From 874390c9d602f85716e51c2f6cc838554cced7a9 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Fri, 23 Oct 2015 11:43:22 -0400
Subject: [PATCH 001/364] preparing pom.xml for deployment to OSSRH (#38)

---
 pom.xml | 181 +++++++++++++++++++++++++++++++++++++-------------------
 1 file changed, 119 insertions(+), 62 deletions(-)

diff --git a/pom.xml b/pom.xml
index 991ccd28..55e52149 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,53 +1,82 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <modelVersion>4.0.0</modelVersion>
-    <groupId>tabula-extractor</groupId>
-    <artifactId>tabula-extractor</artifactId>
-    <version>0.7.4-SNAPSHOT</version>
-    <name>tabula-extractor</name>
+    <groupId>technology.tabula</groupId>
+    <artifactId>tabula</artifactId>
+    <version>0.8.0</version>
+    <name>Tabula</name>
     <description>Extract tables from PDF files</description>
+    <url>http://github.com/tabulapdf/tabula-java</url>
+
+    <licenses>
+        <license>
+            <name>MIT License</name>
+            <url>http://www.opensource.org/licenses/mit-license.php</url>
+        </license>
+    </licenses>
+
+    <developers>
+        <developer>
+            <name>Manuel Aristaran</name>
+            <organization>Tabula</organization>
+            <organizationUrl>http://github.com/tabulapdf</organizationUrl>
+        </developer>
+        <developer>
+            <name>Jeremy B. Merrill</name>
+            <organization>Tabula</organization>
+            <organizationUrl>http://github.com/tabulapdf</organizationUrl>
+        </developer>
+        <developer>
+            <name>Mike Tigas</name>
+            <organization>Tabula</organization>
+            <organizationUrl>http://github.com/tabulapdf</organizationUrl>
+        </developer>
+    </developers>
+
+    <scm>
+        <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
+        <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
+        <url>git@github.com:tabulapdf/tabula-java.git</url>
+    </scm>
 
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
     </properties>
 
-    <repositories>
-
-        <repository>
-            <id>sonatype</id>
-            <name>Sonatype repository</name>
-            <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
-        </repository>
-
-        <repository>
-            <snapshots>
-                <enabled>true</enabled>
-                <updatePolicy>always</updatePolicy>
-                <checksumPolicy>warn</checksumPolicy>
-            </snapshots>
-            <id>apachesnapshots</id>
-            <name>apache snapshots</name>
-            <url>http://repository.apache.org/snapshots/</url>
-            <layout>default</layout>
-        </repository>
-
-    </repositories>
-    
+    <distributionManagement>
+        <snapshotRepository>
+            <id>ossrh</id>
+            <url>https://oss.sonatype.org/content/repositories/snapshots</url>
+        </snapshotRepository>
+    </distributionManagement>
+
     <reporting>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-javadoc-plugin</artifactId>
-        <version>2.10.3</version>
-        <configuration>
-        </configuration>
-      </plugin>
-    </plugins>
-  </reporting>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-javadoc-plugin</artifactId>
+                <version>2.10.3</version>
+                <configuration>
+                </configuration>
+            </plugin>
+        </plugins>
+    </reporting>
 
     <build>
         <plugins>
+            <plugin>
+                <groupId>org.sonatype.plugins</groupId>
+                <artifactId>nexus-staging-maven-plugin</artifactId>
+                <version>1.6.4</version>
+                <extensions>true</extensions>
+                <configuration>
+                    <serverId>ossrh</serverId>
+                    <nexusUrl>https://oss.sonatype.org/</nexusUrl>
+                    <stagingProfileId>40766864c3b853</stagingProfileId>
+                    <autoReleaseAfterClose>true</autoReleaseAfterClose>
+                </configuration>
+            </plugin>
             <plugin>
                 <artifactId>maven-compiler-plugin</artifactId>
                 <version>3.1</version>
@@ -69,35 +98,59 @@
                     </descriptorRefs>
                 </configuration>
             </plugin>
-            <!-- plugin>
-                <groupId>org.codehaus.mojo</groupId>
-                <artifactId>license-maven-plugin</artifactId>
-                <version>1.7</version>
-                <configuration>
-                    <verbose>false</verbose>
-                    <addSvnKeyWords>true</addSvnKeyWords>
-                </configuration>
-                <executions>
-                    <execution>
-                        <id>first</id>
-                        <goals>
-                            <goal>update-file-header</goal>
-                        </goals>
-                        <phase>process-sources</phase>
-                        <configuration>
-                            <licenseName>gpl_v3</licenseName>
-                            <includes>
-                                <include>*Dao.java</include>
-                                <include>*Bean.java</include>
-                                <include>.*entities.*.xml</include>
-                            </includes>
-                        </configuration>
-                    </execution>
-                </executions>
-            </plugin -->
         </plugins>
     </build>
 
+    <profiles>
+        <profile>
+            <id>release</id>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-source-plugin</artifactId>
+                        <version>2.2.1</version>
+                        <executions>
+                            <execution>
+                                <id>attach-sources</id>
+                                <goals>
+                                    <goal>jar-no-fork</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-javadoc-plugin</artifactId>
+                        <version>2.9.1</version>
+                        <executions>
+                            <execution>
+                                <id>attach-javadocs</id>
+                                <goals>
+                                    <goal>jar</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-gpg-plugin</artifactId>
+                        <version>1.5</version>
+                        <executions>
+                            <execution>
+                                <id>sign-artifacts</id>
+                                <phase>verify</phase>
+                                <goals>
+                                    <goal>sign</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
+
     <dependencies>
         <dependency>
             <groupId>net.sf.jsi</groupId>
@@ -128,6 +181,7 @@
             <artifactId>bcprov-jdk15</artifactId>
             <version>1.44</version>
         </dependency>
+
         <dependency>
             <groupId>org.bouncycastle</groupId>
             <artifactId>bcmail-jdk15</artifactId>
@@ -140,16 +194,19 @@
             <version>4.11</version>
             <scope>test</scope>
         </dependency>
+
         <dependency>
             <groupId>commons-cli</groupId>
             <artifactId>commons-cli</artifactId>
             <version>1.2</version>
         </dependency>
+
         <dependency>
             <groupId>org.apache.commons</groupId>
             <artifactId>commons-csv</artifactId>
             <version>1.0</version>
         </dependency>
+
         <dependency>
             <groupId>com.google.code.gson</groupId>
             <artifactId>gson</artifactId>

From 237b6e0fbd21da41c7bd45672b0f8c0dd14aa328 Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Fri, 23 Oct 2015 10:44:26 -0400
Subject: [PATCH 002/364] Add unit test Refactor constructors Redefine equals
 and hashCode in TextChunk and TextElement

---
 .../java/technology/tabula/TextChunk.java     |  30 ++-
 .../java/technology/tabula/TextElement.java   |  52 ++++-
 .../technology/tabula/TestTextElement.java    | 190 ++++++++++++++++++
 3 files changed, 264 insertions(+), 8 deletions(-)
 create mode 100644 src/test/java/technology/tabula/TestTextElement.java

diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index f2863602..20732438 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -155,7 +155,35 @@ public List<TextChunk> squeeze(Character c, int minRunLength) {
 
     }
     
-    public static boolean allSameChar(List<TextChunk> textChunks) {
+    
+    
+    @Override
+	public int hashCode() {
+		final int prime = 31;
+		int result = super.hashCode();
+		result = prime * result
+				+ ((textElements == null) ? 0 : textElements.hashCode());
+		return result;
+	}
+
+	@Override
+	public boolean equals(Object obj) {
+		if (this == obj)
+			return true;
+		if (!super.equals(obj))
+			return false;
+		if (getClass() != obj.getClass())
+			return false;
+		TextChunk other = (TextChunk) obj;
+		if (textElements == null) {
+			if (other.textElements != null)
+				return false;
+		} else if (!textElements.equals(other.textElements))
+			return false;
+		return true;
+	}
+
+	public static boolean allSameChar(List<TextChunk> textChunks) {
         char first = textChunks.get(0).getText().charAt(0);
         for (TextChunk tc: textChunks) {
             if (!tc.isSameChar(first)) return false;
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 274c4e0e..01ef855d 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -16,12 +16,7 @@ public class TextElement extends Rectangle implements HasText {
 
     public TextElement(float y, float x, float width, float height,
             PDFont font, float fontSize, String c, float widthOfSpace) {
-        super();
-        this.setRect(x, y, width, height);
-        this.text = c;
-        this.widthOfSpace = widthOfSpace;
-        this.fontSize = fontSize;
-        this.font = font;
+    	this(y, x, width, height, font, fontSize, c, widthOfSpace, 0f);
     } 
 
     public TextElement(float y, float x, float width, float height,
@@ -63,7 +58,50 @@ public String toString() {
         return sb.toString();
     }
     
-    public static List<TextChunk> mergeWords(List<TextElement> textElements) {
+    @Override
+	public int hashCode() {
+		final int prime = 31;
+		int result = super.hashCode();
+		result = prime * result + java.lang.Float.floatToIntBits(dir);
+		result = prime * result + ((font == null) ? 0 : font.hashCode());
+		result = prime * result + java.lang.Float.floatToIntBits(fontSize);
+		result = prime * result + ((text == null) ? 0 : text.hashCode());
+		result = prime * result + java.lang.Float.floatToIntBits(widthOfSpace);
+		return result;
+	}
+
+	@Override
+	public boolean equals(Object obj) {
+		if (this == obj)
+			return true;
+		if (!super.equals(obj))
+			return false;
+		if (getClass() != obj.getClass())
+			return false;
+		TextElement other = (TextElement) obj;
+		if (java.lang.Float.floatToIntBits(dir) != java.lang.Float
+				.floatToIntBits(other.dir))
+			return false;
+		if (font == null) {
+			if (other.font != null)
+				return false;
+		} else if (!font.equals(other.font))
+			return false;
+		if (java.lang.Float.floatToIntBits(fontSize) != java.lang.Float
+				.floatToIntBits(other.fontSize))
+			return false;
+		if (text == null) {
+			if (other.text != null)
+				return false;
+		} else if (!text.equals(other.text))
+			return false;
+		if (java.lang.Float.floatToIntBits(widthOfSpace) != java.lang.Float
+				.floatToIntBits(other.widthOfSpace))
+			return false;
+		return true;
+	}
+
+	public static List<TextChunk> mergeWords(List<TextElement> textElements) {
         return mergeWords(textElements, new ArrayList<Ruling>());
     }
     
diff --git a/src/test/java/technology/tabula/TestTextElement.java b/src/test/java/technology/tabula/TestTextElement.java
new file mode 100644
index 00000000..e6ced932
--- /dev/null
+++ b/src/test/java/technology/tabula/TestTextElement.java
@@ -0,0 +1,190 @@
+package technology.tabula;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class TestTextElement {
+	
+	
+	@Test
+	public void createTextElement() throws IOException {
+		
+		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f);
+		
+		Assert.assertNotNull(textElement);
+		Assert.assertEquals("A", textElement.getText());
+		Assert.assertEquals(1f, textElement.getFontSize(), 0);
+		Assert.assertEquals(15f, textElement.getLeft(), 0);
+		Assert.assertEquals(5f, textElement.getTop(), 0);
+		Assert.assertEquals(10f, textElement.getWidth(), 0);
+		Assert.assertEquals(20f, textElement.getHeight(), 0);
+		Assert.assertEquals(PDType1Font.HELVETICA, textElement.getFont());
+		Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
+		Assert.assertEquals(0f, textElement.getDirection(), 0);
+		
+		
+	}
+	
+	@Test
+	public void createTextElementWithDirection() throws IOException {
+		
+		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f);
+		
+		Assert.assertNotNull(textElement);
+		Assert.assertEquals("A", textElement.getText());
+		Assert.assertEquals(1f, textElement.getFontSize(), 0);
+		Assert.assertEquals(15f, textElement.getLeft(), 0);
+		Assert.assertEquals(5f, textElement.getTop(), 0);
+		Assert.assertEquals(10f, textElement.getWidth(), 0);
+		Assert.assertEquals(20f, textElement.getHeight(), 0);
+		Assert.assertEquals(PDType1Font.HELVETICA, textElement.getFont());
+		Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
+		Assert.assertEquals(6f, textElement.getDirection(), 0);
+		
+		
+	}
+	
+	@Test
+	public void mergeFourElementsIntoFourWords() {
+		
+		List<TextElement> elements = new ArrayList<TextElement>();
+		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(20f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
+		elements.add(new TextElement(40f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
+		elements.add(new TextElement(60f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		
+		List<TextChunk> words = TextElement.mergeWords(elements);
+		
+		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		expectedWords.add(new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f)));
+		expectedWords.add(new TextChunk(new TextElement(20f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f)));
+		expectedWords.add(new TextChunk(new TextElement(40f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f)));
+		expectedWords.add(new TextChunk(new TextElement(60f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f)));
+		
+		Assert.assertEquals(expectedWords, words);
+		
+	}
+	
+	@Test
+	public void mergeFourElementsIntoOneWord() {
+		
+		List<TextElement> elements = new ArrayList<TextElement>();
+		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
+		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
+		elements.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		
+		List<TextChunk> words = TextElement.mergeWords(elements);
+		
+		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		textChunk.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
+		textChunk.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
+		textChunk.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		expectedWords.add(textChunk);
+		
+		Assert.assertEquals(expectedWords, words);
+		
+	}
+	
+	@Test
+	public void mergeElementsWithSkippingRules() {
+		
+		List<TextElement> elements = new ArrayList<TextElement>();
+		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(0f, 17f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
+		elements.add(new TextElement(0.001f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, " ", 1f, 6f));
+		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
+		elements.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.TIMES_ROMAN, 10f, "D", 1f, 6f));
+		
+		List<TextChunk> words = TextElement.mergeWords(elements);
+		
+		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		textChunk.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
+		textChunk.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
+		textChunk.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.TIMES_ROMAN, 10f, "D", 1f, 6f));
+		expectedWords.add(textChunk);
+		
+		Assert.assertEquals(expectedWords, words);
+		
+	}
+	
+	@Test
+	public void mergeTenElementsIntoTwoWords() {
+		
+		List<TextElement> elements = new ArrayList<TextElement>();
+		elements.add(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
+		elements.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		elements.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
+		elements.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(0f, 60f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
+		elements.add(new TextElement(0f, 70f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
+		elements.add(new TextElement(0f, 80f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
+		elements.add(new TextElement(0f, 90f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		elements.add(new TextElement(0f, 100f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		
+		List<TextChunk> words = TextElement.mergeWords(elements);
+		
+		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
+		textChunk.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		textChunk.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
+		textChunk.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		textChunk.add(new TextElement(0f, 30f, 10.5f, 20f, PDType1Font.HELVETICA, 1f, " ", 1f)); //Check why width=10.5?
+		expectedWords.add(textChunk);
+		TextChunk textChunk2 = new TextChunk(new TextElement(0f, 60f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
+		textChunk2.add(new TextElement(0f, 70f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
+		textChunk2.add(new TextElement(0f, 80f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
+		textChunk2.add(new TextElement(0f, 90f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		textChunk2.add(new TextElement(0f, 100f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		expectedWords.add(textChunk2);
+		
+		Assert.assertEquals(2, words.size());
+		Assert.assertEquals(expectedWords, words);
+		
+	}
+	
+	@Test
+	public void mergeTenElementsIntoTwoLines() {
+		
+		List<TextElement> elements = new ArrayList<TextElement>();
+		elements.add(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
+		elements.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		elements.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
+		elements.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(20f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
+		elements.add(new TextElement(20f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
+		elements.add(new TextElement(20f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
+		elements.add(new TextElement(20f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		elements.add(new TextElement(20f, 40f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		
+		List<TextChunk> words = TextElement.mergeWords(elements);
+		
+		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
+		textChunk.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		textChunk.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
+		textChunk.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		expectedWords.add(textChunk);
+		TextChunk textChunk2 = new TextChunk(new TextElement(20f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
+		textChunk2.add(new TextElement(20f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
+		textChunk2.add(new TextElement(20f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
+		textChunk2.add(new TextElement(20f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		textChunk2.add(new TextElement(20f, 40f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
+		expectedWords.add(textChunk2);
+		
+		Assert.assertEquals(2, words.size());
+		Assert.assertEquals(expectedWords, words);
+		
+	}	
+	
+	
+
+}

From 44d68f1872fc4f756dc3abe7237c98699e83e41e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 23 Oct 2015 18:23:42 -0400
Subject: [PATCH 003/364] Add Gitter badge

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 614d67ab..9129fcf7 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java)  
+tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 ===========
 
 `tabula-java` is a library for extracting tables from PDF files. It is a Java rewrite of [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor), that is soon to become a thin wrapper around this library.

From ec1b0d095a9282f76776c68ac6d1b5b13f1a0a54 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sat, 24 Oct 2015 14:14:04 -0400
Subject: [PATCH 004/364] add sonatype snapshot repo (for JSI dependency)

---
 pom.xml | 24 ++++++++++++++++--------
 1 file changed, 16 insertions(+), 8 deletions(-)

diff --git a/pom.xml b/pom.xml
index 55e52149..c0a15a82 100644
--- a/pom.xml
+++ b/pom.xml
@@ -39,6 +39,14 @@
         <url>git@github.com:tabulapdf/tabula-java.git</url>
     </scm>
 
+    <repositories>
+        <repository>
+            <id>sonatype</id>
+            <name>Sonatype repository</name>
+            <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
+        </repository>
+    </repositories>
+
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
@@ -108,26 +116,26 @@
                 <plugins>
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-source-plugin</artifactId>
-                        <version>2.2.1</version>
+                        <artifactId>maven-javadoc-plugin</artifactId>
+                        <version>2.9.1</version>
                         <executions>
                             <execution>
-                                <id>attach-sources</id>
+                                <id>attach-javadocs</id>
                                 <goals>
-                                    <goal>jar-no-fork</goal>
+                                    <goal>jar</goal>
                                 </goals>
                             </execution>
                         </executions>
                     </plugin>
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-javadoc-plugin</artifactId>
-                        <version>2.9.1</version>
+                        <artifactId>maven-source-plugin</artifactId>
+                        <version>2.2.1</version>
                         <executions>
                             <execution>
-                                <id>attach-javadocs</id>
+                                <id>attach-sources</id>
                                 <goals>
-                                    <goal>jar</goal>
+                                    <goal>jar-no-fork</goal>
                                 </goals>
                             </execution>
                         </executions>

From 463491325cfa8e26b9bc6889ac9133c425651bcc Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Mon, 26 Oct 2015 21:19:35 -0400
Subject: [PATCH 005/364] do the writeTables at the end of the loop.

---
 src/main/java/technology/tabula/CommandLineApp.java | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index ca755307..a50e7328 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -150,9 +150,9 @@ static void extractTables(CommandLine line) throws ParseException {
                 default:
                     break;
                 }
-                writeTables(of, tables, outFile);
-                tables.clear();
             }
+            writeTables(of, tables, outFile);
+            
 
         } catch (IOException e) {
             throw new ParseException(e.getMessage());

From b4039621b5a3db7ceb5e9b427dea52ed8945c5dc Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Mon, 26 Oct 2015 21:24:28 -0400
Subject: [PATCH 006/364] Update README.md

Change build version
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 9129fcf7..ece2ac9f 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ mvn clean compile assembly:single
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-extractor-0.7.4-SNAPSHOT-jar-with-dependencies.jar --help
+$ java -jar ./target/tabula-0.8.0-jar-with-dependencies.jar --help
 
 usage: tabula [-a <AREA>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
@@ -55,7 +55,7 @@ Tabula helps you extract tables from PDFs
 
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-extractor-0.7.4-SNAPSHOT-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-0.8.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 

From 7419e068b592a6004ef8cd1997f121f28f0f0fd6 Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Fri, 23 Oct 2015 15:27:56 -0400
Subject: [PATCH 007/364] - Add assertions in testNaturalOrderOfRectangles -
 test rectangle order - Increase bottom - Print isTabular extracted table -
 Add CommandLineApp test - Fix force Basic extractor with -a parameter - Move
 addRuling to page.getArea - Test csv loading data from file - Fix test -
 Clean code

---
 README.md                                     |   6 +-
 pom.xml                                       |  24 ++--
 .../technology/tabula/CommandLineApp.java     |  23 ++--
 src/main/java/technology/tabula/Page.java     |  21 ++++
 .../SpreadsheetExtractionAlgorithm.java       |  23 +---
 .../technology/tabula/TestBasicExtractor.java | 104 ++++++++++++++----
 .../technology/tabula/TestCommandLineApp.java |  39 +++++++
 .../tabula/TestSpreadsheetExtractor.java      |  10 +-
 .../technology/tabula/UtilsForTesting.java    |  25 ++++-
 .../csv/spreadsheet_no_bounding_frame.csv     |  31 ++++++
 .../technology/tabula/json/schools.json       |   2 +-
 11 files changed, 237 insertions(+), 71 deletions(-)
 create mode 100644 src/test/java/technology/tabula/TestCommandLineApp.java
 create mode 100644 src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv

diff --git a/README.md b/README.md
index 614d67ab..ece2ac9f 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java)  
+tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 ===========
 
 `tabula-java` is a library for extracting tables from PDF files. It is a Java rewrite of [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor), that is soon to become a thin wrapper around this library.
@@ -16,7 +16,7 @@ mvn clean compile assembly:single
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-extractor-0.7.4-SNAPSHOT-jar-with-dependencies.jar --help
+$ java -jar ./target/tabula-0.8.0-jar-with-dependencies.jar --help
 
 usage: tabula [-a <AREA>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
@@ -55,7 +55,7 @@ Tabula helps you extract tables from PDFs
 
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-extractor-0.7.4-SNAPSHOT-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-0.8.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
diff --git a/pom.xml b/pom.xml
index 55e52149..c0a15a82 100644
--- a/pom.xml
+++ b/pom.xml
@@ -39,6 +39,14 @@
         <url>git@github.com:tabulapdf/tabula-java.git</url>
     </scm>
 
+    <repositories>
+        <repository>
+            <id>sonatype</id>
+            <name>Sonatype repository</name>
+            <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
+        </repository>
+    </repositories>
+
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
@@ -108,26 +116,26 @@
                 <plugins>
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-source-plugin</artifactId>
-                        <version>2.2.1</version>
+                        <artifactId>maven-javadoc-plugin</artifactId>
+                        <version>2.9.1</version>
                         <executions>
                             <execution>
-                                <id>attach-sources</id>
+                                <id>attach-javadocs</id>
                                 <goals>
-                                    <goal>jar-no-fork</goal>
+                                    <goal>jar</goal>
                                 </goals>
                             </execution>
                         </executions>
                     </plugin>
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-javadoc-plugin</artifactId>
-                        <version>2.9.1</version>
+                        <artifactId>maven-source-plugin</artifactId>
+                        <version>2.2.1</version>
                         <executions>
                             <execution>
-                                <id>attach-javadocs</id>
+                                <id>attach-sources</id>
                                 <goals>
-                                    <goal>jar</goal>
+                                    <goal>jar-no-fork</goal>
                                 </goals>
                             </execution>
                         </executions>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index ca755307..5b1d1f96 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -1,5 +1,6 @@
 package technology.tabula;
 
+import java.awt.geom.Point2D;
 import java.io.BufferedWriter;
 import java.io.File;
 import java.io.FileWriter;
@@ -16,6 +17,7 @@
 import org.apache.commons.cli.ParseException;
 import org.apache.commons.cli.GnuParser;
 import org.apache.pdfbox.pdmodel.PDDocument;
+
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 import technology.tabula.writers.CSVWriter;
@@ -29,6 +31,8 @@ public class CommandLineApp {
     private static String VERSION = "0.8.0";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2014 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
+    
+    private Appendable defaultOutput;
 
     public static void main(String[] args) {
         CommandLineParser parser = new GnuParser();
@@ -50,7 +54,7 @@ public static void main(String[] args) {
                 throw new ParseException("Need one filename\nTry --help for help");
             }
                         
-            extractTables(line);
+            new CommandLineApp(System.out).extractTables(line);
             
         }
         catch( ParseException exp ) {
@@ -60,7 +64,11 @@ public static void main(String[] args) {
         System.exit(0);
     }
     
-    static void extractTables(CommandLine line) throws ParseException {
+    public CommandLineApp(Appendable defaultOutput) {
+		this.defaultOutput = defaultOutput;
+	}
+    
+    public void extractTables(CommandLine line) throws ParseException {
         File pdfFile = new File(line.getArgs()[0]);
         if (!pdfFile.exists()) {
             throw new ParseException("File does not exist");
@@ -80,7 +88,7 @@ static void extractTables(CommandLine line) throws ParseException {
             
         }
         
-        Appendable outFile = System.out;
+        Appendable outFile = this.defaultOutput;
         if (line.hasOption('o')) {
             File file = new File(line.getOptionValue('o'));
             
@@ -130,6 +138,7 @@ static void extractTables(CommandLine line) throws ParseException {
                 
                 if (area != null) {
                     page = page.getArea(area);
+
                 }
 
                 if (method == ExtractionMethod.DECIDE) {
@@ -160,7 +169,7 @@ static void extractTables(CommandLine line) throws ParseException {
 
     }
     
-    static void writeTables(OutputFormat format, List<Table> tables, Appendable out) throws IOException {
+    private void writeTables(OutputFormat format, List<Table> tables, Appendable out) throws IOException {
         Writer writer = null;
         switch (format) {
         case CSV:
@@ -176,12 +185,12 @@ static void writeTables(OutputFormat format, List<Table> tables, Appendable out)
         writer.write(out, tables);
     }
     
-    static ExtractionMethod whichExtractionMethod(CommandLine line) {
+    private ExtractionMethod whichExtractionMethod(CommandLine line) {
         ExtractionMethod rv = ExtractionMethod.DECIDE;
         if (line.hasOption('r')) {
             rv = ExtractionMethod.SPREADSHEET;
         }
-        else if (line.hasOption('n') || line.hasOption('c') || line.hasOption('a') || line.hasOption('g')) {
+        else if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g')) {
             rv = ExtractionMethod.BASIC;
         }
         return rv;
@@ -208,7 +217,7 @@ private static void printHelp() {
     }
     
     @SuppressWarnings("static-access")
-    static Options buildOptions() {
+    public static Options buildOptions() {
         Options o = new Options();
         
         o.addOption("v", "version", false, "Print version and exit.");
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 624a901a..77debcc1 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -72,6 +72,27 @@ public int compare(TextElement te1, TextElement te2) {
                 }}).height,
                 
                 spatial_index);
+        
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getLeft(), 
+                		rv.getTop()), 
+                new Point2D.Double(rv.getRight(), 
+                		rv.getTop())));
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getRight(), 
+                		rv.getTop()), 
+                new Point2D.Double(rv.getRight(), 
+                		rv.getBottom())));
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getRight(), 
+                		rv.getBottom()), 
+                new Point2D.Double(rv.getLeft(), 
+                		rv.getBottom())));
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getLeft(), 
+                		rv.getBottom()), 
+                new Point2D.Double(rv.getLeft(), 
+                		rv.getTop())));
  
         return rv;
     }
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 7c61872a..b42d4f42 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -1,6 +1,7 @@
 package technology.tabula.extractors;
 
 import java.awt.geom.Point2D;
+import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.Comparator;
@@ -18,6 +19,7 @@
 import technology.tabula.TableWithRulingLines;
 import technology.tabula.TextElement;
 import technology.tabula.Utils;
+import technology.tabula.writers.CSVWriter;
 
 /**
  * @author manuel
@@ -189,27 +191,6 @@ public boolean isTabular(Page page) {
         // get minimal region of page that contains every character (in effect,
         // removes white "margins")
         Page minimalRegion = page.getArea(Utils.bounds(page.getText()));
-        // add rulings along the borders of minimalRegion
-        minimalRegion.addRuling(new Ruling(
-                new Point2D.Double(minimalRegion.getLeft(), 
-                                   minimalRegion.getTop()), 
-                new Point2D.Double(minimalRegion.getRight(), 
-                                   minimalRegion.getTop())));
-        minimalRegion.addRuling(new Ruling(
-                new Point2D.Double(minimalRegion.getRight(), 
-                                   minimalRegion.getTop()), 
-                new Point2D.Double(minimalRegion.getRight(), 
-                                   minimalRegion.getBottom())));
-        minimalRegion.addRuling(new Ruling(
-                new Point2D.Double(minimalRegion.getRight(), 
-                                   minimalRegion.getBottom()), 
-                new Point2D.Double(minimalRegion.getLeft(), 
-                                   minimalRegion.getBottom())));
-        minimalRegion.addRuling(new Ruling(
-                new Point2D.Double(minimalRegion.getLeft(), 
-                                   minimalRegion.getBottom()), 
-                new Point2D.Double(minimalRegion.getLeft(), 
-                                   minimalRegion.getTop())));
         
         List<? extends Table> tables = new SpreadsheetExtractionAlgorithm().extract(minimalRegion);
         if (tables.size() == 0) {
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index 52fcf422..66ae980b 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -7,7 +7,10 @@
 import java.util.Arrays;
 import java.util.List;
 
+import junit.framework.Assert;
+
 import org.junit.Test;
+
 import technology.tabula.Page;
 import technology.tabula.Ruling;
 import technology.tabula.Table;
@@ -1863,7 +1866,6 @@ public void testCheckSqueezeDoesntBreak() throws IOException {
         assertTrue(lastRow.get(lastRow.size() - 1).getText().equals("(X)"));
     }
 
-    // TODO add assertions
     @Test
     public void testNaturalOrderOfRectangles() throws IOException {
         Page page = UtilsForTesting.getPage(
@@ -1872,33 +1874,87 @@ public void testNaturalOrderOfRectangles() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm(
                 page.getVerticalRulings());
         Table table = bea.extract(page).get(0);
+        
+        List<RectangularTextContainer> cells = table.getCells();
+        for (RectangularTextContainer rectangularTextContainer : cells) {
+			System.out.println(rectangularTextContainer.getText());
+		}
+        //Column headers
+        assertEquals("Project", cells.get(0).getText());
+        assertEquals("Agency", cells.get(1).getText());
+        assertEquals(" Institution", cells.get(2).getText());
+
+        //First row
+        assertEquals("Nanotechnology and its publics", cells.get(3).getText());
+        assertEquals("NSF", cells.get(4).getText());
+        assertEquals("Pennsylvania State Universit", cells.get(5).getText());
+        
+        //Second row
+        assertEquals("Public information and deliberation in nanoscience and ", cells.get(6).getText());
+        assertEquals("North Carolina State ", cells.get(7).getText());
+        assertEquals("Interagency", cells.get(8).getText());
+        assertEquals("nanotechnology policy (SGER)", cells.get(9).getText());
+        assertEquals("University", cells.get(10).getText());
+
+        //Third row
+        assertEquals("Social and ethical research and education in agrifood ", cells.get(11).getText());
+        assertEquals("NSF", cells.get(12).getText());
+        assertEquals("Michigan State University", cells.get(13).getText());
+        assertEquals("nanotechnology (NIRT)", cells.get(14).getText());
+        
+        //Fourth row
+        assertEquals("From laboratory to society: developing an informed ", cells.get(15).getText());
+        assertEquals("NSF", cells.get(16).getText());
+        assertEquals("University of South Carolina", cells.get(17).getText());
+        assertEquals("approach to nanoscale science and engineering (NIRT)", cells.get(18).getText());
+        
+        //Fifth row
+        assertEquals("Database and innovation timeline for nanotechnology", cells.get(19).getText());
+        assertEquals("NSF", cells.get(20).getText());
+        assertEquals("UCLA", cells.get(21).getText());
+        
+        //Sixth row
+        assertEquals("Social and ethical dimensions of nanotechnology", cells.get(22).getText());
+        assertEquals("NSF", cells.get(23).getText());
+        assertEquals("University of Virginia", cells.get(24).getText());
+        
+        //Seventh row
+        assertEquals("Undergraduate exploration of nanoscience, ", cells.get(25).getText());
+        assertEquals("Michigan Technological ", cells.get(26).getText());
+        assertEquals("NSF", cells.get(27).getText());
+        assertEquals("applications and societal implications (NUE)", cells.get(28).getText());
+        assertEquals("University", cells.get(29).getText());
+        
+        //Eighth row
+        assertEquals("Ethics and belief inside the development of ", cells.get(30).getText());
+        assertEquals("NSF", cells.get(31).getText());
+        assertEquals("University of Virginia", cells.get(32).getText());
+        assertEquals("nanotechnology (CAREER)", cells.get(33).getText());
+        
+        //Ninth row
+        assertEquals("All centers, NNIN and NCN have a societal ", cells.get(34).getText());
+        assertEquals("NSF, DOE, ", cells.get(35).getText());
+        assertEquals("All nanotechnology centers ", cells.get(36).getText());
+        assertEquals("implications components ", cells.get(37).getText());
+        assertEquals("DOD, and NIH", cells.get(38).getText());
+        assertEquals("and networks", cells.get(39).getText());
+          
     }
     
     @Test
     public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
-        List<Rectangle> toSort = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
-        Rectangle x, y;
-        List<Rectangle[]> greaterThan = new ArrayList<Rectangle[]>();
-        for (int i = 0; i < RECTANGLES_TEST_NATURAL_ORDER.length - 2; i++) {
-            x = RECTANGLES_TEST_NATURAL_ORDER[i];
-            for (int j = i + 1; j < RECTANGLES_TEST_NATURAL_ORDER.length - 1; j++) {
-                y = RECTANGLES_TEST_NATURAL_ORDER[j];
-                if (x.compareTo(y) > 0) {
-                    greaterThan.add(new Rectangle[] { x, y });
-                }
-            }
-        }
-
-        for (Rectangle[] gt : greaterThan) {
-            x = gt[0];
-            y = gt[1];
-
-            for (Rectangle z : RECTANGLES_TEST_NATURAL_ORDER) {
-                if (y.compareTo(z) > 0 && !(x.compareTo(z) > 0)) {
-
-                }
-            }
-        }     
+        
+    	List<Rectangle> rectangles = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
+    	Utils.sort(rectangles);
+    	
+    	for (int i = 0; i < (rectangles.size() - 1); i++) {
+			Rectangle rectangle = rectangles.get(i);
+			Rectangle nextRectangle = rectangles.get(i + 1);
+			
+			assertTrue(rectangle.compareTo(nextRectangle) < 0);
+			
+			
+		}
 
     }
 
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
new file mode 100644
index 00000000..c86d6266
--- /dev/null
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -0,0 +1,39 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.io.IOException;
+
+import junit.framework.Assert;
+
+import org.apache.commons.cli.CommandLine;
+import org.apache.commons.cli.CommandLineParser;
+import org.apache.commons.cli.GnuParser;
+import org.apache.commons.cli.ParseException;
+import org.junit.Test;
+
+public class TestCommandLineApp {
+
+	@Test
+	public void testExtractSpreadsheetWithArea() throws ParseException, IOException {
+
+		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+
+		CommandLineParser parser = new GnuParser();
+		CommandLine cmd = parser
+				.parse(CommandLineApp.buildOptions(),
+						new String[] {
+								"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
+								"-p", "1", "-a",
+								"150.56,58.9,654.7,536.12", "-f",
+								"CSV" });
+		
+		StringBuilder stringBuilder = new StringBuilder();
+		new CommandLineApp(stringBuilder).extractTables(cmd);
+		
+		assertEquals(expectedCsv, stringBuilder.toString());
+
+	}
+	
+
+}
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 5142e3b2..3e1fbd09 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -12,6 +12,7 @@
 import org.apache.commons.csv.CSVFormat;
 import org.apache.commons.csv.CSVRecord;
 import org.junit.Test;
+
 import technology.tabula.Cell;
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
@@ -353,17 +354,22 @@ public void testMergeLinesCloseToEachOther() throws IOException {
         
     }
 
-    // TODO add assertions
     @Test
     public void testSpreadsheetWithNoBoundingFrameShouldBeSpreadsheet() throws IOException {
         Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf", 1,
-                140.25f,54.1875f,649.1875f,542.9375f);
+        		150.56f,58.9f,654.7f,536.12f);
+        
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
         boolean isTabular = se.isTabular(page);
         assertTrue(isTabular);
         List<? extends Table> tables = se.extract(page);
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, tables.get(0));
+        
+        assertEquals(expectedCsv, sb.toString());
+        
     }
     
     @Test
diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index eaf2292a..54d844fc 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -1,18 +1,19 @@
 package technology.tabula;
 
+import static org.junit.Assert.assertEquals;
+
 import java.io.BufferedReader;
 import java.io.File;
-import java.io.FileNotFoundException;
 import java.io.FileReader;
 import java.io.IOException;
+import java.nio.charset.Charset;
 import java.util.List;
 
+import org.apache.commons.csv.CSVFormat;
+import org.apache.commons.csv.CSVParser;
+import org.apache.commons.csv.CSVPrinter;
 import org.apache.pdfbox.pdmodel.PDDocument;
 
-import com.google.gson.Gson;
-
-import static org.junit.Assert.*;
-
 public class UtilsForTesting {
     
     public static Page getAreaFromFirstPage(String path, float top, float left, float bottom, float right) throws IOException {
@@ -63,5 +64,19 @@ public static String loadJson(String path) throws IOException {
     	
     }
     
+    public static String loadCsv(String path) throws IOException {
+    	
+    	StringBuilder out = new StringBuilder();
+    	CSVParser parse = org.apache.commons.csv.CSVParser.parse(new File(path), Charset.forName("utf-8"), CSVFormat.EXCEL);
+        
+    	CSVPrinter printer = new CSVPrinter(out, CSVFormat.EXCEL);
+        printer.printRecords(parse);
+        printer.close();
+
+        String csv = out.toString().replaceAll("(?<!\r)\n", "\r");
+        return csv;
+    	
+    }
+    
 
 }
diff --git a/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv b/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
new file mode 100644
index 00000000..4548433a
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
@@ -0,0 +1,31 @@
+"",HARVEST,VARIATION,,,
+"","11/12
+(a)",12/13,Percentage,Absolute,
+"",,"May/2013     
+(b)","Jun/2013      
+(c)",(c/a),(c-a)
+COTTON,"1.393,4","886,7","894,9","(35,8)","( 498,5)"
+TOTAL PEANUT,"93,9","100,6","100,2","6,7","6,3"
+PEANUT 1ST CROP,"82,1","86,3","86,2","5,0","4,1"
+PEANUT 2ND CROP,"11,8","14,3","14,0","18,6","2,2"
+RICE,"2.426,7","2.389,7","2.396,0","(1,3)","( 30,7)"
+TOTAL BEANS,"3.262,1","2.952,7","3.026,9","(7,2)","( 235,2)"
+BEANS 1ST CROP,"1.241,4","1.122,6","1.122,9","(9,5)","( 118,5)"
+BEANS 2ND CROP,"1.394,6","1.275,4","1.271,7","(8,8)","( 122,9)"
+BEANS 3RD CROP,"626,1","554,7","632,3","1,0","6,3"
+SUNFLOWER,"74,5","60,4","68,9","(7,5)","( 5,6)"
+CASTOR BEAN,"128,2","87,5","87,4","(31,8)","( 40,8)"
+TOTAL CORN,"15.178,1","15.686,2","15.817,4","4,2","639,3"
+CORN 1ST CROP,"7.558,5","6.879,2","6.864,7","(9,2)","( 693,8)"
+CORN 2ND CROP,"7.619,6","8.807,0","8.952,7","17,5","1.333,1"
+SOYBEAN,"25.042,2","27.715,2","27.715,5","10,7","2.673,3"
+SORGHUM,"786,9","836,4","836,4","6,3","49,5"
+SUBTOTAL,"48.386,0","50.715,4","50.943,6","5,3","2.557,7"
+OAT,"153,0","168,7","168,7","10,3","15,7"
+CANOLA,"42,4","43,8","43,8","3,3","1,4"
+RYE,"2,3","2,3","2,3",-,-
+BARLEY,"88,4","102,8","102,8","16,3","14,4"
+WHEAT,"2.166,2","1.895,4","1.895,4","(12,5)","( 270,8)"
+TRITICALE,"46,9","48,0","48,0","2,3","1,1"
+SUBTOTAL,"2.499,2","2.261,0","2.261,0","(9,5)","( 238,2)"
+BRAZIL,"50.885,2","5 2.976,4","5 3.204,6","4,6","2.319,5"
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/schools.json b/src/test/resources/technology/tabula/json/schools.json
index c24c891e..154dc0e2 100644
--- a/src/test/resources/technology/tabula/json/schools.json
+++ b/src/test/resources/technology/tabula/json/schools.json
@@ -1 +1 @@
-{"extraction_method":"spreadsheet","top":54.50771,"left":18.588728,"width":700.4312744140625,"height":483.7522888183594,"data":[[{"top":54.50771,"left":18.588728,"width":153.91127014160156,"height":8.552284240722656,"text":"Last Name"},{"top":54.50771,"left":172.5,"width":69.72000122070312,"height":8.552284240722656,"text":"First Name"},{"top":54.50771,"left":242.22,"width":104.760009765625,"height":8.552284240722656,"text":"Address"},{"top":54.50771,"left":346.98,"width":70.80001831054688,"height":8.552284240722656,"text":"City"},{"top":54.50771,"left":417.78003,"width":20.87994384765625,"height":8.552284240722656,"text":"State"},{"top":54.50771,"left":438.65997,"width":49.91998291015625,"height":8.552284240722656,"text":"Zip"},{"top":54.50771,"left":488.57996,"width":78.47998046875,"height":8.552284240722656,"text":"Occupation"},{"top":54.50771,"left":567.05994,"width":106.4400634765625,"height":8.552284240722656,"text":"Employer"},{"top":54.50771,"left":673.5,"width":45.52001953125,"height":8.552284240722656,"text":"Date"}],[{"top":63.059994,"left":18.588728,"width":153.91127014160156,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.5,"width":69.72000122070312,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"}],[{"top":73.859985,"left":18.588728,"width":153.91127014160156,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.5,"width":69.72000122070312,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"}],[{"top":84.66001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"}],[{"top":95.46001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"}],[{"top":106.26,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"}],[{"top":117.06,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"}],[{"top":127.859985,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"}],[{"top":138.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"}],[{"top":149.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"}],[{"top":160.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"}],[{"top":171.06,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"}],[{"top":181.86,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"}],[{"top":192.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"}],[{"top":203.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"}],[{"top":214.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"}],[{"top":225.06,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"}],[{"top":235.86002,"left":18.588728,"width":153.91127014160156,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.5,"width":69.72000122070312,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"}],[{"top":246.65999,"left":18.588728,"width":153.91127014160156,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.5,"width":69.72000122070312,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"}],[{"top":257.46002,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"}],[{"top":268.26,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"}],[{"top":279.06,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"}],[{"top":289.84,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"}],[{"top":300.65997,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"}],[{"top":311.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"}],[{"top":322.26,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"}],[{"top":333.06003,"left":18.588728,"width":153.91127014160156,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.5,"width":69.72000122070312,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"}],[{"top":343.87997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"}],[{"top":354.65997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"}],[{"top":365.43997,"left":18.588728,"width":153.91127014160156,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.5,"width":69.72000122070312,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"}],[{"top":376.26,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"}],[{"top":387.08,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"}],[{"top":397.86,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Cohen"},{"top":397.86,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/17/2012"}],[{"top":408.64,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Commers"},{"top":408.64,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Beth"},{"top":408.64,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2294 Commonwealth Ave"},{"top":408.64,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":408.64,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":408.64,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":408.64,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Self Employed"},{"top":408.64,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Homemaker"},{"top":408.64,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/1/2012"}],[{"top":419.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"}],[{"top":430.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"}],[{"top":441.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"}],[{"top":451.85995,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"}],[{"top":462.65997,"left":18.588728,"width":153.91127014160156,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.5,"width":69.72000122070312,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"}],[{"top":473.47998,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"}],[{"top":484.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"}],[{"top":495.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"}],[{"top":505.85995,"left":18.588728,"width":153.91127014160156,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.5,"width":69.72000122070312,"height":10.780059814453125,"text":"Florence M. /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"}],[{"top":516.64,"left":18.588728,"width":153.91127014160156,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.5,"width":69.72000122070312,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"}],[{"top":527.4799,"left":18.588728,"width":153.91127014160156,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.5,"width":69.72000122070312,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"}]]}
+{"extraction_method":"spreadsheet","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91127014160156,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.5,"width":69.72000122070312,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91127014160156,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.5,"width":69.72000122070312,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91127014160156,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.5,"width":69.72000122070312,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91127014160156,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.5,"width":69.72000122070312,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91127014160156,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.5,"width":69.72000122070312,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91127014160156,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.5,"width":69.72000122070312,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91127014160156,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.5,"width":69.72000122070312,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Cohen"},{"top":397.86,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":408.64,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":408.64,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Commers"},{"top":408.64,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Beth"},{"top":408.64,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2294 Commonwealth Ave"},{"top":408.64,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":408.64,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":408.64,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":408.64,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Self Employed"},{"top":408.64,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Homemaker"},{"top":408.64,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/1/2012"},{"top":408.64,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91127014160156,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.5,"width":69.72000122070312,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91127014160156,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.5,"width":69.72000122070312,"height":10.780059814453125,"text":"Florence M. /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91127014160156,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.5,"width":69.72000122070312,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91127014160156,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.5,"width":69.72000122070312,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}

From 1219e6c4ad59e166e2f3ad13d2ac1a9d93a02ac7 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 14 Dec 2015 14:52:46 -0500
Subject: [PATCH 008/364] Add icdar competition datasetto test resources

---
 .../competition-dataset-eu/eu-001-reg.xml     | 1292 +++
 .../competition-dataset-eu/eu-001-str.xml     | 2929 ++++++
 .../competition-dataset-eu/eu-001.pdf         |  Bin 0 -> 68143 bytes
 .../competition-dataset-eu/eu-002-reg.xml     |  101 +
 .../competition-dataset-eu/eu-002-str.xml     |  232 +
 .../competition-dataset-eu/eu-002.pdf         |  Bin 0 -> 129157 bytes
 .../competition-dataset-eu/eu-003-reg.xml     |  253 +
 .../competition-dataset-eu/eu-003-str.xml     |  565 ++
 .../competition-dataset-eu/eu-003.pdf         |  Bin 0 -> 51627 bytes
 .../competition-dataset-eu/eu-004-reg.xml     | 2336 +++++
 .../competition-dataset-eu/eu-004-str.xml     | 5781 +++++++++++
 .../competition-dataset-eu/eu-004.pdf         |  Bin 0 -> 68441 bytes
 .../competition-dataset-eu/eu-005-reg.xml     |  350 +
 .../competition-dataset-eu/eu-005-str.xml     |  926 ++
 .../competition-dataset-eu/eu-005.pdf         |  Bin 0 -> 11285 bytes
 .../competition-dataset-eu/eu-006-reg.xml     |  321 +
 .../competition-dataset-eu/eu-006-str.xml     |  725 ++
 .../competition-dataset-eu/eu-006.pdf         |  Bin 0 -> 12784 bytes
 .../competition-dataset-eu/eu-007-reg.xml     |  606 ++
 .../competition-dataset-eu/eu-007-str.xml     | 1059 ++
 .../competition-dataset-eu/eu-007.pdf         |  Bin 0 -> 28192 bytes
 .../competition-dataset-eu/eu-008-reg.xml     |   94 +
 .../competition-dataset-eu/eu-008-str.xml     |  325 +
 .../competition-dataset-eu/eu-008.pdf         |  Bin 0 -> 39023 bytes
 .../competition-dataset-eu/eu-009a-reg.xml    |  110 +
 .../competition-dataset-eu/eu-009a-str.xml    |  224 +
 .../competition-dataset-eu/eu-009a.pdf        |  Bin 0 -> 39525 bytes
 .../competition-dataset-eu/eu-009b-reg.xml    |  107 +
 .../competition-dataset-eu/eu-009b-str.xml    |  217 +
 .../competition-dataset-eu/eu-010-reg.xml     |   42 +
 .../competition-dataset-eu/eu-010-str.xml     |  130 +
 .../competition-dataset-eu/eu-010.pdf         |  Bin 0 -> 35968 bytes
 .../competition-dataset-eu/eu-011-reg.xml     |   60 +
 .../competition-dataset-eu/eu-011-str.xml     |  179 +
 .../competition-dataset-eu/eu-011.pdf         |  Bin 0 -> 344949 bytes
 .../competition-dataset-eu/eu-012-reg.xml     |  265 +
 .../competition-dataset-eu/eu-012-str.xml     | 1113 +++
 .../competition-dataset-eu/eu-012.pdf         |  Bin 0 -> 387886 bytes
 .../competition-dataset-eu/eu-013-reg.xml     |  157 +
 .../competition-dataset-eu/eu-013-str.xml     |  441 +
 .../competition-dataset-eu/eu-013.pdf         |  Bin 0 -> 185607 bytes
 .../competition-dataset-eu/eu-014-reg.xml     |   46 +
 .../competition-dataset-eu/eu-014-str.xml     |  114 +
 .../competition-dataset-eu/eu-014.pdf         |  Bin 0 -> 159641 bytes
 .../competition-dataset-eu/eu-015-reg.xml     |  272 +
 .../competition-dataset-eu/eu-015-str.xml     | 1213 +++
 .../competition-dataset-eu/eu-015.pdf         |  Bin 0 -> 75561 bytes
 .../competition-dataset-eu/eu-016-reg.xml     |  230 +
 .../competition-dataset-eu/eu-016-str.xml     |  849 ++
 .../competition-dataset-eu/eu-016.pdf         |  Bin 0 -> 153516 bytes
 .../competition-dataset-eu/eu-017-reg.xml     |  210 +
 .../competition-dataset-eu/eu-017-str.xml     |  769 ++
 .../competition-dataset-eu/eu-017.pdf         |  Bin 0 -> 214663 bytes
 .../competition-dataset-eu/eu-018-reg.xml     |  262 +
 .../competition-dataset-eu/eu-018-str.xml     | 1068 ++
 .../competition-dataset-eu/eu-018.pdf         |  Bin 0 -> 45296 bytes
 .../competition-dataset-eu/eu-019-reg.xml     |  145 +
 .../competition-dataset-eu/eu-019-str.xml     |  524 +
 .../competition-dataset-eu/eu-019.pdf         |  Bin 0 -> 196351 bytes
 .../competition-dataset-eu/eu-020-reg.xml     |  535 ++
 .../competition-dataset-eu/eu-020-str.xml     |  744 ++
 .../competition-dataset-eu/eu-020.pdf         |  Bin 0 -> 98362 bytes
 .../competition-dataset-eu/eu-021-reg.xml     | 1376 +++
 .../competition-dataset-eu/eu-021-str.xml     | 2281 +++++
 .../competition-dataset-eu/eu-021.pdf         |  Bin 0 -> 192959 bytes
 .../competition-dataset-eu/eu-022-reg.xml     |  422 +
 .../competition-dataset-eu/eu-022-str.xml     |  708 ++
 .../competition-dataset-eu/eu-022.pdf         |  Bin 0 -> 63803 bytes
 .../competition-dataset-eu/eu-023-reg.xml     |  364 +
 .../competition-dataset-eu/eu-023-str.xml     |  523 +
 .../competition-dataset-eu/eu-023.pdf         |  Bin 0 -> 116166 bytes
 .../competition-dataset-eu/eu-024-reg.xml     |  263 +
 .../competition-dataset-eu/eu-024-str.xml     |  422 +
 .../competition-dataset-eu/eu-024.pdf         |  Bin 0 -> 77006 bytes
 .../competition-dataset-eu/eu-025-reg.xml     | 1114 +++
 .../competition-dataset-eu/eu-025-str.xml     | 1785 ++++
 .../competition-dataset-eu/eu-025.pdf         |  Bin 0 -> 24488 bytes
 .../competition-dataset-eu/eu-026-reg.xml     |  125 +
 .../competition-dataset-eu/eu-026-str.xml     |  379 +
 .../competition-dataset-eu/eu-026.pdf         |  Bin 0 -> 184903 bytes
 .../competition-dataset-eu/eu-027-reg.xml     |  207 +
 .../competition-dataset-eu/eu-027-str.xml     |  766 ++
 .../competition-dataset-eu/eu-027.pdf         |  Bin 0 -> 169511 bytes
 .../.~lock.summary-of-us-excerpts.xls#        |    1 +
 .../competition-dataset-us/us-001-reg.xml     |  698 ++
 .../competition-dataset-us/us-001-str.xml     | 2326 +++++
 .../competition-dataset-us/us-001.pdf         |  Bin 0 -> 435487 bytes
 .../competition-dataset-us/us-002-reg.xml     | 1235 +++
 .../competition-dataset-us/us-002-str.xml     | 2966 ++++++
 .../competition-dataset-us/us-002.pdf         |  Bin 0 -> 39305 bytes
 .../competition-dataset-us/us-003-reg.xml     |   76 +
 .../competition-dataset-us/us-003-str.xml     |  151 +
 .../competition-dataset-us/us-003.pdf         |  Bin 0 -> 26679 bytes
 .../competition-dataset-us/us-004-reg.xml     |  352 +
 .../competition-dataset-us/us-004-str.xml     |  707 ++
 .../competition-dataset-us/us-004.pdf         |  Bin 0 -> 14760 bytes
 .../competition-dataset-us/us-005-reg.xml     |   24 +
 .../competition-dataset-us/us-005-str.xml     |   63 +
 .../competition-dataset-us/us-005.pdf         |  Bin 0 -> 9062 bytes
 .../competition-dataset-us/us-006-reg.xml     |   71 +
 .../competition-dataset-us/us-006-str.xml     |  118 +
 .../competition-dataset-us/us-006.pdf         |  Bin 0 -> 27295 bytes
 .../competition-dataset-us/us-007-reg.xml     | 1473 +++
 .../competition-dataset-us/us-007-str.xml     | 2419 +++++
 .../competition-dataset-us/us-007.pdf         |  Bin 0 -> 103148 bytes
 .../competition-dataset-us/us-008-reg.xml     |  230 +
 .../competition-dataset-us/us-008-str.xml     |  388 +
 .../competition-dataset-us/us-008.pdf         |  Bin 0 -> 28508 bytes
 .../competition-dataset-us/us-009-reg.xml     |  230 +
 .../competition-dataset-us/us-009-str.xml     |  668 ++
 .../competition-dataset-us/us-009.pdf         |  Bin 0 -> 26723 bytes
 .../competition-dataset-us/us-010-reg.xml     |   50 +
 .../competition-dataset-us/us-010-str.xml     |  164 +
 .../competition-dataset-us/us-010.pdf         |  Bin 0 -> 116007 bytes
 .../competition-dataset-us/us-011a-reg.xml    |   70 +
 .../competition-dataset-us/us-011a-str.xml    |  226 +
 .../competition-dataset-us/us-011a.pdf        |  Bin 0 -> 52124 bytes
 .../competition-dataset-us/us-011b-reg.xml    |   65 +
 .../competition-dataset-us/us-011b-str.xml    |  217 +
 .../competition-dataset-us/us-012-reg.xml     |  311 +
 .../competition-dataset-us/us-012-str.xml     |  622 ++
 .../competition-dataset-us/us-012.pdf         |  Bin 0 -> 48702 bytes
 .../competition-dataset-us/us-013-reg.xml     |  157 +
 .../competition-dataset-us/us-013-str.xml     |  259 +
 .../competition-dataset-us/us-013.pdf         |  Bin 0 -> 90389 bytes
 .../competition-dataset-us/us-014-reg.xml     |  200 +
 .../competition-dataset-us/us-014-str.xml     |  354 +
 .../competition-dataset-us/us-014.pdf         |  Bin 0 -> 78408 bytes
 .../competition-dataset-us/us-015-reg.xml     |  985 ++
 .../competition-dataset-us/us-015-str.xml     | 1223 +++
 .../competition-dataset-us/us-015.pdf         |  Bin 0 -> 38428 bytes
 .../competition-dataset-us/us-016-reg.xml     |  393 +
 .../competition-dataset-us/us-016-str.xml     |  475 +
 .../competition-dataset-us/us-016.pdf         |  Bin 0 -> 20491 bytes
 .../competition-dataset-us/us-017-reg.xml     | 2203 +++++
 .../competition-dataset-us/us-017-str.xml     | 5907 ++++++++++++
 .../competition-dataset-us/us-017.pdf         |  Bin 0 -> 117388 bytes
 .../competition-dataset-us/us-018-reg.xml     | 2593 +++++
 .../competition-dataset-us/us-018-str.xml     | 8557 +++++++++++++++++
 .../competition-dataset-us/us-018.pdf         |  Bin 0 -> 55844 bytes
 .../competition-dataset-us/us-019-reg.xml     |  650 ++
 .../competition-dataset-us/us-019-str.xml     | 1535 +++
 .../competition-dataset-us/us-019.pdf         |  Bin 0 -> 55082 bytes
 .../competition-dataset-us/us-020-reg.xml     | 3557 +++++++
 .../competition-dataset-us/us-020-str.xml     | 4175 ++++++++
 .../competition-dataset-us/us-020.pdf         |  Bin 0 -> 122078 bytes
 .../competition-dataset-us/us-021-reg.xml     |  459 +
 .../competition-dataset-us/us-021-str.xml     |  751 ++
 .../competition-dataset-us/us-021.pdf         |  Bin 0 -> 122549 bytes
 .../competition-dataset-us/us-022-reg.xml     |  120 +
 .../competition-dataset-us/us-022-str.xml     |  383 +
 .../competition-dataset-us/us-022.pdf         |  Bin 0 -> 40481 bytes
 .../competition-dataset-us/us-023-reg.xml     |  223 +
 .../competition-dataset-us/us-023-str.xml     |  610 ++
 .../competition-dataset-us/us-023.pdf         |  Bin 0 -> 85196 bytes
 .../competition-dataset-us/us-024-reg.xml     | 1962 ++++
 .../competition-dataset-us/us-024-str.xml     | 7404 ++++++++++++++
 .../competition-dataset-us/us-024.pdf         |  Bin 0 -> 101776 bytes
 .../competition-dataset-us/us-025-reg.xml     | 1263 +++
 .../competition-dataset-us/us-025-str.xml     | 5218 ++++++++++
 .../competition-dataset-us/us-025.pdf         |  Bin 0 -> 101956 bytes
 .../competition-dataset-us/us-026-reg.xml     |  486 +
 .../competition-dataset-us/us-026-str.xml     |  809 ++
 .../competition-dataset-us/us-026.pdf         |  Bin 0 -> 33539 bytes
 .../competition-dataset-us/us-027-reg.xml     |  280 +
 .../competition-dataset-us/us-027-str.xml     |  631 ++
 .../competition-dataset-us/us-027.pdf         |  Bin 0 -> 31031 bytes
 .../competition-dataset-us/us-028-reg.xml     |  199 +
 .../competition-dataset-us/us-028-str.xml     |  425 +
 .../competition-dataset-us/us-028.pdf         |  Bin 0 -> 32690 bytes
 .../competition-dataset-us/us-029-reg.xml     |  123 +
 .../competition-dataset-us/us-029-str.xml     |  266 +
 .../competition-dataset-us/us-029.pdf         |  Bin 0 -> 22898 bytes
 .../competition-dataset-us/us-030-reg.xml     |  263 +
 .../competition-dataset-us/us-030-str.xml     |  441 +
 .../competition-dataset-us/us-030.pdf         |  Bin 0 -> 130115 bytes
 .../competition-dataset-us/us-031a-reg.xml    |  394 +
 .../competition-dataset-us/us-031a-str.xml    |  583 ++
 .../competition-dataset-us/us-031a.pdf        |  Bin 0 -> 116385 bytes
 .../competition-dataset-us/us-031b-reg.xml    |  394 +
 .../competition-dataset-us/us-031b-str.xml    |  583 ++
 .../competition-dataset-us/us-032-reg.xml     |  143 +
 .../competition-dataset-us/us-032-str.xml     |  231 +
 .../competition-dataset-us/us-032.pdf         |  Bin 0 -> 10243 bytes
 .../competition-dataset-us/us-033-reg.xml     |  192 +
 .../competition-dataset-us/us-033-str.xml     |  878 ++
 .../competition-dataset-us/us-033.pdf         |  Bin 0 -> 25172 bytes
 .../competition-dataset-us/us-034-reg.xml     |   54 +
 .../competition-dataset-us/us-034-str.xml     | 1462 +++
 .../competition-dataset-us/us-034.pdf         |  Bin 0 -> 23850 bytes
 .../competition-dataset-us/us-035a-reg.xml    |  334 +
 .../competition-dataset-us/us-035a-str.xml    | 1576 +++
 .../competition-dataset-us/us-035a.pdf        |  Bin 0 -> 26552 bytes
 .../competition-dataset-us/us-035b-reg.xml    |  340 +
 .../competition-dataset-us/us-035b-str.xml    | 1576 +++
 .../competition-dataset-us/us-036-reg.xml     |  337 +
 .../competition-dataset-us/us-036-str.xml     |  403 +
 .../competition-dataset-us/us-036.pdf         |  Bin 0 -> 624372 bytes
 .../competition-dataset-us/us-037-reg.xml     |  648 ++
 .../competition-dataset-us/us-037-str.xml     | 1343 +++
 .../competition-dataset-us/us-037.pdf         |  Bin 0 -> 32452 bytes
 .../competition-dataset-us/us-038-reg.xml     |   26 +
 .../competition-dataset-us/us-038-str.xml     |   90 +
 .../competition-dataset-us/us-038.pdf         |  Bin 0 -> 10915 bytes
 .../competition-dataset-us/us-039-reg.xml     |   23 +
 .../competition-dataset-us/us-039-str.xml     |   78 +
 .../competition-dataset-us/us-039.pdf         |  Bin 0 -> 10054 bytes
 .../competition-dataset-us/us-040-reg.xml     |   49 +
 .../competition-dataset-us/us-040-str.xml     |  125 +
 .../competition-dataset-us/us-040.pdf         |  Bin 0 -> 21488 bytes
 210 files changed, 121978 insertions(+)
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls#
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.pdf
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-reg.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-str.xml
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.pdf

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-reg.xml
new file mode 100644
index 00000000..ff27416c
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-reg.xml
@@ -0,0 +1,1292 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-001-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='325'/>
+         <instruction instr-id='328'/>
+         <instruction instr-id='328' subinstr-id='2'/>
+         <instruction instr-id='328' subinstr-id='4'/>
+         <instruction instr-id='328' subinstr-id='6'/>
+         <instruction instr-id='328' subinstr-id='8'/>
+         <instruction instr-id='328' subinstr-id='10'/>
+         <instruction instr-id='328' subinstr-id='12'/>
+         <instruction instr-id='328' subinstr-id='14'/>
+         <instruction instr-id='328' subinstr-id='16'/>
+         <instruction instr-id='328' subinstr-id='18'/>
+         <instruction instr-id='328' subinstr-id='20'/>
+         <instruction instr-id='379'/>
+         <instruction instr-id='379' subinstr-id='2'/>
+         <instruction instr-id='389'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='415' subinstr-id='2'/>
+         <instruction instr-id='415' subinstr-id='4'/>
+         <instruction instr-id='415' subinstr-id='6'/>
+         <instruction instr-id='415' subinstr-id='8'/>
+         <instruction instr-id='415' subinstr-id='10'/>
+         <instruction instr-id='425'/>
+         <instruction instr-id='451'/>
+         <instruction instr-id='451' subinstr-id='2'/>
+         <instruction instr-id='451' subinstr-id='4'/>
+         <instruction instr-id='451' subinstr-id='6'/>
+         <instruction instr-id='451' subinstr-id='8'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='497'/>
+         <instruction instr-id='497' subinstr-id='2'/>
+         <instruction instr-id='497' subinstr-id='4'/>
+         <instruction instr-id='497' subinstr-id='6'/>
+         <instruction instr-id='497' subinstr-id='8'/>
+         <instruction instr-id='497' subinstr-id='10'/>
+         <instruction instr-id='497' subinstr-id='12'/>
+         <instruction instr-id='497' subinstr-id='14'/>
+         <instruction instr-id='497' subinstr-id='16'/>
+         <instruction instr-id='497' subinstr-id='18'/>
+         <instruction instr-id='497' subinstr-id='20'/>
+         <instruction instr-id='505'/>
+         <instruction instr-id='505' subinstr-id='2'/>
+         <instruction instr-id='505' subinstr-id='4'/>
+         <instruction instr-id='505' subinstr-id='6'/>
+         <instruction instr-id='505' subinstr-id='8'/>
+         <instruction instr-id='505' subinstr-id='10'/>
+         <instruction instr-id='505' subinstr-id='12'/>
+         <instruction instr-id='505' subinstr-id='16'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='543' subinstr-id='2'/>
+         <instruction instr-id='543' subinstr-id='4'/>
+         <instruction instr-id='543' subinstr-id='6'/>
+         <instruction instr-id='543' subinstr-id='8'/>
+         <instruction instr-id='543' subinstr-id='10'/>
+         <instruction instr-id='543' subinstr-id='12'/>
+         <instruction instr-id='543' subinstr-id='14'/>
+         <instruction instr-id='543' subinstr-id='16'/>
+         <instruction instr-id='543' subinstr-id='18'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='4'/>
+         <instruction instr-id='592'/>
+         <instruction instr-id='592' subinstr-id='2'/>
+         <instruction instr-id='592' subinstr-id='4'/>
+         <instruction instr-id='592' subinstr-id='6'/>
+         <instruction instr-id='592' subinstr-id='8'/>
+         <instruction instr-id='592' subinstr-id='10'/>
+         <instruction instr-id='600'/>
+         <instruction instr-id='600' subinstr-id='2'/>
+         <instruction instr-id='600' subinstr-id='4'/>
+         <instruction instr-id='600' subinstr-id='8'/>
+         <instruction instr-id='637'/>
+         <instruction instr-id='637' subinstr-id='2'/>
+         <instruction instr-id='637' subinstr-id='4'/>
+         <instruction instr-id='637' subinstr-id='6'/>
+         <instruction instr-id='637' subinstr-id='8'/>
+         <instruction instr-id='637' subinstr-id='10'/>
+         <instruction instr-id='637' subinstr-id='12'/>
+         <instruction instr-id='637' subinstr-id='14'/>
+         <instruction instr-id='637' subinstr-id='16'/>
+         <instruction instr-id='637' subinstr-id='18'/>
+         <instruction instr-id='637' subinstr-id='20'/>
+         <instruction instr-id='637' subinstr-id='22'/>
+         <instruction instr-id='644'/>
+         <instruction instr-id='644' subinstr-id='2'/>
+         <instruction instr-id='644' subinstr-id='6'/>
+         <instruction instr-id='685'/>
+         <instruction instr-id='685' subinstr-id='2'/>
+         <instruction instr-id='685' subinstr-id='4'/>
+         <instruction instr-id='685' subinstr-id='6'/>
+         <instruction instr-id='685' subinstr-id='8'/>
+         <instruction instr-id='685' subinstr-id='10'/>
+         <instruction instr-id='685' subinstr-id='12'/>
+         <instruction instr-id='685' subinstr-id='14'/>
+         <instruction instr-id='685' subinstr-id='16'/>
+         <instruction instr-id='685' subinstr-id='18'/>
+         <instruction instr-id='693'/>
+         <instruction instr-id='693' subinstr-id='4'/>
+         <instruction instr-id='731'/>
+         <instruction instr-id='731' subinstr-id='2'/>
+         <instruction instr-id='731' subinstr-id='4'/>
+         <instruction instr-id='731' subinstr-id='6'/>
+         <instruction instr-id='731' subinstr-id='8'/>
+         <instruction instr-id='731' subinstr-id='10'/>
+         <instruction instr-id='731' subinstr-id='12'/>
+         <instruction instr-id='731' subinstr-id='14'/>
+         <instruction instr-id='731' subinstr-id='16'/>
+         <instruction instr-id='731' subinstr-id='18'/>
+         <instruction instr-id='731' subinstr-id='20'/>
+         <instruction instr-id='739'/>
+         <instruction instr-id='739' subinstr-id='2'/>
+         <instruction instr-id='739' subinstr-id='4'/>
+         <instruction instr-id='739' subinstr-id='6'/>
+         <bounding-box x1='100' y1='451' x2='482' y2='543'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='1'>
+         <instruction instr-id='818'/>
+         <instruction instr-id='821'/>
+         <instruction instr-id='821' subinstr-id='2'/>
+         <instruction instr-id='821' subinstr-id='4'/>
+         <instruction instr-id='821' subinstr-id='6'/>
+         <instruction instr-id='821' subinstr-id='8'/>
+         <instruction instr-id='821' subinstr-id='10'/>
+         <instruction instr-id='821' subinstr-id='12'/>
+         <instruction instr-id='821' subinstr-id='14'/>
+         <instruction instr-id='821' subinstr-id='16'/>
+         <instruction instr-id='821' subinstr-id='18'/>
+         <instruction instr-id='821' subinstr-id='20'/>
+         <instruction instr-id='873'/>
+         <instruction instr-id='873' subinstr-id='2'/>
+         <instruction instr-id='883'/>
+         <instruction instr-id='910'/>
+         <instruction instr-id='910' subinstr-id='2'/>
+         <instruction instr-id='910' subinstr-id='4'/>
+         <instruction instr-id='910' subinstr-id='6'/>
+         <instruction instr-id='910' subinstr-id='8'/>
+         <instruction instr-id='910' subinstr-id='10'/>
+         <instruction instr-id='923'/>
+         <instruction instr-id='945'/>
+         <instruction instr-id='945' subinstr-id='2'/>
+         <instruction instr-id='945' subinstr-id='4'/>
+         <instruction instr-id='945' subinstr-id='6'/>
+         <instruction instr-id='955'/>
+         <instruction instr-id='993'/>
+         <instruction instr-id='993' subinstr-id='2'/>
+         <instruction instr-id='993' subinstr-id='4'/>
+         <instruction instr-id='993' subinstr-id='6'/>
+         <instruction instr-id='993' subinstr-id='8'/>
+         <instruction instr-id='1001'/>
+         <instruction instr-id='1001' subinstr-id='2'/>
+         <instruction instr-id='1001' subinstr-id='6'/>
+         <instruction instr-id='1038'/>
+         <instruction instr-id='1038' subinstr-id='2'/>
+         <instruction instr-id='1038' subinstr-id='4'/>
+         <instruction instr-id='1038' subinstr-id='6'/>
+         <instruction instr-id='1038' subinstr-id='8'/>
+         <instruction instr-id='1038' subinstr-id='10'/>
+         <instruction instr-id='1038' subinstr-id='14'/>
+         <instruction instr-id='1038' subinstr-id='16'/>
+         <instruction instr-id='1046'/>
+         <instruction instr-id='1046' subinstr-id='2'/>
+         <instruction instr-id='1046' subinstr-id='4'/>
+         <instruction instr-id='1046' subinstr-id='8'/>
+         <instruction instr-id='1083'/>
+         <instruction instr-id='1083' subinstr-id='2'/>
+         <instruction instr-id='1083' subinstr-id='4'/>
+         <instruction instr-id='1083' subinstr-id='8'/>
+         <instruction instr-id='1083' subinstr-id='10'/>
+         <instruction instr-id='1083' subinstr-id='12'/>
+         <instruction instr-id='1093'/>
+         <instruction instr-id='1093' subinstr-id='2'/>
+         <instruction instr-id='1101'/>
+         <instruction instr-id='1101' subinstr-id='2'/>
+         <instruction instr-id='1101' subinstr-id='6'/>
+         <instruction instr-id='1141'/>
+         <instruction instr-id='1141' subinstr-id='2'/>
+         <instruction instr-id='1141' subinstr-id='4'/>
+         <instruction instr-id='1141' subinstr-id='6'/>
+         <instruction instr-id='1141' subinstr-id='8'/>
+         <instruction instr-id='1141' subinstr-id='10'/>
+         <instruction instr-id='1141' subinstr-id='12'/>
+         <instruction instr-id='1141' subinstr-id='14'/>
+         <instruction instr-id='1141' subinstr-id='16'/>
+         <instruction instr-id='1141' subinstr-id='18'/>
+         <instruction instr-id='1141' subinstr-id='20'/>
+         <instruction instr-id='1141' subinstr-id='22'/>
+         <instruction instr-id='1149'/>
+         <instruction instr-id='1149' subinstr-id='2'/>
+         <instruction instr-id='1149' subinstr-id='4'/>
+         <instruction instr-id='1186'/>
+         <instruction instr-id='1186' subinstr-id='2'/>
+         <instruction instr-id='1186' subinstr-id='4'/>
+         <instruction instr-id='1186' subinstr-id='6'/>
+         <instruction instr-id='1186' subinstr-id='8'/>
+         <instruction instr-id='1186' subinstr-id='10'/>
+         <instruction instr-id='1186' subinstr-id='12'/>
+         <instruction instr-id='1196'/>
+         <instruction instr-id='1196' subinstr-id='2'/>
+         <instruction instr-id='1204'/>
+         <instruction instr-id='1204' subinstr-id='2'/>
+         <instruction instr-id='1204' subinstr-id='6'/>
+         <instruction instr-id='1244'/>
+         <instruction instr-id='1244' subinstr-id='2'/>
+         <instruction instr-id='1244' subinstr-id='4'/>
+         <instruction instr-id='1252'/>
+         <instruction instr-id='1252' subinstr-id='2'/>
+         <instruction instr-id='1252' subinstr-id='4'/>
+         <instruction instr-id='1289'/>
+         <instruction instr-id='1289' subinstr-id='2'/>
+         <instruction instr-id='1289' subinstr-id='4'/>
+         <instruction instr-id='1289' subinstr-id='6'/>
+         <instruction instr-id='1289' subinstr-id='8'/>
+         <instruction instr-id='1289' subinstr-id='10'/>
+         <instruction instr-id='1289' subinstr-id='12'/>
+         <instruction instr-id='1289' subinstr-id='14'/>
+         <instruction instr-id='1289' subinstr-id='16'/>
+         <instruction instr-id='1289' subinstr-id='18'/>
+         <instruction instr-id='1289' subinstr-id='20'/>
+         <instruction instr-id='1289' subinstr-id='22'/>
+         <instruction instr-id='1289' subinstr-id='24'/>
+         <instruction instr-id='1289' subinstr-id='26'/>
+         <instruction instr-id='1289' subinstr-id='28'/>
+         <instruction instr-id='1289' subinstr-id='30'/>
+         <instruction instr-id='1297'/>
+         <instruction instr-id='1297' subinstr-id='2'/>
+         <instruction instr-id='1297' subinstr-id='4'/>
+         <instruction instr-id='1334'/>
+         <instruction instr-id='1334' subinstr-id='2'/>
+         <instruction instr-id='1334' subinstr-id='4'/>
+         <instruction instr-id='1334' subinstr-id='6'/>
+         <instruction instr-id='1334' subinstr-id='8'/>
+         <instruction instr-id='1334' subinstr-id='10'/>
+         <instruction instr-id='1334' subinstr-id='12'/>
+         <instruction instr-id='1334' subinstr-id='14'/>
+         <instruction instr-id='1334' subinstr-id='16'/>
+         <instruction instr-id='1342'/>
+         <instruction instr-id='1342' subinstr-id='4'/>
+         <instruction instr-id='1382'/>
+         <instruction instr-id='1382' subinstr-id='2'/>
+         <instruction instr-id='1382' subinstr-id='4'/>
+         <instruction instr-id='1382' subinstr-id='6'/>
+         <instruction instr-id='1382' subinstr-id='8'/>
+         <instruction instr-id='1382' subinstr-id='10'/>
+         <instruction instr-id='1382' subinstr-id='12'/>
+         <instruction instr-id='1382' subinstr-id='14'/>
+         <instruction instr-id='1382' subinstr-id='16'/>
+         <instruction instr-id='1382' subinstr-id='18'/>
+         <instruction instr-id='1382' subinstr-id='20'/>
+         <instruction instr-id='1390'/>
+         <instruction instr-id='1390' subinstr-id='2'/>
+         <instruction instr-id='1390' subinstr-id='4'/>
+         <instruction instr-id='1390' subinstr-id='8'/>
+         <instruction instr-id='1427'/>
+         <instruction instr-id='1427' subinstr-id='2'/>
+         <instruction instr-id='1427' subinstr-id='4'/>
+         <instruction instr-id='1427' subinstr-id='6'/>
+         <instruction instr-id='1427' subinstr-id='8'/>
+         <instruction instr-id='1427' subinstr-id='10'/>
+         <instruction instr-id='1427' subinstr-id='12'/>
+         <instruction instr-id='1427' subinstr-id='14'/>
+         <instruction instr-id='1437'/>
+         <instruction instr-id='1437' subinstr-id='2'/>
+         <instruction instr-id='1437' subinstr-id='4'/>
+         <instruction instr-id='1445'/>
+         <instruction instr-id='1445' subinstr-id='2'/>
+         <instruction instr-id='1445' subinstr-id='4'/>
+         <instruction instr-id='1445' subinstr-id='8'/>
+         <instruction instr-id='1485'/>
+         <instruction instr-id='1485' subinstr-id='2'/>
+         <instruction instr-id='1485' subinstr-id='4'/>
+         <instruction instr-id='1485' subinstr-id='6'/>
+         <instruction instr-id='1485' subinstr-id='8'/>
+         <instruction instr-id='1485' subinstr-id='10'/>
+         <instruction instr-id='1485' subinstr-id='12'/>
+         <instruction instr-id='1485' subinstr-id='14'/>
+         <instruction instr-id='1485' subinstr-id='16'/>
+         <instruction instr-id='1485' subinstr-id='18'/>
+         <instruction instr-id='1485' subinstr-id='20'/>
+         <instruction instr-id='1485' subinstr-id='22'/>
+         <instruction instr-id='1485' subinstr-id='24'/>
+         <instruction instr-id='1485' subinstr-id='26'/>
+         <instruction instr-id='1493'/>
+         <instruction instr-id='1493' subinstr-id='2'/>
+         <instruction instr-id='1493' subinstr-id='4'/>
+         <instruction instr-id='1493' subinstr-id='8'/>
+         <bounding-box x1='101' y1='243' x2='483' y2='415'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='1'>
+         <instruction instr-id='1569'/>
+         <instruction instr-id='1572'/>
+         <instruction instr-id='1572' subinstr-id='2'/>
+         <instruction instr-id='1572' subinstr-id='4'/>
+         <instruction instr-id='1572' subinstr-id='6'/>
+         <instruction instr-id='1572' subinstr-id='8'/>
+         <instruction instr-id='1572' subinstr-id='10'/>
+         <instruction instr-id='1572' subinstr-id='12'/>
+         <instruction instr-id='1572' subinstr-id='14'/>
+         <instruction instr-id='1572' subinstr-id='16'/>
+         <instruction instr-id='1572' subinstr-id='18'/>
+         <instruction instr-id='1572' subinstr-id='20'/>
+         <instruction instr-id='1626'/>
+         <instruction instr-id='1626' subinstr-id='2'/>
+         <instruction instr-id='1636'/>
+         <instruction instr-id='1661'/>
+         <instruction instr-id='1661' subinstr-id='2'/>
+         <instruction instr-id='1661' subinstr-id='4'/>
+         <instruction instr-id='1661' subinstr-id='6'/>
+         <instruction instr-id='1661' subinstr-id='8'/>
+         <instruction instr-id='1661' subinstr-id='10'/>
+         <instruction instr-id='1671'/>
+         <instruction instr-id='1696'/>
+         <instruction instr-id='1696' subinstr-id='2'/>
+         <instruction instr-id='1696' subinstr-id='4'/>
+         <instruction instr-id='1696' subinstr-id='6'/>
+         <instruction instr-id='1696' subinstr-id='8'/>
+         <instruction instr-id='1706'/>
+         <instruction instr-id='1741'/>
+         <instruction instr-id='1741' subinstr-id='2'/>
+         <instruction instr-id='1741' subinstr-id='4'/>
+         <instruction instr-id='1741' subinstr-id='6'/>
+         <instruction instr-id='1741' subinstr-id='8'/>
+         <instruction instr-id='1741' subinstr-id='10'/>
+         <instruction instr-id='1741' subinstr-id='12'/>
+         <instruction instr-id='1741' subinstr-id='14'/>
+         <instruction instr-id='1741' subinstr-id='16'/>
+         <instruction instr-id='1749'/>
+         <instruction instr-id='1749' subinstr-id='2'/>
+         <instruction instr-id='1789'/>
+         <instruction instr-id='1789' subinstr-id='2'/>
+         <instruction instr-id='1789' subinstr-id='4'/>
+         <instruction instr-id='1789' subinstr-id='6'/>
+         <instruction instr-id='1789' subinstr-id='8'/>
+         <instruction instr-id='1789' subinstr-id='10'/>
+         <instruction instr-id='1789' subinstr-id='12'/>
+         <instruction instr-id='1789' subinstr-id='14'/>
+         <instruction instr-id='1789' subinstr-id='16'/>
+         <instruction instr-id='1797'/>
+         <instruction instr-id='1797' subinstr-id='2'/>
+         <instruction instr-id='1834'/>
+         <instruction instr-id='1834' subinstr-id='2'/>
+         <instruction instr-id='1834' subinstr-id='4'/>
+         <instruction instr-id='1834' subinstr-id='6'/>
+         <instruction instr-id='1834' subinstr-id='8'/>
+         <instruction instr-id='1834' subinstr-id='10'/>
+         <instruction instr-id='1834' subinstr-id='12'/>
+         <instruction instr-id='1834' subinstr-id='14'/>
+         <instruction instr-id='1842'/>
+         <instruction instr-id='1842' subinstr-id='2'/>
+         <instruction instr-id='1879'/>
+         <instruction instr-id='1879' subinstr-id='2'/>
+         <instruction instr-id='1879' subinstr-id='4'/>
+         <instruction instr-id='1879' subinstr-id='6'/>
+         <instruction instr-id='1879' subinstr-id='8'/>
+         <instruction instr-id='1879' subinstr-id='10'/>
+         <instruction instr-id='1879' subinstr-id='12'/>
+         <instruction instr-id='1879' subinstr-id='14'/>
+         <instruction instr-id='1879' subinstr-id='16'/>
+         <instruction instr-id='1887'/>
+         <instruction instr-id='1887' subinstr-id='2'/>
+         <instruction instr-id='1927'/>
+         <instruction instr-id='1927' subinstr-id='2'/>
+         <instruction instr-id='1927' subinstr-id='4'/>
+         <instruction instr-id='1927' subinstr-id='6'/>
+         <instruction instr-id='1927' subinstr-id='10'/>
+         <instruction instr-id='1927' subinstr-id='12'/>
+         <instruction instr-id='1927' subinstr-id='14'/>
+         <instruction instr-id='1935'/>
+         <instruction instr-id='1935' subinstr-id='2'/>
+         <instruction instr-id='1972'/>
+         <instruction instr-id='1972' subinstr-id='4'/>
+         <instruction instr-id='1972' subinstr-id='6'/>
+         <instruction instr-id='1972' subinstr-id='8'/>
+         <instruction instr-id='1980'/>
+         <instruction instr-id='1980' subinstr-id='2'/>
+         <instruction instr-id='2017'/>
+         <instruction instr-id='2017' subinstr-id='2'/>
+         <instruction instr-id='2017' subinstr-id='4'/>
+         <instruction instr-id='2017' subinstr-id='6'/>
+         <instruction instr-id='2017' subinstr-id='8'/>
+         <instruction instr-id='2017' subinstr-id='10'/>
+         <instruction instr-id='2017' subinstr-id='12'/>
+         <instruction instr-id='2017' subinstr-id='14'/>
+         <instruction instr-id='2017' subinstr-id='16'/>
+         <instruction instr-id='2017' subinstr-id='18'/>
+         <instruction instr-id='2017' subinstr-id='20'/>
+         <instruction instr-id='2017' subinstr-id='22'/>
+         <instruction instr-id='2017' subinstr-id='24'/>
+         <instruction instr-id='2017' subinstr-id='26'/>
+         <instruction instr-id='2017' subinstr-id='28'/>
+         <instruction instr-id='2017' subinstr-id='30'/>
+         <instruction instr-id='2017' subinstr-id='32'/>
+         <instruction instr-id='2017' subinstr-id='34'/>
+         <instruction instr-id='2017' subinstr-id='36'/>
+         <instruction instr-id='2017' subinstr-id='38'/>
+         <instruction instr-id='2025'/>
+         <instruction instr-id='2025' subinstr-id='2'/>
+         <instruction instr-id='2065'/>
+         <instruction instr-id='2065' subinstr-id='2'/>
+         <instruction instr-id='2065' subinstr-id='4'/>
+         <instruction instr-id='2065' subinstr-id='6'/>
+         <instruction instr-id='2065' subinstr-id='8'/>
+         <instruction instr-id='2065' subinstr-id='10'/>
+         <instruction instr-id='2065' subinstr-id='12'/>
+         <instruction instr-id='2065' subinstr-id='14'/>
+         <instruction instr-id='2065' subinstr-id='16'/>
+         <instruction instr-id='2073'/>
+         <instruction instr-id='2073' subinstr-id='2'/>
+         <bounding-box x1='102' y1='95' x2='476' y2='207'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='2'>
+         <instruction instr-id='46'/>
+         <instruction instr-id='49'/>
+         <instruction instr-id='49' subinstr-id='2'/>
+         <instruction instr-id='49' subinstr-id='4'/>
+         <instruction instr-id='49' subinstr-id='6'/>
+         <instruction instr-id='49' subinstr-id='8'/>
+         <instruction instr-id='49' subinstr-id='10'/>
+         <instruction instr-id='49' subinstr-id='12'/>
+         <instruction instr-id='49' subinstr-id='14'/>
+         <instruction instr-id='49' subinstr-id='16'/>
+         <instruction instr-id='49' subinstr-id='18'/>
+         <instruction instr-id='49' subinstr-id='20'/>
+         <instruction instr-id='104'/>
+         <instruction instr-id='104' subinstr-id='2'/>
+         <instruction instr-id='114'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='140' subinstr-id='4'/>
+         <instruction instr-id='140' subinstr-id='6'/>
+         <instruction instr-id='140' subinstr-id='8'/>
+         <instruction instr-id='140' subinstr-id='10'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='222' subinstr-id='12'/>
+         <instruction instr-id='222' subinstr-id='14'/>
+         <instruction instr-id='222' subinstr-id='16'/>
+         <instruction instr-id='222' subinstr-id='18'/>
+         <instruction instr-id='222' subinstr-id='20'/>
+         <instruction instr-id='222' subinstr-id='22'/>
+         <instruction instr-id='222' subinstr-id='24'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='289' subinstr-id='4'/>
+         <instruction instr-id='327'/>
+         <instruction instr-id='327' subinstr-id='2'/>
+         <instruction instr-id='327' subinstr-id='4'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='335' subinstr-id='2'/>
+         <instruction instr-id='373'/>
+         <instruction instr-id='373' subinstr-id='2'/>
+         <instruction instr-id='373' subinstr-id='4'/>
+         <instruction instr-id='381'/>
+         <instruction instr-id='381' subinstr-id='2'/>
+         <instruction instr-id='381' subinstr-id='4'/>
+         <instruction instr-id='422'/>
+         <instruction instr-id='422' subinstr-id='2'/>
+         <instruction instr-id='422' subinstr-id='4'/>
+         <instruction instr-id='422' subinstr-id='6'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='468' subinstr-id='6'/>
+         <instruction instr-id='468' subinstr-id='8'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='476' subinstr-id='2'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='522' subinstr-id='4'/>
+         <instruction instr-id='563'/>
+         <instruction instr-id='563' subinstr-id='2'/>
+         <instruction instr-id='563' subinstr-id='4'/>
+         <instruction instr-id='563' subinstr-id='6'/>
+         <instruction instr-id='563' subinstr-id='8'/>
+         <instruction instr-id='563' subinstr-id='10'/>
+         <instruction instr-id='571'/>
+         <instruction instr-id='571' subinstr-id='2'/>
+         <instruction instr-id='571' subinstr-id='4'/>
+         <instruction instr-id='609'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='617' subinstr-id='2'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='658' subinstr-id='2'/>
+         <instruction instr-id='658' subinstr-id='4'/>
+         <instruction instr-id='666'/>
+         <instruction instr-id='666' subinstr-id='2'/>
+         <instruction instr-id='666' subinstr-id='4'/>
+         <instruction instr-id='704'/>
+         <instruction instr-id='712'/>
+         <instruction instr-id='712' subinstr-id='2'/>
+         <instruction instr-id='712' subinstr-id='4'/>
+         <instruction instr-id='750'/>
+         <instruction instr-id='758'/>
+         <instruction instr-id='758' subinstr-id='2'/>
+         <instruction instr-id='799'/>
+         <instruction instr-id='799' subinstr-id='2'/>
+         <instruction instr-id='799' subinstr-id='4'/>
+         <instruction instr-id='807'/>
+         <instruction instr-id='807' subinstr-id='2'/>
+         <instruction instr-id='845'/>
+         <instruction instr-id='845' subinstr-id='2'/>
+         <instruction instr-id='845' subinstr-id='4'/>
+         <instruction instr-id='845' subinstr-id='6'/>
+         <instruction instr-id='853'/>
+         <instruction instr-id='853' subinstr-id='4'/>
+         <instruction instr-id='891'/>
+         <instruction instr-id='891' subinstr-id='2'/>
+         <instruction instr-id='891' subinstr-id='4'/>
+         <instruction instr-id='891' subinstr-id='6'/>
+         <instruction instr-id='891' subinstr-id='8'/>
+         <instruction instr-id='899'/>
+         <instruction instr-id='899' subinstr-id='2'/>
+         <instruction instr-id='899' subinstr-id='4'/>
+         <instruction instr-id='940'/>
+         <instruction instr-id='940' subinstr-id='2'/>
+         <instruction instr-id='948'/>
+         <instruction instr-id='948' subinstr-id='2'/>
+         <instruction instr-id='986'/>
+         <instruction instr-id='986' subinstr-id='2'/>
+         <instruction instr-id='986' subinstr-id='4'/>
+         <instruction instr-id='994'/>
+         <instruction instr-id='994' subinstr-id='2'/>
+         <instruction instr-id='1035'/>
+         <instruction instr-id='1035' subinstr-id='2'/>
+         <instruction instr-id='1035' subinstr-id='4'/>
+         <instruction instr-id='1035' subinstr-id='6'/>
+         <instruction instr-id='1035' subinstr-id='8'/>
+         <instruction instr-id='1035' subinstr-id='10'/>
+         <instruction instr-id='1043'/>
+         <instruction instr-id='1043' subinstr-id='2'/>
+         <instruction instr-id='1043' subinstr-id='4'/>
+         <instruction instr-id='1081'/>
+         <instruction instr-id='1081' subinstr-id='2'/>
+         <instruction instr-id='1089'/>
+         <instruction instr-id='1089' subinstr-id='2'/>
+         <instruction instr-id='1127'/>
+         <instruction instr-id='1127' subinstr-id='2'/>
+         <instruction instr-id='1127' subinstr-id='4'/>
+         <instruction instr-id='1127' subinstr-id='6'/>
+         <instruction instr-id='1127' subinstr-id='8'/>
+         <instruction instr-id='1127' subinstr-id='10'/>
+         <instruction instr-id='1127' subinstr-id='12'/>
+         <instruction instr-id='1127' subinstr-id='14'/>
+         <instruction instr-id='1127' subinstr-id='16'/>
+         <instruction instr-id='1127' subinstr-id='18'/>
+         <instruction instr-id='1127' subinstr-id='20'/>
+         <instruction instr-id='1127' subinstr-id='22'/>
+         <instruction instr-id='1127' subinstr-id='24'/>
+         <instruction instr-id='1127' subinstr-id='26'/>
+         <instruction instr-id='1127' subinstr-id='28'/>
+         <instruction instr-id='1127' subinstr-id='30'/>
+         <instruction instr-id='1135'/>
+         <instruction instr-id='1135' subinstr-id='2'/>
+         <instruction instr-id='1135' subinstr-id='4'/>
+         <instruction instr-id='1176'/>
+         <instruction instr-id='1176' subinstr-id='2'/>
+         <instruction instr-id='1176' subinstr-id='4'/>
+         <instruction instr-id='1176' subinstr-id='6'/>
+         <instruction instr-id='1176' subinstr-id='8'/>
+         <instruction instr-id='1176' subinstr-id='10'/>
+         <instruction instr-id='1176' subinstr-id='12'/>
+         <instruction instr-id='1184'/>
+         <instruction instr-id='1184' subinstr-id='2'/>
+         <instruction instr-id='1184' subinstr-id='4'/>
+         <instruction instr-id='1222'/>
+         <instruction instr-id='1222' subinstr-id='2'/>
+         <instruction instr-id='1222' subinstr-id='4'/>
+         <instruction instr-id='1222' subinstr-id='6'/>
+         <instruction instr-id='1222' subinstr-id='8'/>
+         <instruction instr-id='1222' subinstr-id='10'/>
+         <instruction instr-id='1222' subinstr-id='12'/>
+         <instruction instr-id='1222' subinstr-id='14'/>
+         <instruction instr-id='1222' subinstr-id='16'/>
+         <instruction instr-id='1222' subinstr-id='18'/>
+         <instruction instr-id='1222' subinstr-id='20'/>
+         <instruction instr-id='1222' subinstr-id='22'/>
+         <instruction instr-id='1222' subinstr-id='24'/>
+         <instruction instr-id='1222' subinstr-id='26'/>
+         <instruction instr-id='1222' subinstr-id='28'/>
+         <instruction instr-id='1222' subinstr-id='30'/>
+         <instruction instr-id='1222' subinstr-id='32'/>
+         <instruction instr-id='1222' subinstr-id='34'/>
+         <instruction instr-id='1230'/>
+         <instruction instr-id='1230' subinstr-id='2'/>
+         <instruction instr-id='1230' subinstr-id='4'/>
+         <bounding-box x1='102' y1='482' x2='480' y2='747'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='2'>
+         <instruction instr-id='1304'/>
+         <instruction instr-id='1307'/>
+         <instruction instr-id='1307' subinstr-id='2'/>
+         <instruction instr-id='1307' subinstr-id='4'/>
+         <instruction instr-id='1307' subinstr-id='6'/>
+         <instruction instr-id='1307' subinstr-id='8'/>
+         <instruction instr-id='1307' subinstr-id='10'/>
+         <instruction instr-id='1307' subinstr-id='12'/>
+         <instruction instr-id='1307' subinstr-id='14'/>
+         <instruction instr-id='1307' subinstr-id='16'/>
+         <instruction instr-id='1307' subinstr-id='18'/>
+         <instruction instr-id='1307' subinstr-id='20'/>
+         <instruction instr-id='1359'/>
+         <instruction instr-id='1359' subinstr-id='2'/>
+         <instruction instr-id='1369'/>
+         <instruction instr-id='1392'/>
+         <instruction instr-id='1392' subinstr-id='2'/>
+         <instruction instr-id='1392' subinstr-id='4'/>
+         <instruction instr-id='1392' subinstr-id='6'/>
+         <instruction instr-id='1392' subinstr-id='8'/>
+         <instruction instr-id='1392' subinstr-id='10'/>
+         <instruction instr-id='1402'/>
+         <instruction instr-id='1425'/>
+         <instruction instr-id='1425' subinstr-id='2'/>
+         <instruction instr-id='1425' subinstr-id='4'/>
+         <instruction instr-id='1425' subinstr-id='6'/>
+         <instruction instr-id='1425' subinstr-id='8'/>
+         <instruction instr-id='1435'/>
+         <instruction instr-id='1473'/>
+         <instruction instr-id='1473' subinstr-id='2'/>
+         <instruction instr-id='1473' subinstr-id='4'/>
+         <instruction instr-id='1473' subinstr-id='6'/>
+         <instruction instr-id='1473' subinstr-id='8'/>
+         <instruction instr-id='1473' subinstr-id='10'/>
+         <instruction instr-id='1473' subinstr-id='12'/>
+         <instruction instr-id='1481'/>
+         <instruction instr-id='1481' subinstr-id='4'/>
+         <instruction instr-id='1519'/>
+         <instruction instr-id='1519' subinstr-id='2'/>
+         <instruction instr-id='1519' subinstr-id='4'/>
+         <instruction instr-id='1519' subinstr-id='6'/>
+         <instruction instr-id='1519' subinstr-id='8'/>
+         <instruction instr-id='1519' subinstr-id='10'/>
+         <instruction instr-id='1527'/>
+         <instruction instr-id='1527' subinstr-id='2'/>
+         <instruction instr-id='1527' subinstr-id='4'/>
+         <instruction instr-id='1527' subinstr-id='6'/>
+         <instruction instr-id='1568'/>
+         <instruction instr-id='1568' subinstr-id='2'/>
+         <instruction instr-id='1568' subinstr-id='4'/>
+         <instruction instr-id='1568' subinstr-id='6'/>
+         <instruction instr-id='1568' subinstr-id='8'/>
+         <instruction instr-id='1568' subinstr-id='10'/>
+         <instruction instr-id='1576'/>
+         <instruction instr-id='1576' subinstr-id='2'/>
+         <instruction instr-id='1576' subinstr-id='4'/>
+         <instruction instr-id='1614'/>
+         <instruction instr-id='1614' subinstr-id='2'/>
+         <instruction instr-id='1614' subinstr-id='4'/>
+         <instruction instr-id='1614' subinstr-id='6'/>
+         <instruction instr-id='1614' subinstr-id='8'/>
+         <instruction instr-id='1614' subinstr-id='10'/>
+         <instruction instr-id='1614' subinstr-id='12'/>
+         <instruction instr-id='1614' subinstr-id='14'/>
+         <instruction instr-id='1614' subinstr-id='16'/>
+         <instruction instr-id='1614' subinstr-id='18'/>
+         <instruction instr-id='1614' subinstr-id='20'/>
+         <instruction instr-id='1614' subinstr-id='22'/>
+         <instruction instr-id='1614' subinstr-id='24'/>
+         <instruction instr-id='1614' subinstr-id='26'/>
+         <instruction instr-id='1614' subinstr-id='28'/>
+         <instruction instr-id='1614' subinstr-id='30'/>
+         <instruction instr-id='1614' subinstr-id='32'/>
+         <instruction instr-id='1614' subinstr-id='34'/>
+         <instruction instr-id='1622'/>
+         <instruction instr-id='1622' subinstr-id='2'/>
+         <instruction instr-id='1622' subinstr-id='4'/>
+         <instruction instr-id='1660'/>
+         <instruction instr-id='1660' subinstr-id='2'/>
+         <instruction instr-id='1660' subinstr-id='4'/>
+         <instruction instr-id='1660' subinstr-id='6'/>
+         <instruction instr-id='1660' subinstr-id='8'/>
+         <instruction instr-id='1660' subinstr-id='10'/>
+         <instruction instr-id='1660' subinstr-id='12'/>
+         <instruction instr-id='1660' subinstr-id='14'/>
+         <instruction instr-id='1660' subinstr-id='16'/>
+         <instruction instr-id='1660' subinstr-id='18'/>
+         <instruction instr-id='1660' subinstr-id='20'/>
+         <instruction instr-id='1660' subinstr-id='22'/>
+         <instruction instr-id='1668'/>
+         <instruction instr-id='1668' subinstr-id='2'/>
+         <instruction instr-id='1668' subinstr-id='4'/>
+         <instruction instr-id='1709'/>
+         <instruction instr-id='1709' subinstr-id='2'/>
+         <instruction instr-id='1709' subinstr-id='4'/>
+         <instruction instr-id='1709' subinstr-id='6'/>
+         <instruction instr-id='1709' subinstr-id='8'/>
+         <instruction instr-id='1709' subinstr-id='10'/>
+         <instruction instr-id='1709' subinstr-id='12'/>
+         <instruction instr-id='1709' subinstr-id='14'/>
+         <instruction instr-id='1709' subinstr-id='16'/>
+         <instruction instr-id='1709' subinstr-id='18'/>
+         <instruction instr-id='1717'/>
+         <instruction instr-id='1717' subinstr-id='2'/>
+         <instruction instr-id='1717' subinstr-id='4'/>
+         <instruction instr-id='1755'/>
+         <instruction instr-id='1763'/>
+         <instruction instr-id='1763' subinstr-id='2'/>
+         <instruction instr-id='1801'/>
+         <instruction instr-id='1801' subinstr-id='2'/>
+         <instruction instr-id='1801' subinstr-id='4'/>
+         <instruction instr-id='1801' subinstr-id='6'/>
+         <instruction instr-id='1801' subinstr-id='8'/>
+         <instruction instr-id='1801' subinstr-id='10'/>
+         <instruction instr-id='1801' subinstr-id='14'/>
+         <instruction instr-id='1801' subinstr-id='16'/>
+         <instruction instr-id='1809'/>
+         <instruction instr-id='1809' subinstr-id='4'/>
+         <instruction instr-id='1809' subinstr-id='6'/>
+         <instruction instr-id='1850'/>
+         <instruction instr-id='1850' subinstr-id='2'/>
+         <instruction instr-id='1850' subinstr-id='4'/>
+         <instruction instr-id='1850' subinstr-id='6'/>
+         <instruction instr-id='1850' subinstr-id='8'/>
+         <instruction instr-id='1858'/>
+         <instruction instr-id='1858' subinstr-id='2'/>
+         <instruction instr-id='1858' subinstr-id='4'/>
+         <instruction instr-id='1858' subinstr-id='6'/>
+         <instruction instr-id='1858' subinstr-id='8'/>
+         <instruction instr-id='1896'/>
+         <instruction instr-id='1896' subinstr-id='2'/>
+         <instruction instr-id='1896' subinstr-id='4'/>
+         <instruction instr-id='1896' subinstr-id='6'/>
+         <instruction instr-id='1896' subinstr-id='8'/>
+         <instruction instr-id='1896' subinstr-id='10'/>
+         <instruction instr-id='1896' subinstr-id='12'/>
+         <instruction instr-id='1896' subinstr-id='14'/>
+         <instruction instr-id='1896' subinstr-id='16'/>
+         <instruction instr-id='1896' subinstr-id='18'/>
+         <instruction instr-id='1896' subinstr-id='20'/>
+         <instruction instr-id='1896' subinstr-id='22'/>
+         <instruction instr-id='1896' subinstr-id='24'/>
+         <instruction instr-id='1896' subinstr-id='26'/>
+         <instruction instr-id='1904'/>
+         <instruction instr-id='1904' subinstr-id='2'/>
+         <instruction instr-id='1945'/>
+         <instruction instr-id='1945' subinstr-id='2'/>
+         <instruction instr-id='1945' subinstr-id='4'/>
+         <instruction instr-id='1945' subinstr-id='6'/>
+         <instruction instr-id='1945' subinstr-id='8'/>
+         <instruction instr-id='1945' subinstr-id='10'/>
+         <instruction instr-id='1945' subinstr-id='12'/>
+         <instruction instr-id='1945' subinstr-id='14'/>
+         <instruction instr-id='1945' subinstr-id='16'/>
+         <instruction instr-id='1945' subinstr-id='18'/>
+         <instruction instr-id='1945' subinstr-id='20'/>
+         <instruction instr-id='1945' subinstr-id='22'/>
+         <instruction instr-id='1945' subinstr-id='24'/>
+         <instruction instr-id='1945' subinstr-id='26'/>
+         <instruction instr-id='1945' subinstr-id='28'/>
+         <instruction instr-id='1953'/>
+         <instruction instr-id='1953' subinstr-id='2'/>
+         <instruction instr-id='1953' subinstr-id='4'/>
+         <instruction instr-id='1991'/>
+         <instruction instr-id='1991' subinstr-id='2'/>
+         <instruction instr-id='1991' subinstr-id='4'/>
+         <instruction instr-id='1991' subinstr-id='6'/>
+         <instruction instr-id='1991' subinstr-id='8'/>
+         <instruction instr-id='1991' subinstr-id='10'/>
+         <instruction instr-id='1991' subinstr-id='12'/>
+         <instruction instr-id='1991' subinstr-id='14'/>
+         <instruction instr-id='1991' subinstr-id='16'/>
+         <instruction instr-id='1991' subinstr-id='18'/>
+         <instruction instr-id='1991' subinstr-id='20'/>
+         <instruction instr-id='1991' subinstr-id='22'/>
+         <instruction instr-id='1991' subinstr-id='24'/>
+         <instruction instr-id='1999'/>
+         <instruction instr-id='1999' subinstr-id='2'/>
+         <instruction instr-id='1999' subinstr-id='4'/>
+         <instruction instr-id='1999' subinstr-id='6'/>
+         <instruction instr-id='1999' subinstr-id='8'/>
+         <instruction instr-id='2037'/>
+         <instruction instr-id='2037' subinstr-id='2'/>
+         <instruction instr-id='2037' subinstr-id='4'/>
+         <instruction instr-id='2037' subinstr-id='6'/>
+         <instruction instr-id='2037' subinstr-id='8'/>
+         <instruction instr-id='2037' subinstr-id='10'/>
+         <instruction instr-id='2045'/>
+         <instruction instr-id='2045' subinstr-id='2'/>
+         <instruction instr-id='2086'/>
+         <instruction instr-id='2086' subinstr-id='2'/>
+         <instruction instr-id='2086' subinstr-id='4'/>
+         <instruction instr-id='2086' subinstr-id='6'/>
+         <instruction instr-id='2086' subinstr-id='8'/>
+         <instruction instr-id='2086' subinstr-id='10'/>
+         <instruction instr-id='2086' subinstr-id='12'/>
+         <instruction instr-id='2086' subinstr-id='14'/>
+         <instruction instr-id='2094'/>
+         <instruction instr-id='2094' subinstr-id='2'/>
+         <instruction instr-id='2132'/>
+         <instruction instr-id='2132' subinstr-id='2'/>
+         <instruction instr-id='2132' subinstr-id='4'/>
+         <instruction instr-id='2132' subinstr-id='6'/>
+         <instruction instr-id='2132' subinstr-id='8'/>
+         <instruction instr-id='2132' subinstr-id='10'/>
+         <instruction instr-id='2132' subinstr-id='12'/>
+         <instruction instr-id='2132' subinstr-id='14'/>
+         <instruction instr-id='2132' subinstr-id='16'/>
+         <instruction instr-id='2132' subinstr-id='18'/>
+         <instruction instr-id='2140'/>
+         <instruction instr-id='2140' subinstr-id='2'/>
+         <instruction instr-id='2140' subinstr-id='4'/>
+         <instruction instr-id='2140' subinstr-id='6'/>
+         <instruction instr-id='2140' subinstr-id='8'/>
+         <instruction instr-id='2178'/>
+         <instruction instr-id='2178' subinstr-id='2'/>
+         <instruction instr-id='2178' subinstr-id='4'/>
+         <instruction instr-id='2178' subinstr-id='6'/>
+         <instruction instr-id='2178' subinstr-id='8'/>
+         <instruction instr-id='2178' subinstr-id='10'/>
+         <instruction instr-id='2178' subinstr-id='12'/>
+         <instruction instr-id='2178' subinstr-id='14'/>
+         <instruction instr-id='2178' subinstr-id='16'/>
+         <instruction instr-id='2178' subinstr-id='18'/>
+         <instruction instr-id='2178' subinstr-id='20'/>
+         <instruction instr-id='2178' subinstr-id='22'/>
+         <instruction instr-id='2178' subinstr-id='24'/>
+         <instruction instr-id='2178' subinstr-id='26'/>
+         <instruction instr-id='2186'/>
+         <instruction instr-id='2186' subinstr-id='2'/>
+         <instruction instr-id='2186' subinstr-id='4'/>
+         <instruction instr-id='2227'/>
+         <instruction instr-id='2227' subinstr-id='2'/>
+         <instruction instr-id='2235'/>
+         <instruction instr-id='2235' subinstr-id='2'/>
+         <instruction instr-id='2273'/>
+         <instruction instr-id='2273' subinstr-id='2'/>
+         <instruction instr-id='2273' subinstr-id='4'/>
+         <instruction instr-id='2273' subinstr-id='6'/>
+         <instruction instr-id='2273' subinstr-id='8'/>
+         <instruction instr-id='2273' subinstr-id='10'/>
+         <instruction instr-id='2273' subinstr-id='12'/>
+         <instruction instr-id='2273' subinstr-id='14'/>
+         <instruction instr-id='2273' subinstr-id='16'/>
+         <instruction instr-id='2273' subinstr-id='18'/>
+         <instruction instr-id='2273' subinstr-id='20'/>
+         <instruction instr-id='2273' subinstr-id='22'/>
+         <instruction instr-id='2273' subinstr-id='24'/>
+         <instruction instr-id='2273' subinstr-id='26'/>
+         <instruction instr-id='2273' subinstr-id='28'/>
+         <instruction instr-id='2273' subinstr-id='30'/>
+         <instruction instr-id='2273' subinstr-id='32'/>
+         <instruction instr-id='2273' subinstr-id='34'/>
+         <instruction instr-id='2273' subinstr-id='36'/>
+         <instruction instr-id='2273' subinstr-id='38'/>
+         <instruction instr-id='2281'/>
+         <instruction instr-id='2281' subinstr-id='2'/>
+         <instruction instr-id='2322'/>
+         <instruction instr-id='2322' subinstr-id='2'/>
+         <instruction instr-id='2322' subinstr-id='4'/>
+         <instruction instr-id='2322' subinstr-id='6'/>
+         <instruction instr-id='2322' subinstr-id='8'/>
+         <instruction instr-id='2322' subinstr-id='10'/>
+         <instruction instr-id='2322' subinstr-id='12'/>
+         <instruction instr-id='2322' subinstr-id='14'/>
+         <instruction instr-id='2322' subinstr-id='16'/>
+         <instruction instr-id='2322' subinstr-id='18'/>
+         <instruction instr-id='2330'/>
+         <instruction instr-id='2330' subinstr-id='2'/>
+         <instruction instr-id='2330' subinstr-id='4'/>
+         <instruction instr-id='2368'/>
+         <instruction instr-id='2368' subinstr-id='2'/>
+         <instruction instr-id='2368' subinstr-id='4'/>
+         <instruction instr-id='2368' subinstr-id='6'/>
+         <instruction instr-id='2368' subinstr-id='8'/>
+         <instruction instr-id='2368' subinstr-id='10'/>
+         <instruction instr-id='2376'/>
+         <instruction instr-id='2376' subinstr-id='2'/>
+         <instruction instr-id='2414'/>
+         <instruction instr-id='2414' subinstr-id='2'/>
+         <instruction instr-id='2414' subinstr-id='4'/>
+         <instruction instr-id='2414' subinstr-id='6'/>
+         <instruction instr-id='2414' subinstr-id='8'/>
+         <instruction instr-id='2414' subinstr-id='10'/>
+         <instruction instr-id='2414' subinstr-id='12'/>
+         <instruction instr-id='2414' subinstr-id='14'/>
+         <instruction instr-id='2414' subinstr-id='16'/>
+         <instruction instr-id='2414' subinstr-id='18'/>
+         <instruction instr-id='2422'/>
+         <instruction instr-id='2422' subinstr-id='2'/>
+         <instruction instr-id='2422' subinstr-id='4'/>
+         <bounding-box x1='101' y1='201' x2='483' y2='446'/>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' page='3'>
+         <instruction instr-id='55'/>
+         <instruction instr-id='58'/>
+         <instruction instr-id='58' subinstr-id='2'/>
+         <instruction instr-id='58' subinstr-id='4'/>
+         <instruction instr-id='58' subinstr-id='6'/>
+         <instruction instr-id='58' subinstr-id='8'/>
+         <instruction instr-id='58' subinstr-id='10'/>
+         <instruction instr-id='58' subinstr-id='12'/>
+         <instruction instr-id='58' subinstr-id='14'/>
+         <instruction instr-id='58' subinstr-id='16'/>
+         <instruction instr-id='58' subinstr-id='18'/>
+         <instruction instr-id='58' subinstr-id='20'/>
+         <instruction instr-id='113'/>
+         <instruction instr-id='113' subinstr-id='2'/>
+         <instruction instr-id='123'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='149' subinstr-id='4'/>
+         <instruction instr-id='149' subinstr-id='6'/>
+         <instruction instr-id='149' subinstr-id='8'/>
+         <instruction instr-id='149' subinstr-id='10'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='300'/>
+         <instruction instr-id='300' subinstr-id='2'/>
+         <instruction instr-id='300' subinstr-id='4'/>
+         <instruction instr-id='306'/>
+         <instruction instr-id='306' subinstr-id='2'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='343' subinstr-id='2'/>
+         <instruction instr-id='343' subinstr-id='4'/>
+         <instruction instr-id='343' subinstr-id='6'/>
+         <instruction instr-id='343' subinstr-id='8'/>
+         <instruction instr-id='343' subinstr-id='10'/>
+         <instruction instr-id='343' subinstr-id='12'/>
+         <instruction instr-id='351'/>
+         <instruction instr-id='351' subinstr-id='4'/>
+         <instruction instr-id='389'/>
+         <instruction instr-id='389' subinstr-id='2'/>
+         <instruction instr-id='389' subinstr-id='4'/>
+         <instruction instr-id='389' subinstr-id='6'/>
+         <instruction instr-id='389' subinstr-id='8'/>
+         <instruction instr-id='389' subinstr-id='10'/>
+         <instruction instr-id='389' subinstr-id='12'/>
+         <instruction instr-id='389' subinstr-id='14'/>
+         <instruction instr-id='389' subinstr-id='16'/>
+         <instruction instr-id='389' subinstr-id='18'/>
+         <instruction instr-id='389' subinstr-id='20'/>
+         <instruction instr-id='389' subinstr-id='22'/>
+         <instruction instr-id='389' subinstr-id='24'/>
+         <instruction instr-id='389' subinstr-id='26'/>
+         <instruction instr-id='389' subinstr-id='28'/>
+         <instruction instr-id='389' subinstr-id='30'/>
+         <instruction instr-id='389' subinstr-id='32'/>
+         <instruction instr-id='389' subinstr-id='34'/>
+         <instruction instr-id='389' subinstr-id='36'/>
+         <instruction instr-id='389' subinstr-id='38'/>
+         <instruction instr-id='389' subinstr-id='40'/>
+         <instruction instr-id='389' subinstr-id='42'/>
+         <instruction instr-id='389' subinstr-id='44'/>
+         <instruction instr-id='397'/>
+         <instruction instr-id='397' subinstr-id='2'/>
+         <instruction instr-id='435'/>
+         <instruction instr-id='435' subinstr-id='2'/>
+         <instruction instr-id='435' subinstr-id='4'/>
+         <instruction instr-id='435' subinstr-id='6'/>
+         <instruction instr-id='435' subinstr-id='8'/>
+         <instruction instr-id='435' subinstr-id='10'/>
+         <instruction instr-id='443'/>
+         <instruction instr-id='449'/>
+         <instruction instr-id='449' subinstr-id='2'/>
+         <instruction instr-id='449' subinstr-id='4'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='461' subinstr-id='2'/>
+         <instruction instr-id='461' subinstr-id='4'/>
+         <instruction instr-id='467'/>
+         <instruction instr-id='467' subinstr-id='2'/>
+         <instruction instr-id='505'/>
+         <instruction instr-id='505' subinstr-id='2'/>
+         <instruction instr-id='505' subinstr-id='4'/>
+         <instruction instr-id='505' subinstr-id='6'/>
+         <instruction instr-id='505' subinstr-id='8'/>
+         <instruction instr-id='513'/>
+         <instruction instr-id='513' subinstr-id='2'/>
+         <instruction instr-id='513' subinstr-id='4'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='2'/>
+         <instruction instr-id='551' subinstr-id='4'/>
+         <instruction instr-id='559'/>
+         <instruction instr-id='559' subinstr-id='4'/>
+         <instruction instr-id='597'/>
+         <instruction instr-id='597' subinstr-id='2'/>
+         <instruction instr-id='597' subinstr-id='4'/>
+         <instruction instr-id='597' subinstr-id='6'/>
+         <instruction instr-id='605'/>
+         <instruction instr-id='605' subinstr-id='2'/>
+         <instruction instr-id='643'/>
+         <instruction instr-id='643' subinstr-id='2'/>
+         <instruction instr-id='643' subinstr-id='4'/>
+         <instruction instr-id='643' subinstr-id='6'/>
+         <instruction instr-id='643' subinstr-id='8'/>
+         <instruction instr-id='643' subinstr-id='10'/>
+         <instruction instr-id='643' subinstr-id='12'/>
+         <instruction instr-id='643' subinstr-id='14'/>
+         <instruction instr-id='643' subinstr-id='16'/>
+         <instruction instr-id='643' subinstr-id='18'/>
+         <instruction instr-id='643' subinstr-id='20'/>
+         <instruction instr-id='643' subinstr-id='22'/>
+         <instruction instr-id='643' subinstr-id='24'/>
+         <instruction instr-id='643' subinstr-id='26'/>
+         <instruction instr-id='643' subinstr-id='28'/>
+         <instruction instr-id='643' subinstr-id='30'/>
+         <instruction instr-id='653'/>
+         <instruction instr-id='653' subinstr-id='2'/>
+         <instruction instr-id='653' subinstr-id='4'/>
+         <instruction instr-id='661'/>
+         <instruction instr-id='661' subinstr-id='2'/>
+         <instruction instr-id='661' subinstr-id='4'/>
+         <instruction instr-id='702'/>
+         <instruction instr-id='702' subinstr-id='2'/>
+         <instruction instr-id='702' subinstr-id='4'/>
+         <instruction instr-id='702' subinstr-id='6'/>
+         <instruction instr-id='702' subinstr-id='8'/>
+         <instruction instr-id='702' subinstr-id='10'/>
+         <instruction instr-id='702' subinstr-id='12'/>
+         <instruction instr-id='702' subinstr-id='14'/>
+         <instruction instr-id='702' subinstr-id='16'/>
+         <instruction instr-id='702' subinstr-id='18'/>
+         <instruction instr-id='702' subinstr-id='20'/>
+         <instruction instr-id='702' subinstr-id='22'/>
+         <instruction instr-id='702' subinstr-id='24'/>
+         <instruction instr-id='702' subinstr-id='26'/>
+         <instruction instr-id='702' subinstr-id='28'/>
+         <instruction instr-id='702' subinstr-id='30'/>
+         <instruction instr-id='702' subinstr-id='32'/>
+         <instruction instr-id='702' subinstr-id='34'/>
+         <instruction instr-id='702' subinstr-id='36'/>
+         <instruction instr-id='702' subinstr-id='38'/>
+         <instruction instr-id='702' subinstr-id='40'/>
+         <instruction instr-id='702' subinstr-id='42'/>
+         <instruction instr-id='702' subinstr-id='44'/>
+         <instruction instr-id='702' subinstr-id='46'/>
+         <instruction instr-id='710'/>
+         <instruction instr-id='710' subinstr-id='4'/>
+         <instruction instr-id='748'/>
+         <instruction instr-id='748' subinstr-id='2'/>
+         <instruction instr-id='748' subinstr-id='4'/>
+         <instruction instr-id='748' subinstr-id='8'/>
+         <instruction instr-id='748' subinstr-id='10'/>
+         <instruction instr-id='748' subinstr-id='12'/>
+         <instruction instr-id='748' subinstr-id='14'/>
+         <instruction instr-id='748' subinstr-id='16'/>
+         <instruction instr-id='756'/>
+         <instruction instr-id='756' subinstr-id='2'/>
+         <instruction instr-id='756' subinstr-id='4'/>
+         <instruction instr-id='794'/>
+         <instruction instr-id='794' subinstr-id='2'/>
+         <instruction instr-id='794' subinstr-id='4'/>
+         <instruction instr-id='794' subinstr-id='6'/>
+         <instruction instr-id='794' subinstr-id='8'/>
+         <instruction instr-id='794' subinstr-id='10'/>
+         <instruction instr-id='794' subinstr-id='12'/>
+         <instruction instr-id='794' subinstr-id='14'/>
+         <instruction instr-id='794' subinstr-id='16'/>
+         <instruction instr-id='794' subinstr-id='18'/>
+         <instruction instr-id='794' subinstr-id='20'/>
+         <instruction instr-id='802'/>
+         <instruction instr-id='802' subinstr-id='2'/>
+         <instruction instr-id='802' subinstr-id='4'/>
+         <instruction instr-id='843'/>
+         <instruction instr-id='843' subinstr-id='2'/>
+         <instruction instr-id='843' subinstr-id='4'/>
+         <instruction instr-id='843' subinstr-id='6'/>
+         <instruction instr-id='843' subinstr-id='8'/>
+         <instruction instr-id='843' subinstr-id='10'/>
+         <instruction instr-id='843' subinstr-id='12'/>
+         <instruction instr-id='843' subinstr-id='14'/>
+         <instruction instr-id='843' subinstr-id='16'/>
+         <instruction instr-id='843' subinstr-id='18'/>
+         <instruction instr-id='843' subinstr-id='20'/>
+         <instruction instr-id='843' subinstr-id='24'/>
+         <instruction instr-id='843' subinstr-id='26'/>
+         <instruction instr-id='843' subinstr-id='28'/>
+         <instruction instr-id='843' subinstr-id='30'/>
+         <instruction instr-id='843' subinstr-id='32'/>
+         <instruction instr-id='843' subinstr-id='34'/>
+         <instruction instr-id='843' subinstr-id='36'/>
+         <instruction instr-id='843' subinstr-id='38'/>
+         <instruction instr-id='843' subinstr-id='40'/>
+         <instruction instr-id='843' subinstr-id='42'/>
+         <instruction instr-id='843' subinstr-id='44'/>
+         <instruction instr-id='843' subinstr-id='46'/>
+         <instruction instr-id='843' subinstr-id='48'/>
+         <instruction instr-id='851'/>
+         <instruction instr-id='851' subinstr-id='2'/>
+         <instruction instr-id='889'/>
+         <instruction instr-id='889' subinstr-id='2'/>
+         <instruction instr-id='896'/>
+         <instruction instr-id='902'/>
+         <instruction instr-id='902' subinstr-id='2'/>
+         <instruction instr-id='902' subinstr-id='4'/>
+         <instruction instr-id='908'/>
+         <instruction instr-id='908' subinstr-id='2'/>
+         <instruction instr-id='914'/>
+         <instruction instr-id='914' subinstr-id='2'/>
+         <instruction instr-id='914' subinstr-id='4'/>
+         <instruction instr-id='920'/>
+         <instruction instr-id='920' subinstr-id='2'/>
+         <instruction instr-id='961'/>
+         <instruction instr-id='961' subinstr-id='2'/>
+         <instruction instr-id='961' subinstr-id='6'/>
+         <instruction instr-id='961' subinstr-id='8'/>
+         <instruction instr-id='961' subinstr-id='10'/>
+         <instruction instr-id='961' subinstr-id='12'/>
+         <instruction instr-id='961' subinstr-id='14'/>
+         <instruction instr-id='961' subinstr-id='16'/>
+         <instruction instr-id='961' subinstr-id='18'/>
+         <instruction instr-id='961' subinstr-id='20'/>
+         <instruction instr-id='961' subinstr-id='22'/>
+         <instruction instr-id='961' subinstr-id='24'/>
+         <instruction instr-id='961' subinstr-id='28'/>
+         <instruction instr-id='961' subinstr-id='30'/>
+         <instruction instr-id='961' subinstr-id='32'/>
+         <instruction instr-id='971'/>
+         <instruction instr-id='971' subinstr-id='2'/>
+         <instruction instr-id='979'/>
+         <instruction instr-id='979' subinstr-id='2'/>
+         <instruction instr-id='979' subinstr-id='4'/>
+         <instruction instr-id='979' subinstr-id='6'/>
+         <instruction instr-id='1017'/>
+         <instruction instr-id='1017' subinstr-id='2'/>
+         <instruction instr-id='1017' subinstr-id='4'/>
+         <instruction instr-id='1017' subinstr-id='6'/>
+         <instruction instr-id='1024'/>
+         <instruction instr-id='1030'/>
+         <instruction instr-id='1030' subinstr-id='2'/>
+         <instruction instr-id='1030' subinstr-id='4'/>
+         <instruction instr-id='1036'/>
+         <instruction instr-id='1036' subinstr-id='2'/>
+         <instruction instr-id='1042'/>
+         <instruction instr-id='1042' subinstr-id='2'/>
+         <instruction instr-id='1042' subinstr-id='4'/>
+         <instruction instr-id='1048'/>
+         <instruction instr-id='1048' subinstr-id='2'/>
+         <bounding-box x1='103' y1='494' x2='484' y2='747'/>
+      </region>
+   </table>
+   <table id='7'>
+      <region id='1' page='3'>
+         <instruction instr-id='1126'/>
+         <instruction instr-id='1129'/>
+         <instruction instr-id='1129' subinstr-id='2'/>
+         <instruction instr-id='1129' subinstr-id='4'/>
+         <instruction instr-id='1129' subinstr-id='6'/>
+         <instruction instr-id='1129' subinstr-id='8'/>
+         <instruction instr-id='1129' subinstr-id='10'/>
+         <instruction instr-id='1129' subinstr-id='12'/>
+         <instruction instr-id='1129' subinstr-id='14'/>
+         <instruction instr-id='1129' subinstr-id='16'/>
+         <instruction instr-id='1129' subinstr-id='18'/>
+         <instruction instr-id='1129' subinstr-id='20'/>
+         <instruction instr-id='1181'/>
+         <instruction instr-id='1181' subinstr-id='2'/>
+         <instruction instr-id='1191'/>
+         <instruction instr-id='1214'/>
+         <instruction instr-id='1214' subinstr-id='2'/>
+         <instruction instr-id='1214' subinstr-id='4'/>
+         <instruction instr-id='1214' subinstr-id='6'/>
+         <instruction instr-id='1214' subinstr-id='8'/>
+         <instruction instr-id='1214' subinstr-id='10'/>
+         <instruction instr-id='1224'/>
+         <instruction instr-id='1247'/>
+         <instruction instr-id='1247' subinstr-id='2'/>
+         <instruction instr-id='1247' subinstr-id='4'/>
+         <instruction instr-id='1247' subinstr-id='6'/>
+         <instruction instr-id='1247' subinstr-id='8'/>
+         <instruction instr-id='1257'/>
+         <instruction instr-id='1295'/>
+         <instruction instr-id='1295' subinstr-id='2'/>
+         <instruction instr-id='1303'/>
+         <instruction instr-id='1303' subinstr-id='2'/>
+         <instruction instr-id='1341'/>
+         <instruction instr-id='1341' subinstr-id='2'/>
+         <instruction instr-id='1341' subinstr-id='4'/>
+         <instruction instr-id='1341' subinstr-id='6'/>
+         <instruction instr-id='1341' subinstr-id='8'/>
+         <instruction instr-id='1341' subinstr-id='10'/>
+         <instruction instr-id='1341' subinstr-id='12'/>
+         <instruction instr-id='1341' subinstr-id='14'/>
+         <instruction instr-id='1341' subinstr-id='16'/>
+         <instruction instr-id='1341' subinstr-id='18'/>
+         <instruction instr-id='1341' subinstr-id='20'/>
+         <instruction instr-id='1341' subinstr-id='22'/>
+         <instruction instr-id='1341' subinstr-id='24'/>
+         <instruction instr-id='1341' subinstr-id='26'/>
+         <instruction instr-id='1341' subinstr-id='28'/>
+         <instruction instr-id='1349'/>
+         <instruction instr-id='1349' subinstr-id='4'/>
+         <instruction instr-id='1349' subinstr-id='6'/>
+         <instruction instr-id='1349' subinstr-id='8'/>
+         <instruction instr-id='1349' subinstr-id='10'/>
+         <instruction instr-id='1349' subinstr-id='12'/>
+         <instruction instr-id='1349' subinstr-id='14'/>
+         <instruction instr-id='1349' subinstr-id='16'/>
+         <instruction instr-id='1349' subinstr-id='18'/>
+         <instruction instr-id='1390'/>
+         <instruction instr-id='1390' subinstr-id='2'/>
+         <instruction instr-id='1390' subinstr-id='4'/>
+         <instruction instr-id='1390' subinstr-id='6'/>
+         <instruction instr-id='1390' subinstr-id='8'/>
+         <instruction instr-id='1390' subinstr-id='10'/>
+         <instruction instr-id='1390' subinstr-id='12'/>
+         <instruction instr-id='1390' subinstr-id='14'/>
+         <instruction instr-id='1390' subinstr-id='16'/>
+         <instruction instr-id='1398'/>
+         <instruction instr-id='1398' subinstr-id='2'/>
+         <instruction instr-id='1398' subinstr-id='4'/>
+         <instruction instr-id='1436'/>
+         <instruction instr-id='1436' subinstr-id='2'/>
+         <instruction instr-id='1436' subinstr-id='4'/>
+         <instruction instr-id='1436' subinstr-id='6'/>
+         <instruction instr-id='1444'/>
+         <instruction instr-id='1444' subinstr-id='4'/>
+         <instruction instr-id='1444' subinstr-id='6'/>
+         <instruction instr-id='1482'/>
+         <instruction instr-id='1482' subinstr-id='2'/>
+         <instruction instr-id='1482' subinstr-id='4'/>
+         <instruction instr-id='1482' subinstr-id='6'/>
+         <instruction instr-id='1482' subinstr-id='8'/>
+         <instruction instr-id='1482' subinstr-id='10'/>
+         <instruction instr-id='1490'/>
+         <instruction instr-id='1490' subinstr-id='2'/>
+         <instruction instr-id='1490' subinstr-id='6'/>
+         <instruction instr-id='1531'/>
+         <instruction instr-id='1531' subinstr-id='2'/>
+         <instruction instr-id='1531' subinstr-id='4'/>
+         <instruction instr-id='1531' subinstr-id='6'/>
+         <instruction instr-id='1531' subinstr-id='8'/>
+         <instruction instr-id='1539'/>
+         <instruction instr-id='1539' subinstr-id='4'/>
+         <instruction instr-id='1539' subinstr-id='6'/>
+         <instruction instr-id='1577'/>
+         <instruction instr-id='1577' subinstr-id='2'/>
+         <instruction instr-id='1577' subinstr-id='4'/>
+         <instruction instr-id='1577' subinstr-id='6'/>
+         <instruction instr-id='1577' subinstr-id='8'/>
+         <instruction instr-id='1585'/>
+         <instruction instr-id='1585' subinstr-id='4'/>
+         <instruction instr-id='1585' subinstr-id='6'/>
+         <bounding-box x1='105' y1='347' x2='479' y2='449'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-str.xml
new file mode 100644
index 00000000..3739bf09
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001-str.xml
@@ -0,0 +1,2929 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-001-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="316" x2="441" y1="533" y2="543"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="325" subinstr-id="-1"/>
+                <instruction instr-id="328" subinstr-id="0"/>
+                <instruction instr-id="328" subinstr-id="2"/>
+                <instruction instr-id="328" subinstr-id="4"/>
+                <instruction instr-id="328" subinstr-id="6"/>
+                <instruction instr-id="328" subinstr-id="8"/>
+                <instruction instr-id="328" subinstr-id="10"/>
+                <instruction instr-id="328" subinstr-id="12"/>
+                <instruction instr-id="328" subinstr-id="14"/>
+                <instruction instr-id="328" subinstr-id="16"/>
+                <instruction instr-id="328" subinstr-id="18"/>
+                <instruction instr-id="328" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="280" x2="316" y1="512" y2="530"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="379" subinstr-id="0"/>
+                <instruction instr-id="379" subinstr-id="2"/>
+                <instruction instr-id="389" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="365" x2="403" y1="512" y2="530"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="415" subinstr-id="0"/>
+                <instruction instr-id="415" subinstr-id="2"/>
+                <instruction instr-id="415" subinstr-id="4"/>
+                <instruction instr-id="415" subinstr-id="6"/>
+                <instruction instr-id="415" subinstr-id="8"/>
+                <instruction instr-id="415" subinstr-id="10"/>
+                <instruction instr-id="425" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="446" x2="482" y1="512" y2="530"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="451" subinstr-id="0"/>
+                <instruction instr-id="451" subinstr-id="2"/>
+                <instruction instr-id="451" subinstr-id="4"/>
+                <instruction instr-id="451" subinstr-id="6"/>
+                <instruction instr-id="451" subinstr-id="8"/>
+                <instruction instr-id="461" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="100" x2="197" y1="502" y2="510"/>
+                <content>Carbon dioxide (CO2)</content>
+                <instruction instr-id="497" subinstr-id="0"/>
+                <instruction instr-id="497" subinstr-id="2"/>
+                <instruction instr-id="497" subinstr-id="4"/>
+                <instruction instr-id="497" subinstr-id="6"/>
+                <instruction instr-id="497" subinstr-id="8"/>
+                <instruction instr-id="497" subinstr-id="10"/>
+                <instruction instr-id="497" subinstr-id="12"/>
+                <instruction instr-id="497" subinstr-id="14"/>
+                <instruction instr-id="497" subinstr-id="16"/>
+                <instruction instr-id="497" subinstr-id="18"/>
+                <instruction instr-id="497" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="276" x2="320" y1="502" y2="510"/>
+                <content>100 million</content>
+                <instruction instr-id="505" subinstr-id="0"/>
+                <instruction instr-id="505" subinstr-id="2"/>
+                <instruction instr-id="505" subinstr-id="4"/>
+                <instruction instr-id="505" subinstr-id="6"/>
+                <instruction instr-id="505" subinstr-id="8"/>
+                <instruction instr-id="505" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="382" x2="385" y1="502" y2="510"/>
+                <content>-</content>
+                <instruction instr-id="505" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="462" x2="465" y1="502" y2="510"/>
+                <content>-</content>
+                <instruction instr-id="505" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="100" x2="227" y1="492" y2="500"/>
+                <content>Hydro-fluorocarbons (HFCs)</content>
+                <instruction instr-id="543" subinstr-id="0"/>
+                <instruction instr-id="543" subinstr-id="2"/>
+                <instruction instr-id="543" subinstr-id="4"/>
+                <instruction instr-id="543" subinstr-id="6"/>
+                <instruction instr-id="543" subinstr-id="8"/>
+                <instruction instr-id="543" subinstr-id="10"/>
+                <instruction instr-id="543" subinstr-id="12"/>
+                <instruction instr-id="543" subinstr-id="14"/>
+                <instruction instr-id="543" subinstr-id="16"/>
+                <instruction instr-id="543" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="290" x2="306" y1="492" y2="500"/>
+                <content>100</content>
+                <instruction instr-id="551" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="382" x2="385" y1="492" y2="500"/>
+                <content>-</content>
+                <instruction instr-id="551" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="462" x2="465" y1="492" y2="500"/>
+                <content>-</content>
+                <instruction instr-id="551" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="100" x2="168" y1="482" y2="490"/>
+                <content>Methane (CH4)</content>
+                <instruction instr-id="592" subinstr-id="0"/>
+                <instruction instr-id="592" subinstr-id="2"/>
+                <instruction instr-id="592" subinstr-id="4"/>
+                <instruction instr-id="592" subinstr-id="6"/>
+                <instruction instr-id="592" subinstr-id="8"/>
+                <instruction instr-id="592" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="281" x2="315" y1="482" y2="490"/>
+                <content>100 000</content>
+                <instruction instr-id="600" subinstr-id="0"/>
+                <instruction instr-id="600" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="382" x2="385" y1="482" y2="490"/>
+                <content>-</content>
+                <instruction instr-id="600" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="462" x2="466" y1="482" y2="490"/>
+                <content>-</content>
+                <instruction instr-id="600" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="100" x2="191" y1="471" y2="479"/>
+                <content>Nitrous oxide (N2O)</content>
+                <instruction instr-id="637" subinstr-id="0"/>
+                <instruction instr-id="637" subinstr-id="2"/>
+                <instruction instr-id="637" subinstr-id="4"/>
+                <instruction instr-id="637" subinstr-id="6"/>
+                <instruction instr-id="637" subinstr-id="8"/>
+                <instruction instr-id="637" subinstr-id="10"/>
+                <instruction instr-id="637" subinstr-id="12"/>
+                <instruction instr-id="637" subinstr-id="14"/>
+                <instruction instr-id="637" subinstr-id="16"/>
+                <instruction instr-id="637" subinstr-id="18"/>
+                <instruction instr-id="637" subinstr-id="20"/>
+                <instruction instr-id="637" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="284" x2="312" y1="471" y2="479"/>
+                <content>10 000</content>
+                <instruction instr-id="644" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="382" x2="385" y1="471" y2="479"/>
+                <content>-</content>
+                <instruction instr-id="644" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="462" x2="466" y1="471" y2="479"/>
+                <content>-</content>
+                <instruction instr-id="644" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="100" x2="210" y1="461" y2="469"/>
+                <content>Perfluorocarbons (PFCs)</content>
+                <instruction instr-id="685" subinstr-id="0"/>
+                <instruction instr-id="685" subinstr-id="2"/>
+                <instruction instr-id="685" subinstr-id="4"/>
+                <instruction instr-id="685" subinstr-id="6"/>
+                <instruction instr-id="685" subinstr-id="8"/>
+                <instruction instr-id="685" subinstr-id="10"/>
+                <instruction instr-id="685" subinstr-id="12"/>
+                <instruction instr-id="685" subinstr-id="14"/>
+                <instruction instr-id="685" subinstr-id="16"/>
+                <instruction instr-id="685" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="290" x2="306" y1="461" y2="469"/>
+                <content>100</content>
+                <instruction instr-id="693" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="382" x2="385" y1="461" y2="469"/>
+                <content>-</content>
+                <instruction instr-id="693" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="462" x2="465" y1="461" y2="469"/>
+                <content>-</content>
+                <instruction instr-id="693" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="100" x2="222" y1="451" y2="459"/>
+                <content>Sulphur hexafluoride (SF6)</content>
+                <instruction instr-id="731" subinstr-id="0"/>
+                <instruction instr-id="731" subinstr-id="2"/>
+                <instruction instr-id="731" subinstr-id="4"/>
+                <instruction instr-id="731" subinstr-id="6"/>
+                <instruction instr-id="731" subinstr-id="8"/>
+                <instruction instr-id="731" subinstr-id="10"/>
+                <instruction instr-id="731" subinstr-id="12"/>
+                <instruction instr-id="731" subinstr-id="14"/>
+                <instruction instr-id="731" subinstr-id="16"/>
+                <instruction instr-id="731" subinstr-id="18"/>
+                <instruction instr-id="731" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="293" x2="303" y1="451" y2="459"/>
+                <content>50</content>
+                <instruction instr-id="739" subinstr-id="0"/>
+                <instruction instr-id="739" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="382" x2="385" y1="451" y2="459"/>
+                <content>-</content>
+                <instruction instr-id="739" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="462" x2="465" y1="451" y2="459"/>
+                <content>-</content>
+                <instruction instr-id="739" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="326" x2="451" y1="405" y2="415"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="818" subinstr-id="-1"/>
+                <instruction instr-id="821" subinstr-id="0"/>
+                <instruction instr-id="821" subinstr-id="2"/>
+                <instruction instr-id="821" subinstr-id="4"/>
+                <instruction instr-id="821" subinstr-id="6"/>
+                <instruction instr-id="821" subinstr-id="8"/>
+                <instruction instr-id="821" subinstr-id="10"/>
+                <instruction instr-id="821" subinstr-id="12"/>
+                <instruction instr-id="821" subinstr-id="14"/>
+                <instruction instr-id="821" subinstr-id="16"/>
+                <instruction instr-id="821" subinstr-id="18"/>
+                <instruction instr-id="821" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="296" x2="333" y1="385" y2="402"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="873" subinstr-id="0"/>
+                <instruction instr-id="873" subinstr-id="2"/>
+                <instruction instr-id="883" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="372" x2="410" y1="385" y2="402"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="910" subinstr-id="0"/>
+                <instruction instr-id="910" subinstr-id="2"/>
+                <instruction instr-id="910" subinstr-id="4"/>
+                <instruction instr-id="910" subinstr-id="6"/>
+                <instruction instr-id="910" subinstr-id="8"/>
+                <instruction instr-id="910" subinstr-id="10"/>
+                <instruction instr-id="923" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="447" x2="483" y1="385" y2="402"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="945" subinstr-id="0"/>
+                <instruction instr-id="945" subinstr-id="2"/>
+                <instruction instr-id="945" subinstr-id="4"/>
+                <instruction instr-id="945" subinstr-id="6"/>
+                <instruction instr-id="955" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="101" x2="174" y1="374" y2="382"/>
+                <content>Ammonia (NH3)</content>
+                <instruction instr-id="993" subinstr-id="0"/>
+                <instruction instr-id="993" subinstr-id="2"/>
+                <instruction instr-id="993" subinstr-id="4"/>
+                <instruction instr-id="993" subinstr-id="6"/>
+                <instruction instr-id="993" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="300" x2="329" y1="374" y2="382"/>
+                <content>10 000</content>
+                <instruction instr-id="1001" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="389" x2="393" y1="374" y2="382"/>
+                <content>-</content>
+                <instruction instr-id="1001" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="463" x2="467" y1="374" y2="382"/>
+                <content>-</content>
+                <instruction instr-id="1001" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="101" x2="204" y1="364" y2="372"/>
+                <content>Carbon monoxide (CO)</content>
+                <instruction instr-id="1038" subinstr-id="0"/>
+                <instruction instr-id="1038" subinstr-id="2"/>
+                <instruction instr-id="1038" subinstr-id="4"/>
+                <instruction instr-id="1038" subinstr-id="6"/>
+                <instruction instr-id="1038" subinstr-id="8"/>
+                <instruction instr-id="1038" subinstr-id="10"/>
+                <instruction instr-id="1038" subinstr-id="14"/>
+                <instruction instr-id="1038" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="298" x2="331" y1="364" y2="372"/>
+                <content>500 000</content>
+                <instruction instr-id="1046" subinstr-id="0"/>
+                <instruction instr-id="1046" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="389" x2="393" y1="364" y2="372"/>
+                <content>-</content>
+                <instruction instr-id="1046" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="463" x2="467" y1="364" y2="372"/>
+                <content>-</content>
+                <instruction instr-id="1046" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="101" x2="257" y1="344" y2="362"/>
+                <content>Chlorine and inorganic compounds
+(as HCl)</content>
+                <instruction instr-id="1083" subinstr-id="0"/>
+                <instruction instr-id="1083" subinstr-id="2"/>
+                <instruction instr-id="1083" subinstr-id="4"/>
+                <instruction instr-id="1083" subinstr-id="8"/>
+                <instruction instr-id="1083" subinstr-id="10"/>
+                <instruction instr-id="1083" subinstr-id="12"/>
+                <instruction instr-id="1093" subinstr-id="0"/>
+                <instruction instr-id="1093" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="300" x2="329" y1="349" y2="357"/>
+                <content>10 000</content>
+                <instruction instr-id="1101" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="389" x2="393" y1="349" y2="357"/>
+                <content>-</content>
+                <instruction instr-id="1101" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="463" x2="467" y1="349" y2="357"/>
+                <content>-</content>
+                <instruction instr-id="1101" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="101" x2="226" y1="334" y2="342"/>
+                <content>Chlorofluorocarbons (CFCs)</content>
+                <instruction instr-id="1141" subinstr-id="0"/>
+                <instruction instr-id="1141" subinstr-id="2"/>
+                <instruction instr-id="1141" subinstr-id="4"/>
+                <instruction instr-id="1141" subinstr-id="6"/>
+                <instruction instr-id="1141" subinstr-id="8"/>
+                <instruction instr-id="1141" subinstr-id="10"/>
+                <instruction instr-id="1141" subinstr-id="12"/>
+                <instruction instr-id="1141" subinstr-id="14"/>
+                <instruction instr-id="1141" subinstr-id="16"/>
+                <instruction instr-id="1141" subinstr-id="18"/>
+                <instruction instr-id="1141" subinstr-id="20"/>
+                <instruction instr-id="1141" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="312" x2="317" y1="334" y2="342"/>
+                <content>1</content>
+                <instruction instr-id="1149" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="389" x2="393" y1="334" y2="342"/>
+                <content>-</content>
+                <instruction instr-id="1149" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="463" x2="467" y1="334" y2="342"/>
+                <content>-</content>
+                <instruction instr-id="1149" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="101" x2="256" y1="314" y2="332"/>
+                <content>Flourine and inorganic compounds
+(as HF)</content>
+                <instruction instr-id="1186" subinstr-id="0"/>
+                <instruction instr-id="1186" subinstr-id="2"/>
+                <instruction instr-id="1186" subinstr-id="4"/>
+                <instruction instr-id="1186" subinstr-id="6"/>
+                <instruction instr-id="1186" subinstr-id="8"/>
+                <instruction instr-id="1186" subinstr-id="10"/>
+                <instruction instr-id="1186" subinstr-id="12"/>
+                <instruction instr-id="1196" subinstr-id="0"/>
+                <instruction instr-id="1196" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="303" x2="326" y1="319" y2="327"/>
+                <content>5 000</content>
+                <instruction instr-id="1204" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="389" x2="393" y1="319" y2="327"/>
+                <content>-</content>
+                <instruction instr-id="1204" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="463" x2="467" y1="319" y2="327"/>
+                <content>-</content>
+                <instruction instr-id="1204" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="101" x2="132" y1="304" y2="312"/>
+                <content>Halons</content>
+                <instruction instr-id="1244" subinstr-id="0"/>
+                <instruction instr-id="1244" subinstr-id="2"/>
+                <instruction instr-id="1244" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="312" x2="317" y1="304" y2="312"/>
+                <content>1</content>
+                <instruction instr-id="1252" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="389" x2="393" y1="304" y2="312"/>
+                <content>-</content>
+                <instruction instr-id="1252" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="463" x2="467" y1="304" y2="312"/>
+                <content>-</content>
+                <instruction instr-id="1252" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="101" x2="258" y1="294" y2="302"/>
+                <content>Hydrochlorofluorocarbons (HCFCs)</content>
+                <instruction instr-id="1289" subinstr-id="0"/>
+                <instruction instr-id="1289" subinstr-id="2"/>
+                <instruction instr-id="1289" subinstr-id="4"/>
+                <instruction instr-id="1289" subinstr-id="6"/>
+                <instruction instr-id="1289" subinstr-id="8"/>
+                <instruction instr-id="1289" subinstr-id="10"/>
+                <instruction instr-id="1289" subinstr-id="12"/>
+                <instruction instr-id="1289" subinstr-id="14"/>
+                <instruction instr-id="1289" subinstr-id="16"/>
+                <instruction instr-id="1289" subinstr-id="18"/>
+                <instruction instr-id="1289" subinstr-id="20"/>
+                <instruction instr-id="1289" subinstr-id="22"/>
+                <instruction instr-id="1289" subinstr-id="24"/>
+                <instruction instr-id="1289" subinstr-id="26"/>
+                <instruction instr-id="1289" subinstr-id="28"/>
+                <instruction instr-id="1289" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="312" x2="317" y1="294" y2="302"/>
+                <content>1</content>
+                <instruction instr-id="1297" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="389" x2="393" y1="294" y2="302"/>
+                <content>-</content>
+                <instruction instr-id="1297" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="463" x2="467" y1="294" y2="302"/>
+                <content>-</content>
+                <instruction instr-id="1297" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="101" x2="214" y1="283" y2="291"/>
+                <content>Hydrogen Cyanide (HCN)</content>
+                <instruction instr-id="1334" subinstr-id="0"/>
+                <instruction instr-id="1334" subinstr-id="2"/>
+                <instruction instr-id="1334" subinstr-id="4"/>
+                <instruction instr-id="1334" subinstr-id="6"/>
+                <instruction instr-id="1334" subinstr-id="8"/>
+                <instruction instr-id="1334" subinstr-id="10"/>
+                <instruction instr-id="1334" subinstr-id="12"/>
+                <instruction instr-id="1334" subinstr-id="14"/>
+                <instruction instr-id="1334" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="307" x2="322" y1="283" y2="291"/>
+                <content>200</content>
+                <instruction instr-id="1342" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="389" x2="393" y1="283" y2="291"/>
+                <content>-</content>
+                <instruction instr-id="1342" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="463" x2="467" y1="283" y2="291"/>
+                <content>-</content>
+                <instruction instr-id="1342" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="101" x2="228" y1="273" y2="281"/>
+                <content>Nitrogen oxides (NOx/NO2)</content>
+                <instruction instr-id="1382" subinstr-id="0"/>
+                <instruction instr-id="1382" subinstr-id="2"/>
+                <instruction instr-id="1382" subinstr-id="4"/>
+                <instruction instr-id="1382" subinstr-id="6"/>
+                <instruction instr-id="1382" subinstr-id="8"/>
+                <instruction instr-id="1382" subinstr-id="10"/>
+                <instruction instr-id="1382" subinstr-id="12"/>
+                <instruction instr-id="1382" subinstr-id="14"/>
+                <instruction instr-id="1382" subinstr-id="16"/>
+                <instruction instr-id="1382" subinstr-id="18"/>
+                <instruction instr-id="1382" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="298" x2="331" y1="273" y2="281"/>
+                <content>100 000</content>
+                <instruction instr-id="1390" subinstr-id="0"/>
+                <instruction instr-id="1390" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="389" x2="393" y1="273" y2="281"/>
+                <content>-</content>
+                <instruction instr-id="1390" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="463" x2="467" y1="273" y2="281"/>
+                <content>-</content>
+                <instruction instr-id="1390" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="101" x2="235" y1="253" y2="271"/>
+                <content>Non-methane volatile organic
+compounds (NMVOC)</content>
+                <instruction instr-id="1427" subinstr-id="0"/>
+                <instruction instr-id="1427" subinstr-id="2"/>
+                <instruction instr-id="1427" subinstr-id="4"/>
+                <instruction instr-id="1427" subinstr-id="6"/>
+                <instruction instr-id="1427" subinstr-id="8"/>
+                <instruction instr-id="1427" subinstr-id="10"/>
+                <instruction instr-id="1427" subinstr-id="12"/>
+                <instruction instr-id="1427" subinstr-id="14"/>
+                <instruction instr-id="1437" subinstr-id="0"/>
+                <instruction instr-id="1437" subinstr-id="2"/>
+                <instruction instr-id="1437" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="298" x2="331" y1="258" y2="266"/>
+                <content>100 000</content>
+                <instruction instr-id="1445" subinstr-id="0"/>
+                <instruction instr-id="1445" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="389" x2="393" y1="258" y2="266"/>
+                <content>-</content>
+                <instruction instr-id="1445" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="463" x2="467" y1="258" y2="266"/>
+                <content>-</content>
+                <instruction instr-id="1445" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="101" x2="221" y1="243" y2="251"/>
+                <content>Sulphur oxides (SOx/SO2)</content>
+                <instruction instr-id="1485" subinstr-id="0"/>
+                <instruction instr-id="1485" subinstr-id="2"/>
+                <instruction instr-id="1485" subinstr-id="4"/>
+                <instruction instr-id="1485" subinstr-id="6"/>
+                <instruction instr-id="1485" subinstr-id="8"/>
+                <instruction instr-id="1485" subinstr-id="10"/>
+                <instruction instr-id="1485" subinstr-id="12"/>
+                <instruction instr-id="1485" subinstr-id="14"/>
+                <instruction instr-id="1485" subinstr-id="16"/>
+                <instruction instr-id="1485" subinstr-id="18"/>
+                <instruction instr-id="1485" subinstr-id="20"/>
+                <instruction instr-id="1485" subinstr-id="22"/>
+                <instruction instr-id="1485" subinstr-id="24"/>
+                <instruction instr-id="1485" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="298" x2="331" y1="243" y2="251"/>
+                <content>150 000</content>
+                <instruction instr-id="1493" subinstr-id="0"/>
+                <instruction instr-id="1493" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="389" x2="393" y1="243" y2="251"/>
+                <content>-</content>
+                <instruction instr-id="1493" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="463" x2="467" y1="243" y2="251"/>
+                <content>-</content>
+                <instruction instr-id="1493" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="320" x2="445" y1="197" y2="207"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="1569" subinstr-id="-1"/>
+                <instruction instr-id="1572" subinstr-id="0"/>
+                <instruction instr-id="1572" subinstr-id="2"/>
+                <instruction instr-id="1572" subinstr-id="4"/>
+                <instruction instr-id="1572" subinstr-id="6"/>
+                <instruction instr-id="1572" subinstr-id="8"/>
+                <instruction instr-id="1572" subinstr-id="10"/>
+                <instruction instr-id="1572" subinstr-id="12"/>
+                <instruction instr-id="1572" subinstr-id="14"/>
+                <instruction instr-id="1572" subinstr-id="16"/>
+                <instruction instr-id="1572" subinstr-id="18"/>
+                <instruction instr-id="1572" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="292" x2="329" y1="177" y2="195"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="1626" subinstr-id="0"/>
+                <instruction instr-id="1626" subinstr-id="2"/>
+                <instruction instr-id="1636" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="367" x2="405" y1="177" y2="195"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="1661" subinstr-id="0"/>
+                <instruction instr-id="1661" subinstr-id="2"/>
+                <instruction instr-id="1661" subinstr-id="4"/>
+                <instruction instr-id="1661" subinstr-id="6"/>
+                <instruction instr-id="1661" subinstr-id="8"/>
+                <instruction instr-id="1661" subinstr-id="10"/>
+                <instruction instr-id="1671" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="440" x2="476" y1="177" y2="195"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="1696" subinstr-id="0"/>
+                <instruction instr-id="1696" subinstr-id="2"/>
+                <instruction instr-id="1696" subinstr-id="4"/>
+                <instruction instr-id="1696" subinstr-id="6"/>
+                <instruction instr-id="1696" subinstr-id="8"/>
+                <instruction instr-id="1706" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="102" x2="244" y1="167" y2="175"/>
+                <content>Arsenic and compounds (as As)</content>
+                <instruction instr-id="1741" subinstr-id="0"/>
+                <instruction instr-id="1741" subinstr-id="2"/>
+                <instruction instr-id="1741" subinstr-id="4"/>
+                <instruction instr-id="1741" subinstr-id="6"/>
+                <instruction instr-id="1741" subinstr-id="8"/>
+                <instruction instr-id="1741" subinstr-id="10"/>
+                <instruction instr-id="1741" subinstr-id="12"/>
+                <instruction instr-id="1741" subinstr-id="14"/>
+                <instruction instr-id="1741" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="305" x2="316" y1="167" y2="175"/>
+                <content>20</content>
+                <instruction instr-id="1749" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="383" x2="388" y1="167" y2="175"/>
+                <content>5</content>
+                <instruction instr-id="1749" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="455" x2="460" y1="167" y2="175"/>
+                <content>5</content>
+                <instruction instr-id="1749" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="102" x2="253" y1="156" y2="164"/>
+                <content>Cadmium and compounds (as Cd)</content>
+                <instruction instr-id="1789" subinstr-id="0"/>
+                <instruction instr-id="1789" subinstr-id="2"/>
+                <instruction instr-id="1789" subinstr-id="4"/>
+                <instruction instr-id="1789" subinstr-id="6"/>
+                <instruction instr-id="1789" subinstr-id="8"/>
+                <instruction instr-id="1789" subinstr-id="10"/>
+                <instruction instr-id="1789" subinstr-id="12"/>
+                <instruction instr-id="1789" subinstr-id="14"/>
+                <instruction instr-id="1789" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="305" x2="316" y1="156" y2="164"/>
+                <content>10</content>
+                <instruction instr-id="1797" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="383" x2="388" y1="156" y2="164"/>
+                <content>5</content>
+                <instruction instr-id="1797" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="455" x2="460" y1="156" y2="164"/>
+                <content>5</content>
+                <instruction instr-id="1797" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="102" x2="255" y1="146" y2="154"/>
+                <content>Chromium and compounds (as Cr)</content>
+                <instruction instr-id="1834" subinstr-id="0"/>
+                <instruction instr-id="1834" subinstr-id="2"/>
+                <instruction instr-id="1834" subinstr-id="4"/>
+                <instruction instr-id="1834" subinstr-id="6"/>
+                <instruction instr-id="1834" subinstr-id="8"/>
+                <instruction instr-id="1834" subinstr-id="10"/>
+                <instruction instr-id="1834" subinstr-id="12"/>
+                <instruction instr-id="1834" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="303" x2="318" y1="146" y2="154"/>
+                <content>100</content>
+                <instruction instr-id="1842" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="381" x2="391" y1="146" y2="154"/>
+                <content>50</content>
+                <instruction instr-id="1842" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="453" x2="463" y1="146" y2="154"/>
+                <content>50</content>
+                <instruction instr-id="1842" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="102" x2="243" y1="136" y2="144"/>
+                <content>Copper and compounds (as Cu)</content>
+                <instruction instr-id="1879" subinstr-id="0"/>
+                <instruction instr-id="1879" subinstr-id="2"/>
+                <instruction instr-id="1879" subinstr-id="4"/>
+                <instruction instr-id="1879" subinstr-id="6"/>
+                <instruction instr-id="1879" subinstr-id="8"/>
+                <instruction instr-id="1879" subinstr-id="10"/>
+                <instruction instr-id="1879" subinstr-id="12"/>
+                <instruction instr-id="1879" subinstr-id="14"/>
+                <instruction instr-id="1879" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="303" x2="318" y1="136" y2="144"/>
+                <content>100</content>
+                <instruction instr-id="1887" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="381" x2="391" y1="136" y2="144"/>
+                <content>50</content>
+                <instruction instr-id="1887" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="453" x2="463" y1="136" y2="144"/>
+                <content>50</content>
+                <instruction instr-id="1887" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="102" x2="232" y1="126" y2="134"/>
+                <content>Lead and compounds (as Pb)</content>
+                <instruction instr-id="1927" subinstr-id="0"/>
+                <instruction instr-id="1927" subinstr-id="2"/>
+                <instruction instr-id="1927" subinstr-id="4"/>
+                <instruction instr-id="1927" subinstr-id="6"/>
+                <instruction instr-id="1927" subinstr-id="10"/>
+                <instruction instr-id="1927" subinstr-id="12"/>
+                <instruction instr-id="1927" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="303" x2="318" y1="126" y2="134"/>
+                <content>200</content>
+                <instruction instr-id="1935" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="381" x2="391" y1="126" y2="134"/>
+                <content>20</content>
+                <instruction instr-id="1935" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="453" x2="463" y1="126" y2="134"/>
+                <content>20</content>
+                <instruction instr-id="1935" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="102" x2="248" y1="116" y2="123"/>
+                <content>Mercury and compounds (as Hg)</content>
+                <instruction instr-id="1972" subinstr-id="0"/>
+                <instruction instr-id="1972" subinstr-id="4"/>
+                <instruction instr-id="1972" subinstr-id="6"/>
+                <instruction instr-id="1972" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="305" x2="316" y1="116" y2="123"/>
+                <content>10</content>
+                <instruction instr-id="1980" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="383" x2="388" y1="116" y2="123"/>
+                <content>1</content>
+                <instruction instr-id="1980" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="455" x2="460" y1="116" y2="123"/>
+                <content>1</content>
+                <instruction instr-id="1980" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="102" x2="236" y1="105" y2="113"/>
+                <content>Nickel and compounds (as Ni)</content>
+                <instruction instr-id="2017" subinstr-id="0"/>
+                <instruction instr-id="2017" subinstr-id="2"/>
+                <instruction instr-id="2017" subinstr-id="4"/>
+                <instruction instr-id="2017" subinstr-id="6"/>
+                <instruction instr-id="2017" subinstr-id="8"/>
+                <instruction instr-id="2017" subinstr-id="10"/>
+                <instruction instr-id="2017" subinstr-id="12"/>
+                <instruction instr-id="2017" subinstr-id="14"/>
+                <instruction instr-id="2017" subinstr-id="16"/>
+                <instruction instr-id="2017" subinstr-id="18"/>
+                <instruction instr-id="2017" subinstr-id="20"/>
+                <instruction instr-id="2017" subinstr-id="22"/>
+                <instruction instr-id="2017" subinstr-id="24"/>
+                <instruction instr-id="2017" subinstr-id="26"/>
+                <instruction instr-id="2017" subinstr-id="28"/>
+                <instruction instr-id="2017" subinstr-id="30"/>
+                <instruction instr-id="2017" subinstr-id="32"/>
+                <instruction instr-id="2017" subinstr-id="34"/>
+                <instruction instr-id="2017" subinstr-id="36"/>
+                <instruction instr-id="2017" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="305" x2="316" y1="105" y2="113"/>
+                <content>50</content>
+                <instruction instr-id="2025" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="381" x2="391" y1="105" y2="113"/>
+                <content>20</content>
+                <instruction instr-id="2025" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="453" x2="463" y1="105" y2="113"/>
+                <content>20</content>
+                <instruction instr-id="2025" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="102" x2="229" y1="95" y2="103"/>
+                <content>Zinc and compounds (as Zn)</content>
+                <instruction instr-id="2065" subinstr-id="0"/>
+                <instruction instr-id="2065" subinstr-id="2"/>
+                <instruction instr-id="2065" subinstr-id="4"/>
+                <instruction instr-id="2065" subinstr-id="6"/>
+                <instruction instr-id="2065" subinstr-id="8"/>
+                <instruction instr-id="2065" subinstr-id="10"/>
+                <instruction instr-id="2065" subinstr-id="12"/>
+                <instruction instr-id="2065" subinstr-id="14"/>
+                <instruction instr-id="2065" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="303" x2="318" y1="95" y2="103"/>
+                <content>200</content>
+                <instruction instr-id="2073" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="378" x2="393" y1="95" y2="103"/>
+                <content>100</content>
+                <instruction instr-id="2073" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="450" x2="465" y1="95" y2="103"/>
+                <content>100</content>
+                <instruction instr-id="2073" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="333" x2="458" y1="737" y2="747"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="46" subinstr-id="-1"/>
+                <instruction instr-id="49" subinstr-id="0"/>
+                <instruction instr-id="49" subinstr-id="2"/>
+                <instruction instr-id="49" subinstr-id="4"/>
+                <instruction instr-id="49" subinstr-id="6"/>
+                <instruction instr-id="49" subinstr-id="8"/>
+                <instruction instr-id="49" subinstr-id="10"/>
+                <instruction instr-id="49" subinstr-id="12"/>
+                <instruction instr-id="49" subinstr-id="14"/>
+                <instruction instr-id="49" subinstr-id="16"/>
+                <instruction instr-id="49" subinstr-id="18"/>
+                <instruction instr-id="49" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="305" x2="342" y1="716" y2="734"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="104" subinstr-id="0"/>
+                <instruction instr-id="104" subinstr-id="2"/>
+                <instruction instr-id="114" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="371" x2="409" y1="716" y2="734"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+                <instruction instr-id="140" subinstr-id="2"/>
+                <instruction instr-id="140" subinstr-id="4"/>
+                <instruction instr-id="140" subinstr-id="6"/>
+                <instruction instr-id="140" subinstr-id="8"/>
+                <instruction instr-id="140" subinstr-id="10"/>
+                <instruction instr-id="150" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="444" x2="480" y1="716" y2="734"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="176" subinstr-id="0"/>
+                <instruction instr-id="176" subinstr-id="2"/>
+                <instruction instr-id="176" subinstr-id="4"/>
+                <instruction instr-id="176" subinstr-id="6"/>
+                <instruction instr-id="186" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="102" x2="262" y1="696" y2="714"/>
+                <content>1,2,3,4,5,6- hexachlorocyclohexane
+(HCH)</content>
+                <instruction instr-id="222" subinstr-id="0"/>
+                <instruction instr-id="222" subinstr-id="2"/>
+                <instruction instr-id="222" subinstr-id="4"/>
+                <instruction instr-id="222" subinstr-id="6"/>
+                <instruction instr-id="222" subinstr-id="8"/>
+                <instruction instr-id="222" subinstr-id="10"/>
+                <instruction instr-id="222" subinstr-id="12"/>
+                <instruction instr-id="222" subinstr-id="14"/>
+                <instruction instr-id="222" subinstr-id="16"/>
+                <instruction instr-id="222" subinstr-id="18"/>
+                <instruction instr-id="222" subinstr-id="20"/>
+                <instruction instr-id="222" subinstr-id="22"/>
+                <instruction instr-id="222" subinstr-id="24"/>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+                <instruction instr-id="232" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="318" x2="329" y1="701" y2="709"/>
+                <content>10</content>
+                <instruction instr-id="240" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="388" x2="393" y1="701" y2="709"/>
+                <content>1</content>
+                <instruction instr-id="240" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="460" x2="465" y1="701" y2="709"/>
+                <content>1</content>
+                <instruction instr-id="240" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="102" x2="138" y1="686" y2="694"/>
+                <content>Alachlor</content>
+                <instruction instr-id="281" subinstr-id="0"/>
+                <instruction instr-id="281" subinstr-id="2"/>
+                <instruction instr-id="281" subinstr-id="4"/>
+                <instruction instr-id="281" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="322" x2="325" y1="686" y2="694"/>
+                <content>-</content>
+                <instruction instr-id="289" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="388" x2="393" y1="686" y2="694"/>
+                <content>1</content>
+                <instruction instr-id="289" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="460" x2="465" y1="686" y2="694"/>
+                <content>1</content>
+                <instruction instr-id="289" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="102" x2="128" y1="676" y2="684"/>
+                <content>Aldrin</content>
+                <instruction instr-id="327" subinstr-id="0"/>
+                <instruction instr-id="327" subinstr-id="2"/>
+                <instruction instr-id="327" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="321" x2="326" y1="676" y2="684"/>
+                <content>1</content>
+                <instruction instr-id="335" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="388" x2="393" y1="676" y2="684"/>
+                <content>1</content>
+                <instruction instr-id="335" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="460" x2="465" y1="676" y2="684"/>
+                <content>1</content>
+                <instruction instr-id="335" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="102" x2="139" y1="666" y2="674"/>
+                <content>Atrazine</content>
+                <instruction instr-id="373" subinstr-id="0"/>
+                <instruction instr-id="373" subinstr-id="2"/>
+                <instruction instr-id="373" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="322" x2="325" y1="666" y2="674"/>
+                <content>-</content>
+                <instruction instr-id="381" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="388" x2="393" y1="666" y2="674"/>
+                <content>1</content>
+                <instruction instr-id="381" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="460" x2="465" y1="666" y2="674"/>
+                <content>1</content>
+                <instruction instr-id="381" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="102" x2="147" y1="656" y2="664"/>
+                <content>Chlordane</content>
+                <instruction instr-id="422" subinstr-id="0"/>
+                <instruction instr-id="422" subinstr-id="2"/>
+                <instruction instr-id="422" subinstr-id="4"/>
+                <instruction instr-id="422" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="321" x2="326" y1="656" y2="664"/>
+                <content>1</content>
+                <instruction instr-id="430" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="388" x2="393" y1="656" y2="664"/>
+                <content>1</content>
+                <instruction instr-id="430" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="460" x2="465" y1="656" y2="664"/>
+                <content>1</content>
+                <instruction instr-id="430" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="102" x2="157" y1="645" y2="653"/>
+                <content>Chlordecone</content>
+                <instruction instr-id="468" subinstr-id="0"/>
+                <instruction instr-id="468" subinstr-id="2"/>
+                <instruction instr-id="468" subinstr-id="4"/>
+                <instruction instr-id="468" subinstr-id="6"/>
+                <instruction instr-id="468" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="321" x2="326" y1="645" y2="653"/>
+                <content>1</content>
+                <instruction instr-id="476" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="388" x2="393" y1="645" y2="653"/>
+                <content>1</content>
+                <instruction instr-id="476" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="460" x2="465" y1="645" y2="653"/>
+                <content>1</content>
+                <instruction instr-id="476" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="102" x2="175" y1="635" y2="643"/>
+                <content>Chlorfenvinphos</content>
+                <instruction instr-id="514" subinstr-id="0"/>
+                <instruction instr-id="514" subinstr-id="2"/>
+                <instruction instr-id="514" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="322" x2="325" y1="635" y2="643"/>
+                <content>-</content>
+                <instruction instr-id="522" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="388" x2="393" y1="635" y2="643"/>
+                <content>1</content>
+                <instruction instr-id="522" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="460" x2="465" y1="635" y2="643"/>
+                <content>1</content>
+                <instruction instr-id="522" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="102" x2="156" y1="625" y2="633"/>
+                <content>Chlorpyrifos</content>
+                <instruction instr-id="563" subinstr-id="0"/>
+                <instruction instr-id="563" subinstr-id="2"/>
+                <instruction instr-id="563" subinstr-id="4"/>
+                <instruction instr-id="563" subinstr-id="6"/>
+                <instruction instr-id="563" subinstr-id="8"/>
+                <instruction instr-id="563" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="322" x2="325" y1="625" y2="633"/>
+                <content>-</content>
+                <instruction instr-id="571" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="388" x2="393" y1="625" y2="633"/>
+                <content>1</content>
+                <instruction instr-id="571" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="460" x2="465" y1="625" y2="633"/>
+                <content>1</content>
+                <instruction instr-id="571" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="102" x2="120" y1="615" y2="623"/>
+                <content>DDT</content>
+                <instruction instr-id="609" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="321" x2="326" y1="615" y2="623"/>
+                <content>1</content>
+                <instruction instr-id="617" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="388" x2="393" y1="615" y2="623"/>
+                <content>1</content>
+                <instruction instr-id="617" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="460" x2="465" y1="615" y2="623"/>
+                <content>1</content>
+                <instruction instr-id="617" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="102" x2="132" y1="604" y2="612"/>
+                <content>Diuron</content>
+                <instruction instr-id="658" subinstr-id="0"/>
+                <instruction instr-id="658" subinstr-id="2"/>
+                <instruction instr-id="658" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="322" x2="325" y1="604" y2="612"/>
+                <content>-</content>
+                <instruction instr-id="666" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="388" x2="393" y1="604" y2="612"/>
+                <content>1</content>
+                <instruction instr-id="666" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="460" x2="465" y1="604" y2="612"/>
+                <content>1</content>
+                <instruction instr-id="666" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="102" x2="159" y1="594" y2="602"/>
+                <content>Endosulphan</content>
+                <instruction instr-id="704" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="322" x2="325" y1="594" y2="602"/>
+                <content>-</content>
+                <instruction instr-id="712" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="388" x2="393" y1="594" y2="602"/>
+                <content>1</content>
+                <instruction instr-id="712" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="460" x2="465" y1="594" y2="602"/>
+                <content>1</content>
+                <instruction instr-id="712" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="102" x2="131" y1="584" y2="592"/>
+                <content>Endrin</content>
+                <instruction instr-id="750" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="321" x2="326" y1="584" y2="592"/>
+                <content>1</content>
+                <instruction instr-id="758" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="388" x2="393" y1="584" y2="592"/>
+                <content>1</content>
+                <instruction instr-id="758" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="460" x2="465" y1="584" y2="592"/>
+                <content>1</content>
+                <instruction instr-id="758" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="102" x2="151" y1="574" y2="582"/>
+                <content>Heptachlor</content>
+                <instruction instr-id="799" subinstr-id="0"/>
+                <instruction instr-id="799" subinstr-id="2"/>
+                <instruction instr-id="799" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="321" x2="326" y1="574" y2="582"/>
+                <content>1</content>
+                <instruction instr-id="807" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="388" x2="393" y1="574" y2="582"/>
+                <content>1</content>
+                <instruction instr-id="807" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="460" x2="465" y1="574" y2="582"/>
+                <content>1</content>
+                <instruction instr-id="807" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="102" x2="134" y1="564" y2="572"/>
+                <content>Isodrin</content>
+                <instruction instr-id="845" subinstr-id="0"/>
+                <instruction instr-id="845" subinstr-id="2"/>
+                <instruction instr-id="845" subinstr-id="4"/>
+                <instruction instr-id="845" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="322" x2="325" y1="564" y2="572"/>
+                <content>-</content>
+                <instruction instr-id="853" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="388" x2="393" y1="564" y2="572"/>
+                <content>1</content>
+                <instruction instr-id="853" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="460" x2="464" y1="564" y2="572"/>
+                <content>-</content>
+                <instruction instr-id="853" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="102" x2="156" y1="553" y2="561"/>
+                <content>Isoproturon</content>
+                <instruction instr-id="891" subinstr-id="0"/>
+                <instruction instr-id="891" subinstr-id="2"/>
+                <instruction instr-id="891" subinstr-id="4"/>
+                <instruction instr-id="891" subinstr-id="6"/>
+                <instruction instr-id="891" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="322" x2="325" y1="553" y2="561"/>
+                <content>-</content>
+                <instruction instr-id="899" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="388" x2="393" y1="553" y2="561"/>
+                <content>1</content>
+                <instruction instr-id="899" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="460" x2="465" y1="553" y2="561"/>
+                <content>1</content>
+                <instruction instr-id="899" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="102" x2="137" y1="543" y2="551"/>
+                <content>Lindane</content>
+                <instruction instr-id="940" subinstr-id="0"/>
+                <instruction instr-id="940" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="321" x2="326" y1="543" y2="551"/>
+                <content>1</content>
+                <instruction instr-id="948" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="388" x2="393" y1="543" y2="551"/>
+                <content>1</content>
+                <instruction instr-id="948" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="460" x2="465" y1="543" y2="551"/>
+                <content>1</content>
+                <instruction instr-id="948" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="102" x2="126" y1="533" y2="541"/>
+                <content>Mirex</content>
+                <instruction instr-id="986" subinstr-id="0"/>
+                <instruction instr-id="986" subinstr-id="2"/>
+                <instruction instr-id="986" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="321" x2="326" y1="533" y2="541"/>
+                <content>1</content>
+                <instruction instr-id="994" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="388" x2="393" y1="533" y2="541"/>
+                <content>1</content>
+                <instruction instr-id="994" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="460" x2="465" y1="533" y2="541"/>
+                <content>1</content>
+                <instruction instr-id="994" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="102" x2="142" y1="523" y2="531"/>
+                <content>Simazine</content>
+                <instruction instr-id="1035" subinstr-id="0"/>
+                <instruction instr-id="1035" subinstr-id="2"/>
+                <instruction instr-id="1035" subinstr-id="4"/>
+                <instruction instr-id="1035" subinstr-id="6"/>
+                <instruction instr-id="1035" subinstr-id="8"/>
+                <instruction instr-id="1035" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="322" x2="325" y1="523" y2="531"/>
+                <content>-</content>
+                <instruction instr-id="1043" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="388" x2="393" y1="523" y2="531"/>
+                <content>1</content>
+                <instruction instr-id="1043" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="460" x2="465" y1="523" y2="531"/>
+                <content>1</content>
+                <instruction instr-id="1043" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="102" x2="151" y1="512" y2="520"/>
+                <content>Toxaphene</content>
+                <instruction instr-id="1081" subinstr-id="0"/>
+                <instruction instr-id="1081" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="321" x2="326" y1="512" y2="520"/>
+                <content>1</content>
+                <instruction instr-id="1089" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="388" x2="393" y1="512" y2="520"/>
+                <content>1</content>
+                <instruction instr-id="1089" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="460" x2="465" y1="512" y2="520"/>
+                <content>1</content>
+                <instruction instr-id="1089" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="102" x2="218" y1="502" y2="510"/>
+                <content>Tributylin and compounds</content>
+                <instruction instr-id="1127" subinstr-id="0"/>
+                <instruction instr-id="1127" subinstr-id="2"/>
+                <instruction instr-id="1127" subinstr-id="4"/>
+                <instruction instr-id="1127" subinstr-id="6"/>
+                <instruction instr-id="1127" subinstr-id="8"/>
+                <instruction instr-id="1127" subinstr-id="10"/>
+                <instruction instr-id="1127" subinstr-id="12"/>
+                <instruction instr-id="1127" subinstr-id="14"/>
+                <instruction instr-id="1127" subinstr-id="16"/>
+                <instruction instr-id="1127" subinstr-id="18"/>
+                <instruction instr-id="1127" subinstr-id="20"/>
+                <instruction instr-id="1127" subinstr-id="22"/>
+                <instruction instr-id="1127" subinstr-id="24"/>
+                <instruction instr-id="1127" subinstr-id="26"/>
+                <instruction instr-id="1127" subinstr-id="28"/>
+                <instruction instr-id="1127" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="322" x2="325" y1="502" y2="510"/>
+                <content>-</content>
+                <instruction instr-id="1135" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="388" x2="393" y1="502" y2="510"/>
+                <content>1</content>
+                <instruction instr-id="1135" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="460" x2="465" y1="502" y2="510"/>
+                <content>1</content>
+                <instruction instr-id="1135" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="102" x2="146" y1="492" y2="500"/>
+                <content>Trifluralin</content>
+                <instruction instr-id="1176" subinstr-id="0"/>
+                <instruction instr-id="1176" subinstr-id="2"/>
+                <instruction instr-id="1176" subinstr-id="4"/>
+                <instruction instr-id="1176" subinstr-id="6"/>
+                <instruction instr-id="1176" subinstr-id="8"/>
+                <instruction instr-id="1176" subinstr-id="10"/>
+                <instruction instr-id="1176" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="322" x2="325" y1="492" y2="500"/>
+                <content>-</content>
+                <instruction instr-id="1184" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="388" x2="393" y1="492" y2="500"/>
+                <content>1</content>
+                <instruction instr-id="1184" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="460" x2="465" y1="492" y2="500"/>
+                <content>1</content>
+                <instruction instr-id="1184" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="102" x2="230" y1="482" y2="490"/>
+                <content>Triphenyltin and compounds</content>
+                <instruction instr-id="1222" subinstr-id="0"/>
+                <instruction instr-id="1222" subinstr-id="2"/>
+                <instruction instr-id="1222" subinstr-id="4"/>
+                <instruction instr-id="1222" subinstr-id="6"/>
+                <instruction instr-id="1222" subinstr-id="8"/>
+                <instruction instr-id="1222" subinstr-id="10"/>
+                <instruction instr-id="1222" subinstr-id="12"/>
+                <instruction instr-id="1222" subinstr-id="14"/>
+                <instruction instr-id="1222" subinstr-id="16"/>
+                <instruction instr-id="1222" subinstr-id="18"/>
+                <instruction instr-id="1222" subinstr-id="20"/>
+                <instruction instr-id="1222" subinstr-id="22"/>
+                <instruction instr-id="1222" subinstr-id="24"/>
+                <instruction instr-id="1222" subinstr-id="26"/>
+                <instruction instr-id="1222" subinstr-id="28"/>
+                <instruction instr-id="1222" subinstr-id="30"/>
+                <instruction instr-id="1222" subinstr-id="32"/>
+                <instruction instr-id="1222" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="322" x2="325" y1="482" y2="490"/>
+                <content>-</content>
+                <instruction instr-id="1230" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="388" x2="393" y1="482" y2="490"/>
+                <content>1</content>
+                <instruction instr-id="1230" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="460" x2="465" y1="482" y2="490"/>
+                <content>1</content>
+                <instruction instr-id="1230" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="5">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="332" x2="457" y1="436" y2="446"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="1304" subinstr-id="-1"/>
+                <instruction instr-id="1307" subinstr-id="0"/>
+                <instruction instr-id="1307" subinstr-id="2"/>
+                <instruction instr-id="1307" subinstr-id="4"/>
+                <instruction instr-id="1307" subinstr-id="6"/>
+                <instruction instr-id="1307" subinstr-id="8"/>
+                <instruction instr-id="1307" subinstr-id="10"/>
+                <instruction instr-id="1307" subinstr-id="12"/>
+                <instruction instr-id="1307" subinstr-id="14"/>
+                <instruction instr-id="1307" subinstr-id="16"/>
+                <instruction instr-id="1307" subinstr-id="18"/>
+                <instruction instr-id="1307" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="307" x2="343" y1="416" y2="433"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="1359" subinstr-id="0"/>
+                <instruction instr-id="1359" subinstr-id="2"/>
+                <instruction instr-id="1369" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="377" x2="415" y1="416" y2="433"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="1392" subinstr-id="0"/>
+                <instruction instr-id="1392" subinstr-id="2"/>
+                <instruction instr-id="1392" subinstr-id="4"/>
+                <instruction instr-id="1392" subinstr-id="6"/>
+                <instruction instr-id="1392" subinstr-id="8"/>
+                <instruction instr-id="1392" subinstr-id="10"/>
+                <instruction instr-id="1402" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="447" x2="483" y1="416" y2="433"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="1425" subinstr-id="0"/>
+                <instruction instr-id="1425" subinstr-id="2"/>
+                <instruction instr-id="1425" subinstr-id="4"/>
+                <instruction instr-id="1425" subinstr-id="6"/>
+                <instruction instr-id="1425" subinstr-id="8"/>
+                <instruction instr-id="1435" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="101" x2="197" y1="405" y2="413"/>
+                <content>1,1,1-trichloroethane</content>
+                <instruction instr-id="1473" subinstr-id="0"/>
+                <instruction instr-id="1473" subinstr-id="2"/>
+                <instruction instr-id="1473" subinstr-id="4"/>
+                <instruction instr-id="1473" subinstr-id="6"/>
+                <instruction instr-id="1473" subinstr-id="8"/>
+                <instruction instr-id="1473" subinstr-id="10"/>
+                <instruction instr-id="1473" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="318" x2="333" y1="405" y2="413"/>
+                <content>100</content>
+                <instruction instr-id="1481" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="394" x2="398" y1="405" y2="413"/>
+                <content>-</content>
+                <instruction instr-id="1481" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="463" x2="467" y1="405" y2="413"/>
+                <content>-</content>
+                <instruction instr-id="1481" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="101" x2="217" y1="395" y2="403"/>
+                <content>1,1,2,2-tetrachloroethane</content>
+                <instruction instr-id="1519" subinstr-id="0"/>
+                <instruction instr-id="1519" subinstr-id="2"/>
+                <instruction instr-id="1519" subinstr-id="4"/>
+                <instruction instr-id="1519" subinstr-id="6"/>
+                <instruction instr-id="1519" subinstr-id="8"/>
+                <instruction instr-id="1519" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="320" x2="330" y1="395" y2="403"/>
+                <content>50</content>
+                <instruction instr-id="1527" subinstr-id="0"/>
+                <instruction instr-id="1527" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="394" x2="398" y1="395" y2="403"/>
+                <content>-</content>
+                <instruction instr-id="1527" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="463" x2="467" y1="395" y2="403"/>
+                <content>-</content>
+                <instruction instr-id="1527" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="101" x2="216" y1="385" y2="393"/>
+                <content>1,2-dichloroethane (EDC)</content>
+                <instruction instr-id="1568" subinstr-id="0"/>
+                <instruction instr-id="1568" subinstr-id="2"/>
+                <instruction instr-id="1568" subinstr-id="4"/>
+                <instruction instr-id="1568" subinstr-id="6"/>
+                <instruction instr-id="1568" subinstr-id="8"/>
+                <instruction instr-id="1568" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="314" x2="337" y1="385" y2="393"/>
+                <content>1 000</content>
+                <instruction instr-id="1576" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="391" x2="401" y1="385" y2="393"/>
+                <content>10</content>
+                <instruction instr-id="1576" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="460" x2="470" y1="385" y2="393"/>
+                <content>10</content>
+                <instruction instr-id="1576" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="101" x2="259" y1="375" y2="383"/>
+                <content>Brominated diphenylethers (PBDE)</content>
+                <instruction instr-id="1614" subinstr-id="0"/>
+                <instruction instr-id="1614" subinstr-id="2"/>
+                <instruction instr-id="1614" subinstr-id="4"/>
+                <instruction instr-id="1614" subinstr-id="6"/>
+                <instruction instr-id="1614" subinstr-id="8"/>
+                <instruction instr-id="1614" subinstr-id="10"/>
+                <instruction instr-id="1614" subinstr-id="12"/>
+                <instruction instr-id="1614" subinstr-id="14"/>
+                <instruction instr-id="1614" subinstr-id="16"/>
+                <instruction instr-id="1614" subinstr-id="18"/>
+                <instruction instr-id="1614" subinstr-id="20"/>
+                <instruction instr-id="1614" subinstr-id="22"/>
+                <instruction instr-id="1614" subinstr-id="24"/>
+                <instruction instr-id="1614" subinstr-id="26"/>
+                <instruction instr-id="1614" subinstr-id="28"/>
+                <instruction instr-id="1614" subinstr-id="30"/>
+                <instruction instr-id="1614" subinstr-id="32"/>
+                <instruction instr-id="1614" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="323" x2="327" y1="375" y2="383"/>
+                <content>-</content>
+                <instruction instr-id="1622" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="393" x2="398" y1="375" y2="383"/>
+                <content>1</content>
+                <instruction instr-id="1622" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="463" x2="468" y1="375" y2="383"/>
+                <content>1</content>
+                <instruction instr-id="1622" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="101" x2="212" y1="364" y2="372"/>
+                <content>Chloro-alkanes, C10-C13</content>
+                <instruction instr-id="1660" subinstr-id="0"/>
+                <instruction instr-id="1660" subinstr-id="2"/>
+                <instruction instr-id="1660" subinstr-id="4"/>
+                <instruction instr-id="1660" subinstr-id="6"/>
+                <instruction instr-id="1660" subinstr-id="8"/>
+                <instruction instr-id="1660" subinstr-id="10"/>
+                <instruction instr-id="1660" subinstr-id="12"/>
+                <instruction instr-id="1660" subinstr-id="14"/>
+                <instruction instr-id="1660" subinstr-id="16"/>
+                <instruction instr-id="1660" subinstr-id="18"/>
+                <instruction instr-id="1660" subinstr-id="20"/>
+                <instruction instr-id="1660" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="323" x2="327" y1="364" y2="372"/>
+                <content>-</content>
+                <instruction instr-id="1668" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="393" x2="398" y1="364" y2="372"/>
+                <content>1</content>
+                <instruction instr-id="1668" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="463" x2="468" y1="364" y2="372"/>
+                <content>1</content>
+                <instruction instr-id="1668" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="101" x2="209" y1="354" y2="362"/>
+                <content>Dichloromethane (DCM)</content>
+                <instruction instr-id="1709" subinstr-id="0"/>
+                <instruction instr-id="1709" subinstr-id="2"/>
+                <instruction instr-id="1709" subinstr-id="4"/>
+                <instruction instr-id="1709" subinstr-id="6"/>
+                <instruction instr-id="1709" subinstr-id="8"/>
+                <instruction instr-id="1709" subinstr-id="10"/>
+                <instruction instr-id="1709" subinstr-id="12"/>
+                <instruction instr-id="1709" subinstr-id="14"/>
+                <instruction instr-id="1709" subinstr-id="16"/>
+                <instruction instr-id="1709" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="314" x2="337" y1="354" y2="362"/>
+                <content>1 000</content>
+                <instruction instr-id="1717" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="391" x2="401" y1="354" y2="362"/>
+                <content>10</content>
+                <instruction instr-id="1717" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="460" x2="470" y1="354" y2="362"/>
+                <content>10</content>
+                <instruction instr-id="1717" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="101" x2="136" y1="344" y2="352"/>
+                <content>Dieldrin</content>
+                <instruction instr-id="1755" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="323" x2="328" y1="344" y2="352"/>
+                <content>1</content>
+                <instruction instr-id="1763" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="393" x2="398" y1="344" y2="352"/>
+                <content>1</content>
+                <instruction instr-id="1763" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="463" x2="468" y1="344" y2="352"/>
+                <content>1</content>
+                <instruction instr-id="1763" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="101" x2="281" y1="334" y2="342"/>
+                <content>Halogenated Organic Compounds (AOX)</content>
+                <instruction instr-id="1801" subinstr-id="0"/>
+                <instruction instr-id="1801" subinstr-id="2"/>
+                <instruction instr-id="1801" subinstr-id="4"/>
+                <instruction instr-id="1801" subinstr-id="6"/>
+                <instruction instr-id="1801" subinstr-id="8"/>
+                <instruction instr-id="1801" subinstr-id="10"/>
+                <instruction instr-id="1801" subinstr-id="14"/>
+                <instruction instr-id="1801" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="323" x2="327" y1="334" y2="342"/>
+                <content>-</content>
+                <instruction instr-id="1809" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="384" x2="407" y1="334" y2="342"/>
+                <content>1 000</content>
+                <instruction instr-id="1809" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="454" x2="477" y1="334" y2="342"/>
+                <content>1 000</content>
+                <instruction instr-id="1809" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="101" x2="183" y1="324" y2="332"/>
+                <content>Hexabromobifenyl</content>
+                <instruction instr-id="1850" subinstr-id="0"/>
+                <instruction instr-id="1850" subinstr-id="2"/>
+                <instruction instr-id="1850" subinstr-id="4"/>
+                <instruction instr-id="1850" subinstr-id="6"/>
+                <instruction instr-id="1850" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="319" x2="332" y1="324" y2="332"/>
+                <content>0,1</content>
+                <instruction instr-id="1858" subinstr-id="0"/>
+                <instruction instr-id="1858" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="389" x2="402" y1="324" y2="332"/>
+                <content>0,1</content>
+                <instruction instr-id="1858" subinstr-id="2"/>
+                <instruction instr-id="1858" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="459" x2="472" y1="324" y2="332"/>
+                <content>0,1</content>
+                <instruction instr-id="1858" subinstr-id="6"/>
+                <instruction instr-id="1858" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="101" x2="219" y1="313" y2="321"/>
+                <content>Hexachlorobenzene (HCB)</content>
+                <instruction instr-id="1896" subinstr-id="0"/>
+                <instruction instr-id="1896" subinstr-id="2"/>
+                <instruction instr-id="1896" subinstr-id="4"/>
+                <instruction instr-id="1896" subinstr-id="6"/>
+                <instruction instr-id="1896" subinstr-id="8"/>
+                <instruction instr-id="1896" subinstr-id="10"/>
+                <instruction instr-id="1896" subinstr-id="12"/>
+                <instruction instr-id="1896" subinstr-id="14"/>
+                <instruction instr-id="1896" subinstr-id="16"/>
+                <instruction instr-id="1896" subinstr-id="18"/>
+                <instruction instr-id="1896" subinstr-id="20"/>
+                <instruction instr-id="1896" subinstr-id="22"/>
+                <instruction instr-id="1896" subinstr-id="24"/>
+                <instruction instr-id="1896" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="320" x2="330" y1="313" y2="321"/>
+                <content>10</content>
+                <instruction instr-id="1904" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="393" x2="398" y1="313" y2="321"/>
+                <content>1</content>
+                <instruction instr-id="1904" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="463" x2="468" y1="313" y2="321"/>
+                <content>1</content>
+                <instruction instr-id="1904" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="101" x2="233" y1="303" y2="311"/>
+                <content>Hexachlorobutadiene (HCBD)</content>
+                <instruction instr-id="1945" subinstr-id="0"/>
+                <instruction instr-id="1945" subinstr-id="2"/>
+                <instruction instr-id="1945" subinstr-id="4"/>
+                <instruction instr-id="1945" subinstr-id="6"/>
+                <instruction instr-id="1945" subinstr-id="8"/>
+                <instruction instr-id="1945" subinstr-id="10"/>
+                <instruction instr-id="1945" subinstr-id="12"/>
+                <instruction instr-id="1945" subinstr-id="14"/>
+                <instruction instr-id="1945" subinstr-id="16"/>
+                <instruction instr-id="1945" subinstr-id="18"/>
+                <instruction instr-id="1945" subinstr-id="20"/>
+                <instruction instr-id="1945" subinstr-id="22"/>
+                <instruction instr-id="1945" subinstr-id="24"/>
+                <instruction instr-id="1945" subinstr-id="26"/>
+                <instruction instr-id="1945" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="323" x2="327" y1="303" y2="311"/>
+                <content>-</content>
+                <instruction instr-id="1953" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="393" x2="398" y1="303" y2="311"/>
+                <content>1</content>
+                <instruction instr-id="1953" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="463" x2="468" y1="303" y2="311"/>
+                <content>1</content>
+                <instruction instr-id="1953" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="101" x2="277" y1="293" y2="301"/>
+                <content>PCDD+PCFD (Dioxins+furans) (as Teq)</content>
+                <instruction instr-id="1991" subinstr-id="0"/>
+                <instruction instr-id="1991" subinstr-id="2"/>
+                <instruction instr-id="1991" subinstr-id="4"/>
+                <instruction instr-id="1991" subinstr-id="6"/>
+                <instruction instr-id="1991" subinstr-id="8"/>
+                <instruction instr-id="1991" subinstr-id="10"/>
+                <instruction instr-id="1991" subinstr-id="12"/>
+                <instruction instr-id="1991" subinstr-id="14"/>
+                <instruction instr-id="1991" subinstr-id="16"/>
+                <instruction instr-id="1991" subinstr-id="18"/>
+                <instruction instr-id="1991" subinstr-id="20"/>
+                <instruction instr-id="1991" subinstr-id="22"/>
+                <instruction instr-id="1991" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="311" x2="339" y1="293" y2="301"/>
+                <content>0,0001</content>
+                <instruction instr-id="1999" subinstr-id="0"/>
+                <instruction instr-id="1999" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="382" x2="410" y1="293" y2="301"/>
+                <content>0,0001</content>
+                <instruction instr-id="1999" subinstr-id="2"/>
+                <instruction instr-id="1999" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="451" x2="480" y1="293" y2="301"/>
+                <content>0,0001</content>
+                <instruction instr-id="1999" subinstr-id="6"/>
+                <instruction instr-id="1999" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="101" x2="193" y1="283" y2="291"/>
+                <content>Pentachlorobenzene</content>
+                <instruction instr-id="2037" subinstr-id="0"/>
+                <instruction instr-id="2037" subinstr-id="2"/>
+                <instruction instr-id="2037" subinstr-id="4"/>
+                <instruction instr-id="2037" subinstr-id="6"/>
+                <instruction instr-id="2037" subinstr-id="8"/>
+                <instruction instr-id="2037" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="323" x2="328" y1="283" y2="291"/>
+                <content>1</content>
+                <instruction instr-id="2045" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="393" x2="398" y1="283" y2="291"/>
+                <content>1</content>
+                <instruction instr-id="2045" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="463" x2="468" y1="283" y2="291"/>
+                <content>1</content>
+                <instruction instr-id="2045" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="101" x2="214" y1="272" y2="280"/>
+                <content>Pentachlorophenol (PCP)</content>
+                <instruction instr-id="2086" subinstr-id="0"/>
+                <instruction instr-id="2086" subinstr-id="2"/>
+                <instruction instr-id="2086" subinstr-id="4"/>
+                <instruction instr-id="2086" subinstr-id="6"/>
+                <instruction instr-id="2086" subinstr-id="8"/>
+                <instruction instr-id="2086" subinstr-id="10"/>
+                <instruction instr-id="2086" subinstr-id="12"/>
+                <instruction instr-id="2086" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="320" x2="330" y1="272" y2="280"/>
+                <content>10</content>
+                <instruction instr-id="2094" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="393" x2="398" y1="272" y2="280"/>
+                <content>1</content>
+                <instruction instr-id="2094" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="463" x2="468" y1="272" y2="280"/>
+                <content>1</content>
+                <instruction instr-id="2094" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="101" x2="246" y1="262" y2="270"/>
+                <content>Polychlorinated biphenyls (PCB)</content>
+                <instruction instr-id="2132" subinstr-id="0"/>
+                <instruction instr-id="2132" subinstr-id="2"/>
+                <instruction instr-id="2132" subinstr-id="4"/>
+                <instruction instr-id="2132" subinstr-id="6"/>
+                <instruction instr-id="2132" subinstr-id="8"/>
+                <instruction instr-id="2132" subinstr-id="10"/>
+                <instruction instr-id="2132" subinstr-id="12"/>
+                <instruction instr-id="2132" subinstr-id="14"/>
+                <instruction instr-id="2132" subinstr-id="16"/>
+                <instruction instr-id="2132" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="319" x2="332" y1="262" y2="270"/>
+                <content>0,1</content>
+                <instruction instr-id="2140" subinstr-id="0"/>
+                <instruction instr-id="2140" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="389" x2="402" y1="262" y2="270"/>
+                <content>0,1</content>
+                <instruction instr-id="2140" subinstr-id="2"/>
+                <instruction instr-id="2140" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="459" x2="472" y1="262" y2="270"/>
+                <content>0,1</content>
+                <instruction instr-id="2140" subinstr-id="6"/>
+                <instruction instr-id="2140" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="101" x2="221" y1="252" y2="260"/>
+                <content>Tetrachloroethylene (PER)</content>
+                <instruction instr-id="2178" subinstr-id="0"/>
+                <instruction instr-id="2178" subinstr-id="2"/>
+                <instruction instr-id="2178" subinstr-id="4"/>
+                <instruction instr-id="2178" subinstr-id="6"/>
+                <instruction instr-id="2178" subinstr-id="8"/>
+                <instruction instr-id="2178" subinstr-id="10"/>
+                <instruction instr-id="2178" subinstr-id="12"/>
+                <instruction instr-id="2178" subinstr-id="14"/>
+                <instruction instr-id="2178" subinstr-id="16"/>
+                <instruction instr-id="2178" subinstr-id="18"/>
+                <instruction instr-id="2178" subinstr-id="20"/>
+                <instruction instr-id="2178" subinstr-id="22"/>
+                <instruction instr-id="2178" subinstr-id="24"/>
+                <instruction instr-id="2178" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="314" x2="337" y1="252" y2="260"/>
+                <content>2 000</content>
+                <instruction instr-id="2186" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="391" x2="401" y1="252" y2="260"/>
+                <content>10</content>
+                <instruction instr-id="2186" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="464" x2="467" y1="252" y2="260"/>
+                <content>-</content>
+                <instruction instr-id="2186" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="101" x2="222" y1="242" y2="250"/>
+                <content>Tetrachloromethane (TCM)</content>
+                <instruction instr-id="2227" subinstr-id="0"/>
+                <instruction instr-id="2227" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="318" x2="333" y1="242" y2="250"/>
+                <content>100</content>
+                <instruction instr-id="2235" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="393" x2="398" y1="242" y2="250"/>
+                <content>1</content>
+                <instruction instr-id="2235" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="463" x2="467" y1="242" y2="250"/>
+                <content>-</content>
+                <instruction instr-id="2235" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="101" x2="277" y1="232" y2="240"/>
+                <content>Trichlorobenzenes (TCBs) (all isomers)</content>
+                <instruction instr-id="2273" subinstr-id="0"/>
+                <instruction instr-id="2273" subinstr-id="2"/>
+                <instruction instr-id="2273" subinstr-id="4"/>
+                <instruction instr-id="2273" subinstr-id="6"/>
+                <instruction instr-id="2273" subinstr-id="8"/>
+                <instruction instr-id="2273" subinstr-id="10"/>
+                <instruction instr-id="2273" subinstr-id="12"/>
+                <instruction instr-id="2273" subinstr-id="14"/>
+                <instruction instr-id="2273" subinstr-id="16"/>
+                <instruction instr-id="2273" subinstr-id="18"/>
+                <instruction instr-id="2273" subinstr-id="20"/>
+                <instruction instr-id="2273" subinstr-id="22"/>
+                <instruction instr-id="2273" subinstr-id="24"/>
+                <instruction instr-id="2273" subinstr-id="26"/>
+                <instruction instr-id="2273" subinstr-id="28"/>
+                <instruction instr-id="2273" subinstr-id="30"/>
+                <instruction instr-id="2273" subinstr-id="32"/>
+                <instruction instr-id="2273" subinstr-id="34"/>
+                <instruction instr-id="2273" subinstr-id="36"/>
+                <instruction instr-id="2273" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="320" x2="330" y1="232" y2="240"/>
+                <content>10</content>
+                <instruction instr-id="2281" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="393" x2="398" y1="232" y2="240"/>
+                <content>1</content>
+                <instruction instr-id="2281" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="463" x2="467" y1="232" y2="240"/>
+                <content>-</content>
+                <instruction instr-id="2281" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="101" x2="180" y1="221" y2="229"/>
+                <content>Trichloroethylene</content>
+                <instruction instr-id="2322" subinstr-id="0"/>
+                <instruction instr-id="2322" subinstr-id="2"/>
+                <instruction instr-id="2322" subinstr-id="4"/>
+                <instruction instr-id="2322" subinstr-id="6"/>
+                <instruction instr-id="2322" subinstr-id="8"/>
+                <instruction instr-id="2322" subinstr-id="10"/>
+                <instruction instr-id="2322" subinstr-id="12"/>
+                <instruction instr-id="2322" subinstr-id="14"/>
+                <instruction instr-id="2322" subinstr-id="16"/>
+                <instruction instr-id="2322" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="314" x2="337" y1="221" y2="229"/>
+                <content>2 000</content>
+                <instruction instr-id="2330" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="391" x2="401" y1="221" y2="229"/>
+                <content>10</content>
+                <instruction instr-id="2330" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="464" x2="467" y1="221" y2="229"/>
+                <content>-</content>
+                <instruction instr-id="2330" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="101" x2="181" y1="211" y2="219"/>
+                <content>Trichloromethane</content>
+                <instruction instr-id="2368" subinstr-id="0"/>
+                <instruction instr-id="2368" subinstr-id="2"/>
+                <instruction instr-id="2368" subinstr-id="4"/>
+                <instruction instr-id="2368" subinstr-id="6"/>
+                <instruction instr-id="2368" subinstr-id="8"/>
+                <instruction instr-id="2368" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="318" x2="333" y1="211" y2="219"/>
+                <content>500</content>
+                <instruction instr-id="2376" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="391" x2="401" y1="211" y2="219"/>
+                <content>10</content>
+                <instruction instr-id="2376" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="463" x2="467" y1="211" y2="219"/>
+                <content>-</content>
+                <instruction instr-id="2376" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="101" x2="162" y1="201" y2="209"/>
+                <content>Vynil chloride</content>
+                <instruction instr-id="2414" subinstr-id="0"/>
+                <instruction instr-id="2414" subinstr-id="2"/>
+                <instruction instr-id="2414" subinstr-id="4"/>
+                <instruction instr-id="2414" subinstr-id="6"/>
+                <instruction instr-id="2414" subinstr-id="8"/>
+                <instruction instr-id="2414" subinstr-id="10"/>
+                <instruction instr-id="2414" subinstr-id="12"/>
+                <instruction instr-id="2414" subinstr-id="14"/>
+                <instruction instr-id="2414" subinstr-id="16"/>
+                <instruction instr-id="2414" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="314" x2="337" y1="201" y2="209"/>
+                <content>1 000</content>
+                <instruction instr-id="2422" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="391" x2="401" y1="201" y2="209"/>
+                <content>10</content>
+                <instruction instr-id="2422" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="460" x2="470" y1="201" y2="209"/>
+                <content>10</content>
+                <instruction instr-id="2422" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="6">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="346" x2="471" y1="737" y2="747"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="55" subinstr-id="-1"/>
+                <instruction instr-id="58" subinstr-id="0"/>
+                <instruction instr-id="58" subinstr-id="2"/>
+                <instruction instr-id="58" subinstr-id="4"/>
+                <instruction instr-id="58" subinstr-id="6"/>
+                <instruction instr-id="58" subinstr-id="8"/>
+                <instruction instr-id="58" subinstr-id="10"/>
+                <instruction instr-id="58" subinstr-id="12"/>
+                <instruction instr-id="58" subinstr-id="14"/>
+                <instruction instr-id="58" subinstr-id="16"/>
+                <instruction instr-id="58" subinstr-id="18"/>
+                <instruction instr-id="58" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="332" x2="368" y1="716" y2="734"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="113" subinstr-id="0"/>
+                <instruction instr-id="113" subinstr-id="2"/>
+                <instruction instr-id="123" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="388" x2="426" y1="716" y2="734"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="149" subinstr-id="0"/>
+                <instruction instr-id="149" subinstr-id="2"/>
+                <instruction instr-id="149" subinstr-id="4"/>
+                <instruction instr-id="149" subinstr-id="6"/>
+                <instruction instr-id="149" subinstr-id="8"/>
+                <instruction instr-id="149" subinstr-id="10"/>
+                <instruction instr-id="159" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="448" x2="484" y1="716" y2="734"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="185" subinstr-id="0"/>
+                <instruction instr-id="185" subinstr-id="2"/>
+                <instruction instr-id="185" subinstr-id="4"/>
+                <instruction instr-id="185" subinstr-id="6"/>
+                <instruction instr-id="195" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="103" x2="154" y1="706" y2="714"/>
+                <content>Anthracene</content>
+                <instruction instr-id="230" subinstr-id="0"/>
+                <instruction instr-id="230" subinstr-id="2"/>
+                <instruction instr-id="230" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="345" x2="355" y1="706" y2="714"/>
+                <content>50</content>
+                <instruction instr-id="238" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="405" x2="410" y1="706" y2="714"/>
+                <content>1</content>
+                <instruction instr-id="238" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="463" x2="468" y1="706" y2="714"/>
+                <content>1</content>
+                <instruction instr-id="238" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="103" x2="141" y1="691" y2="699"/>
+                <content>Benzene</content>
+                <instruction instr-id="276" subinstr-id="0"/>
+                <instruction instr-id="276" subinstr-id="2"/>
+                <instruction instr-id="276" subinstr-id="4"/>
+                <instruction instr-id="276" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="338" x2="362" y1="691" y2="699"/>
+                <content>1 000</content>
+                <instruction instr-id="284" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="392" x2="422" y1="686" y2="704"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="288" subinstr-id="0"/>
+                <instruction instr-id="288" subinstr-id="2"/>
+                <instruction instr-id="288" subinstr-id="4"/>
+                <instruction instr-id="294" subinstr-id="0"/>
+                <instruction instr-id="294" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="450" x2="481" y1="686" y2="704"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="300" subinstr-id="0"/>
+                <instruction instr-id="300" subinstr-id="2"/>
+                <instruction instr-id="300" subinstr-id="4"/>
+                <instruction instr-id="306" subinstr-id="0"/>
+                <instruction instr-id="306" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="103" x2="197" y1="676" y2="684"/>
+                <content>Benzo(g,h,i)perylene</content>
+                <instruction instr-id="343" subinstr-id="0"/>
+                <instruction instr-id="343" subinstr-id="2"/>
+                <instruction instr-id="343" subinstr-id="4"/>
+                <instruction instr-id="343" subinstr-id="6"/>
+                <instruction instr-id="343" subinstr-id="8"/>
+                <instruction instr-id="343" subinstr-id="10"/>
+                <instruction instr-id="343" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="348" x2="352" y1="676" y2="684"/>
+                <content>-</content>
+                <instruction instr-id="351" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="405" x2="410" y1="676" y2="684"/>
+                <content>1</content>
+                <instruction instr-id="351" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="464" x2="467" y1="676" y2="684"/>
+                <content>-</content>
+                <instruction instr-id="351" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="103" x2="265" y1="666" y2="674"/>
+                <content>Di-(2-ethyl hexyl) phthalate (DEHP)</content>
+                <instruction instr-id="389" subinstr-id="0"/>
+                <instruction instr-id="389" subinstr-id="2"/>
+                <instruction instr-id="389" subinstr-id="4"/>
+                <instruction instr-id="389" subinstr-id="6"/>
+                <instruction instr-id="389" subinstr-id="8"/>
+                <instruction instr-id="389" subinstr-id="10"/>
+                <instruction instr-id="389" subinstr-id="12"/>
+                <instruction instr-id="389" subinstr-id="14"/>
+                <instruction instr-id="389" subinstr-id="16"/>
+                <instruction instr-id="389" subinstr-id="18"/>
+                <instruction instr-id="389" subinstr-id="20"/>
+                <instruction instr-id="389" subinstr-id="22"/>
+                <instruction instr-id="389" subinstr-id="24"/>
+                <instruction instr-id="389" subinstr-id="26"/>
+                <instruction instr-id="389" subinstr-id="28"/>
+                <instruction instr-id="389" subinstr-id="30"/>
+                <instruction instr-id="389" subinstr-id="32"/>
+                <instruction instr-id="389" subinstr-id="34"/>
+                <instruction instr-id="389" subinstr-id="36"/>
+                <instruction instr-id="389" subinstr-id="38"/>
+                <instruction instr-id="389" subinstr-id="40"/>
+                <instruction instr-id="389" subinstr-id="42"/>
+                <instruction instr-id="389" subinstr-id="44"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="345" x2="355" y1="666" y2="674"/>
+                <content>10</content>
+                <instruction instr-id="397" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="405" x2="410" y1="666" y2="674"/>
+                <content>1</content>
+                <instruction instr-id="397" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="463" x2="468" y1="666" y2="674"/>
+                <content>1</content>
+                <instruction instr-id="397" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="103" x2="166" y1="651" y2="659"/>
+                <content>Ethyl benzene</content>
+                <instruction instr-id="435" subinstr-id="0"/>
+                <instruction instr-id="435" subinstr-id="2"/>
+                <instruction instr-id="435" subinstr-id="4"/>
+                <instruction instr-id="435" subinstr-id="6"/>
+                <instruction instr-id="435" subinstr-id="8"/>
+                <instruction instr-id="435" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="348" x2="352" y1="651" y2="659"/>
+                <content>-</content>
+                <instruction instr-id="443" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="392" x2="422" y1="646" y2="664"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="449" subinstr-id="0"/>
+                <instruction instr-id="449" subinstr-id="2"/>
+                <instruction instr-id="449" subinstr-id="4"/>
+                <instruction instr-id="455" subinstr-id="0"/>
+                <instruction instr-id="455" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="450" x2="481" y1="646" y2="664"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="461" subinstr-id="0"/>
+                <instruction instr-id="461" subinstr-id="2"/>
+                <instruction instr-id="461" subinstr-id="4"/>
+                <instruction instr-id="467" subinstr-id="0"/>
+                <instruction instr-id="467" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="103" x2="169" y1="636" y2="644"/>
+                <content>Ethylene oxide</content>
+                <instruction instr-id="505" subinstr-id="0"/>
+                <instruction instr-id="505" subinstr-id="2"/>
+                <instruction instr-id="505" subinstr-id="4"/>
+                <instruction instr-id="505" subinstr-id="6"/>
+                <instruction instr-id="505" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="338" x2="362" y1="636" y2="644"/>
+                <content>1 000</content>
+                <instruction instr-id="513" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="402" x2="412" y1="636" y2="644"/>
+                <content>10</content>
+                <instruction instr-id="513" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="461" x2="471" y1="636" y2="644"/>
+                <content>10</content>
+                <instruction instr-id="513" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="103" x2="162" y1="625" y2="633"/>
+                <content>Fluoranthene</content>
+                <instruction instr-id="551" subinstr-id="0"/>
+                <instruction instr-id="551" subinstr-id="2"/>
+                <instruction instr-id="551" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="348" x2="352" y1="625" y2="633"/>
+                <content>-</content>
+                <instruction instr-id="559" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="405" x2="410" y1="625" y2="633"/>
+                <content>1</content>
+                <instruction instr-id="559" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="464" x2="467" y1="625" y2="633"/>
+                <content>-</content>
+                <instruction instr-id="559" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="103" x2="160" y1="615" y2="623"/>
+                <content>Naphthalene</content>
+                <instruction instr-id="597" subinstr-id="0"/>
+                <instruction instr-id="597" subinstr-id="2"/>
+                <instruction instr-id="597" subinstr-id="4"/>
+                <instruction instr-id="597" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="342" x2="358" y1="615" y2="623"/>
+                <content>100</content>
+                <instruction instr-id="605" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="402" x2="412" y1="615" y2="623"/>
+                <content>10</content>
+                <instruction instr-id="605" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="461" x2="471" y1="615" y2="623"/>
+                <content>10</content>
+                <instruction instr-id="605" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="103" x2="293" y1="595" y2="613"/>
+                <content>Nonylphenol and Nonylphenol ethoxylates
+(NP/NPEs)</content>
+                <instruction instr-id="643" subinstr-id="0"/>
+                <instruction instr-id="643" subinstr-id="2"/>
+                <instruction instr-id="643" subinstr-id="4"/>
+                <instruction instr-id="643" subinstr-id="6"/>
+                <instruction instr-id="643" subinstr-id="8"/>
+                <instruction instr-id="643" subinstr-id="10"/>
+                <instruction instr-id="643" subinstr-id="12"/>
+                <instruction instr-id="643" subinstr-id="14"/>
+                <instruction instr-id="643" subinstr-id="16"/>
+                <instruction instr-id="643" subinstr-id="18"/>
+                <instruction instr-id="643" subinstr-id="20"/>
+                <instruction instr-id="643" subinstr-id="22"/>
+                <instruction instr-id="643" subinstr-id="24"/>
+                <instruction instr-id="643" subinstr-id="26"/>
+                <instruction instr-id="643" subinstr-id="28"/>
+                <instruction instr-id="643" subinstr-id="30"/>
+                <instruction instr-id="653" subinstr-id="0"/>
+                <instruction instr-id="653" subinstr-id="2"/>
+                <instruction instr-id="653" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="348" x2="352" y1="600" y2="608"/>
+                <content>-</content>
+                <instruction instr-id="661" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="405" x2="410" y1="600" y2="608"/>
+                <content>1</content>
+                <instruction instr-id="661" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="463" x2="468" y1="600" y2="608"/>
+                <content>1</content>
+                <instruction instr-id="661" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="103" x2="291" y1="585" y2="593"/>
+                <content>Octylphenols and octylphenol ethoxylates</content>
+                <instruction instr-id="702" subinstr-id="0"/>
+                <instruction instr-id="702" subinstr-id="2"/>
+                <instruction instr-id="702" subinstr-id="4"/>
+                <instruction instr-id="702" subinstr-id="6"/>
+                <instruction instr-id="702" subinstr-id="8"/>
+                <instruction instr-id="702" subinstr-id="10"/>
+                <instruction instr-id="702" subinstr-id="12"/>
+                <instruction instr-id="702" subinstr-id="14"/>
+                <instruction instr-id="702" subinstr-id="16"/>
+                <instruction instr-id="702" subinstr-id="18"/>
+                <instruction instr-id="702" subinstr-id="20"/>
+                <instruction instr-id="702" subinstr-id="22"/>
+                <instruction instr-id="702" subinstr-id="24"/>
+                <instruction instr-id="702" subinstr-id="26"/>
+                <instruction instr-id="702" subinstr-id="28"/>
+                <instruction instr-id="702" subinstr-id="30"/>
+                <instruction instr-id="702" subinstr-id="32"/>
+                <instruction instr-id="702" subinstr-id="34"/>
+                <instruction instr-id="702" subinstr-id="36"/>
+                <instruction instr-id="702" subinstr-id="38"/>
+                <instruction instr-id="702" subinstr-id="40"/>
+                <instruction instr-id="702" subinstr-id="42"/>
+                <instruction instr-id="702" subinstr-id="44"/>
+                <instruction instr-id="702" subinstr-id="46"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="348" x2="352" y1="585" y2="593"/>
+                <content>-</content>
+                <instruction instr-id="710" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="405" x2="410" y1="585" y2="593"/>
+                <content>1</content>
+                <instruction instr-id="710" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="464" x2="467" y1="585" y2="593"/>
+                <content>-</content>
+                <instruction instr-id="710" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="103" x2="261" y1="575" y2="583"/>
+                <content>Organotin compounds (as total Sn)</content>
+                <instruction instr-id="748" subinstr-id="0"/>
+                <instruction instr-id="748" subinstr-id="2"/>
+                <instruction instr-id="748" subinstr-id="4"/>
+                <instruction instr-id="748" subinstr-id="8"/>
+                <instruction instr-id="748" subinstr-id="10"/>
+                <instruction instr-id="748" subinstr-id="12"/>
+                <instruction instr-id="748" subinstr-id="14"/>
+                <instruction instr-id="748" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="348" x2="352" y1="575" y2="583"/>
+                <content>-</content>
+                <instruction instr-id="756" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="402" x2="412" y1="575" y2="583"/>
+                <content>50</content>
+                <instruction instr-id="756" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="461" x2="471" y1="575" y2="583"/>
+                <content>50</content>
+                <instruction instr-id="756" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="103" x2="192" y1="565" y2="573"/>
+                <content>Phenols (as total C)</content>
+                <instruction instr-id="794" subinstr-id="0"/>
+                <instruction instr-id="794" subinstr-id="2"/>
+                <instruction instr-id="794" subinstr-id="4"/>
+                <instruction instr-id="794" subinstr-id="6"/>
+                <instruction instr-id="794" subinstr-id="8"/>
+                <instruction instr-id="794" subinstr-id="10"/>
+                <instruction instr-id="794" subinstr-id="12"/>
+                <instruction instr-id="794" subinstr-id="14"/>
+                <instruction instr-id="794" subinstr-id="16"/>
+                <instruction instr-id="794" subinstr-id="18"/>
+                <instruction instr-id="794" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="348" x2="352" y1="565" y2="573"/>
+                <content>-</content>
+                <instruction instr-id="802" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="402" x2="412" y1="565" y2="573"/>
+                <content>20</content>
+                <instruction instr-id="802" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="461" x2="471" y1="565" y2="573"/>
+                <content>20</content>
+                <instruction instr-id="802" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="103" x2="289" y1="554" y2="562"/>
+                <content>Polycyclic Aromatic hydrocarbons (PAHs)</content>
+                <instruction instr-id="843" subinstr-id="0"/>
+                <instruction instr-id="843" subinstr-id="2"/>
+                <instruction instr-id="843" subinstr-id="4"/>
+                <instruction instr-id="843" subinstr-id="6"/>
+                <instruction instr-id="843" subinstr-id="8"/>
+                <instruction instr-id="843" subinstr-id="10"/>
+                <instruction instr-id="843" subinstr-id="12"/>
+                <instruction instr-id="843" subinstr-id="14"/>
+                <instruction instr-id="843" subinstr-id="16"/>
+                <instruction instr-id="843" subinstr-id="18"/>
+                <instruction instr-id="843" subinstr-id="20"/>
+                <instruction instr-id="843" subinstr-id="24"/>
+                <instruction instr-id="843" subinstr-id="26"/>
+                <instruction instr-id="843" subinstr-id="28"/>
+                <instruction instr-id="843" subinstr-id="30"/>
+                <instruction instr-id="843" subinstr-id="32"/>
+                <instruction instr-id="843" subinstr-id="34"/>
+                <instruction instr-id="843" subinstr-id="36"/>
+                <instruction instr-id="843" subinstr-id="38"/>
+                <instruction instr-id="843" subinstr-id="40"/>
+                <instruction instr-id="843" subinstr-id="42"/>
+                <instruction instr-id="843" subinstr-id="44"/>
+                <instruction instr-id="843" subinstr-id="46"/>
+                <instruction instr-id="843" subinstr-id="48"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="345" x2="355" y1="554" y2="562"/>
+                <content>50</content>
+                <instruction instr-id="851" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="405" x2="410" y1="554" y2="562"/>
+                <content>5</content>
+                <instruction instr-id="851" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="463" x2="468" y1="554" y2="562"/>
+                <content>5</content>
+                <instruction instr-id="851" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="103" x2="138" y1="539" y2="547"/>
+                <content>Toluene</content>
+                <instruction instr-id="889" subinstr-id="0"/>
+                <instruction instr-id="889" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="348" x2="352" y1="539" y2="547"/>
+                <content>-</content>
+                <instruction instr-id="896" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="392" x2="422" y1="534" y2="552"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="902" subinstr-id="0"/>
+                <instruction instr-id="902" subinstr-id="2"/>
+                <instruction instr-id="902" subinstr-id="4"/>
+                <instruction instr-id="908" subinstr-id="0"/>
+                <instruction instr-id="908" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="450" x2="481" y1="534" y2="552"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="914" subinstr-id="0"/>
+                <instruction instr-id="914" subinstr-id="2"/>
+                <instruction instr-id="914" subinstr-id="4"/>
+                <instruction instr-id="920" subinstr-id="0"/>
+                <instruction instr-id="920" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="103" x2="288" y1="514" y2="532"/>
+                <content>Total Organic Carbon (TOC) (as total C or
+COD/3)</content>
+                <instruction instr-id="961" subinstr-id="0"/>
+                <instruction instr-id="961" subinstr-id="2"/>
+                <instruction instr-id="961" subinstr-id="6"/>
+                <instruction instr-id="961" subinstr-id="8"/>
+                <instruction instr-id="961" subinstr-id="10"/>
+                <instruction instr-id="961" subinstr-id="12"/>
+                <instruction instr-id="961" subinstr-id="14"/>
+                <instruction instr-id="961" subinstr-id="16"/>
+                <instruction instr-id="961" subinstr-id="18"/>
+                <instruction instr-id="961" subinstr-id="20"/>
+                <instruction instr-id="961" subinstr-id="22"/>
+                <instruction instr-id="961" subinstr-id="24"/>
+                <instruction instr-id="961" subinstr-id="28"/>
+                <instruction instr-id="961" subinstr-id="30"/>
+                <instruction instr-id="961" subinstr-id="32"/>
+                <instruction instr-id="971" subinstr-id="0"/>
+                <instruction instr-id="971" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="348" x2="352" y1="519" y2="527"/>
+                <content>-</content>
+                <instruction instr-id="979" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="393" x2="421" y1="519" y2="527"/>
+                <content>50 000</content>
+                <instruction instr-id="979" subinstr-id="2"/>
+                <instruction instr-id="979" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="464" x2="467" y1="519" y2="527"/>
+                <content>-</content>
+                <instruction instr-id="979" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="103" x2="138" y1="499" y2="507"/>
+                <content>Xylenes</content>
+                <instruction instr-id="1017" subinstr-id="0"/>
+                <instruction instr-id="1017" subinstr-id="2"/>
+                <instruction instr-id="1017" subinstr-id="4"/>
+                <instruction instr-id="1017" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="348" x2="352" y1="499" y2="507"/>
+                <content>-</content>
+                <instruction instr-id="1024" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="392" x2="422" y1="494" y2="512"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="1030" subinstr-id="0"/>
+                <instruction instr-id="1030" subinstr-id="2"/>
+                <instruction instr-id="1030" subinstr-id="4"/>
+                <instruction instr-id="1036" subinstr-id="0"/>
+                <instruction instr-id="1036" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="450" x2="481" y1="494" y2="512"/>
+                <content>200 (as
+BTEX)</content>
+                <instruction instr-id="1042" subinstr-id="0"/>
+                <instruction instr-id="1042" subinstr-id="2"/>
+                <instruction instr-id="1042" subinstr-id="4"/>
+                <instruction instr-id="1048" subinstr-id="0"/>
+                <instruction instr-id="1048" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="7">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="1" end-col="3" start-row="0">
+                <bounding-box x1="346" x2="471" y1="439" y2="449"/>
+                <content>THRESHOLD FOR RELEASES</content>
+                <instruction instr-id="1126" subinstr-id="-1"/>
+                <instruction instr-id="1129" subinstr-id="0"/>
+                <instruction instr-id="1129" subinstr-id="2"/>
+                <instruction instr-id="1129" subinstr-id="4"/>
+                <instruction instr-id="1129" subinstr-id="6"/>
+                <instruction instr-id="1129" subinstr-id="8"/>
+                <instruction instr-id="1129" subinstr-id="10"/>
+                <instruction instr-id="1129" subinstr-id="12"/>
+                <instruction instr-id="1129" subinstr-id="14"/>
+                <instruction instr-id="1129" subinstr-id="16"/>
+                <instruction instr-id="1129" subinstr-id="18"/>
+                <instruction instr-id="1129" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="330" x2="366" y1="419" y2="436"/>
+                <content>to air
+kg/year</content>
+                <instruction instr-id="1181" subinstr-id="0"/>
+                <instruction instr-id="1181" subinstr-id="2"/>
+                <instruction instr-id="1191" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="381" x2="419" y1="419" y2="436"/>
+                <content>to water
+kg/year</content>
+                <instruction instr-id="1214" subinstr-id="0"/>
+                <instruction instr-id="1214" subinstr-id="2"/>
+                <instruction instr-id="1214" subinstr-id="4"/>
+                <instruction instr-id="1214" subinstr-id="6"/>
+                <instruction instr-id="1214" subinstr-id="8"/>
+                <instruction instr-id="1214" subinstr-id="10"/>
+                <instruction instr-id="1224" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="443" x2="479" y1="419" y2="436"/>
+                <content>to land
+kg/year</content>
+                <instruction instr-id="1247" subinstr-id="0"/>
+                <instruction instr-id="1247" subinstr-id="2"/>
+                <instruction instr-id="1247" subinstr-id="4"/>
+                <instruction instr-id="1247" subinstr-id="6"/>
+                <instruction instr-id="1247" subinstr-id="8"/>
+                <instruction instr-id="1257" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="105" x2="146" y1="408" y2="416"/>
+                <content>Asbestos</content>
+                <instruction instr-id="1295" subinstr-id="0"/>
+                <instruction instr-id="1295" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="345" x2="350" y1="408" y2="416"/>
+                <content>1</content>
+                <instruction instr-id="1303" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="398" x2="403" y1="408" y2="416"/>
+                <content>1</content>
+                <instruction instr-id="1303" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="458" x2="463" y1="408" y2="416"/>
+                <content>1</content>
+                <instruction instr-id="1303" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="105" x2="204" y1="398" y2="406"/>
+                <content>Chlorides (as total Cl)</content>
+                <instruction instr-id="1341" subinstr-id="0"/>
+                <instruction instr-id="1341" subinstr-id="2"/>
+                <instruction instr-id="1341" subinstr-id="4"/>
+                <instruction instr-id="1341" subinstr-id="6"/>
+                <instruction instr-id="1341" subinstr-id="8"/>
+                <instruction instr-id="1341" subinstr-id="10"/>
+                <instruction instr-id="1341" subinstr-id="12"/>
+                <instruction instr-id="1341" subinstr-id="14"/>
+                <instruction instr-id="1341" subinstr-id="16"/>
+                <instruction instr-id="1341" subinstr-id="18"/>
+                <instruction instr-id="1341" subinstr-id="20"/>
+                <instruction instr-id="1341" subinstr-id="22"/>
+                <instruction instr-id="1341" subinstr-id="24"/>
+                <instruction instr-id="1341" subinstr-id="26"/>
+                <instruction instr-id="1341" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="346" x2="349" y1="398" y2="406"/>
+                <content>-</content>
+                <instruction instr-id="1349" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="383" x2="417" y1="398" y2="406"/>
+                <content>2 million</content>
+                <instruction instr-id="1349" subinstr-id="4"/>
+                <instruction instr-id="1349" subinstr-id="6"/>
+                <instruction instr-id="1349" subinstr-id="8"/>
+                <instruction instr-id="1349" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="444" x2="478" y1="398" y2="406"/>
+                <content>2 million</content>
+                <instruction instr-id="1349" subinstr-id="12"/>
+                <instruction instr-id="1349" subinstr-id="14"/>
+                <instruction instr-id="1349" subinstr-id="16"/>
+                <instruction instr-id="1349" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="105" x2="206" y1="388" y2="396"/>
+                <content>Cyanides (as total CN)</content>
+                <instruction instr-id="1390" subinstr-id="0"/>
+                <instruction instr-id="1390" subinstr-id="2"/>
+                <instruction instr-id="1390" subinstr-id="4"/>
+                <instruction instr-id="1390" subinstr-id="6"/>
+                <instruction instr-id="1390" subinstr-id="8"/>
+                <instruction instr-id="1390" subinstr-id="10"/>
+                <instruction instr-id="1390" subinstr-id="12"/>
+                <instruction instr-id="1390" subinstr-id="14"/>
+                <instruction instr-id="1390" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="346" x2="349" y1="388" y2="396"/>
+                <content>-</content>
+                <instruction instr-id="1398" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="395" x2="405" y1="388" y2="396"/>
+                <content>50</content>
+                <instruction instr-id="1398" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="456" x2="466" y1="388" y2="396"/>
+                <content>50</content>
+                <instruction instr-id="1398" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="105" x2="200" y1="378" y2="386"/>
+                <content>Fluorides (as total F)</content>
+                <instruction instr-id="1436" subinstr-id="0"/>
+                <instruction instr-id="1436" subinstr-id="2"/>
+                <instruction instr-id="1436" subinstr-id="4"/>
+                <instruction instr-id="1436" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="346" x2="349" y1="378" y2="386"/>
+                <content>-</content>
+                <instruction instr-id="1444" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="389" x2="412" y1="378" y2="386"/>
+                <content>2 000</content>
+                <instruction instr-id="1444" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="449" x2="472" y1="378" y2="386"/>
+                <content>2 000</content>
+                <instruction instr-id="1444" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="105" x2="224" y1="367" y2="375"/>
+                <content>Particulate matter (PM10)</content>
+                <instruction instr-id="1482" subinstr-id="0"/>
+                <instruction instr-id="1482" subinstr-id="2"/>
+                <instruction instr-id="1482" subinstr-id="4"/>
+                <instruction instr-id="1482" subinstr-id="6"/>
+                <instruction instr-id="1482" subinstr-id="8"/>
+                <instruction instr-id="1482" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="333" x2="362" y1="367" y2="375"/>
+                <content>50 000</content>
+                <instruction instr-id="1490" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="399" x2="402" y1="367" y2="375"/>
+                <content>-</content>
+                <instruction instr-id="1490" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="459" x2="463" y1="367" y2="375"/>
+                <content>-</content>
+                <instruction instr-id="1490" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="105" x2="170" y1="357" y2="365"/>
+                <content>Total Nitrogen</content>
+                <instruction instr-id="1531" subinstr-id="0"/>
+                <instruction instr-id="1531" subinstr-id="2"/>
+                <instruction instr-id="1531" subinstr-id="4"/>
+                <instruction instr-id="1531" subinstr-id="6"/>
+                <instruction instr-id="1531" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="346" x2="349" y1="357" y2="365"/>
+                <content>-</content>
+                <instruction instr-id="1539" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="386" x2="414" y1="357" y2="365"/>
+                <content>50 000</content>
+                <instruction instr-id="1539" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="447" x2="475" y1="357" y2="365"/>
+                <content>50 000</content>
+                <instruction instr-id="1539" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="105" x2="184" y1="347" y2="355"/>
+                <content>Total Phosphorus</content>
+                <instruction instr-id="1577" subinstr-id="0"/>
+                <instruction instr-id="1577" subinstr-id="2"/>
+                <instruction instr-id="1577" subinstr-id="4"/>
+                <instruction instr-id="1577" subinstr-id="6"/>
+                <instruction instr-id="1577" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="346" x2="349" y1="347" y2="355"/>
+                <content>-</content>
+                <instruction instr-id="1585" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="389" x2="412" y1="347" y2="355"/>
+                <content>5 000</content>
+                <instruction instr-id="1585" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="449" x2="472" y1="347" y2="355"/>
+                <content>5 000</content>
+                <instruction instr-id="1585" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..20680bda43d38aa7dc96093c1980207e21875582
GIT binary patch
literal 68143
zcmeFZb#$D&vM<<XW@ct)wqs^HW@ct)O5()K%#N8UX0~IBnVFfHvB%lx>~r>hbMJez
zW@gR1v)29o=<X$zr245!`byPRqWCB#!N9`E4ok7MJw6S~PRvZ~U~Ekc%g+zXB;w#~
zYUWI=!~9;ztOv`a;%4mX<!DCCBxhxB1Ir}(?;7EMG*DBPCZ@J@b#>%rVls1cX0SE$
zWPJa2a5Q@VVv;lSRCBgcF>`kR%TGpA2O&3SD*;6rUO8S?W@b)aW;QlnW@cuV_YW2>
zUU3E9cMi!MjV#OrxM|*bAZB_W1y)cHmPz#wUWD!K9b93Vl+8?BiFMdmSc$n<c!=3K
zd5F2#IP`wgnc18Efr#UOKQuO;e?ep8`6smhB_<YTZemUz4q_HA=67r?f5XK2zaP{8
zBXMza5OZ>~5wmk~zC+~s8#J!}e?wzoW+Ue0Vj*VXWO;|k^*3nT|COP!|1TAimE|20
zJ0~$K$Gc*3vi=Pk&wpiTEUf=aZ0y`z#GGvG#2l<V#GD-Oo8DhG5SHKj;D6c8@&5w2
zKXj6nm6(O)H%RWkgJb<GI2B=Hb0b?9vp+XkaZguC6;~tI_W~7pVrE8W*1t{6-`*Mu
z#B8uk5>~dZ@2?If3ETHZVrC`|rteLKf0x<67Z5XvnYmk;m?=w&z`nl=>@8d^-?fR0
z<9DYnuFhsgcCb>R8A)EMDjt{v0S<#%F^SbZCI~v8sv%=IY>i?Gz?Gn-p+QhZq!u8A
z#URkd#lDs%vd-DLN+^nFGFF;YAkO(6O@ZAqA02SlVa`WoVsT4mDp(XwpA((m^W1x!
zpRcaB-)CL}zEc&H*3UA-0V3zVkIO{#VPc>g=feQNV2MFd0IXgWj0}7vP#bamvenuv
zFfZX*`cN@e?WA%;UCbB2P=@(K1i%LzZYb)6dgly2r^-^U1Gzh#46lMj${;1Q<4bU-
z2KE~3toD81J)Wgr*huxywKNu)B6-Z0Rv8-eIEmb3CEOmfC5gA(27QYKL&ZwlFDvL}
zN<-El9}X#7g=v@u7LhDk1gT`dT!R9Bxz6(GJ|W^IAV5wRkk7VAv}>!`cdhIarckr1
zMo`ckmnA?3GK*4HB^+X;<ZI`}Tj7DEbY5q07cLol#s-S#ba#sc5KZ!Zd#XzB{8+d)
zHXT3GoF)7M=U^wauOR^Y$rH0`^r^97iUAN&1>SYFr;|SX3}C+OAn14)^Lr@tqT#}J
zHR|ZNy}cE*E?5~*o#1-PM(q4>-Znnqx{`in=rqKdS~K)1^@y^nvXt|vMmtlkviGYH
z!IlBR!?l;E1<i1RcL8Sfubv{g3boDCIocUWw|Yz!8=wkWfZ2i~yU=`7lSvgw)dEyC
z;}zhl5e~3B1yHU-SpU3s!;lyU#d^W9zPa|YG7j@}ud*pPou^)r79MZ9Yv`QUVedbF
zqXi239h7ndgw7Bt<1-&JXaF+kPhs{Ds6k?aoll_E=)Z({CIAA(Pz>J*Tt5?56WW6I
z81i9*wRZbEB1Z&9cf(vrIuiQARDRYmM3oB+HiYDds3L|Y6^0Li(-KCEq1%CY6g8$s
z4GUJzp)Ur|epZdaWEEkUfGvhP3J%I4n6N*%pHMmgcSURg_k)lZM*4pKJ((GF+KA8=
zs<peL8awK<$_BnCO!*g^4az1oeJG^vybHkxW?xW2B!fVz&EN}qP-NVnlK3bjq!Q#(
zyviX7B;NTLhZ2ynN~S{2@I2wV!j!R+zu*!=oR#1)ayKne)53=)aqBQn#e*mH4vcQt
zy&*D1EGFi`A-j_{#G%QgV8WqkMFeufnWYw_A3_|193z?KJ!QyIAH_gezNU!L6RRVq
zhqm`t^n&$n_saIR_G+Pqnu=eMipNYzv&Ma%5nmEnl6;DAO=Xw&Rw#@m`1Q5}?o6U3
zdq#{DcON4}VL-V~)|p#PU75fv!z(Uqm4BnuPdz}5MKhhCp~|WDA@cj)N4nzE8ImLa
zBb+0<BQ)H|Ju$cfv#FW7-8zz`bIa`MLQAFt{1z%b5vE+c!{Y;@sp#p>Tp=T7Z2JgH
z36h>J&4Gnc?!Je#%asV5Jrha}m6ZC_$P@z3R@=K2X`>calN8xh`4Qngl0ES~GR$wg
z{c+W%<?3_L$JED=Hc6vq;R}bh2(8KO!G2MG*`ixbPFp;%3RL@GV>DxWj6dD>WSX4M
zV9&7c;XTqMcVIk~^&zT)?{(I|9r`m&2raWL)(i!W-$EbBi8fm=3tnjbiGajFUSPqu
zO!0_sQ^t{f{^7%z<Mej)c?^k3t4UDwRazZ&Kg+i&Xe&51BXw45Bq{_d*eZ@I8nv=(
z{7rjmVH#tXU6=9enyuiLy_d`vIhXwneY)M}#?}}o6)YP2&JtG1d^-H<{Jy<@dM&y`
z!f!&1MYIkE2_DCP3rjU&(Zt~Vn%QrTZ$}W19~s4mPla#51C!yL$(w=5z3NoR8=g6w
z0hOW1JKn_Il;2#}bmG>0DC30Dn$&9VE^z!bBEOMz-Y{gha@x_QOpL(}a|dhR%C?fX
zVzVN-TIG!_&`X#|s3XvE^Hm^_e^@}0pUJyhzgyqBszN`x4Q4H8P5WHw98aW$SwfR)
zg)ZZ2^Ev;?^&#S!|IY1_;bwKiXYRh<AjTkZJ!PE%MKXc@2$=xQZ~y#|>7MAa6SoUm
z3fdBm8}-8OyT*4`N1cuAz$RfU;j%9ZkgsIi<eEfnLJz_rvQpB&d`P%@`JIBAG+w-@
zN!U5-7;d&Fu#CEmf~o_J0+6tRG=k1yIy*m9e`q$e?Oug0g4XJd3K^85|3QBB`fKoA
z2eoD_XSgQECc_RgC-05<jcJYV`uL-6!)FKl(Vyi|DYYnh2!nem`rQWPdtJ6%wu84j
z6&z(gQk=-ANW;t6D)48CNy$hr#kh)EQzgoJ$XdjS#wAl^E94ZJ7Qq+!#vi4YDheb)
z7Eu)0$+fmmxaGKSdh$vo7dpsw#*_Ri9()j`WMLz7A-`tQ$}LYSuU%X@**XzeRCF<R
zd2+VjZP~|lQQTv>4!d&S7Z{EnJ|EB4-D$O4%)N$~gE;y^_AUQs+t18zwc*=X4%+;B
z=&Cbnu7070(mio5vK7hd46peqTJ&^+sv^{bOp7X4f%JNuwCV3E*rCBomi&urn20tP
z11t<`2->XkN?%J%D`3%2?W=X(k+7HQqv0c2y_i7xTLWo{u}@#^(9IAMT|oIz74LTv
z8yR-VdVITrJJ)(YH_=;)%;ZX0E-f_m+7fe#?A&!NxLL*$0ppELAr-8Mv;M^Xl9pdB
zu`T<zUbn%x3kXX=aFJP&Hn`^;6zs2sICe=~*|tu$Rt~A!n6<W&bTisZ-akg0D{Ae$
zy|%9OPG|0h?u6VP+-^L4J4pljY7|<>b~8ORC@WW%&E^WuTWV;1XYXbYtZ$D(IY4Y0
z%Dq-A4&HJHsw}GagY~`6v24U`g6H0vDs5NA3>?=RZhLQ+Zs)ng>=tIn&m4|ATUqS3
zH$iN_`)oYR_oa^^KqA_&%dOh3@be@*DFX6Ably^$Qpr<eQeV<6(`M5}(yKD?GeR@&
zGfgw6vOZ*0W)ozGXFq+n`o54OnbVL<nVXacndhFjm#>~bP{3VKQixj^UieyMU$jxI
zT-;m2RZ>!lUm9HoTIN=ESgu<>Q6W~*RLM}8Q-xU-UJa;rt3IkRteN{E`{QRVcWq@I
zMO{WcT76gpNP}0yMWbcoMw3?4WV1~3&lbLx`c}r)qBfGY^mdH)=nmM9uN}Zn@6OvU
z$F7rZi|*~820xd3G<#-xm3qheWcz;gOZ4{)2oH4r68P0N$UE3P#68qF%sJdJ!ZA`m
z$}w6$#yQq7&NbdN!86e^$v@dKB{bDNEjHahBRw-bt1vq`r#81RuRFi7V7hRyXuEj1
z<i7O0{AmSZC2SRWHE9ihEq9$}y=sGVqkU6sb7V_pYkAvb`*_D?=VkZn9>QMIKGA;3
z0qa5Ap~T_Dk<QWXvE%XcNzf_EX~r4#S>5@E^N|b9i``4-OW;++HO_U>4g1Z{+mE+v
zcXoHr_hAn>55<q%j{{E{Py5dvFHkQjuQabMZ?bPIKsz816drK@_4*n1_bL7#mLc)K
z4)iQ+|1?>3n50ETMT}g`Oo>^3o1)5k|EBrdsbAE=*1=iD(a6M%_>acQfAMKZ+r7IO
z{%yF5iK_l-w*J#V<z``LhGo*QGJQ8zxmn+T{=@&Esc3Bd?t6ImmRPyEd^B?wb+B`E
zus5@JCFX`@k}|WhuyiHn;{J<e3tRx60T6}Xof2jM(@y{Z00g)U_zHlBhK7cLhKGTH
zM}dQdL%~3TheyJ|Mnl6uL&L^GMSp)#v9R#)3Gwl;$jPaw$jLd_*w{Gu{`G($z`-FP
zA|N9oBBLWBA)=!rqo5$86QHAGpraE|;9|W$xD>=>goK1-#MIOj6x7tLtjw&e|7y<%
z>;j-b0~Em6!9Yj>peP_<C?LRI5TSSeAVB_j-dX+qfB`^2!66`_pkZL)K>o){5CACH
zpOwe}5O5GMP;gKPC`f1sFnG52N)#|~5>yrlVI?CpQm4<Xkm#{FH6mo>7|PwoZ0yco
zCPkqr;#4j+FHKxHFmrzdQi{c^nu`C-bLGUEQrj}Ss{PtC?Y4a_L6wmItuC>5X6L4$
zzHfH-R^8k^D5<cae{S!NOH#waBRILJabSM`9t8jj`pzx*A3Q-pLU8=S0tpK$_&Wzq
zq-YSVpJUN~bI`3kdBH|*yy^TUPE-ZM#D)Em0`fNlP?Q`$r{0;!!!i|D<8(FK`WFlT
zIR{k#W&yYafCu|yOca0+U`3iDZ~BR?wr2F_#4jgXyDUK?9dZz}au8l99*TM(fOGtH
z(BZN3F|LmnTZR>Np}044CT{xYK@k&1GhuZ(PK*u<Bu^q;3q(c!s{CjZI~qXj^M+~8
z0A86Qc<JGgw3XqFN@@hFfRQG72tyYC4rz8-l?z<SFSD=ik%AX85>Aj6x~OXzUy}-n
zME&JKrya|O(=>I+F*7@;fq-kPo{Z0L4sWKhgD3@MU-UA>lCrqO-NhF%-~#=}PU9Oa
z#uJooJzRs#SjO-}UaEH@ws?P&xyG`xob)%(ERmcrn?#3*Dro1&NmI~}$4SdblgBB?
zNs}l1*DG)_(7L)R9x18QGn3~Sgm<!}a=M@+x=U690-7}fmZRQojqz&|#F~Q2S;xpo
zsSoZ;7~%d>d(&y<M)aKM@!E8LuJD}S=}C4@b}ze@-^8?}C;7Ik2L#yjJx>WpmH=Re
zI*_1d{5!)8T$9fs{C4~geP)s&o@I-HfR(b&(}4hQgSwXJ*P+(86_5LZdujg*jWx-$
z<aTMtzn1@v{@)!XY0S1(wiYF?nv{DKZ#M5V^>Q_9m$q&9kP(hd@_!&a4p_>5g#-d7
z2PuF6>wp_PAV8A53<x;tcX;lbm%jBEGVk=jTNQ$aOV{?}E03UekuIA_#!@)g-%+^&
zH4$xDKt?Rjj=lA)S*G!HB`8`QcNkadJJ2xQ{&8ueO^*hSqb{_MA#{%%kRfzMhcQOc
z8%Z8dg#IZx!gm}sH2U+^<e|5UrZ<mW5Dq3(?1F6mcQ&Ddn-?yXP^0>OS&1TLG8F)=
z=BlC6C&yQY-e831yhBCHYpr5<cQX$SE4J@+wNp2S;|n`lH$u`)(FkUWsO7r!SUZLs
z^Yz=V3Wb6!KL>k{wu!*Eymj)q9af2ChtRz(G~5yFOGa)r<?7^w&ld_)WM}sqT|);H
z8J;<ceac5G2b`a^w=WqJt8UXD+X9aHt{|e0%bpFYbU4{OJuA&QQW9-S-GsB2x~isc
z2Kh(Ee^JHA<=U8ikHUdlZNIfRFb&Y^j49LPUVv{nDc76RX&&{Y3YLq7#N?7a3Iu5Y
zGblMi_6muPmH#$N6q;z)-J0q|F*{-{7wH>s27^Y*J3s4c3W&@Z?-+>~wySBym$T)M
zY!OzQ&B{sC*B5S2d=l?+Kx38k2QAOXL!gN`^DZHe6Nmk;yOhY|REA#d-qICcG+rOd
zIht=9pX`J#4eqz9=aP{2ws$6nUv?6b2fii+wnUK}oOWTC<A6Mm$yr-SMPo-Q5AzHJ
z2ICC&k>DtS1yS8Z-av;yp6RmFdu9zCl^-IQ3!TijpD*Izwes6M=X&iA(!W)@FxS)w
zz#cs_M=MoWy6k68Os*+}3sB(m=o%VtvyRfUCgku3?K*eNPE2hl>6aFVeu55}mK3>j
z{XA9d#^iN`7hV3-FQ+JabdK|lPJmC28ygb7dxmb+pxAg{OQohJJ#1+Kd#^FsZUX1Q
zT?W*%2;WeVo>i87H%=L9`G{<-1p<{EzAiK*1O;sG(vmz*rU!4{PaOz|M|!d8Bvb!6
z@KgZ=P!c`N`%6@OOHY3s^lGemiM`T!n*jn2xZa|qnVwaEfbZ*1JQNy0fI6qpIhJbq
zF}B){U*=CBKtt2AzrE{}n7e+o_zQTXMA%W88E0#Wk|$BF85he~Y+lxpteDGVf&2_h
z*ikYbNh(J=HZ+3IF<*1q+R^ydj9Rp!G{>U8ERCI)fpz<xKIi#Oxm(|l!x^76_wP3f
z$^L|ze)YP`0<6ntPW?A0uF<X&{VP`r-xnW0g0Ct|;Z7bu>&ZnGg-3eiSd<=%iVj;B
zE*n*ngUZV}qSciV{{r{8oHVuAS~@Fy9^+KI<xN|dH(sL-=9o){LaI|%oI)A0xx8+-
zDXqdeuYAey>04f`uc(?pLR@)$4leYB+KQpPJ%3gc?fh_(UsG`i*j~3-OnV7ua>;_R
zf2O|m6IH)n9DSKG=~L@OR$l^Z@xq?lllSBHHV`veAUIv4Mcr)S@~6={sYI!4HQ2bZ
zVsxR(+gTJxaKpqmZ`ooleP$aqIzy~lP9V^zle){c?V1!VzR5TVqcw3l@k=xb+FlSG
zI>s@~WNevi5)Qe^>nL#|TuuDR*UpNlu7@3AbGC})-XFwr$KCYBkh7tAwGGp*oxI~E
zBTrO8da!WBCu(&w(vHD@Uas+=Mbgcs#Ka)}&VA}$Rm;(*!hCepejpUIzqx(;Yx(?)
zKXuM}(TQSoyn?)c1$ojSI5%b!$}bmvur%Kgk<MZj@ye1@Cl>)6V(3?apd^nIiP9(o
zSsNmi?69*kDNH;%ui~bqtA)CTX+2-|Mg=|y$eWdmx!^{hK;|@s4Y$I3EyHACK5ehF
z7%JI|&ZQX079fDmeGq`^35%gUTxwRIIlC~iM@WuBmKejrMqsBoXPhn3Rvw=1lBrcO
z(%g6&bjAb(K!YTeRvlsrfuW(_009auY2xK2DNzAs2o5D&XXXPo<Onb1rat;Jc_=>Z
zq~AO=Ov-KG(=uze5TiaFJZE6yd2`I0prw9jBxypQRmsxc=OX#C+E<y04;S35f4C4}
zF*aPYP+@ZJ=s9F*(S%uziHi8R0<*<Gc_gWDK#bUsHdYd>FFfFrML0Fryp|c%kSuKJ
zmXi+tYj<er*U;f(<*&hCCK*qW^^12rhGwHCT7nO2^Y->x8}PytrHce?lxxM#>+<I=
z<rOyzJ>eMaki+=Txc0Wlrs`5ctZ6VuyoJI3QEP&ttaO~r$hh}&9xfd1v#rsbxs^U#
z`DWTfef3&)42=|HxmC4oqYcUP<}1}l<BiWE{?vMs`TM3yDtOT*CuR6tgxz-<n#16S
zZgY`8;Ux<QZY9Reu*26&Ue;16Le8>dya$%>BFS6y5^b#g=Ys4ABO`t69ny8@k-h|r
z9eQl;1~03P)=o2Y?BhEq3`pI}!`qFMA0cEX5=$S1VYIfzbv<=YJ73$mlzv~>o5h}+
zS@9dKT?vpj7h9NQX`H^EC0vU$@K;dEDI(vQHWwJMzvypB>a;1;xzQtQ`H(f3vpU^M
zlCUUm51tX6wuldkea!L50>@UewaLvzHj9^wKV(<)W4k`j&DJr_hknW1t>TDX_XL@#
zigcNAobrc(&a$N;;_8vVix^7o)Dio#KcCjel}$G!(hqk(<^%=|04Ot`r`0}I3nd*M
zHYckuYvSXcfh`=ZUfX@HBw{WsUj8)P5<A$Cq=};<0Hp~QXls*o2v&p2p*eHoyBCo=
zVxf8xA$wF`6RBq3{Os;+LbRfD^L@dT#G)~v$Dv+?IP=+`N#V1<X5mtaokPQLeo(D_
zq%D-d^2#dYW`Bn)6H`7%<gY3`><FJ!g{R9`%4C5mC#OY^gB4>g`yI-khlsZ|_MM1n
z^7NhdOAC`a8BeQP@JMy+2ivDkMBeHS4m;?8^OuqpX%|gBBHASVY55+~5g)pSd3+_k
zDpHVDSsj}}-aw0Swf4|Z2?o*@T05QgaRh+97jAQ}vtp<e+Hx**WkU~E$>wewYqF3N
z#OS(SVlc>{QB5S`+fZFiwIkc50$n-NFVH;oDH|w)u~3HPYJnDsADhc@#alP!ZQ51t
z!zI7C?>JY|2_lBF9th8sgBtb~N#?8tshtRO_(^Y=WbQFT5tvxPIjL08&d8!v^z2+!
zpDXxm%CUHsQoypXcs}cMnp_c0UE+x2Rqv=<E$OM9{pe{4ZvPr2>7^VX`K$gh5?lUN
zz(c+<Om^iS$419aab?d5v|sA-B$TSr%`xg#bc(#W?Jd^qyyCQ{IRRGGvOnJ_P`2C2
z<9c({{E+Zy^$~Qo@9+et(QI8s&wcNSvju-cfU{;<ac?ljGvV{aQP{M9<V~D3`u{h^
zJ%82Q`e7Xq&=;^C)}xcH6Hqt}1YiIG{&WadhHv(Q^7x%&((W<%Fd$t7!YM-TrT3bH
zhs{`XXPLse4b>c*y@M`(wS)M8Vg@L_yte@x?fJLqbw;+6CD+$=n&^Qa(ab2r!BmJ^
zgk(`Q*-~h)^sy~DIyZ705qVCyPTq~v-x<B7h4JsDHBFQ!pAF<*qwgGQ{X087swl}0
z2B!7|W%)l4H_2M)Pj8pD&yGuRsy)*S85&|HXX&ro2U_l@zJzr+QpLl=JHHGNXR#?k
z60jn>b2X|<X-13=*yAQW-Tl8}I}mg(>M^}-P67dTY|n|l5elg)cU(~ThvaFC>(6xZ
z7UrNQA(rGZ#0WCcJS-t(@@m7MX<`|~bqppC*YBb5-j*HiscyVIUc38&fQIGQp;bLP
z&Q)1XB&?Jd9ti=8L?A#QZs<+ultj2Mxz#2R%W&UYfbVT%J7C%FZP$XR=%%%7&9SCC
zMJUhWo~o9psP^rKCYx0#FpLwc=#X2(gu&A5zWUc@i(__}GFu6r$vAX`2eL$7tH=?r
z3%v_oU^D_th3)Cp$D3-QGf1x2y7e>RUn8sOc5+58uaW>t@-MEiYP)z(esdh3v_dwd
zsM6L9fq=A~h+PZy_Nc@4$WL?crdRd0T{WtZ*qZPc?vFQ50sjD#{yMlGYtjPY#V4_+
zzt>-bD0k9u^J2YjgZpyaf2ZzQ5gg1-G)Chj+hXgFxzd05%6JFm7xu{<=^(`o2;k5P
z5IH=ZZPGk<Fs5_3r+vjE-kGo^g{cl)b9IPoStcCM-CF;Wg=vfwh!b=9#DOGxX!15`
z0t76}zwIb4v~xH5FxRZ{^~uLxeKXw=SmNgZ0#IIu7-~k{_k57z+&saZJkwr2&QI~u
zE!Qu&Y8akb+Y)udo+VDx*bG-+j&<o8H`ss%xaqqalHF98w2gfOz2_Y9L2v|1*&y%Q
zh|-OTc8n*s1T*Vp>;?jcUJRZsDObM%0f`UUcM~dZ*rQKc50M^cPu*;nj5Z#%cJ*(s
z3P?mZDi0=$>OM99qLdPX>QwBDy8H<BkV75~?n4)H?;b33XbN`6`_Awei+hS^x`Ow!
zDzDIKVSsbpdafYMj4O&otIC~*ED+G-8n7()w$o|m+W8zT`C2!AramR}rTpI7f9Npa
z9x?jaDtjgQq%s)@a6EWduhiF}CFzf9S*MDB(b>4y#3>-)jDYBFTBun^nijTpwdAj3
z8vJN6c<sr1Te7&Pv!W1I_o)~9_i(a*VPn^hyqI>}z38vw4gQ6Ziu^<ft+ScG4#)Ht
zJ`(HVzLyCsW&eA)zd>(^Q^oji*#9l<|5oz9EUEusZJ%fQ`3(#V9HpG(7Ap6ApeVPr
z%sijNZB9He(C#R6L#)kImtaV!Nt~f0o#)0`+4r|0*s2M*Y&$kMtmz!91p=fQ=y7TW
z@P%W*AuFZiMq*&RT$^SX^MC-nvHG`kyq9C4n>d4qHMgpph4p<cARs>>+q3U^)1pym
zl~G9bC~?1*AaR?G=;UNU7EIXJQ4R!mEQ2CjQOX>V?&8!hRe`9yW)gvFMUcNg{C&6n
z&pJ)?97z7uhwr7pZJbchjiZ^3aY*+=qT!ccPp=sw88Jj`y}Q#DZ-IwvsUsvC_LE-I
z4rHTCQ5Iwdm;OcV{JR@5a$g$=kdJ(G%YKq(dU4>Lf3kJBE(ZdpWaN~0Yd}ee!3$_I
zrEjGcS8el>#Be|@L2i&3<Bo*>Iuq|+yT5iLeIH@af%&ZRI(6(P{`2RrgK@uyTir{a
zE|-OQ?4?nPZr8u;m9z$GPlAe)hhu$%E<`33ZlC6)kwqo<IXd8s%=bvO$R)lft<Z}h
z6mzee_PsXVIY@Mho~)0Y;t6J*=b?<1kOBe6lE1wa_d5wh_oLxL56hFUNztn>iuaW+
z6>hq1_|GhtoT?MJ9zkEON&Vvs++c$OP8_s58=nL#(*>kbvIVENbHj;aF-)yT!!&y<
zKTqe4sIE27q!}D(TH`O=pOpLFz#<;1B|q5>n>|8>9on2wJ%126V(T>S@n5dBMM&Q_
z4WPRA-+2hAX@?W+JA4Y*^rKlN^zj=)1DO*&(g7oH5qkw2@&DOT!=o`77T`Yc+_5*b
z`qUaM%6wv3p9(fB_;e3)qg7a)d;VC|baun#k(#Q#kZpP+x$r6^A?K~sV4=C3>(2d|
zNt#I1%v>uTHiqNXNO+U?Q&dhIcu4c*_D$FXC$o_d_jR)D<vCdUC<Dp*5^lxF`eW-|
zuwU)OEf65+pM00s*~j%7^&0+ywJ4w{(2?)2saSDq1#RsoJVe>T3yGl4-nQ;hau}rx
zLXMR6+4L6Dw2@|Pn0QC)yyp9$?Zq@M0w3du|KM$n$@DF!f61%nOP|8{W5tos?2VuN
zfd66UboqD5Ff%x?8D2NZTlFNqB7t$+Sev|^xk4U`TK}ttnvT%}u9H>)1b1(x+DsGs
zjGWFp_j`vMkMS1wk;jrt*{{~{Nv8eKArafS>wWz^>V(A9yvqc`VM{>3yNY!MOv=8z
zzoJ2a0AV@Ss2F-lkmDpFo1jWFHLa({L?gm;kyDGoH6zP_xXuls13IFdn@+B&<=sYG
zzln7II1Z(lT-X!MJT$rt`QAt%0BeZFg($>BO;2KMyynYKL6EEUZiBL8EcKcVy&3x4
zoV5n_m$bQ{Z_`3=#t!c1Kjc!E2ZrslogJRRfPj|Huq3UVC(T`dmN$CG-7AeedYh*o
z91lDUPs7taoICL4*UxiLa?cH*=Y0^X9{GG>tTcjrDVO&?>ie&sfq+$mJ~W~?lc$lJ
zj=>|vMprQ)z(H&>o=8eQetEPegP_!@guS}?E9!(4EBt_C(Ve!C$EDC(SX{-?rR`hQ
zQ|A|^ACu3Wp>H=G!;)ujRL_&jva?%Nv+r)X3-NyvCofvQuJ-}~-n7!*ZE8=QM{m&o
zB%XR^AZmTcJ{Ol}(g^F+cs1z8`jghcEbl%5?e(C9;^<Q22nZ;9ApIw?>`9&f`Bp$X
z26?+a?W@6U0Qf&?5B>hJ+;a1i%lZt;-l{gj|4I5MkE(IEo@KWIvo9$BBrW(C9{nl|
z|Nn;b-_rSSW&6Lqb^^zr<bZ(8jtn2c(Sb2#WguX#=Y5Ba6Ez?@)jPacz6by={>Nbn
ze~W?s4+CNU8BxIY9@hV7{3{DF2RA44U%~{WLL=0DT+w$ifUD=}i+WeYFvwS`<^-rR
zg#73%@3|L?7tr7MiBCYMR{4oP8Gb^SLg4(Se0YUSAFOEwLSsy#ObN}N(Lh2SvX8DE
zMaUx%rVbJ-+P6n7h4N#XFC7^TcyPGV&UXK}I^fZ{2m%5vPDU;v&xH4QFy7hGfge(8
zY~{5(#LKXI(|#)l#QB)`SPz%9Lg?m=GkqF?0{0#t6X5uoqhdSmjbBo7r<TdX-iV9+
z!h3CEqlp~L7y$WI*U;Z`G_GZ~ER1TOH2@CzKHI-=3M(Bg9Spu0!txY#{YX3Kd*~}y
zO?$&kV?OUw(=sA_-HAb|p1$6*ZZD0#P#ajx@Jtc2c4in!M5r?#D&TtBz76*xg=@BN
z0xWz)wujWSK5uow?J?%77j_hlCmMle9y)s7YTGB7ras#I+82lyl+y=nh~h6F_&GkX
z1q8}V_4A$x7os{4_NeN5h#4{mk%nh|Mwrz6q~{6~uheT}YC`HCy6eki^hhvdh(H3a
z=yY?s5X$+202ITo;s(VURPY!PA|W!%=&9xY96bwjBmv*c*%k!G{cYS5{4@{mO7=R%
zYwQKf2VuZ6q7Pq{xh+Iv;f&)&?cmD8yzR04(dU|g-1%-)_m(DOQ*%8=Vpo;sZuqII
zaZkB6^%=RJ$K?)wyE)COxTnn43+29;s7E^|)G3!0*{r`Siew^Y=y9|cl|L9^VMMJh
zVwF4Mm_5q+fZvbir+6NB3FdOqV$m(%;$sKT<V%pr*Y3f^v7g4}=HpnGbSH-68r*YM
zL5QwXnnQ)UX>tWOps!!_3xFZ2mpM&T&%@BElmb(9cspiZ^EvJcNbC@dDSdm^XB1B3
zqMlUO&0{zz;o9Y0wCoq`4qcc*6)WxLkb%!$ahnXjU+LiI9SIC#h!bt#bI^m7;1?4l
zRV*oALog>`t#h|$Wb9mn>?aslBqA_Uja#TO;KVA5(R99%X!lAxsrim-nM)_@k_6DE
z@1|c7JXXGZ_{=JPNduQiM7N9~>Sb{F(VhkbqjZc}<hI0z_Z~6~)Mdn!ZMmG8D_sYt
z(j}T`&pM7J;+SSnucFsCD?>ZT4E}bd^;UNh@nmaFYn3lbT`={OzsKT&lW_yA@|;Y!
zpI~KoPxDqhK7PuI{r+A$?H6<Uy%hz=M>4yd<mPb(*NB`<MyEuO%4%KDUj7<o_K?wB
z=@WD+vDT(vd`2>O=VIj<)ZshyJd$JaZqC8J(r?;lajj-$w#g23B7@3diSKL1tn7yd
zPkDygnhIk{-i+<+xMA_YOlR@DEtoA#14{#|PTA^Sv4`&&^aetPI9$}G50>3`DeG>M
zCtcbfN*QSOD71`I+PmlM5gx?B-|f4Vefw|(#m>X1ER)Lf7gsv#*|YaH8d;Uj5>*@(
z^kmF_q?CRvWZ&#~!t^aQz>gKV9ad<eOH&GDFm~DpnHGIjl6da*&r0F=)$K?@h$UY5
z9^%sL=rr{PWi4L0O37xHME0fG?+Ug^YcJ$G-o@asufO1Kts3p!HQy$#-Veq76W(2;
z2CYEdC9II2AhTp`3DkF!Gh=R<z!<*KRdgywuuP@QZE-=x6}jv0mOY)5=uKt5UpOyG
z%&&CvSUsIPwrU&0*4cNPn0`L;CtmvGb2_Xvtx&oAsAXl#^7I`siH;)Va2E5{wjR15
zf|pgmEfw0D3F3eGXe{EZYdf-WAPfd2CN6P<gan6hxL>`jDh?}>Cd+hVE%9UiW8AHD
z{1k)!eNETA>;?xrCdOSo3%kRF+_6pSK+<)mMe4j+>b!|`tTv+a)HHi?CC)yaYek}Y
za#QM>?sp&dZS$BnqZswLKsjzU1u7rQ%7rx0QR1pSR#=U>2fZ~={VED}a)a?IL}^7)
zSt;uH961~oZ#%fY9pxBgmdbKW5J_$ev)*F}MluDaYGr2AxM2-5^yDTz2pEMTDuL1O
zFEZ^vKM8h+NFk&V3t{(H@8aDVV%z1YA#z$XSe?GfSHu=y6b7jss&zEmi$3wIM-;0@
z=@|CD>{y?8&@%}VufO^_*nPQaHO8{WJiZsI!ts$=X|Go}KD)fYJ)w((ZGRI%Y!7YK
zR4sI3uUXsXv=j)QDVHfPZ8<8N(@W}Ym1283M7zNSk}{pkx2=D$YQL89^<9IxM(b^5
z2f{a=vG-FP5E=*@4--Gg9<PTCPj5Y0Pfcr+=C$B1PYLCwL&KfRtKJ`cQJq-H4U_TV
zl~tE`GR=Y(Et}y+YaHV+(`-C~f1qPqh+smhNmlCP`!R8le10owuH`(u{xP1^Z8QLn
zALMD2=}E?S6;(%h$4)b!gG!*b{|TxtHqAOeUz5yud|zM}-zD&6`_PI`r_ZyUQ+XSz
z5vgxQC!5NKyz%`H08UR68$#L?7F^jCy|$pRuVlaQQjb`^&QH||O^A)xu}31Y3!Ld^
zQaw_aJ5*Wr#I9V2hv4&1sKuL2YyfjA&!(^v55*~JSJQ^iPtWWoBLsDm1@k25<#E8S
zS6PK!RY-*)>-iI0d?Fb73CyXbUuq$OTS{loHcH@Sr0Cd5+v8i#vXG0efv(mZeDqZt
z+kEfS7Fj;i;p<M+q3CVoKL|rNm}}W@+bNXah^Rh|p9AvN@0tLWb{_3G1F^jDY^^eO
z-C649H*Apjf(+%PCIFiaN=~CjT|>|-rb9_N==RHa6~5nf&dx*+b(!hZ-ySWsaPW#I
zf*`^w!Yl&U1R^ikiPi+nB=lGBaRlBX*T7X{mNVN5W<^#XaXo(Yh0CWaoUKGUY;)Nz
z@?C)gdfB~)=n|upe%H7b$iNdIMdy)mUUBY4Gg~d&G^S%~LQCCTX3K<j{~LppPHRr<
zX_8EGWqzwQSBPt?t<~U9&R5wqNHK&rF-uMo5OP6e3h0y+JCIt6;>hu*uO-6z#Ly34
zkONbwtNlIPA5fIg{8*eQ*Ln7{T*k*&n%VBxP|xBY2~TIQjBg%6IN+61UBiwxmn|2C
zzZJJ5G<eHGa11k%tV7U>WgzVi+oE~4_CXPtRmzb2hcA%Kut1ihSE<nXYDn|ehn{+N
zOsmqgDKczSR5Jmr3+^xEcm-fm=MA8E;MbxBK^~5(8;$tei`^n0$SNSJBv$ITxLngt
zivl-l4?5*qgs&HwB=os@mcNWUM_>%H$`7-afdFxuaymX>42fTny|wV^>dLhHo>c$5
zPdDL(1nTcxh7nCux<v3`Uh2|LQXJMzd{;Kd%F>I!-^g?*kck)_9umL9?WZ*~L=x}f
z<3_F`EC$1s=QrUQbN<Y~5NO#roQb~s5r5~41BUarhm}tikZ!ol#|CzD4vsTgkxsX3
zm&wakFutyn65Y=qJe&xgBagZFu`>w1jzhm_K-Y7J+F>A?2{Ys})aum19RJA3h%w;c
z_FWYA9%=n#E5dWeniGLqj%+aC9VloqK^ds-LaVB%#)of}V|@g$P?S$p{lsv!lgZ>f
zleCO~=Dg-VGmTy4n8DXF;Y9dQyt3;#eCphWs0x;6dF{U|NrxYL)w|b=7s^$@OH1FY
z)395X#ol@`cn!e=!Q(c_{=72%om@yQZXjVtf}&Yix}%s}gLZIN=7)^*k&JUqoNhjP
zG3RXQn96=}b7|>NX+A7%3B=(DPxP438|dOtD!mge&JVSXgn)wwG-x>t#}?U9tk*9>
z3mK*JuT~V(sio7eG-jhqmD2r`KPL*mHcmx|=vgIgmJ;;&&Sp{ev+}uPr1RsOzs<-c
zya;F?Nlc`gH$Nz8WsK6BUB?T}*cSbqr1Xim6Zh|tSr?URl)m*z*6RdbRpIc7BXa&k
zGO&F}*;=S@v_oFX&yjbwo0?dXRrY!5uAG^Sa~$gXCMTUjaGiA#aqah^v6chUwP+3J
zw6>_>-f}5_|7)`__3>HgofBbbfdaQlN5a72G-dlX5=*p8?fhYS{^i`q`JE=Jz4R;Z
zwu-S3CVqL4IkslgEsw*sj(GdDr0T49?@}!xp)<@lc8aG|Ka4%%MFblEHuyO91$ab6
z#cQ|up20LniLwiJcyxC(j90U#+G=0H=AOuL7wmRBN77OwMs`97K_P#6pG$RBI-H|Q
zLF3f0d<ydld$hx&T)dx-iPfdF`vSXG&X@;hykM@7Bf@3)NyV!mqAF`<DoTUmB0i&l
zExuWPm1Z3MgYvyjQf@Q%a39zV-NIf7Cft~H7`<i!)c6O2PzIPQ-RVj*dOn9LQ`uSm
zyS_Ug^Uq9nn1q_Wrj|GSjC4u|^vbIFx{Ih7;yKikvAGeLr5LyF0*38pXHC0^nhs5T
z<&7&dI~}`w#T7K8Orr+yUmSw$t+z(xqrdt0$#9yKXBB;`eJI*fI%E$$X|m9d5)pUV
z{pPZ#&#-HB+vPDQJ2T@{&=7?2Ym90rOTWRlr0gR%U#rLZ$w^0h?H8_Li^x(vU@hMZ
zQR`!(?DE-Jxc=Z9PUv`Uv!$6C%$0&l5=kc<oivZ-YN2T1NHMgHj5?+z;qyp>_(3Q8
zI{}4CQi;^}iG>g4T&R&&l64;q<hE6Ov1uzPSh!=bBjE3;8Z5ysEfe>`;U(V+RXC6e
zA<!;SDsiUN?LHgWiHgcogp|o#_it-k0Q);ONh;Vl(edyj?JUnNuN&(Qx@$%SLLaiZ
zsKrd!Kd>AXK#O;C@Pd9V9*^Op7S{P>RGTcpV2L2I#}4Y(IVl=Qi3p^X5)>tROpYx*
zS1(jTPU4PSIb{Q1rM<B2(6;W<6HP4KVXf2m?Cs{;tVQ8~$J5UY;R1)BqCS8uk0F?m
z@Sm9y;k}BOG(TebahZh|%NDf+3Cvv=s<~L?3_M6WS&uCD)JDpuOO43cbT{H75K{3s
ze<eH1o<W`c7;te?A~9B^9^fY!-`p<JUcQ%;>R}NC<OJwf`rG}-C)vLxDoZ%nyDAvj
zy(e$V$V<wKiqffg*%>?7zK77en%SunzX!zsrg%T^n!RV3{yqc0N7oCxnEZ}}XJKZ3
zKj^;af?Bu`v;Tum;~$an?96|*GqSU?^&+PJN2l+3y1zS9dCvuPHL)aSQgCp#GkPCN
z%<LZ>GO)7nz%og@8rfQz2-{oOn*BMvh=_yd?`sJd-h<oU^IYGf{C|)Aes{q?g7trQ
z`nwNjD@Ruc=l3fNj2!<NqW{Oy`_HQa-t%Msn(6zVS@65z{~7q7_aTT%i~T0}JqGK0
zr_y37UM}yGB5iN(@Q;fTRNNdLZO!a{&&4}l#oyN|SlL?;Q%jq^7g@P_z2j9jv#@&4
zaCo1BKT-o|e!Bvg#58{M|IaD<H{--Cza{fNzZ%3kEbl;d*g1Ig{s!`Q>p#)F6Z{3u
z|I8u5%F6XO4}@w=w?Ypye9*ZUED_gf3_WOf&QU@9M`18AxO;jh*?f-Bm79r1s*)uT
zsDU2=z$>ilQo-3ViH-9ew?Gu$WBAPjswrr!lZwDRa1%G(vfbH0*sl2I)PWGuQ(h$T
z?gvTK0V%eVtZ_vqH8;!U=fDN90J1<+J*3t<1%Lkn1-5UFeIR<^AZ9R-eEns$uvOL{
zHUeHdwfUgHn`Z_Rd-3oCr=*5%p}!#`Meim}qynGzT3nxWP?ie|Vt$xfd7oMsylo;#
zDvE`=^7Melp_KP57kokT(m}i<>jE&)*o*zgTL1S;75+2f|3ei`jowxMUGy&Rg7~d8
z@2MyMz9!?hKD^6L)j`eP>URb-@gI_S7u&y;5td2Z{=MqAGBEwA3=C3#lir_ME`MCf
z@jsIu3oAP(=fC|)?@Q!=a44N<_&BQmb|}r;gMx^BK^X*iw0;N&ucr~^BdCeB{bF~3
zO`MM><B0W9gdCN)fQ2=6LBWeYq-}R|<^v77=&gCG`;QMegh%<-3`Y~Zg61=&1llwN
z7?u_y_5u6LJ|?K&-JTjf_D;_I_kC8bGq3sfpD}Si30r>teC1=Ys^8>0M}`^G7`e3Y
zrNz^4y47L~WcMDhbO}L+cXIfAHn(`sxy(mYY@pf*Ol-mVwDy6g#d5F*37*zqZsai=
z<eSIL3X#FX(!f0eq`AXZ#vq3(JP-eYc~?u|DGP@iLgf0w>J9NSM%Tu#xB|GXP9I<&
zOqa(1pqs_*vj6Erl)0n7z`!z6-|-o6Et>6-H~v*Z>vakPp-yM1@MfN=vr{nd%@`%7
zHU7>OLINU43s|Smp^-Y<&-V**rL*PSjmw?sq>{D4h<*R0Yg%d(q74+t6EzL1K^hwG
z3Dce}S%Uy|!MfJlN4To+f^X;e6tSFN_v{2cz5yMz1@C54le%QE<yhq;TLT$wf~0-f
z!Z|gaIT>ta1vf?}8=$6>W7i9fPW+`=^Rsz*p<d>a>rvrH4TV!@c4N4D8rQ8Q3s_pE
zNNxVF?or$Yu8qn%pTEt7F}~7^qRkmGA#P!xTIZUj*F5tc3zP=mAmd(;SacNI%^Pe)
zA#PcGHp1@W?x5A@C`)wM?0|A*a%EyszrG#6@q04oFPk^^o|Lbp>)>g=xLc;gjKJgb
z*0dj+5Y|d6!CHu7X&~1{jhZJviNobXiRvXqgBvoJkR^T0`8eAPntl{=YRS^tOQWa7
z#;-&QmXQGyCD<UAKS!fYv@Oex3j1v#{@F`0*vDD4iqWS=1>K{1&7O%nbzvel^05X+
z3$6!l+a)gwWxsJr*u<JP*En9Pyx(1JOkL=4#*<RUKt7^#6WT&gL($FL$yNTqv?E@W
z-YH1IvCyfvt`O-eQf%;|uYnycl%rvqmu#t(i@Z}!O|9p-DTiGbSC(9+$K8rFDa50R
z;kw7&oqJMWJ*k)}bP;hVFG}Kd^7c{TFo>3lPd(2sT_?#eVJyO*N{Bt7?5oI+^;-h*
zl<}ZxR<bnv<&^AfvB^`kQhWhQ0jk%mbaPq7@bzgn0ZjD{#wgrJUM$9R490X8D(hr&
z<E-wiJ)J}K)~J$GBfHaxJ5syTa-K<av}t`E6#1hxef)IoS-~K`$pi#+nhHj3C7GTi
z$RYL?vJ#8p%SRe>-|!=jM3H(dSIdtr@CHRj!ogW{X3xBtylfS8%Di4pIPFcOOUu?_
z3ku4$`sVN_Sumy;t_ZGyV2xpg_a?Su7phN-b=cc=)lS%*u(n+|bVxp|S-tMZ^y&xO
z)$0qv>mM7G17cpQ4)<#kPxX4s`UUU(j^?$zv<aQ6B657Qo#`tE>}Al*Qfm~`d%TF8
zBJGC?x*!?Cy%y3yxYfxdG|MKePP@XoDtbu{*gbOCm_zNrGW+?<+5A6)+6cTEa()c>
zV$u>aUGvjdAaaiK2)AbG1*-Oif!u6#!)v6TP`LL68^oBcGay!3#wrg%vVy-cyg?(S
z>U;l*$WX?ozFvwwm*N5g(kpv2vI49hj2X^~=>tw-=L26dr9#(y;p(jk2XN}G-$eU0
zoUopkc-&z-m89EL)<&g^8-h0HZ$!~9v7e(#{K6gAe^@vu-WqrQIP@mvoa$H;N!Pv=
zxj#>k^=<UFJ*G0&ATr7rk-^9-YV#y8ms7s7*Ov&Z@sc6;#8lMrdXjpwj_PH6V1x`G
zUu;Z16)G|*HFH`+J*MLpUKx|2^I0(^_{rLUrh5-F)H5T1y)y3C_RYE>8Rq`0M#5~w
zz;dr5PvgWBF5<^5Bfi6DX}@bHcF6S|{j2Km^>s6Rccz$Dz8j}Ah^zWpo#W~&p6$wj
zjiI-$6rzHRy<HOHL-aE}?h&u#=KkGs&?WkHoLtX@eiFj_y_~cu`g7wzrZ9^vXr_bg
zLEU>$CvJ*lK{ymD<*fu6*w=E5v{CHJWaFkSIv%nWbbn~BUyt2;!4X(?8a|$Z%^#wi
z6mKFiIqAeNBvH;fN8=G*&NAbe!ournE$p0SxwrGS*u9v1lKo(dd{vu0@RC9hXrTrf
zh$zmR1~|W6|H8|i>=%fy{mDh7rT{yi5*>#|Xn%Pc`;vfvsr0DWbda|XM>JZ0_=3p4
zx4XwzX9j*${<)ar?HkDF)Vl0v7QLqe+*Y>p-3Pjzb1#0I_U@-Ukg-&upFAa2Pl)g=
z<3{0cR4=Mu&rf@w2!(F0)dGkf4xS%z+4+gEt3#V3L_u7x(6;<~8I9rmilu!+@Cpj0
z^_1Kq>&2y)#^)kmmc~0DUthf=g&?5(qm<Fq^sXKXn6|juUS;)V?Y-BL1;;K2?gz3S
zNBEwA<)uVa6KB`4aWOA5_`TCF^DZG9jbA|4Ccu)tkhVwpQ~K_SYf@@xT@8+S;I!NE
z$&p^zKD_jHp!mNwc0}!l;hiMAbcLA|Jam`cqg-u3+a>y1s^7r|eC0b#TeC(m&NR=A
z_rngJs$V-%ui@G2GYR9MU3Gv|9W6C`l}cUQ2^u-=BKTb42rAUgiorHHh@E@T`__e|
ztHEu1YSeC6-sU|;Uo-vy&V%FZU*VzG2eMSmz4QDjcTc|?phfrKv#<v-0&STgs`TcG
z#j}N!IzNE*(`Xzkj&F#FOC`IvKcaOal_hzb?8b+~ZJ0)pG)qZ_{}ZU&*b4%}o>hLt
ze)D<&naZWVAZ6;ere$3Du?Tg49y9%JDI2)u#{6;oZ_boSh1V*Xfs!?<W5RRS=*Nrw
z-=kC=!S@$N)`^rGQ&D@$yBtE9@-%nTcE+z|4Cr3eEtvi2A5rNCq{1?~n+2TW&Zjh3
zgWG&)*!tT;DwSKm)nAeBk`19C2^H|K1FJ;8cMsPHk0e^XoPRF6nNWKpI?)y%xjAZ$
zm9V2Xvt}~Vx$nQ3R8(v6uWw*#33xnzH2^q#Ec4#<yyjW+u%9@e&F4hQMu7j$lz&#$
zXZXaf(L{B5Z<81uR<&gTY`gln+Dg8+lir(=Qfac*BH%`^(}&`mHLNwJ&2WxX%!eYr
zTHnG<<HGsKRKJhI-|e7?YR@*dJ%|wQ+bMZQL2E$kw8aaA?ey*NeLF7#E-quOA~`Iq
zU-VT2Q%~o!f!|(T&Tx0U29`KJo~@?}uR$!YT&t(AWncnV1sp(4b`iH%YaLXY=g;-K
z)2g#Q`uAs=dzP|AzWMyHRCV^<+&Rh5q?bveI*w-;oXd}YL0X<AT%K|3A0Oswa5+8R
zM{ugHa=?cQ5zTx^^d?`Cm6F2ea{499Zw^W?)x}9+2MQ}+AZ9ZiBtxE4%upp<rglV>
zSWMCl4*TtrT1TnAQf|7TQkyriIG*_e%9=~&By(HIYRUWbI`jO&cYkI5{<-6N^;mIy
zBzw|;=XwJ^Esqk+B0NbfACme;N`QKDbvg2>bz`vdzIEbhjC5*}CT<Lo&nna{#;pc-
z3LP%Se93r|x<m~$U!jDo3?sE%EhAt5kl4mj#Y*KT2rBeltRc79&m2Zn*w$Y~Igb;8
z$XUay>8ZDzl6%hAY_*g~r{^U>TA9eHZtU^xY)s=HHIdBCuP~!$Rw63tSxsyxpQ*}C
zH!Q$<q`2Q2(WG7rH1U<9!zoa1M@dWDl~hr^yjEyom|(Vl<}*{s$uhnF0gw>jZ0l=l
ze6(@%a6>nZ_T>pKlZKR^>fIS`;pQv$z~c&pY;h3T&3h&yxktE#1YIUsuwROrv2(B!
z{b}AbWlovM$#l7xoBz|Cg3i{RbWvB#y^6wKhvBgzFP2*-O)4}miQ5*$xX4`{cHY<p
znavK2vv_H)JQBJe7RGVHk%942V>|9mMt5qmuo*k~S3%R)@c{}~62@*<UC{llsroXE
zsl;K7DT@02TzWljCfWU|AFj7cZauqnot(ODHzWaXKcRe|R`4BKxZP1o_6NquNGkHt
z4ky`Bru<9qRBoN0JPviW%jRd1*FLd>8+|4IaEi+f<-%+h8tAFvHw0_7t`(q-b<wBd
zM{v6hg~+Yq(96e}-=BfEUpHee3R}3b)1Sb(_9zA+=>DD|j`-xiA+y<!KHub`6L!rG
z|KoEkLPQp1X+C%%Toxpe+#;?=p{?q3r#xh5r*EJlCD0|W4dCN{kOe=Coajo3!j=Jv
z`+XLF798Ze;+t>uI%v;<9>a%k_}#c7$X<AkJQz(})1=16iTU-@r;s<nE1>&B_TWS|
zaGNw-pQsk`rKf=HfC-ZC_)}bLU6Tw}7JLIFpqkeKSAA4oN_rIOX0^$%QWb=eR$U(D
zP^vkOU5mCvnA~{PfrM@qh)1wtMo!(%ZMyNFMw_(asSm!jL%ddZ8lofS8QIr$DFaA=
z{GXR-TX3QI5zHIAj$Kt{OhwoQMjm{H1AcJApck~jQsxxlr^+X#eb3xJIBr`tr$Ox_
zrC;Ikdwn|OJ4T|Zzg#$4%BxuH&~YTJ%+G$*d0N<=j6KO-^J03QUHCOB5p?~r0m<x&
z+oMbg(M6rFL1);Ahp{nfIsJQ>noWE=L8DINR>hp3Aro#F*jzhjD+H=P(kIMsA4FjH
zosleX3=4}v!Stv>^pQVuc~<<oi98ReN&onn3O{s4jD8bYTV20{9v_{7TJ&=xp-w&T
zoN^JqwjzOW{o=CLJ%iu&Xe>+9O}od&RqW(2%WFkBU$ieO&4lzen))z7HR#hvY%wJ=
z%fkPIuy+8GrCHmx*Vr>_Y}>YN+qP}nwr$(S8hedx+xX|*``dB$7jfeJk)4&<RauFr
zvOB7?>w0e2&9Jw=-);WxL3VJ|HNfn@1-^`C;iTYzd_V=jxK)abP<1##vLj~-$VW!t
zm7<-^{I5<`tm}06enVsci<x=w*M@+iyq073<xbAR9MnZQM=qHCQqDEDL@jU29Nm{G
z#3=)z+||0WRGv}05d<MPk$q#}%eOR+We30B>XogAU&(z>kTSmt6xac%Eh~mcqlUh%
zq^e8_(u$^2S?L?4z9ojC*}_@CXAgM<JY<`?XQDOYn>ew`F&^<0*T-K<sUx==pmZaq
zrPy696FMr(w=ho03KtIDPp5Wmiy9dbEll*9S9F5Lg^If{IVJ9-rbB=T9XF5TDrTBv
z>y$1EM}Za^TXbFZHNo|H2S3C6wtmvh+1q27>Di(tG%g-CNbjn(oq#&QUH!W7c>(l7
z#_=Ouof|d%>+ADy<E3e-sabHib#ObwvCgqZW-V6)U-9#h6}X-NjODUDR%~<|x&=t1
zkq8D6gxqg8!!7he|KoO>LQL{DTsXZb_e2Qi1<~m)jWMhtf}bx7fvidK3xi5J)4bDg
zX;2_h;&p)c-dc)3c+xXweYp={<^eRINqM=$VIzO3LV=jX37PpDr7Up2K|~sGDHpa%
z2M*AxIHFKVE?V}MnPY3_PkN=f*~;AcEJst%-dxNpgP777BUfx_7;ERbtidsnOZOrq
z?4=v?=hEy*wCKxGNzI2>tIp}4QEbV@X)c|gI$ZX7Y(m{TySJJBLM97i=86kxXdjQx
z)j=`pqZHCWffMT#&UH12%K%BsUcKbp&$985TGZeZH1bpgG}I?^1?Y9fga*Lj(V2&>
z{K*=!h332ql*p1L;EC_TtlmNx`h{{bqlhy~i4cqSjhvB@>BP(RO;d|OCLmlA0x#;v
z<^#Qr9d7E)|6We1lEhwYe}rPcl}LSKi+LeWxD5NgEy>n>yh}G?(t7c5JQQerryq;z
zYMt>Y^?I<ioQt3y-U4}GjF=<W{IacZ_NW#-UsyIDJmR3Qv8J<~cd1^f_STu;%#J~m
zv|Eboc8E-M#OJ3yjn}cY+I_fEa2<fic5LrFQ=HT<9m{gYPzPnZuXkND+HpDK^8w7N
zLZT>^DB?U~q$ZMv;&EiM7(dvQHTm#s&rzb9i{fn`gA_$L`g}+_ibUZAXa4r)n{3c#
zVdPmM$KRh>WZm|<eeG>U=ltsEH0M%kXSjgt{@RD>)d(I%`TN51=Y4*r$=1(z>vcE7
z`BrcBQqIb~k2T9|^O7bt<%aCp$0aNdIX^>D_H3v#1DXtkdB^$Dd>Rj<U`x-rj^wDi
zR!4II$`ktX%Edjjt90$8kJ3P<vbk(H90aLEcu@Yd)y?R}wxtq;C1M|XX7cLd{7UV;
z%hkue1&+6m2lsf*wIvm;s~?TGZy4YLEwhnc78QCW?{|cJd<L0HMGH~cZ^|SVE~G^<
z>vB6pF~X%_@Zh3oA<BdjS!O;ZvbdmmmVt}*@5xOJv&Op|)9a@vlb-MQ-fPTSND2FQ
zf1|cGqnjQ9XxeQ3pdQ;ZlOAyb{$z2OPIc@`V~Xinf5PnDeP-zr6dgpl@L$qw3}O8W
z0tWK7($4UMeX3)6{0)I&AH@<54EC>u*89=fw=r(0Pr2Sz-AbA4A1k4XW36{DDLtsE
zF4Z2jB|cZPA2C4IL0mS|n+o51l`rGTL)$3KRef8!+I`8gaMuf5y^D^B-(4!mlu=W@
z_nf!fyMTr=>Ag(fV75c!lD?oD9_Stqcy^Kk6IBw(mPO#K`@}_&UfOXWQFZ`nAZA^&
z5+DU95<Lt8zyR<BXOjuSC7(KoDAQJxGOX#5Q6-xg*}nt_gD2sJ0$r}b4p^UMArkkp
z|DZc9%jVk*Dyp{iG<I-Xrbnbvr$jgpJLj)#6c0-Z!Z>yg^-Q`g-)-P?DO8n$QD{cZ
zqX<G4tzb#2=G$4o)~e#yYH29!B`Q<E9odP`z^`_)hpOc(B=0#hxC4o@1!gnAt0Un4
zUeQb}augS*if~KsS}@M2fsfPL=&k4^wSTvAa*jt?`FP1CjeZILS^`UTsvbD(#pPO9
zsejY1WMNSI9{6KH$<=mKSxYq%P<P|Cw=o;jO~Z-=R{7VGGNRyq+vA90+R{udK8?%%
zrP|Ex>E*U(bJt6E6-$@=pvH!bKN9V@y>jJlUq+x<recf?8WXog;Red2*x5yUyoPSY
zoFl8~P>~H73XCK+uo>`)9ehrwtSyS^;mKTb_+fGpRZE=M6pvBMwO+n*kql9J35fx+
zSFbNsNg6HK%TSKuGTCKZD9i%I5p&AGTOnV4Esn&jf&{`1Zdhq<Q!PQ+ze66LVNPH%
znne&Y9)9g8B$f%IV5uqEWfsOMXxynA>H)L}MJ@Rc8**(WtF)S07&SRhhRG-?2}!~?
z(hi#B@U33{ZzMlUbhL%7ZS1;doHnt$x&~JI^tMpnw3E`*t7{V9rbvKpSG`MowN5w^
z#bEA~)DG{f)hpQf)Adwp_l1c<cPmFTI*G%>KmKI|L4^%_&+ZeC=GL=NZH-y!9fngz
zmdlc9feo(d3uD7PLzk#yui=FhljScv(`>4VjEbtGtEnrZD6UvcSPO<KQ3uJGchFDH
zW&NM_PmXjig7YKB!O0pX7Q;ATftVlmbT3)FF)%vEAXrg%4+C(W3|CseRugeRCy#~n
z|F%jcg3T6%1ok^B8!R8*zuPA~2H()^dy3pKq;(YKCreY(;<WG%n#ST<YHx9@e9p@v
zltvy2<!HJh7QVEI89nu!l|&r>C804m&8!`<D16zxtX-n2Do$;X5Gd@<gbPXjcn(wB
z%t${Mr<xg?IB(Rw+S1CZUdKH^nbMhIIG8TCbfWKuxN6-zD_SX(2*EwB2&r9By|kqB
zNTR8>6p_`K$zm4hr5AEJ6%+~C&P9AoXlO_%D|(%yOG7vDK_RcD-PVzT^0EoUKhODd
z;{+F!aQBOB$==eCRIo@*qC;aYb?lkYKwD85^>39$PH*qM+8(dvUuf8>%fTGPPG0W3
z*p1iao0&|Ebq)-aZv(yW?rKKR#&HHl2hX>6yW4g~x8=95=zEQ?`tsId>p#tcqC7Sh
z)*78C%g|iNvA<-sPl8z&(Guo~2<Qz^ZrdpIF$e=t1|!0dz?V3=JHR9>{Mqg61hKfJ
zu_nU<vG?>s+34D)!v{gL*xY76d56j)|4K6&r<wBE9Dg9iZoomLUi;FVTok3s5QECB
z;tqV|g5|eQ9{2WBC=E-9&jv|UxwTkCRBAE;OLQorCx_aMIr#2Y6V#1}87~3nQbODG
zPCK40pQdkCOEvC(1eMZtCR}m`(93nI&5j~nH*ouWajAQJeWbZLSy?sEhLeI!<0FSs
zO;8_C$hXV;2wbIx8oQ?kIZG9JT_hIF6PO1#fz-x7?c)DA94Qd$un!dqi$ea*Bp*)~
zpDs~?aa*$x_MBjy+K*+<we;!gj;wc6zcl9TrwZWSj+A7FZRZF-+xF|i<&<VZ7`!*~
z=7XOI$BuD`=}Bykyoya*Eq<GdBN#b*AVR!2{zcTwVlVG0udY=s#<OgitJjZodFiiv
zJK6<W%xHR@L0uf4Ol?8)cLQqHu=2rbBa_GV--r1kVi~_wx*Qxptpz!rw?t+7nKWEA
z11gB78MSiT*~1I6gaspl2@4e^L?vOkBQWuf+F#0eP%!wn`cXY~T3FbmuHHxBhuhfs
zUGWIxm;BsnxJ0WB`3^mmuvBMER1~4Y&U*6LYD&lUbZsO0@?cOnhwqz<U&km=Oi>SB
zy60hr_=Eeqv!Gs*M}C6QP-{N#<H1lbo-^I68}Pop9VG@u&zFgvaQ?s%ZymVQW|ocl
zgagP&mW9@w5qFN4xS<5dnTcrg^++L!%a9;oc4#w$CVBF<EEzzXZHl_aR-?LvmQ64<
zwmYR-r@*-(oeKw9WV<C3I>oS&dIDxDNCudPa+>`3n_%NR`X``h1Uc!@uyCf?q><Iz
z`{I;-UpprbS&bmc*T67B>>Z2zsWOF<|4KPd6h^&I1oKqZ@K;!dr5PDuEVU6-uSB?L
zuId{}R$w8)N_UN~5^u?doT%uN)8gBF0C2IfZG8%kS6tr*=Voi3&aWSQ-YIu~o43l&
zNe1s$49enumVx57E>A%ktzCl+8f&IU_Tg_Gm7A6(M-QhFfk)IFRZb`YJn9WR&iUEA
zwie%lo~etd({<>#vq4Hg24L=&H*df8Hp||g2oaJ4ZU(n>j4RTklC>~^54K)rqF!Xu
zCGK?h&hL=3GzybjJLEeqOUmwYGt3E99ER~!Yf&v)EV9_=FB3n6Yd?rLYkST!<5?kt
zosc+3xBOuyxLRb;2IUfFMpB1|-ucDc*HT7iI7JK}T<k&zwns`_l)(gFL9r@PZa^^w
zNgPoXF161!7AqmgY$0%22fuP6uSBj%kt|iNewIjNPDp0km5_a!ZbF0*+i1+sBWdh?
z3^#1A^+~(Ggu6cEJ$&uy>N4%x(|C>WJ;omHd)T@^#Flo`*h3T&M9k!m0%;8tGafsj
zH?^!_rZ+*sC)r$6OxJw2GTX#ZzR62B4o6?ba!xcBCzo%a*{V`jG2di$z6>LQ9zE4_
zoqY+)QS|BPVe0F<;dy<}bA7);cj7ZI(Y$hD6+?`B$Z|M;-9XGf0qpMoG2}pxImWT#
zyb5$ddXaoVdGV{-PxKT?^^a|7?yLk0M&$(oE)A--K2HI^Q05K#@G*t4`O=^?X0p?v
z;T-m!-KyMS3`sol8S0Rdps_MD-h*;n1f(rP-;5cm5CPlCY~?aB^np@dW`X|)WCpBy
z@KU-&_>;Px4YjOzVn{^OrLe*Ly%&>moC7W&vs(O2_0hpe!)n=KABTtkIJ+-F`c6i^
zcHfqX8o^+S2|x?eJJA|z6ib`p01FvJos57o!RlPgfN=sQY)T!v7y%aTWqQf=ofD6`
zS13Md<S?o&KL!v#V;({JZj<15!6S;y!6Qtzy_vsqD{(}i8Jj$sjCPjAlqGhW1f^^$
zZLKZ3&eJ@n=5jTua%e&Hqaaj|y@8xnXWiAGL6L?ZM2oV#*fMwJX)NFR3~*{6mzVCY
z(ToXC3FFz5d%7co6?@5<dg`6!m_j_WxN4EHjf=Z2$Y2L)xKGCtU2z;Z%!Fyu2r<UJ
zMh$P6#_6Fgst;%l)LLjoUSHKpMK*MNT|8MInK*w^s@RzwjTBGKnCAk=efLv6zgO-u
z214m>_5Gb*N=2WOxdsC!t-TxHmkiwiId>{X8<-Qp35jy;p?sacmT&7~b|W6?vTX&n
z2>f})Uz}*gymdf^(+kq7WQ13?kNatE=Mp>3q;kavuQ-h@Pr{LBs<fg87?g7?W@Kte
ztDKDgwc9&eyH}(4s6F_JFukWRHv9FYdh<QCdu{XkWiR(D!`kyHaI2?>EP2p)Rr2!r
zkmi77bo(kJ`_spH*nKB2x|Qds=59R=&vE0#Ip}@BDkvyP#I@O#Mx4xX6XM!np0p&1
z$F<WHS-r-J=sZdPu1(?0DTVmbi>{26J(DmhP;aI0H!8;Kp+Fuj<`mjCZZLP4MeIz7
zTPp;bUe&KmOu-oZLhd(Ek?|H%r7T?ncgqerT)tx1`toXNwsdohO<?LvZ0qWcrKQ?x
z_cN{MJs*Tm0&k1(w!H%&US8*q*(_2`j1KL+0<*5l&iBtxA;Lz}CGCrguZ3Vo-<rD)
z4W)>wDWuG7cdG`GDKBmndd}HWS0yJf6%E{GSaxd+edWkj?cH#>C4Km%hEBU^D+lSZ
zvBCQec#-k`rvbKGRbYgLuwBIaqI)>P2(5j-stoAHnW1txpi9RAUY^{Y;6&hxoM`YY
zk{$B^#N0N8on0w_cq(waggR2UOs1?7XlbL7eJOwlaSR)x7`rfKf95!nMHQKB6uTbA
z#)q+x+g@tzG!C9NhbGd*)6FgCo3WF~&(Ic{j?_t_Gso2H%gfqwLPS>EdfCv2=b3Ep
z&d3<($r8;(uZ-<KZsjN#tY;RlVOaaef9@+eUUAw>&-mN7yTxTZTP6mTA=9s)IVn)u
z+$0Kf(GJC86vXHGBbmayaE0(v1e1)LoJiup4w(sq>AiTs1<274K7a!S<suMsL-ZHv
ztT6Tz2kXpVdPfFKtYzg7XYtaTp`<p}0#>5(#$S<k&_66>oaV+r(2(US+V6}eN=tow
zXR6X?YG0;D8HbonTMoW5FiGPraeaIeE_`o`|6W$v4o)x{)Q4tF|D7qApB1KGi|@2=
zz8&pl>sVie%QC4hpy#x-nuS;A7#GO5l37)O5)GD}9~K+u4zP#^88KN=%N#6`n_Qg|
z38V&<lo3!81J;bXl0zSk%eIcdq^khlF#>re6LwL|*d+n^9kD4lw}bWeRUGb2{L7Sl
zCP{Wwi3?{YLnIQ^BY;7hQpSNAui4yoT(uS|M2eyvvAT&LV46+(p|;xF0;-+%*~7%>
zVDj{!LuA52^OQBWnwxEDy4$_(=mPfwP|3;$d0X5b$;6;&IE;p@yOe&5i8ZC+G3klL
zh3Rn!hX5!AY%_DrWP;>bW<rh+M!hMoa;t3bl#Vq72{vRGs8m9NC@?W|U7Hw|vL3W@
zAI+#*ZcihBsGm+M=p<?>^0E8jyUh0Uyczp>G|`?VU^Y@ug@C6PQRY^_`fs1O4v{47
z(TrtqVpki2)!PQ6p$99voy>+XP98^?P{g73zEMDuBx3aympjQ7)pHBy1b6C$w&vp+
zL%q9~^_%Ce-O?S<y7?om#rM=;U?<9g&*FWP{m#i%YU-y05o>&>&K3Fs!W4}2wnVk8
za{?aus%L#`Wo-=)%cH0Zos#>m)KN9j@FO|o26K}0X3-Map_a{G71ZOT;1~rRd?A!C
z(!s4hlfev)U&`3vPEr8MHX#w_JEg?{4_aGehsXkDdDk)e8hnLQLntABCPIo^?w?yt
zsm@y}f&)z$^M?T<arX-FptM*6kQn|Le{Tnkvlw?+&|~wizXj@lfwu6uFEUp9O&)BD
zER1o%r&TAE3_*n~6=WzvCG=nJ{WW5;eLc$|uBG{7q+)`@{sr3U_y^7c6Vu~Zx|@Hv
z|8;oc%K<0tg)SMSlj@otD?3exUP3&gc-P#Jy>gf!Y9-7X7qkh&F!^YX9;dL6F!2Tr
zM2D1$O=g~uO*$Q*9tp^x9+mXZ$8YCuIu&Vs68$O$(Q*0wldHZUbpP-%A~{h80r3=A
z>~NKsH*pv34x<?(s;%wKs$DR?^^cUj6T0E}p$#U5$BWJbZcI}`*i~5y^<FGuY6mHX
zqW9wH3%dG7Dp98nr8;aw;&?=mWdaR}6FNdMD-A3Jb@`zu`Pdb`13#-Vr!fIuwujvP
z-9h$;+=Wuk&s}U8RBvhzUh{&!fn)FQ0W9)zf3i9*!*32qC5<kn&6)JTKcdZIr49A<
zyEEM%Xw3}+Xg^-+=%l33X8%O-dJ&pJn=({=FI@PJC6hYvHl;|PT1mP@h@3OQtg>KG
z$Gq0ak0KE89X%aZ4lg=|{WzsDdVm)Y>lam!qUwJv+QA@yf(rOqQ*behy3;L2#vVvg
zKn;kSuug~mL`sB`;7XbyG}<`Xt!NLKKbsFx!c+Eas6P;bDZf=!0ndqf`>kt^KMmO*
zhTzMD!d&n<mtS^xg^LRk@!SU{Do^>Fw!_~_+K+t}b*wewYsgMsc&pf#kY8?}kuYF7
zj|wkv8l!x`-<9J=25jrJj}yBC(GcL7?H1?lD~8>S!&1K)(K7(C4LZgZMJyUamjJ8G
zegb?zS*ADU?}=OVzcw}Bsh<`wHhUcd&sW`^&-p(-Jswl6_Q6`Bve1km_EttB>EQ_b
zxC}74l<9_<V2b>I<&cjo0t-kn@SPfFl%yx5_n1HmCX_S@VmPlM_z*Ffr_I6woksGQ
z-P?(!4J8)2op!r651=ueHZAxr$E&JtWmj%qdmVFbhp&o<ADRoRe(a@5cco=#tL1x+
zDzyktVmMR>?;7+XX=+wrzR_TxI<G#H(#iGSc9!Pz_xgzIq%|;AN+;z=8;Wy;uo#ho
zBVjXgBR-7VHe*OO7wJu(!nsgivu*g-HEZ1gBi5DvwRUgtkhIwkFAeSwh8sm}#-8dw
zN~mw5YcsRuiq|U$X$-ui^x*X5{C*&)>x48`__Zu`L9yq%svNN25iwbA()#<}ZL9Y?
z-Plb4D*qkBetP75DyS8{ve?Ukakr`~KT@q(*^KtvlJT`kXYU)%10poL1>xwFb`Okf
z5B7HvB$l~T@k3HAeVl#ssdbMOpGzy*%65R#6rje*qSeXiUW74Wv)Rg+p~oXzXr?5L
zEI*m=UchGUc0K8|{MSZTAgkjTT=3@Zyq%<*BAO?Cs|}Vtt>`KyF+dA5L_K4WChdSW
zul^C<qzfs>dWN10H>YT<rywh|?0#t}JS^d(>g2Kjwo;PjG;ZD^+w+6p>rAW2B&(j?
z0W}(j`$7GvuiHW9HXFr;jSh=!Kgmh{oK=sW4v+8C#p~bc+`=#()2CfQBzczD6imfL
zfk0k%<C@tk+wA$n?$LK*ce;`eBm}ERJ!vZXu)SF?mJ%oWarKKx1--52elEj>S8Yj3
zKi1eY<jeuqLJo^XwK9#sGRg`&Kng6y77{P%Soo=<S{1XvjFg$jvTV!984dnurYj;Q
zm((mE(i-ifkEN&N%^_XO4~jk+Pca`o<NMTDvB`cFWz@0rW(GX>w$b6x6dJQnd);UM
zCoP)$kB|jaS)RAU!|e&G^|h}{)1VS>)KnS`9b{I^;n+7#jw#itR@q**UVW=JhC5A3
z*;y0|rY=0w7eB?)7{3kxR^{~e3QZ-Why`MuI;?dzFvJ(=ZIj$QaV)^_ed62DWHucI
zq54||NNQ%dn&{L4y}P>0Bni-zfnrU4<{^Au`%6ODl!n@q<s5%~p~JT6K}jxNhv-zD
zCgJR5`o?$8bS<0vxg|ym%Q<{y^?9#HT(<YmoG3DS=I-yc?K$=jVL3Qej7=fA0v~*=
zYK0PIlH`(c6=VCuO#_y?hN{Y|ngf#C9=_|Oo{mTHZ9leyRTg7UFU>vqwwZQT2CQ$6
z50ym#t$Ylv0GDJ%1xAgORMn}LBYHu@?Nc-sOmbryl^F<75g5^$5JMG2X~$sjQ!g@w
z*9<5;>@*SIfn$PHZD6Z@rbL+%c{!AXwwz<ie7uVXNSdP_FJdIf9l_3DJWLht09aC;
z3&p1?4;c?~8cA(oVgNbQ;IhYq<evztA(F35bvWYc8me;P9DSj5K4TtT{5c3B8xiM;
zY8=W_LTNn<!Qzv;@wtNm{(5+QuqPWU=Yh4;s;astm>asv&blA{4}V>lHrz++qrGdJ
z%AtH4uW|yz&0R}zq%PF!ezoxURMhWXY{VFAS05hY6CYIgTzt6$Eu5Q7mAR2`Zq+;K
z2n+K;l@nh^n$?)<dMctJ!UdAKEt@S3g{A$D7fdzb#I8V#2Gxw4m*-NVYU}$lSS@#K
zIpgBzc=qCuO~jEm{$qF6Xr}RP=7zR7k0f&KMZNNn0{M_)5VeJ{9r*RkU5PKoAJWxC
z%hF>@oQTqU{xC<xjFq%O{rLEEPpd)m%N#Bnp$vlNKGod|nx1868Orc9n=yumlPM_>
zE<MnJtgdMPsmHIPql?ssx{3|@IIWk>szCW1;kH~pxc*DDsnB^L1Fo-Z*D<b+2@jwD
zfwG`fSt<Xbvp5{BJ2>2Jl<deT(e@5jK*xEzDRZq%p4SHaumsv`=?*5BD{x%Nnmzk4
z03zvixFNdHin41m@34XLp4w=gWp)@$OZ;H>wxz$pnN=JLb*rSyQtX(&wimXg6vy>=
znalZ_vDCqXXsx;6Q;mc*P2J@x>ZY?kl%ti@Vm}g7o^rS?o#N#8aGD>`NEU^bpvfL6
z18ys#0wGISNSoFLvM@rv>K-_P9F|fcXCGA)I2GTg9bcS3*#lvi5I+hYpp+m5vUduo
zfgTXrFEp&UO$MPd@M_Ud@Io|7jV8?k;*8>Iq6vv49?9j5(gvrf0^2?d1eIBM$UXeV
z(_@o~i8?R^l8^IFHcw|X>r&SRkYC+PRI`1_$9_`%hl%)%46vS%_>*#7w$P4>ArbP_
zStN^j<!usGNr*8>R!Hl5A{QZ*Hx~8lw;;QXZL(W=59OHH>$@`gP+KI|axE1=F$mGz
zJxKTj01-9d5&fJ&`DIQ@N!Vg@VSHr2Y!oEUzyaZF?3A<kz_dFmhnxQd|I&|1c*j{T
zZ+p}SJU<X29lCajT^M&vphUx*Efbgn$z?*Pqmx`02P8pbgU%&@l!s3@|Jo(LFL?cH
zcoeKy+qZ*QcR&;fX<W<DmLp`jid$Jql5wt$#0b`AcA<(Te<H|3UZGTIQ4Ya0fF!Yt
zBrYB;(b$1zq=#uSXk8>dPA0jCvl8wxBvUSW>SPtreWFvZx>n>hEx(K6w?QD4$_XsE
zMQ&A66jKJ990)@AkSYfpi3UkPjTQiA#~TQ_z)Tc?s4$C#R++_en8XsabpTMh4zW3{
zP`azNKP1%m+p&1GlQ}|$MckY*Lz;-YKg3EqMKQFT4aBVI#^i&1ADkX?NwCW@2%}TC
z8#Xp`LPU?y>aBYfHa49ycs=OU1n#4M1tdg<(b=;Kfv9dfEl@n7Dc-m!)rv%jKLJgI
z-=4=xw33f?BL<1zAnP|F+O7*7F4QjwH6*6p``-cp_*!m6DiD!w)L}b*dn$MX!frS^
zvG3$GoyMQG%l9{<`VhFfV7)==eUSNM6+!jZwAu8>J<y%{aMM0i{eSHqmlVTDkp1R0
zM^x-WMn~y@6`6b}fP;_K^MX%cw8RNRzZrOjbR0<8Wnv_Iyu3zW)4OBFe#BRz302C%
z!*|=JZd+Og**D$SoKrnZ-hsM9M?7;#uGb30=Ae2+y<%UCd(l@ArNDX-B!YZUV5LWl
zr2h5#;0=5d^JlSox&s(eS<L<=)>qmi_qC7@u(QmaH+Bq$hZN(dR_|QkV1XRAFr)Eg
z3|a<eP8V78wdwiT#R4z1n@VCGk$j>JcfHfEATAge(A!5+T^}CKOkckg0KF>CK(tBT
zxDWu={Q?$-#0B9|{T)EsU+MOAvArW5z71_yu7L5dL&bUDjeCFO$!VLiY1s={Rkc;I
zp;NhhCAWX|)@>5GmJNoP35RPft@Ga71l=v{>yJhj=#z7&Bm}8iE>+ni0;5q%vRMkF
z&?G23V(7-m&?5v=<Pn_meS^S6#E28yE7LLHBV}_Mj#GNNq~Am!-)BC~FA+@T=)|~#
zz9Z77?jfOBL%{HISQOR+oK<jNjtL+uPt%NUhw<jqhrV+RF!QSyf-RD^<{3<j3Mr+n
zrbC3Z!?e9>Du!i%0{htAooTP+49;pmI$f-hw9u<rr#x8_3fr6jJ~FY0u1-RYf-^1z
z1ann2JXu7<Dmv_-g-&pJ+Ck_7dnQzQ5`6GdO?}c<UEg?sAO;1V?;WJWgSAEE50Na`
z$`=7kFP|izbCPf>w7Hj!#aVoC4YZLQRSoJaSst44Fj)#bjYv7!*}|`uAxVV7pl6&n
z@Eql#YB`vAi6*~XZqvx$lp~j2?@f_xfNP0d-%C%OLpx_`5>Y5w+0orwZY0wd-OKi-
zda2I9=Ie}D0;O<2u4^wpmlB<#3~(pv^(_PyasoAbL5RANUYHHdP=SEFi2`YgwAHW)
z54-Qb4vKUM%BjMn3-4wOEWl`I6xn`m$WLXa9u_0#hi6i8bKAe7r>EWwAFfu%yD)jX
zz8-GhH)22AKh=*<r(<k+0XhMk{Qj?W#*cj6f5R+4=*53ANdlBA#tuJ7hW>w`B=#R1
z=N~-d-&7LAKPbfye(`^yk{JJ|;D2LDYX5@<F*E&875}Q`e;B3zY2^POQlk5RK}yt2
zKcb%0j6XV&^h`{w|Kfc97sB&@aG(F?lvo*={udoW|KH~LM+4=bj{Xm+^k3%qai{4d
zXr}LgN6$e2--L>Tv++ML%D>0=e_F)*mzjS|^)I=TAGn2)`5(LgcVJ>>!uu!wvyYMG
z-}!%1x*uu5A2rYaiT@n^PyV0u-|zl&-hb+2VPpCc$^1tH^dGK?h4DXaF){ozynhE)
zrhgs#G1pItAItr0>Hn$kpTP2?Bl@3m|4CWs=<!&7t~m2g9sf$%S@8ZD#Xor#Mn*ga
z)_?lS%+Bzy96Rg3_p;FaNF)Aho-i@6{_9*u_Mg7}l>etB+Yfj3Px=%8*QNSzibvJl
zhTq1~{6ARFk7dmr{>Sz|lkC5-tpCLs{lCE;R@NVm=-*yr=zl08R)&8~f`1F*{75BM
zsleDNsUq_{U-q<S!o<Pg$JGIBJrU2=iOWMW(J3>oTKS3h|03Unk#PMJLRC+0j`@Y5
zSzrulg+{q%5eYH~P0qZ(*a~bN@FA2vuO<&gVJ)A<02Bp_1mDkZr`GHEe2Fq&u`rkF
zb-m$v^+S969Cs1(3lWwlS}8rh5-*hS+P{_a7u>p-4MtbTx44ftgoaxb3hlj)G+(|c
zT#q|MeFA(^Qm$uc=0a;xkSJ`CD8w@HHs~MfZY#j*b04MVL@)~%To0*M3OR$-o2WoX
zY#6iW;yd_Yf9|PSzI&{_%sM?hBSu&F7&#jb<xIBAC~1oykl936*)E8HlP>p0y}lL3
zFP9{;l2GGo$nhDyTdbdvuIaPpfYsc)t?x@)`(ChlXPHsGwNP0@x9k12&q(sw{#wEO
zqnFM_xLvw%sX2GR{Km^I1C@IKKl<a3^vA7UmYa%Ggh#zhQv|a?av4%ILC`bfNp;EJ
zgCd-_##!NfG~ysSp&GkcX?X&YFfM&k)HhW6<BF_y#h%&-_6JsBk;o1|!Us(bN!%ar
zClRpwwdlUxO_>2mNQlEo^qP}}k}KWdj;?Y6pme6-mOiq_rww)yp!F(4!}sH2#x?VP
z?jQrSEfi2mnNJ1|Vb0@bb5@*qHIUK=kp>)mqbEsIQeWau3-2us#j(o^Ko6Mof=X*1
zR*Ke%N&6CT@`qV(5$`5bS@zctvc48;+=s?J<;AYD=~@a_8;47z(pho`=(=ijHdbG0
zU32YMS@MLUMx6~=u+q)zNc_eFR5xIV!LYfb=Z_)d)n6~1?<Lhg|BhMCpKy}6hfq^s
zEa%cy@zO8on$4p%j@+o;k3dwg+baC5rKAm&hIN6k{n0=QYeDl@Hp%D3fHf3u-d&!`
zm{_1vJlG1iO5MI;Z6BW?+Z`8S#H60ImJG|7fn1fd0CYrvWEV|IO)vB=Q9#gZN=w$(
zXNt182#W856MahzT(`j`pptC8Q=rzj@L9m0SyD|;hEMEx5L(sq((KJt3GyZ^5MjCl
z5uyRaL^Ps=7&>E*0T5v;$#k)z(Zw-);FF5Q#ERjgifWaQR>rLi<(R<TxWIl$E5rvf
zshP=&M0d>PI<FrF0;zPm8rjcuZuFGDd6K8?70j0dfQ|u!whEg9q*k^o*3)oTA19^!
zHD?EvyNaOC2}JGDRVlvKA-#rI3Tn`nHs+g&91B(;f`<{VQta}anf$0A=PfA55jLwF
zN|nqEK<L7bPy_3(*k7ZK_0Xs<QnZ%X@f1a3Wu6CK1m@hL$HPMRD6&~J%nzhU`Ld+M
ze>(yxj$<pPr@R?jDb+k=eR6AQ6j68EKg`JtFIkw}RtwK+8I@tjrDJ%)d~3%wpL?OD
ze_}(JQ&t__3NpafOcSR3`3FcFr_n@n%qi5+0M=jzx=bDGBWpAhQ^NIpUK_BOugdBa
zw!rWEHH9y!oabZ-z6>l7A8rrnz=eB_{ErZzJ*C~K$_kr^G;;dQ%g;w(;^N}0wg~wo
zEju!xyhnzT>%Gh&1MV6AD8Bze>?@FKJ{{)|6&xm;G4CxH^R|=B^v7}A=n;s4qZIuU
zFEnfM$P}0F?2)`cdCFeB{luYQ$+m6GeZF@qZH%PbI^8CZA`Gm@72N5SmeQ}DZeo$k
zf{;9%FjKX-d9@q{I6h}Wgh<Wup(0W8G6^(;i2|YGm4+gGww;kwCrNL+TmmHDHi{&&
z5j8tLQS)RC;=;q6Y3>SRz$?WphcQMu@kMgcO9lM*=+A(n>GWj?iwji+j@HH9ep#rY
z(R6Q1dLKBYjSF!P(H;symvzJSt0txKek3d82PjY6%O#oxs0#6!j`36WOD=0Uo#O7N
z-=Dy4Aa90fyv13>gHN#Bkgpvb;T(Ckiqg9QSif2T9{X^%z}(QyfDPF8q3eEm-tc_?
zqFMVE*mn8|Yq4xB<D<+QJkwmPy7boqo6H+rQ#^T|(|>n3tK$_>WX636c3Qaw9Ekz!
zEi!p@lCV%ldk1K)xKygJF1j`sR*E~!qewYpA6IBq0QzWy&4lB}8Gf}bGr421(yatF
zFMlI=T=Ny<9|LWU31|U-HR_D@fG@OJzc`S0Znt{o_$yC)zEpbnp_60U>HjEtqOS?J
z{5WUxsFQKRCVprE6s>AHFZ3>to{D;je~UeqyZ@0rZ|nDIlDoiD|2bb0>)%v=CDT`u
z=0N8T)CQ_GzQTfK_4ktQ6!OZO_kdpy?8bVBsZM=Uw!1Bpl-di%o&#(Htkaea><=tw
zX4W}*f0h`~xk;Jrj#Xk$l}}{BnlgoQuPo2IzzZ+%cBok)ix^`z@eRn+&ewXHr`kJB
zpI3RvMlrXHtNG{&_hnkzMb!NHDVx1j!(I96Du}L>2ShKlZoua%A6Q!j5OxZ+?q1q`
z_c{ylJ6)>X@iqQa;u2z8t}DRHG}cH)x*D&e5(wLjYyY#Jc*wz)gU4h7_MOkXUXHq+
z4j#|GKSZCFUbzKDA|AYIJ)9aiG$77W9^l6wtzHj<DG_Tw+!5%DZc$B1D3R%EC}SNE
z*1p%=P2~&^(FlIbvHx@9S~;8>qF7%p$u#N_!Fu{C=0-x6xa1L&+f0unZ-04|&=tGZ
zBA&J0ce<{5cvoO7rrO%Ie=XIzJ}TRU*M!)#_y+Yc;c*bLCc_gRuW?Kr7GCZFM_XFT
zshW|IJ_RXO=Sk$e%h8l&lhh~j0ha?i3O#Dv=w_L|VAF(i5G=dn&Nsx_vJ24+IjLFn
zCqgy9^tw%DA=dl#3Ff%CM~J@*U<38#x2OR#7ifyq=qq8vOawpfR0!2Dca<>DSN1hf
zJ!Pv=JaK1xiM@8bGfcBE0rD~WH%pD{NUOV>R_Lf>+d&4|dBQO5Vd={HUG9B`W1?f`
z%uYsj4zHHUGU2s?Gt%RJ?gMgUB7`1o9q#@n`4?qy+I<O%xXx@y0&14TT|ft^d%r#K
z3h)P&J3#$f`WK2FOx*2OMnvT#w=M<i!lUkGX*B~J`_&6<**W=$z217;6{nB1wwA3C
zPhEEw=47^#^mcWRz_zk)RGOo=jl}5^c9YD}okKY;<vF@VdpD_a<AJLIAyMrV=~8{L
z3wy~dgSxBwvy(-XvsJGl&qaUsSLCM!T*Mj2{x<t_J=~MM>#8=2`-ZkVnV!~`lJSNn
zprP7)gUC9cAAGz?MTs$I0tfWjd<4IN7@`$nyc340l~Ni>r5O+meVKSRR~D0X6tna>
z-4Yq(h)AW(Qs?J%L!45mc!}@vh0pW*Rr_<+4}Wv}K8?&1`9={zIQiVMuea14acwn}
zF>J7db+W2Mz!De7NqV0Bf??Fq-n6fW{M6?<%vv7{-#AKNCvrjmyBb@uMUUBd9>pVt
za}p=4JaiaLzp(}Z_I!D-gE%hVdXR^_K)3n|J;|~k;ZN{oos3$fr?TC*CVupAx5zLW
z5BN4pjQ)0gS+oz>Z5XQez?|6>J4Sh^_s4qT>mRGiSD+*6%0SXvbtooFkgEJfxi2hd
zD1w>cXW7BQ3`;WB!tKv^jpY92qwk1&J+DSDeHN3~g6L4U%MCG@>999)_6C|kBCJ5?
zUG7i9Hqr}0DL05yrzBWB9}NAFlJcmdWz96o+<qFr^?k9>UpD1qzD(iQyK+d!rqTu<
zO!!v|uVa>RXIBMLo^>u6p|z08yUdKd-yU8hRc`@>TVHn9QZt2Vi>$%Ydp|4PU*KOP
z1=5Ua7xdq<`b$i>X-)S|-4S<V?NHv+d(p30uS7Az$Jqn*V$(3c>O5kc)plt^SJUmC
ziG1Q$)S(=`YkYnissNRTJ#*S$I-#s{{K7oT8+B_Ho=!@mJ=y<C|9J%cz2uYkGH2}_
z<QXz^fYZc-Czw=s__};a{^OOx$8~yhuzm~Q<rC%JJl6+&2K;lEK0ntcqllcHYXqoB
zxThJC&{RQ@==q966_4a$mj1-RIaI&5K+|W}tHSF`F_H@nM;?QhK`eOO+@WHfAeYYr
z?o_+THEv6UBcQ34RoMr?+_YBGr^oe24mBI^yK<D~`ZPS%^}%R-=CSBcuYmd~KKDz<
ztK;3om7BY#Ys!aJt7eGJ07}JWOg!Y&;9Z?*+I^RZo)|{K5kFvP*ty9KNwQ6w4H;|O
zPH(u=lyh_k%{#5)Oq*+$L)HWjI-58c>|`<=w3^Y3pKBfu5;zDC(sZ_T@^|<F`veLa
zTLh*)R4`n@&GC-cD^L+Hi1yt(e<WAH1L!<0Y$%-K{W;MG$Le>4Fl?7VQFl$Zlcs6Q
zhf%5M74*>`&Gl>tuzAGG!@Crh$gXzp{Ee6erpN9T)U(cjU}w~L3+-kJYFA{_5BFK}
zZ>p2T^*GxBWLARLz{h^RxWq}DRsESH<^s(aSCetB;}pZ{^t-P2$#nIScJ!kM_L4=W
z`wOJR32T`YX^3!f5z`N<!cBP7rjfNMlRpM@XwsnBJR^7(O`tKT(0pb546W(q1TEo8
zyK8I~ptMQ?zug$!<dhOJZjNBwa0l|F)ryj*pqd$4`6vfln;LjygQ}3_>br=LB;#l)
zAr6g|p)Gdv<!n@h#g1#s*JQ^QmR2weH0QV{1V5JfBPKn*37M4xiE_BN68u^(hWY1P
ziYqDgH7aVRB_Nqqs45{r5-J4SrQAr$F&gTsEp=LLw3nf+dt<7%UgZ9K(f3dlUxZQ$
z8j=^k)5g%Z^ElBLCkci6xWgjZ&!2Yw`A)?!;>J0(?J;d1!vp=Dv>oz_@29d7ZYqpt
zo|xqc|1|)ikw>qQgXorX*U1M>xl_?kkAV4-ZA^o@L;F#lR;4n?xrTPv05xX2!swHH
z1HjM)A|W^H7p6$i*iE5;gXS*t@hNnWka*eBMs4nf|FZ162HZBxmgjfY2j3iz`P*7A
z)WBGWxI7Qppx6XNJ>Q%_x=Gw>9#}jMbU1IM2q3{PSGFz3J&5-pu15O6{p_yqeCiL0
z^H8=7bwcx)H7k6y*d>dl7DM<x=weKKem?vU2G`lzR^VlS3){QKCc%Rb@$zoORPJRq
z=<$f#`Mwm1>EmGpv2aYhSZXSfs{qYQ+_HFd{89hdlv5d7-3nsn2Q>t0MM8N4Ar^FO
zD6;cxKmYhWCt85v+HatsWJWz!>UfmM4q_9Ue2$JG&-uX}iIS>{<k?C~Oid`*q{dxZ
z5<^0buHNg<_U4+ndd>=+Od4HLUN$uvb_1)AGt}oT!No1;#{DYhDFOt4n&&36&j1?L
zH0|hO&<}V@CB#nAXNB__9>bZsIN?eo&snd)nS7;{k3dg1{ghe2BmFl{=0PVW!Ggr(
z3^;v^35aV*5Y;c$%^dm@(={U$&L5P#IHv=GZ@p3aOiY4GyYMN?J<@3l{)C!kJGOkR
z`e@$1M@X2Uv<&!>j~<#^px7^>AiR%}z8tSL1EzpL-+r+I_I`Bk3JZzC1QwiKgdMXO
z3zHMACoj!O0iJCYgcIB%{<#0wvxh?iXV9xUHs<ysJnL@kHcxHN4pzbCk&ZNS4JLRj
zB;;}-o0vZXacNY_sW(Y(VLHpXrgSx|wZOGN<%~o%hO4c=8i@k^*6JS@0P{cDdU&84
zRm8EEE1InS-&q$N289@i;_2Buq}eD3nvp1pU0R}9gA`(?<c-3S2V)b|NJ;ZxUZ`(R
zQK|0|65c(xo1ds&hs0+i%+=MFIF{z_Q86%;r7BfgKWb%s3L&ux2g)!oyk=H%qM_lZ
z8|;q}9{YR3ivcI}3nRA^L(m`*R2NVYLP#(L;hz3!&l%7qr0f8^`s}oShwQUTuQY0y
z;2{Dy+jUADWn4h@zi7v(g{ULt_C{?<6NAriam{j5b7vAE6GYu;o+^fMu4#J?_1|#@
z7HVYMpvCK?|FBroNeC|*G`2;Xr+69m7>6Ier+|7kYQrsB#kljR2qL;Bc$CRP^WnwI
z8WsP6zm+3ca%o`?8@x@T5?8!Rs3}xf203Z%2#ZOhd8VyZK$v72AzuJ44K-m$W%r)O
z$RBA}Q9FkoK|ilZA8uq2<JYIS%E!xHRZBD=mzr|Cb;%6NnQa5vt}Y=Bvp1h8%+$2p
z_FicYT4{wR6~FdqF|mXFe0)sCRpt4*d&aT$u!Ap;L)GP2Dt4i|mN4q{hAbo$ZUcnm
zDh2+Ua7peHvCrOhcbvI^^{l<EPksJ%y<6{UU0eGYa~YuCxAM}5W_s&SFDgxsCPz>2
zLI6mNZ?SA6&bCHDRAfy+><?^35FwR`L$08iP!hc;lHagMR$V1D;9ur8`f17{7uHef
z-pI&V`26+#{&oGGgHc@ujR6Bcy@WOhAf3<CJBwYjsB|U)DLFt~A7o<eCTzuhwpcY|
zQ+_4N$^5z6eF!!iW}@qEBR%QU0%lQKM&>r&pG+5^$2M&Io>ODx;KXSsYQKDIAZi@7
zh#;gLqR~fXs4|>IMk0)dRzzr1<p<xOB%eQm&F7L7KA(N9ZW6ZQZ)u#)<yQb4x4Sz5
zmJYySqSLqn&#tYt+L3Slw1NC;bKU@xYg_)2a{{A+ips0KG~aX8`K4Dk+ig{9d%xZ4
zt|=#Tw#r*;X3pcy)`03e%A2%d-_D|=d&&<(Y$-i`5%RVMnw`VPWy>^dm|wQ_^AkJY
zL$#_c?`7y{)Hk^^=vHvJnVLp!a~9i8s_#i68U(rkq!N#zGCf&<bb$n#0cZfcQFqoX
zGZ^PLtw5f6$WfeK3B(p=A$SA<T87zPr+bzu8}%!6Y}_<|q+FK8I6+)?T>(KHHM6q5
zT%zGyY~lg51WCLmGIv}mc$CsJ40|%lE#=8d^n>jI$s&HPs5V*Xi8@>OanUyfmK!?T
zPUs_O9lm+CNO10yv7nV$*l%U4WEO)mVg##dedlG7mZjc6?y<AWr!2;vj|HAJ{`-#v
zMW+_VZ}iY2dLitieHk!YP!I@xuDzv0z<q$dzO0vD`a3;k1Cb1~0=6$CP3Tnkza>R<
zF2e3yn|PjH%UiE%?p?ckxp~mXTqCy{P%T)pYatS@9wbCtk7pl~wSi75y?d?IGWq7b
zlE^fT@7asq5}4I#A_YaO5=?FPgHB>~06~Uh1U4$m*e4^0>$2xF2xtaSlO?sdbv3uL
z{+igjw0gc>dJhkN^bo&447PjThZKrnQs+2pRI{6AHN}^6NSdxoRI6C`+Yi(G$&5<k
z&Pn-=g2NcW8ia%;3zgl8^AhBu_h4+Kr(KIi;>ZN0x1=R!M%2|<Xm)-LUgLhYl~<ZB
z@ZnaxkllL3&_0K!r1z>}>aNe<3YItP*4Vjy>d5Mf*O{{GXvMX%oLGoFhxqmyJa!Ca
zz=(ZEy2{Ue<&RD!eX#aBKbi(3PXs1kkCWadPK6uk<P2BsLv4oo?76O7{9aHv>2=Wq
z1M>3Gw#c`S*;mKn24H2&!OJZo<B&*Yv^=q;*LK2ejJz_0UGPNvErvo$66yzxHiMs#
zUk?A<Hb8)lKVat2EoP5CVxazXSeA&eHdcWKjV>ESUn3Mn9@05sb|(Svcc0T?k%Kn8
zR1Lgkkx0FKgp^Cc0ll|}iHQjID*DU&CEMSzUA2aVLxP=1Eex!W^_!Ll(e(rQjnFL!
zDe3&U4*+LJeN-FiZ^>KhzkH9S_!3Y@{RAr{<rdNIgj*)7{?D2rO@aeDtd<O*zJ9BZ
zE?uKvA=s_!=<7t1K_uws`i63)hFyg#PUYNeBR?)Rx5Y#IamsdP_$y;6c@sT*QktOO
z_%1?)A-O3`OGIgZBr=*YdD&8V{Qh=-E~GpycdwJ`Bu?qf@pg<VZZcm{+uOt}2m5s8
zQ(td{SDgKR+uW%<bUs|1DhBaaa=7urx9p7iI?=XXM7*mt7gQnm^bsr+?>jWTy|_>*
zhO*MkD((T|rVYUE4gf)k?E=BjOP|hyS%~aST4T3Xs`B@5rfzPBz*X;y$TD;6<h+$>
z2)v$L-&vK7vg4RTV!dREP8UlgCoLw<&M%OYH6s%W5$HiOVF)gfte-ELzfu@rmyk{7
zOGtR*)K^AHIQs<w_y-P{?Du<U<zNL;7#xMjrB9Ovtje&d(8PEFd|*K?)7)po$LVr)
zr>o7SaEvM|FYVGb1^7{Os_-b{IjKbjg7i{-VtDc>W#qa;YARe3>4>#=cQ@Jh8py#$
zi}9=hUAW2XYq7J8DV>6{{o_e^rLp|nb^Q``@{9@CBMRjrU|moQfMkjvXIaWe_Q=yl
z^^45zFCV$QYDB7d=Kd2AcPn6=Y!^1Hgu+#RBLL!yov6gOSECRZT}`qKC3QZE=~MZx
z)0O5$8uwj;H<lb%^!iL0-MG-+?%K22{qFA3QA5tR8`*CnS?emwe4CMR)``EoSzYSJ
zjZ|DImlZy;{D>;zTOrC8b)e*-lE`xin}TrtGI!D#JYf>Mz_|idd&*88l1aqs(1>O>
z(Ax79i^>?#Y)N24!H*p{ck>6Ao~&c@PJq4?-r%_fHsh@a!fZL6y!WPbjG;^7CKSp+
zl5TJ>s#*NxDSF_5ibqU#fG>p6W#;ocY#^(<$?C}>@L^$cr_ZFHx&EZQlC688^Rj<r
z69Dc4K5SoA-oPgdZk})#scx17v%3OL8N8OHXtxr$_>@_Z^#IkcHlmkXx&SP|8bdLR
zMWQ?%nqLtMJX<kcDI?2&H6FP*29XT~Zw{pKK?b-75Lzb&i950O3))1X0RPp8z8B|7
zVw9LeS(8M3NK*ABWiNGU4KtHdsT%7N&_5)|do#joK;?5W0Oc;(`G5f(>~1JSz+qme
z)%8*5A!yBuJQ*X}(}g^M389>Eg6>j4mBqu*UskC6Q2mI0GLAkGHT%8xJR_NTkV+NZ
zK0R=jaYhMtJ^tNqf55+r4qZm8{BU0ME1trDxFr<ZV04vLJ;Rth2miP6!43UIgC9f$
z0KS?*)Hq+R5-1f;xab$$&0^}E+Z(q#R`k9+TaF~0JnKU44vq0KAOc6_v^xHw;{lQM
z%@C0RGwq$B-mLBrxX|x_Wqc$Egcodusd$6sg?s%au+qT_#aOhYm}?fHu+?DHqvP<)
z`};8B8bXyX3w)nkUEMw|q@$F{Sy6>L>C^rYzFzte;IDZ((~!w83ZL!wMBR;dAgbp*
z-}aif6_RO2pX*WYSA_Rzw&_sBX_>5*qsgq5gUGlQ2nZ$!O*KGbh&DP<9kfqyeZIWt
ztRSS{PEN$w`Lhu<Wd*nyO)>>>17<De?}eBMVw)V%<%rnAh}2S=l-3$I#xtI<$|`?&
zvT0LQe;AzJ<LCbEw95=#!58r5v0WM|M_{~Jz`T5ji3blPLHw*NLr1a-EvtoONQ4r2
zO(F9-W-@Ju&PzWAd|YLnq*5zWB-QBZnUoRpoHewBh|6gWA11Ipz|NZ$kpuAP1!|`_
zg>fA+zfq-KGI(PG3WgaCy&u<cSB{LR03jc3ZuqE>bO}`v9wZ)8_f!B?6-;~({Tt|U
zz<q1#$^09LJPe~#GgH2U&qN&&9kZ>o%6H}_ygVO$K%0LCbEj0P)D_){=eB|o34Cy3
zBh>nAqS*P7y9O*4X`mwkLsJQe^yCH75d7m9@)3yT;MM{_=Xicm4;TQlP{cS~Q_z_(
zUJvBkLk`@7?8uLsphMFA5(Q0)n_TWA>YVNKsRy7%<fKOffffO<MP6`|o2*BG?Yd*E
zZtP^u4+Gz~H*p8PtxL9e=i6&PsLB7`P!SS|mp;lUI;lE$T^G~x`yK$4+&8ldYz;)@
zw?dpL66K``ke3)Vd7#;EH<Icwchdilwzq(eo6FWVo!E|<F=ofi%*@Qp%*@Qp%*@P8
zF*8GA=9rn;o=U#kefyi~d#BgGX4bN*<WlLJqbk+bmh?XRwX~1x6eOm<%i0pdAq!b*
z9r-k;g+n8PGeg*2B&I_x*+JX6jBs!NVKR1lNTEPnIPvKw@hP6oS32(^51HL6zCFFz
z^mJKdW!OCbYRL3fR%96e)#b*BA#5to>T*tIV)Coa$?ZrU#kk4>rH0%?#+3;T3**8M
z2eqv27`|aeX)sutQ#plbu0-T)c%il}5FiOmwJ9gsxVl3|u)~Ft7esDN(&9ZR?YnU|
zb|ZI#*`uzS$Pm3Oy`M5ZlZIFtKh|7s)_5l5I6Yq%v)(c$*Q+E{pslRk>@8MEAL5p+
zE?6G!Gk_|}%Y!9Eb}_R+JD26R9_}YER1cdH<qqyi+8q|YF;y~`Zz{5soj@(3a#a_H
z&z0ww8NjY1%&Q!CIOQLRCD>I-NLUEYYwj50*tLFfVm#zs6Rp!ewP*FzR!;mS*^yi7
z7UfHc(3S$CJGdXzr<T(=C-bF#deIVjLM*L$#!T)us=bGIwXQ28TMbZ{2~)EF^_^p%
zH9NI+rQy7T2D`+5eZ^CWF~{EhZVHU4mGOqo$H0!!-TCqE#EMo-X2NT%<Z-%}L@RAy
z{6HAVITgqZnfg_KS-V0f{e`d&(mL_83?Gd8xtRcVw#{(!xW^t>MDWdn(jGWEphg<K
zDMVNR-CdGQvTThi87$z84Fw*%hEBdP$~B_$=U6TBuo6RwW5`{?VCfTbQs!d%({_IF
zxN5Z$CboLUY)uu5v-xUNNfRzQt>y%L04&B*I>WdY{tOPSs``W!nlSaFB8^9>;(HLh
ziK$rH@I;!~&BkTC7pZNb<p^%|g<8kC{X^2?ERG^~*e!ORx5K^Y-o9;awNIgkdH?Fc
zOo$KN1(V3^{bU(dM?-PD`Q0~_w34f#v=h-vmI)TzC+X_>S#;A-G_#GJb{%?W*iY9S
zRgDPJ$oS8nYvEfEik_m(!by{el%z+@(hO04Iqx$AWrht4)bzNdBRDKXUKZVEEmK4O
zg#Bp<5!{#l*@YHR#>N9H24eIJ92g)K1%-2sOArkl4bh|B7!!se8f&>+e?|3<Jy?dQ
zH<1upq0r5~?qhvLlNkml{)9Y0F^j<&C|oN$mK2X#9dx?yjD(*iMS7V8l<(EE0$!?-
zo2FsxvX7cB2yE)xeYFV=zMyriU8@uHLQ7YwOYT-Hkq<i|#;#nXzKYQ)zY^$Cm<aMp
zws$JxF@ocr<I2mO3l2h1X&WAe<|>w0dYUL<gcYAMu8PxyfZ5lXEBXyAnv(EmME_2=
zAbE5ESt4GIoF6UO3&oan6^f^AT{J1KHR+2Hl520VETnZ@fVE(y9Y~OWtZ^240vU7Y
zs8)!H@q#5`fCq$p+8FgKG{JS@^zavk7lhJf^Y1p&8C|NA6Zzw%Uj}D0(mrxKiZM5b
zeHbWa?<CQu3UO^`P0dv4XW<Fx>ac4FDTJ~^;~9g)pbU0;*rRo6kO>icV20+PLdO6>
zu9sHxGzOh#&5;sOZz>=!q$s+-lZc7btc(H=;^}c{8PStuUa*87CqCkO)a)0N4bRf(
z()nzg%%PBbtb=WmCVAb8Tu%rT)XLNS4)^yOSCa1jx&~L9Cs|WlGwSD(YRq%qZ;Nu6
z;E7o*3u`ylE=AGgB;PKC2;_c&AM;^Bha&~0RPeHY@=OMcpx-g}U}y}v)v^+SA|ly*
zR#R4&>w@Nw?M4+&m9k9x;x{UB!-#ui?L(odkfRWrV_M~AE;d?#@<X7i=KW~&Y*iLe
zsu}Ht8~o)M0YiYUFwI2vNeh3vnn@)kNUK_CyWpJIgzw!(hUbkQghfrXI@)4n8~kl2
z06OS+GreP+1%g_(1hJZW+eW~O2osA;BwYp#vO2+8X`izsRAUa-Ud0h#CoQ%ZO@oO}
z&B$o*zzBsI7k*ifg^y1<k&3sWd^ckvg9Vo(+cx!JmUmjl<!w9qsehq&X;;ZlNokrV
zB%}B0l~YxYq?O*s`iQwEEho!Uie~h6!`cJ5b`ENNS!lQo$c0c&S!~B%Kre}eZ{-lf
zEUL4(_Q!mg&4SDEwCfp)_N8I9goBS^Z|{`901l^Y+Gv?#T=~AtUa1|=H3R+6?YvDL
z`oT7(sha0`@12;ySe{0rz;IZ|lz<6V(>g=KuMOZUBlL}NPS&1gL4(zimTK8Q#wgo^
z{PXhEV1v;uL>?nXX`Wx2&s{Bd-)7gl)zQW+X!$iVd>r>r!+w&y7LBjf-OWd+G`0A=
z?y6Y3R9lCAnY5T1^K=;<RMGYjn05%dnXu>ucP#ZeN9}^cRv&O{D;BKn|0&lfL9{_6
zOLX-aIZLxQQA;R7=GuBPh@|yF{A1Yd2bhpu_LbM>de>@9$Ljja&MxeEa>wpT53n>y
zc^?@bq`#+VMZ5xZ$u~sMM2ym*P!>}XsyB4L<4EE<V#RmS1j*qAb<DZ6sU=4C`6YD{
zv-qP0Ns_EsW`+Tu&k{K<XbZ(}1@mng*sAAC2W}giH!qi&JJl64{-3^=tJzBzI;w`s
ze`cuUEXSr?GALrmF-y3T;A+8Xw5oi%JLe*?fLF~st@5j@^D_yDgSFlW{fRgJz`Zm#
zgQ`3mqGP;`wS2!4lrkhBOTt#>W}Ij*r+utjNfp}9k6eRLZbz_6s<_HL&aniWx8AVn
z=zHPlT#VH#@QSdCP=e%jey2WHd`dq!s)@Nch`p~GZ9q(Ao$W$WreiEjABRR%bn;cW
zJT0I=HF<K+OWrB>NCA%Wg@edYmBZNko!I5f1lWbbA><-!PJ5PEj$=%~`PahKJeSvc
z0oJn!Ao?Pl73_Rg44jL_{J~F|Wpjah$OQ=wEr5eTXY@H?Sf6i%GJ%@VzL`v@9`dtL
zk;Kt=#|g1aeKGM4JZF81Tw~P8s3~a_gnA+r6vH<^SzvduucA(IN)U;{pM-v)A0o(@
z8}P{h+grdjj@}$>e$=`Z1~#RhW#sG}?ECQIrr)f8r@97#S#jQHSPHScq&lm+CU#NK
zQ(!!g7J2CK$RBRg8`srkC2#jH+jc0=q(YG?g!Dhl938*O){Tamk!#;cJa`t*CE1~r
z062A(QSmc>RYVN_I@d+CY(iun*@Rdn^b7V5oW)3Ia56eMIi{QEak1I|uG?G`OT}x$
z3C+c)U6koZm5+tY@S{3KxJANu?B2S%yn>2$8ST!N=K6^fL9?T6*<_x&UL|!1lgzud
zRT#|lzGb4D2-9Bjx5to_?8$HP+%WEXApiqu0npg-ZS{iNHgrObHoFkZf=cieaVqgM
z$-(;6Mr{c?+iPF=1$%|^a$l-3X4S9>Z<Mr-h$agp=D}rEjZPD$t^AIgrj3dgTfIp$
zo<x+?Zn#WGK%qZ4mr&_WAT%09zJMIE=(1BG0_)k>M#2Hj-1t*a$WibD<L?O<z#0vw
zX19lY*A`zn(N{+uK&Zl^>9lC@jM}=DAE&=LF*Kt94Xg^{US9=~_NnCAYYwvHec_IF
zz5<(7c!hAx#6_vuLK|ecI@wu$grbAFMa&Aek;shc*W`+M{6<t1$rBJE2yPEP&!f|c
zcGEN6hzDsLUO+nuiHM0(G01#XYbv-Qi6`+X;<J<=sxG;{P$HA@S%ZGGbp0ZwL^5{z
zoIzzAsGm~l{Iz6i21EnYwzn~HbaE!bFAjsLEvO}Bs_M6Wu{jp;{DUU#+fg~IiC>wU
zLGNX5QSWtHIhMi`(c8lIX0h!G1ObF1W)m~1xSmUo*-zA`{M1bh&Cz!A+9@n7PGfKN
z2QUvxa4B5b)D&dg6HAYFC6r>#6NNVHphR{0QY*z|lmP)fPi~6da^4Q!I@|_JvZ|17
z&HC0595eY-G~uwg0WzW*)CN$u6(@B(^bRW^CM`DVI_V=sPD3RR*y+^AUI(KUER7Hi
zT4goVuk2@8-7ygwa9{!EtWNLT^G=ou7Ahtp4<0S3{H?84K<6(w`8e$_7o{ohxC<Tc
zEDHi+?1vB~K0U_3B@v3g@&?X}gftbpV1%~7_;BDxvIlW$xd!wkhL_deLKVtM+@8&0
zGlJn6w4fPP>of1rHJGKSMtPQv(iJcu{@x$aNfa9V=F-W>o7!@n*l56@-JtKYLGrRi
z%ng^?u7|vfrq<fYEIbDj-$|qo_CS>Cljha^s{+XooGQbEENr6`cWsi?u{{a{4MI7#
z_Y{bcm%kZhGqefCAVE&oyFC`}rJFCIr>guAz}zJ)I-Y3ZtPGJJBK=<9<-Ggjd}<cP
z&{EfE<4y3zdJ|qXP1l0Dj(&Q*#>RXK$_(^$2hTOlrBQ|^2bAW91Cyo5!G-_8TK?o%
z6;|$A*eB$}w_671J|irAmFU~<$c+vEcflVqKg!5;;;ue&4Xo@}W$riM`BSd6NLY?<
zUu1`yKv0jFIpgi|);MAkHAQf|VwOdg%dS~si>Ceg?!bi#c^mbIh{O_Iqw_NnNa|A)
zUYUjwS$yLam8b&4W(HFd&##Q~E}j(bjhVa~f+x-oEAFDdaae7$njHI2ICeF*U>Nv6
zYi&6P>j?`jh)Pn2S&COhK<DGzjWD3ozJ!)3SlNF)2^lvBU1H!$8O_bW4@Af)DbFi|
zUX~Ph>ZvhqunKpsXe*gZQZR2%`}P33@#Uztum&W}$qTkWe?r(8MgW1iGyAgz?&2Gw
zJ$-p~z&X(^Mr^Rl(O7P|1`qbum-g*RXbYC6X_Eb8C7Jd1>$>FZE{o=U?~YdylioC_
z=~t_)nx~)dHdtCoq#OvC907<muXUVId+d<&3JW9Qow0o#g=-Ykn$HT10v$Ta8j7(Q
z7l>N+hi*Iks2|ciliJ0cie8nxx?GgWf+Gp}mP|5X{=cpYd25={A-;c=|FTnQFTVww
zCYCWvIw~|nY1cqVd~{DJUAO^`JrH^bRzyA?R!Aw%^VSrXb+N(jfvVae^g@<w>BO`F
z>rsqHHs4a`1dIAG$!4W{*UXDYqvU(=z4Z|-*`(dKhTOo-pKQHxd3O8IDU%kCV`6FW
zI-VYO=BJ<43@QXtk9vc<=v;qbuet;^%CUPTj*yX?75&xqw$3Z+U8uB(!CCnCq|%qA
zeJU59m`$D5`3+o1Bcn3L*#t>lX*5Ose0PIh6*XE%v)1VKA^J=DtYEm>3DT$|5O&{~
zTpPVFu~%}Edqwo=nxx4C(|YEyUwG{itf4~4)Ptu5G6@6-=R}SLf#793(uf8Nb~sJ5
z#t42ES<SXLDLZ1(fzxT}XzRA`AD9K_cEBT_Kq?yNX~*2%EDaRuu_S~vq(LeMMWp`l
zR9p&d-a?=6QGvp4&2sa%L2|eAKiYGF8n(lA$i#*3RK;q-gE9-;MsJvpJlM(<k*X{M
zJu`gB#c9UP(v=EW(?bZ%-W7^~$RM0JvMTP?PgQJ{O^iZEU*2ySw9H~o7+ngXrL6Pw
z5p0imn2!Cj9WLtg&1_a+W1nKh$m-XwPo0ieogA{>Yew37R@-W`%b5}%UOS9zPlZcS
zp^)HQfIMWEyt#w~l%oBS)oRfm?0vJTxhS68cz|#e1ZSv>zaM&JI6gd6cGv*VY%W|+
z09<je4_rJvaImk-0gDG_r5K9jLdjH0*4yO6<dpY^@%`%PEB9*!=Cn3Z)TS4nRnejY
z`-(?`*>ybgbg${aj4^igz-Kx0P@EMK<dtytP==uSI&+Ylh1mB{^_rFh;-3SnUS5SE
zcja82(=9?Y^DvotV_iA{zIuEG0p}`AO162AJ1yhbJU2+?=IvYXA|aV%o+uO|pLj~m
z1Rwp#)q7y>$TSCapxX|hgq*z{b9Gc`rHkqx<@_O)!tq6X1ZNozGfa0Wzq;Lux=sr+
zV@|Yh@KM%(!%WOdPjdToKAlWG&(|JNTK9Ti(Y>GWtIHFU?fC}f+MHXO{n}=>sFB(y
zy>XvfOlCc1vtI3x40d`LBWR`kzMk7DwrqsgB8g>0jWV2=bbn9IJ6(b07yIt9WpixM
zkC0{QJ2Lj6AtjOdvPK(j;|5}dbbs|4rg2Kyq_)K8{O?lS<OMQK`9U-2R;M}XKi<?@
z5>Vsx^+QBaxP*O|+R$!xFLIxEf4R9|5#x&_S(UyRzX}`5y5OEhIWbW0hu5l-r3cAV
zB}bSH;9sS)5>16c?Rab>fss`V<U8S56-arKFg>wi?`Agi(@Vh>T=<cFp8UmUZ9CM4
zGnk7OLmN3*Px`L7cYI0O->=Uf75MTXdHT{?UY<R|5UEI(rjgJ{@IdxL<&y0DE;<a}
zo#_E<=%K5Q;m;EHohWlc#GHg=6s|GHt~tP~ps=_|tWvVZjA~_m<;4?wb9&S1=vy|*
zfoFslSZwuE%+vJC^hpFjbJI?jB%V$BROsk+6h|-DTz1;PE2axNx7-u7wX)UFE3pTc
zgiHES`%T-fP@f(d0=q_2=}CMq>1%r4Uw<FbmzZLEJRr^Dx`+sso1tG^EGIfnh-6X0
z`Grcavpq}z6@X$Opiq@*)H{Fm+QRTQI-9N2m)fYpQs@#@l8-Gi*I1}^=P_-3Im=+j
zIXPWfTW=_8u{mizdvo!A`j|y_MSNj{7gTuD?Ln;E$J7OO)IFOA?y5zhM5jTvjs6tz
z$wEjK#%kth6p>b*6q#B^CVTj!yskTGO!;$&b&VX@mfjb9ECiVsct#IZfwdDo*cV+v
zVfCwRQV1TmR9+^t8`>axeUDUppY9Npff~SjUV}o|)(E>ZX^+h<Fe9UW`escPf?*es
zSzSo4LJW(Sd>cBRl`ELXz;LD)E=i+1>oTUFYp)~vUQDoNurex0F4sWJmEOsb90EgO
zkebY3xgy+GJBd%Ro7$Ylh{X}d=t6XgKtM&L5F9XHVWLU~oI=;GkQ^}W!Ui!sfgYwv
z9}ZQxjs{&gEFW!^mIj{L<GRR4B@dh*l?n>1D}X`o3gaKpNi4{G>ihy?Pbo+inrp}u
z`R!{e5vp=tKk0ZY0n!EW)JB9CqDk{kI~9BgQ>vBT1Sy%sjyhSVd2GgzQvA7t0Bta<
z-*tz_{$}Q#$#*|yF$>8~4%3Xpuhg5)cZu@Dd*YZd19Kc=SZDTkxP02r_YCtAU>|YA
zMZ#n*RAo`0)>-Q{v46dEz!R;>4SAVBw#mr^+#*ALv1JUFFN@ooibi(9@_@h@Uc>!@
z;vxyJ-^wkEA_L+UJ+=-o!bPoo%RB?;bjRL@ba~0bI%~(jz{P&LKG7Jqr%Ay<yRjvG
z$XxZt1+u+6PyhEI)Nka)M&JA|gQ4Hl&wqnZ{IdT5p(y!nEDirbL(#GP17!MR(nS9o
zK>3ewD3;$AME`%|P)v-B|Aj-b03aMXS~|wRF*g4VC;e|Y)NiKepC8KKaj5^thw?8>
z6oCFx_=lO3;{V7*{r<%Nm5E~f2dDH8=7@<AzzG2+T0B-}7627RhsVhJ7oWt2$3jQ<
zKTiKx|6iY3SeWrxnCbBVtPdV5!*9k3KqxT*S_ZVk$^c-K82_T5m;v)_05*yhz>u*5
zma_m@CBP#qU`@K;YyBQ0%O5W5uSaG8zx1#DFf+3Pcq%r4{q$eY%)ePK0RHv+H5NL0
zJcd78$;?9cXO51RiS^IR%&Y)V3h<WS6C)d7IBX0691JjIz$(9o$;JX$#tfL40M6EI
zEPwkd|Icu#|G|um&))2}GuS^($o>oNWBYH%v46+*{VUG*r-lD_n2!zs&i#*$V^qw{
zzhORlCIFp93veEzrDguxCja}r_iv_S0N(81?z{iBf&biFe{arzu(STdA<WFs(G&pi
z(X+7rZ9xA=-vMCP`<EdKxjKp{IO;hX{S|^l6zBkSA>a-2zbQ8w0UJvjdj(rPga2AA
z;J}Oruw(nj;y;+;A4@AmMJBvIBp=|XrKre=_lNoWGY>%Xe*d2T%(DP6y??H(Dx+_1
zWZ?K$zhYK^e*gMu{_a=S-o`+|$PrJ2MpjT5k4DkR6@WvES?QS=326Ndzx$7E+UXbp
z^c|q-f8utHDiSuU!tmcuR3_}uNLkiMM)OIxiiP8F!h2?`j{I^-BS57v2(d{%zB9b!
zlCo993F)b-Q@h}B+)T0*xO98P+wxp^FJEk&JwOtk#&DDgDe*`9=n+LBwfXg-J|<Z#
z@tkgS<zO>1{Oa3lmw$}<pk?W&Mste}d5F>xQ+(_+XjvZac*Ew5_WEdC=%)wX{E$MG
zYD|U7pa>(s@BY%3+Y7bWkDo359yXV}@A+scO%eZ?&}(nr0l`z^%pLXSXCh3>eA9j3
zZBwbtPf?Pe-N1FB5y!uUCPXa`20Fx74)2R~zAJXirGl^SjWTUcAjz2#XHhOLje(Zg
z=|}Lir#i_%MrhIgUBgtQ-iEV(gn@O|APsf`UMB`iDH*!>-Y#<o$95Rj$usoxB_jxE
zh;#l!3ugm=1EuM3;!IyXM>ZKWoZ~F+Av62#hJx(E@Nl(GRv35l5i>zcY2`&g+*O)0
z#ZMubb9^Fv;u|MIGb%$Otr3}KF-LG6hP;ea_@B~RUP)?W(R{UI=D=mhADx$G?+A$C
zR`6quD8gunw9ew{E)WqpvemC_;K;M#w9>*e^%jCqRRE!FwaQB|G}`6WJTgy4KAJ++
zwCYSCXikK|dWh0A(HF;H5=5-SU0#R*WJy^O{KHju=@UC}V%iJ?#(*M(2hS~eSnvVv
zdvdg(@w1^1{k!hScaChiN2|y1$8va?uWba&BH2lYhuB>#&~?h8-?;cN#q0C5Kp5Ra
zRo!x>#@kz=oO&!gHAQobwPxOfvJKtYy9=ZgqnlD8-<`YX5ow}~Bp3TY)Sz>(LkUEs
z&dx<aT(w4q*!bvGG50lZ)%<0_gX!_nKi{uyy-ELyk?<oDRT3|wDy)a;7SfFMZ&z!l
zS)XfSSU_6O5HCMJpi^{PQp>*w=A2x&g<}%((mpQANSV@5l>b#k%@USiv6Co+WpRv?
z{yqEPe2Iya9hMe{%d_I7P^V*b#TaWSq}ng4gD}mEkkFv9+f-ZY2kgs)r&FizSLN6y
zdyQ>tC*_dVSG${cRDny-0t?O&Me*`PL^4#(AYXdlNilh8D<yor?qr1{aXpwZyegac
zXD;u@2_1M4NVPkjD_|m$>j17B0o}!KR{?jgwe<prNJghfLauCJii~##>zdi--N8ch
z%^^L*px1RJkqmku?cmJArir&&?l%}#iK6X7O;V-Z%DTKAS)lnoo1U7bf)bI`t%z#9
zd}Km$-?Jvx<SLwk0A;(?&xA5W8GuSQ996&SB?;a0UXo&gZZw-v;EzLjP!QnV&Jw@C
z8rmbb2~YTZiO}lJSFSze<xwO-pbm%kOH2V0Ao(7Y9g|WRY4F4yEjY^VY>CO<B?f7y
z3Kfx73br>ymhZ<*a(c&V1<hy3{d_nk-ugMhboX35g?P@0W3q7HZO}@Z$_j!(;B&U#
z6(9k|Wp+8@BC!uSP{<TYZw&>a;q1}#w#=X==k0^^%=Gl&QxF6iMA5IUo1!hqpjxR}
z`n)^e=k;*fdeONMqC){1IN^l6AYPnQ6PRIkl>QwQQ-XK9HLBL7n3o!qAjk_dVN5?n
z5Fyj3=8;loa#WO5@CM4=``dI~xSNpFJ@XAPCJIrsf@@yK<<5KA1C4n#Iy0JjG;nhp
zQb}HZ)+(d6!*S;}<<N;J5JcUOteE7Z(}f3wcHcK9R;(b1I0FzG{DBX{RzXAGTiZG@
zsfP7J%{o|o-yY+u*_er7shOWrl!&gp7?t=DpmHwraM>T(Nb_^22zN-oMA`Y?fZp1F
zWoss+Q(JcjLq*NjtK00$cj#4MLKo}x&)AE7>E_>|P}t^;@eBeEa>zB>s_?<pMI0vU
zc()!$oQbR8_6%*+m^M3(I_z0ZFCqeXEorA+a#|x}E@i2Q4#bFcSs-Y7U&A9%u>LSr
z@a%5*!b~`#d`^_!rwQ``P78GHpuG6o74xq^j`vT4Oh9(^FNd}Noy2Bj_}ihNQbo#U
zml?k6MCFnc1-_p~Zmw>!eH|65&<W&r<_te9X+UdmLmgu7?ZK-bZnWN#gx8}^(u_6J
z?ZS@LP|{XUa4>!GSIq5!R5BWwhj*dK_<6(HCHcB>n`8$p-1x~Y%4VzNV%k8@GLK=K
z|5p!UhpderteDm6Gd1IRn_Fdf5}GM4ZDA5EG_>WLma%K|X&vz5WXm`Yoo?z3%EeB}
zl*W3o<wdJSw#|8XW{(<o=iRLNYozIub;Ba9)sBN^jk{ClmbaZnOBTwPh9@Ef=<1|W
zDhqBxwjLz;`hDs=AM&2omG9O|XDnMw_3>P%%``eM6L?(eFGV&gmR))*BiOtNGHTc2
zYLf$p3L-fx9hPdF8>i<uen<BkY{3;lBKXsXXt|Wj79OiLIU45%RBl?mWxD4wWUfYP
za>|+-da5^pnx+WqKygeyL2HIWdXFq<QU&PO9WsRea#Lv^C6Rk$wfVK3<)mXJzjo?d
zPOC%mD`%J@*`y9Hn7K*h9u>V;n$Gs=C_3wrYrT#bpfEJ<ff6a}N@8VYp7R({rSvU8
zq6QfkgTGdqZLcRX&8;+zdR+?$<YC|*&o)Z+HeK35-q+?Z^%P{1-POw*oU7hn2-Y)6
zBr0{{;igOUi?*TehptsshsS3;UXi&;N@_V2`t+?W1gAJRe!Ousf6Yx0t-t^xJoI;=
zVkInr{`?7lcG2s4wXF>Qlvag;8(>w>!B>-<j1wfBNZ!L-z+?qpLbj$(7V==24=?O~
z%|ng0Shzy|=6XjqZZY%j$BaJK7o$C?lGbB7T8}8NO3h7Gim`O-QI5{s<*W{OQT=w#
z2ELAdl-P#bJHo6Q<b&@Q3U1~b8%I4--uDhAvzwQ$iY~Xcx}Yom#D<$4X<8=|;$Kek
zMS9)ii(OO#&Xnb6vcQDTBXq`VpbU9%`U3tkcHpYp`4WxQbxQjNHqr)2cg$ZU!U(?X
zmJavZHTrByUskAuTZp#o557G3AvRvY*FkxF2P=*(gH#fh!p}GZQmK$2FQ^{Svtdu-
zv0=y*XJJ*-|HOfvB(h6e-meOTuovC#YR}S+K`|WvzPG)DITZ;U-jw$hcu)_WjH%oa
zg9A$>9D0WI%oB_3hoW&zBnk3#U8<m56375|(=f4Xx1T)X(AURCAsBDC1asXvK>1v$
z!6Ov7pae153tpv)L8y#u0@v_C5B<sy-0-OKdlx%&*u-FZdsZA$n1lIkR(W$-l?Z}e
z7Se1%IdPZBtRmLuJ7kT8TZhZ93X_m)a*vHztj&Wxc6?ffA=H8GF*Bj+j)4@ll=BRP
zGPAB6;u6LH2nwkrCB%m_V`zgE-St<9fk6*<Hb=jU&pGsFiINYuk2?MSO^JKPG+cfZ
z3Gzhv5`z%o$v4pw+qWOu0}KjEqBY7kp8Sy;_{x+BWls87Y8=Ev=vt}roxL}@uuLlo
zoEJ>b=QWU2b9<BL$<G<=>(;8RP*n_!Hf0@tC`UYw9b}i(B+J#WT3~4Yodc`WM?~+1
zD&g(q8QxQ!uERsVQ(mWtd5L#u(XGzl1RJcez#e0-KO)`lsvTmSOxJ|k^H7-7?E^4H
zx0}VZDUREN?UtB#2e(Qcu~keGPxxZSzUsxWqkr#6yW)6J@%;ppt%LXaZ{y_O(*OT8
zPSVo-sde$slzAXU!e)&bIq2aTMN=Mh;F>6Wjk!t>*)${nbG>N0?a=N@(5{(@KI7X1
zR|@jowd`bJL|??$sjdU<@K;As24|J8NP;D56h()e34QKlC=uP*4?nbwoJjgOH-fef
zuHcielHRAq>%f%B1~ky-p)J(&uq^E5O@pw%;g-LMw@|Bi#+7Rjv9l0&KZSGUeMeqc
z76V>3dq{*_@r}+VD-o<PL3)0Q)J@e&&K=dflG5>7e@G|$xv8WIV|s<w9m!9{I9B&A
zkaQxx5L@R?0Qys~!CPgv1=Y+)$>!;9)5$<++$JWZcnIl>_rs$m3nb`co-+TH!Fn##
zmnfv<3+w2MlOd>SI2n@rXdRt6?n@P9*w@=?<GY%-2S$~Qeez|SB<8-=E!w2_)uj#9
zbW!;78+<7cxZd=1_1bnbrj-MPq!(D3kK<oU=Yb;TMd3|z0iYaKiAk!r5WcOpWZad<
z5{$u7**g@CUl=2vKTYO)^EQ;?&S06z;gQ2|W{Wlq+XbK4NqSE(R)-{>(M{P_4huXJ
zcb4sf)O@(ODrC_3E?VG6Tq4q|GT|Z7F;mms^uO=EP0r(V+UADB=>g?`4p|f|+HJOu
zoaqEA8hTCC5lGWUW|1Q^TF*-cNzqnU?G-gfYNTtpGKou9_Ws6nO;5s9^&E-ZP3RP9
zGWQz45YL^UK4&5?@mv(fALa5~83CJ@7L_eCRl0vGh00Nx{(V9eY;=#(S$u1`C6e*^
zP~+Wzz8j3z<VoZ+?K2U^b^i_7O6mUTWmsm@E?mp)@--J*`8PwbF6qPfK-(}Sg2E$h
zbka|d+yv=EVu{Z-ro~xHx(rli05OVduaLy^gt1u8GUX8(^|8OLbK@-P^e^M)Hk^{v
zQP#y>X6Nik2d=57jN9U3G&Zy28_?VQu+`#}HLKPyj-v<K7e}w>k91k@;keO`W0>Ac
z>w=LmxZbWgQ(kxzI*aK#MvFvqA1(7fOMy|lJXXBRihwQ^C7z+J#d3P7j#P@n8L@Iq
zq?m&Ci`|*sf~_Ps2j=vb*NlqUMX84oAq`q!U5$oz(K68M9*eBmTnon!cX1!4MVw{e
z$yrN3RpwZah*DWsHVp>dKG}MP>R5*vNijoRju@9sBvJI3`Q^bvOgVOl+WIpj8PCdd
z^&7Q+Y6$+ZGTW5@q{%+7Z8;Mrq@)li9mSxxcPpRChW;b2ORQ?uddV=*uA831%eZ3!
zdzEOY_JY(UZ~8RlS>vqaUCYq240j_+{^RCK2*S3daMHtlx^mEm`YW?#eWbTY2ZYFx
zPflI9wY-SivoHrHt(lZYGNfdN$Gtj6SL7SOTRX`F;^^N7kl&XF{&{)se-9vRtba?i
z3IPEGkZ28GJR@_)gAQC0$#YsakooJ+=7#y=q~okrvSctfBXIDp*ld2~zGcS51ILO;
z$7jp@h!IGSRky{jBw5$E<LGjG`_2_VJQ=38F-HYlkWbS0e&}6Y-9F}CO+{C}T}@P6
zw}#job@QEQ*y^t8xvqk`eF|Qz-6m=GQoTpV)z%-N!(~5@oGDyY^5^U;@#yifK_RMq
zshI0@+K5xP-%}TApFZN6c#{{q79`)}OrdSFbe)ga+C)vqyw?1>X>Wlxc^G9inUTcY
zu3=j7)7C2a?DS(5&QM27Gn>+lwU=B^>avdCLr5C##f(<m-CF${%6G`4r=|rb`Ub>o
z3Y6z^J98z;Dv(LV5i8HRv7ssWVyR^*g8<*HV1^l31~w%j3v6H<7v#Q?(Ehu#AJ`Rq
z$nIV@K|gA7p3{B=vn0L-USN0WeO7M?WV1dx`;kJSEHHFLqRevXG(1Dn)d7VJ<C*(D
zcd6X(4l2&I19Ur8=6@A*%RCS{e(7A;-2=VLgKs!7KVTWSvmuRLENbYvI0Q}}o)+9g
z<U)YyjFCq2y4Ne>9BWtZiyRMpv?4&fqGv!^JMG%zkL>qL9I68ZgpSpETC4WF{36L(
z5ZvL17N%;)*R@TNCTphsKCum;V7E#axhlO3GJQQ2r0I2xSq4gcgoH>+U19N}{$qq=
zG(luvFD_bv(fy;Pl*${r!9B`=^x%A;FAF7uSjqXHV4v0RA9e@3S10X?^Q<lT1lC8=
zf`!L#Fff*`p<q%XqzZ}$oAvY7>&L|_JC+@%+pvSYrq0{i;ziDog)d>1lxoP4gDcC2
z(r>=#gj=WP*3_X}Z3h(*)sgs}?du&FPfXQDu4!w9>_7K&qMt#MqF3#c{;HpQiCMqF
zR~E*PN^fh)t4)#<)f;l;vsSdLK;K0xvW!c|tGw+RqPKu1`NGv>_W9+(t-+)zQFFfL
za*~S*JX0XD!d)bC>z(dy3QLsk#eziIQ4}FuZDrSuo<11ZsCJm&djlszuoq|aE7ndJ
zBWtIw=PdA&*fdaEA546H22(Fmj?)T9!58+Oq0y3+PVCI-OSUxi=5VM0@#Y|LrZl0x
z(O=;^5AR<X$$>Ezh69M!1G&$f!2%JVJoO>VXM@+~bv_rvbp3Rtn7hr6OOlB8KWdyi
ziU$t(T;uRc1VRR)*QDS|RKTR!qes#+Ioczw<i&9oaJ>gUuL(qF%nGR8>XPqx&XkH2
zd@vE#*RT(wX9EWhd!NE54%!W8&o?1&Oz#gft_SNp*(O5gmSWa`aWM^Sb^Ku_p`~of
z;gWUafpIPv$3drQ=6lFHw736AqMeJvbvjCoSDGg)&iZ%{)@khVJUy>+J7bH(FDnYO
zF?4aX2gA+QgScVhj%ulHmhmkkikGz?1{b0U$9v!i4iV!A881ddCcYAqD40ecW$LKU
zXK0`eWvH8f8<u`wmi&*x5*y3k)0$3|QR`J&!08`_D<M?q9&vc*Pb>IaWnNx5DY$AR
zmQPq^O$f+uFR&_f!KIW!5k0YoESkoT8{_DCUIZM%9)wMWl6b;NdXWSY9)8g*li%gy
zYx;i5RzY>P{6v174rY*!@&)JP2wI7@k5acTlc(-Grd<zsn6x5r-+j=CMD23aIk=p*
znOU-3`q?AGU<S&5Hq=-epGaU0Vg$KIbU#@V^z|q<%NB0KA*CmCup`fn0~#n-Z}S$J
z-th83=UP&TV~7yrJfo4e;PPsmVGR9bw)VzGK5tv)2GqtHZvHBol>AauT@-UOR#`3x
z;iznA^$No%vEP8*do$XFqcP*$M-p!LF07I34Db2mvhIntvJi#5F7}5#wfOADg1wm*
zq-L>Ud+G$rM)u6!m*_w^6~asi^J4x<^ydw5p(^A#+?o7suj)bS>au=utf_u<|D?b`
zhuvgTorIsHRe8{6SPkACY-Wudz4h3;$}g7RAX>!~<s@Z8gx;TT4SZ{&fW@N)QH>|0
z$hS(<FtC^uf(ncg&xsVaco_UZe|$E@2|*kwo59CEw?y}cQzJMq0B@m{bn#@CoIMGL
z)DRZ?6gM#+e*MxZEQ<(Yq?^GGkv6dwmmj+z*u%o!$-^0o+B|@S@OT({r0opb=z2o<
zV|%y7jFaumFS5Eez`YY6wry$Pq6Rz?M%%Elcy0uC3d9ojz?Q^+wTV40tuecb>Kngf
z?(u!w01OK~(qcm)p>-?t^x6|Sj$J{m#Z71{6Dwj1q{xmjXId8<i$`c|yYc-e$_a0_
zcD!mhof6^@_As>eE?>k7l{lnM$#ABYgXJ?J#*ql%qs%ZKUqIm`*UnMq3s*4cj+;-q
z_m<12cQ+H<$~()}(<qen=l9<_x+vG*``$Y0TlF7eBk5noIxgZ@U9uF$Hru?m#==ec
z?Z};Z0>-^{1`Di@U6G|>OVzmrNtrab2|vf2UYYd6b85Ukq4#;nrM^C~4%SdmSU!K7
zhr{d=R)v1fxnm}G#PQ=uSp_yDG6l=TE@aGp?~n*VtZqchb04SXGKiqo3Lsc5w<XjV
zs-T8JupKz;I7;8w0IQ@u8r<?X<91IH>*KEzCk`V?ODyip6zd}&`(ggk(@=3GTCzDc
zL-^g9Dv%)uTW`yz1<Ygyi*lK1ZASQXU195y$?>c0i>o`Qna3;Ya|px=SeRCd-lst7
zUHay)8(iCN<&Ov5g;uRK?J`5{BrD<Z&7k*>ExNf@D6oxH{eI01+Al<8lr9gRLxQ&=
zfb*RsFC^%H8yEg|H}QW>SLm4jZ-F6M!UmHCkgmLtx&A_h?|;}`VyBM$)+A>#i?f3T
ztx=~nBCkJKc60WE8~+kZIT|X59E@*o5{xzVYAiYwkG8>(l_(mw&e9SED;N0QKLN3~
zOc|ED+>b?1kcr*&@f=2lIanC__%KH}`BP=QxcY0;Og7o8==d`cH<Qn4t*m@lDOf_T
zs0ZUyk;R5%mT|aKPCBoL1mN(jYbIE~RMKJd98}cfqwP%`lsE=B978u5uk%cTd0%&B
zsck>q^_OS4Z9htJDD+)EA$H4yOhxDBHOju)ySZ?Y5RET`mhf$nJZ_7Wpix=yICsZI
zG`Es2OBG~+|5SIK>9R6aFfjWdEmSDCtSK^VV5WiKLDnCCA**tURKTs`>QLV$l`j8v
zQ)dyVbb6y(gi46SOepCvP|hDlLTHCLnZ7L-yd*g=G%BEPvA|~+p785|JL;MS7+W<M
zy<A}gt;=NIPEG^*&}tg^@H+JY%W~S|t-n-%IBx!tzQibH(H63$A1c#)Cs23_Sz0<w
ze(*vahPiug;4%btEV+i4atB0z`8X^%Y*TAd#==)!YC3!4mO#sILx5_G&#gtu%5DP9
z1-Uk<9)=VP!q!Xv6D$m#$Vt}>kEp%ayr_M#xw!od@Q@wwE_o^P5KOSk7<o^JQPRe@
z)7dDlb^*jB+jg61a)?AWM)%};+c|L;3pgN^yMAAGAT$r*5GGiG<EtBT;jX-%)b+@F
zLPb)|GozA<y;JY^yL)>!lTGD_pK{Zd5OP3Jq&FdhSf21K6@WVW7-Zim<10QTz8#d&
zE!pL+58IM5`5dC#8?F}GM^^lJJJ?w|wsY$$)+-G5d49<;5ur(hz8C#)SVneb9viYw
zlnPU;&V*n>nUE7zqK#X;UZ$uaYShslH<cYpVw6L-{!|i(OY<oMiRJda%IqgL$H&ja
z#NEOxo9T+@ZF&lh_ZcPGdpD^xHCFG~>1+K_xMWpy_f7V9(X7pz!GqOdux4|ZA(=fr
z`$hE`cPXUFgIJL7)?z8zl%-~=(~LM@TVW2vZQa<~;Sn9FS1PZMC3@c;91jwuwl?rE
z?LshvEX8c14*16k=8@*(D$LW{u&bOzk#6KQ3!JLLyMBIokNzoVt-hGPY+)6ZtxBNI
zEL~+G1hZe1PrT28G6b6KG>R@1_?@nA1QK7Kioq^X-mvV&qmTAJo;@Qa&N=tXySd<K
zGU$-wx#!Zz)hFr~u*cWyRTpQtYee55((QIUSzAEW3{|+oM?&aMA>T@YGHV>mLZ_Qh
zzI}o*5Z@t!9h6`4shJG8$T*@_wmeY0`3#4J^7%ku-x+TYp&GHO1Gkx{*$P(I0$#}r
zDstxZ?r@AUp!cd4r>M#RX`!$}vhpZI3~1B@cDYWt`~0W*9ebM!zh4WE1tL}li@X`x
z7@xFkbrN>4g-jR@g~9S#VC<-Vxb%%a(Y43&<*>7Ph-3|4x7^Y@Wxk1T0`mxr+rMV+
zY1@0ho~ODe9q_b(7l@31%K}jGLji9TJwRpZFkAmNnEhQZVrJ=RWRFK9Yzer3D`;e3
zV+g1L`&WTcJT^ep+<(2@S(yAM$qBx2hr}uSY%CgnLg(ahROS2oybF3<O`Rqz3-55%
zrB%F<icN}|UW9>g_{IkVF|VQ-B{c88IsdR)-#=BDR8Z~(RJ*YTMcC=3<9S6{<tBiC
z95`Q4-dGD<C}gj>KAaKKt~~5h4mh0n*Oi*`)jkSR68S`LJs1Q}+I6?7%AQKX@DLbu
zk_iwJm2_I}OLL0|-`02Cb`4kf%eE>;KeqFW$4>?D*1Brqm<!gPYW4`(uhIC}#52Tc
z7|Cd+T1@hfXVGWyu+6oB6$+R;OsSd<`7)EpZ@Wk<#@L!^nxn{8ln>&_ZRkRgtEnTG
zJl!%<kuT^+@joE<RrB4b;c5GT35?2Gn*zh@)$P>8U4I22mbMC?)u*@R8Ag}qJi4hs
zMWVuaD1MlCx2;4U?2X%{|FomeL`SO>GboP#^oE}X^pMk0(Ooh4J!KKX*u$+L?H95n
z+BGo;1R+pmUgv1EJ2T`x4-=G|Ooi;P+$|(>BQ6H~YRq4Wv3-i`7`egSLIT-L$m|wN
z@L{tQueP0~WZu;#$>5#-Xpk~u8i_mh;X@AhbY@wqz-9$$MUhcEOH=YI#fi)-auU56
zd5xo;cvf)%c_~FwCqpzz(u-2yxk6ohtHDNANfRr5IOtUtpz_q_!jv078BB*-ft|i)
z!?%zQ?GYY@408Dp4<6@mIP3G0da^3oug|B&XKhQ4zSj>Q5D>kL6Wa~x#5y1Ql)oZ?
zSQpPwaw@#x*$~9rD6GRJa7FDyDk^wAf(O~jfx34z<sBR2EwMp+`O|5uw+sjN;4c-i
zm053U^L~xlx_hr(X%FtZ0>&%3LZoWe;sTbXRX=Br=}0*|H&=zmjlB``1a6&zhK4<S
z1|slO08<_BfKBlYs=KP*y+@%21>O`#!o(^O&BquUuAAtT(FxSA1Din^2m;ip_Zp24
zT|Npsc?)axt|usdAlVUqi)*F(P!Q&2rD7RPoYPA9$<}Sa5m>`uGR!>Su=vLLDJbq+
zNf`9YonShYU@+Ab0-JLH#5{7{uI0Vz&=jkVV@60y6oE`Hj4@_(CoGl4<16yU53I*E
z&M&B+W~b=DLGZWeVGgte@45`@U1Gn6bI-yGbRlJmsGOck+NL8;dD{n$C)!3o6J#2^
zFTv`eam~SWSu8<M4;m8-Tr#@yyRvSqK^nXQ%A#+XDkVtC-MdtSZ@zgS%o@xffqI7-
z#N_!AwBJM_Y>EFeJIsjV<jK4cN!x{41CCAwK1-AhWAlwBK0ef_yFs}qyLp5zgBrv%
z3tMKJLwp(SPY!;EpartLLXrKqvEn~3O-xJwcWp#w@@n)dGkoyH9dc*l=hSVrUsf!j
z>G@O`yu7|x)XdEZ#agQ;OsGPe-#=m(M(I#E?qSM&f<w||81zpaj10%4^ykoVIFZ&|
z@d=?il}^nx_~5+dc$DP<?w(0|b9G8IUxvFz=c=D8<g54Ubt^J|^}-C<=+t@<)nQv5
z1;U1B{e1BjvT{91vjkP~wohb1<J{S<?}BL@H2qLe={jXUtbEaIx^jOU=CgNL(<S-|
zs8k?!3XY`iO4JJ9S8tsaOkR7wdF<uo;_7Ls{C$I)sUo=|ef@%k(d4B6{OYpP#&%D3
zH*Tw$n~uKzF622o8{nwyA&rWQ@ze9vy9g=Wk-zu5;+TCAQ}t-O3W`+)OcoHC<4_T>
zD1ItRrJ0`kysz@pSCuXfwr1{aNM+FhzF!e|#qDsN2;mwGhHS!QCuG5elHZn09N|~t
zi`$!t`xw}BdXu&(j=z47_s)dR^OMRZTNA1a*>*j+F@2+@bzvs5h;cL2WgZP4w=JF&
zW_@$nlH^!}F0t1{*^aa<_mf&DX7pa&u<0@2w?bNWaN4(b2v77MU=-cSiQ51EzMy-A
zOCs+l`U9z~nwTDNN=l#4L_`nTPBJ$ghBc5a%0puBI3@VR7AM4oq&62LARk1w&|fG8
zwIg%_5k2df#vZ0yhAFP!+?~XJ6k17i+{c?mNA}ijlk;<0=A(%J5a<U;=PlmuqJ0*S
zVYeq)pK%o2L9H7#*iezL8^4scggWHaXLB<3pdFS_z{IXY?JdMrpghN5E{_D1A}6te
z+!XPX%e?D}-n?%hsalw7bu&D@77LBpXhD6wfH+8I^rL`p<fJBQfbZBz!00?jIKS7L
z&iVvQk>PkGYPWua1+^LTcpUxcxeoswme%pkVWD2g)BAI3tYlWEOxpHnFcqX>W9z3i
zRHuSTTv%olv8c*b%yPrAW&U01ZJJt+P*7))gYi?;y9sMCT#S~PwX{43FwLQ;sAtRc
zs9|X@<`6g8HWiuSfc0;SW(^fD&MRBW<pG2A5qI-ZcM8O`8(yG>TTbgLGw?jbvxB{r
zsmU^n4;QSSBF#9+HH1Ll>pUa~?v}caG7t^N9_`$SQppbY^233SU-`mXMA~ea#)MAx
zWn&BvuL2x)WZW+<?7Wy<rZr<c66oznxD1!e%p!91bsR~$Tpo5b9&VKr*J+L#P<$7$
z$OFL_+>vP$>iCsG_he<CWh2|W$<#z9G(bR-=05Z1no@m=RNCArf}b$ht*q>fYa}<j
z9rA@jxiq-td`wdtBcrmb%=FC=;<x0)wZhvDc19X4rkQgD$xG5d(Ym|7lde|*>ol+-
zA6ohVTv@5q2d@3Mf#hE=tO(fK*z()B;%WT8-OdCk;m*qVyNtT5p1l#EWc}}ZO8})8
zpS87(BS5eANBD*JN7jY+N2iMSNB)KPN7jb-Te~F>P}%){0yH6IWN4=MZ<>}ja<Fl-
zH!yO*`=eX~G%o<q$pU)&Er|Q8jX(GP<?$H)bdUF^@;u<bKRPvl;PFp441bN{PxboW
zz5Onjj|UjGiP7&g37{wVbLoiTZ+f!-&$My>RuA_-=-mFMZ)5zAMGeeM49tH^_&QUh
z5>{Igf-jy?IQ_|>h<V`&W1`On#MqiJHIzIq&-v13T^r+y!i+PU9u`Y5qiDo|gewWj
z7ghZ?zI<}#@x=6eI*7@Cer<i+HNUcNiccz4c7d9`6jp|LEwGV?s&@L(FH(@vtnQ`O
z>G@V#kuhApec2D*i$%h@af&99I;T4`$!|Lwqt*0mbrts3>gKt!VQIq>)3ooer1Um^
zToch!5rpFgwRrBnF)HqqZqb^GkuIz>Jh?M<E;&2p&JAm9urINB`Kh=ZVRy1Q{g~mk
zcMhg{tla(XB!AC<VAY(g^%P94YGY|r@63lvu&D~w9?P|6i=WHJsOhwI2A;YN-4@E;
z(v5}nZhXf(4^MlPRC|n6o39gko98WW<;4-AwWXH?W`3`Fqp!R?K57Set)k=S`p(5*
zTcb@nh45ff^Z{zbN^_N%C)A6j<^5FnsB&tV*-wq2XGa`G3E8YoFV~kk?PgEi3vX8)
znmoo+sV>D%gC9AU57}?BEVR$EKe!f8`&S=qPWFH{wSUBlPICW5H}H8e#e>)zzJ?r;
zg?d=lB`Tm7U;|FnA`rG}j&z|jcPLRr2!#4L8J;aR`&J=*EiDCHd`HYKbd8}1(IBV@
zR#_J+l!<e6{=5uC`m6EFXUHW9S7pPk_e^t%<i3!H2wbTC2kTkqu}XLLVpsHj2Pbai
z;QK6-3&+zwnt^Q8#i%^*U+a4_5`!X2PB8R5*V@FfJlm*<D~Dz)Q@$dJLNT!Vp3sz|
zvTu&1C>1|f3tFmPhe!#+qOvSYjvjr#&TPpPodH2^%)CE6?LACByULqYuAxI(g;ZBV
zTC-L+V0MU;K}?lS4_DVyDVB&uk|c4<3>%_#@w&u7Wv1%ZNCX9G6GR*ZNZh9&D?ID-
zb7|6P+!kzZ3Di5S*OJhe!@TCIl?}~na(0XC5`9D<8qDS+uIAB{F~!c;(U3J0dT~1w
zDOF`AE=A>#T^XXKBra(^)FV<{uA1PgDyY#te}hsnG$jF8Eq}>gU3b@^3EHCS2$JEh
z=MO3=bM=lm?yj~i){r|F;D99ghRJJIqP^Q-tsyldNpf|)a5H^ZrqT+Fc7!xDb)cax
z<>4<}1?H3Pe=u%|%gjScvZFV4#`={i1V`*@`z!oWzI$N09_B1~OSdqFP=gSw72nR_
z%=Wh+dIehDQgNo_Ui0>BQe>K65%)pvvt2Xe$KDG4R<$-Kn2*S(-?i_zcskkxfTurA
z37@*+?QzJHFTsdo5OQ)Yn|g#{cv^Im=|*xmKeZm-Ga6b^@)*q#yoS9^Z2XXb!Su1>
z@u{vD(385i4K`zMXqv@Z+G4NjgX(QqUolbYNo)KJh2!T${Hn#}kV!x+f4~G;+j4;e
z4+eaN8kVeEvMNG|tD6%Czm<)E%L^y=4tY;zw?Mv8P_nw6TT95%GM#`Ada)K@#~iF4
zAaz>$p5PZj$;026=@kf+miG#>Oe7z=7p=z#6HC_r6B@y)#@XU@2D_u|s<(A>8*^|3
zb{N_L+p?H#P>Sq<x;;=u))Z<)b1?=D$wWaFFS_0&6sj!)d2SZoa9BgyrPXb{65}Yj
zdF^#1p03yd=Oi2ja#P4V6Z$Sz&N8h~dmHt$*!9<V%U8{K_mOC7T-av_u@=#I!(ohp
zIID-RfeWR3Yyws+%|9EUxz%@@sK1O5Qg6;#!D8{)_sPsydhI3VWS&1>weN~ZKaEbt
zJo%+E_s7J2^Onzx#>Ldw7oqUv>&(Q(<VnGeTBONd+i89{K5Bi(o)l@I>ZH7#VA{4&
zixt!A^&^Ec^Y>3CCN1Ic@65(0W${@##}f~<29s!^Z){1(3xk<FGYstwu&_z+gP{Z#
zw$R!*HVs<#b;8&n8LN^O3hXN055Ay&EVl0)bV-SWqXb*|7%Y|i43#Q(J{Lu8dL*1O
zk8P|y&Dg&7x>VYZDv{|-KKHFc{ENqkrDGbAD-5!Iu-fut8)aEE-16eYjlsNykL>4U
zcHJ^<*iNGiOwM`==OvpSFW&FOYKhaI)f3Yj13;<HblKMP_U<AB_V$NO%TTp}8BF6)
z^OB&QP1_FX)vcf|j2LF>uN-F0x0M(olG%it6zXAzJ0{;ZHC%DAm)<{x#h<=kx~@Bm
zl2OhGE{o11H!@1Gt<V0tgO+N0n)e2m6A${onmfy=xVCLU<L*Hc+#zTIRfQ9r;0{59
z6z=X8AOr}m!2$#cngE4EfZ)NM!Yx41;0|3m=l1QJoY&*MAN`|ikNUCaSTgq-YtI@r
z<y)^=S7Y6`gIT1o@Hl_E<E*y28#(hjCs@o{HxBsGbMjDtVJ_O|Jano7<;Yt?=`(HX
zonE#H&aV%TaDpP<uUP56j?>T&j;nrmkSL+()t_~+a^hR0xVhP@gT`al_u`37LJCtT
z!-10fJ1#`b3BK~do{>Vuc53Z}%GqyAEqZi@*QG}B$J*i%j-vYp5{frEDqh>(qU#2Y
zSDMR2M2`*v%4~exo!`f@0vjfOJpNG2SK8k$liJ8zX5^?3{c2xME+C&$MHDbNb#B*6
z-1Es+ZIz&|tx{C|0PF2LXyIbNqK(_PK0E-6RrymsVNd2+U^3IbQURPVjRW`7Z_`U$
z0$$oHGJ7+NsF_tptQ{#x@3ky0Q&YDcP#+w9$B)~aVTy1~WkKhQhcdG;20Z1|w=7Th
zEI1u}ljay!Vd-6^zrsXi?{hR}VT^{^_EH5We8j?1&3gpZGNT=b-fiJkXL(?&3U*B-
zR=l{!Bnpw+gpE>5G8z+uuvS)92os;*cq`yz$`?P6)<*1^&ngkbdpA?C$6t+lGyJ_=
zEK;qjqUXsf02D>WE<R6{-p@7<bxx31$kk+$FYT^497gprWH!7)Jj-dSSt7CN-%OdJ
zGQNXM)tskf)7%ht0fpA(3S<J4abjnA$1Gk08I^_rj1<qv=qtP#qK!Drwz=aXn!=Yn
z3_1y|4c4*eYglrfh0v>;9H9Z_M8O1gyqDXc!__ow`TSE7!zkW_x{}<&0JdV`#FiYF
z(uLb}M$XH4hDhj}0?22Eewj4+9mW=sA=>_)5vCHmD>X*>(nra}$#;3F;vETSsxSA`
zc5})csIfPtpUN|kK!F;9i*(=5a5UgM@n8nC(qlUi>%bag{{Zs5BX2%Cmd;<R^1Ct`
zSG5u)r<c#e2PVr$#rl;@BDYs)voc++=$&Ra^Jjr>Lto@D*>hzY6)swH3vY~7ysUjh
zCoWu1%<Er0PT^r^kTFidiiy`45z@x)&v3)2KXPld$&2_w$zSvmWR5btT-WOh>uj{q
z#NPH^u8fS6HwdBrCO((`DivImb+CQp+mr5kQrv^0K2~Cgl?6|Dg;<+~;%4LUcst7i
zpUk%N8bYVP7fG`ZzE=F2y=_QQ&>0`Qa@}x;G=#PCs-`ix6ZwW}WIM{i?hT23oEiEC
z=PD`8qdC9dHbhjxdam(Rs%K@^!R(1|Pa|CAtwdZME(fCmnWYq*^9|TGuL;sIlT|}n
z%zNy|YP?{X_Ke4$r&i~$R|Ao0BVQZUo~ch`p?fHZ&$YnS{gicpaO~UD0v{(>y7Puo
zyg&wlDU?c_s|iPqVa3QEO&lD^C9W3#1t%VWkp4;I#oHYw%89XL;Qal%U2E4xJIf{E
z!VlrVQ+qk%+Qp<76}WExCiPReKsC>gh#2Rn+NfKBpBodX_EPq;3{C~RsqOl5zf>=(
z$1pcUVOAy|04pUF*E1%lDvjai4`e>uuT>89^BU5Lah99&nn}vT#oIrFyj=~2QhD<J
zOpwXgcO|<pXznu1n8G+?o8XwA#Y>nXl<%ooILG7Jn>}E^=YYB364*@yRxKa=nAvrG
z4jZ~K%AAEP$3P*=Lp!ORxy3h*o`I0e#|#lr2Yt?2OCbTtQRy@Z3R=@^*Ln9NHwg;H
zv{L&_6mtL2Z-R6B`4tj#)CVpcL(yThBT3siqvNRaPx!Tao{dHKiSw-0m4<*lL#<y~
zOutfsGCiUyk0du7l3vf}^lM?OuX};&NOu?$pi7wE=!R=I`#$~CcSa>yra`$zimb}a
z2ZEQLtqv55kMG%=4D+k-E<zQLtLrp3@?~Cik)aEGQMU)_lszxmSOH$0ZDnUKGCg&%
zCKR<Mq}{Z&Y}^>^^s;>OrsH1vi#u|4eZQd;@t||iHSh8LPvgbFYSn|dm$B~m4FS&B
z@q!ywJ$CfgwR)+M&kO1XdC|L@ZYt#XR6gv41o>Miysc>nDNa7ZZQ6*fPbQ4bEZ)EW
zj7XO<SCKO#gQ`VMc7q%^wliT{@AHD#n5r#ML=2rp3A7EKJP0w0vqo&!k;TGgvS>R7
z%D;YQ<+QXaOpZLmaR)&AamM*gzJd%WFvZHTk{#4rrCx#K92zK~`dk(>UzNwiPTzh|
zM}uRgE}6b#8Bw~6^9FrLL0wcg-`#IF6}*AGu<4iJt?YmsN9DOw$Gqk%jLz$s;cbW8
zC>$;PMv6@f+mu{(UVnJfgyH&Xmg<Yo!!@#v+J~i<yLTD<#g2{qhPTpfGdm6vSeH4;
zgJl<=f&!JtzfZ+Y^7)>@na!8;5rnXDN7#$44~`!4If;c)3fhCc+g_lb2+{+arxW`u
zA_3Rt^%#wP%bsaCoo5=*;zx<uwHEP%6AA@SFVK3yRA)%DsbV2GY>8{vCN(MTb)zBU
ziudZYNjKq!45p;M3t>52i#zm{F&_?yjbIkFFk6bQ4>XB<1yUZBCu*Upv?ez#+_|!4
zLv+}Qms+=CTX7!8fXjGx0lzM{9X)Z0>7C_gcf0ex9s=@tXWleCOgVmCT;X^$by;6u
zd_a3D5;Wni8>r1?5jq*;fT{XKV>98he|GY0yh)MB!ZqJ8`;mpb(!GJ&`x-U{a#4AU
z>C29?lG|>%w<2FI-{J=NJ;b3184O?+xMwp0o^~_@ad2@%0E^%+<;C6DPu|A$(@+U*
z_y24t#aZ>?3D?;ozGf?q7Ygns4G59L0_nr3JfNg^Z2BUggwD(OBMSecr&M12K}?a7
zJgb*+$x+r@EQ6BE;bJ66V{|soo+}!of(6`$o^Mbh@d%YNlHL#!peC-BO5YEeWxhXg
zr)sI{8g;LuUq%~vk*Sh8rc1rrwC=I{+^wm^)jw=EJD-C8PJ-nSYiO-t6B_n4C^;}Z
zNO#2A1#>#$l|DJN1vNJB>F^kogw*cVY3gLcwpaISd11EANCao}`>V21i^ey|WI}nb
z^*5pZHan$FT@YG7KHaGS^R<fTJ;2D;d6;=!gs|7S^atxWfWmp7nF7A_0@IixOvxIB
zLLL&h$#d9ccAC>QRGs13@Gi|+QFz!TX)Y0pud1yQVpUo$q4eIzqB1A4L`RfH2fx8N
zp&boHKesMU$4s?-7?G)m%lfm$UP}!pjaI@>A?@S$-6Sh~ISRW|g$pjZGE8p~cS9`D
zRwB<ajIC5x(h<F@vpXK`BNH-mZ&hQ>^=Pd2m3q}#UNHI>D|*i`V=w>U6;w^?XBj5=
z>OJVsdo<{ns3a{|Zz^<TQ%TLAt6CPpLOxAii(3|8D!yUbX32Wk$y)5_bP%mBK87f8
zsOrH(8Sa!3r@w+3T<BF8p|DoUwTl%tekSv#=gq(y*K!#L;(g39dzu+p7&T$a9<l=?
zH*u4?!`r$XaIBw~KiZ)UlAZL>$aqhKIXL8bu_sXo;_GS(m{Jx>CH~DwcM4ZtXyzi8
zCW7`h$d=_^gw(lWYAs<DXp78BarWJ&_2xCzV=DyqyXx5HoHg*I2Wyeg*T}A)#tCe;
zXIy{)WwDB;?yp2soc9Z4;loVVN`9Gh=_iTHI@8A#UDuUl;Z>6tJBmJ=w~@7Cn-Zyp
z{W;#lo)WGyej9q#_&$}mbbw*L`D>9lU%8y53*d;>^yU$z*Wf1X16#BRx`Ul$1xp44
zHovKV0KH=^mW;8KOy~PD64TjNFs#12*d<MuPd4JEuRF_752wFtw|oxbPsl>lGZjqa
zO-K|ae7BF3kS|K~6c(Wz%+J``i22d}(;7bMUi$7`e|7b#QsdHlj-(S{xqzd}{ubY6
zl76FwXhq8$vle@A{DR|iOrA%g4p(L`trLft4gHzbaVu;Iw)9;noCmP{POzU=Yd%;D
zw?B#h{-`R=FGSt^YjTVv8Nl&va4dO*uilfdriR?G>6robLlo=N9NE!4>ET4hB|xUc
z7Hf{?UGZ=d;fjG14Swcge#6ba;qs29^ioFYw>|MuD3c|(4mdUiN736xZx+Q3iTNF>
zUeX{Td51_Bnu^ZX*A4;pvaJl@em`;wk?R(=0SZfV^D0yF%yPrJ)!Q~bhl}?gd-<%1
z>5#Aj)~^$SUbKk%>+gf{qbY3JOB!!9)SMb0n*2l(6{EqQWL;WypMAOW8m&`EtU8hu
zj<0%QlV={|SOSsLD>E#VTE!h0Ao$+W*UgXeLRJgFBAuisuEi@Sje7F=;H!LQ<pFt1
z+^+Wg1gLq-)vr3Nez$ZVj`l0Y+&tM#UUvTG9~L9^R)HUMamf+T?sc~nHFo=E8ZfDu
z8--AI*DJ7n8%1cv4zQ7(9OI^N0xf^>M`h;BOXI>aqVvdJm82H@Rt<6W|4zgXdz1j<
zBGw<HewVx_wFo4yB6Lr32w0>%Q<0WEwAlgXZ(3qnE$~nX$8@Fl7kw(PHi6Oky`C47
z8#TSO{&>W2wSj7iVKYTAu;@iUSqhRRG4u{+j_1-pLmRi_`DyZzXD1`D%!1BC+ie<u
zdf;1~`uNyc$N>9dvRjmpl{9lQ1G{1oL^aH^nKlEypV(j#)g@=+H!9$Sg`yw*8$U7@
zYgBSLRu|8ck0I}}iU~I#ZDFv`@X?q;hBM{APl}CjdeE3E%ZSEufj$=!hQB6bJ2O2>
z0L<*zxmc*Lb^=1_Uc1++$7P=3)sIHWX7EcpBQ*BB-~D`*8aUD3n0sy_>lU0=R!((_
zmJ549kr9GjwaL*RgRmt>YTTdm8U8wX%lLKaSL28C-#)8s?wCwl<XOhEzDV58ASKKM
zZ4^+sMS?1f=-(n$Nx01~RFZG57=`rGf1w<0ZoQ+c48kH1_P|DS;=ddUF~sJ)OIoob
zet-(|raim8KKndJMfdr_)?<V8JT}EY#z^Om&YF7`EwDJN$-<68*!uC;;OVwlhUt~!
z0R+4}qN|uHG7CMZT%hnx1IK{prY;o!l8M`N$xJhDS^ecE|CP$g{7RS4Z4Xt=l|!y{
zpzDIIUj^HTZ^8RHy7;OEpHt=%Kj!NRsCDj0todG0;l9dEVz^`LswrK=C?tDQtBAOs
z`z_eT8Pd+^hr}_D+Ai&fqEwB)Bi7<N#t$;?bC<cd$6eN1L!a50*|-jD!pWJ~IFjJA
z4G=LG^QqOVOWOFs_O$p2^O?T}VjFlhLYOGfR9|SX4dK}tbZNg{Mkf15GsV*J#d#jF
zRTX9oA!%8ywJN~!#=ACkpHQ}6Oskn3pCNhIdUtp6qn9MFud3VDSv9bRnEN1oD4Tzv
zDT_MEwZD?y%kSW!ZW*I-)YkFBRPva0pliwTObHi4Ab0)Xa^!NtbXDoKTqo!F3^{40
zB$GH7$bc1z*KQ!nI@&0dWUOPMo58)AtjX}<8(pf0W;KgejnSy`7`1xJo|Kl$3#Pnp
zbz-F-mI$XdL}S<_7YC(42k9}k7V-7{F7N{(o^Y98c-99N+3xY&5%`q>9yQX&p>UL*
zW~fi?M7qO)kQ>Y5GLe%YT(um5!f4V&#Sh=?iY@{|l5k=qI+#z>mah1ehiWK9>6daj
z@=BLda)?PszGtAB>tw}q6{OWLO$?}~{Ycr1T(T$ICfQFg?iVY+{#jkgev8Nb-7oy!
zedyqqRbAaz);&~B?e`&f5_3^OZ|@!KoqtzIk|Ka$?uI@JX~GW!+TL01h=%N)Okh=P
zwl+0i$!KZqEBP63#++-jofvMFO%H{|o6pteAR`GTyOyNwMYh|MDYRP0p(vc^1%AaI
zUcc_I`w|%I>vf5GXw%LixoP#|mk9u1C1rA)HHm7%|Gf@i9s9_TH)4{!)a;fsjfhHo
zvjZvgDMsboHFCes`7|BBtUyJ!z_d_2zx4CEDc3iEk*Q)8$6q&3@272ZA+=|f;A>Fq
zWfpm~)Yg4k22AbT%53;u3Jb?@e0go6XhP2ZtLdoo=S>hA+X|ZpIsdCYAWo;rt+v3|
z5VrogTOa%`Yy={yM@a-}t)lPEi<M;!ISm`iJ@%XQjt8u)qFg5QBd#h6&gKR?%Am%X
zufgqX6*EOBhfZO)9fWz`KfOIfwkrO3fNW-gr)O<}?7un)&8>?0c*fn1B3G&j9^Mmd
z6CI_#3~c*p4t|FDleXtsJ(|daP^HhNhmp<#>hzk9mYy4SX;kwRB=cjzIp|$LEwk4L
z)JdY&xO{m{@<d3WX}YvVb%R{~I|`yW>t~N>rHjS)ZS%QE@EdMf%;E+f_AQoG`_tR6
z$k=XBo`kuPSKNwJDSRK9_%M*S#uZFbPyaf@06}ws(*z>})IO_=JRL*Yu5ij_LTZl9
z5ZsU58N7Oti<DZ}Q#h`Lg*p;X@q9X*E7pQziAL2+>uSp%;ESVmp)97gdgy1(@Z?jY
z^oQ#tr>mMx*m8!|*H?L?cMcrK<fnQC@1O?z-EXoFFCFytOOk76UV8PX7Rm(2o!ON3
z_zc8Hmh)0xVz3}~5K$_l(HW13BO0I`_FMD)ESl{f#kF<~Zb}6K)e>aGNk=j5Uf9*J
zk*RrKw{!YRTQP8oKI@RYhZm|A=M6jlm(Ul!-yj(Oqk!6f9~=8Ca`m6FvA;q`zo-lU
zWuWUXzRAC{rT;$&bp4OBG=T!3-_K1R)P*N22oMEa=x!(Iznxsuo;2qYrQkr5KkRD9
zi{A^K*tfYTpFeOAPCpI2(>Y>RVE#U^hZ0T8si`faQLb5x_v!vRf%KvowtKZ_D`tht
zx!E>st;t_*z4HF9JH0%GO<!hL7SxjdY`Ai1Ps^p5J%ilXeZ|nc{lJs2jJCi=ny0Py
z8Hv)>&EBJ{&o4RONAI89nVmQrB&X0fe|qV8qcN4tp`hahacf>kdB}Qjn4ZoC4`k99
zdW05cu2J82p5m$~MY-P3<B*P*hrhWpxY+a+tCE|VqWmIPR|^S`FV!(2Ca=G1$-3K7
zk(!-&d{E?Ii<_4(_3)Xdx#%Os(rA7@$PPrY_kEd9Uxb(sj|GN>;bb=)r7*1(B3xF|
z6E0|HThe;wQkM}~Sy6M4Zw`9Ydh_gF!~UzB<|RFq7}c}6kzrHvOQ_D&=UxEpQ%##{
z&s;$Bi$dEc5i0o+*xGJ}WOc9x2H`%8ck2={MBF|@v#bQJ8wh6yTf1=<-FC`L0hcA^
zv~(K|dXf5xYjXa}iTF(ZJXejZ2L6T*?nXLIIvd)UEG2!tL;(xUacJHF<2)r=ljLA0
zb&?PV1Wwqf$~)0@EAb}p=d_Yo4^X46VH*=tTxtCMP<KB?TeM8{8u4VbK|o9lZZ1!C
z^N-L)C1Is?05Wtny(3j3{4>v-xt1^lvmmk;P=xk*_sI-yr7*d^)8o4Fc5e|hufBUB
z6DN`LdzP<Dm0ZH1*LW)TkWoH$uY7{X6H}au;(=iXl?l3N#hwV>(!37Him%!b&jJmw
zG&rbpu#uk&tlxgw3!yx)YoX9_JJs<><9yZ$gR)EoExv5!ARAd1ky>-lvf@9FBrzdC
zmwM0A(Ik;`C$OPi)+GNH-A5&>$K;Xt6W8=*t+4Fb?<CJHk8goLL&cafIUtXocUmPe
z(A?qS;~7=b`6+5Cdgt{)648rY{FAan79ME((`yC#11YO*<sm>Ec@I$=k#l*H{3ndC
zxHv|i2F&hQ7MQAi5(n(`3KNr&E|w8ikm^Y{pw+}7^^DG78>H5_+g()78g9Sb@kn||
zIx51-#XVY*g6p2)=`fVt?=p|(OsEgGUo!9b2yYRTxn!B4>=Y~b>@>rKS}pt~A8#+M
z@LNx{vwci*kk-c}xqA##G-BK7*ZSX_1ilZJgvkFKZXX?j1=k>H+vhG8bD&DK$&exS
zZ8O(U-Xgv+;~l`Nxs7a@+tVG1HVC7Q$AWQ0hb6A!ZX0oCC5Bi#o;H?)3MNfnywXQj
z=L+5f<{?7m++#&6!{S{$Z>G=$?)aNUPQfTDkh*qEOFkPX&-Ta<>y!d38~F?!X7vcd
zWrp<Zai7EnzS8yPOL<UzM!uZqK>OK{C3r&kQ=A+y;y7f3ck&3i(Mx`BgZTL@A?go4
zc`GH9>Pu;3ZcZPYV;U1am9GFyHtS`LQe-tfTOck$Fp4;61KIgN{9uJk==4GQ@e8p>
z4fmLCcS#W4e71V_j-3oew<IJNIOb!z!*Xk;E!VSn!_6i%_%Z5sK0(sL#QUnBN0L=9
zzL7>D%OsjI7(|)+xh0ySk44~Q#!&NeH1z{J^fgC5$?LupANFbz*H^E<=I}hDBhz}0
z4NyxW8OKnB76}MxQot)_mNOL@5hA~G9^Xey;ah~y3`UGF=>vWA#oEf#^u!!NH7Vw#
zs|~M9-?_RQl0eG|^4j~M7P$<ikMb->1m*`8)tTTYc^0xZ^0PekAqaTh58EajZ;!Ex
zw^Sk=*Qlhn8TKN#QCJ!J$x+Z4j~!nGXw{^ma&sz)0v~`c>!jP^XDW!uqrR93MzK5~
zPNAz{5&#h7QUV&-Rww$St16>YKmo`(n)giNk62i9Rti1uUG~gk*gIspzd-pAbmtrl
z+d?Dg`2$m<-O*a5t!C{vVH3<uF+Y}4yW9cAJXCTlfb3}MKAh86D=#cD2s`F7%(Ll)
z*V8ASO#9<3AVKvQ`N9P798I|r(t-^n+Xjsl?6C{;2tRC!a~O7Z%OiZ%;l3nBnB$gp
z5zh#L<b4(<>aiOA*m|WU>-pTotJ@cLw8+@;@QGBSWh~N+w?Upg!9)Rz&`EhWo)t_d
z#as1Z3BfqoA|td`W|8j49{Zr5YFa$(N^ieI)=*8{a7tOHBokVXD3W+}t=C$P$W5G1
z{ssLoaNY@jvpai=mTc!-)wn?y>61659tCq3cI;gM`RE?qR^c1La-bc$W+Jo|Gz3$(
ze^t#_#Zchln9d&ww2O{Ubw7W8vNZAByghV_Zb;TJ7>L%ME=wMbvDpg}FJpRHKN39@
z817ykQk7=WeL}RNnpAhraT3gHm58PVU_$&}VIwY6g(+@fCKqhhqQi#FY8Q==;(i`{
zyfhJ<PnkU;nT(AYKh7c*B{`B2MjY)oebYT*+on(J=JC1_i1?xwMvCuWj7P#`=f1_n
zWc{s(EQRIdQ5Ix?Stw7GAdW?}UDL@ecpO<AwMH(SnwBk=v<fE4Mke}|xFHfDsj3v(
zgP~>P6vuWb7Rd&~G`tj1$Ba9#&Y2DNHD>{kAPt(X-g%ywJ=rZOVC58jDKQp5G@TLE
zy;;d>pk}abtm9oKNDW>1RJTm;gc?=xRsMXyNZj!J@$DE>EZx;nb&`j0#mCHsk77v|
z{JMuRFAn-}_p%apvuDC=UW-k3^^F@NYRM*N4CrG|d0rb0(LXiNKA>%BKgFn~jd`nL
zhSpqCwsa7lUqAnqybGVemYtpEP+?#_YyF)1P7OIsyXriX61U=HE^WNy@xp4u3?k-w
z)x~=*(dKQzumjSj+~b1Oc!MroYX7FT;aXB28pjJA()3+QrrqL{4h9{fZUr`Wv~Xzn
zf$Fqy7s+(IpPz2}Mg5Ard?2;kQ=CWYAHRTvJYM90tw}15hekdlFi?g%3&R4eR$o0$
zHOptVcTLJ>t}YZ(c2e=okT^9h?w7?E#%<!s*5MwW=Ffn-Y2ozvk?(P4&Ac=5q9Y5Y
z`k}nhPEE)u`Bm!fDzFN6K*d3$fU;E7uqY<x(B^pHiQ%C9xto=CGo0qI-cL=GGAIyA
z22Mwy6;YlrU!A}#K_}*v_zB1}74s=Qb+PF~9?!AVP>`!jPCXcs=MjA)rZoY#2ecg(
z{fOgp^y19fqO`3SKw6SdSMP$|>BtZ?`kM%oD&8NpfB6_ffWyzeA+*vLlP6@-em1<K
znYhL$fl|l%V#Pb;o}lr$$$Yg$HEQ;E2fN+@r+ZpfJp?A<C&^$EAGNth%AwWuOcGB9
zZPa?kFx58mBl0D9?CT|f&+%@s=uHKxD_f->$Bh}t5ShY%o+olab~)jC&BILTDb6vO
zJsb|A(Y_xSOp?%uEAx~UUF{y|Zw1^v!hRx4YIX`kU~5x+JFXISaTwa-C)9+W`a`3u
z{F@~|&|6ju)0oawop9u|<-W1P2rN?=4T`9iFezDB$&YHOPWr<4it$rH<M`TVN~rUD
zjJF(}Ls~id80kwN32<1~B>|DjW#J|YQK(MJcHwYqLBd;AiFSKju2cSza=Rx@!wNjP
z2lw(2)24(Pnpokp+lloIQ`QxYG^Z+5hCsMq3CSJWd>q)e1TR;%HTl6@YebBE@|&_A
z&`gLFn4Ii9pL!XYD~AF<;Uw`fUJ<F=ry-}?a?w$NLfwwbMlbI#eFN{XNwINlQP^am
zpA~6N7D>g7X-H+SWKECa8_mvpPD%J?`E&;b#5}qOd+?i4Bb*2V>T_xPuI~YqdNW^y
z-}Y`(c|{z}-l&o#=$*8XBUxQ`DcZh?)Gsl_eG=Y@G!EIt#+0sM{Fuiy+V+S|HfmjU
za`p1Q&KsH7DIgmWku7*|i%E&K51oMD(lA#5UGHGCn=6FuoAo*WfsIj)q6(7iNw3++
zGY^g*odBCGM&fvxfbN#7pXX7+3FtJEc5NlVGD;$Jpz>T_sBqY5F6NIQ7<VRhy#p=I
z0}0i4Bu}P5g<kq0dem{o=dKu|hFM+D>p;`t`!WeZ%U*qSPrv0u`2F@QW{z=eqD}^d
z`9Og&XogbCbOxW46rC-ts>cyY6E&;^pD1S~3Jvs`;9?fm_*0f^OO=iEe4T5tU2WZ0
znmXPzowCi!dr{lslV@A9G-SeWk+nmY{7_<B@<nbyAkzi8OU%ERWAqGfw(Pp&LHO=v
zb55?OPkNMIzHgO$VHsH(7^$bo{z-wl{(#LSz9l2ov>lQubm6<6A+>8E&7hi*VeC^E
z=mN{y&zUJ_!FTJf&^odKqaxCvfNxn9ZKK-r4YxbQzH-de1z<d--tRZ>FQpX7Ppx8{
z4K7tB^%WE?Smp1SpMKW-F;Vc!qQT_u+*tsLOYei^Vo;?@+<O%(5p&l(Q{<^1C&Ndc
zuA$FS`c8okY+d~;(@<D?^o6pZz}04xOb1PCqttX8Na5wO(C4Qf5_J#c&!{X2o3$0r
z!sv?VHU=_mLm9M*g4kZjlW2dUG@iIG?VO>%5?06Y@+omQ^;>8w*Pk~_EnPEajCE67
zth!T}AhHfkc_$m&$(iE97P(|hazk{A-%xbh!{n>pbZk#YlzWEJ;(c>Vg_~}4w|1sT
zF06gWu3XVnd2ma7L*6lSW<YLyba*we#mMS-%LrVm=!<Cc<IihjeNKfp!eAYB^p>D@
zl=_r~GCo-6^@{^~!evJ|KR8~s$YQoLoFPgh3LVvVm^zStwv`KVM5!yJyh=vJrtzw+
zy$)FLDr8E{pTU24hwV%F(!2b&A7JDQ_A$o*CTnYToeQ$Do|k<hDY0d?ZCxGCMz9p6
zC|x_vdQOqXNs^hV^Lv4bpT{M)H-^-9{^@9ycSY~^Z#u+@%i6x&-v-o+#v)ta#IT}u
zl`1Ep#vhbZiigL)MHV>9X<<hn)@~1f9i#dKSyps=VaQ$OdnJZuDbKeafV@Uh&`;Ie
z&%iU-z#!hsbYHOV{Ts^GZaysC*c{qmg>SA1KZs-zafAT-BU2W1uS^Xds?pq*%m#*f
z-3g@$No!_4Bzw-(JeGtNfhBqg#>=($$0#0$5wwcpR!$1|OAyRACM4nan{d6?7~j8B
zBT$^`LO03RLO~Dek?<ntdPe-J8rja-9fQ-%8AH(6)8us&-dpDEsi#0RjCNvbo)NmU
z^P_@wtF74HX$wDic$kX1Q7DEQRxj>we<RtDigvXBZPN0Yl-n8yK}WL`zUEp-)toib
zTHJNoL@`yyEC}qlD`i7(Uw}&`PuT)cIS)9DlyhhQsHLjx+$<m<6TDqXZ(`$&<r$<H
z^4?w9XOemEtuC~=B1v>q8_H+M<Odm81|=GzKEck54Dpnm@d}etZA6F8`sGl=C^8C(
zM9m^|KCdO_XnY`?&Qo;Qbnj+7lM1H79vQtnKdVoXyqcrY*)Fyv&$zx0WXcV)Hc|T~
z6zp0mHhn2BqtfADI?S$jgL>K@)ch%DU-xm=P8|D|0RpspBME_|<i;j_6vPNKJJa_h
z4f&|9pY?osUA%PZ@a~}#SwxyUc;jtviua9mDr)iv-W6Slf7*V|Aq3w)>g{3m;)xM-
zYfj!#f$1ojYH5J6s>S>KUV^(f?q?nS&i6|m0d7d}LqEl7Qqa~p&UWy+J=&$pyn3+!
z;uj~HgAly2SdqivW~9?%60B!$ieWChmeK^OqE|l6UQ1Ioy1`k4x)Rh{kB2NFSs2}v
zNN;Kr`lzqHsVe+W_@LLq+@&tCVW{j4lss);$*w=AgvTdOMWu{~0^L?*Kj*o}5;ljv
zVOFDjj8FFv$DHFtDU3@MjdYAykn!L=E`p&pr@%aHI*qFTAaxYkiv&71=|!W<Pp}24
z1wC;st37UC1>&w27sOk8T^%W)+=Zu6Abn}5HX+@AYXT)hsj;>~Q9P%VD0^y&iqh)x
zW~D%w;c*KYLDwaNqg1@^!rR=APLWqa%24VA{`vK*`;+xRMI%e8DVlH+?m0=+Rjb_-
zA1_8zL(SHpb?EU$T?la#cTr!LT9LyHejjn9(!Jhunh&hR$2|!O`<-(yqOE(j*kPv$
z=?QW{A1uJpo|b%b*!HCRgO>ebY@4!4&PDKqsuW?rpE*^Ianw8+VCJd)F>`0*6`f_B
z&bzn;yo$QZT0v_WBJfb{sVEy?)el=fR{vW4M>1M7&DZ`S{)?iw4VJ#V3?+SB?oW@d
z6nO89Mm`qhl+8`ZT560;?b<L*2-pl-XxL%-OE9;(uqGuPAj+N_w=2_m@|P66bmnvV
zHXcLjeZmUOQ(I>poPT#3`#P^y{QH8g(-*<k$+Oi{uUl__5mD`uX`hm5eu*t7e>5S(
zY^54S#lvT&Wb{{%7pbX9*;1IzvI{*FfF>7YFK7oE!2`1c?GI2jF49sVE^(CV971W?
zlr^$S$QoMGxji;*YN*9gzCaR`g0Nk3k^-GjhRihJfkmtm&Y@=&UulzIe4s+G_Zo-&
zmu|(s5WoL+>HR-)EB@st{LQWSS33Rw&8_$wTT0Oe0#DKZR~G)?DgS@z_$&Qh%E<#>
zF2MJn<GB4wU;p2U_`u%^9e<_i!_)u&E-v`np($nRZffsj^;@6c3ZA4~Elk~=TxnVF
z9}t`oAPANS?g(}Wv<N&1TnIq;MT@`*|9bs(as5XNE(CJ~Cj<vLN*E5Ig?O053oKb}
z+~ELPPG?gOdnZmF5Qx_BZ;3O+lFQAK%hAG})85I;)XK(!%iPJq@F~2nvJ*u57gU#3
zT8J0G!v_EYKs<aPK_DMHfR_aTV1YOJOF<ha$N#3?|5+4oR|`ul04<Oo3r;8g*9VSf
z2Ej`kENTCif#I}fc!|ZY53S?BWPjiNY6t$e49>R(!&mFicE1R`f5>=$)ld8(1OB2`
z{~`N@PX1FSAn=dAJUjsShWNcN4<GNJG9VBn058S(qunpK_#ZMLFPy0Thl~dd_-8vl
zo<GOq;pgFpmsk8Y2M>G!;oIyF8Sobo`F9yF_!oHncNzE>FZ_2I9~^-Gr+&PG0{s6N
zkDu=sR{6K_fPDP_m;=ZM1pfIPd~llgpSl2nz<>4y!gu1Ia{&3_$nQVq1@rxi9sI5f
zKN$QEnE?MkbOFN4j{jVH5C9Hb`C~i~?>}_`@$te@<G;`Q_ucP%7Yu)q;MU|f{oow+
ze>@uq$p6cV{MPR8yFbPQgZ{C1!8}00Kc5%O17Daw#sh=-|FMVQEOt0~{onJtyPCp5
z{jOMlVY1~NEuCopV!p#|s)m!3I~=$Ew^h@$@wNE%YIDm=(;A5InVUh(;jnqQ#o)CN
zFojq^AUx(^fGNNNVr~i$1c-^4TJQiZEqN^fro0d^1k7)0DadPSYGDZk@q+{fAUtA!
b)e*V5o4UIHWjDb503aBPiAhFP7VCcjJB?-c

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-reg.xml
new file mode 100644
index 00000000..4846e94f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-reg.xml
@@ -0,0 +1,101 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-002-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='218'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='4'/>
+         <instruction instr-id='337' subinstr-id='6'/>
+         <instruction instr-id='337' subinstr-id='8'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='444'/>
+         <instruction instr-id='444' subinstr-id='2'/>
+         <instruction instr-id='444' subinstr-id='4'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='471' subinstr-id='4'/>
+         <instruction instr-id='498'/>
+         <instruction instr-id='498' subinstr-id='2'/>
+         <instruction instr-id='498' subinstr-id='4'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='525' subinstr-id='2'/>
+         <instruction instr-id='525' subinstr-id='4'/>
+         <instruction instr-id='552'/>
+         <instruction instr-id='552' subinstr-id='2'/>
+         <instruction instr-id='552' subinstr-id='4'/>
+         <instruction instr-id='552' subinstr-id='6'/>
+         <instruction instr-id='624'/>
+         <instruction instr-id='653'/>
+         <instruction instr-id='653' subinstr-id='2'/>
+         <instruction instr-id='653' subinstr-id='4'/>
+         <instruction instr-id='680'/>
+         <instruction instr-id='680' subinstr-id='2'/>
+         <instruction instr-id='680' subinstr-id='4'/>
+         <instruction instr-id='707'/>
+         <instruction instr-id='707' subinstr-id='2'/>
+         <instruction instr-id='707' subinstr-id='4'/>
+         <instruction instr-id='734'/>
+         <instruction instr-id='734' subinstr-id='2'/>
+         <instruction instr-id='734' subinstr-id='4'/>
+         <instruction instr-id='761'/>
+         <instruction instr-id='761' subinstr-id='2'/>
+         <instruction instr-id='761' subinstr-id='4'/>
+         <instruction instr-id='761' subinstr-id='6'/>
+         <instruction instr-id='833'/>
+         <instruction instr-id='862'/>
+         <instruction instr-id='862' subinstr-id='2'/>
+         <instruction instr-id='862' subinstr-id='4'/>
+         <instruction instr-id='889'/>
+         <instruction instr-id='889' subinstr-id='2'/>
+         <instruction instr-id='889' subinstr-id='4'/>
+         <instruction instr-id='916'/>
+         <instruction instr-id='916' subinstr-id='2'/>
+         <instruction instr-id='916' subinstr-id='4'/>
+         <instruction instr-id='943'/>
+         <instruction instr-id='943' subinstr-id='2'/>
+         <instruction instr-id='943' subinstr-id='4'/>
+         <instruction instr-id='943' subinstr-id='6'/>
+         <instruction instr-id='970'/>
+         <instruction instr-id='970' subinstr-id='2'/>
+         <instruction instr-id='970' subinstr-id='4'/>
+         <instruction instr-id='970' subinstr-id='6'/>
+         <instruction instr-id='1042'/>
+         <instruction instr-id='1071'/>
+         <instruction instr-id='1071' subinstr-id='2'/>
+         <instruction instr-id='1071' subinstr-id='4'/>
+         <instruction instr-id='1071' subinstr-id='6'/>
+         <instruction instr-id='1098'/>
+         <instruction instr-id='1098' subinstr-id='2'/>
+         <instruction instr-id='1098' subinstr-id='4'/>
+         <instruction instr-id='1098' subinstr-id='6'/>
+         <instruction instr-id='1125'/>
+         <instruction instr-id='1125' subinstr-id='2'/>
+         <instruction instr-id='1125' subinstr-id='4'/>
+         <instruction instr-id='1125' subinstr-id='6'/>
+         <instruction instr-id='1152'/>
+         <instruction instr-id='1152' subinstr-id='2'/>
+         <instruction instr-id='1152' subinstr-id='4'/>
+         <instruction instr-id='1152' subinstr-id='6'/>
+         <instruction instr-id='1179'/>
+         <instruction instr-id='1179' subinstr-id='2'/>
+         <instruction instr-id='1179' subinstr-id='4'/>
+         <instruction instr-id='1179' subinstr-id='6'/>
+         <instruction instr-id='1251'/>
+         <instruction instr-id='1280'/>
+         <instruction instr-id='1280' subinstr-id='2'/>
+         <instruction instr-id='1280' subinstr-id='4'/>
+         <instruction instr-id='1280' subinstr-id='6'/>
+         <instruction instr-id='1308'/>
+         <instruction instr-id='1369'/>
+         <instruction instr-id='1369' subinstr-id='2'/>
+         <instruction instr-id='1369' subinstr-id='4'/>
+         <instruction instr-id='1369' subinstr-id='6'/>
+         <bounding-box x1='124' y1='499' x2='507' y2='630'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-str.xml
new file mode 100644
index 00000000..0c1fb641
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002-str.xml
@@ -0,0 +1,232 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-002-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="200" x2="215" y1="619" y2="630"/>
+                <content>Q1</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="272" x2="287" y1="619" y2="630"/>
+                <content>Q2</content>
+                <instruction instr-id="248" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="343" x2="358" y1="619" y2="630"/>
+                <content>Q3</content>
+                <instruction instr-id="278" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="415" x2="429" y1="619" y2="630"/>
+                <content>Q4</content>
+                <instruction instr-id="308" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="482" x2="505" y1="619" y2="630"/>
+                <content>Total</content>
+                <instruction instr-id="337" subinstr-id="0"/>
+                <instruction instr-id="337" subinstr-id="2"/>
+                <instruction instr-id="337" subinstr-id="4"/>
+                <instruction instr-id="337" subinstr-id="6"/>
+                <instruction instr-id="337" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="124" x2="149" y1="595" y2="606"/>
+                <content>2004</content>
+                <instruction instr-id="415" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="197" x2="218" y1="595" y2="606"/>
+                <content>34.7</content>
+                <instruction instr-id="444" subinstr-id="0"/>
+                <instruction instr-id="444" subinstr-id="2"/>
+                <instruction instr-id="444" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="269" x2="290" y1="595" y2="606"/>
+                <content>36.2</content>
+                <instruction instr-id="471" subinstr-id="0"/>
+                <instruction instr-id="471" subinstr-id="2"/>
+                <instruction instr-id="471" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="340" x2="361" y1="595" y2="606"/>
+                <content>44.5</content>
+                <instruction instr-id="498" subinstr-id="0"/>
+                <instruction instr-id="498" subinstr-id="2"/>
+                <instruction instr-id="498" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="412" x2="432" y1="595" y2="606"/>
+                <content>51.3</content>
+                <instruction instr-id="525" subinstr-id="0"/>
+                <instruction instr-id="525" subinstr-id="2"/>
+                <instruction instr-id="525" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="480" x2="507" y1="595" y2="606"/>
+                <content>166.7</content>
+                <instruction instr-id="552" subinstr-id="0"/>
+                <instruction instr-id="552" subinstr-id="2"/>
+                <instruction instr-id="552" subinstr-id="4"/>
+                <instruction instr-id="552" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="124" x2="149" y1="571" y2="582"/>
+                <content>2005</content>
+                <instruction instr-id="624" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="197" x2="218" y1="571" y2="582"/>
+                <content>58.1</content>
+                <instruction instr-id="653" subinstr-id="0"/>
+                <instruction instr-id="653" subinstr-id="2"/>
+                <instruction instr-id="653" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="269" x2="290" y1="571" y2="582"/>
+                <content>63.4</content>
+                <instruction instr-id="680" subinstr-id="0"/>
+                <instruction instr-id="680" subinstr-id="2"/>
+                <instruction instr-id="680" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="340" x2="361" y1="571" y2="582"/>
+                <content>61.6</content>
+                <instruction instr-id="707" subinstr-id="0"/>
+                <instruction instr-id="707" subinstr-id="2"/>
+                <instruction instr-id="707" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="412" x2="432" y1="571" y2="582"/>
+                <content>55.2</content>
+                <instruction instr-id="734" subinstr-id="0"/>
+                <instruction instr-id="734" subinstr-id="2"/>
+                <instruction instr-id="734" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="480" x2="507" y1="571" y2="582"/>
+                <content>238.4</content>
+                <instruction instr-id="761" subinstr-id="0"/>
+                <instruction instr-id="761" subinstr-id="2"/>
+                <instruction instr-id="761" subinstr-id="4"/>
+                <instruction instr-id="761" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="124" x2="149" y1="547" y2="558"/>
+                <content>2006</content>
+                <instruction instr-id="833" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="197" x2="218" y1="547" y2="558"/>
+                <content>74.7</content>
+                <instruction instr-id="862" subinstr-id="0"/>
+                <instruction instr-id="862" subinstr-id="2"/>
+                <instruction instr-id="862" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="269" x2="290" y1="547" y2="558"/>
+                <content>84.1</content>
+                <instruction instr-id="889" subinstr-id="0"/>
+                <instruction instr-id="889" subinstr-id="2"/>
+                <instruction instr-id="889" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="340" x2="361" y1="547" y2="558"/>
+                <content>96.5</content>
+                <instruction instr-id="916" subinstr-id="0"/>
+                <instruction instr-id="916" subinstr-id="2"/>
+                <instruction instr-id="916" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="409" x2="436" y1="547" y2="558"/>
+                <content>111.8</content>
+                <instruction instr-id="943" subinstr-id="0"/>
+                <instruction instr-id="943" subinstr-id="2"/>
+                <instruction instr-id="943" subinstr-id="4"/>
+                <instruction instr-id="943" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="480" x2="507" y1="547" y2="558"/>
+                <content>367.1</content>
+                <instruction instr-id="970" subinstr-id="0"/>
+                <instruction instr-id="970" subinstr-id="2"/>
+                <instruction instr-id="970" subinstr-id="4"/>
+                <instruction instr-id="970" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="124" x2="149" y1="523" y2="534"/>
+                <content>2007</content>
+                <instruction instr-id="1042" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="194" x2="221" y1="523" y2="534"/>
+                <content>148.8</content>
+                <instruction instr-id="1071" subinstr-id="0"/>
+                <instruction instr-id="1071" subinstr-id="2"/>
+                <instruction instr-id="1071" subinstr-id="4"/>
+                <instruction instr-id="1071" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="266" x2="293" y1="523" y2="534"/>
+                <content>142.3</content>
+                <instruction instr-id="1098" subinstr-id="0"/>
+                <instruction instr-id="1098" subinstr-id="2"/>
+                <instruction instr-id="1098" subinstr-id="4"/>
+                <instruction instr-id="1098" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="337" x2="364" y1="523" y2="534"/>
+                <content>156.7</content>
+                <instruction instr-id="1125" subinstr-id="0"/>
+                <instruction instr-id="1125" subinstr-id="2"/>
+                <instruction instr-id="1125" subinstr-id="4"/>
+                <instruction instr-id="1125" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="409" x2="436" y1="523" y2="534"/>
+                <content>186.1</content>
+                <instruction instr-id="1152" subinstr-id="0"/>
+                <instruction instr-id="1152" subinstr-id="2"/>
+                <instruction instr-id="1152" subinstr-id="4"/>
+                <instruction instr-id="1152" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="480" x2="507" y1="523" y2="534"/>
+                <content>633.9</content>
+                <instruction instr-id="1179" subinstr-id="0"/>
+                <instruction instr-id="1179" subinstr-id="2"/>
+                <instruction instr-id="1179" subinstr-id="4"/>
+                <instruction instr-id="1179" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="124" x2="149" y1="499" y2="510"/>
+                <content>2008</content>
+                <instruction instr-id="1251" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="194" x2="221" y1="499" y2="510"/>
+                <content>120.9</content>
+                <instruction instr-id="1280" subinstr-id="0"/>
+                <instruction instr-id="1280" subinstr-id="2"/>
+                <instruction instr-id="1280" subinstr-id="4"/>
+                <instruction instr-id="1280" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="270" x2="288" y1="499" y2="510"/>
+                <content>106</content>
+                <instruction instr-id="1308" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="480" x2="507" y1="499" y2="510"/>
+                <content>226.8</content>
+                <instruction instr-id="1369" subinstr-id="0"/>
+                <instruction instr-id="1369" subinstr-id="2"/>
+                <instruction instr-id="1369" subinstr-id="4"/>
+                <instruction instr-id="1369" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..1606cd288c239a5da0b71524199c512aec279437
GIT binary patch
literal 129157
zcmd422Uyc>(<cgwsDL8Uo2V!t9YPIFI!KcedT*ga=p7Uh>C$`egd#n3X+dh}y$GRK
z=^Zxc^Stk~<vV-6-93AqgzF;7f98MBJ>@qucQUWvi%BrCF>_$OUPK~>u{fWzKDRZr
zc#g%-kHw;9ZtQ6GoQstUi$%oT(c!&`y{N6Vovn?DjpK73EEZ`SM-zKHTPp)cljo)e
zRt_duEK(-sU^B<(05*0k7724J)b-~q61N0mCPuc#C<0|CLq|6|ljkhb)&^kIds!13
zFlr4pb}lY%EEbjDm(&#uEli9Yu~<ZHt!(X;?F@`i^kOE?=0+w;k|J1wf>;iY_9h0_
zSgy(2DP@*3@=2XK4INkHJ9FPT$2-2RC}GYmf~6oI7#>Hp!hpSmEtiSJ4&o2qJdS!9
zzqz$|-#gfMm{;z(8ph>jWd9o_s|68%>=+Nk8fmBmwRz*_)(&;CAXTghqh-z@V2J-9
z1<V0Rxr6o}Kfc%fIM|w9H{KjHww(5A=Kmq&Gk9a1R$?r3eKp+{?iII8#WEZ^-+bn9
zrV!IFn9au$v2|tcKG%s*b%(nFju(cOSND|P1jlY`O=DA9?@wdb4xODKd}cm9y^n@w
zQ10_}n@Zjma0T%2SZr8G8;^{|QXU%K<;E3sJ-(Ku-_YP|0QRTu3Y?x|o33#1#?__j
zL9S$8+_>iS18>|ZZ4ur=W82u2awU)#2-w;+8d_55n!l<4R`kdw_pphXM4ki~D7Y6=
zp|koFl2`^|R<v00Zn11rlbqa)ve>kyu}~yq3U-H!b0RY@?xI=o2+{VRTtNoU6-GmZ
zYhgQ0N<u+0#nm^*FC9B;Ex4@01$B0+Kmg#Qqtk+2JueUTMhCBuv%Hsp(jY$}@09~p
zI_;B5p(iPPZ!W*^&0bW*I&gAi_56wgPo9api`y?<wOu-A@;Y8L?B7IsaR`O&a@)^Y
z+)(*Lk|jL|j)}43QZhSihL-YO669t2)U}T)e$8LD<xo_tp&zFzGJcIAUSk^mR+|hR
z@^z`5)+4*CX~A3*AZ@eUyx==5)i}nu>)uSYEU@N`iKdR5sq86ty2BCpu+TKQf&c52
z;J8Kg7k_EZ4ZB%E(0o}{agzc;rp!$;EJ%$y9<jSFC+C=4$L~~SPocKm417Ed0(I3E
zHb{Hh(2|7@U-r2CP}tUf)R#Z5yK?Ezr<okkYE&5RP_o1ve1H^4KTqe6n+N)M#jQJ+
z`Ay$ka1SDFY82Fll`_Dq1>?slb@qhzpOl*UYUpfAzJ%7z6OEI2L#Lfq+gA$F4}KC=
zrD+qIC2Fmnel%q)uiGZ)E$ON(w#G#B#e4bgg&D;tU!it`-|6u9Xszl`AsZD9sb$iz
zpDLh1^v%M_tF~`f=nx6w6HhHCdf;pIWEoB)I|}JJu}A*MQ|3j5_57!!dR2&P;qjmN
zrMvGCB#Yk`raCN*6;j0|dO;^K%v&$#gqA7@eR>%k3RO!5dRk-0=2S)@Ku@}=S~K{#
zZG%>?XZ35LsOlN{ES@Zu`O=DVEHqZGWFn6%2_xNMiR3{(>d93dO`V==G6lzO=xOo3
zFOLzsCTLhmhZtNMosO8^&IZc!*k(*6GM94pt50VPm>Fc3ShT$gXtLbftfF6jl_oz-
zxWSljs~DDnJyNjGB}u`N#pjyQU6IM)r0ITOfj9ufi84{IPGKR`YuqM<>nNc|`OEmB
z7|aA_gkTk>f^lZ>8%Jie@4gdHuNRxH*I8~jsIPpfEj#$EL*$MM<@mGcTI#@#kdjs}
zvt9-(1XVgI-(u>**0n;P)_|CO@_s|%lqM%K1oDl{&*AFpE~4QjgMiVt+PtmG-MZ}v
zCFp?e*eiNkGUfh~ye|Z02)hE(JpXfN8<(5+NcR{p0pZzc!3JMhbB)A6NJO6r74aF9
zQCy6dro%Kz(#B%3l7;xC3J8Gq{ryB@_~d=ad434@z5N61JnbpYEM;qr$zn3^Mf&ZR
zch(Gb3rw{c`$;-4ENaiS4?<4N;oJTkM(;lk;?X14Je7G_Y1a65E6Cc+8w{-*I@T3l
zRnJa6_NwS&%k!rnfn|g*#6l#R5jsQ~M)e~h9)YGR3Tk4Co1Nw>)gD%bJ<`SoXuj7D
zrJ5s$0+MgwxvEI|s%}C(4YN?@zO?|i_AKr;o>;NwFXwd0R>X3B`ON8LI&Um0Ny>Pe
zO%I#QU-XfL4-z`%2EEx2@h14XRzQpJR4Msl8Z>msHYvnBqN-aKn>e^BT$M4w6cm7I
z*taH=-4L5jYPt7ruvk3Kd@O^s@u>ZANB$ID&3$Q`JQHnuvc(XK1y<ktX!<;i;sBtx
zyvU42W~qL(dmcmo+Vxk>lhKH9X=!Uccy?rbT<O<of@C4_>5GtlUO^P#9PB@5`Fvgk
z?9Zpx^g@$Aj)r<%_EKpOKnNI$ykG9~Hb~&<>J)U6=2b-qF*}o5Zg03}S>lm@?w{c4
zCy~ID@z%CsNJ)j0`e7dSg)Ewx*wk3ohJvSR`z$J6bg_-@)93T4u%f;7QP)YvGaTcU
z!9_#6#F7~fVU2R?AG(W%*4%2p7-C0dCV}Rg;cJS4hW6z}{{u9%Cw{+QPyXaFnu|9A
zC){V53znU$YQ9mUV%E}&(jzafc=+0(bKQdSdOLE}gF%xr%aU1}`$XO-H0CsA7(K%_
zyv_|0CC%DhB}D|BYGu$Ts=#1z49dYTskAh=<>t0MB(h$G2>O^e<*MvCEN;8i%mqMu
zTHSP$gn@O=C(I76PEhNPWIK$LcPjC;XUyZIZQbh>!=%K-P27>l@Q^XG+%sW-AetA8
z{R>2V1E0Cbrj>}n=VWtU2gReNyr!-R^>HI<UUSk&m0}Tg&sM(F^`V?)z6Mkdb7e5C
zd$?KyUTSGRA!`($mhZGep+!F;sCwo&aXxlC`J@0=bM&Hn1AnXM*dizCs_nFKW$D4f
z8@niP0)RVc*Eenxe>N$K6h<bSn49~^iD5?PBu?_gTMO*)^|aQJ2;$J?$wyO3U!@MH
zO9<XL=&MupYG{H-t|elRS9x=H0NnddFChF5MS5FSdsW%QqxY~kzvK)9PfC@Fq&LRI
zy)L)B`zF}PLC+afC7m>_noUH0j1HPC6loWO3Q`LUtCuXezO|ZHuW2{V4FH`ETm(|K
zTc4?pK{xR>cpWU@Imtc6yd<jXbhMrh3}Rw{8kLGgf`cN}iunehbMQIgfv0>c{ilxT
zH^6|9X=a7@yrN-zYG>2Zwfo4*<P?eUs7AqpvHc$h_TH)6Q(1)!LR{7LNCH5cO6N_2
z`}c4CMw^0#t=%QzJ>Pu3wY}2xX6O|G90ik~*BWaba22l{PloXsdwRFJWlfqJYQ|_T
zl4`9cS-*ksX0hy*TS|pLKlX7Om@>(B$d?Za#F(|6UTICqAoUu~v|>^tYtUSFo7O6=
z6P+Q88=ZM4E)8-EuC(JfQer~v$-WyDD8eUKJ-OVBYEbO(ul2i3OmZhwI*$x+Wm@l!
zoOY6FdT>&E0V+?FE_z3H;&)-4u=+L1IIRw1iTGIWQ)#;6?wqKmiSYCB&f<S{QB(43
zvAeS9{$T>Wnw-~24)c|Jx?X9NTYQvm3apc6eF$ef<}m-$WQn!_k!e`aDk*c?UVCI<
ztCNfAp6r=<daISbCN4*JYw-~gS*UkLjmM?hmCd1L>t`slO!YCNtW2@M#SikXbB-(m
zJ+`9+%NwbjSL>OSYg&Bb<ZpDVgfDu<Ib}s-u9p&gdi5wTV7({gdfnn$ik6WUs-yND
z_eX7}L=G+p%J^%pjYz>GoKG6-1A*L!+Ew!5W+p*X6nUYeFAp1Rnv@59y?Ix_bJ7K5
zg)~_nDoH|IJ(u0#z{x~;Pqn$U5<(q*0w5oBg;y7^Ee|^h))0dQ6%gwCSf>Dp1?6k?
zw2ijuFpU~6ccwEpE<4>@GGkWN1173sTlOC@Vq3spRclQuGaxc8e;_&;w)4l%TzfPw
zh8p@R3wN=Up|PL@xF|BxTEeGQwz?l6Vd+~JBa0kWFx6C|Y~-uoxWjF^^TC6=`kSa)
ze_lk`ufAgYv|kOcPJBIf4&yrnga(g#fT<}{wprj#xo0G%lf{Uu>37!EbM^euVY;O&
z8J45uKF$#9sXWCR;~}W>(Zne=vBS;WdB<#_`+7|xc*N!F?B#c*@O6C3KK_})k;Kh9
zIDo01Mlzwz_|arHO?aBcEXiVCSDs0CcUb-4c*!{<!2wg}CiFANQtMHDOQmMj+1U|(
zl^}bqd?_X3^3680j#rjhn;8Reyfb6VcHB*JIqXP=NBrtnS#_b_O0|uG>c<C(gK0H$
zfL-Vp_24e*T!&<u&WP<tPEozhnv`-{A$uTN%P@lQLgh!|sUYl6)g|@t18mzU9$S;m
z{tlYOl3FFB^UG-Que}+Xl&eiVNEL<}*RV0OOjNbQs~826pCKfy3OG<z><1lj;DU;=
zN#8uyYjY{^efgNs;zGj`HZltVEmEq=JtCy!)mWR<(V;daD9vBY(;9y_S6Vjo6wJs-
zS`axAX)jS51!DS~;9c+Vj3ZZ28N2wkPT$G&@m4n9xJ-4qlF`n5>^z*I0Y+w2zg`7y
zC(U`BAT}kG+SCLMc(Gm<NW3fWuJX}z<Rbfwqe|lBvf@|m3Mo{Z5UXY%5^6+)@K!=N
zMjTeEa2D%2spspI3RE&VxgG8~<zs?i7JX~u+WC?LkszjAVa^|Y8n#It+uMaXc?=|Q
z?s&QZ_OSHgod$~1<?#xsu~jC{EC($G?SOb&q__q1;h91fk#~8bgr!ygW?cSVxoPN;
ze0KgBB(4)8F^|PmSE%iN^R|CSE6JWb&Yf34YOrc(==0@4U4_4P9-x1MOgfs#$)Igz
z?VV4o5OZ?z+<92;xBe{Ky^R*Xp#o^({dQ8m(z0iW#Ht<er1C;|`s+FC(Z$Y$5|aXk
zyiXo9gV^G)6T+0ST%zgUxZwVXU3@0rd3T&?vg$k#p>;L6-t89CrnD{ZxI9pj!8mVw
z30NklO+m;%0$G&lK33QX;W4tRF$SfSM^yk#U6Kd2V7(xs;)9{lwx61Xd)s)k32p(V
zjOQ(>1<SK_P?IQggFf}r;Y)`&ehqp$$F#?N6P12F(j%Eax*wP-;c`fh<e6|k)+`2w
zrx52jJ!&$wq^(qcy38&;Efr4RM{*P-Gd)!LUa#cwmTFD7+I@L`WWD?H!C7#)Ezt&z
z2D-7P?ZWu8uhkRD2(a!!h+%+ZAbjE-Bs<G&I)ERBmy!8W#)%jCJSr?AGldQI3fDTq
z-%S-)TC=#M>P;-;RBs8v#wPz*w0D_8FxHN`!$AuKu1Qeut;TonaK;19W4mk-<CX^s
zCTa?M5zQXNFek<Wi;=72M5@&PSTbY5<wzT?(`SnH93k@?CUI}r>8iZ&Hd`4e{(MlP
zeOxzql6ftXbx_hCd}?ZSb~;&*ke|U<Nb9mfmepcoe)#Q+>v_#HG0J%p9q62F)v7_u
zv(J?QOC|R6IuN)W2IYtMmUSGRjT|1KSUJ1lR6<_X<I5gtB8_=r^#xh@d|!IPj`sv?
z4ZGY01}GGLY==##6N=;jaOkyvsP$|Nu$!%30Z>;yd<^1{A1XD^pYCxuyI;`<aBf7b
z)oXi#Z3)7eCA#G{As@^G>h{iGJHld^1k%!~`FPEnYX#{P(KoO-r|57K;glPAQSsUM
zEL{o}{>eK;r3)lf6+E`ek_vovM1E62h-V<;M|~tI9k#pbHGAHDB%jrz1qin-H6%7n
zl_Y{_#d~vrYNVsv<%Pjwofn&wqZy<JHhpUjT4rTtkJc<YdfOv!J!U-88$WC~=D_qZ
zRJ-cvS2jX3LqRKSQq`iQ0!Tlpf8&n~kroW5Q+LfxOk@iiSL0=rw0E9kk_Ok0(Z1*>
zDZaajtnK5Eo33Z%mxkx=P~}@kxtCtm)w!$fP$rSNn90aN@rJni)H&mm+<ho|sY&9H
zq`US)xr#PYLYG-<%VXDPW?y71eY`~hst|a(s;A5@7el}kf-INpd+J4mByR9RPW28_
zrxffXGT>XfB2~Sn`qdakGellunLz)Vp`A-@lfkQtwKXxJDLKiB4LVpRXlvRwgCUn>
zn@DrFiAl4X&}qbSwBTisk|Za=SrMF$XfJ)nC8;vJ9U7;yg7nR}Tlk}xYJ+;24rItt
z0y>zd@FkFp)sZHoe&IJ{ZUJXsZSpT#_n!xk@I*h8lh;&dY$p|EXsnYs5)Q@V*)v<<
z5qbnQg+%wQ)+z&b`o=<<_LMiW>`J*9Yt@1Q)g|$7#u-k2^<Efg!e6%u8Wfpt=Kpk+
zwI_iHY<oK!E`lX{I^uqQgur>=K&G^L(=(b?xlY{ZMmAu7#<I;r>|7`rlS*D`TxA%2
zY6~OTE7e2ZEzq($JlfA6zY?5#CTK)4?C6uKSJ@O6(QfTkDzYzVw2x1DOtd_srx<J+
zGKHYrI}8O|CqjV5k3Kn5cZ+mrg)Q4r&$KeJp>U)Mt&MGS7hSF!7HIq0xsz1qW_x!q
znqa7!<>DBc@Onv}`GD0YnXT6mPeO!7O(5`o7jd}pQKiI&e&Kn}oB%n(ePL?JBsG}V
zB2{%Yw6k=M7@TZ@s=cM1jCn<7lr__=jfOIO@^WOHsLWsZz;LKtr;#BqR+~6*P0iqA
z$6D*H-P8o#jzdJ?!*TUl-uo?sn@8t7iCQpTi-b<V4F>c)SIsS1#KqOCOe&de3xD2d
zLHAMY2-x_kMmY%ZnfhW)efsLjG<|#Um0)uXqsR8kjGW~ZCDrNc<X%_jA%;h84=xy=
zfn`f`MwHz<X|R~r{qw8icBSAhGS7Bm%@-C$e^&9>gP1cIvxP~<I=jlJlDU@Sx9u(~
zAJS_w&Tt*kN|of-wPm@NA6xFlAHkZblJHXft9k8Iy3PSKEd^mbS;s~kfNy)1W2}AQ
zPF&OGa8h*d2x)=-2k#$wY~mhqU#UqB@=)k}h1BWx!92-~l+nHMO3n1!Pj^&7pcjY3
z71BduFG}2L=s=~Lspi$F9vt0pAcQq#%oM{SWucoQG^SL(tK|IjKR%E9|NaW=q`Qh|
zb&nX+?99!6+w$1hSVutcx8<eTF4eBNo<>{LSs(Sh{9J=~1!396bct2-xg()1zq?cP
ztchi<DjJ&aMIeP?PhRa!e-z~^GIjSeQ{Jw^=(0&og4O)={BY&gn`zso`A-5YLb}~2
zaR|Mo2O6>KMADniC|1FN93sw?EzheX_tm{H&tSeN+gZ9qHlBBQf#q$Lc5(ezv!;E3
zLQ?{9UM9z!Y(zieutr#_WXm2M4Q<EZMW5^8hLm>dD_wq{7h$s8n5gbuq3Jc#^`8Ds
z`ca55V8!KZa91+&`uHlzeR=>N8x2jr;}Rk<>QZ=QI7{3~8m>pR*&iwB=``UE=jn%?
z*zays9ArnO?fh(+Mjeu>vo)JGoFWaOVetD%o~$)7=~Xwua8oNA)V`v83K;L9p|KkD
z^JD?*pJ);E_aiv6NjgbExZY>y;>eIpj3jW#ktzOJ@j)#WNffGe=ISjV?MT_?pX}P*
z|F%4RVhemsYbGI#{Ji+2V{d&zMe*Z#X%ZE8Us(bAS!tc(wyH@b{jCt-WJQ$>v$mz0
zDHF0zQlq>v&osr(^lA$Ur#P%Z36u=RgD0dYh5UKwdov4azrxF*k=~M?*GM8N%k#VP
zTbivgXG=CZIV-UVUtL0V?Ic(g0b^-RLIUniBQwl4imRgyXOM~mW6AJz2P=3RARZgF
zIn2(+#IkkLHXffVWxX#wJM1Z{K*SX}x(CaNW+O_pw`sL%fSv1VhWS0gI$uRsTKW4M
z3f}VVxbTCVAEk$c_9zRZvuOe5F6}IF%~cdpy+o|cV}CD^&H`7sYnWW9qH_v|sW~x9
zH@|v%dHv&HKfbNnb5f^5?Aj}qL$FMb&`BOT2yRVU6VV81*d*g2U<6{ddR|SDw&wX9
z!+WWVBOf*6?pWw}K)CjBptutK9+&4lJHXQ;qmsliyzxCAYwk%a-q2@gIB~q3$gYbh
z*P;TId-S+YR)y}eDMo;2Nn{9Z0qVQWj_B{x<-cw6%^h?c5Z7USuC}XeAX*&fG>SDD
zN_?tD60W;*bBHYN`;j%Tqb6<k!~*RO8fKqWAIYJ=iXr4)eftUNUWiPF43h<LPB}ou
zTyrL>--Zm~LKfX*Aqq*U6S$-|lYrbuDQ-#r#}50TZ=`(KfImFFer$bU$Ni?<dYyTc
zvM1swY!pPpNgMeUTalK0KB0ILcIHOSxB0j{Z$&tqMy;?phVr8yc3i32xZ`}wXEsQ$
zjx}^LYNq@6tEiVmYn2&1_o#}c4MJ4TiiShRk5r1+1Jp@(%-2hI=sZ6SbU`l<FHC*H
zIYv3+wdCSfuEUun5zD!_1svUky7s<39yu{c%2yuX?=;`8dN8M<lE*bMf|Qa!+#>eT
z{^Iixt3+D;kyv<opNL$5L)U1dn-(WY$xXxKbyI+n--B|W85X89JSI}Th?5X;WkA??
zkF$UW9kxK6rjieIn)q*#T-B4y3VbVrK~M;Yt$5n0@A28=It9x1<hv@S`OhF#5SC9C
zL*_<r<2H(Z9+o!iS{^%^=JE2G;*S!!^L|{!1}hvZd_5>k#NLeOL8$AdPY8{L7*Ijx
z%dV~a9ITH08FA43Fj0Q;j0jBdC{y4=osH42c<%WWsX%0)rg*@1oz~N==yzJlYVr8y
znB@vv5W~g(IUZbQyhnqIDTKfvP7n7SduQIJrR>qbFV{i$d)pJ)D46J)^chU5jg%hc
zUmylTy3m&qOIyR49HMc%ss!_C^Q~yCX1_vY77QQ~p(pDMyqS?=9UN5|JCiddgx(cF
zW8Y`CKF}>R^!Wr%2Q3>Hks=L*iWB!%z)o-bK07CmG2fh(P$<^~T+&Kn2O*rG5^U`r
zqxoUgDPzcx!lRwhkcBPa<C#a~O+AJcv~lqFRKAaXZ}AB@noNBtQ@C9YgEQOxJ+);S
z;As^};o3JHkkXfjaC~779i@;kIYM!weVPmCZ~`7U`U*+SbE3G$&TC7;Ncqw+u_pJz
z?yhMj$zlf;@vu!_{@8$J1XFRMVmK?)NdAPfPT{F?=)<5{m8*NGBJ|2ES#79m66q4)
z1tBnM_@_-3hgv4rV_Bz^>E|XB6>Fg05f=OuFPy2|OU7`x=fOB$6$U(J6yuhoAqGXJ
zcHDa#ti^0CtXOLP22cy^AO)4Aovc`M0aMS1i%&+~{PDg;iZ&*vlbQryGdxouPZMau
zYP4|LD<;D94aGnicV#?eQ;c9Z$h5~CzJe+I6pVppb`Jq-`9iN9QD?qUB>bck1&DRu
z0j+o60`7dr^aEq4(~_~z1(}X3F7i4r;?=69m9{dxYUf5DyPJxqf7NcQP497WeJ`O4
zA?-@8(#Ztn8gG&D8(v2f#Xvmx=Dn!lo}2Uaa(~oAK<6zj!a=$npYh8kfllpC!<`UZ
ze(LY%(i}$RpS0skITNB4=7+UibkX7Wf8V*{@Bwh%>J-p>L{D!I72Lan%lMt_r|?~M
zA=Js6c_m%^=DXSXVDQU3zJwo8VhTCHNs(#BE;jN)bDbFKcU>iXkA^9d$W~HE%L)tx
zCpKuCsk)9Cd&Xj=eFs0@GDs&wruGE0`Z=?I_#j7R(e#~u-ev>CUm>W3z~+id5WXb*
z)F`yZNyS4YKux`evp^QqC4oDL-v_rS<)M9P0ig0-JBl$;w)$C2+V);{aq;5;V$?n4
zUY4?DhF6WEpWjKvOP8i1m^mLFQ@y{2jgpLJWxsF9$lA%b$rp@aHgx}9&2{D9l!3LL
zfHQS1%5;|7yB-R+6bo7ZO=-wHFDv-_CU=iQR*Eg7P+XFq+%)jP7_7!WQz6<^meBAA
z2jwf6cUg_UrItxDZCB+K7Yn}Z?U{P@`!1~Nh>5wi*)5b{w~P*c=p^iRh>76X<Ef!B
zRVus{6S-u(?_WQ7z#(2mD8>>&9j~)X6RY{(tNI;<2w0exGFe+6;brtMZXAH@D2$}E
zZiU4e157c%j(l#J&eMMmgrKS7%m9wX`-*9AsR#eH$JXxxNEm7pRCr$R?NG<z449jw
z+k_Ml_@i80tS}yGUqaL>$5=L3w|n^_NXNrL9r868mssmw92HCbal(xJ<6~UM8svEA
ziOtRN)%4DR&Mb3h8ZG(VlMpXOhfQfMEiW;Y+VH@i1{e8}0rCjC9a~!;g{Ry?HqNPA
zp9HjOz%>cCB~h+;uv!>nn0+b^<Fd$D$REA`=FK2AsO%jGSsY(#9@i^9Qh>Peg}ap3
z7g^R*NLH`9l}w-L?oc)Y6KU`Ez`~q{@86S5hWM@feWdPxkY)1OG<v&#c-BpUwx;Bg
z_l$RairM>prSa+6`i1gd{DJY$IF?p4hcnatvg-3MYknU^0j*{U8Kj`QpM^y4n~yv1
zg#?s7Zaa>0q1Dl~h4x1>n-u@$1;5oOnT#iaow#QZ-@_esYeg|C0*XY`M-X@bO3D8a
zWO=Tvfc~x%PGK0|_LN|4$}1yfzmw#Y4>{UD64~NxY5t*KqB*c93CbLs3jb0b#y7*i
z9qNw}{<2FL4-)hDhVi}!wYW=opj`LgQhX0WISwIxRRc+LbR+P1TJPDC5Uu<1<tFhg
z-HmnEv@MHjbWK&F>&$Qa{8<8&c8M$G-Q@xAMC5A3`q)2an-)r5sm&eMyK-Z?Cg_8q
zqlhy|(Thlmz}gv_y}D^jE*i(zjvE5VYAeY4sz;rIYJ(ZT?ULiVcq?sw*&q$H)Hkta
zl=*LOf)1I;KMlgayi)gg2LiaW)cTMxbpOhmUg)Y=*I}Mki(}(Q0#W7@1>8|*vqQkF
zoQ_X5y!pENQ~aQA@Kuk@mj{R@ZqV_YYbOHlBpHtjE~FPcG~=%YP=41#6tc=ROr8If
zfUw}PBESAMn2o2?DOvEHCtV^0@Y}|yJF6pL`zQCQed2bad~S#s#8w%6W{QA9u5c$5
z0-(%#t5Eo8VFl^C_f96q=b<+T#pKBq8xN=xA$@=A00!1xelS`GKGZ2t9#2Ya<SV8y
zu}-E(MbAIPL7uDsiGjb=w$-DZyD9rm(|$`G)NLugG5Qmk0j9rAQO06nBVhhl)GhuA
z;IPeq()?z_1JCHABK*s(veXe~r9a1R{^iNP^*2GxS(AE;Ot-EHxsC80($1rQ()?!o
z0<d94`CR)S(^jh4ZQlG_?6F?ePfoheME-)!-(c~Z5(cIi@0{A8Mw$0<-vj*)eSxe-
zRNTQ@{&uPV-*2sm1P0y;PSjGE`m>GSnD-Z++y23C3BVl^_V)<0xjL@ja26j|C5@s+
z^D;<J9c*y2-oJ%Z1Klwce2QXjkoIYf)7;t(h5Wblw`e>9NUSN5Yx;xzWGF@bcq@?Q
zwt1Tcj_}Hg%K7+&rs-YxY*~nASND<270m*}K9pNjpSHE|Y;~J876nXia}Mht8P2Lv
zNTqH%c{NWAar3w-%UdtmT@hR)a`BmVV&12U3%@>>O3}Y$n0$%Y?Kl&!qU?L{4F@IH
zc)`ed)Nfv!$?dC)RGudPW8SNIWj8K`xs)|QNgtu7t830--cUopmS{4bz6MI{<J(~8
zjyH*&_2bCeXkkga^qFsP@(E(VxzO`&AP|33SME%~LH(VbBp<Aur?mN7i-xr(CyVoX
zy<Y&;I}Vrgo%>dwz2vV~#jg1Ugc^euBl#4ZUp2OSYW}5~f3IP|k>yEsgTe)6C^DVY
z0ON-MRk$d2p@BUg?}X3*>gXoC?Rvh+XWFX?I?W=e-Rlta!5t2QR(R*$Y8De!81ClX
zoFD!Y!i|eju!P?2?O4AU&Qg=?+g>C(IX-y>IY64OcJ(g@$Vj7-&T)w>cIS)m7@lqq
z1-AEyiTn2gOlS0CHJoM0lIXG6&SEyYr{Y1Ve1~Sv#wCz-%I8K=(yY6gwut5OY}eRj
za=BAxGIh1qX5OQAd;^4!(y&^_kMp#@G%WDE-*t3P5ZNKb?3#ur5oRV~&e2^{C?Y=8
ze|OFem#(JrHXGpy(S<8qYVF0Jq#CBDmfc1XtOey?T{WlzWMy%sv#&CQJ}6j4Ab*N=
z%K_w^90ca~bRwy?3@JbQrsbsSiN|2@hH0tgzbY#_o)EubmW@FHRgmc?LZe&9^!4bn
z0Z>*5yzW=m|8Lzm7_xu;>X{||)cfU(FgZ{-@88L(<&TptO`{^CwV`M*1Wjk_dPPru
z#;b{3Eu`T#AZYqwlmExUA(01Zijwv=c<vthe{h#L82hb=+tMhD6di{&AIxE^lZ2}2
z{#io(BPdu|EIFusU;K&Q#gL>>H;r3rR0a4~Sfc8t+oCGe6jh-8iQULsbD{WdYd7@s
z*8gtDpHV?jQn~Dj>c|;&&kps{;1}B74be>HIw#@8>Njyd*Kypo^H0DtIDdoidjza5
z_8@88ww)$#SAI73<|5K__o_4XTzJ;r+1nZ7ow43_!|#Y+dxLD<4L7A=-yAgax~Q%O
zzSX-8BAuSIK|LzUt8v9m!A>6`@8cS9Azf0lfPjz_^O28&S{(PElmI)*`+H|<Bc?=;
z=rDQDucYc_tNc_r)6Kf_6jF7)8i3cks6ay6&W4%J;EZJro*(}yJ5e%b##XpXK!PK`
zZnIo(`vdtxX;ZI|TZLOTa^4I|id;{@GbI1mQ6^UfkVny{@PhdUQottZ6!GvyE8RtK
zUG)5z%Bw`k4;0)N-=O^DHzq>FnO1ug`U#(*Lb(R2!tdrXL{UrT4Yg6^SRvCq`m5Ny
zt#1BcV@b)f=b@hDEpClu=B5d{oi8hAWAwOY=60A{&{{YUFeE|-iZoM>4*s=54%4dN
z)!l6tFO+)7v_eh-ks*t~DCV)@gW=KTzW)PA?t6qE053Y&f71J(L~~Rg_@6j1K6u9J
z-yOhz<i3A56aNzjmP>|Iu>C)~?``V&tDCS!x%(eKyA34I+ZrT3jx+JL#kh?&P6)gY
z-cWQ)jp~g4cavZ{DL485%M|#3OKIvvf6_-i$Zl`JFg5K@Vh#k@aIKj9*3I|*E}M!J
zT0Zb9c(@hvr3YWqZMXEl0}pj9RP)o(x9nEpv(q@k=kDbAFQR`Ye*LpARQwY{4}4Oa
zgl63u9R5Z0Zx~X?S|r8Qqx>v{O2Lk9jZA31at1meMx01Ra|sfx8U1fcuoiu;tRO(^
z`=6M8F|Cg<D^M+0WLW{K5!$^XJRvM1uwhkyGox?Ef{RKse;uCw5C36yj^;tPxGZg&
zFYRiN8_*b|y0(oo0y~?%ZnzMdu4v!1<>%@HhZW}2Hquy9n<warbCWNVDNt32c|g+K
z1}YUL)z~f;1Re#{H*dqqS%msG2P2Vmkv1vkJc2zaylbuWUVQ6>M4g|Hjla+KL_VGL
zYO+kp>iEhYGlX*{bUrIL9j_fda~GTH7`fb!OkwO<3_a8F-s=?K#$--3?$Tl6N(P4&
zooWjn3?@eb$77pysCL`sl}p$J>mz3lr2EnJHO!8l@@EOUZ^SPt##F+Dq<zlLU&Eet
z$mObSJ=wTFDcP9UPyK5B=Sbvy|68A=%BW>+IRpv+(E_yX{RcBpR!nwD>_>;>*c^Tz
z{2aC9l(YiT!Fs8tDp}F9ZlXrQ<;Tf4-_D`Aa+RF<6=L$iD`~d7;x4AJGUBI>i>FT!
zt_KGaX{B}nG7cP<H5wKMp^A;i_c<`p^q(EB<1gp?Y#@COW(A6y%+HVIEay!Zm5fFj
zyW5y!!cRh6YAbDX<R382mC(O-?n6Jb9tO}Wm6@ehy;FPyjR{m0+dF@gCGLS4xnriM
zNPI3s7&OHcT@)R6t=6qbZ@~1C7@_y6`u&81tq+T{uKf*$6F$9jpXdNz9r%aevv=Mx
zYtL&>4r%4QvV{~=a(1@P5u4^ZGW}*a`Hy4xD$Ma~;Vai&DFxt&3%Q$+QN8hZ7<CGp
zK5bD?=g;N<)%WmJMlIISz7L@qUs02Zb61pCZz>sY6lRZlU7o8$>&++k$8%w@3RPP^
z9WemBu_%N59pdF`O6;};>bE}9z-OZknu?o=*;8hNwI4@qAg`%ZYNHbi0dFFV6~wnn
zn`HT{s(41CFgdeNV&-_uL=_{?f|hHvC}*49o!?jr1h2e18DIGdODe%scV1=A=H)Jb
z_AYGZQraGD(SNiPnPrYSGV5|w9<;c*A7T-;)S&ZDFM36F@S@NiA1$^&ga^qHG|8Eg
zRXwCNy#(P9+d#M84&VvCbdiwpR_vpTF-VS5pUwBC(3Z6(tSk&i9qp+E?$8u=U!=5F
zIc*n=#olnGq@=1{ic>I*z-5azwJ1Nh*Nw#}8M&~WSPvoAb=)Lh$y0~)$$O6)3O|Iu
zaxqOl7)XJJE5-5c423|HU*v+;ds>#Y4OdI5U!z?Dr=%XIDpLJA9ei9u>y}y7A(-Vf
z>uFyF9Kw3l4$<`C3pd4)>S?ZO9o%j=%%zm4Ey=IC|CYgkY4ZJxfH1+)Ksl!Zb8E4{
zkIE*|j)u@eB``s!50d}Y>X8tmhw{-Dn+{}&MX&i&gps|DoMk?>W#e6=*YRIx5(4X@
zP5q9)(%ComQF9<e?42Upn2*L8Ijwc8KeM9g2bz&<72er)#~K~4bj5L^@)C(k6w^d*
ztcZYUgvRglx052TN^cre^$M7lO7c8VU)c9UEyQu@JS?6qX+tg{OQ?!|tX(G?1Bu1E
zCZ^No2n{*!D69S!ZYDb`iM_XS5eg%Ja}VUaug4U}LqrkIX?;waABGPmo{>yOEWQ51
zsxOfuWf}efxR(nBahQ_5%&^ay;v<_+5KbthY)ya8>(L;PQ9z2EfIj6r7h4a=dp<yh
zd(SuLYh{@qLtt9V80K*wBI(so_NWTfG~^_D%xT<g^o-NUbM7Y?+0Ri+G<Q!qk|!%R
zY>kY`W$%v8yY~?SqEuBpU!F(~3$%SNe2(Z4ZqF(ni75CHxj!mez#MFp(szKl^Z-KK
zcwG$w6dHmI!DM>Dm1~+8K!RF8Rn3dq`qu8^zIuk4G%fKq`)eMf3hmalVe_nlCuy&%
zQD68R2E1s($<&PGMn^}}C+vOib|uz1_B0Q5<^SHp_rv}T!uVY_mWhq=pDB#zw=aK>
zjBxyOc0|s=(cawkxfUxk8vww?gSv!zGP85Ba<bjN()q_Ih=i@Z^}i-TI8l=$N+u4r
zPWDD74u8f_{+b8*^XB*52s<0k^V>-krQ2Z;)E|q8i0$oKsE;@SJj|TD&)K=Tm;t<~
zRsQRdl7G*RKptUn0=SvEcyFaak#nPDL%m>PW#-{VJ)av{KSE8o+zzSSE+%ICT=5as
z|7g><O#jWm3>zo!e|BKzH_Lx!V1}2A^M7exMms=@K%@Ew_t+YhHlDedI<JHR_{_m@
z-#Zc*gm?tP!qIe!Pte(3J_w3@C8dhq_28v2d(eYOhggc&(pHgSyDGD}W`)qCjoc)O
zn%$F&jSI-e4E|0*9jK-*sK&NKZl?Y3Ka64BV;t~nB7`g=2>8{dXjG+=Mq(Krup&0!
z-(c*n=8@JW{BZLwdH-{Ys46~75)xMcDFIse;=T-4q8d9te8~~ycA+t=wJFH6vrB*o
z@XxL5UyA2{FgHr0?NBPvz4@y;IId50QREq|#EPj9Jvz&saP3dU4f$PtG={rAy{~Ty
zYOY1)NPs}~n~0Sa#F4X?&(Pa537F4$Fg)&6MX9b_;qJEx4a=8wTc<+QT|TLA=XCl5
z_M(kMjCUT2OBS%m+sXWDLy`*(MqagyXt!MrUhyl%=rwyAfytidYa9D;fFgN}id`7a
zZC1YbL@dYJK`xNtHKKmVoyQQZW-i~5C2tNV9xraT6%8XKTCeNZ2OrehkQ(NoYi3+f
z^_11QY{2jjt5d0-D|-wmHc9ex#L@x$!@H+r+Q39g$kDg(7y6dZvRwwGcUG0(e|ba&
zVZ`WL?C)zjZhBU;taoll*L`KS;`SQIR0gXq&uS_Zpl$5!5p+i&^5}XVb-HN?BNy>5
zsL#BwV}^w-*sF*1HrgV-FaMbTRYnwzP#^7@W$x}-Xo^Xta@9k;pnR`7YoAe_NvO@(
zTu$AFU-m-5xr8%TJIlp&(|;|!=#9IBqLW6&u>ZiUP=ey)FVi`8@|2r}Q#iQVc|2D_
zBfanF(zn=w>=8tIW)AH7yDTf71jO)yvfQ@!XPBx5oOR4xc%q_FTNcC06)iQ-gkSvV
z&=F;3wj_T>QNgwskooO?wOi;;;N7r<z>aKYyTlpX{;7kWH}aDHy)HCo;n2B;h2|zZ
zEB?OxiJBc8^{AWCm(&H(xYS=0^SnaZX{Qc@v5RXg->-P!S7!_`bd|2|*f<}DW;y*>
zIeVBO51DUpJK)K|_>AqaSIgX6HlyQMbJ8X(-wex7QE@OS9qgiJ*6wc}jF6VGR*+xi
z>t(%aEQRqckH95puCyb6cHeWx0ciuZy40joHI)u4yqYxzSePm5@;GOt*SAi`vd=n(
z48F4^Jh{@|$Mynt_?O8AF?{ZMH00PwfnKFMB)%Ce2owET04vMjZ6G>fa;_1|u9^;0
z_R6vWGn3N$_suOROWMA~jtjYj!!hg>Cf?81E?ZJ3cKEL#55GqD%%v%W;)D<G-Rt~}
z2z3Q^6c<}fpUp~(R5aGcnF4DQVxAtHU^)g(4+?&lgv=Wv$C@_hY2O4}=B^x{A6X`%
zXN~P=-oT2OHcCpj?nK>HnC0b!z5R5aEA3e*S^+CNN&RZCcsgrnY8sYX-*P=DI<yKS
zCJsZFi#-robV!-od69UWvD-y$a~RCW#@43?$*9%F$zm*-3Jd0ETDYhSAmG--_nRD?
zl5F0Mw01TfyPS|q?2rp_uS;GOsYgcqXoQ6u9%yXaUW$>I935^G^A`)(NVhWEz}sGS
zSAA#Woz|GT+p6E2|1M3E(f|^Xpd?*EeH9y{B3l95Tj&8gWDu^5*s<&|1&~Ar$9`r$
zKVDdhx#+UG7sSWTAGUKM#X1gq$TslM$!4dIREH%qtLp_Vu+i0e)P%|IM!{CoTejQe
zB;52ai{9V~NO$6sYH)IprNdC#Qfu3bu)L$J+RxKi1jLCO)xle{w)3*-q~QIlkD&+H
zL?k!KmF$U>ZWiAx<OBN@g4|WL=DKwb3^2})l_KFvU#cD*g@2@eE2n{-b7zJjQv16S
z-D~Ewrr^3D)o*F`LOy2t(e*3r!It(D2_wWM4|J?6V_8{O=nwGO-%7T8SUF>EfP44d
z6PxWKO2@w6^Te5Wx`}OVhvG>(@kp%3j53)`c9W(@iL5+hW6+1dAA`VnSCaB;(Y`gl
zOU87J=|z#Qac$o{12y30`$VQ6)Pb}2^lyMY7s8Vt_diat2Sf8*W2&-xPiP3mWwal>
zw=CSAISzf%lVLe?ndzgE@E}v*K^EOkZ0Vr^4MB8pYQHcnOnJ;@I1gyUwLr;qM~jg$
z5B4o+rg_fdMK!|l>C3dC25zY^H~0o*7m>HJ;;Kc4ouw$><GZ;^jj`WLQ8fZvC7*m2
z`jqFD+m4%j=vxY=JeYWGl^wvh&gxRVXVU_w?@nKD0~c_q+)PQ+wsuAqV{ozUP3k!M
zE5Xr+cA=~0a_u>dZdaX@Ct}P(+tQwy+cxBr<Dw@En0XQ!+RB`o9gW)&<za4FP~x>z
zksIgytfS@rj_|ecEm&nTBgW`NoJbMOln{fv?G6MZN>|qIc+7{?4ssuQefUY_Tmff-
z+ysJ-Uh*)D8ebd8rQ(t<z7tjjN3i#}*(WA}<jy%aPE#2?^PYc)HxaxvSk*M*8-A<4
z2_oRGX<pm5+T7iKwz2DRk7R50jCeb;!QDZQidmV1F+olxB`r6uulLu%&|?$GAiL+h
zZC*-$04TOvPOgt}gT4R9JNl`Uq>fyKBMaHts9N>j#>gm5@{*#=Tx$5wdviQG4!oh4
zxtw)&Ry|k7SUmJbZ2^+;J0BY(T@(edU!rjX;zF*@-Q5IT>4KrPo$}{0E2UA9mX1z@
zCAw_Ql;ry)rc55e^<?$TMmaY}j<P?ZYI(iK9<2VV2~mg0_J`r}-LZ{!>ES3lA$DlG
zs^&V<u6axYPkwqau2nxRE~l_(hviV0@y<*A<(Y!OI~J^FEesDD7nfhnYo;taEplU?
zTKM`|4J%WL_rb4;(NnWy1$&Cbe3QBs8zkOp7#LY=+)Xbq)nGxkywQ%FxBIjaNVTb*
zQMxoSG$A)klehS>bb2Q+n%PS3ZftEn7zLZhFMarrh&*IM4K>4XdezI&;GHCH8Zqz4
zi+M&}D7|N!HxtCbFc_mh4Xx>6jLyW#JI}&LPI~fKTOBbMgI1oN7Q9^dhUiLb88oy<
z;GHzvy*A2C=>FdpsO4A!;$O$j&5YOTY+u=Fb(DO&$Wu<~IUS8@gngBg5W$<ryf;dh
zw;aR5Y~kgF>@>EnWenKvy;D2x(iK1gdfm5n!u~XxD|x{q#;a=}ZZ^G7+UL6H;kOR|
zlFUVsq}0?S2lsE=mZIH@JEvo?!suy#@2<txnH?K);aZ}4Pj=sC@Mpyqf(ojl#3b{1
z`UeHYk>&{_KQD)(v%HP^lzRM7KW^<uc1})?uZG@v6Do<3eXuuB)l}#;yh_0GflnP{
zFRm$_Y*|TaslzMyM%L<6^Mb4(brbix#VX7y<IL*J1o5jyZgqk)rx}Qjjgcx!nfN}o
z;k%6-#Ba1`&Op$fSOx!>lbbv1B_Ja|qb@4EiIu%O2@z=+b*i10k(;7Sd@e*murem?
zC0y36I_(Xy|F}v%ix%hVtZa8+cMhw6AmsS;rxG2<^PZ(I2O3_x=CP|DYttBfGIN5|
zFQ=~3t%g?7-p`y{pc4>J=^#`JgD8aDCj7@)h_KVfl)Mw}i2Q1`9Q$bTv2LZ+>Ae%f
zG0)<!<KQBD6>Um?=%qjRgi!g_O^CWt)cL-cj1exaS85QS0H<a4qL>?8e2?dj9j$ZZ
zHX-Gw&@_wAfaPC_JSkjU-BMrrmouN|o7cW-MrUH<-_BBB&WBAmvr*)pWb%3NHJxht
z;$M_Pc#B=H1YFGYWp}{X$IME4WJ|^>dj#OUgIr2WUO`p`kN3Yc?S$sr{Ha;$vBtLI
zLTZ^{7*zy8wMqV_8POA~C@E(`sVq%sqng_?Cvl>Qn^gTA=-V&wh)o2&ixfgx(mmUm
zZi0DB^-fR+L<^Nt^S>f;dvd-7LNFCDC&_!i=A0cRdX)HPQCfyl<vH-(xyR1bmJ&XM
zxh2ZA&T^DToTl1-;`=RVY1e_bYCG=B_s7zy<fJRd6^uT%hGLkx%0$c2b>t^{AEd3V
z9G|LMB+KhM`hd<G4BQjbsEQW8|M1avm}AxNQ9J)8&#mm>|C;24x$K2T597`$9dhxq
z2TE2RC+!iqC?cgW<a&Wep{a)$I6fmrWM3B$FQiqAu_6gNIF)oVVWppGaSCE}e1kuG
z^Uv<cvzd-KPrXkR`Fbil{_aB6O_=&hw6QUVMewp~fvNYz)TM;e`$?kcYV7V9Xnz%r
zpODz*)g2vVU>G;C&*oKZ4$N2Jrp(N8VLRn}K3_t+fzL3PeHSfGs8h<;dcIX7%((MI
zT&a{^$kT6Z$7xB+3-%AWKg5M}m0Coh5r0J5SL30tcd@yNBP<rizKpg))sQ*<ERmV1
z9hhKpC=dQT>bI+d6`YTXR?b7h%$`)N;{{Q@Gb3{G41pj;UhOH7e!qd=jeNWgupVw>
zW~!V&+cI0{`?iPU-7-`M*?9)jDwi3d3<@+u(rP;DV)pbDej3aw>M)5y>)vhWt(u&y
zeLEhYr1xHnx^FZ|aD4WxcyA}Imtah*`%0hw;;M^sp3M5Q6j3QU3TtBpZ7=<f&*oId
zUth%t)=L6ALU9p_+P2agryPF#d*wcU%@?c6pd6Oi%K76=$px1cFDu6ZBcM=i>v}<T
z%K5m#YK|bZrM~&dA#BxA(ouhSlGusga}lFu1XP_^P%mwFeL~>)e6OH7ro`4tiYrBr
zU-*8mC9M0^Cn144zw-^W;d|P6Pu}|2>^!143kh5=Ili9w+L@}B`S_iVAr%IXyi_S|
zV-Ece@RBbP8tVe>(K0nPmBy#(J^0zt#$}JHfb3eyC}59Wo@=kDJiwKY3fwDLY;cF&
zEO3aC3yuMytB>%XYrk!|m#1-lv^ky^9?>iTmLB+dUi+*3BPQ$q=VRNw+DWH??0$%w
zbqId7myv7#^YlzuU@kT6gwLVXWqy}vv-aBd$q^;js{HA55=!S`kfYL!S;umxDn{t+
z<E`dGidplD2#3zAO(qKY`D4c~waC;pB*~^3p{K~+6wtF=DUv7YNlfRJoD@%rtxh-!
zFJ4|%++}v|Tq@<}w!b|02x9X({=|Kv=^ODtcZYXDy<3_A*Dg>k0@%E5S+eWnU4Xk8
z1_g^mW!g`>d8+v=jlu?7Ea@Z1?tE&s%^TF%3cQNHj>S+XHKC1bpY`y3Hw!ZNBg`XC
zc%q+xL#(0Bk<-3{iyMYlai8{k*^>PW70?DhZN8Ldp;Y2sseO2&bL5*bA0iAk@N2?p
zt(gy6jPkL&XSp9~Jep?MI61Y{CXZS9JGZ;NU_#>&E^k?tAokUPQV*KdbZ1!E*s6>d
zDbO6YdS|vO(b#xc?Nv{R#MD(MegMU`NXU(%SGZrn`A-}}g#28D2b5vXb9Aix&hX(w
zdzj^-%_ri9RFjcjIl=o6`f~?ZhlBlrv$W?@a}RsN`sIi+QH`Nou;8<j_@vhGwt}f~
zb$l;==sgEODfoPnjeE4Wh>^=ojsOeLmWi91&^j_>yngu#z~Jbz`&1Vpd&HQWeaOnE
z!OsUkQ?my8*1Ny^Ma<-pl(eJ!#kwv)>Aq7Q>92PmhkrhJI!s*=Md--Tlb@WDpxLCX
z?qB9-NepMqO3m|oBDsK*W%(Lz7vncrH}aOSmvt&HH`hSApNd3zI0}bm?GuMwD~I}e
zd=g`>K$}Xh?4yX#ULy;#MGf)i5)xAJhK`7Sz2*tbLeHQ*CEun~dFP-#3!8GQuI_%>
zF?N!u)@Nld*f>^e6P<<eEhPAER*b@7a)7B?*^c3mFlmU%Bx}c7R`S<8lB<{Dp`X^J
zyU#`P8()T7gA6U4%M;re$A9GYbrn3MXB3)R@8aqnj%^_!8by<rW&ISix7Srx_VAjO
zO;99cXhf{%bOO2_Sa@b>vwnI?G9NoxcG;4UP?X94IFCllpN(f1m`js5$nI=!Xs62~
zC@}a1)7rj4VF~YPJPDO%Jc!1E6zNrQ;4)}O5yamx`gw2=LXxl^xG^{w5fK4V4GDkL
z_C+pSEn=x*aTI!w5ugcoWdJ@VMKT$wCy`K*i*zn*8F!sdJdNsQ$H(JQmqh7?WOJ#~
z($Uz?vr^5sDK=s2P^@DMBRNC#6|WJ_h87Q7Hya+CDlc3jfTmMZLgMqAlU89K&N;gM
z=W4j01N?(CGT5HR;&1=>0ewxN8`?DNN3D+YxP$}ts(!!a%Ztw>H_K~OBwmv&vJDj5
z+gjVcJQs8RJb3QzH{^q}ZL}EAB-Co23{D;ire`@An+#0ycHgh7JFl+`SlcXB2YwX3
zk85Uozd<v_42jKh(S32zbGq4sXI-kP889zUiNoEjx3(L;x$W_4pLNcovZ|)C5(hGF
z?#?#x1Krcr%6glO<iQKVn)QzNM#DergFolC)SX|Ce%{%sjICzh0ao1+S5sRb_=*_#
zYU^cGug?_R67(4^PqH*OH$&(+H9k!oOgx^KQ~X6fZeuDAN(JI%VSuXP(HH7gR|$O<
zezp}}T(t8+=nRb(3F2&YI+EKm^HdC@$6nhBD}ve@j~C=`AX!Kf>7Z*KyNXI<(}NM8
z30($C>#DJ?m+s~)dqvZgZtZNzl9IsWq9bX5d`2=o^{3b?S8pNGh<!!PvAKDwFP|%G
zc~gX_XOKn3P!f^{*&1UX(3@k&Miz%kG9#ZYWWXx#Khhuc{3R~-GN<v=ot!7t;vEA1
z{<FRxTba>>S#>L)Yrm)4V5Wz=ve{tFPv671#&}%sn-wN5Rgu1Vb|60y`5=n8-{JW^
zSpzLC{@xF-4i9IHNGH&o{g01NGc!$%L-D`55RgCNk9(Gz4ZHuz#N?5+^+P|urWuCm
zX>uhUkmmb=me~}v_XAz*+9|=GOY~p7VHRPIJqrdWkP;GeJ3CA4aR@j&ip9jLE-gFR
z-KX5WcW)a6dTqA~pH#DwmZrRN+&|z;6R?z=J2>F;^~2zihLQa`G`F;|A(x->#TPln
zf3WqEz^*C13*X)$$<iWq09s_LtgLCX6P%np_WDESJrOaPHyF`z#ENwudoS6zUCbp7
z83XtCFT=v5m}C6UD#~9{y%F-BiA<U8r99Lj=C@5hRM$!hB}nDhn3`peNI3iWR&@;9
zpkC{7c{!1|3_dR}r<`0@G_i1eP?`YrXB!RW$Vj##QB6GqJ)pw;>=?kViaqpS*!rfJ
zQD83H^Vzm-+qP}n#`$d9wr$(CZQI5@^JnfPlT6a|p$|LFO4Hr$uC=;=siYJPas(*u
z;eoUt313poa?D%p_MUJ+`r_^re^+2>(;eIO^t??=HEC-HXSOr>{K+>>q0{r7loTQs
zJ7i8yGk!oXMEYRE#L>=60RaU6(yfu6Y`(s{gq)hK1Dg;PRS^*(&FqhidXm?33x<ev
ziOXA63^y053jxvmr@&JX5b?p3lA^q#n<uJmfR#-Qe%Qt)TvEDfe_Ydx8wn0~34dsG
z6<!dKgyej$vWl39qC5az@HHR+`c6ybIqa;b0v<~Z2dfjD>V%WFCgdmsc3~0f;}b|<
z+#oYG6#-36MLvy}elM1EYG?>Dr%FUb4e(~SHl|$<gqX7gl3fBFNojcvJuyBV3+9Wr
z1Rh5xnAt#0P|!d{<zev6GA>WI3Uw`*DtwHbQTQwawt>;<&a*UcsHouGj|#W=h=t9d
z)LuXUQ*LEofGR~;SXe~Z7y~VMtnA_J%#pKXXpc9_9uWn(NLVCZ42#&r1P%++aDZs+
z(2K5#`e^6VPoJ`<D6YgLo`|!9p5>Xr<Vbwq;4AU2j_?EYc8f;i8@x@&+0!2x2%<|#
z*dG56{vBCdAD1+N_h;*AbQm@{T@s+R#v|gPPLQvDzOSGB-gV;b_2brRZQtlEhdrKN
zloF&tBzq4Ukq<zyI7Um~JT0GZlo4keVDa2)uV0;?wjYQp0a{~{Afapl9XuavV4moc
z4$oajGMVz$!+7s;w0rw;w1XspH3FI|y&*U%+qTm-kE6ev2M>@e#nYV^D0WL9Pj^{x
zUp`bNh$Ml*$}kI<Lu;m-&UOx=j9F?{=8arDJiFumL4-pWS1`OZfI%}qg|I1tyg0ez
zpQ~ax@Xc#eT1HrJ11Ri*Vq`!t?=7xHgf9v3b(%riq&ED!q49Kx03}F?tWH2*(|4u4
zWn@54LPKgWwk&%1ER`9NF%g6Jy_-lK0elMijBXDasQnBhR=?yrCt5+(Eqf2I?-3&}
zx)GdOGbh9WRCY!{&v^JB;QU@a;k;iRdC^Y(fg5oBza&6^hW05(YS+vFTmOy$!)i$q
z+)=%#)2&H0gd9x*ryU<fBGVMdnL?UJ`W;>M#9;?1gEFm+5GO9B!V|Ip5R%Doa87B~
zu@1u{({7gNw8(%NTBX8fDS~UE_TYE9($v?ytuB}?Ja(r!3IfCrV<VIdeAPg+(jiYg
zO%v{uWGb(1Xv=oHQ4F6rVutH=B}E|XOM(0AwWS4El>h+XXfv7A!#hYPE(3PLvx~3M
z)Iky5X1h2?6*7jMHwHA*UFlqbI8et!q2Xos-koi|8~^F22(BA;XFLd+n;dLxy~mqI
z;p5y60{~fqQd2J)pV5Gb>=(gZPd?8iVV4jrmpiv5F|fm%SA0*tr5R2BI}LG4M|^BX
zCFlUq%B>@eJKGs~8ACuHV*da+caqK&URB4NIfSf92FT$_n+`vK`nK-G-f9Xto9nx_
zcn3gft6juOPMtPP<44*Vw_WwTE-W<}nik_y5G>NQoDRIFstVB;pAmd4w3ihGj{>g>
zRV5hKzd#8PMp6TZ&0Wy5H@3j&uM_4F=?1lh{{|R?NCrWGPF=*57R>aPh98THnuY_Y
zI>t^59PlJDaK!F{J~%MC&_{ERO+a4+fvXY3F6J<!m4^(-=bb_O&{(`_wbHbDP^J;+
zX0}aM*5G#&0=JGb@wl?C4PA13+>2yZU8qUf8^lmW@wGqjE-#SI!gdNS2!H?;+4dCl
zjl+_QxO^0I^8uG*Cbg;EF*rQ@32-wg4)(L-YChL-!Ry*_Lt54s6@BY8FrHZd2cMJ_
zosFTtE%frZq@gyo#(EHp!GP0^F6LzyD=$7jd?-x_BfL|h%;SfM!MV7-x1Q?FU86>t
z_H_2$gfHQ|;x|mm1WU5#{<#71J&g`2M3mvrzvUktMK5TbZhZgm%KkZNJKIQXG2`PG
zlOeZ&d&9s6CtBhbuoG_1^KC9Phz<l4mD~3oFlR4NW(N<Wy^9ap7A_&2*9tO4aMjN(
zvF&nG1!wS2bpgf|IfWTFT_bpQCIaAhmZOj8nt#JR+ES!LEjSe3BRaAVSE#aSp}m*a
zU^`=`AZBc7qW||@RE$Q%O*Y1r3U#m(isu`=SF7|ws^?g7Jt0f4c8xQFm|KnwY9j8S
zFiDu#`4&=ICeTUguOh6GYeQDN!yV%_-eLrM2@Zg;6dPh&i7auYd?v*Z`xRhKFctP{
zxVUGY-@sYb=h-~adPxJ_T&~Tsl`J|if_Fc)sXP}TJMB;uo*1qR;r=WNuH0BaIv_40
za2+{aiTyl&UOWLr{Z$i@ysmM<H0iwNp0FM>BX5qG2j)+z^1ood7@1oFII-AJN?f?G
zUuC2tv6dlp=tW>K*uZ8e0W5VA0qYdKB@1?Ur7?Q!y4_Vi+*@;Nwal+*$eG*6m-qmC
z{=pV??)!%CIDqj)Rt<k#xJ_KRxyItfkxXRl=YSJ(DFob4IyyD$GC-^>seOVoQe#6k
z%&tcz>K##4*}(I|%k9p#2X$QVcq3Gh-^Y59=H_6_X}(;4tiK8Gd%V<eoL~|XTSTti
z&L%>E!4x$IV)FQ9T&6v*Jioo2Cmwwe-`l#8+6@0fRFmhLSaTYAqgY;_7_KO`gA&su
z>zSJ?K-0;|E5NC6MBosFve4H=I7#MLh?3jK^&vY9oTX4I0YEqe7ovj|*j)u;aCG2v
zPpzXFq^O8nsFvxElp}-?l5x{UK_tf^mr`1}Quh-zN`?w0DGSL@@awCY9<Y`fsn036
z$W)<$!{N4@xr{tx@Tzg`vP0;^A*>a90arc~JbU)3#28{H`3s4a$Y-mBx%1hxAN9q1
zhAs&uFW&(0g*o9zR1om*$ps7bOR|HB^~E<7NP;8c>O%^}!M8PNlH22ds;CFQo&@(_
znf9ZR*Ma)6Uw|O)h1xf!0iy}(Q43~KRWKF?ck{zymmo7PDkz(Dq_z5`i}(tPo3HwC
zn=YY+5$1qL(kH<S9;kn`IZWXzg_*I@2@B<iAypC8fDZM&eLP<6Vq;S$D+hw_`)CUY
zP5%14^~7z4#_>AB2!%fGfy6*p$V0_5ZUny|T8f*Q@FV<5j#GK$>4OlmyGFXf9zBw;
zt1oXH3q%%zW>6)2!GTOsgWV{NayrJ}qaMIl%?G44K9+`x4E{vb(5JjAG)sx3Q-#9z
zQczcC1hMTtQR+J&yFAR2`cTF-pz8d6!7c9Wd&O>}Ds{^w-txSowSNyp->r5AV_(Zh
zHpGG33D&`1FLVYw1f!Ql1dLYz7k0D<^P2VN5(oEffb_rJzyrrl-ypb+^%%c``XdW2
zu-}wi?O)GiZ)}hX*qEBNU;{sK11BsvFfii|rJt)Ko<>3~57~dk>y_tsJ3Kgo`~u=9
zV+_en_=&zdd&CtFm@F?!@aHcAzArs^6+j;a`g$d@{aYH;Mzem_S)^I?2r&3j0JNct
z0KtACj4OFi8;CeC)~`EMlHeYBKaYAbpz%Gu-|Y~K2?~$_@SX13eIT>K*P0(cB-qUa
zEvjJ&?3O@b1X$F%z=S^Dq%y!KQjmp&7U3YWyxtL@3j(ElOoJQBoS!~0U(lZ19@nWD
zs7P=dH6|w|!BGI-+CNPuexz0)rFO5WE7=|Xt9Y6i)K029I|Y4gO7>eA!YEcHJPhN5
zxVk>%D-9yz1Xt>YVgH^szWi#}&f=5CL7)wl{9G~^w6e^7uaHn1$}7(ZMI_T=pl=1;
zx9P2bTs#<&eO9MA=ljEKHH(!9Zn*dzz6TugU&}o?uw`vw+^D{N`)6R|(X-#i@^_MW
zu*L!TdHd_KU&IBlEvOBu2RGoDfUMuVE5pJg5!|Ra{Msv@Ng)zO<&>bLP(|{;{C^Km
z6%34nH-A3=QoIEOUwZ=hjA6nLQ3OXKAC;rD8Cf(^3tDjO(sX(!!**6$=&JCT`U*c@
zC|p~K#c*Nsp4e|p6!cyLCFzKLn~8&aLX=r?+$i1&tN=sG4j#9<w9-Y5x9~_q!2j7G
zX`eKU#AaQ}1M;GxO-&&Q@~INs8v}$N*V%yt%g!<R4J9YRVNUs#(%QxJ@<%Aw;YH-K
z%@=3Aegcg-001<CawG-@{NQJubOTCFc{D(??GFr1V*t_Mj^9>~QG67XNGF*>6qI&P
zjZLbGZRzn=nQ!GbVcYpcV_PNad}$A)pa&!Z1^y!pd7A0EGY~qD_5SZ%w;KgU#9{{!
zL@uBRnZUS{dFsD;pE3kd9|=$B9k-XIDQ<5JfM0s%^>}hWpVLc|{w99PS1@Rtw0uR*
zLue)5;DKN3HN7h4V!7vgrrdJ19xF;VErQ$FXW+WgRO3vOIyCC>bL0Nlb|gC=IsvAw
z4GZV;MfW<Piu$FszvmJkN=baRar;2-N@a4e9gT;PmX)$~O!0vK4kWEHVfiBQdQ9G!
z>Gh5V_cs~Gb6Xg<RGy%5)}-omwrI;hwy}8;!QFat6jvm*gfT+u4&@Umf${djK?)D{
zg)?c?RrSI&eze8w40BE1^!4i=PTXKnRqjt*^k(;p-Mt?TA|P4N-RX#p?jLEvxNBXk
z7I#ALs!3M4h5>E@3L=h?RwKtDw6PWth)TvvY;bigx@&)8c!G#5aes=W7xL-P828}o
zZ!4{BGoo!@G2a&!U+TtDo9reo)HT)FT@t&3m^zRi2P#v8>?E!c4)A^!cw+#7PbJ7-
zr%E(Nb8|~t-#H9+R=+tl%-hcB^LS$8R(=ZOXeL5qE`_<85xG&%U(Q)RRmJAvr6Qg*
zgoAlUNdW#dlUET8no{IAvA4&+<(cTC-U^TgoqYr$?lQzdG~|Uk=&4=dFNlKSHo8$h
zS2d1Bmv*jd%=~Wq0jg$$W@{?tzq2Q$&kAV!1YFN(cD3Guj6DvM(^Fy#Zz?Bp<>6RG
zCfZqcWqr%2%WAW8%4_T4sHUZ|f*H#qyO?LWq(Kv6*p!exVC|pNK!VRcXJOO!r+h(b
z+V9_Lp`5(v7jI&2W3J`dvb{#90hz(c65i{paoN?`En}m4Wn+^+B-C!HQC&O|Jt89<
zeRBB?`qv>exC4(q_XiH>M_Em~!N$9*m-<f2sUD!F#P7Djl@xF!kxswe?wyTeQuxH;
z){jl?Rf86{9u}*OW-cw`9pH3+PeU+omLGHvlB|GiJ-Qzyn=UjYCJzpgbrzkCrJV;o
zKx!ho!LNuBq1K+6e4=Q=T$@A#_Vv1!5FpNxgrK`?mByFH`Dd3ja)ORszz%p?N>4bQ
z0gZ_bV}WQ!5@qFjl#`!10=EWqkNx`l8$@EWVcd=kXZqbuo_E{b^gxT{)?Q6VAv86F
zu^P}hd(J}5)i+MGCfBwfW7{e&i=UoIpFW3q7w-wBd<v>9)hA9e*NX$N{LuM=hi}8-
zybsTRt6uF&r(lHPXH8po*{Z39d47=LwOw&-E0WA?{dRpIzoY-C5f}!d0|qXkjy`<Z
z$+KX5|0-oYQWfUD2O2poXXrGz62{6y_tdNHq;SB!em!S3lZpd&y~a2j(S1d^{_5y#
zD;^<4^s`~t;s$e~p8AwldMChJTISGBePA4wN<RzZ=A(ZJ7&a=+FXG*V+8E{fypC;_
zl3I^RYqrADHWb7tLG#v`bY2EGVrIQaO6sjH)TeA6P(QE_!~aXRL-0aTuYWFAI=^1|
zj|ypMYtRk<t0ecY8|e)G1<O(nR`|b&Xa7Z9`yb-j|4AMDZ*OHL238i9|Ie>uz-M8k
zXJ`IjCdyZy5MC(9%dhUHH(TkQw^}#T-E8gae-Xvk+T(&r8Ul&I6ZqGFfte+eD}*Zx
z5Li@^TMv3rDA>XU15oEWRxPWwwr!48J_%PS^QtGje%%2XBA**~Uk!G5UoSCE_-46h
z)7@u&xlgmwB>))+9RZz@tJ8Sg59sLLmJJJZXoPPDOQ+I#D8?@rkt8_Hak6<k>)ftk
zR%ZweU-!S3l&DHpzK#dc7U_Rj;w@$qSe`Fqtk*u#74|9S+KnWfjGm6Yui@Z_R}s!n
z>9ktCrYkdN9T8EyBOuV|^t^8xdR?+!NEDWxgk3V#n5#I<PFLdP5I8!*5?ZU&HFxW7
zaaPsZ)NoIzbo^nR@||gCu<UbM3}p^EB5hx1i4pB7FH~uGE~g4|lUES8@yHUGRBLq<
ze-#&qj)h-W_A=mBmU0_q`KFq{t|#pUo~Axnq*i6SKV=GrAnn;ZY_Hd&Eh%V#emQNt
zwl$<yr++>}$At$^{Pe<@_39&QN)C>p(AGuq^78~Uwh~*-8(puwP6t1X*s!rG(vHj7
zS?s-K?2~A@R3(et=zpMwx40YyH{52;m;;F^2Q|Ts$=ISpQ+fNk07cW)Vd%t*#MvZB
z=DMp-$9RiPu2@JRIlJ@Fq65mRlh$5WluG3?WgQ|G6sALrdgpfsb0QZYpq@st2Ex5j
zqIn&P+p;l>znR4z=7>>CiwCHlxL*jbSh7|GHt<Kz0kO55aW!kTL>8SZ)saVs*KUV+
zVLubsW=DI_J_WBX^Lr6K-8XoO+MQ8yFF7@fa9nER1lUqVFJKoa7F;7DYxVU+jPlr&
zEb|%a>>B9Rc!XNBMZ-TWx~>Sin<5m8)y|O5Vg?*YYw%(|m(Lx?BkKjXsDyUp1|94W
zR)?KGEjA!x1fgsW9uqv&*JNM!bBJ7URfeD6+j!-y^SRHU2j95ry4A;u6#~S%|Jc&b
zZ+xgQBYz7G2PPFpDq;4Lq8Wi%q|m1(FrfPDpb{$}ju0OBJTq;1LVrgVtUqUe*WK!M
zz+HW*o#K)YxS9sn{+Pi21|Bn&KnQk-$zpp3zrDx>_xw$Io^)LSvyksBHIknlNAw4_
z%_ELDO5)9<LrF$ns2r8=hUO;{L&ESkWh~!~3ocBa;>Qx>(pat?7hugxER4M3XA^_t
zSgIY9qRopf%-!ny<G$=Gk2s3|?nm$dlt_{HlRc0G9AzJ+2%jcMpig-x6`_EhHo}li
z*asa^p(jr|N-YUsssx=j$dJ0QR5*qN^GJcC&X3V2IH4RXk6;22D$iP%W(09u7HUC0
zYLEm+T@0v?F}kl@<|9i~2G0IZKtTx_bHW}Xxio7|4FeQ&h+e9==SHdYD~e>!UYGSx
zuFI~vApWdWQJ~Nlj!ia?zGsXHl?C`krLxGrM}b|ch|L~NT9!NK9K%$G&7Mf<*T_Co
zBKZtIolm)^odM3BObT#1Z~SbubVJdnSphmzs^nKXue=AiC!i_5=vTVvyhj-0!YuS{
zS5d0bH;kP+XRQx3TFfl=4V9Db<Ue_?ya$;9rY*s8A?6G^s-g^~Ed%9eb;kTG#EEnb
zXF)>)TvNE{e`$emN4*E;%(@JO#lbpnsLw>B@EhqfaF1>ICr4`14~zXLDWwwZj#~qO
zJ69EuE|19%%m4PDFC(a~xRoE8!xu(2L>Ky-Sx3+cAYJiupA0r#VdFC2{P7aF^|2cW
z3jmuE)1Bl;_y=x|#_6BhlQq#(z}kG6i_Ryf4~jcYPPn$<Ll<Y>JC6>2@6Z;<F8{;m
zCImMmow6PoHm9y&TEL$GAJ8pPG$6ZTsioF4)(&Jhu2HTt#=UIk_7BqS;d|SdS9z*C
z-90R4JROLx+#0~2ghSUDIQh&E&g;BN|K5Y^>?bGvfEtxw@oQ|ZGfsUn9XPMJL!l-W
z?`T(tt?Bwm+dr<0G8dIip|+sB(yf2+_TQ{NK<w#kl=Skwv0oQ$`ozv%_l%rFKN!D5
zZh(1b?jbs$-iWthydrKC^a@JPb@!N@@$NKYdW%1o`R1IkeZ@BYXBUC`(ER8YZY{v>
zL_SdN;F^%$5J~*#lsZ2=J%Ty?Y8A=uSYq@`diZM>h5Fdc(e7k6V7wv^H<yZe<!<HK
z?sQ^q=W+LP&k&yfKAFYbF4p>kvHzf5gZS`&E}fnUZNPnn;ez}G;{yG#-L*Q$;ez>0
z-NW+$d<EqI{-C^3drQgz{ff^1;X8ce;Hl&l3O#S_BYMKVBmahd0~w_|cYn6{;OhSK
z1vXlHCbGBs1olkv5pu}j0a507Relah`TTd;`Ow$$<F}Nh`vYw03FCK_<)2_?^+|*;
zuY~QX{Cu*fwIsLS>Z9Ve`rPVs>FK$vB$uVEgzX_?XUNLqk+1yx^dX~X-_z=2<ag=m
zU&E^|u|n+kS<{b`fWPanUA#;WYjqPK6W@)%--FT<ODI~s%p-_Mke#38)L6(L{R46x
z3X)JZ*e<)YL?VDS2*EtR@cgYl_bh<9bV3*b<S83~9t~-sERpaW0LyBb_1q0O!$`d-
z<pCdOqOc?ds*%F1+pq&3j60(UXEse%P!LMx%xO-UuoRob99GIamxUMHIPM(KNa!>}
zSoN(+PdLb^K^N#(Wu6snPMLvZjMTw0<3Y{Is-UzQ3CaTp8QrLRAts4A<OFZFotMl9
zVaSTrhrx6XBME1=M*9lMPK9Zv0g56re{S3@!EgrCP^4ze)Y0s+NOaM!QM!7-&pdIL
zTx5Z1f5nyR126Z@@8p9#gBp3SHKXYh(6|-b2#`X-7<K^ziqo)eJ;#1&5@@J^EOJO4
zNW(hRBb(&17j-5^ddBkNeYya5@P4~*-JBt=rMrLy!;|$~Q1vtcF%tm*3@vJ(GHs5j
zFa`~J2{DtfHK-8@lr7<3TQ>)3sCOeKi94i(YaYW)z9AQ|W{qh!MVuLx)hJv0nZhW(
z$D%_TXvqJ78J#eLuN6g#(S=;tZ%U6I_Dill(mrLRH=jPQ>cLLs$fx*#pYw}5<J$So
zZq}$kr5lv22>lOxQgu^ibb&tO1mZwLmUNUx0aa;Ht`1LjDxR$7wN;Hhe2{c&`KhxT
zu2jabQpW$lKWKZtUzH|9#*PJQugW~5&YP%_5EU_9<)8{}YR~F81InXbP=x^<1~eYQ
z`hb(w--B0<*QdcpJ}4K!j-z@|iyCpPH8Y|MV8%qvgdu~k4{DZZ$fgC2O2nRtO`0e%
zIg2|3`GDhqud$DRjbY2I-ka#OOFQ@<<Y`MsFqkl^Osn+|IcP9sx&iIf_0z|}3nGRK
zRx_btBbW2;8`82zIk5Uy{2EMyIushx_n1ItnPn>R%5xHZ`OI1;T>~1AbDdZ-r||Xb
zFYb#RHEl$rQ<tw8GpDl}s~lLdPp!q|?Po+c|2p1mnqZs9aF<nN1K+n@^JGQ09A?2J
zjBioxSqCShCV~K0VVV_IhBl5{I%qM^Fs2(5&A^QP?KWQEn!3ZFWP8{)z8Y;0-S5q9
zTs`FHHy|zCrnH>h6v(ovn=)+KkO9q<S<#B3&D=Hyqsv@2s#lk_A1QHI$$XLp4u)8-
zKJKi?qd3IRDe*t~BG2;PIn0uQ&3w@x`AplfK1Vr99a*n%VBNTCux4n#hDBOgux|CJ
zMy(uKuS&DGO`4WxyUa#?o66%~G+=!`+#0;|<e&<qe3yXloqeY<yT$?1lltb^G)SK|
z1d{0#N~tD|-L?Rwi`+hG)Tq{!SzynkCLOkpe>Pn=>3=TULj8vy#Ug&r$$#b&C}9hX
zY|7Y)&3Ww}dDgVy0g{znH)ZSO7qM7O?i#s!-qL1cTDcf++`7p!qpHl-xLl=fa~FQq
ztZ^q8dD=E?)BHqaf-$tnIEOu$C+UMo%y9%_Hf4OzP7=-3lVbg%E8x?vpT2nWlqcH>
z6ET=^^rFt=8aaIp&4B}3O}ZYX3LG%3-$)f9bHBdNq|7kXGrbX;<N_~u$?p^uSg|1y
zXFe3`Hz3WLtF@5R`li{y<q1-M;%`D5isgTGj|oGoHFnwfj;$KHisR6(t?9EN!`iuQ
zz_O7II&3TMxPb!;m1Du$JGc^?WCJhv$?qf`$oNGpF3D`4)woM!F{@?o`gC{|Ty0y5
zHF^4sq0pSz?bEqy0d!indA!2TCCwTNlZ7K2*q`t4Z>7y!z_DAm^f-OX?Pukn3L+Yi
zip|xo=J32}I<|X)yrbZQxo`8zLjX&Y))JAxJA-b+s`aIwJbN^MIj7^$hEB$;g~~-4
zu#cHEX25^a(!BJdjN<3a_@AVKsWd0zbF3?{qj8)-f|(%GFmguW>eb@+3XYxm(LpE+
zj-xvDW#dM)5%H$7B_-j212=s=sc++^u3Fr`Nt4D>ET7(c;IKB%;yicgc%M4L9h_sB
z$GFIc<N{NS#rC(SjVC5hTe++qF}?$K2dGE(HOS*91$;$o(g@hO5-(?B-n|j!f63FA
z4Oh&bJiC9{R?_LSeombO<nG3v!MYjw*zqaq#@z7o^!T4V$%P~m4~t+J*Xxt&X(|f<
zCa&AaLOw$p(txyt1jeWBCMH-ml6*cWE`C`E*eO~Tk!NAA7_#i$k+>&zz3`7&LZ~+i
z`f&frZi)LRP&vKkQiB`p(fRrBz{Nt12=cB4{H7HJ%Lb9Fh>)+4h}<wK#l)q4{F)ux
zxG>1YW~3&hpF-ypLP`Y+G*W>x{9||zTmc4|EasCiWF(<?n0T@iupl4tkkAL|%yZbM
zdC+_ijE-)&fRIceP75%&aJbSwR_q&8W3|%isF6kf{H7_3@tD-(QxM0(2?OaCgGS}$
znm(kR0sBSved*ZEn+ey!^YX-3kL(5cUG{Z&<@lrgxjA$EPTDp8JY)hBqi95VaYpe4
z+J(EfWS(<589P+scV3W6s+z6_%pARa*E3O36L^R?38*p0X0fvqQwtaJ6>JHZF(jUf
zi~C4s79NtC)MtN7#UhR3?RVP=u@gU^ilCWCFLBnK5Q{t>?Ag)MQ#3V=VGBq(24|wK
zbOowVlqiqQ(4eIvQQ@B59}STtCl)3el$fL-Nl#CYtu!(a!c2-xOWqh8wr`+c&#s=T
zrsyqoHtwd>EqB`u1KmpCn91PL|3x=`iK;)k*Dr~hAEX{1A3u_HIYoYo*pxA;t77jp
zR#vUD7Vgta;&6XUt73RRZy%I0MMi^}cVr|>N>9wmOi5DOdpvoYfNFSjR2ujRsH$&I
z{}wlKl)hX{<eAHw%QNSLXvk|x@Zz0HVlpUVApsHL+}2WGpbBedsIzvv54(3yHyQ~J
zC~jvOO*u_QGee8UQQ+!ol8#&s5VtjORZw*lkm%EcPg6|bD<X$+&sEb%+Kg4E9j)T!
zc?X&f7nY^fp@n%~1}87l=`U*IL5+;(+tgEB`3JwFI%|jX)KJ0J!-W0A*uX}_xJaVZ
zW2kCWIUbK=QcCeKMKH;`&?DinNq^D7UQ`3YV2EikNh*p89L<$jMV!$tUm(uE^q3@o
z;o~UG{xh0oi`a}RRBiHM_dAei;cLiq7t59Y(t0V}U`U@ah1#%=Bb&N;`1}qe(GQ=q
zp@8h)^b|E!b(OW%^%XEsKrl=q6q=j@gU8^wbjBd;kRh+Dpuys>a73|ODxJ;hJu;=y
zcsj-7qAPR#wTMc6#kP!rz50C4VTT_`Rr}$482(d0bWL|N=mvmre~>K5!3-(D7jv>G
zxWWHA59<-PQ`kGFpc1T$ERi`nI%?#l@aypW4X_Dzf%xpwtg>CC%lRf}0VdgH?Y2Ib
za6lju4D#;Y&atkMj&W{Lzm#N7oP`ZZ3i8EUJ9_QNdG!{<k{Jam^2w4wPCro@rLru7
zgy90ABWk@+<aN!h8XNP$i{lbb-cj*!NnGHfO|zlL1Uqd4#C*t;ajz?58XHqG|L#6N
zq0W5Y8KK@3Ii0H!_>zoLzhQm=Zzp$bqXWuUzeh|0q9#oBO+{G%p^8>5t;|wuUR_n$
z_q`!A@}T~%Xyk+2j3r~9F(;`!ywcoQQ6I$?R51~M4akdXpkgRlRlvx=p_-o_2fs*l
ziG|2yx}vNKtfXl9_=s5LC1LFlV2Fg+qFp0+?3EGJ!%gsLQ9#AQ=`7O3W9NH$Ld!){
zGs(g>gn5CsL_GANX#*=}YiL+S$lx#t;OnD{)@ddyGa$b+Y%VLqCZnLWLDs6QykyzP
zF=@s6tO6HNo&1xmaNX4GqQva5IhD~<NP)Ssa!~T_zT9Z3sP9tc=%if8P#MD1CzIX_
zFKX$HIgL9YWt6Nbw~a9$M8HbWQt%wbNv*1A6=0g3xe(7xvQyn7rbJm-?PO_45$@2h
zZsRRdwk=cLICGta9V>gomyo+^`}fJMW80EzhhFQ0HRUDd9#w5sv+g6PGTl_cno*D#
zK?gCIgrz<xj#oRdc(B}M+`de}5`((~@u$+NId%zEP_lKjpjr&vAD-*U;Wy{wkmtks
z6Ja4kv+XGadql1Ysl7cs3!6sq$dQ_c8f$Vk^!Sv8titH>YF?N{Ta?MtUg3I7u#KBU
zMC+KU<DdzhEIcKhh38a36Z<O9&A`@1uxwHEB^UjEYFSiMHtI=N7fpzrZ%k=3QJ&G`
zcl}CN?KmPH;^aGLznJGxJa@vpQ&!S0TOm<l*F%K9u*SuSCZz<jd~HJ$B~rC{rFrFV
zIZdRIf@f88cSnbdj>$HJq|QYSRX}*fbTfqKHY8{-siX&Xf_?I8m_U9@DGBhfCU^RQ
zM2k7GCOQsUHm(k`4%Rk$H>Zb{vzfErQWp9x%0LrdC%=M%oXFbYnwfs>U=OS()C=oX
zYxsvw$k4{ORj^y?oeCILWGoxFm_U>GTh_rE$bOi;+v;LGSPL%>#U&yQj@AO9PQiP>
zY1W7@jTeAQrad}b_MpS;ihYsoWk)rQ)@IAa&gRFts)3ag`@-}|BM6QWA=WE+F8_7n
zObGIp_}gXRBPOBAnHOC4txH~`lp7!J&L(`j`}&Is9Np)216wMN_RBJ3yNQKVW}JG4
zIno5}nIRTe(HO|Kb>W9(=n>DxaLw(UNR!YO*?HG1U-!xekSFRX1<#$8Ym&DlXoUG_
zTkYhWSyV-Z_`gaWA|9X08eLThh%v&6W7P?J{2_2mF!mzH2RkQ=ajk<_`k@OpnbXn7
zRG-4$$F$podQdX9nG<#`foJUDCU&cn_AEnSp~WlVWV}d<Cz{4cDb!>cYU=d9dNDy~
z?qM_bs=fBK1BY16tf^zx%>1ZAM5ZN8?y}}iRdbiF6$YQ^njlNtaWeM5;z87*XpETy
zcjBR7Od`jL)!5F#8~7*~$IkdYc8m=6s>9J={Zgl_>H4RB%t;uQl<q6cjL=2m7;4-s
zGY;0-hiC3d-|0qf&e;a19Fu+S$u0L3S1gQ<poy51f-$#J`k0L1Ome~~9v|!hS4km<
zsS;Awq>?zbu?y=D^R`y0u`_FrTI5l6vqhA0_7YdtY?J|pt##$gVTSiNh9xIsIcMfl
z(T+7EoayuUd)JoC7W9R_xk(=pnGvG2sY%>C(tr9v!ONDJl5UW;vz3{W&PMyL`bLY8
zO|G5kno`l0=pFxw16-)}uAND_{<YJuhk%$9jx;JguCELerNCdBx;w_Tj}7^)nYDRt
z93T%%`HD6eL$k$@y1#G{^SUqMV!}38hMSzb_dm_;o1_qIE^crv&Jb+ZG1%r;Wsg1c
zTgB&J_2pWbY&VZRD^G&;uPW1hshF=cuQzrXhxh-;qBh3zk2@tg>j>>F`I}vs8>n`f
ztX|Eog_BtCbHy;*87MeAj~N|7%h_68e8X2T4wt;Qn$u2HEPv^&ZeTZy@*NWYmb<=x
zm3%htZy?}o28`V|#MlsEhq(TGKg(}3+MF9B5`?ueQmVJNzyVto9l;6)#}S^h?E?hu
zM<BYokFh~zFYh$U<YL_EyE$+7+ZNeuLNSwS`k`$pGs=VueaG2surIq_Qw<s{$JtB~
z!!=kmr_&3NzHW*n8Kv=T73Li_$+eCY(cRe`E*Y7Q7e0Kn>VCD!L~1vqEA?zW*=*a#
zxuuD|wY&TI(obb}Ry&FaoFuCDbaz6k>Zq&N(i(@gn{1&q@Hy??iT*N;AA`I$m0~U<
zv|(Dqw3ca+vaxBgvI(^&|BK@|NLaTmXH{=E<ip~MbB*+JYv^PYl9q2%YmYO&G}5zo
z7M40`V>fOCH*Rw}X2Tc1Ig_%vGHzpa)UtToqIAqmq7qJNKvG0Z;WJ#>hEi&%Ru!Sa
zKp9b><{Xh1Cs@T<?+c+q7eg8|6GPBtIwL1u4?(?ORdT_B^hLdoSQ&h=j)XYqRN0A~
zkxV{WEsJiNrMft?rqX;S1D<-1R!aNt)qxhm@>Y6#Xl+TV2HH~WIf2T`YCMxm{mWZU
z{W;2MG_&psMIQ}8lG(WTi2UzFJeEm~3XhhO<)NgFc6l^avxTJ1X!6&1_+_QpDzQ(x
zb|(1>rlsS*YW;Hf)%rXL%l3fLz|Ta4?Y_dbJe1NaWbFPm^mh{)op))jw}*=%<Z2OU
zl(Mr@qN^WirVva9DN7y4T$Sw9xq=lc?($NLIhf3K?9$Y7#yVd625-#>>Rif1#0!m9
zTY_60&0NwN;C)_6(9qTVhJ?(VrR9O<gK|rv)pb(ogVsAs@ym#4nYGoD@`e*u{@hO5
zWGGY*4(}Qhcd1$0W+eWPs}~*K?Mk;)^wyf_cITW1m=JHS&Z0uHqKdl+2rUBN(#*xX
z#%Rh(#RLjN*NShirqUps!sejs0LduJIoE(uT^(N0Gfso^!0&nTF2#0Jmd={biS2cB
zH?3+rvZu~L#0koe@Z^DcQ|62@8m@2QY?)S<aj<KZ-o`L(6iu~w7Di=Q3*9b{8+W}H
zmM(6kdFghtljX+W(NtAu>R7tksAaV!SK1wykr<yv9UsGv7baKl(P>u;HZGw|tNWN+
z^qqVdx|NfS{ORU@0}fscxsfV0Sv&ye>WejVK^qSsJfpJx#=@qnAWD{GZr7J156pPU
z2fg@hVx`}=UP!tH({GfG`l}%iqo=W}A<jdgRU2TN_XNKng^B^5Yu=-wS7)wyCr^6Y
zjaXRqJ2LI<;4u0|O14NWCoe<%L{?Ka+?m<ltRzDdC_09s#}UF`kX|K2l$b~jD~ax1
zWGt!#I-*5N6d0ZvZ6cologY8p-)r2@Iu=Np5*KU()53~RpS{P+zJ$M@cw*SAojB8*
zzvYSu*F!(t+x(MflpB&5)QLGnNYe#obG}3}MYJ9u)y+vl?#vmi3lz*Cw`!9XFgxI)
zi=-DNXc}nYNiu_HfG(XM&@y?;$|W_Uo4#oa=N=wd)$`0TDd!=HIDaYnbOxF68n@+4
z_spmvYV}B?p!3_8#MKt3o1j+7lcbB8QJwUpxy}?kB6yYb6nBG3M4AFx8p{Rq<x67}
z@CbQYj3X4GAES!dRSqoJf@MpS)4o+cu$=1356UfDKM*W>Z<^y{8}#i6sH^*0GHCO+
zpTHyQa_i`Z@;W5EBb)TlJPgj^>nIBqm@#n6gHvsTY&!ejA=DoMy<@C$P&StczH%s%
zMBCe}D56UpGay5rooT7t0IYFK%+8ToGOEqk8uaQ`gDaio%2vx}D?;yyArwGQnSpsT
z#1}0{X^Kde_^r%&vPJmvq4tll>SW;-b*m<ro(OPE1yaUO8iK2Wb%uWWbWQQVW&I%z
zgUEtnMG9wXHr=mgDa#pLN;(3yk&pQFBK^nF-%0_sO_gwHika+xq56L;ErDvW&R{oW
zA*{2rjM%(>n7bu>i+kr+pIDrj;G~R-tD<D|OY1DGIko=8>I~qbL>(9%Ky_elA1{m<
zxsTeaF)drWRDBTlObcJnVmIrF5<wBx5k`c~dF4vID@&8y*-}(tj()QMsZImgP1h`E
z{c|30y2EwFJ*WXm(G}(kY_4v?c(EOJCEL9bz`oA^u6tpqns9o;?2fs%>3ZuC@(p;-
zok!r5)LUR%Qx=_q#w9>CakmC<q1aOxoH0{txLmKklI13RsXJZI1cbmCur~;(L)QXo
zi46J-3aXQOi@qzktFc#(iWnTybVzO!=u+<z-6GtfARXF`q>Ho*!;|1kW|g43NS)lT
z&E;WzUrV&C_Ne!W^niK|6_&N8btD2C2ut%4)&PJBCL^6A?vV+^JDDqg`_PPF=R>;h
zP5Io{{-DT)`$;9lt>JIcmEjxB*p~il(22GQ>v8thaUF`6<4>k5debxVeGmFN{JF*(
zz{guicSglI^4r@Ry`G*35*KJ7>;x$lsu$82Z;f23pS(s|kKvU$ep1J24P(urHLgmK
zkhuoxO0Wq%YteIQ+_|23)fzUEx^{V`)E^e+3}qBdX<cfMM~k8gkqX5I-U|K~@-NiC
z{TRv@F(!P&SEfFa!?2uP5}SxMZ2CaxVDJFy;PZg&;PgO^{FHUuaofGab(^aLNRdB-
zI-8WGuQ&9W)w`uf(l@zB>KE%<sR17@KJ!S%?J?>;s<Xy7A1P3<onDV!k357Acm)10
zl0}tUvOU+PzuY3ug<^t6L)_3#AKMGBL2X^ED88+-@w@u~)|IWRIJ;l!kW3R?x(DyU
z6I0d1=9=oFr9lckl-^q9y-%7TTx7K&RS*8gno=2J?;s`bEZ|f69m)!cfLcA#Q_5YA
z`Z(<%rLAC1ZJ|fKh_yhlM9KL8D8jBrS%BuWC*t#^%g})P6Y{}@yYM(TJVFy5pv2Ix
zQlfO?=CdPO=Ys%oZ_y$qA;z;J+Gdv&axeubhIb~OF|!88*7U@9F4we=+tU(JVd;8o
zOpYaAKn3^5n7Iv}V$y-QLlF>qPOhHV@VDM5$&k2mt6t^K#peJx_q24G<LPkq!YR}`
zQu)MbN$`^}W=ZVO;#3syqiU%|NRMo<>~4YGqSQxck;sFld!bjeS0(lM-~NgKH%JO;
z1;7?C>zuICIi{IHt;_YZ_6?^>vD16tFFBv{Sr>LOWLj-saJQ9wpv!BpmBlupL(xsX
z@o5~zBguR9bn1~Iz?5^!7muwEb<2^u{NloOwq~N@DyqaG2qr!pRhIg;Hp>KA8br~W
zj}dBYU5*g%>Re{yu_6f}$qMFPmI|ez=LK42;Uyhagxa>rh3tjwj?%mEx};0PeL|y{
z;P!+;5nJLiuF-@P+=)pROlJ^UDcKoD=g>is6l^(<HgeR7dgJwo0g(AVH@wDpJ-76&
zD`v?3$@#!A#zUtgX1BRM+7jodVRE=LVhJ~n8{{lgfd~m)sf9{__hoO7lHI|Ugy{3b
z7B_?bHb4X4{#&S^Y>=wFNS@VwTZk(J-V$=W7*iAz2s-2LOp>jX;fAJt)RPOufqVG&
zZDdNwVId|#8Ul)l5l&{rd^w>H_<t5(ydRnK5_)vnzN!msU<p?|(SuNM>u~ezVc&k=
zao?FhFaNAT?)`<JBN+rY&xMT=oAFmYdcGZ^-bDAbKY<1aM4IA~-6SQwW7I`U1}~wQ
zs-mvKVG@;?a7bix3;hh@Cjh4+0BR={IIYb=J)IO!wyY=zd#N#<q>g_oNuxWTVji-5
zv2$LhL>5zWUBx`3n=VaNy{^uCPq8D5%xbO6xqpM>U$+UB>pG0CVF{csSrTV_xE-g4
zIgd${sA$<!*i#Z#d5;B)hOwX77BI`9E3F5e=n^H<Xl?cUXJrM{sS>o1DXi?uBE7pR
z_3bLgJ6FR@x2$(7kr4U`39LGTe7VUZ8iMD}jHweo!_Edanit^bQP|cA<HZexqogrV
z=RQoHI)zt-QpSZYXHU;rp6A#?<8+~#i45Q3P-jBR?6Yuk@IrZQc8O7rY&n1L2}FJ#
zoDLg{5OWFaDIe4RnF-4aP8tYZ`p!R-_$er_Z@lhQToij$UR>~;Kc&cq63=C4lf)T9
z5yOK^g#w2`c-jL1VuI5G14eL4D%%4D;b#Uw2JknMM-?y?#2k<x4s<z)hOot$YKL(a
z7Cp>V%l_H@{AKp8tXPy#$$rds>bc#@B*h%79{CnpUnbv$^86;O1FPu3T#ur6V-{p-
z$uJ0e2U9N0az=kxV61dd1%+O1nq~>;#5_Hmi$*wvw(LWBcdwxO;j3+wxvzX3eWmri
zc!k^g8PYPEBx_|(k~1fe+ikzU`u=OniGruM&h0c%#G-va+q*w<tJV8#H{0x@jp^{2
z)$FUi?)K`reF|5z^D^wumHXv7G+|-It2=*phsFFd^5WHRVxRPQRM5XhNrz#UVf#_~
zh8N#G7;3Tkh)V7RC#c~`*?`Amwup8Hdi;JCpq<Dg_)6&d$;NB^xNgJS@f9AQ75}qR
z?L$F2z6U<O>B}<8{(DUGqeg$mf{%DVe8s6SaZ$FqUsj_d<_s}Hbs6rwqoja%iBC2L
ztnBwrwEsZR$okA#7s*-okT9pSx<mt80LRZ+Bnb{<k0&GdWYYKR-C@-~hebLrvrvx_
zEV4c?&sj(ViQ*T@tg-C&2dh#v_<VSoTx+uzQw#&$W4j5nM_vcXp3`2)qvry#TJ+K$
z6$R`{U?d|~?TYzOJ}w`q3j{7OZ30~3FM~uXirL<%-QYsU`6Zc6MHDZ02`$L%@9Vk~
zQ^@p0#xAzaPnXSSl1S!#@rs0zB$Z{u-)XE~^K0CPPQI<5zVF2n==SH5t-W143%<l!
zY^9z}+fN%N*DH;OgM!w(?CHtS<K$^vE)|XzJF&s+PF}DD`q=$?055al;86tAx~oM-
zFEOCbARCj-b=Z{0Mg~>W%C#dY%@=l9d?a8IB;#~j@k4?TLz!-gYpr-~BUe??76hO3
zvx=rCf<VRsqVuSGJdZ77v{u-(x3Wd?T_+HWJ&Pc+^L9e4W=^P`2;pnhY?N&L>agLj
zeNf!TQ4AW!!E#P6i|w<a3NFwAv=*x{a`kLiVpR3Wu^KV8Chh{`ZPy$vHs{U+`5v_%
zRaiTm2&wznT7%75XUKw431)39#=`xEO6^GZ#1&&!2GS;!$d77HiPF#}Svi{^CAt%O
zF*%w!rN62Cb(N*F(FPtjoaOW|TGxOJsHhqu{zEH0Jp$*Pt?m*`YOGBkPRG4JMcRrd
zHCQjyan$5MZCN|MFi3<nc_d^7tHwt5Syl7vp~LF)=(x6oPe_C#1MHCO<8pDQq<!M@
z3_G6Wl{QNfUx;xa>0i!c>m?F<sj$UO@xVJ&Vl-vEZR~B7Z3JyRZuoATZ@Thm)(Dj&
zEKypFH7?qpZ7~jDquCgxSgVHARssmOmGD@E^f3^7XMhif`TaD80bg!z$p~15F7PDs
z)E$!gZOUN3@)oPbHB#FoI;rLm3V4>${NsLckPnYpe-;J;#223T-2G_sRJT{>0*$x9
zL5TiXv3H~-MG#;F2WYbAsQ|+g0^LP<{g&m^Rtnv5Kvla|R+e!S`Q8OxtRKJYihZQz
z%l4DHWy|JHQnH6c!yTbSr+3#?@qG&PukEwyxrD1gLL*O<t`+wqL3a6M4&FFR@y7Dd
z`?N8+9N3SeLPykGC=?Vrd*#qgU%0X>5r2%kQ6(e1VRwLUbziaP)qRGI6oA3!;QyVM
zC?oQ~ZAPyq8$%gNz%#A~6OUJ*|A+>Q+C}$_!lc(kLceDGQy7^N?603Jh&dd;6DJD_
ztl_SdsfN9G%}38`IZ>6Ggb)bY!^p$8dyJW-LT`C<#ClArJ<jt+>lpI{_A1RD4Q$VQ
z$IG4KgN=vl3Eqr>bVRmJU?s<7<00Sjq11(^ChpblGNNZ5(@CuT(neJt8Ar9T3<BH-
zqw5TTTr;B!W=<p`5gTvDNH*k@GW~#ZDoj~H#6|~=mhclJCb$DRY6QTiEoC)})&`Lc
z=6V+I{uDIQ$L-4>`#dTEZHrd`Fi%h3lRxq$j-h#z_V8%*&pzIy{k@QUBh!P|$kj1+
zAUaCX#xqUz3iw@wm86nYM?esof6BK6?_12=kMV6n%ARkYTpm??wwPq~f|4A)?635G
z!A*k5Rv}-ikhS#Ldw|TL;2#q<50#f220kMKENYvV>l9bd(Cp3HK_M6JF_nITbVRpR
zf+2~zco@t?QAUWT+BR&6Jlz3Gd`SEs;}QUKE^)Mv0t=K_Dfe`{JuUZ?(kqs6eG3M7
zu<~&Jt4e5jbWr_P+N+5=hnUE<3KUvGwh*31gqN!-XM}JM^sFIg1TAR#E%~u!$oZhh
zIPyGsc=cqzECIt-0hc;dR6j!<dt{^I^WEKt8=E%UnZ(VWEstBLN4-<QiOmU>;~>S4
zOy6GcfY&R+e_sRqlv$5Tuli)YFn?3C@~OY7*6`V{=rF<~eC0KXY|v#V?WFJ~_9Xbk
zI}h07ni;?yb!d=>F<<lm%qBz=7`FZ*7+`&&eo}M+Xfq)*Pk^rbaTNB0Q^0YJOB|H?
z#z0f6AouGtnZ!Q^%A2n`o5NaqFk{LDKLY>wnJfE080kouu*p#AG>t8ENF5&c0IbWK
z>nH=uV+9F-t%+nBfwzD`5>$pU3;31%+WG#>MQq*JIju&+HP_pGGCm7|X-BIj4I5Ub
zB`<>hF*kk9GIKA}5qKig2zwB67c8xoXo>j?9=D_2&~M9-iQ(CYHq?()1VHOKLNM}&
z+o5A>^J=7N8#=WCXyF2Bl$zWgpubZ#(fY$dU=1YxOw9BuAzO;NI>i;rs9gLn^IGbf
z*7Y^M{e%$N9%6A3bS0I71R*i7{w|4Ns%DK}CX~*$3rQ05fGz~;qsmZG$p^!!iBgII
z9)z~AkGw^>_6FmdjRhLT=3tVJA}oM#mn>$8=Q&WwkXqJk5WY7kqyqw_BqONJSz}5s
z>(1{&1k(hwBE3x)1uJWY&oiVfUbw_?)i{-Gx>)0DbY+|G`PXiavZ-o}QVWI<!<Kxo
z71AJOidQpQRa@gJ)Cr|J1Jt*YY$fY*@rv2Z=}G1ZJEoG|^peICuXndkea>>|f*08z
zWS=foS4}rOIX7KnOlv9Y>K0e6(Ca7}BdNVulS4y`<R*a)TAVoit3C+Q`Bao?%IS=>
zXBpJgXUPQ^_&3_CWRUqJ09o*BcxE3N=|OYEAv!H3SA3_=_Cc??sSGMdFP|$p_}P3P
zw1z&VhIt<V37iE1{jlS8vb%UI**{>;dNooH&ov#yCV%vn6iS!MC7UWcf!T#|g121;
zNtsxJ@W(Qlvy3O#+v;KyEQEZue(tM8xOThcQQbbX8V<cSbLJ1mQD`<_dAmJNdk+pX
za~GouP<u@J69$*3DpnRJIvH!W8hn2P<#^CgdbJcZUt@WkvvnwhkJ+?Am$2AAG*Jm*
zzp`+|+<Wtra>p7|cH)?~;1jqh5{L*wCzoxLtyL?HQFL6#``av>JM>2f;168c+EUuW
zs03Wc3&tF?@WToKh+^2#F<1peardumTlMq(EtmLFPuL?%l!f|c^u`002|t7t=~^PL
z35ilXW%rZ|ZktV!glYFOc$Fc6!Brm{B21r`NnIlS(dOn*6SXp0D562JD_uchv*=DX
zg<Q4l+~9_hd-_7s|Gd-QX8*mpr}SD8+BUoUuEkoV;|ZO0#8Au4eZ8Ozdr$-0v-92P
z>F5q!Nn#^7HKK(Jc2JJd_=1Tkj!_*Y-6o2G4P`A`#Bkp5V}&<|3(4CHb+!;NH1Lv6
z@}~<NaRu~^B0k`x)C}mshakO!UXN?(oS4(c2Mr8EIvNxr*zijCVdoj@KwR?_XJ#NH
zfPiOjmbww6PpJufaB_;(FscbNpA7;uE687%8<O`ncQ98GN0N-Ig#)`r3#dyj_JAN7
zCu^3xrqpFobRU7pa)POqNlx{1Wf3@*HB8Y|UA`ILa)5}*?C_5*2PUc@MYP=3jSi?9
z2Rw50j1JK9b3R}h*sE_#$yY`?LTa8X(;(J^21o*uraSV5aX~py#E*5S#;nFIfKCay
zP50d^cvuj_T1j2c)#&)x=XsU3p2j*LQj%=rE;f?&Ur?66dnmjm4;9;Ukh}8z4*xzS
zQ;nb2FYoLZVjUw=F7N$yOojy!$n+HOy`)(|YMP0MGf6dS4Tic|$t;3WwQ>VXG7tNN
zg@JPWl12R-@1fKSv<t6YUcI@zv+yPxe|@@zyXQ=Qy%I;HA92g_ie&tM0B1m$zrkYN
zmjwuJ*iunWgFR^|D9@^4O1u%L8=GC>kS@Fo2YBBy<TQIOq6iCzUIK?0rE7!Bklz4<
z+XQ7BwCpmRhEta%OEji=I6JB5aIf*$P>?{S4&*t-&;X!%8mQRe8})bb)KiU{-dDal
z{qa|LBGxpmtRQ#KnX|7N54ru`^*7&g|9bq(>{;8kKGTCIe2pXc<6Pz0Es2Ek_Nwf_
z{(IIu|3cfnJK(}zMTm7l4Y#3Hr{MlKA{Io^j>A|%wv+fU5|DsT$h@RjINoOCEy77W
zowgAn+orKBZ{&CA^)|!_oS$R33WtsUC5<0aZn>QTu<TmZx?Cp?idF*QD!l}dgMEsu
z&aaX10~XW`(As=p_5nL0OsL2MiYh?y@@ll0bSa%jbw><y{yWyz{ja(b66N}9Bg2%A
z?zfZ+U*a-cTe54+WZEUD16*VSF4CaF3`F0{lU+Vnao7~eDiSA&)xNpHTyeg2wr_sU
zodehT*7n=v6AWgbx!ycknBM<R_5t&~)>hwU^P^dYkvd;?IM<J&=3Qn6nS+_(-8wFJ
zx6>4)#Le)Y0UOQ~?C?ogdWFeC9>ie{%7lu+57;4l8a%BY#&e2%hXz5ZZ37cf=yY}7
zEp*qpy1RSpg{uDR&^3CO7tIevY;Fy2&&YEWEW<I^fMqCMA6$krw3*9LzAbkdin?J4
z@qns`CcNwhibvZ3xDEm^BSM>IeT{%*PpwZU6c-g=SN{&D+Er7b1V4i>>T}y}!D+|Z
zUc3EFVa|co?LY56_tDa`(dQS$*WA45-r9w2&4*S$v_C6rD|w9bjJkdH+IN=C9rNh=
zG{?;QXWz2z?icT<diwU%mDAUat!ZqYI(YS^X`5!>_2}Nl%KZF^5V1|*8Ll^C|3D))
z6)fpJ#xO$aZapW_ptVBK+MK%u)5LIncyV}Dctd!5_&``2?hQ?1mW_R(*<oajG>$F(
zY!@WS*Bjl8=32l)aMBHk$~sjzsSTL!>+$MxV~aT>M8Jv|1y~4Cm&J1tdv&lEp$1OJ
zG+sG1UY!?FnifJe!*DHL>5$}3t8uS=!RSb|5%yZnvx)`yhInNvXa08Hvxl(n;2Riq
zC_n7Ht7$B=vi|AcDIc}0dFYm#*FDDI`ufwY&-`0?U%7H#+4WvNjz4)EFUH0oDLA%j
z?amikAKD4FTm{Ohg*l-1)pKO8<_V;wO?2jYeT(J!9y>;M!G6I0jlIXt*{PyPl0;Bb
zH+J%F+*j1z_n7jGqS0mfuw@R=mUmfxepz>DOf0XgEU#cBocAteI6lX`0O$3i_;F+g
zC2LKwo3?@{?mA+pmywbHJ!|KUEv_`GX9du+HW$6F9v4O~!F9m(jjPASxssB$SJkT2
zsaM$Ea8b<vL*#0H?7h<Qix>NZ0cp9p@sX3}?qyyWo0~UgOkTn0pEnM!+BZF?(B&GI
zo<DY8^}282x*x_1**BTJ>dZ&cOC0+u2wx4-;$rw71B%y-kw$|n^jcJ|o3SQ2+adf&
zIS43<F348u3_?JJ=fmv4Uw%)Y%-&m-&9_pvRS%qYIUw7O!f1~y>2+=$8Sk9wyw!P^
z^LZ!d&>87ehsoo1`|Ya<<9WhwFeES|hmuH+8D%4P(0Io9zVUP8w?@ur3_aiKZTAwd
z7g-bJhodrwxrzud1tjZb$k*i=O)vJb&}-Gau2Y@;P^}4v!oO6Un<X2=+8Ap!mRNf=
z2GsUa{bYX7nu#_v3>RPLpEtI2>#_aM4?XqjlKDY0hm2Y{b;#_=t*7)OaCSl2m|T$I
z?Aj+=7Hr-(cVo+xr%pb!bY*en%)jpIUPawQJwazLptAgtD}eOq#d^7*9FHYqO%?93
z-dbE^sut%lEAV>!B;IJ<Wi{)y)3tF2<29R1DXA7A1$I&`DcVHOLAlf+*y9eZNf*~T
zJ+8P@L%6smB}D*=Ip36GgC9t7AaClcve{xmPKQRTb?88B3mzxJCc<h?kWQ3>|1O*S
zOPtv6#Ln`x#QI)d<Z)Macd9cI$VDk9rJ0l*dAcbF!s8D1tE!RV1SaJ1%o9><f{;R|
zGVaseeYO^MT<RVOxK1pb`M={ps^td_y6^6@XSG5}38kr&q(a?yCiQ1QgbC0Dp%T`j
zVhlue@en*aQa4h0$|<rdlyRen7Zxh=l9_n<2Y5YKaFr~5go(uhyb;fQtv*kV#WY`%
zAG*H=Y!60s&a($OAUd<q8}bOf*X`}+Eno`uqnXkAYG$tf4n03yXRV2wYlBjaBaUj*
zwW-1M56!+tq}94zje)AHhAfhmWrkd<V?RwzFxkiWPa7g<A|#R^@5*|sGuSNETd@^5
zBGsIAYHlf2Ib(MT;4ay|8$|Us;4c>L=Sd?*k0y0FP9rdcjgjTJpALo;&b=IIv|h%y
z9MWp~a+ImhT8@)R757#&)C6QPS;tf^2_`B6$(|A6#6CjFh`q@*G?>(#ZF%V77oSzm
zol~-F<WW=cq}S`3H!PepWWkbK)*N|`?OD?>|KwCMXZ2y_yBHoZlbJnh2#G4u+4CPb
z(0#u9yGa{XJo0<W|HnhEItmf(Lfd3%vw6Rnyllo{9Rg12(mPDXlTfT$k%4^pvhaYO
zaU^iH93gts1>@Qz`H3MJRiOs71m4w-cvRt$Hu@oo%iW8PV;lNa@b>2Bt|Z{1o=(+p
z9?{O|v>A3rT7g6z3^vxW0$DY}3f$NBr`0};0zulAhH&oXh(HlheqJ$qRC!(b<s;>V
zgLvc@Zyp?D`h3eL|Hhs_|M{O?$~Sm4_WlkJzA#Mr;Nk7cYybVTa`Y95Rv95~7T`yK
z8hx)kx{xb$G!y1N>l4;J*5_PoP-m=(>uQ6h8i4}G_My(xh=@+-{FJTmiq>XRm9fFN
z#K@EyCmQR4I+v#|ICfp$(W&D~3KalIFF0IwH__NN&K1~AU~q7@70AVSR$NyT;C?@A
z7f?S{A}1a1phZ?7fuPJ-u?}mMxbk>+*Ysi3-5pO}z?#1+R}Qc}SG$#0m68}9IYaew
z#Z`A59)U3?nEv-GNbdQNd7aBe>F6)AxP{%s?_+oKETNNmpJ_A+d{O3^-x6<4++7>Q
zC-Gw_ghF_y>_u0xWU&#3F=@1oL9x*tXbhS@wCpsS-57zidzpH`aROH$8#W$s>!b@d
za{_OXvyo$ieKSED@JF_ajNsQ^t$wpbXils0Hh7nKTfJ;O>=18xc){m4*z6K0GitZ4
z&JtQGRlU{)Nveycs7uLidAFLbXs$}K=<MDtO=QUlRtk)4+?!<}a{N+069SFaXVXFu
zWR=l!^6c~Djq5hfRvx(-SLKeGoQK2Rk?F%mPa)@qbGgcz$M3zZdjB(JeD`m$tjx_(
z18COlAtXlaITXnEN-i6)e^}<Xu<iVQb{EfziJmJ*2-9cM3^1vyCT^<@3N>-5Hbl*s
z+UPYV4Jf5~p$uyqsTpOxm)Im7bAhPV3!x2F1e1!O_iLAavsP$!SGi~}qSeJVxUj1{
zuwea-R#T1ERN1W>tfcf(cVAYgd#d!!zHX&~G$*U7^#&W+XnMYGo+4&K&e#|Bk2kE{
zHAQKEQgPOnj+#n-&`MmkvUcm*+oqk~Gg_xKZ{}jx02fOEt4!+ofb*%{u1?vO#o!|r
zoNLD$?JrtLrp{9nPfOtWheLi}=p?=g#gPwBIvkYEreu0Cf*H)bztP*6=JOHp0iKDR
zAQE!o>LWxS*8BV?@l^Vm;P{N3<!MegUofo=ZwLwL{&YFLA$>`DYkGTnN4hS(BFDCI
zu?G7!SW}+8=s5ZGT1%ia*)*lS#O_OK&!x2ca%r+R0F(?el1J60$yTD(!RXnrF2lh<
zoLcoT*g5A4Bx%LIoRr-=6WJ7|41yHin3sT(A~jKG<HCU2gbmTj0u57j-}2R0*Zv-l
z{X@sw<>IFs&nlhR^}Du%ucYHE(V{%Ab?_u-ta1l7KKlW#J~dQ1zhR4V`6uPy%Fd0A
zPeh}*YM?Ur;6O_fgWPb)Us>q+<H*-@MV`Uc#Bps<tcjaygDEv}XKgT}CLXK}MryKX
z3e(lZjkO^thmP7%T1`Aq8`5fCP4#<eP*MiQdA*SAji3)mFc5G$9Xd#JI+W6oLV)L<
zlf?`!tvOPa(U3vvGjK+E_JZSh^$jg8S|6b*q9m)h#x3Y;ee>%Bd)KDe#Xu5kz5VGv
z`~`jm#i97i>BGqE(NpMl^c2NeBX@68;W&B<UA8h}y7C;JM$t$2uWp-Nf>lJ~ca{7t
z>~(O`h%E=|ng`ahqRQil18e0Z(>qgx;?~-9wkEEv4Vh}<B3MWyI<1ajlPR7U%cbi#
zs@|vCtn0lUtlq${;)mo-9|l*c=IAfk_sH-WSGWBtR^WPiZdOW24qT55HOtOz(r)sC
z#CUW9bx}}T6F1a`kn03_5BPf4F}u+~oah2j;umF;TdQdnMM1zqg$K&(n&e~vTo<H9
zp}Uh_T(rBZq_^k@RvXK)HqCM@SviSWj#PxxYN}0kscv)wp>tYdm2UFjQB&x(*Osn*
zZ_$7ucg$V(^Z_<DJ89<`SC8*i-uuXkhk{jy00(;$?jnria*f`qm+XR5^jO_ex{zhf
zl7MGQqs1BeJNeCqE<vE*bXn7dz87@GVwt#HxSxMqIKY3Z`&9oKe_7xKb3eYp%vel5
zlWhJ)&w3!M%9E4WHVc-xIZzY#)&_$$VG3%K))+TAY(SXZHStt%p3N%Q<~v<Br_&`^
zt(P=fo5l)^%BmF@Y;!pUt;K1xGH!<^K|Yhc7MIUOe6EQu;&Ne1#wq%}si_qG<^+=?
zyS6)Uy#qTcA{rOxZVuK5aG*S6!6UtG9za70t@X6y_$%NimuFp8=XS;9!XWYbN(hxo
z>(rT=8|ZU(@*sO4<P^%Bo0@uqMO7@+O&YBpJM!%T{42-}q4Dw4kcA8IJ8L#7r*Qqt
ztCd$2eJ=)Sqzs>_-1`0CO;H)Rw6H<>os#{1jO<i$`d~>58;z3TJ?EJ>z@JWZpPbpF
z!$);EX?Uq7ZmA90YMj*Oq!BwCY3;Irv3Pv~8xL6wp!zE0bhAZgL0?P84Tg{O7x)S{
zr)joTNe$8xiK&;cRPOp!=~77&6~+{`U9=lsN(VtDP1&jmdM)sOs`zmH)r?_laCFev
z>L||Y&Y>lW-l<%772#pZoM`gCW|gS-rRh1Z)xmwm@KbUj$LhS6kR{#0x<l^t5RQ;=
z+CV%oZH&7twb8deRS<=6hDM8Gnp&eauCcnLxHX)>3uJx2jCeS^CKg8t%pFY^O+sAs
zC-4e+Ks>!R<aW6|uK6Y&1R77Jnm5hnC5$(Xc$l<oH*a$F^BZug#f!bvQvQs_aHug|
zYP1TCqP9^JYeeC6(P~YnpTG@f&7{FD`UA0m9H<I31eOFefmhO83G#_7noJ`0FdXYn
z1E?}#(M?}9@*3^e?R*D+kZ1S=UML#`u_7;RUjG>Sx_^RPJem<M&+XNLC6!%Z?M`)h
zV^<yBO-?aTsH%M=N+hm9xo@2UeE{TpVa(BHc~UPL8A9fzdTgl#r+VOfE*0ao{~P4$
z_`?l)@dtH2F3H?Lqz52J6|3&HIi;jzRB_J`Efd0w2GWQ6lC@Z(3MjH2kHIhe_+Sp6
zH*GW?Zyr8Jv5gx>ChRZ&rN5FBbZ%2h$|g^<x$(g9Y|k(MMMmSXn_{GBEN{B{x5uVJ
zAdrER1S^xGyuZKuW%f79Q&%2V&gvmP9>XmcFfTdA<f_;S0;_2N?4+Q}a`0~McK&wp
zF2_S$8{Z~A<k-e-<R25aIgA!979BQ@HzdeIFUNJC1f2=8QMSfyp9EbsDXR4Rgw@2g
zLIM}b1LM*sAyv+s0WD@?w&}E5nt6Z(n)FyOu?(4K<c+cc8!Ehl#bTc4ayUU@^yT}m
z61Co{nWsce{Uz!Q`gKV^=)R<jlD7W=!YMyr%+IHieB43%lyL{Wlcv|4M10RBB=%f7
z>;T@TF2SkAOTiJKIMj6G#v!aO1_CMS#$fXicr5wTw0eBxSoG?SX|t6HM@LTr^%2GW
zK;&2Pv6$GM=$^?wto%mVuDoQ7#Zt*8Tw6Ps(9RL)Ozr{ThbH7f_sb2{rYV*w!VLQy
zGKaZEe+z#HY2kMYf4BbAZMs>QYhQ;qnRc1DIwy9DW}AW4nZH7e?JJ#rhPleN%Dlw3
z-P~?FVD7N#%r>W}Lk8zYwjx#B2vKGzPg!*A2H9EJyU1WrU2nrEc|cJIiXo4++SN8D
zT`oY^2~g@r*9oLEY0qNv+IPz7gIARfoOt^96@1$#FZ^eZ@;5GZt@4kvA1T{+;u#>b
z`r()Bl<topu|AC1cTVGpyXpNxb!4un*))XC%Z{hLm}MMHh$&#$4i2Zwsag=3w7O;d
zD!m$L!y?4PcN>xRfz(tpA{N@7@FmDQa*E_KG}{CznN(RM)k~k#>Du(ZlGMw@R4G8G
zY-nr`N^%t{LcIZ^@oId_ae%;(#-%PtekQp5ng}hQ+H%yBqSJfysR_LAFq@)t!}ew5
zaqIcy^f^lM-lfT21p?|D`BgRI#Ow24LrBZ+&C2<X(D;6RjA)X)Ebpe9T9(zZJ*(#L
zRQ@bkm1?yN^)@JmD^0Q3J@>46iCS=yGMhUGh)G9z=skH68?Xg}ff7?eU~*u#ejdNj
zG%qqcYhnMDXeC}rn)SC^?#X=+J&3oWt$0(`=G^^gKmH1Rg|8xSifJesii`B6rio}G
zF4IqsEX&%H^?dH7tgmv-_2H@<;`q=W{7??z5Hd&MsdJye)yPT~$b8O+{_s~?#;<cE
z$on#15Z!2~D4_48V$G1b(a&I}JpUTvk~8I%YO@#ge|J}BsXF;H2u15Uqn)@Hci}$C
zz^W_W9CQ&;QL$a^|3(H7Pz!}cSY5Tk_QDbG+HvS@JmRevvG#zn^~-UOY%1$tQ+4Z#
zVcAXhm;7x|>V!2>TzK;PEtubN=-)3W|LivsXT1C_E_wG+<-3#0H_D2rwdKx|3G$uw
zgO}#+^{gE>f_+Q*_U*IE#WPrc?i8-rM{Pb3INdrxZ7PZYYBS52YNlF0U%yYo&104`
zE7KVyWgD{1LkvUAs|*_q+YJW{rwu&SzOp$fcilCqDvlHQRyn5Q<A$XE)#`Nf%@&*4
z3~1IeHVc$M<o6qB){_i6twqq8*-t|W@(0=DGF0^QUemoysjD6cT6yMz%fBKImn#A1
zgVbgwO?wpXfc8Oj#cA*I>ucF>VBeH^Ux!Ts%>ir||1aqFb=QIe$z2aWw0-+u9$)qC
z*n!IJn-zN!y?0ElsaaDuneAD$=+2L3D0}~*ja8FIMZA&V=PLE_<<0H;Y4vF6`GUDg
z)x`giD*>hKip+bhTiM60FR;(q_eGANBUx`m-pKsK{)yvD`#&82v00}|c#E{fP9(d1
zekQhMW@5>1N?C<hWp2P5GPmRHnHrp_33_SYfbW~tWqk>3k@YEy`BnUBl>itInI6#5
z_lO!M_&|!@F1ZAp$%Od}ddh1f;f<90`du-X3`W+tDsp@myuwCit=}8-%H9Ls(;x`x
zDv-(7TX<d9Ce+mljO1Eg$f%b(JL`nbx=ZwU>5a?Zmx9ro>ZIN&y1sc`x@eI;)G6PH
znBO-mml4UhI3S93FV$`=*R?ms7Z(@3_jGZQ@|R<6JI5SsS-iTi@YDj*nKQSz{o{P)
z&9*%Yt13s1d~o6L5e-lOP>LI$d}qzvX(NW;JqqmZ02GJ09H=yJ{ttIw9v@Ya?O%2G
z-uvF(_rAR^Nji`{1ajGvuthL5YC<9j7*J#pTu>w*mmuPTAZS>`ZCFN;RSn39Iy259
z{%{;+^vx(ZM#oX3GrvLSjgszHRoz+C@%`TC{rUUc<fL-@-rHTL&N+3?sqd*)3>)n`
z>`&S0jp`lhr_{6_i>lLtW4!>1_>7kY4V^}*Q!$Eypi()JH}#I9r@L%cjaF;zqygl)
z7hnTm07QP91x?M8XfUeI3f%p?<E#^7xtzV!AC6df#O^;RW}W!C#rU~acfHkbffkF~
z_2FIlYK<C_tig*d7lxfG0)ed|XNm8N4rdM)Qd{FBj&LQG+!j-bwL~6WRw4!|IXEn}
zK|dX|7U-Pxl0flPI`jK-VrM63K2uF$3knM}cR=4okPn6#kof@1WD3p0bCHGzL7!qt
z34XQTmGUrtr{BAQ-cB<m0@F*KRWwZyc`;aX12T46!oeo+Zb&~5h08&cBq49beYZ*_
z`?Ed<VgU0dCd)8PFCACBI-C7^ozAGQ)uWlquV1I%tv{$gujiKOzeLW?aXJP<IAmH$
zIy}&_a)6+KYie?!05VYp96nadN4#NY#3T4`gdFQq+iwIKt&elx2pk$jawvk_J-KzB
zX@^XC&*nIwv;T28V29YFL5_@Q)>8xtI5OVF^AzGC@^$E4@c0X2=h<z$-dl~+4VTr9
z+k49`PtBOK5XBVkfv3(K-qF^4;8yC@To63Id0;}v?TarzdJJxa^Hi9pk?dQ{XJoGb
zMClgAkXR~C7H_t8b9ai}7J-!_(p+v4cZ0<4RKrR&6x3RMgSuU03SbTTe>%Jc-UD~S
zht)rY2h`uFHISp4pg}S=8Gr>j1$sf(r003TjBEmqXgSoDEF23=W|cv&&$*7gg%czm
z7#bX)-u~fTc?2tR*M|aAWElsSczB*egSb%O&4R$M*U$JLukoOm3~4o7NkTKM$}s1R
zljsz=i%5y#f~W?LeeKeTSHPE-F35C_$viyk8pKEx{m2)urRcL=6DQzI&DY;vWGsDn
zpR`I8pPfS7D}Yxk`(ykPp3<oWt)MfRqLFyC+FI?ew@sBVx6O+#GA;6573qv#XX*}a
zHSIB(XTesu46cLs!`+bc6Taz9h9<q+?`d*_SV0re3EC!|%i?TunN4PkX;Cm>4&v26
zeo-`Lj`Bh@hL{iznk@bprv`E$5Q#)pZkG#Z0|3S2m)Jmri$#IO><^r+mG75#%Lipf
zM*i4y?#S6qQ5fx|-cv;2ZYUapgA`ty8-W%wO|@YB;>UTDN$}o8+=ugI|0Xw(A1b@W
zY+fk)&9d1f`%#>*FcLOLcrFqiinNA9t{)w>k+f*g0~tAhWc<D}ntF(blf$uB5fw!f
zXqbUx_tx)&3z7^Re|moXW$=|Tot2s8HJSIX9DBMtb5NK!IfRGVuhLwc3!m)W^A-xH
zpiiZ}IG19-SU9r+=?=Vm<3&3?<G}WTZ|FZ;e^X79YEQuY8jXG-tX57MVwPZY0d13_
ze6=u@n~L=2GNGNjM!23^ZM@yMjoV_}Zr<+O!#!c#D<0)e`Cj3Eqx!Y~mw~s8=VG4~
zxR=4@x>bQL-5r4~fyV;8Waea%7vh}R?@P*JA}%C-oY}m{mo)o)$+#?tJ~NjTA`t&!
zfCHal^pV0QfCLH24U(j2QzX<Bwl}$&98PB>Eac<@H^Ytygy>&AcstUlha_R7ax|nO
z^+mmT{rh?bhW(?k8vjV-&tPngNPqvx;2I7_;RNwFR6>>$1GNy3_sODJmPH~VWV~@%
zS#C53wQ*P(4G`MA6baqX@IvHBl6HlO#$jA{jQQK4F)i@iT{~ZZ)L8GFv8l|;7@s-c
zw>}fT<MFTFzhezfr`QBOv;3c}g{4Se&2MHi^EyUdDhtR2dXSC!Aal069gV4`52oRD
ze^O&R7(`?F78*+#HY&gB=DSVX_-!WUr>YYwD#Ep>ma4Af)~asj?p1B!cB`J?4yuj|
z|MKZR6F-wEjpPztQc_GxW5hAiG;x}wVnmfMr{3(V;;Yi{#J8pM;@`!uB;Gx*$&MqY
zCfj8}FV<z8Zs7%w*Tb6x37vs<LDC~5=k>@V#?odN@=3l~5T;-)%$bi<@C-Z$zl2$+
zMz0xlyLAV3v`z;wD3Q`5<vwOIU+;1EQtvAUKUfBKgM-K)s1JPjz@TS@=JpF1@kM@D
z45tDIhgPb}t&M}hf~fWSwL|$6q}6>U30ZJtlSe2s270bQ{u3EruyRmcr4b4`><Hjm
z&mg=y!occ()L#zYufBF_=657n{!P_Y3RX*}pdQ!+Z+T`M9!$9Crh$u@zP#HC-SF#`
zH{(L*nP?u{gZw5NIH~y8ST<O;TYhR`p67ZcN@6)~ktmr(Q4)F9q_J7Cr(|HdBooJX
z8cm%HR%PUJ9%U%C2791J9mxt7BiEjjSWz_U?$^GpKFhuhG)9eIQ>;-mjT%nV;IN*B
z_uJkEMrf?JUweMY+srweeK<u}lk+w6S;D?tT52HgEQy%A!&ME~v|(?_G6?L(dBYsK
z?(QNK)puQd6&7Yc3)amprmPny&=r|?-a5)pM*h;6Z?AdaV5Xy>n%R2icEpYKStopg
zy%X@DO3|}BX?`a#(h|)uJm`gOih<+UcPMHZM1ph%Qjipm;^;e9*o1>Wyx<|q*lk-6
z-I>07?`7}&*Vb|D-|!m1g)CsS*+qzH!NYht^`FmEG;Cl&J<|&<hqvY@aFD{$&ZuHu
zw#Zt>{_Q8*7oktKkBPw^wjF4|xM!<0^%_cZ0@k62o_(&1hiL53BYvakyHc834UW>z
zX;{tv<8T7<<WnuqerG?Zbq@3)Uaf!xK!@Q*J_uKDEHVe2W`}hp6Wdwhmh2I!@GmGP
ztVU7HG5QeRtrJp82m`LD0{b|7v;7|XJ-!|GoxUBx2SZQ!o|Rsev;~6bi3NITo1$Ol
zSm!wB_|m~R95Ijf1e^&paF=3L`De+?<aKfuO`@_H8ALD(OAd@F2G1&rS3RPS?K7M8
z8m*?6s!@y_-!BH*oDPS$&iIm%GWJsEj@tYikXOnm`tX)k8$5_nF3BaQbCR<%UoU`1
z;UhF21lp9VO3dkK%^>g>Q{rxVBT<*zVx`%rCA<{4Y3EYNun}u)DR42Kr7#az%@rS_
zAd=Ml@FK3uvT(t`*g;5Kco0|=9t0ci`1rNfL;}WR3m<NqyY|40X-lYr3Dxb}4HMzn
z;~&o$cinE<{%|7EF>rrj^SG^T4|c6ued)X3-dIuh(*1no_?6=t{()lhY&QEc{Uv)l
z@PH(EPtmy)K3X7nnW*2L_F%TDU>bnvKAt!C!iN>Lf3s*b8q}r@=wH_n8#Y{Jifp&r
zI#3X^hEBB62Bwu+#;jv@Gwdnm40De868rAd2ggEN)D4Bb@W|l<WL;@S{{WKdkBvm_
zj9=#yOK9Ti8$t!=87M~ty*3gEM}*LPDC-ajtD^H^P~)Eubb8Fa!8OzROK(z)u{g`c
z*=P?N;}Si9WnezD1d)vs^MGJIm4uj?Bs$0W5NIV1JLWN(&fs+S$?c6@J<E?gvbuTk
zL~)|iH_=xPN3FTL<Mwf@7Tx|Xdwbj%9+>k^>ubC2_}A{FCy;tLLccrDHtO3arY$~p
z-PR+Sx8A@AvqB`@4fJ7P2Wy{K+nhEkARu9!dCYDXEJ$e205xK2$goP_E&C{qc7tY3
zBd)VDf@1InI1gCxzO;p{cPx2ru(BDW{YJv3bE!9@ndZ&3G#?mwL`;ljJ`g#>{Grs_
ziZDfl2#k!BNm7Vz_~Yw${2hj0U%R=Ueqia{yPm#l&aTB@WxhCn<`1xLLgw2WwtUvJ
z=g$jP;QUQN_Cv;wWW|fTX-<i`l$bH3SOY;p-OTP)rPYUZF^4sPbSt*cs0nPg^4>IF
zPR3%Cq|#^(pw=)9+oAP>ZO$atIvvpFur8a1fqNK@`hlVfZ<&Qxbqbdphm(g(MUccG
z5$Ved4PM;AMI)FWwK-G$RsTi!RgNjasA!3b;rSqFK_nu@=7W$qFrQTG3?(G}vd!+d
z2YMlYl$G(;ar`mp_t_mI5|Tuy;t9PWp^x=2aYM2PIc7sb6~<CUw3QEvd0j<pw%UkX
znes>?Yc9_=2VS0>>Q7};Pd_&E_D5m)$;6_X@qyBZrgSUocHGf+*Q-qSj<{Iz?c;N-
zB^_|$pE~<{-h`{2E~sm=WQwY*GXL6t?=NA;kxBW{py$!g026S6ZA#%?^qs06X^(1;
zVZU@-`i=Ci^r@uQNj{01Vw`JSOm{lg(l<IDQt?i+9?PJj1}38kmu)kqUg~3|NYrQ#
znVn9`hNMwM(rE4<A&p%`9y##7el=U~T5{kA@`$kxIUE}#mJdypD_XGFQF(sI`5I}O
zh#ybSJNMSsK4|ED@ELaCX6oeKPal0nd+XfG?=yaz`2^BOUWfH>J`|M>_n(2)*WY&U
z)z||pL*0I!O@jb9uK1mTzcuY{4%k}LuI8Y{YL(@{A&A0OGXO3@izcntkalfUMEzy~
zx?O6fO%~g%YNTVmROfRx5ZET0ExlBq;<H+99Wvfbwbp;e&)_{(aY0(v&-&|w3l4lI
z_nrIcCpEXZy10RSsTkSTAy)*JTOKzUS>C{lO996kIXyD;x#e*a*1B?Bb8E8%bNKNw
z&=MShR0x(8I3~EtJ3Ci}$JepfPe>n_^HsyFO!?f2J@nLQ+o^>M%>%vnEPo+2aO|@2
zIA>5do0<;j?E9Gtx*y3yF{lCc;2mYOmUXc=d2cAWzG{8RomJiAw+RoGY^~ZpcFTC3
z!Rd2SMNUJ~mz<WoB6)L?9h;oUjO~T%6;(1Bu2}Ub1Ch~QuOL$|wHtk6N~{%UiHz7w
zMHSnqRce0Xs<2^fa!L_sD_ZSz@|G#91HIIkBNkD@f2y}2)_!u7S60V*slO=N(k&@o
z;T!qoJj3_Goktr!Jx!qe1ToWpVQ|*$?;Fhf^%KB{ai9eY)<<MbrKBX6Xytfr5G0O4
z`Ivjw!TROl<R8AEg7_b%k-+g`q<$nyaawy_XwBnL+>@-Cot|Dg^|W1Cb3-z5_4c~D
zOxNF!d=6C~gu<1Mh0B*WUv|TF-q-)n{{25cf5knplcKeEF1h=CqZ~4)N|QCWF1{)u
zJ6*w&(WB>V`~BKQ3wIYdE4=YKs%}%q!u#%7yyUKnFP7dubIOVbTT5$-ktB~svCMe(
zE|37fI)<iPyBjACrBG|y-yG1krj5-(#_o-`C$Q<X!*&4dkMO+DFB-k=e!o#Iie_IT
zj;CH-$k$J1UX8ZHV(z70Q$itE8%;AEVME9lN`-1er$T2!9B%Fo9Skv{`s9M=M#?lc
zrUUuB;nzf%b1n_pEh9hA<T8cC5IUSJ=Va|Ytb=p?+u0TIKQGJ#0z%9m0p$+QwRgu?
zzu7V)nVfuS=81x`vRmH1IhLuO(J&!g%-)qWRt_}o*;7$@&A``lCt>j}rJBZ%&uo3?
zx2UaLPXBR?sW`U+MzL%oz+b`Bs@M#z+O)4Z<ZMlQn}fDy<6djpcG$u7QeQj|po8~$
z)pRd)9{GoD28Xl5h+<n{XfrG~95Q4Ltl>C(5%_W5ux4n13whXNE+Jrnky!e{Zg6~A
zxFpw8=uK8s#-f$gFU^=<=kyr`2u5LzWgDxa(aMTgqWqilRP7a1uvW)YB?|}KSZ|T<
zb!(;^u3=}PKFDC>F`J-mMlM(6c{!~;thZY5hgY-!>Uqaz$za`J!96&lYD1dUsdznl
zLx<aK@c29_Pp#*ShsBNEo`W97Qy*9`JZa|PJAD`OMQXME$XE@}l6t4hC^|*=Qs^=|
zmI6S4?ceDy?j$v$_$*iG>qt~oMq?FKryyO}*E71R4%U~IT{<<8VrNyNKI7L0{@HnP
z*Wt`g8#J^p>Rv!!(qcuDUxFmxfh0c)wMu%iyhi@3Oh4|2es8f?@iuzfyvw~D@EX0w
z2(4~SbIk#->`QxLYnp8idhEz4jReE#NFW&OjskNuiY9kJNA0pFS0fl;J%)B8)|zUm
zT?Aea7mY+vD5Z`D1G1f!fCWYx;s)b3wJ5DI!wwBDiA||%)l5o#P)(`pV+-ybp&Z2C
z&oq8)tf`SkBs**Ks}!jgWS4%BPdO5h<zDK;XYCfV-EJAqsC*}bmd7pR;W)^uiTv<#
z5mpl7SJYC2`7;Bw5lL%@+cOn28|pkIa9-@7s&Lwk@a?t7Ui;-Qc4kh)zh*wP-G<=@
zwO7#lt~M5Li0e`pUwuFwn@~B9Dk`EL+V{;jkf2Pl_HbwvOrS}Tkiij}19WSeZw~T;
zT1-orfj*En0a4nf1*SC=MR({7csB*?tR2#3wX7EFjCn|B2A#3~S~3AbZY1_D*CF_D
zvc54>HoI=RzX-Olt(MYnpPM%UYxtzO^z+T=<Kj<N3II11#e=mlq^Mj9ZFVVRg7y>H
ze}E`5k&{!c>11<2XiaOIgJsRddrQ-0hbus3&;!QVf{%<bKSDn~=J5)?Ag)hq+I8`C
z(&<UNl5V$Ft=+~89Y&qbCE_Sgk$k`fUH!JUac!XA?{m8oK72ZqLUCxKzcSKRQBm1Z
z>`SFmlmU@-se`FgDK=HFeBXNFQe_nRq3OTxW8B6Cc}U|f5NWB&L5`3$t-Wv|kLV|L
zYJ<k5a>%e&Rfodis$dTrs*d!4s!I4B|I=cHlogtLSPNzA!Mnx{n%y5Wx!?b{WaL;>
zlne$!boY*3)2F72(8xTQEGt{};`Di$y@{&ijVBxCWyV}GdAz?Yn|kQcX|pe(*8hCb
zs8O>A-XKl~ETYC<(wKSrPiyDn5e!mSRZYnpIJc&i3@4?XV;#LH^TuyGSFLvDN0k|m
z;-CmPsF+*|XOUaep5}n6HLYt7f@b7@M^K=g28SuyWqE|-DBh6PyV4$yPHix_1yzS6
z;<+s<yZdQ-8y3faLH5ZhxmG?UpOHD-%w^8&qdyoRGQkbaYj`WOez9uUy5|^dwK1%X
zvGlN3G`RtW9%Qg7oa5DxaCnfVrI1N%Ix%NI=3}BfdF#7%&6%o8rcSVrqo*#(Jpa;$
zcLy%yytNdyq_j4(<1eeH5zym2m~D5U`7D9F`4^G*ra`gda>er#4SbS;)q-|2;HAx+
z#<H4ja2i&tP%Jp;d*|x_NI4p^<OR@fi<nr;d}K-t^MM_rmQI6OW(Eg_0wPvQJ0I%R
z+W8~P9Z9wKAl?G`>SX^ZiMU8bkn;ZQ!^|&UeDP1PYSCSrK745Tj$0n3pXvYQr<vdV
z{pF8g$;?+aAIp4nV%x^|u10+bWzviZ=`M;7!RN|MSqZpZiZvDxa+W-2#Es3Gy@s^$
zums$uK<p9g;}Rd(?ACCsUZd_vwgCuD2B}qACasfpOYAA>jC4-=Qeq?=6>7p;4mqHs
zp(y8;e?1~3%wcEyYcJqs`Vpg>iv(@1pesBdMs0|MoB<RL+GF!aB2#dLXSO8Fu^u*V
zN%jD<X{7!g^T>WL2@)CELxM!$_j$okkQlan-`EW)7(uZN!&Y!|VRqe|OvR;>##rhg
zEWGdN6*nHp{Oae0?PXJLDZlmD>h|0ID1AO}G8{Du)-};5r#VM2&b;vRJ6_xOd1kZy
zp{lCPFM3|dJoCpCjsP=FjEg>v;=d?(Q*pYKpfMthwB{~d&~EhrCr;hyJ)3PdD;Gqe
zxxnk4C#WxxV!9MJR;EbXe-nxObCG!L2a$N+kh4T|>Ow98AFNn%dIO?0Ao}M6uLTiV
z3eE>Uvu8fESo0~HLC%N5dP7(r>|sKN$aiAv?@S{3*jg$tv5l_aBZDan6jswO*CJ1{
ze9okw^j>k@1E<d)Xxr$1vipX$Puw|k&3p9eYhSq7)l`QQ({)Yo!q0AabLTM_SPaMh
zZssR1?As2@&R2n)UqWNq^?-+zD6&vmdu!U<901LZy&hthv}&o{tX7+~`>4k`9<??I
zFHqe`TTRqt#Y-EARdQhDL#>_0e^T~?cE(=sU2yvQ_Gkc?@AUQOKqW)MI%tV>dWO|A
z+8$QN8vdOnvJt@l_icI!<O{BPyh$#a3OlcQtmXEB|D0Vn-ZhS%e0Ao9Lt6}))6ZrO
zzJ2R-WO62^DSn<6_jz{qL+Uxy=LEQ@G-!<=>@$uJUK+ef-Y@L;@0V3Ggp{?`deBN+
zt&%@coajnyN<5li6N#u}mBiDlq8jUl!EGe*4wBp%OV&bJdXZS^xz)xHJQ#u?R2-s0
zz3{I}2yBSES7!~-u*MiaAE%UfW4tZCJl++5G=3<~$Lo`y4hGvZ$bN_eEh|=HK^sai
zkPIsku5xEYD>5qVxB@1^Ermh=5w8yYi~U&0hUuk%52}{JfGnsydf!su_35-kUvokF
zaA{nNDX*SUT=AXX9P5XG5`tjgCfwOFV?j8wY}RcK=g|kRSX>9!%&M#n1(!TmRP^4a
ztM7rOw{4nVrxYZoj7}F8rmlQAmicB`_tfI@Xl%lDsp45{duyNt^WKAaKan|uqL%|l
ztb*xha3+x8E}#cKxJxmkkWcM!sGNs{S;$M#KVs1Uh}o*6ecm<)-KLf>=DC;p>RFAT
zayeBvk6}|gw>i|B4o5An5N@=0**Dn_*;#upRddvTA{TEHXAL7o$lf3=HG`ND#9;y=
zL8nm=j<h-#99V5yozALR3bZ!;(tK=ySBi2`w@C6i<s?rX!Fh|(<zpedr`A(HcFtE0
z$EYhc+)o##Qa$q;m@}n@b#o^b6b{_#^EaxP>Yn;KYER*mc@H5@__F62g+2gc;P)sN
z7Gzg1R4F#=UT4~M*yA+{rnE$*p)oDS(m;FxK8(K?7TGhi1bMedBRnE&D7c0(Noy?F
zvnx~79*ecZqiOScJ=kY(2V-DckYPJQhM+HqH~#oC$bw*3@KBHro}_9(9Grk%V3<9*
zB+ti#S?N4`F#fgAIJC3cklGGvt<SGgt9?Qbqw;HdpwBz3wIo59vs95G&z@uq*<8jj
zr@%g#PLvm3*O#g>MPPHm<hYXgeAKSzXa1zc9HN(xjcTg~wvL?wFaPxNc|vMzlpi;+
zw#7T@S~&geb)QnfG>15;%f3mUqaOq|@a@s7HBju$exhvD*wywsnXSwP<^s#8HDlCc
zH8gK7=gQ1!X+6gxb<|^s!~J>|a){3c$(Y8-kTgbyr1Qv-?(ZQ(G&y7lH-roU2EU;Z
z1=Nh8!O;qqfpvK0-9J>i$$@(N2lwVc3oG#c75^P_WYhl!IfA38l`ASME6HLe-n`BQ
zM}kM_NK^+WMAUEJT03b5d}`&w%wNi~la|mA7KbG7z&=>Dv#quQ%@Nu!2NqLryo}c?
zo!K`zJ>q5&eEMkE41FiE=YcnSUisQ?x7nkndcNLVFW1M|q#O=(@}1^Re`oA^(>CrW
zrhWEjxo7$3&Ce!Z<$sxcSJTIRZ2Fq}+C;wm+u-uKQm$HpD-nPh60Yk_$lrDQJ!v;c
z7Ns$+B#m(;X_v`t?#8?0m@R=I8i4LZ(wyLhL^8<{^oZHwC%BS$JfXq3lH3Y3CxlJ3
zD%cR*5_~dvEXZntu3%AcRq&4BgXjbw3?^iBBNK@8NsdWq0<HkX1g4?zS(8|vpj3%?
zLP^kxK%&+SRc`1Gp%J7&swLI3q6#lTqaV>$f_@yN62(@63%&>O_CExj46Ztl0G(_a
z0Xo?f51ZpW7yn;_POt+@*0C|jd<c3%h98gquq*@zp(iv7r@8zl#!je2`LiqP?t_z)
z>a({@n9v9hOz0S&`KIP<${954yK6ok)l`M#1bX%6fi2MZ%njG05Zj}75A?vIN3X7`
zDK1vuykp=#s&ig>T_lw0rFJ~fj<F{`6!SQd{1n2UDA}OgtiDEloy-UlYgQ+nri7_p
z*O`1)7Su6UEX0KpQ>6w|gC{LrX1dI?oVy{}&2>w+%R4+za(je5;$!kL?il|I?)Th(
zc+Q5Le!bu3xBEl2x@B;c+!fjlH_MwsS*TU1IoWEo%8b`1deA_6VuB?4I1?|#IFsGu
zNZWJrCL(zY$0F%4NEGJf&1SNuZ6RMU9pX%;ZcoDO@g!nCLG+jsoDjm40XBSs3ES-U
za7aziDx7{zu}!fx+S+VgwoSH2ZHH_x*;KZM6ka!I1oRoaYh$ru4=drua9enJxGVf<
z_)z$zuqs?%bRzE>%|K=$w;(?P!2-oW$jT2gEJ7@XGb}#Q?DL5~l41FuPy%wvqagAi
z2p=4*h(e;0uN5J?3y|Uw901nhb?xX>cx_DBUoxv5Zf$(>vEPoqp&_$f7JoZu;*FV!
zYmcwrSF?OP78;jM^Yxf(E9y|J$80#A`EcqgBs><$48sdnm0pSwF6W;7qUlNs!0i9c
z)X;Arc?rU>61&NFzmHN$*ZWt?bi`b4F89neFETAO-=taNyOZ1C+sf_N{EO2`*u>wa
zLM9%Y6UuJ0@yLk!JU+iiFqn`fC!-Dg!Mr(dwJ)<%cCXWh;ul{x&zX6jhv)o0lYra6
zxzCC$JK(GapT~^O`8ffZcGzlIW>|;!(hKKpyB{cd%g%!O&<M-EB4^sM5tw1@A2#i3
zWXCpn1SC?z;80#RY#786oD*4L|B+GR1!Ij+vz}bqLbj5{pp_PSgrX1WHpfRR$Wm@C
zglLo~I4Q#Y=Yk0nr^CmT$>o{-v;O#a`K&8T<`xthGhY@o)}k?@tXkc`Ly$eRYHTSQ
zrD^LfcE4^qm0X~tua8rEue}t{1!K|7+C;yMX4bb9e>cC;M47NP&Ta9=NutTz&hkRL
zXsxwDTQ5AL7#VdAhtj3lq<K`sX?o$ZBcfK<3pYP!6xDc-cid!=X0np5m-<q1Yt<W2
z6x^o$0fJ?N4WbL41>h8UxJ%JW2gR2}O02i%7lvDKu@y;f<O-2<AmH3uN*~cDykOdr
z|E(dV?jukwEArb#L0k(*9ACK%`6YaCZE-2pJn-CESgW3xqWr~ZZmc^wpqoIyEQCj0
zd>w+!<8G;#F8u&xvpFOO+fD@l-cFPU6Tt}pfL$?Ajmfqo1(M|yRYD~LptcMqTguQK
zWCfGlQAfVP_TFm%Fyp;PKYu<Hve`<gQ0`)UEy<6tNp$UO^7Q+_E{w&-6=EO|Q_&?f
z<-=Fw%gX?SdZvJ4*mj@-W1lStQ_uv~3+s*o6;$=Yvqu#gau~*<?NXggkzFQe@ayB0
zKtL>c3`@%e0%EDi?U!RfkL<F`u0U`<Q~yOl#A1(~#H+AlnKo)An;<&~m7N3}^#%S$
zLF$WRS}mYeC#my*rYeDfI{#b>W40ak96BV^pU*~pcc&hCMElW#>Y8|bOby&zh#HA8
zHEd!`JXt*^ks$w$NhGV$TUF(c$M6B~r&{Up^eXxoeS!HI^D~xW>)5N=9bAIj%}?OJ
z61J)qskQ2rnp(|AT3Ndm9ZzeY)>Wb7Z~CnUqoLbaWIQe|mw0KGbi}mX%vnN~-&n_6
z|7_c7pJ>lI?sZl;&$`}rzu?*74Upp!bS(4k@h$RO{I|#x<&%MFK{@zJC=_}md}a8V
zNKZ5oy(cy)_G!EWc@%q-)06)wG!-R_{*~JJqsNmYjuSs}y!rn+in-z`|9>3h>oXt#
zd;rOH5eI+(%}Cw~(J2jRK=xPzW`GQ$&8TfalI#E>5XpXoXoAqugq9Lokv)QFW%e~h
ztFns_ttPZ4I~~!>vJWGAIk~18(J(L&DiRvXzK&=mdQJqL$5cc#irOWJiiC!;+YzlI
z=c@^=L3hQ`HR})+(W`OtoH())4n(IDIt!G51iI#RL`6bF=-vc69H5YVhC=cg3d#9G
za&HmYNw^60^mRlNs7FPpr?@={J*^1LBW>KHBGjYph~gflP|qCXJAyE+KzF4`k5cF}
zuS2w&&>BK7N9RY8o{l0t9Yx-KH0jG|bOzH9dj4qiiUZLq@@h4qW6(Q}M$b8dK8pcy
z7)^16hR|K5=#!Tqil1Cc`ddo)R*F6kK2wG6Dn-x1v<5xD6x5^V<1e&agy;-_ubD%h
z(2V$3M)*)h?kz)oc^%OzbXOUA!gfS!2%SW(Y)03V6F!%d_pKm(sUUr+03P(53g9I)
zgx<XZ9VO^@5;-%Cv}cj_<%Bk)GnJ%wm85r-q<2;5i~~_4X^W)oLGM+Cq9;s4=*lWI
zYDW-F5IUOBQbH#YT8BP!6_`%0pH13Lgw7+c;&H4dQdf=MWjdlFY2$aPCht;>-UXkJ
zkamL5(S%My&#4Ae(PyYe@3IcjX{ayN=)FEdbT&ED^k3aw30M>7)}AbE0TpFYTg8#q
zDhhFiO^~P!Nl1bufh-6}tsx8$4GCrjkQNp4_qtoDwHCLQYU@&$zgk+US8v;EU5etx
zs+C%+-PK<0YHjP*|I7(Xtk(ZN|9x)nef~h+Idi_Vedjyh_sz`nz#!%!76PW>Y)Zq~
zl!miO2Hvv(Lm?6wc<1TC$d5wg`zS;2GW0G(?=m78Ta~D#2Fo&xL5ALC=v_vbAVL{o
zMmi5A^8uAaCh(O&w*eL)76Php1XVbKDk2a1qQX(mz*&=lvnGR>2$C6u9;!WqFd*`}
zYOuKzFdyXASnX=m)nJ8autGE_qd^%B%4mqm$oEP<0;q*GXD6VTXao!)Rsr%Bv}i#~
zL__Uqp{Km09?^hkM9c%sMEOjV&xHK&91WrY(TIE#^e&UIAl3qBBK9H+Bg}#b4-<MK
z1LXCPTOKutnJ^dh=t~b-<*^pffLaF3qyg<@V~=u>pM!bM!PXq)8zI6~fPAYFvth(+
z7$F-x$1B5U!-SG1T<c88vEUe4aEvTC%Pcs{EHDl{su4AaI+#-yh=r$f5RHf?L<?dr
z;v~d8#C+5$M7kC*7e_xAM?V+i%*Tq&$6C$D4CiC6@*!7kfEuKYh-T2r$1D|~Rsm`i
zpjH8D6<~%7P^$o{i$^1(8LSnc?qrZ`15_hw5RHiZ*cGDXLbP0nmJ88xA<7q`<wC6a
zLbP0nHfu5Swb-Lt%zQ0oz83S$e?|zt#J6<wACGt6MC=D=URp>55X(Dhkq=+&L;FD$
zukNJ%;YN02CmleP61zZ4AQpk05J42uen5u`q)7WCe>~Cw$j?MN5a|M>`9JFt3#N6_
z0^&iTvy&DQy@ks<X^{_K>_htz1B6YTv_C-#TRQ0g;;66#X^Bs4!MtD52BbrL_`P{r
z^g7a^ykF4)q{D#jCpv+2xQ~1U#_y#gefR@W_e-SjM_*o>gMDO%_|Olc{1v3*cv>vv
z=|G>D1AXj=`0ztI<IixpIETHoj3YOb<}!xVxtuPprh*|AE_a2?ZRPAPCt2aJNlB%Z
zv;Hqaqs=_i<Z@K<9G28NL61&NrN}t`5Kqb-4${qgV@Wr|GVUs-SlSbT&P-<Ugpnz&
zbXeWFjGN^R)6yimTS#X{kshT@q}gpPX3DMZ>7=XVp5cMdQaj5rZl;*DJ4p^iEhaMC
z%8?I|W*uoLDUp&^XEDh*Sf;uR#H6skxd=B=PFM*C;UsF{tca))^uo9LIf;w-KD(}V
z6T!jJNfZORiDJ<z(GJmG(VOsnL$q7871k&I-FF;F+M)8xfFg;_@HGR?z)=USPL!x2
zDv+Z<>lKJr;M-Ax1dfBS!8I5O`<4~G{&SW_gJzec30fRPWw#6qJS`l({%E{EqJWC)
zK8puR&c8Vhj_&Thv3SP7k%40sU@=&@TMl&KorFE7i(>@YQi#BTdCWz9wmV`PtRw;6
zX^FSfW94q1wquU?4Djz|EJyp(3H~pIO8$xLdHY!kTo&3GJSzsS9c8#qtNgCRKg73U
zBoCoK9iRbxmtbzawL^lm1G83*n!GjNI<#Vsy3Rkrx@2yvQ|7ix#99<biD~gfv06M1
zFcqY&Fd}>w_<qVkf`2=u6Seqt-22AW1c>YIAAHrKcRvU}3&(ITJN$jh6aJom(8#%(
zxj*$11PGfv;roE~rcfZDds89)f!-FOpC3U@^_PtDhn3qiMko+B8L4b4)`v4_T~ys5
zy!~Zx9Kq5yh+53dJQg!EGcz+YTa1>)%*<?&#f%m+Gs|LT<{h2$e!JgpY{b2P?v0L~
znX1anCo{V;x~IE3vqgK?51#Q*^N%#-El<v8{_xs)xJYDV7ti8lI9p$qxBTUYPqmd<
zBE=omD2Y$n4KzEPh!|9A%(LT4m~)-LR`Y~&C2P{j0zru&^tR@4mnxB8ycj+*W~pm0
z?zSmsn*c^nJ*iQr5nWy8S@EQ%?%WZ0!~tGFpST-ax3-G@WQ(0!1sG;GYSrqA`S95&
zacFjMau6AY6Lq;?^}H!{ymaxE%Jg5XtgFieDM@KLX}Tv8;ZncN<}FYGVb#Auc_&!V
zr>Eh*L+4RSHR~N_{r&|Y)fsfJ$+xQMR({zVKi=l^+gfF~g}WkkolRd3(z0bLmd!#R
zu<YXWVs0wl*rObSPUTtI!QTcZfmf@?$E7A5n+VUZe?mB#IVzm#TVpUOV77AAPBh++
zXOW!b_59ra<y@DPpCVE6zkC!rSDt>_%oshd?G~_QAb>slIa57N)Pw=5mL58kx$Jt{
zTD>DJF4nLOjxSzsM0!6|%Kl8ThJ$S}njgTIwwpzGzmax&2-GXn6TQE?t(jmgC!-)d
zB6!-ycf60(p4(A{k3Nj%{>`|SfA3EEkV;>BjE((tvW(o)QSftOEUwutDN%{QqtA?O
zA{5yCIO5n@un5kHJs3J$w(uyk6KA4J6hi2P*upmQSPnQafn%`sv2d8}S&%tsMzmtv
z=ikR;)NNP1pPCUV?b-Yuc}9p+-=459$=9dWzCPDJ$odq+6kROtg-3Wa(~#O1GpaR4
zb2h0w3$F8fV=zv9`Qu2GdXt7v+5u4CaN}Z^vY4eXiUF(Eq*WY6Cb4X+JQUab+D(lw
zLN;?fpEgM?D_6XWb~HKn`G&Y&5fUpi;xJ}yvRiZ?==OBEj@?n=P%Tv=N06M`naSvM
z7+xWii00R_>_|gd^xpRhw`s}a=lT)T=rDoz@TldPf7Xy5Y9YGL8|ThuF0+}0v6J~j
z%=h*Ls&P{DCo{Lh-3ZC{PX*FT{ST*l`rDl)tC=+?jY-0`L8iw_+57sr3=Y!V4it3v
z4ldVw0yf%*#jE8mn~yz?kIqQfB_e^==h4Lsyq_F7I2^nF6NTbgI{1UMEf_osH4TPp
zN;X^3t{QIdWIju^>&bIqk*ZLOoi5x~F$Q;9?pYpHTZ5~4!zFzfTOa6U-U9zd7V={{
zbP|dzbg+2+<aKM!_h?TO9SopzYOUvb5(@5qOwq>1I7I2!TxtLK7bwu>j&Rb9&^6Kv
zZS1h6R)Uclsy{XCZ7gIn_!eSh5UTM0snM@<ygkoYy<O@ZI<qkMZ|nT{ld6Bqpyg6`
zuk5AKJ?V}ZJJ{1l%Ar=@ezU1aXv6V$>m~Xt&PY}Pq+i?lQT1)^C}%N2``Zr8CyY&V
zWu}(naVj2raz5Fzly5z~r;P4&>!ogA^WA9rNvdg@^SrI)7DnbK%6eCk*=Tk3Qlno}
zfv0=}JKy||j%y5|ix*$NM1FyX(JVPnJb5t|1KLey=ZPGo`D3%hUGoheIZEV>;=HjE
zeS_zt$OnyB0ez<OBY#S=^xG{YQT)B2zm|WAej02qwz4FEO6ci%J?t*2>uNUq*s(bK
zE;qfZA<w`~Q2R&iPHehH_w)7zYk`3vGwBC0+2c^Y-7BGVBp#-p%YBIh|DTWYLS4Q4
z0iF35epiV@m!b*#m;LnkyV5Y5&|U_=yHT;o4q_5|H}-uP+mOqD<nf9C^bl>YiO(Ox
zKlaLyQ;rnrB4yt=&M(STLC@>kRaA+y*Bjft!DHXX0`piXi#4otU0oX+V9~V{lU8;2
z3pZqgBO9IR-6t$fnz9~2I3$$oN<&zg$!0aXs*1JD$qdG*?mVOq8WW2eQdhYgOVtu!
zLzB%$z*|!1R_yGt;J)AW#{)|WMRvMtt6jS=V)UQBhQiR1b4Q(w<${Muk!!6mr+H<K
zNrftRc9uaiG7s$2TQCubA?$D!T!j(d@^d)qo%j5m`#B|bw}YH1$>)6io3E8dU}7Q~
zp7JQy_ZRo8+<3ALokc5_?i$6A<h+P^vjgkr{hu~F4vx{!{@jA&9)Z`xYFI*+=T?KH
zc5?Kbji!g~vOYLS*-`xA->PJOog~S3Hn{gyTH?);ZsG<4{eQIlq_Tf*4<|}UQ*gS>
zT)4ArU2?Yn**_KX7tqKJm1@}BJuKk;Img5j*w-%{kr&`u7pqB&`ogAkKlaSx-|~~m
z*4#Bew)*KUZO2?|7l}$D%W4bCTfgQVMD48gmfMq(C|MKmq_&<5Tk=%#lv8mh8PAv(
z^Q$2+O!Q1aNaAhVODF4$gk)QdZwKlZUlG-Bdk>r;wHgzN*e(r!>N+_F4^g^%LZ$lF
z@yP`C!HE@_Gj^Jx?&$VP=V_djYJCnBQ1=sgJhaHi3%3|D8ZBfKsTAimyR1U-UUf`4
z6I=X|R^#j6e<_GI+@9Me+;r^l|1$Mp_Au>7C6Y)8k}@TfUqGRtbC%Vu5-bu!&D}%i
zuW2hlNz!nr-*^+q?G~yJBnRTek@SdUWu_~Q)Zo8fojcJtgNwF<I}mMZGV@chfr!t;
z@+5aefP_q{9q;`?R;$V`iwT|~RY5E32M-@0g=&q!^||VGP<OGmzHu0jf3h4r@?|wS
z^I{dDRu!+;tw@zkz>9Y3)T&^Pm#&nG2j-hol~%6OcsUEz($2<g5-AHxU9`DBsV&kf
zB&H+Bup0iRY$NQv3STK~uO9Dc&5YLw>#WXiRaazDj&43{`%jIumAY`TNbS^juMv_j
z-7bk{Tss){uKSmKF^9-<2VCWdDTrUuy73}*6mnz{jiibOl4K=4kIWiQJvGBxDRcU8
zj=m7;T?B1pLi222vfw&*vQobPT$Mg<lxfJ~pTh-~Unz+zPGL$$BMEpTwvkM0hROp4
ziBhY7Xq6opWoFgVifA#YDdD{msfR#&Z1%Nk^9q(S8e6lu^?GpgG{lvumPQt+6O&lW
zR8hNf6{#&n%0SC#(M+|s1I)T%L=LE*?daSDj-A@Fe6*66(~T3|iHEt;aKw@s{Yl4V
zr-yc`>bR+K66orM2{`rewff`Ou~;z*QD|he?V6;U-62z2*7rFrNYysYh)DC4pP?I^
z%1nKo^mYW8C)%G7HOgePtr_wYo`Xe63FQWq3Nwr|LZ%1?GeKx*$A_gK+(g)a@)Q)a
zHwQ-CX*pbAK`DRK9CTmm*^|?i;I56QbCixv49UOIa^Bn|4ChWxJ<-?i9QLAH^&jH+
zR^iSyJMhXRwO59dU1~n)Y}#+JXyxf_UB1HD;BNiclf`kqXthJq7*9npuuBMzdXqo#
zdd{pKJsj8ZwpuuORo36Qc=Fi+^bL6i#{8UrY>csR0IoOc@H^g_QBaq~X?r}OuxR2>
zk?<Dfp^UZ61YQqPfBu4ar%x4c=3}=i-x5Ipp3LLI9`rT`YIYy8Am;vRy_J3Ei!g4>
z<#ci0W0*r_>le}@dgu&hFhgoR$5DW`E2_&REcd=5@`QW>9d<?JGZ5U@!{bNf)lk`{
zcGaO7wI1F&d)j$vBfE(mV`U*ZkaJ`k;AN`XpQc`mZ=KnSdGC(<R5QsdcHG%Qr#^I(
z8VOmvpZfzh71fnuHyfM9@%(0jP@+Jo!RkDAupEQZ>YMVjK+dL8uc^lJ?Uw`t?>>J5
zT0N(#Q)0*74BjZc>pJeUUBPdCBVeAt?Y_CkTuGuA*^IOM+cFpe2k;o*9umt?n@$qG
zvg;DQfX;5OK%(21l+UNkimi5uj!yfVGLSAawDsG0g>Pze8#@w@J*PY9+`;n2XbGsW
z7o{0Or*4_e>_t<EX`Mdprjeu%lT3PgE|qj0D^4`Bp2auE<DM#mev~x>KIz;YOg?>C
zcUqbHx>`&$d#Zi(!Q@91AHfs`x7Frdi0|Lu!gY>!-p}S?D)h6BxZkc#Y1*%*F2xbB
zz5LVe#jJRX{fe$pHl7AI@k|QjXWw%KZqaT{6CP%6+b77k^*h;0s$RU}E)LSsNVL5L
zipj%1L3oFgR{!5hfOG!eN`O1qyT}{anE@DtghfQf#Aw7F99(RzEG%6}m>K0%fgiG8
z4Oj*h7c)C`04ozLgE)`{SUKE`8Sqt1Tp9Q%#M#8m-UYzU^)+Z~WZ?{8Vg4_fhS?W0
zfQ69}mO)eUzYS(KU_;dGzdUrz%&b5GZWbC=rY@F1@jyl?7b9CM6CryGTQdNVRL;ob
zzk^Inoc|+MSlGb>phL&R!4CKm0AONdWdDNKgJn?lbOhS+rQ#Qala-^3gA*)+h>_#}
zpnoaJ&;R9?|5QO|V*DRx=m6CM{`}fl**F0lOk4nV7B&DA8#{o7jrITB83D|!Knft-
z*EbuGosEt8|Ev9r{%dChu(NY~p|E}(2X;nQ02?bafSrjAz`@7~VCCQfurhP}hlZV#
z6X-c+05ca5fs+Nm%FYGg<YWV|b8rASn1OUa+OO{~{x4~4%uN3o`;x^4r2UU<ARikS
zD-ekhz{11={A6SNkBz|bFYW&qA1ezG3poBY`ehL_2NQsq{lC;-zd3<=eD$+(0sC0K
z%E2=MSh#?`VQ2fVeqUo>`T)K7HTI?Je=Yn%`~T<0!t!P1|1Y*LoBp42zx?+9?E7DB
zps)1)&x!VR$p16rczJ=LVddoPB4TOe^q)Wxvo~=twX(MWFlboW3)wqc{jUyKhW|#U
z`2S4%|7%7AzEG868HA0T&A#UP|L5p+HFo(=WT-m1ntjCxEQ74k|LDNX%KpE{4J=R%
zU@STVqv}5(|9iB2x%Pjv!q&yi2^eg)MlNQeW<Vppq?*}V00WtcgM}FwyZ>zgrvn#o
zGJnOLvx}3NksYi@)|s!TpzgxTBiCV7{niQ;WEu{n`Le|_Bsr<0mI!lr9D%ST!2b*d
zdPNR?W|=Y^GkUO7e8=X^Iu)iVg6FyIZxd6OgF!QWINR!?bads*s`@|gi)@%3L!H|)
zKd!%-hdJ-#t%q-u&N+vmXhA5#kS#OATJ@HbXPNTruITxR)<I_{o{?A!?Kro5&_A${
ziQPG9Z!pe$jNG7vpT1i*x=f@zTsTx(!T{#$aBg0f&Xx~&Ydnwrh#PW35Z4yns@HBF
zk+io2EeAs55G!pi&&B171dn=R^EzwnZ!a3Ra6fvcP*&l6$@v<(Ovb8GOxop1iq1qz
zug~wZ&j~ER>is}`4+Y=5y@sbJEmQyq_e!fTbZc&O-kI4@CV`~4?Q+>V)uipv4V_lx
zrt=OL+H;#WohMMx8{ek-o|+pjPY&?cwJrVll6b0Zw`QL!-Q`#FKZJs8W!l=kn&oT-
z6+iw}7vEe|W^dqVyl(_3dLsy*%}Hj^)VZBkZ1Rw+ADef@p7ADJ*`50;!+4#fe7-xr
z^)91){9-k@%5tLrCj1c1lm_*2e+{?$`434pMYq?9Ds(-@?Yp!*8YzG%1EiiEj9=p-
zP`Vo|Oo-PRO9lG4gyj1NQ9}wg<M*K7RInz5tBE2i?KxYHVqmC7o6Ri1`SB0%3h7TF
z{+R78MQv8tD5-h{y&C!fGmPrOpv8PWrm%OP@0q$Y4_yw`3P*}n1X2WU3ML6PEFEVD
z82i-vL`{=JyPWkCe(+N}tpD{w#QN#nXb@19hWo)YZO(eAoW&b8OY!=Q=H#36qaQ^A
z|A!BM+*)mrq%dMFx;|)z@)b<Kxn;?o;j_U`D$764E^fzf0+&jT_@E@@2_jPB$k2S@
zmTD={cCrdGep!9P*^CC0rMpj~f+M$rBiQ!LiDAGpgg;nPJb%~^UW<v`ue6K|G)0;b
zvXF%)FPyM)51|a12~{e7BO_s81wOrzX~+<5z!ZqitR0VZW{F|I#Vx*Jaa8FU`r_dW
z&dgdL`5&GNWe_rxmJvB(ZMY;Gc;oaTc_SJMqUSG|=e*28xdWA!vJP7No39QCLB)!h
zy>{Z2N04m_l*(e|!KO&Qy;dsSC`acE9ApXnRESRTTb!1%E?RqPQ)kx62~K_@cx^gG
zCu)urh27uOO?qeFrxdo0gEHsFe{t@#&|;T3sXUC4X#?S93S;aZt6R#VzV!V@o_zt-
zmj`G-s1H0x>oMC-*zS!XCOGT!Em3+VY9%=kexV;|O^$Iyj_N=w&JfnONPVQFH}~~<
zE0eVW+`PF~t_e|K&bP4uS89&^$Mpa3kiF^HQ<oe`HJ%j>0eKDsCk(^3$v>^u=Yig2
z6D)Cd&Irf-vZH+jJSpl!R^q1xctN^oLy8d58vWuoHMyBY?G>q9^MXO3zrU{-hi{Wl
zOY?+V(j|WXvaLF&fWozogmnTw><f6#986l=?>EU`7EtYDpvGoQKoq_`HkG>~0A6Nq
zD$_b=m#`xlsn59F3d5)EI=b=fDwUTq(V;oM!MEAO1VKIVt<145q^yY-DN!3TO`u(b
zH*HiI^OWw)|Ai1vnS)7+>dI7=VJFF&`29sC_c}MCDQ2D4D^_o7oAEabWav6sC}#};
zNcI{3?v$5ohB~7iQ?%@slGdO!o1&y?=IoMD{^clP{~@sdP@T(wSh9s%R;o(a^61E}
z@`@>tkCI#1Mgxx+FE}$x{KIUu6EtXoRWc)x=+0{E9@TqT=eOl7>B@4HU!X94E)t8A
z)0gs}!(B+zqx?YsIB46pFN<uliz)mbzL;iZ0mN|9!!1BS2#%D-(!KIKvhx7_lbngO
zHi?rcpV2#@x`H3=SE&vZl|QR&$_g7FboTly`Z!0lLET8-wp~-~M35-6h_D8BddT1t
zQv(0fKvPveX8hpjl_=ANJ}~<z8%SwoWZNE<)_~Vav8#3C&o8&|b<~W+?C4tdXPT4i
zeAA;8A4m%tM+0lmos4G*rF6u%6aPZdK91oy;v3+&1PT93k?=h;{Z}kXvjwEHHXmrZ
z9V)6PwZjq1x3xX+quPz$rGY?w2bDuB*khOu5+SH3@|z;>x?>wx0SQ*Ui;Ys9g`)(~
zbxvF{ZX_dJW#AICnxmZ*lx;&?P#DA_ZUE2!J@rg$Kx#Q3U4(@UIu3`_PKOo~04NuZ
zoW`9GZ<|(c@HGaNvNwWEdQ#e_kRjLqY_M5fN|pE5#HFR9qNW{we7$jUuB&He>BzZb
zbuS+~mXwmOqaa`YgIPafISt2MDPE~e?Ga;U8DW^Da$05M9KvU3w7OeWJ(WCr;WliU
zn=pgvCak_eaT=6u=frkMVH2U~Y$q$nq^y$lCmiBXmX(ELNbA%s#7}A04RLoLE(7q>
zB)WYChcJ2fcAxV+9t~HrMR&Sa%SOjw7k-!B0+^qD=;dRz3HRtSNm}c?>O%G4AWuaa
zLsShJZmG3hVY|(VRzgzmJW2)p8W&s5qpJNkJMWMl3Bq^T;-x0{AUrJAg~esPs)O|`
z#wz_?eFE`|@)~-bs(|wSSeW_+Bl!>PL&)PF(?*A7z%m^qeW2PKDU}zF?hVzJuqx*h
zvld77ef1k`+biDm%TCTA*MX6ly%8ryQJ5TjF$eN@*%@;hDs%8`uVt$rA0oMbax&4h
zm-hm$TWn%Ei$UmZ6NVrcYA2wG81|)*kUf*+-7Ayknr3j+TPoI1Upbn3m`NW(XL>iP
z^7~tNcF_)J*0n7@cgUM*bdB6OnwLnkne#t_+lkUixDS2mNI4FZ@?yugsVeDlm27^C
zb5o4%rRnNL^prBl5vPdn<$y&JxmEq>mCRT-O3<g?;FeMP%up_cv>asAz%w*oeF?^y
zMQ1q<SX=qz4<K`k?Rp={day*yr0<9=DisZqVitNX_Tc2<$x0^s@v9<4EHFNK?09EA
zi(oshUB@v*gwd?D76zAX>Z&KHU3d0{fDm)WS~BPrlT~b1zG0O=NYud1Ijup8j3iZh
zT&5_YONK0QVr^Y;{&M7X0snw6@zW(>K(qa)IJVA**bj>$e0K55Tl9&dM-Fz+)mNl7
zKD&2`3?r)(!^Hc?rPgfMcf0rVJ~ZEo4f&o8KWg-o%PPC}JIOvY1^lMa(-_v!;HG=*
z12$dk^thVZw(z>d1Iegms<2?pRuQ-qj^xqPkdSZ(%fKZjS!SYhdYAR4V&sCHe0eHK
zqE)q{()l?29f*y601h&y@DZ7nQyM!frJ6H>tEB(!OpnvhNslM8D?FXvA@-mHqFxqK
z*<StuB6Nc2?SbgfsQ%0~a9MSGE>Y2BCI6DIeVkXu@^ytJ)Lm+r0m16FBY&iT;7??f
zpx&*%WRc()0i@kg30Q*SNol?+Q4)ZK5PiV3<S%c|43T^gT`I3y$3ahV-Z_uom*WF0
ze^g?Erm_V3IHwHnGOo0DZ4M3EpKw{CCJJ68{de8s)&y~>U0dM2C<8x6i!KX-+L8AD
zWUa=I^?NRRI{h<!+FMD)QeZwRa-8*3=3ViqJ131Sh_|OqmG-1CZ4e4j&$Dp^_)HA5
zffJx3z91<d{ksmdKvEVq19j^uY5g~S7RV#c{l@O}>q(GW5LZy$-^Kq7YWuo0?I}8!
zTYB1x*XiZ#__l;0=l6`&rxo$Qu*#F%8!>eVJv)C>+jMPyeV-C@6hdqRexmTZ33AG&
zA1jLbL5C$j>;^uc(m&1_=DFJZ;%=qYxf>NqrEpkinV3dWZs|~|a?7JTPHvu#m;}9P
z6RStV?D=G|@t|Y|J-Q8aOGRu_HL$=TsJ=jwKntk!rk;zQt{#6OuNsKaP$rfJVET%t
z2rfE;7+(MxtX`x&OM0i)i{^Yl9~}vuh0bKNuC0-qLpqEWUU2jw&B7Cg=0A<1YNSA(
z!Rl`^tXH<xVFQX*g{n%5(9}Y^s+?-_2&eyi@VA#~CBkFwYb%!D&)ip>&%no?mmx7@
zx{L_<P6Yc84539s@f*;?>?OhjZ<K<Fr)vUS;$MgB_Xv9P+PF#IM+F!b`>YmtR1LoM
zq)68AqyC8mw;>TSCan<%l_6ym1@$FWlmJyDH6#I{qYt=h29N+0{C)8Dz=r|D@4$NT
z_7GgKPH@Bgae4qgzy=^wi2c_eNGlMlgx3x1<1P}^2C;x3NyA9+-;#Ne;G>e=qM*_)
zA|8Z$_`}tLIS`(ZdmwS|_Yhve`b>&t{S?Sh_`qT{8pH0nlulp*{~#~+ATRzwR_#N+
zwD_~FcT?LN;-n6i+{p6>E9{_o;yG-~b@*d>&{ZEK^G?<CPM{qljsBqIt%D3!=jkJ&
zb?TeOq(x%6pvGqpQndV$j1U^F8Wx197A#XQQWF8!N4An*Q&3xcj6TT0CSsqa%RmHt
znOS+!^`RyochV@TS>L@-4;HGby|#5Ffsdf63<lqN{hia%ey%WUS8cL3C9q?fco;XX
z4pM&~a*q~|@Z{TJ<-4N}bH?KLk0hk<O67JVB@7?+IVwUmHjV1ApjhN&RPhaScQy^J
zpbMvGlu_NLigShOSwG{#fIvwE_DD!k>e0&a%A^RxK1ng{k*sjcl`4AYmE3M5u}JXY
z#Xg^c%`@8uzMD;xO#D<d&4}GiyOk9hZw+yY7T-0~w_E}7%O<<EeZ$wL&2vSffX#Dd
zi<MF=8BZsC2N9!kw|B<c#VVx8&>sD7JYk8<wlh(x?g-<nO?L6EJY<NAO+C-b-q`jR
z8D+W9I!Wm;kWX9jI;heNos3ye6J$8v4m%{ne~s|*;bD0(4(2{o&lralh-bq60{kvP
zWy{=`1S&;)?rB%y^nYRTeUr}3Gu91r>MrDpz_7&B_9qPPfWLx`DI~swKatQLUJJbl
zB9jY!<K=YK5PrQB;s#SIL@R}NO>q6El7xbm95f41kHX9|J0kT0eMgP$jaUA)+B4Mx
z_R>Oh^MMv!@OOJ7&H+@w6p~t^z9(@N(U(woYB&8!q#Vho8kH4`PRwS;%LV)$k^&9t
znaP7~rA~tdZB;d&eZ`yW7h-|V^u`gB3uL_q&!#_An55STp;Le{723wYot!RAN+4Fw
z3{t1GU8WLE!)Ab2-o26w(F^$t{R;to@7fi;5A>G*7BTq^d8=e)(Pr`7k*pVDlp2CB
z=k_u2rV6rJo;JF$MjoWcVzFamw<Je_+`nKu2p(gs)#$2_O{Dzl!b~Hd=Dg5<Uf5L*
zJ>$MaRYV0?)78^DM|O7_tRdtz1QaG%^nGkCC=7!VSJ6-4guM#eC_cD<gSUDv6TlN>
z-b^91B$^V|hQapQP1AU#HjAmt_~t7bVjt$*nK5LcSo+_h_(pOLPbk{RbFw^;)Dr_{
zfR|#$d8(Qs47@$?X;3H&-7K{J3%b#ZJuU8qe3k-H&$umJ<gqXI*tf{I;-6UWpxHte
zGndn+M{=@;MP-~|sk_p=P*npSIQBgR9%$q5@;-E3h+83-y@5|CZ=gSwaJfFd`3V+%
zX8t0k<rO1dcB~)fokdir15rQGo<&*`*)zMryZN3h?pX#}o>ZRSR>ps#e)6-Wciv>)
zL8xT;9}e7c=N;PJ)Um<r;gS3Cj}Wt$^ghSvdi=Fsd$Y&7p%no~9Nk~;g{RX1-Z6?F
z9F}fq?<h5R@!r$s%t+Y*7`#Ch(+0IEQA!Q~9@u!}H=-~y{(pX4ETM1Eov}Y-aza<{
zX`!@Dvs!VXrj<Le&2RM>!!xdkDDkQae9!dn5U^c|j>WLm%dz<S?)o-8va`O06rn-f
z<9mTG`(Z!4B%@u*MS%(gbPHpgEwvt{{Gf}v5O*PC^x|XmL#(-%S{9<$Bzca8BzT_m
zMr;)$c-QEE$3QD8`V2_>s~EfcJ;-O*0ooxi0=DJw_4c0Lw@v1<U`9gTdXFSt=u=SM
z3*2j!<Jy}yw3dYBtYq*zTX4vA^}u=%6h8F^(*P=*FlL54_wV{J%m7;9y@Li`2QCZG
zA!eg(T1@xyP2{^q`*WNPth@6CC|~yNP9;^Qhr<Y;zwxdmUR1G5D!S;Dv^8mR_%lW+
zk>q*Pw;E)9R@q65s&NMhX&pgB-sbzJ5EZ&sjhq;i#FMrgc+g2n=zG52Z{9ZaH`Qhn
z)VCfdr-n$IJXNILX{OlCI;^OLQZJx5Xv9g^uKSa~1q~NA1nq{wm0Cv7khky4#t`z3
z+Q#g~h7|+WKMWBe#fxfjq(R9*W`EC?IhC)|$-psl(B4BP!)V{ul~=yfmAS&nu&XkS
zJcz1^du}(zcCswHK2%l&KtzC7{;k<Y7WdB4_284|Y5UzwxE*c~Q*m7wbw@J(Y>a%Y
z44zaVQ)8}O-Tc$C*psH|LKT`SOt~Y*#kUPaPg8;<JJ0##txa4Hk5t0N!WA~Vx)ExS
zKI)-CA6Eb)4pK`wCNlD-W@(qsUxHEcQnkA~Xe@D;acQqg_I@9#s$AKDgRXSLv2#VO
zvB*hc+jhSt&6u|0B6sfjFwnj8y4mdI{P`nfV;Ad@x6yd*$>CzPwqiK(+btJTb3E}I
zJY&B8cp*+N4pqO6#!))PJnUV~&*0fG*>%*9$LQbeD$Qk6F6-#*wE<-_qOx6;j7u+u
z$j_U2?T$h%$n!dZkk}2i)7r*#RE~z>P=p*%{zzDK^ZM6~3&Hg&QmsST2O8!$s1MK3
zKS5d0l~@^PKihswFUnk=pHTdixMyO=j>odYs5pnxpE2Rv<*$kHgO6g4exwXQV1c3&
zCn!Zyod=YbU`-QE8^qzBHHx$T3InCRUjcxiY!h{}Ant~WZYX3edp3yj>2#`gs>@aQ
zRu)#8RPxd2Y_G1)!LHj81p5i%pp^_<Az4cQBHhQ<v}ycia|3`Q*JIFxg#(3TSSYD)
zR(s}1t>SX6xn2dkWq-FdA7uKYu=>~Z;it~Q$NShrs$re8p2;WLzdoY=50=N>D71T|
z>{XnPyyF8q8ucxXkGrSge)Fsk%BU-P#b^d5NKQK}_|~WcqYjDrmh=Gg-#8U^>~cR)
zJi=mU>CbMm@<=Ua^5%lrz^&eJm7L{8Y*_t`Jp~?gvEiEZ;|fZRT^fvKcNE)XR>M$Z
z&9@5@e%1Ets1n=t?i5fqOYcQX^(?Yx77>8P+K@BEK-IAOif5o=0&5zaVs3U@MLuht
zk0q0<6@-w$E-EF8(0re_;cVPArq!TR7`V%|muz)VoTAZ^gVn1sgowN!Aktgf`!io$
z#+j@xMiVvLzO1`kyVQ3(Df~%ykUPekDt0l!eaM$8v~k+WvAZcdnq@S}YM~?^tYoFC
zL>;`Nn6i|Vye}tvSANHcGhXN!(LozA<_*gd24;b_jTIWEjYMWVJV05es;^z~548o=
zp1nEZbmzhO(UEtEEVZ!Uk)X#h4m^;>-KO@TG;J~4jn|Gex=PYUp<OMasFRG8C-Hs6
zm^u3_k&}6~oB_NId>@Bha@4G0r#G{(+ie^4Y&P!_IWe_U;mN3rsIh6MQm6Sh*l}k!
zw&yIufEZyq=Pa2*yDU|jUARRzS=vt<p*&Em?gkmxQiLIXuVUY>RclFYm$x@LFg$9v
zA}v1ijD1hNv9fdbkDXzO$P@O>)~O3x6~d+$7Q3i~@4PZ-DZzT87OhL0pSXj3cu=EG
ziK)+4^3@~nKOPlcnmZmsJ@4B!IsKg%jsF1uH$1o2pdz4QmC7&MJs)Y$9Nia@84C#i
zOn%wdv*M(iI7-E5%8<ezgstV=|D{xTBS=$?Wny!ol*8b<(C*esxioVNDh_Io1{qXy
z#o~{dgH}nR?u5viTMc#KXfvg0GtB{eC^~KNjSR$@(=FdvHA68?gGzznl&4T51HXco
zhYW&h*;Y6KF&+uEqTzCHWRIAIW{Aj5&BtQxVDy2_+fHM>!{aU5fNweOT;Aom4fBG4
ztH#{Euo7T0HGX!HVlpq*m;L&7KX$m@2Fj6T%frWiqHvX_GMCcfxYhHik{X{q+tIMT
zR3kPkNQUN@C*PZu)EE9H@<UHgO>ZM#*_4_NBC@`#VaE)(bi<oA#q=}hCDqwE5hd{t
zlO;sPkhBi*#0E&>C@JYo(owmKM@1=Y)4cKtRk6=AM6g(~tFG6tf|k*UyG-46ISdM2
zipkrw!#+^VkZTUHjgRgnFcOe*;%NvJ>TlF;4Qd%hO4HT7vS|!_$Tb+HP`427;W016
zKE3|ico42<?Tp;y$<jqd{>hX`F52I1nw-?@7y7k?xMU=lPak^6>(tdlRXQ1yXGv2<
z(b>nVUBu9XYO@r{^gH`E1;48ZUX1mjJ4UBjEG3~TPokSbuLRZTwo<A5^fXdC<z~z1
zbuA|R8xU7CjdY^XY-ZSTm68~P5651_$PVRw_ix5-OA^W7_{Wh8B5Y#j2Y3f553KW?
zO%fzhAkH$xpM?5S)s#Cz+bx&-38K#1ZnhSq+v*Q}(e6W0Jn~7U3B$h)1-r(e$-&9a
z=1XcC)C(sf$=_AX%u4J2WGTy3`-t8nZY;SppHgPilZpOo5E{Fh&4*}k$Np3wzx7Ki
zP@)l0H8aE2?&@guXh}mS5^F-it6fotv6^fMXrNYvi2^O&j$qAo(Hu?+CX3g!p-XB!
z3!X6y8eR-2C7*_6@q6k^pB*nG^s!Pdt|TyOR;v>mC#M_mELPDoZ~o&(7Ll45*844S
zgsvKd@(6mXSegta7=($Eg2-hF6O!PJ5F(n&=3-~nXSe(hjx&CW?e$4$qC-xrZppCg
zF+9Qp{33f`t*x&9v!y|eUbPAf?mvKffFfwgA-LP;?09kyDFKZlZ{V>FIy#7qAhzGK
zwJ8CN6-~xKo97aHC3QEhS(TOvCU1mrW_rPMgV_>Y%QIDMvKeJy0LQ+=@J&fcS2{Iv
z6pkFRl7*UcLeu3pg8FbN5Qp8nUCYIOu^IbDh}haRbSfE`LUM?p0~`z(XiObOPi&3|
zz3`ZRurj$j$hO?yM@UN6C-PPrI7nxR>&O6*=)Uhq!-1{cIHyYVOBtsV=i{AZ99cXG
zW6yiPw38#9bK#&}dr|#SW4Hr9^03dK`7z(5u8ILmm}iI&5KsX_f#dG`_1zR&-zrTU
zi2{S?WlBm+5x{+WEh`vdt@*cdqrJVl>BnNUlj_vMxirZV8_YHJS*&QJXz=x9T3Vz!
z6^d9ixox%;3$^4Hg-yI4{)pX6@rrG1sx;Xje3-YVFIl1;mbVOyd<1o{iohzdn42i8
zSsQL9^ekacF?bdIfJ-c3DYZ;iXr(mUPTt~Am`UH{Q2MOoL)silH0=~CSxBFiNz7ac
zCK#KOrq(+!mGyP(d$qCo8_y!59h!{hpxk-)T8gUo%$GS)po+NbT)<5-k`y1Ws-2OR
zKc46&OP`-e8=e6#qnuE8^e%3e$^54XfAn4YinZp3%cAwKE-evNiSNGNei8osYbmRD
z4H&Eu4?3oL6l8HH$_7kJ_W@WVq0$yvaNU7_WWo``Vn_qWo)wcgEBE2UZ|RJY({Opb
zQt}af7~9s9U^VXp?X}7dwMJH(#f4Vf3iawq<`b<FFY(#MH(q}Z8&#+kufC10a-0!x
zXKHb??w|q~U!^*FPx)+%7Z^>w$BXM`b6i(>AxazfT&r&XK)vHO7rftABNf?YbILve
z+{H!wLNGrU*$wTn3ZdG&kX=4ccWPnt3nFTMl7HHWTZb_AF;+xq$GBmjT%ko~1$325
z8jW!p?mPUu+%ux7%xrYVOn2=zf6X{gi>|Yp9bPb%R%1%@73c#$w|cBl-FffujP~rt
zXOB(8F@4As;{s8dS%(~4aqf9_bvtWDS`IgKUwwC*k*A3x&{#faTSzb?rlN2hB1Mgr
zmZ%i!>OuMbqZLCmVpox~u+~cQ@)lwDc8fxdT(}%@1a5&=i-E5NLnh>cY)DQUTuMi*
zgMB4JHWf*K1(Q9qfHn0oz?4TE(b7k*y*=+m!r<>`*=)kyJ_jk}LD$W6vmXldfuT_?
z4Zxn-U@kSo-ewm42=_G68P-Qbcf<RRz3%UDyzl#2r@-q$PR50<#3sJ8`sa?f!Os`R
zK7U@|669yNMYab_-M{98KB;8Gr|BCxdw=X~I3`Xyiru&9P@7W&m!=^pguiW2x^1RJ
zSrt)}u4sAY@Lhm;dX|&FZk_f2G?bXhCsyu<CQ2#IP!lZ{!u>PDc~f79pC@Tab6zZS
z-0DK%3rFx<!ZKI^k@AIWNXf4&?JxVMCO==CA8)P?2hrh}v<bW@L-uGMM*)3Mk-#9m
z==xNS`bq{n3f;(H>bT<yd6IdY2}vSm<GX1t3G@A4YwP4$6JE@_7k#yQ#$2YGn(eBh
zpQF0T@!LzUc}a@Kjde2FQP;`P;YF3cjKGS=Kr)8_qkqo&M*j3sQrc*a)?X+rKJTsA
z%mcf(V-9W66y+1}U}evb%&q4_DB7%WcNAmoG+4)cH)G;OcDtW5FGJDj)b`4(YRb;1
z?rsmjJ38eEnd}B5E^02p)Lsd+ze$mUcQO=HsnAbOn5%8X8-?vm=+t!D*JYI^?E0Pt
zBvKe`?Y&UPulFh8{!&6ZOK0AyWZtG8T#?rY-(2Z6RYlQTx4^l(R?16`N>a<0D_Bdf
zCf^ZB=_(JD7vM!)(0ElHX^6pVK0#~|UGbiO&oR=a(MAfkM~aUl_Pm}Qu)$J^B(l|s
z&aSw&)&${<2sAW^krD!>6^^ydTl*)ADIN^h^(Y?vC{8w3>MBbVRbC|G*<`D)ET=va
z5Flo4cMm!0C?sWglhB|P{MOZNorHKg+zz&44XTkMbKh+&tz8B>)-J?9(6gtI%%(FR
z9x)%2^@fazWpsS>;K9d_>Phy!RYYB0z~EG#vfSkgW-&Qs;2_D=y=g4Ya|o14WJ=Zg
z2A*|)9-Z)Lxl&$HQx#Ucay`z<91Y=NQFbU2qbwb_txVO(&7iu#$u1i2cH*EwHG3k^
zV9liu!%SL^Y^lJM&p3fRd^d~tfV0ryJaJ+$T`i5~)9zS0AoUNuHpiytMY@@`b{-on
z#@ILS?wGzP^*&?A8+cfeQp0Bf&VY3EiKnB^fZlOtYY3=&>|;B^v3SIk>)$_zuDk==
z_H)cOpAnCn70%Fh?@(595%S$!q}S=73*;%fv~K>A6`8g><LEch#*0m$x61Szv&gh&
z5@kK^dNNEF9<Wga5dA<IHxinz%&OHYoO@ywW$8d>SdSW)nK&KinXs6^n)sul9v_{D
zha*rbYs_9f0^L|;E7V+qe{Est7m_9f7>{#14u&(SQ=rYg=}{+g{7%U=Hp~IbgPBzL
zht6NL#+eMY$6pO!ONX<G^t_}GB{F()aAqKidop2z7Y>de^fZFxMBzZ##U_&r3X)!m
zT#qoGr80{vc=>)bdCeiG_A(QplkaoF_CldK_V4TAn*FC$IZv|D{j2UDTr|vGvSh86
z=DfZA_Or&|G3}Ib|J(51^);Jv0vVsG5N~yU>mF?Q7WEf0sAwEA8Pr(^o7Toe1$`oF
ztFH4{_<U9CkYcpxgD5E1MeBX9@y{a*7;D(risY$3<J#&a3hWul(gxC_7cY22C!EbS
zmO21u4H+B@wc^l}H!CZyqlITft4oX7ZgUT-;nF1;0saj<N_Gg)fkoqW-6$|G6DGZn
zl)Zk^l#;#dd;KfaYL4qL*b1+)GMigReTM?#JO=hz2yJetzo~)sZY>*#5V4;ic5dr2
z@&!Z43uN!w!u|sdXu3BPu4V{kQz?7~;;G48usNbB;xd`VQ%>u>Pjt)7Q40JIu0!=P
z&WNMir#O+Cgn5v{aG4M6GGmsBn5|H}ZpVbzi$?xBk5XclAz^3?p7MO51@b&GEgSX@
zcZ!K;z<i`!MSF!cq}DzLbyKwsM^^e%MLN<eo*9a;>f0T+qm|9*m>)~mA8l177yJ$G
zF^QH;MwZE-lNqiyNUXY8u#iJU)Y@75Pxrvb9*{?$<;v_(5E=N#r#i|w(6;&w`F<n6
zOVrIMxDlw|V?6nD=CG@*9jaF~n)2FS;>S;>qn<+*bP#4e-3R(@k`ix7u-fiXW}>6}
z(y-K;5ZOYDx9mtHrAu<04J9ZPc9E=PE6jJzJO~(};VxFB#u66EJCj5y5YS3ADPf~~
zKW#2~@(LuIKH4dmz~JE%oYBxpAK<wHO-ZGY!KlGlx+xiV$G-(sfkKYAoMvcZfP;m&
zBBU+;x;VjQI>lYAp*hG(Rokwpy6^|NzwLCN{CW8~`KeXXUg4n8;(EHd)v3l8t;GxB
zfa~!6l2rlh`yZs;ZC)JBVF#gQUN=gf^a+naagmkX<z^wn+s%|m^L|Y(_&4!VAELA<
z4U)I+wwzz{U4uby(ATbXNBNvmV*uJ<`)G3d$wW4|NF*N?o~FNv(SRCYrvH2pD!ID;
zIs&6Iun2~OXuga<ofbp+o_AW4+f=r*M}YcaI3S|2#G8a(@|zR+Jj*QdyV`5Pq!>v}
zj442p9Bj&ELIOKKXm=2sb9fpDUIhwFG`1x4c-t%AOO{WVb4BCVC6=?Sk_z3H5hAWF
z0%l+G$o06}57sNTFm`O)IGb)(Mrc@9DYp@)_|_~pqXPORT}xi9aR{hK_*A-9e6mCK
zL$c7G5%E7B>iOy;>QNTzmZb|W6$9!n6_5T!asS#t0dSg9NAZ~wMMYf!tFZl$DGv+W
z1_Y!Jv4S1lq(6EU1D9(N#r^RD@DgaH@jBH`B)_Q`Ao(k3@It1fk`v5&aAXA*z_6LT
z5eJxPmY$AVuJs=cuN&i8$dm{!)%1{nCM5D_xjsJq8$RAmJ1LC1`F(u^PeUgs_jCFH
z#icFY<X0i&nnMl9(Cq%97Cj4Er|l14XPu>15OH2y8G|M65iXN&X~D~rYj?XY3VAk*
zl5UiPztg8JC2&fQ8B;<w8SUu8jjG7b!?w*tw4=5;e@zDESe+lP|C{Et`PnE+7w!#)
z6ObdEgTlb>0Ubk1((etc57ml^_v&#Lh7wdm*vBZnmAGDV1}2Ct4T=$$x#QL(dSr!u
zS^|&9@A=ps^H7Kup)5U3w0l?-tcFCyXfjWIml<|BsKez-JaK>7`}E4AUt&um$D5AT
zQD*dN-<$B__A`%dCRh@^j$PI8V6sGl`w}XqZ$^uQXqVvM5iTjtbjK;YA{fFt*F4us
z`lRz<mQ{UrD)-z^XYuTCq7uthOK=2)v8W;>2sig1GDW|8<XxuO!D%rqzw^u_D9V5c
zpZy-dE`h_HX5J9SIiw0r8Bd2Q>In}Ise<9A0v+|R>o;e`Y2hWLA>v^dMHKd)(=d;{
z=apUmUUdD#1ZoNym+6-Grtw=oT2MO^qxv%)^+z5%A$)skktqPI0GlWJ172RRoIG%#
z>8hE{Q1T4o+oz(ofPe{seNts)wSOytLs3<5N^l|D6`3q#b+@2IpH^&N3OB_5%XBL)
z_iCFgA_ux$qGnCHEscfElBQ~nQ0zeT9mm0sEYK{wdpSEUaTLPIil4O$^V55bzxrlD
zbEFd;b%W0AxQXT*rtjlq_iRfmXr|a$W3aHeqc~`jT!&u+9_=odHsLqoOD`lJ<E2QB
zy?Ri1(Nz9I=QLI2PEJk=h{#1ny}QtctS*}(7S}(($-~*h=D=VF_*7?8qFQg46qCeE
z!^$r;)-@GqCF5{F!=B>Xb5GlI<{|RT{8B`k2vPYJ+}oD+lJ?HzLMx7`g2IBdS#y;(
zowk=o8&OnC1-TDkD)ob}9Zf((8PFuYfns4Vh@PI&h#d;yMcm`N*gZRg-~EZK^DX=S
zmxB;Ibbmc4B{Us|y^ipq(AjHmHhv8zxjES{O$g0`t4?|3ljA&XkVg_4A@|+=<CvFj
zk2&+aXssNo(LB5os6lyGi&-Vx27*{Q4wgz83u~)c)^E5@tiZx^EkZ{Ps(2>kqYE;)
zsQ*ZCkYfU@^8EYZeoPmi`cumLO(uy}%87IY=)SblT{W=VJI)&aI$kK4v$Q<h$qf8`
zdnAjQT5M)jHqc;#WQ^-Co=uB}_Gp>0{etW3xtfJsMYuE;FtlKT>IbM}NG|s(QlAf(
zhD{@!>vy5>Vlkm+Ner%avl=&hJWuC5&iF8p*8am#G@_l@SjZp0h!#%sJwbleZ|=X_
zUy|>8p)@G}#zB;j35@&$pEy?uab`Vn@=ARVK}ZR<{e8HF-!NGTeg-DU`}l!Q9*043
zh5*32vw0@|p4vo%g`EUqqZ^U*mGL6X2+}Kh)<{DY5A%vt!lTWI|17+rWov^Z7P~+(
zSZ6%SBd}uyJ4gpiiQF3IKpYn{R)ZWT8s#9|-Wuh2a2N!$D|@1EGd-#1gdADQ{=RYP
z*D>KtwkS<DA|}T*Q1MK`)dOp-s!bWKM*(Ti7<ERb2_Z;cGWD2yRraJKP3?>XmOy#N
zx1pX|;2u$0SP)`Hm^0E>vFp(8*M#Tj>uAE&3mwKI{N-u<UToq4d2lb(6}yd)#-T{#
z0Bt6G5IukNyXL|<jU&`I-cGwbxmJB_t?wqA@e+9Vwna3ja*#!*($|iyjeWo`h*Y5<
zDJfDcO|lf-m`hnJT{j`Mx*xSjOxY}5HmW#zq{!1LpZ4!KM5IOpBR{m0ZqLXV0vrux
zx1kjTITlU-4QlOhWxH{MB0X&qW_Si;I4GL2bgLpMJ^JX7;q3ZUvwjA{$jA_Eu$g8P
zHfsij66JtXcXko<7|K|(up@yUZ7QW`0)DZmc9G+$^+;od2(4I_hAtop33Ci151!od
zw*ND>RTy<UR4q6RnMyDsj@dCaIw@aQG%5=6@v&#-ofktXzy^gF)Pjq+U}=_P?r~P9
zyEgKJ#24%r6ifmXA{pnX5F9ahpjo&!b^@3-@y`y5(Bc~q3=!0C(MLisN6d;~BD03_
zu+qaqbU2h6keD;rs7Ry8=hr9#aZh11$+yDm-`L<CHNI7C*wOsU#?~FU3XK8hu+KeX
z!i^D!9;6I5S%bDj)y(~;4U-!#I3lcR4-d?*x$YPKs4N)&jcYHEcSakh#k?;Ayu`Cc
zgKRG~DI1(Bz=?!12!7;sMv@7?1T^WpHc643W5KuG*R&GoVHv7FnNSyr-!5Bga?%oh
ze<S4>_T^`@S3B2LOr({Vt?%g!*pY+vj1RQ=J|BLe4Lj`2l(l8cImjtUHrC%`gQAv+
zk3@703B?u5mwOmM!&I%@EwEC7dPNzcEp{g|?uv32n-%Y<s1EIg>FcELJt{ynNloR)
zL}rm-0mFt{M}d<SjY_#|Y;7y*NtPANJnVXzgYPA&1maC@u^?9ITksR5$cI*=z@4hd
zs78Znzy_!IlsF<4oU+=u6pU1iOhv&G58JG|(}EQCMhAST;8%)NRKRq(E~RTSf1Go5
z(4vCm#cjq_*$RcH(q*IvImjc|bW@ntqp(j~i?sidh&9g$l9B`K*|v(4dh?uZsYwy3
zQ%~c+L@!-fiA04Fh(LC-%UPm;EnT*b#BNNl6NLO|<zJwpe?1wu?8=18p-{}`ge{$S
zsvclu<CGH6A8K^q!-GxegF6!|$NpI+*SIjv+j4QHDy@p{5Ue;f;VP6r)Bn=WfRfOG
zH2W?-*ux*@snY8fewZtcu%sZ(15uC^k=o<<8-1RVF^o6|!1?xxU?ec4LObutaTJ~O
z>ms%#P!%>2k1X=SZ9NYIGXPceSr}mA?x-HX9JJnlCGQ_qaF9bw^IMxj`t!82)P(9g
z6owgkQV8^koV!4OD7clOt<pbeC{5A5#Ba%0v`UWT&|ai@MFA}S>NA24#6r@)=2?Rx
zEqiyzKEw$Ei)(_i>W2Nq1={R{g$E!8(CZRPRUqT_7AU^wqOu`S{Wb+??1s+g3A0U+
z1YuI-`+%*qAv=8!@sjg`@0|p`iHY)264V=VM!#|T;FOyf1^Q45UQZKLY4R^lF>55>
zB1w=tzmZgXPg(y(<t9OSH$gb-#J(7hLf}F{R13xE`wH@ph0a7^Ap{ndp!8m)`=li7
z)rBGL>mO4aX-c5it=L)h-)D`ciQ<PJxXuAZxrmeyH4?$A<L*-sTnc>GLNJ|$$WEkz
z3CW5m^8(C=*u{}zdSPoD4E|ok)cPsHGM5B>Z7#_v6~}a3{QFpBVvZWnYZ}MN4HDiP
zo8n~$v5cco<*B5^HN=+T1ByGMug`kB-=CG2>@gk^ZZ2cq)o>rF2wt|t=PQY79nXlS
zfF~GzMpN3nNTap#nZ0hB@N2Qo1HqU(eU?&f^={}t*n`@d8t{~m_^!L%0?e=F50aUr
zwv9m<(e`*MjgQy73A4l!c|q7$$7+ezgF&69*{=#e*68+Qy@&IOf7_nOXOlSb20=c%
zH^w1e3BW7*3d#Nh+kqiMK7a02m<_`Qkzllp2J2ZtBb5+5Mv{I45Hb?pf!KgDVE4SZ
zHe!oK*FJL2&u9kU1&PC!Emt)2jQ~KQ%T~!0cS+IhOV5Pi2g8+IfUo$R<=&K+TU>NL
zoj(-yr!jiOlq`;k{mViqma?{D!Vti8ef|#bq1dZET4n(&U428v@7(Ugu0(-hO$)iZ
zqg##u5p3Vj30zW+kpzYENk>8&vqwKN3b3XDfO6hNG`AQ2*<`0FvJDrtFQDI^QQge4
z43ByR-lCCU{t@fdS)1QZ!3;U!U%|}WgsHMBtZBn!o0*sFzMv>*tEkMXtnM@#@o8_B
zFw;Qogsk#I=kgwIyF_346jeE4uUtkn-#;mW@uKerbvR%6yfp%@fZ)4m-Gw%>bfi<M
zYk9dkQ$J%Wp&MDqjgpi;qHkQm*r`!cRYd;fSRQR`(YxLanhNJ^v?;Nrf04SRmsK#T
zHAE|6f7=eIS`k_PqB1q#o5!25G$bmgu<|J1K0vJx|NA^E)M(5I;iyo;2i?unk_Li-
z{a<g3_@wNU5BHWi%8S}t;NA@Fj)kKR&u;=C$v^?0{F&E)EbdD@tc6YaJ=8;dKHw5&
zm|-mZJaWocLH_J2li1RNf;PGrd`lp$Q>g7j2D6^RBY6c3bI3}2yrEfFHBjBa%nc*%
zXK_BI0o-9t+9bD21`b+JFs+;g=BQwWk0oUxKL$}yd#MsF?jLH}IKi|8z^L>#CyX96
zIjVi(B6gpkbDY%N!7AE25|MlKb?e^&XBzh^Bj4n0pN@#1$oN(FF1XT#*9AJVSnFwt
zs2Cp))<*EDe^C$JY9p9IRFdlfiFYoLGP&%uQNZlaXdJe_=kQFmSh_*MaAw9`Ae*58
zn<E=B^s)M2F|vdJP$mPc2FTKkmp=_YMrF$5&HWQF0V!P|Qr*1+PQ|1e2_&R$vCoSw
zWY=j`4x)VWiRc0PLBY&YN`#n%Av!qDKaje<{U4Ow1#IM8mmus8bJAf>I?PFjIq5Jb
z9cE@`W@ct)W@e@iGgY9%%*@$-XLdB-_wQ=7zieOEJtf&CUCXjd_dMrmXs1_yM2pY<
zjOhCM_U;xpq_l!DGiRKA1Yzvc88Y%9K}kX<9u7k@X>Y`J<Sh|@t%9JhrcOy&x7@%z
zoK&pp2UoSA^-^&F6S4<-MdY^*@@iO-_~y};DxSHBkGz+qD1@cqnGDoiAV=PM0>#EU
zWkXv-=SSM;E7fxp5vr*!{$DD#-DV<PY)>btCWjKiD*X%WY4lwc0!Xl)x!b`<e*EwV
zM<SZOaQf*$XxMyfZFphPNYVtP7%ttIAM-%7V6?}4^7ylJh`Zz|mK=N7IhU$*$}VC^
z@d9fTVtK|P7YpH?a=+%x3-sR1*5secy12ii%{<-cP7E~?kJJQRd8j0?k21wlV?Pi8
zfJ_wx;)m|mT+GjE8gcJf)D2=++Q*(gi{%3AS-U;#ES=n{*UCI9-K|M<`O~l8D<9U(
zrp~~t&q}SK*y+qRIl7JZ5((QG)=}tJdM9duX5Z_YU;Auu@F{%^50txZQ7*>}z@m+r
zSbrz&ggp&jC_iy<O_A!BC%trbN;#r2wW9oRh4?$EH>T<PX-qL+gbULu2b`7}Wk4u0
zi)9G^Wu)hd=Q3Q$j?x33yFe`9vZ$u4QqnCAmlA??sewTVcSXrwz;urbTt4+U@;T9p
zwvVW7#qisdmU#qj<$Y#NZFUL{B-+$U^400V+ywP;a<ceF+9Q;ZPek4J45j97S6#6M
zn8zG(kMqJLkqG<h2d)?aC!6jUJxTBz3!oqWW^>WS$;aTrecfuXm57f`g2`w2PQ7PI
z^J-Hw$SF%wH_gn~rCP|~WdwhqE>)J|ilCe47GQH!-oKt=-TCe*den0$gsPi6uk&do
zA9~mBhvw+08`?@_-xtDtLk-X#k7<9(&du&!^z8`u8^c!DWa@6k|DsE|sps77IXz6f
zL2@~b=}gFed{ZbLVy=IWByT5MV>|@3zu!`kBexHekP~dEr!LeoQ+l0%^XlpVorVt#
zpvFRnwABtdrye~VOGi%vt%FjlYFaLCupFOHnnek3wC-L2>x$J(6#E|02GddJloDO>
z8gswH>DD=T8~r~X*|t81mMMJv4##kN)d;)Ne0rITG$jisxSHNY20J))@SR;n{}O``
z(d|nOcD|$GRgbfsI1k83G*IZ(4j%R1<TE$+Q?^yF=3~u!d#hR-w^+6>X{}G8Rz_6_
z+6}`uI?;0>eVXO-{zqLY)`=0ct@KW7_)e|o`ugsjbJ;$?uWKiX)0p3>5Zn{X&RKHm
zKwVDzJ`(=QkU3G;kjs{t-XNu*y9%0--{kJ_wLI?(8AUFs67zkh<AE%qm>V#zRadIE
z{8NvPBV|gIT8=@p?@@U#$TIH?7=Hj?Na}f}ws52-?H*a@k_NC52)*hqO|bmW`l%-a
z-MS?FSJu`a2g%dL(~m(P1Z!<u`74rlcR($|X0!z$50Qhe!`Xf(`bgpm$K=dHtcR=B
z(eBUJ@GD3J)9H*wQg8DdE1RoFL8j8a$BRotQ8)rinx~^w9iKMR&R0K!tz71$1D7*g
z%vjx~7i*cXdKjDGLq>ho9P2#;b4;l-OyvV{K0DbdFO{y$yUhca?t7nR!TufxK*`O*
zBkMcQ#Io@Qc5MPLkdkTLbu*lOv59-m<*}<&)2d8A&qk&FgQ3zPm!5~r6U*xf-F4U2
zl$<3cDj82L11;Kf&C2GvpO$;}<#xka7H5wk-D(Q&YqUXmKBf;FxThS&_YL%unCKTK
zr{5$jd{&Js`LoP)A#VODis3i#xN<8^DIi<dnRTn7tncn{3sTCDv3M!;c`Y&w`s9g?
zXO%Vx_0_r~)bgzRCAKzJP8sse8O0(6G7Ocf$<%SOaVAiLcP~3W!clKZx9{6t{!qCc
zAMAGbBC4|Mp1)iuwnYls4L1wyNp7GJERXK-A52FBo=5QUCvfVvVFGb_EX&4FqBxm<
zDLonqjm<UDFc8pZo5(A&lewPdGajtDVA6rro)rK$G~MckSzBA!dVvWGpY(Kq^^kk+
z@6M{stFHMI8e+XAV)cno8yN+ioh?7K+wv_2B4}6UpWmc1L_nIyFuYp21vUYly4;x?
zFdA8gajZd9HI4TY<vyK<C#_9?s}DC9iP>b!&+UFuUaSvA6D}uVQlt9*<gAa|GYd4D
zoJe>+Cs-9Dv9mk6cBOG-U8|f?L7aB$;MFUVH>TPf&-BKn!Emy&$ab=iPUm61Ud=H*
z7uEElu{@otRxAHp#6`1V*-5Uv9)}#Dmlrjr(`hdYV1I8qFBk6Fu$dJOq=Rwfj;)RR
z0?z0zVLIUz3<P*;yd8CE8SOr}QCRqvD_t3zq~zJOFW=}Lt}Ix_yaMapZ)gpBCR$#P
zN!H|mUmnCi^j0;lSR_Kd_5aMFp4Bi@Xzk6wRP2q3UR@q18WFF3eL6kUb?d9m2cF;X
zS26SMo-eF8=emjHrh7X(;s8t3o7VBV&7PTzh2-0Q?Fl8{<hI_ywgqmTd*?W~U2O(F
zdq&Nq+qCEPst-U&0V<Br*-xehb*+0`NcX}y9_=Ink0u?4xzp~Lx%HOhms(C{-LX=d
z?wX1x)d?Q^_s4NyrroAn@MjDAtN^cj<yzp3=1)KdF}7HU`!fcanq8x-8QUbED-j)O
z#S*c1^SK4#*Xhf!v*q+Mm=XtUK;V>;-cJoniFu#>SFY~6R6)zk$ITaCPz*aiux}V%
z%JPAjxk$T^w-~iro6J_TqYr<`LQO(`$0H4ZkR69YZ9=QrnH7bJ49#dLWtscLG|nI>
ze&hNuOLJ*M;Dl#>pde<1{}mQSicJq+7dsaul?Q`cATfwGxG1I37IPFJ>wA~0(-F&X
zUoYkM*HFJe;`ibZzH4gX_wpRJHIF5qPntWcg$=>NhCjV}^V&^0T>G3`e@BU&_t~|4
z!|buN=FRC^^xDgiO5J-6w&Hf`GT9-lXMknc)W!13c0XM^b;`ZkY}B9$0#g|(89vE4
z$8vN3MDbE{sxN!lxU^hfv1E_}{KaZ+bXT-^Js0j}U?i5qJ=S@sZR|co=EDYaJogTL
zTTPpdxfkdeD}AS6N--5JQoVpq%8G2C1*WTA%G?e}rWu-S9>-p(qU><$Jhn&SodWR2
zZ6Z^ez1*7YLrJmr^JAjHK4c<<0hpHXEN(HP-amzHM0F)B3|o}%i}UYCs27p{41Oxs
zbA0fF8Mx6RHbb)u@95fxL@G()haeB;`5w~WT~rguxiApEF0HSRZXi1F;@dCOz(TTw
zv?P-!!0I{#k?6N!z<Y0xlfbTAz}Ba6;A`<gn8XWxmLX)``>0Dvo1cuVrCy~GjGM8o
zuXkCZS&QtO_2yr6;-z$u)A|Bu54jgqjkvc*=v_+{x#=5Xc%3ZT&Dop>mITi8R9lXw
zuNbm)%&{0HS=62EE?ViCYp3tR7dGv$y6Q@b_Maxaxi3m-(+07!9xq_wzP2lP<y4es
zTGDvytQK2VdqrVMKbOscm=qh|H;2J$BMeBky1C65_0F?j^Zrm6#&sZoJ${z8I@_&x
z!Xd~er&gij&OdQ3{!w8^OLHxmssbo-+C4-}wI5hUui%+p#QL;(oO$=?Tg0Ij7Aqp(
zt<#2HKXE?gtg0dbkGu~FzM8jh|KJ)Q@bBW1F6?eiEn70?CbFUVtzCVaj7iWdp;~;g
zK-f?Ye=*D5<%eMT!-`6OJ<#3t{+#pu;~S30&K8G#B+XZf{qLERT=&ldh-6DvQ_aKZ
zdom=&hN~P;XBvld4S|VP2B%BM-YYeiG)52c-T7owdXb=RRGCF|eog}~vYpd|$gwFv
zU??V*4B@JvZvr0ki~RikOLL%&w<Xs}ZFQtd_9S&xCk8*z)wc3zw%)ZQyNlml;$t8i
z$wm}@g|KddpPW(VGo`x@fm1CwCFtwN`^l+pD-v(viSFA%rFv@SE`BjQaKp~(q&ZwF
z$MYn)hxt5on)feRZ<v+11NFk7PNr)KlmQqR7|^HBy>D!e@I3X`*CL78yJ90@a~oZ=
z)Nf*E=oOafc#s+Qhq|sDy7lnoT`XaJoO$2P`JRZf0a4Y)rJr)ld+8c{)GqFRdE{`n
zAA(_HDd*?^BK9Y&*6RStuP}+O7blHv^Rs2ixD`9?+UuW~@r8U_Mp5DxJ%H_Ua37|K
zHwtz*=mi7eN5tO!bD+yX5E8lwwFD)7r>OafUIFkw<6pyq5pYf&D=yf@D;~)H`AzUE
zv0Nryu4-@Bzz5ZedIm22Ad1bhw?_kmZMS4*FGV0i0&|@L15LJKz0txrN_nArv{DyJ
z7Wd;}_W7<H5~-Ho{Ntt7J^FmAk@$l@DutJOOwYY@XNvXaj8F@X5Wv;`xk5o>$bNgC
znBt_9*UX=R(R-S3!MnKnkpJ05*6e{!04Q0YXpo+{BOE2nZd?DnKJ0E?03}GeHBrLc
z(9&Q$qOGN~nFBy!m-NOs9{L;|)UCM!*HW&K_&XIjs$!lFSMM;{Zyt^<K1kL-ggrU4
zMjKmj)1v6Fz9Jp;e%(6;7LL~9>aHiap9JYT=jl!oc@1prMp490owX|-=oGAa(-?Sv
zm1*O!=SvQWj7H;ZFlvv5BIE9TM-aIgxBg=My$lx9*_v}kbF~erO+Sl#U^$y^7no%i
zwYcbb>}CD1Y18NNl#QVarRr-Dw(hKIbnTzaOK@|h(fXJqA?4Bq0JaSpR~L8-!_g~N
z7EH~IG@f?T@bKRhHd3A{!#}nYW>p`n>dT$Dnwy(5e5km5{OWK$A1xD%f7ZsG$qM5l
zO4Dq=-A4p;gEgPX+DqX!4q-~+R#Zpa@hocsKaBmRW~>ngr5kCFO@aI8fX?@_=8?%F
z#YDrKmX*rgP`WmJoz#A3vu;#*?)x3OnQv35K75RBikkfAox^)<7ZUO#@5>I`v4;T9
zwJKZTzqcM<uP41S$6(8c^dO2rlE{GCSIucz?YTd09*sXQ{iip^OOYNeF{F*9v#gOf
zI(Q$!C+@{g05X@R(Z2IGU!UcV5DQ+f-h%^F6h0X)w!<|-6GAoFT2;2(ov(G_;+|vA
zwv|DLjQ2^#Iq9(g<S#`Rc`n<*SW2cjzFMwJ3yhOdZ7=?n*%KqF`O`5Ox<iG#+1I->
zRVDwQC9vKryt=eL=&#Umm&oJUPpwu$J_dg$#SD{U=Yd3(6Gmi~S>~ubO<<u>>a3uW
z>tb>k%Ef_u@o#8ubHnQuXY4-cUvC`JMI3s}_<WQCFW4_wql<HYgQPY=T@A)CbTHYQ
zA6=TX0*(#MHC53Lyr6Azj1@S?`?)=aTM|~_6crGUUpL{KxIHL+X41=+;keyB?-euY
zSyeFLD7rHni)Bn-*pc}ci@rVsT8}qGH?BYA%Gqm3N!e*oeYZyDllWmY)9|g_G>zDo
zFP)?l9-24hHXyd<ZbfF+OW^TUA4?3Rrn(W(F-UTU)w|2k@Q%WuI++%L-u$eeu3r(g
zwMAQU+G%WczR%`~CQqe@WKR^Ua`>#lUt(4&60>h4+^M{-GuxITR>0JXR{w*PS4$xi
z$HZmOMmnm@Evsl$U3Y%RjhRP^rUYkitb*YJs>28Osg~Z!Hm{x1PG3H6)(6r0gX{0$
zFNA`jd5!-!K8TU&-w=?$`pCceL1Ow2`qs8KM*k%SF?0MU1@xa{(0>p#f8i2=|Kxu-
z*#4nS{%>Ru%l|+Iu`&M(8N|%N{y&gGOh5lQ!QbEbUt|z7=U+02jrlKb^0#4QW%++0
zgIHPqjSTun)A<KM`4=+izsQ$=sGfhe|Lp%Kxbqj;`3J-Kf7t%(DF3<thxz%3^7;4Z
z|JnP8-T6PG{~BRo{10&GKiYqd|MU4D1n8gTzu26ALu(ir|9<l?-pl_#wdQ|QQU9XW
z{Kuv9cl7@cw&q_hn*RZ+VPyO})c*}U{Wnze&xk1e+Zg?SxSjt2s$pgPhrjtRsD_z|
zg_Y^wp&BiBFC~!{KIK;K6IvO;RZzzLkdQhfW2Emth~R?$WPF1uC|WonrIX-taYd0w
zhJ;G>3*ZJVjEaeg5U0o^_X{AQFKdh3yUoEpjY4Fi=U^6e0IE9Mnu6SOUQH3+dB)Z(
zsvfCib2*<bmMc0ZLK+C8LHvx*P)y@zKAw3ZAaT(Cn-1Qe&e`tX>-pkCBR@tWY;`?3
zAi_-Vw5Ti6bZ=as<9LK#5>tQMWIOx#qli`~i@DTIdLnB_ct=FI+tzV$^-Q`y1x&c!
z7c_QsZd>uH7l`<&!~<1ZT~=9T9+UAigwh5({v|fq#TK7T0eWN|(mg(TiH1ft3h0SB
zH)L^7sBzGgO3209fb4_<pis&uK9|h#KXTwfs;;=v{v^MkCfap_*H*i5S;e)E77CkZ
z-*LBz{<!Uk+yBYZaMqu<46w}7kB#vTHX9KW{%Bol@9v2K*9f|)MY(V$Fx~vTz}*WA
zi5B`YL222|RlRQiyqF+ilGPBTCFOfU(A2{`FbpMp&3s&r&72IR4R?c&f8PycI?i{Q
z9CQ-)l=2*Os%Rv;mKToZ^j9kHNc%-v3@el5`LiZTpKE|E9$QOu((neWGBqNb+AV2q
zGBEl3^wfqCamQ{4Yll+#7M^Q$CKHi+=SgHtWiWXcQ({_)dBKuX5OuTy{4F|Mv9}X^
zd!Y9ugUQ%EjI}{{Q!0M`%n5VTd7kMpCBA|DJ-K)PYaIz~_V^!()_T5s#D@~Hri{xH
zgO1SUS=jqk0kXUTs^AJUb_d4hIZ^7N_mDX+huL*6YVUETAL*+;0O7G?dsdGwp~|0M
z6y`|yerz9Q88)KpI88m0t+OI5!Sjr#7fxB5)6A>Z+b7XYIJd*%!EuYpE_t~*k2n(I
za7B?(P8oE57^-ukhbbCTjdk8uTqEHDHLP(;qOC*>Wc=?=pdUGWCM0U0GQ(D<$BvKa
zhwfmkLaBn2R;;fu*%fhx$0irJlV9G;(;))WDrT2{2Z81g3<Wxip|br6;rGZ!4<mTO
z^dS%T!f^s|RP#D1{*274MzU4ue~YB8YSwKTM6E$ibjggmhb+tX2HdYR>M*I)Vp{4&
zrVajm<fX6tp=eh-!Xwh7@fJlmkd|rGgFAD9<sCg~`GYe~QI9>oQm@(I9##F%S{OQV
z`*#&IY>hu%ILunGp1dOlX3X89susERl(XGojmrMCaRdR?mjyCBDmL|M1T?>A{E;++
zRr;%K<8t$SUk7Qxz!iex35Pu>^q#0@Nh38FrD9$-2Z{4sp&#aY_M(bs`I_tx4d^}4
zdWfvh>a_YKJBn4D57DnT(OD2&d>X{IKz!-_#ennXGpv8WJrnd5H*-{-08DYA{lMXj
z9+J`6fYGT^u5(Fw!aruAzQ(f;vwV17`e=i6*RkG{g6RNrH}#Z9u;}@%0^0*wXM>^E
z1A01t)**s!bW2UdUQTd)JS?IVrdbVHW3}c7D?&Pb@^QmRbKZ+X<m)6_>Vh>|%)b>M
zyHoWL9LsZ}zd18Ibl>kUiT{NUUE>h$&Sj#Lz|#f6km*bm>s=yvSU}5>@#bd5R}5I2
z#1lM{X2r99lefD_ZEt?$Uy-j~N<J?sBzfPkV4pbPNZB9zGB<>gBK`UjopeMzkmpeV
zDdPWSX-=sfsKcJ$8b%>UOnjbS4_HyFpO`a*5Z#Kx=gX*g{>hek(CEdN#OvRbZVjp2
z7kUeGeLBS>q%LQDZv6bXSw*-hwysVxF?y=P$gpgIgfG0P7W&}|G6nWQ_aXiz@igCf
z58W-jUO#>|>*4nq^6-KBY@7P&{@vP|sh3>wR|9H%i_|3-m7@50(kM<nvFGnQ=ou4S
zH7eZk9MhQvsu-DJK0Q}r-@Z#BpZM;XE#reQD`4YNRhWzs2F7H_0{-@A){IGQ<5gNR
zf@ybsgZA5%NR8bHx(mY_{(8T~s^Frvp>Y*j54&_jkbK;JR1m>#BTNdWr<9jq{LqoU
z@ObZh_8(t}mCaQ+@mb*^^X^Ys7X(k-4E{el;J&oWMD>mEvtI#7PC#-wj)I=mgZz6G
zS|<vguOI6(pY#t&{h&>Z{Ewh-&PQ5c&Ldhg)K?~O!YORuImKILOx+JDHtJ&K8wAvV
zHpYD|*IR`R8-XA606M31T1~acsw+R$$fK*g%4a=32YMvMK(Cr10&S_@V(T!{KVCmn
zaD4<^I=*AL6ZYr_Lv27wX+?1dVxL_T&#$XRTh3C8u8FR%rk;~>hktYj@Q(DD<~D#|
z`YpY$va2Wc@d-|qo?AY$kn$nXY(&>@^>^=}a}CfN^O?B?JqnG&Ki?u;_if#?c6sy9
z-!(zp>}j|#&MS()tzkUsr#5p}|KJf><y3hEt4|jnzQ^w#{fv1Sh?dQf56hh0p+5%*
zos+qIx4%|*v%!@bnhrBbt-~`$@BZ-y9LzC#YBb#^kV`TTlGZTg0*7<*y_96`i{5be
z`JCVQIOkCPgqN4d!ZslPlIFYHKhD9w-O4x355(G|c&$@fPL(Al!64>)62a@%Iz$&Y
zK4!S}a(fgXT1Mv>Hu-f#?Vb?+Ry8m*T15$;8Cfvp3&Sn$+iKR92x*Sbp($iH3Z0B4
zs^4b^3#H*-YR_K>N<u2Cz@TRv;fE-X^7gxEv6Q`z@LDVjQoav_qt;j0>#Fi25K_T+
z`$sq<%QrWW>#OTjvu!;b=%~apg{VjNEO^k+S%_b_!@Eg%)b?pZ;5hJjvi1OpEO}5d
z1s*%JYfrcB?|LX}eq$(#W@V4~msf*+<|tx{pmy*GD?P(7tgsw0DE@o?z-{t$@GSAM
zKBw?RN|863X=Z;#O7t{=LVrbn3OmVY5ZTdiXHa%edmH09j%|1xq{);tA=IWlj%W(d
zJ4$?xL~;;QkT1a(7Hp2pl5cQ+x^uxvAXy~#^fF-6g(rYiHGO|LJKyI7jNQ*`GA|OT
zH|FUN>^>0`OvRc<imVA{|6vp<GYmVb154e$OmO<bwZ2F)9YF}dQBxK@c*;CpUiP6y
zZhzq+2tLY$Ip3@VT$7;^QGEgiXeDV!nfO~0eX&R%I!dK^{UeO*I$57axXlI)pTIuN
zGM{J^Er`c4aUSL~@{1XET@F1Yo48exR1?w;u(&VT2uer5xQ}Km|AXQ({Gd;HA6y6F
z9qBw0b{nSx{8MsQqhg+~Z%S~x_C#TuO9P|}<C#xeY^m?89MTQ!n%AO0W7{Jf_YXo>
z{ArUbG9d$)4Jncxs=Gfs*jJcmFp^v4(0ZAUClq%bh+F6o_ld){iAFiTNEBvUa1E$U
za$B^Dx$T0jU8}F=)-`Y>v(I7!ymg`0uQ%C^p&DXKY{krW{)%)<t{0N;$IVldtY;uW
zk)=P<oO563iN}TWMxM<#K4N<cRuDpn9??!S-dQ<ZzbO>WWAY2-jWagTCvmSRHuKuq
zJ(S!&?s=NFKp?0U7=eIQ2YOqq&B~Cwed!}p!H&tcq7&w|-%wzah-Y|C$}<!I)+?k1
z1ZmE;3Dcgr1NRwk6U>Xi4eQ2-`?_uj^Q5&e^;qWuVj~xvARh>#oB!rt3z|FnaR#z|
zh62n3TF&frKM8DWq5w-m{lv^eA8BPd{C$hW{H`RuVqGjkkG(z6p8bcu^0WcWZD1|m
z_=`6CV$G1Q4Lzjaz_ywpd?aJRVkO?Aa%OWzGF@q|;lh0j*e-s2q(6f6COxBHKz%~E
zeY?_<1MMv-^`jvDOhz=5n`3wS{!GV<@E-G-$14Gp;*ps7=9?$f*9-Er06bCO=0Aqm
zjzy81)3+wfPFa;@0OdX=vt}?y=^VZPjlCfBr8{zud}R3glIFu#^2K2AdU(h9;U)dm
z8gcTKdU?Y6WhBkOLAc<{R-)^|SCZRX`eh{ze6vMgkoY7}*@uhj<vTp~bv9}o3o@hf
zVKyIN7K_@X|6(hPP<T^vboyvcfRJAyWaW&%SsAzKRT}<Y;`r%v2fQwPpXvB8urxM7
zH<rz1V>KM#mpDNkjm70Qani7mbWqqWizf-8fXB7KMX4P@i0S@eGTV0y^6~a?fx5)a
zRFKNbL(4LRf@j1=l_jrGLszTxK#}w+1Jk13m@wQp6$9(p8llh|QPGvd<I}9vP|nNA
z+^=pAX<9O!zBV>SyaYckF00^ZUGXIzBV%nWg^3o}!#Ju^@ER-S5mUr20f6P=BfwwW
zIIh53nvq=6^3@SiR<tok9AXU(Hd$}T&L5Ll#KVDPf=}}GtFB2$NE;#ThuW95IW(#l
zr26`yDO=;4M<-^str~IwnE1HEL_0bh8X8R{rFc<q8B{r>Scmr&E-=cs;*8>_TqmRr
zmDe_4Ytpfn<yvjZXH6KFL>>HF>E+RQ*k@RWc;q-c%--=GtcC+)^8tECer<Tg**01}
z!=X^S!p+K}L-xT|_xDCOtB#%oj8Pr~VTvjsDKwwGFAO4>T6FJBGUCGuKSXI*dZ_CD
zh10sdpyXa*iO?WZztW<k2~CQ*Y)lSLb)*#@CuuFD(B^jyKuO6e@<}eXK6%xV-t1CJ
z22S;oAgvtnd@Uhs5pPYC-O8~RIuN?mg(554Iw9dafLd+UT%DYy;b4&Hy+SCMe3)&L
zO52Y)`)`_q-e74^erhis&F*ceQ7W5=EXG4YFOY|JzJx8C)XneWS=VEEH98|tKb}G&
zZa|Jp8{q;3kehZ)$ST<;ZpXHa#wD9LvzM5NqtQO0f>~bR_hQCpWyz491$#F-8VR8T
z%#bj4yRKFLUBzFigs~u)ULH>7qeHEM2&wT(heBrwN|(JUWqrNR>wx=or-{PlOHBOs
zG*+E)Zu;R{vR2-Ti3WhhpruoB%#=h}$3S~<n_pkxUWXqCQgo_???4V4qOHM}YAuh^
z5=0Dsl;}UhB*<!S;aK^rj^mUZzK}?no~WVV5PrdNH(U6kcN@(uP5oZr=d3@vOCp%z
zU4*k$$g89B$3&yEwt&5uO9_QuTud@myvvZxJg)|1FlFMHTUschBn6dpY|QsXv{-nq
zj6UD7CF!9kTQPMdFGQK(cKQf7l6UslncHiUf?hs|4AW)ZoX=yEO$p7ZY?Kfmj%#eG
z)8r`K2t&Z<Yz@#gP?gXnnnhc&j={d1n;Day(fV_V#;DY+h>UZ2B|Pmac>d;GZ7{Pk
zp@|r4SlzTdPGc>AZyawRGdjPoQabptM06$SgT5v_;a?ez6TIuU5HE5ey4It;Cg!sr
z_@|aAGNZd}?SD5Xk~EA5Fb6j&`Sw^IGnf8Cqgj7&iq6Rq(rMUf&g^N2sZy~H911tW
z9MHyPMBNJ;dW<EtgjJw(u(Q8e{K0cvUuJULN@J6do{Sq>{x!9{Sr$HlQ)U&YvYxlZ
zX4Z_Lk^PNHd^6&;x(xWYY4D+8q@wmIA{zhE(ky(>Zt=?~n3`<dpv!ZZYFM;gSbc+u
z{PLGdc>{ETtHeeP8VI|j7QKDW&{BhQbJ1pki<C!4Q7LXy-=Yl`1*2eI!*8mgH-oH(
zU+HucFOu|IG<!+zZWsqzWV$JiN$Cw;-yh~E;rcLx9a<77a_?@k0v#}NL^u`4EXTs7
zCMpK+9GdK-C{7*ogb<y^{o{qFME5WL5RPXY^ez3VrQXdU=SWWoOo~n_Hp&+xH!><9
zOGG0>HRqaV`I`t{65vYxQ*kWLaq^ogr0BR`^<SkMY$DPBU@T9M46KZLj|zbk)t%3Q
zssY;}VU_{LgG@h&lnna{U@yr7^mBdX5MdqX=pnc|u^-p#=`ps`GEspB3f;v^#h=Bk
zT=UW$mW5UIY@>FS|GA4xC8-tdfpW)e2rfCJOV{_}%B`8)yF)|m^4!0SiehZQ;}&3G
z2wR%C7BD1k;29TBGbh~)ton5j|J$9k1jj8x=+G{E$LZUP@;*|0aDV6^)}VgWPTIEJ
zJt2L204Wg02tnN+6(RIJhsR`%8<Dd)6HT5Ql$GR~1=L&A&lTK)ADn4TsA)!QE6l6U
z43{|DJ<MsED2^2zPy$*iMGcBo3U9tcgj`+6kck)1itLgb8YSvOQsqu^?oxRDou18}
zTB8IP4>#VGC^MO@C|-OpUi1foK!lh=d|kk}Uey+PQM5Qa(Pmf^h&iuH;Z@BLSh&}V
z+tc&X9(zo$>3hu$)Cknoo=cH}P6oE*$J-uh)TuRg68e}-Q&iQtSU5MC2dRl9UL2=c
z`ok*I8QesbD_!GO&!k4zB$sPCt8F@~b9!@fvN57~Q%|nhW|En9mRWY38Gf!Aex@0I
zy4lp}l;kQ(!@MGjsW={qeb|s%OVO|-(c78`nyvq6<BsR9FZz?ZS7mtfkTxpNLZDv7
zw?mwvBy4<iZ+@3%FX27|yc-MWs|W_g4B0a%K;6JZ;d*ELpg+AoF+edOF;EN~38@8Q
z6ym8_Se=-zn|3GVcjPdN5u<urFs-*{b1W0;u;y=Ip13@CI(P;tK2?t^wQic7^Y-L`
zIorz{B}7-A9VE>)q0?`H^wY2W+2wIT`;rW6<~05aKiCKp;Wr9$j3!7+xQ~-?h|jne
zOmuc;7e$zy_jeCGb&=s}X;kGigQ17!Xe=oWSHmdzl%z1e;VE*Ly=bz<UVV@I`!e%x
zii3kJFi8aI^H*UC7hgZ}`cH0H*vJp0(Uj*=Xu(K2D!+pv>(=PfJD7G(Yp()I$%u8q
zmFxSB-~v7;8CeNT!t$~i^FlXyaXtkI!gAAVghNya;7|EuuRt>3Hi6fa;@)3uc5e@i
zN0Dr1F^4Ca*PWV7uDHMOnCE8GEr7qkZ48z0eNLSx&=+K;&hgf%vBXhycg9N%cgjR8
zv$6JjEo^a%7KKB(ueXqLldnvAMT<New?&r-X;KPjg|NA6OG6=>X$=2*N+H`!&+fU)
z7kYtv3tee?%^x~yn;znY^aUnvN0*wZ9K{CD67R)ng2B!2ST*iRA9w@jf~%B_%ahqh
zW?NJlrV)SN_y1W<Os10zC2B)8HOxd|E=w9VrUnIf`idEE$e3TnmSqyRc*yu(Pt&@|
zZ}9JaYAp@k08B+NWX9CT)C*ubrCA<OY=cA<@0S#J4IdkzqD#b;o?52zj<r+~eY$i4
zpM&{zYFAvtpHONk4`NqTV`)>uyY?TDP2$k$XIeRg4UscfNNnR6HEuklyhv9THRS{|
z<bI`I%T^F1q_=jW#yw5OUPlSfGY`3+VYh)BcJHw1+&qwl5#<*V1^>B+xTQl2bf{AZ
zLCtJJihd9OI~m99%4~(@6EQ6^s>(Ma&L&lD=<t{<c|lW2h<zcu40l2&Ka?_&`1cnE
zRg@Z|@oe>?xa|V*1@7X=g11vZf*FdkIsPqfKE4(D=IFicZplLCF1G`ZkOYf&@HR(8
zF%|c!hGa+*aYrEJY-JpWB;4?w4Z#HSY-N~^LW*WW6U&9B%dC?cO`)ecB)^46l1|B<
zRaiJz&D^r3X0!ETWRI%BdhVR4CF^l>m}GfQO#r0ju?^RN<g=2`uTB9UARrt-aZHv1
z9ZEeMZ9~-NE0b9sol~HC5_^wrNE;BXXSterPRHC#c*;?9U}>C@>0nMjRmy4>Z9J%k
zp<6+#>_UCj<O{foXTxfUEc2%?r7<sjr+?+Xr|+IYBN&f-CN`!Ro>h9GJIT~<?9?9{
zyeDd`v$tZJFj{F4a|@I(=MO^N68_NZSD$}nUr<@S_W_869<zGjGxhq*ptF6C><yzc
ztX$=CLG6s*oFUMUZK!Qa|B{za(oN4{_Fl4Af?H}aL(<>C>hM$Aa89g)#5CZIolQ*x
zQl<=*G_t!9%PFK$b#)gSR<S8+R`XVN3$fuKZk4yK9M0oufL5!{vo^)%2mwj%VZCL2
z1C!A(#tZb|lGj!RRsNjj56ij)G~a!y^*ZTHX+CR87B~zw4c(i)<;3{l)8SKau~>&5
zuH?+=q?~bs>=_wC(3fyoG1eQz>SvjrV11;^8btlTfYLUt2c2|f-uL|@JD5%TZt)4d
zV)wTB7ePf}vA#@OmtUxFH*95-%>)A~*qz{r@5PZ1W@5<07}W-|UKNJcGj;Cpik(<u
zOhGoXq|9J68mNp{q-8GEPpl@NQ>#4?wS-<6imkn!TXu0l-uToh61!eEzpM0w67Gt<
zFa{?Hb`5HkXq9hNoXhJdei}uvkfqN{J4zRqB$v=kwk1G3w03!U^qpipHayZ@%s3S}
z?K@Q+s{wDEM(1MWntopRJ!01sn9tS+QRnYbPkw21gkSpm^1$QsmoOaDRK2v;1rG?W
z{xHL%SfRu9nDIZ9vNNvuRbh}i@M*b<xIFOK7<g{(lJ-}q(Ic!wb#uQQRg5dq!=&9s
zPaDMO34D9$6sLIMzt+epijp7Mtu8=oY?o~(xNBE@`Smh6B=aF%C=*<=RB|*G(Z1mo
z>R$O0_X2U3DiAM#iOpC*6A%V$?wQPGlToZN=iWj@JCOQ>oYAX%rh4=wn8+D1t9Jut
z%rw5BZA3rzPgs`OUN7f8=ecdA5(i2J!~0;$sidT#B-!2S_af_#*B%t#e_NL;eWrEO
z2y_UtJ(@_aF42@;Smk!>bpr@*jQix#jvFl0x!BGdtK}ORr%HH<B~4-+G_{9lHlIoB
zrnTQf?rtlMBx9~AxMWQoedt$Hy^}ZWa3<i3rN`nw)ARHqtV}yCh>b(?W%kB)Sac-w
zMsr>kTJ*$jMmkH3`rOyOSY<M0)R?69<0Kv{_~0V!ID0|AyCZv#E;snBwwKni3Asb0
zqtUp|YIcEFe&R&#Qk`2on<G@4$|MZ|)&xA#fzqgHiteZPeUHdl*?iL($?A)fvgwGK
zh<mr*uqjc&M;dlJpICg|=!HCDH<F-T<k^#WSN5xN#j9uCFA^^3wd9!VRqyGWGmT~h
zoahWQhOSOoEXGuZ`t{vm<ZA+nv_{iEM>9tBhkNtPuSX;c@~9U=51Rv2wv>8SB%7XN
z4i0tj31`vkrfG#+A6BIrk9n7KwFfZLSakH}n}(YLub8~^5cGCvb97ef2Du0fv8~EV
z8YY^4wtOS-34eA~D0wJxF7a4U=E#&Kve1!goyB+slT8HfY~Ubr>p)x53!U5VM2QzN
zvJf<8iZXvszMW&s#URN^A(mA6O{X35=MC2*D8pV5y^kO@PZvTv!h=D!jON7R{OimN
z%%Bhd{#*An;o;LZ{*%Wit?f3wN9>kjjw;idfyabXpgAl0F1{PcSztVcLGtdbZQvuh
zD6Rx!*ymoI)Xoz?6(E1n|ENlI1#;{oH4FbrO{vLI_gtK>{!T(496(jeN!gYhd?ir5
zMhYD)7&!TZKoyOTl2mPxciJq^cq@4>+>xYrCT$^yk^MF_iZlMgEq%sp=DWL-hS$~e
z*5Eg{nY@Jxhij*jblG?dF3OQN$+sY11GYW*h(h;tWU)a$xV@C^-w{UMUV%URP}9Au
zSSYK$3gZ{lj+<7+Za~o|1D@`@vf%Ko=tU?*KkaUA3`dD$@e5BDV#Nqdy9>#8Or3B*
z3sBIEa1(xNNnr8Y46HK#{hL6U6mso%B=x5-DB&!(#W%tcMe7!{qwAsa1yPuvoAW(N
z_$=ZFNW!5A5)$>nIW5vM(&K4d)SN<A<4z=-4t&{iM++}b|GoP%LdoSZwmC}m=Hlvo
z9xUUJWHFQNR%3+dA!=4~pt{ZE)8;XWFhPgJ7slM)lr9at`D`D~qf6@3Wjp@f(RbS|
z5PI8B1j4DWgr8zCyQ74RacqeI7-UB1z@&q_dM#Kwy*7rNqNIIK6L5rW(SX;;-@krB
z04zq2O7AQ~2O<{eEMo;CmI$7S2e$ksJR^kX3i1#kU_Jhgfs7r8DvIjiYdX8b!bUy2
zQbF6SV?5hUNoJA$ESfIiZ?hvWlfV}FHAZX^SrlmWF_?gu@(?QpAU-)F#W$#mmp!vA
zT6o1dY3dQ>vOXOtto^r0_5ZC)dOT}$hmh#VNqur{^UzKD(OyI{tX1F>=R`Ow?=78h
zxgOn{n^d^)(Yb_#=KXe`>J+s<XFTGv7k(y+l>9D4#w$5*NSaM+&WS0-{z11n0(+%G
zNRTFlTwTQFu!{hYMNFdR4bl=;PRJ3m>9X$}Gqo#Eil#s^^LJV7Bn^$ou(+24NhUeF
z_>z(+&(0`!6LT%B=}8=o?C?r@bt^PSQNSU?UF1;D3?^8j#4L~_bGjbWfg_rUJkN*J
zdr{YrNzqs;+$3vP%7|=0en7ZgTQ5JriXs+OHU}?i%Zr4f)7gg=$E6ah2r9CeoDz!k
zEpVNgyRSbq?AdL-<pu19ifh73CGWM1N^1LaF>ZZrj8j_#=g=P?CUQYnmbqc@AgYrr
zGhNfNRER{^Bx5$FN!|VQ;5#5Po%rG<CS-N&=S6a+)}}lgzFL6uH_$d2U~9i^ohoPv
zt3so0Obe8%Nw}iTg<m{ttV(RDVQ$h~GY@Vwt$mBbWkzeP74q%3hDzm=+N3!xmMgn;
z1yVPp8S6<i9);MXl&5+-1EG%#HETp~&oZE|YEyJ}l0Hw9oRbwI)Obsq3a%GW44bH%
z*v0wS@1a+<2p681Q()Y*3h$xi_mb`^n4D-w6U$ulYBZ*61vP39vmPCA?@%xtT@vTb
z{_w209fUkV=TatiDy?)(s-<fP-L|WkwPh*GNuBsOx2R_EHs~-|ZGJ;T9*B{zM6mQM
zW&z5@&{g$9vo1LZ+qNcOX~21BdtAcl<9jRBChh&Q4$kUlP<LFq9@c2bw7gkltyx_^
zn4f>8Z=QfYJi+Ks;A-dHd{@cMz3OdFnynEXM|w`~4DAwa|D@TsaEV1n57Bk9@93`-
zi}x_MC+e+m<m=Gc?A9Ej*+J;|c+gfheHQDJnz_%<&6H2|-JfXB?RFR#5d1VQbCq24
zU*j+;A8i3JFZVfyba#?QzO)<jFt8Vx1V;HsZ|?RnsDJqJc*{j}1N5pyR|w$#aC_oA
zTb?jqk6~?dAMqhprG3C_s=g}%T-0CAk@4mSD&BJkrWeI?W3ThZvQaR?eY=AIMko{}
zT(T$O9AwJdW;YDAb{H{2vZ!CN;BIj6(=1IfDZZNvC*dp@>h~GH_Ur>9Xp173ZUq|0
z+SrQ*bcl=f2uv^CLZiGIi@snpVR_+<lCH-%w)-!Jsb)^br;jbKqL@H9qvyrEM6J#v
zhCwQi7U0#S&zG2OQKLhee(j^h=grj>s^!zFA2C^FLTU6qD7nNed4t<CJ4klpk8IhC
z*V?;q=PFaN=5<QdXf`M97feKBFORKp6kR2|X8I;<w1eP661V$cnkDsAUM1F`F40_Z
z8*et1<<+bU>j9UrO>@I~w+QORpL2XnVTJu1)i>y>6)5T_$O)*{=&ry$itZ(}L0#)=
zo|lVj<p4F3BmREI<NXJ}YWwJqBZ8>DigJr3KXJrmAYP4xF%=XKwDsHVb79@Ys<TWb
zO>=!O)S~AVopg?Rjgo$8o?^!rDZ0#!bD0Kj?kEu|L{?-~Jln!~mnk%E=5V!+UOKj0
zE_GOlMPwL0t$pE^C=p51IjOEh;?!p7M*0*|$Vf^-MoGyxR#Ywp*Nju=s%jtKbMYcf
z-};q}tzCM=PMpXeap6+1bMWdAIY^Heu{aOmr4H^rcF=f{U~<u%RbJ!_Z~o1TJZ9~+
zla0T*uhZDCPvy2e&q1%~+%;8J;hmODT{*hvm{3-&KDG1ka*^*iv-JLcAd}8rOUci`
z&s|CByQSr<ljEW9<8rw%pv7u=IIyw7+3pxwmA^b&K%J`k06|M-2Csf(zap?9nJ;*B
zT^H9mZ&+KYQ4X+VB$bxGa;`9@SxUb2m|NJfi5p*BNg2cuL`<r@fhBTj1{~Ne2W;w`
z*mGHCHTR%3gKt)xBgigkle37)=^_~i?ciJxl%6^Xq>0hFx@RHkK1enX?A4siPelJM
zfh#*U4?SJubMP~ER9WRJ(5&pF#@Quz*3R}9)oR58T6VU;`Vyq4b9Z+Yj)iBptnSkm
z)oB61qI89Zg2B|E6Wemfv9Pjr`ovDT4bOB&D;V9<y9OY+wxXkRi6UiDtHL|qpCH^U
z2Ef>RnO3R*DDR=54*W={ox4!qc{tIL2hsc^=}Mwi)KdjGs7BfQm11*=^CpS@YFK`%
z0z2reUUu|rp5O&tJF#)4Mv0-))#KnNqAOij^>Uj3=&UA_XXVDj(t+I+WNM@QYv0-e
zrk9#TDO{$wE@S@+r&w7qh?h%ft!4D^(0Rx*`Vj_=^5yw<-AaY=wBL^?!zURG_(<5s
zMI&e7*S2tyrSQUq#D$UK;@}`!>R-ly<GH;N5Q>=WGTE%3KJ(8K%d^zEwKfhG7KVm~
zk}`Tb_?H>#Hf9<%7#!X`7Nr!UC(g>SPt9<t$UM;mwDDreI<!hNxr`JN2tnbZbudTw
ztM%e`6IBkeaDYSi?;g}54Bdem$5kPnp4$Rp><0Xm7AbL;4t>hhTB(M8T&Xki#VHdv
ziAv@9b`HY+qNQr6?eg7Ak4#hrf*~;VF3zjor^L0FBGWj+<U8NABRbE#ogeth!$-r@
zNV4Wl8Bmd>Uo(@=9JwkiikS{<#Jbf$PlBlU^&7t|E+zU3xDtG>mT>!aFgU@7D2M}y
zyFi40lSU0v26AjqZlg!T|J=qx3>J`?G)ZUd*VI}R-lNV7z^M)Em@5mH-$Q22z$%o8
zY8^>Sa}&7<TRSC)={ID5`+7Ti>o-4rsH~}}_`6=N*hXO)QvZpi{26~W8%;@xoo%fw
zmalKX(S8S|DZ{dFSiJ*eCsIX@78R_=W{sYPV1dP)=fQR)UdARFSL^!pA1N$()4)lU
zfG<_Y>jJ~or|=5OwY~<aYR)e%ohv_i<ter{TT0DGXO)aa+BSaw<?{`QIl(csynt>Z
zYbcF3*fYBPO-L2dVTi$I1AUIY+wZlFnU`jmN$%^Lkc(L0pOps<;IeTR&Xt`s(j~QP
zpniL%78uxucid0fRexTv?Qe+Ct^RD#QvERcrgp|0c3|v5oBjAZE!&Z<AALxc@BM^3
zh~NDl@QENTJp_D%p!$AQ$pw!=_d@#izpm`mLZ=E~516C{Ut6^WUe{hj?*O;ig9z{T
z$@Ef=uwtMZG$*9SbSSSTJ&DhUJxR_74X?TguVU?>dYA_UynYU7zd#3x=!Dpj5=Ps}
z@j>qBc<BbAJ_`pObiwYR`TQ6te>V#`V1C&s34BP~gerundo}RJIF0FvjOs}Ixjgu^
zk5)XSW;P^U*B57K6yO*g>_JWoOe-}dhWknR^Ja>qf4+B_<W0|7;=v}=yX_~)B#6os
zgoGEFGh$*<^1SwZE<WmCCufEGs*p~d%K?WRi%S3#Iv6@EVEvldNDyPcAM59U8l}I)
zPt;FH+d+e}fP*>|w*I#|d^$&@^H3o>w3tDOXN>6qk!J!Q@CGQtD3V3&4nd?i0Xe)<
zj$;IGA`l%v;op8JB|;Fiej;_?7I_#KUT}bC*=H<1|3Eu%zEIR_RxhZd9j5nh?A9DI
zMqIysfD5sIC&Ibxqb&;xzIH7OL9c^l8&p{Z>C|Ju^Bc5-?+H@0!<p_UYlG!ShU;5y
z@%oT!#~S?e;~O}1z<20CyRaav-+_p<*N{nrENLK)di0Z_t#*hE!N$L#t_C#Jkgf!H
z-@%S<L+fxK`%AB}y+CyP+3g_d`_S7U`3Di&AYAi72=a;>R;5sTH*q;*f=Qc>sjkVT
zMJ`QAzV56@)etQ8@U5QN6SP8gx5=l2J?#hy3c8!}73w$WM^IM^yX~8wxfG|o`Zx41
z)Yz9(5ex>`)YyW%`);&;rjDUI*4m$q!I5kSG@ekv#<zQf*PCu&F^uHG3@zDlpdxhF
zJ%SDyxPyi0t0N57Yk`o|X+ba~u>DM!-=5Pj*AyQ<d-w@GL6cWPw@}w5k^|3pfu*Z8
z0nV)dU5qNWfJL`}MNBaxJ*ngqCgUXOP)|}($lQWThDj<bkG(iqgzQIy5xWrQR9rsx
zxOIq5eq6FBp(JaLf^{Tb$esot2y43F%uBqYpJ5rhcQTdXc)GeY8AstvN6<#E>{rdN
zSO~N7l{|)dHCPxm`asOOszBlK+^omh*!yqpN|%gEHYCZOw8?MA#O&`8#SoYJFOVCf
z4mdGPP>xpj_NfLezoVeg_U2HrUYbHd0YXF<`N!!b=aQaEzY!BDL-))kZkmi4t<?<*
zDe#BK@;r#SSmr#dM^z-sA4=1TlK|k7*2KkZV<CX=Ts1;tZN#i{_xkzArPOnZbXEtI
zF@?5VV%-bMyScNd*OV~L9(c%oX32hg3mK6u@S~eSAZl9yMzpqpuoK*I0SC2M_8gb=
z?hfIF7lAr#&|Sycwt#V{2}m<JMsJv4QJ?jAm2HW#c*U&^-a06xR|JG*Y_(7Tf@q{W
zI-L=fib?&;Ie1G{cE63uOdUH%%);8^*b}LD!k@v-eN^$>ceo-s6yG{I%}MEq^3pVQ
zH0Df$!zQ~?)UnG1x8MzROZX=8)MXA<^N{eOBehKHOgj*rAh>ICEkC3kPyi}@U+V8*
zmmq34K`7b}i7Zk4bYvSa#k!`@ay5_lNCGBvBoBZP#syL4W1NuZ&shQob0m<aP*rmz
z48S06Q>b|pl!3i%f+cJ+yU;>rJ~mpz5}p+6sQi>f`5|8UVOGw3J>l?uX_^39Bit~2
z%UnI?Qdw(sjEDwFA*;fAdvFd%{K-ra3gT~%7)gfWd2WT1?6P|uB@bKbk6NW&Po>>A
zrCn3S`$Du2s^K4!^>D>l(o_*i1yKrJQdDfeBam>Mk3(*b5Im-R*hbpVu$pZO<T^s-
z&-g~FLyx6Mr{bA%jLrB4@>0O}{fmJyHqk|o)irn;+VN>g;n)RmBm5vo&Of{<SkU%-
z<f59pe<D)n^B;Oyh?Cd~8=g=35v8?8f%EPQfuIQ@o6s3!QA{x6sOqth`{;v+?vovB
zSI(9$=J{&J=oqt(96BG1uo+lw1!04aHMbgK)T0*Oi=|274RLrwH^QKl&lKu*g!w!|
z-7oML07)9Y0(2t&#Ogp8o^Gmm{8+n^!ShV%9Q=ql;GOiZUSp7I)XiICh*ap9)oP_1
z&^czTYNwBEfFhPvy^Uay1R~h~_6YKvORKP&_EBFHrd}>&t6Tit`%D~N<$(itSN@bE
z>`gHi;eQOVgKc)@2PhvxaSmja(t{b0%E#HkDHCwRuKI=597J{sGZ9^feb(BKNb5R4
zU&RR>TK^8((|1er3_EdmTnO@Tk2<h22Lzq!cF)8cA85OQ2SWNB;k&`i+&!knuiwz8
zMYbMn{)BTq(zdR14!f9eJzT%@_Y%_@a~jyt+7|jrgS6MF&$pG0)ZC9KdTyq5Bz$w@
zg-1B?)KA;Z4n(@U`}9IFIh529&~+ZJCn6CV366q|5!GCL|0WKJUX-U}eZg_w?sC3*
zI$pk%%<MzH-7x~8WiN79MCUqsUO$#25wZcbo7rf@c|R!4Sw1%nB`+lx+RwJkhZfRr
zhb2($gBIgN&=p0(izulNDm^qu-Xdpm;*^Q4XZg{brulsW=;uyV|4EmYiE>7fB3JbZ
zeOO9i$J0Cbo}~6^Jel(uHZ{?<PTFJd$|#t?n#~OOR&VzUKhCSaqv5WPW7S}1vrgEW
zMS~+0=Omid+e`-?X}=R}p9M@X`$v|rBZ9$~(WY3#5R1jj3Crk$o)1V_uKd(vt{8Jk
zs<{etj0t726MdHiukQrykH=oLoeI%6-H@LaFcZ$dV_D0HXywJ!3R21rd?Q@t71eU`
zQepuGkG>$5zYSUVUxN>sTI)jg2{sfR{i}ZPzPNOS%4GXFBYSZG2TP`5&Xl~E`29?f
zS{YNX&2+#tRQ;olc;45iJDwl2s5E#=0nH~WIa+_STAGh4=yDS4#)s;wCPkbY9P74r
zNKr&5n-X1G4c(XLBMo0HqSNR@))t=`;3)4#l__3i2CZ6xa&#DHO%Y)BRnasS_BMMs
z34h<zv3#@@(c2|Z)jKLT4_}m-?VyOjb!IpQexP^vRKs)P_HMdn9|+`R9&b!iOb~H<
zq<0=$Kw<wc&dxF@lCIm*jWrE4*0{U7ySux)Q@GPOH16*1?(XjHg<Iq94#RsT=6(}*
zCT1q0@<&xho!on!Je5(I`&qlAGuS`O$^jKqn$dPPURi=iI|w~2QnL+2gmuzHAunRx
z?(S&GNk|?U1sOf8KJvv=V69<1*=8e?89Dg}bSwJyIW`)RXt+J$JI2m=1R7(lnlbW9
zFxItMjeb>KVtOLIe%55j!EwgQ#2JSTvpMj&jfLQ~&Xe_+kyj$EO!~O~^<HUM4wsxN
z+iUE&Xn701yMwc#%TQ2a-%qaYWVaepT+;S8{qy;EuU5ON_u!#lw@cKG)Z4dWkeS|Z
z<Ll8&wz%|9#d*^X?hbnIByx<`f`iNca=f1H?@<BqNRzL~TN^JIXT{^i6Wqj~Ew=g&
z4muuD9Yn7KHQ#O;O@=)Rjf&~0wo;h@(_<rZhL5iP9GB7z_l6EmuhwY^y}TyTjXb2;
zF_SL?HR80<Eseadi{&KY+=nkNp3X&Yz>Lk|r~y$j94hM;R`2RouL{@cg!^n_Vcp{f
zl{(AK=l5D7xs7zRbf(9)i+Z_eJU-SJH1BJSshf?4nMjX0i|B~y*umj&)Rus3fyKX{
z&)e&%VpJC8ecG<p{(%bK@y=~<P1LvM5(kBKQHGGGIc_Y`kyR}X1H>h;q;-uz=CUZc
zNQ)HUq<g-jl$4R5z)ad5#NLQ*!;(CAZ;CYnvxo?(Mguxv@S;i<Nm1p-yG%LJrUhS(
zJmHwrL@@;+4hM5t%6tQ|v7bFv8g+gZ&M56{M*GvV+%jR}x;5?|ExzK1*J#o{xG>>s
zlhb(ISzQvkjL2ZMu=(76fUd%Ii(MU8#TTRzjQG*7<SY?zsII}@237!utMd^_i0mN1
zr5qH`eI+s9R8#eHNs0qzoKcUqBTenu-tV=@6-yPDXNJaMt5GYs|D-EM`T3*q<rSW2
zPBfeApt%uvcw|u+{8s#c=<y3)Mc4jP;d&{jqS=z|X-z~}qD#8sy~_VG^zp(f@DI{H
z{CpSYc@gLB2T5u2>UO~y^~R@%ib;tFo@4dc$1p1$?h=QR<KIov<(GV<g1sW=CEIj&
z<HzHd=^^We_7s)R^7cCmhwI+b`_9#~`5*~FH0lp?)jGKXV)Z%$YxTPXCuhkp^;nhm
zgj-LhZOuoJJ+$|Vd!D@tY|p>4#^-cuNxW@tB|E1hZYoHZVa-jQ8l@Z>m0|4<@21ln
z?NoVH(%C$Gj<Z)L>j;nDusYr^n_fFcj)Q%GaGv8cO`9yrv@HZ4`FfnTE7`n-DUh#5
ze1`CFhM1+uPsXtkIYy>#j9QyH#^)NUXB46=JN6Z7YIQ_9b1fwAbVJE)b#S;H{^rAV
z-Hy~moN>@<S&&mU%SiD-6SvD%G_5?Jwqg63yiX4<&*!84PijTa+$DG^pM3_evUHj2
z^S3h{0N3wSRgda8s!ZOWA2j%<H~j*S!2(%KlC++gZDu|Fis4G%<_}+@sn7~c4os8D
z4l|&xsdV|=f!L2y?JcQ85sz!Z!qwL+2&o_Y;n!na8)nBZa(tfpi(#vp+5IFZ`k@jH
z;^kL+`k99|h0O=d74E+)dvtDH+9AMTiLx^ed}Moio-t%_x0q#=Q_*QG;m}cC7Ct$U
zJ{zGj@rSgI@1z+IFl2zaloIlPPo*RS$a8~d-jG`ZqX}L-jiT;Tw*tgd^MOGP&9~c(
z4UF)!ncD2X#e+|d=lPTrawlY*YRmd`jYcTQDJNnfLOvEk8*Z%#Y;S#AkGu99FTxK<
z<O0W2kG6~B?A!$J`!DfUX`rJfHQPz^9eN)&(oDKox+^74d}_~+O9o%2PhJ0#a1IvB
zt+$QtA6irCNX0QWy>+ma7|h4@NWu0WsO<xAq-nE7HfbqNcU@gx{axDI(jJ^D>^?mg
zb&LPv=AZ2SGW>N|neO}oyy`87dEorX>P)B2Ggf(}aLHQkea2*RMShPN6}XS;!3_FJ
zpv=U+$Uf^5Cs8JH>*+9fbD)8~H@;5V?R@MwXlsPJ8O5UwJWR?jBz={uF&v*SRU_*|
ziPrUdL|qFdX0VcY>+r3oGm<|KA>2O~-ld@r+%vMWD<~)pyo^}HDHj_5h!ImPu(YJE
zS+w$-yhCK?kl@eKjt~ALYSCgm14}aC9uC_YWGH0NL{PCv@a^U(g}aP-znhSTViMDG
zgcYhNkN%~gNd#}wDRiR<?X+HoSkeH<sDbx07@sV6u80VkcnazT%H4?93)Gg{N~Tie
z+l`gl3%9^4LRBIUbj;6PD4<ZZA(&U3P8<-kx<oy!L?)y%m`yt53<E8YsBHK*ZMJ?-
zn84o*2o5`j0rM1eQA2C&wtVuJ01XA^3zQf63}cMCmX;K<5vXZSxnH#837DDMg-LLU
zmdp-~vV{xK5|ovMDpi;T(!c(m5T^^1s<4O$x=FVr=$EUUfOJCW)G3b4P>w3V>(og~
zjcUOAeihm*oG?=c(mJ=~d^MHHQ$7OM!2}TE<Smpmlz~`ac{=D5>kz3ODMOPq34#7?
z`B5j+CJ$)D0A}M)&yW-YV$c9c@vEdz;EOqT$|^+DV+O~Vg{o8y;(?O#REkV-KN6EP
zDQ<YgOBIOsOyUy&n7Q4O#iWz3MAT?=`y=^;L@HH?b4<*~08JD0bK??978Uv8<AV1D
zWr<SBRsPtbB}zy${98&l3v^b6a;GwaNb9r|8KF{U!8p$tPhUkWTJuCnidZC>z&UY6
zLe(-<mP&F#HhFVO0H?pcQTQa8J#;v9sK!1fEQjW)a7;R8w0eR#Y<vw5i;Y9g0DeNm
zY(7p57{*dPG|3RQWB@kt$P_J2(^SuT-YzJoSpiao&6aycpj}Q}uvGGJg2-nqU{g6;
zFF_4C%WPs0LSJlG(zn@8_xCI+AMI0YldL`UnHL>Q`%U*YM!;vGS<U@-_Wi&^=*W@J
z(FU{+n0a0Nd0n#+c(k_hfEaU)X?X%#(Ip~QR!OUK*nm$U&W~vqNa0brc7F>rF0%Al
zBTG#^N5ZPS4#5w7Wdvcm^qJk|l<M7Xvx1Tv+YZY0_o5CeZI~-Kpw^rlcJpPzwbuK`
z`d?SU%j{du>!Zv{*kqI96H{dO%&l&V4dc>{ISGZJ#~@g4HbZ+A0~?#U{OE3sM5c<}
zN2K~iyy1?SjZ-UQ1-E^mlD{q5deq};Y}!G*V%uM{@%((QbvoXwrY(okEv?MAA{lL>
zJFOYJCEFG9)Ij*&9JGPl(WDQk+E)w>yK<Rii(9^dhe=HfFvd0UDI<qPhkbGn!l`f^
zEzFy`rj9j=^Zk(Z*ip+U+Oh7&8+#8r`vBOscxn~tQaEa)tXrGddvHqvqcSK;m<ArE
z`Gn=!ST>Yo%%jv)vN_I8ZPxz!aH+-9Udsbh-RF;9kVC42jd0ZH(hZ}x;H@FqX3q<s
zZjw5o*_#R?c$X>c%F@mj{8F1$$jsl5%|Ejv+p6M9EScTLB&;vYB4%}EFOd|70QuUy
zK;DkaNn4&E7ZY1zp0v)B<YsNWm%~k1=j_2rNf$i6y7Sx=gP_4`;^~f;z8ZTfe=iH_
zb^JT2GSougD7Ch2MHoT8_2%2Bx89D17ExuTNz0LuC3O@HS0MGO<SkC<L?W%HAyK}G
z!YqT~L`bofNu#OAo6haba53!`eMH5}!#LUSd>`Z2e;i(&w{))wQD;cUfmS)Ht|)a*
z;=dcqXy+;3vR&qZ<0HeT)e>`aw%QKl-rB7$V?)7MZ50YE#v7s6%AE%;cY<GLVDYc2
zH553a5y#yR=RDqC!)S|>%VC3JvX@3`C}Z)qKNo(oXa2UGN(ftRTx-t4aP~SQeBaqq
zI_yyLxDKwz;N5oyEY8y{PpxfdzV(hf!Y<Nf@?K`+ZW$#pn63;|Ji?u?VQkmA+s}Ng
zqfN8C>C{@tEC*G#wRw0;B#~rBOJB4&=PqYNcnNJ7QqQX{oCbR--*@@+fkuOqwflon
zd30gm)v~!dtfKju*ksYQI&ZM?+U+gE!<gCdb<!4i?$l9ex&F3Y>s;vnD2aL|t6J`+
z{BKcl)_>uL|5sF8$ky2bVB$c;NH1&R`k%ZwEB(Ll;{SlW|AiN4`a-||UwLr`_Adlo
zz{N}rVC-a$&-xEoF5zTg1uzn@F|#tk|9UH9@cTb@vT*zhF3!k+PxJM4d{(Bfje+U^
z1{P;v`WFzH{XZ1Y`Z})8KN|fTPR;NS*8TqtR{uwg{}rtMN9g|!to~mm{y)&wOkbq@
ze+O6plfl2h)r|jQ0HEY-XJ=(%ZDQl}kCJi@#wHE`8#8=z3FEJi08VZc&~%C>W&lSg
z2RD3jfv@yUDE_NJjQ>f~LvwR~Ne}qnliExSUu6CNB(+%>SlL+rmDKix@>Cgoe&9M>
z_v&VIm2!yph)?(05(l=%1d<SP5ktrE_YvZUODI$RstglN0OoBgF0`Rhut5p_fi~Z;
zY+S0mXi#kQ8PEi8FUk01a-{QHDF428`Rdhuxy&)e<Y>C-IQ80bJH^E$5rdA%@r@E%
zc`}9l11<U80c5r+Iy7T=DviVF&+z^dVre@5{a^w{APH6Tg?mN_kMHYBeL3m!`*VKs
zd<e5+XoLq^mAQ7K*J=@ma3H)uk%xhn)b`@LPDwDF;6a8+IcoK9uRTmi1$!{w7X9lR
zDO9hTgRpGGNIVIr%}J>=RqeNHzhF3i0y>4c1Cq%|nb)oG*I$=o{f}eGIlamyL(Le=
zWY(i$N#UnhJl#Zbc2sogOC1M)>db<-pI`Av<~Wn9wSg^OlLy_uHeM;Sp6x{T2FsZP
zhols`zr%ymnrqK?INWsFBE8=<Z$Ax|C89Nv?>GE-%ie!4Ut+FKyN-^I3kl+e^5)%b
zGE}o#E!))P-r~GrC+TArf83wk8X3=e<h9_gy%$cMD#(n`>Wn#rDtt*p+85?Td+{k^
zx_``&eia#4NE5cOr;CluU`ADaLD)jMjIlI;U^!lBE|aqNF)J|6o+W(v9#4`eIydrN
zLe*X=<KtvhX(~&Q0J?zH5l8k-(h<*tfS-(IMwn`Dv?D?^%TsYvmgWSE`Sx$;9cE{U
z_Q2_hh7%Z<v}K@0aH-CI-eQ@FQ<DV-Opdm%C)*AB-{RP1f=i*S;10~2(^$GfbcuV+
zW0iXImJ|BS!cAF%XO_Pv%+OouMK;9>Gq!omQXG1XnW7_*<`qjKnD>m5D&3-H0xsZV
zfZyIFo=7Yu4x^D>f*n*s9=<`l8;n^n(6r}w?hWg9FOSz#JCw<J+s~fd*<{U1xW+*x
z;%@M5$>Ocdf({hPy%U8URT`ou=5+D!N>P-;fZbH>JDj59IciD4Y&`c=7GbEP+i}Q*
z{NIly>g%6+Qi>s>Z!w20wr^%Ep~MqSuHBXJdyWywS1S}F^E-N{G08&-JlSENaz~Fi
z$K-oZN+fZEKE-4N16?$T;Q?8;Xy{gkTlSB1m53<aLN@dggc9T>NhS^@d<EU7$UpN%
zIsA@FAThx)N53)0Dm<r6fYKO)YC^1z<avs?)PdrF?u~qRf_944d5&90hP?Z67l(u{
zXS1K3fKMOG&5!5iCxKl3<{w7^a)gGSBdibo>|5H?O(aMRHV<ADkC!3<vTvI}K_9N@
zyMhdU@MEHoc^_sBDMjwM2XyQks$!7?_BA7ny7WrVFTcVBFk2cV_JA9|edTWz2<!>a
ziPHdd6p&yTYypy<SWq#AQilZ5d4z3rKLSd~s6y!dYUZdQP$~d=jif#ctQv1VCMF0r
zogHW-sBFP(k3>(mJWV7>7Kt5Wps(3H`@T{dp&g|PXt4r{U0V-^awT?en><*C$ev$4
z0MrgnMwvI4GY!0=SaX}h3H3@l?PmrIxAg6i)wUZm1iPL-n2gFtFeZT0&aWqs84O5V
zlWI!oGnB>+(~@EemOO*KtyreSTXYLSoA18ukOreIa7c+a3sK@DOa;KTL&=2Hmbvw_
z^u?PCT=-#y2$Y2JwQi7qM$#d^GPD5I6%6;ag!l+Sr3$Xmr2(nRFYFmV^4xachFp*x
z_e-9K-bMlSkw*Jg4gL{Zm6zC44q&nK@3A}*+=q9fY5c|ot}9mA6S?rcBa2oMj?i28
z=Q?psJT1tkxMkwwG1(o_w%iwUY3j!|%eg)2lzM|}jo6~HP1At;n@XpuL#i37BeUw;
zM}+s!bx}3YFGe}R^+>i2^LKJj_B=~Z`?2P}b(`3BC+KB9-1d7<^ASiJ?i2pTx3|Ea
zb5OiI*?pN+fpp()<onD!B>fccvbU@@aF=<R9^5vJ7OCz21`#)Z7npUTn&c+X*CW+^
z=T)g@5WL(qzi4RB2=DLfVrvP@HI}=-eJ{XyWnDqCbF!(b=c<ovw&Ovw^E`az<~w`L
zj(GP`+><UKdBxzrWurY=y30S~bmCvJHQ+oE@_>6nJu$u~xqQ<r(gXDo<MOMPM}MMp
zrsytQF2Q=@y#Ka^@WXUW>W-A>r)Rhe*j5owk1KeWROeXu9qv8I7TWKa2hdOcXv*$f
zKIk`JTrk{UPh_i*Z!r&4bTeX3-<}wF;NF;cK;H1a$W?kCs5jwlM0e;X3LdaGm@BuJ
zh%AVY#4IpelqU|JYHqRNqvf8xJJ2hb7uYLX&`()9%IP`2Ba&@C2yY2Gu<pDqis_kU
zP`Mc@ei41*qEm!Yqd}*BAETGgVunr^1O~5@Zk+j3NSygYc)}vKOw@TaFEeRAy@5NE
zEsS}!EYx|m@RY6tEQU^zfjd>i`L!;RB0WOGm(|ON<I_*9`F~#3gHBm*Bg1#@G!k(U
zLP)YTzyZsee6?)JIAY;Ni%8MJIdfx;$~iy-Wu;~yYNw`5-IGB8^dn_zcsa>tFqU{;
z5$2tQVb3(PIFgbm9>qd|Vy5!hL=;u5G5rxg3ZAlMZd+JGMtu>Vh+d_FB|m?8qDiD?
z^<o(ZUFA^DtT0D8QAVqbapw0X#ZvrIAr5nq?+!~ts!4gmuaHDd)?H*6kz^dFgc$<6
z$R?543L@pRe|%MkIk4mx?TO4ISG}iN)W)^7iB4JiDA>(v@EQpHcdQD?6&g9qfbhFk
zjK{qg{kgL+Q=C&8YuU06OBMnm#Y&|OnEA5RvzCjPnM(zWabZvL7VKt;L9c#RGkvNS
zw54MI9>w54QOLm#r81E+ro$Gq8>!!ISG<2W%S07saqon#Unw}uVA1THs+iCG8{q-#
zsYha|vi<XNSbE0p!C%#Qn|fyWpAkNJrclEX`^P!3WbK#ki{mq#-4SN6dNeEr7k&AQ
zmbG3uEWaecD~aF)LW5QMUs`_FXV4&%tWI-$`7X-UX>ypg<Sdc1WAT3}pu>E1;_NQ1
z>n~6_XF2&jAGO2jd#6hE;dOwepGW1DSLRqi8*LxP8D!-M|5OlgOfi9+TN0)6!`HYz
zH7`TPQ!_5sap|%6s2tWE><4<JMWe16Lz)w5r>Yq<@aMnj+<I9)K_3Ihq*2Y3>oybi
zGvj&apJB}T4uKz6Jfk*jV(h11c?|DH>@cM*Solv_?0zML#EvEFFx079x!e!GfV#l2
z)%z6#AKcem6qC;?!Tmmn2*rkj(N1$@g_$CqTA9htt7gTFz}E*g%bzl3Je~Y*$GRFR
ziYr9XrxE-N$0x6)kKYx9b(e%UwSugr5%%l+5ZeRJQ!XrgFC({kvrh;ymBH@2kxv+H
zjp$e7kO|Ysp_1lw8uzJjD~CJB?@|FQU<0rg<%q2F1~Pk!{&>ND8I!e%h2#pIy#JgQ
zXHJ@sy(`Ade!eSty^{Mi>aZEfgUDu#nL`?Q`&Rx+Kc>E)rrP16f8FtP`S;Wvw>{#<
zO~UP1)gjDa*s)~ZDPAn<XMcjCPOTuI?N~LWWSSx^!QvME{IYHCvRn|2+yGA}a4_n^
zg5^u7CuyofCJ93!=0rD}N*OtCGQt$H^^XkJs~bA7ssl#2m#dUBVC`10=EHVWpeC=Z
zPh+4RRxns#+d&hVvSnWe^}cTMPb~q*M8kZN>xYr{ts2DG`!!?^K9D!WHQ3Gk7mF6t
zB4yJzLTZ^;sBOk2rbO4V8c0LZnc<kMik1cDY#2YxI6TND7tA9lQU8(g#vSMDY<^iW
zbZAPe%mLI}HlpT_AJF?HubAGe)4T;o3~*pgie`>hET%Nrn{r2wSRW|*XWN3QIcQm#
z5Dj*Zb1=+?0)BSN*uUvZz}YpazkXputmQb$*!G;6lV{HCld|QbyESA$D}^aj_CFG4
zwSA<T&0mh<G)wmN^M<$`m$2H4*tLm~$fy|+vT*+_FiA-Ve<s1m6%zL0UX9A8uhh6X
zt>Dmh8<eW+wSHyLhL4*zapLd>XMUomT7DV(pH{MFPL<sP^_hejp1KwppX|{`IB5S7
z+JaRKr9P9vpn$(891sC8yT9sZZl$+l74r$Rq1-)_Wv?5zo*CBgvWZ?aY6fn|`e<V>
z!Sb3^vW9OM)^OZ$rt|h1^dG=krY%}F4@Gs?&h`Ab46C#%sM$$CP@(>3NlHqDMms#*
zd=1;X@&P*~8;sO{_<)Yk7{9KYzH9(-=v$v%zX3hv60B=`n1QoxWe40nU;4L6y!e_#
z=-2L14xWwRnLv3Xxxc}Hu;BV3j#nior5zV{eiGhIbEh?>T_l`PSr6?FvdME%?j5Bi
zT(ju<-bVu@A;zD`W{v1Oul6plIVc$DJ9|b{SQNW<k|C4_+>S%S92_7m%tbodjC|^G
z@LyFVcg07bSeFvtQ1s$fkT0blpEJGXGS-q~aPXpgMvE)vQ4U>Fba3-$O{DKzYL2vI
zaLszoBY5bH3jJoM(6m;>clx3@%2Ey|FpyA?!FT3TT&j@0YlypJBeI@8kaes)ue*>Z
zwtNROj;0=p+m!Znbi3)cl0(qPiYwOkZa8VOe#eg*Nk%{FgEXY?Z3t9zJ#<7Qei!BP
zu`;2MT-XnzL|wz{B1=p#{({ubxdCr6A{2H@;CeocA`{seNAT`C6s4+`ab$EXlj%uE
zvf}q>BxD3xz!p@f3-D%|O*4jJtvb)m0r2AflUq~b--grU>Hz%)snAMlkx+MTg+asD
z{>Orw8>>3?99K_LK4S&UjK$>j><Pr%V&Xzye$BQ?)DSw!Y3UK^o0mDIF-6c2GS9K0
z*ACul9)=YQiG~AGGU8`#SuF>_Cb~_ouM3lCd&57gP&h0)nlj0=$kPpzmm7W_eTR-A
z7>}JCX(|o-NG>Vl+5dwXVPwJqsDvcN<mk!q5%71SA-7i<To#uTDIO_q4@Uwdon=%N
z{pvZMht{JfIXNSR-dw~A?1J&1*^H}+{}P5>sf$}hH3=V@@a;MLNi^YRr=s-ueH2xJ
zgo>t}J|;nL+sX7r>@ON**nFJ-^NLYDBcj|>!hJC*WW09iaZPAGHxCI-%8_#sq~xEE
z-st`w^JKiQ35}KX_EE0AV=AChv_6+_VeZqj;MfXLg!)cP)Xv922&3=q(i_vjFOfQ&
ziH5DF8LJwbnWmvh&%g(N9S}UFFKS^LMn<%DJYg3#Av--LEm|Rkl?Ek-ZiR_{E@}7`
zJR>;^OPTt^*Md%CFk;rm+@Uif{u)0pK7#||{mU5so79bzm@x!Z(4a>+BN-e{A`2xS
zkE{9dLL8wa{zX?R$8jqFiUR`IHLAD{pNo!-WJN26g_F(kYLDJ-u{7js8II&eM3fjp
zeEpJ|U#wdQ3j}m$*n298=CA*yr9PLt5Z}hpWVEu<Jt$%58n{^p<Wt>JO4Wsn!k6P|
zMzs#I^|l7Ch-gSa6kc!sd6Fo69uxtjJi0B4wElCEVB&k&YMCk|pUuc9F)aK#L`i8W
zssh4%l|HC8vv{KJO_J&znJw{E6g3`87kP6XCkNoSf!E?dUg-X_iAp}E7~HVnSn^!o
z+*=*DkA%qA6XD&3uw4QZ4S)oSNTW$$?V(8p^H&}bUwM%CRuPt|TlqYF5Q}`G&Py;>
zGpJ_(WZ(Tr_qsvemb;e*cs>K+`2sLy*i~aU5D%SNc{ZN{g!L4O9SRH0j7?1r{~qk4
zA)}%sCnUjARHJiRJ%z+FrwJZamsMf#8SECU){|!Qn4B~mGnr1M@f25mWH=s9VRc-9
zeN3g<gi+M<C_2qo1-o7%E)IXcw?VNc!KDW)kpMCj5V`-I{ZUrz2*9m`9e~&clki*M
z7v0WXFcl%_3M)`R-S0yjhE5e7`3=^k#5e}|>5kK}x83Bg1<#7tagy`inb-TSVpU>j
zF7lPOy@G*&x2}z>i>j%pyCyvg$+n#A4GHOh2aioM)09E;j<zKu<{jsUC5eV%f*MW*
z;70%xW?xyvb^z4#8!s><XlNc2vk!!M@n-@QBxZoReva{vxbP1VM&#I^_fm{n`oxhF
z(=f`AU^`pN5MZ5W835-JJw22P_<-n;7h?rAlMpN>8%4z{;hfd>0!jo^SiciHnYFm6
zlOW2D>T&aupQ@}_H5pDA5ha)kFw5X-&b4W?(#i#CCp$X7jwfa)xhd3DaI(-Vb}0k)
z?@oq_t`-2!iz=ZM6!*_=2CA*}E%?&C_6C+!2)UBisWnB66)4$I)ca0HZTxDReo>K~
zteP`1mKM;gEK`**<B|7oSP$!0Px>mq-&Tb--#T<%wkFzYy6Tc=C)#+^3L0Extg6e(
z4)q+Bm#o=!xD_r+9%x~&)}o?d{jM_SPh>A;cGUHvlMfCTWviw9mU>UVyn&3|GxdFw
z8Epv?{#s|42G}{)q%|{V;QcuD-}@uQIc3|UPvR5+cp;(KfQlFN8WTuU#yLvSK$C`w
zmiW2Eruy8LvB2;imlc}ZGvLSb?54x&F)*itYT01On5_%AxI|(hn6jLCDJaEQCTB;a
z{RKz;lRv&qUtJP!EZ2?PnHn3Kp}_rnIBnoNCZ|>ZGk?jvbua(0{U0LmXivtPLWb2m
ziDn!!-TjNXONS#q4fw-@AV-ImVsk2nh8e4d7QDFZWz;Izsyc|iMtTgH%6_5yei(zB
z1Z3W^<@+FW5Sza9`4hrN5X~5%Om5%$OU*)$2VBOP{p2psIhn@`p6!pmOxMukbLdmX
zm(Tjub^ArBpy1S3uC{cd_Y~emKiWjjP9qB)QKMn!Pz+cctWySNmXt6Y9F|^w88IO-
zqw2XXeDoR!t~LuxE>#t_jDm&ovrbwD?fTj;s}J=){bf7A0RB$P7$=89S@c4Ia4RmA
z3VAQ)6(ls65vUUAEf^KpDOftFE4a(|2T19iS{sT~ID9GO7#8IKY{9Isb>9x?R-9I(
zXIYJUEj(Q}{X*oE#I7?_l-yePV;BUQINoA}I%1sUsB`b7&zU5%uez7IRu9LtZZ+0(
zi+<}PhGScVM#<rtA2=|rO~kKQO%<ziU4@R}C)-KWP2yUsaqnJd*sRSS2|n+-$4Vhy
ztMdte&?J0TSc*sW{D%C^xq*>Gy2t+VH(jKk*5OTb?#8p#Xq}x$S9x@3fVK2Bu0lJ<
z7NxS5isZ^m)mOSxqtnFYw#5rN_m#;FN<KP4+{Ur@?RqL2L|{9<9Gc%S5bca<E<QV%
zK(6|ufw!!**O&9GZ3Z|x2Lj-DpfCj_^=SI-K|~>`lhf<uh~@Ybc?fNngWCRLSICJm
zbN7pjvCV((DFik9fju6JgZxzWbwfZ6W&*){ooUO{v+Mce`JncAj*!~M6j0QI8FeP$
z$A{7)xb5H<4gu}PDzlC3hwFC|Q@iQeu=(cF`8?@<3sjghE$gSMMr%>nW&vG>(I&bA
z^}7X^MNXNH?IgNV@M{O(q`5Nms{~bpLblaEgvubO@l?xnv&?kEYmYtHW);APA(>*x
zPBHqhh<cWDoQR%gxXduhVjJeRjA|X1e9<j!Yp)#PTOx?eWj$8Ck;>0EVOT4r6-t$<
ztcW0u)fzhiy#Fp~R~tJ5@Tf;I0_WXzD90AEmRNWbMtLglZ4xAA=g=rtls2qOKXf02
zUA5YLDk9HwCtsN9o$B=z%Xip$4@}_|$}K>c@?6a1PP;(4oy6o$J2l8{j{%t{PSMVF
z>7{|z`H%Q@_<02B^Pf)|N3Yu4x-%QBNLyovgGSWpX&slof$0LvY-3lPLauAbPUa;N
zYD7*k9-7Of?T>`$=SI;kuZc;zO_hf{k9w;w6&A-!HjlAIy2ndAA3`)6uoum%?yVD-
zTCY#8Lb#7um2`<MdWX<mb9Fwoul%Rd$*)ySykPz*ud*M;&7Z|GUPb#ctnFNGkE9=Y
zmRiEgi!xr?;Wm$jm7Q}pS(6udJEt-P<KB;wHm!y0>*1>}ag`@^F|!*Jcznh8y;dnM
z>W@vr6W3uE*1X6j8*4WT2~M_Dw|tcQGpwu_V985fzYBdT1a9UH*v~b8>Jzf(1@o+Q
zPW~jiceZtW89rI@iiHI7G(<+TYmKaVth`-V<02nA*^Ub;Y;{)t7(BbM4u6lXs|RGG
z|B?1y8;=t_@JfHr-l>&qhIp^OI5mkEBK2w6A56S}Y?{2=YL=VnOkQIx@R|1V7>Bgn
z;Nw^?r(HYmzPK{<8Rk{k_*O}4d%Q=qa&EJ=M3p)3*zM8zJ9Vo&pxcTd7;`sybJf_o
z@vGvn;bXylAk1#L(mD;k3DTV8#{I9%2<0jr4sg;G;$Fb(koTB$PLb?2o!_HGaqT&(
z>DIvdaBy`hyde|Kf=dm+rDo1GJ?}ELRCKK945CvvRV+2*=4_LxbU3r(gqkT~HgoKR
znJGzjy+vKSdgT|W+>Vd%VJM1l!E&Ba!^s{Mh|{Rd<(QEixc67H)McpUYG!>^7e@wO
z?e9|1z0!2$so`0WdqYs6<-kyB^5AVz`LE}!(rEN_&&B)D4&|!0uCA>0)-CDHd0X}K
z1*suShBFoY!(>U0I=vqY59aU9=7GxRKWP^z0yqQZixE!#3T7%0*eX69tYSFt=n*dl
zOZ^s+DC@2%WX<3qqHnH}a~I^4|7wcIGZpS$(kAB)+RoH4&ujHE)qd5ndPPhiA#+rE
zlCP@EA2(S*N-H5_MM`Yh&qQQsJ-4TA#YEQvyeyRoX{_CXseKoWm@J%JRMAOigCTgP
zPah8iYCqGX^$kRbpMP~EYixq1I5%!m5<g#%MXkPZ$gN634Y9J^A=GK5K{&D)McIHT
zZi5$VGZSqK?6TWcdVdx6$v*M2Kpbl-*$kebB)@r%XuC*DNIN+#y9#+j?6yR9-AG@v
zC`$&ft^Bm9T`KAgIXB@lh$|r;w2QVSWhE~~FLhgo_hK|X$satsse*a9vi1<FX~SqG
z@YGrRW!vH<fIlOKRx_T@^%4;T0h4@HSKFGbgKJd<t%pzn?L@PAJNa>iyV=REz9`~R
zX13&f4#lG8Ob16(1;?to_(%=(`iKI_Zh!cD*fzC=vuD!&JU(@}rCCEH`Utn#>FZ+&
z`MCu5Q3;U?v8z?#ejH(+66LJJiK(W?!KU~iE(&JqB4jA}&faXjXwEPxR`8onYQ22-
zlkFQ3>nv%;*u+Q&m5<ej`eq^FtjP{!lX>!E9U?`j#|qdiEmqoj2nU$hV_y<#gsY_u
ztu`2NE^SScrWFy-+<>N)2CWW;uAoM{vp{XCME4h*POy<=O&LkWK27Ru(t>{C3npQr
zpu`B^#`FV;a^FAxc>sIg>;C(~uY~HtwU7nBOWtv+t+=kw;%^GA?ed+cT7hBaWH;dr
ziKw%%4S|g6q@DbtX|mI~@2Hq^odciu?~-G=+?W!l$JA*7?~8_-emK42tNdPfjHe{2
zb$}l_MOJEA`SuMNlnIN#cQPf;4e84~*0`Y=!bSPI9U6$=mW-MH)jZ;)+X_j(=gEjX
zgUsQY=13c&?bi`eaU~g|duwWQaPApdx%p#MW3Mv>AxSeXtQwRFm<bAF{kzdsape30
zVQ*(8nB^P9oY6_Ur`7X%shKiKW>j8d!vj9S01|i;fh|FE%|J^I9TATsg#$CR+V0WN
zvG4mhyWL=pLi2_-WjTn<h^VE(i8g*V9zD+#=C{ARqRg_Axe^Vpr;sJ{wL2O!h7?I;
zzW0l^fn!=hq>CN7y(G|>m9Nm8nVrcTe_vD@iyXThW2hkJ9Ye?nGswSY4lJ7G))bd%
z_@g?H*%m?@oY-ubft%}vo_Kgf#5wd!gEW2cpw`6&;uXgu(Tkjem^3mrD~>l7mNMPq
zFqDt706Y;e1{anu3?xNaD$P--kwa;j$oXzjbbI|V-s_Fz{AXG9g~Pg-z6!Uu7M|57
zX|t$%M(>#FC5$6Ays*|mwRfnt9=Ku!oemSOGl-k~^9Jcgs*H27@nnbWMs~f>m~v&z
zd>@c8X&e!ebyi~n`kX8B4Y$`iTk2U^u&~C4qXCoXj0Ht=62!J@*`c=+WqA-7tOMO`
z8C;|`6P;@fX&um|Ww$|7^|~$Qar~{p3pD=*v{S%#*BuRO>+uMF=7SuknC|HEj)gW5
zk;yMO8sf|8cZdaw`{c{Zgr_}qqxWLyS8a0V$YzrGSWJ-QUI9c)nw<^-4}M_b#$0tl
za^Yhk-CtjB;i}~1QOkX*eXRY-n+*r`kIJ{Qx1_h)7qJuAlVq0g#!)>UAH&_y;zaj-
z$$gi77X$dlClys}4hG1$9fs$tI#5b~lA&2}`%GA_iGme&FP8pkI^WM~WS5ozZ{gFP
zPm8C1=akCyBQo^*wIf{Z$Guenc(LL0Z)aE7)Yp^;7g&9`woqE0zNbdOJ@WU+t^%ap
zttYM2NDg)G1AWF0j=;ixTA>v?);}t>7TQQaWqTPTCJnGE(xwy|lkx4*N-LW74C{dX
zmUDL??gR5HOUE_J1L><YV-Hd0oO$W@WsSa|$vMVjO+dL*yHm4MwNv+9!5!prz{F>1
zn9Nk{_&(wdd8>p?JYEuBtX>>n3|}H&a<?#ha~Wzmt%`H$rV@_ga5-7ov<h2q*D$lH
zOjD7lqkoawE!8BGri507^`cGB6cf4WdiPs}nrs4Pp<{uwBGefH!}o41x%_>sf_5Mr
zwu~$JWPyo<BB%$9+1dLXFMto$e~Ub2KUvbY)?)?n7=bku%bd^jg!AcGA!4k(C28IP
z(8i2IcD4`1E1Ds42wwL?5+?KbuCU97K8U8ljg#0l&=PR`-6dl)7H(|u3^QW)`^3G<
z0(tZJc?i7(vxp|uUPd7Kh|%VJh@Nd98f~H3wi;cZRFGfDfX@%&k3X8CXDPtK*@wDQ
zSA&~!l@7vqf&2>-EZ6ZmW{GN%wIQ7d(vztBTFIM(ENd=ShnwqIv$ZaCjujVd1-HM~
zvD|2Ag+QgV<8MLtx8=T`+vPEsyuajewr91T`7whQCql?w0V8=Ip12;ADvz!9xIBqL
z)2~7RQqed-ct5+!e2zvTVA;uHA<bjqwvnpwv@yNG)qHW)BS%GmJkUwHIJ}wH*!fu}
zu!@0pQF7URnRFTFt1%hMrPs^lrgpoL`cB89n6G6Nwx%^#L)s8F2GiUFz{bX2K|5@`
zufai{RzKCA#3oq@NqQ1pQI$8&ONUQ8)7k3}x6P`Vki}4P!h*Csg~;5MiC%hvk(5|%
zH8WCJIGHp#ZRL)Or2^?_`C>aFBBHB?O34YXqn@PR$!1@1++wReb?Zosk*U4JsEDkz
zyjc_n%|>#v<xDyB?gR%%_)JEIw(*pGAsHHk7smm$rGkS1zIR2i#wb;%q^t|=vz>!e
zZ@x5pR0a&p$x32ER1^L_2u?wgE-VLeu!JJyBCTWJ>GkUJqh*RI-I}0k5tN2dAcPTg
z0T@I#O^gd_%^%$d!RC4%@9H}!2w_+Ja&jqmiqm)M<0<N-!S*!`?dk;Vo7j1YE<(K#
zw#DTOB}jRVKuO?Zs@$Hxj@YWGHxJ`Zxm)=%v8NY#FKQ`vy6b>Tz!3fl+)5O%i`V!S
z95x%9vyUFV|94S*B5cwh?Qzbv_@nEe{XC!keY=Ed!;(6M`?wzTMDrI9#7q$pODNcR
zGLsF-oZJtfK>}qVW~fdrduRJXV~oHxBu29h^~|^MJcVX8ycUDLlyV>4)Z1wz$E^0<
zv%$lUj&j+~S5{Sr-4&m|8CS(-bk^0nk8@X$Hpyk`{h_q&f7|zlpwM`a`4ETQ8(_%P
zbX*8M2}!Cg=k`-jnG*F%)k>)7$5bmkQkBP)3D$mLbCCcFrDZjWD!jUMA4V_!c$JDi
z@`9BS#9L=e20@MoXv|Z+J0??GP6kNA8-1*c?XySdK%$J>6XY*mKBB#td=?N~cj$ya
zuyb4(+z!+YIUBmm@ZQ`bN>{se1i<6%TzCdR4+Hg|8O-<G{M+zd``gIE!#fg_1B%L}
zcwU}XCQKsIWkM|$&QuqmmBP&G-}Eo6C}jj`xR6*f%FN>D!Nq5QrcA*Q^2p>VGHw9h
zxW5%E)MQ{YK2674+qzSd8drB1dlHNK<dRYY@}5%d7WWm^RhiD8BF)@uvvvEeP)Nmk
zH{B6mbvwu^O&^_&&d&F$iz*vB8^^M?$4=s)$5sgVF`&j0;86O(;31(E_C|{}EeNU#
zVxiC{HB8jBA^7Q&dF(b!{+w`3DfR}Y*d{6V_|t($6XuF;hpJ@0mz|%NkHr!y&aQD~
zoR3^v&s~nTZM8Q=g$qj_Y#sMAomg@t!%>!5F7pA2XTEseLs4D^8%fjIdX0O1SM6pM
zAN_SjuY5<G9(IFGba3mh6U+U{GP=*RaYMtKq_=;%&mR=qS6FhYZP+6xHq;Ox^;Dno
z+N#Y}kuH0*VvJY&xMrcsAQ;ry*U9yF*sTR!LM%ME4E$Ywj!;P_^zxnUl1n(bYl~Cb
zKNP$0)fyk~xnJm*t*{6+ol?AOz1MmF9!Jpj>-GVo;)@w_Xb#>5s*FSh0W1okU|8cP
zZSt+nVUi}aey6et)x{}k?JV4?PsAyO|6S18rw<r9hCxcnXxF8k9FR>8kuH4Cj1wnO
z?QYe*WUmK!GjUmnPnx}Cf0pRYm{noCU?<3m+h|K%d@?Wxy9KYnX>;x(Gb()&G={!R
zBf`K)0#f+jVK((ked6~6YYGwNynF%})2&ti5Q*!=l|Y=^5fIBk5l9Xy0#TCk6rUJ8
zuVp<I9ydx~OZIpmp9nb)8NJwf{ipm7(4Db&*PRm_QwS!=N?yfp-%2$2r7EY87ElJ{
zw*ZQ4F|8^MK^2e{dK&GO87SuY`8pjxnl}ZuwZ9kB;6P*GH19E+he7$4m^4>Fi@$?<
zjmNP`x80j~J@wS76(ggSpX98^VVTNm7rOQ(HaPkCq2<)u#q-MW%Q>RH41$?j@ye2H
zCm<LJ|KZx^<o1>WcGx-Xugr$_Dda<k+u}dg=e#PpqrHL$9Dd*PhKoOwRp7H|atexH
zF&hIFd4s$$i$cb5!PIkmrnAr$011FC(-nDM#0GB!YZXYII;YGY=e-spskxWg(4$Ya
zLS7F=>nwtJSoPV-S>jS{ZQ|0@;nF_i#f9I2h-u2xYAU?C5DG~&DAr)dB3lzi7w^pk
zO+!rvEA^FMI1(kl#&;YEZ`uc~LSW8SFh@l9Q*Lu=Bs!ynW!@$!EN!9(Ih%p^cuq;H
zthu-a0)9;s(FGB;qeN*(c;ZT!0)LaQxt-PY9JCea`JJHoN>T~Nh2$aX>m#}mCP>+%
zqH#z`@o!9V1l4xkFS~a5pjBmGPc+drS9p0pq+2Qbs9i3|9ii~OK1$(7ZKaj_yewbd
zpQl^^gPEG+-~&L1CAUT&0$-Z6z~=g*N7DDbZX}*{o|T^C-ts5H`@u89y<!BK|D10}
z7{PR@)QeIipThs3y3*1vzH&!TBgipZvP7NGq)`<oKFgI=B)EA5k)I`o0%etn2O@-o
zsoFrg#+)9oSB*J>erE0dWVrS6dTyz5AlJnC1%-j3-gD&tev>0uDoh`PKETh^LOjTW
z-riR@C{m~>!E6Zn{`n|>9aGj<RSmNo5m{xZ+8JYnJ6BzwW1&n~o1x3visx(U{-`0U
z|89rmvoHW^5W*izK}#8pww{-er#!jq06cG?!j9M;fht3!^*A9|1!XY_BPFM`Jitwx
z1dbM7%~!L_x4`zgW)|Iyh(+q7gxcl1R9Iv^N1=+9`@1Ncv|{Pp>d;iFA_yhUBH4vH
zXx1$zV?jW~Ay7KE0u5sDWBh=#Dta~uU?ZH=C|DuauR<xX^cdlGG0@p!1oBSatd59p
zO%t~TjQWb9-*A25wdvpoMQ<EPv1w2Ea#Es_l7#yUTlfee@G*C!XXTPV8jo|6lRK*9
ziX=&+8%c(cjh%ISHHhd{oKFWxiqD8rA#E$%&3Df9vKERX+ZDD<BT4OySgNF8E7N?A
zH9~f)F6fSALkwwOijy>q${*SOPMDglnYN_AxgK1>InJ!>XPKE!%uZ}WeG~any~GVi
zKra6We>QT=vrq(};zC|cl@Zs62Uv2uad7MG(BZ`wTJ6OL7U<gu*oa&_tyep&tgFrU
ze+#YN^(B>TvO*6yl8uG2hl)B-R2FwMJrjOVeT91!;4-QngAcMJ7kP%e2aE^C&Q(;g
z5?{u^3u;tPaQQ{+;((+3R)yamuWl-2(+bn0-W$uGz%H)Ns=y_dX7yZX>d&A3p!lIk
zj#Nx#iOc$f8E1PM&By6<UFWhn61v+%bj!_UaWi&qltikTuibgN>Qgex+B>V=PxvW{
z;}(8-W?W15^wRS8`hnLg?(_34#2lLx<;iDla>Z<^Z^c{K<oBq@yzw-2*S$lX7XBX^
zlmXYEdq)xy<IWTm^6!nm7b?ptWi{+MO^OTJjM>gfR!aN){ENt|n-wyv6)nP6D<yvQ
z*X5B*ph|y`PDwIRSPUpE?cayN#g(YSsi&CWXhVnzWY7Wf<_RE3$^<N8HAytf?lOD4
z$JUW1A!1tZ3!)OkMGYXpu{x}BR(?DC)eh${Nmxi7^W<9R@qrABW-yS;l>$+mDR_=~
zz>%KP*pYCGx+vT)J0U^aVqVRcPoHwxDo;_fdTnc0GU=w=tvQUJE#I$}KUcf*8q*gN
zTzzjDv;quU_@&qdBQF9kP#;A<>>uHpDf(_vH<4Kb`zvEheuWA@PyE==@pl3Ns;z$Y
zb-NN1FIq5)Bl;B~AB&t-ros5Atc6LFFi5zA?0g}gfZj+ET%Q+_*5@Y_7s(4n%->t8
zQVEZ)_>4);SMR#U;i0mA=g$1*F3>>8$-9b>iKc_QpGR?WvlCKI1L`4T6T=Ya?-0Ij
zv7H!CRWIl3aXEPU#~y99m)Flw+$c$SY33Pl(eiB?%}M9m6DH;&{;yvfUk@8XGLAtD
z+`&|5sX#NqD{8Je7DPsD!FU;<BYO!46_InWi#+f@l}fM>lKVyO;vpbd{O<*BYC7xT
zGnVx}?B3fHs`RL}uYsG8L(RyraEkF`D}-Ld5x=|yBt~P&Hs|5thuL^LFDHv1Gja4}
ztpA8_z!MdGi$+lSY$sae4)cwI_f=)%${-WZ1d}Uldt?WW;MU97IC2_s<q8XJUT&lJ
z?6IXSh{32rV)@_t)ATNFN99obj(bU>z8bb<?rmnGaW_A;Ke0>zLp*IG7j)>)`tdvN
z?3iD`jTKZ0H^if7wxpIEPb;8b&<^ni=yj-&;a3a-on@F{5=JdZ0Atm`O1`#I;e$9e
z@F8;iD-sGGtI&NAdL4<I6f-wRF*v+O>K@E(P+%}hr+N``-Lnj^cX=mO%-0q$Y-H10
zM|tvr!K7Q#>wl@+e(}JCs~PN*;eFaf(|t6=rZZ&!rjYxwexNMr<LajSdkc(8Z@t^%
zT(+fV8NpDwWCvQ)8~VZr?70J^<CcCY*5MZ(Y5B=DluV2>Bo%qsHiFzPMZx|ztMpO&
zKPo@~D^&=}3W8L<icKJOIULBoYTJ)*Vmg(YXs3mK5PSS~D%#&hdKm;%UrmU;gGG!W
z73+Y7$iX`LU3u?bIrIJCbk!(7b2#rFjNTN+Bf7~{o!`~GI8=HbSO$YnxZ1q)o4rEC
zcG_+>^2vU&>A|;*fN2{G22u!ZSs*RuaN?VWA3h|LinH{l?n(oi9Nq0)J~~Y-|CGO4
z{R~6(nAz0NCYL?-pu4T{s;nnz8T}BhG6Bb%2uBH$_w#Db6nzkvwSu2Uy|@Mv3b$zR
z*65F)l5qJmCg~MA#=_U82yw_W1bB0?=;c=rioMDzY~}dLTc`>A_~FF4dWqJ4vRGC1
zWzvLx;_jrfiGqSGwilL+q`e|?5huc)`=Aw2HxVnszLrq`1BEIuT;30jRRKgE<<Ky^
zD*iXs51SJLkovs=eY1PyjE2vP#RISx_#+yYZ-mi1J+S1x)7!TPeJZZo6KblR_K&B9
z&ycDOA2o*)!7y8tzwKom_Rk%cmo}Qpo@c_u9`_Gya<h!R*w%Tx?mfayqr44uiab_@
z<}ZORpHh#?ww-I;R%2-ljWUyL@S64pH$%sdJl9t9ExWtdF|{!I#=xwIcbZXkK4Hcy
zXqoU29#d6PiPL}r6>bmVwI_8UD_tu$D=#aLGyVzWQwf=|Dh&@M$Kb@;IBu6ag;iq?
zVEhKND~kaE$LIy<-%0~j${&Z$I^$}K;W!Ux<PZu2<P-d1WpG<=*xNhgvY;7(5?yto
zUG7u)(ntjsP5TyIaWa}*l|4MyfjLAHxhdrthY6Bb&d-w3=?~)?(>Q&-{<cO9LZ3Fv
zUNA#5<Csk!lAm_RV`7(IMep&<Hs<UbH{m{~-SgEMi>^NM5%JU5!?!gof{7h<p7&Mn
zG|?A-)M+6P8xnZ+@3wCmzdbTD#s*=%=ed>c4cefI(tdRbxlb%#8*B^77Y`S<Q(A8S
zIE{ABmt$>XZ2ufl7_2FVk9h!=?CvV)%+7}9DddMqiuSl&&Ij)>-FdUy{ve4a;%X5y
z3mR{N5Z&#{r**)<pty>m?QK(@B*s+)hc7Mp+t#KMp{&4@<6Y=dUXj)m%Og7%Bg<oY
z(-xlh32!v&wdGi7bT|nU_Ra_c6Hi1s;hD6_S5#wuca#?w%V&kI{N9)Frl^9GrowHi
zI+<22F${}-0dECW0Qi>P7$?acglSZM69u)fqp20i9IpFkdB^PP`=L$ohE<xOWZSXt
zhUxef*T7HqD=tRq(hGmhKrJVd4N|OZW;aiZxqbz!xbYDLfs=_Q6Y?uC3>)OD?xGbO
zxWD#}r19yH^JFjFKi0^DxC9#Wf4;FzqNZK;62Lzwn-(qIFPLS!YOA%+iU?80@(N$X
z5T2hBHllC+u90)D{7zOwkZqfkk{e?99nj4)vh}HogIzL&h#u-f-SyGkY%-t(hy4Th
zktSYUSN88OL@9Y6ZUCP0ui}32k|4VizHk2eX>90n(aX^@J{PemBrlOf!HG#Ht8akc
z*O%9vO$G6qPwbiE0T5JK528Y`N#b^Tid)V)-{Eir#Iw7wT0ux!kF2d*IJRN$pb};Z
z4`T1c9btLqJ)<?yhqx@`AKF5+Pi6DksN?zKoTqTD1WDu7tfAEoSq~IjTU|!nvYrRB
z^KNw!c>xjKxW&5^Ctj0hcfx7=-^pD5s1j@zZ}$8S%++ZdgG3F%xB1ciYYXx@E9Cy#
zL{Sy*P%nas0yt1{J=g*dpZ;^H9o@d@8;<tR<IG0%{S-&EJtv1fTvHJk{)U3*g&Agq
zybpbx`n`$;Dl79+veA71l9%Qr-WQ<M^s(90kz3;`EZZKG?GjscxAo9A$L*!M+nrmH
zhsoYqJev}eD)v&h#P-ho(Qz|e5%k@k<9a;a8Rw?cbg0v0?hng6p<z%nT(BwSSyq`%
z<1Mq|D4>0WSdO)F{hBEcRKdz0>V;OK-G0;6%sv*)492z9it>38c0Xq2NX%K!rz%zA
z9Lnqtf&s&(Ij%=`_DfwVBk?}ms3UQ(s-9&V@F}uZ^UZ|wynPb!U4wl33zCtqmIrfb
zbaXn-hUC};GHm)ixRs!a5GZJ{`ccQWCw$%|mwX{&p4U^ovrW^iK5w>Xuk+a-E4e;_
zV!J)nS2<0&FPC_0Ro&N*cy~tCf=w1bYMVj5g-cK@8)FNtO50QO@SJ$h*H1llO$a+0
zSx1*etQrYHq8y?gSqQ=od9vwMKt@-r%9~g<54Db=Pk&p2iML38W~f!I{AAo<h~kI%
z_CEkyK%~FY0}j>Yr8pPoS%SS3Y}~A}1gW%d$u(6A!yjT?BI;vUwe-Nd3E7KOIHJ)`
z%wv<D)Sv3=m@<?M_l{@UF!wk8$^oXkvrB(XFHhhRQ;kus>h#v*;TU5Ik0m3lb)Tc(
zWD8Li`imxQW;O~hFna`sA`R$IIWC3IYXbdCDo~sB)<y71{3ME^DBh(7P$!lh3Psa4
z&eRl<n!Mqri0zzXm)-8g2rR}CG6L=sxC$xQdeqCyZHhgGH*0ywz23EnLhJE|N>z5`
za=>KX<Pe)Ps{@UJ`GJ-I(*OrlpfWb+v+H7Z0UQE}TSt32p=`r9bO1?p5Q+k0K^|QO
zT@kKItGT?MJt4C6qyPa%9`0co$efT|Oh>^h^v1LljKR2qO6s{6$6D8Hn65v5JFYGq
zJ+TPKy5duYj+{iD8O9dsE1z0>SIxd(j1szji8Xy@zL7w;P9IDqNIZvt2wcYI0rn4T
z!e*vb*vIS^7%A0#<tRn>hBO;Os@5izx`<etl<T4-jQ*y8H61`XGk}2*nn)NmbAVE0
zo^GRz=ta@`Y6??Tk-%luyvZasd#hFAiCa{rQN?Oyc+R@(qh<tc!MH9XVC5ATx_Vii
z92piY?^=|~2qzov>ADyxgr2X3r$2pD{+Rvy##&bIo}{-vqkHNqZn&BH&Lp#W`syvK
z@0xsi??_&6-oz%Z0xppOQJK*Fdp2lvUD`Dzm&QjOxX^_+xL$HlIlQknnVG_~4@X16
z=t+DFN}?d1a5$pbZE1S3LKy5qs438t84Oa=!vY;YLCMI2YmQRpm^m0aiEk#KYl~mk
za(&HN_BPw<*!rlL70S}G8nfnSwPdws?a1P@s`8Z$^Ee#hFjtv3_c-;*RcqRwZr+ie
z7U(tN{VTdIR-`>DNCRLbpW%<vEiI>;HZw6k+f75BI?b?gv7RMJHc7pll+IaPzaU1G
z1XX%HFM%{d22tnX(y-AC1PDe<99{k3;uW2%e~ridcE`Jw(kC0<(%Z56t5pYI&B9j-
z`WLY+gC=+q<91@}bHB$mr-tZf*KgJ@{!9P2zH39%(**^%x=f#Wu*{LhAUh2BD;K?Z
z90j|tXj9qRB(94{wMkoDB%?Ozsf%RSCL?u`cx^7BFupcvt&2iAbk{{QYm?!+sEK>c
z9}1A9Yzedm*gyct-U>REiiE=+kDCXY<55Oq1_gTSj3#BXna%O)?8a=WAsc5`=FK^d
zS6tUxA@vceB1)@@tJ;FR);lLu)-#{#lEP`M_4G-5@fZFH6o=q1rwpa0kDNsIBPZ#e
zTCHoF0mqS($W-g_Df;txGC?0X?%X!L92<zl@9V{znQP!A8Cwauz6he_MB|Pl7NV7(
zrgyp)C7pFyOl{Is7q!(UC5Vtj@g|;T(iBfwE9Gl9YTT#MH0rq>Y}~+4@`oy#G8C@T
z;OH-z52#^NJGcELSKxZOZ`aGIe7GJJHEW)2@*ZlxO#66|3{k{Xo3zwLk$Qsq0MS(L
zD=w>r@}M>~g<sNaUK7_WNur3wDj$^BmFcE5To+KI*ws!huAr-<yr<}hPK99^g<Fhe
zCo9v7k%4ehO-<=;$@RlPal}$o^AiW%Fo|4yUB&7T=Jp$W&&)+z4={=8={QgAJpQcy
z!G}&f1fn_^G}t?E7crdFYRyiw>=Hea&*_!3#9U{t3_4RDDNQxsD{QiKh$4AYb!LgZ
zFYp7TQPN`ZA>k?Ufba?biTP9Eq9};=K0>3NcG!Y8&HkgA@d2x96VuqXi;ko{T$>Ek
zMIyB^0&1JdnzXqU5X|1%q#p)Paf-@pkE(b)s_1lH;7khV1V!aEi8NMJk7#mu6esO<
zb1CXmE#Ls-P6gHRDy6EJh;f4cfZtEhZ%@(rn!4SM8{F7k73Wme+Z<^K<8Wp6oX30G
z4S<GnQtL_Q>nFfZFDbZa%vnq6$!y6p@IgM^N;IT2Z_F56C!h1uPx8uuQ;2e2u%IVd
z3_DGRi8Gn8yVw=RKY`p}k{|yXeA^uS-pUR7Dco>mh5o8;?!h3*lws5KJHH*Yu|NYY
zEw0yprRRN{pmyo`y|5&OjbzEN?z8mUFrFUtpqA6k<6}Hd2VSmCI_e@yt%t;%YQml-
zQo9@wEWw<@)<X`9HHE9REW3kupv$s#z2!r5n^5Itxn`wWZj|TCbc2lLO7$nD%MeM#
zpb^w|kgjY6*@%W{$}>XH6M_F##fRZbQ-`j^1p~*_6yV&hd{Uywooe-+2oKd~6r}I#
z)^g*%xbCwi9_}lFf3B6X3?Fbr9a(P18}(*Iah!@}mf^C@(cV%1rr<iiD2cIb&V&+N
zoz;}&oT{93#!`5WX6}=njOEoPk|>4QV_A|-OiG~?UZV9&X4OT#s@JE^wh3U+1Y*?!
znM#171DTYM&dl=)HnmU4g8hyF4v<KNvYTSjrYyP1DK<%_CN9y0Vp)>YnMFQD7Q&iC
zl3fag6Jae}9c~QI4|CyHGu0IJu_oDU686z7<IM!9(lN<PUbPCG>2j;ELpUhVLJHre
zSwyL-D05cd1iIWeMV&vE9jh$t@qy*zIw0EZ#*&<ldUBX<brYx>{R|=`u0mOCzxDvg
z_rRDXP203zw9*tc%kNYC6!!bzJ=MT?-Twr+vHk8kzxbUoFO*hpxLyteM-4EBTk*(g
z%V^-9rc87c(;U!;@se|ZOdL>rJ06YqfB#56o;7(S9%~;qLsxDbO5L=t^2fe<e#Em)
zFCR5=vf{;MW0~$B|4fa<V>TwJ{$m7N=jTt}42eLMO%R=QhW@*KT}POo=|8{nnEsX-
z^5aRov<(Zgdvu|Jod~F!M!-%6x~N6&XYUs7mhN*u%B~VtNsqd>u^WUZrEPAj!-OTb
z!U~oY_2`i#|8c~VqBdyGr1Eh@t<5m3=f@0}G>IwPUn@(>A4d&4ZwIv4DZ9d(OoVwr
z1lr74v@tX_%PLqk3$|1RM2EvZOLcp|Vf6BSN4ZgN4dy8~sK4Bp$-QRj2R@h{qIB%P
zgLEn`mWqpsCBN~YYtoGe0~4myo<u_T1tfJ}IP3=9W-KtM!wX>`z;PIK<Hb>IEOh`Y
z>ctTA;dl)7$H@)&=qm-CJ10-qZ#p(|0=SO?+y_j4wU9_iU8$~V%wzh`^zHh~)<nWj
zZNznTgD5gz1U{2}81$hH`OrgJV~uT+W0E-4HG`T#-(kK(xQALQ>=OUx{HND;yExOe
z25+?Owz2gd?2+t>h2ia&5UpI|%~S2w%5wXBWxKsqIbh$R@OH%`@yO!Yz*PCA4UlD)
z%8a?MTxUDS^-OjTtT)VO?-PPLa12F^(`B^N$h0+?uO`xs%vWd8na^SBjc@eR2Rrp0
zIJNco6@1sn`~S07|D5%&*8lO=hx+zicq-VeKKMwz-t{36>tmRC?=&92hukkzNBWAv
zrcrcOb8ih`hIZ3Yx`bwSusBQeo4{m}>X!WzdbN;-MO1)yn~>>Yzu%512Wd|PQ`CD}
zhOAne6;V!;Dud((`7<(YnAKa7dX$)91<2F^$?bt@twKy_AWU%qF1Q$nDcEGP{>3On
zM;2c-p_Ml;J?6{c%|5d~g<m+#Wbj_tA3;8^Sx8UgqO|T^nC?{|kiPMsR3lcpHV-qH
zTDoVGes)K6Y@c35G(lTbbjvME7u7S}%V+P>|0Fy08lw#LG$@AY3lfP39$5J@iQoi%
zI(r5XlZA@V2ijaFtb`-sa$8AwVtBfFmT;SGR(yKyZGD%aWq29YY`)v^K;a|k5xfO$
z!5eco74Ad(@FjE!ccMUsZ3r5I`<p9l<I#9L$~+~$D0gq}i-i|*FBRGwV%7PS`<yFs
zPK)9wvKPP??>&KQkdvCD3Hj$ju}da8#Jf|}?=+#LV1uQqgnTD4YnGf1AsW+_#a9uR
zp0OQgG#$bJcXhN^7?ThKQ9*rsK|AijU98tKFvfZww}*6g2DpqqWV{~*ZlSb4HdaqC
zJ#fUkcOH5d5C6?e*mOYO^5u<>ZyeRPw))N`L-Q6qRQ~xu|4l0kaOuf!H)CPvp?~k!
z|Ji2*&OY)!E`R?C{hO2eSNf6y=hA!2Z_@5<7__kPS>NiR!<pacU%&g7e*SfAK646J
zy+C4K2AXaSpw^G#fZCi<bPZi&o^5`CV`tHe>1A0olJhKi_Q96H_T`rKmhF}UmeUr2
zcwfz)w!7Y1zk%ZvzEex^Lei4<zb2laZFeYkJD}M_D-I}uC={{~){`x~$szJ~=96fO
z`mN?uEmeI2SA8#Cp*Da(tIU~m@h9Tp;yA$hK%<#SXpg`h&^{2#Snra-tL#_SJ9XRJ
zVUxjgfZE0X1G>H4wMZFt-(!z%-~N}UmVZ5_Ouu`R?n<Ngo||iHSJqEty64Wl_rt0B
zv;Qz9YN#e%x?bQH>J7=o&8_=L^=Rz=g1*J@#Q)L80ZN%AIcuF;n5Ufknde<E#E+t*
zxo^kc&iUB&vHMHcKivOOoHxsOv%J|w$u8II9IWKzVA*BMSdN$HtjFtfw&U$N9M0h)
z0n#@RdS@4zU<x}lbH+Sjxp3ML0M<jchk5cn5=TcK&M>=VRm3@TOlUI`T^o;WAlf&i
zCR7cA%&ArR!M1?7fnFU7Bm!FCK;SeOLb4iR;<XlD$JL2lqmiCorU{ICp}oCcY_GpS
zo-e$9$>u@``ht47XR4@oei7=sn>>uE$GBA7J3Eve&pzL;0P`=`ZK&j1o09Ve^#5S%
zfd2YlURkwk^ueX`R+N^WnnShc&m7SDQL+Bcs=c>Wj~g-Kk=uq1Z`}G_1#Wugy_GX3
z4<B~_4G?!Xpg6|nL#25~b3CGMR`;p&Bf@53pFrCQRDCYu^&;T-#JZ@XNpv=8qQvuN
zvk%nNN1B~(@whEktGkIt*u<U0Rfs_tbejuGvr}@2<~E*NZ}PVJ$eJQwiu&UrmkGlC
zM@_LwmtEpztF74`a$%RtpYg@Io)yOBMzaQrH~HTysf-1F<;JUq_JxNpy*#0!+-C^k
zGJ@QCx!7GCE-EdSqEt9~4Ykn_9d+m1eDv*+#AsUoLw|#3N9vc%quBhuef8Bi*ok_~
zFoX2J5=<6A9j<{4kD?2jtAGy)p^Sn66Y_;JAEGzWOfk=-s5Z@##GqnG=0?Iqw8WxG
z^l_HG7VL6Vb~-_=_#ZZ#!=dgVgBzLoOe@pPFieW>qh;DWYO~EI+AHi(xkC2k_U-lq
z_Rs9xJo{H5c8=3ID2rI8g~knc)i3Na);N}zrzfY4LKX1_S*s~KGv><<@S!D`V>1MG
z39?v&oPP=OT40l&%})PJdTG&(2jw1Ra~#p#pS&DVF;O%iWF*B-87tDR_q(J{K@36b
z&|C5GlTuULQ(OOZ4{0~lRSbRhzWer#n=}hNg}-ax2QP1KoVNb~>YcO+9yYCO_{>$e
zO*wo7KZ0w`B&ONj=a@@It^bF%R+6%$5^1D#uX`=GMq2CQS!cGhhMUbTcCuRpTqa;%
zu-dDH84{C^%i;N0d>{T9-h!VIUcmc>9|Q~Ls3dkc#iRqdKor<{TheYa@d|JPakLy9
zJ6#-$WX0^T+tbp~<l=az2|22~s8apHQ2H0diy+sp8dG4#-YFiFiGx9$#hVnKH$7+{
z_y0Y|1D*`B8ZR`g8A)ZFR^x^{1-S@GjHkyfc*wgqkC=*odDnEkX|Vpx_&Xtx;C{lL
zb1Ay5WyEmOsrmlLPR4bCeAZ7H__Naxy?lI!_I!@%b`xb2cq?y{<#=|V_#pS7P^D*d
zc#5YsK3kq0oRi%YUnH-MZj|@R%6Qy>=i%jeJ>HJFkP$b#>`2=Ep+M4)a`KbN##@uN
z43{sNp~#9$o*j)SQL;qDG&`Q7#7%rW2Z9ib%C1ljC!la7lARql`!g~~Hvmy4@)jG(
z=E$d`DWOPPMR<L9d-y<@34<Ox=Fe_xjpKNV`jaLhe^tM$%M$v|O^-mmQKst2I=YKJ
zlu3+M+F)Jlll>pPfu5mKU5YX*98$uH91ej`n3Ww<vQ1oe?5fkcX1V^KqjvqaU#|kW
zegKW}`^jk9F&R#dc&~m`913WR!9$*{d=5{~WAL!|ZmF!pZwziK)907#f4+6ddxP`?
zeC^0AGRz^frLzX_PVGGhb_xg0*3KG={jXU!4S?Li4?ohW(&P4T>iU8H-2IzDwDA{8
zi1{^)eqTIDJLSl6MW^M{9%tM%h#$?3hP<icXK;7&&D=fWD)A}qNpX|1DY%#0B|a-1
z=1vFS;C^HNb?EKLIq@$!m-7Ad@O<0dkrvzP$di$s5tCEl!jg&a!zrO)URcWQ!{-G#
z<-d9R68NZ!tlz4;^_pI8@7?KrNvE5nL-vF~E^9hrNk|ACptA@8Swt4W1w|Oa0ON*$
zU;qUfMfgT#hlq~LEY2I1!EuyN-;BaMBhEOJVdf1mGeSDwsp<|y9q0G`zTfXXZuqCV
zx^CTDr_MQbPSvT3ah^MBbi1RuUb)_F6r%DFCcijjBRQNVl-G=ak$`W2lX99vf##sK
z+0ksX+e1NlnlDH)XbWKsA2sO1P=f~32_uEAE*7fI@5#vD)ycpCz2H`pACdkV^sNE<
z`i45!c+d-{k!LryJ*3${DbLOA_3DjYuby%U?QgObBHf#V(s)xCwHRAm40YY0dodW2
zG+kz3i5u4y=KgYcL@PeOarY~j8R=>o8A~k>%TgD5H>85=_g(pP{VFn@Vv);IOaI=U
zR}AuMe19O-(m8yZR}L!B2|DU`sdHU(pifo3IDzl@t&-?LKlJ4X(3f7^ApN{c)@9f(
z+iu|gLvdQcgoIYbV#OW8YQ;L?5ye(vkKzZyA;rt`f4Z~&sQ;tLs6>a}Ax8C4afE(^
zI8i@QRB(EQJ1yS)Tl%-eU+F&-FX;cOzaq-ATbixJV`{d{@VkgClj#<j-05=43~~{2
zuvIQ<K*_nB-XVQyvC1=(eDxT|a5YY=kJs^8d>&uI16T>)>9Y1@9m-;}vJeT5V>BS#
z#|_3io!LFir;^r#mY_Z85ZD8?zRw;Xw2WYEzf2;J=>KImrveANR;);`ji<X7M16y1
z^^N%xkm_E82pSx8@(^Jr0f)=Lexm)0mJf=nI7C2i8Ukd0k{>S$ak%ntwKMUjmABWV
zenltCzpA)ZB4TNmEBiO&`(7GFIup;kr~i7YH)FQqY<zY3y<~IVxdA)l;5Q%{Dwp)U
zpuh~fA1K0e`vsYZdvJ%OV7ZTEGW6DJYcxg%a5C>nChq#Ha5}~a-qWuyGI`J8@h4BF
zUg0;4`bs;B@WzG#JN^OxAk<wUY53i&Y&X)eBFk|yL@L$_0{;=iEWyw%XEB56)*<4{
zrZ+)U5AHtj5+i5>&QA3{@(BOnKc5)I|AqK1m0)QfXAdJUieN?xkl++%n01sjX?@uG
zuzQzvw|kd=Ti}Q86XIK<dYD}A4EuUmi=<g%TVp$KyJX{Rwy;xu8c#tg{FG!?c<Q}N
zylcDzpy<6u5L#3ZimC^PC9QJ>BU3!B2_G;TH7d2LhpCcuf~-&P>#*Bw`Zc;Ybd0Wt
zIe*OJ*#wpoCuxFP+b#GIiNuI5d^gQ8%QLanq-~!=E3eXZ6X2BUzBC_I4F*XPq$ZIo
zl;g-YnOQ!^6kLq5S^Hwl@gZ|~F>-Lu#W)k(M<TSSqf-h7w^^n)78RD61ix?OVE9mQ
zFhVjo7?`!|;ydk;2+j@9eX?Wv>K7+ZT*wR?Q#og+b}T;k^2N!c?%2axpNvF0`yb0o
zj(VbF+u9W?r+s|w?y~qBkI6zW-!iK1Z$STnfq^&KOZ+<IL{apKl;x0QIm6^GF2|Fd
za1yd9Z~~#612UPh2R|t(JzMlTomOes1RotoEkw9VB(K$K=>$W26&vYbwOl*5gj>Vy
z;rQ3Nv)p;^60t9t-yIKZRo3P8;G;)gq-!6O`}%=XF6!t6vhHeT@&lA>?~Mq`3<13%
zxkerG1w-;c8}?=a1Qj`L*st=mp)3ud-r%}k?X-I&T{xE)a`~KYJ}gAK5zpbw><0!p
z)MtVxHB1x}Vp0#1`0UtBjY>jeP`P+g_NzM^)^;yF`t-`=g0cFscK29!DIUJ+`<?4X
zt(dp&V}4z(F4*7nQTsbjt^enqsM8mFGQ@t|Vi|tz2NM?@zvGFcsSn<hKz8zgyX)8^
z$ck2<Qd;a5#wQ16oO0Z1m79QR&mtudHK1J~mzfSQD)lDSss^$rMTZK|d*}k<(Wl~8
zzSg$zoxvSrBr<Afh-rFyNM~eaMpkS?IvIe0GqoYTpl!P`J+v&yP$oh{y*WB@!Pfoe
z%=*9L;F;B1YT3sZfB&f$Ha0!A;7aPx7ta1Cj*m%QyKCzoyZ8T}*~^Hm4jcH4vjVTU
zz~U36utN&#0+QM1mn)O}^NNJ>NLJWp_JM4L59n0BEoPZ3L6$rT8%3D}=qY9u$MKzN
z7us%*5~<5V>U2EDW;K6U{f7EI^#vNa_d7`u+*(go9`Y8xjK|*$s|St&7U|6}4OxI7
z0rrF*)nx5Pthmy59bZWk#h;@$<>-TL$ZrA&iQzUBF#6i)&W0P4W*)BvylGz#mL220
z<VYUbaqMwhZ9^u_C{yJ|G}?$J+|A``qupRU++eC8;VLSvGQU0}t3YP6h4Pgl6YXM7
z&jmH%nb8_gY#{c+GgH>>#ig%C=2eaM74MkPC9T=DzGLHC+`#%=ebKdjP3EFbJodNq
z`?}x9EA0-P)oe=TS5~C{dGL{+;m)JuGQGjJurDD4c+1<Ryp8OGif(bgV!!sF__Fv5
z@ni8zQJE#WMP`C-x^4kG-?o~)+qOd?vl}&p2PGvk=nNi1fq^shFc+nKy-I!9Xty&K
z;6^=gqp@!YH?F1pD4<U@EBRW-!WX~AkLgWk#AL=)^MR$htd+1Glc9$<&2nWdWj`6)
za{hxSda<@=+e>`^z09lMf8p4V)%Q=I`Kaz%>i3vEdIs0NzavLH(sveD-ub{Ii^xb+
z0?j_fCy)=lEP3p5PkSOe>9e#a97(^)Z1#G6hcUQTMuZ%4wdyo}2c+vENw3)=$Jq`g
z*WuN7n3W)7J<R-*7UbLRHJW;uUde4XTROeukh*HmSr13fsw10s20Xl{)<65jug%Y<
zfBMKqqTci#qW;Xb8oFIJy<sN3gsau@GObL%7zw;i(14;(FX0-9)WHRkX!56HZAV}j
zd2g<!`%8w|#yCpn&tDN79p~>HlX$V|N?m=bbo$tCwkD_J^|^D6{XGvaeI?d^e8y<v
z*Tx%}N#Hntnkr-afFBA_6{<xaNrh_O!QbP$tLV;(4Mh)DbdBCF-%<2L#m<piM`vm6
zZab52*GApZiP2fnd!ziw=vZ!K58fatqS0X4ioF~LrM*D{RWHubx%Dx9wZ2}@>3f(Q
z$ufL}QZ{x)P&+a@As=<*ue94`rU@&3J<N!sCcQ|0Rc-~+{{EOuS{d$PzL3<#TVpaw
z)*xFd<77Q}_p!P!-=$&CG^(TT^5Cf1*E={j)klL8bp5S_u|B8s{zXOU$v{CS3<lJa
z0A@lxIyd<B2`W;cjP52j3=Oiq8Py!hVFa}`9$2*x>-R^i8WWR>Yu>d=tL}<M7VV73
zQ)~Zv^iNpvyFjqqHh1aL<cz!SaGm+(!Gk}!FzaDFpJCMxF8uzdI&Z)jD~?v(zu?x0
z*Y5Ba6&5ya|Mlv5bN39hm$`D|Onh_a+(#c?uyEt`*NWFonXqhIdvO&xo3#+^?a};3
z6hS{f4nwXrn@nzrf%b$a=~K5SbV)yFb>+^95Y=hLa}csVEt9!DdYx;I$D>o~^+tCj
zmkhmG0e2rAc~$C8ld*?+M+yWS9W2Xr2DJfqAQq?&ydF3k5J+-Q;81`I)JA8Y9Lm!~
znf7PqwysiUPMb7z7jkBtNzZ0cMQF40f}OW^^EScpFGp9Pe}<W9m;zOQG;s9hSo{6l
zmG8Gsjz-5%OZ{M2Ny&X5-WyI;POcjhEZ{drb>;mH`}dcX-`0P1`Z&Vg#Z2?)(Wxgs
zdK=QxO!hY;3<c>`8iwZ^kP5j`yJXR}s}t^Iz}}v4CH<D9?s;><a>OR|Fn>OUuubN6
zDcK(80@#NgTARI72mTk*c4(Js4{Hasy!K`M8uF02t*RS~FkrXRv4k#Y4~;t>Y=$5!
z2^OVWie1sN@^DUh<r|YH#qDmL9HZexV)=%OoSgEqaHRCB3rzJa#$TN!V~XbXXA`*v
z+w1;RDPG0bLmRy4q2m_0IteCM=#)31KB6(3$jeJ=gf%kT7Ex>7WFjp%s^|d8nlHJW
z8f|BGw$|x(#+=p8vre8Q_BanYIcKeJ_RT>v6JpYPIkTasx(}4q%~4Wgcj)wXefDDP
z(AgFv1VbbA<<Rz$MlwS->ZCVC+9GA;IpMO3*D;&d+g(@@$F(IT(`tM%zP=pVOup;?
z`~2%q9ZBuBVC|fFU9;J#t!Ci-BH(-*aDEO}ONj;ERo*{%*?k`DaTT~ESA(m=wbUgb
zm(HaNvC8&@ko38{?t}}sC-|h_X$7M+<PRo7KEJ;!2N`p6U~orlj@9c-@2B$dPVF2W
zk(x?zjvl$3LQW_I4vI3z@AF!D5t(qPE?2ADuGEXGjJQ)pwhzXX)k-d=Jfvilwc**1
z3=s~h@2BW4>Z+>5Aro@dnVIxhE9j+f`TR$HUT+Wc*$J!3XtkPddi`IU<;kqAXF^6m
ztLbGomo$iwP`jd<8Jy$MVhiQ8Ie2HPY)W0+S%h1{hZK1e@5UdlKK{<ne!4sLF8)L6
zGs^>HiM)Cidti~SU{h{Z?D|`eE5l>TM=|;N%#H(JeT8WxB#|BgdclC2B@q;kJn3WG
z6SAaVCRgecA|ap~B@E#9ZdW72Du!V@v$SNlH!;=@s|VD)n#hdthRh5aV|~?h0K~%3
z_^@<?@RQNnhEz#oe3B<0xAN_#;%g^c#t;b~H=R9|gx4i+R*aBP1O8w&4oC`z#2Ova
z2*368z~4{~sL1iL_Cz%4leZ_-Nq<SQ;Q8W2$&oTt?suY57XQ;Dj8C)sM(it-4a?Oe
zRCBU&6H&V};fQ8utCi~QGI^&iE6brLUY;bnkpnyWEFGgdP@l)0ogHzL>_80s&`4i-
zsH3c`ytBX^i^Ui%z?#^h*y}MqRx5o|dy;LP;Q7Ju-+Pgy$>t@HxXYAVs?uRGpiQeU
zU(Q6G(>*<d%BB2<Vy&nQ1cMd+Zaz>M>P8ji_-pp3$&48@Hg@wS#?nnr;~7-D-=%WD
z`LSqdUz8OMIznvMuBRr|#PXqMo{g52taxowOX~SZMfC1h>snGHrj8%&DH(|E*gLUt
zDzo7y^M(&^?0=6M9XOvEIkh46!f#i%kskCjw^mF@y?B0AJMB(J-DEDDmwNB*`72i1
zGrh`<20ti-4oL=wB$&MI31`x$XisD%{U{0ccL*Hi1Uka74%5?uz{s=-jU(Z7W+}DW
zY`LOS)RVC-$D7^9T000k`m|oRH|DMOzV1Ei6-Y8YyIY&{tq!6C+>LRK91+u}uehn*
z(*!nKINrjUx_L7UZir(C32X?aY4sfx9wcco<|3O<HytE&jFd+2|2UpZRZOiJV;#lT
zEKHqxW7Eg|m($i-j9FM*o!a%q%84{EuLTdxvB7v20c-v>u-;VQD=w9s&#CaU9IlkB
zw;-9gMNpYmvUPUtN(K0WgSK}jR-JC$0Zl#(TP-02Z)yWoqHRM~45=&?q>LPK4CMf3
zM%{)rN_E@NtzmR$>|jg)*y{9L50RQk`IvG2=(E&MUwiGhxMJSM&7bX9y6e8Z>`Q$=
z`!e;bzrJ}97ft!`mgA|<Pj7$dlSR;mKq|o*Kz6}DM1PW|cqL!9Lo$bb^0X#TD{);?
z^}IHrJ0hZNgD?EFd7mirZOK*%yhf$$jCLT54O+2XTq3R!_lW%K;#u*$cuC|$;uWfb
zTMyf?tu8-pmR}v>5~kxj`>HRKrQ{*KoAv}P4!<MVhI1?c0lN>}L2I~eX!Hc}@QkL2
zG2G4PnxfsvXc#Jg$DLk}i#my%*GZj3<Z-*u4JR>Z`lhnGAz(Dp;$~<CnOta$H>Jv^
zjT>Q#W1RQsu~~P&nELro^5&FGxUcm7<16Pp@Eh?@E#vX<;W*yRzB<ufxFGe)Pu9P4
z;7_S7)*TfUsh@WLIQ7zRV#EVXHFFO3UGV>M(EF0zA^CM7`A}`{$nsmwPGl!jHyY;_
zi^VMX!8Mo5H1^ZXB@j%9lud*w)bVdTaZlP44}Z%O@4aCxQJK1&_P_^s)!1D=z1gSt
zv>}%Xz$^OOklW~N!zOcP%4U%AfuKek)cCu(fHw3s-}-BVNXEAoON%UpWwOxV6b87}
z?3>kKNtQN^d#-2J9gn|z;l+-JvY+j`YxNHvoU-Z@_TAfGxxThJP9{&|&G_<<?s|Xs
zaqL@wNB(Nc?_W8v6PH}5Kxw;#CA{lIJER=YP-<&?!kF}-r0sbp)k|unILD||8r27w
zeS!>9o8+%BT_CLnX1wHLwNxwF$m)Exl_kGo)<ag#TI-tq?l<*OKiOi^+m{Y}xWTN0
znkY-d@fuFu&1do2f2D~mG${R>I=u+XhTXca*_&U3=imBF>$?7bG{#3eMzP};rCvF_
zRhxSEMC#Co_fG<qGd97<TFj))jRT)CC!x&|bX}@b>rl|G8||OwzsGw}e$aE!tC%d0
znXAo*%&gfgdLjjpwUNz{y%9bV$+4{vW$cO^m3h<P@m%C&F5#?cz{Hq(fUPvbN?iaS
z3Sbl{2rz*j{0Aw3Hsxlo9MEFzDqZe{Tt>=m$nD5on!7f4Z|>n-S#E9g%Ry&*GCgOi
zzjfJi!e}=p80ZWuWv)_tNUi4-#BfDiNLY;JJ^)u1d?a=(=7a2FB=aj4W1m;9aBAF(
zk;|Q>rt+G0(r<3xYBglUGl%Ss%}MVj{C3a-jk4Y@f3S7(>|kg~{R1}pv2C*!#PO>7
z^6G$p;mQ2`Pc|=l7#BaVxh*aYi%uv^<mJU~c`}^(YDrg3L1|8S%pI|U`qe#E*hFaW
z1lo_~&Vu*y;!(5Q@FP40iTEj`L2mq%WCWK_X|pNphvoHPrD&cusSqY)&0^iI4jbE{
z6iHle4|C;&O0IC&6=WX6qO@<fDOH`eYO<TM!MfJE*?QQ@TYH$QW1iD#f14U>B$|Pq
zqtIG47}o$4rhyKS4Nf>nb=o;FThv)uX4PV(wrCb-d;_wYk@mXvbUvq)&QpiTyhUN@
zNQ@t@cGiw;x?-~pzeOed$J|(~yQPjhTdZ9(ecZ6T{`=jY1_f8yT^nci=S^tY0hDkL
zT;L@3MHEKA247h2b@X6`WHCQ)PdJV^T{^iTAu<W9OX$N1q<;lJN&dbU=rf~;W!X-Z
z{AsU>!K*lfxXMH<yAnz1G?_b{st%XSNo<B}e;94|b9`q&>v#LfAqkiKJo2ygANI5U
zSD7l5i%#RU=q7p6lROs(XQeabAu*c0RC?)kLu?17*6mR!m2P=Ar|_t{vD<Z1YUu=F
zT2qB?SoU<rkWbGTrUlrI6Oq!qJ9=YPh7e8;8=ots{xtllQ&XO6H3rzFBXiUh{ZEXX
zfM<R=vqc^onIjw3zq-{m{B}I)+#O#s{)7OO%o=!~J<o1K7If{{A{Ey64E$btNM%)8
zALO3kE_0W8PN^E99I0Yu#!{igm=HGzJcy%)EW<yh;jsX8){43WiC##M=!HZkdZFtZ
z(F>|{^n!3BdI4!Y+6Hi_Ic=S-9W6m?$m+1?#`Z!1)mne|NP1y?8QJUq@1h$v|4*VD
zh!?edS$TOmU2yY(*gEjg00%adlZD5Glpo$-J#I4o;qtkuFG>c+Eo8S91VmT=0bH@W
zqq+>n2=%4@1<ZSIk~KB^!25y*sF{ynI2JTw_vwKP$Te_5x@xsrtT~2SS*@|wTN~!1
z-k@*3Y`$^6XMXrj!*=00!vX6F;e_mz@kI13+0UXMt9pfthO5F=g9*gjpmn$%F-J9x
zeUKv~rc~D$z~0UFI1||@nx7!C4+#?ckZ>4`#x8P_h|%QpLkDz4qQ;0!9*IT;8sT6x
zd1&lIZf-<HVjt40q=GzXU={v4|5pFA{^NdL<#+h={VV+I{o5cz=J!Xua3kl-l|=<E
zqVhR>4Ck8&?z1YgG{Pt%xe+PCMtqU#Y^=z}*#YQ52E|%qt;;INGAaD%Ek*ESqq`+6
zMPyU*U`+V810x1kMu!AOY#tIAu{k$r%#{hb|Kq?2V!+b1RuTw(BRqn3Kk5COyx<=U
zk6^)_7BYuJ+Od=)JGU(UC>|eGp1W_%m<Igfn9k9uud2?)?0%!BtLozL<_h2w?9v$f
zw_@E(cijmtwo{Yc-;MM4E~=<1C{W(JtN&4EeoJXQ6iD?jyB?oI;v?MP^VorZ^6+!g
zfZv-`-ln|6%gIIFsEpbT5kqa({OAd<Tp4zR141BDBi0$}oC$G;VTN<5a96ZT=n~g?
zcR8OG_RII{pYa|Sj>~>3{95?m&T|2~N8_=0te!x1))KtJyEd=~Z}Dyp3}CfFDR|8~
zvzK$Z^-kzWXIL)k-GV_T4+{pX)0VKN`ArY}77T|HK@`c$@SDY8PFMnNe<C0l3|-EM
z(dmqY-EzIt5E0}7f*i7t3@&J~T7v;4ji?Ybs|qZVrNPo+S!>yB*=sp$dBdWx)WyiU
zK?7pXl2hdhBx_I#HUv9@OM`2JdxM9AZv+*=+WgZQ(`YiN1!~Us4vDhB`oXY@Z_TjC
z!(lSR;?^78ZvA)6u>5zB24ZAZ>N5-VZalba2UsPupMmaxryCrI16YlTnNWjo56cf0
z)z86CG(7vv+l6=4rFMGtZ#Rv-J2iIo%Nq_<Egemm#*wAEI^y=SIQV+prgu}H)vN&K
zF^NVToV}uW8i~R<|LmWeZ($G~_`j(t_C4SiKMqRad)$w?8HISKXQh`78B2|&&gsT^
zhPlRjRIA(%3Y*+d2nSXF6tYC3;vZ0eiYMxXv05xLP@-<9+vAjL4WP+sZzGRCqt4r{
zORS95Ww(I;;_i|OMw#0w6FhE%oTQQcfEhG963kk+(+GJUK@O@Nw`-SZ*N}6^f*IZJ
zK~hGu^Qbm3M6)kTt9GIUChPics&*ylvCU37u#|kTD`(tP4EiE6C$h}?9la!z>#F2c
z8)(s1dYB^#tY~G22>K1#7GybPbSbwQW9TIYj|&O^m_26fB>aptzBF~P{x|zd>u)KV
zJ}gg{x-_hz8v2MatF!udVE*umk;TwU6W3htI%9Y}I$KKInaezX`!q5ZjD(T3nSB#R
z)(<34m+T<}V<6f%eH@k`>J7#@yi7hvZ?3jrOAkIP={TiM<xv%=)~YtE_NoL`4_<Oq
zug>bhTTbfqN^*8CN%A0>yqML)T#~ZY%1z(}cc_sneW#>qfcxrf=1mq11x_IJI<4Fx
zsl`M3H}s6Y)|y!uZY3Ln=;TIvvurw0HNBS7OXZ0yn6_sASJCa*6*tc{T$VXn2b29;
z)bRC|fL$W<uP!KNlKm&o;cDgB7~?5`u`&K?f7TfGO?hzm^)ncy_GOC&Y%z^b9f5Z;
zJUf@n$iIvbvszLM^(<zuDr(iY-JhAWScb@w_0aic>}lQD)!w#Y6FYa^oVE=c+GekZ
z!RFC{A9HW<b>x6Vbnw(K7z`JS$-#{(usRSD7?!~-`K;u4BggTKz_YL5{WRQn|FLSa
z>df4CTqxi$M-H##vHL`UfCV{N%6~s0Q^L5z^f1>YQQ+%9XDY$XVlk>!&3YiSPbV{+
zU9Fl-j?hG8Z8O%I>ZM1xQOa(}r_p{JxJ=j|-3wKsz$MtE2QBd^d+>UKE5G)?@T`@1
zJ^tRxROK!Gs@rY@yXcdF&t!h|9zCDMk48y)v_nwu5Uo30E>RRz+84lqI)Bvhf){?B
z7(DfIGL60MzuJE_9VL;rLWdUwhmg|y9ckQ@J{mL5uY<(!!kXItb;TqxA^zS3dRS)R
zxUc^%8Vma9GX4XnW<v1BUP*<~e&~QY5O=Nzn~pq@2~!2afKxlX0A$gt=B(F#&xA&j
zwds21OLh^z9vM&$x>XVxGt1Zog~q3GDoneLMx;5-Tt*7!zLR)2LdJXCr<p6r%KYtk
z5Z$BFznVT@6sfRRQXm*O7+nwt!P2-&&ll*woIYSwmszDEY;GZYdeeK*=ww}{>0<C-
z<l*O5F7p`kZ1ZM~Ox*G|)3|b(7e39M37>w!uP>YO+Jv&G)zVoh-8OL})=m6c#`kbG
zw62l)f=%)dAS3t=i;gg%o`HTz#h3)GBDg!S4q3@DH!hbpb8xDHxqMuU&^_u`p-mjL
zO~l?~fqNWYat2PAxgsgnI39B_XTj0SoS%A?HnBg`#B?Z(<vR{j74X;3R+Z5*jmwvN
zbuo9WxG6qu_9=WpEO16Enrd3wU+!MMocW?+>cN(gIab?9e|~*uV&gyXW}B@nJbd!}
zhIOgGPcLgaFujyW^lIiy{A=2aBaShw@U>2Zjyj!gkE9*YW2D#V59u%I2lTuiTG4;`
zD(R#Citp$b{Oh58@NKG-r!Qc>z^_s&kNM_Vv_R4ml%zM#qRkpmV_oJPTJGjKwEh3~
z9NGnxN}fph)Og~Smzgihfh?ndEEVC{<ayH`NL_=s7(VbB7w4VO)9*>!xWKjmQyQ2M
z=nAm2Op8p+y{3muyG-m%b|JfpWxE2~1I!F=0e26_@_so9DPTNGXI9MKZeL<&?RKW#
zh>aGq3tU&AlXM+Au0yw3cUX5p$F)OdZph8FGt7BVb`G!CgN%ly)bx(}-A+5V*MrI5
z&tp6=N+`3~4*62~S~)9^wOWeK6rNeuYAMv6YyIF1S(hq8v1QB8{4}<_mHcWYW_r;l
zh38re&lD0p)rwllKXL#9ljAQdDlH?B4h{;@C^N6jE0|1xW*Q~L#Xmdu^S{Y=n>I1>
z1Eyz2;;Qqv-(SbwHE-KH0esk)N;3GgF*V!$?!6sPFL>b>IR9GQUsrP-+lHr}-`O+p
zX^lA?i~symO(K27ensYbhFthDXfwI?K*P_oHnt6}@3BWXi95l!2rA)+visyd`9?*v
z;+nEdx%K9ys#9H3FH~R1+Nd#T-qzltJ*ZRbF6%qQ`wf1>E@PGPs_7~74D%P3$E^jn
znB8Q*V!z@5SIE(rzOu#aH=SYUCD(k{-`!_Cw|n06*7>r0GyUWJ=K|${zXZ33bfI77
zH0AswyeIed$bUwk8&>xJ;A;Ih*E|3HE6@G4Yb0DR<a_el^Y`7nViW&=U9_JuLNXl;
z$WZ|yIc8wQ%Y!TxsskHRg(jmEU=q?=7-MWGfI<VG14bwoQY@xeHgFWMeBd3xih+56
zl@zN6CIQYEcoJ|XEt8~pg65n83?eP$1d*O%VBid3In)_~e1dww97q=d>L~^Wb^=z=
z{7Q;da91vrSp%qtZ*yrqxo8}`b1s@hu^ttn2$VSksHYf!dn0h!P#%4UJo*lKG(V5t
zn@>-T&WBc?A%AchT9*&4Ch2idTRv)`Y0|oUXx&ag(z+P5%trrq48bzED@I!sgLhs7
zSV^&p;!K)<3UD}W?{M1Q;q)B}X^RRWhhPAnQV8GJ04wOXl@v$7a|@xiqwq#rpg9=o
z6a#QqF}!~fAgQ^Swz`;7uNdBn<W#_2#ZV8yDyY90)k6K`&mGPKoQz1BCR#%hs8~X&
zQ9|!6ffk(stbn^ppoX1*RTRh3l1V62N~v8+pIb)TQbyZShMZ7O8FEn!z|+g%DuVyx
zXwF2MuBYjl6qArsPFq(_TUSn7R{=RTKs`k#Jf#A;C<dTR1@ziczzD@cip3PiQH;ae
zR-j3=d?QUaQ*5E%l76hDTvtiCu9DVYN$anK`X>Q~XgWf%km5L~p%T@=(<`C=HGmW0
z{VU-qp9411oMwtG6qA4>s7#HZGBtwAR24jT5}=-<ljgW6l6F<m=T_0@R?+8Hp;G!S
zX;&3IeGOoo;v|~iNYhR5ZdGU+O}EgJGXTe-I>;Xf=`(;cDJB8O)BYMy`)fREfmV#C
zeL8_k$^<GY6VOB`IRQ-p4xfPPDUy3@pw6R!GoXA8<?tGMZ=CW&obp4QmWk6caatyh
zX3_j~$yUHx&^bo|$=~L#1>V~UNNT91HPk{INtr1W>nS!;Y@v99mOll$tB&4PNAIcw
zDt!(Zr&v$1k>)o+8|zRr;6&PrN%RdT!5hAVrl1K>athFvV4PwdaQ+nf#3?}4&w*b_
z`FcvjdRjvRZOc@eKb2B=D*bjU&2NOa+6hR$ZKQN)q;zNmI*^=n8A699TC$01wkDd>
zOnax9_D(aEre-Ql&Cmk`YbeGkP6pX&hIb+9sT3P2Hc@P*IGtjGVhhC?^sXeNr_&yv
zPJ4VheZvG$wFpWOE}cQSbOxpB3`(ULK&3N)ahh(VI1TQdNz2cq<!93JGimvml&Ujn
z`I*2`1RE(%gL-B`8G<zw;}l7MC24I*T3eFVmZY^MX~`t5ElGJhNoz~OJ5NH#L4rEb
zNjf^5qR%}=^~@<Wou&x|5DMdqH~u#J1L-l6q6nYTX$HyAwoIBGlFtoE^T4sYGHC(n
z(DRwJ4BZM(ViD$8s7H-mG|fX=hx2J#p!uU{T1NBhXj)FwGijP^jpXpcOd6vAb9*Mu
zAPuu6lV*qHb3@WRcyfC)X#shdo=jSXe#v}9)5;<5rXtT}_tUg`NWO-o*^@M_BhO{u
zqG<!9MfL-lHV!FoqVJzhn}_7v=)D(d+CiU{uG2ZBjC)8r@L%0s30xFM)}Iq$K!tFq
zS%M|52iMTeC4+bjGXpeXW?-fV@rbc!rh(C62Bv#Jk|@lq!CTQ7gI7dNM5FS>1Xpx*
zHEX;OT#Ts1D8?M?v1-&9Z_QTsI2>Nz{=WTfc7Gq(-BqvNd-ba7U+-0wKP{I37MqS@
z(gGfn_UvM_XBYiGUFbef>`%2?X|pN6fCd`@UO)n+)ncW~ibx={+KQ|;f;L$#pvY_x
z135tx{|i$z&JeX$vz?((0JA_jR3bq@6!VDzQnMM@nA#{{BPr5WLK?-L7ASF$$s{yn
zzTHgNa!4D+C`QHcXa|!LXIVOhHUQj47|BAyHU(JoUTPk!Gv7qfq>VHJlLgR_Ri_16
z1PulQTnW^9d163VjDR##WN86p6GM+?<=8ld9D-x!SU6=cr{|P$d$PB=SvZ&2d(7PB
zS`H1r7LF0VZ5$(iIe#mEH-8U&cJO!dH$#ua+<8VrP7_3a0ZakTM)=?`O~S7dmReYj
zGENaok+Ir~*f#;`CYA$0ikV}8Yb*d`6v5W|uW5>gl5S2dEHQKJ9Xu4IVesp!4`ug4
z2uwwF<YHh-%G?+RzqXFHQEZNcUlM*x;M)i_Jg*Owuyz1_lAEG|y!p@qGuw|jtUT3W
zF$%TB!}qhA7(Ja@o>x;H+eb_fF!%8lvihfRn15}T_b>FGtDX6fO2IOc%^4xp#PZNj
zv@&sq`AbHEwPY|`pAx>+u<kszZ(Y~{klW1mS}7~ZXzPkYf^CsIf1br9*$t;;HzcxH
z6od#+!RvxF!3g-4KyCt#2-6EpJEf3=xs}kuN-=)ib<<`nwCnjl>=k>ico5JIzX2|C
zz)8dz@Rf&Gcx8I!ou1qtyc%b~K1kZb<8sknh>wS-tAr;Ma*#<Lq6iP@xt+s!TtSTn
z$wDH#P=eQnR0PA78S|@#bB<zBNwWPrlKDkIcYOk1qyEORS7xjnWZ89k=MTHJ%W9my
zix4MoG~(oL<oWUsE*$pF;-Tk~|Mcn>=ly(Nq-TenTpl!sK>d*39(<jkhrcIgfj+`Q
z(r6zfkRgfudqH1h(wg!uk*rTcV-b`o@b(XP7eHTASV-CoCc+FIU>;pc*hr9N*PBfg
z^duCJNs*8~JtYZ993ny3pK*P9!VGgSP;9&;UNY{tFu}39YrDBZ4&O1KgE(gM91hOD
z<0ewWU4m~KdO+Xzb6mGyK2wn~{4dknj-NVIQ8~ZO=SI-VrYRf4K3iBqEk3kgzdreD
zh|qrBpJNVCwpLg5__K*}H0V`m$gziqef~bJYENB#TJ{y|QDZ#s<g|QY>30ji&OY_v
zgMPb4o+@=5ke$7G_FUt-Kg>NM{bEFDdiwf)%zqWjeQH?v(5`K}KDAGty|!|<aq7O>
z7`x5ylfk?`laS2s)8qQ>&}3xyt$3`Bdiw-AZ$G(ADviEbXL#!(wJfme)&6hIm9{KM
zYH3c4legIKUM~L9(J!%2d`8{=kuiT8&>-CV-uZ)x6WZ>)muRfIiXUw}e!S()p9Cw~
zdCs%5!nW>Hf81PbM3a*thW5fIj2GZPyZ+dmi?v_wjz73!{;bCSjoO?=T@8k77sT-)
z+8=q%HDo~@BZJ%Q6b)1)U23&WagV9@Gh-Twgu4m`c1oHGVML{g!XlF;A8297G#N;s
zf#DC0Lt<Rq5h^vv#H1-$CWem%QkhJVg)8KdV5lKXG7NODgGJ#mBp!`HhCM-{M1sb|
zqEE8_{S9~-hL4NE^@4XIqr{HjtsbA%dT;mZIp(ys&Hnx2*znI<Z+nf8`}tDUV=teU
zZ+<s!NArc-v$n3<J9E(Ar{(%mlcydj4t#VV_jcH(+=)vCkD~N`xsKq*;w2|SbE8i*
z1qf#(>|F9my)xs{wc(*#a+XaWu+m()HzVzX$@S|KPCWFAI$keX@eGCqE(|C6t$bHF
z@~cY~58ghp@z&<Dhr);Nk0>6vF=FVsdH&?=$B{F+3&$<jH~Q69+}i%<fbGX}mQC^0
zD-Nvv_;h@^FtptkC8!kEzT*}2UV!ZSogn4O9t&3ZnsXnE;y-Adz51M>Xl3{`V!;;|
zy^EJ`IGCqT8S(y-(3tAb*>mn2J%9hpSN9=)o8gnd3*_wfTYg%0b-;tv+!?bQQ)g8T
zx)w0${~w4qqeGBEF2x})H^bdh?-#c8|77Be9rv?N9&xOC2GVokD9mIay@|M5zh!<^
zTGg3)zlo+ZqH=we2ikn}*IA2FPhm+*F131$TD4{E)NxntJv1oP4c->yr?m;2qP))C
zunyVOGkcOSUR{0^SGR1BOlk9Oncpz+*FRRYe8055JQPduH6O43l$*0|-(SV6lWvu7
z$X$Obl>Bktrl~7;eVvw4Fg|M9qisAc|2cpzob+JXn;)4zKmK-6gnnR%9Ay8`z`%nv
z?;dt@$g2}JR~E;6M%-T5{_VD<7w6W#{ylXl-D}mSr{|syT-?b2(Q8nS#|70#X&)aO
zliHe?^UHwdeS?Qb4T?Fs;=4Vg(=N9arj`7-7g^W4;%Ir>@aZ-8-VaA30`DIRxO(=}
zOFC&$YE<NO#OYZNpVw;mJT8yttLr)Imr=%`Q$7@@O|dvA?mraWB}gpVCAuR>9Gc*c
z?oRF-|8^tLR7CC)8c|wWDlUP76ciL2tcB4wvdBuAXsfL(T9YMZ>VTUgG0>L*4Vfp7
zWN<Cc#N`Z@6VZ`KvP)0A+>~#kVTG6+$jk&qfmpbgQ<@AmD+NvHv?GTwn~biVR!I!%
zjd(Hg9{xO?7WGH`n2e{tXbeFWz^O-DEvPTj%heS<G^DZ6YB8cANH9a;2LyJi@3Mh&
zmwUgU{H2rVqy7ed+SGX)cI7PlE+;3b$GARO2axuk!fxGfXs6d$>&AzP()v$tsm1@&
zp4PmRj__!GHxzyCuE*Hr-owU!cu&54)P(jet42>6GOq8KjDA#NNy4?Q5+JOJIE;;b
z2|U!@_dl|e5S2(HWM}rpmVL>ReJ6t%#x{0Y%AS2o$(~(y*^8_pgdUNQh@>nfRJ8E_
zjOuyvJm2U4duCoAb3f;vd+xdCo_pryoSAtG6dcYUQ8>+Y#<;5GTB^q#g1r8&U>$VK
z2fbit{&oJUQ)iB^hD3*Y{jgB|8SR&BjrLZX$Jd#e=7;zK7$^gCYN*{su^tv7w%m+(
z_BNu#_m^p_y7C`KqP0?AqV8uqF}9P(WRFy((14BTnx9{!x|~E7ZrbBpH5#_v%FWL8
zY%NKdZ(Yt>QF_kbJn3<S>VqgrszW??gS1R~k|;97^RML>T%^`9P4$USnVoanSouJ4
zl!~!19=Vv#NU7Bo-}16QH-#<CiZh+Yclp>Mj{bKuT5zgWHoF2c<!Mc7;Ok@gt6%yH
zL#XQ!*JieSKdDAq0UuIDcFDm)=&sUci1LZSPtc3e9lhbjr39+E#@c0fb_+jxIs9>6
zWgU5NZi<qG;~TeLM`Z&ZgF`!H6+8nf$EMX|idB4<>ZX*E#)qC=zQil9*~)h;L6DsH
zMtyiVWzo269-V_>LbPancmW-syP8FXTFDKCwtVQPxd=L=+e+8guS<4t4>?$<!cKnv
zgE2`6-pr;S-K&N;SxVo>W(Ml3uhkSPHh36f!2h202n@nc-JNIhz^xo?XvW&{gk7%0
zkjz_H)5gr`RBB9rVKYTX#jy!%sI;f(<7GW48<cC#QAO!`!DDMPQLXWa)B5FdsVc(V
zkaUUxd8+df^pSX&p|x2h(^Hy4NomW<kjALzDvmQ^WNA>5qX9N`XHXgij~(Uh%dG`&
z+oell3W`#MLw!WpPnt?Tx@TVcG}wUA7&2c97NauNb12ZfDKs7|ntfKI(om`PMqDQp
z7IHp5R*%hD04Hoho^DoTXt$F4Aq@^=jkyix8uUA}fHXR6UPSIus+UpxI3~m>j~TKS
zu7mY{$etvk&k$gSk8tgvh<uds8GcMk`<|!~!=ZBNqlB@0XG5=Fg((svkE$tYM{I~T
zYtYtZQyP$yyIbEGmAgO@#(s>$l%JA{HmuXtbEreQyfP^pmd|=~I+BYS_zF^*fvDL{
z9hT1{nx3c`=b@&UO)Wn)iUqapPzOHx=-YJV9D0~2-9rsJZYooy?_wA=(F#4(nH+S>
z^TaCx>q^qOBOyUKb?IZ-Wv;z2?lZ<Ki489nk(Z(8-V8^~b8;yA3h>1o3Q}9UY@VWL
zJPjNa7I(jk%b!--93~Mt<rbd@hIB>B+u`;XxP0DqixtG;`8~ynYM<!Zc^a>5JX!48
zNH4Dvz4*a#e#!gwX{#efL7AL^TNSg7jYqicrB3Ixdc1wJQ*@MOwe9lmqt{Iyx&lEW
z^RI|6-S0+yN4dQjF+J%mg)DVnRrun)b?x}+wdEI7;CY|dt$&ncof~b}*9mSrvp#de
zi|An?xn%7@TrS6)w*UCvr*|RDF{vV>lf8Y<ewb`Ru1!F3gzWa?Q|pr<C4(^)JIMUo
zxs1~6AE**yc1DQ|qb1bCT)0ZQOi2FA#~zCMxHlgQtARId<ACL}tw3S3OHW|He74yY
z3R%+J`Yu{29Qb;hfoPcRdPAbJ<oHd_1a}XA3F*Yc#6bHGT;CtI5v?rjoCcUOmqh$2
ztI&qap&~Ac-PL_XQg+4TkqKPswe1L8$Jg$Zy-V_}(~aFQLVU_J#e~0Bw&g;I<lPn?
z0uAhS!qvSmL*ucZqGsG-$KFn}BVS~fT(OACNMPle%CtN#kRN@UGCn@>)MrM=(1~{s
zP{u`??;)4fvmH_dHzpyLdF``YI@JNI679Gk3ES5Xl4soxV}nu{OPNeA=0IJ#RR?2=
zce2W+#5F!oJ+beKcHu61g_yl{2rsS8vRZOB-fY+J&Zmb>3v`adx0oWgPPrw+*80Ak
zQ2MCyk#it<{Jvwif_83og{)_!1#{wkKdeC2;+hf5Bzw`3R^V&v^-M0S4TACAJ2XNH
zXOaI4yBrET0MY$->~a+%(aV`&@8AWXmundSe>6!q^b-1BI2R)j9P&Ge`98+=Um)g4
z45`-{YwrmnVQ#AcqK$E+(I6NJo7_b0#|;z#+>kK70UT|R7!(Ts4a6J{0S5jXh&cp;
z{wY>Lfp`gIE(Sp%_XU6;U@#H{O#feS%mF23W&Z>$hyDUAH-~}D0nGqap_U*N$Q+J9
zgHRBRB?tlmnZpop5O4uEaF96?i2_04z^6zc02|N%At1nofc~e8#J@inh6E&m;UEMY
z3Lvl}KqxR81V>>&a3~5yngI!*vje(-0Bmp&0u2Mfkr)sfjQ}B0C=dz?@BzG}SJHSm
z91TJMknW^Dk}M3syDu9Jvjicbfc^l)I|vEr{-c2gmIttq^!_yz4gkReogf7G$6BB$
z2ndP<+Q2=jjRsU9tr3m^XfVkBbTAAO1VbWzs7UG~sRWpiqzXwsAR90e3;|dP4I$YM
zvu`|-;Q$Q)$v_JY{$Xm8x&O2c1PyQkvswNHEDwnM4Om_Q>xm<|7f3>0K~YIrS>#{6
z_7^U^qPh}k00{>k@F68*lFI;Y2$1#tJOS5Mcf}Jy`vCBIKRow05c>TS1CWhD``!Yy
zfMEtiRdppTtQ$z;7a;rrl=<IX4E$4d^ZiBW{kA9)x;@dx5%hm!#KX}CAmK0T4Z4Pb
znOis6Ws4(er=>H_(+VXi%|DJj|CRiKm0qDu5)aL8+oz1yA~OnjU7b{{^c5>-`ti62
zdylgPv3%YIg;(>W9LepDM5_3So~>nBh+7w%D*GJx#6r89)+KLwSc7#wC}SSH94-2^
zcDg%dsojb0o-R%8_OM3SpzZ9Q0)r#pn1=qDJY<+v`EI3S$o8{F(ZW*HLOopOc+bSx
zp_ftV<|<ySSKC-~MZC!*@?ID6O{S;#=f1MM{BCMuzGU<^Q(T6gwyw<PAL`y5U*e$m
zJeI-AP*1ye4{z``B|OJK6|X^*9*u7wQ-}5BcQiygzv%GW_^Nzpg7a<&kGF&8ePn=%
z6ypWx*Jz?xS3vBI@9NqZ)!3U4&v2_oJxwp~iGn6XQSD9J56gObnqINpb7P;R#;ttw
zzkOdJv))tofv(fh!*RU$uHrmhH*M$HkBx(}K@^5#&HpQ8LNLGY(|>lpA2H4j>*_^v
zJx>sn<OqQG=>Kv`k~acQXh1Y{CD;<}aKMTC!9nT(?FUeL31wHHi{NVim!pZP9f)A)
z-<2cHq>Xg}M$3B;u+D$RZ6L^M;;{R2U@#!y{)oO9Fydb#HvIn+u_1uY@;>&)1UoMW
z;E)4B|KB1u6p18F0O<5HVgvU;#0KIH6gYlB{6hbShz)QZSnsdRFoyzRgk;ixe<Bb_
zAZq<}kzyP2xATWOU^;?_r<bAw)?@$O>o2n#6M!H6^(6cv&`bQVuL@vN(#n1h6eN9s
z4gSqTes02_JMQ6)BW*6Q8`z(dA%N}peZTk33OEaCnR>r397bB_e~K1x1hB_I1oHIq
zz+qkJFJ)C)OeZ`?vR+1k_i{^=eSz;+u<`4~T9XBE(O6a7>Bk34qy0_<_=~SwWVt71
z2YT$<nD(?h$c&p=ZEoqYF}!0^A<6GO@gcUaduVYdQgQS9=ROIhNZ=QSzsA0v`7qgC
zGMhNE`=$Qe?%Qw6uXn$>ZMp?{jJ5`PPqj)*`TKm!fQQ$gavBy-%t<az*-O6aTbWzI
zGBd_hk7<$ee~K_(A4yaldEt_=_I_xxJt5~iXz5Vmq^RtNM*X^h`p||$<%Ns&YrW^E
z<Q>J&)DImYUdUVsue6foVmjiB@#KIQ#EH3lDP4<KXbD#^P}AxSh8Ia?I}E0&PI-xu
zYh1b1gyn;jzW-uPtyjXgHS?HWx5!uGb53pH3sWh4;Jd^E`$I%kwoqbWFd^w{gzTpL
z0OpFP@0A9D%bUx2JEjbd2|*Mr#0#^nj`unO2vY%=g<hHr%L$*OybfGY#x>_Z`l?OC
zN0iLYRxWNvXQHZl;SF|-#qHDIYG<N{O4jNpiC>3kw%zLZXI|@Bb)qhnPQHt>R@=a}
z<1zy<{z*Z%nxyd5BO%Px;_F?(qU&dB$u=U_T&JX6BduQ;?~L*|od_|OSx@p9NUqPi
zT25x_KPA9>?AfVMoOJ(%ruF`W6^xq4XTo513{5w6YIvQ@c+&2Re#&_#7sbnOZ6pK^
zpU>h)E$|wK#!YQ(GJyLB^@Vl>2-#Pj%zM}R-Jfyq={Wh$I`zZx+aIO9>mRv(E@03@
zpH`k-D+<neBh#nR?03O@jeK`^03E!d7-lgSaRm<mWFSF?PCHbW{8MzPweK}g3KNXm
z$ZQ{YE{K1T1n)k%Bp9XeaZa%Yp(18Y&bcOX{W;_HS;w-AAvY#_14@FkL)wT<*6)UP
zEOV{Q=uA6CA8oj?7?_Stii~}wC)AhcpPx#3IsZI9XW=7cU5AZW!MkMO7hK37lgl~7
zx@GSfob9<xK4=lt=D%^IR0dB|nQN$*66Rf@+@>}Y^<1}za=P^vLjdtR>!m9dQ>PTB
z38O6q6r<kEn5vKRILk9u$^E9?X_Vr<N9f`#zKFlN)2tmKBiRsGT-GPv=ExP3K9bWR
zR}0-c)yq9~_mI2oeYeIJX&UVH5TiPp<LL#bFFLUD1x?*6U{PAUdsic1y1%f$q4V7*
zkgDfP#Tsf(yK&}?E2p{JML09p3%s2SP9&VP?{Ua$j<g@fPse_jaZbEN<h$d6x$Yt=
zRQ-ap>TKFh?48VrqmL@&Rnk1;c9*P`788$Gp4{o7&F%>^-%0F;w}jl|?{v)3q?LVB
z<J35D^et|1RXd&{`R0_+_4m~eDKXmLK#|6hb=<i-4w_irs4VOSQ0?W>;h;QK`?s9p
zLMhW)`UH){^tVsn9+C7hE#Mp|d-TDgx|6j)Ci%D;eS$E!hvDXzkwnF_;S{Gb9YdW7
zip>tD)hJ313l7s00-qST)TAGKC0lEw2?DIp3qlIpWPga~Dr3bt9Sa0P@v7#~@XZu&
zT~uS1vfbpS-RB90$tdkOt@lG$?k7?`YN1&v1j|z$J;%>>6he(ZgS4N()22lTu=Q5Q
zK~*L_SM+pskuS*B?l<KfHP)Y<cKd9XE&5(^fi|<E0v*{mBYlqYnMzv&{$eUq{LnD^
z)REMCSL>Ikm&}g|myU%tXCs@2UYbn^*xGoDaa-MF&_53RD6)Q3iA7SL`|MiRQbgVz
z*veNQzP#+?i!~REt}O)Jn!Sj~9PFD}*>ko0z<JjgQrou1-ka30TOj%+0QwO2fjvB{
z|4k@)L*#hqr>5=q+{-y~RHh<(cifnsMoaI>4u*IsN-_B{!A`BKBwMCeoKk<X>0_fg
zY?HsDw%L5n-)CpWBFO>snTqF@*EUE=@6&F$rU|dDhPoQ?pXYnZVo*(0p|sG$K)M&u
z*aYcUms9ey9i$j}DmNW6&$TiqcNMp?+xoA)iSrPMeqf_emFcziAin7jZr8V++~2-f
zdP+pgloZjGRNAn)E<K~as|Rh6Np#qT?anUu6GXP@Wxig|LBw_OjgeDtY-N2#wVoam
zYrfS#Ur}*f?NvxVCIq9X+iRv`d?JRQ(XdDGvAMX{!{s&37;(l1tK2zg-R1H;K9=Y8
z8xJ7Kh_NKF0eit*W2yA@{3)HmH!W6kAo8&$&hr`R+D2T27RY;D+W{R!Txgu|@u^KS
z#XCiLMhvShjl8ptf@g=MD<EtaPL##y<~Ake-pg%LpgZCgtJ`&=gN7dRT>Md^**6eR
z$Cj4SW+hKOIk;R=GUWNpU>cZ5)WkaMJgeII7^R%+@}dxGN{4jbx<D_+iNNd1uaykA
zSE6w{Y0UN?Lzqzlp$l4vWWgs3=EscHMHfHXY(14w-GTSq9)t8dQfbSpsf#Q~nkpVP
zn9sXYXn5*|JH=wTgV$2&?z^*ej~e;u9$i6G=vb>19Cjh-OeXc3fcyGHCHw5DXQ+kl
zi9fmE_a@bzO%64XJIYba<2?s}>lCP``+(3I%nghqD~q*st>t`86sk`-<GuVqcNM;>
zD{Q=&uyUH#0FUI>yb@YBkqBq?Bjbg}1iMEl>v=n|m#p8-tB^fP&Cv-`Pij`^9qUw_
zKpgucZ#+d;?kb-lo1r^>9(H0Qs`gRy!z6_;5xY33T~&S50JDk;$7GVhj$x0`gW&oi
zNFsM3hBl3lBFUKH?II-8C|$|^9{X8!b~D2)h5Cuk@8Ly_O1Cm0+?qxVCnehk^g|b!
z{3EQcig&`5^@0f)*{U(|?s~@4)vRLO@IC>WCt2q?((tA@teKI>5j%s9`ieYhQ9Www
zsnSt0QLS7QpH{Be8VetJT7mkZ8qw4D--zDAkZ}@RUTYfm8fMwhYPwp=P?*0?_~?P4
z5P4WBZ~f6o<3>NJ=MmxkA}hH(%<pTJRg{V~0|$=Mh{&QVXZ>+Nn6gpl7?d`*#wU7e
zV(>AobA&Quu{-oUt*GI&fqM+7=C(4kYn(czk%S^|4Pc}sl|jMo!x?4fW#}GeldUmE
z_p~;WOc70+InDd(dJ!7zB_}A%9W*}PW%*E7XO<*y-GHY{)lj6Q##9D(z}2}!a68TZ
z4N)B)fvwQ$s19ja4$9Z1*Hx?&44Fa}8#Z)QI6@W=FNP%3Qx<0lhjm<|#4BE->>W)2
z#dnBmQHLyUrztOOKVmVFkPDJH4oQt6?_UZvtgtx|_mZXZf%V|(hr^)=S`peRa;ymB
zP2r0xCOy_^PcE(u4x+l2iyXKbne}?HB5~LJ&zkfJhdwyAOmCaQ5C2Zhb26q997A_Y
zJ1T*RP{4O<&+tx6@STWzDR=vm+fFqqM5)+1#pNFjIX1s>X-cs4OmTuCnXF{saO2ob
zho~5^As=LtUVU9L;+ecySS@?1Iy=m}!luSKuljD@qXinmeZH_kN3o-#moi>L)8C$N
z)=Xw|GfhY=w;5~}?d}uV9cX^^q5mbcM34HWsgbEg>i9r6H+!?Fli-njgE{D;;W0zP
ztqqj87PgU33mdm4$XK`$UC$ww++)C<4ADtVG4)S<!j;2<)X?ddaN$4QIPMk`0#nyN
zGJK}Sw!tEPh~C4g#`ONUp0^8o33EDRyDGEf{!O#AQm31xxCYR9y1+gcq1$o8%R|@v
zg^dCK#`7{34=F5+<UM7`@ZVOMK3SIrUbbU%z45VM)f16LF*oM9&29c%RPhUD%wL{2
z?0t15G*+9=Ol9Y_&aE;c;2rCxW1?MYxM+o^45RDL5vH2{<tUA^uF`q7L-q_VL-+Bm
zv(o&XrVXI5A;%$BQQs_V9d|p1P{Vw-1%uS*W6F$B67Lb%X&ybcZSs(X*-sAC(<ef6
zL-r&Ul@hnb<3KpQnU4E%IbZ6Av`(H02OGSg)=<?<<cPmr{f4#wln%FCzXPt(7-RT4
z$Mjl<v)Z)|lPQ+M_vxk?k7Vk&PS?HRy2T-At8bjCnldu$h*p;4$Sh{h6%9oi4I1WF
z01@SSWsO-`MddsjIWFgul`Q$IKY9)=Im(~BE=I*JKS^I#$UO!`iXd0A4s4#wvtC}0
zcJKQj9-B~MxpaX7vH_C~g5}|o^_E@AdxaIFMiCCY1&s72WplUZ*@7v~Plr^G8rg@i
zPZci*3v08`){Uhur=WWW3&um?;iX88n&(%jv9uxzCxB1^213QIh+-NLDy)SSPXM6;
z3xo<<TT>j5rjdw*ma$w~MP943)m89RsSR^4%d1cAp-KYN`LT9h?vzxgp`o?1*N?qo
zVas|{DY#&llS}LG3CF2!J-y+hBp^;PC!JAS_u9B58_^<}SiJgp$MOkNwq>?zimBzP
zap+l<*nsg=r=$?Qcj^^VCl+{-tF<3Kf2~SkpRc-EeMn|fYh76TL@T3!6wk$UZu~r@
zN`JYww(j-IC4xgr-v^olgUVjChkst6d;99^yN1m3JN>S1793KO@#|l{@Xc*0>}Cto
zSE_U<1%KM`mW-}HYyK?w;j1Sf+YWbaZK_sPr$grC%w^ABVfCS(2|!Lfex|a=w#IVO
z*@fwkTbTl1O5B~>Q*RvIBM;0v{Z_I<$KxA*gzNk1IvCl-{E)BEWPRhLxO0)iY6*(L
zMb$@`UdFjx2pCtZCKAqJ<<cA!Tk`nJQeI4df0@Oavs~Dhf5h|2;ECJUqrXXAqY&5N
z2^>awpNa0EA4LwVXfZH4+$}meEiZ7LuzA7Z#!KBfvMur*&K6wUcA1&Xx9uiJrOx%K
zf_J76SJw|TdsmmoYW)qq?=*j=dmB<-ut(z+txufoFrVAQwevr&R0XY_vUp)D!g2LD
z+eeKzu~!*ie(B@X%AHbhxianSYoMikl5Nku`goCpCMQ&gAu_L%O<Db-`!~$gRkh+2
z*KzslMZuKE@J69FFUosQ`WHEh-`JG=F7RrWIKBFbo){pO`kJCkqbAQ!AU$T-KFjV^
zu%qxLrfew@BMioP*ys6G@_T`cHfb^DWi!20yN^Cm$Cq8fGgy9q^O{`+tz7ViedxGD
za`D1!o?AW5HQk$A6s$o;mKO{47V84fIk3+vpb9{2K@WNa&o`uvyqy#1sdr0^>~2zy
z74ply+n_m$x#TK#qtopTZ<YNPRaktf6is(?8TswLik+*}xi7YS%Wfu3h<pfpdm`dH
z!L>C<@0r>M_ws4oD|7*QcN--$;L`vAfNrHA5B;;=1bN@C=rSh0FEa2mAys_7@0+@a
z4=8P~C=TU*ewu%AvVv$>{*{>R+P8f#Z|Ui-hep(jxR=uu^sT$ys|Lc?SI074Qj`Qg
zW$8&_!!upw<ZWdNpjRJ2R{bB|$Crb3ee*LLEaw&Ty;C{Hzn50rf9+ZIZU`SagAIFX
zV-?Vn23a)ejAYXtdN(9!sd{dK!}k^s!Ef!GxY*>)$lU&^8SYj&wk8Hg@DsH!=c1Xs
zdqwXo+QznzZhXhz;$L#f8rfMBl$tp8Slvfp*ynIO;-QCDjq^%hg-G|N9(TssRdIYK
z-K2hsL&0snY3jDBB_|ykFJ?)hlpD0WMmnys)@<B%0jO8UlGBGqcb=WUv>d6@OX-!t
z8{Tb6n9je;o8sy_b2D_0x%(8fCK0w!ZyE<yxvL319$~S2LF~cGs_E(=)8#IqI<c-B
z{TTy${G6uoNvSeVWe4HVw6ychah+QjxSB*n*QV%2i?X!aTk=811xFgPBx)UYIx$y9
z)HxdpE*J5}oCykHFX(Fzw>a)_Nf+8Vw9GQ~eBoVr0zSy*kKkr*y;dRjT)xf%*^JxI
zmwFN{U+E-Sxf-9QeNeliixBQsi7TkoFRX}_>0(@Ulf|yCxt};UX{LTuk)^P^1ZN$?
z%jVf)7y<I=VV=@TRk#p*cfuUM0{45nX>>FG-XP~^8X2cm%7!PztRc#e_*ve0*4w?6
zRsGH`m+G>)Ze-Anx;>A&Jhm;bQ{DRHi^I-S>P9s~+f=q*XZcmT5UYz?v#0rW#dw;A
z_zvH~C2%m>G%N~dWG^;m=MLb_YdpqNLJuRY(hm>u9%kxfYl)?5m}3@fG5N4ZHb4Ki
z<$vWN4^(bcJ&4|JKQhOP`XHd7;zO{->8UFG$|mji1NlFYgn<Xv)zb~@fpfL>Bc+8T
zbVzM45GkcjN=JHmc-wmYpm~B&Kw3)==SlSTu*G@)OiTk=uAeO^P#W1EqyixoMt(Fg
zAfV>(qlp0R=Sl&oDsZ4~uumn;XmY{E5oh~Tin<Hd9tYGKekMD$a9&s_P)mXT$*to-
zwAIIXfy^azlvDuyahHHh|Nbb2pRbBPU)3%57o>%=BVhMyLZloS0)r5T!$D{`L>vPp
zB^a?bo*)VRUxv{EW(QLEz@h*n0HrF@kOPUf1EmHHf}JN&HzDx=q7;eVB*XnK%JV>u
z?!Z{mOrF2Y{3FMwi1orc6YUR-fdaz+%<CxvDLbI53KHDiBXc9OBg2z<kvWlp$RK3m
zWN_dKA`=5H-~FffZye%ewq!&y7a?GGJ&1PRwm3ip!3(gQm>bsHnJ5N9AV3yBC~kIm
zaZkLsE6z*IndpnPC*Z_wi7pmGz*sG!of6gy2NG10gn}V3FdU440I6UwSOg3e0D}bp
zmVE^YMA!d=@2>*LB@Y~)9w@BA=t+WpJU~bU0w@gOLHjfa6b%MSVf$Sm*B`Xs_>jM7
z5GV=>2V9Nx_(cN)gHeB{0sSPGJje%wkP`3*Xh1d?4D8rJ8XN@yJo5kz3MG})4$=^C
z4EpanqhKhYPIizF1%r}K$^m%@1PTM>iVx6GFgQ^5J4i!g;NXAKAfz(E-^QZR|Kx-H
zT|WpE3Ij@O2gX965De^}G!#(JJHQ7<V-P^S?*I)L3kK?T2WS8v5(OL=(&N`20emp%
z-}p%L0>yy8@j=nZzu5}V83F&tyg=&zA2b*k@TkAZLxYk3&;<?o-8Z~EumoqE2mO8t
zZodi$Bb`Seg6RR3aG)mo<3^w0k0ZITgt`*QTpA6xMc81l7#LtXC>A&+V7x5?g-4>1
zFen^?M9E4cA$TMfgNMTKc1S1!hquGRY#~?_3~Psgg5emL?0(?#^ul_0?Vk_8i(xPf
MJwLzl1r_@L2NjjX=Kufz

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-reg.xml
new file mode 100644
index 00000000..f68b8383
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-reg.xml
@@ -0,0 +1,253 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-003-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='92' subinstr-id='2'/>
+         <instruction instr-id='100'/>
+         <instruction instr-id='100' subinstr-id='2'/>
+         <instruction instr-id='100' subinstr-id='4'/>
+         <instruction instr-id='100' subinstr-id='6'/>
+         <instruction instr-id='100' subinstr-id='8'/>
+         <instruction instr-id='100' subinstr-id='10'/>
+         <instruction instr-id='100' subinstr-id='12'/>
+         <instruction instr-id='100' subinstr-id='14'/>
+         <instruction instr-id='100' subinstr-id='16'/>
+         <instruction instr-id='100' subinstr-id='18'/>
+         <instruction instr-id='106'/>
+         <instruction instr-id='127'/>
+         <instruction instr-id='127' subinstr-id='2'/>
+         <instruction instr-id='127' subinstr-id='4'/>
+         <instruction instr-id='127' subinstr-id='6'/>
+         <instruction instr-id='127' subinstr-id='8'/>
+         <instruction instr-id='127' subinstr-id='10'/>
+         <instruction instr-id='127' subinstr-id='12'/>
+         <instruction instr-id='127' subinstr-id='14'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='133' subinstr-id='4'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='154' subinstr-id='2'/>
+         <instruction instr-id='154' subinstr-id='4'/>
+         <instruction instr-id='154' subinstr-id='6'/>
+         <instruction instr-id='154' subinstr-id='8'/>
+         <instruction instr-id='154' subinstr-id='10'/>
+         <instruction instr-id='154' subinstr-id='12'/>
+         <instruction instr-id='154' subinstr-id='14'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='4'/>
+         <instruction instr-id='160' subinstr-id='6'/>
+         <instruction instr-id='160' subinstr-id='8'/>
+         <instruction instr-id='160' subinstr-id='10'/>
+         <instruction instr-id='160' subinstr-id='14'/>
+         <instruction instr-id='160' subinstr-id='16'/>
+         <instruction instr-id='160' subinstr-id='20'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='175'/>
+         <bounding-box x1='92' y1='564' x2='519' y2='651'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='1'>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='12'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='348' subinstr-id='2'/>
+         <instruction instr-id='348' subinstr-id='4'/>
+         <instruction instr-id='348' subinstr-id='6'/>
+         <instruction instr-id='348' subinstr-id='8'/>
+         <instruction instr-id='348' subinstr-id='10'/>
+         <instruction instr-id='348' subinstr-id='12'/>
+         <instruction instr-id='376'/>
+         <instruction instr-id='376' subinstr-id='2'/>
+         <instruction instr-id='376' subinstr-id='4'/>
+         <instruction instr-id='376' subinstr-id='6'/>
+         <instruction instr-id='376' subinstr-id='8'/>
+         <instruction instr-id='376' subinstr-id='10'/>
+         <instruction instr-id='376' subinstr-id='12'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='404' subinstr-id='2'/>
+         <instruction instr-id='404' subinstr-id='4'/>
+         <instruction instr-id='404' subinstr-id='6'/>
+         <instruction instr-id='404' subinstr-id='8'/>
+         <instruction instr-id='404' subinstr-id='10'/>
+         <instruction instr-id='404' subinstr-id='12'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='457'/>
+         <instruction instr-id='457' subinstr-id='4'/>
+         <bounding-box x1='92' y1='407' x2='519' y2='529'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='1'>
+         <instruction instr-id='519'/>
+         <instruction instr-id='519' subinstr-id='2'/>
+         <instruction instr-id='519' subinstr-id='4'/>
+         <instruction instr-id='519' subinstr-id='6'/>
+         <instruction instr-id='523'/>
+         <instruction instr-id='523' subinstr-id='2'/>
+         <instruction instr-id='529'/>
+         <instruction instr-id='529' subinstr-id='2'/>
+         <instruction instr-id='529' subinstr-id='4'/>
+         <instruction instr-id='529' subinstr-id='6'/>
+         <instruction instr-id='529' subinstr-id='8'/>
+         <instruction instr-id='534'/>
+         <instruction instr-id='534' subinstr-id='2'/>
+         <instruction instr-id='534' subinstr-id='4'/>
+         <instruction instr-id='539'/>
+         <instruction instr-id='545'/>
+         <instruction instr-id='553'/>
+         <instruction instr-id='553' subinstr-id='2'/>
+         <instruction instr-id='558'/>
+         <instruction instr-id='558' subinstr-id='2'/>
+         <instruction instr-id='558' subinstr-id='4'/>
+         <instruction instr-id='563'/>
+         <instruction instr-id='563' subinstr-id='2'/>
+         <instruction instr-id='568'/>
+         <instruction instr-id='573'/>
+         <instruction instr-id='573' subinstr-id='2'/>
+         <instruction instr-id='573' subinstr-id='4'/>
+         <instruction instr-id='573' subinstr-id='6'/>
+         <instruction instr-id='573' subinstr-id='8'/>
+         <instruction instr-id='580'/>
+         <instruction instr-id='585'/>
+         <instruction instr-id='585' subinstr-id='2'/>
+         <instruction instr-id='585' subinstr-id='4'/>
+         <instruction instr-id='585' subinstr-id='6'/>
+         <instruction instr-id='585' subinstr-id='8'/>
+         <instruction instr-id='585' subinstr-id='12'/>
+         <instruction instr-id='585' subinstr-id='14'/>
+         <instruction instr-id='585' subinstr-id='16'/>
+         <instruction instr-id='585' subinstr-id='18'/>
+         <instruction instr-id='590'/>
+         <instruction instr-id='590' subinstr-id='2'/>
+         <instruction instr-id='595'/>
+         <instruction instr-id='595' subinstr-id='2'/>
+         <instruction instr-id='595' subinstr-id='4'/>
+         <instruction instr-id='600'/>
+         <instruction instr-id='600' subinstr-id='2'/>
+         <instruction instr-id='600' subinstr-id='4'/>
+         <instruction instr-id='606'/>
+         <instruction instr-id='614'/>
+         <instruction instr-id='614' subinstr-id='2'/>
+         <instruction instr-id='614' subinstr-id='4'/>
+         <instruction instr-id='614' subinstr-id='6'/>
+         <instruction instr-id='619'/>
+         <instruction instr-id='619' subinstr-id='2'/>
+         <instruction instr-id='624'/>
+         <instruction instr-id='624' subinstr-id='2'/>
+         <instruction instr-id='624' subinstr-id='4'/>
+         <instruction instr-id='624' subinstr-id='6'/>
+         <instruction instr-id='624' subinstr-id='8'/>
+         <instruction instr-id='629'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='639'/>
+         <instruction instr-id='639' subinstr-id='2'/>
+         <instruction instr-id='646'/>
+         <instruction instr-id='646' subinstr-id='2'/>
+         <instruction instr-id='646' subinstr-id='4'/>
+         <instruction instr-id='646' subinstr-id='6'/>
+         <instruction instr-id='673'/>
+         <instruction instr-id='673' subinstr-id='2'/>
+         <instruction instr-id='673' subinstr-id='4'/>
+         <instruction instr-id='679'/>
+         <instruction instr-id='683'/>
+         <instruction instr-id='689'/>
+         <instruction instr-id='695'/>
+         <instruction instr-id='695' subinstr-id='2'/>
+         <instruction instr-id='695' subinstr-id='4'/>
+         <instruction instr-id='695' subinstr-id='6'/>
+         <instruction instr-id='701'/>
+         <instruction instr-id='705'/>
+         <instruction instr-id='705' subinstr-id='2'/>
+         <instruction instr-id='728'/>
+         <instruction instr-id='728' subinstr-id='2'/>
+         <instruction instr-id='728' subinstr-id='4'/>
+         <instruction instr-id='728' subinstr-id='6'/>
+         <instruction instr-id='734'/>
+         <instruction instr-id='740'/>
+         <instruction instr-id='746'/>
+         <instruction instr-id='746' subinstr-id='2'/>
+         <instruction instr-id='752'/>
+         <instruction instr-id='752' subinstr-id='2'/>
+         <instruction instr-id='752' subinstr-id='4'/>
+         <instruction instr-id='758'/>
+         <instruction instr-id='758' subinstr-id='2'/>
+         <instruction instr-id='758' subinstr-id='4'/>
+         <instruction instr-id='758' subinstr-id='6'/>
+         <instruction instr-id='758' subinstr-id='8'/>
+         <instruction instr-id='764'/>
+         <instruction instr-id='764' subinstr-id='2'/>
+         <instruction instr-id='764' subinstr-id='4'/>
+         <instruction instr-id='764' subinstr-id='6'/>
+         <instruction instr-id='768'/>
+         <instruction instr-id='768' subinstr-id='2'/>
+         <instruction instr-id='791'/>
+         <instruction instr-id='791' subinstr-id='2'/>
+         <instruction instr-id='791' subinstr-id='4'/>
+         <instruction instr-id='797'/>
+         <instruction instr-id='801'/>
+         <instruction instr-id='807'/>
+         <instruction instr-id='807' subinstr-id='2'/>
+         <instruction instr-id='813'/>
+         <instruction instr-id='813' subinstr-id='2'/>
+         <instruction instr-id='818'/>
+         <instruction instr-id='818' subinstr-id='2'/>
+         <instruction instr-id='823'/>
+         <instruction instr-id='823' subinstr-id='2'/>
+         <instruction instr-id='826'/>
+         <instruction instr-id='834'/>
+         <instruction instr-id='834' subinstr-id='2'/>
+         <bounding-box x1='92' y1='77' x2='489' y2='373'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-str.xml
new file mode 100644
index 00000000..ea1a77be
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003-str.xml
@@ -0,0 +1,565 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-003-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="238" x2="337" y1="641" y2="651"/>
+                <content>All companies analysed</content>
+                <instruction instr-id="92" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="383" x2="519" y1="630" y2="651"/>
+                <content>FTSE Eurotop 100 companies
+analysed</content>
+                <instruction instr-id="100" subinstr-id="0"/>
+                <instruction instr-id="100" subinstr-id="2"/>
+                <instruction instr-id="100" subinstr-id="4"/>
+                <instruction instr-id="100" subinstr-id="6"/>
+                <instruction instr-id="100" subinstr-id="8"/>
+                <instruction instr-id="100" subinstr-id="10"/>
+                <instruction instr-id="100" subinstr-id="12"/>
+                <instruction instr-id="100" subinstr-id="14"/>
+                <instruction instr-id="100" subinstr-id="16"/>
+                <instruction instr-id="100" subinstr-id="18"/>
+                <instruction instr-id="106" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="92" x2="228" y1="608" y2="629"/>
+                <content>Number of member states in
+the analysis</content>
+                <instruction instr-id="127" subinstr-id="0"/>
+                <instruction instr-id="127" subinstr-id="2"/>
+                <instruction instr-id="127" subinstr-id="4"/>
+                <instruction instr-id="127" subinstr-id="6"/>
+                <instruction instr-id="127" subinstr-id="8"/>
+                <instruction instr-id="127" subinstr-id="10"/>
+                <instruction instr-id="127" subinstr-id="12"/>
+                <instruction instr-id="127" subinstr-id="14"/>
+                <instruction instr-id="133" subinstr-id="0"/>
+                <instruction instr-id="133" subinstr-id="2"/>
+                <instruction instr-id="133" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="238" x2="249" y1="619" y2="629"/>
+                <content>21</content>
+                <instruction instr-id="137" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="383" x2="389" y1="619" y2="629"/>
+                <content>8</content>
+                <instruction instr-id="137" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="92" x2="228" y1="564" y2="607"/>
+                <content>Number of member states
+where one or more of the
+financial companies applied the
+amendment</content>
+                <instruction instr-id="154" subinstr-id="0"/>
+                <instruction instr-id="154" subinstr-id="2"/>
+                <instruction instr-id="154" subinstr-id="4"/>
+                <instruction instr-id="154" subinstr-id="6"/>
+                <instruction instr-id="154" subinstr-id="8"/>
+                <instruction instr-id="154" subinstr-id="10"/>
+                <instruction instr-id="154" subinstr-id="12"/>
+                <instruction instr-id="154" subinstr-id="14"/>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="4"/>
+                <instruction instr-id="160" subinstr-id="6"/>
+                <instruction instr-id="160" subinstr-id="8"/>
+                <instruction instr-id="160" subinstr-id="10"/>
+                <instruction instr-id="160" subinstr-id="14"/>
+                <instruction instr-id="160" subinstr-id="16"/>
+                <instruction instr-id="160" subinstr-id="20"/>
+                <instruction instr-id="166" subinstr-id="-1"/>
+                <instruction instr-id="171" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="238" x2="249" y1="596" y2="607"/>
+                <content>11</content>
+                <instruction instr-id="175" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="383" x2="389" y1="596" y2="607"/>
+                <content>3</content>
+                <instruction instr-id="175" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="209" x2="279" y1="497" y2="529"/>
+                <content>Number of
+financial
+companies</content>
+                <instruction instr-id="222" subinstr-id="0"/>
+                <instruction instr-id="222" subinstr-id="2"/>
+                <instruction instr-id="222" subinstr-id="6"/>
+                <instruction instr-id="226" subinstr-id="0"/>
+                <instruction instr-id="226" subinstr-id="2"/>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="289" x2="359" y1="497" y2="529"/>
+                <content>Pct of all
+companies
+analysed</content>
+                <instruction instr-id="236" subinstr-id="0"/>
+                <instruction instr-id="236" subinstr-id="2"/>
+                <instruction instr-id="236" subinstr-id="4"/>
+                <instruction instr-id="242" subinstr-id="0"/>
+                <instruction instr-id="242" subinstr-id="2"/>
+                <instruction instr-id="242" subinstr-id="4"/>
+                <instruction instr-id="247" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="369" x2="439" y1="475" y2="529"/>
+                <content>Number of
+financial
+companies on
+FTSE Eurotop
+100</content>
+                <instruction instr-id="251" subinstr-id="0"/>
+                <instruction instr-id="251" subinstr-id="2"/>
+                <instruction instr-id="251" subinstr-id="4"/>
+                <instruction instr-id="257" subinstr-id="-1"/>
+                <instruction instr-id="263" subinstr-id="0"/>
+                <instruction instr-id="263" subinstr-id="2"/>
+                <instruction instr-id="268" subinstr-id="0"/>
+                <instruction instr-id="268" subinstr-id="2"/>
+                <instruction instr-id="268" subinstr-id="4"/>
+                <instruction instr-id="268" subinstr-id="6"/>
+                <instruction instr-id="268" subinstr-id="8"/>
+                <instruction instr-id="274" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="449" x2="519" y1="497" y2="529"/>
+                <content>Pct of FTSE
+Eurotop 100
+companies</content>
+                <instruction instr-id="278" subinstr-id="0"/>
+                <instruction instr-id="278" subinstr-id="4"/>
+                <instruction instr-id="278" subinstr-id="6"/>
+                <instruction instr-id="278" subinstr-id="8"/>
+                <instruction instr-id="283" subinstr-id="0"/>
+                <instruction instr-id="283" subinstr-id="2"/>
+                <instruction instr-id="283" subinstr-id="4"/>
+                <instruction instr-id="288" subinstr-id="0"/>
+                <instruction instr-id="288" subinstr-id="2"/>
+                <instruction instr-id="288" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="92" x2="168" y1="464" y2="474"/>
+                <content>0 reclassifications</content>
+                <instruction instr-id="320" subinstr-id="0"/>
+                <instruction instr-id="320" subinstr-id="2"/>
+                <instruction instr-id="320" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="209" x2="220" y1="464" y2="474"/>
+                <content>52</content>
+                <instruction instr-id="320" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="289" x2="308" y1="464" y2="474"/>
+                <content>52%</content>
+                <instruction instr-id="320" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="369" x2="380" y1="464" y2="474"/>
+                <content>14</content>
+                <instruction instr-id="320" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="449" x2="468" y1="464" y2="474"/>
+                <content>64%</content>
+                <instruction instr-id="320" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="92" x2="164" y1="452" y2="463"/>
+                <content>1 reclassification</content>
+                <instruction instr-id="348" subinstr-id="0"/>
+                <instruction instr-id="348" subinstr-id="2"/>
+                <instruction instr-id="348" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="209" x2="220" y1="452" y2="463"/>
+                <content>28</content>
+                <instruction instr-id="348" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="289" x2="308" y1="452" y2="463"/>
+                <content>28%</content>
+                <instruction instr-id="348" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="369" x2="375" y1="452" y2="463"/>
+                <content>4</content>
+                <instruction instr-id="348" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="449" x2="468" y1="452" y2="463"/>
+                <content>18%</content>
+                <instruction instr-id="348" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="92" x2="168" y1="441" y2="451"/>
+                <content>2 reclassifications</content>
+                <instruction instr-id="376" subinstr-id="0"/>
+                <instruction instr-id="376" subinstr-id="2"/>
+                <instruction instr-id="376" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="209" x2="220" y1="441" y2="451"/>
+                <content>11</content>
+                <instruction instr-id="376" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="289" x2="308" y1="441" y2="451"/>
+                <content>11%</content>
+                <instruction instr-id="376" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="369" x2="375" y1="441" y2="451"/>
+                <content>2</content>
+                <instruction instr-id="376" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="449" x2="462" y1="441" y2="451"/>
+                <content>9%</content>
+                <instruction instr-id="376" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="92" x2="168" y1="430" y2="440"/>
+                <content>3 reclassifications</content>
+                <instruction instr-id="404" subinstr-id="0"/>
+                <instruction instr-id="404" subinstr-id="2"/>
+                <instruction instr-id="404" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="209" x2="215" y1="430" y2="440"/>
+                <content>8</content>
+                <instruction instr-id="404" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="289" x2="302" y1="430" y2="440"/>
+                <content>8%</content>
+                <instruction instr-id="404" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="369" x2="375" y1="430" y2="440"/>
+                <content>2</content>
+                <instruction instr-id="404" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="449" x2="462" y1="430" y2="440"/>
+                <content>9%</content>
+                <instruction instr-id="404" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="92" x2="168" y1="418" y2="429"/>
+                <content>4 reclassifications</content>
+                <instruction instr-id="430" subinstr-id="0"/>
+                <instruction instr-id="430" subinstr-id="2"/>
+                <instruction instr-id="430" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="209" x2="215" y1="418" y2="429"/>
+                <content>1</content>
+                <instruction instr-id="430" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="289" x2="302" y1="418" y2="429"/>
+                <content>1%</content>
+                <instruction instr-id="430" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="369" x2="375" y1="418" y2="429"/>
+                <content>0</content>
+                <instruction instr-id="430" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="449" x2="462" y1="418" y2="429"/>
+                <content>0%</content>
+                <instruction instr-id="430" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="92" x2="113" y1="407" y2="417"/>
+                <content>Total</content>
+                <instruction instr-id="457" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="209" x2="226" y1="407" y2="417"/>
+                <content>100</content>
+                <instruction instr-id="457" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="369" x2="380" y1="407" y2="417"/>
+                <content>22</content>
+                <instruction instr-id="457" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="164" x2="229" y1="308" y2="373"/>
+                <content>Reclassification
+from Fair value
+through profit
+and loss to
+loans and
+receivables</content>
+                <instruction instr-id="519" subinstr-id="0"/>
+                <instruction instr-id="519" subinstr-id="2"/>
+                <instruction instr-id="519" subinstr-id="4"/>
+                <instruction instr-id="519" subinstr-id="6"/>
+                <instruction instr-id="523" subinstr-id="0"/>
+                <instruction instr-id="523" subinstr-id="2"/>
+                <instruction instr-id="529" subinstr-id="0"/>
+                <instruction instr-id="529" subinstr-id="2"/>
+                <instruction instr-id="529" subinstr-id="4"/>
+                <instruction instr-id="529" subinstr-id="6"/>
+                <instruction instr-id="529" subinstr-id="8"/>
+                <instruction instr-id="534" subinstr-id="0"/>
+                <instruction instr-id="534" subinstr-id="2"/>
+                <instruction instr-id="534" subinstr-id="4"/>
+                <instruction instr-id="539" subinstr-id="-1"/>
+                <instruction instr-id="545" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="239" x2="304" y1="319" y2="373"/>
+                <content>Reclassification
+from Available
+for Sale to
+loans and
+receivables</content>
+                <instruction instr-id="553" subinstr-id="0"/>
+                <instruction instr-id="553" subinstr-id="2"/>
+                <instruction instr-id="558" subinstr-id="0"/>
+                <instruction instr-id="558" subinstr-id="2"/>
+                <instruction instr-id="558" subinstr-id="4"/>
+                <instruction instr-id="563" subinstr-id="0"/>
+                <instruction instr-id="563" subinstr-id="2"/>
+                <instruction instr-id="568" subinstr-id="-1"/>
+                <instruction instr-id="573" subinstr-id="0"/>
+                <instruction instr-id="573" subinstr-id="2"/>
+                <instruction instr-id="573" subinstr-id="4"/>
+                <instruction instr-id="573" subinstr-id="6"/>
+                <instruction instr-id="573" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="314" x2="379" y1="308" y2="373"/>
+                <content>Reclassification
+from Fair value
+through profit
+and loss to
+Available for
+sale</content>
+                <instruction instr-id="580" subinstr-id="-1"/>
+                <instruction instr-id="585" subinstr-id="0"/>
+                <instruction instr-id="585" subinstr-id="2"/>
+                <instruction instr-id="585" subinstr-id="4"/>
+                <instruction instr-id="585" subinstr-id="6"/>
+                <instruction instr-id="585" subinstr-id="8"/>
+                <instruction instr-id="585" subinstr-id="12"/>
+                <instruction instr-id="585" subinstr-id="14"/>
+                <instruction instr-id="585" subinstr-id="16"/>
+                <instruction instr-id="585" subinstr-id="18"/>
+                <instruction instr-id="590" subinstr-id="0"/>
+                <instruction instr-id="590" subinstr-id="2"/>
+                <instruction instr-id="595" subinstr-id="0"/>
+                <instruction instr-id="595" subinstr-id="2"/>
+                <instruction instr-id="595" subinstr-id="4"/>
+                <instruction instr-id="600" subinstr-id="0"/>
+                <instruction instr-id="600" subinstr-id="2"/>
+                <instruction instr-id="600" subinstr-id="4"/>
+                <instruction instr-id="606" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="389" x2="454" y1="308" y2="373"/>
+                <content>Reclassification
+from Fair value
+through profit
+and loss to
+Held to
+Maturity</content>
+                <instruction instr-id="614" subinstr-id="0"/>
+                <instruction instr-id="614" subinstr-id="2"/>
+                <instruction instr-id="614" subinstr-id="4"/>
+                <instruction instr-id="614" subinstr-id="6"/>
+                <instruction instr-id="619" subinstr-id="0"/>
+                <instruction instr-id="619" subinstr-id="2"/>
+                <instruction instr-id="624" subinstr-id="0"/>
+                <instruction instr-id="624" subinstr-id="2"/>
+                <instruction instr-id="624" subinstr-id="4"/>
+                <instruction instr-id="624" subinstr-id="6"/>
+                <instruction instr-id="624" subinstr-id="8"/>
+                <instruction instr-id="629" subinstr-id="-1"/>
+                <instruction instr-id="634" subinstr-id="0"/>
+                <instruction instr-id="639" subinstr-id="0"/>
+                <instruction instr-id="639" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="464" x2="485" y1="362" y2="373"/>
+                <content>Total</content>
+                <instruction instr-id="646" subinstr-id="0"/>
+                <instruction instr-id="646" subinstr-id="2"/>
+                <instruction instr-id="646" subinstr-id="4"/>
+                <instruction instr-id="646" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="92" x2="154" y1="231" y2="296"/>
+                <content>Number of
+financial
+companies
+who applied
+the option for
+this category</content>
+                <instruction instr-id="673" subinstr-id="0"/>
+                <instruction instr-id="673" subinstr-id="2"/>
+                <instruction instr-id="673" subinstr-id="4"/>
+                <instruction instr-id="679" subinstr-id="-1"/>
+                <instruction instr-id="683" subinstr-id="-1"/>
+                <instruction instr-id="689" subinstr-id="0"/>
+                <instruction instr-id="695" subinstr-id="0"/>
+                <instruction instr-id="695" subinstr-id="2"/>
+                <instruction instr-id="695" subinstr-id="4"/>
+                <instruction instr-id="695" subinstr-id="6"/>
+                <instruction instr-id="701" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="164" x2="175" y1="285" y2="296"/>
+                <content>27</content>
+                <instruction instr-id="705" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="239" x2="250" y1="285" y2="296"/>
+                <content>16</content>
+                <instruction instr-id="705" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="314" x2="325" y1="285" y2="296"/>
+                <content>23</content>
+                <instruction instr-id="705" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="389" x2="400" y1="285" y2="296"/>
+                <content>15</content>
+                <instruction instr-id="705" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="464" x2="475" y1="285" y2="296"/>
+                <content>81</content>
+                <instruction instr-id="705" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="92" x2="154" y1="154" y2="230"/>
+                <content>Percentage of
+all financial
+companies
+analysed who
+applied the
+option for this
+category</content>
+                <instruction instr-id="728" subinstr-id="0"/>
+                <instruction instr-id="728" subinstr-id="2"/>
+                <instruction instr-id="728" subinstr-id="4"/>
+                <instruction instr-id="728" subinstr-id="6"/>
+                <instruction instr-id="734" subinstr-id="-1"/>
+                <instruction instr-id="740" subinstr-id="-1"/>
+                <instruction instr-id="746" subinstr-id="0"/>
+                <instruction instr-id="746" subinstr-id="2"/>
+                <instruction instr-id="752" subinstr-id="0"/>
+                <instruction instr-id="752" subinstr-id="2"/>
+                <instruction instr-id="752" subinstr-id="4"/>
+                <instruction instr-id="758" subinstr-id="0"/>
+                <instruction instr-id="758" subinstr-id="2"/>
+                <instruction instr-id="758" subinstr-id="4"/>
+                <instruction instr-id="758" subinstr-id="6"/>
+                <instruction instr-id="758" subinstr-id="8"/>
+                <instruction instr-id="764" subinstr-id="0"/>
+                <instruction instr-id="764" subinstr-id="2"/>
+                <instruction instr-id="764" subinstr-id="4"/>
+                <instruction instr-id="764" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="164" x2="183" y1="219" y2="230"/>
+                <content>33%</content>
+                <instruction instr-id="768" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="239" x2="258" y1="219" y2="230"/>
+                <content>20%</content>
+                <instruction instr-id="768" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="314" x2="333" y1="219" y2="230"/>
+                <content>28%</content>
+                <instruction instr-id="768" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="389" x2="408" y1="219" y2="230"/>
+                <content>19%</content>
+                <instruction instr-id="768" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="464" x2="489" y1="219" y2="230"/>
+                <content>100%</content>
+                <instruction instr-id="768" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="92" x2="154" y1="77" y2="153"/>
+                <content>Number of
+financial
+companies
+where the
+disclosure
+requirements
+were stricter</content>
+                <instruction instr-id="791" subinstr-id="0"/>
+                <instruction instr-id="791" subinstr-id="2"/>
+                <instruction instr-id="791" subinstr-id="4"/>
+                <instruction instr-id="797" subinstr-id="-1"/>
+                <instruction instr-id="801" subinstr-id="-1"/>
+                <instruction instr-id="807" subinstr-id="0"/>
+                <instruction instr-id="807" subinstr-id="2"/>
+                <instruction instr-id="813" subinstr-id="0"/>
+                <instruction instr-id="813" subinstr-id="2"/>
+                <instruction instr-id="818" subinstr-id="0"/>
+                <instruction instr-id="818" subinstr-id="2"/>
+                <instruction instr-id="823" subinstr-id="0"/>
+                <instruction instr-id="823" subinstr-id="2"/>
+                <instruction instr-id="826" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="164" x2="169" y1="142" y2="153"/>
+                <content>8</content>
+                <instruction instr-id="834" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="239" x2="245" y1="142" y2="153"/>
+                <content>3</content>
+                <instruction instr-id="834" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="314" x2="320" y1="142" y2="153"/>
+                <content>6</content>
+                <instruction instr-id="834" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="389" x2="395" y1="142" y2="153"/>
+                <content>2</content>
+                <instruction instr-id="834" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="464" x2="475" y1="142" y2="153"/>
+                <content>19</content>
+                <instruction instr-id="834" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..dc3fe8b58d02c1ab573a8ce1c1a1079aacac4e99
GIT binary patch
literal 51627
zcmc%w1ymi&7BvcQAh;&DLvV+UdvJFP?iSo70fGk)?(R--C%C)22AALjeS7DgbM2h}
zzuy~gyz!b*bk!<bwbrcauGzII6h*}uSQy!mDYmx9r;!oZNSI0Nj6RU?@iEC-+L{_V
zT6&tAkgzbxlCZOI06CcyNI00pNZ2^J*x8umL2^})oSm74Ns>gHgp-wngoP8RD<FVu
zYHI>&1)1b;E@T9EM^iI!Pe33t0`ngi3kS*X7>VsaW!%hMf0c1?{<n+;$ie*=85axd
zUuA56=>y2l`4<^0kmWD!v2p?bQjQJC@mCoq*I#sIXJcmnZ(TUpxq<&J<7DCbOM9H0
zK<57{$HL6Y_22rjurV|LcU@L)Ajlp6X;W5icIN-?myMI1<*zbM&cBR<8SLJFw&(0<
zXlZTgh>QRNiV6rLBtQ-(MMqOt5FFUJS(udV?3_tJ!zNK?lCm|kBLR5>92M2(6XReP
z<K|!%6Jp^8vWbf^3yE^DiivOng@riSM43g{1o(u6fFdHo+?*n;oFd$yp$RjKuyeDs
za*8uEvxtkba|nO|hT!CE=;-_pBrzi+P*8{|h$AEXH{6gBfM6v+Pz2-I)YjbDf`pru
zN!-%f+0>Cq+}hCDRMgbi&cu{SiiCw3$fQET$}J$^<m_l_XamCOl97P{nwfz?f*HW?
z<PfRoGyE4#94-`QauRq15f&)_w@`wy7!SlSFemT=C{M_R`1;kdXj^E<Us12DZJF7u
z+%2(tS_4=hb0U&`H}AYjM&WvR0gy<5YCp7XWCYM0`J<;lX3M`+l{0lVG%<8GBmsE_
zWH&`ab5kc0mfvwz4|`K45m27Bo%z2e8ptz$j8eqW&R*EgT^ocO5)P1OIk|zlpavXG
zZJqyULB!718I*F;2Em9#88q&H+<rGt0>%PZ_}gJ5Ea2q;lma&ox`E~%iLx%pxy~TN
zkuWpKnVMJ{{-rZzQzttYM`Kebkj>vK7=17`b_T_yY?w*F6N^MyK!8ca&f3mV#oo}^
z6qF;P!b}1}+wTl<kZvH6swy+d@6JFm77~`<Kmt`$bhI;8F?H5v0xeohs;2JFpjJVq
z5z%E5b9a_d0c!=SECFf{_*-!S(8cuIU|<XW%Ua;3|A7e=7b9n|K~)`HOn(;yD<Ep>
zWb9~Z?`-Et0{n;3WeuI2MJx;*L8>q_X;_*#TR3S0*};bU#~&wXWE`wuHCfr&eh07|
z$i_^<2AY`QJ3GkC?Cik*qW~@s4j>1Dmpc+RHn4d(nAu3!*?=IYvXgLvmPR&CZW1;i
z=kGEcpk;>@G_`@?Wrc(dv><YEv6FCca*}WYL8U+?LA`_Of?Hw-jR~B?Ou`LbIRE31
zof(`4*9YtSXK6N8Q0pK>fOElP0CKW`raLGON`vEEpq{~UHg1rNmF0I2tlS(VtQ_pW
zHTs<g(t#6XF>vqT_W!fr|DF16OLowxLE(4Lx=g}`PNraYF-eGuh)4_3iG$W0YfEzr
zXE{|_@C`K09sh6}E09Ud7BtT-ZOuXMvlX&+vixWIpKkvbKEPdo@S)8l1zLzey?`Eo
zzX7WI=W`9L|9>nh92~&ESyleElt_krij%QhW=85id&c0ChRWMF<&V@Q7C|igZnj=c
z#MiH>(-VnZxL>azsN|YrZ4pLNFRQ$hDLAR8g9Ul`TJ*m2{cUmpR&{To#S4oW@vya0
z0wj6dk?cFo{-O(9k>S^Q-yewCPPU=uwf5uo8c{-d?bRKMvyOp~wV%Q@lXl*^De8?T
zTy&>axcMb-2wP;bZPH2@0__Wtn62Cu@rKmu$&vUJ&9>78;@lQplAlH{(zJ2?;A1yd
z?DIw7gnegMc1hjszDxDSqY2YOyCgE$@<M2|91m-&u8A7>|7hYSeNS>dyd~Mz*g7s+
zwnMV}d3^E;=f$n+6IzvD@nn&;E!*vT8PZE99vMepIg~g{Alp+YP+>{`9Ygd_IU0QI
zJ4MBWSgKZM-MSa#7Isyyx+ng6W53$mj53;7n!C>qsW7y%97yo`Z_pKGrzlJhSDdUc
zmEUbF*H@r0m@=A8=S8tAJ5Z{P><<P3MU18xi=FdwL)o54;{}g5ZgK#GRRv`H@h0&E
z4KvaBLm0obKBoqx$&roeZ!9fJb@7obIT3s%%grS;rMsRIB1oL~SQB(vPvu9hxgunb
zmVGtN?hwd`gE~ukpZYq3bChVb%J$(fFt(OT{$R#rOpUK2Sw+8L7VA)#Q+2_Jn7fum
zgB@wPK6$C{3V+9`$5f$F&-eQ-WMv(_yiq`=tHJx9Dh&&HH+|7zCuPM7MpO1|2U*Wd
zG;%ApDp;lCjfLKO9_(E|%)c>Z%Q&hiV@Wz7&nrAwUTjqn?ziGh&F5zj06F+a>q(`s
z#>mo`GljT9Lo&m1ugGcJuh$&V*U$KDS&C%k61`%}U#@Xa8ZXS(ba2^PThu%l%`;>8
zvQVE9m;r8c98Z7q4Ep^v_z!5abF%#pXa~e8L`^fJ^`8C0aH@?qdR!lS{YrA!7wQOq
z>#GgAjbd!YR2JrX#<%p^wGwEx_%|IRsRyn4OB%{jbM94Btl7S-Cqf8w-&fSU^3%+3
zBF*y5s_Ekb?^smNL^eoBuGB_x_jH67HjRhiQ8zJP>Cy7-+$~n%4-&ke6zyhK7aV9<
z-$pMdJg_Jql!f*+MkOmp&XBDBz?zoeDiutHLzyMmJx^O_?I<%=7skLn<LBVd>Lq;k
zqsc!3514K9@y-cP{;SMoBjp?dfh1l0?rb<Gmb$-}SRMeC?Xg54c&O#>vfOz@YhtLk
zH_s*Cw2YQ>WcV_tb!@BtrRGq^1$m>sk-~oYPW%<eSvNkzGp?^C{pB;QAFhSXU^LHE
z|3{n_7NRU_#qc8qZUdM-K)^6^M9lr0&uZMC=l5(+izxT$$niLF0>hO)hI<5^Hx_>@
z?W=gZ-m}5Tu#@s_qk3SW7b}mrz;y}v1j4odJU<<Vpu)?88)=m&2C*PfRumX=y-6rP
z7r9#7e<th@_rjW;WY5UrD}ERXk0gODIq(MF7#jWPTOYk$h%mmHwNf*rQ}MNFxoW7T
zHkKWedFOPx)(^ZsFHO3zsrY(c)^$aud^^RRJ>B)a@qxRyq&_=oN_yU7q-~=(w~v&k
z10Q<qKM5182C1P&`$-<N!zbsHGr;M+-9GHdUEBX|cphKHh|=CKk1rGwx6dr@Tu6~h
zw7J=B+^mXRJ55B?-ecY_=qHl4Q3-$o(ED+t{~ZLu&)olnAS>7Zf}pBg*fKL(+k?h_
zH3@dvq4CwGmF3NZ2#sn(KI}Zcf0&?fO#aon8##AmOrJJn=uR@{*+B&POa4Yr!>izR
zL#`NUoZawVpT0VZ=en%CtB%l6*0Df@K}eAeQ9px>jk{k?=fZ>Y4d;99Wo-Nj@j_`e
zU6W08birZ7M1xgu^K@kDF)m}*!Y$q(3OHu=Q%QZ_vIl?ZO4bY^qeg4Ebhm&Uo;gz>
z7YX_DW(4j8as-GNDM=|zGT~)4u5|de8aGI`XsFENo%w+(0v?XW7s)SHK$`-yJEx@%
zGs?avnF3W3_bi%5oEdVe!8V_*?2_I_i={xCd?RU_7po;c==u?!rq90Ga0V|BEaUBE
zuL{@QOm4A|xW+o$oCr`o8m`hM(WBrn)6B(_dPvfu!(QXTF&9^iYP#9&J843QJ@ZUR
z&>oj6|2!LGTr#rSg9<4_ZN_W3YE0(U=Nf+ZhJm3J0+ncN+kORm)kaop_#zAVUG@u4
z0TM1Ez~Hc&V9vA$W&YT7b(NB<%&K}z%Lr{P9$KB{V9GqAR}MiMWg(dU&^8ApX#oKy
zBGn~!C1T^P8`=FJHgVhDt0=8Rq8w+>EeA9{-Pe&F!>tJ;Z{R-s<cV6~j||+hVu_2-
z8$FnD^IA@O@aPg(AM(rA+8Qa++CGLaTza47KL3-<ULKimwT_^yhswURd|172*$Wl=
z7u|Qj(;GUqzk?U}73n|V#mdR@zu*<y`Jsmd?cLcg1SaTPG~USENvrI{jJ9~9gnZvX
z6U0?vpN<q!&iZBwG_y};Ny!plB&o%r5UdtvXhga;7>Ie7^s7h)s(uRJ{36OCG?ElY
zkU0AGYLny3JIIm9B|oh<)zHTHqs`h9E=4TwK1@=r^LwJo0tH?9;Q(-(AwPcduBjtn
z`2WmX$i~6345xTnX>-IKN=Iqioz9l<Zq*y#{^k70<D;{XO+^!(iyW;aAG}W*u!Ph@
zlffOK(^td!GR6O}iqieT0jFzYnCIfH>{^e`n81nh(z492_j&_2)`klH6E+`{=Z<GL
z%_{ZWj*3uX+jtm`J4f-?ZpDFE+O3Au%j`u;P`HeyZ>UVMf~C?Pwi#*>Z0wFmoVc%R
zWem?4ei(aXZ_06#F0TR0JxaSrwcAeTln5#9T(mqNuBVG1E--pR!}zW{T7MKev3xm1
z%4sT;*EC!@oYUNO{8?uEbW_0i<5=P|1R!Auo8a&K2HukVhu_%P|86VypD$g%mxZ9S
zXG|xW0oc+h3(&f-*ml*pUw`#A$X&_-PZBHP>6UO&NgYL*WdV=h({!}ezaa8U9t2Q`
z2UbYR@p~m8QH0Z_Q%0ENYDy(Vd_p?1QCO8cp3Y)n;+=9smIHa}!<xKmFcz+I*z=dw
zTO3S_FDm_)ebi8)nS4Y_o+N}ZTp7(8Li8)Q{+LdJSqr+A{RfTfZN%d~l@q9avFItV
zwzB?qmI3<#S_Sk7y(%4B<EPwMb;7Xwzf>@Q6vwBynf2UbVgpM}I&D4Eu0q`uC(5Q;
zjH{NT`8=&ns_VC|IXokbvj=_oO0<D6Td=iH$^teucbMa6Ey*mr2DK`Xo;H~9qWhCH
z7*VbkbRx@<*PjY)fNs3%Cy9jI8TE*GuJ)_*mSegyCCsBQPO8*38g7=<dGK086H!wM
zf^E2(8o-)t#pZsk+Q?K^b1p0wt?nkc;xd)U!V|yXHuTE{9<|e~l3K`)xYSc+wA&T=
zmm@~jr8s0aY)*y8X&PHen;6^oK^(=ew*mwG6NWs$D6E7q1wXZ}V7H<7dr!R8$M2YS
zxqv4iS{r+!W|U3m%6kxHLPmIbg#&OAAXfi7B>X{Af%bZT?CIIr{?`K{E>6xajTtTI
z>=A+ZL|XhAfKN<Ur-oUan4mr5KU|HB*@=l(^87HiKwq_-Cyi>AZMu6s!g{8-Zt6FK
z?7NLkL{_|R5?6IELFq_p;>#pwTUJNoH>`socj&grPm#G?a63Jdo}5j%9m7GCvCD`Q
z;8lJGjKu5eL);j&m|<>GL2(g<x0BCuBI+jlwb2qy-)`QTqhK=>b-<I4EnHL{kQ7QW
zf=adxjf@n7!*p;9d%^nTbh_*RMdoeA8|ct?v9~j*R8zs0Z^K0<v(RwnufD1p#thZD
zn#tvO{p=QHzVx$*Z)b>zw3&7ddzouc36(Pp{*qqZ<Hn)U2O!if3NX!GW+zGlO28JN
zTo1;FPxV>LLCC;;5`DFEveiOF$907Pi@?rRe4EA$lo`ZEjdr@T19(EA&1N~Ii6Ykd
zQPJxr70?AyhfiuyqW@TGSIZkwQ!{#KSVd*w!$bH*E@J7npXwknDdAq&AMNTMjwCUZ
zpCj{F6E&_dP$*VP*sPX1>B_cIS%rVJq-x3iU3IPrU!@bS0KT$it9S>YW5Q8pA=o*H
z^p*O=xhteks#TZLQ@7eD1@AF+I=H0a0HnyT`Z~*DEqWcr*q<vk6`M}>epGw$zuufv
zF{$W`c_8w!en5XEHcWh|F<<|<v-ke{!f1!SV-7<mg*q&y%$+b-Xl4VEx73DLx*A6?
zwT)>7Mm<qfXt<5|GaNI(k6)hS?|}9%M&^GK1^-~U{z()7+1dXj3c%am|1SfWr~s1#
ztU%V^WC3^!{U>3;!VcP||3O)R?_k2=_g4G=0c`<p<Ie!55V%3S(f=uV!Oq3{xAX;=
z#`tdn15AW~DU9E3gX*z!gQyoUO##}&fbYL)3=l=Z%KAtA|7A)8JXSE(@|!vV-GAGX
z3q*&2DHG5gY*#Qn0=7R3h)5*?^D4i&6_A1~%ztPH_7)eII04lFqvm(bKWhIw2?Cab
z37Fq4frrQqa@lXj1>6A0)qgesHtC-b_|52m(qR4vEdQ-4$UWftoS;s@W&<-fVAa9Q
z)o&RnkChX|CV^!CgbGOZyDn%1EZiV=2wVmXBT&EK`k=1^{|w+h!7lo{zzJfJz;67_
zWr0lg=lwTa!I1qUfcdUJ*(@*={yl*80;j?G{~mrr3G5EA$w4sryTA!@$#1v);fX&z
z@|)oTvs{0K-^|t@3>P^5@8P$tz|0pY|KG!J`2C~rf8(m;lqA&D)&Ku-Rm}glsH)%8
z?0>u!u>;xv$J^|uSl-xFW{kj(-n|U@!l8N^Q5>;0^#gfXmw6<5?`w?x`zdR-eTd;V
z*%!D(y6w64h#Uk{x_E6dEU2244QjWC{5Sf#iy2cO<E2n3HS;v=jOt4a8dKTKxy|H^
z+;gaH8mkmU86XocWd*Ul=#4YDkYOq^Ev9Made2PH%juydsZ)jRNo#`~5o2=Eh=vrt
z`dKlseR0=4^WQ>=lQ?bt(kJqbRIr%Lr<gQY@EZOeX8-KMWh9nHK93wi*3lPbh#1;(
zsp7ESrVdui8$+|&Gp_z=^Sz6W*O>AM8ds2gl)y-giKmx{fE&MR|8{%%I<*sdlv(b$
zNoMWZ+9!{ZAfy(&`|SzkT`A%tw~4DbT*n-w!4p7N{?{~YqA`}^C06UwZ0|FL#Ba<k
z?BYauc>D>$?*2M~@9!B<G*I%Ohv=2?$o&#Mwq&@WWX8X$A|A%QEai(udIzmGJO8lN
zZS%X$zYpYzZa7V!(8jJjE-yvA>pP=#SxcInd&(5Ree0Fnrth+}V5#k9`66;nbeodF
zW?94fhN>F+?b`Iak|(0mBprVZ0W!9oHLcu_<mHDYPe1rJlkMAFx>lrkx6c+s+hy62
zW@2@PYce_s&v7LX!VV`>zMqm!;+|f4h%daYh=X=4kY)15Xyx6n`z7fLl=lguz#f|E
zqGde*ihj){euifTIAbyC|J_6HU+nlFZ&z#_{|iy!u?kVkBp?Rp8N(?g05t=$d);bQ
z&vQRSdq(6Ct-MrjYANL68nM%If{{)wI{ypt84HpflIKAui6yk*x()6m4Eg$%zbVNo
zOn?HhKK4EFruHqn^H@#{NxlfA7*;-1hQ{s!p*nT#cb8eb8EE*E<##c{woBoS5=ywu
zDcpg|buQ8ms(R>_#g3zLH{8yd!XV;^fG08yT?j`gYj;JcG2fQtHPyz!?cEuL7Me6=
zi@mJw<C?bX2`2AzIBObezQdxd2~&m*7ZPMsJzBf-F>|_Wp~F&}FtN7_G;VY5`KQM=
zUO5LE>W>S`U&)l?V+WQSj&I)VB}E1e%ao19+o3R?YS(8boL{eetk>CddHD*R7MfL`
zv7LFu)^99mfu)f6BN;w2NV46nqxV<)uXdU`wYd6vE$Ua<Qku0i@?Bvo5-`K28GSN9
zDGi@?glrdDeY4DZ6II%|CL{kL>Ia`QlhaLNcd2$LKX2xdcL=FIvDXCg&Yk89x`eK!
z%>2D%lI@+=Lki`?u@mYP%7YkqYJ+p!mUOHm)03(dDpv{zA54RG$qaG7-9+Q2M8%l`
zmb*rda|v=4Q>7at&9#3K2?YMs0PVicj-j*v4i$fJ;{ST*27NpIJ6M3e3bQf^fxoZW
zf<DJEiJH1v8k;Ih2><)GEG@x9RmBaf-^Xq+<7<3Xw=uHz=PH=5?AC_Sgs+s~q~IXl
z2um(N3yDHwh=~T2!~^GSoW&Ky(itm^%TeaM4yT~5nGg55YO&@c)3LcE(&fzyrq77a
zZn<yW&dyfX+iue@0a;Y}C3UmRh=7Q>ta0h^UMx%uqda&36aoq4YXH!roRNW-6m}z~
zPo_$11^zKCLl5?=W!qcXq3_H;UqTq>50C-xaJgWq<LVsKcpWNAIQM05aML{U<0*rb
z(2vevIn=X#`;gJL_i2}VsRtoK-M5CuJY6`K`P?#1V;(o2i>#Q-ZMHc6noGZTF@LB?
zY5Q>nqf}|=1H`)n$`&CSrv61#^JW1m8NW+Nz<~2Cug*ORejGB)bUyiPvv`}9n(g<M
zA4EyiY^vcDG)JXzF#gOUl$CJ@m`QnBxv`e`5J?@EX<P+MM()x6V%eRY!al^4yn*+X
zsU3<1Yh%-~BTX4XkBD|Qf_obL2%p`tDo5`d>Zce0;gzqxU+ik94nF{x&)W&x@5a3D
z3Or~yahwg?+pn*$1wQ1j^s7#A-e;n8ygO?h?{{8Fy)bYX0w#YO`kZ`7Sy@rSarjLu
zUACepK#*`tpYZO|!`+-_IL<R4D{7#-P_|rc^JI>82F9fhOU3F%1>MJVL4i$hzOm7`
z5~6Yewu<oraM6GW_%Q`gu0>w=UAtn4kAVgLWMAK0dt4cZzrR)46qwFcFHZ@JHThxS
znA>jaJ$|JL37G{+xdB0EfSTsZiw5a~2H7RV_62s3gmC9GWEIAM5cdRtzX+Bgi_qDZ
zsEWuMvfF?c2dbsh+a4|4KdKY{r-VJxC-@3qZG$(m{=o(?e9)C7aBqc>z94D}p?sy=
zf&L|8MExc-SUH=%2tezr`V|W(%rJpa1bY}9lubBcyMH^OwExN(rTLW?w44xX)>&2}
zGvu@(ku_{fXL}V+q_4^bfjfMepVbCsBf1_eYG>|Gfjj0;kOHXs{#2X6Kj|US@VX=j
zUX#8RCzs?={t`#(nTL5G4il|pBIt<39i}5h87(n@8280d2?;Z2)8b7^*w7?iE#`?>
z@TBg(;T4-Fbh@zl#QZCm&V&syI5J82FgRLa{_HSj$pxvqFZMz95zKP#(&TS`i9)ah
zB#F|KsH3HZwDpwtK=o|*$n>=IXub(C5xaOR_H{}M7~?x5wj{hHaUbrS%qHh4Ul2_=
z@VxWNkyKOWlms>A_NyR;KIJ-DM@|)WMI5s<kC>2U-jz}xbw4#W&2*fGDu>#;h^$>j
zx}uXA(nIe<+(Vl~bi9aNQN(=HshQdzwWLdD7Marp7EJpD%~ZO=OgZ=mNBhK6QPUkc
zf`-gEw&51yq}|`&_b-fc_1>kNuY_Ce8dI{XB-JHHBoT77Sl=W`88!orlVp<RMuc`r
zcg1$eumXSd#Z;M;sn5Y3Q6IrrC5)PeEgV=Qw<NX&dqsL>iflDHY;hyVQ|&>G(TwRb
zcDd|IH#(jooZ{Rfxur<#z`HB!L01OfYOlSr>q|2xvdA!BGY~L(4*5k+yxDS||48di
z{6g}=^O7H!E*2g*Wfalt9X5<LPH#h>%MhQingB~*so7rJRkl@5Th8%5LVNX_csYML
zYxz-mgJ$M8Z<FpC_=f0Z=VgN0CQHO+&n2@(j%9CykDab_V{43)^5zY_r*W%fAKSfZ
zy#k*;KNa4f5;USjqkIU42p%VR4ox;@d5_5vkltrTU_%&75E02sKt-U>4WH(i&Xb11
zwdzp76P7-l2Aih9Gv3J6nAcR>c<j=2AnkzJlF(x7%71h}BDaxnRzGC3a?<`?nFNy!
z{szIeg>@x&#cD-jwbB!fzlSKENSnX?DuCagZ<t?#kIA!BuT$?sWw~BrEBspan%0@p
z8NP5cv-o?e6}q&G&4;{u=ezI+z8jZwhO5<$k8`(m`d{_q*OS&6UQ5K$AEFVWd+nVa
zFx?WLci?@8lZ3NC<a+bdCQBm=Xs^AI>E9@1DOBnw5A#IEMgE?+Rq#&ei;Seyz(-Qf
z9zKVlMvX@gYEm|iT869b32eho!=NgELmyP^AdR3i_>PWuRqvV%tUFiX3gI++BEJku
z(pQsTJPizjFsM0WF~d1IHW|8~K6z`zXGCjs)5{lm9X8wVjqxD+hEkJ~n<%)4qR*vY
zuE%N1X*+nkL*8Cmk>Xe`NeW5YTAnXMR8m@M>8rEI2da1(HyQI7k(fk^O!@3WlR~7z
zPqBx|B?|lrFohI_HnJ^k6E4}Vo9;Z4i3N7D9kHYXMT2)Dlq{@dPUM$NnmJ_&Wi^W{
z$6LqziwaIgPWO(sKbrUOoD_ChE<-O|_xOjShR?<`b#_`T7IQA4=b#V$$O7}aTD#H%
zYr?j%?X>uGF;r*NoV`K}q`G6AWXcoO8J_ZzH0kLCRE4PrnHE(p{ONT$Xj4HDY}eo+
zOB~=FCZ^57gbIZnf-~*7(9;yv^jY*$3;2+GDCD8~%itGTohX0VbN$<5qmR8cLsvtn
zbUtN6l{{IbR?=(|bp$r~H_mllE+W?y>4_CGoSNwBHN|G)nK|p4h_j5v{6-s_f-2bI
zr+x8##mxiF(an3;9@oKm3&=}Bh!GhPR(NOZ6l_lgxHbu#nbr>0mUhWnST)uXbTe8@
zp4FpG<ux{*9$Oc>Co?xgH-avAE>~`!I^O#9ev@w*`;qRZL0Pe~Y&w^J*8Gk3)9lUc
z{)g+s5OxTw`ZABz^8M$W{z~(zy<k0$Gi)m{tKhlk#tQ3IQGNUM`s<$SrR#Z4QJaO?
z@l(6QjusZ1?M(>ltdAQHa=ocz$S^3j>$0oXD}3B>_X>bK2<_*j#$@v3ugQ-o7Ado-
z!l{*M1Zg2@x9KM7QyK3vDl!Q(!!qx)EVCA}C9>;tD032WVRBt_ck|Tq`t!N+iwp1y
z!U~=WZ3{Pwl#6<bIg5)+2uh+#Axm9K56X1PCdx(28!H$pvMaGF!>RyPE>(x$48F}(
z%T#yOaMe`QQq-o^q1T1hL)3fJ|7@^m*l5&joNSVA>T2d~u4`dzDQqQeO>M($i)u$`
z4`_es@a(w$ZvXwb)4X%LOTTNm`+fIJk5bQAuT1YipLkz)zfgb20RKSiAkSda5Z6${
zFvoEH2>VFgDEnyL7{^%sIOlld1ouSqB;REFl;Bk7wCHr-jMU8Vto-ccoZ8&Nyw3c_
zg2}@EqV?kWlIzmL^5+%kmC#kR)r2*IwVZXD^~w#7jkZnE&5<pYt>taw?V}y1oyQ*m
zyU4o<d&GOi`@sFy1M!22L+!&KNA^b#$3Z8rPts1QPixQKosIl_|MSPW<N3=)_$BUT
z;T79e*R|sH+KtW4!)@pt?p@I@u3!E48uxn-ZjZ2!Nl!FS&CfE=D=#)LFQ9W!w*i+A
z2!Hpo`LFX8fAVg>5BmH`_p<)mjzm;M^^YT5!j{fXil&Ytb~g5Qw&3GVT>o~?=pQGH
z{z1u+u&{72Nt%Msh=8JO|2QG^$4RAsy{5h_yqp41gh1yQO#vpK0RRBR%Q7GUfCL8z
z2M>n?50CU35drZvCMpsVDkcs(Iwm?g4)z-i(Deoz8=ruP03Vy2oQjH^oE=1tu=D=&
zf<Q(@L`FeILqS2qKtV;pz(9Nb8V!RG0|OHSgOCCb8+74OkdP4(5s{HlQ&Uh-Qv-p_
zK;S>?^S*osyoLif0-T{B-U1+BLqNTTc<F%<1nCD2@%sX)3cjEK5Rk8+VPN6l5fCB%
zI}-u`3H4_t8UW%I1Qg^eNN89XIA|y&R#4_^s8^(KSfGWJ4AI{@_yS=tqO-pVlaXU8
zcN(#>Ir>eCz*5Ah{M<Y@c4EiMsrIK7ja4-f>&kWJz@AduGQFq?=$>}jz7(g5%L}ZH
z@0r=T%CGC4{c){s<{FexP~SJVd&4QAVeS^3SlG}%zjyl@00{}w_SJ8lU}2!yf2%;s
z^5zvt1BbWh&_Lg446p{B%9B4?$&EH0{bEE^FpZtq&M9EP3cymbcTItm$i+4hQ{!+p
z-TJ2r|Gzb$`j-kXO8_LO-+jIY2m-Fv;$8q{7|S2en@u@f=t_8PTzJLk?H}h?F7O3}
zrT3m&Tw2Q_i-WHf3YIKd_(yRQ8zeXyGP9<4C!}<3VNjUlyGs#KzNzywAREJeKELFj
zzH>K%U(-f?HJutgBTzfHdhMLT0CfqY-}=a@JoijTh5cxx@u1ZnJ9Dq6pfFT-QtsPZ
z`R1}N?}?DFr=ruuWxTZUNuLagV(hB&U=gV;0p^s^O18OOJo0m#EJvJo&J10Vex*xm
zMwG}!utEbXR)JmfQpWf9u)uz_Z6X=g>?gOHO2jC+1J_pL6D;gyZGp5NsS9nv_kue_
zxi5e~+ZRBQ<Hif17sUmsK@j2;xp`A}7V1~0@2EX7Jp5$1JhyaR1UWLiCu7a^GHcG9
z_1Jzg`+T<zYWeIbALI?T#Hg*aeAa2<lmn0d0<Ei>T<sjvXB|ok>|%r28BcF<<jES!
z26ZWP`~X;q=vgImxxs@DwQ<?*s^!>-FNYRY$ob<)q<Qenrff+`p_p`!uXE<Sj4D=I
z>^<dB4mG)c0uc#t<xHNfPF+)5QxFCYUjVwE4Z=>kv(0qL;g?7QIX4UIzBe4Geb_9|
zjO}%s&Kf4p6{TD!?W-qkm&nyn1j8RAxgX|puWi#K=I-V0nC#hpsEgQGb3wXTEpNlB
z{t^{dqh9%#7s?Z;F>^e4pn6R}V7}v(9bVmxn5tdhDxcqP9TmFkb3R;p6MQ_r$gOXC
z%}*@i^0DFhY$|Z}s+D+gl@tG!;LHQNZ0XFG)he5$IqW1;pI_>B&xDmP0RB39hwyM;
z>~~+YAQ~DE^);IlWqY`jb+O4N3{sI@XD&LoHs<Yfubqy@CGI;tdb2d667ckBYEkV8
zj-8}nu!V2xMx68@jD1mH{ZN6erH{JKGL`qk<|_Gl&d1m*OD7wAElxOdcipmaZ%L^o
zqq~g1Ddr#^9+1a`SnaeaP#eAgB1mHsPU>nXvvf{JTx^ULy48+k0$u<(9V(8V*>)NS
z;n$9(W+S1nQy=k5b;hwdyPL=EE1!Xp$Z`iA?{N*;KH|qfFaa#<=ZKx7FpZRMNpU4q
zUUvy^(L?eGB*pBG-*w+-(4jtM!3!qQ)wr#GdlOkR+dK%Bx5bN!l<B58YCEO<0)Ud3
za*K9`Mt#*BNzDIRY~sH21wiUT{7C2aB$Al$0tj0#<?`}eDco80!ZN(K&A&TCvS(bS
zG`M4uzMq|8uDVBYA8d+mx|?H<aQf^NmZCK=cVSXN_o$>RXM5<KyEIC3FN%7VL91gD
zu0kd!EHR|FT<E3eiXy`JRG1lq19#=fh*~xfA>P^FYgMLKbKQ}3^~rqMRn2t?;_Cd+
z-Ye405IN~Cet6y0bbV`Duz2VF3!v6~>A0AY%E09W$?6jxl*%g#S}K{hWQU;?>-YWF
z__;18^V}V#qk=aDS>!K(KF(loefDmA?*`Cl9uvNuK1j%Y%>Ep6NW6x>*5Ff7+J0Yo
zT~ly9f{?MCG}2d#6z;|a8w^nlxR~C;RH)SCT1+QeiwK1=S016a6<}A~s|{vf%gx<q
z&vI1Rq=7ma&~YWXI+vs}I=*78iJ0fn<(I(0s-6%@I(>hW<fQPulKF6<&g=yc-oK?Q
z5dTZo_$Fo^U}alwzY)0Kq0S@bqrn4><H1qOUt=Z~@OfQnR~CK2zIC3i#K31e`axvQ
zZecm4%PzVa4+^oc>tk+!XSMx_cs$`Khi8=X(F;JMdDv4yZ+LLz0KEv6!KHC;nRoe&
z<=5!yPMb`jm;W&vQ5qeN>E{Vr0IT7Q4TPze`96-ImZwlfDb7)8;+9EmFyL-WTVUQz
zM{s7my#7gRxF*|Wbk?ZuM^=l9So#Z~>g*;<q6slFCTjHce6MyC+I_Wj!-+upjefmX
zNoMs6pzs>MrvE^eJUe&sgUw;E;{Gar(NTJ!yiAA3G4%SLW7MHXe#a<-cwcMWbk{y1
zEX2b(j~Aw3jX#9_^K@Q0|2}?~_T#hxRV8k1Og~kj^T;rClY89G`^mb>`ubMi5y%b2
z4#O*^$BNz;K)uxqU?BJGQpP96yKQ2gA2tgsAtN;m1<gmebNogv#o-%GuNk2ld*f^^
zOI%Man>|Uv`Ys5@Y;~uF0xy7)Om!grHN!#DkH-N6yC+$?yZ8Kp5E&U*?Czs{p(*%+
zI6pw8*cyK2$wmgmYtx6aRF|;r%nTng%ek`gS99Go3m14&iM;@Zj&%h$z`B(3K2EJA
za}9)sut>5EV-pj<sg%J>*)K7lF3ygK9Sr)eIB@X9N%LHwPQlp<w{B|V5f$dE05Zq3
z<@eV!OE})c2Li#1?Y&VqUTcN92drjy5z9tYqZItlmSmNV1&K?1lR_ToxAcN_QJ7{G
z#cFDGRXS#RpZNTAdRXnFtW-XF^A>5SKb+DtZ&&(7Evf4!hch`?QsfQXQ9qTr7aKx#
zaW#}XS9U_rJqYVtXbM^p(Rh`)7uu78)0T)-C&s-@bx|0N7)M^YqfE6PWl^A1`y8M0
zhD!NO^j4aQl<&~M!~1g?P(em$-gk?yI-|cUx{TRIPL#}C^U#@Ef9oA1TRC+dM~J<6
z+SP3wXB{f{UyIuX0^Xt)id4#B<CPQY*Z#_@763J>?vB+&{NYmO#M_E$UVu&}XOH)U
zA^XJm0JxXvdkm0r-O3ypdv8BZZ+QCAV4y!NSg4KAMfDvyVyS{lW&Q*G<OCs+s5J4?
z<7|87EZqa0ZTHo&)ryr@6=I46l+voxbJMxvBd>s-IbbjmyN+&?B;7qXuY&#HLjD~Y
zEzGKZ-LL$c4)*w?OpG?CtqOaF28|PQ(D>tjOMKWGF>NcCqC)kp1nB7I1!%mo?()Bv
zx_Hm;CN8zkX;get&lKbG&<JHLYMx}W@$DmRen`pQt&Y@3x|DvCX26w4st)TVDJ$_B
z@^G>J_FHe%<mf~oaUC&+ck3}N0TC@z2Z=3~EiZ{B521ATgV4Fs1wsE>le^hQf&l5g
zS}`#vGJ5{4>~{BCMv$h&7zr9nsG-v9kjs{yYnGlp_VTSI?ZxLZGXk_9G;J#1_el8<
zh-N3OE$hA~SJJE>r}Tq8S50-W@(*}3&HRpR7vc0CMnk5dP{UOW=T6-$QK?o$tg{&h
zwjpNhu99Cs25yjmiU}jYi^{f8Zaj}LnMEXglI=XBp;xf%)1>E`HgUQQ`?f~Vh+FeF
zT^qo#tW5f<`F(J&ZZ~Tz1`y|`gD)fgo6>VU`h<Y6W}Ex|p8O-?Hzl6!A6z}_cx^t{
z^}q`Kv|pLNgcg*kD9m9HEI*f-yDMqWJ{RvDwgsJ(9ZLS%c~w$nAu$|~Z$$p(9E~k<
zezU~aI$?#SPnKA0oITiw8hP@rXg<+K?xU51MU~AbM+p|Xx<+Tudzpg=26-2Dukuwv
zx5hV=3NGK*V;Ji|kDwy116?CL*w31oNO!^OeR}k;1P)^rpV-8IPK_@&n8|+Ks8j=O
zyIgfEiffyC=DK9?KBA9Mdv;)I%m~nU2KQQifvAGgo^D!=9JZRh%PRqmm)uf4gnW>S
zHc{DW<tclNae<>=0qQ$7c_6e3=fV+z-YquQ#g<9Zq`0t23;-F@a`C<;YKpab(LY@-
zvVI#=TV;SimcO0I%I(OTO03ryc#?f%qBW^T8nvvy--F!a4&85TYGU->rr)EYYie}+
z0C0jby~sT>=*qcBXy}6f^se6uWk$w4BwbyD<>$&G_v5D#kC1K*wgl1`k+876+<P*~
zgZa)FR!A5=lGwRuNqHnRp_vaD%333;ar*YPYxHg<Qj~+dA$&)>!K6S*08Cf27o?>J
zyrgUlZT=2<GI_MLl%pj{)6pB96e*hjlm9P^f44yd|0?P~&w>F#zdQQd&k_IlhQ$K@
zJk7@Suic$w$cnm$Dux7JCATlGA{^A0u!(nHAfcR{^oi2Q%7$3D-Z&$(ia?dKPBX6(
z^udjYzQ%yYM8zP>C@Lz2!QT47)(Hh)MMC|G%#1&Wa_zj&xRmruMXAs6$JEt^)yg$l
z5H(hMrlAY{9`M;P3t<1wv5`%>n$<1}QrZ?k(o9Tt{ga&TiWQ>j?)8v~bRA#r^wKiQ
z=kXQ@19rL^%e>2hc3r^xd#LXU(xZ|pnGBQOfX{N=03ETE5Aui72GfWDgw<`^{OyZ4
zvbJ3>0DTGoy8S@W;JA|)7I1+xCMc^h-L!Wj9tUY)2L&ip5~KYg=j%caXy#>JSNPyz
z3$q@@;QtI)E5YW-E}z8f3R$&*Gr~#cpJ(wN_7j%1;T5hHpUC~rAvMlD5Fm_$UUjd(
zi~WU!kp%K7YM;IYJAD_w2}7R#lSvoQK;u9RS<yLQ)X1<~(YSr{bI|BE1Y0tb{g0YP
z`ZnU!-ttfhW2JMeH>q;<&>SR<FA)$3?;ze30Z=Ts`dFAkTXCbTQgRxXpF1C=sYbIi
z{1Z`S=t`~%h86igLYA1H7^FJNC)}rN3+xL2)R#D&6O>~WlhfNY`9?~>Z5D*G=TzW`
zJc69d##S-A!Dbey#r)Ry7c*`JMV@Gic(|x#+-VYaC<{V%({L6fJlX6Aol^20T2bkO
zDQ-uG$R0Bq)mQP6Ry5@Fuj=Z6@IS@cCIPiCQq@3TbfoLcs|)y_@RIlZB>Nn#dYoaf
zT+I}KS<D(2o{0&ejq|dLfD{%g46=6FBu~CihN8|B4IZn6x)IQUGR+ZZTIw9*Yn!bd
zY^hpn?mFKX?g|)~jv~1gLnz%UXjt!3vYf9&X_9OnYE=3<M(B8}3)SDa`CH4K8)l{_
z_6;|^zxUG7SpRS&vfb?HOw~2E&g+wHdAS$Xf%wa;th*;<xonX@vc%^DBJ38Ay@lOe
z*_K>ju!<vo34cwk8Lyy`HbrhMquf>fGpzuRt!O7=@$w4m`$31+x8yzBYeYW^=Zg@+
zs-s;q8Br{?@fPN`&Is2MuJ86njCrhl=rZ^D`};kfP4vfko43xWp3I#EwKg-AU0Jj1
zigR;MVwYE3+N_^`z1{OdX3^FLs#I+l3}olpbJd9L_ST(*Rj3j39y>X%#^g}8P!?M+
z9(`{5D$&fu%<DY!ZkS%*g;FS0Y;pi2ZH%<82KFQEr_w^B8Pj*0Tsu-l4x-Y-v$z42
z$kAI%*1{oV=j2kxYejpX>yF}ZOq5k6EoSnH0-~b7R#kmj2>4>p0u(<W*a&V-&dm(;
zE<)W6xqs^G`V1JEMtrcj@6iALz_qd&xgzx<d%Rmwv)I3`&rrt7nmk8#GS=)oG;Hd#
zCz5-x)}hDr(a>bY^%PY~zfQ;NeXZToWT1S<hzwi4*$?kT%kxLkEs?#Hp5)TT@l_17
z5T4Y6kqcIo5F+ywvDRPhu)}V1@{#S{bOVMBWpBsZmDSwYw5mPTPdL_D$HP~6K0wX2
z^%|Z6f}uufv48fZx9d%C-i|~*wCwV2^J{Z+OgjW0B_UGmx}PJS3#(gBX^F*Zx^zA@
zSBkluREI7Gg?>R#t-rb3xg_wcvt1F^yEYe3pc6H8Bhr)?u&Q!SFQz>Y{BG`|avp@Z
z5-y$Sago2SgKk!_>J3zT&Esm?<iCd(yd|cff+YCK{+?#X4w0bU8qt2i+D2hP?xB64
z=U1;>w3w-UgXrLk5BXYPgm^j(<Z?T4pFw_?oBF+-(5Ktrhm$D2673hPeC%#UdJ}40
zvJTCbk5b8b$H7`P$vvokpTuy9tt`DXYw4@$XsaGQseB&qS5qBhZTUP3!oL(_f0$TK
z{baQg&bUG$F`v{!arw#ULL1#^>98kzwX2@unpOWfKkH<wWa(3Ik)n!Pe@Ywu;%-n!
zlO0@ZW(U86b|RE_eja7R#l&sQ#MOcAWd^Z94cCj`#NkeRs6suOzU#=Sy&Bh25SfFI
zYb}>lO{VB7KEGpMMVBnG$b4{qn;;SBY>2}(F_TgRdc@q>iROy&x7HA+-T|q;4j$7m
z6RU^X0ePQAsE350D8H37KJ9s3KA_NrQ-fBF*AMDu4|gFeZ_v-DW@F<SlS+H1#V1EE
zKUOLr4}Nh*-^=#w*5VRZb6B9~SavRvn)E-XNzm=X*pGZ~d+?;svkIlibX+%0DAvZZ
z-Z`y1en0I)@Cqv=2$d^hba2pNJSY;w*;ymz1FCx%8I2!hofF@du}Bg@9!EE!(umO3
zxvCpWx7Do_{3cT3(>Di;pYI4V?cYXZ8Fm%flgm;RQuiP_h)|+SGe`-+iEx=XVn)9$
zgje=A`Di3O^W}UmwWd&-#c3uy87Bp?V6fP^@!CS!KRKrxCZUUjNI@w!1!DxO&XAlS
zx>xaz`AhW7O)%jM;(E5v8Re2u;f|!EOg(XonoisxJ#tK$kwR8mL;9Iu`B^?^%*O&=
zL~>UTn_2kv8)+?+sfx!jXq1Jb{>P|!gr@?ZbMjW($MCh)BP#MJc{~<|rId^Do3=V8
zz@}PLhBRE?A@l>`J>L1yC?|RLd`comVT6X9>qJJV!18KK>vKZH=5|`CJ-W@@rKIY3
z>S_ltccjT0BTIPq%$_l^dsi*H+0m?T>ri^bP~CvXZT81a)!u=X_qE;Jt5x(vPFf#W
ztfTdIs%6%qM*2CK3QStzWbMZZhSivE4r+k?Vs^;qVF^RhPwwlx_w8n620GU|64dpj
zj*K|z^3%AgS;74eaClgBt3`V=M^|Y}0nUEHag7O-%JBJVeXnye8)c^*LJcdi6ng6#
z#Y4hgH&H^9S|AMOWZ?!X)+Q)Um2gAS%CI16Ou@;8zUCp62%6hg(+O($rqvW<hC=Bs
zI?;$XKQVywrAHHBs2mQl8`(v^=qOB~QG`QoCyq}Gh@STKbHl{z$%?dB>1Lil@x@)K
zbvMJ3pPUKcJdrF1q@dunFY28OCRI)qQCHA^(r^3FlK}t4Lg$;Tj^A5X#JAMKo-|oi
z*!zd#4tCj^wb{|V42<7#So-)Q>t)1|LQ-%N32tpDDUC2fWc(b~#i@9R`Wqv7lv;LO
zNrh!clJ%Vm7-w5cJa602yxlz1bj}1OH*u7BPgPUSQCbb1G50VRU#oqHG!~{7j}41d
z6bqoU$${DXp+Gw@IK+5itA4n@Kae=$kk)swL%)U_xPXS>VCQTS;J~wHGz&-hgCwFi
zheZ=wZ|BOdh}Gg1S>+xZrC09L1PKoG3QBj}+9G9V+(c9j<wcs@4!08@3bYajRSzOh
zMEu@Q<yx&*>9b$^LO5*RRMt4E*Jy|(4{5(rl4NF2VM>zIsTRwvLEs^}p7<QisrkCz
z4PFStrje-dn<n}wR!>eDEX~}<@9=#l{yzy=1-TZx!rsnrV8$3s;aYoE#s{@X_t@+(
zG>f*D-A-9=Zb6q0mJ&r7BPW&#h4Z8e8E?keB$(6;1P_HFy+MK*GpVPoYn6@hO~iCI
ziybIjKx@rn3CIbRszN9pcRB1#nWRH3oX25@Z^h{g;j6s54=H}TJaNf2O!9V`2fN;v
z4=I`M@`ujI5KRxt=D@~<j>lT<(1?S{7ni^+nyw)n-EinUXIW7%?xz0b^j?$-=H*C_
zuY0sx;=GN{*aAaeBNh<3KYDsP2<bwbH6u9wNKuNcw0huzVx0|pHxWQXM<(<3ITcvh
zapr8=)K%>WREu5{7hcpW$tWShB*k1cb3IQHq6>T<-5c1!7I(TDIb(PLEw5H8{!~DC
zRC>{w;qTLN&SJ^?<9ROSO7(iYoazH{Y|8j<y{EI+%4*(Ye|JuomR{JckHw^|&d1k|
zh{vy!VXf8bpZaf6DEfxJe{`T*g-xR&yVtwF3~IPE@BKdN!s5Mp7Sts0aA0<Nb%AQf
zpg+m+VOV^x&i7<A5w=0lGy7Nlv<yFuse(`AbyTiKLim2|*=GD@rUFqJW3GPD&^}BM
zn%enGR`yF@X>?|k9U)D)Fa&1)M>QM0s+qVF{028Hx0Rq$v%|!cjuK=4x1}g1Py#mB
zXDqKne#(XWY`WD5N}U$r%~~{PF6Bs9>}yToZgmDKzmgyDr61^f4J%%?Rhj)f_95+-
z?`rMUQ2F}LAK$U%hTKds7cOh49GFh-tStw1Mt>algfI+m>tK?y!W{F}^0k@m;=A3a
zvlOm6KP&|y^A&7ga?rBQt7=4k8y8qV+B2D)Y5TN)J%~6qcbI6+pvA`j^eXRuyyNXv
zWk$8d&Hln1nH@cSkraF~de*1DRa(~M8oTrx=MMDf_a(!cF8c$~-_+`s<b4i_Yo0uv
z?+$d^pVSkhx9=)6rr$+GHHRN}YqzwrFs=Ubd2zTdvFp*_l}jmc*{-#`*~)?MEb}-Q
z&Av%o56hiVI<#<c&-_W+F_dycd{Xb-{*JeNu(lUJ{wO}XBk~}0QqTv#c6Qe?+eh(H
zNcq>71t)U;o&J5>(=7JsI+b~^R(hY3^<rpV=McG<`}?Zc<xiAcwy-OxDVvkkYJs_1
z33j+tL`{4%dR!mJH#g?eZNJZSm|v?W2eky_8?RQDBf|?6qv*IiM;q%A8}3}Msz)!H
zR~N>~x=+pA9e+B}o~>k%1ptI$V-yuXR~j|FC8(r3e2(S)DkcAVs7fFlRSg)|YmR|O
zC|)y&WC!IItTb{V>e+syDe{3!wd`X_67+ZJ35fAAXO>#%uN8Bd8A4MOV%(8S(&I^(
zT#5ec{COG#9hI|L@TCro_wli+Rq*4v8$q&3urk?n2QcgtNc8qNXH5RD7T~EIcKlA!
z5LlQAOSwZ-jrjN85VtZ0>)QJri@FMDp~}Y2$pj09@n==Cq2Ry;F;=}|+@OZpB8iRg
z1Ju3=QujB6tGJ=L+dSi+N}%sy7ZF0{IL5y;gtnF-)ZYh0qlH<Ge@3n%Zuk8-bvs2N
zn$u-loq?0AH$rXsxfc18B9B3#2l{+SZ{yE}h!}%cH|Z2Vp;jnHL!t|$Tk`PtzrA_f
zba6*KzY)&!#Gq<L<TYSAkfi)7QJb#HnBMQ<^I83iYJ}c(;4=vcndQI~u%{l%t3sHq
ze?#C<bs9QGt9}ulM+CJN4<2vA@C+Z)H7NjYWq*{YC}_DysxR7fN5nBGxnErhG5^B>
z1e@>8gxZZ%1OdfoTxAg5Bm%S3#YO!YUNMxug+>131`|$vw>=@zSJyoJZ_%510ddi1
zk_^A1;Z5Ms`&C&QieiurI6a;zeXk1Q-r9V|nm}ptfLc62g!)R%fB&|N+WtFEt$yg*
zcrf&SBEEp%brr5@*zq>w&Ldiyf93`wUtl5mms;|4De?oE+Mai^J+eWh#%D24;W6G~
zQQ!O*Z!w<uvNL9tIcY>g<57(G6~kp!EFyL410%oqb%+0ST!-=$wu6&!C3~%wHlhK{
z!3*&I=)i5d9;QUuWs>CQq2VVvyb<-qm19JxRYr-{RMX$17QbDzR^L$d!v;p0P!j-K
zse<JG<4-1cxTsCsP|?qK*~BOC62c*P6!1?tvIQ|sCh(eKw1bq@sRR^zI0nr?rSJsY
zh!|hxzA|GD*5%~NWb_e=UD6*G#3|zaQ-jVhx{}z_(#^?4g>_f-ZQ1S;N)=q2v9siN
zmUR+83F4;maHpg#^GAXqA(gb=q0PNxHj`Btsb>E2j<WVEbr`%yl`w6%C}lON!kR`K
zpRAvo0qwmY`sJoq+1#%xIOBRq0ddW+YKVINsO7|gZbOqCEUVkNk$%nOuu^KyuTdX=
z!exAhZ31j5KuVHW`m^JNFRp|*3+d%Z3QlG2!$-wP#+XWxssj-y{7s?>fLN?eNwSpr
zCMdwYAGU~#LMSn0NfGO@tUD;VJ>f`3M#=6N{v+A`xWldejmhz{6qoQd3Ebax4Ef@e
zp^>vzEy+(5U?-4xGHi1{?z4EtuNB-LpkuxF;Rs9b^6u0#siaw=4tV*gdo84-tMRz<
za03-Ub@z=9!gT#UAoMtt8ewZ*#8pFy%umrZVh-B3XdzTSfg_UmAv1XvhxPTh1Bqjk
zDN2ztJ8UXVIkhGET-NkE1rb8@6XxmKY1|KoSqqjYjZdp#!v+N^8@DZct4^nFdl^or
z+X6>2bFMwN(G30SMu-dYi!t@<OSTJ5Z7W3Ih{p$pCw_z+c|D62V*J!<k09O*dyV=y
zF1}ixJ3B=4%<AepI~}MBySPY@G2Xr*=A5p-J#Wc<NExW&o#fNGW_<fgV`r=XfJgrD
z^~?cvwIgcBg9WkOPDCx?l;vrGLR`|DZAP9^+YN?u+-mo*ws*OY@E1l?G#uh?zpA#(
zD@nup9p+k!)k0{MS`Bv<`33V9>>*Qr@Sdr(cAREmp-dys%rdABI=;=VE~z#e+`14m
zMQqEMf~L6aP}5;k$UK_U33M{U-s$+tIed`BZG2z5l2-h|buMlMsb%zo5*JyNK577a
z4VSf6==Jqc+m@!Cn8Z<DWL0rC-OtvD;=ugmo7Q}Y;W4}Sc-skm0Tjct>QmB{5|>9Q
zzmgT^W307B&@PSy`16u)^B;5K7<w;+di|FpUZ)7!H7KxZzQ0WM%~)meSqT2MrK$4a
zdMT1d54E?@L}<j%1m^0L3$e^hc>}`7h2TX%)!o!~!pplx{uUlvHh%!*09#AAdoO5P
zw}B%T%@fA9QF5>HWEEPuB6UXNr4Mo~I^xS@^&(WYjpod*z+@Sl&8cJ8wl<fK6RKJw
zMiG|zyF9Dr6}(q!8S}9wf_4Zg$#qiVa-GAqq?i%&VqWcE-`jZF{Jb-{grwLVU(OBb
ze}CL)mSG1cKi3Q$ESxlRw77ud+-<e$ql~_6fiy&Dpq!uqLnW5EuzMH8>)f#qe>OWJ
z>s8*)ThAG8@}pn&!>8Hwfpr5NdE{xB4lFB#Lt7^~U!o7!qmkoz@3%{#T!PeZTl<be
z_T=%SoIiaSV<pv2r+1d!&m$iVeD!|;F+k40uhXGs!Xv#7C1Ps3G<Xu!O<q(bsH2Kv
zyQ*M@pAbVt_aJ`ZSZ=jQgtaJF*J5LYLeTI3{rR5OXFax}+%XcOD3^(ngFY>rrKRSA
z1)@^ywMZ>ITP>fLdObbnM!h>%GdCh+v?Yi^q3SY(-0c=wK9Mx24G(6tAvpf5QCmTR
zjIz>@$-_c3nASL&g(jNTObid}DCbM^a_BHKiYNYZa-B2$yQ@v+{6FfBaXpTYUyEC;
zMX@cx;?~%Sg5q%OWC*DV;3&po0bL8k!m-w5D%z%Nxq2+Vabv98A5L#6nYwbKzzm!W
znYrQJ3~@D=j0eP=Q5(doF*Gjm0wv@nd5;zMTA~cc({oRMl98Rh*-re7+MadsG`eUd
z@1-tlGrgqr(<|0NYO*?LJu|3-578}P5fFs_6dR#Kia|%wMlB9HVCkaGmM*5DZ3Er~
z)&QRZM}TX<4&VUnj{%3p9BC-MwA0><yX6pNTAHcaGD4fI{bVRZKo_loO@lQ`tKeT9
zZ%*yC^wSDukZSA>vRS)mu62ku!FC1O28^%5d|^u|IiV}VT*dZ5s>0j~#_5(p+RUT$
zN8vNt<Cv$&La9f*pWcUDZE>Vh81Kb+58mh=*er$qPw;&)FQpaSkvfV`i6ug|bx{TS
zE0hshU@>T(98(J22sQF%d^>cJ3x26KqI~FF%3x{~bFWf{n9Jf|pF?*RdwWanTVO=)
z!$|K*_%D3=pXkN9(QzNskp4-e9svJN`}R!;za|4?TkvW0vfOt+y{$CUPHrH^(bT`N
zuX3A<HVN1bD&hTXDq<ya@`lZk`mu<)^%5<coKG2N2Yei%mB?eUP0ZU)t9dzUEK0?w
zG0j#)-?olWGi*wf-qd5{wp@;FrzWgPGA<)D2k~4A)MgOf6E&KSm57gRgz7POnaE!T
zfSRob8c|<IfIYId9*G#HMuktT^yxXvUMj~tKEOcVa-b6X-^zNa8DqYW@tZRos3WW)
za*=KYWc_u)|1Q#nEOV3wa+QY60b&GH1C79D;IF`S;0|yB_yZtoRn&{92U+tYR4ROx
zwSt-!b%lLg#kqSQr~$fcLv-;O4r0CAMt+Xw(#o_oTD`VY+pitd-q7CBE^61cY_rD6
z3uzGGq~Tt&2rz&xKp5x-qQGh3ykh$()7(F}pBqX3B*7|;noRx}?}$bGAvXVzI3MGW
zKDz1pu<xd;GO4JEGxJ<YCHqnj9*wK~pD@kgkBIR{hNG|074GZqi}s!Fvkdn==;M7o
zg|5qN8{3{(<vMnSe+{#*2io13i2vhKOS`KQox|uHPM|Z%|7;XqYj^#qv%m9`&fj-_
z**Vhrq|+Ylh@R$Vhk2S;9!;`i39IYqWp*qzl(0G<C)wGA#U&bJmeu0?;O73R<8-CX
zlQB+L*<<zqpE54d8ncp_lXMgapt`0{%P?wQ<b!-4?t&`Lu;7i7*GXP0xlD4A<XMuZ
z3ud<^e=fOKa-C#p&oU)*Y2Sl8rONk6-YU69FdLS9PjbKH1Com+XMMa=9own?Vy9YD
z#5?gZtMVqv0m1A8$!|&iuH=1^UzRNGS%c(y$+IL|jjWJ58dARusdqwZ%_@F|f|&Ak
z$tNYhCi$4;gOa}|d57dW$zH+iuH;`yz9jiw$v==Bk=!j=&cMDSd8_1QmxAiKpn8qH
ziL1HF@+C8)phbP!qW-5v{Y#7b>lXE5i@KvlZEjKHIh2{?{zT6rSIu<3hI;thxZJOP
z)|Ru2)(W&G6k!##ft-B)K;&;#&Ll4$hzu`7s}Dp@%tbqQAaZav+QNZI$cc8&vv&4)
z%YK*Wnd?fj-z0j9Ts67uV>**L4?A?SUs7bs7#4G~4=G}4V_A^S4@9ml#GrQuBJa&d
z`@@0AmYL3)nd~gR!hVVmI45fx_mH(r4BrIZLpgk5qNfRKc|~)Tl~8-$UF^ci;Op%Q
zOgAObQx65cFERqs2W24gU(TyOD5~p<-}~OaeQ$wfzt{(g_!bsH+4B7rD$0VpL|kE_
z;06dNAP6xEIJ{jIY9dkMw{8+ltEH=%u}1A!-!2NfjI*M#)5br{IO#M_Cu1_zPG?Fm
zY5izxW$C#Onlz*BWP0D+bMBt=yZ4-XfA_w(w|7222H)`zzU&vK#Q^pW-{HS<2Q>_J
z+|N(82B_ns!adR7#Q)wMAeh^(Ac<>@<v(?OoWuW)B>0JVrJWyl)foBr-N6V9F#aUz
z=@;H@4MuGOw3_!2_YpGCK2dhP)fyyO`1v2X0@SAALB0>7w_2mG@Lgo(UM0)D!5y5h
zVe+hzd>iRr?>f5(mbS?6jfXQ{==aV8mFM@SgUa!H^MuP(8uH>wATHTI(Iu2dz%6V7
zHf=8u7!Pv<55DgAs$r3Wes7FWs=}vdI^a{tOBl!Ni9LYV`Mt5A>iyn@pz8eIEKp9r
zw_Ui5t58U$AeH<K-~_8WG$?!x-R^tM!f!(XTxpFGB=Ke!f5uxQoDRv;{W)1%tLhFv
zB;M`i-<b$7c_YGsiFRRsNN(<dtop?uVbag<^aiN<;ScyX<iP}?gABHwh;l?8m8MnW
z(!8bdXx`OKYT$L}XIt07Y{yX-)Hk3WfvSM-#rOzbV^*0}o)COCS-6t^O_n<AGS>4M
z>$${wwy~bAtfz<dbhDn#tY<Cjak9x=5@+J(bMv^lTpY)9F`S;$a?xBA7r}9yl2dRL
zhd6{C()fDhXfa8TtIe>zR@F<4xeQBs2XfSu#bL=nJ19qWne>9i5#Z2jsnFt(R4=_!
z>%;hP9atr5uY5@g;5o!J5Krz$L4<MTz@d1erw0zz)gj*UY>E5NAK3BI_R>h8-3GH0
zs9YlPIa#v9tZ<B#QI2W?^2i{M4D!ez4*_{*L2(JvdyeW_>0CmcltUWR33WZ9Lt0dA
zYN!oT*Qjy3El6D@st!^OQP<!m26hyJ3*OqEwGL^8j6|*Au?3NfC_v&G)Jl-371sdL
zA=S*l+|*S98zhRrZX>r0bK~1G?1~J-4QSAA^9>HlAbJ8f5D;#lCkO}*<_ziraskTa
zl2L3Wz96G6u$A&qaRlTOMSyrk0`XZy0Qf|U?9TYsJu&01nQ_bc!Y2OKACmn+#pg(r
zlNA-81Ew1ic~D*JFHbDDAFx3e`cLFnv;50H=q|T+nC(rr{|$4sejnHvz5q)yi$u@a
z9?us1y-?37ZDs#&&*zpPYRCP)&QW_C<ZiaNL2Z%_xI5ycoh>F)5Ov~y;xb8eN>j`F
z4x*de0=VDYW|KP2Hj}S?^jW_&O5E*cn-7iJYifO?);62J-P&$9H{0rlTShjX|4z7l
z{|@KdIP#pqM#x|rNvxLh&vBn8?iLd3Jc)Il#A>m&$g!~f)#@@hj<r4xmDMe4n9;*j
zWCWb-ruf9VGG5!gR6gd56XRZwA5$QF21Q!xq$qQlq=rgd>80tV#06I+;)({dX4Vz=
z`r^d+F??p$r3JGN-Z|f8w?`C#Z<oaaTLYx%vbd0Fnb`v(7A;~A?&(1iZSM%sDfSM@
zdZ0-%nQfxP5=-i=CCO|<6uILv@E{uA6cs)t8^DJyQkY^Cq(P$yB@@60M`)T_p<=;y
z@FGSP+`}MVhT<$$+K0uJkBY0bkBcj{kBU)A@uOl=v$GO)iMj<KFwF6(i5`DyWzav7
z3GSB+s+s<f*~}C|L=B2ZsVEmKtlAEE-BMH+jbdmTEey>I;4eoqLP?Q)C<2<+C~ZhV
zV?@yiG6_&mF48osM$j0>Sg>5C4QK(iA7#@9YotaHgiL`JR^-nib{6ag+Hgr-k=MLK
zPPuY&Y7$azBwAmTIjJK8WtM1*wZ$c1BXtjxVcE0edUjUavhCK@Om3`djuRUr4Ner#
zKuf2AR%T+h6Q`RkPL!JftwpKOg0G1a#YBOatJFHNJ{m-pDZ`0=kPISc{z4~CO9AoC
znf`{@ew>TVh8*4)qckU_<mVN{CMk_Ed~QxbeqIXxFLuS2HBa}g`C#j@-|QEE{L%7?
z)!UmYs<u-<>l?hjukYyPH7hIK4OOe&WD1`gWLBQrJM@RMyH4IK6W8zlq_<<o$5XeY
ze(&82eLwlStoP+NZ*OZl{425#mQUYhQkZ!t1!bcjV!gH7p{`f|S@#c}!X;qxcmFli
zhYp~hqGPGQKxboAd0bJBfHZ22+L%gOsYc^h0*VogF#-~hkv7Dprt61HhAe{>h%h9i
z_cL_t{e;5%Nl6Kjh)NZ*jGWGpc5)quGdT}@dINNVRYe(Y&0SHPb&?vRs!$$|xU`^R
zar4nx0v{3rEAMHi8n;a8ipW!>FM{o-ozwz-z-J>d>tl=da2b~99op*{NG>83&8Qh-
zQ}PQendW4gEimT+MancM&QN4IQGRlv6Is}FC(fin%+k~k1vPHLjTmT1&Xp-)l`J1y
zP?%^;qV>5sg|X4toJ11=5WExvMP@=5JwsVx3Vv@hHVoA7U3IiF^YDv}@p!}EuitoO
zX>-~Jcc%M`T_>tLkK=ngSG`!WqSkV%ZDr@~)6}nTiu?DyT)lYH+U%r1zUCRv4UdNZ
zaw6uc8}p~Tf7$sF?sIQlnp57gye2$)?)|2|Q*cj2H>c-Nr<ehxMz$+RHT?i7p+-Ta
zrXN_NSWbh7kd7VV^k|IQi4-_uxG4fh1ZfsU!^xPOL?y6}SYD_XpkSkt(rNXvMx@Kr
z7f`3(*|z=daN6cu%)pWp;XwGW;V;9(LrZW8etZqbJc0OG)3KD2*@dD}sWq;G#Sv;&
z9j&I-Xb9_6L!5zAAr&T}qabt_gBcQ9OF~Z-!!eY@XJ=s&yU~z8AM1@;#O4?1by_NG
z_lHNq4{sdrb~EKmoL_|Rd>XzNZXH;92G?LEJQWDy_lC>x4fGj`LFGZ1^VB8fzo@Pn
z*e1?1{Jr1#F829s-}!vbImGeLkr)z)^9!^%&2^=LxIj=lK!bWDWuvTgkdSEu)Dm}D
zDX7~>=_<BSNWx!7!v-X!bDb2JsHTY@scc<_M5L`FVn4tr!-J_Lm%V4Fl*P(@ca~*;
z-}62{@9VPRk<;`g;-Z<8HlA!2+-Z7;Sm=LrX+i)Zh(b^}CfpJx1Wt%1+A=rAYq*V!
zX%BNME96?Unvu!U&dOGwZuxqrUn=*{oU?S^Gc6~KuRJp6!xh!ls`_YY&Ae|s-D!;B
zPPW2J^c>EA5?Oqji1Z!`jE4ophTY$Se$pwV=sn%5=bdIcZDa^+Lwpe8GT-Q4`Dc^s
zqvEv!-y)ONM2%)L1>+gts5q*MCOG+M2odC0UIe$3kMyGZr!8JOqrD|CdqyO_Eb_v)
zifidi?;Dyw?tL>9#JwaZu0k8RMC_zM=gDr)&Kx~v1KS6*0*{Z_6BG2=4|&bq+J^a6
zmGc`f&9A6zXsE27XJXqnafLa+?!tr2%VIlVI(LfR*Bv?c#z<kPot~nf<3|WJ>A=99
z6L_9z^rkqDGOdq2@K=~)`W{oeemu6G-Sv4Rp=9yIRZ9`85rO!~DcyhAx!*;1x;m9^
zSC`VGuzgmjv+@k#M6c{f!NGpQ%DCuu&cVqJk#K~^S&-Ak4h#$?$mmQnlVn&%G~aY|
z@KDd|d^4ZqEj*U_rum=q2I-M3?W8Xp0u7=ZeAZ&M#KU?=z?~<K5Fg;3Q@}gLB99Qs
zhL?Qm7y*|ZFAo`d)+yScibx{S!sSpalKe1LJm?bc+8SCypMM{~*!#P67rzaO)j!?$
zkGHoSS#y@vjPu5rkv8go_}^ba96nlaT>12_(G5(d4~q68`Vd5PUu0(zg&fo|kl=NB
zkK88@%ID=P@^$&XY!x5pp%e;GSuG??xa_?hT6969it+~n9{d(%2zFv=>M;Lz>ULlS
zyMO|Nd^$*j2q1wA{gQ-$J*!J>kZb0;xE}5}H^FgSJU<P;r(8Dt?<Qi4#$(9QjA^!}
z|C)Mvt-K5k7w4DC3KN53#R-b!@y-P$R9jtDE7c%lAqam9R@cQV$3Lrlb)nX2>3nyZ
zt*(458gHnm=wP-iFGtcmH*v|rV-AJMpL8+G*YUJFcq~ZEth`s0QdHILip%L_lu#fH
z;WTZ=ZLjQS?AR}?(0Pv{6dhvNDZN|@cK_N%Lc;_<b()qTa1yAf#2|5ks^_=5k~n8F
zuJ}}Mv(l<0l`h4iG-_$wqMU1S60vNvfQFDs+>D8ttU1Q;;F<A6%xoU;E(TI{mNA8e
zL16usDeVxTp%D_q4yceVYR7LY8ZlEJ%r3*s5|V&~{1{Be2!yI;&8}v&+8QlX3$w_q
zTyo@TS2lmTcE^cLXN={vX8A%##e(S6u{$vJ383+or#B5bpR~O8RD8$AHNP1&o?Y~m
zu}{z{pm_;=E%jKu_4+%A;(>{)%ow6rO8%)AEpsFaS4~^Pu5qmPt}T3Vn$=|s*jCv#
z*eo`!D3C@{1mOpIzKaj=l;<U;+0*Jtdb&J4o--cKlY+~-utDyScgo%JF&SltMQ})g
z(r9UYX;bN~QnvKNTp3XKD)@C#a+F{Zv|f=5aupoIrD#xhPw6GjE@zMPxYOc{&j<t|
zn4$&!(}zp3Qo5iF6S+q|j-5hdSsG40C;}E>{8}Q{w`CH!fWlfN%%UXBDkL)FF-)w4
zNxLtB%{etnFd|hKL9S~mgW4~mIZylR_b#`rKX7rlA$0zn(R-=$@RQQurp?{&>^*eg
zUrQH$_Xs!7M0nlvtpm%Lj^t_Mq7IAp^!2^|vm;UI_NMy8-w&gZNIk0Z7F&XO<0Ch8
zG2(?I3Pky!y`FF4Ev`vP+8>f6PiN^7&8w<iZrS5@%Wg?kWG~}0)v4l*i=ou#YgSuT
zs;1~cU6L#;D~gh22g34pfw83M6DL{4=M!C~Pz4TMm}OmDJx3Ae>$>Q6Ndbwjl9E!F
z#7K<=X(*(&Ni^F~xyWntl?_~EaMqWzY|g&hmR$jRC{x-}ZZ&P&Y^RXNS)8#Ks+Ou1
zP4P_1yADkHVpqh3=<TWt7q<EhzVt`qXJE%!Vf)5&@DW=wcJ!O4I#A`O%Hgwn-LG^_
zn3?ih^n75eNHIk93Rke%yV0BUzGZ#G+vCj(Tdj6$UMMdV>I!R~a9Fbzg{g}PFi{5o
z?3^bJmx)Z(_a#?25T@Z2tkmsAhnCoz?bL3UAVojv*UZ6Y#lTd}qNc##FFBY&Gy#e~
zt?JV$fczyX|Kgl*a?W@p?~E2Y6V>XqCT*3rLF>>sEk$n(gq7hiuDZNR1|kRKq}-L|
zD<?OWq+!MbzP2qIy(x~iVRGj<Ya(mL_@sA?;&a>hDAG4Oe`JlsM0c`RCGK1RsXo6T
z`b4x7zkrtlm)cGW9q1?7pvk&OwWJ}HL(C-Q|DWnvip!xY=FMny*<9mM`SHVRj*S>6
z{<w2{gR+0)D?dKGwJBLOH$b0>u~kOT>Kdc1rslm}7mNX%a(DNg-Q9PoX$k!~BK0y>
z$b&v&PHZ2)x5P@qIHUP-4zs!3X*1{OC%WoA<YL2zYz}$Y?Jn-ch(_J_a2Dj_ZC#qK
z2bKhy1FeB%pexW5$O{b8e`ClKcva^MdUFjJBYZ$VBhwJE@oOTA8&`8UGsT_*3gbBo
zOw1q2_kmL_)~v<t5aI*vB;Q#uLLwG?^izBUGBq#UPJ(v4_#7D9IMcL45frxPA{tB|
zF3a`xFbSST3sX$$P*uL9m1C>NVPY3QJcrHx>d@M^J~pnOzI+{;fNR?lr!TKw{q8cD
z`<-puUs$(eJKTS+W#8NTCt&dnh`{Aa;}?5UDdT)cS*UO8_mBRvb6YQN>=Ypu6*JsJ
zI)?E4KOq)u!Fvb5Af7=OAR-YVt@E<sVtLR1*e>^=rmj4WpK~9%Nw~SWdEDgYh7d>y
z5wH?S08vJ-BG1Z*u3>?~KoJqEQ&B9BR!8t%XHe^7ee|WP)Yhu7-Kw~@u2uV3XLtKp
zb!J_i?atcmbf?t1#hs2dm;K!&B0IZ(<m51r+{5pDzrWw-Yt<Y1^SBPt&}KwAiK6tZ
z{;*DGMKn(*(<EJCgMrSYWN5kNf-1n0@u~HX22(*+B>>mVJ0LmOtI8Vr7V-BnAAJL?
z4GPv^ihu~xn<oLkr>J_lkd;r2DkEpKrxO-^9oP{0uAz{~qMu;=Gn7M--zhh~!6mr1
z@M!4*H7z!PE;2zENiboiqJPN?M7NmlGx#&|O!H0E?iRkq)M{>aw@!Xx>L&Nb^u2CA
zfpc?>+ycJti5IAC+-7sH`yjU~BcVv^&h%v`qb%+yM<UKM$v2>-vj^-3j|y%HpC;gh
zi=o4A3%0yZW*`aCSc4|P#L!PUEK5yNuS81k5%*95jM@!Q0#!PrBWocdijhcsUPM!1
z0~*J>oUEYNZ*^$&LRyY3)PV!yln#`t^K{@eW>N<VTC+P)mID^A9#rMm_&O#ao*D;n
z0~j#P4|q2o2yONxELb1qg#5hx$0^VT@$iw9;4}D^E_=f=oOE`>rPUX6ClB`Rd@ykJ
z`l>5gCzgcQKlAM7+NB#h-|6drJ0s&2VmB?#S>3$x_Z=;zyS66T>R)VL_S)K0&sDv;
zI`R3sO=UH0oeQV+-TC?6<~6&HwN(a#^T4qy;b!Q#WB;f+HW4c6I!ls#;((5}sHQc8
zX|47F-Z0PC=v(1i=iA|X-8blCd~s_MoXkG5<{_41RUaGEtv4(dcii2iX56q~PW9~$
z_%<4xW~x0e^4PDU0~@(CF9B7=D1`!xibm-cc4=YfR|}kqRlm|vzuIr1BnGUSmN4#D
zb&0W4ACA`-ijGWHf*S96W>W}H@GDta|H0xn-@)#o4>3BV+&{8rWf}Q=<EtMl*L&9Y
zFMDRwZW1>({<im*KPsOoKYXqn{WOTf`_JJOnDr2$v+Fh<IoaEP1Zuesl2Z>k2+7Hg
zCd)3(KE$y5%#fdSJ;oDb0!9Ka3<`IJF@YA;L=l5TNK=*xX=>tLQIl0pX?a>+aY+!~
z$-%PhU`a_ZSQ7D;269SDazaJ$+%?K9e3d*2&rL?*bBKc^Yjz5TSKubroEFq$IENw6
z3VOCjOj7eK4|&!qs^=OLF%o%kP`oRSiL@AtwDD9MMW=YMop31f|Abu4zvCyJyJCf#
zpOTcF9WI*Ra*RA#mYq{tniDF1uxDD;@w&;mqBtWpShl!&)Aw-h?RY8m5qS*y1B3E@
zMN=0b_-YV?^Wk?SBwh|9jRsff7*wu(YJId}0cEQU0*PW2x)mHOMMyEhYdbadr%%)u
zd2G3IaJfobjli^Bplk>7p*LiUPV3MTbM5u^<@Po96L#9BWrwj_Hb@Rfvd~A6(!S(`
zgkem|-k6dDtjy9w>_zr7_DlAAmS$P+iC))E7vXXt^DuG$j7(#?!Vjc?WStECx;$;=
zsYet#KFu3O3e=m9Rug{Yzl-Xevsg*WN}8*&g%YYUs5XxJvHrkt1mm57^B?mko>2cr
zEZputaG|}`Lo6cZEL}Lgc|q@cy4g50R8pFqU0P0U+~2e0;PI9{JwH2ezJJy8`IYs5
zJ04l5UXOYcP#GOemOs%UXpb(elSAdWj3_fyILchLxW-UzT1<B1t$07)V?Ju;bW9x+
zwvjH*U~ncHc_(ZVjZS8GY)GDI<Atz|F=)e#T@u4~4MB%BPA3nD*=lfF;R8+^awT4n
zIinHTZ5oELX)z*s$&RprpftZBMvxPKB^#34?Ks(v?d3_sTjN|LIVvL~_5$d^NK}zi
z#Y`2Bq=?Eu_{pL4su~#{U_g?zn0H!v-noUFlDS2@_DU^m#OMwJ+z93`{_i>!zSmSx
zux0I)D-2&)sA8%LsWA8LvHThGlPPM0hyrU~J_b--F&#Ji8;X<zb`#aDJXt&|H&>C{
z>v7i?cq<)xNUVB^3<Og2EUv%Qm?H-Qns12vk#9lU)1cZ$Y7E)Hof+sudA82waHYFK
zWUj85EY?+%ExPA)`dM0YO_;0oSZZuxRGZ2qdQz`(?l#0Q4zVqzDx)cb$jIQJ*J`Po
ziNj>(S^do>|3yFHA13}F>&$jfr=`)1&A^Ci=4^=emYGpzj1+?I04mkFmYEsVU%;0x
zB@wKoN$kQ&1S~$*--Xk)usCT)7t$~;(%l7ZHMI*((q(kvSX0IEiH24JEXL+olqI1=
zdAX)gnx8g30!q>pZ?4{HM8lPy{_UsURIXlCGHc{H3-SER4V^odE}FiiecAfcZ&73G
zn_AB=Bo_7kTDcd%v+K#`r>7HHN>+30w!z5fk$dxZbiee8%Kvj=R-FMyi|94ka*%tQ
zBi`k(Pm6#lMV-ySo`+%8ixP-y@ABJpq-_{i%YH&<xWR6W!A}6ms0uZqcKEBENRKKc
z%bsL#ak=B!bJ&Xh%e?X4JQ@>RmNXJAoMaM6Et4jYmTqLy!eXUt-N>xryJM`K8JqS#
zl;T0AkQwY8XGB0m6wJw|&M23apROw>hj7u~KN>1EeEIU9f5g)5+y5L@?&4zX`WR2U
zF+=%c`|HZ3uOBF9-UqkJ2+>c2et4MCo8{tMI@i`okXy|A%x{?A5-E?CtqE&uJ%$=y
z6^`|qR%%0pR%^dWRk%#%PD2&j#J02KOm-gI2<Tj%xa92PcvlGjY^5p{5J+4cqTnDj
zg2vvB9Rw^k+S-joQtE!3CgA#$DS=1nSRDnii?^vmmM2m?GHJ$I%qU^y7m?Ar8R~T(
z+J6IUzEXY|q{bdblnY8>02e(Kz2%CBjs`p%V@%+=>J7_d*T~CsHcCZ*l}#^Gd-cbu
z0X;>K7!iNbXom4ESx<gIxN5?VS`R*tcOx(I;v=#PJ;WBHl^{ujhH3Md+8ilu9>X=`
zk^hig^|4Kyclh4-?(FmV>&|!aM`AniXCMy5Nt!f(374vYI1rW)j@V=wAwcn{U}0-R
zJFOapv~;WxCc?JD2<f056Q#|@mjmnACZ<kZH%28grJAOxVrU)Yk13(s)cCUBdrlx|
zwtRkl_lMv2`8~hq_dGV62T>61E|Lm3ucBs3MwUw+P8ySKS#&~)QO<#a<Cq#ix8>$&
z@V?JzI&K&G{H?xjU$1YkkJ$tZ>`O+r|7{*-cOaP&+@>ZHWK`;TZ3;wcibxa$I`Yox
zaz(T%@1kR~-$ckN<M~9k7?gijWuS9Pq-r_@8Ep>J8VF=96-j*doi&zM279#c?Le)S
ztJYPaNUn5aePcWRuz{`A_I>}=og2>mcqO0vHBz*#<$42c?pcQ81kdGQzQ4)FfcqB|
z{seP`KgXQm88JIEc?r{VkVXMgcS@DhK_R6|=@5a@oAFul07`xzjA3Jjz^IsfSe7_?
z4D0BHsDW0DaC6Xi-)%Z>6#6`^?rwLld#{`6b|ZH(u>H09sOg~XZprC@C05+Y&8a$B
zk?EL-JwmCDXtJJK=V2rhd42>>Exoq9>HN7h=KeG7+L0e>uJnqh*W(99iH&LfKkDDv
zasBN^PU}0)#vc+cUIeJL&3w!jgN~F@6N+3$qf2&FS%3x$-nHWeTwzM}XVEhkLM6qa
zYv?PKN)@BF3qi$Z&C81gV6gEe8DGX<T#UtoJY9MfOOy+3xP(m+Q*p^Pv>y2DN54|a
z3j4ygF>8NhAS8rK!b-S1+#B8-J`x@dbK&N4dGKonRANAeWNg<c{$y5vcIO2s(E<`K
zfKQ$Rzq2BDSGNy|39w|KNQHVX)w|W}aMC6w!bP1l^r^!Hmjc%H0wo#6IZev<Eb7`F
zAr1o9%-1Ebq?9hyF;o*MfaD<p1%pNd-Fjfp%hUb8Lrs4i{(VyXWblSIf!rVLA9+8F
zCM#;I*u6{JT=AASk>%{iXu~g-YqthYXm|gu{YN`JnE63P1!}F+wvN=<^BiOwK)=eU
zcSfn=nMtLSO{pjy6jQ1-9V|+zu5>V(QiJJWX{wA!7?)Bl=@5)VXFB9hseyFJX!xbK
z#7CNvI55`d1F^S2KET01z~ypsAafj5)Ln$Z=YFV&QP$sA+8XVS;!RN$O~$s5qL-<8
zOeDECM{FeF-$QRf?!{(bb-J@8a0K#P)7OyAX89L*jEc+AXB+ErPh&gzZfw_FDJ3_g
z)3LFgnTg}4Hfldb9fW;kJw4QuKsqDQAGGQd%p-D=j!lAftpc<hRLdyE0$SyHd8bp9
z>PUx~lxj?etSMClghb34Ihx5!JhmjIM+eo<NxCdCdmN-6;IaO}RU7MJm%2uO#@xgW
zozp{)^$P4~W`~x*<**+&)u*_Iq_^;Si7w;>Qlg+SrJB<r%6%2z1ixN(rNCmwE@})c
z@w<xEV>I-Mq97olxe&(dK7C)G!@fWoh1>+$Tt#jwF*|ewhs>~yY}kV&2P@HgD4pSC
zni@%BtF4(|25cZvu9aK2^yzl8_w<VXo4Xb-dw%OTPQJ&)d-6DUPLKXXyLsDzmIJB{
zGq>p9!YN$T0cF7qhc0s{PeLiB+S5Tf<s!tx8RW_kt+NBQcvBWxer`8IN@!NXHalmh
z?n{;d^KH`@-|S%xeR8YRE%i$DCJ9MN_hVA04^<MR$SEPS<Os`%$dMr%BW82=EWQ3u
z^&8N=&iZ|*VoB463RIRWCz3`uq;ySFs9xJrp_ga#=7i1`!^|xs2j_~TH<TKd;e7Ux
zJ?vyWAx}7jN^!(rhwA*RJS)AK;@7-_C`6(LBNaEKEk@Pga7(Hql11AU)5544iKXHy
zl|}63uxJ%ju_TLLP!_A<bjaiO6uO_W@?hwBV(oo?*@tPL9~aX8n1{Ez7nYcj*X~0;
zf>cQ~6A5L)QpO=<L}SJf&rp%D=x~HN1Iq%e3kW&Hl0ZD51X=^#f!=^2@V?)j#p8--
zwTh^aW*Ltk`@D2S^pLw2-eA0cgdgTdc$&|muPSCiY_9TeTNJ16FUsP-T#iPPm9x1a
z(J}>S6a9o$7g>r9*Ao4+q+$Y8l?<MTJugf=dV?Z}t|bS!#WD6J;l^yfu+SK9^A^fp
zjJ$>L%pJ4A!+gHrVC9bKX+pm~n3pdeAR+$;2~uh)0GxhOFSqQH@)3h1yHXk(=@6m~
z1w#Io<4K7)=F(GW6*~X<cgxYXjz+Y`*04pBSJ&gU=aOG6(#nIbAuX|TU5D&Jb!(WJ
zFaC-fQPZ(Fu5IG2)1Mw)4<Q8CwFwToNc+>d+(qVf?TyL9+6_}YE*wQKjv-!huBz0z
z6ND+)4csZB?kd5T*ys4?#BVtdvHSV`;vwe{JIEguhnyC>5s6Nj<;_`q=%UJv2VGe_
zs5n%4Jm^jp=}~2zF{nl%i)xiRRT>ZJ@y`Zqv0<Cc8I44z!8BM+NU$<A-e%z~iW!-k
zeS+O?+vaw<z>&`B!&E}o=Y&21b*V@|>0kgpl<6f0@+Hb+{{Y&lx>~HRCJ}D+NJ0DR
z5ntQJ)HRBqxkHIFcP=<#&Z9bbrP0@+5a3XWiWod71ZxMuz1D*O^QTY~{&UABbm>aP
z^qU<$+S<#FZQxcb&_W1>t$aK#=CZjjGl#X;wNu*9Eb+J(A4BQ%Qa}=uT*4j%KLKHs
z`i|1Q!P;(b7di{J;4SpCrf2!*@r(Rv;qQ)rdaOHytp%^3W7acPwhIEUXp_whXS+wy
z@;%PfX=|0gZR?d!*^bEX*@k7#Cc8wAGP?$uX0JF1U1m-e?Yc5ArnF3uAPb)^J*>?A
zAglw2S;aUCWX!;j7X``%2AGU`N6iyBO#9Cw{F{Gi*GHzcVU#^NI*E3Upa1XM+NZ3y
zU;D?6+uEtqs1t1YLUgf9%iY#K&<-Q!qwDBPZ;|sZ16Mhzt7(Y3r8rOe5JNlZ5d8$r
z46`V#c#RNBz+)=W$K=&a0&a+hrx0rodcBZl?Ig|?XYof$k>ob_$%2#@Rfdu_N&lm}
zY+#!>?=b$pcW2-E>ul%l?DH4Cvt!>Sc0M2r2?3IWtfdJJu$F|-;UwLX5ZE9Pz8Tbv
zuu4F;uoVy_O*4rNC=m(?p_sN3-J~K-MPt*tlvHE1D~p)cj7i%%F^IkQJsT*KCR=ZG
z`H<r0{r{im_k7BcTwVU!A3v4cIy&azZJyTqEY3DuS^_d*3>Z;ql?imrGWd4@i45&{
zTw3Z@?t0tnV@zI?KLyWSq<oAAeH{m0kIAgBYYb#LsVCcQ0YW9^slYTivq^;O?R;X_
z&->HA{b~65f=3DZ4Q<PumX=*x5>zJHc`AL2%S$)uX__mvi_)7*OJ8|q|0q_l5&-H4
zNI^ePkb>&7WE0tB>NK4*8al`w<nDYDa4}1aoo|`XCM|uIA<Ky6s>O`CU1PJT?rHYx
znx^1)wNl31XvwlW%`ly;oo893EKTxuWXC{~EO-Ms3q#u-3`>0yP7%M>yrQMPAn=&k
z$r`a$B*Z#(?bK62Hr0SMpEnPUmCj38dZhe3WU0sobw7N(iIsQ>(cC4n3L0q+@e)dE
z_&+kb9;sMK?D^3ThlXw+PyYS6%JkO$w2)PD+sfwV{fQT-%*Ku1`~5f5XYSIaO+;7P
z`BgZXoo;R1vHi#}cCxn2=VXh{^Y^ue-EcRxQ++k>4eEH_dFn0UoN@_VD*QnCK%EpO
zU4Ieoy6*FND>*p84G07$2%ReARTXlA&6k8pwGZ~GLvTnnLe&@w;Lc;#f-8b;!A(Ib
zn1XiA<m)yk%~$m>vX0pfG5B|!Mly8BXA(Hk0aY?$o-n1zxTZvo+QpzKiKU{3L^g``
z@!&+jag;nD1xf>2U?gxA!E9aZ9ryy|bAXCUr5<1j3=q!TM&s?iGd-PfOegN(=N^1K
z(!U3ZzB$1aqeywe^{6trUHB#N6o#cTKC8MCRib|=E`iMG>Z5hck*>z>in%uiE9Rze
zU+z7%<if7*@0XXqx0aZWw^tmwS(d)mdwSi9hT7W0>lQ6;8~j%d>^gCMfBUM%i}rpU
z>Fz>P95KX^>s{0Ahs6PLSR@ad2h77}lEtIy6)>lU5Un~^hwWXCye`e*WEhjli<14O
z#*+KoE{oOb>LLN8jqk#GKmmvtLO?N*=d?Ra6O6Hs_DpzT9{}DI@$r~IBe_4;c$@PJ
z!SRLFw%sKOP!RmS&k+DPa}bY;CJGY#eiZL$aMASY-_<z`y}USEFbQ~dD67Pio8Zb^
zW%8VIR67Yd{A6mw5*c>IZC-MHsB{UL{@q-C=buUc)%2_(UR0Dm0D})f4&*72{tVA#
z3Ce^fwBccJM-xgI$t?Lw0+i&HW*sE^Nve#YQpAL2X@n?I@#cnP9H5bKBbdx*n-S`V
zxx74-oc=>5lPqO|6l|k5QAel@MNuiTK$~TAi`#8B2V27;7nRr~JH(E#pR&eo_8tn}
zE2IkY(G+d&(LeA^q6gQ3X`Oyzu^e=VJVAq%j?RjBqX9<R35^DyS=<RM)}Yb96L>7>
zi0K@j{TpnLFtPLkmrL0zfXsX{8WJH+R}`vFo+ZMeV)zuRW6wkyqTD41;gxrtT@%L#
zZ*9X>X?0EYnLT@k8(!={eCwYXzA-w`w&wgR#I-EIFIqFRxV?AXOBcuCVc2ZKnpPs(
zy^1uA!|!Nssq}i9u$dVvW8*j_TA)<9s-!yi68R-}v(m|R2G>Trlr7w=;bYusj$aO2
zVK+>|J~#x85;PKxkmc-+EUJ}_exSx1fsL^?+I)hy(Z_SVz;%X0d>HK!O?N6Puh5L5
z(mWFhbAqHA%|H%?qEW@<_xV_x4P6tBe`E+njj93!UJ6ar$bIsVJR(yvO1HQD(TO7p
zR8qt(%?bSV#Q->f1V~U<v{5J5I|<!r6R0vIrgBS<u{DdUPg-ggQSsJ4hR__ViUQAf
z$PzE}oGc;g>WD`8C~b^J9&_sxfEB;Os{i*ahB=NvO$ECN#Bi#^)1!ynCDVwdjF@DL
z2?a$!gn|pt)SZRjicxUU^_IHT@R#$uD$|=5r2qKx!s}J(5vKW>e01YbGFcur!Jnm0
ze}v!^22Iw7O@!fZ9m^`v?ZZQdABtqd`Tm*zkbiRhstOrI=ARirSu>qTweTneDdOLk
z2@=*DKpmBW!sszwM#mH=!MQcNl$HhAN{J8d_IIMZtwISgPF?^qD1?NT4+Mum#KmfH
zjrf}QT5v#oBRCK~nm-)8ly@!98fTmVHIyRV8r$tjdTx8}c_@!Z4OriS%YX$AYA%zs
zT<(^Wat2+m%$I-~upIqcDX41pz*d4by~(O)d7iac5j8K+97cND8EW%-JkF%!eFx!4
z5w|b8rGseWDUFT1-s*-U2nOq7>#t`speI`%6Zqo)jMn!{>|WT&YEVycVv}>|*-(<e
zr@qRwqKeNixJZK{L^c3F>D>S+L)4{i06r?P0cO`2ZE$vnxw$APT(pxfn^Pee!=Z(c
zMVS#T|5`-PWg{Jq;I@JzV_@pT*1|$qpmv;SYubChVd;7zzPRe!{q|Zoab>EZddm<g
zo+vDApXn=FQ+=%M=)SGnR!%<HS@GQaeRTB7%hmP&K)jR5WPU;3GxUN0h=E(0&8N{y
zoS8)_l7CeI%VvVB08q}-G@pVeG_&**r^8`4a|h9*Z_FL=r-*V*7DabE3W(igVH;_u
zTB&X-NexkktJDqZHgymCBJtUH{_E!Yq7)n(J&(0Sggk>tW(qq$vcWHN0O?pTeFp<`
zHes^@%29^3MnjP(livbm8#*E;r3Hp9QVX!LSUs3CL4=Z;LoF~E3k=FhgK8{12@Dj>
z5hO(W;jBichmw~iVi1d|lTSEAmqV9shFD`l;NkQB_xe}tJGp7>&24Me)jDgv!P?+l
zID7Y@_TK8PoxPKW-U3Ht=Ea+>9}XV4KNJguN=`({$!7QL2d9><8{cwlEd9}MG~|m#
zXu9jkQ6Pf7m(6akn+P#z7?+KUA|s%oy#dTf)O`DY*{&AYCeAzleRn>e<6L}qem~;Z
z*^ZqY#3@eVyr?hXWv4tcC>#YRjuM9j7*fzk>B3-r@CX#DmXy#i9vzbcNKi;%V7jVQ
z+uCWPjEb#Vr%o&zS=V-RrE1V=K%9NwIiaaK#X6rHTe|=M`#ra4Xwzw;kl9<<*Mfe9
zB&Y&>0LB0XZtDlAgl)rh1%ArP@S3I<6wc-&HfJPhBdKo#9E~mpm8lKzYPRiB#NHer
z6cB-#DFkCEN;ZFdW9OGJaAW(y1o_IQeaFuBuQ;~;Uha#rn}3Ayrrd+A1OFTv{#(ap
zoQ-Eq-ceZ*R$NHu)l$eIg*d-t7JM3Qk~&o&Ye$MgHnV`Z6*|oo3J1-!OJ>nH7)Bx?
zLjZ|Bm5NF;E-+{pG3$x|)55efJ<Q7tb%A+@`G6T?R15-(R1g?gW`Kso><w4pg6RO3
z#n~4@WPA!Vcd>CIX~z4AHK2XyYwu+r!h89p_=3DC$Oqbh&x9@|`cND28-+FqW)=^R
z*Md@@kb(3?%4<O}lD-5zZmVrZ@lZfjTBc*mbfF<tDJu>^UC|>@1u&`<w$eU+imPbN
zW{ZL=1Ku^E>>Ag*6>yEX$P=CnpZ&?w7hZ?eZ<VcUXcQ_BFWfEt=*K(T``=Sd?kwda
z4^FNyN78WKpS!a|w_vZ`0gG0ea^-ckx&NLy@GeY`&YwCBay9t|Frbt-D9!FCcNGlj
zhYN<;Gy1Fg-{}9O|6H#v(!2G<LT(kep6s@5C!et$E}-p39mb%f1qROGF;o~-h79qE
zRL&PN7mRj0VL@o*5gLuz8EAY~!J``7*7Z^e$A)v?!XpA>13r@0EL4;a`P1fB3_D_K
zAKpCVqND;pnq2*tKO7o|Z06NBsEKXFTl>yl`~|aP)tZ;M2f0rnIeG&oZXFKlN3u6z
z-P6w>*oad`6&m{rB?AFml{|KhCnXmr1xreHBz-2c+3OW9KwvN$0dQ!T!Z+b{#I6@5
zUUyIfiyc~3yO(b_YZ1pXME7M25C*+QQ-&Cq+-9>S?PWb~Pt0@EqjGz~o)ez)o=Feo
zN%%U>eWT;%U)cuaXXCi;X75g5+=Z14kdLoZ365hqie_nk6Hrr}T8D%lL*}{X448H3
z4>8f?D^ZA84^1f2njdA_s#&%sM|F4imOx{idb&wIx8h#&vRw75c|+u)VEeVMF5^UI
zf6vdu6PKQ9#Ca^foLGzk-|bwK%pyEgfCi8NA4zi<%0d0WwKei|?ViZ4+TD$Vn!}Mp
zwMXU-G#0UTx1A`rv!YvkLR>3u6REl4Jk{I`+#?l;Vj#NZbrnRSy+=Y)ukYmCe3*~%
z%Xk%^A%c?Su`OD9-j)D6S6o;Q+RJ<GcG|SCSI7|cqb6RD-|7a?YCpY5OTD2C@ehfq
z90=1A-9q=!Dmnv?UTppx87d0F*i9$0cc)!5J3ig15Um@Obc})Zcl>E<B$6+&YFe$Z
z%#Ts!f_QsMr~PKJ!e5Bu=2dN&7CWTw<g|I>j6|pzYuw*=67s`h!*Y3X<)ZhkQr}jw
zY~zu5JooIEqyK^hfAt4yY+XG)$)~n{-*w}6XU_a`Z0&y7O_0p44f}3$UcWJ1DK_j_
z|J^dL-QkPOnX_W>_uJQXotR~hx=Q0j{N;4lOZ(Sv=zsWj<qJy}ZhkdY*-(LyJO}l&
zMyel_fnQ%jmTN7>rA+Tn$)2RZq+~AXQ(0Z5on=@$t*{dS>v5WPdw9;(>G5z{o;SM7
zO0o48`Q2H?c?+4e$(SLoOMbtjog`K10PA=A!~U56n*XL>jc-r*&-+#WgxGO;CZ@5N
zPE2*OuM{xnBMpwW(>{}LVTusi?3CJ0S%)Z_+VOwg743ft%+<JVDDsESD39&D*X}Fr
zz16xz6c;?1`{}Hzsvmy1EtIQU(%clNp!!9wW};<yI9l_)iLX}8$MCKsRyH=~4t?}n
zbT6$TKdv`aAoZ(9T0l`Ppb)r0O0uviMs_Ft_LS^O`YcKAlv%cn*wh)~iz@)yXtzsC
zW{5GA58GLrJ<YK!1Z+Fo!(Lz~S&F?1-v%Ds$&^jt91@FVImJsbogt14dC*mp(_^UV
zsz4+^DRha^nozK&?wuuz<90Wvf#5OBSgNHq7_5ng%Bt^=5wW#|FIGeok*<ki%v+Sb
zcI2vIAGHk4-~}&UvS^qjid-dEyfQPQGn??kOALTI+ICRSn)jOU1fvD*h*{l|%c*12
z#l@`C?F>6(&YMmO-<)uscdDETq2p`QM2C#6avTv&5$aeLiPhIGsk1vc-p&_qf)38M
z2>@h`=qzW>i-$xq9^@mqFjnV>hqkh4O)wO#y#~qI<3n?5<1kTG_2eQUOf9QHGvohF
z{HOcjv60+S3uHUj?d~AI(`rV@k09jR5b}eNk>vH>KJRB<@}viPToo?K)#7S*^|;i)
z#ksf=Qk#<1Nx|iH%PyFbsie<oMWM9B7m!N?pKo^%7=uA%?tlzhy-rqe3xpt0PPUW7
ztf|v?^1$U(2TMxSYDydQ30^Cu2PRn3T*`8TT3+90gy}+7>(+*~F|8`BJ+CFSiBQLZ
z8RSs(eku0}Dth_Kr?8?Swqz=PwIW@@%}<wae)+;TDtJ+|yz?{E`>a-z(gwfX?Zo^Q
zwr<W>ImpvS%S@6exgthPH#-(u6r^>+Bf03(=D0HgSBK6Q%zok-_~G_T*Wdls(cJs+
zv)moa^CY54Y%O_uBUiDvv?%=Wy;roMrkclz@^a$v>HGI#1$I)*9yK}z16V2Pk>F^O
z0-2KOq>t8Ud0CGa=mxR@@cKap82Si;Oc${X1WH)Dz)Ug}gE?b-#F^<ZhH{v~7`17J
zqvZ#JuZfA4T-EaUVh?JtRLWHO;PUDw%<%cE$SX<oxcJE`0Z=bOeJ}?7Qh`GvjSi{a
zXMJ<>-yn!2azQvHi%CI~l9{BhDp_%=Qmz__f*PL_JZ|wFuQwhiPu8D|(z8l+a$#pt
zsVv%^vO_E`X0*&8tx5ln?y`?<;=JSd^W2@!XP<p%pMB@E9lxGq#}3I6ATNdlAC#9Q
zKnPIgti*|1GAN*w*Qi}oAY}uFs74lAz+=3O!GLLL!k}$LcxemMqzwtmv`JNqU?O83
zB0`f=G;NKu=gxU6Yi;TA^PK;>@ALb8f8USAY<62!%2PNWa6|W?BRx9}2K~OgyqHgY
z9Fh@-#s(|G>GJZ5mZ?5jmN6DBJLMkvx~!9Hl;_=ZFl8A+<cG%pz$0~EsUA@2Xw{->
zgBlOHX<|t2Ks6fyb()QtOU1ac#%G4|^W#!R7n&K)fOrM`M*idlhzZc1(eaoggJc@F
z-S4v8=a17T-$nWKF%ZJ{96h#pp<Ik^=5%3c>9%W&8?t9(@xnK*)HY;iEt@~bUpgWm
zKDlW5GHmaSH6<m>hwo^i0~TXd%j&bg{bGBQdV><SHohR+eZRd~yH3osLYTHDd*_d@
zZfkRm-YPK%aZniaC^ol3@`2{0r!i<~PMRAf(1`MPSn-CF-~xub`Qs#s>DeUXPI^3M
zBg^Jdh8E7M&bCM(Zx9#LYB>hkfG;2i5`pW1+W}JDo(S{=h(Jx`|1L-yaN~1rP+hI@
z33ty4EI0_AgWxkd0Sz}m;9~;Y@^e~!hr(l$&VWR$^YV)Gs*bU;!X2MgH)i9@7S0uC
z;|tekKm2IlXTw9ev?gQgXC$&m|IxNcJ<V-^BdeWgp2bj_zlPEqjaYG$;yFXZ(*&GJ
znYw_U>mq5s4X<^vZ3e`GW7)gT@@z>iduvWU1&WTaO~*GOD`A^}2+__=qn({l!H`0W
zfSH;gV>GE?s6i0=yoJ0cr5QfRv5P~EOPm&wiXrB``Y?O*+O;oWe9ccfA0FOx^v#p_
zdxO7!oc;7)A3uWA>ptnal>PhVL;LS-K<^OBCJ7trUBrjriBcC(f_ZL5C<szHC(oI<
zrI9|%CM_2@kY@`P92ZV;`e0WcP3joh*ix7V5ZYL-ncK+i<W6w9>)dVbKKGO(IF$<N
z{DZwt=&UWy#qwv9kZ`zC%i{@T%m@P~ZZ}7Q4!7jaZ-NmAT0*WM!a=b>Rbd<iRl>9L
zF?&Hq7v&2xz;2t|f0sM~zgL4qBH+;=5%_&xFb;|N{PSiv-e9V#k=*1QtsA(!dPTPU
z#d)*%Y6y#ddU4eo-Pu3fC|X^*;LWlfm)chE`kZ^xFdvqb!0MIwl|`;;>$3efe*C9%
zPqJO&;dnfIGxJIIz0YNp0JAFzH+~E8Uj*D$Ty90OgsI7H?lw!J-~p~actl}5T@Hsp
zO6M#zrDt51v8Sjp-AbO?OyRT{nCdli?=<OpO&^)=m>!r2ld8GFe{iV{+G+~cPlSq`
z>;vOrN$aU0H9R6~8&%!q4O)eu)!ziXJX!*r)C7EXPZQ(?6_O??AIfLgd`8L;AvT<W
zjCtJKzA;1?sMRM|Hr+9;T%RK+l;pY68TiKulqAbm%sbP!YU|H#J?KvF&pW;6_3gjf
zUDtjOzx7)G*BvXXA@Z#1m2l|l>vw-~2?p1}s!!{_>_7K&So$Cia=8RoYu5t~D-q;S
zCb2nbZw!J)=UI>DOC}??+HN%3P3N#vq#o_|QT^B+)U7sbzT(AM&6S+2=o1qnuKvhk
zk4T6$-dAot??=N(w8Vf)HWoETj27#d6PX!8#}KBB&a7j<&50aV>03N~I@C{DdunB%
zcp-ds?JrY58vgh4>N)P&`1}po{@#OZ_SXB^p1<r^j4bDcB&Kf=)OTJ!@(}v~y>kqF
zt<;(<Am3-1BfTj7FmRqa?>`?fETLo}A@m5iAaMTJ)L2KXGj=kji^U?&ZJZw87NLcG
zEbrrGKEWU0Pw?bzeuT&PK2%l=*=7mBo)83~sqMXWR2|v2FC0M<f&?eH6LcG{!7aGE
zyE_DTcY;fTyIXJzF2UX1-2;3(-F>?I-0!^m-g)D`|4xko)Sflhv^95)xmdrdNkTUP
z|5V`D)?%zV|LV=Gqxc0chFs?5sJ*>hHQ6Wd9Nwg`83K`0Bu$O}d;hRctTis7s>W=w
za_d;QCDbML{pvcgpMm+%-o`qWn6kXp&O<x-Tgv$ZJ!;;X;OY)-FR(L?7VXL1AZ3YG
zjlsm@5+74yWq7R-IX-m&D$|82DK>vecXwipJmiGL)XB7u_I5Q~+=)#Cds(HX6t@;o
zBI1{QNrZvDyuWb5oLW&-RiK(ATd%EJnJ?mTE5dulgLh4rs)|LO*r<@+VDG9$v7vCt
zC324)G#{kd;7KK2TU3s0eS)Lyg+eHI@ai^9GOvA7oL-RHpKW;jSz%?eO$N(h*SJvW
zyGwndtI2yt1M5aa_ZhD>U;{E+xP2&ugpYVClt4FchIX%uyZ9{g2~5*bQO@kuVj4pr
zwz&hqUfjUAL*a^tAFWyt(SZr<GsoId)V2kdWSM)}7A(F&9TioqdFmhNcR|7|mffwc
zq<OV0>1<l4=(cGe-}EuI_12rt2-h@t9x{`*oWhc0>>N0vWkqagXj)jIg-vhF8WwjF
z&Pj~Xgook9qh(7g-?j*k6vEHCFV+BXZo=x1-zX=qCNF^%)jkXqeinGakvYSbKXU$K
z;`CW~yJJUp&ADkMtwI=~rt#?yld|b7!vM~LXZSI%G{l2GyT#B^Waq^oix9|``H3r)
zi@k+S(1A~k5=MtH@ThiYjy8`TP(U_bEOPIecPut@_wXIv$pZVeOBsC`;TWxHGSo|!
z^Y4jmCZO)wCm))$MLO{9Q&t(Bdj4$;D<E8MOZf9aY>Xb!RGR24|4nXT5H<Ht%gGlv
zW9tdH@4wMxW^greZPL3SF+A>1^(4lTN5^bMH{Q7aBv^U&)Lic!Fx3(b`20|9jNycS
zjK<#;6#*Qp3R7S#txJf`xgxJinE2|b@7VG3<XM(4`B>5>oha5x1iAKmyO_~^YL1a(
z-T>hk<B`*B<e3A;0pQygW0vFR<llFnYd@HCr5L`hoti~t_DOpN--fcsi);RZzzc?H
zZJDtgSHz;0Q%r@b9b+vIpM~16IlbCOohqkJF3tl`m0fQQsCn4BX7ZDDS|-l#qy1Qb
zQDa~yC<r^F`{smqqSi8BQXMJ%Lb{_f`bkEsq(Vkr>1Jv6a`50DRF!_(Vrb~pqj|gr
zk7J%XbE=E?^H~oZ9@eW@c;@Ay`!xyQC*rUWCdfT~@CcD$DSo_QG971cXVCu2`1wv+
zMm9!K&;q?C{!6`tKml&gSBd6%$U0IaO`K36hQrZO8btW|XbH0XZTTVMwUXh!=fh^m
z9^B6~XJK1g-oiV(<WB$RjZTI*3F*cq@4X=%&aSzk&ga6!<<XE!@i9az2$AP?)1a;n
zCzE$mL2xhQh@Bg<obY6YgRBOSjIOUmvM}}#gTwb>Q05E~G8h@HHv#KN_fu|<YIPac
zGKwY1#5UQc?aGjjp<Q96u&rM_4>feM&eHJ1af6`LM0m%ojDBXgOzgmO4lkWq-i(aP
z3gir;XE=!dvu_0hJ9J_)4R|`)1-N3|S{4?f+7E4$hA3lw-q1sE(^{82dp+lP_C|m=
z8jo(C9j(irIQVhPL^0Z#Qwie!q87a?cDJuetO_De-tje)@L~5O3GyXJ0pwS^*;yRn
zpYguHECwhqD<Qxvz!Tvq!DP_+$KKbIc8&P3y~!VYnGe6?R&(UfQHE<0=K?=~EJ{jS
z5k@|S!4yYZ^$jD5cA3C=TKQbMjc8|jq@(Oh>)RQ1SsYU=57-CSZ!3XR5XBhpYVDY@
z8>SD}lK6dJOD`w6L$L!dryUg(nO75N=CLWBWE@M{c8!L74Oq5I>HIm{H6a{!uhd%W
zvb5xscR-Cs5vxCA)x-x7-dt*Na-Y+Ueru>_=7?$%!GD^g4DT?LK4&HIJUdAe=?9dI
zJMGtrs?Mdi?{!L2c1<L)cj}>)pfvbA2fr<>n1)=Y=er|Sb&rc5y+Vocy>cJ388JDd
zbDwe)!=(@|Ac}>y%G&;hWgTJ|jqU=H)(KhltEM_3^^n9x$S#-3qssYcmYaQvz>M;2
z_w|@#$_Fq80r|V7Sj<hM^C7rfO8BZQFv4cedAJ@pOZ~%%@JsSe#7}(1J?IDs)kB?r
zBJ5u-RJ*8=O9oGy@PE+u1&Evv^D%TV*_130S_X0Sg<F@|u$Q(xBcVO;98z#b=XgWb
zgdd%<q4-T{i7X>dcw<^WO+A4pJzfau!<)j?*5}n<C{gWklsn*p{Z^1MthJDv`QUxA
zgZK4(!ZBe|#85IwHIDY_tyf!S4}wQ1BfNNJ3W8r2yy*WBopIjw6{IIZp7X4@E#zZ<
zI~VVry39JITlVfn0qwct1XU}^Y$>CXJBi9=jyQb4z$a{K(RJ{<T%u#@0)JJh`@#Lb
zeWuqUgn?<_&$_#QVx8bVTHgU^=U@5Bd5XuIEcv;e>an5WzePsy8(sofCNR#LgVYXG
zzFQiy&phvxTrJvwbfBK4t{!Lil}i8AB#>_6qk<W+!HCLVK@~u;(DCY1sE*!|8o!0(
z?nZB#?&EzRMU*8Me@z&I0UMxbzJWgsV<@bjD|k}Af-Z`iPheHvMb}7=E8d*C<%lXc
zHkj_c_u?Alx=dF?Oa4Q<*&%Z7vQ3Yl5LY(j5vQN&I;dUIZ-w)4oyZ4GP;FqR^5vd%
z8-gQSoBx#A(fp3nHM8huT${>0OlcdAG^w=%vx||Q!6ev?rm~*ZrS$aB3X7!{vm`kd
z`p?<)arx&ss7XTOgVQ$MBAIU7U#jh|dEl3|J#dzAg0HsGmXA!ltB9HWpNg5#W~~cF
zQC|ufy+$ex{858lvA#)WdNGxf{{i*J?v0K{jLd-N1r=!{{&O2<v}4m+!vkSNc@s5K
zM^ZU{R?)OsqpKZ!DrKyso?z;1GRKE!86ScO-gXD0yp?L=p~-sgdk8+|9`ot+$_YYl
zrz9-~$9p^E<ylhW8thRTqXWM_$~t3f>QUFdJ)8ZSTO`Yn->*QOx*>J43YotbU<R0-
z%WaO<(sqR$x}$MA6#M687##py&L$}+bkfZ{>BgEbOw2Xzyw+)FkVZ?0DVg@cSEN|>
z6H^Jn2cZQ?LEhF;SZQvg<tW~FskrB#=-<w>R=nv*#jPP`)NVoqnUFAZ#1F&6sgJSF
z@UHm=S=Q};39U!S#MYJPOI74g6%Ax{*k6B@1iQyAq2&K%1~WK<$eH}T!(fQBdL`B?
z*z*)KHD=8=^eaB8`s#0nmjU8EYc{%-_P5_AH`&}2zwxwIaNS)HaK?RBKuewfF<T9|
zT`i2+T2=TSqIpb8d1}Bk+%Fy^G8D$^ckP2K=UW*$l8Fh*37awf*>YM7GMK;}kIt8A
zJ0q%e&J@?k!%?koVxDshPE>#O#`Oi3A}*cr%t9s0Evjtk7(Cw8>h+1MK;lecEvl|+
zY)--WPoeoQ4`$tUy)+>?-6qj3IUL!Ig(&=LZ!BbaOq|=54csOfmoFk*Lcg26s~S{R
z``T>jI_(klHBrYf(ZU`FzXx0dE~@YMG%Hc31)M2Wg;W`)K9nL(&mU<VExRhZYAi{9
zRjDUoK#d(U$(X*5Xho8&P1s<md`h%?e9CYBe69#Y!}q^hH5!#qT@{c%rjxCP>5#mM
z*@;dN+BGHs<9OGXFmt@``WP`{+ps_gcx6k3&^yc4z98)^Nl5cPm80wx{d)$LAVP7e
zGJ(m^go%l%Nr1-GiN4<W8Rif@t&*Tpnace{L*T=@|0w99KMVV+wV~P==8m{4Q;_ju
zwv8h)%U0fdkJqwTK&JXR(wFTYI`;DVU391d4mAF8x&i?zb`#N|Kfu*|1ha5tD2qH`
zhlg0a!T2cGweP{$l<67H+~Gr>P9}tG9YGOG58s<#<yat1*tm`}zX#aUS;T5bW?LXw
z@bbuk1&Vx4R8uo*LH$%)ITkOHf~TrWo_k8oP5HQ!Liw~r=P~YJZHz?e;&+bb#**HS
z1k<Mx=<*j+#pCQ8zAe%{T~cnMAI029b!}wX44t$Ht`$b4F_uXksyI3fF-lRMetEtX
zACDE{(r=MopWmn!M*CDN5$0sRA9U?hy$yY>sKO)wVOc|je*nCBwYzZLfrF*CW^qW6
zVHIkHsh9G!ZmWZ&)=*2qzD97Us}z~&_4TQ+=0FAal@GA#ISDGvp+&7&RyvXLoL^9;
zv%p8$!0+<|1f{PR(%{t0+NZRLU+J#%oWd)c0%qVc(h`ftM55LmTb7dCt>6vI=BM&<
ze>g0@cA$-TX#p2q%TSjEqx=Q=27p`0$M$(F8b+dsY6-bPFhBs_r+&4r&ox>3U4s_V
zqx@UkNV#pA5A)cqNmXN%NpkurL2^nIls!&<sRwoREd5w>LMDe_n0jq`i+|Rt(}h;|
znoR{E1OhG3@M9~O*9G_zQ{$%Iskqm(vKn~~K1f{@OSbgh-j9cCyHke&PLLEhg^ehU
zW_nW4t8@jO<=Qb?6&md&AhTh>f&mW_v(RR}-IV9Y=X470!a^~-MX+Fsmfq4118>pt
z4)-zbR5$tb&4AO>{zLbe!n&oir8?D;K4lm6<3*R-yGN65l=a0qS*9-aRLKG&sW=MA
zzwAZ<`m-B_oV|gCA~6diK*$Q(5>3a#03a;D&o9PHD`aJ5Z~m*}poIL#Uw?jM5Hc}0
z02BY#%tH1zf}FjrfxVtFK+?+ALdX0!lG5*e3L!usK*(Ij$c`Ao2yLour}wMDAw3uj
z`HhK>&&pYi9>l`@i^N0>0s@(d*+38t0PpXN%xs|F73x@+n7h3H(->k2dE(#9p#~`b
z(GZc52?F5PvHs%|Gb8Z#_K3gy`K8v@#M<7<79eV`V{W3yYiVR|Kn&#OMl!I3_DM8F
z0)zjI#2>xmS=hkL0H~kPe&E0Cw>S8sS>r$2a)6-rvi-d+hnoVtyn+(e;`Y)LPYAAb
zg|xfdTRa5iwxxD7OxI9YjII|x&0l4*+CwPdm`v%Eb<J@a4G%(^m3~CNBUm3KHw_Xs
zj1OQ*DT5?`)<06gUTQvGwi}ss%{V81CZ<ip$S&mcx*(~^?Gw+@!ukO>kec~>kDe9e
zgXxQg?zW1oa6Dm0OISLPSIPC4IKOPQbD{Vb>L|8WANbb%c(Y`CT%K8SyJdh`xtT35
zHv^l!z~?&vHy}$$pt9XJ?qP?OmF&@VyDCy_>xab05pqhDF#3uwtkdc9F5BzbGpE$G
zuO<mjG&`2@I`v}LO18zjY@1Ua&*fr-!yoqy7}l$-VB$RcdvD?xo*t(XN~^qex!*pt
zz;uR?PK^}T?C1>bKb_(GZqynZR8XflD$I2_;U0%wjS^&zVszUXq$#}BwC<>tVZh<M
z*{b<;zR@n{h6a$FpP$Y=aXejauc=kGU=R#xz@pV$<6^mv$q{pnqgE?z%1fw=EYpJR
zTqb<049b_?q){k>RVqV8!&R(OJY-)*b=aS@`cV$8&?HirtVY4$LWO;1i)E|n7JmC4
z$+SlM!>MNB5zS_vo$)%Yr$l8$92{((_c|w0Upvua1E})CaM(;Q5-Zlbr4m`G9nRuV
z@+4CpN5hhc@`jSRjE<Uaci&(!sQ&DWk%GiCs6Ebxd@kbFYBoG<7`((|w!G6lPf)A1
zoNpmB+g56HJf3Z|dh+%SY<V15B@>P$;ITQI*gb$4jij|&pN?(PD%l*~g{Rb6E`Ljj
zbv<q&JAO_VvXI3TO}3Tj(+s5e*dS6ImhhcMEluJ2Ql_)>1pE`R5mnz0_cFZX(ea76
zv2y;v@+#&E><DPgXijdf;p!&TI$f|cNcJDpL%JH5GYYo(#4aJ_v{O(mvvdMN%**@K
zdcJYXBV}_zo@>HQN8YiZeFe!&qW{>fx`N!)?_Pe#B#2_j-Md1U#KLIhL)KX_44MWF
zRJ^tha}2Y-aPnj2vrGR*WCO<Yk3P1(KTi=gdQq_wDg1csSWAiy0iyE|zeG6&je)R>
z%HQp;MzGa~MxMNG>AX&i%t`dWzoFvpNpKFxbB=JB38?Drc0_FZKqr7dOh#yAjhtZf
z9NXq~B=FU=HLOy_%hxyXSgVw!>u_-Epmc5K0NqysB(H;UB;8^`FQ^AiF}k%GyLIs&
z15OizUMKqXiG24c{vNntPm{Z<_LBhK1`j35SN$r4bHUr!{J2x}pqntY!yaE4S5n*8
z0gJ=;wbt;5W|-nQJ}k`<A40=)rf@0Etuj+sZKg+<Z!DcZV^5!?nz{NAS5iGW`GV!%
z+o%aGj0HPK$&<!>|B=KRsLQ5`>YL&wCZqt9MKWp}SQ{g19;^I-lynT;rhYhhtso6A
zH%Pyw!bsJCy7kHtkw>0<;QDsrtpu=FHUS?#3$FR@D~r{9*xJt&=$=`S6C4@hVsGb*
zV&c+}$&FBJ#;rw2?>*=&-Aa??97pv1?E>kcLQn_@FUeIq>$Xz&g|n2NqAq#O9M(gx
z1Dxe5JT>*9gVVX!t>3%G4x~-#q|*T4SbViWp$$<>JOWtKV|2+dS>=Y}y?138W0;EI
zm*;bDqcsIg*!1RmQl&u212@q|!@K^5iQ{=ZFJ!_sJ4X@ef26<bmKA-+S%V#zKbjZw
zo=pE+aZDr4qHVvremX>}4VL?r?G}bmm?{Zw+K+_2h%7N->6G>SX2!c2UZTLheidl1
z4`*?TT}pR@!jB1Nw)})evSRY+4r1<k8uUl;1hAe=I&g_;gBI_RtaSCL*inrI+*H8{
z3_&`Zh&fLtgC5V#Okj_d1L=D+4{f)cy%ICNPGwXmYE|@eWrx9t)eDH&nNSgstKPk>
zNV5I-ZEyXqGAGZVw#I|kx?Qy@M&-M?dAi~B5B=QtVrb$3d2I|hOqn2eCV63r3DSnu
zu)<*UvWT!k_;ZFZ+R>zY9912zTv;c7Cf2k?9m>Wo&Tc4VYqvUlVw4x(pt`58A9iX-
zW6oVM@8vS^&h2NH<R##z7-Y661cE{YB2Qdo`Zx!UOb4rMi3b$Nf1D+O-;CLy$tPA&
zVp4i(Y*W3v_vUlXRU!IbVZR)Y8UOTX^97JgX5>fc1zK7`)di+IKlE|>DbXp$eFZfi
zXk$q`SPKNnl;**ATVi%O=qR*eqhjYAd%|zXk(rEZf(7h61QAMJ+U$fJ?MRWsRY_5d
zBiJ}Eem1N$%B?WUjjj2<VGhf&{mDGjLJ#}X(7eo=b-c)e_TiG_TJ(C?8p+}7)7~C{
zbMOn@=Qik0)D-E(ygY@oS~O@04YFFeBI3c>HSrOW`{Ww86d}>9qERH^Ffl?hbc1B*
z6D9sLhcWK9s>5>O)0?H7N~QAIfu_Zo#)qjm-9<X4wW_&_g&%8pEo7-CSqeXxSxg=^
z6e3R}*^?3E_3UxoMYR+Y?d9DGKa9NyO`&LyF`YHBQ6^O3DzPXgQeF=_ev^_?5<=e}
zZ#i$pp)=qp!=S^Ur#==E2S8gXu9xzh->I%M{rah>uaNRonsh>gmT_v=w8T8t*c`IH
zO4`ydZYwW{FB3S4I+11hQPHKaKN{(*`I8?44U({OL2SXeTcvGAe2~DTih~dlH@*BL
zYxedITj2{VG3LfD!AfUQ&ge4Dm;}1)0jc^t!X1$$L9B7*ed?e|xl4IR94&#O;JI#u
zovj0xyxG<x**68fxupy;6qm_D6XE$9MTW}8BH?@OlZA=}>eTtV+Fpyx`77J|>xY{v
zE$Xvi!W{9>_D-&40;jsAf}!;@#aJcKhJnvzKthVrALA+Be{tB~^WXPUw(M%DLX9=B
zrroP+?E^n{I@Q3j*l4V}I@Np{X#7;1u3gd;?@!+sbNaGJ;fD{QG9}zP4jnAsKv{S9
z`fE#XEOu%B6c|5IW6@_%UvhTC(C6MNeh4DA=o$A+3#cDA$sON~`-Ce+B>FkY@!%s>
zyW>bH5yjz0r|TuI>-4I|?fc<xkwg843)u9q<v-6nRS;<7I~phq>tBVyyj1tu?t-^T
zr(H3+%I4)J+J>Ym$89RAD9ZODy=3GhboLRS30zAJs#53sNJ!96QEB6>rI{CgTES}p
z^g2@|2x5=wBKLeB8LL)7_qI<!jt~pwr87nC$*EuB+Iq|z(p`xQ<RA;zvEcfF^*)%F
zq!E|r?xbsVq19T<yr5f1CYZ8tW5l`>4c|Uu06y0a9Tx7=;NkAM$Co-<`k3Z-yLdva
z^}dmz91$b4zTPj=_e4UIm7ixtTyRZPa;8g#_pHC$HOp1L``$C8q0gX0w3Thha7{|3
zIUnnxz8}5!5l#~q@xWZlwatth)Gi8~8wbB|rmhWa6D^SP`S!v&N=k%l);BeOweFn%
zo3F~NcnDSIm0r5qFxKkQ8J(%9^|uJdW7I4L?s2^3sJbue_Z9Qh-s0{u=!hHd))B^U
z(LO2sz$3(ln|7!qPZ39RZWdyS=UkJEA|;(3@uo7-ByS3rWts`HeF)cv6NY=4)!C-S
z+`}m9{iO+UWE1Nx`3tR|_t>tVlw9L94WEl<#xd+u!{0HfT-<*zq@k9R2fd<qu2ry{
zhJPviJ?$q+0J_r)gM4}<6oX{G58ryo1aH-OKe+#R+jE_*G>5-ux5&rWn}Hf!oSmdO
zUhYaUbdzlOa7u@=>n6PPp(?XM_aXCL5gTZNTzCIT2BmaI=Z3t#$>(fqZVa>en_X#$
zxh3h#uc95&gPSp&34;c9&HkIG-06BZ>K@y}3tt5skz{plAK4NTQ+tCxI=*^YrhAA$
zlF1ey5Dcm!MP&e^`+Y-I|GMH=Bjzvbl2hn4vg|zsn-c|tX7XA7xzqxMXr^G6PfIWd
zPR_*nwKd}GLu2Bt$UdJw_PI&+XB96EEqxNw&&lOI(ATwp?GW)MwAr{I^Y&p1lKc4b
zYUM0Y|4ovxqx~8|$&d+I|HR30)qcccso~}IDdN}~Egze^a*6ITvHe|D!@32U9^%LE
ztv*O>{)EX4veZ58TK&k?SlEp{TcPh&!?3nPg~rjp>PoOWek_Mz$r_MIz`xD%=`Yqs
zA<l~7_ImKBmxR8sN7DyTlwZbQlVTy%f_rWtHl<s#xKQqIe*55S_4Lw}DD}oN<ma&Q
z(O!yCdJB6~`9<Hspq0(}RnADO<LP=|0ncSP$xI#GGl^ukH&f134dgH*Q6pxQ5^~AZ
zcMZGgyV$wQN!(x)B+9yA5%7JYj%}}v&(DVSN}<i_IFWo<dN9Or7@wJT5O!^ZuSO;h
zn_iMi=jBhKHY;lG08e$p55a`-_+Mp9eOVp@pL-FhgaOYN1rg;Z{A^fo_v5|Lz|uuS
zRWEGcP`^}+-sO4Rnq>QktqI+l`w4d%yO09y1I+X7I4L1<B;hfnPYuO-Z#uy}*Ubiw
zg@DW5LxArmMgIFjq^lFl39^|TLifDJqJ`OUmAUWp4T;kwX|+xKD#Y9_@H&D08if>Z
zx{9?Y^-TipyuO-*?a;XgVeJ|uXCAL+kVM>8yMA=U`yh}xN?IlD=7;^$<HQp}XCuZY
ziL{}pZdJTKATOrSTsLK0F{g~eaA{?-uwiDNZ0TM&yK6XsGg*D0Y5HX@{p1$6&b-j{
z#ymdgi0USvS8xKE!Lrw!tfS44p1dgu`gYzHx*K&LS*zpSYWvS$8G82dIAqd^FIDAQ
z1&eBSmWegx3O}$Hc_cVLx1IV(?k5{Fj0VHD0)6(@bwX0CF6tpyLr3cKRWlVl?6aB|
znQXbebT0~bQZaCa`bQM3nRMdzSSf)4Xs`;IKcr;gLed2g&>*NhK0g^>c9kd(4<WqD
zz+jq^YZc<9SA<P>w<yc|1W)+s3Vv}}^{0~SIrFq47*u&t>Kv{4>G&`wg(%gH2A@(l
z&5y=H(CeG~E&m#Wb}3(^9~PHylcgcvay!wvx{}s*sVig2UKEpQvk66sBDxZ0DQ;PV
zv_nZqVc{7Ya*F(hPR8)3c*8~WpzumS)w0oN$N^Zq9QFWBEKWGl)~yOZ>&%)>MzhTm
zy?=DJA4xdg<Rg(0jS=nZuazZWHJ5zbrZd$X<$}VGw>%9M{qnTgv}6>gN+CZ~r8X?d
zFkI+ZSZObW{JTvSfFT%|{W8T2zJ(LdB(T?UzQ-lt3({ypLIyZZhq}?O-_tnYU3`S8
zkE3-N6wi9Z*kew3QG|5q(1M`FbR`;mc>|+eC6<?J$GuK*dA?ZUz7(?UnBmB3)mrIU
z|Bh&R5r=*oWvQg}vC}{LwYt+?hqocgij?IMA{>9S5;MK~)xsN&4x|=|`Bq$nV{Vxs
zZN)VYGHW8a!M31pHUovsPZ-C1lx~=xiCJ1`l&yKj*zs}m@|O-fN@I>I*!?I}k+K^Z
z_lc`i<s#p8UX-8IN|xBLF~RCemYbv{;Hxfrk(u`NE*TQlX_bdM_G=Q8)_uE=@-y=_
zMV4H778JkX@>V;OA)tX5e(@{mMaf_yg<{H*cKM!A^pYYt#H&&+5BMfEuH*Rm0N$oc
zmd+bm6k#&0)^Dq#VN{uTa#GyQE7lVidvQFti2ju0^dU*?cPaO4-YaXOEYrC%j1sxY
z!3El2cNNXslih^n46emxeqpRAar)!wycb;PV-HuItrrX$Dur_U3MD@#dauwtgV?Jk
zyrPm}4;5-WYMyv{cs>_tbg91MMO{;1<U16+?<30UoM7DhqC61>%P8XJwG@aJ5Ciuh
zexqlfit$6VK9W|MF&Bro5rZtz*Oe%ah%fjt<-s&OqOhT3*?o{4l|i17S2Kw=GR}y&
zsiU(OaYXjj^O(1~-+@2~iGJeiSolmnT`g5DZ5O}HlImJaTnrIe#P@GCCdcN+97U_?
z+H#BfGbO~SVH#8$Q$37E$i2L326!GulWJPe7u~OBjWX=6zHO`br^GqLb;eP|O;(rX
za%Q{P2UWldzP^2xNG}3D2lbhEstXe=2))U{P^nf~$>+sdPbt|JR!VkAG-vFLjY7=J
z!gwH{PZXc;qr)zLfVopMMdnA?7aCJi<%3ZEsB3q8>6|<~Zgvt8lC(*70qGT})+p<g
zJQFpvW$eEqoAF?6WeXTL#NS`mJIK1!Ni3!ko=$1Q`JR@8BmSVAg~Ttx0w<QDQ*74B
z$3^s@ysfJqkG?a+o-m5v{9#!|D0B-PTeDs~-(O)7V?%2aYg5nBoxP?6T9mFWUrtsI
zBOpBu78sFxoJF1Q5&Z5@Q*Pn?9Alt<zkIP*IQnP{e_G(F-Nt}bBe96QJ)GoI+Eln*
z&Xm3{gzc_4*-n_OTdO%8Jkl3df#hUEFrM09hT^pUZm<G38`NXIO-yH7O_IUPA4Weq
zpgxaivd>R=?>8upcW1-hBa;i-mMX$OOr&Mv8D`%2aV=8g5sa~Aj%+}3ZbpzJU|Xay
zq;ugDB8qo4%4|mg-Z5hTF0m*eM%j~5WWmclU#xTQ65KaPcJ*~CGfSTIR;m9+9Q46P
zB@1~~)gh?(`F0RExH1YHX&YecXX|rDx@i%zQP_|D871c20w-7Zv$~FCQPUbLvd!{g
zw)6X(VXT8-aleP=0h6Q~o{ME~0@bpcr}q8FgbO&mj;E)m2QAGhY+%MR{`igmmvdWJ
z4$cKsqv}OB*&5#(NSf6xplA45JE7a2^CXqFT`JxL5BfIcZK%!B2POPqJ1SQf+F^9*
zuvqh)B)A9r$y@}dd=Y0x+9Qky_YQP{R$1rF6L>!=5V4#q-LT8;Xhw(~!Q#aoD@(pr
zgk9{<2Ue#QWHQijS~(KOFuHYEUi4aBKF*+JM`OOn&{9WZh)4d3Wk=7Or_{aau<%Xh
zGr}#m)w<9j@M_;06*;Hi#lHV_Ol?KQ1!{^#$9?dS<SN5zcn5rlySX}<ACVj<2<x1B
z74&3;d5k+=_a@<nAn_ft5{!6=lKf2LK@+A22M0caQZfDc{CG!nrFEB@3>xyRLHp+J
zmA#e!H4jespj`igb-Aob|KTi2?LZ={O&k{=W|oB%&{$aBYSXbx>nKwG)_qrrw0F2_
zo2K%ImioI3q0+K?&8l7^YNa%z?8t$g;-TUD#7jvIz}n@lk_%amBkM^pzqa~!icQSN
zpk<>3zXOEit?jw<W=zNAv;>Q7m>0XXEE`o1?Y2+Jn2h2*oPMb7G|s5xY5_ILusn*S
zemt_J6PuYn2CukvVYu}gD@IuL@xS5&k#QSAv9&sLFftu!6+VOA3}S@eG7Ol__;o9=
z3^J1_mj+;(ClZ4EB_!SsL`yPjTr7?3n2@VEDsNR%2K7s(*zOrtg<U3)SRKgdld)$A
z#k$N;_JYUQYHeN4sxGREN$+-6h3uk+mMjJjC+M;*KxD7_IX#lGGP(_;yJVKw&Jcwl
z5zg*vlV`E+t>ktkhGW8IMdZV>dmXRb0u+LVlt49`#peUDk#lGj1wpPu+X%C6MXnSv
zjJtr8#LkwNl|mKx)g}aSvsz^IpX<!*ZV|5gcP!<v@68T;E^Hj)#nYF&jG~y$$~>6m
zh7j!{*aikkC7W^s-##o24shyz9;{9lN4Z4Z5)#R*cS*ss<8qu3?6J<Zyl8w2KuRY;
zPRD*NvT;31zte#}ycVeMlx|sfw$T_)WdfG{f$sDL`%@OmT_%z2?WW1P<VDXj#4h5}
zp=}TjKM<p7+paa+E+bsGJG>hw%-|?on3B@^>0^iff<N6tIJLE%pIj2vILJ4N<&D<L
z(mm-Gkf@3+2EX+F#ZjbssS7ux;aR9mkn0J>LMTN&ilB184TBy-K@*}#OZ<t1LVrbB
z%q?xF=`1W}YA20h_k(&C{0T8(2YazFlj#X?<gsj}=mxhXLipr;i+9fnYkFI(GXh>Y
zs?>VQOczHxmboB(?W)?$uv&Z74Red{wsXQgLrdWHsr%1oJY8>Q`mV<!r2`k6=$rhw
zW<uTbg<s;H>K*h97<W9!@1k{9fY>C~1sOI4OfwPiwBtFW^L&^2iO91ZzJ`565wWUt
z!{p&xXM<1g9C$smyyj<k5@CaocS`6HsAxETfAh@f*6<O1?!@RP?6x(b=X$@U00+Y=
z7}<gLTv)85W%DsA^~JEl(q^=EZ>r3@*Nv`DbsAS9t|4i9*t0r~b4%JhM#mMAGaA>Q
zWH00y<?J=dQgH-r<hJDEW&7VV#f8Ta1lW0wEm_+sJF)B%O_?QGO2v32IVH&433_0v
z`;}^q&0iBa9F}tJ^_zo>?}lD#NC-`L({MMS?0V*zI5iU_FC9siN;uG$&=-{yEGnDT
zPNkPknia`vz*oCgyY5%1Pr_f?F>*|=G{#0;v@&Des3*zS%Fe1v8N@!qJMHOY>?eKD
zSoz$h<{j%@+ZO2UhwC{c<X+}^EW~B!9;>KvY+b_hML}3?kAONMrMl!YR~+*w9T{RU
zJ!)NtgRjoa34#l(9+-1ELQJ4p<VuMtE$kdjTHxifl(2WLyfozMov6OCDYA}Op=&Sj
zA%lf~eT8xGRoYeQq<#gfebz^}jN<j4uGaVLx(l>+b>2w65`~j$?X(rscE)xF0Jcg(
zNHKN@-3T#P8<+mBiw^|Tv=N5obtxJm0@j<5=GqTH;qtsMor^g?8l;WW=&B_#RMY9)
zA$55<Jk&RSD_K61KB(<cD`-$nWEiG-Fj|=A7;c&;9_?c7VBXU<@#+rs_S5jt5{uB1
z&be_neq~iF-l4_3w!8ecJ0<T+Uhhj)@0z?eRaxy#Y~}j~vI5Zz87-#%&E2n3yq{YL
z7#@zClfE9>gc-2Ge4bNo36;HQNBV3;mCd+og7mp$T?N@V->r#f;1TI_bPJsv9?cs$
z<*U#HcfFh|A$J8&rP!-a?vum`+smm5T4Csd_&r9oTu!c@JKo#U^gUO~9YiT)Z~$I@
z-A@MBgz5m&k{K?5^@XbI+YONhHB2OHlrPS_%(9}yhTjF=iVmk(t~*@&H2dBZqu`PR
zwE0qUGv>dRAv$Flmm^n4v`I-?K62w}y?xlynm_Dfl1DBHKt=n>R;lV4s12j}u~-|c
zu6=Q~P+|F*B#}ai-F{nosj6C|h$l9;|Hp$i6DrpE!MCj!k@t3A7PpS@7G!aCFTv*&
znvu5A`#=OAlIbG%9~wn!p9uW|r6qA!*kB5$yg%z>EvfI_#LzB-xDMp4qO`<4>IGTX
zW7OEBSmk0p!HcM8{C#?ZOan$X=mUKU`zhfYuJJ2%Tk76}YP-U{Jru2&FNKD|QcB!O
z=kwPu7J1DnGqec^Am8j6x2x#X&*C><yA~OoQ3{Mu#1BT>FxxfG+PBJ{DFvwAp;?fR
zECd#hOm$9hAF|7^uBWIQ!6tG~@4{A%I^1oDcdYle`<7c5Eq2#0EYtMnKTo-OMyHL@
z{R-i+-+^5_#%+2x=AQq?ZTz{X4}R^Mb6kz9bKX83JY<7?zYVAK947IwR4xk8Zl<0F
zXji@3Sv?XEZl-&JvutGz`Khtk=^N~rl&lpQ`$kfgTWh<Mt7nTDwSkwL(UbGTl9e;P
zJLF71i?~&7yUvPV5j}TAaf~96KnkbOLk#(JSl=bgfw{l%c^CIrYX)=w$biF>zLOH5
z+u}D}OR6wO!f<{zm`#{C;$-wKqmxiEk=L^ht1oX1>P|D7G?QmY=cWbk-;8=_RBNFh
zW*Q%3A1VpD1{zyoD~T6nCsxa<l5kN9l9M`!4rEK31Wz#3h{aq)VZ_0_ex%S&8;&I9
z!pri^#+cCrAdX^D1n+_gc6aq*#sgnAe94QsD5yUYHO5=Sm^LxqA4o#zK7RK@%-@MK
zZ0sEhPk(ZRz-}e|J0cxU=MCq$Sq|X{JUG(R`?B6vqVkr@@JD84M@%8AH&T_jS{pUW
zn49CIc^4SI=E$@7m2CQuUQI93#f!M~{vV->aErZ`NA`Gva(Vl56{}$Yb<{1UNo)p)
z-iJbm)sWionydy>9F7nU`#U-+8Dxw}VJygpHO77r+NL$GNLp@+vS|HaIT(W27$AmE
zyK07?vW`P2WFS!zH-L}8cmni2vHsFd%$g`+imUQL1uL(MmvgAV#3srKQ%Cwc<8zyj
z0rG2<&oCjwn@CQZLUNKU2I&CvwZ>0r`yMBhV3$h66H4GcN%VX{7{?FD7m30Zw3{TZ
z!!;?(Z;W5Uspo?3mJ>g_zBR{^>Wrg{GLAm9dGaR;Qr+mMdMew_Oo&8q&a5oU-6U}m
z9N>TVH8!W>6<2EbceiR3DIm4bOEaO$EWN>_ephF{z9RdK%x)V0xd-+V(6=x7nDXOe
zNn-TTN{f7%U#J`9vy#(hAr4aYdY*wr2T3Z~Rqv)|39)E7YJxbwZ_tG@eb<$!P@WZt
z@9CI3l1Gcs%O(AqU13mfQpBf5n|cs!92rfXcAv4@<7Owdp>59`bOJkp#bVqTlT9F<
zI5EFGKax$nHil-53=oO-O>xbvy6Nzlcs(S(%CWsPNuNwvT!$IiIpsB1y@mx|AL7#1
zg;-+QR0J7+z&n3oRt-u{#QzEsWGd)YonojimYryY!Fg63d=!9$0Np>ggYNz7Sp2z@
z4*7E@{SQn5bQ}F2m;wnIVFg9S{}xm5Ya{;u7E{3Ve}pN3;tT$Fn1a9I2%v8p{u5!q
z$ntMt3K;*4gp{-dF$f?fO>C%RZf5|nvi{>l-o@GgAn0r_EN2fz7y#sW|DelB5Ca*2
z;J@$*e*rc4tsI~L3efL{Nb49G*a5^%^zGD`f5lDXuMvL%8sr>w?SJV}miP$x1Ka?C
zfd6ns!oXffU&mhOFC+sekF&Loo|%C?v95uUi6s~5abqhfv57txsS=X}P{Nwuz}Q6O
zldXZ=CrNp|PiA^-`lLME2%OIB&KA}dP-(=@7Uq_A?9N=II#6hZ0Xy{k7a2fG{2PnC
z85b#p0YuLN1d(zh5EBz~+Ugs!%L)knF%J5Pi`3ZO-kKc%aB^~DaDp&c*%|>rY;0@*
zAQ%7!(?dDv?OZJFb)4xf?Z|!?@((%xKzf*1SrY$}tD|e>V9!NL`b*KD#~%jjSpTWW
z(vIObV;S_UEC9|r)&LL#5b&pD=s->=k)0o!=TIC7^oJV^1VQM5jPyVzc@QHz5XcT<
zqy>VZC!D{A|DE$M&40<TvX!^8GUv9|H?%h+1~D))64Mj^^7S{uFB|?Q<qzKfB1XbW
z-^9@6Uzh@cTEqHxQ~t*JUuFC;_5Vjw{?7Y{98SQm2>&hOzfI?_VEq^R|86FrZvX3<
zfL?&k1mvG*0!n0;wzblC&@-^*HnBHwwx_q&aWJ={2Qe`bzyFN@Wnr*0WUw@_r#H89
z(lIhI_!U%YPQX8n{hxM2U++&ZtQ~C4e@k0^J%E9^fdv%vWC!&G^v|B?>#-aD!b{n6
z>sVVuQAs-X(6s$!BPZamOaIeWLeo=1;!i{WW#U^{{Ii|E4Ph6s(sTIbh^PR!gM*1a
zJ2NYUS(lAb4~pK>2huYFbs6bd84Yylne@Pnx-6`QO!|yEzvZ!n#NWsMa}q+YiCWs(
z>saa;{6j7f$Y#i@3udDS0`=ISa#`8vSq<29=-Ge}7Di?^Jr)Sl@87b29{b<M>GxEH
z-ejORD!`w2s(<9`pErj8CntY7{QpG!??V5h<lhSJf5P>jaQ#~m__vt<lU@G_*S{5k
ze~bA)+4VmbE`-0<I?#127pW6;CG#(qw12H=e_H`Si?m-Q^LqjIU#kEhBajKi2n7DN
z0H6W_si*<Jaaq~EhgNd`i~61#@Q(`i_k#6r6|DMySHh}OQv;v{{r^ur1X?CRi~ir#
z|Fr~kwly$BLI4soLVx{v5Hm9|L70etUHEk{vam8i*Qvh_V#_~iY{36YV}g3h@)w`I
stq$}N09zykPELTF$tMG1MyOf@Xd!27|GQQYh#3iif<jPA2npf;1NQkT@Bjb+

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-reg.xml
new file mode 100644
index 00000000..94ca5f9d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-reg.xml
@@ -0,0 +1,2336 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-004-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='14'/>
+         <instruction instr-id='18'/>
+         <instruction instr-id='18' subinstr-id='2'/>
+         <instruction instr-id='18' subinstr-id='4'/>
+         <instruction instr-id='20'/>
+         <instruction instr-id='23'/>
+         <instruction instr-id='23' subinstr-id='2'/>
+         <instruction instr-id='23' subinstr-id='4'/>
+         <instruction instr-id='23' subinstr-id='6'/>
+         <instruction instr-id='23' subinstr-id='8'/>
+         <instruction instr-id='26'/>
+         <instruction instr-id='26' subinstr-id='2'/>
+         <instruction instr-id='26' subinstr-id='4'/>
+         <instruction instr-id='30'/>
+         <instruction instr-id='30' subinstr-id='2'/>
+         <instruction instr-id='30' subinstr-id='4'/>
+         <instruction instr-id='32'/>
+         <instruction instr-id='36'/>
+         <instruction instr-id='39'/>
+         <instruction instr-id='39' subinstr-id='2'/>
+         <instruction instr-id='39' subinstr-id='4'/>
+         <instruction instr-id='39' subinstr-id='6'/>
+         <instruction instr-id='39' subinstr-id='8'/>
+         <instruction instr-id='43'/>
+         <instruction instr-id='45'/>
+         <instruction instr-id='48'/>
+         <instruction instr-id='48' subinstr-id='2'/>
+         <instruction instr-id='51'/>
+         <instruction instr-id='51' subinstr-id='2'/>
+         <instruction instr-id='51' subinstr-id='4'/>
+         <instruction instr-id='55'/>
+         <instruction instr-id='55' subinstr-id='2'/>
+         <instruction instr-id='55' subinstr-id='4'/>
+         <instruction instr-id='59'/>
+         <instruction instr-id='63'/>
+         <instruction instr-id='63' subinstr-id='2'/>
+         <instruction instr-id='63' subinstr-id='4'/>
+         <instruction instr-id='119'/>
+         <instruction instr-id='119' subinstr-id='2'/>
+         <instruction instr-id='119' subinstr-id='4'/>
+         <instruction instr-id='119' subinstr-id='6'/>
+         <instruction instr-id='119' subinstr-id='8'/>
+         <instruction instr-id='119' subinstr-id='10'/>
+         <instruction instr-id='119' subinstr-id='12'/>
+         <instruction instr-id='119' subinstr-id='14'/>
+         <instruction instr-id='119' subinstr-id='16'/>
+         <instruction instr-id='119' subinstr-id='18'/>
+         <instruction instr-id='119' subinstr-id='20'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='170' subinstr-id='4'/>
+         <instruction instr-id='170' subinstr-id='6'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='172' subinstr-id='4'/>
+         <instruction instr-id='172' subinstr-id='6'/>
+         <instruction instr-id='172' subinstr-id='8'/>
+         <instruction instr-id='172' subinstr-id='10'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='225'/>
+         <instruction instr-id='225' subinstr-id='2'/>
+         <instruction instr-id='225' subinstr-id='4'/>
+         <instruction instr-id='225' subinstr-id='6'/>
+         <instruction instr-id='225' subinstr-id='8'/>
+         <instruction instr-id='225' subinstr-id='10'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='331'/>
+         <instruction instr-id='331' subinstr-id='2'/>
+         <instruction instr-id='331' subinstr-id='4'/>
+         <instruction instr-id='331' subinstr-id='6'/>
+         <instruction instr-id='331' subinstr-id='8'/>
+         <instruction instr-id='331' subinstr-id='10'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='382' subinstr-id='2'/>
+         <instruction instr-id='382' subinstr-id='4'/>
+         <instruction instr-id='382' subinstr-id='6'/>
+         <instruction instr-id='382' subinstr-id='8'/>
+         <instruction instr-id='382' subinstr-id='10'/>
+         <instruction instr-id='382' subinstr-id='12'/>
+         <instruction instr-id='382' subinstr-id='14'/>
+         <instruction instr-id='382' subinstr-id='16'/>
+         <instruction instr-id='382' subinstr-id='18'/>
+         <instruction instr-id='382' subinstr-id='20'/>
+         <instruction instr-id='382' subinstr-id='22'/>
+         <instruction instr-id='382' subinstr-id='24'/>
+         <instruction instr-id='433'/>
+         <instruction instr-id='433' subinstr-id='2'/>
+         <instruction instr-id='433' subinstr-id='4'/>
+         <instruction instr-id='433' subinstr-id='6'/>
+         <instruction instr-id='433' subinstr-id='8'/>
+         <instruction instr-id='433' subinstr-id='10'/>
+         <instruction instr-id='433' subinstr-id='12'/>
+         <instruction instr-id='433' subinstr-id='14'/>
+         <instruction instr-id='433' subinstr-id='16'/>
+         <instruction instr-id='433' subinstr-id='18'/>
+         <instruction instr-id='433' subinstr-id='20'/>
+         <instruction instr-id='433' subinstr-id='22'/>
+         <instruction instr-id='433' subinstr-id='24'/>
+         <instruction instr-id='433' subinstr-id='26'/>
+         <instruction instr-id='485'/>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='487' subinstr-id='4'/>
+         <instruction instr-id='487' subinstr-id='6'/>
+         <instruction instr-id='487' subinstr-id='8'/>
+         <instruction instr-id='487' subinstr-id='10'/>
+         <instruction instr-id='487' subinstr-id='12'/>
+         <instruction instr-id='487' subinstr-id='14'/>
+         <instruction instr-id='539'/>
+         <instruction instr-id='539' subinstr-id='2'/>
+         <instruction instr-id='539' subinstr-id='4'/>
+         <instruction instr-id='539' subinstr-id='6'/>
+         <instruction instr-id='539' subinstr-id='8'/>
+         <instruction instr-id='539' subinstr-id='10'/>
+         <instruction instr-id='539' subinstr-id='12'/>
+         <instruction instr-id='541'/>
+         <instruction instr-id='541' subinstr-id='2'/>
+         <instruction instr-id='541' subinstr-id='4'/>
+         <instruction instr-id='541' subinstr-id='6'/>
+         <instruction instr-id='541' subinstr-id='8'/>
+         <instruction instr-id='541' subinstr-id='10'/>
+         <instruction instr-id='541' subinstr-id='12'/>
+         <instruction instr-id='541' subinstr-id='14'/>
+         <instruction instr-id='541' subinstr-id='16'/>
+         <instruction instr-id='592'/>
+         <instruction instr-id='592' subinstr-id='2'/>
+         <instruction instr-id='592' subinstr-id='4'/>
+         <instruction instr-id='592' subinstr-id='6'/>
+         <instruction instr-id='592' subinstr-id='8'/>
+         <instruction instr-id='594'/>
+         <instruction instr-id='594' subinstr-id='2'/>
+         <instruction instr-id='594' subinstr-id='4'/>
+         <instruction instr-id='594' subinstr-id='6'/>
+         <instruction instr-id='594' subinstr-id='8'/>
+         <instruction instr-id='594' subinstr-id='10'/>
+         <instruction instr-id='594' subinstr-id='12'/>
+         <instruction instr-id='646'/>
+         <instruction instr-id='646' subinstr-id='2'/>
+         <instruction instr-id='646' subinstr-id='4'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='648' subinstr-id='2'/>
+         <instruction instr-id='648' subinstr-id='4'/>
+         <instruction instr-id='648' subinstr-id='6'/>
+         <instruction instr-id='648' subinstr-id='8'/>
+         <instruction instr-id='648' subinstr-id='10'/>
+         <instruction instr-id='648' subinstr-id='12'/>
+         <instruction instr-id='648' subinstr-id='14'/>
+         <instruction instr-id='648' subinstr-id='16'/>
+         <instruction instr-id='648' subinstr-id='18'/>
+         <instruction instr-id='648' subinstr-id='20'/>
+         <instruction instr-id='648' subinstr-id='22'/>
+         <instruction instr-id='648' subinstr-id='24'/>
+         <instruction instr-id='648' subinstr-id='26'/>
+         <instruction instr-id='648' subinstr-id='28'/>
+         <instruction instr-id='648' subinstr-id='30'/>
+         <instruction instr-id='648' subinstr-id='32'/>
+         <instruction instr-id='648' subinstr-id='34'/>
+         <instruction instr-id='648' subinstr-id='36'/>
+         <instruction instr-id='700'/>
+         <instruction instr-id='700' subinstr-id='2'/>
+         <instruction instr-id='700' subinstr-id='4'/>
+         <instruction instr-id='700' subinstr-id='6'/>
+         <instruction instr-id='700' subinstr-id='8'/>
+         <instruction instr-id='700' subinstr-id='10'/>
+         <instruction instr-id='700' subinstr-id='12'/>
+         <instruction instr-id='700' subinstr-id='14'/>
+         <instruction instr-id='700' subinstr-id='16'/>
+         <instruction instr-id='700' subinstr-id='18'/>
+         <instruction instr-id='700' subinstr-id='20'/>
+         <instruction instr-id='700' subinstr-id='22'/>
+         <instruction instr-id='752'/>
+         <instruction instr-id='752' subinstr-id='2'/>
+         <instruction instr-id='752' subinstr-id='4'/>
+         <instruction instr-id='752' subinstr-id='6'/>
+         <instruction instr-id='754'/>
+         <instruction instr-id='754' subinstr-id='2'/>
+         <instruction instr-id='754' subinstr-id='4'/>
+         <instruction instr-id='754' subinstr-id='6'/>
+         <instruction instr-id='754' subinstr-id='8'/>
+         <instruction instr-id='754' subinstr-id='10'/>
+         <instruction instr-id='805'/>
+         <instruction instr-id='805' subinstr-id='2'/>
+         <instruction instr-id='805' subinstr-id='4'/>
+         <instruction instr-id='805' subinstr-id='6'/>
+         <instruction instr-id='805' subinstr-id='8'/>
+         <instruction instr-id='805' subinstr-id='10'/>
+         <instruction instr-id='807'/>
+         <instruction instr-id='807' subinstr-id='2'/>
+         <instruction instr-id='807' subinstr-id='4'/>
+         <instruction instr-id='807' subinstr-id='6'/>
+         <instruction instr-id='807' subinstr-id='8'/>
+         <instruction instr-id='807' subinstr-id='10'/>
+         <instruction instr-id='859'/>
+         <instruction instr-id='859' subinstr-id='2'/>
+         <instruction instr-id='859' subinstr-id='4'/>
+         <instruction instr-id='859' subinstr-id='6'/>
+         <instruction instr-id='861'/>
+         <instruction instr-id='861' subinstr-id='2'/>
+         <instruction instr-id='861' subinstr-id='4'/>
+         <instruction instr-id='861' subinstr-id='6'/>
+         <instruction instr-id='861' subinstr-id='8'/>
+         <bounding-box x1='78' y1='505' x2='516' y2='743'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='962'/>
+         <instruction instr-id='962' subinstr-id='2'/>
+         <instruction instr-id='962' subinstr-id='4'/>
+         <instruction instr-id='962' subinstr-id='6'/>
+         <instruction instr-id='962' subinstr-id='8'/>
+         <instruction instr-id='966'/>
+         <instruction instr-id='966' subinstr-id='2'/>
+         <instruction instr-id='966' subinstr-id='4'/>
+         <instruction instr-id='970'/>
+         <instruction instr-id='970' subinstr-id='2'/>
+         <instruction instr-id='970' subinstr-id='4'/>
+         <instruction instr-id='970' subinstr-id='6'/>
+         <instruction instr-id='972'/>
+         <instruction instr-id='972' subinstr-id='2'/>
+         <instruction instr-id='972' subinstr-id='4'/>
+         <instruction instr-id='972' subinstr-id='6'/>
+         <instruction instr-id='972' subinstr-id='8'/>
+         <instruction instr-id='972' subinstr-id='10'/>
+         <instruction instr-id='976'/>
+         <instruction instr-id='976' subinstr-id='2'/>
+         <instruction instr-id='976' subinstr-id='4'/>
+         <instruction instr-id='976' subinstr-id='6'/>
+         <instruction instr-id='979'/>
+         <instruction instr-id='979' subinstr-id='2'/>
+         <instruction instr-id='979' subinstr-id='4'/>
+         <instruction instr-id='979' subinstr-id='6'/>
+         <instruction instr-id='979' subinstr-id='8'/>
+         <instruction instr-id='979' subinstr-id='10'/>
+         <instruction instr-id='983'/>
+         <instruction instr-id='983' subinstr-id='2'/>
+         <instruction instr-id='983' subinstr-id='4'/>
+         <instruction instr-id='983' subinstr-id='6'/>
+         <instruction instr-id='986'/>
+         <instruction instr-id='986' subinstr-id='2'/>
+         <instruction instr-id='990'/>
+         <instruction instr-id='990' subinstr-id='2'/>
+         <instruction instr-id='990' subinstr-id='4'/>
+         <instruction instr-id='990' subinstr-id='6'/>
+         <instruction instr-id='990' subinstr-id='8'/>
+         <instruction instr-id='990' subinstr-id='10'/>
+         <instruction instr-id='994'/>
+         <instruction instr-id='994' subinstr-id='2'/>
+         <instruction instr-id='994' subinstr-id='4'/>
+         <instruction instr-id='994' subinstr-id='6'/>
+         <instruction instr-id='994' subinstr-id='8'/>
+         <instruction instr-id='994' subinstr-id='10'/>
+         <instruction instr-id='994' subinstr-id='12'/>
+         <instruction instr-id='996'/>
+         <instruction instr-id='996' subinstr-id='2'/>
+         <instruction instr-id='996' subinstr-id='4'/>
+         <instruction instr-id='999'/>
+         <instruction instr-id='999' subinstr-id='2'/>
+         <instruction instr-id='999' subinstr-id='4'/>
+         <instruction instr-id='999' subinstr-id='6'/>
+         <instruction instr-id='999' subinstr-id='8'/>
+         <instruction instr-id='999' subinstr-id='10'/>
+         <instruction instr-id='1003'/>
+         <instruction instr-id='1003' subinstr-id='2'/>
+         <instruction instr-id='1003' subinstr-id='4'/>
+         <instruction instr-id='1003' subinstr-id='6'/>
+         <instruction instr-id='1006'/>
+         <instruction instr-id='1006' subinstr-id='2'/>
+         <instruction instr-id='1055'/>
+         <instruction instr-id='1055' subinstr-id='2'/>
+         <instruction instr-id='1055' subinstr-id='4'/>
+         <instruction instr-id='1055' subinstr-id='6'/>
+         <instruction instr-id='1055' subinstr-id='8'/>
+         <instruction instr-id='1055' subinstr-id='10'/>
+         <instruction instr-id='1055' subinstr-id='12'/>
+         <instruction instr-id='1057'/>
+         <instruction instr-id='1059'/>
+         <instruction instr-id='1061'/>
+         <instruction instr-id='1106'/>
+         <instruction instr-id='1106' subinstr-id='2'/>
+         <instruction instr-id='1106' subinstr-id='4'/>
+         <instruction instr-id='1106' subinstr-id='6'/>
+         <instruction instr-id='1108'/>
+         <instruction instr-id='1108' subinstr-id='2'/>
+         <instruction instr-id='1110'/>
+         <instruction instr-id='1112'/>
+         <instruction instr-id='1114'/>
+         <instruction instr-id='1159'/>
+         <instruction instr-id='1161'/>
+         <instruction instr-id='1161' subinstr-id='2'/>
+         <instruction instr-id='1163'/>
+         <instruction instr-id='1165'/>
+         <instruction instr-id='1167'/>
+         <instruction instr-id='1212'/>
+         <instruction instr-id='1212' subinstr-id='2'/>
+         <instruction instr-id='1212' subinstr-id='4'/>
+         <instruction instr-id='1212' subinstr-id='6'/>
+         <instruction instr-id='1212' subinstr-id='8'/>
+         <instruction instr-id='1214'/>
+         <instruction instr-id='1214' subinstr-id='2'/>
+         <instruction instr-id='1216'/>
+         <instruction instr-id='1218'/>
+         <instruction instr-id='1220'/>
+         <instruction instr-id='1265'/>
+         <instruction instr-id='1265' subinstr-id='2'/>
+         <instruction instr-id='1265' subinstr-id='4'/>
+         <instruction instr-id='1267'/>
+         <instruction instr-id='1267' subinstr-id='2'/>
+         <instruction instr-id='1269'/>
+         <instruction instr-id='1271'/>
+         <instruction instr-id='1273'/>
+         <instruction instr-id='1318'/>
+         <instruction instr-id='1318' subinstr-id='2'/>
+         <instruction instr-id='1318' subinstr-id='4'/>
+         <instruction instr-id='1318' subinstr-id='6'/>
+         <instruction instr-id='1318' subinstr-id='8'/>
+         <instruction instr-id='1318' subinstr-id='10'/>
+         <instruction instr-id='1318' subinstr-id='12'/>
+         <instruction instr-id='1318' subinstr-id='14'/>
+         <instruction instr-id='1320'/>
+         <instruction instr-id='1322'/>
+         <instruction instr-id='1324'/>
+         <instruction instr-id='1326'/>
+         <instruction instr-id='1371'/>
+         <instruction instr-id='1371' subinstr-id='2'/>
+         <instruction instr-id='1371' subinstr-id='4'/>
+         <instruction instr-id='1371' subinstr-id='6'/>
+         <instruction instr-id='1371' subinstr-id='8'/>
+         <instruction instr-id='1371' subinstr-id='10'/>
+         <instruction instr-id='1371' subinstr-id='12'/>
+         <instruction instr-id='1371' subinstr-id='14'/>
+         <instruction instr-id='1371' subinstr-id='16'/>
+         <instruction instr-id='1371' subinstr-id='18'/>
+         <instruction instr-id='1373'/>
+         <instruction instr-id='1375'/>
+         <instruction instr-id='1377'/>
+         <instruction instr-id='1423'/>
+         <instruction instr-id='1423' subinstr-id='2'/>
+         <instruction instr-id='1423' subinstr-id='4'/>
+         <instruction instr-id='1425'/>
+         <instruction instr-id='1425' subinstr-id='2'/>
+         <instruction instr-id='1425' subinstr-id='4'/>
+         <instruction instr-id='1425' subinstr-id='6'/>
+         <instruction instr-id='1425' subinstr-id='8'/>
+         <instruction instr-id='1425' subinstr-id='10'/>
+         <instruction instr-id='1425' subinstr-id='12'/>
+         <instruction instr-id='1425' subinstr-id='14'/>
+         <instruction instr-id='1427'/>
+         <instruction instr-id='1427' subinstr-id='2'/>
+         <instruction instr-id='1427' subinstr-id='4'/>
+         <instruction instr-id='1429'/>
+         <instruction instr-id='1429' subinstr-id='2'/>
+         <instruction instr-id='1431'/>
+         <instruction instr-id='1431' subinstr-id='2'/>
+         <instruction instr-id='1431' subinstr-id='4'/>
+         <instruction instr-id='1477'/>
+         <instruction instr-id='1477' subinstr-id='2'/>
+         <instruction instr-id='1477' subinstr-id='4'/>
+         <instruction instr-id='1477' subinstr-id='6'/>
+         <instruction instr-id='1477' subinstr-id='8'/>
+         <instruction instr-id='1477' subinstr-id='10'/>
+         <instruction instr-id='1477' subinstr-id='12'/>
+         <instruction instr-id='1479'/>
+         <instruction instr-id='1479' subinstr-id='2'/>
+         <instruction instr-id='1479' subinstr-id='4'/>
+         <instruction instr-id='1481'/>
+         <instruction instr-id='1483'/>
+         <instruction instr-id='1485'/>
+         <instruction instr-id='1530'/>
+         <instruction instr-id='1530' subinstr-id='2'/>
+         <instruction instr-id='1530' subinstr-id='4'/>
+         <instruction instr-id='1530' subinstr-id='6'/>
+         <instruction instr-id='1530' subinstr-id='8'/>
+         <instruction instr-id='1532'/>
+         <instruction instr-id='1534'/>
+         <instruction instr-id='1534' subinstr-id='2'/>
+         <instruction instr-id='1536'/>
+         <instruction instr-id='1538'/>
+         <instruction instr-id='1540'/>
+         <instruction instr-id='1586'/>
+         <instruction instr-id='1588'/>
+         <instruction instr-id='1590'/>
+         <instruction instr-id='1590' subinstr-id='2'/>
+         <instruction instr-id='1592'/>
+         <instruction instr-id='1594'/>
+         <instruction instr-id='1596'/>
+         <instruction instr-id='1642'/>
+         <instruction instr-id='1642' subinstr-id='2'/>
+         <instruction instr-id='1642' subinstr-id='4'/>
+         <instruction instr-id='1642' subinstr-id='6'/>
+         <instruction instr-id='1642' subinstr-id='8'/>
+         <instruction instr-id='1642' subinstr-id='10'/>
+         <instruction instr-id='1642' subinstr-id='12'/>
+         <instruction instr-id='1644'/>
+         <instruction instr-id='1646'/>
+         <instruction instr-id='1648'/>
+         <instruction instr-id='1650'/>
+         <instruction instr-id='1695'/>
+         <instruction instr-id='1695' subinstr-id='2'/>
+         <instruction instr-id='1695' subinstr-id='4'/>
+         <instruction instr-id='1695' subinstr-id='6'/>
+         <instruction instr-id='1695' subinstr-id='8'/>
+         <instruction instr-id='1697'/>
+         <instruction instr-id='1697' subinstr-id='2'/>
+         <instruction instr-id='1699'/>
+         <instruction instr-id='1701'/>
+         <instruction instr-id='1703'/>
+         <instruction instr-id='1705'/>
+         <instruction instr-id='1750'/>
+         <instruction instr-id='1750' subinstr-id='2'/>
+         <instruction instr-id='1750' subinstr-id='4'/>
+         <instruction instr-id='1750' subinstr-id='6'/>
+         <instruction instr-id='1750' subinstr-id='8'/>
+         <instruction instr-id='1750' subinstr-id='10'/>
+         <instruction instr-id='1750' subinstr-id='12'/>
+         <instruction instr-id='1752'/>
+         <instruction instr-id='1752' subinstr-id='2'/>
+         <instruction instr-id='1754'/>
+         <instruction instr-id='1756'/>
+         <instruction instr-id='1758'/>
+         <instruction instr-id='1760'/>
+         <instruction instr-id='1807'/>
+         <instruction instr-id='1807' subinstr-id='2'/>
+         <instruction instr-id='1807' subinstr-id='4'/>
+         <instruction instr-id='1807' subinstr-id='6'/>
+         <instruction instr-id='1807' subinstr-id='8'/>
+         <instruction instr-id='1807' subinstr-id='10'/>
+         <instruction instr-id='1809'/>
+         <instruction instr-id='1811'/>
+         <instruction instr-id='1813'/>
+         <bounding-box x1='77' y1='157' x2='513' y2='399'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='3'>
+         <instruction instr-id='124'/>
+         <instruction instr-id='124' subinstr-id='2'/>
+         <instruction instr-id='124' subinstr-id='4'/>
+         <instruction instr-id='124' subinstr-id='6'/>
+         <instruction instr-id='124' subinstr-id='8'/>
+         <instruction instr-id='127'/>
+         <instruction instr-id='127' subinstr-id='2'/>
+         <instruction instr-id='127' subinstr-id='4'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='131' subinstr-id='4'/>
+         <instruction instr-id='131' subinstr-id='6'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='134' subinstr-id='2'/>
+         <instruction instr-id='134' subinstr-id='4'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='140' subinstr-id='4'/>
+         <instruction instr-id='140' subinstr-id='6'/>
+         <instruction instr-id='140' subinstr-id='8'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='145' subinstr-id='4'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='152' subinstr-id='2'/>
+         <instruction instr-id='152' subinstr-id='4'/>
+         <instruction instr-id='152' subinstr-id='6'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='154' subinstr-id='2'/>
+         <instruction instr-id='154' subinstr-id='4'/>
+         <instruction instr-id='154' subinstr-id='6'/>
+         <instruction instr-id='154' subinstr-id='8'/>
+         <instruction instr-id='154' subinstr-id='10'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='160' subinstr-id='4'/>
+         <instruction instr-id='160' subinstr-id='6'/>
+         <instruction instr-id='160' subinstr-id='8'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='211'/>
+         <instruction instr-id='211' subinstr-id='2'/>
+         <instruction instr-id='213'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='319'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='323'/>
+         <bounding-box x1='79' y1='182' x2='514' y2='259'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='4'>
+         <instruction instr-id='71'/>
+         <instruction instr-id='71' subinstr-id='2'/>
+         <instruction instr-id='71' subinstr-id='4'/>
+         <instruction instr-id='71' subinstr-id='6'/>
+         <instruction instr-id='71' subinstr-id='8'/>
+         <instruction instr-id='71' subinstr-id='10'/>
+         <instruction instr-id='71' subinstr-id='12'/>
+         <instruction instr-id='71' subinstr-id='14'/>
+         <instruction instr-id='71' subinstr-id='16'/>
+         <instruction instr-id='71' subinstr-id='18'/>
+         <instruction instr-id='75'/>
+         <instruction instr-id='75' subinstr-id='2'/>
+         <instruction instr-id='75' subinstr-id='4'/>
+         <instruction instr-id='75' subinstr-id='6'/>
+         <instruction instr-id='75' subinstr-id='8'/>
+         <instruction instr-id='75' subinstr-id='10'/>
+         <instruction instr-id='75' subinstr-id='12'/>
+         <instruction instr-id='75' subinstr-id='14'/>
+         <instruction instr-id='78'/>
+         <instruction instr-id='78' subinstr-id='2'/>
+         <instruction instr-id='82'/>
+         <instruction instr-id='82' subinstr-id='2'/>
+         <instruction instr-id='82' subinstr-id='4'/>
+         <instruction instr-id='82' subinstr-id='6'/>
+         <instruction instr-id='82' subinstr-id='8'/>
+         <instruction instr-id='82' subinstr-id='10'/>
+         <instruction instr-id='82' subinstr-id='12'/>
+         <instruction instr-id='82' subinstr-id='14'/>
+         <instruction instr-id='82' subinstr-id='16'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='118'/>
+         <instruction instr-id='120'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='6'/>
+         <instruction instr-id='150' subinstr-id='8'/>
+         <instruction instr-id='150' subinstr-id='10'/>
+         <instruction instr-id='150' subinstr-id='12'/>
+         <instruction instr-id='150' subinstr-id='14'/>
+         <instruction instr-id='150' subinstr-id='16'/>
+         <instruction instr-id='150' subinstr-id='18'/>
+         <instruction instr-id='150' subinstr-id='20'/>
+         <instruction instr-id='150' subinstr-id='22'/>
+         <instruction instr-id='150' subinstr-id='24'/>
+         <instruction instr-id='150' subinstr-id='26'/>
+         <instruction instr-id='150' subinstr-id='28'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='213'/>
+         <instruction instr-id='213' subinstr-id='2'/>
+         <instruction instr-id='213' subinstr-id='4'/>
+         <instruction instr-id='213' subinstr-id='6'/>
+         <instruction instr-id='213' subinstr-id='8'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='4'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='244' subinstr-id='4'/>
+         <instruction instr-id='244' subinstr-id='6'/>
+         <instruction instr-id='244' subinstr-id='8'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='307'/>
+         <instruction instr-id='309'/>
+         <instruction instr-id='309' subinstr-id='2'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='339' subinstr-id='2'/>
+         <instruction instr-id='339' subinstr-id='4'/>
+         <instruction instr-id='339' subinstr-id='6'/>
+         <instruction instr-id='339' subinstr-id='8'/>
+         <instruction instr-id='339' subinstr-id='10'/>
+         <instruction instr-id='339' subinstr-id='12'/>
+         <instruction instr-id='341'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='370'/>
+         <instruction instr-id='370' subinstr-id='2'/>
+         <instruction instr-id='370' subinstr-id='4'/>
+         <instruction instr-id='370' subinstr-id='6'/>
+         <instruction instr-id='370' subinstr-id='8'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='401'/>
+         <instruction instr-id='401' subinstr-id='2'/>
+         <instruction instr-id='401' subinstr-id='4'/>
+         <instruction instr-id='401' subinstr-id='6'/>
+         <instruction instr-id='401' subinstr-id='8'/>
+         <instruction instr-id='401' subinstr-id='10'/>
+         <instruction instr-id='401' subinstr-id='12'/>
+         <instruction instr-id='401' subinstr-id='14'/>
+         <instruction instr-id='403'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='432'/>
+         <instruction instr-id='432' subinstr-id='2'/>
+         <instruction instr-id='432' subinstr-id='4'/>
+         <instruction instr-id='432' subinstr-id='6'/>
+         <instruction instr-id='432' subinstr-id='8'/>
+         <instruction instr-id='432' subinstr-id='10'/>
+         <instruction instr-id='432' subinstr-id='12'/>
+         <instruction instr-id='434'/>
+         <instruction instr-id='434' subinstr-id='2'/>
+         <instruction instr-id='434' subinstr-id='4'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='463'/>
+         <instruction instr-id='463' subinstr-id='2'/>
+         <instruction instr-id='463' subinstr-id='4'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='465' subinstr-id='4'/>
+         <instruction instr-id='467'/>
+         <instruction instr-id='494'/>
+         <instruction instr-id='494' subinstr-id='2'/>
+         <instruction instr-id='494' subinstr-id='4'/>
+         <instruction instr-id='494' subinstr-id='6'/>
+         <instruction instr-id='494' subinstr-id='8'/>
+         <instruction instr-id='496'/>
+         <instruction instr-id='496' subinstr-id='2'/>
+         <instruction instr-id='498'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='527'/>
+         <instruction instr-id='529'/>
+         <bounding-box x1='118' y1='238' x2='464' y2='466'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='2' page='6'>
+         <instruction instr-id='29'/>
+         <instruction instr-id='29' subinstr-id='2'/>
+         <instruction instr-id='29' subinstr-id='4'/>
+         <instruction instr-id='29' subinstr-id='6'/>
+         <instruction instr-id='32'/>
+         <instruction instr-id='32' subinstr-id='2'/>
+         <instruction instr-id='32' subinstr-id='4'/>
+         <instruction instr-id='32' subinstr-id='6'/>
+         <instruction instr-id='35'/>
+         <instruction instr-id='35' subinstr-id='2'/>
+         <instruction instr-id='35' subinstr-id='4'/>
+         <instruction instr-id='35' subinstr-id='6'/>
+         <instruction instr-id='35' subinstr-id='8'/>
+         <instruction instr-id='35' subinstr-id='10'/>
+         <instruction instr-id='35' subinstr-id='12'/>
+         <instruction instr-id='35' subinstr-id='14'/>
+         <instruction instr-id='38'/>
+         <instruction instr-id='38' subinstr-id='2'/>
+         <instruction instr-id='38' subinstr-id='4'/>
+         <instruction instr-id='42'/>
+         <instruction instr-id='46'/>
+         <instruction instr-id='46' subinstr-id='2'/>
+         <instruction instr-id='46' subinstr-id='4'/>
+         <instruction instr-id='85'/>
+         <instruction instr-id='85' subinstr-id='2'/>
+         <instruction instr-id='85' subinstr-id='4'/>
+         <instruction instr-id='85' subinstr-id='6'/>
+         <instruction instr-id='85' subinstr-id='8'/>
+         <instruction instr-id='85' subinstr-id='10'/>
+         <instruction instr-id='85' subinstr-id='12'/>
+         <instruction instr-id='124'/>
+         <instruction instr-id='124' subinstr-id='2'/>
+         <instruction instr-id='124' subinstr-id='4'/>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='132'/>
+         <instruction instr-id='132' subinstr-id='2'/>
+         <instruction instr-id='136'/>
+         <instruction instr-id='136' subinstr-id='2'/>
+         <instruction instr-id='136' subinstr-id='4'/>
+         <instruction instr-id='136' subinstr-id='6'/>
+         <instruction instr-id='136' subinstr-id='8'/>
+         <instruction instr-id='136' subinstr-id='10'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='8'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='176' subinstr-id='12'/>
+         <instruction instr-id='176' subinstr-id='14'/>
+         <instruction instr-id='176' subinstr-id='16'/>
+         <instruction instr-id='176' subinstr-id='18'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='12'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='282' subinstr-id='20'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='370'/>
+         <instruction instr-id='370' subinstr-id='2'/>
+         <instruction instr-id='370' subinstr-id='4'/>
+         <instruction instr-id='370' subinstr-id='6'/>
+         <instruction instr-id='370' subinstr-id='8'/>
+         <instruction instr-id='370' subinstr-id='10'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='374' subinstr-id='2'/>
+         <instruction instr-id='374' subinstr-id='4'/>
+         <instruction instr-id='377'/>
+         <instruction instr-id='377' subinstr-id='2'/>
+         <instruction instr-id='377' subinstr-id='4'/>
+         <instruction instr-id='377' subinstr-id='6'/>
+         <instruction instr-id='417'/>
+         <instruction instr-id='417' subinstr-id='2'/>
+         <instruction instr-id='417' subinstr-id='4'/>
+         <instruction instr-id='421'/>
+         <instruction instr-id='421' subinstr-id='2'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='466'/>
+         <instruction instr-id='466' subinstr-id='2'/>
+         <instruction instr-id='466' subinstr-id='4'/>
+         <instruction instr-id='466' subinstr-id='6'/>
+         <instruction instr-id='470'/>
+         <instruction instr-id='510'/>
+         <instruction instr-id='510' subinstr-id='2'/>
+         <instruction instr-id='510' subinstr-id='4'/>
+         <instruction instr-id='510' subinstr-id='6'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='554'/>
+         <instruction instr-id='554' subinstr-id='2'/>
+         <instruction instr-id='554' subinstr-id='4'/>
+         <instruction instr-id='554' subinstr-id='6'/>
+         <instruction instr-id='554' subinstr-id='8'/>
+         <instruction instr-id='554' subinstr-id='10'/>
+         <instruction instr-id='558'/>
+         <instruction instr-id='558' subinstr-id='2'/>
+         <instruction instr-id='561'/>
+         <instruction instr-id='561' subinstr-id='2'/>
+         <instruction instr-id='601'/>
+         <instruction instr-id='601' subinstr-id='2'/>
+         <instruction instr-id='601' subinstr-id='4'/>
+         <instruction instr-id='601' subinstr-id='6'/>
+         <instruction instr-id='605'/>
+         <instruction instr-id='644'/>
+         <instruction instr-id='644' subinstr-id='2'/>
+         <instruction instr-id='644' subinstr-id='4'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='648' subinstr-id='2'/>
+         <instruction instr-id='652'/>
+         <instruction instr-id='652' subinstr-id='2'/>
+         <instruction instr-id='652' subinstr-id='4'/>
+         <instruction instr-id='652' subinstr-id='6'/>
+         <instruction instr-id='692'/>
+         <instruction instr-id='692' subinstr-id='2'/>
+         <instruction instr-id='692' subinstr-id='4'/>
+         <instruction instr-id='692' subinstr-id='6'/>
+         <instruction instr-id='696'/>
+         <instruction instr-id='696' subinstr-id='2'/>
+         <instruction instr-id='701'/>
+         <instruction instr-id='701' subinstr-id='2'/>
+         <instruction instr-id='701' subinstr-id='4'/>
+         <instruction instr-id='701' subinstr-id='6'/>
+         <instruction instr-id='701' subinstr-id='8'/>
+         <instruction instr-id='701' subinstr-id='10'/>
+         <instruction instr-id='701' subinstr-id='12'/>
+         <instruction instr-id='701' subinstr-id='14'/>
+         <instruction instr-id='701' subinstr-id='16'/>
+         <instruction instr-id='701' subinstr-id='18'/>
+         <instruction instr-id='701' subinstr-id='20'/>
+         <instruction instr-id='701' subinstr-id='22'/>
+         <instruction instr-id='701' subinstr-id='24'/>
+         <instruction instr-id='701' subinstr-id='26'/>
+         <instruction instr-id='701' subinstr-id='28'/>
+         <instruction instr-id='705'/>
+         <instruction instr-id='705' subinstr-id='2'/>
+         <instruction instr-id='705' subinstr-id='4'/>
+         <instruction instr-id='705' subinstr-id='6'/>
+         <instruction instr-id='705' subinstr-id='8'/>
+         <instruction instr-id='705' subinstr-id='10'/>
+         <instruction instr-id='705' subinstr-id='12'/>
+         <instruction instr-id='705' subinstr-id='14'/>
+         <instruction instr-id='705' subinstr-id='16'/>
+         <instruction instr-id='705' subinstr-id='18'/>
+         <instruction instr-id='705' subinstr-id='20'/>
+         <instruction instr-id='705' subinstr-id='22'/>
+         <instruction instr-id='705' subinstr-id='24'/>
+         <instruction instr-id='705' subinstr-id='26'/>
+         <instruction instr-id='705' subinstr-id='28'/>
+         <instruction instr-id='709'/>
+         <instruction instr-id='709' subinstr-id='2'/>
+         <instruction instr-id='709' subinstr-id='4'/>
+         <instruction instr-id='709' subinstr-id='6'/>
+         <instruction instr-id='709' subinstr-id='8'/>
+         <instruction instr-id='709' subinstr-id='10'/>
+         <instruction instr-id='709' subinstr-id='12'/>
+         <instruction instr-id='709' subinstr-id='14'/>
+         <instruction instr-id='709' subinstr-id='16'/>
+         <instruction instr-id='749'/>
+         <instruction instr-id='752'/>
+         <instruction instr-id='752' subinstr-id='2'/>
+         <instruction instr-id='756'/>
+         <instruction instr-id='756' subinstr-id='2'/>
+         <instruction instr-id='756' subinstr-id='4'/>
+         <instruction instr-id='756' subinstr-id='6'/>
+         <bounding-box x1='78' y1='411' x2='504' y2='666'/>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' page='7'>
+         <instruction instr-id='43'/>
+         <instruction instr-id='43' subinstr-id='2'/>
+         <instruction instr-id='43' subinstr-id='4'/>
+         <instruction instr-id='43' subinstr-id='6'/>
+         <instruction instr-id='43' subinstr-id='8'/>
+         <instruction instr-id='43' subinstr-id='10'/>
+         <instruction instr-id='43' subinstr-id='12'/>
+         <instruction instr-id='43' subinstr-id='14'/>
+         <instruction instr-id='43' subinstr-id='16'/>
+         <instruction instr-id='43' subinstr-id='18'/>
+         <instruction instr-id='43' subinstr-id='20'/>
+         <instruction instr-id='43' subinstr-id='22'/>
+         <instruction instr-id='43' subinstr-id='24'/>
+         <instruction instr-id='43' subinstr-id='26'/>
+         <instruction instr-id='43' subinstr-id='28'/>
+         <instruction instr-id='81'/>
+         <instruction instr-id='84'/>
+         <instruction instr-id='84' subinstr-id='2'/>
+         <instruction instr-id='87'/>
+         <instruction instr-id='87' subinstr-id='2'/>
+         <instruction instr-id='87' subinstr-id='4'/>
+         <instruction instr-id='87' subinstr-id='6'/>
+         <instruction instr-id='87' subinstr-id='8'/>
+         <instruction instr-id='90'/>
+         <instruction instr-id='93'/>
+         <instruction instr-id='93' subinstr-id='2'/>
+         <instruction instr-id='95'/>
+         <instruction instr-id='95' subinstr-id='2'/>
+         <instruction instr-id='95' subinstr-id='4'/>
+         <instruction instr-id='95' subinstr-id='6'/>
+         <instruction instr-id='95' subinstr-id='8'/>
+         <instruction instr-id='98'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <instruction instr-id='210' subinstr-id='12'/>
+         <instruction instr-id='210' subinstr-id='14'/>
+         <instruction instr-id='210' subinstr-id='16'/>
+         <instruction instr-id='210' subinstr-id='18'/>
+         <instruction instr-id='214'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='277' subinstr-id='4'/>
+         <instruction instr-id='277' subinstr-id='6'/>
+         <instruction instr-id='277' subinstr-id='8'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='340' subinstr-id='6'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='353'/>
+         <instruction instr-id='357'/>
+         <instruction instr-id='403'/>
+         <instruction instr-id='403' subinstr-id='2'/>
+         <instruction instr-id='403' subinstr-id='4'/>
+         <instruction instr-id='403' subinstr-id='6'/>
+         <instruction instr-id='407'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='411' subinstr-id='2'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='422'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='468' subinstr-id='6'/>
+         <instruction instr-id='468' subinstr-id='8'/>
+         <instruction instr-id='468' subinstr-id='10'/>
+         <instruction instr-id='472'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='484'/>
+         <instruction instr-id='488'/>
+         <instruction instr-id='534'/>
+         <instruction instr-id='534' subinstr-id='2'/>
+         <instruction instr-id='534' subinstr-id='4'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='546'/>
+         <instruction instr-id='549'/>
+         <instruction instr-id='552'/>
+         <instruction instr-id='598'/>
+         <instruction instr-id='598' subinstr-id='2'/>
+         <instruction instr-id='598' subinstr-id='4'/>
+         <instruction instr-id='598' subinstr-id='6'/>
+         <instruction instr-id='602'/>
+         <instruction instr-id='605'/>
+         <instruction instr-id='608'/>
+         <instruction instr-id='611'/>
+         <instruction instr-id='614'/>
+         <instruction instr-id='660'/>
+         <instruction instr-id='660' subinstr-id='2'/>
+         <instruction instr-id='660' subinstr-id='4'/>
+         <instruction instr-id='660' subinstr-id='6'/>
+         <instruction instr-id='664'/>
+         <instruction instr-id='668'/>
+         <instruction instr-id='668' subinstr-id='2'/>
+         <instruction instr-id='672'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='678'/>
+         <instruction instr-id='724'/>
+         <instruction instr-id='724' subinstr-id='2'/>
+         <instruction instr-id='724' subinstr-id='4'/>
+         <instruction instr-id='724' subinstr-id='6'/>
+         <instruction instr-id='724' subinstr-id='8'/>
+         <instruction instr-id='724' subinstr-id='10'/>
+         <instruction instr-id='728'/>
+         <instruction instr-id='732'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='740'/>
+         <instruction instr-id='744'/>
+         <instruction instr-id='790'/>
+         <instruction instr-id='790' subinstr-id='2'/>
+         <instruction instr-id='790' subinstr-id='4'/>
+         <instruction instr-id='790' subinstr-id='6'/>
+         <instruction instr-id='794'/>
+         <instruction instr-id='798'/>
+         <instruction instr-id='798' subinstr-id='2'/>
+         <instruction instr-id='802'/>
+         <instruction instr-id='806'/>
+         <instruction instr-id='806' subinstr-id='2'/>
+         <instruction instr-id='810'/>
+         <instruction instr-id='855'/>
+         <instruction instr-id='855' subinstr-id='2'/>
+         <instruction instr-id='855' subinstr-id='4'/>
+         <instruction instr-id='858'/>
+         <instruction instr-id='862'/>
+         <instruction instr-id='862' subinstr-id='2'/>
+         <instruction instr-id='866'/>
+         <instruction instr-id='870'/>
+         <instruction instr-id='874'/>
+         <instruction instr-id='920'/>
+         <instruction instr-id='920' subinstr-id='2'/>
+         <instruction instr-id='920' subinstr-id='4'/>
+         <instruction instr-id='920' subinstr-id='6'/>
+         <instruction instr-id='924'/>
+         <instruction instr-id='927'/>
+         <instruction instr-id='930'/>
+         <instruction instr-id='934'/>
+         <instruction instr-id='938'/>
+         <instruction instr-id='984'/>
+         <instruction instr-id='988'/>
+         <instruction instr-id='992'/>
+         <instruction instr-id='992' subinstr-id='2'/>
+         <instruction instr-id='996'/>
+         <instruction instr-id='1000'/>
+         <instruction instr-id='1004'/>
+         <bounding-box x1='78' y1='360' x2='507' y2='589'/>
+      </region>
+   </table>
+   <table id='7'>
+      <region id='1' page='8'>
+         <instruction instr-id='101'/>
+         <instruction instr-id='101' subinstr-id='2'/>
+         <instruction instr-id='101' subinstr-id='4'/>
+         <instruction instr-id='101' subinstr-id='6'/>
+         <instruction instr-id='101' subinstr-id='8'/>
+         <instruction instr-id='101' subinstr-id='10'/>
+         <instruction instr-id='101' subinstr-id='12'/>
+         <instruction instr-id='101' subinstr-id='14'/>
+         <instruction instr-id='101' subinstr-id='16'/>
+         <instruction instr-id='101' subinstr-id='18'/>
+         <instruction instr-id='101' subinstr-id='20'/>
+         <instruction instr-id='101' subinstr-id='22'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='143' subinstr-id='4'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='145' subinstr-id='4'/>
+         <instruction instr-id='145' subinstr-id='6'/>
+         <instruction instr-id='145' subinstr-id='8'/>
+         <instruction instr-id='145' subinstr-id='10'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='152' subinstr-id='2'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='162' subinstr-id='4'/>
+         <instruction instr-id='162' subinstr-id='6'/>
+         <instruction instr-id='162' subinstr-id='8'/>
+         <instruction instr-id='162' subinstr-id='10'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='218' subinstr-id='4'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='10'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='220' subinstr-id='14'/>
+         <instruction instr-id='220' subinstr-id='16'/>
+         <instruction instr-id='220' subinstr-id='18'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='268' subinstr-id='10'/>
+         <instruction instr-id='268' subinstr-id='12'/>
+         <instruction instr-id='268' subinstr-id='14'/>
+         <instruction instr-id='268' subinstr-id='16'/>
+         <instruction instr-id='268' subinstr-id='18'/>
+         <instruction instr-id='268' subinstr-id='20'/>
+         <instruction instr-id='268' subinstr-id='22'/>
+         <instruction instr-id='268' subinstr-id='24'/>
+         <instruction instr-id='268' subinstr-id='26'/>
+         <instruction instr-id='268' subinstr-id='28'/>
+         <instruction instr-id='268' subinstr-id='30'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='315' subinstr-id='6'/>
+         <instruction instr-id='315' subinstr-id='8'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='317' subinstr-id='6'/>
+         <instruction instr-id='319'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='364' subinstr-id='2'/>
+         <instruction instr-id='364' subinstr-id='4'/>
+         <instruction instr-id='364' subinstr-id='6'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='366' subinstr-id='2'/>
+         <instruction instr-id='366' subinstr-id='4'/>
+         <instruction instr-id='366' subinstr-id='6'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='413'/>
+         <instruction instr-id='413' subinstr-id='2'/>
+         <instruction instr-id='413' subinstr-id='4'/>
+         <instruction instr-id='413' subinstr-id='6'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='415' subinstr-id='2'/>
+         <instruction instr-id='415' subinstr-id='4'/>
+         <instruction instr-id='417'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='464'/>
+         <instruction instr-id='464' subinstr-id='2'/>
+         <instruction instr-id='464' subinstr-id='4'/>
+         <instruction instr-id='464' subinstr-id='6'/>
+         <instruction instr-id='464' subinstr-id='8'/>
+         <instruction instr-id='466'/>
+         <instruction instr-id='466' subinstr-id='2'/>
+         <instruction instr-id='466' subinstr-id='4'/>
+         <instruction instr-id='466' subinstr-id='6'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='516'/>
+         <instruction instr-id='516' subinstr-id='2'/>
+         <instruction instr-id='516' subinstr-id='4'/>
+         <instruction instr-id='516' subinstr-id='6'/>
+         <instruction instr-id='516' subinstr-id='8'/>
+         <instruction instr-id='516' subinstr-id='10'/>
+         <instruction instr-id='516' subinstr-id='12'/>
+         <instruction instr-id='516' subinstr-id='14'/>
+         <instruction instr-id='516' subinstr-id='16'/>
+         <instruction instr-id='516' subinstr-id='18'/>
+         <instruction instr-id='516' subinstr-id='20'/>
+         <instruction instr-id='516' subinstr-id='22'/>
+         <instruction instr-id='518'/>
+         <instruction instr-id='518' subinstr-id='2'/>
+         <instruction instr-id='518' subinstr-id='4'/>
+         <instruction instr-id='564'/>
+         <instruction instr-id='564' subinstr-id='2'/>
+         <instruction instr-id='564' subinstr-id='4'/>
+         <instruction instr-id='564' subinstr-id='6'/>
+         <instruction instr-id='564' subinstr-id='8'/>
+         <instruction instr-id='564' subinstr-id='10'/>
+         <instruction instr-id='564' subinstr-id='12'/>
+         <instruction instr-id='566'/>
+         <instruction instr-id='566' subinstr-id='2'/>
+         <instruction instr-id='566' subinstr-id='4'/>
+         <instruction instr-id='566' subinstr-id='6'/>
+         <instruction instr-id='566' subinstr-id='8'/>
+         <instruction instr-id='566' subinstr-id='10'/>
+         <instruction instr-id='566' subinstr-id='12'/>
+         <instruction instr-id='566' subinstr-id='14'/>
+         <instruction instr-id='566' subinstr-id='16'/>
+         <instruction instr-id='566' subinstr-id='18'/>
+         <instruction instr-id='566' subinstr-id='20'/>
+         <instruction instr-id='566' subinstr-id='22'/>
+         <instruction instr-id='568'/>
+         <instruction instr-id='568' subinstr-id='2'/>
+         <instruction instr-id='568' subinstr-id='4'/>
+         <instruction instr-id='614'/>
+         <instruction instr-id='614' subinstr-id='2'/>
+         <instruction instr-id='614' subinstr-id='4'/>
+         <instruction instr-id='614' subinstr-id='6'/>
+         <instruction instr-id='614' subinstr-id='8'/>
+         <instruction instr-id='616'/>
+         <instruction instr-id='616' subinstr-id='2'/>
+         <instruction instr-id='616' subinstr-id='4'/>
+         <instruction instr-id='618'/>
+         <instruction instr-id='620'/>
+         <instruction instr-id='665'/>
+         <instruction instr-id='665' subinstr-id='2'/>
+         <instruction instr-id='665' subinstr-id='4'/>
+         <instruction instr-id='665' subinstr-id='6'/>
+         <instruction instr-id='665' subinstr-id='8'/>
+         <instruction instr-id='665' subinstr-id='10'/>
+         <instruction instr-id='665' subinstr-id='12'/>
+         <instruction instr-id='667'/>
+         <instruction instr-id='667' subinstr-id='2'/>
+         <instruction instr-id='667' subinstr-id='4'/>
+         <instruction instr-id='667' subinstr-id='6'/>
+         <instruction instr-id='669'/>
+         <instruction instr-id='715'/>
+         <instruction instr-id='715' subinstr-id='2'/>
+         <instruction instr-id='715' subinstr-id='4'/>
+         <instruction instr-id='715' subinstr-id='6'/>
+         <instruction instr-id='717'/>
+         <instruction instr-id='717' subinstr-id='2'/>
+         <instruction instr-id='717' subinstr-id='4'/>
+         <instruction instr-id='717' subinstr-id='6'/>
+         <instruction instr-id='717' subinstr-id='8'/>
+         <instruction instr-id='719'/>
+         <instruction instr-id='719' subinstr-id='2'/>
+         <instruction instr-id='721'/>
+         <instruction instr-id='767'/>
+         <instruction instr-id='767' subinstr-id='2'/>
+         <instruction instr-id='767' subinstr-id='4'/>
+         <instruction instr-id='769'/>
+         <instruction instr-id='769' subinstr-id='2'/>
+         <instruction instr-id='769' subinstr-id='4'/>
+         <instruction instr-id='769' subinstr-id='6'/>
+         <instruction instr-id='771'/>
+         <instruction instr-id='816'/>
+         <instruction instr-id='816' subinstr-id='2'/>
+         <instruction instr-id='816' subinstr-id='4'/>
+         <instruction instr-id='816' subinstr-id='6'/>
+         <instruction instr-id='818'/>
+         <instruction instr-id='818' subinstr-id='2'/>
+         <instruction instr-id='818' subinstr-id='4'/>
+         <instruction instr-id='820'/>
+         <instruction instr-id='822'/>
+         <instruction instr-id='867'/>
+         <instruction instr-id='869'/>
+         <instruction instr-id='869' subinstr-id='2'/>
+         <instruction instr-id='869' subinstr-id='4'/>
+         <instruction instr-id='869' subinstr-id='6'/>
+         <instruction instr-id='871'/>
+         <bounding-box x1='74' y1='197' x2='518' y2='439'/>
+      </region>
+   </table>
+   <table id='8'>
+      <region id='1' page='9'>
+         <instruction instr-id='26'/>
+         <instruction instr-id='26' subinstr-id='2'/>
+         <instruction instr-id='26' subinstr-id='4'/>
+         <instruction instr-id='26' subinstr-id='6'/>
+         <instruction instr-id='26' subinstr-id='8'/>
+         <instruction instr-id='26' subinstr-id='10'/>
+         <instruction instr-id='26' subinstr-id='12'/>
+         <instruction instr-id='26' subinstr-id='14'/>
+         <instruction instr-id='26' subinstr-id='16'/>
+         <instruction instr-id='26' subinstr-id='18'/>
+         <instruction instr-id='26' subinstr-id='20'/>
+         <instruction instr-id='26' subinstr-id='22'/>
+         <instruction instr-id='26' subinstr-id='24'/>
+         <instruction instr-id='26' subinstr-id='26'/>
+         <instruction instr-id='26' subinstr-id='28'/>
+         <instruction instr-id='26' subinstr-id='30'/>
+         <instruction instr-id='26' subinstr-id='32'/>
+         <instruction instr-id='26' subinstr-id='34'/>
+         <instruction instr-id='26' subinstr-id='36'/>
+         <instruction instr-id='26' subinstr-id='38'/>
+         <instruction instr-id='26' subinstr-id='40'/>
+         <instruction instr-id='26' subinstr-id='42'/>
+         <instruction instr-id='26' subinstr-id='44'/>
+         <instruction instr-id='58'/>
+         <instruction instr-id='58' subinstr-id='2'/>
+         <instruction instr-id='58' subinstr-id='4'/>
+         <instruction instr-id='58' subinstr-id='6'/>
+         <instruction instr-id='98'/>
+         <instruction instr-id='100'/>
+         <instruction instr-id='100' subinstr-id='2'/>
+         <instruction instr-id='100' subinstr-id='4'/>
+         <instruction instr-id='100' subinstr-id='6'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='140' subinstr-id='4'/>
+         <instruction instr-id='140' subinstr-id='6'/>
+         <instruction instr-id='140' subinstr-id='8'/>
+         <instruction instr-id='140' subinstr-id='10'/>
+         <instruction instr-id='140' subinstr-id='12'/>
+         <instruction instr-id='140' subinstr-id='14'/>
+         <instruction instr-id='140' subinstr-id='16'/>
+         <instruction instr-id='140' subinstr-id='18'/>
+         <instruction instr-id='140' subinstr-id='20'/>
+         <instruction instr-id='140' subinstr-id='22'/>
+         <instruction instr-id='140' subinstr-id='24'/>
+         <instruction instr-id='140' subinstr-id='26'/>
+         <instruction instr-id='140' subinstr-id='28'/>
+         <instruction instr-id='140' subinstr-id='30'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='179' subinstr-id='4'/>
+         <instruction instr-id='179' subinstr-id='6'/>
+         <instruction instr-id='179' subinstr-id='8'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='183' subinstr-id='4'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='225'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='285' subinstr-id='4'/>
+         <instruction instr-id='285' subinstr-id='6'/>
+         <instruction instr-id='324'/>
+         <instruction instr-id='324' subinstr-id='2'/>
+         <instruction instr-id='324' subinstr-id='4'/>
+         <instruction instr-id='324' subinstr-id='6'/>
+         <instruction instr-id='324' subinstr-id='8'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='326' subinstr-id='6'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='366' subinstr-id='2'/>
+         <instruction instr-id='366' subinstr-id='4'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='368' subinstr-id='2'/>
+         <instruction instr-id='370'/>
+         <instruction instr-id='370' subinstr-id='2'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='374' subinstr-id='2'/>
+         <instruction instr-id='413'/>
+         <instruction instr-id='413' subinstr-id='2'/>
+         <instruction instr-id='413' subinstr-id='4'/>
+         <instruction instr-id='413' subinstr-id='6'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='415' subinstr-id='2'/>
+         <instruction instr-id='417'/>
+         <instruction instr-id='417' subinstr-id='2'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='419' subinstr-id='2'/>
+         <instruction instr-id='421'/>
+         <instruction instr-id='421' subinstr-id='2'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='461' subinstr-id='2'/>
+         <instruction instr-id='461' subinstr-id='4'/>
+         <instruction instr-id='461' subinstr-id='6'/>
+         <instruction instr-id='461' subinstr-id='8'/>
+         <instruction instr-id='463'/>
+         <instruction instr-id='463' subinstr-id='2'/>
+         <instruction instr-id='463' subinstr-id='4'/>
+         <instruction instr-id='463' subinstr-id='6'/>
+         <instruction instr-id='502'/>
+         <instruction instr-id='502' subinstr-id='2'/>
+         <instruction instr-id='502' subinstr-id='4'/>
+         <instruction instr-id='502' subinstr-id='6'/>
+         <instruction instr-id='502' subinstr-id='8'/>
+         <instruction instr-id='502' subinstr-id='10'/>
+         <instruction instr-id='502' subinstr-id='12'/>
+         <instruction instr-id='504'/>
+         <instruction instr-id='504' subinstr-id='2'/>
+         <instruction instr-id='504' subinstr-id='4'/>
+         <instruction instr-id='504' subinstr-id='6'/>
+         <instruction instr-id='544'/>
+         <instruction instr-id='544' subinstr-id='2'/>
+         <instruction instr-id='544' subinstr-id='4'/>
+         <instruction instr-id='544' subinstr-id='6'/>
+         <instruction instr-id='546'/>
+         <instruction instr-id='546' subinstr-id='2'/>
+         <instruction instr-id='548'/>
+         <instruction instr-id='548' subinstr-id='2'/>
+         <instruction instr-id='550'/>
+         <instruction instr-id='550' subinstr-id='2'/>
+         <instruction instr-id='552'/>
+         <instruction instr-id='552' subinstr-id='2'/>
+         <instruction instr-id='592'/>
+         <instruction instr-id='592' subinstr-id='2'/>
+         <instruction instr-id='592' subinstr-id='4'/>
+         <instruction instr-id='594'/>
+         <instruction instr-id='594' subinstr-id='2'/>
+         <instruction instr-id='594' subinstr-id='4'/>
+         <instruction instr-id='594' subinstr-id='6'/>
+         <instruction instr-id='633'/>
+         <instruction instr-id='633' subinstr-id='2'/>
+         <instruction instr-id='633' subinstr-id='4'/>
+         <instruction instr-id='633' subinstr-id='6'/>
+         <instruction instr-id='635'/>
+         <instruction instr-id='635' subinstr-id='2'/>
+         <instruction instr-id='635' subinstr-id='4'/>
+         <instruction instr-id='635' subinstr-id='6'/>
+         <instruction instr-id='674'/>
+         <instruction instr-id='676'/>
+         <instruction instr-id='676' subinstr-id='2'/>
+         <instruction instr-id='676' subinstr-id='4'/>
+         <instruction instr-id='676' subinstr-id='6'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='716' subinstr-id='2'/>
+         <instruction instr-id='716' subinstr-id='4'/>
+         <instruction instr-id='716' subinstr-id='6'/>
+         <instruction instr-id='718'/>
+         <instruction instr-id='718' subinstr-id='2'/>
+         <instruction instr-id='718' subinstr-id='4'/>
+         <instruction instr-id='718' subinstr-id='6'/>
+         <bounding-box x1='111' y1='475' x2='476' y2='705'/>
+      </region>
+   </table>
+   <table id='9'>
+      <region id='1' page='10'>
+         <instruction instr-id='19'/>
+         <instruction instr-id='19' subinstr-id='2'/>
+         <instruction instr-id='19' subinstr-id='4'/>
+         <instruction instr-id='19' subinstr-id='6'/>
+         <instruction instr-id='63'/>
+         <instruction instr-id='63' subinstr-id='2'/>
+         <instruction instr-id='63' subinstr-id='4'/>
+         <instruction instr-id='65'/>
+         <instruction instr-id='65' subinstr-id='2'/>
+         <instruction instr-id='105'/>
+         <instruction instr-id='105' subinstr-id='2'/>
+         <instruction instr-id='105' subinstr-id='4'/>
+         <instruction instr-id='105' subinstr-id='6'/>
+         <instruction instr-id='105' subinstr-id='8'/>
+         <instruction instr-id='105' subinstr-id='10'/>
+         <instruction instr-id='105' subinstr-id='12'/>
+         <instruction instr-id='105' subinstr-id='14'/>
+         <instruction instr-id='105' subinstr-id='16'/>
+         <instruction instr-id='105' subinstr-id='18'/>
+         <instruction instr-id='105' subinstr-id='20'/>
+         <instruction instr-id='105' subinstr-id='22'/>
+         <instruction instr-id='105' subinstr-id='24'/>
+         <instruction instr-id='105' subinstr-id='26'/>
+         <instruction instr-id='105' subinstr-id='28'/>
+         <instruction instr-id='105' subinstr-id='30'/>
+         <instruction instr-id='105' subinstr-id='32'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='144' subinstr-id='6'/>
+         <instruction instr-id='144' subinstr-id='8'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='146' subinstr-id='2'/>
+         <instruction instr-id='146' subinstr-id='4'/>
+         <instruction instr-id='146' subinstr-id='6'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='271' subinstr-id='4'/>
+         <instruction instr-id='271' subinstr-id='6'/>
+         <instruction instr-id='271' subinstr-id='8'/>
+         <instruction instr-id='271' subinstr-id='10'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='354'/>
+         <instruction instr-id='354' subinstr-id='2'/>
+         <instruction instr-id='354' subinstr-id='4'/>
+         <instruction instr-id='354' subinstr-id='6'/>
+         <instruction instr-id='356'/>
+         <instruction instr-id='358'/>
+         <instruction instr-id='360'/>
+         <instruction instr-id='360' subinstr-id='2'/>
+         <instruction instr-id='360' subinstr-id='4'/>
+         <instruction instr-id='400'/>
+         <instruction instr-id='400' subinstr-id='2'/>
+         <instruction instr-id='400' subinstr-id='4'/>
+         <instruction instr-id='400' subinstr-id='6'/>
+         <instruction instr-id='402'/>
+         <instruction instr-id='402' subinstr-id='2'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='404' subinstr-id='2'/>
+         <instruction instr-id='406'/>
+         <instruction instr-id='408'/>
+         <instruction instr-id='408' subinstr-id='2'/>
+         <instruction instr-id='408' subinstr-id='4'/>
+         <instruction instr-id='448'/>
+         <instruction instr-id='448' subinstr-id='2'/>
+         <instruction instr-id='448' subinstr-id='4'/>
+         <instruction instr-id='448' subinstr-id='6'/>
+         <instruction instr-id='448' subinstr-id='8'/>
+         <instruction instr-id='448' subinstr-id='10'/>
+         <instruction instr-id='448' subinstr-id='12'/>
+         <instruction instr-id='450'/>
+         <instruction instr-id='452'/>
+         <instruction instr-id='454'/>
+         <instruction instr-id='494'/>
+         <instruction instr-id='494' subinstr-id='2'/>
+         <instruction instr-id='494' subinstr-id='4'/>
+         <instruction instr-id='494' subinstr-id='6'/>
+         <instruction instr-id='496'/>
+         <instruction instr-id='496' subinstr-id='2'/>
+         <instruction instr-id='498'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='538' subinstr-id='2'/>
+         <instruction instr-id='538' subinstr-id='4'/>
+         <instruction instr-id='540'/>
+         <instruction instr-id='540' subinstr-id='2'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='582'/>
+         <instruction instr-id='582' subinstr-id='2'/>
+         <instruction instr-id='582' subinstr-id='4'/>
+         <instruction instr-id='582' subinstr-id='6'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='2'/>
+         <instruction instr-id='624'/>
+         <instruction instr-id='626'/>
+         <instruction instr-id='626' subinstr-id='2'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='630'/>
+         <instruction instr-id='630' subinstr-id='2'/>
+         <instruction instr-id='669'/>
+         <instruction instr-id='669' subinstr-id='2'/>
+         <instruction instr-id='669' subinstr-id='4'/>
+         <instruction instr-id='669' subinstr-id='6'/>
+         <instruction instr-id='671'/>
+         <bounding-box x1='111' y1='515' x2='467' y2='731'/>
+      </region>
+   </table>
+   <table id='10'>
+      <region id='2' page='11'>
+         <instruction instr-id='33'/>
+         <instruction instr-id='33' subinstr-id='2'/>
+         <instruction instr-id='33' subinstr-id='4'/>
+         <instruction instr-id='33' subinstr-id='6'/>
+         <instruction instr-id='33' subinstr-id='8'/>
+         <instruction instr-id='33' subinstr-id='10'/>
+         <instruction instr-id='102'/>
+         <instruction instr-id='102' subinstr-id='2'/>
+         <instruction instr-id='104'/>
+         <instruction instr-id='104' subinstr-id='2'/>
+         <instruction instr-id='104' subinstr-id='4'/>
+         <instruction instr-id='104' subinstr-id='6'/>
+         <instruction instr-id='104' subinstr-id='8'/>
+         <instruction instr-id='104' subinstr-id='10'/>
+         <instruction instr-id='104' subinstr-id='12'/>
+         <instruction instr-id='104' subinstr-id='14'/>
+         <instruction instr-id='104' subinstr-id='16'/>
+         <instruction instr-id='104' subinstr-id='18'/>
+         <instruction instr-id='104' subinstr-id='20'/>
+         <instruction instr-id='104' subinstr-id='22'/>
+         <instruction instr-id='104' subinstr-id='24'/>
+         <instruction instr-id='104' subinstr-id='26'/>
+         <instruction instr-id='104' subinstr-id='28'/>
+         <instruction instr-id='104' subinstr-id='30'/>
+         <instruction instr-id='104' subinstr-id='32'/>
+         <instruction instr-id='104' subinstr-id='34'/>
+         <instruction instr-id='104' subinstr-id='36'/>
+         <instruction instr-id='104' subinstr-id='38'/>
+         <instruction instr-id='104' subinstr-id='40'/>
+         <instruction instr-id='104' subinstr-id='42'/>
+         <instruction instr-id='104' subinstr-id='44'/>
+         <instruction instr-id='104' subinstr-id='46'/>
+         <instruction instr-id='104' subinstr-id='48'/>
+         <instruction instr-id='104' subinstr-id='50'/>
+         <instruction instr-id='104' subinstr-id='52'/>
+         <instruction instr-id='108'/>
+         <instruction instr-id='108' subinstr-id='2'/>
+         <instruction instr-id='108' subinstr-id='4'/>
+         <instruction instr-id='108' subinstr-id='6'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='8'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='176' subinstr-id='12'/>
+         <instruction instr-id='176' subinstr-id='14'/>
+         <instruction instr-id='176' subinstr-id='16'/>
+         <instruction instr-id='176' subinstr-id='18'/>
+         <instruction instr-id='176' subinstr-id='20'/>
+         <instruction instr-id='176' subinstr-id='22'/>
+         <instruction instr-id='176' subinstr-id='24'/>
+         <instruction instr-id='176' subinstr-id='26'/>
+         <instruction instr-id='176' subinstr-id='28'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='10'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='240' subinstr-id='18'/>
+         <instruction instr-id='240' subinstr-id='20'/>
+         <instruction instr-id='240' subinstr-id='22'/>
+         <instruction instr-id='240' subinstr-id='24'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='303' subinstr-id='2'/>
+         <instruction instr-id='303' subinstr-id='4'/>
+         <instruction instr-id='303' subinstr-id='6'/>
+         <instruction instr-id='303' subinstr-id='8'/>
+         <instruction instr-id='303' subinstr-id='10'/>
+         <instruction instr-id='303' subinstr-id='12'/>
+         <instruction instr-id='303' subinstr-id='14'/>
+         <instruction instr-id='303' subinstr-id='16'/>
+         <instruction instr-id='303' subinstr-id='18'/>
+         <instruction instr-id='303' subinstr-id='20'/>
+         <instruction instr-id='303' subinstr-id='22'/>
+         <instruction instr-id='303' subinstr-id='24'/>
+         <instruction instr-id='303' subinstr-id='26'/>
+         <instruction instr-id='303' subinstr-id='28'/>
+         <instruction instr-id='303' subinstr-id='30'/>
+         <instruction instr-id='303' subinstr-id='32'/>
+         <instruction instr-id='303' subinstr-id='34'/>
+         <instruction instr-id='303' subinstr-id='36'/>
+         <instruction instr-id='303' subinstr-id='38'/>
+         <instruction instr-id='303' subinstr-id='40'/>
+         <instruction instr-id='303' subinstr-id='42'/>
+         <instruction instr-id='303' subinstr-id='44'/>
+         <instruction instr-id='303' subinstr-id='46'/>
+         <instruction instr-id='303' subinstr-id='48'/>
+         <instruction instr-id='303' subinstr-id='50'/>
+         <instruction instr-id='303' subinstr-id='52'/>
+         <instruction instr-id='303' subinstr-id='54'/>
+         <instruction instr-id='307'/>
+         <instruction instr-id='307' subinstr-id='2'/>
+         <instruction instr-id='307' subinstr-id='4'/>
+         <instruction instr-id='307' subinstr-id='6'/>
+         <instruction instr-id='307' subinstr-id='8'/>
+         <instruction instr-id='307' subinstr-id='10'/>
+         <instruction instr-id='307' subinstr-id='12'/>
+         <instruction instr-id='307' subinstr-id='14'/>
+         <instruction instr-id='307' subinstr-id='16'/>
+         <instruction instr-id='307' subinstr-id='18'/>
+         <instruction instr-id='307' subinstr-id='20'/>
+         <instruction instr-id='307' subinstr-id='22'/>
+         <instruction instr-id='307' subinstr-id='24'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='311' subinstr-id='8'/>
+         <instruction instr-id='311' subinstr-id='10'/>
+         <instruction instr-id='311' subinstr-id='12'/>
+         <instruction instr-id='311' subinstr-id='14'/>
+         <instruction instr-id='311' subinstr-id='16'/>
+         <instruction instr-id='375'/>
+         <instruction instr-id='375' subinstr-id='2'/>
+         <instruction instr-id='375' subinstr-id='4'/>
+         <instruction instr-id='375' subinstr-id='6'/>
+         <instruction instr-id='375' subinstr-id='8'/>
+         <instruction instr-id='377'/>
+         <instruction instr-id='377' subinstr-id='2'/>
+         <instruction instr-id='441'/>
+         <instruction instr-id='441' subinstr-id='2'/>
+         <instruction instr-id='441' subinstr-id='4'/>
+         <instruction instr-id='441' subinstr-id='6'/>
+         <instruction instr-id='441' subinstr-id='8'/>
+         <instruction instr-id='441' subinstr-id='10'/>
+         <instruction instr-id='441' subinstr-id='12'/>
+         <instruction instr-id='441' subinstr-id='14'/>
+         <instruction instr-id='441' subinstr-id='16'/>
+         <instruction instr-id='441' subinstr-id='18'/>
+         <instruction instr-id='441' subinstr-id='20'/>
+         <instruction instr-id='441' subinstr-id='22'/>
+         <instruction instr-id='441' subinstr-id='24'/>
+         <instruction instr-id='441' subinstr-id='26'/>
+         <instruction instr-id='441' subinstr-id='28'/>
+         <instruction instr-id='441' subinstr-id='30'/>
+         <instruction instr-id='441' subinstr-id='32'/>
+         <instruction instr-id='441' subinstr-id='34'/>
+         <instruction instr-id='441' subinstr-id='36'/>
+         <instruction instr-id='441' subinstr-id='38'/>
+         <instruction instr-id='441' subinstr-id='40'/>
+         <instruction instr-id='441' subinstr-id='42'/>
+         <instruction instr-id='441' subinstr-id='44'/>
+         <instruction instr-id='441' subinstr-id='46'/>
+         <instruction instr-id='441' subinstr-id='48'/>
+         <instruction instr-id='441' subinstr-id='50'/>
+         <instruction instr-id='441' subinstr-id='52'/>
+         <instruction instr-id='505'/>
+         <instruction instr-id='505' subinstr-id='2'/>
+         <instruction instr-id='505' subinstr-id='4'/>
+         <instruction instr-id='507'/>
+         <instruction instr-id='507' subinstr-id='2'/>
+         <instruction instr-id='507' subinstr-id='4'/>
+         <instruction instr-id='507' subinstr-id='6'/>
+         <instruction instr-id='510'/>
+         <instruction instr-id='510' subinstr-id='2'/>
+         <instruction instr-id='510' subinstr-id='4'/>
+         <instruction instr-id='510' subinstr-id='6'/>
+         <instruction instr-id='510' subinstr-id='8'/>
+         <instruction instr-id='510' subinstr-id='10'/>
+         <instruction instr-id='510' subinstr-id='12'/>
+         <instruction instr-id='510' subinstr-id='14'/>
+         <instruction instr-id='510' subinstr-id='16'/>
+         <instruction instr-id='510' subinstr-id='18'/>
+         <instruction instr-id='510' subinstr-id='20'/>
+         <instruction instr-id='510' subinstr-id='22'/>
+         <instruction instr-id='510' subinstr-id='24'/>
+         <instruction instr-id='510' subinstr-id='26'/>
+         <instruction instr-id='510' subinstr-id='28'/>
+         <instruction instr-id='510' subinstr-id='30'/>
+         <instruction instr-id='510' subinstr-id='32'/>
+         <instruction instr-id='574'/>
+         <instruction instr-id='574' subinstr-id='2'/>
+         <instruction instr-id='574' subinstr-id='4'/>
+         <instruction instr-id='574' subinstr-id='6'/>
+         <instruction instr-id='576'/>
+         <instruction instr-id='640'/>
+         <instruction instr-id='640' subinstr-id='2'/>
+         <instruction instr-id='640' subinstr-id='4'/>
+         <instruction instr-id='642'/>
+         <instruction instr-id='706'/>
+         <instruction instr-id='706' subinstr-id='2'/>
+         <instruction instr-id='706' subinstr-id='4'/>
+         <instruction instr-id='706' subinstr-id='6'/>
+         <instruction instr-id='708'/>
+         <instruction instr-id='708' subinstr-id='2'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='772' subinstr-id='2'/>
+         <instruction instr-id='772' subinstr-id='4'/>
+         <instruction instr-id='772' subinstr-id='6'/>
+         <instruction instr-id='774'/>
+         <instruction instr-id='774' subinstr-id='2'/>
+         <instruction instr-id='838'/>
+         <instruction instr-id='838' subinstr-id='2'/>
+         <instruction instr-id='838' subinstr-id='4'/>
+         <instruction instr-id='838' subinstr-id='6'/>
+         <instruction instr-id='840'/>
+         <instruction instr-id='840' subinstr-id='2'/>
+         <instruction instr-id='904'/>
+         <instruction instr-id='904' subinstr-id='2'/>
+         <instruction instr-id='904' subinstr-id='4'/>
+         <instruction instr-id='906'/>
+         <bounding-box x1='71' y1='424' x2='521' y2='654'/>
+      </region>
+   </table>
+   <table id='11'>
+      <region id='2' page='12'>
+         <instruction instr-id='60'/>
+         <instruction instr-id='60' subinstr-id='2'/>
+         <instruction instr-id='60' subinstr-id='4'/>
+         <instruction instr-id='60' subinstr-id='6'/>
+         <instruction instr-id='60' subinstr-id='8'/>
+         <instruction instr-id='60' subinstr-id='10'/>
+         <instruction instr-id='60' subinstr-id='12'/>
+         <instruction instr-id='60' subinstr-id='14'/>
+         <instruction instr-id='60' subinstr-id='16'/>
+         <instruction instr-id='60' subinstr-id='18'/>
+         <instruction instr-id='60' subinstr-id='20'/>
+         <instruction instr-id='60' subinstr-id='22'/>
+         <instruction instr-id='60' subinstr-id='24'/>
+         <instruction instr-id='60' subinstr-id='26'/>
+         <instruction instr-id='60' subinstr-id='28'/>
+         <instruction instr-id='60' subinstr-id='30'/>
+         <instruction instr-id='60' subinstr-id='32'/>
+         <instruction instr-id='92'/>
+         <instruction instr-id='92' subinstr-id='2'/>
+         <instruction instr-id='94'/>
+         <instruction instr-id='94' subinstr-id='2'/>
+         <instruction instr-id='94' subinstr-id='4'/>
+         <instruction instr-id='94' subinstr-id='6'/>
+         <instruction instr-id='96'/>
+         <instruction instr-id='96' subinstr-id='2'/>
+         <instruction instr-id='96' subinstr-id='4'/>
+         <instruction instr-id='96' subinstr-id='6'/>
+         <instruction instr-id='124'/>
+         <instruction instr-id='124' subinstr-id='2'/>
+         <instruction instr-id='124' subinstr-id='4'/>
+         <instruction instr-id='124' subinstr-id='6'/>
+         <instruction instr-id='124' subinstr-id='8'/>
+         <instruction instr-id='124' subinstr-id='10'/>
+         <instruction instr-id='124' subinstr-id='12'/>
+         <instruction instr-id='124' subinstr-id='14'/>
+         <instruction instr-id='124' subinstr-id='16'/>
+         <instruction instr-id='124' subinstr-id='18'/>
+         <instruction instr-id='124' subinstr-id='20'/>
+         <instruction instr-id='124' subinstr-id='22'/>
+         <instruction instr-id='124' subinstr-id='24'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='126' subinstr-id='4'/>
+         <instruction instr-id='126' subinstr-id='6'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='154' subinstr-id='2'/>
+         <instruction instr-id='154' subinstr-id='4'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='156' subinstr-id='8'/>
+         <instruction instr-id='156' subinstr-id='10'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='186' subinstr-id='8'/>
+         <instruction instr-id='186' subinstr-id='10'/>
+         <instruction instr-id='186' subinstr-id='12'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='188' subinstr-id='2'/>
+         <instruction instr-id='188' subinstr-id='4'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='4'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='217' subinstr-id='2'/>
+         <instruction instr-id='217' subinstr-id='4'/>
+         <instruction instr-id='217' subinstr-id='6'/>
+         <instruction instr-id='217' subinstr-id='8'/>
+         <instruction instr-id='217' subinstr-id='10'/>
+         <instruction instr-id='217' subinstr-id='12'/>
+         <instruction instr-id='217' subinstr-id='14'/>
+         <instruction instr-id='217' subinstr-id='16'/>
+         <instruction instr-id='217' subinstr-id='18'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='219' subinstr-id='2'/>
+         <instruction instr-id='219' subinstr-id='4'/>
+         <instruction instr-id='219' subinstr-id='6'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='221' subinstr-id='4'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='281' subinstr-id='8'/>
+         <instruction instr-id='281' subinstr-id='10'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='10'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='4'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='346' subinstr-id='2'/>
+         <instruction instr-id='346' subinstr-id='4'/>
+         <instruction instr-id='346' subinstr-id='6'/>
+         <instruction instr-id='346' subinstr-id='8'/>
+         <instruction instr-id='346' subinstr-id='10'/>
+         <instruction instr-id='346' subinstr-id='12'/>
+         <instruction instr-id='346' subinstr-id='14'/>
+         <instruction instr-id='346' subinstr-id='16'/>
+         <instruction instr-id='346' subinstr-id='18'/>
+         <instruction instr-id='346' subinstr-id='20'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='348' subinstr-id='2'/>
+         <instruction instr-id='348' subinstr-id='4'/>
+         <instruction instr-id='377'/>
+         <instruction instr-id='377' subinstr-id='2'/>
+         <instruction instr-id='377' subinstr-id='4'/>
+         <instruction instr-id='377' subinstr-id='6'/>
+         <instruction instr-id='377' subinstr-id='8'/>
+         <instruction instr-id='379'/>
+         <instruction instr-id='379' subinstr-id='2'/>
+         <instruction instr-id='381'/>
+         <instruction instr-id='381' subinstr-id='2'/>
+         <instruction instr-id='381' subinstr-id='4'/>
+         <instruction instr-id='409'/>
+         <instruction instr-id='409' subinstr-id='2'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='411' subinstr-id='2'/>
+         <instruction instr-id='411' subinstr-id='4'/>
+         <instruction instr-id='411' subinstr-id='6'/>
+         <instruction instr-id='411' subinstr-id='8'/>
+         <instruction instr-id='413'/>
+         <instruction instr-id='441'/>
+         <instruction instr-id='441' subinstr-id='2'/>
+         <instruction instr-id='441' subinstr-id='4'/>
+         <instruction instr-id='441' subinstr-id='6'/>
+         <instruction instr-id='441' subinstr-id='8'/>
+         <instruction instr-id='441' subinstr-id='10'/>
+         <instruction instr-id='443'/>
+         <instruction instr-id='443' subinstr-id='2'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='445' subinstr-id='2'/>
+         <instruction instr-id='445' subinstr-id='4'/>
+         <instruction instr-id='473'/>
+         <instruction instr-id='473' subinstr-id='2'/>
+         <instruction instr-id='475'/>
+         <instruction instr-id='475' subinstr-id='2'/>
+         <instruction instr-id='475' subinstr-id='4'/>
+         <instruction instr-id='475' subinstr-id='6'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='477' subinstr-id='2'/>
+         <instruction instr-id='477' subinstr-id='4'/>
+         <instruction instr-id='504'/>
+         <instruction instr-id='504' subinstr-id='2'/>
+         <instruction instr-id='504' subinstr-id='4'/>
+         <instruction instr-id='504' subinstr-id='6'/>
+         <instruction instr-id='504' subinstr-id='8'/>
+         <instruction instr-id='506'/>
+         <instruction instr-id='506' subinstr-id='2'/>
+         <instruction instr-id='506' subinstr-id='4'/>
+         <instruction instr-id='506' subinstr-id='6'/>
+         <instruction instr-id='508'/>
+         <instruction instr-id='508' subinstr-id='2'/>
+         <instruction instr-id='508' subinstr-id='4'/>
+         <instruction instr-id='536'/>
+         <instruction instr-id='536' subinstr-id='2'/>
+         <instruction instr-id='536' subinstr-id='4'/>
+         <instruction instr-id='536' subinstr-id='6'/>
+         <instruction instr-id='536' subinstr-id='8'/>
+         <instruction instr-id='536' subinstr-id='10'/>
+         <instruction instr-id='536' subinstr-id='12'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='538' subinstr-id='2'/>
+         <instruction instr-id='538' subinstr-id='4'/>
+         <instruction instr-id='538' subinstr-id='6'/>
+         <instruction instr-id='538' subinstr-id='8'/>
+         <instruction instr-id='538' subinstr-id='10'/>
+         <instruction instr-id='540'/>
+         <instruction instr-id='540' subinstr-id='2'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='569' subinstr-id='2'/>
+         <instruction instr-id='569' subinstr-id='4'/>
+         <instruction instr-id='569' subinstr-id='6'/>
+         <instruction instr-id='569' subinstr-id='8'/>
+         <instruction instr-id='569' subinstr-id='10'/>
+         <instruction instr-id='571'/>
+         <instruction instr-id='571' subinstr-id='2'/>
+         <instruction instr-id='571' subinstr-id='4'/>
+         <instruction instr-id='571' subinstr-id='6'/>
+         <instruction instr-id='573'/>
+         <instruction instr-id='573' subinstr-id='2'/>
+         <instruction instr-id='573' subinstr-id='4'/>
+         <instruction instr-id='602'/>
+         <instruction instr-id='602' subinstr-id='2'/>
+         <instruction instr-id='602' subinstr-id='4'/>
+         <instruction instr-id='602' subinstr-id='6'/>
+         <instruction instr-id='602' subinstr-id='8'/>
+         <instruction instr-id='602' subinstr-id='10'/>
+         <instruction instr-id='602' subinstr-id='12'/>
+         <instruction instr-id='602' subinstr-id='14'/>
+         <instruction instr-id='602' subinstr-id='16'/>
+         <instruction instr-id='602' subinstr-id='18'/>
+         <instruction instr-id='602' subinstr-id='20'/>
+         <instruction instr-id='602' subinstr-id='22'/>
+         <instruction instr-id='602' subinstr-id='24'/>
+         <instruction instr-id='602' subinstr-id='26'/>
+         <instruction instr-id='604'/>
+         <instruction instr-id='604' subinstr-id='2'/>
+         <instruction instr-id='604' subinstr-id='4'/>
+         <instruction instr-id='632'/>
+         <instruction instr-id='632' subinstr-id='2'/>
+         <instruction instr-id='632' subinstr-id='4'/>
+         <instruction instr-id='632' subinstr-id='6'/>
+         <instruction instr-id='632' subinstr-id='8'/>
+         <instruction instr-id='632' subinstr-id='10'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='634' subinstr-id='2'/>
+         <instruction instr-id='634' subinstr-id='4'/>
+         <instruction instr-id='634' subinstr-id='6'/>
+         <instruction instr-id='634' subinstr-id='8'/>
+         <instruction instr-id='634' subinstr-id='10'/>
+         <instruction instr-id='636'/>
+         <instruction instr-id='636' subinstr-id='2'/>
+         <instruction instr-id='636' subinstr-id='4'/>
+         <instruction instr-id='665'/>
+         <instruction instr-id='665' subinstr-id='2'/>
+         <instruction instr-id='665' subinstr-id='4'/>
+         <instruction instr-id='665' subinstr-id='6'/>
+         <instruction instr-id='665' subinstr-id='8'/>
+         <instruction instr-id='665' subinstr-id='10'/>
+         <instruction instr-id='665' subinstr-id='12'/>
+         <instruction instr-id='665' subinstr-id='14'/>
+         <instruction instr-id='665' subinstr-id='16'/>
+         <instruction instr-id='665' subinstr-id='18'/>
+         <instruction instr-id='665' subinstr-id='20'/>
+         <instruction instr-id='665' subinstr-id='22'/>
+         <instruction instr-id='665' subinstr-id='24'/>
+         <instruction instr-id='665' subinstr-id='26'/>
+         <instruction instr-id='667'/>
+         <instruction instr-id='667' subinstr-id='2'/>
+         <instruction instr-id='667' subinstr-id='4'/>
+         <instruction instr-id='667' subinstr-id='6'/>
+         <instruction instr-id='667' subinstr-id='8'/>
+         <instruction instr-id='667' subinstr-id='10'/>
+         <instruction instr-id='667' subinstr-id='12'/>
+         <instruction instr-id='669'/>
+         <instruction instr-id='697'/>
+         <instruction instr-id='697' subinstr-id='2'/>
+         <instruction instr-id='697' subinstr-id='4'/>
+         <instruction instr-id='699'/>
+         <instruction instr-id='699' subinstr-id='2'/>
+         <instruction instr-id='699' subinstr-id='4'/>
+         <instruction instr-id='701'/>
+         <instruction instr-id='701' subinstr-id='2'/>
+         <instruction instr-id='701' subinstr-id='4'/>
+         <bounding-box x1='105' y1='258' x2='477' y2='543'/>
+      </region>
+   </table>
+   <table id='12'>
+      <region id='1' page='14'>
+         <instruction instr-id='14'/>
+         <instruction instr-id='14' subinstr-id='2'/>
+         <instruction instr-id='14' subinstr-id='4'/>
+         <instruction instr-id='14' subinstr-id='6'/>
+         <instruction instr-id='17'/>
+         <instruction instr-id='17' subinstr-id='2'/>
+         <instruction instr-id='20'/>
+         <instruction instr-id='20' subinstr-id='2'/>
+         <instruction instr-id='20' subinstr-id='4'/>
+         <instruction instr-id='24'/>
+         <instruction instr-id='24' subinstr-id='2'/>
+         <instruction instr-id='24' subinstr-id='4'/>
+         <instruction instr-id='24' subinstr-id='6'/>
+         <instruction instr-id='24' subinstr-id='8'/>
+         <instruction instr-id='24' subinstr-id='10'/>
+         <instruction instr-id='24' subinstr-id='12'/>
+         <instruction instr-id='24' subinstr-id='14'/>
+         <instruction instr-id='24' subinstr-id='16'/>
+         <instruction instr-id='24' subinstr-id='18'/>
+         <instruction instr-id='24' subinstr-id='20'/>
+         <instruction instr-id='27'/>
+         <instruction instr-id='27' subinstr-id='2'/>
+         <instruction instr-id='27' subinstr-id='4'/>
+         <instruction instr-id='27' subinstr-id='6'/>
+         <instruction instr-id='27' subinstr-id='8'/>
+         <instruction instr-id='27' subinstr-id='10'/>
+         <instruction instr-id='27' subinstr-id='12'/>
+         <instruction instr-id='27' subinstr-id='14'/>
+         <instruction instr-id='31'/>
+         <instruction instr-id='31' subinstr-id='2'/>
+         <instruction instr-id='31' subinstr-id='4'/>
+         <instruction instr-id='31' subinstr-id='6'/>
+         <instruction instr-id='35'/>
+         <instruction instr-id='35' subinstr-id='2'/>
+         <instruction instr-id='35' subinstr-id='4'/>
+         <instruction instr-id='35' subinstr-id='6'/>
+         <instruction instr-id='35' subinstr-id='8'/>
+         <instruction instr-id='35' subinstr-id='10'/>
+         <instruction instr-id='35' subinstr-id='12'/>
+         <instruction instr-id='35' subinstr-id='14'/>
+         <instruction instr-id='35' subinstr-id='16'/>
+         <instruction instr-id='35' subinstr-id='18'/>
+         <instruction instr-id='39'/>
+         <instruction instr-id='39' subinstr-id='2'/>
+         <instruction instr-id='39' subinstr-id='4'/>
+         <instruction instr-id='39' subinstr-id='6'/>
+         <instruction instr-id='39' subinstr-id='8'/>
+         <instruction instr-id='39' subinstr-id='10'/>
+         <instruction instr-id='39' subinstr-id='12'/>
+         <instruction instr-id='39' subinstr-id='14'/>
+         <instruction instr-id='39' subinstr-id='16'/>
+         <instruction instr-id='43'/>
+         <instruction instr-id='43' subinstr-id='2'/>
+         <instruction instr-id='43' subinstr-id='4'/>
+         <instruction instr-id='43' subinstr-id='6'/>
+         <instruction instr-id='43' subinstr-id='8'/>
+         <instruction instr-id='80'/>
+         <instruction instr-id='80' subinstr-id='2'/>
+         <instruction instr-id='80' subinstr-id='4'/>
+         <instruction instr-id='80' subinstr-id='6'/>
+         <instruction instr-id='80' subinstr-id='8'/>
+         <instruction instr-id='82'/>
+         <instruction instr-id='84'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='121'/>
+         <instruction instr-id='121' subinstr-id='2'/>
+         <instruction instr-id='123'/>
+         <instruction instr-id='125'/>
+         <instruction instr-id='127'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='200' subinstr-id='2'/>
+         <instruction instr-id='200' subinstr-id='4'/>
+         <instruction instr-id='200' subinstr-id='6'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='309'/>
+         <instruction instr-id='309' subinstr-id='2'/>
+         <instruction instr-id='309' subinstr-id='4'/>
+         <instruction instr-id='309' subinstr-id='6'/>
+         <instruction instr-id='309' subinstr-id='8'/>
+         <instruction instr-id='309' subinstr-id='10'/>
+         <instruction instr-id='309' subinstr-id='12'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='349' subinstr-id='4'/>
+         <instruction instr-id='351'/>
+         <instruction instr-id='353'/>
+         <instruction instr-id='353' subinstr-id='2'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='390'/>
+         <instruction instr-id='390' subinstr-id='2'/>
+         <instruction instr-id='390' subinstr-id='4'/>
+         <instruction instr-id='390' subinstr-id='6'/>
+         <instruction instr-id='390' subinstr-id='8'/>
+         <instruction instr-id='390' subinstr-id='10'/>
+         <instruction instr-id='390' subinstr-id='12'/>
+         <instruction instr-id='392'/>
+         <instruction instr-id='392' subinstr-id='2'/>
+         <instruction instr-id='392' subinstr-id='4'/>
+         <instruction instr-id='392' subinstr-id='6'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='426' subinstr-id='2'/>
+         <instruction instr-id='426' subinstr-id='4'/>
+         <instruction instr-id='428'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='432'/>
+         <instruction instr-id='467'/>
+         <instruction instr-id='467' subinstr-id='2'/>
+         <instruction instr-id='467' subinstr-id='4'/>
+         <instruction instr-id='467' subinstr-id='6'/>
+         <instruction instr-id='469'/>
+         <instruction instr-id='469' subinstr-id='2'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='505'/>
+         <instruction instr-id='505' subinstr-id='2'/>
+         <instruction instr-id='505' subinstr-id='4'/>
+         <instruction instr-id='507'/>
+         <instruction instr-id='540'/>
+         <instruction instr-id='540' subinstr-id='2'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='576'/>
+         <instruction instr-id='576' subinstr-id='2'/>
+         <instruction instr-id='576' subinstr-id='4'/>
+         <instruction instr-id='576' subinstr-id='6'/>
+         <instruction instr-id='576' subinstr-id='8'/>
+         <instruction instr-id='576' subinstr-id='10'/>
+         <instruction instr-id='576' subinstr-id='12'/>
+         <instruction instr-id='576' subinstr-id='14'/>
+         <instruction instr-id='576' subinstr-id='16'/>
+         <instruction instr-id='576' subinstr-id='18'/>
+         <instruction instr-id='576' subinstr-id='20'/>
+         <instruction instr-id='576' subinstr-id='22'/>
+         <instruction instr-id='578'/>
+         <instruction instr-id='578' subinstr-id='2'/>
+         <instruction instr-id='580'/>
+         <instruction instr-id='582'/>
+         <instruction instr-id='616'/>
+         <instruction instr-id='616' subinstr-id='2'/>
+         <instruction instr-id='616' subinstr-id='4'/>
+         <instruction instr-id='616' subinstr-id='6'/>
+         <instruction instr-id='616' subinstr-id='8'/>
+         <instruction instr-id='616' subinstr-id='10'/>
+         <instruction instr-id='616' subinstr-id='12'/>
+         <instruction instr-id='616' subinstr-id='14'/>
+         <instruction instr-id='616' subinstr-id='16'/>
+         <instruction instr-id='618'/>
+         <instruction instr-id='652'/>
+         <instruction instr-id='652' subinstr-id='2'/>
+         <instruction instr-id='652' subinstr-id='4'/>
+         <instruction instr-id='652' subinstr-id='6'/>
+         <instruction instr-id='652' subinstr-id='8'/>
+         <instruction instr-id='652' subinstr-id='10'/>
+         <instruction instr-id='654'/>
+         <instruction instr-id='654' subinstr-id='2'/>
+         <instruction instr-id='656'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='691'/>
+         <instruction instr-id='693'/>
+         <instruction instr-id='695'/>
+         <instruction instr-id='728'/>
+         <instruction instr-id='728' subinstr-id='2'/>
+         <instruction instr-id='728' subinstr-id='4'/>
+         <instruction instr-id='728' subinstr-id='6'/>
+         <instruction instr-id='730'/>
+         <instruction instr-id='730' subinstr-id='2'/>
+         <instruction instr-id='732'/>
+         <instruction instr-id='734'/>
+         <instruction instr-id='769'/>
+         <instruction instr-id='769' subinstr-id='2'/>
+         <instruction instr-id='769' subinstr-id='4'/>
+         <instruction instr-id='769' subinstr-id='6'/>
+         <instruction instr-id='769' subinstr-id='8'/>
+         <instruction instr-id='771'/>
+         <instruction instr-id='771' subinstr-id='2'/>
+         <instruction instr-id='771' subinstr-id='4'/>
+         <instruction instr-id='804'/>
+         <instruction instr-id='804' subinstr-id='2'/>
+         <instruction instr-id='804' subinstr-id='4'/>
+         <instruction instr-id='804' subinstr-id='6'/>
+         <instruction instr-id='804' subinstr-id='8'/>
+         <instruction instr-id='804' subinstr-id='10'/>
+         <instruction instr-id='804' subinstr-id='12'/>
+         <instruction instr-id='804' subinstr-id='14'/>
+         <instruction instr-id='804' subinstr-id='16'/>
+         <instruction instr-id='804' subinstr-id='18'/>
+         <instruction instr-id='804' subinstr-id='20'/>
+         <instruction instr-id='804' subinstr-id='22'/>
+         <instruction instr-id='838'/>
+         <instruction instr-id='838' subinstr-id='2'/>
+         <instruction instr-id='838' subinstr-id='4'/>
+         <instruction instr-id='838' subinstr-id='6'/>
+         <instruction instr-id='838' subinstr-id='8'/>
+         <instruction instr-id='840'/>
+         <instruction instr-id='874'/>
+         <instruction instr-id='874' subinstr-id='2'/>
+         <instruction instr-id='876'/>
+         <instruction instr-id='876' subinstr-id='2'/>
+         <instruction instr-id='876' subinstr-id='4'/>
+         <instruction instr-id='910'/>
+         <instruction instr-id='910' subinstr-id='2'/>
+         <instruction instr-id='910' subinstr-id='4'/>
+         <instruction instr-id='910' subinstr-id='6'/>
+         <instruction instr-id='910' subinstr-id='8'/>
+         <instruction instr-id='910' subinstr-id='10'/>
+         <instruction instr-id='910' subinstr-id='12'/>
+         <instruction instr-id='910' subinstr-id='14'/>
+         <instruction instr-id='910' subinstr-id='16'/>
+         <instruction instr-id='910' subinstr-id='18'/>
+         <instruction instr-id='910' subinstr-id='20'/>
+         <instruction instr-id='912'/>
+         <instruction instr-id='914'/>
+         <instruction instr-id='948'/>
+         <instruction instr-id='948' subinstr-id='2'/>
+         <instruction instr-id='948' subinstr-id='4'/>
+         <instruction instr-id='948' subinstr-id='6'/>
+         <instruction instr-id='948' subinstr-id='8'/>
+         <instruction instr-id='948' subinstr-id='10'/>
+         <instruction instr-id='948' subinstr-id='12'/>
+         <instruction instr-id='950'/>
+         <instruction instr-id='983'/>
+         <instruction instr-id='983' subinstr-id='2'/>
+         <instruction instr-id='983' subinstr-id='4'/>
+         <instruction instr-id='983' subinstr-id='6'/>
+         <instruction instr-id='985'/>
+         <instruction instr-id='987'/>
+         <instruction instr-id='987' subinstr-id='2'/>
+         <instruction instr-id='989'/>
+         <bounding-box x1='78' y1='365' x2='515' y2='743'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-str.xml
new file mode 100644
index 00000000..192aa10b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004-str.xml
@@ -0,0 +1,5781 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-004-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="153" x2="203" y1="710" y2="743"/>
+                <content>per capita
+GNP ($000)
+1995</content>
+                <instruction instr-id="14" subinstr-id="-1"/>
+                <instruction instr-id="18" subinstr-id="0"/>
+                <instruction instr-id="18" subinstr-id="2"/>
+                <instruction instr-id="18" subinstr-id="4"/>
+                <instruction instr-id="20" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="218" x2="264" y1="722" y2="743"/>
+                <content>population
+1995 (mn)</content>
+                <instruction instr-id="23" subinstr-id="0"/>
+                <instruction instr-id="23" subinstr-id="2"/>
+                <instruction instr-id="23" subinstr-id="4"/>
+                <instruction instr-id="23" subinstr-id="6"/>
+                <instruction instr-id="23" subinstr-id="8"/>
+                <instruction instr-id="26" subinstr-id="0"/>
+                <instruction instr-id="26" subinstr-id="2"/>
+                <instruction instr-id="26" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="280" x2="333" y1="710" y2="743"/>
+                <content>Number of
+retail outlets
+(000)</content>
+                <instruction instr-id="30" subinstr-id="0"/>
+                <instruction instr-id="30" subinstr-id="2"/>
+                <instruction instr-id="30" subinstr-id="4"/>
+                <instruction instr-id="32" subinstr-id="-1"/>
+                <instruction instr-id="36" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="347" x2="395" y1="722" y2="743"/>
+                <content>inhabitants
+per outlet</content>
+                <instruction instr-id="39" subinstr-id="0"/>
+                <instruction instr-id="39" subinstr-id="2"/>
+                <instruction instr-id="39" subinstr-id="4"/>
+                <instruction instr-id="39" subinstr-id="6"/>
+                <instruction instr-id="39" subinstr-id="8"/>
+                <instruction instr-id="43" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="412" x2="449" y1="710" y2="743"/>
+                <content>Retail
+sales
+(Ecu bn)</content>
+                <instruction instr-id="45" subinstr-id="-1"/>
+                <instruction instr-id="48" subinstr-id="0"/>
+                <instruction instr-id="48" subinstr-id="2"/>
+                <instruction instr-id="51" subinstr-id="0"/>
+                <instruction instr-id="51" subinstr-id="2"/>
+                <instruction instr-id="51" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="0">
+                <bounding-box x1="468" x2="516" y1="710" y2="743"/>
+                <content>Retail sales
+per outlet
+(Ecu 000)</content>
+                <instruction instr-id="55" subinstr-id="0"/>
+                <instruction instr-id="55" subinstr-id="2"/>
+                <instruction instr-id="55" subinstr-id="4"/>
+                <instruction instr-id="59" subinstr-id="-1"/>
+                <instruction instr-id="63" subinstr-id="0"/>
+                <instruction instr-id="63" subinstr-id="2"/>
+                <instruction instr-id="63" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="78" x2="118" y1="697" y2="708"/>
+                <content>Germany</content>
+                <instruction instr-id="119" subinstr-id="0"/>
+                <instruction instr-id="119" subinstr-id="2"/>
+                <instruction instr-id="119" subinstr-id="4"/>
+                <instruction instr-id="119" subinstr-id="6"/>
+                <instruction instr-id="119" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="169" x2="188" y1="697" y2="708"/>
+                <content>27.5</content>
+                <instruction instr-id="119" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="232" x2="251" y1="697" y2="708"/>
+                <content>81.9</content>
+                <instruction instr-id="119" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="294" x2="319" y1="697" y2="708"/>
+                <content>415.3</content>
+                <instruction instr-id="119" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="362" x2="379" y1="697" y2="708"/>
+                <content>196</content>
+                <instruction instr-id="119" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="423" x2="439" y1="697" y2="708"/>
+                <content>373</content>
+                <instruction instr-id="119" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="483" x2="500" y1="697" y2="708"/>
+                <content>898</content>
+                <instruction instr-id="119" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="78" x2="107" y1="683" y2="694"/>
+                <content>France</content>
+                <instruction instr-id="170" subinstr-id="0"/>
+                <instruction instr-id="170" subinstr-id="2"/>
+                <instruction instr-id="170" subinstr-id="4"/>
+                <instruction instr-id="170" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="169" x2="188" y1="683" y2="694"/>
+                <content>25.0</content>
+                <instruction instr-id="172" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="232" x2="251" y1="683" y2="694"/>
+                <content>58.1</content>
+                <instruction instr-id="172" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="294" x2="319" y1="683" y2="694"/>
+                <content>343.4</content>
+                <instruction instr-id="172" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="362" x2="379" y1="683" y2="694"/>
+                <content>169</content>
+                <instruction instr-id="172" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="423" x2="439" y1="683" y2="694"/>
+                <content>292</content>
+                <instruction instr-id="172" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="483" x2="500" y1="683" y2="694"/>
+                <content>850</content>
+                <instruction instr-id="172" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="78" x2="93" y1="669" y2="680"/>
+                <content>UK</content>
+                <instruction instr-id="223" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="169" x2="188" y1="669" y2="680"/>
+                <content>18.7</content>
+                <instruction instr-id="225" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="232" x2="251" y1="669" y2="680"/>
+                <content>58.6</content>
+                <instruction instr-id="225" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="294" x2="319" y1="669" y2="680"/>
+                <content>289.9</content>
+                <instruction instr-id="225" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="362" x2="379" y1="669" y2="680"/>
+                <content>202</content>
+                <instruction instr-id="225" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="423" x2="439" y1="669" y2="680"/>
+                <content>233</content>
+                <instruction instr-id="225" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="483" x2="500" y1="669" y2="680"/>
+                <content>803</content>
+                <instruction instr-id="225" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="78" x2="97" y1="656" y2="667"/>
+                <content>Italy</content>
+                <instruction instr-id="276" subinstr-id="0"/>
+                <instruction instr-id="276" subinstr-id="2"/>
+                <instruction instr-id="276" subinstr-id="4"/>
+                <instruction instr-id="276" subinstr-id="6"/>
+                <instruction instr-id="276" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="169" x2="188" y1="656" y2="667"/>
+                <content>19.0</content>
+                <instruction instr-id="278" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="232" x2="251" y1="656" y2="667"/>
+                <content>57.3</content>
+                <instruction instr-id="278" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="294" x2="319" y1="656" y2="667"/>
+                <content>627.2</content>
+                <instruction instr-id="278" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="365" x2="376" y1="656" y2="667"/>
+                <content>91</content>
+                <instruction instr-id="278" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="423" x2="439" y1="656" y2="667"/>
+                <content>311</content>
+                <instruction instr-id="278" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="483" x2="500" y1="656" y2="667"/>
+                <content>496</content>
+                <instruction instr-id="278" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="78" x2="102" y1="642" y2="653"/>
+                <content>Spain</content>
+                <instruction instr-id="329" subinstr-id="0"/>
+                <instruction instr-id="329" subinstr-id="2"/>
+                <instruction instr-id="329" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="169" x2="188" y1="642" y2="653"/>
+                <content>13.6</content>
+                <instruction instr-id="331" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="232" x2="251" y1="642" y2="653"/>
+                <content>39.3</content>
+                <instruction instr-id="331" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="294" x2="319" y1="642" y2="653"/>
+                <content>440.2</content>
+                <instruction instr-id="331" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="365" x2="376" y1="642" y2="653"/>
+                <content>89</content>
+                <instruction instr-id="331" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="425" x2="436" y1="642" y2="653"/>
+                <content>89</content>
+                <instruction instr-id="331" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="483" x2="500" y1="642" y2="653"/>
+                <content>202</content>
+                <instruction instr-id="331" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="78" x2="130" y1="628" y2="639"/>
+                <content>Netherlands</content>
+                <instruction instr-id="382" subinstr-id="0"/>
+                <instruction instr-id="382" subinstr-id="2"/>
+                <instruction instr-id="382" subinstr-id="4"/>
+                <instruction instr-id="382" subinstr-id="6"/>
+                <instruction instr-id="382" subinstr-id="8"/>
+                <instruction instr-id="382" subinstr-id="10"/>
+                <instruction instr-id="382" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="169" x2="188" y1="628" y2="639"/>
+                <content>24.0</content>
+                <instruction instr-id="382" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="232" x2="251" y1="628" y2="639"/>
+                <content>15.4</content>
+                <instruction instr-id="382" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="294" x2="319" y1="628" y2="639"/>
+                <content>123.3</content>
+                <instruction instr-id="382" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="362" x2="379" y1="628" y2="639"/>
+                <content>125</content>
+                <instruction instr-id="382" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="425" x2="436" y1="628" y2="639"/>
+                <content>61</content>
+                <instruction instr-id="382" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="483" x2="500" y1="628" y2="639"/>
+                <content>494</content>
+                <instruction instr-id="382" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="78" x2="136" y1="615" y2="626"/>
+                <content>Belgium/Lux</content>
+                <instruction instr-id="433" subinstr-id="0"/>
+                <instruction instr-id="433" subinstr-id="2"/>
+                <instruction instr-id="433" subinstr-id="4"/>
+                <instruction instr-id="433" subinstr-id="6"/>
+                <instruction instr-id="433" subinstr-id="8"/>
+                <instruction instr-id="433" subinstr-id="10"/>
+                <instruction instr-id="433" subinstr-id="12"/>
+                <instruction instr-id="433" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="169" x2="188" y1="615" y2="626"/>
+                <content>25.7</content>
+                <instruction instr-id="433" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="232" x2="251" y1="615" y2="626"/>
+                <content>10.6</content>
+                <instruction instr-id="433" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="298" x2="315" y1="615" y2="626"/>
+                <content>110</content>
+                <instruction instr-id="433" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="365" x2="376" y1="615" y2="626"/>
+                <content>92</content>
+                <instruction instr-id="433" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="425" x2="436" y1="615" y2="626"/>
+                <content>33</content>
+                <instruction instr-id="433" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="483" x2="500" y1="615" y2="626"/>
+                <content>300</content>
+                <instruction instr-id="433" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="78" x2="109" y1="601" y2="612"/>
+                <content>Greece</content>
+                <instruction instr-id="485" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="172" x2="185" y1="601" y2="612"/>
+                <content>8.2</content>
+                <instruction instr-id="487" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="232" x2="251" y1="601" y2="612"/>
+                <content>10.4</content>
+                <instruction instr-id="487" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="294" x2="319" y1="601" y2="612"/>
+                <content>170.7</content>
+                <instruction instr-id="487" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="365" x2="376" y1="601" y2="612"/>
+                <content>61</content>
+                <instruction instr-id="487" subinstr-id="6"/>
+                <instruction instr-id="487" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="425" x2="436" y1="601" y2="612"/>
+                <content>25</content>
+                <instruction instr-id="487" subinstr-id="10"/>
+                <instruction instr-id="487" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="483" x2="500" y1="601" y2="612"/>
+                <content>147</content>
+                <instruction instr-id="487" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="78" x2="114" y1="587" y2="598"/>
+                <content>Portugal</content>
+                <instruction instr-id="539" subinstr-id="0"/>
+                <instruction instr-id="539" subinstr-id="2"/>
+                <instruction instr-id="539" subinstr-id="4"/>
+                <instruction instr-id="539" subinstr-id="6"/>
+                <instruction instr-id="539" subinstr-id="8"/>
+                <instruction instr-id="539" subinstr-id="10"/>
+                <instruction instr-id="539" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="171" x2="185" y1="587" y2="598"/>
+                <content>9.7</content>
+                <instruction instr-id="541" subinstr-id="0"/>
+                <instruction instr-id="541" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="234" x2="248" y1="587" y2="598"/>
+                <content>9.9</content>
+                <instruction instr-id="541" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="294" x2="319" y1="587" y2="598"/>
+                <content>130.4</content>
+                <instruction instr-id="541" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="365" x2="376" y1="587" y2="598"/>
+                <content>76</content>
+                <instruction instr-id="541" subinstr-id="8"/>
+                <instruction instr-id="541" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="425" x2="436" y1="587" y2="598"/>
+                <content>26</content>
+                <instruction instr-id="541" subinstr-id="12"/>
+                <instruction instr-id="541" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="483" x2="500" y1="587" y2="598"/>
+                <content>200</content>
+                <instruction instr-id="541" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="78" x2="112" y1="574" y2="585"/>
+                <content>Sweden</content>
+                <instruction instr-id="592" subinstr-id="0"/>
+                <instruction instr-id="592" subinstr-id="2"/>
+                <instruction instr-id="592" subinstr-id="4"/>
+                <instruction instr-id="592" subinstr-id="6"/>
+                <instruction instr-id="592" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="169" x2="188" y1="574" y2="585"/>
+                <content>23.8</content>
+                <instruction instr-id="594" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="234" x2="248" y1="574" y2="585"/>
+                <content>8.8</content>
+                <instruction instr-id="594" subinstr-id="2"/>
+                <instruction instr-id="594" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="297" x2="316" y1="574" y2="585"/>
+                <content>52.8</content>
+                <instruction instr-id="594" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="362" x2="379" y1="574" y2="585"/>
+                <content>167</content>
+                <instruction instr-id="594" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="425" x2="436" y1="574" y2="585"/>
+                <content>29</content>
+                <instruction instr-id="594" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="10">
+                <bounding-box x1="483" x2="500" y1="574" y2="585"/>
+                <content>547</content>
+                <instruction instr-id="594" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="78" x2="110" y1="560" y2="571"/>
+                <content>Austria</content>
+                <instruction instr-id="646" subinstr-id="0"/>
+                <instruction instr-id="646" subinstr-id="2"/>
+                <instruction instr-id="646" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="169" x2="188" y1="560" y2="571"/>
+                <content>26.9</content>
+                <instruction instr-id="648" subinstr-id="0"/>
+                <instruction instr-id="648" subinstr-id="2"/>
+                <instruction instr-id="648" subinstr-id="4"/>
+                <instruction instr-id="648" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="234" x2="248" y1="560" y2="571"/>
+                <content>8.1</content>
+                <instruction instr-id="648" subinstr-id="8"/>
+                <instruction instr-id="648" subinstr-id="10"/>
+                <instruction instr-id="648" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="297" x2="316" y1="560" y2="571"/>
+                <content>37.7</content>
+                <instruction instr-id="648" subinstr-id="14"/>
+                <instruction instr-id="648" subinstr-id="16"/>
+                <instruction instr-id="648" subinstr-id="18"/>
+                <instruction instr-id="648" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="362" x2="379" y1="560" y2="571"/>
+                <content>214</content>
+                <instruction instr-id="648" subinstr-id="22"/>
+                <instruction instr-id="648" subinstr-id="24"/>
+                <instruction instr-id="648" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="425" x2="436" y1="560" y2="571"/>
+                <content>31</content>
+                <instruction instr-id="648" subinstr-id="28"/>
+                <instruction instr-id="648" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="11">
+                <bounding-box x1="483" x2="500" y1="560" y2="571"/>
+                <content>822</content>
+                <instruction instr-id="648" subinstr-id="32"/>
+                <instruction instr-id="648" subinstr-id="34"/>
+                <instruction instr-id="648" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="78" x2="118" y1="546" y2="557"/>
+                <content>Denmark</content>
+                <instruction instr-id="700" subinstr-id="0"/>
+                <instruction instr-id="700" subinstr-id="2"/>
+                <instruction instr-id="700" subinstr-id="4"/>
+                <instruction instr-id="700" subinstr-id="6"/>
+                <instruction instr-id="700" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="169" x2="188" y1="546" y2="557"/>
+                <content>29.9</content>
+                <instruction instr-id="700" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="234" x2="248" y1="546" y2="557"/>
+                <content>5.2</content>
+                <instruction instr-id="700" subinstr-id="12"/>
+                <instruction instr-id="700" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="297" x2="316" y1="546" y2="557"/>
+                <content>40.9</content>
+                <instruction instr-id="700" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="362" x2="379" y1="546" y2="557"/>
+                <content>128</content>
+                <instruction instr-id="700" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="425" x2="436" y1="546" y2="557"/>
+                <content>28</content>
+                <instruction instr-id="700" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="12">
+                <bounding-box x1="483" x2="500" y1="546" y2="557"/>
+                <content>684</content>
+                <instruction instr-id="700" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="78" x2="111" y1="533" y2="544"/>
+                <content>Finland</content>
+                <instruction instr-id="752" subinstr-id="0"/>
+                <instruction instr-id="752" subinstr-id="2"/>
+                <instruction instr-id="752" subinstr-id="4"/>
+                <instruction instr-id="752" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="169" x2="188" y1="533" y2="544"/>
+                <content>20.6</content>
+                <instruction instr-id="754" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="234" x2="248" y1="533" y2="544"/>
+                <content>5.1</content>
+                <instruction instr-id="754" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="297" x2="316" y1="533" y2="544"/>
+                <content>31.7</content>
+                <instruction instr-id="754" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="362" x2="379" y1="533" y2="544"/>
+                <content>162</content>
+                <instruction instr-id="754" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="425" x2="436" y1="533" y2="544"/>
+                <content>22</content>
+                <instruction instr-id="754" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="13">
+                <bounding-box x1="483" x2="500" y1="533" y2="544"/>
+                <content>694</content>
+                <instruction instr-id="754" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="78" x2="108" y1="519" y2="530"/>
+                <content>Ireland</content>
+                <instruction instr-id="805" subinstr-id="0"/>
+                <instruction instr-id="805" subinstr-id="2"/>
+                <instruction instr-id="805" subinstr-id="4"/>
+                <instruction instr-id="805" subinstr-id="6"/>
+                <instruction instr-id="805" subinstr-id="8"/>
+                <instruction instr-id="805" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="169" x2="188" y1="519" y2="530"/>
+                <content>14.7</content>
+                <instruction instr-id="807" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="234" x2="248" y1="519" y2="530"/>
+                <content>3.6</content>
+                <instruction instr-id="807" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="297" x2="316" y1="519" y2="530"/>
+                <content>35.9</content>
+                <instruction instr-id="807" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="362" x2="379" y1="519" y2="530"/>
+                <content>101</content>
+                <instruction instr-id="807" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="425" x2="436" y1="519" y2="530"/>
+                <content>12</content>
+                <instruction instr-id="807" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="483" x2="500" y1="519" y2="530"/>
+                <content>334</content>
+                <instruction instr-id="807" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="78" x2="129" y1="505" y2="516"/>
+                <content>EU15 Total</content>
+                <instruction instr-id="859" subinstr-id="0"/>
+                <instruction instr-id="859" subinstr-id="2"/>
+                <instruction instr-id="859" subinstr-id="4"/>
+                <instruction instr-id="859" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="229" x2="254" y1="505" y2="516"/>
+                <content>372.3</content>
+                <instruction instr-id="861" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="291" x2="322" y1="505" y2="516"/>
+                <content>3236.5</content>
+                <instruction instr-id="861" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="362" x2="379" y1="505" y2="516"/>
+                <content>115</content>
+                <instruction instr-id="861" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="420" x2="442" y1="505" y2="516"/>
+                <content>1565</content>
+                <instruction instr-id="861" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="483" x2="500" y1="505" y2="516"/>
+                <content>549</content>
+                <instruction instr-id="861" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="152" x2="202" y1="375" y2="399"/>
+                <content>population
+1995 (mn)</content>
+                <instruction instr-id="962" subinstr-id="0"/>
+                <instruction instr-id="962" subinstr-id="2"/>
+                <instruction instr-id="962" subinstr-id="4"/>
+                <instruction instr-id="962" subinstr-id="6"/>
+                <instruction instr-id="962" subinstr-id="8"/>
+                <instruction instr-id="966" subinstr-id="0"/>
+                <instruction instr-id="966" subinstr-id="2"/>
+                <instruction instr-id="966" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="215" x2="278" y1="362" y2="399"/>
+                <content>number of
+food outlets
+1996/7 (000)*</content>
+                <instruction instr-id="970" subinstr-id="0"/>
+                <instruction instr-id="970" subinstr-id="2"/>
+                <instruction instr-id="970" subinstr-id="4"/>
+                <instruction instr-id="970" subinstr-id="6"/>
+                <instruction instr-id="972" subinstr-id="0"/>
+                <instruction instr-id="972" subinstr-id="2"/>
+                <instruction instr-id="972" subinstr-id="4"/>
+                <instruction instr-id="972" subinstr-id="6"/>
+                <instruction instr-id="972" subinstr-id="8"/>
+                <instruction instr-id="972" subinstr-id="10"/>
+                <instruction instr-id="976" subinstr-id="0"/>
+                <instruction instr-id="976" subinstr-id="2"/>
+                <instruction instr-id="976" subinstr-id="4"/>
+                <instruction instr-id="976" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="296" x2="349" y1="362" y2="399"/>
+                <content>inhabitants
+per outlet
+1996/7</content>
+                <instruction instr-id="979" subinstr-id="0"/>
+                <instruction instr-id="979" subinstr-id="2"/>
+                <instruction instr-id="979" subinstr-id="4"/>
+                <instruction instr-id="979" subinstr-id="6"/>
+                <instruction instr-id="979" subinstr-id="8"/>
+                <instruction instr-id="979" subinstr-id="10"/>
+                <instruction instr-id="983" subinstr-id="0"/>
+                <instruction instr-id="983" subinstr-id="2"/>
+                <instruction instr-id="983" subinstr-id="4"/>
+                <instruction instr-id="983" subinstr-id="6"/>
+                <instruction instr-id="986" subinstr-id="0"/>
+                <instruction instr-id="986" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="368" x2="441" y1="362" y2="399"/>
+                <content>number of food
+outlets 1992/3
+(000)**</content>
+                <instruction instr-id="990" subinstr-id="0"/>
+                <instruction instr-id="990" subinstr-id="2"/>
+                <instruction instr-id="990" subinstr-id="4"/>
+                <instruction instr-id="990" subinstr-id="6"/>
+                <instruction instr-id="990" subinstr-id="8"/>
+                <instruction instr-id="990" subinstr-id="10"/>
+                <instruction instr-id="994" subinstr-id="0"/>
+                <instruction instr-id="994" subinstr-id="2"/>
+                <instruction instr-id="994" subinstr-id="4"/>
+                <instruction instr-id="994" subinstr-id="6"/>
+                <instruction instr-id="994" subinstr-id="8"/>
+                <instruction instr-id="994" subinstr-id="10"/>
+                <instruction instr-id="994" subinstr-id="12"/>
+                <instruction instr-id="996" subinstr-id="0"/>
+                <instruction instr-id="996" subinstr-id="2"/>
+                <instruction instr-id="996" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="460" x2="513" y1="362" y2="399"/>
+                <content>inhabitants
+per outlet
+1992/3</content>
+                <instruction instr-id="999" subinstr-id="0"/>
+                <instruction instr-id="999" subinstr-id="2"/>
+                <instruction instr-id="999" subinstr-id="4"/>
+                <instruction instr-id="999" subinstr-id="6"/>
+                <instruction instr-id="999" subinstr-id="8"/>
+                <instruction instr-id="999" subinstr-id="10"/>
+                <instruction instr-id="1003" subinstr-id="0"/>
+                <instruction instr-id="1003" subinstr-id="2"/>
+                <instruction instr-id="1003" subinstr-id="4"/>
+                <instruction instr-id="1003" subinstr-id="6"/>
+                <instruction instr-id="1006" subinstr-id="0"/>
+                <instruction instr-id="1006" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="77" x2="118" y1="349" y2="360"/>
+                <content>Germany</content>
+                <instruction instr-id="1055" subinstr-id="0"/>
+                <instruction instr-id="1055" subinstr-id="2"/>
+                <instruction instr-id="1055" subinstr-id="4"/>
+                <instruction instr-id="1055" subinstr-id="6"/>
+                <instruction instr-id="1055" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="167" x2="187" y1="349" y2="360"/>
+                <content>81.9</content>
+                <instruction instr-id="1055" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="237" x2="256" y1="349" y2="360"/>
+                <content>73.6</content>
+                <instruction instr-id="1055" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="311" x2="333" y1="349" y2="360"/>
+                <content>1111</content>
+                <instruction instr-id="1057" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="399" x2="410" y1="349" y2="360"/>
+                <content>44</content>
+                <instruction instr-id="1059" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="475" x2="497" y1="349" y2="360"/>
+                <content>1883</content>
+                <instruction instr-id="1061" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="77" x2="107" y1="335" y2="346"/>
+                <content>France</content>
+                <instruction instr-id="1106" subinstr-id="0"/>
+                <instruction instr-id="1106" subinstr-id="2"/>
+                <instruction instr-id="1106" subinstr-id="4"/>
+                <instruction instr-id="1106" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="167" x2="187" y1="335" y2="346"/>
+                <content>58.1</content>
+                <instruction instr-id="1108" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="237" x2="256" y1="335" y2="346"/>
+                <content>34.8</content>
+                <instruction instr-id="1108" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="311" x2="333" y1="335" y2="346"/>
+                <content>1667</content>
+                <instruction instr-id="1110" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="399" x2="410" y1="335" y2="346"/>
+                <content>87</content>
+                <instruction instr-id="1112" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="478" x2="495" y1="335" y2="346"/>
+                <content>670</content>
+                <instruction instr-id="1114" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="77" x2="93" y1="321" y2="332"/>
+                <content>UK</content>
+                <instruction instr-id="1159" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="167" x2="187" y1="321" y2="332"/>
+                <content>58.6</content>
+                <instruction instr-id="1161" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="237" x2="256" y1="321" y2="332"/>
+                <content>33.9</content>
+                <instruction instr-id="1161" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="311" x2="333" y1="321" y2="332"/>
+                <content>1667</content>
+                <instruction instr-id="1163" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="399" x2="410" y1="321" y2="332"/>
+                <content>60</content>
+                <instruction instr-id="1165" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="478" x2="495" y1="321" y2="332"/>
+                <content>975</content>
+                <instruction instr-id="1167" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="77" x2="97" y1="308" y2="319"/>
+                <content>Italy</content>
+                <instruction instr-id="1212" subinstr-id="0"/>
+                <instruction instr-id="1212" subinstr-id="2"/>
+                <instruction instr-id="1212" subinstr-id="4"/>
+                <instruction instr-id="1212" subinstr-id="6"/>
+                <instruction instr-id="1212" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="167" x2="187" y1="308" y2="319"/>
+                <content>57.3</content>
+                <instruction instr-id="1214" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="234" x2="259" y1="308" y2="319"/>
+                <content>114.6</content>
+                <instruction instr-id="1214" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="314" x2="331" y1="308" y2="319"/>
+                <content>500</content>
+                <instruction instr-id="1216" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="396" x2="413" y1="308" y2="319"/>
+                <content>296</content>
+                <instruction instr-id="1218" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="478" x2="495" y1="308" y2="319"/>
+                <content>193</content>
+                <instruction instr-id="1220" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="77" x2="102" y1="294" y2="305"/>
+                <content>Spain</content>
+                <instruction instr-id="1265" subinstr-id="0"/>
+                <instruction instr-id="1265" subinstr-id="2"/>
+                <instruction instr-id="1265" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="167" x2="187" y1="294" y2="305"/>
+                <content>39.3</content>
+                <instruction instr-id="1267" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="241" x2="252" y1="294" y2="305"/>
+                <content>79</content>
+                <instruction instr-id="1267" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="314" x2="330" y1="294" y2="305"/>
+                <content>476</content>
+                <instruction instr-id="1269" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="396" x2="413" y1="294" y2="305"/>
+                <content>177</content>
+                <instruction instr-id="1271" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="478" x2="495" y1="294" y2="305"/>
+                <content>223</content>
+                <instruction instr-id="1273" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="77" x2="130" y1="280" y2="291"/>
+                <content>Netherlands</content>
+                <instruction instr-id="1318" subinstr-id="0"/>
+                <instruction instr-id="1318" subinstr-id="2"/>
+                <instruction instr-id="1318" subinstr-id="4"/>
+                <instruction instr-id="1318" subinstr-id="6"/>
+                <instruction instr-id="1318" subinstr-id="8"/>
+                <instruction instr-id="1318" subinstr-id="10"/>
+                <instruction instr-id="1318" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="167" x2="187" y1="280" y2="291"/>
+                <content>15.4</content>
+                <instruction instr-id="1318" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="244" x2="249" y1="280" y2="291"/>
+                <content>6</content>
+                <instruction instr-id="1320" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="311" x2="333" y1="280" y2="291"/>
+                <content>2500</content>
+                <instruction instr-id="1322" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="399" x2="410" y1="280" y2="291"/>
+                <content>21</content>
+                <instruction instr-id="1324" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="478" x2="495" y1="280" y2="291"/>
+                <content>748</content>
+                <instruction instr-id="1326" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="77" x2="135" y1="267" y2="278"/>
+                <content>Belgium/Lux</content>
+                <instruction instr-id="1371" subinstr-id="0"/>
+                <instruction instr-id="1371" subinstr-id="2"/>
+                <instruction instr-id="1371" subinstr-id="4"/>
+                <instruction instr-id="1371" subinstr-id="6"/>
+                <instruction instr-id="1371" subinstr-id="8"/>
+                <instruction instr-id="1371" subinstr-id="10"/>
+                <instruction instr-id="1371" subinstr-id="12"/>
+                <instruction instr-id="1371" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="167" x2="187" y1="267" y2="278"/>
+                <content>10.6</content>
+                <instruction instr-id="1371" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="241" x2="252" y1="267" y2="278"/>
+                <content>13</content>
+                <instruction instr-id="1371" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="314" x2="331" y1="267" y2="278"/>
+                <content>769</content>
+                <instruction instr-id="1373" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="399" x2="410" y1="267" y2="278"/>
+                <content>37</content>
+                <instruction instr-id="1375" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="478" x2="495" y1="267" y2="278"/>
+                <content>289</content>
+                <instruction instr-id="1377" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="77" x2="108" y1="253" y2="264"/>
+                <content>Greece</content>
+                <instruction instr-id="1423" subinstr-id="0"/>
+                <instruction instr-id="1423" subinstr-id="2"/>
+                <instruction instr-id="1423" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="167" x2="186" y1="253" y2="264"/>
+                <content>10.4</content>
+                <instruction instr-id="1425" subinstr-id="0"/>
+                <instruction instr-id="1425" subinstr-id="2"/>
+                <instruction instr-id="1425" subinstr-id="4"/>
+                <instruction instr-id="1425" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="237" x2="256" y1="253" y2="264"/>
+                <content>17.2</content>
+                <instruction instr-id="1425" subinstr-id="8"/>
+                <instruction instr-id="1425" subinstr-id="10"/>
+                <instruction instr-id="1425" subinstr-id="12"/>
+                <instruction instr-id="1425" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="314" x2="330" y1="253" y2="264"/>
+                <content>588</content>
+                <instruction instr-id="1427" subinstr-id="0"/>
+                <instruction instr-id="1427" subinstr-id="2"/>
+                <instruction instr-id="1427" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="399" x2="410" y1="253" y2="264"/>
+                <content>54</content>
+                <instruction instr-id="1429" subinstr-id="0"/>
+                <instruction instr-id="1429" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="478" x2="495" y1="253" y2="264"/>
+                <content>194</content>
+                <instruction instr-id="1431" subinstr-id="0"/>
+                <instruction instr-id="1431" subinstr-id="2"/>
+                <instruction instr-id="1431" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="77" x2="114" y1="239" y2="250"/>
+                <content>Portugal</content>
+                <instruction instr-id="1477" subinstr-id="0"/>
+                <instruction instr-id="1477" subinstr-id="2"/>
+                <instruction instr-id="1477" subinstr-id="4"/>
+                <instruction instr-id="1477" subinstr-id="6"/>
+                <instruction instr-id="1477" subinstr-id="8"/>
+                <instruction instr-id="1477" subinstr-id="10"/>
+                <instruction instr-id="1477" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="170" x2="184" y1="239" y2="250"/>
+                <content>9.9</content>
+                <instruction instr-id="1479" subinstr-id="0"/>
+                <instruction instr-id="1479" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="237" x2="256" y1="239" y2="250"/>
+                <content>27.3</content>
+                <instruction instr-id="1479" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="314" x2="330" y1="239" y2="250"/>
+                <content>344</content>
+                <instruction instr-id="1481" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="399" x2="410" y1="239" y2="250"/>
+                <content>53</content>
+                <instruction instr-id="1483" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="478" x2="495" y1="239" y2="250"/>
+                <content>188</content>
+                <instruction instr-id="1485" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="77" x2="111" y1="226" y2="237"/>
+                <content>Sweden</content>
+                <instruction instr-id="1530" subinstr-id="0"/>
+                <instruction instr-id="1530" subinstr-id="2"/>
+                <instruction instr-id="1530" subinstr-id="4"/>
+                <instruction instr-id="1530" subinstr-id="6"/>
+                <instruction instr-id="1530" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="170" x2="184" y1="226" y2="237"/>
+                <content>8.8</content>
+                <instruction instr-id="1532" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="240" x2="253" y1="226" y2="237"/>
+                <content>6.2</content>
+                <instruction instr-id="1534" subinstr-id="0"/>
+                <instruction instr-id="1534" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="311" x2="333" y1="226" y2="237"/>
+                <content>1428</content>
+                <instruction instr-id="1536" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="399" x2="410" y1="226" y2="237"/>
+                <content>14</content>
+                <instruction instr-id="1538" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="478" x2="495" y1="226" y2="237"/>
+                <content>609</content>
+                <instruction instr-id="1540" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="77" x2="109" y1="212" y2="223"/>
+                <content>Austria</content>
+                <instruction instr-id="1586" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="170" x2="184" y1="212" y2="223"/>
+                <content>8.1</content>
+                <instruction instr-id="1588" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="240" x2="254" y1="212" y2="223"/>
+                <content>7.2</content>
+                <instruction instr-id="1590" subinstr-id="0"/>
+                <instruction instr-id="1590" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="311" x2="333" y1="212" y2="223"/>
+                <content>1111</content>
+                <instruction instr-id="1592" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="402" x2="407" y1="212" y2="223"/>
+                <content>7</content>
+                <instruction instr-id="1594" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="475" x2="497" y1="212" y2="223"/>
+                <content>1157</content>
+                <instruction instr-id="1596" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="77" x2="117" y1="198" y2="209"/>
+                <content>Denmark</content>
+                <instruction instr-id="1642" subinstr-id="0"/>
+                <instruction instr-id="1642" subinstr-id="2"/>
+                <instruction instr-id="1642" subinstr-id="4"/>
+                <instruction instr-id="1642" subinstr-id="6"/>
+                <instruction instr-id="1642" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="170" x2="184" y1="198" y2="209"/>
+                <content>5.2</content>
+                <instruction instr-id="1642" subinstr-id="10"/>
+                <instruction instr-id="1642" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="240" x2="253" y1="198" y2="209"/>
+                <content>3.2</content>
+                <instruction instr-id="1644" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="311" x2="333" y1="198" y2="209"/>
+                <content>1667</content>
+                <instruction instr-id="1646" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="399" x2="410" y1="198" y2="209"/>
+                <content>12</content>
+                <instruction instr-id="1648" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="478" x2="495" y1="198" y2="209"/>
+                <content>446</content>
+                <instruction instr-id="1650" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="77" x2="110" y1="185" y2="195"/>
+                <content>Finland</content>
+                <instruction instr-id="1695" subinstr-id="0"/>
+                <instruction instr-id="1695" subinstr-id="2"/>
+                <instruction instr-id="1695" subinstr-id="4"/>
+                <instruction instr-id="1695" subinstr-id="6"/>
+                <instruction instr-id="1695" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="170" x2="184" y1="185" y2="195"/>
+                <content>5.1</content>
+                <instruction instr-id="1697" subinstr-id="0"/>
+                <instruction instr-id="1697" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="240" x2="253" y1="185" y2="195"/>
+                <content>4.1</content>
+                <instruction instr-id="1699" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="311" x2="333" y1="185" y2="195"/>
+                <content>1250</content>
+                <instruction instr-id="1701" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="402" x2="407" y1="185" y2="195"/>
+                <content>7</content>
+                <instruction instr-id="1703" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="478" x2="495" y1="185" y2="195"/>
+                <content>743</content>
+                <instruction instr-id="1705" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="77" x2="108" y1="171" y2="182"/>
+                <content>Ireland</content>
+                <instruction instr-id="1750" subinstr-id="0"/>
+                <instruction instr-id="1750" subinstr-id="2"/>
+                <instruction instr-id="1750" subinstr-id="4"/>
+                <instruction instr-id="1750" subinstr-id="6"/>
+                <instruction instr-id="1750" subinstr-id="8"/>
+                <instruction instr-id="1750" subinstr-id="10"/>
+                <instruction instr-id="1750" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="170" x2="184" y1="171" y2="182"/>
+                <content>3.6</content>
+                <instruction instr-id="1752" subinstr-id="0"/>
+                <instruction instr-id="1752" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="240" x2="253" y1="171" y2="182"/>
+                <content>9.5</content>
+                <instruction instr-id="1754" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="314" x2="330" y1="171" y2="182"/>
+                <content>370</content>
+                <instruction instr-id="1756" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="402" x2="407" y1="171" y2="182"/>
+                <content>9</content>
+                <instruction instr-id="1758" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="478" x2="495" y1="171" y2="182"/>
+                <content>383</content>
+                <instruction instr-id="1760" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="77" x2="128" y1="157" y2="168"/>
+                <content>EU15 Total</content>
+                <instruction instr-id="1807" subinstr-id="0"/>
+                <instruction instr-id="1807" subinstr-id="2"/>
+                <instruction instr-id="1807" subinstr-id="4"/>
+                <instruction instr-id="1807" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="165" x2="189" y1="157" y2="168"/>
+                <content>372.3</content>
+                <instruction instr-id="1807" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="234" x2="259" y1="157" y2="168"/>
+                <content>429.4</content>
+                <instruction instr-id="1807" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="314" x2="331" y1="157" y2="168"/>
+                <content>867</content>
+                <instruction instr-id="1809" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="396" x2="413" y1="157" y2="168"/>
+                <content>876</content>
+                <instruction instr-id="1811" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="478" x2="495" y1="157" y2="168"/>
+                <content>425</content>
+                <instruction instr-id="1813" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="160" x2="210" y1="236" y2="259"/>
+                <content>population
+(mn)</content>
+                <instruction instr-id="124" subinstr-id="0"/>
+                <instruction instr-id="124" subinstr-id="2"/>
+                <instruction instr-id="124" subinstr-id="4"/>
+                <instruction instr-id="124" subinstr-id="6"/>
+                <instruction instr-id="124" subinstr-id="8"/>
+                <instruction instr-id="127" subinstr-id="0"/>
+                <instruction instr-id="127" subinstr-id="2"/>
+                <instruction instr-id="127" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="234" x2="285" y1="223" y2="259"/>
+                <content>number of
+enterprises
+(000)</content>
+                <instruction instr-id="131" subinstr-id="0"/>
+                <instruction instr-id="131" subinstr-id="2"/>
+                <instruction instr-id="131" subinstr-id="4"/>
+                <instruction instr-id="131" subinstr-id="6"/>
+                <instruction instr-id="134" subinstr-id="0"/>
+                <instruction instr-id="134" subinstr-id="2"/>
+                <instruction instr-id="134" subinstr-id="4"/>
+                <instruction instr-id="137" subinstr-id="0"/>
+                <instruction instr-id="137" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="309" x2="360" y1="223" y2="259"/>
+                <content>population
+per
+enterprise</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+                <instruction instr-id="140" subinstr-id="2"/>
+                <instruction instr-id="140" subinstr-id="4"/>
+                <instruction instr-id="140" subinstr-id="6"/>
+                <instruction instr-id="140" subinstr-id="8"/>
+                <instruction instr-id="142" subinstr-id="0"/>
+                <instruction instr-id="142" subinstr-id="2"/>
+                <instruction instr-id="145" subinstr-id="0"/>
+                <instruction instr-id="145" subinstr-id="2"/>
+                <instruction instr-id="145" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="389" x2="430" y1="236" y2="259"/>
+                <content>turnover
+(mn ecu)</content>
+                <instruction instr-id="148" subinstr-id="0"/>
+                <instruction instr-id="148" subinstr-id="2"/>
+                <instruction instr-id="148" subinstr-id="4"/>
+                <instruction instr-id="148" subinstr-id="6"/>
+                <instruction instr-id="148" subinstr-id="8"/>
+                <instruction instr-id="148" subinstr-id="10"/>
+                <instruction instr-id="152" subinstr-id="0"/>
+                <instruction instr-id="152" subinstr-id="2"/>
+                <instruction instr-id="152" subinstr-id="4"/>
+                <instruction instr-id="152" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="454" x2="514" y1="223" y2="259"/>
+                <content>turnover per
+enterprise
+(000 ecu)</content>
+                <instruction instr-id="154" subinstr-id="0"/>
+                <instruction instr-id="154" subinstr-id="2"/>
+                <instruction instr-id="154" subinstr-id="4"/>
+                <instruction instr-id="154" subinstr-id="6"/>
+                <instruction instr-id="154" subinstr-id="8"/>
+                <instruction instr-id="154" subinstr-id="10"/>
+                <instruction instr-id="156" subinstr-id="0"/>
+                <instruction instr-id="156" subinstr-id="2"/>
+                <instruction instr-id="156" subinstr-id="4"/>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="2"/>
+                <instruction instr-id="160" subinstr-id="4"/>
+                <instruction instr-id="160" subinstr-id="6"/>
+                <instruction instr-id="160" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="79" x2="104" y1="209" y2="220"/>
+                <content>EU15</content>
+                <instruction instr-id="209" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="173" x2="197" y1="209" y2="220"/>
+                <content>372.3</content>
+                <instruction instr-id="211" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="249" x2="271" y1="209" y2="220"/>
+                <content>2553</content>
+                <instruction instr-id="211" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="326" x2="343" y1="209" y2="220"/>
+                <content>146</content>
+                <instruction instr-id="213" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="398" x2="420" y1="209" y2="220"/>
+                <content>1261</content>
+                <instruction instr-id="215" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="476" x2="493" y1="209" y2="220"/>
+                <content>494</content>
+                <instruction instr-id="217" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="79" x2="101" y1="196" y2="207"/>
+                <content>USA</content>
+                <instruction instr-id="262" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="173" x2="197" y1="196" y2="207"/>
+                <content>263.1</content>
+                <instruction instr-id="264" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="249" x2="271" y1="196" y2="207"/>
+                <content>1530</content>
+                <instruction instr-id="264" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="326" x2="343" y1="196" y2="207"/>
+                <content>171</content>
+                <instruction instr-id="266" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="398" x2="420" y1="196" y2="207"/>
+                <content>1350</content>
+                <instruction instr-id="268" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="476" x2="493" y1="196" y2="207"/>
+                <content>883</content>
+                <instruction instr-id="270" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="79" x2="104" y1="182" y2="193"/>
+                <content>Japan</content>
+                <instruction instr-id="315" subinstr-id="0"/>
+                <instruction instr-id="315" subinstr-id="2"/>
+                <instruction instr-id="315" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="172" x2="197" y1="182" y2="193"/>
+                <content>125.2</content>
+                <instruction instr-id="317" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="249" x2="271" y1="182" y2="193"/>
+                <content>1519</content>
+                <instruction instr-id="317" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="329" x2="340" y1="182" y2="193"/>
+                <content>82</content>
+                <instruction instr-id="319" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="401" x2="418" y1="182" y2="193"/>
+                <content>682</content>
+                <instruction instr-id="321" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="476" x2="493" y1="182" y2="193"/>
+                <content>449</content>
+                <instruction instr-id="323" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" page="4" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="256" x2="345" y1="430" y2="466"/>
+                <content>% growth in total
+retail sales volume,
+1990-94</content>
+                <instruction instr-id="71" subinstr-id="0"/>
+                <instruction instr-id="71" subinstr-id="2"/>
+                <instruction instr-id="71" subinstr-id="4"/>
+                <instruction instr-id="71" subinstr-id="6"/>
+                <instruction instr-id="71" subinstr-id="8"/>
+                <instruction instr-id="71" subinstr-id="10"/>
+                <instruction instr-id="71" subinstr-id="12"/>
+                <instruction instr-id="71" subinstr-id="14"/>
+                <instruction instr-id="71" subinstr-id="16"/>
+                <instruction instr-id="71" subinstr-id="18"/>
+                <instruction instr-id="75" subinstr-id="0"/>
+                <instruction instr-id="75" subinstr-id="2"/>
+                <instruction instr-id="75" subinstr-id="4"/>
+                <instruction instr-id="75" subinstr-id="6"/>
+                <instruction instr-id="75" subinstr-id="8"/>
+                <instruction instr-id="75" subinstr-id="10"/>
+                <instruction instr-id="75" subinstr-id="12"/>
+                <instruction instr-id="75" subinstr-id="14"/>
+                <instruction instr-id="78" subinstr-id="0"/>
+                <instruction instr-id="78" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="379" x2="464" y1="443" y2="466"/>
+                <content>value of food sales
+1996 (1990=100)</content>
+                <instruction instr-id="82" subinstr-id="0"/>
+                <instruction instr-id="82" subinstr-id="2"/>
+                <instruction instr-id="82" subinstr-id="4"/>
+                <instruction instr-id="82" subinstr-id="6"/>
+                <instruction instr-id="82" subinstr-id="8"/>
+                <instruction instr-id="82" subinstr-id="10"/>
+                <instruction instr-id="82" subinstr-id="12"/>
+                <instruction instr-id="82" subinstr-id="14"/>
+                <instruction instr-id="82" subinstr-id="16"/>
+                <instruction instr-id="86" subinstr-id="0"/>
+                <instruction instr-id="86" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="118" x2="151" y1="416" y2="427"/>
+                <content>Austria</content>
+                <instruction instr-id="118" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="293" x2="309" y1="416" y2="427"/>
+                <content>n.a.</content>
+                <instruction instr-id="120" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="409" x2="434" y1="416" y2="427"/>
+                <content>113.4</content>
+                <instruction instr-id="122" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="118" x2="215" y1="403" y2="414"/>
+                <content>Belgium/Luxembourg</content>
+                <instruction instr-id="150" subinstr-id="0"/>
+                <instruction instr-id="150" subinstr-id="2"/>
+                <instruction instr-id="150" subinstr-id="4"/>
+                <instruction instr-id="150" subinstr-id="6"/>
+                <instruction instr-id="150" subinstr-id="8"/>
+                <instruction instr-id="150" subinstr-id="10"/>
+                <instruction instr-id="150" subinstr-id="12"/>
+                <instruction instr-id="150" subinstr-id="14"/>
+                <instruction instr-id="150" subinstr-id="16"/>
+                <instruction instr-id="150" subinstr-id="18"/>
+                <instruction instr-id="150" subinstr-id="20"/>
+                <instruction instr-id="150" subinstr-id="22"/>
+                <instruction instr-id="150" subinstr-id="24"/>
+                <instruction instr-id="150" subinstr-id="26"/>
+                <instruction instr-id="150" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="294" x2="307" y1="403" y2="414"/>
+                <content>6.9</content>
+                <instruction instr-id="152" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="409" x2="434" y1="403" y2="414"/>
+                <content>130.7</content>
+                <instruction instr-id="154" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="118" x2="159" y1="389" y2="400"/>
+                <content>Denmark</content>
+                <instruction instr-id="181" subinstr-id="0"/>
+                <instruction instr-id="181" subinstr-id="2"/>
+                <instruction instr-id="181" subinstr-id="4"/>
+                <instruction instr-id="181" subinstr-id="6"/>
+                <instruction instr-id="181" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="294" x2="307" y1="389" y2="400"/>
+                <content>6.4</content>
+                <instruction instr-id="183" subinstr-id="0"/>
+                <instruction instr-id="183" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="409" x2="434" y1="389" y2="400"/>
+                <content>123.8</content>
+                <instruction instr-id="185" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="118" x2="152" y1="375" y2="386"/>
+                <content>Finland</content>
+                <instruction instr-id="213" subinstr-id="0"/>
+                <instruction instr-id="213" subinstr-id="2"/>
+                <instruction instr-id="213" subinstr-id="4"/>
+                <instruction instr-id="213" subinstr-id="6"/>
+                <instruction instr-id="213" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="293" x2="309" y1="375" y2="386"/>
+                <content>n.a.</content>
+                <instruction instr-id="215" subinstr-id="0"/>
+                <instruction instr-id="215" subinstr-id="2"/>
+                <instruction instr-id="215" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="415" x2="434" y1="375" y2="386"/>
+                <content>95.2</content>
+                <instruction instr-id="217" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="118" x2="148" y1="362" y2="372"/>
+                <content>France</content>
+                <instruction instr-id="244" subinstr-id="0"/>
+                <instruction instr-id="244" subinstr-id="2"/>
+                <instruction instr-id="244" subinstr-id="4"/>
+                <instruction instr-id="244" subinstr-id="6"/>
+                <instruction instr-id="244" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="294" x2="307" y1="362" y2="372"/>
+                <content>5.8</content>
+                <instruction instr-id="246" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="409" x2="434" y1="362" y2="372"/>
+                <content>113.4</content>
+                <instruction instr-id="248" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="118" x2="159" y1="348" y2="359"/>
+                <content>Germany</content>
+                <instruction instr-id="275" subinstr-id="0"/>
+                <instruction instr-id="275" subinstr-id="2"/>
+                <instruction instr-id="275" subinstr-id="4"/>
+                <instruction instr-id="275" subinstr-id="6"/>
+                <instruction instr-id="275" subinstr-id="8"/>
+                <instruction instr-id="275" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="294" x2="307" y1="348" y2="359"/>
+                <content>6.5</content>
+                <instruction instr-id="277" subinstr-id="0"/>
+                <instruction instr-id="277" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="404" x2="439" y1="348" y2="359"/>
+                <content>111.4**</content>
+                <instruction instr-id="279" subinstr-id="0"/>
+                <instruction instr-id="279" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="118" x2="149" y1="334" y2="345"/>
+                <content>Greece</content>
+                <instruction instr-id="307" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="289" x2="312" y1="334" y2="345"/>
+                <content>-10.8</content>
+                <instruction instr-id="309" subinstr-id="0"/>
+                <instruction instr-id="309" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="401" x2="442" y1="334" y2="345"/>
+                <content>147.2***</content>
+                <instruction instr-id="311" subinstr-id="0"/>
+                <instruction instr-id="311" subinstr-id="2"/>
+                <instruction instr-id="311" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="118" x2="149" y1="321" y2="331"/>
+                <content>Ireland</content>
+                <instruction instr-id="339" subinstr-id="0"/>
+                <instruction instr-id="339" subinstr-id="2"/>
+                <instruction instr-id="339" subinstr-id="4"/>
+                <instruction instr-id="339" subinstr-id="6"/>
+                <instruction instr-id="339" subinstr-id="8"/>
+                <instruction instr-id="339" subinstr-id="10"/>
+                <instruction instr-id="339" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="291" x2="310" y1="321" y2="331"/>
+                <content>12.0</content>
+                <instruction instr-id="341" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="409" x2="434" y1="321" y2="331"/>
+                <content>130.1</content>
+                <instruction instr-id="343" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="118" x2="138" y1="307" y2="318"/>
+                <content>Italy</content>
+                <instruction instr-id="370" subinstr-id="0"/>
+                <instruction instr-id="370" subinstr-id="2"/>
+                <instruction instr-id="370" subinstr-id="4"/>
+                <instruction instr-id="370" subinstr-id="6"/>
+                <instruction instr-id="370" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="291" x2="310" y1="307" y2="318"/>
+                <content>1.0*</content>
+                <instruction instr-id="372" subinstr-id="0"/>
+                <instruction instr-id="372" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="409" x2="434" y1="307" y2="318"/>
+                <content>139.9</content>
+                <instruction instr-id="374" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="118" x2="171" y1="293" y2="304"/>
+                <content>Netherlands</content>
+                <instruction instr-id="401" subinstr-id="0"/>
+                <instruction instr-id="401" subinstr-id="2"/>
+                <instruction instr-id="401" subinstr-id="4"/>
+                <instruction instr-id="401" subinstr-id="6"/>
+                <instruction instr-id="401" subinstr-id="8"/>
+                <instruction instr-id="401" subinstr-id="10"/>
+                <instruction instr-id="401" subinstr-id="12"/>
+                <instruction instr-id="401" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="294" x2="307" y1="293" y2="304"/>
+                <content>7.9</content>
+                <instruction instr-id="403" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="409" x2="434" y1="293" y2="304"/>
+                <content>117.4</content>
+                <instruction instr-id="405" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="118" x2="155" y1="279" y2="290"/>
+                <content>Portugal</content>
+                <instruction instr-id="432" subinstr-id="0"/>
+                <instruction instr-id="432" subinstr-id="2"/>
+                <instruction instr-id="432" subinstr-id="4"/>
+                <instruction instr-id="432" subinstr-id="6"/>
+                <instruction instr-id="432" subinstr-id="8"/>
+                <instruction instr-id="432" subinstr-id="10"/>
+                <instruction instr-id="432" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="293" x2="309" y1="279" y2="290"/>
+                <content>n.a.</content>
+                <instruction instr-id="434" subinstr-id="0"/>
+                <instruction instr-id="434" subinstr-id="2"/>
+                <instruction instr-id="434" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="409" x2="434" y1="279" y2="290"/>
+                <content>180.3</content>
+                <instruction instr-id="436" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="118" x2="143" y1="266" y2="277"/>
+                <content>Spain</content>
+                <instruction instr-id="463" subinstr-id="0"/>
+                <instruction instr-id="463" subinstr-id="2"/>
+                <instruction instr-id="463" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="293" x2="309" y1="266" y2="277"/>
+                <content>n.a.</content>
+                <instruction instr-id="465" subinstr-id="0"/>
+                <instruction instr-id="465" subinstr-id="2"/>
+                <instruction instr-id="465" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="409" x2="434" y1="266" y2="277"/>
+                <content>132.5</content>
+                <instruction instr-id="467" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="118" x2="153" y1="252" y2="263"/>
+                <content>Sweden</content>
+                <instruction instr-id="494" subinstr-id="0"/>
+                <instruction instr-id="494" subinstr-id="2"/>
+                <instruction instr-id="494" subinstr-id="4"/>
+                <instruction instr-id="494" subinstr-id="6"/>
+                <instruction instr-id="494" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="293" x2="309" y1="252" y2="263"/>
+                <content>n.a.</content>
+                <instruction instr-id="496" subinstr-id="0"/>
+                <instruction instr-id="496" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="409" x2="434" y1="252" y2="263"/>
+                <content>109.1</content>
+                <instruction instr-id="498" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="118" x2="134" y1="238" y2="249"/>
+                <content>UK</content>
+                <instruction instr-id="525" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="294" x2="307" y1="238" y2="249"/>
+                <content>8.6</content>
+                <instruction instr-id="527" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="409" x2="434" y1="238" y2="249"/>
+                <content>140.0</content>
+                <instruction instr-id="529" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="5">
+        <region col-increment="0" id="2" page="6" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="206" x2="244" y1="642" y2="666"/>
+                <content>Current
+Level*</content>
+                <instruction instr-id="29" subinstr-id="0"/>
+                <instruction instr-id="29" subinstr-id="2"/>
+                <instruction instr-id="29" subinstr-id="4"/>
+                <instruction instr-id="29" subinstr-id="6"/>
+                <instruction instr-id="32" subinstr-id="0"/>
+                <instruction instr-id="32" subinstr-id="2"/>
+                <instruction instr-id="32" subinstr-id="4"/>
+                <instruction instr-id="32" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" end-col="3" start-row="0">
+                <bounding-box x1="273" x2="353" y1="642" y2="666"/>
+                <content>Change in recent
+years**</content>
+                <instruction instr-id="35" subinstr-id="0"/>
+                <instruction instr-id="35" subinstr-id="2"/>
+                <instruction instr-id="35" subinstr-id="4"/>
+                <instruction instr-id="35" subinstr-id="6"/>
+                <instruction instr-id="35" subinstr-id="8"/>
+                <instruction instr-id="35" subinstr-id="10"/>
+                <instruction instr-id="35" subinstr-id="12"/>
+                <instruction instr-id="35" subinstr-id="14"/>
+                <instruction instr-id="38" subinstr-id="0"/>
+                <instruction instr-id="38" subinstr-id="2"/>
+                <instruction instr-id="38" subinstr-id="4"/>
+                <instruction instr-id="42" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="429" x2="462" y1="655" y2="666"/>
+                <content>Source</content>
+                <instruction instr-id="46" subinstr-id="0"/>
+                <instruction instr-id="46" subinstr-id="2"/>
+                <instruction instr-id="46" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="265" x2="303" y1="629" y2="639"/>
+                <content>% points</content>
+                <instruction instr-id="85" subinstr-id="0"/>
+                <instruction instr-id="85" subinstr-id="2"/>
+                <instruction instr-id="85" subinstr-id="4"/>
+                <instruction instr-id="85" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="325" x2="353" y1="629" y2="639"/>
+                <content>period</content>
+                <instruction instr-id="85" subinstr-id="8"/>
+                <instruction instr-id="85" subinstr-id="10"/>
+                <instruction instr-id="85" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="78" x2="110" y1="615" y2="626"/>
+                <content>Austria</content>
+                <instruction instr-id="124" subinstr-id="0"/>
+                <instruction instr-id="124" subinstr-id="2"/>
+                <instruction instr-id="124" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="219" x2="230" y1="615" y2="626"/>
+                <content>79</content>
+                <instruction instr-id="128" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="275" x2="292" y1="615" y2="626"/>
+                <content>+14</content>
+                <instruction instr-id="128" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="321" x2="357" y1="615" y2="626"/>
+                <content>1990-96</content>
+                <instruction instr-id="132" subinstr-id="0"/>
+                <instruction instr-id="132" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="374" x2="434" y1="615" y2="626"/>
+                <content>“Regal” 1997</content>
+                <instruction instr-id="136" subinstr-id="0"/>
+                <instruction instr-id="136" subinstr-id="2"/>
+                <instruction instr-id="136" subinstr-id="4"/>
+                <instruction instr-id="136" subinstr-id="6"/>
+                <instruction instr-id="136" subinstr-id="8"/>
+                <instruction instr-id="136" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="78" x2="174" y1="601" y2="612"/>
+                <content>Belgium/Luxembourg</content>
+                <instruction instr-id="176" subinstr-id="0"/>
+                <instruction instr-id="176" subinstr-id="2"/>
+                <instruction instr-id="176" subinstr-id="4"/>
+                <instruction instr-id="176" subinstr-id="6"/>
+                <instruction instr-id="176" subinstr-id="8"/>
+                <instruction instr-id="176" subinstr-id="10"/>
+                <instruction instr-id="176" subinstr-id="12"/>
+                <instruction instr-id="176" subinstr-id="14"/>
+                <instruction instr-id="176" subinstr-id="16"/>
+                <instruction instr-id="176" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="219" x2="230" y1="601" y2="612"/>
+                <content>57</content>
+                <instruction instr-id="180" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="278" x2="290" y1="601" y2="612"/>
+                <content>+1</content>
+                <instruction instr-id="180" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="321" x2="357" y1="601" y2="612"/>
+                <content>1988-92</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+                <instruction instr-id="184" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="374" x2="396" y1="601" y2="612"/>
+                <content>AIM</content>
+                <instruction instr-id="184" subinstr-id="4"/>
+                <instruction instr-id="184" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="78" x2="118" y1="588" y2="598"/>
+                <content>Denmark</content>
+                <instruction instr-id="224" subinstr-id="0"/>
+                <instruction instr-id="224" subinstr-id="2"/>
+                <instruction instr-id="224" subinstr-id="4"/>
+                <instruction instr-id="224" subinstr-id="6"/>
+                <instruction instr-id="224" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="216" x2="234" y1="587" y2="598"/>
+                <content>(78)</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="374" x2="448" y1="588" y2="598"/>
+                <content>“Food Business”</content>
+                <instruction instr-id="233" subinstr-id="0"/>
+                <instruction instr-id="233" subinstr-id="2"/>
+                <instruction instr-id="233" subinstr-id="4"/>
+                <instruction instr-id="233" subinstr-id="6"/>
+                <instruction instr-id="233" subinstr-id="8"/>
+                <instruction instr-id="233" subinstr-id="10"/>
+                <instruction instr-id="233" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="78" x2="111" y1="574" y2="585"/>
+                <content>Finland</content>
+                <instruction instr-id="273" subinstr-id="0"/>
+                <instruction instr-id="273" subinstr-id="2"/>
+                <instruction instr-id="273" subinstr-id="4"/>
+                <instruction instr-id="273" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="219" x2="230" y1="574" y2="585"/>
+                <content>96</content>
+                <instruction instr-id="277" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="278" x2="290" y1="574" y2="585"/>
+                <content>+3</content>
+                <instruction instr-id="277" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="321" x2="357" y1="574" y2="585"/>
+                <content>1990-96</content>
+                <instruction instr-id="282" subinstr-id="0"/>
+                <instruction instr-id="282" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="374" x2="475" y1="574" y2="585"/>
+                <content>Nielson, Finland, 1997</content>
+                <instruction instr-id="282" subinstr-id="4"/>
+                <instruction instr-id="282" subinstr-id="6"/>
+                <instruction instr-id="282" subinstr-id="8"/>
+                <instruction instr-id="282" subinstr-id="10"/>
+                <instruction instr-id="282" subinstr-id="12"/>
+                <instruction instr-id="282" subinstr-id="14"/>
+                <instruction instr-id="282" subinstr-id="16"/>
+                <instruction instr-id="282" subinstr-id="18"/>
+                <instruction instr-id="282" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="78" x2="107" y1="560" y2="571"/>
+                <content>France</content>
+                <instruction instr-id="322" subinstr-id="0"/>
+                <instruction instr-id="322" subinstr-id="2"/>
+                <instruction instr-id="322" subinstr-id="4"/>
+                <instruction instr-id="322" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="215" x2="234" y1="560" y2="571"/>
+                <content>67.2</content>
+                <instruction instr-id="326" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="278" x2="290" y1="560" y2="571"/>
+                <content>+7</content>
+                <instruction instr-id="326" subinstr-id="2"/>
+                <instruction instr-id="326" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="321" x2="357" y1="560" y2="571"/>
+                <content>1988-92</content>
+                <instruction instr-id="330" subinstr-id="0"/>
+                <instruction instr-id="330" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="374" x2="396" y1="560" y2="571"/>
+                <content>AIM</content>
+                <instruction instr-id="330" subinstr-id="4"/>
+                <instruction instr-id="330" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="78" x2="118" y1="546" y2="557"/>
+                <content>Germany</content>
+                <instruction instr-id="370" subinstr-id="0"/>
+                <instruction instr-id="370" subinstr-id="2"/>
+                <instruction instr-id="370" subinstr-id="4"/>
+                <instruction instr-id="370" subinstr-id="6"/>
+                <instruction instr-id="370" subinstr-id="8"/>
+                <instruction instr-id="370" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="215" x2="234" y1="546" y2="557"/>
+                <content>75.2</content>
+                <instruction instr-id="374" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="275" x2="292" y1="546" y2="557"/>
+                <content>+10</content>
+                <instruction instr-id="374" subinstr-id="2"/>
+                <instruction instr-id="374" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="321" x2="357" y1="546" y2="557"/>
+                <content>1988-92</content>
+                <instruction instr-id="377" subinstr-id="0"/>
+                <instruction instr-id="377" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="374" x2="396" y1="546" y2="557"/>
+                <content>AIM</content>
+                <instruction instr-id="377" subinstr-id="4"/>
+                <instruction instr-id="377" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="78" x2="108" y1="533" y2="544"/>
+                <content>Greece</content>
+                <instruction instr-id="417" subinstr-id="0"/>
+                <instruction instr-id="417" subinstr-id="2"/>
+                <instruction instr-id="417" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="216" x2="234" y1="533" y2="544"/>
+                <content>(59)</content>
+                <instruction instr-id="421" subinstr-id="0"/>
+                <instruction instr-id="421" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="374" x2="504" y1="533" y2="544"/>
+                <content>The Retail Pocket Book 1998</content>
+                <instruction instr-id="426" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="78" x2="108" y1="519" y2="530"/>
+                <content>Ireland</content>
+                <instruction instr-id="466" subinstr-id="0"/>
+                <instruction instr-id="466" subinstr-id="2"/>
+                <instruction instr-id="466" subinstr-id="4"/>
+                <instruction instr-id="466" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="219" x2="230" y1="519" y2="530"/>
+                <content>50</content>
+                <instruction instr-id="470" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="78" x2="97" y1="505" y2="516"/>
+                <content>Italy</content>
+                <instruction instr-id="510" subinstr-id="0"/>
+                <instruction instr-id="510" subinstr-id="2"/>
+                <instruction instr-id="510" subinstr-id="4"/>
+                <instruction instr-id="510" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="219" x2="230" y1="505" y2="516"/>
+                <content>30</content>
+                <instruction instr-id="514" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="78" x2="130" y1="492" y2="503"/>
+                <content>Netherlands</content>
+                <instruction instr-id="554" subinstr-id="0"/>
+                <instruction instr-id="554" subinstr-id="2"/>
+                <instruction instr-id="554" subinstr-id="4"/>
+                <instruction instr-id="554" subinstr-id="6"/>
+                <instruction instr-id="554" subinstr-id="8"/>
+                <instruction instr-id="554" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="219" x2="230" y1="492" y2="502"/>
+                <content>79</content>
+                <instruction instr-id="558" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="281" x2="286" y1="492" y2="502"/>
+                <content>0</content>
+                <instruction instr-id="558" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="321" x2="357" y1="492" y2="503"/>
+                <content>1988-92</content>
+                <instruction instr-id="561" subinstr-id="0"/>
+                <instruction instr-id="561" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="78" x2="114" y1="478" y2="489"/>
+                <content>Portugal</content>
+                <instruction instr-id="601" subinstr-id="0"/>
+                <instruction instr-id="601" subinstr-id="2"/>
+                <instruction instr-id="601" subinstr-id="4"/>
+                <instruction instr-id="601" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="219" x2="230" y1="478" y2="489"/>
+                <content>52</content>
+                <instruction instr-id="605" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="78" x2="102" y1="464" y2="475"/>
+                <content>Spain</content>
+                <instruction instr-id="644" subinstr-id="0"/>
+                <instruction instr-id="644" subinstr-id="2"/>
+                <instruction instr-id="644" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="219" x2="230" y1="464" y2="475"/>
+                <content>38</content>
+                <instruction instr-id="648" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="275" x2="292" y1="464" y2="475"/>
+                <content>+11</content>
+                <instruction instr-id="648" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="321" x2="357" y1="464" y2="475"/>
+                <content>1988-92</content>
+                <instruction instr-id="652" subinstr-id="0"/>
+                <instruction instr-id="652" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="374" x2="396" y1="464" y2="475"/>
+                <content>AIM</content>
+                <instruction instr-id="652" subinstr-id="4"/>
+                <instruction instr-id="652" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="78" x2="112" y1="451" y2="462"/>
+                <content>Sweden</content>
+                <instruction instr-id="692" subinstr-id="0"/>
+                <instruction instr-id="692" subinstr-id="2"/>
+                <instruction instr-id="692" subinstr-id="4"/>
+                <instruction instr-id="692" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="219" x2="230" y1="450" y2="461"/>
+                <content>87</content>
+                <instruction instr-id="696" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="275" x2="292" y1="450" y2="461"/>
+                <content>+24</content>
+                <instruction instr-id="696" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="321" x2="357" y1="451" y2="462"/>
+                <content>1985-96</content>
+                <instruction instr-id="701" subinstr-id="0"/>
+                <instruction instr-id="701" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="374" x2="501" y1="425" y2="462"/>
+                <content>Supermarket Svenska
+Detaljhandel, 1997, for Food
+and Daily Goods</content>
+                <instruction instr-id="701" subinstr-id="4"/>
+                <instruction instr-id="701" subinstr-id="6"/>
+                <instruction instr-id="701" subinstr-id="8"/>
+                <instruction instr-id="701" subinstr-id="10"/>
+                <instruction instr-id="701" subinstr-id="12"/>
+                <instruction instr-id="701" subinstr-id="14"/>
+                <instruction instr-id="701" subinstr-id="16"/>
+                <instruction instr-id="701" subinstr-id="18"/>
+                <instruction instr-id="701" subinstr-id="20"/>
+                <instruction instr-id="701" subinstr-id="22"/>
+                <instruction instr-id="701" subinstr-id="24"/>
+                <instruction instr-id="701" subinstr-id="26"/>
+                <instruction instr-id="701" subinstr-id="28"/>
+                <instruction instr-id="705" subinstr-id="0"/>
+                <instruction instr-id="705" subinstr-id="2"/>
+                <instruction instr-id="705" subinstr-id="4"/>
+                <instruction instr-id="705" subinstr-id="6"/>
+                <instruction instr-id="705" subinstr-id="8"/>
+                <instruction instr-id="705" subinstr-id="10"/>
+                <instruction instr-id="705" subinstr-id="12"/>
+                <instruction instr-id="705" subinstr-id="14"/>
+                <instruction instr-id="705" subinstr-id="16"/>
+                <instruction instr-id="705" subinstr-id="18"/>
+                <instruction instr-id="705" subinstr-id="20"/>
+                <instruction instr-id="705" subinstr-id="22"/>
+                <instruction instr-id="705" subinstr-id="24"/>
+                <instruction instr-id="705" subinstr-id="26"/>
+                <instruction instr-id="705" subinstr-id="28"/>
+                <instruction instr-id="709" subinstr-id="0"/>
+                <instruction instr-id="709" subinstr-id="2"/>
+                <instruction instr-id="709" subinstr-id="4"/>
+                <instruction instr-id="709" subinstr-id="6"/>
+                <instruction instr-id="709" subinstr-id="8"/>
+                <instruction instr-id="709" subinstr-id="10"/>
+                <instruction instr-id="709" subinstr-id="12"/>
+                <instruction instr-id="709" subinstr-id="14"/>
+                <instruction instr-id="709" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="78" x2="93" y1="411" y2="422"/>
+                <content>UK</content>
+                <instruction instr-id="749" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="219" x2="230" y1="411" y2="422"/>
+                <content>67</content>
+                <instruction instr-id="752" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="278" x2="290" y1="411" y2="422"/>
+                <content>+7</content>
+                <instruction instr-id="752" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="321" x2="357" y1="411" y2="422"/>
+                <content>1988-92</content>
+                <instruction instr-id="756" subinstr-id="0"/>
+                <instruction instr-id="756" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="374" x2="396" y1="411" y2="422"/>
+                <content>AIM</content>
+                <instruction instr-id="756" subinstr-id="4"/>
+                <instruction instr-id="756" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="6">
+        <region col-increment="0" id="1" page="7" row-increment="0">
+            <cell end-col="2" id="1" start-col="1" start-row="0">
+                <bounding-box x1="225" x2="291" y1="578" y2="589"/>
+                <content>hypermarkets</content>
+                <instruction instr-id="43" subinstr-id="0"/>
+                <instruction instr-id="43" subinstr-id="2"/>
+                <instruction instr-id="43" subinstr-id="4"/>
+                <instruction instr-id="43" subinstr-id="6"/>
+                <instruction instr-id="43" subinstr-id="8"/>
+                <instruction instr-id="43" subinstr-id="10"/>
+            </cell>
+            <cell end-col="4" id="1" start-col="3" start-row="0">
+                <bounding-box x1="358" x2="423" y1="578" y2="589"/>
+                <content>supermarkets</content>
+                <instruction instr-id="43" subinstr-id="12"/>
+                <instruction instr-id="43" subinstr-id="14"/>
+                <instruction instr-id="43" subinstr-id="16"/>
+                <instruction instr-id="43" subinstr-id="18"/>
+                <instruction instr-id="43" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="472" x2="507" y1="578" y2="589"/>
+                <content>others*</content>
+                <instruction instr-id="43" subinstr-id="22"/>
+                <instruction instr-id="43" subinstr-id="24"/>
+                <instruction instr-id="43" subinstr-id="26"/>
+                <instruction instr-id="43" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="214" x2="236" y1="564" y2="575"/>
+                <content>1996</content>
+                <instruction instr-id="81" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="268" x2="315" y1="552" y2="575"/>
+                <content>change
+since 1980</content>
+                <instruction instr-id="84" subinstr-id="0"/>
+                <instruction instr-id="84" subinstr-id="2"/>
+                <instruction instr-id="87" subinstr-id="0"/>
+                <instruction instr-id="87" subinstr-id="2"/>
+                <instruction instr-id="87" subinstr-id="4"/>
+                <instruction instr-id="87" subinstr-id="6"/>
+                <instruction instr-id="87" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="346" x2="368" y1="564" y2="575"/>
+                <content>1996</content>
+                <instruction instr-id="90" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="400" x2="447" y1="552" y2="575"/>
+                <content>change
+since 1990</content>
+                <instruction instr-id="93" subinstr-id="0"/>
+                <instruction instr-id="93" subinstr-id="2"/>
+                <instruction instr-id="95" subinstr-id="0"/>
+                <instruction instr-id="95" subinstr-id="2"/>
+                <instruction instr-id="95" subinstr-id="4"/>
+                <instruction instr-id="95" subinstr-id="6"/>
+                <instruction instr-id="95" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="479" x2="501" y1="564" y2="575"/>
+                <content>1996</content>
+                <instruction instr-id="98" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="78" x2="110" y1="538" y2="549"/>
+                <content>Austria</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+                <instruction instr-id="144" subinstr-id="2"/>
+                <instruction instr-id="144" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="219" x2="230" y1="538" y2="549"/>
+                <content>12</content>
+                <instruction instr-id="148" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="285" x2="297" y1="538" y2="549"/>
+                <content>+3</content>
+                <instruction instr-id="152" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="352" x2="363" y1="538" y2="549"/>
+                <content>52</content>
+                <instruction instr-id="156" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="414" x2="433" y1="538" y2="549"/>
+                <content>+11</content>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="484" x2="495" y1="538" y2="549"/>
+                <content>36</content>
+                <instruction instr-id="164" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="78" x2="175" y1="524" y2="535"/>
+                <content>Belgium/Luxembourg</content>
+                <instruction instr-id="210" subinstr-id="0"/>
+                <instruction instr-id="210" subinstr-id="2"/>
+                <instruction instr-id="210" subinstr-id="4"/>
+                <instruction instr-id="210" subinstr-id="6"/>
+                <instruction instr-id="210" subinstr-id="8"/>
+                <instruction instr-id="210" subinstr-id="10"/>
+                <instruction instr-id="210" subinstr-id="12"/>
+                <instruction instr-id="210" subinstr-id="14"/>
+                <instruction instr-id="210" subinstr-id="16"/>
+                <instruction instr-id="210" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="219" x2="230" y1="524" y2="535"/>
+                <content>16</content>
+                <instruction instr-id="214" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="289" x2="293" y1="524" y2="535"/>
+                <content>-</content>
+                <instruction instr-id="219" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="352" x2="363" y1="524" y2="535"/>
+                <content>70</content>
+                <instruction instr-id="223" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="417" x2="430" y1="524" y2="535"/>
+                <content>+5</content>
+                <instruction instr-id="227" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="484" x2="495" y1="524" y2="535"/>
+                <content>14</content>
+                <instruction instr-id="231" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="78" x2="118" y1="510" y2="521"/>
+                <content>Denmark</content>
+                <instruction instr-id="277" subinstr-id="0"/>
+                <instruction instr-id="277" subinstr-id="2"/>
+                <instruction instr-id="277" subinstr-id="4"/>
+                <instruction instr-id="277" subinstr-id="6"/>
+                <instruction instr-id="277" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="219" x2="230" y1="510" y2="521"/>
+                <content>17</content>
+                <instruction instr-id="281" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="283" x2="299" y1="510" y2="521"/>
+                <content>n.a.</content>
+                <instruction instr-id="284" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="352" x2="363" y1="510" y2="521"/>
+                <content>59</content>
+                <instruction instr-id="287" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="417" x2="430" y1="510" y2="521"/>
+                <content>+8</content>
+                <instruction instr-id="291" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="484" x2="495" y1="510" y2="521"/>
+                <content>24</content>
+                <instruction instr-id="295" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="78" x2="111" y1="497" y2="508"/>
+                <content>Finland</content>
+                <instruction instr-id="340" subinstr-id="0"/>
+                <instruction instr-id="340" subinstr-id="2"/>
+                <instruction instr-id="340" subinstr-id="4"/>
+                <instruction instr-id="340" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="219" x2="230" y1="497" y2="507"/>
+                <content>22</content>
+                <instruction instr-id="343" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="283" x2="299" y1="497" y2="508"/>
+                <content>n.a.</content>
+                <instruction instr-id="346" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="352" x2="363" y1="497" y2="507"/>
+                <content>51</content>
+                <instruction instr-id="349" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="419" x2="428" y1="497" y2="508"/>
+                <content>-1</content>
+                <instruction instr-id="353" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="484" x2="495" y1="497" y2="507"/>
+                <content>27</content>
+                <instruction instr-id="357" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="78" x2="107" y1="483" y2="494"/>
+                <content>France</content>
+                <instruction instr-id="403" subinstr-id="0"/>
+                <instruction instr-id="403" subinstr-id="2"/>
+                <instruction instr-id="403" subinstr-id="4"/>
+                <instruction instr-id="403" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="219" x2="230" y1="483" y2="494"/>
+                <content>51</content>
+                <instruction instr-id="407" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="282" x2="300" y1="483" y2="494"/>
+                <content>+16</content>
+                <instruction instr-id="411" subinstr-id="0"/>
+                <instruction instr-id="411" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="352" x2="363" y1="483" y2="494"/>
+                <content>44</content>
+                <instruction instr-id="415" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="422" x2="425" y1="483" y2="494"/>
+                <content>-</content>
+                <instruction instr-id="419" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="487" x2="492" y1="483" y2="494"/>
+                <content>5</content>
+                <instruction instr-id="422" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="78" x2="118" y1="469" y2="480"/>
+                <content>Germany</content>
+                <instruction instr-id="468" subinstr-id="0"/>
+                <instruction instr-id="468" subinstr-id="2"/>
+                <instruction instr-id="468" subinstr-id="4"/>
+                <instruction instr-id="468" subinstr-id="6"/>
+                <instruction instr-id="468" subinstr-id="8"/>
+                <instruction instr-id="468" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="219" x2="230" y1="469" y2="480"/>
+                <content>24</content>
+                <instruction instr-id="472" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="285" x2="297" y1="469" y2="480"/>
+                <content>+8</content>
+                <instruction instr-id="476" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="352" x2="363" y1="469" y2="480"/>
+                <content>52</content>
+                <instruction instr-id="480" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="417" x2="430" y1="469" y2="480"/>
+                <content>+7</content>
+                <instruction instr-id="484" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="484" x2="495" y1="469" y2="480"/>
+                <content>24</content>
+                <instruction instr-id="488" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="78" x2="108" y1="456" y2="467"/>
+                <content>Greece</content>
+                <instruction instr-id="534" subinstr-id="0"/>
+                <instruction instr-id="534" subinstr-id="2"/>
+                <instruction instr-id="534" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="222" x2="228" y1="456" y2="466"/>
+                <content>5</content>
+                <instruction instr-id="538" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="285" x2="297" y1="456" y2="467"/>
+                <content>+5</content>
+                <instruction instr-id="542" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="352" x2="363" y1="456" y2="466"/>
+                <content>51</content>
+                <instruction instr-id="546" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="415" x2="432" y1="456" y2="467"/>
+                <content>n.a.</content>
+                <instruction instr-id="549" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="484" x2="495" y1="456" y2="466"/>
+                <content>44</content>
+                <instruction instr-id="552" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="78" x2="108" y1="442" y2="453"/>
+                <content>Ireland</content>
+                <instruction instr-id="598" subinstr-id="0"/>
+                <instruction instr-id="598" subinstr-id="2"/>
+                <instruction instr-id="598" subinstr-id="4"/>
+                <instruction instr-id="598" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="219" x2="230" y1="442" y2="453"/>
+                <content>12</content>
+                <instruction instr-id="602" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="283" x2="299" y1="442" y2="453"/>
+                <content>n.a.</content>
+                <instruction instr-id="605" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="352" x2="363" y1="442" y2="453"/>
+                <content>41</content>
+                <instruction instr-id="608" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="415" x2="432" y1="442" y2="453"/>
+                <content>n.a.</content>
+                <instruction instr-id="611" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="484" x2="495" y1="442" y2="453"/>
+                <content>47</content>
+                <instruction instr-id="614" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="78" x2="97" y1="428" y2="439"/>
+                <content>Italy</content>
+                <instruction instr-id="660" subinstr-id="0"/>
+                <instruction instr-id="660" subinstr-id="2"/>
+                <instruction instr-id="660" subinstr-id="4"/>
+                <instruction instr-id="660" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="219" x2="230" y1="428" y2="439"/>
+                <content>13</content>
+                <instruction instr-id="664" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="282" x2="300" y1="428" y2="439"/>
+                <content>+13</content>
+                <instruction instr-id="668" subinstr-id="0"/>
+                <instruction instr-id="668" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="352" x2="363" y1="428" y2="439"/>
+                <content>39</content>
+                <instruction instr-id="672" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="415" x2="432" y1="428" y2="439"/>
+                <content>n.a.</content>
+                <instruction instr-id="675" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="484" x2="495" y1="428" y2="439"/>
+                <content>48</content>
+                <instruction instr-id="678" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="78" x2="130" y1="415" y2="426"/>
+                <content>Netherlands</content>
+                <instruction instr-id="724" subinstr-id="0"/>
+                <instruction instr-id="724" subinstr-id="2"/>
+                <instruction instr-id="724" subinstr-id="4"/>
+                <instruction instr-id="724" subinstr-id="6"/>
+                <instruction instr-id="724" subinstr-id="8"/>
+                <instruction instr-id="724" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="222" x2="228" y1="414" y2="425"/>
+                <content>5</content>
+                <instruction instr-id="728" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="285" x2="297" y1="415" y2="426"/>
+                <content>+3</content>
+                <instruction instr-id="732" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="352" x2="363" y1="414" y2="425"/>
+                <content>82</content>
+                <instruction instr-id="736" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="417" x2="430" y1="415" y2="426"/>
+                <content>+7</content>
+                <instruction instr-id="740" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="484" x2="495" y1="414" y2="425"/>
+                <content>13</content>
+                <instruction instr-id="744" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="78" x2="115" y1="401" y2="412"/>
+                <content>Portugal</content>
+                <instruction instr-id="790" subinstr-id="0"/>
+                <instruction instr-id="790" subinstr-id="2"/>
+                <instruction instr-id="790" subinstr-id="4"/>
+                <instruction instr-id="790" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="219" x2="230" y1="401" y2="412"/>
+                <content>42</content>
+                <instruction instr-id="794" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="282" x2="300" y1="401" y2="412"/>
+                <content>+42</content>
+                <instruction instr-id="798" subinstr-id="0"/>
+                <instruction instr-id="798" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="352" x2="363" y1="401" y2="412"/>
+                <content>28</content>
+                <instruction instr-id="802" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="414" x2="433" y1="401" y2="412"/>
+                <content>+10</content>
+                <instruction instr-id="806" subinstr-id="0"/>
+                <instruction instr-id="806" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="484" x2="495" y1="401" y2="412"/>
+                <content>30</content>
+                <instruction instr-id="810" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="78" x2="103" y1="387" y2="398"/>
+                <content>Spain</content>
+                <instruction instr-id="855" subinstr-id="0"/>
+                <instruction instr-id="855" subinstr-id="2"/>
+                <instruction instr-id="855" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="219" x2="230" y1="387" y2="398"/>
+                <content>34</content>
+                <instruction instr-id="858" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="282" x2="300" y1="387" y2="398"/>
+                <content>+22</content>
+                <instruction instr-id="862" subinstr-id="0"/>
+                <instruction instr-id="862" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="352" x2="363" y1="387" y2="398"/>
+                <content>25</content>
+                <instruction instr-id="866" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="417" x2="430" y1="387" y2="398"/>
+                <content>+5</content>
+                <instruction instr-id="870" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="484" x2="495" y1="387" y2="398"/>
+                <content>31</content>
+                <instruction instr-id="874" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="78" x2="112" y1="374" y2="385"/>
+                <content>Sweden</content>
+                <instruction instr-id="920" subinstr-id="0"/>
+                <instruction instr-id="920" subinstr-id="2"/>
+                <instruction instr-id="920" subinstr-id="4"/>
+                <instruction instr-id="920" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="219" x2="230" y1="373" y2="384"/>
+                <content>13</content>
+                <instruction instr-id="924" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="283" x2="299" y1="374" y2="385"/>
+                <content>n.a.</content>
+                <instruction instr-id="927" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="352" x2="363" y1="373" y2="384"/>
+                <content>64</content>
+                <instruction instr-id="930" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="417" x2="430" y1="374" y2="385"/>
+                <content>+4</content>
+                <instruction instr-id="934" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="484" x2="495" y1="373" y2="384"/>
+                <content>23</content>
+                <instruction instr-id="938" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="78" x2="94" y1="360" y2="371"/>
+                <content>UK</content>
+                <instruction instr-id="984" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="219" x2="230" y1="360" y2="371"/>
+                <content>45</content>
+                <instruction instr-id="988" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="282" x2="300" y1="360" y2="371"/>
+                <content>+29</content>
+                <instruction instr-id="992" subinstr-id="0"/>
+                <instruction instr-id="992" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="352" x2="363" y1="360" y2="371"/>
+                <content>42</content>
+                <instruction instr-id="996" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="417" x2="430" y1="360" y2="371"/>
+                <content>+2</content>
+                <instruction instr-id="1000" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="484" x2="495" y1="360" y2="371"/>
+                <content>13</content>
+                <instruction instr-id="1004" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="7">
+        <region col-increment="0" id="1" page="8" row-increment="0">
+            <cell end-col="2" id="1" start-col="1" start-row="0">
+                <bounding-box x1="236" x2="258" y1="428" y2="439"/>
+                <content>1996</content>
+                <instruction instr-id="101" subinstr-id="0"/>
+            </cell>
+            <cell end-col="4" id="1" start-col="3" start-row="0">
+                <bounding-box x1="359" x2="381" y1="428" y2="439"/>
+                <content>1991</content>
+                <instruction instr-id="101" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="444" x2="518" y1="428" y2="439"/>
+                <content>growth in share</content>
+                <instruction instr-id="101" subinstr-id="4"/>
+                <instruction instr-id="101" subinstr-id="6"/>
+                <instruction instr-id="101" subinstr-id="8"/>
+                <instruction instr-id="101" subinstr-id="10"/>
+                <instruction instr-id="101" subinstr-id="12"/>
+                <instruction instr-id="101" subinstr-id="14"/>
+                <instruction instr-id="101" subinstr-id="16"/>
+                <instruction instr-id="101" subinstr-id="18"/>
+                <instruction instr-id="101" subinstr-id="20"/>
+                <instruction instr-id="101" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="198" x2="239" y1="389" y2="425"/>
+                <content>% of
+national
+turnover</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+                <instruction instr-id="140" subinstr-id="2"/>
+                <instruction instr-id="143" subinstr-id="0"/>
+                <instruction instr-id="143" subinstr-id="2"/>
+                <instruction instr-id="143" subinstr-id="4"/>
+                <instruction instr-id="145" subinstr-id="0"/>
+                <instruction instr-id="145" subinstr-id="2"/>
+                <instruction instr-id="145" subinstr-id="4"/>
+                <instruction instr-id="145" subinstr-id="6"/>
+                <instruction instr-id="145" subinstr-id="8"/>
+                <instruction instr-id="145" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="262" x2="289" y1="402" y2="425"/>
+                <content>no. of
+stores</content>
+                <instruction instr-id="149" subinstr-id="-1"/>
+                <instruction instr-id="152" subinstr-id="0"/>
+                <instruction instr-id="152" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="319" x2="361" y1="389" y2="425"/>
+                <content>% of
+national
+turnover</content>
+                <instruction instr-id="156" subinstr-id="0"/>
+                <instruction instr-id="156" subinstr-id="2"/>
+                <instruction instr-id="159" subinstr-id="0"/>
+                <instruction instr-id="159" subinstr-id="2"/>
+                <instruction instr-id="159" subinstr-id="4"/>
+                <instruction instr-id="159" subinstr-id="6"/>
+                <instruction instr-id="159" subinstr-id="8"/>
+                <instruction instr-id="159" subinstr-id="10"/>
+                <instruction instr-id="162" subinstr-id="0"/>
+                <instruction instr-id="162" subinstr-id="2"/>
+                <instruction instr-id="162" subinstr-id="4"/>
+                <instruction instr-id="162" subinstr-id="6"/>
+                <instruction instr-id="162" subinstr-id="8"/>
+                <instruction instr-id="162" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="392" x2="420" y1="402" y2="425"/>
+                <content>no. of
+stores</content>
+                <instruction instr-id="166" subinstr-id="-1"/>
+                <instruction instr-id="169" subinstr-id="0"/>
+                <instruction instr-id="169" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="456" x2="506" y1="414" y2="425"/>
+                <content>(% points)</content>
+                <instruction instr-id="173" subinstr-id="0"/>
+                <instruction instr-id="173" subinstr-id="2"/>
+                <instruction instr-id="173" subinstr-id="4"/>
+                <instruction instr-id="173" subinstr-id="6"/>
+                <instruction instr-id="173" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="74" x2="107" y1="375" y2="386"/>
+                <content>Austria</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+                <instruction instr-id="218" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="213" x2="224" y1="375" y2="386"/>
+                <content>17</content>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="267" x2="284" y1="375" y2="386"/>
+                <content>568</content>
+                <instruction instr-id="220" subinstr-id="4"/>
+                <instruction instr-id="220" subinstr-id="6"/>
+                <instruction instr-id="220" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="335" x2="345" y1="375" y2="386"/>
+                <content>14</content>
+                <instruction instr-id="220" subinstr-id="10"/>
+                <instruction instr-id="220" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="398" x2="414" y1="375" y2="386"/>
+                <content>530</content>
+                <instruction instr-id="220" subinstr-id="14"/>
+                <instruction instr-id="220" subinstr-id="16"/>
+                <instruction instr-id="220" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="478" x2="484" y1="375" y2="386"/>
+                <content>3</content>
+                <instruction instr-id="222" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="74" x2="171" y1="362" y2="372"/>
+                <content>Belgium/Luxembourg</content>
+                <instruction instr-id="268" subinstr-id="0"/>
+                <instruction instr-id="268" subinstr-id="2"/>
+                <instruction instr-id="268" subinstr-id="4"/>
+                <instruction instr-id="268" subinstr-id="6"/>
+                <instruction instr-id="268" subinstr-id="8"/>
+                <instruction instr-id="268" subinstr-id="10"/>
+                <instruction instr-id="268" subinstr-id="12"/>
+                <instruction instr-id="268" subinstr-id="14"/>
+                <instruction instr-id="268" subinstr-id="16"/>
+                <instruction instr-id="268" subinstr-id="18"/>
+                <instruction instr-id="268" subinstr-id="20"/>
+                <instruction instr-id="268" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="213" x2="224" y1="362" y2="372"/>
+                <content>25</content>
+                <instruction instr-id="268" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="267" x2="284" y1="362" y2="372"/>
+                <content>762</content>
+                <instruction instr-id="268" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="335" x2="345" y1="362" y2="372"/>
+                <content>18</content>
+                <instruction instr-id="268" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="398" x2="414" y1="362" y2="372"/>
+                <content>587</content>
+                <instruction instr-id="268" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="478" x2="484" y1="362" y2="372"/>
+                <content>7</content>
+                <instruction instr-id="270" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="74" x2="115" y1="348" y2="359"/>
+                <content>Denmark</content>
+                <instruction instr-id="315" subinstr-id="0"/>
+                <instruction instr-id="315" subinstr-id="2"/>
+                <instruction instr-id="315" subinstr-id="4"/>
+                <instruction instr-id="315" subinstr-id="6"/>
+                <instruction instr-id="315" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="213" x2="224" y1="348" y2="359"/>
+                <content>20</content>
+                <instruction instr-id="317" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="267" x2="284" y1="348" y2="359"/>
+                <content>739</content>
+                <instruction instr-id="317" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="335" x2="346" y1="348" y2="359"/>
+                <content>15</content>
+                <instruction instr-id="317" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="398" x2="414" y1="348" y2="359"/>
+                <content>544</content>
+                <instruction instr-id="317" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="478" x2="484" y1="348" y2="359"/>
+                <content>5</content>
+                <instruction instr-id="319" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="74" x2="108" y1="334" y2="345"/>
+                <content>Finland</content>
+                <instruction instr-id="364" subinstr-id="0"/>
+                <instruction instr-id="364" subinstr-id="2"/>
+                <instruction instr-id="364" subinstr-id="4"/>
+                <instruction instr-id="364" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="213" x2="224" y1="334" y2="345"/>
+                <content>12</content>
+                <instruction instr-id="366" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="267" x2="284" y1="334" y2="345"/>
+                <content>820</content>
+                <instruction instr-id="366" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="335" x2="345" y1="334" y2="345"/>
+                <content>10</content>
+                <instruction instr-id="366" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="398" x2="414" y1="334" y2="345"/>
+                <content>760</content>
+                <instruction instr-id="366" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="478" x2="484" y1="334" y2="345"/>
+                <content>2</content>
+                <instruction instr-id="368" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="74" x2="104" y1="321" y2="331"/>
+                <content>France</content>
+                <instruction instr-id="413" subinstr-id="0"/>
+                <instruction instr-id="413" subinstr-id="2"/>
+                <instruction instr-id="413" subinstr-id="4"/>
+                <instruction instr-id="413" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="216" x2="221" y1="321" y2="331"/>
+                <content>7</content>
+                <instruction instr-id="415" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="265" x2="287" y1="321" y2="331"/>
+                <content>1940</content>
+                <instruction instr-id="415" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="337" x2="343" y1="321" y2="331"/>
+                <content>1</content>
+                <instruction instr-id="415" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="398" x2="414" y1="321" y2="331"/>
+                <content>436</content>
+                <instruction instr-id="417" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="478" x2="484" y1="321" y2="331"/>
+                <content>6</content>
+                <instruction instr-id="419" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="74" x2="115" y1="307" y2="318"/>
+                <content>Germany</content>
+                <instruction instr-id="464" subinstr-id="0"/>
+                <instruction instr-id="464" subinstr-id="2"/>
+                <instruction instr-id="464" subinstr-id="4"/>
+                <instruction instr-id="464" subinstr-id="6"/>
+                <instruction instr-id="464" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="213" x2="224" y1="307" y2="318"/>
+                <content>30</content>
+                <instruction instr-id="466" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="262" x2="289" y1="307" y2="318"/>
+                <content>12130</content>
+                <instruction instr-id="466" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="335" x2="345" y1="307" y2="318"/>
+                <content>24</content>
+                <instruction instr-id="466" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="395" x2="417" y1="307" y2="318"/>
+                <content>8290</content>
+                <instruction instr-id="466" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="478" x2="484" y1="307" y2="318"/>
+                <content>6</content>
+                <instruction instr-id="468" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="74" x2="105" y1="293" y2="304"/>
+                <content>Greece</content>
+                <instruction instr-id="514" subinstr-id="0"/>
+                <instruction instr-id="514" subinstr-id="2"/>
+                <instruction instr-id="514" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="211" x2="226" y1="293" y2="304"/>
+                <content>n.a.</content>
+                <instruction instr-id="516" subinstr-id="0"/>
+                <instruction instr-id="516" subinstr-id="2"/>
+                <instruction instr-id="516" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="268" x2="284" y1="293" y2="304"/>
+                <content>n.a.</content>
+                <instruction instr-id="516" subinstr-id="6"/>
+                <instruction instr-id="516" subinstr-id="8"/>
+                <instruction instr-id="516" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="332" x2="348" y1="293" y2="304"/>
+                <content>n.a.</content>
+                <instruction instr-id="516" subinstr-id="12"/>
+                <instruction instr-id="516" subinstr-id="14"/>
+                <instruction instr-id="516" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="398" x2="414" y1="293" y2="304"/>
+                <content>n.a.</content>
+                <instruction instr-id="516" subinstr-id="18"/>
+                <instruction instr-id="516" subinstr-id="20"/>
+                <instruction instr-id="516" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="473" x2="489" y1="293" y2="304"/>
+                <content>n.a.</content>
+                <instruction instr-id="518" subinstr-id="0"/>
+                <instruction instr-id="518" subinstr-id="2"/>
+                <instruction instr-id="518" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="74" x2="105" y1="279" y2="290"/>
+                <content>Ireland</content>
+                <instruction instr-id="564" subinstr-id="0"/>
+                <instruction instr-id="564" subinstr-id="2"/>
+                <instruction instr-id="564" subinstr-id="4"/>
+                <instruction instr-id="564" subinstr-id="6"/>
+                <instruction instr-id="564" subinstr-id="8"/>
+                <instruction instr-id="564" subinstr-id="10"/>
+                <instruction instr-id="564" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="211" x2="226" y1="279" y2="290"/>
+                <content>n.a.</content>
+                <instruction instr-id="566" subinstr-id="0"/>
+                <instruction instr-id="566" subinstr-id="2"/>
+                <instruction instr-id="566" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="268" x2="284" y1="279" y2="290"/>
+                <content>n.a.</content>
+                <instruction instr-id="566" subinstr-id="6"/>
+                <instruction instr-id="566" subinstr-id="8"/>
+                <instruction instr-id="566" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="332" x2="348" y1="279" y2="290"/>
+                <content>n.a.</content>
+                <instruction instr-id="566" subinstr-id="12"/>
+                <instruction instr-id="566" subinstr-id="14"/>
+                <instruction instr-id="566" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="398" x2="414" y1="279" y2="290"/>
+                <content>n.a.</content>
+                <instruction instr-id="566" subinstr-id="18"/>
+                <instruction instr-id="566" subinstr-id="20"/>
+                <instruction instr-id="566" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="473" x2="489" y1="279" y2="290"/>
+                <content>n.a.</content>
+                <instruction instr-id="568" subinstr-id="0"/>
+                <instruction instr-id="568" subinstr-id="2"/>
+                <instruction instr-id="568" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="74" x2="94" y1="266" y2="277"/>
+                <content>Italy</content>
+                <instruction instr-id="614" subinstr-id="0"/>
+                <instruction instr-id="614" subinstr-id="2"/>
+                <instruction instr-id="614" subinstr-id="4"/>
+                <instruction instr-id="614" subinstr-id="6"/>
+                <instruction instr-id="614" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="213" x2="224" y1="266" y2="277"/>
+                <content>10</content>
+                <instruction instr-id="616" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="265" x2="287" y1="266" y2="277"/>
+                <content>2360</content>
+                <instruction instr-id="616" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="337" x2="343" y1="266" y2="277"/>
+                <content>..</content>
+                <instruction instr-id="616" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="400" x2="411" y1="266" y2="277"/>
+                <content>60</content>
+                <instruction instr-id="618" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="476" x2="487" y1="266" y2="277"/>
+                <content>10</content>
+                <instruction instr-id="620" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="74" x2="127" y1="252" y2="263"/>
+                <content>Netherlands</content>
+                <instruction instr-id="665" subinstr-id="0"/>
+                <instruction instr-id="665" subinstr-id="2"/>
+                <instruction instr-id="665" subinstr-id="4"/>
+                <instruction instr-id="665" subinstr-id="6"/>
+                <instruction instr-id="665" subinstr-id="8"/>
+                <instruction instr-id="665" subinstr-id="10"/>
+                <instruction instr-id="665" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="213" x2="224" y1="252" y2="263"/>
+                <content>13</content>
+                <instruction instr-id="667" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="267" x2="284" y1="252" y2="263"/>
+                <content>607</content>
+                <instruction instr-id="667" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="335" x2="346" y1="252" y2="263"/>
+                <content>10</content>
+                <instruction instr-id="667" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="398" x2="414" y1="252" y2="263"/>
+                <content>482</content>
+                <instruction instr-id="667" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="478" x2="484" y1="252" y2="263"/>
+                <content>3</content>
+                <instruction instr-id="669" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="74" x2="111" y1="238" y2="249"/>
+                <content>Portugal</content>
+                <instruction instr-id="715" subinstr-id="0"/>
+                <instruction instr-id="715" subinstr-id="2"/>
+                <instruction instr-id="715" subinstr-id="4"/>
+                <instruction instr-id="715" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="216" x2="221" y1="238" y2="249"/>
+                <content>9</content>
+                <instruction instr-id="717" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="267" x2="284" y1="238" y2="249"/>
+                <content>314</content>
+                <instruction instr-id="717" subinstr-id="2"/>
+                <instruction instr-id="717" subinstr-id="4"/>
+                <instruction instr-id="717" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="337" x2="343" y1="238" y2="249"/>
+                <content>2</content>
+                <instruction instr-id="717" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="400" x2="411" y1="238" y2="249"/>
+                <content>30</content>
+                <instruction instr-id="719" subinstr-id="0"/>
+                <instruction instr-id="719" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="478" x2="484" y1="238" y2="249"/>
+                <content>7</content>
+                <instruction instr-id="721" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="74" x2="99" y1="225" y2="236"/>
+                <content>Spain</content>
+                <instruction instr-id="767" subinstr-id="0"/>
+                <instruction instr-id="767" subinstr-id="2"/>
+                <instruction instr-id="767" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="216" x2="221" y1="225" y2="236"/>
+                <content>9</content>
+                <instruction instr-id="769" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="265" x2="287" y1="225" y2="236"/>
+                <content>2315</content>
+                <instruction instr-id="769" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="337" x2="343" y1="225" y2="236"/>
+                <content>5</content>
+                <instruction instr-id="769" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="395" x2="417" y1="225" y2="236"/>
+                <content>1180</content>
+                <instruction instr-id="769" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="478" x2="484" y1="225" y2="236"/>
+                <content>4</content>
+                <instruction instr-id="771" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="74" x2="109" y1="211" y2="222"/>
+                <content>Sweden</content>
+                <instruction instr-id="816" subinstr-id="0"/>
+                <instruction instr-id="816" subinstr-id="2"/>
+                <instruction instr-id="816" subinstr-id="4"/>
+                <instruction instr-id="816" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="213" x2="224" y1="211" y2="222"/>
+                <content>11</content>
+                <instruction instr-id="818" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="267" x2="284" y1="211" y2="222"/>
+                <content>305</content>
+                <instruction instr-id="818" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="337" x2="343" y1="211" y2="222"/>
+                <content>6</content>
+                <instruction instr-id="818" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="398" x2="414" y1="211" y2="222"/>
+                <content>166</content>
+                <instruction instr-id="820" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="478" x2="484" y1="211" y2="222"/>
+                <content>5</content>
+                <instruction instr-id="822" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="74" x2="90" y1="197" y2="208"/>
+                <content>UK</content>
+                <instruction instr-id="867" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="213" x2="224" y1="197" y2="208"/>
+                <content>11</content>
+                <instruction instr-id="869" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="265" x2="287" y1="197" y2="208"/>
+                <content>1440</content>
+                <instruction instr-id="869" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="337" x2="343" y1="197" y2="208"/>
+                <content>6</content>
+                <instruction instr-id="869" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="395" x2="417" y1="197" y2="208"/>
+                <content>1129</content>
+                <instruction instr-id="869" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="478" x2="484" y1="197" y2="208"/>
+                <content>5</content>
+                <instruction instr-id="871" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="8">
+        <region col-increment="0" id="1" page="9" row-increment="0">
+            <cell end-col="2" id="1" start-col="1" start-row="0">
+                <bounding-box x1="239" x2="344" y1="694" y2="705"/>
+                <content>number of franchisors</content>
+                <instruction instr-id="26" subinstr-id="0"/>
+                <instruction instr-id="26" subinstr-id="2"/>
+                <instruction instr-id="26" subinstr-id="4"/>
+                <instruction instr-id="26" subinstr-id="6"/>
+                <instruction instr-id="26" subinstr-id="8"/>
+                <instruction instr-id="26" subinstr-id="10"/>
+                <instruction instr-id="26" subinstr-id="12"/>
+                <instruction instr-id="26" subinstr-id="14"/>
+                <instruction instr-id="26" subinstr-id="16"/>
+                <instruction instr-id="26" subinstr-id="18"/>
+                <instruction instr-id="26" subinstr-id="20"/>
+                <instruction instr-id="26" subinstr-id="22"/>
+            </cell>
+            <cell end-col="4" id="1" start-col="3" start-row="0">
+                <bounding-box x1="371" x2="476" y1="694" y2="705"/>
+                <content>number of franchisees</content>
+                <instruction instr-id="26" subinstr-id="24"/>
+                <instruction instr-id="26" subinstr-id="26"/>
+                <instruction instr-id="26" subinstr-id="28"/>
+                <instruction instr-id="26" subinstr-id="30"/>
+                <instruction instr-id="26" subinstr-id="32"/>
+                <instruction instr-id="26" subinstr-id="34"/>
+                <instruction instr-id="26" subinstr-id="36"/>
+                <instruction instr-id="26" subinstr-id="38"/>
+                <instruction instr-id="26" subinstr-id="40"/>
+                <instruction instr-id="26" subinstr-id="42"/>
+                <instruction instr-id="26" subinstr-id="44"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="247" x2="269" y1="680" y2="691"/>
+                <content>1993</content>
+                <instruction instr-id="58" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="313" x2="335" y1="680" y2="691"/>
+                <content>1994</content>
+                <instruction instr-id="58" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="379" x2="401" y1="680" y2="691"/>
+                <content>1993</content>
+                <instruction instr-id="58" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="445" x2="467" y1="680" y2="691"/>
+                <content>1994</content>
+                <instruction instr-id="58" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="111" x2="143" y1="667" y2="678"/>
+                <content>Austria</content>
+                <instruction instr-id="98" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="253" x2="264" y1="667" y2="678"/>
+                <content>80</content>
+                <instruction instr-id="100" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="316" x2="333" y1="667" y2="678"/>
+                <content>170</content>
+                <instruction instr-id="100" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="379" x2="401" y1="667" y2="678"/>
+                <content>2500</content>
+                <instruction instr-id="100" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="445" x2="467" y1="667" y2="678"/>
+                <content>2700</content>
+                <instruction instr-id="100" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="111" x2="208" y1="653" y2="664"/>
+                <content>Belgium/Luxembourg</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+                <instruction instr-id="140" subinstr-id="2"/>
+                <instruction instr-id="140" subinstr-id="4"/>
+                <instruction instr-id="140" subinstr-id="6"/>
+                <instruction instr-id="140" subinstr-id="8"/>
+                <instruction instr-id="140" subinstr-id="10"/>
+                <instruction instr-id="140" subinstr-id="12"/>
+                <instruction instr-id="140" subinstr-id="14"/>
+                <instruction instr-id="140" subinstr-id="16"/>
+                <instruction instr-id="140" subinstr-id="18"/>
+                <instruction instr-id="140" subinstr-id="20"/>
+                <instruction instr-id="140" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="253" x2="264" y1="653" y2="664"/>
+                <content>90</content>
+                <instruction instr-id="140" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="316" x2="332" y1="653" y2="664"/>
+                <content>135</content>
+                <instruction instr-id="140" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="379" x2="401" y1="653" y2="664"/>
+                <content>3200</content>
+                <instruction instr-id="140" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="445" x2="467" y1="653" y2="664"/>
+                <content>2495</content>
+                <instruction instr-id="140" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="111" x2="151" y1="639" y2="650"/>
+                <content>Denmark</content>
+                <instruction instr-id="179" subinstr-id="0"/>
+                <instruction instr-id="179" subinstr-id="2"/>
+                <instruction instr-id="179" subinstr-id="4"/>
+                <instruction instr-id="179" subinstr-id="6"/>
+                <instruction instr-id="179" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="253" x2="264" y1="639" y2="650"/>
+                <content>42</content>
+                <instruction instr-id="181" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="319" x2="330" y1="639" y2="650"/>
+                <content>42</content>
+                <instruction instr-id="183" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="382" x2="399" y1="639" y2="650"/>
+                <content>500</content>
+                <instruction instr-id="183" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="448" x2="465" y1="639" y2="650"/>
+                <content>500</content>
+                <instruction instr-id="183" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="111" x2="144" y1="626" y2="636"/>
+                <content>Finland</content>
+                <instruction instr-id="223" subinstr-id="-1"/>
+                <instruction instr-id="225" subinstr-id="-1"/>
+                <instruction instr-id="227" subinstr-id="-1"/>
+                <instruction instr-id="229" subinstr-id="-1"/>
+                <instruction instr-id="231" subinstr-id="-1"/>
+                <instruction instr-id="233" subinstr-id="-1"/>
+                <instruction instr-id="235" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="256" x2="261" y1="626" y2="636"/>
+                <content>..</content>
+                <instruction instr-id="235" subinstr-id="2"/>
+                <instruction instr-id="237" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="321" x2="327" y1="626" y2="636"/>
+                <content>..</content>
+                <instruction instr-id="237" subinstr-id="2"/>
+                <instruction instr-id="239" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="388" x2="393" y1="626" y2="636"/>
+                <content>..</content>
+                <instruction instr-id="239" subinstr-id="-1"/>
+                <instruction instr-id="241" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="454" x2="459" y1="626" y2="636"/>
+                <content>..</content>
+                <instruction instr-id="241" subinstr-id="-1"/>
+                <instruction instr-id="243" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="111" x2="141" y1="612" y2="623"/>
+                <content>France</content>
+                <instruction instr-id="283" subinstr-id="0"/>
+                <instruction instr-id="283" subinstr-id="2"/>
+                <instruction instr-id="283" subinstr-id="4"/>
+                <instruction instr-id="283" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="250" x2="267" y1="612" y2="623"/>
+                <content>500</content>
+                <instruction instr-id="285" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="316" x2="332" y1="612" y2="623"/>
+                <content>500</content>
+                <instruction instr-id="285" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="377" x2="404" y1="612" y2="623"/>
+                <content>30000</content>
+                <instruction instr-id="285" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="443" x2="470" y1="612" y2="623"/>
+                <content>30000</content>
+                <instruction instr-id="285" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="111" x2="151" y1="598" y2="609"/>
+                <content>Germany</content>
+                <instruction instr-id="324" subinstr-id="0"/>
+                <instruction instr-id="324" subinstr-id="2"/>
+                <instruction instr-id="324" subinstr-id="4"/>
+                <instruction instr-id="324" subinstr-id="6"/>
+                <instruction instr-id="324" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="250" x2="267" y1="598" y2="609"/>
+                <content>370</content>
+                <instruction instr-id="326" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="316" x2="332" y1="598" y2="609"/>
+                <content>420</content>
+                <instruction instr-id="326" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="377" x2="404" y1="598" y2="609"/>
+                <content>15500</content>
+                <instruction instr-id="326" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="443" x2="470" y1="598" y2="609"/>
+                <content>18000</content>
+                <instruction instr-id="326" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="111" x2="142" y1="585" y2="595"/>
+                <content>Greece</content>
+                <instruction instr-id="366" subinstr-id="0"/>
+                <instruction instr-id="366" subinstr-id="2"/>
+                <instruction instr-id="366" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="256" x2="261" y1="585" y2="595"/>
+                <content>..</content>
+                <instruction instr-id="368" subinstr-id="0"/>
+                <instruction instr-id="368" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="321" x2="327" y1="585" y2="595"/>
+                <content>..</content>
+                <instruction instr-id="370" subinstr-id="0"/>
+                <instruction instr-id="370" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="388" x2="393" y1="585" y2="595"/>
+                <content>..</content>
+                <instruction instr-id="372" subinstr-id="0"/>
+                <instruction instr-id="372" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="454" x2="459" y1="585" y2="595"/>
+                <content>..</content>
+                <instruction instr-id="374" subinstr-id="0"/>
+                <instruction instr-id="374" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="111" x2="142" y1="571" y2="582"/>
+                <content>Ireland</content>
+                <instruction instr-id="413" subinstr-id="0"/>
+                <instruction instr-id="413" subinstr-id="2"/>
+                <instruction instr-id="413" subinstr-id="4"/>
+                <instruction instr-id="413" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="253" x2="264" y1="571" y2="582"/>
+                <content>20</content>
+                <instruction instr-id="415" subinstr-id="0"/>
+                <instruction instr-id="415" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="321" x2="327" y1="571" y2="582"/>
+                <content>..</content>
+                <instruction instr-id="417" subinstr-id="0"/>
+                <instruction instr-id="417" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="388" x2="393" y1="571" y2="582"/>
+                <content>..</content>
+                <instruction instr-id="419" subinstr-id="0"/>
+                <instruction instr-id="419" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="454" x2="459" y1="571" y2="582"/>
+                <content>..</content>
+                <instruction instr-id="421" subinstr-id="0"/>
+                <instruction instr-id="421" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="111" x2="131" y1="557" y2="568"/>
+                <content>Italy</content>
+                <instruction instr-id="461" subinstr-id="0"/>
+                <instruction instr-id="461" subinstr-id="2"/>
+                <instruction instr-id="461" subinstr-id="4"/>
+                <instruction instr-id="461" subinstr-id="6"/>
+                <instruction instr-id="461" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="250" x2="267" y1="557" y2="568"/>
+                <content>318</content>
+                <instruction instr-id="463" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="316" x2="332" y1="557" y2="568"/>
+                <content>361</content>
+                <instruction instr-id="463" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="377" x2="404" y1="557" y2="568"/>
+                <content>16100</content>
+                <instruction instr-id="463" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="443" x2="470" y1="557" y2="568"/>
+                <content>17500</content>
+                <instruction instr-id="463" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="111" x2="164" y1="543" y2="554"/>
+                <content>Netherlands</content>
+                <instruction instr-id="502" subinstr-id="0"/>
+                <instruction instr-id="502" subinstr-id="2"/>
+                <instruction instr-id="502" subinstr-id="4"/>
+                <instruction instr-id="502" subinstr-id="6"/>
+                <instruction instr-id="502" subinstr-id="8"/>
+                <instruction instr-id="502" subinstr-id="10"/>
+                <instruction instr-id="502" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="250" x2="267" y1="543" y2="554"/>
+                <content>331</content>
+                <instruction instr-id="504" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="316" x2="332" y1="543" y2="554"/>
+                <content>340</content>
+                <instruction instr-id="504" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="377" x2="404" y1="543" y2="554"/>
+                <content>12640</content>
+                <instruction instr-id="504" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="443" x2="470" y1="543" y2="554"/>
+                <content>12120</content>
+                <instruction instr-id="504" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="111" x2="148" y1="530" y2="541"/>
+                <content>Portugal</content>
+                <instruction instr-id="544" subinstr-id="0"/>
+                <instruction instr-id="544" subinstr-id="2"/>
+                <instruction instr-id="544" subinstr-id="4"/>
+                <instruction instr-id="544" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="253" x2="264" y1="530" y2="541"/>
+                <content>55</content>
+                <instruction instr-id="546" subinstr-id="0"/>
+                <instruction instr-id="546" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="319" x2="330" y1="530" y2="541"/>
+                <content>70</content>
+                <instruction instr-id="548" subinstr-id="0"/>
+                <instruction instr-id="548" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="388" x2="393" y1="530" y2="541"/>
+                <content>..</content>
+                <instruction instr-id="550" subinstr-id="0"/>
+                <instruction instr-id="550" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="454" x2="459" y1="530" y2="541"/>
+                <content>..</content>
+                <instruction instr-id="552" subinstr-id="0"/>
+                <instruction instr-id="552" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="111" x2="136" y1="516" y2="527"/>
+                <content>Spain</content>
+                <instruction instr-id="592" subinstr-id="0"/>
+                <instruction instr-id="592" subinstr-id="2"/>
+                <instruction instr-id="592" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="250" x2="267" y1="516" y2="527"/>
+                <content>117</content>
+                <instruction instr-id="594" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="316" x2="332" y1="516" y2="527"/>
+                <content>250</content>
+                <instruction instr-id="594" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="376" x2="404" y1="516" y2="527"/>
+                <content>14500</content>
+                <instruction instr-id="594" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="443" x2="470" y1="516" y2="527"/>
+                <content>20000</content>
+                <instruction instr-id="594" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="111" x2="145" y1="502" y2="513"/>
+                <content>Sweden</content>
+                <instruction instr-id="633" subinstr-id="0"/>
+                <instruction instr-id="633" subinstr-id="2"/>
+                <instruction instr-id="633" subinstr-id="4"/>
+                <instruction instr-id="633" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="250" x2="267" y1="502" y2="513"/>
+                <content>200</content>
+                <instruction instr-id="635" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="316" x2="332" y1="502" y2="513"/>
+                <content>200</content>
+                <instruction instr-id="635" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="382" x2="399" y1="502" y2="513"/>
+                <content>900</content>
+                <instruction instr-id="635" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="448" x2="465" y1="502" y2="513"/>
+                <content>900</content>
+                <instruction instr-id="635" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="111" x2="127" y1="489" y2="500"/>
+                <content>UK</content>
+                <instruction instr-id="674" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="250" x2="267" y1="489" y2="500"/>
+                <content>373</content>
+                <instruction instr-id="676" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="316" x2="332" y1="489" y2="500"/>
+                <content>396</content>
+                <instruction instr-id="676" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="377" x2="404" y1="489" y2="500"/>
+                <content>18100</content>
+                <instruction instr-id="676" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="443" x2="470" y1="489" y2="500"/>
+                <content>24900</content>
+                <instruction instr-id="676" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="111" x2="151" y1="475" y2="486"/>
+                <content>EU Total</content>
+                <instruction instr-id="716" subinstr-id="0"/>
+                <instruction instr-id="716" subinstr-id="2"/>
+                <instruction instr-id="716" subinstr-id="4"/>
+                <instruction instr-id="716" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="247" x2="269" y1="475" y2="486"/>
+                <content>2496</content>
+                <instruction instr-id="718" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="313" x2="335" y1="475" y2="486"/>
+                <content>2884</content>
+                <instruction instr-id="718" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="374" x2="407" y1="475" y2="486"/>
+                <content>113940</content>
+                <instruction instr-id="718" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="440" x2="473" y1="475" y2="486"/>
+                <content>129115</content>
+                <instruction instr-id="718" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="9">
+        <region col-increment="0" id="1" page="10" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="247" x2="269" y1="720" y2="731"/>
+                <content>1994</content>
+                <instruction instr-id="19" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="313" x2="335" y1="720" y2="731"/>
+                <content>1991</content>
+                <instruction instr-id="19" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="379" x2="401" y1="720" y2="731"/>
+                <content>1987</content>
+                <instruction instr-id="19" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="445" x2="467" y1="720" y2="731"/>
+                <content>1981</content>
+                <instruction instr-id="19" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="111" x2="143" y1="706" y2="717"/>
+                <content>Austria</content>
+                <instruction instr-id="63" subinstr-id="0"/>
+                <instruction instr-id="63" subinstr-id="2"/>
+                <instruction instr-id="63" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="253" x2="264" y1="706" y2="717"/>
+                <content>47</content>
+                <instruction instr-id="65" subinstr-id="0"/>
+                <instruction instr-id="65" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="111" x2="208" y1="693" y2="703"/>
+                <content>Belgium/Luxembourg</content>
+                <instruction instr-id="105" subinstr-id="0"/>
+                <instruction instr-id="105" subinstr-id="2"/>
+                <instruction instr-id="105" subinstr-id="4"/>
+                <instruction instr-id="105" subinstr-id="6"/>
+                <instruction instr-id="105" subinstr-id="8"/>
+                <instruction instr-id="105" subinstr-id="10"/>
+                <instruction instr-id="105" subinstr-id="12"/>
+                <instruction instr-id="105" subinstr-id="14"/>
+                <instruction instr-id="105" subinstr-id="16"/>
+                <instruction instr-id="105" subinstr-id="18"/>
+                <instruction instr-id="105" subinstr-id="20"/>
+                <instruction instr-id="105" subinstr-id="22"/>
+                <instruction instr-id="105" subinstr-id="24"/>
+                <instruction instr-id="105" subinstr-id="26"/>
+                <instruction instr-id="105" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="253" x2="264" y1="693" y2="703"/>
+                <content>35</content>
+                <instruction instr-id="105" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="317" x2="331" y1="693" y2="703"/>
+                <content>0.1</content>
+                <instruction instr-id="105" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="111" x2="151" y1="679" y2="690"/>
+                <content>Denmark</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+                <instruction instr-id="144" subinstr-id="2"/>
+                <instruction instr-id="144" subinstr-id="4"/>
+                <instruction instr-id="144" subinstr-id="6"/>
+                <instruction instr-id="144" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="253" x2="264" y1="679" y2="690"/>
+                <content>27</content>
+                <instruction instr-id="146" subinstr-id="0"/>
+                <instruction instr-id="146" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="317" x2="331" y1="679" y2="690"/>
+                <content>0.1</content>
+                <instruction instr-id="146" subinstr-id="4"/>
+                <instruction instr-id="146" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="111" x2="144" y1="665" y2="676"/>
+                <content>Finland</content>
+                <instruction instr-id="186" subinstr-id="0"/>
+                <instruction instr-id="186" subinstr-id="2"/>
+                <instruction instr-id="186" subinstr-id="4"/>
+                <instruction instr-id="186" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="253" x2="264" y1="665" y2="676"/>
+                <content>32</content>
+                <instruction instr-id="188" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="111" x2="141" y1="651" y2="662"/>
+                <content>France</content>
+                <instruction instr-id="227" subinstr-id="0"/>
+                <instruction instr-id="227" subinstr-id="2"/>
+                <instruction instr-id="227" subinstr-id="4"/>
+                <instruction instr-id="227" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="250" x2="267" y1="651" y2="662"/>
+                <content>200</content>
+                <instruction instr-id="229" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="319" x2="330" y1="651" y2="662"/>
+                <content>66</content>
+                <instruction instr-id="229" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="385" x2="396" y1="651" y2="662"/>
+                <content>16</content>
+                <instruction instr-id="231" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="111" x2="151" y1="638" y2="649"/>
+                <content>Germany</content>
+                <instruction instr-id="271" subinstr-id="0"/>
+                <instruction instr-id="271" subinstr-id="2"/>
+                <instruction instr-id="271" subinstr-id="4"/>
+                <instruction instr-id="271" subinstr-id="6"/>
+                <instruction instr-id="271" subinstr-id="8"/>
+                <instruction instr-id="271" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="250" x2="267" y1="638" y2="649"/>
+                <content>149</content>
+                <instruction instr-id="273" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="319" x2="330" y1="638" y2="649"/>
+                <content>73</content>
+                <instruction instr-id="273" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="385" x2="396" y1="638" y2="649"/>
+                <content>10</content>
+                <instruction instr-id="275" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="450" x2="463" y1="638" y2="649"/>
+                <content>0.2</content>
+                <instruction instr-id="275" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="111" x2="142" y1="624" y2="635"/>
+                <content>Greece</content>
+                <instruction instr-id="315" subinstr-id="0"/>
+                <instruction instr-id="315" subinstr-id="2"/>
+                <instruction instr-id="315" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="111" x2="142" y1="610" y2="621"/>
+                <content>Ireland</content>
+                <instruction instr-id="354" subinstr-id="0"/>
+                <instruction instr-id="354" subinstr-id="2"/>
+                <instruction instr-id="354" subinstr-id="4"/>
+                <instruction instr-id="354" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="256" x2="261" y1="610" y2="621"/>
+                <content>3</content>
+                <instruction instr-id="356" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="321" x2="327" y1="610" y2="621"/>
+                <content>1</content>
+                <instruction instr-id="358" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="383" x2="397" y1="610" y2="621"/>
+                <content>0.1</content>
+                <instruction instr-id="360" subinstr-id="0"/>
+                <instruction instr-id="360" subinstr-id="2"/>
+                <instruction instr-id="360" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="111" x2="131" y1="597" y2="608"/>
+                <content>Italy</content>
+                <instruction instr-id="400" subinstr-id="0"/>
+                <instruction instr-id="400" subinstr-id="2"/>
+                <instruction instr-id="400" subinstr-id="4"/>
+                <instruction instr-id="400" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="253" x2="264" y1="597" y2="608"/>
+                <content>68</content>
+                <instruction instr-id="402" subinstr-id="0"/>
+                <instruction instr-id="402" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="319" x2="330" y1="597" y2="608"/>
+                <content>37</content>
+                <instruction instr-id="404" subinstr-id="0"/>
+                <instruction instr-id="404" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="388" x2="393" y1="597" y2="608"/>
+                <content>5</content>
+                <instruction instr-id="406" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="450" x2="463" y1="597" y2="608"/>
+                <content>0.1</content>
+                <instruction instr-id="408" subinstr-id="0"/>
+                <instruction instr-id="408" subinstr-id="2"/>
+                <instruction instr-id="408" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="111" x2="164" y1="583" y2="594"/>
+                <content>Netherlands</content>
+                <instruction instr-id="448" subinstr-id="0"/>
+                <instruction instr-id="448" subinstr-id="2"/>
+                <instruction instr-id="448" subinstr-id="4"/>
+                <instruction instr-id="448" subinstr-id="6"/>
+                <instruction instr-id="448" subinstr-id="8"/>
+                <instruction instr-id="448" subinstr-id="10"/>
+                <instruction instr-id="448" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="253" x2="264" y1="583" y2="594"/>
+                <content>30</content>
+                <instruction instr-id="450" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="319" x2="330" y1="583" y2="594"/>
+                <content>11</content>
+                <instruction instr-id="452" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="388" x2="393" y1="583" y2="594"/>
+                <content>4</content>
+                <instruction instr-id="454" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="111" x2="148" y1="569" y2="580"/>
+                <content>Portugal</content>
+                <instruction instr-id="494" subinstr-id="0"/>
+                <instruction instr-id="494" subinstr-id="2"/>
+                <instruction instr-id="494" subinstr-id="4"/>
+                <instruction instr-id="494" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="253" x2="264" y1="569" y2="580"/>
+                <content>44</content>
+                <instruction instr-id="496" subinstr-id="0"/>
+                <instruction instr-id="496" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="321" x2="327" y1="569" y2="580"/>
+                <content>3</content>
+                <instruction instr-id="498" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="111" x2="136" y1="556" y2="567"/>
+                <content>Spain</content>
+                <instruction instr-id="538" subinstr-id="0"/>
+                <instruction instr-id="538" subinstr-id="2"/>
+                <instruction instr-id="538" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="250" x2="267" y1="556" y2="567"/>
+                <content>115</content>
+                <instruction instr-id="540" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="319" x2="330" y1="556" y2="567"/>
+                <content>50</content>
+                <instruction instr-id="540" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="388" x2="393" y1="556" y2="567"/>
+                <content>2</content>
+                <instruction instr-id="542" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="111" x2="145" y1="542" y2="553"/>
+                <content>Sweden</content>
+                <instruction instr-id="582" subinstr-id="0"/>
+                <instruction instr-id="582" subinstr-id="2"/>
+                <instruction instr-id="582" subinstr-id="4"/>
+                <instruction instr-id="582" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="253" x2="264" y1="542" y2="553"/>
+                <content>60</content>
+                <instruction instr-id="584" subinstr-id="0"/>
+                <instruction instr-id="584" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="111" x2="127" y1="528" y2="539"/>
+                <content>UK</content>
+                <instruction instr-id="624" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="250" x2="267" y1="528" y2="539"/>
+                <content>180</content>
+                <instruction instr-id="626" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="319" x2="330" y1="528" y2="539"/>
+                <content>60</content>
+                <instruction instr-id="626" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="388" x2="393" y1="528" y2="539"/>
+                <content>8</content>
+                <instruction instr-id="628" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="450" x2="463" y1="528" y2="539"/>
+                <content>0.1</content>
+                <instruction instr-id="630" subinstr-id="0"/>
+                <instruction instr-id="630" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="111" x2="151" y1="515" y2="526"/>
+                <content>EU Total</content>
+                <instruction instr-id="669" subinstr-id="0"/>
+                <instruction instr-id="669" subinstr-id="2"/>
+                <instruction instr-id="669" subinstr-id="4"/>
+                <instruction instr-id="669" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="250" x2="267" y1="515" y2="526"/>
+                <content>990</content>
+                <instruction instr-id="671" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="10">
+        <region col-increment="0" id="2" page="11" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="148" x2="169" y1="643" y2="654"/>
+                <content>1997</content>
+                <instruction instr-id="33" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="196" x2="224" y1="643" y2="654"/>
+                <content>1995*</content>
+                <instruction instr-id="33" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="237" x2="264" y1="643" y2="654"/>
+                <content>1992*</content>
+                <instruction instr-id="33" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="283" x2="316" y1="643" y2="654"/>
+                <content>1990**</content>
+                <instruction instr-id="33" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="326" x2="359" y1="643" y2="654"/>
+                <content>1980**</content>
+                <instruction instr-id="33" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="0">
+                <bounding-box x1="364" x2="496" y1="643" y2="654"/>
+                <content>By leading retailers (1993/4)</content>
+                <instruction instr-id="33" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="71" x2="86" y1="629" y2="640"/>
+                <content>UK</content>
+                <instruction instr-id="102" subinstr-id="0"/>
+                <instruction instr-id="102" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="149" x2="168" y1="629" y2="640"/>
+                <content>42.3</content>
+                <instruction instr-id="104" subinstr-id="0"/>
+                <instruction instr-id="104" subinstr-id="2"/>
+                <instruction instr-id="104" subinstr-id="4"/>
+                <instruction instr-id="104" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="205" x2="216" y1="629" y2="640"/>
+                <content>29</content>
+                <instruction instr-id="104" subinstr-id="8"/>
+                <instruction instr-id="104" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="245" x2="256" y1="629" y2="640"/>
+                <content>25</content>
+                <instruction instr-id="104" subinstr-id="12"/>
+                <instruction instr-id="104" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="295" x2="306" y1="629" y2="640"/>
+                <content>31</content>
+                <instruction instr-id="104" subinstr-id="16"/>
+                <instruction instr-id="104" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="337" x2="348" y1="629" y2="640"/>
+                <content>22</content>
+                <instruction instr-id="104" subinstr-id="20"/>
+                <instruction instr-id="104" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="365" x2="511" y1="616" y2="640"/>
+                <content>Sainsbury 55; Tesco 46; Safeway
+38; Asda 32.</content>
+                <instruction instr-id="104" subinstr-id="24"/>
+                <instruction instr-id="104" subinstr-id="26"/>
+                <instruction instr-id="104" subinstr-id="28"/>
+                <instruction instr-id="104" subinstr-id="30"/>
+                <instruction instr-id="104" subinstr-id="32"/>
+                <instruction instr-id="104" subinstr-id="34"/>
+                <instruction instr-id="104" subinstr-id="36"/>
+                <instruction instr-id="104" subinstr-id="38"/>
+                <instruction instr-id="104" subinstr-id="40"/>
+                <instruction instr-id="104" subinstr-id="42"/>
+                <instruction instr-id="104" subinstr-id="44"/>
+                <instruction instr-id="104" subinstr-id="46"/>
+                <instruction instr-id="104" subinstr-id="48"/>
+                <instruction instr-id="104" subinstr-id="50"/>
+                <instruction instr-id="104" subinstr-id="52"/>
+                <instruction instr-id="108" subinstr-id="0"/>
+                <instruction instr-id="108" subinstr-id="2"/>
+                <instruction instr-id="108" subinstr-id="4"/>
+                <instruction instr-id="108" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="71" x2="129" y1="603" y2="614"/>
+                <content>Belgium/Lux</content>
+                <instruction instr-id="176" subinstr-id="0"/>
+                <instruction instr-id="176" subinstr-id="2"/>
+                <instruction instr-id="176" subinstr-id="4"/>
+                <instruction instr-id="176" subinstr-id="6"/>
+                <instruction instr-id="176" subinstr-id="8"/>
+                <instruction instr-id="176" subinstr-id="10"/>
+                <instruction instr-id="176" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="149" x2="168" y1="603" y2="614"/>
+                <content>24.9</content>
+                <instruction instr-id="176" subinstr-id="14"/>
+                <instruction instr-id="176" subinstr-id="16"/>
+                <instruction instr-id="176" subinstr-id="18"/>
+                <instruction instr-id="176" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="205" x2="216" y1="603" y2="614"/>
+                <content>22</content>
+                <instruction instr-id="176" subinstr-id="22"/>
+                <instruction instr-id="176" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="245" x2="256" y1="603" y2="614"/>
+                <content>16</content>
+                <instruction instr-id="176" subinstr-id="26"/>
+                <instruction instr-id="176" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="71" x2="123" y1="589" y2="600"/>
+                <content>Netherlands</content>
+                <instruction instr-id="240" subinstr-id="0"/>
+                <instruction instr-id="240" subinstr-id="2"/>
+                <instruction instr-id="240" subinstr-id="4"/>
+                <instruction instr-id="240" subinstr-id="6"/>
+                <instruction instr-id="240" subinstr-id="8"/>
+                <instruction instr-id="240" subinstr-id="10"/>
+                <instruction instr-id="240" subinstr-id="12"/>
+                <instruction instr-id="240" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="149" x2="168" y1="589" y2="600"/>
+                <content>19.1</content>
+                <instruction instr-id="240" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="205" x2="216" y1="589" y2="600"/>
+                <content>16</content>
+                <instruction instr-id="240" subinstr-id="18"/>
+                <instruction instr-id="240" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="245" x2="256" y1="589" y2="600"/>
+                <content>16</content>
+                <instruction instr-id="240" subinstr-id="22"/>
+                <instruction instr-id="240" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="71" x2="100" y1="575" y2="586"/>
+                <content>France</content>
+                <instruction instr-id="303" subinstr-id="0"/>
+                <instruction instr-id="303" subinstr-id="2"/>
+                <instruction instr-id="303" subinstr-id="4"/>
+                <instruction instr-id="303" subinstr-id="6"/>
+                <instruction instr-id="303" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="149" x2="168" y1="575" y2="586"/>
+                <content>18.2</content>
+                <instruction instr-id="303" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="205" x2="216" y1="575" y2="586"/>
+                <content>16</content>
+                <instruction instr-id="303" subinstr-id="12"/>
+                <instruction instr-id="303" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="245" x2="256" y1="575" y2="586"/>
+                <content>16</content>
+                <instruction instr-id="303" subinstr-id="16"/>
+                <instruction instr-id="303" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="295" x2="306" y1="575" y2="586"/>
+                <content>20</content>
+                <instruction instr-id="303" subinstr-id="20"/>
+                <instruction instr-id="303" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="337" x2="348" y1="575" y2="586"/>
+                <content>11</content>
+                <instruction instr-id="303" subinstr-id="24"/>
+                <instruction instr-id="303" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col='6' start-row="4">
+                <bounding-box x1="365" x2="496" y1="550" y2="586"/>
+                <content>Monoprix 28; Casino 25;
+Intermarche 23; Carrefour 22;
+Auchan 19; Leclerc 10</content>
+                <instruction instr-id="303" subinstr-id="28"/>
+                <instruction instr-id="303" subinstr-id="30"/>
+                <instruction instr-id="303" subinstr-id="32"/>
+                <instruction instr-id="303" subinstr-id="34"/>
+                <instruction instr-id="303" subinstr-id="36"/>
+                <instruction instr-id="303" subinstr-id="38"/>
+                <instruction instr-id="303" subinstr-id="40"/>
+                <instruction instr-id="303" subinstr-id="42"/>
+                <instruction instr-id="303" subinstr-id="44"/>
+                <instruction instr-id="303" subinstr-id="46"/>
+                <instruction instr-id="303" subinstr-id="48"/>
+                <instruction instr-id="303" subinstr-id="50"/>
+                <instruction instr-id="303" subinstr-id="52"/>
+                <instruction instr-id="303" subinstr-id="54"/>
+                <instruction instr-id="307" subinstr-id="0"/>
+                <instruction instr-id="307" subinstr-id="2"/>
+                <instruction instr-id="307" subinstr-id="4"/>
+                <instruction instr-id="307" subinstr-id="6"/>
+                <instruction instr-id="307" subinstr-id="8"/>
+                <instruction instr-id="307" subinstr-id="10"/>
+                <instruction instr-id="307" subinstr-id="12"/>
+                <instruction instr-id="307" subinstr-id="14"/>
+                <instruction instr-id="307" subinstr-id="16"/>
+                <instruction instr-id="307" subinstr-id="18"/>
+                <instruction instr-id="307" subinstr-id="20"/>
+                <instruction instr-id="307" subinstr-id="22"/>
+                <instruction instr-id="307" subinstr-id="24"/>
+                <instruction instr-id="311" subinstr-id="0"/>
+                <instruction instr-id="311" subinstr-id="2"/>
+                <instruction instr-id="311" subinstr-id="4"/>
+                <instruction instr-id="311" subinstr-id="6"/>
+                <instruction instr-id="311" subinstr-id="8"/>
+                <instruction instr-id="311" subinstr-id="10"/>
+                <instruction instr-id="311" subinstr-id="12"/>
+                <instruction instr-id="311" subinstr-id="14"/>
+                <instruction instr-id="311" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="71" x2="111" y1="536" y2="547"/>
+                <content>Denmark</content>
+                <instruction instr-id="375" subinstr-id="0"/>
+                <instruction instr-id="375" subinstr-id="2"/>
+                <instruction instr-id="375" subinstr-id="4"/>
+                <instruction instr-id="375" subinstr-id="6"/>
+                <instruction instr-id="375" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="205" x2="216" y1="536" y2="547"/>
+                <content>13</content>
+                <instruction instr-id="377" subinstr-id="0"/>
+                <instruction instr-id="377" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="71" x2="111" y1="522" y2="533"/>
+                <content>Germany</content>
+                <instruction instr-id="441" subinstr-id="0"/>
+                <instruction instr-id="441" subinstr-id="2"/>
+                <instruction instr-id="441" subinstr-id="4"/>
+                <instruction instr-id="441" subinstr-id="6"/>
+                <instruction instr-id="441" subinstr-id="8"/>
+                <instruction instr-id="441" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="149" x2="168" y1="522" y2="533"/>
+                <content>12.6</content>
+                <instruction instr-id="441" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="205" x2="216" y1="522" y2="533"/>
+                <content>11</content>
+                <instruction instr-id="441" subinstr-id="14"/>
+                <instruction instr-id="441" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="248" x2="253" y1="522" y2="533"/>
+                <content>6</content>
+                <instruction instr-id="441" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="295" x2="306" y1="522" y2="533"/>
+                <content>24</content>
+                <instruction instr-id="441" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="337" x2="348" y1="522" y2="533"/>
+                <content>15</content>
+                <instruction instr-id="441" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="365" x2="521" y1="522" y2="533"/>
+                <content>Aldi 90; Metro 33; Tengelmann 18.</content>
+                <instruction instr-id="441" subinstr-id="24"/>
+                <instruction instr-id="441" subinstr-id="26"/>
+                <instruction instr-id="441" subinstr-id="28"/>
+                <instruction instr-id="441" subinstr-id="30"/>
+                <instruction instr-id="441" subinstr-id="32"/>
+                <instruction instr-id="441" subinstr-id="34"/>
+                <instruction instr-id="441" subinstr-id="36"/>
+                <instruction instr-id="441" subinstr-id="38"/>
+                <instruction instr-id="441" subinstr-id="40"/>
+                <instruction instr-id="441" subinstr-id="42"/>
+                <instruction instr-id="441" subinstr-id="44"/>
+                <instruction instr-id="441" subinstr-id="46"/>
+                <instruction instr-id="441" subinstr-id="48"/>
+                <instruction instr-id="441" subinstr-id="50"/>
+                <instruction instr-id="441" subinstr-id="52"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="71" x2="95" y1="509" y2="519"/>
+                <content>Spain</content>
+                <instruction instr-id="505" subinstr-id="0"/>
+                <instruction instr-id="505" subinstr-id="2"/>
+                <instruction instr-id="505" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="205" x2="216" y1="509" y2="519"/>
+                <content>10</content>
+                <instruction instr-id="507" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="248" x2="253" y1="509" y2="519"/>
+                <content>8</content>
+                <instruction instr-id="507" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="298" x2="303" y1="509" y2="519"/>
+                <content>9</content>
+                <instruction instr-id="507" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="340" x2="346" y1="509" y2="519"/>
+                <content>2</content>
+                <instruction instr-id="507" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="365" x2="510" y1="506" y2="517"/>
+                <content>Eroski 24; Pryca 20; Alcampo 15</content>
+                <instruction instr-id="510" subinstr-id="0"/>
+                <instruction instr-id="510" subinstr-id="2"/>
+                <instruction instr-id="510" subinstr-id="4"/>
+                <instruction instr-id="510" subinstr-id="6"/>
+                <instruction instr-id="510" subinstr-id="8"/>
+                <instruction instr-id="510" subinstr-id="10"/>
+                <instruction instr-id="510" subinstr-id="12"/>
+                <instruction instr-id="510" subinstr-id="14"/>
+                <instruction instr-id="510" subinstr-id="16"/>
+                <instruction instr-id="510" subinstr-id="18"/>
+                <instruction instr-id="510" subinstr-id="20"/>
+                <instruction instr-id="510" subinstr-id="22"/>
+                <instruction instr-id="510" subinstr-id="24"/>
+                <instruction instr-id="510" subinstr-id="26"/>
+                <instruction instr-id="510" subinstr-id="28"/>
+                <instruction instr-id="510" subinstr-id="30"/>
+                <instruction instr-id="510" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="71" x2="107" y1="492" y2="503"/>
+                <content>Portugal</content>
+                <instruction instr-id="574" subinstr-id="0"/>
+                <instruction instr-id="574" subinstr-id="2"/>
+                <instruction instr-id="574" subinstr-id="4"/>
+                <instruction instr-id="574" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="208" x2="213" y1="492" y2="503"/>
+                <content>9</content>
+                <instruction instr-id="576" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="71" x2="103" y1="479" y2="489"/>
+                <content>Austria</content>
+                <instruction instr-id="640" subinstr-id="0"/>
+                <instruction instr-id="640" subinstr-id="2"/>
+                <instruction instr-id="640" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="208" x2="213" y1="479" y2="489"/>
+                <content>9</content>
+                <instruction instr-id="642" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="71" x2="104" y1="465" y2="476"/>
+                <content>Finland</content>
+                <instruction instr-id="706" subinstr-id="0"/>
+                <instruction instr-id="706" subinstr-id="2"/>
+                <instruction instr-id="706" subinstr-id="4"/>
+                <instruction instr-id="706" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="208" x2="213" y1="465" y2="476"/>
+                <content>8</content>
+                <instruction instr-id="708" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="248" x2="253" y1="465" y2="476"/>
+                <content>8</content>
+                <instruction instr-id="708" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="71" x2="105" y1="451" y2="462"/>
+                <content>Sweden</content>
+                <instruction instr-id="772" subinstr-id="0"/>
+                <instruction instr-id="772" subinstr-id="2"/>
+                <instruction instr-id="772" subinstr-id="4"/>
+                <instruction instr-id="772" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="208" x2="213" y1="451" y2="462"/>
+                <content>8</content>
+                <instruction instr-id="774" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="248" x2="253" y1="451" y2="462"/>
+                <content>8</content>
+                <instruction instr-id="774" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="71" x2="90" y1="438" y2="448"/>
+                <content>Italy</content>
+                <instruction instr-id="838" subinstr-id="0"/>
+                <instruction instr-id="838" subinstr-id="2"/>
+                <instruction instr-id="838" subinstr-id="4"/>
+                <instruction instr-id="838" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="208" x2="213" y1="438" y2="448"/>
+                <content>6</content>
+                <instruction instr-id="840" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="248" x2="253" y1="438" y2="448"/>
+                <content>4</content>
+                <instruction instr-id="840" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="71" x2="101" y1="424" y2="435"/>
+                <content>Greece</content>
+                <instruction instr-id="904" subinstr-id="0"/>
+                <instruction instr-id="904" subinstr-id="2"/>
+                <instruction instr-id="904" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="208" x2="213" y1="424" y2="435"/>
+                <content>3</content>
+                <instruction instr-id="906" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="11">
+        <region col-increment="0" id="2" page="12" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="287" x2="369" y1="532" y2="543"/>
+                <content>Country of origin</content>
+                <instruction instr-id="60" subinstr-id="0"/>
+                <instruction instr-id="60" subinstr-id="2"/>
+                <instruction instr-id="60" subinstr-id="4"/>
+                <instruction instr-id="60" subinstr-id="6"/>
+                <instruction instr-id="60" subinstr-id="8"/>
+                <instruction instr-id="60" subinstr-id="10"/>
+                <instruction instr-id="60" subinstr-id="12"/>
+                <instruction instr-id="60" subinstr-id="14"/>
+                <instruction instr-id="60" subinstr-id="16"/>
+                <instruction instr-id="60" subinstr-id="18"/>
+                <instruction instr-id="60" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="409" x2="477" y1="532" y2="543"/>
+                <content>Sales (bn ecus)</content>
+                <instruction instr-id="60" subinstr-id="22"/>
+                <instruction instr-id="60" subinstr-id="24"/>
+                <instruction instr-id="60" subinstr-id="26"/>
+                <instruction instr-id="60" subinstr-id="28"/>
+                <instruction instr-id="60" subinstr-id="30"/>
+                <instruction instr-id="60" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="105" x2="132" y1="518" y2="529"/>
+                <content>Nestle</content>
+                <instruction instr-id="92" subinstr-id="0"/>
+                <instruction instr-id="92" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="280" x2="332" y1="518" y2="529"/>
+                <content>Switzerland</content>
+                <instruction instr-id="94" subinstr-id="0"/>
+                <instruction instr-id="94" subinstr-id="2"/>
+                <instruction instr-id="94" subinstr-id="4"/>
+                <instruction instr-id="94" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="433" x2="453" y1="518" y2="529"/>
+                <content>38.2</content>
+                <instruction instr-id="96" subinstr-id="0"/>
+                <instruction instr-id="96" subinstr-id="2"/>
+                <instruction instr-id="96" subinstr-id="4"/>
+                <instruction instr-id="96" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="105" x2="231" y1="505" y2="516"/>
+                <content>Food Ingredients Specialities</content>
+                <instruction instr-id="124" subinstr-id="0"/>
+                <instruction instr-id="124" subinstr-id="2"/>
+                <instruction instr-id="124" subinstr-id="4"/>
+                <instruction instr-id="124" subinstr-id="6"/>
+                <instruction instr-id="124" subinstr-id="8"/>
+                <instruction instr-id="124" subinstr-id="10"/>
+                <instruction instr-id="124" subinstr-id="12"/>
+                <instruction instr-id="124" subinstr-id="14"/>
+                <instruction instr-id="124" subinstr-id="16"/>
+                <instruction instr-id="124" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="280" x2="332" y1="505" y2="516"/>
+                <content>Switzerland</content>
+                <instruction instr-id="124" subinstr-id="20"/>
+                <instruction instr-id="124" subinstr-id="22"/>
+                <instruction instr-id="124" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="433" x2="453" y1="505" y2="516"/>
+                <content>38.1</content>
+                <instruction instr-id="126" subinstr-id="0"/>
+                <instruction instr-id="126" subinstr-id="2"/>
+                <instruction instr-id="126" subinstr-id="4"/>
+                <instruction instr-id="126" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="105" x2="129" y1="491" y2="502"/>
+                <content>Rewe</content>
+                <instruction instr-id="154" subinstr-id="0"/>
+                <instruction instr-id="154" subinstr-id="2"/>
+                <instruction instr-id="154" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="280" x2="321" y1="491" y2="502"/>
+                <content>Germany</content>
+                <instruction instr-id="156" subinstr-id="0"/>
+                <instruction instr-id="156" subinstr-id="2"/>
+                <instruction instr-id="156" subinstr-id="4"/>
+                <instruction instr-id="156" subinstr-id="6"/>
+                <instruction instr-id="156" subinstr-id="8"/>
+                <instruction instr-id="156" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="433" x2="453" y1="491" y2="502"/>
+                <content>14.6</content>
+                <instruction instr-id="158" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="105" x2="179" y1="477" y2="488"/>
+                <content>Sandoz Nutrition</content>
+                <instruction instr-id="186" subinstr-id="0"/>
+                <instruction instr-id="186" subinstr-id="2"/>
+                <instruction instr-id="186" subinstr-id="4"/>
+                <instruction instr-id="186" subinstr-id="6"/>
+                <instruction instr-id="186" subinstr-id="8"/>
+                <instruction instr-id="186" subinstr-id="10"/>
+                <instruction instr-id="186" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="280" x2="332" y1="477" y2="488"/>
+                <content>Switzerland</content>
+                <instruction instr-id="188" subinstr-id="0"/>
+                <instruction instr-id="188" subinstr-id="2"/>
+                <instruction instr-id="188" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="433" x2="453" y1="477" y2="488"/>
+                <content>10.7</content>
+                <instruction instr-id="190" subinstr-id="0"/>
+                <instruction instr-id="190" subinstr-id="2"/>
+                <instruction instr-id="190" subinstr-id="4"/>
+                <instruction instr-id="190" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="105" x2="225" y1="464" y2="475"/>
+                <content>Casino Guichard Perrachon</content>
+                <instruction instr-id="217" subinstr-id="0"/>
+                <instruction instr-id="217" subinstr-id="2"/>
+                <instruction instr-id="217" subinstr-id="4"/>
+                <instruction instr-id="217" subinstr-id="6"/>
+                <instruction instr-id="217" subinstr-id="8"/>
+                <instruction instr-id="217" subinstr-id="10"/>
+                <instruction instr-id="217" subinstr-id="12"/>
+                <instruction instr-id="217" subinstr-id="14"/>
+                <instruction instr-id="217" subinstr-id="16"/>
+                <instruction instr-id="217" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="280" x2="310" y1="464" y2="475"/>
+                <content>France</content>
+                <instruction instr-id="219" subinstr-id="0"/>
+                <instruction instr-id="219" subinstr-id="2"/>
+                <instruction instr-id="219" subinstr-id="4"/>
+                <instruction instr-id="219" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="436" x2="450" y1="464" y2="475"/>
+                <content>9.5</content>
+                <instruction instr-id="221" subinstr-id="0"/>
+                <instruction instr-id="221" subinstr-id="2"/>
+                <instruction instr-id="221" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="105" x2="159" y1="450" y2="461"/>
+                <content>Coop Valais</content>
+                <instruction instr-id="248" subinstr-id="0"/>
+                <instruction instr-id="248" subinstr-id="2"/>
+                <instruction instr-id="248" subinstr-id="4"/>
+                <instruction instr-id="248" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="280" x2="332" y1="450" y2="461"/>
+                <content>Switzerland</content>
+                <instruction instr-id="250" subinstr-id="0"/>
+                <instruction instr-id="250" subinstr-id="2"/>
+                <instruction instr-id="250" subinstr-id="4"/>
+                <instruction instr-id="250" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="436" x2="450" y1="450" y2="461"/>
+                <content>7.3</content>
+                <instruction instr-id="252" subinstr-id="0"/>
+                <instruction instr-id="252" subinstr-id="2"/>
+                <instruction instr-id="252" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="105" x2="163" y1="436" y2="447"/>
+                <content>Spar Handels</content>
+                <instruction instr-id="281" subinstr-id="0"/>
+                <instruction instr-id="281" subinstr-id="2"/>
+                <instruction instr-id="281" subinstr-id="4"/>
+                <instruction instr-id="281" subinstr-id="6"/>
+                <instruction instr-id="281" subinstr-id="8"/>
+                <instruction instr-id="281" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="280" x2="321" y1="436" y2="447"/>
+                <content>Germany</content>
+                <instruction instr-id="283" subinstr-id="0"/>
+                <instruction instr-id="283" subinstr-id="2"/>
+                <instruction instr-id="283" subinstr-id="4"/>
+                <instruction instr-id="283" subinstr-id="6"/>
+                <instruction instr-id="283" subinstr-id="8"/>
+                <instruction instr-id="283" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="436" x2="450" y1="436" y2="447"/>
+                <content>6.9</content>
+                <instruction instr-id="285" subinstr-id="0"/>
+                <instruction instr-id="285" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="105" x2="132" y1="423" y2="434"/>
+                <content>Edeka</content>
+                <instruction instr-id="313" subinstr-id="0"/>
+                <instruction instr-id="313" subinstr-id="2"/>
+                <instruction instr-id="313" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="280" x2="321" y1="423" y2="434"/>
+                <content>Germany</content>
+                <instruction instr-id="315" subinstr-id="0"/>
+                <instruction instr-id="315" subinstr-id="2"/>
+                <instruction instr-id="315" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="436" x2="450" y1="423" y2="434"/>
+                <content>6.3</content>
+                <instruction instr-id="317" subinstr-id="0"/>
+                <instruction instr-id="317" subinstr-id="2"/>
+                <instruction instr-id="317" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="105" x2="240" y1="409" y2="420"/>
+                <content>Faellesforenigen for Danmarks</content>
+                <instruction instr-id="346" subinstr-id="0"/>
+                <instruction instr-id="346" subinstr-id="2"/>
+                <instruction instr-id="346" subinstr-id="4"/>
+                <instruction instr-id="346" subinstr-id="6"/>
+                <instruction instr-id="346" subinstr-id="8"/>
+                <instruction instr-id="346" subinstr-id="10"/>
+                <instruction instr-id="346" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="280" x2="321" y1="409" y2="420"/>
+                <content>Denmark</content>
+                <instruction instr-id="346" subinstr-id="14"/>
+                <instruction instr-id="346" subinstr-id="16"/>
+                <instruction instr-id="346" subinstr-id="18"/>
+                <instruction instr-id="346" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="436" x2="450" y1="409" y2="420"/>
+                <content>3.0</content>
+                <instruction instr-id="348" subinstr-id="0"/>
+                <instruction instr-id="348" subinstr-id="2"/>
+                <instruction instr-id="348" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="105" x2="177" y1="395" y2="406"/>
+                <content>Booker Belmont</content>
+                <instruction instr-id="377" subinstr-id="0"/>
+                <instruction instr-id="377" subinstr-id="2"/>
+                <instruction instr-id="377" subinstr-id="4"/>
+                <instruction instr-id="377" subinstr-id="6"/>
+                <instruction instr-id="377" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="280" x2="296" y1="395" y2="406"/>
+                <content>UK</content>
+                <instruction instr-id="379" subinstr-id="0"/>
+                <instruction instr-id="379" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="436" x2="450" y1="395" y2="406"/>
+                <content>2.9</content>
+                <instruction instr-id="381" subinstr-id="0"/>
+                <instruction instr-id="381" subinstr-id="2"/>
+                <instruction instr-id="381" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="105" x2="136" y1="382" y2="393"/>
+                <content>SEITA</content>
+                <instruction instr-id="409" subinstr-id="0"/>
+                <instruction instr-id="409" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="280" x2="310" y1="382" y2="393"/>
+                <content>France</content>
+                <instruction instr-id="411" subinstr-id="0"/>
+                <instruction instr-id="411" subinstr-id="2"/>
+                <instruction instr-id="411" subinstr-id="4"/>
+                <instruction instr-id="411" subinstr-id="6"/>
+                <instruction instr-id="411" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="436" x2="450" y1="382" y2="393"/>
+                <content>2.4</content>
+                <instruction instr-id="413" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="105" x2="186" y1="368" y2="379"/>
+                <content>Nurdin &amp; Peacock</content>
+                <instruction instr-id="441" subinstr-id="0"/>
+                <instruction instr-id="441" subinstr-id="2"/>
+                <instruction instr-id="441" subinstr-id="4"/>
+                <instruction instr-id="441" subinstr-id="6"/>
+                <instruction instr-id="441" subinstr-id="8"/>
+                <instruction instr-id="441" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="280" x2="296" y1="368" y2="379"/>
+                <content>UK</content>
+                <instruction instr-id="443" subinstr-id="0"/>
+                <instruction instr-id="443" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="436" x2="450" y1="368" y2="379"/>
+                <content>2.0</content>
+                <instruction instr-id="445" subinstr-id="0"/>
+                <instruction instr-id="445" subinstr-id="2"/>
+                <instruction instr-id="445" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="105" x2="137" y1="354" y2="365"/>
+                <content>Merkur</content>
+                <instruction instr-id="473" subinstr-id="0"/>
+                <instruction instr-id="473" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="280" x2="332" y1="354" y2="365"/>
+                <content>Switzerland</content>
+                <instruction instr-id="475" subinstr-id="0"/>
+                <instruction instr-id="475" subinstr-id="2"/>
+                <instruction instr-id="475" subinstr-id="4"/>
+                <instruction instr-id="475" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="436" x2="450" y1="354" y2="365"/>
+                <content>2.0</content>
+                <instruction instr-id="477" subinstr-id="0"/>
+                <instruction instr-id="477" subinstr-id="2"/>
+                <instruction instr-id="477" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="105" x2="146" y1="341" y2="351"/>
+                <content>Ramsvita</content>
+                <instruction instr-id="504" subinstr-id="0"/>
+                <instruction instr-id="504" subinstr-id="2"/>
+                <instruction instr-id="504" subinstr-id="4"/>
+                <instruction instr-id="504" subinstr-id="6"/>
+                <instruction instr-id="504" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="280" x2="332" y1="341" y2="351"/>
+                <content>Switzerland</content>
+                <instruction instr-id="506" subinstr-id="0"/>
+                <instruction instr-id="506" subinstr-id="2"/>
+                <instruction instr-id="506" subinstr-id="4"/>
+                <instruction instr-id="506" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="436" x2="450" y1="341" y2="351"/>
+                <content>2.0</content>
+                <instruction instr-id="508" subinstr-id="0"/>
+                <instruction instr-id="508" subinstr-id="2"/>
+                <instruction instr-id="508" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="105" x2="159" y1="327" y2="338"/>
+                <content>Tengelmann</content>
+                <instruction instr-id="536" subinstr-id="0"/>
+                <instruction instr-id="536" subinstr-id="2"/>
+                <instruction instr-id="536" subinstr-id="4"/>
+                <instruction instr-id="536" subinstr-id="6"/>
+                <instruction instr-id="536" subinstr-id="8"/>
+                <instruction instr-id="536" subinstr-id="10"/>
+                <instruction instr-id="536" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="280" x2="321" y1="327" y2="338"/>
+                <content>Germany</content>
+                <instruction instr-id="538" subinstr-id="0"/>
+                <instruction instr-id="538" subinstr-id="2"/>
+                <instruction instr-id="538" subinstr-id="4"/>
+                <instruction instr-id="538" subinstr-id="6"/>
+                <instruction instr-id="538" subinstr-id="8"/>
+                <instruction instr-id="538" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="436" x2="450" y1="327" y2="338"/>
+                <content>1.8</content>
+                <instruction instr-id="540" subinstr-id="0"/>
+                <instruction instr-id="540" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="105" x2="166" y1="313" y2="324"/>
+                <content>Hofer &amp; Curti</content>
+                <instruction instr-id="569" subinstr-id="0"/>
+                <instruction instr-id="569" subinstr-id="2"/>
+                <instruction instr-id="569" subinstr-id="4"/>
+                <instruction instr-id="569" subinstr-id="6"/>
+                <instruction instr-id="569" subinstr-id="8"/>
+                <instruction instr-id="569" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="280" x2="332" y1="313" y2="324"/>
+                <content>Switzerland</content>
+                <instruction instr-id="571" subinstr-id="0"/>
+                <instruction instr-id="571" subinstr-id="2"/>
+                <instruction instr-id="571" subinstr-id="4"/>
+                <instruction instr-id="571" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="436" x2="450" y1="313" y2="324"/>
+                <content>1.7</content>
+                <instruction instr-id="573" subinstr-id="0"/>
+                <instruction instr-id="573" subinstr-id="2"/>
+                <instruction instr-id="573" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="105" x2="254" y1="300" y2="310"/>
+                <content>Systeme U Centre Regional Ouest</content>
+                <instruction instr-id="602" subinstr-id="0"/>
+                <instruction instr-id="602" subinstr-id="2"/>
+                <instruction instr-id="602" subinstr-id="4"/>
+                <instruction instr-id="602" subinstr-id="6"/>
+                <instruction instr-id="602" subinstr-id="8"/>
+                <instruction instr-id="602" subinstr-id="10"/>
+                <instruction instr-id="602" subinstr-id="12"/>
+                <instruction instr-id="602" subinstr-id="14"/>
+                <instruction instr-id="602" subinstr-id="16"/>
+                <instruction instr-id="602" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="280" x2="310" y1="300" y2="310"/>
+                <content>France</content>
+                <instruction instr-id="602" subinstr-id="20"/>
+                <instruction instr-id="602" subinstr-id="22"/>
+                <instruction instr-id="602" subinstr-id="24"/>
+                <instruction instr-id="602" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="436" x2="450" y1="300" y2="310"/>
+                <content>1.6</content>
+                <instruction instr-id="604" subinstr-id="0"/>
+                <instruction instr-id="604" subinstr-id="2"/>
+                <instruction instr-id="604" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="105" x2="151" y1="286" y2="297"/>
+                <content>Schuitema</content>
+                <instruction instr-id="632" subinstr-id="0"/>
+                <instruction instr-id="632" subinstr-id="2"/>
+                <instruction instr-id="632" subinstr-id="4"/>
+                <instruction instr-id="632" subinstr-id="6"/>
+                <instruction instr-id="632" subinstr-id="8"/>
+                <instruction instr-id="632" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="280" x2="333" y1="286" y2="297"/>
+                <content>Netherlands</content>
+                <instruction instr-id="634" subinstr-id="0"/>
+                <instruction instr-id="634" subinstr-id="2"/>
+                <instruction instr-id="634" subinstr-id="4"/>
+                <instruction instr-id="634" subinstr-id="6"/>
+                <instruction instr-id="634" subinstr-id="8"/>
+                <instruction instr-id="634" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="436" x2="450" y1="286" y2="297"/>
+                <content>1.4</content>
+                <instruction instr-id="636" subinstr-id="0"/>
+                <instruction instr-id="636" subinstr-id="2"/>
+                <instruction instr-id="636" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="105" x2="202" y1="272" y2="283"/>
+                <content>Skandinavisk Holding</content>
+                <instruction instr-id="665" subinstr-id="0"/>
+                <instruction instr-id="665" subinstr-id="2"/>
+                <instruction instr-id="665" subinstr-id="4"/>
+                <instruction instr-id="665" subinstr-id="6"/>
+                <instruction instr-id="665" subinstr-id="8"/>
+                <instruction instr-id="665" subinstr-id="10"/>
+                <instruction instr-id="665" subinstr-id="12"/>
+                <instruction instr-id="665" subinstr-id="14"/>
+                <instruction instr-id="665" subinstr-id="16"/>
+                <instruction instr-id="665" subinstr-id="18"/>
+                <instruction instr-id="665" subinstr-id="20"/>
+                <instruction instr-id="665" subinstr-id="22"/>
+                <instruction instr-id="665" subinstr-id="24"/>
+                <instruction instr-id="665" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="280" x2="321" y1="272" y2="283"/>
+                <content>Denmark</content>
+                <instruction instr-id="667" subinstr-id="0"/>
+                <instruction instr-id="667" subinstr-id="2"/>
+                <instruction instr-id="667" subinstr-id="4"/>
+                <instruction instr-id="667" subinstr-id="6"/>
+                <instruction instr-id="667" subinstr-id="8"/>
+                <instruction instr-id="667" subinstr-id="10"/>
+                <instruction instr-id="667" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="436" x2="450" y1="272" y2="283"/>
+                <content>1.3</content>
+                <instruction instr-id="669" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="105" x2="132" y1="258" y2="269"/>
+                <content>Fyffes</content>
+                <instruction instr-id="697" subinstr-id="0"/>
+                <instruction instr-id="697" subinstr-id="2"/>
+                <instruction instr-id="697" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="280" x2="311" y1="258" y2="269"/>
+                <content>Ireland</content>
+                <instruction instr-id="699" subinstr-id="0"/>
+                <instruction instr-id="699" subinstr-id="2"/>
+                <instruction instr-id="699" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="436" x2="450" y1="258" y2="269"/>
+                <content>1.1</content>
+                <instruction instr-id="701" subinstr-id="0"/>
+                <instruction instr-id="701" subinstr-id="2"/>
+                <instruction instr-id="701" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="12">
+        <region col-increment="0" id="1" page="14" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="194" x2="248" y1="707" y2="743"/>
+                <content>World food
+sales
+($US bn)</content>
+                <instruction instr-id="14" subinstr-id="0"/>
+                <instruction instr-id="14" subinstr-id="2"/>
+                <instruction instr-id="14" subinstr-id="4"/>
+                <instruction instr-id="14" subinstr-id="6"/>
+                <instruction instr-id="17" subinstr-id="0"/>
+                <instruction instr-id="17" subinstr-id="2"/>
+                <instruction instr-id="20" subinstr-id="0"/>
+                <instruction instr-id="20" subinstr-id="2"/>
+                <instruction instr-id="20" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="263" x2="366" y1="707" y2="743"/>
+                <content>Total sales in EU food
+manufacturing
+(bn ecus)</content>
+                <instruction instr-id="24" subinstr-id="0"/>
+                <instruction instr-id="24" subinstr-id="2"/>
+                <instruction instr-id="24" subinstr-id="4"/>
+                <instruction instr-id="24" subinstr-id="6"/>
+                <instruction instr-id="24" subinstr-id="8"/>
+                <instruction instr-id="24" subinstr-id="10"/>
+                <instruction instr-id="24" subinstr-id="12"/>
+                <instruction instr-id="24" subinstr-id="14"/>
+                <instruction instr-id="24" subinstr-id="16"/>
+                <instruction instr-id="24" subinstr-id="18"/>
+                <instruction instr-id="24" subinstr-id="20"/>
+                <instruction instr-id="27" subinstr-id="0"/>
+                <instruction instr-id="27" subinstr-id="2"/>
+                <instruction instr-id="27" subinstr-id="4"/>
+                <instruction instr-id="27" subinstr-id="6"/>
+                <instruction instr-id="27" subinstr-id="8"/>
+                <instruction instr-id="27" subinstr-id="10"/>
+                <instruction instr-id="27" subinstr-id="12"/>
+                <instruction instr-id="27" subinstr-id="14"/>
+                <instruction instr-id="31" subinstr-id="0"/>
+                <instruction instr-id="31" subinstr-id="2"/>
+                <instruction instr-id="31" subinstr-id="4"/>
+                <instruction instr-id="31" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="380" x2="515" y1="707" y2="743"/>
+                <content>Markets in which firm is one
+of the 5 leaders
+(NACE 3 digit)</content>
+                <instruction instr-id="35" subinstr-id="0"/>
+                <instruction instr-id="35" subinstr-id="2"/>
+                <instruction instr-id="35" subinstr-id="4"/>
+                <instruction instr-id="35" subinstr-id="6"/>
+                <instruction instr-id="35" subinstr-id="8"/>
+                <instruction instr-id="35" subinstr-id="10"/>
+                <instruction instr-id="35" subinstr-id="12"/>
+                <instruction instr-id="35" subinstr-id="14"/>
+                <instruction instr-id="35" subinstr-id="16"/>
+                <instruction instr-id="35" subinstr-id="18"/>
+                <instruction instr-id="39" subinstr-id="0"/>
+                <instruction instr-id="39" subinstr-id="2"/>
+                <instruction instr-id="39" subinstr-id="4"/>
+                <instruction instr-id="39" subinstr-id="6"/>
+                <instruction instr-id="39" subinstr-id="8"/>
+                <instruction instr-id="39" subinstr-id="10"/>
+                <instruction instr-id="39" subinstr-id="12"/>
+                <instruction instr-id="39" subinstr-id="14"/>
+                <instruction instr-id="39" subinstr-id="16"/>
+                <instruction instr-id="43" subinstr-id="0"/>
+                <instruction instr-id="43" subinstr-id="2"/>
+                <instruction instr-id="43" subinstr-id="4"/>
+                <instruction instr-id="43" subinstr-id="6"/>
+                <instruction instr-id="43" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="78" x2="106" y1="693" y2="704"/>
+                <content>Nestle</content>
+                <instruction instr-id="80" subinstr-id="0"/>
+                <instruction instr-id="80" subinstr-id="2"/>
+                <instruction instr-id="80" subinstr-id="4"/>
+                <instruction instr-id="80" subinstr-id="6"/>
+                <instruction instr-id="80" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="211" x2="230" y1="693" y2="704"/>
+                <content>38.8</content>
+                <instruction instr-id="82" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="305" x2="324" y1="693" y2="704"/>
+                <content>13.1</content>
+                <instruction instr-id="84" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="379" x2="511" y1="693" y2="704"/>
+                <content>412,413,414,417,421,423,428</content>
+                <instruction instr-id="86" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="78" x2="137" y1="680" y2="690"/>
+                <content>Philip Morris</content>
+                <instruction instr-id="121" subinstr-id="0"/>
+                <instruction instr-id="121" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="212" x2="231" y1="680" y2="690"/>
+                <content>33.4</content>
+                <instruction instr-id="123" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="305" x2="324" y1="680" y2="690"/>
+                <content>11.3</content>
+                <instruction instr-id="125" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="379" x2="473" y1="680" y2="690"/>
+                <content>413,417,421,423,429</content>
+                <instruction instr-id="127" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="78" x2="116" y1="666" y2="677"/>
+                <content>Unilever</content>
+                <instruction instr-id="161" subinstr-id="0"/>
+                <instruction instr-id="161" subinstr-id="2"/>
+                <instruction instr-id="161" subinstr-id="4"/>
+                <instruction instr-id="161" subinstr-id="6"/>
+                <instruction instr-id="161" subinstr-id="8"/>
+                <instruction instr-id="161" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="211" x2="230" y1="666" y2="677"/>
+                <content>26.7</content>
+                <instruction instr-id="163" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="305" x2="324" y1="666" y2="677"/>
+                <content>14.6</content>
+                <instruction instr-id="165" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="379" x2="472" y1="666" y2="677"/>
+                <content>411,412,414,415,421</content>
+                <instruction instr-id="167" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="78" x2="118" y1="652" y2="663"/>
+                <content>ConAgra</content>
+                <instruction instr-id="200" subinstr-id="0"/>
+                <instruction instr-id="200" subinstr-id="2"/>
+                <instruction instr-id="200" subinstr-id="4"/>
+                <instruction instr-id="200" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="211" x2="230" y1="652" y2="663"/>
+                <content>24.8</content>
+                <instruction instr-id="202" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="78" x2="112" y1="639" y2="649"/>
+                <content>Pepsico</content>
+                <instruction instr-id="235" subinstr-id="0"/>
+                <instruction instr-id="235" subinstr-id="2"/>
+                <instruction instr-id="235" subinstr-id="4"/>
+                <instruction instr-id="235" subinstr-id="6"/>
+                <instruction instr-id="235" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="211" x2="230" y1="639" y2="649"/>
+                <content>19.1</content>
+                <instruction instr-id="237" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="78" x2="108" y1="625" y2="636"/>
+                <content>Cargill</content>
+                <instruction instr-id="270" subinstr-id="0"/>
+                <instruction instr-id="270" subinstr-id="2"/>
+                <instruction instr-id="270" subinstr-id="4"/>
+                <instruction instr-id="270" subinstr-id="6"/>
+                <instruction instr-id="270" subinstr-id="8"/>
+                <instruction instr-id="270" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="211" x2="230" y1="625" y2="636"/>
+                <content>18.7</content>
+                <instruction instr-id="272" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="308" x2="321" y1="625" y2="636"/>
+                <content>2.4</content>
+                <instruction instr-id="274" subinstr-id="0"/>
+                <instruction instr-id="274" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="379" x2="395" y1="625" y2="636"/>
+                <content>411</content>
+                <instruction instr-id="276" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="78" x2="124" y1="611" y2="622"/>
+                <content>Coca-Cola</content>
+                <instruction instr-id="309" subinstr-id="0"/>
+                <instruction instr-id="309" subinstr-id="2"/>
+                <instruction instr-id="309" subinstr-id="4"/>
+                <instruction instr-id="309" subinstr-id="6"/>
+                <instruction instr-id="309" subinstr-id="8"/>
+                <instruction instr-id="309" subinstr-id="10"/>
+                <instruction instr-id="309" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="211" x2="230" y1="611" y2="622"/>
+                <content>18.0</content>
+                <instruction instr-id="311" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="308" x2="321" y1="611" y2="622"/>
+                <content>1.8</content>
+                <instruction instr-id="313" subinstr-id="0"/>
+                <instruction instr-id="313" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="379" x2="395" y1="611" y2="622"/>
+                <content>428</content>
+                <instruction instr-id="315" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="78" x2="112" y1="597" y2="608"/>
+                <content>Danone</content>
+                <instruction instr-id="349" subinstr-id="0"/>
+                <instruction instr-id="349" subinstr-id="2"/>
+                <instruction instr-id="349" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="211" x2="230" y1="597" y2="608"/>
+                <content>14.2</content>
+                <instruction instr-id="351" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="308" x2="321" y1="597" y2="608"/>
+                <content>8.9</content>
+                <instruction instr-id="353" subinstr-id="0"/>
+                <instruction instr-id="353" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="379" x2="492" y1="597" y2="608"/>
+                <content>427,428,423,413,417 419</content>
+                <instruction instr-id="355" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="78" x2="144" y1="584" y2="595"/>
+                <content>Archer Daniels</content>
+                <instruction instr-id="390" subinstr-id="0"/>
+                <instruction instr-id="390" subinstr-id="2"/>
+                <instruction instr-id="390" subinstr-id="4"/>
+                <instruction instr-id="390" subinstr-id="6"/>
+                <instruction instr-id="390" subinstr-id="8"/>
+                <instruction instr-id="390" subinstr-id="10"/>
+                <instruction instr-id="390" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="211" x2="230" y1="584" y2="595"/>
+                <content>13.3</content>
+                <instruction instr-id="392" subinstr-id="0"/>
+                <instruction instr-id="392" subinstr-id="2"/>
+                <instruction instr-id="392" subinstr-id="4"/>
+                <instruction instr-id="392" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="78" x2="100" y1="570" y2="581"/>
+                <content>Mars</content>
+                <instruction instr-id="426" subinstr-id="0"/>
+                <instruction instr-id="426" subinstr-id="2"/>
+                <instruction instr-id="426" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="215" x2="226" y1="570" y2="581"/>
+                <content>13</content>
+                <instruction instr-id="428" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="308" x2="321" y1="570" y2="581"/>
+                <content>3.1</content>
+                <instruction instr-id="430" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="379" x2="415" y1="570" y2="581"/>
+                <content>421,422</content>
+                <instruction instr-id="432" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="78" x2="165" y1="556" y2="567"/>
+                <content>Grand Metropolitan</content>
+                <instruction instr-id="467" subinstr-id="0"/>
+                <instruction instr-id="467" subinstr-id="2"/>
+                <instruction instr-id="467" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="212" x2="231" y1="556" y2="567"/>
+                <content>12.7</content>
+                <instruction instr-id="467" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="308" x2="322" y1="556" y2="567"/>
+                <content>2.4</content>
+                <instruction instr-id="469" subinstr-id="0"/>
+                <instruction instr-id="469" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="379" x2="415" y1="556" y2="567"/>
+                <content>413,424</content>
+                <instruction instr-id="471" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="78" x2="95" y1="543" y2="554"/>
+                <content>IBP</content>
+                <instruction instr-id="505" subinstr-id="0"/>
+                <instruction instr-id="505" subinstr-id="2"/>
+                <instruction instr-id="505" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="211" x2="230" y1="543" y2="554"/>
+                <content>12.7</content>
+                <instruction instr-id="507" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="78" x2="100" y1="529" y2="540"/>
+                <content>Kinn</content>
+                <instruction instr-id="540" subinstr-id="0"/>
+                <instruction instr-id="540" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="211" x2="230" y1="529" y2="540"/>
+                <content>11.6</content>
+                <instruction instr-id="542" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="78" x2="157" y1="515" y2="526"/>
+                <content>CPC International</content>
+                <instruction instr-id="576" subinstr-id="0"/>
+                <instruction instr-id="576" subinstr-id="2"/>
+                <instruction instr-id="576" subinstr-id="4"/>
+                <instruction instr-id="576" subinstr-id="6"/>
+                <instruction instr-id="576" subinstr-id="8"/>
+                <instruction instr-id="576" subinstr-id="10"/>
+                <instruction instr-id="576" subinstr-id="12"/>
+                <instruction instr-id="576" subinstr-id="14"/>
+                <instruction instr-id="576" subinstr-id="16"/>
+                <instruction instr-id="576" subinstr-id="18"/>
+                <instruction instr-id="576" subinstr-id="20"/>
+                <instruction instr-id="576" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="214" x2="228" y1="515" y2="526"/>
+                <content>9.8</content>
+                <instruction instr-id="578" subinstr-id="0"/>
+                <instruction instr-id="578" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="308" x2="321" y1="515" y2="526"/>
+                <content>1.6</content>
+                <instruction instr-id="580" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="379" x2="415" y1="515" y2="526"/>
+                <content>418,423</content>
+                <instruction instr-id="582" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="78" x2="150" y1="502" y2="513"/>
+                <content>Anheuser-Busch</content>
+                <instruction instr-id="616" subinstr-id="0"/>
+                <instruction instr-id="616" subinstr-id="2"/>
+                <instruction instr-id="616" subinstr-id="4"/>
+                <instruction instr-id="616" subinstr-id="6"/>
+                <instruction instr-id="616" subinstr-id="8"/>
+                <instruction instr-id="616" subinstr-id="10"/>
+                <instruction instr-id="616" subinstr-id="12"/>
+                <instruction instr-id="616" subinstr-id="14"/>
+                <instruction instr-id="616" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="214" x2="228" y1="502" y2="513"/>
+                <content>9.6</content>
+                <instruction instr-id="618" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col='0' start-row="16">
+                <bounding-box x1="78" x2="116" y1="488" y2="499"/>
+                <content>Sara Lee</content>
+                <instruction instr-id="652" subinstr-id="0"/>
+                <instruction instr-id="652" subinstr-id="2"/>
+                <instruction instr-id="652" subinstr-id="4"/>
+                <instruction instr-id="652" subinstr-id="6"/>
+                <instruction instr-id="652" subinstr-id="8"/>
+                <instruction instr-id="652" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="214" x2="228" y1="488" y2="499"/>
+                <content>9.4</content>
+                <instruction instr-id="654" subinstr-id="0"/>
+                <instruction instr-id="654" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="308" x2="321" y1="488" y2="499"/>
+                <content>1.3</content>
+                <instruction instr-id="656" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="379" x2="395" y1="488" y2="499"/>
+                <content>423</content>
+                <instruction instr-id="658" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="78" x2="99" y1="474" y2="485"/>
+                <content>ABF</content>
+                <instruction instr-id="691" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="214" x2="228" y1="474" y2="485"/>
+                <content>9.2</content>
+                <instruction instr-id="693" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="379" x2="453" y1="474" y2="485"/>
+                <content>416,418,419,420</content>
+                <instruction instr-id="695" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="78" x2="104" y1="461" y2="472"/>
+                <content>Heinz</content>
+                <instruction instr-id="728" subinstr-id="0"/>
+                <instruction instr-id="728" subinstr-id="2"/>
+                <instruction instr-id="728" subinstr-id="4"/>
+                <instruction instr-id="728" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="214" x2="228" y1="461" y2="472"/>
+                <content>9.1</content>
+                <instruction instr-id="730" subinstr-id="0"/>
+                <instruction instr-id="730" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="308" x2="321" y1="461" y2="472"/>
+                <content>1.5</content>
+                <instruction instr-id="732" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="379" x2="395" y1="461" y2="472"/>
+                <content>423</content>
+                <instruction instr-id="734" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="78" x2="150" y1="447" y2="458"/>
+                <content>Asahi Breweries</content>
+                <instruction instr-id="769" subinstr-id="0"/>
+                <instruction instr-id="769" subinstr-id="2"/>
+                <instruction instr-id="769" subinstr-id="4"/>
+                <instruction instr-id="769" subinstr-id="6"/>
+                <instruction instr-id="769" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="214" x2="228" y1="447" y2="458"/>
+                <content>9.1</content>
+                <instruction instr-id="771" subinstr-id="0"/>
+                <instruction instr-id="771" subinstr-id="2"/>
+                <instruction instr-id="771" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="78" x2="169" y1="433" y2="444"/>
+                <content>Eridania Beghin-Say</content>
+                <instruction instr-id="804" subinstr-id="0"/>
+                <instruction instr-id="804" subinstr-id="2"/>
+                <instruction instr-id="804" subinstr-id="4"/>
+                <instruction instr-id="804" subinstr-id="6"/>
+                <instruction instr-id="804" subinstr-id="8"/>
+                <instruction instr-id="804" subinstr-id="10"/>
+                <instruction instr-id="804" subinstr-id="12"/>
+                <instruction instr-id="804" subinstr-id="14"/>
+                <instruction instr-id="804" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="214" x2="228" y1="433" y2="444"/>
+                <content>9.1</content>
+                <instruction instr-id="804" subinstr-id="18"/>
+                <instruction instr-id="804" subinstr-id="20"/>
+                <instruction instr-id="804" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="78" x2="113" y1="420" y2="431"/>
+                <content>Nabisco</content>
+                <instruction instr-id="838" subinstr-id="0"/>
+                <instruction instr-id="838" subinstr-id="2"/>
+                <instruction instr-id="838" subinstr-id="4"/>
+                <instruction instr-id="838" subinstr-id="6"/>
+                <instruction instr-id="838" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="214" x2="228" y1="420" y2="431"/>
+                <content>8.3</content>
+                <instruction instr-id="840" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="78" x2="115" y1="406" y2="417"/>
+                <content>Novartis</content>
+                <instruction instr-id="874" subinstr-id="0"/>
+                <instruction instr-id="874" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="214" x2="228" y1="406" y2="417"/>
+                <content>8.1</content>
+                <instruction instr-id="876" subinstr-id="0"/>
+                <instruction instr-id="876" subinstr-id="2"/>
+                <instruction instr-id="876" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="78" x2="168" y1="392" y2="403"/>
+                <content>Cadbury-Schweppes</content>
+                <instruction instr-id="910" subinstr-id="0"/>
+                <instruction instr-id="910" subinstr-id="2"/>
+                <instruction instr-id="910" subinstr-id="4"/>
+                <instruction instr-id="910" subinstr-id="6"/>
+                <instruction instr-id="910" subinstr-id="8"/>
+                <instruction instr-id="910" subinstr-id="10"/>
+                <instruction instr-id="910" subinstr-id="12"/>
+                <instruction instr-id="910" subinstr-id="14"/>
+                <instruction instr-id="910" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="214" x2="228" y1="392" y2="403"/>
+                <content>7.7</content>
+                <instruction instr-id="910" subinstr-id="18"/>
+                <instruction instr-id="910" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="308" x2="321" y1="392" y2="403"/>
+                <content>3.0</content>
+                <instruction instr-id="912" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="379" x2="395" y1="392" y2="403"/>
+                <content>428</content>
+                <instruction instr-id="914" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="78" x2="145" y1="379" y2="390"/>
+                <content>Campbell Soup</content>
+                <instruction instr-id="948" subinstr-id="0"/>
+                <instruction instr-id="948" subinstr-id="2"/>
+                <instruction instr-id="948" subinstr-id="4"/>
+                <instruction instr-id="948" subinstr-id="6"/>
+                <instruction instr-id="948" subinstr-id="8"/>
+                <instruction instr-id="948" subinstr-id="10"/>
+                <instruction instr-id="948" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="214" x2="228" y1="379" y2="390"/>
+                <content>7.7</content>
+                <instruction instr-id="950" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="78" x2="118" y1="365" y2="376"/>
+                <content>Guinness</content>
+                <instruction instr-id="983" subinstr-id="0"/>
+                <instruction instr-id="983" subinstr-id="2"/>
+                <instruction instr-id="983" subinstr-id="4"/>
+                <instruction instr-id="983" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="214" x2="228" y1="365" y2="376"/>
+                <content>7.6</content>
+                <instruction instr-id="985" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="308" x2="321" y1="365" y2="376"/>
+                <content>2.2</content>
+                <instruction instr-id="987" subinstr-id="0"/>
+                <instruction instr-id="987" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="379" x2="415" y1="365" y2="376"/>
+                <content>424,427</content>
+                <instruction instr-id="989" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..2acd52978c4abb7b3c6c76f81166ccc8d1e3f4db
GIT binary patch
literal 68441
zcmcF~byQtRw<i)LKyY_=cXyZIt{1rI#U;3e;O_1cT!TY!cXtB8J;5ajbJLyf&YS7?
ztv74d{Bb$wRPFt%+EV+Ry{n*7k(6d)W9CGl`n)qWhrmh7O6p*0Ly90Mh`^#QMrr{7
zxd0JZWHm@xB!LzHH;^j=i-xBokd#Hr!&OGz72pc)RaW^$CoGHrv^W2QpX+xZaexa@
z+QHtHltmT@atFFvn*qS+Zl<n(ApOK+`wR9b8NzQk-2aZF?rCT00Q#ST@ccW7hP55g
zg-Om80J1jwpF;8eCn#|Tkoo@<h>i7kBuQ%v3!pR5-VEqMs?SQwV(AQU2P+w1=H?2%
zm{~iUx!GBOfF7hQuGS!PaFZRt%-O-7l*QB;_><7w!4+U;2K=dFb89e=i?s_Wi?g-8
zC72m#ZVdtfNLj4h>@5M#ZgwDm8<@<&(!m~R3+@K|fdd8r0bN|INm(p@{y?NGiY_34
zixnvg=+{;67p2#)tDUvIn+quiA1RBIn}aKOM0-mRkd%-6ugSA<faUn7%M|PbKY<;<
zv-;I;ZVLLd6$k=ZJN_|cbAY8K&>1YmA6GEJe-+*l=<I6c;N}9bHz#FL|1}XyH*3%z
zql17JV8N87NZB~Kehu+w(;u^NwzjkacmHt@2L7!F{Pe5S)D7GYCIWl$AF>1O{=EKD
zx~nt59B2n{2CL2Ge;@o8f&-A0jSH+3-M`Ji#?1*9!p-@obv;ShxWNiCb#|}?+M5EL
z!H>MZTg=SC(ep1LXLAc6SjX1(U_>5vupJyM!RrQO?*N{km8YW>5UfULpry5oE7;y(
zb^PTK=0HnlAXwFoAUBskZN%dG#=*r6tUGH5uxeecz}^2m{&F!pH&QlU4lvhGD)XP7
z^e5`y-UIfQf0!Jc&Fug#W^SNAX2%Pb0o?8625<&*{c&#v09pJR>Q}Q1DH|VH3b9|F
zE%s|%vEO}L?3bR!{#G7~*q=@;CPm63@%LP$et}5+0+IS1MCu=AxnFd0zv$$Cr<41K
zPRbSR=dXVauKbHh`4^M&?@Y>n5&gq#2M&tXjv!C4=lxnKn!gY<e<5i8j-dGur|z$Q
z4J!v{ura}oZwGd4QxJIR0)9aNevtrvhXDMV1mGViz@KUYfb9+r1HTqL*b)ASBEVlD
zz~4c@M1REz>tA%%zv!%gr?dWt4){||_P+*q_{HS#i^<`4CWpU>{$Vz^cDMc+xEy{d
z$?X@v+b@2%-}&AC;q&~}4_@~_mE`$XkKtc$3@Ljv2Xk=n`TecI_j_#p=k4=n!2kCs
z{TB@BAAwozFZBQYeZ<E0pP<zoz!v-;zX8~Phmy7i{jqqYLEv|)BoHhU_|2*aw6_E+
zor8;$>!)}wuFgP!9fE9llD4kPP79jfT}?MddOdFk6}7%TS7^gd(LSwyqS69y@>^Qj
z&q!4Kq?C61OYd3YlFmHCNX${KI3K^YJuO(;Wk2qvYLjekepIh}yjkM8*etK$8LQCl
z+8DA~Gw#%*evZ*BNXe|Agh9}GPhXW#TB*?#mLSh`r!7VtI_4mm32%q3DgK(FB~Hu6
zC`mPaJG!Q4?XE_I#o=6|jCl5gMvX|h@-zI{);_YoLmy?!gQ4$Z#Utu|&q;gNC&q>E
zm*-=bV;j+4SC2pT4ex9AK2>9@YMI-lNM4CEEp=ay9VnA5Oo+tyeZRcjaX9`lm)hRU
zb0;aJ3dELiLV9Bp92u;aqlu1!K4+67?Nls}+EJ?W8OU4lHd_^t@M7bofAp)0t@-X)
zzEC-0T7z2vI$VUGA+G{-5nl+$ePw88Ay<ph95>tiz1`Q!KIM;&X{eMR6qBLd@fUl_
z2i_cI(`GTH$!~;|b@Vu+He+pkmv&ej&I5cslJ9%hvN1Ebn!tL%YL*k@0Xk}0i=Sk?
z3~Uuaf5R_4jb7DV!8CFmMsUqs5lq-0MPM!s<@&@*7l7y$v7Q*|jqa?hXdjZN{}Ec-
zl^_Ka$_&uzv?p-sb_iX}?~I-~57WnPR%CHt?`&|@P^RmSb77<Wu^#cdpmqhMcvc-=
z;#7W=jMJTw)AHdpq<2-;!U1;bKFYei*Ai-G)$v0smtBK~zp4-I`UiC(hFJoS5F{uI
zT6E67OXWNvLB#`;?-0ZvCQ|SYQ}(nkzLMnROpNGYFGoHq7Bo2xdI{joN62MyJ)sKD
z{@_t0LzfPJlJP=1$7S){=n?R;y{GfV)zF}^Bj_Ywi)%`4!=GWMgWdZP^dzJ8-su}R
zZoLyJ4tz9uPhY1M|JUiAt-<s8sM-1y6U2qOh;o4|n52jKw5wp>$`x0wYhHo@Vm{9X
zJbj){-N?yPN<YMTOQs?C*RTQUD676f<KvXC7KNp{kvQO4>bVc1)j!OA!J&lrOUEui
z(JK4&iCzgV^rZkWyw_396ls~}&7u5|@n`*2ap<k&oMJKCD=9X<v)f}Na|kx2iQVI<
z682+)8RUrKf;3ZN+E7zW_HP+nb`mlf&H5`#IHQDN7(;xCk-kxT6dP|5rbsDB)PsFE
zTgu;HgvFsg`hEs(+-A>Cs_v?b@_lVOF@k4p$@6009!~Cq&oT9#yjEH)@1O3AkIkA{
z$tkL7mkDfI32^Ze?>-5?%PDCLjg~uQlUzx}OE^~Jg@5x3B5&#oL(_xoWUyfTsg=?v
z7kd*U7x5dL3KCDTC2J;Bwz^vvtHXAoT}|6t@r6QJmfm{p5Cup&^=4`Pm&Ufz(^e`k
zg3k+=c|Pan7?vBVb0lnAEAjZOhG&WP&X7~<nA%~T7Ws<F(6fX1nBq-4jn}j~T+!q{
zkHtJYz?LHpy`hYuJhC|UQyeFoeW^E$YVIQ&o+Gi!!%xS<FQGMEB}s3MjYWks%P!9v
zTQ7JIv1hdAi01QN4Gs}!63q)cpzvx7?%R;kmo2^Rk(iG;L=sZDVno_n+;JKdQjzOz
zg^9%?60pZ)0SoAY1=>HNZpGU0d{R|!Q9sW23W@2Qqh0b<z{V()o6t<W1R%p<<m>mP
z(Zkc1%E1&`1SBTvab%?Xs&kZWr9cz_*$)H=po~f2ko*L!Bc$)!MBnWD6K173f|Mv{
znX2;FE*%1vXojaMz2l1j^+yWo<I)Q{*CJtW3qy?$CH?B6%`PG9j*KfdXjcZ*8A|qd
zIIhopdK9USbQejco;oPgyOs}BS643v4V&0P$#&vRs6-<mOjj41xsg<=xdNEfckv#j
zv5$tPE|r>On2{uD9r5-MGqA1VnP%a4r^W<F(KEv8k!T7KVdiiSqCj<FqvCr~QtC*^
z`2N_C`6{*4(+TiiZnF+Yxi^CQ==YXK<mK24CK`kZ8ITD@LJ$|MB8>GPbB{C6VgiwO
z)L!JH(C^PJW@aj*ENkrKavr+626(G|g=m3v?#Q&+N`np37>viP=3{#bPvDvq*s9Ne
zQrNrcF%@)lydkqDkoG(lb~{w<e&ZlX9_A;+`7FW0i`#(9%1I<2hpfu@j?ae#n-$u^
zDjOHB2Zr_q#kSc{5K+O#+iF6`{6%OOBav&~q#k6|xh43$bWy%wv|!X1`ftZ>u!a!<
zAsVgS<Rno2sdBF|QLOpyB!g=ZJkybm6<hnwR))WHa_X7Gh}>}9yOP@-<h>5ZPbGB@
zmoGwhPwY*M^jT8Yjom}U5nPj!5)_0o9DXAmbzWISvv96!ND!qeshcjuHF#b1tzKHv
zI{u*<Rzv}AnE@8v9xgBTi|TBYBgJ=8IA<o6E7!^gK0)0b*ST_~rK+LwXH0;7incXW
zZ5#xDKn;8HfM?RdVO`}5Z0$_&I}Fi3JjU@6s-N;Jc?3gpa#<e6?EvQC6RKEV!0lni
zM}pUD(C2)5;z7Pbarh8!-%uVgOO-DiF@rAc3YgZz=FwSJZ+K4A<5WnhHPtj9Byh!O
z8YM)bDgAu<C#L~-+(U}*1VWX}j)EIk^F_4Gv~!bidU`iVQY(Zg`AH!@6u{}BCaJ{p
z&vpqp+|lp6<$jI(PO?vnOb9a3Yz(eo4uio0?&+gJ(ltSTNSU#CZvMRY`sahGY4$lc
z@90d<7r=SA`*>RDT8PTL5oW4qM0OygNtSCEc7|An#DhiO5WBfbV9q6sZHbW-LvMXT
z$m7e8esAx;%N+q#f-2@VS5Z{F2Q`+4lb$-VNo*DorOJlH<eG=-#+t@+^0hhM^jeh@
z2^eQjsvL_J2r1*gzEtP?Zs?4;YZf(`;B<U-waKb*FHfNvRWcM2DwFhi?;*~`K%mpq
zk=6Hl?vX@W)u>yfv`Ovx>ivy~LL|<KznUbLr3dv*?q#%}QDL&}+D+$bW@jkc>-I=L
zc+iWKi?GkTa1HJWlBwD3l8gaT?lahNXtj%lQ?>MZ8id{w5_37OB(-eWQG&19s|lwt
z&L1ncVH5SEH!1j${Aiw$IjR8mE<1Ib_EjrybIOCwZP;kL4WV*p`5bD7t^>qB-JZ)?
zsk0)PYGKd;I~4dryhtDk0$sun?fZ|uZnMRN2=5dO)h5!$J5QXyUJ#Tbe2tN2JG@}h
z|9pXBh7b{Spe}V}K;?<egsnqBifUZ`>SKzws%8S^2UKDwYP2UTJ*`@~j6JOA*I_Ew
zFHwO?ub6xHzd-IMqEnN-$bfBjeL^)wFoWIMH?xfs2aIk)my>+WIElk#mLQW2FxolL
z>#UPh0EtU-{!soP?kv+_^48E$P8mgUu;mtTCZkX5q{40OAv(<xl;tPaK#pu*8q8+`
z7h)G#-PLy~8ok6Qqd0iP83eIBYl4`_Nc<Ttgqqut_Yo4tAK&`T5xkc&sebxP@5Y-c
zA_>B7N0|Ev%j>Pc$6llo+0{a%#CA!BnyqG2W*zN(=_)G}0R$T!31)J{V=@(+`o&S+
zSy{>g=+83t8q+}%nseA))kEWSp;|lyu=VC-+%TS{YklQSDSVE^pxW4tcXX=~YWS~h
zih5JToam&iXCqj4xY53*LsJW!o|$b=6cOd#3c77w%G!it>`$w8@AW+oSHIoh1(14O
zXy3~gX?_?BQF5s)*IbZ@?Yt51snvQ3V#_S@|8%z*kUs&l;vq;p74@mZsR3B=kt|w1
z%&odhH#I&omMEd_9k%yAr=<&0v%4w3I;Yxm*FXi!q|fuG_{-|u^<63*{tqw>m2?+r
zi%s_uN9mSN-=$CT=FC=>+I6KAeTO9wCdoA0x4nqS-4@}UdL)vVuBk?Of0V8`EAzfP
z!STE*X?i_5!truxJ@gLGidmbL9#n?!OB6LU>*Mhvv-?muzT1g-;uGJYAAhgFnYBmy
zpkVN{XGuho+H`dBVAp&Z(@<liU3GfrpvJ+MNH_(_fhNO2k2vk+dwKP=!!eiT<@m*s
zW(x_o=lJjDZxeRjQZdAf0!wvi#3chuzsZtAUVOM?^b1Hv<ZL)#)R3HJfoN`HA5<BE
zeTFr7L2FP}cxC_b70I}nMMgaH5XjUx?7IBJvO<1~EY?1z0Qpors!M2wWfxx?8+v>m
z+D5s%xx@;LmLTq?T;Fx51%>GW4|1Nsbrq(RUB?JUN67I_p)Mc$!}}!f2N4~H=Z;IR
z;A-mF)hp>26K2#ZvqOm)2i_7YtB*c!B=48GKzSzzq**%zlXu5Cn-YertTy(BNs!Rf
z?d}}kzM^~7Fp`m|ic`{$Ll>eZ>;$N~=BQsHhC5!B@_$J%@fA`T4u=-1)TvuZT>z>d
z<8&vPp}Lb9+Ees@PD)$rR9JB_4N)~?f~4~D2z0?;?L%O56ysO<29;x3NKZL11ihml
z^ST}FFe)-yv%0d)P5sL|nfc3{8xtY(_@i`K)#H(B(*eZPVU2g?Ni&9FIPHoe1KFTp
zBF-WM2WibSre!Bz`LsQ;Jrshj-AX=2K1#S_bV(|`j{$Peyi&N5Zkg?^EaDCCm#Rrb
zPm<$SHnS7eEKNMnagh~i8xb$Ak!N>k<>I%?CsxDST`M+W-bZgC`Gk+57t`pIoRT`P
z;|=qn=*xL1GK|5TCuX9DjwEKTFKsq{goC*VD8-qY#<G!%zpw6aE<r&hzS|9}QUz4y
zcw3~Lu!JoizCuDE<w7jdxlJ+2q=~l7)XYmeaLC;V?Sevr=mZ#l|5-i#Gsh$SyO7H9
zdy**O?BFQw-~lcXGK0&9;2#$s7x*tPCp$AMI3ZR6fQwA7q(4(sa009D>g;Cb`e&O9
zDJQtZssv8@0snzt4d~+F=KQk;`A7Zt?-K8yk2314q(AG!YCls^mOtvbe~@Xg8FP{T
ztoQy*n%RswNq^RC|GeiQ{aJeb^PZjbXYKUQdp6Ra8Tz01tfYVB)PJI?I6IiBgDY_Q
zEa18{DT@Zs!`1MQ;UvIyVX$oAD$>ua`6uTewPO{4CGcneUu9>u|EBKzpG&>})7<~R
z6r=xB!p_CV!}fDp|0L|GN)CiP=ph%6SiZ~9Ppqzqp!&>6(r$itq>E5MCC&RAQ?jug
zop4Hm$AHA|H~N$nrRl1j5x49G`)8?2T3^%Yg}uGKd<A^&HX8iDeR&*Uef7!z`P%?W
z-^kV3NQ3r8$@W2JqNV;_uC-&|?OgcP^^555TMZ3#D1b(0l(jJoj&`Rf1>eO+OP<8+
z63^wFSHN1NHHV-~&_3SrFjJzEy^d*9{^TV~0})Ro9}&-r4=ztdD=yFEX^6(hS}AAX
z^}*%Ymuf*rqmbu~SH`1vxr5Ot7A@Zmk~SRW@Ri-apPajw7B-wb9!^Zmn6=-&|LFEc
zXnlS0y~D|q!=S&zvzJ=aHc+Jclx8jK*!{SBV4w}CBVKD;%Jv|Sk)7=)^uCprdjLDq
zzmLP0p|EzmZ%|jJXWg#|q60sh$6;`#gJ?5TL}~8YuhQWScbnUV+>Ub$a8=1z`$J+b
zoP&hUs)2D=(uPlGJ1>*JHOolWQcd+^i0K+?)prvtptINW9xkC!2d+_nA1dYOI{zu(
zr**>^zhd4=swiV&%}+tT87CWOM-KyE_Reoj-*`j!?wodXF-kDlK=Q3N<!=0FnyL|A
zdgaesqhGyK!7mw}RqlDAMCD><w`UlRetgbj{X-Y$llJzif!_oiTL&K#+^y-w^?245
z*I*FMr%We|i7~dchW72g<QMuWxDiaNxF`ww*s2^}Z0qwqFoN&>YdevTEv8gsX1DQ;
zV;HI&6fIgrl3AK*A}f%lIEctEnLa8?<Sw-*D*Kaq3CN(~JSskwXC@j#UAB4FxmxHd
zZO$U!nv3kojOY0I5p&G-60@-YK4qQul=msZkx@9L(G~bwJg(>?k6-PczUb4OZyaK%
z<|fX-utTW!dL4s$T2bPUynEPbxSdI&O*PbmPN{^{U>I9pS}vs2M(?SzKy0mfmOrl<
zo?L!=R&G-kb%#~=Y(uov1Z-3%Rx<*HRek7Ojn)W*FBqGdxUNW=Sh&~;K~Ic&-=`??
zd9-qJ-wDInptMMuVANyeIw)(DR+*YHUl6}g_sZ+V_J<U41YTS6UBx>DOQqnfBa3aM
zbiS_c@vJ&L#}e=0h7$2f*9ONyi+(&-4$BUkemq%B%Xo3-G`?q6)wXqYNb{FX%y%Bg
z&at?0RMc(jZ>q*ZB_ZP$P3C4rAL~Rl9{37l4S@llb#?3-N7ZTic~u_?cQC^abRFf>
zoi0}pUpw*l)9tM=BX9MS_rCPNqtQZp-964L<}$|0&Xd(&x$~kU3Znv^#>674AIVXC
zKP0gdf9oCkfNqhWParQ@>wBnSbdcfs*ZDnSHc|ye*VYTY)ZBOK1q=%9E#I%3XQ7F|
z>}a*GUnQoI96RV+lly(!4bGh&o575^&)1WlVAy&e9!Ijl@QoAevM@84#C$&qisP!!
zqC55+%P#}rVP>KiB@<1gd;Hs%ax@WA)hwwtVvBK<IB)s@#-7DJVr9c~H0b(%$<(K6
zw+Fdz{Tg0<dND?^%$fSkayZv_ccEA#druJ`K9t0S$<N;<AMXTltR(lGDmlgkW|SQW
zyr5sOM~7IDgikuh%F93qoSlHeWOs=POb;~WfRMjKP*DmNJ+gp|n1H7>vB>jSfTxY4
zoiweV0ptbztLl}ZY;L)OVdvXxf{R?pkIED0#Sn^#HRHt3Nhg4BkY?q%Y;s&cL9A7c
zIz-Nxwj3{cZOC_J?+|2^f(gNvhfn8g>>eisTfWFUxUfV#25k9$i+(g#4jHiJ(SBM!
z=VclN>753I?%S#{p`5mL3Rv^-aOOM1lgmWj%ZiCQr)vwIrrzsTq|xFdapu<~4q=4l
zEQ3>>tgXw{GX05H`E{Dr^1{wQd9VVmd|qgjo>4-ShojPNFo<$tK^14h(3<ZPLUTY5
zSU~)ylT0*~?s3tt<!CCTszQ;>rg;G!sR)`MQJSbP2GkSp$V*1=*k*P+4Q($I1IQV_
z%?5aV+(EuLm{DpJ-7t)?=bo~<zMJuMxg!wc;Is5O<)O`})Tl(YIz+G?p-L3ODf9BC
zR}8l1HyvHV#$a8L90m_vl7WyuJJAa^M@C?Jx+#YV*c|Fg!HP!~fQX4OIunZ$kA*Ng
zusO)Tmoul){ku-c)DyF*ML<)q5I9wo`%tN#Zk=n{XM<-f^XJ8Ma$U_$ADK&fRhg8-
zdG$&nQc)Vnn%+7kQy*WCiWD2nP>oJoi;#~l5M!V&NXmkzRFHuXK06@}o>D?!dblYE
zDR@e%O2Lvx7G&Tlfjy)EJf)u=QqZ6<C<*zmYl8%x%dFsY+w!SitJhO;lP}^;Kx8Wc
zPt37a$&Z@rz%wJPC0)@msTz#|YqohR%#Wp`ttzb)iygY79A)(>2)1XrtiU!?BF&mK
zTaxmIL2}bq9_d_KXtv$sm0~UmBJ4bi{gn-{9pm^FVO%B_i~UGC68nQ0mH4$G=nD;p
zgyyeCyvtPfo=j{njRd(oSxn1)NHCN(*BYrsiYcO8?R~AnI-j&wKN6AM)NQH2YL9E>
z39;(CX6o5uWlrd^F+5L%%O^WP)$OTOS-G$Zb7*{R2^eU+Er2Me7B6+J5na%LPqxP{
zjZ42m8b`v)gw$x$&a<I^C(nbZ0g_gM<d7JskX8wlbi%e2fJ4Ii_hpP)u2g2S9gm>3
ziA7-KkH=G{QN6IfZj_sgpj*6VQ6G^q8p;&ASdeUxAJtWsz0IDk@=^D3smgnN;$l>$
z$|;`2wJ})Hj`))>vYdg<4uUL*oKp1;AzUe#^4Nk5E&ag}f+KO*LbTu<3q2D-Zhk_X
zJQFRvdz|vJ94-83gn6VkMGySf<^62TAg8L63i~-yZ-rR~$L3ilW7If2eixfwyGpz0
zGq$bMmBG4Iu5Lu8adAtP!TKye2^p5{0YaP&xg^+E)Rcl{k1WIx()q@^$7SpANQ=E;
z%1XqGTpLISEZ$+Va;SCKyu*~$nEL#|r0Bn0VG>23DP)694DDsVdl<#F<;AMEB^&yl
z4pc2Qjg%l@--I_U*6k`eHZ3sA5Ea&_c<%THN6-U=Lu{%$=>xz^oqmHsg$qj@ywvH<
z_XVNBCb57>KF2D}K*$G&KdekNjqY(3@KV<R>tet}Vo>GZ9XZ$amCK6sl8%>9o1&C;
zF`^DPf?B7st4m*K8bWgQsK&0il%i5hx^u4v{E%YsY93Tc27LN#XRn4jnR=UUnz+Sl
z4pt6z5Uk>n5um&*j&6fdu?~+7W_%p82A>TEeW6~~ckDB(x@d|9X?oBr^KhCtDpT40
zGzeYySLS=z`=Mt%8f7I`OVfv54~c~tw?Nm#R$vn|Jvws|Cc9o>)9cjttTL8wQAX5w
zWIxSdjW4L`L`9Y%ErrvsX2q5|H?F<V;6hU?_6{yD5ifUbPzfH-vNEwKUq&jO?G)Ek
zC(~@xEj8sRKuAlcH{vQlpe(m^LO?+wsZh7`55NjLgW&vH2c6fcW$tUkN226=>SN^+
zSvkct1UKR9?=#=33+r-q^ttux(QFB}Zmu4(u{w!>&+0n)iObl^ZYv32=JEP7Mdy0T
z4tETzPwsosJp>gez_>{OWD>(lJ*Kun#8|-?&dh|oK{!EtJL5Tf%%<?hT&PfOCV;;B
z5}`lVA6e-8#C7fIhl#Q=GEZ{1swSzXH9x&QJ1%0oib7Awu$HP4!Db;Gri*5jmg3Dm
z_s5q%jJfJ6-hBCje!E=$GXDn>%9;h*7Dilov(n+o8>LErx?}WXf?Dl2K(mkDEj{>F
ztwWz0ad~JB1BxFz!-F_O)_8o}G&3IjbcG)g99TvpQP^&~c*qv?@rbZB=9em{`<-D`
zqOq*HHM`$?PTo)DK0EXK*cZ}w3T{Ezi+rZgvXSamZq9WQ#e$JsWr6GwalcGgY*oC(
zU+dLc)cDrJBjC#TwexYtTlIAYa!SXmxT(|{vU?HGj8o`DG7SPDw|26rb5PZ3V*wH-
z4ALnMp6`RCcJ-?LD6YR$8K)L({r*UjnEgkCEqpD7>=|E)?9J_F{L0R#ALaC^{p{8T
zsR~igZg_jK_xGfT@_YeMOqM`oXtQtHk6XuPb)YWds!uNrDM7ad^e6d8Z++o>f}q<=
zj?`e2NS(Iai)E19@=3{H?&Io4TYMnJLN5*;jrZR8s{eQh6X5|;RX9{!9uxCN7US*G
zqiW-M5R}85dRvz`@6_w=>aC^~MWY#ipq29R3U{b@bAJcz=Z5HS$zFN>W&ykFVV#k@
za-`;d#%3z0Vsnc}ibX{G-ty+of=x~0DRaS3J2_TlBbCLy-NxS#zq&MaLC$g^CSx<z
z>715=N*=Z51wgM`701)-jXov6nURG~C!=7bg9!<alOaJ!(MuzH{wqNZlH(FZeCI=n
ztI{dtTbnO21Fq&(+$hadwG56sRpn5^o`w=gG#jGVP$0%Nh5($<2s3E{;fs!$UUiY%
zgFd1zXyX#LH->P~ImbBfgC+;y-1bpNLgH5pSVTT|Edxh}C-Pk=Fi7rvhZHmxRa5U=
zzZeQ2Hwc-sR7(hq(*!m4M$A-jhW)rq`Nn%pRLHcp>$6M+P(g!RQ1>-@6mH6fy<==s
zk==b3X|WU%=4g2kY?7JF6M%Zrn0w%UTJ`u<4lM#1JKs_M=)()b)m^VTpC}t{g#M$K
z9E+iFF2t`ZKJXU1PgcLduifR1^2&N$&Ph8i-Mm9gUtC0_e6>=l?lqbfV#a~Vq|RRz
z{76&s?F0Q7XQS?DDKV5s6KY9$e3NE)ahXl6qGlnWoS#g6Z?>k8;#jpORiC%Q%Sz-{
z<4b382HYES+L{y{aUWZ3Yuq+3gfpaAGhADPvxHl=Zh53>Vp3JO`<m8o2f5Tb6T=s3
zy*y?D$_+kTN<tq6P@!8<C&uu_#R?FE&#-7^-STTEpkVG!MYlch5QrLI1>0f&(<rt*
zh>rs$ojOiHKd>54m60<J>0<seoMNnqNVjBfcxv<qF>+5}{quxx87|pTnZ+Px?kcZy
z$a7%`0l)<IasIXI+n(%`xQ(5(DZI4N%yns8x=uWoHxUrKCtvP22jSxm$xXarAk_?C
zfEq}<g#_Svjig0o>?lk!|7rAwZ>eKOWc%Rx1<lbsx`aZZ8>A~?I>v9Uzi7R3*?<~g
z=QA26`hD#at+%p^UsBe^HoS+{WbB6L<di4x#Dj2?%NOSyNuC3{nq9#%`^hzn5zq6L
z5znD9zM8@&mrZVk$;9LR4!e}BgPhK+H)a!vGeD68q6gZH5+C?9Dw5#-gjj035t+IA
zUCTW|B$4qCXV3F5+H$uRWABn31}9PO`12snfhq@-%>GdO?<w!6ohDIy_qCmfk2Et9
zyV-L!Me;F?kzpy@aF>mG0yJ=-*BEgfr;uS|QrV_e*Kn6D{%ItJwXYl#SF{s(!sV@(
zo{Oh4X{scv17?3<I{5&4;KS|bYm^{G+WZ9gQA7636MNN_%l1q*)XqN@x|_-_5_`}}
z;w(J%9e2vPi=j9*@rkmn)xn$UPR`Bc6Su;-%hc<00i#J@qQ>l}CSB)T4W2u@hF#&i
z)4h)bC-tah6FpPDGK*IH^)JR#xG0+{6Ptk9DNG^^ckipS?>C>2FFHM580<hBLEG=r
zJ2u*4`yRLRi?Y&Qg>u{6aLmH+z|*_!25q$vMr?Nwj#~2r$R>+n8+1)(%zD1EBUXAb
z@>*Dkc{S;N>FDnT%u^%Ar0be2nDwx6AkH@Qy(O_V3Y%<EARbsvh%K-l4Gqw}RF!3X
zu$oQr;bc<q!$vf-?-OP8>H5rmsDRPtOf0z0O}6l<XKqR<?53|P6NZq`>=jd#5AC~;
zd5}Ee>(L22JBrr1Fe$>hE)b;I&T$Hc`;MXoV}WN_$g*yHwG+LNcc+e99_i3TjT3=(
z*#9&-Z4I_DzR>6x3|2F<8^c$UNeNh~59v>Fn{BF`tKU;cHt8jLcYUe8hsq{umLBG@
z#>h^H5UEn5m8%sSSvbwO-`1Cl-KFTLin}9P)9^7ykNYOkh(RU$5N-jQp_0n4s^8J!
zN=&epBgJ$Q5Gt8Uw8n56cU*6l8BBD(0vP(rF2HY-NwmiJPovpTw3{wGZjBS$g3j9i
z=@m)Y&mqVL*rd^j{9Pagq2&CQ(Hm&;YZxO&g+M97S7O#_st(&cO05+XCXB=H<dBnv
zsf0DCZx<w3-bbtpl{9>|p-s+#h7D)NZPM;0U4ZH1M#NojfDYLKvbxT5<2LF3(+C$r
zU~2$>Xu@4xj&3WHV&%mSHy%$#8N-<9Zl0b(AyUy2;V1&%-}fX^`&LivhjH@N3u11B
zx4ZY?I8br;o)Q!l{EA;<&^ftKL)q!`nzYDCI|uRLdFAl2LgT>~uz7;cu!v>dJi+FH
zzB~N_HV+)wJVAEY|1^I6!#tIBPQL%DjIUy7xxBR9X<jc1{cdX4KGmcqjY{Muy(6WB
zhgVU#ks+nzgMs=cb6XlJMeTAf^WAFrJ#D|*J|At|VF5T0!KfKxf*SI`fru6yh{R;<
z3c-Qs??!LhpMeN%ZKkEurqWKg@MsvFRev#Vx&HNPikn{3H<1NJK+dY*G~U;?ECldp
zj6(jqg*olY@V0kvpoCzc6sscDuzSW5P9$c{ObD+E3(0bbUeQIr7j!Llckv*d+3UGQ
zKq+byT(;N_^mg}f>=+M<S>5m9M*O?+*2B@v5ZlzoatFJjt_k>m#6lPOVhDvrVDHuh
zKDxgPw8)qmmDs+qbs6Wdlc?kiVdO_SghEQ1Av9E#%*&T-Lvt9WIlF~fj~JxA1`#|2
z@Yq76ge=fK<#6xJEJ%wi3E-y`L<yzsptjTS;I+Vg9MEJ!0;2bS1ml^OjDOVuBdN({
ztv3#-pAA$ttcNhKfmQlE4)dUl!T6adoe0rn%(#v#tIm&O!bm^<K2!SQ%pjO>X6z>I
zTGEAqUT#F}^@gC}9Uvpv^RSzA|7i>j{u!e3iNK%CgR3cA88M8I4Zv67OeaNly6=Hw
zu_q;vCnYe()IYw^my$K}q0))`fQ9SdYkFze2`8O0fz-kH$U7BxS_i|e2EjDYsuUcD
zyNYyxY|LM3KkA4wqwQIwZM`^3hx}eLs`#x-80idE?=1paQJdtl1=(9~_b|r}#dk5Q
z)ZiKZ-FO@J(-`E<4NhD@H(IO^GdC#%3H0w=AKI~2?DbO8H2lNQetrd~AZ<B$<85(H
z)X#C!goX6Wp|;z_pEXhW%idfK+3TCP+sUyIH)k5TuaU3WiBw%yW23a|bsJXMLJQ+&
z;uk@IY<#VtNuI$U&Ud+5?Wqfq#|OY0uTHRUiwK`Ctts6cTlluGo~E8WElAxQhrT&k
zn6Phum~stZLQz1pg<)a}#-*Ux$<xStn>F5nyXhJ{E*P8;r2(@vTk!4ee7_)!iCK?I
z9~YkpiwF+~o&kC9Q$?Ffa|**dD@em_ofnKM>OH~qwSkbFOOi4@T%5xqy!~u1Kx9QD
zkc`-dzS&qU5ZuF0`Tw?6!uDTIum8X7m9YPR+$&)R9}xa~^MmcTO_BfGjgY^#S^j+^
z<UbyP{BO=F{tx#-*#FDX_5ZXF!okV$zaL!Gk6q)&_RBTyk+DW&KnE&Z7SK*puUx-n
zZVS7b*Jb3yAMMjH!z%(cKb_pI%PP3Y)pbWng$wSs`W@`78SC?uIehed8fz!{RAJ!z
zbar>~sVwv24UdC}-{`{Tr;ZJ*=Ml|(_wP#i0GO!8*){TtrgBidX@z?%&xqdpc9suK
zagCl$$$OmTZYd6$hV~6^O6bjP<v~#v>4N&&!FqeTIjJ^p{1Z!SMKSZr8du#AU|%6I
zmk&pjgs7W5IE=(v$J2zmHY&|;PS3Ttdn8sLOKwmz`L@14TC5myO<Z=>q<n(=##ttS
zuCkBfLwr=6iB#34<e7LBxP(--Mj)e)`wgJ_-lU!UtGWQ*)XvB_@*WF?i1qth(ETeO
zyg72G%k%O1)xe>h@N0tc-G=K=?YZ{Cr}nNe)ipi2N+q_%JSUab(=Nc`tkxsC0PU{8
z=7^Av8%p}Mtb&58%4HJ`KLtNg0oBAvK7!^C8H!}UeeOg%T1ak^UJtcNufpL-<ZQuN
zN7qCmYqS=tdyWNQ0dvaT!2qpK)BzIhDlFdKng6Q_&RD8Q{g~2iJQm}%@FnBrcM@N6
zag8`v+zUqw#y@@*8f`;ph>?C|h#9}Cq+5wM7QJzEZu?~RIwL8G3El0^QqN|Z&yE!u
zAwxBEZifh&&_|O3;hMMpi;IU9;4^Y4Z4e9GB!$NnZIp=EJs}Dr+%_VD+mSpCO2@-X
z6zK=ZA5M@lpNeW9&6W?@VD|a|FJF{z!Q}dDUEdge@0*wpJkxzSV)u>M&C~Q0dR5#g
z{FC5OK)$Yqhf!gLOCx<f{<Os%@%l0E$1aHs9sINJS5fy|hFk`(F^Xq|1G;6t75i|O
za3JFKBIn@eSmGpo^I-EEElAN}B`VjdB6~9mQn$x@w-r?YFy}M7ImzM)Jkt*+q!zDW
zZFPGq+e@XK%cL;;DBz_NgHt6ujkEc-Kjxau1jQ6)5~YJCDL=~^#+}(6RVRHo*)fGg
zZ_~i00z-F)(f9V4cWzTxD+1;6I(kpi4Wb1OU(%84yA=ah9d1`0(~j<`_Rzqr2|_0t
zDlV;s>+`w8);^tmR9AU2jiez><@U;KByG7GZy&kj7dGhXX2Z<-H^@0s-j}D>Cc1ef
zL_&Smywd%Msz<Fls(f0apUu7&6Jgr1sP1CWNDF-vzP%Q$q}hXA-Sk`-G9b)Htw<9Y
z+xfcd=gAl&p$*mAo*tQWpib)+mCKhv7`0Hq+q==XAdEbLH)EKgzvR3rUbwqZ_%7bB
ztPFoLBC7uFz>i?Fn0LwM>WpM{y<Wrz;V>JJT5{0jFI5%zD-PVeAEYv=<(9&)YO+0m
zQw(s6nU4bFA&jClE;$lw`++)?SPKl?mKGjE9H#eXZRG_s8ZfH7gG^p)g`ulr;@`z9
zw?3d!6`^4|C8Y1YA|d;JH7UDo0&m@!ioPeIF$@qTRFKg%<tp9X#w=_a#$wHIp61WG
zbeP}FsfuH8;^FpKU!XPT<j`Mmy3PwEVqE~AWc!A@U00XFGR;R#TlXPe4|g>cEpiM#
z5I0nu41PUuyUeN98-NQfDb9Y8I+M;;k1LYUkQ>ik!@oJirk&YeGwE80(KLL$qji$d
zD_<=3Db0NPwfkovCjS%&w$~HrK>Cpyr+-m;kzZEe+`Lx}G~@%%z9GhvamuGcbtncx
zd>51)efF{pErh8fG3RrMXln?=5@_SX!j#8pb@l@J$-+b(R3;dWBMu^aLxs^Ao@H^M
zTCyFGL3i-Q$L+9Uj9A{NMX3e0jF^uPFFNU<zQN!KW$DMzC(AX3xhr8#Os(&+x+L)-
zikHoF(7iMt9*5%qmeJPd#HuX3VKy1mExPFq8Yn>ly8I5GrQWw1Oi4$?d@|gQe?tnR
z8<n8sLq?QYfujZ)2AlM$*Kp=#Ww?I8rn$J$3z|{t=c3Sb=&CT}GsRuMk^;Tgj4Nv$
zF)KYAQ5q{A%C=Kl5fuc=2ExpkU+l_DmvMAo`o9o>ch?xfxN&XqR(W$p^c90Qnc<F%
z_~8AFSo_c^l?s0GY3R{AcytHmm_{SAy&JU-gIM1+)gYp5mC1GwWi;)NaZ5M`co2?@
zN*e`b>2WeuBz*l#nW>X65n9KJwB-jb<sF|!+|g{7zQU$C^kS9J9w9W0(8Fs@RyM+P
zlh2CvgU?{&qZoICxLFEx()aX2ecxd@PQ1)NdDqU4+SwcW#J7QwLhFV}8*-pXa{Aq1
zRoHIH1wXK5%nvFcY4u%5g7j;=Z+Ddb`S|tn+Fy?YOU|-;Vg%_zY;Op6_wPai=;L-e
zet5YJ7e3>+ZVlf+vhWJXOD@z$-#IF`=(Gy4dyuNa=AnHmKqhJm<B6c0p_?6p>qso4
zH_=T@QZbJmTEy!DEt9BxafyIc!3$(z5#+ff#@Pbtk1*X}z+p`Bjk-yWTnVFV@^5hv
zKfdI7MwTgpRvIRLk5_UUt^m&z7$)3~bbNL-wuR}9g^<hSnL}VklZu!15CG>txCHf{
zTiYDM+f4mnk)vEDhFl6$ze(KBK2(?DZdWGZ&07u#8pyLl(g@-FM}}8xZ7bCCJ7vL7
zr!XO3pzQ;fUF9NQ-Qr6k+=Xc5O1Cx9lDmt!K=95ACR0mRX*UL1B9NaezxB)zi)!8P
zA5U7WKesbCxN~JI0B#VzgXBm57@({CR98l4tlaFJ9G{7|Z)M^FHK>jEAllv>(@YsG
zs4p8a%V@^#%c=e93^1j2r#(7xI>c&_8F(i^z>?o>`&I+GI>MaweB_=JHxIDAI*28d
zE@X|1hmD1hh^YaTo5ucNG_rA#T%;<)6XKdOS;8w_a!@VBZ}?RDVFAlXJ#VISK76ZR
z!ThrhFb+?ALm+<;XH~^UCp!N0>PE$$+gs|!wbzIb0Re`PbP2IthyP&oz4-Sa3LU+7
zeB&X<jO)M=MOxn1{c+R-jX}6SWc^-!kP>>qi@^DEMdUqKlI~P`xt9yuc?MNMlSdd@
z5}mK8C&`-DG+8v1&eUh@V*_QPxo}OmFRSKRxaSb^T1AQ{M@Hn|eIpDv1g(o8$sm>0
z@*5Bx`cH}xQ+p{$1PyjbHHE_BtY9lYyCJ}3<JQ9n!U4BBKZ8!Zcc7L>7o=Fv6$0MK
zDR!_RsBB7sG?@%0R)tt`s(CF;zA!~*nQ^q!q~u#_g+*q9)HUXL80;qnie#9iw~!|Y
zO24X3l_j9d_-kJ{3Vz0I!R#JH!$}D1JH6#}i&G2&pcqIsIM|*iV7bTB=f?yv<S}@_
zkK*2{bl*nc&xS~{ju8lNdCiNFav@z%OjY2)(!UGDHzB=-L<pJWKB>|>0#yY^6Oz?S
z=$Wzgg<C5%mzXc|jsT=e2u#_em}1(nPEZu<QitM9dXTFj1T36G=O|zgCyT5YI4|q`
zN7GH_IV1a6N$}-7P#ZSyJ+`E;D;AZngC?#7{mWNF?$ahmqkq`KVXj!{GdBs<Zz}5&
zKU|&QvtU&>h~v0$m1xwW;-YKum^-%lx~qW>!$t-WA<HoMb?{C_l;9P)V!I_dViu!u
zBRQ5z$TeZcE<tmL&tv3jY7O>!UATzB)NV&9NLUNtk1CsNNQ^nnoMagICH%X$#+LSv
zU1^fN1k~HW_B5tNx27`VM5aZhCT5G?2_G%nFr|kKMpWwB^M#<Brb*YY<zJdcx`8z>
zQ%#(Hln?N>`)=&sJo-naPS~%pqQ1NEL&&Frb9@m`PRG{#<9-?n2BBZL7^l%G2s4^!
z*)8y+FP%$h)5!|yFx8g1*6M}>k7;RPM!f>e(Lz$EQf|M^C`-jG6^ZRq_;Sf*&Rt+d
z>4yS&y4DCiC#-=jdi2l7?E^=43!G-znb(Q_C!h1bD^;4!=2Fi+%-&ZFOv&Y9hYS(9
z`?Oz+^tnZ6>RqgLs2Qx<8~#Wva{{;q^A~Y3$Z)59Wn>C-ts1jrZu@%3OV8aIyi`IK
zdCcj^Qj(u`^z$O-$*NbH2E@nY;2)nzgB?JEXu+H7R)-~)FH;~v3hB|&vZ2n^NE{vV
zVtXheR}>yeAEB{kd*E8m#I;!?t~K8L2y+8DzZPeOdK~RQAnt3)T<YL^C355YDM$TN
zQJX9Njjl%7fsu;wc#_vS%*|-fjMM<*JcGq`TBca1DJ<kV(y`}gw*+0|HQ9XiLYeli
znv#@sXNv)S?_L5&s)C+@AJ&cUqx&tz&6_!8iN_F6Vq{|*iVccq>~91ow)*!xXy2NV
z4fLmD69Wo2;VOM_rnY$40K{1LQuABd9Z=6R<3BH5w<gvl7L#9WEvy?&vG2JW0`k&e
z{HTEWk__O10Xr;c=#2tCXtY{V<4ofPo8muoh6OqK4NR|)ucqTXtswF`+#yB7nd;H?
z?^R53ggrpRg4|zJO>unwxI6s3$L#tQOn8{8xnfLq!O|MKH&%ehVva+=q&*zkW_=~y
zzH!?8NxMDsxX<S4-qOwZ>`m-R=&`NMRVtu!1zB05@j-PWbz$h{yWgGn)0-6b@Quuh
z6MO!O9Ce<W=v>Xn?X?=sJ#a04KlhV%qCfa3p%)-O<6raR|MJhv|1bG5$N$ItnEUtq
znCrLvnDe*8gdE`iCjC2!X8-N<A=_`K5C1O{>Oa!j|Mp}d`+qrz`5%*Bj{hU+)pgk6
zMfaPk*&2gVW3`Yx&Ouy0&#@af!p-YU3!OC0U$&81tH+Xc7JRtVhm$il=l+fwYFbzR
zu{@R$`@+w5Q1{#Y&W6b5^P?E$=Y!l&z8)<0n@kSp!hZ7o7HzHi<<FGj;d`kB#XpnY
z>Ba;prdj!NJ;r7p)s(@p=UKf0Ta0wdbe-ycC>d5aRQmYFI?+P4u_A1s(O6QHPYgoY
zPVnnlMlX^It7Ro8th45?1u=TK(O+nUx57#?Jn{=R^wwpZ@R$I;SJQp)dj)YTzJ$--
z4@>IzVUl}cFUgYO>Ch0V#*hX{y1%0{F3wPVqgEAY`eH0qkon>jejP;*F`D!mTm!<7
zBUvP4kC|m|j90Kmg5eS!w9zA}I`8At<obBUGEJ(|@2)2n^;m~2EE}TYD?`pOm>dpb
zs$8d-o_w8;XKD-5-Pv1cn%G#+{gjM9Z_j_3XOAk&6sSkESm}YVrouebtW-{FdL`3R
z!pK6n!8(1z)>tb?+nDLZo0rXxepnfk)9#el!#zonlR>pF51*GGVPz-KXbO^TfuyXu
zXGd-^s-=^ihhFPFv>CqjolihBm{>d=l~}ur#D(yua_IvMnM|)^Ah*})b9Lgby;?cW
ztjkPii%31=<nWJo_Rd?zD02-)V{sr;!5AGbul1aUEO7$Gi{95_Am#1&r;!lb%NF8w
zHC?%qM0z@sW$Cc1_rdE!s@$F0k?$rYv^ofl@P_ZUIN7lCD-qGTck+NR%J{f3k8BRT
zUklhvSeS&MuE}viI3aGGd##7~-ZgT;D}C5)Bx(mteCYW~cF<SbNw9`R>(;>se>)<#
zSlyCTwqjm3uHG=>=f4YIqU+j_b{Oe&vm2KEp+GlX3BrlwF~ywV2MyuWo!<MTw=AyZ
zxb%t^vh){nJ?U9%PRpzpRU2X5G|?Wms>Su~I)u3U5wU&wC*FyvSO+e?y(nie=pVDx
z9sN3}C#{h1E2?|^eR;OKbOodPGRCVd)_-)v{xJLS;YGzO1pGi_=2K#^i|1~)BH_WN
zcdF>7-U#^YV+!yPrvlDm>y7B9eZDmjrNvh=wvQn*ZVZ=r{zGe5EdoxmdzHnyjJ=qc
zd_faRF^eIRMA;yp2%sNm|DwCWiko(mm3>^e&n^~Opt;#)@0L5hR{-+X-Nj4e0kydx
z7#E^Ti0PmR$_Ts_)OXV-hAPf(!l_vI^u4m$@%na@Oy+cbTxZ0S>lm)Nm3APhrBK4C
zzx}u+cTolnlzg(|J1@f5r4p^TiXLlk?6Q!Sj&!*mhcO(@TlRQ2!y195t9zr<poo8N
zc4UvLxjfd|CcIAaRSP24L*NYl_6@HDp=lLfj($Y8<<b6!_V=D!nbU_=R%F=OXE`)q
zGO=)-4c3%po#y&zNK~`<5CCQ%ZVI2KObhz~77&OqM`!i4zezW`k9=^<g{$^Qt#9}o
zXPc;;7B%<ulnlS~l9=^Wz6>R_sYpM4w0l9&q9q&z!(sFm?=`CxAYdbI`NHvm*t?YG
zTTdge1V4drP1ESd)m|*t&<+S~+tc*P_Ua1&qi{jcw&?dBB#hXA$`|G*6`N<<QZ2VJ
zuqf3teVZuBnd#&0%oL5@MWUiGP>{Ugi%|#4CVbHNY+V%G@w}q6R74pGv25J1l<5TD
z&T2Aog<rB3M<O*;%VV$_w7xRtFfD*wclw;pfaaIpAoDdqy_D0^+{Vg1k|U_RIuYiD
zzNP)1)FOi}5XNSodiVg=<>UJz^%{64wC5o22zHs5P5tlg5)~`Hp(_Rwxk=UfsmYnz
ze=<(tk+)8#i^rmJ{~pfBmGSmdUFXB4e{tD-Ycjo|sO)>^Y_XD{Rep7qoY>WoGFB#3
ze_1Z3t>k>Da^2!$d5Q8G1;Y-QFQ!Fbh)0<}f0ZXPubF?ik^gG#zW8#RSl3XfI_a&U
zdZZ#&{VvUF?%kZAxC_JuXYv@n1;(!6>WK6#W!BmHYjR_}$(%3M3cAH&7P|Nri#2xX
zjjKi$-^){UYsx18@D1Umag9Lil4{bY0pt|pQ-i00rEkERuc<|9bh{TW*T_@sIY+M+
z&d|q@xL>L~U2L6Pcr2VfZ>b@;pv*T9a<LG|p(wMThEXcNnhKb4%uOA2&V@QeJlCYw
zB;L&_2AqFiP4TWc+uN+MX}v4ggAz|uk}OlyOnVAg?zxQ2w(YvldV<)q)*NF5j*5_G
z3KTTtN7hAsB$gXbubom2L{j)D5+-j~HeXiBT&jqko-9VMi(fKZV^{WJ)rcM}g*;da
zOLz{cq{T+YS<+;(x<D*+f+e!Ae94wX390k!sldsiAHi*8g2TgfO~KPq7;Y*lk-Z7>
zP~i$iR86#}cvuCK#ln`{Ri%q?X<W0U4Ul$ym2<aj1S(wPkD7K~65#p9#S4yuL{Ci~
z1|}Pgzcooj)Fp>ZeN7t0a@$C?<Q#n<%)wbbQQ&4O+YIG3w@#DjYTBE&@#ed(&_nJl
z=Z+^ErzU4|!`o*ib+7$qda%mkM-Zw@HJ8EnZ8_ue*oG<o!I`q2m!+vyC{a#RKU_`T
zqWONkz4I`AF3ZL%Oe-bC`o>mYuc|3ktE;?tp~A+6pch15ZccojEp7@o#^PT6{j<Y~
z?;K|$)y?afp*lP5Dr?`!f)7zlrXC!DYQUBGba#+N@q9B|$M*OXOfjD3HEJ>AEA`{0
zrX)Q(mSR6mg);4heXe&al1U@{>*&G#zx?3SBJz9uOEa%RW3vI7#ioI!W^0&15CtWM
zx<A8N8-<nYg4B1Vvg%MBpmmyNR}*l-##{HMLQe}UbK_5$scslHRR2-iV`kEQw@?Bf
z0ebv6&QSj7dUz4|)Wd3@UKvFqmx%f6G!2an3B`KO@gn0jcI(DY#Yau1L?g}2NmL6A
zRk|zfw*0?cMoICQKRNg)<VW}rTDp&9(`n=J<bfBzQQ56y%10U6t=7|M^zs8TX|Ti3
z*Vy5K9bOvjDylW*O15B!htILBxt4~k3);gGSn~V2hRd`qn!b71OjaE(Y3>$VX>alt
zrQEwo!@;Ymls^85ucECaf!Jh0HmDNz!>fwdYeP1o3$@4ETxG9JxzTzW(e0!EwnKBB
z9wxiy`0;z1-LRa3PmlK+j@!F9j42vp5{zKU3XIq4tr|NS!IDLSB^&)I8QGO14<@>R
zj$fV28BSO9fWcTVr&um>-K++1scAiD`si_egDN>?r0C;mfU8)eU_YfopW<U9Q=-<|
zSdsAp`;lhj5fXqK&005DATRE(MP;X0l3ZB^9r5FarwvNkC_|Mh^28R6l?LY>P@`Pp
zT^*-ln(-RCMPui?2TdjbcrJ~o7C7;j*W_ARYFLPLp+#B9DIYVCb8Q)J37S{x2PIZ6
zb(>7PfSHOldx_?cjQVw-E>C7pEYk-q@sLgS9dCpgAgNC+i@G&R^iL0i%WXTuG|_+}
z@EO}jp%ym&Q0b3iDoRjO;q*~(Et|_hu!$uB8=IREmZgpekH}$Y{IS9Eb$By6*N)Pz
zoQ;KaO%YZuoEZu*wc{_#ZI2n)I+FVITP$f34D#+^=BGG^e4zMX%<eH+j;*?Lg?>a;
zxIY>(?nn(Jx&(Cz?Z(PH7q;oSuZ09|b&5U%W)d}*LzoD{U6Ayk&+@I}`Gxkx<unu}
zv0uqMpLAVJ#wEl@_WMp$hm3_9P#9{g*yk{vTdK{nywJaG>Qy-|MO*r8$a8%`)Tl8a
zS{{T2yRyY>=8<<0{#ru{f)Iv~%7n~?G5Po{@N0Ki$+wiqOT0^Tb|zav>@Npa-hJjj
zGC)DoXH~|-2c|Y@3zB=<#g|l5JY9+>K{@jK=KV`vDDmGLe1?3B@Y}9YAfLD*eO;fe
ztBI9G{7HyW)aNSCOE~#v356LRN#?A^QBfqTG-j}%P*Ad`7Argq<cA_FV^ATCY5QOJ
zt}+@=ylC^sqaE;9bY@P38VpmnJb_#NE@#5`x|K-TJel4+*j1HlbD^6Z#>&qM@V{t#
z$0*H$B~i4?MweY(w(Tz4wr#tr%eHOXwr$(CeXGyBw`R_}XJ*~E=FYFojQG|U85t3K
z?TCzsjZ>%b6QT#{3UVy|214fd?#?jfo6m@kZD4Qxt$}<3<;qQCrQj&boKnD(wVC3d
zi}w#PJa4f_tCSNx1U4+65iDf%5?9lC1gz;-Lf6EsV4;NK2!G+)7}2Gw!8rAyD7g@A
z#mIuD4UviD_;}Q43@2YV)I6A$FC$lA-&{pPZ1SWJR%|OhX&CXDM=`-7S6NaCVREyN
zXz(t(%M(74MtR4wW=OQzPv*(6S&R~iw&g?WhrRNr05WkNR7crRx3$o#DCS|dXEV|_
zD~L=>;{vBD{^|_o>`2e(FjLSCPBfF=F=2{|D@ROGb#PB|<t66jM(0(j)+$>ni^7(E
z(CRRbG3rZ7i>w>^;-%n^D4N@yt{*@@YL8&g{*^;Y|4$uI{yPpS<Nu&T%J?50(toaK
z`wvd&f8!?iAFkzp?s)zmSDi61u`&Kr)tSHYTI3!xg6EU+wc!ubnZ;u(C~!anBi{ka
z>J>q~UvMV_e2JzF^tB5y^G>zeU5Z7avFDefIIWT~g0(71@<p3pZRf&w6D(I>FE@82
zh^f|HAJ->&s-DXgn_nMA)AN0&AJnhbCirz6mAT1;CRl0B!M^RZBh0~&bsQD#j1SIT
ze9Uqyw4@4Hd6HQE0V@V;Is_azdmej_{k0^}vz+v2wBUXH=dcu0tN@BX#7kBb2O}zp
zVH<75mZINjHlse>_EdR7+iUi}B+rELu<HtMx)GBtPt@~4=h6+4p&FvPmd{+%2CA{>
zm>b4xmKUVC<}%iJ-U%1_XeiC_YLl@G*R;&A7Ih9sv{AL(N!G5PQj{g4)Wv2z`-Q!4
z^U~+Js=J{|R>C|i2T9B$pSv&mSi7EE`sarslP^h!VqE%zkQ_vM{HBcszv|wGPT#Ow
zED@0~Z|8`IA>)Kp;p-~m(&N>zf1)~H4liSKF4wYLZr}u{KXZ}!I`nyc4Y=QvFXo$j
zdX1z8-ZzG4!48OCncz6RUmaKJzZg^nZsMG^Z|O0^y+169<9>8+zj1u_=PXl`EM2pt
z>E%ZResSscyk6EK1{QI>#1MiuXr3p~=bq7$P}H`>xrnsi`Kf9Qwtnmkl|C51?h@E~
zsF&uQeD!SS=~ZN6BsN#Kb0zaX)mjVI5lpa@gKGUkiJMzCzUCb-gqvW8WR6d0lQuX|
z!`B<b2+Y@wpN7JBtuuaHjCv7OSFK^K{8jPXTTJ@QLU;g4dWxNRSK@kaLNN9<xK;j>
ztoZ;7d_;+k$GhyPXI<Sfb8hfAcv$luehP9}FQ>dTLvH_z;3Tz8eaQ!_+e0%|M+BU+
z@pemjfY1C)$xpBW4j!=%;VdJZca^H^1zdK{u3^i#2zk^aOy<W+YlFR8y|>!NLK<NX
z8Q&DHqd4rUMKOGW8Nk8(aN(<WN2w-Vm=KFy*H<%l@s$unXaRPqJNX~TD8m?hKb7<{
zfNf*$q;Vj0I$=szv~|tmH#jdTqF0%T2J%Z7X~_EMuh4hEug_Pq3dSUL3U$txf3z=)
zyiWxBwk!H08eCNFA?DnqzjipHS^dz|bWTPETQMiu4xPg%MTk4n{auB(jz9cLZnKf6
zP`d(b%A1z=YXrDp{GHe{Xq#05?N1X@V}0YHibl3g1v>juQmMISCVXpp#-OM`lV$p#
zD~d&vH*CWUlJ85_Z_7-%0?GZKNLsQ0$47SCx#H!ly^2V?iJ9aWX{h7Bo=Yo-3OAJq
zK$Y;7B2P&z-R_`oI!o?{K{*6-sfLUY5-hrpFz~9A=m*z^!2G|e{B7u@P0eIN%L?si
z@cq1)81$|Pn_|+o(Y-Q}6QsEn#n=?d&x&b04q>J=u!h+(JKbn+xt9yE48!W;$3EMD
zW6qreaNSy;s|pH9OQLNGziRHf&iN=))M`8?l+=Jm<TS8>1{Za3?Vf>*@%A97kfW(+
zVd=Eq<^&=k5Td{@EA7^PtvXaP-}ESCAT&hfmt)gSk*l=K9pFdlhi^>?Q60#p#-ekh
zj7`|xiE6PF+m_iy2gl-W=fxCUxllqjZY1!q2G9Q)pM>|W`MrnD+((Ati{*(OsK<I^
z%zsjxEoi$1Zxl6o1}y|E0L=%^g2GQ5JBx2$19=sC@#y@C?mm{=i0lqa#k}CizzOll
z;S#D(Jno9dpdZ=CxLoKRa{=DcWa^Mu)Fb2rNvuB?Z)QL1f@BBCi6No7)KMXh7c11R
zsia-nDBl8hSQk%ZkX70M=y3^M8<FXrJk`#4n}a9$V}sRK&2$_S)e^%bR+myTkdi`i
z8q#`^6eCrQnP~`AQD_Py!+1H_h9M#PrXXoSs)dE$()zppg7Zh)xJXsUagKF~kqwP(
zyhA7PE{M0Dodr2TLD?6+B*-Lo=IExFMh?=WToz%JYtww#)&a5bvJCS)sT|mY6uc9x
z3IAud@wSjaLccmqx_l@eW3|7Pbw4+mFZQimH*sx{%4j!AhFz})rX=`_20cOxqHwiT
zSONhg?P^?&h1!bx)IFgpBglwk0c1+9K@0p``VEUtz6fjC-0+(Zk60!#$ji}q<A8v<
zm)z@41J%kQLD=MXUzMrlu2o4aM;7chuu>HU?TnjX@a(w{MQ=9Vj%u?@O_i4^`#5IK
zFdt1nL+mPBEUC8UzH<bZYhMM+F|HJw^f-Ra9Z0yLpkESsIi!co*$6NJjrRqA(l%Q!
zBl7}%ks;_Xda{XPWTg>_V(_gS40V6S0sW-IAf|@0IW6`-Tz+^myeYh44GBwrsu4sI
zDrZ}XL%}Gqz?vZtrgs<b7G6Y6I5~HtbW2gBg%3}?5j|x>xO1&6dYpBjk?OQyf>KY&
zyqz9T&L33`sEP~5QE=bT5u0PyraYxW*ZWYysO^@pL()<y!b_&@8!zUfq8VMl4|mg@
zMF4T&>aIM;>>;R89I_Wq{_SUVJn7fMO?D{BTNX^(Z)$;cJ=_$1QwsF?tN8?@JJH|I
z>=%oP>^rX28Qf|msSl!DBsUS<EY&C~sA=Z`c`~tS_ll#MtLWgxFlMr?_VcVHiU4NZ
zpkTD1+zX(-msNU6@I|<qL1Q|D_Q~3!C=QY=ry!*>YZn>%f`TdLeymb92Stv;rC764
z8Wzgfk<e7PLx&TIgnj?LTo`I*0J?PbDy`U2Xp5m-Z_)G~Js9MrXF+ep-Zh{`RZBR3
z{<)){K`jO2{a4|vgrg9A4=kiicqis5nEZ(mU6=%Iw0j&q0RjC8cC`OE;`PpKam(QM
zpUmn=9K+aiNxpbHf~+oagI+25Ap9^Hw4%In7c5Z>TorT^QdNY6th}wv3-Q3p$a=%X
zO1+#Ft~b<H_ht4Rzdrs>TKD((<*umi{J0QBUp12lu7oa^q6Gh0vpdHS;?>nS*-wR{
zWVZ~)L!Kh%QNB^o?&6rl&Q1L;;=Ha?8yh~88qy~Ic63im8@w%ErDEiiZe^CscC_u5
zG`~vylj!N^%=*$uoL(SemU#ic6<>^J3&~`1GeURT`inh(&*OQuBOe#vQy{U)6Q7MW
zg?5<#6FnsgXoX`<dVuWMnrbZEBJ~iMYCc=~TnB3wQtg38T-SSvoF?Ixu#*2z6>aC!
z{`k9x3XW|kClMt-;%G^s;IM6Z*AzmH5I(s~Z32z@jBqMii-0OkA_fq!QmfNH;F}2w
z@r72@aX*+T$Ygf;s0JDk4fc>?Joj|4%mD<a3zgl;1F$n&WPdPNo9#eSryRP}cWClu
zTd0{0UZg#nq)XbW^Xov8!TKW~j7$;DH{J)MMg5vJ*+;d`en^=T>V@FXVT~L-lpW<9
zau2_QNuo{+SELuY6Y1sN9py7C>s~rB#IlGBk2>N5_Q(*EY#_xNd#BO3NjSes<E7$Y
zh<K$`BAoQbS!=l?JM_(K(O%F0tlowclFwrNfgtiYmGV`E*=rVT^D;}wF0HInU@>v!
zTt>QXw}&DBr6xceB7f;If^*;1RJM28XJuOawtMAdJpYIy_uk-xK7LG&r{6MN<SOZR
zTwT4IO%;i8p=x161~&R*MXS;7kH2~Z9m70AZLQCF_L7ZNF^q<#P7<^mHr<$Qj(=f3
zp;!^8sc2SPDS{LaTR4OH42)DJJ56j`NhYJKHD8f-y+^^?Y`El#nap*|S5f=_<AZAF
z<bf>n5v~?`z`BhWkWPzJdy&=v2vgtN%ywOkQ;M?jVq~+C);6nEHn-I=q`FGBHqhP}
zAs(0NeWyy}f8fWEmqsL2+xrNAw1cx0Sg+_|>QRt@wuU9K6q*coWY)K*7`Njju&ZU*
zpLVJV%~bb!LmNkpKGr>EpE0oPVzbOjVtQ%>ls~d-UQG5(rH}8hm1{Av!w(?+UT10h
zs!8>@dPdiG&%WW+rOmvzOlgcZ=*>Gu?!VvBvplmN+I?F@Wq%NBlnZNDTa*b-#Gx3{
z7uZ-jTy+qo>9C;s))e1I|8aRu=HlLEpEa&ytt@f}vsW1*7Pe2wJ0)!$tv^-LGt}Vy
znDu3eKQFujYH&vKOoC0(do-C#y6|p{(1}2LXROZe{oD|l)%GCb!vpLS!IV%(aHcLs
zfzkq>xx2gFS&1~kTXirYWHW*B!4fB)kNdjW{F#D(NUhEWJLhTv5Nwo^|IQE-iC;A=
zpn-x+@Ydar&!hism;j&&5NCK2))3b|`gs>cCP3ID?WpY1U*{mG$pBB<EDb1|IX29j
z7;YkOu^1}K(zCWvY6H-Y-MKD~;!;{TTCo8wQLB*)%V`)#%uE3geIVG41)q64d)Gh0
z1e%gd1W^0d;{_Pz-h)P|b$cq+9wLE|iBSnnlF_o*SaO=gvbREV`kjJsrYFBtV*p0)
zzm8WE1Vx7hEQ2ui$1=jKR*NX8|GECABeBtjw4ebp?Y=<`P>b25xD+9L7*$eOQTFx}
zu;Bdlw`f_4#|jEAzlk5deH{t-uh2}iE6zM1^p0a%J9@zK(}WI~>FT$hY{ncVi3>5X
zT5uBI6vf2??6JrX`dyc=eUW2`{A71d=cMO%7HhYCX(%&Q8+f!#s<HfWAn=X##Wg<+
znI%NJCsEc`oAWB4a7-u@^>)K1gH=i9&}#(jH64atz!_-a__5^%H>U$mqDjhe>%d3l
zb=9c66653uW-IoObL*q5Yg!N1pohKlgz%5xn>0)L?6;hyL`WgswaHs&vnD?;+wMMS
z$^zU5y|yz7s!VwfR~HJLyI{mE+{-#^ZxFN}KMg`}{-y8zPn}Z!JH9v5|E%x*@Ate6
z|KT$D|JI%Ff0;y0|6e9i|Lr6D|F3!YcSr31&|dw&x<h7Ur2A)AzC6j&dQAvnXzNY>
zJPl~Lf7Qmh#e*~yP}BormRNAQxGJ@ew+3B3f)WJDGOO!j;(W4_$W^EU?nwyl{Z9H4
z+M6NW^Tw7=>U0QK+r#DKQbO^xC`&7&Ly4s7kc4K_t91V0aerX_y-iMNqAL>(%DCIQ
z%);7Xj$+AluI%MORQAp8^Jt`eR#CC+rNtK)htqjfp_N4a*|1bfxx>t}3NvVtC-kB|
zIk18}!Y6BNf&3jK=xi1>?4ULMA%NQ0@+WNB((@fCT;v{nzp10PnsR!e{UpoIGMnh0
zp4uRRS&QOcweMFGKVvZkXD6j`VKX#O&_(|4$2<~TvE_GF02$V1d^L6KpbP$~Zh`jh
z%&qoamh>kZ&xo#5t5d0EeH~=&9)?Q)$WruHP`lo$1ixuntG;R34hC^i1*0Ne0t1xz
zP*$`rb)hLhnO_xD1G(;sGf?STNk3ybvX?f9XRzqj_K_qjLZuUk?Y&^T|LS2H)~3|a
zT1nG0!@6NRY?0ud=LuHD>611N&E-V1N)}j>8r2v#%~303w4w*Cb3w_R+K|U!lFJY2
zZk0<h)GO@B>Drt26Em3;e@Pd5jz6U-GgP#kJboImUm?xVOMOZ~3^zB)&o0w*yZj}N
zOOIxU^+7?70F7+)O~21j!>t0Ia24WW9-hy@I7>ITApjcJf)|xV^23A&&7YyKbL$5g
zfV!~(u}~U4Wac+>s5D95(Vf5iqr#5S3b$1&6L%1j@OsrS^Nf_18lz_NXHSdkw;y-<
zGjg3^=Zw@szdmG~2B^HsM;l$7qV=lU3gtP9f-p690#Mn~$C4w62AI=vH&^xw$}7t^
z+8#cBz&ZIySlr#YDM%@;E%xPs3g4WgI~Ds4VJxnkb)Gpdy_niF@JSpI(My7C@bxj2
znquhuK$r=%3!IXf91;|%k<O*-Xxyl@$WCz5qEFk@%Oh&I!2n!~sjzn35;KC@C>lGX
zSB%=eJg)S)oENuRx_@quTjQ{Nbg-^?-0g@egM%o;3PG`PjsGdM0g)o>%%?Y>AxL++
zSE#WvAJ4TEPsIr*gRy3A0lysomD5SEk9o`*?4T~8PC8P08fN1`YDq`Uf(oX<s~n_;
z)E$xw4Qnm6EuaV-#6n_|drGk}?{4r*G<Sv9?i7q+Jt#nm7SREz9y}wuCRqxsL~I=W
zja1h+T@HVk%tW-X8kns@J^E>eW4|2c>T}TL;x%|>%x<w?sUu_Xz}H<rU=g(Gc<ndL
z<J9!}YG?XFVQJ`5A@_ND%ND+Q#HwvdXO&UGNm%Cyaho>jv)6e=*u`ViZe7DAi^Xix
zvzb<R6!N`1tJ)qK;F399Xg4z}IfNj*U<<g5J-Kgjs9<-R{7(TzO2EzZ&_CmHKf#U2
z0U^~W0rB+XrK&t>P<?(K#b4XOszuAIw5Kmkj41%OsR#zY*cIz|<;gxP9#@o&87`x3
zvwi{|l|JoQqg~(_-Ak@>YS=OD`KR7c&4=GH&5z@K42cz<>5ZtUgj-wQ++u%z*mQFl
zb&IbH%N}O3kX+`G+fAh*KFK1t98H9{(~GY|8SQ5JqO_pW3!N~wvd};Irpxz^v6=8n
z>E76BvCv%Ef1xhFRrakA>39dmJz+SB!@g2TT+sS?k9o8Laqk35V%G$+7+cJMG_PLT
zk2K!1PjKsA>6=|(qg?o5Vt6c@2UJXe24WObJcKg;q)poU0i4jZ5m?v-)^XK0+|Mta
z3*Mnad@P!fjXDm@Rf2Huo02VU1mHG;l_Sk7J}r)(=is!;{?ko#l5FPytNvF}wF_HS
zS`se*Rn+gT#nl(^k2E5_s5;<Dq_eQ1ds{TE;wX;FD6n0iH_(`*z-(#_F!ojoFU>^O
zd1u<S`s$wn^xaGur7SKU5nwg6OQ=QT-Ft1cQxHtwVghxsFZC%7W%?EqjDTV}z-GGH
zx0qnSjY<I^)ye_>is@KJs}g|spSP05eEkfX32w>2KZb2PsOnGb&W*JO$f($%3@TZs
zOK9skhdQO3w~CWuno3*D<yd%QnLGhppGTTEk%qV`i#&5U0dY|rYI1kz&zwS355kZm
z$s1+@_06|ZYaB~`>_3Zx$Li`5e8n-(eRZW1JKHqU5J<kgW|}J}B9TFT-QL69=V}qG
zQ+?0ps+D#DZ~Kd3i5prQa7i}4<!~b8tT<HT?y%ocL9o)*em8X-VaYe8xiDL>G9X-*
zUEOk@tCaAc6;Rq@WztmGeZGkmEhv!-n&aa2D)OWgb<iPh@IDoDF6?C?+Y7UBz^;JX
zYO)I^&aGj^qt7;<;>i0lTQlgV_-~F-`qg%}9Bjp(mYeC*k)^@R)>0;Ms(k9Sh^t8T
z!Hv;$VnuUWn}K3>QV=vp*&u8I17ofm?e7BhJ^_J`In(46eD26cKb^>*&K0zt&2R-!
z2eAP9Nk@O(9s=tr2*SJC1Jae^2e-5Nh!{Z#^ho@Yo5m038`NXBtZE}r=jW9o`?-%)
zPbjbAo4!aj9L38x^t-(M($xCd3J_eEIB*KG(ct;*c>BB7m*dxre~rK|x={L%cD5Ka
z#TbFjbdm5<5qxVY!dO*&Sz5#pq<WFu=$dpXdjmh>VGgpL{funY7d%R-O;r{W2CAE3
zH1)o^hI-z&hIFO@nN+>j-ilS)z`<o+egCM7En|ehmG8$%#2KVfXoDt!WX+qsIr1UA
z&pzoW;oYHtoq}Mjt35tjDgMYec?qKsgB}S&`Dy$SzCqHA=w^a9y8o}vJ=#_6jLij}
z6Ckt!#15T+YF{LUEy!zKI#m@cY9?d2z>6aBB8>y%mmmcDru-&U1pH<pc!cr~X$nCw
znF)jdnST7FRMRb}SggI63mX{KFd3!R<k{hYCp^e|s@hY%<?Fqt?Bf7}({FRwHnro_
zO210e(oz?zaow%)W*p0GhCOxlc8?%$p7W-;Rv3by-?m7Gp|1A1tflw^?QF7GiZObd
z>7>MU0yR3sp=2g8dU*P58A6*BqPJ3Ftga*`N?zb$an6eqBhnT{n<nD!1=7n>SEH?H
z)YWOQ(z&hXhzpG<C9q`xeb{47Q64P)Peo~0K=VuB5009ttt!)5*3AX{hQ2(fbC$1d
zo4vyDsJZ~I4Lg;fSC9=*J(J<gmWbBw%-w>8wII@9`mXBl5V}ap&(@xF(>3xg1Eh0L
z7bUNd-YmL!mN}c-RWO@$R^(+KCk)LF?SbrlS48QN%B?im8mE@`J6cH0g=>D0R=vf<
z3N}awkcSf`zIo(IwANC{Sc)~iuJ)xm^y0{r$tAvICN;i)Eh(aMPJFay1NL^Hlnt*u
zmEdpz38CzesP5G3;&Va5`j<cL9BS8>Z{E060X@j7jt{#w>eSlTmpWMPX#rlQK#J;S
zdU8bRFr~HBxR9bjA`6Mp2qhgwa)>IVnt{@=ij?ty#Atr+ZUw6ogq{b2Eaxj>^BZwW
zmy?@}EZ1XpvpLD%dF1yTtL5M3;|>=DQ7IkFBfSkFfMU;dkj-J=zj?Mza1-%-{*>;z
z#A!kdyXbe+;>aQa@Zjwkg1M}m6xR>c4a?#wHg-{&uvKaXw3Rtx*+Y|3kv3!6u3Ecp
zksH&Ioo17`LDr7jiQVh#`F>d{8$goUl5!E^>}=MgRKAgf4Wzj#m2HJ<QVTC~I7G=E
z<lowhwWUG(4EiZVwRBTIwb=U9yg%UmQkl9rX!*;HX8P;*y#aD$jZ<vIhI)<magJv8
z1RbhSp(TE-Nwi)1{nFC}X6&s|SjRGgAgnRY);Q+ro3NuL(nkT0Rwj;XSU#=?98knN
zHPlJu)zAC~j7v^)?rM;FbKb{K<;C%dS5#_`<d&pGY~ebn84m}3>%F*|V~9?HBQ=(z
z=a=m@zn_G1tOJWBe%uSs&snfL>H1`JBM1SDaE)_A%nn6fE+#0irCm>8${4v5wXG#>
zJ?$!ga3upvxR!OZh72j*1zE%TJVDMO<gLOZCOOxR`^YBH;n(wnp!BQPC`h1n8G)1v
z{Zlr|R$ha$bWP8-PA2*#T${_h8VE(VG&W9BVgY4Ce(_|ahcg(bY!3nXEb`>wlL!y_
zA+mF~QB$3I9Vgv+Eje~|^&WfWt&N~332pgBhy1k2136~xyNu_g>`2vw?qCxND!g+d
z-brK3Y}_OQ{*3DTiO-D-Y7Zues&Pp*JjUXK7W_r)AT-$>?{Y7sRdFi^C~c2U8-<*j
zztOt0yMxJE*l;rv!I}dxH5R3RPZPF^*gnSP)8fm=%eXwYnN-G0o49r}Bwk*>l9KAJ
zRig|XM9<!8AH28IpsG2A65j2BlEz&qOF%AVKHbES4#@k4udTU1-Th#;V7fjM&O2jc
z6b@U46luQ`=sts%p<;uGynJ1)-{t2<H@fJ{BVrE&1qUTyF|K^`=NOmulu>n+Q*=tO
z9QP&CM){Y8f_BDY1A-j=&?Nqdy~3?1!Jgb5Z{SyAmU@f*^31UE1EgXul(EI6oPbeY
z@3h<Fn8nMLGe?nWnbO*A4w9JbytJ#2KsL}D3$UUVdBvm~pW#r%j~f*M-x(Bs%w?Z9
zcl;i)(SFWTpAb~ONLdPJE_!iv+7VQ!GW1xIBYIveqB-D<pg=uc7ehxXJX~^`1esx;
z)C<2${n-+f7)Cn=CaMyuL$qENgZ)}M@&ix#61;E{8Gm7Pr*aB4rpS^7D*hLF(tUxD
z9$flDt*m)6savImJM;Cmo}w$ujDlyC0a@&Z(hOAAdaKYV%DSzzYwSMeJx1l9dAbG(
z@};7mnF+F?QWeN8Bh8(vln2at&VfqkyLyRV8Ur<}W!;5M4S^2s+NV20r#n=wdkJdk
z6L@=eT`^JdD`l9Ro12U437Q<3n9+lV>B<;_)-Rs|JveE-onZ5|2a-~lQM&ty6%?j@
zDvj8HaGhY(;v|xp`q3Ri8+azAw&dQ<diqP?y4TZ(R(eDqGm3R?EaF&zKEIPHN)QJO
zqTJ&4DV`&80$x(jd~q72TgS#~@)=^)*XwTg__>9`Co$u3E)fG44Kr($EE$D_I7Z|A
z;iQ)8wI#88@zPt3Ch&dik=TJ%LC-5|*cOR>02u7_eT#UHym(F339$Z*=XUrDv&K$2
z@Nusg#T_;J0>N2etkvT7R-jn;)E-g?dRN9+#FkL8bhRd0G|bu8Wn!0dgaj6m+!HQn
z+Hy;9716-rzL5L4uSgUg1X84-G%r~XaUQ*xHZ~i$iFYs6k%R(wc&q_XUJ(yB+}|`e
ztmd+m6R35u?um|;h06HOKPn9npJk`nv7Ku!Y|Af<<u>Hpy=9MXlmv8KU@H(My&jv~
z<kFV<QTa3Tj@7o!E{S>Xe0@l1cb!;&XNKe=Nu@vo9^<H8mE7D<6)fIr{icsl-SjYk
zs4^f1hx|>BP;#Ot|2Sf-IF^f7@xF0>abL18FHjJ>O)muD*DI<(d|r4pZw}f{<wlc~
zhv8y*zPZ#r0LA8q92&?iu06gmi$$^X=QbjAp1w@<vP6NuhsolDdn;$!?6L8zGT2qg
zP87OI-cS$01?SF6X(D&P5DRVg;<cP}bY-Yqw~k&M1AdZ}F~5lU(s3@hZ`TFWZJ~>9
zOSJw&O={v84s%N)d$MG<HQD{~%ao6aq8kBaCJeKuy}IT&LIcFp-M2}#!6gDeAG&01
zv9l($t}dxbc={NvukLhtAYxh$WuY`M1F_Pf%iVs4Fvao$I@dc87FANw8Au%{kK5EZ
zBuwG*OYyD2Ilq|x2sl;xiO2Kx&hO=<3*ZN5SOM<841fJ!tA$|xpACQgd#?b7U;l_l
z{Y@01)Bf%v@b7`K|3>b~KSEOfY3>Qb|8da+BRvcKKjog(C#^+d{_S{tMCP)BE$k3?
zzK0K99qAll00$0#v0zklJj}%)wjVQ7QM1>yg&!u^pr#mV;6fubdq0&Gq~|%YJBIsq
zlim4pc)-*7_Srx_-?Y`~_L0%*-q7j(a#+O2CE-l7bl4R@Z|3Q3Oj-YDOKD~DxK+M#
zp-}$J*;!Tf=uG=cDS$duu7U;9YhI~>hg|-cdbPJ|@HAIma^Ymv^{A_^PrviDmX|A_
zYU|?&Pdi1z(s#NGPCD@B%wxg83^TPPig!&9@xfN+gS8mOW1Z)Xq;0xKw`w!c=(FqO
z&tlND4o40mQryR`ci>Q#-C3<}|B$E2*W<Dkh7$(@%UiZp;I$*#TOUf+HscGd4&RQu
zOOo=+8{^DJ(L2u>?xn{y25uc+MYz?k&a)->EY{ij3|L#*@X6+YYzy~>F6GX)oUC4i
z!ReRs0@#c<OUC91)3{!z6xQ51#R#Cq)^X)V8^glIDE`e}mFt^j9xjVJVs|&0r)kTC
zhfe#dZzs~Dc<_1qhot+K7nrx%mq##<Xj=Qp5wur@eegU@e!x*f<-+Kj*~UkD(aR9y
z{Ty?=p`d5D%E~sNR*yoeMb;YpkGP4(SFiOq@67{8kLnYWXKI_bw`=>N!0QXl9%A(2
zM7sJ7tHxxotN1N7``V@}y62u3fWW~*FNCR_6W}og*2SF{lg(WHSN3sLOWQ$m*nKY6
z3GBwR9SA8QSF7x#Pn+8-_@xl>m45HO%ino#)vq6G(+UGCIMo+UL16-7y}i5Oh)xK6
zjOtI(hqph<)`b^%o-mzmsZGZ2+AsN6AG`SAHeo!;{O#Pme~l0M{NRrbl8oAlgH0}3
z`aDC|{`DKRL%gsVa~UHRv7~(~a!wbN6ajG+RzG>-dCex7(5>dKXfJN)ev<V}pIPia
zgTC_<lJAfC4Y7wH433c+P`f-W|MA4^)x6PHdN0;C&Y<GuoG}`Yg>K!|+w=<cI2oyz
zUu~YKWDr+7+06ud$@L-TZfvhfj^{DRrU@n!T<=@{m0uNH7Hi^a<leO|S`igD*5oGp
zpvl_eeWoi^nf4p}LnoVyng=p$=_6e4WuUe<BuyL3OX(#1#ssYw<echIg>~J{h&Sj1
z(4`+FmtI@e`xJaR7cmGs&p?Is-lWQggHS~|wPnzqyM(6>!?Na-NwV#-esa8NX|!O)
zdSUq~U=VDaOTW{cvhI9W`4xsvZ%OHe!vX+B#KV>0GgeUB8xMR%B?dyo$**qvm2SKZ
zrr7UqG&K>oWT-Z0P&F{cuC0inF05-#8min`n2Fn~GPO!*E+sHOXjGOz3<T(OmdmxP
zZ79exK62u>rzeh&naZ}O6AzAc=CgD8QGD5HEDA5i<1ss;L*<V<Xp&a8ujRJQHr((d
zE$Wq8-BM#s*C|^UcX}8=9%;7~hRjR0&;+lZkGO+A%NLr55mmq-IaL6vE4ro8La1w}
z_cQT3E5msT6qGP#lTZK2l>o9P#*pC>7gcZQv_Kx$x=1%EtlymwkfW!eJ%`j(%0)*p
z<ghguRoRq4gESg7##=R|*yiN_i2_*lXjskWiXtVI2@;+Vg}1Z6lFR1WNGTPWJSiqA
zq8B(<2qW*08C`abb7$-=6p*LG{#$cWaYLj%VA`K6a^GN(dRnbuP|?KQ;<Z<H&akP0
zd2-Udg8E^#8PP#ISq2cpcDBLElId!LDw&ewq8|}bFhz7zLL!%(ek3hKv`2z$FfC-n
z;4lSgJVsR4Kur1@2Wcdxg|});p{A+H`VPz%5SJw14V=Q)J7zlbeXs*#&~XPK#JYu!
zeiEIx37ggK%iMbvRij$380S|zTU+uE*k($U6+=Pl-I|#pg3VXYaj1VzjDmUTsBNGq
zQ|&fQ<u%+e>o?vlWi&sSX%EP%CZi~BLUYF{tckT`kzEfa`pa|*@AoG9&FSyjArFVk
zXz2^6zi}W8M2+wl&Bz5-m?_G<Qak$xNVL3#(bslrj5I}tH@9R}-u`7@Mf@7taGmTP
zNtj?Pq|HkQl8<XttjxwlW>AjTH9c{c558#I^{glPr<Frh9T+@q-Ee^5jsbsgL+QQR
zQ?B_H`=eM8y?j$@L%xTR@ja4c0<YfT_>gZL;&^-!U;Um^w_;x04dOnMl$I0#q5&iX
z&38oJP7Q@7Yj;Rq*(t&awB*gaIqqURFNkAhZjH$HD0{`w^hGrr9hMRG#%FBn{F?Fh
zWTi)yCriy9Qtc<C0{|nE;q-She_$y%hBfgtFv9`N_Yj)`CP^zi?H@yS^o=7<CL;(i
z8LBXGFf^F{7cyyDC@?&8xWKpjOl5tQtM|TDJThwDN#5(p(VJBoAE@m7)KgB>kW@db
zHKC5LGsaRPK}*yu9&v@vBh@2KCJ2;GphX)0$v=WsCq^p_9c6^VKN5~6MlclqZ_qo%
zP^WdsB6Siy(h;)s_H;nvVI%}Csj$O?dP*&B8kP+Z$TKNtWVvUfKY;e*=FMmrP(j*p
z0O8DU4nSc}qGO^B;FdgPYUPPXX8{=XFY6ff7W_L@v?00Ugx18wvdAg>6aD!*g-G90
zH=w_h_?CM9x710#ao<v}g1@LoE{sh<+E-=$HWgYW?m+)I<FLd1m0H%9!MvY?wUYky
z+DtBtut4^dfl}#>GVRpTY35S>=Yo!00b}+kr5bxy<#uBr4vxibAjdNCIeQbp*roUm
z?J3#cLgoJ+#Eo#+d$4j4g$m!laTz*==SaEOO@N`PLV;4z@~p0GAQI7Jgzf1l6Jw^T
z?H&XUM1-0_)1F!UF~QRp)%aX(AX==z6G_eAwH5x2b8FhF0kP`YFoG$}n-cXo<g?#4
z#@r(@(w7#}XmDtXI3C0NZEBp~I0z##@xP|_OPV8v`CsTXo8=*bC5qFgz$)x-42_T8
z1q)QKEjfD(=ev(7P46%Jjil{ru7l}-T=i{u!4&>Y39MXlyWzAD{vHX_fwYi5gG07&
z!{+~{_HFc7--fO7_sJ6;!}hPvGKKAddgBZFJc%FnE2ZkxVp!72Wn9^kIeh2beCOOR
z>SQb_^YV1I?xRcN$IXCk{%l~WdNzV!irA)vLN2-7_wz)oM?&<Q*HMGRl5etN-(+RJ
zao=RM|1wFg$(|ziFPMyIFwu2T#7p3Ddwu+U;NtR_aLnJ;wqrv{6H~{DHD<%QdIl%F
zrggfpFg~NcZgY=P<dG_q4dszbdiPCJT0xN8mEndgnQX&_;U;CAGs~ClmMmPNWb_-?
zBN0L=z+naAp-7+Qo8CJzMyBH{fwyx|Z=xkNwtFDY?Mkk>cHGEI?(Md9q}e#Jc5a$7
zeFWcn3krTQ0k6ewhZ>~s_^@+44&hM=^}r6NjU@OCZ0}D~is0eP)=QG2PYrPhzBM!c
zJ^jgTx}O~MZ_q@s87XyHMtqN0PAC$RDZs(ep=g_1i<xvzbrg~<C)U=&`NA-?*S?$Y
zMzMYB-psJZw3~L;{%M-J*6k|`Nz+>0%33g4Ton=kF53A}*EytpLunA)3WCor3_T>t
zWJ%vc(m3Zowh%7iI{c06kx(W7W>m05lcbMi_<uLifGfDluu5tNLr(XVu213u2KfLj
zPYMYz9p?`KmzqIMS`(fpr{h$aSSaXRQig90;#Cj?b!DI<O(rXFVW3MM=k)VsqbCiQ
zIQfhF*5$v{Ksf1+Qm_`t6-<2<;cZc6+pELgn+fkc=ZN#jt?9Q|Mm)CSf%vw*_S(dp
zu$p|1J^y?LwGu`XH|mON8QYzV6N*HG@D|!*Xq%)o1}72;=bzti9VyDjyVcm!k<~t{
zjFpkM9(6mOS9@Y}$m9=o^2T5;Z#=@BNAj}VU!pr;b698(!2-AWY#^SqJ1uucetflQ
z5?zE&$CrsIOVL=5nUd>H)Q+fS($DbcR1|iw)kieuV~n2#O0|wS9?S!nKV*_0NNASC
z&hJbg``M*xtSLOGvgF^kTTwK%%yF=_dg52y`mWE3-mSDc7C33l1%jbSCzfv_NhK4G
zfpB>UL3mABlhsnek+>=|t+EwgTc%gwkBV<_#x6{(?5mA3?hyje8g>UgUFFg^LS67o
ze-!bAQ(J0A9MfFHlbuYld(TID6`u|LBszOICHN>juB)k}TT8Uef1AZxv70-d$Uu!9
zT6T#2qx>0IHDlbtlCT5x2sATA+rU-|x@@B>cw)kxG3$H-IQY)MCdECQ^q2ztDuKW&
zF}UKuE+xz$z|YO$nzB?mElJWDB9V}EF{uDnlm6!CPp?Uka{Yv8X*ZZZjIt!sQ|WzD
zeAX|b{7da{tC<;x27fV47<-Dq-?zvD-yv0)Lx2#6h9ELj87D^<!rvJ24i<!>D~Lwt
zM2CP_l@ZUa+W-am#s$YG$RpXwZORx%Ystnoxp%IeBUc<RDQ$KX=WhI(Q29VaCZ!)x
zVL>amLg0r1GPq)*bZwPW!|x0%ts6d)M|cKstU#oTczJ^W$wWsg#u6$K>6V_DYW`D)
z*-|`Z`JCz%wR1MnvWX3=Ut(W{Q?CLEz{At8h*Ez{;;0jOO;9!=>Oe*V+M!9$VXO-k
zNJIFtCOW2-rA$^+J~|r;g{H}!sBSE9`&b6#)2RuF_1h!6h0D!dP|Mc^*u)c}&0Onh
z<MF*XMg!-hEX5;8#`F;5YHB+T-x-KO0o$i<eW?y`TKg$_f*97!g3R!Mw-o~vV|b_k
zP@akO{Ju0G{~(z-jC)Bn8nLL=(#UyA>$37Rbe*{Rk(@0?!_^}>z(iaXC1);^e=qX9
zyA%K*?79BRC$N}vju%{oB!QCdHA0!DA>M^2SGOjbv>nlQ8hfc#oW2zCUUi>}MH*=T
zn+6?n25f(qrgH5)0!y;`_~8g<?_I}`b#c+>lG0Ua)9h=AX?Zngb_@F2JgK#Pzrbs^
ztIbZBRWePAjr^ndM2}PK2Lp_TY_5GeQ=QKU2{YYz4)_Cy>Vv0F2nvbkuc|h61Dgm3
zTpuHSF__<NAtW6&w|C;<OK-m%fsxP91_os}$mZeMk*C;I5V4p^p}j#eOyQZ1&BKk;
zmv`Vgn3vQ^05z|63FK}|vK*C2_(^K)!rv;FiI1{^HlT?E!dxP$u{>h0uj0K2&wcB^
z-i1ojDLWUGzRol$TOU6KyI=t?<>H>}#eeMae=P=O`vyB$8HI;MIZ*eBgeSr>ddKAI
z@yy{FGOq6%Ou__#Q84)|X@O(!H|-x3p_O4DsWwJa5#7}#`eduIM=;7m5V*=r@y0x6
zfBJUd+C^P!6v<WQ#(~|bthx#+7ClaGZPVQQqo#Aa&f3I&^yY5l@>IPa=&2k5Dx}%g
zhRRrgkkY0{Igz_a5;2Ig-JWY5D2sg&>53Q8l$(KWIc<9FjjMUlkS=a!8Ry62P-BPq
z?(e)qYy`Qx*p3I<D7)q%mnM}o3*#R|&O+CMcYr6c)`F1u1!NDNnKKE>H`ELMsBzk6
z@oA@hBvwv1E4zv6^3HYsg89*BOrH0zLPQMz*Q%3P{zpSZ|1m=J|E4qj4G{hNr?>t)
z@u9yFp#MBR^nYBN#K^?V@K5ofd}USZ_3x$_PgUFEKTKl^1y8f<(V%G=R$%Cpx&D0j
zpwPo>GHfI9M2oeM{`^=JY;5Jn0JxowO~ox6Ciil@e%<<DEyML{{v4vo;x6X<c;1`B
z^^#TQsj8~v`7Dxwn_GBTeXo)cs<^5O4?w@ROt=WQVpnWjbujDb8YNGv`pRw*Iz(xW
zJGnn7r)EDmRpLl&u91wcp_D%^r884J&Lv%Vy(E|S^0oMrEmpx&Iz7nR;H9Y4WC&B%
zeZN)b*lAWb<gsArHySZAc+rnL<nA^BW#Kk>MS_9$^zrPPymds8RI&#!6rbfDA0<1}
zMsg2}%h}=0esVG-Iw73$Oizmb!AW`8Wu=PumDaW2XmDcLNxxFKbzu^`vqAfvdcD-8
z^<fEvW4RI_wUkjRQP2jOp~!58Re5<bE>#JciJyh;uy7FL5@1+F5oCPp?!<CPeRjvZ
zc2t-jg$~+yz1H32HrxhnjJ5NTiYb0faH+nN4&)h710Z07Ml>Ja#2G4P3oPsS#2M-p
zEBJAAJL;h6Q>&)=3NUP(Q9Ee%6o@<g&d!<}&c@fQiquW?*w+;;(nO=aJayx`+H)qZ
zHJejE9DWg>2551JdcI&F{Q+Kg=wUcRjz+HY1&|>d(|fc><gcfWL|_QiavcoZL85uL
zmyP4|li3}^=9IgtJAl?+;F&>+(6H_l&N*M5s);_1eBQS)ymV{kr&BvTnI2hfl=FSC
zJTA@)+(jshr&?muRvs70TVmqG)Sk~zI*=(V^p0n*03a1~RxS~6-0l<ZT~d`m$ti0|
zpX|?&svSc#LlmJv|LFdsA46SNO-NaBt2SuT>WlP`P0yP!W~*3i-(MoPRe;;ONkAq|
zRA7X2qFU=weH-yRkKOayuKK9%GJG)jwJI!X`hiMoociXPJRgc>2d-vFaO?%?@DLIi
z73s&X9ak$zO*L%1TP?>@C=lf744N=O%y3M0cX7vl_VtHKtyWiIu6nIT9B02-D-in)
z`3M$xA{LzF@uWL%GvTv-=rjI9WZ_ogm-QA1l2oJ}Geyzwl*2t%4Wr>f3{6Z$<_M?9
z3TV?-@(kG1#@T@UfwTZ^7YYTw#`n{f#^1=YRh))>ZMa(gp6&YFnl-qE(tSpmzPQJZ
zrJ$X}n!=~^A(HM&9V-tEl77G7pDv^3#yiiBGFQH9kr3bP@^cv^)CzylVQ4n&!@SZ4
z%oWHx&YjH4>`-Iw&!fkjx_HtRSee6D)Rzs!w8-)3&h!0w40G|TzQ1qAjdB;f)DjrY
z#&|E(*p^zj!)(U;Tn^{wu|<Ex*@{HyKbMEKG&(1}=?Hft9UsZ=BCUtdtElj8qpKt)
zE9lJEv+SdD<QN8Dkbn2%smzyo3+D^z!}elH7FVN=j;_o(eC`dmce?Jl3vNwV!dyLb
z)@pKp(sD)4dDV;XeiTeGZ)fRcfd~R4C%n+xNV8C#qA`1sqMZ$nrum7j0FEjq3eWo_
zNA7tG(+7ntZuL8J#9LYzJr_jwnOInJ_lJDDdOdO0wD%`kZy^(KtlXJ!x-dKcT_3v*
zrAu$xxu>lzehTd~s9Chu5EM4E9Uxub8?D#V`4b7F0MKP-(&bS`h7A4Hx_71-XE;UN
z609-#rf^220`r4vLbg3x2{3d=JTLh(n447jQRa})L+H&2c2A-|^Sdx~ypqrSwYkSm
zQ)|)5I&TEShpUD}5Q>mf`)*LdJvq_5(b_@fFKwOfV(FlP-8(t#LOCe!PmN+3Oe??U
z6W3gby7JFVrp{2tHR8kS(v+b~wv`}c+n-E<2(5b=P;i$-Z`W#lLJGl0{Y3FcDnN@W
zH_wuT$F}XqHOJl4)WgQCUnlVrY_4)Rn*p`rrwhAod0u;`4SxBaN_9Es1?Hb6u4H|J
z(~Z%slp4w!CiJwxy027+FD`*!6c<POoo2N+!9Z2}ZtHwwg7pP+dCUDS>gYqS*|p@c
z-LS3s<THWfK6`|}b93ZuZqoULcs9@|YjMfZ^7X27YGbGAaQ&hy#NQcTN}ZStz$_}F
zsx<tob$>-}>%|MRW1O^nB^DN#I)W^*HT(A*<V8n<WX{*L!|;hxbD3D=q!F31Q;w6V
z3an+LQ#g7CCJ7dt(GzK+FfoH@wdUJ(b(bNyfyKpEiWONdtFE2CTI@AcI3{VlTF$?f
zEohSb+JvLgL<sVmuw_L<4(c1+t-jAJxZ;A+2OL;cc`~TE0rV`Kt*Fnr`m-3JQJ6?*
zIsGPtxkSqX#}y0b>de_4AbsmgHf21au=orZ`p(G*Iv7YhGylgC)Tu!H7vv@-tT4>Q
ziz`L2_M=BamHyf6HR!5E5emLI!-rxZaDEB<3YjbLF4~+|8`>YOi!zzOfUZ8TW{Ga0
z&ZW;duIHI*{k7Ne&$M&w`~pZfOvWJSwOGSD;EoB`)#`{qzKmgLXkrF_jYVTnp|e-~
zddmg)iM`%NI}F%4D3;a|Jyjy=^E${pSmu??p321raY&9xDOL1Ze#|iuTivV}G)bd;
z|GEQ0v-V$f;B48g*N#Xqli|5N>bCQ31fihrc_y@^p<<=vd>`Cn;+3-*^3APX^B?|9
zsb;5)QR<x*e23<=JmNJ1@TG1m4b){f(tc6Q+KQ5@3>rPSM{0rM9!U8kO0E9C@g!+s
zZ%~%C8{y+MeLnyTm$RagAE8q9y!lj?uL2OyrNN=zKqPB;h{n&KC`gvG;8Fg89bK_Q
zpe>S8T1UcKM-TGrL#TEZ#ex+Y+R;(M;)e5;5k{DqR?!rR`9v=phBX`GmrBAVrME#X
zuQh*ur5Y-m$YS*yw2ERqa?M|X_n|c~helj7tgJ!9Su`vxm?o`lbwonYQ2`@7h_*Sx
z+Yz&rASXnV2o%s*3<Ay@i4KN(i-zA(5a|!_6roLp4)L${_b*R}3~8>0gAj_ti?L};
z_g`2n;Kv65a~|B;t_D8;t3@-mtjWkhT_w~C71SJ&{&2&0KtDT*CQB!{vqJd~!u+T>
z_r@j}Iv>NUN~^+tdrrEru97>lA<&LIH<uf8=7|mt1#s;NvJN~qSN~&4;vaBRYZrQB
zt2^Z)6c;YdsxAeXKf6@<FHYo>crYo!DG>e3S>g#y;#1_gZzJS_xt>pHc@zIC<szVZ
zgDEC)D6_63x09mB2{g_kYRs*XA=SWLW4TV#U)~}L%Kab9Z<$b26fNVRK3W(vjy(R=
zkL_p4)C&mKW(HWWAR?WsSXQj?$iAL()^|yZCZWBLgk^5GT<dK*ms)4Ti;+wJv%)gK
z6;}-S0;_<XYV-YOzh1mpRePz|*wr%N6Lg7KZt649DU;ZHTU}|lpHea0)aU<LLg?ak
zl&9l+YAnZP&Jdm;PA10Dt|pq!l5B5JvSMK+{^=0kwV`E)1*_Y=W{K(iVKr*_wD+q*
z;@BKk8(&f~L{joVZ1@SZi^9bi<*K>CHu|kiu#jdipJiT@NMuUqo1Ut)n^0W-H>0y*
zHlhC@|GoTHz7xX(q?5hg%=>U+(X79MoqNDcS_A$UT1WB$Y2Bpw>SW#~$70v^kz9o}
z?QK}AyX+sY%~U}0iKp$DGN{VMDZbQz%CD%%l*I42mH{Vff#it25Oz%_18LTc;M1!^
zFSA?AErTWrDyH%L75`m`zs3yjd8K?UOI_<*-1eFX>IohS%G>twV_?xOfOL^>cJO%1
z*((3SU{C~5VDZ)_Fnxz@UIIQ8O`UHh!cPW`DL@Y`Ovb=aoV3*z9x|^`Cfs056v@=R
z=zwWESqeK6f?+!v0XvfS%m!LK$U4B6o$T^B|75mOKcjuibzT(4P&Q8DdaaMfhE*E2
z)#R3NfUF$dn?o*9@M%J1;gE%(RL5$%IH^4kL24=NPofsI`b=2%_n<!`PRo4%O<D`M
z;a(5DPOEn`@GtZ)viy4o1|`a?lgSp?ktg#z$+SSQWHUQx^{_+L4$tl#3eNX(OQt({
zTCE0gUV6S;Wx3>|{ra*C`;M`wj>jZ&Ml2r39@uR`&=e&YWFtV_ZDbX<fv0Tz0MMzB
z)0TdKXiUi2m|!5mH3i?*x1@h$<pBa~NPjCeBK?KZnvr*lG^Pt=D2Y*E#8vdsWw2u*
z8g=6lv19oy?w}>Yeu?nJDE~h54fz6igCP90H=!h!?K!C?j|iao4Wu~-FoGHLV>H(y
zm6B}jeO7V4_hUElm1)5a^Z}i*q-qWHl)+3+n+0|rRX^;t)i#?ukN5#bKc}<YLiR7z
zcs{=~#)2(`(=s8Dkyt%QpWTs_c>E8)m;)>5_g*NmKSwHaP39`~etN8P)sM8_jnsDN
zWq6+#{r;#7p1=BY=$ZnMryDvX3_(D34=dpgmvX~BUZ{!=aBWFyAH#1?5fm%N%nu9w
z-Q3#J4-1Xy;G1Q(;2I*Z4c1{FS$WvNnqgk0#{IugTC>p}5hqTFs`^spk;UyY2eWI%
zUWMma1ei`pHNUFf+3l>dfNtf@YK%|Uo-=R%sqT|p-%~LVhp(f6s(m1tk&i3SG);B@
zvb5iXEa5c8$Mk4Z*&{9+%(R)ZaW}2DI_+rc;Y$%fd+1E))@V?BhK6B(p`3ZddlBCX
zpkP{ZpH8>Jjx|@(N2d#lC70VrXM!E6dvXo8z`a?dNFu;<<q@N^Vc$J;B6qo8vwp+p
z%xczpUYGxQSu5?KNidQ#ea;6bvr)@k6gsBE<wtzxxYq3^B)NDt=<}dwQKQ8ITW&mW
z(4k9No|HiK4`_I5IZG@R$<ExN)RcMm|1Np(GtZ?TnlTR}UEcT%U8WWtjE$X?{QBxc
z;#^nMiXFUH;bvrho6xEEi<Uqg=u9USm|$*UHG<X~tkY?-ahriP)9Ol%$A6&=X0vPm
zcDMoIuaTX%ttB9{c#tkv@C}9_%o=0pP;OV@Ok04ModJM7PuP$qogmB}Q2f9hL+}eM
zeTmk@GRsfcfTsU|c6~!>CYrhfuilE+We*Ba9#q11#V>KDwonUPQvv9{yH+c-HhiXN
zCw*L}xqINOZ}lxk#l5j!@xZ0Md1mtT)oQ*Cc6dJNVih`a?;PYe`d-WJx<z&MRy=tf
zF+3mhryWKDeZY$Iv{<Tio|hVU*14M?Jk{R=Uu4~|UE+AuMl#yvtN%<QBcxRG>Gi<?
zVxCkkXlqIv-Fv5;*ojRXbJ4)2IXOHSwr;oR`hGQqNYiKvU|-;3DTk6mTTfvbad&jL
zy$j*9XSBtJWo(?dT(-xmbe@}@s|G&oyobt9-1Xzw)b|6RQ_5Z(OsGh=lr`VN4WCrr
zu}R|yQvcCFPTjBN1m~JK&M{6U5KDqZ7T$8#JOl0zT*TBhdweK$fAm8->paM@AjwPj
z45IF4i<$;u2#C}DON<8!hKc|V=j5c(*p9Qgfkb)u55TR>zGXP(8jiu@yMWaCXdmYZ
z!}-?5NIKt&i*ltlc1OD5Q+)?e)tJ}v7$X;_BoK`)Fxc(sA;TMPVuG`%gG*1I*vbDQ
z?k$7kXtFF&v1G9&S&SB0vKU*;%*?W=#mo#ASzw{X%*@Qp%*@Qp^!l6Kc{?+)yYV7+
zH{Orx?8>gLti1Q+ji{3s!s)`l>b5itYD?qwLpy4+8@c=76B9&(N_@e(R3V;J=0Kfi
zB;6l$ZGn9*`WW_+-l>-X`0zhZdKw@x!wZi0vC?vu0}Q=@*Iu}X+zj-T^;fBmP<CHA
zjv5Fz^!e!R9GFR@?@7iTyLIqgK~_LQj;3ICnnumRn>aB(#xYNp#8A&bEmuRJA^c^?
zM-eI{g%f)Fr8??+i=~X$t^g7Ad4W_*va>M#Y3W$yJgFT9s#4e<Ha7|3;gKZblA0|i
zYm|X4k5P&2A$aH@dai8<H+}4v2>5|3G}PHN<7?<u3v`IB_8Z3%{O#O=E0&*dR~NB4
zM5$-L%1pQ=v|Bb-(+f&h#4$E>8^FuyomsNsE-`$)C482BgIn>fEybyz4nU6o!9Wi}
z3VZ&rij$NuSZ%Bi^q<Rd1lfG{!9+o<t13RPcjIr@A7Ciwx?uk)h4#M|WC-{_rO^I^
zD*Hc(F=YNbDfgciYGMAT7{mWACXkt(mEoT$v;-|1JPx$L4Wv^a;`<`J%0!B#(-A!e
zekKW+ngzXVJ))RC!RVEGifSYAYuAGfdU};V^iHk!=V8gmJv|g9?Z#L?ywp#Tk6$i+
zyxk3CY!r*WUG}6j@D<0h-^8l%d0Ec(z3<MgzLqG6j!npgBk>5XP;=p~{T@bI4mbC9
zQmhl=`M5KhKg>6q^DHvRQM=Is;_}4M*14CYDBO9^riG19%q1M(SEv7;D^5=`Pf9kg
zQ%hM~oX_Vh++%y=_>ni_7~hOvf9%;ZcDClIUOKPQ{-}83KCf2%e()-1c26<UK1w?_
zJ-M6O01A)0n0=*@Hg11xE`KpE4wiIsf26COd(nApSfuH>*rQ%u3>Iy*rW+>x#xJAk
z4q|sIBFk!G8KO~>xNcB?&YGU+oWD0|_Nvghthg>+%#jEi6;e2T=|-oBr~fh2mbOf!
zcp-$iRx3A?ROgOZlBBV=%oy1i(q^+g;pO7q>&8=4uJ}|f)sy!=a=SXm>$H64e~S0<
zfy6q6u`wnmjh??$(tfp^Qu)5#UmLKo=4k)^L!|<?r<jps{!C|WnV7$!F3md9df{-Z
z{M54|P008F^6G8MvbOEOI`}F?jIS(Sq#-0N7x%?grCNKRc4Tj=8h_*A#U?b;m)FzH
zYUQL|ZEe!@;%3F7e`>C#o{@rWWzn&Gb!_ZjV7{f&0}**IPB~F+Gru)vInZf+M0&NV
z)Nh~BQmQ?%jV%ofngJbSa8<KFD{{2V%E?tOi{k)EG<+MUnpw~&bCe`{ui8|DZUll!
zPCNcn<33z!tS@taZm?q;8-<st?#3xf%iP!VqW+`)KUNN=5Vl@6-)9Em34*9k)n&3L
z)#_2kU@`7VtOykoRiv{{jp1wHsi2Irqeg!TE{$S9Fc(O%F$WGx4+($HaSZ~!9FW9t
zkX37A(vAQ%`1eCbt_|V)tRksyw=|SNVfV*Xn!$pb*=#a}Fx_HT#cWo0)V1%5cv@?(
zT=(J+?be1FDLThI7Qb2N67{X9cRYXAm86oZ>i}1#_ySlnXYWzxOAXY4>^;dUaNilw
zON~S;hmC{2ByyBgC+UkA4|9ZK_s#S{V04EXA&1Z;h>X~4U`DxZS9=nv_7>tf$z|*}
zM0d&v+J4rI?y&h(!f*({rIypedzhAGAHP<`wT9*t)7pERX<@7*L_O+36caa6WsI&)
z2^pm(LrV-1XCnOyWJdoqn##E}D*Tn198-j5poTzbD<VXgDG+L~)s*<AI!YQH_S)-f
z4@-~6amX3-E*qgsx7e$faCt~@`RFF~M}yz0r=bu5ZhMvYqG7a6Ev>C*dG}Q1*{S-`
zsApoRg~m)>9hvZT(XYbVe3vc{Ps;Vi8{9_a<je))l1J94wO3rDFYPd$(iPxIQx?Q2
zPpn|Z`yy;N7QUmx=%CrxAZYYgfd7jM5K4Y+IvTELZ4B^moR6gdACp`i&eu9Kr;#n6
zhZC+lS!FD_Y+%j#7L%-sl~7|e`oxE=MVU%aCG;rBhQg!%jD?diIGh_XlZK4`(ZFB~
zEtq=`+4=G>gVdNq^C360C-r7f6r)NuRX*u-PThqYTHuK7cy&!7LPW?=OQ1$*^Z|yg
z`x#46#q=ofhr(?^_a<d<ST|zc`8E1S1$6I&%mK=A4e|Y`L3@o_ngk$t5+&WpgI#JL
zZMBy{*sVVb5fGv#{SJIIsVLt}f-85X-f2M2?eOwY>HV_(fxgklXd$x582mH_ehJ#z
zAVIm8j>*J%32_nH*Z?buYN%8CRM0^b4756q>iP!gzBz~+HPL9sk5v1Pq9^PfSmm`%
zMMUWEfs*ALEQHDM;0cir7nJK8ty*H>c26SHcirGDA{X`ZFB*R_{N94IQYvWamsCm4
z+^x#ST;DnR6gL)5%cOL#(EBZ2)Weg_pD9>4ek2>%M1wHMZKvU_p>W)z+}wW2r3y<e
zy|6`%31OTm*y$96;5Uws;J4044dt0|j3f+HWsIv%DH^5D1))xoiIf`1tOP<G@6xC;
z2z6K@;oD0m;6!o%va~ZAlImq69R;7YN~K7{6SOnSp9UT4`Rq07RSpmxmf|7ioUOK|
zabJE(Weg+rg2qUwPH7sY-UW>z#Y9R6WOe|J!M`-B{gpZIZ)2GIPe{rCvm)qe<#loh
z(o%V6YqFN-^Op&%x7ptesxWyUcqQAFi{dXHTt>jK5DGr_95(WgA;D8s5GzlOeQV&s
zVT>UXN8$9AM!_JNO*Gk<I|rrlGk+;?<DFf7LKwzJ)1V8B->aq}zUc)%1!j2697Q0j
z6IJY3H^a9a?>A;(BL6-z<Ev{wEhwYka9d%C?6_h3f(|!OYJd-9-$_*YMaqC4VI&F|
zHtzqN$YE2RWG8GqO#Rn_nCU?erXc$lJ$oIbREkVz9qm|IX@BXsGPx2HoDw}`3T@i!
zH*Z~V_sx<3LUl8gU<)mcVH<xjfEx`UN%|aAox})bJf2`_j2I1aX8WqTZI%vzB6-3_
zlW4Co1syaByt3Lc8G-uvJ^3|qcSjR<uM5GHY3p_(9L}wf$OEwvR?xS}%0$Gs)uB_d
zYvH=8ppAa%!)Tl=$`l+Py?y*4V^NeOD*tZ=ROx4cW6TW4%v7PDMw%=!W*YM2=wj9K
z3Yx4PB0qNPQNCv}PqfIH6T%Nuq<L%)G-3QXldnWvB**<-bjncc*~(}wZIaf%Y&(zh
z`wC^!GWhlg)-(ow3d&kARylxz$%JJIaT3Z{5Iu<_xH@Svz<8M9FVlIV3s9(BEwI67
zB4wo{Es-M=@@5&i-b^hi-PZQ2l7KN(qBgTklytL<->c%7(L0SX``cF>C>Az<uzm`h
z@V8val>nakGq(A&D*fEEui?`HA@w=d?!~F~>@9n@X`D3e<&?l>C8x46+v0Zh6YnJC
zusQd-Ci#-zoZ7O-Yh%_PJhW`bYxXTmx@Galch;Jz)XWh--Y4G}3F+kKTI4!j-*#T_
zxX<uW*cfM~Zw0BlZ*f@>M&SL@I*^o}#CVu_@yU(#l{mG7M%1aAWw#oNlnMTXx$dsz
z$*!!p&&QRo+&C&#?&5U}pj~k`*VMLX?w&O4wDp)Z-m0kE5HdGcD8)V#PBUNQC)5>L
z$27`*V7aNX2-jMhQshfAtE_OVzOT*4&qu?yh0F{hhYGYyzqH2OoZ0P}-Fo^Yd1Gzi
zxM5zInSZ6~Jp`DGs~-s%(pB4Iaut<YpJN-`G_=}l0+6tjxV{hc&f5Qx&v~&P{nWNw
z#5!lA^r|wWLZHZf)~$AwEvuB2bS%A4lcjhpG%kdA17y;n{NUx7*@^W?nfHbhDtx0x
zt_|rpxH3tyOc63784PoJeNHQ$OC!mqk4jA^G%&ldZKx~R1_QrK*%2zpp}pgbd{b#|
zi5Qy=y^_o67qMb50WzJ<kjqgbHGZm4NMlNnAKEwoXeY}b+aK5sd2!^8u*VU43z=bm
z*IB0#yYO-^`t~mCaz*Rmq3BhmLxeEBShGiveI`Ag5E97mitl6^p*6@@P_$d=UP-%v
zbTfjF?an^_-s4_(Q;!6>1xhLlDOM#8b)r8&81_{t*jciH2DDcJWi*6Z)cEw!_7dSv
zCKI1cNE6b^wf@4zDdRRhnK^Yia_H19Q8^!WWciug9VR)k4ug_{xv{W|b<}quHr-;L
z;dcgdF^$i1hzJrctAquXEs?<9VbolET14^_1bqpX&M@#Z1dPFTjZ{qo-B=M2t+dnI
z{>{QAtKcj@zC{df+EYvVToG;jLQ~QlnJ>XSx|Xq|3I2LlTY=X|8^5){vvXz;QpUGB
zuS<={tXvx)r<lYFm#$iXZ&-Zg9u*ujK)l2i>FmNSgR!FHKB%la{SE0g`@_X}N~ShG
z>^05JvBo5TDwM~N0JWd{#7Yp*4dy_q53l=sJ=JuL8eQ4qH_Gwi%!9bFn97oEUZMI5
zW3AC_e#EO{@xU%PKqQ&>Sh=WTJ<?<hsU~xo+#9IOj2xiSGo4diXxH@7B9hcxUq%3m
zyiuh{YrgCW*6N4njZPMmH<<?R!pLf>(sLHbt~0KwY}hr>qu&XO#_uYGN&qd^4GBH*
zJ_Wf@^7`gA_Rj?+W6a}ObOY3%h!cMwniSM4*<-DeEA&}SKLHDpYMfh|DWy?cz<YT;
zNxo0ugR?kKx9b%uKcsT{re<Null4wS6Qn~zh}&**DBxZa>%nF)^_KM2krN5fQWm^s
z4b%g~*FTIn&B6b;7GEr5>HJYrG>Dsalb!L^4c>ViE77Z~?UashY2W+(-kWN`A7FQD
zyKL~HZCQlVlFA?UpnbXxQ8grqWIE-$?4%zJ<=?exFe8XW=<HY@%PjnW=bCMB9ev5d
zun1?(4+ue$;_5&ITxghl-7c&_(bh{4IW!dN{k+`^?yTOc>y(;60gjI)d&_Yt8bV|a
zm+-z4IfEZP8?OYO6%RKc0H$mD4DKf67Hk95E31U9$}s)&hLpib+YK?Gv4mpqr<zu!
zu|&sqo?eX3jOw78g+8mSNxZjh(otl8#?&PK!bHgD$__!MVuu_06I}b^{8t}g4uS(|
zN$!e$OXlnIJwsF{Vh(o`{hIAHb^Ma&BBaG$eHMY9Q!S|S<XQC3QwzoCCLc=-acgrj
z!m|vp50;u0^Y8X+7*{G~YS|A%zc6xx2X{(6$)|fn5}qoYl(#D&7jD~9>w4j(zY!<}
zlP63PtcSlMgc^S)%l|&;op5doN%HHJuVY~1V{kC)Jqxo{0u?8Ym!U9jg=TGYTFUpD
zkYBdvl7#0}k5yN=S0^c6q*sK+`RLqOK5O8M{w=0jnO@N|lMzgX%leaE3;$Ef*$$Mr
z``X82KJVLSJ+KPVv+4ho75HC^z2f*kWCd9NF~W-FA4<$H|3itH|E*%Ke`5juOE(*q
zfAU27?>GV$CWe3J2>vAKM6T3>!mvO&fE6JOM04B2viWCjF*ts}p*|FQ*k-!c;bpj=
z@n0LK`1lwHF;_2e)mT|uN>=EGrn<3^{pcXd&v|)&S@?K9TGLW%B=UB>xu<lwGxoZB
zPCyB4NvY7S=<z|oT7AB!7IuYLp6cU$%y$7E2wluSsA<d{oP12xknprndnzbfx7jV4
zu02l$c0a5_)(NgXVry$XwCC!2kIX+6j|F+onGoHmB%EEV42mvnB1I}jmR($ydxR}$
zS+4Jws9#?|F7Ka#XRH{mC@_auuOo)>^X(SQ6TqKy>d4bSWY(GC@7!9gjf%N@;vSrE
ze@r}IU?e6&)bs{^#b974yJ%T2`-viRHqVY4d_rSm2Ua!M-`evlz%r=62a3=2AjqIH
zu;BiDrssWs$jkHkv~TNno0B~E6t5w)J=Dux=kSI4hl&W?BH|*Al&SMs5l&%8#)4W_
zq31?(Jz_g`Rt?*>@}>)Jh4qJWnHQEYQr3fvQ~7}U%d+FZ;-k48dz?)(B@;i6zu9?C
z@Kab*kY2_JaP7Ieb`*$|+mPQBnpa^yqTM$vlq=(~(7|w!Fh{-|SmB{6<Vh$i6z_X<
zjfSS9OJOz0WUJE;?@&y0OZx}zpyummh_*aaPdvrwN5&tluUSL|XZ+fN6JT_WzYgI0
z?$H(}pX=G8rHg;(o@0{5ntwG*#F1dr5<fN;m}Zc2cB~;bOX6@*?FFR&9*EMK)Tj;+
zPDqeAxn`mjiuXIYRyvHAv}9Pg%@g|;-Ndf0?ILe|an0LP{o)&V&x-=Q$1Q(P5<2pH
zge1!LAX4Dz%(-0@ZddtYFglEj>!n~E=%cEzg`z5nFqymTdu$EPQbds%lmrf}fiASh
z<VUJ8Qe;QSj8D3;6bawacvfHb)%@4-`Dy9278&M3MjC#trYGWM2IjuCV+b!Q+X{sL
z(*M4@)yMptO!xqe=~bG1i({Q1sS?IJl6r_<BaoqQ{7l1KFvP&@mCr#w6|Npi$*Y`l
zo5U2{8wH#WqM4~SB5Wk#qmR6k+WWjcUHhr0!|HPnft8BBp{IjpEV`ct&XuRFsFu`8
zlZck0)v{y5WV~`LThC~1)l#+$JAze^#&mW{Alt~OM9tU!tANfrHmi6VlBqr5baSip
zNEC3h`E|iuhX6GjYKhF#YSRRxf4N#~SR1^q%zWjm1#a|+A~xa}v_DeW1*X459nS1p
zx1OR53=%W*pmCVM8Vw?@u|&KzCJZfe!E`A00Q0k6hM=^DVD`vJu9I6*JjqC>(-R(h
z0PsMHH{g}&+P<Z<%|lzYBfZcva9I9Mn7p)eFJ#y_I(mtBz7q7BXJIe$y-mba(Mr&%
z0X11UR=#I6pnB=6GCM+6kcMJWN}&A6Xh=P1BB!2KL>m7(5LH$Qp9n_w>}Aqkg6AAW
zHvb;Lx?ieRQnQV=HpV<BuLZg+H`x@&STt-5Q?prPl4&#sa*f7R!+1RE3uA=I9@k5y
z{_x-6TQ)LMi>LupKH_5q-v6D~vUNnLi~kJfn~PUJ9uHttS;5)8ageQ2`cL)gHWD0x
zUf-7r{t_|H3<ANgv=5kZ5_LthYl1*U8EPbEr6J=m$u$~fkf1WGF{x>pDHlQ)(Izgt
zNqS@CNTzmcBrL9%YL%Z@Y-PN4FT16nE6%luo-nS@;Vfa)!__*EB9?#9%YE$tBEfmh
zNBgFVewIYj#2o&Kby+$OhAeC=k4k46t4ETmjHkaw3r9I8yvV@ZZCQ^xKlZayKVJL9
zSYVNf`O{xZr>sI3u%!Mk(7n+CzM*yL99i&gzj_43j(ui}&8YMPxecYdS?{9{3z%Dx
z^r;rxz#WZ;tREj`6`Y&->unAdhZJlXb8FOH){cIXW5jdCHSV8bav(%v-Z4v7iXZ!B
z$1Sz7989PbA9Z-mWTvB=5B$p>y!X=r*KXSnlqOz4?ufzMMl)C7SXV9j4f0F0U+M*m
zwmETIo;^)$MGeHb5W;$Mm&uN;Nf?VLLV}VcjA}%(tufJ%YI3F75klgV(9K0GLrf}B
z*z-N%Lntz2G-D_7^M(ujEUwuxhjC4}YsP{n)G-?5@gE@cwCW-B;GEivm+J?Q1$Ubh
zaB=7XmZq@!c8SU<LTj}66mz?i49vln^?=#2?kxTIfFt9rNhSx*GSEEqkMAW0|B#b`
zR*Pmrf*DRVqIN<@-B(p#^o$T*JrU2*63f=EV)pYm_r**_?NjuV<ajTHmfYpVBkL}@
zA`0iAq$<Ojz%*;jQ^cBGF?Iy!_@o*WkRAE-R2#{e|1T@C^|ei0=hRb-GVOH1NAFWh
zp_`5XE4|TJ(f%iY+tsOYhNKSewpnu8`~Oc6>*j4syrv>c_GB}Y;Z2FB&VVT&k}Im!
zLqtX9t$lqh(IPrro$gkEj-(k0U1jw4`k_tJ96fIzR+GD&dStytQ$%4Bl*D0J)0bq8
zIgVIECd`gt5}z~!{L2cyC@!6Z;hXkVkH#m*M9*TyWOZm7wK)u_D4uEKc-2_mjuq{;
zk0~E}g_S<gCb2#1GL=2hR<Aes>fO;2WB+x*TlVmVr<-QT*K*-SU#`fB_*_hg)t2HD
z&sf!5l;B`9X77V_l$RcsRg`nvlT5nSl@0FEfuob}SkLWVdl5YYYjEG%>@y720|~<*
z+5y_<t(8;TDF_We+c4Vq%1(1V+s&C5HwUsqms)tNJK1IcnJhbWr6a45@811Ht{ySx
z`fV1>4IG=$NfC_@vW{&IL|5Z#mMuG!mXWAQq#O+`cFAi__5Bai1n#cv<L4~tQTMKg
zKXle39v#w@G+Gx;U^p*3$^31;r|(8G&?WW|nk05f3xfMsT;<vF$ReKyAZ|;20MuRe
zauHlo-h+1_dAPR_2RO`nklzhOw|r0VuD!+#lbUMqUT=+;r)P*}#_*2E^IXV35*U}P
zgKx>&zPEjKa?cD_g8gwFl{bJqDe17SZ*{>pL$3LhG-jLoaYoXo=iCtHGM%5M8?!G>
zKj2+$)DDSG7Riadzw3=Z!+(@UH)i5|lsC;taS|>zEI(6#IJRTmux6-wQSR`7g9oS=
z6Gz^KZXz+(B>@LC5)RB$Zo<*~nmgY#a!g}*^v1j&SaFJg*&J1w;ji&O9GZL&(uZxz
zXL*PLc3i4lnWVy`^JY)8XLV1REL558wUq4nS0rz$zOMDSpY8gIJ~4bhWqK|z1=2V5
zU-<QNr5j(A8`4nKVq}`V009wEAw4_1UMSY=@|OK;h>@z+i<ZbJuTGMc)+n)ftF3K0
z9xE$n#^S|N9~fT}?EOUa_G|T~`RKbiaxrA28cC!Edh8a{oI40GYpbp7)RdsrF^g{F
z$6}usu|2*zFVtpb^L#c5T6cbAl2t}r-8<3C^CRFn?HR^eum2+m^0%+*WTtJqqe0>D
z#$tz5X0VjzU>XDW+usW6Z^#-@M68PYDK=)5`#Px>!)ZBgLEyz{%YNmu|LnEegN4`l
zj(>hL*{NRN;AkUlxP>n?Gj_Pu+_@tKnX+a`c+8STyOzIS(%O9tv2py)@=44l3tnL1
zXeCEiwAs#wt><@Zv@}M%Uw?JrUPug-zy<ZY<GY+&-Pxd3&*X!5AfX9-FLuSj{s5c!
za<=J9)IKDX7S~Q^6>PjQ!R?9EwR|;q3(}<5ViizFJe2!@;k)OGbk4({=$V+pRA~s#
zaaqC#OYc1*eh3|2%cQi=H?$;_*MtHLg%I0)49VV>jgsBmXk?y&K&52ghY0iU-9DV^
zU9QTWubj`Q1OoT3Z=_3d&_SJ2f4B}7vfy_Ddyc!mG#D9w;>r{^UhMjHz<zy}<{A5a
zU*(#*iA)03mbPK<x|={vNM!7WavJKjig)Nd20!!?;&Pm&q!;^;M7sLRX?`{PO<k-;
z<z>*XVJh3HAiDFG-TH)25fXD2=lGlcFjo4;A<MMURCcK9K&T}|LCoI)+7i`Z9y_=O
z0@JQoPqOt>Sg*b)U3L>VNZSKj!j-Wx7%#CkY?d|5)=X$*BY}xnn~S<?HzU%(0QAj1
zk#{^m4tNd$ZmC~K`-p!h)Ij@i)iHUzzp!0>pq+V0F*X1>d?05W0tXf=&2TANtH`4p
zYz|vJRD9Q=O07bbdW;W^OTanq7*aSIPG^_wyI`>>m!F@C1_N}CEx?UmRGhcZ{U-V%
z-JDfVQ}$=bBSWzU9z_aV=x!G)feU!9$5);qWqJIL<otx?%Pj@0@<PXL$sd&WxLEro
zFmeK_5M{PhpL7LR%!=z*nC6KWjt(}KdZ0yn9sc~NU#CU)-lF6W7mgeV(vCd-a-(1m
zf$~Zd2D7ly(I*Y`xkzjfWLfQ$D=KB}+S6kAdAm^P+{ZNI7uvkw+S$V{!z_w+O8(<>
z_-dbOHVw(#WKyBBn!>R}QD>so@aD(*GD#iI1&jS42b9IRptIpoBcp^-{-J3<6cbAf
z;SrRhpcXArXy}!mRYAxWg$WtQER_{PHzFAUp%z|r`hbBCX46-c7egI<lzlTSk?DNS
zwk)RTv`9r0AI@n?%~pD3^4bX1rQifvyaa3-GIuAMV~4cC6czJz;a21svWD~8neJaG
z%4O+c(UK0VD1t&Z6EI~sO;H!(V3C;v@Hx)82(?_i(>dN9+J*C8wNv?IZeS?WBr_$v
zfww2TajbQPya`=VIS33abPE&9_JHQsJe{t|TuJhoRUgq03@p6g@y#D0jGbm$GlKQx
z_SIe=&0%GvB8^yQKW9b5-IJKciyhaaUN;~C@{Ni`O4V+r%;bo#C9P8?;?I8);LQ?{
zq4whZ8aw)aL1}7ehDuaR@_vy53m42KBb#s~wkmB97e=jA!aY%j6XpT$4ipXEnkkO0
z!<pINv1^NJm@72r?P1W!QQS?}Fra*;Rvn4P1jmeA2`{_~2b0C!7#T*MTX6^O#k2yw
z*4?^T6zPMdG4r#y`f=R|1NJg6%DI_rCQ`DZz;CX2tMXavy*{@u*#!05c?fVw(kl<u
zKeYY|ZHd1qV?IlxX}=`Scpg=@F0c1t<Gym!(r+z2N%MjHDEy%W6_%#i#D!^cG+W5~
zzCi>@e)rohqqz_ze^ssTY1E4}%VM4VoQb8(fJ$83!rEeq!mZPqRlpocyzEf$cueA5
zshU@1pl6>Q<{Rk)t4)S5S2`PpG;`+r(T~h;dEa>$bU(YKUXA6L!r`6Mc9i6<wU@|q
zQNok;Do_zSErRVDB@?fGs`2QNa5E79jIjKzco-KQW=c+T^3{&vN+*&OA2VmHuEo~B
zXN9rA8*M;O<8eTyEzS%;qJ365JgF16+<mQ`O`9u|=?`!C?w+5^WVsiOHXB>N`BoxR
zpw;l|XL#Hm?HbD-%&04_dd6NIZ!q{v>f0>M1-o~((gDzPk#LBXw7>=8cEHk~9&CmJ
z!+<YuBA9PIh3K6CY@LS2;6Gz|SQ!5?+427%!8FM0fnEk^WTr1@<4UZ>KnF^q3_4gj
zSV5lv7A86d9e8?0po5K*y&=$n7@nIOo?gV&QB28E-x2t4r(#MB#4LY{W8&q7rx&%c
zcKo+~P#zsnwc-EBqr>_SEDy^+usr`<^ywe6@ca(~tNzC6{MU@nKRM3)cZ?4!69Di}
zULk+f6e3sH(7ZQ(bR|IMX3mG^3QLMB5T~#RR7iX#K5t_Q_TQO1Z@ybbSXpuWc(XGG
z)V6J1mZO}+-CmK3^*r$+(eu$c!`{6;BoOI-+=|v62NRXAx2j^P-Gq&}WN13IbTp=(
zeAG&oJdFji=?gcq4Tm?|<x~shh_QBb6h7Cde|R%mq|~3ydKPVVmprNEtr&;1v|i_%
ziS4~q*<mJjsFZ-VO~0#H=n$N5+W(ZgJDIo}Rom!7F;KG&oP2gxIjMIKsCuY#wwr7*
zgN?j6Y1gz&H#huV=eq@Xt9w?S2s+N1pMzL>yal{qHF_Z)3Ru;{VrQ!2-C+U%Ck8dC
zwwstXb6XMCK3#=Tw&7k4yc&SfCYxzahs3L0TE=(U@GKF#dovDlUY_<KsnlEF4va@6
zJ^uB%kMs}pnu?c1FCPATE!LUeC|s;Q=uBlNNoFO{K9Ea0tYh_yfnxc|v!sG}0oL`d
zHC)8bp)`k6wf#Pc7YvbvhdgG8(I}|ij~(67EmW^Fb1{b}1)Q&6fguxHPUl3nuMkB1
z%2(G2yt)Gn9n+rj%rGti@vA$N5_Y?Y(&nM)(@@_-4GS0?n?tBFsZ3`WYUN?w!;{kO
zT5lm-C@bpKuJ$lldYm0%)?Jy4$OEgocp%d*<8c<Np28{>QfN<4vyg{Y7b>p|#Vc7W
zcZ32Lkt=~nK$dMJ#2~wpOP`yxXH5&OHE_62f=I<9*|lpH08xaP{1)OdIC0}E`UszF
zz^Ie<F~VvWQg2~7QBqYCc}Q;FEua<v^8-Ht;{EEgHqZGE?h&o8hYX}`ImRg|ooz#)
zj%zOs0j!J!Jmu5u&M)xRfGU*Ka4z*D@Em{?T7N5`&5u!w32TjjNCE$mx$l7^)tDA3
zfD&NoU$UiK8P^COp`KwC(9ElAgX>9JsV~D8PH(aVBxnU<tu7WOnTcX)KXA6%GvLBj
z<M6Y#Ysw9G$v{T3YS&%n@Iqiq7ihkHdJqRlAHQ*MEh^OISJ^ggh4n<hmC(NS3>-V$
zRS4_yU5i)#Kry%qIL&`M(A?UU!yXJi;<d~UJ2^9b_1k&Uek0A)xoeUw&VuS3N$GDy
z)?JT?(B(a42WTB|HlF_AcY6dcN7D8vs3Ox1NYQ8bGE1rL(q2)XKI^WjUBT8MFdE!v
z&U1FJ|HQDW>umQ#bbw`T*{s{tZXrl)Wtf({bz$Ay_>{3}isL9`7^I{eELU8IhBYa`
zY(8LoIIhRXvL0r{$3_vz%5pH<l~CAYD|puIP+pba$vU5IYxNO+B1wX$2DkL6IM|;c
zSf7tk&00X>Vr4ikZ<3<B-+T$MtD8AMc*v)Z8u^x>qTU{viCm$dt|A-IbHkiyA>`}!
zaRb^e0e9{jnvvbxs>OjAeH!m@8P*^SlD%K-dgntbMjnf`r(h{e$DRGr73wXz_d<~f
z+lbsK4J(u6M`ZcMlBb3ZfWYfVG13rZ{p@>-DHgsM@S78vdDA?ntdc`Vp0YKv?a(rJ
zJy>&zR~Cw>>QY{xl;bQxD^S0YRM25f`UjTW5Y1KG)gEj6%`X}KL!>RIOW^5cHS+nJ
zIT5e$0>UF(AT6IA7rH&#pG~LLOg3O6+%x7J@z0*Y%$wglLQR=B+61d|9-=)m?5SN<
ztI+n9f(ZtM$@N@9Ihat^m))f7*drWCaWRzsID|u8h#Ap3ROYrq9Ojrwop*hO8b95b
z9=9ZBUzgnI<SAk;2&T?+p@fA-V-2mkVt9j~cQU+a$N}@dPy<$&dh6n!K$3D}hf2Jm
z?PAP96jGGc8&3i=p+Skn{y9@u@25lxSo@L;-#GZ}EE3%I(p*C44^+80dZ!2MG=Zm;
zKqDY_AWe$a@}YzKzngTOb*Fh4lQmo1eshENBWYXSJ0+d~auF-nLi*vK`N|I=Ls{2C
z3W{(I#x5Zn%*GJF8L5RPBgk()8_a5_yD_Z@3_GnOC#E+1+ciy|mWB>Ih-$yU9FX7`
zY#az>@u)h>0dC8`xl^xcJ5#6N5D22cGFAkRVXmzwQ3N=vE}nq!R-IY>hAHKn##q+#
ztoU2qW*6>6EY>ZVSHwK1K63WKx@5D)1MCOWHY@p9D^L(3M+Z$bUV<V=2)p0B1j&yO
zRzVG@bBN{*yN=Au?^II3q3V<NkMLwEMmgi70_}smiQU%QPhavfD3zXWN$dAwZbcH!
z`2);S$N|>5a4p-rcI;$;eXRhhoKNFYKYmW+(SKWi_)R2nW#d9)9d%yaZ=89;zbIq~
zkBf4ECsdGB9C#!1dc7mZemfVuth(Z!>$bHGPN!F=^7w)<K^r7XT%qp;2n4J4s~Wzg
zpAumzVBbluI+>7V;+xCb>5QG#UtU}As#~PJ*mPEO-LD?VnYI8l&^osq8GCTsP{ocr
z)mo<H`=IChK;z@f)X>>d<?R$j7I^c~F3ea<OsqJdpTaI6sxoxJNm6{X&G{s%%p?#Z
zO@Xb@1w~Gmq$f-c@}rxA;xGrDR(}^6t442Z$7T&<l8c~l9d(+ALg%pf`8iHnp4j2(
zc5Ki}qcHSb!*5ri+?RXUBUNOEVqZZmnd3|dQzm3QCw1tTAX9{?qzdMnhfbuEjL8t>
z27gXXQ$?K!B~;`y<Q|^qTzHq!5O8w+lv&4xFqu+d0V=e4+(Ba@Aha2CP+=iJvKg}x
z)POo;H5M4nB^Dr-;<ESM(f)d<1g-SZX4$6kljI>c9dznrPPzSSyWfT_LoDoQqpZZ8
ztz&Kgt6VUUhRoQnZHF7c97IWJSlA&v%WY4QSZbku_LBTbCwq^WV3OEdOyCY=%Xi3f
zVEoN>=EUO2k~Y9LfRfKd&;anVw9)O#I>g1rWUXK9^W3aKr}38wuY((%(zWhE2Ng<y
zu2RSvb2p|EknsLP6UaZMc&%NJAt)mCd2mV*E{;ZIQ&fsXx%Llt5-qtXtwt!nb6#Q7
zFX(c5(J}IL%9^}f?E~7tA-8|OW@LcHkX|bk>c3n9@n1VP*pR%k%uEMhkV!VbWe{Qt
zOnrBZk*@GH$sSh`0?5?OcXM<(m!SkBa{tKP&$Yl0nQ{y&<g51S3^_#6CQbZxG%3Xk
z@u;lDS?m}1P3Yb~s262Qk8m>Jr(xPkm>FIfxd(}SZ31_~S)lxsE|h&OmLR#u=f){r
zxG!hqa>gDZ3R3r9qd-Q8&eZQDOu?b)V91i5YQfDz-+ukyu8G*o>EW}^b<AkgCPBlu
z;QzV9hQMHx3k6a|D;~%~$8RPo1WoZh+t^cdCPn1gemm+n9JsDZN9uxctmERIuc>O*
zDP1yoPPe2;9DaR32R7vOXVJ1FyU~4b0W}aD)Gf4Z$PnzH2Gq&)Z=HVuL-TLIP}58w
z9kw3%Eu>|Mziht~Md|SL2M_ksKJGWre^c42R{`Rc^s?#KI@W*vOx%eBT=`l3R^{NT
zGNFA3cfC&JT+*j7$NBxln#Qw|^xKf;rl^LPa!j2t1*nOt>m~o&8Gl6eej&7m6v(D=
zV#f4>OtE3or`>NShUGQYvb&|Fq|`&2!~@qjvK<y1gPH+`NaD7u#^C$E|LCcurn(6E
za%`aCGjpbTM|VWmL4B0n@E>$1c$2Ag^yPHo;$2oPYx8}mf53==mkf}+@>vXWT_lf7
zK2ylgx}=XhQz*|i@JE1}>4whVf1SCck3L5zNIhc?mSeE0{poz8-<zA>sgDl0c>nU7
zC%XUF=OWm=)1eb52>R_1Kg3GdiNGE+4e4(RBl)69J{j(89B3(FVE4aHD^8Z~RIqL&
zD(cqz1LHP$7j|A%x9q%`ad#gYE8|g4mx7)Me%8T2R1)3*PEnY^Dk$S#X0U_3+94~A
zl{djUATKxY2i44C3ZySLF8kYiM+SL!xUD18w?@vQwwJg&vL2K7pTYWY5EVVORjI~J
zqqf2Ivj90Hp|D1Q+u<-&ymX})SQSDTC~y@8t@GLNgZr_%7DK-gzV~^R4^WkN?_ij)
zh=U>tX){=s^7TW5^~(IfN(Z=+U;Gg}PbBu<S^D)eF2G80z5w{Iz&xd{97DIGgi}|e
zw=-H?<MVC(CZ^q#XKqf$T;FLmNk?Y5HFc{zC78W^_Yh$;c<D-LOjri5eJd+dr%*>A
ztGn$*{b`7>RO7=INaA4w7L;@?bfAs?63#J5IC~)B(5P+M#WUj?J%NNXK{14>AOGJx
zQRg+-D?9zQ<q`dL#*PMIUFZ4W^7Q&8mu4?Y2a0-ICeDu%5jkb`GGd}bFl|~4?SmnA
zX5l;j0pRB~#8KmshHvZvQ8cy#9?%~_iL(;?Xzn8Q@S1V5Xi;nYboHV8L&xxA1*d`;
zNtNGqzLB*MEb7peBU+e6A{a)(<IN*u#^@j;_Kd`B-6`i+b;w}r$^kh?3Yf|)5r<@f
znp`I0&P+4IH+K4`CHg(fPD0f-Ol@sJdHzrVd6dk!r$am4w#ZU{bRr_Ke+sVpJA0Gk
zLNy>jXUVHBX+hX57TDFmN0x}*PqgX#_#sJ1-^lVebb_z>cAG?GrtAjgD<wlCo5IvC
zAiCTmeWq0Y&Rvc>rOTRngEW_~Tv2fCXUae%o=-LQq|A$obO3q8l%=_4H}?zq8axg#
zp6_ez2iY8G86GsmR<5;Ww>DFV2!VqF0f61z-?Ha|HCmLw)Y6*_J@EBNg-mv>|IK;g
z9j?F2j&fy*er7k+jGgaeQF=lhfZW)WImW_)YH9kttX*Bx^{a+QFOmOuf-IlKoTWOW
z6I6Oqp|JfxZ_QQJ=;`w~Bhw9JweXw+2QAG6?3*9eV(+tLdYsPjmTF=V&_9+nhGJUh
z+moj)^5tdM9qK27OdE2d;SN$T(4Q^|?VSXYLd#UV9OGI3cywG2f2VEZ7FGFaAOD_g
zB0Pv_W=LzpQaN$A<RRffXgIEB0qk)CyG>x4&}brc@Zzt1E^cBv&S8Gbs`pX1pFo6U
z{Ze*i=B%RO3f$+}+K%5xI3|LTcU3p$wF4qD63L1nbo40^*lbo#N<+&Lyl&um(%Y`A
zv()}XXygg08B7d*Tk0A~lW0hJdU?nP@b>J)6WU=FA*g53FAl)zUI?g>kHF;&?>|Cv
zd%f+Az`nlyysW}I)xRR(uFFmD7A~fRVRj)pGK{AsyjM>#dN}~-RO;cFv<BH!THq9*
zE>d(Ml^BJgg$-bjzB0=SFyzHq1^JMOzWPN~r4w6vYPA)xhY&hCJoZkbpB1od`sYGC
z$m8;69!2gG$~+v2H^iV|H1(7k(lp*#q{dXkKeQIkj~`&IKIXYjCvuoo-XE=IkL?TR
zhmq30*FUsN^qJP}@&>y${#Yrl-Os8UFbOVbA2VK=<ExxT(}S4x@9RtDoXPT?hj!A-
z`jVbpUo&BBvsGp*e>RVgy8y1ZYzTXG<L3Q1*zpiorsL3h)0Yy;^)60YQNyVy>TRBE
za#K-L5;4!=U_*~AcQgKapxu!zmofn8vY{-E&Z{+4423^1hH*jnl;?SUAyDq(TuA$F
zwJMbeX|nyvGYDsm;ew0nb7@5j%@U33>)bu<v#sT=?fstz%*dSF<`v<Cm<T&a%EYmw
z+`~)+^}y7QUJYvU<`CT-XyO7vT`q2qKf*`{$;u4&!9XKtMWn{i{)w^*4tqGeoe-J4
z$xw01VR<fU3i#|%m*(GxcQ}U`cIxX*T-Pf_oS?18smR#)&Ts)L%^=kTI?|4u8A*ct
zaQ|#$A(5-2EgjB{$uf=%N-FL1BkCj@(ew4YOcI*9a8Vn5g+!}OHr-2BZH|p3IZq;e
z6dx+{^Onv)<KVr7Zufqxbh=*)0Iflt+ci%cJWVnr^?01K{jdY-WW;tg_Q@Vqx9Y)n
zITo)j+HN5cm><HIp9H2nBaWuK{`ADb<M65v^Vya64s=h!+osHOp1zWGj;Jnkt~-I%
z&;@gtH98vO3@Ja#-!^|*+xjZswlqc3gFvMcoC&9@ps=tQY`CmRkm0dH=?10M1B^d^
z4eTbc6s<u5`%+xfcsL5&K>TVoxQ-s8#!K(-c?uvqR<V4Q_EEs;n1PYNo&`_atsI?x
z(oB|0-aVmZOR%xmzp?CR%>@dkZW@%hiaw<sLyd}4IcW!&{0QMr#*kI+6kYfGinU@N
zm^2adZBT&}MpLO<fs0VIwtHi~h)VXo4>KxQ6h{1T6>v8DyM}eHsc4Bef@-<)#lpWX
z%-k`0AmQUlyz>pm{o9meA<Ga;0%^;MQDcCJz4+Icx{NvaopJA3dmR#osW8^My{86m
zyt21g<z{PfAo!XL6LLJOIo~(VHH4-@N9r-vl`bbLf6Cbf5?zsZJx!+wLC<@?uDGFe
zN0pvx|3Cgef5P%=9Mf?Q^)Sx5X8!IaQF7Xv8<Z~fYpDNToUGDqx`g8#EH+w#2{U`8
z;x%XO`qMIE?+Z%NCyZHW7#WD5;r1k71mWaZT95s0B_Y}NJ(36LZ60)6u~CYl^ytwm
zD86XKkvHlf1aBwLB-0<+1)+4*mY9#qX!1gBn-^haN7Vv>!PzLEry<Hh+!tjc1Comu
zWj7Ss@y=B(ohH$nARj*enRfH)o|#Ko3B4X$(O~up=t5-C_KyzZa5HJ1myFJ~P@e*@
zD6W{Q2ec&SJo7g!PMJ64BvsYf=kF^<NgiPyx?t+xEk?lO1+`Xp!CK|7r${Pg>SDvP
zQ~IPqEEO6|`IpBKTmE23TT-Dl|5798kGZ;5yX>~UkZXZ_h|}n#JnS@0@7=vah76Cl
z=^f0%K>?4~?3*Bc)l6vGNm6fe=_|eJd_10{vx2`K{^?5ts)@GCJqBsHzr!-mB6Xaw
zRT!2J-X;XYO??(7GG_x9+ytx+g7xp?&Wv<m@R(5AF2%FShU4yfW*fmeI#Yn>^Yv8g
ziv?H`86oX|${7E}(b^c8{~I~`KVgg+|Nm!<8UG_K*Z)!~E|$OF@js0tWceqj%Kwfr
zX69gJ{U^q_RBgo?l#0s><RWNBOxqtWe%uVo#MLBC!Ifx<>T*x6OY?_qZK}}<IwsZf
z`cA9#>ymx&TrAj&UPEus*AiFRD#=LQyP2=v&qq^4a=P4K0w13a2IMk+)eNN6h)vML
zSEWo4TFv^vXZ7wsOPeKvPiP*>4mG3a#}%Wetkje$KJCk;mb|VCI(u{SvT9<cnHH<E
z8QB$`P%N5OQyFP|x6>WWW-xGYiVtDv;@Tuu2^mvu<oLbliKbcK9H683ymG4Iy>5&;
z`R-6IL$SVhP&{~A-!Txp1plbA<VqX=02ShvbV|T`VITLT&$vCo`a03Oey{e(`RHa)
zEyZ_ATh2O`U0|2&sJ`@`P`V#zJY8D$rILq3R5z={?raUp!-epf-})mlgFOj*eq|BG
zI^K&xm|p7rVvKJ*-OATj)EOz&m9#|mPjSpLL0M7PM~#Ki<5m}D9@nDby7JUlyZl(-
z&M%J?FZT;Jq6g>mhj{`pP9eg(Sanf9^yf&`+sdW(A3>4xO7<t+V1|HG3F*q9OmJ@Y
zO00z)*FZ=uO{h)msE6FRW^ib8jfRk4(vyl=nv|%bzeGs1gsxt<$6YWvqGn^6&+Qg3
zF4hpfK|x@DCZ@n|7RYOJ@b{oZ56h|ZNU)Bvm!qa*`>Y?EB6+p7taZ}x#bfeQTCc3D
zSM$u|c|j-e{;js==4*OW+LSx)TT<*yf+n7FveGq+^_j4kw=h;S<)qIt)I>v+q(1ML
zZS5f#dygB82$-Kl)<1tN)c-g)#J=A=U<j+2fP@JKQcx}S$?lAAb2{f5etE=Ht=)}x
zJ@QWF#FPs5;*m|1WVmCi5C_&mZf)g$lWCy=NG%;fVcHY=Bm^^B{2AQ05i5=e16bD+
zZ|G;$jJ_!b$6Y?DVezEFYsNT#UPf*qqzezEXh!`-hlpo`y{P9@9NRcbw`xCl6Nayd
zJAo<Uo|J+7EHqf=1{dQ*vz7JJd6R*zW_{p%2GZ~YrXiw%clhM(Q9`=57wNPk<{HoB
zo@<#9#BqD4Cr(}IS6Q4*^k8|^f~~cBUyZC<z=ZI?xhFCTA|eVeUOX7|i#yZ#bne|z
zETHE59AQOI^GBUQAv~$SoQ>hDJz`%YqW?)H(aPPoRSE|8)UK?LV&QwdOZYqv6+9RT
zZWN#$_|xR8J~34lfnVK9YY*Rp=fP{wAHRf`mhX+4fgalSv2C#WTaUZO698|dohxw{
z2H%`b-96L#VD|6p4=!qaf_W`y<E;}Tr|0VgYj3@pK{{zgy@1s-ZNh~V^})E9W~S}c
z!Qy=LcDvjAbFy^~`?t23X2Xw&f~QfWY|TyTS!+0TTrVs0nmb@~&P(jM-sZ$_F9?J`
z@+rTAwTwk!Q?(g`;x#cy5z2-}C>;$I&TG$6H4PT%xt_!A(Yg-I76VgR>zMwWd1ED@
zUu-jVTicC2F`<Z5T9BXqh!dTM887cjM*gURNQcStRRdR+p*mqL)(3+JGb~AgKMylS
zOoNVU=$0vwQ%{*MEn}^9JHxGjcj&&DF@@7;sgL2$>xiI65^I>TUFATc<op(Uo=Lr6
zr(7JDmK^~}x0_67w5u{#Z7PJ~v2}a<3C&c!ebH<q2d&&x_fvIAkMNG~{9CLwhZouB
zwW0EDWq#t4pS4!<e(c67QT52wm-D6Y*d2!Ql2_c!m%~*Ut;-zHJ{|?q+&z)^Y2^3N
zSy_FWvLe80<$AR`Jxo^=dD=x}d7t>M@h7)W4@f$nGmw8Cwh|-OGJNN7ltsR>_xuJs
ziS0NRjt^(F7gdjBf7xG(KRqviyq+8fxzm7B9Fw=T*V#E$#e(l5+k>)qsb>C-i@YRs
z_Huc@)1chZS^R}!|IHy-)(vtGKU6To5J~>h4V!smau!kd*z@KfbXBm$hC4_bLc@Nh
z-cQ?RG$y4UdDq<{Uc29h2*Wd2nY#%QpFpa|?ttYrtx1>dw<VrI!ti6(goD*1mU&y%
zO8`C9=@9A7-f_R2@k8=$!|WjjV@FExlTN+5&NSL3F(r8ayc99E1DalG8`Mu$O7QUu
zY~`s+w9U;pLn_xg2YByq;1Q3w+=sthEx}%r+`R{yT?r+K4y7tH3ZYu<rB}?3&0NcZ
zs4qPq<H=|(tx)}WrH`|bi%AJs)V;6?PzR5Rt?(Q-e`^rrmiZ&MvX(%C9$c9UX=B~a
z){zEjAZ_Nd;V6^ZC{L9W`^ZA}6+xux;%(rtrz9PXkT*MqqXLhBf-TzELD=CpFfc2L
zKYqW~Dsu_1hNYkka%??0FX?Ip7Mj%4WuWWdWh~7xQ1WBTg{r5u2zav68ivwVv9`@l
zv#M4ef3f8yOZNEVi~CwHW{0!yX+$G^)gi+w`k;MAJ<_U&Vf;(2)8@KX%__6^Kqh>9
z+|J)+AglaxtX#JsO1&|{bK^v)>FzN@q#iNLQ&93gPtGp=oZ8rHA)K4ynz{}%f*{1`
zN7HAv!e7O1OeL!Y8`{Py#Rx*euy_x<BmTeZYLwOSJc}c49Xi#i<~j7_%-iPR#4g*W
zUSF&OLbO+@_4MkEts--Iqcb?g3_cbVWGen>&8%{ID&4vlMv7xvN*9g@X9NV{jR}M|
zL=fI!KzIY+VTaD+)W|SB#s&cTJM~Rq_L<grYAKEMnkCuVCp=D#7$Vr6(H>3L_F6j#
zsJaq_(|mUF-@FH37q3o)_KAL+L&tv!vWL(Z20_i<W>hh~9{G=lMZEoA8Y6E(f5U?m
z8<_rUQ8EXnkuIO@;WdSs(A&=$r~E)$c&;e79Y}5)OGAvXxtAVc+IV#%o^w<OOy{~s
zk;YZs<-!<7DEBYN;+AqKa&&mfYvO{+OKu*j<3?~5Y+aNt=34`gQfd?ER?Zo(D5zH<
zf#r`~UI|V~XAL{|`<-r2JZ7Gb4k<7rusr}jnjN#1&PH})962r6{x;ST07$&>-j9U8
z{c{Y>0OzSe=;0|!;c9u7o{{&#Y1Zci95a5i#&<~bo$Ts$&oCAX8+vP@yYqJ1K7Dq-
z>-@G7`QvwLtu`0&YVbj*8dy)>O9Y`xWjMlS8UWyo584?wdn6gaugQxEycpEw;(XQ?
zP*Uk(k00hm9?AM-^AU-!rjCgn@yUoob_FJ)4OG*9nbY>POd|pZG*S4U2OP%#??h<^
znxp$4bns4w&**~ja0&0_eQX?ng>V}LOkCcoJT5c&uru0ax?X;L=H>XrE2QH{m`Fhm
z5E|nkl{nap+JjV*3Q~!~Un(K}-VXhD5$d0xJEPncm22TFJsO{~C&Ym$R*S<HA74i-
zxmCEelM&m^j+gUNHO7+^QfO0}ui+4IMqfbqfd}CS0)!v%^<)*Wzfd}OF5J=ocYE~-
z`i}tk7!@=ILl3((Rz&_p6WdbjqSp6yfOi^v^5}X~zg1GH>+gyd{oZJA`u8K4^D0nH
z)mQC=$*B*?F|b|F$eH@tmK4F{Vx6LFhho#}XYnua2&g&m5E?4ER{qqjj3uG9PV#{b
z#wuNpXa3Z=yi+rbe>V#*_m0hFewp8bV0c@U@7Eh{XmgvKKwDYw?9n3$bWOCQy0*{9
zY`#7>Tau>j?P$ZnyC=v9ipicR_PfmW>92aD(G%((*Z!<xyaymV9RFqG^zRmjVFoS}
zem3O00K4XV`$tQopEcO`mpQP&_i-NYS0WHAyjqVGaPjuVBbSLuESE;=m{#V`EUb&W
zt#vao%V1_c6bhKeQO5-@m}32}QAbfBaP?EjmJK@0Mq%_w!>>IVm>siplNON@tFVrw
zvO&C?%!0xNqWY$Ig~6_b0%&;Q+0+R&13q+_Ra-06kVquPS&U;TnV*wtCKLB%Cx5MK
zm>Qi%1Q(CUw2O^K!}jD4`R|)uf0QAV$Ta<y*~ThHaFtlav?_TMR<q?RDegWxan^H4
zdzoul{c!{Q^QjWG20VRV20UVP2~5tR08H%M(wEtJB<s8$$U0RcavUmU9mFbx;RDBb
z5*fZMoQ|2c`UPmR7WX-QaHcz!J?FBNow*y`P4ls$=<{U>LZ^+A2a5(m6%5*Cf|FZ{
zWEM}8=m)Y-NsiNTW~afNdDTnc8haxjZ<?p=$9UGVwVfAFa6)ytHJbz6u}6hp%yv1{
z<Kn|)^7(G9*og65^P$QlDh=cMxWI>{sX_<TBF~Wt^b5qNk+;(Sr?#(vs%q=@2MOtr
zl0G!jr#O^=bc1wv2m*)h5~VvOr5mI{DQS=nDG`tcL0Ve)AH8q9d-dM$d+$HS`_37R
z#hz!)wb!0=?s?`}Ywq7%Q_m6SsPt~}dW&d3Tgqy6tXg>u_jr5j@$GfsAYjTQUqTw5
zj_F=WF!0Hw_crU<&!+*(!v=SlwPBmlJk|R$&mm#GC^Z^r5w+TD_?@9vM7RpymBj6N
zEcQ6vQiW<Nu35%~`1NMMXKk;a>X$?m7tDOwUXj^N%^8<uQD48bXE)?C4mfB0Uam{r
zK}8~L;b0y!+oY<ZyZS`wN{D;+(6md06BvO$P7vL7z~bK3eRmlD8)&F*esn9VS$8Ak
z-5aCA<uXgfXV-#qUoUpPQ$=Dx%4yCAUr7vlDD!xjn7(APWFwu<M1Qnmm3%0!Ke{3T
zHE5Q`$vAaNOn%Z^Es7s5&pTI;zzu6$8|=g1>Rh~Bd$P86pKa!W4!9etif<bOCpfI^
zU5X{`G0MPw<4Gnw^gLUkGBcz$?%}E?$sGaL$aj`AwS8!{!fg_w`Iw>^_A3#R8<G4K
z88Odt>SG`$@anEj+>>a!F8tjx#t?dAZk`UFqhq=Wj{R4pw0zdq`2Lz(Dc=?Jm5^Oq
z4DfRK?r`5xITeYQU`7dm&K;N2yBPM6u0EJomx!|slZ7*UZg1$?qb}OnQbtD+=_Vx>
zCM3!eR{)AR6+~z$aLbU*JSHjCR1cbU=Zw&ZUVSl7p?G1$jTI&gyd#1~YY8h0%t|(L
z^n5;@nW9i1el5|EzzXqOQ$V|WW+a+x`X%rkp<eM=Xf__Jf1-kfWL>o^#oYeP*jAn{
z`@BHvBV+qiK;dDLDG+-^2w%4~5&XKK<J>sy;&Y{XJ=xAWk^qqm@!SCU`qHM1L?f1q
z7%d=!b0f-X&Dc76IszVb{D_B<q-=bV-O6huu#rhfU!P#j*~wi<*~;)+dSX0d(ww2s
ziz*uIE9>ID1lQD<2gPu&2Smk>A_J%AP}pc(H{gtzWQDV|<AK`FcZzSywKHC_6@-|%
zDXl85wWmK{OM8-J5OojvT~qkl2}qdrEaP%|p^N4Gs|YeW61;~M^&b~Meqa#&pDccW
z{)3Aj(7&LHLjZqf&Vm1$MhE&!8XfR2X>>dQ;E$X@)gOxw+$v6RGc^krfF8GsgcN{V
z-NM7g;O7V8i1a)QdlzTG&lQb-nIQ-LCB5+9t#^Qcz+X$#{X}Dwy5~Eib;9uW{<y7b
z3-TkH-BbewB=4yD>qOKDno=gmkb6nYOg&fM^omMl2cm0a(eGEkZ`07q6mY#9mR?2w
zw%`t5eCO?_UVV9U)flt?VdbmW;RbD%Y5fiveEM>!dcvmFVC#jHir{0}g1i=0Yw~Tm
z3j7FweCIcRQb*#x5?!OD=)3{^4b3<S$Aa+k@FU_?f1DAPdYo@;Dt%l-cSvlgsXEzs
zmf7y3@0@qh7|c}RsE_(`GS|haX4z7I;SfD@JkH)_`rv6CV>7Ggijk1wefh|aVmn9D
zV9Ay;LWi<m5_SVyjz8TXpFQ_jO!I1IwvuMH6?pY2BJBAW;FXU+y-{aA1~L98GqkdX
z%?4b5!`mwDPBixV*CZ5ZK7?fj(O5^*mvJLshk*K;9b6wExFNd@Rnjbv8XtuSEYAeV
zf9cS=@#s~4cyhneW>uf)3ttsz8SR}>XQB`P?s&t1<C$?<GUXnfetgFUD-lj+3ZB&9
z-I3DFp3*&0Y2wN9-HByvN;419Nq1?<UV%OMFwzopozBv=R^dsDx4S)jw`P~bSOz<I
z_K}y%7#5!HZPc}@J4XA4KE7Mtkf@Zsc;>{S^=I{`SB9z7QSI-rt@R){^gN&K#KpNz
zdL|B%KN&~w&S%9l;=W{x>A3VrBfT*^6eLeeSU}R0dsev2p1q^LZ+)xyyz+ad-CQ@r
z{^Epmpg7G*o%3YbQ*Bhmokl=Wbjlb5vkQ<qHKS~KfvE=rdB&X9Pvh>WT>)p-snCZb
z6((>rtX7ZaB<SlpKCXXkLp&LIB_h|lrE&ZC*!hGKgGJzsKq-&o8-X95g|}!Jt+*O2
zFfnKQJOWASK$NHX;~+*Sbj9R8WmVciLLPOFT3*sY=g8t(ha#Q|FU1sZ;yh{(;oi&$
z<_2p3BvWOMhz7^shH-(IJN@vZe+Xu#GK~LO-5g;|RrmY4nK?QJ^ROYmgvtFVp1#yV
zWI$xAo%k~M`+F@aUk+>eL2_3)hobTJD-}|#`)juFn0ghI=hm|@F<a%Vskdj8pM6mq
zUzZYR&PGkHljso`e2uC-My>&F4qyh{eJ+C+{igmR=_o2Nh<A$)J2D3JePa1Q>_fka
z@mhPWAR~?!<6NM$^Rl?E&kpT}cTKB><fGi$-GeNnAV&v}YH51{;(M1RNS_!zRGL<n
zHQvW$b;c5^4*1;Yn8me{+wU6O8H`MQF<la9w8?40UBgmbO_`;N^JUIQVg6W9&v_Ne
ziCM9+1ve(iWFjPLt=##Qm64-J^V`)2{Z=MVZ1X@sCFAf&60QCATVW{qxr4~<^z^rZ
zn0WQHVrXiK>q=@0k(OGj5_aH@mv}Hn@nZwrO(V0t>e^Scsq*|xeyNe{LaY|J)eKlG
z$yL3g`Cx3)2mo4+lYx~DQ=-)i<My?(-1JE?O1WgMM8CD(fM_zc84h%cQk3tXDX@h(
znb2k@!cuz^TU2Q*AIB?fV=(ZOy>Uxq-A<HvGDY`A^ict|j^wQa6QN)%)QgUUyL&ev
z?A$4nel*PB=nmUm1}#7Hx`BG_1Y>8ca9RhwJt+{$o=h%iSSsX($go)yhc8Ed(*8E~
zW8^$xQ1Nqz8P9T3WY#C9itUn`E!qwnFdx22b`0q^8W<{4GU-@A5o@>o^aaP)JIXsj
z(eg6Qwn>tx7fFVa8h9c3{Ep|QgK|!8eVl|9@!oQd`rPmH*oaCzkY3@SVRdl4)tI~$
zwZmdwMsZvWQvD(q8oKD7_cHPEiXd^@S5Bvk?PKDTbLK72I<~p{_KZ488p;+W(V$@v
zjPq96XZ3n7EMBM}|MH7O+#2_rUCg>(B!Wg-K6&j_Iy6JymTZ2tth0Ih=$aLfxT)4f
zl`OTJdi<zb6ckT4{nIh|v8Vo|oa_yAxGX8j9Ie!0boNCnPj65Dxk&5-wDXCb_($s4
z!a`MeR~S1I+mH#CQn6O6M{5$VWBWn57Cz(2X%%tnc>~)rNz|?86K1X}bMWd(mT6Ji
zvHXb|D*1tUlobh!Lu^grB)5BG-g{>QvR_*2zH$rg3B?fAP#5TkY0RH=-pbexu+r40
zvb^!*(vEuh)Q7v%Q$Egpf*(tu#B}X-gbzhf{Knt}tU3yFQo=!!)WV-xTw3*NVfOU^
zNUpy7^o7Ds08sTn_ySR1VasPdJ#_y|sw<IE=iaB(P}hXg6m^!ABkD1__{Us~oJ*e9
zQ_NJ<ot~YBHDp~gS+%T_V}mOJl|a?g5|7p)SVks!=8m)Z#M@><$s*ZtF**XPW9s3T
zZru26{?(MPKgpiu4YM8#RGw};P5xB4k^T{+!1~#Tta;fr@>xqA{k_cf@%#pz;i@nn
z*jms7>o=NyOphzyBw{#UJ!K$YwO#nSR^0lHDP*GTl$|$FadWDPTF@q^v_sL!=%P=%
zeq(Sga|NQA?dY4|Gu2?{@-pr%&Qtt%5+s<}MVO&?T1CJ2h#bI}dfq4v@K?*_)u66~
zoxq*xUpdo<07;$@COe2v7t0X~KfoJ@O?4Czpa^nGD6V_4-Hi6dGI0{T@R;sGc^5}1
ze>C{swP>U|hCdyHJovL>yKi;)>t-e!sj#P{PVl$%D$J;Idk&C7UaJx4W#M%^x0K;F
zy5y*d66)UiMa#V~JW{H1J8)bHF7Nzs;b#)c$cC)9pT+Jq`>8(tXa!bM^!QMaoOd>T
z#P-mkpWUcet<DE&3IXR{su+@Fbl?Ap$pH`far;{<hB^j&e;#f{Blm#}rRi7<kR42C
zgvIv!%@-8w;%O-cMd4QeBGOwTV<gw&#HxP^-k^wQ68>+3H}HQjc>C8N7JuSj0{<Gw
z{eK2*KSQ#A9kBhfyZ7$`HV6d#Yps~XmvH#J)V<!NE4723WzjoR!Oes3LUIFE^WUDP
z0RpH`B%S&C8}99t$^@IkwtO$s7czAoPYabEi-CGV@ZBvh5T&qst}ae<&Tp>B;M{&*
z8XtP_MOu7ZA7`|-2zVcE)Nl#!j~MFD-F^t-d@Y=*Bds-7&Hm|$B8=3J$BpB4TSihv
z<?9>D%KGh(I(A<^l4-#t`L@E#DuXJ9``tsO&B*q~8}kkincpR8O_j56PT8_nmgyM1
zCY2=fOL6!Z%s|$5^SFCwuahZaWk!*&(O@Asi#F4_dF3U5n=Rd*Bxqg0#~<%q1Z|gz
zi(QT3b!%F^#UUGC<C?<Etzk=4W2gvC*G!SkhJMpNuE8mRvOU?nK^#@jjzb9k@=mH@
z*zS^+NLEmVP3Nngg<6wIbns<i3jZYE$9%ny`9`pL8&)k1qeW5|`T6AZVY|A~nx!<$
zgPtLZdH47Ad9KnQ#}~%M7#@ypC(+6`eOub<T@M*t@%mo<ap~&7v!SqPb2Acd;MCi9
z@9c!m@-3U&_P*Hst2*k*O$UNhC?_WvcUQjOnC6b2NMZLTtd0nuc+YG$o{73#L}V_^
zVNCimlCp^<%<ve6o|P09v%HU2G@oAmwQ##|v-!L4VeI6UoXNMap>@UUE^Dqv;?{!l
zm(8XL)!J)`^Vc5?v<Js;`<9RAUqq(Ycw|fLhrW`8CQIs-Z&~qWECug#`bN|8BuLy<
z@|@To;Wi{|dxP72#_tpKea*nb*L7MCd@8vF>1}X{SPT-JICFD6-R73CLTAsdA93kY
zZxDYf5HaMor7#)(F{&`V^z~O(>@`<A_?PzsnK>0HTWx17pW5JsdzL)I&zfCF>c)I^
zlfEDI>XDYb;8o_8&~P3oO;b~yqDm|c))gr^R1S9$xo@?N>@nF`BJ)m<z*+F758HzE
zu>yWdIQIocMf{%di(sCV<ohz496|R-TnqQ_3eRYt8JIovrMNs<f{sjt_%%OSI@W>}
z(h{1=c86|TKH@0B04}hHz8^p|oT1f}^yu*$)Q9RZ+WA8<PSfid$y}RnT>0-74u&v(
zWiOt-PAz-(`U{cP{(f@Vy6>Tz_!GOvL4(3lyBBP5ib6Ib^NK?;jr5Wu<tG&QPrf|y
zswN%lrq9PrNoCeVR%{=HtS2FwVMrL|_zT2&N}_h?6lF%Nx1FN(UOF2$`6#HRVY|dO
zaVf{qP7ms*1|Q*n30vNGGb+fZ=MUT{mV*`wzE<siT&|uYSO2U`{MF?mgyt|&Vkp6$
z^i_Pg$3$yqLV2Xe#6l-gGo3QPdNFRKj$s3{pP$oU#Bs+7PvK?O)TVCJB6B1cuf)jZ
zwR1+97llyFh4qk0`j@6zW@HT6Zorl$GF=G<>H<5Ue*n>N0;(tjkr0#3c|2`O5RfrB
zu};;<wb|}+p#wM{f3ZhGsm4lsCg|6NQAw3P6i8iQAGsm>_=(w56b?qh+U)e8pnQ5#
zm&z&tI|HdpV^zC-{~Z~DuQFhYO(3>ta$Nw2BZ|%)l%ra02hP?L$Hyssnqrl5>ZJL@
z<<WPI1!bO+w<vG=u^V`}7Z5V*D?$epF9+!agn7XMO80;Q2s8{?HZkclEP)!3n6x{#
zz;5tXK)$E6?&OL!+55j-b`V}vk%7oIOO6-n3(F+xiPR|*xb-R0lr+*D#+U=nSi(%f
zNDnVMk{ms{3=CUTRuXC35Lrf33TfLOIdp*l5DVE4g?5D@ll?`O_{eENm@_L{1#Y{;
z{X~0Z0b>FqED^r!6sHX3f?`&oTaj1-%MYz(_GPzQOP=f|oD~T0iU+9O11dG?ILNVe
z%AR2<)qpx>-LaK+gZZ8zrj2f<Jk%)qr#+N^CN@gxeB>WkmIHhxy?AUht>(_4YQI-X
z-U_pe&|3cBL+!`;yh{6Pba0k-O7BDnH__{}!}uX(!Cv&z<1YHOyD6!(n#dyUgV$?G
zh-UaYl=AR7LYLMG5q+kNn{_VyeHDZJJO;vREUPHR+fOGCeXcbva~06(*y{U><UT+^
ztXB}05Q-0*6y_y2Z=R=3;#E7}v5XH*9UtygP$dL6X{E#^AsW3D6PP(V<FKHr+M~W9
zB>tj;L4JFKk!RaSK(LbBNQtHtU6hc@ySb5>#-90}E;n)1g^<drBRb-YURPi8>2USO
z_!S{0Ala*J#)Wm+G=Y?-c(PwiS5X<62ov(tgYxs~<6SCa8QB@)T^eJ%?Pc!C2<(UU
zOhV#WtgVk2?G<047QSE7^re7P#Y~9=$zEDm44z%l>4wM1bDMY*f1KSx!jkP~-Liay
zFm1F2c2<OGqb+c<R#E2uFzv&_4rgGzvu;zy>hwBQ3YW-cPpNC3wI{{ROni8+moFqa
zad~~`-~v|t^x0;X#Pzjnt<Y_L?q;R;`o-YD*2Rv!=gn^LC@o{ATX#%h-*b+5CQg9-
zC(-2gfa|Dz$p$FHXeHS`cepnGw28VefP+*ht((Y136lkd`*8h1hBhWlaY@FTe06Yw
zAgQD7Ia&5S<-4^JQTs|EDQ{<&kSt}pQ?@NT5UvWmz@CC|RbWKX>uO3<^!O1$Q{|y%
z(O3Be?-SlYJ@2J3)4FGzO7xYKR2{T<x3%dJJd6>%#Ja1O`$Tgtt|?aD3clssxLInU
z*;};U-^+{6CriJ90LWmGmCV>OT$a$3%Gk1Bez6csgfMuFuQOrfe>M1b)*x&2QZk{B
zh6CP@&-JcVbtnhN?~rClJ>a`Jx7e<lg_!NW5Rl*y3k^u6GbIs4ZNYhLNG^){2`BCi
zp#&?!9d(>|v`9KB$-i{|)RciTxxP6B>3&YWqOSMq-8E2X?E$0uLw%u{UYp+GqAM<5
zfS@W-DgN90rbejxjD*fP=|K_s^jt2L4s`4cTrQ0c9rpcb2s@C8vNB*)o|ssZ{gftz
zsgRJ>BWV@2u5*@^6UbqaeX-P*c;1CTyi=XHv3Rg;mVnaFNXU?vj+UBFZ|+hFU|?r3
zcWDH4*@xoDq`ALf<DrR(`_swkkjI#bW8HoDDj~fP#yR?abE=%%{kYkNH+gWy;=CSr
zmZOcUVX((uSp$}1!=d<wC$8SAFbWqR@s&9gX-{eyAD%Ma+8J3MnKHi6iPKC6{^67t
zPdujoDg~<~^8Mj<hP@pdsl34>UZHOn0;VA43=Uxyn-$qKF9cqczTj<b8gzPwMbz5V
z9VMHQ@Of@JT4FxEic4hxJv)PnOJhK%JqFfKVTAl5jCXdkuJzSIyKUIwd#+mwf&y=H
zMmLK2lb$0=MEdO7281!1GP~6B#Hn{9TsgD31)?Ekp2bZ?l0A<8(3_QF@a#`vkVC1E
zBo(igz{ELtwl^to+GN4?3afzn&R#>bH!}1aVlZqnSxJ3_A&F^9=_3p&a3K~OVMsDo
zO+>Zqv47rQ{%REm4CJ1ntr+zyr<acMQ!Aqb^JCJ%M<C*;=E@{ji~COd`(0<zAH$tr
z@2;xPODkj)e5HMx@1aH;Q{QEhRAOd^0%0PYM0ke6eEKw($}xmzNJD@~Av^;SLW|w0
zhuzxPYkz)u%OzENq<#DTq&)NUNkL6p%R9WGa*VQr2VAfzZQ;dzc6<~u@B}izFVa`x
z?h8o_3?49`{EleAOXT<LD53%B$b_&vs7#q|=J%uez<<5DGsvgiE37?&eUI-K#(fh=
ziaX%n$i}7`;}E&d+PAT`pGWUJ8#xi#J&|xV*T|(wc9J(>N!Wh#wfm5hEEJWg8?ucI
zc(7Nw-zEy=T7Qm8aMixo7|}zo?5;Wz#B62A#<ugin4>r1T4PcFSi_wT{=$PF9vq~$
zi1AHz5ofTlMOM&gAl+m;5ys{Vgmdv#gl5B0><U!1eD3NKw2Bh*1f8R&bX_qYRqef~
zSK&5&SS}D3qEV#6*vuVls_jXS&#oM&y8e;@S}qh9lJrh-N<3vJQ~B(n<`*A+?ULj7
zE-1$rUNz%#zDqPdCS8K(HH|9G1UVIemFo|eP1oUMz5yT8CZK{Ipy3>lq>#rB${VC{
zp^xZnOTry9S%--uAmWq+=9_cdJjeQ>Tk8mEN{busdEsaafqC0$*4q2W+Z*hbk~9Y#
zEM$ck#CKxK{AI4fxeYj|N%!N@<onUHpxOY6X&CuBc`P@BX>*zt4a=DDBuo+4S(2EM
z$xeLbGevgN!xB0v;MY@RwiRpn8{&P(N9x4=(qeb-9Wek)=P=nv2T>lxgh_>4z;0qn
zA9#0j=Z1Z6VG0A}$F(8_65E+LS&0MdV2_Gl)~&S%B3&P`ueezWb@;!7Ep}#xE&9@;
z1d7~RxYUpI9ynaxG^WpwX6>;cWzoOz^)8m5)qV2ui9Do7Vg#!ex8VT?Q<!x-@Ax|c
zpFo>%?@xk8Zpa0jtm)v^y`cvwF)O^oHZBZVri}qH(ZO00^6#COs~?S7Pf%b<Ty~C=
z%Hal=yb{s>o@>I;I?Yp78pF3nwP(!?stKeSu&2Q4D|-bERSZgD@ao3gnZl_ile_U6
z+}(VY%DG-EgM|}hx`l45F~J$MyKMV`gs<MnXI&Eh)X=+wz5`o>(~NL^dYz9kB<CI#
zR^$;z-^^@APKOzwEalOdbRILm9QtF4$34{wd;~bW5`E04#Co}?#S%%<V-G8M^a6-*
zuMFu$!+~_%=0$~>ggaDK1d<AXkb*)j{H3-S?aktwZy91}-f+%P%0&FRJ)x+DFvKG=
z5?9hjF-O=p%tMGO0*gC^o7?8)brUAE(W3&dUD(5q%w6hpb%YIuYA7#@aVtVTv+4I7
zOpskTDF#<CDW#w|SP^#4vCSV9g?LjiU`ta9JiTo7byu1(SZFmYhGxxXmFah2zW^SH
zSdgImC&WEEw;f`F6CYWLV;E=Nf6lbWaLay5LS~U@!?cDy9=$Gp0*6j(f7UKHb@E>O
zJb5%8cQkq5tZmy#v$G@_ePtF(0fxpiyLbe>9mi=`)oWrq)UIy+9EGw|vvlai*icch
z3`w(U5YOJ8Glq5z*z57C$Gk1!PLg`&Q%~5R#S=KFz*A+2=Ml<00K_BWLOOu?RW#e$
z1%0RV3g{&nrzXm|%!&WJ;QLxE^cF^=BHEBsW-yxmovTXtZJqQj-z!$jq(hP9(QGvJ
z@0F$M@pZh#cSYR^m8WDEOp64s8g`S+I4cXsn<l<tN9^rpo~kR_C3c9XX*-3AnfB*L
zQ7x)CtWQ^R4%=|ayujIH(y(&Du6!waPQqDhcA7IlT@W1nnVTXO8o|P%XPT1I=pwWm
z%d8uQJ!<dYSo=}`WJ0Th2mAItO$BY%(^E_fiHFhSd%F99ifwl+hcy>A%`pMI-K6FW
zBSEDPU6eXccPmYNj5mWucthL`>a|b26^3W|-Hzo4w0FO2Uf*XJDR5FEo!uF9#=Tcz
z<g8i-TGvFQB|WzAI(>M}9~?spH?nn4d-=F6_w&nx4oVx*+#Y^`dYClg=@2^tA&w=F
zXR$KI8w7gru9Qs-mq)k}VXy628BXmR_qp_(2#w-ux6=gHblOrl)*Zo{mfmd?UWc!a
z;R30$g#HVTEJ131xsHR>_ch516zWu`4%(!;qDkjTg_>HrX^=^ftrr8YU<IGNY4~1I
zu~raMx$P}6O?-HBY#1MW@N7T?@v9;7LNp<1lXkuBvjNll`(p)EGsh)YOH)&2`gIEe
z>_Ub`pal~xrD)D#Nu9X&JLS=0s}2XK&aE5R_^J^5ef!Tvx9CV270WmOxPtYg&hP)p
z_9Ns!xPtYs0XlwUKmS;I`ce4!FR9nSzwA-||E^~Jff&NA{*UR_&|kJ||J`a9ke~0@
z?Z-Mq<>OUe0z~EG6zLLeb^#wuRxFp=hYjuajm1|Vh|%mOqjl%xWaqYTu0|xolxjS8
z#HnbymK`>(ETv#skvq#fm2lxtZT@%peU69c-5Ys4n_qppK6r|ESLCe@ng51LyO+oV
zxx{uyObY|^2#Qh-%@0+=O7RyQ2Dd#mK?55)6)Qrz$vTEzHKnz4@yef)A}sjS22zF6
zIk8eUbY5vyEh^r_xMPC^A2x19qatS477<IWDCJ)aTzSW`R5)qjq_8RLE?4C0bnq}=
zGVbIIQu{fk(5?byad(2=v1!!<E&B9L9RK;^$#fTl^9a>Xv8Zefn91bUH_!1scrS3@
zx=gl6vNM7+3J2dkZ%ptqNzFXN(O;YqrK2T=gH*wWfiUZ)`o{Wb!Aq4yBYAW@s;pdJ
zOlNJa!UlOn>68j`qERqn4vUL;6`b3zMHP`d@+Hs==-V^eQ^UyQp-A!xr;6k*eEo4N
z*q4EQ%!B9dWdDn-&PDzMg1vi7aoDy?2O{`nJHkbXl)_i0`LAf+$Xh&gd&zNdZu%ke
zN#EQeq~g9qEYsUK61SDnEnes9T?4Np{TyiJ)_XO-<GTK23|GH5vWKASX844LsiOm(
z&zSMu7Pst+heBf$VSZlvF6UM*3S!ilnV^6yWznZ+j2JBf3fnlJCQBywhFQPyR}8!;
z^682W@wvxaZqb)uraN?As`f_9_EW#7pAV(d#B-TQQu7Gqz2LJ04Gu3-fZ;fg5l9GK
zq*YwxE2XsX*#WB(8AX4-bzD+~<K2j2J3>A(Y+qQcD5j}5zgb3*|C7xjD{p$BY#k?S
zFOJ%@JEwfMD17}Wk|eZ4Lvvcb-Tzol{4Mj!mrR4tR3|aiRQi3TG^h{Ekyiv|s01_i
z*K4GV$)4BN(-_&!Cxb)sBU-iD0K>D{WS+VswO$(7?|VNKUAUAsp9f3Q%^iNj(e(p9
zCp|73GePIH(jq6O4e7mFgreuE05}$%Y;5qOY~%dV*xVHqJ=t;&p55w%?6Dnp_kZZ}
zJ_=?qH0!@G_W8n9Kz&+Aiy=?9=;pK(R-f~58k@r>X2)Vh;PG=FMO|5jsD7sx{r3nz
z<2*X8zQm1@T<q^PDj&7A<B5JEE(KII=zk~KHbfv3(bE5gpEyFYLAy0J(1=Z|R!jBJ
zN5h0XPyM?2lO5%I|8$j-`|#cNfTxfIf4{u#(Dp|j;Fd=LEH|EDDoqLRLGaN-Gp(vG
zI%sXw(F#(P*Tls;`CYXOe#U!U#<{H!F*<)m=7Ks3%6P8l4&OCU+q~KrL6{ILwAnJq
z{IT|vO!fQEIV5HHDlWH>&z~U=hP6vzbqm4kZ6zMi=YH&$8KI20O?Otnd&Vi4pvKif
z;L`_w2I>PXx)ote>aT8Db%pb&9fH0AaqP;V$^vO;C2SHy`0apP|J*v(#-^L{wOpgg
zQdF3D=hM6?Q$)ov(j6ef!Mzaij8W(2`fC1cmyPVbb7WjM;%8Sr59I-aAHGPDQYa!V
z*GFsh9B@9&#__b;${CpB&>J!_1Z{@v#F?<R^)GV+d9$nr#qP7)$LjSO7vsibye)U^
zd(eU8z5LY@X8u6VK`zz`^Ik)X1eTa^g!#$%#z(W+Fw9U1G-+AQhEMy+P0a6OFHZQG
z$Ql>&Vx{Lg<oxohi~Z}!da_cyLy0Oh^mJRlhdrh_Z5e$%R*apWPNs{!eZUWGiIp}~
z#G&szc`3vl^>DYBL&~$WR9CUoft`E5{@GMo&Hks@^{V=u%JA*jN10REaLFXMZt;?P
zFxD%sUfhz$Vofowa~*e;kI=5#C3?z;u8kXsDjULG@KV(x=bkmqUxhZvQ3=*{)~&AI
zu{Mi+q~LkPi$AhjFGXL;rFLH^a+XL}oX85x{w8QTSNSnxJCddagO}%Z0Kpx{7S_O2
zp|1k)y{L0hxpSES(A<9gTXHor&8UtYlq0E1cjA;*VhTvZJq+D-kfU#hVTaIhBgu|0
zn*nZ<FChs{OZa2fiSz)?6$Ac+T!kC@XW1?A3%LigbSkLgELs=G#RWyC3ey=nvhy%H
zpJllXQ|ijPavhiNW!I`G`S=7gQGMEeU1FxLPZed<kJbxW@cW4|sZ!UVTYO7{Hts&B
z#abQQo@R_$jHv3D?Qc|X{Kh6Mns=zawJbjS-0?gNx#avQo^&3C2&j$KD94}44joM{
z86B3tB{vVwmUm`*@1`2YCs9)*q;mO?7wa>S5~Dc}ho3Qx%T``*U@y+5-$+AREb}2-
z2(^Sd&qFIF`bb;pOtdFq-xi>$b+4f)XLV+UpFW;^)bEcMkdj&2=C&DgeUDUEGc_8@
z-ZXyzL^5n~<<q{c^Fh5ec{f9)1guW4!2I|c8}n+D*vpJ1HTepUyF^>_#WLwTn&#(I
z%q?VHOaiVG-3yi5%L1#lwuN?fIu*g_N0(j4FLT}(RO-CP5PwGn+m3OviU_6k{#GV%
zUx2&Bf(G%Q?pe#~*Ago1?|Qi5pPrtX9j-ZTHs|F=)kkL0;&;T|l(yR~c%GwHi$5I|
z!pn3lUV9*py&xsRWnj{fldg51K>{k;@T@$J_BPW+yL`KOk(%#bMTaIj@lriI`8buj
zV!vi=-}h{pl=&8u2k9;+Qs+O0PCx3q{hx$R(EniQ^dBf}_cI3im-~Ic<Y&oSn>z#a
ze#Drn0N~HS3IO~WvH?Ipu<ca=pq~%70YHBc!G93Je-Occ5Pt&7sRAH>utR?CSpt6U
zys84Ae+&)%S!xe~2PY19MS#2k5d!@)d~^PhUS?r${!>-ZA7lQv(o{^W5YTadB&Yos
zhq#H0i7njf7oJ~A^@%%Kn7F{50IWB+NDfHmNR~)0NKcUfNI)bmBnaXSK;lIFx&M4~
z{iO#Nk{J>l$?n0=6gYENGYiBJ)-H(jH%<o=S6etI5DEq8|3Psux8!oR<g&ML;k1Rj
zn^;*}aGAmF^dBI272)O*Kk)5XB?Le`Krj!42MUDn@PNVWJRlYx9u`EGpA)o(+y4*!
z{uGLblZ7P~4}g~ki|4;z0A45*p$1F9A2eQG-X9YG@dDWY7wwOuAN_d$q#=$F3i`d@
zkI4LY8XrOvztMoae?JH42khQ&{ScS^I}L~^lK4A~2Mqh$T!4I#zx4z1|I_>sSNiL<
z0TB`X-*};XKT0_KIzK4?4?F&q_Vehs@t}Or-}?bUpdaavzwiP<;J?rLpT^^d@*zz5
zS6*Hq@89P454<2S^v7eSzw+|)!Tu)af8s@m^!GV~z<htR0}z-W_&0t0!+2mY!lr+l
z3y2TK^SiA6nC-7J1;Y@(x_;vYgTX&Q7k{4V-`Oq%1Vrfk*M49=5DejB{%2lZ-oKp}
z0z%xJ{|jCy2+aGtoFTmY{Qn!hL3v@o-{%Jf@&3&Y{<wl)Wd-F2@gV%>FV_Zz@%*oJ
z#EbAbzv~>z58?lv_D|>K<pslj*Do&w4E$Y32$BBn90=N9eT0jXiM6eT6V^}gPg#3Q
zI07E@$JYu17!(e70sM6KhyyiiFN+`Ujaya%peF>i1e%${z&v26DHvpC3g&}>P5CXM
zd>|;qoQKccQdr2`42n=4KgbjUG37BcGqL0anII5HA-oV1GoU5JLilIKva^eclgm%v
R$qVD*gJ3Z+Nh(WW{XYTwUl0HQ

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-reg.xml
new file mode 100644
index 00000000..7c1a638a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-reg.xml
@@ -0,0 +1,350 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-005-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='23'/>
+         <instruction instr-id='25'/>
+         <instruction instr-id='57'/>
+         <instruction instr-id='57' subinstr-id='2'/>
+         <instruction instr-id='57' subinstr-id='4'/>
+         <instruction instr-id='59'/>
+         <instruction instr-id='59' subinstr-id='2'/>
+         <instruction instr-id='61'/>
+         <instruction instr-id='61' subinstr-id='2'/>
+         <instruction instr-id='89'/>
+         <instruction instr-id='89' subinstr-id='2'/>
+         <instruction instr-id='89' subinstr-id='4'/>
+         <instruction instr-id='89' subinstr-id='6'/>
+         <instruction instr-id='89' subinstr-id='8'/>
+         <instruction instr-id='89' subinstr-id='10'/>
+         <instruction instr-id='89' subinstr-id='12'/>
+         <instruction instr-id='91'/>
+         <instruction instr-id='91' subinstr-id='2'/>
+         <instruction instr-id='93'/>
+         <instruction instr-id='93' subinstr-id='2'/>
+         <instruction instr-id='121'/>
+         <instruction instr-id='121' subinstr-id='2'/>
+         <instruction instr-id='121' subinstr-id='4'/>
+         <instruction instr-id='121' subinstr-id='6'/>
+         <instruction instr-id='121' subinstr-id='8'/>
+         <instruction instr-id='123'/>
+         <instruction instr-id='123' subinstr-id='2'/>
+         <instruction instr-id='125'/>
+         <instruction instr-id='125' subinstr-id='2'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='217' subinstr-id='2'/>
+         <instruction instr-id='217' subinstr-id='4'/>
+         <instruction instr-id='217' subinstr-id='6'/>
+         <instruction instr-id='217' subinstr-id='8'/>
+         <instruction instr-id='217' subinstr-id='10'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='219' subinstr-id='2'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='280'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='6'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='344' subinstr-id='4'/>
+         <instruction instr-id='344' subinstr-id='6'/>
+         <instruction instr-id='344' subinstr-id='8'/>
+         <instruction instr-id='344' subinstr-id='10'/>
+         <instruction instr-id='344' subinstr-id='12'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='376'/>
+         <instruction instr-id='376' subinstr-id='2'/>
+         <instruction instr-id='376' subinstr-id='4'/>
+         <instruction instr-id='376' subinstr-id='6'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='380'/>
+         <instruction instr-id='380' subinstr-id='2'/>
+         <instruction instr-id='408'/>
+         <instruction instr-id='408' subinstr-id='2'/>
+         <instruction instr-id='408' subinstr-id='4'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='412'/>
+         <instruction instr-id='440'/>
+         <instruction instr-id='440' subinstr-id='2'/>
+         <instruction instr-id='440' subinstr-id='4'/>
+         <instruction instr-id='440' subinstr-id='6'/>
+         <instruction instr-id='442'/>
+         <instruction instr-id='442' subinstr-id='2'/>
+         <instruction instr-id='444'/>
+         <instruction instr-id='444' subinstr-id='2'/>
+         <instruction instr-id='472'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='476'/>
+         <bounding-box x1='121' y1='502' x2='418' y2='703'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='519'/>
+         <instruction instr-id='519' subinstr-id='2'/>
+         <instruction instr-id='519' subinstr-id='4'/>
+         <instruction instr-id='519' subinstr-id='6'/>
+         <instruction instr-id='519' subinstr-id='8'/>
+         <instruction instr-id='519' subinstr-id='10'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='528'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='534'/>
+         <instruction instr-id='537'/>
+         <instruction instr-id='540'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='543' subinstr-id='2'/>
+         <instruction instr-id='546'/>
+         <instruction instr-id='550'/>
+         <instruction instr-id='550' subinstr-id='2'/>
+         <instruction instr-id='550' subinstr-id='4'/>
+         <instruction instr-id='550' subinstr-id='6'/>
+         <instruction instr-id='550' subinstr-id='8'/>
+         <instruction instr-id='550' subinstr-id='10'/>
+         <instruction instr-id='550' subinstr-id='12'/>
+         <instruction instr-id='550' subinstr-id='14'/>
+         <instruction instr-id='550' subinstr-id='16'/>
+         <instruction instr-id='554'/>
+         <instruction instr-id='554' subinstr-id='2'/>
+         <instruction instr-id='554' subinstr-id='4'/>
+         <instruction instr-id='554' subinstr-id='6'/>
+         <instruction instr-id='554' subinstr-id='8'/>
+         <instruction instr-id='554' subinstr-id='10'/>
+         <instruction instr-id='554' subinstr-id='12'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='622' subinstr-id='8'/>
+         <instruction instr-id='622' subinstr-id='10'/>
+         <instruction instr-id='622' subinstr-id='12'/>
+         <instruction instr-id='622' subinstr-id='14'/>
+         <instruction instr-id='622' subinstr-id='16'/>
+         <instruction instr-id='622' subinstr-id='18'/>
+         <instruction instr-id='622' subinstr-id='20'/>
+         <instruction instr-id='622' subinstr-id='22'/>
+         <instruction instr-id='622' subinstr-id='24'/>
+         <instruction instr-id='622' subinstr-id='26'/>
+         <instruction instr-id='622' subinstr-id='28'/>
+         <instruction instr-id='622' subinstr-id='30'/>
+         <instruction instr-id='622' subinstr-id='32'/>
+         <instruction instr-id='624'/>
+         <instruction instr-id='624' subinstr-id='2'/>
+         <instruction instr-id='624' subinstr-id='4'/>
+         <instruction instr-id='624' subinstr-id='6'/>
+         <instruction instr-id='688'/>
+         <instruction instr-id='688' subinstr-id='2'/>
+         <instruction instr-id='688' subinstr-id='4'/>
+         <instruction instr-id='688' subinstr-id='6'/>
+         <instruction instr-id='688' subinstr-id='8'/>
+         <instruction instr-id='688' subinstr-id='10'/>
+         <instruction instr-id='688' subinstr-id='12'/>
+         <instruction instr-id='688' subinstr-id='14'/>
+         <instruction instr-id='688' subinstr-id='16'/>
+         <instruction instr-id='688' subinstr-id='18'/>
+         <instruction instr-id='688' subinstr-id='20'/>
+         <instruction instr-id='688' subinstr-id='22'/>
+         <instruction instr-id='688' subinstr-id='24'/>
+         <instruction instr-id='688' subinstr-id='26'/>
+         <instruction instr-id='690'/>
+         <instruction instr-id='753'/>
+         <instruction instr-id='753' subinstr-id='2'/>
+         <instruction instr-id='753' subinstr-id='4'/>
+         <instruction instr-id='753' subinstr-id='6'/>
+         <instruction instr-id='753' subinstr-id='8'/>
+         <instruction instr-id='753' subinstr-id='10'/>
+         <instruction instr-id='755'/>
+         <instruction instr-id='755' subinstr-id='2'/>
+         <instruction instr-id='757'/>
+         <instruction instr-id='757' subinstr-id='2'/>
+         <instruction instr-id='759'/>
+         <instruction instr-id='822'/>
+         <instruction instr-id='822' subinstr-id='2'/>
+         <instruction instr-id='822' subinstr-id='4'/>
+         <instruction instr-id='822' subinstr-id='6'/>
+         <instruction instr-id='822' subinstr-id='8'/>
+         <instruction instr-id='822' subinstr-id='10'/>
+         <instruction instr-id='822' subinstr-id='12'/>
+         <instruction instr-id='822' subinstr-id='14'/>
+         <instruction instr-id='822' subinstr-id='16'/>
+         <instruction instr-id='822' subinstr-id='18'/>
+         <instruction instr-id='824'/>
+         <instruction instr-id='887'/>
+         <instruction instr-id='887' subinstr-id='2'/>
+         <instruction instr-id='887' subinstr-id='4'/>
+         <instruction instr-id='887' subinstr-id='6'/>
+         <instruction instr-id='887' subinstr-id='8'/>
+         <instruction instr-id='889'/>
+         <instruction instr-id='889' subinstr-id='2'/>
+         <instruction instr-id='889' subinstr-id='4'/>
+         <instruction instr-id='891'/>
+         <instruction instr-id='891' subinstr-id='2'/>
+         <instruction instr-id='891' subinstr-id='4'/>
+         <instruction instr-id='891' subinstr-id='6'/>
+         <instruction instr-id='893'/>
+         <instruction instr-id='956'/>
+         <instruction instr-id='956' subinstr-id='2'/>
+         <instruction instr-id='956' subinstr-id='4'/>
+         <instruction instr-id='956' subinstr-id='6'/>
+         <instruction instr-id='956' subinstr-id='8'/>
+         <instruction instr-id='956' subinstr-id='10'/>
+         <instruction instr-id='956' subinstr-id='12'/>
+         <instruction instr-id='956' subinstr-id='14'/>
+         <instruction instr-id='956' subinstr-id='16'/>
+         <instruction instr-id='956' subinstr-id='18'/>
+         <instruction instr-id='956' subinstr-id='20'/>
+         <instruction instr-id='956' subinstr-id='22'/>
+         <instruction instr-id='958'/>
+         <instruction instr-id='1022'/>
+         <instruction instr-id='1022' subinstr-id='2'/>
+         <instruction instr-id='1022' subinstr-id='4'/>
+         <instruction instr-id='1024'/>
+         <instruction instr-id='1024' subinstr-id='2'/>
+         <instruction instr-id='1024' subinstr-id='4'/>
+         <instruction instr-id='1024' subinstr-id='6'/>
+         <instruction instr-id='1026'/>
+         <instruction instr-id='1026' subinstr-id='2'/>
+         <instruction instr-id='1026' subinstr-id='4'/>
+         <instruction instr-id='1026' subinstr-id='6'/>
+         <instruction instr-id='1028'/>
+         <instruction instr-id='1028' subinstr-id='2'/>
+         <instruction instr-id='1028' subinstr-id='4'/>
+         <instruction instr-id='1028' subinstr-id='6'/>
+         <instruction instr-id='1092'/>
+         <instruction instr-id='1092' subinstr-id='2'/>
+         <instruction instr-id='1092' subinstr-id='4'/>
+         <instruction instr-id='1092' subinstr-id='6'/>
+         <instruction instr-id='1092' subinstr-id='8'/>
+         <instruction instr-id='1092' subinstr-id='10'/>
+         <instruction instr-id='1092' subinstr-id='12'/>
+         <instruction instr-id='1094'/>
+         <instruction instr-id='1094' subinstr-id='2'/>
+         <instruction instr-id='1094' subinstr-id='4'/>
+         <instruction instr-id='1094' subinstr-id='6'/>
+         <instruction instr-id='1096'/>
+         <instruction instr-id='1159'/>
+         <instruction instr-id='1159' subinstr-id='2'/>
+         <instruction instr-id='1159' subinstr-id='4'/>
+         <instruction instr-id='1159' subinstr-id='6'/>
+         <instruction instr-id='1159' subinstr-id='8'/>
+         <instruction instr-id='1161'/>
+         <instruction instr-id='1161' subinstr-id='2'/>
+         <instruction instr-id='1161' subinstr-id='4'/>
+         <instruction instr-id='1161' subinstr-id='6'/>
+         <instruction instr-id='1161' subinstr-id='8'/>
+         <instruction instr-id='1163'/>
+         <instruction instr-id='1163' subinstr-id='2'/>
+         <instruction instr-id='1163' subinstr-id='4'/>
+         <instruction instr-id='1163' subinstr-id='6'/>
+         <instruction instr-id='1226'/>
+         <instruction instr-id='1226' subinstr-id='2'/>
+         <instruction instr-id='1226' subinstr-id='4'/>
+         <instruction instr-id='1226' subinstr-id='6'/>
+         <instruction instr-id='1226' subinstr-id='8'/>
+         <instruction instr-id='1226' subinstr-id='10'/>
+         <instruction instr-id='1226' subinstr-id='12'/>
+         <instruction instr-id='1226' subinstr-id='14'/>
+         <instruction instr-id='1226' subinstr-id='16'/>
+         <instruction instr-id='1226' subinstr-id='18'/>
+         <instruction instr-id='1226' subinstr-id='20'/>
+         <instruction instr-id='1226' subinstr-id='22'/>
+         <instruction instr-id='1226' subinstr-id='24'/>
+         <instruction instr-id='1226' subinstr-id='26'/>
+         <instruction instr-id='1226' subinstr-id='28'/>
+         <instruction instr-id='1228'/>
+         <instruction instr-id='1291'/>
+         <instruction instr-id='1291' subinstr-id='2'/>
+         <instruction instr-id='1291' subinstr-id='4'/>
+         <instruction instr-id='1291' subinstr-id='6'/>
+         <instruction instr-id='1291' subinstr-id='8'/>
+         <instruction instr-id='1291' subinstr-id='10'/>
+         <instruction instr-id='1291' subinstr-id='12'/>
+         <instruction instr-id='1291' subinstr-id='14'/>
+         <instruction instr-id='1291' subinstr-id='16'/>
+         <instruction instr-id='1291' subinstr-id='18'/>
+         <instruction instr-id='1291' subinstr-id='20'/>
+         <instruction instr-id='1293'/>
+         <instruction instr-id='1293' subinstr-id='2'/>
+         <instruction instr-id='1293' subinstr-id='4'/>
+         <instruction instr-id='1356'/>
+         <instruction instr-id='1356' subinstr-id='2'/>
+         <instruction instr-id='1356' subinstr-id='4'/>
+         <instruction instr-id='1358'/>
+         <instruction instr-id='1358' subinstr-id='2'/>
+         <instruction instr-id='1358' subinstr-id='4'/>
+         <instruction instr-id='1358' subinstr-id='6'/>
+         <instruction instr-id='1360'/>
+         <instruction instr-id='1360' subinstr-id='2'/>
+         <instruction instr-id='1362'/>
+         <instruction instr-id='1362' subinstr-id='2'/>
+         <instruction instr-id='1425'/>
+         <instruction instr-id='1425' subinstr-id='2'/>
+         <instruction instr-id='1425' subinstr-id='4'/>
+         <instruction instr-id='1425' subinstr-id='6'/>
+         <instruction instr-id='1425' subinstr-id='8'/>
+         <instruction instr-id='1425' subinstr-id='10'/>
+         <instruction instr-id='1425' subinstr-id='12'/>
+         <instruction instr-id='1425' subinstr-id='14'/>
+         <instruction instr-id='1425' subinstr-id='16'/>
+         <instruction instr-id='1425' subinstr-id='18'/>
+         <instruction instr-id='1427'/>
+         <instruction instr-id='1490'/>
+         <instruction instr-id='1492'/>
+         <instruction instr-id='1492' subinstr-id='2'/>
+         <instruction instr-id='1492' subinstr-id='4'/>
+         <instruction instr-id='1492' subinstr-id='6'/>
+         <instruction instr-id='1494'/>
+         <instruction instr-id='1494' subinstr-id='2'/>
+         <instruction instr-id='1494' subinstr-id='4'/>
+         <instruction instr-id='1494' subinstr-id='6'/>
+         <instruction instr-id='1496'/>
+         <instruction instr-id='1559'/>
+         <instruction instr-id='1559' subinstr-id='2'/>
+         <instruction instr-id='1559' subinstr-id='4'/>
+         <instruction instr-id='1559' subinstr-id='6'/>
+         <instruction instr-id='1559' subinstr-id='8'/>
+         <instruction instr-id='1559' subinstr-id='10'/>
+         <instruction instr-id='1559' subinstr-id='12'/>
+         <instruction instr-id='1561'/>
+         <bounding-box x1='73' y1='244' x2='522' y2='471'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-str.xml
new file mode 100644
index 00000000..dd08990f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005-str.xml
@@ -0,0 +1,926 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-005-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="269" x2="291" y1="692" y2="703"/>
+                <content>1996</content>
+                <instruction instr-id="23" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="396" x2="418" y1="692" y2="703"/>
+                <content>1993</content>
+                <instruction instr-id="25" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="121" x2="153" y1="678" y2="689"/>
+                <content>Austria</content>
+                <instruction instr-id="57" subinstr-id="0"/>
+                <instruction instr-id="57" subinstr-id="2"/>
+                <instruction instr-id="57" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="275" x2="285" y1="678" y2="689"/>
+                <content>59</content>
+                <instruction instr-id="59" subinstr-id="0"/>
+                <instruction instr-id="59" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="402" x2="413" y1="678" y2="689"/>
+                <content>54</content>
+                <instruction instr-id="61" subinstr-id="0"/>
+                <instruction instr-id="61" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="121" x2="179" y1="665" y2="676"/>
+                <content>Belgium/Lux</content>
+                <instruction instr-id="89" subinstr-id="0"/>
+                <instruction instr-id="89" subinstr-id="2"/>
+                <instruction instr-id="89" subinstr-id="4"/>
+                <instruction instr-id="89" subinstr-id="6"/>
+                <instruction instr-id="89" subinstr-id="8"/>
+                <instruction instr-id="89" subinstr-id="10"/>
+                <instruction instr-id="89" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="274" x2="285" y1="665" y2="676"/>
+                <content>62</content>
+                <instruction instr-id="91" subinstr-id="0"/>
+                <instruction instr-id="91" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="402" x2="413" y1="665" y2="676"/>
+                <content>60</content>
+                <instruction instr-id="93" subinstr-id="0"/>
+                <instruction instr-id="93" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="121" x2="161" y1="651" y2="662"/>
+                <content>Denmark</content>
+                <instruction instr-id="121" subinstr-id="0"/>
+                <instruction instr-id="121" subinstr-id="2"/>
+                <instruction instr-id="121" subinstr-id="4"/>
+                <instruction instr-id="121" subinstr-id="6"/>
+                <instruction instr-id="121" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="275" x2="285" y1="651" y2="662"/>
+                <content>59</content>
+                <instruction instr-id="123" subinstr-id="0"/>
+                <instruction instr-id="123" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="402" x2="413" y1="651" y2="662"/>
+                <content>54</content>
+                <instruction instr-id="125" subinstr-id="0"/>
+                <instruction instr-id="125" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="121" x2="154" y1="638" y2="649"/>
+                <content>Finland</content>
+                <instruction instr-id="153" subinstr-id="0"/>
+                <instruction instr-id="153" subinstr-id="2"/>
+                <instruction instr-id="153" subinstr-id="4"/>
+                <instruction instr-id="153" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="275" x2="285" y1="638" y2="649"/>
+                <content>89</content>
+                <instruction instr-id="155" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="402" x2="413" y1="638" y2="649"/>
+                <content>94</content>
+                <instruction instr-id="157" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="121" x2="150" y1="624" y2="635"/>
+                <content>France</content>
+                <instruction instr-id="185" subinstr-id="0"/>
+                <instruction instr-id="185" subinstr-id="2"/>
+                <instruction instr-id="185" subinstr-id="4"/>
+                <instruction instr-id="185" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="275" x2="285" y1="624" y2="635"/>
+                <content>51</content>
+                <instruction instr-id="187" subinstr-id="0"/>
+                <instruction instr-id="187" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="402" x2="413" y1="624" y2="635"/>
+                <content>48</content>
+                <instruction instr-id="189" subinstr-id="0"/>
+                <instruction instr-id="189" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="121" x2="161" y1="611" y2="622"/>
+                <content>Germany</content>
+                <instruction instr-id="217" subinstr-id="0"/>
+                <instruction instr-id="217" subinstr-id="2"/>
+                <instruction instr-id="217" subinstr-id="4"/>
+                <instruction instr-id="217" subinstr-id="6"/>
+                <instruction instr-id="217" subinstr-id="8"/>
+                <instruction instr-id="217" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="275" x2="285" y1="611" y2="622"/>
+                <content>45</content>
+                <instruction instr-id="219" subinstr-id="0"/>
+                <instruction instr-id="219" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="402" x2="413" y1="611" y2="622"/>
+                <content>45</content>
+                <instruction instr-id="221" subinstr-id="0"/>
+                <instruction instr-id="221" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="121" x2="152" y1="597" y2="608"/>
+                <content>Greece</content>
+                <instruction instr-id="249" subinstr-id="0"/>
+                <instruction instr-id="249" subinstr-id="2"/>
+                <instruction instr-id="249" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="275" x2="285" y1="597" y2="608"/>
+                <content>28</content>
+                <instruction instr-id="251" subinstr-id="0"/>
+                <instruction instr-id="251" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="402" x2="413" y1="597" y2="608"/>
+                <content>11</content>
+                <instruction instr-id="253" subinstr-id="0"/>
+                <instruction instr-id="253" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="121" x2="151" y1="584" y2="594"/>
+                <content>Ireland</content>
+                <instruction instr-id="280" subinstr-id="0"/>
+                <instruction instr-id="280" subinstr-id="2"/>
+                <instruction instr-id="280" subinstr-id="4"/>
+                <instruction instr-id="280" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="275" x2="285" y1="584" y2="594"/>
+                <content>64</content>
+                <instruction instr-id="282" subinstr-id="0"/>
+                <instruction instr-id="282" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="402" x2="413" y1="584" y2="594"/>
+                <content>62</content>
+                <instruction instr-id="284" subinstr-id="0"/>
+                <instruction instr-id="284" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="121" x2="141" y1="570" y2="581"/>
+                <content>Italy</content>
+                <instruction instr-id="312" subinstr-id="0"/>
+                <instruction instr-id="312" subinstr-id="2"/>
+                <instruction instr-id="312" subinstr-id="4"/>
+                <instruction instr-id="312" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="275" x2="285" y1="570" y2="581"/>
+                <content>12</content>
+                <instruction instr-id="314" subinstr-id="0"/>
+                <instruction instr-id="314" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="402" x2="413" y1="570" y2="581"/>
+                <content>11</content>
+                <instruction instr-id="316" subinstr-id="0"/>
+                <instruction instr-id="316" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="121" x2="174" y1="556" y2="567"/>
+                <content>Netherlands</content>
+                <instruction instr-id="344" subinstr-id="0"/>
+                <instruction instr-id="344" subinstr-id="2"/>
+                <instruction instr-id="344" subinstr-id="4"/>
+                <instruction instr-id="344" subinstr-id="6"/>
+                <instruction instr-id="344" subinstr-id="8"/>
+                <instruction instr-id="344" subinstr-id="10"/>
+                <instruction instr-id="344" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="275" x2="286" y1="556" y2="567"/>
+                <content>50</content>
+                <instruction instr-id="346" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="402" x2="413" y1="556" y2="567"/>
+                <content>52</content>
+                <instruction instr-id="348" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="121" x2="158" y1="543" y2="554"/>
+                <content>Portugal</content>
+                <instruction instr-id="376" subinstr-id="0"/>
+                <instruction instr-id="376" subinstr-id="2"/>
+                <instruction instr-id="376" subinstr-id="4"/>
+                <instruction instr-id="376" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="275" x2="285" y1="543" y2="554"/>
+                <content>56</content>
+                <instruction instr-id="378" subinstr-id="0"/>
+                <instruction instr-id="378" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="402" x2="413" y1="543" y2="554"/>
+                <content>36</content>
+                <instruction instr-id="380" subinstr-id="0"/>
+                <instruction instr-id="380" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="121" x2="146" y1="529" y2="540"/>
+                <content>Spain</content>
+                <instruction instr-id="408" subinstr-id="0"/>
+                <instruction instr-id="408" subinstr-id="2"/>
+                <instruction instr-id="408" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="275" x2="285" y1="529" y2="540"/>
+                <content>32</content>
+                <instruction instr-id="410" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="402" x2="413" y1="529" y2="540"/>
+                <content>22</content>
+                <instruction instr-id="412" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="121" x2="155" y1="516" y2="527"/>
+                <content>Sweden</content>
+                <instruction instr-id="440" subinstr-id="0"/>
+                <instruction instr-id="440" subinstr-id="2"/>
+                <instruction instr-id="440" subinstr-id="4"/>
+                <instruction instr-id="440" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="275" x2="285" y1="516" y2="527"/>
+                <content>78</content>
+                <instruction instr-id="442" subinstr-id="0"/>
+                <instruction instr-id="442" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="402" x2="413" y1="516" y2="527"/>
+                <content>79</content>
+                <instruction instr-id="444" subinstr-id="0"/>
+                <instruction instr-id="444" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="121" x2="137" y1="502" y2="513"/>
+                <content>UK</content>
+                <instruction instr-id="472" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="275" x2="285" y1="502" y2="513"/>
+                <content>56</content>
+                <instruction instr-id="474" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="402" x2="413" y1="502" y2="513"/>
+                <content>50</content>
+                <instruction instr-id="476" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="136" x2="202" y1="447" y2="471"/>
+                <content>Our estimates
+1996</content>
+                <instruction instr-id="519" subinstr-id="0"/>
+                <instruction instr-id="519" subinstr-id="2"/>
+                <instruction instr-id="519" subinstr-id="4"/>
+                <instruction instr-id="519" subinstr-id="6"/>
+                <instruction instr-id="519" subinstr-id="8"/>
+                <instruction instr-id="519" subinstr-id="10"/>
+                <instruction instr-id="522" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="214" x2="237" y1="447" y2="471"/>
+                <content>LDA
+1997</content>
+                <instruction instr-id="525" subinstr-id="-1"/>
+                <instruction instr-id="528" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="252" x2="283" y1="447" y2="471"/>
+                <content>PBUK
+1996</content>
+                <instruction instr-id="531" subinstr-id="-1"/>
+                <instruction instr-id="534" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="295" x2="317" y1="447" y2="471"/>
+                <content>EH
+1996</content>
+                <instruction instr-id="537" subinstr-id="-1"/>
+                <instruction instr-id="540" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="333" x2="355" y1="447" y2="471"/>
+                <content>AIM
+1992</content>
+                <instruction instr-id="543" subinstr-id="0"/>
+                <instruction instr-id="543" subinstr-id="2"/>
+                <instruction instr-id="546" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="0">
+                <bounding-box x1="371" x2="393" y1="460" y2="471"/>
+                <content>HBS</content>
+                <instruction instr-id="550" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="0">
+                <bounding-box x1="404" x2="443" y1="460" y2="471"/>
+                <content>OXIRM</content>
+                <instruction instr-id="550" subinstr-id="2"/>
+                <instruction instr-id="550" subinstr-id="4"/>
+                <instruction instr-id="550" subinstr-id="6"/>
+                <instruction instr-id="550" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="0">
+                <bounding-box x1="451" x2="522" y1="447" y2="471"/>
+                <content>Average of
+other estimates</content>
+                <instruction instr-id="550" subinstr-id="10"/>
+                <instruction instr-id="550" subinstr-id="12"/>
+                <instruction instr-id="550" subinstr-id="14"/>
+                <instruction instr-id="550" subinstr-id="16"/>
+                <instruction instr-id="554" subinstr-id="0"/>
+                <instruction instr-id="554" subinstr-id="2"/>
+                <instruction instr-id="554" subinstr-id="4"/>
+                <instruction instr-id="554" subinstr-id="6"/>
+                <instruction instr-id="554" subinstr-id="8"/>
+                <instruction instr-id="554" subinstr-id="10"/>
+                <instruction instr-id="554" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="73" x2="105" y1="434" y2="444"/>
+                <content>Austria</content>
+                <instruction instr-id="622" subinstr-id="0"/>
+                <instruction instr-id="622" subinstr-id="2"/>
+                <instruction instr-id="622" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="159" x2="179" y1="434" y2="444"/>
+                <content>58.6</content>
+                <instruction instr-id="622" subinstr-id="6"/>
+                <instruction instr-id="622" subinstr-id="8"/>
+                <instruction instr-id="622" subinstr-id="10"/>
+                <instruction instr-id="622" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="220" x2="231" y1="434" y2="444"/>
+                <content>79</content>
+                <instruction instr-id="622" subinstr-id="14"/>
+                <instruction instr-id="622" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="258" x2="277" y1="434" y2="444"/>
+                <content>67.9</content>
+                <instruction instr-id="622" subinstr-id="18"/>
+                <instruction instr-id="622" subinstr-id="20"/>
+                <instruction instr-id="622" subinstr-id="22"/>
+                <instruction instr-id="622" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="296" x2="315" y1="434" y2="444"/>
+                <content>72.9</content>
+                <instruction instr-id="622" subinstr-id="26"/>
+                <instruction instr-id="622" subinstr-id="28"/>
+                <instruction instr-id="622" subinstr-id="30"/>
+                <instruction instr-id="622" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="477" x2="496" y1="434" y2="444"/>
+                <content>73.3</content>
+                <instruction instr-id="624" subinstr-id="0"/>
+                <instruction instr-id="624" subinstr-id="2"/>
+                <instruction instr-id="624" subinstr-id="4"/>
+                <instruction instr-id="624" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="73" x2="109" y1="420" y2="431"/>
+                <content>Bel/Lux</content>
+                <instruction instr-id="688" subinstr-id="0"/>
+                <instruction instr-id="688" subinstr-id="2"/>
+                <instruction instr-id="688" subinstr-id="4"/>
+                <instruction instr-id="688" subinstr-id="6"/>
+                <instruction instr-id="688" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="159" x2="179" y1="420" y2="431"/>
+                <content>61.6</content>
+                <instruction instr-id="688" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="220" x2="231" y1="420" y2="431"/>
+                <content>57</content>
+                <instruction instr-id="688" subinstr-id="12"/>
+                <instruction instr-id="688" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="258" x2="277" y1="420" y2="431"/>
+                <content>56.9</content>
+                <instruction instr-id="688" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="296" x2="315" y1="420" y2="431"/>
+                <content>77.4</content>
+                <instruction instr-id="688" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="338" x2="349" y1="420" y2="431"/>
+                <content>53</content>
+                <instruction instr-id="688" subinstr-id="20"/>
+                <instruction instr-id="688" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="376" x2="387" y1="420" y2="431"/>
+                <content>60</content>
+                <instruction instr-id="688" subinstr-id="24"/>
+                <instruction instr-id="688" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="477" x2="496" y1="420" y2="431"/>
+                <content>60.9</content>
+                <instruction instr-id="690" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="73" x2="114" y1="406" y2="417"/>
+                <content>Denmark</content>
+                <instruction instr-id="753" subinstr-id="0"/>
+                <instruction instr-id="753" subinstr-id="2"/>
+                <instruction instr-id="753" subinstr-id="4"/>
+                <instruction instr-id="753" subinstr-id="6"/>
+                <instruction instr-id="753" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="159" x2="179" y1="406" y2="417"/>
+                <content>59.5</content>
+                <instruction instr-id="753" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="262" x2="273" y1="406" y2="417"/>
+                <content>48</content>
+                <instruction instr-id="755" subinstr-id="0"/>
+                <instruction instr-id="755" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="376" x2="387" y1="406" y2="417"/>
+                <content>78</content>
+                <instruction instr-id="757" subinstr-id="0"/>
+                <instruction instr-id="757" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="477" x2="496" y1="406" y2="417"/>
+                <content>63.0</content>
+                <instruction instr-id="759" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="73" x2="106" y1="393" y2="404"/>
+                <content>Finland</content>
+                <instruction instr-id="822" subinstr-id="0"/>
+                <instruction instr-id="822" subinstr-id="2"/>
+                <instruction instr-id="822" subinstr-id="4"/>
+                <instruction instr-id="822" subinstr-id="6"/>
+                <instruction instr-id="822" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="159" x2="179" y1="393" y2="404"/>
+                <content>89.1</content>
+                <instruction instr-id="822" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="220" x2="231" y1="393" y2="404"/>
+                <content>96</content>
+                <instruction instr-id="822" subinstr-id="12"/>
+                <instruction instr-id="822" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="258" x2="277" y1="393" y2="404"/>
+                <content>95.4</content>
+                <instruction instr-id="822" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="296" x2="315" y1="393" y2="404"/>
+                <content>97.5</content>
+                <instruction instr-id="822" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="477" x2="496" y1="393" y2="404"/>
+                <content>96.3</content>
+                <instruction instr-id="824" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="73" x2="103" y1="379" y2="390"/>
+                <content>France</content>
+                <instruction instr-id="887" subinstr-id="0"/>
+                <instruction instr-id="887" subinstr-id="2"/>
+                <instruction instr-id="887" subinstr-id="4"/>
+                <instruction instr-id="887" subinstr-id="6"/>
+                <instruction instr-id="887" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="159" x2="179" y1="379" y2="390"/>
+                <content>50.6</content>
+                <instruction instr-id="889" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="215" x2="235" y1="379" y2="390"/>
+                <content>67.2</content>
+                <instruction instr-id="889" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="258" x2="277" y1="379" y2="390"/>
+                <content>60.1</content>
+                <instruction instr-id="889" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="338" x2="349" y1="379" y2="390"/>
+                <content>49</content>
+                <instruction instr-id="891" subinstr-id="0"/>
+                <instruction instr-id="891" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="376" x2="387" y1="379" y2="390"/>
+                <content>65</content>
+                <instruction instr-id="891" subinstr-id="4"/>
+                <instruction instr-id="891" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="477" x2="496" y1="379" y2="390"/>
+                <content>60.3</content>
+                <instruction instr-id="893" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="73" x2="114" y1="366" y2="377"/>
+                <content>Germany</content>
+                <instruction instr-id="956" subinstr-id="0"/>
+                <instruction instr-id="956" subinstr-id="2"/>
+                <instruction instr-id="956" subinstr-id="4"/>
+                <instruction instr-id="956" subinstr-id="6"/>
+                <instruction instr-id="956" subinstr-id="8"/>
+                <instruction instr-id="956" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="159" x2="179" y1="366" y2="377"/>
+                <content>45.4</content>
+                <instruction instr-id="956" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="215" x2="235" y1="366" y2="377"/>
+                <content>75.2</content>
+                <instruction instr-id="956" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="258" x2="277" y1="366" y2="377"/>
+                <content>41.5</content>
+                <instruction instr-id="956" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="296" x2="315" y1="366" y2="377"/>
+                <content>73.5</content>
+                <instruction instr-id="956" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="338" x2="349" y1="366" y2="377"/>
+                <content>37</content>
+                <instruction instr-id="956" subinstr-id="20"/>
+                <instruction instr-id="956" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="477" x2="496" y1="366" y2="377"/>
+                <content>56.8</content>
+                <instruction instr-id="958" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="73" x2="104" y1="352" y2="363"/>
+                <content>Greece</content>
+                <instruction instr-id="1022" subinstr-id="0"/>
+                <instruction instr-id="1022" subinstr-id="2"/>
+                <instruction instr-id="1022" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="159" x2="179" y1="352" y2="363"/>
+                <content>28.0</content>
+                <instruction instr-id="1024" subinstr-id="0"/>
+                <instruction instr-id="1024" subinstr-id="2"/>
+                <instruction instr-id="1024" subinstr-id="4"/>
+                <instruction instr-id="1024" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col='3' start-row="7">
+                <bounding-box x1="258" x2="277" y1="352" y2="363"/>
+                <content>58.7</content>
+                <instruction instr-id="1026" subinstr-id="0"/>
+                <instruction instr-id="1026" subinstr-id="2"/>
+                <instruction instr-id="1026" subinstr-id="4"/>
+                <instruction instr-id="1026" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="477" x2="496" y1="352" y2="363"/>
+                <content>58.7</content>
+                <instruction instr-id="1028" subinstr-id="0"/>
+                <instruction instr-id="1028" subinstr-id="2"/>
+                <instruction instr-id="1028" subinstr-id="4"/>
+                <instruction instr-id="1028" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="73" x2="104" y1="339" y2="350"/>
+                <content>Ireland</content>
+                <instruction instr-id="1092" subinstr-id="0"/>
+                <instruction instr-id="1092" subinstr-id="2"/>
+                <instruction instr-id="1092" subinstr-id="4"/>
+                <instruction instr-id="1092" subinstr-id="6"/>
+                <instruction instr-id="1092" subinstr-id="8"/>
+                <instruction instr-id="1092" subinstr-id="10"/>
+                <instruction instr-id="1092" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="159" x2="179" y1="339" y2="350"/>
+                <content>64.2</content>
+                <instruction instr-id="1094" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="220" x2="231" y1="339" y2="350"/>
+                <content>50</content>
+                <instruction instr-id="1094" subinstr-id="2"/>
+                <instruction instr-id="1094" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="258" x2="277" y1="339" y2="350"/>
+                <content>50.4</content>
+                <instruction instr-id="1094" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="477" x2="496" y1="339" y2="350"/>
+                <content>50.2</content>
+                <instruction instr-id="1096" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="73" x2="93" y1="325" y2="336"/>
+                <content>Italy</content>
+                <instruction instr-id="1159" subinstr-id="0"/>
+                <instruction instr-id="1159" subinstr-id="2"/>
+                <instruction instr-id="1159" subinstr-id="4"/>
+                <instruction instr-id="1159" subinstr-id="6"/>
+                <instruction instr-id="1159" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="159" x2="179" y1="325" y2="336"/>
+                <content>11.8</content>
+                <instruction instr-id="1161" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="220" x2="231" y1="325" y2="336"/>
+                <content>30</content>
+                <instruction instr-id="1161" subinstr-id="2"/>
+                <instruction instr-id="1161" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="262" x2="273" y1="325" y2="336"/>
+                <content>35</content>
+                <instruction instr-id="1161" subinstr-id="6"/>
+                <instruction instr-id="1161" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="376" x2="387" y1="325" y2="336"/>
+                <content>21</content>
+                <instruction instr-id="1163" subinstr-id="0"/>
+                <instruction instr-id="1163" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="414" x2="433" y1="325" y2="336"/>
+                <content>58.5</content>
+                <instruction instr-id="1163" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="477" x2="496" y1="325" y2="336"/>
+                <content>36.1</content>
+                <instruction instr-id="1163" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="73" x2="126" y1="312" y2="322"/>
+                <content>Netherlands</content>
+                <instruction instr-id="1226" subinstr-id="0"/>
+                <instruction instr-id="1226" subinstr-id="2"/>
+                <instruction instr-id="1226" subinstr-id="4"/>
+                <instruction instr-id="1226" subinstr-id="6"/>
+                <instruction instr-id="1226" subinstr-id="8"/>
+                <instruction instr-id="1226" subinstr-id="10"/>
+                <instruction instr-id="1226" subinstr-id="12"/>
+                <instruction instr-id="1226" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="159" x2="179" y1="312" y2="322"/>
+                <content>50.4</content>
+                <instruction instr-id="1226" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="220" x2="231" y1="312" y2="322"/>
+                <content>79</content>
+                <instruction instr-id="1226" subinstr-id="18"/>
+                <instruction instr-id="1226" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="258" x2="277" y1="312" y2="322"/>
+                <content>76.7</content>
+                <instruction instr-id="1226" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="296" x2="315" y1="312" y2="322"/>
+                <content>71.7</content>
+                <instruction instr-id="1226" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="338" x2="349" y1="312" y2="322"/>
+                <content>59</content>
+                <instruction instr-id="1226" subinstr-id="26"/>
+                <instruction instr-id="1226" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="10">
+                <bounding-box x1="477" x2="496" y1="312" y2="322"/>
+                <content>71.6</content>
+                <instruction instr-id="1228" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="73" x2="110" y1="298" y2="309"/>
+                <content>Portugal</content>
+                <instruction instr-id="1291" subinstr-id="0"/>
+                <instruction instr-id="1291" subinstr-id="2"/>
+                <instruction instr-id="1291" subinstr-id="4"/>
+                <instruction instr-id="1291" subinstr-id="6"/>
+                <instruction instr-id="1291" subinstr-id="8"/>
+                <instruction instr-id="1291" subinstr-id="10"/>
+                <instruction instr-id="1291" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="159" x2="179" y1="298" y2="309"/>
+                <content>55.7</content>
+                <instruction instr-id="1291" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="220" x2="231" y1="298" y2="309"/>
+                <content>52</content>
+                <instruction instr-id="1291" subinstr-id="16"/>
+                <instruction instr-id="1291" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="258" x2="277" y1="298" y2="309"/>
+                <content>52.9</content>
+                <instruction instr-id="1291" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="11">
+                <bounding-box x1="418" x2="429" y1="298" y2="309"/>
+                <content>55</content>
+                <instruction instr-id="1293" subinstr-id="0"/>
+                <instruction instr-id="1293" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="11">
+                <bounding-box x1="477" x2="496" y1="298" y2="309"/>
+                <content>53.3</content>
+                <instruction instr-id="1293" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="73" x2="98" y1="284" y2="295"/>
+                <content>Spain</content>
+                <instruction instr-id="1356" subinstr-id="0"/>
+                <instruction instr-id="1356" subinstr-id="2"/>
+                <instruction instr-id="1356" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="159" x2="179" y1="284" y2="295"/>
+                <content>32.1</content>
+                <instruction instr-id="1358" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="220" x2="231" y1="284" y2="295"/>
+                <content>38</content>
+                <instruction instr-id="1358" subinstr-id="2"/>
+                <instruction instr-id="1358" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="258" x2="277" y1="284" y2="295"/>
+                <content>34.6</content>
+                <instruction instr-id="1358" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="338" x2="349" y1="284" y2="295"/>
+                <content>23</content>
+                <instruction instr-id="1360" subinstr-id="0"/>
+                <instruction instr-id="1360" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="12">
+                <bounding-box x1="414" x2="433" y1="284" y2="295"/>
+                <content>47.7</content>
+                <instruction instr-id="1362" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="12">
+                <bounding-box x1="477" x2="496" y1="284" y2="295"/>
+                <content>35.8</content>
+                <instruction instr-id="1362" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="73" x2="108" y1="271" y2="282"/>
+                <content>Sweden</content>
+                <instruction instr-id="1425" subinstr-id="0"/>
+                <instruction instr-id="1425" subinstr-id="2"/>
+                <instruction instr-id="1425" subinstr-id="4"/>
+                <instruction instr-id="1425" subinstr-id="6"/>
+                <instruction instr-id="1425" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="159" x2="179" y1="271" y2="282"/>
+                <content>77.9</content>
+                <instruction instr-id="1425" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="220" x2="231" y1="271" y2="282"/>
+                <content>87</content>
+                <instruction instr-id="1425" subinstr-id="12"/>
+                <instruction instr-id="1425" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="258" x2="277" y1="271" y2="282"/>
+                <content>70.5</content>
+                <instruction instr-id="1425" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="296" x2="315" y1="271" y2="282"/>
+                <content>93.5</content>
+                <instruction instr-id="1425" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="13">
+                <bounding-box x1="477" x2="496" y1="271" y2="282"/>
+                <content>83.7</content>
+                <instruction instr-id="1427" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="73" x2="89" y1="257" y2="268"/>
+                <content>UK</content>
+                <instruction instr-id="1490" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="159" x2="179" y1="257" y2="268"/>
+                <content>56.2</content>
+                <instruction instr-id="1492" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="220" x2="231" y1="257" y2="268"/>
+                <content>67</content>
+                <instruction instr-id="1492" subinstr-id="2"/>
+                <instruction instr-id="1492" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="258" x2="277" y1="257" y2="268"/>
+                <content>65.2</content>
+                <instruction instr-id="1492" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="338" x2="349" y1="257" y2="268"/>
+                <content>60</content>
+                <instruction instr-id="1494" subinstr-id="0"/>
+                <instruction instr-id="1494" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="376" x2="387" y1="257" y2="268"/>
+                <content>63</content>
+                <instruction instr-id="1494" subinstr-id="4"/>
+                <instruction instr-id="1494" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="14">
+                <bounding-box x1="477" x2="496" y1="257" y2="268"/>
+                <content>63.8</content>
+                <instruction instr-id="1496" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="73" x2="110" y1="244" y2="255"/>
+                <content>Average</content>
+                <instruction instr-id="1559" subinstr-id="0"/>
+                <instruction instr-id="1559" subinstr-id="2"/>
+                <instruction instr-id="1559" subinstr-id="4"/>
+                <instruction instr-id="1559" subinstr-id="6"/>
+                <instruction instr-id="1559" subinstr-id="8"/>
+                <instruction instr-id="1559" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="159" x2="179" y1="244" y2="255"/>
+                <content>52.9</content>
+                <instruction instr-id="1559" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="477" x2="496" y1="244" y2="255"/>
+                <content>61.7</content>
+                <instruction instr-id="1561" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..5ea9bd533a28a2117061a65fc40f9b561f9ac41c
GIT binary patch
literal 11285
zcmcJV1yEeuvaksWPH=*g!CeLz9D=*MyW1dx1PvbCgF9rf;KAJqu1V0~4k2jJf0A?W
zx#ynu{`<eGSO4sq*?aZw?%k_<)zr+_i$+C4iUr8Zg-Wx&F)@S61z-n&&FlcEf`X`Q
z>Y@NEQwKLoR5lq60GouRm8rV}1eHzWwX-FFP0|Y@tqw7T!0sxm{6kMz7}e6r;<r8M
zua3k_-7KZRP7nZ_jHQEzCB)X;6z1LC4D#F4FMq&)y8Wew`WHXk|Ggg#TSrSb7BR4c
z#sAb1&wp~H26i-c`k#8@{i`P_TL*}xD}YVP0hS60OLMRVEFlV(PSy|`02h#x@7G-1
zAg-3Cj;Jyb(c1b|i`+Q=S5;}L@bf)d63Ym9hFr2FMUpSR#+=pbFnd`nNS87<C&w;7
z+-9RO45O+s2VJZ5t}XGMoz6)+N?$+RYQJ1*3qZrZ``&xd2sSypseXNNtp04r^lU%x
zfg~`f*S64Xv&$XbrMRaps0dvXA$-ItldgMh#Oh_JYI0A07`;NlGYn4^Rh?$@HpX@K
zG5|{%JKOGNXJc-#UybA7Hjah9P{!p1K&e51QY>%Q!x!UnZXV9@DsTaViv1vENTRy%
z*hUD^=VNF~F84>ru$;y`qC9L`^Q*wf?<dT?`!CXvCychUm3Gg*W^iUadxdbTcKFO*
zYPsHd|JM9_ZZF%qs}$>5q+hH_RS*1zn^)AsoKSP%f~vTpodVAS+!)CzRM$c5zM|DF
zSmUSg%!_Yoj_C(hyY<g6PhUuxwX(0B3<cs{D@b|JS$(9w4K0RL4Ax%<C&U12BXDmV
zhS0@L7g4szOEi%4USqx+$Q@dVbtmutR+FoEN4bv}%eq*yyf=~(3Tm74M2k}z{oJXu
ztLr{UA$0e=&?@YWnw}HMT|mB~qA_A={ZqQT-C?yTG!@O1YMn{Ej>26LJMvFB52AEn
zQhx)T#0!P;ccBGD!AWgslhmeCdjpnFKNQs|!PVC3y%TGFzG#shNUe^W)EF==FOY_S
zCyjJ%bCQ_Be#JcP-MdSAM?_sq`Itshd5CP^HL(IkaNDzd`*Vd6V=QI(v#wf%lCt|@
zr4t^$#z0nhO{#uAIIL;|cU6k&vs@vGjJ?cJy6jkKX~bq_QLFpMEx6rofa&W@yXIV9
z35!@Qb4R!QN$Vkp?^O3hU*3qa?kyWSn57hh@d|Se9r!}0<)xTCpL(*W)eCfRSG{uK
zdT-*aGm96)72O$ZuRKSJr$$J{%8u#~MfGGVr`T6c4pbZrZ)DbmMv)k;t|It75$mR?
zov9C75EvulC1fTn^C*cj*LE#dMAc*mHG7<NbCT4Y_-JsNVIzR^kt3l)W>kG798Vif
zo`z(&h7*JroumV2hvbl`@#^^VVNn%zil3ouFc;Y|&VBZbq-wYxG17&(?nj*`JX9Y=
zg=U6~E2CE$<t$=OSC&TKw0{|&9`L~w6pe1^9shWk+5O@~=bWC*lz)mB^bWNP)X;sZ
zSB4xvY?1lO;%ru@0Nt&wz;ucgF}bm+#wjb1{PYf2y<av*OOKu<W0}ohx2k}C`xW+M
zOVsz3x!c*`7|yQ*%}Er@+i|)C)M&Ozn0W`P=+hrK-Q!PYP)?%I!o%1EErx^$DzO**
z3F-OKZq<zZd61+?b;+r2k+3?SPh1IjBn>;W8h@f-@g@HmjRrS`IV-X$LiL&Gk+k2z
zbFpe3oh^%pz$~#w<i(e;O4j~vy!@J6EF`1^y3!XNR=~^g2IxX3Qt6JRRx|=PQBw`B
zR?x8bM<EiYWU7JeMWI3eM!Pmr;ITd%XU^2oWGgoU#$0rVUdf_rWDQA7aztQF+)sJm
zK2m96@zsh58}v6##)%)*{bcH^ZGT{M&KmTm;I2JC8>m(qG2EIzXZCs1J?jcC%}g2$
zp-%zG#ibW%Z(<12n7%{vV5FZ(`<W#drCmmUc0^Ke9_=|Ke2j$vLZ-~GwMELr%jx<q
zIHNt&yfl+brS8<X@cky#Uq>uTb)h_~%!R3(Zh`Yfn5ssa=?`i>uk~%HT0i>J88L&k
zg1M*~>J)tib=EBv*Yxx9556nwc?*Npxi<^_3*Clz-{=m^%38*JsCKlPlO~!uoW@)j
zC70!vC*z88#RE;98-FnEnCuZK&*IZsIjR$61PV7;gA;}hz*fXF7^2n7s~*l2W=}wR
zS@0~~-qT-n7WK7zD<qu`h5{<p(f3OkSefIuUiYAIUdKUowUJT)wUyh$Q2^J?Q+<xZ
zA5AJcZ{Cq9#A|fK;W`)fpGpc`BNIH?OUYZO!#wSJYE|`y`%>^zE};;|gO6DX8#)L#
zj6><k;voGzQSr;~wMjmg&rI4Oh^8Vv)R$^15l`2mWwffOn^z*rgRhuFUZS0g5WP5w
z&=dJqirqz$)JhcmmIcI{GS=JQ?g`=PnF85Yuy|Jvp+U>X><&!^QyXK`cNm7;_J8z+
z_r3iIDukvCQ3~8Gu7fm*$o4M;Y2G6dplkP@uWBi`l96pBm|i#xfCVR7I7L;#h^-?h
z97Zfl)vH0}aaS>bl0mP+-cSkiQGNxlI9cgVUEF2<yQ|HbbybcookqQlq4JCC(`|N+
z{0V}0`nRbu@9)b8$I0J?eQ_vF;EksLkt1}Tg<b23z;T`KL6l@vf~@;=?_i%sg*>90
zHS5aCz03Nu1-Djpi*ze_vie-=^jqZ>o(eaV0b|qE+$pTj>ipVdq{wo|IAc#@_PuUy
zB=B8#zHUq!?R4ibhU&(yClKA%%r<nAFqpm$Vc{#X3-^~Qs0mgd;GbV`{6uG_O@~fM
z*CoI$Lfc;YdgKWk_s>sI$eGE}EsD+FJ55*Xi)yFGw+HCH+v=Uu4KnWtYn6_S5!Z+D
z!Y{<NRC8Szyy&R1fTlc+zMm`?k>_s*EH(p0?c!!aAmXvux$L?}1Mt(?$}fk>%q=Sn
zEk)SKQ3@<2l7*t3-q)jr>_6K;lNkSj8DvU)Oo@Y3h;GhFu=?!%?E2bVmOvOE^!<Dr
z&Q@_|N$_oAg5D<?mYoDWC!yZK6&yH*M(gF{Z!;;-j>9A5#O}B@0h9J!vbH)Ml1fs^
zlZ0Z0iK=OWgB@c(rma;>-b|On#ccbYaUIm7!xGn6+PcCoa!A9}q32?p_7L_FV&8FI
z=g{hGZLS;-3~$0{U)D{5i=c)rcj-~84uCRCfzI(9;!CNEw<>6!N}>v?y_(?+zCh_F
z=N;LG%V>$&w-Zc#X$+Jqs?Idqrc3Ibl=pbLu6xkl?W-8d#&vr68XxJ|k@7O;GOnG8
zn;^#yde<g#^v<qr&%SI4Z51t3J<V!1M!|&C(Fl?si%x1;jmRI8D5F(pEt57Sbq3Pu
z6wqDtLNzrg1~(!+{LEgg#nl_Dvf7s(ZO?4yUY}e9s=6_k@Zre3L1FHpl>b7ZTgr<D
z{7AIV4D3yP-eG`gY%@($lL@iZ6vJl>GL&AzFt-v>tFYOppt-=aGE-A3dSqI_SqW&r
z)%v0t`NFDtqL!CggFl>X_-$Y{RcNu?<mn(7FS?AK<5nm1wZf?(c03j4sR+)DK#AXV
zi^JQ9zG9a&YoJpV@=%~HrAxY44TFmy4ts!XnwkC54r6pw^z@ZX*I}_~^xhJIWg4{s
zb=<Sfk{(J1Q{w_3>|q^jb_^o!Z-kec(PG1~_-nPph3r)M__Rb<FNIxr2Ic7Kon>|U
zN2?1AxFt!;6tIiY-6ZAa@irNH1eFsC*4f8O@IEJxyjSRXOJiO=leSsGFr-e&iDSn6
zF>6#8n>7=4%&gfZGEU^veTLZALE-^#F`V}Z@@@AS5(c_yDQVa#5~hhv+j<G{QH;={
zg`WK(b&gvm92e6kHP_FQhMI38Lkx7Jw;pxaGFPOW2+>#XnYMX_zmWOK4{|GFB6zzg
zOR5${;4<&?Mmf|X+#K8{CJQAG$Ub#oyBuYT%*dw~CUtq)=u&W{FJqC?d@1%xzZY|r
zp<0w1K|Ju3Hz=^DI^HBS+Ep-)QPNDiT|x^18V0}nbmOi%*(7w7@g4UFl{jsz7TZ)Q
zhyKJFj>qheVLSXU06%7BG#RN%f3%1Sl_DE*rR12q-E4RgYAmBn>Zs|V(?gnC#xL><
zZ@)FHm#Ukn3r^=WJUOu->ojCro282Qrd>ptlAk)n2)MANg6~ly)py64BgB(-$*l$(
zh<is=ICJy~MT#Li%*j^Q4)u=aGh}Ur7fWc#<RnVS(bQ<tbw^H@s08I{NJs+>VbgMX
z=4%gAEwGT^B$xfx#LP@xD^?rfWAS8>3!WJZWS(7XgP_x;&#oF`X8ZU8M^_Tj(tJ)<
zV^OuHueo=Jtm?CTb-}x?#euR^lThkU670D5^VZ{`M(|AW664m6G}MnGojnzI$fBy&
ziR}`T>%QVDE!xi{{de+E7<(e}8XUxBtV8A()ANTSN84rTM$s>Zx+}04uQ)|rs$JFK
zQhcI&vGZA{iMA0-@vV9WdffLX(Kt=j`-W#iKJ+MjiRKuH-VI5wCQ45RnU}MxHvp)D
zwc|hZjDCTCNGrh74^6K|7`o7U(tsLSg`1c{HP6IpTuM$<c&&%f{~2X?v|Y8zrUU+%
zg2xMAa%S#XS2qvjL*o1L?(I`@7HUOpYV21YRW=QJgQdPYav2|NUZ9>_i%mm5ViT0+
z+oy0DCY(=YhE-}#L)^ROH;G%cWM}YMBqQ@-_wWq&=r>FD^zdsVcoCMeLXI}KEIbme
z*o#JWTjTM9PeZ>2OI0IhbS<T)g>`98Kl6aJ83cc0v_*7#x<P`dEz9|Z%8P~zy%J`k
zcRAb_)~z{>9+uo3$wED5;*{>%`%9GyNicUUw1`L{CIyVe97)TboTw-cy8-WZW=R6C
zEsINdr2V~;!a0R2P}Rrr{CRMB5yRo0JsTHkWg_jV!<>9ZUp+=ZK5U|9PH5`l>x>Eb
z9hP6(Yxk+wKT024+rA{Tz7w0)kiNAE(Qhw$?bm=~^jNL$*T@-w<>h(BG)c_X+Di64
zj@9kzD*j2>sKq;`C`@|DejWn<d(*3?8%Mzo;mT5zxPar&nOK867qqP|Z?*@aKFtZ8
z%7mWoq;9U{ofSOXF~KrCg7-tXk3m&jF`mJre37jJx}sLgwW0Kb0_5Q}OdF?x;4r!e
z+*METt4yyX_XpGR`<tuf2~u=Cy9h)hvMF9kQ#Vw!6o2C|k(X5<(%jG7ll<gN6{lRe
zdpo6(PQ=EWvab(iesrZ?35w?&5{Eh6;ZIodauarKWO8)?B*vq2F@6NGRn_Tx^yhR;
zPvkt${V7@L`O<cT)ze%!Uxec0RDnu*dMj{t23|yQwm*w?VjmF>dC3O?KbC_8mCEJc
z>hv@84@-iU>K`qKoSZEcj)}xXL5PDLDi}h0$@xmYqiZd49QtdRA8$NKMebZi^5KF=
zR1&`3cpd9ofZ4SdaM(1#luxWof3sRWO~N7+NdgFeflnT+*TqjMvklrl(3O^1t0|dE
z>e2Th&nEWUPmc5QIgo9!;P+`tR?whTx`20lwI7;KUMGXMIZbUx9+r$HK=t|p7o(~8
z#(ea;8pGDtaIgoO5esA#DY#`>B_V!UX|#8epd@Ha=5;)_z+1`sp8r<P{C4fuy?Q+@
zAg6ih=;w{p=oOb+Q(~D+6q)UJkBI;?$~vd|TRLK)#MjwnIr{Ht8;v`fpJ9)o(r2Pt
zNw{MPdPfg?ujK#qo_B;Vs!%PY3l$tKR4<(P=@b@@-|<#O5J%W&(o<nkCXOt8=YIcT
zIlo>qSSMUC7Qe%MXX;HD>HT$o`bkXo3yG{~bloh2dgY_hk>1ap2G7d_kl-BTpV$4u
zD1T4`z@J2g^RL)J+!gFB2KEBzv$L`Te!W3_AlN4_7Y8f5Au5}SsjDRnw*X-#YA~z;
zadkI`{2_A#aC4!uDOy_Cn*IlSHA^?JyQ{gS+aDn4PuBCtP+FZG@Cy{F{el~8zroIL
zUZepu<^cQxKd@)Qu7QAG@aB(ecEB(G@`r(nE7)A!5(3a?gRv(7n}($q#PGK#aTxo7
zh3y9TMOc2>{l-Horq-5!B|^Yov-*=!{R=JqfrMlsrVh5||5KC$<oK(v|HN`Y9K7uR
z#&VLi7oA84vHf<mN9ErTbqQp3C|p5I2(cuMlVxH}fFf{w$n>r>K-$zESKF@vxn&(=
zhsO+3-toMPP-Wx&^U_LTKfmT>(5k=B&Hm4*Gb@{p+vCH#*KV#JF0MBlnfX7zJG*-4
zKX7uDHG2gVa9!kqmv{5L35Yo_7`X^M=|0pg_Xj9ziN8XxY;Lk!PjzAy=CRuq-|lCt
zx~1UqM{nm;@LTNo3Hcg&`95=Dj3=AJ@$9BUUA(n8%n&MedmR|ynyYVT$6vf2H|CDJ
z7Pl<-(caF+-^kM&FwWI@3TRwn0+Kf^K7U+sj-wrK+gcr6r!i3NHMeAM2d^iyS!rbi
z&f|R^HXqol^1A$T-n7Q*VnCjxdVHY>O>O7aPH$c_jsW)C&X~Q;zUh~Jorko|o!g`@
zv69l&wlQ?~l_<NXE@F3waI{H<c95PG{_G^Glct*)ZQy0j1#w2ozEFgZi_*g3Tao-P
z-yg@s?_3`F?ptI7)Z*OhT73s$zg2>SW5=bXiwkk-I4mg#aTVLu&FiN9oViXxiXKxR
zNFA*~Qv+HZ?S?!#0q08&KM$(LFwvLp#$U~oNz&Y}tV~tJVu+BLc)CplaH9`~EpGD#
zyB*B&KYVqJyW#01#W<V1TX+b4Uwu?%xI_dt+guJ=;qS+;<Nr>phaY6lM9+bY;6fi0
zM$*}t=fQtnb{f3*0cyhA5NY3VkaVSN?!6nspo4sGK~O@Q`~ogruiU?+kP%daX8lEH
zVf1Zj^lRhNflE6S{a2B*(CQZD<y)X>r0_+z5kM~$ZHk{sg0Fn+tAlW2ID?#OpAEve
zdWqO4)ro5v!GXH!#TA1A@jQoD*9@|E4P-><D1f7Tqt=+Cx;rOSKNX$zXcQcAt9QKS
ziGA@IG^`q;W^F64*&t}h9H_fyvT%l@s49Ss>*Q#sL&pxgakce4JonqRu+5@qug_mE
z>-G08EpP4zD~@!yAlOrb>$E1k8lPKNqJvscl4d1G3!Hi++_68FWR@njIJaA}Q5nxB
zwh(@h53<R|FSy;Gzm>)D)VSYFYTB`9r8vHxZ;ehZ1qWpI8xX6ZNNEmAx!2bMWYXDX
z<@%V_XcdxiRHKs98D&vE3!GSfFGwadWJbx0(tYC1yp<$eY&Ts(y@gpr+%~o~xqTxu
z;DNgJj)kTB*tljq%!ov^B}8_b!YYB)v;gu}uV_R=mcMDGHnsF+3O$+BK_WoUI+T8>
zMtMO+zr#7nBg?$e;k^d8(T5ro@$y(jn`S?Lu6!bMf)a}!Y8vc1`gC?xSqT<7tFj_$
z1Mt_VqhOtLWE(>qiGvC(A?~##5N2t<>)6>w2FGrL8$^;(QR>`)+}_)Ybi|g3Fh8r<
zj{-X1o*0=MBI`<NmB49Qko8t?b5uiC2^JE;97*$a_dlH7%bCY^pV4HVZw@MQZF{$K
zS+c<Xvv&yL&pFJ8Mn0v%C>@ebE21=efsadD_O?W_Um-;!<bcKJ^q!i4@6S9l$}K2X
zC`}(rO1oQ4A9EMaZ3qD06;h<Khg;eWZ5=RwBV>LB&U-_I`z&OX*<^tF2?YpErzGf&
zSNoY!z0LyiKi0vdIY}9v<1SK%Wm2+0Vgl>nHKZwKH2|J7aZf`89Q%xP!6gf?)3rJS
zR(gri0;?Vg5Ulj+rHL88O3xLfbM(&~-M5Ijlad+NtB&S=*2q0BQMw;`seh9eH6N}!
z7jHl7!dsyy-ERCbcKj?D@gR*|R=SUwpH^WOTQw>+opBEtR({EdkFjr9-#we`uYkK>
z7?~pOFe{9&YPM@X(P&*3a&5SCe$ABf;rL6Em6NdypPv7u2?H*zY($#mr;rFWO1lIO
zbsB~>?-3(~SCQ_qZ{}%4>&H>2s_Kg{e8;3{R(;KG`;j(P^&De_x$=a$0E2QR_8hdO
zVQG>dLn6v3>{MCQY39Cp@3f<v8B*m%(L8|wnM6A0-+VgV%CInh>VNFe+F`}{fv3yg
zh+f6qhqpfW@-Desj8*{$2N)HPf*UF^OKI_5PORtRU3=5Yr;F$RSb@7W_c^mJlfEAk
zV~<`vl0R=aU)qh_S$Ys^nv^5*e{b>uht@VUO|m>BLXX03icy{B!#CI*ATML>qk}M>
z5?n++L?<|4Ts{4Ypm;dM|LsS?*%z*)h2Dd(wJ!+$=A8T){M-nAtZT$ryb#fmNf<HX
ze2<ZY5TK%V?d!WBs3^=mFVF!sn{WEYb40WFNVXHVcr9jUCcH~zw;r=BxO3w3&{jy^
zao?9s<>+&UwaBydW3un$YFRE*LGEt0)-Za~fO9QuN8aQnpxtmV!9$VwG9kdBYQFS^
zLHdf?dC8Arxc<?LIHxUFsMURSt8DOK%F((Jj!VbmjYvlUcCzP`EMtfb+p%dA5`u3=
zMsx4TnKi;oH^|_r$+J!#c$VqRe&ni&#8LwBv^{5JPxcV#47=y`1GN2#jJ;6vBWF<d
zizu%}VV|j=mvjDHyW$7IrVyfm?R3OX&md_fp9q&+yK={OKcT1to<nY{l=dzW=FmIa
z3aSNm7Ogw0_UN?FQ(s<}HwWZ$2?|4VW@hbx=YDf1RPwF<YWkmoj4tq8<O4?65WeFT
zC6Q2Wp8FS=70O9i4$!#mhqw3f6Dn!Mmm-b$jHS&XF?{t_QcJU?QyM1XG<})X)}$k(
z7}Y=h>8ioD9y?uXk%rS*OD}IcG798mz<Oz-B!EsigJIWQkGEqRp+^@suh)tE0rTFq
z##g=-8#lM-(;ksoO<z3u&y}yQD6u{a!WBx|MZXZD&;#|_Od%A2E(uvqLv5bpNr>**
zsSIyCHx8e74oy1Fvj&B~I&9$C1e0WKM41=pr92!Ec`kqQl4HuzhhN68M|a9nlRw1e
z6^&;7xGTvCMcKHi);?9b+aEO?6{W3dz!YndiBD$5sws*Z#hXSjdk0BiXD}48QX)XX
zokpPEh9pFYwTO%+vhF9d{}y|VyINq^6-AK(DE?FvM7#*u-KY(4L5FLJC(f_SLe2&~
z-4!DU8LvUwrR+e?Hb<V6%!9iLjmyizE<t?hrs+L^(91H%1U)~oglgPgBNZb+q4QIm
z^zVZLIYZ2-><`d|5^rn*Nc2v8<Ud5()I_bZ&J2AO``DX>{zL!M6y*<lMtl2`E<xWc
ziz_-A*H@G;uB_jG^Y3FmR!-aW9~y<7zWK|H9#2Sg-@nyeGKPj6hmRim3tIDK!-ly}
zsheJM)ZOCJHoYVd_7&T0N6snPA{42Yi<zRNlZvv!`p{xh-$z~m>L6qRhWtwV)iPU}
zKY%KB_<YCVX3P+ZK6icR`uzxO;SEweBD?|KXsN~zA^gN?bl7Ehk}SBZ$hmrqfP7v?
z7&W8#>QEqiAXCu8JBS)eW#-~-g{mYyx_%xas|1VbJOo84yzlT_0WT{yt$)v5ZWl5%
zsx;{KF6k|7$R`psL%}H^WEwQH1}veIh$)x>{>K#4DDiZEKV#&-4=4F?8Fu2yeG@k3
zt*De64W|2H-?8$Oe@8&T=)`nWK*;E%d&dHc%_XIs%m94ZK9-~QWf3K@E#__iVmgBt
z2{5V=m-aOYM;+|sMS@e;$f^3B+w2ASGedqO1*Z?mgzh*wY`6o5vJy6WcoYIV4FYnp
z_|rwtxuwcy30Yjt>TM9G%Fv|b4=MCEqNZ@f-_DDOo=3GQ=I1J0UV7LbFx}`#*WC!C
zmn}_fU`2Utl+r`rBn&=Ezb4{pbfi|j?&yU7Nas8v;R1*LW_U~~>!bbWh>>ZnBMJhk
zAWJQa9!WK=pQ}*o79Y5ws=9?JiSKJ;aLf0KJf7ljgPS(2R{9IgzHauqhNP<IRkpB>
za^7V;&`v6>Q`}P$or@PvRw*gGf}q|P5S^RT&9D)_e@T+=4>G&SSKrNTl=vkBA2Q6L
zWQ%noBG1HSD|FhV`5PcMi+RLIcILCH#mw?$%VfJD&Pp1^^AD1jL|s$5$5N;e1j6sv
z?Vhxh9j8A8#Bwz60ENk(u3E%`)d`fBu7urI`R#U>7B?c#Ke$yo6x8IBw8tN}+UX>%
z%qZZn?=kBZQ57b#Dg{F}HKujzWWtpwvO&QR8@%a$oA}r)IqwymM2u`P{uOm5Y`zo-
zO1vmP1a+^1sHm4C9(Av*fk$@GP6?z1%GR075(VubloR`uY+svcnj_DV(w9`qLa~lZ
zepG=`gI_Bv(T#!|gn-KRu^VGchxU%&LSEB{Uqd53kEhAR@x`1@{r!-{jc2GPHy-9#
z&WI*eYl(dkt1Ysh43${F;f>*h<GVmN8RLJNr#=ohAI%9zyoHWc=z<7<<~(^V?}aD=
z&3fXc{6TedmQw`YBJ0T{gEgG}01@1X2xC!Y5a$G3#kPjI=1hd<7?FmXQFU2OxLqup
z7AQ<*EHG&Q2L0Mt8cs9%%=cN_GOyEZ&HXA{0Nj#)0C`_(Aw}MaM}nO+68zYuA#MO(
zy@EgBhyBsjdF_F}^6H`YD8KxRgQ1d&s2LM7z7+R)=J|Ye9qTa@GU8BoAaMm1v^J+P
zq(U589eXvaC!u6%2yao1k=?^@k9bgx-Xyl50$Q;kE6=bKPk|7ZZK9WF5QwLIG1uI%
zFToM7u*<8ysTl6KOu<C!V+-<-xLdrk5Rk6pOIoJ?DlYInRQak^<#}&4;d6t%-Ab!n
zxmSH(bIabd+J5s?<`?waB72`h6Xk88vEOg25|<?>WdGt~l3}*aN(D1Utex=reu8@G
zgud8*zIw@^kDVqZRE_NkM@hI+ehw(uTL)2%qGLZ;R!GaOtfp+QuWTE=jE_xc?u$5R
zkf5AcykuKM^g?%b=Dszo^pS@9T;?9iwF+(;*}(|#p<VJc{I)W-d38Dt5X$zq?>p#t
zZaIqMcaXKw@Dk@+@`MOmZ+ni@-h6w<d%k}2ecjp;X{lnPEX0eUQdoGZnAu`N_J|jg
z^s`Y@dE|U4H*GXU<ou!DZBQ*5SH=q*K(O~N-o7qpNw{S^Q<0Oxeoc!ENNoo~={`=R
zLhxF2pVTLhbv<g9FHFSn8EVNyeg}pISV;ZRe<9?VH}xY$kGHh3^TujJ$NTPO>9if9
zj(MUSoPLAWPq#}uLYQ!i4JdwlnPso1mpr)&o<;M?zt|osNsF54BIUz(n`a))S7)~#
z>mnsaa03#jQ9;dM1x^!(n!pOoA)(Z70B>P}ksZWmkGNfpUL+P)cAz*~lc64?sYs^<
zvQ`;;-CZ_7UdGp<Ge;-}LP9N@=<&5F|3-LL&W64B6zD&zYZU1CwsDL474j<HN$k#b
zteR%kwpUn7c~~2&WYgz}l^Nw={B!rbDq`ez8N~BR`pI%!am;M^b{oX=FT;~jVflkn
zVMZ~8uoUg?uweg^k@(1|ia|xHp7czb(}}YYhmog>R$}ci?>=`=uqzthli1JV%wzo#
zG|P7>V%SGe>V_WJf{dq<iy+ircM5;M5#}77boU|lT-vN2999c`Dw6lIVEzEBv%C%c
zG;lt1$78LNl%Bo3xt-hwV-L8<tm{BkSj(am?6|4Xpj-DPOvyA86zph&*U)cM9h3FR
zV+E)7d3F!?in=`}Uy372d^a})b+LlT;n%lH#M6Rd?*F*v9DKa1u)eZBo>d`Jh_;Qy
zeD&01k@1u-DmAg29Gnqq^_uwhGboc^Nd2>{K3i*;-p@!6v0BeGk9W)q397aPP*DL_
z#-j?|dU5FFc!sC|7wVB2myNViu@D%=7Pk1wPD<zAX34ca8_FZ&5A~QwUoa(-302WV
zO!D|o-ywB2;JvTJ$D3@OPGbA3bQ#|^r~^_f8$W<OimOUfccg^qTaIlDFExb83r7+|
zSveS6*10Anl_XO^XokCZ5M9p6P$^OEXvCJG(%o$qik3-+-F2al_3`RcDR4x)V$i&i
zj6hcAr=?ilU$<M$@N0@Y@Xcb-_gpfdlJM<iwS3K5M*E7aY(g3rc6$br&bFGT(>0$w
zMCTexJr0ULj((pmAeJ9oZD}vlz%}R^n-S}ikFsM{4CP0nrfkq~%kN3i>}MJjGpZon
zEz%j*8}_nQjVYEj?AsU?-;oPvDv#8T-EZSa=sE`}t9Jc1mCZT`R<YGq&NdB{FE5j?
z(t20dzFn6cLPi$znWx_q>YGj8HI+Vp#_)JxwV0a98|k;;u;=><U;FeC?@_St6*Tko
zuGi|o(D=cpj_gxz!5R(Gg5k*O;fAB+%>xzzzp+yIYTcu&j6K<m;@<pi?~d0=T1QJ!
z6$TXOo^<z(tldKV#JD+s=j-W~zMc4qjo(R|QAu&^yX!!s#{?tpo14m}hX~&j<Ef>V
zqnnKF&+GS)vq7()ei;u#Mlaj-b+>Ao9*|xeb>{m8fk!@L(%E^>q$WHZ$Mt94pL$q&
z)VgHF_un1_tonOtJ7h7<<j!2X2xbo~LR``#duy(J&=)4SxKn2!`o4s0x4rjkUIfME
zduu;z1<BAB(maY;0<y?s@g`2Q4A^SB;_^<Ghc36mPmkHjuCD42Klff=7dTU(_k*{N
z9yngi44MfVW8`k^Y(Vm-e{y8Ao;%c^z4p#icx;F`5@;XH)Yb+LcQCE?NiXMi94j~W
zmxrIN@#akQ&y7KCTOK>LVwKy{M79}=F@-Iim~5d>0+sNUe3(<*YS`2O%~nnW>u3a}
zOqd3eZ0nBw?u>&PK36q3g9UN9<@7fiZyHM%3OqauJ`+wzwq(NJojxqScarPaj^mlx
zsh@c0YhA*}rBa=QuWxBPO=o+FnHqv+e7dtI_+x8u<~;pXF~0KNUI)2XyBq5B=ZaOU
z_d0h+6HnkAN2gH#JAe#?k>Y=W)Bg=Y2K|2}$iD&a{}v(tCcFQ4hWyt|$lF@D0rY?2
zbv3~69I3$wx;WS!2GBYF3ZdQpjY9t$j{n7|-TsN&|G?JbrZ5r>w*EJpf7@Lt4%-w6
z0lNa|A0FYH;Vj^+;2?1JZ~!<U94j0b>;S;Az}}v}57xhEu)>+cf#Dn(V3gk#Y~gMW
z+kHrH3xPp&7H8Q0OfU-&1OgcRA#t{_Vs*1(b+Ux8IDkD(t!*t?&B2Za3@}?ou!RI{
z$0C4Uf}evO$jQ#d4gzwq135rU>>PCL>~t`d-vQc!o&Fzs|JtnS<!Wh#$_@a6P}%={
z0k}aRP7uHf@P`b@&czGs3jBHjoc<yEWAsap`(H9H5C@FS|6LCV>n{9V#tZ8f{7nYr
zhAs8K$v8M+75kfvlO5KT_?rwi{2lYZVga&q0Qvr|$Hnts=K-7A-(v={gFydP#?1~}
z3IBX9#MRW+!O|7=cMC<<$qEbr{?S}vQv-uxJ)GYQ6V}kM^|t(#S~gh;fWDxGIS+@W
z1qjH=%>(4%GdDNmwld@81#)p(@$qt)nQ;gUa`J&VEG&3AILts6Jly6SygWQ0Q(iMO
jP75>G!3z}r-E(n+n7TrK*A2+d%fX9ELnEmyh5CO0w~=p9

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-reg.xml
new file mode 100644
index 00000000..46b5f5a3
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-reg.xml
@@ -0,0 +1,321 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-006-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='14'/>
+         <instruction instr-id='14' subinstr-id='2'/>
+         <instruction instr-id='14' subinstr-id='4'/>
+         <instruction instr-id='14' subinstr-id='6'/>
+         <instruction instr-id='14' subinstr-id='8'/>
+         <instruction instr-id='14' subinstr-id='10'/>
+         <instruction instr-id='14' subinstr-id='12'/>
+         <instruction instr-id='14' subinstr-id='14'/>
+         <instruction instr-id='14' subinstr-id='16'/>
+         <instruction instr-id='14' subinstr-id='18'/>
+         <instruction instr-id='14' subinstr-id='20'/>
+         <instruction instr-id='14' subinstr-id='22'/>
+         <instruction instr-id='14' subinstr-id='24'/>
+         <instruction instr-id='14' subinstr-id='26'/>
+         <instruction instr-id='14' subinstr-id='28'/>
+         <instruction instr-id='14' subinstr-id='30'/>
+         <instruction instr-id='14' subinstr-id='32'/>
+         <instruction instr-id='14' subinstr-id='34'/>
+         <instruction instr-id='14' subinstr-id='36'/>
+         <instruction instr-id='14' subinstr-id='38'/>
+         <instruction instr-id='14' subinstr-id='40'/>
+         <instruction instr-id='14' subinstr-id='42'/>
+         <instruction instr-id='14' subinstr-id='44'/>
+         <instruction instr-id='14' subinstr-id='46'/>
+         <instruction instr-id='47'/>
+         <instruction instr-id='47' subinstr-id='2'/>
+         <instruction instr-id='47' subinstr-id='4'/>
+         <instruction instr-id='47' subinstr-id='6'/>
+         <instruction instr-id='47' subinstr-id='8'/>
+         <instruction instr-id='49'/>
+         <instruction instr-id='51'/>
+         <instruction instr-id='51' subinstr-id='2'/>
+         <instruction instr-id='79'/>
+         <instruction instr-id='79' subinstr-id='2'/>
+         <instruction instr-id='79' subinstr-id='4'/>
+         <instruction instr-id='79' subinstr-id='6'/>
+         <instruction instr-id='81'/>
+         <instruction instr-id='83'/>
+         <instruction instr-id='110'/>
+         <instruction instr-id='110' subinstr-id='2'/>
+         <instruction instr-id='110' subinstr-id='4'/>
+         <instruction instr-id='110' subinstr-id='6'/>
+         <instruction instr-id='110' subinstr-id='8'/>
+         <instruction instr-id='110' subinstr-id='10'/>
+         <instruction instr-id='110' subinstr-id='12'/>
+         <instruction instr-id='110' subinstr-id='14'/>
+         <instruction instr-id='110' subinstr-id='16'/>
+         <instruction instr-id='112'/>
+         <instruction instr-id='114'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='141' subinstr-id='2'/>
+         <instruction instr-id='141' subinstr-id='4'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='173' subinstr-id='12'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='204' subinstr-id='2'/>
+         <instruction instr-id='204' subinstr-id='4'/>
+         <instruction instr-id='204' subinstr-id='6'/>
+         <instruction instr-id='204' subinstr-id='8'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='237' subinstr-id='4'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='241' subinstr-id='2'/>
+         <instruction instr-id='241' subinstr-id='4'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='301' subinstr-id='2'/>
+         <instruction instr-id='301' subinstr-id='4'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='336'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='364' subinstr-id='2'/>
+         <instruction instr-id='364' subinstr-id='4'/>
+         <instruction instr-id='364' subinstr-id='6'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='396' subinstr-id='2'/>
+         <instruction instr-id='396' subinstr-id='4'/>
+         <instruction instr-id='396' subinstr-id='6'/>
+         <instruction instr-id='396' subinstr-id='8'/>
+         <instruction instr-id='398'/>
+         <instruction instr-id='400'/>
+         <instruction instr-id='427'/>
+         <instruction instr-id='427' subinstr-id='2'/>
+         <instruction instr-id='427' subinstr-id='4'/>
+         <instruction instr-id='427' subinstr-id='6'/>
+         <instruction instr-id='427' subinstr-id='8'/>
+         <instruction instr-id='427' subinstr-id='10'/>
+         <instruction instr-id='427' subinstr-id='12'/>
+         <instruction instr-id='429'/>
+         <instruction instr-id='431'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='459' subinstr-id='4'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='463'/>
+         <instruction instr-id='491'/>
+         <instruction instr-id='491' subinstr-id='2'/>
+         <instruction instr-id='491' subinstr-id='4'/>
+         <instruction instr-id='491' subinstr-id='6'/>
+         <instruction instr-id='491' subinstr-id='8'/>
+         <instruction instr-id='493'/>
+         <instruction instr-id='495'/>
+         <bounding-box x1='113' y1='536' x2='460' y2='750'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='1'>
+         <instruction instr-id='557'/>
+         <instruction instr-id='557' subinstr-id='2'/>
+         <instruction instr-id='557' subinstr-id='4'/>
+         <instruction instr-id='557' subinstr-id='6'/>
+         <instruction instr-id='602'/>
+         <instruction instr-id='602' subinstr-id='2'/>
+         <instruction instr-id='602' subinstr-id='4'/>
+         <instruction instr-id='602' subinstr-id='6'/>
+         <instruction instr-id='602' subinstr-id='8'/>
+         <instruction instr-id='602' subinstr-id='10'/>
+         <instruction instr-id='602' subinstr-id='12'/>
+         <instruction instr-id='602' subinstr-id='14'/>
+         <instruction instr-id='602' subinstr-id='16'/>
+         <instruction instr-id='602' subinstr-id='18'/>
+         <instruction instr-id='602' subinstr-id='20'/>
+         <instruction instr-id='602' subinstr-id='22'/>
+         <instruction instr-id='602' subinstr-id='24'/>
+         <instruction instr-id='641'/>
+         <instruction instr-id='641' subinstr-id='2'/>
+         <instruction instr-id='641' subinstr-id='4'/>
+         <instruction instr-id='641' subinstr-id='6'/>
+         <instruction instr-id='643'/>
+         <instruction instr-id='643' subinstr-id='2'/>
+         <instruction instr-id='643' subinstr-id='4'/>
+         <instruction instr-id='643' subinstr-id='6'/>
+         <instruction instr-id='684'/>
+         <instruction instr-id='684' subinstr-id='2'/>
+         <instruction instr-id='684' subinstr-id='4'/>
+         <instruction instr-id='684' subinstr-id='6'/>
+         <instruction instr-id='684' subinstr-id='8'/>
+         <instruction instr-id='684' subinstr-id='10'/>
+         <instruction instr-id='686'/>
+         <instruction instr-id='686' subinstr-id='2'/>
+         <instruction instr-id='686' subinstr-id='4'/>
+         <instruction instr-id='688'/>
+         <instruction instr-id='688' subinstr-id='2'/>
+         <instruction instr-id='688' subinstr-id='4'/>
+         <instruction instr-id='688' subinstr-id='6'/>
+         <instruction instr-id='688' subinstr-id='8'/>
+         <instruction instr-id='688' subinstr-id='10'/>
+         <bounding-box x1='112' y1='346' x2='461' y2='397'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='2' page='2'>
+         <instruction instr-id='18'/>
+         <instruction instr-id='18' subinstr-id='2'/>
+         <instruction instr-id='18' subinstr-id='4'/>
+         <instruction instr-id='18' subinstr-id='6'/>
+         <instruction instr-id='18' subinstr-id='8'/>
+         <instruction instr-id='18' subinstr-id='10'/>
+         <instruction instr-id='18' subinstr-id='12'/>
+         <instruction instr-id='18' subinstr-id='14'/>
+         <instruction instr-id='18' subinstr-id='16'/>
+         <instruction instr-id='18' subinstr-id='18'/>
+         <instruction instr-id='18' subinstr-id='20'/>
+         <instruction instr-id='18' subinstr-id='22'/>
+         <instruction instr-id='18' subinstr-id='24'/>
+         <instruction instr-id='18' subinstr-id='26'/>
+         <instruction instr-id='18' subinstr-id='28'/>
+         <instruction instr-id='18' subinstr-id='30'/>
+         <instruction instr-id='18' subinstr-id='32'/>
+         <instruction instr-id='18' subinstr-id='34'/>
+         <instruction instr-id='43'/>
+         <instruction instr-id='43' subinstr-id='2'/>
+         <instruction instr-id='43' subinstr-id='4'/>
+         <instruction instr-id='43' subinstr-id='6'/>
+         <instruction instr-id='43' subinstr-id='8'/>
+         <instruction instr-id='45'/>
+         <instruction instr-id='67'/>
+         <instruction instr-id='67' subinstr-id='2'/>
+         <instruction instr-id='67' subinstr-id='4'/>
+         <instruction instr-id='67' subinstr-id='6'/>
+         <instruction instr-id='69'/>
+         <instruction instr-id='91'/>
+         <instruction instr-id='91' subinstr-id='2'/>
+         <instruction instr-id='91' subinstr-id='4'/>
+         <instruction instr-id='91' subinstr-id='6'/>
+         <instruction instr-id='91' subinstr-id='8'/>
+         <instruction instr-id='93'/>
+         <instruction instr-id='93' subinstr-id='2'/>
+         <instruction instr-id='93' subinstr-id='4'/>
+         <instruction instr-id='115'/>
+         <instruction instr-id='115' subinstr-id='2'/>
+         <instruction instr-id='115' subinstr-id='4'/>
+         <instruction instr-id='115' subinstr-id='6'/>
+         <instruction instr-id='115' subinstr-id='8'/>
+         <instruction instr-id='115' subinstr-id='10'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='137' subinstr-id='4'/>
+         <instruction instr-id='137' subinstr-id='6'/>
+         <instruction instr-id='137' subinstr-id='8'/>
+         <instruction instr-id='137' subinstr-id='10'/>
+         <instruction instr-id='137' subinstr-id='12'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='160' subinstr-id='4'/>
+         <bounding-box x1='193' y1='619' x2='413' y2='711'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='3'>
+         <instruction instr-id='12'/>
+         <instruction instr-id='12' subinstr-id='2'/>
+         <instruction instr-id='12' subinstr-id='4'/>
+         <instruction instr-id='12' subinstr-id='6'/>
+         <instruction instr-id='12' subinstr-id='8'/>
+         <instruction instr-id='12' subinstr-id='10'/>
+         <instruction instr-id='12' subinstr-id='12'/>
+         <instruction instr-id='12' subinstr-id='14'/>
+         <instruction instr-id='12' subinstr-id='16'/>
+         <instruction instr-id='12' subinstr-id='18'/>
+         <instruction instr-id='12' subinstr-id='20'/>
+         <instruction instr-id='12' subinstr-id='22'/>
+         <instruction instr-id='12' subinstr-id='24'/>
+         <instruction instr-id='12' subinstr-id='26'/>
+         <instruction instr-id='12' subinstr-id='28'/>
+         <instruction instr-id='12' subinstr-id='30'/>
+         <instruction instr-id='12' subinstr-id='32'/>
+         <instruction instr-id='12' subinstr-id='34'/>
+         <instruction instr-id='12' subinstr-id='36'/>
+         <instruction instr-id='12' subinstr-id='38'/>
+         <instruction instr-id='29'/>
+         <instruction instr-id='29' subinstr-id='2'/>
+         <instruction instr-id='29' subinstr-id='4'/>
+         <instruction instr-id='29' subinstr-id='6'/>
+         <instruction instr-id='29' subinstr-id='8'/>
+         <instruction instr-id='29' subinstr-id='10'/>
+         <instruction instr-id='29' subinstr-id='12'/>
+         <instruction instr-id='31'/>
+         <instruction instr-id='33'/>
+         <instruction instr-id='50'/>
+         <instruction instr-id='50' subinstr-id='2'/>
+         <instruction instr-id='50' subinstr-id='4'/>
+         <instruction instr-id='50' subinstr-id='6'/>
+         <instruction instr-id='50' subinstr-id='8'/>
+         <instruction instr-id='50' subinstr-id='10'/>
+         <instruction instr-id='50' subinstr-id='12'/>
+         <instruction instr-id='52'/>
+         <instruction instr-id='54'/>
+         <instruction instr-id='56'/>
+         <instruction instr-id='56' subinstr-id='2'/>
+         <instruction instr-id='56' subinstr-id='4'/>
+         <instruction instr-id='56' subinstr-id='6'/>
+         <instruction instr-id='58'/>
+         <instruction instr-id='60'/>
+         <instruction instr-id='62'/>
+         <instruction instr-id='62' subinstr-id='2'/>
+         <instruction instr-id='62' subinstr-id='4'/>
+         <instruction instr-id='64'/>
+         <instruction instr-id='66'/>
+         <instruction instr-id='68'/>
+         <instruction instr-id='68' subinstr-id='2'/>
+         <instruction instr-id='68' subinstr-id='4'/>
+         <instruction instr-id='68' subinstr-id='6'/>
+         <instruction instr-id='70'/>
+         <instruction instr-id='72'/>
+         <instruction instr-id='76'/>
+         <instruction instr-id='76' subinstr-id='2'/>
+         <instruction instr-id='76' subinstr-id='4'/>
+         <instruction instr-id='76' subinstr-id='6'/>
+         <instruction instr-id='76' subinstr-id='8'/>
+         <instruction instr-id='76' subinstr-id='10'/>
+         <instruction instr-id='76' subinstr-id='12'/>
+         <instruction instr-id='76' subinstr-id='14'/>
+         <instruction instr-id='78'/>
+         <instruction instr-id='78' subinstr-id='2'/>
+         <instruction instr-id='78' subinstr-id='4'/>
+         <instruction instr-id='80'/>
+         <instruction instr-id='80' subinstr-id='2'/>
+         <instruction instr-id='80' subinstr-id='4'/>
+         <instruction instr-id='80' subinstr-id='6'/>
+         <bounding-box x1='107' y1='641' x2='486' y2='730'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-str.xml
new file mode 100644
index 00000000..0a7207b9
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006-str.xml
@@ -0,0 +1,725 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-006-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="113" x2="145" y1="739" y2="750"/>
+                <content>Names</content>
+                <instruction instr-id="14" subinstr-id="0"/>
+                <instruction instr-id="14" subinstr-id="2"/>
+                <instruction instr-id="14" subinstr-id="4"/>
+                <instruction instr-id="14" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="237" x2="360" y1="739" y2="750"/>
+                <content>Own brands market share</content>
+                <instruction instr-id="14" subinstr-id="8"/>
+                <instruction instr-id="14" subinstr-id="10"/>
+                <instruction instr-id="14" subinstr-id="12"/>
+                <instruction instr-id="14" subinstr-id="14"/>
+                <instruction instr-id="14" subinstr-id="16"/>
+                <instruction instr-id="14" subinstr-id="18"/>
+                <instruction instr-id="14" subinstr-id="20"/>
+                <instruction instr-id="14" subinstr-id="22"/>
+                <instruction instr-id="14" subinstr-id="24"/>
+                <instruction instr-id="14" subinstr-id="26"/>
+                <instruction instr-id="14" subinstr-id="28"/>
+                <instruction instr-id="14" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="381" x2="460" y1="739" y2="750"/>
+                <content>Number of items</content>
+                <instruction instr-id="14" subinstr-id="32"/>
+                <instruction instr-id="14" subinstr-id="34"/>
+                <instruction instr-id="14" subinstr-id="36"/>
+                <instruction instr-id="14" subinstr-id="38"/>
+                <instruction instr-id="14" subinstr-id="40"/>
+                <instruction instr-id="14" subinstr-id="42"/>
+                <instruction instr-id="14" subinstr-id="44"/>
+                <instruction instr-id="14" subinstr-id="46"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="113" x2="151" y1="726" y2="736"/>
+                <content>Franprix</content>
+                <instruction instr-id="47" subinstr-id="0"/>
+                <instruction instr-id="47" subinstr-id="2"/>
+                <instruction instr-id="47" subinstr-id="4"/>
+                <instruction instr-id="47" subinstr-id="6"/>
+                <instruction instr-id="47" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="291" x2="310" y1="726" y2="736"/>
+                <content>28.0</content>
+                <instruction instr-id="49" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="426" x2="442" y1="726" y2="736"/>
+                <content>n.a.</content>
+                <instruction instr-id="51" subinstr-id="0"/>
+                <instruction instr-id="51" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="113" x2="144" y1="712" y2="723"/>
+                <content>Casino</content>
+                <instruction instr-id="79" subinstr-id="0"/>
+                <instruction instr-id="79" subinstr-id="2"/>
+                <instruction instr-id="79" subinstr-id="4"/>
+                <instruction instr-id="79" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="291" x2="310" y1="712" y2="723"/>
+                <content>24.8</content>
+                <instruction instr-id="81" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="420" x2="442" y1="712" y2="723"/>
+                <content>1800</content>
+                <instruction instr-id="83" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="113" x2="166" y1="698" y2="709"/>
+                <content>Intermarché</content>
+                <instruction instr-id="110" subinstr-id="0"/>
+                <instruction instr-id="110" subinstr-id="2"/>
+                <instruction instr-id="110" subinstr-id="4"/>
+                <instruction instr-id="110" subinstr-id="6"/>
+                <instruction instr-id="110" subinstr-id="8"/>
+                <instruction instr-id="110" subinstr-id="10"/>
+                <instruction instr-id="110" subinstr-id="12"/>
+                <instruction instr-id="110" subinstr-id="14"/>
+                <instruction instr-id="110" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="291" x2="310" y1="698" y2="709"/>
+                <content>24.7</content>
+                <instruction instr-id="112" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="420" x2="442" y1="698" y2="709"/>
+                <content>2500</content>
+                <instruction instr-id="114" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="113" x2="140" y1="685" y2="696"/>
+                <content>Géant</content>
+                <instruction instr-id="141" subinstr-id="0"/>
+                <instruction instr-id="141" subinstr-id="2"/>
+                <instruction instr-id="141" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="291" x2="310" y1="685" y2="696"/>
+                <content>20.0</content>
+                <instruction instr-id="143" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="420" x2="442" y1="685" y2="696"/>
+                <content>1800</content>
+                <instruction instr-id="145" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="113" x2="156" y1="671" y2="682"/>
+                <content>Carrefour</content>
+                <instruction instr-id="173" subinstr-id="0"/>
+                <instruction instr-id="173" subinstr-id="2"/>
+                <instruction instr-id="173" subinstr-id="4"/>
+                <instruction instr-id="173" subinstr-id="6"/>
+                <instruction instr-id="173" subinstr-id="8"/>
+                <instruction instr-id="173" subinstr-id="10"/>
+                <instruction instr-id="173" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="291" x2="310" y1="671" y2="682"/>
+                <content>18.9</content>
+                <instruction instr-id="175" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="420" x2="442" y1="671" y2="682"/>
+                <content>1642</content>
+                <instruction instr-id="177" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="113" x2="157" y1="658" y2="669"/>
+                <content>Monoprix</content>
+                <instruction instr-id="204" subinstr-id="0"/>
+                <instruction instr-id="204" subinstr-id="2"/>
+                <instruction instr-id="204" subinstr-id="4"/>
+                <instruction instr-id="204" subinstr-id="6"/>
+                <instruction instr-id="204" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="291" x2="310" y1="658" y2="669"/>
+                <content>18.7</content>
+                <instruction instr-id="206" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="420" x2="442" y1="658" y2="669"/>
+                <content>1800</content>
+                <instruction instr-id="208" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="113" x2="161" y1="644" y2="655"/>
+                <content>Système U</content>
+                <instruction instr-id="237" subinstr-id="0"/>
+                <instruction instr-id="237" subinstr-id="2"/>
+                <instruction instr-id="237" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="291" x2="310" y1="644" y2="655"/>
+                <content>18.5</content>
+                <instruction instr-id="239" subinstr-id="0"/>
+                <instruction instr-id="239" subinstr-id="2"/>
+                <instruction instr-id="239" subinstr-id="4"/>
+                <instruction instr-id="239" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="423" x2="439" y1="644" y2="655"/>
+                <content>985</content>
+                <instruction instr-id="241" subinstr-id="0"/>
+                <instruction instr-id="241" subinstr-id="2"/>
+                <instruction instr-id="241" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="113" x2="157" y1="631" y2="642"/>
+                <content>Continent</content>
+                <instruction instr-id="269" subinstr-id="0"/>
+                <instruction instr-id="269" subinstr-id="2"/>
+                <instruction instr-id="269" subinstr-id="4"/>
+                <instruction instr-id="269" subinstr-id="6"/>
+                <instruction instr-id="269" subinstr-id="8"/>
+                <instruction instr-id="269" subinstr-id="10"/>
+                <instruction instr-id="269" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="291" x2="310" y1="631" y2="642"/>
+                <content>17.8</content>
+                <instruction instr-id="271" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="420" x2="442" y1="631" y2="642"/>
+                <content>1440</content>
+                <instruction instr-id="273" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="113" x2="133" y1="617" y2="628"/>
+                <content>Stoc</content>
+                <instruction instr-id="301" subinstr-id="0"/>
+                <instruction instr-id="301" subinstr-id="2"/>
+                <instruction instr-id="301" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="291" x2="310" y1="617" y2="628"/>
+                <content>16.2</content>
+                <instruction instr-id="303" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="423" x2="439" y1="617" y2="628"/>
+                <content>650</content>
+                <instruction instr-id="305" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="113" x2="148" y1="603" y2="614"/>
+                <content>Auchan</content>
+                <instruction instr-id="332" subinstr-id="0"/>
+                <instruction instr-id="332" subinstr-id="2"/>
+                <instruction instr-id="332" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="291" x2="310" y1="603" y2="614"/>
+                <content>15.7</content>
+                <instruction instr-id="334" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="420" x2="442" y1="603" y2="614"/>
+                <content>1500</content>
+                <instruction instr-id="336" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="113" x2="141" y1="590" y2="601"/>
+                <content>Match</content>
+                <instruction instr-id="364" subinstr-id="0"/>
+                <instruction instr-id="364" subinstr-id="2"/>
+                <instruction instr-id="364" subinstr-id="4"/>
+                <instruction instr-id="364" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="291" x2="310" y1="590" y2="601"/>
+                <content>15.4</content>
+                <instruction instr-id="366" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="420" x2="442" y1="590" y2="601"/>
+                <content>1100</content>
+                <instruction instr-id="368" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="113" x2="159" y1="576" y2="587"/>
+                <content>Champion</content>
+                <instruction instr-id="396" subinstr-id="0"/>
+                <instruction instr-id="396" subinstr-id="2"/>
+                <instruction instr-id="396" subinstr-id="4"/>
+                <instruction instr-id="396" subinstr-id="6"/>
+                <instruction instr-id="396" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="291" x2="310" y1="576" y2="587"/>
+                <content>15.1</content>
+                <instruction instr-id="398" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="420" x2="442" y1="576" y2="587"/>
+                <content>1240</content>
+                <instruction instr-id="400" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="113" x2="146" y1="563" y2="574"/>
+                <content>Leclerc</content>
+                <instruction instr-id="427" subinstr-id="0"/>
+                <instruction instr-id="427" subinstr-id="2"/>
+                <instruction instr-id="427" subinstr-id="4"/>
+                <instruction instr-id="427" subinstr-id="6"/>
+                <instruction instr-id="427" subinstr-id="8"/>
+                <instruction instr-id="427" subinstr-id="10"/>
+                <instruction instr-id="427" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="291" x2="310" y1="563" y2="574"/>
+                <content>14.8</content>
+                <instruction instr-id="429" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="423" x2="439" y1="563" y2="574"/>
+                <content>500</content>
+                <instruction instr-id="431" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="113" x2="135" y1="549" y2="560"/>
+                <content>Cora</content>
+                <instruction instr-id="459" subinstr-id="0"/>
+                <instruction instr-id="459" subinstr-id="2"/>
+                <instruction instr-id="459" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="291" x2="310" y1="549" y2="560"/>
+                <content>12.2</content>
+                <instruction instr-id="461" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="420" x2="442" y1="549" y2="560"/>
+                <content>1224</content>
+                <instruction instr-id="463" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="113" x2="149" y1="536" y2="547"/>
+                <content>Prisunic</content>
+                <instruction instr-id="491" subinstr-id="0"/>
+                <instruction instr-id="491" subinstr-id="2"/>
+                <instruction instr-id="491" subinstr-id="4"/>
+                <instruction instr-id="491" subinstr-id="6"/>
+                <instruction instr-id="491" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="291" x2="310" y1="536" y2="547"/>
+                <content>11.7</content>
+                <instruction instr-id="493" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="423" x2="439" y1="536" y2="547"/>
+                <content>550</content>
+                <instruction instr-id="495" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="227" x2="249" y1="386" y2="397"/>
+                <content>1991</content>
+                <instruction instr-id="557" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="301" x2="323" y1="386" y2="397"/>
+                <content>1994</content>
+                <instruction instr-id="557" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="370" x2="392" y1="386" y2="397"/>
+                <content>1995</content>
+                <instruction instr-id="557" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="439" x2="461" y1="386" y2="397"/>
+                <content>1996</content>
+                <instruction instr-id="557" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="112" x2="183" y1="373" y2="384"/>
+                <content>National Brands</content>
+                <instruction instr-id="602" subinstr-id="0"/>
+                <instruction instr-id="602" subinstr-id="2"/>
+                <instruction instr-id="602" subinstr-id="4"/>
+                <instruction instr-id="602" subinstr-id="6"/>
+                <instruction instr-id="602" subinstr-id="8"/>
+                <instruction instr-id="602" subinstr-id="10"/>
+                <instruction instr-id="602" subinstr-id="12"/>
+                <instruction instr-id="602" subinstr-id="14"/>
+                <instruction instr-id="602" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="227" x2="247" y1="373" y2="384"/>
+                <content>80.6</content>
+                <instruction instr-id="602" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="301" x2="320" y1="373" y2="384"/>
+                <content>75.0</content>
+                <instruction instr-id="602" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="371" x2="390" y1="373" y2="384"/>
+                <content>75.3</content>
+                <instruction instr-id="602" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="439" x2="458" y1="373" y2="384"/>
+                <content>76.0</content>
+                <instruction instr-id="602" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="112" x2="167" y1="359" y2="370"/>
+                <content>Own Brands</content>
+                <instruction instr-id="641" subinstr-id="0"/>
+                <instruction instr-id="641" subinstr-id="2"/>
+                <instruction instr-id="641" subinstr-id="4"/>
+                <instruction instr-id="641" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="227" x2="247" y1="359" y2="370"/>
+                <content>14.7</content>
+                <instruction instr-id="643" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="301" x2="320" y1="359" y2="370"/>
+                <content>17.1</content>
+                <instruction instr-id="643" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="371" x2="390" y1="359" y2="370"/>
+                <content>17.4</content>
+                <instruction instr-id="643" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="439" x2="458" y1="359" y2="370"/>
+                <content>17.1</content>
+                <instruction instr-id="643" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="112" x2="182" y1="346" y2="357"/>
+                <content>Low price items</content>
+                <instruction instr-id="684" subinstr-id="0"/>
+                <instruction instr-id="684" subinstr-id="2"/>
+                <instruction instr-id="684" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="233" x2="246" y1="346" y2="357"/>
+                <content>4.7</content>
+                <instruction instr-id="684" subinstr-id="6"/>
+                <instruction instr-id="684" subinstr-id="8"/>
+                <instruction instr-id="684" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="305" x2="318" y1="346" y2="357"/>
+                <content>7.9</content>
+                <instruction instr-id="686" subinstr-id="0"/>
+                <instruction instr-id="686" subinstr-id="2"/>
+                <instruction instr-id="686" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="376" x2="390" y1="346" y2="357"/>
+                <content>7.3</content>
+                <instruction instr-id="688" subinstr-id="0"/>
+                <instruction instr-id="688" subinstr-id="2"/>
+                <instruction instr-id="688" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="444" x2="458" y1="346" y2="357"/>
+                <content>6.9</content>
+                <instruction instr-id="688" subinstr-id="6"/>
+                <instruction instr-id="688" subinstr-id="8"/>
+                <instruction instr-id="688" subinstr-id="10"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="2" page="2" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="193" x2="231" y1="700" y2="711"/>
+                <content>Retailer</content>
+                <instruction instr-id="18" subinstr-id="0"/>
+                <instruction instr-id="18" subinstr-id="2"/>
+                <instruction instr-id="18" subinstr-id="4"/>
+                <instruction instr-id="18" subinstr-id="6"/>
+                <instruction instr-id="18" subinstr-id="8"/>
+                <instruction instr-id="18" subinstr-id="10"/>
+                <instruction instr-id="18" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="281" x2="413" y1="700" y2="711"/>
+                <content>Own Brands Market Shares</content>
+                <instruction instr-id="18" subinstr-id="14"/>
+                <instruction instr-id="18" subinstr-id="16"/>
+                <instruction instr-id="18" subinstr-id="18"/>
+                <instruction instr-id="18" subinstr-id="20"/>
+                <instruction instr-id="18" subinstr-id="22"/>
+                <instruction instr-id="18" subinstr-id="24"/>
+                <instruction instr-id="18" subinstr-id="26"/>
+                <instruction instr-id="18" subinstr-id="28"/>
+                <instruction instr-id="18" subinstr-id="30"/>
+                <instruction instr-id="18" subinstr-id="32"/>
+                <instruction instr-id="18" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="193" x2="237" y1="687" y2="698"/>
+                <content>Monoprix</content>
+                <instruction instr-id="43" subinstr-id="0"/>
+                <instruction instr-id="43" subinstr-id="2"/>
+                <instruction instr-id="43" subinstr-id="4"/>
+                <instruction instr-id="43" subinstr-id="6"/>
+                <instruction instr-id="43" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="338" x2="358" y1="687" y2="698"/>
+                <content>28%</content>
+                <instruction instr-id="45" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="193" x2="224" y1="673" y2="684"/>
+                <content>Casino</content>
+                <instruction instr-id="67" subinstr-id="0"/>
+                <instruction instr-id="67" subinstr-id="2"/>
+                <instruction instr-id="67" subinstr-id="4"/>
+                <instruction instr-id="67" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="338" x2="358" y1="673" y2="684"/>
+                <content>25%</content>
+                <instruction instr-id="69" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="193" x2="246" y1="660" y2="671"/>
+                <content>Intermarché</content>
+                <instruction instr-id="91" subinstr-id="0"/>
+                <instruction instr-id="91" subinstr-id="2"/>
+                <instruction instr-id="91" subinstr-id="4"/>
+                <instruction instr-id="91" subinstr-id="6"/>
+                <instruction instr-id="91" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="338" x2="358" y1="660" y2="671"/>
+                <content>23%</content>
+                <instruction instr-id="93" subinstr-id="0"/>
+                <instruction instr-id="93" subinstr-id="2"/>
+                <instruction instr-id="93" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="193" x2="236" y1="646" y2="657"/>
+                <content>Carrefour</content>
+                <instruction instr-id="115" subinstr-id="0"/>
+                <instruction instr-id="115" subinstr-id="2"/>
+                <instruction instr-id="115" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="338" x2="358" y1="646" y2="657"/>
+                <content>22%</content>
+                <instruction instr-id="115" subinstr-id="6"/>
+                <instruction instr-id="115" subinstr-id="8"/>
+                <instruction instr-id="115" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="193" x2="227" y1="633" y2="644"/>
+                <content>Auchan</content>
+                <instruction instr-id="137" subinstr-id="0"/>
+                <instruction instr-id="137" subinstr-id="2"/>
+                <instruction instr-id="137" subinstr-id="4"/>
+                <instruction instr-id="137" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="338" x2="358" y1="633" y2="644"/>
+                <content>19%</content>
+                <instruction instr-id="137" subinstr-id="8"/>
+                <instruction instr-id="137" subinstr-id="10"/>
+                <instruction instr-id="137" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="193" x2="226" y1="619" y2="630"/>
+                <content>Leclerc</content>
+                <instruction instr-id="158" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="338" x2="358" y1="619" y2="630"/>
+                <content>10%</content>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="2"/>
+                <instruction instr-id="160" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="107" x2="142" y1="719" y2="730"/>
+                <content>Groups</content>
+                <instruction instr-id="12" subinstr-id="0"/>
+                <instruction instr-id="12" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="235" x2="361" y1="719" y2="730"/>
+                <content>Foreign turnover (FFr bn.)</content>
+                <instruction instr-id="12" subinstr-id="4"/>
+                <instruction instr-id="12" subinstr-id="6"/>
+                <instruction instr-id="12" subinstr-id="8"/>
+                <instruction instr-id="12" subinstr-id="10"/>
+                <instruction instr-id="12" subinstr-id="12"/>
+                <instruction instr-id="12" subinstr-id="14"/>
+                <instruction instr-id="12" subinstr-id="16"/>
+                <instruction instr-id="12" subinstr-id="18"/>
+                <instruction instr-id="12" subinstr-id="20"/>
+                <instruction instr-id="12" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="388" x2="486" y1="719" y2="730"/>
+                <content>% of Total Turnover</content>
+                <instruction instr-id="12" subinstr-id="24"/>
+                <instruction instr-id="12" subinstr-id="26"/>
+                <instruction instr-id="12" subinstr-id="28"/>
+                <instruction instr-id="12" subinstr-id="30"/>
+                <instruction instr-id="12" subinstr-id="32"/>
+                <instruction instr-id="12" subinstr-id="34"/>
+                <instruction instr-id="12" subinstr-id="36"/>
+                <instruction instr-id="12" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="107" x2="149" y1="705" y2="716"/>
+                <content>Carrefour</content>
+                <instruction instr-id="29" subinstr-id="0"/>
+                <instruction instr-id="29" subinstr-id="2"/>
+                <instruction instr-id="29" subinstr-id="4"/>
+                <instruction instr-id="29" subinstr-id="6"/>
+                <instruction instr-id="29" subinstr-id="8"/>
+                <instruction instr-id="29" subinstr-id="10"/>
+                <instruction instr-id="29" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="281" x2="300" y1="705" y2="716"/>
+                <content>62.7</content>
+                <instruction instr-id="31" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="430" x2="458" y1="705" y2="716"/>
+                <content>40.5%</content>
+                <instruction instr-id="33" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="107" x2="151" y1="693" y2="703"/>
+                <content>Promodès</content>
+                <instruction instr-id="50" subinstr-id="0"/>
+                <instruction instr-id="50" subinstr-id="2"/>
+                <instruction instr-id="50" subinstr-id="4"/>
+                <instruction instr-id="50" subinstr-id="6"/>
+                <instruction instr-id="50" subinstr-id="8"/>
+                <instruction instr-id="50" subinstr-id="10"/>
+                <instruction instr-id="50" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="281" x2="300" y1="693" y2="703"/>
+                <content>37.0</content>
+                <instruction instr-id="52" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="430" x2="458" y1="693" y2="703"/>
+                <content>35.7%</content>
+                <instruction instr-id="54" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="107" x2="141" y1="680" y2="691"/>
+                <content>Auchan</content>
+                <instruction instr-id="56" subinstr-id="0"/>
+                <instruction instr-id="56" subinstr-id="2"/>
+                <instruction instr-id="56" subinstr-id="4"/>
+                <instruction instr-id="56" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="281" x2="300" y1="680" y2="691"/>
+                <content>23.5</content>
+                <instruction instr-id="58" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="430" x2="458" y1="680" y2="691"/>
+                <content>19.5%</content>
+                <instruction instr-id="60" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="107" x2="128" y1="667" y2="678"/>
+                <content>Cora</content>
+                <instruction instr-id="62" subinstr-id="0"/>
+                <instruction instr-id="62" subinstr-id="2"/>
+                <instruction instr-id="62" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="281" x2="300" y1="667" y2="678"/>
+                <content>11.0</content>
+                <instruction instr-id="64" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="430" x2="458" y1="667" y2="678"/>
+                <content>24.0%</content>
+                <instruction instr-id="66" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="107" x2="137" y1="654" y2="665"/>
+                <content>Casino</content>
+                <instruction instr-id="68" subinstr-id="0"/>
+                <instruction instr-id="68" subinstr-id="2"/>
+                <instruction instr-id="68" subinstr-id="4"/>
+                <instruction instr-id="68" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="287" x2="300" y1="654" y2="665"/>
+                <content>8.5</content>
+                <instruction instr-id="70" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="430" x2="458" y1="654" y2="665"/>
+                <content>11.5%</content>
+                <instruction instr-id="72" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="107" x2="199" y1="641" y2="652"/>
+                <content>Comptoirs Modernes</content>
+                <instruction instr-id="76" subinstr-id="0"/>
+                <instruction instr-id="76" subinstr-id="2"/>
+                <instruction instr-id="76" subinstr-id="4"/>
+                <instruction instr-id="76" subinstr-id="6"/>
+                <instruction instr-id="76" subinstr-id="8"/>
+                <instruction instr-id="76" subinstr-id="10"/>
+                <instruction instr-id="76" subinstr-id="12"/>
+                <instruction instr-id="76" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="287" x2="300" y1="641" y2="652"/>
+                <content>2.0</content>
+                <instruction instr-id="78" subinstr-id="0"/>
+                <instruction instr-id="78" subinstr-id="2"/>
+                <instruction instr-id="78" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="435" x2="458" y1="641" y2="652"/>
+                <content>7.0%</content>
+                <instruction instr-id="80" subinstr-id="0"/>
+                <instruction instr-id="80" subinstr-id="2"/>
+                <instruction instr-id="80" subinstr-id="4"/>
+                <instruction instr-id="80" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..431ca0a99d12fc2cb8a8ac86ddc3fc2699dd42f6
GIT binary patch
literal 12784
zcmcJ#2Ut_x(m#rzpj1JmNr^~rNq_)Bq)6|*i2?xvgcb-1RS{7@dPl*46zNSsQ0Yy2
z?+7X)9i@tZApAGV`@VY4`Odx1{oju~VeLI@X7;REv)0aU&2Z`{C<#J^L`gYkKJ^We
zih>{@w3P#hR7#2ztS<+$ML4-5Nx>=xAg}_`7J+lZl7bDqU6CNLq8C<KAB(^Oz1lh_
zeA3dSNEe%*@?yU$Qb5_-A~8r8Yot5K3<3h%VGtgG3WPNd3pCa!j5W^L)(Pna0%K85
zHUP;PVU0n%fWTH5<T0ZS8jG;DM!H~uOBA5U9pw%JV^A)3fH2Yq<>Z6_f$ecFb_fj4
z*$III*wA)p7o;Q5jrgetP~e1gcSnK1w#Q#55Lm<A3E^%J0y~|wH%>TxPFiP_3(g%R
z0tbQJaA+*>L>D_JBnU3{m+?>$U>yH+Ss~m3J8hlNfK?}S8!M+@RHTy=%JrwoHV8XA
zBnBA7&lX_#bMUT64Avfvb4R$?fWZ1EhS=dyPCuXSgtP?)rmYBqio#AF@r(4+3Jl85
z9_apg4JiJt2e>=ww88;&fC-qRpJPWl|7uU1j>RBskj@AU;5PSvefWt6G!g`b0X{MP
zdm5l(qQD?<nB&>?20_ID2U%gzjz||P1O~X3_<hE#(XQTqDZ<#;A^{(xTmX&Y!oWPB
z?NHVTCl@qepS`!MJrZyu25E<K#{%;WxZ|&gutC~kkbtXQopA2I<_L`SM7!ev-=WZe
zYq9n~_dmBMA?Az&K_x^0sbemi<4F3Y_3!8bqU9eUG{(jm;cks{`e~g6Fb1I84Tr!0
zQa`Wl5l*%zk2)c{gP?F=6mln#EqC%<x!+@3?!?b>e>)E>_bZ6y6hUD5zim-GQKERF
zMDceeivI|!p75!j@TvaJr}__{A{K~qt&@jqp9pE62x<Q=r2QAuKf=zyl1I5Zc>|Gm
zvQi9BG#H*}F#KJE;Xjh5C;bNYXbdo!K;SzAfo<gkEM3Hj3d9Ku;&&B@6C)7+s6za5
z69SlbU>i7D@IWB^+(nQlN|3)R0hs>UCr~GRs1rWa?|i6#_>jkLayfZ8`a}qQB82{3
z2>ln+Kf*RB57hC-g+6f-?nEAUB9HrB9`}!&_enpn?vI`1{a4SezqeTzYqSlp`H=p$
zx59qkTdxB<j}rQLYcxPPBi#j6u?Q!WHL!W(tgt^f>f`MiN(xpyQ3N{Pnf3lse=PaC
zYVrT3S`Q7(;Qv?668}x}b+nVszbpRrqWM=7;r~t1|6t;O)&zz8u1X2z^mBbHIRP&<
z1tj2h;MJyqbg={CLIf%%eC#H7ECz{iCRGWEH~xU0l%VnJvuJ!o^i2LuXuL{D*c-yh
zZ!QChFK>bBa^_uitg<#nO9>}XLPtM()`JDiL|%Vu6f4qZgX7T>c<&!};;b!wGWCa_
zzU+Hu(AFPp&c8Er+pxuLe1F-ccYDI3#ysyR{(8vBm%zbw;_!-oE!7o;k<K#eg8i`W
zrQ6$&?ivSrs+%T4UQtW*TWxa~@ZQ2VL>VA$3KXpIh0I!;a5LQ4r1=XPqw|5gU*qZX
zJ3VH6K6^Np)~~esfs4z`yryiMpVKwF?B7lZ+XaD_ooFZP%+MYdE#queJ(X-bB@ZyY
z^GD`C{B+ZxxUzh?0#ZRz&dJV)BTNFjkLfi>=K{M{5rbSSJKh7MRXx&kfjy}Q*ROiT
zhd3Uv{wO$XWUBwh-hc3E!|^Ub!G`zl2cmhki*(*C3m=_j3}r%3eF*4T<h$@ho~@zw
z<pEm(S=I{!irs>ErAFdHo^{91V3#BCXw`$fvTJe`#GDs<hHrG`CqKq<jxZM&BJvU{
z-1EzFhO0&dwmAj9lzWu9ox0B*A^nalg3BExTBMfg#TvO_8JfYa1gD<LkEJ9ZF-kN%
zyLvYgPE6d=M-(ZxzE?6vhtG7&VYrtRbR|$(RZfTL0;^x|gK^boom-Z<h1ei!DNFn`
zt;jjnB%pzvW6i@)<7?f(RaS~w14*i<CCw6KA7wDnCdAP^#$9-JdvcDFGMk86uJ>bZ
zhAQ7^nI_-zSDlKiM;=^Hiy=D$n`gq~qO7>~*yG}&GJqx_E~<QN?Tk6fWX~Qe9HNk8
zs4Ci-^XZ*Jf$c5+6w>_KzKgTVL@J~AvDT4G#v`WmM^g=J?+lT{y1n0d?8>9{p9JEw
z?mu}DBVvii(~5L3CIJnsgE0?}Keke>6f?Nk%|Vz_q?Y!9+s={0e1vBKZO*^2O=S4U
z?zxohAboEdPS(MGfW7shl5nPdNXJ7ZJ)r4)*!p&5$LbjrZ%;0nq>wR`&*8)O77NBK
z!$`qn@z>LD2V6Zbb1fYG(UX9et!-{k-}NCkFV4r_@eUW~_*=-Fc8dfruWhWbFr1gy
zAy!xq&I|YbVIGfl3TaM@Q{|8>Qp@<@d8iR4o@cyHW#AZWVQ@_(uGm!VrBonYETMk8
zLU>%H71t8rr^pPTNr;OC{FIddGi!$|+R%h(6~r#)Vc!^ZOsCyRm#n}=&=(kQ(fCF!
z++1<G>)&$Y{mzVqGOWPhA>X2EXW{k-nn}6~=7arb-+qmKQft%8XXFTqfp7vwrt{j;
zND9N#c^zmZ_2B8pMy7RJtFscPXs{2U3~7EeV$FDK?B%Oingkhpc|{95xo^olewQ+I
z%Gq{%<?Hj}K5gfs(%SSl<P6+gZ#1lwxVX6#HLaBRxVh{~K7_?yG+Y1MV7=}~Z>h*)
zADismw4%5=>ssaV@B!J~8mt$`<Zgem`&?RI;p=>EOFV{FgqJ=EXkfhbd3X%I)(;%v
zw3{ES#2u%Cy^)|$zm_k+Ut?QqSug#4zR5WMfmP6=&~Qfe^ZZt$phN*nybZ00DqRxL
zz*On-@HWSh5L)75kF}+_*K5St&(?)+P4Maq5+)%t)WD0c`+6Fb!1Im4`dK$}jrl&`
zwBIId%~OWP`NVYODeD4FXI|UH$_}CSF5%xc+!ZiPZk?H9T)lR8an;?>j_OG~Y)K?H
z(N5>7g;%!o^ZS<#!x=K!JHq+6xH8#QBlx)ZGT9x`Q|cW?U~);35LvqdnnlknO>6!d
zfm$y%Ojf#v8>4NXU~cdyYQH?klE{l)2XD=0b%ut=>-)c-2_FJh%@6jtAz;<~U{4r2
zUNu><L4qa>C#&WwiM#!m^;IdOr{f$R4_qZj`MLM>SH5e&&8$kU^V37L;Gs$JVH!Y_
z93N(&1@ASV3UeDQJwtY%E6)CStB`pt!yjgxYrLv0<?>i!CvEzZOEa_dMgGTe&7S7&
z$yJSh4-z4k_y>S%8Iphorpl0qe{eiEkmj;(6?;QOsg?+wy!Jd~lx#NnT-Lm%bm&%@
zG&{Ez56o@T690G`1b4fh7h=(5#bDe9F=A*v-mhOgTp(_u#^1=k#97VE+V<p-+il_l
z`AUy`>ATOxe3?}}<7*b@=I~KgH#5l{Y4sDE<?e^YXAlfo8W(uFN*j3(*uKM=PoFW&
zEu<HWM4F2xHR%RgSe3t%p0T{kP%U3iAAI#-EUe;aZxkI&!u)Q5YsFJS^5I7#a&13>
zgRfV#KJ1aCa<0$09K2;~dEYnM$koCH`Q`_cv6ImPufD;rsrJ1tPF(vj8zu2w?oHPX
zzM_Lx!BppZboYEiwGvg$3s2pLQA3l#J^nIR*TmLfAGsN-mo|Vcza*Od=c~YSQ_S*f
z*UZ7uD451;rcqx^ymp-VyRX-%jqh5S{i&)iV&Dd<RG7~~MN&?>e)M^Bav^+Cpt+>2
zJ{e-*dRjAYlzEk}-&syFwXl_si;npYl+r~r%+urfu#EmPBj>d1kN~Qc>_Rt_W}Rx{
zVB#RdiJ5*MVJ;ID23ID2l9Bi9h}wtnbFIqcK6DekaU^N3EYTVi+}%|V8s!SKA3Jka
zSU+|a{5Yl5U8&cXlpx2}-`y$uJzv6>0@V-MFT6~#jC!hrs2Ym5Hl?b4pqW}RNR5Jf
zM=8Yxt6(<?L$t1D4cI_KT4`^jj<_mnWOp%#ieF$N<-AOrQOC7AE;r4ZmOR-&!e7lI
zJ>JB&!A0xsdSlG@;m}}J;h77TiyBX0N{Nsc*)5lCf~zVGiQnDuW^F%z#lcOv)sljN
zzK~YrjAO$qOU@*y2~q1A{x=$pY9et!0G@HQ5pGoT<?$(r#l0csxX%TSUVNcXlj0$t
z*<nR<jY37}ds<<j)m!BcIo#b(tA}*9E~0oN^wW0_!hcv^Xx5Trq;IAS!jWG+`YQ05
z2_JB-+TRVK4Amb$6HazDma$pL^5(d1H?4=L$T>xTs>pT0<3(`5PGOvLa}djYC2+s}
zTi%H5cM$s*kCn8WiysTQF~0!M$>rK7kjCsHyqadNCzLN|^g`B5k>zi%(3Je(YO%W_
znE2wd^ph)}rN~F*3(nCFJu6u5PQ763=E!7fq%lPt9%dGrG$Uqtb1Jr*;pM4MGl^E&
zud<R<QO8u_q*qzjXlw0CWlUaRr~^~;To||_&eW5HZ(n_Fdp*xPj_;JUVfsP@4;(!#
zU|DE8TXVerLI=0BLSwhM;*-UfSQh5KW*;-Gk&Tya4D*^sE9%=z@h3QB=WQIg?iH+w
znC16jB^H*~yxJN~$NK9V?tKVxwD%P7V1{{!lZu4*w9vo$p=3W!yt@r%T|J$~H|fQ|
z+kd&~F7uB-=V5=5@EOQAiFcB9wfD_w*&3A4(>dDeET<{!_ee_`4|{E+#%o}f)P5hD
z-XcOPEH)r6#cZ|S8-lzo`#1L{rZ2m^t)XeWv3N1Zxv2KFUq&$XM|9nD(Fvw8DnU9Q
zWzD76a#4@Q?O?8~Mr#cg&Ar^p19w)Gzbfuz(Z7}9`?2$(fBd7-=W4;G{`FhPQ{p+h
zDMyo;A1c?yZFVS+-hVZI{fcqbO?_iyyrj8|1dnaM*iB77A-&MAMLL^zL8KvUrhn~0
z+rG=xC;su_nf#Z{i^g>Cj>d~UQiBknnk{}8r!3NRx^t3O#7rJnOY~M$#J3uLrrB6~
zz2B>)*Al&J{(51d1qvS7PwG%PoG%V4V-|{)*!ixUoTD`n!YU!D$P2p;W}}2Z9U|F}
zB&k2eeTrB1Nm=vqgy<*J*VCo_i+ZJG@K?nK^d)?anitgGM%-aUMpm|#J`IeBy|48l
zK=8AigZDgEH*txoAX1;NE+*bg!cTWF*-<yjzI8M6u*PsWjaT*11b;IH&thsc2hCS{
zovD&3=FQ{qWX9aQORe2#Qtoz6E0NCjylMqgCYs9evUs!)HU9FoQ-RkjbWR^=*WTdr
z(a)}G=RBXfXS!C&ueYBX9d{=EDpgKEOirH0V*1L00q>Yz-W!aggZk<Z!Tf!qGSt<K
z(xYB+-8wl+-FS){(Ysk>cJ!yCtV9`dPfHM88a<tY$uC2RypGSH(lQqk^E&-Ws_f&l
zw}JN>s>z0EkmXg^Hzkpm5CH;rw4%0Mw-5J}sOkyH2}U2)wH}|J{Q?=FzmL*Hen%<t
z7_{qkv=?xUCIp}t;0uGpfd3Mr!a@)LH0mILgBUCb3Wxw0PaliHSz~|E+(B>=Qm`ff
zj1m7uUJvPx#$k@n>3*I7{(Z>z>sDDG0y;h+)H}vP;Gd}TCz}D(LIiY-N{?|R)Iu0^
z3?qMCLqW&D@7Fa1bd2483F~0c*80F<lo=Q}fCR8B(hGa*r&f6Ykpe>i4pffO*|FeH
z6sv=<L;em_p?`Sg|1AjqA8_Cwr=I^E2a1UQfdj*h&7$zFG=3i}bis+!?e|fu3c4J=
zDGJh(1t#BWCX}hWzIMAN2A+dl{Z=o7TOzil$Je+nRbjWsMl1~L_e`)v2M1eEswb(|
z8iOtTymt=iT;4mQ-ya-K1k2yuvMo6LD%a?7H<NI<VT~Z*rnf33Vt$X;i4BdH!oEDJ
z-njN5%F?VUsIGsWuyY4v-D-iF-h)4LTjjiL>gQG&_yoRF@kEkI2DD{xnnc`_kJ-CP
zJmMP%YGYw0zX3H}Cx3YYc9rg072oV#rn?X&B0r*#s8ywi!GU+IciTBB2$#x|>oCet
zQBm?yEaXC5ORI*k2RyGpit5@<{p4K{Kecs{w0K#zQ|WQu=}#NEzRsMkyh{A3ZZzPO
z({vP>B$;=uV)^|;6KqvmgE(Jvzj(}$Tv6Dq5$3cZdEJq!6^pGYsqH3@)8=%X&vnh|
zT7^I5pbQyyx68zI@!Y*^F4H<7Y2wXdc{zkmJ^$ibqoG67{#Fdh86@e<*p~=3YjCrs
zv4nGIm^M$^Y5BT|qX>Zw8YI$m205X@#PLzX$C;5MhCawBd!{`sBS}JUV)>a&Y)^n;
zX}iI6R%4hy-7}GTGCfJx^84RD_w#6Qz0fQhCUb|wJmae<u4%>ly+D6pKwtEcqs`!5
zExuq=vUpR=H+uFl#(~l9idm!gz~Ho#jiW?~h6ABmt%OB0Mp5$nt$1^5)jYPL%O*sy
zH;>XYCJ8q_C;18!dbWs^dA0U!bhCpajMr%=m{Qdf>9k{tW?oAzF+{T!&%72$*}E0Z
zBt_KdE>hOXloqmfCXe8IBj>2A_-m2H)q#kV4F0IE`>^nl(<N#9Z_cUE4t^RDSyj=K
z65Au~WjAZ~?iidAC^N)A;)b2tGmkHxsS#lLA*5E~)_d)ujrzsmCT33ae2w>2muA<B
zhxWf|EaGn7XXvq{?vcpatPam^AML+c_QF2Y>0-~Es-|qnqXI+GM_HL46qnpZMWmoI
zvLfUmiHtojA8>u*d40o`@P39}-B~+YUA7nGIqjp<fUGMZ+j}gVPG3xydvR&eQ`d)L
zfhm-a`+9cJx=dAz%QKEjyvQPbFybpcg8UBHyg-xP?7myaU=vT7A;Tl?1pk03b&FAY
ze#6I}jsi6Taaj+YoO!$4Z!E=HRO`eP31KHn6NKQ0G2OHB5*H^LJSt@t_dj*VCT_jH
z=9zVP&hKb_spxCrrP~Vekg$;;X}!(Q?)4gX`h9&(e5bFxts-6Nj@0IdWxcr;CA~EE
z?19@*8Y*tXO4fOW;C2f?dpFVD<wyrQDY|#*RwadJi=t(HW5i*zUmN4LA!l`?vj;@L
z)axxQQ&Ce=;<h{ARl^i37W%VNg5yjqWer18WGas;OQXnXJJl}`DZVquE^O%CL-2N0
zeuCRvCSkZS9ooGez}E19Zb)8M_|$#c6%tF<Sx6c`F~$D!CH}LWH5qFz=h>&9K%D{}
z-R0jJ{h?FZ?B;1dY}xYRP26heeKDE)H49%FxJr$Dz0GV&gd|UEsI)sB1^V{~&T6=N
zelu74QC6$JS-ZAO^UANW<#dF_E&j3jU<ym8CUy6{7;3%o6m@s_jC!2JnTy_wF~*p=
zMCIfr69c6dqHUhLbSd1Kn>FRdJfRCKcfQ<!m0beY%zF2!xXgPRT#VBBmXk4zPs%CA
zU9q#Ecyq_ln8?MCJtso!l11CH|K=6v$E$ucA+ujyhh@ts*WzX~*PvbNVoO0<JN`$P
z=+~+iF5s~wKP>DtJQ5w_t#{5!2_|2^JG{-xk&!>Kg!b3x|IjuyLQ!zbs~#>QfYUIQ
zQ}!GqD!Nj4gCs*eGGHAx%u(GgW+d8^#<u5h9$pYMKAC21ADYe{n4SA^EqhZwDwCs0
zU!;i)?lAvaq1R*H#r5eq1F3?0Y`hLdygB+!K_AZK^-t|46EEl2(~a-VpT1-kUlwBc
zTy8E&M&~<4vVCTA#lT!HOe$FZOvKnlMDtUkJCzj7VX3IE=8o=X(qy>ih*cJ-)1@j{
z{3zZ$lUv<*tlLDRUZ#Ar#C>&~V!hj!31Lxx?plVAKI_Ma4aAhTQEq+nEW9$1u{iZq
zOR<lX61^fv2Sh`$r`u3V7nek9NtpW*XW(V@*I2l_G~^Cr%XvG3)%mgfq7k_K#lTCx
zub8=mzSv#kHTY)q2HgqYOZ!nNla^Fa;J2u0I-PlRiSzo%_I=19Uek{BX3jI7B;LTn
zw;oC#vo$te<}vuZnm@dwi`(9zrhw6H*|5`xaXX78hkG)>F14JF4hYdLh!=CSUQ3iH
z^kPoRr6EkYE~Sd(nsYgi^0vMIHazrwR;;(JBc~2+`esPZGm~$&npUb${7Fs7oC@hF
zuUm~}rCQN0oIQ<UW~i3?dLzWbV=TdGt7Nq5sU;)FH?4SC_LhT(_UWN!6gkcFfr6|G
zjt%be51Hoasknz8Go-P-YsvU($w{=vgdVuZ^85+e>J~Gf`6jbe7-@D)lN8_Vm_I@+
zH|P4-agR@<0scCS{splW-W>s})92{clitNfEWR+gVE*jhvuW}@R8~*?d5zG$+s}gh
zl6O;C^l}qIdRMEL95j-<E4@9$f;=2zy5E-23G8z|UZwC0)G%EsI4zL8wA*4_3t8*w
zZ2&1p`xIfEOm)+I;R`v0TlKWr1tHa>l8^3bD$DmFeJcwt`&Whfj`<BQnJs(v1{H~S
zMql1K-%&4Fd@h@4wp8whg&u8SiO`+q5(Vf?Ryi^EMhm`8=+<FT>4it5nQS+nb+LTw
z#PN65Oy@CC<lbK7o<}|x>+7tSuw!joZOoJ<c-7gM3a@4E>UDg~*KHv3jJTaLfy=Aq
zP?VoPp<=O=aBv@Vy(^xNE|Xi&iSj0O4rx34&=<_72i9%8PNWNapKXVTSARe@O$k0v
z&R&2IHV~>IJq)WgKqh*Iz2<sHj^{1cA~ZM^@o$qm>S7z?CZsO7bj$_V#kYlRig%g3
z7TnfROJSN#OSPjXo3eHyMAi(yAD^528rA&BxY7Au<J8!caPlR~`H%NL4yU)9g?^sd
ztO{>RePUz&@Uh{p^yAu@i`L1pg@__<EmdO1^7+H+OT;aQR%%0Q?R5we%UhIFv!RZI
zf%j9Q@1$xoQ(T&%o8=X|;OS-8;D7HTj}nMm*_{4bT}nG*=u%11>DvOYlsN|nYK~ru
zKuJc-+!+EM-Dzjsw=WmCw0i%Rqcy#cdjCbGo?;h;Xhg==QvltE7GjB(9_3mt)Et=W
zwLYT0v0$;_Fz?z{W@gkF#~v7w>5%n_#?X9$h3d<E^`Htn6Nv9>Q~OLf1EuZO1KK;X
z&&)5cksNka^f6CGdS7R1xAqde-O<H&sr(@Gd`;JmR+o{%XSa+J#OECy(aK?xAiobZ
zhEMnEUpUX(&WcaI`Pd+6+?a7?=U(Pck)YY&D?S$%;kel%XRHRe0FR#8j|rXYh(GPY
zQPI?2klIsZr;Di|#lL61{JqsrkB5-MsaSwpY=A{uU&mT5l33PH*J*peBl#XfeA$g=
znMQ+T>9`pbu?j39URQOaE1E%@MJtfvLfj|XYP;JRv3asJ<&5UZA_h_1PE%f5m#RK%
z#tV1x*1Q-Xm5IF|4bMW5n9^5l2GJGg1{2pFZQT;QO3^I4{=Q_Kj7Ei)dN6vP{35-q
z$~sZrrw1y!H1ME9>HV^mT$)Gin&RJl*vdsXTt8k3AQJbdg(ql8d_0h3*SnI%<Qdop
z_wUV}Zo1c%zo~2FL(<`fp+;af#16{6qN7o-I+w%e1nlh8FmK@5AvM+C!fd^@vywBl
z&tw&Vp1;iH=A<3IP8;>n<LL+aA#l)VKP4)O6}LGTOok~U$4+>4WnGXeTZ%*<{Gmo{
zoa%F=aQQk*;zXoJmSBg3lWSXWd7jjViJmWW>uPT$c}jXm%ySGExLD20A66#lG(&eB
zdMr~;G5XdU!P6h|n*=RAXztbavU_H)qL^X(%D}UMgqYai+$kDs&1I0D7V|O<EYtiz
zowH4aQ~Pb(V%-bF?1Lx?2KGn&JmMpop&E^z?7{}r&(2<KdwyFazOr@sL+7=q4TVM_
zd_*Ts%Gj-ACE%&C#+MwAKw_=)UHozZm1vw`x7)`0b-Lxq>t{qehbk5LZ{5|Hj?1hq
zCK!-KB?iVa*NFwc<Q_jb2O$VTvEcs`+=B`OxaaR0jQ<<FC;GpN_kJR<|6c*$FKGEc
z0lq&{lm88*35)$3NSloOBt~;*$9O&Kl;gnYqLtYw=qzL@=^V{x0*aOfs~B?u`zMtZ
zSJWdFUW)H;o8dyA&8Du(v2y6v&=ydxV0Kq^J&k^>H&=tH>Ter_eBWq$DlMJcp}o>k
z{q(N-aQf34vz#L>gZ$Bb)#L$k2RlCgAurSX+ZVY5Z#?B1!mt({-G80etvSPyRIqK-
z^GflSaRQgy5=UA>Z=6?!&Y3$3oohoC?}v4vumOjBBeyCYk?;CXCnF_am1lgA&lI>L
zG&T03Z>mRgWHr;Y>M<W!cFoJfUFYeKWn1-<%*}cM#Vuy@bjqoB=DpYMtQy`(RQy`9
zT@q)?%DweEIm=Deqr~&sY#(CY31%@nRG<BRDBed#p1uM#lf#pY+!9E6uUKxS<M-}5
z|99%5(U%yLOl?O(&veQ-Lq@Q^;VcTDh~-ff@R?6q?zWNX7-ZK9gY^Co&n(zjR{U;-
zGw1kVnnJ(ig-fkB(L9vzb^mk~OeMn$x@_9Q@3~9GBu3{o{{GsX$y^(OiFGXXqrF&;
zeqN17rZ=B=WqH^5Tds0w-<Wb+Qx6|R-Xv$>+}NaJXPjT1EHz|I6e^Qoq4K?LZq{j?
znYDM|v2+&yxq4ba9aDF+!TU2aLk>^Rz<6n#)Lhtu=w%XrI?Aw`hjD0vPI|Xf{<fx!
z;Ie=|0l~zXF*c!xRCHb31LVRBF5XIIbumeal-QWpH8Fb)$sVpt=tzjB#Q@|<TZhWq
zWuxSvA{u*5e)dPVv&+0L4yzj#An0>gxij$kG~$W)81r{mk_FFw2=_PF>Z6^}pESBv
zQupHOAyilL3)745h`TurYeV76R&+7#Jd=t016HDHMb%?7-bs&cFQQw^+3sFT{jq4a
zanR~O-{<$$cLN{R)q6c)L21Lmj~kr&$U*ff=Cb*LnJE9cn?AR8N1S_nw>^V0tV$eT
zMM+7HOvxJCefQ;1nM`+Y17~WW3oh(r4sB|9GH1ri=RFZF%;;kW-&&rBv1BXr)>eA)
z`>ha{4IFZ+U5Hf!-#TKPbMNfaP1b}f4~11}wxI)G4%9rGhvKGD(NSl{?1ii%<-Rg{
zxLZsH-{mQ<Sky6*?LyXF3-y_=9~B+Np}KX)O%MrR_*UO`%2L#(k?VZEA7nyU137|k
z&hI=gZ}X9d+rkZ%1xddIgu)V!7?H0Js2<{WUow<9<l$!-3>qio#}i0r$X24T#MoGT
z6^*n~>fzKV{lO$@8f;g0zcS8U7sr1q*#BJ04=V>N31T1VQmUo*`P%IHj(uf;F2j`x
z($s{L_wI6<Us=UP<bG#`X1?t-4$)*+xt+amg{MEJo!RKL$|!Db*ua%fT6S*@>6=TQ
z>&m`U{Q0V<p77YsQ!H0r&P3lhiXd==V$Utx4ZUrD8NA{9!n;|^bnu$`RMIFz|2sLG
zowBp?PxDMA3z!5pjM%C+{OrQF31Ll5jJ(emDcMux-Q4+C4n}Qkt6~M&_QDlBijdkH
zM26dHS4-z@azDz_)ZTIMC$XeazluuQF`Snt!WFf&e1d3a!{pn}Tvcz=YFM7yF}1m@
zbE9<X^L3++_Zqh)vf{XI6)p?n$(EcQIlE3FAFG@TKUHUB&*pM7>p@QZ49~5jc;tku
z`IBf7>N|cvOgB-Ifk(-`fh|OO))ud~VtHrW*mecqUgp*Hmw0o&t7_G(gXBv`?sK|`
zB!!4asGjtp(Nm)Cu#t@)0u31iD9~8ELF&g1-K8MW3I{H~sVtU~j~sDvOP5}F&ra*i
zH5;t9Po%gO9!x58a>bI&G8D*l+HqtNKKZD+Tsr6SUP)3m!zw0C`YWx>MIK^sd0J*U
zvz2$1euP$p4$AA5gHVuoU6gPRajQwekg0fr@x6uI!>0SnF^zofVpLV`o~Je5`IZX_
zo#(mzO6*L$$b#>Zu>Zk$1$TDv)$IGRw8bsv`BjNh{goC2xyjCU?cijhgo^OuOO=LC
z$dZSZNmKi9NS~21eI21J(N4y%D7Dv*Gct99tKKbs=hcJ#7~LskkRRoLnbK$8F>}#a
zLO7EAT<@km0(zM&4SE*2Ngl`4t!HQHh8%R1<uvALJ?E+yUXYd#sU@3E@#djy+}|`x
z_NNobVyAYWvCR3t!$Y{6D;KmUEVdrH2jbX1M=-B??+Lx!O+4Q=)q1eKlHqpyqIBgL
z%NrPE-@b5((m?ZjeYCkt*Fy5pqOSe<WzmHcosrj0gf9zd(Hhu^fUp9|;PBzqo3XKc
z;JDjvCLPSG6p@^PK8yNHbWEzmGdOh@?t?1p#IQP#5@JdlC8vPPmMJx-S1*;Z=EzZ)
z)d{PXmSPH>=1mB^-?7DB%yVW5D@|EA5Ajm-TfHgFfB(w2c~{JnCdyonC2CH2C#cWW
z{z}c~K6t^v$ERlAUxoyf<}fT_dz3MQq6Z4g5k@Oo56Iy+)0PzCs=i;DJ?P|QE19cI
zaCcKuVWP~mrnvfv8_q%CKk}R;uy;Il#*|^b2zf<66=z(bqgaR~C6E@}3h%F|`~K7o
zd&&j&ia%wHY`UUIfs(<WsXH%EJ~Vy950$dtZXP^pgus<pMwA*`CpWg2=8$l_q`7D9
zUs&w0e5d5SIfz7_vE*7<)p^j!hW9g)9R0H!+orB`vxV*`+jHHgTG$sn${+1!Hih)$
z?iN?+e77}z)U+g3-G1LrTn_!-@l$UgyN+db>}%g4#)WJ5R}6(tvoI#!d2K+xn_K(-
z`;e<)3rW(n{+FE*I^VIxu!mPA+Jpm86>Y6PC0;C^D?Mh<8fyl+tJvj<Nql<l)^?Gb
zs@?A72Ss+v%DH@DpCEmYuf+Rnk?2$G)Tcjp_ubC=!u+DDoRwzR*I2%?dO&iiqV6<0
zHvAJ~iTulV^)=e>&T9)d#<+Rz$H_d^ZE`l$dccb>nswlRt20p&E#vhiyP^%+$hKNm
zJy1j-_wlkeQ53huJ<DCPjJsF%(G`Vp0hjxeV^VKd6!9$UQrdJCjAb&FNxw^Mp)GM9
zmyW(-pw+<MTR#%HHT3a`aaYWQ+O45xubxj|(wFDTUgJ^+%}6p?j7>PTaET_%m(_3g
z6N<y)Bkx^hQ)1kFIz>CH@`7|F_*qn4!<!<0A>xsz?v#gbDiq1H76xuv-CjBnGG1em
zaWrWk-9SxDDVP$zow{e5lXYd0EH(N0dNof9i9=%9-hp&Ri$dYKt)A?NGJ|ovJw;QU
zmCY<2!GHphY53><tzNokDQnJGZ<~arECid+Xnn&p?~E(hi{V1>neKMB@e}x5ZZQ|a
z9FwgB%?D(k)ok(%yJH7ArPZ=okhvRDDcx6A#1CzW5|@iTSR;GMruLN<&aD%8O0c$p
z%lBkAI|ku%LTw@rR?N2CQxBTF;Q2P#wwbW*KqA(px1Zm;H|QD-9ypow2ks>qqEdI0
z8@54Cy0EjlRfRpgcNU56nk!5=(_NRi{1l(%h1XfCLvp<2bbIskO>S<`i`*nBmT;<)
zQl0eer=xM&7OcawM?ijN$HaB>KmK6<qt^NV<_9}aV)MV2pb-WA_JjR@AzSlT%I804
zYkr3`>L?qa4E#8MqX+s4c7Wz*Q6iAPl1Jl!^c9e(`X}q-{zuy9k21pJq!5rO`aMr1
zj{xc)(SMXnLjR~3lm{yKut23S&*2e)D}fDxEdiFmkpM&hB@iMI1wJ4GLE!88^CR>d
zhY*1^0h+*>7s#<;&^9=0pcI$~g$2@9g04VWJX#P6gMn`TqPW`F3c1?~xgfEEPH0br
z9SSLAjds4t3&?7sZ4`j=LJ*IFq%Z`iAs2<fprXJ9j2|M*4S{e2EI$oIp<VtT`2MK}
z^}--+Ng*I%2r1<6Kady<CISQ5f_~AUPziCsbH{%mmlN8ryJJ4Fe`qj>Ffft-$_E8<
zdw<fPqGCXL?oS#70+dSs3k~oJFg<_r0VU)AP7{X$=<i?n#Q$C2PmX`FSpo+CH(40q
z+JDst6Os52HUl2{Qy&xxllV6uNJxkS0sDu2P$>N0#s(FJKz`!`D(X>ANDS%EB&n*4
zEgGm2{}rryXrRy?dXgH|NBJO+rw^>E05X#jv9=ZyfgprM;Ud-&HdZ1?QMe7v7G@<Z
zB4Ldbhl@!|*+7wSF{F(ZR2X3`4zU#$v$m43hCr>v#USFs;$qg)KQpQBSfF72XKX-)
Pg@wgQIXM-zl}P^&tpe@l

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-reg.xml
new file mode 100644
index 00000000..39fb826d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-reg.xml
@@ -0,0 +1,606 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-007-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='13'/>
+         <instruction instr-id='13' subinstr-id='2'/>
+         <instruction instr-id='13' subinstr-id='4'/>
+         <instruction instr-id='13' subinstr-id='6'/>
+         <instruction instr-id='13' subinstr-id='8'/>
+         <instruction instr-id='13' subinstr-id='10'/>
+         <instruction instr-id='13' subinstr-id='12'/>
+         <instruction instr-id='13' subinstr-id='14'/>
+         <instruction instr-id='13' subinstr-id='16'/>
+         <instruction instr-id='13' subinstr-id='18'/>
+         <instruction instr-id='13' subinstr-id='20'/>
+         <instruction instr-id='13' subinstr-id='22'/>
+         <instruction instr-id='13' subinstr-id='24'/>
+         <instruction instr-id='13' subinstr-id='26'/>
+         <instruction instr-id='13' subinstr-id='28'/>
+         <instruction instr-id='13' subinstr-id='30'/>
+         <instruction instr-id='13' subinstr-id='32'/>
+         <instruction instr-id='52'/>
+         <instruction instr-id='52' subinstr-id='2'/>
+         <instruction instr-id='52' subinstr-id='4'/>
+         <instruction instr-id='52' subinstr-id='6'/>
+         <instruction instr-id='52' subinstr-id='8'/>
+         <instruction instr-id='52' subinstr-id='10'/>
+         <instruction instr-id='52' subinstr-id='12'/>
+         <instruction instr-id='52' subinstr-id='14'/>
+         <instruction instr-id='52' subinstr-id='16'/>
+         <instruction instr-id='54'/>
+         <instruction instr-id='54' subinstr-id='2'/>
+         <instruction instr-id='56'/>
+         <instruction instr-id='56' subinstr-id='2'/>
+         <instruction instr-id='56' subinstr-id='4'/>
+         <instruction instr-id='56' subinstr-id='6'/>
+         <instruction instr-id='56' subinstr-id='8'/>
+         <instruction instr-id='90'/>
+         <instruction instr-id='92'/>
+         <instruction instr-id='92' subinstr-id='2'/>
+         <instruction instr-id='94'/>
+         <instruction instr-id='94' subinstr-id='2'/>
+         <instruction instr-id='96'/>
+         <instruction instr-id='96' subinstr-id='2'/>
+         <instruction instr-id='96' subinstr-id='4'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='131' subinstr-id='4'/>
+         <instruction instr-id='131' subinstr-id='6'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='133' subinstr-id='4'/>
+         <instruction instr-id='133' subinstr-id='6'/>
+         <instruction instr-id='133' subinstr-id='8'/>
+         <instruction instr-id='133' subinstr-id='10'/>
+         <instruction instr-id='133' subinstr-id='12'/>
+         <instruction instr-id='133' subinstr-id='14'/>
+         <instruction instr-id='133' subinstr-id='16'/>
+         <instruction instr-id='133' subinstr-id='18'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <bounding-box x1='108' y1='685' x2='466' y2='750'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='142' subinstr-id='4'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='144' subinstr-id='6'/>
+         <instruction instr-id='144' subinstr-id='8'/>
+         <instruction instr-id='144' subinstr-id='10'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='201' subinstr-id='4'/>
+         <instruction instr-id='201' subinstr-id='6'/>
+         <instruction instr-id='201' subinstr-id='8'/>
+         <instruction instr-id='201' subinstr-id='10'/>
+         <instruction instr-id='201' subinstr-id='12'/>
+         <instruction instr-id='201' subinstr-id='14'/>
+         <instruction instr-id='201' subinstr-id='16'/>
+         <instruction instr-id='201' subinstr-id='18'/>
+         <instruction instr-id='201' subinstr-id='20'/>
+         <instruction instr-id='207'/>
+         <instruction instr-id='207' subinstr-id='2'/>
+         <instruction instr-id='207' subinstr-id='4'/>
+         <instruction instr-id='207' subinstr-id='6'/>
+         <instruction instr-id='207' subinstr-id='8'/>
+         <instruction instr-id='207' subinstr-id='10'/>
+         <instruction instr-id='207' subinstr-id='12'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <bounding-box x1='96' y1='158' x2='492' y2='195'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='3'>
+         <instruction instr-id='46'/>
+         <instruction instr-id='46' subinstr-id='2'/>
+         <instruction instr-id='46' subinstr-id='4'/>
+         <instruction instr-id='46' subinstr-id='6'/>
+         <instruction instr-id='46' subinstr-id='8'/>
+         <instruction instr-id='46' subinstr-id='10'/>
+         <instruction instr-id='46' subinstr-id='12'/>
+         <instruction instr-id='46' subinstr-id='14'/>
+         <instruction instr-id='46' subinstr-id='16'/>
+         <instruction instr-id='46' subinstr-id='18'/>
+         <instruction instr-id='46' subinstr-id='20'/>
+         <instruction instr-id='46' subinstr-id='22'/>
+         <instruction instr-id='46' subinstr-id='24'/>
+         <instruction instr-id='46' subinstr-id='26'/>
+         <instruction instr-id='77'/>
+         <instruction instr-id='77' subinstr-id='2'/>
+         <instruction instr-id='77' subinstr-id='4'/>
+         <instruction instr-id='77' subinstr-id='6'/>
+         <instruction instr-id='77' subinstr-id='8'/>
+         <instruction instr-id='77' subinstr-id='10'/>
+         <instruction instr-id='77' subinstr-id='12'/>
+         <instruction instr-id='77' subinstr-id='14'/>
+         <instruction instr-id='77' subinstr-id='16'/>
+         <instruction instr-id='77' subinstr-id='18'/>
+         <instruction instr-id='77' subinstr-id='20'/>
+         <instruction instr-id='79'/>
+         <instruction instr-id='79' subinstr-id='2'/>
+         <instruction instr-id='79' subinstr-id='4'/>
+         <instruction instr-id='79' subinstr-id='6'/>
+         <instruction instr-id='79' subinstr-id='8'/>
+         <instruction instr-id='81'/>
+         <instruction instr-id='81' subinstr-id='2'/>
+         <instruction instr-id='81' subinstr-id='4'/>
+         <instruction instr-id='81' subinstr-id='6'/>
+         <instruction instr-id='81' subinstr-id='8'/>
+         <bounding-box x1='105' y1='597' x2='475' y2='621'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='3'>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='170' subinstr-id='4'/>
+         <instruction instr-id='170' subinstr-id='6'/>
+         <instruction instr-id='170' subinstr-id='8'/>
+         <instruction instr-id='170' subinstr-id='10'/>
+         <instruction instr-id='170' subinstr-id='12'/>
+         <instruction instr-id='170' subinstr-id='14'/>
+         <instruction instr-id='170' subinstr-id='16'/>
+         <instruction instr-id='170' subinstr-id='18'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='174' subinstr-id='6'/>
+         <instruction instr-id='174' subinstr-id='8'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='182' subinstr-id='6'/>
+         <instruction instr-id='182' subinstr-id='8'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='4'/>
+         <instruction instr-id='215' subinstr-id='6'/>
+         <instruction instr-id='215' subinstr-id='8'/>
+         <instruction instr-id='215' subinstr-id='10'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='221' subinstr-id='4'/>
+         <instruction instr-id='221' subinstr-id='6'/>
+         <instruction instr-id='221' subinstr-id='8'/>
+         <instruction instr-id='221' subinstr-id='10'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='289' subinstr-id='4'/>
+         <instruction instr-id='289' subinstr-id='6'/>
+         <instruction instr-id='289' subinstr-id='8'/>
+         <instruction instr-id='289' subinstr-id='10'/>
+         <instruction instr-id='289' subinstr-id='12'/>
+         <instruction instr-id='293'/>
+         <instruction instr-id='293' subinstr-id='2'/>
+         <instruction instr-id='293' subinstr-id='4'/>
+         <instruction instr-id='293' subinstr-id='6'/>
+         <instruction instr-id='293' subinstr-id='8'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='325'/>
+         <instruction instr-id='325' subinstr-id='2'/>
+         <instruction instr-id='325' subinstr-id='4'/>
+         <instruction instr-id='325' subinstr-id='6'/>
+         <instruction instr-id='325' subinstr-id='8'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <instruction instr-id='329' subinstr-id='8'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='362'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='364' subinstr-id='2'/>
+         <instruction instr-id='364' subinstr-id='4'/>
+         <instruction instr-id='364' subinstr-id='6'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='366' subinstr-id='2'/>
+         <instruction instr-id='366' subinstr-id='4'/>
+         <instruction instr-id='366' subinstr-id='6'/>
+         <instruction instr-id='394'/>
+         <instruction instr-id='394' subinstr-id='2'/>
+         <instruction instr-id='394' subinstr-id='4'/>
+         <instruction instr-id='394' subinstr-id='6'/>
+         <instruction instr-id='394' subinstr-id='8'/>
+         <instruction instr-id='394' subinstr-id='10'/>
+         <instruction instr-id='394' subinstr-id='12'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='398'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='426' subinstr-id='2'/>
+         <instruction instr-id='426' subinstr-id='4'/>
+         <instruction instr-id='426' subinstr-id='6'/>
+         <instruction instr-id='426' subinstr-id='8'/>
+         <instruction instr-id='428'/>
+         <instruction instr-id='428' subinstr-id='2'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='457'/>
+         <instruction instr-id='457' subinstr-id='2'/>
+         <instruction instr-id='457' subinstr-id='4'/>
+         <instruction instr-id='457' subinstr-id='6'/>
+         <instruction instr-id='457' subinstr-id='8'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='461' subinstr-id='2'/>
+         <instruction instr-id='489'/>
+         <instruction instr-id='489' subinstr-id='2'/>
+         <instruction instr-id='489' subinstr-id='4'/>
+         <instruction instr-id='489' subinstr-id='6'/>
+         <instruction instr-id='489' subinstr-id='8'/>
+         <instruction instr-id='489' subinstr-id='10'/>
+         <instruction instr-id='489' subinstr-id='12'/>
+         <instruction instr-id='489' subinstr-id='14'/>
+         <instruction instr-id='489' subinstr-id='16'/>
+         <instruction instr-id='489' subinstr-id='18'/>
+         <instruction instr-id='489' subinstr-id='20'/>
+         <instruction instr-id='489' subinstr-id='22'/>
+         <instruction instr-id='489' subinstr-id='24'/>
+         <instruction instr-id='489' subinstr-id='26'/>
+         <instruction instr-id='489' subinstr-id='28'/>
+         <instruction instr-id='489' subinstr-id='30'/>
+         <instruction instr-id='489' subinstr-id='32'/>
+         <instruction instr-id='489' subinstr-id='34'/>
+         <instruction instr-id='491'/>
+         <instruction instr-id='493'/>
+         <instruction instr-id='520'/>
+         <instruction instr-id='520' subinstr-id='2'/>
+         <instruction instr-id='520' subinstr-id='4'/>
+         <instruction instr-id='520' subinstr-id='6'/>
+         <instruction instr-id='520' subinstr-id='8'/>
+         <instruction instr-id='520' subinstr-id='10'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='524'/>
+         <bounding-box x1='92' y1='151' x2='493' y2='361'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='5'>
+         <instruction instr-id='15'/>
+         <instruction instr-id='15' subinstr-id='2'/>
+         <instruction instr-id='15' subinstr-id='4'/>
+         <instruction instr-id='15' subinstr-id='6'/>
+         <instruction instr-id='15' subinstr-id='8'/>
+         <instruction instr-id='15' subinstr-id='10'/>
+         <instruction instr-id='15' subinstr-id='12'/>
+         <instruction instr-id='15' subinstr-id='14'/>
+         <instruction instr-id='15' subinstr-id='16'/>
+         <instruction instr-id='15' subinstr-id='18'/>
+         <instruction instr-id='15' subinstr-id='20'/>
+         <instruction instr-id='15' subinstr-id='22'/>
+         <instruction instr-id='15' subinstr-id='24'/>
+         <instruction instr-id='15' subinstr-id='26'/>
+         <instruction instr-id='15' subinstr-id='28'/>
+         <instruction instr-id='15' subinstr-id='30'/>
+         <instruction instr-id='15' subinstr-id='32'/>
+         <instruction instr-id='54'/>
+         <instruction instr-id='54' subinstr-id='2'/>
+         <instruction instr-id='54' subinstr-id='4'/>
+         <instruction instr-id='54' subinstr-id='6'/>
+         <instruction instr-id='54' subinstr-id='8'/>
+         <instruction instr-id='54' subinstr-id='10'/>
+         <instruction instr-id='54' subinstr-id='12'/>
+         <instruction instr-id='54' subinstr-id='14'/>
+         <instruction instr-id='54' subinstr-id='16'/>
+         <instruction instr-id='54' subinstr-id='18'/>
+         <instruction instr-id='54' subinstr-id='20'/>
+         <instruction instr-id='54' subinstr-id='22'/>
+         <instruction instr-id='56'/>
+         <bounding-box x1='163' y1='726' x2='430' y2='750'/>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' page='5'>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='165' subinstr-id='12'/>
+         <instruction instr-id='165' subinstr-id='14'/>
+         <instruction instr-id='165' subinstr-id='16'/>
+         <instruction instr-id='165' subinstr-id='18'/>
+         <instruction instr-id='165' subinstr-id='20'/>
+         <instruction instr-id='165' subinstr-id='22'/>
+         <instruction instr-id='165' subinstr-id='24'/>
+         <instruction instr-id='165' subinstr-id='26'/>
+         <instruction instr-id='165' subinstr-id='28'/>
+         <instruction instr-id='165' subinstr-id='30'/>
+         <instruction instr-id='165' subinstr-id='32'/>
+         <instruction instr-id='165' subinstr-id='34'/>
+         <instruction instr-id='165' subinstr-id='36'/>
+         <instruction instr-id='165' subinstr-id='38'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='204' subinstr-id='2'/>
+         <instruction instr-id='204' subinstr-id='4'/>
+         <instruction instr-id='204' subinstr-id='6'/>
+         <instruction instr-id='204' subinstr-id='8'/>
+         <instruction instr-id='204' subinstr-id='10'/>
+         <instruction instr-id='204' subinstr-id='12'/>
+         <instruction instr-id='204' subinstr-id='14'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='209' subinstr-id='4'/>
+         <instruction instr-id='209' subinstr-id='6'/>
+         <instruction instr-id='209' subinstr-id='8'/>
+         <instruction instr-id='209' subinstr-id='10'/>
+         <instruction instr-id='209' subinstr-id='12'/>
+         <instruction instr-id='209' subinstr-id='14'/>
+         <instruction instr-id='209' subinstr-id='16'/>
+         <instruction instr-id='209' subinstr-id='18'/>
+         <instruction instr-id='209' subinstr-id='20'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='10'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='223' subinstr-id='2'/>
+         <instruction instr-id='223' subinstr-id='4'/>
+         <instruction instr-id='223' subinstr-id='6'/>
+         <instruction instr-id='223' subinstr-id='8'/>
+         <instruction instr-id='223' subinstr-id='10'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='235' subinstr-id='10'/>
+         <instruction instr-id='235' subinstr-id='12'/>
+         <instruction instr-id='235' subinstr-id='14'/>
+         <instruction instr-id='235' subinstr-id='16'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='273' subinstr-id='8'/>
+         <instruction instr-id='273' subinstr-id='10'/>
+         <instruction instr-id='273' subinstr-id='12'/>
+         <instruction instr-id='273' subinstr-id='14'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='12'/>
+         <instruction instr-id='278' subinstr-id='14'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='289' subinstr-id='4'/>
+         <instruction instr-id='289' subinstr-id='6'/>
+         <instruction instr-id='289' subinstr-id='8'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='291' subinstr-id='4'/>
+         <instruction instr-id='291' subinstr-id='6'/>
+         <instruction instr-id='291' subinstr-id='8'/>
+         <instruction instr-id='291' subinstr-id='10'/>
+         <instruction instr-id='291' subinstr-id='12'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='294' subinstr-id='6'/>
+         <instruction instr-id='294' subinstr-id='8'/>
+         <instruction instr-id='294' subinstr-id='10'/>
+         <instruction instr-id='294' subinstr-id='12'/>
+         <instruction instr-id='294' subinstr-id='14'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='297' subinstr-id='2'/>
+         <instruction instr-id='297' subinstr-id='4'/>
+         <instruction instr-id='297' subinstr-id='6'/>
+         <instruction instr-id='297' subinstr-id='8'/>
+         <instruction instr-id='297' subinstr-id='10'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='12'/>
+         <instruction instr-id='302' subinstr-id='14'/>
+         <instruction instr-id='302' subinstr-id='16'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='4'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='339' subinstr-id='2'/>
+         <instruction instr-id='339' subinstr-id='4'/>
+         <instruction instr-id='339' subinstr-id='6'/>
+         <instruction instr-id='339' subinstr-id='8'/>
+         <instruction instr-id='339' subinstr-id='10'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='374' subinstr-id='2'/>
+         <instruction instr-id='374' subinstr-id='4'/>
+         <instruction instr-id='374' subinstr-id='6'/>
+         <instruction instr-id='374' subinstr-id='8'/>
+         <instruction instr-id='374' subinstr-id='10'/>
+         <instruction instr-id='374' subinstr-id='12'/>
+         <instruction instr-id='374' subinstr-id='14'/>
+         <instruction instr-id='374' subinstr-id='16'/>
+         <instruction instr-id='374' subinstr-id='18'/>
+         <instruction instr-id='409'/>
+         <instruction instr-id='409' subinstr-id='2'/>
+         <instruction instr-id='409' subinstr-id='4'/>
+         <instruction instr-id='409' subinstr-id='6'/>
+         <instruction instr-id='409' subinstr-id='8'/>
+         <instruction instr-id='409' subinstr-id='10'/>
+         <instruction instr-id='409' subinstr-id='12'/>
+         <instruction instr-id='409' subinstr-id='14'/>
+         <instruction instr-id='409' subinstr-id='16'/>
+         <instruction instr-id='409' subinstr-id='18'/>
+         <instruction instr-id='409' subinstr-id='20'/>
+         <instruction instr-id='409' subinstr-id='22'/>
+         <instruction instr-id='409' subinstr-id='24'/>
+         <instruction instr-id='409' subinstr-id='26'/>
+         <instruction instr-id='409' subinstr-id='28'/>
+         <instruction instr-id='409' subinstr-id='30'/>
+         <instruction instr-id='409' subinstr-id='32'/>
+         <instruction instr-id='409' subinstr-id='34'/>
+         <instruction instr-id='443'/>
+         <instruction instr-id='443' subinstr-id='2'/>
+         <instruction instr-id='443' subinstr-id='4'/>
+         <instruction instr-id='443' subinstr-id='6'/>
+         <instruction instr-id='448'/>
+         <instruction instr-id='448' subinstr-id='2'/>
+         <instruction instr-id='448' subinstr-id='4'/>
+         <instruction instr-id='448' subinstr-id='6'/>
+         <instruction instr-id='448' subinstr-id='8'/>
+         <instruction instr-id='448' subinstr-id='10'/>
+         <instruction instr-id='448' subinstr-id='12'/>
+         <instruction instr-id='448' subinstr-id='14'/>
+         <instruction instr-id='448' subinstr-id='16'/>
+         <instruction instr-id='448' subinstr-id='18'/>
+         <instruction instr-id='448' subinstr-id='20'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='453' subinstr-id='2'/>
+         <instruction instr-id='453' subinstr-id='4'/>
+         <instruction instr-id='453' subinstr-id='6'/>
+         <instruction instr-id='453' subinstr-id='8'/>
+         <instruction instr-id='453' subinstr-id='10'/>
+         <instruction instr-id='453' subinstr-id='12'/>
+         <instruction instr-id='453' subinstr-id='14'/>
+         <instruction instr-id='453' subinstr-id='16'/>
+         <instruction instr-id='453' subinstr-id='18'/>
+         <instruction instr-id='453' subinstr-id='20'/>
+         <instruction instr-id='453' subinstr-id='22'/>
+         <instruction instr-id='458'/>
+         <instruction instr-id='458' subinstr-id='2'/>
+         <instruction instr-id='458' subinstr-id='4'/>
+         <instruction instr-id='458' subinstr-id='6'/>
+         <instruction instr-id='458' subinstr-id='8'/>
+         <instruction instr-id='458' subinstr-id='10'/>
+         <instruction instr-id='458' subinstr-id='12'/>
+         <instruction instr-id='458' subinstr-id='14'/>
+         <instruction instr-id='462'/>
+         <instruction instr-id='462' subinstr-id='2'/>
+         <instruction instr-id='462' subinstr-id='4'/>
+         <instruction instr-id='462' subinstr-id='6'/>
+         <instruction instr-id='462' subinstr-id='8'/>
+         <instruction instr-id='462' subinstr-id='10'/>
+         <instruction instr-id='462' subinstr-id='12'/>
+         <instruction instr-id='462' subinstr-id='14'/>
+         <instruction instr-id='466'/>
+         <instruction instr-id='466' subinstr-id='2'/>
+         <instruction instr-id='466' subinstr-id='4'/>
+         <instruction instr-id='466' subinstr-id='6'/>
+         <instruction instr-id='466' subinstr-id='8'/>
+         <instruction instr-id='466' subinstr-id='10'/>
+         <instruction instr-id='466' subinstr-id='12'/>
+         <instruction instr-id='466' subinstr-id='14'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='471' subinstr-id='4'/>
+         <instruction instr-id='471' subinstr-id='6'/>
+         <instruction instr-id='471' subinstr-id='8'/>
+         <instruction instr-id='471' subinstr-id='10'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='477' subinstr-id='2'/>
+         <instruction instr-id='477' subinstr-id='4'/>
+         <instruction instr-id='477' subinstr-id='6'/>
+         <instruction instr-id='477' subinstr-id='8'/>
+         <instruction instr-id='477' subinstr-id='10'/>
+         <instruction instr-id='482'/>
+         <instruction instr-id='482' subinstr-id='2'/>
+         <instruction instr-id='482' subinstr-id='4'/>
+         <instruction instr-id='482' subinstr-id='6'/>
+         <instruction instr-id='482' subinstr-id='8'/>
+         <instruction instr-id='482' subinstr-id='10'/>
+         <instruction instr-id='482' subinstr-id='12'/>
+         <instruction instr-id='482' subinstr-id='14'/>
+         <instruction instr-id='482' subinstr-id='16'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='517' subinstr-id='6'/>
+         <instruction instr-id='517' subinstr-id='8'/>
+         <instruction instr-id='519'/>
+         <instruction instr-id='521'/>
+         <instruction instr-id='555'/>
+         <instruction instr-id='555' subinstr-id='2'/>
+         <instruction instr-id='555' subinstr-id='4'/>
+         <instruction instr-id='555' subinstr-id='6'/>
+         <instruction instr-id='555' subinstr-id='8'/>
+         <instruction instr-id='557'/>
+         <instruction instr-id='559'/>
+         <bounding-box x1='94' y1='172' x2='487' y2='445'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-str.xml
new file mode 100644
index 00000000..c9d5b40c
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007-str.xml
@@ -0,0 +1,1059 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-007-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="218" x2="270" y1="739" y2="750"/>
+                <content>Up-market</content>
+                <instruction instr-id="13" subinstr-id="0"/>
+                <instruction instr-id="13" subinstr-id="2"/>
+                <instruction instr-id="13" subinstr-id="4"/>
+                <instruction instr-id="13" subinstr-id="6"/>
+                <instruction instr-id="13" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="306" x2="345" y1="739" y2="750"/>
+                <content>Medium</content>
+                <instruction instr-id="13" subinstr-id="10"/>
+                <instruction instr-id="13" subinstr-id="12"/>
+                <instruction instr-id="13" subinstr-id="14"/>
+                <instruction instr-id="13" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="401" x2="466" y1="739" y2="750"/>
+                <content>Down-market</content>
+                <instruction instr-id="13" subinstr-id="18"/>
+                <instruction instr-id="13" subinstr-id="20"/>
+                <instruction instr-id="13" subinstr-id="22"/>
+                <instruction instr-id="13" subinstr-id="24"/>
+                <instruction instr-id="13" subinstr-id="26"/>
+                <instruction instr-id="13" subinstr-id="28"/>
+                <instruction instr-id="13" subinstr-id="30"/>
+                <instruction instr-id="13" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="108" x2="188" y1="726" y2="736"/>
+                <content>Procter &amp; Gamble</content>
+                <instruction instr-id="52" subinstr-id="0"/>
+                <instruction instr-id="52" subinstr-id="2"/>
+                <instruction instr-id="52" subinstr-id="4"/>
+                <instruction instr-id="52" subinstr-id="6"/>
+                <instruction instr-id="52" subinstr-id="8"/>
+                <instruction instr-id="52" subinstr-id="10"/>
+                <instruction instr-id="52" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="219" x2="241" y1="726" y2="736"/>
+                <content>Ariel</content>
+                <instruction instr-id="52" subinstr-id="14"/>
+                <instruction instr-id="52" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="306" x2="328" y1="726" y2="736"/>
+                <content>Vizir</content>
+                <instruction instr-id="54" subinstr-id="0"/>
+                <instruction instr-id="54" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="401" x2="430" y1="726" y2="736"/>
+                <content>Bonux</content>
+                <instruction instr-id="56" subinstr-id="0"/>
+                <instruction instr-id="56" subinstr-id="2"/>
+                <instruction instr-id="56" subinstr-id="4"/>
+                <instruction instr-id="56" subinstr-id="6"/>
+                <instruction instr-id="56" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="108" x2="133" y1="712" y2="723"/>
+                <content>Lever</content>
+                <instruction instr-id="90" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="218" x2="238" y1="712" y2="723"/>
+                <content>Skip</content>
+                <instruction instr-id="92" subinstr-id="0"/>
+                <instruction instr-id="92" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="306" x2="328" y1="712" y2="723"/>
+                <content>Omo</content>
+                <instruction instr-id="94" subinstr-id="0"/>
+                <instruction instr-id="94" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="401" x2="425" y1="712" y2="723"/>
+                <content>Persil</content>
+                <instruction instr-id="96" subinstr-id="0"/>
+                <instruction instr-id="96" subinstr-id="2"/>
+                <instruction instr-id="96" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="108" x2="139" y1="698" y2="709"/>
+                <content>Henkel</content>
+                <instruction instr-id="131" subinstr-id="0"/>
+                <instruction instr-id="131" subinstr-id="2"/>
+                <instruction instr-id="131" subinstr-id="4"/>
+                <instruction instr-id="131" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="218" x2="253" y1="698" y2="709"/>
+                <content>Le Chat</content>
+                <instruction instr-id="133" subinstr-id="0"/>
+                <instruction instr-id="133" subinstr-id="2"/>
+                <instruction instr-id="133" subinstr-id="4"/>
+                <instruction instr-id="133" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="306" x2="359" y1="698" y2="709"/>
+                <content>Super Croix</content>
+                <instruction instr-id="133" subinstr-id="8"/>
+                <instruction instr-id="133" subinstr-id="10"/>
+                <instruction instr-id="133" subinstr-id="12"/>
+                <instruction instr-id="133" subinstr-id="14"/>
+                <instruction instr-id="133" subinstr-id="16"/>
+                <instruction instr-id="133" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="108" x2="189" y1="685" y2="696"/>
+                <content>Colgate-Palmolive</content>
+                <instruction instr-id="167" subinstr-id="0"/>
+                <instruction instr-id="167" subinstr-id="2"/>
+                <instruction instr-id="167" subinstr-id="4"/>
+                <instruction instr-id="167" subinstr-id="6"/>
+                <instruction instr-id="167" subinstr-id="8"/>
+                <instruction instr-id="167" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="218" x2="241" y1="685" y2="696"/>
+                <content>Dash</content>
+                <instruction instr-id="167" subinstr-id="12"/>
+                <instruction instr-id="167" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="306" x2="333" y1="685" y2="696"/>
+                <content>Axion</content>
+                <instruction instr-id="169" subinstr-id="0"/>
+                <instruction instr-id="169" subinstr-id="2"/>
+                <instruction instr-id="169" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="401" x2="427" y1="685" y2="696"/>
+                <content>Gama</content>
+                <instruction instr-id="171" subinstr-id="0"/>
+                <instruction instr-id="171" subinstr-id="2"/>
+                <instruction instr-id="171" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="96" x2="123" y1="184" y2="195"/>
+                <content>Years</content>
+                <instruction instr-id="142" subinstr-id="0"/>
+                <instruction instr-id="142" subinstr-id="2"/>
+                <instruction instr-id="142" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="259" x2="281" y1="184" y2="195"/>
+                <content>1990</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="302" x2="324" y1="184" y2="195"/>
+                <content>1992</content>
+                <instruction instr-id="144" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="344" x2="366" y1="184" y2="195"/>
+                <content>1993</content>
+                <instruction instr-id="144" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="386" x2="408" y1="184" y2="195"/>
+                <content>1994</content>
+                <instruction instr-id="144" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="426" x2="448" y1="184" y2="195"/>
+                <content>1995</content>
+                <instruction instr-id="144" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="0">
+                <bounding-box x1="468" x2="490" y1="184" y2="195"/>
+                <content>1996</content>
+                <instruction instr-id="144" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="96" x2="230" y1="158" y2="182"/>
+                <content>Budget Coefficient for Coffee,
+Tea, Herb Tea</content>
+                <instruction instr-id="201" subinstr-id="0"/>
+                <instruction instr-id="201" subinstr-id="2"/>
+                <instruction instr-id="201" subinstr-id="4"/>
+                <instruction instr-id="201" subinstr-id="6"/>
+                <instruction instr-id="201" subinstr-id="8"/>
+                <instruction instr-id="201" subinstr-id="10"/>
+                <instruction instr-id="201" subinstr-id="12"/>
+                <instruction instr-id="201" subinstr-id="14"/>
+                <instruction instr-id="201" subinstr-id="16"/>
+                <instruction instr-id="201" subinstr-id="18"/>
+                <instruction instr-id="201" subinstr-id="20"/>
+                <instruction instr-id="207" subinstr-id="0"/>
+                <instruction instr-id="207" subinstr-id="2"/>
+                <instruction instr-id="207" subinstr-id="4"/>
+                <instruction instr-id="207" subinstr-id="6"/>
+                <instruction instr-id="207" subinstr-id="8"/>
+                <instruction instr-id="207" subinstr-id="10"/>
+                <instruction instr-id="207" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="258" x2="282" y1="171" y2="182"/>
+                <content>0.323</content>
+                <instruction instr-id="210" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="300" x2="325" y1="171" y2="182"/>
+                <content>0.272</content>
+                <instruction instr-id="210" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="343" x2="367" y1="171" y2="182"/>
+                <content>0.265</content>
+                <instruction instr-id="210" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="385" x2="409" y1="171" y2="182"/>
+                <content>0.290</content>
+                <instruction instr-id="210" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="425" x2="450" y1="171" y2="182"/>
+                <content>0.340</content>
+                <instruction instr-id="210" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="467" x2="492" y1="171" y2="182"/>
+                <content>0.346</content>
+                <instruction instr-id="210" subinstr-id="10"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="105" x2="139" y1="610" y2="621"/>
+                <content>Product</content>
+                <instruction instr-id="46" subinstr-id="0"/>
+                <instruction instr-id="46" subinstr-id="2"/>
+                <instruction instr-id="46" subinstr-id="4"/>
+                <instruction instr-id="46" subinstr-id="6"/>
+                <instruction instr-id="46" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="308" x2="362" y1="610" y2="621"/>
+                <content>Roast coffee</content>
+                <instruction instr-id="46" subinstr-id="10"/>
+                <instruction instr-id="46" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="413" x2="475" y1="610" y2="621"/>
+                <content>Instant Coffee</content>
+                <instruction instr-id="46" subinstr-id="14"/>
+                <instruction instr-id="46" subinstr-id="16"/>
+                <instruction instr-id="46" subinstr-id="18"/>
+                <instruction instr-id="46" subinstr-id="20"/>
+                <instruction instr-id="46" subinstr-id="22"/>
+                <instruction instr-id="46" subinstr-id="24"/>
+                <instruction instr-id="46" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="105" x2="216" y1="597" y2="608"/>
+                <content>Turnover in FFr. millions</content>
+                <instruction instr-id="77" subinstr-id="0"/>
+                <instruction instr-id="77" subinstr-id="2"/>
+                <instruction instr-id="77" subinstr-id="4"/>
+                <instruction instr-id="77" subinstr-id="6"/>
+                <instruction instr-id="77" subinstr-id="8"/>
+                <instruction instr-id="77" subinstr-id="10"/>
+                <instruction instr-id="77" subinstr-id="12"/>
+                <instruction instr-id="77" subinstr-id="14"/>
+                <instruction instr-id="77" subinstr-id="16"/>
+                <instruction instr-id="77" subinstr-id="18"/>
+                <instruction instr-id="77" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="322" x2="347" y1="597" y2="608"/>
+                <content>7,581</content>
+                <instruction instr-id="79" subinstr-id="0"/>
+                <instruction instr-id="79" subinstr-id="2"/>
+                <instruction instr-id="79" subinstr-id="4"/>
+                <instruction instr-id="79" subinstr-id="6"/>
+                <instruction instr-id="79" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="432" x2="457" y1="597" y2="608"/>
+                <content>2,517</content>
+                <instruction instr-id="81" subinstr-id="0"/>
+                <instruction instr-id="81" subinstr-id="2"/>
+                <instruction instr-id="81" subinstr-id="4"/>
+                <instruction instr-id="81" subinstr-id="6"/>
+                <instruction instr-id="81" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="92" x2="126" y1="350" y2="361"/>
+                <content>Brands</content>
+                <instruction instr-id="170" subinstr-id="0"/>
+                <instruction instr-id="170" subinstr-id="2"/>
+                <instruction instr-id="170" subinstr-id="4"/>
+                <instruction instr-id="170" subinstr-id="6"/>
+                <instruction instr-id="170" subinstr-id="8"/>
+                <instruction instr-id="170" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="307" x2="386" y1="338" y2="361"/>
+                <content>Market shares in
+volume (1996)</content>
+                <instruction instr-id="170" subinstr-id="12"/>
+                <instruction instr-id="170" subinstr-id="14"/>
+                <instruction instr-id="170" subinstr-id="16"/>
+                <instruction instr-id="170" subinstr-id="18"/>
+                <instruction instr-id="174" subinstr-id="0"/>
+                <instruction instr-id="174" subinstr-id="2"/>
+                <instruction instr-id="174" subinstr-id="4"/>
+                <instruction instr-id="174" subinstr-id="6"/>
+                <instruction instr-id="174" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="413" x2="493" y1="338" y2="361"/>
+                <content>Market shares in
+volume (1997)</content>
+                <instruction instr-id="178" subinstr-id="0"/>
+                <instruction instr-id="178" subinstr-id="2"/>
+                <instruction instr-id="178" subinstr-id="4"/>
+                <instruction instr-id="178" subinstr-id="6"/>
+                <instruction instr-id="182" subinstr-id="0"/>
+                <instruction instr-id="182" subinstr-id="2"/>
+                <instruction instr-id="182" subinstr-id="4"/>
+                <instruction instr-id="182" subinstr-id="6"/>
+                <instruction instr-id="182" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="92" x2="166" y1="311" y2="335"/>
+                <content>Maison du Café
+(Douwe Egberts)</content>
+                <instruction instr-id="215" subinstr-id="0"/>
+                <instruction instr-id="215" subinstr-id="2"/>
+                <instruction instr-id="215" subinstr-id="4"/>
+                <instruction instr-id="215" subinstr-id="6"/>
+                <instruction instr-id="215" subinstr-id="8"/>
+                <instruction instr-id="215" subinstr-id="10"/>
+                <instruction instr-id="221" subinstr-id="0"/>
+                <instruction instr-id="221" subinstr-id="2"/>
+                <instruction instr-id="221" subinstr-id="4"/>
+                <instruction instr-id="221" subinstr-id="6"/>
+                <instruction instr-id="221" subinstr-id="8"/>
+                <instruction instr-id="221" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="331" x2="359" y1="324" y2="335"/>
+                <content>14.9%</content>
+                <instruction instr-id="224" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="439" x2="467" y1="324" y2="335"/>
+                <content>16.5%</content>
+                <instruction instr-id="224" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="92" x2="143" y1="285" y2="309"/>
+                <content>Carte Noire
+(K-J-S)</content>
+                <instruction instr-id="253" subinstr-id="0"/>
+                <instruction instr-id="253" subinstr-id="2"/>
+                <instruction instr-id="253" subinstr-id="4"/>
+                <instruction instr-id="253" subinstr-id="6"/>
+                <instruction instr-id="253" subinstr-id="8"/>
+                <instruction instr-id="257" subinstr-id="0"/>
+                <instruction instr-id="257" subinstr-id="2"/>
+                <instruction instr-id="257" subinstr-id="4"/>
+                <instruction instr-id="257" subinstr-id="6"/>
+                <instruction instr-id="257" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="331" x2="359" y1="298" y2="309"/>
+                <content>17.0%</content>
+                <instruction instr-id="260" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="439" x2="467" y1="298" y2="309"/>
+                <content>16.5%</content>
+                <instruction instr-id="260" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="92" x2="155" y1="259" y2="282"/>
+                <content>Jacques Vabre
+(K-J-S)</content>
+                <instruction instr-id="289" subinstr-id="0"/>
+                <instruction instr-id="289" subinstr-id="2"/>
+                <instruction instr-id="289" subinstr-id="4"/>
+                <instruction instr-id="289" subinstr-id="6"/>
+                <instruction instr-id="289" subinstr-id="8"/>
+                <instruction instr-id="289" subinstr-id="10"/>
+                <instruction instr-id="289" subinstr-id="12"/>
+                <instruction instr-id="293" subinstr-id="0"/>
+                <instruction instr-id="293" subinstr-id="2"/>
+                <instruction instr-id="293" subinstr-id="4"/>
+                <instruction instr-id="293" subinstr-id="6"/>
+                <instruction instr-id="293" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="331" x2="359" y1="271" y2="282"/>
+                <content>14.2%</content>
+                <instruction instr-id="296" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="439" x2="467" y1="271" y2="282"/>
+                <content>13.8%</content>
+                <instruction instr-id="296" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="92" x2="145" y1="232" y2="256"/>
+                <content>Grand Mère
+(K-J-S)</content>
+                <instruction instr-id="325" subinstr-id="0"/>
+                <instruction instr-id="325" subinstr-id="2"/>
+                <instruction instr-id="325" subinstr-id="4"/>
+                <instruction instr-id="325" subinstr-id="6"/>
+                <instruction instr-id="325" subinstr-id="8"/>
+                <instruction instr-id="329" subinstr-id="0"/>
+                <instruction instr-id="329" subinstr-id="2"/>
+                <instruction instr-id="329" subinstr-id="4"/>
+                <instruction instr-id="329" subinstr-id="6"/>
+                <instruction instr-id="329" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="331" x2="359" y1="245" y2="256"/>
+                <content>13.2%</content>
+                <instruction instr-id="332" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="439" x2="467" y1="245" y2="256"/>
+                <content>13.2%</content>
+                <instruction instr-id="334" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="92" x2="128" y1="219" y2="230"/>
+                <content>Lavazza</content>
+                <instruction instr-id="362" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="336" x2="359" y1="219" y2="230"/>
+                <content>7.0%</content>
+                <instruction instr-id="364" subinstr-id="0"/>
+                <instruction instr-id="364" subinstr-id="2"/>
+                <instruction instr-id="364" subinstr-id="4"/>
+                <instruction instr-id="364" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="444" x2="467" y1="219" y2="230"/>
+                <content>6.2%</content>
+                <instruction instr-id="366" subinstr-id="0"/>
+                <instruction instr-id="366" subinstr-id="2"/>
+                <instruction instr-id="366" subinstr-id="4"/>
+                <instruction instr-id="366" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="92" x2="136" y1="205" y2="216"/>
+                <content>Segafredo</content>
+                <instruction instr-id="394" subinstr-id="0"/>
+                <instruction instr-id="394" subinstr-id="2"/>
+                <instruction instr-id="394" subinstr-id="4"/>
+                <instruction instr-id="394" subinstr-id="6"/>
+                <instruction instr-id="394" subinstr-id="8"/>
+                <instruction instr-id="394" subinstr-id="10"/>
+                <instruction instr-id="394" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="336" x2="359" y1="205" y2="216"/>
+                <content>5.8%</content>
+                <instruction instr-id="396" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="444" x2="467" y1="205" y2="216"/>
+                <content>5.4%</content>
+                <instruction instr-id="398" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="92" x2="116" y1="192" y2="202"/>
+                <content>Legal</content>
+                <instruction instr-id="426" subinstr-id="0"/>
+                <instruction instr-id="426" subinstr-id="2"/>
+                <instruction instr-id="426" subinstr-id="4"/>
+                <instruction instr-id="426" subinstr-id="6"/>
+                <instruction instr-id="426" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="336" x2="359" y1="192" y2="202"/>
+                <content>5.6%</content>
+                <instruction instr-id="428" subinstr-id="0"/>
+                <instruction instr-id="428" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="444" x2="467" y1="192" y2="202"/>
+                <content>4.5%</content>
+                <instruction instr-id="430" subinstr-id="0"/>
+                <instruction instr-id="430" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="92" x2="131" y1="178" y2="189"/>
+                <content>Malongo</content>
+                <instruction instr-id="457" subinstr-id="0"/>
+                <instruction instr-id="457" subinstr-id="2"/>
+                <instruction instr-id="457" subinstr-id="4"/>
+                <instruction instr-id="457" subinstr-id="6"/>
+                <instruction instr-id="457" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="336" x2="359" y1="178" y2="189"/>
+                <content>3.0%</content>
+                <instruction instr-id="459" subinstr-id="0"/>
+                <instruction instr-id="459" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="444" x2="467" y1="178" y2="189"/>
+                <content>3.1%</content>
+                <instruction instr-id="461" subinstr-id="0"/>
+                <instruction instr-id="461" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="92" x2="254" y1="164" y2="175"/>
+                <content>Own Brands and First Price Products</content>
+                <instruction instr-id="489" subinstr-id="0"/>
+                <instruction instr-id="489" subinstr-id="2"/>
+                <instruction instr-id="489" subinstr-id="4"/>
+                <instruction instr-id="489" subinstr-id="6"/>
+                <instruction instr-id="489" subinstr-id="8"/>
+                <instruction instr-id="489" subinstr-id="10"/>
+                <instruction instr-id="489" subinstr-id="12"/>
+                <instruction instr-id="489" subinstr-id="14"/>
+                <instruction instr-id="489" subinstr-id="16"/>
+                <instruction instr-id="489" subinstr-id="18"/>
+                <instruction instr-id="489" subinstr-id="20"/>
+                <instruction instr-id="489" subinstr-id="22"/>
+                <instruction instr-id="489" subinstr-id="24"/>
+                <instruction instr-id="489" subinstr-id="26"/>
+                <instruction instr-id="489" subinstr-id="28"/>
+                <instruction instr-id="489" subinstr-id="30"/>
+                <instruction instr-id="489" subinstr-id="32"/>
+                <instruction instr-id="489" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="331" x2="359" y1="164" y2="175"/>
+                <content>15.9%</content>
+                <instruction instr-id="491" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="438" x2="467" y1="164" y2="175"/>
+                <content>17.3%</content>
+                <instruction instr-id="493" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="92" x2="150" y1="151" y2="162"/>
+                <content>Other Brands</content>
+                <instruction instr-id="520" subinstr-id="0"/>
+                <instruction instr-id="520" subinstr-id="2"/>
+                <instruction instr-id="520" subinstr-id="4"/>
+                <instruction instr-id="520" subinstr-id="6"/>
+                <instruction instr-id="520" subinstr-id="8"/>
+                <instruction instr-id="520" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="336" x2="359" y1="151" y2="162"/>
+                <content>3.3%</content>
+                <instruction instr-id="522" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="444" x2="467" y1="151" y2="162"/>
+                <content>3.4%</content>
+                <instruction instr-id="524" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="5">
+        <region col-increment="0" id="1" page="5" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="180" x2="219" y1="739" y2="750"/>
+                <content>Products</content>
+                <instruction instr-id="15" subinstr-id="0"/>
+                <instruction instr-id="15" subinstr-id="2"/>
+                <instruction instr-id="15" subinstr-id="4"/>
+                <instruction instr-id="15" subinstr-id="6"/>
+                <instruction instr-id="15" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="251" x2="278" y1="739" y2="750"/>
+                <content>Butter</content>
+                <instruction instr-id="15" subinstr-id="10"/>
+                <instruction instr-id="15" subinstr-id="12"/>
+                <instruction instr-id="15" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="293" x2="338" y1="739" y2="750"/>
+                <content>Margarine</content>
+                <instruction instr-id="15" subinstr-id="16"/>
+                <instruction instr-id="15" subinstr-id="18"/>
+                <instruction instr-id="15" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="356" x2="430" y1="739" y2="750"/>
+                <content>Low fat products</content>
+                <instruction instr-id="15" subinstr-id="22"/>
+                <instruction instr-id="15" subinstr-id="24"/>
+                <instruction instr-id="15" subinstr-id="26"/>
+                <instruction instr-id="15" subinstr-id="28"/>
+                <instruction instr-id="15" subinstr-id="30"/>
+                <instruction instr-id="15" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="163" x2="236" y1="726" y2="736"/>
+                <content>Turnover Ffr. m.</content>
+                <instruction instr-id="54" subinstr-id="0"/>
+                <instruction instr-id="54" subinstr-id="2"/>
+                <instruction instr-id="54" subinstr-id="4"/>
+                <instruction instr-id="54" subinstr-id="6"/>
+                <instruction instr-id="54" subinstr-id="8"/>
+                <instruction instr-id="54" subinstr-id="10"/>
+                <instruction instr-id="54" subinstr-id="12"/>
+                <instruction instr-id="54" subinstr-id="14"/>
+                <instruction instr-id="54" subinstr-id="16"/>
+                <instruction instr-id="54" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="254" x2="276" y1="726" y2="736"/>
+                <content>6028</content>
+                <instruction instr-id="54" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="305" x2="327" y1="726" y2="736"/>
+                <content>1385</content>
+                <instruction instr-id="54" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="384" x2="401" y1="726" y2="736"/>
+                <content>836</content>
+                <instruction instr-id="56" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="6">
+        <region col-increment="0" id="1" page="5" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="94" x2="129" y1="434" y2="445"/>
+                <content>Groups</content>
+                <instruction instr-id="165" subinstr-id="0"/>
+                <instruction instr-id="165" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="166" x2="196" y1="434" y2="445"/>
+                <content>Butter</content>
+                <instruction instr-id="165" subinstr-id="4"/>
+                <instruction instr-id="165" subinstr-id="6"/>
+                <instruction instr-id="165" subinstr-id="8"/>
+                <instruction instr-id="165" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="274" x2="324" y1="434" y2="445"/>
+                <content>Margarine</content>
+                <instruction instr-id="165" subinstr-id="12"/>
+                <instruction instr-id="165" subinstr-id="14"/>
+                <instruction instr-id="165" subinstr-id="16"/>
+                <instruction instr-id="165" subinstr-id="18"/>
+                <instruction instr-id="165" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="393" x2="474" y1="434" y2="445"/>
+                <content>Low fat products</content>
+                <instruction instr-id="165" subinstr-id="22"/>
+                <instruction instr-id="165" subinstr-id="24"/>
+                <instruction instr-id="165" subinstr-id="26"/>
+                <instruction instr-id="165" subinstr-id="28"/>
+                <instruction instr-id="165" subinstr-id="30"/>
+                <instruction instr-id="165" subinstr-id="32"/>
+                <instruction instr-id="165" subinstr-id="34"/>
+                <instruction instr-id="165" subinstr-id="36"/>
+                <instruction instr-id="165" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="94" x2="145" y1="421" y2="432"/>
+                <content>Astra Calvé</content>
+                <instruction instr-id="204" subinstr-id="0"/>
+                <instruction instr-id="204" subinstr-id="2"/>
+                <instruction instr-id="204" subinstr-id="4"/>
+                <instruction instr-id="204" subinstr-id="6"/>
+                <instruction instr-id="204" subinstr-id="8"/>
+                <instruction instr-id="204" subinstr-id="10"/>
+                <instruction instr-id="204" subinstr-id="12"/>
+                <instruction instr-id="204" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="166" x2="210" y1="421" y2="432"/>
+                <content>Total: 0%</content>
+                <instruction instr-id="209" subinstr-id="0"/>
+                <instruction instr-id="209" subinstr-id="2"/>
+                <instruction instr-id="209" subinstr-id="4"/>
+                <instruction instr-id="209" subinstr-id="6"/>
+                <instruction instr-id="209" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="274" x2="384" y1="382" y2="432"/>
+                <content>Total: 47%
+(Fruit d’or, Plantafin,
+Equilibre, Effi, Astra, ...)</content>
+                <instruction instr-id="209" subinstr-id="10"/>
+                <instruction instr-id="209" subinstr-id="12"/>
+                <instruction instr-id="209" subinstr-id="14"/>
+                <instruction instr-id="209" subinstr-id="16"/>
+                <instruction instr-id="209" subinstr-id="18"/>
+                <instruction instr-id="209" subinstr-id="20"/>
+                <instruction instr-id="212" subinstr-id="0"/>
+                <instruction instr-id="212" subinstr-id="2"/>
+                <instruction instr-id="212" subinstr-id="4"/>
+                <instruction instr-id="212" subinstr-id="6"/>
+                <instruction instr-id="212" subinstr-id="8"/>
+                <instruction instr-id="212" subinstr-id="10"/>
+                <instruction instr-id="212" subinstr-id="12"/>
+                <instruction instr-id="212" subinstr-id="14"/>
+                <instruction instr-id="212" subinstr-id="16"/>
+                <instruction instr-id="218" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="393" x2="471" y1="369" y2="432"/>
+                <content>Total: 39%
+Fruit d’or (8.4%)
+Effi (10.5%)
+Plantafin (20.1%)</content>
+                <instruction instr-id="223" subinstr-id="0"/>
+                <instruction instr-id="223" subinstr-id="2"/>
+                <instruction instr-id="223" subinstr-id="4"/>
+                <instruction instr-id="223" subinstr-id="6"/>
+                <instruction instr-id="223" subinstr-id="8"/>
+                <instruction instr-id="223" subinstr-id="10"/>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+                <instruction instr-id="228" subinstr-id="4"/>
+                <instruction instr-id="228" subinstr-id="6"/>
+                <instruction instr-id="228" subinstr-id="8"/>
+                <instruction instr-id="228" subinstr-id="10"/>
+                <instruction instr-id="228" subinstr-id="12"/>
+                <instruction instr-id="228" subinstr-id="14"/>
+                <instruction instr-id="228" subinstr-id="16"/>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+                <instruction instr-id="232" subinstr-id="4"/>
+                <instruction instr-id="232" subinstr-id="6"/>
+                <instruction instr-id="232" subinstr-id="8"/>
+                <instruction instr-id="232" subinstr-id="10"/>
+                <instruction instr-id="232" subinstr-id="12"/>
+                <instruction instr-id="235" subinstr-id="0"/>
+                <instruction instr-id="235" subinstr-id="2"/>
+                <instruction instr-id="235" subinstr-id="4"/>
+                <instruction instr-id="235" subinstr-id="6"/>
+                <instruction instr-id="235" subinstr-id="8"/>
+                <instruction instr-id="235" subinstr-id="10"/>
+                <instruction instr-id="235" subinstr-id="12"/>
+                <instruction instr-id="235" subinstr-id="14"/>
+                <instruction instr-id="235" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="94" x2="127" y1="356" y2="367"/>
+                <content>Besnier</content>
+                <instruction instr-id="269" subinstr-id="0"/>
+                <instruction instr-id="269" subinstr-id="2"/>
+                <instruction instr-id="269" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="166" x2="245" y1="317" y2="367"/>
+                <content>Total: 18.1%
+Bfpridel (4.4%)
+Président (13.5%)</content>
+                <instruction instr-id="273" subinstr-id="0"/>
+                <instruction instr-id="273" subinstr-id="2"/>
+                <instruction instr-id="273" subinstr-id="4"/>
+                <instruction instr-id="273" subinstr-id="6"/>
+                <instruction instr-id="273" subinstr-id="8"/>
+                <instruction instr-id="273" subinstr-id="10"/>
+                <instruction instr-id="273" subinstr-id="12"/>
+                <instruction instr-id="273" subinstr-id="14"/>
+                <instruction instr-id="278" subinstr-id="0"/>
+                <instruction instr-id="278" subinstr-id="2"/>
+                <instruction instr-id="278" subinstr-id="4"/>
+                <instruction instr-id="278" subinstr-id="6"/>
+                <instruction instr-id="278" subinstr-id="8"/>
+                <instruction instr-id="278" subinstr-id="10"/>
+                <instruction instr-id="278" subinstr-id="12"/>
+                <instruction instr-id="278" subinstr-id="14"/>
+                <instruction instr-id="284" subinstr-id="0"/>
+                <instruction instr-id="284" subinstr-id="2"/>
+                <instruction instr-id="284" subinstr-id="4"/>
+                <instruction instr-id="284" subinstr-id="6"/>
+                <instruction instr-id="284" subinstr-id="8"/>
+                <instruction instr-id="284" subinstr-id="10"/>
+                <instruction instr-id="284" subinstr-id="12"/>
+                <instruction instr-id="284" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="274" x2="318" y1="356" y2="367"/>
+                <content>Total: 0%</content>
+                <instruction instr-id="289" subinstr-id="0"/>
+                <instruction instr-id="289" subinstr-id="2"/>
+                <instruction instr-id="289" subinstr-id="4"/>
+                <instruction instr-id="289" subinstr-id="6"/>
+                <instruction instr-id="289" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="393" x2="470" y1="305" y2="367"/>
+                <content>Total: 9.5%
+Bridélight (5.6%)
+Bridélice (3.2%)
+Président (0.7%)</content>
+                <instruction instr-id="291" subinstr-id="0"/>
+                <instruction instr-id="291" subinstr-id="2"/>
+                <instruction instr-id="291" subinstr-id="4"/>
+                <instruction instr-id="291" subinstr-id="6"/>
+                <instruction instr-id="291" subinstr-id="8"/>
+                <instruction instr-id="291" subinstr-id="10"/>
+                <instruction instr-id="291" subinstr-id="12"/>
+                <instruction instr-id="294" subinstr-id="0"/>
+                <instruction instr-id="294" subinstr-id="2"/>
+                <instruction instr-id="294" subinstr-id="4"/>
+                <instruction instr-id="294" subinstr-id="6"/>
+                <instruction instr-id="294" subinstr-id="8"/>
+                <instruction instr-id="294" subinstr-id="10"/>
+                <instruction instr-id="294" subinstr-id="12"/>
+                <instruction instr-id="294" subinstr-id="14"/>
+                <instruction instr-id="297" subinstr-id="0"/>
+                <instruction instr-id="297" subinstr-id="2"/>
+                <instruction instr-id="297" subinstr-id="4"/>
+                <instruction instr-id="297" subinstr-id="6"/>
+                <instruction instr-id="297" subinstr-id="8"/>
+                <instruction instr-id="297" subinstr-id="10"/>
+                <instruction instr-id="302" subinstr-id="0"/>
+                <instruction instr-id="302" subinstr-id="2"/>
+                <instruction instr-id="302" subinstr-id="4"/>
+                <instruction instr-id="302" subinstr-id="6"/>
+                <instruction instr-id="302" subinstr-id="8"/>
+                <instruction instr-id="302" subinstr-id="10"/>
+                <instruction instr-id="302" subinstr-id="12"/>
+                <instruction instr-id="302" subinstr-id="14"/>
+                <instruction instr-id="302" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="94" x2="119" y1="291" y2="302"/>
+                <content>Cema</content>
+                <instruction instr-id="337" subinstr-id="0"/>
+                <instruction instr-id="337" subinstr-id="2"/>
+                <instruction instr-id="337" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="274" x2="351" y1="291" y2="302"/>
+                <content>Primevère (1.3%)</content>
+                <instruction instr-id="339" subinstr-id="0"/>
+                <instruction instr-id="339" subinstr-id="2"/>
+                <instruction instr-id="339" subinstr-id="4"/>
+                <instruction instr-id="339" subinstr-id="6"/>
+                <instruction instr-id="339" subinstr-id="8"/>
+                <instruction instr-id="339" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="94" x2="114" y1="277" y2="288"/>
+                <content>CLE</content>
+                <instruction instr-id="374" subinstr-id="0"/>
+                <instruction instr-id="374" subinstr-id="2"/>
+                <instruction instr-id="374" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="166" x2="251" y1="277" y2="288"/>
+                <content>Elles § Vire (6.7%)</content>
+                <instruction instr-id="374" subinstr-id="6"/>
+                <instruction instr-id="374" subinstr-id="8"/>
+                <instruction instr-id="374" subinstr-id="10"/>
+                <instruction instr-id="374" subinstr-id="12"/>
+                <instruction instr-id="374" subinstr-id="14"/>
+                <instruction instr-id="374" subinstr-id="16"/>
+                <instruction instr-id="374" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="94" x2="116" y1="264" y2="275"/>
+                <content>Laïta</content>
+                <instruction instr-id="409" subinstr-id="0"/>
+                <instruction instr-id="409" subinstr-id="2"/>
+                <instruction instr-id="409" subinstr-id="4"/>
+                <instruction instr-id="409" subinstr-id="6"/>
+                <instruction instr-id="409" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="166" x2="262" y1="264" y2="275"/>
+                <content>Paysan Breton (6.3%)</content>
+                <instruction instr-id="409" subinstr-id="10"/>
+                <instruction instr-id="409" subinstr-id="12"/>
+                <instruction instr-id="409" subinstr-id="14"/>
+                <instruction instr-id="409" subinstr-id="16"/>
+                <instruction instr-id="409" subinstr-id="18"/>
+                <instruction instr-id="409" subinstr-id="20"/>
+                <instruction instr-id="409" subinstr-id="22"/>
+                <instruction instr-id="409" subinstr-id="24"/>
+                <instruction instr-id="409" subinstr-id="26"/>
+                <instruction instr-id="409" subinstr-id="28"/>
+                <instruction instr-id="409" subinstr-id="30"/>
+                <instruction instr-id="409" subinstr-id="32"/>
+                <instruction instr-id="409" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="94" x2="123" y1="250" y2="261"/>
+                <content>Vedial</content>
+                <instruction instr-id="443" subinstr-id="0"/>
+                <instruction instr-id="443" subinstr-id="2"/>
+                <instruction instr-id="443" subinstr-id="4"/>
+                <instruction instr-id="443" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="166" x2="210" y1="250" y2="261"/>
+                <content>Total: 0%</content>
+                <instruction instr-id="448" subinstr-id="0"/>
+                <instruction instr-id="448" subinstr-id="2"/>
+                <instruction instr-id="448" subinstr-id="4"/>
+                <instruction instr-id="448" subinstr-id="6"/>
+                <instruction instr-id="448" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="274" x2="382" y1="199" y2="261"/>
+                <content>Total: 19%
+(Prima, St Hubert 41, Le
+Fleurier,Mr Tournesol,
+Tournolive...)</content>
+                <instruction instr-id="448" subinstr-id="10"/>
+                <instruction instr-id="448" subinstr-id="12"/>
+                <instruction instr-id="448" subinstr-id="14"/>
+                <instruction instr-id="448" subinstr-id="16"/>
+                <instruction instr-id="448" subinstr-id="18"/>
+                <instruction instr-id="448" subinstr-id="20"/>
+                <instruction instr-id="453" subinstr-id="0"/>
+                <instruction instr-id="453" subinstr-id="2"/>
+                <instruction instr-id="453" subinstr-id="4"/>
+                <instruction instr-id="453" subinstr-id="6"/>
+                <instruction instr-id="453" subinstr-id="8"/>
+                <instruction instr-id="453" subinstr-id="10"/>
+                <instruction instr-id="453" subinstr-id="12"/>
+                <instruction instr-id="453" subinstr-id="14"/>
+                <instruction instr-id="453" subinstr-id="16"/>
+                <instruction instr-id="453" subinstr-id="18"/>
+                <instruction instr-id="453" subinstr-id="20"/>
+                <instruction instr-id="453" subinstr-id="22"/>
+                <instruction instr-id="458" subinstr-id="0"/>
+                <instruction instr-id="458" subinstr-id="2"/>
+                <instruction instr-id="458" subinstr-id="4"/>
+                <instruction instr-id="458" subinstr-id="6"/>
+                <instruction instr-id="458" subinstr-id="8"/>
+                <instruction instr-id="458" subinstr-id="10"/>
+                <instruction instr-id="458" subinstr-id="12"/>
+                <instruction instr-id="458" subinstr-id="14"/>
+                <instruction instr-id="462" subinstr-id="0"/>
+                <instruction instr-id="462" subinstr-id="2"/>
+                <instruction instr-id="462" subinstr-id="4"/>
+                <instruction instr-id="462" subinstr-id="6"/>
+                <instruction instr-id="462" subinstr-id="8"/>
+                <instruction instr-id="462" subinstr-id="10"/>
+                <instruction instr-id="462" subinstr-id="12"/>
+                <instruction instr-id="462" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="393" x2="487" y1="199" y2="261"/>
+                <content>Total: 34.8%
+Prima (3.3%)
+St Hubert 41 (18.7%)
+Le Fleurier (12.8%)</content>
+                <instruction instr-id="466" subinstr-id="0"/>
+                <instruction instr-id="466" subinstr-id="2"/>
+                <instruction instr-id="466" subinstr-id="4"/>
+                <instruction instr-id="466" subinstr-id="6"/>
+                <instruction instr-id="466" subinstr-id="8"/>
+                <instruction instr-id="466" subinstr-id="10"/>
+                <instruction instr-id="466" subinstr-id="12"/>
+                <instruction instr-id="466" subinstr-id="14"/>
+                <instruction instr-id="471" subinstr-id="0"/>
+                <instruction instr-id="471" subinstr-id="2"/>
+                <instruction instr-id="471" subinstr-id="4"/>
+                <instruction instr-id="471" subinstr-id="6"/>
+                <instruction instr-id="471" subinstr-id="8"/>
+                <instruction instr-id="471" subinstr-id="10"/>
+                <instruction instr-id="477" subinstr-id="0"/>
+                <instruction instr-id="477" subinstr-id="2"/>
+                <instruction instr-id="477" subinstr-id="4"/>
+                <instruction instr-id="477" subinstr-id="6"/>
+                <instruction instr-id="477" subinstr-id="8"/>
+                <instruction instr-id="477" subinstr-id="10"/>
+                <instruction instr-id="482" subinstr-id="0"/>
+                <instruction instr-id="482" subinstr-id="2"/>
+                <instruction instr-id="482" subinstr-id="4"/>
+                <instruction instr-id="482" subinstr-id="6"/>
+                <instruction instr-id="482" subinstr-id="8"/>
+                <instruction instr-id="482" subinstr-id="10"/>
+                <instruction instr-id="482" subinstr-id="12"/>
+                <instruction instr-id="482" subinstr-id="14"/>
+                <instruction instr-id="482" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="94" x2="147" y1="185" y2="196"/>
+                <content>Own brands</content>
+                <instruction instr-id="517" subinstr-id="0"/>
+                <instruction instr-id="517" subinstr-id="2"/>
+                <instruction instr-id="517" subinstr-id="4"/>
+                <instruction instr-id="517" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="166" x2="194" y1="185" y2="196"/>
+                <content>26.9%</content>
+                <instruction instr-id="517" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="274" x2="302" y1="185" y2="196"/>
+                <content>19.4%</content>
+                <instruction instr-id="519" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="393" x2="408" y1="185" y2="196"/>
+                <content>7%</content>
+                <instruction instr-id="521" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="94" x2="123" y1="172" y2="183"/>
+                <content>Others</content>
+                <instruction instr-id="555" subinstr-id="0"/>
+                <instruction instr-id="555" subinstr-id="2"/>
+                <instruction instr-id="555" subinstr-id="4"/>
+                <instruction instr-id="555" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="166" x2="194" y1="172" y2="183"/>
+                <content>42.2%</content>
+                <instruction instr-id="555" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="274" x2="302" y1="172" y2="183"/>
+                <content>13.3%</content>
+                <instruction instr-id="557" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="393" x2="416" y1="172" y2="183"/>
+                <content>9.7%</content>
+                <instruction instr-id="559" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..46cf9b6e39e87fa4915be4a05bfab5ef48a6ddb1
GIT binary patch
literal 28192
zcmb@t1zcRo@-I&CAR)L02pV*7hv4q+K3E0@4<6jzCAb6$5Zv7zf&_PW_atw!?A_h_
zc7N}_|NGzhB=kAeRo!)}tNQe}s}H53s5k>NBL^zw`o`EKDiSk0DHAE!*ou^o4<Ku4
z12nR?bOV}_G6Q5uS-6<FSpW*8%$xu*QZ8mDCV)IC2SAmSg_Dbo9Uw`nL(0L;LCV6y
zsV5+S3bZkWw1P_d_a7>fi#^cnx1Ly-P?4B^|1oor{&q!b^9PNah4t?=E{KA^et+^Y
zvodr4oyNuXHyRro*WYOD%q;&qjfI(s`EN81=D+E}!om5sepy-mt_v#{_uu+u<!1jI
zjg5)rZ~d|{GyP3Jc2?HEJsSrT$KQ0};N<+9tvK1){>BFp{fq4#?Tsu!Kzmdqhy$oV
z#-5aw9iV6rbpAEWtZV>fFxZjw*I1D%1Eg%sz@*F&U4C7Q>hQ6PFmo_-igB>BFpIOX
zv9pM9vM@nzgv8ldMOm4}SOoZ(g*Zf6SVXzSM7YGcx!G8SxLH}b*~Eo~nK?Lwg;`kz
zez^{kgQJnX<CBv>9E6fmOhFtK>E9d)73r4=e);JyHwD_5J6b>#;Q)wRf*gVN0CA9!
zBTy7*0yYH#q)3_BIRPr9%uMV80uGM$KqG622hJNC8X7|9fKljCP!3h_UGQIe<G$%d
z>Lwz=!^5%B{g%7&lPlFHJC_ZPeu#l1VdtfU&OVixWrcrab)JYB4~i@!qaZ#uym$@l
zj3T_a5InBGKr{|~pe8>l17f$ZAvz(v4J86P6+CXfFnkw6>vNRwh!_I8GQ9LkxnOTD
z-zcBgIxi$yq0i*Kp<tl!+lfD+B0(bNclCaco!_kd^oVjmM<Y`sM<dc-UI?+aqLDe!
zf%KQ_LT*%DZGiw0NG%9#{%7PdbN*o<5qq$$FxW+hiIIu)*MD|ycF12YHWo%EJxEjb
zKpV)AKDDLdXzyg=_(XFc<>my4fNdNh^$t3}e3Mie65db6Z=+7i@@uwGCS`@R`>S|j
zVSQp@{Y_Oph{rfWMuU_IAO|$HH2NR)PzE}Ho$O734v-NQhja=lRGAH!NSPsV^6Md)
z4VX!P#n#g`3+b=9;pv){l;z1EAv|mlH~kl#9WrD6x)u<CI55~m1?Z>)fXsFPRiKNb
z9ze{+Q9|XHW{{2~RG3IvetQN1$nVLZzfAlWYyN8KX)IKnj2(Yj{Fm980m4QOz+dVD
zR4uK64h+g*Ya^Sd27Xch(!ej(|1TO427^rhN&YwWp5!G}0ir-NBPWm}KtYkz%n0Q0
zq|Bd>1W*xrqW{_dZ^QQ_|9iZ!voQTby!;s>k|7>(EAJMVUiPhg*I1m4CU%@alS$0N
zN;Hd)z(%^dX6cnA;B=9TTQhT9FnF5|s*{R&FqZ$ZsKJxo%GspvjKIa4rl;qj>+OGW
zakmZ~>Z&))2&MoLhiR31Nh&I?U`zLf<GmXf%0@Qi8${X<@`dX=$fVJ@YQV^+&u)bi
zQhL0Cl{Ut6mW(;aN%tLuXY+Bs>)qe78ls!A9c#}$CtXJpm~?BfF=<|CFV3B|`7S9{
z(stS|W+=mmMQ%HmAbk%*LlcBU*hv$k-URbg{{wBeLj-(&4JnqJNw$8UaI39Sg@LXM
zRgSEhqoCoEr^9Neg+?VEBmKLX_=z6{VA(2`c#zN_Kk%)X5g)xZ%f}Cu=+md!jJ~2K
z#<&#Pa2T(ghK0Uiy$6$Fzax%`efAxFiiM+o5V=NHfs^S(G4qY5$5*E8@Zpk}0E`HM
zoL<5yj&h1?<*2V1POko?^wcMJIE3>m@SlaF;(MhtuMK@)+zd~iF}m_3#(!et0g%V>
znf04s)gR(XMgjR`dGllm{N9}_*0u4oy=vZw?4ZPD<O$;2oDC(av92H2C%n#3{Km1c
zNsax9Dl+0w?=eC1q5KHrLQ`xA#X{a<%;{uobM<XGktGp)TAf~00VoMGvi4vu{-|=W
z!<j#=Qcs?H-loub(0R^XpiVGNLjmO{93E781b+NK%uK&c0{`YrY;3Im$(iEi6c(9Y
z2A=%D7MKr`H9w@NE%%UA3s9x-5GmBI(bAj+P6%6m5OBr-_(YaS4$wxKU$||@eCs3?
zw*5Ls9G-yK0_yi>J!cB8VOoX>B&b>T-LtCh!ueb}5%;E5^xh}dR5uL%Sw-C0r#!4a
zN!f3gVdElctufL%)En}JVQWrYyDosQ&@8UjkCbK82{yiNvwVALw{l#F%h>07occ%C
z<fp5rh>Q*cS%k_#J0s4UJ4&!bCWOcwvK1HBD6bHe2l3J2Pmwiw2CxYzc14T?oHj+a
z7J;=a%nAVkQ_59YKxkc{*@<gEX|l7=kjt#+C<D`Y(}(mo51W>A$TCr`T5jRpU!!_W
zjppfx3+3IeJ{8E5@WBr5>z0)JUGJX>?Nqq4M|eyHhhpNUTKJz|+9VJI8ZGs9r>0Ln
zJzi(&k=?Z_e5jNfYs+jNP}f{edp_N~h7`t$S>oEIKDsRXc^g$jt2t$IrrGGm74%GL
zIt|Hl1z7~w6~8gKTX8$j@~6Ys%T|~LxyFzCRA{MF*UncgY^h9{`1+-_yh}yjoi9@5
z(IydcN6!bRFVb6Mz|bgAis*y}|1|!;=HCB{$xI6JPO>!l$LZ{EuWvR^=Kt(L-~}d>
zUmnD#EjXfVZz|JNW5Jw-=UikXqU2Jx1bnytnq=4OhpCdbuHbTj{cUu4p@!n3$ZJ$-
zEf^nnn$`r)9IK(XIh9+^^I_CCig=(sk{^5<Hq?%Da4siEGMeAUXW`Y5{ZUmNxKMgD
zHAC_+V@)UMv&e)Owh6JNKp^AZKD6{+(zyirv2fX8n=k6f+Gzv{qwhx#S)x?^t*Y8n
zISzKhaV(}%V^n90(Z+AXhi`!BI(-(?jfa6D+oo|9!|D+u2jZ#I5w)y3HT)%M7V?~W
z(w9b8%9WiV+x|cMZ1n7oHmjhY+t4G1VAT_Eqh-3@eDhJi!xcI!QR~399=Eb>%JKL(
z8sv2gYd{Px6V!g^|A0>sLit^t!f7hrY=)xHYN`hA{Z8hbhLV)Z3xUCNr*q_lPo)N`
zbLpLxTblyiCWSC-UGJ4>LL)xi+*Q1I^rKsQulYjA#O-;{PV~OWbi3*6S%$_2fxHHr
zRU;naqmjP)tMIr%=MR<}_as6QX^~$x7+$mqb4YjgBOH!p-yu#4=QoAd84wv!7gOQ4
zUj$&_5bT5)Zq8(IrmS1~Q1g%dbUTDmKwRn!b}^obs$*hm!%#TY@O}nW<VPg?Pu}%A
z1o?Am$HDxcUR9>54Uv#n)zJ-I0Tzr-bU9uzCTai7zAuA?W!}peDW5#h<_T*M=v_=;
zU)siq7{>`%O-s$(;#jf6StFxuX58b$gIc&*(*kbf4B12_9Scc%R>n**o@szSsp#~4
z@=*g6H&r~tvglZin;h-1P$|HysT|2)>bjqZwjl*Uhx&cZ@r?S1ksn`d#jwrk(g<<)
zf0}%)79K6XY~~^iR&e^fAHFu~tlpEETc_<KFPcTawnthhMN^IReYL8<K}BKTh^F^M
zE%ZzA<Fw_++0yE1dz{D;Zfu$7xpx-JE47QG<ZKM%Mg|TBX@IHG@vfIJ_|rYzGSHEg
ziOMq=ya+-!n>@=gSZ<0aK9-<IKP{OQW|r9YP&8(5j%G$i-j*0?(NnY+%vBrp`$PpG
z%D@RqpvrqPtPW{zBSPkKQ=4im6em#nLu}=jb;0HbGTt;)g=~~$4Yc=b4&imF9wpCx
zUd7!_DHFW0X$nmA^G%mw=$g>$37Mr;2qthkX>J6Gbw!r59MwzbG^t8s2s5{(k+;10
z`OzBRnzIry*I&KWO#9pR1noYixhxQ)o2p2zCS26XWhN*VW$HyeQ(QXLe*D-Xfj#Jf
zcp?0i?&b398fxCRU!Lh)1y-h!ku)`oSc+7QTerKu{G=gLp@^Y6;ZG4hI~Gzo)|tF*
zsho2@U5_bI?-?lBHj&NuDsg3(`tIUO3Gnh@BajNSf#8(kmIA2ND07miN~3?_0YI4z
zvL6cK#=sI2dj>lvDq||YzC-=OX!LNx&2W4L7Dv7ppYZS=C%kzA?UuS73M*8Z@1NZC
z*P`?PI0>q_S{s8w|2X~qxj6qHmXne|kTcNH(!}T=#s5F8M#XF(K*-X@oRsDF<@2xA
z>%Xr~f2(<V7EwzxGav*KKvv>9OaOCxBWEDM$i&GJ2r#j<H*vBy0|8wCj+P(@w6Zob
zu?O1#j3MX{2rz{#^G!@3Pyt|S36XcObO6{xIt7?OR{bE55x~O9#@xu>$r@zj<Ol$p
zgKdEC047Gi<ROwEpo4=Yzzp&a1dw$A897)0Ku?AC6OY?dVQp#S<Uq>G4X|?pJ3{)f
zF$V!jxjCNHgn%Qazf>4QR_2iQzz{8-sHVoC-)KM($kO(gex^p|<`A^_R6uI~`h>PX
zdq)eflY^0sDM00^b8{z4&~IIWfM$@Tw-^L*vOl%_8{s#V>@CeL9RKL<PdcRarz&G7
z5D4f9fIz%o4+*sXt#~pg1bLeRt&Qy80UZ9f4xdE9KnRrO259}uz7QDB1~755|20^y
zkQ)xjNPyn~ZH$fVA$MGVj)Mu<*7f%$>`l#p5F<i1b|Bk0EC2{%gt!>U2J8s1aJ97n
z+5qf<=9Uf+3=K5>*YKJG&Fz6efGx<$;WzUG9N&W-oFMkG1lt1~Eg*G&+&%e;wG#xi
zu>yYMF#Y8bzqR%+KY$GUAN*i@Q)?p!6DQDb`fzapAeDAb5bzHf709K95y<SRhu?`1
z$P3wl5_)n<p{L%2{^FKGPlgowmxTaAzqz207(nD--HSa5i#-X8{Y6;p4=Jf99;qiD
zslV_@{lO#VXaSIa>Q3Q_UEzsc;V<k8zcc(HWeovsmbM^QfWnh^t38RTJ&CIQMO5t%
z8Lg*ERSU4a4FKY=5P%8sCI^7gldREGwb5T>jh?zS`lAWRCLSabjUXZXFEc>K^jBa5
zpM-&b5r%~8@8N6t#AEryWBC^z%RhL45Hr|3bq9W82S2fc|H2Obo#78DQ%h${$ov6*
zGJ?~Spwp9}(_aLg{*Z8es)U3j#0akcBI`X(j{lnA{zSXKZAknZK;eLd$KQ8{{tfM_
z@<u_Hm&+G)T+%&S36G&mr4|!wX5gc2TM)M$AVfv0;qr&4lypVR)=R<d4f3lPvPnKL
z8{4aR+H%2-sDRIf@r+sH3B|}3@`OrwbB}Wr+LkIWiQ!rTw&BG~c((dUfxt3*zwCxV
zE2Qr<hI~U5)13;dX!KfK1H#qvR8-jIUl9+C41vNu9dcAU6QhV6+TFYSx|)=*5AN!v
zX<ITE!&8pLMJb_$l$J%cK-7>mg-LQ;X?5i2-e3}zB3PxD41~NTZx|kKEf8%<zj0N)
zhW(kpF=%$fI7#oF?pbv-as6@GAs+4lAnHyC_O|rK8I^&z>WZw0)H^&gA*-mgAv+0Z
z@w(hdgHwmz8jVU%e?8;ScG@dfLO#j=K9Hab+*_WcWPbTI?qoJ@Nc7v1X=>QAG^i#n
zA(^s(Un(x_+Qy9%4~Ea`OBLeT*C{-!%2m=yd|A2vPzAwS$)v-)>s?d#dr_f|CVf_8
z<K9<FE=gLnSzY5&1>zs2v~QWMd``ZVBv1I*bqHFh)0n$|QpkRNBwGNpm&88AICZaS
z*!;ueMCS7z&&$B6V`5t;M`h7nU?Ybw#^pi3*(J-!C)5|w;6C!msvJ3;f)pVt0qufN
zdV%?Gn0BejFr!_>0r=(T7}PGt1UmcBa$MS)<cq<bBJGp=<ZK=r@vJwWjc;QxP+X#S
z+>YCr?#3eS(w|`vc9I0^ze%K`4qeyKwkg6A-bODv|LPyBJTC!~hTVm7nO*;=QcO$t
zhS&N8p~NAT$R^1zH{BeOSCIWo;2d53<;Sh8nT>OQCuBNaO}1078j~;G+=9$D+<OP`
z^52E?yEMYOI0H_Mo+CdT$d|hJyybQ#lld`9^avFVI5mK*kZ%Z;CjMdR@!Lk*zq>ap
z=YMc-kg81FBoj*OjmEA8Yud}53FjyjCKO(G@{fpJ^&yk&c~X7Od#5Kcn-mPZx<p!0
z3SZ4>t|qAlzS5Uu+4$r`@6(w^7dqB?`rmhLr*Sn((NZ$9D5Y>cU@0n+Wn3Y@i|Fpk
z#ml$gJ$TD9)+1Fcoy>fjwneKJlCgXI<Lv#p5^TyQbOEvUC=ZKQ6#PPp%X7!q0J#d7
zhXeAS)EeJ7`dnM&wR7VFar&1<DGT_YpfozaY!V(D=Pu=32eKRa-0oS+cyZuBo7b{R
zx|`(16b6$94TYb!c+EGLPDdeOO?{^#zmNIOA7juaG+J&Sb(PeQCR>T&$wWR|@rp5h
zPtlud3_0acG)!RAwv&k349Y~i1R<v!<2kxq=N#87dMR=u#wBz(Oun3WG`hsz*<(&E
z-7m|Lo0o&!wb^})NEuMM{o^b}-6dyCi*!-y-0zEQtXn@d-;QF10!$B~E_Z8lON@YD
zTG%}hOrijvp~0gR7N9}Fc4j(Qy6{f}AsjOqh1bCsf(?Qfl<PI4@C({+yAa?xnHMJ}
z<v{i069hZinMAkA!Q4MSkhRr*E^gQY)z!*IHiqfI82OI9SFs|}(Ic!YrlG|y`60T)
z%aZ|oEih<GQsgJ@?+UZlzQSds8yit5(GHi9#QB1)<_t97QC}M~jA&&dbsF%6dl6wc
z)6U>DA$A1z#iXx$jl+4u0Q;8m^wHI{uvmlgn(Vl9aQD~6PT-;K^(CNLGX?o$du&FJ
z3(P$C$a{yJ>Gl<=MjIu&HZlLm59N<`GMSzs3ggzIap3orKL(Ds4l@#U;AE_KVZyp9
z6An(8mT<9OzbCw<YlrgHka_h_9{g*M_}@I3lZpL5dhmb^1mm?l&}~cN)Y1-?c#&F!
zEw1YjVWG&)flP<8cI)pRMum&uV?{o%o!TXGg3mv@m5(U59OR$7W#@1p11Btm2y;Is
z91!zZs~1l=z&)T?izsN&e4Marf6KLw*0O{=-$2J>yovY#&9yEfAutI21F)vhsGgKa
z<TV&<yB$@;$-b<xCRLu`MDzg7E7tGtM8r)m=_pMyF4ZyCfV8)Ib)UUMh%$&ByVDN$
z66amB{_HnNHNb*FoR(Jn7If{4!OqVpAn=#(9Ion7%QXUx>AmqIYGYQWHVPz?uXOtj
z&8JxNjwGq<5u$!9_35dp?UqINenU4IGqv~kDmH%y=fjT?_FC`U6WaZYz2CKhwRBI=
z=Ei`yRCO9)MDN8T-n26(Glj0LfVt65#0s3Nz*cL;(Ur&H49_<)MtOUZ!Xaw@g)9pD
z_qeVy%;e6N3$j7YIrr|kT_IFmuR;6kL1l_UWe+Rvl0x#H9oYiRy;ojxI>$W{AA&k7
zXyrE=<L#w9798!E&hzXSw%kBz#raUe%v-$6sKJ>7Y8Ls5DT%1DeZphrC%)F%XRWJ5
zD|Op9M2gZQd8S56ttm9cZep1u#?KeNiyjqEYlD9>dBm*sKvQa-v!lG1X&}!|%|~Rv
zQN&5JdVOk6z!xg!Uu{l!P%gdYk>^Au5%-vaDjBnvc(+;zLlW}hxkz5t$5)ui_`-GF
zJ@_omnC4N>C<JER@h&$G;uO|4?`APeF9)OCUJceV!VT=YTXYewxTxxYb>w$n=OW;J
zbkP`3fF%vm4ZO(YXl4r(|Dr!FOkicI3nqHa(h(=-WbP_3{z4HMJ+Kr@iU&Y;C)Adq
z2S&VLSOlTfKcAJs`vHu`0fsGKc)f<a7MeyK(Q?*bkqM7(SjB{uP{7E@<6v`_@vKtl
zuVz9rJcmv$@c$GAf9|9GzA4Yf#quAbAYQp6G7S<17uXKPhqU#zuMJ7+melg4b*@$y
zii;7sic6sAWC^ZLcv(%WmQ4JN(XP{WZirtPgeucn)B6*D8E5xL_P^<gldQZnPEa?+
z%g0RrEShQ<@-9i<ZUAZ3F0n?FETZj<1ij+W@H;+mPc(8dG1^dCH61vIM7!!L<vDB{
zb2NjwCP}no>79VY#RP*wbAx<SP_&T_H}^ww0g+Osd#TisU^9{lUA?zA{gJq=HWgRr
z*zACCPTSP7XR-WiuJ6}ixMd$UagPEAUTu6dE&@9@p?20ba0Kkq@(vNgaNbV7T{vd>
z3%k|3nN2ueD#iB!An!1?nq3x9*l;CuYHuX_6^%@8PlBu+)v%q!R!H7v3iQtRex1I%
zN7{IeUPkM~Q(E_`in9#&$5f)ZAVV(;rk9Zc+pBNbnh6L<K5Ca#BeZEW1~B0iZvFIP
zd88#4w#&C0bYXJJ{|NJ_UekpaW^%^d98<B>pYc+g@askbSQ8zWFr{ixEpJci5Ov$M
zWIp6!mbw8KAB;b8A*$7>0oTfyU$LIiCw|hd3d-c?%=6!E_|m90<NZ!;YmU_{g3+dO
zIkcjew&|w^DpYZBZgm1zH(dBl&3YA6P*9(OV!OdJcqnMs(fxmLlV54Ir@8X~J(I`v
zM<$Q-Dbx2~Ov^o`*?y(yAZfWjQgM*9+#jhpNLucXbRGNeX}teNTJCRe5mr{_{}ezT
z8rD$@z34x@+Kk&^Ny9MZlygK0guJ_LwCkQ@RMUo%YGBb>QBG{f&`PDRe^_xfyAF8I
z^U$@I*u+|OaX);RW^lz+1a9-ZxM)H<Q7dkJI1aiwnOZ_yXyW{EXI>n+v6N<gy`l=V
za<3n<&&hHsJExVINzhJ|YE)Y2Ybu=YUWk%SdwxVF_qAGaLHo?As8%B(UkWI8TC7X$
zn$01W@Hr{^+?_3%OD4Aq*!>n0P-#)V%NbTsA9|mRb3U+xt6ea0x9Am_G$a|}@uMGO
zDrF4b_6WdUFCnQyFX0({!M2|aOXz`aL9+2Vm`(j^&q&LZJ`@15P{31FKl@o3i-}6c
zJzo<3Q$skWxBxSim5xkf;#rArd5S-I{I@lNTBdPBr*)VL1)=~wRHM~*8)A%~{LGQP
zKq)z7(mDH)XCG=m#Nm~`B&X*<R4T^Ns>~j@Sy>TtQ`WBe&PByo-vG-ABp%0f(l0$L
z*HuEfc|Rf2dfo7)dUL=k{f>{6;7Yr)S&@P!3GR4SMVpAg9w}vBx$pw$NCM!%8pOOF
zHk?w6!usA<9~{o2Fp_bTlFN}8E<3mO6Ux9s0F&iM04!CUd!!`EXx%QYYS)_|&Feg8
zpcSMNf7{BRTbZ{g(&wKZTf5**g_T;{Wk;qi^<Ij+BT2%osrrt2XS7qL{r({uwUUCI
zt3h7wJxYT8ak*V>sM%E4EnjIqQ%3tbvd`j2iTKvI=W`4VdDRreK=g*0deO}#_~!-M
z%dYDy*FO@-)?U%D&ji(2H!9g}DRtLpjLAi)yoyaKi<dTkR!&1yY^q*9s&;dBuEpFn
zX$#(43L_#b)hzVA)ef6@l+n@{bT&_yGF7fE%V?<gH4fQHCVv6e%!*!78$W@{!b|Rc
z%+`A4Q>nNl6qWh;Q^WFH5_?%G3|HjEBh(N=vH<?GrUX<dQP#NI7yW(R{MAaVC`M3w
zksh<Mu@X&2#Ea217otYgG`2Un2<>$SourX)uCjUR=tW_%6VaVlIu50ksXNGty7Sho
z86fU=PQ-X<_eDN<s_F4srPQOvwQpHIt?laO--?x43~i?S`Gk2)O#gtN>6J~5UFIMX
zPAb6hK?q$_DC8BHaP7bNI5oP4%hS}6Jz)~Rndcy0_#jiqDdL$@zg}h+A{b+5YA7RR
zBECdWnarrcOAG6p&PUTKW%HPZO<c)oRUsP+q`bWc=ZgC@E2w(45M<Zd6vbctfXC6g
z%D4geLJnI98=+c?Ulj%^m|>u(>X?4cV&CAzZoK;8)w@NSs*pUYM<=-bdJY9A{OT6P
zNor@Twz$giDE*sDGu#bR$Tw<(P1anBC=@)3KHkiiZ#x6ErmRe!2~-(-b$v<!SxaJ6
zSopX_;P{FkgKCZru4*^=(N>W9;*>z7kDT&;)u_Ii8W>1#{R>#_7#R<VI~pyS^!=yv
zF?+KLEMY@$;gM2tg4pWm7D-k_5jreI{bLDU^MY6&{k}V{zEN2xTN)KOtU8~`Rf?Bv
zg)Q%R6jH&>NR#+M9N|jDUw}Y#maxEr;jw<--CZC0IolU8^teBl&d3;7mKcwY$F7hR
z?qv#Pjq*)IP|^HGTugyCjnJyMtw%%y22%I6t_`rr_{70^s4FcqD|Jq%6wP-IXC_%z
z4yWZ+R*mnRE*6MsfvqxvOprn*RlY2Md?O`;K^}|br>}R1-!aZt#rdu<9RxHkd^Et}
z2cA(Cd09&|SF1iw3fo8@;V-Y?9%GbZOX4+(Yeiw1D;2*BS*2HoN=0i|3gJ<ZmQVr2
zYbt~22zYbkoWpB#z2B&Zp<K5T?@;4-Zi=MR<{gQ;hKc4SSb$#iGH%;Pct&12vuT<B
zIIHL<Ymon#(<8g^#XNAAI%d3HUx0H9e)j^1XXQql2FI!Au!+vyo_Re<jlX&t+;!%3
zT0qRq2V+re)G;c>+wXX<HaZE@W%W~(^2Eao!4iKFrhkPkd0_qVncVl<Zmo^cIFi|F
zHze=%4(eIqe&rk4314ADQ|f&yH67|~1UFO6A*yftg*{=O?1ZP#n6AJ`whu1UQD39a
z4z(KI$3)=uF;<-b7Lr!tfWS(5`~2kz(%O(y^THcK02Q(^5-%GlG^xCPCHH8+FtWs?
zmYh<E@+ZDmlsXDK9^6_f22{fNwJ6Dc-d%t<j&P>GmrM-03&H#emLwzZAnR~~K`eYu
zU36%izM^E_h2HJ%_5Pb%Ga8G_yU^{#04G~}mnb;<uO2bnAs6N+RcMN>aaU1(n5sJa
z4-1y;<(=WL(VeRT_=xYjI`EpRcOp!;OvMvSV%B%kTq+VV4ymQNhIU+%JEE9cjjeG6
zu1cw)qNwv|Yf9Vd1`31Jk?P&-F8tCQm?Q#;@5xx_MydJu2iO_5*2Ub^@cFwh#h7QA
zieIa6JjSkyT$Q(}ki1?=EYFZ$nN{=`J(c{BrFgq)TKL$ICp>Vl1E*v!z&J7G|A;9u
z66)r>VVH6Y{c}w!P{TAaX0{jnnw#hRAw>Rc!iSI=Y`1Xp@>#*FO`oc5U0Rxe{>RLU
z3xwHg1J9p|IFer*ecInxuVk=Y72XtVkHM&<6vR>4^ouNR9<?@T@D6af##XeU8JWej
zda`B?n_)VHTf?xYha<-O&LZWWCA66v(x%paU4*(~@>mJ)TzUnN!*jRzVD_d&5VvCS
zr>i8c>*wpsxsfkyg>O?56`dZ=@L{*>xUA5lBi^@vwI^6WgXa)O7bi(UVSqi<MkZhp
znOMhi5wAnrw?)QLa2Aa#VZ_{tX;CnfMUw$goW6P?<VvjwPkVICl!!qnQHL%V=X2Is
zc=$%^U<vraBV?5RGR54AQ8pWDD}z0n*wE?BQrD$hbJ_XzCT0E!q8whX%MYQShWtyC
zd2S(Jp*J$GNI!8?(^bO-^ND`O(LUC{dg+j}=%chP^%zB*bLJio9_Ya`3>Z+i{rS+f
zxye%3Of^^Qm)LJ7zhfId{VkHigHo?gqdl;!YVs9B)MzN~=Bv#4?2!e9^}DdEroP}D
z`tKG9pp<W7QkV~SC(|;*Tr4!fvN=XdaA-u`S>39a(K`*Y0{sEl8Rd=ELMjI#Urak=
zsYDzT+g;$HSJVAhM1~!B)OWSfTo}2J)bo@h`}^UI{fKmxO>b+@UMI%I5ifD+qp^7t
z()kWBDc=W)ZAY`rvf+il6JyJ6vF`VQdhb?+?SdOA$uUhvH{*B}sxOR6o4qlbq$a9X
z3Vi2ZYBF>{ew0~&BZDK2IH1)S$@FOa0Q*dPzkW{@UPvu<)&5GOpxM6XbD=mgY-w<y
zJNuci$ta*O-mP%tYdBxeDw#xSl+E*>IOv*L8*q&uJLdX1I1f)($qe8*W347b0+*`r
zlifa`tr$KClApIo)?UE-N02Rrs=KSyT~aJ|0cNPz(UNszb|{vs7x}u4S{YioR?1@K
zl#0bNRNw78xf@n3*OZ|qNvYG+2om-TH<2!EeXBF2eH>{%<?O$W6+-RNTyLSvytg>y
zV@^|u-^s$Ac97=P7Gz28M+>7xsw@&T&9dEy@z%@0nuF)kU_`Fi;mpb-cKHHlT`OG-
z5;N@ov`LfNTv<8zWw?S~nm$Q$8!nMfyX+fHq8O=WRrOo&Nim<+<fZ|(R71A1W>?cY
z_T;86ji|%{`@P6Y<Al%ZRg)eyQiJ<Wqd%+kk9bhK1;0qFlPF_6|9o+9m@DfK3x^%=
zsN^dMok#j3bLrxKRLV?+R9P!!__i`b>!cx?aC%iPQz!l!WiTU>qh_+er+9{?1x&IR
zz30iKx;ALqRBa(0af}}Kg^&5Wp+^{e+7!Rv$VdkDaI!^)Vlp!!ZVgh;D0^eju*0lJ
zG6zmSPu${w&ud2kEN_kgiCtY?Zw@%oU0n)qjt@9lB|F#YIN?3DtbVyfPL%|1m;-|Y
z1jH8tZ*)tx<Y-|wZuc*EA}hn#KMaxYI@h@`G+PhR&2xz#wqCOi>z%rV){)#~^x~zt
z;ZxR`z~s1_*^Lc-uiTN!WE2v5aSs#l7WFa-DU(ppym{mEjlkqQrOh)>T-POsc@z6)
z;wI5ujGqFIlVA@n8<;tKu-y!Dp4ltrcQeQZz*j7k2c4>wk;&}8iWe!dSH6~762qxZ
z0W=(evI9J2iZxt(*xXF-))h%{<@jJt@`j)<NL7oqNxx^UMPiFJPQ$~gSbICc1vDCC
zOiar{JJE$YmIR1uRK1+R#@Y|<Kq??W*;mKfQ-7dooc7YxP%Na|?%v@@!Td$c=*j~J
zxo$etSnEvHVoJpvHE+mx&tFeZejD?uYVo{%ETD-u&p5EFW*geMQEI^4DtfIGQ=*;1
z=u1{}`)O=wizMW6cwdD{GD3&gjfw49kVV9XaiDIo>rK7B?jsTt)PqtE#y`NxKQ|rz
z-{B<ppK$W&{O^AePX3RlJpVWe%0|lk+fmd1288_EK_pgYj{kJp<g<n~c!LAuM}|QM
z;8|W%GM(~CP>$gHs;1eN5$g%O?_Y^tR5DQS^QhAf46wKT*bay{4U$D`fx$@I9*!0n
z?Mg9Ue$;gGyFG5=)Ho5)3zhWv`F&yN{W?8How+pI`r%05JG>inaFRJVao-?D(YOKb
z%pP@ci2C;BkbWUzTc%wxrgYbPe}hI<7CJHA{x`To4^>(8om=JRVUps~6BsO^#=7ES
zm275ggEisOF`x2>jjJCiZwVMxF%G-LaHeulCk+XEeejO0>_`%Yu&IPF8Ijaq>gin-
zR-N?VwDDs3*iRzgijZr{!RbwAe!dc&Z;Ei)O}&y8-+${kU96?CPIX%%NuE6D>tKf&
zYSos)_Q6Uc$jdOFf~W0y*9XS8lQHBDracmo-NFMzW#+EW``%p(Cjc4O2nL3}6O1W_
zH5KDdJL{AO&2t3^PmmDr9}Cd?7C*pClpF12n*%i3f_PYo4=z6<h#+h8!G5BMy1l5}
z3o6rkC7F-xWH__8fApf3{rdftV`O(AW1j>4PvPUBFc!f~k#YDoS7CqCu&&1Pvmnj7
z@8gsGg`dwP2#cZQwc?(QXo$eX%|FhDV0*pK4)qN!;JBTL^QzfknD1in4D+EETUoyF
zy=t>_E4=Yz8hs@0wI%uPDU-@aGY?a=M!fD*`>vncJ(b-$%4lzo<rGP|8MzUgU%wY;
z{cDaD0*p}ZC&iu){m-@q(9Or3{2oZeq3P_T?1-$7Hme^{*Lm`IX|<ju_5Pff+}xF9
z;mJX1G*0P-*Be3tsW&kpklPkT^I-6YuP(aWP}-pQNX$V=v&p6M-|4{4RPSIWtct!E
zLlMw+^Q0Hj@p-!{iyD4YABjEACm%hN8aaFb8d<O2u%H%jbSSA&n@yEd3I!Le^0pu5
zaq-enPUc}DGYp}SHfAGpaes#{Eic({ur|t_x`%f^2mj!6ewpr<Hm6h02-UVZyc;$U
zABj-)##FiB_8u9#%Kfde*Zvzk|98;qZtW3qvIuVjkhvVD(N5h?6a2#{=u}UiqYL%>
z`&XGCuJ^Q%J6+`TXWtC5Vhb^<lTAiDD%(<td@+rt8LRz3I>{1QDr;oSXl9&F4aHhl
zG^$cGIl(p<DYqd!K;e|u8<0p#BA5LJ%V9Dv+<e_+@|$UupD+eh%2$?efYJ5n(M2ao
z^Cq6WzUhnV*`hZ+2`Z95d3LPoL<L_W@gRX7G~aU=c?r%1p)+ITqKYx0rY@CP;-g_X
zsderng|QgZOLV}|e&V7%6{#SeF)1mCn#S_l{6rdxR3we22zmL24oyM#B;R|lv(yMO
z7YJn4zv2iQ0LHc<ro<EgeX+VN_hKg4@lt*gd`u%Kaxij`ayB}l<i_Pt-s#*%I_g}e
zb7TbNjRqLRrQl|xW^UdONGabvH%g_%ct@Z(aBw|dde9bf6Z8U4tfpo468Z9+?V-SV
z&G_@Uj3~Q0_nRHnV}xQKW-~d-tQ%~3=n=PF3uBQ~gnL~~gk517fh>#mG}D%1i8aBC
zcNl_4<IQ4nMfj9ojuEI>Db-&(XBoG8&j+%d-K^ZD`)%WRVrA0VXX(YTR<A&Bmz$5C
zH59<jxoaQom8BGo$4?hX^SeRc!CDcItZ%Pa%{RYiFo>cAWau?|N!jU8Fp?Qzgwkai
zC<>5ch*lBW%@GH~Os{`GDlVXnIy6E@=ufh#p5Zc+mkyPT3*=SG?s~37N80VUM7i*s
zt(n|!@UujGsF}DtrFejvJ6`Ye1pFT!nC*)g(zNG@y3bxjiu%@^G6`NH5BGejz7>^c
zom^l~JZFX)U!95Vx;`Dpd=SY84>ub601AKN+3Px<qO@g%n6-#^EXeDUYwj;tEli7&
zN5cf;>(w4=$WG^)nGM0-)|w#6Zfbb=Bse!yO(&BSj)NAK$~@O|SP#fr*Sl4cVFPbe
zs5{>T>1_){?-Ji9&R^p2TkAX3Sn?T~mKD9rtlwTr4dx6is?w`r75zBY761zS>ToeA
zsgiK3W{+LfgW*QsilEv(7@~*uay2#cxRx>pywAW+2a^f?9FG>dV!aoNWa`yr{B2k$
zRjgz+u%*idX7RgjvNme^hLQ8h6l)9#*Zh%W9qSMhp|o5XM?C?j*d|_efaBQsRZsKR
zx3+PqOUp~$MXARY&4RgAWwnK*$Gum?BLU?07OEOck>3i2A_Q%T8Cm#t5vfDBUF5DK
z(YeI4%fFTScvrSe(=5RGcJUZ9S#D$JEi0hEbF))Z@(VgGdEXSam%^p|fl}ZrUG}@r
zyn<Xj^3NNrIa_wQ<I3&>FU&;H&@M<9eR~mcIFe$U^YbL%w}-^$T2`9&&9yK`(3&45
z)@8*PTO@zo;l2e}dY)moWiaI*ajR8PCZQ16$Ugg`w$<@Qu+@TO@7Wh|1{Q6VG=|+J
z<s}SFllrMO6OWpF_6XW7nPJd-4$d|UOJuE&ZM*&YGdIG$k_K54BLy!?d*h3{p_LVC
zEU)XnxWF|nr){Fl5#{I`k3aAZ<Emb;`tUIIf2!|uE)ORtlcf@qMb-FtZUaW|)RQbx
z_Dk6a*mlg+N|orqe*Q+vh~7cHn+OiA+d+i~+E@IcaPi}QMbDvEy?KAfmEvom@@##V
zMTYFRaJ0M(=jI;Ia^S?)+w3Vh%b?l-NE9GDcvHH!uR-Nup<hECv4%|Lbz~SYw>YLG
zUz*T~NE04#Gc(AfxLwPV)gRj1@YKn!z2Ba@WKZGGi><JH<rIp@FA$=_!*dWHnZ}bJ
zh%$CJ$xI<X$K(P%_GadJZT%FJzM5RrUR9QxPzyQA%Io2^0EC5#7hJm{Z0oR=^K!N!
zcqUY*u%aj$oo<4_g5$vDRiNmr%jO<*Lp3s)VYbF#AK`(^M_2<pT2{1R%}tn?p>f|}
zp#IASS%zRL72IIH<*!1kSzcN7`MDzUd-X*s_tZW)L(oPNg7~i|P}#qFqZ9_bNG&6t
z$VPk>fBjmFzW%wA>z7-U9x*s%L;qsLA9%10;rcK_u&$#p&^UL3t1Q)|hAFtPj4H^!
z15<F&QFV^d!UbM0|7d?7s^iT4+M84Zkp{ZMysYqGMf@JFXVaXP0n_s5Pja#tH&Ia(
zzBN4b#_>v9^3GtsU|RwLQM?p1ba@rO;FKa5bOG>)P&_U=@!s(3AjjGw5x4MQ8oFla
zKngJnbUXp)*Jl1i&zG^MLJ$MFuG)HkI__|(V^B=aAVNcRpMR^u@clf#G6J%P7Ds{|
zg+al&^Il`AZilFh2T?g3qB6=am9da((eP~ccB55zZ1&@Mlml4V;IWEDA>UH9szyy;
zI0P7tYxin~-lFbIi7QH=r$j>gy?EwtftL>YI>DMwlVP_>9wWXP_GxImHx9V$(kN@q
zN3Ej4$G^NT<jDP%J0DmU)#4;mDq>T#G{xX~H*SDz4lDTPF2aC(qpjx{Ri}pG<p<D$
zt^K63?VG^>S6`a#?Ktz4!OcxIV<nB_H<kUkVoBK%WJAqLjw$nR<O|B)xHaedwJ*@L
zC^^bV1bzH!r}F6%h=ut93)`!Qs0WbUSsCuw>@SGZVH2unV_*<kqhl8NJ|%iHK6p<u
zO7(&*lK#AB0%)<(&jKdWE8vKXE24`eh8WuMFd|on$D#jqy7hiEao+@HYjeAmp&J_#
z{-yfMR{q}8x8X@0@?F0U*Yk-*iV0)eG*NEB2d4{?9-%i%AF|{{b{v>c%g;xw1P{$@
zWyVddWOi$PZV@huh_`vxmNyRf7O7e7GCETl{w-eNqiWS{hvHTpBHZKWxnA7oTRB&0
znc0cYg=$cc)NFZT^;jlS%S|D>qFx3nDz6s1y4eEujoxo6BoQx}k;uF;klLXB(8PI1
zSt_#V>{lC%?)*vUr<1JBY9;rrE=uXX0Jz5?w|wEEC7BOA$8aqeOOKY-e&~~zLM)g)
z2jlSO+?!d)6P;`lMpI7~u`o=?=f0f1nT$Ie)AiYvKrc*uLk51<XJBb!u{!tjX2p5N
zQ6+88Q!ARoSknp-pA@~Xvd(YVs?tQzc};51#0qsaaPieEkZbyO$|<FwV@;``UL>nc
zS<5SYJ-lp>tP15B9Z2I19Ps;YhJE#rRIq%s&EvaX6GcK$9p&oGs!*}F37bIs;lVC7
z@NASHe6kb>_PS(0>e~x^7b#FEk*QC-G#v#=5G#6<5dH&H`|~9H|1(tk^_}j&KH?*N
zO3wWkvD&|-{(ejG{Wmb#pC_w-Pm8l~GyTW!i!}7W2leQlW96$d&q_3T6VtiuDm1fh
z-o-$_S91J5gN3YJK(tJ!Q&u?J^!+M5g*DHjFD-}*qbKT)%VGPpYk&JXv-V&l>g}@E
z_uI<>*%5`ep0}41i;F)V52ip}BS*!L)>hJ0#o$4F&w`zl6o#PzW6SNRxII6uBOCD{
zV8y*NYleKmByUwQ%G>dzIGRs!`HXR&g62#c+0bqv%%gNa`L(e(`X*$U^&@qa63MIR
z27CIw=z6z6Q#hBC_{48d!z0C+>({=0lTPfnh}N>!i=T`sGL>flyjYl**Edyn*_wX$
z@pWd2{>)Y7C=m}XQ+b!KHcp*!>Yf2pebtIKKId#>9p65o*O|M35nYoSAN>nsXdSxD
zEfjL<$p*W$2t4XABCU1TFTVT*kq%AkZ%aNb%8t~3<WnS5&wLZz@^Q^?KsbPDAn<!0
z-rMkS*LD6)581rK2k8Q~=5FV={mq!lz9F;oO1cO0-2CktqwQnG4jf#A?aARD#9E%k
z3op=;vE9PvUgTN_m^6)sq~N`xKV}QYi=ygB#;B(|-Wq#N5Z-#8F;RC<7m%BuGO08o
zV5CF?Gjz+F7J0mhZ!pK<HrJ0};@%P1(T01MXWmp5az~So!cb*`!*Z^xC^;k{{l$-N
zW~deej3R~@1*h==t84CjE6SKdgV+6|#bX&Bpq>^B{aJ4jEBtmt@1T2a>yo*=NrQTV
zn^;?UWxaj6=F4G%wCM^eiT&VJ-?sKuq@cZL2zRDN8eCDPgBr$RbFp*67)d6B)lj6p
zSn<{yzSb;w@B!C?l&Wyh6i84W2+>E{w(^Qcg}R;_JS?Bt?Udowd$d;6S74CHvQ4=M
zSKZX9m<u$DqZEV-O3_XYKB{RxFkVox%3nKalbG%q6}}M2hAvh7*#9YO>y8Sq_S00m
zu#Q?OebP65!yzCN=S#Sc84Kin$YMtuD&=Pu^1*ubZ#t%+x@DlGp25y)2v&7`SoMvd
z7zVu(G*P4q{Y004OAB!2Z!C+kG>-dr#FXMoo|&hf4(;;BdoEZvp<^K0=Hk8AiycFa
zIBq2NTF2wckAX|!-?k)5FHx){u=H|4A~Z=xtEg9T-fU^bO=_cfa~_9wqw+EIGuqCv
zmB%^v_C(4wjym7+M-Asw6|wKLu#?FNvUJhfjTmc}-hWFokrBA-y*W3s4?$(kP&nS1
zugx&_iqS4!d}R&o=U!hBJZwT=FDeNA!^b0)%D3J|H=o|Cb0&t9@uuVTR1H=^2)_Re
zlTxEIaN~Mf#<?KR_#ix=XlD<VHx;lPUS9n!n%<cczvjh}4b*+))yt!>=ig52h{to(
zU}?t&WR$$O)crnL=YADe=Y7@x3dI#rnT8cTS9oKs?zefY=vncuzIjcRAsks?rX=hY
zE@mo+MT-UVuHAf?Y{}0k9`D>#tky}FRrOW7gD}&qvzC7TA31DyVY#KEewN*Y(_V<W
z{gi2{nHFvF8JPp-O+gW=e4lcfamDrABi_P(n%0xj#8dJSCz9)tK{UsNbqSykbHnaK
zy2HUBL5Z#=LS6r+xmnvmV1?BqSloBBz@R;xxPMjHsNMxXQ2^51zatfO<#UaO_pig~
zC#=Yz8#l}t<JtYP`<c#ZIbetEz;}K-I0dD#2}@Vk-3F|Ra%35mLtY->)csS--hBx>
z3Kq=cAVQm#p%b~ZT|-+B5KuOvU%}7-S?!=)$C&uq=SfpQBWGA+ETU)H^UNdS<;;}H
z(S|+CUrbfXf`V<)N&zp_%&F~s^mSzB)`wYaOhH|V({JNa296nVq3Tp(AR+*tgVSUd
zKb~pWE-~xNvqbCa?ntJ>YI<GTz7`_vFTaZ1x!Lm~)gbZc5wod-;qefA6QMzxr)3q)
z&_OGX=e**kg*5jqYZul@LRC|NMfTWX+=l<P{INa5%f$wv*LzDPEp8)FGWlgPZ6+O_
z{I&CUCVluWDq1&LOKp-E{JUb=V{^EYF6AvH<3*~8al}MeGW!o^aV?S~o1W{|2$dh^
zRpPmU>ay?m5##l(yP1x$oXY(WV9i}H;F#kQE~}hSZc(z#(5A`1qzzKo%+jETX(mM#
zRrb6yk|^_i#mZ8JY#wrnvJ>l({;Z68_zJGe24zsSfVX>@QAy~Ylv^gSu$p3<kUI!d
zIy%Sal~zOi8xumZM`8YUAh>%)q30ueAqQ0}@AA;kHas>=f)oYjSn04lJhzZjq#I1B
z9`aAVy>Cx9N{lT9b{t<m)|u&0aO$JYkGckz!NTjD)sYI=H(PGDrIZ}1ywCSD-PaFQ
zdGleo<e+Q>j2jsm8|X|WJ^Z$Xw51&LCuRQHzHXhO(arO^LGy97r4(UuoJy?$njYXj
zgVo!GhBX`)*Mrkg&FKa)MkUtdPC=KbNge&{+ob!X_tV@Qap^s_Z}%&!?B(X_>hY4r
z_wsL)&?OfZb|}&O6g$8!gCA$@ogz9Dly!TtRxHbhG&6VaBk?*hN;DqpS2Pow!_YbL
z-9Et&9)0|>b@M2D!81mp4<ki<PvYyIwtL`tRU~P5`BLnwpx2ng8%gmMm2&%rqyrw-
zOYs|b1&=;7>bS<tsvhq^*$v>5rd#+mv5m)9`|H$WEDP65>-ZM@Wc#gP`#55tAN_<`
zABHYgy(4vRinj=*MlQBa2Df(h&Rlej{Oe4rFu{jLPyEB+`!|67N)MN`Gbh?_vW;*e
z1&SKh!fD^ChHK7Ca48E}_GPEy$zX07n`q&uo#mTCk!0K26oW0r#;u#@Z6%3(DNwiT
zUz+mGIP$*f^l8TH^D|IC0iW2$Yu@Em7(~LqqqRrRPC{>pINgFaiTR#-ZR&;~))aM-
z>YNsIFv}r<5b|+ot3H5V8B;9YbHn{}-Z5z%3J%=i7G!}?%BDJam2bR9M8goRYEJG3
zcXb_3Osn&D>_n!J1mid%_|m_jo0p7m=bSIWz)CA@s`9>;I<c&p2-<nol-LpXd(Qd0
zox=dU;}p>2Pu=GAEc<Kx>2n*mx+97gjKl~ETtz#INnE;P%$KH2FocSuc~h;tJ&w<&
zG4!RJiI+A}P%FB*6%=}8fwVFU8AqMU0o{Q3;6M?2VsziU`h1~&tqa~n7xT|mqO$|D
zjzbHgFV{vpIMo)KL_KAUV%^8_zKv0In83T}HoQ*1INdO1PDw*6_h49m+ZUVl($;2J
zV<<}J?&{L+q^#panBybsa8E+V=NQybtl$<AmP%>Ka=%{Oy$X1=%V_gxnN%~jN4)ar
zB}d9S$5a?(cPOt7yQY{u8<B*fGjZpN*M~iD=5%uWS~DhuZJY*$gS0oCbB_`4-kJ`~
zt!J(@u?8hn4GOKX1Wl>peM4WophWykiV2IEV2#y6jfRF2Betph1qFNF_ou=gg4pmU
z)s&BuIuj1re7AI;<Sl~sZTOk&6ed2%2ap~v%-YC!Yv6CxHdW&W$}`5LNcj%OP8#gn
z7~^32&P{y|xotswFzzsFOcG4Gtke}4@1PrMaTp;92J9Yen2M8_^9k;#!Koi3p<_$|
zEwjk&IvqGGUsYI0y%<EfYm}SZ)s#j*xtA3`qXVQT+uI`)jrDeXftw^yV+Q1DTjmT<
zmt~|%;8P(ViXNYx?`_6>-zaKCm3ZL)ZY^NXf+3Q%_q@kfuOVv2P~(|LCw^tF_YN2;
zy3<c1E5u3a-S{o8ylVkMd-8M1A{ozKPyZKIaDk&QP%MiW=1UO?6<_<sy7yxw4Y{Y#
z3<jA+*cia;+0ixcg8EumYA=xQV+-R^0*YTot`aLPN4!u^Mn<V+9tNII(6{2|WbN%F
z!W+0Or)KVcNg0l$iwPMsc$=Cw_EQ59R}k{;fneRIj(>n8e}1|6{{xaR{|QN+k~;rI
zNb-M9AN@Dr$)8_e{ti!AA;%8?!?E3F4H@tv7e?!Y#%XLo^%uODDONm`m(-)f^cdk4
zdjpjE^qU+D69v{Il2(KlCw0Y=`x8{|vHXYGP1E<9rfO#;--b#GNaoPqHb0(jC)Lpd
z-~MnpyGG@0n*G@FxMwnW99We^cy<#1yml`A`E$BeEfy`c=E9U>7wyWC?^+aJ*_I!J
zaFDCGwk(m*bOO<0tuvA(U9I0|Q7b{kSFw~g6x$_@O%ycDy;HZN(dy(_nmwFz*(GU|
zSVH@}&=XQf=Inqcu~fCamblbKh|g{pEB0M)vJUP3V@M<8#s}*k6;pgdlq{d*q~=cv
zE@fcL{f*OfxE^WciwlEZ<sNg$@9%mWEZ7BOYT*JM(W&!YgZjEy)V3yqxCU~2KSo3c
z-ni1_+*E`%QrEr{zvgYdu@2+Ww;2`9a8UClRL(#iFE@Pdb#)KA!PV@ToHtTyfCd({
zGqq(6vt-Z(0UdFXs|Q_)xs=u6k|twpJ&kFKDvc{nw3UIBNex|A18W>+Y%1(y(DNCc
zAKfcclWIErH}iELNWHarzZX{ZMDe6QzJVW;<)_e%9F~!X^<9Tnjj_!hgzwCbD%s5r
z6C>bXPl}8YZU6DUsXm9AcnA?%(DXE3kbVGB06V&-(A0mE!gnCPq}n&vdtE6XDf}zk
zo@&PdpCG*-T<{jAV>gRtu%^D04831K@K)T@trsgbuH@Ar#w%KED(bd864p^x%~{tB
z@>lx{GYvC_)Vc=?-*T2cOE*xRJI^vaA>?m*VIA_iVde%w_t*RZbM<i!i!_6`t<iLp
z%gRdMnzMq#1e}AsN(?H7R({+a^o<<6SCydEnDhXOs@B^LV!-Kp-(TT$UgM&u(ZbT>
zkP);g${BL1EPong-#wbW+R;=<*0Eo?G`Q-Y_Yo?6U`?bo9+_RL>zcL6o?0U-CjRWs
z@~|Qc1p2%v$#*XlEV!@MdG%RjwHg1bUjeGP^U9SQZSLSb)&WpU(<EYlTaZJ*X(q9@
zuGq0@t`V<<g5Y-cXwT3im%G8+`pfBjLenu5O_#Iv+wf;H5f9s`o~8E8)&5$Tr=?m>
zAtl%2T92smz|2#<g@c|KsIDGgY8CT2kMVfj(?XJ?B+8+lNe95rKEBd5qBz`p@Rk@+
zcXwzQ)yTbj$K)<07;{9i>9Fo3%J{CIb(U!jz^$?#*I9mmr%*>sb@icVCxF|=;C^!M
zL(5%Ly*A6>Z76AO@8Vf<UFn`Vldx#3Rdv76m*=AJ@vInNr5Xgc>F{|&myuJG#j`Xu
zZ2f9?RP>IF*5nTh0MG)y>0#6NcKwa7Mu&ts0?oAxs0jDpJ<nRe?BZMP!@^6K*DS-!
zBVId;5pNs<bB0Y19iPusF|MCU(miJep>a}C#+gUjBe<H)kJsPwb}oqa{Ullq<fmHf
z4e>6))2}=U@oM_cimS-Qev46#%Q_pYN3CVIQa$6e@Pa3$a~ZM_#(h%|6o?yVed;m$
zzuG(Rs3?+dfh$SLIY<slbn*-{j091l<ctAy5<$`kLlhK2KqN{MP)Q;Pf`AA}QprJ<
z1q1<+oKZvx$|~a5U_jjc_ITdgciulc=K$T+w{G3KRnuLU)AhS^JC*!ji)7Kx^FVYy
zK6{F;87Hf8`)Z#{wYO7@dhELIdf&=@-v;pDumJEZUnM~!Yb+$ot`JHijw&_AVyiXa
z1J%+J@1lD<2#lxuv?PwC+-J1SY@|z8y4<zc%V(3R-mGwZ#1-bO;TOW#JfKOR)Q&{H
zBuALksgIbyXZ1kvqKNkuR9WY5xXTKb7!RISVkziDNTg~qE`N%IHG?VV%O2gxbv(fP
zV)SAEg5K;t>*2)PNfyjEoo%!Y8P7{&ljnPF-`nJ{u2dYazu}&oo~=$N-96E1b9Y!W
zremZMqG32Z2sv$nC@rmM!%dxj0@upA|G7KatgU`7?xDxLbN7d9OO3fKD97wnsvPRw
z4cR;g+nnObS9G5;A+zE$!M7iaQQKUdqI2LV^`QT_Be$-Q>N)GlWMO=%-zoGi$H4Z{
zx%Bx!X`Oq`YzG5V%KA!o_<PhCkjR(b2-{JI7eyp3naD?&tHr1-Dr%C9#lq!PM)SIb
z&WVhv<tT=MSqLXIRy&be`)=*nr(Dl)oeA=KrjmA5wMkp-j;xOe!3V0Q5$|fM-NBQ_
z{hH-+4eLXw85><5{}j04-u~%$?3{^#DplX>G-GlRKZs!uS3SFH0+)R`PdsT=_b8Z^
zJ7cW>o`nVXa&s*t*F0<Y&Ly1^|0N`2iVwpz&mbLN`NZF>-=r}fR+_2hVXZK134A_#
z$nOco$QENtGA755Q{F20D6!2lh@RNFymP9mW<hD~EX~}hC9Hb#2_}Kopko)NA6J>l
zDaO<?#hQiKpLV?c$gjb8&5vEmJDyP_Wz@x<N2uf-s^E0EaJ)|OC->#Z<mc327tOZW
zwCuR9`(c=eT)^8w+=*6i60LMtr%fn#5wsDk8T-k;m%yJf_dmX)drtN!A1IlAg_`Pd
zYg7n%*3)i<vq-y%GY`s>xRa*Bwf@Zd?9&!YLDEn<tV8G2m|T9ztzw>5dsdKVP(j+E
z38P>G$Uz;r8?JkLhC>Xx>lvfsRp*Q2ugfd1H8U8yzW=~_aq^g@Ami_QG_=7w=lNlV
z(h;jPR{StaXvC_T6@O7iI&zHDOwJ_0zTP1xo-6Sky(~P%Tr<I^vxN_Woqee;6<;-j
zHEYWcSJAs&HIf9k517(YGQ8mIE}~C=KA!#(v<G%xzwt3`mjkcK0b)o$M@YXzohR#3
z>eXR)=!uo+G3gRBLq0vT>W18p2TPW)0WJ?-y>Rlvj>#Op5&51XAG;Wc8BPCyfk)jq
zEDu76D>Q$g&3|6j*NZ#GYp1L1onz?}TDumosN>)&9a>xEA(W%N>+*ZfNL0(1z*-XC
zq4o)HllLL+eLNB;Qwj}54ZLWbQVK1l4ZPHyQpgz>6i2y%-W~F;b;*g}@0EVYTijp2
z(W_JYBm|o?p|0dD?ip85>lbv<q3+6V&PIWWh{gjU>~UVKEt#@H3kA0eTozU&Iwa>y
zWONKWF|9H_zN)^;Svs;X8Shzq8k?1GKqQ!sv8zF9ZU(P@nDRC>H(o}y!V6Rq6L7VL
z1-Y#)iuVww_l$8uRl8IL7xZ^xUp5iCns|=%D5U(=F`Mo^_Y59n?Yqlma!&T@ANF{9
zUCpXRv<MGFVZEH)QG5}bPE|(2K7Hh4j)L3Ak~r|8!(H0O6JiN89YHW*N_xRAtJ@Q*
zkIw5~iH<RK+D%pLd}N7!B8($A_DW;?-Y0I{R-+$P2=N-2wh@sT6JkA>oYm>^aJEpe
z(?MF37OtgnLdjM?$!*_S8_e*Mg0gCpU?6SMIH!ACQHI#ms#;HLoTyt>!m$>n=MO~P
z)@F#|yf>CtGGdQdFDtm|Q}W>k-lWQB27Q4qO4S%<^4D1d^LDd(xK&25PIfEYwH=U)
z3##RtHgb#nSR6&!VQ%~m@ep%rwyFj)7`4A{*M*ZdD`)kleROZ?&kNl$^Mhv3tP8r$
zgrpobArje=-z|5{|K95-GG8=1hQ*$G^4{Oztk*$am0HAyYi{RqowC*~?uB1nRT;6F
zQz@2du^5K#JCUUSP8c#kDJ-2e8%FW_W=5_|*D)t|nY{M@oK$#N73Eo&@^SC`s@_*Z
zNf#`#ShG4it7pl;7u>-#Pwmd>3FEhUEmvr}kDfPhOgH3Mq_5aZEIh@r7z+GVKdjv>
z1>9|DVxxPzwBgL}>UUCb;k&G6UaIoSdUt#_wnkMu)j^jZo~+T?F$qnNS!18);W{t@
z<&wTU*khSrOtK#F0=-+%oU3y)&h2A?;gzm%%xccfI&tRO3ePU?$&yDcDwW=>>@9)g
z{hQd!CksymzYgDP&uv}IZ*Otl-Bsv#w4u5Aot3&WF9+QS?fW=8o3MM#?uwBhdfCDt
zl&+(;Whf}m9<L)00!~r9>2ZCvn%LvH8GFHLVW;>gML;y<7^?dDWwSA8rKp~L4(;cx
zti?)jmyiXm1PIGMtxF4NS$<Gt-`(mE;27Rr#jkG|Dta9!sa1cOW>goU8e<Qf=9KTg
zrNt)SMa&_6GLM%mELv)qdL9{s7i5=}jIx5>ygqRK`K5T1C)jrBX^fPz0$4J|{kl<m
zQMs1!AH{`{h*pJjtU3*5=4X0I!7D*M=}aC^<r9vwnW?&|)fB%^J%tul4nFgURZBCf
zE;L0|vL-=)-Xu=H2@|(0Y$oaPMlx^D`iua`2z8r*+sW=TelAD)^XN#&>R?g*)qw_i
z0(vBv<+W!Yf9a^zJqD9WUDJtcT~@d-)zGK%@^krCn4sEs*+X@2rz<!LGF?+%(46%V
zc!N&oTdt$AeUxhFSpOcA+E)FNr4GST=T>XiUcl-2`%^7W!50<djFF>$da4WUBacVe
z%h=yYTtBA~KFt2^!J!2W){vdgj)bz!a4H;V7g)lS2R02a$Ua~bmU&Qcf9%%lras;3
zn4?6$byr4__1(}N?0HgMe-TP<Arb!<p(K1Ol!R>}9REq+<Ua_I+^}uihG&>OKvw;G
zBn8DnC-%7p+ruTf57M`Ic<8BhS|<ZVwD+0a&E#;_mPK7+KTsO|Cfq;oyx)ggdx{)R
z*4uS2H1+;AFh8;GIeymb(}(r(%9BHNf<sl_AJ>I+U!PxhV+nzl5A%F(Pxp6Hk~y*#
zKF!e@64HN~IxM8$mw8}(uiTXS!%xVhcH1R|E_45oNxD)C>8av~#kclW?Nb7l5Oi@*
zfaT}b(kPzAjONHc4%;lMPpM27zy}TwjuwOrmM`S*;vKmdTru~8Z&-11QkJ@Rj90*?
zS2&vMWcqovidLEf)T{kgT5Lx$&oX97UC3+@)1l3u{e6ha>X~<vDkfE5d=;FUfthIe
z+`lfXUoD;;{FJ*oiKiG9eCngH(wl@=3(QJZvAj!dK0b8NHHVh_zL!rX(Ht@;d-x;_
z?yxi~d7wjETHopvOm~cfe%Uwp&7^KYUgx<<DLxzab%J#sTry{7@rt*>GSS3RD<UrG
zW^al<dM#Jw&9u<l(8G_f?@!d@oZB0DSkST(7a2^=Pm2-9-%+|@*|I<NE@Cw>WjIXK
zc1PVqS(#S@BGBiWf!fE29YyZdXE;)yKlewCr>8F;vE0>Uge%LwNt4CunU{1sYN}Yk
zHCmPA$JJNNpWq);$xpTGsl3<NaTDAOq!Fbtt|ok$$ifmj9Z0(1=pUT_%$1z3t!}=*
z#O-p(%zk)0M-^Nmf3=Hm$}gjX5LDtDN{Neu5^3usM4*ighZ~vcL=I%tx^m0<luyJZ
z%tl|WR6BRGVp;^^a$w!n=G-3#`Kt|UVX1g#MQv>p^B}WDh#s`(C6mYgi8iXBLW7Iv
z02bj+>WD<a<qV@U_!;IWdWILn?wFcd{?Ya<bpHYPtV7J+NL)noZx?8_nU2BK_qPx*
z12lUCev{mpVG~=WuKVOFU!d8u*C6HhqGh&JLKm@Bi{!<@^%J8-tg8<K<xq7JPs@Yv
z`n*xIFYJ38vV-kTqz~^&9~$L3X|-ko_^ox!TZc>uDyHV-SLeB}dEF=q;PFUdCa9mi
zN2QV@7H2l5LHrcD5JivNEo+gP>JF8W%jq-`B?t;%n)twE^w!WB?{ynw$^U*&>Yd25
zQsi-A?aRF^Iv0oV+5MF2up8~Mfv|mA_bN3iI+iW<d0zsZIBBgbHxsOWilvl5uPRn=
zX5PUt)D@)_;#_zzZWp`*$t=6VbB2bsn?+|Xc;-D^KSrIRc>N{T)-cs%FrKQ#E%%Sh
zMwQHK^I^+^sROM;BhWED<q@5zY)#NJy~d1=L$4g_uCI{_ycVtmTn5ST_QaX2DUEqe
zFwQa5KVTN4lh@U1En>T!_ExAav~*$rZ_dtQ$%g_y8j1Bk+o>|2wp;72#2|<@`OwXS
zy;fZ;Es$$>+=Qv_IAhMikM3Tv?%v}h%kSK03`M$Q)7-7y^eommUkUX~*4^m5$vI|f
zU-DumQH5-VVTMJdnr2Eyt%@HCJ}M=_UM83^<|;_v%zgX;9sT9IT&MGAa}PM6nlj3$
z$>T;IOii5qrDvS4Y4B%6T*s%;9SmobIu2Wj;@|`O$*JB7DvS<_4xIIw(WC~CWKfA$
zFY=&ad;lB*FOZpP|B>TBaJ#nOlIPI`ru(8#dr<mx@D_`AVU>39HoICn&D!gCLmBrh
z8P$}bsZ6DZM)75dAl{0;Pa3uE0)`O$lfVg-437>}F#h1K1!{bZWRsT+d!<OInlwKT
z%gdG{L#R9|k$pD?#c=U=Io;=FrC<ep4V_)=Lh-NHQ_7CC@!T#S|8$XrHu&8l_FBG$
z2HK|wIoLCo*Dz7I)6_B*w7dI_hp30q8m+AzV+_b5AyK^jrS&mEYJ_-WvRKk|X9Sov
zX2KHlqQ<<bIA(l3>(CiCj2QhO;$Sw(Mz;|Zkr3sp<;ph3RN4$`C9Bluy~b;DhDYU2
zo|366$`(NDXN0Es-i(AU^(9)a9P7_U&Jq_o+c6EA<A#Rl@H_lnj!eexe7#penb8M}
z0&<IrV%rKMqk`Xc`W}%>bH$I3`!~41@cOXFXZl*>6^0yi-V^zf5F05~6o=1=M5mZ(
zF3neAku{Gz0|M?nl<Kwi_)X{0{K%vovF|hHB6aj4bZ$g8SliWPjN`<(&a0uin?&4>
zz-ecMzL`*GSdWsk>*Xj7xb*zo+aXzNztvS1Ns-dn4Yupu8;hQQ@lf7;v;ND2>c61r
zzL1W;vOT}Cm;MGWw~3bix_{lp9bioZ(D)4m-6q5uqGL~VJH834HWvNLj|QHU#-baq
zz8H&c?jRT4<ktN_mEWXbZ@1A>Pxl)L9D#tNzqIfTo4tj3QdIFG;|LBUiYT6BYwxTi
zzEJr{T-2VZByNGygX)nFlkDuZd|XK;KKiBv9|wX0QCvltLD38A<wSM@Al#x}PL9rQ
zST7}U9Kg3HVS(d~Vu-ltrU=DBNgM%&fzVKxxbg<FToC}SVU5)^zSaZIl*H{Q6fzb9
z@$~crdm_LtuC@@Ef`S4B3WvbqAV31-=Iu<ud4ZhWB)%y5rbmtBMsT$!Q|w)wMK|=~
z@GkBYC2{d>Z1k@N;>h0{a&`l68Ve@4I6=H{WC#olg?!h%p&Tg09tOzh05l!=QHDcd
z2oMwrf}%`eNGueFMZx5ta4Zz6xKaH_$*q>Rbhx;hy0|zhlZiGI2T>Rpi4+BiZuE7t
zV8ezVw0xEQNsS(WE41<c3sVs2pG^5d@@E}iiRr(j<wx1CdK4iW9{$1Oo5T4(7zv=;
ze?1bw1z;o)+eZQ@!~(E#qC0`)s%%dINaY|hK>Bt8!B8ks>CFN_1ng!5b|z6kjxL@!
zTYJ)mQ)Lt(+v@()-5?Ua_k!&1>bN;=i3AAAk>s?2hX;BB+ujo*0c+y|!0IT<I5HWa
z00U4ufb|I2s0i7*^iNv}Oiw+%?}q;6#CLMqZs%qdteOjewgft&t)}emZcoJGU@#&P
zX@daa2pBjBNhA_LI2)7#$VLGUF!S(8r~(|hIgj=9eyqEF5(3w>oq=Qq088_mUMLz5
z$Ker35J{dy03iu*GzbIT_=S;2qu>|}5hG9hruT=sf9t0&Qx&+$05>Yg_dC_M`3g+g
z|HIE#hyQKl7d-H<yMDn*TO$9uYs(kEaP+Uce!)pwBLBK;%NM_J^sl>q!AV;p|L^W%
z*ot)k+O(3mClJZ}RlK*g0eUk809I)mYi4OR>_!*>MM6<9Boww80Z2iiQZkTDDHm61
zU@7-s7Wgt7`F1v!uwPcJKP+KS{M{P%gp3RXSkeEfc?5c^`7Orp*91`j6Z?C@u#L1}
z@+cGnB?{yh+ei`yg>K|2`#G5x27v*<VH=<CNyK0<v^=nVVS5=Ix{<?Zdl?EY|EIbr
z6cmV1x65IW7$BPcsSJ($*%mk)@a|7?a5w@D?10!-7mfsa@~1N3U&wzdgCl{+d3#;7
Z{Etb${*>Sg1|-JXmUIgSlmDJ}>p#SmCn5j<

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-reg.xml
new file mode 100644
index 00000000..6a32444c
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-reg.xml
@@ -0,0 +1,94 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-008-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='362'/>
+         <instruction instr-id='362' subinstr-id='2'/>
+         <instruction instr-id='362' subinstr-id='4'/>
+         <instruction instr-id='362' subinstr-id='6'/>
+         <instruction instr-id='362' subinstr-id='8'/>
+         <instruction instr-id='362' subinstr-id='10'/>
+         <instruction instr-id='362' subinstr-id='12'/>
+         <instruction instr-id='362' subinstr-id='14'/>
+         <instruction instr-id='362' subinstr-id='16'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='396' subinstr-id='2'/>
+         <instruction instr-id='396' subinstr-id='4'/>
+         <instruction instr-id='396' subinstr-id='6'/>
+         <instruction instr-id='431'/>
+         <instruction instr-id='431' subinstr-id='2'/>
+         <instruction instr-id='431' subinstr-id='4'/>
+         <instruction instr-id='431' subinstr-id='6'/>
+         <instruction instr-id='431' subinstr-id='8'/>
+         <instruction instr-id='431' subinstr-id='10'/>
+         <instruction instr-id='431' subinstr-id='12'/>
+         <instruction instr-id='431' subinstr-id='14'/>
+         <instruction instr-id='466'/>
+         <instruction instr-id='466' subinstr-id='2'/>
+         <instruction instr-id='466' subinstr-id='4'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='534'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='562'/>
+         <instruction instr-id='562' subinstr-id='2'/>
+         <instruction instr-id='562' subinstr-id='4'/>
+         <instruction instr-id='562' subinstr-id='6'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='573'/>
+         <instruction instr-id='592'/>
+         <instruction instr-id='596'/>
+         <instruction instr-id='600'/>
+         <instruction instr-id='604'/>
+         <instruction instr-id='623'/>
+         <instruction instr-id='626'/>
+         <instruction instr-id='630'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='653'/>
+         <instruction instr-id='653' subinstr-id='2'/>
+         <instruction instr-id='656'/>
+         <instruction instr-id='660'/>
+         <instruction instr-id='664'/>
+         <instruction instr-id='683'/>
+         <instruction instr-id='686'/>
+         <instruction instr-id='690'/>
+         <instruction instr-id='694'/>
+         <instruction instr-id='713'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='720'/>
+         <instruction instr-id='724'/>
+         <instruction instr-id='742'/>
+         <instruction instr-id='745'/>
+         <instruction instr-id='749'/>
+         <instruction instr-id='753'/>
+         <instruction instr-id='771'/>
+         <instruction instr-id='774'/>
+         <instruction instr-id='780'/>
+         <instruction instr-id='784'/>
+         <instruction instr-id='803'/>
+         <instruction instr-id='806'/>
+         <instruction instr-id='810'/>
+         <instruction instr-id='814'/>
+         <instruction instr-id='833'/>
+         <instruction instr-id='836'/>
+         <instruction instr-id='840'/>
+         <instruction instr-id='844'/>
+         <instruction instr-id='863'/>
+         <instruction instr-id='866'/>
+         <instruction instr-id='870'/>
+         <instruction instr-id='874'/>
+         <instruction instr-id='893'/>
+         <instruction instr-id='893' subinstr-id='2'/>
+         <instruction instr-id='901'/>
+         <instruction instr-id='924'/>
+         <instruction instr-id='924' subinstr-id='2'/>
+         <instruction instr-id='924' subinstr-id='4'/>
+         <instruction instr-id='927'/>
+         <instruction instr-id='931'/>
+         <instruction instr-id='935'/>
+         <bounding-box x1='106' y1='106' x2='470' y2='294'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-str.xml
new file mode 100644
index 00000000..0b50733f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008-str.xml
@@ -0,0 +1,325 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-008-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="106" x2="170" y1="287" y2="294"/>
+                <content>Country/Heading</content>
+                <instruction instr-id="362" subinstr-id="0"/>
+                <instruction instr-id="362" subinstr-id="2"/>
+                <instruction instr-id="362" subinstr-id="4"/>
+                <instruction instr-id="362" subinstr-id="6"/>
+                <instruction instr-id="362" subinstr-id="8"/>
+                <instruction instr-id="362" subinstr-id="10"/>
+                <instruction instr-id="362" subinstr-id="12"/>
+                <instruction instr-id="362" subinstr-id="14"/>
+                <instruction instr-id="362" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="196" x2="283" y1="287" y2="294"/>
+                <content>Cohesion Fund EURbn</content>
+                <instruction instr-id="396" subinstr-id="0"/>
+                <instruction instr-id="396" subinstr-id="2"/>
+                <instruction instr-id="396" subinstr-id="4"/>
+                <instruction instr-id="396" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="294" x2="398" y1="287" y2="294"/>
+                <content>ERDF Convergence EURbn</content>
+                <instruction instr-id="431" subinstr-id="0"/>
+                <instruction instr-id="431" subinstr-id="2"/>
+                <instruction instr-id="431" subinstr-id="4"/>
+                <instruction instr-id="431" subinstr-id="6"/>
+                <instruction instr-id="431" subinstr-id="8"/>
+                <instruction instr-id="431" subinstr-id="10"/>
+                <instruction instr-id="431" subinstr-id="12"/>
+                <instruction instr-id="431" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="413" x2="470" y1="287" y2="294"/>
+                <content>Total EURbn</content>
+                <instruction instr-id="466" subinstr-id="0"/>
+                <instruction instr-id="466" subinstr-id="2"/>
+                <instruction instr-id="466" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="106" x2="135" y1="273" y2="281"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="531" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="196" x2="207" y1="273" y2="281"/>
+                <content>2.3</content>
+                <instruction instr-id="534" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="294" x2="305" y1="273" y2="281"/>
+                <content>3.2</content>
+                <instruction instr-id="538" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="413" x2="424" y1="273" y2="281"/>
+                <content>5.5</content>
+                <instruction instr-id="542" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="106" x2="131" y1="261" y2="269"/>
+                <content>Cyprus</content>
+                <instruction instr-id="562" subinstr-id="0"/>
+                <instruction instr-id="562" subinstr-id="2"/>
+                <instruction instr-id="562" subinstr-id="4"/>
+                <instruction instr-id="562" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="196" x2="212" y1="261" y2="269"/>
+                <content>0.21</content>
+                <instruction instr-id="565" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="294" x2="299" y1="261" y2="269"/>
+                <content>0</content>
+                <instruction instr-id="569" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="413" x2="429" y1="261" y2="269"/>
+                <content>0.21</content>
+                <instruction instr-id="573" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="106" x2="162" y1="248" y2="256"/>
+                <content>Czech Republic</content>
+                <instruction instr-id="592" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="196" x2="207" y1="248" y2="256"/>
+                <content>8.8</content>
+                <instruction instr-id="596" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="294" x2="310" y1="248" y2="256"/>
+                <content>13.4</content>
+                <instruction instr-id="600" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="413" x2="429" y1="248" y2="256"/>
+                <content>22.2</content>
+                <instruction instr-id="604" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="106" x2="132" y1="235" y2="243"/>
+                <content>Estonia</content>
+                <instruction instr-id="623" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="196" x2="207" y1="235" y2="243"/>
+                <content>1.1</content>
+                <instruction instr-id="626" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="294" x2="305" y1="235" y2="243"/>
+                <content>1.9</content>
+                <instruction instr-id="630" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="413" x2="424" y1="235" y2="243"/>
+                <content>3.0</content>
+                <instruction instr-id="634" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="106" x2="136" y1="222" y2="230"/>
+                <content>Hungary</content>
+                <instruction instr-id="653" subinstr-id="0"/>
+                <instruction instr-id="653" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="196" x2="207" y1="222" y2="230"/>
+                <content>8.6</content>
+                <instruction instr-id="656" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="294" x2="310" y1="222" y2="230"/>
+                <content>11.2</content>
+                <instruction instr-id="660" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="413" x2="429" y1="222" y2="230"/>
+                <content>19.8</content>
+                <instruction instr-id="664" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="106" x2="127" y1="210" y2="218"/>
+                <content>Latvia</content>
+                <instruction instr-id="683" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="196" x2="207" y1="210" y2="218"/>
+                <content>1.5</content>
+                <instruction instr-id="686" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="294" x2="305" y1="210" y2="218"/>
+                <content>2.4</content>
+                <instruction instr-id="690" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="413" x2="424" y1="210" y2="218"/>
+                <content>3.9</content>
+                <instruction instr-id="694" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="106" x2="138" y1="197" y2="205"/>
+                <content>Lithuania</content>
+                <instruction instr-id="713" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="196" x2="207" y1="197" y2="205"/>
+                <content>2.3</content>
+                <instruction instr-id="716" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="294" x2="305" y1="197" y2="205"/>
+                <content>3.4</content>
+                <instruction instr-id="720" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="413" x2="424" y1="197" y2="205"/>
+                <content>5.7</content>
+                <instruction instr-id="724" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="106" x2="125" y1="184" y2="192"/>
+                <content>Malta</content>
+                <instruction instr-id="742" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="196" x2="212" y1="184" y2="192"/>
+                <content>0.28</content>
+                <instruction instr-id="745" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="294" x2="310" y1="184" y2="192"/>
+                <content>0.44</content>
+                <instruction instr-id="749" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="413" x2="429" y1="184" y2="192"/>
+                <content>0.72</content>
+                <instruction instr-id="753" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="106" x2="131" y1="171" y2="179"/>
+                <content>Poland</content>
+                <instruction instr-id="771" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="196" x2="205" y1="171" y2="179"/>
+                <content>22</content>
+                <instruction instr-id="774" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="294" x2="303" y1="171" y2="179"/>
+                <content>33</content>
+                <instruction instr-id="780" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="413" x2="422" y1="171" y2="179"/>
+                <content>55</content>
+                <instruction instr-id="784" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="106" x2="138" y1="159" y2="167"/>
+                <content>Romania</content>
+                <instruction instr-id="803" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="196" x2="207" y1="159" y2="167"/>
+                <content>6.5</content>
+                <instruction instr-id="806" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="294" x2="299" y1="159" y2="167"/>
+                <content>9</content>
+                <instruction instr-id="810" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="413" x2="429" y1="159" y2="167"/>
+                <content>15.5</content>
+                <instruction instr-id="814" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="106" x2="136" y1="146" y2="154"/>
+                <content>Slovakia</content>
+                <instruction instr-id="833" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="196" x2="200" y1="146" y2="154"/>
+                <content>4</content>
+                <instruction instr-id="836" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="294" x2="299" y1="146" y2="154"/>
+                <content>6</content>
+                <instruction instr-id="840" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="413" x2="422" y1="146" y2="154"/>
+                <content>10</content>
+                <instruction instr-id="844" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="106" x2="136" y1="133" y2="141"/>
+                <content>Slovenia</content>
+                <instruction instr-id="863" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="196" x2="207" y1="133" y2="141"/>
+                <content>1.4</content>
+                <instruction instr-id="866" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="294" x2="305" y1="133" y2="141"/>
+                <content>1.9</content>
+                <instruction instr-id="870" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="413" x2="424" y1="133" y2="141"/>
+                <content>3.3</content>
+                <instruction instr-id="874" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="106" x2="181" y1="120" y2="128"/>
+                <content>Technical Assistance</content>
+                <instruction instr-id="893" subinstr-id="0"/>
+                <instruction instr-id="893" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="294" x2="310" y1="120" y2="128"/>
+                <content>0.87</content>
+                <instruction instr-id="901" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="106" x2="132" y1="106" y2="114"/>
+                <content>TOTAL</content>
+                <instruction instr-id="924" subinstr-id="0"/>
+                <instruction instr-id="924" subinstr-id="2"/>
+                <instruction instr-id="924" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="196" x2="216" y1="106" y2="114"/>
+                <content>58.99</content>
+                <instruction instr-id="927" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="294" x2="314" y1="106" y2="114"/>
+                <content>86.70</content>
+                <instruction instr-id="931" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="413" x2="437" y1="106" y2="114"/>
+                <content>145.69</content>
+                <instruction instr-id="935" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..533a16c5ff9aa2a2f7e3b019f37bda6120acf179
GIT binary patch
literal 39023
zcmb@t19T_L+b$YRl8Nn1@{4WTns{PPY}=gJwllG9+qP{??33*M-{08>>)vnObyufS
zdi&K=-Fd23hgeofgqog)35s}oXJQ752|x$1(lrG@adAP>%JTyZb<FJyplGeE|7j_>
zSQ`Lng`Mq1<?VIsKc-}4r2zDw)jtyQQUE#{ItC~n9w-A#{lAp4{9CIufDwvT#Khd*
zz!pF&V*a5-$Ux6Z|3el3=a}Wk0DxA=z|lm{;D@LH6s@FzrIEccfPtBv^;4&vy{&<c
z1(fl6T7r{;!U9_0M4OXq_88qXrfVz>o%an5;M*5D3`1~?VW1uuDf6I0J|RRzVBx4N
zZ{XZ)vC<%2e6m7qcrgT7UAmCMLVc0>@9r)x7khj618p12Mi+MXOKzEUG(bc$cr>(N
z2_S%E(oG0gwi#uA(aEY;AaG}I;CvuD)uW<z{_`$AB3f2-*XBXUm(X<>V6m5WgTo`4
z0>5{e=~9JuAfUmYz5C|U91^{c1k%GOc_C+v1o{0$A($e;$+X{Pdu??i)OUYpdY~=I
zjh^b`s`qZE$uA9=)87X<y9GoM>h_BEf?;Y%=LcDZsxXQtjiO$u+n6&1Cc^=R5Y<Do
zl{zD)1|{{v!`UNV*#cSTHPW)}L!((&f7upn%F8pnZnC)oX{M2gv^2FC%W|`2h-Cxu
z$>xoXAKa}uq9GqDlGI`W3N?D8!nCnC${|osQBzmLO2JI_lq-C1eqbd&KO<;^dRS!)
zn!gV`t9bcw45U38Vp?+ouRiJt#8D3daC(PN-Ny$a6813bxaxB;-gXH_|N6rsES!;%
zF}x8cA-XZE<HU>O1=iz=oAAo9BQfxNIM@Ix_KUsEnhLo%xd0D0cl^-yB<wp^?>pON
z#kC67VDR20JC~eLq498IE1O)4i+Q<sYIm-k%X?AqJKd>_TAEoj*=;5e^YB-(wJea`
z10L@j1Yjf=+11;P=Y2nTu<caze2yx%`%JLc=W^@dhv@O}XPg5h3`rx%N6b*OZ8OM8
zZy+LI)Im_xEMR*dd^%92PBb<U)=H2EA8iD<c@VT9h#_xy27a1F7$`o(MX)>H@3NrB
z{Dj89q<j!;ur%Hyn;eah=iU(7U&8zjw82|}uMxiJ;4=vM?BXkmK{I%d0>Jg*oA`NT
z0Vr_7f;I^7NCHihXoX)X{3){43K5^sIKVW$%LPCuxs6d$d_Dcwd%jBg7F9Bo!eaNp
zEJEG|_-!#;<D`KfbUt26H-eP=MRuKCf<17!L*V*k_SAgk3;GHxCkTTGzU}*fk0?gf
zEy@D$7i0esSPRe;qqT*`<j;?GB7+I>&B=w4t0$9D_!{E>UC@FLHJ3t8RPL-0cb0mV
z%oO|<Qc8p}8+MY#nD&Ok9)|;2)0;+=HEU%uanfmW=a3ZxCLmy{OGSr^ek<wAD2F8d
zK2ScY9WJ9cX3wZ@m5NI#@I2f}pn)#fBFL%dDg7z?DZmlu8BMgeXnWN9yzwgzd}1Kw
z0Q1)PHn<IPqf0A_7POV$eNWBR(gTt^cRREfC~rh2sTi{TSI1x40w6k!*}jtkjY7_1
z&cZ}UbHVeyKm>`6!7BV*(yanG#O;JbQ8(f=d15h9wXycU>@(~mZ$czV%woR{A?gFW
zkTylTN53S!DESiT5N#26B`lK35l_+3lU)fQ(H0RO5j80>h*oR-$=ih;G9hn`tB(ss
zkvH{Ih@T}d(kW6k38^ir&9tw!ud<K5Q9KgIEDfs<ONCJ<`MF;?Dx6FYB`}rMD60}j
z9p^esJj{kFIG61zhg>K;YgPC<i>ZpaWKf-5ty-;EZKN-1{8cJ-Usxh1eo}fe!1yAO
zjMhf2TeVtGd?coe*v>Y@Ho_LCNuWuoiPQFC@92-^pWr_&dz`y?<XI>;s30f|sBjb-
zKa!O4D3&RzQJ_&}$kvs8<8R_Y;^)b~DILqFC@RU_$x17(SGdc$sQKq_7sh1$$hTE8
z_#U5QS~09hEze!>6h<TAltVg2dB}Z($xO^F!<?;Frq;3C+8p5;<eK4H@<a&h3ob~g
zlq;F5t|ua|IHSy{T%&s3j;0lwjapGBQ=)7ptuD$b>6Ypkc$XKE7Lh0&Azd>rs99a^
zXPIJ|er~}XhAT)bcj3J*<)N}6z^m2q{XGEKT-&6RnN6Fn5~Xd{mE6i?ZCXb#COcLq
zK&NJ_5OHj9fNY|$=g_|@-{#kq<&M^l3<(;EILR#uyrhAoa?*aXWAdA6zEwX%2}6s8
zG>a4KhVi<|n{9Fz!+5pd$hn#<l{<C4s=c~<ZEf|gdcBIYs)?Ggx}rKPV<C)}2>nh7
z^YZeNYwoSdi4#i#3rH$5OUEMCGRZQ_k~GbN>bR;_hx@4XT7-$R8LO^LLu5U#KJRwc
zey4q*o%43#)}W)gb(;0G-FIt_{hRKk-sFqbeXaxDo$B?yR?6+;Ew#ht3z8kQZKb2T
zMa?zt@wO$8{+@2V^Z^%{+Jc4y%LyG?1KI@T+=Wr764Vpr8|T<ozgEh&%!kA0OOIxE
zoek7>H+Q`9S+ybcr7eh;)|a~n?mr7xGS}}sK**bTvZ$9#lT381m8?NXD5$e2HzbSf
zjYJRpL6$*ud7KIiOboU3_B5l+rA+4f@mIySCFOyXzwCNA2`dq^5n&N)O4gJvG`Vq2
z5LFS_YekHt=2J?{Q0Ga?xRHr5`@%Rd!z18AEkoWqZ}jHrjr3Y|i}eguXi7aw56nd!
zG2KG+2FUj$dzbqX`lb7q`p$w=L!5$WBQy7#ttp#mk-3mfk@k^Zks^s`i2RA`NOod!
zV`Z-Nor7C5P~ziC<9rnSW_@R)nNn-pOc>p*JOw%8+DY2v`A}aaZy_E0)%|lZ?=TfH
ztr!IvWemlQuBxA^Z)=?NWp*16+}q&lBI?RHm8qTV&JSG+ZtJkKVCk`&SxwDHH`v;T
z^k$~UevJjEdJQrTQI5H_5t~aWx7)tuzf_gss;5E|K|O%=te7{<nTuK+SYB-CwClY`
z$oQXjn+cN$?+N3DsP-+iGrSgWm-wewaXw2>Nx+?VpKhOFEuU3B8yDG|NFOcYZg8I&
z+*Eg0FSzC2X;J@F(yEE9lxeie>n_N#>)3zOeCAc?S6(l&EjKMwDqff4cJlVnzRcR`
zO2FDn$w|2nYz#b~cb%<YFj<Jl>&F>qd#UBAZNE3`UkHbVf)$3vi@b~o!-3^mo-v+V
zT+EwQn1*46PA!NK#%*~FKVeO$4xp|ptDVo;*=)RgsIkiJ_{Op2k@HNnqd(%LwxQS{
zw+ywCeRq179PtnlJ$^avBTp&q;I!me=V5j88a-oLP%=K4LC!A0mg?oWr7_;LbX{~%
zK-;T{aT0OtX>Bvtx55p~{hHWHtJ!qw`KVhVf6+wgs4V@nuF3TnYe#LsVdUh@1I@#N
zSLJ1L-fC&Xv*%dkK<Xq_6LbV(9F7A<t8vfu<c~$g%ECoyD<d5WgS``*t@AF;^Z9OD
zo*V6j(Q2kw<q`gq&K6;j=w4(z?!s%~z1~UC-e9ua!c;pczYK0zRe#2N+}ljx)l0!{
z!5(rka(Jv^Y(c?lfhCXntNDw|@%7`8Z{}~Wa?kAN?UtW7UPq~_%#3d_@3vbD+sc0`
zB3iZXn%(BT?ygdIS+DK<t@bu>JqDZ?o_S7Rd)@aTP6I<CUGZ9YT)bQxqgpF3Q-MH%
z?tfiBe-hBY`6A%IxG3{~xTrd<xS*hbj-7!%;FF&I(EKk6w*Q5#>R1>6$ixhE^bKr9
ztgJo=DmfJG-y~Q@P!x(*(N4$6;BUGt`_U3MH?T0UwEqu(cF?u|i!O_ad@@&B!4KwY
zZ)GcPX=wGgz<&k+WN+_4{6Km@wm?=ux<EQW_CNq2Ss)=G5g@6Lo*9tA#|!|79f$^q
z?xQyRkoxQ^|5fXM_#^+1A%0tXCo5aCPiuew{KLRm{~gnZ<92}0D1ZFVP^5%D@AyZY
zp6=iBB3736(w}*tRWPwIu#+}$`e9|EV<{^yrSM_f-oQc$z{c=F-|h51LuX_E*baQ~
zdLugkBhyFg<7Q<86C-1L023V@6s?Nb-yM3o&)(;(h>nGcxeI{oFXey_?SQ}3f5i1U
zEC0dw?e&ZSw9;0#7CPooA6tXJ?NBq&vp~^`+v}K{=<!<`nHvE9qfbD<${C<e&CJ3E
zpk}0F1u%SA0(_Wb)%+*iPraXNY)z~`@b~~m$NJx1{VNgd|IUM?j-9=rv5qZ(nH7rm
zbLo8Q`M)RSA3zjr9SlBK%ipp5Pn#e9{GESg6McJQJAgU^^XI_-)5ZJ|#ebuG1SxF!
zv7a)rGy>2nn^^K&+L`<_@bCCPJTkHUPdtqO%WjRH;om`j#`rh*{I(`K=G1>D{9nj3
z)3C98?CAc3K06)rhvvV~Xa9ib^X~s1`hRKvZ(#nhxc-efHT|c(4=ewmPS5&*Is@}Z
zg4q}V?Cfm+A3&$4|91lZ3w3%XwtvI^f28C89rMq`emrykg*ofzL-_COW9tO?ET3Zx
zAG4qB&-$}4Gqe1+%0Kdd>;1fo4#2{~`d49PU;uoUzxp3xvVQ3O?Ej_zV|{&IY=7DR
zocWZZ`(NchWa$9xOrOUD|NHe{{(Y{~|M>cEzZpL5e3Z{M{8@k6`A6=b`ZM0Y=KqQJ
zL-y0Zf3N%h-R@`q^JVgXIP~|(KW6`v+W#LOkAMDx{B=h1e?7?f=g5MQo&Mv=_`65{
z@it^&X8C-}{?8)}S4ekx#k=>Wdus8TTJhyPlN1tKSXhZe5U^(1BTzL2GlM`hatjk^
z{}3v$FG6BVPzG~|UqqH>b&#bbx@4^jM+SrZ4ztD^!wUVL6{hgE$(SC~pJNE<-rh1d
z-V+n;CN#&}?pN(P4pyJ1L4bj{AH4nK2nX`-+bS=kvw<QMRXDRvmG;t{xGzwFsO~|d
z;7icP6LC*(h49Ru5%^R%EyizD;q7@J2)$Lp4c>2_(PUOOWaWcjt6taVms5t1(Hk0-
zKuXsmJiuplg>T5_)Pb7WsGLgDnZ2U7*71rf(_piPTC5xu_x2X*+JF+wyRPz7<3snq
zUc{;{dLa%=+$)b42jgZ;15IAS0Np>OE!|$rS-misYoFQe&yA{HPPd!^B|HKhV`Rf3
zMVWVdifwXhgMIbzxgp-^!px>s<=nY3JN>4O(hZN}O{fo!<1=%K)D+g1;fFj4<rUye
z<~^W8&IJ_?=q4&vh0wc1tbCJ;K``~VUkrUZ^|vGAL`>kvRtaLhL8S_uTLn9<!=g@y
z@zX&W4G7;op9D#QL4S;o0(0tlr3-uzAkLP`78Q``nz8nMwkt%g)%K%sANOxZeZzf1
z_)#^Wv<QqoL?}1F*RSeM_V{JgFI@vuMqoy;BMY3y8OUKX8)H1$@wjiwY!h0SSfVML
zZ8#R+>ku`rS`c%#TiTfLb;$Y{i6k&Y@SxMzj;dSEi4PiQfE0+f^I3>g1CATD83u9^
zTV&H!Z3}jK9E=m&_tBUYxNH{Lw$gy*1#!GHwO2|juLdlAQaQ?>IJ*HK?y1vx){*z_
zCGABhajPcHEglaI3uMYTF)+DqOXd=?D%zeQMly^0$h<i;6~Z*F3Z7?<4)m<;o9KIx
z^N>w(?m-jjW6ujSJ^6zT8J1HoXh$IFrf|+c{P(<!Qou!w*K~Gm+FOR_F!wOt?t5`@
zucC~PY9%6Ek4&#n^^mdc$HrSioX{od6mT$@x+}qv6p`z2!&#n?I?~n&-(^JgbD{!e
z{_9B}tsilhvac1G7t}3mna@;EAo#2&<!N_(y7%=ZE)V*aJOKiAaK9)44MPT3&;&zu
z^eG|4ApdkoO{+K$@y}?y!N^@KFn6I8F-;~+Jl1qkysXISfg>09^}P2SUb`y|hJ(E)
zI~NUdR_r>{-TF<tu;*V5R|k&>%S{!PQj63$2yoD}kcq<Srv6y7UQKWMMit|cz6cuF
zt7zts^#MG<jOW>~Wt+daX4{c6lN&cy5Nsy8z;Xmvmc(cof>y&5$VnN8G^)Q+H-(%M
z$xt@)N=RqNzlpR9rr*w%AEt>s&*0k=@yHv)rb{$TiW*aTB))YQu~DP<BsXcTT9=2F
zZ0*~HHd&-)K11KbpUa<9IDN}RsMtz(XSmpEd$Dd$``LN1-Lct$KmuI>of(W}lh7yv
z6SPqRUI<<!QY2C`tdOcWplDS>iI7g)L+^}h`4kn|1YRD+37%?9lF7G`Wd+C>$xfln
z4^nXTF8vK3t+XtqLIjrwI>c?Ae4kbJ^LNXUB1aS@iLgG^Xr4!RZm`V@zP`)L$YfV$
zcU_wgAuW=FKIW_REI%}Gil5zE@W^J{>d7UKQ*_}&+a+)X{#Bme`GE*Nl-4E$B=P1p
zZlF<9(=I-n2sHh&ro0s&&W0eIjs}M4Q;e4#{^lWfP!833W+l?`;YK#-t1~s1Nb%!Q
zB_zYpj|Y%9Z>=f$#-FFeDMM!V;2T1E;*_#)fO48Zd%`pXh!Qc(2KkqWb_nQAt_q*X
zMkCqh>l@Ybqz<Yu{JKM6_%5s@Y*X((0mye{hHq>Pz&{=$>6@wdp8nA6j?foN_9r>w
zw6(zQbZVDln3V>lwIHJJ&<mXQ8gceR;vzDEdbksaRIz3$;)sIMX$FyCH~>8?>~;C=
zz3@Bj!j6s&jUR8&)>vhR-PF#muWNC;+27~c+mW^q6%Y<(7)w<4tB=}Lk>ui&s8!6E
z=FC#aZL)vQa>{m7@!!2ycyNh)9_N%-UD6Cjjb~L<cpxstax4k^SuER|r%r4Tm*$w7
zhm#OzC5Ge|2jNoG_FJG~msfc+0YrcL5NXtk$~y7;8yxY^(%l9!7w&ycno|I(ni(_^
zZ&4J~YY*By3#t;zruCTGnC$%|mXxWL@w_p8NnaZ8I(I>GFFe8bfPVCS7J1ndIr5G%
zP1!>kYjir;7me>a26bMuhcVs0LWw0zbq$#?WwtW6er`d${Ut%2vIbZkY_k<V@}mta
z=Q>@Bnw;Eb0zQtum7E>s&X0$Oh&{`z<HmGuwp+p89*7f5JJ4*bXC`C%Q`M21@&!&{
zf>Bdbu!!F?rifV^npM=)LiDtMrZAM|m|#e^0f(zFDRnO$9#13js)oydHzzh%+`64>
zgjSX6lN`d^!`&{oNKy4s*E9Rmlhjv^mMX=A_=I8Z|6`^RsbM5D^N^;Ds*-hpe<rC<
z6j`5qYd&FieGFW0v2tvRJ~~X=%PxOkBsE69SGC-D6m|qDKicgJNH?vbc%gVO_CnlP
zOp3X2@vsQ}OB~YaUPb@6<gG|7wJH5UgWJ-MpJMclzw_~c5jW2t7Rs38qp|4wE(t5C
zdWK*Nb=;KKFK(aQZgmmlVEed*zd?}iy%n{ggBPxF4*>85ue-=<EeuR7IZ`(Ebg^4`
z06hv+4<5M^-3E~PB=z2D=hU||Q1jF4bGo<_YVMlUtj)@eh(l$aG(m<P%XT~1dX>Fs
z^ZQT1d+$>k$d<HNCp1{xMM4zj#X*bp#;er7t=;az>&3?LIBS1N<VE91?Zzp6+1thL
zE|tx>z9xS_MU_>CP%stx{X;NM$5XH`eXCYs$M%($6HFjcmDc}tnK~z*cfrlfWs`bO
zeRhV~rjQPoMtFyWnc2kBM6l4G6bDf!$QeU<J0{>shs)Iv$`dsE&RpbouqUPzOB^KN
zty?jAo7y)x+MV1JgG1g8zK3sNmT8n4)~wjL80MF|{8~)cn!Rtk&`;A8d6g-!G`>O$
zj~uVXfFHGr)I(ARZpBzAtq=jlD}L-<lD8Len(aq|tfA2qj&H()GVkE>53Y2C;j+YC
zpxs}{@WbhXaeaS>H4;TV8foJW<97ei-nA&D9gY-j4vGt80v<vuq7*3>!WtPSbMw9J
zqu;NzLD7Pbos~|ami+3l?Y{Dhkq*`begFRI{THY%+-Ub7`Naz+_^3Yp$_bV$1oMHX
zfvPsB6Gwd7u0L9%GX0*I(e81kgzbU=QKYJN(uf+K>h<&0P&)4lcn@DQ@;>?t0X09n
zFaaKzqOS(J(eV7HL`K@w?8wW3XM;M#;~Rs=(NF|0(l|!U^#^(#mMU7oF4)KT1d;r<
z__tXTd~o4@@`E!rugE<oA{?M~=3}h$zn(<xpJbp;RO}hI(r5uqCenwDyK<~Yj+|w!
z;Ud<_n}S+_aY0Ne8GfoSYkZShoWCZ#_42^A9iP4)!L?(ZcQNpD4?vYw#>Pj7pccbB
z{E6(rJ%`fQTS2nHE(hJ9Sqcx+^0$AY6+@NRX5TIW8nEJ9_Sf?)+RVo4-+D0_WPF@J
zfhpr(_O|m_Fd#L=refV}kLYSDFTo6e?^4OzYNX}KdrsnE^WvysUvXl<PwF`hV2H)k
z@n{ujbPN!m54;_y`a!_9dQTbXK~{r!_C#-sJ2Yy4NC0Mp*j=w|llFxOksOj7_J}dh
zL(D;}No<1fwzCQNU=O90zz~B4)g8d{i_utcR;tU~8MY<v73O(#eNe?5H}L^xR(P<l
zU;nL}F0`4+DSXU5L?=I#@}XR>k#wWRfnjBJ^U&>ul`icl>j9u!63W;in4ZjQp1Y$%
z{U<$WCmyCovV&&)w7W8Y@rwsR_qC;(S->{o;MMKMx2~sQnstLv>{hglZhFezA`JPv
z&h!`e##lFu{6C4=-Y1YI0^svouCnto9X|BOj)T2zIKg}08m`X56fUBY1vtyE>6Wj*
zIfGbmBzgssTwfsYv*A2_2l|s@okS!5=e^5{bQ;%EFKuef;=SYc9X;m)Dv;g~7tVva
z6&Y&F6<3ER`zb&lAg+mXq8{Zg);6nEt*I#rQhcS209+0j+cy|Q)gRnmvGE$kIG94O
z^lZI^OxtJa=6Fk=bnAuSd4emIOU{n5>`4l+n{v`2CS>9H!_K;Oh&H+w@tbDde_@3^
z^bt{#Jv#Kz%S!0*$FFjN*C006m|q8jx>u^~cyuC!Wsp0}HzTm_?cg$mKR5g*R;<;W
zuz4IBcK$e)r%_{Uw7j6)sw~ubqT#8A>CwmZv7;F^?^+$O-dg1ZA`DQ$W%`LDc1TAc
zg#OGFamU-CJHPLh6~jSWrmYWvv(BFcuA<$4k0APWx6_Qi#wITz&^73?TysJNyWm%U
zf`iJSqePU!{ku06Z&Pj$Cq3&BotOt=#NVv(0s|D)<6g)e;Vjs7;R@CGI=vEjA-a<}
zhgX+-THg@afEK9qR72Z{paJ!4bUY`#GUgfR0=m?S1S9^M0FNZ+yn@`pIiF$t_*ZbH
z%nSI_pB?)7dO_wD%6hnb_!YNXkjauU4AONUo(GyXWja6by*o0ND4h;p==laX?<E06
zFpAz&ZnB>Km6Dt2E|jVP`4H;3H)nL62i^KkdSS*expU-=PD>pwNg=%Dl0RKqHe63>
zm~fjIGI||XlIW*K^5Z9E*0fIxYGG1l^!whv@8a2Jt2!DJ1Ysv)Y48^I7^S}O7Agg$
zZQk$$iz55HtN536VL|Hja5c}pO2*r5vSjmJBBd*2+G)Km3wmo5HybcFYYvMWn87RF
zb`?FY^Q@U`28-W(9z(wes7w{Cg7QuItjSw@o>MN4tbv&!4*1QfPr;SoqfV?yP}P4q
z3>9rjPRs5RamA{LmX@4}{u3=i5Km|!f^=k(vijqU33h%u)*8)?!vxy>_a$#95Az^n
zdbQDEP<wSRlFa$Hq#pf-+7&^AiTZCU`oTssgh_hAMswh!RlPNNz;;wus|^SrzZE8W
zaU{56hv^59CI)SidWiU(xHrmL7|ry*MS~AaLQMAH0b!b;Aj#lq!@rC&u6b@umn1Us
zISsF8w57GPY;y{`>jhciUCkkEFl?Iv+PSt<1>Ci^YmhVj9`v_4#jB@KcnBKSe~d<#
z^*SXyL?Ha+zH$ko^?zta%oM8L1#+kh8&puq?v8-NomSp*f;q<a<7l4Dp;3wG#UIzS
z#wE{-(?^Mk>FI`q>yM4R8-`Duv3(xLbtm<}<ZKUHxn$4~+P3l23V_PH7Q^Y)PKi{A
zn2osk_T#I#(2>4^dreHgc1lFt$7n6i5hszH+yN&MR1F~oPXSp1uAD0o<y7L84sTF%
zp@cNUBCJ+V`l=ykuuW8SM3kSQPoJ+b1Lj;m&=lUg`1?iX4FWS;h-FSHJ|wHI#4jt$
zNA@91z=}E-X}aIoF1__-5JwCsZj3J%_Hn$eS7iz21%#t3hRX)p^OsY!neC%9bHb_8
z1)GD3JBjg%Q{a##+B4F0uUHT+6PtEF=D<kKjrt0^_5@s6y)kkbZ-7}W$`taQ`9X9|
zh%qS3skse}-f81C{<F1Fx~54XB&%f6Kn%_f&Q9`fEAjwkrHsSyE!)10QM*S7BQ4cj
z<}LgAC?9I;mN~6LeSv23?3pY$P9`d#&em#<MKRbk&(yoPqPSuBw{3BZLU1u#ow$Xp
zXo-VqxLO(7Tx&`(|2Oon9#n2uyFP4Fofw=-UoXF}^QnGcvMR-Z3rgwM+>G1{F`in)
z&l}v(0uz=eexIv42b$V!socaBc*!Rq!(#2tJfnsx6wrH7T_@-;ooyo?`(;kir^c&^
z4R|2H2H-2zaYVl!+k<?iFJDg@bdH?EmXPQ&RZX%QV})hdhoO83&m)L&^?FsY8X|pc
zKn<t9!uw8fdvA~|`@<yq-Rab*2zeL6wyARS%VS2>bPVz;;E&)IhSCHq1sOFpR1{<g
zj@YhSoM5ke#bD7l06lxuY((Yic%=r^ooJI~Shj`&N*<Xlxtv@Gj!cq<okv5r@4n?4
zO0qNLF>3OY^O0e44LMnCOwOQ+yR}j@yV(^z<~u;R*HRQQP!kcKrIM1sQCD7w<b@&z
z7g5zoP(PgkS=2MWD$w8t&uQq8R|NCo{Z5{-_k>s!B0)*YkoQQj5!x(@;^hQ=UhTEL
zC}vhe5$myRLY}^^IN@p-%d4m*zw_rFO;iem^jrA;P^n8+OBN;xdIY6O2Gs&eEleB)
zS~Df|_eeOrIogwiruns`l8wR*409ChQoK|%=Xon8qpJNa^KvQ{WwcbYMlOwHXq2!>
z3KONCsOjw3o)@w?Q-liC;PPpFw4OA6C})V~(h;N;X8;7>3H9yCs^E(&(R>^Sn**Jh
zK&GzL)Tz^oSggYmpRz7CJAw&=cHI>Bm)2|aSy~{otuWuq23%ehW-nkyXSUn<cNsi$
z%A1jRu-j|kke9Z8w8v{vnGeH7mG!>VLzydz1#@WN0%u#pOr@g+@i<O`QFD7$&4q<Q
zn_lPdzF+Z%TRTN%aEYt^MgyOIj9-vpiPEElg}(63gSW)*WVfTBtH`LdZq3I~dn+U8
zkggN@5CyQ`qe<qH)bZ63$SgsO31VBleJggpd#&LIC%4yZM8J_^Q1lZEg{ger-q7D0
zAkTTRL4w%l0~1suZz3uNu@A(72Js384G-xM0`OBqC6YOX+;vfo!Nq_pRcx7R8Le{%
zP`dP`yF^90^f*X9={JVa=s}TSAa6DI*8NNbYXnDXztPs#_afY&s@<}eqpMn?`EqDi
zEt*dH1A%#Yp{Y;<KXt;-oIcUoCGPvLs0C&$3qP|9M;K)`RaLF3>>lf*9|ylB0<7?P
zI~FG&*#k;)L2`mI{=m5W_F&Lu*UOLIc`{1r7;Ij=7`oo&p$S0&m(hABe>iNiGp~aG
zH6GI951r-jEcWX>N?f7ZP@)?RyG(Hf33;iFs6Pe4sE$Mhd5j*io=0njyct_r3zVZ-
zecrbI*Ov$)wK8&Ul{Vy)nZxr0l(JWpHAt;mW4z{T<3EhA!b&W9?BIc6G1h|UH>qsF
zOXa0I-vhTONTN2Tmb#cGL>aU*Fr?Vo!?0#r;W4$2Vs*YXtKbSUxN)>f55_&Qi5ElI
z9j(z76wpft9gIoq&T7*rg*R!5b6;vW>P)w|r64n`CJ7;@$Etjhgi(t{-d0HBL#Gf|
z&i9GyyTguJTF{L^UK_%Vp-S1IO7?)bxj5JoBf)<cTmfyVXa45qId*Iq!&qxS9R)%}
z^B8@S88zX^9RM4?7&SrxEkSw}oAGcdQ?R1t7XM=McELJ7vC&lYmgq`<e2_VquZdR~
zz_=U#*s(#E$qc}i5Ws_6v&l@G#0HPz+~uXEpQsrP{TWkF<Pp9HfAkJ?Tc1ZtZLj$>
z3~c|~BR;fVO-$JRcc|KEwE>BBAkKxlaa$WtFiqu{L>}}eKeR>2&tx(9l+3!x_z03<
z789lAqm${9wIlWsiQw9?J5!u=`m8YlquvGm=@fege7iqD98`8Ov1sZ6MAI<p5wWgF
zE#fFY<i8b}V8IfpQHdK4=|<<VNSUUI#2z1+0A5`=Y}qZgQ;6>4LKfMp+;p36RM->x
zJ(FsezLx@Xh}V<C*p9}=i2ZPMoFI3*5$Y(IKoJ*KV654<j0EJBf+BhyeHX=K82#z{
zBJu6<Tlkd8y0K6I1xE#a3cX-P%uy`=@Y^*gVg|u>yTkp>1uI~r=Z66$7z2P(OF?y8
z5tqUH?6>;Tg0n#H;G6Bi_xI-ASVe~kZgu9}7vvRbhz|VX*<Z1kdZzB7MquBdp+*8D
z3+-FPZ7v@OXIRQGJa)wt=k9)U&U?~1uIJ;IXu&bH-Wpdn>3c@r{Wd#a;|f#PR7w4*
z!1Ei>RH$s^Rjs!@kNEqH`4BC(F*mOT37xAN^Gn3njUSs>MAiPX4Dx9$yyl4ZXnovC
zvAJG$W;5dk+A=edyx<*uatYv~Gf=&uz~@oSYkHSFhChm61AvCOpjvY01`Tpeoo-Mz
zVbXeSRvG(AS;#=0v<$|B<fwQfRim8?tA5UVmrBa{M=tRV_LW(o$Z*V6Ha>r|yh+?V
zl;7PTdRn>XtY}kRu07j@<~NFBcS0P`#7+LW;CDwiNfz$oO&(&BwKRs9&ku9DpWiFQ
znQL;xn7@(1I}h9MxyJpVueMEX2>L1k%3<>7+gc)1T8e@@ZtlatZmc|MJ+su)N!|E;
z2kaYy!p<p!vhYUNQdy-)yM#n-icn197PDOQA%>qEu_<I-bq7v~_rdHHN!xc~s8g$<
z;mnv@4hx)$?O7p0C^aBI6wz(zP!QuxG*JDLQuGY)C5#n#B&7YUevF{DK4lKts>+`U
ziLn_*AroD+mf_u)C$Yc=RjLWj8oq_iz}4qD#hlwR(kmWDR4z%OsqGvVk1?Evw8P(A
zl<&G9J+L1LQ>)!@DGQgEEAI2Prd}5!@R}TVG<R4Fh%2FQxehn&9(OS6Y79tM@r1pU
z?Czl{=#M=$_9j4@crzn<LFxDh2&gzILn?M1b}?!8_V}Mrxl+n+hQ#QbpIR>Mt&=rH
zzWdq@?F;JLSzAK5>;mmT_}=eu1^VJe$6LcOSx?Zz;)VoHeaY32v?V}<9Rh{js|3=m
zr*I;Q>oHe>b3<ryt38eDcB#-{*lcwsb0ouGLx?!?U|>M3wiyKht&YgVX0Eb=b6sd^
zI^phvjKAM*^%M6V&#R$3zfC~ipJd0OCh24Qja?{}<Oc%zk```mkT?vJDd=hgvFuFa
z`@3U=E9s8NM{gi0ewofh=!{(~x-5=76<z6yee+)X8Q0T_t(9yYMXC4<hZ7z0Ig>WU
z@9VbqDdeUAUS03rB;O&SYRHI77-8JX825mjC4LlJTz@F&I$R^Ik7sZrPf+Z&XyWFe
z3pm$Ow~8gobgKcpKVj^GnW52O7j;+6m#v>2y;Uon50mJva>k-w;=X!iIdR&R5CVzn
zg?X=fhkBKO<S5-se=`bNmg&0XI{FG>XgP|qc(nd?i*`yK<L$=9q5UC9J){!_hvnkM
z=TQep)Zow~&~1UUm?ROK7Sq%%=9A|e%`43_2zr)OKlE)JR}XiOxKrEvkstyDgP<Ha
z^|XH1PKi{U@H!-|1Tu4*G}Vfvq0kIfmW7e9zER=feF04U8hHK?<|GxOx}-_*_y;UA
zZMhlaPO)O7fd$RQno5JWsATlJ_O^#DWQar>ZfEPI>6YO`u<lsS402v9m^M5Z@Si-@
zuP%RtE~_qRV$~R~S1`>MwKRl4H3e6Uv$PV}RIN^x2WSgYkKmZ!VPtanP{`1U5xx-{
zF^8O!)Dr-x;Fj!tOCyg+?WxHH0Wkn*1+mHcXs&9kZnBh<TM9Gijm<yFpa+$x0?7+|
zEFn3?yadd#T4vwebyoE<^Cu4QaB62CPcLisBs;iPtx%5-ylHoVLH&KU#kXpme>jM|
zrf4z?C>LX+YZjD5Xz8jUwT#;j-z1;a^p3EsnVel$F->W+5@F(iUqxn*WOc(T5k^93
zCRo6Q^HYZyoz=6otmW6QAlR9vrq6J~06)!6MT_XdAe_**5lRDzdS}GxeVsEo-l5In
zG3Ol;Uj{<L5UVd`#2qQvvuDwic3Bo_+4^Q-XXh-q)HX80SFE9Sb*Jb!w21ogRp5MO
zhrj}jksu~{YND>AOZ6myCIqqF?xp`%cu2Xvl5(S|hd5FvPbcjGKT2FuQr-90dH)ip
zb1#z({efsgzw6@V#I`?6wapvc>nLt-Z55GmI2^aL%fmdzLy*}MF3@Vz(CE9kzUw)(
zvlUa<{{6xI{=uslBOU?CHggGJPklCKH&QkyNSX6yUxM{I1dQuAJeVp7EZZXJK!?~C
z#k=3eWM!Tjj_nQCmqjvtzo=0<F>;=QTpSj$&Lv9J5K}xV+~W2@aDCwdhrcx!uLBoz
zl;{SV7OAF3svTMWnV#+B%{9Hc2d_+kYxA4x6eZobBh4PhZZt}VlOSZ$_A3zsI=s&y
zHzGH|iAep3>!>?L0?0ZAX)Q;?JhhkQhG4SOKyvM^4>O~Yd61cd$LncMjl)c_vN@#Z
z<9R54^>lOYREO@-dZVWOl%OJ|Qdvwydh+@Y%{S+i9e=5_E<9e*aEl;m&~;L#tU$^?
zK=Q%mN)7T(viB*{jj1i_?_?9n2<lnL?D1JswiJ^`H%~P<cmp<E1rWtEJ0{LC8DE&&
z0cX+7rx4cZaO0*AK<Rg_0OMUEBVH+Q{UO)*wA1r~KTS_1^}VwDHm)8TyjkEBauK+p
za8a-!dvA&X^VhBwfEylGvbTT=Y31uMc6K7$r2|A~dU|?e&b?RJ$g738T=-w>33bWr
z8n&iz1Ej=zRiUorYG?+#Z0V(AQ;#Bhhx#%RG)oa&%%V-hiQCXBUNI)4OfBJQ(UTVG
zC5OlzZntyu+Fn22n4DgoG-V*}bIi=oN(Cn?*-nw(yxU*u(iHU7(`MspsU5veN1B}+
z@Q8|Yb<3vO%rz7OqOvUno%Rr1160D7P_W%tI7nzXSZFvzA|GP)a+%?3aM~cOSf=Q!
zlat0Ak(-aM>A9LZD}%==TU-J)t*BT>S*TdeSuVkQvlY9t<Gts!f6r6L9HAV+)9X{_
zu(c3BEn00&xlrPI2@`SJBL+Tx3mRk~L~>I%S151+W1=C`Dq~|xR(E8iLkzESCf!7c
z){c;`VokfEO>$ao$hjR12*!5BSrytiarfLU4qOR#ee0+6Iw#^0oOx2dJ2S^jw#we%
zMb=<rcfKuSgm3ux#I#PgHXrkq9nzIQbhVAf2c=Noj$gosX^2U>c&Au#?l?K$)TG_j
z$D__Q{8jUI1uYlqTXS8@Zi2>WO*l7BwP#!gK^)SMzpWvs{We)wG#L@+_Kowp;STeo
z%J(+@s&DJ`u;8G~=0{~Z{kBm!s<C)Kad|mCUAXY@veqJ82@6z36Mqwwmo%EYeza7R
zMz)!y*xN4G1McXm9`>cdbMZqTDT7;vOjql2=hq33Nnmh!<KcLi+v=`;Sd~4HT5o!r
zX(L~98O?U{-S)ZbF1m;VAF8Gp8ABMsJ)U(Gg)a*_SRAMbh4snVAGUoG%inWPWlgjf
z?hZ2ajJ^}QmI*IL@^FeqcnZrnzx-gv^T!?P_5de#kCXm6VG~E~mWQ;-ZW=1LAnE~1
zD9%n^putnUq|c692|0xrSJ|?;+PY2o?H;4NdM08`TIF<te*YIJw;<?xj?ku1yqot>
zoZ`^86@*hVECf4W^{byJ4?iQ!7qOVYD!_Qy1lmcAaE&_R!}>I(J2fL9SoJ%F*-JY7
zZ)(FT!!F&+pD6@`h5_(hg8JmVKe?4TWg7T8h&;KOqG4aK9Q+*PEyF$aUVesE^rytw
zw5XrPgwu<EH=<JfLkGj=`kljCg+K97Y$aA?T9PJ^?8Z9jCgN#Ej);P<U<BOCBa8|k
z=u(liA3;zLWOr-FqwLnRHB;A3qQUh#Ts>TsMgBU0ht-mKD{&;XyOF$rs*MmSoWT04
zpzgXxtKr+zxHF*!=zMSg+OL4rY<|P>ri<&Dv!4rNrmGmOPwQ@7CGawu^2#l)Yqdva
zcB1B(E7qHXA$!kFy%{S;=PvKt877gpr?11y^7w!}kLyr<jkDtTJ;m^k&xAu7!e0EW
z`m#ZzS9E=CcMie4;-2@G&+7-z-Kde*W*VQVYRqTWB+TL2Sr+Fx9o68LrI*_4-Dx!A
zbuTJUt8uEVo48Aam(%@eS(oRJV}yzV_4Mu8Llqrw$bB?0P#tTO(6ZAkh#+bY4f<Dd
z<gNDI%0_R)SS8Kk!e<-%o;S?hAhl5x>mAqBpXW8(F4Q^JmO8&wPfe!SdIKZ?g?u2j
zB8d8klHCL}VzR0VvxT4`*qgp&1U_F#gf<8nUe4jdWaO;7<Ya9EqFEWjpw=EI%FY3d
z@9;&<4aFrbmTPVa7n}#P>hDJY8BO!BC&jSuh@+N^86(yP!oYGg#^g!r0Nur}<u}*X
zNn`tG<DBI!rm7yO#jX}_8P`Ex*V*z78+RQO?Y1Z#_uV<aTeO<>mJIFV9ans9MtCih
zR$~wFw`TOj+z75=E4wck(ksq$DKl2>HjC<ndg$uVXU$QOS#>=GZ|Hh{;Lz&Q3{8sn
z(s!bMFT#RChG|kAtV%}9q4qw6?HaVT5@^#|fv)wjeA)E7rUminR9)A9sSj2wN~DRq
zNWhEFjFlPTBb3u9PB8sFG%ab;a8uVi5)({%zZ;7)kb>coD#WG~C&kcDrzDFqawRT;
zMF4Lgk&Fc%h}mn-at}`qi9%@+MY%0HvjmiqfKBwfO;91l)Zz&55N!IEKf>`gvN_Ye
z>#)H0OwRlHOA*&GZX3$(VBp2&`c}_^o6*xH*B%FQ22>WBa<WKL<pkj+%x_c`syH=$
zQT~u#`rPPNF$N<47#Ei<eIlg1a!8t}a+|TSg>pzx`*iHH$QMi-UWWC&1QxOFr96DX
z0cvpDVPOjdV+{vIX2h6{OC-UJzF#hX6b|K4?BRyJEC#O|sNB2T7OpGqdH82%Td<2;
z8=pa$NH;hdEDtMV(97{SjP#zt4<JOn7N>7cbFTDKEQh&7=1XW{V^_ao1Q$q>6;6=N
z4cB7(FX_hC2Usqw>ul`0*3G0)RfZcglrI>Ld|Q?omN}LoiI&5Nr=O}Os)hkYP}p?V
z@@elR=ZYGnt61Fnl7B>(ySN2KKUgggmD^;wS{fRcl{QP?-3T$1bzW_$*gY$m(O#Xw
zK8T}t=%{jJ`OCgZ>u4{M+`h#Z#kMs0(T_`Oyx}UzYu5cCwv@<O+mDyEv~3~RXSm5M
zW?i0nAbg2i_$wLP+gxI!gl!?Nxu<TO<EHmfr_Y>uy+1kL3jR;#dO|iEQ$cjSe6V&1
z49K~A#;FC7+2xoJ5Qp$-#AUQ>aTve;J+FS)pXL(0O^;unHel;q-fZg+7SwKB4ZmcB
z%wM$a`8@MO&-)3b|9Y&$5YzV8nxLzj8k$m_^55nrU>#^lvOwb(Uu-cb?<Ai-_ubB7
z1cb1dRW>#j2K|BXrIX0ko)myQXLE9(DtCtX;;ZAg_4|8(6zi{{psvg^&N&$)ZBTKL
zuJ0t@sfohEs;zN|idT`EzFMVPqX>f=4M}oAS=(4E&1QAr4m7kkSkH%3;-yUA^)HX+
z9!{eQ_J@_Vog|MM8NV@KZOI2}wOLvia<0rYI_)#74?}BNwb&TV0G_^w+9|CariPAN
zY{%nYn^v?sAY2{QJhkg3dTW6dTDF;hXJ7-JFsP*SGs}m9Sj=+!I37bfV!!$}C!YV<
z_yI3B0LlwSMPk;8^mVdNBm4Iv9$fej(v<=>5;wz|Ymf%@iv}KkD?0A2jgX81b!xm+
z^SJasrjBDHQQCdw-Cqb2nzHD!lgWD@%=!KAz%b=PQwL;iVt!l(Xk1l#f0427ztPAG
z;`39`<fR%u))5yEiSn2Y(ZE3-8wp&h+V_KMeqfUmJFQd?_BU+4`<e2%6D*%Bld<X(
zaPf`<i&0<U{+>(g!RYbUP?GVCwZqSw;RZ_maQP*r_PXRA+|qS-X*3ePBZ1vz<3!sb
z1Nd7S6oYQSW0PoPprCPMl%{hi8k0N-42pXjE6Swp3GR!<S`F~jY7RUFwr7c!@UycI
zvWgEP#`w-%Gd-z9NZxm*1MB5<7SgdtW92WZQk8blZ(nV{Cww)?0}9#NfYSdOJaS|U
za@qqRs2beF*#eWqZ~=d<wm41?4@HaUINO3(GIY%8?V*LiQoUc4+G#LaH*&-Au~{&J
z!*!;QbvbJ8S}6e!=W5zp@j`_NM&W{P=36I@D>7;J)ARG~yha&|f{5?Ul7!?^W$Z94
z+pNeR`1QLogt%fjsHs3HK+5i5nm3@e;CLK|_EE+MPay&J)S$sA`Q>_IlK6l(|3b&D
z-pEvIsBmRStiD@Jsas6Qv{cJHY!@F_69Wcjmt1>*p<nB<d+oQ*%=^yyKn+mL!|i+P
zwbE1QHL0~|bH=K};oS|@ga2a|s2e|o?rg!6SmxS6rxe&BR#!l&y(bT9RkL-NZwui#
zD$^9uwa~9^u&Nh26<Hh_W00_wWhHMYkgLjHL^AIEwVp*~Ge3;Pzf+|X(eXg+e2?wd
zNeCtV+732_(Iw>JS+TKGz)oD=hjS&X5k!AwJX!`$5I18U+S%u*o)nnN#e&A~iK*Xf
z>7ywdCRFH-<)}cTDb#xApGOjnH5oIUw6{^)d$dj4l|@42ZP~z(MK*`#ij(m!yFZyP
z!-(C&A@^#8jp$0$PH6j@k*a*&LCm1f+zr3s^2DHV4fWk?uGyNld4HzISZ5)8t%KIg
zvLw}c;ukYEyuPPpOF5S6;CD;#HAqYb=G009S(nsY-)z5}T5%2{o!~wdG(OC3u8H5v
z3VFKhEm=adIM&pIiYmf705vJonqe3-`@}po?>y|`c#c#iV-7J4AU(kzS#kE@Z#`)K
zuluhL3$M>JI4iO1z6Eb;p`0@gmpjke#+2F$Ot;T#LK$?y-41X~vqAk13Cj8_J_bwm
zm1HX-dP^(_qxF_nEUwDMrl>mg>1$oSRNht|LCZo8vXbPJo36(g4k@~2I&4dD4Q>hS
ztHwzITQk^>bv{N?%=NV-GevI>1o#jHg?kAe&%q78RZ90BqCbtC3pq4XgROSaw)$4F
z9K!vP={GehaCLkQ<-#Ol5EA8eu%TA$)!WL3`WI!>u*}x<RxjfcOxfLrJ9P`B=XOEf
zdl{4zyT@SeF!1XAtTO0bEw|qKS<hW}Kx>EEZX>p!FY?}P)@NSNS80b#eH-*Eh)RN$
zj{Oc>kADH+sG}&FC`{s*{I!I=1g<6W2yYOBY4jHu?yG1SdB2wSW_{nM^Ai?G5;Dv4
zg^T^x=p#+6Lu|ykr7~CtV*)C&vSQ*8bN%x;(REY0YVo)4;gtr|G{yHEKowKZFV&&(
zYU?i`y}(&pM8UfBesr|Zaeyfm5tNzmz~g-eGz(qMMXfu^1f7AeyJ;HzxpaK-a2fk8
zR}`8FJ?w(@bDh+k&}!0%=28me;=NSKMA*i(T~tKikYy`DkXOD5C^6o0tKM?%-g0+8
zBsU5Kv0%~Xe#&I2_i{PM0B3v=tmpdq@gKG$+|q{}$T%*tODPC{P9a4aNC*8cBKQ}g
z8w)wIqYGJ0O{C<g0Zc-&vR}IJtW-Pjyh0vsz}=Pc;(6S#h}yq;#dzMn>^!XCF-Th8
zCg~D-DVI}z^+T(U<D+w9^^{}1N*Yi8aZYf5Ye8YwRU?3D)2YexrR&9nQ{#b6*k*Ul
z9+rAOQGStXu}VfefvhC10aZ;wgfe%`9uZj{A_?ozWE9Dv$fS;9FbNgOG~NURS0ZxL
zAzS)2UECGNDr@2T#J}t&l*_2kFt#YHud-4_R-rBoHH(r=Ii*5~gYO4F0<o%+Vyt-X
z7erRomD0s!zlI+aShb<B&}+s~G~_ub^YMEOF>aUoo#PDdzAeCmA$&bO`-ZS4YtDc0
zy3LVS`lroV*OyK3>-z+M2o~jG<F0iUPu^>>v1NelLLp^o-fTcSCy4bN8-V-zgU6k)
z7C!xqn|6vodV&K@;57%#ReghUS27L?TE4%Qjujf;&k4pm3nr2TB@hv^k#Xo|YFs`%
z$Ng$#C)X1r(%D@31P;R|t*po#;$0>vr|*KZmuq4mEkoRlR#jm@axutM$$jv4b%}Z_
zGkxGyX0XnwJml^`BdNbtl%|PRgy*PcpxZ~$wFvbK{t|>N2I$5gO$b~s8XbcJ28Iqb
zK~AMSF?H9lNy^XwSffHGAN9d-9KtAEJy<7IeO!ZXTnVWfNOD3WCLJJDn=LVEhO7<l
zdOu6@#lyOulda1y1R<<(0CcTuiH03}EWc^j*q3!lrzU!b(an4kR=)-KkVEYLARXPF
zq`)IU-uw%qNH0BLMBZwu@u2J)Gbsag)HW%l-p<1N#t;bn!T0rRV^ySDIjhUqVENJ+
zPvXP?9hP3AW_6^?P~E^yez0THDi03aVFF}5B+c4NCrglgt$2c&g}mlMGpSp_!?}}1
zX9}s<%zPFV$9A4+=L#AhuwB|{{D2pIsT87yo6R36zA~v?0zXWUE0{>lGPylJatSbS
z6^SuEGub(}LPvFF!-;mk<cu<_+)mO={EaeFyf^uM<QJNh$c*(&m#u5PWT}=75&3t{
z>xxl+1t0fxF;6Bt-(g)f64;Z9AC{&eTI@3n6A=TZdS^4WCXOOXzFEF;Bk98G^NpLZ
zZip`~Yo_BO&NTTf)I~K81vFV@rP$*(n92wMwg@4r$qsK>n<+vER_^JC`%%th=EJ*%
zO!07RdzpQ$`T_m)CZjjAWcw#ntTIiWSIa;sLW@JUs8`O?U_S~WrPpY)9qgUOopML*
zrHNl(wW|Y9<;s)39a03t>&2F5U)h|pEgU+Bq@!2_ZH%r<Z}gY{UZ_4PBt1MRvbY(T
z9T-QRg<ODaSeQtV?K`DQ5U+}CTo~YuV5B#)Y3)u9igb*;i-ZXeiwKuN!=j4Ck$;s3
zjTMydmjAO~S%Y)E-7tW6!;A4g`s%W}1N6GOCm~A&VO>P)V`79qhTgv>ov`g4=Bg?Q
zN5;a7!8D^X2>&OC)e_sUZEL$;R|6;5Pi-h8#|u5MnQDk$MH-Hv87c0!hTA|;D$q%`
zS}>%sNw|Uh9l8$(0fTit1t}#O0o&Xa$bM#tI`Rb9>*~7;<@Hkp9Mhj~1iaAG8<y!E
zu)X_Y`)0e(?sqpPjG5B$rP8ZBW$048u3y$BuSNF#b6Xe(aLJ^&{gGOtZjAS1VKmYn
z<-6$MOX0el_!#&@{!Fs1na4{Fs_kWBr4Wz8)6bu`S8$fCLmA6B?V~EF4BBL635?Y3
zYd~juEn@~5@dlpMX-M!apbL;1V(s7|w|~z#&%CfgO-!+5u85mY!ju2W;FQ|I>R~i5
z8G=-wbcPnXq^l%U0x#Ms9bBWvq^Pr&b7=3v&7T+=vWtmy=9oH0f{($<-S@luaqQ9J
z(cUwIlXOXL`}H~a3zh#tV=7&v`E4TpCQ)HL8S`}Xk~xtZzDLG$;@FFrucdTST{hZ@
ztgeS_sLrmGc5iFOFR;-xRF>Ft8RN}Ab*%{I=%-3M!ahJ*uJvRdkl<^<Sg!iNtO!%D
zJRsIP&eq<GDASnAFGk<Qq4QzF!d{`5TWwz-1~NwCs<@HY+i#0{d{o{Z`jXL@4m0Wm
z^?BNoXe!zrX3YuRxZ5r`_bWP`hYQ2rW?@{xYofGz>8gCcb8O*BNA3@Ri3Eu3E}&@$
zv;LU@m4~{hONN?r<{2-5)>YgOISg7HoG#iLni8){-EBJNnxT4@yf6D>acr?~u)O`^
zU!{2C@u%(BV;`b6{?TawS8gG7fz!9jJ(i;8e=zqBP?|LBzGvC$vTfV8ZFbqVZQHiH
zY}?i4F5Bv|YpTC}zO(N>cjlbAXWdzMR<3*_-^k3slM&C#j1}?!ecPVl^*=(#bR<v7
z1wZmTd<NqMVLePr#4O9FuMm?d!)PLcleY=Q#X^VSG-qX(zZ>c@9AsAsis%d^vZspB
zs%51<&4W%ld!o45G6W^QfLy~!cxY^m>gP$S^fd=0saFBFf8NFpoTj7iKNj6&LKCrD
z(UBcCt^!kNe7fT+Tkh^UKTNHy$mOMWoFC+1+kB4Q;(MH+Y#!-+FOHcCCpZ=tTC=X4
z=6P2=EQLKrvhD*`@@cUf9K|ZEIg_l&&2+!TVw-gL4L<n*SCh_^*X6CXTe&2Ogs0VZ
zLd?mBsd9+@c9EG^Ne$P32k`4aUG#hynrq-!-WpyjeSa~rr{Ani5{cAx`43Z}B|@a1
zi*qANTNa|;QZl}Mro{^Kh7%xZuZ+B^8{O~AxiBGMymauF=B1iW6gD>BF@sz|h9$5&
zkgz>LnWW2%hasdUwN|dCItBHiC2pTMe&UXl|3C`PzL#C!w{mIbFfX<Ep?9P6t(&SC
z8{}J@WD#<HAHP7o&9ogt9tlL5*ish;^&mbmYKi$LY`P=fJH@T#?T5lzD$eG>L)O-_
z$l;qKJmEbt&(2$ocSr4(t#S*1NB)W?QQ({0dxRn?ic+wXG^NUT66t~Nj&7aKiHa<h
zgL=6dJ+Ls6Q~^4wIv2g{wyyr<Duang(62;&$RGRCfK!7&7+u<FWoYu5v$VYog6$Fa
z{ew;DJV9&*QDYcVY1O9o7~3N*_$Z|ssPy|8vTf#;s6x$g<FNH@O;-8Q%Z}sOG|g?~
zOX)-5F1-OA<V@0QpO=W$Vax!<9j_lbGM5OW>JX_a7;*8ZXDsR>Q2gI11I8O5eqirR
z%-i~grRX4zV}&hsr-MDXT_!dk7E7fQ28wu)N9YNjGiz4Hk{9fz5L&Kh=T%TcS|)ok
zvy3yYa*l8C%hWNem$o*I1dmLmnE?1Xa!)1`Q$>_zOqvYYG-%?;rmn&2()}7!yrefr
zsSIv>Q3n4mxUGlomybg*J_RK>yVJ~tZBt1YArOkvt{Q2;8p;x>Gf%Cm@NFG#$?7M6
zje2PRoXr%BktzcHih0YTMV)-W^1+QoYNQz<N(u4`*Y|k}RGD=oQh&kNQml<0Cewzl
zoOb5z`^M!&msmUw$H5jfYF9p8G7~Pfjx{{<nhx}?Pfy^KG-YdCKb;$X->Y4ms%VU*
zVZoGH%C?TzX%jSRFtSKrtsmG#^nK~FBBu8Q!<fwpppC|8vnIjAs&Mo<Ahq8-NF86b
zMsB)<i1%N11|Stadu>0{G_ExdyMQ*0XF7o?6>eABdk*LIO1jc}-kp5W-YNZ77FMq(
z6^?S4blt|xLjout03=G&_4yln&Klbx@;_wR1VVrJ#*lKwKk2pf_3<rQ<_{qEPh*-!
z1R0bs3{HwRwEenC#U5Z}o`UQgwI>vd)R$<MN|^kaB_7HEq$8L`=m-&on$S@vhDIV$
z#E?d>#O88VK&V?TWsR89{?kS$*_cH7r<!apJO*ZyCmNy4WS1DrMJxghC5IICFNy>~
z!l{<Q1i*XF#73i3yL%E6pko9n)d(lmL@R%=jyfFLGz-2lB#4MIdLD06^7gB!_!UcH
zQap@J4dzyME121cY}{QpUr#K2gJ+orYB%+luAY4H_t7n#z&E|pPrsvi=k!&sOZAl)
zm#iykKFPxl2x?dGblcOlY*i!%0wEQtAr!MDyI^st0P0<97-<;6C~}4X;vwMp2tmkq
zpe4pAba_-!%A|Lcu=7zyC&7uhgCFq?*C?!`j_N4^P$c5D`5XJzq-i2}L#dFQ=;aKO
zu)X57kP6gn@i%3I7=D5afZ$98`D5)&G!hrBE+2yYtmYEv`=e!_mIVDaa}JCf7Dj8)
zVZmXygpm6&#KMR%046D>lgQhNlFBMFUQoM4F@$f1?<hx~gKjfD^WwG_1uYx&Ca({-
zZ_&h(cD^QXE?B(QVYmjzh(RnVRQYaH;$Smf<3AV%g1ZR0c{*|xvLrBb&IA|MO~Tm=
zQXEF!kNt_n7#*L&&wM!QV<tTWOyEu#eL4gmnXDjZ%$aHP<B|<Eg7l1!(dD`bc_kD*
zOh5Q~A_<dw!KjGJs2Z+EzuobhOmo(J#|eJ<NJs~ky{Sc(ad!q?j9Zl*AAspuCm%bj
zJuBMT5t@`r=WyK+L0?SkzQW*h#844eDfIiuD~lMyUDVPpLPaB6pcHGeHT!+Mo0LJB
zQ#nmxL)jsxqjDE?D{&=NVHkOI(9e^z3<d87hw5|uR3MMOBTS$+s>7JqO4vsX7G+X{
zPOo7`olY`Ip;1t!x~br!;7d`btd@pQn0%<#3MO`bX&Grl+b{B=s1$udFfXc<8@^$-
zs{is+I8)kZbun6RDf`mdr6;#k6jeO%y;0jK+XV+Da^H2&yj?Xf5vakgle(K|dKjD}
z3?MY%XGFcQEs(8bUJ%vcG}YAB2+qD;Smh2qn;FDdZXz}X1blg*T!~y3e)qeZZyko$
zY67hN<8o%aVgvG`fpQxbdgbbqo`yo4Opa~{?CgP4+|7eo7OBR9RR|7kK_c6EcE{em
z0(5Ozmg}9UGOxqbjTSJ@C1~iS&aFciY5R@tV@D02-R)i9?a`zUD{iZ&;ze`vo?28(
zrn0S%v?l%a+%T%^#Jl1B*|2u~-CbL9Dx82G@=H^H`y5q9iA?Jqs(PQwj{ss)K}sF?
zvs!#rhNFh$bMcgFNar9s@}wiW$It04YzugMA!`ZKIj(7r=}bgLi$IQp&S5UKR*7tD
z-EHmd3s@Y5m@iSB?&kNYd$t)i|5`zB0=YCAmekdW70ia|7^dZhhLu8pU&bDbh(me?
z>=G}ZAFl}mwh0^0p+-ex?d!xXV^N(D8sp^-oFVpfK-`^>&Uy1;kolO*fIml(uvN0D
za?MFJz!IF<P5~jjs~F}YH42yKB%6f!qp1O`{gW+~nQQ&Pj9#@kMtjjZG+lLj3Pon#
z_Ih-4L#ar4I`@;&Q0d%*FC;#1^C988I_Pf=53lFV-n%6peXlq3+4ulptFB&ictI7f
zig{<n!l9s^L)St&YU*_kEb3X>at7t*<jQ6&XFO2^?!_H{V|&ncsGF;<EzpeH*vB?%
zDP)aP9$-ml-qf&cS?Su8Ooc(59WxSnYzng|T`Z8EQk^pU@ib_FF<IVEbgs>e`Y<sb
zW!`wvM|iangIog7_L}t&ed5Oodcnp%3v@>Shsc-{4B=KA)<(pzXfqPhJ}aN4D^<V$
zLYFE~29Aj1+?0ciqtcRB(NBWY+Xft7LmkWZ$J67<cvd?b^K9|OUER^(b)K4-*<yMW
zXq>wb4J7v~QbW+KGi<Qkl<|Gb9eBM08mkD_;7pld#9L~SNK-Jh2<8+trn*S}pm?%4
zk$hG8!1@h)E^QyuHMWKI6866G5PTGL5%ey$tj9wJ1L+VVNTN&VV%Q}N_AF)B?Gf%s
zUZXs+8*fqV-RK*^tkI>w)8~EkhLX)-J}QuDGzF7Da*GNj9GS9l5Eh{^$sogJB#<G}
z!mP1M9c3KP;)~}S$2a`=8z#L2l6%TC0Og*euYxGwu27QKeZBX}=vAgMOi_$7Trp79
zlq?FQgpQUAlkv9qCKhex{rIxvzBv2jnkq82^T+)|ai$ti!^65G);I61!HK$)WlbyZ
z&keRs?w1e1w1&F8Xn{Ct@X24PFR%pTSG|eH$eD;_V@xOR=Tp1V8nfiE=B>RRLGOz`
zOB3+*aQ84bdN$R!x|g|T*_Ul|zS+**kDQ;1HsyQNyk|?~WQ>)xYF&v4sH-PzEtZ+g
zRpwDMbia|maeu3B@V9GoTKvucI)s8lsn|u35EC{;C0+?0W(<=b*PuOdbpN&+5m`cA
z8cE`OvbWcS%FjSU0(K;EBpH=(l44XNNrputL{t6Vp91^)*K?Rako;iT@4aJ753o1y
ztFg)0(U0em(V%Hxx(iJXL+cmvoHCenuPYq7{IQy&c6kUZ{{Sc^Jrkdw{ahX<h0c{B
zGn;~)MX>8iSl3=?i{;=Kgp8h&JjS>i^XKl0?vmaTD4iDht2-z6^td-p!JG0T{PN~Q
z=c#ePsVmknQwnpUT=kE?oQ6>h$uao?qE>8=@(55wVbpIzDOY!NXWDpb3vnq0vqca^
z__Zs77VHDJKrx*tlR@o^3b^#g4!JKff|1;10a6RXRq>2>CV7<uBqP+S_(|~9s|STr
z6DhIcsAh!<Lf{k`IxP1@GaoNW_DWtuV7eU!`vUKfEVT|*7G&#qX%<;^dLG`W<MOwR
zN$2?dVB#$r=RFds8y)~1CV6FX&5s8C$mscF*1(049Fo1Gv@LTd*+v@<^oo5srBj8$
zk+o5~s=jLry!y!iKUIjUC`|cjwy`qSAD@mcia0)D#AAra0Iz~!(>(FsJRZk_qNXM~
zI_+ia1p8pws?*cJIOVL=vR0&W3V%D%EYX{Oc{edP%F&C@in&p5Lw4+dZ;Lye(~+rR
zMcdOf5@n#IOX`{Nn)RAoH#HGF#JmOh5s{Ms7)dBhAT^8y<sJgUq6zVnPwLb>_NZbd
z#<a~DTAcxn;v2n}sX((=v{^}IJ>QzEy~=hK&dv5tWJ<Mt=4?XDj4a*LEpY8tv+<#6
z=ErL&tX9fKo%5@;R12#c*)Z4^eN+3MPtx12eb5r`ri;(z40x(dVdUp}$JIMu_p_M#
z`y#T4uk9eB%Vlv^(d6n*MHoZ!op`&Lag@iCS88cLi8^v*w#hf+hlWm_l%%w>R5g{m
z@G>>wT{ohq?TWIBW4j!eU6UhH)6j;QG4?v16e*a2q0+Gqdi}Itwd5g~SLiBN(_Q5H
z`?!+RMqA(#Cf@i2Fd?n!>_~V__7U*qKoFQBh#*vD3CgV2Su`#!!ZgEGc5oA?HC&#l
zot({<zdK*R6Sl!Ve~X_!m(DHkPF33Woc0-?Eb|X9`9+XKYctBx%qt-cy4WYK5IjVT
z49*kEg%i|iSRt_;%6gMLge!`J=nXNYfuTB+*|DS;634{WAveVT8g!!XnpA^Xp2#wx
z9|}qrvKyq|3;rOplEF+q8Ozw(6eN+#sVoXCRi9s69D2Lo?sJ4A^|>S`_uXnp4>v1g
z5T$Aos0E&!f-@Zdr9yp%sGeeqKKX+cs+_Up0?JU|I44T#(5+`^9nJ$DMq6Pajksxo
zoOpQ@$w>2I<$R5(@C9_P%oe@&+xUjy;sQp#r6sLXHp%M2K_v@;7LXw#v!nJbF&?5!
zXY4pFkh?_1x_`YbUYr?1`L*t1a(cEJN=3~nWzSpP&&e^q&*#)Nwlq<`erdjz6aEd@
z!S=qlc|I(TlSgN|8JWY9h(?X~aGr^uiN{*RRtNp8fvY)}ji?9}p6$?@RF+v`=wx@E
z+b|;lT?Z9I3iMp-{N)1e!MfBq#XUPuG}sXi_PnITtpo<qoC4NHm~CL)3fjZ#<2DFe
z`@BYQjw5Y}Z#}JgAfYM=>KP{V5=xQ1cj^iV2EX>1r|9df`ZWWRO+i4;CK4bbsg)4t
zqbEC7xB)SFFj=o7TX3{vu?y{B?C?Ojjetfo#S}gfF<8!8+}Q%MY2JTMYqtWgH&6+b
z;mqe2vu=t8qaY+S*3ESH=Sl7Q@e3jY`4da<UqQuj--&hfi#9MNcq;UbvNg+#B6`vd
z-QQnEpr5qs$j*7SNio$g&!US({5(&3y-g-heQ);Z!|%Hc>iBgbVF<p(*)bv0{nnD*
zeSSc`Xy&Iv)T9$5kNg{d_V^$%z0GVZHGOL0SI%v1Va#O09W1+(R!C=}D_fXA6Tyb%
zqarnX@hQPCpy-HkD=k*?wL@cQ_B(WS5+*DIw)zou6QFb12B$D<leHDz6u?SCeNIcW
zQ92B;5ola9qF@iekln~CI7b08Dam?GbM!6MJ&94I^^N4pU4V(vp*|#$a<)fB!t0j_
zV-)H=`@_~JwB>O6R|ZekC>=p|%64!4_>w{azN71jynwJs51tGs@{m=-OapeXcC&~k
ztXhp?mkz@V-u=Lw%X~X`<`6iAux(@Pg0RNfBr?9G=oFWalCs`!b0ZSM2hx<*!lQnu
z=)tfo8VdETv^C<46fRopHR@iY6`U_q#lLSb+^vTo5;~$H90yD=r=JbZ+T5>G+N5xy
zH=Zw<=v+lh^_JdVYeKMwtI@{?m!o?gUP5wkJm)~4PBLq7+Ap8)4BeLJitpvPvv?D3
ziMIN!ILaTLv7{VXJ5|n>y7PM)vP))G*+Y)c@zZ*>SngU~M&FY=W~PEbJH{>>1B3*!
zl#-Pb4aQSpYYB;-5=T0sgNb#AyjP<$H!|08E_K=VO6=PP(jBRnK1b?WU$V#3jZ#hm
zw8ligg@t!)t7T=0B!Psdn#o3Lu_wZ(lUUmHi~mL;k0qFoslXoUGV536>v)PRnYzzd
zP~pCc2&QBFJ>n8&RfE+@-GxxAdF}hF<>8t<!b(qNgXujj=OpJ+;xN64i8!4YDIpF`
z8eRMr4g@034-An+u$LcyA8=F%0;&KypulzL%)>jf>hcC6cH401sA4ptvZk`8-)EQh
z)ZxBnw1w8>OBg^JNcY#-=0?xu<Arkji&Jq$$Js*p{E?dTbb<nx?p3jFm|-6-9H89!
zXk-o(rn2mvBvMuK8?_})&+O{tEs12CW{&nLMyYbS%Ge(FeTs*E$Xp&P@ys=K9rd?E
zDyapMv0EN0`-JaJD@XKADVp{%3;oO*8H1=2PT=a(kc3C$^zUztQIiRRa73~@PW0BH
zSw#V02f7w-Ko_I@V9NOcqO%BiEM9x@Y1TU-x3I8ifeaL!^r;CJ)GYlhDV89phpi@}
z6?wwz<HgORE1|aTC%{>qhqp9jhNiLSTVC@Ymok};NU)*J)nV`5k55Nz+sanH?<;4v
z-A?B$Zg+?3Oqp<A3Vq|A18%~KUmuT2l)=@rkEg^kGx1=>$RsGmQL-8(TP3##mkyuA
zkHo$>d}0-@%dcp^Ba2Op!#(Rh%RW-hgl0m!TNLFwWJ`1AUhnn=tkfaNlIst~-CPnF
zwVnqb+$E*!IB@*1$<<p(fz`#}Y=<GgQ56tOqjU(Xo)2m=P^dC}Yp2$h18$9>3tirO
z?TVM$X<y<SOGwl<Sr8Z<)9$aBf=|6_eK<slOv%+|^7QP!{fV;7(_PtMs8{vtW-_)!
zZfmvWHh(3UCUL@(jvgM*_xB3dh^{BvlM05Vi7a3bGBSS;z00b2+P+6fB4xc~y(+Pa
zTV-cU@n)_C#ZSpMlybwSIv;@B5BF8>&-I0xg_i28GT$FQl-`F54&w4qWFq3_%<)mF
zCW$6DId}d?d;4--zSq7|Mw6>LyuI0QmC)PB4y`ytVFj`nRP_Wi$sI<jmrlB1&Lu@Y
zBh%4XZAS%LNAMN{(;(t>QtHiH{#ovAu2Wv54<ct;XSx=iKiJ;G&p2^68VsI=>P-6K
zb0cmUTz$`n#aiB-VQw4tM)aNz)_R`5WGY$x+wK_cM#62FL(t6B^?&0x2jL7X{eWJP
zU7}=n_eVR=Q2Id>GQz3^6Gv{eHEhURW~ojjaJ1E^xCluHr(Rx~9O8JfAeQVxIfrKu
zmZZkUC5=}Q;&Qr!g!jpQxx=q!<zZ*!IFwZ>8iUL8MyW=bdC#w9{9H2|6w!9kWjp^^
zd(1U(9{5N%c=a_CJ&#JARvK~GWD<%MbQx+bC>kTyBKC-9W(BlmW{<XN{55)Qmy8Kg
zA>zkz`O#UhN8P3>-QwC;^9d5!C0rvkkALT1@{f~t6=iZ5XEcd)ZhqFdZQufTHgPgu
zC-@LvjrUgD>_OqBzD&V|;>p^`zE@OrfO1|`P$Fu0mM<Z$=jEXaZ#pP_BBzHca;NHC
z+^p>K?6h^Ou4kKCJLNesp6^`i8hk}ghYZ70cq@{(r31|cpn{}IlMnrEqvjBP!k%+#
zm-0PJFLy3MP!UK18*8+s`1uFjfTdXuqAh%SL+-?Aa7HL_JW?C`vYN1#F<?fnmQ!Px
zGO{yDJRzuImj4|LhnquhE9M;h_F4%*Kj#|nqVfy!KrS>{O5`fQaHv3LOD0mw`<)+F
zE!PJHy<ngcIN<E017$@4MHGwK^1Jxx;oAx$dc885b_o~Qvw~fm&aPuG%rqQi0n6lz
zLPmlhAEy104inSzvEu+1t9;U&=+s-JKzx3cJnwdUeg4*3b%-#It#qDRonE)`)asce
z)0Nxv<*CAegKcfwNBXbnE=951RgtkV(2wYuO_s{%gR?C+_*e*P8(T~+gE+DVv)zz#
zBvs?mV5(*6yUDU#1}AxZ5hSJvvFhqv?=2KLd5MYRSEjM1_2~7oGYG_TPb*ZGl32__
zzvCOA{`hl36Zv|=AmeY!B!-E}_)rEN85BFbF?eKAnG-a7?X7F<sC{gQJ~ni&NnCvz
zZDeDF`+df*sDotCW}{z&F4-lT+tfPkrJ4W$!6(r32ymwDdzNxe#l0L0QKc-83E{h$
z*j*(gwtK^uf#6McE~mhc6hxW0#J9}`H6$))OPgFJ`_E>2HbEMW5mSP=caz`t3(t7J
z6CmnHmC%ywVRBSd5?AfO=t`yhNU;ipyb8L^+ufIrU1Mfge=5W3D1DhUmy?0nO69Ge
zbnUUNt(_Tp0oZ~g2kG?*pv?jx9)(is0{(Gt)#D79(Wl)JEsE$Li?7J5YQJL4wGmw$
z5B%NmM*`k2cT;TcgF_pDXz`Zn-AKE9Y9#(PI?g9X6w9r)(|n5|m)=8dPVblI9dI9q
zJO>G9bMRk3*Syc-Am=Tcx1<RHP#L1fO{M|pguNDb6#b3`OofXYeqBaEeAi9BW+vkC
z&UGHZAe$!Ks6bSlmy%~SvU46r=v@^Zi|bo_9qv1SLo5;^mEs`R8bu^3Q?3$58q{z@
zE#Ip}M%@N2O1DL=5u*AnSs&3Ot4?7voH-^lNwYrn78~UGQ+CJYH{@O36Ab6%1(Kc!
zUHDa@>mXl#>=5*ERvH;$<gvh*0c(N2)gnY(^pJd_6g3!n1mV}ZFaamXfG~6*xAFB{
zFzk@QCzFO`Bv3GYDgU5id|UJ{H4nnO@1Fv|-vR3Yj3GD~>}DT+)yjlg<hHcrxAYxx
zc(xOKb7BMN&WgWs4^k}M2$6bo8!-ERr3RdId#gS{Cu>^b-tWtas5NeKZ==1U*%7cV
z{nOKn?(s`qK=J`2;=I4jDn^`?<A}Y51A{DCj)1017_w;aXZ7!f#wf%kO2~{wIyV*Q
zNcBpY9~^Ef0+@TdK%HADK*L(3sS}|%BxOldN1<H9j7U{rY{9kl(eY&LWaW<g7^em{
zygl+d#yV5ZH)2(C<Dm<+)o4LhnM_#5YeF$r97U+DA^G{Ik{_f#WR9tg(0rn}4Lp=M
z!l6}ioVtL@Z#i}$JVc)gJf`oJ2=W;7`F;%$1*2=k63SV!X<u(Is70qd-bm4)1?RJR
zb`G7>94ahUI{=i9a0&^G7jUT?m)qI(*r@Jk%%!?u;R?baj+7G<vSa#a*@P2iE)oTG
zR8HzD=^l&`HMbEs^8f*~T!vSD9WV;DsP>huIhUe|=^^qLgVodbvZw2e^FJt1xt9k6
zVPM{B0-riveEgp^u4OrvXSV^H;C+<=Fu7A7>BYr^<|jYlz=5apg-_}@>cF*{*s2f5
zfn9Xw#^$|C5kdxjy6yr{COJ2iUM=u%+v+TCCSdyQdu@e#V@K-*2i#>;bPXNyf^WH6
z;FXR@Ed~iOI`ebci!YsYJ?C^Iy|xK@jJ%tnyEA?i`Dem6I%ZyEd6%|}WG^as;o*>V
z{@Ua%5|z)f;N-uYpR~SX2V(V3Dv!%#tZ9?E0wW#Vu2@l$yR7*h>5A7@>ol0pQwJ<}
zG3|~P^pP_^y*xU%nLQGd2#U5zW(n`}3MSqI^K#t7|ANwa^P|du<2brw9PdWdWP;Dc
zcXI3E$@RJHpzNO9RT|ZZh-24~nPBWvNz%T}8u)7o0`vma3TMr<OYt6Ur_#DPm$XNb
znpG`_uG*&Q=C{p8-#jnEii*W?yH5P?l`45YaI6|&#g-%WR%%vx4dENZ;t^)a;nb9L
zg{hzgMudIAalHty6E0RWN$9D>3<Ut!+3F}<;sl75Dpj(LwTS@*>t-lR7=+{r10l{C
zO%pIp*oN#*COD9)LSkf`%fr<Jj`kZs6(Y~V9Ii`FeLds`hd$ndewa0Cy28p!M(#|u
zP_o>iNXaGsDmlP#a*~54?Q*5UMR{EPy#lq5rDDjA&%6`?fhXVkAYeeS7Shv_X-EBh
zC|#6fSdwZ+=n1IzqU$<*KjnS!=^9=)RxaEoLa$Oscu9V-KTHMn{~SUyP`s+WE^1c?
zUerCQJDK$De|o+?wBhhGenEu?C;U~Taf2Jra1KVVJVQ&ZU^XlfkYV*$MxZ4Q^=qPt
z(X)Kdrj$l&YKb!OY=N_ywp_z{DI-x;Lv2NkL#;!V%)0(_v`uBBVq<reg4e`T(|!E8
z=#1%iY)$P&*Em~EH$P<=fCQj7P{!8TT%)v#Q(rK(fB$G>IBllPg0f12l`83WvI0M3
zTtIIFAmT9r3b^r<JggdgIg1raMSeo%qNz&3!}iZmBW&TlH^TQ+$}`r1*<!(RO@k5%
zZ^ZaKQCEMMY!Vdkw--%$T;AF_slf00%I4($VjQlkm04ihN4MmrGEnYi_Vav$Z^dUW
zPEl-`z)%@|fJ}41Og9w7_t^r?-Aqpj&&Q{)$Fs9x=-8O{y<$(_6$jI=DS~&HONpaO
zQ6p@jVOZW{5OeYQ(Y|w4xx&sws<vlqplVr--QtA=n(xHI4{C}UBiCfBAZoR0jZI(E
zr6{eOZ+4{Gs&@oXcVCa^{B&k<%4*Qh>4x1q?`8X%Dj3>1j)a0XgcIXq48gx0Uw$Zf
zemhKz?;zeRpC@c5oE0{b`1?&bU$cCqsVF6vMp{Ypnwt?Ge-v|ltoB>;w#*w%Kid;F
z?CEqrhnITTb?o((L5$>;K1q4d*LPDHv<rl^y&`Q`5ZaKm^fs^neY6j0^a9TyCF^QD
z&pCnwd<uN8SieE>2fTY2^y-!C_kDV7M;x6PIvi9nGQ?&5PVgOzg@~79#f&Pal6eXb
z`<>)~`T4_3RYLJMq#v?;3~ZuEsD8U{4A`-N7MA?s^m&0C?2)Bzq|>N5jF2@seA2&!
z+>zmTEGwCClFKkZ&3ddjw+H1+;a-V=a?kMu_#R(38jtBh(y$3=*}cZlOzrF`n&Bc|
zkCRYJ$&3?2xoV<Rm~K6DEp?h8e7gg8s<~7jbelw5OKa)6w=CRqjPfPXW#Kj=x&<Mg
zVZk|)Ka4pg&=ic*w(p3D!yL+f{*sT#OE%}w()CkS%cyS7-x8=qPFrxp_zqy3G0y>o
zRG>FkmE<uY9V=s+NNt<1Z-(fxrap+;4#h+W4V5vTs>PLEsiX?4%i<t2glRZc788z>
z$g0W4*;2I5=r%D*gQ68hQ)pAwX}=qtcscp|XvMKHDr*~|*&&LuZckKAm{COPM<@QE
zaN9UTA=Nk$Xuh-xVle<M^bfWj{?V;K7DGGD-arM2S<eMN#z`F&X2uL9*sH@#>`qGa
zqNqZ%mDVhawC>G{W}SDNX8`aSST__Zr}B+EC%|!x&)p6p`>Wlj=9*VR@rkHF=K1O;
zMN=T8lApymw73`61uWXA;4T^jmIdPvf&PnA(435-!@M1iU)?f;EUD*aRH;YSgR;D>
zrkloaMehoSQ-5-B-FUv@h_7q^mr{}2++e~SnGFV$x3<p*FkAHF#;n)H)2`j3+!6IU
zr~9Sc+^|d3sfWj>jrIMy`_F{VI<6zQ7#Ec$nF%`dI_K5o$0hDaIa3xCQA$eG#gv0(
z_{uQhnwpY^SE7f~qSYI2=|Iv`zTc89Yf=Ke3LYlXR<MH}>msrSCCM7GOH9&K7DGjt
zazr4^f&B<3OeXg5=^c1hFSv@12=2cgch|G$JmE^@Yy;bzA^GBTWT;GdSMN%<>iC9o
zRxl_Th*oZm$`3#tbF1gjK}@*OKs^yPIH0A_qgu&5@sPSONzYv7jRylf#6{V9&cDzd
z4>?yCEwjguNwn=S6h&IHLv~SaFQfD4&wJN_ufF~Wr3HJ3iB{wmWvbA9Rp`a6BomAU
z=%C-XH{fGK=k-Y=VkEA-WqQ`Tm`Qk-#x-1j#tC{{-3|U8vVZ$&|F%;blgamex8;eY
zIeF6ms0fphwpiDsgotacYt@O_vUOoT%9!igvSmw_Lt(&6#AIN-4)EclTEREhH8$0&
z&pSUpaa|(1v#%>Z-n7k>r9O16F#fgmmAO89ttQ@ioikc{o32$HdTW=k;rSOW;qQdV
zR^}W>sd`w38#cH@tlb|-)FKz;79%`v847t#4rgr_*aQ03X;h~_q!j2YU|VVj>#!XM
zp2+*i$LZG~Np<Buy%-*WQPOaa27a;!Q<hn7X&hK(aYeLwLi&>9&Ihcnt*+W>?S^96
z&EdD7@GV$3Ih>@<uH0vR&GND}gABYnFI_>~^4c#sZp`|9$)ToQ<fnv`CO4)$QAt|L
zOJ9<a^^)*8Cqf^qvybd5NkrC)gvl|EvpA}2Q!9$QkGn7mXA>%Fvu!gw%4m}=n(;)6
zR=#72n3X_+6{sC+nZ%ZWqkafrqW@tZgNkhM9bZ5p3dcbi$S3&xGCskm^t_&q45SED
z9aV6_(LH{Q=JZB<*{_hal0P?#weWB{<C4|%b!N+W2_ScM)z9{Kwo-+Nps}$~Bwc>3
z8!ZhtS#4F)vo&Ae2PitTm&bI_ex)U?qEm<~gWk?biE=g5_|mnOyTOq?T`1pf_x32$
zIu>?Y=qrbqi6ag64hI72F<Hoo|FeFz8_#A8hLUCidu!@1kvPcg@gS$GibzJluEK1~
z-qLRu4oMM!7b?EFX0Eh27YeCZhHiq;w-mVgF;=DV_o$ByVh{FocKb8j-GRP-WH@iI
z-05R%fQ?5C@O#PVIm+DEt7hM+C;OhJElG#*KLQ{x3w;QR6+I{hmUUxVuD=Nzhc{B@
zTq84PFvp9HnwO-srMt&J6Itqu{TQM40icUypX3>i-Mji`5qxV9;$}$bP32?hDM%UT
zqfb{~+j!-;z~#c>aljxcpT0lo;!^qR^nTSyt>&z<s82#G!MO!|4pJ`A6uM|2Zu745
zWaBFHoa;mnMI3fLQ8Cehn}z0nsnOcJ^e*{?{e9`X$#pNj+VEf$PkM2B-R%7@SdMwe
z&^I0P8~75-SEZFF*;NGIJNVKW+7fQ6B2O@Q46obm$Is-CKiem<Fb#(EBC&%%C<t<i
z)Nj?hK)#URC^X?rBiB)Ya~8B{@tc=7|0LxnIRs-Pli+$shXMD%TWF|IWR%pT6j&To
z3bCKxh~oW43+wiV<;t?y%Pnq_$`|KLX3EO5InE-e&P-;?ZCjt>M(EtP`-C>YXS+Y2
zG1>BcA6m{|MX=0<3ku_o2yn<Diwk$kfOPy1^T3=~G^1JbagJs03>%@nBf1w^HVQrO
z{c;LS0Wk};qSNI)kt>)i*#s}ve&VFoZan^WMH&~xnBClRt+#dDDpC5hKh+g?6<AF|
zFYWmpdHW6vxmo^MbM{Sg7AC1yZnp7C3$YR9xC4<nv_=44AzUA{H9}u1V0ct04MZj`
z@Ck_-_<#d41Jpw~pczOfHIL(t(7aNosmfenuanffMc30hk+;~{+>#9W#87iBwW*oS
zg|&rtF|}!OVtItsh4q8K7|4UEtE9=8gXUzGj5gRsh%mmtFAnA4tWZ<)4r2<s_Tqfj
zl-ZfNsn#rm&*x_4_a5ay;c6z9)(5J!N$g3}Mf7cE3Uf2vk`~%qZEb!F8;#ZFv6Y2w
zMlBoNB3J(DB&N5fVQEhBvh2@FH0sf1tkmh{Oij)VRbA-C8wHv)$_aTSO@MwT_-W2n
zSTUORrJ_=RPE9B=(}I+k;a(N4S!Uay8<U0*I1-v!Uc9n86Zbtn_tF4=ws{5Ew^C3V
zys~*fW27By-%SK$f8{VRvNFO3C*(#m|63Td287N0c`Fv+%Vj_@E=|B^FJ@eskVl-@
z;e1Kt5Y`L%j&G|!J)n2OY3vq1*eu`mCg>FT*f@k<dGK-?2ffA($Ss5IpGMqEgebhP
zOpXmpe@U&1;nbLCPY>#t0`WOBPg&IlBIeCx0=ctrd-{)ch?dE%vGnOsw5Vp#oNU}o
zrAsvnsRB+>)88T|!EmC+d*{W93yvhxGT*iH`8qUVzh^w&95VY{@5$5hTwTz*QKO#d
zjBfSGg-GS=QN6W%VL%!up}+s%VL%xEg>?5%$bqP|u&9VQ)nDTN{|>kK(*6H)#h2E*
zF(W?1AN}_)761Pkc<_Z$`2QYw@UM`IKkD}XhC5*UDjGf0e+P2G@CP{X@6^A4=N&Mz
zeAVZln2Y~lng5!0@W;YmcKRP_2Y+|~|B&TpXXp5fFTlX@C5->2`v2Gd701HP{C|Xe
z@P~EqheGg&O7IsY;otZNe-je^otW@t@IS}@U?BV*`;U74<M&T0|0E#%MK1XNEe+w{
z3i|)VPWU_iA65GM-~Xxb|7|J0uKV9WdH5G%&OiObKd2vqwpK>}M4&J*eL0B#(jBn<
z=k%NZCjaDL-2p4(ALb1k>)*^92Kp~c{DW5Xrwae%&-`c18-_pa_kVT=3@l%H{nH)%
z2SfbV?%<C>|ARaDyCwZ`27fvo{lB<^|2_ick2Co@ZPveNE`N3DuN?jk|L(Ydcke%4
z_fPx!bN<gA|0{0bueAO`rTm@epYTs=e^UA%!$0Nv6ZdETljGmH{t5qbi2ru(?`xR;
zIK;1X{=V<868>9B{~Z5uF8?dr-+BJyp05=CH}sQ#p=JGNG!zz=FJ99>=_lghPHGyq
zyDNx3GqvoocAzn?QOuYW1QQqOCnAtPy^kjY>)^L-eqhk$-(Fp*sT`pv8X;4-any8m
zzntDw*hGGf37)oW(blfAPBn9?ZPBGJ3cP!}d+WR_ZUHYl_X|%YtUw-qNQ2sJKiMN!
zg3!GUM%&%gX*Jb?SJQr0&TB89I*hq)&B-W~SSuu-K5o_8qMq)0xZ6KF=hO1hX%E5E
zUg7C9nbXpyN~yV9v~^!=kK89m^0n2!9M$X%+2p0XM#f{(`D(BG3_rF=J(KipjYiHy
z%CS8y9d~H+do6{r7iUyqn+3R`9nvu!U<7w(48dt<ia3&mZ^R`(%hp=w^*2xsrkzNr
z14vA~88~@2J>7onoXw|V-NyrLLHT_eC9%<ulW|-x2Z~G-dSD?M8Xa@lkbisTZ9h3R
z;KoYETC^GYEnYbQ*J7@LN@Bxy>i4;Z{F(8a8QomFOh`xhsai#f?@5-*W2?kj3T;s{
z`cwCV02OqYknLuaaLe)SSsVMEw}8&uYp1=T{K}&hYQYUNR@{^)=Y=Str+of>GtCYE
zeKtq#N&9C7QD%v%(M!!N9Vc0$a8H@bp1W{Gsp#W^V<&whSP{+ImeGl9Y+-!BZ>QSj
zvxrXr1kKNR6tYkQDwcG|Frkr5vZeft^NGdN<Y2G-j>4C!#~(hyH$GPLs%)fIc)yNC
zWU;5K8cVb;b`0iGtfAIa_sZE;yJX>;cxSz%Qv&mZbl&mjna1VT!n7%<X2f&XAo4hO
zI7RRgQLYsUdY?LpPpUOtNo*Y2DG;s=7cU$Z_=%rqqiMC0Rh&Z3@<;89&zwX=3RRkA
zT*D0UsuBSKP5JCPiJLEzu^2lPGIvE%D{yASv~(6Kmbe-}B2~3Rjl>@k=L&prm{Tig
znX2a!m~%lH?0|nOHo|mHD&FuLp<GlJE+kZBOt>gWIJ3aMgYR<3+FVN94P3BeZ1}#s
zaF-Z8d{b9@C-Kgy8wg7)kiV?dtW-5!O9<M*!I2<nH-AMRcxo;<qJr8OgN#r!YbSwg
zYhCYFx7`Lsd{^98)Q{swA;pJeSpe1Ps6H*AVRjW(sHixcXF2m!L(#<!E+N?~vmLA6
zRHzbv$?2AAkY<Ao)+#o#Q(B}_&F(G&H8pFRKYcLI>y4FO(nw~;HAg1~`AxK?z%R4-
z8@6#4UXdtavp{#Ya1%i#pbUN<Mtw#f6DY%<>RnM;$1tNf6gex8Oi@{7T31I2e<C+R
zfbQsrO>24avSL%-6;&Sr6fcgND+|tgEYI)=5s})v5>BKGm9q@cOHMAF(uILhr(6@V
zv9yRrGMu^3uE(-6|L9Tk55KCVYZ1JB8-sD>4WD*ZqqlLNytX^pig(@nC}?~qAif`<
zd2_f@vq2qd&Hz<t8uorIVJnz23gIaG4w~H+YT2tP+vr#=NUiU+ptz78veB0U=61<z
zy25K}8p8;&{PI995kSwD*z&uY$+&K+MeBWT;?;3I$j1zY^NH65Ac;sf=(FJUN^53V
z6H5i3TGDBD@3|$>6je+hv7J8S#7D=8mZ*;XFlHJm*!U#;F*(*S<N#XVjxLd#Z!I8)
zaHMM_S*)ukqKUiq6^8bxD<Sd`aE8IeHa<9meNCdBkr0vm!a();qMd&sTppf#EJ?iE
z1FTp|R)ci|5?&+xCZCa7Z7}1DG=u|<gr5ehfv;f#tS`iy%Q}Tb>agPSJFXmJhON@R
zkoFHPyvPxSBQrsW)u@dKkGbMvs-@G1yTMb7-Lk>M)hEG^2Ok&4X|rWSow)qo&X8rJ
z^fZOhC%5{B9pW=xLEKVMGDD+;BhUPUUQc}mK%a*UfcsYjRb&^AX%cG6XGmxI^>ep;
z@okM)$?(cuVQ5?$Q$Y9{#Jaw0F?Yua1N=maXSyjz3y5g{D+7QtH)~fLQb$+Ud)$Qk
z%{OBK0Rwd9{bB!AA8aOHDf9DLj2!L|)VPY2wa-AphlI9;P&|DC_F8zm;^g$EI6^PT
zjgfcFYic6SVUN`@e&|EO7ZV*LU}yVUS_TCA*a0LEWR%Bf0z{tjgeKtd;_pmzDy(6r
zc*vAbfd@i;WiJAC)4lCxFFi**0tlM&_#43TW}Ju)0Aqt*+lMH-Bs(c4s0h6W)@t*k
z1W<<JAbdWvSoT0=u7RSfDxqDx3LKmcVgTUh9=IF4>$6k0Y4zi7q~f8sRbc?C8_ste
zIC|?mu{cfZr%Xw}(eQHflnMIIr}W!Idn=NaEU4_)%!mD;yM}%>3(mkN`xegFAk_6Y
z!B2TV`}2<aPHM_Qtm}1BGk0P-*3Lq)D%?-E`IbM0fb;O{8+SHEdF>t(<>teYzQc=s
zCybn1AjeMGWwK_ryq2B)O#K=Y`=uz)PRW?mJQ%#zuFmkzXyvC63~*z`ORP&iN<%Xk
zh%wNyno9~N<5?~-763~GYqVjDg7@RhkIU^D5A64sDA0B%ive<83VwDv`N@vMRglg?
zb9R|J{VCrHagaTMwoR<ejXlvK;qQ`*{8~t?m}J%@g5o8_P?#_TV-681bt5yRy`0~`
zW{J2Gi?J2GW@ehzG<%6Fh~KC*xm`Yjr9)Drf&4cJ>_)mgVi^o01Rn)-ftk9n;dKtC
z-i_{Bz1%dZ^+)Fi7WGaqPbQ{_SVLY*d#;Zo^7NlisAzlq61ge2Xj^}hAA`SY6&Cm_
zY|fH%z3y!fA|C-V4gE}RUoI}e*xw0?O}!4SHK{`yqPzhz%|X!H)B}-)h_T``!K7sY
z!ai}~!9Vnn5!VVxz|ZpBybt0;(-s`kU*3BYUfkev02gxid%pW&YhZ(qs}aPrz-?`T
z#Z>KRf_^5sgrX#tBu2i5^ow#W#~LeP=?vDZ;~`jqnL61;%Ti;GQui@Pv_7i93c~Gd
z8p1Y>hYCn@6VeS<9{$c@o@oYYc#iB8j?`s0viI!PZ4T`&9lt+kgpvwfWb<qM3KA+i
z|1{hGLQLQS(BPI;AE)h%24V0Jv_!yh%<?4w3C(er92~jFL~0~Ra=)}DNc(JEvgK=%
z$nO+sGQ4xjqTO=lppAB_W*<^OParY=NEpY+<$L@_h>u@!5{D@Z!4fm#W=H85E(%J0
zh}j0$2B8cF6>veJmln7IFA&RcDI*ZB2~AgCBn%xzSHrhH$izQ0lZDL;d$qKIJ=I{U
zkxiC*j_pgS!tuGAx4(VKE3}u60l3ufVUJcYTraws?pkh72KexOV-+xHaS3g}iqCfw
z4z<8uyQtV}<dSwX61R)-2qiH)cke{#az(!Q#RhYN%`W*)YXSCdo}rW?V=kW|nPgUB
zHq@DN#g=6wJq8&&1kXCno~F^h85`S92seFS&0xw^!VyA>1tv%#BK{D@CUPUPR@Gf`
zi1HM>_U>-_s|c+ASXyMyt}{~w4k@UTdpU*JuLs-8@jJ=^8Y_Xeu1p;n#9%z6J)81~
z|9~KvR47vEpxCQq#J5zATj3L$JlfQHRM{JWTgZM`On6{o_fQ1#dRj{^ODaYC<vOb9
z#{9cHio(wZU6v_(LW#Rey}oZUQ3xu?^4P|~tk_sN=(Qvx*xZi%G}Jp6HXa@3zjE|?
z(lzjqomAI4^yLPb$)PJoQ=d1b3Sa`ObwGcjhR0z*Iw+{8RjeXCEl6!h@nL&+?Pwcd
zMW)ENCE&xyeuv^^?;0Mk`h5efl=z(*Tej8MEQzC{z@V^iR>+tGt~Alvbmh(8K?oqh
z!iyKzOw?=y6jX>T3BTq+$T|bTA+vYSU;TFeo1;`W{IVD34u9x}IrJ6rKrk74{?Ydo
z5koeWqR-KB7F-)NRU-VK-YmQ9E-tGDT(3tP{6w)s{KW&~W_JGFXH(apSGw)*wU>h(
z?<ecY(9jk5h1*BmQdX!lz&;e_hbdkFQyf^_k(QE)Q1xX-$T@MS2s<*7dk7j6T^xhg
zZH`z`p}qI(eIO^%atBedV@SC5Kv1M~LTDuHkm<-WptP&%>5ZZj4Nme+o<HZHlNF7j
zbO9h|E}#*;`n;%7mToDMRi>l?9yUr?a*n@wVDZ7qn+t^?^>+y;2rQ-7yjPiXLyUrQ
z>b_XJc6hJh<r!yJecrxYZd|+qFkk42ThU}xC3T}+(K=<!h99bS6yFHT2G)2AQ@(;w
zLAI&D7gB{OGG6Rt(zQ63Gl7aQI?AJ^QeMEbOA21}u_OUU*-*U+x#snln&2K#S3it~
z5Xz?pAJuD02$_uD?$Ha1j*jzX#1zz8NF>HA=<r+9S@(znxv38z@%IAPOM+J2V6|ta
zuU)qrqt6K2>|oGaiaN?m|2`e&97Mz+BsgzND%-jaMkG~Y!W4Ccm+IRZ`1EHlSHU*?
zriCq`vev~w4|;<hRYK%FXn%pWCo7BzpN;WzyYTu-!=Z~1yu(-c)_{2YfkWMOpUmNE
zO^-|uhAD`d38c9DA-fp=$j|=L%+!<E_6)Z^5Zt+7GGlnjZiRNbaml&O3T?)O3t418
zC<pGa2`F@C95z=xmneyBBfyd9?HZGwnkQsi#okYN#!b@PE^Kv`jK-^n2R~-4ee13;
z9%dAc;<4gvnRyVvSpU&0_&PPmWHU&5FOdoFRZQw@Rr`89mCT4I?MSu|Qn0lk-LEF6
z=n#a+GH>>68vBFkR;*^r3?<&q&mlp6OWP~GcW`!DBYs%Ww_f%Z`$xsp-ek+xYJk|p
zHBsZ>Vb3Q|o$Sqy1DTwYM6HhHmqolDVl8%{qI_{?Wo2OOjik}W)CZTXt{31X?Tz(=
zvD3Kk8V4GnKS)9sU3^qGjFKfmvf*)G?@slu_3i{dRj!o=5*f`I&GEdv@k$i-m2h)^
zG&?G-f${8iW5z}>3ZQ))G*$nA&2tBqJwk+lta^vgp>%q=5G=cc!n&OrDwgd)Z9T0Q
zAg#%-Ar*#|ge|rb99x$Quda7+KcbIs$45wcbZH726yTw?@x>M0k;ueMdl6%}*#e0q
zNToLrCP3sC-cKH_rbei*%>lk!$3gJRf#Le41#-^N_I~}L-vI(LudIrM|FCKLEkS1@
zQ48FETt8;E^wFhld?(Gq{dFEcJsV{mDraYe9+DSYHBx(k992vt#~j<1^g@^seDn&5
z&<WZibNzcQ%&f?<y7Eha%!0nq0XwUpRmUj;LnpV0OkcPPzstiWnWkUi5?Ko_N$c#*
z-6oAKX4U1;g`AMJi>ejnb6_5*UT`)sLJhge5XYos?AHvx^exiCbKGilgZS+p2-@!@
zOedZcGv7PErJ-@^Ap{u?n5KgwbJ0ORc#EPrR4L!~V<aCk6FlMj+-n!3LI>bui|z4l
z@xh;$y}SDX8>4jEPZLkNA4YYmBY>dX*MInfNIZqDm-0jO(zzXUN~8gQDUH?PLr_vH
zy}$2mheXT4@2k<UWi`ze@CW2Y%V4eUGVmDYWNMn2$R1M#Y)hl0_F?elf(T)%U$z~y
z9<<Z^nC$*3f8*3wmU@ro4EUNRDy4_FEJu&t2+1}RP}sOu#7Ol-lB@+J+L*AqdJn|w
zucO;>07Q<U-JziyP!V!DSDL$`-IrZ|&nQ%inkJJ-IoF55O&g(+Qvip@dkPRCOe6T#
z4IOqzA?#eT<5<wDte(k#Gpw2y4p2!pj}zTF0&Ke!?0QB)Eb>Dm^%<sU*o5Z@4H~uJ
zc>*|UoD@j~83gS>V7m}5NPHon_lgT#U|c*`+7S6c00se+xf%xlWNK^U^h>_&A_o4<
zXUKHgG7q5Je(yWf!Z_Wd49pQ-kPfUt+0(%ROzLV)Dx*~s0GdjAN!@e2qqg?Kq3X2#
zP9a>X_`+`gRYz}e#I_>VM+N2-Iw-glpp*V9aTib20IQ(hT%rtRy}0SIhG}b&pzrNO
zCI(otX-8IYo}cTm)_}<K(pUKc#1{m=$`_h9Dn~#MO8^U2PkG7?ChyYZpnZSX3i?eT
z<z+Zgd4~hEJ>Nh{YZL*pwLv^AECG24CZfOEw%-Q&N8EE%1KP!Qffv`cLZ}F_McwwJ
z&i8MLw@~@B<VU7PLi@U`b1fH7h$kThFzxyKsn-UyL{Z8M@iu1aAiY)D-=NSAI{aff
zK?oHh0eY^007a|Ggj9@WbVgv4`AsjKcCGn%@z&5uP^MgQlE*b9BgO)D585X!;6MNa
z4Yg6clB@&2OpFkTi9q-|Eg&DIc~)f=(TWOT7p4pCW4TO}>!K1w8lGxc?3NgGWU`!U
zb$|3^uYK6WO$5d}p5jY<%7_>KwcOy9mT~5op;N1(6$pa9PZn^_b)bEN_r^R!SUqEK
zn<A)z>y4=!%YO}XCp1EQfY}TD2T^cY1{3FYp%?JA0=N*dh5q(q_JBNN#yK~oq=W8)
z3N`}$U>>kZl_#H70k*QNfwo9cUQ!jpbx9fZ%3I{9JlXh56x<W}7KGOV0YbPY$dfl3
zgm98NyHe5g34pp@EwJm^PVu`dOn^kBy933M<hdy1CTDUd9Q0BWRPi*0U*rvJub9pY
zkwT`A&z8uGA!C)yi-4#w_xpEGsbzq)5872gneV}F02OUeuLUtMV98<X`2j<D2uF>*
zBG0H_kN(SU249bUBo9hO9gK#bSeU3E1E%*<b#)5#apTl|t#;Mf!JGXq^ml>8pEo_z
zAd7-;@$R29rfaSgULx_9bY1O-%QMC89PX|F(X&T)eIm~fU&&^CwWxus4nNYQ6K=EE
z{zfra8PrfPpVM)n+t>G@V)D5&XpJIUd#A`e#xYk&vMA*qxXfa^)f)YQEMLD=tNigQ
zgHUj3_%!6?qZ|VmTGp(N1q$tE7(ln?Q`7H<P@hHsfT!wUiK3?8HA;@KC(j*~;@~O=
zV0A!$z{~a(eWULLi~TkCo!15<1Ghh-Z8P@0)P=>M`>N-negAZ$dn@Msfubz8e+fQC
zHb#YrcoF7pVH>(aIQ4sSbq2}jUJrucYcnSipaeqX=ULJGGx3kf8$a#z#hgK^Ne*5a
zv_oN*tkH63nPFs)u}c9pXJD}!{{fZOv3_(n#YqfHuuZHqYPX@0yA7YG_3B}v8_<<&
zcXj|Q-KCR?jeDZ&eGB#|iAU!}=hzKHhu0k*H^Eb>)%+Y*BD4VW(Q3A*G@ArIC9C}%
z!6Hu&)s)Ogsch1BR*YQxOxlxXx_6%yoA!$|Y|d2=><3@nSyC$%>I6k*GY8rE-Ps%g
z51yEdQ;hEYy~Q(q>`<AT<;An*f#v<epk*`2c`9aZa#?{ay1sG#@PWpM<;9KP`b7ax
zBlJ-ly!Hn_dGFU;&O@sMQ74WcGeHn$65WPYF2<|uP>AlZr$UxkA&<u#PR@Z(9{;bx
zu6MU>8;BeGXzU^QrC5t0rvBR2P!w<zw>8$*L7ZS~(tV&L${`|)E=9FTv8UJrZ4a<_
z+V&$wTe90?Hf)K<yW`#Qct_|6=&$d-AN>CJAAf$WKpGsp1pSQMm`Catg#P;O8aGp)
zR83jp`SFU-m-14YC%e4LZP_3&&zJWFgq2oJrq7w;l{Qbjhx8Sp3sg!;gnGh?*w<+P
zLQq_23l-0$%DJ+PSB5KH?P?3JMRkWl3$dc1l+fbOs!D2bvSj4OKHG*|7d+GCCJww&
zK*A&(C6kE6K{%RvA&I<Tgcrm2MD`OW@{JY#;<rwjgW~9!C<+cuGG3FLAR;tX{39nc
zV@g)I2$eOPqU864=2EjPGfLCjrdl)AY)aOkCD*dzcZ4cYtqIkl%sC_^^g|;xuK_GM
zNydb(6$5J@B^{c=)*PfcTd%p=UGuagl$WL0)}qGUCTI06u2p+2N{Jx|EfmYNFygHn
zQQ84YUVz)asl@sg?Tx4!@Y!;uZ)H=nDtAI*pp?~6(~5{zOTTM5a@*|n^uc!2mWNg>
z=NqPAfkNO19bVU^m3%oTbmdI>E*CJgRqWb<V9}D-HHb<_AR$xjdOx>Uf9w%DZ<Hkd
zIKqrH%1qY-S}<v<<Q=b4rqG00yCE{UeQ@%^j|vV`hziC>QJt1@EizWZ%LpCeKj#G|
zkFQ0oAt7wEVVRx%oUav!MBB2doh|hzSvN4KkeD@ni|($;vPJ`Y(-40eTC)q88;5DR
zW;_>V$>1+lj|kFjSe-Sc6>kb9(EXud3RL#~mX#3C4&}f#-eCqcX01QbnHzW3ch*_!
zhIH1M1O-0hpEJzK>0Xw(V={M4=6xpfj(Fkl77lOG$6IuGa}9@m>jqysqNO8R_KB7|
zq>gyglv-@d2SS(5AFdpSE63rg&*7@0eCPTvZ>2Kpf~yU@JuTt=%&}k&h4oo5Cj{$Q
zvDQosGl|virVNf?)-L6a3GXuj($2Gm!xIiq^zlT8$BmgPH@I{}(h<o%k=!A5#JTt=
z5MrowMrs^=<LH|{ebdoBxPAl!W2A>&&%UHQuQHj#N&11*R&n>SzbhBN;^jxKv5tE2
z+{ABxNZ+yzq%#OZx?@QKn{IY7-W0D7MmadW(~WY?w#6AFN|~;|HPAIXOTWeUAlARZ
zM6u`czRf9d5|e2ZK>1T8w_gEY@LD#?BnF$&=J)#LN;9l*+kCn5NP8g0q_k6s*u2`Z
z%=Mn4w>?&5de1QcVzAh;dUNWLwt8-QjV)T9mzN<idCR22OPu~O8Qb3b#2)Ff_Z~u>
zg*(pK3W?-~o}axS^pf9en+72e!cL_TDoi~Wgf3q@mi-)FBZ*IT20UkLj+AUtun99x
z0G47Q+2p<35*%zMeik{hr=4J9PT4>q_(7Y_4afRmu8m>#9%Z}9PE$A#q7%~$G5Ub!
z;0VL1;!Gm|KmO<6!FG@jih&;74amSBj0O?DWN?DtC;J`sFh+xHAP1W#c1H3hLxg=S
zG;DUVWlbqh{5U4>TgWyqMs+c&xIQW6C$<)Rl*!HeC!l>J^E2ZHkI#MzJU{dzFZQD_
z36dYZ;0Mq90Vq~LWa$6F!wfom-YZ@V&H0F-xBrlF9EUL}NDB)m3656TUQ#(&+cJ3L
zJq)KsB3R3O_AuO=Q*MW_VCsFz&;Jqz4dJZEw2<rw7KSnW<q$9Q5-gG<*c2K47&gW(
z?hqDC$2j+L42wMYv-xzoMcDlv!GdJ+g}y-&VgGPQ8+rjY1V^wjPTd{D;skrcBfNMz
zKDI$PiExVJ2yg5M$94%PaeS;tIQ8OVyM$A}uN!t+II*aPHUKTELXyC&3#{%7iOo!4
z78V*S@tGS}q6_TupZaN<2A&rr9!pam1>rc1adZQMMyWUD(X*$MvCk$GJ`KE>`8*gG
kp`T<)SorZI3B1gIW<yG?u_v*98cxGtJbd(MzI-wK4=K|49RL6T

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-reg.xml
new file mode 100644
index 00000000..fc408904
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-reg.xml
@@ -0,0 +1,110 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-009-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='107'/>
+         <instruction instr-id='107' subinstr-id='2'/>
+         <instruction instr-id='107' subinstr-id='4'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='353'/>
+         <instruction instr-id='353' subinstr-id='2'/>
+         <instruction instr-id='353' subinstr-id='4'/>
+         <instruction instr-id='353' subinstr-id='6'/>
+         <instruction instr-id='353' subinstr-id='8'/>
+         <instruction instr-id='353' subinstr-id='10'/>
+         <instruction instr-id='358'/>
+         <instruction instr-id='358' subinstr-id='2'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='367'/>
+         <instruction instr-id='367' subinstr-id='2'/>
+         <instruction instr-id='367' subinstr-id='4'/>
+         <instruction instr-id='367' subinstr-id='6'/>
+         <instruction instr-id='367' subinstr-id='8'/>
+         <instruction instr-id='371'/>
+         <instruction instr-id='371' subinstr-id='2'/>
+         <instruction instr-id='371' subinstr-id='4'/>
+         <instruction instr-id='371' subinstr-id='6'/>
+         <instruction instr-id='371' subinstr-id='8'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='414'/>
+         <instruction instr-id='414' subinstr-id='2'/>
+         <instruction instr-id='414' subinstr-id='4'/>
+         <instruction instr-id='418'/>
+         <instruction instr-id='418' subinstr-id='2'/>
+         <instruction instr-id='418' subinstr-id='4'/>
+         <instruction instr-id='418' subinstr-id='6'/>
+         <instruction instr-id='418' subinstr-id='8'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='458'/>
+         <instruction instr-id='458' subinstr-id='2'/>
+         <instruction instr-id='458' subinstr-id='4'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='466'/>
+         <instruction instr-id='466' subinstr-id='2'/>
+         <instruction instr-id='472'/>
+         <instruction instr-id='475'/>
+         <instruction instr-id='475' subinstr-id='2'/>
+         <instruction instr-id='475' subinstr-id='4'/>
+         <instruction instr-id='475' subinstr-id='6'/>
+         <instruction instr-id='475' subinstr-id='8'/>
+         <instruction instr-id='479'/>
+         <instruction instr-id='479' subinstr-id='2'/>
+         <instruction instr-id='479' subinstr-id='4'/>
+         <instruction instr-id='479' subinstr-id='6'/>
+         <instruction instr-id='479' subinstr-id='8'/>
+         <instruction instr-id='518'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='522' subinstr-id='4'/>
+         <instruction instr-id='526'/>
+         <instruction instr-id='526' subinstr-id='2'/>
+         <instruction instr-id='526' subinstr-id='4'/>
+         <instruction instr-id='526' subinstr-id='6'/>
+         <instruction instr-id='526' subinstr-id='8'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='562'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='565' subinstr-id='2'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='569' subinstr-id='2'/>
+         <instruction instr-id='569' subinstr-id='4'/>
+         <instruction instr-id='569' subinstr-id='6'/>
+         <instruction instr-id='575'/>
+         <instruction instr-id='575' subinstr-id='2'/>
+         <instruction instr-id='581'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='2'/>
+         <instruction instr-id='584' subinstr-id='4'/>
+         <instruction instr-id='584' subinstr-id='6'/>
+         <instruction instr-id='584' subinstr-id='8'/>
+         <instruction instr-id='588'/>
+         <instruction instr-id='588' subinstr-id='2'/>
+         <instruction instr-id='588' subinstr-id='4'/>
+         <instruction instr-id='588' subinstr-id='6'/>
+         <instruction instr-id='588' subinstr-id='8'/>
+         <instruction instr-id='626'/>
+         <instruction instr-id='630'/>
+         <instruction instr-id='632'/>
+         <instruction instr-id='632' subinstr-id='2'/>
+         <instruction instr-id='632' subinstr-id='4'/>
+         <instruction instr-id='632' subinstr-id='6'/>
+         <instruction instr-id='632' subinstr-id='8'/>
+         <instruction instr-id='632' subinstr-id='10'/>
+         <instruction instr-id='636'/>
+         <bounding-box x1='139' y1='295' x2='461' y2='527'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-str.xml
new file mode 100644
index 00000000..6bb1f8c0
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a-str.xml
@@ -0,0 +1,224 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-009-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell end-col="3" id="1" start-col="0" start-row="0">
+                <bounding-box x1="244" x2="356" y1="517" y2="527"/>
+                <content>Assignment Categories</content>
+                <instruction instr-id="107" subinstr-id="0"/>
+                <instruction instr-id="107" subinstr-id="2"/>
+                <instruction instr-id="107" subinstr-id="4"/>
+            </cell>
+            <cell end-col="1" id="1" start-col="0" start-row="1">
+                <bounding-box x1="164" x2="265" y1="505" y2="515"/>
+                <content>JASPERS Categories</content>
+                <instruction instr-id="148" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="2" start-row="1">
+                <bounding-box x1="347" x2="415" y1="505" y2="515"/>
+                <content>EV Categories</content>
+                <instruction instr-id="179" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="139" x2="180" y1="493" y2="503"/>
+                <content>Category</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="196" x2="246" y1="493" y2="503"/>
+                <content>Description</content>
+                <instruction instr-id="248" subinstr-id="0"/>
+                <instruction instr-id="248" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="302" x2="342" y1="493" y2="503"/>
+                <content>Category</content>
+                <instruction instr-id="278" subinstr-id="0"/>
+                <instruction instr-id="278" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="359" x2="409" y1="493" y2="503"/>
+                <content>Description</content>
+                <instruction instr-id="314" subinstr-id="0"/>
+                <instruction instr-id="314" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="139" x2="145" y1="481" y2="491"/>
+                <content>1</content>
+                <instruction instr-id="345" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="196" x2="283" y1="458" y2="491"/>
+                <content>Involvement “at the
+beginning of project
+preparation”</content>
+                <instruction instr-id="349" subinstr-id="-1"/>
+                <instruction instr-id="353" subinstr-id="0"/>
+                <instruction instr-id="353" subinstr-id="2"/>
+                <instruction instr-id="353" subinstr-id="4"/>
+                <instruction instr-id="353" subinstr-id="6"/>
+                <instruction instr-id="353" subinstr-id="8"/>
+                <instruction instr-id="353" subinstr-id="10"/>
+                <instruction instr-id="358" subinstr-id="0"/>
+                <instruction instr-id="358" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="302" x2="313" y1="481" y2="491"/>
+                <content>1a</content>
+                <instruction instr-id="364" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="359" x2="446" y1="470" y2="491"/>
+                <content>Influence on project
+concept</content>
+                <instruction instr-id="367" subinstr-id="0"/>
+                <instruction instr-id="367" subinstr-id="2"/>
+                <instruction instr-id="367" subinstr-id="4"/>
+                <instruction instr-id="367" subinstr-id="6"/>
+                <instruction instr-id="367" subinstr-id="8"/>
+                <instruction instr-id="371" subinstr-id="0"/>
+                <instruction instr-id="371" subinstr-id="2"/>
+                <instruction instr-id="371" subinstr-id="4"/>
+                <instruction instr-id="371" subinstr-id="6"/>
+                <instruction instr-id="371" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="302" x2="313" y1="446" y2="456"/>
+                <content>1b</content>
+                <instruction instr-id="410" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="359" x2="461" y1="423" y2="456"/>
+                <content>No influence on project
+concept (presentation
+only)</content>
+                <instruction instr-id="414" subinstr-id="0"/>
+                <instruction instr-id="414" subinstr-id="2"/>
+                <instruction instr-id="414" subinstr-id="4"/>
+                <instruction instr-id="418" subinstr-id="0"/>
+                <instruction instr-id="418" subinstr-id="2"/>
+                <instruction instr-id="418" subinstr-id="4"/>
+                <instruction instr-id="418" subinstr-id="6"/>
+                <instruction instr-id="418" subinstr-id="8"/>
+                <instruction instr-id="424" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="139" x2="145" y1="411" y2="421"/>
+                <content>2</content>
+                <instruction instr-id="455" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="196" x2="284" y1="388" y2="421"/>
+                <content>Involvement “during
+the feasibility study
+preparation”</content>
+                <instruction instr-id="458" subinstr-id="0"/>
+                <instruction instr-id="458" subinstr-id="2"/>
+                <instruction instr-id="458" subinstr-id="4"/>
+                <instruction instr-id="461" subinstr-id="-1"/>
+                <instruction instr-id="466" subinstr-id="0"/>
+                <instruction instr-id="466" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="302" x2="313" y1="411" y2="421"/>
+                <content>2a</content>
+                <instruction instr-id="472" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="359" x2="446" y1="400" y2="421"/>
+                <content>Influence on project
+concept</content>
+                <instruction instr-id="475" subinstr-id="0"/>
+                <instruction instr-id="475" subinstr-id="2"/>
+                <instruction instr-id="475" subinstr-id="4"/>
+                <instruction instr-id="475" subinstr-id="6"/>
+                <instruction instr-id="475" subinstr-id="8"/>
+                <instruction instr-id="479" subinstr-id="0"/>
+                <instruction instr-id="479" subinstr-id="2"/>
+                <instruction instr-id="479" subinstr-id="4"/>
+                <instruction instr-id="479" subinstr-id="6"/>
+                <instruction instr-id="479" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="302" x2="313" y1="376" y2="386"/>
+                <content>2b</content>
+                <instruction instr-id="518" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="359" x2="461" y1="353" y2="386"/>
+                <content>No influence on project
+concept (presentation
+only)</content>
+                <instruction instr-id="522" subinstr-id="0"/>
+                <instruction instr-id="522" subinstr-id="2"/>
+                <instruction instr-id="522" subinstr-id="4"/>
+                <instruction instr-id="526" subinstr-id="0"/>
+                <instruction instr-id="526" subinstr-id="2"/>
+                <instruction instr-id="526" subinstr-id="4"/>
+                <instruction instr-id="526" subinstr-id="6"/>
+                <instruction instr-id="526" subinstr-id="8"/>
+                <instruction instr-id="531" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="139" x2="145" y1="341" y2="351"/>
+                <content>3</content>
+                <instruction instr-id="562" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="196" x2="277" y1="318" y2="351"/>
+                <content>Involvement “after
+draft application is
+prepared”</content>
+                <instruction instr-id="565" subinstr-id="0"/>
+                <instruction instr-id="565" subinstr-id="2"/>
+                <instruction instr-id="569" subinstr-id="0"/>
+                <instruction instr-id="569" subinstr-id="2"/>
+                <instruction instr-id="569" subinstr-id="4"/>
+                <instruction instr-id="569" subinstr-id="6"/>
+                <instruction instr-id="575" subinstr-id="0"/>
+                <instruction instr-id="575" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="302" x2="313" y1="341" y2="351"/>
+                <content>3a</content>
+                <instruction instr-id="581" subinstr-id="-1"/>
+            </cell>
+            
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="359" x2="446" y1="330" y2="351"/>
+                <content>Influence on project
+concept</content>
+                <instruction instr-id="584" subinstr-id="0"/>
+                <instruction instr-id="584" subinstr-id="2"/>
+                <instruction instr-id="584" subinstr-id="4"/>
+                <instruction instr-id="584" subinstr-id="6"/>
+                <instruction instr-id="584" subinstr-id="8"/>
+                <instruction instr-id="588" subinstr-id="0"/>
+                <instruction instr-id="588" subinstr-id="2"/>
+                <instruction instr-id="588" subinstr-id="4"/>
+                <instruction instr-id="588" subinstr-id="6"/>
+                <instruction instr-id="588" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="302" x2="313" y1="306" y2="317"/>
+                <content>3b</content>
+                <instruction instr-id="626" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="359" x2="441" y1="295" y2="317"/>
+                <content>Other presentation
+issues</content>
+                <instruction instr-id="630" subinstr-id="-1"/>
+                <instruction instr-id="632" subinstr-id="0"/>
+                <instruction instr-id="632" subinstr-id="2"/>
+                <instruction instr-id="632" subinstr-id="4"/>
+                <instruction instr-id="632" subinstr-id="6"/>
+                <instruction instr-id="632" subinstr-id="8"/>
+                <instruction instr-id="632" subinstr-id="10"/>
+                <instruction instr-id="636" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..049449c3863c649ed96c02d8f8eac149a2d42157
GIT binary patch
literal 39525
zcmaHSW3VVqvhB8Qoo(B;ZQHiZvu)e9ZQHi(v+Z}jnLGE*j~B0_qpLbAE3-0URm55y
z)g<!5qBIP&%upl;hqH@N%=q;9c7~StP~6;5bV>sFrUuqdCQx*C_W$WAd)S-c(}}n{
zizzu9IR71zlb69~_^0`ghms6FJuN*W6fZB7iLLR!g0cR0R9So`C^}IKYiAQjd^%C<
zzd?jejO>j6h7$P4X8YHGPbX~RYGGueC?*I+Cv9SD=4_77$il()PfRCgM-u}ZDD$1H
z6gOq%RkYCAZa2^TY5E0B&qP{!|3_N<Umyw?reGKo0D~|x)?sD*!ib1~B5`^CfQ9+u
zRbhq%<YoHs;t2AF^buuc#-b~d-X0#e$Hy<D-MbrRw@xqXUb)S*0K{^5v~-{;K=|oo
zd*Ghzi)z7QbM;>UVDA2aB>?mq=jA;DH~sv?bZqFJ9b=H6kvlMe;-5VxXXkRIK|gW}
zRmwd80AqSXC)To@QbTWqvJ)sp5!XzFB_qTUn4;n7bdvHzj)pN>N5#25XzL17SH`$n
zLkC$(>*Ll8FJbOpA#p^8Lt;aqnA)->VRn(~OcH5RsP|e9){LR)Z~zg+Ezs;$?ueOT
zX+!XE&WQJp0QN;~bnGY4X!Z>t2SV*dMWzq!4);JEv{JFQmNwIQUXF~3>_7qee2K|p
zM~&yS6yxR6x~u?^X5ZA94mRfngjyMzTAElHnCZR>Wj`ISY$P|=gxyfDTTEdqFQM19
zpNba%`cn~>jhFCRQ@#M4EkO8gKk%6+1OUV$K32W=!ye`b9^vQ^iZ)TvOiWDCZ8$0M
zZF#+yew?4MKKDFC_pZIEp*IuZCQykW&JNq^6cQAIygWR~;|FuFKioq<?02;f>R4mp
z$9Eju3c_XP6K!4W3Y{L-HU60cg-#wn<>5c{S8|$JR`KLdxd1E^5aQc;Ku4#%{sjnt
zNFMTAPrDx{LGYjlndl{)_3SUXpkE&~_TjJbGtnP7r$`vmW{_`~kyZy*kaPY3#DJ({
zz^HkE&H)7Uz^Z*{>_BXFK(7J%2yiPvXkp;v{_u<fv}-U>{D^Cy&w-Niz!w5U=741U
z;Owxp{*!y0ZICzq;QAm@L8tm)U4Rb=AO-}C!U0DFD&o+L{!{p1#_;U|yz=-ca3Vqu
z2=GXP?Q>{l5R}1``I=>j?`WK$I{r0+z;it2C>epi!8?Nx(t+i5j8(AMgD`85&mlqk
zEcQ5AV5fa=cd~6jH9@ic*LR?=oZjHL0l9;X5d2{funIyjh+qeSuLOwV)B|Fy_`%{F
zilI&TI^uMW(3k=x@owZW5rGATFbXZ?a>@`9!IDBY{HTSL3StV^Ww=W;OXQYdPmnUA
zRQa%Ttmbr&l+HMu$U6SCVr+SvbE$J~bBAYa7%(9r^Zn`u+zk6^AXA*u3?~33s7|;{
z{+NSPhV|+mRe&pSm!T$xpld)^zE=!a99Q_RI3H+YL*)lk_BU-1IPj^VRHH2WGY4P}
z$ZZ~7D7w&gK`(=i_v^1n-aI|fe!zS&xn$zV&JeD@^#y?pnDPVX1lxq&#oa}Sk(R?(
zh5!gt+rrfaxMjNpaY%ZI#^W9(Xp6)X;+hhje>>+m$38|#lUgPI8b>q+^dM`G_m2Ne
z`&11iG$7t5=}%cBS0I_EWgx#7M4~GvIVWycWfW`B{!?@WJ8nVImDG|HiK1i~q@27&
zQEpJKVG+?(-jwUy;9T#V_^5I&fms#R5|s&~MXGmFHzktJ03|q|*Cwx?M3dw>K{COP
zDzu#MseoK2vSe5GwS=jGxo*;s-=NW;(qLvRW)2~fc_JcJkUS?l7h-;!N>1mXIiS&C
zBr%!LPvYbl;TYqH(=OPq+Ro*8dwl-K_D}eq&SS14Jc>M&M^qpbMpQUTZN)UzBFYWQ
z1{7#iIr1H~z~skdpyU;bU#b^M87is@&+@V=JGI^l9-6@=2W1I)iY1P!CX&eombDWq
zG)g?B?@_c;ZUtoXRA)Som@FhLaxD3p)tbE<T^%u=VV*gjmG4BbfnY*Js)f>pT1KKu
zDvN4NYK<BXJ!ra-`KYzca+PXUvRYzX(q5Uaq0dDzSuv@yF|v&_LOKmKLADvT**7*k
zQMf{M3b+0{GCu0Nf_%EYl0PAU*7_EGEbRL9btv6So)mT#+Y1Il3HgZzAqI{6Wr)*b
zqvW$?gJ;3@B@VyuZ4Y%1<w(&;B}ku0;iXNa)zVJVUDLlUOYBA%D;Ya&WLe$VcFlJz
zz8%y18D|=TCT}$5sl91hG@P}(o0=Mqv|7|<H7qnmv{bZUnaW`NL>UevST;7+Jqw>K
zF5OsDSb;K;S$o&8Hb^&E*JWu}HD)w)d%dS*w__~Stk?|YT4P)IjQI}oPWqh7oZJt}
z_QzbU?X&C`oFwfzPaX%>hthAiPPk7E4;yxlyQmH>_BGEoZb=W(4ph&d*L1ddX1dpX
zMg|9rvPV7Sno3(wZD$SWOz2Y73RkC~Dp4=h9^DhWg1V@>b6?Ls?tD7D4R%p`yu9&h
zmNdt;*7w0byFQ;^dH$^4%RT(?0wC|<$)nye&oR@p)v<*kp`b3IJd&<)v=P4wgxQAC
z7jY>wGBY+YIMYtCR54o{C*M~*Rn~-3{dOAUBC12oM}$RetlU<;)#1UlK-56sXc9G(
zS;?rhLR}%P=0PUG9FF3|jE;eew2k=gdo)^MFf-~htS~ZFr>*j-I<*#a#q^3W8l^av
z9@-dA8Ic`XAHELHjBpF1i_Jahu%~LLL*_=dL^?tGLW(7(B@QNOCOu3jOq9Dfb`S5$
zK}k-kN(xX8S_)i>XU=TuwqWwM^A+Mu>LKk`;z#|Geu8uf)(S4fe8yD4v||!tk~5Vs
zyKi`JcxrSrmOE-Y_3nmij%lvpQloKmx;gVKeQL(egJr<(V6(KI+GXz<H(H#Z{yiO@
z={LqSPBrb-O=2yj*5mkH@>ySvtCa~&4D|{+xM|(GY%OMUYJ0nD&|~xyBNu!%U?oB-
zax8)up)tJL!}wKkP#K(E&-EciEd_ToaCLBvwQ*hdVP5WRA$z`tyUTNJ^4KuYu<BL#
ztV^S(s@oV_C)Z|IG*DXL)O+%+^TDS)qPA1+SYuhOTCt<R<L2+9f0uXIpMrIqQIPQx
z+7^1V;<?naYO$J(H-a<6{@KLa)bnCBvKkEw1uFuJ7kd{Ig#*jIv1q=$wpO&Hya2-n
zomm<qg4_8PeaV(h6GGEm-Lz70xYu^~+GtnU`-^kmr{IJ5(0I~Kb62HRVFPM2|M}`U
zJ?1qge&%i_K#5A$#ckcS*~jkjD}K?kv~p%Fhk`?jJ=4#1Uwfu~{h|D{lx|1|<1*&L
z*WO`yc#{W^=PR{~PN)6K_sy_Y>9(E9RZUi}x!v;u>rivlW%Bac2hGQZPyKUl#cqAq
zckn{=ROT{M2Y3>E296U(x9!;T@{djJ=IU)#7ZW`Sqq7^kqx%u<$IVf9kr&;q*;cM!
z-8sR#!9G#B*l}z!?&??Bi_vA+@mRXT>U<BGfE;dA{YcJF()VKM{b%V>=`nHza&)3;
zVrl7CsV%S8m-VN|#lzcqU~aKrjc@+PL8l&$-+8763)6SPkK_L8f!d$im@eJt4zCrz
z=ljefwg;zRyW?G4pHcVK58kV<A@39LtI&v8PrOcE4?oYgxURapOaNejm){Q`{}9lB
z^F{ps<)SSA!$q~|B!q+n4V+Aj@&BQxiaP)6!T#TD_5Vp!|A&&YF#n6?{x2iF>gSR>
z0002c=l3QE2WDX0JHUseO~cQ?_%$rEO>Y1+Fw_^wFa!v0h!I7siQ0^>j~Yi9+kgOu
ztHN)IDpCf;OBtpfrF6PO^Fnv?p-zo9NS`ikYHC{2+nYOWN=HqN5-C!wxW2qhk}Ub;
z$rFe_ZoF{%5FHg&RaG@LGgGl_8Ng4^&CN|ufA{>17CHRt{e5;;CQf{Db+u&9?BwLc
z!^0z5SYKEeG<iHTI~zHCaDIMXUtizfF8~+1xV?RC&)%g=7dx7nm6bGkEF>g^jEt;W
z$&xH-(Y$eeeeKK%3(z++0~b+%j*gz1n%ddfxo+)hXGfPhxqkiZ&D;BTnR!Sk%>oKZ
z>((Vm*yPa*k7zQBYHDiW;NZ+1!3-FKYtX?1`}+hz>kKfRJw0Fo2&4CznVFlLTBVEO
zaS#$UiNqex&ccM3Zf<V0sh8j1xTN}l>O>F&*RIHSn&rxY_7J0L4(3n$`~8Ra{^Vf=
zljLpMw5hSNu>tG|vDgQGfFY8_Kmv1zhlk_i<BN-nf9rdAaB9}9Ubdv8qx0?kd3t)f
zy1M%M;z5AuqyN0WM}z^peDW-uXXoSl`TT?l7MwO^!h!Si@ev_J9Etfm@%HxCoO#2x
z)$i}+>ub%LDO;*Uj`BBwV7@$Q;?wi9t*xyjal-KMaB*>QPft&IIYr{QalJYWSde6~
z;n&M79v~P1(JZdw{|kz2{}+n3#wPB6k@ycd75_>d7W{ue_+OZ0p#N`B${N_1;FF7+
z7#N#4irU%zRZSF7bpKXnazbKIbSh2;W+wmEaPoh9BGx80CbrK1BkEiXo&Tlb#6|y+
zQ*=Uq<&?9XqlB%g-M=0F$AC}%{R1EXU<BX@U<Y6bU;y9@fDa%KAPgW1AoKUl3c%#=
z2tEJ@04)Ih-`4c6*FW!S|7wl@u1D!Vi3A*--RvB#{>k?5`#-Xf<G*YAyKpD`f0e2D
ze`}Eu{%6X6{27@3d&2*3XEHKzF#J`S|K6tz_)N@<EUf=T`roaZ<q7Gnr1JdJ{z4<s
z*d(!0WRXEi2Ma581_at6e-5mPU}X}DMqy(C9UMUo3L-4N4rQ{82qL<^WPmIq)h};f
zHaQj+be1>M7F8DXp*)XwK+gP@{gFUO|NWi2`;(gLG^;by{j%lMd%E?p00aoY^Xea@
zKr~wN(p`5KpAQhDqRy3Xsd}8{#&e4bK>Y$72VaRclZt!wB#dYMfxxfMWi#`r0q@NB
zO60E|ZSwQ@fhM=PE3Xv(RsXfKvXL=yf!^At3RJZd;{&#2DDp_YtOd})PVH8i&Eglo
zzk^p%mj#<Q-f8Ema(ukn+zpUo-G5)CksNsfahs^I=7%^T^`bUY5ssU)05Eq41Mu>m
zwf^*=VE4&vt$*!wvOJ}6x6pYFkn#p_fsqf36lXo)E56604+`NE@JMplkC{)W!FBj(
zb@fXhWdI(>pU4;tCt&dosXeMYCkS~C$}hy7+<(-7f*UFte}K431Kj8ivF=+T0l_lZ
zc`fq&D%gpf3o%6iTRn{B5tTZ0c?<Na8H*+xCddF~DkS>oW)3I~2K_BL4%BV%i$3&K
zkR)FwUrbQ0f6+eh!>J6pNk53vdnULC^&9scL9u>Rbqx@GoJe7me?-HZ{0(F(C|es-
zPH<7EHxG=~9l&KTA7duo^<sG5Y7g3wM5;ZXeIk*-?+i7mK?rkcK-Qe-Yux?<i8M4q
z=(I1;iF!c6jUO6klnj8b??aeO8;%FH0|s&qTXfG;b02nL29ygs@XeeJuzCsEvCf3`
z6LF?5b4W(Fs1Y=KPAx8&B)^pa?!C`_$(8T<GwV}0b-yvoD;W<B3uxXvH8j0>U+xaF
zKHixzK{}7;+`1z&6WlVZ9-eoZ9{9TZm)K93`?y0z;b}YB+u$b)1I4QYIhNZHaBnEt
zo=CxHvSd+C75;64-$H&<)_0EY1kVKC(N9IikcwP@MjayDpxlsf!??NQU&$jSLFAEk
zg?~Dhc_hV|7E|c*$W@b)IoaI@-)}~(H(QIc0&zJ^7evyp7H9|R2lWJ79WWmj3by1+
zbv2Nj?f-Cx%Zt9RM2J8WJ|ad)%b3F*Hp|!$e?<g7Ca@6E*d@VBq8E=h7JGyR>Mfih
zuEUIp$CfRImlwM*dhX%9Q}k27=X9^lczXQq<e^Q$hTUv=)UxLk_3^v){`3uDqrJ9H
zW{n010S=lDGF2qoG8k*gul?KDtac_g5J4Mz3(Xp`C4?7{=_Vhxdha*)QV&vYdfV<M
zg2QY-Xo1k?x;PzU*j9831sT)0b^`=Wd&Cv7990LOlx%+Tw`h-0_R~_$S(fO>B7rk8
zuaY@zwp8n!m^qbC>i0l7I}Q3^db{qHeN9y5{)tm$yG>T^2lNa4jnWOJ+pk=N+Wl;A
z#@qewPy3!My}sLn-o0J~Qs`Rf+;A+1lr~YAu-!_qGO%*da?#2O<xG`P6}w6*glxJ&
z26tTB_qf=0u$nk7uuOB(T>jlWJN%r<{0yp+FlA5ws$%$f)eRYSVz?sUaUT2hm%M7d
z;?8pw&NwPk5o7A9BA<c6aEDI<V~@|tx&GXN=I#I@IwTik%rDs`0cgOCAgAx}$-VBa
z%R64T__EjTJHT3k`=X$mQ&9pa-92zflDz}mP_y>-BLa3&Xod|PB|CncT_HFFZ49yZ
z1V1N&y)&M$0_vOGI;4xU-F)CLcN%WdinsGRNXBu+SD<fy-Fc-py(^N8aVuxAU11{$
zD*12x8ro22qAUdPN^#6qrO%iiaOgem+JM+LGx?8)M~#}aUg{`<<}*O}eylWXOaEa(
z$R9PvU+j#4im$N@9W=-9e`t>;87ibl(p+)6J7Ev|^lLDzs=~555z!AB1h0n7xJDpx
z5t)H~ya`3?+459y#DM8_!bmY(0A5#*`-6@@1>BBcr>4heE_Ue}?Q)|Yo0fKVba}j-
zUy7Wa$U2EjiN<rxrRqksrX1=?3kgUyYZomGmM9hWI3)Aj^1al9k6x5tJz_s*xRf;3
zb;41T*;JHYNvg11E2H!(<cEs1NKBHlTr-PsQj+Y%k%E%IJ<7X_1zV5!)b>(<j2F(3
zrtGNgQzgIQNc5_XTFE_lPIPFm@KH6bpo#g)<Dk9<(N<VdRZ;frr!}YLU*@o6EbYu!
z%o!?&v-oy+O4Enn2_-{D&`(&E<S!K{dZ%^d&*bdU>0v*$B@IlP{g%!W1_FgsE18>H
zb786-<(`7P!uUoi!}{b+uzJ~-Y86Z3P3xBXJj>hNycR?LesolIcUiu<m>4JVt!YS_
zHh4Vf0{wm^Nv-NdbFg2WOBl)2LT)b+yo3oy&CI|e`N^3lVQcMB*VK$K($~vitSYd;
zknIMHR%ccnSU<a1K;qMgR+6+Pu~ylCT5f~ZkQtU9$2-P7sIke=2+%UJ`ZJg|T!WS=
z!;AQiVI8cv*oM?PnVWk?TTNZZHY%`~HY|p0OtHU`va~Y|X0%o}J<kvyCF|!@aw3|U
zpfsdWV?G5tiBuBr1p+icry@}%5stl@G@X!PZC)`U%J7+lbah-i@+*Bm7E5#9c+BLf
zs#i~(p{=+C4-j$h=5@82B{?38Vfc=yj(Tt$w#>jwZRhss-RsE^K>>D{N8}ec#qoD}
zH#%6^CeJ87fzU%gd6SKag)L{s?y(_u7cc&xGWDxZq11p0WC>}Df7T7n(<0Q$!p^cG
z?yRP_4h>s}S{vecbsue*Y43*9A+}N75ZcPgd-(Csyf(5e9o8i+7Eie_rFBKvT8sG>
zO|iY#b99UN3?5h0Z>geq9GRmeRgmK&?13uzf`<o+S5#DaHE?B1;bKLhA_HHc;q3h;
z<wM6WIxbMbR1Lb|uML`l624V0D~~;zW38n{7Kbu=Tw0MsQWh2qTMMDGU@{y;gD`gt
zwS$C^cLQ!uQz&2H{AX*?;&5L~8P+67{O<vk_yd~2@OW<uUkpwqFZe<J)g|UB8d$3e
z^9q>X-b&jE{oBrgJ;HjH8A|H&pjrH7Ha-P@YaxnFDm3FVCSDa-C|%$o6`MgE{nAgj
zNjg2}LTr)ol&;?*V{$)WO0S;uMA7mj{lEht<OI?5;kbdtQEkL=Z)W<q6SxC^^p9++
z=q6&tI>M4dnE}Vq%Be&vgs~<k$h`ueh8a%k98h%O6PIMuXrv)r4!k#iGtt9Zpr5?l
z|NI6vgqs@pqqKI*3?DaaTsO;lk6=CeK3d-mb?Hh#*Z)U%N^Zm#Gu}JNlBh=rUks_f
zhb*R%w_)dIE0W&77Tzb&iei}IR!}p@DN2wRrX0e=FdkmOlGse2h68yc^m@#IWM+5l
zA|8tHQx?aJrRCJ9*H&FO+ync9fG}3Tk>DwBmLD!UNNH@*;R|{2Qj`<8*?O97<@dXo
z^Sd0>rMffIeij{myM^o-(~$z(xhq$7SG1^o`ks((Xi^w+Moy5%=QjVGF4yl_f1@HW
zeb;x0bGRO?n|?+Co>8dky2Rx82-FIAmp`$CxHnM7Mw>_u*fqerwCmAPy1~xxbmFK=
z`Wy$90Hb#N8^K1t<$L*9Bm18gV@z+eC@|Fm8~#o{t0rWo*wk!$Ju&_5HI<kl@crsV
z`)zc*MIULr?0%e$9Gh;81Zjg;A&iNb20mSaZLT2_E1^%L^@@b-TQ5|hKIDyv*Y6CD
zxZ_jKXM~_;hyyKZ4p|_?h!l_%u;)xgKH@Io?c%dUPkrrxr^hH=gr*p*sNVRjznRR1
zmSp;^-C;YEzF<D4cE;4LaZ_JmmPE#eM~uG*=p#Fr-J++xBMeF+sa|W0+Q@brT^KjF
z_RhRM+32&*^Iq`{D<heDg|gH6tP2kfX#Qk}9VWvxO83&vTn*HftbzCt4m{XuT7?`C
zjom-({_209pxrTv#O^}N8DO9qD#uWI?#ur4ZcFsSDEX6`?|%ttAqcjz?<v0`*Biia
z;W{?djT3(StM&dmO8GV}U68BhfqvuRmphORXR2Q)>BB9806WgRB*32x`!rgmKR^9;
zWDB^qMp^UIHb1>jKj;OwP@xQ_xNtr+UC2=Tp120Q`R^gd_!2rems)Y&;@wNS4LUkv
zKo$4;2!J*C(<dflsK#Rln+|?c7^m~-b-rD9kXa|J1DxO4b6!K>yzg*T3hDU?wu5OQ
zPV;UCBt)#de>m9o&(Nl}V~S~af>$>=BHs|DIpQPF{Op9!6o1zceuc4nCj34fGrZT}
zz@rx>s)jsdd7Omx?g5h{(%TK5-L%(q!{&8qJ^bTZlSPBE+xdy|q`unhi-xBWWyFv$
z%z<Xsab$PO_GDKOiZDtImm4I3*ee@@5UH0d>Wz0ufAcaVFOGw@LDv!jXJ0Z0SWkEI
z6GQy_`LF|hn_Wptuz$>Bqw$g&b~UKw5(kyhK$SR$r+6q6Z%^SECp+&9orD*BGT5r^
z76Ta7=SA2X;X2%N^&ZvyA-fK6HNKCffX|R;!PpepgbtwUN?YHIuod-sYNjB%F5v^<
z7P`ug6eIb85RbIrrk29Ry@YY*;&*tR+$Y%kpF@U~79o~Rsus8s_)V`Tpt;Iv46>a7
z-dEagHTod1<7aZ#ID_6m=#^GD|8+qXP|Bez9`eDF&C194ew6xAr3jj&Z+CQqSHqS*
z1`(zxg&XAEK3fBBX<@vL%0K<O4&3iqm~eX-az?%P(&$%aN;8+$_H^&7no%-V3@849
zKN9&?TL#**gi)8`S@1T_7*&DrHtMBS-Tv^SYoaH7TLgFXQDIsPaE%{Bs^$mX^5iT1
zqE(yZ`dLFBt47<DkGn9B+b(OnnBklLPPK!cD{Q&jCTqU}-XbMK)aOgLfcfVGww3IC
zZ>ZKLw?VBCM}wBN=HV&{P-i!#s9QkJBE>q>v-0~zJ+W%zWu+J6|HO+DCKK6+BAr`g
zY$;wd!>%kO+M{`KT0naj-|_YFvWzihH<+D;^)w72$=&=)8#Hch+7vRGZTY2c9B#Hq
zlx7rewhT5^Kh#(R=tO<L)r#=<sXRM`BgLIK!7z$6JLZr!NX+lXvs>NCWM%v-9&B_D
zd~OgA0Mh~mNe)jR{&R|H+jn=NGL?znZDJ><JFAEFfJ?;ND9jG;ei>nx@xThdhx;H?
z&|CMQ5ji*L)%bu*qG29|m#}q5aVoxg$SvhH20@SK-Xn}I__YHuSGeH_z@<5AOj$jD
zAO;S1L2cg+<^ns2vtzD+Ry}5jU`EFtm!c@i7$qTLZ~zi+Br*1R0zP%o@nZ(po6HB3
zt0!vnj!|3qz#&LC1ghvk9A`*BBUU+PDdzE)B7}tSxv{c$W5S4jMoiLQYZJ~n7qNoE
zDHkzRBM~KUDR~O6f+sQ6eCoXcUsy+(lq};KtnOg;mMK@bLtK1JT##wNaG*IO=JE)@
zJl>DQ&u#7_0t<VDZ9yghB%7hsZ#&yJj&V%<O)YM+?4ao*2K&1(&IDlGgg|cWi)2T?
zx=PGja92+Zk6pA6kSnysgY#=^qWP*-htt_-shQd<z=(CaYqD&=L?CVphn^so&{(eB
zmRhHt6kK_uX$m=ie5*v1dE{s7)A+^+b70mhYX@4RtF{M%4|}t09g8wZHtF)w1e`;h
z!}Oyr<WZ_RIhTni_7exQ9-jy%I_l-zCytvbe$=jgYdYnYQl0drYk4r7TvYsKN4sTK
zm2k@<OaF@6iq?r@$BG2y@Cx>32^)E_N*Bv$&1$seu8azSU+54%)L!>T0qpaA7+k6l
zcal5&8j|aFRTyw#83Q_dvBweS^J@e}W4pSbB1$Ab%k?(^^Lw3jd$@w1C4}TyY(u%%
zG*D%NMxPoxguRwa-6Ye$ttp2!`E;=HUkS1C2~?Xo<G(JPfgl)acGAY&W0$d|r1~v2
z((I<$U>Q$fs9vLs2opU0zSQl;$=+H~qiOE(Bq^U>Ow#2QE#iONuFT4jkH8(<>-Iq2
za_Scnkhk#v2<>C2&cafX)6hW0K}O(+A9*DS4SCm&mH)zL;D}p_soR>V(}sE$YqyQc
z*H%U;B6p-vP>8^hOVf7pX&neWvE4>VcZa+{O@DVkH%)J(AWuvv7*qGQSB>Yex@W-r
z!50~_6+;ZwK_p<Uqat)QR1zlrq)fm?)Nm6r&Spdw^G&V~HF?By8$aU{#k~D_R$>~u
zBoPBoQI#>}J6CCgwu+<tyhLBo{OT!BSkhL(daIsQVrZ^Nxu3xDEAK4n(>tb(%K(@C
zjy@T$^2qDV!z4wIp|Z%KUPWnwNdiafpn{f+g~MB>yG&_c*-oq6E!)MgM!~Ma%d~P|
zv12x?KiRjgp=MP>%d~3a)=q~;iHfDPP#uh0$WI*nBww~fs6`F0Ss*|g%o2cd2k)qw
zMA~%62j{<}dAi&Z`t&4TN#bO8p|=vuHI$jZa@!P7bXn(DGsNaVuwc}0p63DSdO%;I
z1F+hU3cPE@<x^+z17vb%e_HvG!?UJ(oJ<CNdH{_0>>fdTdk~ZRo4CBLC6H!3cT=Tw
z84XPEdVhksYRV)T$4w}1`MAELtSoHL@8%~E0&k+LPfQM%q#<Z3^j&f0mK;lr0VOK(
zlYa%QGx;#T2L)YSPQ7b?C4t6Y4Z(nHhbVwJgyRKGx{$P)znM^O9ei2{+wS{Uh5PeY
zqW~C%vrZcVjtrwpka#3a-N(VM@$o1{!KVWf_z6F#kS0YtaRrcbC=N7`UpR1dM6WQu
z01Z?sxm(0@Kh-o`0+?#;zNN0&4o?V`$8fesT&%~Si}bs3TNJGk6e$Mse#cO=UMgrC
z7*fxpzP_;^(Jpn<zOw>-{W>kknNx#UHkl#<%f@PZnKnV@Y>+iWs=Y^&<nOpu7A%_}
zt6NtXHFgaR-TM4N`*X$9VyO^20>0k0xi^lG%0i%maEw1N9>qS4h8#vE@rUnb8NFj2
zYq#SMN4&HVC}48BKNPQL?M~M9@V{pwI)kC}g5AY`-^58MH<(HdpkY_5Y$74AcN33f
zAec3isv}P`K(_GeE>d)0tLXxBc4)0Qw)_T(A=a#>;8E{JzFa)JNkOUpLfMAYZ8FE}
zcrgFN^d+LoYQzB+8kJx#g#MVx9=={vbtoCSPe~fLJHOt~JS)bipMxR8!4ZYE*aeTN
zd!A_Ut3w@Eh|!C)OLi>jon4{=-06IqzO<A<Htcj-)^JImRyDd^SAyqG+tpy9(<=j+
zaVt$2IXh7uL>fjj5&1wljUSy-LaihqY4{mCZhh4-26=lNH-S3ikUHH5{PFg5U!0WS
zM`#ncvxViCm+$n2X#!J|^FkaDG3{IYWp3Q8D^Cb)^jh2`CA1XTePYh*om}aru2=G>
z#rG}S%It1?`FE-(!^LUtScwi^T?o@r@>}mNeJ%?=u9P4i<hDa@)*Loi9M=&a9m8zn
zRHR-)3$ai1G5q-tz*9>R8I7~f`vjnKu}^Yji>A1UcX6cVRD%hreJIYYmU(wKZ#Zq;
zv{VuFo&dB>gkHKhd`52bTyhL)IID%~#`)z!<@Pzpq*Qp*^s^;SHbdUDpxMx>@j`|(
zBZ1Q&08VPBghVv05aI<Gt(Zhlq)rJGMWtWm7Fe*vn$!}e<A(7?tTL8aqKOyh7WiMD
zoQ@ne2N}dKNfB!t^<IYUkLnyLBfe=(>ylM~oDwZ$Fpg7+3F3;buCo+gkHWpBvnUcG
z%1n(Xwz2p{RltaT=aOQWj8l4npHjcxenrn)?3fFOP;%BXWH1QjB%CJ-Ong58Bjyku
z^tik{-m>9O4l0^ZfimJ#=_+d+sNgdCUl(hwueu8kjeR?wO8#^lC91g0@@TOfeIjql
zg7*?sEd5TzG_v%LGz0ww4K*1WTjty;;c)j#w8&bG;d3Oeviw}kwc<<fx>G_>sSC&4
z^<-YxZtNTTTx@l-%^jtsqn@d!%v+4#UZ!T|*I;z8f>?aba)y@JR#?=DgwEZ72@(Ub
ztGI_n+z>3!sFc;oXN~BLHq4WjSm@_uwK!v<FSi)W2i7~RkOC&Q2sIQ5coWC6ZFI+L
zs#p#i0x-@E)mgYaW>RSB_K30vlQrb9#WX_3N)GI%Ycdn2K+PAc5$|4Bueah~C9Mz~
zyUss0Ty2LU$GKeB_VLU1F?H`u>1dbuee;E@wp(MP>G}v-z$}i#4RIzHH(hTv=$U?w
zJUYOiBElkXeHyVu0OsnXWJs8+(BhG)WH*Oz1$M-Do9ES7^MJ+__)7|y)8fys?NsKh
z3}tWJ!q?HGL?yBo7Mb_U=9!mX*lz^o!z)HLk=_3F>N?RLDXFFm;e@h%7KM&8j35OP
zOUUMiUYtt*)1`aTZb=fTE4%TD+=M4i8=TsMC1D~cO@JU2u>;viAoE-_VB^Xv^c=8t
zj7@kXq?5c6jIi!uHBP$vI=z(C#2mAT*?v0P=mE^jL_m{zjTCq7z_Jd&hMR&4t^+yQ
zO&>FAkF?0l9!{IL1TIs$iC-RS&jW8h*snyH4PLlZWg8o{FD1J3U#l^A?XHJ9his)J
zb<j`TXM0X>hZxO`CS+T9B7Uk)FVK_>7rxrZvq0^9xiLe)^a7)V)Lc{%wMQ;Tn6$^o
z0`I8Y88wgN;tU<{op;Xm={lm4fllKmLdH(^w%{H|0Egg#FNfTrfq3!B_HfMhvkb7f
z5ux)Sg~qXtgov=?z_7=40ER7;Zp2B0*6MIx2<=`?S4jgNwc3n(UGC(r<OJIYG3P#v
zjED^mQ$WBCF}c_*^>%QctL^QVJj0O5F9%&g68<wqjr2E9Daa>t95^(j!|cV_Win|&
zK#-qV(bguZ6EL|#o(|v}?zDl$y_4K&&%^;nqiM+-^cKR`9OCiSNfeprs`ngwFZv(2
zzIN<g<U1&;71uai=#U?|bQwVq2l`i#dxCh)L&tOcXG9tilO9n-Nt@F=qYAbJaqLMW
zk-$4}ZFB*?;cdKOi4S6_dt)A8-0K7CwkQi-Ch);TiK|woW@G&{{RtrZdc8ySn|-fy
z=v@ltVtx{VM%4vL`gP!fsaj=4Uq)v}b@=IVhIheMlys~M%^S@OwIa|8l-0>-BRe)d
zR0ie;ZENEv<B&#3m&z_16>A?;E|93<k>|h%g4YRYq7I#wnfol4ACEfsI@jO~teHXR
z2RNQS-abiJjxUp8ga{^K1qxbOBc6RynK;qSNV+NH)(%-3wQ1v#IU201lTpJ{A`>Tq
zn8uCp0ud}}>cq`ya}vp~SXTN9i{^de6-cA2I%|z}Cf{-C=+8afulva0skA)q_Uj9s
z6K9|UiCj4pd{{8ucrajkybWI-e}wPqZ)p=X86P$=t=4q4g@JX1HqG;NQ`j}^uGB{9
zN;A*lSbkvS3iwgT(Mb?~k(jYW+>o{q;#0$|I|o+9o|8G#Pzd2C;6p2m&$YyJH((8r
zXIwr}T0!sb{YeKttwR+|Up;1xD5&5gWJ%Pu`sHn~Wt3Yody0qCwDfj$*LW=5%e`fX
zdU5JccLWF=9B?49-{h|7BKnn~!y>3wfsL+HS{b8jsEO1$<2>=0e%&}U$+~TE{ZP+5
zug^w|i34^Yn?IR10INzA3#F4{0~ako6Jd7U!rr-E(z1!*WSN=0$OQxVzBC^%Y6ydH
z$<R$C3n1p7lVk+3Y;kc&m&a?(H!iUOfP^95QpJQjS$gcusw3;MA=<hB%f`vcU1+^~
za+1G7Tl4-|#dUlQ_3wGCmAYQRRa!G4Op44@LsyT6IYJ$95~riPU<i0fh2hE?v-#H~
zGB;m0{m~#QTrx7lpRbkRO1B$7i(TW<c%q<(ijCCnKkH2$yF5E6Uf<odu}L_bPfHsU
zyyoMO`LiC-nhVhAN4SAI1$0Zb^AEuz;UmG}TNsl*A?XgwDWLDe4pxsc4wp!|D^?)k
zM!kaO&73~WwS>0aG4#OW>}wJO-_!DP@2wZkraK#=xq%>>RBlXMS3tLC<!sBTQjH{(
zZ^}=&!{FQ?++gre))LKN;;vEypbMf63`k9r8+zIKZvNa0TgUKfgt!jH)K@6k=Dk_Y
zFiul(23&*@bB++ijOg$IV?2mFgqNZ%lb%!Flqo<vlw?hutt&Ksw!1><Zlmc<PXR1U
zX4YX=E<RsZ1&uC?6>8RyzHc{?1Pu!vh4a0J=R0jW&htVlRI1epG1=)miaOu!8Hd3#
z*Zp{WV$n8XvcNlJ%z2?ye*l!iYgAj6+~i*}WZN=3wSLHF(-E}tkU5g`<{c^L&L7_!
zaqvbRxJ$t+77s1l6LLUUdhoB~S+2nCv*BheUjee8yYS7Ah|Tz9{Ef#wle4aFO8>OK
zSGEkvpE!8>X!GTPQ7XjXM#9CxMjU^ugsePx*5W_%vXOs>)XJ(oL~(EsJFcH1x-&2^
zm~$O}$;aNWCKbZ}-brar=g@Yvgc~IzIj)cNq|ih&IbzSQnx20XJw7v*i=kbQ;bswQ
zpGZA`R`*M=m}2gX&WfM2$*w#@?)7?FUeWhc{APCheAkf!e<`rCzOE9Qt7E@H`u6Yn
zY|c_P*2-E+YNB!VyPE89bHO97C^W2|@3z)f4vEXR5pp|5@C;FpUPr<9V&x>I<z%Jh
z6pejNG%93)YsBdWw_}}WXh=_+c17+ue_-Hl@2d-+q3ZMq)v=>yn_{JAvu3>m8_HMd
z&rkMW)-PV6NjOJ2hi5RRDq!y<d0(^JpZB1`^%EiHaz+e&`xQ3ENQC62WvyK50m@8E
zu3OE{oUY}{M2{F<?@qRd5U(GjRL_=mPnYJl)mrd077~u_iL)iVd+F_aR1vxv?)g1J
z<#$8OE428o_Iz!PnQoWA%ZIGZ&f)%4%>>{2_i$gcVN(g_7YC%LK;%|8Z2(G{v6Fyc
z0P{GrY{g-P%JM~eiKRu4XMj($XY`lO(<WLW)US@_&Z89Vsm5p?oCe>d9Ks}|@nA<&
zF6RUC{&;d?u7gMS9n(XWH+9Kwf%;!N46tCpEY|1M1|yDfI2ws~dboUCz8>6oczN3~
zo<yY@VyVT1HI;4Fo_~89X_E&mG92A^J0Z{X^{*$gV1)#cZ&cx(<Ca^^g)2Km7o;$_
ze93UUEZxly0c>hMNL`OZ9dxmug-ljQC0-{y&A0s|p|ADxOiU3>U_KuPDk68Ky{s<O
zL?Xr%9IpofsWm@^SMnD6tIwx7MrM*Ep4B32vAkSjF}@;l?w^V*c)_^i13q9R-bu20
zvkpl#UPVZI9F~y^t71ODL=qenrP{m=>&6_ob&&IjNp+ojTU`fKzg{qE8Wv-=W!0}{
z8BTr!^9TX&6bSDLCwuviC#j78+C;b_$3k!l)VkNZeASDwUc+Jrtp(*}7wjQ5!!_$o
zjvCgH?bC??XEW{-;i&8ler$@Wi@Ni!`JfaEo4|+f7c!>c)8kR&l56GfCHCcEj)(ok
zatU%xwvF~R`qYc69mz;==+wGOh-Q$GG^1AeLl495DamQCE|7XAzL_YxAWa)e{%D`}
z81ufUKupPBItgay6Gcq`aHm2xf*@oBbhLlyQ~l)Im22oF)#~{Wtre}os`QY;%Vx{6
zpE{X2&_+>8-A#lPO=u4xWVoZ<W%~U-<4&XvyfQSh{W~NxU%+&x{q|w;T5omQatovD
zeaEZ65?)S6Nv+d!yXoA@Nz58^(|&I(;`pO|C}-2`#^dK8$0GLW>T6;{i2%RI=ONNq
z`?@0eSS9-J0nLcksLvp~;e6ouO~XLP!!uC7q>tl`o0hQ~FB;_S#kLRXM(f3GDQkER
z*0mKbS53GL+4Y_lZ(5yX!`r&62Aq2PcAiR+jqG4LwvCmG1mW^fBV%WdNEO#diU4g4
zRM$pTwEQd^V(_Ljlab8=CA$-^>ZzwFHfgJ*=%u#dk6mjoNPQHQ7T0a9j}@KnTP@D*
z^*)e>`MC^7e|#zYGJc>YQAA@z=>bAoad{2pr83|M?7cv8!T=Cb;awue&l|WXIR*QE
z1$l>%cs9l;sO`7e>KlBfANcZ)){4qb+ikCuTdvb3t)FvzIUVb$ca<nf#3|dgoJo5V
z5kLi6bBZ)Ae8V+}n#TwGwCR)U8Lpa6OAQ~?3QwEwoQE*KhkT{h-RIuf9!Hekmw|%f
zPTdZpbyMeL*UdnONj@9Zt;AD;{Y4{jFTw}dx`A89?An_`s+=vSz4B(^LHcI&C2Le<
zHbWnwNBTiU96CeV@i~bhhCWouax5rhn0Ae^`gF7c8virc{xL^8!ES?1=%xVM&%K}r
zIv}4ujUD69mT=ATRNAE56ujizM7c?RA_eV=6wBiA1!;@c$L68QgmAK#qePt13=EG<
zVRqFd8O9NMRe6-jdkIl2LU<FYbS$t?%pq&m7kCOt6e^oIsspjbb%2Z%Y~tc>A>|B9
zn{&J~(1j;~7}uxRj$H5lv(mt81^*9_a_$S<Zj__3(A&G6{lQf)v-dmhV@~88s5~^a
zbkVfBS)x0bVpMhNBu!&6fruf7!uT$6M&jTE508CgVx*!PNZPm>hw16n8c1O0Z0zgU
zPfQ0s#+{-RR`G-NA_AgO8ZgHR5gP<^Z5I_5#Dv{DB%z$)-yVOI&y-M{;U@fS#vWR!
zy$8BiA8KEC1(udNu`9aTK7g6Yb~#&Z&*~D;Yw$SDj6T3l!NvU679Ot(?u{~RC%8pd
zD(PSow;(XWOQp%nX33W)ny`b{4HH{JY*%*-c8@%p7c;2qqRkm=R!t{=ZOBc?UC5Ef
zD_|ru%r_7>zyKpC@44#+^z>11$Bog~uI+=AoYNPs?L#q)H3-HPw%cx1MJDBCEinwV
zfsg0iG}x*PEJ^3|G~{rM;TWB{s-N5bc5c@_KaQnv?hHh6tV(|i;?|vMy-)L7@_tRM
zB6img;$y4oUM&omXtzq(QDPa5Ugr^kAZPzxPHmHNEW@?-HEed>^FQwkShj8nroh`I
z&|_&KVt23<LN_V_?E%MtTz+AiUlm>2NQeM(iC#e5K+Bha2^u-}8-dlcmf~xFgLvPC
zZT9$fY&l)keDpL0$%$CG?LH3p5P)6@63+hp){G&pAFMk|-#kA)uQ4Bdz(dG3+L>m9
zCLpoaX;RZiv2YW3kjI1{!D?04)>anw2Rx8oDqnw25b}oI&4s$g9ULUkAZWi>GDL>$
z_jp);ZZ+4koS8nb1W>;usU!_?R8)gK4spd6QaglQrag)XnAx~AH<Z1Dz3Nh4FYah-
zPpkb(G!<UP!t=<+RN>hIs?bPOb@yfZl$rTA%l*DmsBX8djVagWVw>9ui`E3Ru3e{t
z*&_bCWTcbo_E~1+jLktZ!GmROmkYxEdE<MJQL4W#Xqj!d1y~L?z$K%4wg8J#B#_M#
zPk`$Mq$~DUU`OhW;;tgR!YD8wC^e~79}>jeuy%g&8XjD<BH3msJE@mx;{#Bu)@>`V
zfE_*0{%%Chs1^-grgc*GA4}Ki$vFMtngI~Pl=eLO{B(+;S8IXbXHZOq$jniBhXlpD
z5bgUqe-JtQkw@*KF#aHA9X{%b3j+y>h&Z362yGnX>B-Rb`ja52j#qXC@vAzm@L<!9
zXT6NK!*Hc^xty(lklP;|Sd5lh@1H_CA10sg*2<g@tV03594}y+*E^7mriaQGFk8=~
z^{H6+-V_dx-AjF!9Kc^$P>hBlZ|!2Sp+e?uaXRjiXv|7LFeu*LY$$V%m$;uc+l_$p
zTLtix*uIszA|LJn$m#)z7&C{@9Smer5k->Br}i7!tYp(~=4v1sGIdVS-w=+HDG(+_
z01^AUP{t79ljn{=SA+P3^<#TD`=HVo9$;S$HW%5^k!Uf!*Zc6Qrmh7;gLE)h8ZT=y
zhplEiW?nb}4y$Hxxb6&z9_JnXo0VYE-0jDkeyHH#DBRE;{5vE`<rW=5MnQpn4=B@d
z;K@UI(vaL5OueSnd$lE_zl-Z4NNOj-+DlbKWSmYH_(Hl$FJ^G)-sA%Clv7}@Oj^y-
zKObi2NKW}mZVkLz%q(@s%QnZwTL#2c2gHRft8}fSjtFpdFkoPgDD+1eM|9r?wu=oG
ze-3X(8vzntpMJU?RNo^X$n3>Ba<*K~o*$`SgWvLiy#&AwmrCEobGJ|XWI)fb`a`Om
zeR)yqJM5zZJBemcndbo>gnu7^)_>Bg%j3|R14V6asQN<z-Piplmh&EI@-44kR5X*2
zq|PR$=LJ8MOdK&ti6n#Q0iDO_7xwY3-90SjAgLL~xtG@tW4Je;ss<xWTC|Sr8+O%7
z3oYbkMHBGFG#;`I(2<W4F7w86Ri@Pu?z#>xB8|tIOPEMI-fbE>KcMT+BPI5?ZDq_O
zUq<u9$@!5#nJbZF!tUf$_%g#r^d#;fa{S84RJ-XVVKinLfZz3aXViXxlJr~du&3)d
zSsXMsSdHH9rL(fF%yggq&4LYY>}%UugQYPhX$!UuiOI;4S!W{eky#j+A5_pJ!AWco
zKCF($k2%0STfCuMWXRE(C%lAXPcx>XE@FVMDP!3<0b}KyTBPY;ggueWnaOO<DUJbP
zBs3^5!4dvz5H0xY<m+|y>thjTGjS)d^jkBMYtiNI@I&96N?)1z>0?_shdzA31+IN5
zY{Vr+&3H4wWWA-1d{fkDofToK#nz71Q?0@h)u1JNyFZZH-_9p&L)b-LnqqFx^8&*q
z!?4<beI2gVD}`grJS}8@5!<ynz)XgvrHOR0{M&_)0GzPwIK}59yfv_1^~Fa_&&<7y
zQztXr?g(vvcnixVIvAN@PrDY^Akb7HN-6;%RmlJwYSUS(yLx<NO+E|DYTIb*E-A&5
z!)v0?uvB*W2<T^sQB`GN8s-@TuO-MXhr!c!|9gb(#`6%kX}tR>W*_>t=*MAa@#|)b
zZrn1k)wq_pGF<f{=&bAFH$EIq9A!JDMG|wcu85!DgH#dGBVstM@ham>JslGtMAcB9
z<OzL{h+vwqRZ$>Z;;*&<SrP*hGp>F0v1S+xVA0J@3zviky^B=OJ=yxT;=r?eZKwrG
z$pZX(=E2_@<1-ERAV5QadHclSh73XUbkIro^Xj4~i_xJMCyZz|hFoj9&r~S}qYy_~
z+9QSZ{K;@RC!P0{Iw^x3LM_XEG=0#TvWV6)$`leq)ak_7=5+nk#9)xsn_-amfhi~n
z{t8?E3f}$-&x+E!r9xP+=*xO?d0Io<?g@Z7AVMwNdVl|IoaB)`<3z^skYCS0_;Up*
z+DbMSbQ>eE8sApNnIB)qW@#a#K!eXLEH4kzk7uXRi{}^d`UvK&hL_Cig+<&0;g{h1
z^m+KYiN`2y`;=x#<fm3c1rdbSki<{##pbKPcAqwru6RTE@?=A4)!!(H>CmUc3)25-
z!KMAmF5+;s?F>t^lB%>uy;d)$pF&=l)QYO9EJ{^4?Tm=51fGU<W-*22Qf|>qIhKZs
zWSMLMgew)h=aMh`l`Y|kW0$x3a2Z_v7|CrmY?@deHC$JxF0b4ig_=i2u9i_N%*n4P
zfIy<5s*)&C2!hC_v01gY5!9+kiPaPd3%zX~M@vzFvXXqvnBaA1+&9DM9oPvt7QsI_
zcw!1`vF-i`Z@?OPb7aAqZD+%Rpk-J{QK-BK8+W^}V(vwkojnKW2ns1r=W!R>Jw<%*
z!UQZZ7%b_Mt?XSdX~8W9=^YL@h0hv)x&9ZFx2kzq*v89)Y@+bYNkKT?bvUs!Frlch
zgPh9%bKAz*4K9S4lfqzvXkSO&I~WYVteOf-gnzY=g0TnAaiN8YtQ<)PT79hv>FpSE
z9nb0a{T=F)+`_3}waE^b+PJq1t+ered6o`ZIi9PgiQzD1{~FY9_&Xr-1c1k2G+{8K
zcytU-7#Mog6b1E~)XXE(b{SI>K<!$C64Y1I8E~^`t#E@(tr>0l8C9eP0O?unglv4_
zrhKV6D`b5z&zB`q5Fh&%F82PQ2!yD%QQ+<Vby^PW>5}#%^FX$BgU0wnCNJwbSmRE>
zGfwfB(`<BS(o&xgC2J5w(IE!>NhQ1aw$thd%(NWTDaW*o7AG73M^gZ>*T64`w)$Aj
z8a9vVv6}U3-qhJqdMu+<orYMC@#fLTl5p4dEnXbBvlPe{NZReqKGra$CW#a)8zr69
z4l=LO*BdvRz6>()#g#m2&VwS$zD+cKK&Py!<WWC{Dj7s=FNZ%+{M9mrgh7}<_b{<K
z)e6T!6jGpI>QdAER`SbUWv*Ikrn5ak={ePQg?(hX1iRH_c;8AV$e*+su{k@r9{UeQ
z=`x+WqDntp54BSQ$^qWl;=asIffI(Bq_CH@inf*!x*Us)voWKVM%Rl?7OtYIfq8*R
zli4C#D{XtQUWlI_+m<t;?zAPWH06yhrL=j~RoF8Qm}&_4>@mXBbG`oZ4)a7VY&;9E
zFH>CUEN9QFxf0RX&T=QZEu+TS?PlLr>CW${Sk*ebU$&u8L^fw$abH|j;X#zbs$cO|
zhuDW}hc&MH>$ATh^czC26l&6bol%Cv8zt7{-#c8fub#O_WTV)G?N05;?vB(HuQptk
zk)55E+dPggjm{u1L9Rl!uFj^&4`0!zNYux+t&Z}=Ffo`pbPc43#k$5m$HGKM#YD@Y
zVNoaID19jbCkiPIDE&F9Ys7gtXdT6S<iq%x`tsO11o+xImXaq1w=bs)urMQ-MjzRh
zO*!z7^3;%qBWLBqU|v)oga1>&W{Vxvy?@YRsErdIq&c2b;D;XCK|Ri(E(=H4fs|CN
z?KK*f32>RO84hV~5pAOMj2^&A$Y|d}Nk)Z6$i93Jbdp=Cg*?mswe{mc_3$18$Nc9P
zAs_U@u5ETN?9hq$iPh1E_w%C#Q?6`smFyO8HM$I+C&>2PgXl?cVJFilF1ZX(Fj8mS
zqxnf9jCR(WQa?R>6<og?KchgzpE>qz>tvZR&Es6G43a5$hLxM1TCVCHD04Zt6I5mO
zF^9Z7!O7+mZRlLT4a_hzzR=5NZ7JSWbU`vxtV2BH9?6`W+*>=;)C^me+N6~<JS9Cw
zx6EEPAF~zd2&9&@YqZF9Lsj8Qc(E?o@J3B$6@%@9GiMJTfz-%|BTS@g*UV{B0t_~u
z;o^a}={K7<XWtwyvUP=nua9sL>fqD1O!_wKr&NMH;<99NmWB9rYho_~pPY}>=}+-M
zTiLYce6&k>Lm&A_gCiOJp{|_Ypi^0>tcf>r=6ipdyAZ6=uT&330s!*<4{>h+l}FR8
zi$Vx)2`<4Q5ZooWySoQ>cXxMpcMtmF?(XjHPH;Go@5{gc@0@+l-uJAt?p@H+Gd*2Z
zJ>6AL&CGhI%DIlj4H9f62*X*|*McDB!VP@2?PTS(h%A-9{A~C|7&;#&H1rvIvDy0h
zt}lHkwvrujwe_Z`%S-9yt|tkFem}jISC^wDk+P!IZrYT<g}vpBb+@A3aj-D-Wg5mA
ztU6Moo4V3l<ogDWM8s|%sDQt~_8f{DKhxzDh%D4uZ4%UsBgbd~w6^?i@P6QY|76j|
zz=UvR%67vc+Z6eu*lpRR*`e94-s0wyU#0xD+hxn4+b(!b+`U5|w)9-e9IJPwYYb`i
z=k+lTuRSyj8<O}8@IBAndoYfVjJvTh7=>BX#e(96=(PlJQsx2Jm}oHHjTo7wu6tT^
zx|!vDgPVN_tjK~@D;UWSGofRT?!KL@>3|ZRKrW$2|Ej4E?PQNF@h}1=s*(q{x?lg|
zGfG9>xi7Fvhstj`uP)K6R|+Owb9c>IIM>>8yqi!_oWVhEGu6$)w0a-0#(6tLTG!Y7
zoEJV4gtsrmyJS`}%KogdTL8O{Xx0HD>khE&?#Ik2KN2a<NO8KtWEytz@H=<`R}@Q;
z(%`7DoIfQBfu~fnMM%$rDYcIHe3Ft`LJrq?4YaVMByijd&Dyn)xr9?s-I+(|;yG>}
zOC)+;^wWTM79Vk9X0lIq%~-%qRNSM(AWvFKXXs<%BQ1x*O6&7n28=%#2NnFOQGtr>
zH*@nJ7`_f4dxgI=A%1ZIr4uXE>xB><R-Hc^Y39*_7QVV;nZWKV`ibb5b|bO8ZE9b~
zVpL%KQ}a^&b1PZimye$#MRJj{I=Hy2%ttLhWfDOY3eL8mlXv41qU0OB!Y0|^Jb$|~
zxq6XaO2As}`jxtN&%gU*1CM`0$iDGZ?$%VXW+4Xva?YApA@F&Ud=8dDL6-Hi6(f}&
zjQzT!v7u3^ejqPFX024DNDab=D4LCiqQpuqv96&tyhx+Z@4FDA1^IJZ40xpb1A2>E
zVj-$j$~a{^4Nqh6O=ov48oMu(cIW`QXkwXx75aLgJuY&AG79x}vP6TC2?}pr<RENS
zL#=66*qqH^8bw_L$!t<jkbS#%6A7Kz((5TgSs*=7Uen`Cy7=j*ekF(mdGyGr!y^VI
zekiUVq~3$o5I?_c3{6>h1jef)3}Ob(wkCo7ay*Tx+szYA!uR2KCJEN$Ii^=Bi6F_|
zjK?=wPRlGNhct<Ep=TJRUHm?{!X;iwuT)T9+vnFelBf^lX~Q-gM@SZ2m^`fCV_vO-
zC6TZMt3kCeAahD>gk0iR^B@QQgJ)e6%`*!NZ*T;PXMCfM^^184elT|ca-%|sHe&!o
zi24+{g7oKQxLMN)u5zV-&PnqT7+r-=)bmDw8RJSR@41~z<Ae}HeB^wjdDb6O-%!Mt
z5x;uzL=<4Iw9y$<x1=}Huiw<n#n?ySu-J41P{|!QHHh_D6`PiDjLMtPT3%g1;uGb}
zuszi;xjfD`u}Z_xXM1_#$4MKS9!K?2$-#(2JXC*vA)xL^lHfPE!Ry7Siw3RHLmk)m
z>s5fGPXAc(+4-x@qiWw}3oqgJ!$udR^lQ7tYohYG%5KYtRlTuh5K`%@`Np>0Db4(r
zq_$^U57cK;&-v-a^I_?|bUF>k0V98J(qBNr1xZ?5HEl;VjSyKc5=`6y7wzF+S)=YW
z0UaHjGbUMGNS&h?2Eo4CMbq8G0@V!*mkD3GXz52FoBOTs1w*ui>qMi6CsKt1Xg;X(
zq~hB^grY<@RSKdK3Fp!zQp+;gA7$ff6p5N4#5YcutH<dPiA^X<w8Nug)ViSJ+Yh%0
zGMq$wq9A1vC13a!&4WJz=#B=y`5sfFn_ziEMD$_*lc++ltwM~c7g$pz7G<I_=Kvx^
za3M9jn*mAVS!mR}3E@{9^i^g0dS+9Y@!&M<O-BzGOkC}I@oI8MrH7WbETQNAHFcjS
z&4O3Yy(zn-Mb=ZL`EdKxGcit)-6jZf2k<0|!=*F@L>fF^dC?wZ!&pl{AyIGgO*0rV
z7@klP8gIfLkf>lD$mb8Uw4rEHC<3Ih&&Ywt{j|0`Ly<c_qpHu58T)ON;=Q4WgetOD
zw#~jK^5gU*Kz>Inq7i{@7pj1iCTEJeEbK=2<e3Hrr_0V7Xr!YMKB>2V;o)L55=PtZ
zFMKt@>olLVrd=`CT?z~I3%tUI+zuz?LkI`bk2e@bT8|NtlNWb|+9U|af6{qI-h1tK
z9BZ2rvN*{GtWfJe{<?Y!BNVap(1)|f<S+}w*4{_(Wr!!sawHQ18*3T-Nz>)mg3rd@
zlp&oejFEoCGrg=I#GD;(-S@ojMIcCPa~E{v&QcXV?98nXcS!5r#B)n$3OQy(Pni`N
zr=#qvske_N*@Dj@EaPnO!r2yrAJ+~>Mo>srecu21noEE5d-)G6zlWFTBoK+q3M6qS
zJJ6ZPMTx;Kn6_n-fuo9}+>H(1VbLTOhZTObnZ(vJbWR&|c_H~6&zH=?;2!K5Rkd6c
zRN`q;!CDK$i~Y^mWYYAK(QoFYO_J*J*S=T6XQIVAA$vQW?CEn*@Q!dO?)!JyQfM1|
zc#8e%w3+qz9fV+^`sHZU%7)}gM8n^dvr83LrQM}HzE#R8CVt9^+f}Rw6FfdO2{EVa
z<bRQo4LiV_5|GUZS}|PIdYIr#5p!Rh3DcZSJGHZK%P0^)5%PJiQL|06$3hO-cGxm%
zRLG3^P;J>v-bygq3r-XW6yQA(T*YVc!9pa{muz>GY-FtuYuhrgWP_T?5Mm%B=F2w-
z_#z+4e92VY)@MhLN_5x7XjrS;xs)iGYNQ!$xdu$MlEphsW$8%qbPa#l@g3X9%U_16
zUzMj#{jn&sW0;Q9nznAFp(_eg9j*oBIIKr5RY9;$K?6?JudG|XHePDnHkET)UR`%w
z?G3v#V%NLKoYci_DTV@4<Sg99RH)A<dr=&Qo^@`Hdey3~uN&eL;J7uB9%?%qC&`lY
z#p|z8lse>pdJ}%-AytPzs=!sC*{hB_7K$%}wDYwjiQS{ReH~r<VhnG^YbI<k$vVn1
znt~u>?8CCt+{>z1FPvtkv97j$0*fUb{uYj;weET3hG~q+tAfW3Pco5$Az^W79;13R
zoNlhVdOpX?gSO2$c$b>yOTMf7&&TL4i|Cd60Nvby#$`glKxi|B@?eqmcYiCY4{Xhl
zc9~OwkXab?z!Uw5U*yxsGK`3n!J_S$4uK)uN@*rTlyl}LMQZuD!pMQlyy8sc=qo(I
zbRSh&`rA>PR2($ga`?xdw%Rl@0?59yH*d$GqEI>cod~~PWkJHXG*Msa?4C~<KDP?r
zdYrFjF>wOHmYzMPbAZa6<#CJ)20=mH2Q2wFl~<|n7*{bgq<2eBN*0cpjJY6l-w4@U
zd~v31QZiClnx+^uw~DAyl};Tb-N6(~xh!W`Gu1H99|?pw+NULOUgcwuJ(>P`NOnl?
z$zH7tMrU#})Vws-?@mX%mvZS!9qigb`0*5Eyxp*k;1xH5#}zi>p1U;|#9!P9uLrwK
zry@9<L5&ul@?P#JNw(~H0ZlYp4kS48`>G^lB$=v|yjCon<~nfi63RfD7mg--^1b5G
zfD6C_dvQaV!)|0~Y>n=gyJqqxz=y;$SMifZrB1cQs<_8fM%Uxnhk;^0<?r!Bv^cW>
z;Y4X2W54e_dSoYYFW>Hr4@4g2UobCVkHxI~TL#uJ9|E7}fBEhCp7=fs&S|m}!$4a5
z^AKs^+v~LOf!&K*wmJvdkd({yZAKZFxz%_C(<`?~vv;`dJt3#j81-|f=#Icd6J4P|
z@rA^%>;wiY57UUV>T)OZ1L&0($wT#`7(8%1A~}0+FJO|IAlXJ-ypeBMI*JLhEOSIS
zoR-_qbRWfQ0%ZhAgJgUZ42VNN=2KC!V$fc-Uq+ygJ@239-{hqooRftlH2=K$m6xK(
zUj1v?2J^GqTK7=p!JLYz+v^I`D%-;gaAI|3W*B!QIr#8G!UHVc;8}ajK2iz-@c`X{
z)A7irnDRIYtWkZtv+wha`|J>W72FNXrKWk=mBwj?VcKcKq(_=v>+Sbf8S|noa*m@}
z5@OmCO2w9#PbiBAOaPM<`ck9NF{%rs&upK|s=X{5Y-fJZfc79`k;=5-MTZCWkO`H5
z2kOCOMOLc~?cF?W28ZO67laVm9c*pYqHxhr5P|Ip?}>y)AH?gHix6WH@lupMcgDkB
zEZhfj`$}~eUTp1~ID<X8oec~}^uOHq_4|%`P@Sl-=$Ji_q!+>@xt?KBWet??HA+F4
zdU-?9Y3jRAbh0|@=h&6_kFD}F=fW<_VxGIA&J=;4;M2N@u<K#3OdUJPIElCkBR3mo
zEp8m#P-9=(`mIXwb4eNX94ADAB+Q$^j7U!kuvXnJ*!CjpkYI3nht6B<W#S<Vz$je?
zkS=a$j5V-V<Y1HXr12y0bEy^kPFwk`fnwN_#(`SpX0vJy?6RFC`yo0>03~DxDd6aB
z40FhNiv%l{auMMwm38wb#E@b}l8y6b`@_l5G?{D(q}-koZRJ1u!?ap=clcZ*nyBu|
zPfJvCP|Pr@xBYq|kIY)r`#Q<#2@_>pGvypZUi}N$dYD53+i0)blbD(-d<mQn(K^m8
zRLvw~n5n;dM>EgkyI2ArIFcGlOX&|a?nh5?kh@|bdFc^Pl?F!Is{O<M8Gf5P^eA+G
zagar@FBEqim$&;7pePA3Hnv-7>VEE+7E06<Ft+LQ6^z9R-}yctsN`#oK0NCi>85K&
zrG{TBH6YnE!8b(iPO6KSGoo&(=nBw~QpL87xsJOIFB|Cd>|$Jf{281c4IF~chbP*L
z3FYMfkwFDwf>ZR+C}OX8KHQ+e4qAx@_1kA^R|D=k*D%BUk}A$62P^sYQmo7Mjga^<
ztCaER@G%LhyDN~2wK~0BgOr!Y09e)dl}fuuGf@DeBXKX-8g*^smV4~erj_q3$Ev;i
z=@@u|c}~dda?{x}XY0M7((?=wzlTLPg8gY;YVPpjMsXlb+_g}npkAo+oohltCy^3T
zNSgj<y<gSM>hZCOg$auC*FlAfe4CC0ck9K4#ru}&_M7^9Ukw7P#|D@y+2ciFx_Sx*
zny9rB7b-~nG0xEB&qiBFw6?KDMs?S~h4tNV@nHPxlb8{4=&XX_i#|YL@FRRAD~y(7
zG)twh2k=q!mRiCM9hS4YBs71oGr4Gf0FPb=d%X}kyf2uX+Z-veXgloCJDB6@o%IYR
z3R9z%q?nRL?6$XxnaBGT+}AyYFBybasceeKv@798^eae4=%Z#2T_PBY9kC@tybfV_
zL?u#n)Izr{b<40K%-m3_K6Q_860c=9^_JfYv8gyl+`&Nd+A0r`XnIMmPl3|Z%uLVI
z&3cCo+*kKg5)zNK>ZBmULK*?GTJ8#v;So5U!3BBpBLt;*1GM3vj8H|i`6p01T6*cB
zqPvc5J<D*;@Gxr9(}{$&LnMTA{fN3MzvhpZ2yz}kCkrjmDn1Xc@XSo3XPKB#+NKdL
z?(CE>;HiGlL7=x$8z;m;5O0ncr2OC{T)ga6Wq}iE_^IezV<s*sO%b`c{E)Qmsd8d?
zfb;b}VTmbGfU{GK6L7$_0^8l#@ifJW$#QUOM>QtCn;%@G{2atSG!e6}N@%*%$>_6~
zep-X_so13vT7}FcH4u&X+GQQ452$6QxJR0rb(yP(yU|aB94oJF<BsA>u(cJ(SHgNc
z?Xd6MX1W*+V6D<>y~~5<pVqcHbm46J8e*Q>>NP(G$VV$B>r)HMhO}QRNq^E_*rp$$
zt~Bjb@s2b2`0;2c8X|;T7GWxExM`jZ7=s;y@jL{8r55oe#}dX82b4|sLw|~(^eX~7
z!x6xV$vchWd16$p9%Q+ijJptPDkG0^RlpDVQ*=$`SZimd=%yzZ57GxOLSe2ms7SVJ
z!KO}uYPx6_>5hJ;Iw=7J7pk6{o6}&lgGP0UN!JEZx~jQxG{NAB<JiZmIFf|tI`<CT
zj#J;Jg%e>N@U`zvL*lJZfV9@*9g-PCPkDk`^>8Vq3*7PjotUHs!?lE@k)eh3tBRcP
z;pl5vW?NPN<`@U2K<-++6_Z;Ta^}24yoC>8!Gor%j3i6DdeF?*Xi7wMnA%KLeM<Tt
zjwPyX1I_f8<~iblOYpV6n;7;}p@a27V;d6qIRpD|hLpnDa1)D)RH+!Dtto5?_aiQ^
z#FcCU4fXeQAo3S6-OAvfKMd(1lW$q=*59Gd1yMiJxG;vQ^DvV(x@kq_=WuiGoeyPt
z2ZlJaC)<+vFY2UdGlMl62G?R%DCgNX>6~zE`=p;{Svt}C!$}9O>wU=%tQn6b=9~?S
zw|~hmZ2vsjC(O4aMry{_?}>uu2g{%=T~$w6E=2pyUUj)#$+f@u`@=}y#U;9vSr0^X
zQ)sYFmp;bmz4lRq(|LS@C^q!U{V5%lgFu1i?9*epKW1+k+F<uwSlh1$|8y*uNzl84
zlya=b)B9^3$GOS88%efQj_50bwN6u(qFXymQ5(i)`J>s^thVa3{INx5|NUd!#CBDN
z>w5eC=eVY^5ns@zfzujqUhY)cIJp?@!35X}e1f}}zNRogLX94`#juo>lx3__4W_Mp
ztA?&58}ixLzRLQCw813Z_ycd%0fEnfK~3w5sj2+2AA=GMB|=o0W8jmBOw2olE|5tg
z@TS6xzx1>ib}Dc--G$_j+$2xSvz-O|QPE!X*@v2zV>Xkwe5z16_gDb@IwuJ>)s$bM
zdrnM0NIw<cP0FPsOd>>#jzkqh6S{)?2odQChCsyA&V{=T+|LUEl@0Bk?a*`N>=sgb
zdI=G+uG6zu+#g(0UQ*uazDap#eN)~Kpwxd03?TMFW8r9ZrS0_gM6U6{Hm|tpXu4=>
zPtk5PTAEekEKeg)rvn=fSn{|(B%KaJPU2bwu{7?9+ytv_d~x`SNTfj}UF{IPK(0uB
zV2kZ0-dW3kGLw;T?3}!k{PQlE=rqy56+4+#^pD#4J?h$c6|3;+PI~3!ZWLi#aHUa5
z{JlZy=ck&`;b<N>0*MV<YO{dUTyL-)4dbT|C;ePta#`L2<DYOCT(_bU%{Kh6U|~^x
zXuf@?PKY)pXXs>zH~EONTdyxroXNL5m{-?7A7J5h0Fv6gdqqL4V-Rt?<~sFqDxPwS
z2pdpW7WmwHd$-55E@$fTJbz@-YJ1G!c)hDcmjdT1-7)CW<;W-V_V5@>>Q^>?dq^lg
z76q1vM1-6dDxsXemVdQ#YW+%hOXz{cDOl_<_lSBClBcg1<Wl)s_!57_I~LFikdbVX
zC`g}tyx!(ERe~grtJ)cKw2!7$z3=|zBqCPHg5~*zL<#T}L`e|Nq8IWrSvKA%auc7z
zakmQ1HwC)SjpS;QAobx?0drfAEm5KyjkBBs(J^ZJ)7<?7YMsR+@Cj%2zjhHr;xp9f
zTwGeOCXnaYTT7~SG)osQha>VO*A@X+S@V7rF+(m?)bKbS7xS!r8ZM}J^5`b|62NUp
zNL+2y_KQM^+s^(mq*WqS3WV~GCCz}m)ePfr6CzK@MLM;W?m$;BPK#`>%hTo4fU>hf
zkDu<OZoAUfLQ+t~{6a<aQK1R?G5VM3*Is*D+mbCF=N_WE!;9)1?P+i&(CbLn^;kWD
z*%IhvRd{1@O}YxFwi;k|`MK_WqhXj0d)aGy@Wx%EABCtymFm{KQk@zcMqI!C;y+S7
z(lB=U$@Cm_^c{PpTKk^2Qoj>EBlwEO!Q;4B5b$gVb5*_7r+K%t)OP<CAdu0k;hNU6
zFUXwUAJtGv>jJmV7prUbC-l6;EGe^-7wU1c>`wy!K1NxXND|$(ULB4?6D0!fy|o&d
z8AvKPrJ{m3f18tO!8m);NgVCKSVbmQF`R6F`@;=HoLA=44K77fXG>k1p41Y7aBTJ`
zQbp2~8!lD7`|@$$;D(bHi>cd+eb%mHpIfT#v$tQOXObyViXrss4?{76&Ot5thM`9o
zN9?hW&4U8QwkS&nAH$Y5iRmDvgMaQ9?H&0!SFS2h%`CmCk1ziw{t~`X)HBztSEQJO
z0G;(9t$v7I-M#WvH7mHCzOCLe-V5Jil$+ve8!`v^X*@O*d+JKsjf{ddl--Q9EJ5|X
zR6b!92Rm6%?M}fR2{lx%6It`jYDtSrvxQ?>71PMlA^U;eRP$0x_ajmgWFU_8Q?8T+
z6=((!86;VvRKSI~qIJ*#bNZoW{Et-4jLB#onGeEWF#7>{_dlt+ObpWzEZ~!>Glu&8
zk^?}Z5F4216!}#3fRi&+ZEFJMknE77@IiG_y{=(c9Ie~yF(%>Hm-2x+zb|pj$UPu+
zWk3_hhb#j125_eUQV;>p*PfUatS{fFd3<ESfyalfNsF_;g)$h<Jqz{kKF!mjRmq{M
z<+Fm_OIt>&Z`!oOjKV=?GYmgSCr9&eVp#2|)6vcC+jL<vO2tkJj68*KM`e{tajZ91
zWvwlh`SW2}h-E5PYPRZ)EFOu_ojKm09!hsvTU0c>BrS}#$Ov97@(&DvzJ!gfGL+o!
z9IZLRM?jF9TVSwiM-o>XZu%D?D(DsXk<F1`4;N<8*h=B@Bhm#6mX&3=tszTF2@mZ*
z(hbxuhb<Q#K_C>ln4&P`M_}Z5?q7cBj5@~Gm#V_|)%z?*q!SZ|3#HwZ{B46H9EUhG
zWr$*{v3`jerGshL-JHrHmbF8<fp`FayF>30rJESqu>b9)OIp6lI=OmdfeH|i-vRX0
zCpd$~EfY!Gympr9&;o|r=%CG%FD>~*7F)fiKH#;M_J<(1-w0B$39st3%ZcodW>;DB
zx9<%#&3%<^f=76;uZKTx=NxhTz(Y_M&8H;M#9%2dAuQd1(GZRQ8E@(XdFFeXxw$PC
zu|!X^d{>CsRPZotBq<KFmcUUp?9gUWQ8Cu{0JH{2^0D3Bn=%!Mupdgc1?1<AX`3Bz
za)(+|m;i!T1g;E+g4Mhp>q=N&6vz*qpV2rAP6l7tc6QBy!h`^2n<182<cM4iRNwDt
zkxkYb4zrAV?Av$MzPmltZGgL5XIcx}8G$cMEV&&;LQa{~t%>0Sq0od4>W>0Z@wv`y
z$awB^8}Q{;FPw%#{LqLyrzc={%dqQ0CmzLLDMpZ)5|v`qwY2N~)V?S%5ZN*F*xPaZ
zgpkYoRg{H9wI6|?P_C2@v0K>@rD&@H31uBLH^~B}oR{oEq$;>gLg|}%Z_0r9Fvar7
zQ-rU}gv5sZ1>|++9nAOP6GTmZs-UwRhi=ZSh#u(u)I?(ZkbUj}ZN_XZ(;0}!upX%x
zQF1V}VEni5!nkcAy#vucI1VmnfPL}rzSFOcLj(oW67}-U!?i$ri{^oU{o|Dz<Ogsi
zkRHT$8q4ut3l-u4#u)%W7NBE~#ibGNvn>-)YiiV)ldnv{iofWSW0&ENGewZtt1G1;
zDhY#pr%sRW2&#knH|A>dDox(YViPW|RJU)@1w?+K2OoDfn1%~|W!Yl}u%HviN#aqo
z@ImHwPn2C$*MuU>l0qiWP&vv&hbWbZ|73BL=f>FD{Ls7>|Djj)Yr;?f7Exg=*<Ju^
zFD+sz7?WQ`Rag`;GjWm4Hu|BqIY*n6x}N%o-KAiu<Y2&bMH#BEX$l>t-V$%PDN8O&
zy?<8Lp~%ZucVe4_8fZ=d>}qyWEWUtJ$?qD#a!=`&{_F&=((DG$C7-0wr?Nb&A+r0I
z2!-WRB@*B6UQlum+1(JsK(mj>H7%{1M_J?<OgDf?ZQ!J%X;0u1R!-N`s=lB&q0$#<
zfCWkOeY7DR8j={$LQTUTDzq2Qt|YTnl23A`4KBY5#+m~1rexJQ>u7?Ju0XLWsZT!@
zh)MF7I_WMOy^%Ovrk(ov4TWv4+Xn{bsodwT+1}mjUin;tWo~>OxE9_+4hVxS;g(uR
z$aiY^6%HI^G>h+`lBE({wU()DcM!y0eR5#Rt>BY?*M!3+5NWJkZNb?z*SdxJ%xW}-
z=eFxwklU9qbwBUx<l>f|T@LUy2V<OqKG7LpURpaYRx6>|gO>aBR>a2!9_PMiLo_Ga
zmt3zD_!^s(lT^2YM*g%JX;&O9;^u`_j$8q$bmQ+_r&Ggb*UTRn-C~O(Q)tT@#LvLK
zcCQ!D%SxV>{|IrwX{fO6&SI|wkvti7LiK$~pBkO(pIlAr3y%RsT_rYwcYg#EYJ+*$
zZ{vDEZod3ks?D+=)-;H7DWE^ZsqZnoc5>%%U$|3vL*gKYqD#QCsY8!9a4IWe)nEql
z_6Y*?G}-+3@=^P|Ey`xuWg}KG=Uhe83Kk8;RfE;ft2G{(uK2~pGlQ1RxIaqdGu`1B
zmBI2%`l?J7O*5;5R(gek4da5yNvU!YK(lr6JNzQsKRpiFn~uezB@ohN1D&TSA+rkM
zA(Y6MO4L-ucxNvgBG01ZlSFs<+a=cy!PI`yVYb!Bf>huYB>q0vTh?V`weq2u|DKP<
zVb->zjYNCb-Hpc+qg+vgPi|J%iOvE_f-L|sF5gQ&9RyBNq+7pHvVbo)leM#*yW+M$
z5Xt7A<D0k7!RHPLn2(s#Nr`ck{hscm_Ojv(vE_Z#c;s7Ql}#S6Qtr4^)sHLlCyqk_
zX9;~AL<`KnMtnObdQi1x&MMAx8<jw2G!7~chCMp(?$3A4Sv>U~P~gGw7s{0{v7=~?
z!KmfND9NP_dxgD|O>YbFRE3}xhH`0Linh!PC{#ygNn?(tzn4)KDVxnE$0#T(&MUGg
zHYpIBRlW8%$gdQyY%YG|(05UB8obXvqPvJFuQ+KLWGZjvA}s_G26p?9ymmBMBPMU#
z;YaS(*<TYxnIb+dCm(I9@O3>-nhP@0yS*A1VIL0}TyI1QRuR64!4$bTE4pOHKtB7|
z`b2>47rw10{O1JHBgU@rJf0#I?R;T3gs4mb2QQd3B4qHV2Nfx7j*3Z9pC4LsMkHQ>
zEDnn$sbK4SS0o1FP)>zbQ=HvTc}MoPp-d?tP{|#@bdw--m){6)(zxqd>F%QM_YWWU
z$HxQFzF=6j3*P;Z=}tQT=C?s#Kp0wp5^Mnt!|)uAkb%pE`h&I90d_1zp)pMvMb&iR
z3di5aXd?o?TSY(*sXR>{LA73WVDy|SUUvR?wJE_usmYtX^?WdW!j8c<wOT8^6?W^m
zo$2kTf&tBgh{&itSmEw^5M1j~MY}x5SG|O|)<ShsnS7Rfseyel7f*ayDn)&@x$zkk
zVzMgdY_#yW{TRyw6`$+Y#h)lTneM*89*%ahxGDvnN1UH&hl`wP5f%BqJvS9X+e3(1
z$xsIRqV|Z1t%Gn=hq-?Zn`ZAOWn7G6KmH^P9}nLy*r}cO0`C+Ey?EyEW1ISm4VHR1
z6&8vhF~XcyGx&z_bnwHzOmeAh{?s>TtBpACsj1yl1$?0=#GewJG)w}BD4v^+G+!cs
zjZL_Ms55<7m_rI2zmB4$(?XV~bBZnSIw8Stn3T|A#T8<_8n&5!U+<PQfO{nPka3K|
z&3XH{QnOFxpZEojlG$|t)xgr~TOC~R<9;l10kK|80Bd=uJl&N`hKYJDgh#8-Mj5NZ
zFO6D(`hp6o)-_|NblofwGzqws;8q@pdsuLmxEH<e!l=@EiR;${gn`zD6AMzonQ=xe
zsv4dOipgblS!>)SNQu*q=s$oglBZap5VJKWOJkjf#3IBEV#qDBv<wlPmz26u8lmX$
zp`nro6I5B#N@NvaH5jbLdoXlH3d4i2Vi;AJz5{ZXX&s09DUek|DRRt9o2@p(VorxI
z_U3JBLQ~g2)mev<R&EI>^3n2({%pqW=4%+F$srpg0L>DUN5})Bg#O92!PUR!!=PiS
z((WS-G43+WNjt1APfwdH3wySk@}-&7C^t06aK1j(II(rLxK91q{2mB=4Av2u%(iId
z+7@^a{dKd6!0K%CuCDwMUuY=QhkmN;PR8H^V*W%P7A5wHSvG?j3b?&8o=NuLFCVX&
z5$Nx<0=*nfHg9H`OdQ*G*)Q8B;Y?c8P~J+RGp~7u^<8VYds%O)c#pGXdqFnWak4vl
zlGq%b&P~nz1%xT=c4gf4<Zjb)MskmQ`McAp<YcdX=%KUotGU_DveQI#b0zB@T)4e_
zt@scXTBY4$-0dt|h@=4nvH&S5%1r#u9DGS2UwL_c^&`Qrg51SRHZh;ChnyE8fF)7x
zc4=pQF;m!X=Vg8g?ff|9h*>%@GUJ|H3`v5I^gf-R^y&1i;FFqgOdqgiY(6<H+-@$X
zO}fD4OIr9e*g<kes*989b1YsLtW|RMq|c+1(h$sF=@#vP+GLbXqJ7k7Lj`p~P-cM^
zMGLJbalt`s!T5S)Kc(00?JOj~)OP%qG~rkJ*$H5L|2CGg5$0R2szi@vsN+Nb)bah+
zxzD4A*QbK)t=$+?65~Pz=#EmfJVv4++H5q?AL}dd5dl+LUxUMi&)me@mRsnFIA#Zx
z9VQ}qoX@ViFM6z=Caj(|D#BAZe{2Ho80zANz4mf3XeskF^z#W=ms%EW=}qdVr$Y5u
z&rJYp5-iePuKfC4%ay>tUdp6BG8`fjTsz#dqGFbX!<su<vZ4$c3>c~cmU5yV>mTW>
z(w54j?3TZWsjXAh3qh}K;#c1<P~u-iht$)j+lW@d(p)mZ?P6~JL?q`wAu;Y_cTASf
zthGLBIQi10WtK>G_)}Dxx)>Hv(Ovn)rt6NRgJh6;3G%Ck<f|*qEeLWV_FmTnvma@p
z$(r(xX)0@QgA1ew3HFrt;?m-xrRrt?rsX7V;{oTiS*`U!!ub46>f5ipEDRxi&W;P_
zQP*6z^Y?2~FHTt$)p9*$5fdc`<c3PV7I0AKC#OC{zfST~N2qTjIfxJt*CS%E3}Vgn
zYnWFEU~gkj_rsY72$-*%kN4A>CkZ6qeMK$WFhNL-Cc^Yli!h00ipEmf1=81gu?j~)
z(*A+VEggzwE%(9Q@Axz-TDRc1ii-GSE~pX;&$NwG)BwfdrO=#b&esyIj8w*)-O=Pz
zMuW$(HN9D&jKxJyi;FbbVtyVyJ>C$itO`d;3O3@3(%5@5&W;yQG<sL(QQz$n6G|Cd
ze+L@Pje~r-GP=Rpb5$qpJu9jJ&dt{Ke!6AMFAV{YEQ0zr6kj%2KB4Rr`yY7SYn3^&
zuZE+`szfu_CoJ$sLZ%J++MX4M&;qyQq?xoAd_J*`4F*1u_sB4Gpu{?nPQcW0<bl5W
zhOHHDS`c-Ea!Vul%Zkc!dyK8s$HS8t>j{=EX@Cj1W{(DbD-JDPj_rKW@CW&D$K9yO
z*IwKgZ^+Xecf33q=Wkte8sUKR&wP48HKgh1NVLiHQG)$O`SA@&PEq#+CR&0&`^epa
zs6v>B*?S|l&ORIaU1|F}>fpPPxtqA~kVd*|QB_scoY_pX+Os(C(1=JSZ4cYqmn<CK
zEb1zjAC=^G2&+ch0l+6AC4CH_bGsr}ubU56&Qgw94>Xa5V3%WLVyxL1C~jtJ%!~@I
z;|`dgXMgCQx8o}Ic89Vj<t0^)-z>ngOxXlHsT*Cw=bJpr&fiHae&V=>FBqfDXCupX
z0fR?(y;{G0jeB|jdnM$fKo^@KwDto1h?FmSp>XZP>F*bc%9o<+&<}LXfEp%r`S9cw
zD|aXPNl#bbugb={%gN^o8Y%z@IUzP477OK@;KXNwD6h8w?pwW*g{jO%#+R{0GgJ9v
zg+*yBN5N!A`eQ{F^>>kdR8H$1yer`2t*`eOOj#bk0LPE~n1;RCIgxvKSR{~nIU9u^
z)V+2y!E6~+!Wgr#_9d=$YM|YMTW1(na$Iga)3XhLF>+MHlB8Uais?+4cutlkuo5a(
zZZ8}V2YJxPSJxb>ENs^DWnZlhHG~|v7h};1+Ftvfe!xPm7QL1qeHIyqiLH<vuQ^ji
zs6pOuLZA;Q=Z2RK(gLjy))MvZ?dMJWC?4r^he!{y!vdKM>MZA7_dz`&ljR!Us6@TC
z)QEel`Kud1!^JFyBhSvrgc#{SM`bCYwvNf35kNVUP&+&{*T-nj_`;R<!I`clzgCZh
z;$WPZ($Ah3KdQ4M5_#t+M@8iteFVDV<apeG-j2Su!Z4ZB{c`?di?l0eF$Gig1;tE1
z;-K~<>?$RmzK&{E74@m2A`8GoVS2i6YHX2Q!9+E~nsqpg;ijTfke)XuF;Rj_-am(#
zFgll_@;zBW1A69Cnj(>OND5H}sFMzU^!p;LAVuSBZUIoU3Y4Hhc6@kmyFBYSy@l_k
zeziXw5ydzMPGP0K(-x;wfwvdalr-#90VoAd;S{hQ;>H(`)lW!Xa)DsPh4|IBNHvCD
zS1^XvpH{P`Oc_8<=YR!SRe<kZ>9NKAZ?PhJvqX^m8Be5|J}*u<LvI98SkAmKnLKL_
zQOR&JvG6{!<D}PgyAEoTnD|-U^*QD9eseq1-`6Qv5M30+DmO|S?N&GVz-dQ6Vp`#Y
zkU5s}!HI#*#cQBRpipv&p+o%}Kp~mpVC8ZoNwkhv0eFO*`U)u)<~vH1TV{k1PhSir
z{dFU!hjs0j=j7YVU3&NPEh$R&vlB{3a+Cx0{<RKCf6**WvL^r#2vE&1^pF26>OBqZ
zKccu>nA`piXHO*{#wWlpM8<7xq-FXRJ>FK&OaYgf`7Kr0TaUL`?|QVjzvI8ZMTh6M
z(RmMN&qB@ccGgtOzy_C&_OE`5dPW9@wz%}v)KFAPLVq35P`@Aj=Avb0Wa@-V@>|4P
zg!=b3*|&6JwmOEmR1y}}X77Ue^#0;bK}++N)=bz|%hX7R+uXoZ5BF~_JUkYTxT+Mi
zw6wSsbhHd_G3%M$hDJ@tr2Z#v{X5@xHr7U#Z;|!iLhNf<{`*+|J)%9$zt4r3mW?g1
zp_cVq0)V&cdCyJp&gm^l+COLJPh5RDYdgL7p#Ohe$bSgL{XN5P^Q35`YinqOt4hnn
zjQd{Ra|lqs%_$2mBO}vWc(u2{_;hrCmA5tqX8PZ~-rN3AFfcIU{&&is{(nh$r=b2V
z<6REZ+eE#W_kBhh8eFEgk-Q(j(=br~)$g5x`AzQczHjZn>HhBbFS@^Zu+YCJsr%FV
z*LD51{Y&n@#{0(m&;D;&e_zY{!o8Pw+3)qc+&}&P)bDff`~3SD-|61^zK`v_{!{+C
z)_-o_b?x^g|F7FWV*gC}UxWK!`~9=!UHCs+{{J}o?~dZF-<uKeo4=*=Gcq^8eN#Yl
zZgU%>KMntGA8$%)Wc|0gzgh3U+r*y?Ex&URzFWXw_#kIwre`Ce=OANYre!WAD=zmh
zka#nezafE{<;`aQh6MV*?Bc%%3BQ@+zH!I>&Hldu4vhahaA06$egg+;CS2Ngg?Q77
z|08htM>58Lfdd26zhlFHHY@)%K>W@#@^1ja@Ly@wAEo~<>i-L?|0gNR|FrtQF`I(N
z!c_M^7M_Og%{}~=&VcFv182ZU`@Y^xjDOafhWh`+8N8eNzmjkMYrSb0-W<<=ID`Lb
zBL3^OexK0)$r=1v?RQu34r|o^a0G9#_y&9bCvM=K<`3_8sQ(Kze}np)l=u1%Z2!Xv
zykXq$b8i&?Z=AqyUT;q2kHo*~cdUAs{qObrxZc~|%lozcaR=}9Z+H0jxj%jA-reCF
zpFec(`|l%uuYZ^SN0k5PSpFRSk@>F?{$H?@e`KlRwJ^1?mbKK<(Zl_Fx&M`YN7(Ew
z1JFC#{wE1n|ITAYM??JvmcQ>7a2els|4JpKB&ltzr(+96_4mySE%h7b@fg|KNa<Pg
zT9{c{n7`kJG5;g4&hb)^2R1(z*!h~dtj;1v$1FWUDI_*<vy{n2JR@j@HgHxxGLp2E
z+<9vRzBgb~n)@)UZ|%V4^ksKBX(7qYVb3jHGUe;G+pXK)BL`g*;S~y~H!j56|D^aJ
z2$?SgOZ{cGydg_p;mu|(Z$L!z#|>r9r^#BA8kIR7(SfL_*&%v`62S;B5!H$WoF%E6
zaEsOtDk^11;iRI94R-85V4Qa1)ylVsH9%2#%h%$EYOT>ocdbu^R8k7#%hd2^VJrND
zh{*8gOf;YoL^S|pr58+_haK@LbwNfePtJx5Rg{J;8)2U+cg59?M#eA4Rho7v0x2wZ
zWIwBLsMvnNon5XPs$JI_TY{Ta!5sHiz%R1~#~u$Z<{$S)smTPTFvR<h9pef+gv#BM
ze>IfV=35-DYl5@;J&-(rNV&0&xVd2$s+JkDH9jW83p6f~cbBUJwt+uxDW8henLBZ=
zNHigb^=-9oFPClGTQxGIWlpu_M9eT1zmA&QMdx~5b`76tu0>KAA4<<}ENn$vE*(DJ
z^o2L=^y-{zt!VQm4nW|>;kdNNc&8B#o$CFZ`obVrat$?c+;x0*Ey>~zHDxjUy0KPr
znu+c2q1fzZbiaEHyc<FLsOZSp$=(BgJM;~QLJ~VBqFvTY%mNRt#63_Z67h_PE$nau
z)_zja-M&D@uEd^n=VchYBDT9kRj<h2#QjID<)vmv<XTgXxzk0WtB}nX@h!gE!**)`
zT6+H2LlVWH!%Ug6qufo3(iF0^*YYHV1c6;i`mH`H<AKnzf^ga5PK&wId7|s^QM~y{
zG(7ntq@(zX%q*y8lWgT^P+rX}nxwgFx2_sM<R)V<^?9n<JT7_89C)u=A3H{p3y@m^
zY2J69JXa?39E>tSaqp)faW;EIv4SokE4<QictlZPqYYmUxMo|OQ=Md)UM!nD<~iN#
zmZ$(6R?;v;8w5PC%an@_7qrNztZdt4yPa%Op)@%dtX!_s+(Cf3lIPN11Wee8vJl7D
z)oQ+KHXbN&^5~W1k*EXWu_dP)?E=vy3&OEULCWARE~j_^|E3gWdehF}+OWU%gd17~
z;%%p_)wl(*a##IdN-}O-bYtF~e9Hx`^1IECt0ZsM<+I5uIECRG&0E`tvUrs<2l$=D
zeC{=r;@ViqY5eaeIN5aUuoJ7R*b~YkIetm|S;&*6Q!Qq*NmkXr_K!)X-xBQnG}It&
zREJCxr$aml_Z$a*z<5|^K4@ep)NfE6l0D)zAE;DCEd88dw~hlh0kx$fM^A<5#s^C@
zIq0w;GFiqgKUAqYP_wVbwLjXbPy2$d0HXM^a;Z|+T*Gk~+uX>2<-S6()ISDp=x0Si
znw$`HDibY1)@3fQ#6EE-UHkn+VYYzJcBtUZjvSf@k7PHMt6<r=j!v7Kkd?`fWV6%A
zZp|CyL+r?^P||n-GGpCY<f<Ghx6FiRvYSFfw7(*pOjcrC0NKWR?jmZt=Jy#0Iu2wd
z8G~1Ax7PwDpEzS~XBq)4wt}ZCRWPfnN2|w8$g*TzdeAF8fblXshojcr?OF=UDl$vS
z=_;6)ubO3#{?imIP~-Dui7NZ?nt-Y$WJlIUKl7VXRn%mi&g=^p3KA=T;gdaF@LhVi
zG(hMyUhf>|O-N+6YOLX_+lYuUpnv?0SQq20UcKO(5x`J}isRR>75pMq#!`3Nq0KKv
zs=4+dD039wSNH*=-DfB#S*n*Me20zv{&qvWCbcXz74Roh+c_^Os5*X>liNC_UFwbW
zFI}~!KCiwNvxm5I6t_0oYGpn4CNibc{!?YocjzF;1<d8`Y|q;-PV)v@D)96MSu6Oz
znB)O(G`SVCAdn(ItWH~1rE7;*7MUaqgwzw8WuLUW^+ZqNkxOt^7A0#;Zvd*{V~qyr
z$VZdwjd7&Oibdwr&yD8yhHk|y*FU)Sr`TcH>EY(8;9lrjRkYNggHPqN$4G?>;v4|S
zN=Xi)x3oP+vt1)u;8$d*NAYgwt19pYD`oD6S*rW-A+rR)Sz|Z!G0%c-Q*Rnnf#9Yg
zoH?5VH}F$czM)X-So3_=*;Z(0vPGoMTH2JtnXt_|OBD}V5vq&|%(r!VYP>8b5>vrI
zB_w!PKD#g0*Y3!wKv$L07~?*nX%d5{Vbaiz2={uX)xVVys^JHy5p1!V`HC}no<h14
zTbRPUnwk{7D3F`FxaTa>CzB7gw5b7*wc`|qPR8uMN>}3V7SuBJfTBGD$a=%-w<FP<
z8?5f+GoF99w%bo8=KgPJKEqmeMlkzsh=&=o@SjX(|AU6NI~nIMYpjVEIHJ`aLHx^r
z%km}`xk|nMas}MbUJ9yZI0Un7kbl{(3Pzb|AOq+7X$CQhL7Ia`(6XXgS;`{w4B398
zeM#QGNAWha+UbWP(T`;Vd1<>H&=(5QU~-(FDtTpM`|t{~05gO6s^4mhMbP&*?Lv0p
z`Hz`(nQhOSW>)03BY0IB(v2q?tPT}jel3)m)AuF2GCpM9*kbjj<v_F~w{jehSD%h>
zB)M_BJ02Kl6U$1oB0?W_i9IEWcAJa$@l-d^yz(B?DO3Jbwd3{kkzuEqA>O#4mf(GL
zikyuNxvMVAUp?mSAm$G#DohEQYP*Trqx+d04NOOq72j-r;Y6z{U-&?-04P?>J(Q|d
zi=M80u`ikZYyjfNVHJ?1lp#}muau$Uz3Wl1f{+mUaD=Y`5K_*V?lDF?LQ!oEc3#Nv
zKq*o+{W=OKvbjzEuvT`z*<ArBPEsyYz0lvhzSs?Mm2M&Fc~TK=S>9I%bQ9$i&X)aV
z(gUrBV82wRS<iR(+P$5%9&mXSKQ->Lz!Ty-@$;zca0fXdF<#}3GiCW98H5&!Ouv{|
z5rgL)`-t8g4*+3O`zsIh3P#~<g<5pMJ0a{J!2ONaH*!ZzlmoIuM*D4k3eFT8;3H4m
zaV_$TD<asekG?10%;4+J&1<)<an>zs_sgy5+v;t4Cc}l-$_xauguqp|#iqqSNm7DS
zoV=8A8x^f2pTKQm3eCrN7)M0Dj&d}pF8V~(Lr38ZTUp2~nvc|ObAMV&&&15SJtZqc
zd0f%X6_3NR6J4z&K3hVpgRfj_I6aoFp$Ct#FBihhNp<ggOC%dO?+#vPH`Kk;@F-Hy
zGv*z|DDQ9hJW4d!D38<`&Ta-E#a>HubEY`>F#{>co@fF{^~cU9DpLhryZo__vQ)lZ
z`zTUEbnF&fRYaQ?KS^P%0zeAwv@*!h5M@C__V>A|RGqFjNA_x}fKjPrlFy&noC^hA
zY8CTqPOcQ^#bbSp#S%{Tkw+a&_F*{{KNJYDcr0%yq_(_2Yn?PAnwLwGD><kPnGL$P
z$>Mh~QBrw6ojorGE$bNW-T+l8s&zk$W~)v0e*yp7&HeF`Z#P*!@xS)!^V7cU$A_2n
za1`SioiymSvUfkRdgIx@Er_6Z&F~`tY^lswrL!V?Aw9?YjE=O}O+j?6Ec=sv4Wvtj
zaoL8Y-4cb?mCuu^gRSTx%954Hpg*|n(0JJc)03|`gG0$GM6fx7T?l=X|2TyXpnC>u
z1)*Zc&y8pE7k=kWyfp>YDRbE`ImpMw1a-2ecTB)2p2boBtto%Q!Z<>06->=TW^MO>
z*#EzP;2lm3%E+#XyOX!Zp{7aUG=Ksb_5evJ>R^EkM@?cTSIVABSIclUA8KEo*tkj?
z2ATXd9#K8(P0UK;K2>hBWd!ydYG&yTJ=Fc=f3zUOrP;fTug`i;E}^d6_N{q-J$v;G
zq6x4kEYo@Y7)%46o1~<+z~=k<II-7hXL9*y$;b%b-V?b8n0BBzS+0je6Hi}Rl&>r|
zEn80(O}If+ZDi`6IBnCoyY={#{@VJpPJGb;e)4o?Z=GPrL(oBZO#ageu6Dn!yc%%4
z*U--y?1}EX-jCe@(A=MNf$rPhUI#b8-Fy6}uY>=Q1@wRanDUP#o<c#xic8^3%m{9`
zis#bU-BpgCiGY28qfd{`Kj;$EnH_W3?sA(A)m7DP3t2lnoB@JSgY0G9ge^QzfGTtG
zOM(j|u%fR3;)>;0dV=oHb}w~DmpgSzQAhXL9Fc9iXR9-70}K(_Qn`e}di`|qpRg|?
z2b7|bV93L?(VXm>4^H7hlU{TB75RC0p>KY%ti{T&#@X?^Kc1}YfF?DoitV;(M&1{M
z1Qx<ywQ2I}PD$*B@bi%<mlD%M5eVSl6=aw`kwX=QGAkbw11C|oO00T#-=CpAIJ{&n
z#>rdNj^I&~?@sjuh+1lOx~D)y`O<oG3fG<``b8U@6AR&Y$t?xu8j*ZtqveiwId6>U
z*JHou1@AcKyj?B2foqVBX%bG2N(_>^ei^N{Z>H{pp3?ZS@VUKF3E?BImxaUj7vz3)
z5nKWc+WZww@Pxkn)UWTKEY#ul+<pu5cC{drsu++1E2;Xn4o=GPY;qwTknL8e<cFXo
zrW07B<Tcf7HYCmv=Hn)9cY=BHz_^B0JLd}ic?m-ub&Uq?yrA^lPLl~#xuaYAdk%L(
z0xJXH<Wd}1)9xv$Ng-Ju@+&nR`miCyYY927Q>v@sVFl=RYwD<@CFhQp^E@))S^r9%
zoQ3M;XOC44H}}^)<c4q4eXg2ZDiZy<@JU)iy(<iBvrS9d$k_y1SaI@-^vL9ZTkgDz
zDE^|(Fn@HNS#U8WEgq{#Ndxlz!~7o9Dyqw05dCbP8C9VrGgr(=Y|<sDJgltPi{;-g
z*`;sz+2n(j5Pa%*z<$V=oTymGbcu#&DtsLB4ZK>Q%?Qp+(dVu#N^wb@!?xE$jc)7E
z33JEvqx;Ur7_j(Y7(@yrU_k@a5drXQ+wp44Bo9N*!B-s=Rf4`#<bYD|QL6;G`W6x|
zW<Wc?3jm!Su`=+~N9Td#s{Zsi1*9&g>t@<+k~3@5oK!ZrWDUx8Y^?6vY?GGfX5MIQ
zMZ!O+cw(+fqG*0VQ&ffVsqdDGdsTd@{aX&TJ3-OYC>jLZbvf^56NRpI$jKZo(NE-c
zCt25|=rjo?;(!yk5NfI`EM@bKP~KwLssvjIWP7h0PojkUZC!PyN2Xl!ACU8*#>h&>
ziIElNLwekd`*$ekjl2bAs?`1iC4xUJHED8j;*ZB;l{WO8`W>2FyfLbd<$BL=C@mC%
z@f*3J`4dHMn~|~2c!ca;dCDI!Vc1C*jmp1i%!9L9O>F}?hwFHiitf-)4`hUV188Fu
zX&Y843FoKg==ZWgHFR62SrD#$jWxiX!(D|W0ZHolxdrrzJ`~*u>L*lYSnVnCQcxsq
z>@Yg~KJ3=(Gjvh=x6DCdQZB3?<|sMNW5Z-{-ZWPsWFqkt9qNQoG)$9}B^=l?atNc!
z{h$Xe6<Uf9I<CbUfk}h7$+iXQr@GpnW?RSIZ=aN%n{kRk_z{VB($_wYsn*IL%RjSP
zN2Qc2Y@-c=a_JB`f0;Qgf00c}n`dse>~jnTc;stTJsgwIk6x>`HF&biynX31SPjFt
zK8^k=OA0SY(H}2T_yi4Yq2F6i9EQr_o_nrhcO#MTz|55gfw<0vbo&K@17qMgWG&qe
zEdq^)!JBR<nmU?tRAPl~OEaW8%)n|ia(WD8k+S<knx9xG2n7zvcWlp5S1ubbb$h7m
zM~^Tqwi>SjuTW`Xw^h*iDff~x-?fJky;TCN+%hF)W=6jvx+eqr$bOQqn4-3i*<iGE
ze!l9K&7}j%%4r~MSoWD$t(Bi06Cq2|iW40nOinif?MV|nDdcuPo8ryMnx=`o_?FXL
z!0;g%-kaJ@9#PZLc~uH@i1&5OP+S2i9j$==LWmGLsrm+gNNo*PI@J@=KLJD@!LsO%
z@bl|xyUGO*gEO{CHL=nomq+Q<9%8%?whW6uVuT-baSnL}F!CZFvAFZAaJ(Kl-q16e
zIkP+G+lRW5^_yvK^cxN_hK|#qXjEPr)@#THF29T*4X<UaZ%;EsPq`0)<$BlkH;+N!
zE29zcZTx0PNQ_%MyV>vv3udm;2VlPLx%jUF3xo=E3Y6x<3zmM(`+THKR9Mz61-h4A
z2++Gv3@@mu5aJ3bn-A+Sg<*Ef->pJ-wJeX-MB8#IC}-Wr#VFS~yem_kY7kjP!n7lj
zy)CU;TvvxIv@|>yL0cl*uw>DDHm|wkSKo(f=GzTx6yvtsXp@|H;mO03z64@50V_1(
z+hoSeghN*p&2I2`eg@sbP-t1j3V|xmkp-UmkW0a)ySgkd*YUXhnd5X5$R{Q<eG~}t
z24cv2Z*&f_-=CP3TXxqj?Z=0ER$xB$<S|RWAW4i4lWMnhhDFA6472YVTgr&t@F`r#
zYA}4)Yrtag?cp)PQy}h8LI6<OsSht%&qaghq7ivaFB3&ai3c5X9h@dIr1`)jQKnpU
zg!4!wRmb_t>*r*fUHHglIf(u<aYRH_SDvuo&%qSaJbSx7=K}2FF5n4>>$j&bL(?`q
zeT_d0_5*7%87pyea)P%E2tevWyf7|(!`*Xsa@LF?4*-jyPqTC)`Z|r|H4u3;P+iPK
z+!u8EBm>RUT2W-8K4_Bs7(+lrPIjiT!{%Qasmb_~ifMg$?6a*aLYgTo2Gti<V(M7S
zPiy1bcs$VEl3r-rUTA-D&S|zBCqPoiV(G3!_7X5LQ*$74jyhuXi#nwbzKB^;w!5d`
zHLn@ooihE8!mb3Wi8GH!yePWXYVCSE^@3{6OforHgi?r_6^TMzi+H@r%p^>iWWr=d
zf?BWQ$>IUtR_j`At%|F@6<2A+;z2#}!n;bVQZIbk)~of{|4asw(DrTe!sPpZ|7-ro
z_YHi%_gE=BKa^gIzl?2CJGX0_x2Lq3<7$N!d>wJ@dBm|BwstjZ90_apouscHDQKSe
zQ}4B#AMYui_S%hTN6KJZ#FSNi)}7CqdrN;w`05bevoE=$|D=nBJ$m&VclbeSe)5ee
z73*z>J$vuZJJct#TV#dp=J|W4H@B!=_}qJ8$v*60hnnVb5&9!bP0>VN>Cj$B)nl#d
ze=N9_^H@8ucFMroQ?I_s>v-|O*=I?b+9f}}-mUUlQ~RvLLs~seDQ!C0a9I_<>Nxz<
z+YJd%uC$o_m$){~3%i%K`YDn!eUvgQue`&83%?bris<({*WH{_cQblj>hYRu-(#mY
zK72Q&=xjgj>9Q3kKA2W?rJuQE_}p$ys<))hD&S@mtp3+3YHh~w(z@;YwoZ&GS^lVa
z%Z$W!yZkF&m^Q=7aY;uk=FIqvt`R@H&gT4(nwH;XMYCM9vrrfDF@Eagsf1$M8aYPu
zkcwH4pIKO)@bjDRo?N={3xB((IoqD+bniU7S=FA3+=2Hjb5;)8r>^m@bXni}e9^_G
z&%dgxYQ6vMmTUZjK04mq)#aDYACEeddH$P-6PLZ%t(9F5UwPx~uTgyEuIpQ~t6N(5
z)1JF!^FB$7GrTc#-d|^T5{j7iV$r9cZ(OIlP<N+n$EAhhZnMEMB;HP~&bF-CF>TA;
zS;GFS6~BtNR=w7C{*#tHy=7J9=Pu;?6E~ixMsAwCY+KGw_wFxiIvFb-C!+7;eKIy>
zYFf27rNkDEpIr5X9=YXe+vTqw)>Z%bWa_v@?!7&i44l5=`m)g<e0Oi4Y1*Vd*{vTx
zSwA=;?SL7!$xQXnt7FSMEO+lrYcVHxl=0Pw@@Lj_Eg}!Sb3P-xJoQ}6h=Y4(y%;vM
zUF^l{cc<Rox^zSSbmVFONx!VkZ#IH&)?;z>fJe@}4~l29E4IDYcg9q%ihZkMe|p5u
zCHL3dJ|=wFZ|bSaqTKDh2R7Yyvdyf6oo;^C<33>gp2a83U0m_r=udh_suM@e-~ZEp
zw|uE;ukD@Cv1q5t@94N_lruZq@p{dzhpBsaw{7W9tIXSQt;;Vhx1UEJbbD55op~l_
z<IJNeW1pOzG(BOxx^(m&y#~GAdn<0}(P4;T_rlAW-r4`$Sh1(&*LSCM%^&)pG``&%
z3FC^trL`+ui;Oc?UhhBQ#HP2>qI=a|db9M#u6ZYh4Ey0f?wy10wRqZQYTAvnFYI5(
zuibFw3s?0yTXmNL)v_+l%Kv`#=GdVpbo$iUC7H#i+?6F0qw}}l8G3Ga<ng{csi^E7
z8R>UUj$dA~&9`-CzvBzuv5mQx?rO&#oAzCNZNk#cO*_Qpb=;-RYJKnh=9`Y5?mO{e
zVb0n6W2&)UWgoU)JE~A!cdT;`+ON3mDq$};R8ufFDK54$Ikx|U_{qub2jA%TsMD~%
zp3U+8_TQgrb@8{pOK#3t-Q>jn%q`sx9IU!k@@(C;4I@r{=KG}Nv)pHo*8O;HRO~Ub
z`}3;YD00ugD-JAp_36_l{%`+wq;gGSMf<7cF=^&iJ-ZanU(mf-<nEWRVX6U(_n!Qt
zUr@AR7>#7c>7;quL(&qkLWiIZo}NG>C`s^~2QCaxif$)M`w^7l1cH>2DrlDIaS^=e
zW(g6xl5@e)Nj8G=@*%mvuoR8pW(3U<If3>85x^#91A@AE0#s|@Y!P*cEK7qZMYvov
zUw@?>EP~Q3%Xoc^55Bo6!Us?m+7q}s;ZTSHr<^=N3XJ5QOJrEt082YTTf>l-VKb<k
z@ra<uOY=e&C;A8vr8otK8~{fNjso(s!!W0a%fpbFP_k?_phMsZigpt`M8L_w2ks%o
z$I71DEC`yegffF-AkgxSjaEnyQI_`kK!{ZYIPl4*%uWnkH3kepEh5h$8Uy5q6nQCK
zc`$;II(ROd_Ba4zqk$uOG-!h4ym^Yh98WoE2nFMT-~+Y?WjPl^60C=Vkg4G(MLQvR
zw2Scx;334wO^|Z-DcZ%;;E|UVeM&5aT+Sy#Kp76QCS<{Ma7d7%0Nid7(U@>K><mXq
z1ryLp(iFq81k{TsL<qcd6FyR8W%o>Q6EK}45<E!B-?Io7+>=cyWFKIC;5HHi^@JuW
zb`wL3H8D_zXksuVaMCP+I1(WzNe#YO6eSi#i6vBtB`9oF_^b+_HI&a9<g*A8_DV5s
zQ-o}akS$cmR?id^c8jdQcmdLd+LU@2sc0CfXc!r)VPsG;Lz%Z{alF(QG=RT6P{~mJ
zgrb5_Scp&+gyIAdR7C{BL_j8?+m)0-AxOQ8(uxu~R0%NES2m;YF$y0O%EtuxXemq{
z#W<%3af%QZD#X<@1%)YQ0s~77$|*q-6?svS7enR6pj@6Z4~u~mq`dl>25dtEuqOn*
zqm>T18&C{E+`<r=oj?oFM*!Pt04)G|4FEd<e2>Hs0v?i=UBE2_&Y~q4P$)=91}*%7
zmC=OPnG9v?AOzo^85&I_JN`_sgkNY-o5XWo8SE$BlHROGOgb&xJ3t0SQW#FavLg5p
ztr<WlfdL}z6yS0i?c+pV+96~Ri^VStP8SGhb$K{A9YZ8!PnvW;XvoREJe!mb(1n1S
zBw!4j=1Yvj!5LVWnR>0mk}yR2(^)``a#kO(V08oLNWupM=423|tlVw~q@v=a-L642
z0Y6Z?9RwuwNk9Nhk?FA8WTL~92O+4P_QS#_;|P+Jt97jG{4l6w;twKZCmhg7>GeS#
zE+Y_<Acb<oG!1UUMkNP3Y=<4nP_VU1iAaNBCvhTx44_B?bs(wog%v_r#^mYxGz27)
z2!L>Mt}vM}U{w-N69CghVqU&dc~z9ksS;G#DnzAGsZ~07BdP)L$(7&g5DvA9RB<Xd
zK*b<llt{wz8^Z_?s{vj@WVrzvy&f48pm-^#+UHbzXkh@$<q|H2R+F52%sU`EjH8mJ
z(uhfp)nXbP(_wmz4ma!Z{+Koz!=iyjb`ZAj|HBvTK|fDBqX5ODj{@|W@<I%HJ+4Qb
zNPvc$^b%G_dLbT#78pr<h6WmL(&!;wjrlZCqTw{H34<(#(=g5NX}C@gc%yJWtqDA9
zM8l03RB$*Su7e&7r-4}<x-*PVYcv{uX9G6^cBc`a8G~)N5zS<hIwxG8S#N9{1Fac{
z$Fguf9P-!L29E2n#<IB4Z1^3`V9+)888>0Z#xaGw!B*bLuE`)lV(Wc|$16Zf^HFlg
zTRlz=fyY#-wb3*Vo?x_cXTd7QOr)g}L9NM1W}L}D(RxDf)M_w?k;E{PAT>q@W~4Ev
zSx4hke4K%Fn4Gwd&^suHmZr2uvzc<5NeBalnY9{cyu2j%1b7gU>kl`X45p|)eJr*?
GQU3$yyDo_U

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-reg.xml
new file mode 100644
index 00000000..ff791244
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-reg.xml
@@ -0,0 +1,107 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-009-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='148'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='353'/>
+         <instruction instr-id='353' subinstr-id='2'/>
+         <instruction instr-id='353' subinstr-id='4'/>
+         <instruction instr-id='353' subinstr-id='6'/>
+         <instruction instr-id='353' subinstr-id='8'/>
+         <instruction instr-id='353' subinstr-id='10'/>
+         <instruction instr-id='358'/>
+         <instruction instr-id='358' subinstr-id='2'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='367'/>
+         <instruction instr-id='367' subinstr-id='2'/>
+         <instruction instr-id='367' subinstr-id='4'/>
+         <instruction instr-id='367' subinstr-id='6'/>
+         <instruction instr-id='367' subinstr-id='8'/>
+         <instruction instr-id='371'/>
+         <instruction instr-id='371' subinstr-id='2'/>
+         <instruction instr-id='371' subinstr-id='4'/>
+         <instruction instr-id='371' subinstr-id='6'/>
+         <instruction instr-id='371' subinstr-id='8'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='414'/>
+         <instruction instr-id='414' subinstr-id='2'/>
+         <instruction instr-id='414' subinstr-id='4'/>
+         <instruction instr-id='418'/>
+         <instruction instr-id='418' subinstr-id='2'/>
+         <instruction instr-id='418' subinstr-id='4'/>
+         <instruction instr-id='418' subinstr-id='6'/>
+         <instruction instr-id='418' subinstr-id='8'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='458'/>
+         <instruction instr-id='458' subinstr-id='2'/>
+         <instruction instr-id='458' subinstr-id='4'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='466'/>
+         <instruction instr-id='466' subinstr-id='2'/>
+         <instruction instr-id='472'/>
+         <instruction instr-id='475'/>
+         <instruction instr-id='475' subinstr-id='2'/>
+         <instruction instr-id='475' subinstr-id='4'/>
+         <instruction instr-id='475' subinstr-id='6'/>
+         <instruction instr-id='475' subinstr-id='8'/>
+         <instruction instr-id='479'/>
+         <instruction instr-id='479' subinstr-id='2'/>
+         <instruction instr-id='479' subinstr-id='4'/>
+         <instruction instr-id='479' subinstr-id='6'/>
+         <instruction instr-id='479' subinstr-id='8'/>
+         <instruction instr-id='518'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='522' subinstr-id='4'/>
+         <instruction instr-id='526'/>
+         <instruction instr-id='526' subinstr-id='2'/>
+         <instruction instr-id='526' subinstr-id='4'/>
+         <instruction instr-id='526' subinstr-id='6'/>
+         <instruction instr-id='526' subinstr-id='8'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='562'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='565' subinstr-id='2'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='569' subinstr-id='2'/>
+         <instruction instr-id='569' subinstr-id='4'/>
+         <instruction instr-id='569' subinstr-id='6'/>
+         <instruction instr-id='575'/>
+         <instruction instr-id='575' subinstr-id='2'/>
+         <instruction instr-id='581'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='2'/>
+         <instruction instr-id='584' subinstr-id='4'/>
+         <instruction instr-id='584' subinstr-id='6'/>
+         <instruction instr-id='584' subinstr-id='8'/>
+         <instruction instr-id='588'/>
+         <instruction instr-id='588' subinstr-id='2'/>
+         <instruction instr-id='588' subinstr-id='4'/>
+         <instruction instr-id='588' subinstr-id='6'/>
+         <instruction instr-id='588' subinstr-id='8'/>
+         <instruction instr-id='626'/>
+         <instruction instr-id='630'/>
+         <instruction instr-id='632'/>
+         <instruction instr-id='632' subinstr-id='2'/>
+         <instruction instr-id='632' subinstr-id='4'/>
+         <instruction instr-id='632' subinstr-id='6'/>
+         <instruction instr-id='632' subinstr-id='8'/>
+         <instruction instr-id='632' subinstr-id='10'/>
+         <instruction instr-id='636'/>
+         <bounding-box x1='139' y1='295' x2='461' y2='515'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-str.xml
new file mode 100644
index 00000000..83dc7a29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009b-str.xml
@@ -0,0 +1,217 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-009-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="-1">
+            <cell end-col="1" id="1" start-col="0" start-row="1">
+                <bounding-box x1="164" x2="265" y1="505" y2="515"/>
+                <content>JASPERS Categories</content>
+                <instruction instr-id="148" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="2" start-row="1">
+                <bounding-box x1="347" x2="415" y1="505" y2="515"/>
+                <content>EV Categories</content>
+                <instruction instr-id="179" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="139" x2="180" y1="493" y2="503"/>
+                <content>Category</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="196" x2="246" y1="493" y2="503"/>
+                <content>Description</content>
+                <instruction instr-id="248" subinstr-id="0"/>
+                <instruction instr-id="248" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="302" x2="342" y1="493" y2="503"/>
+                <content>Category</content>
+                <instruction instr-id="278" subinstr-id="0"/>
+                <instruction instr-id="278" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="359" x2="409" y1="493" y2="503"/>
+                <content>Description</content>
+                <instruction instr-id="314" subinstr-id="0"/>
+                <instruction instr-id="314" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="139" x2="145" y1="481" y2="491"/>
+                <content>1</content>
+                <instruction instr-id="345" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="196" x2="283" y1="458" y2="491"/>
+                <content>Involvement “at the
+beginning of project
+preparation”</content>
+                <instruction instr-id="349" subinstr-id="-1"/>
+                <instruction instr-id="353" subinstr-id="0"/>
+                <instruction instr-id="353" subinstr-id="2"/>
+                <instruction instr-id="353" subinstr-id="4"/>
+                <instruction instr-id="353" subinstr-id="6"/>
+                <instruction instr-id="353" subinstr-id="8"/>
+                <instruction instr-id="353" subinstr-id="10"/>
+                <instruction instr-id="358" subinstr-id="0"/>
+                <instruction instr-id="358" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="302" x2="313" y1="481" y2="491"/>
+                <content>1a</content>
+                <instruction instr-id="364" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="359" x2="446" y1="470" y2="491"/>
+                <content>Influence on project
+concept</content>
+                <instruction instr-id="367" subinstr-id="0"/>
+                <instruction instr-id="367" subinstr-id="2"/>
+                <instruction instr-id="367" subinstr-id="4"/>
+                <instruction instr-id="367" subinstr-id="6"/>
+                <instruction instr-id="367" subinstr-id="8"/>
+                <instruction instr-id="371" subinstr-id="0"/>
+                <instruction instr-id="371" subinstr-id="2"/>
+                <instruction instr-id="371" subinstr-id="4"/>
+                <instruction instr-id="371" subinstr-id="6"/>
+                <instruction instr-id="371" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="302" x2="313" y1="446" y2="456"/>
+                <content>1b</content>
+                <instruction instr-id="410" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="359" x2="461" y1="423" y2="456"/>
+                <content>No influence on project
+concept (presentation
+only)</content>
+                <instruction instr-id="414" subinstr-id="0"/>
+                <instruction instr-id="414" subinstr-id="2"/>
+                <instruction instr-id="414" subinstr-id="4"/>
+                <instruction instr-id="418" subinstr-id="0"/>
+                <instruction instr-id="418" subinstr-id="2"/>
+                <instruction instr-id="418" subinstr-id="4"/>
+                <instruction instr-id="418" subinstr-id="6"/>
+                <instruction instr-id="418" subinstr-id="8"/>
+                <instruction instr-id="424" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="139" x2="145" y1="411" y2="421"/>
+                <content>2</content>
+                <instruction instr-id="455" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="196" x2="284" y1="388" y2="421"/>
+                <content>Involvement “during
+the feasibility study
+preparation”</content>
+                <instruction instr-id="458" subinstr-id="0"/>
+                <instruction instr-id="458" subinstr-id="2"/>
+                <instruction instr-id="458" subinstr-id="4"/>
+                <instruction instr-id="461" subinstr-id="-1"/>
+                <instruction instr-id="466" subinstr-id="0"/>
+                <instruction instr-id="466" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="302" x2="313" y1="411" y2="421"/>
+                <content>2a</content>
+                <instruction instr-id="472" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="359" x2="446" y1="400" y2="421"/>
+                <content>Influence on project
+concept</content>
+                <instruction instr-id="475" subinstr-id="0"/>
+                <instruction instr-id="475" subinstr-id="2"/>
+                <instruction instr-id="475" subinstr-id="4"/>
+                <instruction instr-id="475" subinstr-id="6"/>
+                <instruction instr-id="475" subinstr-id="8"/>
+                <instruction instr-id="479" subinstr-id="0"/>
+                <instruction instr-id="479" subinstr-id="2"/>
+                <instruction instr-id="479" subinstr-id="4"/>
+                <instruction instr-id="479" subinstr-id="6"/>
+                <instruction instr-id="479" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="302" x2="313" y1="376" y2="386"/>
+                <content>2b</content>
+                <instruction instr-id="518" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="359" x2="461" y1="353" y2="386"/>
+                <content>No influence on project
+concept (presentation
+only)</content>
+                <instruction instr-id="522" subinstr-id="0"/>
+                <instruction instr-id="522" subinstr-id="2"/>
+                <instruction instr-id="522" subinstr-id="4"/>
+                <instruction instr-id="526" subinstr-id="0"/>
+                <instruction instr-id="526" subinstr-id="2"/>
+                <instruction instr-id="526" subinstr-id="4"/>
+                <instruction instr-id="526" subinstr-id="6"/>
+                <instruction instr-id="526" subinstr-id="8"/>
+                <instruction instr-id="531" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="139" x2="145" y1="341" y2="351"/>
+                <content>3</content>
+                <instruction instr-id="562" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="196" x2="277" y1="318" y2="351"/>
+                <content>Involvement “after
+draft application is
+prepared”</content>
+                <instruction instr-id="565" subinstr-id="0"/>
+                <instruction instr-id="565" subinstr-id="2"/>
+                <instruction instr-id="569" subinstr-id="0"/>
+                <instruction instr-id="569" subinstr-id="2"/>
+                <instruction instr-id="569" subinstr-id="4"/>
+                <instruction instr-id="569" subinstr-id="6"/>
+                <instruction instr-id="575" subinstr-id="0"/>
+                <instruction instr-id="575" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="302" x2="313" y1="341" y2="351"/>
+                <content>3a</content>
+                <instruction instr-id="581" subinstr-id="-1"/>
+            </cell>
+            
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="359" x2="446" y1="330" y2="351"/>
+                <content>Influence on project
+concept</content>
+                <instruction instr-id="584" subinstr-id="0"/>
+                <instruction instr-id="584" subinstr-id="2"/>
+                <instruction instr-id="584" subinstr-id="4"/>
+                <instruction instr-id="584" subinstr-id="6"/>
+                <instruction instr-id="584" subinstr-id="8"/>
+                <instruction instr-id="588" subinstr-id="0"/>
+                <instruction instr-id="588" subinstr-id="2"/>
+                <instruction instr-id="588" subinstr-id="4"/>
+                <instruction instr-id="588" subinstr-id="6"/>
+                <instruction instr-id="588" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="302" x2="313" y1="306" y2="317"/>
+                <content>3b</content>
+                <instruction instr-id="626" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="359" x2="441" y1="295" y2="317"/>
+                <content>Other presentation
+issues</content>
+                <instruction instr-id="630" subinstr-id="-1"/>
+                <instruction instr-id="632" subinstr-id="0"/>
+                <instruction instr-id="632" subinstr-id="2"/>
+                <instruction instr-id="632" subinstr-id="4"/>
+                <instruction instr-id="632" subinstr-id="6"/>
+                <instruction instr-id="632" subinstr-id="8"/>
+                <instruction instr-id="632" subinstr-id="10"/>
+                <instruction instr-id="636" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-reg.xml
new file mode 100644
index 00000000..852d99d7
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-reg.xml
@@ -0,0 +1,42 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-010-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='128' subinstr-id='4'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='244' subinstr-id='4'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='310'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='361'/>
+         <instruction instr-id='377'/>
+         <instruction instr-id='377' subinstr-id='2'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='402'/>
+         <bounding-box x1='216' y1='512' x2='376' y2='659'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-str.xml
new file mode 100644
index 00000000..a5b5f317
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010-str.xml
@@ -0,0 +1,130 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-010-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="1" row-increment="0">
+            <cell end-col="0" end-row="0" id="1" start-col="0" start-row="0">
+                <bounding-box x1="216" x2="288" y1="649" y2="659"/>
+                <content>FEMIP Country</content>
+                <instruction instr-id="128" subinstr-id="0"/>
+                <instruction instr-id="128" subinstr-id="2"/>
+                <instruction instr-id="128" subinstr-id="4"/>
+            </cell>
+            <cell end-col="1" end-row="0" id="1" start-col="1" start-row="0">
+                <bounding-box x1="320" x2="376" y1="637" y2="659"/>
+                <content>Signed TA
+(EURm)</content>
+                <instruction instr-id="163" subinstr-id="-1"/>
+                <instruction instr-id="177" subinstr-id="0"/>
+                <instruction instr-id="177" subinstr-id="2"/>
+                <instruction instr-id="177" subinstr-id="4"/>
+                <instruction instr-id="177" subinstr-id="6"/>
+            </cell>
+            <cell end-col="0" end-row="1" id="1" start-col="0" start-row="1">
+                <bounding-box x1="216" x2="247" y1="625" y2="635"/>
+                <content>Algeria</content>
+                <instruction instr-id="198" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="1" end-row="1" id="1" start-col="1" start-row="1">
+                <bounding-box x1="356" x2="376" y1="625" y2="635"/>
+                <content>6.19</content>
+                <instruction instr-id="204" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="2" id="1" start-col="0" start-row="2">
+                <bounding-box x1="216" x2="242" y1="613" y2="623"/>
+                <content>Egypt</content>
+                <instruction instr-id="221" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="1" end-row="2" id="1" start-col="1" start-row="2">
+                <bounding-box x1="356" x2="376" y1="612" y2="623"/>
+                <content>6.60</content>
+                <instruction instr-id="227" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="3" id="1" start-col="0" start-row="3">
+                <bounding-box x1="216" x2="300" y1="600" y2="610"/>
+                <content>Gaza &amp; West Bank</content>
+                <instruction instr-id="244" subinstr-id="0"/>
+                <instruction instr-id="244" subinstr-id="2"/>
+                <instruction instr-id="244" subinstr-id="4"/>
+            </cell>
+            <cell end-col="1" end-row="3" id="1" start-col="1" start-row="3">
+                <bounding-box x1="356" x2="376" y1="600" y2="610"/>
+                <content>2.60</content>
+                <instruction instr-id="250" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="4" id="1" start-col="0" start-row="4">
+                <bounding-box x1="216" x2="247" y1="588" y2="598"/>
+                <content>Jordan</content>
+                <instruction instr-id="267" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="1" end-row="4" id="1" start-col="1" start-row="4">
+                <bounding-box x1="356" x2="376" y1="587" y2="597"/>
+                <content>4.20</content>
+                <instruction instr-id="273" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="5" id="1" start-col="0" start-row="5">
+                <bounding-box x1="216" x2="255" y1="575" y2="585"/>
+                <content>Lebanon</content>
+                <instruction instr-id="289" subinstr-id="0"/>
+                <instruction instr-id="289" subinstr-id="2"/>
+            </cell>
+            <cell end-col="1" end-row="5" id="1" start-col="1" start-row="5">
+                <bounding-box x1="356" x2="376" y1="574" y2="585"/>
+                <content>2.57</content>
+                <instruction instr-id="294" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="6" id="1" start-col="0" start-row="6">
+                <bounding-box x1="216" x2="254" y1="562" y2="572"/>
+                <content>Morocco</content>
+                <instruction instr-id="310" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="1" end-row="6" id="1" start-col="1" start-row="6">
+                <bounding-box x1="350" x2="376" y1="562" y2="572"/>
+                <content>21.09</content>
+                <instruction instr-id="315" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="7" id="1" start-col="0" start-row="7">
+                <bounding-box x1="216" x2="255" y1="550" y2="560"/>
+                <content>Regional</content>
+                <instruction instr-id="332" subinstr-id="0"/>
+                <instruction instr-id="332" subinstr-id="2"/>
+            </cell>
+            <cell end-col="1" end-row="7" id="1" start-col="1" start-row="7">
+                <bounding-box x1="356" x2="376" y1="549" y2="560"/>
+                <content>7.29</content>
+                <instruction instr-id="338" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="8" id="1" start-col="0" start-row="8">
+                <bounding-box x1="216" x2="239" y1="537" y2="547"/>
+                <content>Syria</content>
+                <instruction instr-id="355" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="1" end-row="8" id="1" start-col="1" start-row="8">
+                <bounding-box x1="350" x2="376" y1="537" y2="547"/>
+                <content>33.42</content>
+                <instruction instr-id="361" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="9" id="1" start-col="0" start-row="9">
+                <bounding-box x1="216" x2="248" y1="525" y2="535"/>
+                <content>Tunisia</content>
+                <instruction instr-id="377" subinstr-id="0"/>
+                <instruction instr-id="377" subinstr-id="2"/>
+            </cell>
+            <cell end-col="1" end-row="9" id="1" start-col="1" start-row="9">
+                <bounding-box x1="350" x2="376" y1="524" y2="535"/>
+                <content>14.50</content>
+                <instruction instr-id="382" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="10" id="1" start-col="0" start-row="10">
+                <bounding-box x1="216" x2="240" y1="512" y2="522"/>
+                <content>Total</content>
+                <instruction instr-id="399" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="1" end-row="10" id="1" start-col="1" start-row="10">
+                <bounding-box x1="351" x2="376" y1="512" y2="522"/>
+                <content>98.46</content>
+                <instruction instr-id="402" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..76f113e1e9aaa95da1eebf03919dd64df8ee25d1
GIT binary patch
literal 35968
zcmb@t19T_L+b$YRl8Nn1@{4WTns{PPY}=gJwllG9+qP{??33*M-{08>>)vnObyufS
zdi&K=-Fd23hgeofgqog)35s}oXJQ752|x$1(lrG@adAP>%JTyZb<FJyplGeE|7j_>
zSQ`Lng`Mq1<?VIsKc-}4r2zDw)jtyQQUE#{ItC~n9w-A#{lAp4{9CIufDwvT#Khd*
zz!pF&V*a5-$Ux6Z|3el3=a}Wk0DxA=z|lm{;D@LH6s@FzrIEccfPtBv^;4&vy{&<c
z1(fl6T7r{;!U9_0M4OXq_88qXrfVz>o%an5;M*5D3`1~?VW1uuDf6I0J|RRzVBx4N
zZ{XZ)vC<%2e6m7qcrgT7UAmCMLVc0>@9r)x7khj618p12Mi+MXOKzEUG(bc$cr>(N
z2_S%E(oG0gwi#uA(aEY;AaG}I;CvuD)uW<z{_`$AB3f2-*XBXUm(X<>V6m5WgTo`4
z0>5{e=~9JuAfUmYz5C|U91^{c1k%GOc_C+v1o{0$A($e;$+X{Pdu??i)OUYpdY~=I
zjh^b`s`qZE$uA9=)87X<y9GoM>h_BEf?;Y%=LcDZsxXQtjiO$u+n6&1Cc^=R5Y<Do
zl{zD)1|{{v!`UNV*#cSTHPW)}L!((&f7upn%F8pnZnC)oX{M2gv^2FC%W|`2h-Cxu
z$>xoXAKa}uq9GqDlGI`W3N?D8!nCnC${|osQBzmLO2JI_lq-C1eqbd&KO<;^dRS!)
zn!gV`t9bcw45U38Vp?+ouRiJt#8D3daC(PN-Ny$a6813bxaxB;-gXH_|N6rsES!;%
zF}x8cA-XZE<HU>O1=iz=oAAo9BQfxNIM@Ix_KUsEnhLo%xd0D0cl^-yB<wp^?>pON
z#kC67VDR20JC~eLq498IE1O)4i+Q<sYIm-k%X?AqJKd>_TAEoj*=;5e^YB-(wJea`
z10L@j1Yjf=+11;P=Y2nTu<caze2yx%`%JLc=W^@dhv@O}XPg5h3`rx%N6b*OZ8OM8
zZy+LI)Im_xEMR*dd^%92PBb<U)=H2EA8iD<c@VT9h#_xy27a1F7$`o(MX)>H@3NrB
z{Dj89q<j!;ur%Hyn;eah=iU(7U&8zjw82|}uMxiJ;4=vM?BXkmK{I%d0>Jg*oA`NT
z0Vr_7f;I^7NCHihXoX)X{3){43K5^sIKVW$%LPCuxs6d$d_Dcwd%jBg7F9Bo!eaNp
zEJEG|_-!#;<D`KfbUt26H-eP=MRuKCf<17!L*V*k_SAgk3;GHxCkTTGzU}*fk0?gf
zEy@D$7i0esSPRe;qqT*`<j;?GB7+I>&B=w4t0$9D_!{E>UC@FLHJ3t8RPL-0cb0mV
z%oO|<Qc8p}8+MY#nD&Ok9)|;2)0;+=HEU%uanfmW=a3ZxCLmy{OGSr^ek<wAD2F8d
zK2ScY9WJ9cX3wZ@m5NI#@I2f}pn)#fBFL%dDg7z?DZmlu8BMgeXnWN9yzwgzd}1Kw
z0Q1)PHn<IPqf0A_7POV$eNWBR(gTt^cRREfC~rh2sTi{TSI1x40w6k!*}jtkjY7_1
z&cZ}UbHVeyKm>`6!7BV*(yanG#O;JbQ8(f=d15h9wXycU>@(~mZ$czV%woR{A?gFW
zkTylTN53S!DESiT5N#26B`lK35l_+3lU)fQ(H0RO5j80>h*oR-$=ih;G9hn`tB(ss
zkvH{Ih@T}d(kW6k38^ir&9tw!ud<K5Q9KgIEDfs<ONCJ<`MF;?Dx6FYB`}rMD60}j
z9p^esJj{kFIG61zhg>K;YgPC<i>ZpaWKf-5ty-;EZKN-1{8cJ-Usxh1eo}fe!1yAO
zjMhf2TeVtGd?coe*v>Y@Ho_LCNuWuoiPQFC@92-^pWr_&dz`y?<XI>;s30f|sBjb-
zKa!O4D3&RzQJ_&}$kvs8<8R_Y;^)b~DILqFC@RU_$x17(SGdc$sQKq_7sh1$$hTE8
z_#U5QS~09hEze!>6h<TAltVg2dB}Z($xO^F!<?;Frq;3C+8p5;<eK4H@<a&h3ob~g
zlq;F5t|ua|IHSy{T%&s3j;0lwjapGBQ=)7ptuD$b>6Ypkc$XKE7Lh0&Azd>rs99a^
zXPIJ|er~}XhAT)bcj3J*<)N}6z^m2q{XGEKT-&6RnN6Fn5~Xd{mE6i?ZCXb#COcLq
zK&NJ_5OHj9fNY|$=g_|@-{#kq<&M^l3<(;EILR#uyrhAoa?*aXWAdA6zEwX%2}6s8
zG>a4KhVi<|n{9Fz!+5pd$hn#<l{<C4s=c~<ZEf|gdcBIYs)?Ggx}rKPV<C)}2>nh7
z^YZeNYwoSdi4#i#3rH$5OUEMCGRZQ_k~GbN>bR;_hx@4XT7-$R8LO^LLu5U#KJRwc
zey4q*o%43#)}W)gb(;0G-FIt_{hRKk-sFqbeXaxDo$B?yR?6+;Ew#ht3z8kQZKb2T
zMa?zt@wO$8{+@2V^Z^%{+Jc4y%LyG?1KI@T+=Wr764Vpr8|T<ozgEh&%!kA0OOIxE
zoek7>H+Q`9S+ybcr7eh;)|a~n?mr7xGS}}sK**bTvZ$9#lT381m8?NXD5$e2HzbSf
zjYJRpL6$*ud7KIiOboU3_B5l+rA+4f@mIySCFOyXzwCNA2`dq^5n&N)O4gJvG`Vq2
z5LFS_YekHt=2J?{Q0Ga?xRHr5`@%Rd!z18AEkoWqZ}jHrjr3Y|i}eguXi7aw56nd!
zG2KG+2FUj$dzbqX`lb7q`p$w=L!5$WBQy7#ttp#mk-3mfk@k^Zks^s`i2RA`NOod!
zV`Z-Nor7C5P~ziC<9rnSW_@R)nNn-pOc>p*JOw%8+DY2v`A}aaZy_E0)%|lZ?=TfH
ztr!IvWemlQuBxA^Z)=?NWp*16+}q&lBI?RHm8qTV&JSG+ZtJkKVCk`&SxwDHH`v;T
z^k$~UevJjEdJQrTQI5H_5t~aWx7)tuzf_gss;5E|K|O%=te7{<nTuK+SYB-CwClY`
z$oQXjn+cN$?+N3DsP-+iGrSgWm-wewaXw2>Nx+?VpKhOFEuU3B8yDG|NFOcYZg8I&
z+*Eg0FSzC2X;J@F(yEE9lxeie>n_N#>)3zOeCAc?S6(l&EjKMwDqff4cJlVnzRcR`
zO2FDn$w|2nYz#b~cb%<YFj<Jl>&F>qd#UBAZNE3`UkHbVf)$3vi@b~o!-3^mo-v+V
zT+EwQn1*46PA!NK#%*~FKVeO$4xp|ptDVo;*=)RgsIkiJ_{Op2k@HNnqd(%LwxQS{
zw+ywCeRq179PtnlJ$^avBTp&q;I!me=V5j88a-oLP%=K4LC!A0mg?oWr7_;LbX{~%
zK-;T{aT0OtX>Bvtx55p~{hHWHtJ!qw`KVhVf6+wgs4V@nuF3TnYe#LsVdUh@1I@#N
zSLJ1L-fC&Xv*%dkK<Xq_6LbV(9F7A<t8vfu<c~$g%ECoyD<d5WgS``*t@AF;^Z9OD
zo*V6j(Q2kw<q`gq&K6;j=w4(z?!s%~z1~UC-e9ua!c;pczYK0zRe#2N+}ljx)l0!{
z!5(rka(Jv^Y(c?lfhCXntNDw|@%7`8Z{}~Wa?kAN?UtW7UPq~_%#3d_@3vbD+sc0`
zB3iZXn%(BT?ygdIS+DK<t@bu>JqDZ?o_S7Rd)@aTP6I<CUGZ9YT)bQxqgpF3Q-MH%
z?tfiBe-hBY`6A%IxG3{~xTrd<xS*hbj-7!%;FF&I(EKk6w*Q5#>R1>6$ixhE^bKr9
ztgJo=DmfJG-y~Q@P!x(*(N4$6;BUGt`_U3MH?T0UwEqu(cF?u|i!O_ad@@&B!4KwY
zZ)GcPX=wGgz<&k+WN+_4{6Km@wm?=ux<EQW_CNq2Ss)=G5g@6Lo*9tA#|!|79f$^q
z?xQyRkoxQ^|5fXM_#^+1A%0tXCo5aCPiuew{KLRm{~gnZ<92}0D1ZFVP^5%D@AyZY
zp6=iBB3736(w}*tRWPwIu#+}$`e9|EV<{^yrSM_f-oQc$z{c=F-|h51LuX_E*baQ~
zdLugkBhyFg<7Q<86C-1L023V@6s?Nb-yM3o&)(;(h>nGcxeI{oFXey_?SQ}3f5i1U
zEC0dw?e&ZSw9;0#7CPooA6tXJ?NBq&vp~^`+v}K{=<!<`nHvE9qfbD<${C<e&CJ3E
zpk}0F1u%SA0(_Wb)%+*iPraXNY)z~`@b~~m$NJx1{VNgd|IUM?j-9=rv5qZ(nH7rm
zbLo8Q`M)RSA3zjr9SlBK%ipp5Pn#e9{GESg6McJQJAgU^^XI_-)5ZJ|#ebuG1SxF!
zv7a)rGy>2nn^^K&+L`<_@bCCPJTkHUPdtqO%WjRH;om`j#`rh*{I(`K=G1>D{9nj3
z)3C98?CAc3K06)rhvvV~Xa9ib^X~s1`hRKvZ(#nhxc-efHT|c(4=ewmPS5&*Is@}Z
zg4q}V?Cfm+A3&$4|91lZ3w3%XwtvI^f28C89rMq`emrykg*ofzL-_COW9tO?ET3Zx
zAG4qB&-$}4Gqe1+%0Kdd>;1fo4#2{~`d49PU;uoUzxp3xvVQ3O?Ej_zV|{&IY=7DR
zocWZZ`(NchWa$9xOrOUD|NHe{{(Y{~|M>cEzZpL5e3Z{M{8@k6`A6=b`ZM0Y=KqQJ
zL-y0Zf3N%h-R@`q^JVgXIP~|(KW6`v+W#LOkAMDx{B=h1e?7?f=g5MQo&Mv=_`65{
z@it^&X8C-}{?8)}S4ekx#k=>Wdus8TTJhyPlN1tKSXhZe5U^(1BTzL2GlM`hatjk^
z{}3v$FG6BVPzG~|UqqH>b&#bbx@4^jM+SrZ4ztD^!wUVL6{hgE$(SC~pJNE<-rh1d
z-V+n;CN#&}?pN(P4pyJ1L4bj{AH4nK2nX`-+bS=kvw<QMRXDRvmG;t{xGzwFsO~|d
z;7icP6LC*(h49Ru5%^R%EyizD;q7@J2)$Lp4c>2_(PUOOWaWcjt6taVms5t1(Hk0-
zKuXsmJiuplg>T5_)Pb7WsGLgDnZ2U7*71rf(_piPTC5xu_x2X*+JF+wyRPz7<3snq
zUc{;{dLa%=+$)b42jgZ;15IAS0Np>OE!|$rS-misYoFQe&yA{HPPd!^B|HKhV`Rf3
zMVWVdifwXhgMIbzxgp-^!px>s<=nY3JN>4O(hZN}O{fo!<1=%K)D+g1;fFj4<rUye
z<~^W8&IJ_?=q4&vh0wc1tbCJ;K``~VUkrUZ^|vGAL`>kvRtaLhL8S_uTLn9<!=g@y
z@zX&W4G7;op9D#QL4S;o0(0tlr3-uzAkLP`78Q``nz8nMwkt%g)%K%sANOxZeZzf1
z_)#^Wv<QqoL?}1F*RSeM_V{JgFI@vuMqoy;BMY3y8OUKX8)H1$@wjiwY!h0SSfVML
zZ8#R+>ku`rS`c%#TiTfLb;$Y{i6k&Y@SxMzj;dSEi4PiQfE0+f^I3>g1CATD83u9^
zTV&H!Z3}jK9E=m&_tBUYxNH{Lw$gy*1#!GHwO2|juLdlAQaQ?>IJ*HK?y1vx){*z_
zCGABhajPcHEglaI3uMYTF)+DqOXd=?D%zeQMly^0$h<i;6~Z*F3Z7?<4)m<;o9KIx
z^N>w(?m-jjW6ujSJ^6zT8J1HoXh$IFrf|+c{P(<!Qou!w*K~Gm+FOR_F!wOt?t5`@
zucC~PY9%6Ek4&#n^^mdc$HrSioX{od6mT$@x+}qv6p`z2!&#n?I?~n&-(^JgbD{!e
z{_9B}tsilhvac1G7t}3mna@;EAo#2&<!N_(y7%=ZE)V*aJOKiAaK9)44MPT3&;&zu
z^eG|4ApdkoO{+K$@y}?y!N^@KFn6I8F-;~+Jl1qkysXISfg>09^}P2SUb`y|hJ(E)
zI~NUdR_r>{-TF<tu;*V5R|k&>%S{!PQj63$2yoD}kcq<Srv6y7UQKWMMit|cz6cuF
zt7zts^#MG<jOW>~Wt+daX4{c6lN&cy5Nsy8z;Xmvmc(cof>y&5$VnN8G^)Q+H-(%M
z$xt@)N=RqNzlpR9rr*w%AEt>s&*0k=@yHv)rb{$TiW*aTB))YQu~DP<BsXcTT9=2F
zZ0*~HHd&-)K11KbpUa<9IDN}RsMtz(XSmpEd$Dd$``LN1-Lct$KmuI>of(W}lh7yv
z6SPqRUI<<!QY2C`tdOcWplDS>iI7g)L+^}h`4kn|1YRD+37%?9lF7G`Wd+C>$xfln
z4^nXTF8vK3t+XtqLIjrwI>c?Ae4kbJ^LNXUB1aS@iLgG^Xr4!RZm`V@zP`)L$YfV$
zcU_wgAuW=FKIW_REI%}Gil5zE@W^J{>d7UKQ*_}&+a+)X{#Bme`GE*Nl-4E$B=P1p
zZlF<9(=I-n2sHh&ro0s&&W0eIjs}M4Q;e4#{^lWfP!833W+l?`;YK#-t1~s1Nb%!Q
zB_zYpj|Y%9Z>=f$#-FFeDMM!V;2T1E;*_#)fO48Zd%`pXh!Qc(2KkqWb_nQAt_q*X
zMkCqh>l@Ybqz<Yu{JKM6_%5s@Y*X((0mye{hHq>Pz&{=$>6@wdp8nA6j?foN_9r>w
zw6(zQbZVDln3V>lwIHJJ&<mXQ8gceR;vzDEdbksaRIz3$;)sIMX$FyCH~>8?>~;C=
zz3@Bj!j6s&jUR8&)>vhR-PF#muWNC;+27~c+mW^q6%Y<(7)w<4tB=}Lk>ui&s8!6E
z=FC#aZL)vQa>{m7@!!2ycyNh)9_N%-UD6Cjjb~L<cpxstax4k^SuER|r%r4Tm*$w7
zhm#OzC5Ge|2jNoG_FJG~msfc+0YrcL5NXtk$~y7;8yxY^(%l9!7w&ycno|I(ni(_^
zZ&4J~YY*By3#t;zruCTGnC$%|mXxWL@w_p8NnaZ8I(I>GFFe8bfPVCS7J1ndIr5G%
zP1!>kYjir;7me>a26bMuhcVs0LWw0zbq$#?WwtW6er`d${Ut%2vIbZkY_k<V@}mta
z=Q>@Bnw;Eb0zQtum7E>s&X0$Oh&{`z<HmGuwp+p89*7f5JJ4*bXC`C%Q`M21@&!&{
zf>Bdbu!!F?rifV^npM=)LiDtMrZAM|m|#e^0f(zFDRnO$9#13js)oydHzzh%+`64>
zgjSX6lN`d^!`&{oNKy4s*E9Rmlhjv^mMX=A_=I8Z|6`^RsbM5D^N^;Ds*-hpe<rC<
z6j`5qYd&FieGFW0v2tvRJ~~X=%PxOkBsE69SGC-D6m|qDKicgJNH?vbc%gVO_CnlP
zOp3X2@vsQ}OB~YaUPb@6<gG|7wJH5UgWJ-MpJMclzw_~c5jW2t7Rs38qp|4wE(t5C
zdWK*Nb=;KKFK(aQZgmmlVEed*zd?}iy%n{ggBPxF4*>85ue-=<EeuR7IZ`(Ebg^4`
z06hv+4<5M^-3E~PB=z2D=hU||Q1jF4bGo<_YVMlUtj)@eh(l$aG(m<P%XT~1dX>Fs
z^ZQT1d+$>k$d<HNCp1{xMM4zj#X*bp#;er7t=;az>&3?LIBS1N<VE91?Zzp6+1thL
zE|tx>z9xS_MU_>CP%stx{X;NM$5XH`eXCYs$M%($6HFjcmDc}tnK~z*cfrlfWs`bO
zeRhV~rjQPoMtFyWnc2kBM6l4G6bDf!$QeU<J0{>shs)Iv$`dsE&RpbouqUPzOB^KN
zty?jAo7y)x+MV1JgG1g8zK3sNmT8n4)~wjL80MF|{8~)cn!Rtk&`;A8d6g-!G`>O$
zj~uVXfFHGr)I(ARZpBzAtq=jlD}L-<lD8Len(aq|tfA2qj&H()GVkE>53Y2C;j+YC
zpxs}{@WbhXaeaS>H4;TV8foJW<97ei-nA&D9gY-j4vGt80v<vuq7*3>!WtPSbMw9J
zqu;NzLD7Pbos~|ami+3l?Y{Dhkq*`begFRI{THY%+-Ub7`Naz+_^3Yp$_bV$1oMHX
zfvPsB6Gwd7u0L9%GX0*I(e81kgzbU=QKYJN(uf+K>h<&0P&)4lcn@DQ@;>?t0X09n
zFaaKzqOS(J(eV7HL`K@w?8wW3XM;M#;~Rs=(NF|0(l|!U^#^(#mMU7oF4)KT1d;r<
z__tXTd~o4@@`E!rugE<oA{?M~=3}h$zn(<xpJbp;RO}hI(r5uqCenwDyK<~Yj+|w!
z;Ud<_n}S+_aY0Ne8GfoSYkZShoWCZ#_42^A9iP4)!L?(ZcQNpD4?vYw#>Pj7pccbB
z{E6(rJ%`fQTS2nHE(hJ9Sqcx+^0$AY6+@NRX5TIW8nEJ9_Sf?)+RVo4-+D0_WPF@J
zfhpr(_O|m_Fd#L=refV}kLYSDFTo6e?^4OzYNX}KdrsnE^WvysUvXl<PwF`hV2H)k
z@n{ujbPN!m54;_y`a!_9dQTbXK~{r!_C#-sJ2Yy4NC0Mp*j=w|llFxOksOj7_J}dh
zL(D;}No<1fwzCQNU=O90zz~B4)g8d{i_utcR;tU~8MY<v73O(#eNe?5H}L^xR(P<l
zU;nL}F0`4+DSXU5L?=I#@}XR>k#wWRfnjBJ^U&>ul`icl>j9u!63W;in4ZjQp1Y$%
z{U<$WCmyCovV&&)w7W8Y@rwsR_qC;(S->{o;MMKMx2~sQnstLv>{hglZhFezA`JPv
z&h!`e##lFu{6C4=-Y1YI0^svouCnto9X|BOj)T2zIKg}08m`X56fUBY1vtyE>6Wj*
zIfGbmBzgssTwfsYv*A2_2l|s@okS!5=e^5{bQ;%EFKuef;=SYc9X;m)Dv;g~7tVva
z6&Y&F6<3ER`zb&lAg+mXq8{Zg);6nEt*I#rQhcS209+0j+cy|Q)gRnmvGE$kIG94O
z^lZI^OxtJa=6Fk=bnAuSd4emIOU{n5>`4l+n{v`2CS>9H!_K;Oh&H+w@tbDde_@3^
z^bt{#Jv#Kz%S!0*$FFjN*C006m|q8jx>u^~cyuC!Wsp0}HzTm_?cg$mKR5g*R;<;W
zuz4IBcK$e)r%_{Uw7j6)sw~ubqT#8A>CwmZv7;F^?^+$O-dg1ZA`DQ$W%`LDc1TAc
zg#OGFamU-CJHPLh6~jSWrmYWvv(BFcuA<$4k0APWx6_Qi#wITz&^73?TysJNyWm%U
zf`iJSqePU!{ku06Z&Pj$Cq3&BotOt=#NVv(0s|D)<6g)e;Vjs7;R@CGI=vEjA-a<}
zhgX+-THg@afEK9qR72Z{paJ!4bUY`#GUgfR0=m?S1S9^M0FNZ+yn@`pIiF$t_*ZbH
z%nSI_pB?)7dO_wD%6hnb_!YNXkjauU4AONUo(GyXWja6by*o0ND4h;p==laX?<E06
zFpAz&ZnB>Km6Dt2E|jVP`4H;3H)nL62i^KkdSS*expU-=PD>pwNg=%Dl0RKqHe63>
zm~fjIGI||XlIW*K^5Z9E*0fIxYGG1l^!whv@8a2Jt2!DJ1Ysv)Y48^I7^S}O7Agg$
zZQk$$iz55HtN536VL|Hja5c}pO2*r5vSjmJBBd*2+G)Km3wmo5HybcFYYvMWn87RF
zb`?FY^Q@U`28-W(9z(wes7w{Cg7QuItjSw@o>MN4tbv&!4*1QfPr;SoqfV?yP}P4q
z3>9rjPRs5RamA{LmX@4}{u3=i5Km|!f^=k(vijqU33h%u)*8)?!vxy>_a$#95Az^n
zdbQDEP<wSRlFa$Hq#pf-+7&^AiTZCU`oTssgh_hAMswh!RlPNNz;;wus|^SrzZE8W
zaU{56hv^59CI)SidWiU(xHrmL7|ry*MS~AaLQMAH0b!b;Aj#lq!@rC&u6b@umn1Us
zISsF8w57GPY;y{`>jhciUCkkEFl?Iv+PSt<1>Ci^YmhVj9`v_4#jB@KcnBKSe~d<#
z^*SXyL?Ha+zH$ko^?zta%oM8L1#+kh8&puq?v8-NomSp*f;q<a<7l4Dp;3wG#UIzS
z#wE{-(?^Mk>FI`q>yM4R8-`Duv3(xLbtm<}<ZKUHxn$4~+P3l23V_PH7Q^Y)PKi{A
zn2osk_T#I#(2>4^dreHgc1lFt$7n6i5hszH+yN&MR1F~oPXSp1uAD0o<y7L84sTF%
zp@cNUBCJ+V`l=ykuuW8SM3kSQPoJ+b1Lj;m&=lUg`1?iX4FWS;h-FSHJ|wHI#4jt$
zNA@91z=}E-X}aIoF1__-5JwCsZj3J%_Hn$eS7iz21%#t3hRX)p^OsY!neC%9bHb_8
z1)GD3JBjg%Q{a##+B4F0uUHT+6PtEF=D<kKjrt0^_5@s6y)kkbZ-7}W$`taQ`9X9|
zh%qS3skse}-f81C{<F1Fx~54XB&%f6Kn%_f&Q9`fEAjwkrHsSyE!)10QM*S7BQ4cj
z<}LgAC?9I;mN~6LeSv23?3pY$P9`d#&em#<MKRbk&(yoPqPSuBw{3BZLU1u#ow$Xp
zXo-VqxLO(7Tx&`(|2Oon9#n2uyFP4Fofw=-UoXF}^QnGcvMR-Z3rgwM+>G1{F`in)
z&l}v(0uz=eexIv42b$V!socaBc*!Rq!(#2tJfnsx6wrH7T_@-;ooyo?`(;kir^c&^
z4R|2H2H-2zaYVl!+k<?iFJDg@bdH?EmXPQ&RZX%QV})hdhoO83&m)L&^?FsY8X|pc
zKn<t9!uw8fdvA~|`@<yq-Rab*2zeL6wyARS%VS2>bPVz;;E&)IhSCHq1sOFpR1{<g
zj@YhSoM5ke#bD7l06lxuY((Yic%=r^ooJI~Shj`&N*<Xlxtv@Gj!cq<okv5r@4n?4
zO0qNLF>3OY^O0e44LMnCOwOQ+yR}j@yV(^z<~u;R*HRQQP!kcKrIM1sQCD7w<b@&z
z7g5zoP(PgkS=2MWD$w8t&uQq8R|NCo{Z5{-_k>s!B0)*YkoQQj5!x(@;^hQ=UhTEL
zC}vhe5$myRLY}^^IN@p-%d4m*zw_rFO;iem^jrA;P^n8+OBN;xdIY6O2Gs&eEleB)
zS~Df|_eeOrIogwiruns`l8wR*409ChQoK|%=Xon8qpJNa^KvQ{WwcbYMlOwHXq2!>
z3KONCsOjw3o)@w?Q-liC;PPpFw4OA6C})V~(h;N;X8;7>3H9yCs^E(&(R>^Sn**Jh
zK&GzL)Tz^oSggYmpRz7CJAw&=cHI>Bm)2|aSy~{otuWuq23%ehW-nkyXSUn<cNsi$
z%A1jRu-j|kke9Z8w8v{vnGeH7mG!>VLzydz1#@WN0%u#pOr@g+@i<O`QFD7$&4q<Q
zn_lPdzF+Z%TRTN%aEYt^MgyOIj9-vpiPEElg}(63gSW)*WVfTBtH`LdZq3I~dn+U8
zkggN@5CyQ`qe<qH)bZ63$SgsO31VBleJggpd#&LIC%4yZM8J_^Q1lZEg{ger-q7D0
zAkTTRL4w%l0~1suZz3uNu@A(72Js384G-xM0`OBqC6YOX+;vfo!Nq_pRcx7R8Le{%
zP`dP`yF^90^f*X9={JVa=s}TSAa6DI*8NNbYXnDXztPs#_afY&s@<}eqpMn?`EqDi
zEt*dH1A%#Yp{Y;<KXt;-oIcUoCGPvLs0C&$3qP|9M;K)`RaLF3>>lf*9|ylB0<7?P
zI~FG&*#k;)L2`mI{=m5W_F&Lu*UOLIc`{1r7;Ij=7`oo&p$S0&m(hABe>iNiGp~aG
zH6GI951r-jEcWX>N?f7ZP@)?RyG(Hf33;iFs6Pe4sE$Mhd5j*io=0njyct_r3zVZ-
zecrbI*Ov$)wK8&Ul{Vy)nZxr0l(JWpHAt;mW4z{T<3EhA!b&W9?BIc6G1h|UH>qsF
zOXa0I-vhTONTN2Tmb#cGL>aU*Fr?Vo!?0#r;W4$2Vs*YXtKbSUxN)>f55_&Qi5ElI
z9j(z76wpft9gIoq&T7*rg*R!5b6;vW>P)w|r64n`CJ7;@$Etjhgi(t{-d0HBL#Gf|
z&i9GyyTguJTF{L^UK_%Vp-S1IO7?)bxj5JoBf)<cTmfyVXa45qId*Iq!&qxS9R)%}
z^B8@S88zX^9RM4?7&SrxEkSw}oAGcdQ?R1t7XM=McELJ7vC&lYmgq`<e2_VquZdR~
zz_=U#*s(#E$qc}i5Ws_6v&l@G#0HPz+~uXEpQsrP{TWkF<Pp9HfAkJ?Tc1ZtZLj$>
z3~c|~BR;fVO-$JRcc|KEwE>BBAkKxlaa$WtFiqu{L>}}eKeR>2&tx(9l+3!x_z03<
z789lAqm${9wIlWsiQw9?J5!u=`m8YlquvGm=@fege7iqD98`8Ov1sZ6MAI<p5wWgF
zE#fFY<i8b}V8IfpQHdK4=|<<VNSUUI#2z1+0A5`=Y}qZgQ;6>4LKfMp+;p36RM->x
zJ(FsezLx@Xh}V<C*p9}=i2ZPMoFI3*5$Y(IKoJ*KV654<j0EJBf+BhyeHX=K82#z{
zBJu6<Tlkd8y0K6I1xE#a3cX-P%uy`=@Y^*gVg|u>yTkp>1uI~r=Z66$7z2P(OF?y8
z5tqUH?6>;Tg0n#H;G6Bi_xI-ASVe~kZgu9}7vvRbhz|VX*<Z1kdZzB7MquBdp+*8D
z3+-FPZ7v@OXIRQGJa)wt=k9)U&U?~1uIJ;IXu&bH-Wpdn>3c@r{Wd#a;|f#PR7w4*
z!1Ei>RH$s^Rjs!@kNEqH`4BC(F*mOT37xAN^Gn3njUSs>MAiPX4Dx9$yyl4ZXnovC
zvAJG$W;5dk+A=edyx<*uatYv~Gf=&uz~@oSYkHSFhChm61AvCOpjvY01`Tpeoo-Mz
zVbXeSRvG(AS;#=0v<$|B<fwQfRim8?tA5UVmrBa{M=tRV_LW(o$Z*V6Ha>r|yh+?V
zl;7PTdRn>XtY}kRu07j@<~NFBcS0P`#7+LW;CDwiNfz$oO&(&BwKRs9&ku9DpWiFQ
znQL;xn7@(1I}h9MxyJpVueMEX2>L1k%3<>7+gc)1T8e@@ZtlatZmc|MJ+su)N!|E;
z2kaYy!p<p!vhYUNQdy-)yM#n-icn197PDOQA%>qEu_<I-bq7v~_rdHHN!xc~s8g$<
z;mnv@4hx)$?O7p0C^aBI6wz(zP!QuxG*JDLQuGY)C5#n#B&7YUevF{DK4lKts>+`U
ziLn_*AroD+mf_u)C$Yc=RjLWj8oq_iz}4qD#hlwR(kmWDR4z%OsqGvVk1?Evw8P(A
zl<&G9J+L1LQ>)!@DGQgEEAI2Prd}5!@R}TVG<R4Fh%2FQxehn&9(OS6Y79tM@r1pU
z?Czl{=#M=$_9j4@crzn<LFxDh2&gzILn?M1b}?!8_V}Mrxl+n+hQ#QbpIR>Mt&=rH
zzWdq@?F;JLSzAK5>;mmT_}=eu1^VJe$6LcOSx?Zz;)VoHeaY32v?V}<9Rh{js|3=m
zr*I;Q>oHe>b3<ryt38eDcB#-{*lcwsb0ouGLx?!?U|>M3wiyKht&YgVX0Eb=b6sd^
zI^phvjKAM*^%M6V&#R$3zfC~ipJd0OCh24Qja?{}<Oc%zk```mkT?vJDd=hgvFuFa
z`@3U=E9s8NM{gi0ewofh=!{(~x-5=76<z6yee+)X8Q0T_t(9yYMXC4<hZ7z0Ig>WU
z@9VbqDdeUAUS03rB;O&SYRHI77-8JX825mjC4LlJTz@F&I$R^Ik7sZrPf+Z&XyWFe
z3pm$Ow~8gobgKcpKVj^GnW52O7j;+6m#v>2y;Uon50mJva>k-w;=X!iIdR&R5CVzn
zg?X=fhkBKO<S5-se=`bNmg&0XI{FG>XgP|qc(nd?i*`yK<L$=9q5UC9J){!_hvnkM
z=TQep)Zow~&~1UUm?ROK7Sq%%=9A|e%`43_2zr)OKlE)JR}XiOxKrEvkstyDgP<Ha
z^|XH1PKi{U@H!-|1Tu4*G}Vfvq0kIfmW7e9zER=feF04U8hHK?<|GxOx}-_*_y;UA
zZMhlaPO)O7fd$RQno5JWsATlJ_O^#DWQar>ZfEPI>6YO`u<lsS402v9m^M5Z@Si-@
zuP%RtE~_qRV$~R~S1`>MwKRl4H3e6Uv$PV}RIN^x2WSgYkKmZ!VPtanP{`1U5xx-{
zF^8O!)Dr-x;Fj!tOCyg+?WxHH0Wkn*1+mHcXs&9kZnBh<TM9Gijm<yFpa+$x0?7+|
zEFn3?yadd#T4vwebyoE<^Cu4QaB62CPcLisBs;iPtx%5-ylHoVLH&KU#kXpme>jM|
zrf4z?C>LX+YZjD5Xz8jUwT#;j-z1;a^p3EsnVel$F->W+5@F(iUqxn*WOc(T5k^93
zCRo6Q^HYZyoz=6otmW6QAlR9vrq6J~06)!6MT_XdAe_**5lRDzdS}GxeVsEo-l5In
zG3Ol;Uj{<L5UVd`#2qQvvuDwic3Bo_+4^Q-XXh-q)HX80SFE9Sb*Jb!w21ogRp5MO
zhrj}jksu~{YND>AOZ6myCIqqF?xp`%cu2Xvl5(S|hd5FvPbcjGKT2FuQr-90dH)ip
zb1#z({efsgzw6@V#I`?6wapvc>nLt-Z55GmI2^aL%fmdzLy*}MF3@Vz(CE9kzUw)(
zvlUa<{{6xI{=uslBOU?CHggGJPklCKH&QkyNSX6yUxM{I1dQuAJeVp7EZZXJK!?~C
z#k=3eWM!Tjj_nQCmqjvtzo=0<F>;=QTpSj$&Lv9J5K}xV+~W2@aDCwdhrcx!uLBoz
zl;{SV7OAF3svTMWnV#+B%{9Hc2d_+kYxA4x6eZobBh4PhZZt}VlOSZ$_A3zsI=s&y
zHzGH|iAep3>!>?L0?0ZAX)Q;?JhhkQhG4SOKyvM^4>O~Yd61cd$LncMjl)c_vN@#Z
z<9R54^>lOYREO@-dZVWOl%OJ|Qdvwydh+@Y%{S+i9e=5_E<9e*aEl;m&~;L#tU$^?
zK=Q%mN)7T(viB*{jj1i_?_?9n2<lnL?D1JswiJ^`H%~P<cmp<E1rWtEJ0{LC8DE&&
z0cX+7rx4cZaO0*AK<Rg_0OMUEBVH+Q{UO)*wA1r~KTS_1^}VwDHm)8TyjkEBauK+p
za8a-!dvA&X^VhBwfEylGvbTT=Y31uMc6K7$r2|A~dU|?e&b?RJ$g738T=-w>33bWr
z8n&iz1Ej=zRiUorYG?+#Z0V(AQ;#Bhhx#%RG)oa&%%V-hiQCXBUNI)4OfBJQ(UTVG
zC5OlzZntyu+Fn22n4DgoG-V*}bIi=oN(Cn?*-nw(yxU*u(iHU7(`MspsU5veN1B}+
z@Q8|Yb<3vO%rz7OqOvUno%Rr1160D7P_W%tI7nzXSZFvzA|GP)a+%?3aM~cOSf=Q!
zlat0Ak(-aM>A9LZD}%==TU-J)t*BT>S*TdeSuVkQvlY9t<Gts!f6r6L9HAV+)9X{_
zu(c3BEn00&xlrPI2@`SJBL+Tx3mRk~L~>I%S151+W1=C`Dq~|xR(E8iLkzESCf!7c
z){c;`VokfEO>$ao$hjR12*!5BSrytiarfLU4qOR#ee0+6Iw#^0oOx2dJ2S^jw#we%
zMb=<rcfKuSgm3ux#I#PgHXrkq9nzIQbhVAf2c=Noj$gosX^2U>c&Au#?l?K$)TG_j
z$D__Q{8jUI1uYlqTXS8@Zi2>WO*l7BwP#!gK^)SMzpWvs{We)wG#L@+_Kowp;STeo
z%J(+@s&DJ`u;8G~=0{~Z{kBm!s<C)Kad|mCUAXY@veqJ82@6z36Mqwwmo%EYeza7R
zMz)!y*xN4G1McXm9`>cdbMZqTDT7;vOjql2=hq33Nnmh!<KcLi+v=`;Sd~4HT5o!r
zX(L~98O?U{-S)ZbF1m;VAF8Gp8ABMsJ)U(Gg)a*_SRAMbh4snVAGUoG%inWPWlgjf
z?hZ2ajJ^}QmI*IL@^FeqcnZrnzx-gv^T!?P_5de#kCXm6VG~E~mWQ;-ZW=1LAnE~1
zD9%n^putnUq|c692|0xrSJ|?;+PY2o?H;4NdM08`TIF<te*YIJw;<?xj?ku1yqot>
zoZ`^86@*hVECf4W^{byJ4?iQ!7qOVYD!_Qy1lmcAaE&_R!}>I(J2fL9SoJ%F*-JY7
zZ)(FT!!F&+pD6@`h5_(hg8JmVKe?4TWg7T8h&;KOqG4aK9Q+*PEyF$aUVesE^rytw
zw5XrPgwu<EH=<JfLkGj=`kljCg+K97Y$aA?T9PJ^?8Z9jCgN#Ej);P<U<BOCBa8|k
z=u(liA3;zLWOr-FqwLnRHB;A3qQUh#Ts>TsMgBU0ht-mKD{&;XyOF$rs*MmSoWT04
zpzgXxtKr+zxHF*!=zMSg+OL4rY<|P>ri<&Dv!4rNrmGmOPwQ@7CGawu^2#l)Yqdva
zcB1B(E7qHXA$!kFy%{S;=PvKt877gpr?11y^7w!}kLyr<jkDtTJ;m^k&xAu7!e0EW
z`m#ZzS9E=CcMie4;-2@G&+7-z-Kde*W*VQVYRqTWB+TL2Sr+Fx9o68LrI*_4-Dx!A
zbuTJUt8uEVo48Aam(%@eS(oRJV}yzV_4Mu8Llqrw$bB?0P#tTO(6ZAkh#+bY4f<Dd
z<gNDI%0_R)SS8Kk!e<-%o;S?hAhl5x>mAqBpXW8(F4Q^JmO8&wPfe!SdIKZ?g?u2j
zB8d8klHCL}VzR0VvxT4`*qgp&1U_F#gf<8nUe4jdWaO;7<Ya9EqFEWjpw=EI%FY3d
z@9;&<4aFrbmTPVa7n}#P>hDJY8BO!BC&jSuh@+N^86(yP!oYGg#^g!r0Nur}<u}*X
zNn`tG<DBI!rm7yO#jX}_8P`Ex*V*z78+RQO?Y1Z#_uV<aTeO<>mJIFV9ans9MtCih
zR$~wFw`TOj+z75=E4wck(ksq$DKl2>HjC<ndg$uVXU$QOS#>=GZ|Hh{;Lz&Q3{8sn
z(s!bMFT#RChG|kAtV%}9q4qw6?HaVT5@^#|fv)wjeA)E7rUminR9)A9sSj2wN~DRq
zNWhEFjFlPTBb3u9PB8sFG%ab;a8uVi5)({%zZ;7)kb>coD#WG~C&kcDrzDFqawRT;
zMF4Lgk&Fc%h}mn-at}`qi9%@+MY%0HvjmiqfKBwfO;91l)Zz&55N!IEKf>`gvN_Ye
z>#)H0OwRlHOA*&GZX3$(VBp2&`c}_^o6*xH*B%FQ22>WBa<WKL<pkj+%x_c`syH=$
zQT~u#`rPPNF$N<47#Ei<eIlg1a!8t}a+|TSg>pzx`*iHH$QMi-UWWC&1QxOFr96DX
z0cvpDVPOjdV+{vIX2h6{OC-UJzF#hX6b|K4?BRyJEC#O|sNB2T7OpGqdH82%Td<2;
z8=pa$NH;hdEDtMV(97{SjP#zt4<JOn7N>7cbFTDKEQh&7=1XW{V^_ao1Q$q>6;6=N
z4cB7(FX_hC2Usqw>ul`0*3G0)RfZcglrI>Ld|Q?omN}LoiI&5Nr=O}Os)hkYP}p?V
z@@elR=ZYGnt61Fnl7B>(ySN2KKUgggmD^;wS{fRcl{QP?-3T$1bzW_$*gY$m(O#Xw
zK8T}t=%{jJ`OCgZ>u4{M+`h#Z#kMs0(T_`Oyx}UzYu5cCwv@<O+mDyEv~3~RXSm5M
zW?i0nAbg2i_$wLP+gxI!gl!?Nxu<TO<EHmfr_Y>uy+1kL3jR;#dO|iEQ$cjSe6V&1
z49K~A#;FC7+2xoJ5Qp$-#AUQ>aTve;J+FS)pXL(0O^;unHel;q-fZg+7SwKB4ZmcB
z%wM$a`8@MO&-)3b|9Y&$5YzV8nxLzj8k$m_^55nrU>#^lvOwb(Uu-cb?<Ai-_ubB7
z1cb1dRW>#j2K|BXrIX0ko)myQXLE9(DtCtX;;ZAg_4|8(6zi{{psvg^&N&$)ZBTKL
zuJ0t@sfohEs;zN|idT`EzFMVPqX>f=4M}oAS=(4E&1QAr4m7kkSkH%3;-yUA^)HX+
z9!{eQ_J@_Vog|MM8NV@KZOI2}wOLvia<0rYI_)#74?}BNwb&TV0G_^w+9|CariPAN
zY{%nYn^v?sAY2{QJhkg3dTW6dTDF;hXJ7-JFsP*SGs}m9Sj=+!I37bfV!!$}C!YV<
z_yI3B0LlwSMPk;8^mVdNBm4Iv9$fej(v<=>5;wz|Ymf%@iv}KkD?0A2jgX81b!xm+
z^SJasrjBDHQQCdw-Cqb2nzHD!lgWD@%=!KAz%b=PQwL;iVt!l(Xk1l#f0427ztPAG
z;`39`<fR%u))5yEiSn2Y(ZE3-8wp&h+V_KMeqfUmJFQd?_BU+4`<e2%6D*%Bld<X(
zaPf`<i&0<U{+>(g!RYbUP?GVCwZqSw;RZ_maQP*r_PXRA+|qS-X*3ePBZ1vz<3!sb
z1Nd7S6oYQSW0PoPprCPMl%{hi8k0N-42pXjE6Swp3GR!<S`F~jY7RUFwr7c!@UycI
zvWgEP#`w-%Gd-z9NZxm*1MB5<7SgdtW92WZQk8blZ(nV{Cww)?0}9#NfYSdOJaS|U
za@qqRs2beF*#eWqZ~=d<wm41?4@HaUINO3(GIY%8?V*LiQoUc4+G#LaH*&-Au~{&J
z!*!;QbvbJ8S}6e!=W5zp@j`_NM&W{P=36I@D>7;J)ARG~yha&|f{5?Ul7!?^W$Z94
z+pNeR`1QLogt%fjsHs3HK+5i5nm3@e;CLK|_EE+MPay&J)S$sA`Q>_IlK6l(|3b&D
z-pEvIsBmRStiD@Jsas6Qv{cJHY!@F_69Wcjmt1>*p<nB<d+oQ*%=^yyKn+mL!|i+P
zwbE1QHL0~|bH=K};oS|@ga2a|s2e|o?rg!6SmxS6rxe&BR#!l&y(bT9RkL-NZwui#
zD$^9uwa~9^u&Nh26<Hh_W00_wWhHMYkgLjHL^AIEwVp*~Ge3;Pzf+|X(eXg+e2?wd
zNeCtV+732_(Iw>JS+TKGz)oD=hjS&X5k!AwJX!`$5I18U+S%u*o)nnN#e&A~iK*Xf
z>7ywdCRFH-<)}cTDb#xApGOjnH5oIUw6{^)d$dj4l|@42ZP~z(MK*`#ij(m!yFZyP
z!-(C&A@^#8jp$0$PH6j@k*a*&LCm1f+zr3s^2DHV4fWk?uGyNld4HzISZ5)8t%KIg
zvLw}c;ukYEyuPPpOF5S6;CD;#HAqYb=G009S(nsY-)z5}T5%2{o!~wdG(OC3u8H5v
z3VFKhEm=adIM&pIiYmf705vJonqe3-`@}po?>y|`c#c#iV-7J4AU(kzS#kE@Z#`)K
zuluhL3$M>JI4iO1z6Eb;p`0@gmpjke#+2F$Ot;T#LK$?y-41X~vqAk13Cj8_J_bwm
zm1HX-dP^(_qxF_nEUwDMrl>mg>1$oSRNht|LCZo8vXbPJo36(g4k@~2I&4dD4Q>hS
ztHwzITQk^>bv{N?%=NV-GevI>1o#jHg?kAe&%q78RZ90BqCbtC3pq4XgROSaw)$4F
z9K!vP={GehaCLkQ<-#Ol5EA8eu%TA$)!WL3`WI!>u*}x<RxjfcOxfLrJ9P`B=XOEf
zdl{4zyT@SeF!1XAtTO0bEw|qKS<hW}Kx>EEZX>p!FY?}P)@NSNS80b#eH-*Eh)RN$
zj{Oc>kADH+sG}&FC`{s*{I!I=1g<6W2yYOBY4jHu?yG1SdB2wSW_{nM^Ai?G5;Dv4
zg^T^x=p#+6Lu|ykr7~CtV*)C&vSQ*8bN%x;(REY0YVo)4;gtr|G{yHEKowKZFV&&(
zYU?i`y}(&pM8UfBesr|Zaeyfm5tNzmz~g-eGz(qMMXfu^1f7AeyJ;HzxpaK-a2fk8
zR}`8FJ?w(@bDh+k&}!0%=28me;=NSKMA*i(T~tKikYy`DkXOD5C^6o0tKM?%-g0+8
zBsU5Kv0%~Xe#&I2_i{PM0B3v=tmpdq@gKG$+|q{}$T%*tODPC{P9a4aNC*8cBKQ}g
z8w)wIqYGJ0O{C<g0Zc-&vR}IJtW-Pjyh0vsz}=Pc;(6S#h}yq;#dzMn>^!XCF-Th8
zCg~D-DVI}z^+T(U<D+w9^^{}1N*Yi8aZYf5Ye8YwRU?3D)2YexrR&9nQ{#b6*k*Ul
z9+rAOQGStXu}VfefvhC10aZ;wgfe%`9uZj{A_?ozWE9Dv$fS;9FbNgOG~NURS0ZxL
zAzS)2UECGNDr@2T#J}t&l*_2kFt#YHud-4_R-rBoHH(r=Ii*5~gYO4F0<o%+Vyt-X
z7erRomD0s!zlI+aShb<B&}+s~G~_ub^YMEOF>aUoo#PDdzAeCmA$&bO`-ZS4YtDc0
zy3LVS`lroV*OyK3>-z+M2o~jG<F0iUPu^>>v1NelLLp^o-fTcSCy4bN8-V-zgU6k)
z7C!xqn|6vodV&K@;57%#ReghUS27L?TE4%Qjujf;&k4pm3nr2TB@hv^k#Xo|YFs`%
z$Ng$#C)X1r(%D@31P;R|t*po#;$0>vr|*KZmuq4mEkoRlR#jm@axutM$$jv4b%}Z_
zGkxGyX0XnwJml^`BdNbtl%|PRgy*PcpxZ~$wFvbK{t|>N2I$5gO$b~s8XbcJ28Iqb
zK~AMSF?H9lNy^XwSffHGAN9d-9KtAEJy<7IeO!ZXTnVWfNOD3WCLJJDn=LVEhO7<l
zdOu6@#lyOulda1y1R<<(0CcTuiH03}EWc^j*q3!lrzU!b(an4kR=)-KkVEYLARXPF
zq`)IU-uw%qNH0BLMBZwu@u2J)Gbsag)HW%l-p<1N#t;bn!T0rRV^ySDIjhUqVENJ+
zPvXP?9hP3AW_6^?P~E^yez0THDi03aVFF}5B+c4NCrglgt$2c&g}mlMGpSp_!?}}1
zX9}s<%zPFV$9A4+=L#AhuwB|{{D2pIsT87yo6R36zA~v?0zXWUE0{>lGPylJatSbS
z6^SuEGub(}LPvFF!-;mk<cu<_+)mO={EaeFyf^uM<QJNh$c*(&m#u5PWT}=75&3t{
z>xxl+1t0fxF;6Bt-(g)f64;Z9AC{&eTI@3n6A=TZdS^4WCXOOXzFEF;Bk98G^NpLZ
zZip`~Yo_BO&NTTf)I~K81vFV@rP$*(n92wMwg@4r$qsK>n<+vER_^JC`%%th=EJ*%
zO!07RdzpQ$`T_m)CZjjAWcw#ntTIiWSIa;sLW@JUs8`O?U_S~WrPpY)9qgUOopML*
zrHNl(wW|Y9<;s)39a03t>&2F5U)h|pEgU+Bq@!2_ZH%r<Z}gY{UZ_4PBt1MRvbY(T
z9T-QRg<ODaSeQtV?K`DQ5U+}CTo~YuV5B#)Y3)u9igb*;i-ZXeiwKuN!=j4Ck$;s3
zjTMydmjAO~S%Y)E-7tW6!;A4g`s%W}1N6GOCm~A&VO>P)V`79qhTgv>ov`g4=Bg?Q
zN5;a7!8D^X2>&OC)e_sUZEL$;R|6;5Pi-h8#|u5MnQDk$MH-Hv87c0!hTA|;D$q%`
zS}>%sNw|Uh9l8$(0fTit1t}#O0o&Xa$bM#tI`Rb9>*~7;<@Hkp9Mhj~1iaAG8<y!E
zu)X_Y`)0e(?sqpPjG5B$rP8ZBW$048u3y$BuSNF#b6Xe(aLJ^&{gGOtZjAS1VKmYn
z<-6$MOX0el_!#&@{!Fs1na4{Fs_kWBr4Wz8)6bu`S8$fCLmA6B?V~EF4BBL635?Y3
zYd~juEn@~5@dlpMX-M!apbL;1V(s7|w|~z#&%CfgO-!+5u85mY!ju2W;FQ|I>R~i5
z8G=-wbcPnXq^l%U0x#Ms9bBWvq^Pr&b7=3v&7T+=vWtmy=9oH0f{($<-S@luaqQ9J
z(cUwIlXOXL`}H~a3zh#tV=7&v`E4TpCQ)HL8S`}Xk~xtZzDLG$;@FFrucdTST{hZ@
ztgeS_sLrmGc5iFOFR;-xRF>Ft8RN}Ab*%{I=%-3M!ahJ*uJvRdkl<^<Sg!iNtO!%D
zJRsIP&eq<GDASnAFGk<Qq4QzF!d{`5TWwz-1~NwCs<@HY+i#0{d{o{Z`jXL@4m0Wm
z^?BNoXe!zrX3YuRxZ5r`_bWP`hYQ2rW?@{xYofGz>8gCcb8O*BNA3@Ri3Eu3E}&@$
zv;LU@m4~{hONN?r<{2-5)>YgOISg7HoG#iLni8){-EBJNnxT4@yf6D>acr?~u)O`^
zU!{2C@u%(BV;`b6{?TawS8gG7fz!9jJ(i;8e>C?NU{yWeqc?&ejnXMCNOuYd(%l^r
zhwct3=`I23Zt3onF6mAsq(eI14dPe*{{Hv=-+Q0?KKJE3hkf?!S!>p;J+o%^9GK6u
zr6F$5bxdp<@|ct->mF<8P~4AM);>gG=cdu+3rXZ+RT3jgoBKV-!Gz~9Vqud${@keB
z!KUCH*x*HMMH#48%tG}&74E~<*~^_pT}YB0m|3jIlZu+)Hm(l^?naMD%M_kioiE{f
z4bsxJZ3r$fVhC7HX-Ia0K0(P;oE`JzPBt}euf-PUr*Ko*jCQcIE}Vxg@|^ZjRCP66
zXN3*~5N-&+nKdgI<hoW|%R$&cF>8g8bE~%O=*Gz?+7iuANpL#CVeNNv_u0I8q9mRm
zt;t<%Ikig~ghZomi=3PW|H(S+*-k=g0Tp7~G1&AsWx?%EIL`Lz)LHx*y0$D57ms1{
z52RxIc_jvKCWuhJjE{85EgB2Dib=S)8f3{x>-IhVc*(%6INx+VnF8+%#Z8N}Ym}pE
z`_kO}Ew;DA<4zIWdK6q2NJjBoP$#rlzuMH^Km(sPoXF7``<Lfkc_k=5Nk1g#zM9%s
zu^Z(WmuMYoJZqxN!hQTKTr?9kt@Sl;nfajQ(^OLET%n0ZEUFFy67+1NTZA|p{OgxT
zCPz0iv$1#!?I($g=K^b2Hb_K2NVt}-id^f97cJzg!JN~kREfQ=q^<*H(b435Y{e-Q
zdOy7Qrn#(Hs<EjcNolQ|r$h(Ak0O?iiLT5^C%L4l-9JOGFW@~Lr43W^Rs7LF2RK%v
z`o~-h>4agL7J9zAz#nZLm6%-KtUAFxSYjUw4Xm)1y6g$ia#YaizQ#+|8kwNKsS58!
zD66eBO$(W{=}n@pswJO@`y623^1hy&QGE7x7rD@%2`sDr@+Mhg_i48>bgTkac*OTD
zW@Q1`*KaA__m)GK;4b%#TDbeiXdw6E_)j#&L7h16Mpdn4iNz6l2{@AnYVmC|sTPEh
zr?12inam}n=2O9#M7uCC_cF|I^v=JQC}mR4sj2Mp=^FT`59VR>sy~{9GB7v3U;ndt
zxhkGy>@0#N?R1aqE}aotfltMS{FAqQOIny7X?TRa1F(F<%T=7X<^@E7ynbkPia|Oo
ze#}7{qg0AA&*l&(OuxJ?Qub>bF&}`}Q+!G{WmG+GTq^y3^4p<tY>*)lS~ltw=iAYj
z=n``%FFg6ea&YFG84b!Clk1q4epF0G*@xk?+jLZ8P&x2ulIe3Q)z9J^71d)l-nu}<
ze3UnP?xAt`+I?>Y?^6iYL?>U&Fhy<s<)A(W6%<*JyIKh@F<on%q=3N>!cOd}NXQBh
z#<0Fmry?R<^5f!X&M#~()w&KF-;jL0SZ;@rxoxqy{iw39y4DE302*q5ppZG5s%u^w
z)yi&+YreL1$GE2Om>Qee@0VFmX4G`-G4g#+aRMfi6Q}*UqIs*L4m#~dl9ku*pe6JL
zXT+ISb!#inxJg<&YTF>TL7=xz-dIP!V0rEIVJvPt1JeLZL$?)?P>{Arl~`o|mqcMd
zdT<TCL?RpLVD!lPQXvddkxcrJbaJfrTj@lad17YBF?C<eHKIYJ;$M^`Tad7@D_t;%
z?E4#qn0LaSQd6*tQBA*$<RcoW?udN!gCnX!FV^x0DJl5IQ!&LrTg50-PpJA*JerTj
zJUuATfw^>Ct_I|Fd%+P?CL}NLu@+RAYS>KShXa$IuQ<B9;1KAXOO#VNDql1<rwLzo
zFKT#QY31B{tdH8o&2a82Plehi?uqk=uGK?RIXsE8_&%GYh(b^JMnUW|n&AgaA7Qcg
zR4Zoi;_!UI<n-@JK0`zV^1)n#PcQ^yN}~%>e7HvQ-|l9x<?9RoRuWOZkH*q%qa5=d
zmQ=VnZT_p-i;n{MpJQP-F!Sg|5n6<cVPvRSBMx&rusrz29z9`9PwS~;q!!t!vA^Ma
z&0-{i`L#Ru)`YOle8iez-dJxo#NWsNhzRCuC<#AuD42eXK|ktJl&HLd#5>p(;!vV1
z-D|Y<+YZN}=22mbo%HH?I{nL&qpJ`SQA>AyM0*@=Gyms08_3?wF_dYJl)_L$jlCuG
z?LLh}uej<{WD-TNlehTB=JW&D(qpW<t~Wf1g&1tk0=C@P%R>8|dG!&$Gq~0Boiduj
z3>h)eq=iT8s(5RGHZY|ciMT~%oegeynuCa<Tc9Y3b1BRByPqAu)*s|3dW+|CaT6H_
zA$eGgD&b@YIUYVE+1n1^JV)NMRlJqCy!@tLERNk_UI26aW78fMj}4ZButJ8%O=@o7
z=jY>U>Y3;mWMdRUl@^8v8!I2;DUu5YUz$_YOKB(^dmoAHiRJ4Ct$%CdN}hy8azsRT
z+c-;?#$4tnRO;4XNUb4iC4maoFT$i#F{Fwk?SH9~{z-8`#!bfkWvRT<$EO+5Yf3dx
zLfgA0LFP1V0yna9A)ADwf^sPV^M*6p7hm`j#NB4bL$oH6cJ1t&Q*s2+g}tsT)NPaO
z@z8?4I;<MiDW*n&ms>VaH4zVXJ|Xo7^Lzg#u#DdV+(I<fn{sWCa$vCw@2jPM!7?4I
zA#_hl6z)rCq&zRFY^g+orfWy{Qml6~kqB0&lL-;B<*4I2^0hda1v6(_Dl*{`$(p_h
z!{2Pf4^IpeU#N_k`r^@~N3m`v)vx}Lfh*2UbT}52=e8a=RD;0Vh4kCiII?bhQFo|$
zT3^Itd34-*wBGN=^1Q}HcBd+ORVlbSLEgemT$OHrq!Znt?^^fAR;PN|@o{Z*EF!NK
z>P2N+-3VoTwnWV_x^k;R$$OF)d=wf;Tg3#5^y}r(+rlx0Fm~RS<R8{)Pj3eoagC9z
z-k6CPjBpOJ4<;bX8hf#SYv|-usu4*t(_B(t+CjjR2?aLAX{x#&_`y2F>RHU^N+|V_
znmKl+ZwkA7FqCn!ynHId)19H&IB<=Q9yj})Tghc)yG7*uxu0HUPu(0zbx&{uv`TND
zHHWViE%>Vj7`xO_f0#6Erbl18QE(NKC{v6`RiGm6Sie7lcKt*@5~PwbIU-ug|2l*U
z%*->|M4qYG14{2wjlH`Cqh8fPvpGXx=xViDGsTbc1y{q@Xbf~(C!ZaW+oLoXq{e!>
zBi*(AQN!ydkyH2mg)~+kFoaKgm&x3avU^$F!$JYDu;+fWzV$_A8sCh|m}`?eq(-E2
zhfIcC(0G3c+Z^CJ)6^>)Db9{j_nKRURjA1%_ELPq5l=WQVqP@WG|wLJhu+#?Aa-8h
zXO`O;d-0v}JCg@jxe64c$&bE<*`aPXMuzo-!*_In?`laN??Mc>7&a5%5`^)+LkK(P
zZ3=|&l`taw{Jc=NI53o1oq>qvTz)G~uJC#qQ!HH`A~2j|K?)|EQcYSx`vaoZ(xc8<
z^qwS7d@Zi{bET~wmumOtGs`O6b_0Dwi;Snd6(c|VyvRK=m7Z#r>Xut9NVs36v|sLl
z_vHJiaK!X6;7?SGe3a2O_Tk_IQSL<FygW1B6unfq!8t(K7Ps<k>{-OQ@V}lq@mcrY
z@xB(C)Z!w8hq3nMBh@6b*KOp7Iv2BSat^Q|FOu(Ci7+m7t#A)yQfZXoYIR+|LQA4I
z>gG+*8-R}_Jwk`&4~m)p<{zliPcOl##~UwD&7?9z6%2}CcE@)Q=jl8>fRC$(c{Skj
z9_<HvYd&$BWrirX(_G7*-lar^zpM~NfUK9I0a@_lY+4#lY=)zj!!V4Y>y6#)A6ZG8
z`;<Yk4JAKLvJ#ZI%1`EOaGtp?cJ!5QPO6%^-p;cwyt=q~^s&4&HH0^u>Pi1}>;(d0
z?_NvP25JH_Sr6l;)AqoMxXLg&f>BM2v-kD5+e9By8R8H4LoM^dBhB3u!=&BX5%(m!
zrc;hvS@XPAD(<Zbax#Vj8l}dlr|2`Atkot7OrMN`hiDH_pS^lkSng?AYdijy9`Z99
z9))ZpVPvTPXG-CMC;lM#wD5BEzV#nhD}h1TR5?MUcAKlKmFTbOsY#*MMb<@wBR6C8
zibTn9NZ(KwUbn>{98914^Lk5n<Q}YUm^edSx$gD!hjrhacXfLYy3_8cvg?{%kSFKD
z$GzLbqfP56TCbCaHuZcD%c!OA_N9%}SwF+Bz;|eYuOSm*P7Y`P9maUxlN}-k7f~+I
z^ZC(jCs`*^R}r)Z<FuLO%^!5n4{d!Gqy=6}8-3o64Tp%GGJ_wG84=_xJDs-eMAIe5
z=6N4HWwD-0h$aZHeCS6pv#dE(%T=85oPsY&09oL*dcOCVmDeI9wk<_8q*Z1*r*_ZU
ztDSfs6emfr*z^EJe9&?~xBPq2K&4NwNePq-JKn@bQQ(AA4!=qFMU<tlH(3=-INc>(
z&A#-7Z?f)a^*Tl|QCm|OlPu+?9%s>LKDnX_Pg?}N7~%1Nk1(znb&jGcKY3)`&n@}f
zXuZROjP7;l>=S+z>uA?tb(55S*6#9eT3PNK;<5ZsP}R{JKfP7wz4VZPILjASkQwk$
ztz}^-+xXr+E?{$p6@eun0WkxGOMS+Dc)Ae=i5?qeW4oH9;p2v5p-e{&Z<{<-%#t6=
z!T)SiHCt=&;#%KGFIg)hG4xQm7S*O6sWyCVL_?y81!GlJPmrF1_Cxc~yWw~Ja|Zf+
zYuHDRO9GQ49|aNd6N+`>z&iOpW>$s%!Xx(GC~Q4{D%7CX4o;aK<K;8DcLuyw??Mc-
z3(9zA9jp|VKH(iMEeFLES|toeh7L*6o*h9HFIIup3=(cG{See*=1c7^&BUr%9LYMN
z7U?SMR^2{atyp<aa4*=q?G8POHO~mTovYuw=4m<?QobHX6>zucK(^n_O3dt^S<d&T
zk3JTz69NT0pS_FCX(Lre4NB5~20AHk(1`i)F*jC8;W!{yiGRhB_-rXZH-E!2*?vWT
z{e^*F`A`pADOZdbeEa8|o_ad%kJH8EzSw)13VVZ%<l0}Kiw^27J`vG(B_M?Nt%+kp
z!DqAzM9Kq)#uh++Oqm-g&tjHHZC}k#-TBE9vG02kr%P-DN0rGz!^M-xC8*m2;qT`;
zBa<rw1s2WUTS1$XuRA9^0!c&E8KkI3<xo28t)iv~PXfC-Mv0^X2uoE=QCQa`T}e*@
zWQ8AVeP;X!g>FY?$sD6g5*k*DS{^aoVN2K8uLM8Ym#9zo**oryWe44=&kdQW1a|ah
zPyFHnAE{V!L8e!Z^62>Z=c^w}tu}}++;+*y-51N_0t|EM1t}|eiy`_45OsT}6{xn5
zm17Jr`%740^BA&sV0E=Y$-!c4j?JIv5S@|W)n&#$l2rDQlT3D_=&7DeZO;;CTtJTG
zT3{AG>z(HtAHzyBF`=<dBAxm6t$>+O4O|zQ$wqyc1Rq(VA*`1M+({&V&a=z{Kiu$X
z-oEB|bX<}WT7J=Yisq}*Fa13{x9735tRDq=+QfOPH($>qbkwz8jq>2IZ=TxG4oR$K
z2Ue(D2XOU$iP}&jG5yxY;x&`JTY>&G-=z*tmC_{9ACv6ZWeL6utnpj^XBj%qxz~BT
zbv~L@cv;QMXVkcX)>hmvNNNamLO6KM^ssB8nq<^F=X%YbE`H_KL$v9tjk;>C(R%Es
z5UCumPbVT5)N-sW^HgX0E7Jg7scD<)`)Gs5kGJ|Fp@XR8kVixM>!)5l!sfze*$=A5
zQxC(<u!Oh7hkT_6-kl&MbBm0{yjAVQ`aX&J`pckt4a8hIC2ua?Xi65#f}juD)5wa_
zp{BM}u@#Tke5l}_BqFc(V8dS>3)Qy?mNQ1W$h3B|R!IvYyU>3A@nbg-bF)rEa^zjD
z7-QMwFs4x8m+cRiN73Z5*Hvz<1g*Q?_0u~dx=$84>iZ;`uBwxow!e{&8+s@ZS89Yx
zqaF|pZ+wf2t2JDVjT`8jPChEm2<?wNMqsm5^KFQ7VD;y%B%C)nm8D|K`c60v9unAV
zs>VV-y9R<|JH}KdWyH~8E$dR&2j7+~xAiyEpPk~4c~n58&0%8LO^XH91^3*L*vI*i
z?@G`oL>pc*G0`$rBg{p`RgrF#x%udV6|lbU&#fo|d90_hMEe(gAT+8~tF@XljL87H
zOL`ZUU=2PtiaJ;Ai0lkrp7s5{)c5{D&Rp@f<i0by2|8?0b%ueJIK?Vi_Vv0u++V$t
zchfALn0ygs{Fgwu>HZbNAINwnLSpQ1vU6LWjdY3de-o!L<L~xB$Miv9R*@;Ip(zq(
zcxkUTSET%|JD=lXAnV`|%gO9BbYy*SpiR3z_TahBR;|;1Os&{+xcT#4Mp_5K9Ic6~
z%OYQ#&O*%Ij>(YblMCNuJeLv3v(1Deyt>`<V_nC|k*pt5uM)W<kBArBOxg2J?Qq0w
zSQ-?zCYsWk%agK)X4rf;wh2DAs4*Yc*mqw?*AESNL)Q1~R=j`1n<y78AEnb9i%?8N
zd=}MJAL2uz`Pp?QBw;>b4sTbJbv4_nwmr^<YT~x5wB{nIH%>2R^SxS+;4}Y#`X!~r
zM1c>F17Zy&gVflfkm5*9%-e(y(8$9GM?>>*KQ|h-De}~x1!WKXh#ymUwHN3^%W%+T
zA8cBL(?Heuv{-fDeY*N&pFGf1OJSbz`eX8D@~+5QTqYw)90^KfIEFZ;@Dbu;=x`4x
zWKzDC*92c5b-#gzO^17*?(lib*){0X?jdy8lJ4jA{O-VlqJp9}w-uW2)<256t7-Is
zjRC~LHK(^0=9_m<cjW6XY_sy~x5n~D*OlxBBV{->_p&tobz7e!K9bt*4oYUkmX|yh
zMfntcMP-85JUr8XL@HXVnymgED@Q(0p=b5gj~Hid-;q=nlA(R7QmSWblwxC~Jx5%W
zR*`Qjr`G8zV^pm|$J&@w;ychqY@a9(!Vs<Z(p_Iw1oubsAreb2+tQi&C1$>d`le}o
z1-{e$8cIIxz2NXueCBtn5g*N#eUA_jFudqra?r&_8dEX1F~^uZMqjJZ7tBxPpX<%4
z>YnnmaN2}OY*;&@Cet+t+g^M(db2B$aEgN9S5@eL-E?}k&blOT>V7@7Wzl52&Fpx*
zrp%at_)ey^*QMQ&Ulw?H{6OJTIDGn@L}DlcDhrhqEh|`3C3`XZ=-aOKEy*c~J06cv
zzQg1t#z9b)J}AJY^fvb<X6wz6UsJWLRJ~+Q^2p`!S6)+P7_#WHZ@rH8kqm0*9Vbqr
z;-&0(9=PPn)h{5Fg%B+|VV+T@6Aq%)^DAz5sM5bwWPDafr7i_g6H4nhxq8_cA+}sM
z!P65NrLI55+uftymOp?LyH|6vh7uH$qR!~z(sc9%ZIY|0pj=n$)AV6~Shm#SO!ZOP
zln-@Op9?J=62AMv6la&F3&xoOmWjUPqh?gp*UfbHGr}LgI{QXZl!=xpk|;P9G*o9T
zq!_>aB6@|Er(0R-26lAgH1q0qZmejmx^OSoy~K^ebxp=vSQ?g0Ksb*nA~;q*O8+qV
z*mHgLt5l==zPp%S|BMEAOA=xM+!CsF4c=$}bV)4AGQy$gdOgKmTTLjt>`b?=!4RC<
z_4LJcB;)qM$HKH?%2kV=iB7c+1Mgm(2yCfsX&SqfuwDmjaXg<d*ExSvs^5l`5_m-K
z;J)1{RDEp+e^kEOrFHggw)q^`rjo_8_L#x4E5Mw|7sF6l`+%Uz8?Sw$1a3-lf`ZM-
z6JtAGu7udPi$xAToLq0QQ<po}M46a(eX&Az9EKKAIWH&L*Jfu-DB7N41YgJhgAyyJ
zIDWdX{r6=Q{9Cr&<=0B4&X#&MpA!oNL!Wb9Q7BO){CKSfIxiab4y@g2v=}`t-r#KC
z_By5Q*aQ9&J(W_KMjW|QzaN$bauRmdI|M7tIBcD3XbQ4=XqDzu?`6pB3K=7eOkl}I
z-ujl0bLoO2?f5Lve7pr#h-Qh5BCcOgc!rBR2r^ptGUx}{Rh_FGm2*C^)3*i95#I36
zM7Sy~G^24-?Z!NZ<w~4S`XQ@m4Qn?pBS&0*E}czM#?3_;Q28zAjGPWO(}}WSe4(Jx
zrNP3nu#9zJ_B+=mXtZIrvEvdo4#po}<|<R#f)+9bj1q?OqqN_Fxsr9jCR_4%%b2%`
zS}7xue6rvoxH#R_S?49R?IwoF$QDR(<tcsLKJk7K5h%56lS=$*phxj3YPJ>r@~C!b
z5k!!>iJr&s?2gtgHP|CaOS9QvZ5*@Q<MJ1%?J00%F+nq6oqoIt)d?uo*T)_>#hf=U
z>G-_lo;(`vx2DKXe;LedIC(AHy>>OlfLSJwp`OhNbuMEWuCZd%0zZfdlg`|KArl|T
z$AfLPuEEGSxna|e!y^4*L~!6Lh&LkblQj2IU0K@VY@shdo`ra-QmIxGXkcbblyT4T
zeD}LdyR}7e?M>YDV56+i(TqS(59CeA&;oP8`M0e_N2D-lDsu~LPMvVFa>EthJQPJx
zjt}J|)p37r3cal~fdC3)pip69it8epl(b0S#wBA<<y^>I?iMt1o{K3ub9NYZhR4Ps
zcw59ak-l^pkvHg>JgII}Gy$wmef-O1?ofQP;DkQv)w-HlHuP53H8*owhYy^sDz#)i
zL|<D$m*^d2aE9H$qDxY?>JpVkU5+Xkn9nBM=u<?4x>XY?+pHG$vEUr$)5w681l-1K
zQj68jU9TsVmiFHvPG1ryJSRD-(kUXf-<nw9%>H_AsAcZ0ViP#P_x!m3+1HFM?ze=<
z8e-Wr<XYJ5`2{4Omf<zUVoG96y<qmdcT-osiigcI(a)Xb;?(C{^czV@z%Ryfm-Ra|
zTND=$bzOihB9cFDaeGgb2u9KkE7u57^24;*?ooWJdVPo>vS%29EVrW76o_*^Br5{q
zt!_yq{<M<;?yGNW=3pVh)rBiTmT6QduWM;J&KS^47Hhw!8Gp8KSySh5y{KA#;%1#{
zEn;W%Wctgj>sC0-s7ckLI1v~+eMqnVAQ&zGyYXdNj}2Y}{><{}-C*dqn$i1A#9Xc^
zcI{YXgGBTB$g-ni(kyzGcAZaKW(0e}TgNXuTeq)}GvB-rV<%VZMkdac|HO~dq2h?1
zw_1#fz66;WXMtYyhVnqPEU;Np`K5VhLXSj0_1wT!n77Lp$z}TknB&wlc#i%Z6fFVT
zfV~Wd4xY5I&u|-wAIXS<Hh6n<Skkpk$DzYRK1)Z5Q9)q_5&{1g#%l}n-X9a(v3D*7
z3fH&eOusxD1rkbI%+ouIzycH4&4cLp?JY0F+ef8fAZQMH%i)vhVhKOvl<MlV>eh93
zmpZ~{wya=Hi4l8F-m*FKzG7F7?S^mnlpsDF9Vz$GN*ZK4wYhU3tM%&tFjt>at$#l!
z{>9}T?J2OkfanQU;C5TBX{hiE_I0*ub}X`JDMIQ-ewfUTFNFu?6~V|86fp7Qw2lgJ
zLCOUZCG3t0yx6NN;0=p0;GJqOV*C8?NOM0>uKRIzGN62dV)ZF53yC0OBg?b-iuGN`
zoV!_C1EeuvcPR8ps@HF<xDdnJG=UKZH2Wshlsyx@#y2hPyXegeH!_>p3OF9Y=jB`!
zc>I2!q&PGm$zLT~`f?H9%5WK67d(~58cp*khfeRFB@vNNl>7+HUeGhYbGf2~K&EdG
zYgt-146-XQn=XS<*dWS8GVCD6&hIWImEod0VKC)rLIue1KenOh>yzx!#z-RS%e5Ct
zFQv3qR)}+E2rN1Z#2W>BPs6FZ*IExRQ;cp^P?NkX7!~I$z0*-R_(Ssh9K&eIOY~Qh
z9bWM8S4CcD4fbxH=PLV>?32Swk1CPe<-xFD#h%g$3ww|D-y%MN7);~eEM+f!qE^XT
zxYi3{uQAdy>YDS^xBZL53K+!)yULusvDZr$8siI**dAZsEe5#ahG_V_KaS6D{Jh5f
zWYNJGKc`D<-1`lK-D^%O;fc-0^W-L!%UV9?u4_X~Cx)9$&jh3jn}nT2*PJ?mq;Z*d
z_;_Ru(+k|0g3`&x9Itmr`^}Eoz*$^B<b@|N6xB-XLA~f$%Ab;x+AVq;<bYpWY}=8>
zRSF@sGw6ijeUm&oIN3e2kkl0#1&OghW`g8)2_@VNf3ea0`U0)tu;h~t`$kB8FaDvR
zejks%d;j9jnZtSRx7;7(4&vx~#Oy1&OoTnVa-vqXW)Q%?Ai#}LPH_|s+GnlOG|0^v
zaf&-<Dw!6uYbq@mEIeDNa8G?ll%GG|YuP~Xwm>1(4Ut6!D$As+%v8xVwLD<HQ#jBt
zI)I9THX{}?U5}{MC%on9WuLw2&<D&|68dzo{Ul{HPGLgi0)<bK6~$5S)8`D)Ca{Re
zBinuL;w$^$D{*z%Z1wSA6yFGuaZGj=w%b_EgXasJ^Rqil*tRy4>#VuC@_AqvDQWV{
zPv|)@TEI%a@<WNv_EboQK$H^g(65uq;m=IvY-`~yKFtwAwK?a0`QB^uSt~UBW1O+L
zkI^*U9&Qx&auUoRin{0ssa8Wu>)mgq-3VyQFXyLr9Q*wCV!OCWr`b*hyxYEf#?X=7
zE8fqnQ-&DV+$`PfcW*m8-(NFl_W)g>BRwISE>bys9znkiMJGQ*LnUL_De^wv^fZ@H
zO&E5%FO$I~Z`C}9T5Vv0B5G@lqmU*~#cU!zN>N2=N{L;mUXjeK?6$jBVLpF;W#%Qf
zzKg0;?|J4H<3U(a@lIneYf;l{id-;}N3P)Ui(4ZV;tIB{K2)A<-4y{e2@+%S3X!IY
zFP5TZUc-dHZz+F-yg`We1T-LxpoEmiY>Jkj7FjTEppbsD^u<pPmw)w&=sK2Si=}-y
zi!V=ACtJi7IU-fi!4p1-6z$2?g{t&(?&1+KueaLrM&zDC><%*piBL=HN8|<)uui#F
zqdXl~SzGqD!K?`ou<@;r7)Kx&4_}h}NaC$(VmymH-}rvHF+A*#iHmL3B6Rjvwj*x;
zrOz@`4oPqhdY}ayJo9xZatgs~jJKSh91w<r6zh^y(A7+Pj_`fGjF!WYI#dNgs6|N%
z$Z9oeJ%jtSF>+Je3-z%U%JuK5n)Z8>zt}O`CYEa_HzBNUx3B_#D(KhHi-Lyn886fg
z1pRs`B5#dv`>2zIz*@LUI+fp&KheJ{>fnk$O*OBpGBYNHT3k+b{}lrgK{xhXPw}&=
zC5bEQHr6v-gztlG?C+HQ_rv!0bV5b<v`O>4f#;@NID2SuD_I(UZ;a34;!6;`bRljp
zLdLi{C|G79xVE2)AjKfH2({^C-5@#n!_DkDy!}dtYlEi|N{fdsM20-6-SA}Dcr5T@
zLpJ`CZT9F(XRGDt_oJh0yNX1@S12WtJoK!BDCiz5j`X-;kBm)T2hgQ@v9kr`IKCJ}
zPiBBAO6C!te&d9Sv}{tqh!>rUeQVfk%CXcTWq^1|44$%$&&zXqIbX3s>-!OxkcRDD
z4~BuI)ypcxz{`yfXgOq{C_m1kU<Jk_mlP9?N@({cujN8c#S_g+!J3?6+NMQgr)0e}
zQA|n1`M@SV=yQZ8?9n$M4iO9)(8r}?ViJGr+%MD8fvM3(>}r}Gic0Z?RcVX71*jj#
z9I@VlS;UXB!=j{XjePpx+$SC;VGu=Sk)~~k>^!U7fnEp8NCXEP-y5sOnN%RBh@i=A
zE%6y!cOW-3056I~m6fA9bB@8WubUc8EtopP{8NL~N=Vdh|H1l{O+|3x($gyIV2aXJ
zK_z|$0kM(>f)4)LUiu8mUSh~JaRuZoFdDcL*5%jTi(bsSmZ~jYGSI^=V>}G~8VXDd
z@p1@zYYDgw6h@iB8HQ6eiN+tB7V@h!uFcQEo(v&4qEXuB%^%x7>czTUsVBDDTRE#L
zx+D_r3-)3fEj*Jo07uFGl7&a}e8()ESsnd}y$Yd8dhdys=lB2|2ZLZIcfAeJE#t{P
zG#_@$HA^~E<kc26QR_}=?cs4~_jk;JM)TKs8oy4<Wjc;@M2?V|V==m_yWK#rhMdk1
zzuP%mu^g9Lr<&t%+LapVv=9F7?0jo(_G8ZJOJqYS=Q?7jy+Wl#A1!97-Awf9#H%1F
z17<Wq3JUb`m~WFv1^)a+McL(-#3wnKGl#Fly<U9hIS{R$72|D@an=_%Md)yz6Oh!&
zj#deqU=*h`{+x*|Mf{k_tL>>iqrMeVTs^+&#dBGkr%uzSD|1OBE{NGu7GAY>Fg)QJ
z5|sMfGsiiLr97XLr?4pKiKmYA^1eaZq!f-|KGuJQ0qKIQ!VV{f8C*l|f{)UO{bI|0
z6x8wFSy+&@c^g1?oFwn<R1a^QexRv?f0?N!`Pnkq@uGWl`+RlZ>(brxX-@j;T9hfd
zajqg<>nF@C7ScY3bWF&%OY=x!exuqi0z*aiTqT<48ktDBCwf&JzJ&8R?;Up>e73s!
zVs*7#9GbxMcBT4^xhlHfb3GHAfhJ2+Kbx3ywsFRm$)sj%G#JFWZ&JM|$u86WPC&nX
zuJqB#O`(i?ibGiJyH?k<h^RS{kcQUAv<QP*1LiWn*^G$GnoFj#q}iefyE%>!^(ERG
zVYtN=qVn@;8lr>9pc<xR8?iD3`a@R4HJp_a6e@uoa^o&8$9S34O6#rK9o%+pvyYVD
zOT=X8@)4?wJ4$hF+Rw;a$$RN$VP0rT-M*tgg+TlGe7*e(n-4{<$)d_P(?rg|S{E31
z^5>)PXJ%(+EY(*0a4bg%>Na`C%qp!nV~3}HBm#fsWnl>8wYQx!g|YbVYxYJ(;=wMv
zl6t0x9Lh(j9{Ik47dhN?+3|@Nk+&lPbYU7_Q5{5y$!bur*?aNEyEV;=1)qO?KGuzB
z?k8xzWIo)@U>+wJfA#_+Z`lMnF_IL=OFhiw18XFn@*0@F_Kj62I;zfF0$!P5JZpJy
zH=pg@h)BJh?J`=j$C;4I=zL=~P7yuS-w%Z+Ju+StyiQ4E$yghV-(@kl99jfTfThgL
zcvu`H$>j_1fk1D9Xw!-vX{cY36@U70ZpPDk1BuD>&Uw)LYk>)ktgWvDz1H$(wtOLD
z@5H{Elg_#otsl=y(^5C%91d=+-zB?{z6~|*GW%2X4Km+N&vWfUN3MlXEIHLkwwl;!
zfpD0lUT@pI{2+!$jTuQMEjiD2tUm-k+EH*%F?688+mVUI(RJj5J9_zCJJd8M;s^RE
zz0ipjt>xFDS502-9%Oh|2(RLLSRYla(<7}$V<yYL+Mh9eOV!_cHfZvqli=n(%x;Do
zVV11(%l1jl(CYnX{GfmeisXG%hIpn3p>Ct>nA$j}h;w2SZK0AbDmO6NAhv$4&al<J
zXU0B9I=+s&M6Q%>CN6vw;cnWrWyKYHHe;Oj?9SilMWy4u_S@SROn?6|qo-7~Rgl>#
zq84da{bU42%F6&Qvpsy_xM6dCFJYT=QwvQPVJ=EG%K8;E^^b`PGozg2=uNikiMRUu
zEd)xP9l>02S#hPqKc*4bM{WGBG>i_BvP~}Krp_d1o^l@}<qXkezoN`^fkMK1ceHeR
z8+~*4x+USK#u6VVvG#;~jG8TWpm^-X<LeWQ!JnY#&<(cDj1eMycyZ<VLH<nYDM(M>
zr_9E>-O1|+4%QD9E%rkU0v`HHp)b#fBRmB&N>@9jaueC|j1NELjgMvz<>n=^Zv|3r
z=?~>u)SQKP(K;=)zL|eA+;n@6&6?(ZQoVgCfMeL1o)NxIh(`{Sm9d-)uHm_s3T4Zz
z8p4u>w;_3~TLI@9*fh>OpW*VuBRSpR5q5@JNSw3_YCfY0E8ouS7rfZw`O^ajlwLlp
z;e|zqG7Fo<Y`I&j@0!96yfYs#bDD3vuHGWREacr5Z9NkmhW}73HC(Z$hFpQRQIE{z
zSHz1X6QB)Q6R0irzO(zy$Hx-kUS}vw5Z~Bg;vt>o-&cWa#HO+z6B!j~RDLqzU2S;b
zTCM3~7R8-qXJkT#x~Z!=8(Ue$YR^(lGag&n-#6LCV$X8(It$#Hu`#<6#7@0AOh)5l
z|Ar`{tu-9&+g66E>M_;;T=CBKumO`DQ)RJXJdfMq)WIr6d&W!xj@k{nnSR)2<xa>^
zLJU(C?SvY}RdI1zH7m90?uMzcMSL+U?Ko%J_kL_wRo$HAtVzi)1sGJ_lQ^-1lL@LE
z@rs&o<A*ZTA1V5zQB=X&7?B1!W)Os^>n1XDz#3Fxg$&YTLOWX&IER@mybtxueGy5i
zhq>`{OZA;rd7N_Id$NwoAYA1@Qsd{2J_4aE<GL?AMfH^Tha$@*Dz`<gF!VfvH!Od;
zkTz<{46!@;NQhJQ(fK>3=MuiBcwwDsqNu(sJJR*fX1+MXEeB9rj^D7FTx<2w%JQ(X
zzq#bXPp;^A*Q-Nr;$wBz<&^#ArR$#lhHlQZ*o+Wfkx|lMhlT+-j~&y1X|We_>QDl>
z6Z0z<&z^e0T&Y>+R*jd{it*H&^M?a*VpVSx9}Q5^9ie`J=Rl8eO$`&~>x!abI<Dh!
zx30v!jz2wIV{+SHm8Rj^+o5r!Lf_QrUTl@}6-(2iys8E;AQk;^Z~rR{2>oBAyWfxl
zL2-UT0b$Df&Hev@TLAn1-{k=IdIvEO(BJL<4(#IppTGkEqwxPd@ZfLA#og}q54ZzX
zz%)9>{~gE${T*=NAL`#fyaNVipgzAb7yt6ie@{EO^DyA2KWPVdJb<6u^0TqA-}43N
z*@2DmfnERa-#{8O8`J+4^1&VJ;EqCYM<uwYBs}mBei0J>AtnG0zx(`?f$%H!XT5&@
zzSHuXfN)PP`2Q^p;la@V5j){m`p+u;I{UwM{C{f&knjHh<>4=4&hPl}llsADVXF5V
zfkMv+1c?7O9I*b+={NtI{FA@K0Sm(&^M;k>7xRXm4)DZJTG3q<e)DJkXUrS=yY~B^
z;eehQDC>7P_?IL8`*3jQ(0_%4UoGh_7~FL_y1zof|2_icE|~n%&2mq3x$n|I3BQiN
zI_|ITeb;sG+SlFnJBk05FmSKy9+mQ|%)8^AwmVIK9`EeBOS^mDmH4aFyW@R8e7N>2
z593`x1oZrpySMPc(!0-h!R3GD^{dREGJuBv1O4PLTGs!RhQh?m{s;X;IN+1gtof`k
zvg@hRSRYL{FMnym>F2j#T~_+YpGp@#@;={oO3jKH2<A5y?p4{F+{;@N_%Mdr+0yBs
zsb5-9AemHmd{t(As8D6Nv7WLXD-lJVJRZ5bZd9AKxW2a-dz*II5|kt@`@u03zsLVQ
zi7hfA>1Xq=j%hec1NHN|M|BEJw-O*Rg)gth3ud=p(w4oTg}e9`dx~GQvEu4Xe>;gb
zU{Rz#g0$AWP<t$|)jv8$%DeepXN{wX(p40LWM3{asQF~_t>{<b#UJGJ>T_z|?kD1%
zZ6iEwqs7|iE*Ix37f?BxIXkQgHhoQt>aG_ax*U|+!G<ALA^P5u{4%H<=2O_(5lL<q
z%%Nienn@?Z(2AcgSN%uurCCryp~<f;wX=*5)V~IqN~mb8+eM+l2~fWF+au*_8X=ol
z%#WB!Z#e*a^+^rfvwl|0c)QzKF<Lb`I$hL^QlTI{Pc3CO$vMN4PkF?w-%!_Y0&znn
z$UxO#97QKbarle$Q6k#o&Go+e*)3X!J#xwz`KBcw(@$dtTKbVMpBaa}YaZ8_Wn6UD
zA0PJBP*eCu%JeC>hqV_=NY^`Vn|`#V{?n^#BXBJXR2ue`P@Kbsi3Z2VcDbcDj;=?W
zF}wD&)Gp^%Pk>d!47b}cbO+0Wc5fL^&o`z~lY(0O=|`IjqA6(1uupCFpK*8Kr^JJw
z>7$p3TRp8(IFF<~*O2h*lzeJxtkK%;Tpi|5=^JHhnz`O#g}*<sIX;L;bygTw$`#}l
zS(*%LQuTZT*%3lb&9}Qt@olP9K<j)N`8JvhMG?}OoT>um>0&7Pa_=KIRG0xoGd>{)
z31vb2*?O=gjEzc7h>(m|Z#mCjrAnKh?~5v-T!A;fJ+nEn-ga^+nXG+&0Wn?Kh*fyB
zf@Ca85k&Ti{AeYh7dD&;UNlRqHwZ(473V9`L0a^S0|#{Kv$1UZ{;z1df^`{7VNYSy
z_%oxx660+3sHR_SSvS&PnB`H$DRnUmL6KK+Lv}CLP;)RYv-2iOlP8kEs^KeDS<okm
z>8bg8@Zoa@VbeUCGnTXY@N5S|4Z1*mk0tQ=r=nrYcSZ`)IN?F<Vqx{)P&Ab!LZl-5
zm!H5q$qcH*Sy^pO25SrFC~pbiXQFtPamCAibHta<;uP6NU=J>mpuGbbia&bMhSId^
zm$P-^`f2|0&W7!dkh1Wz!=iS9+qLSHT#rXB(-~7w66xdBTXKi$Kv^_R%Sq>G@#E<)
zBuyt_G*WUkQH5e)C%uBixw}iP><%ohB+T))MM(@`<Xc}f?v$_xybaqNwW>Gm6YHbX
zcq_Rvni9n(dy-UMh_Cc56i!0UD)wC^r06hj#+4j#(%EJA@fIO+sU?w9-E$&OMJ(?e
zlLq{=h8S`svc6j-Tf{<yFZHX<n2Cc=JD~9J<r6|B9BEiY)WX|I=zX(!K=@c&H0~5*
z+FE=BgKE?1teAmPQE3s=!>;j?%IgA>Ur!pGN{X7(hu<yN)$rarmYh!#nvhg=K^Um}
zYPuU{Ao^^`C+4~w5W2rOsk-^Tt}by|cuAxkxf@^{{+t&r#opS+J)xI5AaD}NKh`8z
z(MfQPm!AD2DrcK*zL%!W>*wik`K3BvC_AI{#3Q+0<<y)ooYdNA3B#BA4NC}fZuF15
z*~rumH}5Ka>k*oi=!;lrChWVFGijy^B^g-#=t<BUb})>(7fVY72E(ZKXYsy+RNLW<
zuwfoiaxFVTILk>8gLY4l_6oJiZ}pEIF0zlQ7N%+l8;1gU9O;?eTr42QzO{3{{`NT4
zu>F83_0g{N0ct8r8@hD)KD4yE4({nGJ8nuVqrYy~&KmWWjS96D83QA|BZ?(2F0X6O
zq(deQ+sP24e3vHflTh3_jKimF<s}e<<gdViFLG%{s=Hw-(%<fXU%1F|{`#z<h2LaN
zRnMb8Sn;ba6Sg5b|BDKp6xRfPN^q`rkz}B@4gDj;ErZoTFFW{Xa*_;KK?*eJS#er^
z)aiv!y581a_<}`i7R$nRF;_mZhe0q$E*u82=5#X??hG@CA$>W7$6Jwb%5&X`I}zYI
zP^hA^v|_Rua8b*ErVAF}#({t*7Q!ZkM^<mnCOpp2cBFr5&Nstr81tN$ZJe?bGubO#
zsBWRFezIq|;|RW=k#BMY$yh*&XUOKAQQIJr)A#s}!S)XBka_Ql_CYGHHuH39f1A9(
zJTXLK%R0(Kj%r=X1OoN_*dv7t!$iEd`*d_C;EvxeM?JI+53=hwyelC3skp#R=Md*)
znoit4n_HTv!lklrs6@mdAdh!frjaU(z>i7@r)GXO2ydx~upNX>mY4Er`vH(FigED7
zI}7J`O3|ufyP|@6I|fmf-BzE~`7Y4A62ozAz&Q?YspxhdZpfD6H~NHr5Mx~4e|_`F
zwu#bVobTF;TXXSUT~__Py_zC|>)f=b0@dOdkj(beGFnld&I)8@@-)Gf%hlf9q_YwB
z5vOI{x6s!%nwXv8y04_mh!15#WbD(8Bp@nFL>@0c2mgvjS2AKCknbq773qM36p;S(
z{7XEX;^SunuQvIit?M59tGT?Of;7!lmw~VoWZG=4ySacghG?^`a4LCOEHW<9#0%G_
zERYdHY`9nTk==!C1war$lyLM-sb9ClLCVb`Ia+Rti5c>dVx^7PA%=vN+Bj;riL7UE
z`Lur&k`S48*0>p_Il6wIVp@Q_&^VPGO^e11jBS=dnwBf&7SyD;n;DF&nQ>&&>etDU
z!TO4mPV;)fSYBn)6%>@c&(i9q>3Rj^M#CDMvX}8FwB#YxHnP<BFeUMVPZ}azM!Gfv
z-jI^}8<@L1*O};qv>(-7ehMv<hgL5$&1m#8Q6lU*zdvSdDj*BkyM3Z5C)Tm$%NQB9
z%fTm3o3A;DuD%}`O`~TNO_^v+ldCi@$HULmhVlg1M`%uGW<4M!Q3Dq;>NZ&ku@_Zl
z-;aY=HSn&dV|R4Cu`IXm@1gS5Tgch}#F;6T^o_p>#!40XWV86FN9@elG5#i2A*#4c
z074@P*3&7te8A2-Ck!64xrr7wKr!)c349HhOX(_}e3u9gpE=ZZg2ff9xl|#8c-V%7
z2jsYu)~3)+|LA04`ng#&hJ@y;BroXp&Qe#wL_hZZ5-3A2$HWjMSdX*>=-r_=f=G@@
za~G<EPU7$VyI2*|-Mt^-lL`tfmmE%)cVE=J+1$GH=YnfBf3<TFkkF8!N*&+u)emxc
zCiUFVl&}j$@aZP~_bD%Kx?7aDV5tNn{{Pi_3BzAZM1BIbyBW4D0j;u%>fL0Qoxt4A
z)D)Ob$`Q~CS;$-b2@_?wn{NK|JOS`L?R0IWwXN@1p^Oadu(ZMiv?9R52>}2L<&*mf
zMpe3FdH#HE;j^#?(5v@~<?giphMkHVnVSI5T?F^00Z$e`^YfaUTi61c?!^ey?x(td
zU9uouTfk@*dKwl60w!iU8fIoD0!9`#8a8@1;GCU?5g<kW0sf@_MgCN~H~$YjEW=-`
zCHzME`XHb#x}ZCVCldj!jy1?0Af@VRTU(d|2P11;J2QP#kRt)Do`tQp?mZ%v*3iz}
zK-=2R%v9SB0Ek)`SeS!M2xzVEnVq&qrg|U(Ms@;PD?5NUYXc+#Y*Tg?0$KxWZ9p|W
z@Qg>R19%$*i0Ww@7=WyQ9rbif31~s4rbd=FMmE4FGd*n^fSd|YUGI<jrWQaE1ho3r
z+Pbzzcjg(`8JXS}U<%R)wEc5xea~y9H8V1|1N2yetZfY~>}<5n^&X4@3eo}ir@zmB
z%HJCdTze3|KmFs%pUL;7{?uV>4ZwBHw5<UT=o<lVpbp|TruP<02@ufAJ-AXu&j@hz
zeZ^ECk^qmIf^2L6A=3u|3&19uhpWy%kMt~b1hfKn))oZxEWrKIwX?pvT~5Fm;8GoH
z3losJ4#0G!2XL{pzl+eduylH`7idZPAixzy=795oRW@2v3j-rvZBw9~5zx{Azx6=+
zz|8|07})@LV1Oq~Yo@JxfA{r32G$_JB1=;{n+IP4d|n$nz@bJKz+JO71TOzR)z-DM
z1#+9&5zw<S-n-q%Lhr7@{M4!o(latO)dt#&`5!`nb!OT&x^|}b=CJ{l04`hEX<GwQ
z_n!^5O#$=ni+V`50iXszHF$rvCtBWza(Vx3th_&)AuaE3mjF-vcT8Dc;GVqs#}<JH
zB?1ph1pZVa@LO2qA)m-YK9N83iTutdV0(x9eJEV&K}hOBNa{}^sb86X3!B-Q+8S8`
zEMZ!yhxVZGph4k5gTkL06n;ypJY1JIw6MPG7a)K&Y!0+!p!I7%sL+1MqWz}|?FS>Y
zf2-2|=_YO9P6ECC;g$gn;jZt}f*zEB{!{{F`qi?H9`YGI<TLs+pV9AppgT92KNN29
zAY}0%Wbvnv#ji}ih4qZ=jernCYw_SDy9ar@2YI_c<?VjUIXzqlg2A1WoPJ&TXN~C}
z&hQ_B^nO|ApXmR4{YV&OY7epn`q3W|{Vsw7eBYnA;kyifu#E4+?mtofZZ+%Aa1BJ>
zKgO8frKoCK>hlB5R!7^`=6_U>sy4sQuhHY*djE>`62OhpzK2WSjVjFS%mi#q3_#`I
zSX)^B7s;|98w)$@yMf`J6f59pD<o&D4fOE)Qz1Dzf}bnocZ1p+3m`VjS!(M(Tzvyv
z{rNq^-BoFz03Ze%{Zb|I2EgJ1Cdl3oh<7&s)G05|NN_i9-ML8~_&VTj%)b9jPjJ7+
zfBzYv<=!pu{geeX>&gKGi5jgmzaW6J207Z^4}*X~K-e+21wzFGDEwi>eo*=6C=PJG
z8Gr@QpTqAR1RWTZ?*`$!F!Nx5whqvd?uYMx2;;z&e_Dl@ksdI5-p?rR+-YG4R0wDX
zzct$Yb+7*d@ZJ>&l=M*0J#PJtHUI^;F!)R6uQkm-x$Bl-dH_+~7ND#XfYAelbtd3N
z07ebG9qwN=V83(F0E~7EFf)Ks4fsvZP8W!<<VLoD&!{c6?MyAG>6w`c)PJT}>gm(i
z=+l^kY^hBx9JCFLKs34*X6i2iSqTe0{<~&C&d<R>N6$#dM8{0e1hCQRDCro;=;+9R
zEcXTiBlLfh?{_zIv<B(J-YuBI0(u^P2w0ez8JP+634W$AGO;rPUby=qFn>t<d3KkN
z<)1W0U^WD}^WXXIzV`Y%je(8sKl9Q5XBtpLpt1g27O?DJX^f1(H1gkRbnHMU`CFEe
z4H(h?oyI~3G@rlnF|e@!3*rAxW1<7v^I!Ss0N(>k&wr&cu(SS0eHqx9fceAU`55UK
zfC<6B(t!H@y9}U%+$|9QRR)muAGR<8w*1?ti~z&_KgtDWu>Y<vaDRb_^sh3Q|MERB
z(*nN2w1&M8KqBV)76c4GLjkR<1u&TbsOk6dLe9t;bk~$<MSyw!D?N}lJG%~pzP_%u
zE)ydw8><czoel$o4g;eu13kUA4)-e^I!0|aR#rwveKvMBI(=PsW(Hk7V5+OftjEa8
f%&NzIA5v^=fjP;2J7r{MV5Ns8B^8hog#CX25XB`A

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-reg.xml
new file mode 100644
index 00000000..c878bc25
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-reg.xml
@@ -0,0 +1,60 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-011-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='345'/>
+         <instruction instr-id='345' subinstr-id='2'/>
+         <instruction instr-id='345' subinstr-id='4'/>
+         <instruction instr-id='345' subinstr-id='6'/>
+         <instruction instr-id='345' subinstr-id='8'/>
+         <instruction instr-id='345' subinstr-id='10'/>
+         <instruction instr-id='345' subinstr-id='12'/>
+         <instruction instr-id='345' subinstr-id='14'/>
+         <instruction instr-id='345' subinstr-id='16'/>
+         <instruction instr-id='345' subinstr-id='18'/>
+         <instruction instr-id='345' subinstr-id='20'/>
+         <instruction instr-id='345' subinstr-id='22'/>
+         <instruction instr-id='371'/>
+         <instruction instr-id='371' subinstr-id='2'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='470'/>
+         <instruction instr-id='529'/>
+         <instruction instr-id='529' subinstr-id='2'/>
+         <instruction instr-id='529' subinstr-id='4'/>
+         <instruction instr-id='529' subinstr-id='6'/>
+         <instruction instr-id='529' subinstr-id='8'/>
+         <instruction instr-id='555'/>
+         <instruction instr-id='579'/>
+         <instruction instr-id='603'/>
+         <instruction instr-id='627'/>
+         <instruction instr-id='651'/>
+         <instruction instr-id='710'/>
+         <instruction instr-id='710' subinstr-id='2'/>
+         <instruction instr-id='710' subinstr-id='4'/>
+         <instruction instr-id='710' subinstr-id='6'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='761'/>
+         <instruction instr-id='785'/>
+         <instruction instr-id='809'/>
+         <instruction instr-id='833'/>
+         <instruction instr-id='859'/>
+         <instruction instr-id='859' subinstr-id='2'/>
+         <instruction instr-id='885'/>
+         <instruction instr-id='909'/>
+         <instruction instr-id='933'/>
+         <instruction instr-id='957'/>
+         <instruction instr-id='982'/>
+         <instruction instr-id='1005'/>
+         <instruction instr-id='1005' subinstr-id='2'/>
+         <instruction instr-id='1028'/>
+         <instruction instr-id='1049'/>
+         <instruction instr-id='1070'/>
+         <instruction instr-id='1091'/>
+         <instruction instr-id='1112'/>
+         <bounding-box x1='71' y1='473' x2='506' y2='546'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-str.xml
new file mode 100644
index 00000000..744f2f95
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011-str.xml
@@ -0,0 +1,179 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-011-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell end-col="0" end-row="0" id="1" start-col="0" start-row="0">
+                <bounding-box x1="73" x2="243" y1="536" y2="546"/>
+                <content>Differences with respect to Germany</content>
+                <instruction instr-id="345" subinstr-id="0"/>
+                <instruction instr-id="345" subinstr-id="2"/>
+                <instruction instr-id="345" subinstr-id="4"/>
+                <instruction instr-id="345" subinstr-id="6"/>
+                <instruction instr-id="345" subinstr-id="8"/>
+                <instruction instr-id="345" subinstr-id="10"/>
+                <instruction instr-id="345" subinstr-id="12"/>
+                <instruction instr-id="345" subinstr-id="14"/>
+                <instruction instr-id="345" subinstr-id="16"/>
+                <instruction instr-id="345" subinstr-id="18"/>
+                <instruction instr-id="345" subinstr-id="20"/>
+                <instruction instr-id="345" subinstr-id="22"/>
+            </cell>
+            <cell end-col="1" end-row="0" id="1" start-col="1" start-row="0">
+                <bounding-box x1="279" x2="319" y1="536" y2="546"/>
+                <content>Portugal</content>
+                <instruction instr-id="371" subinstr-id="0"/>
+                <instruction instr-id="371" subinstr-id="2"/>
+            </cell>
+            <cell end-col="2" end-row="0" id="1" start-col="2" start-row="0">
+                <bounding-box x1="330" x2="361" y1="536" y2="546"/>
+                <content>Greece</content>
+                <instruction instr-id="396" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" end-row="0" id="1" start-col="3" start-row="0">
+                <bounding-box x1="378" x2="405" y1="536" y2="546"/>
+                <content>Spain</content>
+                <instruction instr-id="420" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="4" end-row="0" id="1" start-col="4" start-row="0">
+                <bounding-box x1="426" x2="448" y1="536" y2="546"/>
+                <content>Italy</content>
+                <instruction instr-id="445" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" end-row="0" id="1" start-col="5" start-row="0">
+                <bounding-box x1="474" x2="506" y1="536" y2="546"/>
+                <content>France</content>
+                <instruction instr-id="470" subinstr-id="0"/>
+            </cell>
+            <cell end-col="0" end-row="1" id="1" start-col="0" start-row="1">
+                <bounding-box x1="71" x2="169" y1="518" y2="528"/>
+                <content>Q2 2006 – Q1 2010**</content>
+                <instruction instr-id="529" subinstr-id="0"/>
+                <instruction instr-id="529" subinstr-id="2"/>
+                <instruction instr-id="529" subinstr-id="4"/>
+                <instruction instr-id="529" subinstr-id="6"/>
+                <instruction instr-id="529" subinstr-id="8"/>
+            </cell>
+            <cell end-col="1" end-row="1" id="1" start-col="1" start-row="1">
+                <bounding-box x1="279" x2="298" y1="518" y2="528"/>
+                <content>0.33</content>
+                <instruction instr-id="555" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="2" end-row="1" id="1" start-col="2" start-row="1">
+                <bounding-box x1="330" x2="349" y1="518" y2="528"/>
+                <content>0.51</content>
+                <instruction instr-id="579" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" end-row="1" id="1" start-col="3" start-row="1">
+                <bounding-box x1="378" x2="397" y1="518" y2="528"/>
+                <content>0.31</content>
+                <instruction instr-id="603" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="4" end-row="1" id="1" start-col="4" start-row="1">
+                <bounding-box x1="426" x2="445" y1="518" y2="528"/>
+                <content>0.18</content>
+                <instruction instr-id="627" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" end-row="1" id="1" start-col="5" start-row="1">
+                <bounding-box x1="474" x2="493" y1="518" y2="528"/>
+                <content>0.05</content>
+                <instruction instr-id="651" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="2" id="1" start-col="0" start-row="2">
+                <bounding-box x1="71" x2="159" y1="503" y2="513"/>
+                <content>Q1 2009 – Q4 2009</content>
+                <instruction instr-id="710" subinstr-id="0"/>
+                <instruction instr-id="710" subinstr-id="2"/>
+                <instruction instr-id="710" subinstr-id="4"/>
+                <instruction instr-id="710" subinstr-id="6"/>
+            </cell>
+            <cell end-col="1" end-row="2" id="1" start-col="1" start-row="2">
+                <bounding-box x1="279" x2="302" y1="503" y2="513"/>
+                <content>-0.01</content>
+                <instruction instr-id="736" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="2" end-row="2" id="1" start-col="2" start-row="2">
+                <bounding-box x1="330" x2="349" y1="503" y2="513"/>
+                <content>0.45</content>
+                <instruction instr-id="761" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" end-row="2" id="1" start-col="3" start-row="2">
+                <bounding-box x1="378" x2="397" y1="503" y2="513"/>
+                <content>0.21</content>
+                <instruction instr-id="785" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="4" end-row="2" id="1" start-col="4" start-row="2">
+                <bounding-box x1="426" x2="445" y1="503" y2="513"/>
+                <content>0.18</content>
+                <instruction instr-id="809" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" end-row="2" id="1" start-col="5" start-row="2">
+                <bounding-box x1="474" x2="493" y1="503" y2="513"/>
+                <content>0.05</content>
+                <instruction instr-id="833" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="3" id="1" start-col="0" start-row="3">
+                <bounding-box x1="71" x2="109" y1="488" y2="498"/>
+                <content>Q4 2009</content>
+                <instruction instr-id="859" subinstr-id="0"/>
+                <instruction instr-id="859" subinstr-id="2"/>
+            </cell>
+            <cell end-col="1" end-row="3" id="1" start-col="1" start-row="3">
+                <bounding-box x1="279" x2="298" y1="488" y2="498"/>
+                <content>0.17</content>
+                <instruction instr-id="885" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="2" end-row="3" id="1" start-col="2" start-row="3">
+                <bounding-box x1="330" x2="349" y1="488" y2="498"/>
+                <content>0.70</content>
+                <instruction instr-id="909" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" end-row="3" id="1" start-col="3" start-row="3">
+                <bounding-box x1="378" x2="397" y1="488" y2="498"/>
+                <content>0.26</content>
+                <instruction instr-id="933" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="4" end-row="3" id="1" start-col="4" start-row="3">
+                <bounding-box x1="426" x2="445" y1="488" y2="498"/>
+                <content>0.09</content>
+                <instruction instr-id="957" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" end-row="3" id="1" start-col="5" start-row="3">
+                <bounding-box x1="474" x2="497" y1="488" y2="498"/>
+                <content>-0.01</content>
+                <instruction instr-id="982" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="0" end-row="4" id="1" start-col="0" start-row="4">
+                <bounding-box x1="71" x2="109" y1="473" y2="483"/>
+                <content>Q1 2010</content>
+                <instruction instr-id="1005" subinstr-id="0"/>
+                <instruction instr-id="1005" subinstr-id="2"/>
+            </cell>
+            <cell end-col="1" end-row="4" id="1" start-col="1" start-row="4">
+                <bounding-box x1="279" x2="298" y1="473" y2="483"/>
+                <content>0.64</content>
+                <instruction instr-id="1028" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="2" end-row="4" id="1" start-col="2" start-row="4">
+                <bounding-box x1="330" x2="349" y1="473" y2="483"/>
+                <content>0.72</content>
+                <instruction instr-id="1049" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="3" end-row="4" id="1" start-col="3" start-row="4">
+                <bounding-box x1="378" x2="397" y1="473" y2="483"/>
+                <content>0.56</content>
+                <instruction instr-id="1070" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="4" end-row="4" id="1" start-col="4" start-row="4">
+                <bounding-box x1="426" x2="445" y1="473" y2="483"/>
+                <content>0.43</content>
+                <instruction instr-id="1091" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" end-row="4" id="1" start-col="5" start-row="4">
+                <bounding-box x1="474" x2="493" y1="473" y2="483"/>
+                <content>0.25</content>
+                <instruction instr-id="1112" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c18929d2b624acb2b89b3f7dcdd85d966e03bbe6
GIT binary patch
literal 344949
zcmeFZ1yogSw=YhYfPi!hlG5EF-6F9`X{BQWD$;_4AOg}Y(#R&HHb@E5-I7X63P{&o
zYwLSH-*f%GG0wT)xOe>j<BahR+<UEO&HDZ3eC9J*yi9lH6*+mi1aO!Z76(Rf1nGI`
zT`cYCaU>*gxOHUdA6PiL+u(5Pdb!%rb1OXYP}1?R@Bl8jxc+rZ>+WBlbTsIBxOn(*
zxV7$T(DUL*N#WQyTO)*t{4Q0Ko*#!>(azDs21?JZ=m?0Dx3O}u287Cj*PMY1^xX0`
zkL;{$?kU~D;a0bCe&}IK&nGA>2+DN#fZA9%;V6fvC3xxTJSOe%cj?NAjxTGq!ZQvi
z!-y7iw1}ZW)5cQ4LMFPSJc%wVk4~&0A6yjAH}2%2sHKq31+yx_ANO4!Mm^wJUlXY$
zorp>&6H!Xne3&<~L$`Azdh~c_XLi2fD19F(izT<HYK-R^(#!Fz0oBM)q$I?aIoL?3
zIP@rlNPJ!;T%6)JF~7vNtCbneV4p{1+{cWzYhY0CZsz%Z70x;F4G&3%LIjgFt_qqa
z?glFoUQ<7$Nb|~#XAaT6v9XKhRxMC&pV6@Dvm!dxhVxQC@IBkZ^gC~PcJ0z26BO|x
zjD;eP#|q;QM9e;Y&h0MHUOb;6F4pe0N0#}<TrbPU-SPSQ!#XJzwP*V%NSz*I;wGo~
zRB?D1Be}Q6>J%G{^qiY#mT8k%1#}~s*fxseFoJmGm`mfnktF39y?t#*g`Cv1pC*zw
zW%(o~Na0OO%N>8ZA@S#@rKwGK^XB?TUiZQ?WY4d;I7zQUByj?ske2qH)>IF3B1M*>
zHSet$r}ms7@$5FzG#>Z+9_M+n36pzRG&UX_97x&c&UEMw3ZG`;H_7aL80herN!>Gd
z>*h-??+!>_XD)>m39XkKrK`i*f~9E|%xI4Hy`DT|>xp}sOZuv_HDA3%@9Wk$`zVHI
z6{(KHmCg-+n@KGJ>51A}t5W3BNz5{?J*2&wYe>t(NcSr7<^$(`aK^`C@_iSa|2lU*
zGk|@1r1Mp3<gI>5O2ljHWpn7;MrXf)ABHF>St!h3kZ+q`PYV<$K=CI)`6w$8hS^0=
zvlM_*M%*bYI*24$fXSIf;}J+(M(c>uYA#NWTHoU5N)Q?Jss;PIk}ItbHZ0KCoJc(=
z)Eq+sy_6n{K^8acnxQOy^z9||6FEy(q8Fj}-f$Eku?Ol#lk(l+9K<QWTn`O-Lo?{S
zb~LEHhUS4^hvti}A$vV*Co7Q$WyFHk5wpIfv5Y(_Q0EKv6YO`-9KJBu-nfr>z2)t9
zsbd}=6shZGK`dWGzjL4vP<~XRCcMd@cuQIAURd1Cr#U3w6ft77t)-#3q7f#t%rQ!x
z*W$vU+PEayUu}s}BD#ktD@nE#LWfM(EPe<)MNhx;aBu<*qb1>s0v4k(b_5pt9mzKl
zJj#<Q$6>A^t}l5so~Yg;I*~`_4Nj8hpw}lz4R2^GX+v#WY*TBiZ!;tcw^rC=P>3E@
z;foC%RhYUnrF0tUku0F`R5LGzrt@+M4SLg1ZJYjj>`}BdlNs|oV^ek+D=dyjRZKzF
zF6W1KJ8K6k8QVx4L{~^p=4IB(-P;9Qqc_+6)+yGV)^AY0T#>()Yco7rxm<a3YR5Kn
zB+r(6jk=D-^bU76)whi`y5UzNP1({GJmk)iwu(1fn+-Z9`$Rq+r|ix|I;>bR3+g0Q
zCBICf5vq4QOj5C^<FiUqOV;R>UAeiUu);|Ce7QZg%=(@FIMxR128KgIpH0N%H%Gks
z#D-AcDBn!Eg<7`-Q5;Q{Rn&gAep9ZGo-3-g&~2P;@*~{GDN0M&Pww4EFAY61o<nnK
zPqU)6&3HIxE@gQcesYWMYyEESIlCX-75$aiRqpe2g~;c_mM=f~Mf8vka5!<i<&005
zO~B+RHEgW>_->(uy+p|1rSWXJVu@r4f5}EkjbUcFpLOed?3$Qqk7?>kxZSnsr&A9;
z3r+i(d$&9q@1Nru(tKF+X*+I~(Yw*N()amAz(xMyb?RFD7<~Is<j?`?%NNO3yapsf
z!RhS}sGVqDQ@@N7r)Hrx6U9!0ri-QFi_E&^iAALMq+zCMi4D|>)aJk|Yd1aN-&Ea5
z>J#dnA4zVU_G)}d*s1Pzn%Qb>zDG|YfPIMLT+cuAcE({wX}0t!fn*zPJgu>0<Bwp;
zAc-DHB?<1QE%#gQ+n1KyPyB#A_h!y$M|+3rP92Y;0n5zow7suqIj0`Sk!KQzp1Yhs
zX1{okA61z}o5jy3&2the#c`|?(A@A{-TB6SM7P^S*^H%(WqVD8=(|%EB#Y10_)BI`
zt*o7F@iR?~3r3M!26P{!k7dKulvO&tZwj|bxP{b0&b?S~3J6tl{#YC&vuLphDGRdj
zzfKkc3E9DJYLY3Fftx$F%wpwZ8MZ}*bt!XH+}gY7>;gDwIBGj8Jk&q*Vl92>$Wp?R
z-SY60MASjVScf0+nK}`(A+soLXd6?zXNN|c`-1yo=wg$mtLj~*O^qZKTvbO+i41vV
zRh6k|4>^05c(uoB4`bzG6PYqK-{f28<L3LkUQaI4l1#wJXUca{uWuOieDmn*6EWq)
zJQww**Ec&0x{l?TdHEULZ|!p%X1_~#_x|(D=EA1rXDxS2_fx3za@{JWyVeTt{)@dw
ztCBshdUggfO_u6yKWFcwkE5?YV|<?T@x#aT=kFsH$y|&iOo??z^*nsT%~e`s-PKAG
z^*Jwck_<U+OX=QW?c)Bdvlql+D#V@&P_Pjq#+cYC+(XBnO@jIYvm48%Y45(FyrKVR
zU%g=ax9hTAx+mr*j8*cI?=Gtu3N5`qz3=|fef_royY5o4teXz10!mfXPPvC3Rlc5b
z2TbXSFg0Pr8~X1HA1G#K&l_GF<0_Q2{PI;=hb(ftJ-)rLuCp$tZuP+HAe3?vZz|;4
z%Z!%}lske<0vCA{P6@)9j&6>2F3Cou?;VwHj~Y!qt>}Z7ymxx)wXkQpHG0^6DD8Rd
z`Qx!q6NCS!a?Sew<@Co8X4uTM&3NukT{*kY*x}fk{lR*;AhJXCJFnT2wae^|(uZZM
zq4&LZ$Q%?LLdP#_VUDx%X0G$q2W<ya2NS~bPLpE;+b-)(^}J4tUy&WNyuX}jd`j)d
z!@zf*SD$s9kr0hL)k4ZaHoi=%O}>>JoqV2Rn=+PqC$%(<IxRfyDBU`JI721_mPwNt
zk$IYBmo@oD=}mPub9Ta8jJJ>8uH@+FbmWTU7UogrMdV%NJLi8XxL43tC|p=rL|yc%
z7^T>=_}e>^cY`JJCABb4*qc()(ugvoGS9O0a`W=>3bl%l??v9jDw!(Ns%})hs79{#
zs{USMTl1yXuyzQp3jbIqURPDmRiFRi=7-b<l7?4}IE}%LS4~fw4w_w?H(MUIEPgcm
zINfT{I@+e)*8fTEQ)jzkduxYmM^mR{=Z7w_E_k;{cTJB_Pj#<gZ&jaQUsb<QfAxUy
zK<%LDVBL_!P~))laLb7NNc*VDXwR7D*wDD%_~eAi#Ft6y$+gdppLeGoO`S~#%%IP_
zm?fA^n4_M{o@bjc{UY?G;j8@D-UXe7=|!u>jV1S`^X1?byp@Diy4AupzO@hE6u%9w
z8?P^KxNe+nhHMdTrERlrSMJE{^nN$^zPt<Fz1oZ1r`XT`A@Jkl!QF$oL#M;DqZh{%
z#|0-MCmpAd)77)b=a}b77i<@Gmui<YS58+~D7Z*R!TV=8V5|AFGo=5Iu2c9|*J;eH
zA}4pp!rjK29&AMKnf}KL(ck;hUwtO8&~IJl)zww+_7zfCZ~g4{Ran>`)d>AVjkC4Q
z6F>{7_#V9gJt+P+ZM?jHQYZSK)Xi=q@h8{!&I0O?<dgrXk(cM6s1&3}==fbH{~vVn
z{oY6eF3xWE>J<?_C}QZ{t_RfW6)`+0BK)&vzJH=wn4TBZ^t<N29VPzQ@Bh`=i-`Od
z1LbfeLgejBz^uuQ0b>}ASt*@)=}q%edc$`Veanr;B{XI*I&;`fa~Qp0F?ruogGmXk
zSt-4FDT84#Mc-1R39z7)))+=>_>R19x#9C>pV@l~n@URSDk_^QN}DQb(+a}=m4>UU
z%dxNHa?h3J!c^{r0Y6pc!qnx$mG6Y9NIsM8nC!T^y675Q#o$jx6U@L8N=Fw?#}Ed7
zrXg`9SGUY}4=-bj#$idt;YlapNyp<#$Ky!FUy}y@OF$Qjt!<m@9$LO87KbgFfG3lP
z3tSYAg}2Ui53k@zCiV=kToVJ<C*aB?T$4$_5sSx`OvI5)xF!x<1nw^5ip5`(OvDh1
zy(S)aO)3!se0COKy0d{d?9Z?W{1aG2dFXjT9Dc{;ue3lM@%|Mq{Ja8x!-cp{QtP7(
zQv0sE`6F$|PzN>Xu%I8;YUzDrXcdo%6)V4V@C=C^KE>4V;Pv1~-V9Wf>&AK${)V}6
zbIb7c!&9a!iM0K$^?VOe6jO|+gloL6Qhs65q5~a0JF)y2_^7j3CcJ}e5`A9%UKnY2
z7zUFg^_z^zO0)Pe`>E3!<~z(>=puqrjjEE2C$@3>#srU)>&J?novu#5+nuECatypz
zp#1ESPZBqc`i5k)3gxQ@ePz(BmA`k2#DnuI<~emdvvM~13!H5B?D*G>FO+k)!?lUp
zQ<J}`2?d6+hIMPOPq>MyhPa8n_bHS$e@&_vb6bqmkcbPXW01Kb>bZz7Z@Ht6;gS4E
zsH0@1Pk}dzS_pF>bIhbzC6?n|bi%Rb1p#cQYy){diI(s3^46%=`~k!$J{DsA8L@v>
zHF$Xh=y?$Z<R4{<_iuITUqQyp&;NJGx_L>1=m`{t%tWT6Q0kZ`19^fxdD17_vv@tj
zzHNK0jv3iVcFEhy(hX^?wMpWb3O&1NnUvMmhyG%Sm*UNR>kApBE*AB;1DZYAl%Wa@
z?#x$;n3XMaHD#MG_k^5o?&K&6yPQiaC32a3nmEnv->+C~|3KXTDQ{IP02v87XFBv}
z@BbPI0HyiwHB*Eh;p}gG<@;OJ{Fl!22>;D_+!wO=K|Hu<5baqP)SD_z#2GT1u6fj{
zm}uCr_+2Lf{v!4*KP6eqBSLw%!n(?ad(RV>Mf9#_xKhwF2+;y9BofZIW}Nq)efIfu
zcW<tX>fOnj^}}~bIEFM7H+0M|O<y6QBCSBBkpAc*-#@F-{6h2ymwtEgPeuBF+lPMJ
z82+sBpVejodcOZuoB95#7l;}l=i=xB)p513vZ3b%W!wWMKc1Ezh>?$qlf^?|GV`y(
zE-WO3!ws>s24*z8e1gDi=jX7<K+DqJ#>xYS`;MK5`&}EToQspIi?fZh2fYXmx3Z1h
zLt763>)&@G<?zk%at(Q8T=bU3*5pg^ypZ?GA5ywF9~K`y_1)g^YLxzd&f$l29(uH*
zycBRdA%-djRkLg<Kp+NnSRP;bhA6$p?_ZoK;Dn-I(A56-JHM9wLBN0Kng3&@|HlIU
zFI$}ub4K!qz#1z$%j1i*#QqTsz{g6PCB>zH8yvsG^xt{rZ#e%y5%6zRItT6&NcY_s
z{+!Z(>!E(nQ*itEFXkz)2*2pREm0>vCon<?(FZ?HPGaCb$as^?lIj($oW+5vZEizm
zNS}MJJ7LDuCIo2E*Kas~hfefW9bIqp61&|$rZ*RQ|MYuLY1~<7F{HHN&_4~iVDaFU
z-{ztV@zdp(!cx0k#lq6L%K;BQTn^`(U8<Kuq|VmIQX#7Nw(YA@SI@bbeZKVoPa2Bz
z%aoV;95|R=wZCT3YBc=PRnvHpzH{Gq=d6k!mH4dXy8n;Gnz^SNTSU@cXZg}+Cu7`x
zh^NdhPKBFHORinO&MxTeF)=!i7Z1c!AFEw_o0Y!GePkXGS$ncEKj&TgBYyf&%K=zW
zdvSJm%JtP;y$)1H=W=(zG?5kF5Q~~ZwD?HRxj}jqA2*tCgo_{I3zacmc(B&(6h}Rn
zu*C9MVhp@vRkZXplX@`Dx+}R@#@Ld!SI-<C%QS&d9cBlt?$yiU<aLHDj{{EjY<*Dc
z8`IfpMxxl|fIwHL0+IO^_^eg?P0*)^UdN)6Za#W?<ptO5LUszbOFUWH)~rHBwQgh5
zgEna4+p6|TiJG@q_WD8rQL5^4c}w?`ie+>bKErO;e9i=2QSKkRcmw)q-F0w;c=Us5
zyzvpj%}zhWV>7tPvD3Fjv)J4y>Y!9in3YU<qb$G7bxULy1$`mc$xMUeR5EcD#)_u^
z8Z1@&#uf`fx#V;ii5m!y@>hytQKyKk>|uwXHIblc&fKc_24$Njk`q8=c10ldP%1!N
zLQ<a|V76x8SUtjXH!lOgCWP;ne2_qNwSGO&jCNCqvpXWDy9Ur?Em%`24LLodD8$>H
z1aP)6*89y;Kwg{3@lwF@i-#-hW#+ujnTZ>Rp<oOxRehmn?qFEmcmatKcAarEvj~H0
z54(`BC2;%%bbl~@nz~Ofi;Wk*5dO3Pl%F?hvISmoyC`F?nFHfe<8BYzMl8x-S-;d3
z=aEq~34zVD0}$;QKnt}1a5Uf-=Jo6~+wnlGlI~^B>>^fGEd30O>h|_s;Hh@2F3)8l
zDbXy>pEkKAvcZ3fi!9WF{iM}<I1Yz_iOWxNs72PpW)y!ypIi(wFncLLA;L~Me&%QF
z-80jGi?JN=`ZI*nQ-J&{F$6yoM_G<`5CPzoe%D=cmX82m#9B%e5!z7`J%GHHn!ZqP
zCQO0lLq3mXApkYCUO4<I3=9KI$Gz$Za4eix54yrWm{1F#wTNI+tpp$sLH)lTg2LDV
zr+6<}bf8y~h#c7e@)|YawxT<UL0N5%6r2o!E$ym3#Ch>G>Xao6C4zLZwP>bJ8nHU@
z=6=_~Z}2C~44I&(5bXmj-UYq)>hysk@()NY;PeWhwS5oaIT76wm?=LKvt%itdL{~p
z*aLqAkSjO&Apjl;wJPxl?&hV(q9$w{Rsj45P~~(}`HR9Gu^Zh^hX5{YZt15>r*a@`
zcz5nGJ%piXgtPs0pWOZDS1)Bym;e(j6x3q|av}11F?8c%1OdRD&5C^~$jUfG-Xzp&
zLz|y{ViJa2{~3ND%4Z15zhVNCISL4DToTk>4~(-K;2S<-RV`rQ4iI1+OLatItM$r3
zoZkZ8wE^(K?}Kbhzvo`{GaXh;x=sLvtfJ;aanxnDy!fW@zFm-QiZhM?i+<(+Z*nnU
z20s%fhe2;)Y`yqjb?WeENjLzqU=zW46<_ED98BvalP%DKSkP;ya5sS4b3Y3hkiTW-
zZv4OKqF$)A{iF!wOS^8@0T{xrSbj)gb(=&|aWj-j?H8*@00lr{GPaz7b(escOnW7!
z6z3y~ogr+gAK|u5XB+}2X28tJtsj^BPynzgq7knBuGw_3ZifLOLR8iyUofgkXG=ic
zjY|qq?`q(I1m?B92kOOpX|U47q!phbVC;(B*a6F6m=~Cxnd9KS3&dl!6nsoI5WvNS
zzgP_T^2^*sE<Gsd3vZs3C{SzEOztr~763KGr4)A{;Nz8&;GRH~cg;SaR*mjUBV!=F
zc=o>d&pZ2H=fD5014oRg{%ajLuaE%mzi($BN|;tA2^nHj<4dqH-pfHn!;0pisLOvH
zc;qjp>vA`gszk?OhpfQ;pybs5lns^^;%5K&vh`{gquHX{rjcvQ`RMI+j4%SxEC)|m
zwJ?y2v4t_IQ{mLnYU#y+osvMOo~sD+g>e;kA{WMS3P2R_I~A4!VDX%Mz(-}EMTCvP
zr)c3e4RpRdGV*ZT#Zk?r0F!RJMnwjId4;2$Ri$I!IG{4@%L4KYkAZG5UJ`0`W@Jjs
zfSFS<FebB<r?(WKd)SG-vR*OwN{XC5+p(2A4B*kyJw`ylEc>(%iD;IwAXvjn_Ne9Y
z*C3xmczGZLi0AcUP*1Cr0IN^+R_(nP5wfyl>OouDq#zxI>6z5gJp%(LQ**U|)h6A`
ztz#zWbq5uAZ{X~JO*W}=F#y|jyWR2o08#hY&P<$M%|J;-=}BTx>-4$yMXCUc6QPta
z2279JLXiAaFbb>GVKWR+87@I+4E(9|sd+$HML6|fc?BL|V(A{SXqMG7MQZU+{~YL{
zVB|JqB6`O{fe#-X-ERTKW-SPrp_>-q=2}80vgz$<f+S%5Ek>x!#5!mJDE)v%7@^#J
zsUHw^PcsI-&VqSMhmq{K3q*y99Dd;UqXmg@SpaQi9Vp1~FzUgoL|+&N!x4~7y4^P9
z`Hy~rMhfUr&UGwDxZKh?3t}p<+G!#gK^?9783PERUiEd*c4#tc%>HZCST+{GFasWF
z&Djtps(jnZIvA0717I_xPo{)7n~;dolY#Nk41(kQD85{pVyp=R2(!sjleVKohfAQ%
zC|m`|ffl+0*gD7ebTpf!JA+PCcbb^W<99M4EXtEuZAN^}b$rtaq#~CmXgdL*2};>s
zI1A##oi9oZM;H+&i6DR&1Qi6#<gn8eD0jx5uou*WC6w^PDlt%i4HZa_mnPQ0Wx%r)
znI+N~zzXmQ=P}Ux8sNF<)%72s5>OOqq}ON02`Nb8uV9J-Q7o-^{ws!3ko-pvL0)LZ
zpo-~hzJWgl30#2(kp?I^^b34S5XNySARX2q9MBO%fX>}EwE2%1FqeoTK_U~S7Ds?Q
zq=h?pFM=`LODhe8*MT;s1F(A(D{}EbCVslP+Tq~6L@EuCuA&cw#1;%Xpb<zJAnM5#
zzO}#bJ%m4XGAr%@PHMUc%6Nbf0g-^$y#ph?YEKWn4p>eIB)0cbdto}5P}Q<a0e<l#
z1S!Rcq-V`Pp*-mVQoZ}~H4q}dF)#^#33Qo32s8)PCrUzpWwj6*L(MzHvy)(QUa(IC
zncdXQ&j-o>N$xkDCtb*JfH5G0mw_K0hn)&5>xh`x0Y%2ldkMwevkufL1;pR@XY~R2
z3Ij4o5Qt+6kPgM}RSj+{?9u8kXAs3?-2_j5`zAmKLFksdry)>w0LFlDask0Baf|^!
z@_`@w#|}F=e<c@4e*l4dn)`x82>t_AtV9z5X8uhgIGD(rF;vqN>w6#>z_bxA0aI29
zz~V15@VyE|5Yy(&7I5}-@x3Ip2TWS!Wi5YNSRnlL8#hSz-HE0uC1<0A0e?g>@IQCA
zH7y=n{dw=eti1CA3MT5jA5Hr>yzcCL2dubHe6J~NzXq)E@jWAmoN;NQ@#U9!U+VI!
z<V-vU7<YK#l!W4b&;cYH-^qm&*2NN#x}SgocIf-c#2h4f&xRCanram&4Ev{CK(z1A
zuejMCEk<-AC!ase1j)5=095KkIv||gM~LF^?WZ)~sNOLxKOm^{^O!&dIN0(9RlNrd
z@{YJzy1Wf-*1lwEMiLtnTl@2#__xXQZ>Qb=#$i`T_}@2_8ZF0brbj}RRi5-;=|xg)
z-GJ51T#%owykC_(Mmla4qX?&Vz4qrB6u|v|GM)OLJHO9?{x;M3pD+J(WC>*JKcX`Z
zBvXZ~#``}f(_bU@|J-0A2Gjr5(UA}zFxUMz&3Gq_D>jq~LxxruQt<4;8R>FXEDfuV
z&O5@|&<d6mVn`e`vi813ocf<I?L2O}YNZR6t~xmwX!5&QPHeiQD@8K7<-90xUh>J~
zn0LMuXzvzR=R3YNU7VUF*qri~G+ivN2O;zMUG6)a4w<Kqzjg0vy7WD00fs3CMwf2+
z2L)eU7%=0AUb)$pYmQVqZRjio+>6SbDXU6Vz-MJTbTgU`r@jl6JJSeBeqaY?1sl?I
z_bN%~v`-VznMFQ{9GL<dQlo`x++?tpvprmznpi(263vRMeVN?Z06elBHZ$6&Uz6X7
zoJ;L4NC@{N1#U7z!{K#(N5$8Hqla%A5!gZ)^@9RxEX{z9sm@aoXgcdiGPQvn^^=rl
zI2<9;3hYNp8NpVi)E#K2ozp=pso-a0n5fp&?w&@|!1h>me$FB1y(koeY9HP)VGi`T
zr*j>nKvR_!H<_plP8{NnISRo|jm@nW*wLK0V^CGWeSFs-uPVJ0xvI?xY=iZkVK5iq
zPWV7<*bFmNhV$VPpZkFy7`yTapdFo50=83#53tg}2RNaEaf6H9Vi1m?zS~U*?=|s#
z0em=Wv}O=S;KCS%@D5mRv}t7t_;EK9h^jcyRWE^-iuywx#DRZR6t|f`!+Lu4fF3A`
z9~z!H17Z>zlez<;1BPccyu1)$caj3|kl;%P#xoy|0|IC?-3KD+%>_i~uIeTn;b0d6
z0VXN62e3wY5Ku%sFKvMB_C-f*SXw6aUG*6tB38gcg#4J);%PNN9~4ByvcHpQr3i=!
z*!tGK1f#ysGC>Oms<jbR8ouR;pa4H$IbdsoI|xq6lXK<Xu>(%Phw_Ij>tNjApyRx|
zhD7e3H-Kf6IzPdNr-UIqTM*K8s0SLDdyOt??9iW#Kp<S=4r2z-I91d!RDg-bt008N
z2!7cESKFjOF7QK>5ssE~hj%(LV2(l&yz%S@P8)Te^3JxI#Ry9G1KL1mdyWXf7Va1E
z23Uda%2G>V+YW}3+r|r-cmz@*{8cA1O@y&MtPv#Fq1*S@sCDt_#R$tp5N9SaFen$@
z3eLVja;Qoq*g3HPes+O=a>C(tAO``Pr>FqqKeaui02~J?|1&-SqHwXFjF6HJ0oVuh
z2%P2IU~C-`+??zv^eqACp}uJ*#{kuGCt+PqDwaDlnw<mSg@P?u323D#*j3knaRYrr
zL=xcE6d~Ns35?m#=+wRhhIR;$YB}XrSO6>8I<&ykoTnleFJ%6gz;=W{6)<x4qClIr
zC68agbjV8xcWN{P4tni`U;_@>1ggNr3#|t*m=>V^WKIX{?(Mt!#y~bK0PSN(RHx0#
zI!K-cp`U3Aq&OHuz<vOn9Ym4>Lyif+&J;L~2k;zNO2Ah1ZZ8EKk$PzeLIaf|Eyf|U
z80>!8%7L-zFA7fbgL!5N`Y8&TW~})IV~5C3lbw5_!-4Za929ItVF)Ovlfq|=0gIwK
zHMSf)y}^{^h1`fS2KrQ0QHI2%;$LNKvV#ruvS1lJP<Y%vv;lf)fNCJ^b}7Jv$L3;O
zQZXX#2<*i`VqS=WXX0@XgNm4XM5uTn`BlJ~_%3iJ=BpHT2KoNP2Ryfy?D(pKM_|=(
zUlj!)&|q0f0s6-{q7LvtdI%IuVt}%wuWS$%S8b*pI7>J$udJVf)H&w(i`~Fb{bwDh
z2TAG+3|;&_S*e4KYi+MT8adKRYjw<@cfh~>*8I12lJCFqOV0o4C;#*-*8gc@|Nqp)
z{>y%n|F8EM{&PRc3%*P6U+pLPg#`b7{p3W#j68A3kR6XXA2TK@Gv*C-0s#vQN+TGT
z;j@^h&%R#Jp&d}g)qc}^xOIV|2bn(|=<0$NE73M+Z<lvu9@DuXQTMH{yw-~MK23i3
z>cS#`Nq<1{>JFT$=Dx&XC~|^9!;cDgk}!vZ7oEs~CA5abaEO^W;>N5AG2A$T`fmKh
z{FD8XX&16O-?Q|`THDlTJxI%Q-d91_rB7=ISu*_&Pr86tktnie$jtl>4jS&v&zv3B
z?`Un$i5_MmzYvr@uf6=X%GY%M^y%SrxioHB+fJ(V<qWBqq@>eM=8WiJB64?bAFR?X
zv^RZL8dTjm8{}l>Xsdu<pt?UXpFm9jS$_on-0tTTrH4syi^iaSv~O2g3aE``!jw-C
zuK%^V+s~>CIZ&`)kG|pq2ee-=3z&EWC)5{m3x`qPO?<Alt-cgcM9uK93)w;tkY`9F
zN?#$N$$;55W?};CaViBi%5Fa?$eE?wZK#ai-h)*W^o4Gqg$!JF2A0BR(jx#PXaO6_
z@_;^?0FuHuK}Ka1gIW{|T;p41Cz!f?3NEznLXM$f`0ZYWBXDKetpc<d2sQ^GC%F^(
zjiCF|=}%q5B8E^I6R$-Rbd;V6z%+wx;7x)u4>vehO#`r(uy@6xGKkB=xP>YiFm;(;
zzGlK~19})4Yaj-l^7vR=uCT*TA^L!KOB=w_1whdte$4x&fU?+5<QTwIU{3UASrqD9
z4s1hpInJOVq#4B}oydA!JzzXM2}S8E<p67ffL&8<oz?)b1~9{j@-gsp!UC9j5df3d
zH@UlC>t+sB0X;chT?fB3x<O$mZp&Wa8hyZfJ~ezSCyOOSSlU5j#5mxMlk`v-Q$Qoo
z(lK#Hn1JCWRqT&NU5`b;h_42?CIShpvj&1_I0tAq2R(L>$4A7<kd`F|bwPDMb|V50
zv{?m27-%M}K@)%8BTL+XPWuA@sy>3D#B8m09()4M9qX1|fZuLLL~t-RIomUUIa7}#
z64E-6J-cR|r^%?&ie*fPsYL;sdty=V01+F63WLxBM2ZoG1P<;|1I7;mjRpx|nbC*_
zK$dtA>=@KLYX5;AfK}y;#<CpXkp24_0Fu3f%3Dw%brM0`1rfI0252(e`<I`9uY<!P
zfTBbu%wV9awgrd^{sT`vg(AoYifjO|6YOD_xb)t<j>_@X1pPOaq+CD}tjBf~`g8)!
zaU$h{^8*Ti3F2Rp`i`@>g+aF1xBxaV#h^0u^e_N~21kvyUOu(Ih;=P-24JGz=f^r`
z&aN;N&vGCFAZNCOBM_@AKzHs5A1q_2;TNb?17Cjf3a}5D{oHZ*|40@_t$@F<BG#<A
z@yBk8|8KA1{nkw(UPk^e)_)Q3HL-uwIAL72$N++iE-PMs*tBeoeS{r!tTAR{JDz6N
z)OdC=AbiCIyfTL8FQjy(<Sa!X`lVM0pxt*y;MWTPn}DRZ17@_q^tk%vj1N7unc{D+
zi&e*@UI*T30+?>M0g$L!%N+Rhb3O3zlo)g$m;~@A{4UCgQJ5}_+O-{c4Qd=LFPY81
zzYtaFxwHaQ%ZC6r{&Vm2$6Llq&U3(Y5tIfz()WK;)c-@(KSx~umVo@`MRm*>&k~2|
zmnbF#;J?t{=<EZg5dA<s{RbC*-J0&~!(_lr1M>YJGh8PcxEIS$noKKhw?+d9i~lqH
z|2C`xzDz432pIV{{r^w`_zPIa^0yZne^d95x!-?-l>ov28DUEpg?9js@2`UCZ`Wz%
z|L64o+Z&_*>UB^)Q4tZKx%>HUKQFxiuOL6)-(Ji0(DTyOouIhd_U7MDLrxYxL$L@6
zq`<&<U}lqm*-LN4z#4Irj{(_)^6p(#K}Cv}VYkhRws@6gU-4G6aEZ3RsDfoVz5J#!
zts`mIXE#7-thpeNLFzOj@_G)_@KkHZ_wh-B_<Y0s&RHWe8j>9WDv^G0F<EcEl%ET2
z^C>n`VN=DF<&J7~G4g2{(WqdJu%~sBNj>sZ9@5~}$~M<l;UK)&;1UH%*vh7(=&<SR
z>czm$2Fe#l<FRVH<q|#bfra<4ko4~x&Q6U&4^%$jn}45ATD||0;>Z2VQY3r>-t_l%
z4GxPg{^z?Y>Jvy<byMSl!ZynTXT;`X^~XmSTN+g21ybvL%>+`YQ&k#UB~Y~%!hotB
zD{qgEIy}>3np!-K^1Y~o5}M-M_v4YNlTn-9QCg%DBE-kDW&ATnkaSTg8P&;TnnjUj
zP?r?$TsK#d%AvaxmhLppp`D=oiUp1ONgh+Fq*d*ACR@>ofB?^&*CKse&voz09>C%B
zfxM%A%1@}rOhnUheC|oj$iCI49I}!}XZ(5{Rpqr2G=Tah{LVc&qRIRG1>f@1hvfOD
zD9FNnr5?$!Zs%VJ6$cB{ra6b2a=pH1J$^-$D2bB@Z!SH|f|d?Du>DZ+&AGAcR6&A?
z@<_*jkG6aI0Y2#oO%-RC_i<Gzi}Z31l%)j^8LJf%d6yP{(k4SjhPLwaa$qyLy*b~O
zMd2)M_4G3+$D0|+uYuo{j}yO22gAR*GG7s$646b(O-x=;w|kZNef(oi>W%gCJYxs`
z%$~GV+PLn!PI-MBg~5sjnEn`17-g+q_$it%_nt6qMOLVu#O#&FzNMCXuATrZnEg6P
zLQMWPYh+!2O=|c;;mDu^m4;u=)q^bj6M;qgjUz*ODYZ1sGVyb#7R?IQiN~jIYGpTq
zIRqYkwq7F?A8`}AWG^Npx$WcoV1)GPvy7y*w-+}$BUAfcQ1f{+$EtXJ7TeT$HND&`
zxb)(INF2v>F8^B>$-dVrB+%!qN=qKzx~zD`olM#E2~=T`DGR&RMBcLWEFIMM_wzR%
zyNr356=m*J@;yk*&t`!y3g_1x)?B#{yrF}#q^cf{lK2mpg_Y#nSd+uUF$bidxc|_c
zA~VxH(o2|#f9eZ=AjZ$1dF#b}S@hN>H5C)tft5}BqPf@)@yEvY{tg$K)YT4+DNE?C
zA94dwhHsKlf4`Qen5*9u4~xsozwPCOx<I%~!OM1es|rt7RkO}0V5EZc0kuFBrOG19
zicmVeX^E~|Flsg7GzFERokJyI_5Hq!B)dTYdj<-f_;8+s^^U=Z>R$sK<sT_3>UUGx
z1iwrCKz9QlN9p-3#&<+SAMdA>F7uz0XIg!_*3zUL7wC?0o4V(T#Klt*wn^KJsCK!V
zYMol|>!r4FZ;@k+x4tK@B@x@SgSSSN^Q_UZo?UefHcrg>u>gO?*G2olO)uK;o=Riw
z4~m*7pW~@%7E8(ba(ILAz~zsr<NBTRsfzuN%d_?UbCaBB1G1LqE1xq>=%hU@L+XpK
zyMHz+Lp{@L^+kJ>MzgOi`o0%3uHhm6=;QX6n@?`gFhsSwb!?q`M^hrVJ#USA!#6C-
z60L;Mvi4;~K{*_iA&1$v_ca>I{J@Cv{+@uM5`jo#SV)|!Zf@bZQJ~CfF{gYH?~h>Z
zo)CUM)qD>&S*u3o1*E9V+aI6Cque5wbG^x=05>VH)MI1TGyA5vZKLlHA72*r=4Ir#
zv}4~+XH$aKiWX06R{nv}1&*Xram{-1<jYHjqGx*)x5`T0+CBR7G#HA$Tktd%a_v50
zjncXGmFz3E#fUX2aqw~y(Mf>mq=|NdvnB2)rVNJHOyc>sQVUT_KbwZGkQ{GhiR4$}
zOOTq;u=9QGvgRwdqH-osNY{=FC+2v-ywn|QvoTEY>8$~|WE6$9`^X?iV}{E$s#hs0
zC61)7MAyq(w|N;C)(<7sqBx9}7;yGxZ4^$bH0mK3#Usy@gq1Li>iw!u_nJa>1pJ<q
zT^)aa+fu!<dfVtnQ`1R%!j^_hjNp-r@a&UMt?~?0!(;<4b4SDNYQo)=l--xRb1>;f
ziALY6k_lm_+7wbsTf@djeZv_`;dIpVDd+F1HjrV);;|dyZ)ey{Mz+XgZbf4SylTHo
z%DD0<D4Nv%xxU3)R~Zq8oZxpIxj#m1EvE*a3I{V9$An<{_`;v@Em2}6>TJ5*@Lj)b
zJh^tXrAud8;XY7Zq6XK=pwnQHJ~o#)v9N4<-?U6_4|gMJaLvIpUbWf?q1cFze6F>}
zMpBr~v!pAjtu?N5;4bt!wXk97{yGn@Jid15YS_aa)~}E9&#7$!32f3|sYKsm&dnFk
zXIWfu;UbOiB!QNztD18_gOoR+L?JVq{1G*W?Up^7Mczl;96Qqk>6CV~s<icfOkSsx
zAwm7VD%NyOK_*)GUsD_8XPA`WZUw=9iqx#6ZXycLiBc05?;Vh@`e~Zpd2E49KD6i#
z8%WOP^+?p_kfGS4z7fX$!pX+SNg??>uGynIg0W%w!r;?`JX{xYvAhGL2Aa8~$Adiw
zPst$VBvM6wd71@uU!O@8TG|N-eb(AUwXroyPs+(({E_p78MZqzLtDcV_F$29`k6<Z
z$*xAsfQ|U8ly7DeJ~Mcq@8qPulr&jf#<_k;bqxD{!@faLo7lB@-!}#-hpn^jh_%-6
zbWtKaQZv411npitYpeDbJB}M{P!qxk-yxL5a@#_M;xhWGu2hE~lw)bjY}s)A(C*ie
zHH91rk%2GW-TQE|QSyutYkOjn9&6F48Rfw=X2EW(j}L`K$S9fYu9oYjtWxXxk57RA
z^Mt3%ro-9&>9+8#4{~WDez%<IMTFHBBrxr2(C*p0GSLR&GFfC14H5^TXe8IkQwq>e
z#yacObIeZJ+2G9zOno#mvSaYS``E_V!s$hp5yo&uIi`?!2R2>`XQuagN5fIt{>A;w
zr9DBs+S?2c`r?>IDuZ`4Y||vWE|b^%mLxus_m^h{8lM{CuCvo5T2|J`BvSI+!qo|x
zz;n#Em<hmh!OrvFe#uGXpQhBPkixQ}lJ#9#wu{j_$ERxq&5SyTd-!w5@aJRN8TC@J
zl>X-fozqcyX3yxdrHM96AVICRxEe&^J}pn;Cm7Ai-(N=}T3Nz)V@7@hc5O3>hs}fl
z7R|QGpu@p2V!@3q;7=o<v%&m=pN`RmJI_A4$>dqCdj{8&4)ePlcf91R#wLVv&5F+b
znz}mqh60-09u6o}q^y1+@Bak1#_o5=CdX7aI6f{VKaRC(v}O~Cb_tY9-CP$HN#1US
z=XaV)`|(_784`qA7VBY(bx|edXhHI)vo<D7C)}*+RAz}S#=K?%J9%TC$C8}hzDBo8
z-H9##wnfH$zbZkdAeV{U@r@zIO_SCJt#Kl~9tt#9Dt`S)iZ-MNJmdTUmrL#OwKqC;
zku<-!Nj!J?Qg85zrZLI)W~=OtLNt=;hfQ+Sca<XXCvuGOTfMd~t_GD}>%uQuBvO@3
zq#~Z22d9X4M?!059nxgeB;FFzbcvF(f7TT0XEsPk|5Q@cmnJ|lgE7|JhDVIPNJ0HQ
zWWN?&lwUL2Xo_L>R?I$<_2QlKPW^)0y%-&6Nfo^}l)rZM7BRioi*!S|6^Q#tGed?{
zlA=4IN^)NmmzO>=Mx9l<v{sq#d7+#dGyC{hEcW75gwlQW`KLQ~EbT4Vju=@q>7<A*
z+6}kY3eEDBhF^ax=O?p3sy6Y0GsVxPO2sw$o8#iQu&%KUU)|X}W}gTp9zDg#=YMSY
zKvp|~M1LZegm~~ikzk^E@ky+TM?|`%iH~vG4KH~Nju(%p#==@AC5E1R@qaR*iNTD`
zmSrGx=IqR1r@WaHNvA*`IbXT*&QEyRUzE6j_4vnTy_3nj|E%WQnYnFloBKU%b`?Up
zuSq_sJPcG8^jYJqx~O#3^rpCI`5wMgy+eB%dN}_~bHkmSy77*an*xdbPz`15T<U$_
zSLGeU4pUB_AJUa)mYH$Yo4|_MP&n5I0@J8p3g|Suy+7^}9@2l={Jy@{us|{~{#KFU
zz0wXzTavlpcdoSX7Ud~oG%7vAVowKMyeJ0@0qnlo2dex^Ig#TvvEzx8qA?$zkAC^M
zfHHd=ThnnX`-N?^m|I|I9oJ$Ziu;pK7KLk)Xc8p-xk$YZBDC+yCSeIebvrEdS38#l
zVqyZPMXYg-F7J$vMq$O6p|BqzD6^>}S5rb&mt^1ai{H>xzSPQe5dU!=qaVt;zGeIj
zFDUi#hv5nFhLUgIF^y4LO)ACSY4pa-4?ioupiH+7Sq%J!RK3p`_;RM**5ykw>wKZY
z^7Gb=im!WIukyQW9g89y!@elXQ?1)CRMb~8>?Ov%D>-5@&U1h5Mrtsn^6tjrbES_g
zAJv}>d^a+nN-b{E_OHn(%$$2jRi0kPTP@l8fXBuCT9GTnoB-bTJotMx56cXJ00rEB
zpe)#jjGs|MJ))Azco-I%uaX+g<Z5H9d&8+1OKkSm81dIT`OGy`&$Ru8Yj4)1?pB@D
zCsT9PQ=zBG&3>_zm_>>&A(<_}J7F)th#Q05Wq+Nd{Khi65R0TUo-{aLQkje6)BO2|
z($Nw0K-U9RHb`A^ZvFQegVm^@`3Aqu^e59+En)RJj<fu!{yc6^M7Ry?`wwdOTH{-b
zp1KzJ=M>b9lND?nk7G8$d4r_~{C!pnA>P*=pIWGO<b?=6m;J=NTAi4ge6k#z@Yukb
zs{P>LZK=e3ay~Ieks95G?aW16<8`gW^xW>MP**19$=i(Lr!smkmWgtWob{f@X?x(<
zJz}^U%`tE%D8)(Volt6aXIQysx&CdU_qe9n^hgVBhUani@u$x%zD9kQF@O0??K`$7
z%I)5TzM_npt}uugh53W8DfZ}JYS>$cb3BwRBV*O}R3Zf;y!4<wMUjhp0cp|sOQOlI
z*$k;Gdn1Cm*@l_gZ>8K)-w)zlxanEtStW37;&?4L<k3rtzz}kk3RyPR)t*;jonqg0
zzcsgF9SFOyZ;zQ4zIqgLUU=QjQw&pT^>n**=d_dU^VD=hF?aiJp>Cw5f28^RowCwr
z`XzQk&t~=Q9k`s><_+o!eIW1$($CnZqwb~U>%|z6g%{*S50T?+MHGzpW@1^n!Kp1M
z3)s*3Nh5;j6cyhlwLu6VLW=})%#1Gz&Qk=vG)pugF_E`R*&uP^IK_8Eh{bMOcDvFp
zIZ?4{62Btj|KvTRIp)>sHPO|cj=f5qF2Z(WosKV1S(QDZXm@N-uAH-r?L=*8M~(9y
zpU;?pZH2v{VV)7awV^Zl=A3HrtV8Kqi0W;MZYP`BPL?yf2qfZdwIa0S2LWI7s)zNn
zlHM=`Ti<?qi|(B6)T<9VBD0X1OSv?vdlsg&@Ix!(bK{j#M$}@Anz{0T|KWSBl%irv
ziTf^FgQp|hmmWEXG9`J<c2$WuX`B(_b<7>v{44(T<@CNe1+2bTAIE;o`w5@QYq@I}
z=BnJAF*~{v^4i5K6<&82`(Tqz`@&Cis3B9g?3r#E+VerJ(Y_rD>HgEnC-vX&lje67
z5q&gNpPb*EU)#an9&|j~!9NVC{2;|)9vT!A9hJ<+Ikr5YoaUm)5(Q^Aoh0d*W7fiq
zmAG@ityluKBz_{2`NhzWG(;~{SjAM6B)L|Ep1IA<P1Pq|BwaB_8P*+VcT;gcKHPTf
z&gL7<7`l>4x#iGhdG&#~!<*;=8!%giv8ze0vx2;B{-`UzqZQ_xH{o4<*Mx;{a(`%2
zxs&~YRS3e4{G!<Qnl2kDv01^5a`tRJ6=C8bclwg-Y&q9Q$5L#3XdVwU#)^u8*N$lG
zGBRjayWQ&IOEMN`#)T#%g=M?@ztJT&U%z~EJiB@#m3f_>dxpJM^#eI$`*%sJ`G{5h
zqq!RyCevs6<2p(9-VgQc-16!J1XC72j7e_nM$*hGRSTd!A`BE%+etr@Kko2LlYDx8
z!jwH3!h7`T1I2i-LBsR#DP|ubN6nMI`U}YEd_7b(?b%z`&|O{rg~1mV)*r_{d_1PK
zXSfx^j><L_-^G2s6Wa^#rFs=t)T(MNJ6H38>pjg%H2ohi=ek#yEEjPJb!$kHs;>o{
zcteGygCFAyY*`V$4?sb}c}W{8Thz=a$ZMApNhY2ZZrNmXiJ?7F*O9NwV`#U%`Qy`u
z>LJEetT+oi+FmGE8u%0Zw{#gMNn%a5b7xH*vG`w?r;(U##dUWA@xy>^JKV5QYAm^M
zuQ0(NVY0`nJGOh6J<XxADq&))*b>5AqCUMbD$re1SpCT<Vt(84rR_^cy)B)c;hmQb
zp7@0r2SJ;zX^OCq*fH3<?xWlVkVQRtt2X_E2fn3WLu6GfVxyI+z9e9&l5{YH^OK^U
zHh#<(AA6dwQxZj@m2SZGKEtMfn7*~}#+1pBwWIJOIkd3Ff&CbMb`xuCLxocnY&N2|
z_r4Ys<X^Z3-r~FrWGlb(w(Ry3bi>>N$T11B!mDg8-lAx>JaQ`(XW>e++bl^1T_sr9
zS(;jUa%fp)&zuT^Va06>$`aE$hHh`PNnaJv4Yrc!w(D#u-jj4Hek^%%epYk#{7Msd
zn;b?8n;@+Q-Udt0LwE9Isec+;r?R!#)7L@uYVPvW$~AXkpV<?e&w&aM{Uv8Vr;dy~
zz1viDOSC2v<6{ToD~d@Y7*EvPz9%e1U%QC)XEIKHofMz8#jeVs%mqpO#G%5W28%Dz
zFiD;%(tlX*8uJuSubAPb;yuPFJNqK$OGh*t>0<4Zx2Qw%9=U~zkBwdocgVZao5V2P
zd>Y_+3*T-yNzp#^D^qdK0Z$#W-K$D1F`PF{bH?q&-mA8L9`fZ+OrP)#5m?g=?t6&F
zYDC@QzowO{xi{w3bos5t-{Q2J#bEyAqP%|}J(*(PsqRCzU`N8WqYczR4XS!g0y=K9
z-ET_5u5qra$3gU1rmMyYk~Q?)voY3|99>l9n?i2;d-3l1nDdhEI_fp|dGZ*SFwNDq
zZMo>^KDQ`~M@J&Ny$H+dNW&<#cw^D<6&7eO?9r;q<b>f!a1oA|N=whGJ{ydIi>fuk
zI_r^J;pKBet0mi_KFD5EUl4uXyqcVB_NAW{ml8+9+|b<Ut_tSy>d9RuA>H<e)uB0i
zStn8YH}#1Nv+as?p6mIMs_q+iq`gZt?Swttsn8Xl?mH~YdHLy`L5idar9ty`T1ugz
zZ%nb-@tTY5yO7DRT}L*(9N%r)O$0mb8pH&-=lNaOh$Z-2SKYmEni@869R;;@-*gE2
zAE@~U7wx+h=LGp+vE7v0MvkN<Ah5j=6t@(p8*+2#@xCf?$m4rL44B{024xtWBm!AB
zOO2lFF)_^_gkL{#t#N&nc>I7=l7?l!pj7VSL#ec)b8Y0rGfK<sq*pI?l=avrQm`v=
z7jw$DJ<|Ll<An`EU2$A?`H@4+?MF!-jei<{k9^3kHum1{Q5@6Pr~2yEtMWDkOK+f-
zN>Q)zL@mEJGQSId$0l|sx2&_r^;SMik#MM+?;RgoaVDo5^|kTu{$jkI`LAcM^`xZD
zAtgRcCQ|#5VXDVnqLsFv#(&20IO=Ns{ga-Mi~H}VSKV8K&L|H#-kF|1@{%)mV|UOP
z@Yq$05W0VAdsTrhTAcbAC-h4RF-bpkm2u%4V{n01;aTSk>NVyo=7$>P2{)F<q28QE
zt)oWbZy6maLtl<hISIA9$RVwu?TR^#j8x(omZXxWW>`4thcMrI5Za*ob__}$6PG5~
z)0>-?c6W#plc`nNeuVF7aXQ~;$23Uw-SJx+2`bhsp9+s!%lsL0bL853{YJ>rZanbK
z9&QVs#A24flp@%8{<*Ucy%D#SiT}9<=eKvqF;m&_M;ZyKw<~Ut2VhFK_6|N`rg=kv
zMT5+N>`7FU!Qyd9@~y>hwHP~Xv+v8@MtJrNjn7^E*UzNME;U#S&*twNnV7tTC^>jO
zIh3(b4JoaytxY)RsnwjZ9CLLk8O5`{v&)K#_uWkaN&!iUi4M4@Dwta-kvFRQ0?RPl
zQ=I`hTGu?M`Nd6+Wkbot$>;019_flZ!-;Du_viDQidYU><&mLsYA)mhG?<n6cZ_Ab
z?O615BR|Z9m+|+hx*JjlcjJo>FraHe39>Zo*a?Z3zrAk1RTabA9H|;Z!5BcX%=dCl
z6+YsqvWoTojrKWvIG*eY2j>q9jz__Ke4{Z&oboHTMD<@UL0)O5H~M-<d_QW;@-t58
z*gB=4ZP_$VS2*i;PTxxNF27Qr*IsY$lM_Fauxr8_O}Ar>iioAwQo+j*@$qxA(swi}
z6MiDeR#<%W9i2Y8I^XQB;Gpj#kBC)=T)_mRGg6J9YQqsW$!w_t(JaXvX=@Q`!EB15
z;qVZ$9JO4B&*`J2zEqyUV(-N4Xe%QP875w9Sc|K~G6tg%9*YcgY8j}AxAN<$ORBrj
zG1`QbH9M@`XvfNl`*P3nZBE<_R_M;IQDW4D-nUZ^qWh52{SD<=g7Tz?@m7@m{V$>Z
zD~(@S+rp)z-%_uHgew3qOo+f^XhYG-yn+_v?;kfphdnDK>L$@*u(3;++1plWQ6_nv
zV`*N-E}q=qKKYQcwW@eoefIJdCT$1VWU%;R>&KF>^IzlK^-xE9wp#Y*oxTxZ1Z#Z!
zbPe<J^zQL19;s)ym73c6c2;FGPO`3Ga#!W7BwMRAhZM(mH@^};OH4Ib6BjovN??gP
z$>s4{aAvwGe)PS_)>cB&bON?9PAFDBKTKblHOt)gAn1x=;&vXZN79+UBgEJ7#wtzY
zQG@urX!%a-BOeu?>H(?DCM$33H$G@SGF`DWOyBOI+GEQbTi{(|Myum`F7!sW0ITg-
z`AwXSg8em4s%NsrDZJQuZ?x^k%u_~77OZTcxt_*#&M8UbKYHhm_GHC09;R;}oL#yd
zooCGNOEkF>i5ax_>++7_+Kgn!6i_lb5o-(&CWM91lp{w6uaVl^L6uL_#8Y24WKUMl
zZpoqYV1%mNCmZI*r`JjPs*l6cK}mSTV6QQnhVrbC#LsI5K13DqzG-IOyWhvs-<^R*
z9K(U?-b+sIM*h)wquSypiH&m=*?VvO{am3+Y&V2H60UpPjZkFCh_Wpv`$2n*f_uJ1
zurNX!++9P!u0k+qeB|mqs{~)%hAe3<`FG)J5kfI-26ee+6-%-p-42DG(9-u4v$wB{
zVa^8a-9Hie<k^X|x=3AW+|}Qn_{FL&Uu><rZV!e(aowb}-toijFbQOr?_=nt5Q|uJ
zhHLu-ABi?cgOCUYAy_2A0YshXKV%-7i@5SM6CfjVcFJHsTJwAExr?q%fI>8>NJ{?$
zv*zR)&J<m>Cb5TMacp}WgLY)bXuktQFm@14V+d;0r07uV!R9EzX`{wo*U=+xI{CDF
zAxDa#uNfBSLMXLCs?L$JxLh*(Y<WumgGcC$Jw|~(FNfa?+hi1d3u55!EsM>)3$(oq
z&o>*pO$GTX-NNoSrp;B^co*&7_`Z2wT^FuEMY<A;7xd%c#lDO5tM*=hYN-d0(nT#B
zi-TL7_N^ER-zr*Z>!xZH2${)Mh2IeV;URuOEZONl|31<G^S<1=NFOY}<@UKl2Dk07
zW~t2bO_G}|Yae9;iBxSrhKoJhekZ=O?P|3*B{tK1;jJVaiy}{8xz<I0zDRs|fW-6s
z3GxKJ0an>F@ANh3*fR?>ckIEZ4eL$%rsAYBgNpsdGIvR;l(rx)MU^isG<utjNPBnp
zaMKK)5vCZ|fBI~`uq0|8h;4;cbQSubkAqcMn@qBY-*jW(RdM%V9@)2Qp_P-yH!~k6
zdQVCpScd1xVJV=LrO&>JKKXXpx)P#;*?XPpM#vkcLdc?p#F^y&mnb~?PrZcxLy555
z%*umd-)fp4n$y^)9_L$a-+r9!9*y7!U2-)9F~8Ce#8oScqdXWRv3KCt&e$w#i=DdD
zsF@*`V)#t&DfOMhm$-$v*e>#0Xv<iIMfZ$7Ua{$@if&Hl-@d@nRV`C{EG9)1tIC&n
zOZ+vx7j|_&+7CW`xt6x*z8ZPA50R$cJ~$Pmw@Z!Jv)d>)ec}_MphL9}TwHMpd~j!r
zbT*M(nS+rT4hD0h6CBf-3WRbBxZV{+AYoLB>RNdbPqm>o%LUS$uJAd9m+$7*Joc^i
z+8;Arg$ZyzK|Yk^<*pGR;&+ZTft@c54>VWQj9(;ei&@@(!sEK;y8LK)J{~i^-n%q?
zlI%rgb-Td+L_Ox?&03r~mwDt3zt<gWM+CuJRAH^x!V>+v`Ix>8t<sb1aR+E3W1%;<
zI*PH9QJ!;{{UBq4*<L5ziYfmv$~_x>$))`)M_DvHPL)32J4JTrfdlITPc$dKa8Un)
z!AOc)g0pK3=5PhpMdE<uFc@Eql6o7VEgy~s-$?fdQnZ`9{|hxh%D*8X43=1FRs=%3
z57$_Bt;0R=x$TQI_?Eh)4{qO<Qmbvw`sEwV{e8ORG@o+RE!uAG9aN%rT3ft{zHX$t
zD)YbxtKx>?^@(j0e|Ss?8;0tB976N{N+Dzz^|iusD&3XBNUcDj`@WTrR_a{N2Oy3^
zyrbY`QC_%3IKZt7%ovX!32;jnhpfJS;HEm<SKK#{4PzwgF|#ld<r#0n#xnW6v%Uv?
z4eq`b@XWI-6Rz6)h`DOlqj8sPY)5Y$%TJtKCQ618Uq<!lyoBB@h-TYn>=MK&U09`n
zdX`LLz3^?30IE${ZxTf!T&T9^pbmRrKOBZMyvF2{9Z8tHri}#|z}zJ~0!nW^o_^0g
z&*vV-Qv#pqQgHJ*4)C1L^>F>%Fn6B2$$ieT+$FeaQm^r#(2c?Z5)Z<fV$JUP*=f@i
z)CgOpR%xq%osHPTtB4dpnayf}>2IEzawkUvG!WpHn4WJZYYI-o1Kp2g`)-b0_|rhw
zqifo-F2!dTtE!I`UpUyTk03<i(Jz;5x!C*LWBq$pFI&)2#d4f%>^OUZycmlibh;47
z*C2G}fvEm&T_h1{kB|u|5&5?7X?dG(yFB9CEg$iX%2oD|J#1Hlp<p<u)<xPw?csK{
zJyPxUN?KHlL~FDN$_<+&uSb%+49h-Q6ZO>8L>acmE1?~h%#s}E;tAKh`hY(ZNTss#
zkc}2H1kA8(RgDym*hK$#yuiyfXh>a|CRk)*c@A)=6)`93A}NZpAN3DW%%CP}%KG#E
z4*z;T<u8Hf-y>u}hVo^YCYlhD<_q`Dt>fLoco{VkRwFcF2rc+&@`n@(4H@~oFpjR4
zuU_KRtU=*ngGSQ^iyv6w8hdTZOs5$Ma7LbKK|2V58G_D<0p@=gi%xdIHxFhSVMA`I
zk$~&7iw-ZYyaWE4Skp4s+_0kS5l7{jKYNt)L38a(jk&pc5tS~dnUBM+IT<x=7;Spx
zgqdE{WEgUd+YQ(Jr!pEAY7HY1qQ=x1?m-<nZX>FskGQ1ITkH7P@u_3NK`nK5IyX4K
z=iKcab^gl9*c`eOlD+~8Ez`lL(~3R}!3#X(aa@Us)vkib3fs5>kIv|P4?1y=w-MH&
z6D|AE9}IsPVeKUVxOLISjEU3D?U7D;&wH<WNx^&2d(wN;d(TUIaevFRy%sfx)#lhR
z@|Ln;bA8zEI5E!sYBJH`**9Za_UkuK{VvxUp2!U@ZcHYQBA62CiLFWX4iL@jMs^N0
zqT&33?2}oI&`1y;y_ZjcQ3y&8cItUpD=DN`k`6=C10f0OYHP1RfF6Mt){z38C{QHA
zh7<qGceMaTao+L$_QBn)$K7&ocJIC1at9oD<$VaU5)_nHaq3}Ed1zB3YIvw6lK8;*
zz!;}uW2doJaE4}LoVGFng#)Q=#G+|4CY_c(93wNu4%3u0H6&{E*8cYnOdm6yo%_DK
zZ*S-3{{R2)Wd}#6bvl$5vl3a%1WOokJcS&EKdFTmjWO_7H74U3khT)Kf$pJ6dhr6h
z0ZYLga6cJi(STeI%n9F91yjTnyekEzMDThn4H&<6t_-zBF}|NlhAGvB<gv7r0OuFY
zalgFJ4P@t@u}&CA*wUd^u~Mnfzg25~(hv_u#E#7Hc@c^i&W&bJ1pNR#czLluue3F~
zes5lmWG;)|3)Vaz{q3t8GfVbT<BwX%u1X>B=mlPYp>mSbUmm2|9=+dCpPf)ysd{c7
z@mS#HDO(MEQ3rK(W7Fc!J{C1n&#~>)%j!1$PWCnGHT7YA2YZ@2t?tryu^NCZ*kFX?
zTNt|m>@UKUxO_&rjg~NDRw`(BSP3aEi6L;E-DV{?chDr7s!W7wOsD9^>27U3kaSbM
z8@Zb}y#0a}X@}5Z(W`4`I42k6s<;lWi#y9ra-VW4jFS&VIHVX@x;TQ1ppP+rKEcfZ
z56fgMUoj4d^MG7yc}bEFLY+`*3TmwxBge+(D~)8yNd>68H3;m7Z1v^~4Ched)o25;
zyD+yAr&g{gtb6?JmpY=q*|Iw+%V^7d25Q?zEZbLHfLB&#>|FAwk&HY(*#07XA`jFP
zAM5gH4J5qgC%33ygVWPuHtdMF?VAZTy498lelcN4Gp=}$psc~GHPwb1>n>s!b%Z!V
z9pT=hhZL9Si%FMsmkbw;!{%Yj2sdndNZqGROfN>5dX*}6B0!4d6_N;&4J1z9(N8dH
zr#h%^QIl2bE;Sxo)UvI!&lM?_48i@*McXVALLE-ddo8mZadj|fx?Bbq2xbJ8M~0=5
zOYcb6M+ecO%UAC`80>g=$F}R#U$03$w{J^78o!FR-u^SHAOD7QS^A!|L;Bz-%9uqo
zO78;8fK>r!rNlTZ6+0}tyh>|WrQ$R){iK9BP-&|OEgz%Ln4A+WBqC)?ufv)kYbG`I
znGj=g0>Kb5dhs%|t+lg2;Zt&_L3QIkJ|2f+ifgs=xFSJt3wDLG8u2(R4$4-IxrmhN
zxj+m03sIJYAPXt>e<>Wr*d3A-psou4(|ttldh?$2z-SGei!MBw;mfIb0gc|c^7hwX
zKi9mF8lSv)vHpOh$j}2%^LFyI-y7ZBGuZKJX<80OU^}H&Y8pE3!V0jZ$R_3|kmV%4
z#<<S)EWajj*w9&ePBVapy#s0eflH-dphSgD=_*$c1I9>l#5O97W>5ho2BsdZ7gMz%
zgH{_Nw26$~jfH|_aapfkmD^if%;_<jp`CP)7HNteLN`S*p)JwZ%Mor&OL&-2$RpMT
zgC4)Cj_&YG1RSE{ih~F`kmHVjBJN;Y%w(0h!Q5pgs$jv*^1PIPH7~O>vc^V}z@f(Q
zG!uwU#X~^JjEt#}E)-)h5Yn#&Epi|bGAwqR2XNy_7Q9x^c9h2Yw_}3cw;g3zVENBP
z(28nXJti|;v9J|0Mf3ij$<K4eXEYVSn1jbMgVCTf$8D3@M8tE1(GYu@>}K@5)9DlP
z@gj7z`T70Eg3W<p>00E&pCfh@6<mJ(W?oj)^}V~VHJ2{Md-lKbZ0Ta$A8M=HwY+>q
z(U$eT@<U#4_*(<#-~5|K^GnqD7gRcR^NMu(_IuKpV$&!6kCErtG3gIa1|(@`rgit(
zHKo!=1FJUgs;^t^u*>tF^W>jYFU)%uwg~%D)J`X$&FV((l#TE!7bGUiofKHBfn}|%
zbwMI&Qf7yp&Mc2F>{TudXUU=+_n`#%&k51RFis}Ohz!Y0n^emDR4WS)kuH55V?c(^
z{D~M`1b=pFlM7;pw@LK(`G4UjFhApW`WyT${to{K{z<>G%8&dqgi2yfjfauw%xvvU
zoFt*A(bg%D>8EfC&56>}mfCX*WoU(jTt$90QHbYPqdY378dE3>h=tYAP_VXh_>y@A
zFb0lRgA{iBX<u=<twL%ho{s)M@N)3SAAP=IaP0WD#c6goYj@-(l<B9JZRL!tcJa}M
zcD*J0yU|rAg8t0F33T;B-+1Lq{cQ!*_<KLzcxs&?werQm13}Na9nw#hSLEG2)KV55
z@o4pxm4b`x7KCW;q4VE4lI8NsT6YMN!_NSrnJ6s!k9m#?w>(6?x?C-?B3DCITN|lO
z>P^;ms?GXC>W2A-<yY1}rZTxoOJnj7D(vSPS@trnz>*P-nUSU6h#GPEoNOeB%QywH
zN5hX;`ZE%>AZnB13SKbqydWfM341ZWlHbbj<B#)a`1koc{6F|7Jni5Ed<onjd0t@`
z5_v7@q7}UvguU0OT1nIs&BQ*UhoJ5dsGdMT3-5?(*E&(xpli`x(UH0#JS;No4tgEt
zV|-5Er0-K7<%{5}umJM~xG`YODd>KT{ZULAWem600)#s?ndutnwFP7TK0AXLfc#hQ
zV$`}IE#2YN8<Z+#I&e%~KjtvF<Q=Kf6tUf@w?|MNhQ*=1e}5d<`Pq6t-c;GL*a5j1
zq#OmGlx@Q1Ixg#LJOUB@YnLUIF8Zwd;5l($-~I88(r3TF`*v$ZMH)&OJUO!TjXR&$
z?0NWZ?Kx`A{^;EYQ{CIkw>~4}HNDkxU3z%(C|*1xeR5$>`POAQg%z7du0AY<4i|#{
zqyipo*iXf>TJje8JC0bwp$c+2yOv$cog&}h?vsiVvWP9>R+1}Oin0(6+kE&qZtJl<
zu_?8-`6J3Ugs&EpEFfI!q_9?_L`1j>NBA&m#x!6AY1J76W)0WdkWD_)${rFkoHg_r
zh$?`r!C{Zrd<w7^0u7V5m_aF-k-$4Mb2hmZ0Ho(}*MEDzoLD|o@N3CF+mbSAvM@a@
z`2Far^X`<)>=PTR_+`|1^g}e`{TJ0`AKS!v$MJifv(NWxpU-c1cI?=RefHUob9S6$
zhJcUd1%jbTRSYH6Nd}_gov^ViMP)?VT3~D<VyFzJ3Hs02)<1x<F|#)&Ez`6O2}ajx
zRa?O%G-;CpU58o;5@)}25(cu*etfd@=zgE)_x*jpnI~JLO{G#(gXNMMKYrl9=2`EU
zzhC!tDdK{$A}(~W?LvpWkL?xu>>JpP!b|ou!WsKT_M-4Z`_Ea?#<jDZTraa)Sl>+T
zh@wsgd9acyd*Q*WsAM=IjBj7iv(NF`VDM592Tjw~q(Y<v9g2rlU7b=dsFzhMp^9o)
z9aAS&tEeLNI(~sj*F^}XxM`2!<Gy(!>wb7Kfc-xt_(Evmxih%Aed#7lZc|7WbfW{m
zbG$R{Yx>!#KmAo{U9$nVCWc=*cDDA>Y$4U!`W*-l(b(*-ztO#I{4baA#i2@GDV4U5
z&S?*hoIL#1%}2?@O>qLve?I@Q^(NG&k+@@U3Aq^g9!JWG;;YUdHeO==N;u&6-(YDs
z%hEnYImL3Y;sQRJvk)w+5Q?AiI-QLYK{mp{@W~u0xdIGLS&&~LHnLmUQ|xacKCmtw
z8E6!dsEYR*9zyys>@r-FuFI}ZT-LA)jk}Pmiu2dT38VusI3{xy7{B67#Y_(sn6l1A
zODmhfs{Sf=nFnf7t?f&h)?B1)cJnx)3b{}?cOzn+kF<~^GAM-@ynj!(F45=>w3%I1
z*p8dhxowGBNB`Vsfz>N?C}B9@NqA-><hu=tFRUz;hW9*4S(9IEGf!3X{Kq!4ayl9{
zGTjO)aD8%rdZ&L!e5bY}{WbaZ;4$q)n&bK9{5rnhvnF9pCQ}^GvAkBD-*Q#a65;Cn
zE5_H^bSliWq|>`t25QU5Nln|O$ZkcE<B7zO;)j(VG$=K+P<w{uWW^s(wlHKmA`;DE
z$$@pKeL`bWX=YSHlB75sMaO`HbU2c1+}|u~2~y#?WKw}`QWjPp4WsY}hN-}~xrzvb
z3&)iKWxq0^SU}yAKQ#;%vA;wUL>Pp8ui<p)lR6&Lk*E*qSl4q|v+!T89GLMda}~b~
zSN(gY9y}B<O9gX?ItvB4-tuq*q!)M<&6C~*=(?QGCqEP3LI7OKfhij;cF{|1;d+Ln
z$!)PA+&<)biq(#RDpLpB+>9PHzmRfJs0GoPZ2u76X>7<*sBPA<VnqhsUa_V<P&?gM
z`$_FrrP`=c>;=%WUy8eC%jCAxxl$<*@JO?HvOn9>T`ZO8)L`YwD$9x|zq3ZxXMubS
zl=Tdd??gG{-A$gM>~_!Y>_N}#*>7jhW$AI>2@hr%)+hVCGVSxpF*O!dy$nOQ<=XN&
zHWpLc@@+X<mUl(-?r1dcRn?&!>(1p^nqj>@IT};pk34P#vYlclunn{ZGoe&#IYYN)
zd`v9Xknze<*5Z)zIhD5H&H<3?8$mMoQG?^dyApCpt<r!*N<VJUv4O|%B%Z=ne6h3B
z09S-tOyq*mFxK#}fpj!9HsFRT%3d`xDARgi2D%Q!c&1_|4zvH3vZP|71g;AmxX^$z
zCd#KQ7a_tI4ezd_=I8X$XVy!J^Er0)<O#ygAefSiVxNyA68^EE{wqxZhFKZIBdgc9
z1ySIG<eF_*dAY53S?xA@&%L~V?%IpXTSB!v_u5x>Et|Xf@`-L#sO{0$z6e<TZbz~<
ziq;zOcm|b9p~S{o&)jfOfpyU9OQUM-H|v&V+e;;K(^fQ%dwSytdVBs65WWV4HN+SP
z-}D|+&obwPGwQiGHN@`}UiBUqzUi^{c{j7;)N8`H*Ge<Yu9)hMF>FlrvJ5li^SXTu
z4F-_$vb0K##!xI4b`mZTYrr!YE;rI%)+N#^)<XN_#(hzSk)uTs4TvYj^CBslj3ieW
zn*c`v;S{EH7`9b3aZS@*`&}61@}S{>!zKTqRV!*E+DXl#RT0>ga8!>DM#*S2l{A@E
z?pI7s_bVc>1)vAan<C5}r>UxNfdgLXOtH)CRDelCV_KmXX~1c%`(RY5JQY*lGg@j&
z>GO`(M8)G{Ylb@PXad=#o?<V~e`zdVd&d(j9GTnvW`|yD4-LXNE;T5A&)jwNpGZ6p
z(%LgTce0j_iJnp^-i-c$|D1_o=(V*3VfikQa1#%Wtvytat>i388>kJoEzT{{tF|4|
zxNSl@O1)t_?mRBNMV+>tb)J*{M*Us<C-pDqBkHl!Z=pD+K@B)9?@OOMvCWADOp-Tv
z!Oio6$b=c48DypyE5R5HW~yk+khn&7tGnnPai4cv9qs`)cAK|V0t<H2{g9S2N3SLk
zPYT$AIF>Fm|3HMR?EZ>@5Dd6YhJAn=<tDi)?lO0qqqysMBjGWPXyp-DAGpkxshD*y
zn3wqAKpoDaAU<OSP$UP(zm1HvqezntGDY)S<ipvkXw|na?``P|Jh?-bYqt*f4v))y
zP|wG=hOWLh_kOpv5RCuvM^L*@Ye%qIJAo(~X|hbPWx;#~Jk3qp4(Wm++!jb(7!*c@
zN#U+=PoSpY4i@&=#YbRM=I(<%DT*KhS^cRksgwQ`y?rH_NUK+BBd~2t+hcEMwgmh6
zYDZADzF(K2;xgjOJVtin5I2pd!_-M?in>5q2B<M=5|($VdlW^PuE;KaW+t;4*sZ=9
zdL|sTN1#PVV7FBK3VOSC1a`Cj+uRKk+aba9lD{W1M1i<vtlJTu2xF?F_4^J7b0c&s
zbT>pgLgz!cF@!>oUAv>Uj@=A#vt^7V8IC}dRv-WtS}qn2B?h(q+Pp?KYUj0E+Fi4c
zaE~GLgMrb&SYR?R6}T7pBw!-~2K*oczre$gdCErkLgaD;>k$-*w2g;(gU3aFfFI!}
zdCLfYp2z%kTp^bIkL;?CZQ{Jc?|bJve<k+${1JbD+i{#Yb`tVo63B%l5bz)-g_wkz
z&>2$NG$C1olSPz-B2-!s@j9)Ap(zntH?6b-(V_)d2V2)}^p6e#0*0p13Kz5vk7~*a
zs<5-)oe8L&WWUnA?^!xO_dL(<d4$B5;e&66*IyRmpU^YGSYblKScE9dKrP9@ZG8Py
zh57gIDH4*N0{R0q1h=O;AAdo7&@E|U6KVro@Zzhg#58}#cg<>%!@aVrCGP4;ZB4y_
zW7smbDb^U!TNVc^n{S@_)rJi^ovS!^EBAbR$Fk(R&(=j&#kVx?eCG8(*bjd11-Hql
zwEJv<a7%UK7i}xI<xq>=fseV`8wOU#-g^ZB>dgFqL<;IU(!&(I#o0}q$l#ISLTob>
z#q_%oG7O5uwmu~zlQS|`5(?5TPR=ToY+<39nPkxnKFTS~V|IN=&*`K3&3Z~dgAJSy
zv37QXO|c?78)7*&Dm1$ZcACA&e#U;q${E;7!ALueFF~&6F-;F;Z!>9tY$ts6OqQn)
z8wMmB=Q6ylg@y8Fw0kJ2!{eb`32c|b;-(D=?3CCN`L+gi4Xs@FLnx0Xf;16^QOZb~
zM<MoLrlAzUDON3oAkJzv1ph*4aq$8%u`>^OEpLW+Ykg|{Tj~Fv>O8P2T<tTrHu{OR
zLkABG^)6lWDs?^E_EbkMclnFlotCv57b{+TN#v@ii)4TK(XH!eo*uq-<s6?Um&~Wh
zDDc^V-s8N0DY7fSG4x5r=)QfBlp|dayPX|pC)p|X9y`y9m5}s!D(bM2(-lnGaR^88
zG(L|%!!%Hv5v-_%b6b*wg78kz=jn@}IWeN`bcl|E3_*Y?8q?dId6H&fnd4asLmmhT
zAHXq>qR}Rjm^?O-C4r0*Sge#ify`onasfqL1f7kjUIg9tF+~Mv^1KD0NM+NS+}9sI
zz|72R?>CnRmO7a=&0~$-(>sr0ojUh9CaylfszdR*l}pRYd}_I+wrlt03x5U9^#kWd
zfO96~LwC4FE2lP_IA?)JqLZ4PrWo3dk$F%pb`BQE>6ln1kwE<N5aXsv(-i1+wrJXu
zw;Yn5^^6fbC0Se2u8b;)pmIV<^eCs4gpyZl$s-^#FfHfOaiL#?gM3MQ!mB(W7Dpkg
z@>*Enk)se6D`N(NDV*P>mCG%YyJgN%kxT9w#WLvvt%Ot7>(gk9y<V+(l=5ldT&v5U
z^LTn5nXO;~1P>-4TO@FgbS|iUQL&fk!~@}QQ|`Pze7I-&^VHCfyC<ugTALTYF#d9H
z|B<KKs6VT|$wj!xx!z}S!QcOVaC`SgLglZ>etq)t7iTYB_<jFoUe_^T-x*+^23gV1
zxd3O!^%4oih_U#-Os7TKBN$WWK1NIp%H(2+A&I63CHSHQGZHM}5mgpyaq?avRu<Y|
zglxC*NJ3M~bBZ^*Ok)<}1s_G2Y+RLxvCL?dYY35A!)gec^qN$L5o}Rv6G$Y-z%-3{
z1X~pVEKxx5zzWEg`ga35aqQ6X&R5IR4plE=d2n=;qcTr9nmn0(hKh9V{nJR(>$$tX
z%gtv`@B6sYl}+F`+`d=i+kS*Uy}BWB)0|6V=1LkH4(xflwW5CDr)PL21`#5wsJo~X
zz0a9?ElJBh`ysnXCm{wgW(T!r)U?eSv=Y`C{7=s6i|MhnASRc2HugBSJH{Q8jw#1I
z$Gk(VgwZfVZ2B!Sg<y1$rWx$v?4`tjbU-x5I1YO>1^e0k_ZW<r;|#$tQ6>e!?==1g
zD$5&Ox&dMuOyP#PI3LS}oR-PN8*c-M838{<iC<S#QdHWB{5oGJ6eFHEL%2%o`gSOD
zRafO9`i?SbE#C9xmpW_BMD~yE)&8SLKRq-wz9i_cbz1^~^*hL4$Fl2!YC|OA_7We&
zmOsGMK-c2tnv$SZU!XF-`4dE<L~cm5g!~(-M=Q{J^a;1PtMa+Z!<8Sa|5E!=6J6)3
zbJs1Y<!YN&a4VX`N7y6kR4o}uTF2XxHk-F<S)W}S)e`O6n_5CULlknJumXi8_X;)>
z;|+abaeJRv+0pNGQVOJMmC306t;wJYt7Zs2=dNl@*3=k7{{F~>v7ZUqL!l5C67kDm
z=zQp_5EXj2lW#FuLASw7I2+HTcfza?f-h_cx(368qRP+ZY?!}mE+f>Gp*XHtz^j<|
zFe}z-6oBxfDO^>{ABt%QoWd-wEys^n_?h^LK)r%ki}Dxcm{e_9SGg=;4QnK7r?1q$
z?!&JBVXxO_>%4#VtxbD!53g<Ocy4E6%i1mLJFgyF{_-bX!^7R(FYd6;{H%UW>Yd-z
zB+22eT)C%WxiwH9tBmdK)f+;^S}pZb|7gc>`_k3*-`DHotz3^YxVLlPj8DHOxoiI`
zyLRk*IM&<NQoQH~%S%>xc#fAsu092x8bmj^;9)(sa+J{`2?}OvyhDlIj4S5$x?C))
zj4?8dZGNT7raG=VrxK~oVgu441{+T5#^n5vk@}H)+I<2_2MqI*wlOb1(>3G4$>3Cw
z49+4yX8ciq%1`=vdWU#=r{n1?xGY#LlQ&wP-h8Wsz}X;}t-x?rZ=j`OkAW^4!4j!n
zVjO{Y03P|+LQNJ@WcFA{<0xekSw|5`Jho62S9^r%T?8-hk((|gOP5pee|sPwoLKdC
zPj_2gds#4=qwBbep$)Cc4u2?`Q`Ln-jSVeerrGk%J*CdKhjY!P#gRx!3I1Tmo>gzI
z%e_|Vk3<4N(WZua@Y4z~)h@tSj%+B-6^0N8n^$OCtY9}iga5^q6w<6Nrj@B@6_e5_
zDbXlxhx!pGNyV6UwqO<+j~j`oF=Zr-JY;qOvNRyXhsd;G1-IuQEe}Cjd?M=_((`TM
z^M4923bZUMFK=$ShKHFV*YnxCiLw%|aW!?lr97~#IS^>cUXnk&;ZSHIk<t=kO<fos
zeg1rI2%n&C!1EWQcR1yQBBdZ~5~O2vb{(mk!598VcJ;?Zk=^lmGqb-~n3-jN&9FPO
zyRbXEFfh9;2%@VyfUsU6Cn}0Rx+2AL^(PBgk>DxVyPjTcx_D`#Z4)u+H5YS#V47Bu
zYvbjjxi(EsrPu1&UT7Lx(@QCr^t4SQYrk(mI3<L~dvBJ3@2}4f&Ek0$6pp7NU)~lz
zm2dQ9I988Ej|u`BDH!UNk$f@0+I{w{eaueVkAvoG(>Nk99w3u}X+TSg1FXb>Mj+61
z-{V;b5)W>=kI;L8dpz3*H+oCByncrD`6a*Tr;J`U&;`8f=^~(dWw_>FO^4m4%eDov
zEFmn`YM1m|vQpDx>V^&H{`h*s#x>>5P7}ix+IX<6joS<llCeq+a??2f*^`l*xm^9~
z%EWGowH2*v-$FTS*EHi9s)89h4>hhtoVKN%ZRd7)cZxL2a-syZC5msdoC8iYBS}X|
z+Ch>uCwe88p-FR|T-kv@F6Uc-IgH_;%iiG#IYW*-F)zr{PMYDUya{ypmsV@ki2xbD
zqq#dBHyqQBIR_neWWkw^!{MpJ=$If+X}p3+$sdft5K>&QEjSvaEL;%P;c?WwzTt2-
zJQk+HQ@)|$%53FWB~>{!r=T`S8P0he=X@rOMbFHh^q&57B9YJmF<lp(ch_N~Qm8u>
zxP?baFfhrPS?pm?gJES(+&s;wyuzH|ZkiY_VNO6x_QT{MU7mzj1)N3}q2;Em4pS!Q
z^IaN-f>fa%R9RjW-hux8!<X-&w0~1|j;N{&=jGnAdt&uD%jS4YEK60v1U^B?5*7u<
zK{hv=n{VX&N=u7_VHmXU*sRFdTUyFW=r<~y60T7knt2=4$U)R-5+oUNZowkaG=+xD
zQ;sR3V7!2AD;NdQf^*?q9JDX>5yK#aY%BlQRp=d?5bU1+*B-UP6RK%9-2dOty)4X6
zd4&FU-0g3{fBBmPVZ2985-q4zTPrg)40*wKp_;S=DJoE3^UxT0n4fPnwP3_G)|Z#N
z8#PT;6-5wS9c}>JwJA$DPOVMBtO?g_L#!|^kOHo!lMu(mX>krZP4tPI#7;3Q8pH|G
ztch_#;S|3TQ!Xi2ln)eBMj27an9`<<DwKkMR|*fYs!xroNp)Pkq25+a!)jI~lWM0r
zrc&y{>*Hhb>G)inX5+s2rg&#O8#lz^^;c7bc1a^O4DoA+8Yh7STJS5AsZ44#^+k#%
zQXFi?Q@2x3Q${Y;1_vsIliIqdXE5LcA<w{J9xwU<whJBh90@FbK?RbS5%g};i5W26
z<;I}Cu)1B&7ZDF+4RG`dyw~rZ|77?C%6FMsFYN9*S={(e*NC>o>8*|CN~4Kb&(>s*
zsFbT(t^}~7Ys-PU&2~>+EEh>dl<JqM%eMWUM|SnRdiYT5zKgkN8S8FoiA2!dZ}m5>
z-?=__xD=Qn;zL*7dTnFRncVjj&WX=tPgUFmozV!mah>`VaPNIBaz^-(KzcNzM>10-
zo`*)0&cVhYw?w{_&c3)dR_ihePb|>yB)Nfz!lPvh#_a4PWVkEv4XvQwTz{WVx!lY=
zE(gwiv~D@=IN|e)>b#IIGFggDJZ4^j7tEdo?ge^%=5D+qZ4hbCpuuYZ>ZPeAce7Nb
z70esfW#<a!ZA7(pOY*%#>65K$O+&6Q+E5)?-QRaUT2r6n>MN`2*TtyI_8kK~JuhAS
zMs9T#Ong}xI`?{V*VVUkKf}j}M5Yt#fsdNN$-ECvCZFJm(^@G}gtQ`L;?Wv&!9l`g
zKWMVL1~e)|jZ#;rJCs4AkPr4GH9<CA;|7R4l-Db8kNak^by?7e3tk2B2H9bBb)!Nv
z*G=#Uc1%9(oV2~0uvuVnlLg&~wZfu2Gb_p|q7S9}P@KT>Q8#jh?ysmrH2-UaUj4)I
ztMj?Z%xJdn=(#L)D>pa&<4;c_$Dcn#j@0k|H2v|%pMUxxM7AzBOs@t+DTdDZj~4c5
zh7u153B^our6n1IDbP`TiZGUD3al7I7?PBwiUG^}=p=YLHxhnfyCe_scy0sG93evT
zOT7{mlQgMK+AEDncci~aUr1(78kMFc%Hoqyopc@D#d;0Xf<D1tf+LxIHmN!_C$WCk
zGbEKojrpdKRaQb#V?{SA%ZEiZmvp1@yi)An7BjNgJmCn#hS}0VI>N|<1j{WokNz|m
zqUaD+GH3|W^0KM}d$ZJ6puU0I!z+e*m0>Zzy2(KYU3AlhU3<q5zuEhf9Y3gbdSXqv
zf~Hukp_|-%`25>_2kKsWgPPpmb>!;<Gugk54({5S`)+w5pGwI->OoT-)%dlkkAC~X
zmP2<QfHx$GgHVHQPy-)PLHt)+GwdA>ki+ib5Sb~;crwM*Fh3k5B~5m%HWPNgoX2z&
zFmlFaB}vMk5lxhlBn<>nW?=A`77|tfcPeWr94Q+zOrVn*Uozkq+5|ExB!y04M3@r{
zox&I(|8+7=s5*|$!r*c<GYg}80={`7nVf~6P>%ToHaB`TB1(ljR4#kukh^3%Q6ZIW
zM?NCpg?*5hw-bubza149!J@Y+mek9lI$Y{-Mna_y`4Js<mOVla`;w?m0|bLNs&&5z
zr;FXKLvwhs0_&0Pc{Wz9FY!9PiAc`bkch7x-S*Re4&Lf*8~y$Mvu9svJlc>Lq>9@&
z*apr#Ilih;NTt*`+P8Hpvfusw=dW!*zxm|;hwYcM@4mMKvuZU#PzNCY3h`Gh_6mQD
zf0w_;f5hM8|IR<=%?80K+!8(!=o(kEiwtT82kEmaI-vTj$U1@kp{ceRgQ?ip;kO;{
zWO|ulCd-U5bIeo5#4<i6%4~v*apndy&6s@*VkXEvTHaoB#(cwk+f19WM|H}+BOa3U
z3@K-e&$h{kkjG_G#_(DWxY0i|Gg}wsU{2DrI)X%Xxs*=oHWWAvXP9>i6wM26!6i^e
zfpR=DIO(ECOKpyYY#(^gMgOuSXmLklCNmjD^df>*qs=uJGOfGUsTH*xYcH+d7*532
z9Gjm^M`LSh{?B*S$F^~n@%Mf2d>_8pclMp{&W;;@#XdWBVrQw7x(&;%`RGT+8m(=d
zewb#Z&_ZdGlxFS9wnS`8J53@fpr%vRrUPlv30O%fO&6qvQ9k+yEC{iJ1nMLL2-IxV
z#6+1Ehv&}yn1qB9-#zc$>*Vfvp5O2J{T_#rReoW1uJl-2S8G#bMZh8E+J}F9;Ci&S
zyE`5rTRYmU><$5UeukQbiE_Yv&4{(cx~ta3UUZEmPFJ0Z|DlTK1iTj?!T-)swUNk}
zz$=2lXR-}Kq?StaYxr*dMgC>}75<0(HU0+w5B?4>Fucl-@qgxNp0B1*Pqsfhn7x>t
z%g$$SXIYe$vSzk&an!!ZOR$`PfX;r@Q15JTjwz=UqUa;qO^s~Qc4-6Jh&B$3WsMEN
zatcCPo58nCRjuCd^)X&nWvKmi@LZ8vnyCS&;Wgzc?RD)<?QPimzQ%|e)_wz?#b>$(
zjX7i9ph8BQL5x|VA~z(#JDnY`v2NE$Zm<@nyT^UoO(VDD4!d*qvfn-G=G<4wa~3rY
zl@2X}K>@wI2y(_2D%Q|wYXjM0jgZzt31U0406SE&6*Wj^TQP&aEFmbgWlowcuow-*
zsxv5?mL@sYfURi>ID;RH@}Lb2Hbz}~_?0IQ45uHRI(@XgbKCi2`_`rc?U_>tcYW!h
z#_?AldVKrOPQ7$wLtep8eE)@A8|vCZH8pDwckJD=|I=ON>90LgYF}d{wV+({%=V|h
zw{r^~w!F;p2jqQ+f&6H|3{DCl*cF8yq?jt?l3Za|kBfGF#1BdWf`m?klbI#E5re9*
z_tJz5yJpA})66lSrBOUcmSj^tFVD&IG9$~?0sFNV76A{^0*E=t&Qhrrs0uFIlCH@U
z@kKoLL~LoYXe5#M#PZ<OaG?Wd%fH=N=;-I#nRCw`e(u`?t9u<r`KvpZzVq1TXHU*v
z9@$HVyX1`n@CK`vKcIhLPsex6^l@?u5NgtTfb-G9)~XSg3n?SsqU?krIf5Aa@48b_
z+&&-cg@^u;TeR81Kg}Kk#CJ^NV-f3J;%2ZXI3IjBNFxaPgM-1*;CWcy4sud(B1m{C
zhzr51_)jQye?~4=bQQduJtZq6asgx$;J?DmlE0czlppt^Ks5=_z{U6zno89i45QK?
z(hiON5UaiinhIBPR2g#diiC0)R>F*gt*neZe*Vil2G4fx#v59j*OY&*Y<aCX(pyZ|
zl&CkBzH#X3%O~)zT%PLke7u}5v~yQKyJzc`>v*y`2u=zz7+7AQo2d)X1OGIY^~w(A
zs657=@SXNu@%@VBOb*X1A2)kBpAu$OpKpv~6^>(hSy6^L9ztGaWs2iK=?Jbf(iu@C
zXZ&Xnv@c?K*)6IpLqQ8CxmDcfxD(uI&T*5&u-yczC6M)@D`7Dw&WV&bLk7*N93I3I
z_#&Re4m?8!Oc|kh^e(!MXbJV82}Ggsfb=g=v*1$~OMV+#g@VUMR{`m5pk)^qq20hh
zz&-G)j=N^n0cO<-($IXM&E$yB4UeT&+kQ1~tymnxfW!d)_0A^eoxeCH@bhcB<nni$
z%M(iBQ`ChHvZ7j5mu?W<?cU(+=wMc6KK?7!n2BMFL-WfE3=3Jz;7N1OW)Nb#;@cD7
z)EvC9P9<iz&)H`bllz?ejHAxMhS7!_s?*w3iuWZ-$x`ZN;p^(T_}S#yl#oam&bX70
z3z#ECEUHpb48_955K3i=$St^v?izhXvBsQPe)^IYuMNZ5{34$;!U-c0H->qq!t>5l
zGC9U`5OG30KBlRPrm3;o+F?zHNRR27DmZyAm2k#^Bt+5e#uzd2+S+8&5V%y*pivxl
zBpiHgOs6z0l*sXq@Py}4Xa=V*y`I2{8KRoO@F=`F${`btLYW*>=q4h32n`@oKv(g@
zsQw;40)8kL6r|*_s{(8ZC4+KR+{b<6=dBdXqDZ@7{~K@+q|*T%NsCyT`~Sz|)@IHk
z+e4)xbO=gbq19?Ab1eU0WeLUyEkM~_kjH15lTqjIt|V4(z}FHh4gU8RJS*4Z107v@
z`S$Aaom;ER7o{ZFlTN=+^)J1L@AMd*oz=QmhxkS|0<*ERQ)qi+NgyYe2B=n}nn12{
z-~sEQOPcUO^JFT!j_H&8!u#ZX;Uml>!*O9gM|!=z^0shaWJhjWBa_QDvK*IXy|T>Y
zBH?hO*DFV&9#1qnoaK~kmIJCC3pXloCmRjRbUNo{JsiU{rXx5KNsCpa37W>`vdWuI
zTK+)O^;D|P8DYH?;XLpau?qf8HtHZvRe(k_B#Ld~CXsqm#G<I_gJhIUka<EQk|QRe
zhy_YtQ&XyLL?73u^tW|d)Z6q;I;GE&0i>Z6{0(7Hn}E4X<zVK{fF2V@>Za=E>L{?K
zbyi!fwC3j`{7P`JI^yoBG-MA_>toN;N>?nkwzhsEwDwgt+?%FwzS|-0Yh3Gbw{#66
zsntGI%0Fb`9f}>oEqCG0h#154wWXAGEsNR8#Dyy`gW51o7&(0Hp!ZwnJWt`5#vi?c
zBP%-AmLt);Uy^?^8CF9Z%U{@-T$_KRyx6cC+JKHp{&#+%Drup!Q|td*`9wU_-7Roc
zLf}7drTl)E7k78FdTQ-0yr-427$aRCvUxX$7EH5P_ask{12N<&GU@vzLjiO%=}djv
z=~GoDqt<6K?^OV;sOsUgQ%R?t^_)`yft5}pKfv<3S)c6pi(WA&<+f5=5i=T{h?3}6
zf<e@%I0Z`baP=5*42foZ0Ay(ffBuT;8SzYcD9;Q@T*iO29_lJNh#H|h*4(z(wO|u#
z<)amJyI3V;b1YP4$#x_6c-E=_R02+@p@D_uALs7k58zk24?is5102I*hOKDaW?S!C
zHL(0civ__3{L{KMX$Cvq@~tl7u_2@U>b7m$_jd1CRhL*v)1k=b_1nv5<w6Tk^MBbd
z)}W})>-oNW_wI7{F8hRCV1Ww@Ebm=F0z{CdATL1)kYc3ky5a%`WMM%YI$Ed`wbR64
zQXiy`U^0`S)fueDh^B2i8E4v=KGfFI*mRU>txY>JiK(&ED$sK;tD@ByoAyU%yl21f
zo^$T`9_O5I&v#C2v_>=ib8<G@nV7<rm8n<UIQNU%rS*jwk7wJ|My=A~eEKN8o@`g5
zimS1fcpmL;fcIS$N=$9(HabcfGn2<uFip&tnLW&Rxt-ckX20+r{VnsJpiwd*0u}J~
z-l`Tb_Z2`@ho!+F76$+12Mj|7YLHS<2cd$dgK%nw?cmYi0%ZvwqU=x&5zu!ShW6sM
zMn$~YCJCb>1h2O;SG<lFc_;7U>-fDq2mC6&n;+zN@RR&Uys{1v%1b4najpc!Fm`pS
z08@&BxqNfFus~|MDL4M)n{Jb2?H)I{d(hk@PD-tqxLnK?Ft*wD&_7QfA+aqR#M1B^
zmubyEme%H5s+s+TH_mU|H}m3RCOWO9UpfR;)XMH)8ZaX$ISz!JI?R4xew&;EEf%h)
z-U|6Z3oBjZIN=E1;_8*FghAnua9Usmf28i3dn$4|QYwEg<32CrZsu}3dlFVKHmR(U
zvsx*mVViTAUH+WF#Bj;3_*~TsZ42_-$5!TxiPbI46FXjyd#d=@%iqz*)THQC9+;hl
zCah9UC@#@>sKiYwVLQAD00tLNK}^wEb7*Wl6z7t(T-4xaY&rEQE&&hX_laVhTt5t;
z`T<G6dy3F%Q0uNmP8HxLF*P&V^Mciu@?yk+@`C8N><YF#;*-|&tk`UvYxXJ`X9s8u
zrXJx(;8}*gO_PBkuVY5?iKJ(ilfgt*V4u6bp2oBSg(b{UhAOUr5$w?IN@OV)PHoz#
z0qxlV6&X^EsHkeU2^dqDr9a6LM#2WgiKKB-=ZY7Au>A%H9*sd^Vwu5%Cu_uT!Jt@%
z$OQvqIFT&H&FRZMI=o7C*MbO!$*XR+lxxaqwOLAQa`GOVS3f4+gGVaF7Pp1B=+cWz
z(_O3S?zk4WnUBzB6qluycokPtE1u7ZCtQg$cgeb@GoyEsfLdypF?td$Y=RVc))f~s
zpb8rRG6W;|ZMP~>bymmVy%>?~2q)o#$rJICh6{|SA#0R1G)`zW%QSw?kmiC$QH-bu
zi2)=>G-H}~G^ddLp=MU2(Hy5wLn@xDo~g?{7;N;Y`5Y#xj$sIuFVtO>{J4l<T(R8|
zP|WvYW}xb7K~`4MeFRBCxMd1vETiJNY`vaxC7C(Zoll;A1L-US(k_QYpOO9{)yz@S
zD*L$9mCjKz-?w;B?(!qO<w4Ut4??lzxBEGbl;7c?yFG$?C}ze;GkPElN?d8TZ6AV`
zpKs=yMrI`wQ_YF+`L@Iua?$O+kMTIqoS`iGxjppWZ5rP($ri%wpV%zL7D$6XxH|S&
zMlF==i64!pbU1QfBqhfvd4>{dGapD&nJgx1(nIKhlze@q{u%wSexF{U)MI?qM+h7*
z98fX}Ys3LjV>0VQS>6aKwj?&BiEHC1!`YQ#c5R-vLd$?wYm8Qo6YVk8K7O31lpiOq
zBOz9u72hs>bcS)lo|>Svo9%WxqXfIdv(o*0EDChzr}8JJJnr92N!OOgU5GD_TW=1A
z)2WliC#Oyp%zbkgP8aGXq#k1!k{&mBurnF}ZDY>MG1{n2Wa5-@Tv!<P207MpXg*+U
zc{#ZY@@#ppB$Lpe*6vPm6qpzFoSpeNj_k^q*-6Q_vA2@M!QrG5+sT8!oB1g6g_M=d
zH&U2tq9y5zojo&kq;p2IJgO*q`Aq2W_kQ^<NhhY|(M3_qL4NGFU?XfK9;#--5E_|R
z*=F`7_8fav5v!<IoaQ39ca&qQqL7%7AM>&N$Lj6sUkMoqD-bRTmo%G06GPwC*6N~k
zKhke97!0cn9~#e^n!}V~N5V7151QYwY>McL_*>-HqGGI3(L(f@7=O$t!udIfeOW9Q
ze;v0aULF6cZBs%<!uG`2#4Aae_J#JpCO4%-q?}9rdfJw>OX=G(QZtJjrH)zWjv&1M
zsc_{#g)H-b4IBusWyfW=WRKp49M2<o1drhV6+p^dh#W&r(lw3OS0pwL9{4a=n<-Tx
zpcXWtTAkitG=+tmEfJAX*60`zAs!MElkCYUsaUdQI-FVAISa6i%rAI+VPVlCaNz`H
zi_0r2tE!jO)Gl3C_e6a|<C9-(TK?3E<}bPNqZfX7_kwR7d-Et9e(=T~_UXP4pM^u%
zC!;PbsAP?jU?CJiF*Ji4z5-vx)cGaY3A^DhqEU<xqs4=mlf#_uI8Kr*K}oMH`67HX
zC}|O`lH}|k{~d5lBE*4pcH890<SUcIllq`<KI<dk8aGD_00eOcEJ%@{Ru<S3#5u&r
zg18cD;U{vU7J}3aF$Hk~PHG6^6hi42f;fZxx**OXJ{ZI~#192=C47rcHuiV>TD>hk
zalhEu?h|YMUH(2~iKYHPw?E+RTkG!<yE|Jl#WHW7_W?qpLzJcy8~mN?C0?&s)rBLo
z3JRPV1zBQAXQx=dwynLdSFHE-`T`q#YceY<t7^(?(n@_@ed`1L4K3|{f9GnyzvE%~
zL56snBd+Zgy<))Ewzjv=7x1kS`vTrIzIEO}hv;wpbX}nl`tjWPpcPL?3%*6zkF62f
zWxN*r(1oopC?!HEQUS!J-i!RTvV@47P8^?!SeeZCe$JUhaLA)?N;lxwPFR0St`~V#
z_?}xc3kndNkb!*`(j_R{iSK%pZo?h)$@29$Q!lmvY`}gEj;utef*L5tmWDg>;f#H_
zN&wewz`5ITEot4=^1DNxp$)%x;*J9kJ^Ftwf2V|aPZ<#{BH2RnPe9g2qWfg4NH!4>
zm;A8?sdciJ(ilIUkI!=|r2jvW|KHe5c93Gc{Fq{$n@v$%Nb1(gt$)`LCEdH(Bp^#g
z3CRj|3Y=>03soq<xr*b{IKq<6d6ckw>z#GZ^m!cXYcYdXD3oCt>f0;p?UQv|B!N@B
zb3Ru0Si-rwe{o+WP)%KFm~1S`C{Pw>tknw)RWQUGASfWMA$j0)LV|foOl@mT!ULWr
zd64%25fu_Gf>ujg#g)3yitD%(m+6^WdYt1zmEu;>vDJ}rs&%Pt)vBP*eL)s!otZP|
z%$zxslXuR$_x=BWzkmPl8!N<xGe4y}Oph*yuk{4J3_biN^u+K(L#i8(FSye1r%x1z
zRxPS(9@b2l-hl&pu=0cmlKXx6F!+M6z=&={;U>~W5mcTN7+ggR3$!F#Lc6BR2f;9o
zKoT;rn?UNV7IG<!?fMYa%Sky<QDH5P0?L^O2vj*JRIv0k&B_yDd>8ddtqy2#Wje0G
z4X*&DN`++`Ftrqnu*D>g22Y;>hYlK$JQ^zG@o+RmzsYEsj9Q@l$?|_+0r#4|Hs^_a
z1nx!1?$vy^+vlVV+{&MY+PZtlPTyS(lD)wLCY>YNirSAP#O^wEH{jL8AFtLt3iws)
zpP!%nhhyK|t=d`FG(Y;<Y;zDZZN}$?VGj?Q@5XE~PpK6?jI#!t-9wrSmz<6?k2-xc
zR5UN?<0YFLvnE`<nHssxv|>)gYI|kVgv@2r8aE`J?hJ@K*_gbFFF--vFC+vAS4!~e
zH$^X<xLVOsc6!t8t)-o!&ZTLEQJY4NxbRj8S^Y>lpZE6UmDc9qhKk#J_lNF1Zdx(j
z--;bv|KT}BxhV2$SDdg?)G#X`{Jl`st)IfPzVutXD#&hrBvveIu3mFNSg<;Fwq@~W
zS0sfiHy+Bhrl&1k5*fcdvU<UT9RJ_mIq?9+?=kcw@xy#R30`?lbt9r9!#uCLIisp3
z`ex|V|GyyKDjyD`y95vY$1u7zl{{0^e+y!_eZ)VrPcRJRKKO<B<4)9_og@q0bw3N~
zg~$u@xscvsxzV_7QB7ve`NrTW)Om5awZ>O|tmSdlI~iy2lqFYB`MzAYZT*bN*Y9`Q
zFx@_h6MnZoX-izdh41O%TLw&=DpKgmTMW9^z0&kHN$aA0Qy%ZBXl<`;ERV#~gX|}l
z@8Fs04}2k8lXAO!qj|%bNb>SqTV|~O<Jrvg{8!^<Kitjd34S4<9aB42yzv3`(aExc
zk=Cf8YA|toRM;Vwe;@y0_~6&JRu(G!N8Ww=>x;W<uPki%T|0Ald_difa|_Rfz1u9f
z91v~t{YLvi=7+~8Wt<vgx)X8iz>BGI(eW*-E`2&K^V>E@X7S}FSRYu?Qr?z2XYKu^
zvGS2&4-SXk_-e;hqp~0)PC5sA0ydy0aIJvP<MV?`b8DS*ceL)|J?E@zY9tH$BIcuj
zw)}$CpY5RpDDQH3Y)?d}XorJz*(i%0O?bI%iN!^N>>{h3V)98B15`?HNREMt@+1g*
zLXum?Cn%B?$&;an_xgVvgggVPyO`2SN=jtKh><~zG8^p}<su7chGJ<~=_pk;!JUC7
zKN+x=qJcD5CgtK<rZK3wSWc3^1jlyCQK+dribV(FYM`=P7zQMOIFLozTr`6q^x`mC
z>{L$I7+D-Im%spy-#3JBB;+A5m|OUVh$mT?e3W`D?UV<>fnBEX(~~(4+L<FC3Wsnz
zg3z#D@qMP#?(dRkd`AWb{j<o!8{mWX{rMgq&!@5G#ETnq{&p?wz+*?5QYXGo#}>B8
zeobtMPr7(2|1XM%_;YQwo#YopDA+GNGV{)n0>_f;M?cyg3s=UQXYJWEJvwhi)1{Jc
zMVG&8ul;G8<To3BKXzWhrF-;iy4iG~9$OH0hCH7NMD1zo?8{OHN}@w<M0^ewC(pFb
z6&;Bh+^MhITBoT!GgfO(^OW5TP?&b-H>G3iQ|0v?ZA&|hhol?p55(wNZohX+Fs$tR
zu#`>rHfPTjIjpx9hE$C?+dgC<^O^6sk4GH1cI@54L;G`gtusV^Dao64Z+>a@)?D%C
zi4PvSB04KyKX`k>!0Tp9R95TGl$?tp?@u}Wrb83HJ<Sg#a=l0N74(SCdcE^Ph>#C`
zpoDu36bc1=(OT%P;#NGNy8_Os2r8@n>v7e?{N+E6IqFRPLE>3w`!6JtN5pSLQz4At
zkO+Ca$HGA{6mpYa?_?J);QLkhAa5fQvCtPH@V?`qN0`)yM$EB#gi&aF*xHzi;rT3E
zz@&^C^-mIGoky_G?GZE@^3fg2M!Hxkm$F${5>VcR;ew51xU6xJx#();w2@L^apnLD
z-Rz1OlDl~^tc$X-_EIrZWSvIZSisU!z@kf6uMv9Wa`}?&ve;OzA)?mAk`8p610xWU
z7%_s$a0GH0M28exD7(dK=a4)ttyckHVN=A<QZ$uAjm0^T7(@rq32`p6u!v+>X57<s
zv`dUgy9uB6sT9O3k`s^{EvQ2(i%GPRMHe|)3qob0$Py`XAxKVyi3wsOp+s~Ar7rH?
z%QZ=Pa&l5XaR4aocA)1d7*vQD)RV~^8Bk$*gA&(@Cn@!MrPhFB1W@CIN~6THFf~wW
z)qVP~2G7D#8<vSVYAvqKOaX@R7%&nT&}E=kobZanGjNsCfC02540>E;(7XZ&WBLS4
zWdH^p$09aidYr&BwSDMuofc&4l_~?S!Vn)4kcDXt2sU>FP7p?P9#9$$<8^w>y=8DD
zL9!+&wWJm^wV0Winbl%uW@ct)R*RXLnVFfHnVF?k&%Bv=YxZn!&F+4jRe5HBhr5SI
zcvNOtWPSlc>(Ft>ivZiIE9mdwM&s!fLtsDd%>pB`6-^_|q{Oc(f9*{6-k08(tW*?8
z!P49K|Iwe~y%LY95d5Vm94QA|8~JL1<tx?^EYZt^{{62-|4H(aDEjzV_N*zmMJ~MW
zP$D{+-puaL_4|M#jB*&$0#Gx<KlF$M20q=ibVVdfG^}W5P_m|A2Byf7c3Ytu!bgwM
z1Ds)ehQ8x~QmZ3@iqt}faGIgn2C_yf;W9r$N6<pHFxCf9+~L8KJs`t?NG5(zfLk!W
zChQ^W>G}*9QP?>e>QG<Ux!4P9tS?x>frKf*09Gc1p2d?Rd?hkoZ8puh)>B5023}rh
z5CQT#1C{$AcgB?@?ztvD(PrXA2Qv#lzvh+VBjiA!bML3z#>Qqh1joTj(o(i-a|M{F
z>_AJMZDLNkQ2l;z+RaS;ah@<h4&;P#&^tF*5d8$&_omQ#6!<xfs>pGF#qwkmzbZHJ
zI@`sdT_CH7srsy>_ynYC01s8k$jNNzneCVBbGr#7%Zw!hjEn@2EEvk?D`5ah8eS}d
zDJvp~AGHIV77_*)8&gc+JHz^ezrTN@cvz5YkU`juda8Nwg~RwY^RiR%;~TgBvcs{B
zz1&?=!Pn8g;JPZHweRHgp3Bhmq0I2JaPYU<QM4=iX^XAngg#=l<Ho>3D;gs6)YI1(
z+4Xda=j@Q?D2`qlnAe`yL)J;c`}I8!k87nwE#;?|`O1T3M-vh2+B>eR!ID+u?eS9h
zoaPc4*ON!;7bVHk#^i}pL2#S$hjn!Aei)?{@uJT6zbCgdU)ygtnG@NW5^sU>q*HyH
z<1k6ORqc!+WSj5RHqApW8?%b-cPqAZ-XHiyw1-fZULWnOlA}jT8!L~NvOT8=N%bt-
zZehSl2kxHq?cJz<y2Vw1aQNu+{Q&B8>G}l_#D7rEt}E+YQ3_HCN&M)?l>%UT+*3bb
zMpFV(eR7{A>Rf*}skM?kEzK_&p)1>!-`aS$Q3W0Zy|}`}*++AjTeJE|M`k`e>satD
z;^C?2cr6!O$>KQMm4|G-N1x=<WHp>JMvQ|nr*=x9WFNpnt&p$#t!Zx!+XVi7HG0Q7
zTa!J%QB_<~(5kYrhvC3NqxW%prVes7QlU9Ehq$(lt<F;VI0o72pXHFjZeV=rZ8|#0
zwZlHNKvl59^q3ecl!GH}$&f}aEx9_Ma5Bn7<T${imZYgxy1Ic#uBpXipedkR)MwG9
zmLZ+*(}fW+a?+;1BrIawly7ZXy1t-WO%|s=Ri)VK?cQ8>KbBB=Z+}-6s4a7F3Gqeb
zDPUu8SIgERiKi=$)j$yWYN~XK`e$(FRXHpou;I_e?@^4=x?$J#uZGU3REbz2^qRA0
zUUs9!kFBp0Ie8Pt)s>4i^BV~+7GwQzw?3mYP~w@Ze20MWl{B=9x6&LT+8k}J9ps;>
zT?j0JZDnQQZF=wRJcRch{xyc-U7K;on6r+D{CQVF&hg|7{vhfB_Yh({^~Bc2>^yb-
zorRsdZTeb4{`9NXn8oW}O<Wb;NF0k~WsxcOH>1lqV?oCC=U`RbYKqR)>R4!VT0Fz*
z)~S8mEEujnUecQ^R_0frPgsyL=a3iJu`ZR{yZe)UzC<ltB$L`a4b>!?wquO@V(+Mz
ze4dg1N3c>&A>5_TEznOv=f75<I03rio%{5XpLV67aih@f6YS`tj$B7s&&T{(qPn-U
zb*=$-&<?Jis)&izmc%*$WFGa8y5&C+lCO=s)2DjiVR}UYP6o&7ygTmUvQ)P};Kzi{
zsh;;@eU7xXi)X#rwD=38PXeA)TpkLAE8Ka0M5EcjPC;>^b{pCFKyE`P(t>jP+R>w6
z<M9VF%nX<_Jo|De#kUoUbfe?r(ePZ0tQCb~egb>@_f=!9=DSV*5TNx_Dd)2_vB&WU
zLN@t{Bmh)z@0JZJ(1U)Civ+Pv$Vtc`ik;@~C>gmZmxDzuizXvTh6hKX2BR?h;sD9I
zxBRKH#vK480~8$!e{#T2s9vJ7N}dsGl_$gl<|nue8#x_d2T>4x-5;x=|KoS;qNsZT
zBCEdfHE+;P2s`-E4yeH$2AW9ei0iD#L@`N)eve0j0uZ}S^qvqeqtYZS9>^>nVr>o_
zGarbWb<kVD4ras%DSc2g0t<q)QY=EfeSB1|ehEXQfmC@Mmj1>%Yo~%+M1(`k9BsNU
zRdX*=a#(~w?3Q?adU$6^cM6W65%hErvvDkIZ3I%Bon6R$oc1v*d;Dfj^s>#LzQ$TJ
zD|Vc__BwClFP_&oLVYp`c5=-@(Gy?pWT4NGoCko&ao(%|+_gZ~S^E1)HI-maJ3Jhx
zZferLVFiBVdHlRN8<bA}v}=G5T|tQv6Z*_%L~8^oJ27suffUBPXfI+|(!8Gzqz(LN
z{u0L1GO2<rGZ_v%$fi6PWBkjukBIKQp4}<7KaNI)>{iyDF5#AXruLMtSKeVdHH=CU
zugecw<h!)IHM||a6b<O)ZsU3j7)wN3{WgE-kkTVr8Zcqr4MEt?!Kd3yyyzJf)2`OZ
z7zz9mH0|^OKOP~JEdR+`D1cH+$=hWWR3Y=jJqI%dyBo8@kH7{q?+bab8o4vrYTVbH
zlw}*`9m?|>i7<w?QB5%VIFBS^8d0eq#dAljT@((SK$Z|CFJ3TC_ErXBM5-3!qb^G!
zj$j|kt;F9Uo<lGf6N_JD8r%UQLpafac~qk{>~Mz40kt9@`W|Cd%>5YIE!uWGHPYDD
z0;7z#gdbj&!M!)rzWc-uv00)r>Fmh2X}jolZYF%<9qsdncWf6qWV|QQTa!{iBU;FC
z!Rf`o1f?njA-sr6FFIXaYmT1;9?JY5PCrQv&?SKkHhHjZ&QLma@zH69ie{rKI8W{%
z7=p=WKj~UlZgnH@M>TNVp$2*3cpX;LJ>fXa+Gxm}I}?bE-rer_7CYbic=_tGRikx0
z`glc|ZV3)wa~r^#?)AoA(P2YGKo4T6)Z-oQ$qB`s-Shop9UiBMjEcyH#PwNzS{yF3
z{g9o$aqeGcX7v5b!_zv|otc%BxRz9CQ#)R$m<o1|^|-5o;pvg<TU)l-RM9<A$t>)-
zLV#`a*7|~YYCwpa!mqgWmst5zkoi*-gmg&6eFh?+d_<`I%mo_71b6&Lxmx)NB4Bz|
z!m#tl>5+vw(a?~P9s)8c0~8>!f{^6083<WbVM@6j=$csCEmsIwBA~@HGeU}}OtMtk
ziURXmf_X9xW^&LVmY(T}zi^dH`%ml+x{(BpD#AjM1^ACj69_0N@iDOkciU7tMS))!
zXS%h30JSG*bH|nEXQ2ovF|vU`_#*}6y>v71D8m|;!V`xE1t*YICHlL62|wm$X^_1Z
zd<5U!Mu*;Z?tQ<-a|BD^vQ(~OoEuh)u4LGyy!OYZ8&VXAja%-pZ-sL<H7T8rBVlTV
zRuW&GNX2}<DwbY`gOzL^s3BIZB;6QsC|xU$0fTxvwEcW@34=<~xU0K&raQKvM5;x=
zl4oaE*3{G8S<Bnm{d$XM?@hx_b5pZ)cEe7cLS~3#(tx<Q*|TYUc;8i&b|#r>&xyLj
zrP^Yf+xzk9_45klXL(6aPK!MSd7tVuJKTEF9TR!qBeYF1Ef=i#?JsQx*PRJp+-Sk3
zQ(J2t*X*8E^uRhJ72DGF#07@Db<VVAu>-yhH4GSofh41!W~btvt6YiYqncR>DQ+uu
z3@!F;A2fti8yT1O=%(?5EX>gpD^%`mP1z0RX1+`i33!6LufkZV0YJ8NZ9Y8As4)#S
z0Att61l_snI$gyFG<qVWE1y1AT!g^<+c@6dPWh8)vUMM@p=p@Z`gp;vO;}SSp;IY+
zv2k)xOZ;_2PCPu$R=?Zvr_Y!6kZI8ZdzTgD6F}pQ4QrB~9#a&er8pbe)6dTovQ`9)
zw4@|8B5uchIO1go80eghEZiA=Y%YlanTQB3Q@9?l?z&ismSvDowcg`SCPrNIrDd-E
zBwA1)WojB<Or&EqJT7!I6^IIrkwYIBD9x9i{q8>nYUR;!R8~-#=qYwD=<M&_9B*!^
zD&+H#-Mfol43Q>-`JJLCSxaOjZlYKYu25bHea1&|$~uWgR_(6wOI4oki{-#@s8G-&
z99yn%s4|I%?3h{Q(POjgdF15l{Eqt;TX@O5%K5PXiU%B_pt9fnEO=8ypJ6g<xrALn
zFQ@P4t3s-n<ZV<xv@0l<g7h>>L!t~%i7Y4I7O0j-M|o0}JlvW3%om^m>eayO#5MyQ
z2+HzL7$0kYm}{(QzlNb6P}aPJDP6LQqJ>c^ad~Ru&(Nzh$8E0pExBQ4Lo7?7Ho#WF
zf`j@W#wN#AJ<Tb#Sw?(a4aY1wIDYG)T#yM0W<p(H_S!=!(Q=jYyllcNqc#1-oDv7q
zZ-AK`kap<%WGM)FCS7~$J+PiAV>tZYxn>bZBNQeCj|U+YjMD2dzhb6lJnFT7r-VNA
zDMUE(m1{?IL@u}So)%nG?|F<P>s&z{C&HTgV4koq?2TLAI(iVW@sYWBsorirZfxyw
zv^nd2U}a?XEyBM>4lUA%Q4jx`v&1i7atVPbc)31<c{UW$`}Lvp(rN?N%CxKXdpixl
ze>e>~gT}XNB<+~!-agy7U^e{C5+62svU?HjR@W?Ec%)w=>eaWyE0h(M&MA!XMx9Y?
zph?FOh^dadc`PlYgPQ}J`TNeC4(HbJ1!W=z9Rd9N8l;u5vfCPNNXY^xA`zEbiSI}j
z)&nd}*+(p7$*vm7Si&FXybJTOqxy2hG(Ce@O88x>u%*#62tHU45-z@|hGh87_OdLB
zXEjrN9rT6;drd@wDE5p7bq$upgf6DXAlu&^(>NQj9efis9IlL^`qMB<JqjyIHVQEc
zKD|t!i^%ExmTPea^VuLZp2J%A%bAZEtOte1@wp(41+%TZ%$<4Y*H9EiyzS%-4MaMu
zhjtW=@~UgH^qLB6Bj8X9g}hsAbRT21ee9iYK|*Z8F1%ahUb5x6_`y^thXu(a+Y#B(
zXtKkDz^2`0^Xw#Ge=)_7#h$1kjL<?sHCGI(tSCDWPN&dTf;W_^@QPi6K6WQhP)kbv
z&&OwlQ6ehjF6Q|yJnggdW-X8m7|9qMda|W}ict{s>I=_Em@w~bmS6SmxXQgo1k#p|
z<(4F?V~Lg8neoN88pawUUWn?59Z~HU!*60@cg-kvT)S?=Ok$r4^4bwAohZf`eh%lK
z=^rG^p1B<);*|v&Q|m5Bu-(d&9~W*u>4&M^Q$Ch(%As91oJ*dLM4Mt~*OlF<Rt<pn
z{@C*YprJJDt2Ew#o>#>7QJ&+CIvE)r>V0SHtyP?jdv&2pHXlb19<Ym&9Z>Fhhwdo&
zIFP0V89?QCPW=OHtGHj8VFRGWBRB+ww8ZvQ+I%$24`6q46ob`2pVX|YzIWE;X>l-V
zx{;{<Mn-0<roAC)`$BkpBshE?A3DY%R@{&R3Bzf$$r^Zg+S^aoJi{msxhj8;cwFwZ
zF@t<tw2#%gSuZdV=iW3tQDKOSfL>ENQX#%52x_60OC!NyQxj!61sMEw?wg@ib8)ad
z(~x+p-fq6E<Z-AEQCBg)r*cP5hMj)V67XnCeoHy@dXbI#@JPE4lxo@KPk&<$b;WoB
zeEGm#uwuIr@X4n3BLgapV4GSG!5j(Avhxi~w4H*DCtuw~8#id4G2-s+Mq7tRPcH#V
z7`x!46zA44-5r?ey2hTk>xz}frqbaTv&cL9RR<IYj+E|~P<bD^JJ*sVe`f$0xtDMd
zMjv7U#++HLR>E!vJ@DrRo1aFjL<8#+<ugI^4{E)0nOf?Qy8SV~>~x8BC8;oL65F-C
z1Hk~_eazoR@9SUepI^8zWF+t$FdAFWYlfp(Jpio~EsMUtlK1d-+$F@3Ulem?r}LBN
zVYNWryP2LzF!mIOznH5b6aWw#-O{@3!ZPlCP-dLuL<xC7Oz<)_%cya|>kvFowrUl^
zLQxw0^R_vg@zso4<=X6J!l67F@00LOwkNq^KQu5-HA+ppP@ZGqKat4YoS@A-d*`J~
z!x%kPTc4rnd7<k4-+1u^j!EQ?S&Bk<O0nj1ao=CEozg<L=fC%TU<AA%S6Dt}JK@!e
zhCA5tC^9Ujoeez10${^^3LRxTVKdUCk+0|fG68)8l<=44nf3*g$Of}cHdX0Ld}2f~
ztuL3M%;AIsl!XH_?nbtObvZ7bL%4w<?Lmg#`8nCjher!g>6gZfg%Rmz1P3HSQr=3l
zPK#JVf&t2Odh2|mDV(%|d@5Hms$HOrrf8&CEM5TP9lWXQkc^cBlZgHi>6SNR!W@LI
zSo)}ZwjkV~Y8e$!Dj=ByU&XB#kxUR5YxO+tFz3wlQ7X-(HjXm0Y<Y>IPjx}1XW{&2
zb>o$^-N8nP1ascn`a8n0(K$@GXoYMLzXtLm_7Sp{*jzj_y=XYKSS(jK71zv<_@%>3
zJ2QslL~El-L4_PmtFK91g(yX94iz3>ZW!a1Nz6STXttgh?=<rD5o}`9XbTYUF!F^P
zVYTC;v!0<>_DXik74I_gtrG03AWuUt6|9%FQ{I_fzR(<pSw=k{@}UurNP`xy=C^Br
z0W1=qC7>xhtcis9`l2y^%X~7N0b*XJ1RI(aRC2Ok=zQ`oL?#7)V@?-3V)Q(h1#7hZ
zT&df&t?{q1%kj>_)7dNquC?OBQrC6(T|>IuT2@niAVFiaI0LpgLm~PJlwnE=#Bi#3
zp+-K|HA2NkNi)iQTQ|{hG=keKsdY3GG~*zd=<}Y^^4(_4AvU()a69;<19~TsYUNN}
z#n3%wLx3~!pCpNxljK626_nem1rbz+Xf)&)$rNeLr51as2ys8mcwxtX8kAJQeu8yH
zpMIEuc&c1jgLa^<BDj&<3m-R3+vm{bz~>}Po94vx`||_wOY-aH#K`z_gMR{gfOZ0E
z`%HC{Y*SrBEdyl!py&qLhOt2;1!VC#>o(l}VFNP^VC*A{+rTj;LbpMYlf+MR|MOZ|
z2hs)X`{|&k77yw&zd^?gmEZk-&W>3s${~)SD)IfPxQk?V35_y|%rnC1xqNEUK=aZa
z_qdL8?BXTyqw{<_I0Em}fPK19L@_;O@o~0F2Ry;K$O<g1y|#?L&08@MJAyGdb5P45
zQr9pO+k|YXYJA5|sT@{{F^uV@*?o`ANQa-7^XTUSSOqWD7up3c4r--KpH@8|*z|Er
zi`!+^9uoK*gm#I%Mo@ePE3pj%<r}0SO7XK?`g+vvf~!0aIH;e}0v$&eX%dA>#R;O$
z(cnCG)$A&E%<Jh=^X^5_SCw6LY^;b{NksL8bW{@?Gr-CKZS$)OtA<HB@pZpJ@gC0;
z{TMPPb{y;Lm2dga{Xt1nK<36#vr`H~$J<kIScdN4`0D2T{;)v0A}W!>yg@bwzxWj*
zGs^EqZIV^~c-8n*HiLb6o>9t5eF;J}lezT+>Knul*&o8t%D~>i&QRA9_ixf#&kPrW
zfdQ8m_a7-vP6!%dYbysST}wk;8c|U(31JBe0YfVXM>|(}eG_YI3q5OVa|jxF2SZCG
zTvo<^a(`o~8q(u3{KZ%OMp5Ro*Z*#S%k~#SRoFt;*#5ibpM1)Orp6`?xQw*45Hu>H
z|CRZRqx@H;u&$-4g)1)Ue`&-0k2<n{GRS{h?VxXhOCx1%XQ^ueK_h7RPfb+xbj%Pm
zVh*|%ruuwV#ukRS-}3*8<mb0`!BwZCV`jpoVxVQgrK4wL{yxysX+qE_xY~U8@GsY2
zF?Oal4%T)MGy=Ld|78~o9qV7n*MGZ+{=d73U)SF7Z`1#iizIaI9Ry5t?QrQCzI!O|
zsORtxjo){lhJSVc)58Dg#{I`2e7o--n9}yR>hvtE-zphc*}jiVOw72f-wdpDOn=M1
zQ-6txmKK+pmKpai=imI_^I!VQ{eMIM;{T@<T3klPzaz*(PyZkKmi9N#%*=wz@}2%`
z1LL<N|4RRx|69)X-RiGh|H}V8|Dz4Vx7_dgf7E@;U}L4jWuayK2QkzAh2s9t=U>+T
zwSbA`o4$MYj~+6x;Qr-h_?A!4_T4MC@1B3BS--vVxBM^PKls1x`P-I}`MdsKb>D6O
z+QRgG{!5JC`v0l%uh0JJ)BjlTKd0!w?fpxCW&UR*{%79*f0cfF=6{>y5Hvzo`ql=f
zR>rvBGt7$5%HH%}1>ZB#)b79L>OXOg|2^sd`ssgI7Zgk_4eg~2o#m`8b**INB^Ca?
zAkhCi{8`!Pz6Jk3hW~#>>c4{jAChsuMdSWM_W#?+XJTgkXXMk<e$Ny-T3VL>%_;wh
zzW*Ni%uLMxTjc)@xqmz1Kau}GIN{$R|Lw;An~4AG-v1u)O#feu+28fz-{$_GQLbre
zzZd5Jpj@-i{$t7e=dS~VXz02UxPrVgdZ(&yz6J62e6AL6DK8ieuT0}2+>b#(KSJDs
z3MO#aTgDMc*XW93-g-)_0;=6G{Ce`RJvoiR6gAGr=4`oja`r}cdZ`BL21n)T7TD6_
zitp__Yz)Se`x(xgZ(m<+UmurU``$hv05(7eK0t-UCJSO%eu0Xj_Q(LX<-!=~!q#;m
z0N3dL4k^Onn~ifz?2tal0|3=(k%5d7gh7e8?rZ?>`x@$*L^|_169DZ_zW^@XT@T~d
zxe|BA076({eel)-&g?tSGrZw_3Yqt5W&@D0mw=l9eGmwv=~a(+D;Fl`V$*;6_%O!{
zf3)Uvu>+tC{pb#FI1aazqUseg@x<yCDBJYAB2V4~>mCKJ&l(h#yWdkE{-G45ch1aV
zg+bqUKn%dAjpyAL6Sd$?CyfikD@}L&6&kD$b5rJ#lsyWb=&Y$KbuJvN;-lcf98P54
zr?tZYtFp|A-CcMK(&K@Wbnt7;$QEO+hEd`+Vz9_mumv{cqKmN`fRy(KLpNaLB}+1-
z|J2)_+j;zz2KsXPeUajRi!7Dm<{AdprL`W66G!X!Ls+tsYcnlLi(U_b9$&X03s?jk
z^(i>ImC`M>%^`9F;wz#StXc6r$RX_vwj4P`x8*X%G}$J}VRJ(Ho~;(7hXVis_)R1L
z;0o%Iaw))&=(NwUm4uY6^RsT@k=2KMR8};E5v&p<VrnS9fza9h@=Ua<6(PzbWscT-
zfpR6{b0r9bHW75RW|SUYuonF?OT{(G8Yn@L1Jg7Zp|Z8rHY+r{U!Q>FN?aKBD6lr<
zDA~<R)fD92wq)(Psd(VAO3xNM)|wRSJ16Wf5shuxM>;Oki-^t|n^DcKEswEd6q??y
zRBzEDon7)B1vwq$+oR)@ux4sEIUZG=o~q72SPUdfjvfPlan_N0u-~3Zy&48)a#9{n
zgsv+#by6Ab9-Ps6VK5|3-fHSrT4W{HyQr<D4##&;;|;Cl{;6XtF4iUmhuKBGXxRnY
z#2BJZ;-TbPu`6rHPg-gtrQYfyav5)V!EZl|%@2FfeWVu%K3ct1=Wq&l#+=Y#-&o0B
zUAkXEb48oF;&2CRifeKT3V$NeJBV!CB->)8(zw)}bR&$Rxhz(7j51e;XO!=<nIh8t
ztaW^|hrY25KYj20^Sm(b8MDWE`d9;6>=m8O5qAO7d9C3j>^kwJtGAe*8r6Tg>T|YR
z^5reGPL2@?0>z4bGiA!jR&rfH^3g=f9U8r@d~?&kj^-aftZG?c+lE|J6BeYMc+Z&-
zNM4xFa$MD5sUef5;NCc44`Hh$V^n-F7UjTQ`AK?{z}|X!3;vk~jgb~sSG9S?RLaN^
zsB}J5I1G(PedL8NVr`Sbm`Jje;CRZY$w7Ft(OU_^QN+2awYea_rF2*n^+b!KU7M1)
z(*9(AQhKazcvicZe%nVgxh2!SJ5?0FD`_1(e!eznWb2ieO(l;*?Rh1?d$(86sN???
z0?cX}-?ikG>Z$#4cdUC=uXH$;;eX}vyzyfBkaSq_;R)-g<M+Gokl}99#dE!<<rpDm
z<cs@ZE`KUYN{W+?`mXURwxen&064&ry6gJjIUlE$N-Pj{t;Xo-cCz*|SvB$r6=cM(
z0~-@g`_1X@04k7*PLLkbzPX&Q$(<m0La&ZX-0rNRj>Xy17`leJzG>%Wiry&CZ}Cfb
zUOO|#MuIu!I=cuthmZ<o-HPzusF=w91iu3-*c9X^17C^_2S{SrXB=j*&@evTxv3bv
zo=P*PICf$ro66Pakk~LnO@ObEt&ot=EPs6rKV*UMEJ7GDtr$F`DGj({p=k=2XqzMi
zG!ZS<RHArt>mTAXgk-g-gbv>UnCDm$I9K3EW(5-70##{QTFjtsq+SyeGC|!Kk-|-h
z{bN(V`rcmJ6gYd`#XF&Ms0xVyS9-rXQCd~$6q&P`e8ofG7U+OpGOVeZm_^JLu<_s-
zn|>|-%ft`@(<|q<erk_UERbKF%R(@JD0tnB8~q1<ST+o4X(!!1QE0j2sEZ?`_juBi
zcFDhTT%=YH-;qdoCq9(~J1jlzYMT$(usm(QHNmb@Ix53@canjrqx@mgcOSd=X)m}y
z4fER8e6K0`ycFIkGyjC+7;@Udeu*+7KFO?1J#&QM!2ojQvMrkk&)Wz9%r)-}-tH}a
zg06D~{Rn<2WT|H+T*?ZQoCvc|&~lD7wqj@)DofQfn1F3V<r-h6QC(_hk(qNni^oWh
zE#Pq#YFby%Voo!rTTdn_#ddBT8j4))!|5^~-=q-Xp4{r<a6U83*kb8zM|&z2H&e3*
zIV0gZu6uh_>TJ7O6l^L}b^A)Fq?%zn5~3)=eD01r?;x85XR@pFf1*0v&bXYKw1H2G
z1e6$VZ?$j1WUl(&TW&;%(v*vtrg$l<_SKX($~_mCwg;oG?}fsygz*I#xxZaALqZ05
zXP9iGT0XR%ll)7+^ZjSnc{`g$k)2O%B<>Gt9D)6pJvva9TeJut)zj@)f`{S3?%NsS
z)JEBvoSd&*IwcNP4hqb4=8VwnZ1|=*L2BLkIab0~j36@RbiLNWsH0t{b+djV8S4pO
zV9A~z5Iv-#GfustX}^ILe09;S^6@0aaV>jybl@^y4PS{SDp_X7c?I)A2dSD9gY@Cz
zc>#09=m1iX1k#XB!Rt14jFLI8EUy7%zPC1OIZgixY9R0TTgSx|<Oo>4dH<1~TXHkC
zC)x(Umj#eDRRSC|lGiJX{$RpS4q=-wiU(O<k6klLc#RJ(ju#Qujo%A`rUufxB7QEI
z8EO=iPf1RG3*rn%K5mpeiA#DfBAAmBaU_}}mslxZEDsWod~y<|kfBx(2yRwEubLwz
zOT;T=*2`ees+y52tgk|@GhK2zpKnr}mhFe8hCEN0tK87ImBB7sp>V7K7pkV&s#fyb
z3(|~Xm!vd-y?E~3|Ajo->~wthsWVB$fUOp65#*wbG#B@0H7{t>uOGkye&D*rd5Ktj
zxV6X$@PK5<HGbx3Wx3mONqP9E#fi4nyWEYAs9co{`pA5OlgHWn6Ou?d^O+3Z6Dd!>
zrL;P)+P2!BoV~X`I*l1?z>>_7?sp4L>9lf`ZgS8|C?)XX<FO>+@Rb8&*9JvM>(#Kh
zqLWU0{pQhc2Xe>6ER})V@d*`5T+Zq^@f8S`%w8^wLx2+{O72)DXE)6Fyn=_BYH?rJ
zkPFoMKuLQQgzo@alWue5Ze<JQ#hE;cr4UOOM>iy3Upn|p_7zWQ!^!Lr#l%}icng(G
z59S>9+xbf!2oMwTCE!073&&KMgbH>(3h-umTNX2xMh{R1StH*9ZDG9GBIV3NO;a)#
zy~qnBaJJOL!9&p$P<HiR6g*31m2N_9YgSnx`BKFw2-w3>VuUncR?_-ETovq;Ftg}5
z!W?2sr}p#qo_}#U4x|!?j&A4a>DA6|m3O;%x`mlesCaxDwdKI)E98Mfl(Y#oIDa;O
z8KpQkkengjUxJ6;#QAXziuZ;?G>Y94y%_z89pF=Wmy6O9G_#>Q6HpA?EB1SIexG;=
zB^0}Fi;W=E*q!cD=1Q2>1p$>jHp5KO)nl%4C-G92f8OseHgV==i(l-ekxtTSCH!z#
zXzj`6Mqns)x<7Heq|2OFq9{8&L1!>dh+^$bw3g&nNW+L}%dz{6Wvs&mZEL<`5a~!i
zRE|@cv${%~Q)yhI-)i$PnqGq5HqYT=UJ+55wKjkNj&g_3caXN`a3!mn)8;8ZFG5a)
zRbt{n+8)38<1mDAwmk3uK-ZGV_UVPusd8IdygW4Uv7@A&6)K{|L*sBuiUcAL4U;`h
zr26ImvBwq6M^VRZEvm~3!;GTw2g+k8j_qv5ULSr2E$=O>K%~l2<W{#SXSh$wfWTrE
z<<bJn!LIN5anSue4=64jyRU*Xj<AkJY8(faKEz*PIDk?#*tOdqMNfzM7<>fI@-;)C
z0s<Xgh$?h`OaP!EZi4veeMfkrBT++qX=W(DW!%;N0sKVP-gxTF^Bx`<--E;BnEfoq
zr`}vj+L`r(tJUBnlX<Cl5UsO_g}TH2bA%gpX~|q2i=Oc`AN2Q|R`bZR=U4OjRvEP@
zLmA8FTd9P(^`Ce<X4A6Q;+49>J%Oi0Oqg{2Oph8$f8SJjCix5V_<XZ2BaVhO<sR}t
z^VqJf1DGpAmQ<yy^qJbA&|fXCTe-7_i_G@QFz@<io{JZaUTveWj3KDZ?%E0U#K*Nu
z9xj^aN@|WW=j;yd0@<AxN?BxEP&lxPZ;iypL0F8y>XA+l60jXNcQ#W8C$W~0m6bf6
z$Kt>57j5B@mC$$um(CQC@0iqU1u6^3_8yzlAv!f{@!oI<v^lmW{%k-?Tb!N`TUPP#
z7|P>)iWYU<ZLl%ik@mBjv0EVN_vC!NJ!uRAo?0w1kEZgtA;ZZk*fHzazJ#E>4Qu&*
zD$r*aWm0W@z!QwTXu=-pTDp<k++N?@Cp^2jN_-`zH%X`J>05g`8u!hWrizr(#k+@>
z;(7<PI6Cg%y)z6=t`TaaZ>uLOr7%g9k7zEUZ@Tp<$zGC{l(m#36%=LKxF*_M4Nu+K
zceT^&B{ev=)h&hhzx!JJw)nH_CAOT9-I4d;d5e3cukBdzG=?XV=`47rtUjLv3&ZtB
z$Zpeiz(|5I#Z=?mPm;CqdK9x%J4-yI3Y7l%b~HhU!eij9!)61pt~U9*8QeaiOC|yq
zH?szjE@D`s-!`3%;)hOW0Jd_7TES1?Pvkx(w8PwvW^C9yfJEm?H1`(a>H{fXhNfRW
z6~H0@JA6w^)iN$d=L`y9EX#7}YfxRCv&U^G6BXAO%1=5uyIc(IbpaO+Z66;5$EgrJ
zJ?tSqz@$Fz+5X|xaHY7ILq1sZeFiFg$RdF9HvkHKTF((?VsMy2d~jd{0dqPq-o#}(
zv^x3Ma6jjUVY?x@f3g+pU=V;6>7YURBRr#M=pecD3G&0dgMV*O33S>as>b!xxV2)L
z?_sM)X7}B!9WF|d5o6~00ra7Z8_<g?0|Pw`Op}c`-VHH0eP=vf+!6x~xeZ)M>kStO
zwlI$<DAP^JkDbtKwhW-YjiBn7i`=RQayj@hE@8xWMsrGWyR8J_XrK=%(2d27hr&(J
z=2Du`VxS2;Pz}M{Ys3obybaIw0q&5^6*cgSQvb3VC*)Ub25CYYJ|)7U3?b$OeFSaL
zAv!E#NE_*G1z2YeTd6MSe6KT7pQA~D`XCYS@6jJ3IS`J^gDSN2g}w_A)V-F~!0tA<
z6A?dIcIAG4_PgTRa%SvC=Az>WKpo07qR3h-5Mu@r*dR^zg6N&Ia|&|!LB1m5(}LSq
zV^ZAw(&`_(C!`n*Oc@uXUnoaS8>7}its^>@k_{jguMgH|OVlmy8M09T;3GqVYzj1*
zWd+q64a2%;a2-Gt_NR!*vyh^HDae19$nz8xSr?KMo(<`G>ED(c{h%lHhZucwn^izQ
z&*xm~^<w2+`NEb$nCwyP^>l%%xQ>{Hp_xX1+rdrH1u&xpjHiQLl3#?`7UT41x#8y4
z>zCje3`HAzru&qD$TJR0Mlb^3;rL@%p@OmKyWJmDyKpY`h~OS>i2!&ong&FjIktUh
zn;5XS{<}_Ww`Vtd^5Z9iKuFG{jI{}pUm!vb|1#w{yqQEznmn@wshz&?YoCq0)sP=a
zPa3VS9ikwVL?E0W#5^#TDe0fbW0%#$c-+88O)k1PNwhR+Hiq2fMFFy!y14m<KlQRg
zXzToDTjssoyG1Zk-CNtBvloiZKbv;&O0MWQiK0G*jsbwc!1A#v&VN_)sq0w)zzB=<
zim*auOrwe9V)S4U9S3qhgMY$&fbH4-pu-3;gCf`v+Ad<nGESkzcu0;yYX*R<21DIL
zKpX`hvjy>zWLp+eEiT~19Fk86<yiK^S{8eT-BJWXT5t@UYJ2Kv3Kv&lB5(cVy#2;5
z9M}R|#EsQN`UU_qcg~2=gu}$WDH71vv!uY%OQ$|1RAU$=WEQf7V!qFj5;sbZT4a=R
zurQBsC{B4dsi+|?$#_MT_xzYN+=7|STIg%}dRo8oI9h+xm_RnY77>*|i4Hl@D<nl2
z6Xa^IRXm4(6HH^JmI`Oc{rxWHLCTHT)NiSZJGLKRtF|}-y}gCfB8eS;HDdJ=+fMvN
z))mwx!G-t*abNHX(E+nQ&RB?UIEcR&a#Lx$DZwC;=6DErH`U3hJ>N9?M6gBjDbaP2
zb*c?P$pcXO^z}Hc{|a#dpgC7L17XS1K`@Ah6Nac(^T^c_c8DQ4Uy`-N&5W|G_)yAO
z*paV1@{v48IJ<ACAFq-F{RgO@a;73NL_5@|CK3H$D5L;<*Rd3??1A$6o{CC6E&E75
zwh<lk8QO*tRd6B1CW{h@r9>!dDfPfDFQQaXMjIlllTXvFRfPt2x@d5!c*F#C%0H#g
zwCSau8M3Mk#WogUU=FfSI)mPIw*MVGr+xiqual0M<W2W2hthofSeC$_AjlX7gMGiJ
z$N%R~dTddg=`QWmEn{@{P8d=ey`(`Z5|Ybfw#W4ryvnsilj8FQIA==6#7&;Tnq9MG
z$FE_%2#pzI1KX+L-FZ<eor(OE98L;7^~sZJOGmTcs6w)v2#xxG?gGhaWDL1P6lY~e
zMth+s;#4sjF{!MC(q|hQLPa?v9@t->C~AJ2y$0SE=V^N*z2)sEteUge&*DoW3z`}T
z2jhCPm)nhA*z}Xt^;!54)Da{uO!f-Rh_WUpB10aqsg2mRjpDgC#>bWg$%L*B(*4HF
zS{*Fi+moqVh;?SHX<^`1yjcfaaB@6|mlaVObcyzDnZ)EcAAkAOrWbI{SfxP`$*7N$
zibN6FDzs~=$t$PBjJmP%7tc*|gM}RxB&?g<HN&qNvC~pVy4Xk?@YbiJL?2C4hM(|T
za5AVH7%C1aMbwd{V!#o$!@#LK>Sl5ZP~Uy{6K^!tXpZ<`%W5vzn-k`!3M!I-+I8W@
ze*jNW!)j*CR_EtbPS07p$0x2(&Y_@Wk+`viIC=&Kb<Wqi=Nn<5%j<T<FIg&`IB!GU
zV+Ly$NmV<>3qPc0)e~2I5pw?HQ(m4o^Z?{nkhTO+u46Y%CfK-+$gdT^HSu*^xSr45
zyEk?6cq${O?Vq->Cvmx$uN}4VX=f2QQxZ3c-3`^{q6<ZVw~Op|=S+ZODWJn9x=8VQ
z47Y%;N+|9vEp^GIGPdZbLhh$1iXgCZwq91_@V1w1rw>psC{K)TTqP&A7!KSKXZ|MN
zfa_u(Q(#b7m?arICIVm5&XUqRy(D^$$HGo}x{O8iGnnI{B+NtGsd52&__Ai|1)(mv
zwR4u`wG}=Y$H^=-HN*%{QS&F*mN4uCY5EQ5ypDzU**j3wp`+O$4+(-YgZ%wY&(xdY
za1W5XFc#u%*<Ah@<xA4-X5{*^<Pzc-9k@j%LT)S<GZ@Fnb&;2;#wKZ`^O<~G_PG<9
z;Ussk(_OH84AYBX9S9Fyx*i<+n!|`OI0C77*1WCvKQCmDv-q_JpG|Y8JA&D&?%2x@
zP+IlYbEt&N+Ll;%HU~LgLsXBwDmGVtizWvSXILV|)s0kX=YtO>U5c1YJz3(>v&`at
zKR)rN**Rw|l141sx}YX=laa-&aYmfPv%vw<Jd0^@Z>27PxYtVlYS2AzLbJfx9LT}0
zDxBG}xf9V@0H_1Z9eapd_81}JC69ZH%kOnBxk=H&fkaONew5}#c!s!s2{0btv#1T~
z;*R#nbXdVQh&kIjiTe+8UnMHt&n%2fKv$KWMw~a2>c=1HU6L8<85vR6DIE+oAESj|
z_!b0fOX>-p9fXGJ+PZCSkTbGuff~zSC7auu!X0qUgx3@Gun!m46G|xBke;Bd3;Gvn
zZcNZD)~!6g85M)NsX?!_qJ?ok(F?kEJ87!q>0a$7uowX^><0*a;Fe|wuwL6zB<*b$
zW0%d*Ew%!gf+@Ha=JdwBq1@`dLWPIb!UTq;9mL0noD~r$28Wg;C8wpUzuw{4!nlJS
z%qvpo)lSIQfH7{-oF6+H_c!UvCmyqOzD`g#?qZ&F`v|t5WhxdvGB6Jsb*hfyKZnIk
z!S1S>NO5Wue1gTiUE}V1U_>$Ym%1$}^Rar<cU{;)QhL$T_m|6zHtC&{^TrVm!G-|e
zA}*AVRCc{UDm^*SIE?A8$PF;|;q>;+<X~KF`_>KB<<0%|$FZatrW|Lnd)=cfy`rYZ
z-f!!}`b5Z12MF%Q=RPgU(_pP|QP89dy2Q=qQ-;R*q%l}Ze81m2!Iy4Vo?mZ_vx`zA
zpE!@90OgaH`B*J>qRKe)3~=M^|2W1Y6B}o`?eg;;Dzz+0E;8(jza9L>Xz>YuDDYUR
zE889Q#$B0PNPpYfCdBDshC|iksNQXlw4>mf8<fXsMhYdNEgQbCdZDizw$bzEw*DyT
zYkJr=-I#O2OCS3KR&$~y<_`WyU{dUrOsBlsnWm^(JGdb;P-=G*^y|gbCTkw`sx#G|
z?1&*cIvqz|gO7VV`7piP7P|5a(#gq|=NdLG3gw#XxAVQmYjBG)M#Sr{JEV{Fsf5uF
zebWA$nDGxpG{{C(+vGd$L08u;R$<t(X7fF^OHJ&lBb~MJ3$uy3&flwW`>8!<+-u`4
zbs2-lZ;IH<<UJ#q?N^PXQs_V0x<)?iu<TF<kH?C|4&-#osvKZ(wbK)*@<)i$m3{Q5
zxk`9WJAY!YJZq80>86gGqw7BB4I92KVyrEA&eWkE7JJo~Xl#XYgim?Iz>sSb+C#oE
zTXwqRQ3>L0IhSl;`p_L6Kb@9GEFd3KaJi%uT&ie|IS+l5?G)JsqCp-e7p+4=R1rpz
zl|NVNmb*-xg;3}e4B~nh29ovbY2~wgsMCJJ>|<X@-^~HrN4%x<mZfS9D$kg$NHE;%
zDonONc8JIuvOGv{P(-XaJ~gwAeNfrCYTjO!?6t-132bC-$Gjx8CgrEr#g~r%p4ZbV
zMB(yz<`#LdW64MB><DV%afrUtdWG)?eGJMHpZ7f5a1Q~sPkoDGgXt82BEzT-_R4fR
zz91xO5#fS)TEH%n+=pDp^UY+5a9`7oQel^5nb5{>`b@hk^^M$Z?!7a5a(eX8db2nm
z;8}K$>LJy@!kM?sVRf1MrS^g_pmRBy#A_jH7o-I%F`<db4=$^>%T82Y9`th+0+Ad|
zv0k$Z@XEKxDwQ-;jgSJNRN+8$wO&zOd=`f<AH`<toGk#DoQcc4^J>C<YrHch!?TS$
z%JGpk<xi9V(<=<S;|}KrRc3HxB_hLBxblwT68I}rll74_iwhO%-uPNY&D80aH~I&3
zXBJ}AhdF<BA++uV!8rnO^$WM2#*uW*MXwUc+YS*M;2tG^yPjYF_4wd`((Jw&f#j~K
z1xUWwZ9GH@ug?-*JIS01XlZP)ZI#m*6Aqyf!oB~oL;{L1B%+$aZ$?23go&BMevTPu
z1lQocMu~g13X=CA=1@xpX6t2Cn1BZx_vHi0*Erw&ObhAO$r)3G9uKCR<ho8#hS@$-
z2Cl?RskVq=oBjw1p+W*`>(wNf{D=DE$Y*@t5NvqQA`sM0ZjD#m3xqZeg`(E#;7fQ3
zGYEMH@fdI-exIMfH5(fjmyTDq7?-+Dg230Uo|iuA&f!|oQ;65c*fkq-7bg$rH@`A<
zqfd0v&2=Wu0T%}vYl@b=oRU8xB<ZF7=et|;sTV08=;i5C%2AI4=Q-*vk4ths1a`0C
zmV5mWcg(2JGPi&GwTY<^qf~OM?B6T*{*)NqN%77u=$+DS+v8iLAX9{WC|k|>gf3;j
z*$rX7(K`uQb=ECfbneN7ugEyXu~6e#Jn9&+UV&?XsBfZ&3$#`RX?ozP=t_KOG1)#s
zf@6_+r&sSlhn2LAEtj6QuMWq=gP`QF6?DA}L7*%u8(9kB_lJ4KvLFBo$=U<^fGNbH
zbgWj%;>dot<aKrDW#h?C$CT;h$>yZb=48wUW?~nWV|6I<7Xxj>g5q$&5n(;q4)GVk
z^62hia}yGG<tcb)D$o!o^Ohp3%1^jSxK$B95hv^6d?q>JTOb1MI@#v;w2HQ?5J@?g
zg?S>~x|Hpl$+NhU?d1xSL@tYIwrpJ%e`C@ph!#A?!_1#Gi}QI46;{+ao-v^l?e(Dd
zi~SL!LpL*H=WnnA`3+TXf_a_8H?yo+VzjMoQck7hZ}l8Q*yI27L{2XS##243J>#dv
z%8MWM)ke6>E>68G=7Np0V|!n6%^2n72`^QL82La{3cWV8>jb6RG<#QHH!X<Iq^uE1
zs%b{_n41UxOJdt1+@^a_4#}<J9)IHJK$rx+Yk9vE)$#ZB(_t@DLJZBG3p}Vs@z8H@
z6T-vNco(GIUfR-YlNi=^9m!H}&hS23=UZ&;)`GIDRoqB@KkGuERr4dC1MML$xsfv5
z&?gnt1v03t?v_cSsp}2`6wy|W%2FP_ml@F@V=r;8<l~vnr0M~=_HIDTYzo#LxXZ}c
z<Hg4ThI;Her6)p$Oe^KQ0;`OSvoqX`-jblU91PINokPy?mnXmnK7+G9;f2EA73JkC
z^>iY??G%g+xkMY3m~l)q6RG%1$7M?rsf5VuYq<$WMl1WMI-<1at61M`rbiEVh|!fA
z0ZhLq5k9nvDza%+B9*|ZrQuq=4m_t=EvKYQx`P~SN`H?hq12G=lR`O&%MS<1wuqN^
z5aV}5;`_F9kBcVNu19vGhw$>k49V5|n1V<{hI1tJQ<GUIrc>+-m&FP!feX<hXzQrR
z;y$(>vIioK?#g^<L=}U$cVYABL5BCw47onXOZFz)pObLHP@*SKbo!}iU3x(i5yr_k
zzzo>NgUm)2x`V<-7CM7&M*YhkFVrg}%42u?5G@i)2M8@HkE0-Vo#`ZFwS?jHiJ=;L
zQ|)DYU%tHJ3Q?u|2ZW*Dh-i;;QD7kfeiC9Bfc8;vxj9iNU@7v^G1J6Zt_^vMLG4Vi
zsg<iJwBZ7T^_2zV8mF*3Z~7H4MBc*=O+52#5ZC<U`9RDuj?Ewk?OWQWC{^d<I)LuY
z-r7V*DW9G-zhvho3?~LC!v0iPbpSbRnY~(nC3@CE<~)-41*!mK_G`|YjPs$2Jh%D3
zf!PP-z*I6|X6zh8i5Ro8?-f>-k8;AD9y5AtATuP{=ogZs&{ME`oN+KXgk`EPq~^q@
z>owOGoy?autV?HFMdnx(5D>^ZG#QEdA&zE83bsTD=1jy^jE&$s#Es3S%Lt!|_QwjD
zU?r{CbmajB^{I>G$%+s;0_>6N$OY%wF&!$*R+QfU5{(ikkIo4T7za>}9Na4&8Ei3f
zkjF&MyOER<e;wMH)OcR``z1%j8H$&}gry7RIMHL<O=|AzXq|(te)x!9mHxywe>vCJ
zSwQhhUgHokoJCM?;U3bTj}I29YpW$*%yn~DW<8p3JJ@WZkOo4eMu_GyI$UT>&Rj*A
zUDr5#V&?NtuogeoTW)r9m0Y<Tox}Ilk7CE!7_}(oR>9fF^H_8#2G|I!%c<QMGrvY3
zG7`{oK;6*?`J(#h#NrUu9(}nuJ_9<xT;6#qlH>f-n=Gbm$?Um&f7B+aZCOTEv1$P+
zR2S7Y&DX3iHK_|Z&`=S;a}GxRPVfW!qalxaCa3}>b{TCs3<PjHiR1=|TiR|VrXH9$
z(>Gt9Ac#sl5d0a>Hl8IrZM##$@>a{bb#}jFRxs5%H5`aZh)D<%?%Da1DT~%o(mB=}
zF^hGes)OGIiCFW4Fe@RRCW0KeY@k_%Fih`dGj48s0M_r7?oU_J4u@St%xGBdt|4?1
zjk~o*XT;Nwsv1@Rd!_E9q~Zc12|fOa3M`eHY@LbQm+<}fHg90<4DIT|lEo>@9C&O`
z>hBk{=X&t%502riIPPH3+(kBX-(}9988Ajai*mIjVNOGqF<F*XmG&Q%l~$5tC0M*-
zZB#%ZOe8r^=|Ep4dfD3K6ut6zD7)GqE@63HT~r!W>@SSg5?WYfG*YTo8k#$*aWDSD
z>HUeJrf(BNw-hr-rvid>{EHF+N-WJzlGP6nPNK-NxmPwu5?rcRmOhZzP4-q~c>50-
zmg6j1umqy{MiYI|2v5esT2q^K*5-TX(?{o3Q;TchPXfGf+Zc1uz-rp4%TFf}xSwlx
zyT{nlV@?Kr=T1a`;GErK`e?Ly8AE~8anQP$6e}b<f`p+MY3b*-)qpj=rGoUbikJPy
z#xKmJ%QdkbVL+&Rf+%$hdzAs~bqaorDQc4k53XER=G>rEUr!+Qxeo_tplfbQ(37?*
z%|a;t`o09myxR4VQx-(X6`D&hjY3MWlhpM#y5Tc5+12eKr`}Ar6uJg?rBwRn=O|4!
zY)Y!FI!hDORmyJ{P7bd2`%BWGmagg7ZJndDjT^h!!(|)4=CWkLw}BS2!P5`Q{JoCx
zM$u)t0~8i1A=x^Hd4OW5nLnWVSQ972^A%Fb|Fngi;H05X9vr3Zx47{n8|Ks!)}je{
z(8Xg18@3A*-zAVG+TR;qaAhVN7X_2v@JeHT+~DIdq4e$Qd187xH8PuF^b&1bJc{AN
z+XNwwh_Zffowv{@b5U&N73R&i@RL*^y56fE)_O<!q8;A>0~6qyH+763X3L(+uSq6K
z)`LpW<Mm|!sWuK0S0wr-cZ38<q=232v$bG=040%gRfnHzzG~sl+*DFiY}lz9DcYuM
z6x*4oy|UbL-@wuw6-^MlsP%Sty_KZdlJ&6%>;5W*1<xHY5q_q=)Xq?Sp>QS5GNCRI
zkQe$`Ti8%F--^}q>SiBW(qz98(ZB)`ZLv~&aMx2A%VJ!WwdT!mJEn-0^e~3gSh?P$
zpBZD)ytss8y#mm{TCxOh^)9&vYofy`5U%Q+NqADiC_hXx2c_W2(*xE#nVYUDyS**7
zhiSI<k-H!>PxP))j<yI1uLp2d{X>ODT!EJ=kzVK51~A0^Tirdk9+(yI$$9*~3;zI{
z?cuI>13oO|Z3|<u-okZ;Cx;HG27`1n-a0F_;HH0Crw^0KVHXMSt>R90wRSV~wxB{t
zwq^-a^Br$uVbJamfLE6SPAaO5<t4IUx)&_AIM|$!=G5ky^mwe_64b+hio`$Ueq+nj
zR2QQkUchrBui}DsDDeM65w`~K=*`^Q%I0py?j#(X5C7zc+I#qWcU3fBjBk<6p6oTw
zK+0tV)(9+1yR5_UvsOn5)2q8oK(M3+y|}oLz2c9R9qZ}41Lntx#heb-B{lOK>Rap=
zKO_eV_U|aE8|lQHzW(1qB0{r~#I~rzqP8#$6D$LG;fSdPY8lvJOGf6tE+PAUB4M`N
zH-=?G-~$*mN4<gzryiGnBW(#N_|BbtsO8s2s6Wjx${C)~pK`-IygMr-Ds++6s056S
zO6;2Pw|3bRsi)-6945eBEqa)XWRC(?V7z@NtjCBs_Dk;(sK<=Id~py~N9oIk3}9UZ
zcxn&P?|*8}L8fw6W;fO*kJOvOK{S_NsxmX>(X*PnM+_ty2C{MCMU==r1Fwx5^Mafk
z<A&s+XDV|38KxsJL_;dzBx{T5i6SAMfp@fq%FCe^CEC36Ash&5K$a2^$yi%*;e96D
zE^#_A52-Ks3|d^Rgl`vzvJ&F_Bq#I{(*UvJiUzYVOxkw$=~m;_`|2(|r9?fcU>1`c
z+QAN<4!nQ6S-%VowgLZN08T)$zqk+NKyv|{kjROXGLgLsJO^)8X^C%gQ&M0*ay2x#
zxcd704V=57!Ob<``Hv?akQ=C@c<n-7OCZ#Nt8R!5lR%Kh4UiN$x$Wgn=QAyrVYMbV
zjDNG0kWoj!t)xD}-Uv=jJS4Z_9904nn9G|MW_D%n$c*J4&fJ;vR<4xo2Gq3fv~)vs
zC;2}46-khBG{CDh(Zga6u<|PTVtJ=LCa2^>gc_Jr>3~fIV_KCcEy0rJ5*dX^F%nko
z&HJ7~s70Y8yi4{k_=oV<*SDYFz5>Fxy6ZbWf1$Z;e;_ocY&q4x;`V|62-H6xJb(-|
z-g;EGU~N+Qi)Alv*n1T^zI-XX8e?%Chkc#e3Z{Wwypm?*S7;eZyCTynHCMF5kO4~g
z#yK0lj-zy50U<*38D%EJDDeXYp9d)$EmJUAHYLmGm@JxSdYBk<gn6GCVI(XA874bR
z<VhrqYchwU+`*1uR2@}dbQ@FbpfIr00Q+^qF%G{535W;T=Vwt5AeLoq5K2uxEX(Sr
z(q0LPH_L=`gsWtWCfTR0c{@iyK7PG=+a+r2cX<kh$=cZ1MVyq=dTU5tiDPUAfcy>K
zB`4T81W5D;J`)&?QgyeLf?&QxssL#gDT#}xzH<@@n;VBm_$=+-5(~6gq-@k^=k0gw
zgu%Yke%emhaka*$$E0_p52UylW2Hzs1pf<4#Jx*~Bce4$5{YNNg@a9&rwof7EiK76
z;f>=66OJGy9#h7ndoCSQ`GakXfslr`s~65}d42q@rtQ(=cg^+n{n2%Y7^W!b;N5kd
z|GM<Sm!YE{-M)Hg?%TqK#@+|RF;o4~MK8x<bs8nB)Org`s#b>w{&sEu+yi@G*)%9B
z=4Q;;ofwNoaN+`Rnt{F|y_!b1fCTX9Q&0!2a0M`fBDjLrID5@ziMP9s%I=n=1HIi&
zS40DGDB-8q)X@6qX<~vv1i?l5P-iF>x)LH|As8AaH26!kl-KF@0-B|Hx|6;`Q$~6O
zcVE#YJ%rSti4`zZDVrDVUL_hChDdbyNq0|<vZJEaLyRH74O2k`2q!`@e5Np>x~7sr
z1hN1lDV+jPCz`nTIlAA6R)P}!{ldc=>n<(*VZb%R$QelK#*T#p%PK3EWSjFDTtJ%4
z1)3A9SN&vVdo+hDFDk9Mclg-7yXZPM7<u=*_JOvRCI92P?1P%P^DzGV?Pl{LS$4D8
z-Mj$Vyh0KTBm@N7U=~Gu!BJX`ZJ`nD;Eba5d?RS-RVt`xZAC@&T3>r;b=12PZ3{gs
z+7Z2ab3N~7w7r|&)M@?W>XfT<((1G(+;2C$<T@}U*<{G>v(NK<Ki~2KZ=pq}(op`I
zm##O~O`onH44mG8;f;+)SFE3xNgMNv^2+9yHT7NT==>Np1scJMPLwkaCG9U_7$cNQ
zs31vPZ{!)wfD_PY!1a7OLk*^rO6?#CmC7Xy&oT^;W(8vy<N(WYfad^i7*w$R*ljV7
zgl<5jlUnpIlmx~DwV5-p(9E(X95*v2H%~JL#x$iGF)Wje;baOS5?%TY>SVY=J`LxF
z06l{2ijGL7r$*sKAvKPtbTXI}r3!^qbZ9$zBP6FZsB)+#k~$rRp{-a0ZHizd@#Dva
z!6Jn}zd|4XmRtTpdSU!;R_tzk2fR#ddonX}ol3X4s;cmkf=jEgmiT(fp{J2UKSB<j
z1^ys9*Xdicw&-z~13*sBWq*M6`vV@22I9z@nlexk3j|9(!afH<xV*27p!(q%QOIc0
zkbVdPIfO8EDx+N!hT-sRAx0?$rKrTwW^m_%6=@>nTxaO9Y9Xzy*4As+Xxp@eR%+r(
zxrv8Spd~tqO3KOOV0buuZ$wubm!h2?M?{)0wOG0=ltlYch$k%uQtYOZs8Vv|G$!fD
zR4UL*Fkpdlp$7}(4?FBwedjCnM{Xp}e7)yn?Tmu*MvLC_^nzvYZP~aoxGdMe@L4*}
zt|jhjIMU&JYxexzZY`1KtL$6(qT*^|bMWTL9}>5F)-G8&Gg!wf^?FA}b_>jIuis#|
z>KtA@Y04p|U~4n<M!P3dmBt0Cs-;PG2dVxAQr!s(&?K1J=G+H*?0X&EPQqn(IX%9J
zJ>rNsw}7qotqx6XI&1?SzP3CZ<huBNctT`otjXolSes}f7s(I&Zc{%N=*#NT_hW_+
z{V^-ChQLt8ej=v1WA#XBjMhRVHVcAuB02U(h9&49uK<*OIrwM_Mx#+U-ioqtj59bn
z;m3onQX1^3+Y`L=&YsrOdmhDh{^<dH{>-oUE_|wBR#v9n)p%*4@4f9GL}yoQ49;AH
z4Q>D9fvrCseDc>v@Vk-L=gSw($aA|KI^MkP;B)^<+&;IiW%;gw4fCHv{8NTBN)VkW
z!7p6~Mr;;f0gKfE18fl~BY}*g(6cc#<+UV`uG*+4D22jo=!cI)t<?yPMw2E+Q6{sD
z?u=Z0LDYJs^gV>X(x5<Zz`Wt_&`6YG#RqLFCBRf;SFLBD4PB-KeqE9uz&gl(jDlU6
zlvw01efuV?PV8K>Y3{Q`Ctvm;u`$s#xV&<D;cDoFufgV3Lx^;`(YYT-_tyv<XbyIZ
zBrrKlW(RbpQ)tfhW4FW-DxamOe9DoJLrasM@HVMP^a3hqUkt~2Ta2df(ios2P3L6v
z0N%=DZTujQ@%=a_k~uwARQ9)~;PezIm%M)rXOc59D&Ny&io(+4cyj2_we4#9nw%f0
z<5j6U+O%J;XgoKzqsj17(J`;1`}+CsYkMyo8M$!igZ+u0p?k-w=EI9GzTdlP$3P8s
zuYKR*<LldpTB}a9gx<Vx`p&zXn?JNQf7;NobE(+*c*bW9%es%Rp4BBKpa&^*5GmwB
z3D_?>b_3`IUT2N7#<d%~;Z#P*#p!Rj+TDl1JI<pn70C9<#<wBkQ$E<{gFYXf-J~Jx
zO*9F-$nmI9FbbI*nZC~(BakEdgf1x+B6&rBOOF9PjUI5lBvvrlI3v<bjO!*sfR2sD
z0EGZ0VchYuEJ-e$SRf{bA#NXoM5%A^o)cT!diR|g+<Wao;@y+2`xcZG&QvQ+j3c}D
z(tcxQ^M+?Dw_J{5CwKh$z|{l4d-&y}MCRjHYi2Ai_Zv9M%Ii5(^Ar5H%M&+Vd*%h`
zx%~24q*T%9HyFT&5Pus$w#X>Y0;TpWBVqV9>fA97as$u~jA+Qme~@7oAvsJzay;cZ
z+!{>sdG8pf<3r=19_J>I9blu0#7!(Df2RdhoF}!?UScubm%p4z(;g!sN%8_Zg~ORT
zUFNxCJmd$U4+!Wi5M&_6l;<B(HjE^dR+iK=f@AAT3SGcY#!e`)+q$+qVD|;)2217~
znmoOqiIQMNp`FDQPvsTQT|BRG5GnKR=r?#BaUXcWG;mU6Z4SqfCXLl-(lm}Vn<5kE
zXk?lyQA0Om;;;)y>s3~trvdNBjG{L8Y#{kL!HAB3Dtag=Kny~`$dSDMO{1|;Nj}UM
zjtZDCko{1p%-cIy_<iAMAznBD4})U*N9jtXCYAf8R40!q>6N^}CgLN}((rIxIy@Oa
zq=R81aVbQql8;QHsB9=zie%X8qJ_U%*pR=Xv#V^`+%>1vPm}e>Yhp)&zv_6k_UW94
zp@PcUfr2@+v3B9hrlp~l&Ff!zvACk{{APz+Ti~iczwCJHoK5Q%EqGlFi2s?m(b#A&
z0K_ih2D-~O@Rj&7Z4)S+RS+08rHQD`mW+s5g()K{6Jv~+-Vy+`N-GH^pym>Q#S&oz
zgiL~kp)iHcEC8D|BGNh?FquszwOXZy=pI1~chEM9(OGeefcg$QMnQ^l)Co}N$F^Uz
z=3Ag;05eJZSk!EaM~#S+qH7T(AuvjAh2ap5ek656W{H=^1tn6EDfj=FDfKTxrw}42
zsp9n(IJVtL_QP$d6eS@Pe)XA)s#$Xi*!U^7Xh{+7iQjK`l+O)t@&B^b8$#Im#Ov_y
z#EqZ+UFff>a%NL3%>Asmcq)3KT(A^>JKhWM(Z@*9t4Prd;07h2SFGkTJzlSyW_1x7
za2XMxE^>RlOIVI&Sx&9?WCm8yt`#6Fb47{ALj#Ofv!!m1rHf)|X|@=_8rae)enKSb
z30x$;lBPQL&-bseklkBKk4Q_91evsCMfnL@_`;G>@sLFHGKR_;N$x`wYW$@#AP)&+
zE8u0s=jCd%$?G4K2fagrrD;jvSE_Ja2K?YS@53tWi|*goe*Qnc%LTZJ>k7kr@9t_P
z+44TF9=2p#k6pdIvSmp&eo`%sgAEGUBwdx%7z0UwLWm)><{f(yifPQlc-)4NAuiLT
zozl>xn1@O-rR}6cO9q%^ng%8zG=b7|QfHv!Ax#{~y(`&<G$poXHM<&V=AQrj|M||v
z6C(qu%qL&GW8FFjfjY()-w9@9R=w2uK;5D4YRiEGq@`r$`3qg``?u3)+6GtdPr1D(
zx1Q+Qn`owX6c##)(m#7><k9sr%RH^=H`0H|GZdSI-W5mI?ZlRSZQ`oVNPmpCq#r8o
zN{`}!l1(mcCsq?nY+DGO6?HIO%rHYasW1hp6qt7sLc<ytX~ER~u43TV6d4E#XrJ6V
z87AXoD@l^C!ppcb&EVE?i$#F|rr>)=3%ZN7HWayA*wY#ijcG$PI~>y3$Xn~eg`*vj
zO3X)iGT^mR^x^yxJrtQ61X7Jn15Fpf=Xi-;{M~yVRY0-t7n}EIK6x;4@x=20wkZp?
zz3`9BMCMmx;IRu2zeG1Zl)n1&&L8Z(k@@VycP@VP$3GXnxvC$ifEokmM-$ke;{>6r
z$K7Pb8P}~;dv#t0az-{!H4>avB_yvm$#U3@T$yTgs{}OaSvkOQtc{h8CEa1_v{n=N
zo?>va;CI+~gEF?+IviTlt4S`RrvmEBE~>~<wi_SH40V*4HBPQEWB~B&tC{W$kgWo^
zA3g^PL3Q8R%&!lp^UQ7cG_s%yMw%W2yY^lBWvuCm_VXK~Lgt*#7og8%{*<|XD)ZC7
z?o5=|Q=9Vg9nQ}$tp4ESjbqoAHkW*J{AmksFV!{_A9mC@u0a%(DA6t!w24c^?}^*R
zA(0N5itP4$zZ_8gL@25f`F49!4w+>+RLLuR8~+MV@hOr~P=Qkj3vr=U=oET{y~41d
z7k&#{i6X)ay9qx5ajWozTlE`MqF`lF5q{#=bGT)W_woZg<WIp%1i}r(YResvCH%<<
z;RW6leE*ma7lXtPlmZqyVHn0?E9`_i+*Fqpvl9$xGo?z71wx!`la2CVjJqyRuZ4Ku
z8Ou$O$u|t<9iur9k8)H0*E;a)|4KAvVU62yeu+74G^@s<C^mJUvuy*wT^b{AyBmwR
zm^%1)Grx1_Tv-S`wQ{sAF*3*UaQmVmnk$q(J_+)dwHzG3&oF<58Pw2WWeXNfT+;Z&
zM!6+p1N!u`Me@=|(r@uxi3z>&uXH9cm+C`&u}f18;?B*(s#OvbN^rGq3AaVpucOLL
zc84Qh3VKxuQ=3YN4!r2(I~>VinK>9NgPLdah)O{b+JsjGN|+Q6g;5-}qE6I<_M%~=
z$7@cjVk%JWb`dKEB~j163T_cX*3-ShfB=OQyriJDs24$mKrj+0<ASze#HcBCToVYw
z6xgJ23h2cWkqW?n(coZ&yN)$kr-?G{5TH$@YZ@DB!zfGESwZgRn(Va?Kb}(Ne{`8q
z^A%y3FI#Ia^?P+Tv+u{BmihB`?|$k~c<!+l%d&4B+7AUs_yv@HfL+{Jg@+I0ZQP9|
z@!souW{)eFzOiK}-QHHabb0!e-e@-oi9~1~l`OP53b7u~;~cfoqj($nOtI7(o5HYx
zt_}~Ih69uqrm&<KH}g@K!>$!BV)eLt#Q_mkii!wD5xLy%B(j<jvWh-OiCSz|i&+P7
zIDDA-rh-=~1b|snPP+90c8$+qb-PH++LPHk(n@MB*`yRgh$;hC4%twpu@ZG<1wD;u
zEa{b_`Q1S+gz++iZE#zFXgC|jLR}87M&&p$mB=~jYRrLqADz=<8z{`;Jic;c+DpqZ
zqGK|*q39vVDSVHUTE%PJjObxV(XTCkIKuTBi_z;BHhueE`t8GqG9R=jUVm}%p0#|v
z5y+wC0xZ?nEHLkxmACf8CvRrX0s`!MbM+B=-iq|t=YYTg|Id%kUU;|h$#1+}%G%v6
zE%&AWet1;}XadYla1MZGtVcOPFfG_0^}wv`FjVQil4M|fejU(374TL;<(-mCb%tY=
zYM7|1R|(F*s$8k9L@llGm#Y<wuF5M}ZMLLjFypW4{QhLD${dST=^54Q^Of=(2e1pn
z6%|frsXit(1PoFY7neGvE~!V_D-BC8OB0fwm7G#sYL%`?w3LEFN`6eT#cWcn!5ABC
z;BH|Jun63>bschJ7BBF;$l_S;nj?)V8{7sBO{u!O64_lz4TD-X&$3LyWQoI#a-OKk
z-Ggaj)BJ+m<Q@0Z_SpzGa|>tIu{&UYA64DF2*Hh}wuXj+%mq3!yO~cvi{`}R1%v4g
z&(Kw~SMce5=E}7Q%rHb|eTP1ikZUs*@F`nhcO?>Xbi7~SOPttAG3ZVI1sUv~1csI;
z++49!OF2D3kpICd+KKf_gE^}mi#U}f%yv9U7?WC{W0)i|W9OK$8f<|cIRa*_`HejY
z<RK@zf_KtE2X|eo@YF=c)%}`ixnnqgwJ6g?Xom;c<*^y2%v)4==2kwPL`%MJ0Wqp9
zHl!UgHvTMccexXZ`P4pBzM~YMrDEbTjrk0d#;_t80gwQVk3&dhDnaXXNl`M3qGY$n
zt*zEhYnPR>reM{GivwJW<P^!Z#%RDN6y<=#i8fI-#>G~#Q|uCZ#9>j#iE*4Gr{N9)
z!M_nDfFMlZaRS50=&06P+#N?xYgC)1*1Hi20djWLfGfKl#U?i;e{P+!-jSsw4SP%r
z7Fur3TKDwTV`p|f()?g^ZCT94+Qh*P+m8eRph9*1xFYkv*!=Hh8(!Yi|Kk0PwJoJW
z^^Ap^pF2RlhBqBe>52F8JWJu~)Pf@AM~n_cF}{05<Pkk?(X7)kI3y)HTd`~d*xh({
zDvwmC<wUf0vK5Lfc#8^2vKsQZJ)%2_R{)C!+&Wc6W>H6rh?b;eBx;UCqWEVmX2j_9
z<!nKLX5{iv$ZjvvPd~4Z)CHnk#1=93Mg}53iI9=sU`VOMb7`6`a_iF_ZoR#T_UR|B
zn)R&yYa8t@*FJrte%tGep2ORfK0E6E%XrzxHgVo@{GR8|j_vs6p7Ysve!a7u7hhiO
zkl?)M0tq9Sjsm%iWK9=nXp;pKoI;?1@}fc`-bx5$TS;4mO+wq~nr^gRD6N`pRJ4^Q
zv1-!B_+xKORl7wkqEOM`%bs%_3MzX!$@X)P&bIXYzTe;P^X<&k1>ChP7N-$7@5x*s
z>%Nh9SFLfl6@B+n_Gj>im9gp?1Y1$()^?Qv-^$tZFiL&Lt}IzZt6zMaAQ`uG(v}*q
zcRb<%GK^F`ic1$y?T6vgV5l%2FK$tLQsH<!E^y8OjJ%^Jj3$>h3FFi_UZp)-ig~g;
zoq2yEOAp(+Y~Qny?Y3SU<kSAObF5+~c)vnu*5!DX<9M@zrr@A#wBtfpdhBU5Jg31R
zo|$qEfg%XXs0(dD8ZJ&CJwhTUgn63dIFpS7+^B#JejoKEuW6V!g9|hB-!LL0_|E&C
z{&kL93#ZY}B{7@&p*~#l>lXlgQa(O=BwK#m3CeV(b=cPN{L0y5oXsoz=3lBl-b(GZ
zGhWU0_%d{8oCfyEtDc32Jg^zA@Ibwr^*JR86yo&S0$RL>J;qkCTigcsi(~M4&xn{+
z;PU1Ylu@Tpb{?Ntu9T<brkRd0A%)5Dg_NABxhLeq(Bl??7b6}7EQG*lGPUt8mgik0
zX7?^g;!V=)^L1qi(CZ>|DU#GAk4K`%<96HajDd8S$THqn-~}EXl=x`a#TQ64&q*AQ
zq0Rz%SO6<w9CO{X@GLYyXyXOGpFhS=^6&6-e3rmB@Q|N^f5n(D?U4>k<I<d@vq?Zh
zzR#1LxCyy1N6e4ALOL_+0OB&pk@nBmoJ45`(qRJ)KmFD4Ti7W4{~Uz}WmUS!oyjB!
z*zYOyJz!`AAyV7&gGG1;2d{;?_kbJy@Dg|*Et6|Z>bs=VTa#o`+t7yEDhp`3b9(U+
z^`FinWi^Xu*ZPAT;9*H^Qg><g1eJ*A<<4$28eLZG4k=1q_;NzmHT&h7+|s3a*ewHX
zl-p=@3s@lxCY4I8kT5tcU#FpfwGLMy_!*o-@G|^!<~9Nw5ENl4g6T)_tivmS>H07|
z0$!jg9RU#xuoj7~0Bb=v=%crSU3B&d@`M#qz(m&|8N}(|1ARHDq2UR53O|j13eaS>
z)vRQDMNFMUAgmB3(x{j`j9c+QM0mppF#y6g8nHAaX@t9_LeeaWmkgpAMGUZ_7=Xx|
zZ8B+^!a}5Jn;}d>D_OuG5TI>(T9m>h9S~`n6FE^bHP93E9R6Q=6%FYr_&3>4h_o0H
zWs%YrqDYGPu1g#dC&Xz{FP?|>ghb!!97rzAvIPZc0>WCsym}urrNv`d=)Sszemso(
zX`!Zv|Dl{=?W^+*H<|40>>MDH=?kww0DJ{ZSVp0A#BgS$lo3vTI{ASgLGmA2YgZQ_
zsAJ9+t8Xk#T~L{DpuRrHq<&}L+K~sc$w1_xYAl!I<VKfk>56#VcxHAHb^FeeC1Odv
z*%^=9lq2L-qanol37q(Tj59_Z&KMTLM?5Y!R-kHElP+#vOLy=ct_`|=^N{P1D|_5<
zoIZhGa*XriF1<BDkj_Mw(KFaZ?j=XaNs=PSF1(l^DRPSR{n9=-VVX8Ula>qo_>gB(
z$@$JXlQs<~BM=LTG_^B1Tu^TUX#mKHF{nI`%DxHeZm1ise5zi&1y25D`{n7UC&y0%
z%ld7v>1Na^_4b_Ftj>WJK-~csQ_K3*>*~4>-hKbWn;;jM-}-=nb16J6&SUipL=kaN
z&U0mpMMY+ocPK335){I2W)!>VDl(fhT`haks061#kIadpUBcm%wHx^2unRXUzSxvE
zsGEX+`UO8)Oy5e)+{Zmyu)LMJwlEBE>U@9<=J{A7zcN42*dY+ie;@<nBZz6sbTfGf
zR{!DeJC44g{(RM`gH&<(E+(~)S@{GDYRTe;e&Fm|`BDF_lNZ)in{=1jUfDdI95t(?
z#o`q;)*ZE2{X(kGvT5kIJGKYH7<h?S)IohSuCt#gCzcY|<mEN~8nHY-&NX}5e69I?
zTzCFX@u)a1j^<nT3a<*61(FbGK@=i_Ea(bC-Qg|5p6~(TaQHJJ%Zh}e#_B{g+L#-i
z0_S8J<tALDp6tgor9;L9IR#g})|fy>9Ui)`>-FAXQQZ_EWM4^%St5j33{+TSV9;!K
z1P8mkd%YvxNiXHqq$3SZIHn!Yp-HDHEgdaImf{zVlBHGY=r}X~PGIbuL3jc%RSol5
zvJ~Iq$D$EJYs{Uwxb>FBI4vJy;*4pZIj{mtZc$o*y2VWTunDNSZJtT}AS+V=t(W6A
zPPH0pBj1)p|AEbYo3o=G1*hhSky&v3k6(b=o9c~$$#XBgs$Mx0kh0DmUA<$?h@-o0
z{l3=9%Hs9$Pllc|?0<6iGj%Jiw(kSS%b$YxX4UiR?VD=3X%Kw;$;FH6t<=q{kL{?e
z3hh3<bokCA4T-JKJl509IIu6_+;!bmtl=2ZM7%DSMuU}2O`)Plu~I}tV+v6iDo_fW
zLZP-ul#N89Mq_19Fj&}#wOdqZaIkN}T7m()<sfG?M%-+@!$H-X{nkOk4czW!k>+re
zj&PA?Q~e;NX*)97On-ilwt;r6GxMjN&V|^#sj7_NXIyF0=l>J`+@p65@o`J@1J3Di
zYUdf_;CwMMr2jy$)TZZMA1sGIy)(0axbyA49tRDq)?mx>iuJ#0Pgqg^@Ua)6-4h){
zsdi@Qn=Gg!%NCD<CGSnVB~^{Rys6QmyY%*p+b1Fchq&Pzi?8hV`Oh)x^_@fVnx5R`
z#?+ezgGa;671Ws7<O!tCtZV7szG)y>g6C%f=c+BbkBADeOy1PO#!FxaYA<Ln-c(A}
z7;5MmUrmWj#C_eMm+obHeZ57!CELJLXvp_e@j)Lt01nv?6^?<ikj_?8ji4k}i7ley
zqkdp}9*wjAX1v;C+qmoa{eE|L?sran=iJ%nOX^3?Isfc)V<)wp%uAYFrZ!FMb<J3v
zu7Z$M4ILfLM7wl_mQaKGTBog{D;<@F8pL=BC`i@1gt5_yqQZtCqNoD4@@(OsO+#ZU
zXpIxTcTOLH@sOi?`4lDJ&-e2>ZJtV>%D5Ft8cdr?I&Cs8EWs7mkOQT8>;;U4u^bzU
zPNVf!AQCag8c14#uLE_Vrf@WZS;nT7<rTRIm*IN24csv21{|-PW!a9pX_T{S#kNRW
z2Kq%?Akt)0&^AIGeGy*)O-#TGq%|-Zz*Yc3A-rmdHqQqlBaw2%H4s6O8H|{A>H5wg
zTeqcmha7IfF`I#&S8x`>w-~Z26NOChtwK-bQ})?@24CLP!)iog!0vXUc8I^R98DvK
zTlPk%wi>!Q*aun@le2bEvinAy#%UU8%4An?FUR{=jje8^=O&&!*EW3gLeJ>-gY*A*
zcKqVDPxOxUjr@Gy)UP{MroR5u18Y&^Yu|URYrJP3Jv}(_<d^rX9PVAw-<12>_-8L4
zym#{!EWh%LeKQj)w<W_p>xWNlnL#|D{B7um7I4g9X03JQCe)y4;1P~Jc)%PqxYrtZ
za11OO8;oJ&w80sM?AU`APc%rHs>KDDiyaej1ZQv$-T-0NjR6TuE~7~VVah@nA=*49
z8pxQ&x)qvbP}z>~Bif`krOj%8)m)+$(R#FF8mG<RYfRi8d?B-Q=v`;x_PJ8XEU_IM
zjV`Iu_5LNqNv5cYjosqV9cI&BWtsihT@yq5xF3C{7}~wBKPS%rm`%4oqg1H;L|3N=
zwYyt8KJ?r`W=EgvV&xA<2M>JG=(w?4@Pxr&k|wv`FNb0ykMzt!J43OBKh^ZY95c)h
zt-k%rG38l>P5PW>riB|y8k5YFn4nKB1>HP9NRtYs$#67U5`Bs&`m|usPI<LsF+#=G
zM3VYMNu0)iwiJ#k^Z~k+PSPoQp4JRdMCmlvETNT9RaD_^VKM#hmEJ)?nAO!=J)m0D
z;B#|G|4p)PPHu5@PMmiv+IHkdbVoXa=iWsLTMTWe8-Koje{-I^A)lRk>9MD+FVt=>
zLZtTlwyfyZ&Sby&&Y8-4%`dUdiKn2^C7b3h_4S|l)<b2);jvbI?FWiQoXT&l-1n1f
z<G=jgt|RzmQC1u5&im@Z757<~>N4gvD|v_<^dAhc{px0Q8#%;tC&@DbjCh!Ey<aZX
zGr?sg#wSS7c^Ag5B2fd;psEfMULl0{2LdG`z?Bg63xs#6^**0HaWz1KYJlfLLU_cF
z{QfXUnn{kVA{)slDU(SuMF^R}$C!{NT^;gegP9?qy;H4jS1MQfc7w7n{&R(L)L=+<
zrVFw!qa~r2O`{aLjPI5DR_DnVv9-Ln-xSf`q{IDlzk2XDeBquJm|i@g7v_@eb8GUM
zwqj9w^u4RD-kb@u`uoBaeiO_pjV@W`QGQhYh%pi$rK8DFb3D#Bk`zgKQ(`CS^md9C
zvhc8XSoD-p8Bd}~%;n<`n<wL^Ozv@VD1I=>a%xO%<#P#cghw#H1cjv(YKBYbh%N;J
z!)m}+lA=aaDaxc$yUkR(#6*JOQl!Vb-HW}1pI-RcS(V14aJD|io5`pFSd`+15|0}o
zd%?h<KovotgeM-pluRheWWpwfnNm!im?>UO5FwCq2MvKSy&sjLkqGo3(T2=SCMk`R
zRK}e&w<i$1$MQ4~Cq^*Xs!k)`S|(DBCh6U@NIyvT(9?95k{n${@o^x}G(K_`{w3ai
zQDaQWjGC>cWe%7l=D2ylBqz+TnAn`byO<0_uc5a<dcXr93uJu-NAHK6e8u$K(Ttpr
zBmB^Zs;j`kD%@&H{LLqaz0j2Gs)UAauL%F<olD}}rJSn7U$9f$ki9WCcP4~n6sOgV
zu~%s6201(AtPx#6Z~MC2;_J~2CpWBp(1!=>AGoU>-G?su@@=LUo%D9oj$~!;>Y>Wz
zRpYLf`(d+;mfE>)cGFXuUMwb}-nn-6cvGa=g!a^wx&MZT>$-8lbyv5+F=*iuxW=bp
z*9u6mKIf6R<pEyPG{a@{OAD$R4~+u;PJ=@B;&a(tJ}boIG?&k1^G21iDlj%|L`vaw
zHd9J7`NAT1L)x-ZsD&;swFGkp{L(=quNX#NrL>e4lx$YWXQ`p70?(%xDV%O;35P@c
zt>>M0S8e&u>Z%t0O#&g`{jb9Meic^gg0}0N?BfN#tH!?Wx-FVZX>F@0L16V&=YbN-
zI#y)gL&EDo4(DMcd+OTP6+CCqfRS(SP_QAJsfp$DDTJc~k4lwewYiPGo>%8zEUwuq
zS7zn@woPet{mt<D4<`V)<_2Hm{5G^TzT5z`y3+G<<xA@_xL7nA>Ko9d`LAwhPqeuK
z$Hul+T!)iuGPYwefZ+&WNRezEKS0oGrL3G#SO*?S26~5efQM<OB}NpyB{Ad&WE3XR
z42jzo)tF9rSy4u+va0y~gL+KS^;olP3oKKPp;#=m$XUQA#uG(Q+;VfGEKkW;PU?w7
zOp^3IeLx@459pKnlzv{H)d{0pI@a}ReC=F<=&GI&9OK_B{n4?v#c-be7ai8@Kv2aw
zxD;sM<f1Is|9^lxBE1w$T2<(!Sskbd(ADE!?}k+?YTiZ@9p4C|i}H?*^XlU`5Gp((
zSGM^c+EIUW{&lUC1)L&Uomlw+`dweVmlTWQ!<AE&Ii56n<zlf1UB|C<f{M2?jOztJ
zMP|-e!8**cgSB-^ZEYQ9>S{UiaUNNYc&&flBk!+A^^lb<A5-TYV=&8&dH6aOdw5|Q
z|Mq!8Jh+~LD@%#UNS13o$c|_|xQxGpT@cXzV)>>#-}RjL{NBSwJ(g#{!+K`WE=F-u
zFNCWunCMlf|2RiG>2|@7R2eErkcz7z*fzhz6L!pP@<Vv-Mja~Kl!t^1^P=c=_Kh1S
z{z-MY1~+k?VR+BpbhFPM%evSriM1@tT1kL~Wo$VZv^JL*OpFZ%bFslg;v4D)%Yl#>
zrgmFQfe<V%p#fqrg#v{snCmE{DYSLVWXcqh<_9G|%oKMf&{1F*>?Q%rJuBHH{j<`Z
z*+1v|p6~tMcli9^Csi{KJnyH&qu0Vawgj1*1>Z-P|M6UAT;*k|mo$E7#ypNa8zbnH
zu_l5dtP%u7AHI7pO>SWJ?a%O{Av8?nm5ky!Q`wF76guPi*N2)2oDoaM9?;#?U$Cd2
z0y3mUT3%}*oya@6*jwRQn!UoaPTdF_xeoP4^Z`17KD9tgwo_f_zM{I~U_3;sAizwX
zM|p(Dn@U3g<5~*^1B3#R>dN9Xqhy`5*a{(+C2Lh2E4pOLC|j+R4swXf6Q+s~5rRo5
z5atMP2-^jAnQ%h5EDQ)=2txu(3X;%<^F*J}FWeVY2*-<va7Um8AxeHDrD}3QJuFzm
zf_@gTQ2?$?70kla1nhY8w1;EfjwhJ-_Hg|K^GQ{Up_n&_tsUM;Xf)B72?GKY;mc4O
zhQ|QE4<r@{s1G|KNcc5<p+Dbb4uY4yZaj-p*({kjDb!=(BL7x$<h2j}e(c4jhJE}i
zy<cg}Xj1Ni(pP#<OrO`h=-B3_)irx|cl6e+{^zL=f#X!T{(^p#6$I-f_o8k-9<7!r
zvNL|Scgv=?!HR7SKUcaG!Cgva?hz)OGoDIoJ-~w+Z4nneLIB#>3R*b|0Sh24gb5j&
zO@zf#3lZ)D0)pAJmLNp4OsND}tAn{Bg2)llv1`~aHo~4~Z?litF;*R9dvLw+>3X)4
zrCBygK9T|&8am({SOedHZE!2x1N-0w_-FVzybqs1=z|;Z;eLF01F{HzwE=d)2xK6{
z&A6JYfo7OHAw5r%jqrASm;4h;bSYu5m1Yc$2R`NpYn|BO$sB^kgi;D`G>~-CHYf8(
z5x_(8<GTO!*8byLPM?eqNA{k{00cF2r5<dpcy;CbbxRiaZmnbPjm|xJ?ZCPC&9kR>
zRaa9Rv|3A6#psceig<K?SndL)2RF7WuDNpT0o8<O!a+1$4QV!OaFmUb52bWEEseIw
zI#sqz>+k|FWZW=BL8_#wg20DwPC}(>X+lU+RjC?OZK{41gH%BEF*!oyppo|a*l2xw
zET-U<xVSz6pmIZ}c>=JU#68*MHOEs{@`~j5`3--PBiD}uqPwlDY?^0AdG73jWxsp(
z%~g9xa=YZ)r+R_+#9MW*E-Du1m{QE<yshz}zU|$Zp5>UHK}=5$;U^wR`8BRkMu)l6
z(V4ST+s%y-YFmzNk+N+#o0`*Lw+g0PeH`9zwKmRRvvJss;xU#|tkZlPJ;mv0&QXwZ
z%9$!wPMIR7rKRY&0?~%t+zf677vkRI4svI?%iL$&T}~_DS8|X89FAj;C6mSzl8jZx
z24laGUSwQv>@@ZmX=9Wexl+KHxq|WORRHODIL^#?VpZlg0n4+5Q^b{<7+XB3AThP!
zgxJ<&cbVWu1CnE!o~*75S9L0w7~=8dRYWN%_6LUO!T4^JX<D(jc=g5d(s}fIXO{k|
z=H%m!nr-<9D9_{;!@ugz&6v`-aK(ji3v=%|QRFi7fV5uyu)hA<%HK2{2D47oEG5%*
z8eXUv{q2cAL>imkJ_D9Eu4%)4n2ot=z+7bz*~Cgomnjp3E=$&{lmb7LG8kE>%Ops(
zMq?ZB;UaYzBgWfC#u%k^QVJRBgZ+5Y?m!xTj4go!YaHe&hG9xmR!eNOI6+iwnlF9)
zK1F8s$527woJA&ydclP1%6GL+{q!G^zn%ofcbb3E{O|b4^<OWUIlbW$_(@*Yn;R>_
zo`-i&?+3OEo0iSr(+)f<w=I}a_7&bUcj9f-9_BxUi?}6~&SU51*07X`plF718TDxh
znMfD*EC5(thV*n3axqLTG8yo>Bmm*-961x{DUwWIYBT@>3k`TGIkj31S7ilOs~d@;
z3F#0(C<pnFgsM;vUOShO8lfmjVMBw==>H5&eR#sq<kc&b3<XO{@SZ~@CBay%e!{gT
z`Ix{XA@0lowm7H+|0HPvewBkFl@#E}#<PbPak`_(U#Ks9IgzehWh;Z>FU?<E4$hqs
zn4{-x3v2R!)@S^v_}KgN%PReDyEj#9b=r!l(>0^&_<xTh6VK^_r-r{IEj2fRP+wl?
zo8b<43uS^D`+dBPZpA_}i&#L^0zxWavsnk}>!|=0p)PyGe%^lFe%n51XC-@;z03Z@
zPTTFKYT3;dmdus2OjV|%Cd%{)E`1512H#$UG8qNmN~MSh$|Wl0J71Y~>44K&uAef{
zS=m#0v~sYLuB^2BiLy1!dZv@<VQ|k-c?ju!dP(1)kLVd+!V*1_GRs0zpfAuLxDmJ$
zxF2ANKwF?IKm`KUD4->-%HQB`^Y{B{<gfCRensGxCj<`9Af^)ApJLpOv_!qbG3BW|
z5~5dJ{A_dxTOb?>6TISY!&n1}FnC#LSF+L*F9{oI!l8E(sX&|@;=-cj6XQJ#+a{AL
zdmMTUILMw@&-jHx8(WHJPqw=)dR>aaD{g;qA-8N+R?Uh@*=G6SrNwW(I2jpOws~JL
zxbvNz>pl;As@hvVYOH?!KtufArG39Vd~@x>ebnjK1D>3`DK@oAT(xu8Ew!pdG&$4^
zqbqEgTYYe?)aoy7$>$gPUwc<qvt#j*W;pfo);03Qo|UaHc7&?uubv-R7_3chmT%~@
zSc!eWB2_Q&t@Ca69m+f8yJq;zFifbeZf7oV0n$bI+<DDDy@peaXFe8$THb2lc`M;^
z)rxL|D7sx*pCZB_$4QBHyxc{tn66i3+6QHmPUNSFR^Bb5JU+;;;zRrfem8%ZSLt{Q
z@8v7_H9RBW$5Ec*`6#$3P15*8NvskZ#BQ-)WGlo@u}7p3KKUQxWgpwbdB^d4eD*na
z_MI>1i!V9H7st+>&xd0>B=$Kk*k=+TZ<G*TLSSi43bi0h6;?o_X@Rw2Ektw~f{L(e
zRFu&Hof-{9vobbD>C5)V#viOxVQgr$(>93?ibkcDI(zQyynr-mwk$n&_x$1eKEL1h
z`}vK@s4PQ!)`%LM=VXqTYxM4e?Kd~oZx$B%AOV~4qG3k{WI?Ca^F5_|^+VHRsebmb
zCT7M$>Uq5r^R0+7MlD$9a8@B8RcAgFVenf~>-3yxI&tUsAFh46VkgNl!AN^kW9oc&
zy3?_fhOM@E^MttWr{H-@ZD&J?<=TVGATZe1wLZ69_Pfez9vgKYKi$(UN5CtwSVJn>
zp1b#QZi29ci;Ma44(QphOx-f=u)K%Z5E(hC%_HoDm-0ITX0PlGWMvo0af)Ck$sWPW
z3W8Vew`2c65IZJwE_fPenL*x$>WtvWaYYEqUOFmhLYL4lY!ya@<HA{?2opL46D<Hi
zfHI#8;sPfGAH}A;!@(|^6_);V8kq9lHZ7%LW?R54MZ}%|L&bou9QZ1nOjbwITFYN>
z&RJEnyffDJyXEmt*FiH^kxa3c_tMcwN{d9bZ@zqRS8$b;g_n+296hyaQA;P7BJFMm
zy9hB&MRP-@^@d6z<Tn~G*`-j{PQqb8lvq)e3{Cn;OfH=S<C?8<ka39BvLw>FHt*ng
zSS%TEyC+R|wMN`4#>Ez~TkIEih}d3nTs$sLh*!nGi5MonARZ8pi9Z)Fi8n<n98*M1
z>=HBLkT@n<MR5}KpR2}2PON@JKUksqDsMzH<Y|Cs>h>etY3MgcJyg^~A-^_?(gE^f
zx(mezz6ht&VfgzJto!Z4XP?~Ky0S6kS4^g2M-|`La?C8ttD%bF{H||4V;=k}_xa0D
zx7SA(C|=6xbTW}mfHNIpiYvU(A(GG`nk^qADV@|drG``gLC^#Mrn*=>j-(RFY|2hh
zmwCQg^8ud^iN|}?1gokEP#X;rM8zcdt`-&hgF)4t(hVXyXtu@)m5`Z1&c;?pN<c|T
z+Nx@DLZzz*#;iaG)JfA98Z)Ghs0Y;v^@@5&#l}>isyfDNxXP*8LwZ8Pp5}Kj&07YT
zrDj+@^6Ble`bc54DxGH(sj)Ev{Xeg>6=rW!QBxs%QNzTc=vLk6;TI}wj8+RkU0_Ci
zZrarSI<(F0{{#OXx$^j$p$k_RdR&g8B0JZ-x9+W17cTS5Y-J_S+uS_!OeT|#v`=nm
z53M>0c9|m$3yUouKe+I-J=xa2cT%2OY1d+B`86T;$%geO8eMo9%aoYSJw3hg=KUvz
z$8*<kOEpE6dpqD6{SbP>ThPVJkW*Tq4cUYY+xFV7+wKF5L71{Ef}?K}01g+xWa^<A
zh&~K~>)xEOBmDr8t%G(O&C5&ya5D5(dXzqBV9sUwDs79>9rQ&SrQwqydN*y>(dYg-
zUPm8(F8a*Ev7x(8#50yqIG5Ry?gQcs4x47DDBT1=9Bj{xIazweXyT2NP3;~aTU?%0
ztK~!IS6^$Mavq>U?w8$diL9AmZKY(fo@6ggeU4p1-$j;yz1o;h1XWs<b-p%#Ni1C#
zNF(OBMmRAUixCY(qeavfY0t9z*zv@xi!pB-5JHK791JdDaHq2kPie`nWG1;gIhM2}
zlL<9l7enKk6^5Q$VBKzENif)>gjhuhX*1QHMkG{;!e;2#FdvM+=wP!^=0QR+f)E_j
zd=#vBRdKh<f;*(Za(B3wxd+_C?h*GvH)eJN-Ei({cHE&XQwEe>idj+g8>Kj+(yCY0
z)Gjrn4yjf|1+>u)(4NRv+|4PR%DEM_)d)g83Fk)P9i2(@iC754d?Ze1BK#N}l**4W
z)45oP#hH9W^oMz8@2k)IyFsmbL>kB0w<W)&zMiR16xSz=BQA8&+}y+p<~19fM&~>f
zqtmmHSjb(oX~V^DEq}7&B@4$?1mf$|jq6(4o0i!2J7RK8<C^3X{>^Wman*$5b*)E(
z-+tqUITWj7!NT^lAFNzwdVT-?jVo7Ya%<^gwoI%Y_nldqSkdjR0>2I^)d_jQQ?EUj
zJ3yGevozG8R?W{%?T1$=?Vvo~RwnmnP_<!$Pp_{{&<D?;=aC3VX-^OVn?i*7aLm6i
zj7dnPuNip;*@Nt34<qCLHzSjtPXacdw;uSbP$UuvXCn+@pi>QBL=e;LB#J#!fR&^`
z6>vrR5uKV4Oq%AVCI{puiH|~V3P=Vwbr|F{%#T8Hy1?Jy|HXgJ+w%mK;{U*3=doFa
zf^}1c(~?(;N}ALqWuyt|s#G)&UcN3}l*}}|GbW*u1ZNnHh(eN*I9`hW|0I=9{Jft&
z!coO@L8_Rm?dV!_#^?2W6Nz3}6N$bpvovL$84MqxDZ~b>Ge}^fR{#B@rR#kIJXT82
z`+h8$zPze&8MmFCALz~9ZSVQX4U3bH^g7XZbLYY0Y;Q+4cV<O7Q{oxfQ*!+DnnewZ
zz(7-dG?BZOo67yM2ql<e!QpI%ER~$Pg<e44M@Ynttk+b@61S|P*K!$;Wg|VnZKH=d
z^B&7S`yp`1a>Q=YJb)TRtR;h1TiJky{s5gq(F_XENz);XU<SsB3E~QY62AZdDW~tl
zv7>LxZKJhx0P5@OGg91?uYM-Z`7l%d?HTyWrp_aO8o%?sBiCQM_hQHR@aFEv4(=R4
z-~VjlaPHROf4+SHcz)EfD|hMW@W^wZ?Z?|*L?Gilp4(+^g#X?L>0Quv^oCCPP6yFS
zSIo88^;E?+???cP%m<W&AU@9J0ys%z@giW&7L~9pMY;g!At{z5DTGt}gS?f^mh`(Y
zSsARf;YAdnT%0Hc5E&1XH8Mrg;Q`tc@kBkEXTtMW4;F!on;vwx2YB@PtkFwpWEYts
zhsZJNI5|OnKz>ABA+Jz3DH5T))G{hVU8Js)H%Ti^(o`4OMeQcX;9e_5!5TbQgOeOt
z^Iy8lKembU4&(RUoqhKC*ZJ<8b8`N9XZ!3pKkPV(6W75<Xh=hVgp!a#FbN?LTJWHO
zO0bnuu`sU%(MScR01_FXGR7zwgEh1&Ok28Xou=_e|6rOXQ97-an8l<)*A2zlduN*@
zXicQEb!SJ>_j%su`Fx+jq}kC0#m>P}PpZZ8D3^lETJvJuELBSZ-xVk7X3WJlPpAEA
z06hl?ZycsjsiplyF`pDsz#=_B<xZlyX$h0(Y~pqYaN*VU9cAFfSnrvaUcY+&@&21&
zd++q_tvzc`k8L@h&vItoyJE#=>~o{Z>0M6$VSoC!XD9QYUc|Cj@*nNkyz5PnIyE#3
z9oGppYlNCPkV+&c@1u~gE+lp6It_njw7p2Ldn>Y)-|F7aX-~LM1#Tc%Kh+;VNwZ;u
z)T6o)y#q&fBV!1LAQG^cl{z;|tl2C%LP1MF<8x-phY&y@gfBxINWEDK2h9{B*`?>C
z9nue_yOQ>{^j8U$q-pe@a=G5SL$-C>25nO|yvsIV+hxNj+d&&@gYAAJEOAm;)r0z4
zm7&xig@T7lq*BzQStv_M2Xje^^dc>y5hSfh0AgUF22An9(>|yG=U+5@?D5k4``W7T
z^0K_6EVPXu={maR2bV7b`tX|9n)3hcymWYA<;n}$L2Ty9u+3WT?dTW;+Xg#tojnig
zrrOpI9L@j!%&t9egU++*-7vX#&ixBJ0%z_=K9-|?G5~pgxo?=<O^%Uo887MIBOl@q
zHFNl!=84YIO#+NWkUoI10AL<Sr_*SY>~m)<1RVbmsSP5Kq(C5u0m`w%K2b{#(&O}1
z8mD1sKazPp1w0@Eo(DbP2$%#@KxY6v2m=fN#pVG$;6PxZ&6SM(k5bXOqSIlr7CfHI
zrHkRJx_C70UC@h5(AfM=5P#aFC;^y@zi_s+RoTGmO&bPxH!kf<)%fd4t=Ynht@7T8
z2|Y9th(z1y{LVieYwcN*Xs`EMDk#!yb~caapPYm9s)woA3FnnWK9D(kS=ry?4G?h}
z;$;nXoT@#joztRP1!xR!QZNp?eN#Tvr!*E{n{gS`Pw|X?!nDJJxv{Gl{8_>?(*T#t
zClgbNUnTA&@I<1@TQ@`Tz{3N0h1~OxYgIFnvX>giy_4Q4?;Y<wug0rHX^Rr2IW-DY
za}}>DtSC!UI+d%)rB!r+MpO>|qJ61^=Qg&$@lW@tBHkApNU0j-7d}9RcTTlbg_>;E
zWy`i7@cB+>>tpw>pZ@8xNVv&TUe>?vJ4gJ111BTV&#+JSu8X%d1uNW~sUn<N)!^|&
zE0ZnjzW?j&a7$-Xi1paZ7$Nc6nuOmUj5IWKANq|#5(gozpTi$OTK|h2?YF#bK~asC
zAV4|%hgbv$7-ljNyUbV3x6PQ@%(He55JVq~u<$7YZIqKOb_m2c*IRD4W2n|_Ql?*P
z$WR83V=ICPwU<54USO}YGwf&V-&kURJ;I)5u?Q=(-RvNXvn*iQ0>ZQK3yTmwT|DBT
zxmK<ER1y~dtb&!)BP97WbLnP#an({$P+6WdN%&ZKIWVKLUkr;8BK8d8Gh#djetu!#
zXSVmRT0HiV6HQlUI(pbkAC&(Re~|yUXZBQmFdzZUo&RusdrKSI)uT*oV(tt4GGzN|
zNcC$Qji3`*;qR#0=*$|kjt4>FrsJj`^;i3=MymBX2k&t5q(i62NS-mVY^@1_O(*(U
zQS=*3raqp83{UDDq_%np(Hh{1W*KFEmDUWW&A8p1LF8+KevzcA`4ry|`TQMzg4bT=
zftw%T&+-_=bZ||fD={L<Vz)Rf?iI(x<KlHuuNPN|lj3a=r{H~56yc0zvPLg*JO}^i
zx6xG^PP_zHNh(LFfR!vPu20id1+4kHqnlO7>y+G`nXxb2t6<a?r;fy#*i!*Ygtd^g
z3V0R#ohKHCiMRIEa}O!5Y{QY})zfQ}%egmh_4aKGXEk<DGR|Tj&i-gPRnq`8v!H+0
z5fv*c0M1@H(;+tuUij{o?$$Bz9^7as_64ZdQJ5fiVS<E^Gjc5{0UwazT|}rv;RY-C
zSV8dF2xJ5dq1vDhhK5iX^a&I_Va(X=)97Q_qaPIx3&({E0v-`$p<5Udri43!mV$4O
z3z#4%=B?BVoKU$48PdftEoCWE;)TVm01HZ))T>O~UmTBGJ5miO<pQy2OOXOcS<rtd
z)U%}P+DY0Gpd&&}Tk6G=`ws0oQMn4Q@MBwGp2pwZylHqGv>pr9I71#=pl)Q##El2v
z8@@O`bPNziBX6P=FOScCq4^xnCIwG_d&~<+#LLqR(?^gjL69!5w~u#1hdL1#R!>kP
z)*)K!3R<1opgn_0nPd_(@Pr&B2`5iQC&C#^VH5l}+#7M8<)7#G@_50aHhqMUi5_B@
z7$wGt>jcqFz#LI6DeDPnNrIQ3vE=-^IA2MNoC&9y3@6o*TIv7eO?b0lLQu3>3e0y_
zX$RzCG-xg0+a`~TLJdH3ul#XS?;eNg7~b3}+QEjqOgucaJ-e>w+*>BA25n2U|Kwdp
z444}{p>}z7{+mPX+p2)^Ty{@iq+0^lj7F#b1$uUKb7Ng%-znJ0fxKALCvxQ*dyj&p
zWBzEkmbZB0TVI;I_2s=K+o3KP%owYx%bfh<j@T;|`(xO~iuJAybuYVKj$ZOyir&CJ
z!9KN;T3X{qX_|3++%At5N=h@dl}W{7b#9m2<ElrHR4f{+j{<wMA(V&)%5`YH%hkuM
z-D7ko&7&vq*w)0hZQHhO+nLz5ZBH<n*tTsazt|IOp1t>f@7~4PeX*xs)H&6stGcVZ
zUvzi%_fw)7CKYJ;AQzwd=vl+WAuPeydv1KLB0hJMdelws-%~0klCtFy(v2b(ZZt>1
z+a4jm41ew@y;3XUMo_pz2z*0EtYUB?zCevb^M+RU2i%OaCqpZB(o#G{k;qk5Ieqe+
zkd)#_XFe4zbpez9p|K|fX(=!CFt`KSZ`K-DcC<duM<J5nrCy1U5`RQHKarTn(1Tj|
zLhd~J1L9-=hQQ9Fx9bP`A3H6T)@my=XEBvobY`5d5&ya2W;eYVpPAvE7vv2?#tfSn
zxgaM0;niUR!|eJSGvOeq^_qx3h9G^0<~Yp_@#f=IH9E~@a@cNG$>Nn|l~KfQtTtNN
zY}rLja@JpfnUYGGY*}lO1#3BOGrhpv=gS1wEfl#-R=aT?@8>+9t3L!Mn=Uh48nv{`
zYw>PU)o^~Gb<@FkiS*v@zgviWMgcHybg>sUKX|OuClvUQ%U3V>Vz;*21^<*P>z$YV
zJa5#d$DHw{350C$H@8dkf}NoUD(^@C1p3)CZT@@1wxhQmT!-$(uE2?gl)i57n~HIK
zFqrXzWpzG4`4C!FWvSKRSUvv$W@^(7v$h<h#e;z-PIQfm?`7pzun#kXXj*$HPG?ek
z<!S*Ea(DAwI_bU3no*+mMB}?oc7c|H8Zb{}Amwzhx<Voi72+4Z(-_#lg~2~UPzZ*Z
z+QA4cDPvUIOFcKU)c>1=jk|A6Nwqv%8TqqCaj&Y?d1<;Z)y~ITf%Tb8yH&G`wN&*y
zt94pdqVux~#-n0w<>D4{s%|=79v{!1&cQuxJ*!im{`SLSdDuSz>oOX=joqO|ON&$^
zWdDRot2W2ptM);)XJ)ITwcm$|&HH9WsaR(Z(BQ#=#SX6lU`N!rjzN3K;9k$W;l<~g
zZSMiJNf5Iz0a{9yO{;%p(jg02v4dBE91lm#w|hmtnKs6`&?-Up+v=&PY^BgpI!OUR
zSVrj=+0&1IYsGI(4f^W3wAsuJFr`YR%-o#xrnC?=#m_x~RS1E3+E6rYv!AnjNW}<B
zg&Y|uj73Ktg-0gxqxu6B5jQ}z`^CiDpuDJ0Vewr|moB@gWIOHq6QRR7<lxnhhXAZx
zg{fia=2^?X+wdJTSgu!`>>!|bdH$PLEh!M(xkqw{9L|NXA8C4(x8~Wpv~w86Vl%vM
zhbucQtu24L*;NR9EBcn)*v;`SbAN|Mnbx#VHr=1)Is`O*bjnjNr_*$l%Sk9){Nb)0
zG<?Er=C*kndo6VR)g6*>6LA|3$y!nvoboGgwNLi1ZuyVe4~Q00<#};m@bdu}82LFk
z7hzG0p-c296-UEg$A_57(<NwUUr+pYxDq~}39lqBDxDzNH}I?&=3>oIJDu9O5fydT
zRKc#1_B`dl(#3klgY~MXkLWUJKGU7FBc`a(&W)OJAq~WXaScB-!^~`I{@~)O{r!U&
zFI1s)&k@8=(8JCDBJG^{i1*rhG(ozqmI=+HdTiM<()8%%?PErMsF+o(WXngPZ*@$J
zP_0a~Fudu<)A6itc>;}*s#}Nm@BsgK>4&QLYlkI0Qy@|Rg>>UHDs3JJ29=&wvK|G!
zxN`RV@wll|)5vRxnFgcD!bQ024YPay(2GkELO-O(H^MB@P`EmXQeIw#WK;bDaG|Yu
zXEraFQlzhj9_!7QJL9LH8E4CyF(G8(Kf~m4jl?i0fO1n;%XmHOw@*_5Jfc8l^u>I(
zBrHu!&t1LyoBl6#OMVfRborFsGj@Jf{q`>1+p@X+$P9?I`MdXQ9rHS!9=*o{=Y8DB
z4`<C3n8-~lhfAy|*)NokdNWXjJ3+3>nNw<RaROsrsN_kZV~R-~;*L}BMzMGMzRp3a
zKa^}zKg@K@b`n46A@8_ebNVYZ)!iurin;aLG`4!rR~^vCqWQO3>$xiY^fd~2ba|DO
ziy0Prw79j}?H$w8Q+hO*egVUx!wy@PRxnF(Iu9P!I%gdnqb}8A)E;HH{W(6GI-er2
z^=f2S>@faozeVDv0jOUlaAS3e`ogLZ_l)Y8*7H~==mqrz`a%Tq-7Ewns2akI!Bh(i
z0N%Ve5riX59YdE!uUIRR!>+As6E)B_r>ti*_CQzFsbS0hy|{jU`G_#RwrlO`(<#Rv
zK)5=I=n(o8H(jf@#n<IG_h|>Z;Q==s=6>aUy0>NEW%^=J^RoUYzi+>b<0=15)DcrA
zh!EwRx?(7Y7p%hw3}e@d6J{hLEG5ZVxv@L%q(KnRSu}wp4p-vpP_yS<Oi&*+#lU-S
zeoSUY-<v%E!s83`=cB+*stEK5ySX<UVLXdsBpo$_8d=Wd0eHk0al8y6Ou#OkAnCv|
zb_-d&%1eL6*a0ire8(LpD4i>Dd^A!3Q~VFYPka3IUZ*nVRtI(_d;+<IbV*xcp`yx6
zRSc;Ty3{<m(u1|JMYv44xaH(0Pj-Jq@_oX0S5wB+oC7PYdA?whTz&$JXD%tyOi~{5
zXIWDgQwic^$r*~_^Nw~M$TuEayU5H-UGJUUQ&H+vU)I#DUmg|*V`FoFFQym900_*P
zL{3Tamzk5MsAq$iV`T>>k!POXQ6<CIbwCk){28HOF~zqr#&Wx4?<R~yyGoLMaGz_u
zKLXipOOa0|IOi$A5rR@k<LV`9^a@6<UC2QYj2`H&gf8X!Hz5olthO{ymR*Ao13`Jx
z<ZUGqI3gbr4!47OMq%E09LwN7tujWO;UwJmaBCTXK4yX0H<dsvCikhWbUlzx@_Jid
z+z8Omsf@z-R`Un(%D(_}?uRFA$%A^apBfSYiTUpf$Y5MvwYL<R7>CCjT0#MxPf+{s
zW3fgy+Ov=X<e_P<0#5@z5N}|<AVQ`{2LKBu@t4_9Umbn&L6~iq*{f)aO|o$D#Xf~T
zLUi4+`0VMKyT|>JjeeURZ9Y;Tg*Se7v){Z6JCHydZh#P&|1G-v5AXV)P~*2I`|s$k
zl(3?_*#C;|()}B7`!8yfgPop}lZBD-UwZDp5xoE4kKdx?|4Q(3asC@P`@bc4|HJY9
z|48uCG5y2;ejnAp5Z-U1_1_U*7B)gACMK5u2a5B5MtC{?$07Sqic|9cHe~++b271g
zgQNcs7Vkgj=6{qqza80cANSi3{b%{_5-%I`f4IB<vUnN)qvju3_a9~UU#{){t^7}k
z_n-Fv-QoSm%Kewc``zCE&f)#Xz~x|N`ae6o|Gti$^V`h*$LRfTlZ%=C-wfXGx_^A$
zf4Q~)Si1jJ)BUIQfA;0SNW9+y@IM0YKS%UW{r^$o{b#%HG5YUHFB8|lNxa`Z{L{-n
zO7FjV{eLU}CxiF@hi%LHUqI*oi<9~fVErFXDkB#M^FKiBe>kbW>VB#!Cs+a7J`O0(
zeTU=;A@QV}q@=*~q=CM=cffyyLLyiNBUjhO41t@AB^9|9TZ4GCSN3rMm)ve!HMKO$
zfQR5*_*@nCi?Vy$w-w%UKxQ3e%NE9oJLgkPYQuBT-#3fvuIqb$-kGlJzx*@TuUoKC
zKxmB6q^=yUH4b-6ov{{S&mf0O&F-Al647B<z)!hD>bYZmd5h&eR#uRh84!Zk<UPFo
z+nQ|!V4m!Vg8dKWtq9xjTL?h1sX&T8t^6(3U$s?N{O^|rKyPoqA0Hn+gGhOSc5?b$
zy6rrLADKTSc)KG<$TlD(hRsJl86g<ufM-b*;K_Wn-JceKKAhe^XANgGrSAm2;dh~0
zf!%#(40p_b(SkFs{#>b+g9qUDo%9}!dWia2OBhs@DSG3^pWNI#5e^PW--Onh?(#yS
z{W`$HN{e9Zgk^O@SQAC1l>*5h%ltF68Pq^otxKLNWi|u?434Pj{253XI1^ZUd<*+b
z#~?|U^n(ZorVr|9SE4lNPZIlv&6zb%3s3c^B`*8vJsgBzqCO%QMDd*6l#KMr>^!aG
znDHhIy~li3GFT*AhoxdY$6vT$aS{>*u0)sShafNEaM$9)P_*C-rPmO|SMe#A3d6Ki
zl2@xDJdnwcL1pf~5)INiaO#$w%zXb<LCzfWc^Ru3WC~##<DT!p-c+yp@zfso^ak+P
zrB;yaer>brMm23V6g`UZRHj_T2uBAw_A4)G-`tAz<4Z7sXdm>Ww(`<DZlTmrG5*Ab
z$P`u#{pb!<U3Xef)RjnFGfkl92Ewa=aeT=F>soRJYo?7({QPO!Wa~RuZI70ji^h!_
zd(&3|>xbd1<Z}1;JYF{K%DEpG<1|$<+P_*4gtQ=EFK*GNvP}?b#u%zA*saMJ^tqk(
z_e(VlI+PFUdcKq!nBD%G+KKg9><~`tzx72%r^k22q1#*&Xe)(Ki^agv1(4<@l=OiM
zS&GI($vdPa2}T4~86vUO=vY8~|3^JcU3%Bqmt~<?$D}EuUQxs;yk=NnT4Nr!N^1#g
zrA0)uk&!xdhr^}8R~6u{9lPjq8q?c^YuuCyW@ecHUe)Wg7$v+cNF_E#KijN+@X&e0
zbxp*Fh+Elf`ZEJg7BUWewATaAB4VTvO$uzi2y4+jRO#hnovTPz(M<=*#z_lICfjVD
z*)CCAzL=u`n#6=N7vFq-(wIB9*G@R*GifIhCjdmFQSJ2ulSGpO+t@7&dJi^O>}2Hm
zlNOSqPjRi@a9antElgda`m_-mxxS}n-ZU<wANoeklUqs7s{j?u#Sf%2)tBNf{kEDC
z3Ah3BN6GRY;rgY1@-Xf9B`F?KJl^5-V`RNf(0CB58g#FrLxYg8a=<TpC<a-OI)NOq
z_~*A|eLG!wg8zZi_soao5ZUsmx;#{xt#}DLvVj0Eo44`VF*BPNc86#Y!25O1e7T7h
z&u;r|GtKbrG(EQ1-$iF$^yJF54=f%}T_6JRE^nTAz5FK(<s@`&p5hh9CIf$*m-~CY
zoE^@fZAY5^s;~AVWl`suZ}w>XJVz@N$e4~n3P|1rM_+`2%L0Cdg9po%F?kcb<7yUB
zltlOilP;_XN7Y@QKsm^(c3@eOKKQQl$dO#<OoYeZ95rX<_6wy$?nnvLY3ZGhXnFhQ
z7njRf?+enr%oRj{=ac%e@$p^mYq6ULMnF88MIz|XExm7M?x2k44>(V7wdI(YOkm+O
zn&28*@)JTg2*6KV(pTv1T|Qa7>A@Qi^T1i_HVyTeQdezsP-Y)IWgo1LsZY!*-iOpl
z9*-$dlR3IX(4>xQ2ECbgym~usrR+Br>#jI<`f1!j8ka$gJChu|_+oXTXL6rkm-76t
zfOmsThK(`GQBQ|DYRg=bJft_yrJs2ocShZ**Zbk$C=*crV|^c|z!1Tn!;RJi?>^)*
zSZt0hp)!)_4ouN=a6VY1;f>>AJ#rBZGtMiiusAWR#v~V)z{<FrlSocYDo^j$ZW>oq
zHi<iQd<*IyCmPS<#v)>F{_D2mwzIaA0^GRvx>ZG6kIPrgqnJ>W+QvFebRY6{jO#c7
zyqzEAt8Fy&gB$y*?^tQ}#Xe_F-ckJ01jY5U1hcTLax+BQltD826394q(NE$d#VT{f
zb0%{%bBIN-O59P8P0#0wxh#z-NLZf0Cs=jVJuaHE?7C|HZ0@hh#;e!5wLBT%Od}Xh
z4uM*Ve3K$EVPIvV1lI=_34e(m*O<<o{0)C%&J93!fUcD?gEx*xcX~#OBYMs2bs1OR
zN4S5<6J~-Sn_D<_^E6CjSX((z+xn>*C|2(6$5+6@t_QcY`sPYk(vOa{u&wdZq1*gU
zIfEIGdE&447U^6w(AGx6sG3-5I9fjzq|CD6prY#1p128W;lkV$T)6Ashv6ySTQjU4
zVf_qQ*j;U)(O<ec=_j-2Q%R{!sYMLaZXRE65K}v=vZ-EKvA4WyN_=v|XUg_wt}hTM
zG#?Fq1c^Q*Or?%KvK02$_g9l2Ke}l|38+;<5Gz$*Rryq5A4wHC<SjPBXk7S^Z}ALf
zp?h;*I>Ov=Ph_F}a*93;J1D!Y1^<)PX}QySESFqwp%2Z*r(s7*_Av$Tx3Do{f6#?i
ztTzZ7f*1fCqV+%(c|0os#*+XymPD^ixG`$aEGD0{aL9CL=bYCmzD;_a7()ql$I1=2
z2y?POwM&=5T4roKGB4Es?DBq`coaV?HhAy_)>IHwFV!^0S9{0K)i<u^EKGmrHhtb?
zl!*Cxu@L?cJ7#*&Zi;f-6)V@(B^TSZYBNCqg7kIRu4|axKF#Uh?c(QWce36s?`ucl
z{x11GIuIuZ=Y<sPa0+!eBpV1s5~iqaC<{`)wpd6v0p4<uI$eXdY#(Zhe4)4j4F)H>
zCQfb0NW3m7)_gf6LRC%PF9N^Nj@;y8kAf!mD{khG*J<AM-_Nh>=UQ`yM2=eSK0-o=
zc0p#N;TWc1%wD)*Zirc|7wkRXeqhu(k@2{vPrR+cu9lL4{iU_`odL0@`2g#&9$`#7
zUvCL?QdSdD`Ui?i06nBejw9I*X(x31-Wai!f`PC3z#Sm6X>5w8CN)}l%SpY677we3
z{$9By6?FBjCWOnQzpp}hQa5<MQR!ajQ<;Mlqk%^=35;!LW(N3p3iGfFG|BoXpg*3D
z-r)UPcFw3>joi8oP9{M2*dxR*><)KF>jY)o$%lP$XuW^6Y5uh{ogkWE9i&uw0paFJ
zmb#OoE=Z)wYAhny|D{H#Xk>KW+5D)w7s9*Q@pt&?UVyv#f+d5iqsDCM?oVLoo_cn;
z-vQvV{>ne|WB26RAb9Ax5RmKiQ>8<Ha(m2vwEH<3JrXct32#6;dy^qYgj~yAxi@q~
z3EGo*hlSq58*YI~R0pazf{n47i;Vw*z$D_`hKWoH+yVZUit-j}(k~K-I=yRdTG)t%
zB^Bopmq3qK28>OzEcczpqADS0E`t}5r-c?O%kpvLc)R;Z7fUuo!2kM;!?q{5tFq*$
zNBgvc?Le5Bqcrf)9zFWED~J>Q4{Vj-O37xTaf2l*r7l!xXinwC#4oHDVPZyx1S>-Z
z<vH+VoSFn@PJArRmaL!9ueqQo4ww;;tzh$k#lUL29vKud72?F53|L?ugR$XTzc*L;
z1`~TeB&p{tiFJc6c1`Q@aSj)goFx-UE{=(F2Dc9J9ciB_YgC0}lwpR@m61)zjk8oo
z4v!C&a*U<sRjU^x`c61tf@TPV=N!J_kQ^W}6y6j<%o*Atq;kVR%{>+@H3d%~C*iw5
zFx^^%gr4cw!;aYe{Aw$JuhCYuxXIMAsffwQ+tm!jH9AD=*S;hNqup6eHNYpn&SAZy
z{$%NTQTq`h*yrOtRY0=q9$>eENN=ZkZ+@~Y$NJR~Y2QiOO~)uPZnHv&=9+ZHLlk7B
zKV)%pk5YdXDZ=Sb|H(Q%_yuH80MYOKR|yHd&wq^I(wW<Ct`0&cy**IvB9U+ZeyEBV
zRBo8OZ4FFLWO4v=kol(3v|>H@xQ}sftT0@h(Oi%Y%abMJ*%AQiWUQDm){9sg1m*Ul
zSe@{bIFar`ojvABsT#!*#looBg|!llPs)S<Klf5I*;m+^Q5rjiF)%K7T#yOaZ-&ki
zS}iKHpz-C$+nrViocc6v@i;g#7EB*K3pyQgCY9pacT&hGb1@TjFes1NPe&I?ak>g(
z(XI+!c0WeN)r2RmCDw&w${RW7udhcg;lLT?j~XHQGHtFs0Rn%H?2o$x9suk`I_*97
zz<qjoYuCK}EyfA=rr1yz$nRI3x$(ufF!5ZveQjO|?QYM5BZB;ZN=N~yPp6f!o&Z<F
zrLdC|+DxKjtgh)@osaPC{YColiJ^+)X{qv~D3C6u83RDHpNrkaF}mJZHyaLu3L=0I
z)hfg<*E10QLmP!o60KgF&b)fb7#SJ0QCi)0suy{zf;k(xeuZz>#Z!<rKM+I8V%%#|
zOKeaJ)B6y3*|8VUyvZC$1^Sf|^%V87-!KYgEPRQiQbaosX}TK`f#Q{dqLtWg)19>6
zIKAp=AuANKshu>6j21s+a)8Q0_zG>*hnGABR8&@>Nz31qc3#D`n^_8un4H|{%caX@
z^Im>oQe?s#?eqlBIoSPa`gHs(Et4!|V^re-Nsr$nsMe5MA!zzs$Q>bVmWo|WWE~-1
zzf9z!hsSKVouTuC4F&VE(p-1RZz&(?Ma7Qj#slMbvXG3NYA?xQNJ!HF6%Q80Qp`%)
z#!=iTGHxVcb|NH6Pw4gD!aHc5+`Zqs(kB)2iWVlZ(THcHskoUQ`{4S66TBs>@u=a$
zA~H)Amp;#7A@|trbz?Zh{yqgUMy2FkjC&t`ql|m1&a3fdyfLe56sP!z_^GRCacWM&
zpk~JDuGtYVIwCliv{MUd=OGcG##D75t`R!b6LhaL2qoYT8>xs@w}JQ`?=M*GaZ@x(
zLYdIaQ8R1CBK9&>*Jfqb1uV*5ML5++b5=Yf&PP`^#fEH3uh~uRZl6*OyVV<eg%Nd`
zdz&W6zLbxVt%U%c4b>i6%zCKh`qj=ZA3IAEIA5{Qp{7+oqV#RvYr$wPpZZaj&$HOe
zkG@<Q4!X$H5k2+BQG8CPgNMYTBC#gE*Fbgcr7hCmkAr)imJry<RhuXW*_A@whVhR?
zl@`_Ef+Hdj8TH=2j?>S*&x<23zS;`uRI8<IjoN<g1@%Bbe4*f^9J5&$cuVN91VP_!
ze!k`D5X{NEh3J!=mbc=)rRXo)l*Li;RR^eY8R@Vxjq~!HDYIgc8l<!(!@SKEHoJyJ
zG2EZL2xl>#A-AI#3sL{7-VI`=J{m(Y@?++`&$HW5JeaR7e+TXbzA@YFhhC1C8GUwA
zUKI3&nR}2m=2E5<&akCaNn<&a_Yzw`0V_ZE$zC8?ySy>@4G>rhxV9+Qn9S~~=+#u;
z#xrm&eEq9jQR?<#?Q8eRQ3v-y_P6aCju$f9L67@pzyC>;RyB{|u)|wm)ZhOFP|QHb
z>-qG%>(C4#k#@0>Cjk_|H@%MA>~K<Im(cpS7PpRx16boN7N+jn9=AsRWl^Ba%()Du
z6M`Qo1?vZbfrb~-T(C5(#s{`sfsg|YDT<p!vX_AO5hpZ42YKQ?3rRJ?1bM+3oL<xq
zZ74IpUJh?mr9w%kEp$~uc8=`kY0a)Ap3I9#HNU@6sy6kqTIaT8-rd&X?T_kkr%vye
zgpO0y3AjXX(Q#+}>-JRL=;~}<)Y56L^|#fa|8+3?%cOI&IIHcB)Bn2jZrYUjkcnv&
zP6#E?l=y{`?bLFmNF7|8W_*oOEWv)u8Y~r{QqazS)7SXmxo!qKuh&s)FQcay%!jee
zms+>}=ybje(5eOW+1HlLtNFNxhIDa2V|<=+@r{`tZ%a8}U32vO{qXCCs_ZpKyVg~8
zW8Vc~##CJ`#fq>j<R3twTnnvyuDOe_l}t1n&;td#lg=DX;FzGh1Ac9IFZ9(>$I^Y7
zU{+;0u$gjIr!#327>KjcwplY>GqGywv^f(mDiAK(RpDi4*gX7JNS>3n$yJw4d&I4c
zXCmx-bew*4OnlQ-@*eRz0E7XQX5^%g7G2c&MVl-(Ko)*1#_z30jw?hFZ0-A8flS#D
zH>Jhkl`UxT$<}vH=wg<l<yvurR^&+NU0Z02HhWi#9QO4MqvB-SAYS{lv3-)Y0UeW_
zXT4X0g+xC#kNEH&-}8l}_u-|~8M{$R1{<&L!rIhH1IL;(*-P7v;W(^&gqnbZ;l0>W
z9~T&P2JMgeFtg|jV-0e9gATWyyjg||iR%E447hEL;favT<fF_6L3(10aiKO<)RdM-
z5MGAw>^mY^S|wfH*+x>_;iB1tU?PL^>nw*}iC5pwa&-xd#XATlxOCiF4|X1C3W)4X
z^^iEcWbW0^%Q!INI3yDnT%s28rB$oPQN|D<XX$z6!AGJqn*DR6zHTIvNm7A3kg7KL
z3}!3`i|kaE*xQKb$0gZe7VMc)p5(<$Y!7>_meQ;Fx|zIyqtj0uI*JK%1qSB^^Kgr&
zXxKQ~Is|&}&Z|P*eU7lKk(GD5>mP3Qc=5SWfOh}(7T?b(3D}acgDLf3FFMua*!r)>
zT0O{}Gg>N1b98+|0pYq?2z<4>Oz{E-R?t)}iC@^Qz?!lco9iNJ_=^wqS`f6@ylOeP
zj4$}z1+;pi&<zy(61u4=!;Sn&1OTe7P#O)4I9x;x^(2BlRD5w8>XYf(K}h`_)W)5D
zoI|Z<{vR))#5lIzc?xn(eR8e#8(cV6O=mswV$teY57=qJzuS!BcG;s$gT+x%h`c+o
z#WXH|77bj#YzlEVOiV>|Z0^Foj;8Ee^cz`VCz8Afk=?jl{*v;@Ih82RNB5A-(9%>>
z)6`VcB3$yeSX;!1Hj-aTzEA7obfECU*y$bVf@LvRpv#Pl(R|$GQu7gpHP{K{GJ~in
z*RG8I3CtITC+L}Ju56h_1ijDvJ=+JSEA!ciNstsWo@Sl+SL`KuxD<?#R+n;IY*Ivo
z81N9(ld#jmA_BJ%A}3;9Ah7F?u7Jz3+i-)pyk+2a^dvM;dE^GzZWz_FYfzCupkHEw
z_=Rr3k8QR5JYg}1R!IRMIUsb{k}U}CiWA}MV|U&!V>&nUnVJ%pu}q0|Z&ryx?6dG;
zz~GK0+DZ0gyHvdisy|ZZvaSly#Xv2k5(#t=5$TYe4&ba`4I#Do7v=S0jymxsxIoiM
zkV(SoL3<+}<Wl&5fQ{2HlVQo7B@Gsq)-p>|i5HWWmC~J*pv5IGOJ|qx&GT1k6lItA
zTS*d=C46E+7ADFR;|i86QVZF&aO<AgzHuc>xu(DnQ&kjhkG5MvL{tsUyGJ_8ER-^z
zQB}&Xleb7h&i3e~bqfWQrIQ{@eQNL;?Y}g;uG3faC#ZNP-m(ytg%^sJ<ycujU`9cU
zj41u>K?jDZcqEz^WQVqDHk4Pj<yW>el)#~n`cUp=JrC_}MOboi)JuX(mQv0H0agPN
zDuS@`PWs(Ao`9mBPXOhMy-4(#CuX`qa3dExo!@dJ<Y)JAr&{^W#N{oY!+k51xJ&Uk
z5HQPet>@c|3RlKcTRHpQUo@#jX1N;>@<!iE^2T&kBm-3N_e`G=!8Ay>K^3dsIqkT8
zi!hsptx~UgBo*Xa%Joo5>EtO1U1xl6>DS54V=GuUufnMHuQn#D)wrLX2Eaaufs(7n
zQmP}^ZCdV3S^{lELXiVe%_Y`25tZsjGL|`3@cr5KGjDOkonJb1gkEzrD(K+x{?3zK
z1(=BBZs?kKcu3P3`QIx}Ty3L!VOjBYJP~{|NE;jTo}?TXhudMhmuf;XRpH*lMB*LU
zh^zwHSFxW|Z))n(HucS)_-gN;dkkmv+#vJ4eZ}C`1*M}0H}r%B7ZKKe)K&-s3~13#
zU1}uKNXtlIY9jbdUtJO5zL@K1LLE3>6oE+KJq1tz;qqCM-MBK0_TBtI%yfFRcRXBw
zMtr{ZFp|~GQui$Kn2AM;Ul=anvU^-j>y@=Y5IAqU$}#AI2a0Nfxp;bHjRYD}xPp7l
zyxU?04@fywd$#3AOub|va9NbKivh=zKm7AP0M!96D=Z2*oO4JyisZxmZCE@6)loTN
zm**xA^XbLc!Z$mb3YSx>6W45PYJQlpeh^<!(YtTe6!`txag2GdSXDu2gEu@W&EWu<
z%MgX!LYk$rl(Hg}*{T*Qs(EbnRXtG=?DBy>LGX=W6V$eR8<YOi2n{i#Z*vKz_41Ot
zoXdf{SRS~G?!|$g_@dRxiq*_^qaZO8%~hc=r=+vtxs9qokg3|h5^XptZb)kIX00Vi
zk=~K%GVCFLploDCi}V%$(30kUg}B7`;Q5>!Dqg$j=L>vU?JofGX$}4gwNX11rC-61
zAn3KDTySIMq==+?QEYc~9V`>7iWJgs@w5qWKvw$`t%KK6`ZIVc%$d#Au?n*SB0+DN
z#fsBkb>0~jikLMEPajIzvt?Ay#k8OY%F!7@eoE3!QKoh~SE6Ixm0`1>Py!31q$Z@~
z(JyC^YBK00LnKIs?wJo=%|YAfE){4$yzoVpPc2-XJuv1~^LK`$=vd-W7oBizLLBHR
zi1$ZHQ=>#q!ew-ekweOfy#<wZ6P97<@9Xgs<LtW@kjhOQ=<;X4bAiz;5aA~mCuvAl
ztE88KKlAx$PiLt-Cw14zHhIZ(i^1XYKeaSXdS5f>bpFz92)v3#z~3<76^cS|*!V%m
z-^Sui7Tn^$K=8qN>Y~Dib@pY^ac+{$d41D$oeOBf%b&@&7$Nr<%k|?AAVr7_#g1u%
zhp+0F6fG>9EjHJK4&56>;)f-<kOl=$l(aJ{nipQNs%lQ1qjwE64H9T=tg<}HkF&BQ
zI-h4sHE;M1F*a=4v7t~_q|mwE`kP1B_1xKW^2&#3Xbxl^4%CGC=#tySnUE}k!Z8Z(
z!m1&x>9L_xMHkSYcmEfsf<6YQKKqRWnfb&RNZ(I>lC2@fCOi405y;U_2Ts6CCvU|L
z9R?mKzGy<vS^p|^W<33{`YvQr+F5(qsE{Cy{E&y4CSSr!nq(=BY*cP}(E@@A1k)Fo
z3FXrqh=jjhQw(m3_?YPDo>s4~OE0sm&`Eo52g%C9SlvdVZroh70xtt=SsdTX$aD6|
z@48jfcHKUMoM<s>dNlfaDqP>r?`g<9GmP3KlWAammiGe+Q$9jY%BoT)sJ7H*Wn^5G
zK*Ua1yKU7rKoSNy_N(KMW6Nk}$)W+jt7iqf#DV%WH`#%^j_4YJ*-~bWw#<0^l|D4P
z3g_F`tDmZyz475yrq}>f@)+e$E7lOF>}UQp*!^XK;k{I<$fN2j+Et>qimcJWv5R6P
z$kFCFCActf%NbrsYsH&{Y%(H-dogbrjqx6+3ms6%w#>2J)WBw`BF@P{EWF^_q#1)|
z;|mj?kHb%MbT$(1dECX~+k+a*rKmKBHQi2k1LKe+r+AC4A0H0cW#iXG7qtVaIL|a3
zGywvx=9YvgT0Q!y6C9s^=ksJNk4{dlT#d%8dmA8|&oCFYa30h29bPR|RQzy`8%e@B
zaWw||bZhdCkRyGHdv;AIAy$yJ4v{46YmA{n{X@n3R5^`mB#PSyEK*@+-V~#+TM<Pn
zcv$Cc(_k0DJ!|?*<gMj7E~W;Mq-3WK04|)+2Zy8vwZt#-AVh_uzt+|zvA58yT-a2x
z^<0?lrYoz5CBDTWzL%{NRHx0nao*4w-ejq==BvA^sYuD!DB>%60j-GfDLaKsdK{%n
z6k!c!r-6u}@*R6QEOFM*t|JDN*_|cQrfxo=6k9IV$9iCG;3^ppNXNL*<R<zNF3m3d
zLT;d=oHgYeMKJuW3&1VmSn|_pp3qFgN%P1h7NYu@>koabuyq;wY4szYr=#xv<fE4f
zlCcbi#nyV;i;32<d4>V^qq4KWj0waJwan{56H^BpLW;P7ZIoV!?BV&y;JS?hB$HD_
zRj9F)p9Cv-&iQ=6=Z3$@@01Kj8Qc`UDNVZV=HELq9$pUK*Irf*&>u&*QtqqD{hjp3
zfAqiKYVFIrSp1RM1RIgo&045lsLsjciC?cYrPCIy_}L6uE}4a5@agP4zH1XpMJuK$
zVWQe7rttkaOO+z8h*<qQP>jov(3WrubCod~I1+c<_ON1D97V(&#TXvLwr|Dx?67w)
zJ74vaui<tKP|b}SbPBZwfaQVxt1maW1C)U>2KiUw`Krsy`NW1#k0#HEmc3&Z*?`eE
z=~IYWUq$Plzqba|ZgHj)*NgA&U{o?hYHfL=bzQ$1uO+jH+L-v%9t<3$FN1urIim{P
z*jiSF0~~bQkg->r7KgR3+A64m%_h1<9uQ%EJ{M;tut0D9yE!~-tsf?k@IAQHs(fKU
zB`?k^R=J%i)q1LwXP0rlMnRK$*9XL#LJ{VjUXTIy3T8jIFCVNPTmY822L2OYiO$}l
zhRl9$AMXs~gwQh>W#6@9gHGBD>B*N@j=GL2*+Gcz)stv}7+$&!JZblD(JIxx{H>Og
zqAw-0F*N)sJ^w;}pE7yw9LoR}IZJm!4uMsSIC3*Q6ck#GwRYl5Nli2*4(D}|5t@y}
z--wOlCi*+a0xqMh+jUx|4O&F=?9h7&@kUM3+-CQ-2+b?4Pwh$hkarj9ZauNI`h?Zq
zfb9ijiGb)8nrPNergm#9k7vv`LfqV)b)`6gL^}(b9{hzAjq$M`St^kau#R_8>f3=Q
zzpa1qSYoah@dZ$?l=>MBB>1`^(CXL6R8l8Uj9;dj_2Zqkj#TmcwdgZAjiwYk1JQh~
zwC7NqnCsD>JkjF^8olPxLvcD7!Cvu>Ly{8Fo%U-5A`cG$?QODinNXIMRgoLlsq<N5
zAF{pZe+8NP9#M1z^cd<beCRNcB~^l#(S;#9Wa4X~ygmpVA;y}<tW}8_=5vc_>4*DS
zkCtsL_WlA|4zdYudvNUW2Z97ep#uZKVFV0ih(Gr2lE>^~K)2<&XEx)Cp#E{@U_I9D
zB>kn>+59sIm>aDhx)b+$M51vlPQ;T)wsoK5R>Bjz3Az)cKAfWXC4M!gvH$S3b1L=6
zJNShVj<)SZ^H%Fzf^J+4rExdEs<6O3IyJ))Rj9_DbbY_1wDy@sSjxgU-jFPLyD-hc
zZB=wGcufY`%Gj88>juKmG5H!oGZW7O#3*{2Q~?gBA{}!Zsic#Tk=EQ7ssd^7#SJVY
zxQtFM30^&f&UPqA_a^o&dozHxBd%JTthF_1b4jPW+e?BMcKb3g|8r9@X@LU8x0f-A
z+GXz(dZF%YV)%-Cpy5eCBA%}59AG>f$Il6y_!g`0(H|-AXbE|1wKqTD^JYHDRl+!;
zSCb1=Bzg(AVBWMOtR*&m4W3L4^87&?J~cWLE@B+Nvoe+4(b%%Fca6aHstlEW&W$I6
zaQQ-qo+RvDL9<A}ELF(5`P2^(J(V9tA;y=hn&Z$RJ3gE|sk>lWiIMRNY3x<gB;{o8
zoev2mf}_I@$%hhDE>z_Ln+E0U7oHEFm2frLQOBkCw;2iE4#o*O%D1+8rd@k?`#Bl5
zv++<g#CY!ADi@HB<?RSK6&m1FFBowq{o;k>2jJ{3;HqZ472>a62+C;H#TR|}Vc6WX
zB_m_KGX-a$c&nvvj?Anxtktidb#|@rn+n+FH)NCgtk(@R@7VuJc4w*A=1~!C_-P(p
zUPV`i7uuy{1155}_ch}F=Q|R52l)LvX3^KfJ;&why?yn>g5DzkI|8862`VxW!x9U6
z7Nh(pQ3*ViA|W&tDP4?Ue{}^`s5=@vGz_{e8J!a7o|;fei<lU8vG$T1I5ep;zH(C$
zLYY-xy59_f(LA=8z?ZYdQT+A&JyrAZ&!>#BcZkWr-L!OAj_l?6pN*`zyhgTy<iU+Z
zB1R_SDT#e(%BfI>G!we(PV^HTfvCuA2F0ZYlufCyJJbXLar{CH%lVet%(HV}fFfYP
zjoHyCTd9H98?*Gbu*;mFU%IoN5<d07Rt1`!AnUw`5G{LO$tz4%*ho~vR%F!~XVO>@
zsn{)qN)pirjaNk!hzV-f`sGz+Xn}7eo7N<G*_fGow$pDeYx#_esi|Y3d%31*Uktx+
zDQiX`O6qV`GFe36%<}N61(VT|Ulj}C7tW%EvozdpS7>*8j&03xXvakFR1YCyjWNjm
z-QYy;J;*WAYD}~=;}Lu0MSI-L@A6n@s-MVD0S~7mSBg%n3&9)mD?J)ruEV$K6D{ff
zyxm6%Zc&7x%I7cEC?aQ9UiBWizIB_RTOx+B(lXO970{3vedHu^#^eV%2b%!WV@?kv
z9$TKv4&2=791c9oTyQ|&?0ZlxW;fl}@7EV@o+uuqV>t1Hb>;(7yiyjcsEzS)-{f`K
zl=>+cHP(!bs^2J(kCI;?%Wy;^p5@h~_-w<j8j?xzEfB%;C`eSBt1~H=^nKYf+w^@h
z(z?osC+A}adc2=M@Ncb|VEi@-JyJ=||CrlzctmuJS#AB4hJI;EUU0UiQa6)Usud-N
zmxe~IMduHbD@9g=S(M+X;BPfbRApnCgwrTzslPv1D&vf4ntTrm_*p4YNEXb|sGRyL
zmioSx0d0*ekH8SJlz|N1OE|0ze%650_)C`kmukt9hQdumw=e+2)z{?&m|oYQ%C~Y-
ztg8ZsY<A2e^&!NJVx<l*!T7$p>$=<h!K~9x$<D@0PHrek?W7E1BAGz{^doP%c;P%m
zv^>Qkb%vhGpqBG-VJ6~Y{Z;%rAf*R?$Iml%{>R2&{Sld&8ER)iOCIsBOcvy-KXB{|
z1B1f|2RpIPF@vrU@PhFQqDu1#=^k@LjtJqqNN`@*^>Qi6LeAKslvTWEj}R2~v@-q5
z%CI;bUpxWXu|?D%L7?4Lk1o}dIyBzaEs{Rp_lo6R{cu*0Tni9q;<+TTGov#xGxnI%
zKnvIWk2%prDbAx?bu8sl<CngMak@+_C{54?z7qFPJogxQ?m^a81w*(rQM*~HD@`)_
z^TEhaQKOg|N#s;dF_<BjJZU3RHYpaaP{vf1{O0H^9!o6XOkhnnkYCz0nP~je1)2{N
z$FO73LfkB47lf?&@V^0CF6DM6&Dy`3YV54-@wzN7l3IkjI~?ctEz~o?t#q>NXb>Qy
z{bO<1@oV$fT#TJmeXPzJ%_Oibbk<Hzx>_A7xBT}vA=#P^gHO1t=Q-YK1r<muv@p{a
ze(2{o7nIX5g0e3YGlt|Bo)C|wXJ8QDJG-Py5mQJN$yuknONu5wq`3;d>9<o@xeU4y
z>r+mn#YdG7ISh8}_lV}E(Dc_#`+Hi+f-0ZN2$m&qcRGXv<n{dsxgB)e?2P)C%uDtA
z(?k+yD-41Uvebia;#iw<Y5jx6F0mGKZzkLscCKyR9vsT&?6BuZl(>jy5)sF+f8&PA
zl-DHA6bTs5)fhDMN)D*2I2n10@EU`T8;8l>s+vPG4xH1xAe3NMW)2M}w3u};(c+A_
z(1t{9;ZF-In<vti^$F7ID<&me0o^$ol4-i*+J_OK(U|!a2`m_8Zkpf2F&EuuO5gKQ
z*O<HL>K`-Y3i8TM6=29}r0h8GvAbPo_DpU3Is(LtU+MaOteO7sJ{bt)VhDl6_lNJW
zJk4_V{~c6k;8Wgsmx^WF*t5SsEzr~W9L(2dkoerPSod)FgRkXD^Y4*TDsx_-U*iw%
z$w)i-wxD%I;JO3o@?@pwkVMb~5@cfSfMA0mCnRnW;`qvy`c}h?;+6%kfk>Vu3w#y7
zMP-LRESYk%S?49^ouXK6lr)hv{zvP^HZYa6jxhY@3L!ZQfhKouxO!@}Sd|sf3)q7L
z!oMXYe)|0@6;qG2t_&AdR0t3`0iLec2?CVi5<eEL7)tANI^T^89ZbV1peV1Fnx%`B
zbBHK+gAh{98>^vD*m>47djtsLlPf|<Ij7BsZ39V{B@pL1caO@;HyOz(FVL`a!%O@6
zG9fX2@$XGIxp(Sy0FWf-d}<e(2fcWi``D0*!(Tm6RTIRgL_Nn$A?DBK7}-E+1rfte
zR84|i@&s0sY}i0c4|Saoq?}aob-?#;F(6w%6ZJU@tPPoa9gxl;bjw5WApK7tM_#l(
zMIC?{2QLS#->>+8e@*T^%2?3q{^<=$M_;1z4(PeNDY_eYQ}k6+H?H^fZB>0Q!Evy0
zP$+F>FG>Erz20&gJs|298dEseQOx1uizESzOhK`3!uukqVax!|FIa^ln20M@iEX7L
zJLgzBQ7HstAVi#0RNI->fC@K|$td5j23|qU^B9G`q&27gh7rra;fm>w4Yh7awtB&y
z0Di27f0V!*7(mVFv8rng?)H;g!fL$YRh8tCyd~E=|GbpHyu0{HkyY%^nmL9?)BT$F
z6MuDJ*$FByxo8MmKlC1jk?Lq9j9-6&qrvPZT0%h@p=$$ozK-pAYxA&<?5!sZwwEqn
zzN78&8N&-uVl1;osp<kQVh4gNVT`HiKu=|^j=fkd<+->0GHa)D92r@ttpXytY`v3E
z+g7LDez80+pO3W~aq64eK!kw~BOTZyx3~8L<UEWMy$}FeCilH+lju5y?Jt>WxfL}g
z)Hv`*=G?G9KjEL57<vWU0^wiTW_(X_lkgB0n0#8eFtKJL1W>dG0Nk04Xi_UC1EAkQ
z1-NjdCRAAp#m34CkW}3T5iqZOw8815UF2}-AkGog)Hg4n?q@x!8h*Ao7FazeSC>5b
z2Td~;D+G-*>8stG^0)zmPPQv@^nkZSa$55bX^c(s4U}G*af$4zQkCSoIbtSpkO(t0
zOJ+<I*_1GAIw7-?B5(-w=vRxP=B0Kex88_#J2OdFC(rAB^IU=L=PN&hT-TZVzkD;-
z5}a6m4Xxr5;Ww5ZjsZ81yT&&M1>~5n=hVkWUtX{1JNbTX4*2{@kH)K9=emyFd!)Jd
zFXCDh7H)j)On8OaBa!#Um=5X}kTf!<fWZpfDRIa|&a7zt7>pv0Vvph&%vjN9G039i
zxuFX7_AKgh6RwkHhV)~yaBXq4tzyZ1RqK}LDslN1$Ef59N(fOooLFn-EP(V^?#m?D
z6C@(c%Azdg$tj$AxpirHQnd7SdCsrZp9T}`u#{`<%H2A*cw-O(;3$SIHO0h@@B&+%
zTvfn30pr@(K{xj9JMG3_bNe(y1b!_UMi;(DV8G!6wtr2rzjiEpEys>T<NIF5Sb?{r
z;Bj2Id@s`e!i{ZzDJCPRQ&xDwtDSlvQ)lhAbvjalcK{l6U^{FbCChbf5qpoB6RfeV
z9rHmi-LvD$@Z38{6!9vmT8Su2k}6%3gcvL2OI4(>k=3PjNU7|;qkOYXX~#&D#SfQC
zF9S_m4k=woC|LnQl8(`dZ+yZr%Yk|~gQfmwRjv}m@n!i60RkTjtgpUzrguxEPNc6b
zhxJJTvifq?2uw3f49o&XqwcOwaj&2v>zLu9&d02|Fsc+SKb@ecPs}G_%{O@w*_bIJ
zB)QFvU|<RYn=modkcfx-^AKkE5%;)wsD4(wn-bAHKo$3=Fw!Un_22#SYYbeKy_B_O
zDvJztncyl7$WCLHcIrx}8T+;LnWKVIE6IvZP)+i?Y*IR*VD6eZJF`Fz>+LSYo1>5V
zpejh5Ko)Cxw~xa=>@PQxVXe{7K!sV=uRqO;8J3HcnpPwA9IawiUp`Xy74-wZ7um0*
z(c%YsI<2VMaqSgEMa$Y;c`j>WNYgD!+TU{B81-xJM}j3mPI4}CD)-MyXY3Hdod2{R
z@4p>^8Y$49(EWbZ<W%j<wU1n%>*7fZ5#uFrA~9MFe^_;hywHT3_$l?&Y(>C?M@v%i
zhBoFoSkNYSi3T|+<s?*67ezQd;O13T)s1>!NWjs%ckSfCm2*(_lgSwWuqdk$L3SZ<
z{e16~)&x)|9m}kSRy<-m3&jaRjzkm`gE4M_2-lCf2~H=7Di+GD3*j=L$I*5lx1aM|
z^yAqZHB8olGARM|Wk{4Lkm7D{Ruc*_JWIs60#Yvznl9`r<aCy|+u)cOVl9Df5?gW(
ziD@^iKP*XC2OFE6u2NNB*h6|uK9oz%vSg9pM)~auiCMP#++^%wH-(t}y_F3|m5OZ;
z2i0GVNyU0UL5i++c?3;wxDp>qvt$;HVNtLfZF4qzJGUP2W%LDG-pvMLFyq08@{Fy!
zk<D)2<GVlqJ6xxO4x_$<^L6<_{dEi#@;CU<a(DN#MSj-RcB>un#>uhQFiMr2y}iy(
z#|Nz2mBVrLXUG;p`KCnP=KND^F{Mu|O#s<f$)7+jMrcYdqET!Mve+ii(1p3ka}Za;
zAFnp>YIAn`58iQSP(K+QN(NZ*%Xm&%9*F(ImuK%CW&LwFGCkAK+gx~|x>nmFf4tJ3
zX9T~a83_6%Pv8B#CFk#-D1BsVW|^2N+{(7hM<-a%IATakdwiEpO@bo5NXSvjnPE9~
z&^Th5pPV{IOPUg?D5qxQE~UovDJ?N0t*wWp#$tV;viLz=g05Fxg{hUdoGW4K@+X^6
z&!1xtcP=HlA4+^T>ZLCQv@>6&rgF`?FJ;rJl3I;GT}r<~S4LjfIwb#h*CxyJ%)Ugl
z0ap_hZ%z`gd^f5<-c|HBiRNRkdLQQYr`AK_cDoiaio^YSef}gfAotWNeZqBuqlux*
z7w{v!UiVJ{<!D!g&{TvF|7B>CV&v4ojy}l_d!QBm4r%yAN9MRzQlVrQ05_k*)w?&j
z{8t$MKuRDZW&;)~wfzfWmAy*@Y*aQExePhA@LupDCY#ulvWse9yNnXCc5)@{Qg9k9
zni%>!*;+-!A<@D-lCTr>jCAaQBCQZO!!ptcwJ~B~3z5EBPy-6oey{`w+6*nafOu(S
z=gnU}oosE;oO1Vzm$x_q-upo-&&hyuR-~0r_{6hv0>E}wRBOrw9r?&~pvU&>5i}gp
zO=Rjb8<?;m7slXra`w1clT3o28Sr|Q%j>urQoHz6ibJz(J)i{h54%qE0&Cp@_|2Wu
z#^+CW-dUQ1+2HufsU2#aA>VLhUhz3foTlM{Vf5l<%?hQpnoa=SLYEFqIC^_k8LXei
zUUAXL(Gxajp8?e$u145<?AcwWKkWrUkKZxuRAKLGG5W&64j~U0pd`Jg%Zw%XjB1cx
zGA%=FMbLMa8^(HD;^*r#L>%f4OBJEOS`0P(t<%FpsdsV}g<>5{EpG=q!9AS&8_~se
z(_`ff{!pt9Zx-6Rd&}athSa#%cIOW3Or?K}yYn|U_OGaU0t)bMaGnKEy<zn2c1|_@
zdjdxOoLx6xVe$VxkdbcgX}&{bj%+aR1GC+;%@N<^qjD&soHrk;$t`At=KQ(6G^KP{
zqpvVE8^_yfK;#R_Cm27U`~YYC0aANkP-^~WmxU`j03%m$a`P*;Mc6+9&jgm1=ohlO
zc@ymz2CwubvX9b3_%)GlrIN%Rfp9Ks@Uf2dE?K#vc^~w)fxY`f;D#xnKZ5zRKL<mD
z07^UsWK)ou$}=JOK(SDiYOW1p;VlCwOHC&FjZCYFSJ3zQ<|;YgVapA$2-v4Xf>DWv
zObaJcqd6kD_#p0l?SSPQ5oW-L{M%wfi1+5>VfVIsI)g;A!4%^u(-g8~<S@>iI6Mg^
zaRy%MVRpG$qouQDx8lL<ZipEpnj3TAX}($US72?4U}4xRtmk_AgoXVnH}=+u@%ZOU
zOu!y!@Dw5>0q~}vA*YOF4iY3!WN{fu)L545-28s4da`(}U{#e_^x|x-Qqu<$G1-)4
z8Wn9(R#g>jfUOFJT#%IO`e($xwGu@w+htc1G{88s<ND*u_Vz9B#4F!|S;`bB7<|d{
zW9jYHJ1G!#uYRY3;@qG@sT6Yr1iuTbvX2cGED5ZaQW+`Blvy?{(@Y&pu2I)Ct#Fiu
zwP`OP3y|{1Im?e3{FR=Tg<aR!Mzp&%^`6$=fb8Va%Qs}5xb4p|>z!KryyoZJq2`YY
z+jsd(J6pu&-(%L#aD7WaBEq>d8@Vem;mX@#&pQIIx0g8AF%s=2d)i^B+9Q)KhmT|Z
zPUU!;rNJ+2C63p((e<U`adEEhK6EvOld}tr6oHbirhLV3y6D12&8UC@18M(DmbVB7
zzg3gog`Y)AQz6GC$7WO6*lx(`cf(XuT&qBBMn9KFlqFtSk)a-j6f$p3?!z(}vnATC
zZ6tiVG2^xJPQ>*0P2O?8pOOyKU)A_$E<F9yC_G;W)GWd3<8~7h>-Y}jrTnF}g3zF4
z-!TGywkHH)CRuxhw8neP6{$F*$csmrfEpJA=bOfUtl8=H_M~NrDLHop|D`A@FIrG?
zCiiBO7S&kotH(A`Rvwo$RnJO=vLd5YVu~ujh{!0hv5on=29<3lrT&EJjiw8Y;;Yz7
zYI=jf6!Ao}DETvAQ-*R_$ZL`;`d0E5Px=k0R9aN9qPjM|YPDrhm5m0Kk_d8YA%S&9
zqYp6D$)wgWey{XIU5+k@i@(0YGP|sG&8E&7!Xy#iAhSvXS9bfHZEUr;Kvg>D$d|Hn
zKRiDe$4({pkX>Ze>9CQ<x()~uA#LW14aXLr_gn;ptgrvw#Sps=0xHg#Ni8@R<uF6e
zB2%w%^h0`g5Dme;Uj_@e0j!@}hMW?KTEBGZk+*;W(|R~t0zAz%`0Z?Ph?()#7!M|C
zB*2xuljZQL&YX_j>F&R=_SV6X^vZ(on3<W`V`k<tGmM!%W@ct)W@ct)W~MeXdu)%H
z`FXx`&b_-4_ien5cz;w>r&3C#q^ypRx;lSP1JwMkW9MaNxSV&^ce*WdhRZ%Z*`MpX
z6Jjyvl6aE1pMb+Gj87)pyHSTZgAv<H`0b>7pO3dB9Nof@u`}j5c_|m+-+XQtSBC+@
z%1QDw8sah+lbQxIJxojZ7A)UGAmXE!q^`qqqE#O|-7hAe|3sMRyuQ?IvZ4)S_4PSp
zPz)m;lsKpAPqoUnyZH`6KvoukafyqWDZ{0fo69sXjT<sAj<O8m;K9L(77$IFGB$S@
zt4-EA{o(P*@tU-*HOFEp_#@;TRJ4*AG^YO3mZ0F?Le9*j@v#X<qe&NMPL@JSvg5#f
za#b-}%K^U4Rdq7S(MYSI+Gx3)`jSeBuB<W1tG$fYnl@Q-O?f`8si{9bf1ZI9$gspn
zAW!@U5{9~AqC}Z*cvXEls|st%aAR?Jb@DwJVJ+u_x#dn(_;k7Rgu34gA%i`c3)q8;
zRH$HhU%b$a%b>(GpU{)_i|R>B@I!lsJ4}u>La!|*pXVH4LASMIeSZ`Gcfp4qB}*0o
z0k^$FSI=sKxRRRJ)6%ZurM6bj(XC+Ub*bneqI5Ta;e#(XIToILdqHei(xVf1bBMB#
z9K6um%V?vLR`u+JH0J!M9%EFZtDD$FJk4P=y>VJ2rK&;&TKxxH?xb3S{83f9ejBXR
zc)Nn?8x)MiFZ5t7HMSDMDP77_SRHdIy@0~~G`eeq*Z8roS8i`yT&EACQ9o7yr>E8q
zic%==?<lsv@@rMDr!YK8?f?=iAb6oGPg5`I`I#@EFLt^6F7jwdT}Jkv72jobxlQH)
zhvr|WZ~9`<A=TnS<@P`XaptkaDH41GibFw_>25kxHjwr>7C|cVIjltx%?pDCCK(h(
z*lE3)MinV2MLPI97663#y6cbF9p+lkrrF)IV!k-;_)lnR)@`kvkH@nPk9P3Pyz^Z?
zCLBnhgmzyEc)g!6eAMU0mNx6#)g<%^1lUmFvx}#H&<jp6L_IeH<yK}^w;Mm_tC^Or
zc@#BOUHVO#aH7c325$Mum5lx67Z-2rWlS5VlR07$h%h03oj@w6;4hyvo>GMrP|_(4
z)5`wX;fPRy)=Rfz^hnELAYfYHPyJ*V>?n?r&dCt(u1@x=A!dQ|rt8-}6c4W0f7^g%
zpHV=vPR!UTPTC`SOkLj@Zv~qa&m2NP?J6h3I_F_X!UemqHkCLBo)$lX+Kh~z-E3}@
z=5mN9vq)=+O$N)Cw0Cv;flBI!YTrt9D5SG`Y1~QmoOnm)q1u(`QlRWDx+|!bh9%cK
zOO9$oNFc3cLd*z;V4cv&<dNqKAbD2D-VKJC%7zI}Nuk3`uiyzzQCF*#lCswblJnOB
z`GHrz=5FiZMb`Qae4n<lnNy<u=5ua6=yGoyua5yU>z&qX_wnk7i;KmsN=nC%*T+9>
zsy4fQ4nRHI4!#;oKH6$fT&=?a5M$w|OUui=M1+=YvN7BMm#!~jW|8uJ=PW1%CTMdv
z2n9nP%6zIs+%(hb2Y{2fXe<wRzQJ9G{`8PEan6JYuIlvGJ*$(}%fdmnr&5c8-kL61
zQlm$quFO@=Fi6p{YENAUes6s$`=Z|@ei=X{`osL=b(Kw(co#z%<eSP9e+FXy@tE8k
zLpQN@do9T2+8hDd7UcegPF6_IazV$k+~aJXYe;*-gOZAV&ia&{F|$NI$C9%%v_8GX
z8M<&Hjx?ho9;e*acY=h(oXFUM1JLJKEx&kj2gvvhICms_+@a)nt@!C#b9D5fz!u30
zH*ptr3Kg?(onCs0SF27=1X;?FV#CI1hex2y#7JGN8iY193NyM8%Z6s0W)aOT(K@y*
z@-<S;`Q*AXb+yU9B%}3mnW=UCW*XEAwsCSF7p;R$H}>6WC`w(rL`}3?;y5&uA<paI
zRtmZZbJ81POmaqYauFx#$#76)^_7X<c;sK2-7ZLc#mSeW6lAD-S)X;<A9XUBCb&M^
zj~AZJGyGp*uE>N;gICKDj6ZLLQ0kDJgt5Xw$iOnUAneYVpn__9kf}?83G=i0Y*s&I
z{QWh+s%WvLaSXAn`d7qZP6siG0V?DRk`eN2`A!Nq5T{B|+#b5?yCF)e-5y&Wc$D7R
z$M4?!2$sMZ5@vhXA0LTCBDNm;n6GmHMz)f>*E$g+9ahSmJ!WRSP_e!F{dD&Y@F$Y#
z1b0)9@|RTBancG}5u)aiWaV)k@r@UWG~87coOMiF8(Git%E|h7$J^6t@P>v~;_Krt
z)NxyW6+C`Z{oFOLSI?c}o89BOj11UH263ODE7O)DZ#~g-^fE?RY9-j!pXzQ_v5ADs
zN+uIA;tvL@`>I*9HJZ6C41?<r5)X}aK1r&)ZzoN%m62y<nyHMw_I+hf95KDx*LC_4
z)HzONle1KiC&M=f$2fR;;`jn2kXUh{!?R$GzR9svk><1LjyUfbH1ZHQ%;R|WHPTpz
z4Bb(qs)uCiXvr2=ipWeiPIjYprol%<1x}-wAn>ZgK!D`duZ^-<_yj`Ji5MV_>}>Q(
z1e*GZQxFrXAA^TdzxBrMJydX!RJzcdGWJT6t7~fl&(JY`m+;CR-)~S6>>bHmjZUlB
zaPnoas@%5J;C3soRw*TQLzsf?n{I=xOiD*^3tO<HtyQ?-)nNA4qa67sG8Hj(V}9w4
zo7C-$hYxyKrVO9v&rmWbo)*U#?}!)Z-+myIRGR5nYI!w)0<L$jr>axUGcWE2N!1#m
ziUm0Hh45zP88Z#1V@JjIj^FSOVh*Y$RVp}ZKo-^}oSH3h@PH^sdKs75f;*A){4kI}
z=}q6WeegDg3s{%9j3eV#b?Z0)@bnNR?%`heRaIQXp3S5!4SNu{0Nb>+k0<`I6aLPY
z9Ek=b7YlMc4V5M}>O!%~jxPt(shy$GWEG)Q1ikb4EVLV5H;><C4WcxO$~P%f%ctIb
zau#??xmb?1S3X0Cg#AyR>j4Xfx6SMnoehAOW9-Z6Q%XsX+{e|+a)C?U!u1$CObXr1
zyGi&#6|-Bax4=7`s{m4A(%Q@_H;p|NRgEIlDTsMEf;)s#WeHd*Ar9`WgR|v$a38X`
zf;Zy=9E<#%FlzudRXJy%O^(HdDdrSuBL&giTHNA(%xW-?kbq-Y_{w+qaFao-II;*)
z#_$y8y~<XK@*!cyI0WKntZ^AQY0BsC{tC=C#O{8IDI^$mT+^x)Xmv!HSa{umi(4wK
zf;g67X)Lr2*15fUu$Tc5C%^%pgbX(mwCP)4xm)%Nx*!<mcC^#o8*z}B@Y0PW3=+2u
zrvsWD5lVz9LEj@i+?M(%F9XFa9T%0}<}GJRY8<mx^{P!JHzuiX&D9<Hm`xd+Jq^V)
zMc#o<L0+RDqPxZpeE2iD5l<weYZ5>)qoCQmX`M`~Xyk_{Q1(@uFFG6_u*)W7wNgSB
zXhtE3Y<0`7seq)C){+k4OCNuUGJ%5A;3ng{c+kNpf19OKC92{cwutUiNWY|wjDr_d
zcmejx(8)D(M@~nJSlA3r+Q|<<uG2sy%f+J)kvNhF*aI@Krt`Xp*@?kJAx|^3dr%C|
zp7ya78QpIQXB#`Y)hvR9JVav?nmZiptDC_O^+n6?z;bWcL`pqfySsaqBtJ<9R%d`9
zQ-_omboZxYz}S1e%!^Hu<%>hWkzz66+_un53tQNkn>3@=o#xrnI4L-*uoFVJk<&uA
zh?r_RcE)R6;=en@soQQ$`R=pG>gg%AxOJLRw%U0!&_VD~Mr0~7S2|SFJDkOhu<5Zc
zY;US4RdDn&6~n*I^|7=_S-C$0BH$&r`HktRNuT0py_Trna?@{R@FhN|#qd4rG5xUU
z2n4ZA1K9&ln?7LLM*-DdQ`kXAAxsFR@Nxw-<@+*l<uqFj)`E0pT74}|Druy*4Ns%g
z91=qgg#N+-iHLnzlfuP=n``p1zneB|f~uSA)W{Pl>2B)ngYPH6os3CzZ%}+yEy7xg
zC>sS|FPdlLvsVbVA%2JR%KE*nfm~iq5m1o5eI9eiqo~u^S2%~$dDG68gF{`#PXM-D
zV^&9Mlk;MG+;G;iScAOjzm|(oEi;Yqxk$2$i>KBuCZm@{>yLvLGSWD|&}+HS#5Cnb
zkjBSYW&>)2N?f4BAI3&a*JJqbS_H<g6`Kpv<B*9CWgVNVJC9?gGT2$~(LV-cj$98N
zv+{tbFI2f=Jrq?HlyIee2*yJt4<F*e<w1^P6vLU-##z?mWO2eMaGe-Im5*8;7yi?0
zfsj=)E06AHySjOtAZn4(#_W4gEO#=%05z9l;p;CmV1Dp0c>Q3wG*FQYVVENG=6Me=
zghGV3_HmV?QT91J)b!)#s>W@hQ_j$=zI%;|!%&m^oc4U)skkVfu8?gB1_`0u(oaxO
z#}c4_SSjm|kEtzw>V^+q;}?@oK2mm$IB0?j>xq=@K>gTDPIb7VMkqczHsMt=Q}GTz
zXS{tHqa;MZdok8-a;va6|Afin+kOTV)xG=hZ#!0YTPrR#TZgv4@?<9vD4nl)J$K3U
z<Oa8pmO!+hQja^>Z{`pAw4eQM?Q!M)Bh6=8u65!V{_Omjku`v#Bgh!kT3?Y0{3i$R
zi6OV0U!E-jjC$lWh7#>~{>LV1xpHGVP&SAGWZ9MMc3^MR3Hk0PY5<k77aF9kys!Vx
zr0j`{r#0V?BSoGaJxU)$^{9KEiujxX{*Hx2o3Za7y2Odt@~6HTJVq9To=tGcWH!}w
z_$n<5G9~%zy5=0O7jDIboU;i}R*M>=oo?1*=VzL+^#gBMA2Aup-3HKQW`DFle?I6;
zyo%x5Q${jtTAAF@f`c#!p7A+Eh-5g^AB870Xt;G~NA+p)7e-?}Gi*=9TuJeu99cZU
ze^5a^pHU<?S1QB-Q!Zl<kq;q`5L=5xC|+S-6^A4m?GEy@2X&aWq)W-U7B?E-aJr$&
z9OoLxzWOv*Kr}~Hz;AbO=Ui@TpLeYA<y`J@bB{gCdCqi`MgtmuwV7E2EIC016u~Dg
z%U05^hNlNQn`a~k1BErpSO_mBS4Aqp5~<=?U}@Sx{G>(&0+6N?0Rd(gBpq{!g3uKT
zm092~IVlsNPwX!@v#dBjy0;%k4EMT!O|tTIP{+IS6+3wQOfJs~$sXglV*)PNNQ{P7
zFDG3{<eq<?D65m2Jt<thkFfJP6(ZmO5MCqNUVcS+?Nxnm_Suhn4Nfa>X6Y~zbHa5@
zUb0?H4y<-UI~fZb`yR5z0s7!woI&1toLp0jkw#_YTjO@-1JM_PB%r{Ql$**4t+o-<
zn&WV3_lF5$g~CWUzy6mP%CJy(NdDW)RpvFeZj>kDGvT;d(^uAwZ%QO#rRA&^dQrxv
z6W9$Z9@+)0%6LJZn1VWxV#FhPzAgT+D7HXMJl)|hm`PBeiG*khN%el$KZjzj^(23Z
zhJk`})`ma?yiL5F@i@ft4}B(?cxL9P7HCL^c$hMXfM7RVckY4(13Tt|i*~&xZrZ|k
zgQsx}+EK$m?C#qV@W6aRV(cOZa$gOx?^3D-UH0|#$`K*#B7wDz8yiWsRo6;JE%DO+
z`Zj~f)Qn>=oM^YE#$b*41_y!(mJgD2jk)_Y7)Va9a>e-L$U|T2ge*XI(&1Y6jHrO0
zZ-3(07=C8vpb0nI^G(v{n?dGxWM3F%qfE#j6j<sCKp?Scm$IV3y$BjV@b##RV4kxh
z-S@qoMXu)8_^P@;8}9Qs>J6lw3e|0<7YM$U(4H|m8wO6GTYp9|wxfWqYfq@QxiB_E
zW?t)YWg-0pmJVw=6yl%z=?q-6)uP9iAZ{{WHc3U}>A}_kolI5yvmhONiKS_(ImUvq
zGoopTMH!WFI~!fTe5f9kOkQ@jRGJJ0N*x{?D7Q7y%A^778rCPG<oei1?KBy>o7&%T
zeE9NEuadS5ZtU1lBe_YB0S<-rCGK{tK@V$I?Wx8M`mhLKt7tEGBYtClBRQW^ITw(f
z4QUQmrMq5yKIaM6IcbK`G?8kU>Y)~p-bF~$>kWI))(U~|x4g>~n6YEj$-t2i?S}Q1
zKw3&<9+{qRTn1QBJ_QFuNtAMXI&$`WMegoXgmGiqaEF~~u8vc*tn)9?)CEcx$3cID
z9uo#V4WIAzC?b1rIiq8ZR=$IJ627`FKQsmoxm>+^QlMiWn7HM+4(u?UEp7iCfX)XV
zgA6eP!kHAm1oknXZh1MLF<e}6*QnoU?hOKHv84gOJ~%J<bd-4)d7tgRl-aV)C{5Ja
z5~>k^j<8Af*{{mqyS`KFi9)Tm*{5yykOBZw5NS$uvIa+%y?Hmd#<KLTiy7YEUJ1LH
zA=rjRiw4TZ?hGFd!!l_7wG|j911>I*QHO{Z95=VKn$MAqCAbol7cHIZDS{(J=4#Fg
zoGBv-ikhrP*V=oOCJome@~NBy(SnLSCX{&MMvuA2txL<o<VPDT1^duC?{j-j^ig<M
zK+_>1_Ebs{^KJAq+}7)(H5``IBhFjEt4NkaXr@>ZJtywI^^#)0QXZmx<AV;A2U)QG
zu^=MWNmyT*)!bvCYV{EL9_=+?{8pqC=G}cK8Ai9ZN#?U}Vb%@`U`25~3Vk+m=y6+k
z8+=>1%V52#G?BlE^%yd0?l8DW<UY%Go@q<j0DCNl*@XF~a0cmB%XjyHEYZ8~1*cmX
zI`}j-oZ#_P@A&9{5(w3hj(AmGW&OgyX$*Yx*2z!!cprzi9YR9#;VNGixxE_+=8kQb
z*BAe-cOVo+WZ7Jl2HiKO(Bu!{fha%W8&=^ub2E|WtDck^y=X7amfrOvVfHxdBYoDH
z8Ee3I-N*wC`K}tPtJ~$Xi0JhZr52X4A17HRno%p*Mic0|<#!72h3lj$R78}RA480+
z=q=PqBOg%Xyo~*Yucx|3+k?`lpgq^YFGx>GpnTE(X7t9w%F03%2zBX@viN!2_<5oQ
z3DJnoxOoJ!LN7Cjvygf@g#I}W@;Zi?>hP3GrOXob`@s)YqTe52NjUQT6QSWtS2&fx
z*{Rn8ImI9K>q>}Vox(f&OrC%&NxSzwlWML%_tc|Z5T%aSL;X5e+d8ViyLTjxDmw{v
zlhTMbu){Jy1=HHmfP>^Q;G?BOYXzF51=3Wd-8(pqWz!mtI@|Q@$%zD(C4UaePrx16
z>=BD70Ur;D(*0DS|86VzXQbviMiH@~bi)9Rx?Vuw(zZ!d$TisMw$xW^!H)|`#aWmH
zylymv<3NnZUtEAVeij>5;0GxQ7;7FPbOGc~1ynPNU>dsPMsD@*`-NGF2HaM%6@Wd`
ztUv?KVicEjya5G{1I$-7-r}=qK3`l2pc^<<cd^&yI*VP~8=u554)hDIs22ruB_u)4
z$?ojnC|+@sj?KuMvCfSaI(XR!E0)t48;?^5ZczmIM0d6qb>1%w`Mn)$&TQJLZ3DK{
z!m^(t?G%=aYwCrX$16e4*2~Vcj0FT6DjM&o#fYv^X{Ly$H7t9J$RuNsdtU_HEXXAD
z9ndwXm;Wy52AHS_B~3W;C-W5%nLPB$Nf8ij6(xwQ;YvMWXryq1fbT5-$R+u%iLBc?
zZ~z=L*Ke>9&{)J;RHzAHY8n>SVUIWRGP?s|Q2gWdZk-#k`41}Z!L@68P+Q;26aDy2
z(%n~0pGm`%Er_?PRt5M?z8}Z@Yn{wo{YpKps62O)?`_cUk6{?2p8y2w26|?r%prn@
z#Oz)H-{Nd|Nx24FF3c?WrCtJ_h@xnqYs@DyGO|L(Fsy{)LiLkOM+uGCYDsUXTUZnr
zRcZU=nz)rH5>bq?s6l0ox2i%aHfRW_)IX!|AD8Fa-1irMf(z_oe9X4nUwiHXB#(Pm
zYtVCxt64m!yV!~10uke{Lj5v92e=Qwg$E&SV#O#3fftn`(gg;^r3H~2EeZVB%Nv{a
zB&%wu&Z0Fm*YME9s=ksdS#cXVHJ_gT8I6uPX+5>H<7%j$ZVZ3jmJ(KIkzLPPy@)=}
zak%jLxXp3+yv+Q3JI1ZbGo<5nSk7i_O7QSmN6D)r9TRqf-0t%4$*qw;3>6(8(6gaq
zKvf}L8|*ThqJdj}#RT6JReGjJ3Tkvj-=uC0M5REY9g`Z8M2liE&l4>~K!KLYrz9Sy
zZvVy(rm*rw9xPBU|1ibHJ73g?{Qd6s3w%&-V@5CdI(Tn3#*Uv!{-euQHzDJcu(>~Z
zuX=lT0JjpnWlGO0SWZtZvXsG9)kwB4Qx5zcaD|EGd<ueJrJ-qFL+{gV1#utOZ4{@1
zr)u7kvfOlzsFfbyGA>Lpu47*3!UjPnH#6nqP^x2mX8G_5H(UNY?C#Z{nn%M&2OHc^
z94f^_CRL|u2?eequbkzUMc3RkO4LnR&hGb)(hYDnh+5`%s6%4`m?yXuTgV6nibF9C
z6a*H1Ow&OS0TO({^i&x7Ay=&K9*7|Skx>d91lmx?*Q}ElbapIJNx4bdZ-y)(lUpaZ
zy4BOPt^r=T@H*I182gW)AmU*+w~l&c@)UsZ>z~)(ZBO!t^c|Il0}{S*aC9T|_e)5-
zT;T8{vf%IKr76Rza}Ya1nw)e-7_d@F<P9jWb-a_byWTui!@A0HhKJ*2UGy&N4gBs%
zNz>@Fpg_x-xTTvj;Q66jT=F|<?yP{43I^ksxqr2^Sk<il8dVUqvZ#WiXCnWP!bp{$
zlAO@D-^Ir4;yabBlX||X`m|{fBTBpxH4>_vf1hV?ON>_tRj~I2CP5~JRt~GTR1b?x
z9z(V37g`Avj7`<3S4G9a_wdz-|1Pl?4OXD9sXv}74A9-h!u0mG-t2v905N&0FxV{2
z`^}Ha3LY)P$!1FvVpEy{is9R!1trDN5>4WY3d<M{3F^Vht%#KKO*3UF=yxC$T4LPB
z($sXJqr32kiHUL4RP@Y+#NgV#Hr&2s{<y>PV$PC&h20ft(6Ioe+Sb|~j<)j2PIp8=
z%0fl_u{_?GBQ5&wLGn>wx!f`=cE*Bwd5~)NR=xXdL_(co9+lK);8P-7ye(?dw}V3G
z+3&wmBK^k<&>1Yi$oqcgQIb*{#*}Jm(O(cO;=M@!CJ&RpA)Y1Ri0>xuLRz95sF&Ft
zzTzJ{p70={LR$>SlT3lGP!SFm)romwakq$MF>YC7T&qyOXBcY#I(Ot-U^BIeqkXY`
zFLIT7>t=+2jSut}Ca>cj`%1~-NoeFTu6J4kP{Hw-m#b%4M=ccM_uv}JX40G#n-pW3
z1!;Vw<Si<>>ybp{Zc{}}+3_E=Q-f0v%}zC~M(hI<AQq{&bqf?M+tU#^ol9Tgpq(dT
z8IFxj1-(>uMNU(55ItI{v|HVGAeZiB?_J2>i~lLL%6y2H1Sl_7U0&ehHYmPtQ*X$r
z2@u8MdK)Epe7q3y$hKVZp<*=UO>`IbEy$G?pfp7u7g4!`xq~(r>Jij7#Z!pIM3!>D
z*aFk`hoyj;&e2Ll_!jKA1n$I=IlWmUikuG1>nQGEcQ!<ev8<a2p}IFF;lBiTMkhis
z3ZOtY=P>o6S;IXD>Lq}^Au0vVI#fwV60$-ZfpCjdlf*cnL=}}mxM4{bn1Z{3y~6SD
zM0^7L-~+WPENZIK8S&KY3iw0Z1cO`HzyAO#APmjRS2JP)!@+C4=d@UoP}b~w4kbA#
z+`20sHL}=0_BOZ|oPCsuyOe4`{!E8a=FCP1`6SUaaCt@R%u<+=tT8S{r3iy}ArMj1
zRP60HvS07PBQp#fQ?Wb34qkN7oyze(DC!w4TEf3`#fdH6YhqzbQ~#VEYVz?YB-T`l
zh93aWLa<SQ-wk^1uN8rQ<q38}$bKLoACW6q`s{lwi8Gqj2@Vtn^HKuBo|Llgy(bQu
z_O$ibXpy@Zq!E1oM%d8n@;k>k5oC~<B+<C^IG`G)dogzt5*^g_-5hfaVKoF@X!RSf
zlpjqgZc?sfD<X#f0$e+7?i{pFWk@#uN00Nz`e4i~<T+jK%42{BjslRb%~Q=CZkZH*
zg^XTzYucX5%!t9^DUkPcD;7zwL&f5^CXqK>TQ8m+Uj8AIr$D#8{a|E4)<JJRN`n<6
z$t3yA`cB7ZT1xo5_7ut>!hDLzsb7`C6xil@pumIEDAAH=`rz~v#S8%LDU~`i1aX%2
zy)_m@dd_t4*moXB2n6~RlH^F-7^v-@`?a-Z)?*u7UCajhn}pbH7y1O5UnvS=MBf!9
zMZ_-0mTN9}oH@>JWhzu2%wElnD}NOYH0y&)n{Vqc)z=BWs2e8|+XoLESK6_)OH|bi
z5fCOt_aevCjNuNIa|FqYtndc0@U^D`Ruc1qpI&*hA_yVDEF(H)T}aCO#P<Wgsh(eh
zP8zI65}hxMn-y-v>*`UqEbxilz`#V5n@1EE#}&RDWLh%a5Ljv@vV6~&Vlt^+r72XG
zpYki1!>#;y18TJKvYoE`Hg{g3x5Zuh;Oxki<=L=9#&NOE+7aa89DI=?Ws+U-EH$C3
zYgqi}`BvuoPu*wh5+_Bn=PJMZQXh({b@j&k#T;62Pmd+sBfaNt%v3pdj=BxGk6u<o
zbelorMAdnE_fa*od&SA5UD3{>9f3>Nwx)vf`HS#-2s2w}{`wyc@5ai5te`IL;jA`V
zw(N_kRpGgv1%x(GIA@ty8*iCdk5i3x7y9f~r-G9E=ADQ2gp7TcB64k4#ogbS(wcs%
zGi#=o373`~b)TX3pJP}!>B0~BGtE}~DNRbb{Fls36JXrB$YRyX=-v+0^?R11ni>7t
zOMMFJmv>H<UA?aCC7qTYXD+Hj8SLGU&z>HA2Q3|USZDWmH9qTv*tau^+y0-~zC6)C
z^9F9Bj-eqOx6w3p&wo?vteUk}XFh%&5Aq%fFEOy#Zaik#A(;K{5qT;2`Yz%xz)vIK
zq~6CCL?w>EiMDAW>22<L4VCHvs;KpMI6<%k>H6I3S{q1jt$!jVMT&nZ_1$b&q5BES
zItT@PBX1#2&R``jNDg#b&I*NsoMA}F>>F23M0IAMd`eZNj9OUK{N(#Zrq`|5bEpWd
z&=pawpf=L3SQ2xJK;wImMf}0{?)<q*o<{$e&3U}B&HLDS5v^QAS(JjKlV#OGqh&~i
zCN9VBLjNl71|+BDa@)C6b%UpQJk|Q%3Wzj&2+#bzS!Ktn0Hk`Uh{PHIIKDDqjYz*w
zPv+e_P*IpD?`r74;ia`Qf{Pg585{U>%vXJAsKlBTXDQ*?YO1MnAH-<*nqz)s#bwJ#
zw)zrM3Z~uBhTDU|(P%K80C(wSUcs-L$lZs^rU5kX5(GwI(i(FOfka|rO+OZKpL2D|
zx~;pe{ZNyX(*qFA5r?Cw>1w?Bd9~K_(gYD`0%={!FZ2AzviQc+bGTp@AY+h_-(Qfy
zuJdW^J|0sQo#_7%V7e$TcbmUd7=#wH9Frmo`Ef5in?>Ek4p*;bl;}!y3RfCDGYifC
zmA(t_s5y}nW4W2dKA3v~fi2eU9mye22uD}%J|$<CRB6p&XFta+Fw>qxJZ06maUgoO
z9~E1hboMCY58Ik#yD4GHvlbJ6RNQdhZ{`%klDPzZ6nzxqT%GC4Pj1LEWaT?Z8Cn{e
z#IJn|HnikqqCtMdWRWS3P}>H|p@zRUNOLf<p8Wv$5;0PPH?6`6S|$C6L`j~a``sXw
zB_|s=T`0BhhIOGC1C+2IOUA0m9HJmWG;G0U@+QCpU06!Q^cyuj<N-FM8Q}{R_ca2l
zF}4{sEN`&AWJsQnyELP?m@zknNwXshS9sAA7}#Uk<#P8!H%8Y1FAD=Erijk89_ajg
zn+`mL8O8hhiq-08C)&osIYqo#U`*My+f@8E(&C)m^0ekB(s~er4ec4}4C0R+i><Ne
z7}+DPrA<EN9t)lq3CAUfDBVti?1tT)`+kDwbC>mT?^PoAF8AX^vbJUJ(zJB21$n$?
z;wNA?PN=K(VwE+1NnB!Rgie$fTD2^O?Z#9eCQHMTYEO^0@<08kPD@HQb8<j+SRGXm
z33XKx^X1>G&T=rLBU+SMqW~=YZ@0WXvH7okVY-f<W!jT2sTWnSTIfD?RttzPv3f7v
zqs5vf%SU*hYd6Y8-jgo*nFw4TzjeAdiQkysm+4eZO~xt>5VrB{xhF7_mwu+CdePe6
z{y~w#D@W=mhWGc=Iy}_<(e)P54R9lg9T7oN8iWtIarM^n2Gi(_%(8PG!gtIwQBzn&
zFges-it&l&Ka_SSyirN_2@trsX@je!78X(`<$*8Bc*MpItk2TbHDT|M;T{d>1q9Ow
zW`7IX0Rt$|(^nJ3#G>8b^b>Lx>SuoMA7^ND+#3x0Bx9iJ^7e@6@`iJ#?ler3z%Xc7
znG_8MWz+4gofe(9Txb=C>Ga^7D#XOhTI~h5@qcC+)0r|IHezOWZi$^{pCX%r)uUk4
z+o`IYft<Okzs`5Unu66t{AH#u4$*nxCmw2;iP&GL4qgTt6oHCq<y<f}P3)$lxee|c
zCxO~+Ss+1UPBRX)D8TnkHPk-N?U{6H7LapXpd~oEHu3b97XHK0vY*s7QdEt|2#l1p
zP~lm27*fG#WmJ%nM=%yKU|1R%8xrea!l}cOQze)-em*d;73lO^?CQC|i2W=B(p)Wh
z!YVT1h@(4JHM;S*BUhS6i~*?pPM{Xq0Du83whZn4v=&-!;1^ahq`Eb0wX6i_ixMm*
zB&=zoZ72$#Q!8@H#2u!uqF~Lyq5EQoF9T^$)Y!d1%`cHatW@~#SEx?>-dY9V8d=iS
zBZruY0nqadP5AxBDZNnr-<Cm`0{D~*0@MP#2*bAUzVXOZ^ylag*Ee!S5(;cr=OQiG
zC;jL%KPiAFx?qw1E*AvY(l&P#2s>M>Y(<VX5}*#iJOodYhG+!OQW4VA-zH9Ll>}SB
z?qa~Y#gYhm20g%L^((?5bk!<G7D8gJ9%0TNzw=-0)jshROeUA=gM=bvkRH8AsKTg(
z2Lo?Y0&Q%}^soE+aZywq{6#-HD%i|#5?pqCtUYN+)EI@=kI+ERF!kowH>fc;`K{xx
z;{p#pDANk07rz93-!M>P=<e|cO2+wKQ?}y{cj8&WHr(!1B=oyPoKYa&BoW^U(*AM|
zxyeuDqb^78Bq0fVOY}xpj0}lyHBSx;0q&sroMdI0@$iw%p#y$_;(q*-RGxg3xg?@p
zO8hLy=I+B|BFwWpNFX;v&>3jcqh(!#kZUIDn!04($%?+4#w-%PS$=g_o-Scee7{4z
z(=Hx)e3ZU5;Jv~9_E?d%>N2lbw+%~cV|ue?Z8h1})Gef0>oof4=J{cMWqY$wX@_?r
zF>!l}4?Z;0(P&&UilWLzeP2)@-WmI3{Bm%C=7$7NN_Lc@lr(t1v(gr%4Q)P|-eA$v
zSk>WBfWztb^nJNBBI7MHDr8b*?iN)dBc<B4zR=LV@Ich*?ZE7n%jY3jqKk)YvTw}x
z%=E)Xo?mAcwww6sk`X#(MvN+4b9OmLow8SMt*7=%FJ_J%MFJubkEKv9_B-A*4%?eb
zLW-jI@u`UgT;5{B<CuIg!7KGom~`#9-(g}0kYOB1;A3K1p*TR0eyK>*f_*i3jL#q2
zAq$4vJUG#bwxG|{Bko&<@8@M5obK!RIX#RQT2v!OlTGaq&AdGH5M>=XBU28za$XDG
z?GuRJ-6s|G@2m*P_$tZO4w)sC0nN|!$JNc%H#}{KNZn=D)`>gi?cSdX%C=Hx+c68-
z8(m+NOPB;le89zwoH&894;^XncWt|axs0(8uI`?eM{C2^;prxmhZ(Sbkmkv`IeQ_m
z7W2tS0@xo<vo5aI3_)AB*5>lAo1%-kqo+2i7|E4ee8;_dEjl{1W&D#gTkekJ#{(Hl
zBstPyjPxj%b>wadY$E*dra5dmfLiVtqyRF<r;RD89+>qx%tl9NU?i@W@!yldYlo~=
z?9VbL`OB6j#aZ6;j-P2@QH)}A$6&+{vGZ_NEnB5-=QIXej(W$^X2|8;nkR>iZz0d-
z2oZbjd&e7T>MF@8rJ$?wCU_Vq>Ia7gM8XQrsz?L^wW~$p4W0f^tVN5ajbTHo3?NpK
zDuOJ0*l1A_=aqBl(r<ea>B8xr=3XM}YYXQ3bH!Bm%v1p80TR>nkIgm@=V{*K4Ud`2
zOoz+K*$mw?_GczC`k{AH^CcKN3Bcz&I~~rq*VpP-nzQut>XDAO!x&y_)zzBE6ap$^
z-Jgz^8qIf({;`s6VkD#?INKy;V+D#o<3&qI(Yz}X8x+ZV6u2$s#B4@vH31r#QUrA6
zWQ!me_#JiD*BhMk+?rbl<?zwZBZ+AaS%QE1y1wJwWXybUniaY^SU#H+jj__VRr4|P
zJ&nGFXJGB?PFS5`Xg0pi_G)sYi+y<cb&=Ve9~ji>zeArbn<TUHJr<cLOKpag4nNS3
zyq^sxJ<95)a~edDHRSD@q(qEtO>cWX<cmbRcQbuVhMdc^z4V26GI<bye*2XbEBP*x
z<$?}>NE2@o$$m@zLl0N39{abGOd6XL_BqWp9ZI#6(l5hVK1*~Uw)exxYP4wo&0OqS
zTkc-?+^oyuXpBb9LY%caQHy<**mKsW2W64Ql7z+X{ZqC@wvUwSE>Ua-#hwXp<Nh;Y
z{@!0ZL4r?k?Z4Pqdfi?|8U0YULWC&#a(3W1N;q9>eKE3p8Njs+`9TclyJ5u$k-_^O
zcg@nvLS^$cTBGF(FtC5IPIUuu!WOq}2l8V2%jr?#`(la*qGCcQ=4DQo56OdA=n?!8
z3x+>uc*;fQ>qYe@))j7(2xf8hUrS)XJJo~fl+wX7sHx`{M1>8`ixpZ*x`M6@v08ZO
zv%?KXsYR2kg|+6sJa}J|t&J<f3myQysf&H1D+V|KbqZIo_0vK2ddx~v)Ch8S9c#`7
zkEsP<Tr)K{Fc_OqTEeUkDOG241OEcQLB@VpRD-9^%U)783x2;s!VQ685yROChVOra
z9R7(DX_gx1rWVmNq6oVp|A0!J`|Lf%>JY*ag>Ym5no;{>#Sq*3Ggzg%Y8KV1!daw4
zvh5cl@UDB(58TMyqd-_&94qJpoD%OayBk&cX)4NSezt6giPDqosu1=a)mo4(|E|DG
z5RPvlyFwhIRcO=woE&mn&3&qg>)f^o5W9$;uwpyn<^^L02(o>iG`)f}!^ocKx+B}W
zKi)E-P~%3_iE+llS7;tknj=~3@%|uU3@F>fZE#uRJj(Sa&R|?SJh{Cgf6#v9?w}Y$
zW(3a2$Zat@Z7f=9R5uH+mwJ_N5_{$)if|7G1W*xUiT>b{4%8wMD!NOg4lsfBoI!4G
zyCPN||Jh$$pjcYJgfu)AXh(ghP39?<8&rQqnHdNOyhPRtria|^Q4l~$pA%ff@Xx~(
zqs7Nd6>Lfk0N4f3job1anxb`wSJ-iPM|oVgv=Yee=w5R<=ZdBo1a3-NK`sh$;Y<uO
zBV-KUq)v{jgK3VRu3A`9zovTiPuJc4A$|?tG<M+#bFe+xz_h0M?l7dq`N;DK+>*sT
z)nuou_}~|FWbpJ$sR-<i-Yw}8QQ!*3A+W8V=U3eo%q~TfB5IqwVj$(FlBI@0I|d5}
z#dlM$*`-_<V+JW>tO8ry2QO3A+fj$Gz<$_}uUwF`(dzILN;4&+FPs}9#}krlh{$>*
z8-rG;>ii>l{xG>ox-dX0eb092=S$3;lVXZs_ya2F!Q5BmE!Y?g?4R)P?7UDR>I^Ra
zI6$g;R2I8BNa*`|<FgWKQf(bFVs9E;E;LV2M)a)Aw7gTC?!xAh_CNQoK*io_M+k7R
zO$dnLn!^IRF<whqjrHzG6hK}cBmUqZ;iF^gLtPlaGePlmZTk<<x)~}&B`EXBrgJd<
zxRmlne)51aR3?o({(+;M2*-T=V?w%~#%GkN0l?HSf=n_9J1TA)YAvDkxf4G~PBVFn
z{OOQ#fU;--&OfyC%u#?MiI)*28hY^?I;Aw9rd@gF4SI;S!?fF%j6-Ui3P#pefN({y
zGKgc5L>X+B85}OyZQ}$8{7C*rGK;ir!@T)mUR$2CV_moW=*Vr8u43v)%C<CBnHa5t
zFiLe`9}Z=dDOo{A-8{A~l0!2Dq)ETmPN2*p+*hBIuTY8Ve&(t?bGxKwj$J2<ux$Y<
zf==W+M|y2tZ^gryxgf<A+W=`5SFHBA{qx--aYH9-*Hl&JUUW9?skTTN(&Cic)|N)b
z$K~x@AyjmxXH8UR@`h7BJju2NVXg!tS6t?T5!a+_uTi{a%4kylniw{{GDQ*-8MUYa
zkx!nL%VgoC@j0=yeT1Z+YJHhORs77QJIgFV;#<(Au}SzUf;lp-Uubt$9DHDq3nNip
zS6V%ORv*?8mza)A2)0v9p(PcPG7ZugN=+eChvFx-ga6MxQs#C~ailDn>x86GM_wd<
z-mh$M&bflI)lIw<*Dey$524Pp>RnpylF@gYo!A65@HoY)lJe+9$vij)cVgrmM-`ku
zl><wU<VOjYr2;%p!cgrqWM=HG6v<H)#j2)nogYLfnlFMU2VHZ<4YeI|HJSC=tIIBy
z?qE~MsE&E>Y9TOl)A!xIcaap{H_%R~MBfpd)Jw9PV>Dr}{I$pKho6%)EHWz>o+()I
z*TTd1;)G*}sXxf8+SQOrNXcRo3Y6Lot;J>5{4^@k)sHI#pv%+Ou;7|>lT#X)bia>O
z;@WY_NpQLa>C9D)YKNW0b3|odBNy^3h~aOw-t63~?_!<nvEqmwvYFgcym!Aw6qt*>
zzqg@V<d~jnz`j=7{qQ-nO(@MT=q}jOKc92dwhSnf8YFj7K+3A&_Pd5#Q|<;@N_Xyu
z2G~6z>4Xs2*VTrbqIUfpzC9)kDDum(gqZWfmjckmdVwjx%mEVziIZzc-Vx7<<{xr>
z5=>WsQ<R@U=eTUsn|_lZWeKGFU{%h?tRjmFtAzY;WTo+ep&*V3t;Jq}PK$O*j6x-2
z-N}#z%tcxu7c)CGN?`1(?N$0svMff*^pUU3r_L?dX_RD@8NnvhnKf^_xwxF^6=ykT
z+4PL?K4y7LyUg&q40#3<@TrgrEEI3&(U9=E4?KZC`>NJGfRkh`?XVvk^RVM2EEGS)
zi_H{B7G$s)bk5^`XSW3FRhc{owF$6lxhT+BiNMozzneL7y~B8U{%xj*+zidCIahaK
zdBBXrldEvYX1`jXU1D{WQ`4k~cf@Kdo7#ZC5BGxqQk+_-y@%}i{2R(HY$>heqyp2%
zw=4d5f3s?hL@CIVYr)tZwV7$fe#&wUo(^2a^o$ZRr=!U(4tOi@9wxKX=%U7cIxMpn
z7k~lGILso~8zz^JsfHb6Ma5Cw(f3>-RffpdY;b8q`~hvHb*(2yr~k3PBLW+d?-L*!
zG8p!oze!XwsJg}>^TkYK*aw6X*7OtY95bo3<-}~oJ_^GOX}E_RUnpubzo-}30H5ra
zT+jI+XqUXlb^yBEFCDNw3gGRM&D;<@k5s>MpC}8KJhY{u70-rPc)|~UqUMTIjyB)4
z(q(-@9KLx(A^fvxkD4dGPa;nfqL3&7+Dpovq1T*T@|*!~i>r@<D^2p{J{?j_wuSA@
z(DON!0$97D2Wof|0$F*g#uwPu^UNd^mVPI2Ll7KaaDhV&QQoS(b|czW(Kgvu(Va7-
z!OQ(8PJ}^){RQ%A!jG9pf7c9P0jk>3R@s`NSv-Drt&Zuou;(M}{k5=$eW|5SNY9O#
zXL~QQ)R{aHI9v#eUMF-DYT%w@GgX=or^(Yi%*#BdN|0qee;W~g<1E*i=gb@RFb86n
zOwHpz3_b!)buJToxXa{yG7H9kibVGzS<PqS<uWAr?n`#Mb`ba8sI%h;9v-+y8MPy3
zZ_Oci*{agGXoKKOnNNQFae-Rm;|hvlm}Df&MF3!#G89M6Jq{V2>hC<GazN(n2C67F
zW|gb@8@$>h6pYx(_`5LNc887q{vJ=sJ1oMuHPjXR8V5j_OSrR95b>l(PVbT9zK1q}
zD|<zKFFEB?zAT&UN_<uC#2=DL$C=qaf#3jKv*u30EqDi>Z#+ib&M7o-bCvU=;jzjJ
zi$zB4xD*tad*7*aKAzDNJq9$coV>3XEP;MtXWa(#xas6y!nC2E4ZY_aJK*DHv;|<d
z9czO9X5AQhhPC~q7wW>$$1^QBDrk9@SLAs>q7|4Fk>&T-#w&=D{p1n!Tj~7XC^y!-
z0)BB)yUf{j2m5><lvq}@qh(&&WW<u<g$=f05eFzy^Wl3tRAh@8xd>;%-^ZPLR{DML
zMz=SlGw1<xX%(MR{2ebJFIj{-iZ}Ik|M#|0_0=m2M{&wE{+XCXrBtKNw$x$q4{oft
zXhvB8URPl>R8^}eUeykOC)fi)BMqS+oru?s^4u_WQz>%+p1-Ly4~a^S3(_Mc;gjv0
z%KjZI$sF4jq6-^4qpcBhP5HEIHu0K_Y7vG4KmmLib+{F1a>428^K6<80BrfuZ^XFM
zdU}ZmugVr3F{i5ftzi$W{Mf;|NjurmR0FZNezsk@$R|Jkh<(gH$qeC6G@~1M-PlG7
z0DPX+e%v-HM)kT>2AA09kBocQVY}=a>CO9luX!{gdEGnd5nO@ne8=Q2M-z#$Fwk#i
zEB^g5_FLw?aOFFaPj^O%AXYM)@$hEzr_<Y~Uu$I!X?VbEhKOX)GlmgkEQ-m6lK`aJ
zw^#3AbqO=@IjaDlj<yq;SOiC4gOwOJ%;Vc_f9^wxT*%RZtfnX*`*4D}F95`OVL~p8
zyKl0AC1^)gfBC%6Tc-qP_{FsRgQdov`8B;=7o;_~V3%_ZCh9gXnyF(J3WPAmSNi!)
z`u6EbTev1VyThu?YEl4tF5D9*1L*HN52M90nCgN6_#lQdXvV-RD-dA0q(TadB!^n~
zY{eHl*4D&BC6hTbRc*B4#1BAjUh$8J4OK0fDh#a)*`fDv<Uf#3p>xv~SuI?PFX9Zy
z;iWag{c*darUx3r2t|QEMf_Cqo6NG-ew`alQOru+v2`i(SN2rmkSXPdDv>NYcHczu
zH1tw1v|wsVPmpPuhfydXL=2q9V*ac`{{%~6mnVP(Uy$#G4~^Y^h;a9rrSIgu=k3F1
zT`+irwDIxssnvzMUw`l4JU*|ugn2N_<LkK8$T_vDvVm(Z&r|78o)umbo*vwTdJM!b
z|7m(}E}qRdU|%zZrBt1x(E)lVCZS5^MR5WmaVhmuRVWqjO>(jvPbcoK`BUI$M4_?7
zIvK0v8daI>&#(70B={tf;;BfJq^Ob-X(%P)i6oK=#fe?eo*Z_VcL;iwcc2+yVS#Lb
z-g_By5q^W|d~^2==yedFM*ODXOWu3=)J>f76i~P=(N1%cU#KhLE;e6V*g|?9yFfZd
zU#1bS8c#Onm=eGb{7|DEpOlzn=wrDCQv4ooM!<F+Yi7fI4i4C|Tw^UhXFk?wsKPy)
zSQ=OoQYlXQ#j97OX{Hj+x+&RAGf~STr4|@~->rKODd(2A2ZdlmCMP88TJH(3M7xQ(
zbc{;1>xke+1<gDVbL?&lI^O@>mTepFqImC{f43MYg0N6kiq8`Ae0fo6`%-?&ZkOA=
zwV5%5dwx+>mKV9<!Jqc&t;DmnDa7I2LyEEuGTrhJeB%B^qb|V}U1wa2o-;0>jY=D*
zq_28-LRd5bbXid7)?WC0QVh}3gtWN#=J%&7H^pxw0^;Meyp}4{`y(57puYnS8<-xA
zvKGZTWdZgU{eWZC;7gE|M%%;wBul{>Lq+IdMT6o=uL%>QEam7CX*0}hpt7<8A+yWa
zPp-9fZhI)*^Yc2tXjdl7F)NqsOnT^uy`vwybk^`42#X;ON2oz?_-a@<sk|k>b%9~O
zfvSlo{!bLuFTmyhOi>k=kQS5uA1JDVHkO9}VW=`Pf6+kyGD^Sjk48*{{~#g%M|$dC
z{^Q?z|E8z1GkmpE6E`w5F?A$lVf_z+_5VkD>c9Q^4?C5e{fnLYMbTtr=HU2Zr!uqu
z-?LL${*pHT3pe|}uv7of6ZL;fPW@*+{#SA;$A1$>|HDmXAY|s?{O9@?bM!C$^e;>F
zKNM6}b{4|_FV}zS|2IRFo%LU&QT8v3e|!5!{$i;9(=+?O$f|5CU%J06)UR?*4#t1!
z{$2N<dSAM~T-3k%|Je9j@4tKb&!@j^)4$gKvQYoF`0MlEk^NK7!Ai*d)#E=5)GyuN
zJLebo^e>6^AN^O^KW)EO^&ckc7nSuty8kd$|JGw={_pww7oGJ#z5l=8nZ6c*<;&y0
z*FVJ7|1Dae=|!v!Yz)n;O$g~#&8&Y|JDB~a;48?@>>V71On=!EGXKLkHL^DRCuUgw
z*WeLxbre%{{N-pw2+hL-O)sYS<>r_E=U*r)y^xKijlH7nFN1$;g&Y{aD6s#i>4hAa
znFtyGI{p<QLJmw{0sWW4`j5cONXYoNmw#!#qWr(wFtHOd{>AV9OT$9Q^xp=)7`*>w
z;EQVePo=+3{C!sc<(!hz*P8shj*=47*E;;ml9CeR7s&QsE$Ee$*uLPt|J7PePT$<f
z;NJ!$tiC*9`nP9a0xKcYzfF7zU(Wp7%`f3^0RPMQm+<A;zkU7^I0?Uo`p*Eqgs)it
z_W-_xufX`bM*o^Rd3zfJMI%Q-O?r7@Q9^npBUeX4dI_svCPqU4zDsETo#X#nl)o6=
z|9YhVPY7GKuYhO&-<Y+NDeKlaV@Sc5U<Y_F_N}$UUVNYtU25ErxO#r1=&=zZbf)3S
zm=lFUKiS@J$3Tv2PKqb7+t*zDXnL75Ppb!(eI6G&-_GoPl=wg2Zdz1rbf~MmpAVOp
zYd&o6FR2UIP9-Z2Zhv<|lSQtT?+s%vdVAd?GzBqwc+_i|*bHk~@y8({z<f};>oDO2
z=S&Sv@b|EuUijK7WXyH^?EHb;4nD8p;RGjlH`A=t=%7-?r_<$mJEwN<?sCum##@9F
zKw#jFezK(02y>WN-675{Ec7c|sGSw<+>)c{jDG%}F^Y~a!qI|Cd^vL-4&$W#VEB%v
zK8tB?EzNP9O~=rJIha2tOGWWVyN>Mg0Z03B9l)Gw?fE<HL4;!j9^iJxRFRxxD7!G0
zE`G59=-uXIjq%`9v7LqYxWUm5<7eM5XUUe#dEU0?`=istDY)bxo1H!VY0}xYKo?4H
zYPAxJaK+tR!cAP#Dpl~*<p;(hpI&X)3wuYptzB#+&DT?B4?9OC&LEH7?Q%-soT=7?
z@@qTR3$)^RvXmje$F!kGG2lz=X~1x$)BL08RuLE8B*Tbc3@Bk`GLNLK;pVCqWn7d9
zr=J$|bI?Tl=9M-}rDT=%E(f;RLqzZgYFD?)RAKnrckh8=csrFt<X-P@9&-8U2vdHw
z%?_xpOysI`ynA~+HHKm~uWyx$;6`&dZIn+rH|ZA6A)JwA<1M-7@}0YgMMe&|E7xRz
z0rd(yal5I}SJUQuN7N7Pvuwz!m%8Zgf+E~pxp|esJHG}9cD{Zc$8Br^JEi1({EYC~
zdMlz;mxz;>NhjJ+YGLhLXpeccFciGMSloYbmU%Q<;rFzX^V<hh^YJu_jZ9g4$e-_K
zkJk#(dWW0$hr*$*14jWq%zxBbD#|lx*WeQ*D}~~)<t($jZ@!32ebePGXMr`Bh}q`9
zh<OCqP)(6ctvhA0BSnDZu>}Hv#~gbKVa+Zsx-`z0TQaz^vm1wSkto<DmrDZ65Zklo
z`OF5h=0B|3KINCMN>A$nT<0+v67&^d&S$mHjT`s~=19HZ6W%K_XV-3<pb8jY`(F}A
z<CUep8l9dYMACa1pjQNen>%iJ-9=}Y$^sW<SOne0I(MC|YGr^(l%3@6RjW<9+E!db
zamV>CWcR1pnulDnm^d6=%x6~Z;M{T-&n75HtqxfT^Jup70ssi9rv)fr(IB7F-Mwu-
zQ6j)Ce&8w}9~@tk#lxpsNl*tE?#0Ws#kTQh42-J$S{xmI5)A`f867U|<1fEkK%TXY
z1nYTwm7?ifPb^Ap>41&dO{2md%Ou3w!{QS8CheQBrRvBZ3_iA~7NCiAblBMYlX>7<
z(*&QJP~EFgtvM{XoYPdcx}y2=_Nr!;MR5#VHXDkomh$L>C4|St*I+++gv4%6ven!s
zth17Mih7Mj3!Jrj&1FHI#@VSpFSyM}+JiAU9Dq2hOI192J*R4>wnNF9;0#KdaWh&*
z&7Y3(3OI9-md^C`8MIfL0Eul^FPV<c|A)D+h>9!dy2UlPdkF6C!GpVW<L>Sr+}+&*
z1nI^hxCIZcjk`Mu?)?1U8@<^#c!M{n!L2&CR#mOqw^p5d&ffV^L%ZqR=U4k3>r|dn
z&>SlmD0Jq+k@z<Jrd%_Lw^nDYc~2OJR5n_X!Mxvl%Z8S@^7Sf=9MBPSy2={uID3p{
zFA-N_O!&e6`MwW7y4Re5_j4Jdj~yMN1%~ud9Y3jD8LeR?(AgB1-Yg$>i&a7VAqn@n
zwgP?(b#9Yb!8Ud)cbxhx7^ejM9c5;fzKZ<^j+M@`p#2;Bl}|!~l8(VUHkjzx*n7LM
z`BFb)h0)6hPS$tp3l45y^3hpHbvzC#Y%K%Z#UrHx=kzudUz_<71SK=S`17ws^;@5m
zZ&2NmayOAQo^lh#7N%n?aj0!mnSWEUjB!-LpFrb%C_Y%UVde3O_=TI!Cbn-PE$UmX
zr)B#?@J4UbK3KP%%k4+O<w)LH8_SGjuLF5W`Z@y3IO@_hFp8j#mMk-1UgwH9>X)&k
zSxRY?4uZ@nC4iz{5ZIt29X}XbqrieNa(LrUy)-M(WNyhCtH@%Lt=rcUr0KuoYKB+V
zy{4YjOGE0F5?vWDHLi=E89&Y<>7ag_Z5Ka$YK=yb_@yb%vA*#xdn`VjnXGL)RJmB%
zC{F#BMz&s1ohh0sH(eFQ!(cPtmS=IrN4C<Udi&^7t#KuGzUn}CmsiaWXqBA9qx;vY
zb-H!pu0rR#SIoR(5{RgV$MMv5g4mr};#;MKb%tDgt~p4DM4BZcmXmJ`GUPx867Ut5
z=cST#)3<F*ofl-2a0@nE_~MxP%`qW1etFs@W^MY^7Zl)R;aCtGzY256TM5(Un*7DJ
z&81e+ZXB0;*z*FrE9lfdXUp6%_%wdCc${S`6gaCy&)KpxqsRS)`vwLG7V*W>{lv-r
z3r1O8as0-AEU1jjZI<)bJeFPq=Z8UYv|W7Uu0$?fj)gsFdi~xZJN9FZfCm|5heP%c
zRSmA-kBZ2%D75Mza|t@kpC_nu#IZm@T_(eb2um@AK>}7@a<<rMQo&$!?nq0qqmcXq
zU7^IIUllx&B4VZo+`njXFS)gdG3b~kiU^W^2$)G(Pdb;n=xN!YcLl*sP!r{tNSM(w
zp~j1-Nm(z9Ofzc{w~WZUS;KYyYULf9Ce<SDnw}~W(6K?6PX&7!h8?udwpN#LyF)88
zZr~B+9Ln$VGD%)Lrh%`E#>Tmd{sqZdM$rD2A4Fu4MAf%hJ21EIozw2cx3CUoieGI&
zLL&>xz70H_{(`eYYO|+n#xa8!wKk3P4fIB6;poE3TfN@a_UC9CiEzZ+!c{JV<SB?;
z;1>*~=eV47reKOB+vj3QwjZTWT$%a}qy`riA9DypuMWz5FsBs+8Xw1^Px&3ikj1W{
zxA%n)!+M29mWloRD0xFte6XiY6+(#xVj+h-?sT%h?N~dnVY)8Blc)2Nhcm?d(7}BA
z-pt_S@Q(+iqt4(XLa2mE_Vs^34HumwoPw1W?irPio(n#!fP9(I&&7@6(pGIJtqx^^
z3Bwtz!dCoU+39wP;T~k?MM`yKD6F1Df~-BL*NOpLhvZygzdF+yd})6RAZ;#w&OyKt
zI-oYY(T^OD80wYpfQgqpQ$=bXV|OMq%nJR3i58Y|r}?LZdh53Z|6wdbF(M|}H%u`?
zX3{c*74OFp;H!$IibhX%FKApEPB*w5i|3rnt@ua7yW;8eHN~&5B$Y>1q$HJDPu;@R
z5oaQC-Teshrla{sZ3_4b#Dd1tocOC8dJ!JvLhTeL@kP5|6KX<f%G|1`-`Xx`2XovB
zm~#HCL8rDFAEuX6py0DuBr^L-FV?$uO_o@#qvb0RFzb%ZL#MXsvYFmPVh|c5@#24;
zGts*BPWESZ8_%eC*5MyD!Ip(7uXStBICGX|dK9&Aa}w$kE$DbxcGxyqb3AKT-w9U%
z-I@%u{A`;9@9T6+EQTW#Zu{&5gCND1XC^#Fu@L8v*1(@YyHR>41UrvRu!U(?o#&wK
zOw@_t(Gt8}n<3k{f4!hEf)9?aRl6n`!Rh{pWB#R@)TXYh7eN0c*h9a@jZ1fqT-!-{
zQ+)UQ9f_@F?~e;1(uS-!%+~1}!K$s0rKcFLh7r1#T3DK5(-;zOLygQD=hF3zrYV8q
zR3G^&o!-5slxMIrSYYzf)D3R6p<ZSUtBUa)?r=q-E<Ya72oDAeAQ<~%LN=1Xx(T5U
z{vu|lL{zne@F4UB4?=aoL=pF@Z`>p}pzStVfB5OUd%V?xN1+H>ukw`feXB6!?}63A
zE#Xu<cwY>hG6yv--+Yluu-Xm-0w3aTH8j)=pUG(&&_sgTeJ5W<5!jX&9NGyQAOIIA
zFu}6#;SNoQZ=AH20S{t@FHi9aPlxY-Q%$=qx@t8nXyNBc0WtUlm<$$BZ#p}{DyghV
zz}X5_`gyVpQBhc~5Ntnj#ry4z37D!O=jZ^3?EW4kP>=sGBvD5T+ya$!iO2su;rRYp
z^OgjbwfZw8!$8<n2FxO&wYHm}spokcMW+U61L;w2RNVbMAvhCWZJ*K_q^vvPC!4-W
zFn+E%rTfE#-vAf}B@q{s(N{4}qUtu~E%*$IHHUuaJW@7;1>mR0na`b)wCY;G0>6PQ
zbU_=6D;F5uhE0GOACnGT6VbbLh_GV_1h7fjc_QTQvTzqh5k8IvA^Slhb+9oQodQ`W
z|2mr6qBexOs(SiQD8E8y{S}=NOkykS)vQ+PVCq&^J+fxTpF`sDMUUyvLPN{py~9#&
zOVNd-eKn=t*arE(gLCMq1rozrqRY0=s~wvmja{~4LqVNA;&;q{Tkvv!AEr&S-FJMF
z98bo5>!UYh0aAeTwLa~UF7F8g={UV7=A#8+ZSN4;EK+-_t>JXmD}Gn59Kf<kjC~0d
zfb}RL=wp;QpR71Z6D2vKe0hJ!oL3<g)q0P|t8$Qf7AO{F3ZU37^nM|o@pyl9`&Jjo
zbYJQ5+wp!`aJ|=Wcxqd}#YqK<q-lr4<mp?3;3|T#W^AUoJ@TnY$1};ohVk{=;|qCW
zV12+wl>cS8wv2cc;{eX@IOemry<LEIlj)brzSAU2qx<8=ts@<*s*}G^>|Cq9<Cc1m
zaOBFBntBc{)Q&_W=Bjp9V}mQa-&F{1IzW%Dft&BFc<a81C2XT%9wbii4m=S3AzK=x
z%5?ivtkh~Ctx1#a1<7L73DznqP-B>;s)=$T$3b|9Pp`V>@QpJI@29QY0+p1G(th*w
zQGzkcv+n?NWoG%hk;HY3rtp|=Kw~bV8sOXjM`aK(__pelymA72sX_%RhaHYYXOYU0
z=<Lz@q#d=)$|UhTwb~Dy(;>zWAwBe}7YK1!UZT1{0-||^xH(WRO%8!KVE_<PSa#tk
zTPIln%W!YANMZeLT(VYNh$iBx;3p9HK=os2(pG?;wWn`2X8t1WLtLlrDuofo<yLim
zYX!F6*IcK*aaINp*Ux|v8z@T}z59_^2ZLZuh#QKtj?SXl9W}TnrC-xP`0$M)G}Hc+
zcO7;41k4WwiM8)?`<G%MEd7D299YdRVzt{GgO64C4;UAMHSN?rRL}q(m9h|0knRUs
zW&m2l$bWlj)o;&E%1iAv$qYQ&P>jDufvvO>vkU;eE?YaOAn6Z7G*E=--}#x1AJXc#
zgd&*Wr+Da0V3O@v4S78k1iz5!!sP>nA3#s70I$tgV>)U2so$dB6*#OPR_<VGd*q>8
z`^wb$FE-(B0-4P#6ErA!z6q&n1M&!d*$Px&#{}CWDpcl3+5_BBeq`&cm>{l>Y=94-
z^qTUZe7S5oL?3)1K&iv<^9HN`Pw?mQ{|J9hMeXN>4_?#%2Z0{zE5KicR8NgN_gHVy
z!&6uW_l2S|aL+BSJ-Uczo`uzOWSw3wq>~=ccW`xTOyoFaD%6#Y4p7of-b4c#br+2t
zJtpU9yq6SO7yljzP7mXk?hT_na0kE=U!lkU^j)Zk7={CwXd4(i(QWQNKKQ5!1$ez+
zbPOo2#_D1FW`IFf9r&D>gsZXc`C+gRd<wHbV+1{J%bsZgKvY(oI#i#j_F{j^u5;Y2
z{!v|)Gp1b)XVR47AZ*$I8KtfQj`{EA0EA8bdTmcy!<u*pK79N#FP4>%+chJE#t==G
z5#OKmm7q0z;&rSl3!}s=i`%PT&kELt$zUs;DJReC&tPzu-45vCb6tVQx>=JB49P9B
z7*2#S)v50QOQ<k~l7Uz64f9#Oe}jh#z>NT@JZJZXl~<;Yg~V@wtQWkk>|DbFx4Nu-
ztM>z(V+K`*sCJG90`K!LEgW(+7jRs~s3n~k8+>q@LP+I5CVW(NlBrkt$D?XWX3^Wy
z;Qn|H^X%r6XX5IiTl-_ShwxBijjccuc#j*ZF{S!>Z?L&W416L0-&$35%Hf9%&>ArT
z*A%$DC-y2dd*oh(+j{^=gHEKHH`=^MYRF4Ipfv#vHjJ<Eov0!Im-`<)o{E8aK<(ub
z;C8@I+XT)31<Vn+au@Ew7zgC*c{``h3r?tM*N0~({|0HSlo_u9Z}B_-3)iIjFpSXb
zr|>?pc2cDR`F^560=y0dDKN=4S!g9LCELbM;oY}>2-baIT}~6=cmj;#0}F$m;QgkW
zFRlSDNL7N$h}>ONOWmhW$X7Ap_7E4wpApuGD3vkSAwZUL4?~Wmb7LETTU52JGBh`r
z!ZXPp-dVLRdL85t`o?nB^Mm9a{K3G8x@s}i7jVW@>9+<~S=lY=4e>hKsX9j%Mad=s
z3yJZ?jCaN2&{TE^d#CX^mBbM=7cK01392==Ka*){^3D5R*q6w!4jdTkrM3+_bMu{i
zYX&A&TR2T!uGaB6Nv=mO=}I<dbP4ZFtil#l^K}|>ZMcayd-cFu`9Xr>pnU>E&vdq&
zn0SMy7>bN8yoe&Qs2E<t)jD;nL^OqJ3I7N*jQCY4oBz!L;dmg-pP{*q(FW?xAT_kB
z1#2};AR2~cNWHltoJg~U0TNd7)gTOZp>NOW|7a4XAn(Hxt<8AnIIjlv!V(Z@z29%w
zZr^_W-$&n}^TlclT~NI4zbtnDFFN@Su<YQ$vCqw69);_#Xm(C@K7pilH~-icrby~9
zyD(4bqX6OFFj>jr>xJJtKhh`_%>mwIvuCFw{`jQAOd$X=awtnny~Jhv%64`Wz$y=~
zrKQRJzu0iVB7BuXH%u19m~{+{o|jcHRa&ffX?(+FvOc6IuBXJ4S+9%SXG^o{J78X!
zE~j0c@jS#+={s;20-1L~wsVMT`snpx0$6$4*7L~{{^P&gt*jbQqm6~Tol1MGo1A0p
zWZ&jKbGq{jV5*^D^X%Xq%aB)K_L>)Sqo+IzhnqV2NoWf7`ybO3rJy`fsgZNuQcoW~
z(%CPs71UZxB`B+_B<pyfPgUM+H8!m}2*6zhWMU=UD&IE8<Fnq2T7=qFIWM*)2cPl<
z9@N~`=q+Qnu);xRT>HD2_1W-{@P3DHZfzQM;Y|2%8LHtEa&U@j(oN>_c&su}EAoDj
zkHo!Aco2eolWW_;H&EX}U6t19!ivJ}*ipP|_4=DfuA^a%-F*iA5-s^z&g7j?1lne&
ze#@PHjkCZ<cyuaq*2R3g=Y@W?0R!M6Pps9QZL!+ROcS0qQUmWH@7d@RcBgLU1$LG$
zJbt8DI#kn!Tk=*@dsCS%-V&(<z|>Te#<$w>n64Vd9=(W|sgyWhbJ4z7Jsp<;LY-!N
zrMo_>SqYO^@(lx|2Ht71Wwj_`{HUnLW-pEddsjQ!)Bp%cDfNG9fKQs*OL0oUS6`f}
zACbX=Ajb)&aFoDQq)bwJ$k|6*xcY>x%33*UX-*fg#obKP#Bs+oiU2$)_i=3QK-%vj
z2ThE(T~Nd|P~i1|ZMuD0?xXnRbSd`5)=YTJ%#*OXt$F(1Ql<7x1T6OGW~jM1NI3^m
zLO9(ar}(^)b>U-b614)$HEbIc7N{lHznjao%HOoxGcS1IGFe~H`%!!P$?qE0x9yBa
z0ZU{OTA@qtmve^gW3hJLv(*t#zk%Dndj$#7Z0jB&vZa;I!uR$(63qz{L%f3fjuRkP
zkGFT;d>D(|PRILa;9ROB-bQ4-Qg(xqVT+#c%sB$vEnO$J@J83~N-r|;R^RO)Y((mP
z<OXl(z)EenPA@gMdkx#-EQs6#DwV$`$BQa+XR-R^NqT45b~Ltt<==1Nu%pMwu6Ocp
zz+@tG?-H>DTSqom%m#w1OyM9t-_M`i(k_Xl&Kg*ZFVv@QsCi}u3q<B*Z%V%;viNF^
zYqkD7T`FF^U0wRp5P*KKViroXem`^p?EV;kn}JAAT3s+xO}x8P8uJ}54tw38aI(9r
z_Tq+AL0yI-J{udQwtSaq6Ha~2I>Q1nJ&<rm`nM+A((S})iSc#}kq)6DrB3Z)lOO6Y
zk62vhGiMs(oR969TZw0wWfH!sq|Y&d>gllAX1wizynx<?%`TkUtzY%`cf#?TA$$8j
z@=vVtksdaMFaW!diG6Ji)d(K=+69)0`5Xx|ZH-U&s4{F2mVEL$T5tUb9?KXW-=>eP
z*i^P;bRS7sDh8sZTVPQb%rSO^wKJe!+PiHpZPSK-?-31?`%=niSoJ(n@Qnztw6Sqi
zBWqziIOd_$Kfzf?Y$QKzU2F^)^H8wD@C@YfURQ4S>vbFxYO2wB>A~skJwOtT)uCTH
z!|NzTg-4BCjXH2GH%8TBeqkv>$xTJdDvq-qNn_Mcz-&st1IJEPbQk}(;H=F$`a3b^
zVK=ppk}281E|48`tXyq(I0;!vR}Y^;4pX>yUH9da1{k~Y1A?d8-UmPTR(c$>27>^`
zE=Zcls;9yP$cB}Ac3?p81f?botu&x`@gyT)7X14F6I`zjo{{sIpk)NeC95k*fM{zW
zEJ{s`fBEHal88T+qw+u<A1u+tIL!!6HChq#@#2AQcrR9;lwc|Nqf<dOFeBU5LQdfi
zaO%lIr+UR-zG&x>VD*WQHeGs1)!l%9yDE6u&O?Du8t;IXHNv|{H&3(2n9Z=-E>N2k
z0iV1ale<*4&LZ6osX_C<0jJ*FP_xT=-vMT`vw-{&58dkR;B$$+i97ky-Ob57g~I*p
zdc@Xj_@;^Xw%1a>VYAS8G{rWQ4#^|iAlJ+AlHL#XP8T$lc8Ds)5~F_N+T6@hX@@c<
z$Q`fdu%KG{&qDq3l63i6wE&=INP4+UY?-!p^|c#v^HVSU-o##`%szGTJj2kvqgUY-
zx%OM47u(+x0~ySk4|SjcXgQw{X2ai`jQG%(2Dnq}DxhdnAl)`w+>P4cU&;EvG4cYH
zT30zk?>PT0I$y8pBoNMrbxQ@r2g<8kyf}?T6eOyT0mJ<j;#acUOpz?!<#kWlqn=8?
z#x!_W=uqviMhalbbiU_qH#rrsT!(awO=_(Jn_I9-ET(hcmTG&Rt^@LM;G#zB@sKkI
zw1I{KWZ8l5kBfy-O7XrK#Is%uoaeg8@1CGe)|gKl+v+Hd#pkER=d+XY|GMu=?wJQk
z?ivNR8><$H)W;W3#y%k%WuM^>O=S1PC!Hbgd#r@@7hclVQOMVL!@M^;zHyVLv;V4Z
z^EfSETB{);z(4P9=P_b&rWWwemFO!yr5{ARE8}i1#Vt&6qwoh&vynXecx!+?7zT|t
zpEHjv%<$j*ELapQFbdc2N?+$D7<rDYVDn9x=W1$e>o?QC>?-`5d67M6mE9bKDLIw?
zJrSr^<<HPe5wxhm%i8PZfz{E;is;bwcfn1BGjrEjGe7{{YG04t?^uuB>X_tW;~nju
z{`C-}+fhd-#+Y860tKU0?fv;)Gz(CUe(GJxWq&94-Zj)ZjrHe2&jU`7>&KOsW(McZ
zth8s6eXVWNvWTI~r0sCEy^<f1!RQ(i$qsgbWM2K!tcC51wPu;%WNGf}tiaADR;GeS
zqsmCzEK$+a_vV%{LbFbeeWZ@p7*eKEs)eb(bu`FCW<Ufd><p`9FKgITV^l);pp;vM
z*Y{7iI<^hLwW?i1rs@xA6x%uEY0M{=EWgr=Npu|w?(x4ob%sd!v!=?}1neW%G@Di2
zL1&KXN#f{>bW=@`&WtBM!_f{#Ry0(M|ClhAcGg>HK}+E2)&iSV*)Ar9uiwP18Yalj
zAwe=unps0Q--gzx2-R78t;y=8jt!!FEPy9Vr1}VELEJJj+A?8*ZwVe}L%;a}iS9Wn
zEnfC|dWhb!qj7&Z@o%{rlsVmncQ>&PuR!EIRFmoEriA`yI{8e6ZgHqLTnC-9lbJ~_
zD41n?yETj2hD9&>U(V`Tc)X*s+m_oB>dP)z^2{c6h1xu188W`Ulg=_(m`)CVvlzEa
zeswrp4&f}hOE~MbwQ`NP?xphYJjTL^+}o)V&8&ENx$FX>M%>(Euk_aci2IYk{3TVi
z*oFAaS?9QJzK1G<)3lz|;Sb5or!)QpC>0>LQ1K?#h)%TeO;j@zK4ixEs&5kACb#S`
zRMP5|KS4IrmFQ2{^kgvRt!s0($Tg{Tz{q5@`Prr#xX{IY?Xb}2;5=}WOBAip=W1=k
z5hce*sC?pvy+7c$l8g`kUzjf8uYSu?Vf2|^=J}_mp8{pPKV>A=8F-bUy9NEVUOSlG
z{j9r&xc{AWQP9a_V4pbSKFcaEaHzxr&TQ1i1T&s;m0Q)}`)Q!eS2%TtRpx~2@Qx3)
z+NCtd*%oWX<#S9*!pqI`mv^$#bFv{`Q7)N%{;A<F!0ZFX^9KY9mF8WG)n5&FBo}06
zjm(qh#KZTyGI>MMV$@uWT%27Ke{`pu7UB*Y{eh=vrMq!n0?nWaCk#`ZRs3vBmK?jx
zWjoo6`xl-t{?=B~mQ|W&xx*I3WW&&}(GVB-``t#%?I?6(5B=V*p5T0!*D!&BUBSlz
z%d(Y+BpppFYOb8xc|~pf6)78%J7wuJ+8c-7R-ZZ{So^|Zyyds-A5*ncG~<`kFwfNY
z+osG<qRSR31_~&!Gml2$T3e~e#d?Y58}F^SSlEB{8#@uzgM3+{eU3HRac@=6@zWR;
z$zx)_HIqIQMl57}EdjSJZ;dhO1rLs<<yL;GHvAx$S7&fkP32&I*T1LH_U7dgpu<#!
zzlG}fQy7?=i#;^Uzujv2cYaQ0D<$$1O2&_?CJbtE`%DvruP2%MB95Cn^|yk5jrR`b
zA|0`8O(+E!^IRXQ`v%REbF(FzIe><t@d;CW+|Ty^sPM~2g6pH2Kf@cH0ilo6Xb6!p
zpHFU46QKaFhv*ob1{KFBjQnw}oBky?JRjulc!MeSDLgFt-l#CLj$wUA`e&|pymBGM
zr?x{bxoG)q*%&-PH`O+V8Yd(UIJamc9pkbFB_Co`MXkf!z^R%6@<28X6w1*@XZ7cd
z!)z?w_I-@O$$=~P<<ed)F{ww#;}FKEYrXp!aLL4$^VU_b0@~c*<surtwQM+ziW+Zh
zqzksO;SNxrwn5K__EY*Yns!tAMK7gzEL62SnM5U@SMng&QIxjjc-npN>~5NoBgMe1
zS(|B_c+?WgvJ&D>xX_i24+GAPYBXD;JG(XEJ1L)LZ1tYC&pk)P;p^LKaU=q#GbO&<
zfdH(hlAI)OV61%D0?Mc6KsO_m<RzWbD1Y;!FS<()JnO%WN$OdV+DPf39C1=S@j*px
zB)`fl3<RT)VBJ#|!Lhm{qJG4WZve-;W@b^QY`jbH)*vC`ZvZ+LK8MS;&ejh3hiO=l
zkLodB_WlONMQM+Ko7#KViqDCFr!pDwZ9uJ+@4(Z`-o3f|Rur?WJ`vzjT|$wN#`7_I
zzcj7_yY#EP3&GSW(s00LoptA$E(-;k*jBxqtBJQzHnVk@OKzhkV+_j<Te6`>pU4Oi
z><DSUSeN-g&_d@<d6wghcg+Y!PL27E8R|OspxY21|1*QJ4EOJ>(E%wm@sGTCzRtT~
za+uO{bN2*eH-ph6<>sOGFYd9(8@@}Of3u39YMf74V&RrG^7YX&y_#J;Rra-{d9BCe
zzP@zKf;uid9#E(E-mW9CMVl2EQi;cZTn~27)w=o5r)SVlOgiY1rLl6#+1d4BfZ6md
zF8xcj<YAWYgw9yN7#I@bhgBHTsF<ta6RaiF<yh!cO50Y9DTNw$-U@lor13%kHJV>H
zUT0N*g5uD~Y~)+x(rq8-)nx}c=U$yp+a+dQ(i9GxEEcgd6We>}+Zehtshv<pSW0>}
z11&i#W(dqvHT*oAKh2Et_L98vm^B&T5M~%n=ySCUYu@&)P^}R5X{LZrDtgCL_2xB8
z46{F-sF&ywI!Cs@p(PZ#y+7~qXhXBlF&>?VBdhdSxV!(d0&_{n8Yq^x-Ps)pUolc-
z4C{>7`{eKORe3FKnhtds?@-P|J+%&oDP+R3ydE|)E@a(M!U^S`4B?zK(x+pL4h9eN
znw*r}DPEu2WASSjo`?*R8e@1akXu=Bk>nt@e;vSL`E`np*w}i0xfUTw;P*}?CB#Ph
zialzAAI0(Ioy>Pqz42>bZ|>+SZ^8A7{>m6DVTcgu2xL2#doXE(Rj+h?!EMnEJeq8b
zcz)(wdv{JY+PfQFT1m9c!M;{YI8;JEZ>Oo8_ECSnQ8~O0h~!Aj8xp7bwf0m<a@NHd
z;qa4p2Re_)g6*Ark%5Zkb8l>dpx!S+2iqSuql~Y~s5IT2SeTd>Kn!hnl@a*+mo6VU
z^&&Qrf8;Vto^gLC`j5QW+P5Kcy>TS@VFYpH>n2vFeE~EQhrHMC7zMAX1j?v6nguvl
zQ$dNl){?m=iPQP<Znb8EiL@G`XI0{<0~_6Z2jh>@NkWTqLzGIv!x5jp)drRro#edb
zso~~LU$yB!j8m4*ZPlwEyD&Tc8{4Oyk@uPmrInbP;dv1#61V^(>W1zWE!xQ4%VBza
z@MLf}{&<|z;m1x+9F8fgc8d!Ou&T)|l^>j*^O^qY`z)6BCQ>@=9V{RF$BCCe6aKkp
zcf{(ixsjzluE5*7C!&_k)#vXB?~H!9GYEMkG|?{#7oNPC;~LgMGRbJR)DI?wnd(FW
zUO@PEpQYhDPf_tKHrXB6v*-3ejfPbWV?{%ZBYCN8A(^z~KluqttJ@SYeX=-G9G)o=
zd0&^_JvycWzD@j@&8~cF5#~>Uh_n59WW%vej{NpC(5pru9HB4D6HEQu@-5u|_IVdZ
zN^Lr6HK6V5+34uxjH9Y{dRvI%n{0^n7}E&E;7D)sf}WJrm6xaKQ?wq2Qgnq>ZgG!s
z5z*LbLuL-8GwGT|53%q}+?85!Wfm1qsElv622EbfN5H`JXsi@RG+Z<!`}p|YaDx;%
zjrG`HskJfX=e2TJkS?d0astoGorczYl`Kkvg=Gxx@T<kZT7gS4X|T)m=AqIGRpd7w
zXE0GE|NU!1>-3~gAF=;t0+v0CYubDpml@-frh&k`8&)0MK2+@4R8Q<KL)mm3+*Vg$
z$87(*r_62Z(w$(%ISQ2NLh)%$cEs$DBYov)-Q+YtF*@j5b^Z)fAlaFmSBOy{cDLK<
z$PcXBc+4j1w0h09l4i{b{R);&8p3AxgCl_dkFd=W45aVpzu>nXqwU-v&fq|3DTVK*
zx63%|e`W*Wd3bXZpXjBY8;-H#b)YB42%xeTw~r&24qsk69^};iavXY3;TyQ-KbaW0
zlbK(Oj9C7$oSFwTi%xYvTnf^ms5X7)ssI`Jsox#Vj6)8eQhe@sA@TORbs`6^dC*oO
zzWFx6BBA|A-WxyZ%InK=__38kE)6pBnS1qSpTCWL;qxs#v;LYHtn1Cz?bqHA>mU1~
zP=LnV+yZv~nbfzTEwiNp%s#KE9Z9|hb+3(0cs{N+6%ICapFb($jdA2_z2kB}SwQyO
z7y2EEUS3H{1(!S1o){OMs=KLPL@xMCgI<SvRzv9uu6ki3Cq7wB?ddH5H`PCXOGQpd
zy9&QdRS~1heJBhk`kIR7oHwCdS)Qj}!}Zr{M3I_}0YIL4d422AQ*I4xZPVebxSWT}
z5pvmPF8fz4KU}U4W=fV|69E#`CRQp5)1YfyOvYBc<8NDgEj=%26tqgQ`0On7rQq)!
zDErF<^)u6H+nTQ;Wjt9XJpv<}!})JkmzwAo_wY^%f92<CiF{fFC0}3XE!Q&P?N@iI
ztM!ey0BEk<8;Gl)V9n-rLD!P_0pEHv4m+P9v#1`b?{7bSFUhjafX4V@_tS#v&eJO!
zv1V3aqYVQq-JlMwc29$|?Pfcnsl>=j4;oXybRUhHE--wG-6c;*$XR<zI@9lf5wFp&
z5A|_2)55(B?SrhuT1ILU+_F+mANLNwG23(Q4D=ISAAoB71=eOpHFcOP`kzVH+6%6l
zb&4e#@Fg@3cVi%!m)k@t5-ma6-uU$4EeNPQtffSx7-vN1_iVk5ZTD5sW=n)AGK5Et
z!!ts2b%Lp4D%X_OY*BBONh{H%sF}_RSg;)PbTh!`w_Lt9#=`okK%hNH5r<S4zdWO#
z0KLX`yyL0KlCzkgl1;3qyL?dOrHr;!M(G+tSh{D{t%#HOhfZl3^7y!w{_f;x1jXBp
zsuU@?7{ge6ja`D@QUeNWho9N0QeG0;JBH15mVaL;oey~A%zqVaAEVJr!9gf?t1Z_0
zt9*r1S5UBk(CNqYg*wG{wXvP%^P?=v@eaS=Ck&xXoZ0|hfn#`g(hyJk_W8k<yE3{2
zHt1<e!ws5RrmR;~E3Mhjztu=hZEPb2DT2!W-C##dEZ!yGeTMNuE=0&#V!L?%<2?eL
z*Z${DaWxuRxcQb&;J#gE9_Tpz6aFy5=y_X)t=M$6eJ$c1$<bv5(nm_r*gey|glS^*
zNsjk8d=3V!OfSi^=4yo~<lxu0iqt&JSnEB0_gUe8+Ak>2C_g#}Cccl6?-z2J&gn#N
z;7@g0Aq8K*@Ju5?P?=08wacNCI6pFaKjX0<wCpXp<`0C_ld$<D_i#o><`*<XYxX?8
zFwbtitu1jhQI$lmS0ni1cyX4qT-oI?4@DB=RgIy%e6rw;4`)qjpl(459x*5JWKTbg
zja}ajegD-+3F|SIpWieoB6Fd!9UW2C{XsqXk>fEAr(W#In=ctnoIl@%7Mkh*50fcn
zS~732S7CU;zX2|=*LBMYea|0_AK`>`{eyJO^~dn|9bMwBPZnLLx%}~64ALB3FVi@Z
zSfTK2)nHold(+*)>|YLC&M?+G$?kH%Ucw&6gMkH};~R1)!Yl^?z@efR=Q%&Lt6O(G
zsK0}M)7g!N8P20C)?bp{+I6Lq(vz0CJ~QG8A9!3bc75R4cZ@IP>>c~`w_X1-;*90|
z`){%#D;J!Yvpr=D15H^>Q$MvUv8!pRbdqpejP!6d+lzUrc=kuV;I6Fh2;b4>3M*|~
zqRY~vR7Ae67gLcC9mtyQAFEcP!9T@>-F*A`zomxhMUhW|O<%4e<Oc7>?Op!i%_s_p
zeb81un=Nw9TLqW>`G#aocSl&$7<HJ#u(a&Prmfsvq`suAi*=qL@7!_KNVDP0g_HR7
zdDZZ1KzEW;Uz_wvG3zXzWQDEks$$P)^X!QYgfT~vb!lGmjlU;Pl(zZIEUV*wS<L(H
z0>NB>ZsLmQElOn<&{fPt9^ohO%Fxr7rm_dw?p##zka}(J=RtmDOoi^A_jYZ;mP9PE
znGSEpG?}pGRaC76IvxHy`l=)Gn+H&ADt%1dF3T_)Qx3V<jMI5$safEXOyA%xI$sHo
zm*R7~O5Hw0GGVna#iiA?b6nAueVBLn>0p7)b9e{GD6V<G*aHV+nF3_ij@UXX{GHG`
ziq?e2m=?!;Wy#Q)*u+{cAvGW)Ju+3AQ7^dE?fI!o8~>HB4lK_djj=GGA&~fj;Nb=C
zhSjK|?Z~7{^D3T;O8={Odhu;McQzpYTgfmFqlxua30f&|2(cWc3ezp?S-zftFGp*7
z!AcRM+b#4+_A`v25Xu-Gt~1CU>T*%HV6E<12#F)gqiy8MJpQu`<4wptG3xc&Ak7#-
z%w7F;bxc}4ePU;nG>E&)=MjtjASOkN&H9bHnPOHSRMAChBiRJSAjmszJ~jlBuB3+C
zKS<PaTtU(rZR3O55n<!?=wLKa(rBgyGBVPCZQnjrNv#}^5^&F57T__JXa4lp*pGyd
zIBD^{US8S`UgbCMait+AC()}SP&e-_OM$}4<Sv9+7e*%V+izcV)e+sZmFdQ?d>C>L
z6Ykm5jT$Wz2HXFh&Xg{NbHE}tES!gXay2t02yL#|#D#6?k_dF6YUmuo?_Wz#$P6PG
zk8ynex%?4Nl*dx^Wa@64-c8|(lyiq-T${17RMc$)U8ihZJOEXr)znQkG4;3~ad-N{
zS#uM$x0KFc|BIMhyVNTl9>yAT2%B&u>*Umw*P5j^e0E9qWvDj?)YAD72ajPm%D1cV
zE~&SfPP~F+#|K`WcN)R+U2^)yw#_YtN?nTm*r2p>qpKBYMZQzYgObt$rH)A1Zs?y@
zuWZ<x^_A<hVS#r0Ok3V(1!btwM3Jz?Y+TPINbZ7g+Pf*4u(?^6h-FxQ$>qUHqo$h`
zEfxvq+LPr^X}UyaN&Hi43OMl7uU@O)dTwaX-1|1u=zTSypt7)pHXJs%0KsZWCc6q7
z9eJD7ig^5hO<oOkqhkcN-O5PfnC^b6sh;D*^_>?3iN#2DvF}y)-zAkYWlX(I2#Nf3
zIPylce}||}5h(zttK<Tb3?FxF0GC-@rBS*BW<G4SwTHSY18NOF3^%?E5z$S3$|;5~
z?nJpE3mY1bsW+nPAdRKLtk_S<;`3%}lrq>kU|pyNd*vNwAg-@!^LpI=R7T<`_dsIG
zeOXjx^f*5F=HRh)CfvF&Q_-4$-OC!E4-ZW%9n4NqdO9hMM#$FYv8$IbO_M^`+7af`
z)<Mk)-tocqaY2P{$K}drDS^e2)f#Ih6#v2C%gFEr0Op<Nnj{;{TlL`(s{J~YSb>#C
znQZrBT@Qtuy*s1QzCeGI!9(>W4-sora4Cuv7v8__JPrDq9&b;6m%lPdv3azd2=^#G
z+C<iB5r=0(b@lk`?1slphIaJT;Y=Gy5h_%?4{|#A5kr^aP1N^{ePyq{%Zf-kM4~9d
z@F$9pE_kEL`8mluhCSKUQwP36n+!AS#F|4>@U$?oghD#oe+JD+V{sBB9qE~%X9l{k
zijJ{Sjoh@u^ws@z)e~=klB8>E*cUe-6^4M`oDN(zcb^it_#@uUA_-+M<h2ouwJS!m
zGv?yi@V$?|zl<?OF)6AoxxKOPJ|FZIiR<?X+{2whc#9=ku<a4PK<Y6RJr-|s>_PQ@
zgYi*HqZ5uMlg-*RVbVxNt|(uz{q?2TIk{zSV>EVYY(0hm&_Te8eD)T>l9-E^g}t^j
zrwlEzm9NSb{Wo#gaEHm9Lwr6?jXY8R^n$j@7hI7;!&_6m%!Dem*}aY1d3=nk+&8Y9
z*6NKnO@99TYWD3OYS42(ULp>|SonQWx_<3$w<DQ%-dkNhM(A`MKZmUW8CNH!GSk;y
zqMW89H>747;xH^@toK_x`i6c}FZU?5%KAhL%|JueM;)3XX8I(>vskzHLcePM52vDe
zUw<knO0;c|QXneD_6E0+9GR<*K`J3IRGx5Ze14j2^3eX9_a9?PG4N0IIod~UrhQcI
zQis!u$hn##RXyZ@aIvCf9j>3S{_|JdB)lTJT8am%Y~W}W`&!-4c<DUk6<7zAnaY-w
z^PYtB-xN~FC92|5OT~jV^!vWYgl^G&{d}+*qxHS*R4)+)19t{YV=r|9$lrdbnEY*G
zLj6^jIz~w!6P%shlniPQ9`(Ab_*`%}oiLjKuY=qczfyf5ueJiHcDL^N9ddRrbc35&
z9u(W|QI|S0e!$<9G1}L=sT7nN()uC(B@U-}UR$Y1Rv#hdj~cHzb?bAwo{%3k#wRWC
zqHoy|ScsCxf5cZ&PtXfTUm~S;KPFhrgjroF<6Z3R`y5MurEG+$zZ5rMLRexAd^7*q
zac1BC#D+jX|HPJ&Zch9Uk4U`X7x}A}7GkN8jeYg+Giicir1Mk*c2~<W;F()d-#3R1
z$RZKBjzi(NEli0DPX-2!{D3{H%Bnp1>K2g|$Iuq!ppVDF-%ZO5HQ)Firh=29b5%C;
zqIygi9qsljhGb0>1xqoTyG1lPjglQ!J68qMXtD)KPrA!Gp>B*Fv%*vYyHlF`K@15n
zKG|YDk`-(%1bm<Fe&XYjnzHw#pv|Qlb(DE>__;y=!Gh--JA942aFt7;fdn6QYPo2s
zBJ7Zyw#}`HU3TwZV2fvT@yW%e24PAZU0)TxBf7e3=ne_gPp4&)2%%s@_fA85%`ktT
z;VtQ*Q1mG3%@f-f)sSyVuY-2U+xvHoD%>kX*fWzsl#fJ>$ew;P+3HbF{!31ET6#VT
zv-~51w9MU+3+7W^!&Q@k80cjnQ{7|Y45n0HrFQn_PZ56doyj&@9|_;SOL-mekm|QS
z`WJD{?smtMKY5xza#jQg6*6#JB&N;Hs&Jn19&4YHvh=*dZZj7by}!m0{JY6h)D-U=
z`K+a|F8(*NlSc%`1QoT^tvURiF0(@3$Wy2%DBei@1bpTjnVCPj&6v_lzigsL<s%CR
z$q#EveH4*N_sPd(&5tP69|ttBFoAnV(~hFlufqL}W!$un1N&iru!{FLg>CNtHL;N6
zKzgFey356<K_q8F_W{JyZ|?$%WsFnzxmW&vQCQ$jsIVN3B3~#i{&npchsYgfhB^8h
ztWOv6Mc#@=VOy74p>eF=wy5HkIg#2TRabkr*OT#;kx9Ewzli=d-C7U@Ro6K6NSs~n
zVnv2kr}=A1xD~%jF=Bi1{1FtJ3s?x5>2b-Gag%G1(8gBQBKBEE$nlC&ba;E9$NAz$
znPa0}PjXUCJ2=>7Q>v|&y)KAYTo9clRN27s>yM)%_p3cJ!+#B|-Sn@IuT1Kdf&QW2
z)Gq!VvJJB-CgRfss-fIyJ+9d^+tmES8@aV0KgJx*j;(0rt)W^dT63k?;CBHW-L^<*
z6BFMIsUPJBeBLLv(y%Umr!1o%*zPdze12B(OFRGa0&QpN*Sw<>X%%X!Fefi^x6Khc
zNRh$&#h<WW<3vQ*Te||oSl@!hn>zWk53TXKs#pSuir^wP;`@W?f{t;g+F|LOM|Y*7
z%X#!X)+5^@m4j}=^@<k8o^WFbf=99*u_lH%-mZfHA3c~HdnBCQ(;LT<vC{h>ug!+~
z+}|vj$*6O~AU1C9hz*!#Lg~W@2^RpH(wM;^)wVVa!lkF;*Eeq+2{h4*Xkc1*(}=Cw
zVkVQeDRA1EVX9}=kF`b-bS<-6>JA?@x6sOqEH<eSe|HT4RCrbEFNhp-Q=`@;V_P2R
zvWF-t8{Vw-*{w6-Ankr%l{XkYW>c!tP|((CHcC4M_PlsceeW(sltHo;sDWHHX%}Fj
ze#PsJ@Fa(u8}dH=9Gg#Mq?XdMo{q_nG^@C-uc7%Jw}P!EYxRR1>+QNW5$vL=`<9gJ
z`nAf^m6rA;7XKbOE)Q)a)>^pkI~ib3_~7DgVv1)&c%#b6Uj1hjW@G2_-yrh69A?@D
z<0^|Ce<`vT@{OnnD5}2~sKn%OO-ZryFIB3`M9YsR1_;H<%IG9+aN5yu{<Mw<tC1Th
zwre3$Mtb0Qth%;AQ^_5qNbiwD{a>d0{H0@&e&~2;XNDYxjq*t2eLt!}DM!;HG;q{R
zb1khSc-g|VGKP`bzZ;kp>s-wtAs!#@hzPCBQ!;XpGwIg-OTXmvg2Fx(lO{02-=l^Z
z*^D#q@sFIhyGCD0=&_ja23zl!WtM&0G(2hX?^;LnZlbhsvVa}d8R`(7Q=QhW@8$zJ
ztGL;%(s^0-D$iW|y>4T2y7X6^xIQCB#8HN`do(x(mNJuDeS_%OaxfZnU$Nns1mX+A
z(o++3U8Xer!$UXSa-a0ww?HtLHpwHFi)L|-xVtKcYH9wdEX)BMldgZxZ`ox20q=2?
zg>~k=RNye^N|sheJwC&XE%TDRos&P98HvWp>{1F5{(|SrL)4OGhhbF1+SA0>6Jq)?
z;_hd8jlhug!>K!5$65vaL>W=@_0AjDs{x8Iaa{Y0e!@h8B>v*Vg4Br%998z4sW}TB
z?lg%KJk(n~(ZrkjjhPJtOLc95$ckT{!~^+s(V5#_Z_u5t?dQd=2-m91wPYY^7{o|2
zo)QEK8u*GO1*6rO*Ej+TLeAY(s`Hf%hrU;RAdy_;&4SOzT;?0oRy~)~UNJHM8?nVI
z6VqnUA}^4&x+h2F8kTq&;3kO|1Buqq`)7jDT(&;9`sru-Cnv|hQcxB3S4BwA_#(Lf
zB0FoBrS1c*hxCa%nGyv=>(iW=V~Pe8IEk>(6)42%rpo}~GDf}v02z<9;II0_>t0iJ
zC@%gdRRThF-?Y7nF6JJcJIeLbz{;&`SiI!k)V&l}B~AEC{NT*_Y}wyY!Tv{cJ@ZLe
zpVL_KFe`}*2RnwhYfYNVelSX`r=>Kvw=cNt{l;*y_MXK)FN*Z(23}ZWK#ZKPhKdum
z+W9Ub(vLWUks_IxYRWpDd2M68?m1B>?92i+@4HhAm=U(|_9m|nD}wVoYOJK#T`ykq
z*B+PDRm-oV>lUssi=@n4?hA?skwq`pk_PJXbLs7S7#Tjw;Df-6@Oy0JPad)#HYM_P
zP9sPDx)UYO@u52vC{5LSCO-qyjrPjQe!McO1=P$v9r5=K80Z!8cr^I)Hq&Wp-dhT>
ziHXnSUKy#8WRIc>SwLy%8&yH&c-dk=w{4i{U{g1uArGk!cI2&lY+(M>207F<@4M*L
zI9xBN&-^_&4MU0a@s(s3@Vw(~TG{6Y1|E1U1A<TL@XS-a+I?rt9yaGvuX7BgYv4y*
z-blqkTI)6#MC}*9kj{4J59;$Z)-y}(zBT=F&p-a!pnP@t51B(dp0HJ0CD=O_mcV(0
zJnEPSX2<wdTc)P3la)^B2?IBhz^m;js&78~Qrb0_T)yv@UW1(alZ3FEs+O_V4_GcX
zeSNM4m-d#%(}lUmtNttf47jGTahhWDoSDeeSKjZPQ>RfD_1-$nii487)=H>j4wuU0
zXWZB5goR_WW)28T#h-n7@e}@zgjQ>)``r`9giw$0D7+;tR&OOW-dFf{wJd*2>!$g_
z_e_>FLHaxfk{Wi|yvwjrm^@)4qd~7-E7i#(vv&RI<~jG8EEl3g|9XYXBexhnU-+z(
z_VoHGZxae4-)5TKFH(DXDSEdCeM_Yb*U127zS!SvHI~00ct>w8{k7M+gOep9)89=9
z8bR~h^OtnWXdQy!j^tSHSzR4quwKvMeN{MmqcvUV!8qhc4M&-!Mqo5H%e>=RDx)&8
zv6_yHQe^ShF7N&3^J<2PXQA9pedP%oYu5&S_$o3U4mhS+zk1znYLNG<QOIE6q*Z$M
z`S2ApHi?YWY|B+do?SWmEpAp>!FgI?b2?Np=YaDX5|7wwX+z2zasuO=6sQ(rk;^C6
z(Zkns57KCJ+^@-M$Cal~qh^SmY*Vr6@?x&Ot{zaDkR#OYJR@AQ84V-<!Iq+K;2@J@
zB#cd@fYEEK2j7%BI15&m-GEC_M%t8ez;ZmHkq+wLwHoT<aeKI)x_9TWy3UO;9sdQg
z;L<V)m@_*;`cZ~c3Fxl@oR1@Ejh2GK4IH)!*yIWh>(;CS<<R?&CK{TGQOzvuQ6mw4
zk#C^_9>}fkqh{DR6ta)k&`xk-c`>G^Lb(T9KO+HA1f~E*59{>oMu3Km?hx-G__F6H
zqNFtlJH7{A*-h`mF0Ix^Tg4JyAaIUq{GkzSo)1gBdtb@J)gQ}|7s=mvx_H7L_Ih*w
zDTBp{R6^>_FN)EO(Oz&Fx&DVMOjT{ZN(3yt@!{=VS2Ufk{!3)iB{BQES%;!4^N7pm
z_9=}4WNhM!-YFch+JO7AAefUo7A`6pAM@&+9_Q#{`UH85voeK3j>(ZG0+sY+5Aupj
zHRSnXzuAR`4klGbE1R^2@ee|0dPb7gGhK++ehBh&jlNvDH-l+qS(j%=-%~;Dz*4Ry
zE^RBkK@jz?ib>g=P5m4Tl+YnY7xuZ>wEX8pm<kOlAvQTnCz>baQi^k6xe-il^UaPu
zpI7$=dA$BdhFAqKI$$YY!+o%9k*WO$&S_DGsa*y&ulJ9#(&{yCQ-?-9aWv_Es)|c>
z-ihUFvCGM2s!x3w6SX~4i?YG2O2_Ul8sZ(xsb6N#zo^8tO3yLlGBlvwVkCdp(>mhQ
za`(5wt#>{4%TK<^rKJRv%<5W0(>cg)vJxD63$ME7GKSDSS}IzK6Q@m@`e{W0Jshd`
z4s1lP0M{^7cFk2x_O>0h!KQLN-^b*W*Ia0nBvWA*q%gP=gs&bhSWFebumPxkKL^Fx
z?Ap_WZTWZAdDGVcIRt<X2BRVFS`NLmler;E;TCfx<<p73jgzm^LzK3efgj@Qu3UDU
z>1=nigDub&Hck!j(gb=A8CBNAUeoo*S9r-yg3T;M9a<e)hIyS(WQOUx#f-w7MYy6_
z%~>vwjE$c6@J!p@f6in3rv9$B!@`wj%CL?Hmx?sRg=y9@uNzcMwx9qsqBOsA+!)PI
zt)qir5D2D<W3e>Pio>Jg!bf9IkL>xFZjHv6Y#2tn!lh;041{W_`+D=EKQDN$9GLi0
zV{xZKh6L}pMZdKXF6Fz>%dk=QZ53G(@N~!t@;9W|F*$KTwCCkJ%)T-AN+2zK9+<%n
zYW5eOL&Zz$Y?fXi7g{8*!}Ou}>8oQik%8iAl-K_!cP5=w!Vdlmx2V^0ZRuXJb}X}u
zS6{uPF1iF)q!U>4?7NU3p#&?|>5;jhDj(=4_!>Jd1j5L*Zz9^j(#k)<?#-a_RJRG;
z^h$X8b1*$BB0zjW>P)I%>!43VsoZ{nP!qwkw;OVCX|nmyz1%bGmv_6oah1Hac+sY^
z*&sVz-OIwZp4G{wBh1XXf%IJQyB993#V3b+JigrZP=VzI$i$H-4r>wH2SR!I{wicX
z#Z|haqsQ6BGmw(TK-!WFGXsN*uj<>H#<aSTH0E>D0Ns%?_LfuMti<a{Xn}*kK8@!^
zGxjMN6`$+)GYb|9G<<1=yl6j}A4g|*r5_tI&hVVg<N$GVFml~kvrhyr5ntueM&2C*
zMNMXikss6bmx_tcNS1UbFO)5Iw_Dyc^*^vPhZe{SiZgqGUhx<`oSw9-@Ib5peu1Ez
z3Vd~*sYuN6a?zPQfV(gyIcM)JYg->V9R(}-6_g?{GHDZiL@%U&MgoY;0`3I)PU_h2
z$TQyrTwmoKr<mvE1)_R;6<~07IRGnW^HR+D)P0OD^c_b^HDd9!1&U0u+)L9bB<aNP
zAOtp}pBxK1Bu4OCtm=Hn4fB=+wv0>7-YyEF=>>#+*AUhIQPQoNWYDgvLqfS<c_1yN
zMFdgIg=O|J{b7nvmBKDn`-}~}>xe&pqMIux>ae@OqX*5wmWN3F!_ln>h6;oRLsjn<
zbJC<R37iV!pM1DN;|b+Twry+YRhWU#quuZsY#d2JDPA_~Qi<zLy?8aH_6nYJ8MYNn
zOciF@QO6g>42%I>XUy{O6J#v)ZA<5>R}vy!cnSM+jW&$Q_3GcPqHW@M!?KfC7V#mt
zmm_{K{tBb|@szpTSgf<wDcl@2k~}$8)y<8gk(*{qSxyJH8r*MEY4_Y8H^6>LSZJj=
zbGjvR-MZQ5kRnX@#C*-(-IlJIO4wAc)-(gyARPv;HvH(i?}$mvNQiuRrDgwMzqZs5
z=p4ukj*K;li>kIb%O)8UOXdDDp39|}4Do$NCDszWICU8cPY`qq+~~xb9&0nS=&T&F
z;C}YZ1xZ6a3mCfdRnjJIz83p~>v{#CJ#tw(G)`Hw+voP7J@jxiEg!ftXh9cm-90L|
zKYb>`rbzrS5ZVfNen<f}1z(Ym&817qyZ#3`K*qntPUGSnjmm{x!t#tp<tB-qbouC1
zz}ACr`uc}@%rM$Vc-u7CkTNf>2n!H1d6ib)N7T@xNspqyC7*#Vuh4ol!`XD!5JxRd
zmS>s(As9uFTors|ZT0U@znPQhizSRbSE4^olgBYJKy;zUsYZOrQweiob=ifXldPYz
z0WQ;%D<EkpEyaP%iwKrtT*E0nPN_QeA+r7>!OuWd5jg20){u^Wk_b&IuoXw0nC4rP
zwz`YvU1Z+a?CT<%FXD5KM|aOEu3#3HjC+!>I>D_$v`oUSv3D}hCcXS%D!1|Y%a4I~
z1LNrz4SlTy|3Wb;pG53qod?Q__`Go96@++boCXDv*9=D$LK3kN%)@jh8H8FDYgKxe
zn9QXW>0_|N{t#gmTo7vyO;VErdi0^{I+OZielOHtZaY*?Z|>zXTSnDCCudfq#R$Hk
zsyP_@ASu~cLl)vW&eAeN5GeOc$*wB6bxf#DTctkPlpKD3UmC8j&8~+%tL2TIQDy7h
z>KpfRa#K68nGI|13^Ne2YiGR`Kx@W^^N0M1O`=pq@p#4gk+2ku{5lxlVx;TAZ1Cbz
z-VEQ0-JB~xd>FRV(9LB19A}yA&rk&+PYia|xwCTW6Sh`4JlbCX{h6}^NvF64O5D(N
zN@c5jZlF?nxah6+dd;(v=UmQdS&l75@^8D9%<>?=0b_pOF0n%B?pT`?`dJ-iZco_J
z<WGs2diX?!?@6-FnSeYIKfnH7|7OfvfBgB{VB{<ZdWtjD=o(ak(4r4d9N<Dm8f+a^
z9S&9qLrW_&MQgZw?{QG$-4`S58cP^p5~xG>4zh7Xqud!=siM5XaVRvL*!TP))+`8O
zRV&0FaxG`Il6VNpanI^oQ@K@eQLck2;a~VzSOPrho7)tN>rr!2wnKv^?VLJ5V_OC!
zv#f_cP<>&)^fOI=TOnTR;E%;e(oKGd&21FJl3TZY%oj&&8gXGP<<xf>MAhkN;2bKn
zuoq8lx{FI@OMV`8vCaEyzVvmHjsEisO^((4wQ}(C)(3ynSknIb{@<^?7{%|uH>%w`
zk~0O%5SU4h2G;M({?r!*W!)vsTYI<RK84++lz8F$GpjjBl8wK+MRa}tx}Jl_j!@oR
ztajh{O<zg6sm7$E)8^s#b9{Cf$KLJ9=cT?+SVX`r&i#_~FmLu4X-?RnlWj?A;PC+U
z&uEMczz)$DW`&l^V9Tciu&=z%|05st%axQ_rmU?>w!Sy%*MDGV_LBz>r9$`jq0BRs
zX;vQaB+7{2*<`aUei&WVqT&g83wof^H?w(CwtikkB1+TZrlQhN2GqK-D+WE?KdIc5
zSlCmPPxcRqy&}i0Q^UHCTllK7lcN}xa<c}*y<BtQh~W(dvhQ<uVMV{b%C5Hx_M^g&
zDBDBD74}Cvpsy%Qi@da|7OmEy%c8NBUJ~P|cNSYoV^6qsG__M1-VKWCj~d=?4ZG}C
zyzhr6MJL3*tGs9iVXK<7-8A{<EQfime)GI#Asrz-OO#!LTkH(v(xI-p;SETWq!a>U
z8GFtWJ!bWm6sx^~Wz6jMmGr%P;b>RUl<c*5uq~JUH>Gl0)&Nnx3-&(V{2@k`%SI!H
z<&)fBQ^Ccx1cMp@4&noYL~*Q%7WMyZmrHgoD+q=AXA~JhR{6&9q?`G-FPjZ${kgsR
zRw*L#{IwZp-chue`{OlK^W9(AU#povkF*sHbK%U^j~n>V7G8kS;(q5P@v?L%ogN;p
z7xBSz-fnZ4=^(g4BhaGxnt{k=0I?*hH<cK78>fQJ0e8f-0hkhmoz-26*HtXB5!m=f
zgP|pjZUY2NPB9p-l$HcRt~GYVU&C6@;=w$U)IutDE-IfYF|p^!6P%)x(KX0)&%Qok
zb_%vhVe#c<G0TWQhq7=$953FiQwQOJ!qm-)4`lbTq>PhnI>orCB?2TlOBUJo$<net
zR|_nlhwMVJ%WKK@{Ji{Ow<q9>M>5C`vfZFfS&e7aZ$4L*TU40&@Om9J&HLgYCV>zg
z31j<=78yf%oW+eE$IP=i_*weEPM;Zv&q2O3vD0lLi(&Z@%tUXm3<#AhBKBa^PlU@J
zk^ImW2ZgH!hl9nT5l!1`Mk+NT1mY0-@gKQzg~YG%J^`~g(;WqEx~6CE`goR&+^PSW
z{Wc`ww?~t?4cH?{9|<(_T#(eGRef5NjYV1Q`d^>U^yiX#+^>r5?dTqnki@rof~r)b
zd%~aM*l9<NGmxhX^|z4ZS*SjP3EiC${BY|cPk(oL<NmVm`9HwRvUQGl0=JAO&?K3H
z)*9oN?c`j?ouJ0Z>iwqDeQkT0bVWMik&}7D%HGZLb<yZXi<x4ET(LB=DGD8E7Yj@P
z%AOK7Zp#}6*tjir^PeRnYwbXIGs@JZh21!B_G??^wpe+XL_I@++m(@mrL$-y5BLO#
zFbJD8{p9MXZ&9pm1i>tYRSHGK;-OfT(i&qeH-0bjFpR%Jc3&W1_6wGMTf<jNxA8|y
z-l9~CHfK;ZFzq^Zt**McG)&4jE>`Rm5ki1zgb+H!Gaa8WZ-+Ac{rm5=ntvzXu}uHn
z`up6$8<c8Ci4zXC#I0n<F83UNL{`S5g>xL6xJ=HX97uU+lV`frR?mTp%5tIjek>CU
zN<FR7&a9;8bm1*7E{4Nt&D#dTTiRV}+169h(-rC!1(m}~+^U+(`_ft>LdpSC02|9y
z&bhPnqmknMC~?f=5fRdwU+3_+F#;x7pVl-P;vrINJ;72r;}~KS3+@r(Jl({Hk-aKs
zFQrW~=UtwAE6bfSOwp;pv;<i>c%hM^79)baQw^)YM~m^!1=WJt8Dw5%)f6-XAbIhm
z9!8z72oFrj&Q^ax`{WK4RWj*Nbk8)Su+qNES_W*hAgSUiEjvOiGmDu3v}kYy^+nvd
znW!7fHMnQK0u76jeSI(SjU(chXD*4~%I)D*f^|7Vj9$=K_NDo&D_fvhf&-n@*VqLZ
z=((+a*JIsQ_%eB{^T+Q7n}a3~fio$IznjZ_Xc*L*R>Mo3M!YbVHpX%D!lS(XGLU<J
zGQ{nc*w{TGxe-QWQ07GCF*6yr5jg<wcE~&<FcME}je6TA+pL`@ZSUg^mvuYao1wOH
zR=}@0Unt$NHetcFeW1c$OsUE~gfLS#pDBeVWSL(!d?Z;q#opu+du3jwys;5rbEMoK
z@4>9C1@^m(=`~t&=R#F-eY5+gv>uHFPwPFVEi_l1mF&>YCPOvvgN<a$8k}{lr#qnD
z2@+mn+NFC=hl5*ZH1o{HomEMDRJLEr)o{k|{lUQMdFJnGBGmFR6>Wl@Qe%YpIbyqc
za2E?>{sm=gkEN_&M?tH8H?Dam0r2K_wQg>9$*g~=#dt2QevNl>9mNhZ{YRmvH}9K=
z4|vtzdK3;AVV6<q;1@SCgK$``fV|P2$9>6>BNlHp`uDli==4)plT%*aX~a;`LelQH
zB&#d={EEwG5Pb-xoI2{5*8b%TGFJFIXAu1__d&#uzXN-)wd4qO<Z$2`5+fDkNcqGW
z$j2fisKLU*!47*_NOJJg|I#m|=EH71xm+Fq8l>l<=8+Q|Z>ZevH=4}ltFj&f#SryS
zsknoP5m$Cfu1q{O3UI6W-D5Msp&~D;z85^j(}-&^H=DT0VxY?(istmHzjyq%bnq}`
zD>g3oJNaB$+&z@3xW*@77+}0o;B70_n)brJa55T9%0<Ih8a_U&s-VUrS?Bcs3Q0td
zG&_|w#ZCou>Ocoon^2IywS<)^Xj$)Yt}1k$yefxDQ}aSQ>c#fF!mMe&QKuIcBUNO1
zrAW`&aR>7h)9CmS6+RKF{K%D5gTsdpYw`ls4Crdwdo=&pQU;-RuCQpvHqGg~u&}<f
z1XP`oaKIe>GGAF%bgauOS+n+%diwQ#Z0VNk^4*<?rcr(BZL0iDtADO0qOjsSt(0OS
zb{9vzV?z#tM}MoN*ZnxTd0t?La8b<~0@=c1obT~bBG<aA$cxb)vQx=-a9NRK*=n6E
zs$8#Z%^B*n80^F>Ren_tT#+}$D^g@xwC#7dg3;h)Ss9UY`-@zwkD8+FSyV#SzMSXJ
z@_Ct)d~D5;?4q894ks^a9q*<r`HrC7)A25{cM^#jY>p?K9Xun87mA8u_dt!E5*dq!
zu1GT!)ZTJE3kl_(!hZ>7V%T1e!k?9|ys!(OBof2_tbRH5VQsf`vv)expj{rT=ngFQ
z@07^8Ya|nPTgt27Iuu$hxyA$Wt(8XxQtnRKClDaJAFX~3=jqLqJR+ZqBA$cO6#YZ3
zN#Bn*+9UEa^T=N88<Hi8H44ej)W2V3^(yf388k#i{o32|>V;K;L7g>dRihEb_vc@G
ztlnpB2H&;2JysI&zs3K4mHuRw{tLC@gI1~yQKf%n7XiNR1l-r+N@JQHAY6!AVrw&~
z+z8h_8d!?E6zpbY<#GSc&6Yp>e(kYrLs@_tSHqc1=XuV|b<;v7p{BjCYng9C9iC?s
z(otujm>g|5gq+uqcu2E?#6y~eJZ+~rw|RD&lfP5ld-aPOC9h~xR8TmJN-a+~qIE{#
z;eKh~^MZLiwv|dhV)_Eso=Yopv&jSv{%Sn2eb=w(m_SbreZU+-!aeo(yjn~Au5#^;
z)w&rlGAclRWwD1UGrUtMX|m$_>KOs3uLtV=Hqzp}n_8`KBiBme!mT>{mCXP?PtZ1E
zWz4NuE0u67DyEGAn@|tLZ4UFfLr~oAwI19~0x_6*StU0qFIzoj#${`^?|#($?r$vj
z>P1t;dn%89&RQYc^tiJePL?pcD=pvWJ!_=EE*CH~h!F}ZcHco(EjH6<6xVSYrCt9X
zLWNpI4|Ei2l|8siYL=Mt)tmRX1yR#l%ZMQL3^PdXF*ndm%Hw{&mf@Q$N6nTIte>ps
zp6(Up_RRLq673^P9EMeucE1jZcc(G>M*#J~8Xs5ai%n-_66GAp0QdKZcu={c#%yLW
zFiP}Aw5t9dr|2582$wIwtT(XS7Bj{0Db;$WU*nQf0I2qxT9$t79rO`z1;Ec$+LOIY
zx>!9ARI^_JjjOc>OLj_aOj^y?`rK-Au$DdH;GvAPypK<&-nN1V_d<{dnkfic+0;So
zW&%j{J@E3n&Y%C$1OldOY#^`8F@XGT`#T#oz|5vjSI)=EnKxJXEw@Eyq2Oc>Jzi+m
z7{&C;pmsIoZMLuIckyprv!DLE-ktw<zpOfQ&ZJdm4yDv{aw7EB6gXdM_b^VYZ(dNe
zGuc=d(&k{|^$7^Pb56tF8Pk)kp5EAMUI+A?*|0T-$r4-JHG1Ozl-Ny{BYC~FS~2dq
zR$@sml@fnoc3<;9y36Fak{kx2_pw42D5}8Sp1#U~@qUn*0Lib8Iq5%fM`1~Xu;`Kg
zd*mrz{iZ3JB-768TT7RgE>(j8JqKC@e^5bnnMuA9IVRCpA|-L7!8>6T8&hkE>3LLF
zpe5?qIdsc}bimFbR${IxZYI2K(+Hy<j%yg-Gr~0P6L!Dvujy6Bx%k!mI&c0xPQeMP
zJuh?Z6<3>j7Ws#KO`c)ec0*WJ*zi@gZdiUY@RCewk&;FTpUq2txaa@1-MU|x2x*W@
z2QukCDDO329h486?`4^QYlN~Ii%Nc5K=0R=o>6wlT&KD-qY;`>XjXXkU-N^Z%0Cbp
zX+{UT__P_72`;UZk=o|Nmrg3P1EpRwLy9fL4-P4cpna$M-SZTn>dt&rNgZKPN97`C
zU+nK3L5Op-akDcK`MnUPPEGXCmz-x#9Lz}E;sSjkA+D~wb;jAg%v3b&tIx347k?_s
zP>K&teJ53v5!(!XrIBw!pM^uh6Nu*y8nsY68zFY4WZ*P?BAz19p&Ek_azKv5S0o_P
zrbQB4kE-wrpZ4(<W&rx|;{DVeE{dgXl=bqhZbD_M1+9<KnTW*fUtJmHaJ#XGEe`wi
zvWze4_#Xi88IjW$g)6?84;9L!oLJxk+=Hdm8TN)}(ZI2?$>~>RUY<kha#db`Fta)|
zg4+%-bb-NLSxxrL#$t|Lx=4FU#x0p%)>MT=$mqZh|4)ww3AyX0W;e+IflpeNDe3wU
zBSWXfFs+iv)QQ>B3`^A&5weD2n=V(@)H^Nul*L-Q{c)``bLj*YCs2uZ{rRUp%ndt^
zFGfWDFU8WKr1t8-?|xDoM%O&~qdqE>@l0UtCz_JeXczk?2jGJbtxlS}hv|7H6$LJe
zDBM{!SHTAw^Mqo3ihL|a3)4ofEKIZ77ISOl(xnSF6^$vaN8YLBCL=}RADvtEZxyz^
zwAE9(Fud#+&*b_H<}8V{C;B2vGVH8c+~~9*tEWVQSHF2FPm)1hR6mGey}72N?7gVn
z>RY6tH=9x|dryt)+I`~|Frd2S2xy%0T;FyHv>$S<XL1XDHgBjiR?h3Wxl!8no-Hhw
z9s!5h<)UwNQ-i_aG;UZmr{drd>N9rg5{a9qI=WDEn7(!y!f5O1N#dyRsDVx^r9pk8
z*8<?!l|iMkaaKhK6os!^RF*t)eaOL!XTO=!2h_G&;nwqLpK7WUsb#=+@0I*}oayTT
zuIp4jZv9GDWU?~#ZD9ZRA-IQGglpqUQ)P`DT&+aD_Fs_>VL2<x7B7+*mKEiTmtWp#
z^-KX5^%-;5oza~8sm|4E=ED{EZV@M*M_vI(y<ghC>n=v5s7<)^CfckiJHBZ%I-LXt
zmhJ*_Aa2lE{171)B}w_v)bCB^L+m(ox0<$$LR9G-#sWYxQj@AsuC}GylzbOEzO1=G
zex@qP52iZeW*7IfJh*-B#gr%@mUB-Gad2nhkByf;w8TX%sw~h~J$MpzOp$j$_0(W^
z{*n+cGW?PdFEnnDA6!^JuF)ZC0&T+rQy{&ntGJhEko*epngezL+p)wEd3U2MR@B(J
z1@F-smB&XZzb`h+PkF{6C1sZeE4tuXK`<ip*F4<3KF@x$aZ{%$f=3jTzyLg=!}8?G
z!6`D)GH$yxcgXq-g`zU#qH$Poxf~>iH>>p%gSzOs2yguJ&qfL2y;Hhk4sVX}67inn
zBeHn%<UtIeNlz(Dkv}E+Ykd_WD>ka?PVv3J0MwRRQ`J^(SEwdAqp7BbO?A7f98bO<
zQ%kC3eQDon*yTpaGep(Jx<(Kj;85P8$gLl3tuR^ow^NS@=%lI0VoQK)y+jzuq2?Ii
z#2jW;n#o;L&gbJcZ&rJ|N@OYLh{K@=s)1eX2tSxdH^$<kksNr*6;h~52>4XQrW2Ec
zs`Q~^F_+xK4JtJUL_H}+4>FTbJ=DS8$)Si|Eqr8T^{W0nCA1u`7zeW*J-DaWJ*+3a
z*X*V8LTWDH;hqkR#fRpr3r`QiHCX(Ef5??6q0_hrcnSG?YK;9Uf_x?8RP~4sli<PJ
zP|5LI@!?qNnaGS0yMVfKOxIj);2)#v2$g7frUjQw%^$;?i`ZzirlP!BIJR@2SN=<0
z5krUJF1Z>O0)$H`|Fx!PY{Nmpr_mc51rlD&;(R_qV<!N{WgEIyemhO=I%UZmLy<Z1
z6KqBuI)p_R-AlJ^BnnoE{L$vON`d5kV_o0w7dRseAH=Z<ND>>U+8WC{GXGvTRS9A)
zeeb0!w<#mNkxAOZRp1KhN1d<o(;q~8)|>vMD^@<XQ?!vesIhndek0!!ukS5U;jAMu
ztScx5^;aL6B2zqwu)f2RTf+yt=_8kDD7xt*?@_)jR#Ha9wwPNONc&W3tz(E@aosSK
z_?3}81@x-;mhe8LPE5Sh)j?!pKL_eWnU0s(c~6&OdW}(2I*OH>@~yMxsd~U8hnH{p
zc)7g-EY!|rdx(S8c-o(1|I9dPxQkzl>H2)5W@7(IuSmCbG9`NaX-lai)4sfKyZBP=
zQHe;(aw0ymDZOudJ@>xeAHMrUqj7eB>nHE^<Q<H`g~i4x0vRo8Q@g0LqOgDNTJB-L
zSY%h`8p2m(p_r(w^rp52JbmlsLp`THR}nlY&Dq%cC{t=Uf=s&0ho?o#xK{6&4Bk0<
zGn1TtVnZcaP}QxfzV@3Lt+GT)j5(N|4*$)%@n(fmS$Q*;t2X6i)+SK<pv9GHaN$%@
z60Jub(nig$$Zl^s!t=?jpU=$9|1S%1>9^G$sVCHbz_D4B^h@oid~J)K@p0os^#7dc
zSs0vOeeJc?M0P_VJJJzS!(@#~Ib^A<LI853&ODA|Bt)dEIts?mExYvIJ-o5j<SqTQ
z<soIRODNjCb$p}P*`jmYSS1|$OaVc%uifsYfPM1HMQ-wN`&#tAO%%7BD~a9YaW%#7
z5Ua4Kx<@ngldAe?dEu7&!Y(V@cl1Ysmd%n*g(aNrYCbyVWDDR%iyr1tPqU%}i2gt?
zefV8>k6Lw`USqIS_EDkBA3lAu2%uR)fJ|oY-BXeNoF2@wAw@^BC#y459oo=hU5Uo;
zqtjDah|!IM-$@KY0Q*|F?je=pB2z6oGS;?lRW9`)r?XY&7oTKxF&f4Hq2BMKUR*>+
zHC<E5BDvuEI#`YO*HRh5+Zg=kZhH$qohDkgxTuRoReRRR6NQq6E}#Q9<DM7IL*v)l
z^=s`4jZ$7k1HDY+^KSkMD>wbE|6(2%&N%B$;WLkXsOM3t^5TmSZ%+6l^0l_Gzkh8-
zoew`V<K^NSet!7<+E8SW2Q3N7V&@{)Re(G5gF)Q@9u4A=HWf`IES>T}z0;`6&s3YS
z3uX>Ir$jsC!$p%BwLbjB#xuC=X#3#TZl;hW83~!mNziC?>uhD_6Gg+QBz&0NsHqf>
z75Ty$4hsId0Pbw6{!Xge&TiW=Bd1!W^Esn*m`XaxNJXSx(F*sG=rH58wJ)gYOhn!x
zY4hOuMA<UQa%T&C_EzF|-mg<fGG-La+@5#7ctmU*ZoG>Lkk#zfb4Td)SG8G;r4NmE
zw%YtT-We$-%`ham?BP$D`9<+3`f)Ei+L-3R3vmm~ob<8%I$X&<`OWD!!h){^2?)nb
zM#|`s@LuS}I$CZtblb{VZ<h;gLP%&XmNsqGBBkf-i*4R}|HpQ@T-matKy=<#lm&N5
z=$rQRv>a&fn;?KB?|Y*<yOcr_;uG4oD~qjnF80=~-4kfIC1WCMb$mR{UrOUc?CHVV
z<K(r)Snk7oo;c%ns4{(c`c*1glnlE{B`m1~)!V5KNV;-k!z2G1Cjx{YKZT}Cg5WrC
zn3`S!Ki`ur_?df3&A--vwi9<Y&6$lQ*xdeW_()xf4XyIKmDy%oDQ>c{#VN7=G`?KV
zrLYDv<=89nBD4gi1Zm!ly1Tv&Q+F>5#ZUSE)Pms5g7IPe@!70y3Rx?#Pu9|`XN?W$
zoLI@01jC#5F7#|3kM$-S`R{)~hm}D^0%&sD<d>6Uo8R83eOBiSTX=wb7Hb=Q&k8i<
zS$N4?>BqxL71eM&_Mkl0-T?Df@<M6O7|#k*v}Er>I9+}KLYJ=!J0=S6Z<dL%{}~$6
zH<Y}v2eyohYpJl!E^~qkhlcxpr3A)ZA+6v|VL4!Wum@Twf@B84wuH*GQMMzcX|UZa
zkH<%&F56-mnXe2<rlKo2=T9LGq)M@i6>j|{W}t)cHo<*tl3xz@v~RuU&Rn)o1Faq1
z)+hi|n`ssHWu1DT$N}97=<Mj>An%pd!@<Mz#RfgeFDG`cX)<YCdwWu>aFtg@y&O4P
z`KN&1@BjXjwvXSy%`S#L^2y7(Zp$Wd8?vL7f*N~(`bE|8&2EfO5A(rWCwQ=E87-E_
z@c3nCdd$)?#m<Z_WcnpI(gULW6=MToRK!^2AAqD7Gb&;XhQ0S6PMthZ?AV?zu0}w^
z$)FJ)UY2mn853-Fk3DaLTrj<eEe&@5YiWcO5Z?f;-nW<n_strK0+7WNin$1@q0aHG
z_vur8{O&J*$L%UXedaCqxMeyGL1mrlGL%~ADZkbh(!_n5Y}wIx1Iy0dT(w9T9&EkK
zW+D^VZgE^(l2n=!-(v1z*0~@8yP(o_phVv-ymVsfDjF1~WtIc!8doZ>k0wq2dwe58
zKs{GWTe-G3+HlqpmyGtYg#OYwpz-4h5HmXuxIOBXC({%e1TuJbLWD-*jU~PDy4QJD
z7MasSq+D7(@9t<OPtrbO5WIHmS9w2-qPU>_P=_sSn>_43S)dd<)gg|vFSlXs33Pr^
z9FBdccU>G}*rnv5sqNy?!SX`vKuUw8=0UzD3-Dfa>7eunzq=sI{qj?!<iCCIj5@ph
znW&x2;Oy_x-S#zOrs-jHu(A1MKs-2!5tC>SMql?9uWUhN4Gm-mMneP0biho1=5@Bx
zEp#J46{f9O1vL&Gi>Te1xVhcVhGLVHmv^JWdj^B%juU{!3|ne@UDmwe5gE3^sjqFu
z*~^Qzm(-Pd?hCdLvoH5`8N=c+y0!&cxKfd)hAdhB%A#Kvds+8xpxCG1?K?5IOw3io
zESk*XL(ZJOybb#Otoh#Eui@TxcZ1QWI@WP=m<hGmN}BJ;J4r*tgBC#ytP?a3#d+w$
z<`<xRC8mNmChy1ZUJ<cC20=W44B!<5H9SmD5izk*S>!t8zlKp4elQiqWSejSZG-c%
zYk>o5IXZ?(Ef6ni*n<jI*|vxE?_6|Pd#N~M6i^O2W**eSb_laOyfmn+!~bK{Mfq)5
z5(J&E!ITV-iK({OjZj*q8L>n8*~n++$(80zuPF6dd?p8v9QUWfNmsuRAD((kVK(+u
zzUFA$p#_InLSY%Fb>9tc3)tA8B?SS?&T^-}#!^l*O^}Bnj|`i~IDa=FmbJM*dBYRf
z%?svw{mqdRzcV8eZ#9xG>DL~NiLPq==5=(}i0ijpS*MEeV=0A4#7N{lSzk<nI9V^r
z1)Q`LxahB3b%yJG;rY57(B`}D_;bs$)Fkh+5=o45+fAcv3rxVfCZ=}ktZ;--L8qTu
zmZadPW>9<n?7Hw@<)VMf#fy3r%srClYbG@^wwmXB#8!JEn&=xH_iG>?rqyw|*A8n0
z-Z}uW--1;sJTPK4p{;Ow<IEMsh$ULtZ#emsb*TZ~b*D91Uw6hPY++L%WnpV*#jvpI
z*+z^E@Q!E_cW<HIIxVFyx(9>1sz(_~F4^_ZkBMlX3Y!Eq-@5e>+YeV2p620Tlb2eQ
ze*0FQCvFFe7&_ti$SwhrQu^hw@XnOL_*-1%`4lo>_9{S&+7J-MA(>q|>_oAUXGN4J
zuRwse-p4?qf5Yy?y}RbZ#1T5j@&SA(dvNj*0_*Hb_H;;gJp$9?RZ#LsD9R^Rny&!E
z@R@aCiU$iRK$Dkx=qqcA;4WWNvg<~i%TAmRZOeN?38|K*T^zZ4dT3j{WKdp;JdLfH
zvP$md!^AJ_KD>i4bZ^Kk%N_8{3j}qN9#rm$rvI2_e}gszF31I$d}#Tnp@F%|apmco
z*dh7pa~%#LYf*pM4D5-6kNYfM)WIoVmK+B)zK-P1c%LwomHmCgSXJ)4E;|pqguZtA
ztTbY7<8!aYTzla7+emJw%r9)=JoyR*_g&ZSv}cbxxs4AD3mnkScbKky?l-<qJT1AD
z<6oop7E(yZgq6sebH2fOSoi7k<4?!95OBWA<mA=L@mHTeLBLX;MrGVrsoxj2*8*ro
zD5oh8DY)_tYo0#7oQx1Ahf>Rk$3%Z4Mz9@!QRdmiuO`5}*RUOlOET&V+6bq^UXoYJ
z1<JiR=fxz?YqsM>CEUu#^7`z!nF5RKVRq(m+n+22`g<0aQ7xp;P~dA)2LCl|??EF2
zJ&bIB;CAbxf}X>^cxmXeb(>BSHb_@Cpp|l4*dM*`?5d_^9~Y~eU!JH$b}xJL)fQ#T
zWI{X+Wv`F60v}c?T-;voa}eO_R=Cb$;cW;K+0!JB`Lw|0r_SN8&0Fh##Mkt<)%}Z4
z?tv{<f6rNuI_*9~lz{inJ`V~7u-P=@nIl``5#(NxA~ZlP^_T1(LZfqTk5y2=l@>==
z1yhv4p-pWnPfBlR1A49xx7xdOyf#=xx!L%X`r8v<Vv!1t9Ezo)oGfp4h1c5)lt!kn
zf<(rt<#iZP(>JNZT}t+@^UdZMj|T9M?{8=UxL#*p$$}oXqM)zMn2S>>ui6~evV0F&
zp=kN8l|p~+_jt7t!t8X(^n{gutC`6Y$2}-}kA|)3cQgniD<lj{1pcNa@p`myIEiYs
z40e$L%e$gy%<6AFlGXlr5xWN4L&z%3^4HK{_G7rV{P~oYPd-(MDYsfc=M8ZQ8K>mO
zbL#P_t~`&W)NAUpCB<C@=hDgQT##gYgRLi<A#K;*sMzHFct<Fs#VQ@C+gjc(7$J(@
zF;rPkZ<N;e3Ng<o`{stnehtmjEB5c*a>w~5OKIUD^?RYH3Spz{LI+(#X{QVVy*Y%f
zczcSRnT^-zUpHPFEsdwFqjSfhdtzV1A0pe7s*=T>y-<^myWr&;bIq3akn3!jf=KxN
zx6dnVRv=^0;ir1hMgdsXpFh`MWP>lDiykn%?O0$Mafq2b>;<Db(DxUpX`{d4Gr+FI
zN*&z!%p2?%I?T>8hHY1e*LBv|zrrk2LQpBPi;j*ozrr3n#G3pa%;iAK{tr(aNUWm4
z6iEWG$z~x#<~pP7qFD&Ndu&#=a3mbKS?<~a0ew5DUAb0?;_!-7;!|OHRyZ%jhF<1b
zgs&i+h0I=|N2eQw4<Tjt4%wFHcjm&K_<Yzs_aYjvd3+!kVAlQeSjfjRwk^;Hgr8EH
z2x~o-uqag?<+8*&L!s$}-~T7OTyk`6Z6G{9tH=sk+%M}nQbzq}lKo3@RoTF+jQV>T
zUNB&n?W~EA;i4`F2c<ie3J+|H`RcASJboR|IRl}DzDc9D#k$Rfu#^CNrkrt?aSm$_
zLKZI7^&zdBDH@EF-xoPKGjff1?^&Uce&S1HfgLZNq}=GG07HP5%BcE~UMVS(HyuB3
zrbgzY3wlqXVpV(ivYT&~J*hnmg`<T+%43+Amjse_faVB;v*)C(QYTM!ms<g5IL_HJ
zHSk#PJ>m93C66D)SN0EAgxiC0p38VBquJbgK-W-OZjtW_xi(4<4ZkIy+7)}rW6g%^
zqi8lf+H*-~HUi41w!3gwEqR`!Dbt_(ZXYwM#DuT?kaRXUu7XwHV^yV*Az`^nhO?I=
zxwz~~XLIq$mK^4+n|rt&1{D`e{7%v-9Z2bQAq<~&BCecICcBK#&slZBgeqijK>18s
z`ICH&J^7-Q#l9*T=tG{=ImT}ZR+g8vRV#2A(Da;*d1*;&=svbb+VQeVf@vuvmmepo
z3AN|aHQ{>|DkH|}%dC`2Vt1+P9WVm0^OVKrA2v1=R;afgn7rX&78cqgzxQG*wYOL@
z?ix=TAJNY2;H0t+qMrKCsWbuObP(9Oc~9Uwsi$q;_}QozkAC<T<s<6(q%yz@O{07W
zE7$0$cu`dq97{KlSGSW>i{8L?<1RINDCL8cq84<{QST{sZG4Vf)hA_omD(URN&H#f
z#>P0wCNnhet!v`1aXOs8fAUtp=cOr-or#;1x02$^tG)A2!^9#x@21!0orBz3fxnwJ
zZt<=Y23C0{_2i+dxz6;dXIJ{EcJ-p!t!h!vm%-K63;mYJc^94MtW+Z+lFpOEo1Ke?
zfg4h8R9s}c0H~)n2YIDVdBDOmP6+Tz<?piGUog)z-jMsB;h~g<@jkv>&p4=rlmOCc
zQ*7zA<!WBi=e6WA%MZ6sa;+~eDfGj3_aN^FEP6;1p2AbCr3V`BCTsra{n`k8uQfQl
z?sCTBN|S8l0R6bpUrwz@5kUDk;Nl$~dB{-t5>J9%I_sIUY5j)6@?6&>wi#t*__MG-
z8yAK7q4sW^BL>ItPfK}%Xr)jlzn&aT?`~f%<>ibh!PlEG8-aaUh8Nk^D9EsNVuJ!?
z5OPD(1<w^p<#L`%0Lg8%VctfTnqrvFl;kXMDv~(`AZyJ2<mm|^xdKhs)}*AAXS-9Y
z#L<_jyzs;d4McA}24tNyF3o=A_FR&UUqKhwKtL{`=SHy(_DQ<28s?>Vtb$ugp<?xg
z#*>Y$YKaAwKFyC>jHQHgc>k0~ifp*QQXA8oY7ubKfzNWzI$&^SVgDdvXiTLQz4c(9
zbe?()`DeVf@qV0Ublr4PEe77=77Sq+n<a1_je%i%$lHg+deC7&xXuB8$%EaZ0CrSr
z-x;e~2EsO^(>MmheyFRlJ(p}?LkN~PjI2y_Y%aRoV{@jb9h=qZ*qzy3gAmL{&~>A7
z2wO{m#lPhG%$Df-N_~e}8J~8S&|`&*w+B(DeB#^Uc+L25`ixJ$X<u>8P@q_9s=~}&
z4UN6*(znvoF&$`gchBn*PGcl1Blsa+nb4L4mX)#*e~JCf%(|A&G~8K|V?~*h_#9?V
z_V1F0<?0<5@<Ax`nN6|q#mHxyrs`Q1G*!o8Yg4fswi?d%tkNWK=AUxgHnnM^+ZrLc
zU!n!g1-^}+&r+1mWB$SNP{S1inl_ofiB{#JXA=Z~ZLuD62BZ;@#sF?j(GXj7dFV0V
z@MpNO5^G)8;@hZ57HMTS&`0ySUpnc2|NY0_wDh+Bg_5<J=$LSBd)EK{{SO;Q+p{M&
zMgOn~wV>)&Ea%}(srf4y<@ZCUMFmxsx|t5ylV@V^CT^R{0)Q|`bp_$eDJx>?Y_SYz
zX~<hL23NQ8T&-1JGJ=T}ydkeR(DvcJIIOOxu#CH$DFm3V-XzA0Dxim1Y?Z>YucLcy
zU!GqyrvSk=bO;5NrTtQ_Ed|wY&(Yo%3T(Fv<y_Rs0Mn#W8g_ERm-fbizkkkf^XAEi
zw-n=Idqzw0$33WhEJ6VtmUsSC=U7<fgL$Y9Pk(3#bgl_IxC1vBe9F7OSl>RJu>oio
zQo}7wSPAOQm)6w5u^B^vt&u8omz(4_vhcL$U`*bm@>0{Mn|=u&l6^G1n-jrnjXGhq
z2blK)CmvjzRw7j$qeJVK;S7I2`&8C4Zil$GcmdEjw+7mWZ0DNc3jPG3w$5oQZwOR0
z*8<nJHOb;G8a+n)=s_PI9$Ei4{jhI^Yu1rLOJlqF#;NeS5)M?5f*#^ca$d!$@LiFK
zjnSOx3!tn~^LbE_eT$E0ycr3K+}dP9^EaqncV68WjTv(+U>^EFmi5ja<grrr=&eJl
zxK*Z=icHeeVDV5Y(_2pswVRkq*gXjAlEAgFi}gO3c5TLYV#jqTbTc?Bp`35M6veou
zqrJn>Eiv>8zqG`9Vte6InyQ99R40RxkoM5Io7$t@{UnX84Tekc@it!0XfAE~(DcgJ
zgVcTzGT&IngAiN|WxO=pPHFipl}F+m8^WvMm)Ce%IjgZ<q=Jj;A+0@I=zD2h_sNU~
zf&wMBbC}y%#O&=aXUQJL(r!vMC^mFGvU2kD)t|yfaW@4Lr%_~go16}Fskt8PY#A=W
z#K~S}qvitm3uO8OY9)UWOkF>BrfO2Ifr*<X!e-U-%Mbf{_U}x4A3no??PND<HDV^v
zg0A{~S6BGXAOS<kx`uGo{*&>=-^JaeGihq<_s^ZDp{6_3%)(CU9HLiU&Gg*Z8!cPz
zHeDUgX1syutc)Pg41huN8T=)qVvWgDXIywo5Kp*tvwi(|NXbTKA7>CscC!%q<RN~!
z<7E|norwmls~lAPhbjEdpzdFPsL;)W{UQgm1Yd<%5J|XLrKeGTO5g*}Z|UNoH@CGR
zRlhI$he0oVKb?NVgPVb+-d4)i7b_oNMee~crZ4wT)xlUkVKaKBZ&p;&KU-7Ho%QY3
zT5_Y${0~Er2O}2L3Ai|ep=%zBvJA)kB`<Nsg-kuzA-)0U;@ic$O>shXMVqM`R5gk`
z_z=IOTjFvg^8*fr^ORVr>wJ4Sqq)8374LlKI}hzOL~vQ(N@QD4NqqLD4b!_+aKv^n
zMG;h&J7uioiZDHuxWCRKdD6_nSgq9P$wD2Z3TL)(Wd*%)k?z`a&87_t0u9uT*W=Sp
zxro|yGV9#8oK0Gr-Q{Lea?DC+ldaJer`bcsOnnXfILJswej2xVC=KhVgYE4R(CK>L
ze4D9VrM=VjU%G6xk7#4vCDjTMH(uq=UeYaJX|t&f88`e|vBSQVbcfBGJmYfBGg?Y(
zQj(P;?dVpPi@PVbz^E85+jX6f2XlwfRCS?NV`<2&vY!wO7ea%!ylBC+`tvcMNORAQ
z?PN@G)%~9NP0#8j&}vcQa4TgEH=^l2hu7t+E5*`YP#s5}S68Vpa9qqC5ht;!CruR^
zHhqleHH?>@4)wEroJD9JjpQ#}cRta957%)*3;$eBD1yQOe5cg2qF-6cher}GuXlVW
zE$zFi2Z^OgcWp6k(#?eMNyBg4F@FHjB1(i^U<yUp!B*a$AVYn2`f1NXSfV@uEFH#~
zku&t~LnVYvp=3NiYyFSza>te=#DS<ktLPQfN&c{&c5DCkC?X^vt7oiN_d$XHDI_Uf
zovoOzZtQy)v~<GtBHhRONjF+*U+o!oZc3Eo%s^uPnFLR4RrkR%5JLa#Pp`ayTJX*b
zsv<pK%TW)^95b;nQ<Xil3Y9e@cOz<-k`w3#Ir{Qc)nd;n8+sgmY1^jURICL+%4DDc
zlTKJvaDeeFlZ_f^66^&7vL5hYiVvB%vwYz-TevnCYX^8SlnzkVSm(lctfas+po>YW
zNR!m&O;z6sAEibtJ2=WHD37wu87_<((`8;<@bCCUF<#UyYAXQKf9%^BB*ZTfMe$k3
z`DZvGlYnZR7Qm;<TvaJdSA_2d<0md~T(=F%{eGHpUADe$e!rlp%im9~Bxbxcd$9?a
zEbc)?FbNt-da0!=qT-kIsE)IHyP;ub;I?S*DH{@VUO1&u5!xhBBP?x#;z@*smEXkr
zboOhd^!EOwln42@wbbn>7k~<(Y2nQJ9$!ulvi@ZT+O&<>oVAO88%8i;?)yzecTts#
zN~#}4T&+I*ipZpVc|NZ?l3paW>!%`{6Jb@82knKLD*D1op(KjUjZeL2vzR?+P|i6=
z-0b)6Y)SbKzn%M*Cu`@X;7&`i)8vb3$#Z$@#`#fK(v>E`jIE9mspO<hI&1{d!mci)
zWM!EB);WEyopO$y0{b>GXT=MR4~WM-tdnOYuDF<7l(^%0{+aH5)y3``h_0-(CSL%}
z`vtRdQ9Ma36+sm2FL-crsXBLPW)`R?aB~Y6gyR^Md`yZ>-G=^F3mfj27v;&~=)xE*
zd7=7ewHUucpf)OZWY1waUT#sjpSV)Zb^$HvNU^YlyaHNCKA>wvhb~!C@yJwPXX}5g
z8@heithlzp9bumy8~x?n=^4SE(KbrkBHwfyQ7#Lzj(u>%%&*V%1&cg=Q}6eZjhZ%=
ziV`pcV?elpN(L9=Al9q2dGpWkq9z*k9CviBw6w9hp>u;0^_ac%6Tg_l)dAtV6`9u!
zUUb|rq1IR?u-vn&O82<6DplJ?IPYf+W*Rpbk*Z7W$C1pc>U!vYRb3C`IjTzVU6>e8
zCF@eB@(A4-lxq;yb;S#3uhPTVMie3KsDi7m$f2fOAWsX^myN*FU__;8_DCr<x1}&i
zwM1jxe0FVF&b>J)pG7=ke7dp-+m@EL<q(0<ZuP^?M`*N?t6!*P^V-|R^q=XQm1Tk{
z)Xim!5^gZ+Ni(f~g1)47W_G2RfN>@LHkCr?f%tHQZu<U9Vz}AWZ`<n}`);%-Fz7p7
zfxJx5GFTd?JZDgMnltc}s5I9fuT%VOmMSUVvZv3R%Fc2<Me4P~g8I&uST;u?#g{Ow
zIw>k`qo#MLH{|&8E+k^1c;a5J?D0FdMy(T=?i$4Su6+KT-EZdzrgIpq{p4MW7|vn1
zu2<?^ErzD{Qw0KQzVFDZ?zkf_(ZgH%j4PC6^zkkQY<#>i-*ut!oY(3rmbRZ)u>~sI
z3C*hUgwy&xtf)q1)<|@%D6vM;wmk0e@;TrNp;2FsHChySnAxH@E(f+f?W%CTXQ8lf
z%;-Qj@8ba0cDoI7wDHzT!?{~k@QS27e0W{5i-xPe_=xaKzXRw6@QLd>T7c=rr+2AH
z1h=nF*UYeHx@J~5yjY@%K6d8lV$k;)tsI1<3m;4uf(`1KS|auaXVxDh-W8#}&vVsk
zHhNcb)3rDJ53jk4L{K|j;B1%5W8)t3pf{c_sy@4iCtJ>)Lwo4EsXf?+eaZRGs>aK+
zwZ?}I7^R?%doq>!f$z5q9P>g}p!2Fs=Zcz^&FM;?OIFqs52<TfDUzQ|!0afqh2A^l
z8hm?ua6ijAn+KGYUH0vN0GySD2h37EIB<!p$Q6BJi9V?FR*h%9ZOES0SU{~RFBo!m
z!%VUV12h7>(qPB{I@fBdfP7|?Yz)?*%N2Ea4eE_%*AZ2ao*V1Yc={DwE^1@_jb&FZ
z;1PZ&e=t5SYOqe<vZl-p7hNkFSh?t0k;`$8=ZVl*FM>mC3_n`St1{Y;VRyprc+aj+
zRzBIB6f5qe7r)2hrhpOmu~!PSvQD780<JT)MCwGv@f4Lt{DUuxoHQ(Mx@C_tu=f|{
zjL$BZah=aDr<YdhA9W8i`<JcmS{<V+zcE^m`oNL#8{%(}H8D*t%N&5FM9V5gM3Vwu
z{pNKwF`zEW7Y!6xfB$nag?X>VapNSRKAiB_hU_0O+_ZJ6&Q+%A?o#n%ZBi=(4Keag
z4B=_y-4e`7Rgd{7Xu#`_w=INz$Yq>_PbF(lSU94cTK(eRabv7?1T~XZsH-o0sVlg<
z+t|O2*7oa~Ttl;(x|-89`X%Sv>kq%j+3JAG&YqxJFZaz-N!Jr@b=nb(jw60RuUp`m
zx$NSulWNp7Shq;(_te#6p-o=ZZ1&(Y>_?Ysu3=J@5zQ@zYXLmKJ1NgN>R(P>b(bwz
zY24U8SB(Q~JFr1x$GpM3G%WY69oY2NRnQS+%pIS6)ZzVXuQ%H=l~pEFdhGYOR4Tg;
z$3@L(2QXCu8}~9*H0+yLAxp!*OfQ=GzKJQJ+_pJ;p1qhS-o)GRwLE`fW8TL^lC^J(
zqQfcyrVcQM7yb*BU|UvrsxuyCv1=<5aAX?;2{^&_DXb)kor6PEMF`A=J`huRUzU**
zPj}Fk``_^N>$~K^u(4{HDo<Rve+}zkA}{e5<VLfnSXW-Wu;1+CQ=LVOFIJA5o29h*
z;!Goq?D!xapY1KE@kt8bjXXK(Q~BGT0l+e;mcc2=(XwJQjQhW&U6c#X3Dh%8_o?C?
z#c=H}N+rgKV9>6CE^@P0l=v%_uBsEItu`(fOtJJMDcW0i-EDs(Ld}R8K|4Vjn%uZ1
z`P}0hSM@E+V(I-8Dz}pRO=Z?I)b=$q<)B!#vsI-?D=T565pDrv{8HVEKCPAM&;XvW
zA<Hu1<4L@#V?w>{TXK`)H9%FO1<yYhK{5`FSh&;i<hWIN*BB~U)ic2@38OpU%f^I5
z#D|snVIdcP&**ZMH&!%by~_1GmJMb^J(le(ZzKY>hg{Sf<R-z>WeZ<U@^nOUKy51?
z%wtyh%8QJtD8n7NPTA4DKC4RiD63<<^#})Nw=)Rwn(7O2*Oj#Z2##3Ur!lm7iiPuf
zq=T9hVdyhPTzjDL&1z=duz&c3{WPqh>g>*|lI<ex+ms2olUS+yviwcgZ&)0FmZ>FN
z9X^^gwLwJMQ$0~PmLcsaUOWX?FP?(c3mG+05zS3nI?Fx`Qn>(dO{1=Dho-8U*zaP@
zT+sCpjcu8Er3xM!?V6p4GG;$=qp{%p;>b^j;gn4UhTPG>{Z_JTOVjGd^G9oZJzh0{
zkMYpwTGwkla7BFD<7GLwOY6B1sB6rhYcMj+tyTPj<@I*#1Ms^;s#Su!dvNRT2xwE$
zKJjki#Nk73^Nmoe4Y=#Z`W`g2ElUQ^UHWp>NJ))tj3+Np%~vYxN#T%P*g88au-?8W
z-f{8b!;mW%R9HQ0t$^NRCKhJ>b}huR3JeM9B{C>py%)wZ&Bv$pI^LJ;afrho!o3{Q
zLyNa)97IgmJ}Zasao1bzdI>@0=q`E6izuPO^HiPPE;t2e6&KBs-j`fQ{Zg}sKwRD7
z_uMJQMJ3lO7#dHPyh4qq4TbEF#KnzhD?&gv#`NuOOX($?abuy^Fd+}A)}o86^)MHA
zvGDj-!3{Z3q}3h$jKa{B|I%GHX_lob6z%6I?g-*j{5|7|?rqoj3)ma<WWCqPxGVLb
zqQC~9R!r@fS|+p11x$?Os6_GUwxW+z5NQLWqeo7`=oUus_ZZ6*l#AsN3d*p(mVwqq
z$?}xaOd0v>>8qhA??`6_Y+e}X;f%IZhovG+$y>tm*LgYa$jP|}(uDpV6$MVS*}E)2
z+Max#c4xoKNb*GX?+DzEl_X-CD*;WLjfyhckT)x0*iVHr=Q+1iQJ?B0*apgAY`R1a
z_9unJ4DCxxlrO(gctf!~A(I!%c@KU4>#AV&NEKJfPStQ(dZ7!qBwgU2sQ>2m5+75^
zQAm`Y@4~dr^(^{^3>_g)dcR5TsS~SCx~WgR3TQ2*m9^Lj0YiQGpt>NUJ0#_^_!g-M
z7i2Q!;`Tp>P`Hkm<WW=kJz;wLJD#C6y-at%wT^S4%}Z0!^o6MHEFm2qDfiIB%hfVh
z=Jdv3><w-%2yGMe+p+Xi``#nEMki#~fPT_K=m>gw(b$~3<a1h6wdK;I*k-^Is}eCx
z?OmeT<Qc0&<CtBY^;VlK=(RK#c5Fw%BC5MRqbh9E%(2?0MH^<TZq&4B4?8+MG+#Eh
z**x~mPYs&?o;M(3h>IsPoZkAaXjqq@1y4+IqPeT+SV`>#?*2C6Baf}`%}^R`{LIka
z7=BWvCo^Ww=P*w;{FtG~Phjsx!BRiScF}P&ix;VE(_(h_(<KZ{-SB?H3e;|jMcDNA
zCcY*+UWfxF?>QCG$nr59u9zIOZ$cLu-2eI(JE-rV<hswM61T|_4KJKr2{f?(g4pO-
zw|GG7*|Ac=StrYDb17lmUMyDE-fTxqnx8Z!tP=9zfmO5%0%fs_$D2I<)AlPH7v*H%
zZ9n`O^|;|@E~DL~&0L5YVZiBV0pkq|6v|<U_B_nt_qYo&BXO{|A`m~@FXs1{t{(DA
z9R%=$R%RR-uE%wi#!bz8&uAmlOAs(|+<}KmSD@cJjzR+#qv)aHOSD(%seawf*SXO%
z;O6l7Z^3;a3PiAl=0SOAxLKm77&qg=;^76X{PvAjHjD(zY^Rco!g9ZS#&z=Il6i4t
z6U_#)^D<o40Mu+nVR!sGZj2&l*s!~>?ZAAAhu1@Sby)wc+a0ga90q^es>9Fd_;qYV
zm_a#RoB6Y%ZmvzQ*5>(kEvmkYKL&R6g-|dOr{+(jqPnfga;|L8VnH@54UAd^QSxm~
z#&1E{0e_v(WCektb<tvjau_K-Of8DD*L-l@!A1qM^(bX|d>DA(mFYr28L6?LdYq+D
z7H&RUQF6ap*c8+YCG;qzN1{O)Dqc_(v5fq*^B#*o#Pj|NQ|`s<ey{&y{>t}S1O?pR
zYgpoYEljX@ug%mi$$m2fX+|=dC+D<hBdcJ)hKor@K2A*9=l6>57Q-9MbvehdQRdg=
z)-!RmhdGi-#W@aba9m(CXOOKsk9XR`9LTBY!(i1Ylc{~ze|BVzucK!@&nZSTQ<oF+
zO~X+ec02Kq%yI=!a6_%{P%*|6Dy*6JTc|D(C+R_ETi||<GNE?AHZ*w1kv7#kyez<J
ziUs&G{q#5Q*TT!8?%TA$S4h8xeMb6qI-W`p?rHAp^;Az2aRc=#nnrTn<7UQ;tK3gq
zC0@+ozs5iLvszdhtr?k_hEHa0d&6rMod)<_0AmLI`b;KUy=|k~075{$zwfz4XvL<k
zP$&-;LHh@X8KYG?he2<2cp`(uYuqFJ)`<N)WNQS{Q$}Uqenbg4e(Jbd&c4hvs9wgy
zMn>2FUDz^8h5o@Kw@|%wz|CeC)xwNT(93d7Rf8|v>n6#}RDteGBRYB-RYVeXOtV6F
zs;uD|HtH#ej9RLiwpOGDoW?3*$k7WlP2RNm>B#uSqS8<1TOE(_AVX(-3@TtBh{!*T
za1BGbj%WEB*N45FVL@y)RC;5X!A7;`E?60$#M-3T=7tq_zutjzy%VK!natd6?s!A$
z8>71-%!NpcM?P1)7@xfOMszg;rj5tHoVg`GjIpEUR|ERnE?J4&Tirh$@OQ^!n&V2R
zVA*ee?i?8$&PZ&w^1x}429=K3#me=B?Cfz^i?!K*P7F?#lZe<UQJ4@9%B`Q-g494m
z5_Qx=Yu31RUQUf$_Z=d`a`OR$AKq{4*x{uYD1`9hd-izVFH?D*nx(`WP){4RPD{G(
z*tqDyvxX_H)c?mag9)Za9KoQ@bDpuF5qNKkGowyn^b7^1o`GUtPQSK@BgOl@3?}O2
z7{+t?dv>7SkwL?<mVQQNc)U|JJg$oyBTA!2mBNV=g_2|+$~&q?%Pz}NqH9@`3>7%+
zYMA3)1&%B2n%xrJBu-YMrrOjJB^59^(H+>IEJvGP%4>t=G*uTOz3azMwy8$rPVaq3
zSw((VUMvj){)EhKeIYnKxf!i2-3s2?IGNe$*)W<h<2~<XX7ppPab>#@BX(}~djdK(
zJS<UZMX3JWh~7lEs}#LN>qzY&{j4DcN9SS84{dgP(nj0Sd3Y65tZ4Ue*=?h}+pM$=
z8Tc^A(M|q$dUBn<R_kXIG?iOMB0XCko|s~GkJid}4Q-vf?&xWA*WzV^_t;w0aALTZ
zGjS36ER1B|RQh!ljVUecFv-Rplk<)bTg`7s!OOcCqYAH0THe<#AaUKNvFO=Ec^{^}
zAD%okOx)MIGn&}3<#MI*p^8<*vQVWX%w<JeXcE|n+Bko**c?W5s@<N&#&|>}P99l{
z6xyjp5^2gyk@U#2<z<K&`Pk*U$)md|>RkbyjPmPqnF5RXrC%q?Wn&jD3I=zPYM9IZ
zl|3btsztT}3-jZU3EB+TC@`pyQlrAydpF9&pCIw&E$h^-<nZ^;Yc{ZF1vHB8a68qg
z%4WEr&_*qd$?os^Ag4uLQ$B^vXzrWFz2gd19a}oXIKgZBi|zDA=@*5gD`0uf>w4<d
zE7lcS(jHe`)RK0|bzKU{%na1<c%;?SZcHBV677uhIBG}f$<;?FNpcUR--t(s)gHpj
z-e7G%xm7bPxHNk>U&odb*#N(%!&%WjtWmu2s%njH!M#^QJGo<%B))C87O8?rpk~wI
zEpO8+MNqAmlnO(XQnkDSS4ZpJ7nTQsKqr;w=k%iG;aSZ`B^w1escdWrF<y2wVB<wA
z=FUro$C`0bI^3a0P`H#sVoWzyQ>_#>Ayhev5@TP-5Ja9v%M8K6!_J?3HYiF+qRH#x
zEecb2L8Fj@qx7f|Nc1``cQGRWJx;+<2CIa7ij~zX6HKot>DM}fsZBU!GbMx<omfM9
zS$$F3QC|)~h7rRHY(YYV=_qw1FXKHMB`>i=ow79x!p2@^Ld5uCWa`3Figzc^6S3?!
zCC~Dl#aw9U_0bjBMd}x$g&xHGV(9r|9!vfPCYn!q1~TbFoXIosjxVkl7vX&OtD61z
z$8PJ{4g)hw_mx>rW2QUG%@`FJ!AzF1ZRhwpKj1Fpc4LE<cQ%@!wGTbE-0z>@r{Ma+
z)B{~756jiXzA<Ncs(byhr(j@yRZBb`%GFb#QR36X)enXFVClEDGS5N<#o>Ycl#MEr
zyK)=Hln%IOz5IZIYFPg*5)Kf!^teO0?%?mAYaA=R=3flw>K|SUK=KyMGz%PVMQMQa
zSvz4<1#`X0c!Y1zp2&3e*cE-dwyHATtWG!OqRd?myBE7Vk|`#;EL#f2)2~ht5;Sb<
z4uEa{U(U-V$CBL!qVrzGT|q;lzPX+PJgVo30R!H>84;vX)p(wGRQFU$6!jq)RFk3y
z09rFW!oZHC<ZnL?JnRf*G<?SHo{<i-mipV;owg9WPD|^Qo&?J#Z@U8DR3gr3)z-9R
zxoo(vy7syewr0d;@?c%Luo;aZ!zd6zeg8DgD`*iXU?HYf?V+KLn0nhFpUPhGy(~2n
zV81gb{q()9ohPnG&W7n-aj7W6ERoICi~D!K2QSuz^CFz5UKAEu=eZEZaSy9bM!<P%
z&RwinT0>rz$bZgDVZ34OB@<=D!*tidWSBbdc_Q9vDh4*8-2v}x_sC*t$5!KGFVaOo
zz6lESZ}Jc~vHgrCXNU<!2blHi#rSOTq~77yZ;tJUac0vrMR3pNlUYi4<h*WE!6%Ks
zjI!kvY25Q7Xq+kp+dHe2Ub^$#S!+POpE~4ZR~ed1#e`*OMsZvSQIduZi=mN}r&d{+
zE%i3$RQ%-y`}cldxPPyi^MvhArpf034s**>!eil7Y!1Da6>n?y+=Z&kjAFY(5#ak(
z<!9GE-Qf>l=y;F^rYax-hNA+KF|#V;$KaY%=SAmegU<$Q)Caw-sj8;JDSqy!>ugFS
zaeRE^;EEF{nUQ!^hqQ8FX1-i1GT%_yx^N@{nsTTSBEu>UhYFR8B+4*H=A;#;Jf<Ri
zg;4SDj1C`0?92yALy2%lB>Gnxn-L$Q@#K9=y3%2hNA=i-Wnx0U9+qK`A~#OGgU@Pk
zPDqcU%o#&VCPVu{)V_x!%R26PrPV?8{HEPMhWD*9_+rZp4tNVlUs*Ernw^^}lihaW
zx)QTQUTmL>pe#Ttr=y4E*g=<1E0l)37$-FzAMzNT%gKz^r_`Rrg43LNh!{Jv#4D1!
zIvOxWADV<Z(_KvMkao|G6YdR9X?P!@{Hx*M_<mR+mR#f|dZ(eT1D5@ehdK$Z#0@@C
z$((!VcjaSWx*mBzPCa1Vl)5EKdenfFFukhyp8Kgf*BD({+CsuO*}QZ{FTdxdU>qYd
z7Y3IUCHn_(JMB?nUg3UI()aDPKiDlf(20kN<t63$#=Or%=gyty%uBckKD`uf1h<H`
zwse6F-ij-3p~r<a<_@sYSeb%(lTvYGJs5=w1XG#wM|q;OH)QTnEA}MxlK`U_zcl+z
zi<SdhIwecdd|G3ZG-{7*dNC|B`h))MUk&+X)EObxn4!VSa}ClPs8ZCJOh#RKPr)+}
z|1i&l3VhVT_uUY;0bjH{da_o+S?6Gu7Z^gqY^(^N!Ko}5!?INS)Q->D_%w>RQL{F`
z++=zQ_?w5r%Hfvnf#X<6mYmDZ{h6_Iq8pPm<f78AZQcXAA^gTesgg7=wH_nMJFd*O
zwx0eP3)j0JTk`UWK(on9^Zn}<!k+PzUiR_5|7320zmOT+?v@`9-CB7V2z{pjjkM!2
zh7NiBD9O7+I40x0yj)Xj8LKB=T~8#ri1Xiw8-LAMv-4{38;h{p5`Gio=~klY_$wZ)
z7_rPKxsde}T=}4iMZjJBxxf$fKm2IQzIDf7=6z;gv#7}~c?mPYeXdc^9(hsK>2M?-
znMR`Bs4A&XXkxsLlkdO9rfPt}i_bD@14vbaGbhiXw3s$GHzFD09~<+Xssh4Xxsumb
z*#L2y7M#xe`>rE5jU-gn|HykRtJ0?vsXe{#MjA7H|N8ZhU-eTy_4BW<fBvcuPda4t
zU(StnEoC&Ay#N{X>=ed_LPlTgw{~VS<c{4?w`bj@lmQ;sXx{g+bSTyd4liP6czEvz
zd$nS3$MTnB%jQS93bp1qVuiUpr2a*!A<0UKIdl9L&@ABVEIK4sOI5?5kxY)qNYGj0
zFdeAbQPDZOdoRDnP8rZAMXz68hd2)WCPITa_dpn%p|`>4dM4y}b*X0olQcw3!{9R$
zfNOTMp4~2Dqk4EKSDsba-GM17!nC*_C)Ai8nEA!+4(bP?Pjks$&b(n^^Zl9bB&R!R
zCeLU<<XzZ*@5@<lN$S3wjYFyVaf;Ut9&$-5AuIIx!~-8o2kh<K2hjA<Bl;pU`n<Kb
z(3bfA==&l*e1*%>NlF;7X9Ca^`DD<O;Fi$@o^K9ab{1jqcV~!svx(feiqsK4L%*-`
zI}svvMIHkq>8=pcoW3s?CuJ2~^e5wlesVQbnmR4Fvw35)@$ETRt<|)a;ov4}57v1$
z;nAvFPO~7vN#(AoeB`|4m3qXN&-eQG<AW=TGiDd<S%6%u1JKf2CtGr<y^qtKi6UU+
z-Y{)aJ8SRX<ni9m)S<q#@2i9y2-M8@Y<6=~{knMB=O(DmG`8|OnOXaKB)iF*%*oJI
zfZYjQpC0XK^ZD(fGlP;jK#{|t7>R2lv7`fsz9Pr0qN{rNbNR0w&%=+r8+{!yZ3`9O
zINJV`5q4q_&-+l1v9#RMRFOwbcSr_38jQX0Mb6ms>I%6TSz;+IJ98_YAvk!82UgA$
zmYm3Q9#RVxEA*ets668j|NI^cPldz84INt~EX`UW{3cer_povg&kTO%dl)-Uxpq>s
zB$!qS5Py@qY$>i5^$f1`N#?=hvhycX1866?;jM-i^Xc?1dJB)T(ymNW{@-T@qh2zV
z0pJAw5U5Q6u-jB-s|w|2VuGEyZ~o&mbqA<w72gx65%gF$8`-`s9PD(+WA=mJbRprf
z7>8-neKMnY$M*{@^480!-J5C;G&*VN+mz|4txB{5DL0y;DRG3q2NCxdZPJkX**e1&
z;zW14m*i=Qb%Z-QsOz)p?#qahEiGR076GUoA}qA|M4Y|yZ>9?X-pgh(ft5v_SacE%
zc@&GNaNhjTC!2}#(Pv?@9gmNxCrVAq%-qjoy!RN4Ydm%m6dQpnBK9D4u8bTB{OZ!L
z|4$%45r98L@%MW$htGIrzW3mI|H%mcJQ-sFh(k0rqQIF5Xqsl9>-5`>2NPG`ugiH~
zL<~PK=H+wISnMZRypWLiQXg1}FSXnK7W0t@W(XWKyr`w{(avFUM$AT-D)eKW!I$~Q
zWpIY=L6-qoy)(z)#lSbh>S4Gl{}>~9pKQdmVajoKXPBDD7MbK?n>qe}r;?NE4mT}b
zdlvW1lBd*15*1^vq&DVe`lWu!H2*S0AUsqN*vig>urkrJ`s~Oag=KPwB3x<{yq=U~
zRY}-g&s7soDLMr=O4X^DY;07Vg+**x6<PIgAAq&9`eywc5uR_UE?Gb4z0NiIMV0_S
zBQ$%<bPr*flAwn)OOX<z)pe$!pySiwaH3I3oy|1~+OzqVC%3g!O$jjiEv=4Z2<dh4
zI1DnWk4dOA6#!J?6W1+I=JQ*6;Ys<~^-yMy&+W(neP5PROpJo;{vWv-Jm<|v8way*
zfc9OY@kt?!-(Rn2u1XD#(GRG8cvDH;hu10GJ=+CwjUFnn&AYoeT<v0ZdF&D<o^>`Y
zgs;<+5Y?j0eTE{1;rCE;)bwSmLoqoEP4rECZr`i)_Su?AY1O=vs=F?E#4j5gx+P-}
zAfVW`I>~5e<1(4?=<)ny;~4&zbUB*P!Uq>ahsv`IMPoak5L!dkL5-nS8JGJ*GQo$}
zz#>ycrbtW`PWs718+@T)nUNGh1H@H^s>572Fn~e4n8~CBGLh^~?PZ2Plbe}xhe6W)
zInW*HHPL_BE_du&auAB<ZxkMZR|);c<D`Sz^G{oc1BmkL$ah;R3GoMCYNa^Ho~3sR
z*fEp>Btfy?_>8$)@uOJpPIXv7&%j2<d00KU2eB--P4`T^LwfMiG#>)DMH_dW92(~c
zr>Sbtt>@~4lcF>(@*LE}faN<!lJT5smMDe~ucXx)lREFwTS9|zt}3lHw}dL~V7oh+
zm#MT1CXexeapF4_FAi1u`SZ`|uBx^t3m*LM!KO|Y-OFag-<Gi<ye@W5Bg&vkY8kAB
zG#*w<4r||Z9L^Au9kj0T_jabu%xyV?Ch1AkInWr+%~WV7dFLRHl?U%6_U6F2A;4Yd
z9Flmzu%H%lfwapSETHm~BqhJqb#{O6?JqtqgpZ532IDBxr#$i<iyy^4?q*@zW(NhC
zRN_78d2xIRnfz30F79-3xfs&ky_tl<Zk_XXl3eNMzOu3Or(1eUTA12clV>z*uJA*h
z>Mub**SO1~aZfD=ihvd^puuLLAbD5r&SnyZGbS$aqC@!d3$d~Ij-nBKSj2}^#?I4R
z?Gah(@QK)Y-MD*Nio5Xsy!{hVY{5|3r4OVWP*>=~M!?0%j_t^1t!2O`+8ha2^W;FG
z9wv+4;^2UFcm8vX)-1OF#c$1}9^1+ht)LZZ0d3bAe5L#FH~mwa<9f!%*CbZwXnc*i
zVY@zwliBNDFB}YHC>l6vVw>CkZ~ML;lW^gxdEYZV%@tldJ<lz>W-~N51ZG9@Am+Fb
z5nrB^QSt3IpXe$=(RK(n7{B-^TZtBefQLFQtJ9Q}!a;4b0|R%((}@7~x+L^!n|Hx$
z`B5L`smqT(ur&7>X47IL;o&bp<zf+~7S4y0Ifz>L#ImQKGGE!~V2v06b?Wup1{&E2
zWpP+^<DT_3t}&%(UlaK7YfWujt`vmI^6f5(v)k$N`3&S0b}3COpb$(vj40PZ^ME-L
z?}ynf@xobE-@FSvPLCpKNQyMgl!uSvg=OBivdiZ&*xE4@F0F$f{gM`46k_rL!CGX%
zjPA>?^{ts2v?(%lF)5SIZa+L)ad2_^TLGI(m9JUf*<WS5SJ4S&yJNxkWm~2i>38Fe
z#8B|kmoK;Urse&bs@Izo<VN|=ACRdL5?59+(z&S?4Y{!0;b-KtiYCcjIA?;9D9l7v
zv=gQ^L6S^cE6z0jD9>>>SE|kqYP?pj!MDuKSB%amizizGhMoX}v5y$L#Hez1@AaeH
zD0OH&yK?LF-iZ2`DP(F+edKu)W8L3YUgnF~-8ftH*2V1AT?)<&C=p`Z<>vkNXqBiI
z%dPPF!ov<~HWT<2SQrbzmMVRFRd=c!M}XD{ArcM^FI|ASoX#Uoqux_pJ2=+e+?cNH
zoW?sVhcs!O4~!>trkMJTPXmt4K-!5_I2S%06!78Xs*Lrbvy7YpWoiG!5_nc8`!ss&
zS+>U6lwn!-(MB25R)*M#d$+gbc9QmM-my!6)Ugu!B7X1Xy`ppoYR8;o4{9U1%(oA3
zHh|D#=Mo%Be@@O%4#ht~#B=fUC+$?w+D-<cJcAS(mxjKutHRqH=7o1N%VgIEhaVHy
zxF=W5nNDmYue_R`uTZgUFUZ>yFBBzEZP88JQPxaL*SZ|dG`Pv#tc?b!DNHUE3S~po
zFkk4}cU-B4)|$kctBgUNU#}N670bC>ayYEI>=x03xpFppF?cB>T^v$NXheayRl8%L
z>RrQ{pQ`5Nn_n8pdXd<t%8#`xE=6IdI+%C49b7d^&$0>G_=sxR@$&KV1FHCn|0yjc
z*09n2MW)NH#qTh(^r2z2l(zU9z8##O8j`~Sb%x_^8OE@k%3{&)w^qycXT86)KGc^q
zIRVt%=;&ljx>dKn_HZ3{>!fw{9MEuMVJqvx)zYNfRqJ^NbN}T<RfNzhspiG%8jGq@
z!Qw0zbF!blZnv3D{K3bRD%&vGCTqp))>}BM8^0J%j;|viKmoX#WhSEKa8H}X5`aS_
z7JS+~@v#4%?7zWZLZ<*Ad(P%D%k-(%GTrmbS6ESLH|(aCtWZzj90`YZ`Z&Wifonuk
zcrQ!2uBTHn)<}9i>s?YR{cC@u?9$$RUKd|$Vg^mm*|?f37;{buuaR=suWYWhG)W-z
z!npBQ3SMl?@BXF(0gofMo9)qwj4MY^;&o4wDto6t+Pi}2GS04l|2DMP(dUHm{@On1
zHi>JjgUq)2dx)Qei>HT$J)ZG}s()I)htd3qQeo_J24%C3ST&Kf|5xYMV>}-+-Jr{4
z66{US8pGpWmK7UMUD~|fq;OFD%Y*F58v}zpBYOfyrWNVq9DKUySmc*$rHh<BBranR
zWDBl}TT0bbdJoq246wo$vc=O1^?i8eG;~--zSQbc;vt@G!FDu%(@E@Jt21_Qql&e=
z{L#HD!XLD`irRST@xA+{s76zV%v}xSF0-vDxvjUAu+VERP2_g1f2iATh0)yDkYq85
z2`uqZ7M5jwW0VVhQxGe>vsLtMwZ|*^Ydg6|#RpB6&%%qW&oBjT%3NGQTT`#!wCRKw
zm&;L~=l-HU7371TKlLe0=MTjEC>OFeDB$(R9b6xw3G`!-aBb+x$5UDT@Lkm~9x9{K
zQabNRM2QR+^B#`vV#~m;?@EZeaCaO3THf$gP-pj5NNYLa;z=tj<6CV@(;KGx-=k9-
zXvls0{7!0_Nl7?((Y->6%hfgvmt3<do0*}V#Z0Mos?ScgE06n9(Sr_)y9?3WXDSxf
z8+B?>;o><RblWzZEZ&Fm>4&A=-NG_pCkb0I(WF#MeG5@NluX9<9j_r?7p`T}J{O;s
z6jMCc+tHJH)1zyNs5(EtOA1Nwz9AROeoNl{;?eZ1w(iUQBvaG&;59XErXbtAJ(!Km
z8VhB*N^zA^G4jyPE{2HboZxYvcxdwt`$b)kmgIl@bY?wDWhONL`)hlr$r9J=++u0=
zfnE|ZhKxP@?okY>*LJd`2$Sy95d|BxKSS)0$Q5IJM@XG}t9WEn<|_W_Fq}yNRXnDS
z`D(4SL{M8P$ZDhAJVDk*oBK_z(F+sTbaU(J-qzX7FqRKhPs`_bOBU?HM#@~YTW$Aq
z&T>zI0HmvwFTjutks)wy%$Hi&z(vAEd&^PYZMJl0?>)KmNBK#WE!gU9;{63+J0beJ
zwXf)p;$R&!Ks&mp+Rf;V4J&xXRQpkG`OfV<f$`#1A+z!Cb?r4lv)!w=54{v~6ng?~
zFiIK{L7kgV(1ONFQV;P~r1`fii#Zx?mbkq3a}u)7=l`~kmuSHQqP5ie)zKLk+Soy~
z&Z3Pe4$z|&1zA_S)Op5W+7B_h_waV@OqL_}ynVST*Dy|lBXDy3d3<?s{HsTlO+VG?
z4OGWh%!2jA+7pu^KHcoOY?`enZg7(hyC2=Y(_n_>5d#xB#y!C1BD9A<5+~d&Y*DAZ
z363`I?n*QApvru1(;@gRMWrj+I9TWMF)nyG0=9m;GMF}&&1{c<XB~JYTg|F|?|NJH
ztd}$?_;GI3zfUJNyq6=Bx(#3i9kEvN$v|gCaES?pywd0iHY3s>mN4EXQ{u9mr@B3`
z2&jguGH~5U%gP<MR;>g$<^E=r8oC!9e6j&nr<Vn{?~&|xmal!uCNFO7A?;9_EerS`
z-DQ$o$qfV1y-%SND2m`v<axZ++7Z6Jk(mI=uV`;t|24+~Kp-*p1+~>sF^kzF!!u|H
zCzj5<lw#XCLhiw_^IQ8MyUl1~cwsGF^EUV!4v2m5cJV|H?fVJ+6@HMbKmfhI7@0Ui
z6h|th&PNwo`fQGZ_?ZhY%IB_!)p3RU*Q1xW5H;Wu7gY4DN6|7P%2#CPy}an-XB57r
zKE`jNuwLc5>0yt7{)q^%#gf-N08E6WDZ<4iC&XAQvEeMCxA>I6(}Ft@MRzG#A6hY0
zHbIsK;(@K6w?GrMl*eaN6Sb6^{SkG2?`HM_Xn60h7btMigMQ+i$#v17BqJ4#QMEX(
z^x)55&0Ebrjt{`k+;P*;d5#Moh2x%Gu6X#v^l}By;mH=r0S{=ZKZ>2=md*RgN=p<i
zG@3%oA9X8-s^wIytQj<&E4#|jzHwJ3bsIb(=VZH!jQfmlWwxPp8^6wPv{W0I*b^gx
z0v|i?7d)<n`iJT3H_zneEo%|*x5Z2ztHMLU@I$nADgbzmo0p`kbjGt%io73GWr+15
zWcFTBY+A8PV}VQ5B4%I=_bpJwq2?I6&3n&sDhSX*7JLEP))1igvUKU+m!1ID+tQ_H
z=2YyJ5UDS7jMIC=YA5M7?^(ya(@^seN~M*Zuyybom0eH3N4t_($=O43<wrQokr}ah
zw^;=Gpe2<@26elq@}V(x`dn{B>s83O)m9!K999pWJmT70H0N~>i!?ixmcZ4nFS3$J
zKp0)zqI5WfRBy&FjB){-cHXAdOj-W(TYw03=q>XXmQ@NkE(1g+gzJK`cwJm|LewY4
zfVC`qn`a^*KFi%{{qy2oA&^<bqTk%yWzfun&XE_j*R*rY$90D);=a(xY_*853Jnbb
zo-}TniNUZfI5V9xf!b0A*f)~rZ(i+kMF{(S5%Hvy{$SkCqTHBV9tFnISc@qZdarTx
zwHyU4EyT>K;saI5OH~!0eQJ$*vH5|&CQF5ey9)lhc}f8IpQ;W)CB4<H1#qtI>W_)W
z^s*=NqqGU;Mt!M~-oQEpo~&vJKsQjUw%Vu!RL(Kl?{8^o!_B5T)<4F3gjnq?f%7|w
zPh_h3OolR<pNyEpTK@xO(nxT{q87$A2d}+)6c1;-5|<yehf2~?`m8ViQ)5{BBCR<h
zE*-iy#^X5DHC1)PKbW!Y_|Ds|OUASKKy^S<zHu5dR=uIfo8le2c~FR>J^$jzj<5p1
z?ef#&^{0Bu_RxoFDIIFNPHrV*TRv<hqMMT~f|)-p!yL;jPf$Y5ZSsQ29{s=2R~<s^
zUzA(dRG2@+ra<qyhD0oKQ&U}rPUXTXY1$*8ocXCzMNR?)RZ~?KVQJ$-_om16IZf}s
z<7!}qovVL6+rz3a$(EnL8CG&a_^HopD)OsF_%#)IXC;uPnDwxS0Cv(FpgYu|Y3OfG
z#rvX<Urxs^Mk+cZOsba4y9)^oj8C${t+BN_xTn`WtQTYRnm*Kc9Gv&)i#Tr*3yW%`
zExtbjE~T1H{2`i9lEoPxwq_KL{^$#}V`tZfE};=df^Xba{KZ&ljDwtPGNLriAt}Y=
zxYR+#L1!_BT@(3CSA<QED!=m1YPn|EwO8fk6|$>KyE@O9J+xW^D0m0iVfeVKe!G+4
z>ds;hpu-(&c#va5fQr#o%AFKMT|K~h)X{<m5#Bgp0+AxOzbY#;5;k}$zr#bDu>GNC
zxmIs=#G%XqBl1~~T77Z3W{ckRZzA5!240_f4<yOir^MU7afpD)c<-SnCNkg!`q-7e
z3)e1X3}xE!@Vz@B@`n0B`qh^XY9B709Ml-H+6GnIz^sVp48_YRs;?0*n5`?-9PW0#
z@=?<72+C3P-1x}bP=XiXWMjfRqeHQU^M`bglcrJxC<<_jG{?5-2oaztID{xTq$o&!
zqgOnP==Fn^rJs51NYXWE@)(s;%axnn{JMEd4d<mhmt>Qn`$$XbrL7j@kq{+h!g`Dp
z;S(k>8ag6p$m;w1<>98AO$#4}0lwhwH7;N(;lzkP?8A|!Ez1YBoY(A1A{l&ihhi!Y
zSvmg9%M?Cd_3|W0bHDxAR#wLGiOelac4@RgK4Q|}=aIKKx~o&j*+WK*oi=5X3Jb@}
z80mnxb^pHo=h)}<GBQ^_`4QUgWY*YzXWo6>Qo_8_nv&^usBc~Ea;WojJX-a|32mn3
zRchvkXAHCSj<WE?4FV|oqQFTqs2)3;s%-nkOuhd@Bet@U_3!7@&a8i`tVxABX5tze
z#0Pod4=X<Or*l<NE^~|SEcPSXm(&7VL+tSo5%>HLF5}*<eEoYiWA)SIGIpU%4MJz9
zI(d#VDtC=dNfnbra6JrUr+!z?rY1p3PHWc|ePSvaC}$xw=h2A4*U`z+dVi$0k52h2
zx%o=mRtn6aCrQoNm2i5<+($1igj~xevV~xd=JQRC2mB;I>M|?^cDXdZXm<dKD21-n
zm)e6O-9AK$=TQ9Ues<5HRw&yMWJxtEyzhhE{?v6ub93?1g-f7mYrVL}8U{uVt18}3
zr$Hl}#*e7>Z0wm6|GrGm`}fLrv0kl}BNIRghu2pLz+zKoiK#;DFw~~?cGGLo?()^r
zw?Dgu?eQ=xlQ;T=8pt=@qCyAnWO^9S_oA<V_EG4u)S0S*LJZ8{Hq#}bvisCln=&T}
z*QRnfO>EWHF}Y?-i$_(Beuv|*FzT~Kf^%l&NXtp+%$naX!7^*e@*3qjo7H-qQxxKH
z2lc1t!ciRa#<n6FG1;O*KQy+fKGO`o(q=|p_&RplvG80`{=wL@@?}I&=}-hI@8k$u
zyfYjUCpjZgnEo7Mz|YV@_EJM>FRjIUc~>-gKK^L6+FTnvdNM6Iyz_%B30sc@t!wkX
zqk4{a>K!`rk}r~&v2%&vs?(f@JsZ=-*`_gXoMYIH9W;hpUeNgGmBdeq_k2+1H#Kg@
zFqMh&oLm{#?+odJ_4)z{4(CQhXgM&gyu7`sqKf?JqS__K(uWTU1{k0GIZjuYO6<$F
z%mHEjj*ud`^I!&X>OqsFO$Gy@Or^Is1QM3s-{V|3UD4|JaQPQj@^d7LoTh+LUtS*l
zcKNxexW0{YrKq&NYI=)GtCKN)O6MeJS-7Z}-fT1Hi%Xnzt>w=BdjmGENUK7uYqDU+
zOaI|8@6jT6Bv&T<qKXI-7-4E>Q?%B!k}(s!9+Uo)56$=yCF+}n@_VA1SbW=~a-zu&
zrVH2y$#Kao^jdCJqojSz7nhj~dd8twCazIco}uT}qN+Tq1m~>r{R^MX?dfchv>5bi
ztn1oc2dDR*mfpqWmVp6VA5zXr9`Q5}TMITNg__(>s(Fkh_>lyA>UZRRi@`e^K9)&9
zN#St)M7+AkGXK$O+9~twQ!*#(5+z?3?D?o#>A{2ANW#)61d$HvQuZeT-n|j%B+Kfu
z-0XY}_}!PUmwKtL6LJK<+m=A2)JNE|F-wGex)FC#GL{(p$4B*IQY>PeI-)A2V7#k_
zufV2)=wSnjg6<{;MY(?`@1blh)>>1&?-!=uZvMI;b}sY&Ld$Y#+Sz0d+L9Co{@2IK
zN6rNI%+r7(r#?9538xuPL0`Jv_CpSzd)gxL6t^3ow&T<pc{=J4hNm4*&YiaB_{Cor
zyzQo8aVO=^o>zKyI>xbcM0VvJ>?Blh-3b;{+BNmDlhmvCy7lC6VB6&aJpN<5T#{XD
zZ7AHoqc|gQ@rFH~Q<avJPFk6LwAPXU`~KyQzuF*#(9^3-Z;ox8NUuv%&0&p_Dq{NH
z$1Pr?j>Ln?h&%#HS5~R3#(mweB`(R;g?YkGN*~m8D`&6JkTs;|YA(x5WE)>hVQ$*$
zbla=Qn9XCxIPHvFE!5V|{U9W9k?n;~U+KB76a`c982tU6Jr=1%*#qTM=peeTQ|Q1n
zt>q8<OAXn2RWw`e6gqIMTj~rb0#pf=t7ep7j-B8x&5-jBA?F2!GX{r`Os{|Ou69QI
z;>#<b&hZ$iz5NNYSv$77P0#=Ps1ohh=5a62QOD$+(~Cftr8IY36l&n$6cNU}Ygl$P
z8o0`czL~<UWsdPgccVuiPh3f^I5@IKvjZ%<*|~|}je~q(ECpxy!0^$*-q!x+-M`c^
z)r^G?jILVf%?@~8tGhQ?{CiHo#`f9@ypNpl-(c@_F1F_Yt>rGZkKB?qa+ENNDwQ#E
zpC4OT0ftW;B<#$JUh<nfuGOjtE+<FR*O+leQtjRb%&&5pr9YPu#j9M`3;zDj0tV_^
z&r6oH?&H-irMu@*Up$lvrFHLN3u)awi-y)NYHRhEWFU<M$b?R@vpGPjH{n?Y+;9ko
z#8joGq*lSO>9f4HD`_UxK%*hd(7*5rI2i$$sFS~Y>#9G=FJsK;a7l(19On3=IU)iE
zi?xyd+P_B26HI7jvKGFHNH|(*P>%?sGJ>$v=T&Nst!m3doq8+dYeP~&zVI{D!h|}7
zPY~La5!*&EJYy{HM2a4NV2rD!)42zG4iM}rg5b_fFUD3qTCCQK4z>{&Nhg2quzQFK
zB?~jgg+cf~%D#5t<LWXHo0X8=UL}Y5kN`l0F)moK@$x>CTJ~3PQX;u{m0-}kVKjGC
zlbgLRh94XE>!7^Y6$U*qB9?z#yb<L&B<olg6xYc<<AuV;<Bpen87a@p=Rk8ui$TAm
zB{#-zJX)^G>%O=u5grPm*jZHUJ$?=S`K_*G71hLwV^CUXij7&-AbTfZ-_vcAteSI>
z53^TirM-Rc>=)osS!qs6q__*;Ej{iYio^7L_*K%tw__+h+ac3BsQ@tAar!hrygI3V
z9w}_gPb8)(PiG_=w6<d_P34V<#H8A`BQcHFm4KYSJ}&l*29=NiTa1jKJdrFnpK(5m
z^J^V30j^Je-4`v9Qv70>N%&m+bG7EC3)3+ur>HPBy?ZCm^7stpj|QGsjsfQzm+BfB
zG+S&2jpFYO$<xC$#m;&~7e3GO$#sV&DDAMlsJrBJg*>>GlP}71mtt{k_xgTy8{!@a
zsJn{+U1hvHO_i^PIcjtleu>INz&;S*{W$NiiF3wgZ!sZSV@L~0K1j?sDUawFK&c(_
z!H5LWC7KO(7vQwc>dbecV8FcEQ*hSw(_?EHx0Zj4b}mh#ck>0>0MSV)(>pI7rIyuT
zJ-Z=X&T~H@=(LZZ{ahw@?O{o;X`kzUvp2tc8fSU~Hzh~ABB;7&;eWUp?YL$nMy~Yn
zigG}nVjpQSbb<QPeTFh)ILhiVWy-GhJzrfozPIwpWq${y?Hpyb=-^$=789!5uE|wQ
zBo`;SSzkBJ*h-$z<~r7gFMRLU@CDv;-gWLA{~)?3zI|c@_jXp77_ca*#Iz|_Sy?4?
ztKqV?n$A8lUR)_`Xn@QT-PWgQA0ORVF*4?#eJq_FRCj>dPHfp<-{iHf3m*Rb-ryKT
zHw9Vh0nO_L?ay<~XhnM>V5bjHMufU!SzF7!GVOF!IDq<)ij_5tthg}t2g$?|UbBjG
z8~62CZw~tBc!Ix{Z-(E2!Xp*a{sO-g-0#p}H*wh_MTSDYLL+*vn-nx*3w6yWISsF6
z5mdpEfezcVm*JIANhV}PmKk2IBFhY~Ilg)-m*JWKFHh{R%g{8}ybxmN{n$hEU8JkA
zCr1kIk@@U#Ky^h{{N>u*_OUIJ@Ax43eekx8PL2Fzl3M%JqHkeuZD+PCPE*M*6&^LB
zF9oz+=5cP3;OH;Lo)Qu+ROGN~Cq`B#PjFQ1-IGWi{Mz;P16C~UcM%vdnmjr+MJy_T
z*yl9vH%PCYQH5pgU^U8P2XauPh2RK;I4T06dwII}%7b0yhp7VK*_V?;={`wJSIfTV
zI}P^6EV9vS$b_CB{P}(0@j!X!&=5uVrR3DEOBq*jm#89die%AGvi||Ja&A}@8j*ne
zS8nfjBJVlQaZU;bS28IW`~ptA-tV7_{rX8sbRuTN43?#Q_r1I=mAZ>tAfRZmsRPO`
z$j)sVG7RUvapP38>BqLIz;a1b0qv(uX-I<PAuIdZp`hbD1Y&F~cpug>owk)c*IkU&
zs$G9kqvcvdLxsA@o%DKObwr4+>gj7Qp0sMK)ao#k?X{c<s4Y&UV$?z7h8r`#kO)Y?
z1Zb7nwGy$BWx-b_x?2cgP0$IpuRc1_^{<NtH-*&xfdc_}J0sZtkb1hRoNrB$ByBYJ
z2H^pWdb?@(PU7&_s7qGqGI5>P{~?0_0klVFu`}xWq$F3B?ydDylB>$K#;Rw=mQ2*e
z0+37=bIL_cS95+mH-xC=QCTZo+*)?^GKL5ab?M-OuH#0y%vr9qj!vA9UO93Y;!;^w
z<jJ7E^?+VU*4TPwUTF(TvQMa49#)fW5#uC_po1$*zR6x3)MY(}ZDHosP5_dj5gh7}
zTG?P4?|p5R*~|P=YA|VSrDJ<o>#**4#3QX04IMfR#F&V8E6meJlXiUu6>S}a%>VM8
zQkiM&iAwC8M1`fxou0HdHc9F-M;_;p>GiKDzr)ofN$t13UmT%u7#f$C{=*kGs9!Ca
zg;XQRn~ZL4u@r%*RMY!qWxM9xT4oA$ev`-k4(ftMsQSd~<PkxhW2cVMTj!<}aq<3K
zG8=Af1*{g?0)lHeRhQrz!OOak3!iIxK{ZS*xMcP*q$Mihe~_FN1mS<VY&Q_A!QTFA
zJXT}|F{5=LcEHK6fg!?RCpJL6vRwMiYKANJ33IzF`S<F2TlO%z2BR|K@wX^{qom$@
zr*z{=?ASSFXCs55S^&UCcCjREQ*XVUB>3xdrE?~=-d0tXh$br@T}dslsvxL}o<S<o
zp~z~UOS{Lg@f^3Es-Aw^vAkBi&H-N4S6T&e!8H=xmMS=_{`DvQ;P>C(|NO~TtP#7`
z?3bT^-^fI@8KVNA^1qz{X!_D{Cot}BY*z!p^#_Ytwr(S>_=dH5pmWNgyHbe{{QNu+
zt)O1cL4zsch<=!f#cy(!TFnuubxc_r4DT?u2g*H3FE|sR`hSz#6(Pho@hr^ri;$6#
zS#$vQm5=kg0&lC=M_AFhOTQt9#P=@!#utts&>&d4A~?|yHaQ@e#-b|&5kH2heDYW~
zKX~Y_e%7E7mj8#?CF?(aA2z1i27EZnXhsBa3ZQ*Jn#Vf-`}ByQ%r-D3Ei|772}}n-
z)yhhHVr+{M@J*aNo*4wIXS<p0;k|n7krDJXA6hepQo+<YRZTjF)Hj(ueEPxPbIAYf
zlPa*W-V9rBZ1RAuQ)MO(3p&o^9(mYYYqYqnc}Ym(ZGI_ul`su<_G7iKiHpWIsN*vB
z<ZzPZ7l_amCb{_Qv%kzHON*c>Nn>4toA2C&jRD-JhGw?dw_*%+Q?s|iz=y?4V<jCw
zo6-Kyc9~=`l7m3>Ds=+COwBq^Z+-uD6A^&qdbRU+N(cdBctn*ZfMI;*{F1t+P9&YF
zM$yRr1WiI^7{g9jT9Kc><Vuy;j{!M$RV8RHU*w_XMPu5<Wdwt&uO>7t?K-*2YXy1h
zOJ)>uD0)qUXOJf0)zZ$GoJy*ujBDABmw~Eu7q)SQ$DASUY0gClzfe;Jb+T~)jQ~4%
zspyNbRY^8aax5O<!4)Aqm0{g9A&CUZN~>u|45VT<Cj7o4R>Xz4AWVtZ$X*O+$ouR{
z!HZ}KZK;=vmFkWp1uN-`<Nd`(%&<r&wQ1TceiXklY;bqO9!8y9Rc7uiS0M`#`yZE1
zA)Ie*$fFy~K`JBS7i$|+t+f7<Tf2|#)cV4b<{+(`YP(G}!;pTX@f+^JU9-W(3wKgc
zqR#OX7LZ`xVJc7-JLx$!Cjil+TZFV=roPSeY|SZq8P*06V`}4JLh=^amn{RMyj)PV
zO1Qkd`Yz>}?WJXUY#Gy_lUWLLku)DSK<a*F+HnN2Rt&$#)+loL`3M!$+l$ih+_SwZ
zu>ym(2uf(O(kGl;WcW#&Y)(s)<H~`yeB~XJAvHX>E4zc6dq&>&T8AJ7tSbt4i{!oT
zjfpLyjw242AGytQFoJ!z)QEDuV(FP|FIjp*hZL^C5w0oM@4DhqCGXt+?yc0VRA5x{
zI%uGuNL@<&_Pw8UgwLKi7&7D)+d;jAXwW=L1O2|}#$V-PUm3;6b@1Zj=?FX5I<*Sl
z(>9JHEXU1ZaEuD+WFI>&r-N5Hi@n;ooEH8l>&#82!@GQ|+sO^n{0eTDrZn#NYvGVr
zbJM!*(yt^Q6PE;C#O5#A^U}4~Ej5?|Ym8Mbs(6XdHM5h3#^+=wj*WU;i!-FZG)uam
z>7Qckea=#itrT;?+k9pHvH6s@JU8U`<Qd*v_xFVq;)v<*r74%j(-+qQZIKS%3{4`S
z3rZmkW!6ozzHf9@Zr07nWiB^-RkIg6VlkY%*r<Zgpe;UpidsPujhuSEqGPn3crJ&!
zFC`Y3`b+LQman|Ls@ki3hJXHDUOs;zZ%hWwAu6P`ToMjep@mH)xyj^YQd&IV!PT)<
zHFtkvW6K(4Tpoq%#a`cxOYthPVfBkpxDvf^U7{-ST77+8c+dJ=)4^xCv7Tpe(adqN
zITqApELSW{$14}s13K+Xs^v0!a8oOo-0=iKbZJLqfwsQU4Mn8`h+~`l*YPeujMxr^
zv9?D@KDvOaN5+crYA03-3&go@pzAE8EWlE57iiHXborrgTpi$#pmW`4oJcNH+U5Z>
z4C<_b=jNK<L6`M4{>U>By{`cLl3RKj)IC?6-(&g4eutuJWJW}NI9i?v*=zyUBRAV;
z22?x|<2Ew$R25C78iRGEq585TBz}p{{nm`9Rx8~Z%W)>CFe}Mxpah7m@x0|yV~<iU
z)=WhyEe>3?gYhi40zC}a9lPvcW(Ex<-;xj==*9ICWGJWB;i*Bjre-~HgU=`@fGirx
zvjvyBHN3DDy+{QnI0}gET~~LB@4cMv6YNE>@_SSMW*_FL@@y^ztsGuJ`?P|kDM3f?
z2R@ZuJloBjG@U`-NX{Qpr4NouAF{mV`(3Z^ORR*@eCiq=AI5dWtwC9X0W-UG9NqX*
z!k(?E8TQ33tV=mf37xjZ)~>F|yI=6sjT=@UB6#nm{;K83r3R}FDIC2_n^L2MF^Ali
zJQaS$-Ka^6CG*DJE~JfeXJt}0nj!{yTZ*pA!fAA^Tneljm)~li-Ux@q2apOb-98jt
zYKK{hvG*CFAgHt;lia<$h5B9dlood{suI*+KXh{AD<g*v-N&cbqlWswdilMm@j6(A
zO<Sw%Qao>Tm9it+2Oqzl;nOY$9Nz6_xga)I##nC|`@Dpv8+oAjcog<i_O4zUjQ6F0
z>eD$;HRtAfY`A0>w;>Bq+Hfm3<wciLLf%Y;<-&5AX*|r+k}PHv)IVjsdH#6A;fq%>
zZedJ7*GD{}LnW4ynW(<nDi>=c7=`2B*fNVD-tSl*0mcX|WA(P9F$%`?XE;=6#_&EY
zcq-{1MB_9x6dB=t9HJXdG6HIBx8q^!D~IMKzz{8x-?7IX<h$Wx&%<J8G@KR*O_kB3
zV+WJ2_JV3y<AUZZiOW-HoVxTNV1jZhG4!_l*eMSt`33ZVO-70Pe2MM^N!D<6e6pC3
z(q$TXsOCXk{)h2)jNBLt*Y(;+GCihOs0bEq;$F(K@8!y1vD{NaV1)W%lu9I(la(Oj
z%3#yWRlL4g;#qKU;R`=7;>BPqhuia_rlu9}A3&9c7{#W~AFofTQ`1S_u4&ABJ|Sqf
zD;Z8NZOnK@Ra$oklt`73yHw`FE;B;Tt?K;O=a((2?JZfEQc}ETHI&E1Xl3s#Yv22o
zWevwEA}g~!?09}cZVRKz{u(55Y39oDL#~svU+0K&6-W3d`P|Q-{!mL-Lh_WTs4>QC
zr3Z|*`)B=-v|1`x?o7k?j_mz@#*L38$D=v?`yKI*y>Enl2y)Nw#;W0_*zJ@|z#b{W
zAs*ggKVNe4c%`13TW$w+DU0#QXlU)EA@+)>R-<iPPQu%nJmw9}cUI*cwd8xUrHVwe
zfAh{}i4X#&QdAYKapmj1RTVtHZKU|?m`$(Wyi$$&Jl9V)MIeZ+&#Sy>kzo6P@0G8?
z>lb%&ebjq%FQBMu%|*dg6;Jz$^1LcseWuJAIFze%^+ffTB;e99x;e0{xB;k*b2~kK
z5tP6jl~yr~eFpCnuBgqqyDRv6TriG@>sxM*0(Y*gOx_X+D#wBKZBf>BE&Dvm%`NWL
z9b4Wq_Ue{zyPOTldZ&5KcOvztpcQREDbBqeCD*wPV4sVY5<$<48m1WldwHXg5c(We
z)P$hWuXvYoaZj&-Mn))TMZ*Bm{U<aG-G;V><c-t1srt@wHC=gV1f6{^zmjW-*!EKu
z^&yC4f-$|7>$b+VU6NWqzGx~DemA3xPC&bjX!A<Hjnw3uJSFhwE8WrdCp{Wc+@%;m
zuGqyW)2`64&;4{`#LRji4or`JuG0@z3?3uW=a;NZY_{tyYRYP))x5%BWB)y{MQA#A
zwI!-YK+no@+2Pf0W(&p5QRx7!Wyt}0n_?FP?Wj$)k7!F+6Tx29q{H~M`$#s|7pu)Y
zDklGaM?nLG7JpKbYdE57WZaB5S~6QXUQLP2+@P^8eQo%t?dUsRH9MgIW|8vC@4dWz
zu37e9tH-TYqM3NK7-k=+)nhhgTLLcL=PrKj+4X{EHe^^kqB(LcdbBAzb+NNO^q$d-
zA0?|7=cSYE?}`VKEgGn1183(Vp0k0*-p$+?b7sXMh802j<#P6*Rjn{Svx#V~iZNAT
zZw=b|YL}|8O9{f!g(Xn@CGT-oS2@WgRlN$HgT3`HJ$!ZQ+0@^1x7hW<%a}bi5!GAt
z(2GjZ{Rd>8yl>arb}fCY-#`s)UUw)e^SVPX&=*hI`9N9`TUEZ!?UpP@tw5Xbu7q@N
zppqSihIV=TUM*~ADyVaZQCs=<YMndA4_X4Woo)zZrMcY@v;#&HqmID&0twFzb6kL^
zwLMI>1AYUsuO7IJB+>~3@xzTuzr!_KMVVxwXgL?M%3|=2{bHM$a9CmXGC<~8ssf9>
z(trQcT_#7e<vI-Aw-seUh33JYw@nAW_n!brN%^9Cm3czrl_-E@S6r&`L~F$*UZ@(V
ztaG_3Y-OEG3Bg^o>meR)x{D2qyzQ#g#JC*sL-Xf<Y((GcQEG_Sf*s+D26tKYL8=&x
zD8YtZJz)|?cr~}{ZZQk`szAW$Ylln6#_Exz{X&Eu;?V5}rKf;;O-JSXMe5L2iK7Ud
z>%kF&1CddzrTZE9U=W^|O)rsMTOW(J27q)$R}~YOh975z98wcIxxy`Nx*J$eaA&UC
zJft?f1SkczRvu0FFW7Xp)jd}*<b7;x?~B)Xcz4PDMf<`{$7oi)!E&~o&q$VI43jY~
z>bsom6L;k!+H`*Ot<<vJT_deG4rDXXz>SZ1dzrN5nkWl@08Ib|-Lk>GJTkV7P!%Ky
zHmLgY&{Wx3A^G?wEy*W~gV5c2=e0dBF8e|GWJw<=hc)Wh)QG=WWobvrpZs1ikX;v}
z9(PU{>gq?zdTK3?J`|yg>{pBT3}l=%)S88ia7l7k3pl)-OA|9coW90R>`jbgU0sRQ
z>ED^RG?cO9!K7gCQfoAOeCPIW-5saY_ONeUKE7lKNzN_8#^u~%j8zR7y{q23ye3uY
z=aeJ0)aY%iE4>0IZ8K>u?jI_%4@=7+w3l!)iLVjF`k^H{uF1&KCmsB`|2Zz;9X4^#
zT99VzLVQ~f_CUZ?-=%4nBwg1#m4hsN@P}O7cJyTnnqgkQymbo4^42EPsx5ktFfGs)
z;f|9GmJ?&)t%Q61s%@NI9Gcjvx{`-n=Bzs6Ydr-xyV}abCePH@nYx<4rq1rV({CeZ
zB`uSphGyR+-J|9DS^}_?Fj`O>abuwQTwiu)Ouon5e$`j&^l&BJLRM9TEX00{hFS&7
z|6|&rH8bl*;Ap4kfbO43+!(VIqviRv0q@H^0K9(B&<{Irw(jMv_+Vrm(VK==c>6{)
z3cbIq@=0Xtmi)AS$VKhakIR3z+YSOMHK=5rT2)fasn<2QRtm4c{SC-(9Gs(6$;Ds*
zl&S|kWDel@)psAKd}w&rEn8*A$)T^rmF}60&dzY1GzZ+`?6x<D`;Tvi6&MK`|91(o
z9#mnbc}2dw!db>OB!W2y6wL;u5#AJ27*!qU<UQ{kccDiFCq!?zr$e--9QV967n5R)
zJ?1tYp(JL?`x|{Fa!+18KCGnz#!EF8Hg)KbbWT+vtsR>2MXWVirJ-~S((Y&<0mOG!
z`b#e~*;W~$PPUFQ*14^=bBsiE8=2N}TJ=Td+94NQg_K-l4(a7pT2D_+*#?>mu@7(V
z_<-*AYh2Vmg4g0wy6Z}#=%skLIomPJFV2*wO2Y%;QB;@;pfMT@Z4b_%B`SnnIO|f^
z$z7JAI-pfL!M)BZ8QwF1$=1*LE3LY;c(cKtA7NJbzzMNRhdI%zMZtA^uVc_Ss3%pC
zKwNIJB+C9a{$>0CML@d08qGtthepG2)<Cuw*PO5ZpVL2Qe~68a(#=@#?u<quRnZnH
zgK4xEvhCZbdtbuDe|BS$)^ligtBUF5$%(Zy7`-S1H*HB0(^!@vWTa5WSf^2V3~=e0
zVFy}HT6$=QjV{!N7FO~UWRd7yV^>;***|vS2gf@{yP7BOCo2~+!u9AAAL^W$h1q%G
zXw?&!XSc=ob@22qr&-(d(_;4=9&!*hiUGFVnOrxNhX4<Zt?%m!n+=r*@tU_DWn*F4
zdg7bQIkvQQidl8q>E1nXdm_M)Y-njDgmy<k=YV;$;wKER7ag&8X4M56qM?Z@hgLn%
zj*s||tKsmM70nM1GJ%B@8YL;6TJ&^wjvEMO$zret*c8o9fK3g((XC>@u%4cSM~LLE
zkcK*D##*0HJ7}sFoO-j&4<CZJJrpA)uS$H3lUU~7w{#-pxGw}js&V4N;R<vRiT8p1
z{?~`Ph3z{I(UZ3KWi+VnGV*7V^r@Sl9?z!pK!B3_%loUH31Z*!tc)~iB&k4Fj1G6g
zEPXUg?Rl*uOMh_SLheyIHsqAjF%ad6KbX1vj*zk8uBp;(ln^TE{g5+mkE2m_tJ|N&
zXo|b#TXf@89x~h)S(!W}?+%U-4emS%N`c1!H!*^=DV$TZYRf**fwSsMU21ZCKss^w
z`6o^$gbOIr85WI&?v4_g_Sfb3Z4?DT_N-=vI{MXkL|`J_8^hyFlRW8-5QyLz%#}{;
z9Q>;liNl~yd&CaPw1=}|bdUEUwT>R|4N5z=@s0D1+55;2Q^+<?joBW6icwwF^mGg%
z*nKH=lCgK3I(vrJRHa?ZwT1`Yn9hX|F_XWbfC%<<4kM*KN_BewJ@@#zy(1<<@(!Q&
z_0|7~=~*3BgpFR3Cq#+SXd&W%D6~~#HJc0XNfiNUU2=hMUaq?SM^<TW0o94lNSe;s
zlvuQ^*MyRC-OePPo*BH$<F9UE2TynZ++&q~d?|95^0*-*6t=k!$&vedTgx4JE!Pv7
z6={xi|2lU6vgGPV>Em&2j#)9lY-KS^VnjsxF;A|N*A137bbsnObds_uqpmpeukq9?
zd0k-a#yNxQ^Xxr|^Mt9#!(K0(i9P*`yv)-!&nCM+^H^oJcV3s8rc|-DP#Wc>Vc)~^
z(y3RkZ1z|^AgibRFp}i#8C|74-UPO~>6RBy1|FD|Qd5^Q3%W?&Nq=s#p1oL#_7YK$
zRefmQM8&sqLY{Z{2Y(S%R+unLR7HqNcX-)?<1tQA{Ge`KUSz6D0TGbpEmo0#ZiU04
zph_s~fxf(FjZ*3JpsEh5$A*r<i^{=gX7yR~B5<&J8{X)}oR^4VD<R7>_B;izAfXNA
zo2x3yCeg`_<g%LdeF!?qwMyM_D=(v4X@SZWcB3RjhEYwO<Olq}r0ZUZmUwV-t%ujo
zLo8{_eVlh_=2{q<^)fbwYAU8HyxwQ(kn*ZDh#K)gYM0`1SGP|cLy|Jv1AQ^Op@`dV
zQRZI8S^NhLhGJ2^Y*C{$zc7~qBVr5lXGWj>6lR(prWlLl!{f9lN%0Uatff3k(Nn3l
z9>9kqdwF^OD#&$?MR%de9-g<mGfb}VCPD2dW}0|@Sa|Tctl`;tVO;=LZO3O<T#icD
z_bE#?nrcO~8DYnZ*Yt;d@rA}H=L!oRZ*8UV5LQuW7Df7ssIg}Qr(R7@trVVO)3>lB
z17Yn;TgT|!^(;$8Zne7JN>NU;qHHZCcHCC5c0B*$TwZ4GUy44DRY9Rc3v3se&L{j3
z5h@QZb=F;>*)aLl8uFwP6)!K%%=8bm2r6Xq<UP#D?lYYdj0?#WHntK>%>Ye9X@y*c
zBk5phR=$|wU=I#`Z1nC7R!t^uE%pH_<E-2Hnh01HekQ`W#sM?j4hD*O_%^_Wo182L
z#R!{;q!$1`or>Q~8*;LRV3Ma5LlX{p4qqwBUuM*(N&Yew(MkR?S)mvV!D3va*eEd+
zgtMN^eIN2&I8T43vF!A_Msc#<Z7ujfeA6?VEePQgbp{zy|H8S7#*Q;LdJmn4R2rnd
zow}6pK5)+d^#hVHBi~M4yLgykrMe2~zGyw<_v>hZq9piocZBJ$>dpezi<C~M;_tP5
zqXkl;a}dT$O_x&iw5KODiEkL3Vy0ZadA@oX?7DH0Cts9da9f~3kj$CKP!e6MQV!|D
zhb5+8q(Y(tG?(5arxAbtse5ZxGN{MIfTn3t%+|f6yn`7gQ8a%3Pj}fRTe7M^cq)4Y
z9g06?ji+Dt1n%q)nF(rj#C=-p3oS%M5)b&*NqD3(2f1q?eSgw{rQ>;&7ho1H8PZ==
za}t3uXs@!&)o7&MBCfJCKOlh#>ALtk&Z`09#@W<?ipIJY<_#4BI$=&i6R|yRFIz2i
zqAwTW+pW9fLyHb|qYn!chLK+WQD4E2dIG~?uxoOtMrfP<aw;<I?FtkhfqSm;*qj=t
z8lvb+7mG!ZU(Vyg6Q{#J{|}xXc0&Zi`@?c#SYD)?_-XxfDI{>}z7EW-YQouMwzu$d
zHkFiy!{3SjOIG&!F#t@N?H7P#Dd_l=4@sn~0<l6Mr>ex}(B+%$=ORD%|8cZRR45u`
z;(#Md3W9Q#>qhMYhHjZ=7HKPj=2v3%R4UAs(z=FMu7SKkl~dR}ny*EBqtP-?pV6?f
zetkUu1kL#P(NZOOsyaW2-B4X;Ee4fMa4Q5gDmVE|?pGNH6-}K?nq|3c)3T}5?~U8=
zMg%9J^M6QqOS2*2rqkGr3jvZ!<FYud6jps&rO}a5CJ`G^y$+XtbH|-PQ_BBS%M?+k
z<wxE6(=x<*9y-qtThzhBJOaI3A5$FFSQs)}rg=V9FFi1miWdn~G&&p>E)f6Y!w~zb
z+mDvv%v2lifC8Unl97w$?GufHMckgLG;aaC0DH2e|H7$Au;m38%k6;&rO>&;6DsqD
zI}E({mmSJw`q2KY+dnTM$4U!-Ac1ge-d2t4ZKG1@<Ge)v=6O%A3hCa9q#FDKc(hat
zN)NGa$wQs8RPs<!79aKIaa84;uzxw#66dMTR~xEPC?<Pk|3-yj>M;rP?!=Tj!@QB6
z1Q;II;4hi}$K;`uD6j|W8e^TC{f|5>`Q>{h-Z8B5c^I<lv{rh2E!x5-zY4yIsV_S(
zw=;^qRt50?j1hjvycYfv=a~w(wvEbj&<gmlC>x9FtPk52k`Y31@v>`Yhd<+P{rLfm
zbTKWZzk>xk-F31vbF%XZf5*rO$lnn!qwrUDjz5XvPOkFGZWEyboh7$j1ZhQ9#WK#Q
zIipj$4vn63@oD3M?nCqOIdcQQ97pM!OP!`;pZ8KM*^Wt5=yw1luZj^+oJGEFXRjEH
zPfM;d*O$NJk6&qg{0iF7w)7|oJG&m?FY(o=u2^TuniEGY#Eo<I?K|-=%6jigh8fCg
zLtC36fHsv9X~=X0Q<Cn)-SYfFMTGKgomER?u-xS^GY8aU*SC97co7_%vpCG{M3d9G
z*?*^-@*)wva0Jo+&x~&T&y(7ygGnQKFqJBHQ2Lh{QJ2ywJ*s-(Vo_hoY5NDL>zrfl
ztS#wm)#K|JV)J;mUL`n)lt;WaRg_KBaxP4pY^9HS-kmL!oyE!T&T8lKMy%8*m3MFH
z2hi<;b~aSlY3&X9V7<?(JnX+RgB)jMkmo_s11mDfiAO+!W%cmlUvj%<n=&;lnF<t^
z!KYP;nqe&L|96%<*8b(PZ$&G70mR)YMP+8HCfWO{Qbd@**Lec#MN5Se2zYjmfaZ=9
z>^_li79Y0jtT1|?CAjTu1r<^I&`ita$PlpGu6*|1m0jHWHJhFGrbf{u0%p|i4XNW7
zuggw~fW5qY2Q398W^ewC$5K_LPfq9-OTlc#T?=<t{x`gHwq}E#BQxd?m3M9V!f5I%
zBjk^frLDZgskSJ6T|JwH&3hP7)P&Rz4Xzu=rtq?)j^#5OsOx<2Gt{r<+*Wje(F%c|
z*Z}?yJN{Mmvm|#(&!)4PM~z&p^JH8187#;rhdi&#h;jihovR@MKPTMYQool{gR^V$
zqk68E3eeU$ZAZH&7Li|J^XB*^EP2rK5h4c~OIx0(TJ+rpn>y*U>-uM16oYwa|4!c6
z;qWG0Om^gQ;xElUJ$=+N^V&c?TLqMB-~L;!E2`${gg5w~VgGUEB?*iWH@MR7%JzfL
zMey1pXR0SzzMRI^0MJ%oQ&HLzpHO3!Isa3Sj+&Hg_g$uW7tbiC6cd}{s;3T7LH%q&
zZM*lEQ)@rY_iUFQI~1+J=8TvY-98M7RJuH}!)x-XYlHd!5`)B$nTuPe7b_(Tu*FOs
zwJn99YKNk=-E*t#u&)1-pLKR#vs0OZJYalTvYc0bs9rRmZDieBd|I+9GJ=~_H<I&K
z_(Ju1SsLCT=fXKXr$#zWyJ=j8$I9ZXnlsdR<>aNp$I3QVzDaee<53yPs_5hODw_V9
z=wGy~wt%uLg8AFw-G*SeD=rq2nU)OGKCECIE}gc+O&sPJ8K`Z0+@;$&-nj3iCw*_X
zXX$?Vp)t3%YJqn}c6ioJa~BMLdR326uh%0eOZg&=e3#<8!uoK0EmFoE@S=l_2>XM^
z`UgYLG~2n{*7{P^b<$4K4BrQ!-`VFJi5pXE+Ohsf+oR|@HXVh;#^<8l-bZ)X?8`-#
z<8W|v@Zvf-H$B(wzk1tr`C(B^nz?tSDjs)NLOGgN9oWLibb~M)diZ7Mb?Iv6oajSG
zi4t>F+WXzJ2X+H&N{h|XSLYVv4wO!SvFtb(Y~FYtj2j>{@l_}!Z6~S{vz#q8li`b0
zlaf0Q>i5`cAxfY5U^eSQ0OQ(Nq<UeK*&<8YtAyIYDXIq@=j7bfpZo4>;8ZZYvXLT^
zMuG+?t}y+mN{!fXQ@j35UZVEszD=msfu5g|AKV=++bqXv>V~PyNe1z9PINP%p)m!r
zNdTV}+vzHm3*CUY5pg6Ayqd54-Nb8t@SV4%H=Sy1FjkR1I#$w~h#R!{_yil8wj1ZV
zryDbN8>={7r-J=fMU{?##&!#C7R6?}S+T)ws3=z3>7r=8Y*L(B?ifHVi|yOeC3&Uk
zj@@#qg`~Vt$OCdHcyHD8IB{0vU=LkDb3Sui++!G*>O#0k1fW11i0`znB*h;Es^~U(
zV-_{w!{2cheti8BP;4CL{F-iJG%#4mwilh{K_6nOMABDL*gAs>oSa+<NMqAG$4P56
z77ILv;=_len-#eCk{E`DmNYpO4oKz96qXuA)}(?b48i-j4kIj^#uO1cD~nZCmKAl=
zLPHl-!>Tmop=vnUCVU$rN&Y2owED8REta4S3UFYiWtdsfYSu3Gxp)s-ZR!=Esesk9
z62NZzrm6FFk7{KHu44xCO_NDlRje-@nZkg!;}5cVrAsZm&6zHhk4he_2j8j9$dC)3
z{F2<%R-_9ps(P)Gz!}}~;UZ(9fJ^Ii75Qg|=^FfF<<+6G#)DLtjX^6*n=7%ZhLtV9
z9DcQo+K$6`la;MBNS6`<K!WKIh!pAas2s=asnnxnU!)Brr??co)7<Tqwua{GPWXJg
z+oQsl5Z|p<^!7q)v`BL|N?2*IvmgR&-c#%DZZNeg$}KKlkrE-z@ZY5NxX_1Yerf&c
z4PwzA9aqtV>UiI!7pB;RY=w(mefRcXkE(RJNiFCyD4IaFT*VZK=(#Xzw^J0j8`aLJ
z%XN(Qr6ulISkX)FY5aS4RF3h4Sc`*np7Zi+%nBK6dA#w}4p5;|p8%D;%^yI&4y|M+
zSeh<9xxRYNaVj8Ef#+M_73WDOfX~&i)t4pvM%%;nZMqmNP@5P_SZ;Z3icH7jDLOjX
z>hoSY9%^oz#@6+JoX)VmrnqlAO;<3^u)Z}r$IWB=1+xF>E|(-pavO;5=M;5<vfv+a
zo;K5}q>Wa(z3A=$$n5D^Wj-SbB1q5yh^8I#=bP*$9QNudBeJ!!loZdXLIFMB{@+bM
zQHA<(JeP8S9*c^#*el5&eo6N7l3WOYJ&Q-M>AF=s7F!B=ldYw`5B<*t6!K){B^WNM
zo}Mu5Rq7kurAY7BKY=a@hL2R`K10=0a>Ui)E|<NF*xrDK#-8b>Pk#b(y)w+5I=IG(
zUFVRSjPG)zC*6x{`ULW)zu=MQ;D|wEn#~XlQ*pP!5rT&wqv=+|*ylzttzJ#{k*yj(
zuDZVSyGwjr(X#TLHnp<#BPJN0SFQjL*AgzBsTSrb*R`aWGPYPNef;e=7iRPe3ru^9
z_vlmI)Z?ePGhO0diVDoQR6g(FuEou<kq{I}k{a7TWqIa&{4kd1i$_VTK%x4X-FU(e
z(i324Dm%QgJYN*GI2f<uDK3$=qyYO*>DTe>@sqg3EzcIGl397vrNeN?PM*CPQ=iaA
z`s_VVW6x9O>xq>~3n+o>LJJ8iKHBb=xrbS>M4)V5Qq#a^^7C0=UOaA$D?E&MJeSl`
z$G+*lqd6iN^ue30pWB{lSGKzf*gs4M@A3YLIOk0$JvKpG!<6Alv9l7-W?53Rv)w}$
zn~mCYX!uMlWEJa%e#oy3>1>n?;L`Nr{_zO~ad%diaAU&dLJbdk<VCuy^pK{;8>gYe
zdZaIp%4Q5dGA;cXY!|?Il$(}D_mzW24cc1`Dz{KeeVC2b=k$vgU-(cOn5=?9h+$m3
zxoL>doT$xz$U18We&TRV9g=cfEWDfyOI$3Wn*+=imNdj4;>ekWQaf4Vf&@+OsEe6X
zFJnl#5QlOAhx>uN{Ftq7L&nItO;_(B5BjU1a9{gm<r=<rDq!xBcn@|)Vqf}ZR>`17
zpmubL;bhI6Td;5kEyAGW_Ri;?Tky0m2a-RAJ3bv$=h;T}yGWMZK_4x4Ryyer{`J=`
zmcE{^|Ni>VUumWx{QtdKO^;ZIz%ZyNCc!Tg8=k47lMbG-m^5<?*Uj`V#D#Unx!c(x
zRr1ipHNOtj=1u2I71kx^YVFkQ=7HU6+~dz5raMRYCJuz`;>*?r#oHuE6+Uinyzyj)
zt3o_Cb9QM%O4))_2yGHHqJ$!$%6YF|3CfN`Dj<Wyh1g?$hvc~)l+e5(MW`~irf-{;
z!iT0fSgvqQpQ@>B4rCPY=2uGHhh2xzTn!{&A@<>)dX(e7Ge7U*^@Wu#W{og!XQvb>
zoSonG{^%(W7v93ppJvZnaS!9`W+Z}UUukJ;F1KC!)Yoeb2<?otr)=y+QjcU_l_sFh
zQ5aCyvJQya3`wnL<pz^>=Dy!rsLF*E4t-MHQm&6l)bTsMXqVuYCvg0?>hOz2*9cS%
zwsK~Zx={wo>hbxi`sTbmanZ@W_XGUIUa#3BGOX8a<GY@1sPf@~i(>d{dfwsdlAfg<
zWBk2dEdysTh*kNczdB*>a-OK9mdfrY?h-d(Pu%36>S`-t%c4Y&`x1GD+oGUX)h%i&
zott-rO>Shh@0^`YGSteNoMb6_nk1=J^iTtLtER|X-u0Eu7aPQ@pOSQY=a${$P+RJg
z2V+MS?L|-brB**%u{X!TGrU@k-9Cq%ed}baUpJ}wL_M*hOT{*(Y5_EfRsC(#U{!z1
zirf%tSZS;T7i&1JHLaB<1;2hniELX<tpPIuhzCW2=@(BxxR<_<dKXRJL_c1})TSY;
zSojw8AGEHO<M!#5cpt93dLm%v*E%c@ip0`yJInR>Z91uoM<9S<j-&|C|H&-ys>WY4
zK2<^<8`Z~KsEb<<26c_@2nEd^wtnroYUx-ZXelFXDxYJRL2>w=T-08<UtsHJr^*sE
zyr|y^d)rdK`{i*d%nXag23T*;imrfc<Q<zJIAs-+Kr0ER^%P^2Zv`v&U4ZZwjm-__
z>Mg$hbv_(1Rcle-nyexu=ll5HN(WL|c^JX~|EFMkR}pafyLYXfk3x)PjlpV_k06J;
zS}$-RQfh!GG`1GJF^n+V54K`kb&H#tk%kk`rm8QExl<=aOBXRP0=vW#OWX8epwe@q
zQu~?h{M+!}i5o$+wi5`9Z3w|Dmww6c@qZy%%6));sA8zvw>;=N7ZnJ(r70`|ndV9O
zKls1pfBOCFufV(+H`16_Yt!qv5bw;I<hZuN{9#SyJs9s}8()s5GulRK)AP{IpnAE{
z8jGPk&enA2KDp^2+)&r9*ab_wHccmnLOz{T#z%I8slkXw=BtMyP!E@S+p0R#HW`>j
zB{@cUubRrHZjZGdILZ6LfVv)Kts*_{!U$+aCAY^<dFkyRv>vm6IQ!9Re2(cQu~G-k
z8cxWt&9m*RXZGNrE}HuEHxgI#U0S`A;0!0%90&Oz|9jffnf8Zi%lu$~Gx#DLQ!i3b
z^MmPL3QdpB{(N6)0mF4h+7P!$DS(l=3bZmc!E%ipVKP-CqsWp3cbQ92Z=MnT8@l}T
zBoFpfT(EPGqiclW|FP|e1kXe6Ltbd+P@;M%<DE4Nwltlh7b{Ca(b-F?Y7%BiC44{F
zP6Y<2QMmznRCU<pje^i(;kXK_I*JnQ#VfFmEFR;pG?>sl(d`vp(J2v*s_$wpYM+yp
z7!Eh3tLEuvFj1g$u)ukI=!(#eXt;p)Ka@kFoULPcWVzuHiGDv~&>JN|9ZC}-Sn@V4
z3Wm+?Otz>dXvfYbSotbW(g$za;@0NFX6bNI+n{UQG<t-<MJ$|?y>JH8kvOVZ6|r%W
zQ`HLbz>ensaf~%;QCA3l)sf)oUvz`X4Y9XZz(>P+H?wD(WX>&C1G?Sh9q!}>ZuSm$
zX!O-6&iRlEB<J*^@u6*8v8g^!5gGeZOh8Nh);NX%u&ZoA{2?}Bm!ZkWQC+t;GUO_y
zZZcf}DuG+pxIO#6dOQrTdmm|j;$n2>Wc8@B^@rJxRUPid6X)oCEE~o;UGu9aX+%Jd
z?zKyDTy>7};Jjp=0~j~7Y39=gSpW<-U1q%V<@)NAyN4s~^lO)2och}3gyc3o9C|_*
z53w@%^8S&w#p_n1Ew{a2YPETZJAARw8>gHK$6o0|nlj0Ie4`TY2j9~-+PrpF)&`@H
zRWabtyPB(V2(G32Vqs-95mT#z-Obcc1^K+Iq7NUc;x1kMO^#6(&U=1WW=WsDjq|Nl
z#)EeJ+qfN84bO|Ns&8TSy+M%@92XiZ(*;SjN5kJ{PpRI;Ib2nAU(|a<3N~KyK3?-?
zkF4?q@TdI&ddy~0u6UrP5_>Z~)-|8nniTSRSmmg(JK(dEq4t|$-)O?ttH+wuQc||%
z_t8~`DK-nxVOrXw!!9M;yg~!<e_miAF0fj@V@Rtk1^nXQh6_>zmX_3|Fhqdee#G*J
z*sr;s8F(|GbxY|xC<t*z@1@|tsh4xGpKqIS2!h$;L}1n;llh6cMCZ4<tX@23CbLbe
z$7+yyYNP3w`)=`NkhbSxh|f2^{^bRDHfs;_){Vmn|7ED;e^a%8kSRTln976pRMzkx
zoXbJ8-?VPatiC$3(&W<4I7ALJ=cUEN5g$L<xwMD%OIjW*+K%Z(4Ln{gers5g8pk<-
zt3JQsER0v{2V+qI;4)j0&czXKv={|s?a&IlMmLFt{kw<nKg4pmR|doMumms<{qXPO
z`zt|jUOQ|RyLWcm@Bi5@n=DyY5D3rTDtZNVQt@{^J+1wZpAZC+eeS61YZXaF2=uFz
z;sX?RoP$msR(W|$WxTJt%=c9ve$xFEOF40<2UnbcxJ&ly6QFx;3->tDZMDv)ZUg{f
zjr3g=8aIx#J~#z>SL-_js@x+t7@6v#DK(8eVRGqfDET&O$K56lRFLIs6*>c2?GEfZ
zk)(BaV6OIfA{+Z$)RJUquo84U9BU6m8(1B*H1suY8LMgMJnYk(4@+`N``t?8N_0to
zPx_#{dN{bd&7&dgpbW-qZYYB|nA0sjaimIqm5-f&^O)cPpYfeG0{t1ZEUGIbLX#OJ
zh0{Pvj$dssQ~aLcp5pg(kY1B4Icdkp=0#zo->XGVmfqb8QgZLi{x}tF7u%bklu-UL
z-TB<Ul0@l9rc46JX%fr0g+#h5bbi2Q0h8+N6|AYT&8pQ67Q2XJSi8xnd`i(JDD-RO
z&{$VG$Z6u_N(UWY*+Fg8>YGcR-aae&`;Xb9-cq0VM5WS%v^qg3qq99RiKcAwQ*5Y*
z?pK;@RCL~;DtxeKkH!ppF7Mj{>udU=@|%X6E{Imzv@0GyyC<3UeyKf0<E&mYs?(B?
zRbFThPG*;BulYi#ZnZ0_<*%XYT8XqrHcN$nQlUb>R>fPg4sSbNhIdMGwE3#peZ20>
zS86MbIF<vm-s3-wk*su{bGc;4ai8H=1o*JW>EFr3p_}ec@*vFM^jA&l{;XU`6FjFg
zoLd>?8Lf_-M#mc;J*h*|(owAtpg5}4(#0$L6AoV9qv9I^U!$VAS@r*Q!p(RqBpaHH
z-I(mcfPx{iH-d>(Y3+(nGWn(C9pqlwc30`RD?-tpn{2TpkA*r_aJ%00>Fn*j9NcO+
zcry*QlZNRApWL+mFInzv7~S%K?B^Y+w6B>5JKdNsbR-s=H%cQqQ{4(x`JUDOj5~Rw
zrEo*rLe4h%{jVK$o&!huNw?CDIxaPHL4x*M3jRCZtVA4|;YiqWua)PzUMuf3Tab9o
zZ6&GMZ!sZt{bnw3HyYEAbH}Y4E7f=bN|F*%dj`rIo|X>xmcMv>>Ki4Jrc#f$q%@dn
z)$sHT`f%k=nW7z4zencHC$IVY@q~a^aH*T+%`#MIs@*E9!zEQ&<pv(GwMI~REQq~Y
zDz5snv|-r###Rc>&Ppw~u?{PY{Cix7Pg@f88q0R_uT-8QPU`e6HQmU;sGABs?n7zb
ztl3U4@vL-N+IF-%xqlY3?}b`@W%jRqUjB66%yh&XGAjtn^K+n_`{f_p`SuUDeA~6W
zqoEeMiutE=D0j<44cnYwc0u~nQ=9L2aIS1Yys}~gDQ^elf$N+uUeSHWgDVPZyS3>2
zOse5*E0vWAXD-6$WV7XytjImbUz_>%K>SLI#h##tj98O~11`vy%6`HfAJpS={pZwQ
zuQNJ0a~hF9kDbgsa(S6qreXa;+G2{5fg7}X@HHM$NtB`}DeNF!IuY<bioAhZBWQ4@
zNlBf$c-#XXPu>%*ZM}+)^0<jm7Uh-Jz|+B1A2Z9_Q>q#`FknYBCn@ecxN?`Bt3-QH
zpA%o{t6WgOEFpu(_3O~SKA(m!s^;1H;JWfr(PKyjKofs7E&av=ck~B-wwQ<|+?Dp5
zjh_o<nOx=q)zwez=(@%XCvTCfFjJ^_-1SBc3fF})-w&xHYX^r;n?5W_J}CFQZU3x$
zeuMH44i4%+`<B51uD-O9$~)%1l0;*cbeCS*Pcc`{gR^B17p@9rx9#w17}c6jalZ?A
z+n;QzKa>)9`-kfl3x}>8Qc7B>^|!8Uy}D|%xfMCZ?Nonwc+g#_g&J3moE*A%mlN3H
z6O_jN_%12$sOk3U_ux2}&!cx96`sdo2|cfL-B4Qjee}VM2GfK24_7vF_6A?^uheg;
zJrn_WERV?E50|dghw6AAZ@v|-jfM-yZCo;Wa8X|X7d~d6W{rODw#IN{j61th3GJWw
zxT0aION*(6qG6iO!gB(Tir5j6CT9*{<-i5>MLW1mPf2a~O0T39*Xb>Vtp-1ph0Q{v
z#y&zl<)$mMd&?omBW6S<zRx#;8-IFbTi1ra3r~5_kp10{@figcHVTC=QeGeZFuB=g
z55rC!;p2{6ys7Uz%WPM1jc@;H>7JNJaQe(Lc3z&4JdD~)#I;V<+kYatTEb7M)*bqr
zdPB>(N1gI}GFA8MQ0Mi&_UT?6W{N3R1WZM#a3ex-gNtt=iQNMV-NE{_F}*sj!Kmlb
z$5M`#&-{EEq&H?3hF;CkecpWC5heR%#rErNETCQr5c8+vkN7$;zg*A%L7d_oTrBv;
z)DnJVDquMC{Fb;w2VP;I3%N}>4gb#YT*-gxBKV`Ksis}(%bz>VwN^3pb7;~V$UngY
z*~5idC`YKlnV*|@HyBEDyr17?4IovI2!{?WIpgE7^^?O>(6ZWthKTi?*p{;xYWAaw
ze(Yyo9DqKr9x71hr7?0;<a?SOKOy;<XC?Bk`{OB_SNhJoQh61VjmU1amO2q^>|F}7
zJ$o7kx3@ej4b=-cCfDj;s&?2$(PeM9=mT4;;QGlfRnM$6RqiGw)vn*$_R%GFiI{z;
z&<tBidQ>8<%-70b??UO5&QF#*FG$1w^s|ef{u}KrF7JTHetl8*nJs4ln)RzI;!gn7
zc(3kZWF>K&E#j_3meMOa<jxm-d|^??Ybo9m*ji<zm$ChM7vzw``lq1X7^WegZC)H0
zb|Z&9j>T7&OApcpCWGq;OUO*V$%7067t}6t$YFg%50c0s4Kt_syeFlY?|(ELLGp|g
zMBsUY{!ou({|pv6M9tHg#V426w2`;77bTMG0lz)1M~ChMP`mAu)9Jxm(UryZY@l4}
z_efORW%PukQOng;G;aFf%mVdrsc)XSQTWGv=dN439CSy*7HY=xAe!B6+1qNIp~8%c
zrj*2!?1fz7Uh8m6UdkSn&dw7@5c3E9vh!4SS$;H{?9R^6sn@)B`>brL(e!H0URWl^
z(Sb~HK$TqjO;Ipqqs+jl?tz>ZHihk$)XedD!M&QX-R?P}X7SKvZR$`Q`r4GZuyy%8
zZgp0vGoZs1l9jA>!}$x0nUR|MFnU5z>cYx;YT`wfq!a(zc*<*vBVLM9k8SFeg2(RM
zl#Ouc2|Zpj{~5L>NZ0O2=V8gqip=FI4)=3#);oFO#x+4Gv{dM1PAbyLr70E3x#Cq{
z$ONyyUDD|p9_lrn;mnWxYrOLr9<Hx_B{e}ZD-)BG+}tCxu*-2%^}fZg4X=DX`Xg>v
zDI~YTRd%9@JjILV>eO~9mng{Khj~}V!lpR!Lo?mZ=u{fGp5gD=CwI!MZO~GSDx<wZ
zjg}ZP|FG<Q(v8vzp_g_QcdFdVrW@_b^5xrFnbY6HM{HeT{lq$mU!Q7~gEorQa28q_
z4}(&CVZ9Yy`lhM_kH@8(_~=M=Sh+>9RT9>Bg)*+YeOmsfyM26GqHYiUJ$PMu&m}#&
zi3zoH&F9<0iqWrG)ldfON~kT)ZqNxQU<^8jwq17@yRrM7zBE|y-RlDnEfI|gA+I>V
zqNiesNWp$<A~HDJv~7~XP}d>T9IJ?I@}J>hRiYsg9qJ&nWTci|=NNyD_0n~11sfFm
zJ@K(7bd{!oru74wO+acERUE8Kkv+l^(#0^z3vO6m)mVj3hYa-98mM8*07hRUxigE2
zgn*Kkop!Qd%vvgC8OgueaTAGqd|ZW+|DW!%X{|Q5!SFu6BFl3Y3AX(CY)ea_(A8u&
zbWy@vXgM<sZ=wDB)va5yebRXeB+nJwvMkH`@N)}9@+2x)+#$kV;=UC26y~&(x4l7`
zv(;US5AgNL=^GE@>$qb{7B~)^;V*!3eD@k+RBZNwc%pK87`J}7Ql1txPws~U=hJ<&
z`vcuKkG*SlcX0Pbn{+6PPN}b{jh^B{8n?48u(BO{yOemQo72<yc&DIQk3H%<)TtH>
zLYuM;3z+?c({%2n%XGr068oc}IQ2>HbFM!6i+)%SJ;Xk^QeGRUu~pKIwU!sz3Zq3h
z<uo=+;ejaa`|>HJc<*9VmcK!=96CIV+qqMIy0?_pRlNeLgtY^vXTi<9su1L+5!B}W
zncMO@Pz^f+Jk~+7XyM)^0x(t%6jBjyF<f@`!03=Cj7)>?IwK<)t!#>Ix*0Y4Rd6{{
zji5;H&pc)@sIP7pROia$qP6yvU6x?D?216H{N7KLD7)H;Ux&@!Si7~_k}@rqqPTFC
zGs~kmBI@*&qREY{CkM&0okEgbDaf2G#F+dsT;xCxA#q2_Vfj};o_m)O>6F)?>}7<y
z2gr*EHDJ&>-)5R-4zKB`L}xi3R@c!S#UQXn?byYq=Ur7}xXKf*nj5g25z*G<T16<d
zs?jsJRcmxlcA`o*v+nJnE7m4<hP|KLdgqAo_C@xp;E#<(PSHYRF?K~=3T}1J7T%{z
zl4uV7QZhS-rN+_yVX)L^o==l=oZofMOEGMf%m+h_#6B&Q9y9s~Dvj1?O&)WdcN*nG
zWo?@3X*plHa76z|rIdYR^+^CvSV(P|29kR;8FU=5M3W^Wp011*O-{3Abv2z2qt$i-
z@^VFxw^{Tj)w!JZQ=U&Y$?x+-d3HbQwfYlb!?rfdJJ<lyp)m{TrE+HkUmFE~8O}JE
z@aco}WT19*w1Ud|h#u(0R_Fz_9nw0(`+D<zM2o_URBm<89ubyI(ujCxVVD_l2L#J%
zD;}`c+rg2Q;1b-Hili>5QeScd`o$hy-Gk#6#j=xE5zw(7c@yLX1n<5xbNJN4lnF5h
z#Kd-n`d*J*2Nt_^3MP9|Xxqxs4hh;v&b7)O>;>V)(Z&F+ulk_sQ`^z(+EVtqMxKu}
z5;<OUWM+xZCWij+EXL+TiD9Hd@q-F)z}YIJV=Eh1Zj+DZ;J(&_Drc*aK!sz?&fl1l
zRJKfCYY#s5(oWN!&B3jo^BZoT;)v#z#cibQ+ws`wK2Nit0hI_%?J35$FEPHI0ls-0
z_NjSA(rFYjc|?!G5gwbzVGTX61`OzRp44M$m(#MI4kCqVd)ekQuVH{tn7#;54#TMA
z>LEM~r+l3|DSyGVSZZf^#w%6w>+TlAE9+|w-MoX!nwc5pVdLgbgUz9hKcmHp$p>9M
zm=E^0VBu=hq`q?yep@}%8$l6a)a-aS4`aKgZnmy0&NtN_gteJ5se6>E5{Gh2=kP-&
zX5~UZMKPsBCm#Bp7{3~nfn=8bF*ET|n;ek6mF}^xc-$X;OUhS0j8SHocEq^(thoip
z&3KCkbuk8Y(md#5KzC%(Kv9z{j%Mr2?Nh9AP}JH6V8>XLXH11;rivx0qp(y;6x2**
zWd>7a;l9wZy>m=e0YC+%i^gJDMm<GI)(I%07*s&jr35<%N!WSuh@~b<m_tjkYna8O
zh;lY`6`3EDEm;>aB{%hXPG&mTva)FzJF$y^VmNLN9i=1-I7?%h=0)U(ab4q}OsY>b
zrmr=w?z<tYdT`t0&cnQp3^HR_ump9ESy+*7VMI&o{3NO|N&U{w&W)0%ocq)s1knuT
zTdTIGR&ybj62Pk8F%;;uextb|)9&JuK;H9ZZXnDSD7u5&@-R^0Xf;Ry*j4-+tAsBp
z$DuPH@f9}8OsCTVf@FqtK2arEq;j*z&UnzdGK?R*-n-;tZ_<JTU~<=FVJH`x-WrH4
zNtx!=@x*{AmAs-<7Hb6?<;r_KqFa)Pd?q!~`&XDuIf5Z`L1H<itYueXEyP?8sw?wD
zGGD-|1eCpUu-S?6n}QP4WMfy6uj`8ztDrG0^HrE~4qgc867d?;LJ}kk_4l-Z;j)qn
z*zfw_HiJPz8V3!8wa=G>XFp}xI5;u*AMBY@8I)$^$viLGeX#5T7jq3Whz)Nq%5yR`
zF22~ZUiNAhejP^f0mxh{wy$UMPm@}X<h6Dg?Dg^-ZuPeCyrj*ko?H=FL7gQ@Gbmo5
z+Wq6XA7vAmwUAyf0>vu1K!Y;}S9<M&mjv*d2?pL|Rr2DcA2;y|>UlcZ3$E6krSHo1
z_vTmDm{)yfxaF)ou~j%mtUw!86M9ZUI(QgQ@7-|bO|Sp4K}0V$nVg(zbUPVQOuQ!n
z^xY@rY4V5<!`^qBlu-^$@3)B6J0DXD@y{@*6V;1BjUWa^f^^%#hLDV<oeGDfW~S-G
zpWt9Y!EP3mI9e3gN)D@lKsko6uC8g`IJ$&_Xh`u`Ri1Y*=Hy$s6iufyqa3@#Cw?9u
zDB?jS_5!4Jkk2i8;5CApEREUyEhTZevX#W&dR)1F6yEEMac@%jat~IeK$O)DS{xr6
z4fCyKe4OjNt6;bB#%zN1v%__loDPjB7ZF@J+qyxcH^lLbS>0%MBNJqVrA+E%tYy;I
zX^dvUU&kB7fP|}?0b*Tm9%odvxpeh7)7en!pN2D31cYv-W$uMK*0>R7nV4GaaZ?be
zP>l6%xwD{9jfEN)di2tmiDI*rf!kQw9Ja+}vR%c&UI9Wti0jGnVsC7yz=MMA-kE=3
zm?xSsw>_CP(>s^anKxKH-YF+PvI(2pR4yq@)y5vwg>7#A5BxfeW&q$91pjK&ug9g@
z1r*m$xf!aKfWkr55roErgr%Ktw0Puimd|}HxS>SCEmTL_R&W7Ea#9XZ$@QYIir-ab
z|F=X{_J6oh2{we=)JeBlBs~bC&G60-<9f{Y*k|S1qNUbiq~2Ib<Ahu{&OcuM@bRLi
zOuf7&{n0qqw5`bn#c@?jrJ2g>$1g9*hX4KftA2fa;@5v)Zt4E<ua`IVj5*XS?>VVK
zKmPdgrnODdi`02P-z43qPW;=)Uvv@XTm^G}zSXY-T>SH`|7gYB1G+^ktsTSIG>dI|
z%PE;^r`%f>{!<;hwAVLnHA>DGCFlFwyuIDuibmGkPxm+N3FP+e{-y@Vx8LqrOC$_e
z^|M==_qS0Hd~Z4a_t(3m+u!f$_FdPiy_c+X>EwpUZIgc_KT-Z(;_^?mes2%kJkun9
z`gqZc(;r+CJ+*Z!S8}m%j8d$>e*dPIuKA|b>s1Sm(gc5dOBzaSB?D>~dsDw?onW1Y
z^TSyE$r&_2-8^v<%h-kLk85E=u2^D?KKHhb%^bq9zNMJWtPqkm9VsJph=tVe=`=s~
z_i4|(3%aiVb9j9!wa}aY{QX|EY`cB?_URvCdv(ZJRg{`mBMfXRX{hlbK}tnhS~is?
z+n@@EilE-(Fb7%two%Qn7Mh7D)2+ESbZbf}_=u@WZQaX3w#P;&5DTf?(>Z=<O=*@r
ze`w8gd2IOUw|mv1RK40B#6Q)cHNM||J#6ZJ+SRlbHodekIo&i_GTm-U-fl_`PfXU|
z9VBx2DO%X&rV4F&slj$q!|kJ->Rw180kOm8_CLz2Ww~|Si0=IrSduB*BfiP(GWSlV
zW|Bp!#<R-Z&?F?WOpzKAl;iJ6J~*czpeWm^Tk*nTlR%@<IDPt{Tp_Bl-R$Ih5X~xZ
zQT`c3ONHn!fM`z0?CX#e0@4{(k44a4Sz@Ow;m^}2kul^m=;0-{ho0<UWAXl0n>N2r
zq_l`jN#DAhq|akZ#wqN?gEzeUtDTiACN;2|J$w(7pQjH=b0IFe6_A)EK_5cx1#fG<
z<bW~^fG}90ruGUowG~Vmt~ph_wXzK*k{zXHotZIBd%u|%lDcl@H5kLjj}}OIPgg73
zaH5aG&y)yn_VZo9;fjRL$r+;_8yA`2>>nfgR7Bl~+mj0)@?b#)Q?ESWWy0yCR#zdT
zn+~<xVsFhV0cB08LP%{zmu_ZbWgAk|M65G8N#a!Vxvr@BR2=!Cf-&#rYGoT%^db0}
z65h>DzKg(3K5tnOf{et=?|&nea>IVNzf6A-mAuIdz5||CyF_W@k$PFV<6a3X^+t1-
zmbi+Q-tO6kXi}T3RJ`~{SwJSzohM2tz5UkKi6md6#OMn2*xbqL^xWTRTx4jpI(cIy
zl<Ol8Epq?nbaf*-`nrU-b9&gs#<s@3jwd_KHInq!#A@sC|5XoB%(sjfsY*X1;DieU
zH3Gerkv>L)3%LwNsJ11HP=qKKNb4eidLT}=B=G(m(mf(DKZXge1gI4#>LeJ)up~x0
zg)y{v@QmqcV0HR|>*<H5C+HpXw7)AKp}-@KrUJh~(nVFuDB#PcM!TwVs^d&U{0UVI
zkEmQ64^?x7gXM_Nc&305BpON))PtE(&lLA~@h|-ZZ=;7Joh2gN1%nB5JZAdoA&jXn
zy{-Nx9$N$kA&{W`LP9$ZzT!35i*z!tkIy-7f5FW2vNf*vOV_P_@B@v{QYu+OB6B1M
zNz(g5T;}U#=AXegB>4dt;uWC3tKeJsF3*J2nA0pzge(Fg7-)qA)v%!w#_5#`AUs4s
zV1n*b#8)oeMGP4({z!r_#{9LTBT0h8f*s;yvB5~v08j=|ir|nX^DTI{JzR71?e2C6
z(0k9tds`FWTy2)Yb-jtruVe$7NN@jUVzPG8?z4SoMOlgO%>|J6d5z$GdQgNYg=@Lc
zjw6jJN)>>AN4Evw#+MN28A1?Aa4_`|4-s~b3mjc~FrvK=>1<4E=W|HM+o5L%*3kbW
zc7O|&8F~D`)*;NOjHsHbtK%?Nr+fMk<0nOib=2f$^Za(>5#xWJWQLVNFXqPcg$?~S
zVU<$XKZU7(JvjEMGfcCPW!%x4=Y`{H#iezo<*n&F39b`DXgWvH)I%${-Wl4!F3GRw
zooa5;hB&q7#TndKa&nCeORmL?WRj<GFtwSN*<tN0sJo#KiJ_i*YxdpThy^x^5ra90
z8Fljrd64l(B8()sHxgDeE_j{$@onhK5B)#g6*sWV*Dzy=^VRmfdB#y5YsZN&^LVo6
zR8KFO7kPWGC)d$FqM$q1gPZR;-=-UyerdbmAWJ^@H7VSx-~{o)r6<2#qAMRQC7i(W
zKnI+VHxe@YWx)Fi`yf`F4Q0KrCma(n(aE<<$OlC?m)V^#xA5lR!kl@HqKPt;|91cB
zT9$>L6L=?OwM6M1UdV#ad$Xrf&sbGGiqeAR$Vw17@j>k08fRzyV*Ci1W>GORRNwoF
zr;gm`dflS#l<uNUoN?mg%qoeqb{#NGM=_XjPu_BdvAhG+tUkUFBo5pq$ef0gMGeT|
zB)F5rar_az$_#OoB(j_vU+bx*<ePCgjC8(JcNnK}nHixWMPK*kJoa7lhG7CYToQJP
zQWg2lyx+J`7Ua@v#?z_8xmDCc5Z$=PYj$bPPrn;CqBhRwaSA1ML_xg6hF{qGu%ud6
zz{#5L@#gDsS9zeLN<h<GB?x0)nj?BDHN6E3pz+9h5wC}gJ_GlPDr9=He=MDRx9y|(
zWk8j2d!UN8?Y+cL2>n?{*%$NW>u;uEOO}`}OlsY5v6B-@Xypa{KXvWHue@k2^*t=L
z_>${TPWKfecz#Gh?$}xaO^|K-pEQSpn!|^V36+)66iBj|5_Edst12yud-HnikROU|
z);y=X$Gq4T9}=yTBN9P^)B!DSnU|WmsyB1zmf8t(fcH91T~5?W_1gGPTD}L#WDLMF
zRG5fp00<hf%+?YXYjfoM>8yiTb^=J}7x9pI4-GTMDCD>dvfT7$UOV8g3_yP$IeptM
zqs()q{nvThBBbMJi?Eya*H}|C)=V?mR!G`vvl_Vn;KV7k`8bLb_u%YAT}vA+*jT!z
zAKAnG+Qqb?5=uzgQKNDpG6WAFfs#}^x}zn#4Auvrl%D}5ApuKMaDU9VKuLT?Dit-T
z1U?p0ZIa}KMBv<^dZZtTOrQhTk0}0OcGJ>uhUAl{rx*e{`UtT~mrW@aIf(kihj*sD
z;6P^c%13_WG=wBs?eiOaM}hgmL%woV|3*hKpC?<lRQm-Lc1YKRy*gr}VNvGHe74QP
z=;4b2y0Bwa-Cfu-Bm^UsIU)*<HCvaCJ&nL3$5C?|!x@UHM;jOt7&-9R)+g?LvNQk$
zjmVCAiI5P1tWg(~)khvEDSP^p_6twoyGjWh(4qzq1+Q`n+~8?P^0uK3rNPouC!vjX
z@^A@bkz1TPoKx-WfesEjE{p{G^l27~G7YNz*$+o<TmRkF&t2cm(iT#ns;V~qEy{ho
zUN6!5*gdEDph9W;j->(jJMMh5J`Dar_O}jr3z@cQQm?P-R(y<R&^HHc`yy+R&QI5t
zqVc{b1f|KU^f26WRqnYj72G%~2$nt0UcPjE#zQ?c@>DYjdvoF=6l>zSF9ci?RlM=O
zdtumFbC%CCop4zY*oV;>`9RnUWU*e36hx#09WkYR1I)PGYOWGl9#kY|KO00W&jafq
zQgx)fgL-Dk1^8UXezOH90rj2ZINvrDx~<%3l`(PRFM96SNwq4S6$C<(U@e$on(U0i
zj&KbmZX1c|5)us~fs0jp%`Fq{IHU_`C%RZXsPQ~?Y%YAJU{&JL*P|6@gpmmZJ%y+_
zBVT1??_{2=EiSEuXzU*>PZk-`%MTW+`L$l!-gW2{@+LQNhB)I7#9MvZp|j+1M^oT^
zx4o;b9Xc&n;vE2vx)GTQX>LWj-kW+=d*uq_k5U{@rN5f?ww@h}p<Mc8EcBG|X`@*Z
zEb$Jkha@|5tN}sgA|CCS3B8K9h>RIbzj8as^^{WX2YULvlE`;i>4m?jlt-7R!pa2M
zxq8=-z&yYvM+EiAzpV^l>fx1$e`rrs2l8}gGQMH;Tv#17Hu7``-icSe32b_?+l$2y
zPfxJ{AMEcUJ-^uC(gXcWX?=gz=KuU7X#Dha#}3gRO_ZhvO`LW5WbgKOKR#{NjX|c{
zg#(`d5Xl`Zqhps>XcqE-=u?RvI1|M30~U-5<UsXgkkjD858;ObY=VG_=&{UopH$sm
zZD*y5K=T*#Z_;_OkR+14aHaL`Kcp9GbMf+;DsOsY%h2rzN?hj2r$*;>^<=D08u*nX
zX5!j*qCSpnSwY4q%i=bByOQk=Y|B*bPk=@WjkMldd^^Q{l<Ey24_V2)3HIoy01{C=
z%nzNIP;v4=*EM|#NwTTP#4%-YzP%y+m+>muZQBUL_W*f^K~EGQsoX{7Qq*w_I7Nyy
z%B{YPsj*Cy5>+ly^&IvC_xqQTWLYkHu{qRmmVfyc-;CK@9n!re7dm5o3FENswZ-==
zFoBT+yu+lR0_~a;){8=(B+RLjJ)UM!Q7Dg{(O49w+Wz2hB9y0P)mhpLvT7>}LPNLD
zQ}Z3T`y^79c20bvkdIU}?X&7sYDxZya)5~KdBV0TZC%q3X&`Ti+G!;5PpG(2sjuQ6
zg-NFI*Jx^D8OHU6j5QH;-R#(RXhJC2Y4CwWNr6S~>q_28R*<C8WKOn2G?gt&SG)F@
zys=*A!B+LaZ;<@HVYu-qtB0o`M`8BbfX?&^Te}~leYXQ02BcQWHaz%w6b9=C8#iq=
ztg-8iC8X30dNWH^J%t($IhHj`cMmDxSWx%6atp)~(34qr0bG-D)78{mS&4gF)^^{S
zk2>5|(g(<Rj*91<{)7&#KbR-V_&ivM%W2?T(Lo!CYA%#(hRlWOWtQx0mz7>?^*lDP
zQ8(^>s%MGAD7+g@<zi>-mqj^&T^1A69Whie>oroP^rT2NdlRYBM2*Y(phGw<X`-gi
zEEq;e630~2R9G~0@^*X}qf%fdt{FXWWA<x=J`{UdpqKxxE+pSsR@5CD<Oh2lCwjK+
z-BSFCFm0o+p=@8yvkDymsacw)C(v=YN~Tw7aMVf08gP>EVxNY#**a+SlGX>D$nP6I
zQ{PtT(YxSl)Aqy4)?-Q$AoI3$HSEUNEF`O2BpLUpXatK(>63}Snume<x?u4y(s>Sj
z9LDF6!zd?GMgi4s8K31ZA_h{feBWVd?#qmnt#&#BB3hIl)qj!pZ9D%>r$#|W4&kMx
z$40&;wGr$*v&`A*92Y^B?O%@izZrPCECNLzFyJu9Q2pvrpwR!8iIr?q>F??}yQ&{f
zZllLOy~)~=r06bpLJ9$x7bZ#o=HY8Oak(F26sGTo;>~`D(Xb3oXZ=uwsw{!_Qtv`@
zT8)(ytJ{>$?6?JFR#nP>Tv29-ODrwL!`E=<dx*J8R)3>`u&J+h)OB=H?K6MSSSyHR
zAIJRT^#aDWb#~bS3YoZ2A`XpHZQ#WSsdCtWSfrkZ)R2SYSDznN*Iq*IjJ<CLW>;fH
zVYF=}TmHb}Kx<~BNqWM#$uuEOKO=)!4<C8?PGl-HB|Jo7&TO4ilqkWnZQHiB+jjSE
z+qP}nwr$(CZQHhO^X>D_xcBS+Wkyv-Wq#!t6)WZfb-+LAWEhXmmat%8W2QoApCpnM
zL}bw>8&%u4RF7DVx1D<qwVrY1+iVPGhsayM0&RH%rgHV??b(Q~)5rC~#U_mj^Cu4E
z{fs6cFrn98t})ett`o-zVQg%}rbs{1gQfKc=UnRUVo2dtBlIO<6LBmn--OO^51Mc6
z5yF5Ek;k!cSGu&;PHt-(r5WLxF_D$KVQ{cc;?k_0dm!gsCTy?4aksvN$hLzLAX7jk
zWLTye(J`1&Hz<+9WWP6^ad4V^2#iR^<Df5cMUgK^0h$*#B=G{Ap4y#BJv|k{Kr0=Q
z-_x+7iL!bM1!t*02`Nis6bvAPbdrP0<m_$i0MvWs5B@Vy-mpZK&(#jy&>4?6BAy{_
zB+9kW8KA(;%qksOB$186Pw^!PzVl>;m0X2rDIPEXUfd*cD8;2P&o4*N6Jakb_n@xt
zYLkTLo`pMe$O(>PLN@;#fg!7LquL7nIEr5|-=aWk-OakY6+01bw2?hbOW2%2f_|31
znu_4_uQx<1A`@N9S`1U$B+xA+>)0g5NBWlx6Xhw`q5q49mYgqSSRU&S0?RYGG1{3Y
z3L4dOh$i?vUi|Bx;vrmLvhRfG`3`D-K7Wu)cE_Km?J0CdIxf}N!;fr7>_=-0F|Rr(
zMB}%9F5P@9A8>3sVIxK@kjPw}S8<%|vE_d#2>-@;p@bg-KM~z68xOLZ;u96|0E=Qe
z7INaHGj~pWB_-!yg0_*9Nb5;aWN{tnD!~ZE1M$tn4M~#XP)u@<oNPnY6K=h#(Vmly
z$iUFh33)TKc;Yw!@%QvnO^Vr=EljmVfhkv`khd1tVsIIN0AC_W#4i&5;=*KgE|#bU
z(8w1|a<h8pV>vu2@v6{}0?9`%o)Cfu`58iKQ<Bp{nz`7>K=HN&n!0x+|AM?(AQkRj
zu2}B1nZ<Py>CE8>&J&5URR=3pU-%t;+U)j!bv^lVi$G5E{gvgB7EuYA!XxFWX0k~W
zU`#LGx$4mpxApwz9|u7ZintbfcbSHB13{mUpPTPaSzVqU-`83IU;yUDCIl#B8zV<2
z2V;F}{QnGX4J`1X{^HZ)|Nj9O7ZjbKgRPx_tsA~3{l6$PJ2O5T6Qed1ot(adv5gZx
z!@r;c6rG}zgR`O2e`AjL3~W$z(#A&S`v1o|1!G5BX9q)LM|`ILE)}%3ar&3(-~2zH
z{g+G0-Od>QUw%_#C?1~w-4hf0zo-AZDG_rkCu0YEIuR><Cu1RFLt7(bC^{))8&fAU
zd`3okHs=4CG2s7YWM!oPPp1E#5=tz5O9fI1*%bHJ0VrIHM6XrhyRCu`iIh){uZjR9
zYLWy}%)FUYAAg=0nQ@SW5`iW_B@#VHX$cM9srzoNXSvu?6(#vV*}qxmjPkjx+AZ)2
zTTR${+uL?`)BDrq#5?i*XZ7_{_Z?mj03eGGQqP})fznv(mhi_}s2$V~pHv(bCF@qQ
z32-llKqF(OsJ?04)dWE9jRhd;u!9Tg0FmH2OcxG-m1;7<`r(ng1=x?k6;RJN%bI$s
z!<*o+79hwQm@g?5ch!jH%h-nsV3;bdo1UAn?FK7IN1xH-?Lu0qA1QS*bv_5kPZSd}
zyJVAV3?1Ns3m|KrRN8;|r@|0wfi5q33JV!d$PyPwZb;-b9xb5AqZ0vKs#oHXMrEtP
z^PpiE0AvfmFZK%{sweXY6ljAC@T?Prh(5C~^%6mjrRFN1XfQ_I5V?&gfhw^-j!i$X
z?d2PXG!(dwLQ4lfwclh-gc0*91BDtBxku<;i??YAIqIe}(GM-o4?x5Z7^<4#DY{?v
zx?Xz&P6`Xjqn4$;-urp$9NPQB!fNK$ki`U8<44M0Q}}z_ot4GMk#D2TgWr9zj#PPr
zaOxgZ1q_>?@>`1$#xr$N!uWBEYr(FP-*}8gu$eivNRLqF7<t7!p+Ak2rq9*UgBCwX
zqEUt#(E#upCKpgT5Hgff!mt5jYF#c^^AUyvrvw3n1adgwvltjTQLjq@tvX7zg4d6+
zT`RsyWe8#)BHQ;(?Ck<`ZLU9NpNOHH7y~;zp9<J|kffg=!Pn~d^$)rBr^6H`P9LSV
z-+@j)H4SL#@Li2hh#WEP^VaxwbA0dYvb{lP1#|16nOI-VUw9lInC?~e_bGk3$=wj6
zulu2A@MF$O?30h}tn?cJ85*{f!yQMqZ+~Cyk0VN#Sh33tos0FP#-}P*kGb_jpqZ??
z+7z2|S&UtGvIS4gjR|!f%P3>m!^0HW>RMRN&1-xPZM>e0aRK3P4e>gJ8i-ZqT)UC1
z3u<=_Cl|-nl>r->*M>5j+-ZLzTAzy$RW9TiW3QBYiOr*q`Xb9+{{EgsbE?vHOVrTS
ze>S)@CvLiR5o^X-(SLEcQXr08@jQsVOk3@mBN@IiWjngc4X%Y-jHUaerUz<m?;KUE
zEv6PkL}@fH{&Wp=8tf!WdG3Ce=Hz{F`>S9q{=u=+UZ(B6er96vmJwF8axdQf)1UO)
zOSnUc8T0;(jr%dH&-I%0D<b<#6E=G|_^Irr#bBDDe`-?8q}a9`rKo29Tr1(hGclmm
zQFO`Fdf7@-7FEfmd&{wIm!n!$eIy~n^qN8!!Ce}qw&5P~>GRz342s!`>w1YI{`qcl
zHTtaYOc)x;i#T|RLngH^mKc$_EKc(oG++Id0{ThzdP8G=URFW(q9W3XAzQoFFScoS
zrg^^+R&yYI-hA41Z<)J-TJ^4|snzr&I6sxcEd_ST3bny>d_ED|OMk_qZ3MaW0Tb<y
z-16DRsxUP=ksI3kIKR?>Q|`SNI7_Rwq3CS*GqUR%CpyBebZeHod(+bv?mXR37wyS?
zAK6AHD-*^2m-4!2HC*skIN~cHQ&so<ajgwcL)zYb6{`+*hGcrUI=;~Ymkv4(q=T28
zu<iRhW=1KUM1?pjcpb-L-l0aH0aL0(QeP$6{Us))JF0bR8TQ$2W-=_jERVSt@tM_>
z93=6HjB8I=cnmTTvh@N6i%1DkU8!dzV(>_-dY<pXo(l4~p(g<+I9OtU{z_PUVRH|`
zyp4$qxRHVMdz4?ypgzr~xa{l8%N|#OIKDtlG%a8bgj5VzSPeSxXq@r`X21eb(3(K1
zzi~*Qqh|R20;3~kkl65_8>mYWLx>e{Fr3l|U%R|u0zF8CUI4!-i5Q4JfM~{u+1QdC
z*Z|C90EyR>|H^3xgQ7AL>s0d2TIW5fg&4O5cLcqp7JccD+*<KoI_W?b1!jc%0!m7s
zcV8EdK5><|N$%sj?Oq|k;A-dCh#g3n&1@3`Mqbaul4mC4ug~JQTy42n%8;iN$PrWI
zuF5i4s5VDoFZH#2&$7mHv~ML+U*J{Y;w@ftTFMSbkEbU<3niQPKWN|LSA!~x*7&c#
z<Mn7vMd;>RZ{_#k8G8y<Y*=i93DOKjg!|3u-D7;*B4YDQ8`nVi?WxP=C59FTk2Ytf
z<I-vNP0~g6^1bq@2w92fdc+Nz*y76>b^+=o5earq3$16y2KiRgew?p@<7z@@mA)`<
zyQq~<6Nx*^Xi+!kZnc+^W@st$JG1MRDiPc^S3O(lz1~WVv&HT0+xlPJX_~6FjNwhj
zeeu}k%1*0={hE83)&*uBNE%KeM!I%yp7$}b61UiEd6%+y)-|?WLlzlLU6&na!@mrE
z_vfmnESbYcOM1n}Pci+pH2o&YZ79mx+!VL-wQZ~yZR`)GJ=WPby>ntLaE-X$s0KPr
zNGyT#lekg;9K$DV_a<iohnuJX$v4G<Mo$bNxLm1C3`4t#2Md+0t?-0!RStC-wPfYd
z7zxSGbeTptuq}Pdqm^q{u*J#-tCI*O^A_dU{)ygUw5{00U87NF2ddlDL!t9WvLInm
zARWbtMFbKWu$+?W<3vv^N)I@o6oL>GJaFJZ_Jg%MbQ7wv{s_YhF=dc%1!YpO0TJAv
z5~LB+;3FEI#c@UVm(63D6W3~B+W}aVLF{DWL>I|Z36UCsjq^JNj76Lt9S{r0cq_-$
zJ;a?k_NzKl2K6u8AtZ^wX2dmc;UFS~Y5gtcFI#|d>p>_+2njXFC+Jd2h8b6fst&Q@
z7KRrWcXL~_Ji$-GjHVAx!Jo%N3^!rSp$Kshj?gHPI+9K*E*e8xmI#I#Ay<BIOK0Rq
z1U3$5pqt)zGY&wC)@O)Kkx?QY5$1bl1C>&y&{LrHP_FoxqA*N$NY?<IS1Fc}pIE-f
z<5RYHatqdiT^4VGx<x;!<f<yCip>2?siO=lQ0eDUog<VUf>$cS5+qCq10tp_80%r@
zLjj7=2nwT*=ya;W4r^2T*1AxMD26IjLxHv#Btu*6h{UcDemo%_V`TH${bJtj5_Egr
zcD?C7{hGPW^3=^+(v88>;mLkFmcW}?)uoo7BvHT#MRt?)UNURZhiv~>Cb+ae0BBBK
zz_Vts{j0Ei0!a4yqCCdCMh*M&oLZrz6{-pm5G#bZXP#DExQcWAlJX(hbyq(vS<Fk8
zSm_NjXuO8z*kjNnkCcb->DUAK(<70*G~Ol_r<K3wm1OZKu0SLPRc`MmbY7V70h)L3
zP(J_}`Zl)w&<Ah05v5$9`jb_<rpcvV;c%j)P~P4zJLsdIHmDe(0fkCPGp~0;W;n)F
zuicK38W&+qK$;=BLX2&Onu&m1Z6OU(kM@^{5f*uj%LFclHGz|xkbx#dGCGzIm)NpN
z%LoR&xL<XCM4V8eJ*=#(DQN{JYPpCQ({Y5W+qsh;)~KQ%sC{j{YlzwM$v5%D`a3*>
zE!t5_po-ozH$TBn>IF_eg<et*G3Qd)VOK01l3;D0oPM}sph1n_bJN?w2SglWy+#}o
zIJl*|b4ic@S4E6BwnZjXiKqec52wAS^ga?YAz^mA5Y5RzZ!T@W8>FXeh0`~tVm?6S
zpC4!TR}2}8UCI_C5GJ$IWBBT=8E$E6ZZ=t#+B!3vb!z|AYH2CyvpZIwn@H2|yMom;
zc37$x4WsrNm}d=7q>;4B7-^@&)F&sgfbl|I&wrq`998WxuiJ9Wrh~1E0!>h9SNF0S
zuPg&sccN^sB0`IuGWMLC;K-DwqoWRXj@@mZk?YC^*XfRa!avA<%xm!4=q2CqFR{ON
z7)>Z?Edc`c)K)V+q+eBkNd9Upxf|-=Ma|zE5nMD}L-5{WjD=ZYT#gS;G3wf*iu&;4
zv5+X6H)y9-Ul!R?EI=u;cp8uM0WrkEXov-(i~+zYA%NcJ@rwtE9e&rYagM*?MANWe
zi0E+wKC{K?^TyEPrZ5lj^}=6CT5y75o|jIim4{1)r(x#KKcfttK?I?Ih^$&<<{GQ4
zcKjK~i%)Ru@|6@j-nmr7F<ri;U8T;(P9Ia7cFtNa>zb7T=!7geb=hF~u4itey?H$N
z8iu6nSv%}1*z8)xeCgj-o<FU^VvnVN#lMl?*w0v|W%-6v+SdAXGQTUfc8_HGdol7_
zzP_rp?6fqs9b1{G{m1JKJ@)5Dc@`yjaTccmg{zxK&m!tlc=ZRhxwgv2qq)oGDLa2l
zUr`4M%Y($KelYcfae5cI#|iJsB(-UCfx}iYwy&VF|Kg*MGFx)4?opP`J*%5Ut11vy
zmq~Iqb>^Qn@lz_N%A;$DI!=5|yYI)&=ei88`(;hHVUN0Q3McbXZm18|>(TX2it8|k
zLMV8DM$8?g5QjpHHZP`Iy7q_f@3`c;fP3sSY(j}YO~YQ+aH+AcCi|0p?H%n_4&l{i
z`UcuHJSj-}_D=|^Iwr5ImXJ-M2;{a%dx+Q2RabOj=las^R%^^PkI_+9gO9d&a<;O9
zXM@{zxF@Q+V>aGMdQZ2AmP~4mPTywr^Jn$dzOpE9r1Y+Gj{9GmvhM2aa}pPlXTq)X
zmS{^1;;qGyTicBMvrfqr3?lX)_*R;h_E|iu@QJNnpZWT5o#XyS=iOh9^M9oS4Rl?r
z+e4=j+m{%h=+YSLsVBJi$>QBg>m2Pjp5L}NY6KI2=f8CTR~{?Dz2KN3oJVpi2$Jjc
zD8p%tKq<_Hm;jXU9NIe)cqA|&HNggWXN%&#iJ3>_;BrpYJ9jD80G2N(FvhBYbEA6X
z0KUP#<GKu6&(QBCUZ;7wqr3UeWuE{%9U$*-wQbGQz6TbI$I!gEyY9pcgN1eLrB3)L
zJBjgi@T7x;)M&hV;}F3)b_k#Uz$;S0({Ggoxqz@15dMU90H$IB+Zs!sU|8WWDS`w_
z{X_!yvwnSgYf!p@csQgh#9`EZDxm2C5eR|f2oU-RaF+RCHgWuHzfNqRvEiV}BG-l`
zkLYi%YGq*l5UNn41}Xs9dgxmOT)okB$Io-HTy<ULb#c~0l`aGFY~sF?cqg)V%6jmN
zc0(*?0jWa?PJ_*h<wznUtB>&Ssq`>geR!tIgD6h~xYx6O?{z3HeYoVIn{zO9{IVT|
zMG4zWlorU&0W~Hc5FQ25z;Z%+KsS4lZ`6LqXSRR`O8yW`Nce$cYJ@~O!~t0)A9D9m
z%pL_IIBN8Oif7Q@b402b(1-jmI^_Hap~39PrV|0qXX7kcmuxdGP!;>EX80yWbeQ5o
zLIO=jRPAClii4Omp1SlpyfVLJyaBo)YD*93{Ydv`!Gr<xVUalA(0%QK_-L$Q?R5y<
zni1sI!Pj-zaDDo00SbVpdyHECmUfX(ea>Ke91cigB?Y_X#Mvlu&_(_kLa2(eXKWq>
z-GMxOs`M{Y5GL%J_!!f?fPgiYkvgz_V)kRd{Cfa0XS*0rcGLz;xIF^A+zcxYQC(2h
z84>Z}eXx{Z-!Y@pV!(~~sEBFs>|+I5O%AXRrqBm<*e`;ZBZsPGftq(9IfhC){hC7<
z5W&l%K!p~uZt(o}__Sf|0dMi<VO}udM37;sxauMjV>AzB#=`1~GfN<pVNj(BW&eyn
z2`UmQimT6gp6os>Iih0n3eVo3R6cOO697%{|HiD(DmC_T)HkjXzL@sAl3q&BT!4B|
zeM@<F_%!}>^~moI!5@u2Aivr9@aPWg(i2l2=m)+V@ENc{M9*VHx*x_cq=#v?KnX{8
z!847F^j)Bcu}*MJ<*1;Y$vNmj64v9?ulc#_26TNP){_THu!T>t1*a()u4E0rY5RFZ
z?He27*!JOxv`0GN;Szl25~k`BnK1q1_ryt~rNOHdk)2C}5n2$@AJCH9jA^(QiiMRT
ziu$53L-KK%<`E|t6%aU%2_(p-Bpj1h#{UU6`s=WO&nfSce?`EXpr9ZU6OW}JYLm!$
zMBpy6^BZ|<;U9g_QQ*4Mm3|LzHB~w?Vv^GD($7N5fFcE9f4zNdC<>T5K-*+AO$JoJ
zB8Gs)1KJv_QFWctqJ(k87X$<tN!keFAGk3_n{Qo2>d)f0l|nisEJTu5c7Qx_`n<KS
zz1k+v-Q&6I`P%b(bGpUZxdEIXZXi$4LrOX9Bu@h5CSZ`gM(q>!VS)TPWO-0_hUPj1
ztSze2@ca)Kms<q>%z=MPqGy}iqsv?NE8;8ai}x;`c<$zKB&1Fe=uoc}U>fZuIC7Nv
z&=qfsf}I$>F0y7upMq%_O*4WQ{Wv1br5bH{LhqP_Ir5m{zQ$#q^Y>N*bVZ<&J6Itr
zNjamOyT%;Y<G|-z(O#OOJ~C%%;pz0u{GM+zm@L&ivnO2!Q~N{LJYbFJ^bFoCw?#1J
zlC|j;U=ey)U}=lyK3=8zbUb%XKCfqcjbxPQmvvafDU9I&wmN_Zb+p-YOfzw6`QkjO
z1)}-E^-y{5r<G89GgrV#bhkX&GO#$7aoTx9%CN}kd3xkgL`n**#RUKs+>A_qIjLNc
zRGI5%ZRi2gxR~T{)VsN@%&zM1h-obC7+!KJC*vs<Q3yPC1~)O4<6U0VQ_~X4Bona@
zznpm=q=;23`N0IC=}Hx24kxUd*;y-sy)`u`-m?95Sg8qbg*xc;DVUkcFmvSxQ!}+E
zhcq2kGjPmx&#CK`jP-mM!br6bnN{a%_x<9I8k&0|f7+YZnm)LL%7?XT<QgDrn~yOQ
z!u?^FnukWTVk2R7Rg!`EIYx=$5m+`e0}Y$tBN!n@8X9sEBZNx3BaUxh_VwF3h$<Zn
z6SeE<3^eGMJCAN#)zY#>3cIAXL&f$Kl5DU=m!($YNOPCvmGTuF^Je`*jhUn=8clSP
z5w&Xys~6SL1+4zRZt8H(#rw{`tUpAhRZWVVOuR=WD^3<nyiaJ;^3nC{(LTOuwv#oG
z%+IQ`i-rDK$}F;l^Q4>J#yVxaOQX5_^l&s()z$Ftdd<jY|K9$HI|YPWc9_s7uC33s
z4^?FY)CsR@*;XpuP{-8%!{6XgNV{x%_h&L&@j2xq?F8iN>?`ijF?Ygo0QN_|ULU1;
z_wMA1((|P-p<zL7CC;tLFz_#OU=;s1IMs*I&Y0pUVwFsYhGAsZx?h+jU8BDEn7#16
z(vKQLa=~PY0IaV*ETVSsn{a{pA{(NJeu|-}Eu!C^*6-DPa>!7GdYW^j+nC*XAkNWv
zy{5uJ4Bo6*y+xdc8p~j&EG?Dx?FxrwgH<aU!9Ufr6_hNM=$JRpjDw>oD$VeabryQW
zthGjlYgEOA<UmbWT@e)p=8tp=6Df)JCK248S616GjH_bA$IstJ5g6F2tP=~OpIA3x
zt(XVMH3oAOk<*X}tb%EG;dnDijB>~Vl*0KuL-4|QGr>{|t&25v8737?Y;EK)V(kkh
z?P+%#Wl6W<kh~7md$Tq{O977@h*42OS@=}MP5oyc7=&W<J({(w7rJZVuePgKG94C*
z9Ufur0FE-D+Put$(3MG+4fE)Q5w-Uw^(Av>59U7$mCMj?9NQr8lLa#00#0R~YplXb
z6%uE+;D3O)AveH2aLwS)lB^bU0Cs^a{Cyx_esD~$BolT7r$>6rciQqhrmdFEO%^vz
zLOsIT8R6peZA!IItetgjNv75Kkf$V^5igCJD_*A@nI^9C(9V1YwzLXpF*D5wdP;NY
zIhiKg_<b8R$`g-A0H^zUfZiB!UPtz3Rn`k(<BMz};H>Fqb|^h5C@;+@MjnkAmM`8f
zwAU+T4yJ@Xc&-s!@qF}?Mn~CNGgkLgcga<qMX+f4b8ZK6aklDV8?+s0szbH0^Aiap
zm%+xE$KWP#>k(dC2Vzv$Zrg63SU$6!#vAciyfN#et#o}2GLf1B-4|N?hg_b?j+{^*
ze83u9)=Pc@+_nU@d_r~=QyF~G+TVE+n^nF2*l56HW+sl4%#W$?uB=#M7L9TO!915r
zcv7z`<a@<u`BV&k5=iyB1-L?Xm7JYapXNqQ2#N`7kJ}uP4w%7AFT#dh&Zb8<yzclP
zppFGtq;BO`?@Yc?4V&mx!eX7X2*Z|H^=_9@6jJjxK|kupN+k2F*@&Q7k{q|#UpE3m
zqb^Ab5*Q>gM@W~UFZzFG?Os9&HNTNvol9x+UXfqRe6$#TJ`}k`^E|w=rH-h?aaB0(
zx(fn*z&QXqBG#DwBjj1Z8GeDyI8NH5jL&3EwisP73Zszqi~uk82(5lNHgDhU1-~=u
zN0`IDw9vPoSm#vcE=_7#SY({Y)LEmnYi*EB|BhgAir?&S4f19WW72v2FpeN?RSrfn
z#a{1W(9a}r6{9nZfz2GejJj|7vLB`~q#do;9YNb0z&K<(R1>@B-j-=DjbfZI2FAEC
z14NO!GqQLybQIrUyCQz_FBR;9_0T+AV)yF;*cRDNGGjFQI%~+)&M_W^p4nfX6+Qty
zi%Z0?fN>Q1SDVTKdxG7ukY0ARY@7+uiSy^O$&w9&S{M$z0lA^He|6ER02^}R>xkz}
zP5#<FvC-*3-t0$RzE8SSy$alj>hKE5K8#HUe|YO&c`kDc`jH*}n0+~d4|z}YxxpW8
zNw(*b+>_5#28#c7`}k#?<n%eiTJ3_>$O!s?JUb76`E^vgmTQKTO?C-vn{b{Smdy{!
z6ue?bj?oiV{GI=VW<#@TRJBdU1&byA?6H^9e!Pe|9RB_;y<qw5Z&9CJw9#plnaiDi
zR61D(c>OiVh|Hm1!H|x8*J+Q{Ibd#=<)#W`N--RC@J`{F=5V0>9&3y>%q*tO({<vr
z?Z8#Ib?bJD-yoVT)A)9F*0>qoab$|0W%};hrdT$*$#ZeUSth=H@SvZpKY9KLtxNUp
zkqYh7BKCkjWpS>tkg!&Lt-kKth2J~0w~%?uaFZQ5G`5io_END3xnSHVA4s^sMZV?V
zW^uol7-GPry44=6A4pHhZE>@#YD{@4Z7KgO_p~3;=ZM#cZU$X@q+~Cz#+V)b^YydN
z&%7Y}_i6AVpG#s{hnG$8@CZ3+{ncha?T?CSwf%+FuBQX?A<8%ObN{XENSrdi<@-0p
zx{V>ubOVPuYob+Y_zC(R761Fc1|;1lyqQWKmWacM*{kdA8r~JxH6sQLE|!w~a^!XA
z#FT*W*DuH{K=4i1p5utDA&^tCV0JG=IVUe-(s+n_=4MSS5{4usqKcChXc9}P{R&FT
z3W-ZzC@n=kF>7UtvgqQX>V+l;-@mRlVi`Wh*RMXdJD=B?>*=hGo;TnoHIdyzui&?x
z300`Kn_Hc+x8Pi#C>N7cFTp<V?c=+Sr}wb-CMO?Ou)a8^mK%e!kp^DifBHYqAmW$J
z8{~SXUKL)fp1)GQU|*o#dT4gkQ;Vk`j5{X0O-^EO{w^r0r#IgY#X@`k#XcN6o>}|7
z{AD8S4u0OHys`}1lkx;K#gn&L)DRn{K48}kyz<|wR#_yvP`M!IKS*p%ptsm(SmN*Y
zge^~<<&O~SF3q5pgRCB2Uz^>Pj58m@oH{Pk9eh`cdUaqZ_iG!YIWrGCs^H{Sp2hkK
zuF+_~C5+cUV-SNna9G~p$8$WB6xp7Uv@!)z*f%6Th+Gnh8tV~bG!R~hFBikLbrJG#
zoYss#7u&hRW)dF3rx+8?V1zo_pHd@DZcmFxv=puSQ|~gg5$$=b_DaICB^!EZc(3$j
zpoI$;9juTaNx(h<d|vNFd5r}Z1FFcM>I?XMFyjeHG}wgWJ~2;8Mk|J(IDQ5KX-};9
zgx?<Y!rvfH!m_z^J@*>bUbVtB1=qNWL;spC{#aK266&VMT)Ay#l_XZcqED=)LYSQ<
zu_Ylzw$&Z(A2gKx2QpRO$c?17v%h<~dzHrX7|cDhOEsk%w^re>Tpo-IIN~%zP<Aa<
zt(rGB2On%Gpol>6X-NGQxtynkYK)WGM0S`86S~1kx{fp(s$>CI^rA&DmHv=|a|hgv
z6>Su~0Y-~@=zuvt!;La2!qY<#INzH<)z%BYhwkRV^PJcldvbzprVCiIv^S2aiuBMd
zX)J-~;or}2b!UgJ=xm(V(^+aVYy2NI4!#tB2&e3p)bm~Yv&+&<6n~aGpzBl}5-1G5
zPv;voC{bLTzQx;P?<2UFMV!@gplEk`^8BPD`S7x$X4GaKE>Y$$$6~4lZ6iOkC-3}K
z$nGplbL@5aKS&$CCcQ7)-x<4P)+B{yp}}xa-n^?zNFK2awo0C!N}iTVoIDkOu$RF^
zn`sI)Zp%(qiwPS3Jk>&VM_6W{aF9Ed&Y=p>F+#OilC@Z7wpwy;&Qp1#_wF%q5IYH+
zp$b$Act){%ZyfVnlX-6#<-SPdu56dGFK}&2KHyMTj7F}5mS+x~;uM~S(^fYMvZfPZ
zy4;aIri#H53$7xOdgFHL;ix4JdYW}=!Aqu2n0H#!ERhup)9d8G8}dYvN$MpHtf{~Z
zLK_yMi_BN$8^ikc9FfXjE5ClLnPd(XqrdO$3Et5S=fJeL#vuyH#5Z{aqxE5t@xvtM
zD-5@t*(V^r>XoYeh#R@5w;cXsKhgDL5l`xO$6-To!xVNxY%iFKNfED!7Bt0K0ggAx
zkHW!j-aDM+%Hk249~m|Qb1%g)<5!I~z78}(x%cu}?3)KFOI7GM6W-sZ<b{@OIn9A#
z#J=fqrFkmRRg*Ea4w$B^%*?PFztQyJ<!#Bt{`Dmo&JsT^f{u3=`*Cf+UC}aP>j5Zt
zcyxm!idm5G%=`hr>iz3^a<R&oNYWdx)AU@4Df*GIU96jaw5Z2=-g^|anLF=`mg&?j
zzM8Y_8&v8=<lWO3IJ!E{F2q2v8!Pi5T=#4{gah#DF&1z5V#6KYDeGE)Y5<qeC@9~j
zjstnQ?%#BG70vPF$6Y|?Mu$G}y!}rsVAVo(IF`A;6E5H8bmSh8i|k%H@$~Zq;Ysbn
z&mI-JA`TKr-NajJ>(p?0AQrn>f_=Pdn~B?ZLd}&C9A-`FC$p&pSZVziuWo^bxi8ha
z5kk&1(+yKBw|TnVueik>ea{B&v>2$0jV`;95cZoNO{a01tM65a#Y4)dP}F)6+AX;B
zK6L@ni|$SVgH*A`!~vPgA#SJ(TDYBCx`5EdPv}_CK)ACpymN^DJjCh%ZL<r!ZXqTb
z04)-{pu?Kc1rXI}0$a!#9aG~9{}cMgcNC^^Q!!0zuvNGh?xl80;N@}6=0&jwEF@K1
zNMkc=R^i0Kh3RDO(RBUs1j~iZk|z*Fa9*5;P;(b6^T^orGV_fQ3(JzEnxy)%^U+S<
zpANG!`A9eU=u_gMB;hM10Y@camU6r_`6yB1L7(Iul>}2Ir7Ut8s##0Bj8;xkSv$KD
zt&*o%j7I5ES@|Egi?W=Jvt0QAO3Z&o1gmZ#HldFQbtRXx5+~y~&b+-6t6Uie-@j%=
z!BXA1PktQiQgRuPs@BkO7NmGKl;&JLG@%AJbmsIrpRuy7+!TrI5m+#El5Ga&4_s)t
z&UdZqc{VK8*_tz)<pZF61#mWf;sCX_k@w%Zb;E28l$MJ&hDLInIy5I0ArHCIh2)eI
zahx|ldX8?XO-&X%-u5jVFzft0@zsW=%El(_1!kGVnt1Gh7h(RvoE|8wna0Y1kQ>1)
z5rHRQe#^;)fHv$VCh)l;4kVPOJS8%-!z`9~$QCA9kidY08hlLt@ir<xf_8stp~Ag1
z`I&UH$N&aJYh;QPFN~at5TbQEp&(Hnn9+ju`ho;uczF*16b=Ntv(9X87fWNy$@~+$
zKKt*SR$Me1PFxG?^ID5@>z~;sr#s*LeU!AZqp%}nwD(?}r^T%&+uG@9*OnWcInhso
zU#Iz$QTKD#C#kX`hAouw1M_lxyx=WO6-=8YZ(#U{ikE9`_vR}cWo=e5e&@A`T8k#A
z3M_F!LG$L?oE0}H8h9<Jphi`t6w-;A@t_=(D}lCVtuvlqZy(%*a0t}?>*-(#WGc$}
z(Q&OY@K+qG0oknL{{BBWE)WEqcJdHef$Q`TZ|DtzZD5B(2^t@NRHY?*jd3oTDJwE)
z;ID?;Uk)lxF8&0*r4S+oI~>C2dPAx6?x+00Y77^BCy4$IJa+)JIbb_{<8dOB<T#fp
zZLM1Kz$c)lhMY`6NU3%NYGD{j<8#OJkI5fLsQWWf31SBUOrU2cnGdqTU@k7mLGJ<!
zwtk{rvWS_JeqPj+Z&(7@3W;dM5hByi;VK&dW^N<e=<1pK^7{R|dz0`7KgiXC0n8#p
zqJIUqN(rV<g)bye))R5yR7v-x9{^u1hqz7Zz&^k;3t;^BHw(e#T-$@r9G{>5U<h3l
z1d0n-W?1+kW>*6HuD86_AI@!t{JAeKbrjJ3d5M2N$%G15ubnJCzKI8kaE~k~A3izx
zp$~gJ(1Xa<|My~}6~1Ht4RwLHxL+;1X+QQZyZ0N_CP48AKiVXtc$=(9bQBQBI%OsQ
zafy|9qDYZ1*VNAe0sxeM@aVW+OIkYHfXWf=8>4QI;ft0tS!yuJI5AXg?|jRS1D(s@
zL>ecLOP-UOO1RGKB!9Ljwpg0#GuKB=+}lx3!$(%a_~+}{-VNf1gq!arfcSx@9K0qt
z5fI*>6x>PGImiiW8ijhwmmJn_nlhMhNZ=(w5mkj?Srg1gNGkFkffWaQ{K?Ks03*!J
ziUg9CMJ&UtXvm83pD(4FZ@uAE)!IXcI*mc*(xO}w%hB9g3Gt=R)6K%`?hf6kH`r?7
zZhSWlSj-~AlU~9QU=_(Jb^^$aJqIp$K8$#Df3Z_?-m`J~b=ecOIQbdQw?uv51%A<p
zp9TML3-H8B%~HqlwLfW)soqi)C;h<p8Lc|pC8%{H){U}jMd#ACMQ{f^ED+tRkd?IQ
zm~cs)6tc~ctRsZm7Eb~vkA?lB1Qt=^JPt*;@c1eM4b}7h+`eOK5uNPy?WUKbnf}{!
zndfsrdHvj4S*O7THu6Pz%%>}{_=6<;@BO>;8sMK>8nq_Vnx}jxPs3}g&eD!+1{4op
zHp84Ma>4_B3-mgFqJgw<J3>`xOLkD!GJh;sOIs!WWJ)|jr_AFh>dEv>Y6>H?3jAYL
z25GG54E<}Lm_s!T6VR4;?SYm$Yb)^0X&ocmdJDYFOCAA^n}*$bcj`=AQ<^Gm=?DS7
z*-=4*OHO|wzs@vAK77cKMNX%FfadT{pz4S3D?xm*wlI1i^Tc@r+E5AAsJXEOh(0xv
zAyMq&#I-ct9fL`w^_H0i?qUBkmd$bOrGKK;Y8Kr}bYVoi#j<Nq=rc;jODF&oGO?Y2
zy*fFZ0!lt(I}S652t9i{5;asMK$Y{KDg;WDodJOi-#wB~*ar7fOeyMaUA+#JzzER@
zdC>Q|qdoF6j_<m`-D}Yw6fC4An?!NDK25l@vr*DLkyp>ma~rIA?=xJ8crW<UVU+@n
zgeREvEb1L0QbgI3ai!-X;EThLHZJ|zN@BErT1Nf^SM?R1SWd}41psLg4yt%`LRCsL
zHSpSq@nBC;S`Ahmj@HsV4~xr#VQh>MRn$yvhDH*{_X*WU%icJVSY8eS=5TP@Ukh!0
z@71l=6;^3R#;6eA>ZXGGZdBgh&(d$~RqFMhdzS;~y6Ce{<N<R^HmWGl!)#R4#8F3>
zD?R+dxfy$^(N@lEry_4gV{bmo*0((!yr<&2R@F2SFir)#kUc$nvYP?)x&xpP4A-F8
zp!mNqgQxtkRpR>$WXkhrMJO*>Fwk;h`JbiAB8J%aZcv?|uyW01ad}w8CbxpS0UcGU
z4I$`@jD0KAVwi<v+sK-YaD)hdUmX?_G#wC=80m&5yPV`s$TcHSpaYVF+cW7tbmDyc
z*;BAZ3r%^wb+JAUMxKQgDX~j~*?g;9oCg_eTPb;Mpx>bW^b>C8yg!~!SJ%wOu1ZO<
z(3+iJv^xT7(|kHD&zH8k%xJH~r6Jp$Va5)Ao`3^K`|yT<x^xQiGc!AP*V9`qX9|w1
zO<#>qo>Z}QdTx@mk5mz9aEo1ok?MiM2dk6h!N@SJW}M1Rrdv<(oTRA-lV^m0Ri=xg
zN%2>LVo!18bk{5{OgUeJdL^RZTZJ-tXR>0u?^v~@xlb}9(`QKaSplsv^35PY=?O&!
zBhfqoOOzUqZJI%)^XF_EF$jDj5;0-9XYNkjqv`xP0L5i~5Ph@3ee`a_SZgDwPkv*w
zG$!w4DTp0?MpIw^S2ngA6xu5?1xJNBLbODV)YN@o+gpfB^0S(3m=H1mPhE2|7Ep8X
z5;~Vpkm{oMM(Qx2JX1(w5g#1A8ZBg__i5pNw6q+&ENLsE6ar`T4b?2$CQ6o^DPM*w
zC70=Lz-nh)4a4Cj)VLwiK;w&*LkQvl@anM~<~OvruUk94|6~utW8<DXgmgTbqA*(m
zU`yODiW?gDK>;s@fCfb#Oe)l_rg`bd&&%@nV^P{skC~X%ZPtL*Fy*}hVv=}m!PtNq
ziyJ8Uo4rA6-HK*;ETJpBl!^BDyo!=2NS<qGGH79Z$W8>UnOd6xnT$qOE}pV%vY;cO
z+UKnuKv#vKy2z0-=7D{fGB<LW@8&cq%UcGV+eWFo!uj5|rbRLq&TFZ;faTs}*^)rj
z{<upw!od68B5=~uA!&Oaiy2fCu7#%6a_MSgveJa2MS^v3HTDlKPm}NTLN3#YM5!Z|
zWY2rD3x>C6hT2Ve-J`#K*?MJk$~jx|ttqr|_Y3k&F7k{aALbfG8oVEYUjr<k4g!S$
ze3wo#dvFS*hAO8hYHMXv-dXZv2#N)pVWV&v^S>*}4@VIL!T*_zlU!_^SsBkj17m5b
z%CsY$-y|tNjpqqL=r|w_aZ!t-QwE_W-U>EOyoBH!i2XB?FKD+g4qYV<_-$*m9V;&o
ztu^7tr<_DeUP!Cy`L(mh`}HjPcc3`eil?cm!(fDsdr%#jleJd^Q*5dd<~R1f!r%I$
zW8ih?^(%ADr)9TR7irWd<`1tSXSkq%Pg7bli~pT!hNu7|S(rbv3JVg;1eme3`bynA
z3xwKg^>#*s^9GYSG)hBVII5g5B?9QYxMe5;6+Mfyq<JYEWk7beDXaCI95ZLnZBHs2
z$LnX0<BaP`dHDM{*o5x)Mr>|-<8L>wca*K+lhNt|9bL7oQUgn8d*11ZQ~~?vMMLoP
zariuP<^>jD<k%E*LeWef5HUW@ICf}!z1^B}UCKo%SU+Qw0+_`bqkk&#q^ajc+29_A
zj6)y}#W7_YaVt`bXFJ0Uh^v329bJT8NFJ_$ZMq?`NhS!hY3wU&=_1Yad30>E)f&Jm
z>{7bZ<bhL1dof)j^Y%i*3UAod)np7ZJGwsPh2+NX9{VMMM_P-(y-WVhghlp>=fE|1
z;~jyj+2$03l-9_@I6vHFe$CN}4^~C`=GioOMx(U{L8x0Tu)fC_-{KbE@9M;UEq@n+
zqpeHo+m_At5{-`$K66<vUu<Xl>r8J-XzTfljl81eZH#kAccBR>0wWe|qL_$&6TmmA
z`V4CMyjhxlHdY{;x?suszFAZDv0BQp6lrr=Lnfq4p@Es6EQvR?QZj!KL!<LC&g9gt
zMe|4NLRH_2I^A4b?#L4edyZ37gW(nA3zX!mU^y2EIJTHEm_o<2ex9=QG0UDq24A`y
zG-g~?ktB;M<TF=j3EfO};NTr~?t2doF&GaxK=n}-{7f@B=%v87P`3!O@OdyJ;4%KI
zX4){vY>y*JCb#4Le#lj4?UpqfixUK!MVe|a@~>UPWB$$bq{U0i@}>?h!wBxza!a5$
zF9w4YuFppwX71x#Pd;pQY_ZDXADh%t;>QlvKbN}<y;HjJ>0?_*>jecdiLo}gOMeFN
zOlvSz`>XZ@xkuvwb2+5s@ijjybs`LXV<+Q~Hxr}G_`w7)7oOZBq#bdX`7sk&HdlPy
z<w#K-dZmsGiT%E&s{NNx)Cwrl2(<S6`NlBkh7X<X<yReH(+EgJ_R8W4N$g%SGynl8
zgk?rh0sJv^Y{)OR7W`9xx_<A=!)J&xbHClxH!rT{dyQ*NM}K2lwKu#+=E|riwZ10D
zYqQ2ywy@YYJipxTHekCDHtQjCe@-doywRE-aLj^%tG$TIIjUZOrXz5&LcSsvY+UPH
zI*GQdpIwLym^YUlLbKyrdr}npr-@Fl*KBg}bL^K5(620JjzwDj{*Dl$yeyd#0=$@B
zesUL`zJ~zUAK{h|VW@focK!n_ZSH~i#B~K*+D(ofUs2hbN-b2dK&sBw2kVX=?s|Rh
zy*ytZR$f@IJ2pv1VUsqNHvVGF#^_*4I4^1kv$P-0_<rmTc*bOHBtZ?8=+>d5ZEAfG
zGXbB{1wN`4V2`^M$t4^IP%;-O=Zh7GKpC}bN7q$gmD?Gding>>jtgtG7WL6p9DpQ3
zYNcoeNOV?GZ;!3eh%1MIq&Gdradr;`YtvRyp7-T9Frq4+vzZf8K?u)`+QZ`x8>X4i
zcOh9Qy9Z$^k17>ZaKtI2Da%!w_;*zRr?X<t@q;VKaX%4%khhkU=siSTLb41W?NF%I
zT#nrJsAZ;&jBxEFC5*1w7C1?hnB10k-IhTeNxk9FTAaW3Zj5tvpDR?pZLg5!)Lye~
z+1zS3destWycRmDS>1Y=XN*azHne5H3BLlp?8Ka<a9cJk^of~hZwAEVOo7vyhQCI;
zHV`)l-56d8>x>Zt<KF@w8J;OAK%z$Yb@7&&`JhCYkCCNX@cjAF3xfp{Y&1(PgaZ4^
z7t}Z|p4Do#U2xVI!1T@2NHpEHFhx*`3|`Lkbsta!dl;eD#Wj=#o{GCPAFUZ6K=0%0
z^q8juj^m7+dRfL!54iei`T8j5ybF9`N`y0mO6S)U-c#Y6uKV>fKb&I=KgCo$qB!tT
zBML8PQ~yw^Aab;+^3ayxB00|uU~1moVY<6vg^)OvaU89yk=m}MmX>*sTf&(=W6+81
z<b_U<m^13!#@1fA6GO9H;#Z&+WlUg)A~XmCKD=9*WU-@0STii=oE?IL)_Fp{AK9E>
zW|o7-j8y>)HTrlR5gc5LC6NCj#GEOnlo^E%WNb_lHR#VkSZ}s;Ny9*v^x+VxFwKTi
zi=--o@&S3=3MEfEW|kmJE+8O>^sFLEn1lZvK0l-uAb~T8R1pft2Ji+9_yK}!K9vkn
zhFGVM^=R2+>}3LB$_bVvrn>FT_V(rMc6u4@p5m0Dux6^@N0`egD_iZusi|+G?(kX0
zj@AXH7OB5yh1gE+;?fp62HaVuCY{T-gR*I9nZ3@7Tq^pVl2o4Rp&4ZQcl1>;|1K`h
z97%)l*<_1vbKvI|gVYmu!r{$9pFh5~l<Z~rTsK4708p+if{hVxK+%>Gm9oHf9k@y-
zd4|BK29Txjt=K44+N?h^m_(t{6x}C+iwM?}x?++pq*z2X(9^%Pzcu3{$BDzr8A7~4
zKy4qBm<ZRf(@#(+fqcVi&J6u_MXM)I_c32iNl*s5kX_QaR)vFMF%yR{LCvD&pB&#m
zSUns`s6JATngHcROaZUIZWvenW}=kv9wI5Wgb$)eLEMRbI^itdehec>f66NV&?_!B
z8QP0{j43YKh?Sjh2R{Vhhz?SN&<l8X_;z1+&v!caSeg;<RC6D2I*_*~`$+?+|3XjG
z&O1&A1l@s8cJtK`O$P$Xi{4~<5)A1TSZs?%kEP`omBlWZkAeL*9vvA&KVRk-zrI}F
z_nd0$BBH=q7?V#PKXPA|wh<`uOLqfn<u^Fzft=ZIfAn-l@<Invy-p#{6R1_MnwO>+
zk<f||{2o@;us6;-)d4b}K$djGwdS-wi(;+ik$aPZ!BKeOA|;jY976SmNlK<yT=m&W
z`gaP9{Z^tFH{W^@eopiTw+e#SR;D<rd6Gr3*OBuGDNWd<MnD=i&?X{2!Y9EBg_@+o
zV!A#y=-_uj`?y|u+x6?!Gjx{NC-jnwv&HevZA4~l(s&l<o(e?(h#;TX9>{)*LBOQJ
z1a8i{n9r{Qha^rKt8+9tIND571IuCsQX$$OV=*A2$$43g6Exph+f2E{W^QBsbsbW)
z`5W=G`;<($_x9Cs;J~@gtyYG$(V`xBUD%pGRAZVDh{gP&{{Z9k1+dQb?$y(90}@%q
z#gP3rkS5Jb7NhGn_;X@aFjY6Mg)ofaclN3mKMfS&PEJ4mjcpZo29h!yDdg{qu9SkB
zGad6kR4jXQY6kL}iOkHj_BNbPVZuenouu@`E7CT&Ol{ieoN8^9R;Gy5guz(LI$^xA
zQY*uzfi&(^xYp*URxAd{E~KpN!Y6)za$%=K3w%3G5cYIELR5lL#xYAR_}30{2s%a8
zV@CJ&&YvCCuBMg1P%gL7*SuHJ9m^fp?%z9}yNYgh+>nXnGJ+`PZY1-1SoLb*?)Hr*
z$DSdB*+z8+e{zF>3*y}%D%|sXb8=Ub{DcsshN7U>4Nhxh6;+^IpTeZncfgz=gSU?~
zBW+WXD)g{fIZ!2@;`?b29<8mD0CNhXzxePZu9W@^7!oCcg%8w7;iLP(p(DvQScqTr
zvXo-Q*Kw2t&ZzCe&4IOb$azi??BR~#6%xg?3g|5%o|@$={WYoJRFw1_o_Q~J7raE^
zWGuBdyBi^^x?9dytIP-6(4A<8`?cJ?1=uSkcWcKtw!Y2c2?Y<TK5hHSoOH|oygIxL
z2zlC=v8cmVL}G2a{2fy$*gv@Nor&<5{dwYuObYLm8sldVGTgmYRMh-D`>W~$>p5|_
z2&1}0>^!ET;;7i1m6>{gQ$!N8cL{cgcmkxHTjAmL4#0fykTE(VI0R!P;S5;S79h0b
zVnA3Xe-H+cE(C>8q6@LZgv$8T$g&Vbf+6?0`Hc}Cf))I!QHlA{c+kkLmCg{u^6dQA
zg0rSd|HQ+^VW;_Yp>J724G0kb)Ixx~y4hwR#P0h7K905jh%QYR1*ng@BR%I4P&NbK
z7TsJ~wp!n4oz04G6H89OL*>ezz%?D~<6T#-HJQA!4m>R%U4K`$KD$x!e!92xYaoPI
zm8xLDyuVkr?1+MFaC3`G3&u7Vu)EcKX{5{P*EG>F(A6)_8tDtNyhIRa3DXj!c9^ja
z>SfFHD(u$!s>%vKbAJ?mAaWP4Ch}N|Ss@e}#I|X2(Z+<O3Q1FF;Y#n$@du{S(V}b)
z+qkXJ{jhxx1eMXD-ZzB_*8{XO{EcGZPuMl8L;Qgb#9`^ap+gvl(3~nDRl*gGQpFpe
zIeDJY<Qci_pSqkf4$(^knWt;q2)GAQEH<w%pJy`2U@7MdUSpt3oHWt^t23|=@iRfn
z8VGWleG1MKt?ySLEsrCv{$R2q3P|Skm#(cRLb?@uq`*}=rH4+^LlCvs3!_@3m;`PQ
z8i>My$yH9y!h6f3C0yWr&rfX|*Y=63!Dwu}%+cjxly6k%J}^7%Uyb2iYdvWvqWdcG
z*clkyejM)t<T<Zp#!7=fDGC{+xxDb@<O++NWolP2wY9d{@rRbJwFOuf3Dq;~Jm)3&
z>s06HkR1x2URzdEMv+su$&fI$W_6;@IYPr_dE}l#-jL=ST7cnBEo$a0Pc1p?!Ob-p
zMl+lNI2~pp@E9LLJEs>->d!is<>EK&O^vn=pgCxxPmv<McRjbZru8yD0%j&7%k(3*
zSSm2VwzvUYlOC=w;9*C<iiroJZy&!bC(AzzIhWX;x9Okm25PRBoUVb-&B6r^-@ClA
z+vWSFb+KZ1o8BDq*;Lzrp{uU8-OyO`k$zEP&HSWH+FoxsKHML_bgWzT!!O#LyEWyw
z@^$p-|FJZD+Zz1cyvF);+#C^Mm6k*NE4?E?yYxUQ0{K-{l@;4C{A6JowLlc5?ie7J
z1C3eF;IEn;DWETnKz5upa1Yd6l(HOcA>q9}T|}se-+)N+48B-;vhe0VcswJ}m(G(%
z=?xt7&+*IxwGt<0tDX2`e5c+ugyA*uHpfQ0DQ`#HaKiEZ)!EBi@(p9<qxJUfu#(LF
zelA~4uxaF$()F^DZRF`;ed(0$Mh>A4ip!k&+w@3C`HZHW(a+wQqGfYpl6X9Zn9POa
zIw58590;LMgSZnB_iqbQ>R(`B)v1C7(lFr$=|7XS;rCuGJACvy<G1yHl@}DwgP17g
z6O!;rjSE*ebxaZ#s|uu6zZGhZe52&>ctyzXQeg@cTJiGt2(s${h$J@WsL^O=iwHsC
z-BN_l&$;;vw=m7(V)+FzOEbCrYD?iP)dUCkjje5ME39Xr@H}5MQ+-}$zc1mF|KwAm
zO>-(DYb~pG=Jl{3JuNS)wu9qsu;u&;aj{~+)z<!g%gXK>kE#aW7ZHe#$?j0;W^}Cd
z)_4m)P5+1)Rx%zR`=!7G(wL+<W>&QhAxuz$U@lmo9Hp7*C4eF#1YaK(m(-?zNCDFm
zfznbl@aXj=@Ut*siNGf9cR-IUSMq_~4S=DJ5eKHvK*Wt_ZR5QWI*~It%7L=DVK1ZB
zT;FPSecO5>vx?fUpXCsBFP{C}P0$$EaI^!DZl9>#F4RnLZ?lfd7~Ee)&W9XsY6mxG
zx+u@sZWcNPS(cwtkR4&LX2g*s6qpY=Qd=H~O9<QJ7S8`a#@+$Awx;|4Om6Jl*vXA;
z+qP}nzOilFxv_2AwrzWIpXdGIKQ%KoNu9I1d-YoVUERH_&Z%U7x?evd*t9i}34Mo+
z?{*MPxTsjM(AiRETW3^RM6wXEda^qV2XSngSP-RFQ(0g~@RwW)p1c8(8-bf(7CwGa
zIVnr`Pa#bojZr3hu60tD$<h{JvFOkof?djh-2=$T1j{(gj0O1Wfzr~DxSsgyCvcve
zen|I(_B>Ns7@nRZX>f{W{tG;%?VxVvX#^skyC_}|71ptC=!cM^CM%Y~A5I-_VGR+N
zW>aDBzPaxT0<H>#jq5seG8K)j=Y{*WDzn#5cam}_`3#R%zl)<yPx1LJP`%9#-qTKb
zDe#N8eAv9i-Q>V4crB)J_eXDMUuAy_d=$Eizp$%&zjs+C!&o97p$}bkgkNy1-K=oG
zO?EDuaNMB2T(dzqX8^Q71rY9Y#IVBa$IZga;_*I%%QE_^gX3x`2yzJO@s}luoh_%;
zlM~6UQKjoDPK1>ZJ59?6!YCJ1I3nV1fbB1Pm~co8T4oz%UnP1@y?K95U2V~B<fK^x
zz{D@r0(u&mFj)O|Gqe;_+F}HPr7cEJcmd$@3kd-|rj|7E8;5noIu^|Q`SUHwbl*ay
z&pu2NPgdfFhOxmX35EK{)0irUo8ONFP2G>$k(%0(S_>mpHFPlSv)#sFQ$tEWA>wW?
z!;19``u7RmV^S*RQRbZMZLWcGaS7aS9EL%FCB1?8sIBf$gd}Bk!c4stNSx9h?`gUw
zUn<a!0$Z~ErK#AhmNT2taUr`J3biPeoajt6_6i%Raw72U2k|#!&Nbk+>MCG2ToW@d
ztNQJ9;kKgfNkZn+)9sJbluQ{0EG)L`?NIH7O*zN9;@VFQIT9{c6D2jfiL)-WmCz6S
zu{>Mr@{|$TmRo1V?3Qvlwh5dn91>fux~h)5iH4c}-mnMjF$W2CxY~*#?YHj(AG6Ob
zt1fUZ)$a<ZG89^t6Svyxf$?!>Z|*UbYEGdF09t4+*L49Wd81Gta#P^Cx7YkroYW!D
z^P}WQg>KX{sVCW~D9?bobvV(jf2$A3%29&dnYeB{K3MoCyb!O5oV{C;9vkYFAFPnJ
zC0!VSt?ZqvJrX=BJnED)hff&DC1Hz1hdbk+qkc?$(tQ=^96ZScf}?<{I$Qfl9TY2i
zN*yT=2qC%0&XK>{io^t0W~k2nRI=OX_i157F0$Rz_s=Mf8|2^!Vp`_>3gk+FR0si8
zC?rtEZnpP0T969exD>#M*IVF~xJ!(rXv2rO^fBqUcXji>2Z#Q{UwH6`Vm`hrgN?Si
zu|;IHUv>NtObwAB(~0TGx+`H%3$NqN1!5OeBCcHGahWA+Q@E;(Ti9_rxiY+E=pu*F
zBOTl6Y~vG$OTgT!p)uKNnR(55tpuiS#cv;vIUuu_))K2e^pg0;IZ+fsF+>EODD|9f
zh=VoMPzzY>uYII`XV;m5j??_pIde&_D7Jq7-zr6e!gMU9+{!~Be%ATv8pBGq6YIv-
zs82Xgn6OuejSeySo3QX$eIT>l@#Me5?Drd6fIKMahB6cQDYTi3x5YNm0UTrj#_<gp
zAtJvDap$#GHnbq%P9$t!;6Me6>T)WL2f&(6RWQABAO{2&hDNKdQ(B}Zs)Zs_N6WnE
zR4^_~BZA}_d>vhpq`sK;*ykOYZe?ch^GF*D+OhETo#670r1FX98KbCC!?oPp{Kk-f
zo<Ab9lF~#&<q5$H&i|Y{^Up>?VOKm@&B?n^%@(IJ^{3U3^nV(l9IF-}nFki?F%9o-
z03+zeevt!?^vo&{0kh)=SOSJe5zJLvrj~>x=S%tX3s|`1rR&;Nh8hLfU(GL|L5Y#-
z3>_!TVg>muc(?Ij0%fg$axd};p;Vnh)|cd`gYpU}0JdaJxna-TtMVZ^L;^OM@oZ3`
zBm@F!9Nci44RG>RR(qq-Ue@5<6(!^eqjJTJ?j4c{h6eY!rCMp=4#U{xqkA)e$?EdD
z;&`$O7mwU3=?A7KTz+Otq&<b_!{g>>qY)T0GCNf5xCeejaW#wUW#WQX&nal|Mu46)
z)J1o7>nf9wT&Mi&`!00l=*+2QfzqMUGIk2cr4fp~rezKOVmXdru=7dNiO55W_Eo}3
zR4xBt)2S1Sm{HsO?}8|M;EL}fc97)p7bLBUoaKT`ex7ojA_ztFyzoh}frsT{oqRmU
z=Uu4TjRgi%a=@)4+yQfiTR1?bIfsJU3bC7w&(~#*rmaS8Ra99t{D8yJRtL7YQAMpw
zoyZ#X_pQNgWKmkw^>&zrZSu^P`2L1d>Wi)j47B?qKwLe$YK}`bP<xB`QZ`EKO(}^)
z7ye@bL}^DkZ^Au*6B8%&<h;|C&x;a;d_stGg^f*AjCEDP54=8@P@BomfL0JA*&G~S
zdX0+F>S=$!zk@q`=`1{u-;UdI=fze`Me+h`&^{QIW^lfpxnN?(y@8Lwjlp5L{Gh{8
zXj=NMU2hXDzwCJ7-q<|`Cr_tX<k&22dd4THnguxDB(-U@ZE)=>^YM>pYDc_@mM3bo
z@C%(+T-Tt<^*ie_jj=L3<DQXg(Bmy~Sl1Y6_GKuxSPo8#&4XB-OdFSHfqj`R$;BgC
zo%iB{5kU4FR`R~J-#lTwi>O@@HaKJP_hUzyhI2*096uW2i^PA+74sbWB4iUc&>C#C
zZaqE1E_Y_fD&6QW1Wui<L3?mQY3``@h5AL#@(fDxx%9#4h2I|srJ+KqUOU(=^|xMn
z-Oo<<d`|vxFAZdDt_m*Dsj!AQ^sm5l)#1Z)|4O(=gkf(cRF-|dfH|oK?T|^&xRgHK
zvG_<|y%0-QK;|C^@Kvy^bb87&Ws);0Eh_U1F8vk0dPXj!l4FwkGg*A7S<5<lY?N*i
zhZ^wFcMkw4XBZcH&@K~X$ceg)Nt!{HAYx6t*P>N(FGpt{Y-GoB`MRDNJRTofLI{NR
z7kegjBr2#As{p1OXINE_#|_`R(L3emPwqgT!3H%~oKA3W<SzsjK9PXE4ZeWHcSd2E
zS#oWZ3B_N4$qcMotlqtFoE*D)e|CTB9p>tXRx{xeDJ;|(;Akg{UNFMS;Eh~Jb^rS6
zBEV)}Uzh41zk|R_vnwlnY{J~zfI3sl&Tp<iGikw|b!n=OQ9T4eRbGEDx5#drlE$e0
zz<1sJ{L~07`oo}O^Z0C!N}1T{A@my1O@Gf`Ou;AS;(HZ1xvFheKO!F2b6~ru!rhTM
z1ALc&V~1yipSTiiTK?M{n}bZhi595`fH|s@=yW1}Ed;S2jZVxE9#IwCj$gimg&{_?
zm!h5K1+FhiB@cmt1SM^UE7!#PgSVBGtKIQyi1*9dz|GUb!|9;+HUDB+WlOuABD0;v
z4wiMYp8707d%fYY#TI7y!*~c3__sPuN5ajo`FK<^{!aL>KIfMqX1h(j_f3wYhN+|F
zqwfzoog7D=+^hz{%VJnVH8dkXZ^J>qsgDBrXbN$O<0}~Q$n}ALjQktbbA4w^FcZ=E
z6frVEM<635$#_<c&gz{h%nLteq<%n51FO%APyCTeoY-^_r6o_IT=AkBbKg9A<IKK_
zA+2~^%B{(Y7jO3A5lvZ2(2p~;tDe*YGpK=M;FjB09nlx7&B!!rk+;0~1D%T+{M$_I
zN++F89v1YWCg5cWSlr(*rQ*SX5?eZG8;ujvBnOt?N{%s>d~NK~xT=OdX#%0LMLo``
zwqb1K{Q=?0j4M@L)m+qvnFt9WFhyI_RM=|enlykC%xPwM3aCF=g0z<YJg}j}_5>p5
zY0=`1MD?*>Knf~M_*J@4+soxN)0^wzPYg3KM*8!5RZFBrJ|iiC-%cbJt2cA(@!D1e
z_g67>o}uIR>3t^L7u|GnHWdvrd7}-SP-u8UEGp<X^fB{ACVQ(LIbsSH8lT5fB+WbO
zy;~2^QuyMRSVj(MxQ`Go1=?be;-DFnG`v{2Ws|C*<pjC<(H_GkWA_8^)z~uWETg2H
za2?jY#&O6xG2GbPZMh~r6_DEG?odo8zdR<lCnyZg>{Cb1d4j*h+7Z6}{Af3oQ#Sum
zOzp(Py*}(ndwH2#;1xzv50IFe4pi8DSrZpp9ersv2(m_;s;ia8XGX5^?`BSx6P)#Z
ztkuu(&b~SZ-G`CfrOWpFfuO;~{zH{4yfkS~7J2K+Ypab_nAa@JR`*lNknAhELlK^}
zPO4Rq*C>)EGp(2LkFVp!U&XK0Y71FJn=U)7)z{Wh61O-UQy!8S=u7PM(-%8G5qQDb
z2yFI=x`K;;bHmxBn>OC7ZZ^Rug~GSA(VDfIA;cJ>bX6tAGQ!c~fP1Fc9C^55Pnp=A
zWeDC%Yr9i+|3X#>+^|pGp59|V#dg=@3oqs8G~+60nQ9CRS*)^5p}-0<2f;rjH;nTF
zZLc*r`o;ym1vmEp(GbfkSDdVeWp+G7-O@x{`{u^(zjdwFk~|2CxN9Y@N$`!Xew`jf
ze@g7!V~P<0Fa~Odq)p=M5Osqx!DzX&tiangw5*P<ty@`QiiqEE+<diw3;Ynhbe_J%
zTc=i`$Eh3Is{yJpsA)3j@7mjTJYPe@acMDNzY;@WjHihc8OAKIF2CL-d_i}=LoOv@
zBE7_?O-)itWmT`<VtQ%yR0yg)Z^#ub8F3|J!F5;|z*gM|=w`XI@>HKo42tRsrkxJ^
zq(zBIlhPtyXXG>Sz4L?uz6N?nQU=LT1+bJiND-9qLrQWl+?bU!Q*I^RNQjWYEj^~n
zi_$g&V_%DwE}l7Ya{O!%6hrO7k<9JF#`SjA`<1M&x+x90q}0rqfD>|FuS$i5mxAMs
zVkAV)RGF&N*4F#!N7{qpw%+k8nS-l2XhmXd!rxNw977%zPrdTTP}j>@>Xy@@i29h6
zoY7Hd&>SKVQ>u*4*WJ+XP|-8;GNe=7-?4i^oy(D5o~L`Lpox`9wn9V#^qX2|{yRZF
zuRuh<*?&I|QH>-Gr;!i#)2&xd0t`V^?1{GeA6FW*f{aIIDhmK|=0G*?xoV=i2($z9
zZ##0Jfl>tOr1336j~l~I2*mZA9}CQ%0vCafNo26AfVv<aOiLzy#*eC!1w9xzrl<{B
z8dKA<2fYLkp_BBX+}#qC;pH`BxzC1==1)g}OWG7AA_&doXVLUmC6_F`CAB#hrde?(
z5aR;$Z9jx{eQa*mKE0dwO(*xQWi`s^R5X`s4C|nebPObUaJrODW}uzQvEOuu9Nv|_
zHHrTTp-_dla{mD2QiV}Y&%-kpr`4lAwP0yjV@`5;CJkk@r5wut!UY$_4{`>Ts}0XH
z%quB~ZNQAAB&j79fGCKdy-wC$jXu#E6j-rRYgalbM<*ewP4p6DtaS{DtTlUt_Xwqe
zsPUQD4OaB70<R3`Md`~Ue+=u}b=c*z6K}_x3>TJrFNj0REJyt4&M)`(bZ!fAfQ<0B
zMAPg?NkgXcz!ek$v<n-p;AJ^{DWsC=O9xXIKC{}q8iD+d^?>2E9o@OGn>6tGlXtT&
zWuoJ)P2L-AqkiCirvp2+JD{?tW>QLXBy&Vj1@y`r48tK8UR~wVo#u;vg=Xo%n{l}d
zS5g+~44ZfLN{A9sfQ-^0SScG^&=PH%T}vMR!Vk}n5f<Ha*fwGNDg1{PvoC*(n{|^#
z7nDm&EwC&$A=N!(Gr3R5^sflWw*d59LHJtTsf=u-48N}$wQylqHX}KS4Q=Q2vmI+=
z0l_EUpB3)Y_f#@Ol@x=o9VHEL0W3_9+T5olA-7ZuksrmkE?b$eRN0hjn7>+ob}@Y(
zmcnR6{dm$Q+pqj{13Vu)pZYG-<@P4~G>2zdQ;jSd82Z+v3n$OlgR)Rbx^&qCV=Qn|
zy`tYhoZADN>nqaHPYxc71PzGDSWNY5&J~Zs00YAss3|5`jsgUTynM{UtDGB1F3a?b
zpke;j)sT`N@fUt<k@*3ek$6kaI7Jh338~t9(r7$FMDK(x(xpGx4pKY7(T<d9e-5Nw
zzq08PJ#*Z2DQoWRv+KCDngtVIxZc`IwV;aQC39Sp8rfSXTzI|kUW7+DqgHGuPU5-%
zhdJsm)U5!ok!-=0LQiYgsylGWi0bXTXusO(PLFblRiN!DzZ+Qvh0~bSIREuljKZq7
zk@e8uV7}De29^#UV9loa6afiTE|&)w-qj9E9vVHdp6}0-QBkHeF@uEB`TUS~N)tR-
z8ChL+dx0kP<+ONRouTY<J(s0UR+^Ywatm3*J`o2bzdkg6TnF^#Ht6B}jxVBuC}WBh
z4RZ5f9Vh8+S2~JXSP+z*n^=$>lts^*<tUaP66ZTHjPNmaXazo$1sL0gX;|ex;g*9S
zC+W~;L6#1ng`3cTk+o;dM2e`Ne^~s;{`m8K=v(XVQKt#!+Re}&Ta7_{Ksvm^QJ)>Z
zZMSZB=$vN^Z>MC^w7V|Wk$+0NZhDCrMd1&p1@SH(RiU=p8D+%TMta>qW%VXgM}?;$
z_M*_xj~Ssqin{WO72<k{Nrp$<U4)9_V?~eAR=e08E>j#&8E=;_8*h_r$#*Z};dR7}
zg@}CR0c;aQSx~3sbY^w~18Yr2^a{YyO=BRa-1KGih&_Qn_d~+TfBJ&xEH<T-;mm0-
zg5u0U0wNYsMZicbP=o$R)-+ay9M<>gCTbzD7<n;AoSGD&UKut%(9Ym&Y3uYT?&=sO
z4H=k<ggmRL0D20f5qY#6UL)h`XtL57JFJ~xD+^?*IiypsFD!K)gKGoYX;53Q^Ug5c
z>NHSEN%Ca$?#$bzS{j=ITl{VNnVZ$xZS5j;LJ(g-VqbKhNYb=$gue^5cV|G(RT&8<
z4Yrh&l0FgH+jkhABMf-s)Rwto-Gu0Ay{V>l`5P>k`sk&J*>c(<!+nTo5?=GD0IY7p
z8kbcmF#+yYm99zex95Vzx}GIt6b3HcpGat<x`}Woc0lG?V-AZwOB)B`lAnjwIJ^-x
znW3B!F-N1iQ{cE)x*-I;klpHqXn5yXC+gCVSmm>neJP;>OzE0fyA%SKy+Fi%FRNK0
zy#APFO(fbW-iIeUKpmlr6_||%!i`r|SEUu!<4#pgA<i}{mtfwv7rGoH9>>ON)@tb%
z3R+qd-NAR>DKw`rT(Vsa4Zi}~=;!O6*h|;gPLNn|$O#W-Ao{P_-LktT8vx)eyn<3Q
zLylOp+WJ3^vA(ntuUDX5>4a32ZUfl@osr)Wo0IZ=NMdwuHvS-<V#fHh-G}PVfGim;
zG0io6f3sRhR@q|Qp!{6FcdHRLnMHPxzO%v{=@ZZpq16S^Zx9oThuyVxrF)cVsY3G+
z4H83^D{TkWPoWPt%q9&j?q?a$3BwKXM&|j6Dws*?KAH$g=_jMNNVBfKZ|gk;`tHRn
z#)=gRzn)(nreCk=$flBDKja{TGiL^AVRiZWI2l_EYk#$(!~JIgX>ny8h}3mA=T%rl
zXw+cF?4B*^_I2?1`Ezb4Zy}75Vr>V4ZUruC5RG_?Px4abOKOl1>wY!F31M%D2eQ5?
z(>UuTGyBR3@kwz8IhL(r##IPk8gLU-V33EBI8{U9(`Y>%YFzloIhL-SQ6qf*L7H4g
z-o28e)l59BV`TY<-}W<Kr-zIX{a#vT%Z=`RLp~TY^$6C1WaAfOYfuCJ))-8V3Cc1G
zqbc<MpB;lfDxl~!5EUko-)o}NzqqJ#c>_un-1EMK8f__R_j}eUZ|a)uT~~Y$LOcEL
z$d9X&M&_{gJvg|?WPB&B?-+--cp7n+kyT>}pKBypLd1($Qx9i7VZKlo6i)dA<4$?D
z#L`5V7|LMHBpOueRUDI1#J)&`)jlGiiGs>>ga=uqDvIh3Q(jzphfk|h2s$Y`E!?;`
zSc*r}j4m3~EO{n2^qy9xIAA%9m)f(RIy}F=-~(g1DNXs<y`nE?xL&>SbW=lz=@>B`
zIPLp=n?Nt!Z^YA$0BE5AlFqTpsFtGQ-u)z_9XiIe{6=7_#C^<t(xhBqWxaI-3>5Ar
zla!Y?7B^>BkT>T(DzY{^o_MZ}blP2aj%+V45#Nfak-yP5n56dVo=HAn=DHM&yol$1
z&ftCU5q%EVKQeMq%!}O^z4ZX8NLLf`hct4eXU_ddq4N*#T+FFG>*;+FA%EGt&fk~K
z(MWX_luvZI?8H&Ne^4+%+v=P3iva{4>0wKfw?n?nL00j7as}!HX07XT2p0A=x$P>r
z{z%kp=ylND)rXuC0CG{?Q5x1!bcMNffb4>lzRkUUHf`s@2%lqM<U}iOEBHwkiH{K%
zmoHDBh7%`zY>KbUcb0#0td&rbT)ShMoWR;^NVdx9m!#z7T{xs8WPu2=%Em~WB0V$d
zN}h!k{-ngn#4_K&oD{fAa6&M0Q@NZ&NCYc7TU{(Ie$P~#ADX+&lAm`!b0E#0kSCWG
z0S8?;dt=xhT@*jl`J8KNpCbOD0|RQ^X@?fbdcU_ArYErjy{U(m@S>&q8nK<JTu&Ns
zO%=-NAuPvDXd#<GINkZ9#a#{OBaJ}rdUP>-Rckrjhd{!eEP=@&{lyshIhOop=$1ex
z7sUy2**WhKU=ok&%w<=UtUaDKXo|buvX>6y`pG;{ID+O^LR8M>&v~>Vn!#!LxGoP~
z>)?Z*pw&FS4AP%Ni#YQ}SHDe%;KjGk^}m$zJ!hgSO~vHmb4Qd}$@Y3S=jbb;mBKhR
zX1F~$2>1Fe3D@;>Omu3Fdw%0`514x*&7=JS9%t|Zcvw?g+V||sgF1S1Dt~#Rxnuz2
z_GeOOTW_y<$=s@bTqm*W%EV3g(EKWO#?h%m$zSRM1z0J1XM_BIqUJKP{vU+eZ>+7f
zp4B(WR#Z%wUs8lZ;2U!5WbdY6U}|Gysc&OrLB(%lX(;BXXK7~e7oclorHn`SeUusl
z?e`A@B#rQQfN#vL5k1~N=-Y2FE}w(JU*s;^U%Kr#_}0YXyZCQE6(chfQ%5`&T3SdN
zRndPdOn)o?1ktlHvvk8F{f_{=|4~5pZ-;MquaTpHDISfqjlGqgB_xfY(Z3^6(bF+Q
z()=rt&)US&2#<>H@7UkU`2RusQqi%|<54ltvf|M(Fn_<%(KCLdf&T^g{_XWQkiD6$
zqmBJHM_AAHKgw9X`N031?91}M=Z#;_!RW8+|Ic}o)N^nYFx9iiqhtC`SHVf&@gI7y
zqP>&RUm5?3{T~^4|18q?T&kEEI+{A*Y0$I&9sPg*GSaf({eAsy`)g%j_{$~!Mjx{<
z{=dHd_5a)Z{~nKpi4E`Xi}gDS3nSh468*&<v$Fiph-{31TWJ5W{=G7@GU2h%)Bn@<
zKfV5^#LUcs$4p0u$Hee`{Vp@nvEebWvi;Nc*Y|JvJIZ&We@lO(|84!N{%;#I!*?d%
z9*nGX|77`(jfwdmeg9<mZTp|G{{NNezw`Si-gnIJ=(M!|#~y&B5wiZ~Gn-kP;C;`!
zHJ`PE*?%>Bua24hf7XwI{{Pq$%-@mzoAxZ^>L{Y%_)U7ogZxXR7E$=l{@X79*MmmD
z#?r=K!B)@UKUM(;I(odn?%%5{;J`qSNB1|2e=78B-*?!5RT${-=>7{q?Lhy%dH>so
zp5>ch{a@Ya8S&`<Cjk97UHZQ)%y@q{$-g50*|GnKQ&gn;-ar3ZXcQG0zxmVuIw&gA
z<1zdz`@5a_d-ng^TUAEi+{nQ3-|WP!zLk8B`j6)C3KJgvf4sgc-(vnF^Si=;_pS85
zx_vAAkLGU+8{T)S|7H2!2>(go+w#4i|3!BHojO^28v_L+M?4K0SwUeu8bu@5@7qqy
z>YKbR@Sm%g*8g4=roVCidsY6w7~FL9^z{GU<^N6H9#@fwUK{?|2{r6}Oki|wyL@G>
zTf@s)XJP3B08y?BCk$IF7@3$jtR`nr_4WI7Mv9q9KB~tRARf1@^|VYxrRnmkhC6d0
znrHLtV`oWZCM4U-{p<NUc>ouR>`{LP+=jm*vU+AQ5<zZhGE|}MS;`R)TG(hri?$Y)
z(j%Dv8Eq%K`-*OS9)K9}371>^hS7&(X?XP*EfN?3hQmB<FodHz;7c)Y*0iGku(|o`
zfi%(e9Q7-pE4H$($azO<+K4=|k#26G>R6p*W<n!pOcA5PvdBVvhG}wXwF9D666APP
za;Y<~tfTTHT~|UfO;{p(rB%gJ3E-irW-bMCnyKkzbld!c*%?E@tRCItS9>0&(#6)G
zFaa^`z@YMV)i85Iz`2a0l2zYVC^a=)ZVr^qq6nICs`a>IUFuWWz=t`A5q#Ok4`X_D
zKd^!|5e1Ru0(}q(Tu>5bATdljOWL>v(66_~l79OKT-T0xCd<7AgV$>JWbN*Dy*r#f
zUZDFQFkzUQOH%f|r=lzD{)g=#ow_l-a>v#3Fl=QFDvM!bBnUt#^0}Crq87vD{pa?M
z_d$TY5l<s7KhfCdkgzQY%4qv#7VI`IvUQTC|19YJ4l4fhIL4tg_UEd<=!#iFr=d6s
zDK5tY;fSVUnc51bwh(k=>2aC|k^6_T(pn~1%~ii0I$%Zem-dHMF5WL?5!h`7r`HaU
zOvE&iI-GTXK#fcdX3EKqXWrdM7d}utZZM!E7+H#LLeZUOQDn^5s*BPM9;aQ0=n+5x
z?i78Yy}?_rKkW9+T50Tx0v}^z5WVa*RUFtBdjt#I?kqGYYVuK$<!uju`mhU6dORUJ
z5;733YRoA!70;5~r2Vpb{ABTKM9Z|uN56quf9|220n$rssr#NdDosI6QK?-_de}D%
z9yGFt%z63j`>aNd?$qY*v>Ok395&**>WS260jICoak&8KYq$93SvDhREoIX@yR=`2
zRy1N-qNNtDy@E;OSfx&r#?KKO{ZX(@t9yh(qg|FocxmU&oWbc;h2dZ2AP)n+D+-es
zM~(<RDqyb1ZZA2d{Cv2vhGOT9>AD{xQXOzntN4}A<AbRIA>n*E-TtRjK#=`Sz1UsA
z!JKSNTF$L3;P_6Ntt-Qa-m>!a9Xq=g0Z4Ip7IvG&5!Zr~YQ~EM2aQ`lO8-I5$HjKd
zYGCeQ^fG0$wQjj+Y3gV`I#qWjW__BhL0!a{jWc`o!5O~o6L>$W;`!xZo~P+dn(|7s
z;Y6pE;fh$LZ(*Ux%`b_+)=>8{j!crJ9zLOWnmf2to!qoGEsgix3H~B`ijlqqNKxnm
zfFtP^7Gr)~mbS)-pbeWdN441bd{EVD6|mLvoPd-9{RNaiah;ft1zi#)=!p5HK-qp_
zsZh#7e$zfB88h{Ww_-ctP&eCl&(9Ynf3ZKZSnbry-^jP3(JGg?kHLayBrU8}i+Q@O
z8acGE>NPhIMn?J935g^iFe5l6H(D?HYgT7RcQ7D=n%;pahs%nv#F)@l!!DG^32h59
z`Y-Hcr=kk5qi3X&1Kz^GI{zOVmoEEG!RS!+tNf)zkryyl1dvdVFxH>tcAtyVBh@V^
zuokh4IgF@;7Z>0lbPc#Luv}&n+*z&%pP}5lK|PTVAq3L9UUmi&eG~ywYB`AD*TIjD
z1#-2-f3W2c;G%IALI+h<vrvxS`5A>)M?YisGJ>;H6B==pX^&2U8*=EkRr%#fu$Ism
zqt48i4M6ctx^*RpF%|&%9cX>JX|X{`3c!VTj{9=Gi$11%!Pjnw*W|?AA47lEp%U{+
z#7Ac>=0HcM=uKT&(RWoKDnUOSA+H}@!(9R69FnaMVZir&sPjwo1&#!<leQ;b;34-g
zyEe7B?yiE<L6+fTjXEwl@rw`JX`3c8*)HpFp5Xg0jerxZjwkQM9uw$*$1nGeE5<Kl
zwAV}PgZ)0Yu6l&UWf=f0(jbF%*rS`Tf$v)=)V$bcMwqv%@r!?8W-5mH{L@Ot+{nDt
zpQ37mul-D&Wgui*fiMKYD|WMCRK|ds9te3&VA~JY8*>)`5olS=OHMU##))L7IRbAi
zRqGFq5Zg{zPc{m7U9IZ}5furdJm^yJ3X*(se$9H7+n0Aur_W(vg80yf#Po^8`-6-O
zab8dHbL&D=wx5{X1@L_`*4olua<Y7pG7y(<f-qA(qtFa&J*Ei8w$J|b3v+h<Qw`%V
zN#V()%e|4A<qO8_^yAFS;cP3WXtFEe(!K_!SpqX(bck9Bu)wzrz@SFXOhj)iW*?j?
z-~gRxT&dK)a(-dGFP|C*I-XrnU)-uB(Qb*#0Ntcjdw00Q2)&?Y9`@(N#w@5ArCHga
z3@)ogV5|8L>u@m*w$(-zQ;LJ)5K+`o1E^KSEV18}XX8?k(@l+%!I0*!*W|qG<&os`
zRY+^v6%UcGD`f|5atIz3_)YSbRmRW4i|2_28=?UnalsqA(PpD_b~_fuyqH(*u&D2k
z(vFTJ4X`FjkCU#3XNe61=YFMNgi!{s;5fB0L9cp6>Uhyd5V7>Gi2&VKGuH_u{wQ4<
z$y>If`RrN0Xibo+rh~w$^h)KSOTB0@fAn=Lhq+k#Ah@$${fI&X{<)>J?K1RPf&?oD
zbWI2ex&_o`Uw~>M#rf<BDQYt+<j0(e0>O?oc#H>68!tCxLWTB_e;)JOkRn3UzGv6~
zXFJo~kJ+G+Pq!{c%Adrc7p&J<QCQFoOt8D=4|6@zW&1u|L7?7kG(S_Hn&iBW8N)r}
zGhqLW%;WCaxk3$b0${8iqS{C)=1UJ-9;6=uK{3K(GiwftfjF}wkmXG}9|>d|$uDM$
zIL4TSNYf#_ROo^~FVi>cprk5A&>VWvAKKeKaP~;z7}|-9j$FM!d|IRyl^S^<JlFhU
zW7iXU1&NF9n}Q)gV*-ttkO;K;eQo}tsEv7Ijla=jcQ$dPQprZ3^HWvVTJ4C^jy4ns
zA^_XgBS#c^lW%>@1dx^;`vVLWVxM@2y$Fu{XPL=^74>T4`F8tl*EzE^%p;ih-A{or
zRpeoX+8Hu5PnHN%=rnUM6lg)qdrK%WapWyc_{Z4{;>)mGRH$!;=?}HzhRF}LXMuay
z?a8er3;6McDDzU$l1`H8pWGmY54$1Au)=LM262oefyj4-U;%1E9en`xb5f%w#cte;
zGG1mlxgaSeoF?`H#_1kY!G1t8u`Ob0?z2%9?)>~YR}XX!WhD@d`_7BLHKa&8UOMG$
z@4w$>;+w7s9aJh$_9NXwh^^@W#Ycd9!RNg-<BzWBV4-~_K<OZ~NKn+1%Qhm4o$P=q
zU`9~j<f}3=2XJ-z_hGEW7}uxa9e!TFaT1@$0Aq~FKIzlov(3<t`iRpf3|!)dXp^TN
z?i#abJt)kEX-P)>{RJDr#~pxNI~zpN&6SJ?3^t*H^}I+;+<x+=DE-pILTF~yY>$4Y
zZ+DCzM_T<VY}1^jRO7?ryi%HnJRQ3aJu5v~`Fh3x##4U6UU-oZLJAPwjdKV%2-KG8
zENOdenZMTG!4z$dzFqj3Vr}7!sH6{>HKJ$(@)QrEnGFhJ+^TnpXWFV~i+dnKnaA1^
zGOE&$&(TBXAI)Aak%eP_eAj5RcT=rUWDP<lQvIz~(VFfi)ocG)*4t^}4P<M+P(EOC
zl?<U#shBGP2boy(QAs63S;=`ut9@}U?*?|rYt$RmR>a)5AzQ=l@uJSv98az3)zEoq
z=55gBqs%XJ2J7aXc0u)q=wbZK6$0-g9&&0J64=1~K1y2y4GXMD5V*KbuH3oxD3qJ7
z9G^k%L60q)_~lT9vL=fgf20D<{`Sm60=8G+QQFB>^stiXrUlhS$yHTWI$Uk^?$M5K
z$LC-6rb1sx*94~xznDr|ZpxR9h7Ix3OOatodH4E<uXwY!I+UTRE4^%AH?r*lJE(JI
zUPh-(?YQUh9@MDO*!(pI2cb~<x8bfY>QeTD_OYpZP)8#q5A(S7qO}tLR*Ke}C~s9o
z?~h(%kC2VU6$$(01EF(zRrNzz&4nO~MW74t3YzW~u=%+-Ybz58vE)Tbhn4-^+8;~a
zA=DggV|t^S<8xEjUsKd}Y?$Vu;cN3#g*bJGJM2BYVU0+thPJPuE6>Krn}-#nF6xhG
zynPObI7>m{#D^Mygjk<5sbW9^1c{PN*doiqaWY&io=01IC~+rh1xW{QE&3EE9i9mm
z@)r~8O=lOz*vYHN-oiyVt<LF}Q%gTPKJ@JE&6^ra|19-rv5)Urb|Sdc6<n1>+O%9R
z8BQHk)g!3Xm>uj+ZzYi69$3c`=AP=ah~PLU_FsPtwy=<=DQNMy^HPDY)e6M(c+av5
zMMa}3uWCQA^vjuiZ4wGVEX^~m={1?7#PH1>l7k0>7Bj=VI=f$&OG%JZ1FQk(ijjmh
z#KBs(aTAX`UJJ}E1gUUS+&qYK?D`rIu^>43IVW9&)q~iR&(9Qz!37#XTP!6+cCVDY
zVdhgsW>pWKCk{1TpmI2cFt*|*?drF7J~=cmn`v=$d74EXq&KqXE44(b%ljSd#2)6a
zug{*}a8ctSYY$R0*ePTikY_M1R`rFWR*>yj&^cpI<KCOw*`A88iFGCMUgZ5^My3e7
z5}^8>@XM?k#?K?9J5i>t@Hv5(ol(QQyv4o5Ft6Xaa;sBON~QUEq_5`{mLj^k{&ZUn
z24M-dwW0p>+V?lT%cS$DZVyuwV{RPR&)S=QDxPX1nc>~G=W`vDnj2G+lU1OR#NuTU
zFsCkfpXIBI1=j|Pyg}WFv^t9_=-b}Ca~yp{G43AweL}a)`;D?KXd<0SQtg|R7Z1-Y
z5<|uF3yf1WWMOBu-Sv76u9WP$NTVQwIxA?7(|DQ-@)WQGhE03AHvcIwEgPgrsiPTk
zs6FixhF=9WAYGawdh31^K!GcQzcnvo^`0ysgj*v=b6l)2($()!CnLeA@}(@}T)%RN
zIuRVm_WHsH$roxcO{ZzO1v4<t9{9YHaJ<-F+RJAc0g;ZgBN$9KS6g%3GY>Swu`hOJ
z!KK*0k76;%Q_DGyma-zZa21!lh^Xm&a72<xY6eATsdA+97el{KGm@hGeh|a{CNEWW
zz5a&ZXkGT9iF>+|i`O@(VQXz$*WiF2=*E#Y3#a5dlr=>ye8SOSM_8RF=<xdWkXWD=
z%HPj)Cu@sNO&X=DhtxAg+wy$9u`w6H%d!1niCua{9Ie#Y(v6KPEfwE4BEK_*L{5I+
z@9Gqswt<N-zA*X5Lwb6QhxKAD-`huZ>0U}Y+22|1eV)@gg>kxNx7UZ=23({5to<kd
zWw-c|rz=vOj%m%I1Jz)ct1vYRs)O;(2Z)rzdXhTo^q=~6Fw+6`QUcq{I8UuHp@Rv#
z-#r-6o<@Y<r=2R*AR4e|&yVp^X#!90L?zzYtw^U{CS}|?<_XPPPS`cN#f#h-b(sJk
zja^R0W9@dZdVp_`gzutjKOJ+e*<4g#Jc!%RxWLk=bT&S5=tEFa;;(A+e5G|rCo=2D
zJ|<Fjq?ezqxP^m83%R2lDo8dAKG>QUW-JQd$PsflFPMV>Zy5mYLRCqSWz9@P7d4os
z-GL1)eZ}CRM;`>X(?+Xu6tmMku%xY*L-+fM_Vf<QQZA&`-GtIGZV8sxO>TM>WkGQj
z%zhmrY%ULaPi(ykh#!uI&%FUHEUWu+9Q|U%I*zd~d3Iy(W9RxgL2|{$?JYZt)4y~)
z5AJ_m!NSB8VTwTnrs=47%g=AdjJPZrkS3EpAd8U87k}Mm3!Zoi53*%ELgg-9k=$os
z-M2Yopz4VWr5wFumv)um84xd$J)blz*gd<|+ZXC$mq}JWOB?S)HO1D#SO?I281F$V
zio0W&6B*P+bVEX(Tp`+dknP;Vg~r(RPBGoBRF<0zzazn*#hyIU<aV+9jmo9@CZ<F}
zg2XNoq#=Yky1mzQxMxie1&rx=Zr6`jt*!=KTk-dNzsH(-L^8bonZ$SnQ(UJk>YP{J
zFpsO-0HrmgX)eim6mPDnW9@RQK{YW^Pymy&V*V)`!b~Zai1-#kT9$tL^I^IES$w>r
zlq&=U^@}-Pyr<`inZ$;3a<jj2CsutE2M2W{-oI*x%F2;ILHe1Ufn(FO@P^Ax<=G-V
z)+Q$8ZQ#lbH*H<Om4tGUR^z-9@WqA7P2WVmb#iq*%5`;K;E;%ZD{^DS`lF(m2oWTn
z1nPIQH$7!l(v(1?FRd46h*sS>>fi(itkZR2p_mH=Haw5{T^oq2V~cGRr&G0JhjLn!
zM41sRNd%dtQLE@U(h!4mqdSVslBYcks8gWIk9h<t8_TgeB4+a-VuH}#Zk{ycUXgp+
zR8hwJI}%mSxb-8{BC9t#Cbi-giQDazj{}`XhZhgql5iQ*eaSc~)GCGDP>p8iqNiqi
zVVbY<nx*E>JIT&wyimt2iKRWg-3lKfdM^cw*qh)Kgh4w;oi|mM<%p%ap)KS0g!DJA
z4h9Vh7LH%b)uRwS?iXfy#}5G|1*_}CCSmIu)Q9~TsmV@JeKGILCeMI;RE0})R>d^0
zDW3Lnp{w`#u!_yfdkuE>$)^%)2SUECY^n`Uv3!Y1V}M*!Q`!9&wUkJbj1g-sq12T>
z;dIw(L{$6F=@lJPMEv`XjnXL<!#~B4uqmx@;tq;yQ1u$qmYU32Qw^%u=VZ)3lXu<s
z&{o7vPCTw}Y;z=vj46(go2vWyJA$?vmu-zygJn>;{f1by4^fi15twWgCXgK+ru+qF
zThW>69R2`sct}s&OvEgQ($^nK^xS2DO1}@p;`O|4g6Y)fETx1)I_l`u6=6KO8RWH;
zF(3EMQx&sCCpE<4%1S62S{4m%>|F@QTD1BZCtXX0ewKfJ;Wn&Py7f_!Lf?ThpyrpE
z<g+{sl8v~`=;A6^WN3}cKUbd<JC!tW)&%qLc#qzhuJDiyN(4bkAV|OQL!L8gzSFkm
zVzuc)$u<O1;A5wQCZgp_+z|?4cx4`m4f(5QL09Zxr?p0g@O<31d-f=!brX~#Ubh?5
zRM8%gX-6qi`M<f<hV@aP4~Nao`L$buX@Fg8b)XouN4S1=D|pao6VZ(km$;XTd0jV8
z44}cBfC<tIayQ9o74C{o>_5C<Hyt0B8Iy;jWtMjM4|Ktf&UI*3+~95;#1V>=3GB3}
z>>xWD-oop1Wi38OH@9^iV?hYEas7GyA&-zlQX-gbX77RYmaBR`<Og%fweOTLqdBsL
z7OBS$1;=m?<`JiQH3u^#t#`D~&)mX=@H<h*sPW1FLEF0X$;2&mCOOe$-MeYgE__<_
zD#*WX-Yd!1%V*Q7T!)A&F9;P`A#a9g;A?N}6#D|Y6n`a=Nrj$t1x6e}2s^JyHxiHb
z8dgQTXwma*-coS*!8NtyGWcuLt6z(<$h`=Za>Sm3M7RN){|b>S`9gc%nIbvF7|e#l
zIKTi#O-39Ds>3%Oi5Q*JmlU|mZjAcaNUfR?c3aya8_#AFp{ZJr7_sWY?d51A`YC1%
z<b2MAC4)9LN3G%k5w!Md#I*i-vN4GiT9PDusFGFq)TmEdMRj<A+CE-otY0dQu<G@o
z;yh-cs_XDe?o5t5k_Z^xwdec)1qTh_jJE^ZZfLIuhs}lI!)TlQJl2cGkX`1Q>Lym#
zDcLeF`fbXNZ_nq71OE^XBZof`C}>3=+?6lAXg67p^L8vz<g~0oi(3=v)VM+&!11nc
zBAG%ka|^K;61Gt>Vysa_7GYtC9y_A0apXNJFXd9bANU`n9SZE#1`<VS+M)gAo@F#=
zoUK>Zj!as02-GJJ-M~l{0-1LZoDv1WnW2zXhxI$LDot0*+F$`Ij(Xc}2)nQTT*`!Q
z$`Dm6^gNhLW+Y6Kcbh{}*jr6ifo%ghpwKx}zubCed@Zau#S$6m&qL*GzpSt^ao=gk
zQ2(kR^Sr$NT%~ezgYFuFy#BHyq#>X{O-WOsN1kAIKD^u+XsoALNWhs=!FItydsYyz
zHIWzhGg(#)qg|qX0TF8DI48Nn@wAQ$D1L*wU@MnP367jIeIei1WaFKJVJD(6mTnc&
z515fn->Vx=&MJ#J8yxDi(;m=eebIsrir)&HYt+AM+*N&fak?VuimSK>q~Eo%GaJ(R
zjkHckriL6DVGvqwN=Oka=~cjaAt%+AM>?gl?;O~>Zlh`~j5om;M5q?A{3>{1C`x_#
zGW^h?Apbl6uEwys#J&NjHQCm%ZeXweM|i!^=tlj-^18Tk`uOn$vjD%6{JgqyzoD{(
zxKp-H(`o<KQtFvSsH4fs+pvCRRiYEE{m1U`WmH|^Nlj7D`1S(u1GMb|7~$3I(ryCf
zAXw4y4eFG=Fn~Zd_@e(3vKt)-8j@6e|8DG2qH6Tc?s+!)7^=~Vn#T@ia{)s1l>^u_
zP^H<EPcZJTd@hYCv<U(C!$_R4tslf{xYv)Pf~6JVFd^|W$qIah?}It<wO2{<r80?O
zxu+x8Dnix>(;BFc%vh!-3hmstnLwXO-KVD*VlO9+Bwg2MIN3e}_i+=h`B1_M<7+nq
z2DsRoSNRatpxR1)h>PNA7H}|+13@i}yT(3q;P(u_Qdh1N(-2F0n&D}lr<J})k6dBc
zH+6tmcivoG$a|?)Elw~`;&8^y>?5?PB}WW1lb$N0<NbIPN^m`xp-x{1)vx0nCQS%8
z(T;_!u7uasr?AJp1`<SAvCr@*S+T_FD)~{q0WG${)oI6zw^kf!y}k#4{ZJk5RG*Fe
z$Po@F8hqpTW<iyM!n?3LUU7Ze;bcwMm@EJ&b3d|vA=|6@;}ut#<m%|>*2UAq;F1?a
zbP%J|(pmFVeapur@5IK%ekv#;<n8DYrpfHqm)?RWZfZb!>^#%uqMO%1Es+x$7*q_=
zuV(i&aBIbiL-X0r=Pk|&AMPB|XFt06;o0X+^Oit<%QHb(R7Lc%Y#5ACM4Q?fm2emN
z9xnTS<H9_=iGFHo!D!p-2}$4J4GWgFWeX=yz#w{{v9AImcVu=7ra_A{{4r_$CJ<Rs
zy>iM%wLoTSDrN1D_iFsdH;{}evjlH$?JfX{8i`~kQ;E2N5mIHkNQ~{kE1HA}VH6UH
zQOndI8<5o$5g@P<g<phdJbGQJJSPv275qpYpCQylHNvvk+WEXkUDm`q@Y3En3qOo&
zz5#n>Opn5v<m>7)_ojw2W9f!+CLSD-l(x(A8b|x3e(pviZNPGk3s-f2UIbuD8{-K!
zc#A*TG`WhjZgnDBuJv8#i%ylvNF)3t9BCdh5igG0#U|Ur%ehm~i9(DQEgF&~XZfQp
zE>iS`gApck#z0-+!4`#3f`Ws*!OAaXFfFcg!d-c>iYQ4aE<!bLbBbRTY>Eh9^wAbo
zt@d%kh&h+EVsXQT4cTPgTGYJ1cp>Gr6T89Of@BV3f95*UVX4Q|pza_8H#l}5k);7f
z=axr@xV1lQpHW8-E$YR#Md%avSbEIr=p)|4>D$9uXOY7>ES_Mg7rJ(NFC*OWlr~!)
z<vlea1@cvmA#PSIh72Rx6^{3t?hPZVo?jBr-Hr)Jt<#^t5vojhZ~%T)lxcMPHPm-Z
zpJegJzeX%MA#PnCPbjmV8@%|QqEN+D*lDUrsX0$O-!**2xzs!`hLd*{nM2S{(Db4|
z*WsI$BC>Llxo&?f@xiorqN0|cL!%{z2X+9^54kTV8?~Sw_4=`TVb&{5fv~NWec)OO
zvGi7;k!ecfKTh{d$f(3Lx4ie*)3E5QVH3e#MJ$e$oF6ae;VTyuX5pj6=hVII!it%u
z$({+of(;lQ$9o|1=}FpW5U3F~CVzpMC3VCn=Hxd}-Y(y;OTe{3^0|1fLVA>JD5(|~
zww19mdLGTsDPb8hBh>dM{Z<3<{Ee=ruDx}B7F!{p{Xp*RN~m%A{Wm<Y_!4&}GmMRR
zhilreuH}qtpZCqUpkn5lL9;<bm~pu9bTvj*9+EvrRe8+0^x!}#|42c4m@jyZ#6kfo
z%F=<b^-GS78P=aF?ioxUHqMy1qUu2-ckZw{?S4|5KdBGK$qc#rM;U|z4!<S}%vhX~
z7X6E=c>BUr@A9)I#<7#;k8WD|FYDH*yuIXNb9q3xuN+)yFetsye_6XrJ5&xJzU(|0
z2v*Cp$LL0G6O4r?L+16wHSw(7qinT0Cr!%RG%QPcNs^<(*gUx(SWaL@`BZ)J+f_N6
zVK5YXPdu&rG=HGB#4>9y3w1unA!Pw1n7D4$+cijmO7R_DqiBN^{Bnj|dCcR~rOB}k
z6}aSeixFuD#35x2z55K`AisTc1?5>UUCnU&IbKjHgwa|In(VYv=u=?yXE>@4XLeja
z%l@3Z!s`AAA>7=JTw;SS3ga=#Ip{W#hq|f!rH}<80>g1%jhY`pTR$B8ic48B=OG%3
z9ks#tJP8%XD=Z9@xu+}x03Hx<f#ovz(=yT1^!9qgzRsy$#G)8xwU;}r5x`v{pnrQU
zmxdMrL`l5_!Q!z(UGLE*GA2R$o;3KqJRO}njPaqK^+&VJ!~4+1Z)qD&1FjmTweYQN
z-}#3|kGJtvSx4#%8p;8G`(@1P?qM!?jEIYnc(Ta&9Aw0U;DILm&p%BNuXt87fRUSr
zo2faw&cjE~@Ap_TI`zC1OPw`QAF&n!n`fo&HO&iK&5h$53f|S*L<_>Kf|)BF><a*O
zNGEHlNlp`S8C_LS7`8%QU+ImOwmW5JJ0HqZP2nU!%QS`fo;Z!-eCOV<WHe}=?;<md
z=ygn*XCR+@GAcij!>RTcHYt4r`|+7+!%3RRQAkh=4gcu%&s+8%CbuzZ`jCH3xwH_f
zAmqzBQfT`M@Na2G7vs1HUUd$1_zbHkaouvDK#1~tLO&NWW4P3aeqLH%9N~nsxM0dv
zc}D--rR)P!sST%)U2V@{uEVr5XSKs>kGq%rKqg(#en#Og7@hUp)xWJ=A$Q9Fx7W+d
zJn=o8f*;dMVCAPzk!GR!wL=h+X7PvSE9}BmC>1f2^EO*nxr+8i-n}a-Je41;0;~Z@
zCf-WvNs%rDNk}uG#3=9pqV(2$1x71FCu!MsF7Cvwu;VcCsi%hN3hsJ=s$uGB{6y)7
zSf_X*gY9F5$kt_S{BpNxGMTZspWUD^Z>yKz@WZ|Gcz4B$8I`Y51cjx7Pd{7ykF4|<
zlwuA2Rj)tx)Sfd*S^51N8wXRKlfm*-i_29}9*vr|oo$2Jg89dCYI$<lVLlNB*jd?u
zTf4uJ0lZdJZu?tMukWlosziyU1%9@<1M-WK2fic%u{m~Jbm{6mU9^TBY~$yZ4Xr~u
z`@5|F+7i#s!$JKE4O96px2U!5NK+3?(nq2g{Q?|KGRv5Qht3~H{2f=^%yr7QO6Ggx
z&)kRozU*L`A52%r`9v}f{YEe1j#<av9Xq(uu3yOS>oq|6QTu#kk^F<sh1_ID?K%dc
zb9CeChEXmi;+T_HBeX%Ss7GS<8c%nF*mVSPc(d1;`U8<-O(zn$>jJY7%J1Obv@=l`
z<^5NJ2=``jT#4%~D~Og9Sc6V#0VTN~hgsr816NAyZwFYH>><w5^xuz2@~BGm|Kjqr
zO5rH6kF;^1uHe;83={}$o|mk(kA#rx0<QJLK5uO=-)raeILr;&l2j00RR!+3oY#sr
zDm=s|m~pk1s84P)PkXf?(p;VQ#wb1Y{S1GH(*6*Ko4B49?7phGkho|`dQwcL2>cR{
z<7wa?_EcTi^h0+)H_uEW)J&R(o)IKHhRP1{XyTVI+u-XuGrg_E*_(2z#}bF}c|Q46
zNMx=s9_;c)W1H@}yJC3Gkhu?)D#(|errMI(iFI*-b}$iz3c^=Fs=koO>ALNMYjNBI
zJlP$46^!}_4qGGs9VoT0zo1$3Va#;94ZKPnx<Id>I|J}%m=h5~Ol%8I>;a{o&d@9D
zq2P41OI3sG;|a8(ssNJ4iIe>|ytglvAly8TI`s_6(RFT4)9e0?>X4&adi<Tpl&2}Z
z!gN!?pw>f9iL4?Vo8UlV$-XectW@e7Q2(kOyss93h6DV@%@uXzrC`N`=9Vh5wdUOf
zFSDY)JQfKI4pLdYZyGYSWktR(XACcKhi?#HU!@l<(+6@<3&10Z`wF8}(Vrpq4qsst
zO1q+W1c|1}BqwTfgLj(RH{O}(1V<{Gk#mS=di`E*V|H#Nvc$9-)0x_{VxR%hvY1!8
z={U`>LfjDNtf4{md<?&7?zXxaxgXN6nT+;og<pKe1IscMb!Vk%4a2o^;iDu9sj<qw
z68dSrT#PR89xXGn*U2)(r(iJ;Iy@-H`rfvQYTZFpi^KVqBRZ~Yk&x^~T&j9gr(Ut6
z))4co93|*(y2awlc_)12pT7SW0A4_$zuq~Wl{ys(pmC}5pwaq_-F%0ps#^zWd`_N~
z`f{CLnE;CgwRH2MAzX)R7KU%9A4sYXa${xd@K||Mr?{x&(5OtZSXCPK;WXL8RkWm|
z-~tuZzoK2Ybqk3Y35FhH)nm+3NY$9Iz)##Pxd$SVRpx793N$CgQ()m+6b))6lt46<
zN>&1y0=sTR%O}0)k3TniL?#|y1zWnh{FR{gOywVzh|DI2o?ipc;VaDPxj0+|sou@o
z6zd53W-DmYNKZ-~(7D8n*B6_IW-;Tcyyz#@V%)v78BQ;KiML+#i<cP(%$-5p5iMzp
z5A`Bb?_s?{&HW#2hK)Oe@}hQ#i3Fs#a%du+`$T1Jek+)*lr@bX(t}q5^liWorKhz*
zLEIOAE*cnkK$@*#0JESX>s#0HOn1VJhEHQ#6M}mtz)22Vi&hE&ZE755uW_-sLE(n=
zg{rw}C#6vQ*!0WBPQp*IqXE&Hvom*V5HIUs)0-chwjHhtq^gCxZZ`P!#`6kY#^Sbu
zRkd)tf@ZVhRS(T!GpnxHksz%6w-%4#S-Mv?YG}QG?}uVV`Lg*Ctgrb{%c`sWrsC>L
z`d#5kP_i(BOi56qOXbGbFBEm28hiP({LJjJ848a-3<u5$TMt0fzZ(M4aNW+d)XA0z
z3V=1KJq)md1bRrz!$4oIguukw4`gNgw@Q^}rDviOmmf1Td-ACvQ@nV@=StnAHwbMu
z{8!bBcOW(fxh}ukzvwou)IIKgH=6d?;9~P#tbjL7Ss}aZ81b`BKM4J9@(}%m&$_&J
zJ3Xw8WBtjP%o<PF#ZUcZY6_FoLD_~hGKgavS6~GppN#%kxE<C5SN>Aays5>fgJe3X
zovytH@fSE}*3=PhhwVDh?tt~U(F_eOHWQ?M0ZCPJW+nfE_sq78Ki4;2!J$cQ2%6Ak
z5m*r>WPVFwYO1*EgB&#)W?rpLdIFqzFJXh5TJaGc0H@c!`2d2<eDL#O&{6u^e#P<^
zO_*s@vMfO5LG2{}!pLij#E(^-=Ja>vmbCU=JstNT8?jCP1=oG07w-^?E|^QpFPJ`@
zPuETxJKP}7s667EmaE~STPG_jX$WiC-XKjsB(;Pe#=l_A`7S;6U8~-iz_#beb2*Az
z&pu5?mHYHJy;BcNK~qt7sdoEPp>S)mGldT&U!7Z7HipSyd@QREf>F`!a!|a~T=EB!
zRl<qE*Jn-ynG?Z}8+r0U43GP2DCr>5F?7E~^Pu?w+Fm;EG0X&8cm>1B&U>c+ocitw
zcg<pM*X)=>%}=nJ6EgE=n%~WWY@x+1nI8AQ#M|Yk<8@5({edYxh}g@;fOUy!;4;&I
zsR~P+W-fE~x#Gc}>o8VQItX39tNQpOrrU?_<xAc6Zt-)+lhqG5--o5Dx;!Z}!JlQx
zTdIrq5Nzw7#Q%^F-t@z0(G}a@qASbywA|JdzhtF&<_ax8xVrrQZS_7!sq@CYicUT+
z&slXbl>F44J$^5@4%PPTg?9E0%A=V9%Zc;g$|>x!9aXTvN$s<BAfU_5K^3#}C;x)i
z%$kfp*O6tE2EWGrhc4E*%66ap3m*MSH%7l{3NpWpV~71)@&PnvxoH#9;cnZ2uA0Eb
zRI6Z^@x)ZC$32d`diKF>1X&ma+balFOcQ5)%zXFNbHOxxbs(3!yjdUQq5A}t+Ur3U
zi#qd!eY*>nh{2tSY2>oGQFtZpWr?0^8?XK5_L9CiO3IT8xYDxyAr=k~9>=k#)Z=+3
z;@vy@!@rv8^h-Xi{~vi{?e^5O>}H?od<weyxRtWM(*_qNEmsp{P8)|4CoQFuD;z%j
z=>DPD$QmCzxn-Fi2gl*T4=yNt=rqdN&sAx2t~gn4AA3`Ua{w8HK3_Yi12(`R{T!?_
z%>>0~f=Ssz*)=mUSe<=lDeDt_Trn_}TYOwOFyxLag%gL5D}_^ri4HtE*An#jmn9E$
zSJUIFu6$bmQ=ZHH`%g-;EoNLUce!I!@mWaQkrI;*sIiJZ*0~%`_tJbg6Uo#~a=iTS
z-}4W=!QnVJTxb!!$stZ|MSSS9*luX1LX+diYNLyVZ&N|odE-$~??`V#{E2kR)|5_a
zJQ03b{gL2RRAxYX6+!kYst=mxZjDzlja#~zKc(w_^UT*C;{AjFM|Zho%aVdnv|pom
zBgm!rjqy}B=ie^j9FVy8RV#BZ5eejH+kZ0AFu20);=H|GbBV!IN<7(g&^WYGGb#nc
zjt>%tM~pMz+~@uxF7f<$@#=OKM&;w4`aC`=k8`l%j6p+ba83WW?HyVrH=C4N5c{mt
zf-9Z`GRXzI&yVl5SwO*BJtqU@JI*L^PT<DoT2(Y2i9B_GX0mC+|C}jII(=KbAxS-d
z-1NZ#n(o6-P5K`a-^wVL&Qm2#?!oNtA^(#ZaEa;3VM7<HG1k`)mYL<}2it2mV+#{h
z{-~<w=8+<E?y<GVF@>J;`tVJ!`gE^nQ*Wqy4|>4^-}GDdzfi-p)TN#}kRDlg=FTeV
z(j#i9@5M1nt>;6VKT96rUXi4VufzD95Z^>zXCrdrFY1@(kA+8_EASu3IAzRUwseQK
zL|rJDhc@LWM@$w6OH@uJAJU+@aE39>)%{fPHPv5mJgI*A8+nzCz2D+HrW2(VlZzb{
zcHroitgKdZC|b}a_;^zu9zfr_Gr0KZyu>-{nsSdRYI*W(Ne?uo^4eJ>S+O5nmmhnW
zL4W+3U}k!JYfpoR^1QQwqF&MA(UayR{@&XmykN$*;Z`St9l}f?{U32n&?G#2Rx~Z8
z5fw$PUEZZ}%XgiMvi#TN$KR0BKea8mHF$bAHd|(Law7T>>=TXaiqDN@$41isW%^*4
z2$|>{KBnHE{QKNBP1_Tt$-ie<M~3d07ZmzVK>I8g_pq=YmA1bv$`*f3xc<hF9w=cE
zU>!Xm0<2q744Y08t)1yHtB9iA9a}dHL(1=_wdgGOmuB(XPul)=aEmxsy3_f;rupT8
zSbpC4bGfQ6SY_^UMRD2UPaFD9KK;rH9y(MLM3czzbz;5xFnYtTT6u<zyx)6L`@Asi
zCR?lvUO74vC&k@uF5PdzkAY;x)tZuj%>;W6HPx+$6q}w#SC79~OLU^030F@X+TpNO
z`^qd{d8$qh2Y0_Xw#G-s35#{yJESw^p@Ox+a|RZRpJTCZkJ)?f;oUP256NJe_7OH1
z3>#=%*HGQ(to7iD)R_r~ZLF~8kCI3xb9(3PuZ_^})=3Yo?v73LP;|j0IKvgY$!A^W
zn@g<MwNOHaCQG7ib;5aSuT8q9mXB{<5AMNA&0y>VdsA~WKey?M4Xe0bG3h$V6W{Pa
zRSzp&Q<yw4*M&PKZh^uRg>S066A6qO7VI12*0Nw6vvYdI>TC>2Urt<Ny{>Mf@!71?
z?Ik=GoF@l!s!rJ8j`l_!^wvOpn<rh<^=tpkyx8X57}QL%*#I?#!@Aofcp`@8aAfer
z7tML2h^mdQ?i+K>FTteSCn<8^^#LCbC@OwD5U6-@{z~izMePDMaKX7OvFA~-B$|tz
zE4O(lbZpbSzQm6sH&2RSl)+WeqrD6+E5gXvgkG92uYS!EI7htVj>)5C`uAY3c!N}k
zu4P7~ud6=DJ#Jz4lFOpK1!`M5uwonuJ>K6|@qrNi?eMz71@(@Kf>`0m$%qa&Fx$#|
z);zp1&eT6VhmS03iplM;NM0@7_f31GQRxvqJkpuIOgC}$(zBDnzlDqZ#w0!WpF7LU
z4Zl`4p8whIcXC-DZD;ew_@;mJz%jR9(1x7#C&+QgtN8MTjMM;vIU^^IvzxOpF#NzP
z{aPz|=ln!Wp8sP;T3td~Id`@MKjbHK!nt@ZTL~$sW&MCehW&d@veYt*Vz5%0F-O4)
zXdOcHYvi_4f$*A{wtqlj`<UGOfQNI5GOj!<&rqrlOcri2>XNGZVL_GG#5z=?TPA9g
zvQ^$@{4}fNo_;xh)S*9N@zk$}>JgP2UocaLAo>M4)rk*6xIOq->G^^Nf|D22(ZP8^
z-Ac+)W0EZ<Av>dEtYvAv$dG9$>c9CR=K1Vk!{mV3@Mx>4hY{~lpamN%jZ!U7XobbY
zu*`f&!#y`Rm?W5{OjfswO*YBC+F#b!H1S`Q4aNI<KaOFLi)T9{QxJUKlAJw<19kj7
z)T1;h)%=p0)t`ebT-7TFKcaehpg#(_A6kaa`~8-$f{GBut-yD-S4m)%^h~s)c&B{a
z4nC(==eev}@`Ec*<}_d#MmwtCOM!EXmQd_1_=eMm>X}vW9_;p?-P1ncpmgF_G32%;
zpTc|*zT4T$t){Zv+I_Hfzw2)ne|((}yx<bqSM{mG{JQ^f>|%N#c>>`utvAS)<=jyl
zhT+5zH2FR~%X7cEX7SLrXJ!wh%X-;|ZX9Sm%`=G>wi`oQyCS>}^qnq}w~ENrN6XAd
z4tO~@)}M?%`dpqksY=`~HF*>a+?Pi|tUj4BzPwmpw_1C<QHSOhq^i61Ht^S2z3$Ro
zOVNQb4H}lL!<<WhQaVu4{djU18N8rt-%szJ!(-DXfoSE<vST{Ku@@G<+-(}rq+MOZ
z5`GfN)G69um(~2HD^jMVd}*A1G4v(96!nX&c1*pqq^3+yljh+&d4B)#^|;wA{$g!&
zi41nW4bgF?Z@m9B@qq>Vw379OkgirgLAtY8-hp**wZu7lD{Ls19euHO>7_wll@)C`
z@xO`-9>p4eJt@*K+TdfqlF;G=sKu8t`;Ov^-+$i1-~}}M&Yxw+5-gnY=}MAm%;X65
zmLx~`dYqHxU#t<WVsO)h?nYk-byuuv!B-VClRFr)6E}+wSQgRO2yz$^yi8Mj=`BI3
zw|N+Jb85Hd9@64raja0<`6}fd6Rs+(YAM2Ayr6mKbLP%g*@N^NRbQ^bTatPLcwgi&
z!Zp!`ERN-}^EXuY9OAm$!zvt5U#_$&ca3h_!`_T;J9)ach4O1gUx3lhZuHqYXR@l{
z0Tx!Zg`BqxYYQ3W&}X`%hR4Izv`_>5`x{;{mzURw{*oWexyw4R9;yb%N1@6{kM4-r
z!4zx*&KqcazAP8TP=~{Y3H*?0?w<fvEQkhi#SKZ;IB+}vTo-HlhwPj`SC1*Ja2zyL
z_%}2-XQ-Cp&3=?LKwL{@*0uuoSH1%q22+<V)<~%c;M<0M(6hPAYD(jbB+mzqtiEg|
zYH-a0c)V8pJF=vMK8$pmz8MZ^u)31Y$d-*F-5J_v-9me0h(*kWzjzSdni?WIF;AYI
zOyw9#h25@OFF#~KV~$c<4r+9TuicA>XA-XFV(O_FV(b*%T5OyMBdU!a*T|BbmDWcF
zkDbeclM2JnwFpma9$>nFRA@v&%wVt(cGRkaMSYM(7H3M!R`5PM$Y_M5Y*&*Af$BUt
z@u{Yn^4`}ISI1g6y2R94s$_Lw>UXQ^4d*T$xW2|X3D;8D6cd+NuQl4BK0q%aE-#~c
zQS}c@nt>BmPVo;;MqmJT#o>;HE1~rI-~)&K@6-xME?CQ5*WB-4wUQ;2(xWSCB|da|
zEv5S>(umUYbJh5Neh4sGz(!K3X1VQ2D?V%@c=*ZF<6}^5y)GCia;C-zu3E5Q_z1LM
zLhyz(gF|0gmmc5ScIrlIMV>h7K#F@`JUnl=uESCs{r9S7=yV&`uV=b@#-y7!*p-1+
zk$nzzRbgeUle^{i2{^9q*Eci_s&>w}W9gxu2hkb>6N6h)=T@4VY6OvO2Vi6E>3o-D
zeX2e%5oS_aKQHL7yQ$e2jzUmU5G#vK@9@Yom$Q}2@}Rf9AUs!m7{$)AKY3U=;^jZO
z%O=OR)rP|TjG{(R+WZ+9Pf2N=q!TGpW*_XeY`p8;r|O)qVA}?aS<dO<{Cga!rW6Y7
zSlXUAKW3QOQ0S*c33{mG#Co@9;wB1TnP-0cjo05iKrOMCka5ltZRkTr3o(`OJ$<I^
zc=0q}SG0#A`W-2=KgKR;7dS1vd#dZR_)wE^A3BQ#7v8-Dpt>F&^=0YlskS`L%fhJ`
z2ja0&5Fh!miM^+Ztjk(j4pm8|<*9f<y|g^-)ivnwi`%OeAV&O-6EX1-8oHs?>-3=8
zTNn@YnrF5gU<uLxE234&6^5I0f!kuH@uup^ORE1cJfr+S1v?*8yPMFNkMBFrfqFHT
z9gH{Wa=n(rPkjaPeCIdmprpx=u#D;PGqs@hhVYJ<p7i>Dba-Yha)%i*IXNaz_<Ex4
za8v9__QH8k51-L??T{!JgU(5w-v!F?oUz(i09b_PJfWW79Wwna>p+A0T)J6%dUK?j
z?spuH>9=)93C!Yz3Y`Ma6>-o+t;u&`gval$H`@8V?tt7iP4*k6VGgk|FwO0uQ|&tX
zJ_YJVU8DNDrF{~sw+bHx@mYfFgU<u3#5i_cD8I2FXpG&-KmSp_p7ZygpMUEoBX<2?
zX(g@0?@o~?D~ZJ7*s;^s#^UA-oFg}bIe#KOU}^-J7YF_~nO6cM4Qr3zxFs#cmvh9k
zn%R$h|B8!XaVP42U0eOi3Eo%Qo9$~}ekZwXef$rV{&q5Q3E&sKzb))~w@S;$(|xa$
zO6*T6Eq!@?le=AB)RHNd!_`?gpDUhkRkhl~0v%PWQfDtz?}<T?OpL-g*Xjs~&uZd!
z*E8Iyt(7mXg|Bucr4&AutAT_mMX0Y+5l=C0#IMOxb40;YLlRHOeKkUC%DT-5qzTu$
zTu7k+uPm#gKJV1Ay<}H0)m5M<Dl{10zlO(YyIx-|;07cSUu^Qep2z}Y_VxZ=2K)_q
z|JZdICnqT+Ro5trN!d~}Rg5(XTRXd9D%NH1p>j3w*39PASAX(o`B0uNrwiueeLviM
zImy`g3gNxAXu`5d4*ODRW3=>3%bUaCp1r8Th2F1W8Qj(lqNW{InmtFs9%HMC=s*|+
zDWV8w6x9l4G)Z}S9{#)8BYUzu=3Z1DbcDF?E;bYuuBM@=*mpm<^Wy2S!wRRr`??s9
zzD_xEDiA%QAc@$!?I1Lp+YxQ*v+m?!2Q(~WtxrYv2|gWu1mZ0&d7!Ix%Fth*#(LoP
zX5;X)cgqsVos6mWFJk2)@?LyrG1lWw1~3F*L?BQp5rLR`iUS#VF}zc?kL~7><X%hh
z{q6>95!C6_>UhryqX_=;uVEhJw1>n`CJb#iym~&z>9qm!{;*!eQB35OvaIwCt0zi!
zuy*T}24>>&EZckgQUSk94TumNJ3UAapgxclvA-M7sMpUkKG&P~y)U((RO6l<s(uBJ
z<AZ|xTkNb34<whZwO00=DCB2!qUvL(YV#hHT)i>k{AN2H)*7BqyLn2ZXOg&;8dyiv
zeoGJcG`oA)wO^Xt&C7Ui4v!pFM{SvqNPnF^Q0^127%x?D7<l=d1ll$+kAk-R5v}w6
zs8-5pW2J!(O1srdxOL9{oL6Yua7Ae<ybyJIi>Mc0DLGmYZ4vg#+gDhWrJTK?!x&Z&
z!`iOW8b75Td|^ZxY_{0#L{v8lSRSv<%bs8S9_P_)s2v^~ZB5GN_IMKDkXvD<>*NC!
zXWR{1PwM9IO0vlfc~F=4YaBr(%ka}B2UVdRBB<)QhD>b`xt_?1<g<H+R$NY{E$L3Q
zhHUVw+B)7;&hFp%R6C3S1_g}uG#7Kt4Lv;v6^1RSjsyPXhA|D4hlpwTdTjFW^;l3r
zjEWp#4L|$lw#F;0Kibv^#bqsnqBge=l^RB+XJQbNZtn-*<`@Kp#WRKd!Nu{O{M%N`
zwbj`wwST;H1H+Hk&L*x9Y=IL8gvxoScuCf&)1K<srRlj&r_&31aF_RdYAd_!ZQ&5;
zYT<PVYB|P@r^M@f+rI7eME*U#tfgz)H$&UKw*ArCZ_^u7uR<;Tv1@M9<V-y{R*HYS
zQZek$cb5G+xn@gKGP%e!yJ$riUq>s#*e_uxoPFijFjn5{cg@Ha!egwaKW>oK-^u-@
zFj9=w(*)A~w4Wu`^D*veecd1ASu-){p03j;+hUY?KDeczI|NGvZ9<wc58M()F<b^P
z=II&6n8go}euCfQXgNBBDU?tT0g0BQPw&kZKApPq(9x<jT&Dt?ccKbIqVv>c^{ZPo
zmg<dYIp!Y9UkM5Yei@Gmz1*0#l~Wgrug@=sl65{J@2iaG^~<HF!XFG2;;8(J2nl<R
zO=)3pn@vdUf(xLlHPZaoaPgf;CZv)x*K~vX<gwsVlQPzR>MC>ncXj!#w60DckBfME
zEp|`9AL9q#K0;O{Zx<+|_-rjI!`ee-)5!<*sXCx<{2_e-4_Sj_^kY-4i8RKi9Pe*@
z4|gm38bCK{aI}NebhCcc@MAbITw%IniCuT;^QY;+oye}AerYYw(5s@P#TWErcJ;Xd
z>!$-r#MuM8F|>Xg;oAq_4kVG4k5A?Yvln(!AMH!)^=-X=_3_eOdD#kvHU}$N7idK>
z5!Xa6+>PI^1i6*?H9f3_=Y~Ul`d1<?0f#zLsk-Mao=f<4=S)Mxa5hMY+<PYG{9gGe
zfQyaeMP0JPxd;C{W02zV_=Q-un}_YvE~^Cc;6g8ZqCgrmq&E0t+~m&QwnDKkRY~0J
z`SkpFFo*_}rpBhiaMQ(?5Ip3XK6S=GufG8-&rbXps(=VX&XtZ5A6u7B=Kc2?>pW3i
z+Cj^71+DO6nO?*?2^l<3f#L@%^$Y_;#b#D3p~nZ#QomfrgJ_#R^ds=X*8{dlf`F?Q
zU=iM{g9QO2tDJ?k;j$LXL$=AH1>~9%MyYSNSR<=nHmfR!^-(?4UNn5_k4@c+mhffi
zIfmf5GEa42mf=_H$RVjtYP#E|8{$(NPNwek7x!+)CL9SIZH&pHY1Ij`^tyhG1+!<*
zynJiPN6YA^YRYo9=s5?e;bAvn`|>#)cEIyw;v4nyDlH?u27*TFkW^ak7@hDdl4)X$
z%hPs5u^<Yu)la*YMbJB(7<YyVFTpi`Dx1eUzcGpjRg+2b^2q6HGF*-NSKz*plO@%)
z*OT=$SOIWhg_bzWH;%-OV}_bwze`y5f?~zW+wwW#jA5mXFtqEs#GuI$w437U^K`J(
zw5Dl&i^rwWbEnTD=7UO&Fs6yndrA|XNd!I7Zuo4|KOXcY1nulWUt5UsH6J`;Txnvo
z!1jz&Qri`qw;(kS>O*!8YwP6dcW_Cj+4<?tx7$s5NtzAY!#Xq35=EVH_F{0k!8K_Z
z4DrhFW0s$H(0h5%aNLpOkgLjh``Y*GBm&j#9|6znY{=lkr)ruW8q?m3GCMN5V$;#Y
zO{?enEgCVflIHiZw0ow>sl*C5CKQziRyV$ZPv<c24tkSmP26$R99MV8iI>LnV$}!}
zUEkbRcIe5PwjXn>M*>#T>wc#$x1v+U-pn~EpA&1g2b}}?pN;C1s_r^x>rI-&V-&03
zm(hKKm70M*nE~8(;KMiKpkBK9P(IA*S7W>3c1yjEu7nGFqo`0>u`b=qPWHEHq7~J*
zQ<7!njNNZSu)ZqvtB=_A)FH0iaEG`$xK~Ww`chKIC{<X2vOYW^!&Z*aWtnr;lX`LM
zUw=#gr@LIT<j6rNI`=AS1$jb$v>s1u-0N>W9w4G@k23F(1O(!zZjx=%YW(<}Ca=Vi
z_rWdMX;olz_FBnmX12JjMO3Th;r$lN^u!t4r@j%>$05xl9Z5h2s#hL{f=(z!_(=7w
zMdu@m!QP@h0|ks~3KK;$GE)YItFuMi!J491s$S^jKXy+^9~&q%a@~p}<s)9WeyiY0
z9<GQb1L<{O@N>|p4$ba_qwO;tzZI9<%}w7>5OkpH3xjUKNsVq;)OlCIh$-oGqR!r#
z{H(QQGq~9ZmoXe+CaOKR7AAwt`I!H2p%i^a#AZHfK~<?|{|z<*uh1sR3wYp4WYI8L
z$=+m*;9|&mtI;PZXHP?h$LW}|yjUTPF429&m>15;B6qAgIAa<kOZUQ;L`|i)+$J%!
z%CgaFr~k`04ozG8FrLGhM}_w0UG@Sy+^5e12gWTBm-qm2_94TMP7GG$&6nS(Z${8<
zFI)bXZ$||$&LXL-k|!nTEFzoF2Ymp3|4M=`SaAZthjwBz(6*K#et_!!5Sy+o$vY|G
z?Ai}K*lhwj+}RgSqf3M_E|DGWtlq4lE~**mI9P4i*m|{KKEn3H!K~WX?#Ek!P_GV%
zMnz}miqD7M!qR?N*LZBy1oXaPVT;>^u@M#(J`1%ZCw`C&nKE!lx!mkz_tlr6V2z~5
zip(yIoMP#xU#d0t{AE7DWI(h3&{_3K7)vw#Um*b-(WHQU4<2k}q!uWBWRQIqd2GMY
z%ICmimF=u+`ad>K9WGp7lwGGw`<rZ;*(+Ty)i!tD4SHvSrU!}FC|@?ffHzL^zOhrP
z5fVO8HMz>`8nkqoT67S^>Z)0C>>jwBjMEXYcy?xJj9%kugUBAbXbv8F$ye)7u{G0n
zfY_;5<BRiCU5vssbGQ?kb_`(6OiZ0i+t(PL7faJ^bcW2oNJSf-05{19J>WDJ72Nv^
zHS(7}%nnJCt3<(=-pI+OVMFL^|BJPXU6M-^3X|;R=^5N+=515y<w4oPltD2P?Yj(B
zh!&j_!J?~p*>M##?HqRMV+d&FQFzy(bbo%}a0E;{dqLcD#u2EZVdGK0nec*5SB=;#
zPmD6>G*wOSH+`wZbG<$fM{&z_aEsj_tA{5MKqG1j&X!wn4yZ%H^$S$$U+A%e=Fq3x
z(IVGnx;)=3-MK!M>7#E5C2?60UA0*qzdSUn>J&NjeHFBhXA_7YHP&c?T1(<-lB|3=
zqM-T(1Y7NMKHuEox@INxf`{Hk``W72cWjOjSQh(UF)ki8-+!KV990$7YLN@*Z>>W-
z;FA*Jx!oh;>(f0O3RQOPH5$bL`g=<PnRamAk{K$0a=0*f)@zaqgQ({vdhp)E4X)Wl
zB||Q1kN{Q+psrcAIf#VZlQds|8i5FEk@(!Y>&-~zWd3B8M7vAS=zQblSvNdt&3vu!
zFTM@2K5Txa+usP_m7{mE+F5@(i#l^&=Pwq#r4^$-qR~A)dKXi0>U##OrRT%qeX8MZ
z<ipO`tAbUrrZx$qS+#*S7oT}aE#+Qgi)G5S_WRxr-WuwY0lXRNlL5TFaWH^4-8cCb
z2}#4l<EP}enbd<1!vEIqhyb>b?o{jjNI^o#*;*c6z|=QHoOGMY!vHsrmxncx--EO9
zsRw#ZZYz&Qup3{>r{2AVF*`B4Cu$ln&RvH97i66}Ruj))kg(5}eu>jXV7oTi@}mwf
zm2Rw7Ob_erRm?Z!rC5DgxU9M=9jkpHsF>!!UX!GP1_o?&YhlzMY)S=R)ObPK$bue}
z!r#A~`$p0yNspD~!>B4}-7x>>sF=1=a#uCl+qBWv(%IXv1fBguList+NM#1m9Bwu4
z^q?LM3%Xw2LDrMM?3OoTWXRjMyrjwB4)1#Lnz_>_49z6}y1^v1PaiCK^vXcIn#Ztp
zerC33Xr6W9v>F^HTox53=C~J3lWY;dlatp``6Nq>Q2PPfLlklrlO-Z}c?Q^>3oCxp
z&l84w<Cn{aE0&bP!k{NXOQFR7>R0aAT*G)-uvt(diGFO~jNin~5zuR<(bKoqhfx|y
zwLNiyrDx6CTm@l%I4FRUXEw@~`AB(f&Nz~sQ%^3;nuRvR)OY3|D3ZBrQ8;9k3!SbO
zgpCnIR~>B0-^wlRuJl{i-giis^jzbVQTcES*5_BIumA3%R-&Y&xYEYZD>h6Vo;3^G
z?!#I;qp;Wnf7p`FToXJ*cMmGYFnOu_(VX@!`Z2E#M&HHe$$kD0OYRyJh0J*(cPaOT
zZC^GMoMnXVVGb%3-1TV(K-eDIR}Tr2C&mflx8lRieP;Hub{X+?VP>)jn;hSYwYS4|
z1A6fj8EGvEw4*`c>|#jS>SAL=e*$!`P29P=m#%MRD`hM(RX(ZdR6b$5zW0>m+8@;E
z8Dp=frs=vO?<cQt6=<{C)(iSW(Z=k@f2hj)$wZctx;6Hr^4I-Iinq6^p)k2*rDT8N
zAYgN`^h;r5aCaq=Y-s9WaI@9ka~zQ)(gP<|4W@z6jKwvPq?nlvJtc!R$E7wljitEV
zR_v~ExvltUg3G<c%XRjzYpVTv{H`0v`akv?)0eG;lUreG`VAzrbTNzqSp4ug)as{Z
zhifHE8nxoTEVgyC@aKMGjUCYT=xo&!Hx%zYnY9)J3jWucp!Hk)TJzM?J8%6KJ3x!-
zMu_5O7#~Whf3Vlot5s#SG$CaRAlP22ZqV?s!`9(Zr&37QB;#;i_iSdyo%NmrZ}{Xm
zoh3DpHrOst*nVZ0N*3%E(evY#?pvwmCg<#P{N;g93YzolN?Kxq?R~)Uqb(nVH1-y|
zXHd*YI4a(G?Lw9Yst+J%Ia4f}iN-#kT-LN)kf~FNDA|a#x+!iojf;nS427UEeRw<&
z;|or1_79t84pxb+`;&xhhEKDZx<6@H><<SSTGt<+4Pp7EW(WNZwRtr8`mFVr1GhcD
ze6`THr)RDf@6J9>T}E&GC%IJ<epqf55jO_d`X3`_FDP6}ngEA;Fi2as211bD7WXPo
zn?_vLwAry&&Pa(%-cA&xMMk_*05EuC(m$ZJXWJ{KH?96tzxi7kL45d(2?qujF?4pm
zLv@KK_w<vs^L;s=_<K|c-C(@j_ms*{|IX{ivHp+!#)4y@bRG8QjT<o0c0Zk^%<iLe
zxWz$i9ju7U9WgMyDPyy}A=mvot<^f8I%!{{8TA9>qJq)H53RUmNP2pfJoAOy!}W}O
zij!#-=1#pwIPDA2!{eaqPZi7R;ai1^7$`fRo?6zh)1ID3m+DxI=Ls`|wD=|xKWg0E
zzCj+-Wbx7+<QlPfO=i6b3hNh(eME=7cx|`5Zp|nhYTPZ8O?0;g1<|5`+Z`G2@`Lx6
z?*+_D1s`=4&FbYyG<&CJB4{a8Q9!#T;pkRCUBw_IcjIQJR?pn6W&h}8zeJzy%51OB
z{qtHLyu7X9bI3&ZAd23O-@jtnCFR{O#$yisTLGOJy}dgf!FXW=gPI)_k|?!qd(q?1
z_pqjclS}ag3YT-aNxCiPYF4_qdDoQ%ro0$KGNuKbRyRQxD(KYv_^rB8E2iEEXh^1|
zz!W+iNbgVs;QJmGs|SZMQmo=;77Yh*O)NeJ{ZDtfB<Zp0KzQy|cm<B)4eROYKfV!X
z_ZMZR1l4WN>I)vCKuSr6O)>WFR)EaJV`gag^tNuZ-9GsPwiG(O60+>b`IWW{!f;wn
zHOL(7q*^ufg_)MECTpfmgM)=rxry$o;+@8zZVBlDv?(8$eg+#J{^-SDW#_KF_Tk-G
zx#>HBXlQh2TiVXl=8up7h@&B;+B~xR-RJD%?(GbLeKG#M;d9KhaaXnI8+TPKrj%!L
zXTF3MgC>Ya>PQm3`@{K4VW(?%);=5a>wx0*gDVYJ`mPN3=|s!WxWz*b_xldW9HJ1n
z0Y@Ja_>G;{+JKV+)7`fwp8%QZB6v(tX5@>DUtI7Kb_zpS9+&O~z6TfoM_QX;_L5z<
zLFKg)p@;HrYPa(41cA46<vj-?E{dGvIc~l=gekc3W+rVxA!RAMel9*`w*N3{9K?6e
zzRR9zWf_bz-JUb)5aOXK{qUsO48Wx=MyLf3H_p=q?gKtj*dIDU(9D-?_7sZR6WxPq
zdx*bzn4xSx!_cm7Q)cK~FSCcoqrW?Be|N}!ucK=;!F{T1Thxy1|7XpJp;ft-eI^M1
zhu%bEwiKP8mKrr~Jm*bAQ-%6NZJel*_iW;H%pE<BLG3qD1;u@+ZL+06x~j!g=dkbz
z$+|c$J{bS-<5M<Y1`86JS>zU#p@b6e^L=uoe+O4aTAW85=Q)f+{GC`oXz$3Z#=K&S
zGn4morS1JV?a#c1);zZzq(5(7CX6f_VkniVo%~j#?M1J-f8T0*={GF-_f7Waoj&lG
z`+dP|%YNo_jN@$L^2gCC!!gxL9NzswANVrS?kK83boXJE-bPl>8!LzV%`^MM4-2H_
z^_yV_<MAf+XHf+0ib$1uFp;ImMwX+_N)QyDbH(kl>V%E^Q*6%1C-?lgaELwA9>xW1
z?E+XuWa8ssW|xV|HMoP|S|_4T*t7NDJwYBn!B105bC~irP}AC}`4imkK}q(xw<|Z7
zrOH^#Yq7f}FQ8=@)4d5YAs)!7B0FiaD85EHIIeHL&_Ld7bLn+QW*O_wfa%{cirPSv
zmH`j(n$|b=ns#%W_vlp(AL><e#pz`wbsZ5qH}kv~UuK~a|8Xl@+$AQPEk-6HDep*1
z9JNMf6CA%Q6>skM)Dat9#N^{#bmCncgV;Nq(ctoZ@_O!XUQ&SqZz^%P^{9#)1@Yls
z)2I;5#kO`6q7prpkxAzACU^6QQLfFjBexZ2$<X0mv0Gsj4_YdW@acOaii?K?+E!z$
zVK-%tS_!^MLtKh>QcH~nAk71sHe5D7$6)p#;-=X{G&X&>>Aa|;2|H&;XYktUWyw#(
z`eLB!Z3~NDT=UISP1}ou*6;seXy=apWPgBQZEab<Kh<NDSk!98C>t?hqYI(RmqHo!
z?DU1Hv!78b6tQp;I(C(yOvt1hMv(X`|DZX~!u_LuEfYCzEmaC*0gA>l$CA$-d#lF-
zJ+@l+DY6i&`ZN3<#7mX)VXGb|HvLHjp5Q!ru8mIycHx?^l!Tbv^&aBL5+-YVb!u!Y
z4$AVd$=y2Ki8|MSRmv92nZc+gH*R0n@Wn$(@bKDu!FhfF8#U*uM>tG1+0tY`oD#40
z;2!=b4ZOE_Uk-z4Z@oI0+BcEH?Y7cwYP;Rr^drGOY!baGM+P=(4m3UQu{G~?qU@(!
z^KDgZRlqDB7nM8pc}2}EtVNp1vJP~nCJuF7vt07=yLfmP*2W&n`KIDeWXya0y!iF_
zRhjwlu-*PeQ-1Y!oZCGv4o3@qDo$GE&-{xb=jP6N0?X@^O>K;&|2s5*CvqHnMli@x
zYK=JARHh=dbu#Cc?4w46MwLT%Y0)d;Mq6tPg_JBzbcTnDmcBIPr4tecD#7rr`%97f
zC09<9cDjq;1zARsmL{Vf0y$ZrOs22Niew@mO|Rr8Go5uQ2KAnpr*9(JhrP%1$Dpi2
z_y<e&g`y)sDS9vz(#bW>`IU-v9g##dT^yO~@b3%uY5w~a$tue!-BwnvFjMwVSJu0d
zEirQOg$H&xNAk6-A9)&FZipHncp`_htTJ~Uo%LCAuTz3gaNp6@%R~u+RbN-VlDw)=
zO_IERYB62q&AnI7$A(I+I6<{*j`Ky)H*a9?<y>x)*^B&L5xh^7^IaW^qk0U^*P)(c
z^pQo@oT}kEmn5(05}T6l#qDddK~&Getp9r0y7qjE^z2v7vOD`#mNQcg2R9LzfvXwm
zUVRm~z-;cs1rI$vcgjlh;yQYnXt2x~c97GQ6+<QfJcY$6iI(l|e3YHog6f`@NZsD6
zE4$mNzx8y%DEru$jd{0ir0WbCO>ik+8NHznVST~rB%^z+r*#C1OtDX|OOCX!)msfz
zy#+sZZ;$;7h1Q^E!53yG>VyexUl!I_mqBxaGS0l2>6#J~SbqQG`&zY+N|oyqi7Izh
ztupe1-Mh7$iy)UXqF-p|oz!3Uahpoe7p7iaULR-(ll|I(hKWuTv11~*R(St&bNI_)
z>)~_?`M{<ukB}t`x#0<smWQX_jV6*7GB+mG8HW@9L1b0OrecO3NmlRB(ecQEHm?f4
zu`iWNhpoW7=!RCcvq`Mou2$M8S|x+jLBr038eU{88x-!0wtiM_(x#kgLPeXOn>p3t
zMJx}*=hAoxyELKf^cTit!>*z-5D(k%lpTpH%yzX5)_D<ZUBTu1)B;J{R0!OXr!B|^
zcE?(na3%2A0&Urp>P?DGaUA^z#9t6P_E^=e<CL^re8=+_Mz!Bms{X;IW{BA_k^lH#
z*!RO%Hz_)#W0TMGWO%_q{rWlM!DyqzMso5TkkkzZ4()@WOzN}tD5B-D==}UTJB67J
zC(3WMk}u%tfQD$0$%mmpP45ry*9u63f$vVROm;#6LVjkZ*ybYrSFkigMkX^wTOMTk
zvF8fGi<2_NVS655{n*QGKzt&Xd|_)u=z}u6Exx%=&Ay4voJjin(v!~AiOg2ceul&5
z=bLJnHA=5TKxV}saJyztJgW|6DvNKpS{w9llz*SIlO@_0>QKSB7^wMWCch7Lu4OQ~
zVHJcuvQB{LE>c-%*9l|l1ogl5KhwjXD80mq{y~W+>Qtwttm>xLW$L?WvK20y;1v7=
z=t?s$<Hm4;CU-**X_zxk@m$m_n_;FcY<!xg#$ody(~n!@onAa%Cye=WqF{@XO>l#1
z0n{2E-o9xVQHgpww@NRl(2Q33TFw5~=2nkG7QH?Wx%%AW!5WYGnHRuX(m3l5aw`lj
z-A>_);eX6@L2>~a6s~LerqMOk*jhYV32wX^6mxAR_oITkXnF~@84ZJ1j}2ua>SKHH
zY_7{{Ikr;iys`M$Wynisaj5xWZTxrgov%bJ9Cl*{Db(?$n=SD*Swd{;^(M_-S#zIT
zD7Dme)VX_bCZ@O$EpZ4>aEGl--LWdKJ+7k6r0sDbEf|!FTGHKAeV0A6F5G=bQ~DtT
zt))3IFW^ONRCMX)pNPwObN%xT8_tjzJ5~#8<EjMh8&`RJ4A0m3sF{IQp==m4l(4Qp
zA=}rs6wSK$z*N_|7_ctfb)w}8;ojrrbxD)umE9q6-47+U6g9<G$+UXLE3lbuIG~X|
zWQFgD>?FwE#`bobDp&R!mSzG`c7J}wPF?lK84uR@xQ83d^NMVa&1ouC|AAbs$~tyC
zvKG+5lGffO)tk!H)c><xE=jW7AQYW@6<$Gwguc0+H?6TFynBm#0g>Gvb)7~+B;qGy
zzN`)pp2=F)(T3C{Cime@lZVS2<;CT~{aRT&I*Dl)I2=FqV3h21FsfYgg>lF`GUgYD
zZ#!=#3`2h%r*rk4*Dt^D;5Of^6WyUEu3f1F{ekZBy4R+4$`?0!%oGJ#@EAW@XSnqN
zc3L3})6IviuipOA&2Ph;6nv`m*}M03wjf`wzboS<{8xC9wz@E4s3@Q@O^w5Ks6@&f
z^j-Dw*$<qVMML7nIQbGld(eRuCm*cV{SU(L74u0)@jQf|h`M6)$zjA@!Hu+sPK8uy
zW1G6}tUcVQl+Vh;Lb*;phbm22JJVxZfnsB}tHN_d8TY2l8ue@aX3VDjrRVjVF`4we
z*Bj#*^J4Xn?!I5WKaw2O7PF(+9Cmo#wTm^O;%A%LS(7mq&RTXsfhCrcrDp?Ix~CVf
ziNmx33=9&Xt7sha=s_u_j;2LYiLLIS-dcY?j_T=-cf<b>fX|eMQa4V`r^!RT*71Z;
z&;k0AMrX$>KzC|=Rn(qwU{Sav6T6r5V>#f8AM0kVAt*0vE~Vv;v0CHof7q7))b@M*
z0$P|gcaMdcAdJEzNL2fl7u%%<S4|P2I~PL<p=zXlsHi&RFL<TZ^#eutrJ1fe#rBn%
zOfofLQm~m6T&Ya!*FB`oY!Zq@G6~@qtIH=Ta_C|^UtTTfSl5jO*&J?`huQ1_jNLl=
zUCKrfkrx=zl?IKd1Q;Q>bme31fyI5No%n&=$E6m(d=4s0e4N0UN-YCF_44E2k|N}g
zrAa6j-lHE$XSx=5y&#kBR|_nO)%X+U1(`*`W|8Ug5O}R8ugGM9gJA#6#AJ2$i<QNQ
z@QXcc`C=Elte{M)wp%|r^zRW)zx8En`}B(Uh4^7%kRNPk8!sCWF6;B@kOKaPlN|Ib
z22%+91wY(qge;gg=N%TVK5u~og~G1)(3v1AQoS9H#AhiC%2v;0CK!8Na=r0!-F;=;
zKJo1eW4a>~@f~OE>2q*OY6rr{t#-nFH4lC|-<-O28c$cH(077nEr^GTHz-X+C5h&B
z$zt1BM}==j&P>8r>S!JZCU5pVm6O6nTfKkm{vmE^b&v=MZ4)*A4>e<ikbI6$6wYpS
zAo8T}c~Y4}B@G{{xO_tR1&%Zs94s+)9j=dGf=+0M#*1D<N8RtCqw=8`M;-Zk;|Q@*
zr!uWahwiYas+Uh_Ol@VL4hjbr$FY-}iTHB5{Jf6!;q7pJYo3xnV!8X~G?rT?>SSL;
z@Ehk$a`x(XS*MT6_n%EBbw*{R;S<9ID`B19SV6;!CLQ0s7}+Ncjn-sEF!T3vqcS7H
zt)YLgw5En$`5L5+I9IMw{S$?qMzs)r!LPM<M3dUQYw>d$9pQCcS;D}^f@rn}^=@0+
z>&tm)IHvh^UCnkq&{Y#;Cx}lBrba%|IxghjEPlk8qD>9U61nu8Yt{2s8|k6VglHMe
zxxvp{lLc*kKS-1v6}qL%3+VfTtB881?08{IhV2{in0)L&ohRdM8PY(Ma<CE}i2d_|
z$J7Gx#=VM$e*X806Kj5*<;9mbh=&mh(oo|L#n1Avat*5)hgTMkZAt(<aEh&j=clI4
z7yOXf0i4~y%hS%4q<T`sSU!x3I1uT@p1WaFwSBsBvu62MAAWW|lrPML;WH_V7p{-3
z1dS#H+t=(5y*tFP{W$lx;-QIgV9_FGMw$HZ$;Nna@f@9p3!jVuv-_FciB`94pSodb
zPgcNH;H{ddP1|R@{YYHovXCr;DU(=&m9$<RdcmfbjNuL23M|BqqBAyw&=1;v8^N*L
zSd+C3x)^8uKDnbS+>g=}N~(w<Z4Bg}9F{cRf*acKoEh5&Q$OsnRCJE*!3gbcnpDrG
z9*b+dYH1{FkWAcWX~<WpTEOoS-U%#H!tD59#J*&q8@$E7rvAq8l%q}%7x3G@q`F!Q
zlj<f7M5n%l+&%=iQV~xc-CDgiVJ#oK9=kynt-*Fxl`*u~h7Ss@;;X=y$LCZQy35za
zg_(!jP+G1>k1Z@Rk9DZSjZVY}UY`eTXBHFMVz^X=n3TfBlus?eX?fTbOsi@N`r=M6
zYL;p?r}u3q^~h}{OJw{mgwCCt<12P5xff?9BvY`(v+Ff`lQ=kBuF$tfu2S<vQpL*?
z;MrM|B~mh^%^#etJU5=GZnIg~GnT88)NT^D{pJEYt<kE9Yev^q6qkMf3hD4qH*sZj
zf;qUTTPK?jMir&i|Bk^$d1PU;eKXTzE1M)60vBx<yxGZ@Wa2uFTS`>jk9x37IOlC-
z%A<SV!`2MdJC$11y}x%gxqBO%J=5N{cE9e`^={rpUQS+)3L}bzQfJdswT%vrY-k)C
z7rfs%7%p{FA`5Zjh~Z$z#tdFRkeXYh_dg-E^bS=~4f1lb1_DZlg5<K&*w!9;TrlE2
z8e<BUEBpZAMLl%CaQb`b{-7<kwzK|NlydK3^P8Yw&BC{tvPRIX9GaCI<rYE0+<AB<
z!nnX`^{GtpIJ<s&{`kuBW{V3h>?kfXQ^U?cv%2864^P7Z8;4`3&2#^qX!T6n6az*5
zN}Du^kJzeG`4GFGJIReEj|?qD)GS$8LJvsX-m`Q+yaQo_QP#S7Sa0ys%0QPo>nrnn
zHFfjEVch1hls^2B*L<_=H=mmU0Se97RQ>qL4M@-Ijl7-B;^y!Ip6;$NDAfEr1Rpoc
zzr&R~k8JT`J4*2-p`(n$+>Mq<3%`(SOPrH$$HY~jZ4h<>>84q6=|S9xd!8(_d!jNP
z@gvSe)imjI{fY!aFBv~pppRli$z#=TPq=tnwL7TO&|xhuSJ?s}@gSn+x_zq>E*kfp
z$i9xe%E!&GG=g6@(5Q}-?Q!GwmGOB)Z)a6}o&UCvb6lnshx|g3HzS$`I)<JJSUhlb
z)2n5EA=#8#cj?<$UE5JXk6Mlm*~Blzns}M@Q5Z%Vx?|dB{-W605Cn7!S-rU4YpE8Q
zd$Hj+tKN|f$p-&eYv?u*C-PD$f=QuHC-p={!HGyKh%8%M&@fyL31|HID^T=%zKIRA
zz8|6GHBMR0%p+Ab^6oq_89b+RqI0|dLW(e4)>`bSn}o)Z?U(sUbvqqx>p{U0yRC~m
zVYL<?s8!~`h~}as+vyLM7B)z&WNUx6cSnWAUc&OU@KQp#!XYL`4g6kl;?=#nz1FuE
z;vm#9RQ=H7Jz#CN6G72fizTF`pH>FeLdjk>78`oN_-Yi5EDo&VTo*<#t7A%=TRXby
znx3))TQ734(UeTgedl4pxbSQot1~@Ze6bqUh4EeiPBI!=byP3L^l`p|op53JSLWC0
zKs}BpyGu84&V-&I7ww?m@IJIyJ3cHdA^ITFZ?sfbw{)~#(jQo~wk4^;%q#nLEm)a~
z_sL8vtXjMe?d{e30?YU1WiHq(M4UnnH`bT=Mhlmo`q7Iu*DsAtBE-RhKpbZBVmsC0
z=+gPRe<0O@@2&V?t`UaQgVa&GpzdUa*mOlD&<5c|IS@L+c0ZUw!fZo};?lxlz=ET4
zNSb;LAizw&7cYhw`DS{SJv+5*rlCSFiN&)UcJWC<xiI4r|HpXQ^g4FiV0iCe;pK4v
z-|AaB+cZUhS+%HlNf(owOp(GfDe_g!zc0y`q;%|Cq!?g)o-2x?M2aH2Aw$7&a|bX9
zrGl|vWml!HTjjwcEma9eT3IX$@Q9RgOwsM&2WBkg4{=>=W(!u?klf};u-Vvbc1<vm
zW2qc@Mk7-yE6qxYRd+c#E5U54bAMSj%aJyw%^i<{Qj;8mgJ8uCVKk&;BdX1!ej(kT
zvhT0s5qf0bpmT*CWiHege_(%a8wpYqi(0Wdnrmap>LM7B(qmdF**s+=1L6$p<>{iU
zW4Xfg2Fqm==iZzp5-J)EHMqXG^{=8iuD8O6Ra4a~g&XHsp||+;6B7Z@TM**SEH0?K
zEYBD}jw1(f7i3w8A)aSvL9cI1ON#PgR}|kG<pjoEQ1JxD{nC=aOs^y`f>JzzaRrf<
z1jd!Yn!sqh9x=E$IIc<6*qX-4oauQs?2^EAUAA)drtvO}%!+=kC3v%F1=te$7HI{k
ztlCiyaal&xy?A2H5e`6uNmSY@n=!WIt_55H>s48oU>k}_>!%~4U^lkfadO}d2V^`H
zk1e2Pv*NMtD2RpcVu_S)t_w_J<AEEr@j(;uy{O!-2`rkcRI5xClAI7&CfPie9XQFr
zOH{eTbIB@qXJL%Dpv8`jkC$}BeBi2&+QM`?lN97T7PX4cu@+lMZf&iZ+nOVv88~k}
zLV%`@b4prfRk_v7h&tnl5@KR&qKxCW%5xiQljH+p)pFgG@4|JFMr&%CoOYd>VU?bY
ztJ)P^8W@!#9SO%P&5UIwlzYZmlXjKM#f+w_N|^JxqIfm=qVF4jj3ev#{y)T(lNtk`
zC4r8WQ0~@(=*?PVvlu)m@mnM{FcD-4=B&Y-BtQjuUPk=-4xJx{qbTCX9lmx&LQq`V
z8VN~C-Wg-*1>)&Q7>qdBpm~p2P9jK6%T6CcML^Cx=zgR>1Y%-NHt{aQ1JY5EuX2&v
ziKzjS0KZuvQEWi-iZrn*S<u9?&bE@+W9U%~wZzEqs&=T>fh8*xahjzcel&|@6sBT&
z6D+SX7$DllO0ZnH27P3B$piSd6ezNuZRxrgD;yGhMe4-6Fu#ZNLpO;2XMZ@PW|Ej0
zb>@)KfIV<;HA#2qyxS_HnML3{OxKZ<Xv=A(qaB?~5H=N4yX0`Txg8l!n;hBfE+rQI
z>_sRzv1+uI;JdJ%M}#gko2+se1KCb=o<w|Yi{ufdR}tkm8_ZMDMVfR*yl{!VfLf*O
zJ91TOCEBpb88PHmqcNLSC+teiPB?5egzxlXwOr!GYP38i9Hhuss~yy8Ww$!wtlcWP
z){9kq=|r>WiuRo)hE$I9=Ka9{M?kp0Cy(o_b{rT+hT`_;9e2TYn}<Y}ZI-aD=a$hB
z5l2N0p1@|xdbKpkMnwE*fmm~wR||X>PHB~nQ<3})tMJUmMd!3Z71{3IP^>(fD3-lT
z_ae(QP*T+mqY=8WROQQ`rNi;>kW7x}Rop1ia~CdYu7W1UEO63;sCNJKjGM+=R82h{
zHDhvJHI*V1hYpEaeDjJ07pqAsoTTfQ<=Wj(NBizFUXG~o9~JF9lX7(XGU8P2%LpyA
zFXIZTiD)~_L?<;d+x1ivU9sAfkc6Bw@}t>^u4USo>`d9n^s<~`!YkP{X=ii;;JfgC
zI1J~<aee}bH01et$mlal)1+;>E8ET_=jfzysqq!?B>4`|EBLx;xA;>#g2kuW>HIiO
z>5eA%xwNUO+VZ4<q*V1Wq4Cg;ONX|O59E_acKJtr&+-~jc#RWk>>@V|93fAhimAc#
zPNSGC+uq>lDpfTRMEh7kciCPJn?fl+jjHh7!nw>NtLCk=0zzmqTw$twsbVR|xq3V%
zRM?1A1`h((oUvPta>9<pk=TrEnVS2!Nl5FHcUv^B7wjO9@!&5G#_MtEl001#Wl!WO
zTUNqVPSLV}9!Ipu7U`&|UGzk3UekUGR#{+Tu-$WmJE;q3+0mQMM0wPc&g|>+7<Xi}
zg=cZWR8b9bghj1e=^bRvao`?W(H6B@w4yF{E8nA`SJnhtyQi^|M9oAvh!ks&P;H^K
z=p6`G)cv}smh-B~%jc-&p4Fl2!V@2dwH7Dxs(sOfNRQ2G>|(0&*}DNA#W`lh?zImS
zj$A&=T7VMI=bcGz69i{X$AT3P3cKbms6`RqeWDDXkFpYOzp-21tQ%3cRs`)-tqp<%
zh$~a_Xo2PcuDmXaV+q6wY6H+sDCWeZSm6I;ysuu$cz2u&8e4NJa7MT@HvmL&%oA2s
ze*Ss!2bNm>k#SN(KI7_+WQWvrnqHj!flE4a98;|>lC1tylagi$wa5x|k&QSv)#FrP
zl(Sl)eS&pPG~TftKrO4{rA>;`@K$wlME9Yw95u@A%a&f(jkr~III7zUc++lc&Cj5h
zNHhk^Q=!R_=BZRx($$qcKy(F4RD#+O?E2_Vag9c0dk-dOET$pCFHf|tMY49-tyF8K
zIjs4Avah5}Z=K8@_Oeb@D2l?6J5cq|!m!7mk0T6y`sGuedYOa1LN*<`RU+`W^9oWN
z3nig0Alof`{H#;klftR#E<7;KuUKfv9a(a7Xt)(wpTkh`&}Kc3ppAq|Ya5}Os^n8y
zhNl+9f|!A+5oW+gA;HCy4PuB$zSxce&d0#cBx#wXXPgk}z9yh1Q8UIHE1=*ATHd-b
z(T-OYMe&OtVMG+@#seI$heCH?J;8vg$WKs9WmgqY+GGvDprtQWFy~z>UuiE0;EBo>
z6P0As2(o;S`6;U_>8_?aF=Zcc(8TJa1Q{EoD>Fe3%djpwY=v&21sq6|dWtmK%iQ{-
zu%emcNIwknP4i7lMwv;7O+;NnPEQ)HUCV0&ja<2%gc<6|I}<3|PQk&u{c!r*>C4-R
zn@;j|pnv>u(*X=TL|pHWkk7Y|ry#?>ynZ^d4=Lzwuk^Rue@@?Q*LvY5a0{1z+}_df
z7$u)MSZOP_uUP8!M1!|~ovxI+%BagA{UwCnMWnh+?yG`twiqs)G<AjB7yPIC^r!SJ
zm7b;Yvs8YTD$i2oAVrsC)PBAu+IiVw=DYWwF4s)e!FHuz97)&)eGjT?_U#?fZz^%W
zT)DtxNsgH*xl<8ClCspB`gZ#6<e>Zq`b5J%RX!<;G(G%Z%Hq27KizJWWX`t_CyK00
zd*{HQCnV>1j#YYrR_U!z8aU+OTG_$u>q^&9g66M3{d~D{`L_Kk=8WyPf4--6x$)S}
zzyCsCY{~g+GU26cKadbLe49=BDBS3TKATYmMsekkTO^w_yi%x3uztIJcVPwpzFZp_
zxqW+)`G2{c$a?z65sp`@;lc0n@^R}l&OiS^SB9SJSQ~BoCHGc3{nnmnhcc78fpKnh
zZ|MGhJjERN!Yfk(%#w<gnJ7CjQ4zZko>=21WwXs}Qc{~<p;up45Isq4E=)vuz!VwT
zGLzW|n+XHg-Eg*eGgrjS?^Gjq4IVk<3O@fhcJqGU)%#yjfKmS3ek3o@Mc+OUvsXT7
zz@5p>9C7uk1E0y?fg|J35*XPv{GGUOXNngt%gL>AaFApPnMT#Z_Wt|nVY5qjhDK=m
z2|WD-Hct@Mv{FiopC~N%;eJBb;(CSLPr&IX6;@BEA|qR7a!u|hHE`X{ANfgoj5l&R
zwIb>!ssp3DiJZT)n`mEy-IFT+PfEsg(nVZzmBG*F?=EpC7yiUZb3e(A9ozSpOt0B?
z{%p$lN>dPWvMG6UCvkQAU&6~}H<sK6!+SqPFXJFFs&rSD0rCQwMb-l&Ct38F!62AC
zfB5q!C03tqXXXAZiem95s-mkr{DqmlW6o(>TkAI_ug+gGb9J5L4L;w})TgNNUAe7w
zrKMz(ZN&5B$XL2ZmJ!#~)C1lBW``JkzR?E5`y1vG{-({QW5bDY=HJ+co0|XlzO-b%
z($*n?)73uxt}WWy$#iy~Y?N~-`XX04-X;~p_On#k{agm&#8mm|R}1U!+QU1FP=>lc
zeDcpfZS^m=zuq<O9SI_F|MeZu6ZG>lNo&TG+n2QI_}BYHZU5<A=0oWKfBWh0H&grb
zd&2F26p{ytANKoupO#qo@6Yde(#k!PrFJBjD^%OLznHcE`SBJ=7{*orQaZFqs}6{E
z5sZ3BsXqS2=6rUYqSM4YC@m0k*NH;#y|1$zdoi%fUKuTIuQ<E(Id!`W)P$=k2#n(>
zQJ~3)+rHA!^$GNahSBv!_gaID!SgF4af{|CP|Nj*CjOVg`a(n2XTcW&a%Ie?0`PM$
zQ>Ny}zad80-qBG4%S8#2(3$e<QJ-%W56$F!7w!%yo1?j!Kt1V3WdyfypCh~}S}bMk
z0He>C6#Bq0^Nd5fiBO=Tody4>$^P;EA;Io%;jG1V1RE9Y6YlZb^`RPkv$&=$|Npan
z8OsbjwNm7^(-3C-Ue$oR@tOm=TJ+JnR(BffsujwMRjZO0nyo}$?6vxMvDb>@`Knij
zt%kbLRV#}Zd#xs3tXe@lu6|pQFGnb;@KxVdI7DKsaQyki%hM_jiKMIFky$c@kF><`
z5m7wb<8z7E0&l+3E~DOAqIl1G=ehQb582|fI!6?r2{+s;?K9)f-{M84mm`Sxi*~Hm
zi@0RqyeKb08Y57&r4*L&bH`w{N9i_R+R+BeD#(t8x5z6)BqLLFc|AC)Ja-Ce`HU`n
z5&rr-`Y*y+pGWgWc<S@$Ja>0}?(Jv(t54nc${+PdcYJ&MEnW&Jsi}n{b8kZ($&P>g
z@%GD?Pr@vsYMqSC&6=+!MnUznTNXueEucrhgh)wT0UQvi$@(lccWN5UXX(3!C$|sW
z3AVZFPtELVN-^cw|7Vn+t_)(6l^D*d<QlR16|lHd7ti2TI+1)vqB@-pvQfsY#*IVI
zkv51aScbKnjI*Lx1JKyY{iL9|s7tC=?_cZ`6H?-#61NS@g2lAn4-H0`>SctfuBz;e
zke9jCJX+NBcv7?^a6=J;QqWxOH}sbM<=BQtT~uTIu-p(l>^-@6j$6<)hiRV8`L0YP
z)sF+x-I6!yBcvdO@jDwdB~2J5=pBLY%57}vfg2i>(xzq8;%Zxu5o{W$$zYS6w7%fS
zlZ{)^v#P@2!DiI(gMou4`A_TYE+oz9bSFUl{J5M>T!%aA*^~X$4(FZF`G^D#J8_>N
zOQ2MI7til8Cc>jEUkXiybNzO=8fMRGJMfW%>Bdd1Scb#A=rwt}!P>!xD)1m@Lk-t}
z)#S$Ic?0x9XiB3wL2)vdSegq{n8md4vN}<o0Cn}m$ALOwM7?<RW*M!ti)zCIrQ-V_
zn%T;h^_gvT9a?xZ1@^DQ2NnOIo+1^RVXR^1-izakX6icmg=VG7TO2<9)FCZV6b~Dr
z%*ECsnGwdph;8Kk?J7?$YaLXF#~#$p{!bkSJxx;7<oWf($?K$(n(drSt6TANKKB@E
zRy2mttgv&p89hZanwL*+w?LZY%}c4$Ih`#|PPeVvJH5LL&v;LWxHT$GrM|nlE3$T;
z2S3#soUG0f^$dQyH9Wz(8@SL&o2<a;mFb;+;M1mEooxiDCYZzZu~pKXNuO-Auapmw
zQ7L?)kllr>7U32hB;0K*NGd(dnfo`h&`_r>?o)T^EAPIR1J1Ra`3IZf5Fww#wTB2d
zuI3R`9VoSp`4Mp)yW*@Le)1)i=|REXZfhPAoLe+89W#BD*vzvvA7LFXlKUuWES3eC
zE(@%;*AmbC_Uzwdk0Lv)=sZg^%GKh^&gK?ZA1)zUnb@YJeza(CW5|~UrYK?LyGO-l
z@nUu2Qq6OE3MO&-b&IyxxM&zbKX#3W^X-+AESt*+A46^}s2(N2T!Dh-$#m8m5ky<#
zZ!>|oEExV-=7As`mS2i5PSHS&u}>_tXiq<>jo`wC97dcq6LfRB`D>#dyd;!Fb>;A>
zC|m34UZX1K$MvFZR0xeod}?YmzBSu$uN$(zgG_<(Wl>WHv>q2*iM0xUX8K4iZ_>_I
zk~RFbde3IMg1Ij9hCubk2WatGP@5YuT~lmkwXvSOOAD9P2?grv_5#h@JM{Js@1J+2
zGd=;F{Tg&0bVc`hLw!L_es|ZY)$UibVA_|WP+nIi$gfk|IoC{STgR2Vixd62rLMU~
zg4_<bmqrQ4`Jvf#YQiUb2|v!sN8rtz5KNVOrX}8kfm6KMTUz4>Y3$LY<uxJ<r4+{r
z;bN0l)782M5vOJ3Vly(?7;i=_)!DG5cy7PY+#zW;NiIbtI0rm<8!hhkkTEkHFRSL~
z?o+lNJA7EQfXx`L;e!^<pFT@*2yGl3ICTn?5vluJuUhTnFoO2OCtHl5n`nUZvfU5i
zdqS3zjk<<=_k~$c&gj9q_vW*`Ky~1;b2ww8-S8%SvS6s@^y*=!aCVDb)v_tMXBMAf
zvKNdmqAkr2(0idue?A`&zRQ{wY~GRR$*dhsxVx&VScf6ZlooxEi)I2^HdGfaCn5d*
zqMu0mRM}SI>KJk7EUp)_Rg-?7TeNVuSyhWsE{$x<y8Uo(8lM*Mr5z7D*?ZDT+|fdr
z;0M=WWYwEti%!=9(Wd1lhn&o^$brPr|LW>wBDG{+Fk8$WvV1~mSMI9pT;B&Oi$0g?
z{q<|zR2jQB3=^^fR2c^TZXOdT?jGGv#a*vAVZ0865}h-XQgPtcxtLp*TQ^oHiir8U
zcjirFx^_msA+?}*F!J*1(w*93fdfVi4Q4}X0W^n{xN|yUCr33Go_go2S_LXC^uyE_
zEoU!NlU)t5m~TlHe#AD7%asbdn`7SQ@C?hQap>iXvBq#DPd?*Sh>_B!lP5WPdI&Qc
zN{X5Smlo1`9HDr?C*A6Xoh+CPb3s}#89G3k!x+Y3hz@oxndoC3+ZK8HI9tm4A)1(X
zT|QDs%#j#NCgxBvPs|@wXFAq1b0j+6Q*-m<I+D{V>%(y*58`R6OAKN55HiHhmMe~x
zA<T4p)qXfQvT_oo=D}1#TN;HmpmQlmOQ2fS3U?-2cQZ7=g_naY7ph_-0&{z(>ejq6
zL1Wb^RC6+3bvro!x^$&)DxM61*jb(Z>nnRrwOM#@{H?`i<t?6D<Z7?h&FYaw^#ZiI
z(b3(`$*b%Gk8Ovs>Rp5q9y+fJGzO)sCpo^}m64^w`3C4*#6T#7O3)?j9Gb6!7_Nq%
z4LaH)4$PD_pWBCXFXKgSEBxfn^^>}}sEvVO9mr_aRA;Oo899Byu8NM;yq1O88tvdy
zVCVg03pZ)L1WeI_VmqzNS?%!=;k{<6zd|dTK4H*gS+~}dhOxIF{0^N-$U0NjgXc-7
z>P}GdV;6Y;*vx+6irwamJh`rBB+!O8E>P$9Fi|I;Bb*tyH9zq1-eX8JG0Dm1qpYt@
z9)e<ud)u+})n#IkzF=2PrLEv?MGW=iTV;iMW{-eMXY+q=3Y|-hHkA*Cnr+B6Ew>tb
z+HY>uY)xyJ>P4n{H8JkB^{Qyg-DYdy&bpq?>eorXN+Br}{jKd_dfHTG_GH>rI%jIy
z7!0?`c-d6EOf3dgV=oU_``-W2T`tMCr79Gy-&X7v?C^uA?YY%c&WP;&6DA;@$X8n<
zRA346G4AMaFAmrtPGS8o740CJ(h6&7VDW>1+@MH=MGS{bB;;!_TKluy^=B;Da2o$}
z8G~WsrS~+&x6ilk6Rp7EPZUP*u*N=?1Ep653(4zYz4b)qjD;&IRxu7&<Xkjv8-wZC
zHd7p)K=HBzrSFhC^N-II9S~zNF%1dJYVq;_Sy>4(``#$r%0J4T@8*r3XX`86D9dX5
z-#=6e@|D)5pNBsJ%`4aiZ6qA0-;t@D)+-!dkkd?TvC~UM^@j%ARuNp0eoT@qYo?p1
z=dxZobF6nxe7yCnAKst;3v8Oz?+xRQ@=|8`|B9#5<Whws20(JQ;ej-`K$zOy-SpO7
zQjo?4m5w`~Xq*!dGG>ev#d&;ekOA)KyV7w>c)`}FB=J>D>+r?7K83-4m#}PxWuXXL
zNwe9MiXuD7r>m+u2v0;!4$`qK(ek7G*c)siImA%uHj1%ABU_~9r6C<g1qvh&j^N_~
zq2+x{QnS^n@x4uETI`QaVY9LQFZ+#Wvi>#rieAy7|LC&ys}{eETh}g}%G7I@7W{sj
zvw;5RjG*c6bzcpPaw{;rPA4FfI#P+(gM3>fDhm#<)+zQ^`@1+!^fE*7ZPP?l4f?C1
zIcq*;_3qtLT|!O}!D!>+FL~jPi~s%p+Om=CrtOOCboKWbJfYcosjV>B;OMPIFWLV+
z7DG;KevwrY<L66zXeGfN6-O}|BB47T3f(4Ij#kWg?)k%Y-Q87-vrdHq)^ts_qdU2}
zHgDFeXl=L^Z6br*ch3IrezxlDD5(ElkS=OP2T`sj;Pl;(JO4}gGU0x<O5Y;TSMpEG
zS6&;kn|iXU<#tZC_Al1@YwxDa$pT{ukwYuwc9b)>pkq3<7^oe+l5bt>nvPQpPY_;N
zk@WQger|}=Q*nO;pBJkbhX;9Zfo<FoJ-GWOVeNvN<*GW;!xFNIMCx`OxLbYs*t^)x
z|G8)NAHV~rxjCoI5V-TIMVB45$Q!8m8keG&J*lH69A1&EsZRZr0#+wN-!o>NXj(`L
zTAjFJ(z56juV{LjGiztIH5P+w3};}@IkQfrBOM{BE*}|<`tx%Ow;Hk*;uMLmE))k1
zzeGrb&hc)7EsbF8rHxKq)(5zftrw)t%ElF8)x|0MOD<escuM`NJ6DUHt+){VM4~;r
z42WK1aEW*4v-oVje-_M?jnS+Yw!oEU%~r$UsG!dNsC1)O4Y=*Fy((NsD|l5^A_mNO
z0A2qSr>n#UwVG0v$gW;RbZ^z^WN2y*Qme3+DE+LT^~ZmBy=LzBB9$X|Icr@|!&+8d
zJ?%j=M^c0)#$PP@xL(a&=X<9_+Zy~~Y3{BfUFO{hQTq~!MGZ07#4t!6R)qAZDe|Z1
zY+caB0a@PXu+oge2+14oP=lf8GI^+{!gz4TBNa8|i4l+VaKGKjA)<Jsm+(lP<8Jyl
zXVJ4<a({J}cfMJ}_<v)$9zEOKOf^ygQ%4&*?V$8S(QfJH0@un+h?9X#fE0Tunrukk
zx#_m$kmS2}q5)?QI9Kb8(EM0qEMghY>y#Ni$lf<gKiDRIHON|Scy{8!=!B$%c}d+7
z)MM{T#pI}=_8+XpE-~wcGcp3>!Wos7{l-~q>p5^OWF*Lm_|cILMojwLk?!!quQUE`
z!-SC`?B6Y2Z~i^u^`#f@>?O3YxzZ&Yh%TB}7oLx{4~KjCMyvt*Z5D-Yv*_f_qH{cf
zjXU+u;qcC#!`WX@0~chscmhJ>6+J0$T_GqDUZS%-t*ZquFC@b!2l+9=^z28nSy9oU
z`zw7kKm4xS<<%JMLXu5qy`f~;qdiC~wze<(dl#7D9y!>*E&oi1w~(+d$qTt;*VMgq
z!COc4qI7Nj&PTxEMdEy0Ig#=q6z#6aCFB%qxeqpMZnBxga4%DdnjM|FG9R{*Uq1;7
z1w{{X*<3+-!BIV*{ldfHd}@gx872j~elvb%Xoa9<AuM7Z9_l#k2b0NS6*f&NMBjog
zvRQM7?`6GjNJ?bRGF~DAdKTs1<?niN$8qXYYwsb+4u>ktKt4V!x#NgNr7}@Vek7wQ
zc111AH7#vrljkpwth;sjjmxZZsFAm;a&Y0+bkoljG_CP*4wFJr!S5Nt!cF;Kmu4h&
zwVGtkb_)$HL=-*VmN%6RCQ}T$kh`Ph#8GQGG3WK|kIBMjBiF^-3*H%Zusaa*l|Y^h
zsNey40;2Mbo<v~SM7WfgJPpdx`c1Et3TnM$^~{Z!po)Zq7avEre$Uh}QbYc<AED+I
z!Q?cbdXS5S*EO+gf;8(p@<#k>M{bB;?O)20I?9@7Lb}z0bQJWQPTB$7oKA#{>N%T+
zmkZrJzBiu+m_<PM;SppV-69jTV>B>c&P0rUST6kEKY}*uOy4~7tZ;c#X5`VUikgaU
zL1L$kv0*4{KNg~ZzgDZ<iokYvCOO;0(n@Qy-D5#v!ECR}wNkWAyse0m>CvarHdE~V
zb5@r(-spWK7sneAx+R$;Cp<yF@gzdi^4euTAG}}D)kH&YQ@D`}$@S42CWcZsVw7yb
zMkA1TJuhUNJ9eUY1CG)L-IGVB>d^34g>W1~`cUUggZ$md-uiY+qsH9w5vbT)5?MT4
z#9c~qq?Gd{wwqgPyso`z{z-c9Mn`o&;EhTwq}?%EE`{n!<fM&?VMKi$etBo~zfGYe
zf^(NCDk%9v&g21aG|yMl*Z1u#r6p{cdiGa$pDbPD+v{F3D~#R#P-;fFV6&m)VTD%a
zOpCG+6wUcZz#O7R1ep=^%k$k61-ljZ7r@E${qa2g^87G&n&ZjabNiuzOZRC-1|YQ6
z(kve$@2Ukjb=+g3hqaFTV0j|U_}B6={3Bo^(ORD*XlWuC%ewrv?4&KD6Od($TWr`c
z=1q}>sZJ&}`5tL(8z+<TC+5Ms+BvfigqPJ}Hsg&ilx)n3=I9M?4LHDNHf-Gp#9^<A
zZIp83H(t1pj)y1CHeX*hl|u4nH&I1}!4N$-{eZ9A|K9D3GqX$vjFFWk2n0G-I%UBu
zL2w|}1h$>S-_<XyMQj}`lvOr(AaM<ogt}kb`L;VmPCdNSwcLZj%vo{sTeqt)R;wQ-
zC^kApMr8qTs~y)g;V{OuI5pS~XdRsrZEPdm6p!Jc=04j>xC#-Iplkd%vqe1H;5bp-
z*=D?H1&%S8L6Z=1rtw%Y9B|MU5%SJj_AYZ#Ir7$7>z>fkg=3Hk)$GH?4H|lZx}31e
zUpy=`9J4gzzX8LAVR3s|1Mw_3L%GqjjHLK`_cZJ8>AjLwf$y?bXE`ic1eS!Tuxsk;
z_tkVPB+9O=?YA-OwbU-xeq?DWi~qzl7uxhGT;golf+wmx1fi`Uy%uAjVr>g#>qf9@
z*Y)$T$i;}Ht>3?YE_Szw71@t!iP>^zSl;ZX6GvPHZ&Fpoqs%`gFZ^}2tPK?O48C_A
zR3U}^&d$kMq-Jov7MgQ=d->P0{QK1TbVyS9xFBs+AXlmYH!D6<#|dGS%ggvx=PrLF
zq>k?5P$7Lq9j|Cs&4z-qRXX|DiQ$ob-&PF;7E}a_S_tNBAm+?#pmDdidU=^5(B@0p
zw}|Ej_mG8*u&fX9yO3ll)`meyy`${}&OTc=wwC|VT{g+Jq&g6u_bR*s2gR>yJ$LGH
zN4(uXGE)K_clXHWbAcoTh*ZC{i;9nYYfj-|wK~iDQoB*`(TUTR=9`c2isX|g@&;Oj
z#@~3yH&kBWrN&ka;wDUOrPDwq&{)5gA5P9LaohDPCH3b{JR2h3hhz0mMuA)q3S(~!
z(}<_s0U-=t!}!R@4#XTg70<ES+g*4(XS8&2uompmx-OT;q^)TYVVDxZ^rRfaQAfNG
z37nXIt7%(mS#@51E=LBZZpX=>TG~?#WKHEv`0CPj@gi(-xhFmr=Lyu$>H0&nGk>%m
zmnV@HW_o>!Yw`%lEBr<K9j|?b8x`#^994T;E_T0~?vd)+_4@iyR}sGKMImI76pe<;
z{KcN*W37E+uh~^MQdfdUEdNzlWBOb>OG@01X~%(8yeg>;au!ri4T9-6ilk}m%0s<I
zDhewsi`CZ$oU!YfzW(M%>uJL-Hw_L-gOBF2!YtSBGrKFUu(WCjJ$oeK18NLJxO{+;
zq30;M>FnEi__g3}m5mQ%AAZ*wmS7oY8{w{OCj{+fU(NA@nrAiXO;F3~)4XjxG4)Wq
z9Nl9DwB$6sRSOP9e|c*3?NE-N=vS;Ikq&BiVt_@2Efsu69x*_#p+!Iv8a2Y3`nV#z
zCE<d;bJKg|Z@0nZzh2*MDE}`@gAGY=-m^q%kb*;J!<6(;b(}q)rv7c8`Oa5X2z9jQ
zS^fB#Jz7lyEtX<fuUwk0_H#HZ{bTw@Z1of`zvqyYHj@^G<Ehu|(WXuIT@+ye?+PS1
zZNb8=O*Vboe4WG_fiMC{9mFwwVp!i<+qs`>$=M52Lab-0*f!R@OI~f3irDUhe5wl-
zJbY%{Rmv7Xk1v>L5_)Ik3Ns1x3<gJdmTKcq{(M-4RIS3sSB{?kAH&xSnexG=sJYGa
z>lmUcLRfF89nE`_6iUowelX9$%gtL{uNzu8iZTqTv6F{+Z;_-lUe`?yMrh~L9}XRP
z<g9LnV07{Fn!k^lx9N}MTeRiVlM-xx`d?}nNG0codjO&7h@9=Gc4b6}5IzQZv41iF
z%RGOZ$6*j247}Do)9gN$+`L=4ENtJ^rQ4yC_>ILPy<+O_<p;uT-L=cu3|B;pJ9!Wl
za03*;Tlf<h-ar3v&`Y2Yemj#La}Et{MaMI>%dnc0cSwt!=sVw@8+})uiqnxc+-LgP
z7&=tvY>aPh=rj3o)i@4`bTxyAH$;l?s8IK_p7=aI_hPX2Y`u)f=AAsft1HCGW3@@W
z;^q+um^xE$%{0x2UP+z27JuSkdSmsHc2Ez9qj^m@XbO?S|79UXNR#w*_p6VHX;Br#
z$R!z1D;UYciZd%k5fLvhEc-h)9^$P#Kl0=|E8Zn^^iN*$hI3%lv7mi=oa7s2%1n_N
z&K+i=M}2w0Xh&n2g@JcUeh)ty9h9N;JaxFjeVL^J4fl(E7r3?o<@n*MAXAAg>>Y-t
zNu)(BEzwWu>lbl_YaA_;P}y`Y=F1KBi^=4li}~`k@=>_4n*QgnQ3~!m_$)-9aqI9E
zTZ0N_&e+<QJrW2$8h<VRlEpXv{cuN6cxI+iInbFx_lG>Sn=_#fsC=7_)$q@abS6Lg
zIzNngxyhW-HzYCkF_G<#V3f-3#^a*V^_%I$^R<6-2PFMBu{u6Fui)2*A_MRaK;bw*
zf#Db@CS1me;%CKQEjTSl<h@_Q<L5U#;dCl^Ps8O;d@Xb3pVGhQZ+P_XI^OhZq7wS^
z*PZH{lO|uJ5W7fSGYZ>)-^8JC>wGK?ZBA852fzAma?A@4#%(E+JM!oZ1PmG`L41Z?
z?#_(eN;4g2xB)4KA|E%UGHez+%3?u_cn&EB$3hnZm4&dP#~U;b$p=g7`TFFEkJpU6
z;_F~zPfLWz&zVzkMLsObCt##v3Wj=Pr3DlXg|50ZV*iSz7zS(IMlS)KHwSq>CnKdR
zP7#y-Z|CtIseEpJ{`K4h*Rvp5{yQD+7Ez2ImkQM4Dgw&9&lm2&eZJDIKz=Tb`FS@#
zZpA;aM{4}>duQfT5}c!894v~NRCNeFXqK*AnR*mIz94!EHZ9euhcNW)J=3dStHG(H
z^$fH7P%p8g-x9X5S9dzKoZdfq%*<TREuZVX-<`Xh7l|DRqFwD@Jv4RtyM#t|>zx%(
zNt+?6&O>8JzrS_*q_<BEfhv5FP%;&Nr#EV^c<)$`xApnh;QRL0^ule9=g^PK8SX64
zJw0b7B-My0AFs|w8|Wj*qE1UjG^qnG)WvIuE8;hHq1CJ&?8>HTSq2^M(kpR{j;bjk
zm|qo!;_A%$9qRfBMkLj$q*x1S1=YT}YjBWd8lhxYR(ZmyGjzYcAzQ0%Sg+a9k+I?{
za}SUC_22ZVs7JVRZk-yqtLda}b#=WWQ?Aul^cJSE-i9oF3yEKKI(ru4w_9*N&BWn3
zzcPLOFZU@kI*+M7rP=K@%D2Mc<tw^iXldTS)ZdH@A03*Sqtt4&>$I{%J3VDIbk!MG
zcJ^rh*eUMD@-~qGHK(}9{w?}IHg*9ub+Kw8<zc96ZP65>cFwt1_;bxpwKkeN5hMVw
zu|COg(@>Mws#dksOrF4|qTAx6Hg6I9_-OcVUNf?$=?dh72V6H6@l9=#u#q75te~q#
zmg?X7u1ha}cQs#?Me`)0;#G|0R9@LlPtW9w6YC88WcKJE)!6onR}`75Gqa@C&iod)
z+{ZsL{!w!6AG~JfsplXuv-O}NMzRWT-$@ojKG`aKd+yM7tn9I9$dm<-(&wIoRd|O^
zK6!aOX^H9TgP%%g^!0Vj44g~3okY%pC^Vv$9^8ECmthN3Nl1iSYQFz?GVrm&5vLN+
zv*L*|Q6*tJM3`t)hGI-ylp8U6eKUajOR0A1o(>o#7IUnMw8ZBclM@zf!3T3;#sa(P
zdM)mCDj&t|EG7Ne5sz2hN8*Q;uoJ^@WMJtHkYN-qFu$R04ZifCCL0<#s3@nmrYR(k
zLA=L%Iu9?ob(&pNNmS#oz3A7oIM`N<y&+$K&fln38}Kyn3+A!j65#_i6;^QB547qd
zEhk8e`3En5+b=)%72z%ZLM<Kaf)qGvDYz=S_;_P;_g$;#T486g+pM^ooS|G_vhGvc
zuTYD&Q)*#<FWR(rOxM`q#3Q(ITYn*A7Md31-fArHu+=>N@bB*s37Zyu@jO-KZb<DP
z(?jR7GItJYQinHo;6c<gW9q!F(??58d=OA%%b|uP7%o)cdz0=o{VqD8$0e_5SSfsR
z!a?B!&rdX|-+LKbb(y~4&|lKoagIBE@iFJlY9z&Rk;L7<btWdaPg{@6<;&H>s-&l9
zDiKyw6?$TB>mOlq*Wx%{-jys<&7=~tO#8N64lK41x)gvh;|hY>xsaOr^!s(Oh*1z<
zki1z-;;URIE!U~b?GuaK>aO7iFP0UrXtL~83zvN@9i12NPV)LFiWyIjZ{O0Zo4CzX
zO~J%2$B&G0u~X8{pMs4m9*H$2?by76y4&Qyq4(@@`Lc%2%mZbcX!T4MQ?tC?++9}_
zanwOi&xV(4=QSiw7AAq_k(3~&J2cqlr{Axg8IPHrLT`DCxUttH&)n3JZ(%w#MB@6D
zXwDCE)4n@Wa+|q3Cv{!Q@nOrcsmyzuTHGJKG?0IG$F^@x95aFWz@8+KFAq#?+V%Py
z^}0HrDt~!aI$AT{1V;3KzRM+9mJ|fT^Sg>#L4_ik=6cSw#vReSZ{g>abvo{>zEY6{
z<PjAD7ZZ7H6ta49#-cNG-B`j{bb8l&6)h6wbApae|KzHaTG>np1GYx<aM&EEU23??
zm?V)rSSpDhCLNW8VDo#Mnip)&Y<jMhKIj;oI=;8NZ_Qu*;oI)M)d=h!1hTQ=u|<${
zO#tbVVES6`FcwpOK-cFU`Ztdu)4##n-7Fbs={#7zr+IE~`xTO!xB`+bd$WsTOA&|G
z4R_x*kqFlw&e@|ZS(1jI*2FEeEsTD2r*$FCB}G%iXX3e6rOUfLIl12}TDk+AJzWx9
zmu%_<BO|O`>cCmt)e?u1fenZw@gM4$=+`baK*lDj7P|13Z0kbGMKMXz#GSaSb`Kck
zw~Dy%kWGBO91>^MWud7IU2F!>Pg=;cP0vj{k1)l=1Hl-QBzZFl?WnWIB6Rph{}QJT
zg+>-kQO~u5SaSdujq=lsy+2P@E6wa-50oBDl22_{4`1lqFf2;;@wN`QvU8LXlPl5k
z*6v65cJ>ZY$QsM5f@xtK+7BOF&|=A8>pin!ZEu~Yb@<6rf9&wY3mLHSlndo%(%y*0
zS|3I2V6?mmX&W1)ZLIE<quqLUd%&cLaY{}8=&Du?$A(lOC;&nFg4=sNG-_`Q0kewn
zY2;gMASCUgZi5ln8bo<8+Zh@$mrs|lQ$)ioW2tP{vMD4F;*dm;1mSl2(Y<5Uy|5F0
z;;Yg0N%dv-1um(6Gjt6D<#FU4ra@a(gRMOUSdaRxA1snCB76=r4ojsuL~>LMyHIx!
zxfkM{Y?id;f!9zsSCkGza`#e_I+=1<W9NLb8iK5z$;<~vD{z=`x^3r!+CK<rO6?L$
zVoUoiav5)~BRnP}1_*7bICtx+8D^l&^q2h9z;7_`K=#lw`lB01?Cazr3NhKfPW7|w
zg7}Pq!08@y15VZRMViE~m=&MGa4{h>=~<zLRms6gw{3k|*RD-9st$yyQ|~Fa@I$VB
zpSCK-pFfX#ANal8A)4LVgqREa5}vVHziWEv`fG*5WM6+%ac8XFh7aF&4>{lb^nFLl
zm0KE~y4~KseBZ+N4G-HsC&+9QjO*=~S(&v^6&ExllyH%8o;JL26+k8v*RNX|o=pK+
z%df$w9GVXr?0e5a-tYa?@Ja=O;K{&KgH`NyK_S-dby#D>F5RePx|&yp27{^!8%3g9
z+rgKn<Zf&5mw)NyZkoQA@vSUMU2ujpvj_ZtxpTRNq$=}zWAQ4#?K{@f0v8g*H#ch(
zl9yhI7xzmW*MUOU&!5N56~9&q3QvfV+|AOKOulVOFuAO4H}h1}CvCW;>sHLSX}+mV
zLfpxgs0=JislPGmdMpIt6*zlbAHF<SfBuy1jx{|pqpC$bME+wQk)=o}vy|LAyds!$
zhDWFg8dfAMb_hXv-ZYb&MdOpu?L`c9&kW`n@+4w{`g>I)_K3lkKu^FxhMgj~y}8I4
zw+FuI+mIjqd&d2)n9KM7?M{|Dl0;C1qJI6TWcy<Bn-;!UX3|0c$_P5x5q#6XLE2x0
z+k+7a$>+^0Dd4wBYS3wG^5cyebYT2roe2wH=9J{~h=&e`taFfn_(LA!GQk}?k0pkl
zkFA%c1=ev&wqBam&ZQU*eSKSMI!yb?wr)!P-fv8}`%;hxH88ZH%DY@uPN*kfJY=0c
zW$V%gHq5l%4~3>qvz2GC(7@4E;Kru|!*9#|MkdF+L2PW!Y7oUmeMq|OH684fiwyhQ
zLDu&Tv9gyfv*A+yvM#%Kf?F_;p>LWstO}v^Otv@;zS!6@<7GI@6CdMQhGcgw1B2A;
zl{38z@<b{feG-zGv!~9(kFIT?f3Vl~y}6?b7v9m;KlpoHZPc@m3sKfg4x6eh*_>6X
zjm%lTxTLOOV;2(jp^>R*V6^j&_F#*w$AtL{4Q+s`U=+Gze6+?+u852Vw!Th|WhX*+
z$>k7=K1!F|FS`=_;_RmMgYF87@oJK>&7=qsx=?K}#|dF1lthq(AvO6nQT)n*@T`vg
z<R0rx%Ldr`8}<YFn0bzA6`NxIk1kJ4rL*3m4a4Ks+jcYk#v<Hw!qYtK9ow1ya@+^k
zWND-1FveN|n-K-%qc9TMD4L5Vr)++pG*O2(E@_Z!(-OKUViY|Ox5GD8|FakC`-#%3
zAKKZg3weM;GDRbWqdk%Z(|CmI_zKtIZNH?;LrhWBlPqG5;|s>4&7zo6Er1E#lA7a_
z$K7@z&AvZ)zY1JjX~C2+TcV0m%(V9t`D<BU3T0O;z^j_0m$?E*bGZ5FdTnoiZSSQw
zez1N<_mVJ|(!$!bn;E5PY+cMQM<{zD+1uXUbAOa<WRc$Lkc|kmE3u#CFNK-2DxKxK
z)U1P>Q{kpPw<_$HM)?!LlnOWP$75@!qJ6*dFjD<gF*zEA<X$ABBvUI5#*xdbRPVzS
z)t&oxSBRJ-sGkhSowGL=OQh_}*R4~K8q+bGvi5}`Yg;`!d}WJtXnGf_0I9ySk^Amb
zc|hkDoqvH<kNVp@+_^l?erZ1ykMpdLUHL+TQTAUp3y7X}S_^r%A=Ij9zw+hv<pY%L
zTPR@Y1(M9-%gfvL3$+}2x$8QErhak!rYGC?2Fn<bL`#X6Rd%^~+L&gQT{wC#p`6u(
zR`g*wYwtyp=^<KmZ-|kt>^4IO)2DWPn$Lj^uL7urO>l|+91rj1f-+XQJP@H#q3`<C
zhUGeaX?^6wtFV-&Weu`}y_#sio}M=PKrd2wMy2@w{l=HxWiu-&&?AmRvV0Dq>gl4;
zisUO>DeYZ!Dmu8N^<+tmojh}Qh`!4V+R1aV1)oM$7@0g9D|L6Ad8cELf$O@vPQBXS
z%RG*aJ!<VoxglQ0tHP>;LhKxmL1mQ3($wu<cz<ngaCSM~mUl5_Jwi43ej<Num-5;h
zDyF@Org7xYr`_n{BQBbSSxD+N2|G&hJVz}<izyFzDK)t(pM=~}VU#l4wx$_YX&>dj
z{Y?mvzk)&tO=nLzZNJL^<Ex45Z+n-wF9IChoa*<=Stg}Q9JI^(9;q{ju1GMlcOi3m
z6dbmOQ!TcT$+W#nxXF&L(wZH~y~M|3H+TdKb@af!f~%C1gq=i72>-X~T{{BcFk!#i
zVtS9Sb_&w6<LCo|U-ix9YU2)Jw-+CQ<xnJhWwPZE<h%Jn1gRVyuh6JAo*q71T*>H3
z&4vtD>OtAdlBBX23fnBWUxj3tIn;6XLYNM?ePWI+DAx|Sa%!0@wEZX;BU+wa+gO&D
z+zYMr=H-Sm4i^OD6C3=~aPwZpnRbzuJt4MPPhpUsldXit#HLC?EK7@;q#;kJz*^C9
zRNwk#RV`Vjouu*l_bhhFp^K~)v(?p6uFtAe&p=Y&p51-b<t7R|cyr--c}xXM3v!6V
zu0m;L`HBWxh1DB!s_kyD-O}`XNR4-$gX6x@;%WO<4i;|M{L#&~3l&&)1u5}Pg@lJ5
zlV54zLSxxJ<t;kl3VrO_sS0mAf?K<lvR#8wmn+^VS{sR6mM6APL&zSY$;N}xn}u4e
ziC!0Caf{`I7UV3dw3qEw*7pCStU1?pzO*4+I`KStt1wa^E-+N?(!gC4CD>Q_jc>En
zM0OMqD;~HDO$l4bRlYFCxZEeEO&zaLQ0xHJJG)gNcOiDxGL@#q7O56v*;5kGycc0G
zk@;-vgwv0p3fH!+;<q)>BE{F7lu)sYkw3cqLiYNP?y^aeEd`<QyjGDbs8Gb8yPl5d
zQFc#y{}C-5K+LKaIms_nMC9V(q7KU(rOEAj-D?j+{@EzwPCGIn$TGk<V%9A!hwn<{
zHRb)4mYa|4CAGkKw?ZfX>6FCwG}Jj($q=JfTZ2ttB!<}%&6`+S{PKQHFnT!wraZH~
zyiaNm$>**QJ6vzBG9Tn9;kJTp953U~>A@P-=9*MLx-g|8T9{ToU5qb7f@oXri8T>@
zsj(yc+ao19M4X^0P}Z@w&bo?XS@4jyr{D(2udX7*)o#Rw5Auqz77JwM1a`J^WC5(!
zq}pWI6ko^D%gf|oTThaILh}_pfuO5$Ol3DB&_EMY7YZI(&I&8aXCJWA|0mX+``uP4
zbrCXpRN?!_>|{!CA}2rDvVG%&ZvjDA6T#K52Hfy9NPva>6FY!U+wieW*=~?xUuMUi
zpyJ%p3uS08Z9;k-m?MMkIq=~?fhEMJ>uiEDvAhdwAk|sE51}4{8Kyb3s*uS<qnf97
z7rYENIK@=R0zN5|mI%l2xZ`U5cKE)m?xhLu_#U>(RhP4_)_sP%D8Qk!v8&Y&Jq^1G
z$6ODIOjKE%vV)Ng$GsLYx*11pFH_42%<iK6T{L`ek)*+>N{2NI8#J62fDJ9x+(jrf
zRx1{Hr)FtK-}#eY<mFqx^Xlch4JE7IjG)!jJqoqxEE7F8wdHy(PF=^1jV2j4ltUvz
zRqZfcM%36<5C|`_t9(ZRek<0PJ0HBYMWU4mN$YHZItZ6GGbfklLQXgMC>VDeAh&)%
zqh`qWE+6RmbJ#o{Uf04Ow7Y^7L*ZJd+ZpW7=%i>R$F1**;lvY)yRb3g`|N+1&Xn@>
zaD`(v9;!JZ#w<lPa*F=+R~KoznIhNTzs$~;9$1HNBM&rdB-<PsP>}38G>YK&myaJ)
zG2hM;3}X|E3up@}*4V?clqO*vD_FLV(`MKE5hIw|@geE!|GpTQ(-3Rp<c6BW7i;Qu
zy<5xoj+<1)fnD*9Ra+=mBY{v4PsCU&(}@^st?`MBdMH)|7@MO5m`&!W@3=(v8xLlm
zej&DP=@QvhS2e@%6}m<Cfs4yf?{q<`ACxz4laxc&OjIHe4o6ytc-kYqS>6v}@rmRK
z*`URQ^pZfbwCG{MZ{^8ncG2Y6S)Kk{-6<z;-p9@o^Y1hqXv2S;Zmg#*Dz|XHa7iy`
zJn3j}<$nC#)J7&^pNq8>YbCM9gOiQ;i-Re+Uwg@7_XKPkbRR!kqz(93MV!Y{i5+p?
z+{t&n_;XwmX_F)p56xb;r6jh|yntnGlkdkTqbu5m3WLn7u596cUYU@6Hn3&8@}99)
zmNrP=v*Qwp)YgUazrzDsnJh5D7Kqr>d?5Y$!UwciejIFL9+{=^p?r@Vm6E+Lep4FW
zlI{&F>vcKhd_nK8dph`Xd5h)j^2T{0wTUmHb?#&9=*hRGnl|e5@?+1goZNKo_K_VH
zZL=3Y3exSErEZ#NzmtQVbt45>fq>qKPe52v)HdGZP5QU$JT=&*XBBuW=*Jxvy4D7*
z$Uv=aT9X@^l0<q0woe$6!dTWa>VMDhImlX?p^H0fbq_<$lBKJl1ilr=Wy<(-ylDpr
z-5}Io#}Wcj@QybK4}Bby8OM9DiMs{a+*E>e)rT93dW(m>Gnua7$K64<=lnTNT3+P^
z63~C7|HS4(X@CI;Ae{s0<ZFXE+bZI`Geq3k8FFcJ8OF;EPh0{1GFIV1+uX29o;x-z
zM5^ZxnFrG&Y#vOFVmQ$4Sk5MJV!H9?_}=U#P}%)z-2H6ms=~Amb&kIXo%k-Z7^RV<
z4S_>+-5o?iW`xD(v(^Bz-f&}yfHpP_LHc)cTqbF;!wCuHO6Jg6S^Z+n&FWWR+g4Pq
zaI1c}Y2y(`<8pJ;2UJK7wP|2)#@Mi}#q>rgO`EEMv}fC#oDb_{YC+=fuSz#5s;FYm
z0$r521h;KuV)nk^L|rXAdkNh9<gy3vqALEFzL3|6d$3SDmG}@exAQ<5*rqGqvC3vD
zm18lCjU_&tc>J;r%6glKM>sW62He#ArhLK)8L?|v8~RqL@D-Tkg?&Rm<$n{KiKW!w
zOvAZ4GG9Mt*<hSUagX)<X8Kxx%MRnMJ51P#{Dl=L@zAGj@xpEzA(qm%`rbBn^=n>q
z1Tc1G2+_p-=*vwFt7ittNM~1)+cbq{hpFqS|C4D}2+1p!8!}T@3Yqp7C40!cXs%z`
zcR60Zb^H!{2tvL2hRUJayiUK-2vJ;?M`pyu{bAcQxWeJO&KBf3Vh&f2xH&{0VXGfu
zt4L`J#vuY-fpZyGV7h!i`EG&!G}8meKH25uo^Dw;$i}-XISe!1)|Jz8V{zN1=^zFB
z{H-t*g<ba42g)?9YV2vW{OCB{9?h9-IL>K+JJ<qNf3^i7>oo?M;arVmAM)ZQ#GHu`
zlj2JY{4HX5T3aIJHvrDh)3IO=P6d(rC$1d$jv^Nh_HS|@1W?o9AA3zl;oZzJ`u>V>
z-zZPNSgQD@c`E!dh0;r;8p|v1#^>58_;Y-#jtwiG9w8L%WEO>a13_`iUz7UyLaEAw
z8I^ty+d}}Xs0v>BH(Q05zr4;4RTHzD$x6qo8s64??3xc5+c>sy?@H$>3G;4I%+&`8
zq}NfOE2M^|or5H~HZ+sNOR0uL6{Aa&jWi`TjB%!}@8MQ3v!E9tY-!>)F)yEQ3@Iv_
zy=G}FR4IEA!dTrfS!{EsH3F4wYK2?Kc$vIzW}gl;fvlDXk|}7cY<gJOq~!>ZGH_-t
ziN)Vv^;P!ozrX(diZK=B{~QNN?i(JIEODJ(D;_4CotE9CKu_(H-+<q;2c~)aYxwy7
zIXm!Knf3bOdeCTY>bcRR0vEjj+)SrQ-K1W^l9Tt6hr2B;oZPskgY9~8ip|#JLN;xl
za9fnYrj;D2*=H*v;dA@0XJ$iIn3aZ-uY3HZQ!W3@hX!34J`QASVos4hcn@2Ah95{B
zF;n67#77fe|J>@~U&ggf+N<^NB7IV7lr9)<R#2uDXZ<@yo@CD%`#Wh*PwckPU?m<a
z&&MOoCRglTjoHAS|D$|9uG<MOxoLV6&ZaH8eNV1E;<X4Z(r=s${SZpy)*aAS?UFI3
zm~6JGFS8WXvowotqFQk_FE@8gZ*-ex7<<T!iK?qU0zGMxqb(i8Yfte%Iwi;OVC4te
z#biH1w4T@BWoVbqEs^y~&bOgk!3O*IuakpqpGv>@U<Wci9v<^YOj%2Eg!Je1mJ;FM
zMBC8Exmxziv_u$qoFfs2C(3Y!I-X9@&P!}fyr?GOt;-Avzfem;!mp2}D)=6^_P{#Y
zC4mwe*1u4;z0mJIKD7Vhs`oOP$HhIg*7K3eI6mz0MmMMKYZE5#is|5S3+&mBN0BRP
zbugvgRH()E1n9?Q<QIGFbTc#auFZAz{+95Hx~_Ke1Ut+tTZ)bHe2hOS|Msv+ZzP}=
zeE*~&K#m)e(|PzlK#zGH&#t-KT?3lC!RD@+3HS1R@cEt^mMJMj4He77JAvjak9-$~
zv<QqZdjIu3rB(;2(X1ho5&i#shjiWZW`0GSufeeYjI*~Hu_DzA9`W$<@!lZA=b+Z1
zP0y)A#}MM)qhCN=dq{VkU851&K&eE@Qtx!y$4cX9J&;kGy<=2c{aj!7PRE_%52rZg
zuFw;9`iD>b_Q?%hU|~8eVLDcanyooIy9t?aXr%Y1_34#f4F%cNIoraK)BKu@aZ7tU
zfJvGE*)ErCSyB*+_TMP(2<{61IG)$d3DoRM&H*H{s+F-*1w;gNA6h@dH}0YJqMhS@
zi2FN4t$Yv8c+I_r&o^n}x7x^FsU|zR7?ZVsOWMUOe&vE=lL{6Wn!XQREB|7uwOvwe
z>4+1Y>>h><tez)U4{Vxrxb>^1y1_7^dfUY#nvHLOu(zcYp(IICvp6w(t@4H$-L?*x
z*3JQjKOL9~oL_@X1&3C$)}^?$!e>QTyBPEN+v3!4;#qpYvbMhY4n>bfp<cgeop@`x
zb+WMaW;L5TmBqO|Bw6?lw<Kphj52+x5}#Z)oy81x-Uz!yl8H~)#nL_SisD+`-{Euc
zO2Sbs?5k+xC}3qlZ1~KA*q|IIW=+nuwj?aXRoLpd&!03uxR6;mSH%q<ct(N&Pq#sJ
z9y9BU^}r5kSRSf?$#2BnYKXJL%O!1&_b=WxbK@qPUdRI--+BW96s-FLet?rx&HN5W
zHjNfy<*+`)R;OPZn#I-WSI}R~-7(6wHr_LKyTF&{gs=tJKOsm#<>F!zKY!9_$N>+%
zs4pHWci?gz($;LT%Qz%6iypWIhvxKACC#T?sdLfTC|BymJp=y$I2i{U^i*5A>BS+o
z)R}9I5XqPF(xQfPsQ?!xEj+Lew=6hjFZv=e?*$ul!-y%z)6K2L)2Z}g(By`eANAx)
zp_dUhN;QRv(8m!bo6d<aVK?Kmw{L%C=(Z9VF^?>gVs|rPc<>6Yp+-vWHoofsIY7q0
zTl20tl7i1B?qV(a!nW!V3#2^19-;cJ)h1vusuw&Zg}!hbL{CalpF|3rd{W3ITPHnb
z4k?}-D8v%Sa-lPlfzrNEJ&!Qrr80^SW3Y)IYa*5m=fZn;m6{Q37qbyN1(Ts&{-AYD
z;(@ys4-aW6$54%=EOPNZ+<)$;#-frPW~nBZH~--}Q)5ZR(UZvKa~EPMyo5`8(*jOu
zYIJa!R@KAI|I&G+OI`P3M%-oj8rQz_5N?hjsVE7E`{_*hqPK@jVTxE?a^BXsT;3FR
z&SO3dJc?4{5e$?Fbafw~aM+AAJ`tKxd$%Uoxk43C3sS*TjWPcGiE)<{)6Hb##si&j
z{Gs*}k`z=h97xoKf(Wyz@JL88f{wp`g53o88k?EMldhPOB^M8RG{$#B8|j$6snV#K
zW{5tTH=LhDZ*IvfIm1g57FT@ydZ6+IG$JoGY{}Wr>q=r|Y?blC-tTE|Ht1oNa_qQm
zSnp<3?p8tdR;0eL7!LQT4QbFV4l;|4!{U%+Cbq8~bfg}#lI>r+NT<g#_2p)w^iCa|
z(|D)No1!q}TXAsjKZ&$PhNLN`w@HemYb875!;2x?zqq||eGN<hNwi<Uz#2T3p*8yh
z#x)ume@X~SJVBJ;Y5eHg$&(mXLeIE}ul-<L6V!RKlxqB*Z#>;><Ar|z5S+i%6-p~e
zbuZqvWd-K&PO}9!Z6Oyb&<u2l2Up&3;LrVT8JLa?{qi0hJTcqrW&p<teofz+E??Y(
zm1bl`2frwR7FEG0o&9-`giflq{ZP~4*552OTk;^oZ9LEp=u6X$dYC6&)1#-Tv~5gv
zKK0fBW%N?}?D>=N_(lnjhOG_*(VS7SlrN-HiO{;lxK*Y!-d^KY1d}|eU;NUxd(eDL
zab;Q<rf2bjx!QRzSVBZ<Fj5QFPLM+7*MyQvXLq$;sZAeM8kB(-Y=0V^+L&x&t(#zI
z0iU>ciUv&T=^R?!tiVAYpJ7nC4~EjkUR`<k#rXh{&*$$nEWEI_zuDYkyy%w3q_((S
zz8(Dn_owq##(w&5zmq%tYl4iRhD+zmjP4iQ%*gY}HSePHxMGuh1G?(LO1pSu!~9C`
z40mkl7_+o86PSsPW}z)~3kG{AON{-Qtk)`M(uITZ8?@*&<L;)LvEMwHW)kD>4aOg&
zxrs^ij8spXcD<7q5~|5@sN5^D|5ByXu7*Qy<q9<()q(3Z+!@uj_)X1y9NbKkHGqqn
z1xMHX2$m;o`7*4%5vM8e%@;IiB_%P7qeV<>?fDi9eGa3qDCvOp+K(_Qu(Uth+tMzX
zXvDq^9+gP6&L0e?zEg2WU)sxq1Jb;AztLJ5MlLOU)v{EO2QxVyEMVs9O}S1r6P}WZ
zEst+j1!4L%LmvO0t~ODj*qSTP;q?;@nxb%6y<G}xG8!}`D|~eK;WqPJt9=tNxbaTE
z*y~lS<`#RDf)h1)QLN=FuW>COx09vvjP~><)X@nnHj3K5`~c1Y^FjC%E0@}+WM#2U
z)4K1}hI2ds7aC2?Fgi83`R2y-apev#UbZ)F%nyE#FCJe*E<RK{NX$&AHqo|+j;q5x
zDD~<KIXC;w9<&oJMj1RGJo*wft~4HcKA(^@>~<9VugpSphP7H=9>4W#I$0)k4Nl(F
ztj#sYsCmcQUijP{Sdysm7>v8_o_h4s9wtuh@5X5CH+2{X-Yi|8ar8;u(p|ysmEl@-
zTLKZEs+!^OBx>O*P*o!MHprI(HKwuhd{@6DLboRlRDjbfYHraipzzQY!mT4^d|q6C
z5*>&96Qdp3^Um%_k;>?dM_=waLFPGZS#HB~U04VTx>m*YS}s<=jH&*`>qlYXTieb0
z_~+SEedsCh2RzeEJZ=tY(XYr?kccR%g%S5yc0c1gTTlx#K`_UU16YE6ezD&6@=)D{
z$5c>t4k6<dOOl6Y^>d;wi9@Uv<szWQiRwyJNR#v-%hglSbGZ#c%(u?rtV$op4)T2R
zpf2`PwZRbfM71%=Fw|<}bEqO&A8OO-FXn3E_boMMf|$Er8$=tQHrN@`w!zLru?+^<
z2D=~Gb{i?GnWRUu<o0!d!8;@Jwl3cFKcrKs*U%(|U6eF_-?WVM+dO^(HIZ#+e4Ure
zF)ickxCVOx-|lp$TZ~O+emBFgdN><5y|zlsU9AIF%1(7Lw3|kcQcY7APwPmrsWNlW
z1V4hw=2Lx+IJr*^WAn@7z;-KdX9x=-SjlchkxP*@$dTG8>RfDQR3A<}InF{?H{$oO
zOk?4=_G|4ylrc>xRZdmKhn7jIwsL1Xh@saJ5w|`2OjGifJ5nYyHOySS6;{BY8d*=5
z7L7&-`hZ$bIqtB?n_G6(|IBaHRV#E2$(kidHCHAH&#y@rZL#s;vW-!Zl?WZ*60Md>
zZp^k|rB?5{mii3NZMlnaS;G$ZHJ?0hpK?fOBTglVY0tUy#wlWy1+;Z$_HNnr@T=80
zyi)t17@dle)My_rasP&XweK(=7;WeiPBZF@G@}OS>*xZ~k)dBmm+Ck03`@R|ZF;)Z
z8+oYJxRFkNBQIMlOrGH5o1bjUBErAtFZwdAe}ygZYm}|U`L?!4djys9vTJ!4qW#1n
zwjojp92z`qzEGn-y3EvfSeub^+4-VvXp|E3MVsdvt1>}yR+yRi7HZ<Tfs(dY!Rl<z
zD$`g}Rd3t#?s?O6zD)-naZ0tO2sqqslI@ST2R7FdFy0^?;_nIeVvQMX>W`N;<HG8b
zrjICnN=q_XqsEt3uO2LVF1@lI!JI@)I>r$hS8v#{vl;e6WprFc`z4yOa(Lxx{Zjqn
z_jtLY3f^{y{HjzFEUAXN9;@Sy{vNnIY4R3N1^r*X%Oy#c9R;HEUPZ0oT7*JEXgxKp
zahu)Uw;TsVWWRc&%ws~IK!BY7@IH;O^1~R8LV<BwOYo^VWaaB_p6<NjhwkXn?)a^A
z-eB6!meuP}chgzxRrgjAA_6$*_H@ATjt3gzKud51;gtUNU7|j9DZx!XY8W)LTsh=T
z2l~ZIDH`BOEnK*l=$+A&%nBZ!<UV6*F13GhDIb4r^>6k!mCoI4x5qoOI8@h2ZMC8S
zEn*X`tIX~!kwV3B(dh|F$STHVJt^*(Nmt-y?zQFYoeg990&{BB#-udHk2}s_WHG_a
z`=}#Ml$!H{&Di0~s!N)G^o8T}fnNYQN8Y4<WZSoe(!$pvUL`&~h?~;ZnQ7|_pF>r9
za-JFBigfl$J&qy0T;5<ChpQk*5d8du?PEDzxhI3nllHVFO;3x%eqp{=1mny8HU6vp
zoi8M)@uYZd%DGzXU5}|f20=^wi(%QJmAk#Z++=FyPKln*>K3CO>s!3F7j+3+EX{^2
zee1>tr__~4=|Vc>X{+>jGGbkcT-9!4Tt=ioSGRn5SUzrZvNtJQE|(2fcx^^Kpx4-q
z9XCzp5EKznS{w?j5xt_$twqZO>XHr9rdbn1=|neOcoL)SIpmS<9Cc~W9kp|N*_ZKO
z?UM(O>3JpfnCd&Xs$VugStC}~CVoM!YQpv~tJ>zHWI@AaQcFtL9OiMQwwgcxdE39n
zf3^3s?6L*Ad)>RXi5tD{%{cZ^%^OxefL*fRWLc1Amypll=I0o<DBZJy`-*(d+umYr
z^E!2V)2%NQc^iK&W}BJBkcT?Y+9_v^<_q*3p|fdJp(EbqJ@iHA*Hh>mqAPl+>*c!)
zDbh_wg&yj9Rg6CM@UU$LTT8_4A>jdsMc{P3ztJ=Y!~kG%5J@lIc1_e+%oHmLZYn68
zC?S#{;RB*cz#l_%r#HSink0?@i>q#>ZIh`5BP`2?E0>*=pWU7xpJ%7hdLQZz=Zw)}
z46Kx5g<ZmWSnD5&4T#F~n0FSvlk~K(#kTCKawYGoJPsC>j>T7@n7Opv^a{D#VkM!(
zojsT$9R*SrqmKeVmI{GCFKXIQ*7GWYAGA)ZaEQfqW{cMIi<t96eJx-63LZz7AKD-D
zcaPpj(9fF{;W1@&2z6)PaU(1|lYL{jbz?908#v&E7vp6KlGsNK8eP+v;=&hfdQ&OT
zZZBq}1X~ti@<|j>q>1>_((0&kCZcvW#)WuwocI!pDQ*)ePTp^^|BA`+^^Q>!4)?Ot
zCym&ahgwqhorw2?iV&|T`1Xh81xnsd*a-ae&dW3gJqD1ev$J}up8)y4ceM3=*7Ura
z-aA^iL+<I&!@GpDwjVzG0C)t%fS3mMZTD6vz1(V87>H?8P&1fn@MzGtnXVkgREw*$
zw#c!C4EWyzLU@lFX((~8afbD}X75BJ3WSL`;C}F=w}xGS^>kw}p=U{lZ?l}OSgu&*
zz@u)sPK7?xSb-*+I!NQ@?4{3qri^~OvqJvq&QWpCT7K2blp*u|=h$b(%K80`D5R53
zs~6d+_RLtR__md=UU$;+P8W`kb{xoTOuoZEfTve)EnZ*bonCPvu-?>qcn|b&?6UaV
ztUR(;(e)06M12i+D?578vuBfV^X9JkHf@@%n9f`Rrgx|rE5-*Q0)v_r&_b`Np;6-F
zc5*q|w~4<Po0nHuO!acBW#P~do3&QkGtO!p90lO;;Guh#3y^5kva&WpylZ1n*dVC2
zm<ZEmdLzmZ@YMWGR_f;Yo5xRnV&ctVi(zFWYch)1&f}p^scj%}%Wt!EsdlT4Dd$~s
zD9_*=Pa)3akDqV)NKAIF4kt$acT{V0<AghN^MF<Xuxsa2rxe{AXV3D#X|+ScoMMjw
zW)AvZO?-gVABO_IiF4k5|D*M=Ih;I_LA*9AR);)qoHLbut@NUJd3F4M^Y_IkqadA-
zj&<^~<{z!zpDc>GjB|cb^1?Sv2EX6Vp<EiaR{c2FE@9!rx~jcdXi*Ki{eO5P?01jl
zq~(1ep84Rskz~pkT~Pyv4?pz<+w5*)5d^yy!}l$gQ}>)Nm9ASXXX(2fci*kZF8$!e
zwHeqb@*6U+x$=sD+!NQur^X&Aa!Vf+UY_NJ_px8}*G6Yb0$OXRg>_p|63bvvtFmMB
zIHF|JO#M>maZ|%~j%1rQ_f;%C4x9aQMdQ4+dwb)st)N0SAYWHQNdhsOH}_<a_(U;6
z72CvgUXO_^@eA5$3T)y|$mkEz85(jnT2UXxT8~Q;;{MLjUx<fb11@kAZhjLg6?`41
zK%Ojnm-^~<1!3DQOSlefyJZGKkGpof6Tq+Y9~qxOvAKqMX}6ISH+#5|d#*$O_ZUYW
zpu@u{hCLg+9neFFr6G}z>1?r3A-1N$(>q9>Qf375ungh-ym)Zw-p;*`xY-#?Yd`lc
zaIV=lqnl%FC^t*1Ut5p);@Lj<^--22Nz0eUzBffwk|(Zs$ar1{Lg8$HbeMMGc0vup
zvJ;LX{um-G&PvV-pS;+@Z`uO~(n?e%SQ@q~E@4_p+`MRwWZMF27vH582L_m_c0E9`
z!QP4`f`W^{bn!kG%P<yF!{&&)ga~@$rIkae9=1sTg{JR|Gl};z8xaT^<v!RRus7q|
zKdBkq-B%XoG`u#hi;3D1s)Z*7YGKUUglA~+Mcf3LK>9XYb%yP2PG9y=9~fqN+t;35
z$@`GWc47Vm=Xl|pA7#&BuGdVeCEhql;fHxs7?=H`zk9Tq`}SEcF5dp|=y;AcJR1H1
zNz%8Ou69PzAlStGFQ|?%G(6uEc=Pi+KW{KiVt9mixYkww+k>BQ`;HRCEm4BgM~F1g
z!;>zK;i1I#8uV?)L5ARk5*wwfQHULGrb}R)O!y$&>L2BIGy`Lgg9GO{h!<>JgYV7@
z%n&;|KXB}iF<ieR>uJu5<I07F&lLNDOUz-W$n$^arx5degFz9e=jezFBld_l@yqUS
z^erugED}JLLKzpr6!KB)HF9Q>pU^pXJzT82J<^4Io2$p|yO-2s0|3p#O9c%Zxx(K~
zf<c#_U`X<~an7{!xz^0_k|)PSYJ~XRFa+3?CAgbDqNN5!;c|IW0@(7%sKV3F%IcET
zLSI9ifLafAGOm7vilq}L;yyk0DR)jL)HKZ66d9zi)L#^s!JblC7sf}Ocv>d0GE$k}
zI@r_z@$F!mHcmW+LdPj${(P*cf5G~dWTorBr&>xRU=})`>*?9s2W#c@M&(Ma?1iqY
zyEOt#)js1!^T8*vJSbQ52ge@_ujzcM!usNMDNB6P5P#N$C1v<j$4B2U<P(p}oo_(l
zeqL0si@lZkI>Uj^<*3H~_E+Z7|B<?s#~unKbV9IJPQ_BW65JoUVymC4s*tV7)>kSe
zmu^Z`YpUiur4N{jOJfl9gvk4@GS2%GOaVTjp>A%|Lv!6)6{K@2%;erv6{7k13T^tZ
zcMawGxR(1xsiq`OHVt{G!qv;lXf#|sJI?mz)?aLD+8Q~9OF&5TO;dc`i@nhNiZ&ul
zhgDWt-eGt*a#b~dMYou}jYLy{s}hUnXkNtBPqt%5->2R3(ddds`R`p0u{0{S$8zu<
z?~1{T2Vh&N*?ED6zL)LAve9xCQv9%4omsEh=d!MQU-|H9+WI!yOsl$(gok%DxX-wn
zNPN%3I}@B7WY;#}91s*EC{EH0Crz(H4JAxm+W;T2RXx_5HL$`Kwb`xykM43w(`7}W
zXun2rMvz~K_=xe`ZqC15vNs@cZdEJ)l_C;|Jm&nF6@0dBoQ?911$TT{3R*-?XKWv6
zZesV8iy*a=8tTYI#W#YNL3Zwg-eaPg8o^5_!-d=r&fQ(^hxTwORS%TV4{xcwWBf}-
zpd<|%-3Wg0<eI++cxjBqnq+LTaCmFw$!4i=!&lh_j$vk~75p7^j@k%#=U=cn-nIt&
zI`7FQ09#k91!@&nLB|lI#U*IoNccd5PBoUct&GtKKGKZ|?0gO#o7n&SpWk&?xYtkj
zfeU8{q-QM4E<OtmpIvS+@X_lt9+WPd7Ub7slO9b)Gd#?Ca2cPD8Nr=GMd7bO0~CFU
z;iD<3KSf1AM?^cqE5BFGWP29N1;-3F>U5H2g-h;W=gmnaO<HcDGO(6E{=3~h>|Bm^
zUgfZ9wc&sV>_lEU<==hAjK9%<8(WRs=+)o>0eOVFKl&BKONJV$<oD>D_I1mp#x!4$
z$;V)mX<R}=7+py%Buz28K~waY5onx^L@IT4**&Wf>?_CgDsXt1Pu+s9^{SmS@{(Jz
z2?qKp`RR?$&ltWoh80+sxcOuRU_)6S4Wap<tOHE*Lnk)ohX?gxpert<>ax!6;fMDs
ze(R^DLU!rQ@^MlRS0(Eg8&96Dd;ck#{e~VC^uy+zdyd`L!eC>>x_p@Lkj+pmt6zfk
zefs5Hp7GVT_m>w>MhIf!GFpHU2aAMR<s|>!!0_JX<GtK0*6OU64>ugYHm_UIKv`$H
zW7TMIA0lNf-e>gZYtfT#@!}2o*Cg%jd;6@eab0TJhWv1yJ<OU>O-$JgKdxN~Q5G0E
zb}in0RH=J%+pgLD%&NAKgCaT>N0W$#$pjj)vSv6BvV(7%QFe)bbv*9HDab;%Ven=4
z7i9EZg*O`v_fM|3FUl^Q>EN>HpF*cz8?j@6nHm+#?^O9#Eb$p=mNTR7E8N)R3Wf?j
zUFWNw%T27K0~`A%)N3sx!ON`p{ZH;5K2KflpY@3QMBG6C++>fN^t<cvCN^c;6%{60
zs4-DN+-Jn#H5kL0N!`ZGh3w{)jKXiNB$t_(FIx#%63Mm^qEyfdPt2oQ5qUZ|T#+dJ
zqQ0+VTvHFtjhBvx{mXBtxwi3ATBNzlTz}~GCxY+c3w)R}A4>;AU;9p@gnuAv)28vU
za=!FC{#i(I3&Hp>9)nP7%%-vIcvk&-pY6+BWj?X#fqXv2NLiUW4;Cuc?FT=(SI<!P
z&hSPdB%eUPgtN0{_4vi|ED7^0`#m`CC{roEB%{(dBVG)&W+IzgGrE7lB3F85Kv%%!
zUu1yVPG3ea*qBJ8Uv(Z;e6rI^9<&*3<Z0b9%_TOG!Sm`;&m5u4o4F@=)Yl&z5s)}1
z4(s=VNBp#7IpLCj!7{HXhuYAR^!nCE%Ka+yfA`2Y&4}0?igC~rt|K%0KfM3=UPW9Q
z*n2(1QhO5n3v@>aoUGfrESpznfwn`^Ha6=UsOJ|r_B|!(10GRiK0luMe2j1S_R35G
zC`j``TB`^DE$z(5eA&9evwQm|P0&dC2fFP&lF#13xz(i)%~X`Y<|fgNa7AH6l_tLB
z6Ar4BOZd0+{2E1^w8^jNJX)hC$*kJ+JopzZ`$})COra=%o^ZS-0K}CHh6o#s!Le15
z7mOF4{o#`m2Bug=CNP*u|3GpO1&jS7YA**$OmZ?Tm%m?|9eD;r$jX{j9%#MDMw1q<
z3NLTYIej#d{|+~CRj<~g2Wr2mhBB=nJ0wl>>3H<3NoQpZN4aK&I~L=7a5@d|bfo`F
zYZvcyOGs5u%P;(}J15zSp=rKu=g50+sMD`t+bSr)AuZubC`w{gz3gW6zwW5YlSjET
z48DruWAOEC`}tf^V_a>^P=$I0jh*xJFokVGKCYBc?j-{>dd^colIMWrH_Uo7)sjbj
z<qb8-SfH%SzYfah$iecO#ep}ZpUfWu>LpJrr@d>%6M38-u#cHv_O5E>I!<DX7UE&a
zWj>$F*23myE7G<Hp9r%S!fttkV)7+c5*Zqa7H1}uF>16jLaDc9gxXe)cOgAdv|LdD
z<CU0IDHO$RD*EWcBkGX7$U{rB!Mx<Ell}9k>z<`-Z3=5vNF(9ysg;<&g1uEy_2$H{
zD<>6p+?SW>O4=1zrh~mBQJ>dhnpF%fCN6<&3oQoK$0ai=6?vy~P^1`~$9nt~=?`u<
zIOc-_VQ*tkw0xuc_|-4FkCSm@y>t<(!pt2V%VDYI{qU6AlBh(r=Mz&-YJ5^gi>rNu
z22~GeZmi$fY9#sg3b_?6Zr;Cu$EFqSXMT<Fq~OQ4LY%9z3G6RN#m6g%KK>MzlSjU1
zgyczGo<F9LzKT7M!KVKHNXaFAM^)!U+c&cu(!7yojW_D$vG!exiS|`$w9!trCc7}O
z-D5A~Yx_h`m{X?jPd|sgxc$qMr;W^~Mw0XobayG)^{`ywnQ?PqM9{eFM&tn8?!i7Y
zTsub)SbRZaV=r-kaM!5m`q$TK>Bf!v%{7;pYl36Gxy)9ucY0DhQZAdB7iJ{}cd%!h
zgFZVx!K2Kx2bJT|pk^l+%?ZbPBq+v!GmyQ0ft!=!35H6$((5~S9STjc`0__n;B>Oz
zxGap9h5B~A&U;q9$y9vfEqT)9n_FDf4Y$VrEW<6=Q`MFKaHF<%dyvo-J;>pnJ;yIt
zKGH2)ke)LadyxKk=QBP#lb=Yp?2Nh(X=!C0+CGdse4@=B3L13;I_wRcQnqEYZ}f;~
zrz0wFq~<ikpXUSToppB)TOFy>mda)hO4_yWJY0tiiD?V6%lje>VwdQ4=X}r9l+RZ<
zHdSu9t}+q)e9Z}b%#L1Xjb>>agkw-P4sninBn8Lz#KkXi@-Gsq9&xbOF;<(yZC8_@
zd5P0kCbz?%uOCtKA*|sle6AM9*;eOBUa89cs!Sq<Te3<I_gE);Ns+uRzrOXA|Al^V
za)*`M6>k#YnQpSo>M8wPuAln+(7?5;qdJ1ww$fk~ujmEbG0tgU|CwO~u}NGX`K^Ic
zR1<qWw#l_u{<=%CALTOTbD5l;;xd!mX6Lk7>_J_d8ymE=S)x!mx9jKM|Di1>xA!l$
zihpS3+-Ib93Y4cbf4|^eq#w3CDES9!#Xs0eS9wrBMm!%V6G9Qr1e4rxjxwbn#vbN;
zbWrEm_A;+89(z!7pfY-Vd^-2pHWP0QTZb379wDPKbGkADNQio_Wz%(ebF0()fmycZ
zw_awy))qs(eO2dewpC%qJYn_V(2z`2mr(x$y(Kv~wX`IM+bliF;l027m$+mC#pdjV
z8b`_Og$@_V!BFn>@qmvxg;5kU0EV$&GJ6!Ev{U~;Zk5vBw82a?yxg_HB(DBu4(E1l
z>Rpw?oFQqNeKbr>J{t~n8HXO8BeN2lqu^;l`FnNEa3hDl8BSK-J$(P+-0s|PR*ycb
z9K7icp=YBDYn=H)+Gj25N$BcZo!tmwIzhmY2Q<xCR`!(xy1e<b^l+$Y^#&(NvXM8W
zkVOWj8j6ZmM{(kFi(7bAq>|h3yv>x~%0!f(F`tMrPL}iWMI`k%9;fepSq^+}QH7Mh
z&@(m;l7}n@JTJWlI#xZHHzA9~L6fYbzSPA<oq2c9%Qv&_54q7uUdZJIWw^cfzkHXy
zj%2wFh4Xrf3cC$-TYp#5O$|qr8SZT0V9~$=Hp&A73)`=6@f?!kt==&zxnGH*D2gH}
zNeqFesTS^8eY3dI8K~`PBALqYRL&HaBT9Uwc2uK4I9o$0n4Bp`-HY}g38`F|j+K>w
zH7G840H%R6;FxG0az|t)#ty1EW+dI6^0uLWA;?DTG+<ljUXT^Jv(mP86A`g(oio~s
z%7Rtsz>ZU=8-zN2ByHEGs#6u2_xEO=xn41K*wK7<LZw8%pu!0wCVp-cWhIz;vtZji
z?}0{(G~?7mE19X5VZj3)H~K2<x+t8>S3G0~<O*bPHB`ZVSg<ujjO?|c%Joi<I~AUm
z^RQJA23@ObI<87_)CXPcOOCJ%h>CNM=2jFVldkkj{4|T4)go1d@yG2de;NOYymO+N
ziDu4u4@PN}R5{{cWNVRXF=vQuL4UqIRd60%(@5o6;-wVWLe~+8Qc<`q91DuV4&8!c
zY@u81p5hFO<`A_h%fF)5ZR$N<Am@6;!gYU_@>DA{*JZjjvw708uu*f1GIIZgWe?ek
zMkQq@St;QV$PaL9TRO3d4{-wsFvL~$JXt|c(f9zPzD~LP<k~}R)9G%sAzKZ{jD=FM
zf`oOZ5!Y?X7_7FYKxXwRv~c2HW>n8WqV#v6UZ>eMawuUJVdCM#Ld^@Bkh~38&P4Ix
z4anx9VVQAV6QRyv%RLfa0M44feC~mFhhX8w>xzBuds)wpv)Vk~!?icm^s%wiEKQt8
z0i~&#@DqBOW6z??;J!2-TxVTtIH=C5#@t=cgZZqflRKSkyE)+FD!1aXg{ztCT(4Nf
zUYna|grch!?I=u9=7Ajj9*Gc-t}zkfdHMj47Q;X}@d^eW;<d)(NYYLRU2Upv_%vZ+
zWzULhA~Z^*L+?E&R=Z(m!)W1>xkRceS}yigCe)-ZEOg<<W++gC@lKPDQFceTCS54X
zlY5JfEbudYK}>44oJeMSLp$U`?hU2u1`;EWk_m}g4K`4FiEgf|p?ULUQV-nSZ$gJg
z0YIH}A}`HJV-Yf(dX&32w=#a*t@RbERJGO@N^>tW*vz`-!OgkmVQsU7t&qj^hN%<l
z-Fr~M>7Au;=VqP1h?}lRx~3K=$$F;866oxf_vqw3ep%Li>^!JU14vF!C|s3!uv}?P
z5uSY)73XOyJB#MyecB_)HBBis)Lg96abhjIqz112iSGd<0d2~(x!JpOP*r0+J0uGP
zf?r#Fl?rAKrlM1;KWGCtjVVXOR6}WO^r}H;L{+%_sAwpF6FBFU+ZFR&0L?{_XcwwZ
zqPXCJM}B~D0H#T?SR^}39To!Q1{l<wrfL?8vxEg_;-#6T`>He3#~Ep3k+f4X#;KVd
zLuN>2dMVQ}PN$02Cj*Na@xbu7Sdrg*G@_MAr5RCka--@@cyt~zUtrR{L3>xY^Kckz
z35jI!QIsV|uER_=j_J)}Gd-QA^U%epO{)8%(M>m(E*wqR;5h9Rj;`E``A0}kTiTsP
zKJ*FEL|)}|tmKGqNm34s8AT0|t&<V7Mq9b^q<7eMF4hx!66XOLCqAnJ%k~%Hf+fi(
zbqpQ~NDS-9=;Q}D2zMqBr=x?8sZ%vPc}C-4S<h%oHq{6W6l3#;V=2mQ+Px<8&L1Y8
zdPo^I-BO0J1<PjX8WxRWp@XHI#Ii>JSYX+B(53S2iW$1fP8+7lL!j}I;)mQUNHq)_
zx`-WyjbW-`*rbOrsM1}BFyzB>2ZWF7Qc?cGl9Ggq=cGk5q@=-Ds%HaRDr=uQ3Vhqn
zcSq0=RR&T724A6z4h9}xnhTkA249+OvbkR<cXpv<lEKH`rsiX!DPcF{2Y3YOBrS>P
z?E%<yD4yn~{NBuX>N#nWMxn36w$8ZgQ)e@mm8`!2n^%)MYhLHGav=kFaqq^U1qfOJ
zxe6pqHQ>C`qMnJ6S>rsc#Yc(q#u3&fyJO}A$O~wZWM7gj+Hv8?53n@psz>2@5aBB%
z$Bck;Js{D`R{>e3Rs@U+vwdHB<mK4;N?4TX2R8eQd(){`D+=DMk<W{Kd2gnUSleE#
z(2r^e+V^cV+QVQpT2>cEL+FY!o~+yIWV=u+G96%6t|l)>oQx=*%A(mL4d2iwWDCP4
zU*-mG(E%optW*!S<D1m=svCXrR;9v$+l;E&yPKiIPD&}45L!p))%GoSI|xX3JXaZ`
z28Yfg=%qJ32+36ma)e%@q;Z6Xz5zWc)}DZRu~e0+i<&tMcD5&nwX4G#?>Co3gJ4j3
z(_FHs1?tISHek(yZo`QE;9iq$-By+3qDeD@!iWx04Bzy3VxHA4ss?jMLnq|tCRyHh
zW$--6lprO*?~AIj%hd+fx4X5l^({Nh1gIHL292;q)#C;ncJG|`&gh6pCAf8c%y^F)
zi@Yw=Sf&gbK|YI4nvqzrHZv`|7Cn%)-O(bW_QPh5YCNk!74Ae&Bv7Z?P&FZ7$-)4o
zp+#%TT|Vo!(?HEMR4Yw|S(Trx&Q@%s>@Lzh$_r!@tC+FW!;30iDlzN>C+AvE8q(##
zy8-*$r~#y!bfG9s)Vg~>)6oJn3U&lnoh%<Kdtu__Q4h%!R8)a%z#Z9BJ7!v+i&-d&
zrjx8Q%wF2Rcw#CW<AsF=mu?J9qHA2d)R`X4<+ZVTm{04$L~E{4d>%eTi%>XCp`rmv
z%_HWp#TuXzk&6z-+WOMilu1>y6=qbkm7(Mu0Xb<w-#6EkSPH0xch#<WjZJ{i*2C{Z
zXI&OoC0snK*A%pJ$Y<Rbd=qcZW_4!S4x^r{!@lap+d-(fmDx^L9x*k&vk|P}TNfwV
zxjvhcnBD?M>7XiN?N~++sWi~=w8&L2{g|&4!Oz9HOsJ}N?U4ks_fJc2Ia%kczKY7J
z&De5Q(H6&{D9F5NT^TG`SW6HsJ%Z_%dETw?RkrvHmMdC)a+K%Jg0a^a+@hJ&nLo@N
zA9X!0eZg{fiz*%mTTz1FOSKBgC&1zwq^mWuk|0V|-(|YCFzirI9$<H;V2<CsXfB#~
zN1%#4`d%lo7gHM&>w;UH*z%ag`Q&Y&bhhRoe#3=1v<;7_1{UVY>}`1RwwUzhr{Q%u
zWbR4pS6G08mlk5{MG_Aes=&3JK%S9OH<GD?J1_bivvJ>fl)rF=9r%>XwiHcLo~l^(
zn)R+_?R+x&!rYm%oX~n@ZD(?a7qcidfLfQt>Yuk?Z-2S{>EpIiL0djb>!+VJ;gwdT
zkx%vh@y}br@Nb_#ZtF~H8uyRS_20*TZ{J_uj@Ol2=1Y40+sC(?L`@#|wO(Fv^zmnr
z`n;{dkAK|WR+zMu!{GWS<(?sOJj;{;neQ(-y}spa3xw%w=y)FTS>@-m%Fk!jpU<js
z*2f>#KkbXK>uFJV<@Ix=ytj4z=D9AN?mQjX`S+J^uS@io*Yxt^Rb-Brx7W8-ftOF`
z`j~lz^vkz@>)7M<Z9OT@Cz*3y&zEn%h@z#W)~H1OJQs|aR1wC%C^EVKr%cYm6v_C{
zl;v07{U1L*`hD&6*IR#Yt7$<f>1Q1X|9+$$YRfV06vv2<j(IZ7{<^k5-uuhHmS0ys
zfBEI_uWzf9diinx&u?qZ{&Ii)ALUiDBiC(3_x%;MtP0}B<8(=8X~z!WWfCA8ZKSrO
z2&k4|Sqh-P&$$!HS6$DBEx`Rw@lL!mv4frefn((0`7QtUn9rYq>-iZ78qTjjeshzu
zn$$5;VuwK%lZbMjx&7+==JFj#SSz8D&aW=Q|Kq<O!ioQJMc7;-=tW;{flCeD6tna5
zThth)W+(&|kEv3w_*-f$MOkHUBrddkdiDpMVSV8Bf%$O=H9Q`cZ<3idVA5x!aFG<f
z%OvY8rc$78uG=KmWz_{uq*^BKr@^SUtry|Wa=))2MX(M~#H`(p8w=tPFsd{Jf0uZN
z^9TF;?%k<eB*nf%!F;>$NJi|r*nYS~C}IwnfrR0ac0T=f;kO4O2;~j=fFi1#9+)l}
zMJK)Mml;(z$8Lm{35#cF6wlBoHva=`BTk|4&>OJ<EF&}kkw$0~jnF8Zp)q1}zRH<E
zbvRZ7oKbCCFY<?>;a<~jL-VJi@J3zw$vph=0+9(G7WbdNU0_HZa^7-zW$qpVM;v&e
zD4C09|Cg<aUA8bHd5u1=7=s4@JFEZ_#Qs+F^iZIsI=l*O(J`ZLtSgX*hv9<BD0Q>o
zO<DPow?+9;v>14LFe40KAIwC<X1xhokW}k`L9MH-{_;GfC0-z}53X#1nf7*O@_Sqt
z4@ep>4l*p-2Khm@#NK&5*|4PKJ9WI#=-(arsr~ztOp3@81BF@6pPvwXejl9wc0s1Z
z^XYq}0cy3Mo%GWsXYSpcTyHQ?VC31ExUnN+-d{S#?)k51{*ds)kN>)0OFaMc^n~dZ
z&o1yuiN9Vdi}GKE<jVz5w}gZ&JWWL7N0}kz{F~1TEHpAK0uKnesD2eJnNcH2!w)_^
zP!8B<=J2b$r!ud6V6EV3ksHEcgHKk1P(%Q}kdflJpFX^Y%Xs8{etQa-L-;BeX>B*N
z41FSOMQ52v@E~kNKF@xEqZ)3`CHm!3c#xjH!e<S)ZsWHP7uIr>|DUQ5pMF*{{Sjrn
zu?1MNNVfw1^XkGa0PUSyL5?ZSzw+PBI)KMYiInE>U2cyRP%J*3ezHOT{_AIU1CMsS
zJbo?bK<bf~zNo#LD~8NGyzu(VYZLJG<ChQDQ$796upvc)ToRfxZkhCwy!BMM;LR1_
zg&t}eiahMQ1)<6lB4O&Gv?5k{yi-Fdyr0{K(8|Wiar2jXQJ;7wWju_KGYx|nnUkIE
zxJP!bOf>b4n~L(m!MU+t!EDD>o`Z+S4F=CstmV7YUU)}1V$K^)lkXh!4);69kzay`
zr+MQhd3cP0n~x38l<r%`9<8}^h2Q)gfneUmo7zC=lKf3BcBccqA3od$z6y@fv7qL1
z7L>B_^87~dTXbH<^<;u9Gfa)4Cl8Ur>w{WoaAZ`SpDoI)0j8nwd7ngAzsrI#(O2^r
zn)TQ9=0Q!!J46fZALjC~(!&*kxJ;skM9egDoilou6MCux?&#DC;owy3zz%0N>7kXu
zeO9l6gHtPlgHx@6gF`EUgHx-3`zCt<-15HjfD;;!)yM5|6i*_qegFZz^xmz$IDM4h
z8Tk~jpUz*HWk=65Fwl-6X;vRG;JEJSanVZ0^t{yO9YYQ5x5-d@zv1B*>5ip!e#;%|
z=$jPRWQbc^eu4WFlde2Wv2#?!{v3~W@NwPi$c4+{cY+bIg{K`0<@tkJb)y9YZRf4n
z;_}N~Ehzf5bJyJ@!M=AtLGHxcXkW(qe(0S1Hf#q`F!GlXxbILWf8osgo^kRUue^Ks
zb(t7kTW~}KdB}WaaQx>lC*GW6D8$V#Rmzo(uCbJ*2~yEVfIG72lFttca)=F{yEFjW
zAwa-)=3N70p|SP^BYGTNm|^37&a^5eDT=Bwi_D}lMP$(fB9&Pk;k&f~x_lKLW&B)d
zZj;ESEN0aORUHijL1S+klqz$!>sM2OQK>-e(v6B$8vhd(G>ip4L;%HAU3Rer5;?WN
zy6Afx8iyFu&zPd)tKg`DG8wLFhP?S0GkcR61<<3QfG)iSiID)795hIRuY%h`99aU(
zZEZznm0<~h@&<t|8!UQ>*bJMmGl?CQ=7j@Wz7rjydz?|4q%v(xjFNV7aaS$TBN7BA
zemYHPr^NoeLp`8st!=6ug3Q9i3YU<e)^=*ky~C!GBv|HRlQRO6b%PiId8wzjJLjmG
z6EkaYa}yBtq~yJ1lEb=uTg<bXP|V$yOj%2?>gL6dKBlc|PSHTM$Ig<Jvvc+`kU|l}
zVoB${;H%(G?dt{$$#Kqxm7Ca0RW3F_Y);97ZC*`5mhZH}MXljvf>moFLD>NdZoF+7
zz6z#=xJlxf90zt+g>FLALU99|X4$wYlZjN3Q{zh&Y7gFjDKGW_mo|uj+Pv6AYLR0J
z3M=j2#rJsJb>Jq#xXV}h<7Oyg(MkNT_$rtivs0_ZyzycH1+}S5q5-cFXGrq`**&oX
zb{oUyU=w8i#U5yhm7|^Rh;2=ra5TIX?hh-QUv$oDt^*adNbh1&HTQvL((&fGWwY-|
z7SR${`^bAR@Ag2Hy`U$E>guW<<l11)x^zCAWgRxfr0QwNJ4kT{dlW6LS@RMV4p?J*
z3`>W^X>F_0wx2}6X*NxuvI1H=Xy`s4w6g&(69LF40xXQ1j~<<~aq~VdgLTD9O#;^M
z;EdyarhJ>?D(1(asWb2ka)#LRcc_S(s@n~E`w%0DwMLD&;HzK>t5MstB5?*WYRaoc
zACoqrWc@3q#e&4CxI*zl<X;(QomsYlF%G&3A<h62IoXLB<?M*HR*j?Jt6*xA+EzfB
zJqxni4(zO{EtgN5meFuV_e*H!Nw%-Z*ipP%GGN^yBuhxamr-Oeqd3-9n3Zhfur+p^
zyQGzThq)?&RB};0#Wv5qV6>T##=446tybGh87tjJrlIE*+h!x=iep|a8klI0yXdm&
z4_Qzhh&9{J;oSf@>G>87H=4a8*-{}RncqgiTgP}q31Z2`S6po@$(9M1R5W|NU!>yO
zGg2@W--iPUYTjvBFlq7%C!?SjXtW|TVqm-8(CS9Cyf>l`8)z<wL(VjT+}NwY6jw32
zp?K?iNj(R`4s(l2w2a%3)-8k;Hy@N%5=|p*)N?Hnkk@4>HLWI_g)YhF*%WL>4J<~j
z`wpWUoBBNK+Te_DAf3*Rr&3yUW?d#$oCaoO!w?}`kk~Mx4r>=>igNHhi|n*6V-}}j
z**5`gSH%qg@|@Q|B`^2MWxu%s7n;;_@<%~+ne~}`2{$9kZaK|1c_-X$2DvWwz94OD
zdQFV3u8f^)9G@eX#GtyS5>SpSqJ^@JTbeOiMQ(t>VZgwg5@6ouY6_Hw8i+2N`Cikz
zZ0>I+E;dS4&_o&w$7aQlq(+pW-d}Le(}#ezmg&X`Y(5hdC02FQfxs{dEOEtQ2iTj8
zWFwX=VpQ}jtI3h`uu4)f=-CfLNs_TZNgbmT96DPwHMUw08w7_PU>S!<pOp~IVXw)S
zE#M@ul32k#1c;|75U<OMl(o-8T_J#46ck-3Q)a0IC?(TThaVOkEukh3rnU)+Y7%D?
zP>LoxDXof9#ZmkFFhd`#2D5Ad%-96+7zg5<2Ffm04<#5yUpYovc<QMXrYzEWpd{$!
zimY&okCCvFR3N*>Sp%(pG3>V)ke5Rs^+Rt{u%Jb9w23s&%ihL(V{=hqRZ~E|TlBE1
z;G~`qK9afMjv>vKtjSI?!>329CP=mx=I0|ghC6H8<91pQsQ)*lweWws%O**J6okV2
zIYpnKBK_C%%(m{o9(WIs?C4oleW4<n@C2*#g)0z3u@DnNS~m*~0E^JUf|abK&+Vnd
zF_sTw>jf#Zd=MTqtcvdRpzTxIBrH8l;B6(g3>V-|6lVqQhZ(w|8CwM`S#8NG@C&SW
z>VaenAiNJg#(s3!d{E2Ceh<#!yb(N!YNnl+F8##Z5<&z~|K@SBj4$%4Hco3!s{U)6
z3=5C>b__ys&`nGh{6caeMVc+%S*2rz(rQx+r4@#P{0xDOUa%eTkCA7;M*nZN;o-gy
zy(sjMrzz9+ogAD!ZzP`vs9&pE2PwT7zHCJbPFC<6Vy!fcV3svJu&}37=ra?$HRqz*
znRY4Efor(?aNoW>asT|nMjt0&aO1_H`Pvx5U(oR-Xe3k<+P~?_X3dQZ>&q<6=EixL
zzFzLIg=B_)751}6G~FG)z;)-MGjuZn_Th}XJxFf&Hz%Kr5sPe+ly;`pv+ZSF?q$|I
z&d2W~c>ZLVDudGEY0jT&onml?Zs8V)^J|Z)pz1o=2a(iAwmS#ADK#!cFiyOiYL$1j
zC|8ix?>|0%&tvneJ!+R%g|*289NJbjCSBX)FL?Gld*N+zOF=BIoF5ByGxgYuD3xD(
z<8&<SF_d1wa3$W)vl;kDf0R*Yx4reU-uzQox+>rk1hGoGT&_!dTZP9WST-_P^g>?@
zA%q`kvG>_{h6D<&=yw)EuEDuP-2XE6*K&8d`hH_L9<4hbY~wLs$2BnOFUC!=M7CHa
zH{kgxtcmr~wUH9iJ3e@7)KL_Q#!A&cz=hFmX528hSaDI`f9~vO=HYFE!IHC`Viyvq
z&k<@Vg+U+mdk8Tpq^fy>m9!@iQh9KCtX4CQgt2WxAk4OSNkP2aurZ@g3or$Qh?QKd
z+H@xtNhs;;+A@w8P5QW)4_X#oJDaEL$erRJ8l~{fCFf$V%4JD`Sc`Z>eXYcfLU<zo
zF|@l6l{NUqi<P0m<L$xBA8Js(nmaT;)GyUzf!<9O6{d-qnLRberq&zsUn_S5=)6uO
zx-JFI`4dJUMA#wAlJJ$o@HAGIkhgzd=cxHyU5gDp)co^QTsf<Yw9=mG$Y=XH9z|<h
z*<{;Mv_?62SV5aqGeHWa#w$s$1Sj4(3g5+_zyI@%4lI6?i%ivH9ohD@*MoJYvYrcN
zB!Gmx(IGXwStm?h^rm`FBuzl6Hg$wgUovoS!^7HU)5k-B)fO=UG9_s8a)YZIj;iQo
zDY)FKiKVX9R0UOIR84G)ZbiZ}_{Ga+lSWN$7{+;nH@97JJ4G6Zdr{I`jPCpe7kmJN
zIn$^5V=~yn<)W&okV)^rrmP<QWzzc9QK55T2MpSrHqlEj?pgfP@q(4BeLBU;{;pYb
z!^ZE{qB366rMk6dFV<hy$*N$scxbZ9|CS3(mib;V3hkPv?ua&>3g>iFy!`Up>EhPo
z2kGN?Y5LO69%I?khEcwDTx1;w4|~`QP*i<&w?63dFSNr4n<wcenso|%@bo@+%5fa+
zN<iT3FVxtSr6ppjun|e&IX<s|gNc|tc&}zCh%)3Hrx}(%d_lxU_3R@)(=$_f@kH>B
z<Mz!gP>lWR0=s_0`MEhSu(N=O<@UPe#R#?8>$9&NhiVJGN8~cp3=ObxHtPXxqIZaa
zEItCYE|!H4BLq>qDNo*OYK>WcZu7{@wzc0pe!B7L9*>1Zn6-U{#g38MK7OIKV|4U9
zce)vwDrHFNIjj$&KD=^Vi5jf*oo%kXzZk9I-4{G!GOHw5@xN-G%YagV*($>hUsw<}
zzEm7<WLAP`KpNHAkOjAP4=lGD)mlxJ>GUs6N3mX5ilw<@yB(d2?y>Rlp<4@BdDe<=
zk-1Ih!a^pIei@ol(+zc-oQUBotRIIbREpzYXw_CK;<^83L)CC#bU9AWrd6%!1oYv*
z)Z8QRw8x#@qmEM*b>E4N9{0HU#tOZ=lW=0bU0$!zQ!jO-4$SD(ju$r{U}x<7dVX3h
z+#2hfSQ>U`&pwP#xby{{J9k2*gi61J8`hP^@_gIMnXhT`h7-pvDjW_XycUl-?eP|d
z!^6b#^5AR)qZafDS}av=)=Bu%#_UD>R}ZblWU3#>g_(TJ&SnrdYgUCDQT^X|x`edX
z5JC($Yf8>x=rz+V8P_`JnmUNoZaID!FI`P44Z;Q>^t!cY!pLV`sc<-0>ZRnvd0m7p
zH6QBpKx^-Dxo<V;HB76C!(61Pu`{WFsa<@_&WB97&}9i4rAnU<U{nKLS?oVojkuE+
zzlPD{W!jla53>^$B>xZgMm~V(Bp{>ZFPapg+ChzCKx5RdrG6>lyFw|H*7kKew_3ng
zZddsMrrw8=CBV}!4K|Cxas0}Fic78d9F`x75E&#v;y9eKov)e_mJM*ROFr9yDnrPq
z@k9E|&Rd!uPe_ckXQ$=|$9Vs9y79tBhu#*w<IblhZgpf?S1h4sN{xEeHYlsD@^VF0
z*rwWvOxl9Oz2HH^CT;!hsbK!?80!#ITjj8~UEsOTm1DRQhg7KVQ~ci<;h4VyI(1Uu
z?2!O(d-N1q_eU=g9=+h-7qHm(==iR0e$Nkkc06NIO4)27r}F=}c%nziq6SZ>x8j^R
zr50aeOR2^Dvy?K5lnS;Sv9*JbL4CGMZSBUZySgfI5D7#urFE<*j@7P~<NnC#XuA&(
za2sZz+1_2DY4_Y`0!SZ_jmKpbLUdeKJC~wtOZs8s_8_JCC*%0g7An8N_%ciOzSi=f
zt%++C?s2V3cB%D($@|6dY14=0mKt|LTcJF-liZ5Zxlov6n5w1=lORkL<|pJ5#EnMJ
z#H(`ltGTvt>!tEJ^Ji1I#2353|LGYNoH-0iqg)nC#nJ#w4jIHH7E31KN&LZog2rJG
z_Aq!@?T4Aia<Fu&$n)`C+Kbj}a>E6eA6*7XEeLiY#4mU3csj5~Vbc7XnMSp#%JZ-@
z39Bd%zW=28!7Ij<RBk4U7$psTCE6YcQQ^+DL%+k_YM=(p%;9JMJ)1anr-831M5w>E
zT{GR_paeeZjMC|T{#qtqt+<W(d3~uEw!<5j7vS^H4<kiI+N=Q7=wcdxzp+V4|4}z&
zEdA#~oq)w6n9qwCy*05?d4=)fS2HyewA!!FH(N3-PbMv;giKOZv&!~D(GqdLOFrTG
znr(`v>L+B{fm);-YOd9?%6(_I<O|L>TRqPC_2DT!$%T1H4Re7O#k|r;+AnyrdI;P7
zn5FV5S4@OzjY9~vdqAN+({%`+p01--Mup9;d>GAAMUdESRO?6Mbj=S?b!GE6r(8gx
z$EC)PZ+h<2CZl^M>{L8Oh1MgeE<HSqu}7+Ktw{idSJFS<sJy_}1}`4xY_}9H75(12
z@1W{d6AIxL9uEeI1CPR2PVgp$l0E5~J(uik#^K+{2a8QwHJ<KI+GS+316F4)Dum9R
zxtKU+WcgQM{tC~YJ)oiR&h6R<cEnc;!`!9r>rZ?5#oVFep}=#s$3OTs>>L)il}1FF
z(n=xM3M1JXPaWP#fLdWy;KAHVN^K=eWEI_3Tn3Pv&6*}GRk9q{TG1)I2p+b}oY|>7
zo#Q(nw|a(|lht#K8;|R7^=hLdK$~?@u1u{_=E72Ex#fD&kp7bDKl&FB_<wYlO_DCF
z3Pt;G6g7ey=^yHNs{6HX#GU;U_6EtSb9%W#MKl37_+)*9a%{tuB(1O~iCxCKZ2Nc|
z@ArJN_AzbvO-_UQ+FHECL5ej=RsO|0qY1_)E<;sIHbK<5@@x|Y(3Pi;UrQtOeqzx&
z*TiDZ>?^SKY&{#cj;&2xxI>G612Z8)C$4q6Lgkjr{&d2pW{1h_Z7zy#wQ!H-n_Kc$
zu~CwHbJZxyIeFuyprN47rTgV$nCirseXu|2^qtZk-Bk~v4>8oU@c;bY=!|c9^K1UK
z-hZIvtu?O`EpENhi&}Jcb_3SnDK#{v+hAZOy350}=c&8WPJ$+!y3^k}2tpoqs{M(F
z{Z7UYdKr7M?i6eF$vV`thZVs&S-xYKhJe<uW$dtP0%}_vbT%LsDry+b!g|=>9=6!t
zej@N0N8&mcjZ#}}pzp*1t$rXi4QcPAXc&AU$;@Idxp5aW6}#r?;2z^j0|3iIoYeBL
z<KF`gdy--&r~p+!s=xJwt>@$anoU&Q-O+Cx(th%g^!LWAULPfW+S8`XY@YZZDA*Fp
z`>^&|N;Ww@)i>PPL~WRS!xQU01fBo&-yQY96}%V%#eQ(x<m#hy<-jFJyakW`br(<U
zd(-aa<+j0bL!3>+^b1=iio=KL8T$xX?Jl-!eR|HWo_SGvBwk;4@yOr8Z7Z%7P1s>3
z$d`UggoDzmId?W*2u$6mksGxss4h;e@CMGu$|B@}Ve#=F(@haxtgoZSW-GJB%=Yvx
z>&v%6E_{bwi*AMO-{Y~Lh?qPR4-fGg@-Y_NgueVrE9%W99Nn4DUxcU_#mioQjr)JS
z<Ey{N5sG)amF=xcku%U-9X40dP92(JGy&!)S}VgkswuDocBUY__|9IB1}a;@j@8~J
z%WpWqIv^Zv@5w(bfrZuJvL>}I79%(%4(d}wxs}+*3WxZ;qWwF(g{)$9S-L9e4?U#4
z%puJkjKTEAsMhY$HBXNrP2vE76W!#MUKDl(M`-FkC}$Wf2u`|$_78WX)cAZD@Q$nR
zBlm4Nv}&5VyIawz!zx|e|6rK&e#PV#t1W4oXh{SSdzptbQ#UCD^4^pB*L3kD3Vu>n
z|6w}0(HG{}3xtmG&D&|C8&hP9-WPYAS@6pQrgu#_G41y<T_*krXHHKgIx+p;tyj9(
zG5L=K4L=r?oL&1TvkKWnRbMjar~nI+#oiI{>ggdljOVFTGX{}(KV42=?%51q$g%Mp
ziC^N6*&Dsp#SzWJ0g28+X{F{t9`A1E%a9A=%Mi?WBYkJiYU=h(F2*m1tqEJpZtjdv
z_lqdu=b`0FS0T3#Qd~Xw!k5T*_L}XyEV0kxQvLY~Q$}jKB8&WSJ1l8-RoBB3$yM@Y
zM8@GK6b5+MVyBj0nm_E^LNvtE^Cy!}6Z<xo2}s?;Ej`~v7m*iLL>@{al9ob59!?@s
zy2*x1Sw|jx=}0b((tAy{H>!mDWw|ABF5|7f&+y9UA$oa93|plB0&&ZFgr+g@F*aSV
zZH0nhP<5pY6sE?PM#L%;W{Twy%p@v{GwaI!aT8MnU|NRIJoBIK>uohgYd32BZF|%_
zSGrqLg1XoUl8N6{D16+l!o<IB&NpuCYf;jyh~0g{i?yzg6Ow^*xovVo<n6|kw;MA*
z7MC0RSXUPLzIKza-Cs93p@eul+&R2luQN=mr#^Q<fbu3aW78290wazvA!FkRWHa?*
zZcJ)`MSx`!Ny8I)A@T>x>#{!6`aFf@per|mW|+)8RI#pSD8i}r<=*yq8=X8}x459j
zswZ;TtHJ9!xe+P!a^vs0oAZgG`5-XN#|!Y$x&Px^Oe3@>cQn}kyRnk}=WcKPrAosh
z>G1PGOX7#01$xX6?^~Gy`P}uB`kB19{<s&n>&o8livIaS!(36h*dKc%v2z0-Z7@~E
z*tZy*A3(yw6L>!J2z2|_%MU>7Gppw*l!y(pgnjaGFw<C{g4sNc^_jSYba7@4R?Dd0
zD5P$>@I_9%%uQ6Lrvs4Sg@$Xcj)xmNCiCKUPY0$KEG*pO3+wDiU@Q9<pn05&|1=(^
zP^ZK;>y0xJ+nh`Cbz$Ph*d9R~oJ|Xw8W^PylSSjOiQ?^n8O%TgZ}A%)mbE9CprtO;
zo-t$L#TF=*ydFYBLomhH(2t0|p=Hk&>Zvf$a3pK)+Md+S&dYtaW>3c-j@tp~uv+RK
zdVsAP=>PA}FomVUGDvr{7Lbe`Z2a0u^Ixoe+9gX)`)NvprbSJQ=i@}y3C=x{bAsBn
zG~79+YnR>#*D7_4ssOoEIJIL}!GBz)P4}kibM78|<l%R^t=8?P;qY;LiFcm-7h~dq
z9z4`<i#4U$jVi`)MDA<9Pe~+`X5zL^?#w-9pkmaHq(uV5`b)J&!0!2zLE6e<rQxH4
zIPEqZG^9!?;cK$<8|($YRO*Y|-;Fy()HqiS-%lRz{muH`oU&02b~We@YPne5yMtO_
z?>bWNoNFAr7OSae96xKB^UBM|@A|}gl?g@L2d!oOC-|KcJDRDBD8Q;su<i4c^++Uh
z`rkWRX-aGikAgldoJ*YDmnz*mujjcgoT(mmQyd4iuqxr6Btu_5b;bUKqE(J2i>2t<
zZ8?0KD^^@%(9VEmaiH&XI^7K$JU8O(hIHBR)9-7u;_VN@b|@dKBDXA9lp01?y;M07
z;2{!>&dC3HXVJf`;`vgyU-ctiQdA_2=nAgsICf+|jzt6ldElQ656m8MpyYq7M)KHH
zX5#&~k%so$b5g#N_8tB|Ii-{HSAxk*<VJn~?XolgeChqm_>P)mxVGCVc(X?jhe6+7
z%YZ0tawoIA(vTP1hd1iXf1^u{!cwVTQE$<VA`gr=Ah3S@1t<gJrK$e%G>LycO{jRj
z`a|MB=kSy~I@VnoFIE*kynFe+pUmde-)QBvA-|{T=6GCz`t*M8D?MByO|7I92Vhg+
zo!Jz|N>3P4!?B6^RUu&t#KKdZzOzaxZkXd?>WR1Y#ZpbDuy%JSBJrO~35KZ+Q_IRz
z`JPLqt{aeR!zCfvG))jBq4t0V-&s7CE7w9<qQjZ}4gPtax_|!{2Ib1r@j5d2%3bI1
zWm$+NVgx|<9v$6XM{nrr7CPEgI2#knYM1Xs*Y<&ew&9ON%@<9?<6Xi=3$)Rjpgo$^
zNOiH2H&4xQ^{>=?JT()OgKVu!+NJotHPnsNx(qa0!^a<ZRk;4Eozz_`8ZQ-ZVx;$~
zW0k$5mT9nej*p3{fX0c%8^hG;`Hf=K$=vp4u9zIqXR=?42D50|S(Mc<q{vpH;Kkm4
z`&fPp0nJUXi3Q!4dG}&d>~{G|`c6*!F?Q#0<w2#kf1uP?rp7k&%oMw=+d0bi-d2yO
zWGB>148U=T9g6u_)jVE}1tKN~c1MMZi`y5}4y+mu&s*9ZyhYmeOF1a_QVxyk*Pzt8
z9~-92y%br<x*+~$+{!Zje{W@3d*HWn=-!G0Zw2V?`<~(c((1ys;Mr3wIu{n5%fq%B
z$fO3BTh6<~1ygl!+RM$E)0!PKq7x?r0HW`#dlrxWvC*8Zx;AICb2u10zV2G?+9dlo
zqfVSbvDeq93WCrb6#sF<_pB*F9g_>SCl|Pj8(!H5LAbaNUGmh{lMllKf<8zD8nL{t
zX&{=+CtGZwO_L1dbwO8puy<dn)Ns8|&%}r&M|21ihg&i<_9CzRqkx+1iENJ{Q6;%U
z)KKaFG{=vj)s_F#T`tKL<SG!I_bR*shyGHn$5W3x;_d!HCLqdo&+fUB5K=)3+zRpM
zu<+D_4upahVSve@KHM<3ZJb(LBCg^m>aOa~us!<A1NBd`^+j5A2xu5+t;YTJ71_tC
z4lygLuEiG?c6{uO6iU4HJTKPAPzVo;MmL}V*uJfX&#)PqjhBnCQ&JV#i&x!L892ms
z1$JblYO;z&t;7O4ufx$CGm{wp#_(uweoZINPj&)<xUY&gLa1|F7@B@x1qn*#(#mlb
zEenNJ*V+Xe&j$&h{Go7G0+l?idJtm5lly9EEi|}~HffjW#brA{LCXHY=4G%Ru<#>d
zV>s;o(z3QX;Ud0a_}kn+&a5;u{iGw`%si-XGM^Y%+Hr46%T0Y@YGq9Dbr3ELpQ>~5
ztDX2cxW<F%I~$-%O%%o!j1yHe;!4i1#7Jo)6T{5eGy5{%S>ZBL=_p*i0#sc7GCe0P
z4>58s)~6)Ct{oIDN`v(uJzET{$6i$Pgwm1NB;n#zTT5k+Y3@#vXc-ykA}}Yi!zNF>
znbZ#ur{ZxCG^w%UPM0%PaiOx@<3udYE+5~uh5jiIEpS5q1RL*W*mS`3LHkN<kA#N{
zuq`x+o!xJdaxA<<o|RVENyIn7SU#qGfzCo>xfir8+??^kO|2x!oh96c@y3E^apO9i
zbgRa?b$ZyvR_q0wBaVU*Ih~aZu19TIcQcyV9w*;yv!_mb3A;x8tSCk}PuEoz2Jr=|
ze-Z3bSqPX1L2R3xBM+MQMs}6;(;mP5#?vypx?e8bY~07jwu<*<7Rqi&MbWO(Cl`DL
zeSGw%KR&W-JRa!_%PwnS^I!B@>X|8ga+U~N31E@Vo#U{?$VNwfC1fcy7VlbY1meam
zzuv;N-PwmPnLhmrhnmP|K-km*3lAT9iic8MMWSO1+mFLmlPR;bF}V)Ml@8||9tUr3
zwWIh5Sb5uJ2_jrw|J&G1a(yWj&brTrpoK%{;7k+op23FBTr44Aep_*40qE>Oby+j#
z?y+chwQP6u9red<Y|1a*a@}>aO3<=cD4uz`WW~vIFxdG>t^~s-_Ux`Bg=tLB>}~jD
z<rN+)2?SSr<!QD&S_3DYzZ##mq2deo{9*|wWge4xOC?rHGCc<GEOs5KTvzVzf?W94
z_5x_YO8O~IfBln?GHPaj@*msk`ykXJkCjS(S;Tg=JXz+_E&LP5Hwsow8=YxHnHr7R
z>Y6s%=PUY}C$pK#(_g${Yp<IsjY_(#>loFGJ{FdvB0($~D~}&!_26@CX^A4PjY6eD
zr<RC!Q(VT(;mRD{_Ppsv$3vTJsW~!wrFppy_!R}MZ=@jm_J@%^*!}bel7gB2@rqe(
zTw?uwnb+cm+=JJAa*Hma^+P>kzj294?QDnpwbijN5crxM#%$wY9OHaOFJgB5CN|qr
zzllv@;mnPcMu(tKt!v>;EZmtl0d6PU`(@W~tz>vKKv_;SJdZP%mi4l9r@y$XE&S59
zu`k9t+Fms~+23@&M}4s@?xuCl&EDqA`quTyxRh=dFdb+Z`QG?s_Q6Qw)Im9Fct3^k
zOgH`fUzplPa>-U+9LHyq`^vW3NZZtwJZgM)+@r=&2ty44(CjG|9JHiep-^v`YK*Dn
zigJ|v4IXKBWr(!T7ff4eX!qMF65&*3fP_~+E%!gRF{cV5G5J(hwp18TaGi|2!iGwC
zi>h9>64DhUrrT!y1O5i@e17Mj<La)$qG@e6+xBf4k6{`^)qX7oX|>{0c#PzGWBV4{
zO@>$S`fPdj<kx~VGVWM6nhYlXtS37*ug`-y#N!0m-5AGRxOMA-WPFC*?|<IwGiNAx
zsD*Hi1$C1f!gu7xgUG3MWhxxonAw@BaRJ@0v#DLSVS2ii$&P0n$Lo}UaKE7{Ot@lL
zY4A&E#p>h%d-?IT7W>SFR(arVU99kvwW?X4lX$Q9{C2L8H1=nL`W_2a-@CQq(!i&?
z6_W;YtbArW#ihaAw4RBABveC?>T^X<%nFVqNc9ON!_;;qvOb>Ml*oFRL*{~D%_kL}
zE!~9hOV#f<E7(8gJAWk5GE~SexzUsDSJk-m@&};(hB|Cz&jKVovxqp?3<V8@E^QIr
zLghHAVKxOoE-fe7vAJw6jF(ifAG%O=LjZRUGXz>K!QWtwR^i1vXO|${Z20GN<8m?|
zbaJv-^IT{Fro$HuS0i0FaKAQlAo&zX+GMFo-UI9J@MxfPy&kY<xZM5pMLp_BTwS~}
z*=3OL9S<Z(v3gXnyzZu>Y18GfH8OOcsCFA$qA=9(h82dM!$`mFlM}10F&o>^UNVZE
zu)STCHjNss+B=8#r&eY%V*MN3Q{vacXC|_)ur=-4Mkp|ARJkubjD2IT*4)&vM?tu=
zdRw+}ISI?>dQTo<T*;~@?Tmz22I{WmNwuHSrWrl@C6=3)AKRmi<nU|yYy34m1SS|)
z<5Cl5y0us3afzl7mFF$_!u5WD^0<QY`;>zO2rUv`_Q1$h2$|k!-7b{hp0Zt;F?I7x
z!cd}VQ|&YJY`WBrreyW?v@+|mgn@#!J#RwrUuLf$Y)up;q%2DBGVM|ZR@mwU&6G>S
z3<I|Y89na55sqe@youV(QaI>lt@^iCt62Tdsna`DSP44ER)W31)uoE|8x`=j3c_~@
zZ(~<;ci{SeV4A&7wr0J?GU57rwV%jIFL+S#@NtxSkRGV}SGG^r)2CG0>qU8~btTI~
zzS~zdkBHvCUZf=gqO|iPYoO8WiR}I+LkINNTp<v}8XH%p(oAY(s4^$mI9@V=FpeYJ
z!id)Dkz+S)^W$JY*9WJ~=BGOX;3HA22g0Z1%5kptTpT}!?HE^?g!0kLyDAcXM!v$5
zN}umM-@cr&mx-5k-|`u?tU|qYV0|91nWPL?a<$RlE7g6<E%Z;R9CrxB!9FrUSrg-M
z*d>*W%IR&xMjS3QW<{*{8K$f{uFvs0{h_I2f=El7w`hH*@(JZtvSv`ex6+6b@C$SM
z$a7m1kV<xkjR#y5d;2<>)#sq`g4a?@vcztwn$WKI@Wb)>x!!oSLCMmfW*FGl(8S6O
znJU(2@NR<V6*3(}aBYKT`l?%YhEos(5F2(TdoogiwBLEIrQ4FH3zI@)`XahIBhL@g
zSiacQ<{G<3rgLoWZuwNUb{q7S9c;{2^-!Tw%XiCk+z0T{Bfd;M+^15a51Ost(<@Xt
z;f!G=#3d>SkQvf_3lr&h^jChh$HKodOpk|uwJU!<bm<e{UunG##HKR_@#PLP!CK4%
zt*_@nMRE#D+{AKuiTcOCcd&i(#%by_OPf1vX%ypsPQP5}rDn>hdL?Q~MO-O+S@oDo
zlT$Z+R7vMToqHe}Vs^Mw4LIG&#>LaHa&?Dg{A}vMf!2^{wjJm1f719KZ~i&1w=Se#
z_Mlc*(wI0X`ptGDb8Z<vTF=IZ7JBH%QiashaT~{}E7^n!Y4%*&wh%a|Ok!7~;-DM*
zzQe&b{$JCB=YW&=lwI>iNi$r@J?3CN@M@n-9BPQ$GkHy&&$II6WL(8Bq6f#<7M_o3
zC_f$^Kwrj7b7flm0LIhgOMVO>Ra<SIH@~L`{~RyeTC<#gDs8&yJGb@r8e74$7ylTp
zv}`2z{XZG)77UON-i$^d_U+6A&8W)HX2JV~sUw29@^d8mKi}n&WJzd4(Rr_;R!{-r
zo9n3vkDfj8{v#~iD}l1wcJ!d$X+S7JpG%oJzl66C`6avt1Z3r(#yN?Wuk16&ki-qL
zVzUzXjgg<8&%!yacSZ~fiZnk3BoUF^yD=Gd*b=(E=yr)zsr=IGHHyxeS)qVw2ZT+^
z^r^*z40~MUN~b9=+Ii^-q07L+3tQePeB<q-q-murA$I8uWcRkw=AyfW0Wz$zag)U`
zH%+KyuNHcA8~|Z$cJ>T<J~&6v9xSxmc~1|Z&6LF2`uq~v;g#1Z779Is<O|k@Hg{O!
z%94Y{dhUGlEoesNI2F*@A}=xw*^h6Sn!?~g9VD6E0857hlix~=TT`=sS8KYRXQtaR
zVIy8Rh%KBls5iD$FWtPcjV9iZSXn8pP>mABwO-~;US{`%7H#ZMh6A$CwBdH%z!KOv
zJmy_(8Z#MFHAR)Bv+Z2};$PF7WoO#E#PDIOTK1L%;6U7uVt)Kw%chd5z5QkaO9ARB
zo7wG@Da4XX)w}OC^z1iV_9>N}Ju31xJvf)@PI-nOFD#PSgc022Z)=2ZNNG+tTsTTe
zXYVw@r7cHX>Gn!!kFAN);^EwI#oE!;w6GMSp;ta7oopjv`&np4_L>4TN#F+#yvKxx
zR=PT2?(R6&!$MoVd$9|{_S@`MHZ`w<ihZA%m0b+FEz#J%Qg~>i`<4Ri;+B@=Lpkh`
z%;i>u_M5HauL^-}+ZLoAz;-QsY;Disf*QrC^TA__77hs3DYo>T7sqyf_G`G%*@=&t
z8?pet8{983^1i~LRPG$LkX34II&#2I{*ZgHS;x0^S>wezu8#gf+jOxvKXzM*2Fjvy
z<N-H2X`rL6zqtn1IT5aWSR}$@D^Of*ge97Z!Pm%p=DGaK7V74~JXxTIo}44fH)o7G
zSGt3qKXh>5?4KTI$YJFdN``8cKGB8_R7+0^=7S7%$MZD@zwU37%nI8-lb_OgiQThU
z`N=9dIQrylNn|HZ^Z)Pk{@wqc-Mpv;e%Y^3b^@v))_$&02s?$<6HEyq$C)K7k15|r
zn9#ePBu!wvWiOjpN(5+pI6mA+zWK`Z02ZDyUxvObAA$-kKNFR!q^V&ge)6H}UnODv
znc)|?dts3`SL|m27$u0iYjJYFEArBG6j$Cl=D(XHK)6>{zeR^D`Vff*QT<jNG5X}0
zjb?o;9cs{Im+1f+vY}TzbeaZ*<tUB`2DjOCv2Qoru+rCAou!^KB5XQT4(Ymq>~j8q
z+nKCTxQYHrMCBUn-=bJ0eaqPB*Lo`>#xXrw&p-`Me8#tAzUCdR{tu`Coa_ENTg53W
zA2g_3XvM*ZPV(~?v#Gec9*e0~yabKKXRe;T`&{_Kq);4-*ZH{YbaVF`oSR+5i#3zS
z;*~Wh?twb&WS&jvCh`aTko`C(GoZ0|{+H=sVbou=6Pe5xK@yJ1djr|VgNG@e=y!Z%
ztlnfUiyiO8PlU^05>+>f9IE(#Xo+g;KwR!Yg)(Zp(RycYiTxqV^aK3BY@PXhox|6I
zh?0S;=MfC%u-Kt<TX)^#;JD$3;C#ONFuuB*Xpir97pvPX@!bs)-M)L1Uf<m)#F{rz
zvy#!Lm-x_F{vPCG=W^@VX#%XmD|8Okv@3O(5=N|u4q<*3e_ttg;PMUNY|W5%ckbLU
z2vD~JjV|4Mdu|17?r%Y8qHlw&R8RtPVFgO}m4%ZLQ5BW((mG?dv{-#3+R}1nb|h_s
zZcBjA4}2o;!wQ0>qtIl812H-H*Dw^Tk^5(X)KNU)5z13X(K5EkQj(de<}d3Dhilt#
zAM~T-hI6=a(8R3L;$joJMiNfZG{R(AMsuy@yz(@s7k&;igTCQp3kP}@`2*f}@<0xS
zm4OW89$Z>>x@6_v)6MmY#+7;ZJRg~re6F}M->mYi+z}*h@|w?^<8^zI*9z{Z$+n=l
zgv;Etq{uW&_Wv(zH&ol^sUiR`;4}i`GTXz``OUuXMY~R2{LF|dBfn~QIeaRd+9i7=
z=S*!X4%74S^XKK{2g7x~aOMCEUhG(b6Sb!;ra0a+My895urKBqQmQpRR+P=j`OPtV
z#wg4~Tv>ZCSB|$KE6@63SacEZ2*qhm;1393?bc@U)CR%{3k@m<pLyx{aCp8pJx&Zp
za&n?eY;`x9GjB8*79HJ_`~i=hP2p8B2Vb+T@fZhcjnd}lAu9OBAem)hlnj5j=(x<h
z)8XIa2%~1*iw`RU1Y@_1q3H=^Yim^R_5iY#d@BUuo#=CIDfKc<ajo?1g>z@0y4Yd4
zaIFX|uS2vfJNWY_jjuQU9=2|2q<}Y@0pc3RYnBT`QrPAiUjS1WIfYeCc-PeJBwZ?0
zh~y8r-q|t{tavE}*ty%nAgZRY)A$IK&P^{On;Jz^jEY4i*`2alqU0`E3`t{U5ibzZ
z0&F2QL`)T)m{@faZ|}JJA55+Do{{2^{N0rilo)3iAK+O1B@v9rlo9;b2h-QFR9IM~
zFeVDsX7x6Ysr6wl(Mk~Z`1x}<3QK+XMJNH}$_n;~^T<V@dZ$n9C2l+BI#o9>5CyNg
z3}D5pJ5@MyY^Cb+0neE?I{Y4I?W!x)BBM4_(F@zCh;=eIS(%jfsiZb_TFRy`n9MIQ
z$V=ePG_Z8A6fM`f$~$**<(8F!F3)Y}VwKEn*t+<+&Ac87!p>hig->*T<#{J}wg5^9
zrK>M&X=Ah>uiBB5c04UQr>U(=v2<m@cug_fmDxvw-m?o&I<afjF*C=7mxsssn}6H$
z<18DcB<T5;<XPECD3Y(9DM#H{ODH?!DP@Q26YD)?#rN7#UBcl6hI`j49a`W0MeoVU
z)(d^3HM0}r<zE;soGMoqDU~dX$_&xxr?MF9hpAA`A-P6zV>2m8qpNbww9AeN<}&;?
z+H~xU*Y4;sDfUGpM6R{cGD76y<yU$rb$yyDta)el&}l4nrAGoS-}L2BN*4!vbtaR5
zp7(B%gAjsu)UBl138@T~<kZn)2}H{!SJl$KN3ztssJ;eSgB04yl4OTPwFt}N$r;xy
zK3gEsP@MI5J$24jQW|(!zjhvHl*~@3QBbu*`ntiWaM=^$thiXAkW-?_>ym&1(eWH@
zWst{##AwjDcEb`PJJ8F<wBstQ(S8jjHM1YgExFkh*F4b-W89nN^H4>gcPOkQaTVtM
z8l^62NP1dy1-MS!e(2cFjqocSDC-V%*y|L48omnc>xe_Mel)4tc1fyZw$ahD*jJ9y
z{hW0st8~a!A*!<Cpd!=YQ*b#3^EIT68eEKTBmM0w@O!y6&XV&TAH$iXtc@n3GNkvD
z)!XFp{k_cMp$9`x1fLu8K>Wv_`c?GbzkmK^OE&LABmAGXtLIZmPWbD=$+PK@R=#J2
z(3$wknX)^M(4#62dw%=*u6Z*nZpkh^t^w7}Z<duP?i`Ce7*J-;@9FoS8s=RzQtZZe
zzNV%`INa`IHPXgvdIHbf!*#!Nh7YjUd~%KIk%pH)SS~l;d3)bDxx6fVyt;5I_1E7u
zq~-<?$fD(K(o~MulWhU<b8C<FVwAU;z}qrk15sU%1A+it4DVA!e|4SHJZ8_6M_m3B
zEmBfnA0Z}CW^=P;^L?_CEb}{w0Pob06p1J#FIV4nW~V0a@;DWS;nQU1{0~78vgEk*
zWWgHzd;BP#dQbf-r=P!M-cIN8UqsizMV;5V$L^p(yASL>XtGaK{)Y(=;?#N77w{Yo
z;T$e)w`=X_KXjK#k|i+;ME8A)Ji)inES;yexo)$*eFN?wBCB#2&m<uN5W}ioVuDA;
zuByEllGP{zHsm}Szycfd(_=9#Z1d2gM!KL8e76?+)z#UJ2`?O#x1fN{s=iZGkK?Fu
zWg{S>HDAek>lD?oe^>Irx<;Fj&TNqOx9s`}#JuqIySZ7`6j~X&4<Z#>J-8K;Xj2Xz
z3Ae8nO+E6}F&OEK6G8_hGnN+r_2_ntZ<>kL<MY@*i9;1<w}T$!;>6hKR5OhqM<2hI
zk=I{SrAH<QL%I6tA#G`FC}6-kKH84$CzY1L>Ip)Jl~s^~HLI}rPOw(<WQC)0|LiYZ
z6SvH3vuX1k?5me<>jq%|Z{yy>Pa6hy*zPtQJYa2z%duxswW*Eo2Ob3$_N{>^M1li`
zMCB3g(6$p#&vuXPkFD3o=9J7WSjpqze#6*-FgE2xrpdd3t2!%fC^Za@dr9RM1P&b~
zxThB@<;t!ZuTAjD3A(ln6#?Mc+L>wfqNY`)9cfi)rnFic%9@9g@XXOHylylLorvbz
z(I|L03%482LcK>kU!skJX=Dh#R?YjtGg-N#(SVivXJ;!9baQUyj>b1G8km3*k62gY
zJF9@1EHytZyK8#s(t;?&(xrpcCDdByaM$qZiN2l)u_U`}?|AOTuX|v|<smhB?&K($
zxfBOk6fF0h{q}OtJ@Dk#>XD4JJr)n~m45!QUHQJeV2v7^QShh};9ksSmMgx2kyn&f
zWSoj_IZ{qT)5@(v&E+IO(s8y<LBPIQcpKW;C^2%)hJvGJE-%n3EhnGqx$NGdq<0q7
zL(g;#Ev)ZG4@*G~JhyTVb2+ZhT@TJFvZ4RIzlVm`udR66))6S3nN@DEXi*VL6{{NG
zLEKnhI`C4rVY8+?>#(9xyDIekW=&ji^4OIRR?f_~npc%rnn(l6qP=RJb%h!<%O3aA
zjz%qUpVvy=3MPERZwg)cuN(Tp`0I|Ck4ycMUv4BX+}P8v;hu<Ibl%ZfHEX_o@3P$P
za)RhlXP#pOR)os-YFVMuPGPh$&Uj6bvn$t#w(&CK-?zUSZ4`wNSn_%3L{+ChXeXi0
z@!pQ+B)=BngY&sBCuHy!d%<70VY_wtv0DXXnC>7PrPAAvj!>^_(z)N|wXvcTa!(82
z@KV|{)7e?ymO|~@IOT=j7<z<Vv%cMaCbVe&@?pS``~o%LPpRi+z=4Mp3Uzm00*}4R
z@)Y%GiT2RtD5%(ZTYNpZ;1+CMa0I0UA>N%sp^!u!^8U2`_x|(ZX7xuEsb8F1LY7Z4
zeItt-<F4JaEb`BF8;Rub6Vp=?h0&_BeU8;V)4}~i3l5~bb)(YwgeN?{?ts_XrK>E(
zWBFmAq6#&Rp&17sa$=1Q(zMo(f}}Gsr4G!v^u6Jv#nI9T8xP#OtaJ!jJy;CfVf}OL
zT-aIarO5%rxw9=AXtjkgAdK><_fN;;-gDeNZ?<M!P}?6l`E1(3#7x2;le&_P?kbf?
zyWcp!exbowcF8M_sty(>3a1+BD;U)(mIaL-tSI~21}Y(Y&9<sEu!gM-8E|p@6Q(az
zY}0ISj@g;$7_vu$i<+Fjga_7FCr|v|gfw%`unzrF+mub$o%hiKQ5Yp;xooaC*s&4m
z%jL_I)@$aZxpUGCaXgv_nFX@kTxSYoWe>rN_OLI~Wtex|WgSH-eAYk7Wdn7JTL-<1
zZhK%FxGGE}CDrhSrap<kb_th~-OR9Yb+LVCBM!6!VZ`8*(Ojgo>CbA{J~MlFdgOGd
zXcxua@U(7S{_^PQiAV@7mPZ1a>y4w5^J2BV+<Do&0Uk7YHJpc$GH~j_p8!|R&4c!C
zkG5VoIkB7Jw$-2eq2ZipW?=u+H)$L=h@JjxYZ?c8Fp~?b2f)7*R6OSRJv~s5d1No^
z3kT+^z2M7ZX4%W*?`US^)`>X=f)bep9r-gC+a^mT+KsLY6i*pUP=>N8*SI2e^I)aR
z1+{6~g#}P}W4FDJS*%RS@{DVzG2;FTuk{D-uQ&bAq&+Y!cL&4w&T5etnz@QK=WfdK
z>B-E3vxgIecFkK)h|#^6q2OLzGinNriKG0%YOhgPU!M>?uX$JnZ6^pm(-~*E{_M<~
zw!N5yZMBUA>}>G=VXc{%(YD5uf<B`2;0H0Ff&SQ5d0T1KJn9EeNY$;~%(&elj;2w7
z`L2I@{<m&bQ~3DF6?THUr{;er+cSLe>`)6ozg{q@qx$a@kCI_7IT`^96^o-9sS$Mv
zM~77>u+lN8HNe6jJAs2&*g1O)%G2%5$2cs6VBy4t&FbZad-d?W6sDi%7n%=~r|ntx
z<os+9{|J2TIPE!akL3y59ZwU}o&U_lSJ7ZzR^CcL)2-7`D7s&NO0FCUE-w{>!S~q1
z2ssKW)`m@>oLm?;xmT#}kaG!>l=I_R3!+>pUk)XY1=}g?>SY}^#e>(mZsWh@^K^a|
z%lg=*cb3o0GKvQt@2sEt#uh3R8^$t(Bo*B7;~s3n1;HkTv0#`|(&~9>@My(z9-T)m
zV;)pX!BJB*$jz&#XdrvkCxn_LyZF*hH;YF~<yA8Ho~{=Xr?JMBowQdhpD<fzZPi|6
zI~NQTO0#F`+-lgEV*C!vcHjR=qGu;JNUkPpytG(5YhhDF?6rO>v<T|lT6zlj%ab^3
zN>;9P@c7i%?tcnv%&Pb93ccE<CUMbK>(p4A_KtZ9(AdQW(umebD!T%>p*sFUss-_c
z|NZ*;fu0Q;N6q&S$h4UNo%prD`XJUZs|4x{@C#ImnO4&oe#_h|Y%`6v|7f1}51eE)
zPsa%jleQU`*3L97XI(~zt!m8FmdUz0EV?$#A<@)1vcb8?n{U%1&~t->e%TuwbjNA$
z2{F3&*bEyDj__@8ekBy!{rJD*prsT0`^23?svlnbyTIpl@1c{VZD-*|?Ghe{_UFZ3
z5$^h_nY*<oIs`;)>U@w=h4!Zrssg=xP%90C$9JBc^4R4EM?u;F5hB?Nmy~SLBi|lD
zct<j|emX(xzEgFmXjiYGpZA<x?3}GTPE=knDY>V|CODXVpaw}JU1>Y%(FSKV%@2CE
z8Q_^}yl?jec*gU`LkjD6Ppz<bM<>Ot-7{L5mpoNnMy|Sy9u)66`L40My5DisQEQp2
z)U3b?G3V~-w^r9eX=Io+Zym5%bC(aVNKJR!`=il<y!*M_{p=3kC{L?i1yh@>=4OMK
z&i3e)Tq*QXe_cD#)o^v{{1_*L&}BJC;7xCN&;r@JPXWKYNv<k-!Hf_7J_zZX9ODFX
zSByr!d~rG|AQA4F023Iovm-#ZwE5Cd&o|fySdsd)%nS7lYC~-OV_TP@MfApV9SGqd
zJ~^^i2#hheLddhW5wf}~FMlaC`?gFK0Fwa=bFav?L7;s68mfUw?y{+TFvarkAjtrN
z*LIepaFTC^J55jq{H(JZ{IcW1zoF5-tX*Lu9e5r62VGX>AKmT2wq95re7$MVf;UUI
z+*Qo=&Ei}qz@3UZhDUO-Cr5u>D4RPMHU7pq$U!@eqS25^zyI1@RY=A*i3Lwi!AxG!
z%v4677RYLBVT^jIsQKT?GJip`A>pXKoQEY9&9d=Vg55K%I4UefoX)c(A?uW5#!qrr
z+zW<^n%7ZmJ*-iOZ(O5Jq`kA>-w9fsdyOBoc{*-DW#qv#%mL^-uwKAuXD{y`>pB$t
zpYF0rwq-@Z=v2-KGEzmv@!aldSHzor2_GPNUsZ3ft%AwFm{$j;l)UDv^%ANVzL@=}
zxV1D)W*AQI(0VoFd^iwS+;=a-cQ)4)8g>wPFFS3-!G(TpUB{ZU?rF=~sr1_+d8Q=_
z!HUcLab{OH8(WYZ7D!r}EENX@E2+(G{w^@sB^wVl=#@lX`(nAU*`K^t9#;3_)$`fE
zE6&LH%X06+`f*xM1i_GBne6q!S)R}GMplVcWkik=NzfnLtEq5!VDHAFntEHVVkFnC
z+q{yO*fzo(Ufo%6sZP!t>kYy{_b2;{H8^eIf*94Yzb~9NqnhF#(|fg}zS=5T=xjs-
zqe$<^)%L2^uAxeLuVgCE!LwCS`u9eHqsQk;8=G4N8_N6JG(gnv>?dcxVUz41Q+PtM
z6XQ~xc7W*ixmCMH1bBP|kP2xY@Oj+)2XTlYKaaQ&onDkSKt*(9vn}btZUt0NvaJrR
zp1@ZkB%IA`%DaboevRMmwgV!>UUno3rxf;dPCg^fQ8k{we=ocu0}&#ogx$Hnwm3^1
zD{~%Jl78tUmBN5nLYkQvrNM4#Y!!;IgboiN`l5W6%?_coLrL=@Wn!(mm`<D{b5puK
z(5*%8#8;g-Be~6KGhFB{o#qGk_eA&1trAjnCtGj1E}Kz+hasnN#n}t6U(wk+L*cET
z%MV2tGvM3Bls9D;Q<R?lv|uWhoF4M*nVt?TOfyZtPX#ZGGYz4?9xgj=ZfF?&`ztY5
zxLd_W2ec|B@lJJrckzRnK{(fM{qFCEO#@@|WM3Vrr0n*|AUF+?IQ1SojJU*T@on(E
zy%^xrXt_SV`1kTQS(3Iff=wH_WVb2XrQ3_SP)B}+oxfYmfNUl{JUImY8uL}76f<A}
z|C$zYD}K@^hh}zc9ixL_;8$)Ob}n=(Od;e)aD?$?3R#?8psahoH=UF#?I=&Z4P-c4
zOORD{)$5EY;-IZ{++m=zlY6I)2LlO15Q8RFq7Z95@Q_PU!?Usxip9{#`~4sL33aIO
zkYFXo>E17OOcjNvi`Ez1L2*f)t7byQAC_T_9;vV;wyI!zFJ4L0=C_WiUUABoC9l<+
zAJp43hN&I_$rib*VbD{y2HzqS*sAR7r96(mo~^+xA|)BR8f5W@R%rH%#7Qo81EmK7
z%`yp6z$Tlv;5mzu-^$v>{zX0F3rAUM{H;e~lIcy5TodUd7_MwhkII8ZEwBfC$Z2#*
zBOE(F^O7p<^}h08>hZE7$g}z24iveg;KP%!3l_<pJ7mO9zvr&11!<b9Hyl4OM%Z3|
zEZCZSc_l0D@Ie8>#hk;hJHt<$CsnPHi6W4tH~i`S#f)YOkJQ7X=e|QT^yhD=cg(a%
zbvB==*fPzA77Gcb&hEO9<8C~(OWn#vSk^IS;Kcb;esck2VhD|)>N0&%KFjtV>AjT-
zu0%;Hy2H0o-w$)y-F>byK>&Zu1jZPitLOuLpfHC0616H{(m}ltzIH@SMM%Y!D6Tk=
zj^xwcVYfJ&uw97at%^bRa4&8o%olpc0)7kUyhW~~8XgwJ8JcWi6DIhCmo7ykxcqiM
z>SdUqYN8zWFztz#EZ7G~Dsk-mV>?&(PM~0;xFuAf={ps9Yh1eyHpc9A*OPty|L%8&
zF3Y7CpYNJqe<*e~f4vbYYzccMfmi#04aS!&9xqAA&Hjb6`x;}ROuN|@;vhY;qJ#P>
zQ?|uJE3Bwn1+SmxkEp}myF41@;nF1Uc67nRRv(i$>P$l_Y!sGrx`3&5NUI6*_I(0t
zFAgoQj;+u#dcE{UiZv@>JLVD{G!F@`fOqV8VK`%@o`MRI_}-qbJJ5<D4o)doJj@hV
zR9Xh-zYDXw)K$Lx3IaBZwG%!Rj5ySeJ8ZsC`T!nu!GaPsERJr3f3}zP|G(W?-;P5)
z=$BF;EX}Id%&xQ}`ui{+_&MFG*{Uk7nH*|0XNSe)hiyG>`0wq`-8A)UrXDGnY9SZ(
zXLQt5b!Z<0sS`jPJN4kl6T>{5i9N_NrSdHyO2uyh?kQk=SIY74Dw}~Tt)jGX*1~tf
zzT%VJm}cMQ)Bms`P8l_SSaVaxtU0VZE29q&>vn~$VJl;XKkLo3jk?<k#)tWfmRfOC
z$e?$RgFm)&RXf{QPz=D4ATNDcA6l2X{J1E~B^A8z=*k>j)_By>D`tPK!-ujko!=;E
z_IDN`1CIRGeFEF=Cqy&X7!wTOk=25-nBO3!OnzA34@xL!+SWr<^QM2;>)Qxbi=y2s
zNlc*%TW*saJKBOxs0Y{Gx-leo<a^TF{iJd8b5vhKx#&!9=@CjK(E}1xXh6KMlwqXh
zxIMj%>hCzXzBoV2?E~iNODAUkfe!x3DVZAFU@uXno&&y89k&lI%v0F8aqh%*Qgq|s
zv`@3p$$5$T^A~cmlH6FhgbtPL2UqRYG~kB_f7g>{`j=XuKIRlSVyxU~gw`842R0>)
z81+zji6W9Wu0$~qXdO6o+jt@WHgMFFBl<Jp(R{{-$pSyOJ4SWBtY(}T0x;0Iq#Wpo
ztxQC&p5;v?wa;=LRSq%=!&J!}Wx{CPDxiWF>S;<^(eSW$K@ERsvL9WauU%%y`+0Rg
zm}>Jnyg#btV*x2m@IW*{_(7uY?QW|JtBWf6HJzh_gxcspD%*TSaSMXaCWOtHNK%r5
z3f}e-Nbhb7?d(0y`D6@U$og%a`A{dLiM3HAFY5?Ocp>U@alVLNJ9oAo)_%Ddb?2ZJ
zVzwzy$se`7Qk*o5*X2EGnLC@!mQ$kzXwI4HWAN17HVOP*Y2;?S(uaJR%EkUBYYD1Z
zKgqfVRN2V8H4+Yx{nplcfRk|2O3$`hIlEfg&ash|0r5HNu-V@<bd+E-DtK3;`cZzU
zqM*$dbTtxc{(+h!N?y#D1+iKEELP%;#HhhR!}94c9$SY8)-}uzO{|K6rW%%TbVINv
z?j-Y_Xtz*k_Itn#gjq$xPn9e6pa0y|^y)y&OiytLccT*AhzLJKH;7$~kzQiLQ_H)=
zoRJ*1dq#5TlQhWE3TK_kk5VtLo0dB^+$l1eDI+A3wBQ8I2#{p|R*0HvVu%`26XNgf
zjKnPbB4PITCiF$iR7R3}7V{Hdglq99RyhiQeDsQsVwdMn9u~v}V=mJ`R>=z~?t#3J
zbz<?g(2ndJwhH7x$3nlgsj!emH7<*n?i3^%dmlSIxcX<K-=<OJ;ffo*D}5ly)3kB2
zmo$ky*2>|B8O6ah8T~QQZbmFh-MOPKo{juIRO(`)zJwH@U%xzv@T9m%@vSzkk<Jj1
zw92>e3lpP6azlnBHBUneRc<yNn3)u)-zz!AB@%H7evye$#;+b&{H$-fQ5#q;>CF1U
zEqqgMDCT(X#rVI*Bf?){mfzlmP|^=e1c(7=!UjdcUiQm%7&xMZ2O>JZZD7JU{G%}F
zy3Q%A=4jJ1Br|5~5X_jnk%F;(_?!0frpjamjYq`A_(@UbA7~c$mpYT+9a~ju;s<pr
zVd%3Hzs92~ov?Va#a+3ib4Et8&Ow*-F?eWmM9m+QO?5cnS!$nB3FL|A-}Jei8C}9|
zr{pftLK5^}y2~U<mRyCR^S_E*L6|yMvz|ANahcWbKimrl&#D?_oRkE(Xyslo3@=Rj
zv#SL1!g4bk?9th5(R>h_iJgib_os{TN0s1i&TX#Pw%GQ&6%b*nbKBxMk}xhiSV!`!
zViC5xk#a3#J5ExK#lu2NGT3Yy9uAv6h;Ue(DZ>Qg@b_g(HhTE2YdcYPo8GOy;1v}=
z@v^FM;HZr!TH;}@2}FP#b&LQi%0W6PF<K5ThurjSz=IEgOAUS#p3?`NZ?H^*`xi4G
zR%M0S^q7f@xyZ%&HyEE~1?}=f%ML(vxn$BGXwvFIrsmV`?xrJ@fVTbs#@OPc_Zrbq
zI(FBxKt5dOQ-{X|*<Axyq7E&Z8zQFepHKp#Qrx+%cHVivKN|-V$7)4D<-Z)z+?OoJ
zmk&Q%b6`K(s#oW)X>#@5L{=JUA7(!h!7d{KT3{UGPLY;xz007rGtD@<^IgTq4a4b@
zGR~QB*%Tbe`@)F7v}h?wTx>jalhTck865W=w4&~1y=@H+^h^KEPkUY}ACCCJv0ip!
zjzs}@iC)rfv<8E-x%VGLV7GC{^c*~p5_h*NSkrgGXG$B;xn$0IP;`Y4R~NS)9@Ln_
zLESnrCJI_8JzAnKPUI?f1G7QXRdD0OOdN0QFWxM*3H6%(gV?8~)Jf!xQcSY=K?nne
z;RNe+FC-bDv;bn8!emHn4M1b1!Gqd-F12QRPyQUkW-7JM(yLt5QgMb&-dg7xxNS&Y
z0P2Jo1yyp8aKJBcwb*)4<_3l{gYFUQIQ-mbzWn{)Yq#JopIB8G7DPMKfI-IlSkV*K
zhnO%QL|Sl|3f)CpDlrvYUa@ACIBEM$)pehiZZ$YV`lfRO+zAdyghz$gjCh}xzL(j3
zF7Ma+(ps@$jfJsNkH(~;+h^v*J<>VAw1jkiSUt6_H!SmOIz05~KMf~X2f~e1RMK(b
zQm0^Jj|Ep07o~~&!uNLLVdM1`uMJ7)nXb%5h30|kWowA_IA;W@+}d{58myzJ2}0R(
zCCwhS{yAO~?Z$0y^U_sErs2-%VLXoxnrN{dmrAD}`bXtj1i&AO&O4m;%oqMow(z>#
za$L0eA{R~PtdS!zoM-$37@kP}{Eb!S@v*(HtmI-OEpf_T{f&8XGV}@xoswm!lm12%
zjE%!(SY2c9-CmHK_m7vWebP_$$)8-wqOzUb5p6kfjcAGD%5b<eMlR^7NWN9&{jc?%
zm#Zbp+J52IOD0#nmpD)}I(799b$D=H@IH4~cy4DyN8+pMcBp!rkak5|*4^4P>waNR
z6wTNX{VBoU-feA^_-2mgS6=rPtnn?q`!ER!R*TAO)X*GGqeat;j<F<Y*-nl#t+}9o
zokAia41W9<=283EOxB<`mQPtvv>Agt+8Iwyxty|?06rC3Zun3*KRzRlyLF(bTCV6U
z3Rv4la2sOVuj%qVZN@x&`6q#tvA^=9U2RxCd?xI9$K}cgUT02LEjF~HbL&rfZk$BT
zM<aix+zGvM+#mijvd72B13iY{H2v3)W6|Zp9JZ%QLFrw1Y=Qi_1P2tlm5;2d@pr*q
zsPE@kdQH9X_j^Rght=<mnKkv}>hWQAf$cN={uJ8wb9{&H^uoaj;QaA7DqoU`mL06G
zx!E4H-d=n?@ofLxzhUa#ucPmLGj0vH-X(_--?()nwWT0L?rI0XPX#_#vAS~}O;;(I
zR2nEH?*5($b~+ZX+KWbLMZ<HEDs^_q*xovqhQ<pU)T-lzBx3)<qE=)nK&-TL!#|p*
zhHC&v%Z!)8i?x30;RdPz&3g%lgOHiHcW}e1)=I9nxwN_AobFucH-eAbq^W#)X%;Q3
z{&Ue)VUn@L)Ejlou%iuQx9e$Y3iUR%xWcbOW%_EH6E#_r2>~I@k7Fjw=E`NxE3&*G
z$y_jb>s2e29-V-(L7FZk3a)qY!TfIL9u0I8syiRNNUqKYwN*3qCjoBzQXFk?>oM~X
z1cMb@Rwq}B^Ug6qjQe)1wDFnOt-sX{<PGo(v`fS0!TatgJ#(aZz=JmVpJKX>AsNjc
z$3~&eCA~FJZe^hGVB=*sja#KPGR@|D|6uP3|0|g%b_V-sW4~*S%X`(0Y4BKP&&n$F
zU~p3cAaor%#X7QGyMd2&npr>eD2IW3_@bNSq^(3?Gvg<fu4d*^X&X5*D%u5I(PqJ5
zD5SHk(1Hm#Sm;6=R2sCdjZCB2UgMK>4C|@0Sg<NQ2ZN#+Ahc&DmNFG8@KC4-QyL=-
zxI_akAJajP@kuIZE}Pp;Xvq_o`>%EN;-zW^yZ5QM`)%`Nr5*aNe6~BrXkNcOi}mHP
zP!@hDSi@5(EKaoTXc^ufc(k$)^17eNTU-`NetfH`iKo2=E^C()8f-86Hh9pQl^$O7
zq`#(`@V&Oo&kNlTff|{5)_tb%<PZ`rEtRb2u?WZJM+4mg3X~#Tu#J?E!ZrEpVFfW?
z1~DZsAJ^JmUKwZ#@wJ0a(}J%6kD(hRV(<oTH>%8ZPigmSb>-E^MhoFVE48l)HLp$z
zap9`A+ZAg&6qxBEg6z|cBPxPTDPE#6&<Gw*v&V37m>v1F@buG#BbKFH_sQ*r{{4ZK
zc3Zk?lX)7G2rg2)o2o!EOstMbWu@-!(ybK}FoX9CUc6?VU6pQ}JFICZky2rPV@z#p
z+_G-j+uJYRnIoEm8<nNfDufgpSuqRpQ(m>Qm~#tlEbr1&IILN&1xc#N&^Qh=$V;Fy
z?@b>7mv#nTxU>06aF3J|!hPmTE}vI%0m?jB)2hr~;ut-ut#hLExgL`0-S8HfiVAt*
zgJoT_L`T4FJh(2&DbQL1O_GT^sgf6pn4VNC7RCl0Ei;%A#>WbRD?Q8#!HTb2j!?AW
z16QMUKLqWMo6vmi3oI?RPWVct?n}oy&SkS`YM~5+Ch}n(_wzz#U7pCEwEf|-mWX?}
zP;t+CAA~9S3*If;VeDTN*nbqB?NJbtKq|Q-q9R6w=iS^9UM44C+QA-Uxg8{P))~!b
z_-EL9kM}|1VxfDv4=6(~!0@6}xP}2&L~nXQYn0H!n$E!j$nN6N)>xtoi~Fd|Y0O$6
zZq|Hvq6!E9x`y{lH6bHICA3jEjAH0Z#D|KrPxG#!X`Cjh#d7zz7F)E-3Lg9pCqUl@
zrWQ^^=MXY)>*ID5#v=p2sG--r1rCU{GSe{=DBJq+`-YPR$8<{)%uF0+oU5HX`TJg*
z$*noJzOxsd;5P@4ve06FjLpu6^}kx{ly!SF)_>n0s#$=IC&p9|({lf~C}uxR>#2J6
z%_78n7b^SGVr};H7hbQ`C?f#;?#*`A=2`RwA5RBj51Yu($e**kB$d3b-k#89A+pC$
z$U;!4>dCC!8aO;#QkA{PLKCc#Q1s7;pL?4`4X!zDK<wHD6}4>&G%o7Q-Y1JcNRMKO
zH2#9exVterfHtUcFSQPDg=}qo@VYUKCmPz?1uH+gPv4wB67Q$P-3zmpSD`t)yk0>5
zIff@f(lkM_oA^Wv6S#d)pzZ9X_Q^rm*|r@UquE=kEZ3QhFuq!Av<E$#KCR&y6m3Sh
z<~Gxt_gw6*R-_E9Mm1D0;Tvb)D=Lf%(esU+f@hXIXEv(3^USD%D&)JhXSf{yP2Z5h
zfZ|T2f$gNkH};|+zip(^dSS%$`}2Rc%O%;iRE47TY{hQD4#Dqg&#j(vM!eoXU;?tv
z&6*=rMEUwp;aMeR_zHV&-+`QYP>5GnvmkQ0{K|q2jjp_`%UP!+jmr#43#Twto~aT<
zd*brTo=9C&bvoHE8F+F*jPfbTNQp6fR?>YLXYw=lsn3*)lj&9q_N98pjxw`N=#Jt5
zS3s!0fMl;6sNj`BtNEpFI~NSY{$Jyb&kg&Rg!k8vJ*P4i$mZ=bFFT1c)$2K>4)8>1
zgy+e0uWjJv_dJ?ep%xWBMY&50_7d5GnY)=sBzBWBqWN;2z;gBJJFTKb0hZ}`N*gGA
z3$hZQN`zW$f_s!+&0|7dn6>r<*(q3iYICJ~(OlunC~O^4_rOWipO8>L`R%*(3>V!`
z`Axc#A(kM=9gorDSyolrr_x%n_K&R{m|eqWwfk2ES0&fMIdw=z{1V)H#%+`JJ{MLc
z{4ay!#~70RzbVsWz3{y{`PVd;gBS7!!A(}=4f;Y4uIEgB>%w{AWP)VQ=V5N}lYA_R
z^}rv)r@mE#>9q_3yL<04QG`iZ!}M71q>e3Oh1POZ7$^Lz&~tq0NW+&iyQ=+T^H0ql
z!pCFgm^3)Lwp;?eI=V2OvNWW`&{Zvmzm)s=Cl)#!D_vlv1wF}No>2OaEj7RQ?oQA?
zR{E?JR;3X;+bG5rev0h{-L@&&QtdEFv@$Yj!;)cWVJlO^rsnmJORhlj69*dMeRlXq
zOFmVd?e65Zb6NSk&Yu1*c2^{-!UbNgRO4HN73)VMIBMEu?Luk6gRBZGc|EjhFNm^g
zHeGNaE2K(ZDG`M<QMbIIP;}Dq^8YBm==ese1y6X^f0xcz9OYZ4bhEe8hW8W9I?$}J
zx9)du@{Hxc&Q%zV8$CS&&7-H|p*(teL^Q8T)0eJVQ9^LoxvU1xm{k~@IYp?4_9~YV
zaT;SkhC96Lf|)pAEZ?_FLJTqKwd_Ij4P;Df?Gz&TzZURIj|-+172#@>!J5;~1Zzw<
zIDG+jQ-UF_4E?dCX2|XBm9n8WR0+L~SL_o!;aY?gz15b=4cYSe(>K`kK!;|ZHzDmQ
zFTrVn$97yv!v3huVnz7zgEiz5+jqSe{}$%lUuarb27VAp4IyYGO0@?eXpD_KUUGan
zpI`hEMz}oTAPUKLc?61}g|NM&(tvTapK1^KFeBZ1!gL3F50aIy-tpubMwdD+<Qy6c
zKZXsWta-3^jOl&KJ6`T@)IXV$zp4xu-VN2D?YKM=bK4eo@vM&KV-*QEu&vvM4GoV=
zU8r3vq|Pt87!A=jk?ghoQ5aacuyfe8_c!;w9yGcCnm2_eB5Bt%o)EjLJ~$;Bvc&Ns
zbq)cGg=u9$Xq?aO1KY6oK$F-89>JIP=;Kf`S`W`5_EQ+j{@5hrf!x}?WEXCXTI<Jf
z<O|n<aaBK-<2`9r8oqRl`kejyADFL_$e#<_#{Fe8h83oNW|fiNK1I6@?Rus`?8L>i
zacqoeL0W8tA~cbN8sX*5lW|5zXn8yk!e=`?FE>e9NY<CN3sQpi{7E^c1kQzpTO2d;
z0)?Z%TsDWqW}MN`|F}Q4sAt-X3(XT{$tYTHEN%6h(pvb2{a)#L(9fms`1bH-$J98P
z?I?(DfT(bKbrtL_-SbhX<8|Uuu#n#hwG$6&#G!s6bKYe4xe&F`zR`1#t@aD_m5d^s
z6y}IL@W+<gb02tQ9&^4gbpNRQDZryrN}k0Ug&(errn%r5pF-keO71HgZ-IXU?z)jZ
zx;lo^&hA-h=0E9=t))-4*7U6Jxoeji0b&c76DH>~Kv3GkrwjKJtYmv_L?a$d#m*=(
z1hF$J-E*A#tvHHafu>q=szH_3sC3vx)9n`Qq+6`stHItuJh0XLbu9nqW<GDG4|X2S
za`X(?0?m=)49`;FQ&)0G(3Rctw&>oVK({DDiLP`ib>C`8;dH}1KzN2E95j!!-_#`W
zifbt~yhw+s7)_zE(oQ*r{O$SGxfPzn**dULiqRDk@(w+O28Q%)Fi)>Lk+xkGXHF{(
z2s?lfq<S^0K8L^9*wp=%)C3K0&bU$1_Kk)ejdp0z!#-r@)B6NdUPw1T(2vVGgkP#M
zuVC4G9xFJ$T4;y)3RwG}%t!<mVOwDdo-<sjL`}69&gb8pn;wQCX?RYotIPDXA6CrL
zops|%r53t(ITj9ibK%K#mhVjy{HD(K>H0D5I0Jd&Y#6q`z>>cbEXNfrA|3PEuF!DD
zl4)&7gxRs<RcM$fuFx>$S6eXR(9T22enG>omavX5HQr&SZQTka{?z&86{yfbevZ=&
zEtJK>8v9mFa$=x`qo&<g=G}7BLI)mdWS|Ku;epaXMn{zg{buq6dYPfLhO<!9V^$0y
zcds}n_49?Uoe9yk!&+VBlAp>_nG38+<JZ<F9)h6%3{g7W<K29DSC6hIRUp-z;5$lM
zq0HhAIF|ESlo~c_!V#Z*FozT>thPc<{sBV=v-G7?X^hwlP8B<3xt+Uqu}I3m18c7J
z`I|J<m0WT+BCbj?YOI9klP>dOk5aJspFeZ58HugW71FXMv@q9jG9#@&HpM5Vlqh!T
zI<f+HeVmaglIeS5IdBzOntX5uAqw+&vc@HpBQsqno-~KAZPz_0tc=bGHBfC4=g(>>
zVESd^=Z>{IL~=C~;?^y^XZRr&=*PPmKNPnqoH@nU?{N55>qe`ozghZRtAMxwq4X<h
zCych>=2<ii&SYJVf<B%=!<4<V^h1_%r+4+*mb3A2G&3yxp>nt8#Dbo%FShfkqzWGt
z<?cTiJva)8jJwy>Wh>c>EJ@?~tlJjgi<t}e7d0qHas5C%n<5z55+4Rt4Cw_Q73V_p
z^FNtfhzm#xFz>x28~)ANO#d<e;J+d0Ne`Ev771uQF>UF#yBp}Y1@rJ3;j_Y52|qY@
zRRQ--f7^+?*I|cgHbiDCgxq!c38m?8j6!pfKNtF{;8GWt%!Ci9RX#QyEI&4_&!K>V
z?i`3L%nf8i-!{yS5Q?RA%7b29pF)FQbn4dOZa%G@z^?$J@P0vF8X83PeE4C1+57O_
zqB2(M&kj=V*k2tO$NR;GMs2wX`Ts{&yJMkW_uUQMJScOG<FTJ0KB-FEVAyyb*TI@-
zYr<$V;?ri8tff01cZ>jyEG}$4v^Js!HXd96sTr7>a@d`4PqMlg?a;5qWNmFh;`9r`
zNbTJ0?*buuV*8>WK#LjMl3P5bpV^`%b73RTXjb*YFW2)uR~w-j3uW9nySPi}+=3&5
zT#ngw9k`N@Pi^snqounnMpL?Nn~TX4w<Z7V0)!7&NjvI(d$AQSr47p;23<E0a*sin
z2$Lbn$`u}?y`#`NKBXI%CHtdBQ0SQJqY}K*`DzQf_cqgg#_{jv?qbNnA^x#4F64f@
zph)xf+)g&h>c{$~6E(veS!rfdgQaa1M_wZuFHNzRv{}3aKN{~IO++2<;at+eb5y~2
zox;&b1TW1-x|a<$8+mndod+5^E!_&t1qj<<fsPhndnYVB^UJd=gDGjPyo3)>@WDql
zce;!B(#3(FU+mIy{V!?bb$90l({`8^H)6C6%Pq@jx4dh)vrq8Aw{#@`pYd|pmE$(T
z@V=j7mOTOHgvEPr9S1?Q3o<)93wdlI4n~S$Cl2)Xsj9z<WFHB#VZfU2kStcS?&yJJ
zda63_*w9MW91-La9^94)4_*+Vgv=|A6t;%7k*aak$7L)quaYjL>PRDvkL?<4k!VbA
zv%%5<RMNyB)JX`I4{mK!EWl}kcI&z*P`jOzo#6!{QG{whYe?{fK}A6Wi{SF*ctH<`
z7IPxsQ4U0wP9F<3J6J{=J5MJ2P0{;Fu!N*_n+x@oqKOT4dHw*mbkme$xPxKIi+7wZ
zI`Ikh3D3Of6(lIxu0;boN!N|tT8tCA@P(u}F-ZVx<1Am%v|yt{#!)dOI`*foOUs3J
z7AzjcjA(OCHnU9TR)Im%rgRKdNsJ4Ut2L(>Kb3QwyQ`EVbRGiKO{$zMQct9<i*`^2
zWpv0B^Q&bUa+t&r=(+S3T{DFU3P{t#mmJx@Oh|$h$Dl%j80fCyn$Us?5pHaKrNd4t
z7Ryh5w7BuIrXZa@o^yMX{Iqbj$#mg(S*QW@cg5#rm}a?10&^;2Jl<_Ew`YD>drF~F
z*VoVpF>A?Dji+JCr2Y4#vGmZb`LvkoG<z~1fYo(gTg*OL_70LfKIvGG7Rx%!9iJYY
zvm%Bj#)xH&pXdf^d8H$o=y(bUh-&(qv^4Qr_G_AAb2O(h(+)n)nB$oV-y0V9BvH=j
zp*P36h9$Wzqcc1miJ#FzlPg9EFrK#ZLTbEdeIfH{(LxsI%yv;<CLefYzf(B6KP^yK
z%HwEUom}&txiUEB)s=%f%J5{MzoU~nhMmkvq=V4i@V(K#r<%%>g{a!s{>qCTZyLo*
zp2`JJ!^Mk18g>S$Yq{fnBa&`z{=(v4SwmZ>uYl)v_9V%Ydi@MXYXm3PuJ_jXsY<Ry
za&@2E`QnAie0Q>BQ6|l)bQyBAMb8yB*H$a5xv;6eEQcL(w==jHm2imgi;FgBD<5&)
zZ%iu$iFYBjkWObqkdoY+kl=%L6gk70X@%E|LC1}p@y!8#kx@4S#uSswBbtN=Q^Qu7
zXqamDgV;+@S1(DZ&EwLD;ygH^==k;sTL<^nh$J9-2-G<56)PLawS*$5{8Y}%X3~Ix
z7((S83I|PLt^sKyG8GI+N(-0i4hF9mgEq)H__wJFLl6{B2MUZU%$)P`>8WcK;Wv+l
z5hjo}E;ToZkr+g`isYubo)M`eVLD}&Y(J?>qm`;VRL4D&`4c8dN_JA87+_A!a;f^m
zq^xg>-v#eIHaf3h*A;g=@%2>P6k04<X6fq#<(K)oDf?H6hcX3s8#$R4uM#q!62G5>
z5OVg<h-=84HiPR}7lKDhp=U^aQJ(!?-vAB!xW(V(bnCdKLy(!ELHV-2NpdH$H^Btw
zj}o=U_@hLR5HgLHfKM3a{80wkqZqq-!M_Yw*0Tl_SLcgrL}7U%(oD!CjXRV1ZP7?%
zj$`$y9P-?)BbfTF{hqM|Bs&z>nB=t-&ph|KnA4KILGX7cTwa#9gG_%|jCl6w@o*C$
zy+lk+{#=67#hJ_qVrnO{b5_iPE2sSrS*s=M_8iY`5rk}FTn}ppox3RKXS?<f3=)D&
zO^qG9#BS}@<1k8oXJ)$!$>cRDjWs!n=?MH(?zpv{@x0u$(PxqeXOj4FQA#2jqZIh5
z+_2uNaZ-%FOxVsDKVt3~&~T~Qr)XNKnihpJR`Uv`gYnRR95o$uI+-u`dVAK|w{o9P
ziP2=C=%OCFm9pCiM{`~t7Q@McEgA}BGjE@ye(~5AM#!;X^XzDn%x&zGhOoNgFv?(w
zpqR`g^6LIe?nIxjD2Fgo*gkscZX5yghzMoT+s;?e#(gLgkZBAF4L2Tvq0C2c@<*6l
zPLe!$PW!=mtP3S%DK?Q%^s+6YyXNwd4kt@3CiL6LX@t&Jl8PTC)Ci1WlQ|Gp(mGC~
zA4j@iK2UWlPB%|O<Xn+3vLWHMP>?3`WJAaYGNV!TS4G5A_3RL;u1=2^vg`mSrsClb
z^HITDAPrIR0FVsjG)y!YCSuuT@l(c-&!UfM{2{sEo?<JIo1z~S0vzM_qCi~lFPe>+
z6E4h{DYbTh``XRXXs@*jP_lW!jAI?Ow*wSk`WcI(fY*UINzMM)2Kz8&l6(Xrf|`RP
zye1(OiQp7I|B*G-I&2YoXpDahv`k(UFnD16qkvgg$G-^}|D1KCz#Rle5vHK?L$=?#
zS0|N)ZNQtTDh*1fYg4pq(`c%mlWBoz-N7c<LOS8&Vw?dUj+c?BpNeTokQ0&eol)_^
zfvk>-7sTymu?bRwW@=^ZCrQSy*O7Xeny1tuNRw}<s2rAj8ApZ%YB<yvM^&(@SwlgU
z8KebR#{dyrUa%;MjUi+4h?87}a;_RK*Hv0}1KUZ(qE*E;EGP-8g%HI>L;oq4qWc9u
zmGiPSnoyMz(GbZMa*|+huks;!ouRn$_?*EUf=tsW<R*$PI4@s9C^FSTGg$MhLy&Ml
z_mJT_Xoh9XlHXc5GG+qC;A_wAI5ZI{@$U)=-GA%&_1Fegze`0Fj4SJ2r92i7>nqg^
z2ii(85R2^SvkLmv16?JX`f^xDStVyppo~*>F_Yg_k!FwMB(Ot`rc&DY0GFY_BCW5q
zkK<LUe&NJdt3|v;K!0bw!OW2$v$!puLJ0=odl|xn>aX9$3mL0Qzl>ij&Nu0ukL}&|
zx9zL@_Q(63edcn1xAC6JcL)BDe-?g(p4IC!Ymq~`+~03Omw$PD*w}QDGwJ=YeY4-n
zRVKncT>o)@vq|d9=^_JKJudgJ`4I2o#rwau8_zen7g?mzWRd?8LTkFEj6IyE7Xjbw
z6t0}Wqu;Qc=e6?5+Bg@#a4vq~T>8SfbUJtc1OF+1x_yYsr|leVodw;vIqf~zmN#!d
zTyKfn_Wj2H;w8i0`FH1z<JjLY{nvIpueTDgGjq2-cOD!Yyi@P`th|GNx6aM-Z^%;#
zhlxy|QI7a{_+7$i{dD%U3QyxOOZiY&(x2>rMSJip1+AN_v0oH%3-ORr_;3H?r~2#l
zCOy&qAHGp;f6G@&Grxbl{Q8S&ak+AV-T%TmF#N!O<XW`<tOxu4UYYobKDt)s|57t6
zu}<cd5!VM?{O$hTRi5Lg>#g!6v44Bj<A1(yT>JPxi3!x!%#&`pH0`gWcF{loz|qF_
zoC-Sy*Zfv<<9|zwrQjg9^K{9%N)mp*Q6kCR#!uxkSctPw&P7x7Boy??EMlCLk#UGE
zD3Eq(v8Jp`+iW{AB)E`CxMFh0h@c0d-1;SwWH`lqnpjBuh<C{x_d2o2(^Eg(@{OyJ
z8sKa8EpC7IAK3sLU;8^|F~~dfwF?_qoUPn!;Uim`AA7(2iCu*I;vwPh%x%B0yO4Ou
zPgm;V9x02nNIl)(em{-tdfAsH?c}G8z|%%xw*r$)Yfjp&Pa84UVWOn1`w*)%j0Buk
zvdv})$eDmkoS}jrgnH|@{FasY|Lt?>pN9=I5;v<fj1(KcDH|zCRI+hmk^l4P(Wi;7
zYM7fYe!P5l6?OK13-Z|y7OCG~6Spw?<)aIeQ08t;vP@3<FcAk*ERs%M{VQrV9VfE{
zBiqcVYunLe=9J(38T^~W)ZnqjLq|sAr}8n@m4+B6y#hz2e`1FV(T@rzv5E;2YB(yB
zDd@353&ZE83K~Iklj4vujQvw~N|nbS-VZrhX0+!vu35O8H7x%pyxespyNxiM?^8_Z
zG3>_SopflxFJJ|Zg@xs$SAt;Z{au&8ip8Ee<7oODlEq@(5A^rVj54UeG6CtYZN7;c
zT4nWUR=Pe38>;0NHW!JOu=(jXxcCpL=7ZCbZv4}C{qt|E{_XAWPl<uS!9p?c+dCDS
z&NV${s?R(V58n+L|9M}W<$rmnFF&dU|M=;jZxH+QJK3O0I8oiU%l>#D3qi*J{rR0j
zm-`KMjYe_ZSTyea725vSI!PMZN)opZd9?n@G<#+B-!6F8TPQ7P>Ny%o;VIlamXpkV
z)I2C2&`M^zD5_rn%F!f^r%)f}ay+|~hVod|&faHB$(M|!@htg?RHpo<)3#1uyZpU%
zyH0Z>mz>*mim~~{dZkavukNo@%kmfZa|8ZLzgp9m`qh@d)~|oI$fg~2vEN_*2Dj8+
zxbpvqOr8;%A~@Xf{ad@bG>Xnuh=KMpv}@Q=`#HMor;ney^mD;ryx}ARbs7i-eRr=Y
zKfgg4u*H)I3NW?w@ZoCz`0)}!PkX?@Ek_-N@qp)kaN&PHx5We3z5V}$^P#P|Dkeio
zT1pY{{OrTuSnkr3Z<mn{cgx6zyJaN9&9ddf-7-?)ZW)<yw~R!%TSgw-E%#5>e(@0K
zRF#k>=Q_MXM&-7FrN1VwlgP1Zt3Nox%H02;wXyh0-%hJ@9{ZaH`<?tYq&tQKqtT}O
z1GK#Qaex|1{X!+~H^&V%W$w5)`+0R8PpC8=t)Nk>henkr#`A)9-HUHmc%JO0udH@&
zq1qS!iU;Nh|M{p7Ew{r$?P}paA8z0*zfLFL1x5QjChmOPZd`olv3BFII|sBI``=l#
zeQwZO`?Sx@^UJs2cfa7)GkCD4QJU1|{r~#&+pk}KUb=PjBUe=EYN$oE`7%@2Rhcp`
zDd0?5nnjXLJ)v39I`U5{GOw2&+1K;u`@uZ0CceYffFL2hxbh$zl&<PzQA~LWs@TTE
zIpbi-jRz^ADOB}=y^G|=_SB;cLl<j~1SP<(y$gm?%WUVI4r_p4*KymDDG`dSN9|Ed
z7cFmCFq^!uTsTGh3ew%|LcFcYoXj%d>k%~szN}`ENigfaGzAm$#aZSB<)`r2n=|)d
zyoPDjpmI4~$&8qwpGYiz?xtY}ncHM5K3#=Z-mh_%=VS}*p*LMUKBt=<@tpn$o4fq6
z=XA4+Y9;e}cuv;_Vp>!(;|nj>vT#rK>?6o7ibNBSkbHzChGW&>*j&^_Ne8~7dTI6A
zlw}G8b7c*psFaooQ7?Gx22LI8oR`ENQ4=U{CWn91rPP}eh)*p^#4QE<vb-KTt+Ejb
zh7NGafW=k=I@XFLPQxcGE$UEr@$924744E#CMrEroklEps_TTG!mUSHODp%qnkpy3
zp&E!YFIb@B_jlPhCs2>oc*{D<wPRH|JL_DI1@S1_c`S&D^N!*net{qdt#m+(q%BBw
z7}ctibMiLvl%Ywgjszfh3X`Fjia>tz>5Jj}p0*hITz_QW*{yE#j!k%~Gc;<Jb;BgB
zd~)l%VT_@kbA>-{U-{4rSlD)cm_-t0UF+gpVqN4QAZXJTnMSvRymfkAfl@QpFJn`}
zQIwclgK5@=22+C?D$GaU8sJ9PU_B1MVX$$=C?ng!xQRVvheh%dwYCzPvC4FGO3q?4
zL4gG$h-VGW6`QM`OkO<g4v*qxPR454<$n_b$o0*5nPHEQDfyt|X%&TQVBTudQYJo#
zGzCn1A$^?$geJ_yxTRK*mRZs4W|E}IS`6p4i-00Rp;qv!?w6S?8^zWM*{6P)S!;s(
zC9BP_IqSruj&aC1IS$7p%iYT)Eq%dN!K&kw*qKGgorV_`GYm%@5zN9JmS|=pzPW0%
zZXC%I1-!`=u?hACSIh(?YN)TeDpfTB0?%s9wE8AYm6bav%f=Y*53H6<Fr~}J-Ofd2
z50zH+6}Z=B>-*tgd=oU0KvWKD+4l0$ArYjfx*LOe>ZludhS1b*RV8#Bx@3|gUNUuN
z5pAEcyu1QFeLHf=31%@|dTDY0Ftuq!*RD$)ZTBurv$~sT`<AK1qsil1lpwCVNE0E-
zIg>YK9Br|8kmM1oB8v`>B`iC=wk%E#BBYFF8}Z6pi)@WUv~W@_fUbpKqr(QR=NTWE
zt!#D`R(qrtd(xVkQ09`g_SWUaA}e`g;e#?p1yd|*Eg3lLf#ooy@9r<Bm)_ihJC`Md
z__JO~pNmjn-l4)YTv8x;Zs3fgX1NI-{p9KE^>S;_PqR%^o$@0XgU_uRS-<NnP?%c{
zaxJPTLYP+6SSKYt%9K4?17&Q@!N@_bV%bGo(Fd7&Rb=8d6;#gB$7#{)@~9vPGodr4
zlfX5LlGElZ7KKpmCK}&0LofC?XJ|G8@y=$SWl7bq*8H9A!xFgsqHtIwV+KXTXYPmH
z;>1|5t`3k68%PEVXSapRf-T~HT^}>5-R&E(8_unE$0!axdX8ET%sayb^?Y93qw^h`
zh}sjF3G#rOVMcfgm$2Dp#uk2OoI4&4F|MC2JEr{gcJPvmP<yWY78FVq7yE~UTmz-L
z(3o-Sdbo9;g0Z~UbRC73c@LaS2uKcuO&SQs76@CGJ}{*SA2+xB$+}-Pc04BcI^UXi
zgggbWLry+E`vOydGkF1kAo!AK?Gd=9VjnWRv)C7($Z&!}<@g?Ch6y_mS(;4p6-x_o
za|M-qH3#}>b#B7!XF69*v$C^l!G)4e!?xCZD!C57$NkD9ZwFK<(D01`qCnC8`g&2=
ztr$yM!c=LtYL9Sf^RL_~gk;w;nwrJ6tl@*T=15Qw>>9dUs1)}rw?oJ71soXack1Rn
z(6GYKHxHfBf~5FO%j>hATw|q7(_*&+Q^?I}WmImS$O>3z$~*(}Oqi<X05FcC3<Y{c
zIc#Oij!m%H?se$9tc#X6h8m%}CFt6WS=J?C5_UbDak2BNQFO|OY^mnNNI1GUU-nqP
zGw2|7Gw3k&u~qJ*bqsLw8Nyu68*<oPK`>%>&FT0!WS(JnGOKaJ%NadQ{6^HGMRU=F
zHyvp`=U}JJYA53?f_GVB8o})(cf^<{-jT?JX@D$RbG0ah-RcnpcGS6AT;d7U(hb5|
z(5hOPLak;21hv{DXw~57{ZpQ;=Xwkuk~^bHO=n(L$;66AEi|HiiD@*fKtZE^4l}eq
z;@C?(twPs4?Mtu=WNR=ic-l7#&!0r_`-(7ZYl~S3v91z69RdemmJ8n7Kh0{JVKoS{
zduV;llUvyCc&zF@<4|BlAD47C{*tU_%5Ky3P&8_3=l$Mx^dG`{Y<GTL=So7<ye=^z
zE3}e8v=oxkLm)84lpq{22Y7QnxrLx9ad2gtUMS13W&;(5bsJG|#4@-EW*TP^HNpP$
zaTZnL>g!AvWdg(WXUUjG69t|goQI94%ps0gz8>?_-Oi1lG_Ask5+(^RT4y^d7;eMG
zV}7#Ea#xrOU62Ridc>@*adKtKkYYbgq0OoQaSDDWL>*E)Et@<NR_nR>RaTCV*}PP#
z9jFA>CMMJx9zp~wJSLr8kGP*ojD9LH`l$pMO3b;nNdA2~AsXXOk;Od++O4ic)?{)m
zk|v(tS`dDY%LBL8YQf0yvni_*U<6++7V`->V`2u$A}WO977W+-vkDXE;|)IhX_6C9
zFD6XUDZ?zM;aF$ricjHPYwAL9?w_ucGrR{muH!mu<%j)IUSPc{A37YLe(eg{wo8&$
zcM?=2kNq@lH~)|Ba!HdV1)=c#uHvpBzwoW=>1l4Dci+M}AVyV>D*uu|MC5_pRf%nV
z34>E~Z)3M+?%jNHwNR*en^tshtCnGDaEs5qdDEeqT1dG6sO*SlRLiOP#WdTtg5J1E
zY%6wn=F6hRN`u4g<r2oC{+y9lz?#dcwBlH#fzBRPj67q}A)1ix*0IN`{rz*xhxPxJ
zcdoQ+9-CbkIvSXJ8sz<Bp2?<XyFO`<r9-l|TRtsUDLr43izWJQIHRiI$6~!FZR++0
zX;TkPywD6bb@#e{IzE>T{eFc<Gd<<3p6Z|AC@=psYFeV8QNt2HRgKUpUc6M9gf2SF
z4KuW#rWn2Hrd+uwP`opR=n5WXD{!#8FnC~_J*wKLP|JdB1}p@K;Qnqrr#lwl=(6J=
z5PWi&K3LXGb!tk{qQRP6#OYvorDLZFqjoF^t!gAYCFCUKuX4&!6{=d5J0pUVn4J)r
zPRrLsb;eYrjBi)Jw>t6{?{X$zt1qi~LTM_sOx+q^O+WOFdX3!V8ZRzTg-@j|78+PH
zn>Fg2zJXCR(>Un$HF21T78FC6P(Ig=1(6t7YYSvqgH;hY&9hBKXgalMUPVQq?G^6l
zxt!3d7`s<&TLSgE4OA>obTs(hDaUg+Bo)*1-bA^}+qk&QqgRuI>g`HBQ*niChpcYn
zvVa27Zg)`-I!&{lpQhpAH3_J%iYNVAvV?q_%|xN%21E1A@c?XNC_S_dkeTWHMpbg;
zjSsujYTS?a*(o)y)O<_&m7mWL4Fj3S_nh#c@>jV9>1m-Yweb+cgX}jqkz!!eQithl
z!x|r$^E$HAoGlGAztmj>@(g><2RYcBw3)Fk(v$5G6m5dP<hvAJ|5rIx&kdWhrws?>
zAflz5$&SiWPLu`~XQ7k7gqmkU(VS7nEK%CGfoIH|n^(}yubooNoU_{bXjicc#AB3@
zg)dfrl<+2lt`55!uNK$7u>|3U+Db)EG>go7wl#NPHB~%?VdkYx)m5=L6vl1Rsz<Wp
z#fh2#G@)BfrzhNedZHtu{CFLYi^uDTFsF8TW?04XZ`(_EtG})<Xd52uuFE5T;=Vod
zXLuPxEgwxzw2SPKH4uq!cDtNs{u@Yj4@=%qoMIt5Ms>BKdMYs!Eb+``PZf!0u6VZf
zb7kkt{Y~~v>l!TYE;jj=ch|#=J`ESdr>b3;0koAA&>$H4m^P`cn^bW^nRd}tO-~?H
zAY(J0yI2`n3Gu)0o!F~as7)*!(scdMoDql0U*+D9bk-gcMbd$e0lG=9h<*yvf(5S~
zPF@@h)c*%?hsG8*E8F9k(=_*Z1;vW@lT};(v5(ta5OcmdYW#4TRuQe1CAjO`s%Z7a
z6RNq9RQ9uxo3Z9Gqgvfp*=n)wcFY{@sE8>GYFiI{I=U5`kJZpY<K?Ut+qu=Qc5b!U
z&aD>PxkJbx#_kwre0sWa+tPC8<|nNBL2HD5dEw`&3xwIy$UXX*u|<sy*E#i=(byqQ
z2QNh_GpnPz>s%*PvXQ99?5Ozt6P8oN#YyOJhGwncOa2ITthJzc;q`We3TYrQE{Qb}
zow(8|Czo9Yf=36;i(9>UOx0Eu7F0KE^dK<|q^E_b^rf)pQn_VLTG(PDblil6R?wO2
z?l+fjukST3InwGsBTep|VdJRWi%u4k4|LEp!l%*&$vn$1<%ME?{r+jsqi+&Z<;D7z
zoHJUCz`KeG$s66Y_Yi7WTjE*a0feZ;E*9I9^hL;rDv41O)2!@*As6%LSJx$}My}36
z9bb<bshVyu6;FIvOi{Tu{#CJBCp2wI^cHO>@TpMh=Ep#^f&8F-e%Vwt&Im<I+L0uy
z+X5H41|i7~o2u+eMM|=3(})Fsl}nIrnz>CA$?uNr9@qJ9FK5z%FEZTL%@;{-!0G9M
zR4w5_Pwpl?W+H~c&FfO^?r>$-uDR+yd796K+7$(uDs6R~&xYGJ;zoc1#mk?J(7;tD
z`U$VCn`1n~2{8Eq_)5DuIAKvA60Qob)-UeCq~n~pMS?k_Gko|~#xy=*X|UpNL<i6V
zi+lJ(XD|i6#DVTELye`XwFl<AB0mgc-$Nj4!ZPV>r^`7~%lwvkfY~Wq9432LO~w05
zb-R>l_^Tgu4FRJ5<F}rG9*LThjwsmsZ9_UC>5_nk75Q27c@jJQnAOOW^Ob{{Rg-1I
zbX^VEEjSEgN&6E1Rc*amXnik6%AQtO0`*D59*AasX+=4+mUL99Vij=ISmDTC0i8?L
zLe<ztczv^p!AoairR**_(dTf|nCQiaL<?&9!VbgQ0vMF7<mP&pV6vC&jL+vh^?xh-
z8#J>|8#dImd3p*bHv(-=tybDYZ{i&j*-lI3fHZIg98=IS`AoxJ%V(Ny?e{Xyal8x+
zW%)F_9qCB=Oth2TC)m(FdRzMLg<~80TeJRCU&4@4td~ysK3iw|ZkE|fb1JClUxZU=
ztvPS#XraVL+vcrW?fBP((R<`@2y*RbdZCGDr%c_WMmt)Mvb9D#e6FJ%Hjp_MHyfNU
zWlugEWi*OzM#gwUS&phafK#`*w&r+zn{$&*pEci{oa;(>4~!lsPPXKZ4EA%YD3A4A
z<Fu0Sx+EHby~eF87E@NrZWgwFAe$x0JO}|syc5kN`};|luey{C@D(q~CRSCQ5P3Ap
zRl|(AY#xL6Hm@E|eE4412~UXEy3g&p?BeFs-p1o}^PJ&vZD!mSTYt+p4<X@U(fVeW
zf9k#d{Qf=V|3{xbM<EUGBE`dX6_lJhI|5kwtE`?VoP1_OKF~J-?vNMN4Uu6`s!9H%
zk_n4t>S|JG;WteHy7e@DayxZhMqBJV>N6C|Se21(R-}k5d0+HaqzKAZbc(9UNi2tG
zzdRf){OWS5H{ar}?OxYBBvht*$yH(FY)(QXWgNHgL2Q0-go)coI$YX;6YklmWRn%u
z4@!pXN}n8ddQkEY*6cPu$PP5$iPuH;!#~=6?se^V>R9$V_!?gFdp*yaTa@3NqPmHP
zUbG-@>KD~&vfH#V>`_zIu&TMwv4L;A<w$tr#+Dzp>KxzLC6Dz~Lk`&M{k3)VQwpV1
zL<R;N$jaUwLG8Nwr+R7{okcVJWX?N`95?#i1YGjqagzL|^x75AaCcv$StXZzxQVrP
z=(f$GACk?K2oxN8;b4^&Zs`UM!D~gz*j?%@)$?pBt%YpkH5oRP;NE7JL1MZrW<|TM
zs(o_AikILwr=ykW!f16U#p)joEEe@@yc45~>^I?ix(&JBHiY&pG&)By+Oy5q+bZF0
z38mA>Y<jM!%jQzrP(D|%m}Xv%VS}o2-j(m^dS`sU*+MB@Y`OBVB%4j$b0r2a&y@oc
zq@}FAn!Ub!b$QH?D}}SCe;M|yHdIV<r&8>(b5&z}TB0V*hh4iBu$CQdn(Ce_wCp5#
z4m#y=Wh<7+F58zvP1Qa<K(3T*!2(m7IZ4Uzl5Z|p$0)dmofRzHsM!cMO~kN4nkFgx
z4$TQcPm7*7%zeq)PpanQ2c7D|**Qri&W4>co2w$f*OP|WrV4FUA!8|<(FrJ$9ce=s
zg+}FfBFPEN9n%r?zG*?c1zt1C7rhqI1}gb%%*lY1QEP1DY)+@5>^FjqQivh&h|U4N
zR<#kY@Q@$a711}3IUr->2akx-kNHD2Iq}NK!HN{m@K`igB79S-sw(rBZD3SupJ>y@
z8NGh^y}lzzNQaY0?pa8~WK+<rhyIW6a>=oyx1sR-UxioD(1TK`*3&>nH<@JrKt!HH
zifY?|0r&k-5=l{fNuhG3LBXfjl6;6?y;;BUgpG1RbqTJ1*TT;$q=BCms>;_)za`sO
z_<Qe>HxBYk!EUi=zy-O(4%0&=nRYEcAOEnD+Noi+-<3n#f@|DP&OTVW(|R2#q_8s>
z+FeqZ`gl<YmgH68B;;P*yuzy+lDp=0?ZQs%7K=Nbav)Toq`T04Dy1g_{m?B&guTpy
z*$7|9%(Q%IzJ!nqV)Hq8PEt>RDD;_vREkHwWHI61;I?koL^)a})MRrjCJZFXrg97_
z?w_zhE)$yECN#NCAXk%HQ?OJ_F-h>eE~YSd?JA1Z8bE(B6xhnWbF<_)+1yX^IGG6t
z5TS=*fA<az^RMOk^WRpltTwVHSp==<jJ*C$&n0G^;&I^~@;A)m2N%<<KKI9SxWT$7
z#d3c<L$)DGGP4IK8e4eq!A#>Ou!$Z_N1G_^JoQY49)kPjvB&d5DCxOwZd%ho7;b18
zN{*I3eAIA3x1MZA;;^zx9AMaR<X2Nq?fV!;T1zkCr9^SmV46_xI()6azW-%?%`Ko;
zuRWI`rn$ZF1#RBw(WSqc%5Ne!`7lgyL2g1@K1l(e6YdJ$?q?><3eG+$Zb=vvF-Y#u
zl5TG!Z%c=TO=mn%x_U|*C=+2+>e~C;h#&z+7%Q;-Ydkf%T_{XlEsh)J888ktUwRFN
zE;kIy>+!whvkF6;CW==ET2&JDG*zhP?o%Tq^}F1+#xaoC@6vqu=l23#tj6Ynb~^2M
zNTyZoWQf9LVMS$j3#;ENM#Rm}Wm56VN3NFf&A&zS0?+7$O5@yY@iqx-i?<mwx1?rP
z-!xI|rJE&tw44`9Mmo%~Kx|DBQ;zx?qm-)O6q8A)3-!xOf~nu1r(9TLH8~`$6TS-R
zvNrWp!D>usy7GyLO5~C4>;wMZI`j2yPM2F_xYMNFd(VLUyX1L~@Rh?GS5H5;Nt#{<
zg<F|E>&MpM+)*|%8!4-t=S>|RowRDC$Ir*OrqyD70rf2a<&7AQ8Xnin1?94&cuX3p
zo*lWgNPGaMMI2<gxFdRLQV?w-hfyI5(R{53$0JgKiSWuH69v&^RP!ymgJn?^uXi+O
zzmubfN4Q=xDjC@9;~AQjY6^qq4Tdgmm_c+~vx?fZfE{SQZDhk6(k6VAR$rh0x}5oH
zUTUeDxv02}nq6H{twK)qK6`)X#nw}HTn@ceQaJB@CC#4-{(_yEV2^W{5TanhwVoVj
zE3YRCi9_+SDpr<9L+8$top>0Uo#Dj2c_q;pZ^P(?rW8g!9#^*b@v>opNPhFqJEm+a
zMTJ$5MOVUWbrzO5R7tj?W|L<cgg(Y^uAybpuR=<L&!#l^l$olLN*-u{arq<F3MEzw
zyZs<qMUL}?ELxe@gGVlCn@cKaMf@H#Z8wdJx;HV^-0^e>Nn+I?43SfWGLB2GIVa@O
z9pba8E)6ZVw0mNXMjKi#SN=VWXc#pTOL$AEiSJJIKsMO}r+ct37sb?=E*Y9CWYt8~
z>vzYURgTP*RMGb$V)-CQT*5FZ<qIF*8K5SrT&KCR92}s(FY?jPQ;_SinjBh#%{e8d
zdWd31D)&@^l<T#+coo@j9MRu}IG`t#SF)kM&A$gD#GYkX{kA)ChSQZqjt$iVrJLf4
z48)~vD%dzAlf^->yRjl5!)8vx41}bqUBb+!;(mh_9DHr75?hH`5kxD<Zbe9fE7prX
zZTW!j=5sDzoK??mex2(Ns}HK}>-FeWjhj4JHCaP)v!iSZqZL}*t}b2hjAir(Y^bB#
z2D=flSU*%Jx00uDt6jBySLU3Vc*J)ld{lEbbWn#?!;;48-nElF&^^QGfyp^Ek=>Pt
zcQZJfHI+8?xFcxB`SoZUBFg#_Pt^`5b1DlX1Z6Fhc3etg307hqFh`TZwPfoPkZrj;
zTrdtZFVxK1FvCbCMi@=*?83;B)jT(mB`b|*3QQT*yosg8l4RAdC>aXRiX1tF9C7xb
z53#5o3)5FZ_J((oQU3{Sn_7@oi2>W-Nu!MNh`B&1#tDUve5hvN^P+Z$`s(vfh!RZK
z%Dk!K-+M~>BMv9n;`;gnbGd8#Kg(z8Xv+DDHm1_`EcX^^q>iRsa#4I%?lpnl9}ep-
z7j1(?h<5iroI%a^8_qNnT5Y2)eY{=p1dlgPTJ=Pc%ozR%R@slYA{`huJu{#8!9{WQ
zQRdrJH@RL~IsI+Q0}Tzhn2eOq#HJ)MLkD@IJxr4+D;%5GgP+`-9y!l9;1k1@(uhZg
zlEhG|s?iO6NbOJaTeH<Iy>k-r$nAP1C0TI6c>R?Lp5>k=oC~|#VG~nq*xEw$tds@%
zHre6`RgdB8nj7|tf7Xi}7-;sNg3Y^djAiL$pmN1rZTK-<k_Dk;?@h0ewYsPf-6b#?
z^Ue_esd9@JPT<FIWHrQ}pBMgE@!6o)8G_K~q<<~Py-~#OEd)95V7+l4LeP{q=#eOB
zG8Lr3?UNxUxNBc*Lm$QX@0a^}3MY!0I>IU<BonqqRH*U0;1O0d$5d)bk1(Z`9#*|i
zPrcw3FAt?BUL{KYF8a2WHEI-gN{-mxy%Yss5l;?x_jcbS`Rs3eE(xh!+JCODXqky;
z%i8PpbWN<;+N(cR%?lw5dEbkloIWeDv_;yg!`kb`#5}g~Dv>THYzn!wDOhc4uXkK3
zn(2ku+oX43QX6RWiBGBOO%PcW9E8&3>}Kt~GrM|om2(qEv>jP&Hu<TCMpkcJw5ocr
z;lPLQ?}+G4b9$7!C<T>V;CCiR;}n6V1+H=!EoH~%k`Lpv3Jj>PH>%)y+_*_jg+By0
zI=5f34YQpKWe5A$KlNAH|Ni^^pQBLw@xQ|ycIUJ4x%kIto3ophI*z*`W?t9evvI@9
z;ddYyhKrCV1~Tmeej|7|w1%tq!FhA@tqT1-W)9JY;FfPXOd9?$3LfV;1CLxBGywNW
zbRQi-zz5UP!R}ub1m85gH}Q2@VDR$UZ|0o`SFHY=)%LJa>KBbH`1O%&a_7wROhfxU
zyuMai{odnodwJ6p<!8hL$_obl<n@w{*jSSi;{6fU{~7uvbf7bDG?kdZHrb$s+0MIz
zk!}?@%=ly6(`qr7Z9y$TUEDb==%%+7i`PLZ%?<cuCG`h~Qu1qREOMs#l3EN@>40mE
zKgLg5JVVHJ#+h|fLg;=_E`r&ZV}0<?@2ckcYDYUIg{|vLvZ>2D1=nKuqLcvI8%z@*
zC@jd!mEUxwN|j#?T13LPEw#B~P|k~*!p8sFHE#=>%eB0mdIK9K9IX{~)9dhkh8yEg
zj6S*%^g_<-6O;z;qyGykdVuivw=Em_)8irxpl<ox$5Y~QC3yRU=P@Q8M4jYKaJ<A#
z9KcN+#!XO?d;VGuj*C+8Km)9F5i&4h3~qaJ$nB3$P8XReeUwn__3{EHCTqt!DX61|
zj7GL<IS3x;%><S8Q-`Oz@J$&8Js63(_`&mxf*u~*Hm<Dwu{-pFA#Bcx-(Wr&CSHC4
zXm=y^*h>&jJu31cxOmCMdgq_tL)S`Xge*9C^Gr7XrYbML*q&OIscAoZ_)O)tD7&_=
zVGg#~*)Sri6mo6j+b=?JaP;G9@jI553D@cz){5H)m^0OI6&&HrC+2TjXwx_be+=ho
zDT9Lo<czPJ75hQfjsfH9FCi2m7-$C@=-r{=%}KnaO0M9WM_P>m9_CDMm9*!9Gd+U!
z!6^B<|HpT^WXqC*P_$p8xFg6F{t(CWx;g)L2?r44zN%K{ULq2Re1gr!VEGx-GqL<^
z>iJD=Uio{h?ZKzBKSuLCf06?^Vguyypjz3z>oXn}8)Y&JjKg|A)nL$V0-fuRQ|Qub
z{$6)|q9;VjCM(q<kZ*tUDNY-%vMpmyy_rr<lo=`f9)Kqsh&yvd{?%mdM&bxN`I$XZ
z!y)7$XHP8Ba{rtTe*bAXdfu8(_Dh=0W=6sdqb348J|g(NzEDBWMTaiGc3Pjyu`3lD
zA$!<*Ps<**?3)kToA{jd$*C{UEOKOMwVPFyDeuiEVn=q(2Q@(BV?OB}w^>lNJ<4WD
zulTFndeXEr=#SKR^yeF&oCBPtxwudY@ocEKZ_>8J(Yp!X>Rr=jeaLM7omCyd`uaC8
z7ELkkXLQr7k*O>+6k7WKkO`u_LboORa(}hiy0KySlD2Lvm}-*7ym^#Gv&3XP;0-j5
zvwN2&7yXL};kfXD7FFttFPP5<552K~e))zFe9B+tK}VVp{z2@g$kypC=JKr_Rt?Uq
z-o027&_u&~RIi%NnxB_dwj8RC_{9<h)4HmqVPLA3O{a7E%dr6FBgy_aB@j1N*sydT
z<Ee#@*&|NBCa7>Gi!0;sjOhx`tq-tMRvqFCahP~G3J^9+_z1D9+9&h#in`??Z9)25
zbxU!!JQ(C9ZemJb#n#aIrEKn$zH0O8$zvkV_VNU+Q(N}FH+OhnqJ+^8!hj8SO#>%a
zlosW$a^oY7woaY2{}Yrpy?t)l;mVzUmFfu_A=oFEa|jW6*uK^^*~c}1p!V@^@$S(S
z+b1Q*JHOWvUYl0Dhos9)>mHhT4VxQf+q#G2GJK2AnqI_V$(n3EsQGq$YQ6~T591;R
zGOfBBY_$)|q&aWun6aT{7}X_3@yuEX=`K#0{!Rzo>ra;7n$a&DmMht$vHj?YrVAto
zvktFdoJEv%8J7$6J~nCgDVkwjQL!eB(dU7`=b&<d_&RabAJ#5)Vv=EWshc`3f5DAa
zGT>KvU|p)wCM~r=3$kj`dc1Zv-MaZ9S1nwS2onbiw42yf{ZUbdXV|xj0h=YXRz)1>
z8$SR?1>3$s$!mLY)SG9lx7Fe@@K^P<be*wZp{wlyIO#|JPQ-wCYZJnSVcyUvlBUhJ
zt(p%QaB<?E<LB^uUA|)zbu+>g;Ts4y1xpFnq!xh(9N5U1l21tbLTT#cTP6x!_<Cw0
z#a5w)RViXYCfGQChMnnNn23}xY5FT#IJLTKUrIUN(uUsM5#UulV!lb(Z$5ZYW+eQ@
zTAN;^vT|^+=?b>9)~97teA(A1!SMT9o+u={Y?|yU{`}LQ$1Bzphb7+mQ^?Zhwl>l5
zy{(>7Azb<?HNvOnfB!1aH?H9R6f_9BS*T)b>w5I|h;|E_AY7Am=m+Uu#TTvWeTN>R
zS|8VHjbp)?-6sYC>b_4zD^fk0Xh94c3tw7LBnR$ImaCVPgg1ynp~w{icwKU{ICP!d
zB{=y+M}Hc^xnep^-22Vzl5hB23?njIbftkcc%~uqG~7nR6EMQSFtxD|Squ!C%)g3+
z+&;SsPY?eCz1zll9*$tG*?bHShkuFB->Y%zidvKut*YnB4JWr?063b0?{#w<xo0XX
zxo1qXmh^`7BTV7Oi|xf2cf^8?quMp~2lG{j$(RAaLK-J7h_|mwMApUzwfC!g%k@3R
zVU%%~Y_7Zc7d5o;!AaL5_r_P(SE}T~BZp)u7ijD&3JhG?j?o}Xl!-M_>ef`&g*lZT
z;S~*0FBKlalM7PC)eFYsipr^~f|N>}@T^`>^b}R}OXu*{Ui5Lg42LcutJg@(rP*|d
zyj&WR5%O}PnrXyVI&G(_PR+2auYU6_pY>fVZ)uY?wF{PT_)E_2-UB=$+vP@GwEJ8&
zU36ip!KvNHtjBrXNHHq(GBobI6BmxkB+z>%o3w_W>Ycv^*+4Z|2(qAuO?0JsB<X$p
z&~;giDFQ51%&S$&Cc34n$)_ltgko#rQPbz1K?1s%&pA^)jx|v|eF$5mt2S~?&NRBo
zwlv(Oy=KP5#N`!T7zL86YGc&<nPIT0HZHcarLnRXzI%a!Da4BZCTkqhf4n8WO8ZfR
zQ!sNRJQciP{y?!8y6Sm-u6n+)VtL1xP*ad72`Jq*Hm&qTwo&zXC$O2&2_R9u#S7Z4
zv|Syn6)LfJHiy+N%t7!*=u-Nlx@S+msu+Ea^nxaNB(-WIM0g{c2Ir5c+HGz8IsYY|
z0*Gwi%*I#5e0*GzzLx(}+!)7pa!0tPxP#`mWnO9sHWO|-Z)}q1vPmijzD@RaNzOEE
zpN6}3EQ!OyV5z#BmYXYTYWBpy<Bx9{pMGR9Ou3q%!nRd8j0ja`M3ztM|08eQ^f2>j
z=bvL0vcbktvz0RgBO>s5gvUK3*uTnfh4cu&Ku_0g7^SFV#uOefUHZsP1n)}&dZ>`?
zRc_YY9`2Bq@oiI8cpQ?kSR*YXw#$Lo1j$eQChYhQj$4Tnlw>FC^NB0SwqN{SUr-iL
z-Ze!qu)jpR%-2CcPv3#k25!({Mss~A^2}c`AVzK5{Nze-_`S}eZCPE{7iFrvY;NXL
z2HS%ig^h<`#^E^jGV78zJ|DHIUXW{BvyqW)-$>QQ&`%8%zipU3YhBrI?Xt#(LNAxi
zhC-{_w`}ed4EB%iiRMhG2kCKmKHiG8minC5ydP0TEp;b<{s}$?<OXW5UJcYyteV>2
zPBD|3cRgkj#x$4ipJbAQSp*D&x(6sM8c5>aYwTs_d`ScSVPXpv$un)B&a(bJO^X~$
zA0Wn?jn*<qnrVc@G36r?72DZzw_%#JX8>A(9j^E#ed;ZE#d>ekD=sNi?>^+*>GhWK
z#^C9-a2O8Gs%Acfqd^eG?Cpb@gmKNKG0eH5CDrrTw2-sHhy^!#&E1?EmHwciMG4+i
z?F%xXRvt!<YYPGAEmOk`87Cjrl3z9z`gM?Z2K_;woy<CCCw{M^)!Wog7ucUq@<)FV
zo*oRnAVF%c*^9?=A*GIp!;G|<e5b&KA1}at9S-yC&|zmbx^19*>N-&UYSHd)9&{<X
z&&hUN3?sQ8`!VUBkE{0D?AYGJDRHLR(EJ`@LzOa|&TJ=;fh|ink8JyNn`zPA_nt4K
zBg5LG-blXoRcu*L_X!8tV)KHu)crm@cNh&96~)8fx2YokJ{DJyz4zG@*fl$v_lGAE
zWZ1nNp9Zu+ra&*(_*8-y!o?Gj=T5UxF?`A%6~XPy6PxV5H2Q<=Wf@D|NUFR&JIle%
z+Be8AJTz~SHa}?6*x4GNW=PSh3UR#RK4RoTJ{d7$=~{=RwAzQzT{(L@HJ+4)_Tr+O
zG07<uBuCFtn;UGHa!&DFX~ZrnhgM5LwhxjD)p|eEdFG)Xfp#W{Vbf3mSU{)0d~(IT
zds-U}A#c(RQD9C8GA9^^6B^uS|0f)ThW#(HD<g&=^vD|;_DcVJ2<^PH$46*FI9%f3
z;V3|yX`(Yn0va~rG<!XJopU4(3_XFdT>mN^EXi)~E$3h;iZ6-@!Ay=BL4~Kszv>CX
z<Z&2A#KdAoSSueqk!j)+8P^}zw9YLoJdU9DbH)~W+;zA=vSt^;WDPVf@DM)N*=;(y
z@cEZK)|vd8u->xGn>*#R$7RXPW?Rb~X8UrSJpZ=3Q-%N|_@!yIM_OvuiaBi4c_l*H
zYii{ex91P3e((SCT`p&mtT+_jUn|Oj`XYD;u;*^mf$@Hj&XEw=J+tY`zab<6dXnpJ
zgtt_0T}(<ts}jVBrhdDLFs&is(d;1JKroL?$#LeMUL9Q1<@Pk#2Jl&d@v0$+iUesr
z@eFP#QSRi2;N;Flvtp7(r$-~7v631_2K{nLrh$tKE;uYYU>$cL=S8ew^a{D!E@E=~
z(xRYZ7aE&mk4Too_Sj<(la#U+_)T&VlL$tr@xTjd;zo0QznIM{U({eXX{=;L%O=G{
z#XN(&1AR=&GEaHfTkLgv(1&%{bv@efUOY3t)>i4q)2JlXMyk5N*^NKOEsHAN*1uo8
zT~nzeHnhNR8mwnoGRoPgER%$itLtdED^DwXJqJo4;v#Ss6U7X)ni0a0QXly_rP;Nh
zz;Egojgl?uzfs}$+Pv<7onB%&`C`*d1_dDpIJ*P7>~9X)!P*7vub<N)96QiYxNPqy
z20Gn1e!mCOAwGktWbx?~5R<IR9iC$;X!t#vO@obFO~28k5aZp%)A;LhYDTufoolV!
zI=lOpg2=gsfp#aZVQN&QYnbk&wtKphn(;xjc;2;j^Xc@)Vjn>#{oWhRaeTW<-oJiZ
z62(^VRV$)xHV4{SK$1=K@$1GtZLX&v&C?whBXReiueUPLzt=`CFSFd`XYZHXy&e8u
zSI6Fziloa5o2$PNZAPQW%?(MIf`SkshiOKo6Y&&mZu>2^n4qWpp(HHo%s(`!dz)^X
zd#dV6?c8F&yR><V@D$`1YY7seCOdmk-h%pdy#kL;eDBZlE~f4Xtt5(9IFSY8<t99e
zyVsGjvcW5B4-wS9eCP@ur%&FrPQQH!EyUrHMTM%o{aXKD+sV{5${%+4k=ElO2&*@@
z+@d>wuj55G^|-3_AQPA$sOT5|WS_m+nbsSz4U*h2uB(^bv`)i#2=929=H+ht^Uu8>
z+;haQ!U9NmPomgVkB#LXE;mQC>X$Wzl2Scs;1Er&_XtQ)VPQ?>@bj1LS=_~1>o>KQ
zRd<il)zGDSxmeM(>m@huHU!js313P}J4bX3N_?tnJ3D*ODOAA-!342-zIlEc=L+Vz
zl4upo8lNC8wBG~jt)?^i6Z%PFt9wIZkJeLLp;F~HcQ6}U)TRw9m)<p)IkivPz}q89
zT)T>$=u<ntyXv8HC=J$DQU(8bC%J(I5pOj7S?mGRTe`lZUy}MExB4NsdNS3|dGt^3
z9ED<8fvL1zCP=nmu|qQz98>_yyEU|5o3A#-S=i$z)(89_G#a&9D>5OgKaVA(JqNsB
zY`z-&UZ96mY6kl}3KI0MZPi=a+;uCal1=*tjj(2kPT5+3WobO&i%&`Ww*GTgZJ5Ju
zOI8bW+r1xLaNyx=-fs7B@ib)v!Y1srP%u(EcP7N$;7bfR8+V8)2^RY_n%Idit0f)#
zQb9A$u**#JG;V!yzE-H^ZGZB<yd|0UfcO&@7Ih${ZqORd*RD(_F<V>37sI}y&Z1jk
z?0|-_u$Rm)qCRm?r?Y2BGzw2AP$d2>xwXtTs$Fci8Z-<vDu?|so9!WWJcH<_^<?P3
z{lPS(AVwM!7?||Sj)$}_l{!`>Lo3|cCEI6%)2PTCifiWMiQlW}>jZVl#OEQ$wRXIa
zIU!_C_|(Mu@Hg_G(&A@_wIfIJaIZH}@Oc{2gJ4LRdG%@eOZvuh86Cb6Jn(I?Ko2GR
zC%&46|NqA+{$_gC`uVHYJBjTF_WS~5$XME<FEAGcF>jH>A$x?E(5nOvP>M59UB{ue
z1kK$u9O;vN?s2(V0QUCx65AwU80A=xQj2_reh0FZCmbDLG7-0#Ic_qzAl?@4`91NL
z5><zrENrduL`r;+QkZ&5q=74Ctej#_(q_{8;^P3t;%u*rulH0ykcu}}XREYRUz}Ww
z-+8jU74lSG9${^Ir!z|6O1rn`LU8)s8w=pbC-BwvRc5DGC6vSraoQ+xYyM;^nOLJ-
z58VuUcKPo&%C+3@ZUDWF(i?q`(&N2nYF}&sLI)EgqPIE$t@uv#Xg<jletG)O#L<og
zw=BBMEV`83eud&EnGtHkj4vxnyR9hgwu0PJJ4rJ_G|h;Hl8XDxbXg%jchU^@$%$Xd
z*F5kFrYe1HqS30yNc%kx2!bj^b+~$rDVz!_8b_aD2zK1+U1Y<7_orw0sp_8hJoE2g
z=9xUTeEwo(@Y67xOvuKhaxBIPU#!;2Zy&4|jA#?9<;-geu&U3zvx&<wGU&oNb)D9{
zS$M_kG{j3>sr|Tyw|X6p%;RwM<Q;S1HB!CB0;(d#DW<&zeor~YqkvZ)Oe@L>&Cfsg
zcJR0&xxmxIFN)vtXr}B*hP>_wH2U?Mq}A_r#0OVNv!CR=`fV`Hem#n+bD7yL>WXvx
zshixISz1bXLl|P-Fqfuf;KvMUEei_1mWzI*WCK>QG1ny(^t;M70TvWK<<ipb5HnXc
zCn<LcR6Zw~wS(tW8=e*iK7^-n_Uk&5s7O-yD-Tr3*iZgmr#3;@!jKS!^YjQd`>=Zu
z=++&=M~DM028IFM&x-e-4Wq34$M^Q;=`Ofk+p9l1#Z^Cny6Ps8Of5p-U)x(E|7~D=
ztVHhBhsD)O_S#uI!3RrDA&2jE#L%Xe%q%I|RQH3*8Bg}49J1k@NvY=4Iu?>=+}4vS
z>&Mo|W%lE>7W?;l&%vr36-4P=^#;Z@tR55Z>Q---a&}K^^(be0WYX$^Hw`O>7Zcq)
zJkM=Q5=rBy#$Nxo=pyMIuKielbD`er@};_;LcQtaT&0>^WJoHRALE`ji`S5rfmV~l
zYVn*%t1ysS(}v}7(R*zc2GID44^5HMl&rRErA(K>^)Ms$^F-|~@`vO5I{*Lvk#3}U
z3s?+#Zm2L(r9;K1!6m1G&GmZc;84xL(CGHBE%05HXN5hk&2VI;k)cQK(yc|ii)2;(
zy`B-cr-O^S39>h{s-t48jy)Ln8s<9k$9PE+6!^XT>Lb6_COn$f71Z6k)iX%0hRr3t
zSgw07W}*O13<~)0u|%L>7F%stl?-EYYeVrYcnZ#1)(3pfdg2=EZE$vZ^-7gq?42fC
zN5x{YZ3a|+QHW<FPr13ydq2zkKI8d#8>;jaCsj4!k$w!pWE7Gn9O}jBr(Dh{gfq*l
zK_~+bWlJh~m`mB03LO?cl8HtHqw#RLVU)lD6W4N%BpB|BK6fHCHO`)(T^8%R#IOL&
zZ8*Zr>-`~QerJ!pBZ-P~!>pWJ=7v9B8J#@I9!8u?^Gu06p#A>O871@wRBLGLKTo3K
zokE4#?_DeRy5y8{n8zyKTbQB6>#!Xnnr(5}BcC|BZ<N)&-17t^(erA0*mOEANe!?H
ze!R-!l~Rw}ggq@^DTpRLUKx3u=dRb52QJJOZ{(Z8;y&@_9(bGGarbp>I_>g?lKrr=
z=X4+M;(=$o1#yP{+KHz>NF!7Gs@Q*Tn%UnEU&~a~{XAwwKlZEI=2?aovxVj6<~hoa
z-aJBQ<F`+K>diG<QGeG(;>T5Jr&B+K=XCbx3_(0>-VTn}RY;@ZrsJF{x!@^1E|j53
zHy4jT?ZytF!EpA1xOwG<;o1+Lxyo-YU#ep^Xnn_P1}Q(Mf7pEWb+I|HmMr-7V9;jd
zd~Bj0??#b=`jf7?<px^mT+IPohI3p7JNFK-8}BZ3o%Gt4`{_106jt^MZHDie)Xfsn
zWmGctJl1Z0a&>8Jj=6jMp1>n8?nt87^f_|6dMo5Sl38#bW2K3EFfD@fbaoG$?a77B
zjqjHK@?9=j52Y#;?$;<Xf-K*9#`AYGftvjl_69Mjb$j_D2N976UPSX2bs7(D{SxTm
zcU>m<r-H?{5y&v;8He;Z5G4=Wql{=$gPVqU9_#(aRBrKy2MC`^1==)5+_>Q#x?dY2
z<Y=-J2vl>by0My5)y0(q!a$4^cM|llZKZH|x1gxF-*6w<thZ0cioS8C$-dPC)qNbV
zyJ|P9_;nRHjV58!U_%|Z5$W<vevjyxj9llsO7m@Uh)mI(@V01RvRG8(Nq#%dJbHeQ
z+lX9lD@u!=Id+Vjs~TpRAy|<Y_bqXx-8}dqF^9}nADj4g=eglbfAz5xIYsTph9oBq
z>n0||ryVjA4#RfpHH$8BaP~P!D3wDC*;K3-&5KEpUfVolsMZ<c8teIzpN#ZMvJ|^R
zc~c&T1{`A>59SK$8J1VL&j_&!F6YVAVF#Shoc!iRbw>kZk+HcUAyjdIQ;#qTKULnA
z^Gj+%YT2yeJEcs0e#P0NADn|Ipi!ef5$ekn{i$eH#7I^v-tFR8QPEW|nVM=v+$^00
z4|RPc#*e&Ee5s?Yu7Ccy<-to4>AbRE4;yEQ%XCx=V#jIX+l(`mHx@O_*pBOz7Km1o
z-AY$XtD<~Z|3C6%^-0m}1#fZ4SRCkT(Z0(aU62GOUT8rI(V?$Z|0&-kM6a@Zm=Wpf
ziooCNQ#z3i*rY6lvMdn(R5E*zB;1xklq(NTGTE!`<rH_^>%HAv{VW?8xcfCbsqs*q
zE_YJ(FY~azHMOl4cRFT>?q!kgW}UqQTMK%4J8plxys36o)(CF)ZuIj{Sf-{Z9vJiD
zrt0ICsj_CiOdAr=t#2N&xi|Lp@gBeE(gP30X1C4tb$Z{8oE(r;3Wgmi6IjhLw;TH@
zoyA|>`g`>kXDIhqM?QAD8lsKT4V?oNIiPnob}L*Jt!VFZ<1HT5UEHv9XY;?5>N0oy
z1=VU~4YPpIYUW81E!ItFHQLLiMJozx6|vq8!H+mullmsJ-}Ja|idY&Bm#qU(;f(o!
zT1Zyd57UN>E3p&g&<uY5Q@o6uXY6^d?E<?oeMCb`oE=Mg*LbRg!cXC3uXJ}g`LU>5
zdSjd0IEUC+Pos5cr-?x52aW9jM-?297kq1_{YQSGeg#ga-_H~AGIWwVgxYV+>U~t9
z-Q3G{+?;*A<$=)CHpWR*iDpOSz&u~4huDj(6evlX+ey_z3epx5ENwd?OK*dUmpUk7
z`{9bML_u-6C^eH6)%|WjHb1cfY;Nu5&?n?}3b6l1<tJJp-``DqhyEjT)C>D!Tj?M-
zr1iTAozaj*-J)jRpl~|P2~Dl|u);0cLw}B<M?7#bP4<nZs<Le~oH-NvX$!*DuZYtb
zr3<?{RRqvo@MVuiaFBB&F@a4TO+F^RG1)#+pd(i>GJnnp^@jy(^Yk+db*y%UYAb&#
znTvh7Nq_Pewo{=EnTj*)L>9?OQs-19Kq<*nM=_<Mq=~|*!6VKO&tQuilG=B%#3xv&
z;!|<^CIC`S(pamr@LeZNI8(1msVH6W6n?5)<;7xGy_IiP`HN>$ZI43N-?I>)xIwT%
zkQPERyABc6eo*$Dw0<Z(?Lr!4Sa6yKYqLUyrHfjtZTUHy_(7aoyLms;Bt0+hNgx}D
z-VW>S5|bwWposjvuJI|<%DGk7g#by~F@zYv=ws4VGmU9-qFrRSLwhyhY+P3i67J;=
zapw2VGIAzuSCmSmVtWsN1lVg7e-wu@PQf_G%(Xei_qDkUdwc@=J|Fm_;E`{a-Y7Fu
z!tmCyXF-ayE+rN3j3AnZt+ter@}$^{C`KKt*NFp-)$6@HV-Y<}Ka+R4QPqRW%Ij$6
zv(4y0<utwxC6ivBD*00zs+VTiw4w>=uJfBuS>M3^L9Xa|(0vZPJ>j-aDHpD&xbk=o
zNj*QLbCEMMeBcUQOM3>(@V0I#UDwOa`UI7Qx+i?0W~yZCX%C~|(}`f$yc<YjAdr2#
z!UJ_Pez~nLF0Vj!L@IFS5(C4L7aoxxB83Ce4wf9@x}rNK9yBYSa2coK3G2n8Zajls
zN!Q<}7K-L!)lfrVST}Is7(vcqM|+y8cSVZ^Qd^P)$xZBV-+D3Dox}NhFE?N7+sFxR
zIUJQEq92b#pvPf*2Vu@>kLDmDul@KmUp{Uqx^70XAapL}9J1Jb%AbdNQQhQxE8=-E
zxI`|_LTr8{l^A8!YGBcs*$QOnNvOgZ<J7M>rXJ^o!3Qj~yvq=pr^^szLC{3!!rG__
zulKTVvFv3tVEB#G$!F)}n??yv+?-qRldb0nb~|JS&8B+dfQme5*0e4VL9=<p<V3cf
z*;!j%A$HK}DC%O*T-QL>U*-yqEtIyIXXx+h!-IU;8M-BYcQA!XLxefeh$ei=EqZ9u
zp|(VOy1faWEs9?(hZHKDg#^x21<h%l39YV%`hsq16X#LskvGi}>c`^X!I{$6Ise@9
z7gy+RHlPMo`bd_xhro|wc1g}NQ#0}^aG{nz`LJLp^y6Uaz$7bFhK;gL9Nz-di^T>^
z)Tou=8o$18`K+N8zlS%LFVmFu#bR1Uc&g$5>S~U4eRCS;*a;aF9!aXfd^aDo9_G7*
z2=z-Kv)2eLhh0d8XqJRhv(_l69_aXxlCdh(?L&yBVtvX-xrUaf&V|SdJiX@;8s73u
zya{i4<}z2nHFKIXbY4*ZTFY|?A!}?QdUPRP_BvlW?)*o7^6fjWc;){g&h0hRPRYl7
zOw{Ct4GUyk)9*&@cNJ64w6{{QN47Az)M_b%LlHI`y1NmgS0<Rlo)Y)$_FkRmB`@uF
zxD^aaYNKGoB@GD!@LI-^3dn=-Pi1T9=!J{7+Curord+4a_3{>7xEp>H>x#l<96c2U
zMt6}<3tlAW2IXULv6$=;M&XzJx;z-6VG88aK;4xIZrH{`J|gKbcOA#4Adalbh71RP
ztHl#W-1G~BW5^9QJTJ^s!JZ7aa6H<%TtCbj)6F`KrZCWwNSuT4Ve(acSyoWQ8K_zO
zB!s7nJEPMx#)WUvV6AU<?^t5O-~?5zYCaM4bX5}D7L`&BBdhKzjb_+%Uupj05zln^
zUawZ@+u50_Dmz*6gRjb`UBkL!Vw7bb7w=~@J20Jw#f;r~Ts$Ay9be+46N^0pZ6Le(
zu9r4t)8QN)n~>6ZSW;sqI!sq(yKnB5Fnk6s{=HE4=-6aev=#RUDO;1qM|rKVQAdAz
z7;W&8UvRu#d1n)fjXRrAC%58HMH6|;^r?PsT6i1~{6u|3*Pd=e8Mh6*Nip?olcQ$%
zwX>5ozr~FsUaNRC8+iSI_-0Hku69#tk<ti{rVkBOKg>`M91}WnvNPA+8Q=2G>PU9j
z^zpC<$Qy9o>Y8qDCGjE|DBYY&JG;IC-<F+kFuPuH(ky_h$<J^r>}H*6w6b~h${E@@
zoWBT_icWETw5HtYa5Imp*|TSRxyYV-IemSe;>$M1Tisu;aJ~5*6I0K2+j#U`c1=M#
zqGYEHby$)*dekS4-DAaU)Yu=Y=!V=}%OMzKY!)0%FrlH%3fNC1x5*qV-fL(XJ&@b5
zRDmmQ^G^4Bz1-L@@nKFy&TbtM#htsA8d7&d{#2H(!XlsB6UbitVce}LcC(sQXy;Ru
zg!;*(n>?mPHFLMcd}~&txs{q1(O-~&y_a>!+J?huIH<|Oy=Am~frmc_A!ZCYxR63a
zASKvron=EuVr|<-YZh%8?V|WhzCHcmrZrxt+p5q17_XA$xRE1z@2|iSm~gjiuY!+b
z%{YQLTa1{)$OleKl;r@au@*b@_kOw5f^N2DGNOTpTq-LwD>F-rwwi3}7FNa}Ye9%k
zv7SLnDxlOV6`|11r>O4Tj*u-QuSr8te5r$!1O<54;CwlSJ+!S-c%NHDOGh;-9m^I~
zRgD73;R5g3M|A^ki{&sH62@xhW6eV~JJz<$+@aQW))Z=()a)>XZR@(49YLr52KVfv
zx)HyyuGWL%bY0&fEP`%`Vi?=B_cc2-;=biWVd~HZI#S;#9t<=)U-_CL4J*G~I4a#!
zJ=$S6LZ0k*m~zxRIf`=C0OI6h1k>Cq2a_?$8U~)%bvlY!@}A%z5MKefmdO19h_jRt
z=`AutTD?sI$JDutB#&w;au9hLlFj1kW=7%g576waQg*Hr0C5C9jf#_;w5BP`Ijx&_
zQQ|*f(_QC+)B|yAN15}XVvR{xB{6Zf?y2EMCg258e{n;XJs$=r{m;3Rv>hprAZM|$
zguUXzszP~T88z9Qb|x9|PThg2&dL{<w{M2L>6#>|>?(Dm`q64f7iORknxc-xsE)}O
zc9<%fT5-(d;jf1u?+<^xzYmk0?jH}-ad9Ix_{VFcJTr;4pzkMR{B-|xFiih^em>w5
z>5$#`=fkh_F)lb5>ui?4-`^c*qrp!OLmr%X{|Z9j0`dNzha;}3p~QiRFUI7|EV1$U
zJSzBgwq~*DT)M*j5A-QseR9`a?wZSAbNOqoaLpBVTy)usc{(DY){s`Q^X}n!Ia1Y}
zk9dkt%v|tZESx#t0ew}DZ8=6GoER)@=UkEe;N-Pl)VJb27o_la^s$CjRr(i<vk*7`
zmohtU9Z8cUX)tAA;N+yBSE^x|MwyV2(oS;*0gj#mOgUp9_aAub=LO{?&7YQI!Y0oP
z9lZG+R>zfQp8oxr?MU;q6!OMjV8%d)ltq)9pMc}3K*6_am}axZ0kcRVQ*+GXe3J>X
z`kVQ;-?2lCEc2U%MSr?K*oporxv>*EIKlCe$^1*jz)hdt;pCW;vk@W31e8<Ac*g8v
z6j7Po0;XS_&nLdeD3E)MuTU>Fg!};XhQuIpxmO|S>a31m&wZ_^GZ%0yjTOj;rlq2!
zf&ysiDkWC!?58?`D)B;Xkn3c?;F`;2Z4iI2<ZpV-m?7Bfui)~6XnsJ@ak}S6U`otK
zO|l7Lr7Vj_C457C;pBPx^KwLo@J+*O;5<*r5=+_o`(g_vg%6Y>3A5Gw@V1Aw+Ew>P
zIa5Q!?=3Qns{3h<N+a@a2#%NTrgGB0SRudm;0W%)QC5wBYU#+kAwFtBm1N__J$yGj
zG|Pk+O1HH^qhoD7k*~<7a3-RI^e+?@7wOmHMEBS%9FZdvzfHd_Xe)O9ND#8md@#%W
zcENz_=IL8iMkg2J0@an^=N22B92cp8Ts%2i1_fveh3^?p1H?3AEV+$AVubxDIv=7f
zG)F4l7^g-jlvPiEXSWNaS;RP%BgmtxDj|gM=@N<%Ffl>#c2ENqi|MMU0$${N_y_a)
zQolTPT|w?_ZLI;*-C#7+xw?yO+`g%{sCyd5dX4{93K_>$ghtZ>(q#%66g*8KgTlxu
z^!lTQ8*PLpD>{=HLFThO-YNA@(~leHL#D(*K73pPH3O7$>t>`Bmd=e^b-Z6zI_iH|
zFx{gd{Pg;7ld64K;EKShRluQNzb<*zgrlzy3)0xlUlufwh#ZfkTGxG6Yd_Z}Vsq;v
za4~IK-pI8p{y3JQ)xFwRa7Zw}^zNAH_C(VBVle@Dia!ly;!qxbY}DRp;C1PZAKt@(
zROddun=A?%-tuCp5MH!7^hRr<bUD^gYpzMDcDlC<wYi4{(>u0L-SlDlx)h*i{*`YZ
z7FuQF-zhWmbSG@`@f*TI7GTICqLs&+g$hG*feJ)$-uEZ}UCaw`TXbn?%fs$#9h#<}
zQ8jS)nBRZ>L~fw!A)Ck7INKr~x%Nd~v$~?`49yD<UmjG!*XJ)Ewkc0{1SwZ7ZxSm7
z?9$67u|KBjc+j^1FRX2{7{b0AATVv9yjaf{HHWf_18I5k)&ZhKL%DJBBvFT{o4ErG
z-*)wM>Mg1)az}-4*Gv*d?xskqiztuW<Xi|Vx!?vjkkQRLZRH#7NZiRfB=P@Hjlkbj
z?J!W<G|GB9N}Z0reW^MO<Pt7a>&oPj99BB07tg_+ByAF^>ws~2C4|;0y2o`;(&33U
zDclY)hRUZv0<P-lz)<%QNFm^A-JuayJT$htf}(Q^9>eXRwkd9D!HNdt5_b{$vWEKQ
zX_pDxp)J*69*k71d)WHkJ<S?hi@*S}R%8EuPIg;s;4DgMk?^4yo>Dc=VPLsPETMAJ
zR%*>FAxX}5+Fnvp_Lg4B*cbI`!ZyjCu0rN~9rcEhDk*ho(_;(FN+eC^LHT3%7a#d5
zd*p#aPXh;<$xjq|j9$L;%MLp~sAbQOVLO%E0=O_Zw-ZPl=$ir{ryV~MC4}2M0D0Xl
zK(mIsZ4r^nUVyHPw=MF{o%Z~gnoYRPFBA4Ckmv$?TL9#Bw`Y%O!@HY%Ch~rPwP+f=
z$iC9lwe#t%tiVY7a#q}mvI<;B`Bv0a;5urzf*=CdLAd2p<-hjn4Ie50g^wN&{~D`1
z^@>1Qb)@E5*sZ_(FwyMlY)n+6d`=;gA=zP=9cxv#RArx<TLo{OZcb^0mt;%1PzyLv
zl;$F&Sc|=CPQ;pdFCBRXhzGG|KEc`4#sFrw$EmUl%&LnzMWN|`K$N9jHL7sht6InX
zDP*&DxFl9ay4=a~d(?MQyVBi3;KtC3*jg0RkO6W?irF`gn=w!+jHs$xQ(vLiI`Jsu
zjj;)RoenR_P)LZ1O!nlxriu}%j?kfyL<5Eh!VF@S3`MbL;)&Wzl$d*IHc__5h}3cl
z3)~pmG%nNdC4HR;kg7ldtcn<rUg_Y1H^yt@buwmTz9AB_L3KhBFqP_*t!rvdQ`}5y
zm`u7@#tkOnyyr5QMCU&YiYmUO2N{wbIhPRSY1airy8Wrajp6D#bC56xK0H9|LYlxy
zGDtw!7aL=@vodgR8S&b^j^=4Z8BJY4w)yqUtu>_~FQgIo4JSEl1CA|G0FvZX42%SL
z&KlepoW#fnl`Lt95$L7tv7R?MP?D|kCbh!TJ_u<@=m-G$mW;IODqgM0>5ceRxV@>V
zNt%Fkkux*u`IY5?)x5x*s~kcI49KeFDy7X-$<WJ>x7;uqyk_1N=Z-zCWM$`4QmZOP
zwD4MMvs5-<*9xQHJeDlKN}6y*A=Gx^f{}%EOMz9kngm!HCu>usE;z0@TuVt#3zDH?
zzcIFBZwbD(2*pkkTb)zkC0SY#Q0+bp)KAiix@PiJ@RAh`#V|CCz`5TWMwP8rTpHOh
zh2%<gN<&C=B55HBu{KlYj$Hp#Q3a-`WFBk?C$VT%EgHC>Fb~10DD8<w)>wP?hcuiV
zS~5wwYE-SEESZLiD!h5j2vyZqP5T1e>9^Qj7}pB!%8q7b)-I+e8rZke0HDWRsu$r>
zyILsP4wC@wf6~;Fuf0<W8?YNS0q3FQCSOY|6;Ys}!0OeaH4(W>v}z1!YxCI#>gp8o
zb|W83ARdz<-`a4SG_E329Hk3#k`eN5<PD+f5#F_E3)#A8Am<5AA{-QEk*4Vdh)Xrk
z0WKvep_EvpILVnNNWh1YGYBbi=u)l*(Gt0O>A!53O_naH3Pt-hiX1_%FZ_2rx0~&^
zR?Yr-&H*H{ZZCF-hzN+g@ZtH$pDTlI%FE`#;rCrPoa3#z`l>?SyTeNCuzqo%3W({7
zfwWG{ID0WF9A-n?lFyfJJQ6J3j1uAxk#Qm6lfEn*QgmtZfG+#gnT&Wz=i$Ez2cn}5
zp!HVrm+Jb_%Hp+f%vz<(-X(iiqDKuFWigkfR;qr8BW><c{K$k$w$<Qbt1e+5rpjFG
zn)~&kO=b3ic1iA^x_&Sb-%MaughXaSuuL!<xB|+wJB^hmmL$pg*7E3UqAQhP826K~
zYg*Gj=E%F6Ozcw|O0dkEBdZGjJ-)P8r*&zYV&uYlELEJ(31ocW-4~y1PB1blw^2#X
z_Exd1QVR^8FoLNJT8)HyBEnq0Q(ROJ6DdkmO|od!RcsYoRk_Xj@vLfB_0*$gHH#!v
zHxMI<wGC9Y4iZCzg$8PfP%}APVR+)-<4uPfG^BcK*=d^b-dr8w^Fv1TAFkug`xnCN
zMuV@QOS)*LuEI4@k$=R6<GNd%r;7YV6!|-O61u*JDMmu9Q~NlP7wMq}BXp6176~O^
zV}B@$mTj>uFA7*tX(YO7;qV~4S&fdlRtGMBCBVz-QeAm!vj^bhGxIo2J%Uof97WB9
zGN|cUuIX=jx8s?2^5j!Oc<B+k_#^_A;cEX-cD8iR$T6Ke+K)r1T!#?lm#WX*C2i+0
z&&FfqB`@y8!tE)&UrYZMH{KcP9ZY`i7N75y+;Q@(mF$ngcGrcAIjh7sR=~WfYPS_X
zrskm8`(L%jL#ng}t`gM@3u$ToEN74f{QB}m6;2Y>u5AfrAt6hOyOx}ddS=T@?2-*=
zY=3;Tso>bmrep{Unks=7ZC)0(M2*gg|L=}^p~HX*othM#CC1f3`%+%Ho#V)Z8GTJz
z*;$UY=sm2ii~s_fLIt%Mv^;7dIv95kY?V<hSLZ9ff8n^gSjzsTu1{1WN%MrPSUIw=
zycoAIgAPE=vWfsBCyKK14;QjxW}3wN0}s6zSM!;T&R{=Zu4q4|b@~4!9f}}=RW_9U
zP#!sX26csNpJ%@30O~FfHT3{a{}8LgV*86RWg&}c$S(G5Qgq1#0oMi_{OCG7|37lf
z_=V280~BFr)~9(=zW4-prVJ_@&K?K*yLh1#j^#Nc_6%FpRbCY7CB?fXRmTaR5tZx`
zE=wni@{39kSLHSHjPGH$wlLo>yQu60KPrUHg7=I+(l)YqELOZ~)%E6qO_p?RgGMem
zyIOtLosQv^kEN;}#j#ag&y&sIp{^uD(K$4S6I8b=s7I>QBr-XncR$hI@LOr!EY5w6
z;AV}LOaId3Y<@N7Mb5c#W}p!StGfH#oZMB_O}fiZrpbuwXzp0qjxMLidFqj?i$UY%
zjk9I(zo>hKOBnN!Y0GbKz+QP*wleE5C~axzFgX#TQz7lXwV7c=@OtgZJn~EP%r;CU
zMe^)Yr7+?3osLKleqH9Ls>3%$-bTl8V0Q%2r<F~>rCLn!)bnCBpQ;1WLfc*xDrLao
zoQY84-SUT`^UIz!(!26Kdxl%Oh7Welu2eOpw@UGDU;c8bpN}G$GeL!e_mh{V1j!%O
zG)~kLt&8=H+<Ni2xIYDht+z^i_6I_C9-6XZ2K|xh;jFnf9=fjli#L@m+5OS3Hi0h_
zXl6}+^fCe8XQz|(E*Co##msr2@K_%`OMv$^2<j!%Xnt^zt#V^nP+5oADLb$azOZaw
z&08+&!{T&Y*s$o(KYD0jxM`!T&S2Ioz6I*1DUX7Ri(=uX8WF1OsT)f*MP}l?oa?94
zQwR86N<NH^5I<Yeyv~;O?y$2P%-l;7AK9j%1|zmNl;5_Ysaq|mjJ&_83=Un>oe|te
z);--Hvr(G|5WaUwC#JWb$JSy#OK|z=^pU9yo3~$%a6RVVtxh=cEZ5&#?Se(W=q8qN
zBq^Vj6WvgKK6)EXHED_AwL}@%{sa&8EMSDlq~FDh!@U{8!-t!TcS<)OhQkl{uMDzc
z6eldqH{#jOV-pd1GAr@Ym7lmlm(M+U2`CzxrniNkKr;gp?@*^pA6D6G1M~c1VYQXC
zxL#GP^@(OlCh+0v=2dyjEDtJ-VCVT=Y>oDELkt_o_)9#z6pXT$ta`1i!uK@gq{q|Y
zPs_T3-{YrDpU)CCJrr%V5cTPDjaU4KFT{`@OlYdH&#)-iEHGwNhZ?#f7Kt$KJe(N(
zj6Cr(vde>QW5G+(JoT+lZS(PoGgYy>uURO3)AjDslJ^-(1+NRw_|BTfyNn(7vP@N}
zCO^|_vRt;lbNzmn8Sl%8e~(-7dh`ZVT?<XLw|vyzSOF}2j+*3waVy{@S!5h09PYU!
zm*?)gJRT`eF&^HQ1n5hj(63ifl)5umZ_XZCE#>UtZFz~AH{3uu8;YJl5fm}3P|VU9
z5itO_RIjdxn8RzN{T3B5#Ym~VQZGd?VP?e+ICF4Nw{2Sqlx~J$T4+`FmG<uCirzn#
zjiq@nhmP{l$kumvm^rhhdh)~ZnJYvYsbYZ2twooVgw9^r4yW7T&}e>F{QOmVjyLaH
z8_M+bAB*(ld*|>N>4H04Z$&*cQ-LkZOAz+3bh-nXp2$ut_*q$#U#w-TM+#ncv6{H!
zuhGqwwq41vV#~|ZI<cb1$7E{+Y8m=UqV>b`9eUAVc)ctR4vURfqq4PP_x0m0gx<%m
z7M>nZXZ=9Z9t1pjP|a~r%XhwX4$doEw4%!RB~|>(F*BMCa8=y<F;{i=m#YU!$UmVT
z)Jmp^r#}?67#W3w`^!3@3&jL?^5<PLOz7=x!nkpJSD9I{ZN7O(C;<*zS6ANndl>!T
zp?=-kbTi@XptxHeD&>L03uv`2U-^CL_F0;_b2X^L+b2qocw!Q&FY<?yEA?FmUrkM&
zG&f<40(J_KnVQHy|0K?e!YMno5acAf|2x1Hwr_*0Z*Kw>%<Xx%P%Ro@DRTZjjz<Du
zM7s$}J#G8wxaG_C#G#0C``f%r)f2UO|4Y}N!IH1X5I%>}qIaa$@|_R2b%mxMZtH%y
zwv(O?JMpPr=QCY6uE=k%Hgxa$^>p~jQRMu4oSp~Od!b%kYP#B#pS%_M%UW0dvc10!
z?fW(}UD4*Wm0oT?<maVJ><!dKMA4z+_QhiaAcz)^F=>8~Y@qFfwQUwwO@!!vKW`70
zwC47%(y>Um8%k9#Z`3;MKlvW|_n+E7EVZlH#c>$5b|HEaR$PEDMuT_=b>Yy_+#fZd
z6$_jl9InF|G?L^jt^|^7xmK}vD28Ry5~~Tj9OE@(m>Ar-)RKj$=bbGhVA;ATovT@-
z`$Duhaf6Ez^HBjpfF45dA3};RW`uNWuoVvO<%6|X#ap*LIXq;><SK0XNc@%scy3-&
zaqa5=<i{U!jg9*^uC9PuY+g<Nt84|XdwtX}hW{>Y%oixg0-|tL3kc;^@62z;fY!02
zv2!z~lV04U%xPun%~bO&CW`bAnI}7$TZe{5+aNLd4{_?yX#fFL^N_wytQHcjEyqL0
zrK5BF;V_>=!|H~MpY<|MxF|8p2PZEQcRQ4oB&<ADV{CLPvuvgj^-8w-hO~@URWUHl
z`{SOnmA1XP?syw-MmSD>E!ptszpc8E!~21OKf)n~iRzydEhkK6Un~3}e#90B|EIfL
zk}FwZAUf|=cm)m+6rc5Y>hX){-9Iu@0?OSzyXQg)0YXYi>CPMxH~9)CTfWi~gX~a=
zsmt=hJ}y&>Q+so}EMvOcGTNF4q<h!Y$yjbV_6NnhsLEy3szWh#>Vy-ICV2Q!`SiuJ
zy~j8E_&?{9Cteqbbz|bhL0Y=jw<{|{G*jSn5L9Y>hpDD_J-p~0uau<Mc+~-<_Tn2J
zSHp)<Zx``GpI8_REmARPg@AP3q}w$FDlI<aMCO25^}HHYG>N|(0o~0ZX@@4oJd5j)
z#b|NXcnW^r$l>BID7Z;?9Ym^GgdDdBsb*2p*b^&1L}c>?y~ZF2by*)`>cdCDT=gx~
z=21*9B0M@kDdVQSs_$EaNr#lf4kr&}#LbpWwI{I9>^h$HlS!uOr}+x_;S5?27lf*~
z=&3X~6i4icEG18pjU5pj(E6NCf9&Sz8uzeP;&Yxlzpf`q`Z|`$-@mSLH|3sWwE+jK
zj9DY0KZB_NS?-nGHFfGkM&-Z(gZ$kL1^2}MwG4E@VaRo#E;PH1)pizwcE7wBNVVI=
zi5uPSZ;}&JNpY>sMK-EgU99Nw81P{a=$;~k^K0_cE_@HNk^y)<EQ2tU?%3~18B@XE
zlfML?`fM|pn$f7PC3QyOP-K(Ca_KPM#-cLZLqLnI$#A>2*41nsL(T*CUJNG>GzjO;
z?rYyGurbc@3cB$pUQRbX77~0gJr~w3P*c#3ag#zi*zfV6?y;9oJ$!eUx)zB_0e|tw
z1&O*pII3<pWz(pIy(o22<cgUz4W*+O9jh^FI|Q9ZzBqB(o>+O4G(u3}mLBX?w~;+H
z^r93P)p?DVmrK;?tgA6jA+YybRY?kRMSoQ43$yE@5-A)jKguda;rFQQ7iRE7sruX_
z3ckq}2LWsf>x0kUd{ctwelJS$!FgZ6W+YX&lRx$X*`1lq|98K9{w8Uvvx_IZc5Xgf
z!O&mO+_7R&F6G$pS|geYI&{0e^M3W#D7MdA>#9*P*6RILcZ--fbf9~^!?>Kmo2$6<
z15*8t#ii`R9QQA5x*2tIYt^BPY_U$cD&<C1eaD@10^Ow+`3Y3*k|llUilTD&q2t|2
zW<-|EZ$t|1^GceamwXsW4}y$u=jUxn6qWR#Ed2$f7i5*SgAQJNWBoA<DFdKhpp*eI
z2iCBh32Vubl>{qw-J(J$+7=%;B?Gs0u_phO6s*IP?T0&?bv2Q}4>x<8mh@XZw{%&y
z@{u*Nd_>P++=Lz)j4BGH_z4N6d5)$foipNrR%{pXSR+dOu+SuJoW1&&+jX<|sr5g0
z_UEC^IA5(Y;ltxCUU>N6{l2*W7$5d=lXl>?+%_JcrS8GMaU8N}Jx9gMF>@*CSh`o7
zU<jr%_`H5Vj{tH`o<RoRo>_4vIM5XQfz1ytXjWQA2w2x8%dQCPP@Fqo>x3oY@=?oZ
zc5R+Q4l5BHhHM!yVzqOBbVh(>J0Fjab;^hMYLl9$#Vh$(e!Qq0R@a91ZDH|R=4fnU
z{{b{B%Dyo-n&Z93=os(e*X-_<NV6@9_{Paap|g#z00f;af)kTc+4xF9yo)S%C-cyv
z&c`v+T5)=!cSDPxcClF`1^>85_-uC5ok8lW;%01o`ZAQ=MokDRZBJc<tC1DW#W^U@
zzR5`}0lD~*X@&pdCTmEU_?mz`yQ+MyK`@<}Moj5_vX=nWdXxFoN2^LRfr-_LC-a04
zSpoh?+^o`BNs6AZRb7rk+UOaUH|kh}Gd>5cYy;xa8A_Vd7v~N;qs-6yODEdJT(M10
zSH6ygG7sD4dpvk8ys1@^bRwiB+$jEhCW`^M%aN+lQAsU8pN@J4D_jRb#()M%Vhw^u
z`%~7OER)U`jrJn{l$cyYPr3$fZpma>^$==j-+`~B?Wg))dEB^S_6J^`bl6%Q1^ST2
z^e1%!v7~f}vN2h0K*+O;dcYT_PGxu06bKr92(5ZZQys&lreNr?!NyzQB>BJ#Z9bL<
z=RTY7g5z8h9?pxOj~D#bI!NAC+UsDd7e7UnA&?cVpq(3kP?3BHGzpqXXMye$PuHFl
zS%ilK=E)5l>q8lKK)vKffB3{2l>l~)>}N4~uGPHvTH{qbn~$^bl<;fn017)ow6pc5
z*<$Y3ubL8ru(HDhY2o`fTckiZ7{4<*mN1z0XeUEn^d;Bq9>t~a4+-Y;^0<${ty(<x
zp(<?N5%`H^1#p}Pe-_Ql<~PVSyudB&8t&(|agGOkzx(c!3l;x#aRe1M`s5w@3@TN?
zAl1%8=8xtTj#tPXJi)u&LbLXw-yG%brHGWxwO)K))nV=5Y2~Hg`@KH<ouCFTe2kkY
z8uT<U2<4SB$jm1`we9TkMC5y7YH=f*yAo3tj0<Lbc=X&!L>BptrK3gpi(KQ^;~1%Q
zW79fb@0#5t6^E`<mD3|}a~;gPDAFM1-71wjU4Jbu7WFV{4Tv>r#>m$$7Wy&@7-h);
zi)z-cy#z@=ohq5b0WWs`aEfkq7a4sX4brLK9`%J#S&q9#Op4*LAZY~C&TM>KRo@G_
zQx84y)*`otc(L6gVM&{i6kOUfwq#Icn>bCXw0e&aD_5KeB+_U%HCZjL#q?zlv6c1Z
zxHMj6qR6_$>T!wc4jndM%CTYPi}DLXgg&8PkNO+lp-jpG%znbKOV%R8eUQxlYPoD-
zNnz}B$Hyggm7yW9C5`L2H_+pOrc0f>lz-X<CS4ARxQNYyOoGgpKvEWivOeVRq!Cu5
z(}2{M_|K<fV)JmdFXZTMHs;;G<fPtAZ4u#W&B*GD@c3e~8acPKq579ZQ(`$dqR&Jo
zTs>ZCZ$_~GlkSf8^rUw``C@MvTL`s#X=_T~2WvF69uL0Gj+XH#XGI$_9yJ<a$gy}z
zIE+AC#5S?;tlSbnhHVd3g|B~AnfnUj1QV;odt`v%C|hp#C#%Og^DTK&b58wpys>L-
zr}goFYqTKaT6$uCo7KV`R;jrdm$->Xdx-loW}IXZubcZDm3&90Qu_=4nC^}mjw8?E
zkMnSTjd$j-MeA=6x}E{uLZF{37dqj05ugSKF)Lwa;zK_^ByHHd&sdD7o~mateGj&F
zbN;k9=KAqZx|fD4{v0;@_MMx$fWYSy+eq*a01YfBotEW3QKX%}$>SJu`Z34|1aw(~
zo?6s2W^R@zUR{%%Wpp;d)l2i{kNvZJI$0wPo<twGn>@{*1K7xLV(=~{Jr`7sC=)L>
zxFngnD76?Zy<;&@W~N&#)Eiq^#CSxDOfF12RPg@vDY<&yj&D(Gfz6Mwn2+{1n!P4B
z+1B%0%p))Urh=np^hbyBlg+c{n$N?$#_jce)iIDkod9*}un$vMJn5W;R8tn`!EehC
zhExH`%{)j+PUSGoc#Y;`ac$&BewaofuR7XZ2YkxjU{5Wd+YW$7m0XA|_M_;r^`xz<
z^mn$5?v<DcCDWAA(v;oAz0jyBIQbE%$waw91uuA?pv4JFOD)a{BlWpGV;e|K9#+mF
zR>R(m&@i2GkMG@HB*@_Xv^VoLX9dEem*i_bo{f4!+PNNcMgh2NZGMkSP_D11cGd{J
zI>_=9ZwFxQnrLBSO>9%!eInr8rN~>`!>7HOyJL&EcbAl^Vt31QzIWID=eumOEeTN|
zJnvQ972KovljeGAnj7fdH$;GvuU_>mzoUjEBH*&r6SI{rPjmL|eqjfvT;cK_3u~O%
z0lYRryAtS*#k0NmLfn8jOJe~GEf9`c)pgz5`<Z!}L-yds{NW2PIsvkrYt4M#HXD_M
z4=yx`u?xzN(b%+gPjQOzEtTiLxY0_l<dnwQEYHhxqI54F#bgXDwBbgqkUkMEEnZ*d
zKsUW>w~mk0UJy@x<#H=W0Nhi1#H!3<Z5j(SR;1%U*re_BY*e|@@{dyKsgBLgpGNFF
z;9Wn79+X#i`?1{P`>1(@Y{o(N@2*JLD3vG0A}R08W;be2ZjqG`K8;?1>L1LdS6H1C
zEAM1wybG^G)O;Q9`{E?78JI=?MeeKisrravDbZalH7Q&1P_hGA{Iu;CO8Fm5w7Q|}
zqjqaJYE+?7cxx(d#<KR|IV+dv&cj{aT>n<C$Zp4qid;i}z;Y(zUAu)gb%xVsH)Av3
zTgu(5y|{FfRI+AaHHt#2%sR@QTly|D=IOrUW>_bkmQaVUnPiQ3&5gAz&q_U&=dpOT
z!4G&!EH%E|K!&E`oo55rZT@|sZTl<my{p(52Q6e9&;nk;{#~Dime<B)G)>d7r4xTc
zHflV|Ix}^j+VVM{UEiz^$T!+c!%Z4i==9rqGKCSs))MN=&7CxH)s^irIZyx-SrV~V
z9+nQqUgu$;_!-TfiFYh`djApsGd%&>MzBgY(th5`;O33&;mXad%Ih=irXiO4jIcAR
zy`f8?#v3!t54SfK)3WBE+G9}wEx?2uPZRurhn&fc*Vc75HD3zcztiZA=BaE*xV<{w
zg5f)c-SH!q%L->dS)Sd?VS8T~QEkw&N>8G&sWeiRcv3J+vZ2KARS<qr=yv~oL34GS
zg+@3zt7gX{#TZ%E8WnC9Po9I1&Ep$a+9o-NO&cxe4ZJS4iLohj=RnFa_6)$6tUh5q
zMvG-09rk=t=&9oUjPa-H1M>c~j?`da_pS5kO45y#_uvDx1|}vW{~B5M+L3*!YAYA-
zaq%)vCB=0p>k>O{C?uimwaIjmWSk%Hm6ZbDqaXXS(xk6jYga;L`J<=vJxP9k-Q~=G
zu_X{)eRH*jXVMY`P#<U=$Pf0i4(4cWeve-!YOCSo3pXINK&CC<jStW#^ZF=TcwXon
z$qi^`BC-N1T6qKdqu?5w5Y|=1*D=v~@4LBoh_#-SOMnWu8#xX5V4oscX!C1$B0aX7
z5jHI%wi3vcFKg$B4^YnBNx!(x3@>rvOdfu=kei^ReZ8=4uPM~+HPCjp>5gy;4@3Fx
zd7r_EOuXbhUsgK2U*`9jEOYdK97vV%|DBh7`>I(ZaD3H~@|0Ovbl5V{HNEgCbJ!A-
zLYGX!Q{eS%jq7wo7*g<GBDX+xz`b|e7P#!TptuPFvFk-cVlJgi&ssHp9*(II+4fR8
zM5{Ksi{+bwRY%);;nnl`6lSVzb4lU);<{e^!BSHm=*Sz|Q3d8E#m>PCV-4Tdswg1h
zVy4{4>(i5#;*w;*VHyyOxHPg?0=H3U0VaHfeRvcqjx+Ugiy%V44qVr=0au)|8<1ub
z>mF8$UuiOVbK-=R^8qV*IQTY`7bkJu<4p#W^+XLblF%~g5ogRp6?T7~*_4FwF(uO#
zYb7Uo84)0iCg}{2#3!>Wc%E5+w)40tH{KR4H@;AE#Sr#IhuL*`JyP;|WVPy$$Bc7S
zI@R)2&yGyF^tAQfipA@%t({rC%#d|{(YM<ElJCnMY{Pc`Q!cr9Nk!6PvK2N<%)?T@
z=@LtgqURG^h!_Y@1TCYWO;X$0j0*d;{i}sx6rQN}myY72Qqdh}`OS!Jiq_{uY@?jD
z`;qC=-d?b4sq6c~8y&!&?)-B+wqEcH+oi3<bX+g*^mw?{o1py<GXlkbaWelcG`Dp!
ze%Uf9jodORm)tTb_nx%|%yMV`GP~rCLT8uxEBpMxl(WY>lm7pi|EnJ3Qdh4XdRr^v
zvbJ|qQX3kAE!A>=;Kbrm8?yy7P3T0;tHLWDc}ZDLKT}VQs?h>rQQlfuGUAF<i9Eq8
zQY9J^dtBBUf9W)LxiaC3&^S`Bee&<i&Um#(3)5fvTe0Q5Tx;q`j0>X;rGmUz=n!p%
z_X$NsVa!v16x-TmPf60mvO+^=mfKqu*5Go7%QfIZ^zzJb#mb(4JC<6m0H#b)7X7d+
zS0*y+4)LA@$K{QE;!c+J?Qc9Uk5;aDo!L!4#I)kP^Td|&o$_=J3p3X3!~WJ|GEg4e
zxpFUgk-y10oi%wKkCaa)&UmxA@{D@L)KI)rW|}$owv`ce&V4r+QE{uwNY%%v9+e(%
zutnc=+{<l3XRK{Eciz;*=gq0$&s^<eON&>o|9WFw#J|QuQset<Z`(W_Q>d@AM?+nT
zL|ue;Y1`vXtxuLXIfTI`4+FA>!Sbbc?G!tuYDCE`K5kpBYO4~T<&KkkT@)LD*+cmc
zl;`W5>v!9gQF_LYeT{VJHQFXWbZ>_Dq1Onmtt0c7aa>NL%8+U1xZ*`fR!E=5sCZ+I
zQKLqgZf3~M7I@(a`heZb8XF+LdM}8jLJu$cg?;)$KBUxG=S0A90%>2pokn%~kSQ-j
zxzAjPY07}GN9jJ(yt2gV-UDtNNAi{XLMd6ONo4c7@~~|$I7;b~OpDsisCLxe!_R--
z)5(3ak<}<&3_osa;?m&GRI#<XImLKd%XaYZ>CQjL)r&@!Y;?2Rww_2fN{gpP>GtJV
zpD|{HBf&bGIldGf^0LWo_+et8P}e~KxK3)E?_Xy)h6@W%=r$V$58ItMP%O`h49j+B
zut{Dhp=vXGIJ9Duj)WB!9a@=M_odGMql0bg{?k1FHU5wJo3Zz%3Mi62&ezduD8_~j
zB=&>-d^TpQhW_4AR;WDSI`<aMsz+=d;D1WIzVTnUzL%}0jJ;!!D9y4iyk=&NZF7xn
zV~uUwwr$(CZQHhO+txSl-skM^oVfSLjgE@W&aTYLdMdl4s|yKLb<OCX39LaHs8jpI
z5^%9@5IF7Qs|W8NKe?W|euNnx@$g$w!(qZ9$4}%24pqo6xHhLE(`UFo^ySw(dpyNl
zE;zV|7E2Co|1IMf-AK-Z{&^9zr{?J>5Wc>su<Na)ptM~F$-?gY@B{K5$W4FI5S@ah
ze$|3DBWVE}!zOpV2s_HY#~LI}1vXUJ2-!HoWccOxw;(i!W<>h?cp~UzndH&800mWN
zxwR>1@l@Le;Y3GUIXmnK-u{MC5Af|Iyx5+d&7MJ~uNc90rbTf*i-)f&A^2IJRe1Bs
z)p79O1T5d_t=$vW_ejo_IM?LOr*EsuUgM=+j@aZQe|_GPTB&vm-9e<UN1edmkp6H?
z*fVU5uPm8|`Zb2D`?k%~9;((=aOTAo>y2Syuz$E`F;0k;8$dvc3v+-U?b%_pG(L(=
znYZ%G21$GO#EwVSY89OAFFNA+48IpA-CZTL8O#c2Hx6CJ1(zBLvp~Z$0!s`P8dLkC
z2rSQp8WUO7hWc^0119xHgw9Pljd3nB!b1`ttm<1&3N9p84+A9MBhH(<Z>3VNccyg-
z!^XtN6U>eSOztd+Sa4Ao9-x*Jy);zzNH@9z+33z_)K^m?fBvUpVfW~h+hD45>SNr<
z+Qr>Pw>~|kT5ECHRY&U=qnCH;GQ^`~?txIZ^#)B84MHI>sKcfTSasP44C@9>JJN~J
zNar*m+6*}8R*`ejJR3alw2c!juVMlB-+Lpg@*Yq$E!!916#j%Ss_ynhrPV%5pdbCS
zo&sy%IX5$@y;c1iGK^^f!B1}-0*&i|7Pob!J84jOuc8IaA0(-5gy2DU>xuSy!<o%}
zw|fFuLAtvFAN8bqJ+nF#>nf6mMqT~yPAJJ9Eqw#q2oxI?*{MB@2lN~nqNR3xItT&#
z6LT1&Cph|eYI>$exioi22i{ngb%*^G6Xi7tJhd9yV2NQ`8l}>+E<!A6#?jKiWo=gj
zlYZP=Z$Z@TVhmoa<|B1YhUJ^2auQuK=iu8{<er5h<8k#G$?j}#8m6c)7e_e`p-dW0
zsFENyuy7#CRczC9oV6w_(S?bLEF)D<VXok6YIr)yllQp#Ydo~5Fb=V(=$ELVyqE_t
zcBs{k@U0g&e__nN!L|cDdkUVsZ<CwN4i8JZ!9!?r_~rm@;~cFBig3+m$w6tzjp2ea
z`i+X(%Ze_YXkL6<+Aq@{`f+!9(RjQ9T8~3v=cXf)z_PwvAAD$9C&1BaljwI6jpfC9
zj$lLKK82r67M@q1)u39dsDn1j^I%$wxQsU1>tn@ZGtunorOxit6ncP*XSMFW{O{vb
z4;il#7sdo&;57Yg9sVW|<DRM2u^z?zPI&}KYfys{{}zuWkch=Y;grGb!8II<ODQLq
zTT-FbKx9FX>;KsWw?Y@s4}8c34bHVuwu|JYR>Khj9Wtma4L~yvfzW)ZEa_`_V0iti
zRNLII$dg?mZ5b}RVwYu^r0$rI2u2}K1~qQc40yViRMM~Dmq`IJHHN)};Y%8pATM7V
z9Kl7R?H$6ZlAxqoOA(Vg%7x6BZHM|6ln3<?lc6>;yPXj!nx5ikR154Ggo%`}|2nd`
zofo6S%N%VDzs<OxxdzZEQ$kGs8%*u`S(4{pN#>8)PUJ7&0`3LbIHk8jSR7i0w+62r
z?JvcNb*;ebE0N(l(L3*==d(o~a69t8&1>5yYx*P32_Yne;6KQxd4CDoL@<E8kjyVE
zg)Q~%BKqQ{jt)KQdRR%(IylLIKbD`GWdG8rMXX$1=9<nmr7K~iH~kS?_k-pt!o-K*
zEJ{5!`c(w47x*UCyIf$4j7`fnW(Q-gbtPR9dlLZRnrHFHP!>J{e?FcvUy<oR=cp-L
z<Bu?;>L7f!MT)dyf=JWo3?#9A0#@%)VNc5+4l^o=kIpTo4E1OFe76P#rGv9OFAo9U
zlYo*v)r|>c$|dqEthmqAiJ3$RyHzb{auDkEv4$qm-OR@x$qu+NJEgKSLI?PH)f1Q3
z)+!vlU}+EE@H;!@;$#*NtwM!!7h8jE)UIruQ50>KN^&#J(n<3&5W&kUc_-l;ee|Eu
zDq{ip?S!!5YH|_^=2~1WW4CC0S$bM3#x(GGyQ@MbLQ(p?z>}H91Vi=nic?9g)M4Iq
zg<*<K#_BK0qC$E`CJCic3e;n6@?+&48}^SohuG^p&hO%1k1xvVD56=u{6ix|^Q%0R
zHRTn|RdoldxUTW82NshW^Tm?WbzDGFAY&hU#}}FsWu4>RUkl2++uq(^L(pvlrF+%y
zrixpD5Iyyf1y?sx%9|VU-RFeg3=BbN?g_+UKGyk1)#!h3?oXu*E^*(LSViM~@nst;
zw_%v&MN~K(YnvKYU(HqJ5%{~$w0Kdj-e+&=mOP|)p6d={;Z+%p3$nH8XPV}8PD}n^
zMq65}R=K~aF}J<6MM95UC7+sWs!0=<I?c=5*uS)ns-cgn<B~F;V~SjvRj!>VFUUkN
z(@c8I)OH11gG@OMDivT)M)MgPBx2x*PeU-J&ygZpuA6HJw>|yrxV4mrAHCKI-Khk3
zSbctDo4l}HbBtE4pziL@MR7Szli2jSo*K4<NXUH)KC5Zsjh#6ha~IJSSeLDmkDx4@
z#?<?V+>ud)Jqf}hnJ^C3O!2!B7oxS1%Qa^)Ex~$~7w%`v&0<Mu)pRdSp0)c#158BZ
zq^+}M-I0CiqI6g_?h$ajYm@hUSbxH0fJ(a|<n3XbJb2LnQfH^}K*EjvOV7RaK>_Dz
z13U20Q@h6eB?2g1;F0ZX=UNjAcmG7beIx5qaiFntMtFl~(DzRg<G!s<M0zWhbe<b`
z)$Yb)?iInnFkwV#G)s4J)4ZnlZF@}&V}Q1*F@s8qjx3_)quW3>%R<5<{f!xXJ)~(S
zq5k>pXepoIxB}U&*3TyZ`rEdyvwSi?FNKsLe=o)ZDOfjLi%l+J{`I7m%j2(19y>+@
z!S+gRrZ!{Df#nrABr$7Jy>=FhLI5WK04H?oy*!O!)ofK=wOrdwS5E``DN^P<hIt4s
zG%N1Ia$|lf$4cXN8vL4I3Qqtr?VveovV@8E-u>JLN!eV7Y4Fg}eZ;iB2|@qWk6fKa
zyB(ZViOH{t9EPA~8GY`?oO6xmyflGejDF323l^NvnHzIt!Ps7{kS7XozRWD8&<@_z
z``9+1Zlyx^-F&7sf4GCmK8;e>n0!oLv-W1tQZWenLO;py!(A)0gU{$k?^WCmTj$Uy
zg7ZRUTt@JDJ2ZRiDX|mvq`ro4Ru>QOW3b~QZf3=Ro4Vb=R*Jjh`){^i1qDoeNnQ^7
zxAu`3oMD7w)RY&D%+MO-ql37bO4CvwD>!pm<Ag;hW(UqhvQGBGEPt6xHy;76)JT$C
zLh#Ar!Olniihsse3{ZxGgcR*kHmGm8*Dx<0n&gB8N46W~_xL6+UG7LJKe+Jd1WLtt
z#0|+4u00d_Q9<>iP@^U=>)UcMX3^T0yfkvzM3Q7zhLx0CS*E9wiahlFE_;!+FlE3$
zKc68iu&#keXs8o{?Ct+RD3R&DmS~xwh2s5+oBTa!wPS;X_cEO;F%CT69}7+tIk1gi
zW}Hs#Z6sP@H~rN$%(Nw9qFne0whH|oMAp@W85HP$xb_*;XzU)CLluhtJjOLV27=8A
zVhqP0iIT~Q+mZR|>vXSTe-YZIks^yT{ar5p6XXG3(G<C|#2t@~l2KMYTv%O^`^c|g
zpt3(cqXOgIF3!P`cWNW`t)_EK?Sk98YKI%@+UdqgAx8pK81un84MU(V%i`=(7xXv=
zi}JdDrkGB2Dp_cY5};R(=ec2d=Sd@HyxD1zMq+L@ueOnijdVUU6Hz5b?j#NaNqu>0
z&9S-KrwNuE)%?^#uk)$5<>bWsR7-{`FiMO4Cdv<R;ckjaBIqJRx55&GY3vN-diZSt
zo$vjQcGczDA|Jdz`0k$TN{g!S<tE6@;wT}$AeQoa`{DpSwJ}1|dr3oANHTaacT{s*
zOW(9%YZ^ZqIArdCA`Nd6Ke!BA@bpp)lWLnhE}A3ab#AGrn+4q(@^auk(IiTu=0J&s
z3z%PvujH13X;}>GSz-CC<Wx$rT{~y_`>R270W-DPnmg>|XKzr)4&S-sk=aT{<hK6k
zutXcB4^pYZDmmvxCx3KPe^m*u21s}ebm9XXPYI(^<UUDd*x!}0rfW+4q}Fztg;keU
zeWJH?X@bB7JTq7ZW8o@~Z1p?Bs@1agBylR>b^Z{7VfV)n<Vk37#C>4=TFK;HjWnGe
zXFwlWt9398TQ9=E@=ad>kO7*0$B2c3`e{!J)f6WD)JLFRrMjTf9eR7ZhM#u`s=u$%
z<EqdI`!mSMLk|jF1JKE1gHBSFMlwecRt&GsUMtv>nUO=A#Ff@5@11vxB>pw&z(G}!
zbb}|q1YV(lX5m($d5vXn>T5*J=b-!f^bnOit|K5~93*yp4G%lbhj-NGcuuT54)qP+
zaI@`1Vtw2-SkK|wXh|{}UxGk=<37DN1cfHn$ekdb(PTmRZq}-EF_c)maW5}BEfbe>
zD<pd*Yd0V*vpe<A)yJo$0Cwyrbaid{uQy*YeKz^Q#;Ys8F9-b+k%ygB8>dIr2P+HQ
ztkN2dSvBz#%1||ON=jEP6&TTlL?2yDZ44yom@x_p%cI3)+-406sbE<f$qdvDo<hv3
zf}a)L1J|Fuok<anhFqMOnOri|<^Z?zVCe#r0+933lc<w`M@ISbl+)pS&<QNg&DU19
zW!rH8kJ1~>33>5wjdE@P#RA7K^$Pw|X|A(?Il`|9A_%a@FGneE1*mPInm*bHUUW^I
zts=6Q+}h+X$aVeL`)7H%?c{c6;XG&_$tj{Arz4TOY{sdCAx|QNqSGhgJj>Fl2DW4l
ze1@k0RPj*T4(A#$)<OYJ)aeX_k>v_W@mZM>Hr4ONXIzh0LwJERZQHQe;!uwKQGyqG
zIYe5rZwWUbC&<P<W8Zb1TQZrJLj0bq79<#E=S23KPe%F&kp1@W?cE1a3J-h>J4_sj
zJx`oCeV^jFYDY^FGx#g*AgC3ZKGXzBV1wk-$zDoL2*%cV)NrCtLwv0_5S%<?XgE*L
zV#!z+pOYNb^%ErIfNDsQwNipKN$sb~)#-*&N}tq9UxQIa6<mvu-#!~>otZk4Zd+{f
zxfas=o6T<?wI#RMIIT9Yo7z@TuQe+BzxGhxSGZQzK%LQcF&JMOuZS-`tTzhl#>SHq
zDy_{1&s4g~7(a8YkfkW93UbV_Gssy)%!;mrd&N0ezh>P61-4*88qC7?J*x+{$uA)h
z;U}JWt21#*#B0`C$SLAWO)Tn_GBj~a5f}O2>G`R|z=wyeavLJclfFCps-)bm->z2a
zGvF+*_u$$aVu;QbrTk`vzlcSjfLz<}gl35-kjWQ+FI*UV)gXeiGu^n_A=b*L+cfot
zwqgH<$i8Zb04+=ewMI1dL(P7eRAA5r1Ghp!P7X%vuX^NnGRzKmd^A$G{;u70;ZN?h
z1~<VlD?>G&Wnf73kkpTay-GSwUi1p|ryyY~6p|emj6SR=kUraNZy*2pIFB4>5}p(r
z(7S=MDx^!mlzW!rPhe}$)WH+XEg5Pk%|PAz>Gm+PUSO1QzDXlXGt#`TFJ3mXU-cT{
zsBSt%d7K7MWmqBh>DR8aDli7Y6#}wKXYdt1c|gLbOHfmeg+HvesDoN+Rq|m8vA4+u
z!Eg2Mi{}!;LKj)hBk0GWqb){PUEwc>)ex5zK`45NMnmLd2`7RmXM2^}>WEulr0sx}
znFc{zunZ9YS@psj`LMu(u@QBW-ICJkt)y&*-s>X;{L`{Jt7iW&WizK<#|(97ot!d+
zi9M}oTD(_4C`yzsL-un&F29<a5<JwsCQjwe@b9YALrYb3FqeEi3MIrK$`Gmw_;;{h
zJh-<y8+jF|Wd*_3zVJ7HEB!joC%oNm+tGAxJ?kTQ>o%e<rphN49K=aG9qO8NdzOHs
z+hq9}DaVjB@<`;+JXFsB-5}|aOlNXTNjl|mK}I;BR|U?(1nkUJt&-73KX<*|N};K%
z%`Egw@{{I<F9g*_sW9d|UXxU^y{}~5?tSN$GSV4_9Tfrw5amHsqGO6`;1mokK?MVX
zg}pI$9p2A3N`z*)JY~I{{~)2BSqgL`u5yg|EZ#lRYa20j8TH#0$+OodcS<CfRv~(B
zc^%t9*3KTUX2&hL3lx2{P9Yge@)J4$)`Z`sU(%y`^{0X7IoA#ey)w8=3Zw-PjCxfL
zCR<7LRE9}34b|vRFfgVnr-s+EJ)s2y7=;-zhS>+dq<Q!a9LGoAq~NDtIIQK!3oy&g
zw!alQF_@=P8{*~ErN~kKsH5HPbhuMMw0=GleVrQeq<&X0T{<zqP}kR*VNc^xNnO!!
zMR1W*<I;&C5Q&-|`>lY;(eb_70EEq|luqGjDLFnQ2MThOyec76nt<~m1Q9EXs#vhB
zU5PJBUtyI`8L5iW6)b2wp)6^uV@K$5uyGbmrvDjyu|AR<g>59iwO1XKN@uPRJ<0xR
zzex&>x?`7~<G&Aoyd4@550spXb1!W>!2V7nN?pBkIy@wcw$aSup_PnDrF$VFw{jDt
z_~MZ0dX*z^;^ka{v;5S(f-XOTb1>8J2xo!;iKO2FOVI#_L4hv7-Jp)EcXxL|GONF2
z*|P#Jqd)k{s}57T8^9fZfrq0(_j%DBOLQC`?+jY9bE?+hHcf#s4|gzeT~!>#dZ%P|
z6Ghf2El%4ozw4uUaW$3g=D8Vdda-}DN32mU0PG+6?JDvF;l8eBPqC{4$A4k>nJ#3q
zuKlr=8Q8f}RhPiPRA7W1+^v1&yW5HF1RG5v^5Y%;pC+!RWDeSUPj>zu$1`wAdR?5J
zZO*wv0^(kYTNc0hPA_TX=`>ygTh?=jT{<jRz$?kP7AgQ#bF#`_dK1$N`Wc*=r@)3#
z%~{V+*RxtF9el~x+jMbJVAdVVgjb_E6th(z_TFn27G$zE?G2gyRE-g;s|D0fV5!Eu
z1`L|f3cY%nq=lz64T*#(Nplx5-{_&vPlCUG3ziR~5>!PF)rPBM4iD%~5ABYs@91c1
z^(;l|uI@|~qg5<iRCu#M$7FkBSt2;l-CB3Gy}7?$xBEXUgWyxK5L9n|Id_0E!(w94
zFioT{FMA_s`_S!FYp$4(Qs=-_`*%K7K|KPz$3K+x0JX~)^AcDH2<LTKSi6^wxWhnR
zBTHs{-q798M<4O-jkzwtOIhoid3eYjz8tB{5e-g~*4$Y!&uMtQr4J8#d1_Hheti~+
zVRcM(rukrYml~srUFdqQ!1kWdR?op{zxQfU@r<c#Y^<3PLq;TO^qKE)vmm*B3G9{7
znv!_N!BS=IhY&}nPP*;YclBp>t6V=$5=@DOw>Q3FtywuDYo_e2o9*c$MNHDkmw}Es
zFmrZS<3*%FW%@-Hmx=Yd7sj|>PM@3J3T(XS2<6x>(?9QlND_B7awH#Rm&q>|#l1i-
zaG!|LX))tzC{e(0nr8PT54w7F|CT)Owz2laVIdI0Gn`!DC+RwqpE<y0H<BqMZVAZ+
zWZ_oGO^35s*xpw1)yTA@flz%`I*#XmG_9IBOjG4vD&FP<E?~n$ql(B0QCogN<y_w6
zTBH|yQ3YFYe}Rp6I#t{9t}d~{4!N%hzOCz;_8S!xJ@+k<2qYuMV98ZhF54>?>wM?E
z+C+|^KNRK<hci_B4I5^~6pj<OID;}ABOI7cmRg=t8j{!~*BXAs%wUF^X%R&R%kd~D
zVSc03`J3fLYu`$8+VDPkswHHR=cbSD;d>549VZ7k7f@`jh{Yxp9$Cv2Ia4d+cdE)2
zb{2d$`XpRm#t9N*Di!5s9lHDCI2dx(k~2orb2YP3A@-%&$1AN_`{Mp9tyhoOpGz!!
z0cVt!1~vE$6Tw7dq2(U*L;liAk8qEZnsZI63Ph(lFgr;|SIzboiD5~HxV8y9+va&G
z<(CU<Ep3_?o~0c)^CeiRm^W9Hpi{qWk~eL*#ELhyPjTl~LbimnzYbgFHxT46-b?$X
z!`Qb@-!euJEmdc+o_i4ZzePe<z?#w9J!PruEZu>)4e;2_r?Zrr`UiavE5RFud(l%h
zEBn9b5kqVcvnrz4L$JqWgCnhM?&BZAB=<!-G(w3b|2)^7Bv6L7f9)>`GqjdKtA?TT
z-#*ENwbahkmsW+o`G+G{274Z1V35o&o&huB$Sb3`tty=pdELSgr55c4?$Jr!&<?f8
zD|=>*%NK9oA@_G}gJj~~w~X@ta<iQq$ywUQ40nRt=?F;vQX{KdUdTIeJcZ_P2T1*G
zg0b98$T~AFNo8t6liXl)1@{zQwg7Zw0a&Hq^a&llmM=ifm(h8SdxcR>kdAX8J}zqJ
zw_E5$mNeLga>}QXv%xVa*c8biHad#s{8ahbSbsyvcRy}a)Zd(yX=1w-=mk`^2@*N3
z0<jJ4pg-}o0h+w#NtM|-Jh+OpwGNahkX;rDsuzzv^w~{T)LUTi%&zEbm(A&3G9~0{
zUd?3pdn<7hvB*yHl=vdyIQZllHl=wP&EXdIp7$W5<vVKCZ4FS~8}cHH3ZuXe8VBCc
z*CK(f3LYbqIhBA+e$j-Gxur~>=$$G$qaAeg7Ctk&BM#$_*_oYDvWu*1t8ot|B9q>c
zu(>yUq`Cae6!ua<y5xIWaR5;S19Yf<KdZKL3tB5#GzI#^`ti}*U1BaBK+5h_{R$$!
z5;k~rjfep&3qw2F^Mh!)ZnQ;o7?Q&liyR%i{hTHS@MDVsvX!l*g)rzPSQLcjXSfSq
z=-_r{cqI|aGeh^6abr|uC^yx%pmFscv8qj4?;58*lbec^8hsLord*#g<$GO>`i!C0
zlhV9IXi@m`&j8u_s1dUDXR}{!s0g#I@ZfzlHlWBpGok7pl!Ua$v1zIoGRRVwO0g4O
zC;Z@G3E<VYZ&WD1lx5WJI97)&KNBxLRHKY-nVD&DEfY{0g(7T^=}U#tdI<vPT0w4T
zr|*~90;)v3(2MoH%mTEeG&T9%+}}hg1SRHvKT_a2kF`v?F5BTQ^jRr~1_f7@8I_1K
zKHAX6qTGpl({lC!aR1Ab8ovv7%MclgbQ$6SSX#SWPCZ09@<Qs#wv{LETl#SZ`c76U
zq0(0td+5lbS|PDdG#1CyC3oq~TAC}5ZLFYc3RO&1tNWrmIz(pslHTb7&gg7VDJ~8e
z^~I%?*ZY^~IIde8Q8tllX~c`5%HE|0qo9OQ#56$z{>nd)Jl`7Gs%p4LsDG%0&~<+1
zPUdA9*W)1`z_Q-9(}xcy(3wx+KJ5&RJLgUkouLes?bh#w9OagEt_Y|c$(zaUD$h5B
zxAkKdDaFxm8`P)LGt|91h7|Ex4|AJ86SWvS#YJYu(+51>^R(1WRAvSqW(7k_XvAF`
z_wUkda)oy~V;vz#yr3!w&EVN~OR^SX&{gcuEst<8)}-+V_Ne(yVC+MzrpZA|r1DeL
zT{xSJfbcV9v@99Eyskxv!WJ%fADhe1Hs_=S@8nksQ!2%#C}%}f2w<g6T5f+Mxue~h
zyP^|*XfHqfP0(b=$7*0d<-Sd#KN~%rJem7cG@l)*uX|QCeFo}qwV~w1r*Y5Pb<Zd5
zA$hZ<DU8}Sf6d(DGDR|Tbf?HgNZZ!IGOD2I{0Mk4v-L0;<BxrzYxJC>MBXPZ<cm18
zNgEJ6v2!q4)g#{xJ#v%Z2PaTgc1DaFQ~_>Pf7U)CXMes4e+D?`WPI0)n;zVZXq%tK
z>PX2^DHW<sL-K-tmjha5Mg>7ZHEhp3E7qIKsY6wyNvJSRI@8D490f3g+kGLM#z^RB
zQG7eq+L+Prz=3pb-Kt2XRk7rIWFhVItJB{cqxjxA{#dibuZb_8^1rf5><A9nT*LWz
z#NITmNq*Wa2fN-}9J#PV=7pQdJ>LA53P*7V-43C&P?P-#Z_*ep%!r7;FEW$gOdyoN
zn+co4%^g8?3PTfL%X0$9nt3-#As}Oot+J%rG>l?V=x)}|qugt4rbTs4tHEjBhM>Fl
zgBClr+Zb9ZQWv;X)oXu!cRxf99*aGoADaxMSUg3`N}0|QaVEtAuJ}feb0GXHAuO0b
zuNjt}Ih|-baLbw3mUN#~<0$fybfiuinK^~>75tlLI(#w^77P<BSeo+%DfBC&=X@Br
zujbxFW!}77ogLU^m|F0W*ZaOk^lY}#q=28_$>;Q1#+!o4J9@By1SRHs-Ru6=&<Vc$
z^LhT(?GfAJ<URXSrV}^Mt>rAYjqUbu^_On|eQ428s4Piw=DRONi=-{^ZeUShB&{lV
zt!hnvseyFh3jlmH%LXt|0nRnqEN0Q|TbU~B3{2=}v52P1++y+o)8|XZ(F>%q$0Ple
zXrg9@U&GMg>0?2mg78pa*rfFBuC2W+B&WsLVN9ZCzCd4Doat=JCm<ot*+n`TOx*gP
zynyfCe6GvjnJ~qZGnwGm7rQF*x8T^IfKKp}BIZR07yTn4i5DYq$i#Lu+2{!hN+2aH
z!Ut3%NY`vaHJU6IEeZ#z>Yv4>a+3>}1D;kmEJlq&#{n#}J*u>4G_VLYKYL)N#NPm6
z-5{pTWI5uC@wYiDToMb*A03XG_od@4zt!v^87FtqOYJBYbCBozE}jam?m~|v&wPQs
znj0+E<!6kRuksxapGt0`H-6^5_&5cv-OZt!j)={y!_KR0)+*+t>*6TvMaJI?8ghm}
zS|rJa7nl@jU3G*7Q_ELRY*-rs(;30IET9~ZyEpb5j>OGE-iJzwUVT_4Z-B+B1#k2;
z;XimNYGmZ>chknycc?uct&Gb8E<8A-hYMkBgsuy`?tAcsZ1}G-n(7m%c3TirH`+6C
zjNcLF9ou+LDtSHiT)g)~bg?$NuYJUS>}b$Zi*R3cNu|uC2wHenMMoH+&{1xIT7wlx
zO@s5{{cS{V#NH-`<vStzbvPbFZ(|D*g)d>4j8Yu&j$K<kSUoNjj<*L~JJN8EpTu%(
zdn6$8rJ)*ONtIPH*}0KHxB&|ag5I(<OZ#jP7hH5T`P@?yl@8JEXvL5KR-}vOyB?*0
zF6h;WVqaoTN_*bhs4@Hm`c7=o&{PjHy?c-GxEEe{4iUkqC_*oJWvJRT+F(S}0{~lt
z7~oQDYadWOW*|Xb?Iw2G8gX8*CULA3X444`8vl`A%1nbIl$A)+_Qk^C-B&c+n})o;
z)wQ7n;nE*48(%fYEjvv2-04WY8J*6pjP1YvCgeU{ksI$NiQD|eP^ItvLF_U9o-cc+
zYqV++j&yMxv4QU)+|v5B%eLig-I~P_Gz64qvJRU|gwB1xdSj!W5%`vot=)*Z=OI+i
zG4L?Be`D$!Z0TL*OgV27u5hqAgo<i?d+u$~Y?uIBPobqncBTHvyb$0U7VznjI=yRG
zi0tGO)nt-I-8x5^TBU?>h9A_Jo<`ZfIpR5GO^skMg>GpQiQ|*z1f@#TorG<HX7zC>
zghdKA;pE`>9W-WTfl;N(OHcaJeFoNR6fy#O17x9}E>xZXa>+X{>=#VJy#~*q<kAFW
zD{+n`5FZp?>C6ZQkng}hR7SyGM<o&7yQP<V<I!auv;csqSTvZ_RdS;~thLzt8O=WX
zggv6ChTnwq;oUS&sNRGWkoSo-h})~aH0V-?d5Psc#^!_e{iqkLB|wh<?sj>6_0hzN
zblV9=?9_Sn8q+nWPwd`WR$A3Q*%(y{Oqpl)3(DQI?ppjU0TO6X*pt3{0l{C=aV~kk
zMzu(%aW3qhZ^_fAZ+AiJgRlAPkO!a)!N+<dmLl^l6ix|LS72gwl?p1+2&%Dv^LbH^
z0I(K7xofLl-83Z2@$`G@i(SiWIem3W6@dv3pnKKWiIqJ&Ho-5QGuO{Ulx7*V@Cpl|
zRyBi223o)>5ONgPhQ`^xkXJEEeo@-@#Fa-`VX^C>io>{n4c>~c(%0s`EP6zDrPEZE
zMb?UC*`P7`IR8<mGF&YxZ}+X@J_QT=+FE665sFB*4MELU3ywbYb2pdXCw^H}9Mya}
zPU}O=i9ku9K**UFpe4gQ$dY7A7~hc523CCWyabDnUQT9#b5H`78#YphVYHYGwFpmi
zo)dK)r*IU|cLNkThVT`i*)f<QhTmXagb`gc`W7}+Kk!#QSqAL-KtANhFQU7uoKWEl
zsKy6d%#f5&C0-MF2p!hYgQ;?uOBGCE<@HI^>zD{Op`wI8>V$}fVg!6N%$@C4%n{*k
z5{{SSxTyOOs4ioViBR{QBHYRO250PLAjq-LkjWv`=EM3!<+5%HeVhmBvD8=L5jwv4
z2lE2f5|xlt3_3|ukV94Z_c<oeKx9zCX@fuAbL3>tG_@A3rkGUi4FNknN|=PFAYQ@H
zJbAh=9}3AqIW3lm#YU-*I_wR$RLunEI}eJ(mzaiR$No9Z_Zk01RnmL@)QPhq)V3yb
z$5h*u-wW7Q>Ld&_Khc#r7B=r8Fa)F?f=6ZZgE|Srzt!+3G#o?sV`^JJ-xFFgJ2-Cx
zh^JM3;31}XQ%pWN{gOIzv$dx#BQ~tJ<i5CNv9^=yqih=3RYBusYZ)H;ot7kBX)e`I
z2o^LLWIO2GH03p&B|W;$%QDC&DC`7Xe#h%bw7bgEshPOph%~?bEaK7XqU52|hdF9z
zQt!hvx}!S0%gukQ{s@rZEO+E$<%$kO+&mv0+|rc4mx;`2?7*uSV}`~*)rmwUy-$+L
z*)D=&ymiC;(>W=)b#xO2foqjp@LAV65U12u81viy)XDueb9S!i@eWHiNwBv*dxJ|X
zfZSO*O95TC0yR)`KeWcmEfLMOPD{&bTt$TAcd8`yWMN%kCnB3h<tAK(i~Y2n`B;3U
z<Tp^ybuFL_<>*_c`xrf$FKy|T(P_m~HG?L<uN(nUl`SEq#e>WPaKrrhpSiirKTZZ!
zHgyd5H7F4t(VY?u+#4=;Ffco^glz2M!k8P1UO2KrZD~ZlUizC^*?md~km;{9bOS8&
zKOq?kYAHoKdqx`wwPqz_R=m^I@0N(uu&;QTawJ0eK3s%$9P}#mC*d<Z<8lcvGZRsV
zabReIgQlrr&@?kts3oIt?3L_YYiu)iW|HZc#>m>qw&BG}?w#&_W0~D@&r>>bBag+T
zi~E#e+AGKerU^M$!>Q@Ud|Y*?TF0)WqOS`)d5-O@>}^;cX%JN83(+*h_@?kAtKvsj
z2wjnz@z3Gh5-JZ!SJCv*W5d4fN!#Dd$q!>&!Zzx>MY%aVGj|}_4ap?Vxmc%X?br#W
zFx%HX7zVe+k5rjFcMu=+u}L_i&O^p!FcOCaCZEaDsd(j@8?Ff22;L@70N#wOeaV4C
zREn52F)IXK=!!ndi(nt|X??}xtK|W8)5sFosMWBJrPQE7@^z{xe1><Hj7Qp&9`xAa
z^2h>3;9Zx0B{UP-OQ@z)lUCgl^D~+5FIK3ky3oot?nRZc<<e_66M?jFfB<t}NSzb2
z7XyrOZ5K(JD_ZW;WJ@DL(CY~3WuZGq>b*CZ$4ZBTpsj^!a4&(=5?F>QWnGjb8b|w&
z66S*BB6)sob$Mxx@z)lGc0KpFnEa86Ozz^R4yk>yIHvEY6X2+tMp;a&utkKP&ApQ$
zZ&HrJp;V(bpJ{>Y%>scOiR*LAMgBzUXk4uEZ)!~dno#2*c0D;xs5l<ecuPK+ni_@f
z%k6V=PO2pW1iH-K_S3AKda!H6$Va<AJI-o6ybk_!H^kxksOgTbnv;U#>FKyS8q--j
z!IjfJv5<W0w-l%h+vKx*lgWh%Q7g9GhPcM!-Vk*^9l$p<wsf6pQ^?b7U}KniYXB`u
zi`QNTyBI_e#yBex7Uah$!-kHXPlbl7qFKmCXHav|ttiwP2oPSVOhT))Vv3M7Y8dEJ
zjXY|&oaf`HCF0=pe=@Xga`#QIk8z;GwA9AqB%WG40|9N(G$B<@w&BiDkCDuNSyr{8
zB&-Hl7I@0zxviWzFr$iX`}re_u`92rzk9i1vdq(cku9<_GWqkKI<F&eEGykmQTD6Q
zO1Sp2J6@HSjXNxRdUi5Yrkc+~EGvZ{!{K2-EBJHfb2m#nU&hrIu=^-Bd{3N|3~5)z
zi0jxezDxl<I9W$t@f?z7;4AK5BM?kt%L=*_Kbf$OUf8Z%I^@|>XQc0YdN9BjZoAUa
zTuO=Hr3zzeR7-Ao<Ex3KqYi;`aaS@D3@xJo2G|^GKbonf?L<mci7=y2kYRs2n=3K^
z;=>I*ovz5ZE1P$jxVbW=Xz;pB>zNx}PgpV{G#A<l>Ns}N1nVpt)=zS;QQ{7~+w3^d
zsirLibf~AO`m}d#6D-ib+w%9_FF4I!8CpHmOQ^)4OswmXOGIgJX-lCFCCj(*0D~Qv
zXilEIE8*@kh;F(d$gA|D@jVNfRXhec$zHLo=I-3{EAYhay1A)vwN`MqoVR>z$q*S-
zGqGNzF&m-ed$Z6tsv{>q7V9sj)(Xey+1?{-X;xfA{zhRlQx?zuAdXbl0&ZuV47LLL
zutFlx$#`ykKR#n9c2h)JHedXzn5q9^m#B$XPrCLK%BqLO#P3eRNB_@;wv;+^k6oDO
zbKPPEK!UaDYm^MGiA;ZTXK}is<Gq%4`(NI*H2nQmn`XE<6OB@>OC<>mW|Q!x?)9XY
znB=l^e@hww+JE66xmd=kU`M>>hR&KRl#8B)n#GR&`03ugujzBI$4|IZHb$K~1^q3p
ztGB~@k&24U0_==e5tBMY@quSN$xbA>>-%YUhn;K3q(lDmpTv-KI5>KTLHRQ~iMV+p
zl3r4orvu3|!WC{l(0=}R7iHl)9L8`^9*-j-Ct=v+;BHRuaj;PMLQ5jmYz7vm&TBpE
z=d%HW29r(klywLizU>#jD+FvV3rOfpZ@Lndka4GgEW3l^+q=%bsGtEfr<hPCqNt(R
z#87U%>9Au``1XVUBdDjU<xA%#+kT11_43ZEd%n?<ips+H`I4GK$VG+4YI{*+S%5$^
zMww91eRQ_(IQZkvoEh_4!dPz9nL<69hpc6~$5893NbHe|odSZSaKW0xwFh9;SA>Zf
zkKwwV>1@)NV#RGu#P4TwQ-xgp-Ed=a6h`!5xC&s{k6f)jB`E_%xi_GU=}^^tiCB4b
z867)Wh)bf!s=93=_X-;1#nMHbvHSB9QLb`=z4j2`5xHgQq^R3F4I1z3X$4IQ78WnD
zEQaprE&YD(xcR%y9R;VlNK<E4dv~(f<7w0}QhWy;oh}B^5q&n3&_h`I5K!ZWemPWF
zQS5{P&72RO-Nic0W;=mrpbhVxI4F9t?iIrN@XK^OkUFpm&5S@!4ArpG*j)7Wo9&;_
zk&4dq^i{cmM>XZ=pJxUk)lz#<Iva=1f`>%vfyHP2>{*7@Iub;@e=TqePY)?4|3;<Q
zCj|^j3aK72^GF8zks$8!m&=L6V#za+mg~!z^dKeFTVtgaX7-pz2#d;GMGZ9<;uwls
zQ18R_?*SWY|4F1`MJSWSaDhg~30drRAyBJ$iBzDB->kSryw-`tJkT|6052`JA{F_}
zSy_<0(<zM-xx*@9Cpv{TdBhh+S4Nf;8q3J9_=cva_ekuAKlQatwJ8J7Wr-Dm=dNGq
zbr;9GYLx_JT)-T`IRM4|KEhFZbukHFM!g|tEfD(|liog&Lx4a{T9SoHO{t+b=m-S6
zyGzL=43voc=_2|Uv|qJ|3=(^8!cEj~8gS;5BLWK9j8eJwayPQxF-!QgV^0TDikz{W
zF>~s*gK7aEE0mI`@+8Cp#`=|;<_Ff1tLZ>n-y*2J`86NICG7$%@~a|OBHGoMa1rQ3
zQVjBB39ljwQ(mFjLDO7>=0~6pmXAQVDeDL%gS9b7t+dmDql><RXuYDp8W>No<5Als
z&qm05(O{69A!XQ8G?&3Qsfk#FX>ch@NL8lf2~ZZ7>nzK-r(Sa&9fyU<0hh~-mA{k~
z4!63opWQByUmoffh`Afc%l>H+D@N~JOORUePh^)wK~!3cA=9KwVAd)!2$N+06&+bD
zZ=oOsz(!3@QlV4y+bOrquBU^V{5^6EM-@cq%ZwQxG#9E>wnzUC>2pJIt52amHAc_?
z1!)3F4-1tP%Q3!G+4t1Ll#(RHPM>qP)-gf1zDCch4Q>w34M5Ag9%mM9T)auB&Cd-l
zYL6nX?In*EZUBmlUhAh#SQc;=t22;Nse#Krbda%(3<qI<TU2}ZxcxqlY5G}o>&)+P
zQ<dx-f-j%nW1$z8RE|{)O>Z4klVjd@ii{5qog9OXD*|3WQ4O->L7e017d{q)tT;$Y
zerRCV7qG+PGG9Znl~rC-N><oczLHSspm3gC$BeE>mjVoJ4R^3m?K+;ul`iWHA~X&`
zjFm3cH8!|n1fMxf_0aeP-YWNwpBM#*92cok%IlXNg#kEM+bj7PEOW-y3?@HcBPrU2
znRW+@!z=P8m3Q9}_yu~`#!fr81xOpDRM!l5%MlwRwLqk7U@kbQf+%4j+pmsFZdM>v
zRo=6Tmkq}dY%HUDK#Lm2v7xxa$EC!j6-RMIl^tVcL9H-Q4n_D*pKYU9{0OC|y!O4U
zc>{SA?TFWB+C*rG^fSr4xhU}gj_2Iv(QUGMvz5pSFO5J`Q|y>tXlcm9N)1Ola{_C-
z4>y|YJ(Y$Aa78>ZK0bz(QvtXNkU!Tk{?Wlm9^Qezf_-MP)j@3sObH*;I3wOHV&emm
zw@iUqyF@A8rK4u7M5NgIS6^IoRQ?dDMGTAF5htHGNvO358fNLS;B!s;`ltKzncH*n
zx%pf{d)NBx`8-u-KF_NlK~hiD;j?5>Mz_}n8yh#S6o**JNzv6?&AW6rE~pxw-gVHo
zR`=#58DcW6Qv-EShr_b<OZfdlR7lHnK4#UoaKs6#9Q~XvZo0KwA@1$vn{>NZ84v2m
zM*Zpj%H7QuiA0B8QHYROnCH$}3JJIQqc`NE_02V-OPbE-7Qj?Lw^UYJW~^uLEBggm
z@Mn@$5!Q>o6J+e+>UZ4c9i-EihSUY=N^1>8ga;;4n4M69>mJ_No%vBQ$@2;Ayg#jJ
zO6lP1$kgr(RV=mFAD&PBoJpeRX`n>yi|FD07*o-+=*?yPIr~N)*pE*6y8WGq2iu%d
zX%w(U)0{~B$8AZPNp5<I_lY#qp#aid+nCR;?;F>Z<63W?k-_b1=Y;Wx;n5PoX>;eR
zBU0G>9@Q_80><L3bKxTo!O=M4Hy){nzx|RDS24oWBf_i7u44fD-iK_U5uGW$3m;M|
zCD3-Djq0LLwEJWyGKLUCPdgAxz`d-B32BeKiZ$UfR{9XjEQ-(JX-A6LEP`PgB0MOK
zNM+L~FR7fQQ{D_0!=ZXlf8lp7+A*IV9zqViS*{+JpLKCHwmXXm2?byE_ENg@r;(Dn
zIJ}P{ZW7Sk<(%^fb*H+zTPtOmEGKg4Y^}>{0jg>NmVUvB*aPvE_2!~hfY1R-5-|gs
znfzWF@lnvM)__V437gj-$S<>mdQ~(y;XU^Y=LwA{k3~-(F%U4)V5HajvoCJINwA;X
z^?pOh!kM_6h5P&S67Mpvzx9@le6g%0AUG`eVn=W7%b4gh!(>TlczsUa-$nY*U-?A%
z>dk-=1;Jp=yM_=n4d5X^^g@FO3<DPMw-J3$OMGah!~J{-Z7^Azl~S0n<xH~@v@wco
z2v)ae0roK%Qd}I0;#9+G4nze!ttdf3Us@eYiRYp~H=)`P`m=1~sO)-+O$A^5m(iRf
z+0cR8(P)tjXZ}2*M(;dgNyLzg{J4XkQT!KS@Sg84_JUX=ndh)>At}(T0BPxdK7!Kf
zd5%AixFNpBdP*p`m5uM<otYZ!;e2=gl1kIkM6;Fi&)BdR>{U+>?4$a3n_1=lm<UDw
z{ONnz4bb7Dn$ON++E?<p-7?-k&uGO>1(!Frd$$A61eRIeJ-yxm7>Txv5GF@6OLF?v
z_~~7Zll*fMo8$$ZUYD2hQ15QN^EGJ54QKa&-bY^DbCgEBZWUV0#4j~aybI*o+z`0x
z4ehH^t5$t(oZH<X@>mV;q9M`9M@XscU>_B_K%Chbpf2^)Y(IY)t(Ub0XVApE!{6L*
zpQ-)rHsw26b6oWt@Ao9!6Q7DK2Vd5AhB>>l*^0r!xpG3dY?dcy`DO1F$%>Hi(iu_C
zl!m9*2X6pzr_OZ3Y&Z((Jjz))pNux@?xQU-wY|8%1csJI(xZ3WFS=40meh-iJX9x-
zpLY2O8-R{*b{#V!y?W0?;WOfjaz=>nuXUNy|2+PU8~V~hy5i=+SD%WjK#C8pX62!0
zTKx+_3`Aj)a4lHPnc4I0QH{&pFTwl`BoYm0_Zk$RzbEh9YE1wbUFszb_o^r@0FC_M
zvVgnCKSqb_!XWd_a_STfNaW1ZyIlk>CQBvj)SO9gux&#*;bc2w{As%rZPZ@6oVge+
zsQvk!b5sH*5P<_Lx1>T=Z8Dk)SG#Pz<rvMM0BE04mFj69>#e-WL$lf6%E6@>)qGJh
z{yACL?oD79HgVYlbhrESg6NEd%C}?lUfbq^jc?)Ub5M=8nmYbt%Pzag1=C<8AA_~o
z;hPc+kf~xKz1a-v(M7U7HSz4Bp=`%0E}zFxrGb+(2A&{IQqa9BG5^-QdHwD7xqkHx
z2=$9SI5Qi<(8|Ex!Ol?E67L_<TF(p*f{_W27VlpaCnp3Azn!%WpS25~I_(daiH!-5
zm62W(f<{Ky&d|yMkM4&l2SFq6VCSgs@Nb?y9vvG5jijN0sqX(pPR`KY+R;wm&>oMG
z`QNhq)>aNbs_gNY{wd){nS!g0A>K~`#)c5w-2btP>3>-z^dlstYx$Fp*UnVeLQ>%$
z8w@R#@K{+PXn5`Q|FMmYmI;DJ$U@iH9*=?khx!pwHZ(Ohalm7wrG=nT5&8E86Wu@A
zer^isTAEt8;*tJKBiX-sKNT}{&^N)Ok+Qb4)U|-15itC>aw>W{ItUt32VDzOeO@bL
z3q!mgmH%kr`&Xr@n3<XIs2J#(@aSo2Y4PZ2X_<dO`*+R$$@PyKJ5w76Yr7wWb#4C3
z6c#$x|5atiA3*-o5PZ7!hX08Ek19*(+B@)@=-T1Y(f=4D@2KbSFX$BP91Z^|>fZ+a
z|3%^b3&S6Tl}!yCOziR0=~-BRO8B1#0|NuzKk0w+{@-X8dV0Kn(*IlT|1%d86Z4OK
zKj{aq|EB-3??3c^>8AfVv;J84-~4~hwEwdCAIbkn{Lud#KfM2iI|PlOmA<ussg*I_
z4+>ViR`#a<&G<pf)b79V{PCCn>3VEGn*P%cLZ%iDhIV-Wc$R~qfZ>m}AD|@+t&AN^
z@R-?{e|-Pn7j$@ZbhM1L|0w$R69yp?dY}xhAg_$kb=^q_N01J#gdGM8hl;n`sUw3&
z3Wu@}_t!6ENiF^cuXI&}KtwjF1k9?Cx<#(Ei2%?_(9*pK1_v9J9EoLMGj`2vQ&<Ba
z^BqB>Z6%9=%U)`FqW!r0`TP6b`g!X*%O3aduV0>j;d}lXL}*}m<5#;P{F(sy<<ddu
z8e?<yX-@nL1S?3%v<wUK$~(s#=NFKzN&g6=(J2lbXdM6=BidM%>RQJH)&1Es?|OcW
zQyH1y5YJh$%r7V$fI~PYg_gToJyP>rPL;~~i3!Q1s2~frUnb2<IdTuE&!|8?NW67t
zNDPsrLlq!8Cj=(Z=g903>bF|IexU)aSu>@P>ieE^qj{TPFBk$PXh9(|w_t$6;hYZI
z$?#&w=l1y^hL`ryI^eDQ=JNIY8s5!+10`&83^U}~6KD?BOI43Xi-3O)F(m-EcD8or
zS;6-KXtS-T<%k1s`!!|q+aV0`gw29t=hrn2KoFxqTMc&4U*jbo?kVSv(;9%#?N(3N
zp%JUt-+lV8Z&2`&VBjcE{L_t<8jDL!W`>v;hPdm$KEc1I*9v%4^La>QbU0MsC;|+Q
z>2@H9IHr9*;<U1WU&UA<(JV;0fE+tH0Xt%-IyoUUV){EdK^`qTIf3pnJ2@d;ay{km
zBNU4G1b3NS%F_A_K{|T@6<Y>$=rJT9!iRE(Bh?arMa!xnb?YMufc77PTtcbo4;8wd
z2nPirc&vZ}yCf)u7n{^ApfF_drIN|RB+@xmNYGQ`|II3v$7rZq*hb+c9|02j>noA-
zi=1^Y2SkosX59sy_7@kScr`K%p$t85))lf$b*<`-On%@O;K<<0Ll_Sl*@>YcYfL{n
zRm$z$5R{`F>)L%R9uhO)jXPVeBqlIdgN=kQw`vVY_#_4J5CcEGFV>2&Pi@Vp4$=N!
zKrkQIJ0BQQ%T)tf9?MMNdox|nqV3wxKlMF9(gQ()A{#iYcNa5<+;|lm?vzd5qbqU3
zQz1ZVhKE|dW#OcLG1LOMN%@{2hV%e*k%ve<d}tw#gkiL0av=r;H%yVoAk_rYcukFj
zDVrAK(!H6vJtl4NFVg#T8%ax3-D?*Mof00zT~Dd3XMYnH9iemuG4Y{=T{r52^dYMh
zabMINOfL84ig+dO8lu6DlN$-3ROD`l5AgOZQJ8&q2QHI^QW@<elW?S&CTZ1g1jgdb
zX(dUv2{=uFV3rR9d2^tT4e)lYvu`{POJ{q}b!1N>Fg#JHgMF5J!jtr9RYu?gW~{Jd
zQUXXs^79J8=N3d=5(E&^GcYg_Lty2hVX;HM89{d+lk87K_yizAV}E}T^V20Dfy8(2
zWqSh*o@;O02Y}b?4ccsv&+O^h@cC>jPD30(hH*L9I4RjbwQxvtQdnot+7hmKACCrK
zI16obYkfs*7C&xi6ML_I^!LwUCq~|XT1`kfGj#LZr&~m4`JciDFBeHy>O9;eUY!nR
zNv@7dzZQUIvXALcLBE>4CV{NBoHzG-p3N(vx>V06F-C=Jzk2l-#mH}3e1!(hG?Iew
zelm#Y)Kt+vJKm?{M{CoZjqxbXt0pf`UTDF`UaBL~Ud$0tD?U-$aNq47FpUvEpXE()
zxx2bY6;@_ll|*p0?AF)k@fA%AB4*3>Rb&lbHAj%NzL#WIOzMuRu~@z_kj#!1)jcMo
z4LN?*Ba1(2?i*CEdXUPaW7q1nM%yGxulg0ENBQGoc|+W;Ly`S{{H5Jq%|_9BxQU$1
z-CRLd)v$5RY`yl46LLP18<5RavuvGwt5=x8QuV+?emnTZ`l;u=0j})U=X*}Ns7@N6
zRR=ei*zNPc=K^tWDzZ#&#k4>}9Zkcty~C|&zf~%uIz^DKo|Wu{<gA9#^zkOTlrr`P
z%|Np4F;^KT`R12Ta%BNldRR}h$pBU9h{F>}CPr={DrvTfh_*Rps`)XvaNHiQ#zBq&
z;aM<iwT4*U^v4wQ*_%QIcS*H{&2!!q_v|chE%p4%iI`jM6UN(Vni{Fs3wWl@RI_~h
zUE%&U)I;BAZkYlEw|jDVKL*&7;B$G#SN=?_PB01pmZ!tTRe7*6aMAmc78hr{YQxKE
zS2em&az(L88{<59Kzg5tgPHE?priqGYw|rf;Qlj!%Dno6i~eiaNz-F$QAjV}TvlAy
z-Gz5C9{J0_XL!E9LmjnAI~&e0VjmO*PU(qQq)HJjET=?W%P7!m>S<|HMBCF)A1LwD
zZIJYL!=AF!=OhV|M9dS=vv(+1C~tAT1bHMM<Ti0?l15-?U%WACBSw81eX6Z!0(4w{
z2)qFpZ$|(j6@<TFZr;pj0J7_Ix7KfT;enM*0y}$qV78fAC~RPIe`>HVQ?v<;@ZJPe
zLeZpoww-=)ABy`O4sv-ok$tt87z}=Wwg4>2kV{(ux-`m2VB&<K9fZn0iy?noZtD3G
z2@nR#T}5nDh)UxAuds3WI4nQO_xhHT-)y5q8>YRn=ZvztO8w==bSI)LeS=-dFk}ir
zQ#sRkonX>x{<oZ3f!>$4FM3(`L9Q*mFVohs$hIId*CA@~zZny7aqHOj-!XCCv(NAH
z<1+p~^4=-D@~+w2P13P#+qP}nwr$%+$7aX2t&Z(Z$F}pOpZ9sOzHjZd_qEUVwU3f9
z#~d}QM%8~F%=<TL<e<MbXaT?f&I~3<ldJfoI7xW0sW~d?PPx76iYCJ2W;a}*>G8O`
zwfPvtG<d1pWSM`jS7p;3dr$DVmlYc-^qlsW(He4!QNzV5A)aDwEg7V}VwcH=8%f7O
z$Te3BZL@!CZRzakOAGeR%NpR`<ErH<uCHdy-)m%N;OWos%cPN9FSd=2-GrC5J+suC
zW!aVgYMb;LM%Ls^+Ytpb-gAhcdh0HAgIyx);YQHnypRqnhjz=Wy013yux+lJ;bU%h
zFfFI(v&OE`fcx_&)sG41HO3E%xUr6o{mr24U)r`MRNf|4T>Xr+PJB6@?m4vi+s)u$
z?g?y~>1g0ox6$X$TL+BtK=9ZZE++K!$r>WaX>*AE<g|p4ksCKu-CU%{3N`I~CuO{E
z+mmV@+Q^S6emxxgYB37E->PB@Ku{du2ZIJ{slP?jcC>;;icQqR)<Sl)a^Z((m<Uyt
zDO{CRu`yW2uv(s?D3Pprs#seyFToq_*;KtSM6@IvV<ih^c(3)`9KX4`y7}I2z50B0
z5j=gg!O}~4Cj%$OlR6))j=wA>GyqrlKJATP<LWDutwWY^^9XdonrM#Bhuil$bj?dz
zf)OKXa?e1(zUidHXJ;Nuedr|$jd`aBR5&hnNpnBTMZ*CLXO^~6Pc&iBGKP3q28X`5
zN*ssDVoM?AC?(s0JiVHg!~upY4#_Qku*+S)Zjj~_#gY>^Ns*{?V64VY_A9+~3_Qkh
z(Otr2{j6RSzK(fJF=s!yjb3<8E{L9oQotBEE(&=KyRCUr8)a-_E(3YT`UZR|jso*X
z0V?Q0K6=qF`;Y)z3(bK21Re*v`L+#AVjFyK54nN1KA}*tUDmZ)K}#r-EO7@Eb`z`u
zNhk670SBnI-C1wv<YCJtLLJ{aEuQLf5kxtA2AV+!KIgos9p}KY0u-2xI?W^rtJ?6u
zbSd~L&MsAH1Vr{Kf_x2}r6>x*)LrlxNgH?=2_kl>`d*DGAT#N~o`N>rtncI}ji><w
zVhuyYC)6*_)7CL~BuCU)LuK{mbHGXFs7cUMM<Rs*QY;oOs0w8Gc#z@<(5S&xv;-Mb
zs@ie$nlxjgNQSe_{>*IVy%7}Up4T9z2HF)8^qFm>RWsnA*;^TTk`@_@_!r21MN-2f
zpfoY0v<i*r$`8VCHNO>`!WGOGtz@(-7LzTRp?2@1qEYTWr}Z1n_d-00jzc^_vuE{D
zht&}}%NE0kq68YlE$G}adodNLkkayGW=SCqz^AFfF;(Q6bjuhKfs5ucXXiN4hP#nk
zCQ}yY&>C=XrJ?4Gr;i;gY*T*6lV;|E1*#5@j#Bpm%!!MP>RoPxG;aV!-0rW;z-7^<
zPb9N<K<UX;qkXkpWbNqcedh*h(7xz=`96!xOUEW2kW)bj--M8H&#-m$NivCb;H0x!
z9d0d#s@E<vMU1V~9`Sgi+rx_ClsJ|p26RmZOxFLVX`pJLF`1X${#oYDjF`JBE^%$)
zEnkZI96w?j0^GAjk8x7oQdwAz$aa8CyKFEKz2j&S9g@}|Ro3$)JH@EOR)TUFwhGHf
z^Mc!?q*dbAvZ6^Pm$m&kBYI(b@zuDUIJHuP%V?XqXFo4iajM8SZg?<NZry>-UR~k5
z0B+6Qh?10qjt_c(`QW5Af4tLwhFd(+_j_fWy`R_q-I*Cg^;XnJxBL0;;+7gJ`?nb!
zx5uAqv(uYk=Oka<xeb>)c`hwhv+@lPmf2vjI32eix1R+GeWdLs`*`GCx_8LR@c3q+
zoA0geH^`AE`rGHKyq86(no5W=(NICXqDx9y6KKX^w;Li7BF;uT$3MoIT1ib_w~*NI
ztX*(zS~BHqM7LNObK<m?ht?q`<)J;|A!tWIVC%1zAskik?CcgZb=j44g_M*oW$HWl
z6Qgd61!y!ehsE^YX8jA5s%vOle7b5z&Lht=bbhqQbgC4eXMHEZ(QrSj;^~&Sjyl+^
zV1IsDF5LPUh^}7m)@VxcP4v}Q*)n-vDAwF$OB$$%!o@13KJFwd-W;R4W!z4Gc~w(;
zoWA~~thI9R$h}+7H%TYZiGn0IU0IuT=v(}RpA!wmXn*>g#67{@_FLs6<E7B(n%^{9
zI*@^z#8KVqY3_Av_df5_Wm?l~_vmAwC9)hcKjFW5?eVa?$ik{aJBg;^>(ceQQ?&hL
zdS&9}Oms38DWf@Cshn@7O0mcV{_Tp)R2|Pfi*&WVhyjSk7MzviP!zn5MQ>z;1_C)@
zRjs1SozQ)ic-izTigl`rtFC6>a-j{-K!w*4vZFntr0Xi`F5#X1KL5nH*z5E1XN@xa
z*=22ks$0kM{Gfx$Z$FtVt=UIeeNiYenZpj|$9dKmxDVjX#%ma?Rb3uW;T!j*9ilK{
zk+@Gdwk{2g*^9}J44j5Ea=34)O?aDg<&s^3V`rTZ9zuIkkbFI!w4V<0VY4a6W>%&+
z%JnfsJdb8MKQZ_CR1ksmjzR4x<sNEQHtbY(n{<Z8!D^;n4EO52+&Xiba9CSlb67sz
zYwG)o1Hky&##0uzu({m?uZNr@Tc)I_#9j_$jyj$u?jN6HuT>hnuqHIg{Cen2P0n(+
z_-tC6^`pdOEQ2{DDE&e7)oK-<Rvw?}x?t<eVr?u^NszA}3)TJ19g17CXu~@uHdR(Y
zTq1}oRInUJ*Pl|effFimJ@+=Vbs;walB4J@s9cW6ZCojX7i1Ks!<xnRvgs}k(_miu
z>GJTR1BL9-VB<gHA@Qh6dtrZ-9n-@fqV?fEq0{mMNrOTLj!Ew%tJDJc!rJw5qE7=;
zb@0QnX*Pw)&VY%+qdf`08xLSQ;tHe3Fd7m-jQ7QC8`*ylV1(L%o9iQ1cO$Fz13qDS
zgXkz20%r|X`IUJCb54@Gk_W);0%84}4g)9)mZ`;n?N>n**dk&(<{GCh7JWu@yblr&
z4}kdY!)U;uOt4AHE)X(vnxbDU{G9Cw-A?pEQ+6-F9&N>gk1avuYDuJ{{V41}sWk&@
zgTPcUk}qNdjXwZd#0@1UVTH{bS-6#V=7N(vy#vR?FaX2vtvc!6U_jd$q*>|TR10Gp
z&n6DbA#ovpPEMyXRq}%M22=GT*QbP-0?t0Bc?N1WHl$oWI4jBk;tiAIhkaGgPAk+;
zap(vVq6l$mV}x`e)_Ac6fD@<_ig(D(9N5zNV`xuOp9tTLNFUQmEnPQB36;p1RA8Ix
zzU+nk9MtdN&pQFf^hllIwgj<|ja#VL>$5qF>>tp2Ul;N&?|^Oy<{Bx8!5qg0jUY(v
zjglLZ^boHO3Z*7(8q;y`!zN|!<D$q6$q!HvnH1EQdrOv3mYpxaR%Emb`h<~-%>aGr
zaEe-H!j6pYN}XxGO_C1}vwsINrD({0j&7USFgj7!7y6iTzaJ6R$+<rC*}kM(6RZ)V
zC@$W5e4G36TXUT5Ty7%eL33YTt9l3L=~p!kxHVF<MVf6QJ@`Df;Pm&Ml1$8{+VIS7
zwLxqM%LbB{IMWGwYbRPj1m=mXVRBF*uh-6P++voA`q!;n-k$A8kDN!39zJ`T`J@*p
zq!Ci0BrT@^Z7W-RH}<sQdk9N!q<RQ>n49CFYS_Jq8~pk;q3sctz%?9UQL$r=1zD9#
zmhm|Z=i|$|9=qAxBcJ_8xR?0uk{{%;<92|z4W7+F_g&fdJ8OYHn5J>{K4;)wpf1z3
zO0C1IV55$R7`6uvzI=EGaW?~R79Z4nQzOqDXTq}RD-n*fM1*^|bt)TlxTs=7KZocB
zo%TEuP=4*v#8}a2);xSW_fK7lwWu+-vodRfyZi0=Bd4F_Ug_oZ#bm%r8S_U>Spo};
z)!@rYMp4ootI5$q%THdfED!Zi-w|HajFpk?T?XCJpLOqRcp5OSc`*sTz;f$!@CGQa
zOm@bP;R4Md_v=5K8>;T8>eR83PLFZk2~bhGtiub|=AFMJd?feCcu3lE5fH8^J;Gc^
z;GffjQElv*VhXI|afL<?idc)5D9*8LR;3y&HNWjL=o+Y-GDFQ#X;c|n6&w%@M5_!R
z<Rl~E9DHeatZnv39OPOjdFd}jossrXR?doDSvfTX=}sJS^rN21*XbSf_iFZ5H*T#F
zKI6>`j0=L?3VyNvmc3#-V)FF7sc_BN+VLxuX|;lGCp(17>cZQVZAh=aZey2I*bsXN
zUaGX{>8fffZY#fDTKu6}t-e)T*-hKp_>h{xe~)-*+H>AfZs}k$RB#hw0wsCqCB;2-
zdw`09I$0+zw0yNB>0(gIWiY`nXbEVx+3q>SB>|qu1Poyzw7|12x(2a4nPY<y`1`?5
zBeaBCXg+n)s6|1`CmYAr`q?(k$ZR#W8~tcNM|LAMxBV`gwhBbsloq`Q57)KTTP%%6
zqaSwSVi%{}z5wdh1QLofd)fx%-X)oW99RQflGgdbc%|R<0MXl^m1JNnBdW|eWF93o
zDvK5+5P5NTKmP1IDx`z*{lncS+c-OD+Mn30iW;_^bm5qmC`Q(zePV@6h0}R-dLgDX
zXVlXiAAuUvF*NaUxJZ0>5tBrqa-9V2<Eiili<<P&br?6Zyb8J8{#jP5u6)6$**l+(
zRq0gCh&z^JXW~Z(Qn@YlJ8%Vh#F}~xUi1htS2&4HO2oJ&Wsi-lx&&f}HOGj?>6!Ss
zq`n=cVj^qo(+DM{V5!q#IiYpwi&3mzb-DB2SoKi4qNEKrM;o~@T}D-T&4jyT31nuv
zS{7O4!8CER%&GP`i<+|WFK3hV$kDcMI0WYcSP6sJ`wK;(HZsYW)`1wl4xn@#!8ofF
zht8ymIjAIRABr^(?5-zNf?({qA6Cu8>1pVTIW^)56>=qBFfXT#(4fEPiYr7WWzQ%K
zt=*orPESJ{ItNyN)dk4&o`~2aU8jO3Z(pimd6Q!m0Ma|^=~+j%SmZfI3&QlZ?n4w~
z^i*rqN?1JTEK7HgVLRXaaQ8)^iC5Ks(L1Ba#M_!B)L8wLx67OpE08U+lbVDrMSNZp
zeKB)TdMUBc$w|EBGAc+sq|l|%rpdV3vM?GNj4V=(>DgtymtSg}NvRHA-JDBOXJZ+L
zdi(gCr^tNO_Gmi_)#8<2Ma-INncg!CQA<VySBJV1|4db`&@YMID7f~yYkBmH<&)od
zNKr9qlS|U8;hL|wS_yrm-FHkncfUanq;Wpq9DzwtVPB1PxZRgpPSt>uv#S2wn%Nqf
zSAXyBL$pjsx=Z+=Bw;DAv<ZKSMp`gpp67J%*UUQwTM&9Ac3!OYBah47pK8P2KLyPF
zb^@T_4}%Uc2#5s`2lV33^p0u|-fc6kXW;PNFmh?TMA3(76Z&kCRw2YS!7^G>voxCo
ztR7%VuNZAsC-297m$IcQMeYXK4jcMn?K7L<69Gsg(*p3e>N|c4!2|A5#+|07)kf4k
zts=(3bIdivI!LGPWni>pt_AVd$i{oP5%3I6_g8be%bCChq9vl92IZe|3S{=^FChLX
zYjg=p@wR|fdv?G$U|SHG9XnXT-C*};{FPmMP-~DI{vIunJu?~)&@n){LGPC5kW*&c
zt*6ZlXQ<w`LRF*mM~w!xzkBt*RjX%~FLeqdO!{rRP^-?ms&I8;oJ}q}1Ana7$%eV7
zyZ*MS)Q`}F+H}(3n#iOX#}U0~c0l&({*v8hzD`M5^I5v2L5Wd7c$WfAE(4nbHy-4R
z_@$r#K<38<>e*Qr34oNusrI{JES;!z0d6`D9t-k*z&t<cM6+YbFUOvK40~!q=H^`~
zI)lzIdq+Gb(_Q=Q8?r*?itTJqtL?m6(DCttEKqc|l?JD6vxSTSzAK>(q{Zw>31){n
z-1S`K0LbE6=E0ZAx!k*m;6RN|SlNTP`@1$UuJG-|x^?`*bhDNxvO~AJdan0gU4epJ
zj8RzxqJcosExW2JyM9@-MDC$qc-hq4enyJ&MgyQ*ti0pdYMyfgm;pcstvR!lU3hU_
zKKt0Z$UXO!wkoP;6yBq$6V!0MZjvc>l00NCX*ipbZ%Fsul+I<Ihs!u7VDgDezhIqj
zNk29*<uot(F?EO7uyCV^Yn7v7jG~@uqMk8CQ!m-jcAKBq&XJ6X8v-p8lOg5Riut_I
z6~q+v>xaTL8Uk)ab&5=%_|l|Ja!g-1vscS7V>C{L5ashP4bk^H>IsV3KFNDl`wa96
z9B%FOk!$v-(QAQ7=#?AEg|T{|4FDH2nxrjok(cFErPZs98<wqy#Dk0KPe$S!qpRT>
zZuVQWV;l}4-iPp)G9$QLW*@n9Nz4%DbIEzh4A<h{DmUiDm`P+6dyd6~jw%kW^}m#l
z$WGn~cY|915pQO$VjbJ;dYhT@m7dY!di|2)ld}K|kd)Z0Rb*XOck<2(YG>;(qnug9
z*A!Mwh=iJ~#0Q5h!<5rxVqs&e$0KMHxG>((lUOb9^VOFj8f?jeP>m2vBDm0#_(d%P
ztnW?-42|%_*Wiqe@J5Gu<70ebef6<)n1Zs=yS@>!I?}U?08z2fccn*ULZPcb%ta>1
z8Ulg1?zlIoCYL2`4fXf727a~h7`X*lkLu)yPMmXDZ~>M8M1mHNgj+}smXuh~ppv{a
z)CNpJ1b~F1<YF*Svn&iSgx8O^pK=B?$dhvY;Okwel@Q+&=R*8`2Jl6x`4t(g{yR#|
z@&{f18_Iow(SPt@ad8<TNogu24;w?f|KP%Z)7dY0XTtb}vA@=SanQd(@fV%_7b#}`
z2Q>XpQ2d{4_#bBfAHd-+4ETQuhw1TY7#Y8yFarbAA2Q7HUkK&DaqWMS;lD8AKLI@p
z+kb}sZ!Y|QhW<|?EF>ZPCyGB%nDNW3gs_r_(-$t6ur;;Ahx|kNm0axYtxatHVDqn?
zl5;dRas0zb$t8@xUb1lZ_=;H3#LVIgWc~r<UpfI3ia%hJPFU?v1b=Vtzg@@wD?5Kk
zGrktXSEyRdEF3!jCCvZitE_)W?Y~p`Kk!vX2DbmgQ<dd;<Ob=XH*cx91JM(s;$!nq
z9I0`h;Azg<25Az?klK!C{Nxau!qBZJe)@X;OijCJBg*CPcB<teMd#rdCaJVWsAl&F
zOaeW$S?kC+w<a8wzGxxY-Iztsvj~109U!>|bsMnvm4C$FULo+xV7w{g>tUR$VffgI
zPUaU_4;)Y!orsF4F%^wZc>;sg5}s+|J74SDMT`+)WhP*j%+6ga#Bck&4RXObZ!vJN
zwkmd^x_O92(``FG7^t3HHRS2Uq(J4~J!fMWEKn7EgQN#IQM62k{BP_159a>YCjAdd
z|C5EUN-_8nG<>D}i}L?fE{b2f|8If7R~>xiOxaGw*5VJp#{Vk=U+MZ&AYWwrYu$f>
z@_!Zqjrf0NjpdI@;9m}jxI2p}Ie!uHf7Fwh5(EAp!G_{rRU%|(ZRe<DZ(#KItdJ7}
zBmO_-A5Kh+Up4gCd+CIn7&*Sg4F4Q3eKGVu8i+5?zGm3*8UD3~kqw{W&lkWyW|+TJ
z7XKPB;{T--_-lq0|IefH4=4Ua^$+Kil^NLZng20Er>xBUB@g+>YGq|ce5QZ6{q_3S
z)5-L&H*w&z{OyUdG8_J1nu9<4rOf&zCi&M#sLL5zni&24DH1kc?lS(p=xgvL1^L_b
z*Wk<Jzhn6tFn!4u{^7va;LH8L1N$0q;D7DMUr~My*zuYEj`C~3hX1uW{|rsu(auQ8
z#2H_UPF`3PpHA7t{YxbxVe_S+5&HYDgwB7aj`h#df2Hn!5;U;Uv$6h{CvH-0({_Cv
zp&M<+ZAEI1-Ej2x4ICNx%wVYiByu<c;345L2#o?NmgoXO@zImWOXs_(X&NC36@z?U
z6HGYv#n~iV57+C7(dzl)>2l4-^~FFH<YFe9o!$1k$-@Y>VpB#4C6fm{RtmBNyrs&Z
zKt@G%#(Q<M`eckN)$N9`0Id~UV|X0M2eJ>{4Fr}r)!yQ(T!QCOJ}pdP@1TeQp+C5Y
z0(z+E6hXvCV+i7Ko$7>LgBo79h~{Q<1J@gz{rn)X#RuUIWHP-hBp6$_e`XOvxd((j
zh$Q;yU>^&by-Ws(!^_t^a&HXw#y*g3){wvh;S6IUeRSbuz6{;W3HBLX;T$mJPR6Ny
zAverknt}xoN%T}a)HBG2AlT{zIkRXWEo+gWD<CU0q5CJW8kocfU!c_btv4{5orG#$
zI!9|r(CJ{O&ZI64D)`sWEM`Yz#1L?;TvXEXdE$#eTHE*Knh%|r6}}Rw)Twt)Ssvqh
zZ%{S2<op<Pw&!6(F+KtAM0-q(LBLl~h{=%Lu!28?S0Ee{F%i>9dZ7ZWV@X4DV%0U^
z%{V0%o|F6mMT#U~Z1#DmSqU#AUEV}N3r5UTA4hBbg=CjN9Lkg!uNxjO9+EU)G~hj|
z_?87uY#wze@E&;4d0edFd@+f2gIw&2+ZmXu&@cPKWQNz7<1ANQ`{nPs_#kcsP9)F!
zu(&jBB&p4|9@jn(_b!=YqNSZpW4?8|hxeP=od$)Df^iq}dsPfZk($HkDvDcOL#NlE
z->Nj8y<3doTr#G%JsLexg@F)u{xUmI>4dCx_zo6gf;$@XyIK3P@<WU21t|w~VqC%{
zUNu$V!R3wR7Th=dJkH&eUtP=78r(<itgy`q@wZVzu@Ddnq7u&UI`+z%)Uaw&zr*;L
zPO8q{xG@7LZsyAHyb1i0uDJTg1vc+#K-m0<PRI36!j0d$EGny)DfD)AGUsgYTJ9=R
z2B6Lp?c4qu%!zl9)%i3nS%SF>)j_{kNFz^zxK(;A;9!`liI*$*V5z%-%ez7w35YFK
zYWh+<tt6Ne7M~G#Ro08~hVJ_DhE%j0j!c)tI7<kLer~9}5|!rLYeluF#)%)De4KjI
z9H^w!({(oUIcupX(n3`axRT6q*7b9CY}F&cjoQ0UivF6FtQZ4z|DfV9If26}ic(jx
z)ZxP(=J!<DYT4H4ZZa@_BIa<EfOUq|x_aLQ?3K^;g2jwCMeaUPcrI6SMd7Ig{2_T`
zSj<ihKzWAZ7A<V4;iW_79h0Iuc9<ewpvOq(bSA&S_^HV)Fdku{@ql86i|8A6ooljK
za6FTY(~~z;xw<I(7#|O*i<)C;Rb`l#rxVAehmMxOzE?-t!SBQG`Z%7ev{*ccbJcN3
zCuQt6VwX9)R`;Uoa?-k6qJDm^w1(MNZvD-;ZDZqzIf`(3LojK@ntCh_mqpNduG@MP
z3g(sfp}WHCV>*y2j(Tn@;RfnhwN7oeJ%0>;AYOtvWIP-r9@lVcT+%{hJk{t%U2Q6|
zqsEFFb*IdHzbIzZ?5#q_ia>>Gbi@}XEd=p^D8;Yq5@jrgVuS(PU8iYd`CL^No|g}t
z@OoRVkKDi^9xJUjVQP6nJ;ra-5m^7LxwmyI0{4TxZO1_h&j_ANzpU6arkxnyO0Uh3
zecY(Ep=ame7AxRP{X2PdcS2l2QU!PX&1rnoTnOXX`uFs5FcYQc-Vl%pCX|6e1w{!T
zIt(GTG@z1l&wG%nbpiR;8{O!Xn2fgWC+OV>%iP>h2rt{EbriAk)D7(dZX^K-7Skjo
zA!$=H;)rj;2b|0U$=96F4R0~gTp{-TD&-T0w+i5@BNEhB&|}08?u-fN{8)arJ3zgO
zv>apu<i6UX%6&KjgU|dr0=nyCf`>}yYBA#E?;PoEWOYaEsV-3sQd`|z!@3pxRi$(E
zjo?1;`dS|99@#??SJ)B?&Y^x|>St`6v(#yvbs<Vj^G;0Jksnkx0%F_*X@~x~aG_g!
z+MLBpfYaRW=Uw`>kd#!W7P&pz9MlC$T_X{LCqylssr49S7av!>_c5x)t@z~=erqXn
zzn}RF2I9djPex!G8etBti(Q*l=E4^UWJAe_qKCF><dfVFF*x{&i<T5Pi-->&{SwlC
z@fJ2ANMTW~6ZJ~bD2?1b@sE+uk|T}#O#M{l45pDK>~_jlIA-liBqexFIaixfKLI3S
zRcgX9d$~SoMx$wV(Ex_0!9(`061o6Ef7`Dtxd<fw7%uFKU6uTiZ^yy>stTiXL{3*V
zU{~#yH1W~%El;@w-SU9O?G}{GFsP90FdxB1kp+fl*{1XYdM9+K<}+^PppD0z?fx5_
zb#_N?xL7WhYA0beeKK@nGt9R%_C>~=Yof2CXs)Co%M=CY&0#|HOjWJB9sJeg{%#40
zuCxKsf-mln_}A<60{aTcA_7!m1E6^~KOCZLCQ>3v!LZrD*))OTI+cSh&GgD1XWWDx
z$NO}c5~?Ne0|^3;mC|&zxsrfo2$QW!_vIM(;dB(A+9SNadBQi@W0;tmXWhy`Cjrq|
z9FH(xD4)7?RTewU$+ML{EGx|m<?P<I=&{yUDdKgz&!T+}GpY|~JB$2izB%4gC$wop
znxp<CAGhS&V=@WB2nA@PJ9QyBZz?qMmF3XofVMJ=Q6k;L>M*hZBs}WDp*B06*RE~A
z{ynxI)M@ifXw0TbwiqM`+h-TGiq{~%Xqj3t_G56T+I)dcYACeKG*!VsC!Q2VvD8C<
zlH`2FB{b+4gr+k~!?xW5D*926o-J90%XcsgN+tyz7OkHbqSi>#;u-~nG~RY-zamAa
z&1GploUjrgSo;KZN%CpCHpWc2QrdYsnAcvBep;4yu;yzlzE0VXCE0aIy4wp`F1{Kl
z7b!{6TK;~x=0@Jn6VDCYJxclp70sX42*r<$lH||6c0IBt4YYSe1(;qTW>CPJ8##)c
zDzFy!%@H>=;I*8+_OUz(?%UDGQmp)UtRq*Zdvp!@hwp`8P`~W=7{uUkB^$~|sCll;
zJWm*;^sZNwyT)oftRbnUeb4FwUM&x9x)!{)RTk^_oNV?9@N?Wp=g6XN%EPG7xeW`9
z_Xxzed<zF6!mxd&gpls}u4aIj<aqX5b8q6!!X_fLzz<evVtLaOWH<JX`d}=$U80J?
zeDC_-AYLN1N=|AzOdwCqY%yAENMYqTw!(Z?xpTO{{mEeK@ASWJr-Q9;bP`7tK?37g
zyCzfMbcipk;V>`w0E5lweJKyZeq7W=cBFebd#|Euk?OuLDMdmiQ{`<H4>Nx(@8_Wz
zDx;z#3(GWtapK)n+yU<|BBy_(zm#CO*Gb}PlW>+P0rfP>l0Wd$#BVB2;_uW!KtDAm
zj(@HO7e?We(nsZ!!~gy11dNHpql7<2_!Hqfs!@Q3zb<DA2S$=1FT&>c;A9c>u(qS<
z1#m}R%&2LLk&EF1Cr#&7Npvdb0R&QOH2@^w0eNJ6ubSfSbpe~>v86n@$7bc&JuXF@
zJ>Deu@|TwO0j(1eX5Bs7yaDl4TifawmT8YzUJPoaK8|zjgW>N^Yu6nN2U$7nSB{kk
zu3Sse-p_c`KTO7KHp4G&QPdNw69{>Q6CSG_-^(Obw96yS(Co+~m<H4l$%sw1pJR(I
z9uJt?0TI2$omn3mXRPz&*j})sLtwljYui97-t|!zdnK{pD!4Hdn`Yqxlk03u3xGqL
zMMU=}W|}_;^+F$@6)zqboyig$;Yf`hQ57G8D2f1JN>&?V>t@0?ixb;t!fo>C+fB@|
z{0g-~AF!FHAK3C8V4Hz4Z~LH`XW=oaaDg$6+{%eznTMO@!(B1fmh>7YW^w|CH$PCB
zFZxjVjrhI?kcyirM~8@7XGVhi=YQF&_{*N=|6wn)DnPUd9EU-tM3X%;q$1?kmKsfh
z^lnE*$hWWmu<ZjZ+py%7CpP^>n>L`#l_%c)3p6i4krxR8FUwJF2@5q@1BjGBP2nLR
zuu>RnV>%Qlgw{8Lb1V(e3N=GBLe#2E+sM>eXFbzo6|EK^QnSHR`GKYOObFFob)^GI
zNc-x?4w54QCs%Y5CohH8{f$$`dRae2)1hs^8tW7d+!QF;oFQK$WZS3|4-z(92}7>1
z73zqfI8zK85N+|+P*DmcL7VT<R2Uo0<Q-db{V>}{+8>!4w;ISTD8j}t?aYcIhs4fk
za~Fn2;JbGWivO~n0e#Nlopo-v^9%cwmUq|-5-$&Nx*RzuvaW*~5e#MG9u(w1%sRB>
ziVg8B@hDe5LQ^&X4HXbJPYIg)m}4PV;$y4~Z-Xc1^Mpk<yu&DG8EuLTx&O?o$Jol_
zwF9>qvY0z8&rdIgm5H(bMa#_6NW=S$`$a1bywb^Ox-oftkNF*fGRjMtbwCr8uFi|&
zB!I6TMzmj%X#ELF3g(<+a^w86KJ|&lxC$!|1jlN(;M`Pv!k^eR4f*G5f{lPdBIfE+
zu7sue&wzbfzqH0dI|2)tAYf(JOpJ>9vf9lFLKg*u^*sCq=K7c(`T3a~k)hQOS{0hV
zd_*K=QZ|uC=tvXU%QLi&0#ceEZT^s!5%PjXaeM7hZh}WS<q3i;|0VI4DU&`WUt=uf
z;0)2`YcxyDwT3eG_3h${;xhEhRffW$>mpj$HWL!>y8e`vV>OLj>1jXD<5mi7Gkc>o
z_3K?|k(oJ<j1<=wN)6RS8PW)d>QzTwLCnm3vmEt+gW{?9H0>>Q1|(<uR&D`*^}Sht
zb5VHqv%B2E0pYa>*aOw?z=ObZ;ncsgJovGvCH5kY*S`6CHGb>;4FKa$fCA%xp#s<|
z`yc@zU6d`ojs@_YAJf0sn-K!wT7sQ{!_MSv(rtVNahTnRsi~AHRa}ZOm4AYfb(#so
zPE31u@<w6!;%o^6ixJ(#n(W4Sm~<{MS|(2fL+da-`j>fp9arfH2A5MhV{?#iR$Y4Y
zJcd*e35Haj2?o~J8-!l5cLg$wc%ExAb;X*M+>@fwyoe%FmjxK>Mgu%_@6}pP=~;4z
zG48cn);dmp^_nWkp3#m=%Q{~XYl+o?^8%%v%MO!@9$@;_<(|>815nP2=)W$sIP@xQ
z>#fVZcW@;HQs0DX-+fqajF39i9qS}G=r^$Au)_{$1$4+}fm25@1zb;g>pLIXW*4`=
z-r;dU2D{9s2{YD_Vw^1cOFT-sRKX3=owO*aWIujD7VV;ZKspWm$X!&s?CR-9x##tL
z4&zid^9%94(R~O1)Lrjfq>karvgrq3=k=ZG2-aFP$-E&oak>8Gvd_W`&UfGaQtP@^
z!(0D|eBO2+yYoIeajmr9)aE&d%QBfAW@Cgc)<nlCp8vp(Pg?vKZKqgsH+#1g;zs`5
zW45T8?bpY5gIcdQ#N{me*?q!y(@t}8pmy!KT*W4$gBmk_D)`(;%+&;v8yJ_-;@DW&
zBZ%ZqZKMjCk0OkK5@a9<gHe(UK$KNMrm{FvpxPJoa;ir6biy|(Fz!;PDrd6Uc%shB
zgTmq{NCR}agH*u&okj$`REHw3a|)N>QUF3bb59)nSa|JCEB|I7zg<@|1WCIh%2Hkn
zndUGL<L<Z_jj54=DORJW3P%5O;q_!LS-hZ=dm`>!Dqr_n$VIv6`bbQ?Q>Nm>e<~FK
z#b#L}*#xu9f4}am^%qW%bJ|rbd?c1j=Msre?8&Wa#N#iJTKC_(BC{nj_c-DyKhcWU
z-A{e^r+_Y_*mG}RGPl@>6(bULBg;4CC6yXuUIO&ZyHRlpV#%4w^-q21oWrfNO|Pq?
z;DcEMHyV}hAs0Lj4{x|6Rp;}8+HDDZt*Xh^eu0ENsxc52E)NP2#IQZz*;ix)u6M{U
z4k`PhfSi&`{t}22sZ&Y$9PAo;5-t@5S7JWGZ=bYrSm3L97q7TF92o)DetHVNgr`{_
z#t50$<cXK8^)Jnfd;TcO=a*hk1scT0@4u5^6eyl=$v_gL10^RVeEDc)WE<p0;N49%
z83kyYQx69x*#Y3UymK6sABO(@jYPS*g8g-er=~1d;ccOPr=zp@G&|4l%EzJKF&rY8
z`&$i7Q-~^Q*r3tv;<oz&0G~JU1ifP;6c{1+jMKYMmXkxWS*~TU-Im`|!Oeuibsr_p
z%==S6$Bk}l4yLXSN@p)3g<~ot=ZN8UMZ?3CgW?+JL$?9{nR9UV@(B~`35ngpE=kYK
zaC#+93NQPlW>eyAB<X3J6!Q&0Mb7F9AQ)Ki(~tY|r;1MOyHI5ud-1KOa^Ciji!%1s
zLF;jz47z!L;jQw0m~G|axEo>Fh-H++F4xx`ySv}#CQnu7$JE#d1!4r0V~6qCFqUzb
zp3tM0vIeCOnwK?Y-D*eBXCcZpp7l{73P@gy2++NJJ&4u}v2}~WA(8TOD!r+UGS=`o
z>K!KuP?i%|l5B)|4iC%i$vP^&Z)q2oKjeZ$I?2~Zg@qWsy7E_!gnfj!b_yO;UJIU}
zHb)Wg_qx_hV^+$w9gY<An>ORM(ck3yS^6rYRfMetUts7B@r|7&V&-~LM#yK}yiah$
z@=B)UVQV;VX8deT8b4IutM~L4hz?dqtaQ3w5_SD?2WF%?<$ja&V2{5UOVDm$3Tmcn
zd>zS~KX|=SX3gkaI1Kdcw4RP<z~l1~-~!z`tmzg3&@k*39^@!03};=wrk&WA*`c17
zqJq>3v-v&;)#qEIRw76r>lua{dDEt|kbA#$iAFv-=Nq6{$~o)p!rCY7@-hi~g3@&L
z2-PhVXE5zMy<Mgk;emG)S9;=HQTA#7+1rCYaMU=dB;quBUqkjGw+!?VkIGC9Sr!zj
z!KPViFgG7lBw^x3kR}yWCzzYh@Fom5hO!C2ct=C%VH0%Bk`|DCoH2+l!%WE|A{|F{
zg`eL$xW<R()<OiVTAikJY8w)jLR*a-P9tMeEVyQRArS!?V!`U=C!B8mt-!VaNMbuy
zFk6cBE^&b?6yaFi<@a_s+HZ(GqC+Uv9o_3}Mwb;EqeI^FGg3wHcJBk%*{j@k{Z=ij
z_90(J!Q^=};f{R}<&M!j*Hb9_A*|}SQyF=;j(gG^P!@VlB6v!k^@VZKbEmn9jUm7C
z^&5N2qo4j;9&@Y2!yl@wUNNj*yh|cm-8|-@%ia;HqB6|$JXSc8C(4;=P7W3poqgvT
zkBm=2zC=8{{)tSe<T%*pkvpyE!g(#|gT`D?1s+-%X`tJy;kFcYNIcn%Fs6nOUs{sO
za*0`W8aftUhb7Gz`Du$KW^UJ33y16Z#_fheOvdKBspmCaKszTNpDIgL=yqXc7SUHO
z(ufg1K~Z;_>hW~hQonMIot<y*;(M)j85LoR2IQp`MryvzoLX<Fw0Jn{=FR*G(aZEm
z!87Zh7J6lJQBcK_n7_p!AZBZa-X&g4gg}bY%sl*?X`@6xt6@2KNZRn(O;JNlGmMZD
z)PmPPWE=wg4t3d)YhHZHwYoWviU*p8e?0huP38D(Q+9KZ<cNg%lH~(09``U?2}8}U
z)gnT#Pmb0_eU6MqD3;=~MIqSD6weRQ!<93qJnnv)*Q9QVR*`q&S$qs^D!UYo{`O$7
zSrjQ0&JbZ;oUFzIS{{>Oz{gFJ@bmc@1x3nUPvn9$#Crg=&2i{u>|xi#R0o+)50MZL
zf#fnUz_g<EUHdK(CzdcM(fY|Pt}MLHACRj+2u*V2m81ZRqZewJE6|EY%fvd|`__|2
zEAVGR63oaez+EWso4@_gSuiWF(odH7%=Y((iL}=a6EgJLrfmBZDL2BI!$$x+mjbXl
zYT?AuN=PAiizJT#7jh|dabrLHOCd4m=^262Jffx9gxEI@Jdukl1toI$RYt2i5AZXz
z_7R?fT<Z&Q?i8gQtNZ?2n_Dv9Xpm~?e$47>M~Z6RJKfx$EJr%q{HGj9WI>>zg;OiB
z82A0ZCclLN+I`(we~5p}jm&!ZjERs@GUdv%HtCZZ1a_<^wlKgBb69qIeWAJX^@F@n
zRTGG=A3eybhLnISyS&<BPN$Oe95B$d0nsUE`$GN1nP<JmYX+RQYfwH{A6vCM$M#cs
z&ZF_8tx%_VCg_ibi-}-0`cYGO>3EJi^2v{<he(%nleSlkGdT`T5j<*SeBOq$@+hZ5
z73O%;ufqzVq(-<S{E!4qK;L{*2vzt@vQP9ZQ|9HYV7=acgktmSq(d6&Z@)`wxCS)w
z*Bj21j)#D5Zi}qDSJw+L%PEx>R>NJecoepDehVMD?7i#Y>*oDML6Hk2SL%}w>CRH!
z*4Z4w@4-A<u%?SF1?52Z&};%x68tULPBQ4NfNc-+S}Ysg6*UF4U7UA(?0y<*30fI>
z;=+Ho0ER`$+Fy?Ceplaug&%+AB=EiG`4!UbA>VfWMFeK5-X!|66_==ejztZ7*{Cvi
zww0LOa%1dXd>7At^d%TMn*7vWxDAx!RmuzQF7&mTm;Boj_yZx?PQ!44Ntm$&-lu?)
z)d9`1@}^)ex{crIkcDUEAZN4*nL}6nVZ4j=;_N36UEw*{8SXh*`!8c5#@Rk_XqDOW
zG|xQEv1m>DZIVGZ!Qv=cdVQ*T1{K<57(K7A;_`K_01E&}3VjieO?iUP+xj-`s$qtb
zpV<QHte(;gw9Fps(h3!1ls8ZB$P=QwwdJQYJ<4_ajSL`fMHk-fzz2*Qo`}?6ks5$)
zRG!TfWXm;xexNS2_J?+)edD(|cDe5e##b$N0y%VTcwv2mq%CZF50aUyu&x<`0BYYK
z3vG}G`=TGk+>pR1a&O5dNz~KE56bSj0HCrF!Kq-~0_|hB*=iXb&4KPXO7nVovMWIc
z`PbQ%s1sm#Os!xsY9!xG`!OnAC~_k4;`e4U-F6$1ji7qhPuLW>yNJ8&@SVPH(Jeh5
z=1o3eYx2hHKF`=_8!vV|yln0Z+lNJ^e$o3a%iVV9^}(En6N;-ZBoWN6p<jqckrQYz
zb}A&43V6=kHfEtN4E#CuGRr8+$-#KCwyB^BR0?Cmt|fT2Ck%w#J6seL+Qd9Wghi&@
zo&J;A5<hJ{JXf<Zsg92zr1}Yv;_gmCX&Xn*4otXBb|98;&YU)6#&t&UE%&StSPt);
z$cH%{eMEM&h_OWe-fh67AZh%~fB%IT4gKD-zInZ(BcH@%XlN@a$A*9PsQ|?JE!1lA
zgc6O>3e%QsR8aU3XQ5Xo^z?xf{uZiT5%oJ-LjnJxb4a^__CUVINAUAEu+j^dE}g}o
zowORr2!;)1wJlIOqSf6R@rA;e$gbRGD00Q{=s@6)zUtYapFa{nZ?UnLF=*Xb@|#=%
z`uo}C@<y8!4f9G*4&_=N*>d^b$$A0UV{|C~TX_5jaQ+MU{l7TU&-jIl|L>3V|AmDA
zfY&e7`qz>Ezd++3PWl&D{@;)Ev;Kjj|MKepTLk(4htT-HHemQ4R2s}ItStW<G}f{E
zHH_lJHuFgjE}yKu!pwo~iz48ER*hplBQmdPf!i*^FF_O$BW%f0lzslw{L}tt7gG^0
zb%!G^<RuX5So*GZj?-nES+yVex~%v6{r!j=-d2>n_wCgB<E5|L^)n%2N-MZX$ql|L
zAw?p7azS_yGfGwWlf(l0WD2%uwId2h8;+Mykh}U$Zr-7YFFj1l1<LaFrih_Mtq!JW
zKxCAl2smLQR)|5_Aj+2TXAu-hv=N1AX4ENMrg-Gz)R5klA2geca{NIJp*EHzI@u7s
z?Hl<9ag2H9GJG`*Nwf)L@DJROA9K{<^J)myFd)04Lak$k_P?lM>(vlw#1KOrl3`{`
z;tEnYN_t`?8}jkB@10u}azL+7%b36H{a`@55!*#&9Mu)ecOaIpV?e1F>kAbCzH{3h
z#~=HY+nu}N-iAU`lThWK47HCU*w|&UBSTwGf-r|q8UkTX-wMX-%|@XlmoG95EWVVc
zGz}FKGBCX(Ny2#dXuS&NdnTi;DF86x_PE5A-fD&F)LmURyTiBx>gEqr3>XnOVy&B}
z*e6!GYo`|IbSLnOErQ{p@MyrFHckxxr3VSEAe`8oAJQ4B=f%`l!3{wXSg5C&QUb`|
z|K*}fB5|^U^wGEbkZ%w)y#>O;8hKBVwf$z|j~HCh)NlwyD8Uk`h}wRSAKFpU-rLKX
z;(QQAXrjBtt;bq?Fp4$THGB9s!WMQe6sRgO79na&Of;-2IvBXe-uTE~?JNb_&1=&+
zQMSb*rRy<$D(iQ?Co~p@yH$e&kZz0CLr%>$4cE8$kCZ_wY<wRoPoLkt<>&z;=}|N)
zfF#5Cf4_x|``59ft6E?W-q;Hg-sY`n<)RE7tI@A?_Tetr-qR09J%;|=`Rd;m0ftCo
z!xHZv$$`9Vbnv}(1)&ttB0`BWYY7OSSNXK*dmsw`MG&>Whu#!~4<BGq?;sM+OpDUe
zM+&i}sW4cmB_7^^i%oHidvEmQ4|CBLL(n4V8}>LGpmk`;P=0M72f-rT+g1z9O^15%
zOQ_$ndlB8$8JzG*DF-9TT2rcNO|4ay#tJIcabwNjHE3PKIcSFkq=s$Zpc#!_`G*^%
zM+xJ1k1-Qb1K1-7q55>xWPiBa*CbMfTM2kPSym%EtS>uVk9D+(go<r#o|Ea(n<RfS
zlRREz-glvf0!VgN|2QcQ5mx*m<^>_P84*?`6z1E5QcUlAVB-TE25HRSB5nM0q4}YN
zA;YzE`G;lbF)Pf`7}@1TSPuayeU72$s)PRBxREZkcWl}>#bE@o@zrSIvFB*v)uiZs
zS~4RPEp>b*M2S@-@^rOklT8a^AEj?J3t+{j7ZJ^8l6}N7Qc4<COolH*Fm?_(4svD}
zZd!W~N<ncDPEBg)3D`lS*6=I^{O3LkndP=1iA6#&D#-oN2;@bPuND-OgPCg0#+K4q
zQ8F6K>Z*hu*6rAd1_@ju!|XSTjDix`SJqXKNl4yjZ0YE*{e<~`o2pf)zk#Ow=b$$E
zt*%25dBM025V6v$atQ9P$!}6!6RR~98Z47h^J60;FPBq6P=c+IL|rIDtBhJ$YO7_`
zTzINPEE->&;KqsK`amBtr0fe%r)wo6;PC9^2yJ&g1XG9m(k2u&gTY$)z&s)KL_#ls
zkAz-G5`F;6Ze#3Fs?Sk)X_R9~iFcQ1YuAEb%2l+{*yqZY-xj*2VqRVSnht}xg$@Sk
z7cJMo0CZ&O(HFH?XCbHW{!L4qM`opyAzS$bVtacpm@I1T`E@~${b}p-HMkwvL<ID9
zOeg)oJT)KQF}EkA#qW4nsO886L!DDI*7DIUX)mhZ;v8ug8#XB+Dt#aE!>*z$9>XKL
zx^ZXP$xO_N)pKvGuUY1rYE8`;a6$5eukB2nLAB_LANhgbl~kGPzxJoiLTuf$YH~T1
z^f${y^G54}-d$&9PNovd&JNem=+}0OUMY<>u#m|_Ar)b>udAC@Q^~O~);x$gNtSc0
zw>0t8i9TjMkIzqnq4={s3Vqiw*oiWI1$FZV9LJ$oQB|(Em{_S*!4?r3i2c0-zhuJF
zV%yu(f730Lwkt(A`mn!{&IGv+R}0CYi7@q@)g)@V3EoNksM1Q)-eoWf<hqgZ9Mms}
zk>tcb+pJt-2k^!WMv2(yP_vsQ6b^PwKlO=SK$)dL7*JiS5jo6hhWB~v;2;?-+H~2J
zwj*ytC=Gq%ha%Vo3yz>dwQ8#(V%#+TTAr*Vt!6KbR)|$lB=EsT$_g4kl2$BHpv8s9
zIkaPVN4Lm^!l26ZZLE5|eojS>!+!B%;Z?x#^I~Bl5;DPqu{>;^geAYBz5+uL1dHBJ
z8>kYcz=EU<ITB+V>awSbw&nB1dN<XmYX_?CdRiy)cy_w|oI)3qDD<rFqKt1muR!jK
zob}}W+2b<o9r_G<8hS%<nz`boHZ#)W3^dSih}luYtFY&K2_k$Y!+TG{fH6Tm`Tl!X
z{&{Ar5y$$^mCXXXNMg!H(J9r(n(Ilxcmm?#d2~<)88Cd?>bDk^&%z!uQdBHGE0PF8
z`N;X0<``^FEd69bqw5eUJiId&L5v`%y_Ky!1b7FAt2fX^fNpr$wAgoL>MQ<4`!xKe
zk%rh`H>U|dKYuUG<{kFdBNxOtC&<~&#JEnSlX8a00z;;CFec*KUwcVz>Ndcrok}Ll
z*Obgv;RO<WaB)Q}PuE@7I71+Q*iF-K0O4y!(sH<+E@c|f@=n76xZh|xDq{N8K*Xs3
zLnoZJd-&_=nEItf6k7G14wbZ=ghf?Nv@|!vQYq9=-ChcgC8jH>9?r<4H`u>NF%AkA
zEm@zH4@-U--H=nId%c^l@zcd>(9*45ev3y<stu>hYE0L|hNlhz>d~9%tZu(oa=p$)
z<-+;~g+{P#x44jePBBM9<l2ttz;jI}vSR(dL8uHPjZD}A-K&k1Bm{E$u2&+!e11ML
znPW3nNDbe+RwSjC42W~dUZqG$SB||{9=_1bc|CE+B`0YJ>QE3dER`J{S)ziNL!S64
zOdx^TD*AiXxNG?#HIH?w_|dYA1{RlWTt$}^HgJHm-lt()`u?}Buopy)p3ETT-AWGP
zfdW^;^N|2FQ=i0hGoKG?m^RNu&<kj93Z1!Ay<PPzIhWz)?0YQs@hmvo8AC^{tM+^C
z+e%e#{$;gg!*wmbNm|NV%pi^6qk%|q!HLbEDl_JHZ!-9?3FEF7nRxgqIQ!PVtcnu2
z#+G1T=UBsueHbmyCC2*im>k}3f7U#NeP9z=1=!EvQuN!-^t~cV$U9eJ!qW!gbT21G
zAdc1zi422rza2vLbM!^Ywo2^p?;IQce*3_3D7_~+R8+y5?vc7y^0y;~x=HnQ!2Ttq
z0zv_AAEmaiZ;T$2`^Fdfxsk8jS9^CcJ7v#r>C#j=lw0wWM={HD6<a16)eoUXmOm0d
z!J_k!If<ZRkYg%+v!|X=_TX4idTp+|_F-)2J4iu3ScKbr%TYxE#>MA^=i*(n4e)G7
zz#ABDaX+fG;+~j7BfmD8`K&hPx32yAf+a+&bY+S0hz~J8`|Zy3;_?*=&!eHG3r9Dz
z!(Ux&b~@i+RKhdfHq|cV;mm=HP2`oJxClJml&4m$eP3P`n`!k1RW^UN#!k1C#Y#n=
zw7%dOW~4f9IZ6Kv#4O#8JV9LhwY|=cBDU9y)!WK#%d+lzevQxYt!-1)hKM(u;gcP$
zSV@gX?=4FPTsEPKv`-_n!AYq#4FSN0HufV0R#^CrFbi=~k5<(|L0UqPb)d)1Pj(|S
z^+fBLh;0_`r_}_sjD%yi<<@ex^ZRM$KphfToR$p@@I_OBCrtOAHv-sGMu|;eSjDnP
zZI!9HN((utJDQ&niqm(IG~yqR$Ptg-ftV@`kvaND*eTf;=Hj3{l!@Mty1+(^x9y(<
zYbPvnodc)GI=Ad}#UE$&0g`NZbld#EK>{<>qHKJA(YOx%iXw`Pr?|C&RrKIE>1%`2
zgjjN)o<Vr6A``zk1F2&txUrl{pkpKrIObogvg9YZXY<lWm^M^7AiGK|z*vK8HHLMI
zv*FV}6?e}I9^&O2euYK?6~96RYh2wsYOmytC=Aw|1udms;d)oWl(lrhlz^t}{z&iC
zzJonDGs49w?%DNYlq#$!Br#{LE^$-)W-pdz+40mjY`PRcnn|#EWfA+@i!WQfRt9$2
zJx{36rmt9G8E3wRj{*LZG6=em<EkKm)_|JQyThntqvh4-wM`YK2?e2q53A?0hmFG@
z`zOr^nnyYf5dxt@x_Ys1_Y+{T?prwLP+GBXgyC2(PNiwpu0%2Qobx?ohF*=dZ}*Q5
zT)TMeuxERmy;3_abHf&}7MBcp_kIPkur~hB>C^BSN)|3f5nY6|C`JjyE>(eA@JG<D
zrpy}VOycYIGP~U9>?NAhKFK~8>1VL9^FS4VG|kM>DlyB0Dq#9w`Q;=ZDz$s3Z*V2X
z64fQG=4y6s(vCB#YL9T3a>RuTAbERbpCVVNif=Y5T*J2duZL{2W~OXO(9=5~I7^bA
z4H%q)j#bE5bdY0(5pH{RAWV_|fx%pCE`BQ=NzA2`(hkJIto5<(!iNM_r@A9ezQnYS
zK_U!|Vrsjp=;5sPccRv3$+Q#Pc>xPK!7eh=oEAv^?M8#Z1b`fYA+U1V5PSBH09HfJ
zh&h|j->MAy$Ofl@<_JQi8Y@DMjY4fn^jXd{SH+OcQ9?|}roCz`Gqt+VM*BWNfD##Q
zKgz(QhnQI8G$}YrbuT@{YP)~2cC~~F-OsHTPD5Q9?&{Z4wm<<zx7`5=2dPR;tZX#f
z94C-11$WZ`#v$De-I&5(2|CVC!r-7~f3KO$NPZkXp+hjmFi>pVB*7qYJi-@*N6#!?
z(}4^S2MhO0*}7n3c?Lr;C_^tRwueYmfj%Z{D7{vW>i86FfPF}2y1mm$fek+nFb5_T
zlPFNv0Ioda9F{o+fwP_EUXt`sIm`woCM>Tq?PSh*zL(f?j<cQM6^3bi&&y7!T*!{6
zY&_Tlan<dD%vt>WU!7fhP*i0Uza)-|qe74vKDhFbrDVPD2MC0_A_%^aEWyx)Wo1QJ
z9?QcASc4KIDH3F88lnSe2^NUSfM|&iMgcJ~B!o;sKqduAW}4B?UBb9`opGkSvwz&*
zp7VX@JLmg8X3os-M_Peb+yj$Ex}Y0Y$(BvMJ7tr+9hN%#RL_y!V=Nx;n`UKI<38Zk
zRCgrnf!~rngFAW(D+(^|3k=|<FYw#$R5iE!)HplajNOg?mo^P$9BpVFpFO)Ptaz~F
z&52&FF688bS@Z6D|K0a{glB_k?$TrK=iI*VsPtXD>hk@bx#sBMsio!d?-aGi{`qUy
zj5^cUpS>CncM`6{MP<t_f0FfK>Gh%yZf7qqZ&kd|%I`gDnM#bC<}k%AVPF7BKk)ru
zPaW33ZGJRc);Q_nfMs-FRCL=f&jxlo+F9oPl#y249XO-#N$tZ@#kY#;#_8t7!L*3&
z&1KbZY#NN{pcDmJ6|&-;HZg8j_j{MP=a<)JwOsc4A$!si=F+oR{Ay=xWI*ql2&?AX
zYkDHBGYg#a)AXqpsfGThW%-^n`;o}mQJ+TyIP@hv&q*W|*ZM+pSIRba4$rT$zt*4Y
z=T_DfGI{SVi?c{(hedA6eV>~L8u@{>>8CI4aND{$uc*u?JJ80%2D6yGHK_YQs_phK
z7wpy+=k4t}Si4r4k0rD}T%oZ!{D;zM$~>8V`J<`tZOK~{xl|eQR#ydm+Kov~_E`K?
z$gP-e{hjnGpV+L#x}h4|z?$%&;Lu}_ACzRR^mIJGwsT+R)A!q*<}OIp7FM?TPcF7Z
zSLY|IZS`EmYTp^R6uSP5{-z5-+blbV_GcyN{T?@w4ZT#{p~`@k2IZZTt-V`<>r(FQ
zJ=ETMe&U%aoZY8hN5-Sg!KTe8daM)MH<YCB4^~{s@%C?=AKln_F}piBdDGDJ?kBRU
znf;b4!=i0dW|cU$SKYl`bJOdjOXGyHZ~Ctstey~bVu$I@b5XU*LC*T4D${$uc>}S#
z>I2K?U9ivj?rVoQ*PyV@yWVZ~>O}dE;VvQdc5TB$sB6QaIqv9n=Z;g?%(b1YRc6P8
z6s`5LIi5EvKPxpkz9)y?U>}ek5wt$3_d@T)<4u9Zbv`}$t14#sn{4y$s&6@yWUZ4&
zd;V5^c6iChCdkox6Z=<n85t2H<o|RTLB;a*T}DIOP}F4{rEI*i%P8VH_-WO^h!Nrp
zKn*&l0Vr)Cf1rlo1(u9LmjFZ&;DP<uw2T*#CqzUXp{EIor^0}v9tstxg6cMkd<1^S
z%TA{P^j1On6O}!Gfy5wcM1$y&NCZW2M2=AKK@k`DCK*2RF&1(p4ACJ`z{LW>hdLn)
zR48RyJ&-+IVpIv6buKvQd#)QnV$>RWyha`!u6Nn2OHysrhRefrQR|$+cbQJD6nHu^
zr7MBqBuG@!IE7I-@h(O<VVDz`7y{JlqF-b8pG0PIT)4&zLmAEt$YB3IC_~dgrqQ4V
zjHF16g*pij8a;xI7#i%DQ4D8kiidQLwZk!nqa~Q|J5Xvwb{Ix*98^<yM#lq;Wr0H@
z#xNW+8js+Bh$FEhcpj=P_9b}2$d1GXHj>zm#7LugNm}3lN$hZ;OD@59fubnEXvPSm
z2;-PR+!p%kVqc09SV|I%5Qt$Cj22i<5{%-EF`75>g=!n+1&V2e@uVO_E1CnxKqXg-
z;XE&$7biHQb>I}qN^1lSXhvEOiY8fU%s5T*(wtJ@YBU~08P$zt2$1*{uY(1BWTSau
zI7xkBKf|UJ`{EeQbJ85Ju<s@L!!ec+*k_{rjl2ox?d3TlVP^;z<ybqM=NO|{cn%jh
zW@0;*1A>_tV`)aZpP@n+Be63$!A&5F1u~CG)<KeR1|_}_Gb`PbfWh@7j)fGCrR1Cg
zMoHHO7$GnV$F7Ye2%M6v7wj16*@F0JL6CZ^ui-_yHVP(@>;sZyjp{~{9KlI*K#{_g
zEt&)FNn&hX^l>VnEXSD{Sh@zju8?uzk4=D1r$-ss3c|~3?N(rMg7&qq5)EF+;A%RQ
zXD}>Otx~ZB$#B3j*6=EVq*MgMa~=z6j^y~zaJU@7fTlP`!)geE(Wt4=P>P3ty<p%A
X#_Lsadc)lgVL`BFj*g30c$@tLrPb;6

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-reg.xml
new file mode 100644
index 00000000..6204f9e1
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-reg.xml
@@ -0,0 +1,265 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-012-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='527'/>
+         <instruction instr-id='544'/>
+         <instruction instr-id='544' subinstr-id='2'/>
+         <instruction instr-id='544' subinstr-id='4'/>
+         <instruction instr-id='556'/>
+         <instruction instr-id='556' subinstr-id='2'/>
+         <instruction instr-id='556' subinstr-id='4'/>
+         <instruction instr-id='568'/>
+         <instruction instr-id='568' subinstr-id='2'/>
+         <instruction instr-id='568' subinstr-id='4'/>
+         <instruction instr-id='582'/>
+         <instruction instr-id='582' subinstr-id='2'/>
+         <instruction instr-id='582' subinstr-id='4'/>
+         <instruction instr-id='582' subinstr-id='6'/>
+         <bounding-box x1='76' y1='209' x2='472' y2='286'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='4'>
+         <instruction instr-id='87'/>
+         <instruction instr-id='87' subinstr-id='2'/>
+         <instruction instr-id='87' subinstr-id='4'/>
+         <instruction instr-id='99'/>
+         <instruction instr-id='99' subinstr-id='2'/>
+         <instruction instr-id='99' subinstr-id='4'/>
+         <instruction instr-id='111'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='133' subinstr-id='4'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='149' subinstr-id='4'/>
+         <instruction instr-id='149' subinstr-id='6'/>
+         <instruction instr-id='149' subinstr-id='8'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='172' subinstr-id='4'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='205'/>
+         <instruction instr-id='205' subinstr-id='2'/>
+         <instruction instr-id='205' subinstr-id='4'/>
+         <instruction instr-id='205' subinstr-id='6'/>
+         <instruction instr-id='205' subinstr-id='8'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='301' subinstr-id='2'/>
+         <instruction instr-id='301' subinstr-id='4'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='317' subinstr-id='6'/>
+         <instruction instr-id='317' subinstr-id='8'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <bounding-box x1='81' y1='410' x2='490' y2='619'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='4'>
+         <instruction instr-id='460'/>
+         <instruction instr-id='460' subinstr-id='2'/>
+         <instruction instr-id='460' subinstr-id='4'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='490'/>
+         <instruction instr-id='490' subinstr-id='2'/>
+         <instruction instr-id='490' subinstr-id='4'/>
+         <instruction instr-id='504'/>
+         <instruction instr-id='504' subinstr-id='2'/>
+         <instruction instr-id='504' subinstr-id='4'/>
+         <instruction instr-id='504' subinstr-id='6'/>
+         <instruction instr-id='504' subinstr-id='8'/>
+         <instruction instr-id='504' subinstr-id='10'/>
+         <instruction instr-id='504' subinstr-id='12'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='529'/>
+         <instruction instr-id='529' subinstr-id='2'/>
+         <instruction instr-id='529' subinstr-id='4'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='542' subinstr-id='2'/>
+         <instruction instr-id='542' subinstr-id='4'/>
+         <instruction instr-id='542' subinstr-id='6'/>
+         <instruction instr-id='542' subinstr-id='8'/>
+         <instruction instr-id='542' subinstr-id='10'/>
+         <instruction instr-id='542' subinstr-id='12'/>
+         <instruction instr-id='542' subinstr-id='14'/>
+         <instruction instr-id='542' subinstr-id='16'/>
+         <instruction instr-id='542' subinstr-id='18'/>
+         <instruction instr-id='542' subinstr-id='20'/>
+         <instruction instr-id='542' subinstr-id='22'/>
+         <instruction instr-id='556'/>
+         <instruction instr-id='556' subinstr-id='2'/>
+         <instruction instr-id='556' subinstr-id='4'/>
+         <instruction instr-id='556' subinstr-id='6'/>
+         <instruction instr-id='588'/>
+         <instruction instr-id='595' subinstr-id='2'/>
+         <instruction instr-id='595' subinstr-id='4'/>
+         <instruction instr-id='595' subinstr-id='6'/>
+         <instruction instr-id='595' subinstr-id='8'/>
+         <instruction instr-id='595' subinstr-id='10'/>
+         <instruction instr-id='595' subinstr-id='12'/>
+         <instruction instr-id='595' subinstr-id='14'/>
+         <instruction instr-id='595' subinstr-id='16'/>
+         <instruction instr-id='595' subinstr-id='18'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='634' subinstr-id='2'/>
+         <instruction instr-id='634' subinstr-id='4'/>
+         <instruction instr-id='634' subinstr-id='6'/>
+         <instruction instr-id='634' subinstr-id='8'/>
+         <instruction instr-id='634' subinstr-id='10'/>
+         <instruction instr-id='634' subinstr-id='12'/>
+         <instruction instr-id='634' subinstr-id='14'/>
+         <instruction instr-id='634' subinstr-id='16'/>
+         <instruction instr-id='634' subinstr-id='18'/>
+         <instruction instr-id='666'/>
+         <instruction instr-id='672'/>
+         <instruction instr-id='672' subinstr-id='2'/>
+         <instruction instr-id='672' subinstr-id='4'/>
+         <instruction instr-id='672' subinstr-id='6'/>
+         <instruction instr-id='672' subinstr-id='8'/>
+         <instruction instr-id='672' subinstr-id='10'/>
+         <instruction instr-id='672' subinstr-id='12'/>
+         <instruction instr-id='672' subinstr-id='14'/>
+         <instruction instr-id='672' subinstr-id='16'/>
+         <instruction instr-id='672' subinstr-id='18'/>
+         <bounding-box x1='77' y1='155' x2='520' y2='246'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='5'>
+         <instruction instr-id='37'/>
+         <instruction instr-id='37' subinstr-id='2'/>
+         <instruction instr-id='37' subinstr-id='4'/>
+         <instruction instr-id='49'/>
+         <instruction instr-id='49' subinstr-id='2'/>
+         <instruction instr-id='49' subinstr-id='4'/>
+         <instruction instr-id='61'/>
+         <instruction instr-id='61' subinstr-id='2'/>
+         <instruction instr-id='61' subinstr-id='4'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='86' subinstr-id='4'/>
+         <instruction instr-id='86' subinstr-id='6'/>
+         <instruction instr-id='86' subinstr-id='8'/>
+         <instruction instr-id='86' subinstr-id='10'/>
+         <instruction instr-id='86' subinstr-id='12'/>
+         <instruction instr-id='86' subinstr-id='14'/>
+         <instruction instr-id='86' subinstr-id='16'/>
+         <instruction instr-id='86' subinstr-id='18'/>
+         <instruction instr-id='86' subinstr-id='20'/>
+         <instruction instr-id='86' subinstr-id='22'/>
+         <instruction instr-id='86' subinstr-id='24'/>
+         <instruction instr-id='86' subinstr-id='26'/>
+         <instruction instr-id='86' subinstr-id='28'/>
+         <instruction instr-id='86' subinstr-id='30'/>
+         <instruction instr-id='86' subinstr-id='32'/>
+         <instruction instr-id='86' subinstr-id='34'/>
+         <instruction instr-id='86' subinstr-id='36'/>
+         <instruction instr-id='86' subinstr-id='38'/>
+         <instruction instr-id='86' subinstr-id='40'/>
+         <instruction instr-id='86' subinstr-id='42'/>
+         <instruction instr-id='86' subinstr-id='44'/>
+         <instruction instr-id='86' subinstr-id='46'/>
+         <instruction instr-id='86' subinstr-id='48'/>
+         <instruction instr-id='112'/>
+         <instruction instr-id='119'/>
+         <instruction instr-id='119' subinstr-id='2'/>
+         <instruction instr-id='119' subinstr-id='4'/>
+         <instruction instr-id='119' subinstr-id='6'/>
+         <instruction instr-id='119' subinstr-id='8'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='152' subinstr-id='2'/>
+         <instruction instr-id='152' subinstr-id='4'/>
+         <instruction instr-id='152' subinstr-id='6'/>
+         <instruction instr-id='152' subinstr-id='8'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='184' subinstr-id='8'/>
+         <bounding-box x1='77' y1='641' x2='511' y2='733'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='5'>
+         <instruction instr-id='392'/>
+         <instruction instr-id='392' subinstr-id='2'/>
+         <instruction instr-id='392' subinstr-id='4'/>
+         <instruction instr-id='392' subinstr-id='6'/>
+         <instruction instr-id='392' subinstr-id='8'/>
+         <instruction instr-id='392' subinstr-id='10'/>
+         <instruction instr-id='392' subinstr-id='12'/>
+         <instruction instr-id='392' subinstr-id='14'/>
+         <instruction instr-id='406'/>
+         <instruction instr-id='406' subinstr-id='2'/>
+         <instruction instr-id='406' subinstr-id='4'/>
+         <instruction instr-id='406' subinstr-id='6'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='420' subinstr-id='2'/>
+         <instruction instr-id='420' subinstr-id='4'/>
+         <instruction instr-id='420' subinstr-id='6'/>
+         <instruction instr-id='441'/>
+         <instruction instr-id='441' subinstr-id='2'/>
+         <instruction instr-id='441' subinstr-id='4'/>
+         <instruction instr-id='441' subinstr-id='6'/>
+         <instruction instr-id='441' subinstr-id='8'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='455' subinstr-id='4'/>
+         <instruction instr-id='469'/>
+         <instruction instr-id='469' subinstr-id='2'/>
+         <instruction instr-id='469' subinstr-id='4'/>
+         <instruction instr-id='483'/>
+         <instruction instr-id='483' subinstr-id='2'/>
+         <instruction instr-id='483' subinstr-id='4'/>
+         <instruction instr-id='497'/>
+         <instruction instr-id='497' subinstr-id='2'/>
+         <instruction instr-id='497' subinstr-id='4'/>
+         <instruction instr-id='510'/>
+         <instruction instr-id='510' subinstr-id='2'/>
+         <instruction instr-id='510' subinstr-id='4'/>
+         <instruction instr-id='510' subinstr-id='6'/>
+         <instruction instr-id='510' subinstr-id='8'/>
+         <instruction instr-id='524'/>
+         <instruction instr-id='524' subinstr-id='2'/>
+         <instruction instr-id='524' subinstr-id='4'/>
+         <instruction instr-id='524' subinstr-id='6'/>
+         <instruction instr-id='524' subinstr-id='8'/>
+         <instruction instr-id='524' subinstr-id='10'/>
+         <bounding-box x1='76' y1='187' x2='494' y2='355'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-str.xml
new file mode 100644
index 00000000..1eca2428
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012-str.xml
@@ -0,0 +1,1113 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-012-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="169" x2="206" y1="274" y2="286"/>
+                <content>Finland</content>
+                <instruction instr-id="514" subinstr-id="0"/>
+                <instruction instr-id="514" subinstr-id="2"/>
+                <instruction instr-id="514" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="307" x2="337" y1="274" y2="286"/>
+                <content>EU-15</content>
+                <instruction instr-id="527" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="442" x2="472" y1="274" y2="286"/>
+                <content>EU-25</content>
+                <instruction instr-id="527" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="76" x2="98" y1="258" y2="269"/>
+                <content>1996</content>
+                <instruction instr-id="544" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="176" x2="190" y1="258" y2="269"/>
+                <content>3.7</content>
+                <instruction instr-id="544" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="315" x2="329" y1="258" y2="269"/>
+                <content>1.6</content>
+                <instruction instr-id="544" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="450" x2="463" y1="258" y2="269"/>
+                <content>1.7</content>
+                <instruction instr-id="544" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="76" x2="98" y1="242" y2="253"/>
+                <content>2000</content>
+                <instruction instr-id="556" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="176" x2="190" y1="242" y2="253"/>
+                <content>5.0</content>
+                <instruction instr-id="556" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="315" x2="329" y1="242" y2="253"/>
+                <content>3.9</content>
+                <instruction instr-id="556" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="450" x2="463" y1="242" y2="253"/>
+                <content>3.9</content>
+                <instruction instr-id="556" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="76" x2="98" y1="225" y2="236"/>
+                <content>2005</content>
+                <instruction instr-id="568" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="176" x2="190" y1="225" y2="236"/>
+                <content>1.5</content>
+                <instruction instr-id="568" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="315" x2="329" y1="225" y2="236"/>
+                <content>1.5</content>
+                <instruction instr-id="568" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="450" x2="463" y1="225" y2="236"/>
+                <content>1.6</content>
+                <instruction instr-id="568" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="76" x2="113" y1="209" y2="220"/>
+                <content>2006 (*)</content>
+                <instruction instr-id="582" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="176" x2="190" y1="209" y2="220"/>
+                <content>3.5</content>
+                <instruction instr-id="582" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="315" x2="329" y1="209" y2="220"/>
+                <content>2.0</content>
+                <instruction instr-id="582" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="449" x2="463" y1="209" y2="220"/>
+                <content>2.1</content>
+                <instruction instr-id="582" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="4" row-increment="0">
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="237" x2="293" y1="608" y2="619"/>
+                <content>Agriculture</content>
+                <instruction instr-id="87" subinstr-id="0"/>
+                <instruction instr-id="87" subinstr-id="2"/>
+                <instruction instr-id="87" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="348" x2="389" y1="608" y2="619"/>
+                <content>Industry</content>
+                <instruction instr-id="99" subinstr-id="0"/>
+                <instruction instr-id="99" subinstr-id="2"/>
+                <instruction instr-id="99" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="451" x2="490" y1="608" y2="619"/>
+                <content>Services</content>
+                <instruction instr-id="111" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1" end-row="3">
+                <bounding-box x1="81" x2="103" y1="575" y2="586"/>
+                <content>1991</content>
+                <instruction instr-id="166" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="118" x2="139" y1="591" y2="602"/>
+                <content>Men</content>
+                <instruction instr-id="133" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="258" x2="278" y1="591" y2="602"/>
+                <content>11.0</content>
+                <instruction instr-id="133" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="357" x2="377" y1="591" y2="602"/>
+                <content>40.7</content>
+                <instruction instr-id="133" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="464" x2="483" y1="591" y2="602"/>
+                <content>48.4</content>
+                <instruction instr-id="133" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="118" x2="153" y1="575" y2="586"/>
+                <content>Women</content>
+                <instruction instr-id="149" subinstr-id="0"/>
+                <instruction instr-id="149" subinstr-id="2"/>
+                <instruction instr-id="149" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="264" x2="278" y1="575" y2="586"/>
+                <content>6.6</content>
+                <instruction instr-id="149" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="357" x2="377" y1="575" y2="586"/>
+                <content>16.0</content>
+                <instruction instr-id="149" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="464" x2="483" y1="575" y2="586"/>
+                <content>77.4</content>
+                <instruction instr-id="149" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="182" x2="207" y1="558" y2="569"/>
+                <content>Total</content>
+                <instruction instr-id="172" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="264" x2="278" y1="558" y2="569"/>
+                <content>8.9</content>
+                <instruction instr-id="172" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="357" x2="377" y1="558" y2="569"/>
+                <content>28.7</content>
+                <instruction instr-id="172" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="464" x2="483" y1="558" y2="569"/>
+                <content>62.4</content>
+                <instruction instr-id="172" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="118" x2="139" y1="542" y2="553"/>
+                <content>Men</content>
+                <instruction instr-id="189" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="264" x2="278" y1="542" y2="553"/>
+                <content>9.5</content>
+                <instruction instr-id="189" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="357" x2="377" y1="542" y2="553"/>
+                <content>39.4</content>
+                <instruction instr-id="189" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="464" x2="483" y1="542" y2="553"/>
+                <content>51.0</content>
+                <instruction instr-id="189" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4" end-row="6">
+                <bounding-box x1="81" x2="103" y1="526" y2="537"/>
+                <content>1996</content>
+                <instruction instr-id="222" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="118" x2="153" y1="526" y2="537"/>
+                <content>Women</content>
+                <instruction instr-id="205" subinstr-id="0"/>
+                <instruction instr-id="205" subinstr-id="2"/>
+                <instruction instr-id="205" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="264" x2="278" y1="526" y2="537"/>
+                <content>5.3</content>
+                <instruction instr-id="205" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="357" x2="377" y1="526" y2="537"/>
+                <content>13.9</content>
+                <instruction instr-id="205" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="464" x2="483" y1="526" y2="537"/>
+                <content>80.9</content>
+                <instruction instr-id="205" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="182" x2="207" y1="509" y2="520"/>
+                <content>Total</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="264" x2="278" y1="509" y2="520"/>
+                <content>7.5</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="357" x2="377" y1="509" y2="520"/>
+                <content>27.3</content>
+                <instruction instr-id="228" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="464" x2="483" y1="509" y2="520"/>
+                <content>65.2</content>
+                <instruction instr-id="228" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="118" x2="139" y1="493" y2="504"/>
+                <content>Men</content>
+                <instruction instr-id="245" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="264" x2="278" y1="493" y2="504"/>
+                <content>7.5</content>
+                <instruction instr-id="245" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="357" x2="377" y1="493" y2="504"/>
+                <content>39.4</content>
+                <instruction instr-id="245" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="464" x2="483" y1="493" y2="504"/>
+                <content>53.1</content>
+                <instruction instr-id="245" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7" end-row="9">
+                <bounding-box x1="81" x2="103" y1="476" y2="487"/>
+                <content>2001</content>
+                <instruction instr-id="278" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="118" x2="153" y1="476" y2="487"/>
+                <content>Women</content>
+                <instruction instr-id="261" subinstr-id="0"/>
+                <instruction instr-id="261" subinstr-id="2"/>
+                <instruction instr-id="261" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="264" x2="278" y1="476" y2="487"/>
+                <content>3.7</content>
+                <instruction instr-id="261" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="357" x2="377" y1="476" y2="487"/>
+                <content>13.8</content>
+                <instruction instr-id="261" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="464" x2="483" y1="476" y2="487"/>
+                <content>82.5</content>
+                <instruction instr-id="261" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="182" x2="207" y1="460" y2="471"/>
+                <content>Total</content>
+                <instruction instr-id="284" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="264" x2="278" y1="460" y2="471"/>
+                <content>5.7</content>
+                <instruction instr-id="284" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="357" x2="377" y1="460" y2="471"/>
+                <content>27.2</content>
+                <instruction instr-id="284" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="464" x2="483" y1="460" y2="471"/>
+                <content>67.1</content>
+                <instruction instr-id="284" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="118" x2="139" y1="443" y2="454"/>
+                <content>Men</content>
+                <instruction instr-id="301" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="264" x2="278" y1="443" y2="454"/>
+                <content>6.7</content>
+                <instruction instr-id="301" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="357" x2="377" y1="443" y2="454"/>
+                <content>38.1</content>
+                <instruction instr-id="301" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="464" x2="483" y1="443" y2="454"/>
+                <content>55.2</content>
+                <instruction instr-id="301" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10" end-row="12">
+                <bounding-box x1="81" x2="103" y1="427" y2="438"/>
+                <content>2003</content>
+                <instruction instr-id="334" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="118" x2="153" y1="427" y2="438"/>
+                <content>Women</content>
+                <instruction instr-id="317" subinstr-id="0"/>
+                <instruction instr-id="317" subinstr-id="2"/>
+                <instruction instr-id="317" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="264" x2="278" y1="427" y2="438"/>
+                <content>3.0</content>
+                <instruction instr-id="317" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="357" x2="377" y1="427" y2="438"/>
+                <content>12.4</content>
+                <instruction instr-id="317" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="464" x2="483" y1="427" y2="438"/>
+                <content>84.6</content>
+                <instruction instr-id="317" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="182" x2="207" y1="410" y2="421"/>
+                <content>Total</content>
+                <instruction instr-id="340" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="264" x2="278" y1="410" y2="421"/>
+                <content>4.9</content>
+                <instruction instr-id="340" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="357" x2="377" y1="410" y2="421"/>
+                <content>25.7</content>
+                <instruction instr-id="340" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="464" x2="483" y1="410" y2="421"/>
+                <content>69.4</content>
+                <instruction instr-id="340" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="4" row-increment="0">
+            <cell id="1" start-col="1" end-col="4" start-row="0">
+                <bounding-box x1="160" x2="197" y1="235" y2="246"/>
+                <content>Finland</content>
+                <instruction instr-id="460" subinstr-id="0"/>
+                <instruction instr-id="460" subinstr-id="2"/>
+                <instruction instr-id="460" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" end-col="8" start-row="0">
+                <bounding-box x1="304" x2="334" y1="235" y2="246"/>
+                <content>EU-15</content>
+                <instruction instr-id="474" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="9" end-col="12" start-row="0">
+                <bounding-box x1="442" x2="472" y1="235" y2="246"/>
+                <content>EU-25</content>
+                <instruction instr-id="474" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="111" x2="136" y1="219" y2="227"/>
+                <content>Female</content>
+                <instruction instr-id="490" subinstr-id="0"/>
+                <instruction instr-id="490" subinstr-id="2"/>
+                <instruction instr-id="490" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="152" x2="169" y1="219" y2="227"/>
+                <content>Male</content>
+                <instruction instr-id="504" subinstr-id="0"/>
+                <instruction instr-id="504" subinstr-id="2"/>
+                <instruction instr-id="504" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="188" x2="206" y1="219" y2="227"/>
+                <content>Total</content>
+                <instruction instr-id="504" subinstr-id="4"/>
+                <instruction instr-id="504" subinstr-id="6"/>
+                <instruction instr-id="504" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="224" x2="243" y1="219" y2="227"/>
+                <content>15-24</content>
+                <instruction instr-id="504" subinstr-id="10"/>
+                <instruction instr-id="504" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="256" x2="281" y1="219" y2="227"/>
+                <content>Female</content>
+                <instruction instr-id="517" subinstr-id="0"/>
+                <instruction instr-id="517" subinstr-id="2"/>
+                <instruction instr-id="517" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="293" x2="311" y1="219" y2="227"/>
+                <content>Male</content>
+                <instruction instr-id="529" subinstr-id="0"/>
+                <instruction instr-id="529" subinstr-id="2"/>
+                <instruction instr-id="529" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="1">
+                <bounding-box x1="326" x2="345" y1="219" y2="227"/>
+                <content>Total</content>
+                <instruction instr-id="542" subinstr-id="0"/>
+                <instruction instr-id="542" subinstr-id="2"/>
+                <instruction instr-id="542" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="360" x2="379" y1="219" y2="227"/>
+                <content>15-24</content>
+                <instruction instr-id="542" subinstr-id="4"/>
+                <instruction instr-id="542" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="1">
+                <bounding-box x1="391" x2="416" y1="219" y2="227"/>
+                <content>Female</content>
+                <instruction instr-id="542" subinstr-id="8"/>
+                <instruction instr-id="542" subinstr-id="10"/>
+                <instruction instr-id="542" subinstr-id="12"/>
+                <instruction instr-id="542" subinstr-id="14"/>
+                <instruction instr-id="542" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="1">
+                <bounding-box x1="431" x2="448" y1="219" y2="227"/>
+                <content>Male</content>
+                <instruction instr-id="542" subinstr-id="18"/>
+                <instruction instr-id="542" subinstr-id="20"/>
+                <instruction instr-id="542" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="1">
+                <bounding-box x1="466" x2="484" y1="219" y2="227"/>
+                <content>Total</content>
+                <instruction instr-id="556" subinstr-id="0"/>
+                <instruction instr-id="556" subinstr-id="2"/>
+                <instruction instr-id="556" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="1">
+                <bounding-box x1="501" x2="520" y1="219" y2="227"/>
+                <content>15-24</content>
+                <instruction instr-id="556" subinstr-id="4"/>
+                <instruction instr-id="556" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="77" x2="99" y1="199" y2="211"/>
+                <content>1995</content>
+                <instruction instr-id="588" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="114" x2="134" y1="199" y2="211"/>
+                <content>15.1</content>
+                <instruction instr-id="595" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="151" x2="170" y1="199" y2="211"/>
+                <content>15.7</content>
+                <instruction instr-id="595" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="187" x2="207" y1="199" y2="211"/>
+                <content>15.4</content>
+                <instruction instr-id="595" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="224" x2="243" y1="199" y2="211"/>
+                <content>29.7</content>
+                <instruction instr-id="595" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="259" x2="278" y1="199" y2="211"/>
+                <content>12.0</content>
+                <instruction instr-id="595" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="295" x2="309" y1="199" y2="211"/>
+                <content>8.7</content>
+                <instruction instr-id="595" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="326" x2="346" y1="199" y2="211"/>
+                <content>10.1</content>
+                <instruction instr-id="595" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="360" x2="379" y1="199" y2="211"/>
+                <content>21.1</content>
+                <instruction instr-id="595" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="403" x2="406" y1="199" y2="211"/>
+                <content>:</content>
+                <instruction instr-id="595" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="438" x2="441" y1="199" y2="211"/>
+                <content>:</content>
+                <instruction instr-id="595" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="474" x2="477" y1="199" y2="211"/>
+                <content>:</content>
+                <instruction instr-id="595" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="509" x2="512" y1="199" y2="211"/>
+                <content>:</content>
+                <instruction instr-id="595" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="77" x2="99" y1="177" y2="188"/>
+                <content>2000</content>
+                <instruction instr-id="628" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="114" x2="134" y1="177" y2="188"/>
+                <content>10.6</content>
+                <instruction instr-id="634" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="154" x2="167" y1="177" y2="188"/>
+                <content>9.1</content>
+                <instruction instr-id="634" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="190" x2="204" y1="177" y2="188"/>
+                <content>9.8</content>
+                <instruction instr-id="634" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="224" x2="243" y1="177" y2="188"/>
+                <content>21.4</content>
+                <instruction instr-id="634" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="262" x2="275" y1="177" y2="188"/>
+                <content>9.3</content>
+                <instruction instr-id="634" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="295" x2="309" y1="177" y2="188"/>
+                <content>6.4</content>
+                <instruction instr-id="634" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="329" x2="343" y1="177" y2="188"/>
+                <content>7.7</content>
+                <instruction instr-id="634" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="360" x2="379" y1="177" y2="188"/>
+                <content>15.3</content>
+                <instruction instr-id="634" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="394" x2="414" y1="177" y2="188"/>
+                <content>10.2</content>
+                <instruction instr-id="634" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="433" x2="446" y1="177" y2="188"/>
+                <content>7.4</content>
+                <instruction instr-id="634" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="3">
+                <bounding-box x1="468" x2="482" y1="177" y2="188"/>
+                <content>8.6</content>
+                <instruction instr-id="634" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="3">
+                <bounding-box x1="501" x2="520" y1="177" y2="188"/>
+                <content>17.4</content>
+                <instruction instr-id="634" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="77" x2="99" y1="155" y2="166"/>
+                <content>2005</content>
+                <instruction instr-id="666" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="117" x2="131" y1="155" y2="166"/>
+                <content>8.6</content>
+                <instruction instr-id="672" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="154" x2="167" y1="155" y2="166"/>
+                <content>8.2</content>
+                <instruction instr-id="672" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="190" x2="204" y1="155" y2="166"/>
+                <content>8.4</content>
+                <instruction instr-id="672" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="224" x2="243" y1="155" y2="166"/>
+                <content>20.1</content>
+                <instruction instr-id="672" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="262" x2="275" y1="155" y2="166"/>
+                <content>8.9</content>
+                <instruction instr-id="672" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="295" x2="309" y1="155" y2="166"/>
+                <content>7.0</content>
+                <instruction instr-id="672" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="329" x2="343" y1="155" y2="166"/>
+                <content>7.9</content>
+                <instruction instr-id="672" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="360" x2="379" y1="155" y2="166"/>
+                <content>16.7</content>
+                <instruction instr-id="672" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="397" x2="411" y1="155" y2="166"/>
+                <content>9.8</content>
+                <instruction instr-id="672" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="433" x2="446" y1="155" y2="166"/>
+                <content>7.9</content>
+                <instruction instr-id="672" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="468" x2="482" y1="155" y2="166"/>
+                <content>8.7</content>
+                <instruction instr-id="672" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="501" x2="520" y1="155" y2="166"/>
+                <content>18.5</content>
+                <instruction instr-id="672" subinstr-id="18"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" page="5" row-increment="0">
+            <cell id="1" start-col="1" end-col="3" start-row="0">
+                <bounding-box x1="158" x2="195" y1="721" y2="733"/>
+                <content>Finland</content>
+                <instruction instr-id="37" subinstr-id="0"/>
+                <instruction instr-id="37" subinstr-id="2"/>
+                <instruction instr-id="37" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" end-col="6" start-row="0">
+                <bounding-box x1="303" x2="333" y1="721" y2="733"/>
+                <content>EU-15</content>
+                <instruction instr-id="49" subinstr-id="0"/>
+                <instruction instr-id="49" subinstr-id="2"/>
+                <instruction instr-id="49" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="7" end-col="9" start-row="0">
+                <bounding-box x1="442" x2="472" y1="721" y2="733"/>
+                <content>EU-25</content>
+                <instruction instr-id="61" subinstr-id="0"/>
+                <instruction instr-id="61" subinstr-id="2"/>
+                <instruction instr-id="61" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="117" x2="142" y1="705" y2="713"/>
+                <content>Female</content>
+                <instruction instr-id="86" subinstr-id="0"/>
+                <instruction instr-id="86" subinstr-id="2"/>
+                <instruction instr-id="86" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="168" x2="185" y1="705" y2="713"/>
+                <content>Male</content>
+                <instruction instr-id="86" subinstr-id="6"/>
+                <instruction instr-id="86" subinstr-id="8"/>
+                <instruction instr-id="86" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="215" x2="233" y1="705" y2="713"/>
+                <content>Total</content>
+                <instruction instr-id="86" subinstr-id="10"/>
+                <instruction instr-id="86" subinstr-id="12"/>
+                <instruction instr-id="86" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="259" x2="284" y1="705" y2="713"/>
+                <content>Female</content>
+                <instruction instr-id="86" subinstr-id="16"/>
+                <instruction instr-id="86" subinstr-id="18"/>
+                <instruction instr-id="86" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="310" x2="327" y1="705" y2="713"/>
+                <content>Male</content>
+                <instruction instr-id="86" subinstr-id="22"/>
+                <instruction instr-id="86" subinstr-id="24"/>
+                <instruction instr-id="86" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="356" x2="375" y1="705" y2="713"/>
+                <content>Total</content>
+                <instruction instr-id="86" subinstr-id="26"/>
+                <instruction instr-id="86" subinstr-id="28"/>
+                <instruction instr-id="86" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="1">
+                <bounding-box x1="399" x2="424" y1="705" y2="713"/>
+                <content>Female</content>
+                <instruction instr-id="86" subinstr-id="32"/>
+                <instruction instr-id="86" subinstr-id="34"/>
+                <instruction instr-id="86" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="448" x2="465" y1="705" y2="713"/>
+                <content>Male</content>
+                <instruction instr-id="86" subinstr-id="38"/>
+                <instruction instr-id="86" subinstr-id="40"/>
+                <instruction instr-id="86" subinstr-id="42"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="1">
+                <bounding-box x1="492" x2="511" y1="705" y2="713"/>
+                <content>Total</content>
+                <instruction instr-id="86" subinstr-id="44"/>
+                <instruction instr-id="86" subinstr-id="46"/>
+                <instruction instr-id="86" subinstr-id="48"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="77" x2="99" y1="686" y2="697"/>
+                <content>1995</content>
+                <instruction instr-id="112" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="120" x2="139" y1="686" y2="697"/>
+                <content>59.0</content>
+                <instruction instr-id="119" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="167" x2="186" y1="686" y2="697"/>
+                <content>64.2</content>
+                <instruction instr-id="119" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="214" x2="234" y1="686" y2="697"/>
+                <content>61.6</content>
+                <instruction instr-id="119" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="262" x2="281" y1="686" y2="697"/>
+                <content>49.7</content>
+                <instruction instr-id="119" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="309" x2="328" y1="686" y2="697"/>
+                <content>70.5</content>
+                <instruction instr-id="119" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="356" x2="375" y1="686" y2="697"/>
+                <content>60.1</content>
+                <instruction instr-id="119" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="410" x2="413" y1="686" y2="697"/>
+                <content>:</content>
+                <instruction instr-id="119" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="455" x2="458" y1="686" y2="697"/>
+                <content>:</content>
+                <instruction instr-id="119" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="500" x2="503" y1="686" y2="697"/>
+                <content>:</content>
+                <instruction instr-id="119" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="77" x2="99" y1="663" y2="674"/>
+                <content>2000</content>
+                <instruction instr-id="146" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="120" x2="139" y1="663" y2="674"/>
+                <content>64.2</content>
+                <instruction instr-id="152" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="167" x2="186" y1="663" y2="674"/>
+                <content>70.1</content>
+                <instruction instr-id="152" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="214" x2="234" y1="663" y2="674"/>
+                <content>67.2</content>
+                <instruction instr-id="152" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="261" x2="281" y1="663" y2="674"/>
+                <content>54.1</content>
+                <instruction instr-id="152" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="309" x2="328" y1="663" y2="674"/>
+                <content>72.8</content>
+                <instruction instr-id="152" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="356" x2="375" y1="663" y2="674"/>
+                <content>63.4</content>
+                <instruction instr-id="152" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="402" x2="421" y1="663" y2="674"/>
+                <content>53.6</content>
+                <instruction instr-id="152" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="447" x2="466" y1="663" y2="674"/>
+                <content>71.2</content>
+                <instruction instr-id="152" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="492" x2="511" y1="663" y2="674"/>
+                <content>62.4</content>
+                <instruction instr-id="152" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="77" x2="99" y1="641" y2="652"/>
+                <content>2005</content>
+                <instruction instr-id="178" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="120" x2="139" y1="641" y2="652"/>
+                <content>66.5</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="167" x2="186" y1="641" y2="652"/>
+                <content>70.3</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="214" x2="234" y1="641" y2="652"/>
+                <content>68.4</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="261" x2="281" y1="641" y2="652"/>
+                <content>57.4</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="309" x2="328" y1="641" y2="652"/>
+                <content>72.9</content>
+                <instruction instr-id="184" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="356" x2="375" y1="641" y2="652"/>
+                <content>65.1</content>
+                <instruction instr-id="184" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="402" x2="421" y1="641" y2="652"/>
+                <content>56.3</content>
+                <instruction instr-id="184" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="447" x2="466" y1="641" y2="652"/>
+                <content>71.3</content>
+                <instruction instr-id="184" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="492" x2="511" y1="641" y2="652"/>
+                <content>63.8</content>
+                <instruction instr-id="184" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+    <table id="5">
+        <region col-increment="0" id="1" page="5" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="76" x2="116" y1="344" y2="355"/>
+                <content>Country</content>
+                <instruction instr-id="392" subinstr-id="0"/>
+                <instruction instr-id="392" subinstr-id="2"/>
+                <instruction instr-id="392" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="214" x2="265" y1="344" y2="355"/>
+                <content>ISCED 0-2</content>
+                <instruction instr-id="392" subinstr-id="6"/>
+                <instruction instr-id="392" subinstr-id="8"/>
+                <instruction instr-id="392" subinstr-id="10"/>
+                <instruction instr-id="392" subinstr-id="12"/>
+                <instruction instr-id="392" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="330" x2="381" y1="344" y2="355"/>
+                <content>ISCED 3-4</content>
+                <instruction instr-id="406" subinstr-id="0"/>
+                <instruction instr-id="406" subinstr-id="2"/>
+                <instruction instr-id="406" subinstr-id="4"/>
+                <instruction instr-id="406" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="443" x2="494" y1="344" y2="355"/>
+                <content>ISCED 5-6</content>
+                <instruction instr-id="420" subinstr-id="0"/>
+                <instruction instr-id="420" subinstr-id="2"/>
+                <instruction instr-id="420" subinstr-id="4"/>
+                <instruction instr-id="420" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="76" x2="117" y1="322" y2="333"/>
+                <content>Denmark</content>
+                <instruction instr-id="441" subinstr-id="0"/>
+                <instruction instr-id="441" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="234" x2="245" y1="322" y2="333"/>
+                <content>17</content>
+                <instruction instr-id="441" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="350" x2="361" y1="322" y2="333"/>
+                <content>49</content>
+                <instruction instr-id="441" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="463" x2="474" y1="322" y2="333"/>
+                <content>34</content>
+                <instruction instr-id="441" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="76" x2="109" y1="299" y2="310"/>
+                <content>Finland</content>
+                <instruction instr-id="455" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="234" x2="245" y1="299" y2="310"/>
+                <content>21</content>
+                <instruction instr-id="455" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="350" x2="361" y1="299" y2="310"/>
+                <content>44</content>
+                <instruction instr-id="455" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="463" x2="474" y1="299" y2="310"/>
+                <content>34</content>
+                <instruction instr-id="455" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="76" x2="109" y1="277" y2="288"/>
+                <content>Estonia</content>
+                <instruction instr-id="469" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="234" x2="245" y1="277" y2="288"/>
+                <content>11</content>
+                <instruction instr-id="469" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="350" x2="361" y1="277" y2="288"/>
+                <content>56</content>
+                <instruction instr-id="469" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="463" x2="474" y1="277" y2="288"/>
+                <content>33</content>
+                <instruction instr-id="469" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="76" x2="111" y1="255" y2="266"/>
+                <content>Sweden</content>
+                <instruction instr-id="483" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="234" x2="245" y1="255" y2="266"/>
+                <content>16</content>
+                <instruction instr-id="483" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="350" x2="361" y1="255" y2="266"/>
+                <content>54</content>
+                <instruction instr-id="483" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="463" x2="474" y1="255" y2="266"/>
+                <content>29</content>
+                <instruction instr-id="483" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="76" x2="101" y1="232" y2="243"/>
+                <content>Spain</content>
+                <instruction instr-id="497" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="234" x2="245" y1="232" y2="243"/>
+                <content>51</content>
+                <instruction instr-id="497" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="350" x2="361" y1="232" y2="243"/>
+                <content>21</content>
+                <instruction instr-id="497" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="463" x2="474" y1="232" y2="243"/>
+                <content>29</content>
+                <instruction instr-id="497" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="76" x2="117" y1="210" y2="221"/>
+                <content>Germany</content>
+                <instruction instr-id="510" subinstr-id="0"/>
+                <instruction instr-id="510" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="234" x2="245" y1="210" y2="221"/>
+                <content>17</content>
+                <instruction instr-id="510" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="350" x2="361" y1="210" y2="221"/>
+                <content>58</content>
+                <instruction instr-id="510" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="463" x2="474" y1="210" y2="221"/>
+                <content>25</content>
+                <instruction instr-id="510" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="76" x2="96" y1="187" y2="198"/>
+                <content>Italy</content>
+                <instruction instr-id="524" subinstr-id="0"/>
+                <instruction instr-id="524" subinstr-id="2"/>
+                <instruction instr-id="524" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="234" x2="245" y1="187" y2="198"/>
+                <content>49</content>
+                <instruction instr-id="524" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="350" x2="361" y1="187" y2="198"/>
+                <content>39</content>
+                <instruction instr-id="524" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="463" x2="474" y1="187" y2="198"/>
+                <content>13</content>
+                <instruction instr-id="524" subinstr-id="10"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f614de46e273a35866123826bcc27b642cb5d992
GIT binary patch
literal 387886
zcmaI71CS`qvMoHGJ+^Jzwr$(CZQHhOYmc$VwrzX<{oQlVd*{ag;zo2-S9N4%W>t1n
zX7pN3A}=gT!$8XnNwR-1vjEA8PmgbBXo(NW%?(K>YGLhc;)qWtYHi?bB5Y!0XKVsV
zCv9SD=4_77#Ka28%M0n`>}X<O11TQStf-YDC;(jrO08djTJImC-i}%i52fBONUaYD
zwPwt1{o`3G^N^mgIISPbl<Cm5r7`8G+H_6i>JJEx+1|8C5Q=SiT5BnW?ogZ%#JtTg
zf^BsPgvP0^G2QG{7NT=)xx$kLt8QNqGD#RWlqf}`qnLrBs%>#(KXs02Romi9p(Z3A
zW@6p}=}9p=Fwsa=?i1+`pr$unN+b|ayIDV0^b5jqF-+Oi;CG-7lcj2_k=SF`wz6Ws
zASbm>l_&dZ0Bq`ocHTmnaHpu~-&slIqbp-DQQY%|I$2qeoLWUXD;GGOnp~UkmGB~z
z7HmoP`~gr`qKg)fvXc_j|C)03faQJvEU`$&l&9?N{o=4Z%7y3V{rExtIJY}E9~L%4
zf=8Wak@xM|wRQ6{dT{5>TX*5vqkHr6@$lx|x3hC|;#buN2mtR;WdvzrYy7XR#s8=K
zUlC#X@6c$`N!S{jxSJT`(+QinS{RuqiV5N~vasO)6FWtn|0B=*pP>}8v$k_ovNtd?
z!T(2(;{P681||-ANIEqO<G+DsV}_&?H?c4?cgAO+XMv;>v~YHkH*plQv$40cHL-QZ
zXa67X!KE6H;{z)^kBDMJqHVmaiaY|F{HWw7q>@QzT_a^Bflg^8mJ&?(6#P9&qUaEt
zQ25IDewx2@WHOnGVSh3WlJ~>&)u7?pi{63NXB_wyMadUEA0O<-V8Cy<t>1XJ4|NLK
zobzd4lWpL2k0#I-K5qJ77zbHDe9_1!)Vg9ANL^UvVF`=_6V=g^g~n^^;9l4iqZfv0
z45?9}CAf=4;v`5K;}e4P%i*%fz>AK>Dy>m!7zjFG)&RmXp;KF@fW*`&hPU<x`swf{
zm)EqSl6Oj~S@E0#v@SB~)445!gvILorNQ+C5RM@^D~PXlkw)@1E$|S0D8laRzkVN~
zmS)#S!l$Cixnm%jnvEp~mq%pVtT^_>>d~ewRw)Bc6A`FGd+!neA)!Z{SFS7tlgGkL
zYA8$-npobI@H~-W;jW0gcsXcX2B!-}N|wkyjnrkQgIftzG<H_Ze2A}_Rwu@_u{wc`
zm+((HP4v&Ghzx<&R+ibQ<Y_`JLQOVg90ePVsK2PWd3241$-dLNiN_{oE{IpTgGYzE
zJ4u@3<@}+<1lrnDPK}N@zYl9m2bo+C$-aec1oP(f^SGkxTApMVKnaY&1l!%T358>c
z2v#55whfSWU(_~}?evg633Qnr1SU&itAtfR**)SdLz&ipVZ#ez;?$5ea5oZXUuLV)
z%9jo11QkUWs#Gx{CgLxEF>Xlup@C!^kl=HD%b%wyt8!6RjdYOZWbUd8heKKIuTajn
z?&hu7Sl^hDC)vYnJKnu_;`VLjH>ld?76p#4*gf8_HDm$B6v3PueL*@&u7r()>j=^{
zP%N9%c$@U!$<8a~0Og$HEeD_EU~z0+9N@RlRfKbhe7W;=^In1H`67TB;2V%|17w$k
z^SN0!_v@lQa-Oy>OZMDiZ_iE#c0sm?R=U=tedMjKCW+?W$J<rzOqx6y>S3}YC^I~Y
zXRRYETOj*P?qIqVfAWfQ_OK_XK2+9}J+t3_nwNVj$__@r-lFzdm5V{(_UzO7ASVM3
zj{O`o?0P^wmaRg@X<5D5o+NZxvVtgUI`4FNFWVy3o`iV_yHH1Un0Sd)@Kk1zVAylS
zs_M`#6HR{sV0Pc=m#`h=;F+X|Y8E{;Uqd%l4qKyLtk|^TD`a-?W`AK4-vG_t?U}!B
z8I0HlJL$bU+g@Qbw6=qefHk_HUi7|pZ2L*_51Y(-)0K0Y$5n`~-?CA5m08SozWplx
zRy^PwhlsUvCmLtt6X6rXvWC_dSUgcrVxOo$eR_EINGs$KG{RZ|u++DjrpOWR5t@^C
zzzOb<E<bO|ncVVqKU2q&%^anIv)1?eLm`VJggbv{8sbMj<;nf*zidICOx8}-m*i_%
zAD8UzM!=7TTe9R$^D92~9e{lcWb^~{M5hThA-U|QbYzFm*r(80L9gFCe~dy}1t&g4
z)`e27?o-+UG9FRMIR@ovy34cWtX4LJOxg04oZoh-GxUZ<Dcc`~A0zFeG_Xsiup=br
zz2{wd7iL}Dk8}s_e$E#lvFOhpj6Fc7R$e@{gLBgwX`lB`Pn(Ox7ccP}?9Hm6?7ULA
z?E=g?>BdS@qS*Sbvn2d)1l=1nr}O-kh(r+F_59$ziPu-VanYq;CHT{gWhU9qE5Y>2
z)5gG02l0jd?^f7G;4X1VR(<{g&D-uzlCevkC?|mpZx7el%D{19Z#^?W12^`SlMLDD
zjH<?sZf`6gnTO7(MEtMTO)A+@oXp3{*XR?1@cIEx5AX<WH$F+(>Td!?j3XJL6(&r2
z5!a@%gg#zx=;+qwqZZz=1U;90gaV`o4?OvEn?5mhcRScW&;ZF_gJ%D)EW!Str@oQ^
zzNvw=)8DMEBBaRpPrfiUaItp&dx(qu=g7|f-(t!h_9pmrBJR#&O3r_CJ|vx-ybM0W
zKevBND9PZ{)6z5kbLRg$F)=Xwr_KMZXkcSxX8U&q!GO=e&cXaYlZUo4guC(*%J)pq
z%b#Ft5NKn-Bbd12L<x1l1R5BEaS(D4arJEZcxVZ6pkU}K;X%?yXLVs-aRS0Xe-H)l
zf&ef`8cI#AUj^nW)g=Dv{c@?#RP&Kj7a4#Qk2yCzZqHY_Ui<)r_2`I2qOsSxnA?e*
zFyiC-*X@OnacG0h0{o^p{1ze)$EPgYOb_bMB>EQ&!&;gSjg|SR^<hjrMb4f}$y3D~
zCu_b)7t(Z8cgSoa+B=ZYJmZf_CR65GbH_5U>VKTm8Y4L#ejeYgV^JDl!nav_8pnVW
zrk=Nu7r3anA9`wN=R{lmqMn{Gaw8M{bS}pm8Z~OK?p3FA2R$B=Tqy8grYY}^KjQR2
zIh$tWrMRNmeGgi;!j&SzL8~V}bs;{#j+RsWxo^>S>Rk@L(8>ollw;fOyt>8M*3NOT
z1%Y`5p&J`Omsb5z>J7M^d?UQUV&1UGr!D#2tWUgKiy~a|Mg*}%y&_v`4G~hu<JK%O
z+&Y=S43H@sLPNEj7yxN3Dc<$jP5Y&yXxdtqHSMm3Xt5LVG~5tE-H{oXHC9??YUmPv
zqhd8+&@}fh0UFyU4_CiYnii<aDjTP0?l^(La!+!Q9~MT$LXdgU4VXlhSY{0Cx~iAD
zWVdh{5>CiR4K8MZL4~mnOtfUq<{C|z)nzr{fn#7gAnVDuyDqF-Yzbp0G9+JE^iyz>
zez~Q+f;)~fUn{CT8cC4&hVkt(V?5TDFaB;(rV;X*eg~O5jcCZevTgn3+CqiGKplru
ziA{+Rzn+{7uss0Q&UZhTC9=pqrKB8I<$xl<ZXgq4nCRHaTK(W~oEJc#%{+o_QQK<Z
zx#qJIxsM>;N9m4qqX?v0vS97u&zn~xl#)iQ3y*RPS}&Sj<<Wj(D(}a<9JaBP@}Y?H
z6);hjp*l5LmzHtPtPK}1j7}%D9b@EB!d1zDE?Tl~QP!%hY1Fyv`WpT6d){ePtT`Gx
z@KFD~W;di-dkLTEkXitWCQ(EmX*@eFV07jY8qyr9TgJIA1cQCVtW#X|DAy_C27+!~
z7-Szl4IP?Jl8b^hggQ56ujx(oO=M(jc9z^@l1Uw(lD!1k5xeK#oxiWr)Yv{#p&9d>
zsakfmw7p=v{`-n982|7Pj_aCqi{~WFucU9}Z>6cP!_UP#=zc9oR_ySM8(QJL&BE<)
zvugx-vOTPXSh8S$Jw==;$z;Lnb}v#{qBF4hGKX+IZ{{526bp|N#Nme2BT|Y!ej81W
zz%<O+pvxRCH~cbBJ7{dRCQCX#;8;kV;AEUqolwe6@k2^CadQX<oeHUvqimK^o^4s5
zS$tesbKcllEi)@?uD2m*gVK7`D!RdUDYv$8Rdng`9PylX34WCqjC}9h8wdOfgX?+P
ztxc$N53n4mODUU;SmvHfR-k?inX9ZIMl}p%39r-q)(U6{5YsP{GS>4g-%Z+!1Z+$T
zQ#6-O>AC%28l~D@6JNSL%Hk4i#WkFJvhmxZpxpp!)Hm>Slz}gvCs`@CAFVOu(vs`D
zQjj9FHe$;WS#CffrM6=)UaMYix)_ulU%NZ!I=K3n16RQAUKd@c;?d4RAQFLF#OF{=
zJ<?*|N&CR78?mp@P$jbERAi|=n(bB9dC7D&(faB%u2B1J$Y>Fu;Mv~gs~k##29s`H
zSi`D|VA_y2Q-yqbyp8?Cv_bB;GE0*;<qk&O|0vypMj+)_)vO#jafCo1=j2M2Mkyue
zC(6A_dN;>4-tNU<8#u_A*2&PrG4w$@`Upm0vOeM^cprlDgzKBxu0hGXJ_aF%e2Flk
z4K`o)^?_mA6F93zajJfqDCA`TvMQ5jdC#glm{arE4_B9afb9euX2nssDb=XtR~|c+
zXjG=yOj=hCf5U620iI)g?H4NV6Nac!e#`nhl-x^Fw*i|Gqi?K~_K{00y)dp2-On!t
zyCZSBm5o4dtG1;GK?PHpQE}`6+AgrTt&9W~*QxyIfHOWRtl2)j9o`<lb*dJ#xa%#&
z#2g8oyiW;3LA0VKp_|8{101fQ(czJ1JG3wL4OWF3BBI}ef?6S~HkpZm@t2H_kS<IO
zv&s=8@dOlr>$miS5Aa2^iy0{o<*^lLU`vl;EKKT76F(NFn+sF!`4S4AnDdH>E@=f>
zGHapR;s+0#(RJgjkj@X9@G~&`7lG~|2e9B+r?sn%)?3AbTPDX-R1Y1HO=~(n>gK5l
zDu|hh(eJbLqJ!v6M$mRV!^KMQ2n@B~Pe23+*~u7o#$8kFL|pL!6iC{+hEB@48!1}@
zd*tF0tQ1va>DIr;n6<cqD90c}8EiC4dC*1a;FN<@JbmsNcFsr0rD>f*(XfVdA#9aA
zA%Pgy**R=mF&;KcR(}#MyKPdvh6m?i=T9POR)C9V+639!jymvCIe~Tpfu09i2?@$(
z(*_IFoRGp|mN_!jRd-n}Fv1prQ$Q*^)$}6vAnhT`&P}O^7RVoDXby`aUNXk&953VI
zX4s8$#JZ(kVjQqwo%F$r`jfUAcrklFEA>WAP95ST6%#Lt);F!JeT*+Y#NCGm#m9j)
z;GrtP>kZ!EIHdxjqYJp<OLdE#NNt0x&aqyTA4BTO>8kFO_^nM)A0m>oY8oMZ6uy8z
z{d+1%gfTjAP~Cx|t#)`P?lw<W5esbz{K1Y72g(~h#WtNe{}dPZhp#rhN^^`p;%{-0
zc<2_<L)#@!^V#BwI@s}meswv0;KcR=)>%&V8<S2Adt7@p$ByGX6BTte?e=Y|`Plz0
z5%_L;KDKFpk;K!YFp3NE3;Y6M^e&M{1ws%P5NaGZEg|t<ButPj(Og&1AoUI=IaAk4
z|0SM;ESWiL5Y#{#T@!#I(?BGh1GXW__c<oblB0^_EK2Y3mGg0}#R@kfZ}ay(@_XBI
zx?brx$@RMSap=jm;@r&S54S3`l_~V{ASLWbd8NP#|FDz$3@wS4)@fv5tBv_gKDT3k
z0u{*s4N0(nPgL)?w-IpQ8?VSqDpx9Tx71w~Ur>>dV=|@*baW|XfZ8K)U;yNk0(%N&
z&BIfmVA1sS<u38Ac<8gX7afstwQSls&`qp$Q8FEIB6~^e+myRD+m25M403=$MHVw`
z82CDex10{1L?+m;V9!p-MJt1sJqGz)zl`OGZftgkr=2_i3+EFn8S;f$Q0{>C!_LuA
zx=%PYZ1|jd{8aa_w#mZLNz2Gh#IRbKIX5%XN=@zxSTN1oPD7okqYbKKwd`O==A^M4
zU#x`G3e;3lAl}Rkyz#HxzopPwc$h#-X^9roY3IoyCvV}j(ij)ygi_8oNGNmev(8(N
zr3)*sMo}a<da}Wk$k|!4XzrD9bEc@34U=W>%wN32J4x@}w|9ITBhpA6R>SDc?wxN-
zyjMJ(81Kza*2XB3@H-Zks(8&QfM3xos*9>Y21tDynRWYv2x;X-UdT3A1Z@NjIt=0Y
z%O(q-4kYim*BlS%8*&O*(tl2}4M-gdxgomsY7@=Kde4E_t|Z)#n#VkKwI}_?e@)^A
zP)yzy-cF&2C5=^xH`14G_rRL9O&||g6=_M(5B=$)fC~s#s8-B_<=v#}9$ycpcd6eW
z^ouyUNv`Gv_5k`1qSh5#eJW#g2li?V$2H&yFsOMFq%O$i9A|~(MKhK>T&d(#U)WQ>
z;jk3LH0>fCf8Sj^l>#md7xgVYK5%+@UVg_r+L^~Kb9LXM2HUIzmdBq6mH}Urg(rJ!
zYH_gRPn7tInU=1BphWA3!ucQ*QCN`y6n;$k@;<?=VKs@MzFfwxasAhbRXIPv<0zPB
z#6~c#s3}#>F~)j9!>TPRSfw0?jN|<4k7dAWBjC@Nw7PEunS~z#jb)Ja*jLTyJ2wC^
z`r{oFZtHx*DL#~JqD~X&E3it2l|F6020Q$l{@&W(+Ig=Wp;_g>+MzxWL2>oH=zo}>
zIc~aC=h@I~c0{w5pildV16rJ<9r3Q?8c568t=mTy{aIOVFLwHYe$~U!8fR1FUz0>L
zLDu^-^eg9MnFCPzYwvRC6CRUJS&g}iOxascyz*P8=iCxlCox=9?}cy5olGrOHMr+O
zUx28P8{ejT>#~~~NJVk6=266Aq?vfD*>76iJaBT9B1Sind7jd?3gik5rA~TZ>oetr
z0egm5_JbpgreHT&=S^Os#j>0sWkU=<Bra#t%=}u#pHOblJ!`y(0<kMDLT}pC49iv&
zlNxrref}n>LAseUG(wbNX(|}>oMo+jnWg00K3bjZBH%mP(+sVX+Awz2&-rs}hQ<Sv
z=d0y>b|9Q)n)&CMi`3#|%Jj=Yqc^r^mNT2vRMc_Hukwd_mM-(pSjL~{F4Hs{BObZ?
zjN2#kHU7@Y**u`a{+#b|&6++ztA`NsVZu&mZt}onD=>@J)BbOe_!9@ze7Fp|StwDM
zD-@k)ycTkiC))KZs98;KKA3}!$0+6T-May;#Qk!;DG#G@6E@wRDGt5iMfLiS2RGe4
zn~*qvI0P}irECsUC*RZ;U`OWqjR>_5NkZP4Ifh$aHeMbF&Ao^jg6;Ol#%`_noh>Iw
zuIJ8+lg}}ZSSR8Wj%g-aFFLZPxHFk>qv^pqdEuN32gpf-gRJvQA~>TyDVvRnwm7XC
z*CK}Bw#}ybpWyw?aYkDkh;Ejv*GeyE#4ofikIqqEahV*=8b?h<j62@^e5o(y5zTh-
zE{UyKY7IAI0rT6OE?|3dt2zV|dk;a%F)q=J&%4}$aMh-HV?FqtDL0_KNHJfxOgkbh
z$`;+RFF-GU3ij@M)%i>6zp@wiWKB$SG$dhE;r_rA9InHz_j?Ur=zF=}e8DZq`vG_q
zMwLe870LL673t(W3dF}ww(s_$xPSGd^*$X6P1Oox;nwLsL(Km=iYuB&YvkJ|#MZln
zinahXPw|#}oRyn`PuYiF`Y2Sk3$Z^2S`251Ezk?M5$Kz{@7<Pr+4oi<U{fJDiI4sX
z_gOL@@oXii0~ST*wJg>8L+-6ku+po}&fyA|hgTF~dxGBZOa%AfWym)?WUOhZA`j!t
zLV8bpyam1`o4sS5z14Hdr+Q@bd(*4nq!;RyX3!3Vm#!DTL{s4n7T*H6Pl>+o4t5D^
zvI5efd$teHcU45AosM~E+os<cT+vs%U_D^5guU7Xo#HWl@np8jGsyvJKlNtTwIS#l
zjf8nHUAAb*egd&?P~$5d7Guyn#ytZzg0<3Aqj+8zxX!r<#ZGEjFW*bOt`D*!mCz9P
zU2U#y2y@-C8UNW=E@;?i)#{PS&z~J5?i){E8}y1M5}kxyt4rZ~m3QFk5WB{eLWsJA
zdW{ZZUKI^D>j~)9hT|Fe*|8(9r=G>2%<2H<GU?*bVJ>bXT!=YttQSPuzP(PquD~>3
z_6O+*gX+{vlL&FjU}B{+U=Xq|za&x1UvTq|sYNWH!jO~){F2`T@^z(OLTqHihO`Iv
z^7pD)|IDo$ppc$$Q~KYtc@e13<sxywX-hm0nknXeaz-(^K&RCUWBd8`fqIHfYATEm
zaA+S1+KNlWJ5K-S+W(t1`YeHA2KtWL26HSoAYUin`b-FX;E<*B0}$5(sXck<Z0g+h
zRr}coRo|}-STE`Oiwsm5+DD*E{Ggv?7xBPgeZ)T-v}5Y2%oU?y#Jm_!!pHCjo5wKZ
zHa6>K$;;%X7nb;9X12k&-61|ajLd>eh??K4pXy^~PB!$3@LacB7j+bzKlqv%Rx(R`
zBweiadL#$p^uXZ4e61`qA)aoR8hBIn8BdZ0+QSvFC*|6V_}q-p4_LxCXV`Z*yK#F9
z&rPrU1Nb9wpBsKa$04_IKx8+BmTX_^D9V>X?{vsZ@K}5P%EIYNTAK?C?X|Y!F8xQY
zf6W8q6h!x3Z)R8{)JYifBtptPjJltz5$Yz%t0J)+t>ZAsqJJhnEOMYuAZ(+{4v`-D
zXm8dB>63YG2~NTH*E=nEEA4!_Y!8)~z>Cz<O5F&R<GbD$%p8jFVoH+iPnAqRY4Q#@
zuF%`eF4L}Nvme@*Yv2s$Q;!us9}qWO2lzcOKl%|_Kj1AgJ_>rkH#qtyZpSs(W8XB}
z_jkL-NR|oDB{mc<jPK$HjKjj^^$Eb`*RuVKA3p0++tAbHE8vc_-ToGu-1qZavmJI?
zL!Qq#JV6(l-2}mB>~R})U*6G&Lc^!;2iu1U7S^!C$eo$#jGGyjlUdj*EbmV34(%{F
zI;<kF>m`p<EdiOO5!d2L=jsSM$?iyalR%8Jda)>I$pCqZd4ZzLLxCk0iAEmLi*@|v
zvWLZHb1_VbA|hhqZGl1xr?85ma^i)b=}Kw2a>OE>N=eq!jYqD>F&`aQSKD^VO+$K`
z`C8zpC*$x(mAf12P2DYDDBtl^{6z=e#W}(SrqxTZR0>cgI7NOuq!wtV02?}BQNIK(
z7t^m;e~a4y>$#M`p@WM@;?1J@m>Zm5<Cb+QSMQnCv3?|`Z#Ek=cx#s9tQw6i7d4OP
zV3RvN^Y<Po1VXRX*|XB@dgEnk0A*kG(R^aKBjP1Z6FJ5}wd_~XwTCfj;DSX9kwNLd
zQAE2WWd4v-CnRA(n%yDim2q!c`5oP8(R_a0m2?!$-THjuc!Eg-hx7#<*nG2oH|Py8
z4MJ(bi4HKg0~`k==?&bW#<IO-9qy%7KrRN^(nFRGaNFNa*6V(Ux&uj2?R)mWVf`I&
z%3ipr!|4iP_{H>vmh@znZ=+`>3)D}*E<$pVlQ#x+f66ER5IFdRWFFqcS_wQ^yTkN}
zlkTQp5`y)KW10i<==0eVb_Sm!V(b#LLrMG3V5!s1zGAy$Xcw~ZgVXf?(UZ{6B<_p<
z#azDU{mu1Fh@!9LH|a<7HTem8<~Nv^_D$l>_lfOCu%||m9pfs9N7s$k3wed{nRamG
zVM&=iS=PWqX^m12{wE(R8h|YCxFllB5*Lg^%*nmIl3U<L;s?p|x6He)3Y_%_Pbmb_
zsxuv7x`GXJ|5Ja(LOCQ7`yD%>0npAj?cWv-PlQ-ne;5C6x9f!vk#u$~Mm(M0iHk6u
z_-F3#=ML4XtQQ8F%e}CAssFyl2H+xsYPp8iebdXUhhlT)f~Y7}j3O~kGUg_t$<pU$
zq6eqgC!#e?FO5axF?da1GYXgvus8f`=+nP1X_jI<37C%4?~s}Hr+(2F1!5dc&8oNL
z9+E`VTohX++j3L;s@=XUhj6PKLAW-9w7Ed|J}=ax@k=f{hc_!qd8g^U&fiUVR`q%+
znbUWN%oH9_(+*PifMU1vH?_x@GK^7!-S#j4jV<u803>?>?eK50;-`Mq0MA*NSbvY*
z<jD;1Y_Ka5ULrJA6S_`~#aHTBMQoC8VY=t{Zh;$Alc7;=-{niWHxHJhgChTX$E^;D
zRHi$J=^ei5f+>4az5%gvbhQ2AD>1~Cs3qbL0YZCOn4R%nIbZN=&ejB=Y9L?WZ90)J
z-209YJvrWQVsG-jjR4zRVf_-$;nYZ7q;r=Yl_ws(M5528o9uTonlpWfr?@e0jso3B
z95ua4$<720JaNW$3K>Z<AFRc)<Kjnh%xU7q!QV3FJNGOVAKr}xJC>^$Vlpq~H370N
zP$N;Vt`(lxMzZBky*ZXOC7oiA8S*Ro5CT-yLxyUvhs7qo9J^mj60Kr-XPigp_AFh!
zr;r`0os!y>RjVq8n#a>lURzRIQkxpKZ5wB<?HyU0lZh2np73=8%~NM6vY!isX|d5g
z+Un?U+D5jrF9{xDh(~j+V5lr+@8q3QOnjD9QjOJDIi{i-z)TN?$ToKLY#>DvYL!dX
zu%a?*lWJTe=v)Xw%ZH<h(d%4^)Fg^=$Qd44T%-{Vn_{?Bh~H3g+^A6s2Hykkzu&t%
zH)Hf7H%A^<S>2nEw-M2@$_j08j%T8bOvOPe_SF|Zb+eY27{+;x@t8$P*I4!pagro)
zKI$7(4pTbCsZnJbaTLWcyTEX+)2$Rwo|8zOi#xtjucJ$<`29{NLV{?Sk|>L737M46
zv87K(_K#u`8txq{C}zoNS?++Y^jMrwW|fu2WqJji6q(ZOe#K~zk?`UX`{pIr9~~wk
z;%U*6aM?;$T94m}j5}~7{kFCAP9;5=2qZm$WFDB&ddCVBVAVysxUjsWv$~|Px&-Gr
zE&_i+&K#kY!Mccw0Q;j1#MAZu{A*{!Ze-$}$W%{57^~{6Q^qOHyp|#=T0zaoYg9dL
z8&6{KlqJTbCt=lHY4ZJC>zK2bedRrM1A3VdOpET=va(mksm0tD(Mct$qjFeV#xp59
z>X2u9p5eGOboH2aGVbA$db5s4grp(V`{tX|<6$`&8J9NGF`RDUQh!QYaasQuV6K_6
zo02;7HVaWkD&cumCM3*CGO~14?uwLdzQY6t85=VePRZaP2;qV*HgIvae${>w?BJ&&
zzh-XHi|CG^uv}vemF1$%%{971d+a$}iII)wu(1g%sRDzl19M!4u!1~FFrf;iV@g`<
z^=8Fy^*L*}u7CGrB;(pl2sw_Tly80dj@<lasKeF8ReH}w;?pa9)IQJw)%Y%i;jnQ$
zQX=~XNNCX2_+~Kvsz&z|QExSNn9vm>j`9edO9Dd}!;EpcK-1Xc=;aY$#>wo~x-2Lv
zFvjnd3v8T_7t>;6S171BDYY}<?!0VcjZ+Or>U2o4B6-pN&Lx8YOm$2IX2#KV=}hu|
z;T<P=uf0+}b<!baPRG`4M5Q+S#EK#*$F!<~{`9N-Icc5F>qoWgDoL|a?6L>2$yG+e
zR>Bq(I=9tXNXgXp6yp(Y9-GNHEr8i#zE~oOR3`I(bl&g=A`-|a#Ssv+V6z`HMBc2&
zf7~46No$0z<5DFxSf6Tp^zzK0Qs)<<I_1zl+D|zaQAIg^`<jeG((D;<x#Dk|j>--(
zaJkOWZqwB!6DdWH>opsRhD<!TPFYkquEnAp{uqwJQaY2nUJ7d)kE+KR;j}EUS@1nA
z053}U++uz~H!t8~*cAzQ{(@ekjA1Qu1!$=68RH{I!DIwJ?ZZ?MKKA;VOsGUvD^<YK
z1T%M6KoYa1>So!|Tn{&bsc9^Vp9-Bb0_a8Y>5XN99@niwr-Ox^6<FPp$Km&)OO~5#
ziA=c^on+gEo9*>WRePd_0TFnV2ckeWDhm0tD$L;S>x>|fhz)@%_WQ_?O3Id&gWGO!
zdqn?2?-ozp!sKEHK}##ke|Li<L<X6rC1VR`dn#)!%L^)R=+9>_RAAabp1+Eg?w}+)
zR&=h(Re_KrCu?qY<I#h`#%`<)8<0EF=$Pes-l}-gADB8Z>?qy^;1D5FJyXR&5ts^5
zMTnfSXi<wD5;^lb81ot8qFU+Ek)#ES(Doop7eBP)*%Hl6#dzpY&N6=|RW)pn7SF1+
z@<nCBc@HnEYYJt;eW?Ok@e#dLfk<$PS`7zb2~o^h-84=?r3}Hmb%)EuF~WW3lW}<Z
zm%O+JaP2J%4jE;oH|E6voL&Z3)9jN1-}4_}zL+^>aw`L@V~}Lfax)0L3uwe{=s$Yd
zJ#kPACr>La8xJW5ZTq5gl6PB^%dr}Hs&=epaW_Hp3JwrrMZ>C9d;mj4FOHD^FLacF
z{(nG~cDBy41~z{YPhkN;F;O8Z0Y?i1Ye+gJXA>J${J#ts(Z2$J@k|p&{Qtr@|FUKT
zoQ(eAym0)(g!xO0GIPRbV*Hn!+P^q5%=G`BXJBJt?SW7JUpguNC8PA0E#+)vj!!3R
z=V<efC1I0)>7!v}_=~biI2%}77zx;#S)2UZx}cz)JH8eTD=P~=4HF{^J|jIN`(GXo
zJ*y5R-M_%ve|-E$jiZIVvz;R(osfb3f75m7{}ZI;_|Jt)8#p-&nHxC%m-B)KPA2~-
z`Ty;Li{W3Y!{5zOc62fM$JW2r@PBRn_2aM7znk)3L?I`9Ek-u>zix@x{w0c8*qY)0
zeQqmY>tylo2mk5uUtJcC|JRBCM3esqZ|Q$SlbPr_82^UhUxYLUd}a;~hX2B){|_fk
zTLnT{Wd&vHWc%e?40$L&@L?1#JW>DwxeVZ5U<g7>Y!Q+%95|GGlEHyr2Dyb`2|lKD
zDV%kw`ab4CdU1rgkX`vgF>N0{N}#ZcinJ!-r*oi|^o;AG#%0InB-<<0=Q#x6c0kd*
zIQG>=xcDdW8Vr6br^|@(f$?6>?ON{_wg%ML`cwyKEcDJf_@^7x?ft}fUgnF2qb~8v
zCR3eUP6vM3$n&)MdL7WcUs6_1f{Se$o{e0}La7=p+b1~N!TJk&Uy#!S<Z+lz?CRJJ
zW&Yc8MxB{ydA%l|z8FiN)C1%3$w%=x=ek`<uaT;#?sN2OoAj<awEpC{pN}ly!Lbu{
z{kPxu<>e>FFcB5tiDG`n#wQJDx)9cOt0(X}z_Lzn^it(>u{zxphP`L0mdbkG8t7lT
z#7D3`XrMw2V)hVmwi0H<J>|$iJb!awA}>0j?=OFf?O#DiLh+HP;sY!DL5z?6Y>B}p
zh=B;JfwAbZso|qutCT_2V(Ot(j4)jmUlBtENTHIAF5pB7mN<tP{CwX2aKmUgucKPo
z%Ql|rL2mXSEBXX5Sbu6B6C?EuQeEJY93<wA1D8;P7@(pW5H{?w;fzy~u}V{7&7}vd
z8>0Gx&jc@!hSFECuG*&6(e}i?Y#!g$U04#U?GVB&g{rkx7x8!~nr<0jcT+(mn`Qm!
z3f-59yCWEJM$nTQGCOb*L=;PXY7|WuurkyGDKqGfD95^Od0SBTQI64u#iQgSXB;qD
z9#e^noO8*RF<}GHItdfVYWg=`nW)?%9Yr%G<DpAWW{z4nmzo}hJim!7?|8mR3>all
ztJGD@MVD!so{5q%M&?HKqlcxvDGLzEkj%S8{wPH)A^Py|F#e7vQ;l}PWEGZggYQaT
z0o5MZS*s()AYEBB>{;>N&>V6nil3xb)dz<?$Vi_T&lGoZ5SKgqGleSAv8i&EtQ51L
z<ebs5tf^lk1mD02vDTa&d!!x_R6fMBn6Ik2z!;d?kVtuPsKZf2`J~RHkcRFc8qu)9
zZqiMkl~Kl>#;sEA*^_sTE}9XHO>JBQryzR}YHmSvb!OpTJiA~#p1@Y3zMXc}s02Hv
z(Lo+}81bnETG?V5#98@WNVz1kCF?dv`vtCJ0D{35jdz9Na>Y%?BUe45s#aB|Vr|o4
ztJwmhV=gr`N*HjODL|_pVAvfOr~cr>9#=KAl>_GCUv@bVXGoN($xs-(pDc?weK|70
zo<Szks4IB{)j<V!7!qh%$f?*_u1hH*qa1SH;91bqqBMH(_73c$!N-Q0o{+qC?E6r0
z6~Hr8wLg5^xq<6m>LJOURby^ACwlnibX-UupDtyP)^rPI!g_3oYt<Z&vLkqyyvKw+
zoK~)XMdgqLt%7IQ!)-{`D}=*cxGJaAO-^TYGd)cVPji;|XS+99M3KD8gvg}nQ@6FD
zH|?-dJAunlFPDL=+?G-o#!$4vGB8s(qndGvu|@Q%NLzkoQN~4%XT`TO<2s+~OqfTd
zZeC=)=H;yKtV*;T!HyV<DY|Kd#5C6$mX$0k;~3K^t7D7X#MgwEo@T>yW3*MM)v~Lt
zCyi%`ccORwo9sj3gQn|fDZ(9d<do~6%&bS6o=~|#{T%**w*c~yqeZ~=M;h1^foSZv
zv5PpK8eWe^_05?aipQ2c%O@^BYE?gja=KbHswvBK<??H)ce{XDIg(`(WU_8&Uc-Dj
z{spyu_Qn#9iJHk`xd9ugQFHTez8D7g-|uRfBGnd&oitrbXp|x1y|Ice$XWF$Yx7xi
zCI)=D2Rt0rIFA19T7gmS(Up0HEQIG^mFimgnN}B*usEp+%Nk2-m3xajDJkt0c}O2d
z#_huTWY<j>Y9x}J=(t5Nv<YwPMobDHaF<8Wz9t|}fw_D2v4WWj!?|LMUrPs!P>+sp
zy2DL5fG|@$g}E`~16boKPu%BGjD!Ky^Yn8p>~uI9!&I$Uukbhf;kE(rJwh}pso(SV
zyKd$4LLTQ@hh?pZB61$-Biz`_LUI&5(qhnt#*xJX!+hiBc1H~NIfsSpR)sC&*mkbN
zpcs@i_KBA$W0a}sG2AVSo1+}v5yl!pJ-O7$54sS^@DaqBmVY`-8#*R8&2s5yHazut
z%Uqed+~IcamhHt!t?poa@t46JJ%4lX-9-~-xUEXF=;Db5HjDCd&_{Rk#IuMSk)6y+
z5iC3Ay57Qe_?PXIAvpl8aBu)-KS<}^i0}!~XX@ky<rt41HKuWCn8(ppFF4($psVyh
zoO`qeb8Ahf+wKu$3|fX$X}?EAZA}irJvB`sc@n5R<BxOl6GMkdsqI>UJh<YFVbGN5
za5n5kxt<zrqlMVd*i(thER2?r*a_(sS|Zy$1KxubnNM(^&kBm-uQUDfaUZ1>sq7%4
z^;Oosv;uyAx!52pb#qpp8N=No(!E06Zjm~vmn|R|n2r^Qg}vHnv03O;(dVB;{qv<~
zalEp)QYK+^BdY6~WnoV8OU{|Jgln_l%$8^|BYU&vdn02YCOXfixC>`f^1UQ>BVjxL
z__f3oo5kr{j_JC@bn}OKcxDdot1E;HF$ea=BW=M!d|ov6z%yr(V|%aGMjg&d9gVHp
zryUluFo1}Ge&xtss*`9ghncO7oMB7E%?s0uj2)@5rz^xL&drDx%jpQ#{`e-rf2G)<
z00{BpTH*HIK>m7JR;{orWkCfmKr4*c)VM=QELO_71p*TD2XDEGg*Ea5GSB1kG840#
zm4S}SAa!6y2Y3&mPg0}1b%2$Q55J4nW(AI1Um+j0IXRS_0+}hjl)zF@Q&@iS(O{k4
zwQxuonIkf}nNQwNS=3^Fw_Ji!+@DxQQKe@8%<X!b+R6w;6Xou0(`(u%+w0nGCW8h-
zL$P?!ylt$!kulKlm&g!nDr!TwA(jtUUTEwYaDhRS-I(0foxW$;+*&J#C4~*cHW5>}
zPgPCEj)&cH4K3<Sq;OoZrW10L>9T81SE+|^+cdMNQVrlYR+ItERLX<pfhkSvwGcd3
zrpqNMUaSbs8GY;G8?krg&|51yOLfG}Yz=eK#H#6a_<`kdIx5Q*9Q1Ss60cpKkdviz
z6Nx2AH42Albq%N6E-qu%b00ld^$e~Z1q9416H)+9dg>nYd|4@LE3r)>NvKm*0R@Ie
z1P|jm|1YVV**%HH{)~y&nN&tbt_gbRA45b_jhyy`D^*Qm+jlDUnFkuV+@0A!Gryqe
zZME_0ES#7%bAOojNgs$MSXQ@MQJ^)4houqhK-?hl`iS2rB?Ui156z;td~tyGieSQR
zw5kmWe&hYR1;xXHRN~@Pl`~?VTdCkNi~kK3#2^*hWU|^~Y-cPLXC)yUhoyfXHN+?1
zNTcU_?-%Mf@|bCZlFEF*m)=Hv3G+u($jC~$j^RMo8cTEJ3GunH_>YCg0+9lVn5(8^
zEMYbN(ea`FweSKB3)~Nj!1**m9b7dsrbJ!K=iO37Ujs!zzm6<sBj2%x;AZA=yM+qK
z=nK{8(`ZMUEv3EspEN8@O&O;Nb}bslc#CCB&l(K2jnK<nSD_cIV-N3I<n%79{p%Rm
zwLXqiqowCz`*0gY&{ayMC4Yh^R@mT@?c?QBk5APFFRj9$Mq;sjm4<+~dXbq6VS|E{
zB+cuy%|SRadLQ{`2&L&adWE?9N<o5m93e!AoS7wwMFwIrXWxRsKEz%xJN@cV+{cB!
z*jSb~D-bNjJ}<}?M~XD9#wcITvTFh;K1Zm4C*DFl^RGqXG^M<$#ynG@ADJfx%Ar@v
zM>L_<-?Tz{aM*yTz<~M?^1#&&hnD)FH-Ongm?GV=@xpK(FSDjI7l$v_h4{uq@j<Q$
z@3b_t6BQW0C|@EQm}YeWw0d9IQ4BVFPVM^JOQ`2&)VeIdFQ3fm_E{WasmCn%Q6B*>
z{W5$)qs#e<$dnuH@^j)^*o<uDIb<*JSA=TAdLiFiPFD<N8#e9wVqIC*1%^yvE{4~-
zDge~OIACs@6slKbsPwa9eV7Q)fHLaMs6ZdHA1Qf&-%MJ<=Z8BOM6<mXYM2CS5qV{R
zo)f;LKtG7nHu3=MfNwZ^m$ty3sZfM*CJ-xwF9D%-^?HMu*b+dzLQe9O$8Qt9IHsR)
z>4mO}p&#o8W<+PAnxjAZnE}6Lc|h}cOI+$fTgWT`AEk~y1{!Lb`M)VrEIg7!A6g8p
zS!QY4N3~CjQ8&Y2I8=P{j{8~h#zt{+o%Rn;R`X|Gq8`@p2I4Nz7k)7_wSn|;j>mm*
z9DBcH%$G9QFZ6<KsQK6JX{Yo9*ZTou$3}3Z$GK49;G&X{^lwTD5Pa+g-i(U`5+%cI
z9^?bKqp*W;!(M{5-lJD*Mc+*&(N=2&eRCg!I{{nW@hoy}j)U|?fs7*B9gl_^@z6t!
z&EB?ROAoJF`_fHm-09w;rpHau97j`S>;%4;m8898d!JA+jyi>8u7Nwa+Ea-fGtH<|
z4k}X{GoUb<W!Tjs+cEC>@%BNek$w$)9J2jZgi*xpQ#m$N+|O~OPIM$iG5FK6-gNt=
z^_Z{8|0Ic4qpVdS+Ys+J;?DOG$|*QA*;kbBrfv^rR$N9V-g}a?jbIUGmaZ#E{jezY
z$Xr|yJNB@MFn+*crT37X0!O;rs&phQJ_vy&C0cpaxAa37Pv<o~uiDIa8@+oKJqwYY
z(v2q>1+bMe3kSr*-#|y6^XMWWv>oFvC!7b=wMf71nJ&3xa2RY2NhIqrYq#hNGVP)O
zxcsdRyI^JB7qF>T3BOJDoJdEc2hh!XxQ>h)bFfLQjW~aFLCkn+FCl)+bibYz>phvk
zMj*6n47dU|J)@1sE(Tnc<n7|2!A~#-mX?R)aenKRGdQ#1;UPsE5Y65a;^c<fr*wJb
zvVCbf9hZH;F6NkffPE61N1pWXaYm872a^y+XJEUpGXomP|Lgfn7FPhb6)wVi)#B!9
zdEILX(W_3?_QeuU(6;Gi9Q-n8JhO8COO_U@y+wI(4l4P0SwRlXg^MHR;#yIT#8Rm+
zHuAlKCJb*w*axbBFKDO0J!q6%ir2p#br!iLxs?)4LSebUR<JG=pRCCS?vI+SVy!1~
z$2G)9=RG?Onu`;Qjl#b2v{Q<}#4WcV;7p$UB<w0))Kj~zKx6FJO6$DjG-z&4;q$fq
zy+ioTc9}w_TnP}vF{0xFxyhY|F!Z@aZaDCa4~QP0`lMIPape&qET_=a8&`=FH@oP8
zVM6(zC&NDq2{WY;En*EPHx@`jSyE5iZShPVbvej#NgQ<RYB`xYVV;_0+)+3A&V&O$
zQpvT+im;X@H9;!pLg5~4Be{;fRO*B`QJ#KC9gx^}*d?TQJOiyadtE0en#1xR7QL-N
zZw-hYeso8cFNC5r#=msyBraima$b4&IEQy2K6O)-I#EZxyP@`gSFm)u#D`j8v31U}
z0@vqdF&zI=R=hg)H|p?Sw(0KN7L6!g3yLOX#3}IgP@Yn3*p8y^Io=AlNX~sILX!0g
zczuJhe;8lsvr;E<lu5IcOH21QE~Cu-(k7DifXLv3fS=1bkvO_B-}C;`X>Q`e&A_bl
z^rz_hgM`w(@Yd~=ggqiAxZ?`*z-xQKI3PcPAA0$HCLR{c-p=Yb4f5bGm|&y7Vg@em
zxb+LD*3{6F-anlr^A>l`wR}l^vWNI|gH});+@&jcB#nPC#-zp?MBmtRK&Qv-46o^N
zl5>d@?d9e_`YFKsN|yv-0b<$*gB0oN0p*v1oG}|g?t%3|*g>@cY%3?>qYfS+51}x9
zDd`WRkWC;yociqosA_3Yx>t<fmCOA~9DHUBJ<|!oZe`F5H%9YHOU~O8tkCwf5aple
zz(QGLTs?f6rM{sav*_&vca+5CD!NX4x!#<}#QpL`2ty%)Z;qqgpuR;9-amgdZ)^iT
ze9&Jz!+$U|@!6eG?p_o#odbF)dxWS`l$t~L9uEj}%PbPS<Yr$Wzk)x2)o|rA$+;Ec
zo{ON{`0jLX7Dqcz6!-4?L);jA@(OeZ-1QB2UhJ-`cw1}EBX{6NBM!JXB;G~lpD{LI
zY8MudNo+dJiD$kFjhwP%=Xy^wr3FPnm(gcg=UP@x7I=$eG|!2}XEXWNCID*2eXL!u
z1iwaASK%c?Nl9p`&z4o?!H6%wbodgl-EN!&BQzT%Hu#dBxcZ!~d0sXjrn`D?wxQp0
zgOzF<OeVHT7;I*yyoj0;z!oid(#u&`Cr5DaVIWcizt|HlJ}(fNT(PEAY@Xkf`EA-H
z@<WAzY}};sU4?;qcT(C*YxNRchO-^1Gkp0LF1(*V5<ED3f%}+<0eUQ1XR2?0``$IM
z^sVXMFtu(<O;6vyo$}qy`2qi=U=4rz0ey4zf$M_Be$|~6uHqfy?j?N$a~Ii;YPe8+
zqtzv#3X(1aYx7Eup;SkXQ|%hq)Ab^#?CJq3H1A!|cYt*RyaK<|?s5eZeJIZ>h~QFX
zQ_ZopK={T1ad1s9a-X_{|ETHn-3m45fhPLn#rwJ;-vYevG>^*qKz#zQruFZD=!#&e
zKBnl*=7G2J`{BKk)x(9a-_Z`<+!J`<c1-g;_D!<2`+as<@34s*XPWI0d=qVdk8^)a
zGkksXMU>qjt{A9<{q8xtvbyGF>pbv|Zt&G!0Wv$opH2q!h)p%q@bFDN8MRP-VZ8(o
zd84W`h~w^?Xlml_3$z-zh?+K#`(e;v$yq^|cV)TRUG8)V%>Z7ZRipkb6*Jf<q)fvM
zhLi1*pcNhqMtQ7Kg-fVfM@vqnwiby}!8Ede&&dEw5AGn3*ea&6cQi7ju$nA~Kv&Y3
zqSxT<M30r%+?^7N@p2b6c137V9QTsM-7ik|<6jI2_7YTht;&JGXP)8-jrTbkfj0(_
z{V1qtlI8!1*G73VerpF|*MZ4KY6#P6_=bvJbI0*1bNImZ%?W{+^8?zA{>kW$@QUsi
zVoo_zMpHL4rr-NzzcYhJC^h%R)Ek7pYxX)=tl5EshU=AkK#0w-U-AjCQ=yG}_>u(n
z7mwF9IQ<6vW@co0>q?!ZdGJzuJ;n_B#IE&l+I0cbeQ>$K-;pi!_fE_{nvb^bjy}0f
z=SUV2i%otcx42&c1v2Q>yM@jO>m}&TngZpU#6xg;`UL39-{ehJpx;p{EY?jd@rd@`
z3|SIUxO*sn^<dfHtIkvbi&(kEOF-|JUtE}#6?)k7L<ZIjkj0021Xw+K^*Z%{<5loY
zEPllzhI-_8!#@-PLgB7XmS1I`a=XhZ54HnnDKht2b@VVc<q{Doaon&-@rX_p;0=T^
z0AY~fwfv)}?+kk@wp3(X1G?ncj~7w}UGmZTMN4lV<_#XiJ&31}vRXqq`+_Jf+5O37
zd8<-Yy(xZh)i!V$ya@~qeBcjkYvUfuIuC2#-lmCLw}-Q<rx3(P#QpS+zvC~qlV8~)
zFa=YdZP%7>jk}vSOt?107TM)Y+^(Ttf4OB|W65X;>|Nx!8zTs}{-^Msw4@r1*6Xgi
zL2~lQ*($}ThWxJlc>VWJtXMV20}M`7g9MLa&u8Rb;03rLKNwBpe&|tEKVn}L7Nt#)
zGe8eN-fn*s^RDf#2<Bn3<=uUXduht6cg>Jd89o_6=(CmtR6RI5WHwNwvK4s$EbbsQ
zPP~Rcfgy4$+&l=UKlCirVE{yaI`kdqloI$2x-r-(@CX37?ik}?1GEpyrX1;=&$7e(
z6=RlpX0b(PiN|^Zt>nl25y^2R$t3gxE=8&oLa6zreTg;(T3m;;T2<7CwlCVG&Y!6L
zQqOpeJ?l!o1a~qAiUBIjrfF*itjM%EM@Fz{;B06GJnFyyAHVtVE^;q(Z%>6G8b#cJ
z;Bj)eI(`!4Rbo|P)g71?c8;4{m*p_ayvT>i7Bz?17RI`6k1u$`xt(%PXw{=)<6I|m
z9UL>Xo!PoL<!#)UYPi*P&E&Yjbw#~rdz{oiBs=}qSUkV9FU`g<TVA_xJ|CXjPc>XP
zOAoIzu*)y+iT42@!WgTb_pT&^<EXx@ZsfvOnqVc+N<j^dmVo(H2}LWCjfCzX_$I;i
z3nPgYehAeU+lFF{x_{Nd$p9afQD_S7J`5dVE&?70HV3kySDtt1{*IKjvJqP(wTN<3
zAsSo7DUOhq89&@wEP3bGr|3UTv1?B&>{#-=^q6W1D1nip5fS0)Y0Qk79KIo!F&sUZ
zJz|J8AZJR66x=gN@pxyARw_mY_5~`->MsGnEYyu=`2-iGlsVj&M%&;^(J@<)gjCpO
z@e9jbmxz}6HmOZhC8aO*ZiGC^3`w+WMICV$B;&aG!gv}<u5#~gCRe;eijoq1FSC&r
zDw(is+(`{KU!B=*Yj91sbX(EmJ!T2Y2`Ng)%kWjzf|FG!!b@NcRtSkZ$q@ywnBKZW
zx|B<WdooF11&O*dSWC2^b-SSTfP7Rs6SsKyOtNI|vO}Iyvf>_``Ph)=FM_LzcvgP7
zBmhoZ)+(U&HUH-_e^>H+9<14Cux1)S8z=q`ZT?V5B)+*-LW(n0612>RuXU8ZXS2TN
zN<FXPI-awY-piHDPy4cyySYXCm4tf+5;bhg*+(!Ng&@~p1G7RmNIC}?deIwVOgfYV
zQ=U<s$kjiD4Is_(#QXV{39sDclEk<GDv?9FJlBT0>v2dC)7;H{!j2i?m!fSOrHBY?
zkd%lCa%UWzB!mL9CJEXgoy3Vz0(g<ez^A|xbn|^l#6sxrYzdoTw~si8sRn0S#i2al
z(-Fc@-EeD73uxj@I)SDF(ixyWy2A0;KBB_E^MMHwfxb3NzX%J1a*@Z6@_h(9&>oc%
zxPi}6_dblfX%ST&aLHIA@sJ}dop<OE83iSY3-e_Y)B!uynESxiNi%203fvZaBU5CO
zhzl9NGQ~w_w{+d(>k{kFw*^(p$J(NTsmDDrh->FuLcleoR>p#GbYwnMkd=fD?X6G~
zFlTLCk9cVkTk=&1qcImm5w^o7YN(~_m3#BhEPh#x@e3e$z{+-t(}L2Vj=SVrav(~m
zpqkd;|DmjKL`cx(MYy}5Q(%**3@<4Tb^X!I6W*Ns!|@JUpvUM$qI`<>`-iai+$gKF
z_O<6_&6h6XihDHn>k?ol0%hZsgcQ#;aU}L(e|2w=onJo(rWmp!5$w0Ww<LZ{szfv)
zBu=%F4oi))4Z_Bv0UI+5Xe+fq%{t1spS9sU={eu&qL2ClGo}odgX^`^vVSnM#m{B0
z+YQf6_D;{q-vY?zM*GxsxNiu2m~WIRemT-Fkmhqi<BrLH8w!vjEu!yb6U~q9{{uQe
z#lKu5e&PXyTqS<&@rn!1qhiK=L!61P6VqT=YIsn*I;_m_GbaptSG?lR5DcR)4Q~}+
z^+@9Pof&Gw1puF-I$)xco}=QooF~L72!+Y`X>r1{Ry^W<Mm*rAiY(%OPoFpf3waL4
z3=Kag?(=+C9Pld^KjXP0?({2bhz%<%+8j~@n}++u9<Treom2o81RyS(V5rxBgZc>7
z<L;R|;@4Vl68H<_7od*IUiKDyoE>C$v0?b%xY$~@nq9}5xC)Nv^qiI}<v32msW`$R
z4iQskIVVd9zFsB`Pdkl@wkn0@32mXFISIiWL0eGD$izr&XE@a=#WL)2U#d-trP%Fz
z5^0RjC2=e@_biGH+Ea@=9T{A@V|PmJ2;)>m48?YZ1pueWiy4e|B{F!KjyPGBs_0H!
zM;O<gJX=Nko|9*jNo1bx6gn$HhNpTWPiO{K+Gs>tErKLH_Ov#2F}5?2`pMd4s)-WI
zYm>3m`knT@iR<JbIS`FpC!@4WCa&WVaxmIQ`FJFf1Xw_Up%57b7>d&lU}P@}Q5f*|
zJ_5sOU`NuSP!Y5Zrzr?F%{B$Jy9nxj6vUjt-3q9iIirAnR8;5zJ3ygKJAkPVB9Efb
zqdus>1PV(#oiNj|lS0x>P5`8xO^SHOs@Po=zf%;yL&X`4SLJ?Z(ONfhDjJ-`4H)VF
zScby?!yr7<F?}cz9dbkm9MK`D1F199BSPwhLAyPDXqpP_DaJW4`0NPn_YI|{9Yc}S
zAxFfX?npdAoS@<kM<k6B(OrpjLLQ2|+aY&E9s455ncfp^V~^=N{gtk^6Hl1z1f8sn
z>gpYPf_RLId#SE5s%wnu>XmyHU9r9}j%`n*ITTKI?=AK-q^uNn%Rp6iGHm9Lgp{ol
zs1}Y_eV{`43M!M5DXk-%(m|!7`mXveDuOLdMS5VDuZV=>f$FLc@Rb!24{U=Yj3$NX
z{s`O?P$nm*pn#7jCW^imih@Zgs>lH_3Dl%g00}g$6AE`lK8dDQizF4XXhP~vq~r0Z
zus>1-N&F1WyQSm=lBA+SNkX6#R;?uZW+l-t)0mro6aPH^Wt^E)GW;ymoRZ<sL3W>o
znu82~9WxiohH@chE}o6&0DCWcFL#fbtIyWw>Y3IR3#h6j1`AiODQRMgvL&pnR#`VZ
zPD&FJUGjf?08bL-Qm;TM@|AHC%p!d?R$3({ioz*nNRd0S8o+S4JV0*32@I)UQ#Zqx
zwzk+ammvG7z-mG`hE=Nx18?fssTYt^INHPyA36+4mwox6dbH4ko7rl7Lxw}<^0I<~
zKQ7EkCuZP;7QROCf`-j7oNPpD)dGV`S=9nYR!*Z{Ak0nNg-UQOei{i9zZhH!_VN#c
z@ueW@1e$*cO=Cl~q1sRj4g4L@Lpw9~P*$UVA-ighsyVm(5j(CPr8zZnq9(K%Z+~wA
zEigpNEdOK1w${h3^c$d;^+4!3+Ztb^P+_91FJ_<z=ohjci1n1Krwz9v(o#_g5E{yj
z(SRri0)7`)31cFJAvnVrX6s$SBh9!uLws_1C|KvM*C9q#8hpMAS5Y3%2i4^&b<AS1
zWj#3$@np!I_ak?+ZMinm2J|&~t^qedA~b79SLYbaz@Td^zA6)imt}J-Vd<FayV=TI
zC8-2jE}7G1bwp>~61$1-qH1&u3*bbl_d$PrX?$^M+_q#B^88}Iuw+~6w+RZbH#!vg
z1NatPyx5=TgFzq_>Ot_7+ADpNzunk?CG^;bt{-Cuu5L0{nlz3Yr{C9NsbMvmN|VKG
zF*i50wzRhReJ-cViT^u9Q~R*v+syn!`P{<o^Dp0;KWElkt%g#e++@~S$_#v&Rjcxx
zU-<B)GYdaIZ_*34@-myQ(x|m+4ZK#+sz?91SN+z<ufO@L+n3(H<JVcn(r4p!W}UWj
z!`9PRVm_g4Y5zxWy!q*;m)`iqr!{}$wYN4kTeM{s-{x0-xXD*pM$?JD!Z5i2@lt`d
z%kES9_sdDE>Q(Ye$rbW;i5kx%Mmw)F>a<$GHkis;5mFfjT>m|}MCLL7wDIso8mRsG
zeu!2cF4URt%r`cme(+PJhK0+(SHQX}oyfo=a$%$~;%xYO%-8?7LK^p~N4=4*-Dj^B
zJ}msUkQwUnH|@ZGhkRGYd9ck2wj~wY`sA7x)hYFh<(YETMe>7^%jCx;DzMH7*1@jg
zS^J7rhHca;6U3udt7|a!od)Y3D26FUK4P8G-$Gx6fhX`L{AOyMb)>P|RWuH7E2Im<
z-e}kEmr}SLyYWWFxPq>5v+&D;k$P^N3^C`xx)}PStSc2t!T})=R@sf%m?6hztya;#
z5pTQ&hsiF+fP%=)7~VrZ-bZ{8!`FgY7PD|_kWG3dUiMx_^UnwIXF(ifbEUYHZY!(K
z;4AIY|5b%mGLWh+WR~0g<|TbZ*>vsx$P$wEm(gW$J~&?syxBUh?>n`)HiN@*NvjM`
zueajXU*Ir&o4mw>wxVC-X4nx{e$kd6m*@>eu<?0`-uI<3T2beCf8P4#=X_AekMm3Y
z_xT6;G4Nh~4BR$`y#%7US&3{7+XDV;UWsy-(^12&BbJqzcR8IdKxm5bA0n+T*a5}8
z03$4BoM#MOT`s9JWKg#?Z0KyS3vLORnuRsBF{xqNW^7+CMRlA}tTuDHaNYVq{ZVh-
z=o)Ll{M4pEednY>U~=uj;|_06mv8-KN6=E!)ZOlu!VFe5)&^^=E-A2aPoTx;Z*SQX
zX>++dyKCzH&2+T~M|G9)^PRhQ@7?F!z59M7yL<PM#|;T(6Ua)My#WG*5{)7)Alrs5
ztzbLNghwf~sI(#_SfMJ~fEJtzR0Tyy!UEQG+8LEXn|9h6{~*;?cZxc*!#D<<D!KTb
zyP-p7a?ahI@0`8oJHOxe`+Y2txYJV(H@m$B`Y^nP`3R7Cn)_1<f`O+ia*y3=y3dDK
zq}d=FlR)YUo_c|Ss4z8MLHJBnz@5usRbT)zXq>$JWO({Vw`>#y!ECQl=RdH1$^AP{
z>BCKPj;wH7M8UnbbHV!ETlW8%y}=w9pxbFDR_d^3r&kFH^AIwzAN#zk?D~YX^deFr
z(Uzdwr_a+RFfhSZt+{;-PCzTM5oLt*m~C7MJen<TnQft#kbPh;TYan0%U%^%-&KNu
zEM8aa?q0VJT8*i@yNKFEmfbFMqx=TqCn_w{LY9a*W=>lg0zxq2i~G{S28$rVHn9eK
zh%+)@htpZJLk^TUtCl8OD$`0dwHb%(TpZ@#+p3X1a+IBEmMkeTg(@u4x!(Z}&Esoz
zgqm*ri@oAabyIJpuyB<YP_$HCtHL%>*d_|wWI%yIR%=&dpz+XKVZBKJEeZw)m{q}e
zW5y+H9>rDtftgh^EMK@?D?(#D5lc|B<a9ZyIh9N&so7??+AVg`ZZiA)UOzR5g5h8!
z$eAf1e1J1IstqbN*SeJ=$p|<^J%J+B^Ef1&HAP6;>xv}k$0rr=$<PEgG|v3(LYfSM
zS8!5;2X&bId2_3%=UwbG0}NKhfWN8*+-OeO{Jr~&FW=jgP&>2lZh7+U*$ee6CTk|t
zu7=WKuhiZ=C)8-B$1k6LeCUho3yTJaU-|I-@GC!k{^BI8pTF;(crf{!>FfGO#U-=j
z?OPd2_Mq8#7;iN|p8G9v!YODYA{-l29ufuw3SAE48v#BgN#ciNM1ubiAAaMfRC7uq
z;YGoYU&er`ITm`Svrih3el2k>Bt$6a{2jKUBK<uH(g6I$a4Kc=DTP8uFIEiZRq}G~
zM&%aVK($m6hHfvOHS0^XW#=Gg+^rdwgSs?5>|fj)o1U9`U|CqcC!Xz*;otm*|NU}j
zcT+lDzxbPU{K1w)JXJQ>f+zYho+wKGuBD!*zoI8OuFigtqgI>M2855uNBtvy>W@-<
zC#y}2mY{!3ZV8+Y&_D^4Ga!o$E;a{R87?*A<iU>AnbIPJckz^;l;4-4Fdl_yxK;uf
z2Y^t`1y}_Kh{4CgAnM0p?-Uk9lFwI|C)PZo=6B>pE#Sl<B;nx58Ti8_EL=N-SBx-l
zib2L4aT)WOs5@`Oma&?+<s9ID!JU(H_|bKVl^0S-B-)7F)@tO+01%Q{Fr)Rrx|`+t
zZv7Poe)8;thgPQNP9FH`FZ!1~qMwBH<6VtP$`7N^d|>0gLyp%={U>^M?>(=N%4#>u
zW8(JTxFO7=N+z_JAO)li>UMRvZ@2%j=b-=R@^SwKk8M^oAEjOqN`Nv?2+B4g30s#1
z`qA(v=oRcy-yvZl;&D)!jJ(P|oasAbnv)MZh_^&NBXI!UdI1g+8-&Mdt7*n!aL)Zc
zX>c{r238o{QUC(sSyC<3vhq+HYPu`uC`dO4u}Vy#xtN-E=UPJHN(Tw%^WloBx~9vn
zvYcxvRODPWUC`D^@6HxhK7pl-B$T>pbv77>H9G?>n^tMt*L<g#Ui$IS3+GmTW$V-W
z+q!=83%LbqqQ>>+%4J`BoxYk(<hFLK*!Ba*iC0f<zHeV!?!?zW(EpUH&o_5D#UoqS
z?7fDGVI9IL%%_z&$gmd7J0J_d5fc?GR$g@2iAi)gY_<}t)m#L;cm*~Bf@pJqiClzR
z=-92)rP)Q`MZ1HDE|H2CISXzqK))7jG38BEGQ~{P6qX1}5eYe~6|~H3SD|;R!(dz<
zUCzx81P=p}oZHi^n$WyTl2px&2eR(0FNuvqVqU_XrQh1|%rkmL_pO5=xXo?6^`i;>
zU6?&V1Bj4rRD`qqa-u+=*6cKc#Tv5KqkS=Xt-gpa%C(z&%;$K{#zQz_jhbp)IM$dT
zY~r};DHS}Wg4G|0;xYulG9nXH-x6FOljGbtM=?-2i|tFe1cx-M<cWExXVUJVCHlv+
z@SaF6QZrFV4cySen%E~E6*)1Sa=o`-0fps22_>sJm_ijPBS<PJm{Um1N}+;%5+k4H
z<us%iry<`s#!!xN)nJ@HXpqx{sKp4=3@J@BBsFFXW%C)Y-B_Zot`yiJtyW>1Dr{4Q
zZK|+M6%E4_O}15I)zved198g%b{&Bnb4~@=R2YN=mk>;bM=~YvpweIM3J{m6gd#vY
zefp8<e`aCzh2ih&`k~{iJG<1nzIFFD#p=GaSwE^zMdtF$b$yTH$a8P*yuPcmsa;(V
zU)1QbKlSC)lYqckj`#P5QTywV;}$OmkNThVQ!DHDeAufsaw*>*d|Y1Sm0&Q&TQa`a
z=v!!*4`Q2YfkUI2jEnFw6#5aDLz%Rf;N!C-+z>3$OQTXa7N%iFT$`6&gf~=w=OU1&
z6;$iqo6LD&`ERMXDrEzU43UNyH%HP|Pbw3Q)I_LRPCGMct5SqoceqI65<VqunIc3y
zu_8%0a3FVtRc%yv?IH!#5^O1)RQSwwGG~L7ms5bfm0V4ti|H%(#^}{=B%5lw7QA%%
ziMKZI{9xNv_`ZHgY->);YF@ff?WyNCM4Mln7_PN=KOFz|M?3a{c(@FE|1tf<kT#_2
zt?9>p2HuT}X4o)+Y_O6aYBpjC@zg9LwXG$1S(B=SwgTZS0*C_B6T2Lz<CGHWq7=JT
zWz1p`O~h_4(aW0E61E>e-+$9~<2<~`bn}w}%NdiD4it?la4EwWWf-FjWAroNmgOp(
z_89QGV?%jB)R={&Cjsyn4C>d8t@vCfQ{?LPT-5ZCTDt;{{r4p-Qe-Kfq{Kh`f2zwr
zwu$qM<M-a#cfN~#zO(O#?X#2f{c_@8aqK|IYKTjqO_)N%fI=vS0d4sa6#}%O0XiZ`
z6X+z;0vaKOt&{kXF{v#>K!86=Gqkp29Yv$<HX&BDtsUATZE94ybuoKi+l9=QpZDHZ
zR$@KR`+1)47v2j4YR{HjHQ}^*d8go=>s)8`Sd<AG<R{bHY<uuN|FG+I<FxCvG3q!k
zIM0xH^CGC!XhL*H>omn_`Y>mG1}(O#WK~HSCgF01bQPu7gNv`^YGYUvR_`PhI@`@P
z&aKWpnB8=`Txp+SU{1HstkW=2F@3O2lAbg$3?w&1S6YBy0S2L^U3G4k0n#>d%D?#q
z=~BwGTp1;>Tu4mS-O3T|#2W-b1nNt&^Oidm&C#y<DEbCFNCO&OSlXXK7Z%CS@feyb
zuy;&M#)`kX^rMT@xN(3@#s=7z9xz-y^fXc|mmOfat5=bM>?pfj>7mAMupZg~>RWdJ
z@1{f`D<lf#`Ga2?+;s2e2e)<|`sq_&d@y!n^Dj+fMs!~DiuH*qm!PIPYFnSi3+vCl
zaQx4|8hq~foE=Bk?!A7Y_xlGO>7Da-&z-iarS(|h{h+M(x31VVqccASsc(YSy-?Kg
z)!3Ds!Vm!>N)SWz2t7)_@3hTv*k#@BkgFo#a*=cg7(N?`U?{CQr`wLX<Qtfu^W%O*
zx5pcZ>bELx0F*P}uXzCZM3M2b2r5DT|BR;t7VQa}E{ivnKrj#r5Tt3TtiBqn<ov6F
zMZ+h}S+yDjJTMqcWD4g|_(7n9ybMQqL)kkPXSqida2qHlw4|R!4&mN(@{0jw){@ll
zhns%8Y1_>od|223YM7|6)?b|tMrOxaBf+3`=#TqV|Lu4C|FmOop>X1p!i(eh-mb;x
zk1eT@Vvn3G{2gKr^Y<3?RsSW%ps$j#^hL~n|4Pp9@z#^A80BpBRJe&&I{uCbM8EI%
z*Ne%3qjxe}b{fzLOmSM?sjlnEqSacpYEIdG5o4=L?rYWLmZ?6B!!Y~Xuzq380IA$T
zjjQl9J<D}-+w=jhUq9`-z)?SPops^B&~Z%D^)SO$gcv#O3&|Dma^sE=E%9PVf;q)B
zX{+w$R2>U*VLYtk;RMeKJkRO49>%L#x4^P)yqg6qvz-TFo^#tIJ<PK(!?NzyjB41^
z0Qd`+<J<(4ObkOi+!By3f!&x6k~v*v{3)x;>b2gmKC(WuNRzWvD`&OClUJ>`Eo$&N
zn4ryEe!?GUn;g$W#g^sZyD1w$?qCwClm`tW4^?jwHV5ozaP^^w{M8r|#f^<Vj2j2s
zl~T-4-B4UMOJ%cV0%ITyZ-fBnD6|+*9772vl{Uy=6)#N$wuVK8aAPp3Y$(iZT`?E@
z)eG)Eme6KRb}3J&5{U;l{Q4uXyKi=^QQ;h>S+VAI+jqVh`EgB^-83bx(&MFPe+hn9
zNWe}SgSBGeOi*Aatpkg5uMNq-^NiAscc)JIejdM6c`5!I>Q>_4wM;db0a`$-vKa4B
zp27R^zSIbKFMc!rdF9`<uPVRRzE1Hi4$BN0Mub&Ew5GY$kf7-)vyw2dq?)RWVrHcg
zgo9ZKCQXwTjHC!rh$bBl+JUK@imSK%$2_(`#;9{gsv>wK;b#5m%qXy(4bNQai^b+o
zWD&0j+vcU`u_TwolWlkN%9&)_cn9o&(5!Le=))tN{U{cRE_)JKBlt%sj?JQMBfw*c
zurB%Rlx%92Y?4;o)FrhRXeh*}WGx8$3>0*DrYG#tS_n9o{dSZW5idcGhMi}7>TUwJ
z;;~et))DWIe?pPP)(V3p7wrx-K@U9Rv~bY_k#=+f4=A3e1SwPA5rgl}@7i&=@Y&=O
zE1DH$P9A^d?pW9U$vgW8S|0B^02-#Z540>D#;+%GPrY{J=^j&`v61N7*r=HcPvlo0
z@#LOgwrpz_Odc(?rKdMMKCp1*;Vg1Y3+~^sFR^z*E<+bF>3;87nyC+tmR7R7y5O4Y
zfDg_9txWf}1^T5Q1_qUVK}RRw>FMEnJp1@l<cRBp{GNPGVMqzHnx#jBz0%8aztR`H
zV7pw&)LQGRwvpYgZl&LQ$xSt|yvGP(%kU6@Moh@T$MDa14{P5LBG?Tg4OZ6jfDd$8
z!19<IFM@Q@G&L{H(Qc-S!I?I{e*zWyZ0TvdV?LMvDvz`Vn$V4n|CoRvjZchY$Zmdj
zVb7Vg1D4m2f~3m{3+tdM8YdOYB{3#O24Sf1u_i_b>?SA`Gm1(H@|!WJYf)VRuUlx`
zArw8RDh(oP;YLxRA@hZf>`Nl?e-7=sS=Y4u>e1ehySLms@rS}&7p{ShvB94#_p7y(
zy|WM<y?UVg@Wu0mkB@ZidtqDWo8Yn0F|ho~ETcAqdZhyS+g#)?1}bvP1HCZuItm;L
zF%;H%*ZJ0(!!@JT_O<+axH-%ZNyok98kSN+n5H?@5Uc6Iq?^UHX^Mh5Jc*z?R29NQ
zvm7Z3v_qBlQhesQQm5aH5X!cp<Z_tBS-91P37n7;2w^%*DNOQtt1Tsf;%>a7j1)Af
zrNpj4iJhm%xPZsYdvUTlQWJ?r2=d_$CnZr9eWG8qk%k%LEE7ag&;u|;yg?LV@GNGE
znmGlhD0-D>LfgzVl;Schh!z<QPN<kko#2I{%V?O+b7+PtiAS2;wA9>~z*l~G=-lPy
z2i|#Q=ALDoSIL}O`r`K<eYV9kRdGGBb6tJJoV}nhdVTO;$5sZMw)@}QUSu)uEyG|A
zupiwXuY!csV3_ScupV__er{Z{`Dt9uq%vKZS2H8>r^2W5=kh(7?qQx6cP94{2L$^*
zW{4PK4vHhh2t%sETrrnv&-4&>hF};xgY48H+fn+s?M?cmV0QwHTHthEbA%{W4f!-J
zwxF)=PCOJN7XWb09wNhPs7BKPi8(13CUPP!{*UkKk8R>S!{7J$$JyuDcXs^aV*Bj-
z;k($r#0hcY#Kt66LimFMNkla!h6k-y3M-5xtD0&oYsM&{s1=zyiFMLO)>X6>f4~YI
zL8@9RLWkC_?M5eU(<IVA#-wSf_D2>~1Dn0y*)AC?v+TR~yE}in?|r`ad7d|D_ya*p
zhzSKR_%gz}WC~}RnuHV)9Cn6dMi?>xhm*`X<|F1NW9OJd3}L#m=Ztp@(qRl3BgSsy
zknxOh(l~86j34m9@!(w05)7BJIEy%U+)dp5veeR5-yY`Xs25jx0ywigG1&pmpxy-W
z%ge=vi!9fiqydHZ55!mMr^e92+v<{LOqAh+Ca{+Rn)Rv~qI#)&G>4X&u9-laeh8qZ
zwFeQ&M85wduj@@)_de3xT^M`&uU*=P+Xvd$C&C_=jg9Do?bbuOxPMRIPps9-A7B1i
zrSRmBvehHwUDElB)iEvLQG~sg@9qkyu<5FYUYv>f0N)JYdj{}r!*XdWV|B7^7R9yM
zWwYDtEEI!9x9Y6!(wjyso7fT8UiK;W80+~?YA*Ap^-cCY>wD}i>n(QGw#u>|Q{F^L
z3@C~|*4DN_lBI99iaO`O4hphUbRa0bF+$$Ai%d)s6N>6!7@ahYxXB3C-_fuZKA*uE
zgx#Dc?jfFjkwbCdg#K7eY-#rg+L8&9#7XEe5`K@Erx!Go)Dk4%XwSTb2^g#mm;tUd
zXwyaUDXtW$>J^vG0X7lkp)~+hi#1$fe2c$jK2*o*U*-GGwALvX)*v%6qcvCqEwBbK
z{lDPKw(gu9X;RhZ*Pmz&K`~a=*Px<>X?;57`S!u$%K+4k+|0qsj&~1NAED*gK#9iH
z!_OU!Kp%>>-(9jNYzI&lA1DP`-j=Xvp48Lv<ME@3quL9p<7rl{YgN;I+Lfl-H3Y#v
zW}j=yHI=w*dE2^Rzm&M7UrMtZ)lI2VdNy?|ZF@;Sm44O!3+6S~HSPTrv)LoiCUsoE
zvFoC+O9??wR`SD@XF}L}T?{E|c8z=~XlLi^Ml6o`xH}{Wimk`6xO)^Q^73Bd?Z>fj
z5B<NhiSO?5C0n|C-oo1ft8d{YWV#sYUN~pmNt~v8ahif=tQNOY3$tuCBSq-ZF#HhT
z&^CkeBK)AJC=m}+BJPsXcFqOq*IE-m!i?6WIyK~x`9UnjIo_Uz5!>q45GT0@kt1d5
z9ndYcu%_ynd^=$hE`?jw6Ciq|p?M92LHj@my>=_~0RVLmk0>42H1Jt%sJe3c$G>@a
z*Kc1~_joQiyiO%AKD3^99;yEA)Vp`D_HM!;d5?{?UGqgd{UC_S;s<A|AO8Gm_0J~)
zejFa{&^65#Pc(0?-YTr$fA)zJXK@!k!#f^I<*8!<e`@zby$<1ll5a?XJ^-Ae=ui})
z<Z}%OG|!&i=l~LUVP3FMR$U-}x}<bTVp>rO^ma2mS17?VTp?aKSFj99Vga7{mBP>&
zm@j5vcxIllU`b@?460Y6u%{X`q|6yo@zlALMFp0IXG&jJvyzxsR7Fk>AzHcvV5pgN
zDkTUZQpo2W4#uIPL4J@7_IGhv4By?ryVGcR&oC(sj}FfdpC7gkOB{}4g8RLQ$M7BH
zF+aU=!&7y=o~#RYd1AFOK#eAZ9({RW=t|Mt8%F)OCNzndr(BF5RKNk+gi?Uz|G9Gi
zKS<~Ol})bEm~-Kq!HxMgve;HsVMOCfu@;l(tGn(m^;%q=!87+pcaGkR@hhmN#pE-<
zK8{Y5+GPp=D~Uu=!jkAyl!zpPD|bnvS5bXlLa-yuMdA?>>36XdHDQxFu*Bj{w#1IJ
zS6J(AI1si)lIhJzMC@LY@wj|NCY^Fg-Yw6_=V4$s^A3qN%-kD|d=Joip}YvT<-rN0
z=^~$fS$ZIC+LvU&Tr;dRc=uDw3am7Zc9huKB6V2a0{NsQsDS`SFp+yWr;apUBU(Ru
z+J#*U_|Xe(BJ6j(_kwT4IC<Hm7k+g)-@yaVo9_+Q4amfN@wKl>y{z8Toy&HaeTms`
zX1{1nuu6W{R!p>Tu5G`5{_Ksf^l#YCSbM|z2BR+o>##LmzOwJ?FQ+aZ+_Ym`J{n-h
zyy50(Tlo|62f8F!lMc?-4QtZS$x`l7JcSRd<E_>?buMuxVYvt77NrIuFpnjoCJ<fX
zxHhBBYc_2GUoP>IoFsrRb`Xd5d-PLC%DGbT9@H&*XKSf-zSTlo#BJrehgn&vfF?qP
zREjI*B5<iUls5sS{t{dMAA}*(ngF%Av$wabLGs3W6G=gB*)wrqZhr^<OEvK&h|cfJ
zdz@QdnXm0%W*=lAhet}2G2Z1HaK*4Qb~r{l`-XF)eXpYH$fiYecnVELr^I7uHaaW5
zB)%s8UHrG$G~Tz=N8-MCbKK7-c+JN7xMt3e5=e9A>}v}lQxJ8fp2c`U)D*Qt5_=TT
z$m69UBt|8SP%;|vN23vx%OTV*#{8lfLpUc!EpZ%1xgOYGx+X?_UI#+GeGxv4!~N_>
zuA4663ip{>7L9eAFVsgB))@$P_r>DLjtsr$rS~#R8FD4_afW1Cdixge!xv<zqy^me
zEET-6Sx8_&j7fu95CEu!S`Yy$i+<>ldP=aCj@gW1o8}kcESP~I7)HJJ%H>JgqM-=`
z;|FsTR)OiLJke{x+**_^ALDV7tnKXvMbWtOxlsA1&Ap>s?ew&7OS%Z$G)NkMX!#zX
zDhrR@IkJYqmTw!@5AF<qBh)pZX*k~9;rg0o=i}K{jqZB!?x(g>fVqq(-thT=Yd(L&
zou{YLR8yXhMmatzik!PZB`iWEMj-`}QK;Mmw}86wGLgYk%6v40IZ^CK*bmc+5e0cU
z55{6h2327Y2?ZUT6O*KebK~7^?4BNly5+seD2m|G2u6`ZP#)7tT}CF#R5_@MtkxoG
z7#sRw+IiE=&w4V(taW-3!9{@w-*Lqhl3Bhuy*SG+Vv54hS1%)U_k77{?m-;S^`c2>
zT%M6;<R79rZcdt$FQSXG+bUV*w6)cx{D<vojg8{E!gFWeJF}kI*~iSz?s{ftJhR?i
z>@~q_vS9EKUg9Mi8Xk7o@@NVUP#4o;6VnQ+m{+J;9t~@YByAB`g+>u?7ScutA(GNa
zp`?}RBPa@%=nouGiMolfhn_oLDv-LXIrrQ<_t%{BedqfEY0=4+p1g84kb`9aW@*k2
zQ!a>D_5k`->@<5i<|eSR0Tt3ZbLEN)tUDNOf~#K`9!_W?+!cW)qV(ipdB+5sn9`H`
z=im;ke>+>jH(Bm6Lu4|o2w@Z90yI~UAwO<|@y@`+mIURJLnir-TGxrLE}NQAMmKJp
zEt}Hj74ghV(;W*(FOhS5GE+!RqtxcrkBj!#MvrY>0tIf{Wcz(pgF<Sc%v+$k4;>o`
zA5n>ZYfNfq+XH>xL2fW|N4ygojNj)xF2PmFlLF0)d@RW(1Ib{u=&jrdl9b0GR2HgC
zdG(c7H-^=#SjpmB2nVi+j*$J%e)kc&=o=sh=#Ly9d2Yl9(V)*q+Ffp^$LZw}Px3VH
z3&%a{BI{z?9NlzRq$^%zE(#apgVBd>YFR}^j<AJuE)PdVq>dF<JAeQ+B1Dvh7FlH2
zkWI|WO)@DnoWzkFXj1GHI<Yo2nCC8Vi-yNv4YyiCbz&WsqKmN<ZA6u<7T1HiM|0>A
zQ4mQd<Kr~=PEieo+>r53$ozDLhI}y+A_{oJ8X?*tWHOELw+flIs`(QHC@(-eoOe69
zyrcBwkwI~JQsDA5JY?y~KhOH}ApRe~;=ns!-UGWczC4jB|60-03|b3Sfi`!M2|20z
zS;7I#;b-y4o7}+VSa5wjnuXpferz5#4}JVDI*MMrvZlFbY5)4!E7rbx)Uk>-JIvdr
zdEFfS`a1HVT6B2fhi{wzFi#Bp@C5@!zJxQX1H=kZ5AN~=pkD-<{`4{-1N!N_jM2Z6
z$~Wt%D2(tU@;8b-?T!(M2Cb<mpg5h1>cdp7Mr%2uHWqURIMU^Gvk8>AyE?ox{L8Q{
z{AN~1dURYW*7yjTrO6h0HBHh#*7WDRAg0@=nsKCHd5T6$27o7gDhL6_uN#$;8WaUS
z!jn!ln8+eYgrJ0~vPkADvjl;iLMCllgaY1JObc-OpHRppWY7;l!Ztsa54n19fvM>1
zm1E7{o*9kKDuBzaGLIivb3ftl>Fs@kTxag>$SazrzSv>gjI&#B_x?^1$iA_Q<iWn;
zPw^LQF@NUx7a%N5=;#l|Y&+E+X^*Yf>>R~-1M`@9fjz$c%szG>w?D8a<ei0PdfS!t
zTEDNz7P<b=fN)AauHR&C27F<RA$jLBCb6=-vgK94m}`PWx8Q~YL3lh~FHJdUC+p?B
z;Ti0FZa1?xKzGyK?6z>X(xvV97KIz=hS#&W;zKV2YPw?xjK7|$hA=?fBOXvTf>NV=
z&Tqrs;+!_2-c>>k=WP?6IY$Y7*YH!)ZNlwb&Q(N`)teF+lH;Dx@DVDjlIo(Mc(oc;
z<Izg_xccgGsbj%1Qy9Upy!6bS3;0SD0~5a-ZXE(-HjZG!*fflZJrCqs7zgS?4Acf%
zPXJIOnx@NPRYR3@R0H<}LFZtrgd`0<e#{38O^FPzp{f7`XaMkxY#F6xjCMZFi9#oU
z)nI+BKOcgJ0h9*dA;ytdaA3DMIRvt^Dyah$!NuW-o&lntP3pGKYOfutt|@k3G5<b)
z#QY5Pp(!Yjj+ocXj`M4mY+qLFTe^MGYI@gh_cZ<D>3Y<IoTv^RHaD4nGQT!^9F7m(
zG4Gnkf3x)mC(r^k=THec3hU6n0wz_W25mE%mWo@%zL3qW3hDxJZfvfyCiWf0#Ssp|
z$vRl4y)L^x+8ymy_Nt#m|ES)|y8FX_7QYc5M;?ogteY;8e>rcV)=DsNAu;k8ydbYE
zO07|qpsFf6)csIQA{|RacPc~5BgMulEy^v$c1uADpN=W2uGL0M=u3lF!Q@ue)CK_d
z^6f-IQJhYf8;lBa7#^BPvuQGYmoM2!BTQFmAT!D=K+`RF^4Ctgj3SowFM!@HSW}%H
z8!oV8Pn{w=Y$;*jfX3mmMraD$7@b=Rc|V@|1w8f(6`-{QOJ_lo$jJ#oF{DNGYHdO=
zokd9zLMB|3MJYkg5@M8X%#=G}oF6b(UnZ)7=qNg$ant#j5C~02<72r1H~tTKyb!kB
zhYNw^=0gc&^IIMSvxp4rF*d)<B3&ax2R6<A5t?H}Qw`=)b3to<|C`MRe@$*Md!Of%
zS(mmSSvy@abFE>?rjZ-S{;~Hb?b>+s7g(8Xc=Clk0nCy|HAY^jTb}Ap*qjx}!?-fe
zI)ULcHB5$0`Ll|gshZG`Zpf@p?Mv-TpR6yXuha+faiWckBUD23j1bYrG)N6(!^w%D
zqub=TBuhvtL3homY$HTgB*l}VREBZu48<@pD#qBmn6A`O<^*+ty3RN=DTcDEj@(3>
znhSZF(JJ(Pv;+MdInZ)KXLV99A=aqi#HoP)`l*at0_y`u=cS3YktrpVKU1FKL&KO7
z0Q7~Sf;Er9<P<tB(B}#ELE+JG0kOaY<GGcdagsA%USY^K%EpjdO3!SdUSoQw*O}d^
zU75F-_oxr3o77Fl2Y_zHW~me0Qb2`rDV9kb|A&Hh@Q+D+=u-WY!e#Q;leMH}DtYT<
zvh5m`ir?#9*By!**;8MAYl-=vPmC?g>LhUrr)d)&AKbiaQhV>^W6Qs~@Y3|`o~T&q
zb8IvlPks8mxixCGHu3V-_V(SU{w-Dot5YO#=U&g^y0*nLUfKEXs$)YeJwu*`t2!Uh
zO#`}R;=Rj+0(>io^$MoWsVrA7D+WOBs$#E$ghZdaT%%A!L5{PE;*sMF_@&Q9akMfn
zxx{KhCRxT!Y(}`qX+r^hEqO@K^av{;S!fXs2sS}xB_vBN(hli>WS6d>G$D}hpR+ie
z9eGsfY-HiV_OsCVU%sn8wu$S2zjwa#-Pw-)Y~tLVgYB~~XZw6{{Bh2Q6W2K)d?W;7
z##n*PBU?o`poQ3_NGpQS0%Gl2Xf*-bm;{wp7-Jg<rV!Ruu!1HgbsN%Fjs4NB(^$1u
z4V~1qn?#-Ly|dZqChd>Adw2JAmf!F9ejk?W){A)6-v_9UcS~b{YfP2IT`yi#yn@RA
z)EBGPC|<_ZA+H{aZQ3j>=}*=BQ&#u<^0TFfg%~qB_tNB!i0|He|0yMOTmPD4a0gkD
z%>3KT_wb5zL7Vxq=#iq7=!i#?%5LQa_hIF{@+)Ot;qg2Q*bqb%vQ6MpG}$&OTyft_
z+)n&0;bs)S8%5<vOvy$zM%mXRA1Tyn_mrD5I93kAXf!Mb#b`7scLhPT!%JF>A_@Y;
z-*j#5;BgC)C&O@4cs@*p_hd3=rkt6`oXRj6&clXTiY;kcISG?{(#>{4qRRceQf;)8
znTBxb_XQ~$N$?&=ET+0ur^=;4Jkg>coK_-y+?58NC_a%Twj8P{O4S-RsM-Qj6z$EL
z*c6{QQ6KWys*iT;O1K?Zs>EifpDAMlQt#gJ?I%{nf~n8IHy0L0y)A>Yzr8TN|FMAi
zIc8Li^zW>Hb!yk@M}B;p(muZ$d!*XcC9kd5Klt6nw0ZL^^{pohQAn^rxG!9^+F<Ys
zP%ta|10DHW3N+~BehMkDPk;qsi*Qz$7U(uX@Qacp00stugoWMj4z{>BXV4Xqa3M6O
z=btxw1lBHdfW=vsWm5v)l7gSH+Y^F>N0Ogo?X-)LaHR8d48ulRTma`tUcvj}a%woQ
z2tok-6m|gtK4bc1mx-T^yP!*oDvw2uJT6Yd&VyEd)C1D0dR<(-bo0<Vx<%w-(I*rj
z78WcqhgNmz#4VUZT_PD&Zs-9KSatEibER=Pgxp1PG?eGED0ALC?k%|U5rM%V)o_e}
zemgM&1(KFVpuxzrwqZtDen9YIE{^mk*UqIPbLr0(#;E7o*2@Cwf)VJ-w8>$8Iflix
zBzNWBEZuW`h*#A%Ptcd$R<BSS9v=yWx?EnB;NhG9GkX`~k)`bBr6c@5HELMgBAped
z#hcQ*(z_a45Fy(s02TCrvD~Iy+1Q3VXAT*rQ8p%wea4H%DdU2{zYc$s`wRFG%;%UV
z_$Q>DiG%!p=@dBQzW}ZSUX(OU(6mti!}79h4b&hHP&*pj2Ouv=ERL9xBnASU6SU)9
z_*WX^jnj~q@(RA7S58ENGQd02<q4v20Bch=nF(f1TBCt;dj7yA(dodAVz;?P!@Ds6
zIE3ASOKFK#O-s0d6FDiTGbIYGqA2hVo^vEb36CW^%O<oWo|F_^P6v$=0g1<a5$)^n
zR@9Ojz83`-?v&1~9LCv<aymGcHwa}GIpAwpU^S`;Oe}bVc#P(+O(Aa{NjYPh`pTsT
z*<+C>Al3s?lR<#chaC4wR3j|%{TGqAPciBNZt1`ZEQSBWu?KHHsvJUGk=t|Q5Gulo
z-lSbp=3DY|qDecPS1Q#isNrJhw>O#hZ}QoR)4>JU%!o?hx8#1of(8@2*}JiPtGzJy
zaD48<++lTY@lcORjV@1Tq2tZIuH2$Q>ZPS2znJ>RTMFtM!>qJ*sIDXTUbb!h<QTp7
z%rd*GQt@DHcYQlWy|`-(rx)m8BYt65eJ{0i<Kl%{no>y*`ojE&wm;gggDfagBc|Vu
zP=S_FA!inc^55wGCVQgWRw6d{rIp=N1-O?zo%&(%a_SeU+mYX=Zg;<v;=9?U?8t%<
zVYqv}@F;f_oalZ9PQfY8Ww3Bx>D%;oQs2$epj0kB(l%bI3CH~B;Vb=D;oBt#*H$j=
z9I&n6D8J874Uk{CArw9sfH{N1l+imAdZ(&)YDMFm@v32?jfad?#vbDZ<D~H;<2B>g
z##_dW;hZp_G0@6IxXs*?98GZp+$i@H_bhjkJI&qX{=o50uAQ6UY^^@dCbq=FI{u>e
zXnJ4;l{*e9=`<ypnx6NFVR4hVLp&*-7q5!!pTzgYPp}V*rW@r&3Y&@3(;4necMf*a
zokQ9Zj~Z4f^*sR6{2)KcU*%~TUnsyM?Bvt%RTG(|eI?2)jhCp>_x;e{PX1k@oEV&M
zhwVD(MZHvSjxiNAzk~TZLuD9~DKp~?%}5XRt-}=09<&Urs;`=<&Q|rGSFqvFRw^|T
zygw!>Y|vNG)A&7huh|(igX*()P$QSseB|UUSmC>Xe#xPtyI918gtZ1qf8r8@A_XcN
zEXT|B^)FN$$VPi`TZ^d9SRv*Pc|*V@^C1{j`fa@-fEKodpd*S;ee^&GkhTSz4rrO+
z(@#Upaf|0w9gw!BVzZ0kkfxHn){t3}=bBG(b|dkw;g!7tamHBOYj4ala@6p-ua~z@
z!*0P$EJ_9z#)bz5*VW$Ge(;3gcC@wx+C#Z*L*<Q*uMNZ_QY!b{@hxN9&K>^Z)?O{>
z6a8U5kzG1!tk}P-x;S}!?x-0-syMP_<xyBzzNV+QOKB&(*XQrh?O34&5Ql3_k8c?V
z1SC*Ul)N2bVH(~w+m+Y>8yku_o$i{)gPZ~Y2sbK|4fr&S=EarW<YM*>Jd`hMw=^oF
znOa$!&`xO=v}+oxx!u4cg(XT#dVMB>8Dyd|x`uAy_9rD)SFIjZwdxEOxl2-H5KWU<
zDO=ZzLU@o=S`zXKX;i7{x;0g6Ox2oGwFjntJX5hO6x|^aUAMVW5eriT<A6%HFltAv
zJ+Lr9+4-2Ps&q6CgDxoqTHIj=9xL`(90poKArRq0@lRo#Bp5GQZz_A334TJJ>^R1q
zVNP?GY3>>BAWu!wla9&oq<V}w-eJcjtXkOsy#!(cxCJfFnfW+TJzUR(W<JW3To2Fh
zdVc%|<4?V@e{@&jM3i;t20UPQj1CyX*`D~~e=%M4u}z$3{N6j~>`TtRv+w*BCqCc#
zEB4twCpqUE`v?sUAAwY~Kv-QmMp-&W^DzO1PNP6efliFBo9IL*Qnr<<Wr8)72Br!2
zM=CK@!gLa2?H`~inl`2k(4d;u8uq+*hAonx=kCq<wf#KL@Av+GAcCsZofDP)Kl{(#
ze8+RPUp*l-g~)jIm-nCD742QpbMnTYhI{aNyW+tdwH{b3O58EF+@n#9K_kq&;aPGv
zdJWw~e<AJl4wNC&;u>ia^KEGxv#owId_*`YoD^rs^Wxd?`RHu;a@<WIuRu_)rV4Qb
zW~72{Akv0JL?T%L%@nxpM(%$E5)F2F(AL1YkV{3l5pBT|&PIrF>l{K;=rp{e@l^a4
za0J&RHIYqi_S$nepKVd~iXGuggJE5|Js9gcWC~Oj6#Ec1TUemN<=mucx8^7KKESgZ
zaNUh<mmg4#4;QF3;4W_B2OLo+uDOM=r0JS0af8cE8B+i3*l%xadg<C59}IN$4l%Uf
zFXa{e$t9i3TG!qQe18XO{N%zLr+&Py`>_=pOTl3K(6LwU^r|_Gm6d>%0l-R_$fBJ_
z^eyLm&U4O>eKwD$(?Nv!FzJ`Fj3aPd3eQF@<qh~bgO1Y@TzunWhx!T&`Vx%mdL!uH
zAtyvTY(-d#0-OyWAOmT$fG(&IhgKr;G?=4C%|aPY(*QD@4H4=!tW`8}T$|EJO-i7I
zf$?H^@mn9Ftis#)V6JO-;1P-9ngWK@FRi<I%Qt~h1-#7j_vXJw_sSMz9)YGsNjrsD
zJQ^oyPogE6N|LlIt_X=Fk#<6eyX7QGa;gaxWTGT(qC^{ajtk?;c>1(<QKQFQyFA<c
zyQ1T%m$Li(2eWTEkNA#e-t~QuIiGR8%pGu(xQpcx6WyAHZmouHt%h#A`v_6Czym_O
zU|ETWL~3FyS`f^RKWup?^%?ERcHQ6l_}Jp<(I-bg8eKHn%dq+W*OqRM2jZHZ^|!2D
zQMdf7Pq&D2#3m2@WOZ?B&+m@h+Nm!@jhlVVP3h{sL!$KdJHL59Asn=(fGPvVyhH>Q
zjJ339nOGLb#8K~afgPefUVno8guLXwLSCV+Ij?#DMg7}Zzsn1JDR}kO)Fx_7*-q_J
z_EP&?H=Td;GHJ&HA965^ipL=0pd978h>t*veKV-#Oei7P>t;}Rnr&cwxVsI|U7rzD
zbl>v?Mi6c`z#iAB!KLGD1l$FpQBz9FdgYd4Qz9u2NdUt(zJ@$AhdowK<aKjuSQw`Y
zXyBk+Ltq*6-B7hWhcT$Ccvw``^ojF#tJo^uEzcqT(u6r7a7;GG1K@&4y2&GjiAK>E
zMqzg-jQm~*)?B33-5?KflP8dDq0u_=a05NiKfC@AtX`^IeZZ_6_-5aRE@k=5j>_iM
z)%Oow`DZlljp}kQx_AD&s}`;C9o;>(`@&7+{rmBEUX(oTBS)i9ihhEi`s+3WLRI5w
zLqoJ6#Ym1O>=Mn}ZE2N2DCOpzEb9TnS9y+&N%mO<#UvUq8<Ik$5OoTqNn2u%7iC?0
zGw=wU$Mu@wca=Cz(ynWi1{xg&aM|*~kRAx96a%tyIHi4lJ&Uqe2_jW1dYY|ph`U+=
zhP>)@dQvQ|Ic$Wpp{3gN2wP!EkQi*9eVIMXPO&t>^6azbWre-X+Sy=4%WGs#`-6NQ
zZA3H?fM$SWoS4M42xr{H+yqD=^Xjksm+IZ$L-()=C_nU(Lsh`{Jf=}Fh0wV^JI=L;
zAr64DAl2!W3q`WvjuzSrN&SB$iW${9rf9F<+wMiz#mMUFpGyUC|9<qxGcRplx<Fq*
z+gRS;oForY1J&)%1VDzzP$<8gJg{LvJACo!u55pY%rv<<Z#|bUoZ7wt+C&W9Urc=g
zNXionh~?;0<B2%mz?Cxb*O>j;H&Y+k&M_aR&gO2%?mbpt-_8{1Zn`(JqRs)ZO))8{
zOB$4Z=y)}KlsS<-v8cfqjP=XTRDdU_9(znIrkomUD)vSg_M+kGE*goXUNpiI1aCmk
z7ZLvVv?rh!XDFND6-5kDvAOdI%QkByWoWHBHA6KSEKG3g5zRi3Xyyh@sCh~_8};yQ
zBZFvgFwisepkh+5vj_FG1t#qznw0EF!>1cX8>vjc0dIo9m9&1u^-KL^|Dep{Mc!QG
z5ywkB$<I)AhM3UvuobBzPM362H{^tx!Jj9=YQ|_u=@~4Txy)GRM;U53Q^}B-?L#1!
zO(g}mo$JH>=I6_R;##bhC%%RmnKzfg;+a71tEzpVjkS5Kp=+90G$dJ9N9I+N0cv*c
z98rXy9f$H^CT^B=;9)GPO`~XK{Bn1j(*z1wMY1>Q^Vft=Qo(H8-q~g@*zrtZ((beZ
zj_qxB>zOul(kSc5uH7ZbpQGOCRv|EUVJSVCUC>$l^=B(5MxWaK-VZA42A<jTo$u{?
z@y6-$(w^a!9eu;u$kt7A_qJcWevAukq27L>wWXtX<D0AMdQ-6+nKNE}>UFubbxl6E
zBxp<y?8&!IJ%8X*aqG-a$6h!#y)ggP9k*0yU$t~m&>i++MYWh9Y+Z2XXVCR?1pVOl
zhYj616TQm{dfj4@9L`m8q`j_=_R$I2#yJUv$Vg6J;WM=7l<R_v3?V{@Nv;|43&X7>
zW0De8n3&{@Mw?=iJVSnNd@I@#lQPjL3c*{6z$Tkrk!6?5S?`b-#H2;RkQbH&W8iUJ
zFcuU9V-dW%d*CMD3L)77LCr!?Vh~`u1%r3%mj%QLC?Z@INM1k!wql-(IV9yy=SVF#
zjw?|t;2$y#TbUVlGc#;xX4uKhnVgvo7l0#2STZi%k~Ej#i``BlEqO6nNm6)ey0b?&
zGhoNe@TJU0nPyo}2D2+HDS{^pCKR}-+{f446Hpo$JIrg3{;=o=7K76UD6E8~pSet7
z>Oy5xDaaVX4JFz943RClKp9zgg3k$eK(;O;$UzA4B^RDvSu8!=e+1JXDo?`9sxY$d
z4oj?q9rFVfb^z<SP1i=-F+Kj@+J6Zz*VwkLD~|J$67`@YUeT2GphQX{Em@|iM<UyC
ztwdCuI9ii9-j-&u19$1-7}yeEd39YH1Wnp**#->8+AaH7Z~L(AQ@prs+^t(wv_UtZ
zK=P$ox(8}t-p~~D)(=K8bhWZ`ujDw70uv0L%S(}l{ygV@eg^>l&E4m=??0RC-rUS=
zh)R;FbnogFJBFH>p=dC>1$g~$pC6vOFx!0bNT16vT&dV$^pjIVse$cHVJez-8wQ{3
zJi@*DwX(Yln4$;pQg<F@1SZb>+3r-&1;bS_$Vg0F3t|b!`LLl$1SZpdLkp6H9x=4|
zZ_vL0^?CTU!E%535|4PBLB2RI1-%}kK^%4&5B9Jgo6GrpqF?i~{+>wKhR27A7?1Rk
zFrU=RG<Jk(v<p_TJQqeYVMK?)@EKbjQ&~+tsLrZ$s-vJ*)frec)J2s~j5fe{;KhAB
zNzJGA+VIM9y8~61sgqEtO|;%q`aAB|88pq*CJxy4#Kb%K;ihYgD(AO4kJ1g>KF}Om
zRSpd}41-OF53y-jf^K)-ZjPW;==K6rV*W}7$d7EbGg4+YqUqvv=~VGl>3j0C#b--%
z#ko>r<KjkPBc+`{u*{TjiS0GC5*cv=dgR0Ok0r6><B5pyohzUm5i_*Fakk7TSV<~H
z#a70YgUT`GoZ?XyIM;l}G^x(v&(itBUXxr425=dY>#DhEvW$sM)_k44$!uW%PMbNV
zs@+u#FEx)ZgE^a%M7ZU)YLmyA2bFX2?KSPv#4W>XcA3ov2dJD=_V`4#Ix+rEF#4mX
z&pf#~m+3_;#?f$!_aY9N+nq<ot3=)Ec(d~9rtj1qKQXnVw`N&B9CGWyV0V|i`Rn0j
zc5As>aCLzfZUZm;Hh5tk{nH+1lcB-a*xv?jvA5Yz{LX|YCS>C2bXp&XKjxqEpY%T!
zJm>$u@&o@x@gn|Z?6Uu5@fQ97%dE&@Pb?;NOU_nvu~SIx$;r850jUYm(dD+ZJR^Yl
z@p3rbr5T-umzconwQJX^tJkW_WbUI~r?6U4?30Ya<gtPCMcpZiIFX2}Y5*Y?j+!?h
zXx`3vSnJFgngPDc!c#+7)<T-0>AK!yXn9@doNuteY7Mw+L=DJrBNoNS6LA@yCHmDw
z9E$-Kxr-W;XS^Oha6$wkznnOr0-@Ux!_YfJ-uH|DF0#)QQ4!EEw9SkD<XJ$+=5t=;
zT|k#E2TtH$qW~i!tbKJ@9nI1w?iO5wdvJGmcXxMpf=dFy-QArW+yem;Jh;2NJM4kH
z_wN1n+3)%GkL8@9yJxDas;hdsr)$p4Z~Ek0%vV^t9*S&bH91pO<wrg~u6Qc!PxY}j
zTlQO+F44LGMPC9Z*$5ml8Hk5~`)-E381UZDye)uMKs|HI19CgFv>`G#y->%VeS1Bs
zmL7>&_!rp|crO-5%&zU`*qGD=Q?_3a(4--7DE5q3o~O8Nv?sqIy+f1`l#xI3!uE5H
zBd0-9C&8V!4^2<ZGmE6#XVP97;&h#_IF`?f3slJRay+Lv^wj>5B}3z@QEP2tMYHpG
zy1MtUiJ^*EKRMW7&(5%ZIjNGwwdO&EaS+-VXDGE;F^P@!q2Me8Z3)MzW&3)!DFizr
zCF#n{8_Y(z!?Xk0?RgO2eJOtsA8?zh>RE#1aUsv}9cl;cTrh7tkZf3IyMFve7}bto
z*il}P1<V-YQ|%8Nx%8wRvT7o=BAhZ}I%)Z@zFn&H33ug54A5m5@#^k5Sju?1-v#F+
zka1R@TGx*sPB~5%@NXY$P%?rIx+0D4C<7BE=9F|6dq|}I*w%2bVe+KHvE;i6M&hq4
zy$Vi^Z$aL~FqF`V9EOF`mDq%-PfX_Lx$U)PiCKvZ(bqOr@7<u_G6IM-7x^C4Meruv
zG!_mNT4F`2Y*XD!C-rN3e||el$~&oCTCZ9Z%t7}dRGBm@=GV!o;5dlpHuV)mXN$w|
zF;)Ueq{@p+$=4{DEyyIu`dUA+Smvs*5+sA!VXD_qt&?dtqFL#d@c|kD>Yi(16P52x
zqQ|ePQ(5=Dp+&o(A7jn2pnp1_=K%f)YgYw=aCqiQWIk}i-pq|oUR`@y@UBsqU-WL-
z6KC}r;R1DVm0N5abcQN1F=Wl-;-@UHit~<IUmL2htQfz4;A$?(&yvP|O<g7?ucY1e
zUSIoDE1f^__6mQh%(K!dlg#3&o8Uj_gJyI3`+0WR;a4)uXsuY>{pN4;Q*k_TI&q5e
zzJZBqbwO(jU)_8R@rZ>zy8G$`$Lc0oHVT2^{V}|JJo1GFSyF^F07*8Qa5+lI--eKc
z4=Z%0Wv(-N@m7dzw+j_2&8=CuTi`541l{|`E8*usQ^_V>)6+nRm)?_IamsA@s1DAX
zJ}FvwH~vz|`ZUH{ogT+3oH6ZuUBy<FQ2yp(W#lzKKl9VGmCtA<o2wmjy#4?L(XC+`
zg<Pyrdl|I~xzlw`tTM2UE6A%KERDbyXt8&Mm-9A+7JMph9M8W5Erm~TL*ag1!!R1}
zC5_zrQ=IkL1k)KT&EtH@=Sc2k83@_)7%<<GvG+MNsSl*Nq72dzE+eI{A|H?1X@0y9
zv&<r3^csLQm=*6GAL}g%?Z@H9mn0iu+>Mvz?u?XDAJEC`4^9kl+{N%QC`8UO$4<Ca
zc1I311v_Ql>ZB?t^wl#r1G``rY?md{Z+v`M2RWikScruk9SYep6TV<3_WDGcw$@gv
z<$|eG8!a>s(xzkQUh?6iaRbhZHA~yHxmU%=g(}(y?3IY7MS1p&7Wi`<)j?Kf4rbkA
z#Pc-vJ`3$L`$U$B6*te4qv+E>k2$S0-7z}t=w`W7+8w8W+uzRcTZANcrjct2HV_P`
zK?>C$+9hH1$=>o<gk+xBoC@82uqY19Yn8{gFW*G{I4xEy1-cHqIm{5K(~jXyetkRk
zVO^XZZk)Wl+KcYxf%ac`T33QQ)0+^nyfGzrE2j2!OE~Ogg<vA=_}-@%$a}>?4VaB?
zClJvhjPKk+GJX2u6v{#$qa!(oRL(J1+B=$RHW7%=l=YOG^_lg^GL#1KGB{(1Y(cz9
z%YKi;HF?7BIafYeUdLa`!cFN<;p<x<$0@^Xspizy02s#^yIp?-oIbg=v{CHJWKw8l
zWId)e+DxJg5g!N}s%gz*>y`r_Mm`2Rq#`WXr_ffHhWut#kd#}1qsJYXY*ktCH2FoY
z9K=c%rOyx%Mq4di5jA_(z5m6Fu*)Ncu<PcMw`=#7RLmk<>|`ydxjJ-wPJbt#Jwu7O
ze=2gjGf?VVrv8OHU33ggh4dj(q4g}uI=SU@K74qFk`$w)NL(bd6y?S*PN_+A`kWDq
z3()kKFJ_)YLEn@K@?{ItgmHd0TjKl*Ed91&Bt>zNs7m4ct!x_j-gyiZwC>u8uTT^2
z06orOCA!v;hER3$i0qx>(6V8N!3yc-5daBYXI8d(F^S5PD|bkMzic!pq7Zggz^*mT
zyhUWZblW#9DhB~F^xa9(Aql_R@jz0J72UhX>y=~W#O0Y~@)T0o$w4T6pQ~ku&hrKf
z#a)|OMLW+~1HZ?$yR+zT+^m7pSPP+KqlR8y5-9kvNu>qhS>H5~&slp=m_jkJiNyyF
zaj9taj2P1lnYwZfW_{^)wgA;8sAy<H9ur|@wXA3uG^HC`^~SwJ4D2k2VYape@U4yj
zrd6V<ut{t?0B%p%-emljJ;%WfeEY<V%^j|YAx+YRYUxzhjL=}lG*t1+mNeIih7>Z$
zrruPZmk_5+wb_RC7Ixp+{&3w>K}bX8`n`RYrC24<F&Te+%n>##E|aO@AT9QpLRvG^
z-?ggW^~|QyIDSK{mo)Amwz#!U;y1Fj119ZS>>6hw2;~7RRX<W1)LZm?c+W%JxzCrc
zaPGf(tNYVC>38HB$UiA#aZr8$Z6OHvG=XBZEWhm~(3bvD#FLDwc^pvhbQ#5lbj8w2
zrKOXy;-ZE2;9cPHxbisWZ@j8NIM+~C;(z+thRtW(70EVL)6YF4iyfh!>@&@oL?v#F
zJ?%`_!>kGA3QxIt4j=Q~M8+$Q&MkU%z=zTR0!2{BagH1})cj_)J{eK%xDZ!G3b_1g
zNzVCV_2%+I0}ZzXlNo&YdMoPRgs36dy_Za4#BgA-kJhrfc5eDhbn)FPKP$JBg0@q@
z8bREYe5TTy29vKvA_0l=vFOB464<M_!k5Hb_B`DTiDk%lFbH=CY)qp!1XxkTkKGOj
z*p66BQ}hp7*Debxl}bvJFd0Sp+GP9XQg~2{S`>gUBn4Ck1#7KKc_~Uv<wK=EDxJO~
zSltk{9h9^#<ZIgwSx)QM?tH>c=UigfnJ!pf-SflE%IjQxMmsRR{d6sT+i*f<&i1jS
zu3Z`M^!Du|XEh)HmZ1|{Pw#qrTa6n15ru%Msex(tix*f*JM&bN+b(?0yvtR8ia6mu
zcM075vJAWjGFgN7!kpGJr)H<lsz*-3^cdg8cS?=unq&XHE}fGk1XJw$6Qe8It0Y1K
z*3FC)1Haq;f!S+A^Uuga5d6qmHM#X@z$cnw<s5^c3mL<DUhF7J=Gb!fgR@!-uUZy^
zj-H3%tKEKoO{AL|x4JQnGG&QN9l?T0E2V-I!lYr9E++e`n4@H>kt?Z@6hy1Ys#msF
zPh+|MaV2iHH*@Hg<NlGUfrtj63v;<CdS}Ke1ToPkLz(8aLqGvSbyeSsilMJerd)1a
zuAyB%1Zun3(2{SH7proU8KF%>qAEl_EubpFze5sHq6oq+C`C^X2VX7Q!;-7s8{6F+
z8&DBmN^CF!QdeDtq-7~Bcb(8X{;M$Ld@ifD`SVb*4E#XO9AmAOh{q}nS~PlnlIaH~
z-Oq+;IOU-~iZMK2swgQNSvij9@C#L}FDDJ!nHZ_Im_c)cf+ZxaS(C<;Q@4+`w1`%N
z@ULSBvV62?sab=C3*%AXl8CY-$*XZSMpofpQC6^0BMeocLmH+xkEo9m{j#6y*oQhx
z>(C{{gp<fPhF5wgkPaOS=L%3Pq#%ih*<*VnMhFez!W%iAHYzp436CDCw6%X_j!@5k
z`dG5&%p6(&eNRYYC{u13RqS^qQ@(9PWz0%+Dqw;?jtZ8%K16_T=%TSnrNDC)QLai<
ziFIhP)c&-Q@`z#1?lE6(k%UlL*mN)uubq}nXTMM3CnHF1Z3Jjmnm+F@CMXbyPoJV^
z&vfs^N@11;A>m-{VYt33vjF(Zdg7T4;U#YOQL`UCkc`gG>_1_wU$0l5auT5AT}d_L
z<@iE@HDek#WBxGo*$<X%sDtDPN)VE_!0j~Thl-31Ca38^mGX)<5q0?>Aen5|Nj+Bm
z<P|34iOE~r0dZ1YaOe@58z2_BCi81e^4FRexw>9RM$`J5q-J}EBn-!Ss>@v~S~T0C
zJTx+VJG^_Zd^VO}{RE^$Fn@N=`KNZ8TB!nfPx7M`SMIeRdtl{O!_`kdP=>HaKV&?c
zcR;_tFr@Z>k+Ov3tuoZjYu+g*l@$&m9Hz8{q#KXaf<>UVM8ul*_R(ECpzP|c5Q(uX
zT}q-Naq->iTalwnqbrgQT5z+kU<16YrBz3jbauFKVxg(*cUKJ6WOL5d>@p{DbT)Ww
zU0Eg_3l$7RS5;{1gcD-l4Ze)&v3h=_f;FmMB2j=&`GRl`K+7^O;rgSe89g|hKNOp7
zNb*6FU!0_MP`k1hYEFazI{y<+s+dxVU|mX!EfQofgaS3Xl-g$5*19OkN%ug^rZ*~F
zxn9iJ&)v;HPm0JmaBF0KhVj=$`d(;h0TPhB0J;fXZES~XgCAWzn6R_BnCWB`N|hXC
zEt4H31{Z<_48@@GR|WG;t2=T=y?PhfLnaa?>!dL+z9x=V_di~WG;XHgA5~l)!>1<q
zKHDA5hBK*iXkZ3Kbzg==WVZ_MIkxT!Zth=l&-ZLM(==tlBRQ`Q<&2H(1iu=;;E<?=
zN6nG9pP_%ypd$YGgchuh4RICqhgDx=Bc0+fqTC8yE|dkDdyY}2l*Sh%J-33NGQsN8
zyydtf>mWPs5IZg{J8mS~+t-HUEl=Bc$hu*rT39nlCIrtaWpa->Q-?Yw)Uw~{Jo))&
z@nZzyqKw+9!<Wj(ABZ};z}r}ewrIOJFDq@A^U*E>FMO->ou|T2366~nM$uB=i1mr7
z$%9RUl~S$ySzmC)#RP5k;k0M#%}bNimCA}#(Z;2~)k<xCEkG?u$sSUat7$h_X;aDt
zTa_-9GEdMvxqcd5ImKr#Z^XLySsk<RzaL$_<UhUKqrw?02`n~{a*_A;NSBeYM9+uE
z=%+<%uI1fb+~QiL;J|XRqWpGqT#gX!tM8|<W7hF`bZ{iDwSr*h8KkZF&|_3HGSxW?
z|D}b$Ckf)3X$G%0yp64HAdD;cr!;X!mWrcGiN5}k{JjTHGW$n^m%fE{3Cx}3o<K(n
zlB|P0GkY6~4m7)&z&M}I>$%9<l=<>BLff)bBNOamy#z?IZyyg=Js+evHCcr5*NH@h
ziCok08luiWTt>~v?5IuJ)FaVdrylium(o6nK^&NgY}dF^s>uyZ78IK0#W+)BDh7gU
zIo~MSsS-=k#>pblSc@vD5}78Dm{3rf5e1cMOQO(_4$(IhJ6j8@pq7&aQ+|~jJH+@&
z21{mNitItnW+u9x)anaqeTUK1q3MXv301rbj!bH6fi}G!-_|SYQ*Am!R#cdtF|xTs
zuA(UC37HctlPAAMx!@OyVZotb;*D@<FP>AaFi^6jKQc;Mcnx~c$=@Ej?>Ui-T<Q?x
z6XC>Bw<($hcJ1p@>CfF9u2I8+8I^APonrA*2~@&!H&owf5lb9Dhp1Mw7e($>uO0Ul
zhzTe9{@iOERIgFWr6YZWrXeA_-=u{V<lP`_|D^=sKJ`^kzORGBrf~e@<mPdhKmu(4
z@Ni>4tm8-8N&J*wU$%o;;5Cz=Er4&IU*p<s@$vsaA~d+^U!8>@CLKa4OoTbEntxHg
z=0+kvJn=yKT<2%U$&8OT!|ur*GLr$kt)<-v;U41N?{2L#Y<DGe?UM&y_q?EgX=Gz?
zGVqi1=5a&d7xYEalbmzaw)R@9FKrHnPG0~Od^sgmYQu)4lgk8hcc^fWV=AB&bRj70
zOMfW-))7)Vso(V2JtX0^jS;*DX0#HWjhSU5JJ;iyXzXs~ulbIKN9tcX?)(ChRWL>B
zsdrx`x$3{BbFx9MjDdGimx>1oVR(f(2KS)s5UZ_m_2h8$5)&CS8uo<G&_#Yf!f&99
zIE7LJ)xK!4)wMZ~^vWg;B<c0-EZK7wbodpeo`GlMv`mFz1KJ{bme!nul~-yde$s}S
z74qY-VWekSi2jZO{fpSs-9FVM-plEu#j|fp*AC(NrC*0)=GIJ`WM;?{vYihiDUyi9
z4C4k%7(bc;ORd{a=xYiiBF2huWM}E&JJ{wz5W5HY$0CZ}{U5SSE-YBE>KdIW&5y@I
z?OpISKC2ldHKckINDZnX?;I7uPEj3f`L=(3$Yt1xyt29rS{&bAykFe23!0s-KxoSe
zWcK$;UZVN@Cu6b;;?$$4N(5SGI0zieXJo49v$#8xXrx)&c@Ej_#qex%PRE)ivv-u@
z*<qB0p@whiWXi9zR!qDf`-9S?DVQkxe2*5cVXn{}17f1yp+0Twi86c&T%={{&EryN
zG=Dm)zhm%|NmwTH_wmsZ9{WMltA8%nxGo!x>u1Yp3i}i4Ezzzq@xfE9V=7^!)Jn2M
zuciE|WayYAxVylp<JIzBH;opvTPjV}S(!PB298=#>|9#%oA>Wr@7CD7eP=T!x*W6~
zvjNVBNKYO;!9|};)MM&&X5~Dd#>0WkNhFV)%f!p%UY@eu#L1*4ny1f6B{Ur9FZyP>
zT<Ys8!P1b_0A)i@QA4A4MISJ+3jw&=#xu)x*Yz04JP_hCaG61HrNQoxoG{rUe`@v-
zf7cYmOj_(w(>$p@RJiJG<b>?5%dNczaeqz_C5;!QZBX>-0*ff*lorbsBtICBPy~iN
ziX_+2c3C=>66~?An>B2?^!W_7%bSZh5)I2Des=p6%qlq<FJg`b%7P5Dj82vr1WCay
ziI~EcIR~TJ5wehEXSebP9}GaY>*WlzM!Hrx*baY8`LN~Y9yL!-1RD6I1Og#eI}eAH
zV5BtFo;O&#;;T%bfG`eLk8wBo5;bi7^!YV4O_xi^1J<(AS@~j3#L|Tuo^_mRyBIyS
zZS1^ZeNR#oUR_wN;xV{9pMKR#Rm8ntiTwbRSRIe}5~k7B95_3N^a-*pheRahIxC-D
zR#8{N3wc8>&(fESQW4JLW%qz0-O+~7%GXVvQh%(=5!B1pW0GR4$kS5hlR&IlH_FU3
zJQ<Z44d5FuvFwL9kZQ0WM-R|?ZCW{*lrFqHpR<o7eL%yKqgQ^?*|q!pnBjDdsB^6M
zHa!eL7q6w+zZ$ROt35l@(=<o9D33UB^HcRBB9!xD#yL5$v-h_`xKPn_L-KuO6U#@P
z{Vm%ww7$m-N>Uq98Ly6u7v(_4jxG^3(HFgu*JrvREPMjvA?htv!z2k+biCnydNV^h
zO6~mn?mPW@c|2(Ycm3Q!k+EvbMCk!2G7Nf$OsY7hxC?=mj(et%NDOw^3XPN#EBhY`
zun#0meGOb;^fFa_cq3e7Bg$u<->xtotyH88m<m3)Vt<?<3LIHZX{~X;T&}Dxl9VXJ
z1FaOzqQVkuQJmz>%2KaR)QQ`4IR(u3U4FFo?x=WtRR;UzbA2WI%q)FN5pg>#^L6?_
z^>qq87!M3Y6X81QF~VI%dC&zyE}i3%UqOpiqDH~)g1KOu`*#R~vHIvxVZKcqwqv^R
z2Y&k}qn{~}XG$Ie`I~LYt_;DQ#%5xh3o|Ey1U5~pdfEW=?p>9QuhGuQKF5@_ads_`
z=SL^~Mv}ZuWC;@F>sk*7!-|_-({8J}`uEayUhF86biT<bfuGWz+jg6>vqXs#rv_;}
z^KQuKR)71&Z+3vAB#`DwezGEyTae1qJt-PZX&rUXKD7QR&j3eEJYx-biFrPVvMZ0+
z=(>HFaWnZ-ZR;8uwR}Bhxj!?T+)$uxL}23bYUobjvNt8Y+9*An+$haTaUq5%UcltX
z2t~pIkA%pg6n9Q({A6gH4;x>aiY-FI^kCGF@|+vC;Z<X1oxhgT2l2V-e%a@w1qeBL
za?Ewx*(QEE6=}Xwsi)Oa8OPShVQ+ba@+0u`;Yz7ruj>!r{PU&cnx?0<C!tDooXhV4
zbM*EoJneoCL`OB_T;t`JN0-A~$dTHV1>g(4)^c_vF0Bi~EQrVO=}{7N9AmDmjQQNj
zi%a$vHo-m)0hc4J5MQoar}rH{oel7)`}E<)NVsx}#Tedl=@970G)?0154C5aVvV?7
zc1Qy_#yyhR8rqfvLB>rjH!{*)!?+yXTw2Xez?bW(pPSr~+(%cikbF8iGd?rd@SDyq
z-Y$5xq5KJNR#bb=thLTHul~K{za_Q3%-CGoe)p|s*_f@TwloC!**%6qzndb0#6%Il
z1}Oqg<K)Oa3V64ju%hR{*iebJg(~?#_lj55SlqQGaZG8}e)}vj2c5r1Q>PbRJu>RH
z3CE5ivU_$0JM@}AV`8;`@prm!aZ&@@f^&lNo+jJO!p388kffKdBf5e!K&uM3eN;>#
zhh~`J6S_X1TY6+?W7pX)neUmKYY0v5H;U^CG6qh!9}naD-H&v7udcBK9Gh;i`q^<u
zW<X{wnL-C7JXlkXxz#<l?}UwBwxsCm9W(K`*xhT-CWd9#C+D^7kB1R<xjl=`REjC>
zUYKeh!kFPxygd2}>NKtK8eMitsuq5{)ccT3DBVAKMZd-x2q{?#TS#2T@M`E2JD#pR
zm+N~EU#Z}Fcwo0&KOl+dW$3S#?q2V-Lgz4a&gv$%UhNBb?zf3mb7Lo}*ovLk+BItX
zCCLKlN-n-Sb6Zv5>T*Q&`!ou8hP>APycM2O%%iR8G%>MwihEMY*_4*jCwO`>$ekCw
z!>00SggKV}0b=C;q4ksE1f(iI=%+`7(sbzL5|C%=?lUUGZ{W1%fw+r=1vdzW-tdgb
zpcSLw*ACz|k}+l=@b@OmNOLn7Mh>7e%-u>Lx;6pHZJ@U{0lN@uKDe5%Bx@evp!Hap
z4=ylqQBj58zs{ieLCqb3wp!Bh`2?;o1p1|01oSuV2N2US%09=5bW`m|FT*d%KWu_I
za@=E7fVr!Kokw<)&Cg+g7DHDn6prZ|3@()khr(gdsFo_`{X4Va4dUq-D}%_&{IiP0
z(rF|=j+UUd@&IZNaavPJrR|TZg?>Y8XC9T|ca9o2&e;}iZDQ~C&TG3D!N;(*C>f~M
zM%UY=KZ~;hjLmL~<5h9%dxJL<i~a6PeglLfcROnBUQY{1uhS$%B5ni-0969)BTZ-y
zdr?C1bCB#FUKWE+S=5U!;B;q1-$47Szv;egGzrYn`@6pgTGjY>Syt~)IuA4a!bo=g
z?G){;@kwC#vu-{c<0UD%HW9a4euJohdj3${7V_`cc17aFDb*xPB>ud5(MwJG5NSZz
z-De=#Lmp}sxp${%g1`?iQL7Z@SVkeA`ULH;-Vmx{bZ-=^LYVt_^j`A=v#-gA*ym^w
z5Tx?)SIeSq)K7B)05W>7enweRsU_ejNvhA#@bkVM=FeF04C=N@v(X<(Wjx|6sSDy7
zOR+)y=-8jnssmQh5XBfDd)2LPshF)ceh$90Z*(2$W%iruW43)sDPDefq&4YF8Z3br
zN!Rd=<1?B{F}onIAO%>55sT&IX{9;D9@w$ohSUqsi)bm3RB-*gEsJOKxC;En`eBi}
zuJ;o+d0meyO%^5QV&<s%pLtFGIQcqR=aLM!pBHsDFkkDL*fZr<C|#T@ImEnI496#>
zlg37V{344aqbRxH!i;lPzVV}8!8kdZUpS7SC@xx3w^AVEBamruEl%(^5nN|9W(wsP
z$e-8LO^-J7sJrS@dp6gyVvZY<(V`wjrB0@th%;hGANp>NNnpB2L9z5HIf8{cE#XEs
zF7?qr8(xoW_Up&r!S>C5NjN{-@5pJjC8ckOt2I-}4C1BDpWL4PMK%S}*InVqM-+Fu
z#X<({ak5^ZA`(8d(tIp<lvjDsU+c=$ecJgE*mjk73VbiGb5i?VXqS$COy{lhrotmV
zpV3_YrHV$UOk&&4E+|M`%&6Y~9n6~LKQW!(Ae{d<n6<n(t*VusnTx!chq8m6k^LuO
z2V2vBAzL%Cu>Zw!{s-Io4RIL=<NOb{H76GkiuxaHYu3MX|6p5lykT2w{(~;f%Es~!
zlYfA&-{lbj1rohW{C|MF25Rx&LteA7aRMQ)899KE*DS0+sA=Z^7szXNHunDny=G$m
zPYeAU^_qzT*slKyd;Q<p>wm_;escoQc>l)0W_tt0{`&#qbpOq;u&@xlZEWvlW+2I1
z=`Ce^-}kovf7;$^{EP8h%E8P`#Lmv~p8hM(4umP^;NX1USU9=<k@rT$#mf4Z5_t6A
zR6q`FZ0!Gq%fD6rPf`CU2P9<$vU#iWmj0_jZ)G6z_uukAdCs@S0`u>UdP{-ZdmW%s
z@AdvU_NMs18vb7;{?DcV(;)wIjek*auyXu=z$s?~I>Eu%nh1`U7l^v<VC&$l;%H>@
z1}1OjZe?PoEFla$-~QEqr0k3=-T>6CY+cQqi5R36HAT&UFzLWuf8ooCn3*}5xPaaA
zy&n;=vvK_kEnQQ=*xJm*6^`Mb^Nxv;9eCadTe-R@nmLO&*f~1bzai3dzV-Wmkk3It
zKoG1IiHH#4!r_2<d~+a<yR{=T5ik$(mRdV{8Uwet@<(T9GbhlyI}k_^&;SrfK@bEY
z5L6TpI+!<F5IP{WB{0RbvNUxD0fC?a0Rc+@0f&YLeLIS5;$Z6x3ig&qc`E~nO<omV
zl|UHYN<hN*3UB$hzc;e?YVRc=6Hw5<-&bW21mF=+P)Kla5Rg}05K>`55J})i@xT55
z8VmB)Fc6R&5Xjer)j&sN%2y>Kd_2i95X1{RZTo=5B>cx0Jkq^qYu%>~UwWAeh+foJ
z_lR7UY>ZJ9z!)G=k48*_I-x8QDdmfQ?r{s-EEAYPtf_E8Di>d-a4bW6@5*UF?rLBu
z|B^~8<*-GS$9O3P0RY;1MSIoAf2si*GXVw^<kB!MGo&xkBIM&8as=ro?KMGA3dZW5
zx_9;7+S>V7y*2b|%bvD<%G0fLHAXaC2Rk0AxqFHag-{%lxvBkO3Hq)Zpp>py=S-rq
z3Ch#v$^)`r$>vM%of|<0CML!J<C66_56>On_x)rFYW4BC7R$<|wG6d3xe*aJzNNlW
zmJ&*7^4`etPQ!;vI(t=%H5SKmpsxlt<3_AV!^kgf>)?3P?LLPI6O(YpAqaQ)TW%J+
z?|t1Bgckqone{7Ke7=`IMSKs_|7d&9Sj_d|U3)N~_JM!3r$VNjJQ&~!!_o^ju@ORX
zoPVwdjA(hzCM>gCN6%Pmiiqa7ekdOU1kg@|xgnND*dnUV;6!NCO{XO!9q$7)c;!@^
z!)zNh1Xly8a5Lx@?wLSYoH5GB%E>{$u<Y~}TsG|bYJN@<87~JBAly+KXnj`z*cCu(
z-xL@F4CCVTX5_j*wUqmhj?dfS$~;$uC_ExrLw<s|LWSRBD3J#Pc(MM>u)WJ7nB_q2
znXeTh8w1R7Xb19vNOWDpt=-jI@NQZmAPFgJ+thxkFF&Q>n8Ku*xi=lX4Ws=);$3xc
z#wDjbtKfqxI=>nifL#md%Jgl~ob0+83#RY61m3kTnlymxI>)K3+CuabbelW+Hjsn#
z&5SUwUV=Om<Xv9~puU-Z4K_!#gKNA?j(7;gaXvhccaF@$ha^}mRD0t$atKCk8)vGg
zfKryDaEf+jZuqCS^cgyhI+TNeKLgzUJbw&OitU(J`BE?ewQvzG(?I&5NwyFfTHp`i
zNzNI5rQT$`-%`l9RzB>I{Xo!jL4@||VHq-;-eoM31Mf)~rB@~B+j@Wx-qpbsnVWYq
zBlWHuBv3cczqa&52hqiD0xfOp#lITZhxxM8<sdycerS&Blc>{lygCNR#bV;X$t&WG
zB_c>rPm3-8P$&Nfq066I#mGX%^bSQXQ0bJIBC;bGVGLj^0R3meg|J52#};iwr5f6i
z2@XMU_}<l%o<{dwE)-C1@n5;MK)KejDXs-2PQ#XQsn6~kJMp*0HiO_M7#Vb@dx9Us
zc}%Yd`?VcA$Y8z40DD-}Bc~dN-HfHRaQFx-2p)Kuq)j<r0bjyE^sFvY;r_(r-x@_p
z+YsADw2C0-M{A^bb?1d@6zLyzjsXhgQuTt@iBhV#voa^mS#hTHPgV%lb4bp%LjaNY
zoBM?^H`(62SlfFL?^;3wwJiMWxixzFr;PCGFxH|dN>*>(mE^NcrQ!7}_2`FACAI=8
zzuy~KP(eR-zwjITD{u4;wX;*l4gqh~MuQ^Pg~$&~2_psc64!twv!ydTNZfnpfE*x!
zqn*nRqy~tI5%hp<de8!U7lN?|8W03K&u3Jsotx@&Hs4@0-)VKo2Eq)X^x-4Ic?cfV
zK(Ul*MoO8mcZSoc!Ml!c!?Dv}9f=^Il<jxrpnf}i1aELDi57IaL_iujy<!&kOmR23
zEY1I2W_=Gl8wouMm9M@IEq2m?z{{vq8VFR%ikI~(Gk<lJg_#lt-S4@;L>|)DkrUD`
z1FbSKsj~_9^j1vuYjb-S2n!TA_}6uFXs@!_Vn;~3TkJ*BPmLtdvYllN4#dt-p!tKI
zhtiMiZXn4Qy)3Ti<P>G~4W<yjD{)OMu#!M0Vl=ky@%b=^7pHfaK@MxK7?<HFacU*F
z3;qadAsHsUG;UI2I=Ae%vc$m-f_|dI5h7!|oLvox&l6e=f+6CVPBiC7q7V!M7z*b<
zHs0d5DE;OvndmJ(JDc+SP1;T1660+_$<C$n(`<7Jj3Ky5Tk{BUHe<^k_Io(-(bCF$
zJKm;={C}Lw$WP~dcf@~sg*-6-+W;SQp!Q=G+fiYVYO<*|n`IM{B~sD?Rm8oBK~r;_
zr8pxlpNJQ3@CJD9j5vEF(7AlMQesPf0cAQ!Ez!pU>z>6^8$bKjlwU~>C#UGO7b_uv
z^N?XwqGQg~l)P<+)etd7at@Or-jV*R2KyJ!>7^JJC4KC3P#S+`iaa3?i$R`_cMaiz
z8hZWJ5Cz#87s@xDvqH#eQL3dr*-qJzvlVMvu9D}T9AloFl=zfw43LVeB89h?b9BFN
zEGCZkJ8-FAtZ35+K_#!@)6dcm+pqGvnR{PTl*Ry-bnLMvN+DPJw+iNFjKDVywiw9h
z^Z(vI>Q8?ci~tlY{@2BvU?6t&9kID}zqH|S_JH#vC-lyyE#|DJZFkKUmP*}fKq`tn
z2|XKCLbQvjp~+b1C&gwO(RVJ0KrUi`xd<Z6^E7K!6&Q)28>Y?E#`cW?L{Y_Ur_(2A
zdO{1Wog5rI#*$Y9ETL!Z;?g<y+gSLf5mw)sAOV>${$)Z2I%o4>{o$DUbPPZR^9@C&
zNph_OEw|?a3Usc!K&t(n9!L&y1qz%T1{SE1OZ^Bfn_16t_GS^($i>H$@_C09C0NTm
zERm^fN#}|2J_!^^R5mv%MoLqN&k0x1!6@>&6WFW4u?J%i|M^kqJIWIzj}NI(dgRvp
zNLMn~a~T~z#Rfe^r3|gv8EPP)BwO?{uQ04v`{C=W{d&3J7&X+dqlM~EC>RB3>$X9B
zAC;%kC)&D2EC3a%W5kvgI1a|wLp_)A;Zp){Os1J=L|hjGKW!#fn5Okss74}F@!>X%
ziY|&g1zdx*@0y-wAZF1iYTEYuAJwo>U@1dmr)%VjcH_QMS0Mqi2MJ#JW!~Eiyq*Bv
zeQR^?0c#9kgV1Ua<9^t@e^ckaUk~^43S3nm*_F-8PBi8>cM&sN_aQ3w5;SZ~Fk(iJ
zs+Q|*xZNCo-HRCrGG!kEUiuJ3KzfRXTrr07yn2R~>HHU#v3UJfh*VsIlO}{i>0Y^;
zV<x`r4pWq3mw@BigM4F6-so)dmC8CXk~)5n(0Y6%i26zGC%fhBbK*J$GiB%4K(G>K
zD(7qL-&sV#`SxNFRY@+fNuYL!fPn=K<kEiR(sp`dWZ#A27C!8F6$tmbE>S&Wf&y5V
zxPA9~ajQipw}uq1I;u+M&ieZ)OltBaHQG<2ipz@+w}4PSCZ;rsGo|KE`LKNabSj5(
zN|pkZu0CwCr=ZqMIcCrcYG$%-+cf!Dlf>~$MgqE`vql$gi>Fzczy`~oyrCvSB?BRI
zO)Q%xMVyrV23dRd1wfq$tupy1K}a{kTAi6>L0etFUqgrpbD{~lyC@7bQ1iJhp3GAM
zcKp?9HobSbHAiylh?YHxlY*GQ5nZbr?#IE?Ibj1yu}1q$$&|dirIZY%M7f=|Z_(%;
z^9q+2dNi{~_~p{*e_DBFTMtY8&U8W2rhH}AD%RsVS#08^NpL_OVEkIF3<+;&tB#N)
zRUqxPG2#dR?q=YH7byIjo8P+-AM_MG^W&`*x{aAHHk&8T8I%;UejPHUm<83(ex`ZV
zZ8WFwFJC>7waGm_exK+%!)j15(At!Y2p@m^hH_3W><3ZCdcN)uNDcqgbD0=E#fJ>g
zWt66J6g%F7zDLclCp4x@A;g^%;aZ>m5|>{?p?;$ElGSScTXgdvnJ$1egI;_p5OtHa
zgPhj`!dg=7$2XgEu<88rS8>q1o%!AatQbH9q2(Y$HaX_p1!v*-pviMK&ES<wyXnrt
zB_^`_*KZMeO)H|+n-hl=yO@686fBdKx|Gr4>Q~2aoE5EE8A1pJ?J??Qyjm>zFh40y
znKY)99c-g^aK4)YcnJvV^Y<)QBec@x|FcHB2^VdESsLCr%7QB!8cus@LiyFppqP))
zO=19|AC>mTy<FF4?pltwUjUI*HA^qPob!1$fqI&%Tj07qS!!Zo`Ytx~b3Y?NPl@DX
zkSwSI?og})`HTJ8+5<(50BKfTALqg}sbtJDsrqHVzI0zmod#j8!IFT>?a6s!KdBQ1
z_+IY;S@@I`^prTIl~^94yyD`*_our^%+xwFFX#cW#LzKe!L()fkutxdni>?`l*hvi
z(?x8KDXVFik-2u7;#(T`4jqZ_drWu+K3F$={ztAjJLtiW;`-UIMw~N0I~=rP<@Lf!
zvqJ6g#(Ve6ME@vKv}N@kki3s3;y7Ia#D$9_&sV0sb(<)wpWE+~*AA@sp~%W6+K>xO
zWpO)kRxD^!yf4#!6{;oO5u7KseNof8pJS^K5Wff{#JdCA1bc*|L7bD5YlhSbCLe}j
z+E-B%fp5b_C7NOimEurlFnl*X@M;z`>hEB~7CvQ!44C@xsvfp2zFJoLRhh<UAh_1^
zF5*~)S%TuKhV8Cmt3cwgH3hPg1!midF}bY4O=dwpk6lfe06+7Wdbg3Gx8}^p-m4|I
zW>x{1%Bz76M-_xuF=R396y%ez%rmz6Lr7af>KR`tY)U<*2WZ^jV~ig({yFsor}4QS
zqZIaiUV|O<H&6bSspJio)xr}|6?L48w1SH4^B^^T#=Qp=F#td0(nR9;UM$wpdiU5o
zC>)v_H9Po8=^a}96!Q(0O>bARHp8VAWJPim;bSOCU$u&(s)j`nCe7Byc&OVkht>tG
zi|Fvf9(_=eV&s_i`qoj_YEG{}^sor76g9-okGq87A0CtceBU=H3d8~N>c0OlumGGR
z#4*GHm*QH~OLTrk*2a}9Ovl?H6@5caIKA%lyA7!?_BZ8sBA@58P5IdLHE0Z5ZfN4I
z#%HG2jlPgQZyN}2(uw+fKb5>sARpo)!y%*W(oYCReDJ%|-U?L7SY0#70mlA;3tiyl
zJ1E>=XJCg<F+oppg1SrkWruolmEtIX&0p<Z;^D!R+vPKfLEEO2FJo!7L(RCZL(Uz9
z@y*TV5~$5|!Ga%<^+o$d$3#Ud-oOY?Gr^O_%2)+Mz(mWH^d8`aPtgIH3d{T|eCWki
zI}t5wN*v!PSNOqdL#Ayh_AxM1&=XW~?}fI4ONTg;8~59K84{~Ub{IPm57GYdpm*`U
z%oc+k>&vlQ-DCd>j&gZWnHg|w2%n-w1~>}k>;|+3db+5Kd%7b*s%R8+Lg))jHt?9j
z;$)El+U7Y}e@PxGm7{K&&eC&-_62!Rg7V8bVHT^2x(|d7_@JQ5F>||DVIaO+0=S?6
zmH%rA!We)zp%pfVfD&XDq@d5oZ4v>d<qAMS=5GAuN3zjR(h8r)8kZ!y`vM(E31=-e
z<fveGy~uOQA^RS1t5ESUJP0x6j6~xgQW;k|3YfBRf6h!MSJiWTYfhoYV>2iMMRH!Y
z7`9^^SP(-lbw@6Z<v8Aio7;d(ScZZNw^2{MUB5N<wDPSaF!XfbHpXoie+ZKVV?p0#
z+zMDvf-@gZ=yY;uZsuc8FpVN-Nc;T6^2Ai4LeLLxh8-;k!V6jh9Ti3C#(0`+sLy}Z
ziyj`GHnWB{upmKbxyAp7kwfTfs!h=*9li)p!sSAcfwOHrrc_8?PcgSjq>JYg{Sz;N
zvdVGVAj_emkEBZcI@Yd+kn0x3&Lgvul+XRGHbhLuIzFjmQ4==IR^LKPEGLu!WFHG{
ziI10F&k<!y+#T_|HGvBs(1O3#WR3wW5L%5BE6pcY!X~1~KTvF*PxfAa$tsN5SnW{X
zCe@`p_F4}Rx-spK@7DO$7oZwP9zHSCyGU-~r^yuFY*MFv^my$Ct@xQQiL|Y1>@dQ6
zy>FjaPjsSx82kYGh_L2)<45g%i?7bDM9u*E$5Zp5i&L0z^e3?JkMYl&!p9oED@XJ9
z&CSgPfz%U;oUb2f*L+#{t<%7tXOPu2FL{DkP~0kX*(ZB0GlO^ez;{K_zpqdS!>T|0
z5K1Vma4KcjG~q#o=V1_A>LE`+AKoxJ8ytF;$F%mtbKZkg8B5Wrn|^qiT#I4A8OMon
zfC=vX2urcDNMjpLE!iZ{i(%A*s%(5_RWRPaAD@%ddq5RFrGyNqB{)mdiFvY*L_!a(
zk(eyOBI?-E-ilt#5iIYRKLp!|YC2Bvt8d%5K?Sdm_|v`GAkt@pXA?V3IPhu@#v~_`
z-y+5F3u^~Dv~?N+z+1+Pi<{;z{*ybpV){&&K%EuVyXyAysse#DliO5%R@X>4Y`qJB
zcJXcs%5t8S>)l1bbssRm_I}ZaA3nu}3<&r@F4q6jcp=V5z)`FDNP}+6J46K9y|bOT
zir0nzb<i@C_Y8S8I&dpp^m|CnkVwfj2Hxokx{f@X`F>znw=(?U`jx4<Hb3ldum@J`
zoie(B(XnuRGK$)s%e3HK;4r|-kWt*<oYty1Ys^U*bhCP5zkV;MO)9FAK)|7Fc`mg3
z5rBsP!2SNgkL8?!0$PtzG1J-MKGG<Wd=iG2kSLaoLECdy)2iRxu=^fX@E)f7{x=BP
zv>bZe1q3YUsCe}g6L@M!@+aSvRB|O{_`dO50cS0~_5jw_-D7R#w9Ed;CAg{C#@7%b
ze(-k-02iX5qi+@%STH~?O((SS<P<Vek1(!P>}BqtYHgK<PU6wUWdqL;9OJ9o$^9u~
ze`W8!L@FdaBglcBK1R|_K-{y`3rF;8_m#8*#V#)p>)}I)B+9g!D*Bw}b3WtwFR|2=
z{3e4AQcbaA4r%)X@Yzis`m*`BY_U1K%2nyIWQD9WcTTQ&LZ!2C+tY6eL7O=?e|it-
zgLf66rwp;HMY-6nQqCRw<^i3Wy0%St@k{P9A?%OB&m$RIUn?t6b#^yekDMmIqi%$-
z;FZ9u2PkKHm>RR{6GvGuJLNRVK|*xGzA!@Z9Dp5cBBO@EjK@HW{~B5**St$My#o_I
zME~7A^+nR<IoagEC0CFHjPB9=mx4g!iu^bnZB~fh_Gb5&fdvObD_{OeL&n*-?V-`n
zj)RE3`CggCLCjeO+@mwIs(O=pAY0o9XNLUdNpMUy>;5xh3G;qmni<8cqT<~gRky=<
zY0%&v%3@$bsnsnn6-1iA5N43V#fl{z`s2&fiTU_A;iNv(>F3Z1LA5EUQd)j0%oS7m
z(L>!uJ^<LA@$Yo?%+DWta@B5Z1Bf>}9Gge|td|0(N=<G#0q|n#aB*m)u)TW|xEu$a
z{o9|}V*oe6A&1hyFx5G*Rg^V0R+Asw(tR<xrL#cu?5ZCIXR;br{120;9a=dSNTc93
zMqWe(p}JggR&W#oc6H?;TiTa`_F1DpJ+wQr$4pJrPY|JXu8V&v1)HTyl`TecgdKN(
z;G}tuw7aHEc(*8lBPtg0Fd?ml?0wWw^ca?&cR^4-uL$gpVn+;Y(Nel3?^1~?CU;eL
z+y~4Xx)Vw571mUhhF{}pq{VT*R9Zf@(iv#<T;|3A@(HaZbva8YnKqN{#3Fh_<!)^0
z>ngv`b*Nn>{5~&rrhZQJlIs=wlpu)04F`A3Antt<c;zVH1zt;MiSbayoE=Av9`*#~
zVzQ&aYS2YgR!tX^w-Az5nVhf|Q*q~iYs;EL)yixiK7CbJr~Ywz%)q2^46gTpItK8E
z&?=RWC!z_bvvHaT_oMN=6ANoAN*cfWFnss^4qYm0J&cbxLea5XjIU&q_%GUgw^IIZ
z_?%?$>LJCL$1X_mM4&|%Di1zgNuPByFJg3iPo#onCC;^;QnpuaCJ;2s3{W2^&>Rc8
z!5Cqi1!aT%c6vTs;IZW!sx-%SGeI}_KhIa&%Wc}tc6zG0G^|!Up!{lhck5dWWADwa
z?~4p3;35OPX!ss_gDf1xQ+NzF;Vy({uT2~S1#TO39)Epmj3)PRh&D|ptpg*gvUMJt
zglbx`>I$_4*LScnw#5oXvBnNRcD?5^C47nj8K8>EfRCoU^VrePHr#^$eKG$>-J;7h
zAvui$pMWYNqJZ*dQ!?McxB;s3Ou0s%9`i$JS~3_|+Z3`ivgzWtc(xM6DX*T(*cgC1
zp=B=JO5do<tVz0w0dA~$QOq7KV+;=ahYYQlhevkCzO|rbB4<qsW_f={ea#TOgPUd*
z(nUKI@1#$I@9lgGnV9@-=hwgsh``Gbgij~q8#~=*n;>FRYY<=Zm3j~0f_LG;*HEbM
z*X5VkDE=Uxz<y!rm4e0??jKmdf*!?0F2$xcK1lDZz;NbXH3t!7)j<Z|IdB?%dKd8)
zPjUHsh9HJdp@HurA&7b!edo6&`F-0yZiz}AZliBdnKO=jn)X6zQ8=)G13gLtzJ&xI
zS*7&I>!o!6Jn4h-e4Z4mJSGc{%%PWrem(Gq0y&cvS`<Mvn8ZXrq<#e+`}8a$ABI=$
zZ)D*u`hxK$GN79q1*bRQT@T<sFfy?Ban}jC>?3mNl95tj@zR}%D};~~SG?~66<@kQ
z<y|NFP8NS!awzE^as89e)=RW60$V!E_1=iFt=Pj?@|X<}pNteMxE2pRrVqc>={ltq
z(HPuPi(W+&*DqBjF2~EkWN#hCm4Y1o43FQJ6tFe<%|wWTq$(6;d(VgnT0m}9L1fVB
zGKUb0su`2;*!oquO5$_OW%x0Gat+O*nhLcw^^>W+8N3Kt8iAt!H|<nvhv$nNRC6K>
zAVe49V^3+$d;H-AxwJX6khxH9WJaPqi|)w@+=r?;=JdPex>_XFu`RpR(a^1@n-pI|
zy8x`w7u$@|GmRQp>^nJVdlO>~3KnJtH#gs5YMa4YEg$9D-2+YK%l<?Xdy>)<gy%=d
z{R%Rr5}u{HSZ)N!{;(u7yHsr)p1EX3Y2(H_f0m$covB{W<HV2{>S2?TEh)Dz;d*SA
z2YF5To8U-tn-H1<3l@adyo5@rnV|>Jq?C;V#8^q5o<3^{Q=q3|&Mfib@UFd;N~1pN
zPVgr!d@@7Wn@?p1{1Bs2GnL!LtU|`D1aqFB%+G4@(KI@#FWJAV9Oo*0`$InE3rC*p
zX7a>j2RkH{i2Pz8j>Qv{iv5K*5U~6hV$Q&0t-mUQmK4@|-*lcTfO+7AEqt)MwDv%1
z4^wsC&wQkJ3~@>Zjy<oTVq3CN6}ykZehr}xGIxOyy1?U(uJ_(YfFUW!w)Z}=s4KCk
zFR^Y00(${+N!?9u_w#-Lo3Zz-XoRtyJ=}|O$GUu@8UkJTB8&gLWXb)-G}Zl<A)kTQ
z1z<S)5#;2^)!V{ysPGWkagZ{?t4>*FZ`9Lk7`1&MlK#&+1U5HU__L!V-iI4j8iGHH
z`8|3X_Fl@{JUQW~OQi*zXT4k41&lF!o2n%%1`?OK@T(GQ0#Qg>_Yg30W$VY4eX}}s
z6?~V==}(aw&pVeSadQfRs;V8Xu3rFJiF>}Sd!zVwX&I5yotMEgMp(g_6j)$1RReY@
zoOKL)Ggm_FQucbEjhmnlju+C+{y4x+g|N6$cGd^1>AVu$n?9qm4(&~{R)3i7oV)n2
zn*MB#lNxpZ3Su|I77zBv<vP-t{Lb%M)FEw}4*mL|#pdfleDW9I6UP|D3tOEhss`A3
z_TTh`{EHc>@4&!$zTUJ(uM8RTf>bJY9j6>^+4pwRn>;y0DPCT>dGu-e-|IQaUQ>e2
ziHr@PIFM`(3a}({i18!S$3k|V-vupv@B5^)elUyw{NY=rz~N~OUB{Rb$~efR9t#`U
z$I&hWi|y_@mMQ&obZ+im52)JH1-}${z#gK*Gs7i)!USV#ll&=?^-A2JWvwF73tq-A
zFEp-1&xq=xJ&48{sE?+7_hHUozm{^PaW@WttG85LwO#ylFwm=aFCtDYP!jfrGVHa@
zF+4*TNZWNV`L=tLw_YNap%lE4^l-P)LgMF+)#`;Xh3G(j`QxKa?8gg>2mM#-O2re)
zHKZ+s9jt`F-&_NWLK2J8J=aQtu~zv%6JeZIXYW0QcKB@-ey7T|i+pJPF{3baB|IKZ
zyC7E;mAY71EUD}qViS+GFf%R;e$xX%)+B336t8W<TyU3}H9hCV;}r6fW0Yv!B507j
za2ON#b4^#LkDVP~s7`GXH<f8id3>cy$-8537^;$*`64mpd?ybiy8~chXi}Rp$+xbB
zAC>%)<WLTvvC-GXculn`ux#zm4onXV#|uYnP|X-&bG=A1fwL6vCl05c{HIUp=daAX
zl6uRy?FiaOYLPsKPsX+uNM{E4<+7%MOiN*Ws?whKnn+2MS=*TOLF6f|Ltw`w64(%^
zm%?^ksmYrqlRoWs<zyZ5%ut_bisqOu)7sPy8R2lof1dzK7ZV*h0$L11ByoOqO;X6z
zL|f6(|5=0lQu;yz;V_Au@11a%MdY%@5JwHx!+NVIS@$vkU)j@jBsqKvrBS1}t>>PV
z;{d0)g^PvyQbgjcHX^=_6WstsS2G0w0muwo>Xv|F9V(e?4Ob{F@ttB9{y7yD1Z~|)
zaop`ciPrSg`h3GVfp(%t;Cpb#y>B?MC?c^aBXV2>5-QJF;kJcd0Li46=(^>_d@+}&
ztX3MIzy3-XA)k737O9T&3meAUT~|6CWx!meMMX8O&MX6BP$7&3ug3S`es*H7zdf+Z
ziX53>g>;F>DZXyes0(J?V<$MLpHS=kM@iCGu~~V5b#5A0nD#WedKG)KD!!IU$Vbuq
z+Vz%MIun;7hwbi+hmr)g0e5-XHj7)kF}oE0q$=1HL~BKbA-A9Mk7DV#?YvJXb(Jky
zYFxM>To^@dS`K!hNR){JA*E!TEMVuy)^?at8VNS8q9g>#i1c``hE`wXA_-&H7ji!&
zl~Y*)f*31t;07?L%l;T{^J_AZu8guVa~pagj;)R2WEEC)6y%)D<lx=UE`k7m{-M{i
zbZ1yMz#44-VZea;0%Z|77SB3e2hvlCRw^oQC+g*NLOD;k)$2ho)+AoRGH-{f@;Tj?
zq6CF=+>r#?iCuczvOOvIpnp^i-ROf7xItZbtlk~Wz}c{HH$y#A@?F!}SOdtJFALrg
zXT~dUK(B$<z(aJFP3|wa)xK4ix@HsXtQUk*??77bnntUxKjx-=@uzFi&@`*2T7mCF
zH!#c$ruKJwH$pCB7XS|k2boEC!6getD>MJFgosEnSIWINuIm$M11d5iukfVK12M#;
z*Xh+z**OWzqM<Mo0<V-%=&*)@+aqOVvnlh+R7<Qq5hDjnaB#u~@19P1z(hOAMI3!<
zA{lPvO8K*djAPm~X*d<4mIU}nu1ra;A=0c3*GpXM_Z*Ncd3Ua{9oUs0EP=iiVr+u2
za-|wuiuYf`5%qeUh9;Jo?mLE=G}^Dv0ORUtaEb8!HWhji5Ip7IzV=*x51&ebp0c)s
zRdGbF81+@FOF>eDf?Fdx7__>iFuijQm&YYomg8F9%$4BIMVsNmF=7@)G$1R0h!3LW
zl1)*9TZo4~{S^tGJ{K%HO2_8^m>Cj}gLl%iQ^__!a_AQnfM|WI>jbeRq)f1|6BC<h
z8|OmSX$pJj6a(+x5Y?<N@@gGM?Z24VQx*L6P)&0OH&3a&#p}rzUAtDua?OiQ^1i_T
zY>N}MZ9E<#*aId|Bs5!TXC=~>Laz6KJ$$MJ8F1t(6ZlPloM{5e(uEK-GSTs|aP~aA
z#7n60v1j^a+ZhHl$Ccm<r(o7`Ua;Xz;D!c%<C!j}1$YQXNW7{`dnXsJheX&P;q1z6
zx}X1xr*Dc9Y-yTp+qP{^+qP}nwr$&(wykN~wrv}?|MRVN-}g&Z<&LbZjL4X52@hre
z1LK0c0zUAAsX06&4&$|}+1wruJcW*{!K51T4FbGpW4SD%HwM!<A@sdN7I;SK&%Nej
zIN?u?=f_8fKS*t$zDm!S>DC%@$WVRNyURn|e*A=qLI9(pW~JHP+-a?75E~ygvP|GI
zFX1!n(3Q?4gg27?Ur_x%*n>d*FQ~rwpy2qRFobqkJOw8Ys2OUwO1Nwnq@LGNpH)I#
ztGVDj=uc-5X6;gYj-$fhz)@;tChM1Dt?KRDC0y(ah=tlNi=yC~qjZ=Moe<(F-b6pc
zxsmadnR~Ls&x4@bww9IG5WTZf`t;TZqwK7rEtjFk<T<8Y{ydG6@pUC6THd3!^@?1|
zjb9!Ir6yzz7UaU=vBA$t(oo>;wl?(~FusN?=Geu6SCPcs&U+8<g58illejqiL*h}z
zL6XV{JNws_5zB@3Iovvte_Kz~IrjIn%4O#Y-t)sTf<01!la%FTR%U<&_j~H9^BpPk
z)|ea~+H26Cx+ByXda_++5MqQ4=JC7nNfesfH|S$GBqL>6G`$eI=EdtD$uOS~v2(v>
zh5SqqZd82+H^Z)Wom3L|N?QWbqeyIx(6nI1Fo!OJzt~QO2y!=<?HAy<3~BFcfVLfS
z{U4JIB*#1POQwLK?Gd(VPm^Z{Q_tvqdJWws8lGVsm8fDW4$B-F9|0)i>RvtH^4&i0
z3Cqy5r-5^$u*D_t#c3v~&rxt0L>ru>AGSpOv2w?VQC;)PJu>72W0zt;YfexU+&fIA
zJCshG%2(uQE9Px<+hww32CAU<4)n^i3z>dd6!3i}CSl_N*HPzQI8?s)@-faHsX+vD
zO^94bl$E$KTKXJ)#gqDYyLU0=X>xtNrDL#k4<D3Q-y!oxNo|t6kkhd<2uWB4{i{Xp
zl+nIh6_N|mG)F)r4Zk_<o|%@_py^<^ZOgjhZCSN0X`s)s`E6XWg2@i0{^nzvu7^xi
zenKNRIAso(K9DOar+4b4fhr+~_9rQthvB4LZ@6`=)NZ>dlu}zc)lGE&8d&_xAI#9>
z<_PIaC5Ug<>c0X2*d`qx^z(lA1nUGQwLFAB#D(i%S5pMFS5{q1+Xr3}T?z?hb=Mn^
zEq_HI@ws4{ZB<6rhw!aH@RbO-M8}UGVsc%xP?x0>X>5I7C<a?|UMZDP!E7`l@|8E5
zPc_kRU^Ud%K(&g}H|CSGMKZ`&e@6@D3d~)Xy0d|>i0TIKbv06xI^`Y-56T0;KaY;s
zOIKhwahZN&;`rE<O*5#%8lI<(+A2yT7c5b<uk);WN!yo@QBZ~NFbww6-@p~z)PpV`
z*|)Fw^5oik5<eH;4J}F|S_i_8L96Ogk^WW6pI!0eKrH*0*q^%gXWyL|ERT%D50OnK
zUjmAqev%r$7}o{`p7V=dP$!!~&g^5ds4h6|RhTRonPtUxYc6M{w+%ymCAU@E(aC+8
z^uT9nT<6Zju<?qHHO4xFG?fXGHizK8>fLHgym;-@TJ&?>$ZYW9d$Wuxd;R_0QLODj
zxbZ(E`0XEoNc^udP!ija7TZ(zr}3VV>L?S%+b00Vg+RoR)&NR2&@8^@A{R|`Gwgi-
zhlHT0-De20H2j;M>53N7ahfO|F#OOWS(FKj{fHfV0xofUIFoYPQEQ7#xxu_9haTR!
z{V~`23Xhqxt3BT!)RC*#3CixB#b)Ymz0PlHYqQin%<~W2UFrOxcdTNYbxW>Ntl-t9
zliO9k<ZPjp58ulqbW*cF&(o$lnu8pCjOxlJ;eG|TyEkV3Lnb{_|4?(QMq41oZMkjY
zW(Y@}BS<5QseB4$%5rn*zxxB-%QpZqHBW_*t?_Vilu}wR0S4>*4IABML#$dN6hlGx
zT-m%7sYs?6#q1;!jaISAtd%xOpxm;T4>ooW_|O|WP5`8lY+f*Ae~o~T6P`LO{cD<J
z-Ol?J0-h@cB6`4&87RYfPBfZ_&Ef($<m!l?v)2x#Kr!p9PAKV4XU6Gv5Ajdrpd$Ti
z7a!u}dqxS$OVgt{XKza+pL2$sUCAIFBv&v8MT}ZGx*KGAxCO{W3uh6FTe|YHv}7$0
z%@jVs1+^!lj^BauqNW>+{+VuPd(JZ+^@U#_HC8d;44p^YLh(2A!W4_8P)79K;ep3E
zG3-bA+LWIdN__yq#z}0aU_CV%)GRR@*kq@a+_GED@LoaMYM;mBd)X_v(`wQUoa=-w
zW&xkn_-AdK>f6@_InkT07uH)$bHwLWchTeM=09c6cGqwD<=<K#LAX71up{?zp){S%
z^k1C4)RS_btOa*ao>}9%`OpJb1@nruMI#f)iST5)XgG6+EPjW>#4-rIYWU|LEP*fA
z90~9>M?_<G1QG$cF4zDZC5B+)|0D8>&biuhOClsT4zns|z(rs`JjXQ|Ij^pC)S{jg
z$~z0R;WaEIq+?*wHkw5^OLZr}K-QBC_U`&Y4`mzLH|h^DamVrM$9u%+>*_7H2Qjne
z_BufqU8mkT{|Rrco(^sI0VG?~AoPWXR2C(>2}0}%g;vMwKT>?SmB`tgX0yiZ!9A<l
z@p+k>gpU(?95^?NYu3cKQqTQcxHRDM!gw(?%H|D%Mp*EEIi@xJ!1Nbb<-(QZ&|wCu
z#!wZOyP1xZ@akkTS!E+P>u)J&ILz+J!iv8{Ja=5<<G@4<q>ahZVE>8huYec()SYh0
z=1&iF7Evsi-^^dY7%_de>iiLhbTNk;3-4GY{Cv$r3dye6S_vdKLwr#N{8J){QgF`?
z6<mSp@%2QUS7djfO4<-iS$Z&sVgq!{7hm+rg4;|;AAus1DV4p=R<{s7;YKNpV0Yod
zYslMCB@hl<_x_V~5a#mJAJ)>fK_EpSC>T&u?_$oNC#T5jq)QV&p0@f($oWL>+l<%>
z5M|5bm<>}fX+P&=5XL~`RUEw!`+VAqjW&m==tCEoe|a_^YHtly>92RCZ7hd1+gU4l
zK2iSx$#3ry2;hHL3JdtMdwh%AaQ|%g$~&$sw_TzwmtA5It06`vM6xvB01N{2JGmog
z?#P*mn-Ry|Ht6t!<nDM=OPG*P;p!@E;>d3Lw2WUPkYm35@?OU7?r6fkb(~kuIFRoM
z6uSP_zY>)oeUey}P?wz3PSsG6N8~n@och&Z{AVP?NP0M<`!rC^;Y|?_xPA2tIKa!i
z9ji%%wKu08Wo+k(PnM}?`zw=a6x1cA9K?u#ZD#7(-4w%Zu13FPov=kS@I~W5y|{#>
zRW1nZKx_|zYr-49L%BD*ZOo4JftY{c9H2<Yuz3VZHItOpPO1AS13QKYiQSQ*a~1Bw
zhkHuU$OrQgtE}FUr~^f@$P0&aV&q>CgnP5}LT!9C8Vhc|6dLyPq=3fNuOT7*>)>Bw
zy_fJx%5Q=Qa20)XL9Se)QF*>XEv{7h2*@+HRDqf{x0zFNR~&@mYrPVQBkLOQW%KZ5
zy+N)W?HsK$mRiDo&5s|R)a+lGmb!WJMhhE`3)I)efu$;gd{6QTLc{hj+@@2=MyaU~
z_oFR7ZVv;R4Q2S>Y>8op!cy1mA0doiLCi;-a=ekEnEt(aIah{a1fzcy$^tLm>WA?L
zp#|xf;S0_jE@;l-(#T;N`VZ8e6~Wc`+pJUht<yThXHEK6dFnBru>U*%-;OV^*8k4G
znh$i;rwX95z(kkL?u2{ZR)UeG%-`}hY_)HhfAo!Hhtvx5$F2?Uun&Z`!zP8~ZSwsL
zPQmj0Nf=MDPG*L~OE;Y#97b{f{mtbLd_G2p<0iM$DlW@~?wL1XD1UfWB0?icXSgw@
z`5AYL1MZugRmZBA>%P)z7@Wg17FvV9{hpH!sHzHA4r~%G-}RQI2_8ls9`k67+wy&a
zQ%`*!@`>&5vL;cNn5qpSOUly9iHERif`1u^X?9Vh$D<boYoO0(^F~n7>JNRq?D~@&
zvMTKwyfpnsq_8;w02$iU#ip$Xcf0f!^yKWa*WAud!L*@K1w7@W5W>63t70tfF$T3L
zZ%6X<Hk3QzmyPVwaKEX+V>jU`&d7Q#e7Piixv_!jloGY*=-=e%*XD#jS4n%5xl(@0
zwXfB~l3)^#mq1D=yl3ti0bdqr1gPWc-5q-nTsKK@uzxBZ#lnBY-&kI$&WKeQa~B?x
z9FA%FGXTl3FjKvJ+;Tf#iR?|RaXms#t8N7v6c=U@tT?)a^tSQ6!aeX!WThPv@j5rQ
z@h2LDIKcCl9>SHx{sC6>>c^7N<7Q*Tz>uD!U8mpbUig@0h{N~%H5K;NUc2N%AF=TN
zFl=KJ?g^8Kk|05ljB^9(09y#v0|lc>LfYq^V5~60gllr|aepi^DRVbR2CvHJD*!x9
z*R#CjohCXexrU3E!o(>DXrmq%M|NQg1E}rh8d>kgx7_4ime-FhcA!Wwiv2rK9G6<A
zDAWnfhhiI(g30VisxTdeyrK&5SjxKHo_&YO4{+cMBKW#SMkrzCQL0&a&V`?yuAp#X
zRGJO{Ag;)WEGnf=Q?El@zsAqk^G=@r%0vI0onia_eL{qk9EqC!@1}P7besxdJTEgr
zWs<j2ge5Iu4{P|!MRMQZ43`@2``<??^UIUpY;REs=fUUN$z0L;9t`c6&i(I=46{=n
zewR7HiSog`*@?~9b0HxzKM^`mJhhlNyqDP?vl@k`%M6on_5BpF217Mo2C*$0jNU02
zvLc4^dbS{H>SPlOA{y+?%xu&-GP(aP<~%gvud!xg>3Fbt(4f?^L%0jVtaa!NlFybR
z$TEfGEL`}2s@@Fcf4|mm`yYhqe|I!_x&Df<4Gn*mu1cx=zj8j1s3fZH%^mGpC*2_F
zCYs}l2RER|xs&q9=GIlCue`*%3+>_PyO@KYZ{o@heD^k-Ro^evjPFO%tT|m`_Q;no
zhn1dURA!{+1$2%##*-SwOCA>|POG9}v1$9`yarel^J^ci&4iAs+WPcEX7bQ_$%oL<
zotYxlfCbGJlw3H5DbSXRcw9c}L03{M98-Rfb(RJEqL-gJ<9oHvU;$4X((}X5NI{ws
z^Kr%a&i3o%1+k})8GZ!fN4m>wp!-k+mc1Mrr=}m70>S@$2$cv65BVs}kQ0jYtxpjy
z!kyD(uBv&$C9;tLWxjkR%P)rMqIvR`@^#j?Bw6`Xe~BNGHn!_+TL>@}&MH8q(csSO
zVMWl61CbE0a<^TTXnjBfT15<-MK<w(F|bsFf~7nmGD<)twNlX*xJv3V@vea#AlwPx
zq0mf3Iu8cTG1gABSQYGc9V}34#o8b+I&5UMm&;wv$5m?0RmgOUc((@|8D`<^IpruB
z4+5(*4oBLeOKNNPt?NWF?nI0fwDo*#6K6yr&&Qh=zf&Vt4*wx$R^b`UBk;{{c_Kp`
z1!!gClQ7D2Gf2xVb-qgP>+w1o!Yms`S7$<3%nhT%m{W7tAmPjLRvT_9HBO&9Nt{}k
zJf-gnR%eNkWKhRiJDf4+I1r<-_dU!SJQ4A~o#nHnpFG~TN`7dQ3xkiP!8<u*mNgy|
zy{pr4km<etaTtq!BxpA7SuPdx=Zm5#w95;tqRrR~u@VJZ^Q^9*MurJSVr!v*`;o-y
z1qyN|QsnE>ur1u-MM7k~<1FVMuEU@y4aXrvQ8Z+TMTSV3|5K9ZQlO*aWdOo+grYRd
zAk#adNwe?hiMzE**?JYm13qk6!+cZo`7v`iEJJ{;5zDR2g5NzSfx``z72cW^WQ2hP
zlr<A!iUp2TS01Z@b>gF1vupY|arglV(=-0ejy2?sJ8*6o*PM!P6;4(MzWsnlM(6tR
zh3RUvs4Q?N!btD;V;INxm9%>I91nr82O?7}M-R=(+Y9pjg9XlgB?Vi<AfnwEQ;tzV
zq(WlH9J6W3ZhOM1ZLu3SEx1ac=Vk27@)}C<1YrE9bhpAky4)akj!TE}kD|_Y0Y=z*
zn9<w8gU0-ubwlwnQF{3cq643Bhn6F7QLP61YI~O-zLM^;5tX7oJX%6Fu==y9gJ9Gs
zQ`h5*0wMMTWq$&CBflH9Zd55fhN|y#;F8Zl5NUM&wddH*YFT*3QdbJJyA}ihe3?>0
z*25U6{nJ)wrQ4?p78VVA<K*bgf%7(<Xw&BIjH}NZq=<R($&SB3JBXnt$9M&@(hlqT
z%D*+|R27Wc{yZ9wi_g$ckin#J%D~Ja3xG6?d>FqMT--M5Dtr^JROJ5<<Cl#Br2W5S
zoP%%K<O{VM-7n1U<k4(a-tbj2&E{TVS_KVm(c->wNYC~hbuvZFV>(OKs%X2t9-JW*
zpPH8IR%Ap@2l$FSqZ46QlA!%XRYdG;#UYyEhYOvA78jrvHg^=d6oh-Dt$7|G8^P&Z
zSCh>uu5&@egChySTTizIf?T2lnQj3U`mf!>B0M#P8}y2FaE5s92f(ZUfYX4ltTJ5I
zA<0FN)|q-%M;SV9bEp``oiNF%D#ePKl4nz~v{2is<ZGWVu;qb%Zeo0Uj}&&mC#tx7
z-7TMYf9H#im<@>pFcJ)_$Z<lp;xLx94o~A#(T%z0=+>0v#=w47xM0`6(ppk&DC)TH
z;a|{+74V5I+(d^q2)y4(iJh`}wbv3Quy4W*hAx>CJ3X19cFtw4<lkh`!^K8F*!{;A
zLj9y!G~|4*4Se`o{-geYsx~LoXo+VzFlVrs@zj^4$W~g`YDy1ge4ADiWu^{L`DDj^
zzFTqwq_^oaugHAjm>*)BZzi=CnN1w9EOY75^ps8=>v_0O+-N0#ZC3)b=j6{@X&0hb
z1s8p#UUwOSsHXI>qA`SP)L|ViG#`e(hnk=hHSk4qB&MJ>OkjJreNd;$sMha8<T)dO
zD7uI}4A(-|^c`hx=$n)pYc2rSiCnz|@9BU*PaF}U*ZBi=xk12*xaTl{k2+@v3sq(7
zbeRF#U2lvej*t6@TZMU6BsZ4?r}}Apl5?_uRR$yJw3qoDF+w8yb5PtRHv-c5pTuCX
z`A?wqs5{ybcV7vN!TFTUp8v(xFV6=g>VMftXk>i{z9n2cM&IFWbfUNP!)F{}_C+_5
zpn|S!>w-D(QIJldv!~B2KLY3mPw+yz5Gx<ESQ!ps7lr@)eyUcc@x_(gT>(K4DCrFO
zzGRyCSiHU|SiQ50IX+EBB^|kAO{TTkSP+39x#wE8=niIyMK~VgR7i-`ZC1Dq7z;9m
zv6J$^+O*r1c;e%c|1H(DNzFndN)8klKry6Af~XT<G6Ga09*3cDlR`gnq1`l8nwETi
z1kbI$EHbA0YCs&Z$&sRMP;Pz!&DI~_5q$sY40B;CrmP(555ukUBY);DqS$Fe?1Ua6
zU4A;(ybryS4{46{8Lmq89K+T*ONu0hC-GkI-VAF%5%Db^y#+Ea{oO{Zndf7PSN|WS
zyF{`!*qt@FX4e_ribG{IU-{I9tW;CzB*H4b@ONlQS(r0NPN?=%_npqlPF|tJ0ZS&U
z29f7`sAJ~n3vv6rtX+Y*9;KtO1|J>t8T+zGef^E564EqCg}gwRZG}ql&;xI1q-bA4
z@qu%Xu*EU(#X~aqqPQ_NX4=IDdYn6tup|or1sWE_PJV@UYp}@PEGFi)4Yk(Ar$3R_
zO7X*@kdW_<tdR#YsMLn+)LMpDDE1+%d>DD!S{4@@$LP{I?X3x3Yi{e8vaaLrJheG>
zOykSe^6Qt=zaBV8_&(vp<B(oWNab<D8RT|F@MVh<Ao4)AJx;1jC0MwTIr?D&MOhJS
zg?)<_*E1Qf6<F4AEke$mh;Oq~mN1&KIIzz0_X9p8ni7@W-fmA6q>HJ_l!y@KUuzY4
z52Za4if#_~ba%F%t9R+0B(ssp$-os}>K>wxP^=Win~*H=`K*mU;9X~=wGfklU}JCy
z;ee*+bHwjWv_C=@esrmRdu)4cLK-&d&6qI>j@b#p861aDK@dg_G%!`QF)}HHZnqxo
zP}baq^3pdtq!41oy&UO`DiZ3jEU5S}{-f&=9T%E=|7QB*<C^#RpjfJXP_$Xf*JuEs
z9@wlqB)MpJ1<$zwQG#zdXTVHLKgqF;!FDbQ0?cHcuwEHPs5UPO%!FoR_+BRunc-@r
zea&H(Rj1SJdvsYo+=5^1#s65np(=#sweGqxNfb$G)GoOYxK-Vvfy{e?-$#}Y6x+F?
z_NlhFNvG}+!c_6gS%kTa7cUId9Az21lH%}Ak=3P1qzH`FeQ#xd<<Qwl0`u`VK&+ov
zR;WvG(q8%T*sL(&d>s(h&EOm~$50lnGnrYci5?Bfx~kVkJcl0iF;#-uz}fzr4vKR^
zBdmfmqX9pM<rF^@S{Md!%TQX!dQE1%mct55DU6braJ}X3Bc<Lp9<qo?ctJ`_24{2)
zbLFK~a11iJ;Im1gZOukejpfR}ql%Vdb**cy$4X!Ncs^J%qEx&skMsmCAp%y8Y?2`=
z>Jzt4bUv{7Gm~fIr7B=ww9_J!Xfo_bvau**gicE+Dj>w)Z?t2hiz-&kU*{nNEGcjC
z0hZm*4Pr5eyF}UZrJ+EgdZm5Cmn?(07q)on$G>3n9~AwP)Ii_=2Svtm{cCak+pHG7
zcE(WWYM|RyUb$^vuJ8jhahk)p0W#3Jgyfipmxeoo!!Ow3M0H!+X>D|h!RizW4>6)$
z?i*E%_TM`nDf)cfhKr0tbUJ+m1ZWezyY%jyB&9}#M|0Cs!azDgG`h)HIoRhw<P9<2
zMK5R1V8AWjtEpn@)?b}}g#o`E5AlSQ|CCia^B;p{TgDIs63@Okl0)wJ2<(b(V-0y0
zcWv!Wq*TAk0E%w8Z%m^?7H?R1bZu=l+O7|j!@IVGLT83<Oeh%PrUpX~_#U06<fVnU
zX2Cq~`=j6TSZ@`!CbrEywPi#c$OJes>B&AGu3e%SqWtMx4t8Xtcm&nJpKJ1OWLsq$
zl4JItGep|90t44#c`C*S0+nhr<BMI-HtXSKrT}$;@qy-ReHn4Di@7`<akgL1nhJY)
zm?!<At#&X_`{3K3I>6WOhmE(BRpfMz4JWO9M=Sl{B2?fk{Zo_)x6Izzfr+N%%F=H}
zyzfJ}uwx|b<F6_t21n1b3cNqcKKmh)m{jFnCh}|O8(?|5nvx%UsQTm659mwW*8avD
z%JwadBh#2GLlOc@!35SbHHu+6<EDT7+~Rpa<E%W<Kd4+A#Mnq2qUVX77b}2tdhS(j
zzHeQ;H&iPHHF-~X00bA~r3#xIUy1y*w};z3oe48)a*i*GDM@<?t8)$zeaYPQx<u@i
zSnZg}y*Vd$)swGHrc@!rnt@<S2}Kye^Zo^jY|K`U4TgxY$Wp9`y@jizKO3$0T{FiG
zBzrWyDq8Pa{Z~5l(DkTOO(?>_X#83n8N6E~R6*B8v}{b5sQn^~W!+Z&Pq|ctmp}LH
zyL#JiGgyJhxvsQ`d1QSL-|7%w1uDDSg!kf_0%Z%Xn4MNYMRXV&t5uNG%Gp`2XR=T7
z{QO(n0YSM-EshCi0D3u~FjTUU93Z+)0I!+qU1#`*Bi^(DLC_+#EOk1VaUQ@*Ep`K#
z4f9~vQva5BZ5sO`*&h)RW0P28CaEUmEGk7Sp{wxhG0L9`L+c0cjD(|a)AI9_LaA4K
z7zpt+!+qHf?D{jzql4RGGf6HL)x<cZAxlN8l@$3ISJ)q6j4{L+7p()gQ?qhP))N~}
zC4*?)r7$~vw<<T{bjwpOk)TS9w_|T#6^`W2-zjpF$?+;|iw{TximSg>dWXO1iX|!-
z+=#ri!t}jUZ&F<R;Ozsk5$$hp21|wq5qASrOIk!%7s#_)>Of11*DQr_y-|=Oyk)B*
zid0nuPMN=##gHEUanNf_tRp|lgh>q$s(its8cfqFFJ+xpOa5%jOgh|}n-CG1zRBv}
z*50WpX#_Lg8q*N-^TKJ358uFXe?D1bMh~))4N0*L1)-}7e<wf&xFNW?L}Im#&&RJ8
zt0)P(2hF+>lWU?sRGmcRn%H!g%|Mj>h4&({`O#F!CDz9zw49|!9Tv}hA~;t`i+1&D
z*<8{@Y*H@trBPXF?KPj+Y95?<NVn**s3lj1G^BGl5l>VRgq;DDybM59u|W)i`DpB8
z>PWT>7so@~VzEwKjXc<Fp^`vZaa)ILLb+jX%t_!`C<DDq&lc`d<7Eq&E)#j1bHy;t
zd$%QT`Rq7*FUW|%sPz1mokW)1d1)(z4&g5%Zc_)VS-YGuJ;f}4^I;ezNITBr`*(T5
zN<{(e#<XE8sNsPZpTXE^Q^%h_i<j^DSk?!L+83asA(g^9*Kt<Pb+YqMPV^KcBRyl}
z@R!wW4t%A(Y|GSa5h-$u$}90U$2SC3I@&begQ3M0E{>Ga<&NcD;~Y%ZthL9bwk4)P
zl=Ws|yHg^OG_@rx3J<wzg8@WTN9V^C02gN!3>Xd_hDc)}urshisiO%@l-L4wEly3v
zP4B0EyedU-tk6LE@=rt7SM7CCwfn4|ovRN{E~ZuGs~6~S7c~YHbe8Xu)Z_y(DVxR$
z^+LEw=Jf)1XA)ywP#)E6Xq~d5M=z<XE!J|s`Tp2AuFKeUVg@SY1HZT)Ou>tqZvKb-
zzdTmJ{}I~OP4F#>f31ATdL3P+*L05^1f>);Y*us?e3^pKX=fE73r+1j3I!%@wYq=p
zy9#1)8uc3d;e`VU>qWv~OZ$=9&~J{MD9^d~Edm4!j=abB7y)w8D-gze1&N>RxiRLT
za?ecsh_I4ZY(?tGQStl>x59}FUq#EuP@andr&;AXWoW*`LSq;8(W{I~I(ij1;!hn<
zLp*88&X5<EB7*shS)T673J1<<e}xLbC(@ziZ?&wgp}yHR+=C^Eg+GLFQC*U#jn*6c
ze6pWtFtYX3#?BHPXAX`#2V7q<_NI6OH?i7jJR;p!BXaQEmn`KBOwO_+*#;zlr=1D+
zflH#tl2`6nUX5C5Q{4L2t`7n^1~*pXYfENK@M4e1#f3MVa6`Cp7yaX4#{bE$3gOGD
zLKj~hU_zqVQol4e{CUr>GcB`+M^|J_hdRw<aN`~O6^8k+UN>S4vx>%@ar-fa3H~gn
zKTarjJlzeKw<uo`i7x8t=k8^gsHZnZy29JfY}(EC=PiqFvuY(0-8B4QTU(8P(+~UW
zFD<7-;Nbe8ue;z7rOxwPmHc;f|3}ST`@f_;aE=(ZND6#HVk7?hx72ff5_){9JTbNJ
z!@-Dnl$cR0p$VNaPC8{Y#87ghJ=G`dj#p;fVNR;~X}d$&=8UY9!<Q+-mr2_SbY3fV
zRv83`F`;)*ZC2`kE?YzMW=aZn4DSrqzaiJozZsLT)>)xDFzR^!v38IIYgNt7FGt0@
z7+I&sH?QKIlgHs@Y7DvNj0-t47z5<qre9afnmfxwv{JQ0zhI($7D0uKL30bjNI+=f
zCAYe6WOakXGNxKKt9~PFBA73NdD;JOVZVf6K(zlY3^#010DO^OG1L-m-wJ|~HMr^@
z79eZ-F5cHXwg#(B^zHr12UIc*HBrMg`)xf=1uY9aE5$;`Q#7(B65`*eYvIt2Ns(do
z{oE&Pq2N<`2(L*l9*}}0WPkw?CRIY*xd{WX-|fSSYjOpjc1C=&M-RkaDt1O5ngjDj
z0*D9SQAM##baWhr`QDRD1pM?Hp;8(OxZI6JSrmiln`yjB@a7sHgvHxG$XAh&_HcG_
zCB8OV(s3yL0o8>=*&C=&HT^xCxF${bGG!!1!G*m6r$rIy)hvM**TM^^WLi--Wwh`W
z@NgT0lwTHYPQ$R|G@QWMN(fso7()E8ud5&=%Z`ZV=Fxw<@_(G=|90h<vy8#LANl`D
z%OK~#zd<n5pA^?pAJ?BAp(A78X1c7+qb}3gDl!LT$xn6v!l%z53{=~d)r>@lnE8F!
zynIEfhLO9L8L9~u+|t|RHW&nj40tRr9FO7#l%lw#*099>;y9r>Y3X5e;Z2GE*&9~m
zQ$vG>!0*5BjE^QiAKenNX#$TMMH6JNC^2(K@AE{3)B93M;&K~);lHeRR*g1!69oC4
z9>zrKOb8QMRaM9<7eR{a!}r5GOIZu3kH_wdpoma)`0<U&TMOi8(wxb0r0!^NvE6W+
zgbg+8w4I^l<!&$fP~gxQ;UESRI;%d=m8|sr#Q)>inBFKlJR_f~5d<OlNQKj+fJH07
zfS4#(5K>D;=tdlLk6*MFAOE{qzjs<vNH>+j6`n*yARM!9fV#DiZ)LRi8KTDI%;^{p
z(2S%%|MwNpfd>6a54AEMOrflJ9HKW26I4WY!M`Ndw=Zpk)5A@6d8sM!xUo8#P0;M*
znYM*Ni|^x{VtbuG4_P8h>Vd56C!yE4bb7K+AM<)f-&jaqNx2_RfkA3MY@zXOoc{T6
zR3#!sM0FGJZSRZdmm4*!vdm)Nug)_A9JLE*!KCa9DYc<ydwZe@@qvZ2;v++K$jN32
zK_3IqU(M(oi?-{Jz4XA3s#GgomTM#HOYjw;LFcwxJ{2j}s(&I~Ih<y7OX*<=-Ji?!
z3Fj&ta;~33g3FbipLxf(<+d!7e5!(R@QB<lDOJxo1E3jAdDk(S3z}rmLSR?(hb&SR
zk{5}2hp`9^R&1a4LpLnLC-l8&6V^`WXL85EwLTI(iuPC3sYq~@oQV8pAN!gNl>W^0
z8j^Qr9%gBlgmydc&oZ+xci2q<a%oW3UBg#R!!uHxX+41e)jlWgMz6KKwP^gP6b>qX
zM*j$_Xy|0=U=&*@%;58_l>^{1U4j-vec<FQ*V5ZXEX5Qf?aEdN$)x#uQD_1N`}`AC
z1hSy62ct8-Wj?^)1NFFwu2el7^TB09)|#~(Qs;<LL0@>I>VfP7t4za1k31X+uIc|a
z$?L3Hqo$lZ<k1SVqEzzj4?7I)Myd2`m6I@07_HBv<bWa0xL&^MlW}7uLH;A*DOki4
zCSptiJkCgN&clE?Qq@x=voNy$249g9wtl(gcy9NlIzucSm!2EUj7P72wz9)0E(Pr3
zA68q2Pn|DkPpI?^5I6~T@}$|PzED2OEVPHL1cDc?mU@c}4L8LCuvQ7}ukEJOp;+n!
zU`h;=YC__hM)-tzlaI>*I_!`U3q?2%X=I}Q%D1i1IYGS1?R1*J4vd0jZWI_DTfr%y
zg=7VsL^pGg<b23&e76+GLPdp_gv9YlpV@=TniOD-XB35u3>0WBZgH>py2f0|W7mM_
zcSqMA&iDR7neWi)axfb_D3AdDJcF&}UN}qAL8SM6yt_gQ)ldbFt$u9ajbtJh{{2Ns
zkiDr({J}vAO*IcFQ9vEYrK2~;sa^cz=S%(i;L;&K`gcq)g+>JYASz}$8u(&wLU+BY
zEV*B=G9U08$(0CCt%Pi<dr6Q#c$QqZd^p;Jd6PjyhN^}eT+26uuM!mFpH4-bV3c}v
zYH^yK@>d%v=n<_qdXb58j&*OPmn#k;h!#k_wcu10r}Ucs!aC4mfZFVc6pbdQm05YB
zzuSNK_e;Hp-~A8i1`6L^oy+-nGkaqqnZm2yyR9aNBPuayj5<H4RD%M59HJl$5py6M
z|J7nb;h_)qC!`2rM+n8=QP-u{kq!%oTIBF)JXgI^p;MW^>Gh7C_Iq6{80%BOM?5;0
z#knEWGKH^h!rQpqd0y3Mq)aJweA8U0l^GX0+Lk4X#?GOwRJ5K6##S)UR-~Xqb;Phn
zbL)NI>{Z`rfY`T!sUX9HoChPiIW8D!77;N2iT3aTc}<e+nAS+9Eno$K|6B8oK<fLw
zR~$!dPDyWWgv4OuRq**kvCPK0vBH^e-Ts2eL#@=`y5*bQAM-l#Y;dg^VR{;ftT&Du
z97=;loh22~KD$pp9nkX_|CFvms7Am2tm8PUbH=5PAE`dd-7Gx)nRw0B)WyFU?FDRE
z!A%+UxPp)pvY8<%Z+F4tSN`;dJ)6whpOaM(5L7vCiWL$C8#cvg+k2Sfp4YZLQ&8Jm
zs~B{FjIr$z_>x&96ahLf(U+{Gk$i{gVb&=0M9I*$%s62wfIlBkr!HYe(1ptzREK)v
zR<EYD;g2L5yC(i=hpV-J=;Z=Yek3d)-iN*}d?o;AqeA+@<948E!^r5!TqIE;?p0>s
zBr5gJT6O=!x||VbO8{}=*>$H>hPo>PgZ<;U#uL%u9i#Z7!G>RgELCcruS_EZ<Pt_D
zcSkluPQB=55V3Wn-X9in(SXICH0_+1NabF=s-%LLS&}}z&<L6_7bBu+IDjkOe;X3t
z`6)kUy#kaa8w-V9Ln2A1B=E|r)sGmSv|oB&3F@PFrje|`>$$&dfBTvjwosK_`&CWk
zr&(2S463e_m)CCj_baNjSpSQaTHcTwtnaH3?C;|2?jM=VDl|YS#mR~{{*p_e>rF*e
zz$m*Es2_3l=dQ?v@b>1_4Piaxf2*G*FiwVeyn@wKG2U@uRx{**P$@iwcY6y9?L3e#
z;b#bRx))&ydc5P<6mxMN@6GLZ_g7wh+IsVnpaQH~*IcZj<Q55LIj~&fW0-IrGR|^F
zK9F_R;-Fu6JBYkzS`L&%xA4}?4S3lT2Z!X*H@$a3>hQ?|=Rmt#_zpIk2D&dLE?gm&
z2)72~v%Zq--+1bL76GjHP;7VbRfO>p*3KkL$uR(sbOWHIvbU1tnBbh^4mN6p(abO8
z>#qbkSIO($t9{RB4VQsjEfbxiJ~r#DKfvshK0=KIw!7F{3JSa-pXP*|{Euw_Ge7bL
z1c?O%Y|6&NJYkfCZ>AnK+PiGza#h(QKY+S3K9&d!a^^Dl%XD2yoB&bo-nsA}q<y&E
zPCK-vCf;;sSoyE$++TNl$VQDCIsNRpa)Z%?`iEDi&Vs#~W^XQe^Ik@`t#&v{KT4qt
zrx#7M9%7&^kd+uvkh$oo2nMGYB(_pINK7O^m~T?0y!4xHGl!Rbo>5hQaUP7@x)(^W
z6})v`%qx|cX+SLyx8tgozn<Y;Ws$i>?yBskx9jO8xV5?ZWh{Q^gu8~IuL)+*G2JgO
z=-9$j(PLZXw}CAE^+X(wS{2oKp-T3D%#Sp?LghUC06*}drF_b^7&t|uo8iq7jf5NP
zVGPabwU|?~?nBhX_J9oS?7i5f>N*`eQs3~tR73e6!Q{ophY*vz4nGB2%R2emWg-cX
zymeb0?ln4&TrWgKLOR6T&GPak+QVK`Bp9F7Z!y`gGYH1jGgc~Zk}RR!6(C75+J(yy
z%R8U=nx~%n>^VD{T6;N=aDTA!XRJM^dg_O!?;}w-<JYLUkFY^<m)X4e<f`3T+Pi5R
zsi-ofPVz;g#+miaws-)LlV`2U6wKdjt#Nj<{Fa|Jm=wl2)k!;{4lXLcS^b1Te?YH0
z>UY@5IOkU-?L5*eMJRs^eL-E<2Mr?g`e+9H+<T7xITQ|A^F7E<?&>~dNPLdcy`^01
zKabO0Y!Uz};w+ft(An?$4*;Moe>V_Qg@M)pJ?;Rx`&68l<qVx3?>-I9?Z=)Hckkk@
zo6V;3(y=`$HsHo}ASjAq4T4nJ{&2*J7ib;wOo%mYCn`%Nh5A#)D^M5q{Ei#OIJDFC
zJ&{v^Me#0g_}1pMBrf4B)v+%7*OO9DCT4Lw&#MBD7mcEBTLA=_(!Vr1r*WwZEH~^`
z1`PCSq{jLtOZ*u?(PacTNW_eCxcepp2-CWR&uLlB&d%-gH>u-OW?x#Ue@dwU`0OYm
z=evsTi?}}x)NFQdNCox;mz92R#6)Bowm5)xk_O-<d9C_^Y9boHhn03uF^tPj{fBv-
zFb6dNtIM2A(ACZy*T&pqV7r;4OqWLUy*{eH#rfpNcu2kL4$~DA>HRCn9T!_N=iA+B
z`q_VR&`1jW$5~lq4l>d)AOd8eLt@LG4xL*oHE`g38Nx^N1bnHIU~KTFE$Bn?{?tud
z^8vFtq*~1a-Pg&oMg0!|>xX8y2E-2@Rt0Jc@?1kNKKjx$;Rgyq-h%hOg_|NL<g32n
zU<>d*pNls;3+&?}M=Zr!titqT`E@t$tYnk_j;i;0re(0ih*z!acm$#=zeI0D5skm7
zZSEJyMHUXi49V!!=o%rdrS62;F#P+5D2{f1S^%d~8m5t?<Iwrt>7&CcG3ALRR7|9=
z^+%MSggg8X8_85%?ML_J>fDkVmTbd-zfsQ1I7=jRc_Nq&ItYVajI(@LjphyDbz8aV
zXyc<wlqi>UnNK?@OJ}WB?ULd8!rvH>17_A!Hs-G9!5rG9aE=wE_h}1#ogcJQpKyhW
z#+oaLfwhveiIJ6WqLupPxLx}r*$5PXhG{0G=r+ym%Vj{&v>64Q>*|B{aj7Gn4nq|b
zkJcfix4aOpPSy_y$RE8cx^^+r`BPGwZjUhFj*-G$!5ecr>ZBXFIg>H>lh4l8QrN*o
zuMN<sa)h(|8gY($JlM<wF@+fJ&GxJ13)Cd0Xh?!X;f!<km1i2Z4a%@Idxfi6lFM2$
z@K48Jc%P+1Z8(3K#hPqre=jrK3z%D^BSLAKh_9`Pm59DG!yY6Ed`!Z@`w|y8Xh1Zn
z=d5E95FFr_4%hV^D*1@5G6R-_;^=Ow4UuWZ87Mu(xOGEAK=gjDdlW-SW3H<e_f#?q
z&0^|{<2dy4P-zFWbrSj?Pj$%c^Tlhr>|U5i&G)nON6eUjDU(#KtN6B4pLS+9^aP$Z
zVZUlGqWF<n!{>7T8h$OXyJ}MgkJSbLWxjKf(+J?tB`=XFqx~OzZO!oB;&w=Ri?5=Z
zqw|?}Yxe|TEFnH(a})9E+e9DmP*i-uVU_uiF<6~u(9qfB*T~jhzl{!sDe=bgAM<N#
z?zx^Poa^$`aB=>*_<;ALM>!m(Yow3<DsM*obp~-K+kv#Vk>Y><rUj=rP^pu|IbvH;
zP>N@|Tr1m6Af3HISN)eh|LFZyJ!w<U>*x9FIIXKHlA~dI&z4gCoF$uG-6B}ovwiC;
z%1xxgoj->+c*m*wjKXa>L>Gxpl6Ecw4BPpB6OHxPaY@0dg4&_OzN7y%DSdq)YLXr0
zX}<K?&W`PTIso^spsd&btO1O#%nEN!s1Ytmv=Yg}6?kdikewLd1@l)TP}di@bq~56
z{7=2FQ%IQ~3o9+dX7Whn3PI|8Lrlpmmr&T<zl7Aot8B4SJ4NXr@UKNhPUzRwGcU=9
zR4-!p`MJn!L|C8Qz;MKoCDR}mE?b`v#9nw{b3TAdo)wYs{&t6u<in{jF6qZ}2m)K)
zwhQxE%&jEKCNdGUb$jf%5m}tY(1H#<YBAKVl*%gj9)j#8@+`D6`1XKlZgg4z&o|n1
zV;(Is4kWl?S9i>7EV_Z<(bmBEinxy!E%;J>epeYuGi_QB8ey@K`PRFHf;-ozTYG7<
zbEC};Xpe@Lwb9fYYJCb@j#e;xn-_OJ*kYfu;O{uTb?p2GP}w>&!H1=%DRM&~eAwdH
zSKz+j;P5n>G;Ca!B?fw1ttZDQ$#}asf+=pwX;}z`5+D<#_f)g?@}<k1gkIYNPabh*
zmujmy+7(A7C|;WL&I~%nAa*#*cM3!A`i%vFiy?Ub^gysXrrC~KA9}^v8?=S^ab9Zz
zRf@R<0wzJc8~i@xM6H*xR(0}g=@Sz+nGDh9MqM)&;o=EbCRiKZhfIP4AwrJ+{%qg`
zFGf#$Ep)9msGxW>X3o_*0#C?+77bE2oQ}w?*9H`joc6e^`6y;9h3xKK+g2wH40wL=
zUtaJw%v~#(a(&K%=7HWZwID+<i7{v<$oo}z_?5-o20%LqsW3Kau+Yn{v)*3_#0_#^
zdRO$EQUHsZ5CWdoqzqrjyQj;VVP+I!S4iYWKiM0Zb5243%-=eWiP)~P>69`^0){3$
zLwo$+2A>F8SF=t5H0G6UW|;pM)E#VHZL!%nW#@JywB@LSFL;iifn1_1llsct)o#Vp
z>Xt2AF+vaU^=niO>RQVIWqpF`OXJI8JP9<xpTDsFmLZA<3rViLUEY<AmqfCQUEeWF
zAv#vB*;|>+35NlHvM-8Tp;+mk34U~Z_cC7kdd9!M0S7r<*7CQinaUrCnKn?_L=FmN
z?a!-@Q?n`dPvDLsxLD>+*aqdkzRxnJo?u8GJuv6wXGnV=$yNrvy5Q|=IC}9k#y&7k
zhpF3}3upD6esH)l73cuPsdjkpde>3etZ$Zfa=0f5H-uIZz+&{pTmYs-^^p0uk?`l#
zojv?;on}Qs99uKKc*a5r-@@9xl<2L<*BMj^A4E30RVjV*3J*y3JTF`ptpUog1_QzV
z(3x5XYrKzXs#A?%T)m=ew`G*p;Sq^Qvp)%*OAI`ZEU+YCN_3>5Htq>g66t9W=^AG_
ze{O##2SL|%k5!KLqM<Id*{qd9-F(4QOj2C+c4hszEj|M)dNB=~{{!*+Fl|WkdG&T*
zVh0O;NFa9|b_w6(>k$S*NEI)pJqt5L4h7;&tl_aTz^JRPiCS&uL&+xw3=`c)EBemx
zIQz2$Ees>5NHJVy(29ZL<{o9xKFcyku4<x&5G(18kkY2vKubdLMDao#^572_#p_SN
z3L`dh9uib^G_>&rgx%nO3a4lchMwO7jFS5~G)QcJ$E_vo<5gtBVEB1;Kf3)jNH&{k
zU(5;ge%(Q#4$fSl)sw1vZl=MU3P0Ge{byxo&W(W={t}!J-e^wVxb^kb0c~<s+2(*U
zz~we+l;>t(tbSKzFWy&jgVg6rzhkmneI~LP86_C?p%lK<Bn2@9Yfknn*PiKAWbvFL
z-}y7z<=|G6VSed+&`VT^I1g`Oc|N|2M@JEYM4BNgZ4w_m0%sS<GLc;OFZwkx`sEt;
z6e@}u4c_3v*N^2*jvfS6v0OK9e^olKhg)Q!nOK&bB;63MjTPsudtUvA-E#9Vvb-8`
zuYqg!qaklX)_?W=uRar$?SC(sA#p8@VH=|U0}e8O{DdW(fF7$KBjAbxFgILTT<1gp
zDH~KFZPK6evC>9>LgNF;&dxt0_2%xzE#B$A?9xr@^=4HhhqBpjDJ!wNd!pZJDGZvF
z*c8_v5z4jrUmem2_kF{$#`2KN(~RToQHeIfr~?@{8DzgGd;WQq8{B~78CNX<Z5i~M
zBQ!ySRSXJ9X<vJ3Fo}<YX_uIN1p`^fmaEbs;<z<{kVT;^xTHv$Ih-JM)0^RqaJxe^
z@QPqh87HiSbRWx)#l%ziD|h#r9>6B`BJ$auu77NCc@Tu6hOg?=Q4~g^hnNM2Cy$43
zl=ENxFd*)TYnyX(c0BDAe6X_o&LGFfB!>y`1pP{XGkTY!A$%x8DnEn+wX3)7Qn|VO
zqy9YH$HWf+en{@ETcv%7^Kw7}8;&q|K-A2?)qi0c_TlM0*cP0|REFl>Bv6)<XzWbG
zT8}dP-ov`7CjV!0izR5yT#PzxFWOJFhjz;uXs_-1R5(J5d@qP?pDIphm)C6oP9?Ir
zKX$XwmZTTD_g5IgySEK^$RxiHf%r8F;q~eTw-Encs`fA&4Zgq}e$mXa9O^2!Z#)rZ
zu(7}va83CbXSAxg2{dr-8+0;%%j@Oefm+zK{i|haZT9tkcTZqPvDq4j17=`8*Qia)
zx%@YSe=SswrxgZKPDZgJ^mr^;sQyMS7IIvfy^Oby!fKw0TtD#iJ+%|s9JId$yCnRs
z@SI_gdBrObEi;x_JPOX+A0}87SqFan{D61u!rR5iV0+o1Jyhh2RjqTbo#u)tKzA<4
zLOEO2@5E=acn=o>GBidyX!1cLc#Jdwo(PO-KBqe(_I6cfY8MR($w0>h>D`AYjkP#_
z`~_Je^5T{r=qjEWpxDYmeBMeF`=ICU8dHF3Jj7hQ$IbE<L1(8o1fEXL)Kbp2%&f1?
zc=RrkHi@!G2!VTyElrRzjc@`uaR5fBa~@z?2L@#=-@xuBHQ-mMTEato-YIL9%VDfm
zL<fQKCR_%LVD|=4G53-o`Imk)g_CIaK$r>B>`(0M%H}ifgPq<7^h(tzE{isH_yHQ2
zq4-cX0h*jN73>>yi_~XfWo!<472}?3q{!?<T(s6ClL3qE0R;=wref-T4g`9R|G;_S
z-jiy)k1|3Be{!@>om<kbSxc0A<`OycBHqrhvw>ymoObxwX}UD!e$t?J4Zm$Ka3SHY
zst6PDPQ@wU4`QPOxDS4i<;r(0F`u2w=xOV}9M@@JPgd)^ebO$+c}>4DO1C`~#QCAx
zzJnO{IZ(_wgcC80)FVoV7T0C#k;MJZ4!#HW;t4{}o*mnh?dla~LrvGITCH-fuUhrm
zq*u64=sU+>gSgdv8vxrO=X6<*SxjXyuOb4=W#MBdlwIs)vIj~4O2|E+zIo&q>Fc%=
zB1m{`ZdSq&1a-5p)gj2q_QjA8ofZ4Nw9uIC*bgG8R~q{0R-5xbqq6xSM928c8xVw_
zAG<8YPfW;Tof2sV0{+RO{OK8a27gK*s}-y6*ji51pnbPZg}&(mM-+=N4HUm1TW-lh
z{r!+pg~|CO89eP!&q@af$n20bZC^roYVu<B`EN(!M2cAwO=_Lp<|iIr8=AaC!g{DX
zA{(-G>BYJPc-EE@)ykHDF4)RVJ4agpckyj|OwppRUm}oZ41fH0P{cii9Nv&92hkZ|
zfH}p)iiCVN#rC3XiJI-^_Ls;*(SJ<uGq=MKE3$Z(sJ9NuZ$+dW|AWn61v2FK|DHva
z|L&E|y;|;ir^SBM;K>fx-l3)+QT@}uI9D$auOOgy1ZyNkOKmjNgy+q+;=q^K>*s#(
zbcNxM-rb#Y(d51Cur<|JQ=R&keqh&v6$#VyYDa9s+r&&Rbnl!Zev7}J0scq}uz8ak
zwZb$<jrqdDa(sD0A8udb`0-2Hb06ML5hF~6^Hqw|`&XYETs;ci*Ixw1Sc5W&ZYval
znCUl5k*%|R%?j~ZO?(_4C(Uh(BLx4(yL5-x4p<;NE2LY>V)BP&lR#`dbi`zN&sMR@
zrJ%wCFbjgD+4w%h&#TRTH-3c)m&mFPOdce#yJH&+hxSTR`eR%Oh5)jRlm!hP+#Y}r
zwDUR#s8`%T&_Crz4Hh(`T1iHyhA!^-#2f5#3o@wD3e`%8*y~-r9CEDfd#O^gFYz7O
z3!KD<Wu%~EbW<>Z77}@km_b_`2X+E&ht5c1pR56%#I|#P^cCa`38_&KhQSMC4z!5*
zN?K?4ukLspolj^g1C!_dsu^QSnVi}!UKW1V%Jm8kjB0}?f{w+K^vAK>Tt#dR_>HK8
z)j+%+%QX5_4T6Ja4`^m!9bST5e8Jzc@+MlT5Vzz<BjSX_ayKY5PIb=RkHWrMIIQrH
z%H!m<V_Au{ms<qTY=fn0ikI=~!E00f_4`VIP=-oe9sxyuDe%hx_~ywO5CuC1!+&X8
zaBFl=?l#GqeTQv|8F6D8tpE5gJ3P_D4#0B5J2QSORVMRKH7K9D&oEj(fjiC?cL7P~
zME2Ic{=IzRk6()gRNqUb-v09<f)C=72vOLI)VH2U`=#)dJf3&FU+XQz4A1<}58?v0
z5FbmW2HN;W6rvN;OB_Yd^e>)u<0O>bV|u2aKQiuOHTp3=dGa@n@0!JyyBMCB0UP^w
z$R^X^U^8=a$jYk6`JD(~5{mhZvl#r0Z=WLP)Y1~D{xT{9VhK(D^u>Zei+}JQ1E9My
z+~{t*YsE}Q3;|OR+&4Y6iTFE+y^kgjRD@J252ozsnss*LaoE$`fe*nEmlK-*MY{Py
zpS%gFh=>>(wsVWbS{cXVr7WpVW=nLvEQ{3DYjaDi?G)d{O_RYbze+%f@a1irKJCGY
zeT5h3H%_oEg|u=8#G9FFrLBZ(rj=m}-y|4>DY=VyIY3Oce>|ZL4+vA(%`GlSXCyfv
z6ZtU<G1fOCS64n+6@hje=j`ZsK?m)~c%@OfGPAzQSdmkKvA@zsuy^)dI{4`N_cFQO
z-!S^dbqJ$wQMsjR$yT>c_Hy^L%iLZg6+B&)kX|sjB9ySe-+W0Rv}dkE3k+Jkx|jS@
zZ8v2}vF~(fxTVk&SjTVSUl;l4{(k_CKytr21bUb^G?$~mF8Z0n>b@cMUeJA4h*xxi
zNaa+#Mtz}l?sOPVN>dtGZUHV0rbePsimVZT=rYmphflDwEU|#Ds8OSEy?a?Fopiyf
zk@vDuZJ5H%@jl#&sxg*x@?*UnIky{mQy&fAE<7xK`xUFq9)i48!Ly~duo@pOu7wVj
zppZLXn3(pLhMn13o47KgQyM3Wj_R*htR>h6cT<n1%1TtDc&4so*~S*gWJ<MOmsf7R
zu}cLr@2@)X^~<KXJUKZ>wLqadXcn$Cl-IBB=sbbQMsUCWz%<&FCC$ml7s)yfDtu{i
z7k`GEzoDeB?@MO*D&%ON?Y-UK)asJaCj~<!ZpX(u$CV+Y4^r?;T@u+Vwx#J}tDX!P
z^3kL|a>~^VE^4g3Uw>^^=}+>8`AahN2mLO}furE2%*!-74F2~Y(0Rd%IoF;fb#c@7
zya)x$)kB6Rk(CGXD^AcDbT)+8o@(0~_+H@JT;}ww*L;iawSP-IyH)b(l_bi%VpHro
zI?@<C%X0|Uo*z+&V{Eu>Gzqt2mm&ViHh^nZiIIdxJq<u%mZ4m=#4D`Aef}|k2rasN
zNB)w?U_@N&yrWqG8z5))S=Rn+QogZ#j|e@6RW?!<^ZOHT(hX(p>R{ktLdZU|mC*yu
zjywiD_Qe<43Kuj5Ku@83){xDO1c*YGXe>Z_){5o8Kz;WmmbOgJ(kP@P)ZO6V*CB%b
z9E21n$3<FmiTR-#UZia;eib3EJnsKbS)kq99;g^(`w;wYDahwKBkJwMr^EM+nDp}*
z5PozwSJ4y6TfP}vG#1AFGv>zaLnt<tB>c1Mhkl0OO|dZSkOjI(z}OyXzxT%<ddQ)J
zX_+oqPf7{$u)@BUgp(0%XXBDQ-}-|k4kj_X%HtjyFlna7;0>@MZI!Uv_tZw@fq%)u
z_Q6s#khOrLr9y9Uv7&FT;~rr!g8>Q$4=@CR0q<9zMbG$>K)U_GOvA=Lh0U-s>_HN(
z9jRXI!|KpD`)}wztN2y>gNhXCDFtmRNngGFD?UDk01M|mLBW6nsl)xIP5(WmVMQ5k
zifO{v3`03ZxwxYk5g!##i*{>HjNQ7C(bXz<6ewqCDS%Q&e33#$4(s`<`4=cIB8Hz9
zU{M$#*6Kcq$p?=Oc44`vJn@v#HCA|YNy4e@E|i(olLZHW$0^<{TIJiv`^=V}aB;#o
z%eCiUFrCGEKrSqk=>Ta-$MU2*!J!CQc$CZThqeq5f=vF4RdnIo30M9CHFVWT_NEqM
zheW?tWaOuS*nPGp1y4?hu0ccx1=cea`p{T-xAb?c^qS{eDaC>-(l0JyfMq>Q;Gl06
zH;n42g_)R}$+J8AiIo@qaV^t!*<NR0Gc@_ajO@ahWJ`4t^sega1o<p#peVbOV}a&$
zHR@Hc*9S$Yr2M4*zkK0o7<4^mdGIWF>|Dyyi$SJo?h%!w#cEP2REv{+v))K(rbbcE
zy9_HvY3YW3c+`p8NoPM4P||6b%ampPGR>)O6y(CR4G*YZI6SjjcLkT#ivm()LxAU;
zrcqi)PqHi(7`}bB%%sP}HPAP%<$D&!P|gsUK~{U!cstM~YEv+b@P7XvtkHj|GSvT5
z42?#*60^>-Y-B;lc%~p5HiRNN7y<xT7HwaK!LB+6lbnRq7^NjO;m(3L`^-XH*S^&&
zx8@_<T9>g{rYu)ae>hF2rI*KyV}rabe}A#KMRmH&b!&EMCCC-X?t;;@`l1}YSvGiM
zf+r0qq`NZqbi$_%6^wFsd}8({P=+W!*4<#2(A&-7$zGnvQlU-`mz0e)l`R9ZK;9cw
zT?A*Bk001?f1a~9s%PzNAd<N7#BOX1)eP)(dER`n8%k?6^LMp-cgLf~dUj8q&<wPC
zVC*$|OIiiP^cHkiZv7BBwXyF-@pzW=Drmqt$28|wJU<Ql<`pbPyey`v-RZ}X-5%mA
zh*0tJqF>1j9?T+PM{1A&Ti_$iZSXh{sJPWNBEBU+3C8k&xs?SW=Y*@bn857nq8aY1
z%Kwl63IGHE019^l1^<)J!*6Hdvyu32@L65p6p<|0H{$Mx-j3w5mKqi>|0v(2fV(bs
z6Vqw*0`5#UwJk-z1m*uXR1gi}t0>U11F5X{;>%)j5^!V;Y*CFo@{4qV=ZqZnI-o-j
z+<3vLPHh>qx4G!xYFIOBq_<swX_wM(tKPx#yUi+viC3;MpVJ|QdyCv+HP+8nU9bYe
z5x$HD6^bJiFWJ#1fz*m7E(jr@dG;Me+RjCfb~(sToFXfI*<<u{!6wwAHdyfcOIUf|
zXg=bbVXs8;(}mV&2*xfA#9$*Zy4OJNhE+Pqyroc}@B<&iBvVPxOD>rb@FN~1xQQX<
zdfsN@)x~rK-YlDWkGo)9W$KJPefCZ2c5X;@yI++cWz!dAn`T=&*jDs*$qL2+HRkn<
zo40r;u+!V2!wck?xq$QYGg9Fo9DGPfML0S2pA0+$TrnYQ*Zjc4aePF{7!<)25YFoT
zI`dPSegQ2h2zROajlO+e@?%J0*_BIECoM5c<jj#e2o!>BW&UB?Sb+CucVqE|=1*Iw
zEmOO<GS?Nz-OM2(%{58DfdFCoXoLy{I_(wUjsB*s%iHQ1&>`${QOZ8yr{gjem_{bo
zIL$UC`?Q5{P|yD`LL;TW{V)FIN;>)JKFqkn$}<Y;sj}V;bRQL-y+8HI`Dk6s!Vic3
zWvDw+X+&{o0fAi{jBj01fvd$j1fg|#Uk)6O)JXS|I$B8A5XUn}Ch|g}JBSRHOr2Vi
zd&CIsBu|ihm;8?}k88)U#Z|wxBEb4jmV29N()d}Y{ksuKL+4gJ`UbKM(~?hNAv~eN
zEWtMBL`z+_Tj*eWi3)p$sJ)XUf+?BnN>vY;ZS_xO5Sy6ju8b){7A+Dtj8MY#-7Q(+
zh^EAR{3TL;;4MWdqXUq`(|!5d_Sj%{*PL`TF*yr^S65*={Kd`=f9JpZ?R|}fDP&zN
z33?o_b-PoZo8F!IV0)dR#*2(jLJ&wF8wnMXf(BOTyml>zh;qih^Z7!_8bd!r<PK-2
zA~dK0;(nE^OhY)EcsLf1VN(d1vzWN=MhqYqS-h?YF-T`BZdvcukQ&r-<WT%O0aWqF
z`&x^$`N)XJ_eaiR03;Rq3ryI2U@hDaS@XG5Dq5hI2bMtH8}&Ckg7;h(?ZuX&SN<3S
z!j+aKzpeN$)H_<0A8{y;&l>nm_V~Gq6$+MtSa@1o+8(m%s7hISoCfxUf}mlV9Blt0
zOZ)~$GpnK@)+uf!<7nV25}yPb4Iv9r`pu{*j>**2(kv35{0e+#gOquv)ZVY_j6^4j
zoMN8XKRd-A{PhnX&SfLwlk{6-X+gwlc&yg3Lc(Jnh=zMRcvRs%r`xH!H!ePjSqQi4
z_Rq6657CQca<X>^u;xdMIORxrnHe(N<}0~60t5^g4U3@_|3IqM&V@8#%;A;>)l)VZ
z&^;97Y~WhYP^dFu96+&Eli+;(p}XH`8s0U^w=Yb7$$dNWNWWRHWWC>NPK?{=xHx`>
zP!w~5m8|2Onvo^CuYzOER!YgaSWP}u(ga%GM-oxiq0~I^mDy7iVsiAaLtE9{kF1_D
zhUyJKG1R>4)gR0US+_)65!-{_N>H1juj?jgxz^Prsb|E$%!uPk5LcPN6Jaq_?<cWr
zs>@VRkf2lmh^M^1Pc3oeSbV<-2(wc7f6sBYsyprx4`9B6i;>v$s`>pzxXN{VyR#0C
z!eShu^>+Q08-94M9U+O%jD?pE&&Y*|23onM^4B*L&%ma8ONb(UC%a4$dBG=4zT@R4
z(-=X+GN81K!|Jmj`SmmppIZRb*TT4+Dl3l^P?c`wu<DbJvzD>HF_;?#L5;!e06ye*
zgtnSyv^AvON9|y+clYl#(Aq0(2)6iA&loUjjj`~HN6tLU2ATQ|$;Z;=fCnPGg?R?h
z^(Qlo{sx0h&e17%@*6GuHeg<HdZ!hllnotdI@NPk&{RiDm8C&W#^a`}N`2swkaFuv
z<gn`y`!f~8n0Ps3aL&>~=;1qXnG$fSELFMk)M-e<%YEBGik26gxy4j`I16cmDk~{m
zVp`e$wZ?H9dzN<CkiLZ3%2DfTiXc#;tsNlcuAIY4Nt}l~K6SK6fh40!Lnjpj2<p^9
zHV~LCJNV$>%99iX;-VuG4HSt<I_Cb*UaPB(QzU@k^30Ns)5#W2FE7)ri1)eD;GtOY
z)1dROgovSF|19GTu!gynXkW35^P;F|cb0j@9u)BlF#zwcJ=nkGJ)=?yN{l=4R4A!&
zeE(j>@xjtk+=AP(62)jq?54XD#o<L<8sUr6Tix*DQ`A+;pGe+SZq`YO;PlH@4ZhCM
z-&ul^%*08%eYeUXYEStXgT66l%$?{;!L+HSVffRgCi{SUjT5x6S_V(7PNbYb8*O=w
z9knMRw;eHi&liaL+4*m7wRo=!j2O7?dDO4JS95mUlXhraN~0iVbN#32V=IHVM!;Lg
z%_34|o1~bE;Mb3Ps{lAT4kNYzR~sY<li);AOMoIjng|Lnf6LEjtUe8VbiHOfrV&TO
z>d-iSR}3Fkg8*2svv#SG+bZNv{)K&E{5r{Zevr4siFnxbyx@17tpJHIMiQ2A<<~%S
z|3<~}a9BK=>JOxMN|BgKkx4J+zPy6CD0^(DeZFrv83S$wLJ<s^Dizn>xLb-a8^1lC
zZ|aEmKfo}BaH%jXx6~^Lq=3WHA-k50U%Qs3k}voofm_E4PAXPLA$VO=GX0JwgEtQ5
zlI*vs`H3?<t7%ulxJPY-NXeKY^E^i(tHgk!V0Q=kEmn6zUWzC6mEiBs&;uv)Ec!jD
z;3=!BKxLI$G(13UiecPTZB$tgte9usy`#7HaX+q)cxuW<_U3O80<DQLi~EB$L#h&t
zP!Me79t@|H3O3R9%7A~lro<Q%1o=)2nGX8{q`rQ%ub;^d=i0N#<D`=5MdNjTgbZx=
zHQVs=c0;m6Yr2IXPZiIt;OKHW^_N|->y*ft6}t8IPr(4Vs_!1~OBa&Ve>lBFT$vxc
ztSI3Y^`^~j;<4?er=enGa2|R2UD(h$wINl3c?`0@x>P|-0+D!V1i4)MrAX<<uW@h6
z$lD+_DQoP$<zFyPWpfwlaB2a2iKqxmX?q<NkreyTiqvi&WSm>Ar$YlZ)Fexj`<1ij
zUE1PoP4ymZNp3#Nx^hJX(J8XT9++Yj3bq$l!agp)$w7Asq|d*|`>RV?0325ih9r-P
zP9ob@p99q(ZcvVm{wbQQ0<RT$f~K(wb{N^lMG#`59pt2+3-#?ryV7EmF@wJ}P(L;%
zO^zp&hZf~ebPJ3sibJ(as>O>0;)%adnn|gdpf_xKWov=PsDWkX#HH}Bf^A}Cf4JIn
z2i+1{&`dNY_BZFw84Q%IEgiF-cs8BM7QHwZ23JV#6d}Yq(JsNdd(^0)fRrtJ(Q7|U
z{jz;%((38W_XXV}pM>y?Vq?P)0zVGb!=}U~i`PGPb1cQdh}x>h-&3gmKV;{GFTRw~
z=xs`a43>;nb}-RcY2VSb(B^Pa6QZ_fpB{-q|BwI*00jU51Rnzh|C7(b{yy3kKMEYA
zct0k!lM?s!UW45jyv#>!vM#a2Vc3Hy02g}b{F<gC0rCe2P(&X5aD{HY(+w^+0qiqo
zQa+@|s7P9sZ(8IE7jS5X`A<bk{M!l&&2d3!zn^^spQcrujVA2+8*iM@S|7Ijm>6lV
zC3Dk9^n(zzY2v^~%AreT>%@GvMAXRmXYw`?QzQ*8h)=Ues(c&XT{%`@<YM}lU>8IG
zc-!tVVd`)GXhFwE=2Pmv=~ee=T`d_<=)fVXVN?{6RN)D9`+2*sm9w;Tc6z8yyAN@Q
zYkxt|^Jh}%INbd(cxy0))1Gd76kjkO)NYQEfc=`UnSqn;J>tAc(d|i)_A?+_5Dt-%
z5=6QsEJ4cLM+>eKl*8)1oskt@`~eTkNG>$(I`0lxtNxWEts31o_`{Y$U6w}WDv~cq
z%dV@Ry1V?ap%d{m<J30<b{=J2#7;yhIWR1w^A>!`*v<J0^}|d1g7Z1ViO4F~);nsZ
zrJa!ecKVbKGogn5lnXEh4l*yilMe-pG=zJZgr39dZ->;$1Lvy%!WBs?l@&uHdFK@_
zev1Ppf8f7lXr=n1oR|qqF;v!E>gwTTVadq#FGQ4aOebvnw9G0NTTjwxBfqEs+>IV*
zb+!P0G3{Z-kW2b!^bVn<;Ra#`^f&eYEK7GEx+VX2TFKsS>)KOcOkCbep3bSl3JK87
zVBM<Cv>M&=5N7aS$Tmz~mO_$6b?LF}2e@-76&Nw;&8_4(4tIU~!1fgJ#F>o&<b7ls
zObwG6ZwGL2HH~Rk=q5vL#=M3EP)6pZwzF}g!V!0vXh@yR(p4DB$Kln$wjXZ62$~Sd
zR9r$5rb-$3Pq^cnvO862UR#@yM&1|?vzbnoY#(ppD24_j${bx9dZop4xIC%iU-56c
zM}M{4NF^F{!~X}3CWd;JDQE`q6ay(4<iqM{ht%5#)Y!nv3QFn4EWbjy4O6G6AMPAC
z%NA4rVc9vdlm&O7_gx;--PWRP&Q>Etg<t^<>bGCzW4W@NO2uD?uh@4aVZKUXV_ZZk
zX5?&fo|o&Yn{MNK#rfOe+W?myR>kK(;#jv=gbLxLT5-YoApQg>rAb88465ucFLtt_
zm3Hahxq46T$}5mnk!ox;;QE;P<$U5+SOYp`bLv`&^mL#v?UiD)TL@MioZBudjj6q$
z(n_La#5g9CB;0lBhCKYA!}U@<wdLwT)T~jS<7wvp-_C*?yX3Nw1cO^ws$G*W&WKvS
zIPUTC7as;rk_q+M+ZdjIk2kQg>_wN8heAE`N7arK?NKmQKxo3r8=oxQR?Og2vR(Zs
zah++0N@NIaP2~L2F*F7MC^*V7>VHF{YEP1Q&PcHG!}YcQM&S9v2oMPWkN^q*1^@sD
z%mW4glgHa{Pr~t!!u{Q2uF6NmF*B$&*CvVYC^fG6A%=g+80~DNw$pf)VaFPqxq>(`
zAkhdHtGOwhMQ7gF8WeEm!ZY^H(0_`H)OO=y^<h6pV@P(^UYX4PS|<<oF{<S?l<dIg
z9z#opdk;81=xw&;y?S6|n$<t$cvO1c8Nrrcz54z#d$bTK5x!1O0@-!JzM4~19u9^u
zA&@(HB8t#KCtThO)q|bHQDZR@vOlV(Hidxwy8J{gfYo})z?B45Y#^vzRP?|d;5UB!
zNqs?|MkKhD8ruG!{<hV54IEoz@d|RD7Uf8_;h)Q?ME6hQ9GYXCe&Dn3GTZe$SWoNo
zfV<D~m7QqyBK88iFMk+>s@cwJUM{jwA&C(c)pULv<e~Dj?KwR&6-pokhpNORqWB&o
zmJJaphO~+(JVcTjyCSNhSEcS)e?e^H&pw0s$3FXN%+3E{C9qxAv`?fcevw2KPr0(>
zp6<S`yHY;PZ-mXMGVEA55EakEC`$n}!U9<bmw_%?n(uwRea8bgq|*CYjan1KE7^e;
ze8h!wqB1MD9+v7y^_@v{CmA_T{^QmKs6B3%fk`FFd9ao?DEdaJk**9>B=PiV$6c4%
z;kFo2#rRbytlV^nmN+&t)A$u1=35^;J`plnLgtfn92L>8hf3JQZ;oJ*<{5m)@kqZ!
zc<Y(dRam2p#VSAgs?$5)mVouKY@?6p#t&D~+Dwe850$*X&a*25k6X8S4N0DUvsx0U
zeg^egw-Q;`67QyB==3jF@RGT{2ASCosW-HoHGm1Rrk&}^@O)$ESW!{nz8-!k39~Dm
z`x`uw&u|-wgU$MZ7B)VszdRaXDPkG8%tZK9sKh-`&|tY)MS0lb&s0To!ifa7(s^_g
z)!1#~cQ=O&Q!v`A;cwpY!)zyxM-~~4&3z$T33&qgtOpG+W+;V)tY&^uYsdL^LY`AW
zG%>^Ku_5(WuzgkNt%RmqJeC?%)1hH7pg?X=@-2(U>|;=Kf#Z$8qFmMB5ts(ryfF6M
zX4HG7*MuRr{~6c&xyCw_;tj29k@fY6e3oqKlAqnqr%tyCiDgHJ``%9l42SfhUVy=q
zn|=NQFVMs9Mc+=ONV{R+Wvl(MR$7Ps1h9N~1Y-r<W`mahJmIr>9*b20j@rudkmlZw
zY8cA6#~ewKxvR*0sbG|$D;-y--dqBcZsA_UhvDIJ6uEjot-3u{!rE+XNi(aT;ke5}
z;hd@sALB1*2~<pE{R&L+m82Ht{v<D!BLl#mK_;LkM1bYl(~e)ZQC~c=id8Fr!_Uw$
z1@GGgGG&Tv?$=5I<9SEirmAzd&$tBQz7YKliS2bh1F=anP^mVE*y|dnPN2291jwJj
zM4<kN>KQ!_iNX&vRknT?iv2^JRTRpiCVy^}+>Pk<CX9-Zf#p8}F$1%7*biu7rl^2W
zF%-wtI!v<PS&RF6>VjS)Ar(iu5RozIyr3)Rf9l5!aouV6-0Z%=CI$Z*I_G@w{S}4f
z>vn>6w^MN=NX<-%Siw&)v3S_1c#D;sIE$n&)KnKb$NH*Cd24M&9iRwuQeavQ*|jmd
z50+>6Jr=p?$tkx)Xe;Rspog)6;xFiY*69=`loYb#0x4zo%!5rgvR;Nq98<wwjPBTY
zxGM+z82&?^YPt8oHrW^7Ka#bvwed_FBH{g<=xpNKOiP1+!2#H~DJ}<&;%-WgXY+=a
zJhV&tyOYgTVO0xW(Rs()ZpYhhL+!VK-B|6J(JSn@3mJ%2eHm|Y@<3fO5~LImP*B~U
zJ}F)$<txXm#uD4(%al_iOz}$d?#^>U2k_-ScERDyp4<xE61<o9wOh;o0Er!z5f2xK
zX0auhs=_e-6u%^Rl#ol;q>KHAp0#NKE%R};RZtfP`h>d#bVSQW(kx$iv?@Q4iyA}O
zJWOn9bw^I{E8Q7dwZ9Ta>>boz#^!KEL&jW{URiCP`Y6DB!BV#$KuuV{-2>r@&l4s_
zM|2q8Ps^DgrNOH<tg+9_>>T;Ez9Y706By@iA6kQp5-PFvWZ@yGJlUpY$AI(Se<42c
zaN)VinKo#Jl=&(YG$J4Y2G{3wvb-Gp#XRXk*7lqW8oA|pd)A`hH&xXd=rR<xN0Ud0
z>tI|*!X=`}qsPeXOTk89W5i#wS~y;uMs4da<6Ux7O<H8|P>c1_(@Y|gRGomAw!_p$
z5aUG+3FqBku<Jt|Z*G8u?O}~DCAu(OyZ#48V@~GnQdG}T4t5<Z+jdp8NZkix+;XRy
z4^bSp13u*RkKcNdqsC$Hx-@#At*@Z-^B)##!OJ9|$-g8v*k-mKU+Nl&vo9xOxZQYs
z+$to1%g{oGdJQTwdnMmsEt@e|As_<=NJiedcAw|#49AbYB}-$)Q^@!d5yPxqwO?k!
zcT*SCy<UcV^5?MULT8o@6mU}zXQRSG_KdOTnc?3e)?w7-!U9xzE+oB48nTeScL>a1
ze*lf8J`ylpnkMP+xiXKPu5TdZw3%+-0`j{rLm3uNbU4zM{#MRYGwvNg!O$8Zv;@9f
zk^tf%t0Xmdpboy_c{aF+FVKbqedSb*r0ZFPgR;t}YG+-_jw~xZ2AMkc<4B)7H!#rU
z&ToFe0GW5LI@7KHkN^q*2LJ#HB?ATjlh4C*qwU<N{5Q<Q5TNLhInYoFfMj+7QRB@g
z@8qeTeNu}TxK`_svg_qs;@ktRg#1VfSzNz}lrTsA96EB3871jfa)@Fsia;|tuDuYp
zu%SwmU)TPCvp-R4sB+V~MGqp)(B^eORDlbXi_kBF>1#h!En=%=JJ<>s<h$p6FbEJ!
z4g^1CBgoW$+nC<KlXlyVzSm%5z;F>?>8j%K5k6n{dN4sIHx>bX(-p^l8aB{Gq~yiv
z#&&aqx!KN4ibs6Vd|R~6hW~8DHw{kGl4D7)H%S8u!nK%kx;;@;oqpo^qmCC6i&ZG)
zJ$^SSa8d5;!v92{G-&tuN}D=y$=}rbbsj)P+eBA4STR4~ire8NdE#A3hqv9Ay*uqL
zO$uTWQ!z*DboXL$qrKx`VW+lHn%j7c=FZ}gkt#k6*oRc=0%II;ep)YPk-Cv&TJRpn
zy%y)DA#fIfcx-DHfvk#&q>;yd7MhKn#g>IeR^OZx@=uspEu2f<L0zq<5c|%7;dW0~
zLyYYAhuhTP2-hG`7b-d3U-}DP4+jcWy=f(P(2Gw1VxM0e)B2eAwInSP*8W>GYN0C0
zN?(C%3KkXfOglNI7sU3|W))0ogj^#6`9QThu9{_3xQQTV>gFU?dFG+5tmY&A!;x>V
zOe)mB+1j2K8f`Z~Jy`X8=|$;j$L!k3c=nPYQT!>Lky#rj$IT`##LHdO>W=$WW6SEC
zy(soQyR!SX+H}arZ_C)RKG$I`)i`dNN()+-6OwG6p~bETKC==xk44TduH>?3|2s-^
zFq$f}!sVoEEWSj5T6t!{e!$jp!+85^L4dVuoyp=#uwcFK|0`-?GeG$t=)ESdM%j6e
zs)OEn@xpmJ)&oC!>fW_E)8pHcXdn9aJq8`}*DwyC-)<ju>%$-w;8#QX&o@9WGB`2}
z(-f^e^rizFXP@-QD5`|Qc9d^Qzn!GTRh?=jhf+5WLRC`?muz{Z?Ro-7qnzy0!Is6S
zVSxY^CD;Eo`eAR9jL~XaRR#h{)C9Ba27Rus1BhqKH(g8#`2*JfekVbK{rs)kq_lrF
zDb}fIek1=k!5c^QJW{QS2k$7bemGmlrQ{Xr#GhWj()PFdam<IyoUuLo*{6k*peuPI
zV#4c$n(GZA1=M@06oc(9%qT(H^az(;Lk76>685kTG~KpA$wEe{EM@6#!zvYXKEHd`
zi}RAw>>dphBWh|HJM$SYvONO1Tk8Ak7y)&H36wCVTE^R;3@}rDJp^XiB})=@!2ed2
z(oHY)9~1SqE!JmJa@k%v(Z4=#yu?nUGSW`6SHRXucftu@N^U+7UOq<T`Y)$5Im+vG
z%V);1`HMF!$&Oz597|@s%l8W8o0OLxCBUE8SzN4c9nSP+7D_l8*=v_hrkG%{ddmy_
zi6hDRN4w^Iov$64Cpa^AMHfy2u^HW07LpjhO|-_p(Tg(~cspdYY>zFZU%-raflkv7
z)it;mg&;P#R<27LjcI=r40NX@$o+|g%x@Ed(>-+|ola+(#`tqr_n*Im$-k12U`%7S
zpY#it!L3AdfX$a6DI{gjg%f8Z=$}3Dlskl$K1oHcCQRQlUmX=R3uDvT^UH4wlNy`c
z?oxlCc?i52?WnwcFgzS_I*-DM>K?uNa`t<qrEqrRe&jM7`~e|+#>_mtXsj%vp`|vK
zuq`So7q!s?YXYS$KYIif8Q8#P+X{6(qu(^Lk^0#>I6ou^rIp~@5j&h0HHt$1eh?~K
z&_=tg*RwsMGHSNdu4r)`6>zTD`Ce+1Ep$cCHWhbtcmVf{MjogM2|6f~p)_2)9Ixnq
z1Aq!tS#Dn|ZnjW&Zm%?*v@NXG?wI#BL%uy+`S*|rP6!pZto|XL_9-|~W`(W(<!-_A
z=}10(Cj;ly02IwX-e~uYa&+vgcA0Dwx$~r!SVJ_>b$?Sp+woVLH;w2x!@pV9^Y`OO
z5kC>@Hhcq7p>iZ8)0|MDZzL8pMNXT<j>Lx61T{=SATc<cL(lRxV%Wdxj6q|1{)2sG
z^58&e!_b?``hoKhrSb@~NeE~ENrAKN*I$O8JM1>yde<Ryk)myHnST75#9|=mW*WCi
zKo|-}FdUBJlBXD3H;1}k)0pE4FPeG>$0c_DjN#S+iL49TJEWF5W-y`7*xeei2W8ug
z{}RCbgW9Uifa&nnP^zl;arldWbG48cI7&RV;*))8h}&swDA$79j%Q|a1fkSXMDL`l
zvqLHxLWKB7E~s&3p?>N$@K1H0_6D_tx$$v`FuXiHBt8O#rrM>ZB%ORBS}wz3D2QnK
zyX;Ep5!6(LD^a8Jl)6Zh(ihAI8XN}%ztNCLi5V)phmA63?|+-Cp{t7^9sv~}D!baZ
zU%`*0q=)YiAEX<C_A-a815#3Zh&)UlL?d^rjJ}HNN@&!A{?(fWLPxWMWsDOjnqX3H
z%dU@dz!fMzjC>mJ?b2l(AUwyX(#M&Gy3@Hy8-4hBs}tY0#Fjejis6snNo#i7$J=j1
z>b9Zw-N4QNESwn~&q&zyK!sKkdvEJr4GNyihOYk)md~UJ8$NA~^pH3H)e|khZsG8v
zgp5{HVeLdHIamlDjC=t<{wMEiX+tsgS}geX{s@k5u3Sfr?OsSS?mW9m0P$>mT9eJ*
zVXFyZ1a89u7WR6jJn1?p_tlcC6cbh@=C30>9w)}dJ^Xs?tHnelmH2_5?&H1&)~bgY
zY7^G7&vE8)&|FbNz5iOUz(B+E^DvE(i3t3fxgC^!6JoxXp?+0%#P3G$I!alv;g?G0
z=J5NJcaa8iNH7GVB23cn{I)WV7hXgQ(V}2OuT!2&yZDA#7vJ<pjnr2XR~FEMon5_J
zkb{^fX5Q1dG&ltTkfv<or9S2|)V8+$0#mBczAp%^hw%R^=CmUL{P`Sg-JdyYyC&R7
zUMono!kA9(e7`)AKCiQm8n*Fd9ufl)x!pe1+MliJkQ@DheU7g`LYopk;dBs+bgFi@
z)V@7FFmnMZl_Dc?G|tiUJ#HHtS#HQ^AV5k#b?pJlecdER-1#;C0;oo>sxxUku=a0f
zgzUrdx<MO$d6SLt<vR6zQ?mAc@#Wdy+{Z_o^wY)a4L!lzoYiBz^x>5JI!VEhJ<=j8
zy6o<qC0}Ph?i}M=RBzps1LHWJymCh!F^nM7s7+UI-rH(D{}92vx{+2-g*=cUkqwma
z3m0#H%}82ImL`9Ck7L8E{GytP7UBlZN4Q#ZiX2_vwG^s11NSE2-n6T^u^>}nD>&G9
z^WYaaRfQnXL&s>4+0d5wL|m%N=~&l)KC;GNn{JNu1R{YKn9pR&IQcmeMHhEw5l5o8
z_GLB<llH6)UkbPijkb9QO}@Xg)v$2ZdaRo&d3Z>C_9_1t+BAvieL^fOhIMVhf`gBr
zaTNDTx3%QG|BwI*00;m81%d+w|C7(c+mE);kHYDc1~38AhF<NLs#^5|q5wrsJ9V}&
zmz}=Irh_=fr-T=}66+S|5ocE4PM*y=s91$E(Q}k6sDPh~?3VMqA!NNX>Ls>^h|II$
znuTx4x|Acs0pK2sAB8(Vlr;3SE_pi%TyUlALmt|VGw_JFLhT$A1}{07nntR}%2LYa
zlnL&7^Kd*&8=)natJ=!t#KuBXe3wU7UZZDJ6e{BH1R9`0-@WT#(Rv;?%a^}en9@Z7
z%^u0z8xp#icCj`y0*7mp_u_~F!+zgRQ2Xw}7RSaj#@RRMEePb!VNQIQKk8QLF{)Yn
zW2S|Mn$}pKZT1Ym&M_-1-2fEW0qrZRO@24}^o8{Tz?Z={@UWT@Efm2sR(+^1bs<Mw
zP99JwQ0_WzJxi(ym6DKnxwTC&DLt5D;!iUq5ZPec66I;5bz;PTMgyN0UR)(%tE3MR
z52>l(W#%fj@^)zmZEb6)b9bKE(wzk$vB=J!_1LB$#tks2Q@}^YzlW^D?Qn%6ie7Yh
z&+TDz<}JrdX$TwY;+3CCj=RNjy;A}}b<n9I{*5sXdrdF_L?mjv$}1X)|2)Qf`bd=G
z)uG}qjbGe8_6ON?kBiW?cy$aI!21(*v_zI#ym1~r*(lt~PQrlQK#s$nboPg?H6uXl
zo4e+1s@XbXwl}$I@~`-`0vTe6jMhVOwzxw3WaH#pV>BweTp;Q(6_AIDDK2t!NWmbV
zFRdHML~0Csb|p2gNO+h|@dLBihQ^~^7Z}>~xi9=(m%#ekXUg%sSVm`+35^S)ZRe1G
z(FiL%cUGhVMa)m@U!S;nVc=r@jJ#t{jpXBoiA#0`Qr7h6o^yw%&H0;;sc_P=4zxl!
z9WO}jAXipAJM4MrBW_c{^XS+<dqfYO+8I~Xij(Mbb<}a&Z%vL*;nO&d9N${+7NnM6
z<74c!FDJ0Qu0bo?aFCB^d85S-E7}yc_Wb0IMzgUz`wiXa_G~)n=B5(T(F&XF@xZq=
z#x(HX@d)84QIAUAzCUWJ^iyzLtP716?=IdjVgh>uyBP24r+!?8`2Pm4US|(xG=Ugq
z`Jx%s%hW#Kk|rO&|0Lmz5?bbBVl%*}v$z8g-iA}*%UGrFFZ<fr(3P(1V>t`o{}uL!
zRH_<d^Hriojt&-e2|?GJhXc?Gd}k3y^P#0wviF00cb@0gyBb-NF_lG(&t>_`Rp<bl
zg$c(<sN&#-iv>ZK9JHa)g7a{|BvBcH(huZT#X_zGEz2Ei%XcXz*|ARbgd<ZH>?csB
zV@w>Hl}+Ovt!*Ki44Uy^Da=*wr1<+eisx0D{H#}NY1O`=vV&i=&^IM1(F_?^fut#@
zzw#kD#i6=Pz-{WeHGy-(>Ue|aw88aI0C*&N0{g$UwO)=WdiE<{=_w;k+`3Xei$D*b
z+<>&52JRM1LQZIpFF_y3>;b%oSKi)fS=($ADp~X8(>A6{#i|E@y5H?qj<jqF-x@tT
zRJ}F%>dJ`A_Y)^wGzs9r5o{)pDNyrsCBK@yH-OKIg=eE|1k1@k)qO-ldWB`m%Jsn|
z4wRKw**+3S>q!ZTkdWVn$wplgmOm|I1<GsX)5gvlmoUK*9Xy=;JUVV*5&Y#fJElW0
zQn_is$?XLc22fkKOyJ1{h1%7srcY`mp%Wl8Z)18gx}WAJhMGND`s*3x5%DjVZ}<Fp
z$WxgtU*&MuGvEa!2?la=RydfIllmO~p36|$VyV8+3v1<{=}lkCUxXj`k7AhyQxHd&
zj=xQQa*Z3uS&>3<4T+%@)YTpgQ~S~E^?Zb$mOzIf;;ZrKoKOBB@ePL*^49t_`ON2X
zvy0(0TP~_Uantln5zYUQ015yJ000YR0|oz+&%;_H?bOKpHT2zrHB}V!2E4~6lisz9
zV2O{p-NgIa304(8#ImA1fs3XrzOeP#{|GWN$oDWAPs`*te>2{&!l`N>EJ8>UzlDDf
zeOTvnt4y)F0vch-w(BE^Zw4t}X?g;FVexM`elC^&Cy-vQ*XaSYE^e;i@!42jDY_rw
zesxH||8{7HUWpi*MHVj_GNLBj9oV_;%6QdB;u91JRQ<P@v&}^M8b=hI5`6+WH8gmU
zosgein27_Ta=EV<On17p?Sg&>=Hsc&&>VfMm$EOjVDO1RYK(gYrC<=jg}T)xV+jty
zU9y*Ucs`jykS6*{t3h*4cgw8rfpH&g9uA}38qt?Pw2uh@%t40alSz?dKh#t5`5?(&
z#Y$D?JPQO1KuQpIKIavFz-Z6YyRbQJvhRB!%k!VY_V&j^;Q%wsrCKK%T=gl{KmTv~
z$VU|<NRl**uaQ-4^}m>_)^93)lh-dfldV2ZoO>!}wb0SeFxY}*uP_@gS*sw)WO<LT
z+FJXN!YJ0*+bQ<zOC7IxWUuC)zYCH#`oc_C{@_|Nn+H8L4~KvRZ-Y3>s5g3TD_`KS
zjLzS2Syw4>v<wocy-gkeXwQZsATnrn8%B;W_LgS6H+P|~z0M`veGe`<OC+h-_mi(K
zE^@JfzlBh!U+LuSKmGfgR)ok4Y4G_q*~s?av%_#gd5OxHHhuT!j1hxm1!GQExI(@6
z(RMFucuVQw+7EN~!yLA1nM|5y2n)CxG@WqZlPlK_JIwf<M&$3SzK3OzGMAf&;D3yK
zQd;WpjU(nNy1O`MAtvF^lcM}R(S2qTD<WaE)YXfbKp{-6tJ&JiRF|jfTJ4cb`ee0w
zPKTrC)?u#Tk^e#@_x9|Qt6M;twD$PTh1NBBTg`?vQ_*+Jl|kqmB7Bvs2^Nltfoz@h
zP|4YLn>W)vC=YV0r>{+7sD`FZfR%ll&V?Yjqy^8lR6PiR-=ltwPmh6gh5NuI5XK%D
ze05`_%C4_$4DbLj5c2$evtOMS!c+4Km3#-HMT%c9?APJNyCUAY;++EYSVw7gYNk2R
zk+Cu0isAQb;EebS(*4&DC|4xVaK^10`$;fdQx7-50L^mPCpS}pfn_G8X{aipXDI=n
z5EPVuy1SxY7J`&pcJw`c5S9oYI6Ce2agke6NPRzP?l_czfc`CNxV(9<GoAZAX(jwc
zE@I_<q7Jxwxi5~kR#7PW>aG|!qsAO)D>9`<CGHr#y3OWVqJae1$PrG(7;L2U-eb{m
z)Zu^r!;ExTYq=q*98{=Zmv*w+!^ooRpWzW&sR4vfo;-T1jdS$&k&DkK8F1~U8p`y!
z?VzzygsQgo#+`4=v+NUsGeQlaBJYUScU*e3GH(}zV`3z6vN(=?_48Ucpgwn>Nb509
z=3r7LZP6K@a7rs}e;8QX?{zi9>e0x3SHusWp&*oiwvGlbD_S)){_6mJMm<2;>(;Oy
z_WYrfukS4hQhLUg@_u55av^aZ8`aEt4MKgR)6WNlh4$mRTNY#QCUL{PdzfQO8y0pV
z$>Bsx)++uG046g{VxYM-d8UA3Kp=5Yk^|H@usKtgA^65uEiDI%^&T;qvX0%PwV9s7
z{px>vE*M(>A9VvH$65KgDgNHEUOp`)b65cOINFCT3phxkZ)gu0{4&kw8WsOK!@d@f
zosog%HyR=tPJQ*TERg1X0{HXZ3>8;Lb_H1gS+W_AU{X!9UAP@m9<JhK?;U8knjI9a
zS=Sg7A=Hlyi40&Gl|De`VM$29y@+Kb7dCRu6lTO`WR@R%Q%B(kWa1MY`ow<CX=5>v
zEA`lJ)O0Kfr=DDId;t86Zd@$3QLs;N42{NkA8UAktd)@Un-gs@x;R$T>1#iOQ$}q!
zz_yI96r=B68gWJ|j<s4}0Y#o$1om){r0c_h>|D+lT6RyS%7j;=j?#Ls=N-gX$zI-c
z>|m{K_?-zxzX4LvOCyA9qR6zh6PZ(xu7e%|E<CsAEsKW6L&J<V*hOI`q~G+!)V7v{
zy~6#?Jh_D6m}!k^>;D4*wunDJq~Vu9L%QNd&y&UQ;=o;NvXrP|g|Roeh4i%fN1*3u
zNS+E-<z5o(kr@4QVOY>Zc*yE{l!LUqfEA1pxuZMXRn8VVgl5ro2(T=EZZzT^Uo7S{
z`zV<Y3JX3Qqeseq#s4*dqFKN{#0pPQWc7yS8*WJ&dwtuFQro8%FW;oh;^shg2}1!8
zNz-5(A9eU+P$Rfw)AaXB*pu<i=)cL!&a5TsW5!Qt_<m!ovu1y!)O~o0Q-xz&``-Tw
zh&p}`Y5}GvNDqR?F5~0&tpP{+AM(avqoq@oB+lK@Be`r$(!-t{!q#eY2c%qR5qFIC
z&DCFh2DRPk`lsI4)lbz<LSR9Qm0-TFrqmb!zRMn0e+=_O5oK>Kg3sH~uZP!(iz660
z&`vu#VZ`fyG?6NOC@V{Kg&W5VsVvnaXk_*K4omj-GX+2t#O`=pvsNK#stjqz+pAIb
z>GVF`QqX}#hBC>3kYIrUb(Qy~Id=m+QjcNSB?48c=}2Po&IguqA&&=lSBi&F%luRx
z#zhEe1P;$(O&y5vL+o?xI;79kKB88;uypGpGP+?l)_Mr};-K_fQw9?*6!EBIa+gta
zW@>=o4If}t_$P}^Oc{S4@?))#5Df@DQiKNv#En1>lo#z8Jx(*iWM>Ud5a!8R>+-cv
z^vGXK$YB`f=w1bA<eTLv<Uj`t=@>Q!UiA+p{RH(E?b~R1+~&O|I5%DkwG8`Sby`ii
z^+Z%iye^(!F(7qIlQeA4`glt&c^%{N0(yxq7&*b=_LfyUO~9)Cn6jcaM;MK2h__Jo
zldLD&5>L~hZ5g7(Xx^Z%Iwn>Ea$RHMpU3=m%~G6E<PAoFel<KOcXxNXf55m!vWpmw
zKawx@1WApDv$?`Wywp;awQV&Q;GkzY7LD*vtwuHKW7j(gPc=l`7?Qs9!1Gn8xK`Lj
zcnL$5&c%x_{=T}#L}Rk$UuDZRTDM-x%P`U5FM}#^sSHx@Td4V}jYFA#o)MWiWiD~K
ztS|w)hpc!Z)IH3qK!uhNX(E-yToVfod4Yg`n+f*vY6Ki8s_h>c(2+!eaPhSXZx)ib
zizLC3s!cB-8ODE%sjjjHIQ)x3RLocZW7y2{l``!{%9<1dloK!JI$EnBRU)$vy(qO&
z+xPb!bHlne$YBheOJ^o%<wxxs#vc!!a|maA)4OcNJd4mK8Cm@o1?fHJTm@&0bv?8#
zmLfTZ%F4SC50^d#W)`y$i1aPn2h|#TV7Hr1#37S6g5Jqz+zL@{NqQZ>(l8sa`hz+D
zD#<5`^WZ3z3iw6;a68g%Uet(UUKGm#?MnK&zRCLx@}(OHC=!wbesfXA@6l0&bFOZl
zhWBCuTPTU?I&*7#^NI=V+)dGeZ7~4MK_kx*uIhg!|6vhZhR>A|5M+*%+qS_hdNEo<
z^9mI8b<0`gUo#K&cj9e}?<?dxAmr$6l~~MhPf;)|`o|T$Fe|&G&vcYUXX#{01h#{G
zH9akEw^070`44hM4c^xPx}12&uzInlEqmAakp{gq#Ie!%{9BFk3c&Juc6fGCKj#9{
z4lOF*`(PUiW=nswt^@avY=pbIWV%CXw0OAK&%ZW`jloorp{T^fl}sJveuIOaP=bD{
z;k`S0rcBvTz~K8-jdIU+j7-XR=z~iRefIxuI<R(LcOk%mOQqG&qn-~)>ZZDhzeJy%
z2iHz<_y@+nDe=u`F0RWsZT}{^YLZ1^jfhccdTB%j>Z*-1O+V8(C|uAyqkHG;%T3eC
zKJ6#GKj&7zoL_0F$@>NU3_>^mkN^q*3IG5QZUY7Xlh4DbIrw!+ABS0BfvMU5C-EDS
zPNii(HSY!;G8nv5!XSh_V<Pc5`E8<a1%MUTJp`|nW58c)yx3}!Y>e?U0{994POopP
zP;XaVSvLcdx4w-)h<?r9G_AvFT$OV17z|B?<LIg%NfeV#*o%{^0~1?Y%GHL0&1rql
z$f#n>BBX9h&whrBUPa@Ldsmkpkwipbp{+x{L{0@mj|OBr@Z{y%h2fUqM+ht5N&Z(i
zRODaGVsUYLaZ{W_fbMUcOk#U54=sT+GWWWNAsTorgMyzMcC=;gy$W%FrOtuZ`WM=f
z1<s@YQH}JqjBUm|$opyj^)hJ$>35-`8^7XAYHOfCaU~A@nqhHF2D?Y9`o~<%BKOUP
zL<!r#UlN0wuH}3_FFMuTml}f-Vn;pl{da!=!tp^IZAeNjcz9s#*)^XB2PY3JsX7aH
zte(*o0;1b`dFD*SjXA`+^B$!2k^nx>V=pf97mQnPbwsPmag+-ih{Yrx<HT?hGhM&c
zmlgwD@NJ&3vz`3$;SZnv5N|ZQ?ZFS1$x4sdh(~d<#*^G687~(7;_sS9*r80P6}@;h
z@XpQ&q|6=6V-(CMjF@PNh-zz1`xNRH+w>qvgID4{Nwowayn|SeoEWBjvTlw^P)&?5
z4HKW%M+;&hkjqd19|(=tE_nK~Z_sI2(hM^{tqa-gb$GAl*J1VwO;6B-p#lezQ>Tfd
ziMiRfi^y=zT=u5mzKI3oyrpX8LHz@O<}_fKOZ;o>JxUxFb!hrt__CVg{ZF*KaqS$p
z+Wh1D90y+QBhyf*GJ4y1{RF>|mq~MnT1Q?LY%*dnnW(?r2O7Kb${lB*Jg-#^ydWLf
zO-}hb^!p~jy+>`pspU$CH>GfrE5vULA)DY&D_*X!3VNtr@t4)Pg#!3UtkR-b`xabv
zCx#X@`Xr-z6yDmFgjZMS1A(h+X*+LbKUgKcNI;+C(H!mBTtgNNU>JUlHgwpmmyp;J
z>h9d60o37vsJF<<)<Jj8Pxx^^KpeE~J}e*AyE>WHE2fM2y0Z11qT_1zZ+J|Ol5n8K
zlUnJ=Yd0I-szMHqJdjF4#3j0O9-)W7I~vi_$i7&oK*O5yI1jCmqK;5fqWc)D?XaGZ
zn`q|B-zx$@$LfS4&W5FX3Ho(Nu%~xq0zQ?&^I2L~yk2JZ{#G^z$O71;&_Wgcj7bSR
z559$XybSqy?nFasFnIUqo^BQ;u$!abZae#T_}eg?4G~OdZ_oK)e!hq1r7#*yigs7g
z(1NACraC{8?3>Sq&qO37j)`fhz}1>QOSzy?cX=MA_eQRhE}o>2=3ev5@7rR10+4+I
z8XpN83z(S-VDC5A)2bmAU-8oA9$DU!>!bEWg6b?tt_AaiV?~qgc6a>-d56TP^&4_V
zHLo5<xpc^85QRZU0}&gDca7nHeyWIOp7C#-%$rkcsWW6%ysUeWiE|TZd{+WkiT=al
zC+3MKOt1{?dm>5mFuY<64ORgMmXUNGkbN=Dd$1Z5K(5~P%G@lbkm?h_j-82Pq;u^f
z@rC+a6ZW-%?7OYGmSb+FF*nRu0KUbF7aABstLSAD-fvM!WAo8;lqR<JusDkd-OOrQ
zI5uaW9{|8%yMNmFFS*P%F<l%EKuPsquR|=OlbiS%aR;!Ol|$!1O#dIv%pO}3keoS$
zME6zXdSFVcfy89?x^`7Ktx^KDgG6h0{!#CBY8k%uad_W&QJzUU_rVv7-Rd<uu|k8p
z$)evzd))|LmDFx@`9=KhHwvwU))g4Oow@Xb$&4WwaJ1F(3Q7i;Zu0Xod5O{aeqrb&
zA}|AvsnqVY@pABDK|5$|O)$Ps^u7=`I4mT7zGY(QdoCO14TfYRSNj%6M7-}E`iiFK
z%=UG?Uh!mnAw^vTHp?g$f)t%#N!rXT;1(>}5{8u6m>6ts)P=Hgkx4Oh`(UFEa%uZj
z&A2=8ocb8W;=RHbC`{X5{Ow%4Ch&Y|C&2y`JtrEO+~5qN5qU}m4yYiI+^M5wPmBA%
zp6T)Qz22Ud3~Rz|M=>9e!-iFJy#D0WD*rdx@D&R0(pS1f0`uWhSPNg0ZV9`<hVpDu
z7DgOqx&yX_#bSE&4E)_!7IQ96#8-$mM5F5f_cathIBEI6YnKvr#m|yxB@{Vc6!qAm
zeE?s=(hFZTlC;)rdAl6xoLIBX36aKvBU)=ptoZXR2@G>U3=Ah&J>w%Y;5lQ0&PeUp
zQ3icn0XVEv_WK8!R+D`tIxcBBpT@x^0W&5`!G6ipl<(@6)GsH<JWt%Kk1ua2&PM&B
zxNtl^s>-Get5Q8AW!I6R6a9~Jd3?Pp<XRIB-3$foC@80YQkc5t$9ul*DtJOA^{!|c
z4-%5VR-Wv+a)KzF+NYD_iHIDT+T@@RS-D;qTp1I~-{=xJ(Ic>9cINQ@l!AW^tCeGE
zRuI(hwC)eH{fQ}$Oo;zmKd>HhYCf)Px7!hMaE{wsj*H1<{}^kqZS(?so)K|YY#D88
z7(T=HbVK&k`ua2Jb#0Az>Yq{^^8}2r;#EbxP>(6S!zP2e8dhk@5Y%2~Eq7H+cEhGi
z;_RC8<zPK7V}v7*7_Amc-8$X9%Wx$FgcplPc}%47$O^rJ4PW$Ehsk(usg>ba(uLi^
zS-&iZosHavh{MYd%pIEEzHMho@@q<Ce+C(DADnW5{NivmR4DBw$0&%Xs#)=~y5_^`
z(O7+2a|7q;nAFJ)l6YZ@{;=ZFd$^O*Qszj0bU4OvL{6?QSSK>$WVqw@F83~xDPG<(
zPj-)qsZ8lY-djBgy^;oT6&)sX&#LRRFQxIJTs5lqAmC+g&T{A65CoP&w)c`Nj{1gR
zR0fXS90nmyy7VXm`KWgJBQEO=*}~zN*_(UG<M!@A7w#1gd343+^`eNWY*b{>*Q*o?
zv7(O%25DS4Vo(wXF58Yk>}bt=1;D)>2XXuSK54p+DzF-@?vT(Rg|nSQ7F7oPlq4An
zZV0_;ELcEycv68s*sY9Y%e(VjIBB`ykG#DHE<h5Xj=xtKt66rs5J%ShAm10y{-F(^
za6JZPEl~J|{!Hat4dyaT0E|F$zbz#uRAdjxF;bf2FJrVvNPtJhx>t8h1L0G3Vw;^~
zlAmF8B#8yFmi*a__I&s6Dq7`(i+js!ET(?W()=&k6Q29n3`F0CUm+vFNixFNZTh*j
zm|HrM5z}#2>5EvKtii14H(zb}mp>JDE7+2HUb(UVOS7B$jznQtWff&EdRP^X_bt00
z@Hpjls+J;6-w*S3I`SPyD))7)A`(V!<nRaPhsQ)|Z3omRy9Em>?Tf5Ik-H_+>wq+E
zhz{p%&pm|}L1y5Hc?&jsFWitSa>b;HpMxVplF>wv!{tl~VAZUC%bK6?0L6FqUUgdc
zc^wEcvh+VrbhT`Vr0XQcrnq}r&T6ZXy(0FrS_8R+OXqV?I2D#^!?tx2N4Z;<4YDMo
z<~~&MSidwWL_4MCyL07s6}!GVKJ^D2ef$au%NLd|)N-){?CzQCb%sU!nqWFlIfXs%
z9mSqi8!1kQfsX{nDsN35EO+}NG6Ar@1$NZEM~{&Pq2VBy%2tp4G75W#`(ab*{3f?-
zSlC4N_#G4wJBGP9UYD&!)7eVZ=Kw5Anc->qaLS&CB9)3QRN~`&mLRiFUklac?gEc~
z<`h^0=?b6^Z5+1%k)d{P<P!>&d>|$bG9>P|K2wa*=|b?Wo~m9#hIjW=qbtgtH-yGy
zV&z6fpI^hUKPqsZ;FR8esYI6$^ky^?cvNSn@aoYmI4-?0mr=36uGQkOxnz9G>vru#
zJFuK{5$qj_DFr2qK`eP(MzC98*)&<fkJ}`A>Ou(ssh6r(Cl93;T7-w5VGTa*%PO&y
zV_A>Rqz0lNmAt!+(kara$C9bez;;AbGU~3!+pv-L?HoScrrQLI&Sd6j_k)3^^hwxH
zm~Kgr_SVjOgvg?2RCF?yAnuXliObjnA%(Zd;H86oGKQ>x8A8W`ca$-5ISL--+hcLV
z36@dYTEG)`dk1M3S|kYmO|e<frATtJRp1j~B1|JB@T;)gw;1_3nw<GfuCG*ztFZDo
zg<vMcRr;I~kWShXVT+M$6mU>is|Nroz9&D63B(0Kkk9N-A;(`qE!mSUxs(y{Z`7vL
zk>8v{g_mgxXc!fg?Ukf*L9B<{><&YfODK1|dRa6Q&Eu$p5P1?$&(OXwq7Ch`Wggl0
zk=5bV{l%Yvibh=90>$}z>tth+@qc;S5jWcLQOYtTn_DXkU~>%Qgv^o0IV4HkRlUm#
zIDK-;q(`<Xl6Ucy7a^?yOmDYHOVK>FfkQJotp+h+aE)zi86>*s>$=!Yf)3`Qq5m>N
z*Nre}o-<!VG8TpW>Dnylvoc}AF(U_S=}H5yQ!r%cb2qXD7{S)h9t`*poxk`t?DS0k
zI{Q%{hjs@8OW1i%;sk7Y4_srp=lh4ARJ9`LihnD%K2zL%)`k{qu=QNEf*IKOd?^ic
zN0{!TK~?1Bh@X$<NP=COobp=0Reg*UK`#trp1bnjY@|X*`Ja8^wIwr%POF-d;mcfR
z))BdP@B9J+ZI_D-Kpgm#tMYUOG+qzJqdR6p$mT9D0T_Ofy1vo`dr@9x;*_^3cQ>xG
zE~wXFWaQUTssVQgDf8YxnuJ$+y&z*mU9@S1g7<@0eb|wU-RBOfet!$KFZCYmSoOMD
z-xPFD9YY?Y>XB2Vg6ACf8mwn0BA7_@#2KM;*R%nmP14=5b@TpgT{DkuFasCflU<ls
zfTr9f`NmekKA^_-9XD~#)U56^l#L_frqVEa>BcmqHRK0gr7$-`dwJ%`{yIrEcxaPS
z18bu;5M}V8DvF4~$+&q62#hE<l>S)u5KaUSqh4JRcm35SgGYvDJ;#s9{5&`0h9&In
z70zj4(@SJB9>T{3!Rs3QLs+kMB692774+bf{xvfS4Q$?RQe7bD^~F$>)2x4>55Npi
z5eIhSYoTs@BjWC`+KM+iR?=@vNV`*6h<k!{4#N4LMtZ>$qdJQ&=^n6;L)6wIB89so
zI&gUrw${jc$phT%ACd-Cab=U33@x_tI_7Ii&xZIJgL{~^eJ5I}zzh{E!L?!M{1m;q
z%WH#sX(?4PJI@cOyse~N)}HK!T3q<dJqL8VqxHq-XvS?wL9QTB9v>s8L8B-=_hdv)
zby}F<MX_E72s_a;Uq6%6bY3ypbT8^fRE6KGkJzt}#|v^(9T}M#DB;#y!5Fg>gUfyM
z&t$nFEj1@6;jNYk*=>OJD(E{ioz_Hle#gmj@h<Z1E05Oqw5DNzIQmtF)VQ#mDn?<(
zUd^%G!Ax5B{R7K{ZJ}_|)JvcH8{|jr@^H&K)v$d%_b4xb<HCPEi7SWq4A{UI1po@C
zge!^1%|^E%^4pE<o^Cv|4=_;Fd$F2Xx-A%h0<`p!nC6;MvXw-tF(yT&FmS6z0V3{J
z;Br^s+>AcwuuI~wr2q{a$}6V7Sx2Ya7bFZ<^yp$ghW>RzJKdzGxa8y<BRA0`#PP%@
z`Y!b(%a^7f1M3E$_s;qsp$`9$015yL000A?0|oz+&%yFO+8RF!6df%R{wZY*_}?cv
zcv23VS<bm}T`?3oWSTx6x#euv(J68)X&221JEwxHlc2)wQH%#IdE)Fiq;R<?-n*{%
zHL-V_bSKxV%rC!3oRrItQ7yh>PaP4ILjB6w)CnTcG9n~`(!;$<`eRb#H;-W1%*ZnR
z@!7^KL!j`^wHwa$l$e_lF=3e}G5mc1ZmGDxUx-fcK!bTMS+`?PM(>X!4!JC?WN23u
zG<2fU9%Ts0pDH=OS{RrXNYZe$7{z(??MO8|m*2XRS{Y`tmUI(^S=}SWEF~LBCx`O6
zm1&$#yxpBY##Y-BDCX4f42>aN2~%E`?-m(8-$d^U>$U_ER-t4wmw<+hYSGHHtK^8Q
zgOPWeZouYwu1+@9Ur@7M<yv!7gv^{g=V=R8u=FC+o(P&sgmyLKe+dvhec1&w+!qTH
z?2Ih$N@j2|1!sAgqAw>($M83NaNI#+@s)K0eYbm2sAzN+WUnCj9fq=#(XR#gz}UNv
zq`^!|h?8X#rhkN_H~{H_!SmFh`RTAedML<qC)`aHrZ+&~cyvuvP1ATC7t+f5`w+`#
zHHZ{1oNDF(EZ?TLekSSS!dYo`eM?|v-UzH|%$9Dr47MYoNZk8MJBdHt{ue{`pZmdA
zmF8RO#5J`G4imdspUg)zIr2RAWM$N)dtS0Gf&MOvu2o+E<y;*>x*7tR6o@H5M*<rr
z6`#yF-*q;q*Q-td6Y&!3ezi`0fN@|BH}>s=)x)m{r~=`iN3p!*-Tlop3(3vs)us**
ztE!suSeDy4PylZv%RD-LK~$e*6^0>UU*jCG@M>Q97*olxges`*pX7ugD}lr6PlwdK
z2h_O8W%#*PsL0v_Bt+b^sx3;LGL%Bggg!!B>AqN$pliOISmu;KTDLVntI?F&EV<m&
z#H>XyM0Z|%eNkfxlrx=*B9qwAr6CaR3CSC8Kpn&|Q<z&&W&cNSW^f42PO(Z=`B48i
zP%-w~5x=bM?91_up$UV9d<fWSt`3&KU9kR9w89UC5HDt7Ps86b%u9aEVRBLc>$O9t
zi?=q<Y;l2NMU`oW@`==vm^R{MGvr7g&g+-gkq4XYxQ67m$S@*IyFC4sl%|zgNp~Tk
zAW`HeI{N}-gbNu>o!5i4&Z$d<l=)hTM8HpFg##|r$${pJ_ER+4{n+w%d;a>jYer~7
zzzN+0=H}&H|BwI*01N;C0ht2@|C7V&EQ9Au1LsUD{b_jeSnS59f{8?;2QerIHz1f4
zrSq6&qHjW=Z{IonNHojG#;Ri91WKd?{Ft728Fe|Ydxgdsev&7O)>#)ob8&l(z}8r%
zS51<1u!lmu7_m9?=C$>p)JC}fW#$T9PQ1O~22UT8wf(1GJ&@$!E<@4P&OXEHD}(1x
z1Ls66tx>J(ZYMgUkZFSk8zSKUSF*svJ6XP&94lfZt?^$}sU8PyasqI$&D|J5y#p%i
z0)i?>j<07ZLo~eGiDb#J87f$ua~KSr_O4mt-$Q}2rHb+YUq1+T(*Rh;_#wJ(lKei*
z{PJ1v_nQ)DogNDD?I!Za+G7u>st>5BE8}*6`q&mty~q1lBvmYk^g~yeay;sOIf_OD
zZokOK)d;+fGvg#_huVI7Xor%R$RhS#ot+a#)cftn;`Q<cMcLo-Q2vQuddsuX<^yS|
zddjW{*4lHoWrpL69RNOlC^BkH1F?_PoZwXsK4ax4=t}XeB1?r!Gh-9qTX<Aqf-kf`
zEdP)I3IGiN00Nx@1^<)B+PNQUoIcfXYjDZFF02GcUjh99nGge;&HoH<<%m=rEsXxo
z8*mz4b+tYyT??leVY__=Y>cI<u<$+sH(c_Sc>2={Rse+plAGM+qQwHm0Y^0AYWDG1
zcYajVk%>L>B;|t&a#tSmpp;GU1T+>K%>~_4T<{Sendk69i-+y~2~lH}hNv4l{y(p>
zMCY?Z?r4u;onoU4J7KEf&nIOB0d@UKp+q>xU@k>YiGMqMz+~a5eel*>QJ2lU){MGQ
z0q&b~97yqfWPCd<<ApfOt!+(7v`F(0Dm7q&@I_m<5!_AJ1xL7)+wiaeS1<^hj^0Ix
zlsRjMhdp_PgM>(pQ4u7TLyecxyrbKRcpAa;(%|{%kUn}S07;g?wK$b@H(2H3V-5K-
z%^yG_KI_2~G%s|lICCU!b4=u{YxIZOCl^_TT3zW2YvK)oKzGLw9}de*g&WPADP8nV
z6egxx8Cq)^fEy}WNarE_LF~B-Q}<SltX(dJDU^U!c?yV2|6G^e<_+WB8-*!P5#$Jb
zKt38%8zoe6P}h}Wc(I|bZ#|}{=u@O9xSOcIKI?={`g6Pkyo-4y0ZX=91m|*#FWKV;
zANfL@U^UADw3fjs^rz7VJW1%~tJ+Wa>u5$y6Q<G24wDb!v>9X%!|FDN)MW$bVj6u1
zC>-igPfGpoyfq^uyvlK@=PjSKx9~N<L{jYGkX0{biJR_NzoW<C?bf5#6UUR0kz3*=
zXTTV64x;0G>>Mc{<Rf7qMWC&khA1#sXK07>sk@w_gj}7)X2mt~ie)2<tr!#Q2pWEE
zH6?CTZLju_KemwK_`AjRe6^@we(|I#p00Ofct~2(P?!?9Rg;YY^zpF@Ibr{h015yO
z0000O0|oz+fWUN6X+C;g+<^a(015yA000Sw1O@+-=mek4?jJb&@X}0=oTc`rL*x(q
zG;0tgzLoRp4E>jQ%(1J7!{3m(I_Gcewh%uINCZz5SSPHY`PjM%6$KRj)?@EXlIElV
zov1<L97CIOrJfpr_9mDuZdz*z#Xqs*e{BI}G-<c1cLZuv?#|(Rtu>e~nJ0DO-L`Sb
z$Og1aI=wg($>co{L3-b9UQgg&D5-?B3O<f*gfP_l2G)PM)6PxV_1%aF>-z_a=lwj#
zjsS4HiIPwr97?NN)Ow#dZ}T=ln?VJ`$aF2#$vn|Tu)RK}`gTY_ieKw56kLuu;f-#Q
zo-b3Y|6~%un@N8gS^EU3jarmU1@b1{-fn*qA1s7R{aX+oTGSBTEpcu^-Sccm;jtPn
zEKlbNu_m-))v66tu~fGa9B?#u;zYM$4scaCF~H;{Rfp)4!6C7IwW}~fZm0aE;KZc|
z1_)(Q_kk>pArO?p)?;?pcY;2hKQgE!UJlz-t?tUxf={ErWHu~v0iFQqj?RNK)t!I3
zGBSZ~X7*$0o93THpdO{NMs&nIaV_%LjtoS+)`&%g000<BNeigqy#7Q85cqdJ$DoEV
z3$1{F{;;k3d`M5jW_LKz7)S>|y*fnusn^Z>b=`BIjJEicR2}7NE3Nv5)R;b$qY2OF
zLk0Sf69v|XS_I>g?9T!2L*0alndA=S9qbN>D`EjN|5nb{t7k-vUXrrtw?0HY)R7VV
zkjnyagds}?@H3`_no=zDOlGIk$~`e@p51bR#TD5sTsW@9#B7}QlTScP!bm2Apc%<t
zH&E@#A;+(dX}`>46ej7iej>lFq-Bc|HxGob#P@ax<GP|ZXq5}%$ca)Ti?~9mLQ|m8
z%qx&&O4kZ?r**JBH8c=yoNZ{i(~0HE_0Ic~GDbYB`{2#}hb0DQ+w0~}8Qc1nZ0#je
z4{t>gxm|VbOW}jbR<#63Ww{2Ye8YP250M0Aw-zVKDPaF<m%~fVap4;*E`-e38Kli3
zXn`4XMPVDcYO5_TiT9FKJfGjdF`W$wCv*`%`UV$Id)vhJ;}tQ)M@IO_!gCf7ruE)k
zi;8Uue`i3IEP6<2UWRE9xx(1eLG=@6ixu<i$=50;+1pgw1V<?2k!iC3EQ}~mNS+Se
zi{(r4*4!+v9*B2Ox$@u1SIMB?+K6rI0iwtO`#p#xkQ>$llnWiWo;=dR6@Sv;xX0Q6
zJrXj?A^xOPKC&caa)Mq+5Ta^47X}x+QFj@MV`K>Sm8T)=b^`6SqXk41KsN)Xbug|`
zR4=&AB0^bdd7%Um68$GGL}8;e=X==EPjN6K4MXX~`I}O1AgS0Q77qaFWK3`N)PrS!
zl0t(jwyK@!@Za}lprG}%Gn!fZf-+T*nGGSoD=vS|P*-+5K0csr1qNyRV>Slj)ZSg0
zW4gIa_&2pl@_GcmPpuu@BBE7d*0)twr$p;RI+@5XkVod+m?y$y_)4D$-<xGf55Pa+
z*g)fy9t;xIhZ4eLllOVU^?m`DS+iD+>OpIcINe#@L-ir@wY3EuKTRst)=}<WR{vZK
z*{tpn_L9ul*`@Y7Xq!*HwU`6fEnM@7LXFa09CcDD%!(j2G;w1q#L-x(JvGN70mt9C
z`g?xMJIP1^!?Q4{v=RLMPTRf0`}y+Gr~q9B8P+|BAXaXgp&l-<g0OLXJBUi0K>g|*
z>W|RBF$&sYG<^4d>6^_n0j>~c<}j9t4@eURxjTv>n4SRa_n6&x4w=*5OevvRycF8P
z1+;+Q+W`|`gXh|avl@N_TJ%9qSajQs>cRP0HtfVe;k#ndflLQrruxJ{;k*9=@ciCC
z<C99f%Anz{>R2Z1-Q_^2K45`6^VGljUB_Lm8Ixl+`{bh{?IYM9+9S8_CrlFFemaCb
zYos|L3wnTOwK-0riPHNGPP3lBOeZhVHk=Cy61{8Jr=+7J3f>_VCsbKb^4Kr)s#G8x
zK>h9|Xtwj_<>f!nJNK<d-xgkh%wp)Wo*6IVW`GUy1*T#7n`-o4W~UowF2gyM6_yKr
zz)MqRva2SxQNt2y<54@NuVcR~Uz_cq5QN$1eND?np%P5*b%lqn)L6LhCU0(Z)FT`8
z<B!!)EvcH!d>h2o9fgJM&~-XIN-QEsueMcX%PVuT-*x-Yt7V!X^%a@Um`Nb*`fh*z
zely)PZ99a0kIlY@&<I@-XZjmJm!rFE+&ZU28*~ziCcDd0_7fxxA(4g^hTs%wznNM%
z;RK2D5B)p$3Gx=7At?Aq{a1v7d<A}eB*Y1y&f|Y--?9@{IKbSNjMK>y$S~=>4lT7B
z8xp`c?Paj<F%=m$xX{eUmyJpGe~>36dZCwo#8N0CUBL@_q&`6Mbr7>!v$vGyNrk+T
z+#wzCd}ry6Q3HSBSZyXUiM0N7-gw6ZM(a<7-6RNgdT=DqY~}EBZE40BOBYcJsP%0J
z?BSMj*xan<5a86wGWQCRRE{#xYYRGSGjQfBW4(I@$sQ_8Qy9(#jOH5op(gc1^K@{M
zxKL+RkA_f(K968qqKx<x53z~s_<c0#d(!-yAy$=&i&rihz=Fc9U_Q{KNx*mkYQO=F
z3mW%q0UaDK&~vSQ&wHOlnhA>%oXfr6Z@as|GiJx1EfkQMbHqJyE%dFO;n4-MSq#;c
z8=wsFlyJDjJ#j7a*p3V0kuT0+68cZ+nB#u@hV7#V;Yf8unCx3^pOd_9KX-S;no9(^
zE(Fik2Kx_KlALGx%yFx){S;T7ZH{p*QbVJ(O{V9J)-R;sYh-kUlQcGvTG$mU_wXf0
zz|pIyAc1-hy<}N=k_Zrvq<VB)aJA6zDIL%)8nm)>=MnHWVr#Wbmtd8nkWc0gA2=ZP
zgx5@fa?lc_R)py6N5Xe05B-otk<!K_=Nb*weDAF%<Xrb){!4t3QKi7#LziY&8a;6$
zDo`n2ihAal;N(i4WQ0o{MPPMYen~u-z};qSun6B1m^{RsLWctXV5C44!ha0HC-U2y
zaL${^{+3bZ8wrQ7<9>$B5o4WsT6yC=-DQ8Mn*UN{p-1kKzDP+`9GL#c=XQkRK=;Tu
ze@E77x>_u1f}0wcaxMHTv(RTDPLbDYLaOcKoJ^<!sIecMCc)*Vyf=^}hS?!&$2cC|
zc!b})quln!4&c5Qm1zlDHD+C^dgU=Yr5rAnTTVx;5vp3qbOPMH+tKbn8j7P*Y7ATB
za{52FU*;}OV--qb|BwI*00961B25GZ|C8_Mr=QPLufuRJ!)G)2YPay$Z{N2c!(%b~
zG&}Zb5A4^k+pFNDQeF4*8jAq0?U11DdAUExOWb(aIr|LPK<m_rgm@b(aM1L5FzDtu
z&HJ*}i;;lyny#?&JS0Fi>vv4daM0k>coPOwS2-pKm-Nkc7q(Cguaf_K+F~IXzNjWX
z+mzMrN_R?CQmUaEL3qE$@gJ)J!RYA%ToI!p%r0PVbpH3UXF1eIeiw`tu?`U!{?WJ^
zYL-r-yv1o^^?Y&P9Aih67u*0KF*5k)!t-o~gt=|vS3XX{wBot=RwLJ1VnkZ@J63pZ
z`5XdU0?iNqB4HWNY1?hcIuz`#wntRRu>{<%tmhUGKIUQIu(7>NPfRY9*DO#*USvsE
zp<=+=87n2ftXAO<{|y=JpLP5QO;fV|_FqtU-%?gj3!#4cn&8gwj-8m@{S3J%nb_i7
zN-s0a83?27R^RoXeMdi(22EMC*GpImX8ib<_asyCyuJ6y!t<j^3D(uUxFIfXoXG(G
z;o`XE;4uW1^#kgGH91li*PpZ~KXnX&R*whUuune5BaE8C-{l;K!zu@;>O$_-mexD%
zOUxrU1{RI~bexQUA%o0s&^=|1R15iGe{MuX7?!*DvN;4TLO`!M(mbt+LycAR-CY-U
zBDS9E1FyuE$Frk!cU3rptCT45I>s!bfX?=cRGK*k5?h>n)|;scrL(0=`ZDlIZ7s9B
zZt242ah8`qpYzXzS$jULqN~R^+-EzkIRYhNAK1x~b$F1N!+8@WAC*oa$jkY}K3VER
zow$-cCew&u%wkxn_*xRuEJQu=5dT3^xfG#twqqP9ijb|XfHeM-Oo^4pkJ-An<%o=R
z*!P8;dJAPHIbd$5?Czlk^ihTXXC<*p{?d$Nfi_X<s{719&foXO%A;Sb^w-R>fImk>
zM+6y<?)XXZ`3QdCvn<=CDz*iJbV4CQ<3kMBPd^GzS=PXv5OjL2deY)bV9aCDHg%@O
z+_y<~fN$g*b8C5H1Z2;7k&=J^Xcl4fW~OHo9LayebxRs_f_gI-0z650CBhq?xn9tF
zuD`Zt`4Z46UoxHUI{GRIuTytMss*Xak8k3`b08MLJ?1A>_7_m*RUAV_hK;dW=)RTR
zV)O(5B|0LGGzwCO$ws#d0<14LrC}HT@gW&Bg<ftVmZ-AY8|SIJ{|n5`xCE((c;-qd
z`YsGK-CW44&t(Mc8}8rzi5eXyVHx=2RHd7E?%<3sTrNrO&T136k%Ocf+FD90%mn>1
zjeT=yATlK%;+dewdYqXo<DLMXwE%orts{fEWGT2dhWd{sJ4+u`J-z<sP2F#<TseQ?
z13XE9I>{E?^Yy>HW|@;x$vYlBZy#Ls(qdoYp<dx;0ICo*rgShDW(z~V3>r|-^HlMV
z3O^guDBw;+`GIhd9cg~i9vPR<KjX8sqA`bsp-AG{Hiv0iko371N%>vGOrXqAt?t5|
zpt<gEhrU-<am)3noqcp{yP(Zt$c|OvoD*%CyVqHRwjjUz%*Py)^K;M~8e)`O+8RNw
zirMuN`(d749W6WavjJ<m0dJ@u6y@Nrt5w3LpOGKL{~40Vh^&}5B|a82%Cl1vSI{f`
zM=jldj!(^ynf6ltaqYP~a~0vW()I<~1xhtxrMv2`-74S7I&rliu)!VmNrpJ!qNrei
z*|N+^|1*EyaI+E4XgIxyYOn^9EW<C~5bw2m*@mF>q><^II=3p(Y4nnZ&&PE!n~4Tc
zX?;eFxw*-_fI3s>-&uTuY8ScxUY@Lpm6iVs$Ehqq+=L9n#H^gyO;0wgujh1A15lG|
z_LrB+Un%saY%oWCO5WPX^u0DK<06a-)^<+e{giD{D2IYpvH+9}F4q>$Z^p8`uV%?;
ze%O^gHl_X$-s@894M$7Wl{5c%cEqbJlzku)gtqjY<>T88EvN@^D|RBKW5;VXUby5R
zirJ-(!$zIr>b9=`2?I`1pIKDQ3J1RBLmb-Y3d}-m*DjC-gA7+@L1hNNS7}|EEvLBZ
zxZhps{A@{9`;)zBUz>Z`QB3|G!HdQi&OoMMtURql%1Q~a#TLu_w{~1QXgZ{DG;P_@
z0k^gf>9$o4vNRowDAvPJBg`+eOu_+NM~`!m9_tEskfKkCHI-Tucv8O-hGl+)Q8iW}
zf8_MjC+RemfQ6|9t}#V(Y%0Ws4=(gwPuuIAA}Ay9kgMro9DzJ)VX4I4SP7qf!6?AY
zp!B-;+}&=X(bCy2H3e?NSSoJPvqjr<D6eP#5N!4rzJY59O|UN#Yi|HZV_YDl{MT!9
zB6o?sPR)J3hb;oI1E0TYKWp-FH}50~`yg2O{0s7k^^f<)ONW*E`{DV`F<$wM(|#n@
zNV#Y8Z2PG-aONfS+^g_Yc^O+*k^c~Z9t{TL)E<`Q$hG#|-&YC$f2oRH(aNN<gb@Ns
z{N%TAwZ3_#?I-(r{WrT8=<r^Yr1b+ua_ilYl7*8u)H8sB-1A~UXZnGax@(k6Vi0gi
z!yhuz3eP7#h6>Hn?Px1|8(H-LE-rNsKIgA}04xTAf=jJ)GBRvCqy-y0R2Mb$`>#gH
zYP*4V(6zE*?G1v69Y)5`y;MvTwKgaVgs{EHB=Fc?x@}`x#$+ombwE|Uy+oC>D)e1p
zN!VF}b9HVdgB7p)LZz5XlfTdDEKkm*C5kHsr~zd3q(P7A@B0P#x}B+`{E4GiG+ao~
zAb(={%iV0Y&#JN;kZaGvd}2U$5JQnR&_yTWciOFgSLEWUlsd8A)SE!C8f<8EkuJdl
zcDRa{imfWENkHFW=*z4fagWmjf47ofP8xLpC;v<CN6Oma1fyL|R6vP`53Ctv=B@od
z_r`7l*pl}PwGe+UoagO8hICNPKjJGLlLKFi$Q4{2N2eP@NaGd-W^Tw-g=+XkWz0N;
zU~q9WC%8RZLB}~cR{Ow~?q*WXL(?>8RP3%H;l;b#O5L1KE{W=RgF8);CHow_eS!Wx
zF5>EGyB1=pmM=SX#LA!I&U}g-MJb^Pt58a<f9z`*=fFD|Fs8Yz9_YR%PYgcSEhbRS
z<e=HF=>*V4PQd|q0PT+gEMZka=FRP>?@SYuz-|ErM1w3icd}Ru?#{nTJ5pxB%K(@D
zq};*hV?~p1Z`1QCd3kVV;Pm@4xK|rn&2~Bk!)(Y}f8X1U6p+}!03UOtW^?eV6sV(Q
z(|?Q%UY0iSPO)Wi-`7iosbF^|1oJUBJ(6LAdRDOmSyPuv&|EM$5X5bbdN-0^$s)2G
z)673Zm2ZU}k+tyr$vqxQ2R&O{s-MLTUzfkhDZR1QknFvFbcR4~qZ2}~GDc^u?R0&6
z=s_f*8Y{NhFj>h(9D*4_K)DoSUv=KkIWQALKyY!HYuJxl_U`BpGl-si&WO8>9}0C<
zAdJV-TEU~R43pdE?5rtda}<^?f%#+Q7;!GK<!{YDfZ=Ch!ogjkMzMY9$Nyy>2cTwS
z!#Ihvy~N@c%9PdEYXKB_)#KJ(@77Jo%2CoqQ=y}~Zc4vZJ2=S_+y&_O?w=AFcVBHX
zWQ2nMcxc(aq6LIbvA4vZJ4j?YbfpJuMZ4n`=t4VZ4hPM~fd%!iO}+En_!abdJO(h(
z^`@ENikc4#d-$E1(gA>2(pSLE6c)gRJ%D<w3!6b<D8r0hMUb@J2!JsS)%#`C4rS-l
zWS~_3O79|d8Bm`c5=Fn3^UE=Ist#vW{r^P&aU`x$7Nd0BJ{(m2X+zzL(7#{Ng#Fy6
z2NPglmS|7_NV1p}KlPBg4${X}PHA=mTRy@GM4XF_v?jdITz4!8Kd*@qSP8p$Do^TM
zkC(qVcpe6|-ImO9UqR^&;-1$qMO(y~g*jq$js%EC3Lj4!$m)TlI@LPEDx1=Kvz}@x
z_p?N6a07r-Nfm0d>Ss$DIx_x~#Vtms7O3IPef#ew5FL~PUDU$I-Zio?_HTrIK23)y
z_e3AzHq?e;Q+(VO93cE`mfg%dkArAsTQ8q8UZ&>`xa-uaRl4ImjG0_Z$Mh<0{C0K*
zw<kXlCK*h{E8d#d#=j2~4QW!*c~tgASGr_|;iq;oTndAL+ONX@8brx7ZsVE1k_fOm
zhqir^tC)BHiQolg|5l$Y#+-V>hGX0h$gw{cr@^3>g#jHOdh6*)WC@u8xjzGjEU-87
zso%A&Wr$4loKP|MY8AbyzP%5>4U3i-4)BuIv-TMXfWJ^d5%hi#Ov_J|Be}MD+Y>U|
z(<CP5QX@(XuVFNeuftTmolkC!w8FU@&KPY3FOZ@>5bG2tp<yI3Y}qvD(2~pcP*~vq
za5Hf{x;Kvy^(O``>NovO;7ya|c3qG^kR&+?%q%p#sX`#2{EBgXtyg^KB6-4T?HIiU
z5x@Sglu_DF))g#qwa5f`AkVqDp<h64yl?J5Dfc%j+FeelWd9Qw3f;loB`44;WPChS
z8zA2|_FEtsC@6{zvK}3?UjwxXx?q_jBinKGdjY|QTK18XzdH2ST0Py(oK^!|>AhX@
z@n?n*k#Snkd2F)*dMpyR+S9}%xz*@ikvax@jHl!gxGBc|X5HY;xQ#K4MY{h;Tb4^c
z&M#>k;r{5XQAlE!^pOtt)P;(05K%>e{$WSr6Ftv<opa3x%Q%@m`0i96mjVDo7?PZ_
zu1Szo{0z7=wT+xmnvgx-)C@_Wc^}vIhB?7>YVrI{EB2yK=yM#&iYn4)N2L+M81Eaf
za!_UeN+q&X>P++ue~KTYYqG0Z>;U|5iQW&$TZS%~gSoRu9foGNULHL*Qfd&%a2$C1
zCS!wLu6EN(OI9Sr+%*+-)3wO%$P(-j<Z4XQT%tqwU1U-}q%(M{-{;cg&4$20_L_n~
zVgewU4w)ZL3Sf6fcwHcHEqP=df$}yqfXZ{UYJ{vWHPg-vJ4n0L?E{DAYt?@5a{oQk
zCUKGv!+Qn5;d;caiEy<seA9h`rVmI70WDxtmLN5{j3;F2PsOgH<WL&EqHU$Dv>WG0
ze(K)_c2sv7#E>zkVzc@>Cp!LUcGDLbV*P|!`Pgsp>S;fCA+S%|Q6b#@JJ^Rop2=?l
zg9MsV>Fpe{yzo?;vR{LtkWbeCP+n7}EI^y~r5|r4-k;Hv<l@_+k3KU>DphRlOLwl~
z2OrxC%DGFqxT%N@*7Z4*jc*C-j{KTSbMzp#tqu%%Xo-7K<fcORjRdzjhk`6D&NnF0
zh^G8#4KQ5t$G0(V8t}kHGovto45gPAHUP5(DJfmobg#vS#58T{Y4Vz3vaYGlo_I_b
zmxrJ?le-b=R#pqaTd;gdRvY~N)$t<#PHUeDbac+}n=U64e^Gl4{&?Qr#?W~t9dc52
zELo}<x(KxwEk&?p<H03VjX?P)|2u{4sF-`zpdDQvN%PhmtUK}OouZH+0FLuzhe7>}
zqI{!1HybIc14%UN>YO~lNe_HJ#%Hn7Um!r&PeL-O7^{G=b9>65Sam?U{J}26(TL!u
z`-py-xjp8zUJUlT-C$S!1LBinn(l9fb^VXRx2-uf(<(x%T-UA`Yj%4iO6Ju63Mgsw
zWNGH1DB8m^NWX$Gfa1~Aqw7EzL6od1^m;$;M&*TV3kGuXu?WN*`NWv=*RfxB!J)AD
zQI0U^C0`Qes896MvSd^XeP8biOviPU=0`>g8eidpfAj6jynjKzk}Ud^S79Hf=VF!F
zODLofq{@p5*al*AuTXhl`=7c2lKH+408-ej;7!;hzS0I&iC==?9W|h9G?+dADa)o>
zE1)<}{Jc;Ab<#tz8|Tu@SSUXXX*$A&d^0Tt$KXFt!_l5;g3icG$S7oS&fvZ}Pv_X*
zpQ9h2Z(zPV59ixIpP_fhvTzq_e-63$dMohmpwzk3xm8I5lklIgh~DUj50->?vn0Pi
zXrtc+kCA>K_tKmrg9mq-&uvB2Q<?DBszh)U*nl`x*DJ;L5xKdM0Z^}kQy0H=ee~eg
zyDsRT{WjHwNQv?OM<FKDMB>vs28e&=J(yM@Yu~rA-_(<P<0cLJ!evwn2PGUcb(MZ3
zM`hdlU>P&AH3}q|Luy27!>nl0l&lTTlg{lymQgNV%VMftyOhjzJf=aM=0G$8zT1tv
z;*D7NYLq1rt4VYu=IAk5@dpNRpORk9*bnb>a`W7rs+6}V&`7I=2EZb13R`<+Ru6H%
zgl93@7~ol^$VGI=y|5BoTRjKeWDpYXZk@Hh)+%7+(c<0WP8$NjuN0SiRgL84J(*f?
zF=yb=&2OC$2o<beU>Xqa(AE2(rYq5IfjheM;bNlntyr~6{NN(m{4HuW<^rVXPpWxu
z0B_|XQ*_TMto4}bL>4^~i3-3@{}dm;f7SzoWGLqYdZ=RdSsBB<!k5fRUh+*J)A`Xk
zxN7<*ZAs5XT@0SKxMja3l|PpfvDLRmh_EXpE^1ChUid35unZRe1kO&6(Yu80hn!HH
z{GOi%Clh>{Rd?%OcGt{Zd%b0q%?F<1Zd58Ik><)Bkx=@X8e_Oo02$+HL1ynzzH%Rv
z-@?hM-PT0P67?GEalNa*(7J=d6Ebh4l-{MgLcvq2Z*qcGN3{HTj2feV8i{6Z!9qF_
zS`BHs0$9I6!~bxWLcpn*l`>HUEms}E=e*l-jb?|M2L_KrcJ7^w=k<QIEXzo&tAZF6
z^J*<&mpnYfV(A_SI;gSI6Y#;2D|e?vQ$-TOi47qS4S4t62)Y?>1PAMl4jikf93{Td
z^u0D}M4~)8hd4V=z#Nv22J_OVGV$uJkKX3U^5fcS@l?3f%U_alYv3a@K%^Q%r;LhI
z$y>Tx32jNQ6eM(CY(3nm;*Wn8ah)6-M#gD+DQKg-P1N?eZ%g%1^n|Wz9fscXcs8Rh
zRK_|~PAklNNjv9MS5FYCj;nP3VCUQ;q9_V71}AFEnc#nmTGKD_Oj<C?1bP2`@Mj_I
zlI#NDC_?jO<0-V6_)+npq@y|^+_-=BQDXpI_)9W<N3M{C{KVuvK@c(>oCvzb|3ueN
z4hIm`CbuBC9+%&iua@lK5~!e^*@>t$(f71TXNMeT0|_hjVJCc&gD~{gd5##u2C}E(
zF$i%){3Sgp&z<=y?B;lZ`Z|9k1H*ymx9Z#MNxfYZ&x0ldTK@2q?_D>g@E>6mP!dDf
zDTBv{1466EUAL~j|7pdl4^)ztJM4WoG(;rY)nQ9^UEQH2I?!>2R|G(p7lo^T6=(l>
z_wo{BbD;wZ?(#~e)}9(qS})f)l-i$N-VsEPSco^DyAbzgA_ti=`L@7>S8=Dc3wH~4
z<_ENWhu0t{!h)-jiUm}xxd~xPOSt{N$pd|?wFPfTxCi2uOcnmp!Y?y?<@dWhRmyc<
zUd_eZ;g%OM8oryl?OLlgV&hN|c0j_j4kNQ9$;r`9<ktgP6Wfba@SVB2EzQpGCnV^e
zB<YB-qK?=k!}jHcU5FEw9zb-+YO3XqbjK*>rc~deynGMoCw&$$N3@3vRtXavnj~(S
z5(t<o2+IT7EvKEE6b#Ai_F0?K{{*OMd=QBay5P*Y`B{)I?0tqy_tuyeYHH{zTh9tE
z8;4r64Y8(P&zXGPPpKB>0_XBocQdYH6W@SF#rJ1hHD6aLa%XxFyu?t?Y7uKkOSF3)
z#>n;7t-{D0$#S~Y?52WnbD8Q8t)QsncR-!qf0H5;1Oagwp<vDadDkk{4^JPTChGdd
z0K)7GfI$9;p5LXTZG8D;Y|1a>hiTTem%(dqyiz#omwz_;;9xZ?!k3|G7P-qZL`#}w
zYQQsl<_p+yDh_Z);;a|O?F`An)P^0O&+(Y@s{>v0w`E6oE4NF9+9;40oME_tZ02ij
zma&@NhQgY!mKX;?E1?4t|55UkAqHli|0=f^e2BP3>5Js=>6rSwid1<#OMTa)G*fmK
zW3^g!A@uCS34Ig)CtO5}wPH~0Wf>|+)O0Qi7MR1d6jHGHY}Who4`u<h6+E+(ig>_%
zm2hiKU7e`ytq@N+%;9xp54#|Pu_=9JdYVInm{yHLR*;x|kwcp5AZj(O#*7gXUMN)f
zya}{-#Z8!qK%)2<!YYD5#M8Noj2)4psqG@jT67$6UGRBV(7LqdoOwp||5ltLf5Aev
zC)I+8w!tO|N#F3$`D~7Do^ou))IOz=x9`TTC)Mm?-m&vBFS(+2qpGkA65Kx^y3~^U
z|0s(Jy+49ePyHBSblUWI-|=s)Hv{$F9H9)ng6130<F5L?v8P(Ghco8hXS@a2_4~cY
zL{BeS*`tYjn4$PNP!+cX05_ZB*>vC<yssErY`swYm3yzY@w=C5V4*#ONvW?^m<hh9
zQGQF~S%d@4ZN>VSfX7?G3lB0M1^(>~vKR18;a1v10u<an<|W&f*qY`n!O>%wGIFRx
zHVI&+b;=?1wz9`;d;1-$z%^1Kk!iO{EGEC>HPWFf{ZgCoPXwsdr$jTZtDK~&;e7R5
z=G-5vMZZr)u)ci>eEkspS_}HL9|ZWQbK=xLn@)ahcGU@gX`*>pfoQA#7#<eaJJ)I5
zOAeiOg$(qlvUuK<7!!uzqms~_4`~jvMYx2<Tc#_imI$8!iJ-^UJ^O(i&~$TD*}`I1
zOPld-3P#Vv-Ncb5j?c{jbR+b&5*jR9ZUdh?L{;VOloD|?ctpe@sqb_=NEu>WFGV_t
zcDir>S{FkN9}BGlCXHn)GTXwQ53T<Rip@Yh<*g=UTAD6`9Ir{B5PEQL;mT8ZdUVTc
zOe+XCT1`w4?~3n@My477><Kq=P^;2M@Bu+#B)PRmNZ`uFuL;7+q`YzCyEz5`j2MRq
zvWZEuT^`J*T@r1g`~wB^ri)<b{R-9zH1QRKQZc%abrCf#GrpcPY>es1{|v`9_l!cW
z->J8XavsKP86>A}#JxA)u^r}^9R3ddDG5d;?)}#55As2xBVuYrxvb`WBrdo9hXhka
z4+!z0!>F7z9wBGtKZ!VA{l&FIBa{ObB&|o7hz&>YbHWYT>um>;U6veui$F8|{QmA_
zKDU!AG38CX`nG3?ZCGn@aU@sI+Y6i{2Str=Re;Caiy*m#v_gy6WVYvdIlPInYKSPb
z3`_y$!5D!FBUA*tfjs6h$ov`KBC@9NhAcdUFp8p=4x00mg(c%vw^J7goKbaUYtH3-
z^&^o8Iv2InWZB!n>`|{WEDWU8k2F(+c(YH5%u!_Be;tKE6cS5GAjVFyURO*DNp<$x
z7i-?<gXEx}k$Xh3xTIW%AFk)VKM@T)EN<~6Nvo!1g(y!%-I0f-R;u5Qh?~5t!}yqR
z%%IJIK^r3;X+-~3q?M*^2@L&9L!GPy0zU)Ta{8WuDx-uh<d{5l%lXAfi!+0R?;yOZ
zEwU1g2GT}zgY_jkU(RVoi}KK9X6<G>1E|6B+uBp<0~#db{C@<5@EdP>mj*i^Qi9OK
z|6j>p&2D4+-Wx(8Pzm-@Fkw9YG8c1_l^I7wg7FHDHH=N$T<z$JfcliAZ`75~q2O5K
zvTB+b^-C$pbm*>qD$KbnZoj0z%wD)#!azO%`_}nhz^}|U^1|p9rF5isIQ8}Vlk!9V
zJ(1|ti?qTnCRz$%-_{yl?<jFw42S79>@7)%er#xisPhtTQ9u!guEtxqAc7#JBmK^~
zwh{;?EVk+}U0XS@DS6x&;%~4te1y@fs~U-UKmQ?1e9%U91U-T@t3Ew*BRfP@5~fK-
zK7=#vjc0N0^zcr5O7C^*vOPi{INLw^nc>WvDw80!Nq}2$=yB0@joc399~O>jpz%L$
zL0M{9{*j1zr+2v(o`({zg-m`JFwpy_Kh#!3WGr$CW&Z*8jYktfX5`r6&%%g5gtKF}
z_uT7g&~W#TBlX0OJH6!N>%P!HbHW?^;)%!>$kwFn^*&gbvzuibc@bNR6zq$Rhc{p;
zE4P}>!NW`jz;x#mdun^?BkUr}X^D3@ZY=Kn7K`qIghR}z{V0zce<oDa6Jp?9y+^B+
z9*O*P<VVwP3;2rQH&+38*T+O_D3I`R5|38(R?ajGo_=q8)NOZ^eAG%?U-Q<&?5&Bj
zB;8qYIm8e$DH^KMYOyHfOY;}?PDz6(GpYY~A@li7x|pMn+PU&zDyZFd_E&*E$djaB
z>{K(IPqFP`EMyWsqUsZve<Ywb8Ohz%27X}C4>^pzL(OdLmOvdPgr##Q5Y{%%pE>^O
zxLnmj2|UTaMUB*X`kNWO+TYAm85cyqg9o&R-_R3&_HP{Kf1eIh<1ZA>+Up@s<tu5F
z+Z@V|Y&!arC?WQVmaSV?Ptq5Is3_Vg&wqn^Jg%?qq`|z@z%C3y`WW{tG9g-E1=wr!
z@6*_ywOr8nkIW?{%rHjUQq~|xzdR_@Hjl0{KUN{p?UUh|spzLKl+%BoQ0|uC`^6^0
zeCX*ZMIb?YSOMbI|8wmm7m}o`rI$iq1;lDe6J!Z4wU*^_EUosd_)E>ZSEv|Y)r(9z
zBMFmiFnDM0UG6X8!8^waNIAAqa*?>E`@S@(u_9>EfSF>k$mL01&F9RHZN0HFy)`(z
z1r!Oq4i{%z<9?b1FFU@7cPbJ|#GIppvp!4ZRA4JLSfs`{_n+~h-GcMRf(!04ag-qM
zUht`nX*qNZ9vDNrpvX>OYdNU=Mg&aKB4P%SR4s0fDzA5PDv(rVIONArW;X<ZB*@#a
zVz9?LY9|`skpv0Msi6b*c|A?R(NrljfnChcy>;6uVv67~6e^er9*?$Ect6U$gg=DL
zJhvUQ+QktVMT8agZ&6qBrr*c#S+5s6_qBZ-k+tLSgmOqZ#}^FM?;2W7N*Ucp4_dj9
z7eHX6P8ag~JD=vTx(dSNp6a_Tm)hb}wdewaD3bZYk3Co%z?l2`IV)w9vFj%|f^hM@
z)AWm#x`xwep7kWEJ4P*H{#AB*ZLY$>*Ci0`nXS{otwPURMUzhiCaYPHPh=>lc;Pn>
zFLm3N#_U>+exJ^a5BCh?M~&)HkJ4VWxY<ps^%t_B9TwgUJa@8KGPKO@F>=F-*Y)Au
zSsLb}jKbUIeRRG)KosHfbV5rY(4>~9stW1*2IV1jqz+~Ua-WQ!OBR*yAMdbj(GH=)
zd(7Ge(n7w)yZoEcojEI<#9{w?pTs9uLb;UM8i#W+>`TwxXE}nf80rY4@DZBS!wx6e
zUN#d9daJ_Ey(R9XO}BkHR5$)uLCQn97rEhz=WL=}PzE6@Op}%V54Q6e{nwo1-WI-~
zhIe5mClUI&D>4>6uE{He(CUUmm>^=B4bI(NL-|2z66}BM^Mt0I+vIr~2SF4HY5Ghl
z@j7VG2JwFwZ!@pUD%(AnN5tCoYNTM<!rkY@)o6|i%(fchUQcZI0}_BgK9)LurfOzC
z5`zF>Z9oLh2n7_{MyF{Q7Hz@~X#Z64F}9m}fY-d*B5Hv$TQ^r_*;Y6dwEKG}^Ydew
zC98a8abaLlY6u=sH(9gf+%K9K$1)t|rQNxf)?LVpq2+Fp_G|~tvnb~FYRBcorY_<f
zzb^^`@N=Eaul78`A-ND3Z4;#SEiC>rHDqia2kC9{rJvui`#CF7BGtmq0r5vS%u3~E
zmwaFZ->;17If!qAotRIfDR%k|nPO%@&u{}z{p{+1b>j|Txat<JEcD9w_eN-5f^b`H
zmsv-0^Z$?l3IGBC017n(1^<)e`iLOuAHzuD@)*eZ=&|#Q{u)gmIUGmGdIv=PmqdJH
z0O6B}(roWk!a1k(3;;JAgAwnTfb}q?P|=;nAicQ&S%dC+XWRHHpv^6?=v(9Qb7Ta)
zq}cG0tXO>aO`I~4Kx0-vK{J|C%Jz2yT+0Z5!f1k$t<P^55ox#O$v(9Qi$C;jBs?3h
z$(Jq@H+CPTcJl)5n{vy#Om5TdwgY2)62hpVOYVk*St4iEK42wgFRyZKY(vnsAFF;L
zfdWU_7`^tgO3`c-DMJ*K_>Uuydr2UUNJF<5j;h6btfQI75(asB>OqS)mEI(m@lhFi
zp6|3h@S-mEbW{}V_@d=85&&FymC-G;x(8q$x{y}#M~2UV52KT43HpV@BP?1S+hGf~
z(TXb4K4>D)BW^U+scdU>n)3W{>r*D(W)ldTFjS(nHr~>%9|%G#fB~2zA9Rs@5-GGT
ze16cUKx{d6v{|!9#FqJI88eI$dsK*8q4U8EzP6_5wRXctTS22p<1h-5#658>N(60s
zMGHp93JsUU<Q&(^da+-}$hc=K%0>(PpQbq!d@R0RA=j_NfKvDWCjWOSOf<`=z;}QH
z2?+h%i5YBG{9tYwe1Z7t*h4u6%((tKa<9nxG!w|R@EB=2cgw;VXPHV@%`$c@`L#DV
z2#*XebYJ$q-S_%<jw1gp{^X=Ht0th;_brGJ9yoH>ly#KtvQp~Ey4<@cFD_GD+BeZ#
zDcjr_;`D;Wc);36O15e_w$~HjbK&<Jv$A9*>*UFI<ylN#_5^S1C|?fe)P-!WRU@oD
zCFIf8@sD_igc)<4Btwx;i4PV7b?JBdNT#jYkd{sTB)x`<s4uA6s{bK7{|$xj>bo4k
zS2v@7YXe!dfT5$>2=b9&_|YF!GpO=$*iTRyXH@Fqm*UjyLxeuoRavUo`y9}#kt}$w
z!;4O1h-w3RXc?cf&ygl5T&=!1uK{yCGDfK(PN|sEIoPe(2dc-}QpNi^f!@9%{}xAG
zm?C-_Tdj;)z;ocv9b8|S&HZfNSC*e-L*ZiY;*VKO>L*7MwF=2xusxIUG<=Y_&2kD2
z*2M%%$fznY%g@8#jq3_KJ-EZ}CoMsgdyx$KXW(aQ;+z`GyFFAwlh-~Og&oH;X}S~^
z&Wupf(c0BV>MD(kIolZm6BVG<?o$tl<rI&s!==;&*tA`dO-hHaAcgT{mC)tA#pjIF
z5C!)<Q$#c_mZ2AG8{jQEPV<Tq&YJ~+vU@?NRm<dW6DeencKDDKveGqOmlG-$t`zJ1
zQ*)tWDKk^VihdfdGAQcHkP>)QMSet0dB5`WPg{1Gwg;~M*R|NT-F~0qX-v(*zprm+
z37e7fM>`%HX2<1-jeC}qM+k|;H)hrl5P*6^t8@bJ@g@?2HsHQPbKxWNY`f$$f%zKW
z2>(a4KOrmvtb48i;g%L#{5t3aO)$z#HRB{hIU_Vdq9Zx5(hbFS#h2VyHR5=$^M{go
zmxzSW?;wlIqUT}t)(@7aI`Cl8jA25jqp;{`Glg_@tWR|;Dv`lKx?=1A(+y0%%~D)o
zp=e_F3h+zcKGrSO)02ot=mC$9vUdTbc}|6q)JAUK2?Z-6GcT|BetjI99TcaL05nQw
z50FF18bH;ZEYt6|WPP<Jp*L%90w*?3B{xdU9t<udDRRNe@+52_R4*8RG=+U4pm|t;
zYFV3~>0>UCyd3b(zx}f!Qy-OVMi11bB4u>#T4MvWt)c2qDr+UBWCDol@3epNOBWsj
zwhT&Unv_U|gr?FcZe~Q@QEhhHjkh}LR=PQz@V5U!@8+e-MbS<O#&{1nbKGeajh(}$
z$?*qZHD&U!HUMBipT97apwJBR+F=?OV!+eiFEL_ukU6i8@AECvt`!jF-^LXhz1VbT
z2WZCmZ~soUGvckaC7OYgr>zrYo3H3{lVK_q<zH<kW@Sz#cIm6Y4Bo^V?8&}ONxadW
zh_Z$2JRPu_@VlyZD;r7L@Ic$)1o>GeQh0QdH}Q)s{S!@6FwdBzpRJmD2=Nk}p~I6j
z^Y8Pjs)$d|7tSD0(dJAiUn18hDd92mUlaBYTy57Rkazh}Q*{u2g5+n)(|RdXu&XRS
z`7^UuMWH7_%oN(0%noo`t7Bo*=^AZWF^xH~dR#xraL6L-7ULs;2;=#SbG+T6-Dz*g
z1oO{>N)|RoCpiB(QSKsl{gJ7)886^rJNmqlm69SqE2Nbwz&%z?J&?~a_7)QW7K9s;
zjv$Vy1?zvJOHec+HzQA`RpT7eghEu1iwMZQWQIP^WU*^)Q2CSSA(RB18w}xm=kJ_{
z>E1WaYYXS4&yZK@zAv1P1@NZ)nkqU_;gf;75=sz^Tb7CE;Cf%0yw;s40#E4uz9zJJ
zq!SNzgIJ4e7^&Pm?1{xdD6Fl<A3zcs?_**vo)PcEd57g_IaPErk9;^FU|lUIO1hNN
zBP*LHuWLffUiRjpdb)8X!Qg>0^fQ_n7aIt-0V1YzBcVR6^q$nzoc%OAt6deoGJ+d|
zf<w!F>Fdb7Utw0iT5c#oQ*Pc5$F%Z@(X~OnRqU4<GdFEjixci<$L$lJkA&m*5lU4P
zHH&B9UsJy;Skv6Us*|~<1CO@$y8QJJjF%?uMR5c<>RFpyF^Eoyy3X!mwc)d^YIedG
zW-_Qt%LZJGdx>znK>&_r^o2Pb{4995E#AvDqVSaadqU{zbv4^{cSGz24QPMj+YS#%
zCqDQ<GZ*TV8;cBT&?(VoVAjz2jS|&2J0{-SH1*X`G|1RlYAHFH`ZmQ_hMkT|sdzKV
z>;XTRFMctM0bL=J%RvBVsDx<dz~Kbe{JMB$;sqwar3K?;&WCphuPqkGusn3;sbFpy
zd~ZjaKaAnbzFtalugJPPzu1ZqZW+gZO)4fU{k{7hr9K6|T}#7&KvCE!`mH$<NYX(}
zlLkDgzdoG#QLFWAEMRIvRIo{_f2U?(ZLU4q9h0h-0+6Clf|7yI@X&|`F@P~-IGSQG
zo&O|AZh2ny%ZVU8yY?jl1LCHyRhnf<zf4G~75BpqI8Qea?pzXXD%SbNP^->Wb2_nQ
z8xFyIb@IQ_o^E6!**qpK0j!14mWci`+g){Wr*l!7?H+%PAycI@a#7aOe=BHWm1NKm
zmE=-`?r8qi;2k1re_Wv?86PrWcs46ReGod+4HDVLwiSY6W(d7f$d#XVn9j6%4yT4m
zpGi^+n&fmj&0Kj`-d-}D{30b}CdeDM#(sCN>&Q67{-XLn)>3(OzhdeY)Ib`KHRSAQ
zM|58GVy*~t)_8zT3TMS)DS)b9GpX1X1{!iH;cUmZc>Ym~%8&kDk*N>7S%N24b&k*^
zstQW<KL%<jsRQPs$Mp`vceBse-l^|Zt!OV$ak6O~3Ln2oHGHMGbP9NudFrG%>DJj(
zqK~;&Fgs0JvTfWB+<F%X#J85LbD|IbkN^q*0{{RN>;wh>ljrc*>+QF1wc`6|+<x7E
z{kD(odi}IcFRN6)ZF7B0_tS9Of(V_dn-zZ~mFv+hO&1EnRK0elkphTnMBhz)+A-NQ
z#yuvAC!mn=8q->YZMr=HPG^L}v)-gi=`Bb#h^G@+6Vd&ac?egFwzQN|ZdY&A0h!_}
z9`R`W*#&rOYxkw`Sc#j4991=i?+&&ky?p%)1D!YyQhauStMMe4<&4@+>)=y6#nB}+
zx__n~ap)veOZw*7=LQvKy<{n?$`3qwg6Xw*$aA}pYrk9~HlXjmP@i_PTnZKu6UYa2
z91>W3O8plBd?vK@y6g9-H`1q3yQ#|{=|L77h#e?kzrTz~HNU_7*$eZF4W;CbDj*Hi
z&=2Lo8N|OStHW_sM}yD9Bs)(EVAcbk=X72kmWAZ9R`^XJxFRm{e{pH1i;z|!n@$@H
z!|ZgxiOSFDSxSF4*O>OvM7w`I2?UyDIGYm4H;(&hupN}$tiXOY1zAld3%?E|6Os8%
z(U_Y*a5FR4##3$ACJ}St(+=YqD|K&>g?`*l^SLkt?|+nSVhNB&F7uy&d8?BNiP~A4
z?o4Ax;M_Z(^1G-W;ld%M3FR`ArIbD)=fPdslDkc@D}BL@ZUxu;o)b_CmiaETe2>uK
zrAK1W@XV+T5;mzZSx`ByJ%Hd#TsJD$r=q<DncT)#?idSXErV^7Y(85tgm!QyFJX0e
zMxy(EesP!k2t}*et26yLyf!lf#9j>&>~;uJ>3{!D2NIGfmpIsnk48i{W{MFhFk2wg
z9`<ndMm;RZ0t8OvWEig=G(L=2E*zkHP2(-UarCQ^w^|P@CXn=X_N|-|7mpjwJg)4X
zyIZD?dJ0&+%(q)h!02~%*U`SRp}p-=jFpQuQCA<J2zhkMH2(??Ky|bX<UK?!YxD4T
z-MFXhqwl^Gd^gh0S+(jmZ5H^a6yrJY-rqP|irwyh@v)NRf}(FYX#FUJStGitp)2oR
zp|LwM*2`=yOefvZXW2f;gK-7glRVU+(6<^Ptdp;(*9$7#t);?%SmzHRBj~|D*yl$v
z&qMHdfQ4^kERUsQ$4^ny$KiC~%ro_U(4bL&Qww=rU)}ZGzXHJxzvw^%(N{h~M1QS(
z{f)fhwrKT%`GHp<>CwaBPiu8&`StZKAS81!OY;?K7-pSX;pl@SpO}9cS5_eE5#p~A
z&ZUMJDH~~I^PEem2Xgkq?uBR*yud#TrcLpeHr2Qr!86w2nI6hT#c=4E1=!Jn)ZR;l
zTlmWw(_8b+(kRFE?9$+_4m$)<ed}5l$DC!N(N=oI7XYn*QQu=H?x}5!Z27D+F7Qf|
z%iRoiBLrEJ1)mFo*?xh2Kr#MDn9a;zm?>#z1UejnW$#h>X#~qragqfs(&f$WyQh30
z=(1Xo_$<xm=sGYo8(a4b`DNo6NkV;Gt3X$=@d%0RNLJ+{&1+Egq%`fmr36__9>#3Z
zPY`wT<noLHFJ6v^yNHjNv)l3pFN9(imvSNE&)qu*ZpXLLs1$1O)ed<Qw_^Phd?h+z
zELiQ$Fq=E;#w*n{rAXL{w4VMo*&{4uK8P4=LAEhj7lPHB&H#5##Oa_W;slVSmDqzp
zuG$iEbe3GqJ`$$o0_be2&b9k8S54K4fFKX3EwvaPRPc|}LmY!6x}D>pqf~1<^YES!
z*f1*+T?4D62d5tIAlfH<XDFsO0w(L0P-!}}g%e+EwJ=JAqbnLbkCxP}zx)B(67NSX
zecLrDjzN;Oi?QOmhh{XL2l2j+l*5E2AvOu}m%nnBjZ(`e^9&<+fnuYh2Na!K_HA}W
z^WcpT_W*JP*-p3lc*HFT(6$cx^bo({v>E3l^{<K<rooi0G=-V^$0xjt0*%nHf0!IB
zw>6$2HBRaVh>IB`F=D9$tAR&<JzncuNVvj<l?&4v{6(-Y-s0tf3h-}I`=EjnU#+R~
z6y!<34ZB$zz7)|nNeyN&3wDA%IpC>~bkhG2hA*%t{6;mlCqxvZ(#$8f8aHv`*Fa*Q
z`K7J-JX%&9LQbpz^h|v36TEp=zb)l@HgFu}5bs^TXG(!lHjFu`@FcO%0bentFm4z0
zc6xpoj-<^7%i7m)R0?F+T_TQ{XlM6Op}=y)NxAuyYR7B8fi$9+ZDNw73gmAxkZ&!@
z1Fi?WW*N;N_5dS!O-e(bG+d(>iZMUjQsLOgWW(u9fj`Zu7H|;xe4Y))J+Y9seUKIM
z1$os6?dYsA&go<{r?mO+ynrv)=tRBOLWNUaOV)ufi6+(o=Xn|W)4WVKq(yXh(-bRD
z&bkG}-+c++Tje?@U_~A27Ph$OMp+zYw<2BYbinf-wyeYbIkfg=6@P-S^s?S+<Ht{^
zeDFrs3&Sa|?{mgWIkTil*lK<3HvHEKnwm3UQMwV2>RD-p>J`{v^FBpPNoHgMtelI{
z&T71Xz+g4d9EI}mSfdfFE^9*Irm2}%_hu*96y+nbr84caUg(w|5=;q3fySf?Dl|$(
zhy0|2)j_b~GRWdI6oPRKt`I?RDNBL2k<{Y2$J_5^?7$$BxWE)8P80>(@j8Rbwcfxm
z1)$Nyu~-rlW;O%$@658tC@pILTeUwQ!ZH0(!=IT!UWtr2^!!`D$bMZ!f1keiSf>lD
z2J$L)p2-jx$uf+#nllrX2_h3-M#eNnUsj4GfO09@h!C~$vc@qP7Vp7tFy9N^a@JL;
zXOb>|wD$tgnQ>@z9ViAb$5PbG$}qa0<WC#5=Z-14H*ONuIAjfzu~~|qJ(loU=4KXo
zB053*-8N|chA>w-Ccc%PoAQAOOsYyW;>@srf4pxWVdz)F>|7+>0)~ZKg*GIelHm%_
zoS5tOBi_=mI8He4&?imJuT`W3QESV>Ib=c5po<k`!7}&%Hg{mUQiKPL!sVrSA$}5E
z5Fh$#t5`F7`dXFI{7iixXHzKEIdez{?E}wzWp{qu-s#P`x)RoLh&>jsdR@x$2JW1(
z2N>X#Iv3^P&;?XMhw+{hZ%%Rcy4GcFs7EVL0t5;h?Ot!k5^K7g!t4T6>>cnBe$$|6
z`EnLvLi8J<ZXt_V6#GZi;uTgN0;H#M?U*U)^21~evjUQw8<PB+rGq1NmspBuFp*|3
zmE#$_6!Y#1(#dpIJDpyD_3zgUL9iZ9Vad~eLdOkM<hat$uRWm&sei$>8uZ=x?8Q|8
z#NQZ`M(`yq3rufCJV)(6L}|r!v_5DVo^O@FgyaZcW2s=o(J}5%uwG*<vW>AIUEg{;
zX~TMe4|3U6d%!LgZ`25?-uNhWOuYp-E#zAAUCyFq?dZ6_E2-&>KP=A5;QajqzDvFF
z(Z4lM2j|~c$#(qoU(Hd#ejUf~=--Bi@YR6P&_o>HK9#8iVT@{1e;W&S9z9?GND$O3
z`xlxWCL=4EQVA5N-fit-j9VC|&a$!y3M~DB_Pvf{!+v={ym&MNu*)+qT?@B{h^Lz7
zTCI~w)-FDCyizF4S_?i&=CvV!@(q<_P}05NQnaLT_EdIes!O6?!3Jv5@wis5^m3IA
z&{?g%Zk+%d5Gbu@-)HSqSNlBT6}wDN)xhL0$@bn*L{6RVFQ;N#(~y3@oM1HWSX#mZ
ztiDcmcm=tZd5wum?e=ahz9Wwqfw6)nD&z!n)|lM^-tVPe*%YcecQQ>5wbBDmrzu?C
z+iI(H)HLMIo5gfDN(Tj!e&I|9?@fF<=aCsxSvu~g)t&P&gE86^DuU?moj8R1IIWEB
z$5lQM>awJn3c)zeDHC|+=_rIIm84CUx35lN?x_1?KO>95&T|g!d*&mrna|_f%T1}p
zbz`b_3cJ_G`+(&{ag_v&PvG@*h1zmb*<&0@2^?9xlO*%yd_FUIV!qhPx<lo5ahNLQ
zKxpfJ&o>tF1zv$UxShu-Mf&cM{jHV75v_rwsXVbc$t{}ub31mdrs+PewZsrqL(t4{
zk$Q1ByyI-IzhYYPcF=%+?@;S3b4R#bVglFv?Ij9XAwc0RCR99v!d&P%&<KJ-a=^KK
z!Qc%%cf$%<polmsFu)AM5={1xL$D}cpe%4ItvM7H(s$^KR_m(hA-lGR{v2Hfjh$Jt
zXsYQX452=;1jK`L4V03d=%bFj_9Qt6WaokF3@?YI59>3S*p@5AK)q-}J?Ns2ZjU=k
z7Bt@&L@!q}yA;KEKwWZU$Xi8AJJ`I(ghJ5O+>8Qo%o8Acf197^>*IRSq*T5L_wfe^
z>a09*6eAP~@*xrO*yGi(qnzTc8v0<*7J-y=Rk*n<1dW7(Ah;>r64?u_!852KfO(OH
zdd~auAN__?%wWb>uZ+OnG8|=lKOC3_(M@#@WHmFTG)OJCAB?2@eih=hlevr{kku$e
zn><|}|8wfYgSMRQ6m^4f2v6-MilN3=BJqT69T{}xV8&(Aj>HM~SSb0!FRAN5d9}q%
zap!$gUo}+SrC9g}8P%wY9LcTsU))F=ZCXmH`s*6_-<KVby<natxOkLDcyj8bgkP_T
z{6v+C$W=HaUSWY8JN_HMJY{js$aV!cs4Uf!xu8`8m*7I35==ZRyebcVWQ;kNI-MqA
z{#)~<|0L*rNDZJhgj~A5z{6BHP*y#TtfL+)KHKb$TOf`SifI-Es`EbzF1-4<L8d#J
zFF;wAc?@p1t;Ofj)RshoD({-F*2bq)Sfyg>!@DxvBG!PkyLIp9Fb6jOIy#>xe(wB~
zVfFR)iUp-M`|Fh8UE*FxW9X!y`NpWV7Z&5PESBQr-$bG&%hE|TnMN~qznH#qn%?6f
zRx(n9kUUAG4P!hIb^%W|IEJz`zzlBCMLuTKAt>x~f?+c@urgq_Y(*Js9!3J-11Fnw
zTk5<sh5k$0<_b;5kXigaV$>^zgn$szH*x<8Sw`#4EL(jq?}r?xh2uB|o>c_WOeZ`y
z!9Wj7H%#Ou@7k41`yR=!?S-E#0z_W-hndW0?=#`JvV*Y0wShOU;a-x!;W_8pSZqKj
z*;)NXB4N<)W)dF5|8tfLY(#b3MxS-e;Z_qn+OMCkv%F&tnh|m>mDBe&z*~V`h_fEs
z!VcmnYNDBq7S6<W>skiV^*%RF3eEwRu>F$dJ8WXqdiv7g`n3Z2^tJO*<Kd^n^=WPM
z=^N*zN5fNr`1QBru>M70;Tb=mz2puv+#{8$BOmfDX@d|+*Cz~Wz*?kV2uDrg=gy`g
zuQJ|vt4vrQvzA7nJKw<FtEDbV-UsBfj18s$VHf&XZ}LfV&@&E!S)L>*bN)%HfbO=B
zt<;=o+;ir<4D>oS^Z+X_bb0rbtL3_;%gujND@3guT6;7SAVaUOEE#pi@Z|DQ175t-
zKL|x+(o(6mMR2#_a@b<sb4kGCp?&tosb=1Wqhh>1&E1io?$-q<sDaS^vr%IkC^Za0
zHU*9|(GP6f{PNvJx^}T<;@;b8^A$;#X}ndu@`s0!hZP5v257v`TnfT>)Z;F&?`27{
zr~Ei28CgV^9&w3fvV4)(vY1v&aPkx_m5XyK7H&(Np!%j3KJG1J=;a5^8vkOulfZm#
zdxjK5Syr8lB5>BPuw7)@wRentT7y60B+5M29`S2hLfA9(yc<u_N*%b3>@M{I015CD
zk-wohLwJxw^a0D43_ySAEf>)~h@zFGBD1Dsw~J^qmTXIvU{u&`RY^x15D3!xcC0}%
zC8&ZOvPfYKzKa2Vj<A#TMT_pP(4o0pXlm{PARV9gMZR1A7RyA!TJyMiTQot{g&3Oz
zjzmQ(G{1f-ozW*f)zf-Jj*WHA>VC9FNX0SSjkxeuq!q#O8>)!?c!5MHl4I`^KHo8q
zitq8@mIIn>R`WpZ2@P(IedK|kmh&0TNk#{En}4jL9=hr@Fu*=Uo&ynL(~bWCfb!!N
z3=FKd5+weRjlD+&!IbS%U^oJyo+J)1)3+Nl{L#r9?hxD${lyB7lnvg6cifA}$o`zb
zfDMm18Z|BQxUa35pQ-aW;QQH$$`(L}=^npmH!ET2H$nksQ?$QBly`Km*BfOgo<hqI
zy{#sJSK}e_QVA^gxg&-N9p|4~hNV5;el5pG@V3<Ki!>`EycrS5>7s^qv2`{Ocl%qI
za#M88hf0@llIUa_+I9(&ldNNY>W>E4eG#2f`d_Ql511;=1Kx_9OFmt42mIad)z!$Z
z{LS_}E3;gcqep2BL4Q@!J_4>3ZL?VbR^A3a^)O#&0d3Lupy)%-7$;wBH$n4X#rAN}
z83Lc-M*cw$V!R1=7dRyv?FB;Pa%dV(k;&iCuoi29mAeUjtLn3OIim97<cp~k@Lu|1
z$G@dP#bHLQku_fW_Z)3<%L&#Lg^+m=FWRuO#-EkBA5;ZjkP5m2I1EJ8uRv?Uk@CJ*
z?w2k86e{c`KS&4Yw4@?<C}DPjE4<8{C8$q92tB{#UY_dE^lr(=Mm6ku?Cu(>$XFS9
zrRMWbd?uJ&Kp6WjD1JfW*6nZcZ(IH8mYaKUZEbi2t`sjkma`b&#vUVznYw=PR^ctd
zzlaRX-8vz{mWV<o(ppAgsa{Cml<ZT%{FL!N-}Y?Co38Sd*Mv#nZa9>XFsvOT{ci*+
ze3|-j59`38?4wJQT}9!Rl=*VdjM&g7xOh9Rw^T#&j~)?i0KS&uMu^FBD$MkKgwT`)
zQjThkCBHO6&Fxse62tj@TX-BNrH~jA^L@2?RA$zYt$vq9`=wF%7^Q;nx?A!sdxNL4
z)kFxOU(+uBsl&@1lAI%pCZGX_yHhmVc+$gvTJTGr3OG;=SA;NF(z==bdYZ2m><Uo(
z%D1NLaW#eZl6$8@-&pQy4KpEBvZBlo3@^es7>$G?>X&#Vz#i1_=|@Ru5U>{iXs&1!
zcE%^1rmAF$%iD#tyqwJIw(ae*gcxWByI=+k)O+=>c}aFgyzf<0hW1J58R#iJxh4vm
zARBfuP>2d6q<YTU<dVy*-H6VM&$2@ZV5Ltg%n#8&!DR3qKLR!ZUZu<yr)Q(y58U@`
zdcw|3XZ$-t<)jj@nwwL<OLqN(Kcl!b<ey)}+X|GeY>}=hIjp*h&L0Fjj~eiEMyG(_
z5wH^%@*I)TutAL2HzL0y{bUUYZjK=TkN^q*1ONaQGXw?ylk4!%Z|8E~hJ@dSwde4=
zKZT8bw;%7<41U{Z_EsOZ*ZsPPA)T)uqbkJ_WCFQE+oIqN!q$|2@V7x_xAL)jhY*_V
zsiv`$=AwZ)=`l(-aeAPru(D^wAWOqqSSz(tNfjGoU9Xoix9ACkc$twDWQ?Vpe+b;W
zl<L})N;$RZXdiwqrpceP|AcE6#8+!IME@X^{N#@k9?KL3j=Prf5XI2+>@^|B0F?6F
zEDfW#Q@(Zfw}Y(m?_sq2iyuTsf00#2ju;GJDS|7*d-b%37XJ}b7zpN?rv(Wg@Nl~<
zGkd}=ZypS%VtlGruxMefDU#C@uvncvtK|PY@pq~|y?wcdYT;Erl`Y|p8B=c57tMJp
z*Qn77z#0c1Fm?Eq`){(R1>ncop!3=en&W%n8YD&^45)Z9u$r)yi{c5Y(ao&#O$*r_
zbiYyQ(H_G%h)aCONCj#l%}PNmPsD0vitubT>A@pDUO#mN;oKua{-VHv2>#;l@}*Zk
z?uqAlV7tF3RFpY6$9`fQ@7wTB{otp_rcS3TDJj-4h=qss^h84473$u4S<?F2`x#vD
zG_PUZbC;g7P`{Tuz3GVWbdR`=<ppP)rS+y?EF&e>@4gI{uh9W2rC*WmPR_jr9FR4p
zd3qQsWDN5e-b15wYq_u+K_RGE*cxzi3A}>|e42Yqy9e&w1>T|>>n31o!`6gGchaKh
znn3-ap8px`+_CB3b52v%$^8k=3p@_7&6US%7?+>a`fegfrHI-qU#C>##|YjoN?ChR
z3L79}Uw5j5;?=HY*LYaVo1~7h(yxF%A*;nkUm3k0`@zMrJb0uZDpb((m}s=T6_osX
zHq!wa_(>*E(Mp4*?>H3g3WcUPF5v(=^s#g_pfD0bRM(0Nx~uP@Uo=asI5$%gl54Lf
zTS0j8t}|R@JUQ(L;0z9!)m$p=>Jdipkn`945iRIm%)=u1e&|mL94hGb<6iA#%)HXf
zYTetmt{sIaiJsSqz_;269VM>-9P4`Z?mFyuzcv2|AO~jnQRg8!Xg98g8b>2eik$+0
z>SegI_$Rt68&W~p+@n~x%DaBvvd~+NikAK0lpFJ7f{M<|HO`K6XhG#Uf=Yr{WLPIq
zBxu=)zntAB+TGxMiXTiMO#cD)K(JA5ySy5#)8-!bM{gn!ti`CLZF@>Rq7i7>0`5U}
zA&>x@qQ^6>LYocSA!yz{Az>Z&wFL073-6|Hin@1qB$44c>D3G=P9zY^Tyk}L1C;CO
zyezAeOsh!3>2+PgfeSj+xga69C8!+4=hw;>$y_OU7SUi;78zJ!nJOwt45;GG91h}Z
zMLX+5Z+jUW^<BQx)T<f9tn_a7&{ifCgzMOc<}dH<IZF+8Vc8p0Da-Cg^H$NbG$E`d
z1A>`0bvVM=+7>g|VHwTZ(1?Ws9_Ss=!*I}F9f|Zf{~kUAiPq#nT5(s65_EA^MAW-f
z#UhPn{P^f5?_7e$2x}rpmAmll-bsGi5A9&KTwMd&CZqyrE=MJYt`v&;E-sXXnXFCZ
zI4B>$P7<(GxS+w><dawuPZsq`bWf#k{>-*0S_aVC`B3AchNIp>i~33uCD+<i`o}6=
zz@hKvVZN3kq4GrKfMO70MQ>(c|3p#V*#cX&`4S)}zR=}`2XcL6W{k&NUB?5?muTDs
z&5Ke|n()nYre97sNo0|I1doX_GP)EOq>uY2#TqRRls~%sqU(~Im+$2Rfp0*4t5#n(
zIia&zF-m-SD=219Crn87Xqy^X`~sMz{ABZ*wdb^XBa&^J$}c!X9l!rAHF^)hww==+
zeI`lO<4m^$=ZXh0G=61>z1=jct-g=T55&#Gx%komlEl6UU&G5cu_5S^^D2pFW-CBE
zpXr!2{n6)@HMnbap`V+e#83rNVzsgwPsm3XF$1Q`rpjGFCH$I9<)(SWx5Ln6D;aO!
zV(bEtluNQeM<2OnA1BSLv6(88rMw+E^o%c@ndQW&;$bHVJx?_5qAO>r1&TBhK)%j^
z|7tu|pt)hQ5cDUs5pb!or(!c#8@-$gggagsw&33-mlW49VIVL)4-Q5j@La&)@pm(U
z;Gh}upm4%zHl*z&zu@ONA5CoTX9?I2(UB7Rvgp#CxK?AfsL(vlINA|Hp+8XAntc<J
zd~1NZP%}CwVwnPGBdbUjbh1z0hopRZ56P!_-&sEw0Afm&FY+E1WFY6XLpDm_YbE=?
z3x^toL>OKw3301M6c@1xZEFnFiXX-8Dm;hj1;q!CQY9EQiEW@5lS}5FOlL*{t=X>8
zP&@2Xzx@In<b9sdJ2}+jV^0W}<I6R&1dE4Gpzy`O2W_}nHzrz^{B92zr__O~L@Ra6
zL{cshT62)cEs{SNC?rJRYG(GQEY#Q+=V~}(=L1o8#g?`k6RDqVTi2X^1**CwBU>cN
zKPoSbja`w#@ERG;QmfEa+KnvFgKl27@#)dA6!D;@4dxXUo_<_3KX=FD3y$rGm#e_c
z!ovwc=JAmCqtBzqx%!b4d)7<Js|Td<2g1P-;x0Du>$ZB}(Eg|r<~LV^bE`(-qm&)*
zgDdekoM^N89sLB~4&eli!5b2If1$LRP_3tWs&7BH;0Mr`zew&rMrl)vumlpM6xq+&
zKr(NQ>aSoNU#sUN0fg^<QU{L_^I~j#FBUpZVY65`e)d5u`rO-lD_oAz-u$rT$6)+-
z`e?;OMKwZB3*5wh#b6qT68G>~{R3p~Ujij^bLXrh2r3;?A|7Iy$oE>8ZjN=h3T?G;
z)OsMg+vZ7j@43e6MSvt@S*_%;${}jmADS82+4q2Wk!2o!VP3l4(p;d4^wQDQ;@pxD
zH~#V_`Qng_TTaxFl0Kfwph_rQCq|GSP+Tuq8F>oR;~PGQCiGNo(~pWCLOet-gd!D&
zxZ{~eM;M!`FmFL{Ilx*@hBTxRK}Y^}up+@0v~lJ-lZv!16enaNy?NxuoW^sO1C28Z
zJzI#NRfC!R39floYxeOo$$VlOiUe;!9kK;m2L)Owv9l<l1*C-PcMDbFp%ftnxk{d=
z-lcDaPQtGF%Gk1IWjJs<L$Qpr_8C}iTj7RI%%2E*ISh1Sw%WdG9NwgsGWOTKYzo<P
z>4c!}uZZbZR)>kn9$8u9Ybdkx*D|CaP;fi=mby>QP1;ml<(~=r_2=iQl-8CqSB^KN
z=+0^!a?+zzubpREkYk#`LO4JZF?!mqBad3@xLmLyL#EeGuoX|di@J^hNr7L@6ybHi
zE6obkN8E8f@^`;o((?l7=0>Bquvt1j3ABpT4*;OXv0&nM4w;rKiwL-A>pamkSq8m-
zt3Xz>V@mh|srMwJ_8$0{MC}g7A@o$CiHs&J7;i>A$JnzIO;kMpGl}$GFF#59ztb66
z(CHmCAGe;m=&Y<Vk;vmaT~hdE5p*gDQlL)v*bo$*Hdfja7@`)nS@<`cs@al`aV?Ga
zE{!8NrKY%(S!n5gI#@>b+caME{s~ovL6ohRgJ%5kjlUCg7=(C?m#8yaaG^>*#P6!G
zGKrVCp?DjKlP>*`%1jIs7Sx=w>ZL9o=GNCu7jT$DJSb{*LSfHL*^_a{P*BOX#qjXs
zLn<rLrm3&6T=grnpj|}G47W5J5}hk;5hzy4bP3SRuKw6!s!a=^c|`aJ-BRf)l0f+S
zKs+ty{;4Vft-R2hJZyK)q{ODg!-A;VuJ_CC36BJ#lLR!jWDYKPithM}o0(CraMqS$
zNJGft-g5GuB{chtV&fam@7u3?)k+BfW{;oYY-V4o#<tLT3L>5$8#L?2xw&ynu+9&H
ziD3iR(%pmb+20N)!*g(G5x<9~<I()}=n#C!08;xGt5!Xji_4;oYs};4`l_L*t5UnT
z8#89!0vC`%0);(QdCz(71kuY;D*_Z5s@~VR#>D3B{?KTvbiO_LU_heV2}XVl%j=ky
z;vq#L72c`UlpK;qO+-v5VE+1TI)~6c)$zSEU-3{6{`06}s!!T6UbN|0Yf+^Y1nMm<
zdXW{4y?F-GjubnWdjX5?E<18D6Z{|;3oPGfy7~PYRAY?D`Fsmv*mdj$i2k7ySKl6%
z5!KN*f$1@rH&#J_kcz)OLQ-~}eW<m;YL-y7!yCO|;J!Tp`I=uQi~RQt6XDq>!%O+^
zzn;^8{5ntJXYlA>hU^@9_K<h384hgo#rNE<`Y`A;l2D5s*Q$0(cOiThhM?LVu_)-X
zV>*0=EVv%S!JV~$$m~~^*pRK6^9cRtH)@<X_G6hYwc?Gs;cd^phaCsJ9)2Vto1^qD
z&)+xtN_uU-pF<#q-D2|jD#k?qym?5Llb_?SdfR9OBm7v+Pt4Tl_omPn=87tfvK!_h
zh{P!zJkDKx6n&WD_4MBueDTvP)Z(Pv<_~**EPF!j7|@QTgQduOcFx8{%{TFK((y6I
z{9Op%9i;$pJb|_ObHE2nCnW?q)v?+Pv=zNjcA_cS;5ZqoYXrr}F-LdL7>=g5MTtc4
z7j6j2GIXi6u~x)}b56r8{3)Hn@>$y>QSGr+za+~=7;E~!9wY=j5?3NVYv_6LKw_w~
z2wETao|C@1u2Ue9!~jhF*aX^e5Q{Oe1Uh+l^7^I+T3({ovHjR$t^UG~h4Pik=UR<$
zOoufa^rVX(JHCXYF*ntZ%oRIHK%TvI8-y_uf8~`UwSEUS-X^Bhe4UOCU?-LS4kSuj
zhvjjDMk|};wA1H?`?fG3^E=04U3}5&uG#VcB}-lL^9Mo=^JXHU?&`GUdOCJv1}DBJ
z_y8Md<mRZjg;n-x-~}H8*lM)|l($(aqO}_Sj@4xzTb_E|c=%CX#iDRj1-LqQXKxrS
zwi12|Z0^S_6`PYWaSva1{bRx5O>)_h!^;v|k{dM{4|*4&7F8OKQ>ZJ3xodjuw^#WR
zIPExh-rXQD_QK;FshW=5dq>j0Uhk3J-_3=BOmfSqB<rGDN$dF@bdJ$7xF@J09pS3|
zv{w&^?mJakDDl|!n>-zl&B>Tq`;0VK^W-i#NEu^6)GNvlmbiu5WgS8pX95uVZ+PI@
zvsiO}sF!S@SL#7cJo7j=2aI^XKe$C}BG1y3R9iyKcS%K91gY_&ME{2rx7RP|z;&-3
z5^ka>?|~DpfkDm(Y{3k%*i*)7L{9m7j9cy_f{8WOv?pmP!{m1O$rDOVvvTF)&u2PS
zosvdfKIYlY6xGavM^bxf+oWw<gM%$g(-Nmz11$d!CmVGH{KA1-Cp>086Mx*U=(>IZ
z(`y#SK*y<HMq10M8r;qgl64%5l%ALjz0&-W)PZcFD1~5{sU#7T#>Us<Y?dA^{MBfo
z<IB<+7p#T;YDX2~J_@c<^1m?E9h62#G&13>1qT?fTT~)1vW-tc-pxilS#GykG)B0#
zHcf3>(SDk_M|uO9s{eGf0daE>NvRkIrY0xep`!uzcVRSaGY^6d!~XN00!J~in>E-d
zk%-@>aSYIdSbsO!=L#^ApR5MMdaUFJWmVaLp8&RD?=TI<PpZ!<5wM0c5p=%c`l}Dr
zllrTl)21;#Z6iKrKenU3ojrr|U2l;+@!M~b#)?VCJ)&85A6J|CrDXzMvJ9OYtR&Zk
zTBkUHYepY|8d7xGhFd(k0!zGW2FRvU6k~hJ;xqF9G{D@-l)~^DkX%?`llY#zUK^Zh
z3YlLslf~)Wwyvwlo2XWpVPyT{5Hz)!tqtlLB=ivS%skOi)L#{QeZs#ljCXoS^W7PH
zB4E94NIgQqwG3Xf=A^oF3IRfBT9=uuweSXQ7@5&tPK5JYmZgRhWevzP?$(%e0i{j9
zVTlIgY-OM8lzC)h{!}R=sk*&>IKM(qfxPG0PlO=H)fW*p!SM2H1_YzJ{LiR`P%NCZ
zdrbaDM|vr(Z=^Et%JEqN7n5sm*l2RZBOJ>OhdKB!Ra+!N+hU`s7iiuBrg#eVse4Kw
zbmR*I`>|GIF_1DvN<({e&@PKO8+MCcwbnV9GZC6;s|fP;k&L904n)xT8>r>jSc-Wc
zTFN`(tOg_Gni|{_ZP&M?wunnWObFEudoq4g{njhQ4MBKQ52WXx@Sn{t5eIi3hG);&
zjjl8Hj253|-AGWK+r(@@%!9Cl(m^n%`j6m<stj=&v>(wNkPh>)gpxDhae$MGr`OL_
zD_Utf#K#fGHH3Ws7aetvEGk9{x|;r5_N?sk+K4j=wr?{B<oW)ThUDFdI^9<(0g=YP
z|A`iWh#g3w$mRL?$3e3@>zE<kUd~@e(+oBjZ8$8Qi_V(F@!>~o$#fY=;7N!g-}s|W
z#Oc**5dM^^*LRD*G~TdGX<Z{gmiODVmugJxyh*dV(~Y9u`dv}WToI~T73wiA*ayF_
z1xc8INgf_U{!9o+@4x6al*Zbh&|V#(MZ_jf>{#^(BIr)M@jDAQ<U8RKF-n7+%(@L8
zU|#DGy|HmuLT_k%U5`i5<{N%b!<2qr`^nGEJQwH5J}Qx4bsI*^1#5I_BtL85jjsU5
zP8((dXv#3>*Z5nghIgt|Y02?z!|e5~j)5Qzz^*nC%Nih~DSfkvQlWe`^EH$eIuy(h
z9PTaW1~r+3gG^A%!Xmz2#x^LpgEE2*5LoIdspA__!YbH!^_PH;vgzV&jmVeriJkW`
zHgTEXLi~&BQRpv+okb2MJ;2eaV>hwH)bvk#Q8rp=@8XmGfdvgcOga*ExwEC;)M;~c
z&RWyc!^6JDRf6{}J#%X?(sOO>YN`1aqp}AHjl+PS?H&IA6PKQZAq#t&+~3J5M);O(
zkc+Mf&15Du{Qf3}xPwu_VUHY%0Y(xelt%Y;58RVy|2hI~#FRkthR+-_kezmn<2G?X
z2<ciC#~x;H9mTVMJj>Ry#B29p-MMi=q<OXw(CfSjB8=6Q%)C9v96IHJm-q~V4?+cr
zdjD8pM(4^(!6@QHIx^Ksip2J=mdg(&^a_N8wB*z2AhW@<0Oi7I&f<z)pL2{O2r~GA
z$ELrZg@Uo>(fbNIdhR9Y^e_4_iR~h;{Mrn!AA)I%`H2*$bSy6<-hhg)3m#6`r2k$O
z8a?Gk$?0<ePo#^8%ZBuqD-m4Ej4BevUF|b|TV98peM7Ap9}Ky?5H^W24jq4`lMVb_
zN(eqbwHxq@<yUp=0Vv;!uV@v4wX#Oumo%a4(bc$#zmFa29adkjN>DQ~@?Ymi7Ovi<
z1A5Ymbj}^6w$`M~awa@drKNV{iNyYv($Q(Uet}AE*OzBB!zE(zbb4C~b6U43%bZy4
zwA}clg5NL`At*X6{Z2E41(}x_g)Go*1Evwu+~06-SBqu+u<AKM2)umFDn0_N;o>AW
zCLpP+jpK=s^|Pe)M{k?D=V*iUdB?=KjEivA@?7xy6ji`dt?Sde%cTRujp7PLH=OcV
z`m(OX)v^JUf_^3bw5$x6VkDC6axlwdkYo`2(2@EsQY?ngs!43^@?;YbsTiQ*MGyK;
zn*-Y2Jl0lU2)_qgHz3UFM|)d7UjbLNs{c*)92rTkG9<?+KFa@)015yF000O^1O@+-
z=kQm53hsSHxqYf{;aktBzaO<F`)P^urQU(>M%^L6#|}DDsY^YO`1F9?LR<TMtup?o
z30*Tck}>dtOHt7JJ}&MF(~WIiv>S>K9aaa!K=jYH3jbu<I_MaOTmAcRBg5$dfCc_;
zRT`rQ$R-r4#0%7M-jUxkX3@{{itN_yRTglJI?441w}}G-in;#{G8sc46(_WvI4S2n
z8V<8Ll=CYwn1MF1KBAxg7v@z})%|8*rzzhI@~u=P_;BmYcc_*RsXee0lqCj7SR4Jf
zBeMKl)C58Jh;4^-T-(yQB3!DFJdkOVzgcMYM+fu`rfoG{`YkbgpAlW(B`#?H7FTVN
z+@ENAi?Q94E8rgSOqes0`e>$^S&ju{T~nF8#9th#RudyrP`127ZlR1|I*y9}OtWLb
zI&{<edR4pW_NWmi#S>%Rr!d#T>$^D08=O=|<$hO(%)d~WhH=tX3bvJjm*;=#8)Qnz
zpn5V`93vO{apCf+1bC!>Qmf1Rf`XLl;_UrGYXMz}l&#J>yi0F8$Uu+KqWL?NX~mi?
zormE3Y^&Nhmh#WUFpUK9z<IPyoJ~;nNnj8{9dLbFQyduGXe|1+S1Wh_I`$8UhDz@9
zs9A>v?)W?UhsxKX)njfl{^#-Cf@H{#9O2-{U^I$Nf@?B&%5EApv!7nl5dmX0YOhyn
z+lls3#wB%8Ez{z@yeiT4>}lYXKNn#JL$GlL|31FhFI7rpR8$m8&!7_l;>Wd4F7B-K
zYipn6HJz`b3ECbf=C6(Lp`%KW7zX8l94t(}39V;T365PkgvVoZt_!nmY_}YxDxH8#
z!JQu(rfqCbTMJZkKGjYL!6R&=?SQkH*=ei$!gV}~vfdIgFRr967L!pA$d$9`9Tu-R
zqIa<Go=+}08X!?<#!fTK*lyaRF{MT9G%j}i{L#f?k5ui?a@GoQ>WKY!A8q`Zg>rk$
z3D4FDM6}n5-qYpmiCXU}6Hf{Tf_(05LFXd&a-{f^0b&*VH8fv2Ze*qK3$u9|$qqg8
zz~0oKv{5h?z*zEBUkYm`&YO_m5#ExUOftvD0wP`-Sg__OM?CCdpUX~iUCE>_a6VSC
z332l#<@JnXsf!CECS{7iS|xO22kJ{L)t{wW1+Ev^vn)Q|A?`AB;@VS3JDjmj^L9Ro
zS`@`hc*Go9Pu})GtoA<7b1i)b5TRKsjO}r%`t&5V?2{7UpACKT4Zcga=V^lY);~3#
z`4ZqRvivtUPHBmQ<Yu}+<G42~pUHc;bK0rBI08!c?}>2Fz#gH&@}v{R5tl)T%wDVT
z#E>mSCqD-NDCs|>wiL;@Lw*qFUls>=a#n>4Rb%%EWq(pck1jD)3`(Y~$Gv~v!K29u
zeLh|Y9jJx77A6fN_&(F=$YSJU*YY$8k^Cw~cf>!y79tRup2;r9SA%J>#M`FTC>($T
z86)>&P{u6oe%f_oyYfJtp^3~gg@2PEui|%i6RjRXFy6gJA7g7nvMWTZ==MzEe%q{R
z{jkY}@S})2jxBGM?OrBS#D*EmJ_#<+TDJ{q;^uPW8#KuMVcbTedW`aGQ~IrQJ32h$
zj%&xAhV9zZ+;1yIp4@Nv8W>Ezj474GG9|`8!sDuucaaJxz90J+{{pt&@g;J2&n2AM
z`dDnevmq@%*n_+o{aVcMh!w0!)sLobiJWZUL5dnTICwPDBE0M>Ss*E{6Sm?W`zK)z
z0bGOkhx14mNJv>1-P7ieDbiEx2DV?Y%RSOJU!Yw~wrIB39ibNU72(tg62@4{lSod7
zyB}QuHVdB2$v_|GbM54xZ~3vqthi2I#LQr@7mbzu;n1Ko11vY#RS1?*Yx&hPdJRr{
zj(Ahq<2GeRd#30VAl$9qgPe?s+K4^7(Xr+c<R;BFV#0v^5JHM^XO!BAQoxz<e5tG9
z`d&k#{;DeZ+2MTdU#CD{I*bp<q4_EI!ob!O^2<m`)7W204AbqZ8CGmxVWDckZUN9t
zc?0AOTSe6QVnxEQ%prp$l;(a{YB~`Iy>m3`L`IdD0KX=a1pg-C?T;ncI=Xl&iA5`#
zTwd4BJ_N}>*zZK#@^ngYRi_a8{p_g<2y~JPj>gaKc#k*!E#?EyQNM470E8H2bO|@$
z;5Jf#-e%Qd$kM*8M#Lb%50SeKt1}_6`wW=3hnoeDr%Zfn3j`HFXIX@EwuvzQQ%T|C
z>?C>8^}WCpHHtx?8;>=8L>22hDlSf}8D})~^%#KRM49MBBZHdU(o$^{X_E~z0ue?W
z&F|`dti+leNF$kuk>{TjP)jHj)x`L4BHvK>&gnCQ6sk_5>b<Z%mQz!Bx$i_{WjW?5
zK=v8+pRwhkV~|CAv3P-1t@+99qSy+DRm3&#A{BYaw$rJJsl5t(=&ercIOSE_A?fWL
zSfWLa4JOGf2J>o_r(&%iIu(<utZ?>4Dmy9u!J#^5r<H+5WSfx)yXU}OGi^U?G4JvV
zd0}OV3)XJs+ke&E<a8_>;ZcV5C;O!30&4e#K~|fW{gU83b*@FSUVC<{6b~`ejAL_n
zGiIN<<(WAj{{T=K_^%$Cf-38L@GNq8agOu4A3S9J$<G`WVAZ4l8axeM$&iAgG|7hD
zn)2--xLtFMVagY>CR}q-r*>{9HlppfFwIhjF`9~wy&+KA7=bPQ>a^5@5sas;)}AF_
zr3NGousWk8pcQL^-c$>ELbN!PRC5An(r~MQ>Hxjt#*RK}{2?D`1Ro?J{Y=sOQGkmg
zE=O5d$dQ^ePXb5M*Kq31<(>&EL~4SH|BwI*00sa658DI<|C7>vO<%&T{u*yc`Rm`p
z{QeqeMfBD`WiR`5B&yfR4c8E+9u(7#v7zJ>iXb@SG8K3QB)CStn-3ZLxh^cO#eMMt
zjTOl78TBZ#(^e-8Dc2@tDqNQWT#2d@u|R;>Fc2kQoR$m0*o@bV26FuBAJtMwRBArA
z%vQhxOMJpfbeBHv-Iw#-$cyahYij(EgbybFSS+9#Y{h2PFmQZA6($u<3(y&&j_P<s
zBETueW?m}J9DeNNM@X%!H6k$jaKw%OZ&_5ba`ID3E=qg#V@1^e9_zQ!)Zv69&%`W*
z&)5x$o-m;chB6=c%Od6W8DhXa<HO2TtBGT4qwn=#eL{IYGkt~IqX>#fq(jJIAr-5n
z`|@x%x3^o@9S{R#(TF+vw>3Qu_NR=rRT3ZW#E2~r${Q#pMCc(QFV2uDuB)M>`xG<K
z+hutUd^6pSpyFBM8v5}sZAhrzH&5k)jmoN>H!FeNV0{i3k<hQlXZD9q;y84n3)W?a
z^JkUrh&aU!Xdsv+t`&N5Xg^*;1(S-vOiH=h8NiL(4Hkk4$I9ZE_`{R%O_Jg<bf=wA
zXvK`Us+gFU_<~ebhchQ4N9u1Q#6Bg<Oi4bY_d$p``>Hg{=NqmV+>rvxY|_ez2QRT1
zx&Rh(he1AN{v)fo&HHiV^NE4f?69UJ(C}*y&58eg(x=xWStIoCxA11}LiPC4oV;n<
zdaMHNlme<P_ti0H>cd(UJWzf{Q&o%uc6=Vaz78~0Gl!a7E>B+Z3dMU6pyFb;d^$&o
z;zJ?~7mf%sYyw!=*36s+&l_riE5<sUL4KDYz)M7kW<zb7Hvd~*L4h5Y*5BwW`u`!l
zMvhO^W`R((`jo{)P0^^97V0coM)mm1U0eRKriHY+t$I$q8mI>^gK=A*Ams{+$Uz`m
z_qpHTC1bS6%P6V2SdbieLjIdvRpGE~G7Kq<ez}%%EOlU9z{0`*VE)2eq09dX(h#7@
zbmEds!aUnw{%D7s5;lTsLc#UZKPY0k&nerv_pej1hhBB`7MHhl-{8c6+wzVUIJ8lZ
z;%uIjh)_>F&Wgbq0VLeid|0fSU%F?y(120C)YWcI&U7khn}VOuVnw;Z3GH#f{cI|@
zf;mXDR<cv39wnt3OpF4$2xQRcIi0{4cWANTqgdLi6)P^;)bx7T)6BV>44<As!I7S1
z&Wv=&b`$*mxlG6i+@;_uXOfj>0w8O%jV=m`L4sCYd#pcZsjI1YtsI&TD)T<|4I4V3
z$?h9bmWaVn^jhdWd*JB$siJH{{t3|B-~&4|(<f=00wrAZWeC~1A;3wQiQtIY>Q}@o
zkYz+Tn}#QXhdGo-g!|g{9yRso)n<x6lI@ucI|;QDjz`<wmVl~w7e#!(ZN(5ZLTj_U
zes3?Lhe@3tw0~#Wo6mJ}C6z1*>GI!@F`Ku9VYHcsxqwEbhOyupwik5=EZoNes|v?+
zR1GC(PF5(}CNU{(+%9mW&oAagT?<~sBQQ`;36XS4_ZI=Oy+Fw5WbC)@;Zr#Ne<j)H
zm*t}MYMX2sy=#caubxxlu}}&|;nwJeEe;>^tqK%{Dlzix{$Y4F6|WR7#(;!%9^A=@
zfl2*LTv!~u5eSPs4js{VCIs<wwJHvRRp14?U(XS8n@&m_*fL9)u^&e3X9MkL0ZSrB
z3WIrOBfAgk+_nQl;ZE8z0wI5Xa-vw%T)iiYEoHmBcC<S>*yA9l{Jccz0{!-(5lTYx
zoVnk^))>d$&LVz!y_gp8a_-#6tEyah%b4XXg?V7{0I(D8x#?`1$|m33;xd6PvlB3d
z!lj?{Bq-mMNBK9hTbW22SI{SV%#vA5cx66+Km{72N8)3Hou*F8D26_%|Awh>A6pD;
zIr>1L3`?a+sZ=`90d~zw3(s<DnT`+?0cAaoeU>B?VeG{uhU6QEonpVSBiNnUrf^DC
zH*DFkTUwe54v%TGs{BfB`0TBKt_?#snXYb34X$J|ZGK)@@hdOPS+UjO(B|Zthj1`G
z?*XslA`87}xXM)T2FI;CWhhU~zJM%4`f8co#=f6krxm+Qhj2$eKmUBjX9B##!qEM-
zECb1qV7s0@0_@mF`rvBmWGk>Ns$zcE+K59<!bO7({y<ZqRoa$CoGz$Imx9XeD1vpg
zjC$J&LOKW~S$M>cq0BSdF8^ZwL=8&zR}Wuy49vHyHieR?DviR1lwtsknZHb8J64QB
zV`pPWnc{((u6mIx!0v1QBr;8={3!o^c8@=?TfdV7wkZ87kAJL86BIh|!-2UJWxXKC
zX~{G@;qW@wWv+3Nv`kBeZpR%bYlChb*_N=uEg?#Q$2#MziKcsL&8vhF(7t-t>AGJ&
zxuCvEKjzc7$E)ZU!&mtzSHr6StrTW!BtihlnX;mS3bn=Kv-6jjawj%oi{g;RNhFF8
zWWg!|nO@91E}MZ?dvrcDCV&43HBtJ<REIHMj`4YdbfblJ_<Co;#PD*Yt49K625Z9T
zWwit#AL`xDabTi0e+Pr}lA^zWrT&&pg`<bPeRkP9l{pZ{tCj)^W{S7*3`XRfNG4<J
zwiuywJ$ja%@zI7yjcY~10*sp`;x${9-_(Di3if|#r6dGI!?agT7n0W?_SVJ6Tu!{s
z!2~}I*#Z<Z&ufQ*d>h`@d!T04;6ViWfT+fz6I)U2YBT;5NKW7w<7S5Z0_j0mEKt^K
zft0f9?PDk36$PQWE61V<BV})_nfDc1&NgbTicBQID1!#l*qf2}yYtlAqF46aYs>29
zajL2!D0-w0?GXTkKzqO0=_V&jhs{jNQ5GKUI8J2Z*zjo*^e8aO7l)TPl48+w-8$}R
zKpt1sK2<A;kNP*IdFPqL>eIE^_8}o4OvgtvZ>-EJp+|~>o~dGBwg$(>tgPh2o!)~J
z%QLwpAskgV4WR~`RX43;(7wLi5!>9)cvx7xEwivxk!?D#CCc@_`^im^8dt7FZvJhU
zP<D~JT>^ryYXlgDT^Vdk1U1s$6N}qqH^*WOUW?!3mdr-Q{3yH*^q5<2YW}dzjj*wv
zxsj0zoz0^4-}{_vsr}y2RR0zAdI{;V1H`FCS@esb31r?)nw&z+poC?$M@dH<BsuTO
z#hC(h@#ZISq(0=xRJh)n{_1cC#v@oTk(umm8{=M~tE%Gbsb&Nc7j)SP9>lO!<QuV+
zIP53=>qkhhfwV>fPQ3jwJKi}DugjzE9nS)BRs+qms%|TDKHt)mSym&<{;=k?`fa?f
z#I^LkIp0mq86NRc!87;hd|dPrG_<lbHn{IC*(*4PtRhqAM(uq{z;(d>KQp9vPzqO2
zV`3Pm1}z)f!YMZ5*mm@l5vGd%b$sIu<fsm%o9{X73`BxOLn=2P3l8-<QOGewp1*X5
zRX<!qLp7#+_|S!zY80SPSlk;`*S4Dt6RorMO@V<2gC~2P_JvffG{2wCXbyVk*#gnn
zpsnpfdw7dc2~MfSx)@1H&)ZtR%BCy)CDcRJDG}YGiGX*Qfiej58}Bxo>{mfpU^wij
z$RMqu5dUy)rUZew#_U_(dm3vkJZy#F#g^)fK2~QElfwrICbI8=ki^o~%z>0{xij&U
zY|6<&SoHxn>T~96#CNBGMBu~%Md*FHT|B&fe4h1++Hku;$k^wRQgNR;HY^F^g5PPi
zO4HZ7b?tA90H@7$a_|?Ty3r>eOSmNQLr~EDO}Ec_{a3vU=c@jyTlDWb3*&u!luys2
zK&<Iy?bJuhF*l%6kn;Sw42nlAO~^s8A=`<WGR0L*?8`z}-S@t-;1X`~&RQatW67#F
zkb-|W>zisuB2{?aYm58PC@Z&a@%VA#25vnE2m3Ee5IjA&h&&AxtymT*af`p){)@C)
zjRa2#x!%k{JYbW!j>~I!u3!u4y!E8iaZ-3L(Y#{)WlTKBuqr+s`oP!@X#EB^F(OJ)
zP>6-%7pXl|Yg!3;sFG0oTERluv#p{SAsy(mg@L0T4=Bt6pMy8t)_PZvP&XGhg?kDD
z?+17I0o|A&_>7Tkj3W>+MCX!)OYdc-${x-5<7>EFj&Qp@Go<xZam7%9<t=BOu7wli
zBvr7hEw}apnM+gkGY3JFpI6b5aH>hN%AwWE<ZQdAMqpU2#dTX~lVQ4L&63NSev1Q%
z4z`*J6on(bF*bN3JY)zIIx|WkRdVIV5;IM3d%q36)%YPqTwlB_W8MwwoextF&C!rw
zHXrRLKPPRmiLJ)R+or->MF!}ntT$)6i>1c&AkC$pM4WwPPB0E3)G=Fe72)h=rKX)<
zll*~^o%Pkd-GoCpE3SOxwhx7Fc=XZFRB?_rjWT{CWqnu{o$b$?%?oQMIzvQ~tSGu)
z3JyQE?{yJ$aYUTUDES2;5uVBR8Y&&Cza;l3TaJOS>?swUV`=I;%qxb6b<)xq<AoK`
z*DiU{5;n*J^?f<|1L|S`WQ;M&|1K;m=i^!9MIwQDl{?`}!BaMCQ5U#-;@wY7%1Eja
zn{3_(5rfjFkZ7?%V^O&BZ1152x*mW{E_n5>k9rY|X|TQ^hc^1wPaAAmkgYOM;qa8=
zZ@EQ3Y4YI-U7=U!GPhVe*&criq>@)ybcK5Wuso_+$u_E|kIR*P38d9y;0)qgPRs|!
zrTv<X<^EuTU9J5*MAxLN4@80q9R`r%NwkO~WBAR7Rj>vANMFoP!J8}>Z>zJZDv^rS
zA1_pY+|Qr=J1eY-bxuo*(fh(1IKr8fh|i`S_5!$Kme8Z56PPQI@`%GBe5L;w9Fyum
zeN1#Z^#Hh5I5S1nNTk16os?-F=;Po~W?T+H94**fbT(&Zp$R_WoU{eEs<4(>eu>2d
zs(5JyD+cA-YBu|6Ckl!bwaAp(AKrJ*YqwXd@oQXZeJP$!m9ZAw^5Nw`4UsR9-;{|Q
z^obd-`J8u^XYaglUAgKgRP9Oj!wE2Zr`E$^9y-oegFB<<2=6Ay6#9b*ZJ<|U@F3W_
zI5M&`l4*&dfW@sZ6~c2#iRvEz7K?|AsWk}C4O+4trrP{c)zhe2nVjFfe@MV+jN=)h
z;F|;G*-$pY%&o0}gTpWOO*4@=ojn(A@hc8~f23#NnYHjzMKov9`Cm}v#dx^ShF;Zb
z<W{REGwxVtu+<SsLtxA-XtYWcqM<tq)^&fXE5UevFnBgC`o0@fpy>PY2au!QEbcY%
zV0K@O-~!eC*m)z0l|h<`#jEj#eAbtMoAM`@Qshw78OO>bg4<J2!&)5tH=J5LqP~HL
zP>fWCs`=eP82@>hjAvpW<H?Sc@5k^D99Dm&k&L(6$lPL>aDNO%f1BIEo}r}_+!sDc
z4oE=%D)Y6eJkKSJIW)keJwr#w7kxmQUHQLG8R#D7|BwI*00#g76{Z9Q|C8(RxbMQJ
z{(Com8!ey0)BY6?@Yp}$wRwG(CHB#u!&oo3TY#&fAO$3f|4vPdf$tf4uGtWhk=wR{
z1|(JP3ucNFbEn_NErW?!Do}Ba6#kAbkxEKH39nVeYEZ?eS7}=Pt=~G*8v31lFdem?
zor^c7(7Ptzo392~B$?l!QZr-}cdO}Pn4w7i;+%h4^vInY$}lzz*a_k=XoInY@k8Ov
zLOHQa4yUZ|2J>SE9gL<T^uy%gqP!LE<hSyTbp^oA9BjE6B0rZ1+{dYo&N^NtVe55I
zEZYKyZI4_8F%R)%Tfb>n;J^&LNo3-Vbq;n#pE;bMOGXI#g?7iUFU5+9P3*QA6vf)h
zh_J%@$CGt%XH=uE--U|^T(Ca*jDG&h&nZ#-hh-Wv&OaykH87vUXv**g^cts#^Ng3O
z2UE$i9luaSXwGr<t3t>ZGHF(xE-*4$bx}diUX`-=Jr7iDQ_fS!0I%2$aZkyG9(TTM
z_&u;eR=Qo6nRky^nOV~Ck?Q_sEEtbSV^VQ`ab!c6ShZl`nU0ueM=^-9@;(M1JNfwj
z2388Ew&@~%;94V_ZfHR=K&4AJrZc#Oc;pQb5}yF)O}4|Wtt`|Cl^v3^qu~+YKT`=g
z_N{@q_0i=w?F#DzM{V`Ol$m3QEEM7mxF$QdU|I39;ccV1??)+~z)WjdM8D5|{sBb|
zFjC>(v)q#RBLbpd99Quaz`aqH+N7pF*lkb1+>I<13wu(^wVtyE@IH#-MqWYBj?!*z
zVqYwT#bQj~TS?Ht$kXCCFoq<MEK<w6e|~a<&ePbI@PHhMvB<RfRbGt6XL`_6*1QVj
zErM4p#+ReYxj1d>8XJCgV<P<q&hn-%Li2q}IS3F_I$gTAu{p%)Km&_ApKvAlOX3iK
zEjki4h^KL19Wwi|<K7_jmuc-Kr6Tp8jZ~c%EZNS8%N|qLT-b}jl_nMt_h>L}1hvok
zBT04oU&NrTF~8yQCYnw9a4}i)BhsBz**F_k-@}+==*`Rcm{4Ta0ENac$tc}}bMz?>
zNt_N-M%S#qxo(vQ?o6~b2d>#gv~}LWI60*^hI0tQNFIB$U>%o<2)34ph&3}Y+Q2QR
zU?r%gN(2z>B2JrLN;^shoQEfZ1$|`Q?}guykFo?$?@~&(2+}%A7T7V+U3cFwm;%=X
zZfQ6&*~XB+$oy$td->%qQGGkm1mpKB@&8xMME_cgTtv~=fZv1wf30fmWRwcL3U`~;
zmbI{7A|wFG0{*l6ERsS+i65qkNdb!&2V&NrU^W2ROu44GPtG(gC*U-+Ad8l7a5!5t
zX-o<jgPsA)_#Vi#di^QLwE_HVV-Xu#*gyBb)Yn&m3*F>D+%MFn5MvRoosHO2VNr6E
z*cjm<d^_E@TCWIB9o-3HdTIJ()_$NQO4KOyPrakmT1OzZvG71JRrdyfjr0uQEq?YS
zZGDfv86uG9lU3r(W;*;+JTK+)4uTB%V?3cGqHh`>(K@?#+i;w1u*oo5W9+!#!PrG0
zNm~ib;^szLKhq4*Pl^ni;N(%fDmbdLSbP+hGvjyS2s73Ze~R5ZMY08<%%oXPnn}~j
zgU_^>41MCP?3zV~6)LAAZ}~{8K&x;*B<#{c&3scRhH0#4FA(fHJYW-Coy)ZeIFE^w
zBZl9<e>MhDcO1U94b3EJ*zyEw<A;Ova#45NY(5vO==s7(IzN(+N!eRW+s>%jKHDYc
zgIzlfVrrLv7gdHt@1|caJ?JgJZ;Q6Hz`QS?T&DgGl;xw^FZ0x#llsU3bMSTE4jBmG
z6lsk&cY3|qWJXKO!W`u8RVv*ltiLbD$0+vUe7uG8e3?eNX@XVxelG!tC!C-fI|iEj
zAY|u24MBb2prk4)9jDTV4CXk%0v?;5jZdM;9{X!}s`5a%8sSIgs2tlfXsY;m#ZJ^a
zssVEqS99mt0$VlF;u?A%!Tkl-+v8zSR*$;nQ`rIOt}8eIS-(g&B>yRanbmU1u4mc3
zmW>7lP&s?2?!WF_?D_6{&0ZLMwF&joStqNTRt#Q~beR+k)SzA7J2;%w8pN(kR=2bk
z8dC?<aekbQphF8-E?7qsC8nxh9TlHl)E**xKx+KckI&jhP6bM1=1_C8iUdd=*rs-g
zbi@|em*bW`S>@B3`*jsdp|Qajw0Rl__#DgdpdFD)nq=v{z~~_{Yn5q#T*j$a)SlJp
zD+#<SwCZdSh~Z6rSPTOUSfaJAh{65aX+lzJMPdZ@T*>+~osD3mN5sS2_H0;@oe%)g
zr-nXN^MY~-Z4puNrvGnycXfy3o1H!loqJSvNp<+?#M0hPkUHXr$Jnon&x*Wh#!`z|
z=@djRE$K2Ye2_w{W)>WnxPv3)@Kc;tew>M(em!+pwDgD=hpfY~K8lIVwav;f*A&CD
z{|fMs_C#>}jd}~N(2#!U!)#foG1<;>`Iz6~*mpHLzYi}S;hU&TkZzRX=juSywCk-!
zsi(HYwe?3+{oG*w3Zf8cZawp65)_}swZ%2NFy?BLXtnf0+oAm~^uOolN#OMns3cHT
z1;i#tvQhdVA0I!sk?rMF{<4&4KAPf0d+j$q-!xUVaL-HZ<VsIjOs5o69$Jh@6S5F;
zOw*1vOGAt@Di1fN(B8o(y10J%ehyDRN|>vmg($T+=GwSwpuW`Pe#pLt?eQP3)`HNz
zBraSQS^z@iU66y^o^6{8v;*Z?Y&#_={Q4jc!N_}ipVxLNXx3ahB8<74lX$GY$Wyho
zr#?;mxUGAZwpVhv*P;X*;wH~*tQpXE=Rd<5Idgjr@4|D;VC$E;-A?nT2SQvZcd}b`
z!}VlD!8Zs|pe1XOU)Avr>zH7t+Z}2meI0y8gX6Q~6+%5gSY)r;Tl`|edko*MD=dvt
z(De#9&JKc4`CZ<VzR3D0f7Q}w|8TcOxKE!1dWTzjc)S{ATmW+Os6g_4h#pF)3i>#j
zW8#%<BX-Zvp{e&XZh2?=4QlT+b}s>mM&s7qG@r0;1!OKui~N!qvIyd`g)h0+nl%DK
zZHa`Gb#g#Jc{`^XyttK1-FG8bITrG8-#>HQhT3RHc?B1IEVFts>=9I|GQ#iQ70Y%p
z=-YZ~k!Jxa<{mnvxA(cMxq~VU;BBycy_UKT@?b?Tz@gpt=m&5=QV&JwI&A#%ed~g+
zCq=g1@4lgM{S-G_AgEu@9~)o;b3ZA0AAaIY%#iJ%cN##58RqUT!CqZ)>tt}SXBSa-
zXl~I3%jZ)3_XSOjQMzAq>5VBF3siR3wm0{`tq#3JXn&YDe}q3K&OFuhsk>ZVIb+Ls
zJYgu*rS5L9Q|k|`RhPvb72a&%;O=WGW%il^gwtHD26HM><O*x_KCGY$+`L|-?LI;+
zm=$Mtj#bbQlbkEISiu;rA5jcG#wfNs(UcrE-by2&g|oVV#39}g%p~LnAIh~!bJXb2
za;$vEL~k1BA+(>qE5LXZ3iGq3Rb;Egwbb~}%-Az-tIqB%<lI?14GmBPDo?X(!|OMl
zGesQLvwUbf_Rj1L-0A`nV-RT$E>;upQj^-FnLv4IbQO#ejb<SX8Gb@G$_r*$-a;U8
z%xLHn!y<EXq<2)0mf%~rO3=1~@Ha@oyqIhZ$clZ|L$1v_H=3%X3|60wc852e)Ae1{
z*S!WeSj>ChD=}&u@*gSAXVVkl89D80-V`_h%JeqZzSKkP=X=Pv3Yu3l3ZrYi@h#bV
zs8h2HaisvgrZ0hhC)zc&GPyK{;*RbLecSwghQQ3zKZ9P1Ny+0lcSYv5(J8U_y|<ce
zb1gr{Rn53-DZ3Hp_$q&d->vy^VlvMPZ@|gLSKO?QUJM01VP-jCaC9oW$l*ZX=ugRG
zj;8}8Jrp7vI6Z&qvP%~+hFnO&3HMjb<yyy2lih6ZvJSZ~+)1=?R#=4i(DRlZy3(3I
z!SImozLUrQPZ}~%EL*PD7KtcUCN;(hts0T&fpJE<Wl*^gQ$nYe7vRj9M@W9Qc=Y<A
z#Tf63L`zuseqZjOGzh(|SnrV7?%#PPA>*F#Xljto?asnNWzCM1NWa^R$E61Lv=VL_
zhi%wI;)9M#c2{fgh|%FlED<B>OuF53KU#UE9(ime<d(^QHb>%&$YYG!n5R873yPGS
z<<AFF2%`7A4akcjjUg9+!_u&=hfOt&R;)e+>s4Ga%s=iV2a={jZK<yur)=*plg59M
zkRARGy4{m9Ef+xkC{aD?PTvIc<}b6A(1&GNbv8gdueqqSya^JkqT)nJVCNlz>v+BA
zUrrIhvAG8%4m>YnE#ZDyFKX*;4}DN>C!4uG9WzY;UeyrmyOr+mT{ule=*h|tp1&wH
z13{(344>T0vnI$&5zJD4mo<`z+PBr0c8;fUp37oVl67TB0zkNcBEn%5Y}=+KDe1RI
zefkkoO0+8p3du>UnaEX7f;UG7igqcEL9p#hexNKV4-%)>iH&Bdw?D~|116`Y(_YnQ
z?I7)7uKtbF{S9n#d_DWop#vjj<Nn38G3*pFA>>r1>EQ6lPk5Q#d++6EsCln9;h9_r
z!%g)`k^r+MyGcqTi@s+a4m?F!=PbX)Wrph)jomIfHHX0*;Y$`$eM-4orsG>?#Nhnb
z>*N`Hbvxs=V17$w;{Ohp`0bbrw(GV3Lwc&m?|Bx|ez7~N8LuoPEweYJqGAYrA*0Zg
zvvF~tq?Ii&T>6<jgJYbVR=7?@yt=&0Yuu|cAGhfUxXX{u-|c-s$Cq^4Bm<f0k7Not
z1lDkEtqZh3LMR+JT&FuX;7sfIt}=sXW8hTtEm=(b!v1$M=TnV5y8N3Ctr5-Z#2wY_
z*R;D{&ogB<O9yJ;(>1Ev!G1e}VYq;^>W!bDl>)H==NN!E*@6!o8+;pXI||){&s|YZ
zGfMOh^3vI;p{%*iajHO;YwyA&FvFDytb)h`7R6uA#f|VrIp`&`;QKcR_|VOvLgo?)
z*{*6RSHbU-WSwKL9t6Iqg~n6wJ*}b|WdW7?2m+^QEnhwS1pBO^kD%<vhQd!4JcU1?
zrBNgpvT8;80y#k`0+~(C2uHT=hF~Svik8x+RwVVIrw~!e<iZwRpa!}3T{}%-5uM+C
z*%TwXEJk;}Qu5?lfS7E&EBpM@HP5CEC$GB5?%>q$)J;qp+pO7d0w$6g^-#tmbf_IJ
zuq7*GP6Oau87@c9ITXR^Wu~3E$UQj6stE`oO_xLdXJ6ZiESyVGSSf@h0>nZLil)47
zJnG97v662}HS7R>fil;Pxt{aS@he@Lt)l)<r^o?;7rwe|P%9AiCZJ@gC|X8L@0HGv
zg%ca_sY|ptowq9$Iz>lsekP_A?>XX1$l7#Dp{-BqLoJu`3@()&@8&0|9>%46(2WwJ
zcuu&Ek4o0OM14dlNPUwRN>eo5G$mQvUm4V@9GC4`hbQ>utnOe*i`psz<XbiPpehYw
z6suPxkko?8Y|omF=%^8spA`}^3Oz}rQ?L*QApAiG)RkF&C2(V;dEU2kOhb=zNk`U}
zV%AINDpXwW3fp)KXm~w)9Kunt)or*dyixlU)43Z!bvrKzBLUlP5BS>TSI)Q*6X@OL
z($F1NBV)C((2cy3O5UhD(=J~2>mhKC$q0BgDMh0#ejjiDIu{kS4E<(A;R-NDZh>uI
z(yhy3$EVM3|6{v0yD$fTA^9TU(bBXi&6{{g6PrfX`0euq8L{E|s(a@j`kg;jJ%#h>
zd*>_qZeOQQ;C@Ri;(sMa@z=m}ulH-PW8PIlYy1?<o7uU*S)i45h&hNR!$r06;jwWR
z3q*8KF663E<K!)%8rnI%o1Iuk76)RJk!w>P-S>0fe>O3`6p;79pkh4Tcd^9n>WC!|
zkt7)M4yI@CC{x+l*Ea%DgC3u?%Ovynhyh$`0JV#LgH(@N@YI`B13##xM#B*$sQB2*
z013>lHDN37;R3XTGvdn|ny^LIhYEc)EOpVPJ-fsxmJHMWnVo-`y7`b)2TEIL<vX6!
zsSci~H?z*vC0ry>*)}EgW;0_rE<$mwB?V05naHHc!oX(A)<lIUj{2qaP5TJobUh+&
zjd>X!9(m8v#!+k9$*${_*4)(36$Blf;v+S3zOt2bauU6EZu5Lp5QL2-?Sj4lR~xnq
zS~Ec!gW?K_g{ajt!FmI?&Rxd8_cVwKf0&y4rXn=b!}{9qN;%RO0E5T?K(vq|iW^|l
zzoIjb+{bl0{6XC4jgww!Eushceeja#0xdGQ<FA1LS`coZBuj?zL`uiH>63W<#Oo}e
zgm~o-r7e^>J_@HFm5Upu`E)|XxjkRWz(PiVvMet4fWBJwliuN#K>2HHUh^N@&3@+>
z^3Rm4F!A015Fz#x?!ik`D%4zkxR0fV?qF<N|3nEhpwC3~$j2(islcqCa)nR{cLv9j
zOhh8d3-yMo^tE4nYn;)_vxlu8Lwul+1Y~=CmkN;}i(x{9)SG|;S(*kcuo3Gpz2Ik)
zbVK@P+r&tq<HBxk4F?f*rFbI<a0RkBml2X-B3IH94^J^%WJ{`twYH;vkK^(_Kz^#b
zYCgn188r)iCz)OB&1GIw+-&~|a&n}^1m%(dhF3NWY7K%3UJ1V=1J7miu{~hXlmYq$
zmyr~3F$>uwL<=U(=;UWt@9wc%`KEL~@@J21t%&0a8^0UQNk+&&Y)@h(uz&8{{Y{tc
zRz~cC**TKZh`AQr^`sod3V)k19hNLmD!I2*v-RFGG)qmdbIbEV=&@U}o9Hs697g|W
z#^c;qgim=A-}(Ji*w;zBeF!i9itSlbKNISw{Vuy1yX<B<YS1SryksO)iSO3pw!4-Y
zR4c&`KreKm(jq>OtYmWF;SNiBFv`h>xy$USZpC5Blv2Wm3*Dm>cUFi#i8G|d0wXuF
zDCaP+F%bilj@(_bPvLxMP7+zA!D@!?0cNdP@RP&j46!N&h(ypUSA+%)-S}jQ8gY9W
zqaEK^VdGg=V@q2Bs@3PbAqxxmFEY>d>W~Ue!PU}eqL7My3i}H|{S10GF*K&S5*IRB
zr()AJA%+osGqhMBz}g|>9K`Ha*#y69j&en8l4qrz(XOIp6Im)Yf8vkTxPX-Pd`&k)
z<u!ShInDO>{;cMBD28LXX==l4+FVb-qgER9UKHhGQ=Chos0l_hfOwnMdMo~7<{bPe
zUwDH1V`+3@z2uRKpY(m~P&vIgCCHs?pS2d}+R4Y#n`SKZ4vUtK<G5EfD*|0nS+>Il
zg?Vll#J8DGl05y>1KI$4z$Hu=Ke4u`n^7C74%!uE-*Nc}{j~LY!Z^=%0%~=vVcfxt
zWtek7=bV=a5u^W*015yI000X-1O@+-=kU_E@VwdlG+q2J20vxe{kFIzW|VwdC*W+o
zlKc{)ST$IyNU@OT4=63O;<iv{h0IZF5Dav7vWq`@W^;O*)16-5%avsD*YM15E2kBf
zvrJiU-p8KmSI(Axu+?xYTJ5{NyQrEh3)9M|!w9du<S#A8F4UuU56NuW!-{qaDsy%Z
z79*@hamz7s3;fL_O4f}DfJbk%7`fq??<~O>42Q-A=aQOOVWjK#e%y6gW*x`)VU~K-
z$`Bx9K4gJtNilf#g@N94p+?5Lxtk_Qa)W4H`$;*%60gPxso~4q?a&V4-XNS>xH{Ms
zj8G4I`-S9OHKr<6>?6WL6M00J!g1AbB-oad0CY-JDD@+nB*+GgdaAMXpPU_so<&}f
zB9Z>Imzi1^U7bYv_K-PY!eO4U$U2d&xuYM3GUG<xb3C6dcm(jm*phydbq`b56!AXt
zuZ9gqF&=^r@wBf^__x58-O9XQ+JKw9Qm6Ie*;i_?cM;wbAk*Z;hdEZp-JRylKZPPl
zqY#UXEd#Jn#@FUj9WR3)H2Yl0{<uLLIJ$XkyyT{kOKK68ixry0eh9{l=0-oCMH^W6
zs)hznP1Q&4Wg0T8z4Qc?%iC^nXa6_sc?}R*Q^ETDpWy^-Q!_}GelJKfz!e_TZO^R*
zVhmCe%3)+qp~B1I>DgL0J5|BZ{hSVVmQw;lE`V=aI2Kv67~0{2!B*|X-h&giqOU&v
zb|bVq_JzXGT$>^@JCN1Mzzpo*kpSxqHeQU_Qa<(q<*&<U{IhONf)u)JSa{WbB}_jO
zK(mTJ0pKzUPG4Vd<pQfpFxyc-7z?@u$j4f60dx;diORc2c;5xUiG&wRJmZ|=2!3sV
zltNEHL9DdjEkAv3#zeZser$63XlI@uh5dm~4wuVsEbLypS+`78HAdjiN~(M-oTf*I
zX>5W0${8X0BLmK;i`i;=eb<!<llq<ek8JJZX>4G$<0n!%x_2I*Ka9Vs%j{F~6uX1_
zEV|7m*5KVMRSmkp22wMXTheRJO8o`8(+D7<W66>fq_?Y!iIcOhyOlbiD>(-c^vjic
zkc?|Tf&e?fnm<VL5fTudklf(R>wFWVEk;u7Xu4LcADUueH6Hw_XBV1Jo>bZwa0nfv
z=SXC4jLNP5UjCS0r_i5L0)~>DcG-OpB|lj2eu3tdd{Yl~0#Db|l{p^))lpourab-1
zwC|py#}f&YJ+(->?Lb%~J<U_?<~azwJLIxR5Q~B|&vF4)-TKVLgP~9n;7)BPN*GpT
z_4#Gnm#!$Vs#Uj7*#x>4EJI8}Dr8RoY{WdUKud~Q(okdW&K8f>p>$b7>{`&@JZn)F
zcm|i8usmDEBq__nnd0p2=SH#NWWCdIcVXLmus(C<=s0Aij(hnsjQd;~>*Xyc)oi`a
zBc~!~1lFVleX?3-vKttKX5^haX@p3$AJO<87ZJHzSyQ!1KEN<LFr<)lIUP2~snRMq
z2PUdjO=|l=bl(84o#AI|dtZq@uVHCAC!ZvKYQHkL6~;Usp+xbfw4rY<4io<g{1_Bw
zmh?0by7*LnyB|D-aLCe}oWPy~cQ=`Ah@puOEWuC|V(754YNFS(4S&mRk2=IEZfz(L
z!Z1h8V!Zcm)S}YQ4t0ph?Sa%Tv*kvqo;D|b6*A!4m`29pG?W*B35-$?BY)MlE8r9%
z3dnioBr}gu_U-+e_lrz+jFtVn$2ue-1?F+6SaXZXr6)+s{3-%XM<Hwx69E;1%YMrX
zy9FVI*59n&%X|lj>KLPxr2DR-9*&UAX~_!-vRibG>F5aNv%p=h<)@lPgt%1z?N~dh
zmAXR4=t8^foUkJg?LLTxOZU5}FYl@t7JDuZAKhpmOV0@GXyNBy!mB?fl_`Z%^JBK<
z<}A<Y@UxP%$3f=oT`IZs14F`{pj}^qZuo3Hbk7-_u8w6^CDYet<K_y=*P1;N4p6iC
z7QYSRFv1T_f8Vbrm(Rp4NH_k9$jUNWjyh+AbyKsa39T<4;>AozZaku6;QZQZ`3BE}
zTfRZKKQ@A2B~5_*I&1LSfTW+mc-^(P53&#!C^Z;*$;Y<BLB~4w0oJGt|6m9y8n+h2
zY%utu8wPOYnVvx7hQz_Tvp>+a<*M}bC}Mdni*dDZfk>BLBxDtuSufB7qkBz#u;BGH
z(TtQPR$<BKffoe}_bH0lh?c!fc2?U5P53hmI6!?6+Eq;gc9TcvYqr_Hk}(g&up)bJ
z5XFz&8Kd_QrX-{?a>ZCDKL-CO=|7~l6v?<lLYv1Q#}I%6r%4;%m?Mi|vANeWXAkIj
zzGH?RBK!}rrHV`NlYlNoMSobIqc9rqt2OidTk!INR?wF5HdN&8kE^!W578tH?}Q&Y
zWx<WhwTl)mRz|B9q$=4bKL-CO=|7~l6v?<lg8w^SI5w?ZkjLp-kH<Jb@`)y{(w*dR
z!gb$z-yaX>U?^KNxL*<1Cv4_pG{<pf1@%LGf2E>8a%3YJQnS%bGRQk%cXSf&JIWHb
zad2fOP-xX1oWzxu{2l2EdKvwOfJM!tqcXI%in7_nl2|BM3?5jv|2_l_QLld>MVN(l
zEpZ>fngr-;ieW!X0_^`ud1fBv$u@hi!HQJFf9R!F5Iw9<w=0|aML=#Ls6&mFwh7;q
zMx^Z?<{YOawOF@b3pb13d9iS9^?GHTUu`}45$Qg>?pIuI!96DzZ5`%|xeP328!jdt
z`Ptsl03*IPI{_n<0gZ<qd@W;$qNu#5yjn~$B9iL0FmmCyx5*mz(!Xj#j;w+|rOc?E
zw``Fz3nP(A4U0S~%h<@0NpWn`I#ead>}QcU$7}8o^=j8go-Z!cEkh3Z>Nz^hGS!r@
z@f#&PbjTUu`gD{!FX_L-qT%{&kJRSD`RR|%S^$rnWUfSh8u$U@ul%+Ed4o1yb$~Nf
z;_YNal9TL9dMbdVs8|0v=vT_!pBvsKb_;^Z>tJHy?CPqKeeR<3N@5dg<k3DKj0XKy
z`rj4&ib;Iotbs)lS`-)a0RxBiKcun;Bbvh=%s-Eu`Afr18V2e8$sM`*^8<!#LU?-M
z4T!&w@rjw&+?Au_%TH*bmeBg>CX)pJCeg1{?d}~;m6u`ozEU~O_PBqY&pCzZkx8RS
z1R4E$1adVqKZck|L2~$B-xPwVP^k(T&jfxOzK$r;I)&FE50}_A3w1Gn+8+do&Nmx{
z04}Bt41tIU4T+Y)%vUH^N_$N@1}6Y6BZFhu(5|n}pdcWQQ@>n@8nL&+GmxIZCX)pJ
zCXnlU?DhDHlkF2Ag6fn-gZ7xt4oC2S9Hn_4-V*iv5P0Kb|9xKbxxNB$rtqf%YDc_`
z3<NLbcl+h!5#YfPd(ir{Boa|oyhkWitXO;p947vXls8fpH0f_QO|-HN+{?u8;0U(F
z##z2W>mLagpYm>`!;A)0zr_M9Dg)nLea9@D%`8>B6iOyt9Fxyny_{!7$Gq2rtnzE#
zi<yTtACA2Q6xkB%(L^tzwLAs-VFVr^f{k=2-5mo8>&Fe+*<_4Q2dQo#R(mk42I3H?
zx&oX(ZIyG>Sj#P2-DUu);3GzHCV)`Cg<c@B*tzAa0hTzGTHTt*r?E<z2{V1&S~EPN
zJ)$UfRl}+H04`!WT<@+qPmbOHGy4Zwgd#Ad{Z4Kt?HG4&-2%+!;>Z=uVROE^A1!~@
zX^#-kiI@#}s5;tYlcKnfIp`6LWl9ChUP%-9xq#strLo;y)r&B6jO?f3?RhjAB1<Ir
zz67?bc7s!qaN=SmhZ}}1Jt|kb6m!<otm^-e015yJ000`~1O@+-=kTn*g@^nupW(du
zeYHREtM9hY{u`&4*-Kw#Nqv>q@7r)iIHbm{A=MpeK^NkC?9zG0pw=yeg07+mx}tg8
ze2Ohz3$&}gu8*K^V$hAuQFwD~-?oPn@LjAK%qi0r$WPRd0Dk3w*}^Z)gb;T~iWF{v
z3Xz-PxecUzbG3RIN2;r6ILg@eD4p&?m@qoU+4saZL>y844f@obvS@Cg<4#;MM5IHz
zVQ~c%$xE8x&ZFg&#K%}eXdi2CTt+lt?#fsCAhbzonq69aJpDF?-4kBt)q?%fRnd**
z;~gES1T=Cn_RJfh<bp_F)(!}Bpn2dY9$G2>tc&?1^XK**8m4$U$Va)!R>U=aC&jvi
zTNkO>Nt1Kj4zpMZe*><{dei`l&=SxSEJC5cb`68+4M14L0s?BDWRLe0wL%E?aoBKb
z?_x&##RBd@v}qV#+kT>=s!gW^o;jLeW3R-DqIeVCa}JxP(Ts0;(2Bpmq1ei^B$*rs
z8&pP-hptnmMB-PLt}-V`Kf3{tP@mX#@~hJ*2lj2Xta8wnwyb9cT6eZfK}frk)W*e`
z!MPZI8WDjnrgkZfj_uN$`E=9!AOoqV)W_|jQKyqYB{~7UZ-WGf`q8%V*mMq`X=ks7
z(kbp9P&jO#jfAK6(&{v9!~^p^+@)_ems43l(+>b-QS$pLpqxU1-X@f9h*#MtVGD=N
zVQZt8JF#ou{T#R3of>eU^F74~76F=0Fli}fjLLqbIWcMjFTabRRx^Ux9T+7qB2m8n
z)Jj+k(GmY{l+T`)j~)WU9IOxvwA!HD!v3_5oFwC!Xe1>|%u>Y}G{$hjsgHPaQ^PVz
zNW?)MAb5l6d{Y?#0b;JGlnQ9aR{6oQ-vR++6J&I*eME1Ue8K}B87Q$ppnC55+*^f1
zJDAi<<^lB4-B+!olJa8mUyilG+05Xf0%kI^o^VS$iRr{!+)4_<%AY#5F)kS?t7MHk
zg9??p47WbxSj(b|f?-r5OxnH+t_G(Rdqo7_c?2_KaMrFv$lxnKG%_a-r*TqSo(-K3
z{*Rtz8T{dqMZ{#keW3VrSW|}oBolo7g2n)Q`LLGu?+zAj`4|q#k!PX&xkv-iILsCc
zR`{$J-W7Mt!W#^i%b5Ne_E5D))2h+`1DB@>jesS()*$k=^pjI^TN&yd8C>w2vU=vD
z%B+ZSjzDzn^HlD&T2*OLLuDHj?2Y_6Y$i=45k$5(0o72|POei=)XHahU?G5#*om90
zskfk(WFfxm640Fb>bsXx6cKW6oA+@@Jv9wYe9HVOt@q61k{ZjNS${jC$vImPsD-YI
z+;$g0EIm=1!sPOQ!jwkn&-a`PUQ=OyOLo?D)~u)HS*9rQ^!MY`Fl82$sA7v0Tr?L{
z;Tbm7Mzb456chB4Zf=-3%}<Y+N5SO{?{RZ@m!)fS1SQ1<c-ZOEvY+$4g{rC@6}=1g
zQd=}b$>Erm7$Ib`Nd*Lu6`Y%|wnRc~PH>MYOim{5O-e4a_*oUVL+reBn->QKs0GzW
zpS&NlelKc1Rl))FZ7<WSJT^0;g0h5(*iH|E^ug!;cHW*TU#}jcvnkw)K^0C>!mNNf
zeSzf;_n=k<N-x2(#tU*V?3_+hCKWc=R3cPRJ8RACR(C}J5c=1}E3t!ubV$qDTRj5c
zSbYvu4%bTq^z{*^a|dd$pS`TkGwU4&Q3YoMVO->%8+C8fEANFsCYd;1wS6wm*q#q6
z3nreS`E2J<fbn6R@MqN<-!xn=ZIX7z21|sy=WV-mj$ad8N*2=@rB;%NkVe#^HN#g^
zF>108^adpwV@p4ICgg_(BZu05(=y(*#9=G)j2*(71_?z}?w9vmfDV-oiKLWi<}5YZ
zQ?AD5#{<hCvD_gjbJjf`Wj{JV1Aq%gIV8%N5@5ts5%lO4AP(I<qbTEctCY}uAj=0X
zXtbyMr{?PG8A_Iwl8a0}H@D^^{~I!8cO4dEGvecn$cIrVVoUDCQTt!;%!gmxaCAvS
zpAY6fRQdLRc@zmX7p`a4kP}ucF2T@cr+aF#I0d28)^RN(ck>nGsE5{0g}6l+Iz5oL
zGKRxP(c`HH6Jf1(q#j$*p;L63nGMQ+fh8H|uqJG8Kq={X9`#jNM%x2W-FN0fL=i}}
z9Oa*D3a!?D1=c)g-9|G{uhckaj{LP$X$`eX;Csoq^(bIZmBNy=VL7yP@>xtm?Dk<@
z#*{V1ZWcpM8+46|E<_+#0}brYy4|VPt_DK-XR2Ma+K;KDUY0&2w{`MY+#;Plm-)%J
zXlxtTRB3T^`O%QjO69rQf^d2jIKsksjxjAF?xieyOzw=>vHR$ZVk9}MuYqmQ{AK?a
z_Wyd00bl!LGaED|I2gZoZ%Ry>wR%Q7zn8<RMz2uz*4==T{~$CELDLCl9l|-%UmZ1#
z$}bBI&hfV7?{q?$;nTYWl&|37@jsaQGNQ=*$XbmUP`p~#Q$BLcWifq2(JV>5Kgn6$
zpc<Mh?-2ekj|w@1g?xn*b8I?EK#sjL)3LxQ0`?{N1cRvGS8?4bM_~E@5h@bhA6&{w
z8LI&61WFdGbDFvjabX*XXCFnir+Ljh4I<pyv_F7k_&ohU8rZXlit}V)_HIJEXEy<B
zJkdCqRf8uyOSU61JQTPi?bjZ2kMF1tKWWAlm#_;JsJrSSv;<O3INYB*`ziG9vfPPj
zgaxf*NLiJxYxq>HMI3ct5N@viUU*rH)F&mbKFLp^i-Z%|i|N*>U*2u2g!ceH8u|C|
zKx!l*?dq0#D<O2dpZ8BHM!Jp+YDUq)GuFEmy8Fboav{I?g>mS%@b!hbHJ8348`=Fs
zL=SNF{l6Ko&%?RwpnM%$jNv+n&08-Fa#pFbYUc4Q(eb<tfCMW!u<P*UF!3(>$qP*G
z@zP~SZMpgG*exP5AX3Hw9_L3uU=pcMg_^GH8Dwfxcag6zVgjb12A+(xbBqkmhh$;$
z!QZx~tcofakgrNfV0RY*7Ob7+W%U3jrB3HiY7@MNfv>UzfqL9a;#+idEA`3~qH@@(
z8z1L)p7W0=6}la>=0*vOXT^nT2QN=I_11fP{=!}5<Q6tL1mJdsyino`x76c{wTfH#
zd(3ESS9^>#RZGkt7_zDgB#&apb(tHus8Z~%b>LcqZa8u-d=m4t+J^#7Abh1je!+(A
zR>ad~NC7aN%$`F##pl?_d!F3-LGQ!A7Fd*7en`0HxvEW1ALV>GOLseicScqTCDn!Q
z-$;gVz!x>`w{Jy)LVZSWp>7^}IUDcV^ovLet!n9w4eTtB(h4#aMQMjx@>F~8JA3~=
zx;Mv}jx0H{d5{`2VFf2r`MuxKswgQyjMUGE^WE?m0#Rakh?fo8fRukJLI*?QxaX}_
z{etz66rz9ra`qQ~455f&A4&4lTv0D`V#omCkqXCd{owF2T=V&^-%rt^Zz`L~SY@?0
zzAkNFoHRvZRxra#m3FFppb}3EX^RUgxGU~o8I0m+!~hekA43>0b#`&ZxizikvY~%$
ztP@{WIe}1f^Wdfc&->TvaxNPW<lJ7QV7~dy`TnoVwe+uT6`qdgX8Kx8=iZmRK2K8-
z>wza~^97PBbDQEU(4UHIL`T*Ly=+X3da`*;Fz976F!R1d%VE&!+;m@mZ__8RYGdYG
zT*_GhNX^bFO=n-xUqj8~ftNwp5%f#)?6k3^TLQUyfeK>Y4au}*T)G$0+hTf2F)WF}
zL&Wt-phMi4{~ebcKQ{j@y`cwJW0t>sn=W+6XmYD}hV2G0C^ONYsjh1xxv0K9_YhQ-
zp7P4#fd#;J860XL^wITSr@vdQpJSoEtZ$Ul)c+@W>EZ1RElTqTtm>-4d7*J}=U8bk
zR~vU@%|Fa+4vd%)=52wzqD4jI1Bo)1!42lH)LN{zE;Z`pB7!{)UgF4-{0U{xP1zKU
zwwy+}*tMtlw_?j)+!h!P5pYOH9|E7wxc%rksj1=%lqDP_Fz$8muHv>p_Xni-DtSFS
zLgFqo^Sj?#eoj>*l(UwU{gtCWQMa8q@uz_>n<-t_ic_eMP+b))z%8yJ+LwnGwBgqz
zD<LG|`gA<`EBDQ+Z=awTKQ-F;-Tr+&e4EPy@=zyeZ--9&yBtO#!-jv)z_F&%ESSA)
z<EE?ZDJq&8T2Bgg8~l)&6$x3qCzjt!>~Ie<q`{uXy(r_3HUoXk6$`?|h{ajv|8EF_
zGA6shBuMG;b+LtE+%<Cou*Z5Wgyk!BC!1Hpb(O8uuBA&im0ZA9SW^+7(9_iT)Ict7
zf{R7P^*d?yDHicqoYkW3#)ACn2F$ET76_Qdvv}_cADFW)DQ_S=xAG$rQ@ldabWI_q
zKaTS|AF4KX1@3#G{D#f2#|73?$sU@?m>kX7Yvszi3N$?d0{&Lc{8iV#?4ZP!tiSwG
z1TDVrpUt!0i<{}ahH@WkEOiIq0gbHkk^b369M3VAJg@(H%FLwWQ{N~c#owTL^dVY^
zFm2uqfF$V0>dr;zVl}A)tJ=4&1qM>MSZDS`Ge7Aco~`E4LW@a<XyP}K9u%Nrb8t)>
zNFyqB)R<Zp@tLrQ+CQ8zxZLevn}{P@+9w6MSW2E3MYtN%7=%}#<?O*wSPz%w7U+I?
zW67|_p6ZiGd)1tdH&&}6ix$1~vX6vcqeP%-0+n~)Pv<}_81SmLjL2R`AGyij%K)pT
zaPTVQnnGR$XD#i8*SVDNPtM(hK7>zC!J-s`_IkCF<G!C!VNBz@lKN#@D|+)M)o99k
zjXFixvmfjeaE*;*apuUwm2t+jsKl8`!{rESs|m&dVc+J<NAN4b6zL)ljmxB=cCA|u
zP{cc^ChF=TW9jkd5TfvQn6}9`=Mk*Hn=Ga6^>i3{pR&?cu#4D??H_F=D9O-GxNx<u
zgqQ-NsciGGgB1?$mIeEIRz^fbpT_$lx+~b@FOL@MN{IA<YrF3vjcs=tw!MF2bt_2E
zM3dccZ13%`d`rkT=%0v>?N1IIr-By;)OQJq_hW%rvmWp-lM+}}Utu;r4Rm{+UJV1;
zWfp`iER?x5{k_c7wKpvZJv}|=KF~?yF8@}fHtMi6T(Dozu;V@CSlyQ(7iSN@IH1)h
z3en@rzJ=M`?LBuo2o;NJqdz?o2}EgUr)oBzE8)_C*e3Cm(hA9cz?vgpIJ6u781-mf
zK0(lt1x|Womi-KS7=H*`IZMOkh@Eb}jK6u}lXa-)xFR28i^bDH-o0ElzHvCewN0HO
z(pMhLX{~$<Z*1f?KRB~uO<+6}I1xWXe$1*KHqkl9kU{B#<<mR=7;Tkb>?IRt=_eIP
zPVPaIlo=q$Ja-V60U3`Nhw-r-hgK<9BN+`H$n}0JtFt8EP80gg{y|Fmt6=d!Sy@=7
znxE4cPLt)nB6x@D=DZj!Fb+9?LCSlA5vcZJ9zOAm&oh^0y8t-&j3iQEzO{rwksp$&
z{JJ4krJHzzlgYaOUNsc9a_4^VX!uhQ_?WEFXVkFl<fvL%-FO;_%$)MU1S!|`Pd7OC
zPC@p9nQwkD>Gl4LJ6z0x|4ELHdgQH?DN(Fn-;aU$?GPsKDa!*pk39^Ln~=1`rxK~k
zi<pRC0@lSUVmo%1JzO{cM>e-;dp}%wi?N_Q!qpHZVHolZ*$|Jw-XTJJj;{hGL_k}#
z@Gd=I>E->W&mS;0aGF3vePTLuQy$C=sA+Lx3R+rcuQ)?{aH3^Nc6qI~DJoH}m6u&h
zL;Vzj(gE%1fQR!;GL4vYc=~Hg@-#%>5&w2911)2jTtx*I-EN0&93$}e9J1t!ID$&f
zqA8Ho+ym;wO{HK;t$?mc6^u|ZLtXzqykvVA_irX61g3%pCys(ikX93Nm$mIRx_3i|
z(y(g^M!Af{4}`{h19=^Zbw|`}Z{UeywNu;wLf<%SF|OCNGIg|)aRD6C194uR75gqL
z{igfS<mLOv8wv-4M;TMn8gv!kyjM_-VReh0=4SR;x49d%*MEcvS;PNx-wUd09BWKt
z3x1jR2G>E_;a@TKr_;ezzN%Px_^Au{hlr`VXDc@C-9Zq0_I5_1*Z3pMCn}WFJl<g*
zRAO0s_89u)V5pB9y1fG`i57A9b#R5iNv-812)MUx(o1-%yU+#4lX)$Mta}-G@!`%S
z`r0VP7t0yjKWGv4^v_T&z<d>lw0=K4_8(;~3&E0G`p}ioUX+k$Hu}M;2kB_2%Dv+W
zLuAGZpNQ~&j^+M>^!2Af{+?u>k6NN)EU<B&yT(#v;`*rz>An8jL-y-7AF6`BdZ+2v
z|5d9vKRrtL-Crf|^mHU`C?-|oy9NW|w)to3l;bC|(*T2FV7<%o<QBNG51=~6+*55S
zu3^&HQ1pGqD|I-1ca&q%`25gG9ox}25p3;9Nzu!>L4M@SrUTr`MR-NZu7!!!_YR4N
z6(u){{88*q!4*Fp_}UPuq~?6U#jhf?(ixyRS&1_rltn542s3yuWUT_VlBtq899mmh
z%Yn3m6H=AvXn_MXF`DC@nf}O1u{nX!N0~p;r+AU3J%pZq;7#e`jZy@$;>oDq&HITs
zh;xz)=R0PzCOJUq5P@oDh|mU`kwl?Q!3E32M1@FzrD>GzdUwAhD$@{umZ3ga(z;~7
zahacEY5+(76qvrrBhfjnGXQg8#y^XN+K*JPMR2$j2(R&;?sn2J+v@8i1Pj5_{#R12
zePVcwLcNPtP3%m7?^k}X=MZG?Tle~leTwKVhJq@P!r2i;`_cI+Ap~r7Ul}Ut_`HU<
zx>z~0Jmi@Dm-limD0uc=Kl@ZxiqZiT6`J;v4rr&K2FGXaAr4U`1sfRJsC?LVyWben
zj^pE^*4|Z?FsHRP;c;K@;$zKN?rjTvkN9}jxKkE&c7;&wwInVKEP{_=y!Kd^f6TNw
zvpBjnpD3x;GG!5<wU<mnB#pK-2R@IlU?k~t0n;^Hs|WTh2`4V#qYfC;)w^}C-p+S(
znu-kc{H1Wm_R)EB-Gf$C$Lg`=SJJ}{d=C(NLLQnw^LZkxgZjw~`OcCTr+S2PNY%`|
z`J`ct^IIZu_Kn`Thq|vp@3D5T%+#&sqm1(LOR@8Cl**OoN&$L)tN29M$SEVB1$A+#
ztbCO#aOLnKQFff(E6k*EV@z~|5mhllF-8Sm-oi*YN^xD@GR2^KviXnMTfyO31S`pH
z!9k$=neD|C^M21EJtIC_S3^52KKG(gE_BH78V%|+=A9sk?1Q8dS3}Fz7^97h@D0u-
zUq62<WnMLDJ{7rzmP7V6F&cx~N5H~X_4Frv_mx?`0|b}|e%~_rS7+g@9IwpTW2${f
zj)cz`P28cmu*L+G*+H1E&JfB2)#zSRa)OPBMMx&N#_RL~;YWFjn-=0{kC?z;S#tp7
zn%(J-2s_N3@~ON1^GrkJcp7{vsLk&@LC$G(CO;~K;0aSXLgJNCjr+a+yc6~@y@~T!
zO7iDT1#eD@GddMkejNBo{Ut2cFwD6o;&gn%>A1_(O|03|+`&QeLs+-)ONA8ZTU;s|
zE`rnEjPX^xdEE3%Hx$;o&lvy=ts}i1BC^XvEEnBIX8;sFV78;?QX+w^BYPPuN(LB;
z#vlXEbvX|N^BPk1;QY!gJ2fbk0lMCyW@Za2w-@O&m*9bbVIoQ!Muk?^3puap_zL?S
z^8j7+97r?(hcA}V-z3OTU_bIEmkX#Wr&5er?;fO0!VC?j7u#3`TulP&c`NK-EE7%4
z?s?HPI_GpfLbm`~U~wbALKG_?bus#|t9^qGI}=*JB#${x26^VS>HLo45o=o?%Wq@W
zY&tblbsMB8U(!{B_<&7qA=(KLZ<Vw$FckF)=`xS?J+#)P;W9-TFT3Qt1YV1!xc(mg
z4{B^$%Np){Idwh;PwJ4?GlDWZs~twfj^n^kSaQ^ouvR%q$YxiT!20g5@-%qUZ_V!G
zi+bY$=&=HRZ9OFhJnXwm{m}gKp?;TPr(nuI|1aItpQg-*G`^z21!y+PlYPx+-WK$r
zFb=~wAS5iR2D=00|16P9be^BrOABRt6j!?m33@&Rt3dDRk`vRE@?-59sO5JTYmPkL
zp4WBRrVIt4zxti%gbyeMT}@!*8G4aKIt3UGa`)Kj7*Y>@P=`Ye2pCfckf6?Nol}%x
zOB1Ebwr$%sy4+>kwr$(CZQHi(F58~^?>x;~^Li3*85t)s_P5m&ia<d;6*%ckSj&ss
zj*@5&)O0pI4CFRc{9z|=c8m=F8RD}vI(zL(+Oq|v%A$?%skXrZx9qad=zTEh-A&z>
z*Wph-guOGdjMmadjDkv=*SZaoWZ>r9jFf<;Oj}BYSik7W9I1H8_{Eiig08EGT?2@h
zKB3M4K2{?T=})GKZ4TPItg(Nx>~;|#bP_-G(FVrjIUywen<9E>yHv(7@xFxQL8gnS
zhS%k?<P1&7+6khJ(s34TJ|N5K<2B}0la7<?8VE*V%=vXj;`_@;N!HEV=Tc(eI8Dtp
zJk_ga3I^0jKP&+{A0!bA>fh1!CN5^KAFt6{OPY#cd8RY^p+RQ0oQmcpx`V#~xOJfG
zXzu9BZI1IXfe$+l-YX~&e_i2%M`o=t&^A+b%Ntd#Sdc$4*ttSH=qrLMytXBC#7MM%
zAGAeULvr+DP{=tM!yohuBPJP_=oqDz+kQ1W-((gY0X9vIYX*Ke$X(T_P|?l86}%M}
zN5QnDP*B~{0HGlv6JPeEYH)oNo{{UkUa?I@2F%?IFY9)#K<%z%<OCP`?xU_QW=U~U
z?)X$bsh^F@4^2gGdcw#aQwUOvr)@<-M(D`u2ZQ2Y8GNs3&lGY44wr5$yzRa)#s3UA
zy4Wj_TU{(_kXUQmd<TRcpXZyWk?T&R3IU?)abYEhwT|Rp36w7`(Vm_)yZlAWY*%LW
ze_}YJ0|YR*Y$EPXxBX#F^Q0QY{a}xmuv{oS|8vc9kc;eiDKU*85_)9ia=Tc;^ZdNY
zAeKt$r`nz=g09l+XP#<49ZWe)h&BV3j_kd0G=>IH8tUI9`&pD6FqlO}B;e1I&r&FQ
z>o$VA-a^g;!M#r<yZUx_<6C5fs_Sp$IBj1HM=%vA22)6<#fc&Ftq|P?g`rP#N+jh`
z{k1SZuY+bOHoQ<sVd?_!z?G`TH@FUIb)-US3wt!wUSoIlWAfh{7Zd;h>GS_p@ov<f
zwDQjuL*MT3d}H%}vUR>X^?tHf(zj~-2y6BF3bAiC17x7ia^Pt-S7%chu!U%-zE3^L
zyzMIyH5@pSzkCLa_D2W37I7tmMV?4maRh-<_NN6#d1~^?+FdXn6!G_MvMq?)|AN7j
zoxH`aq|Wdhp%^yOYEH@^wu|?~>4A#S$&Vv-P0QJmb=Z^<UEuuO(#-V4`(!s}hwES-
zVUuuE41cv+iz%-pUhvo2Yj=Ky)7Im=v@R$fITQoWcOaanZbtI?VR+S^s5OaBu^l%d
z8YqSgV^Eft*pva~ix5*4Y`JDHLLJw+>kV2HmJ2p#8#DnOP=&i~qZ<nk>Nce<lz=bB
zZ5RBX;-ULPJtdeaJ(HoAu(<^eQo-C)sTXY}p#tR&)3Pr<72kuj%SBt?S4(vKjJ4VY
zVj+jU3dcjXfn23aHx9ucEX)!-)#p@W%&y-^_3zP&f$urKmM6WWoh;~A_n7j1e>%sV
z{TbD_N{B|BuY$Uqx+dC=ZcUHoV^QlZ!j=MDxdUQZq_;G#LEhsC;|%*aU-e~2<B#Sg
z=XLcSM!CQP$ntPM(n4N>%-S~3?!$%rfJEl}KN6-EzfFbm^DA-*ADG*N(|d?|dM3S<
z`nB;WQPczN<i&n1iQUg`m%ghv+BP8coAM8wX+;}1l004BdHCNRgS8xptXU33X^AnA
z5>|00c)a_@nBzdDBLw2(HwYnTUSx&aY2pQk&dElw&o>g^QA*{&SnJN329Pr)vO@An
zSivZukh7`f0Z78!siVbexo$FBY&q-8fk3%mf#8{Bp}_0ygofj4b!S*L|KU-nusA4U
zp2~7q(mo_0)d@1w+n$MAK3kGzLTm)0qyPaQLZ-KY35X*^<c8lt&Ql#M&@X$rCiB#t
zjH%(>g0S=;3%vfdMQky4hrFYr{TBTrfDwigpUm85(7t_8si?Nf$+&Psb80m}hd)$_
z9c-fTMieje@9BMZ7?RBu;>Md)y9V4VJ79E((@ZL=@uEKXYgyN}9Lm}E5YrU>i#LIh
zg1jnxtpgG21{;E0ljQwqh{=M;p526^z_vrRJ3(!ml3<$I{B)RU;v*+c(egV!Bcv3R
zoWW52jOJcx>W@FjVdp@Zu%<aKZR)?X`Ln7`;2Bekm;uei?eYv_X*(SQIneG<rV`lR
z#sZZVLYJwQ4yl;G&!a6Rg+cJ*W-r2IQbM(@^Jsd_I@s3~H%tK8BrG*%R9>WseqqZs
z!Ec-X6At=knduk7HBS2hR}6G!?YST}>N#_@P0zeG635VoNAy?s)!WPP%s``g(9h-h
z)a$f-9VM%>lG?@}PBCkiv%v<~)h<JfQC@KKn9qV*1>|R&R(a<GiaP;Kj(=y(pheP~
z6+(3xRfk3OOGUJfOv9wz(#?C;rZ&H!;F`b#c*83W>j`kctgZAGVD{ReT*ubr=MZ?6
z0kq%O<TMY{roJ{mCs0%0qmu*XJ>9crhi!eN@oM|USap13=r(I<wWf3w&HeJ(PwM%$
z5`A02rzzZm=a-~=<R2~%s~S{XVYY^Y!7APQH!F~u&3oySiK7f&*;svW%Q{sqB3Uf3
zqpR;=1uwrmBATykRku<@SrMsqTetU<R|GbcG%Gl(L$9>>>ml-hr;!%YqAc~q=FIt@
z8X2US6aG3y$ks_Kv>*(6w+viaQ^-rm6?z-yI({@#4IPaC=>PpT6Gtd9b+VbP07bk`
zkq7?#llG5kVeN$~7}Wq^1Q^4q<L12V!iog8)N$gdI`LZbe5gTC(0tp>z(L~0h;Y?t
zz7hPcl^l%K1+c%n1b;Lat~*HY_1^gpqt*4p5@*xuM)Jy^+n6%o%#USN!VA1GI`2{O
zy6YunOmkh<5Xn17Vu6DGao4+}41BlsP{?IPmx(eS2pvGX>O?{t;;F4*ZRAQ!@mC&=
z36}mc6u5K=xJd>nSIP|S8s$X0zc?B)M9?G3w4H>1V*NE>!JjeA6SG|}OecG#q~uwf
z^QDuK6d6lx+XRs0z62>rQSkNJvLl{V^wY({IzybHFPMp?db5y*W`bGjWc@z>9b%t~
z+<f^A263IG9Oor#TwMuvFw&3?E*<Qkb?Z%Wo}?h{FW#Ran2ow#+BGxUu%H{TGd|04
z>_%-M5@V+Zz$=^@9ln6mfTmI&M?ti$Y*bXcoC8TeyMKLTe5k1jKH9r0chD8z1GZgV
z|D79`rm!-72S;QjQ3a#2y*g?A>K2zoA|uCfR-sj>+QBRj^S1ErPXCS^(57(iM*9Pd
zQ<fz<<xk*+bhIQDLtV_*C7L8^JPYJD%w-(j=indXEwM5RHlp9F&{;r8Y?5k!CSy_z
zc}p6wLss1`Vc-FDy<mXvAMUruTltU67$nXAAI?Uc0a2l%eA40?47KQ)E1@7(<py3)
z`koC>MT8I@zrl2*2d+v?VqiE8XRB|1BxJJ6s(jJKz3h@i{$G0Lnw`uK$hiyNWjHr`
zzGHVeCSKIdPsw*p6No(GXuxKa+_aIj(6DWQnHXYOO&Po$hgridB^LGg>(xXymn!wr
z?Mg3#<I<A9Vj_jdPO3<2d~%)aL&ysR`NzjmuC|L#p9!w$C~UD_3}|;x7caX#kj>8?
zfa}wL$(XLhR&%_$p2jv&dlkNw`a6|(A##4C^FDb7{_XN5<(JTr@by7ir0o3r(?0G`
z>Ymx24q{$Z9^112Y$Xd8m(tF}{>~&reRw{=s{Hgg9yqTk3-+koZ)}<)+rrIVs!P7%
zRA6)w{|-(YWOJ9pysLf}9QN4j2Y(n^e;7}5=MOL*v4e}<G}PJ0F5gwXHazS#(QOle
z0~jOu`H6<2f?1le>Z{BoV;JWsNiwKayhFJ@&8T9zDbj*Y%i85;W{!2}AeqAe?K*&j
zcQr>Kco+|}r>QQ{IO)P1pNgRB68$D%!Y>Y#VFH>#a_&dd4vX=JC_wWF-v?tN=KL{v
zRD1e@;of|e{hyXd5Q<*VRxbWf=f0DL@kh#JsUgIEJPGWiQ2*C&{V}Y15`2nhHBCJw
zp{@b9T(#3A0ZErT6-lG=FQ@-8>bWLLEZW;)N&e*#nyZ6Dq=6#@_UKfrRLpb0RWc@2
zPiI?@ECbWp{UV1*lbHR&$Qoa^oht=e%V5FEY$H60+gjrg^I##?#kme6kEQA&{hX20
z29eSe6hb8!m2q<`o*rDKvb-<Tg4OadJF$<kk6-r>P7{VUO&7x2Oe?EE^<<t1!o@j%
zvxqjFk~kC^Y$}OZarj$^7tMP!Zw$`FwoL`*p8Ju6+xH|XZ}2dmokR?3z&E*Q?<rXS
z<&z+hmEX67^Dx&e18m!6Gctfbx)|r}kW&$_cc0=rZ!UjRjl!K4i*-*Y49%I#zAqxV
z#Jw)dAN{FUDE>$)=x|yv)uv8D1;eYP2+~k=i6g-}R3}AA<Or`(ifmcc9FX^1SVZ>d
zhNa~0mU0b+J{lrFCEc%I<C3yJiXlSrQ8eG@Hqj4-YVla{1WLiDKEa4+n76Iwh^Uf1
zT({JyYcxD^rsi%d2<H-@v-&{Pm{=M0$unXdy=4n0jEc9cwqU+%6e%?%i+M@fvV@F)
zn6)AXdz*9N{{-apju6<@%+Nx9vE@xy`5S*I+kR+m{a34ScQY`GvQ3HXb@9{d1^`AD
zPv()RyQSE|F7K^YyKktnIAH%WzS5BZ#)0a-VEKe!sU~V}fI{H`JurbTl~RyZ^@fK{
zVJFNC?p~q3v<#XG5MBilTUs)H6Qp{t!JrF<sL=$1VHVBjxi-r-vh=;fK+`S}uoU$+
zeP&eKYPanZr+#UfKgNejIjhLM8{328{V>YtjjrAOAXyy|+ZxNV>KCLgd+F4|lv>+e
zX0ABFl%62y6z-t&M}lOSskSgomNjTkgF*zjcfA6z@sQ7t4t@7VQF2VprpyJS{WyI`
z)GkLP<z+{2*S(02nCIGVL;(>ro0UQ^vW?_%)1zF`FeW(ri->s}K~5P?dGq_XLvwvZ
zj^i}%ZV~9RpuwTyK3jaLzT&qm?0JaS$LpOIf5!X(caFTP<5NbSk?~Bq(Wkd2iWmz4
zsds{|Y94+L?){-<E`bbF;{z7{h|>oL+#!KGwb1-A`qkGfWZ{k4(YZnng#!o32TqCQ
z3TJa9%ijwKUKqP_#sFiM@v?GQx;nQ*gClKAROW^}%_t+47Ic=&{Sd{n+1OGw39?A7
z@)aOXlL1S9(UTC~aQTEw70y&Rn3i|*i_fiKWhCGG13m0MGrSS2B#pRYil<)M0SYK#
zytS5ZvqmqD>j1z~-3vNI_=X4VZdNjt(LD7`Lxk0AjkCpB)kE=_#Fi3i)S?}Zw!Ik>
z8|WFam6enXg<fnfr-fO<C|&1UMVQ#6pehQ>;&J%u38KIqVW^$ubGuh{lV=W+!sd2d
zTJ~XZvu9kUx^_N4H|urjL1H`-uHef2Fk3$3kzGB=gqb~}Fa+$L{=k+*t>3xvJ~NQ2
z`8PSK?+Q5nTB<ckncrlibtZY@X0rJGjgK5gbG_T*K#Yot-A`32O}qQh)V633Vu}7@
z1_ed4+@$-%CpesL`1dloQ=A^pgIB!c2=J4Os=)s9hfaHk^V?ec9Mbh{g>5;(n-7`(
zU$w*E2n>2<C$=fI6fp33iBn2KG_C|7t1i5$_9Rq(?C#Q+2gOl+zgNL{<Kfq6x^+NI
zR~<u+j(zy&D|`8=MD+Qm$SU&Ho=AR@@C8#VrZym_O-_JFKL-0Pw4||zrHBiB$=E~i
z`Ccr!?dn1DKctJegi|#x5qf@zEx&fsxf+(xIF?sb@*?6#BIgDbf=Z)NKthlsH);R@
z!E|xlgZ^-7hV8U{Tg6`+o&>YPfy1)cxH5H+mWr}!>r4N*RUXq@`ZCg8OnMpYunI!F
zRFWuZ>rBd6`+Ezw-9Uaw#bB8GOn!h<<PMNt@CnbEhlP@?>O+yL&7dp{ZLd5dOsg$E
zGcg$JtRPJ%xV#N(y^(P+CQ9<g7MS^l5{b!MEGtv`yzL89ZD~jm@NM(O_+b~~A>*Z?
z5nb=s=bg5?&O5K%r9|tP#&qdB5XhxabKkh`=T0E?*C&6h^SRA0KxFEd6d9ksJ-RDf
ztPeP21<9Kcw+&J*@%z0C8RIi-xeOln+lXQM5GUehuCs|aQW9mnl$TJXwk*VMK}jRm
zad;FcqbrHO{XbUj*tTQds{C3^I()M?re!}^=>u02u}nq?*3uezWBDIyL^>_?J91lF
zq4Z;~V<q7eRTa8$$Tr9Y*-Yb6vWIXAVKvY}zEAp^U9CVH8`K8V_Eddur(`z|8Pcf$
zc*ICA-aRpKz3S{Kj9fvc7<8>07oVRm!m5&v8h%*22dlkpG?(brH=hW<7{gG<gnGyG
zpc7lPRusR<S{V}nN|0oKG~tN^sde|fXbcsCYJ#PEvlg5ZgjvT;udvr+jC+>LJCdTW
zx5`S#wFemtKT4NfitpfpoWA1DGB+7k?pv4%{13t+#4rGG>aiyR4ji#api3bLOR<OK
z&H~I?6A~U2(LaidRquSPe6{BdO0)1j?ZHXM$!l=q1e9K0)Mm9v-h2J8ul}_ZHqkMH
zM=RMO{xikMLa{naUij!s!Z3PyyY9AEXc);X+Tj-QxvB4G1r~wUxX*{}UxN>`Ff62Q
zM8NyXHmF-ZWzajCQ(+~jSLqqY6){5%okPk)U{y=P&KC8BUj48<c1=tSEM`ISGGZn@
zOlE1rRb6b<-ZnrOl|K^yYG7MLa%4|{B1R3&V3F|u=Z`fTn+|Do+wGVVIDny2auYiN
z+a)jAT`o8rN{AnCP+*I*bD~zt4Q;8#;LztGpMK)oi1n8Ze1ulkp>#22t-+JQej2X1
zDeA^$;o95J#E0)Aw-Xs<A5;|<0*t^GK4%Ltri7meThB`Ex9DNvJJFuSl)qad+|{FX
zL0YYRA#Qb&T0;K<D&ohMiK%V2-e3?0At&=RSMs?=#&8~J&~XV2ShLcb;?xWKaateP
z9OMx?8B^x(Oz<rjj~Oh@o+fCq%j56;GSq>?kydSHK*GIWdytUM_$#{~P%Mw_`=IzY
zAF0ej72tw53HFt2obv5_E5QdtZObytt4O`U=^*s5;7*i6^HTXyjjmPJ=MW@h__e*U
z*-J_aZsZCzV6@W}nqYi67Y<H@`HT<(QEJ*@vevAr?no00rC=d6VGk#WA42W3w^<+0
zAlED#EASfb$zEbN5~Ij%u8uPUb%a8wx>Z9{Oj0rVK_=B(yn;9Zw9^0B$}+<})bj+R
z;JHV9g*AAsLg$k*m`X3KEcwGo{c($MrROsa$Id&dL<Ow+eF~V)dxQz3^}yhtVezJk
zK@^}U9Ny}KmvK?}NhohASd&zk0F`<=xAFuGMTpTyX<m_bKodp5c29E!*uHq(oJ23l
zSIz|_g1RC)ulh8FUm$=d@&$C9sM(3~EFDBK*<pl%n$uO_F@aJymueACFtcTZrqI;=
zbfYabeR5$Y$alDsEi@skH<`~``vpikImo6TX=G3(^6Ilg3)i%x-d{JlpwlFo5|hi#
zEL>-|V-U;rFtV2)y-+LmBYRQKIxk)U&rsxWXkMsI?AG4lX><+pO4vcn1<}+m*!4y2
zwjQ-2<O%>gC31!9aSA{FFmxcW`vr%>%oU(6P5xRe*CwoVHA19j_e0l(5w<}SMe2Bv
z8f-(bKT!*q)TpFTBSd!lhhu{h9nxnge^DP(s+MeyDbdC~(S5baw06k6vx};d)WY}>
z9~P<)L|HDb0M5i%TmbtVzQU?OTCQADcxf@tKB5O!y+d>$m%lJOVga(eYVl8h5jvl!
zXGS&<uu@dE1`9U7v!f0cVe*X*OC_J<eZ`KVw`%a3v)yZIJm_R#3}BUkIV+~GY{_4S
zf2Q>*>!r8M>7{pri$28Z&;IztBMrIc8Q~N{z}3gJ+iiaSaZIED-^pT%t<+srij3qP
zw+D}!&yR^}9nI{#?C)%~!cd(?9p_;lq0jDfpA-8td+euZMKcC`TB*ZSZ8VORt9=cU
zr?Z|gd<#YUfBiFo;PSc3IfI!?R;wUpgci|^T^J|t1KD(^DlE_@=>9wyw+4>~4G+)h
zcSeqN-g})39*rFU&Vx<K9GGpK^Nqu{lzB}Yme#CEaI_TaocMBn`V>QOWyh5V477v4
zI8{c++uH%8&OB927&tJ!V{b(5)wLEB>yihOZEEN>5eJtd|J5?qVe0BU24&9C)AXCa
z^HCf5a~d+MFTJkO0;o)2A!5GJj{te3wHNbVBC$AJftz+f|5my(mK}V#8$Oy?t!hp9
zEto~q^5*vXVuLTBwrQOfv!4?Dm<=px&g}vA<guLSGp%_BhUjg)=RHigI#bz&ezhAv
znha)&&9Vdybh=Q>wUtz04CvWs*k<YKPbnG$qzlPoyRj(enAyz?;*VSYKDF1w75Z;Z
zH&gf9IzQm`ymh>=mu<gCX4CJJbvIPulUsLx6JW0Ah(4K?)PEf%@UANhdzPahuz^ko
zi*)aNZ@_B&&AC7X$a@r(3ZX!mOCv)H66x1+UgnM(MTTnfj?Z8zAWOsGzM+r@dgw<m
zptSSAly$h%c)L&$7!$8?X}|-d1TNl<1RstYZk5LgUqaSZC*N?JT|iQ+f$HwdN_>qN
z?12qg)tj*m<p;*%-}W7!vi>=Pn~^TIoQf&bMkB`PSuAjZ`oHcwb}vz?9XaxdFx4GM
z44?>fE(r1&TZaxD{9z{|sm<TqpJ9ovi&%PA#?{O1;1mX0x1Q57lXg`=ps^=oBO^cQ
zfzKO-3*2CEMVnWRyC3tjhsBldDd*-Hh)9)8dE7ETv?Z)o8ssl&Vninh6?ZE!vDm%7
z6*|qU=Ysi-7!BKR^W4W#Q^XN(q)RFpM=Kh{rm~F~@@FG|qT09{eCi9J4Mk{#iI$NB
zJmBqC)ZKh`20`tu0tz3;7{i{&4Od&*hjhyA9?HY3SwQBV>P9VW=z8+ZF8-<xN+tVY
zmVVDAvKa5<hqX_TI%C<CDNC){8LVS*&0Gn8B<&Y}ZhQy;`P=+L1inwk^q&H}<51~Z
zF*Z8Fq=nn-_e4ZcrE~YrhcGmIut)tBp=IDWB@H0I<%m>vk@sqFrVTSpdj26q7b4{w
zGO9tZU4KY%qWYJI7`Qrq($jgV1{Ix&T$fiX(VWL8vyKTtFN8<-fEd4<=OeM>*}y4i
z6r+ugx-J+=w0B`0D*=y+#LT<|VCI8+|AL$}JcK8I^zv1(IgNhnk3x`A>njk!F$0tt
z8wo;7qU!R*YJJ6#7hvW&l-c0kV(Jt26rmASN!u*nh`M2{&_8cBHKlPz5eF1wB?KU1
zzYcALN$w99epX&Yc&Pu>?!n9$7OtzI0sqq4h>R<7t*v58^4HTO!C(^F58%<SFFBdG
zxx&FbTb6ZCiBoHO5*u+_yeMb#g?{xh6d;#nrXoecp#G>@?&kjGCqY<8SS(pjrF~e<
zXmm8RZ=-`a&<S2(_RIC9;t-q3d)Z;h58j8L$ZRR0^;_*bApF8Nw9TtOB<gptO_v?A
zb%(XH3T(P(HtA0a6AHseD^^bg(>!CgfUn|KYq6Pp57|Eu+B@@_H?EPGI&kkx`g|t8
zWNY^n#i1&d*m830tO*8=TYTUf3`B#=!qkkj#No?4Xc4b?kGFBqubCnGL-WK+b7_z^
zAa&j-3(E0%b=Hla4vVtR5HVERa1;qf(vXQUMh-7`LzQ4?PNJtfItQMGcQtuFzK)`t
zfI9W|sgL?{t?WI8>?t)v#k5|aD0LC+@t2>DPc-MYqpFP9DmCr6<ZB|ks&n6`G&$!h
z491yyzDQ$Ed!97ks&00|q06_KNR*^S?2z^PN%AJi%}Za*cegV<0uw~%D!=r=RoZAV
zD=5#XB=lV+HQpXz{RKc&-_JLdXFR^Dn-a5cDCQ1ToXj=GORXnOCldl!9E0^$6MsR+
z7eJLe;|}T;nO$uRq-4m-8Cu>_GMjPW2Q^ToP*8%`7RDHKXX|;o7=KMHIP%w^Pv^i`
z0ND6k425T9*)CVv_ofBNgWIeY&d-8EY+#FG20y8c&bHvpB3@+OJFn%hj1veye$I78
z@(vi90?4u@nF*Wk<qxfECNXR0<tpF4Cz=M8E)gd=sY<M)%5wQ;3yc(aQ$}ZBHHi(E
zS68!dZ`}t}GzWbaI;zXDP}Q_SkTG77@nQ(q)~4aG!5n1;;I7;}(5C-DL#edUSZ&4f
zI-gndO@bc&xr^|-a7<NUjPXV3!7byANJgUhEr3C$rL{1aK2@S0e#JJ4d0K0W9z2jt
zrJwy(2mH{Fa2mw7sqq!BadZD5fc`Z;+3=FA@?0KD3v1RTxb#J!B#@*e^{EqdE=#M?
z@o=4;&3YOa81W6e5d|mol<p%?_1coX?zv?JHZG7j4kcHdW5S>lB!ISJC^xT%-5NsG
zEOp+drGx1>v1mFsh}QM26S{-3Hw{CPg+!d!B1fEmVn~+G<hvlsbe08|5iPO7pRTLp
zq&{-pKzSZet{QXLc)_|KOYu{KU=ZJ66|e4Bq>m$O=<OR)(~KXAdrkqxnP{@xB@tx;
zL~cJ3t6G8~_aC(L%t0=xx!2}CoA_m%dsrLPiEi;Ndo_f$sWbg*$DYX5f{`00NfyND
za5ER(r&L*`{r58ZWfPz5A3mS(-_Bb6^X4D&65mRx-#{dM_e(vi@+GU?<n<2@#)X*B
z6V^h1TFO5^qHPiqVb$Up#0Up-ruT~(-N8aOH6xvHwLv-ll;D-)rshc6&&1$GoXV|#
zsIA!g%{1A~6vmVS#q=m-!c$wLah574TC25AW)#X6I$`x4`hR#Hm6*XoP{_lL12@V_
z@~j;|6Iiwm4Mbkios7wyl$$kg^wu}*swITaJDCqrysa=}3P}1a6fzEDb?dGN__aha
zAFx7=8(-XI<>#pQ#mIV@d3+y{*C+0Rnox_CUoh$~WlkxFzXQn(r0mvTOB+2wLA7+<
z@Ss_G7bF_|NcGl}yFTvf7FSZNC3OIirHbS&#IUhNd7Ia^u;V$&y5|WRCsi5q5SkxV
z3@H%|ikKy6U5#}i0n@}+#!CF4uE_EjRHELNin_hjN!$w}OKL7ze?m(QI%|7Hqd?$(
zq)>t~NTu=I8QbeMaMHiL`zg#cIXZ>hn6Z@oz!S)AT}Q$)F3wu4YtXf=7pAY^$v@?s
z44L-udem^lkQWagmIa%xR<{^dCDKLti^;8mI_O_c(fwA^W>8LYrxm2o(O0}*XM#$h
zH)7U+@BHlHq=xzZJVeXSmK$~gzll8){|!u-(zFK_Kh$5gQV!x&+-VH8O=)b3(pL9k
z*ssGQh)2tOE2o=6InWn?o}eTtw}Rq4+HW5#j-NKRdtMev+2X@(#Ra;Y^#{^3?9d+2
z>|sa9wn`no>f|O=ZH54XjR5nRUuo`$e8halc&?`PFz3Tgc)Si;udzEkVCJkCpQH;)
zA*CT0jZAv(2fD(Gi==wXBl73zSlWj83EW5m=4j|p6Z(6_Z*R5uBuK)EZLq<Pe1}L&
zx3z<ZOIOx!I`XZnlNXS~a)V0Xae=iR7q|r@;r8u*#kA(xAm=BQ_2;=kN$2~PvMYT~
zdzdwBN_W4eeM!|QOi%1L0#w?{O;aSU>4o#~4tfITpDb1_*)xwN0vM9S9P*4GG98D#
zZ4zOH6OV8dEeyaLZ#4-qOZQ#p2#MXH4nrXA^}V5V>MAlpZ%p*;9Abu`uD1hrbPC4f
zHC8V(`osJKjTO|%Yj>C<S+)>?T@!cHLlIU=LbAoVww#))*Ho(cTSg#ZC?LSbEE$$|
z@xbPP0+tu#S<ZJNle%L)@@R+T91aRO2L=CJ@_6v&TT-ILuvbGGnNHG%aVFvc);Ki4
zSx9({r5;!xrPJLvE{vQJMXK!9pKc_^ODx*=1CND|m&@aUgmLU(ZRlLxl6F}==#Ykj
z5If7j;ah!yH_#1G4-9EfF)C66M)|f~g;8+l({QqOWlJ(2f-s3sZH&(@J;t_vmh-&i
zKK+KswaY_QqqQy)F_kPLrxjj)0Q)8Uw@D9(=Ki~>NxA}Vr-5$}TIoKSf+j+fLb5Cv
zr@SEOxl4ZJcD>En#2X!tqS+)0U30`(?c^Bt&J8l{?G}Is?wdq=>Le+;rOzZ&n=C+F
zXWPI&N9*MK2!TS!{0}QUUCe|BLpo-(Ga|B<JHp&C%(V(HfyaACz_&Zt@aAhwEKtw!
zV#y6U6}%rhXQ1G9nkqW3JgJAphXhS^T9MSPWnq7xh<FkzjLR=C_2&<QrF@et5Sf&=
z$Br-BuyEb___5YyAOKswECX`C3awdbNZ^q;#QDM0;<)vN$hMz6C{oP%#Th4*;Mp8h
z0C=}St@oRwR$QsYJn;EttZGbTPx`ll>(1X3_6PEaf5Mq4EJkIq)mPT6Z$#+4HEX2)
z)}ae}^A;HBZaeV&3LgrGM^08!&RGX-HF#*Yp)?*wM;v*14xi1eFz#$<Om?V8lZ4(M
zW%e?v&nl3_)kmpAE}sBBeT@7YYmL?-)gVWF?Q>Col-?fv{5@Z%0E~0H0CD|zAKGbr
z4{rG&2u2-5YE~26msAxhs3>Z(01J>3^MqhH!rY`b55LVy)ZNFJtq{Ye8B=`!r8o^1
z*Cnh<Q&mnY%qk_1&5|sCwdLQ|k*~YR>Oe9~lSZPeVb4XH@}G|%+})>Ga(;`tBpk`z
z;bhml4=e*>iwLnXdz8Pg>EXT`gEVX<i~9j@2w3oM%nKjtWb8M5<yI5+;<ro<-^Zz?
z47Pjm&-put<|B;1{O`@bVf&%^I0rwbgYYjHz*?jCOweNeoCc9Gb>I|`D+Zg~hm~C*
zlWdJ+Yb3<Hk#>>1TM|3a=5Rc&qAzH?#H!aOM(3?sxn0oxx0xyg97DOsWdf_Vrjx|A
z5tuj@ouY{!6{`Zp0uU6`WZ8()%!)7-Q;V8tNH*-!<!~5L=hC~i?3LrVZ!<OBJz)NR
zY;$y0b)bJts|(^9%bo_Q1#V^tfT{|bJ^MG6@_L!nDLK6N3@MWzL+x2k9B8)CCQo`%
zJ-%q$f;UC0*<XV!oZL0;Vp-)d7`5SGy)jg1{3tBkX$PPJXsPmOOnsOsMsLar8@Y@y
ziD%thUtbFjvyuJ+nQrN;#Xo7w%N&73<ZJV{lL$OC$g4rKY+y|H$_y$6r$}y*nj@u!
zd$L%Cpw5aVUwpGJRLv!afcn}AJ$MSM>YijM#uR`ObVG!Z^7_TZDs7<LiGD10bh;c}
zLw|{;nT>m0=8N!(MAHG3CB46Megsqg5<hQP(WraIeUw4rAjRYg<GqQQ_-c{Rg-LCp
zIry8f%1el?*2otR<%iPp%}<Myv$OE}+boFy`;rTiF0T}^)+`X#zO(4?I{Q5^BJm?2
zcDpAsm?MB3xDlvavwyCh-rR%}vm)bm@`Bi}oBBJ*r(?ymkZ3pNAjTVtW{8g$OnkP>
z9(fh)w)<6-HXB&+K{YBIPI<+%Rx+Ql!X67af=0g}im1mnRGmJ-AC)|l00?!Vi<Tzn
z^)S&hbHL1W)B6?EUD=$JsK;;hWUrj~^ng3T;`7p|g8!DtWaZu1;MYfoKT)p5#ino1
zvUK+Fqpe(3_D}nOfuRYP{GW`qxIr3Wwi*9mlZnIb4A#r@6zS$EouQCmR<!lfn5iMT
zAyfYITf}3X@CPhLBq_~9X%0u!ZK0(#%@HO{I7+gVF|8SRt}@}jhu+p_y(GHQd|)|d
z3dg}wwr;amW-R~|eauX3A0z`h^j(sG+R9Zgl`}+4M?-PCp)i6GTy2)V-(~HK#Pm{N
zh$>*&bO#qGw5OTEM^>XZJ&bSq9G(q6p$u3?EW>G?fScs}uj>mM003O>e_dZUCtmpv
z^XZ>-BwkM`{MHGv@p~d0p>IR|;@a*oiTJzaKYZ>@3^HH}afkTLiPBsMOL?3aUbfp<
z>w0eakXxz{e%$R^U;>d)5%H3xJ<WW{f>H^`O$8xo<-V!cRRvb`fG}u!=u~GtzkfYE
zQ?Eny^>`Yrm%q7NDK<XPcmQw{=ab^mvowfngZkM3Hg9VBIHY#6EweBIg)ia2mPw6G
z>DIjgKftHk^_jBH7B=(s1EmTN!>c*iwWr?58AX4h8)5xtmCKc(Q3}q}<QSyIbidQT
z5A85n56z6Zye8*hSd!k%rHlZATH%!wo#t@ohW#odIwOf?B_KD+?^}ArO)Et_f?(<H
zbYHe1G@Y8Y?#X?I<(Aha-mhVw6LQsF_Ahu282-;cQ_?ez9TplR-S_k)C9SSbAW{-0
ztYcx`C`+kd8?WH<)aJUvo*FAxV{G#km&DnUb8vU0My|Eb_iAQZS`7!&Cx2Ke!rCc$
z{bJhV%`(3+86gjd@LZrV5l7?NJjyx|R-ADZ;>%XH$;!5$Jro#1Gy+`xak8$HSr59;
z<9((|I^Hig3}>v<Nh5!ZVtiI!M#fsZ$E;%|VYSFb>9;;bAWA_y4v3h~mi^@zaMxUe
zT%byMAJmJ<H5iq%#@50Iz#m<RjEB17vAh%ZJ;}xlmP)-R;9wSO$u5epGO;XcQ^PJ^
zCsyTtZGHwe(1AeYE)&wlKZ0|tHg8rv6xDo}l5F_byBkD}(4TFF{A(((xIo#?m{++3
zs6GIXQarS{g^>QeImfR;T2FVR2wn5jq@k|sMai9x`v&&l&(5VQH%D0`rD79S613gx
z6p+C3$UfKqf!Xk!wE4RJ_T!x*&2uXz6o}d)Z=~e1{sNfQ2J*b!5~@Vg3&K?Tq3QBb
z#r`_=&t7q7bn=Mm)tQSS^`%FU2RNs^N(Mv@w*m4P5_{_5uxOUwd$(VhEq5)@PSJ+l
z9Ln?b;5^{Lae$H*n_g&Go>4JgKgLyi5YIgY)H9r#lLDpf1tcZucrbl)@G2YG^*mH`
z*&Fo6*(&FaMSfzopQ+<7<x*^+7-EX?KQ>*ioH%nKQ1oNLy%%Tis+W3PMoav$qSFeM
zi)S2Xe4^Tl5m<ey?fb0q@}2q`BwIjG(vvC4CG}$&eiD4#aHiaZ1EWZ47t|s@UlpuH
z)dm5>X^qDu%s=^}hp;l*!<-$RAv05D^4rseD}Mv~7Tb-pfuEJpC1v&dM5C_qGbR7>
zX+;K=%{Okg!?jgFhHpUgrI)qlw`Ygx8|tmF9+UMEBd$_=%Y~#R4YE%ib-PRIQ<<H9
ziT1oDhu93el&1Ule)wQp3yWTF6CzDKF3W>B@&E9ThM;o-b-~pG(i;~==6<km;-)`9
zSo0ZTI<8Mp!g}}u$7lY0)tS<*BRPCYfqrm<9CX%6@L?+us5$PLQDpu<TTP9?&bS%8
zSN_|oqP>uA??{yF^puk>K$gWYZ33u=Lin2p3N~S+Sph*V+3FSUFb%E0<Eje8;eO~3
zXo@-vzQa=emL&xzeKn5G9N97y90zTyYFG6+GBw3sFLPn^Nj8H-Z%6k%fW@JL22>zX
zY@p0x<b~bQpW()05CyUF0u2Kz&h-x!6pCH@0HqRZhf|Y(Axhn!_0vMpgelmBtR~u}
zZYWc0v1b1rVD+OAiT~sXt)e2n5$UGx@SIC3R1l<dE{rgh&GurmX^8kQ0>fmr0dpKS
zKhwNEq7$&1*4?{bZ~flq^XX}CPAD!q{Gy32ue$#mmF0dJfQfGuxqg6=<aL5#p{#Ew
z7^BzZ_&Wj?od+qG&HX<4idA1P3!x~#gqNFT9~UItpD&#eqjVc_4EIH7%S1_Yk!>~9
zt>MO*$spYHAoBIVp$}ap+`LS_?ZR({HXsgAAdB-!5=B{(O&8skvGwWyctO8mtM0Gl
z$;WvSxA`5BBSUGu0f8VF&#I<XWY}p)j}%y?j#b@rKC;vCboTo-XCkwjYOxGFHL*0%
z*1Yl7Uld3QumAR$8p|GSJB6B09JF&Nt|z+K2CRrT8{lLphU#FFc(p_4y1)McE=OrT
zHj}`~R3|#2te@a87#oR|n%avmHviJOPnQeOFpY$MDdPd;OXxRuDq^b-+I*;(pFf_f
zkbm57xJit4!Wi;DPqM5&bH;!4t+Sq$*mZDLz>y`8bK2UT@N%mBDnxK=`^4-?n(`EC
zxczo>GFn}Ob}I^GC%d`&wDTxh5BRL4XOd_%&g#{<(??>m^=wvG_+_RWP>z?w9G4%j
zC%>LAOamL-Gi;6=e5UYS*K?XW1tac^+T$of^9+G1kmotLOk|Ca_b+J)h#1NCq-8B0
zsa#}#ghtp#m){t1mndZEKqtyS7tc@i=p%y>(k12oW=*7$gAk&#=X7vau0dllWlPV;
zkk)|9b3_1ni~#@Lr!W8jz^MPbPxrlUekdy8m+aqvrClznGiAK=Er2+(PxLNdV$+8p
zfti<>hw%B1nrzjoEM{N=E?#M*+&?U>v~32s<{VxW8%`Q&5{))$h{|g+U!A6Og^?i&
zJHf2a=2RZX39~}uf(Q5S29=Au12CJgiyo|_De?+rf4KtU`bCvv)iv_%d|=0k9V;~y
z9jyY^S8hQY2R%bloLYqWjsU6*WO^4j`(68iw5xiMFm=dC*^3YxqTm-xhBT%PCI^sC
zBEq#5uwYK0cXRQ$zb}`v5JCRX%EziT>Jn4_)Abc~cj*mrCI*!0u-l8i91WI1Kg8XF
zanFX&Cbf%@u=%43KtUVD^MJEVz{Odw9uddR8$Ye_)YbAwp_IpkVq7$xT2AkF$}Oc}
z%7U!GtT@IIC=NWsq&{Px?~iU-DDXYqXJ{R~;+-BP3)2mQNMHwzkne#X+vR#!F=73I
z#DSOw6SzN7<{s90f*%A`$KRt&L*EwGjkJLt@@l`#O))WIYBVyV;o6j#*x_4Xzkhh1
zo5;T)h-E!Up$8UzXZv|9RqqBrGdRMxBDR0|avJt0#(0BYx>R@jDdgs@J^klyRSh!s
zK0yt=C7+#5x9FmkZIZZdNX=HdNR7Q|D!x*~Y!c6u?GO|{;=$^ru?QDS1e1aY^sOkI
z$dL`QKSmpQygr-d2VOV)<~r~*n-7J3K2Z1rZ9*Ew9}BykS<l7QLV&{(++Nrx+gMjH
z!?zMTlPK+!3vWYpR+%Z-FPwkvf+`tDST%j^GShHby|;<Xc&pV*M0CKm@>O1=BSDZ;
zEK*c+90k{UJ7~)iXNe$&1e*MjK?tDtn=H2FBHv^RI=_FcTs1YI<~6Xw?hKUIxegYV
zRj9I2H%Db#Y8Dho1Xp>V_jdZqQv&Rrc8h1gMWQ1clo(!U0A-$)A@j*%)Ovp9$kI3R
z!N$xOOZ#E)GFGblMwHVsU<O?l`a%)jB2z14?yKf#%w?5T3XN7bjo5rR?uwBUuV_ZY
zP6pF^2E21f2m=`;Z#RF#%KkePumAv{VE;Q5$ItCQz&ZSuu2(jLkIO%lW~C+ajvClr
z#ZEjiY^q7y={($l_t^r%(x7!Smoig(ln>#*%iPhYcbXOZ?%byX3S44DzE$Se2YhR|
z&;uxwkgEMDnjeeBA1%fDpk6kYsRagKyB}F>9hpqDXj)$B)?HK+ZGfxXu2tiJe1bza
zzMr>J>r>PLmdJUZ-$&9(k^vl*MD8=f<r9^5vi)D4?^=x*^BmH8Cg9>&^68+;lnlG_
zU2>GLaem!}?}eo=2|e;B9}aRJj*)meqIiro1TYp08Uxn!!~@BUy;U8Oh68|25)D0O
zpc$SL)GDfxR9FInJ#9l}pTTHbf|$J9`yAM!8yqnf^4nHO16D5N8ifk$o<2>~ptpOg
z$}(PQF1}(VmL=0D5D7Z_FF8>>*=#k-b+NBc-+NZ{ArhSNay5Ax0KSJzJzMSr(c*_B
z-|?Qe$8&IZ%j-F9aI_ibj7)9o5{S9?o+)@McbJ@2<F=H)R1o>1L)i=rb}v43fv5X7
z!A9~}Q>Mgb3^hvJk$j*qJHX!TGLhXhL6W33^m!H8*P&QX%MQX?6S(hfKTw{nwei0c
ztm>9P<zI}`Drkb@e}Dwu>Vuzwh!X*}ouwlOg~gj;Dgdbh45nv`(dKW^Vfn@WQ8H4G
z-0@aY0)L-gkd%56w~19qb=$S3FajCH6iHG6@=7uq6{EcY3y84Z)s*K?A2yzWJKRBg
ze~D+#H*&JGJ;(8d3JpQnz9H&?x3o8qDhY~>S^PCqXkP;iDXiws>qahtVh?&I)!^23
z-X*epSfu5FGQEjnyb5uH>>2{WTr&H^f7+%iDs-vPE9cu>^4G4SMJ*5@w;e@u?{gV`
zR`i!X*gEzB_^Q>hSIrQLoW-pw9ZtV*;lWm1KS+x2FG;TNpGvLMfjcWcb6}Sd53feL
z#0VaO<k>i4yJ!MKh_yJgX}GvW{6$Pvg5~nty|>uaFJJqB<%m5qDI5}jU(4w!#g-f8
zY;hxs=uFp(R&{m-fv-)!p^HwaynNDGte%^z$-!f}8P3pI!`j7vfia{{g)t`7T(j=?
z50(7KekW8&t!<X#XuNr(uM($BcSRh=(e)o~i1I^tQ{U5^V0C)H!Vmf%hm5A6g`AwH
zvF{=;si^Dp%6SzMIh7r7<<|w3ME^y2at=aAE^{7C$uG9lI#tr;*o+IH(%H^{w2!q5
zHclRi5hN>}VQ$Yk<3iZ1kA%Wls}sG*`mO#0Pjs84@XJ`QdaHXV!|))|F#fB(24FHB
z7GA4FCYzH)w5^O$UqO!k56FPGM$s~IX|RrvDH9N3&jhN?@Jis&gwEycU+v=K+3lR(
z=VSWqydFO+0*klN{e8nAy<!k$cH@hcb_@ZiB6~G9Pw<}9No{bkjiuh-adANd*OS!>
zOIqK&D|;TiT=FN<4mdEHCwXF`q3w+~1-Cp~5fnw~gSO<r$%1J7AA~Zc!N?7QD#j?s
zGx%8x6o}ivtMx}Cw=?-@-A|HLI`5StF(DNhT`UvH{1245{j?~$n{d8|DSjQvbWOUX
zB7ilD;#SRvoW4c1H2!H0ZSQ!o*qvOR!z}Z5JJ5{+X)IB%pxr$-%FAyC&~D5|M4FWJ
z8pf|>#IAXCSCmO|hgOQl4Ix3!ktjhF#GIpPmo|{UMg0$P`^-F+0E>6YObKDptj)DA
z|3yJK0002O|3yK+IevgWa=wq{SX-Mpcwqptgtz}D{Enj#f&NZ-goo<wJ|c@v+Injd
z!q1v|d(6FRd&5r#Kc*g?P<>VG=kS7-&D0~li|eUKeO7lyKdns6<$QavQTi;lE!Fht
zl-rM0@uOczzyfhIj6Vc75xstvIUFtq{V@&=d*{;-WiaEKYxmE08xFG=?LIawM2->B
zB<;bZj8obN@mHs#+r^(B5kR~IPJ5x2x$GFfNu{RF@tFofJsF5ptn;mPEviVD!*Mp~
zQx}F6UYmEa!SS$Mj5mIRmDb7_{*}!i%I%CDOk4Tb&^(EUdY2EV8t=$Ik;vRT-JVWd
z3?;^}G-!0aiA`&du)W(_A*mejDtK1Glzr0CbIq+RQ^MC2{oqQE(xziHXe~xxVzo=i
zulY<DLd5?CgmL4$<?XoO=79o>_?TDQJfz~LAQK7aPJQnESRKQR)*9kT%|r=d*tG8;
z1{KZ%G{c}ai4O-Q7~u4zIDT)}mqBDr3ngik0Q@eqV{~Ey?z8^Ik-8a;h7n#4Am0FP
zlFI!NhOz#lSOdw@Mo|fwKJ<h^J%Klp=f9sCgDv}7{oo1d$5|#UA)Y(5o-8_Yz0-PY
z&ny$c<LIZ=6qlTk;b>Wk4AJ_+1BvQ-Xd$RqFosf!%BV!<V!P3u>a*$gAWb1}AM6bT
zkLsw}X|>s9r6Jb`rN?DLf>;sFLs}dD#D?es7xG&AO05!*+B?JA=rKl^6Cdar${yo`
z$HmQ@kdS4?1P^A{Cygc}9_g1U9;`wpNm9<3Xy<ZnYdGFy{@b8Ga5J5#W9$bd6*6wt
zo3KMUmVmqroU5UwQp$*5RrFD><f4wu69zpvG-8bhoWFYtB;^If)qHlh20A4w6Od_S
zC%p>sg{e~i&uw}Z!;#HiYPm6NukzH4BEBv*aFMr}-MnbOH_AZ4&c;b_07l}YG6Ob0
z{mipUO#l&P7ZLCynI}+=!~J53yr-{-HJfG^$vkQ^80+7z=8(`|%O2OS((5E|e{&Lv
zZ5ucY<5(qIeCIy|J~4UY$MU}8TC^$cXj}uhR14kzEH&mtAQ9}^6p@`DV%JEjT<R`~
z?@D)M{nLmKkgsYQ`a4PcRYRJ!Dowu|V^Q}bb+VmKJi;F?QX9E2jC7>hr-p)w2)z&%
zy5;kSK*)Z_^JlDY{kIv$eoq;|7?<NKufzZMV}FQ8v%J5X+%W#MI>A0W<)PJli!mg)
zOKO}N_`Tqe_=ZARDxD?YRv-0L_?e+_QRNlq`>He<H92mErN_M5aTI7Lges$B!zJ>&
z(zi!s>Onpi`4)rP^ImNINLx5q8nd_Z%^S=mV)oas0^-dn4pE#`v{$nIomXqWpDTX4
zwEcn~A%TS3W;{sJP6GOGOERUTLQ*lMW}I^0I(W;zWR6RdvYLJV_=v1a<x}u&7#b&H
z^CW{r&|}yE0T#=tL1Ec_0#1ER40`{L>b~zw|C)b$*%J5QzJ<`ndMlzjzF+M|Wy19}
zC%c%v8|8bl8BMc$8G%O5Ml^8zGdUIb$#1=ZUk>t&+q6Dh{l&x(z75)yN-)t1G`_4>
z&V#8_ppK{y>C<_C+?xR<?~!e7AD#x#_z00Z`EG2l#F#a<=DLtLQ@SYw*jj8*rBfD#
zV$%#O{XlRmV#S9K<2p+~EOnAT|6A{xrAOs4;cX)@EAO!;?J!B|I~I=vII)jcYMUK>
z?oftB%C`<xS8eZJcJscTCAHvc>97(M6Ul!9d8T|-$PxzRkD;7qZwKqZzXOlql`5~I
zlYk5|Ue-K@S)$i-ph)mW9@}{yGBn)AO<xZ*Vb+0uyYaoQ$W`!KBv#bHsNhb;HS2GG
z1Yz4%^Fd?bSTD{!99pN2fL>_XN)2gh;tI3Er=8A-0j9*J_~)Sy1J<WcHk#Phd$q}A
zblcB65<?(X5~L;DlNPdBw;u2%O}1EE<Ki%U{8&w@i^W5@f!Bbl6jh4PVu=aGmnG<B
z;R{$N2$}^n;%Z`6Rf`Z=0`QIKJxU^d6}>X#fMF)@L~TZcrfoP*BrQ(xp;aF)1_p1M
zUlL2`N47QpO|JVsvqP*sJHbllN9?zi!29tBhR{{%cq3~1GEYdlY*-7CCzjm{6%IOj
zD8h>d#Sx#v3(6==-FS(~KrLM9!n^i(B?h9fjq$60*=>_cTv|)r1aG7Kj$e*pc)_Rs
z6Rgz^`+(X-IWak3y<(^PLftrz7nkJi-B1H*cj|a6%i_N6Qx0)jqCIq-AzM$$-8|Us
zG3W${k2tF_<E6!nm<|C1f|&z6&GU4cL%C?#T3zNoJsv9P^ZJ|np=~9S0TebI__%6E
zZzQ#Cv|gq47_P1xqVE@LDuL|8Nl{SLKY{o<I|5Wui`CXT>N<JZT8{D-HgrAa3<Lta
zu@Q77R`}(!q<=!JU`@p<SxbBA_%%A$-~jE?rI^tzG*6mg#1wMWu_m&j>9A=#!%TR(
zL@611{!)JgHETd$u~zRyS+!}fOfB0OcMPJie#ox!Q>}j>oZAlA7JZe4b-1%;z$M-S
zc6RVc>&@%W25ver3WEzjYmySz_YVOhzTgfRhN)Q`SaY7(w|Wb}v@}x%3agcG@?nuc
z2xRjj)B{-yH-r`i*+OPUlYX=~-x1dp-r?Uyo(Z$pb*L|Qu5b4j4<n^rOD>ChMazyj
z!5itX63f-a`VM&`s<pCNB9~d@BL^Z5U9LaWMF1LxLvNgEK7|ZMb=D)n#-KoUyuk$o
z9^tHm$NDUHMMey5n+h6j3tgcD;pSkoRUoL?Iw{-XnE$ZxGD#Z;{}Zow3z@Npw51v$
zv?`EnfADNd>hNl7`qQ~$>%x6X%Xces?)!gOJBKJyf<{TVZ5y|3+qP}nwr$(C?Y?c>
zwr%&j|2t>iEN1aGv#3Q@W}TCZT2w|we1XH?BC(|vB;8ODkCitp58Rw2qxl*r*B9~8
zBt*QNgGIX$7iKFZN?-ZOB6vrL8xteom^Cno0FG`p(u?&zd0n5`feK(&7Ggv+R?py!
zj?*3rx*TQwU`Z5jSp7`vG%ozOVVvTe*i>mpunlWZJ38$flh!x7#A^V)`7^%KcTNpd
zq-x9*2kG?fA@1^8M<tS}BwVEw=%NM66PEM^S;Mrz%7a0luEoAGZw#;ATVpsK5bBG)
zw`vD67Y(8<fIW;10ig7ai~%H6jB*EO6uKbHm7rHS$%TNsr#CJ#_Na_ee98YS+$dA4
z5zTshdhC}xR)(I6E19Xxj-=(%t}Cmg`rOTFW?5|-1rtK;3zix`9`FU>OC#LFba&1d
zC4HwCUv@;;M+iU0PxdzP!(-hC*%v4CBSV7$JF2~@nYOxjXkiS?$Nbn>+c_)C2>o2U
zfP7xnBa9(3Vp1LVI+})8JV2`?MO;k!`)6=hdgGn@Bfr3}T*rXJ&Lx4vrW!?oehX0p
zN3_-?<*!9~o$^SsMguKqwohhCojXkVzS($+*%u8o4O7JXaenqYO5BF!0Rdo&l^UD}
zG}E|7$oLs2H>kmvEmp;ug#B!`?-tpw?O7tCMn4*&eSIq+ek)f0QyR5O?i?_){2!HQ
zU<$D=1L{NFLpqjP2kvc*!KV3WBquHz5x9VOfStd!hj0&(v({o)#wGmNZx6RuCw(t(
z8ijHSwG5mnPsPy>FpS^by4M4T$)0`$(rESItA!9%1y0Dy_MhD{=z1vueyzqw`(W4x
zk*~Q0!>tXS63B;;x_;xo`~grDPW*AhkCZg?&%#(-F(s13Dle{gy+$jP&Lrvvt?q+d
z{DX2nB}EI3>{(nMHQ=KH#m$1>SUTZd<GP1p)C9>>DlHsu6!nkCIww)smre*XSCJo5
zhO_ReN#sj$JkTFZ>}-eJD}uc0NLe4r1wyFzmnLG>R_-wb`{A`Is`N-ovn9X)WE!IY
z286_P|My<Q6aamE!v8wfDiT4a(No{=(TE2LLH0-CdWycE)TiU9aivYD_+wcIv{l=e
z^Sun@3K<PUn3v!!aG5WL)%S}zK1}qZz1EKsXkBmz#C_|n;y|=jN-(jRwilxN@xa8x
z8fW)P*|fNs9?;#g)1%OyeGw360-XM$ZhdMT8_>>)4N%UvuUGe73lAN4=hq1-E8k3*
z4pEDD@EU~+Hn67!Q@IVi*^0k<H3PC)Hq?V5gDzw6mR{DcTtU2V%#o}5IrY}8hug)U
z_F{_mCrXi-G3n6TUDkiKsOJ`NQVJrt0d=={#R&ZVvz2dHE$`R2!(NnEcFXF;`^e6}
zOky#UUrrKBr(O1b)He4q$!j@PQoF+(Ahu~R5)C+@8pjzjEIRh9vW=Bsf~}UEeuoaF
zkZ5FcmW;eXa(vn{h4&IaKzc_**iRLe^S)!6%CY0c{k2i-Gh4PJ?wcs-{6mZ-b*tx5
z&hl#~pk3s^PP);4+u0+76&|<;L`pDS(N~n^fR}6w!1QyrMDVg+DDA>AaVa`f!8H>K
zW2pN|J%A5;>Riz1{my{IpOl45q=6D{WWmgvV(YZ+0ZE5sjwvZ7c`?D-Y~$<BD*Hp)
zEmq|H^-Ws9*42}ET6N~oFRrdN5_F>5klO2QemLQxL$cHsqm2m>9)Kd6*v<>TME3K{
zQrfM}T%hS5U~A>PZu>9pzE%*m_-^zW!gRyFVfI9y4+r5aOS+q>GPTLY4#RsWBI;k5
zM1AkQ24zPyG?(=S=MaYOm3<{<oR5VYz^Z+>%!={WP+}_x`OesVj&{_JLR*TVa`(yF
zn0>x~oJ2tv5M|5Rqx@JCUz<S($F5p;keRQv;J7cJLU5=|PGu3&k;YZX5hy6}?)p;x
zkOhra9{%|%odXDC^MoJ4Ux{KvxiO^&^*-9F{jZZg1+kAvJ_UZcXZRnR<UUOJ*|I*-
z<|JTm$X&3Z+$_)2du4tUZ0@)JT!&UiUVNRndM2v?axu^iJ{xhL&}0mv3-D+RRX|S+
zrdEQld9YRz56lMbAJlSvV4IIGnnnk!TQuHgd_K#7>P{bUoScXul5-juaLt#fhrl}(
zx=bfTL&@pa6l`WQ<KgMfGEmfs;wiXXTwl9|eC%(Uiqa&%c1oumFJCdoJUROkxB~f+
z8I-zJ!9@o<`@yI(bAw-dTptS<=|bSt>*--+nlDU5RsX%$kUssxFmtc{OZ<L42@E9r
z%=Ly{T_LAfLdU)2?o2d?#})>D`OJL33TNd&8;w0s_O<?*M|lV3CPwIGg%!F^Fe~os
zuedDBK-M$uC|~<a{dKEncQaiq6u**;$tt%-FNG4FUub{g+*#m?23~_^2f<%kDVd8=
z(@LOytWwp}t7c#@9ludg<0z6WE!=IZYJR;F*m&K8c78W0cD?%my;4)D2wj)vI}0CY
zfBz<FMoHh)Yvx&_`ZzaS2mIMlve*oyu|)`C27^6OHEOFRpQPG_5Pgz!tZ~-@&~7%B
zn0>V1A2dT`(U_vGr?NHG@$@`m;AzBew(FLmN-3Fpi-Lahu0qw=x3O#v(a@~p5STja
zM{OqvgfLl(Mx(#)|2g=mGFYlu4;d3A1Nr~waI;8zT%720@PB5sder6DF^tRq%}l%U
zAHz}l#RCR=L?QrujUZk~>Qn!JU#DpTc%|hR<~KE0Yw-urlE7P24Bu(9>>SgEmC_}9
zZe<~|t9|gtD~dwMyF+482C%MzChvZb#rb|`ESBTu7QPOvh*-3EU)ZE4TT`4Qw`VX2
zXyPR0QER;k_^f>0y)$YIX}-+C19&PRHm60=6np=(ieXmB8UPLf6PE)uOloh!@Q2Gl
zWgd{WwTeLP>Uy#Z?>;Cr7~-KQIl2FGeT1|2(W}h5SdMW0v9ah`m>KC!n0Qn?{qwnA
zt?3HAUW*X89<o?ow^vWD`1+Sv2D}rcmJz-B=V}o9SZXnJrQX++7vfzaIQh_HXVr!K
zKD(-*0U=rJ1+~AT0P39|;Qm#4!lCX2jhP5;t%exb%_G5s;)0gR-9K$T<C{DJi@DiG
zP8k4O>>mx@_ntG0Apwhdej`TrS|7yNv=k9B*ovBHeEb<Gwzv?CT?`FMC)@)dwH~H5
z%Bi_?-T=ZG>$vR2^#%f4JD@o$HW!ep-fiH(LHJ5H5Q)1POXP8@8C+X8nhERn{$$M!
zu`*Z61&-FmBU0n<LO3;n&_u=<q^YvGbnA=}0>w?#hTXiBlg>}pmkPD^0cph14GG-s
zvn9%F^sl6duNO^1O`&2cnE|JLhb=`~h}FzL=fMX|(IX8KSwut&_;OsKKX>%|5%U0q
z#%Xz536w2#^A-neqz>`e<=MXD?m3<4tZ7!pz(hXZILjEz=@NmQv8$hrU6KMVc=8;1
zqdud*z)`z=>Xk{AZtO$oV%?x?o(R~ND9t^E$TMn^>OHjUzNT#{WNoc)0>>01uz1#1
z7{J%O8(M~}&Y5(=sO|v43vL~KZrVY#_}BzbKU1Uf)L{XF+svfGKd}m{Wsv^8qG}~m
zJ)7coFSdU6c)e%K#Kmn7WjGfsyPulyA%FmHCBKlxooZd-HKXzxsC)AgZ&I9^VBd1f
zIJR=^-yc$O=gN62B@p){$0`3?1N7Eg&YrV08Zu5f+y-0tvHs0(%w)kcj6>ORgX$^p
z@1+}L$ae)5Rf-yk{wujDSC$TON-pKq(|aIl>E!Y<vxI0@W9bWkYObJz%#Pr|4|lAP
zn;w3@#@GZ|ae3zgJg=1DFLAcMh~v*xUxb6f2bX8j#U0m7IrFT}o!lFb|5gYA0RY4f
z{-Y2+e%khJTK#J2AfGNLou1>oe<0Ttm9b5idY!MPE%yEMPWM%A_vY|?+R^&iJbzlx
zzN|PrpazZ1=Bdf$6)c{diTUs#<?&YSR(5=AV)|$bd|JsZ7W`7KAAZu<tt<Vii54uB
zP1f0!Rlm;9=YDv4_;CLEc0N9znO)B3t(*RIqCamDj4<;(DYv~JyG%Jvm8J-L0d4f_
zs((@<Gt>@t;mnMLYwH2LGNz+Gt-0=`gG;Fo_WatDz!e`W|K+%>;Q&cC$!E%2D+7eQ
zoNm*qfArK~hLiGcc0bgmT)ohVZ$ZH)wfkqnovVbPtznG6J5W*+X+=sM?=B!%Ba=1<
z22o2ntZEYK$s&v?>N<lmv4ilXHsZu_nbV6pyFt}w<*rzy!riD=Z6G2%`b+0VgE5Ot
zm|5QZe&^R5z+zQDI{<m>GAjZbt$R*lh4wQ6TH$bLU=6sp5uOv5bBAJ!utei@yPPLA
znO$8a?Yz7(%m@L6dsmm?+u_GMca=?hri4~B{Wu|o^+P50es<W|kZI#ViOTATY=dS}
z5gFO{5?V62+)H>x>;+Sn%N1`{4~4cQi3Ul%kIz(7lx0PWh&(z=Rh}}BNSvYN3u@u+
zV}DYwkT=cmy8D^%3mYi9mUZu=rP73dt+%_`rN!NFvSZK6;^nXzwN~+0CVCD`$<}W&
zZSfzx)8ag;!m?1Q6p~;6@KF9E2ew{?E&k<K&S(k2xO}*Vxiljr>m|L;*|n(o@L$lk
zTZWEB^XQwr%7LG6h?;E#g|JMjwNQqixpLM6JyDBsjF+WEQh2u{Bvd_7@>XpC0%NKy
zoJW&LIg%pMMrcAKiz>!iyyGdc`n2adizBVLoeNZh=ecC&xSM}=vWJW=wzvXpCf`^N
zBQ0>LW89IN=)$9D4BfhJbloCYO2gJpfW+A%V}N&qb;^w?xl`IboA-YCp_a+2$|rPX
z^;I^==tJ_98876xe(aa100|YO*nTm6&XdX8D8WBO3soud;$Q9<HFzQ<ZQlxd_3{r-
zFt`QCk?bVwN7{+nFA};}Yh%oW$oO_Gq#!YrVa)s+In$QeaGZjs$QH_EX*{+hm{9+P
z;-5Q0w{GHElDN6zP!=CRwW}9D4+?z3DDOAp%IjwYO-&4I32M5961HZ}uoREP1(7PY
z{7t6?DRF2oqrtD(N>U~J%ve&nz0(!|`<1#Q65&TGBmPr7F5Wqdh5@;{tNK`)#_{Yh
zR;k7V$;Sw0!s;48B`9-@^033^fUSeGoE_WJS=VlKSMk=2TU#MJTR6W!`}o`2nyP#m
zw)Xc|95M0vQd|x^;x+-oD90w6t&)FwrNvipaqYA}kW@oOXl{e>pSQm5k}}qq#j#AT
zYAMwEfZ?7U#0P`Ucg~|QMIIloXC4{FQLyeb(mdW#1X_bE<(|)`)?wTeX%$)?ZM?38
z?oC7p)R;&&|NIzU$+mmnrygl$OgYMx??)65eD-RdPrqsJct4k23b*_O$Cj5UZ<tur
zqhA6`hfPc5Bu(Me)mU4S>jv+EKil$@d2WNrG#56OvA1?;i?J{W$#RztjkRIoj}0?`
zNH%vBSxRnQUb3=aX@2#^TCdZc$K`ZA)>i!Rul9z9J%ecR$&rLKscIzCY{AIfSX8!_
z$6jXI%Ac>cMcr35RzI>fs!bL*qfNGw$3^C+n~NMc$OvvR>WTVGKn=(}f6cmOR|WXx
z$~@Uh3=Mz9>sv0JtR=Ok*EbXN5%_xIW1SXPIiKT&BDW<X%#)ws`^G^}EO`ogu}ogF
z*AF`L=yV2<2T@%jbuJfGMfL~B*VXL>M*6<U;(3>yFu7}-6C<qJ@$CMfU;>;MrCgR^
zAu}b*i%Zlvv}OYEh(Ee{c90uqf8fqA3*s13zfQLQI&~0hD6knfYZVD|<7VJ7*drD&
z{@Ee*@OapIfCSxmiTvTs4M4^pF+GK+ndy@uRq=f!)9$D19Sxk6Vl9I@3v)BNJ4u(q
zYC`j?z)N%z#>KjMyrn&JX&@r4yL_kK22DPE`qg-PgL9k1f1T<2u|?U~KWp?3WNj0}
zyl7Yh3P#`7LKF18t5MU0-~F1j`@~J+T{jT)F9*%@zi)yL2CYi>Mu!qDiWCdj0=vTG
zC1L02(<3FYzjP6OUx3XJ4_hwp#@E>EyJ^^eafwY4-`hkL8dz4WWx`;A)m+<c5#=ig
zgMr4B%P#AF?$rLW72obey~{*YowJJ*^JgqdySKpIjPqgY-2p~OQB=orV1TvN5&*ZA
zXM%BJ4ZQlR0hnqnqUw_fH9Jc(5S~WP4u1Y*0h->MFyTV@?ukdNXP_S-&N|o9?T7sN
zPxL75ycA{up*LUqSz}{k`Lm<30&yi5G)=`=dB7r3fsqUKLUw6_2Y*XG@y;+vNLDt(
zt=%w4Q(lYQIWqiL)K@}&(U&*q>d#0acyfougdy@}DT{?B(zzp!*Ou*dYOM642<I?$
zFh!onj^-~kN!X%T|GX$(`%O;MSmj4pqYh^ja3HFm)svA?koAqcC*s;K3#2ZFk)~q_
z?PE@Ffe3qP<3|1+wW`bQnWw4`r-M@6G|KoE;&jvrUSnyWla&j?lWwKm5+p>K94cd@
z7+s1&IqpFbDc5<Jq9_?z1+jyGMH^A2L5jl@4j8W;bo`_^zSJU&tiU?diU?vhDd2+_
zizr8xg#COE=T%hgBB!pH2(nYi_V)*TF5gzv8)>LAx^dQ80-G+Kz7BjHBdN}I0_=re
zafW%2Hz!nozFfhAdZY+PdMMAh#Kn`X7fs}q@UA4|;}UPM{hpA2CtO|+@uKj7iejE1
zR&J(!t$qohZ##)fY!>46q+NrTEdz+k5Kr0ODMGTP0uOP(N^-t%)Y84vTAPhvs8@eG
zAwVBs46WOrIzOOerDOxYdbu4s%U|QrSJdnwEs3i$VlXgP_E+9B`~8RLnUBpDqF4Vi
z^y5pvr_(06Vus2?`gE*Lrff2kldR$864c4Lf9z@exJmSUoiV=DP3y<j1;O4z2PT0H
z<&jxZbZkfssAIFAfPEtg!yO_4)k+CTjWO2*&(?inUbHFcz|9FHXQ+jedveFbnw=1!
z8qN<2H{=%3R_dGY(h#2=mC}$Hn*o@H!2CZU*!j><n$L$sq_%^RXJT51fnw#|*tJN=
zZkvf{(a`KuG#^AhH+HJZ3?UIg>71_YjmGQ-;Z)sT@DEE<@Gv&oMwMP;Ot<{;lVI1K
z^Vye_O1QwXb?ZKIM1f@5a4O^ns_@w)!AYx9P+w`9=6IHN`RM>O-gJId6qfWSyM%u9
zrbfB_cw6D=q;uC));87j8)Nesz|zGFhe_bzk2#2lSZ6VdXU>r{&lSM9Z}S@K-0j})
zocf$4FAJ19lj^2fpqC<eKKxK@MQsXNk=93qomIp?9s09(^~Ez0N>N;8EOCPa^+Yp&
zKfmM8l(G7Ahs`sio^LCH)++9U?LhHN4@>1&s1$N#$f_W2aHTFPPj>?0j@0PaQN|E^
z_&_DxMw6AzLT$vqfmGXdOxQI_Iahe};bMAb@&TDLUTUH!{b~nKxzrVB9KV&+m{Z_(
zyf%KKt(96OMzNZxFFQt{SO;)=<ieKepzWjHMT%R`%DtkZ*tdZEpOARJt|pvZIlOUF
zKUb_!eTY@f_AGt>WJ#?}kxdC9a}3=45<n(!m{XT}MwX|G5Db|*eFsht-QX|viIMq{
zqkyHZvS`vmTpk@UTx9ZIHrexy`gdk)aFd2ikavCjVO&oG8rJ^usKfsz*Xl<E6B$=K
zPgE10Hd%-ca$a7;bjH87<prEQ=34Y}QULg-{s#*cIIBprJI=tDBQ;cwif5xGT)>Pv
zTN)_2-gM0#`9A3%t@a!(5!G;NuI9kx=|FYnwPs?+_jhTxOZ)&R(b5KG(FY<4JAA^y
zUmad7&~z2G3A_}Spvz~9NQQmD3G1`%zo@V@2<_YY7@Pc(sY)c*Ny~{7?{~3nP8+$Q
z7Kq5T?yX`X0^|AuSryF!l5k43o1fxq1~m(*3W!ZTcNLrCD<3x8Xb)=)b!0f)V_v1A
zoyV3dw*R;kiF%DK$<@KLw33a%^q8C))}h@zO|){~)b&oFm3q4!IgQv>ZZP3wZH9!g
ze5l?=)^cBwig}p}UHkYDh}!%0?^Tp5Qq6x5v+o@5bBh?cE(nI?3lbV-Re&mL2(L!R
zw;lHPkVR05NNA2tuh~pvdN<(yK;ez;BgS*;4v8Pv_&YWwqbnChr%rrW%VZCChnrNs
zdTkUJGKMN={p7>xJE{6fwnU<w<f{SOBZ%jZBBJL36K@0?Tce(7tHy@dvXre)P@N9!
zVJRs>Y3-B9b{|a=lIy4uaWxVRz231qy1*x`(%9KfkCHZFtMF|KO@5baCNN#A6p!0^
z!NBCZaq1YWlWScB8dFz~Z?_X)3`-&a;6J0smd$3G=$a@O&?S*LN=xqT!2VVjDC{=0
zo<5MgUGA4&JK{wLTm{*HAqy0=;};zGk3KncqXVXYYEMSW6NUHG^Hrw<5Ptg8&&t28
zr?&jS>?6Wpk0q)mxF<!2NOMwV(r51BBbbPFJHQ(DD_9e*Ks!7}QC;qgziXW@bh_O}
z+qwu*m~YjgTIvH<kF2*K$n$mbvT*xto0gAg_J$0FV4rE{imPbcB0>Am2ZIoZ;}@|T
zs1Rje&ZTFQEE{!M{}?%RDSunoM@8!Y>%v&0pVT(_;Qn1wmu{6yS}wdF%Z!<;gPc5;
zp(0$<^niD)I{1q>*F*&Wt&1S3?odc>6L0i0J{R5liFjYzB{Cw9@y0g#Mn4OnwyZPy
z5WBd_r{?PVEq^WRY>vv1UriveYWLz|cOBWBTs~R+UX{D`>opmm4jpq%^n=q8YA|<7
zzTvYlc%mR2;vg9I7D}*{60Z~Xvx_FL>#!G;5b$f|kh<hY;-ra8$wmaZi_k*lewM8M
zqP=HeEbmpv`8Betf6eHHJ%7YkT!IwU3U>Sb;O=$CzoOqj1GY!$7xb5F*>7_jf(ogj
zHs1zek7>j>BCPiW#59mDRux~-6f4lGNwFfy%d4ZK4D=taHpMo$fIIvFOivC%Bga2s
z2|{Y%avlOAAGWG&KnMbV+fsFp1@z?O{T?s1ra&Z^Y*N<=U-cM!SiQbfW`+m4<d8GQ
z^0aVK6U2FDx)iLAb=~H%4Y5%1a?V00KUO_6AkY$WAa!OruzKD&Ic6b*jPsEDr?@Am
zo5gCq%i`?b-87rgStl8E%jl!Wzd7yy^$t8~n;(oWK7?wZjt+dOEPL$xx*WMPb698!
z`ns+>DjW-9p&Tr`pbUI0bXb0tF?)-?+w?byuLS=MYJVxOtU`%fw4yQy;3yZuWAFoX
z%ucqMFop^&2v)&zY!_fuOF5GSCWF%yhZBMBA&P|t#^50=iQ$o<y;ER~G|(n9IGKeN
ztBOH@5|ZiiAY^3FCtA+qajN3l`E(U%XyVzA*;>qfG93+6n$kWG$OCAiM~Xb)(b6n`
z6>+$HPj1cps477BVUWa*t>jbSTJl-_Y`-W}QRz<+8o93<5K(!@m9O82#96C~0SYa3
z8&nx>+91}7soU(A=HM1T?jxAPGwozr&?8A#%D5|kHk@w`xThcNr;1S*B<trwS7b`g
ze62aK7GKSrU=)8X_csu%)Q=I0CjwidB_H|)%@#siobo4{o<6SYy$Ko#Q#q$^pjj1!
z>lc#@=Vr$#>z7_Bc;^7iW;hjlnKA4X;mUxi;?oY7yZvM{bpou!ZcrMXzoQ*k_yF2Q
zOw@+8vb}ymN3w{owQlU{wR9lS$%6S@H6gpn9gN%VEp1l}OW`-EmvSK)Xlm0XW<>^H
z&?&6{YbG2|ZmNu@3~X|Va-otS)k7k61}jgij;WPM<!hakQc0bWxb!SyB7;x10nw&a
z>o$f4HbWTCjQx<()P~8(j<*D#ImV&r<w8_b9Q|4#a`qu`L@r*dFz0115*bXFGYe+U
z)>NNq+O*@O4q6dx$!w1Q7qN;`KIA9$erV%M(if#SZ}I8<B%f!i_Vk#~%K_jHPK>TH
zvTx*eGP~+wl-j{uI)SqHIPkKi;6Q2Pm27ghx0@<U%<w8jkCt8H#F5}5j8hG@R>#<v
z5gUoQJgs>?<@ly}a_Qn)lBuB&;zAvt*IOI6{zEmqwgV^MGd1?kA2YxdmUo&gHRHw%
zCX3Z<L{B=U2fZ@e4M2C|K&HPGx>xYfkV4dxL&G#Il!PSx3$Y|GqL}4K7|uAe`5{PH
z<&dJe`Y9_^>V|TcaCgT7I6qC_D^N_E`5%xfq+yr_f9yJGJ~{TxxpNrk;$H+#BN`9h
zJse6;FhhO}diy94+qzt-hOIZcQv2M;Ga1yp34nksutOy4#)Y>|)7mK`%#%wQ&@HqI
z`BkV%72L-evz-T)3^ppU0I14k!^{33)_OzY1;A4K*hP^I^d0>(v?FhKp;^h=OVZZ>
zaCN2vaKw~dj$jQzYfo^aoYA<yOg%XU+_uegVDwC8nKxAwZ^Hr$c*JxMCh;t3UrKFi
zu9-*?KI+jo^65_x$prmAu@);NDZ^_B=ptB-4_JmxbS|sKh3F<Aa0GKlJeoc8r#sIr
z|CBKSXww61&pKf*UZ=Zn10LD@6M42Xmr$<!C3#JyhbJr*g&0#f%@gSW1CSjJ;9DRP
zXRPBx;%H;bLjrPtd?r`-tmbA2U{{7mjqfkrv3!T@?XQJ!_EaH~QiiV&&@~%OH*e;J
zuVBEG7P4N`E%_*^oWon8`am2yiX_TR1$D&2ky-`&Q<4T%-dwRMARd~T{ww{*#(BN|
ze1gy$X;pe$cDr<APM@IxERHW(a)%`OhiD>4Q(igKqZWR4jt5xG_rsN1VmF%=jPp+3
z+|Ii;Z|g6l8O0XBWhu`d4GhW_(9s_~M~`@mA7HLYQyoLy`^F>;QjTn1B89<P_6TP|
z_m`Hk;rpfoiuF@uh*Bq*(>9^t`)ZH7)PFdT`6Bak4g=u5IEbAsW}z`QN!lGL3ZE3J
zA5j>EF=_lFhFX{X_UNOKUvQhveqC9(mqXK)sQNi7pd+EL@i1zHG|_or_(loZ$qN+G
z2-ehEo2Ai5u<n958?_gOheka?^h8U?IEfEFoTEp*EO`m>w=)))aSJva{&;cOTYGrP
zLc8kWzJ%H4iTNDz*^Qz%7EwK<@?M%o%<x4jnK)&lKKbI&`&Hg?LZWUovxFbfg?P*4
zB+PYIrTp}@TjfmUJ7N{b!v{ZsX$ZnO32MQx#UL&Iq@6!Kd1-*+K?G9iGF#2M0M+R%
z5{H4gQ~h&#Z%>05D2cR92$;M{L7bf1OQ<mSWL|XD6GzVp*>_avMxLZddO}S_J5RUz
zHN^5F%0;H}8seX>m}t0ByA5LAA-d<gNh}Fh#@VZ$eVXiR>&b%D60lf<V?I1TVvQ*^
zq3HIk3b^p$ZTm;bxE$wHx>E;<ls_FI8%8P5W&m-58X7*qk;)qKj9e_LxvA5A#+tbq
z<(!_oHN=R}!J<1VKsY9dT2l@yvQ0&Oy0cv6p5^KzL~s6j2O+gOG!U6($aaJx(DRY$
zuiBLAV1h5wxqdnN=ANJ&fb{tR*4w=rU;8YGj4&f%Xa%R1q5IPaEcK%G@kLs@j&xh7
z`yRX>vH5=qtQP-Di<j9CY)q;cpBn?10gFXAj~)bL57K4WAZk<=9I*Hsre>|OqUAI!
z+6srR{Xv|3N&}t?h$_o*$J2Ru!TPq7)Us^zoRWL{tLy-8Y<VuNv@^GT?||eL?Ke1T
zFqlL4ZC0+KbK$}(yYz44eM3(YKFK}4=x+Fa_0!=akY;4BoMGb1Eq&_tL!J$iBP?{D
zdk11)+gn;b*66PKafRGT8Xn+2=AACJ&l;O4%UK#<YE6^kQJUe9U<rXFf2N{pZSERm
zhNCe!O%xtEL6FfL^WN<}J#&3j)6uiSZj{l|O*xMz7|LJN-5RJ)x(I-Gq^#J@FBPmU
z6w0DkO8Rdrl{)7QVF{^4j^Oe?>dPSQPOE2C5-DG;FvfIfUU$;$u(#Cf{0ve*jdIv@
zQ2~-qV^eqWXW*TZSt7nV_$>H~BVjQA401>cGpi!9K}&jMm5&4fs-`12yi5IhPfN7v
z@r30r2Y3ypPSYT2p_m;=-^COV8>FNcd#x6>{n_!HYCKmkHIxgKnw71hjI8}0SFZdV
z-&bB3fUZm3@J5r>5&{eAE!Acn!6~4XV=#;O)akrY4C2%sv#N1aa}vwj4IHoccc3<`
z)3jr$&62L4AeK&y959N)xHhAxXu^^KO(E&pFpR6Skr#yL$c-HQF5~%Z8yk}wkmDaA
zCG)2EtF&rKg>5|2K4kCPYoVEZ60A{H0qc5ehf@a<YMAQeT3Mo4XSE9};NL#Q9?U^K
zc_4Ni#@M4?1DTt9t}0k4{lPVNj?;xlz8mpowq~v_8R>-Cit+)n>Nr*+M6e-=HxCOK
z_qYIgrX%R|HE57<b+5CON2Dpc-bN+ru{LVq*uqavdms}dW<zbk0=T2t=0RX~9x1p+
z3L5D0Nfk*?iF3%>cUN055|V5jKGq_lwaysEvD4_Mx^zh}R+)snXTZi7SUkAI2yFE2
z@<U#Em8@U8-(9nM?3n(#11%3J^TN-c#3tE`N``t>qlHzhJ*?hF5lU5zcsBPk^(>aJ
znN8`RTk>ZmNi=~MHD)-)X9*JP5cQ_QPYd;F9x+=x2OfdG+h#Pcs`|8DK(fVi#9c@F
zMsKF+c+T0y+{T3G8o_+0x2zSX<V}Skq{@=L`S5C?x1Jox$l-~+i8~|0F^6skrJf=r
zThgAb0-pC~356T_Q#HI`7J~GC#SF$R{O`=IV}g>{TMh`&HseWA3iCFau|#9V5AuVK
zi#EkePc24lw>UX%t@m^dpsmhYegkT>V=H3}dr+!k(Jy>SP7uYlj%d{DqH8J^HZ3YW
zjtX=C4Y=!B9zC2(Bxoh1w_3tcIYW)ic%P9JOp@v}i3je>F!eau4wP6cHQATtKNbL-
zjf@^uHW`}&&Ri95ET}suhZ1?|C><0zkHH99t$RKWX&0<UzN`E0@*hMekuL<Tqf7do
zvHJt!TvAlBWfmrzDy+0qn_KaennwGrPUFtwx$-8;=5Uj_KC9jtbePk%EOz{hl4FiY
zNhoj!%4VLCuE30Gi=Ce8kBfQk;xXOYDBGc>1CwT$h`TTnyOc$I@%zTWWkCDJ`8<+@
zaZ0lecNpE<62X{->m#v>C1`T9<DM1A6IZ3Wbo!r#sHN`fhS$76$t0kGA!}$<s$jZS
zYh-jlbUf9R#d#97s^35MP1`4&3eivL8z5!gVHo6m*_l3Xh6)<eJi#S?=Ydn)B{Qf{
za?$#o4^|OmzRf#usWKMquuM=Z@#WV7Fg~k!X><*+&Dw!QlEe4e1E=9pyYLaO=`F=}
z%$9sVUUiLLU1$!!^aNBf6OX_Zas#*|z1=QO-fwRXjCjx9U+%@z4;|y<L-4~ZLp-)w
zr_IL23A=)GEBqpgE?<r3_7qH(m6?=gP0rJMBQeqqgKH7u+r0IUbLD`}3(Vb$Sp3HS
zKA~gZ>OJ{D;1qPBhQ5|5x=ns=j1kL&m=4*!3&0>BU=2%_t3qRZzv^5kTu$Hzvh<G@
z=CS#Ii9zwehj~~XRx#&1TG=x~ov!ju6MA?@x*W>ei6uOcO^TlvG$KL^ubK?WYex6<
zF^PCQj0?Wb<LGp}Uaku01k_2oIurLJfj-YPV;!7M@9^iDEi(oq6nboiVCI(bm@p8H
z>pG64U6?B)+LZZIl{Pni<t4IQ_K$arc-7<9xjru6hgFCcVHy8aCZpSicWNXefwcJ`
zwIW1H&){GS`Cnj-3=#G?>6bAj?pO&t$s55Y!M{z{f?`Cw{xD|y1>{lHAbB6ub1l-+
zqPhi{FvJ2vx28HaYP-gk6~qpJV#ALZymW9U3OOK$_oR~@GBqhlcW`e_7vvGIBXjar
z@xMWUt=c@2`oOtYOcEvEJaIIwB9^j*C(kZQqCiw-nkS(qhYOvtKAs@8DB~gViv|^k
z87H!XY{q_C#3R_Qptjs{_qGQRA6K6<B*cPO(A|}OD?lXgk5Q5sDO@dzll;t)@6Wwj
zb`z(QBj?iQ=u?$A2M8g=UC(hzy1jdbXY+O{POc9Ac&nHh{IRB1GwZ1!qybY|nt+AS
zcut9ZCw)N0jgW*gEDHk_$S}a{HAT0L_c4{%p!n6{j$n68nw7ED;3@+5?SqY;r5GT+
zb4{szF@)K!26W#0fff&93q+aHqzAqKwRVN`0v-f#@2lzvV4i?Uiyak0$}AUvXHnMp
zs!*=rxtr_Vl?O%-@r}cgoSvn;W(3>`<-BnRTg21?DNc7dAIXkWe)xkV7)qWuD4jl2
zJW*UbQ52})`||4y&wH*nGJAujliWf=XXHAcfpB#Cy8VKvrjypnUp;GiXDsBdtRg(M
z{lR`ws5X5~JvPJ+G1y}deyxJgAl_JYVw?Hmvkb)OA{d@43VD51LFU9<Fs&-ve9tYl
z3kl{k`Mu-3+vZ2b6Ngg~g7=FU6c*@pIs7rv-WFM*00UxEJ%?=dad8W<eB<MBFM|g3
zcx~%1Og};k$nY403m!i#>~mkwO$w!2BRbLEpcDX2_+`450{oIVOEJ06PH}C|H~mgX
z8SP^Diyp55IwY@?Ad{O5X@R-nSs-PsZX2p4FmANM!05sM4!Wo^%_r|OuhD{2;3Pv(
zur*)Dd%MvTprl99DtzuP@j@<Gdk7^yP^IsfyW5-BTy#dg*Vei<m%o47)g8~qw=Wn=
z!(9r|CYKEY7O~SrPsYN>^FDygfaRrZW~~*PhGuyBSXCsz=f}w%9!lTExU4&6Q0DW9
z0+#~?2v7}S6XXx|ocne&q{iGoaFIKn@_F~N-(t!&Tw4S*i}r$qZh6f4$=l9@M8Lmu
z;kuc;tSS%S&)lebPkWv(?bzigO>{MRMP-i~DROjlcyiGtDgjeRnEC!^i;;nm<)Q#E
zfjBMwMaM;*LsOaXh1be9lA25i5bkd%Wg$bAe;V_*R|Q^x=a}4e88BG(-xVJKe04F;
z?dH$Xt`dV$SwpiE8jP!UO`E(7BbQ&Xm7V8!H=r}0N@ZmP@)ChX<cg0U$+q*FYv+=1
z1OUQ^dSDZ1(o-#DfdF*nZQh1Jq+XVMIC1L3Q2OQP*uaFBjWZR)+bm{23ic>O#GBVf
ziN5a^5rY$h#NZyePA&uSMEf@c9EIs)J6DmWD;RMbE=Z|xBUWFy**Z;XXfG>bD-vnX
zSzd?yF>er)jhTJjn0&7law12DvOB&#=RaJq(R(@Q0-uM~=xx?mu_j7OF_vqm>=1Br
zr^wlgE;Nn;2$*G!^_b9ugoEOJT!&=^1fuRbHdnXH5l~JSJ6lV^_gn^+2Kt<tJd;JM
zt*#j)uyqGjZ*F(G6>ZnYgbj5VN<6*v5V))(pE2W9$CQ0+897X0S8w{-Y^WEb8ddF@
zM>d*snvsBjPb*Bv4{uX{dGp)8!{wAHf<&1L;eT2P>rO*cW%@XJddH~789be5(ob*n
z{&mBxG=0ta1=>B<ldI=6h&ZuD+=TPEUHuyBBAtscH}8+p36cpi?^EOb%*e$v-4@8l
ziBQ*duyo=6F=2989xWnKI+;!KF*dm<lLV!{QN8j<T;Feg2jl152lozWqjntktwyy0
zZ$Cxf1AmtO3Y1d&gyagkYA!us&B#goXGF6M^Zts>14_dmKEPNp?prNj=N+D-P9ggi
z-tNF+r9Dqaz&RQabx`#N;oW&gS@(F8fb-dMuJm>Jg%1~Mk+qrt*)nWL`&7LevtTgn
z+%(LJsaw}?^1$PaK(lU2C!{BLU*VKo!xRqq5c=1oz*X7X^)_7FZQPHaSXTruI%ezZ
z?Z)~2jlo~~H2aIspY=coB;qNSD3+4PFL|1wzo|`ne*i@(!;OTNd-tiI_XsMDArTNw
zP{*d|VDDr7=fUw#ux7>I*lBFz@RDVB=x#}IS19Cwhfpxg`a4#Dk1rwN8`XKQB&H%e
znp|J&45bpEzex~zTIR_w!M)de$ka`TM$!B58lL(S5eMpwW-YyRZG2^6Mg#1<%kPkS
z|EaFL54!d0UNT-jK@_{Re<25&H+Xq22n2MK*%Wo$J`YieA)Hd)AL02L^7t%aiI@Rm
zJ4$ss7tot!a$D6yGLVJYqN+T$y46)5b_SoiN`OB)=g1bhDj$P)+2yX-VG0<qg*fy*
z5@ZFO-LD$^Yacwq4SH~n4se#%(xK>ICwL##Au8vJ;>0LY=|pT{by%L3v#^U+Ut{V0
zCfaV{@-<aScJ41l3zH<D<+jRi6q4Oqp-AZbPl(Fj*t$giih?}O<$y>W$3Qk9(0O(x
zgLdmp$QRiX5Lu`J-ZDtW54P|K4vIl&JJ%&;u?UMF6Y7Kl;(2PqT6eC^IPl_2nS}Q?
z!c|YE#|hMWBv%O*9F^5Mh9o)g;a=aKHr}w*2R)g6+X&Gx<p@{c{A5_azV8R}x_d(z
zM8cV)B%S!~u5YpZl)e3=2Yh?=q)Z!{aA;N`5vx|HxX9y(Jz`W2nQrgkpvP8=DU$;8
z(pZeMH6Kd;9`W2rC9P?*KjV631OV((!1tN!;T9&1T<c+HA$XTrUedgg)xe7BC~2-U
z>l;s}nFKNHwU$yc(1~HPrYk9W28z;!M*@7{ih5CwzC2|=ItkvM=)Sl}HwoTcKKJH+
zqiSEAa$xTedW3NAka~m?N$;*=hdX^~UcXXveUlY^qc&ferEf1O_vW8_ZN0cje}Epv
zJm$PtURhpg`~qiACa?cR5q<?E-e~;`*6H6knMcpKoGeAzP4ECtW&92ZDHRPHCSFxS
zTCU%lZD@E$4Zae5u4Aggf=b3{TbUPwPI99WmU5AhK%+9`hu(m)+gEO;Hcv^n4BtxQ
zW6ARi3XG9+!t_NiB;Jtz{<@VC=08hEjw%k+g01n&j(2JQ;`{LJn<Iq{(eQYjCxkZ;
zs(oR{f#@-Je{Sg+jHu3_7BwOdziU2LMA0ddT2VtcgS|-X)6Q>`44OV}s?X&lRe(E}
zj{bz0yhhiaJ-_%p3-#ktD}8BI-*CWn5HL?dig@9?1$@i{Nmg;+VskqqvUL~WR>7uk
zr<e|gEOo)zZ-lF!zKcCx0+1;z>{9EKyxJUU;k1}dRFEXf;9K!v;amxgFLSL-HthET
z`#v-U1)R}^-A8$lyRUMCP8%T`UA_ZqXLOXtDo!NCp%0ut?FOW}hgOqlJTRG4{zVv{
zLdZX@nVi8L{3|)h5&$q9ml8I{aY8FJ(^Jv6h>$YbYT~U4DYwzy)mOWmnwLU5{9Yy*
zW5i{{r2$P<J$?H35BgejXb)7=%4dAAVUfUfzwCz2C2q6uDH#uUn$9k%NcY;`iRSSn
z${k&mnWR{P6@ik!9N_P@%<Btc2dt_Wykjy4{R?6pGH@;lqk>rxKVSMJ8QAQT%p;kr
zADd6jHZTe>ZMZ_na0f<NI0eyrG?3z|7E`RK@cq=K6y{EKVyVfQhZ9t~RXju>SJ2OU
zSvOZw2%VPL{nGh`Z0p+(DR*}WmNurIDq#}1oU{d_pM*R1iZ42yP7nj>J7}eBvcuT(
z<|f?J@ogQIvKMj*yDF0VZUv`RalmuVakbe7pZ8M}$%lPIlD9VZ)3P8Yua8-X(+5)v
z`$esNMU9cEP&~UoMSXP_$a^+;j^tREqBglCe5)7u213h*<ujhti2W`0U%rM@vVDwG
z@4@l3=L65i&lXkzZCA)4_$XflI5jYG@E_)^*&ZR~c>*}q`JqhwX)~C@Czk}&ku{Dr
zyU2C)4;t;!8&+Zjy*4=j?d45O8KpZ4AlwCvr&_K%3I_f!$A_z%J}~*FP96OX=hMj5
z!d`da2JTs9k)S~m+^W$oydYzCe$N1K36>G*hX{efL=NRp*webYf%f&Da$|o{?);;N
zVk+Ur1LEC**LP$AD2s@o!((l7c8GSh<!rg2U71PUN?<dTQIRmcsD5aUA|GiyR%7NO
zKmByEB_+MuSHQ}nIdWuqR`@FkXQRkYoON*vnE#e$!$Vcz>kVFtTZQU5CN_h~GXxT?
zolx0k6L6K`LOvl9w$_!-WZ4EWq=$%irO2<u-*jpD8{Zf!+awgv_9Zzii-!|9Bv*nZ
zKiB1HPa3ln2J`!26JT9BB=^lDn1ykvAttJX--4g3yV}^XL_`EK(=?<zgHG6Z(5*mZ
zye00ow;+XYd(g7Mb$8Fdc$x1Wrmg=YwADMH$HCaS`L!$*2igAXp33E8qWWxU5q2>r
zlT>GrR%+q|tGGG5NS4{U!cOHT(0_Q8lX2s$IpAoVEi7lv<!B>65n9=HD=D~<bH&vD
zl&Cw@jKgjR=rsXF$>+92U7BEte8(N`x*b6xsnXrED%B4mI6c`D5j`k8CxU>m0WG?u
za{g|rP+!-?4o7H-(T+Xs8(;-gTaQHGAX0mD>{SiJShQA1{ri}lTOgqBOhywzGNu5x
z0@2n8xu2l@A;kG0$BMQuXGXm*PIOtUVU3YwA{3}Ob?hxzw2tHozN8QY8bZh${0gyt
zX&1Omb_WZM>;2{ICk9}HICSSu!N4TFSDS$YMBjtOB69+&Gze0v6o^z^S8wCuRW+na
zr7H)g(;T+CbMI^>7r;Wm#@E|6lU0~EM408V(=s^n@b`N-4}Wzv*QAeiZV0N;mMV2l
z0{KjNgToqN*&YXQCwuhQL>M_xFn2IsyjDz%I|^T$qf$D~0px(sRk8K<GYcVU9qILd
zO&tACYDw7#*VO-CXz72RDE`c0;ddthhJ++MFmbik<k1&0j&Kn*>dcQ#gtnPY{hnei
zEOzfv3U->7Kq<E;>Ad^U?Gr*fvYZcU);A|mhFM*WsVhqS7QrZ!M?6pUX<#T6laN3M
zl;+Zj?i!1>vDxni+<cHE-s%kHnJD0g7lSP*0H6Q#V(uw0Jjt2V?}OtJy!mu*TBad?
z<Bc>;2E`CTY1xhxBhdsKY#y+?!xg>hb<a7XDd@Ct85S#EbRh>B*sv>vvcokTkkklp
zr#&*oEYy5o5eb@B-m?98O$b8xBe0xtC}Qqm7aM7q>!hVk6yj-#Z8NKS>p?1QT9Sm6
zx>To4R*b7}%t_812b>_^2iP<zg}<z_FnjQk!Kz)q94k%_E~fQ2$jqZ~^uVScG`dFe
zffxNe1Hy%x)S2l)$u(4BtLPVs7-ESY${dZzo$yKSI#+Gm5jpR9qbtXqkb0~AZUuxz
zi4L*H90V*+?14?o@=8X#W~@4?_!5ivLIGFJFG>jt1S7Nj6!Hh7A-Cac0>M?8_(7pX
zPLuDS{jbp;Z5iKnW;T#5;K`}pSEQMsMtoGi9+S`gg@GSu_ksS%?NbWo00pgmm21F*
z0A5I|<zg9|9nVh}ClSi-`>J37%{zr0Y;8+LSp4T(3TbS?!WD&hdJ}ws-@DW4*r9FH
zw8i+PDC$0yg+VzrNC-vjMF?;#l3j7-$6GC?vLR^ITe2oj`(%R|^iSH?z^O0kU7ElB
zJ=MqPv5V<Q#^{iD>+6Y}PReIHQcu78p8=IwT1m_kdLT#LUIPUz2EInVb=wkyOVG{|
zrzqDRH?h50$uzr+`c8HX2N-!;rIL_|#^|{!wQ&z07#I7m-IvIOV2VNN#0KPum4CQU
zPoJEQxuSR2$oU4sq#;Kdq9ryOFv@?hb2Nq)mB8wqj5*4USUq_=tHP}`HH;pi1`%2&
zJh9v<E_ZV+8u}-;B;J)}z=3GJQZGdL{dz7$-%bT<sT^IUA;4wkw~DQ^LPEs&%kTNc
zu;{;af~Dh*rX=##y1o>>%2;GAY5qP<S?<jSc|eSRnas~?<P*Guaq6>);3px%q0}NA
z!0R{5;KhO|#eUMIAhcyVWy^y@@qm?9!&v+zR@=muZe~p={#prH=p$k@^wtLdQBB4P
zDM4u_#jYnj_?{Ws+(7-XKac1)=O5zKuyF$wi?4XhiMTa)a+gtDEz_mSu2^x2mi!vc
z4vchB`uFz9*2}8wO#2NXxr*7MzZI<*HsXSzlrJPwj~N~en=ES*r1hUAT@r02#tc8R
zHaF5J<dv`SM3b7;uB^X-()oviw_yVsk~a!t;>51_e+NEjfP^OelYLkY>Ku4Km8Hzm
zQ3Y*x9UXx-xPe?kRnFRM7kzxW+>HUh`2~?})d5B@7LkNqx=I_&v_ctzg^QoEyL}i=
zdljM}?3m?2|KM6r!rCAvATlMI*=NKtKp6r)=W=iGH}lfVroMlpQnD)w1IP;jJatvO
zY)udy4#qE%gWG0=$4Vw>;;d1}C91rg_#XkK#du0c*3F6EttVE|`OE;jX{ZOwTiJkW
z!2s6;N|)~}nb4BE^4eLDgM@_4`w*fh#A!qxHk{ZQxh;DsT7||jylRI9_~)Tno_MYd
z*o_Xapqzc&p%!m@D?&eOh}^ofmVM**wbW?Ce78-j5m?@*w5~sA3^aAqEltMJvFgoo
zojm+&7e#RL<4k%euPBX>?;ibhr@NeCo+d*^UBM#xrT9vEL1%u0rG_z_=t@$3@Tn-R
z!K-*_R=?D8@N$f5K2<0j_-nRZ)dkMm#*XeXq&~$Cal+E!xVmFAY6=a1gmw!DLc@tn
zQ_pJqg6Ukkj1EKq8lA8*Nx-d{B&z~YNz{*KSI>Fupqe{8>N86FEMyTs%&>+o-6KIw
zF|yT9J=d3Dqu5oPlg7ZyIdekR`INJ}p=3zu*}_M+7<6BiUa(V?&kD(5V8hSdi9`bf
za6xEdc!f{?*-5Y(hDO4BR3@TQOB}jU>wWRjwSj7mz+1Me6V^@AjQY~suZ?o&9D6@k
zXt>+Ok2L>)pC01Swq^#Qg}#X-3*r2a5gh8(u+QFzL9RMJ-Iu!TJZtVPAWky0m`*pn
zgv4V#ukP*f{$23EHc%L&V>6C~Eh45!k-685Ky{W5*B<)CuhvS!<x{|Agiv{HIVyH^
zM8V}L8z=aZKCmt}T*(!AHD5ymo0aS9hT2>|V$hjAz6}lJ9?3<iEa?954e1eGF)apx
z2xRoA!hdrvozCopy5OX?ow?#ryJS-w`j<pbVLd6~f&oc}qonvfAxPhW6eD41`KK8O
zwytP|Z6FaX0CV;Yn$mrTaSa0buXZ;Mehl-Z_pf=MLWlvv8#ilT@bJ5N_!%PJJ}4_2
zcI8QVb%CavyckO~PKi`*%{7sxRBl3mYykG6L<w%=zIQq)Z7$0%>cQo;5=bc|Ff><U
zP>bxDlS*QFzA6+HMYi=?L~bHxGc`pSZUys}BjhZ!jJAoGE8@*96#dWx`?0XA>T~rN
zwXUyc$*t@+1dpoc7*A9o)wG2EKIPfuOKI=P?66Fe4E<^2Yj*^_tXW9EgsK;Ng6x@e
zz;QLNGbTbpjq5UMAZT<HGkmec1iT~IX-ef5O_cFMs#6#yKB!|9d{RKQ630D4WH*a>
zKgU%;fO(q?#{5v9C#A`2&77}eVT!1!A|W&yv#qqPTr;-u+4S<uVl{6WO%pY5$Z~Jw
zhnG+x7#1ye16CgF^^bJg&qU%sv@$V{XB8`q#Xg-y3G}vBt!Vyq_V&k<Aqx~U42aru
zDotJS`Q(m@UM-_K@~4DVVHhdpl7=7JNz{A_553GCD;dr_%+1K*=Jn^-(q#tM(%r;|
zF~+zqzpMlGZUpg58`VIl+SZMq@>3^W^9M+Fy^Z06A7jJj@u$Tf)q3}Dh?x&gHvYMP
z4WfknCQ+g3td_Z-632{!e_#dIssHxEITw;v+l72=B!k0<g5ZdRk(PH6(z7=F5mN-m
z7gAte?(O?h2*6+*(X{d;lt&%y(f9$`KuGyWGh4-InbzqW=FB73l?TOVSB41O!!it!
z@E$ZHI6$Egh$nA%rrrqJchq127HknEFA2~8F!RqKISu#>@S7Y}&`T7}QoLO^5=!*d
zfTx`Df4dSp+^2_sAu)wt5nc+n;rO;pn=HY0&(?aGftOfapg^*)h^L%@5&SRK&Y?>b
zXvxxP+qP}ncHXpY^QLXvwr$(CZJT{xty(?l?n$ru2`5fWB4Y1vg940LI@>}Oc7BIg
zz8#E}6#^NyufHvlR1?Cs5i^IHPX%Wx!{TXnzR}w+BzbpI?b-3Ce0W^+3@V>$$Dndc
zsC+Ne<W?9KvMHANtCgsg9SQm1uJrIF_{d`S(rtXT+`QAQjyrv&&W`myY1+jc5B|rw
z`(O55+54z(Y_~^etw-D5Cug-Mi{3|b`RN9JvCbYV*!zXsgvSJsyB_DrJG<RL&D%iz
z9;n*;6}v#WFE{L@UR31!jlTR_+6b0T9naksR*5JXLZYeg2n+VrKYP<s`x&$4#KL+)
z?>rW<^O>dM-TX*_JNBjJc)LVY+98e;j_eO)hU_Z$fOA{3y)2u~%Ha6@_S&;rZ`sCD
z>aXOjFxE_>d7in`fP>5(%_{pU9cf~v!^Dj==%4Fxm>=gR(*-OVA0f@)zGx|M(`1On
z2W*pyWPc%dyQJ%y{5Z!T7}NyS23fjxXo72hjjckqjU%sfw=tu?ql|@fET|}1_<X2G
zd$T`O0WxI^2l@!I&Pg0-GDym+l%4h<WuOD0u#8O8ff$?ntB4QzdEvdUYeSbhhqM4;
z-fSv_A$ngWZjZCq=e|QDcW{jy;d+knSu=?eW?EnOpc=<n#uo~kTk3@aybAWtGl)<g
zvWa7i++ayb)p#f2)Yktng@8<ORy{aH6Fe##z)Z^fvm{Ic3P6~Q0qJ<PIC#DX+of)4
z(_^B#cZ(vmMWrV8ui@Tp<!~R1>)Bah_%mIWV;_i(78^E#A<H+$H!Zqef4UQflKqTp
zUEL8Hnm$92u`1E;QL_ven7uq#a_@$OA-}ntkEGXhpAG1dG=tjkkS2+wD6V$lb3<@~
zFDctN=Fi;=@o)9+9D1;pPIwi(ubS$NBYVh9+4%viz2Mz#Izu*;d)^MX#p5RbNGs2V
zY9{19VY%Tf6z9@M5zDr9gD{@dQ_&clPg10>9@MRR0TG$7A6vX45vidfZgZV*PG`=L
zLBs{?fU%I|Oo!<3F7d-YjUAd;h-C!$yMbjsMspGoY!=yp`bcm89r?8v&t{k^lCC$x
zclag#wY3qy?`Ie=q82&SKNq{s-X!VdV?;N5od!XqCxV#)?7VL@jtWG76`5!mURwKl
zZWN8yRW530>~8+{335vJmBp484Q96su;~TvLvbMClVB<~MB2Wy*-_+rY@jCTyCR>v
zl4}E106AROwzHi|UcQ<Xl#k3V>;s%9H6Bey=U0kMMdVd2c;ogGSwsiDE@SB0fk?x|
zI0f_^QgN?e_BtrVg-8s#)M&4(G@&fN#%W2t`G>%;!@e*xf|MAka;cQQFU1D6OLkev
zSk0FBEWn>Je3aV;l`&ntvvQ0t$Q#=CmgU@woumFNcsS!D;7lclo#CZYwtPmBrX049
zI?0+MgcWW@5^$u|nY{7^&+{fI>vby7oqR=X#C0{Kn#Ah_liV?=UyxB1AY6h;5T2SQ
zkd9?$M*T{b_8_wATW@xcIoAaT+%u^z@L?&xzF@yW-jaV`z$dt@PX3kz$jJZV_!0=_
zAu4H~mcT4ZY+4%<%+`*jN78m=J#hw&oX3#D1_^~{v=?qdJBhM-Gv@M^5Qp6-_odGq
zHm~y)@_M7Fz<mU-5y$-~)NJ^9Ql>=^qrSnSOp2DpDlZ}{v^5-DLRL+)-@ZzC)(zqo
zKDNnU!1Z9+2K|v+x%tfJYTp!iR_IWXmE<hEKrL#Rdi8`dBvOs2`k=&*Q-_sXfO^dZ
zKo1S!y4=>>pYrFr<7>wv!xk3On|{)nWQKW+&gyM4%;f?_3$00g3t|fEIIGF*aFruy
zB%y+>@(d*TXrzMiXd*BB)5d6m(c*y*o_t84l)$CEgAW)3Ll}l$Ie7rk_?63q4#j=-
zJXmFzuAoIGSm{b?#}!)Q7=3n3sY@fEH94Hsllww^)(Kg2k%SA7yemSPc6<+u6ZI8X
zTtOeH!_tSx1QnQJ;TzRf4m%55*fmMtD;6&2H4TGPisfPt9*mpfJ=UlBjwu%6oIBdb
zs`+(;Q&~t}rXdD(|L1{xJyJr~wuV$tUp^2Zy-oWJY8y3%LpE^2*l(_tf-T7$mk;AU
zJr>pm@`%v2c4^PDd6zp{JsJFPcCgWjdmt|41*rtY_rm%U^B1l1UrpfSVLeN0N%iJ&
zj=^LhdP16)Z(u;$;NW$JC=e5L{XEm67=f|3#;LekkO8nl>Rr4<s+Fcy(n2=>$DR5A
z%?kMcB?3?`XGYq?5Kk%ifuAtMDk%dVIDdfY9=&?iK8kDXIR}>Cj$j6`+6lGHb-p-h
zgFz_IyX%&gn#K@Li&w}Wf7)Y`m_5As51c<bMjb<J5^LHS0^tLRYrV##hSA9En?4Pr
zNby4KG{ZV0^%dSNnxw1YI(-rE?wp?Oop#)-Z{#DpIVTojIh%cHkQFV<axO+-5d2ui
zbDDmj6*-J1aEUesU>`?^SE?vMd*oojCPbM*_Y0v_FbyM&?>uY|I7$<5?<OjfgRiAI
zWk`z2OCU<3dCj#p)&!4NfoBwMwMn5CHG@$k{`i1r)rd0{7r_rJP|cD%aR+eGOl2>8
z_kFsB?LeJK4D>V$)|Z~LF6Ruu4vfPSsy77TUXiY*KcGwp``amN_}%;a!pIK5w*AdW
zJb!vo)eeL1idk~$fJ-KDbVx~_gKWM;*QoGBp%@*GW>n`7yb}~XklU^D4*zG5rZMiB
z#a~l=GF#QJ5$B8#v@)bK2Q5@`nrT(^?iQuAfgiBY5?9`yB@)nT1kc%!Ay|S4Re90B
ze(>{+U^GYq@!^=l)ISjYq~OV2h9u4}`K0*RO8*Ev-oY}Zk7^#ga`t{``HJw=^3HsP
zJ7mltcG*GT0|bbOS`*+$61<ue$g;p9DH1-l49iKpeVQ>n^SonF7s)TZBfGV5!TXq8
zKHC;q0mj8%%QCt9=!);_SjS^F7hy++ry2vIw~Yy!3T}&PPDI`sWaF?8mnC5K2`jTz
zqv9biA(hLx!1GWNt1$9qCu2yS%iS~NJ08D=$D6kAmilfBWZ-s!nt}sSshbvGG*_G^
zZugZ>7z`B_cs80qwbt8?dj&VtJlxuQo(ovYm8q+7$)CQ==!gwDa>9WL0&%&GhzV}0
zPSiRsBzBDsf1+3aH*g8xtQ{R>$S+~pr<>)PauNFxaXjrfpmx>Tdl$H-<f%%%M@oAI
z80c#4-m`!_xh;84OJU7d4ecdq<=piH@CT*|-vIEV=TK4GkId15P)oAzqq|y$KhqM8
zORg)`M(p=L8JN|U=Mg}(<JfVYw@y;xmtb(1I=7~uN6&>=G4w_P;kabs-2m%&3t{<W
zuc7oA-mi}{*68~v-fCq0+(6&U*$z^UY0?)^W_O%Gs_`>(cYLFpjv}OTr8ePO>{oA`
zN3^62-+B09*RChMbR6ahu;$a}nj*jV>{Kj=&@?DeLYxT-1(4^t$IUJ+kr?e;mSXT1
zV`u2vd&hd`@)q_+v>y5Fd1C+pCe)D_@uH6mzZ)_J-?AQVSktE<9U;hXPuWV`Q_|wT
z@QiI?-p`5)#O=_4>N$w9UlEY%2fheEKs~M(9~$L$TlBRZZ6E6@$i=nNZ{I<Z!jj|A
z=|Zv^V#-E-&4*$XxZZ{qjUacvQQ+8r1NwG6b@lJl5xwwJho;#^JG*#WeRf#o8Qy@L
zZ>|LB*~)$k&HwyrN6ORVJT^Qw((#h6q7%go_tZ-nysW>4+2%tD2^6npuPkXk_Tx=v
zOUhD<=s=n1uC)q_3v*$4gh4*s`DeE8lJY7x4x5)Fr!<u!W@{>TQZC(iq{`~%0%NPX
zBCkc-8_&Cye5s6Ggbvmbcl~)&bt#+3zwiD`gl1=@V|^1rVxdc*gu?oP5kzf$KI*_2
z%A{%vIp<ZKz-|<)Ehfro^a*ip8niI2z8t_LQzF+Nhd;bHcL<hoX>j{lM7t;_97U69
zU<Y${{s3gV6%Kq<=3K^13d3NF@kFIy&1&{a@LB8?cWWZ4z&R+SXU?I(<UdTM-9e`3
zL)p>Pq=O!fW%?PGK>?J$v326@E=bl1$$Ye4evm=h#cn7kMMNA;Qo5LIH?o)^ID<;<
zgnp?)s$wYhrn~f?dYn)bNIVwp^fAsYs_d#KBY;m3;~1jckp630xBLkR08OD%L%}&o
z-S<bCq(%%;2Xcfm(uCiirh@nUcr=7Me2CYzTU5Fyu78?`<=JV*O<?b_bc7PKH@E;3
zuxUy=Nkg-0)>@1OG0XdH`@2?C=b7TyEpW({{DVldPU&E~5G~SNjb9mUPl_u8y!+S}
z4J9z{$IX}ZD5u1*orG1Y<GzLXs_f%ty-yvxb{T7^;#zz4FuyDFi;X9<{a9cg{1}o5
zrD0)wMePy0PT(ms%IpB0;e0|K>ydopY*i<DaY1f`V)tL{r3q0TLWpTeE#HqFS6747
z5cfXmcvepaRyk)K1t<HI5+Suc5-nCylGfS_?)XK)<In3A5L0(Sl3~|GB{yM6Hrskw
zEU^WJ+yRDiy~$#1)#w%8<nsVu9r7$njeMhzoy#Mt$zSfV*R{Z(aQ<4N;d3Hf%0P@r
z9T_J+?c=1G^tiI(lihwv2q1C818_f)@)8@KGLQhi#M*LLR;0W^U)q#4FB5h)OaOL;
z1U-d=zXyLmW1Ej<inL{l<gt8B=#0f8ZgIKF0*x6|5RD^u^na~q!C=+V^f#%ryh`wU
zm%IhZRRXd65=?moI{E-J-!DdYh)U<fG}_kZ`!kDE{Jp6009sBM*y%ujrMSgf9U?c_
zK5uOmdQ-(dBP)bWN#y^fDHuyWKLc2Oe?#i!;Pn#lrX(99dN4lgn9-36s7(AK1}8#)
zyx$GsTEf?2l6&IKFF#`qWC^PBV8hd~drM1ce$3N|#j^-NDuN%l;7w`=Yc5o*b4@5b
z<r)?-u-*;|9$yt6Db;9Hs;=&A`m?qS%FMfzznZkE;iTA5>}@6lfPe3Ur73u}(Oa(0
zz~SqdX+AZ(fO;5>D3rTAZ{2oAoQA7lPmc2I^MC^k3+TSvZi%f|(k2`zyQU@GIF0#^
zFC^i&y}j#C8I~`NCH%F~m;N=A|IC(qtp7#P?UV!-Bocsqr7zj3<37Q#R-XLD7WBG%
z`&y!fPz$C&dd3r(PP!hfp%RtoMt(E_C(MX{r##O#7o7bvnYSoo!;rF7RHmQE^dN0W
zsbJ^aP4@d0+GCCTp`JzW`B}@?b5h3-hp>nD4|p>9zE&!#{MNI}Ia$um@-Yy)c3T`E
z?QMF$pql$h27IWhN)Ydh0*s@ac2l{3J3hAzTg>g7xF~lgTUi0js(lA-xdIG2*PNVy
z%LHBTt^TV8)B^mdm0d~ytrRSBmb%ThQtC;t#3G?gZtn*aKG*7nz5X+(z)Nahqs-*A
zN|I+`h_GT5R3;HsZ`zsVsi1Ye;Ja6^h=stt&B42=by!4PW&*L&nyM#w-}u}rOjTjg
zO+KHZ#+YG+j3a{rzEf~PEN4Wy8Q^*zJ*uV~xI%98);VSG2ZcMpjOrTtXL*%{dk0_Y
z#VJz;$^Upk{-|^D@+-4o{u6;g=C+FyFiV29UC5&XTs91s)!MBAzOvqM;2;fTEe3P=
zb=8it5`tWESLnMY5&4>S7kfJr2MMLaQ+`HwI94uK7?}&G<iv}_X5%tnaJ$3cmvJX2
z^UvZ#WFuP`uU}d6WCOyvE!q2+h?WWImpq;uvEtt*Bf1Waod{$q`!UnE7>UpfqJY=s
zW%&i0I2v|>6jNS4z0yIqX34VQ>)nM7pu*#}NHQ0To#hS~-JelB)Ev*U4YwJ#{-0C*
z%Tkv00AW>nB)uf<40mExpNk4loxca5bX9nO%4(0uL=m}i!l4by$xw7hnlYsfGcP-z
z&+GRlZgGg`**8A095Z&~n{IH<=ay@$4wbiDH!$fhvZ`&;Tq6vmYCJpV&PL1YFN$gC
zjRz9b3;PpAIQC|WB<PZg5!R$tkQknxa!J5sNCc*#c1gMdCMM;pd<7MJe17P$PP;z$
z2A`<G;DPsF-b8OI&+I_s8JVMp<;YZTVepj&!54|6KE4I{FF&mjyHv3QaTxZY^2+s}
z>Xz#+vNkOLMfd^w#{eJw58>y8;7RfwhZp}lqn?jTPF(z3iha7KmoSF<nA)q@=>hSZ
zb?}?}#Vfh<nP``-xtB9b^uwa|`Ap>93jI=~Cpr+{AE6mFw09*X$^~%@%fvvEy7gSd
z<V_2NTmp_mdbc87Ln~Lf-Q(dhW8R)Slj;2J=hvYfOfdo1C<Ll^2$wCVbsE3=b<IQ8
z=QDRGi2|6~ShVd=s!QkU;{oQgJdu^a6UrUPntp||m8f*AS1Oa#<r#T0OHNs$eKGPe
z1%G|c+b5k1lLo^R>m;74=-=Y}*Tj~Yyo!#UPi-Idn|m{eB6|n}xiN<Y`eA+_tf>o=
zP$aQg6sT<a{FDZpM6~TPf`u75TY1Omd2wY;Y|rzg7r&GIfD@A!TR*X(IF#8AP3d1e
z-C$L5>JSnVq3YfAqVX4br74}PYE!&mlWn)<B;+Vdx3Q9MRZdkJTWGP3CMVVINy#<M
zY3+AOolNevCzogxg~;I<pq%x9eidbK*zQn4M<PW}lci1nXL)cPqmfzHW*fby02kt*
z^)WIz(%^eRri21~;Vv3~QJnk$O_!!k?RQI9-y(7I_duQ$gp_u%XWOdok(8wwKRAeY
z8*A<r%6dqQMWITU_j9A3U%@}&!rU;YtjaRisw*Mvjo{Q|Rjr9gqJ$DF76Q#u`~9%3
zsu~4c6<9;S#*vql+DZU_O@@@=4~-qpCAXA;q}E^>#AUDnwWj9@9Zrdr<k`~KUfKWq
zpNJP)qM28?hG2|Oei`^Kd3_6$^W07B()mD!m*DX#5B?%(@GS{w|3$&)i6oMGpTJ#s
zM2=U+^*KCykcZ^N4K#fCwHeJ{uO6lKCc5qt(!iEIG3jzmZGvMJHp;hU^0u|GZH|8V
z##Y#)v<6?k_b2pRhSEegOM;TdM55+g^sqn2k1ox!g&JQJt8v~(9p@MvM)D=SyZO7z
z+nxYS$Ew;}P+Grl1NS-zb6;k)VhiF!78N9D!Y$6MBPbTVZsA;qI*425SbrtYEQHFA
zlipz9gw)Fn-ZpfDH#~rdBFX#}zk#BL{pxDC(aksYQfS6V|GvlB5~Y=8B7qGyEJ<?8
zCn)-nuhp;$qznw!+AoUud0dT8bg%n)Qf35m0WKel@qapY|6d63rkAtwkE?zZWIT_)
zfY%#Pyyc(2Y5S+ALmrmJ&yvLh<23|68I*M0;Okd424*pBw~?i-k)mts4|dv;`XvUT
z3GQW80J7Rb$M+4!g9ln^SWpw8<V=S*feB-HXkIc|$%JjtKvEsyy{WDiOFO&vK&vrk
z2d(FoX1K?XSd;+20m>F(bW^)$3bKdUIl<q!w2s+1HUpIVBtOh+DA*+?Nn@L$e_PC_
zNq9^5;W42U18ls&oLlP0l~UTV%|htC`+0;^izHq?$-LE-sy1^~4MCmmhV|V7)KzN9
zHX83yTWIB@L{;$7B+)iD$RRfD1AeBiZHYIkY7w#J1ZaQFTzt07lQ-V2A;2MeP*gWp
zcJ<C`xVFl&g`}FWBwv-@VDPjO=BvPk@s*;eY+;ld{jz|&`wFw1O??Pg@N8~EJ~<D#
zEm3r<1mnNS0pfi36Z1Gi7fGZ**CduFcC^j*oh?SBmq-D&yThk0_eP2gUx0?)yhTBu
z;e3Z2!Vv~Qrg3o?cf*!N)qMZ~Xkb3Yt%>yT7d2KsXU*7qFyqbD(1jn}v%H}j5DMo_
zS<2fUGS-!%j7{QG&u2sAn7wBK3f&e0FQimGaA&W<r-IjccJ=f`EeONAo(=e~(XNpO
zGD0<#U<h5|RtiP*SBYjY-SxdB{;VzY_4|kk>AU32$E#A14jvJ(lI7D^kY?%-^Bt*+
zqF=Bm)p^)wpmViGhAyLsTHf$S=t2cLg);5t9QJzD1n0P&N%UgI!CKIo4K5T7G+6}D
zg$4M)kbL?+YCd!Fq-B*%ks#Q~mSEDwgLh>ET8zwv|Bx3N0h!=gzG?G=>fZA1w>dj*
zHN~)b&FYn#WU&@7^WECNjqnBt#SDMzJ%GS_nCkda3aq}UIkbxd|9E#R9ODD5bIk^z
z6{n0kr4IqrThkBqMltay5|Dg1GB&OuTccpsOaY6=tw2jE*3wkx?UdLWj8&wM>Rv;v
zyzSOir2)ob^={X0uqL+3OZM+Pu1N8K+J}4Jw%Y1NaTps5FmKKRKHVY8TOD^Gu#@oq
zaayKl0qBCfNGpvmF5Lg=0I~5G?jPjuoLTi8eEwws{C9_&48#us(+@^iYV92a;-!<h
z7G{f`Sh{Ln;e^YgAsrU&Ew56l><y&WabhSl&vAo)r-f`fsVooLF5w$4&eE}0uy_Y}
z-%P9?P-WhwH5S_KT?o|Dm&^dw_pZE?tzMGk=-CFl>_p=;lk-JQ2{}4TToGPQp2Km&
zgb`u|wIPt}(qGe`Kx<ChY5`q%+j&*~+r8|xxmXL^`lx|^z4PP<<{*8<o}~mN?4%Kb
zCFhrCoxHwh)N!oy-H=YQRQC_DNIUFz7`34@?S>PtoIA%@K|R2@p3^FdJm_9F(D?~h
z`Y^$&qHquF7#dz}DP?*KguT6N2A~og?hM`KX8;$5&tNwk{)&L#a6n%G+ejHgyW>Kc
zCL%j9wzrx!J2$ciJ793wEt2)kGou;WkVT3o(}WM*#nc>{KvrB@b#XXzJgQ#{mbKTB
zQNVq9usIh0jl>I+-r>UfqYbIil>&?0AVQktoj7mr$k&m(BnR9hH)%bG;doEhzx|H}
zU*s}S7HYMObXREo>poKzo4IFntKDZG)L4E%u(#dep=%+VvkcArzFlfm->Rq-As+rL
zVB>qJM&H>Fh)Vt~@T)e#APRH8TY>2fQ?I&5Hg0DvIvqxlO+F%OTBgl;{(gkHh8if!
zdEFh}F=Unp<<#KC6}?kue(=0)Uy|X*=)XKf2|eh%8_sSYAr5)0MIU6mOl|D6G!aKl
z(V*MO6g7jb-m}Oyz=u9b5VoP)<ifDkVt=zmxwXE`a57}G&NLpqB#)|1zYxckOLMyI
zr%5XAz8{JbLf-v(=9v@vfwM?_0`eq%r^So@^;hm1tb=|(@5?jxq>X({=pDjtjQc?$
z_WtU2RJWICcd~&$ZmZ81EJVll_^!qFJA6gvNi=^{|E-D1=sIh3kRdkphwhva1`Mm;
z619j=D(&Y0dNT!eD$UUNXuvuGCXvLBI8R83dmysqXzB+E_BgOZPxA>ovq?+v{86l(
zHUtaOq(RCgew`coP^~~pKI~tgaQik%H9eV7CjjBz-~-Y6M%B|(WTs(;2KyX5sGvCy
z!LEF`uWKA#LXJ6%(sx~RnV?XOk3u`WJL=5+Aag;HJdS-I5Apo!(S?=WnZ!|ry&0%k
zkxjz^y2Y4!zCyt3xv8Z99agvlmzyuRD}Q0cccT7fxR;&aa37g=-3gBBQlw)|)Uy3P
zXlt(K;k=9q-TvkJn_|-wK^|i?QtDwUIpnj9b5Vf}>=_8Wedh%L#wn_4@iS61ofc(g
z1-4OL@lr^sRBTCYLpQYfU+<>TVn=1emTesza(&yPQiG6N$>j4n%MTsQ`T22eEg8#l
z#<Dt_fprIg0bh!iV)?uS;~0w4UHSvl+^x5+TLS+#4>WT0(Y^YGCOby=Gw$PHjU6cq
z9(HlrM+Jm2+<b_O^*Qa5TbvP4+W^c~n=5mqk~!ah;e{!;_OA(U$LGdYG|4&>ih>Az
z7kftmm`I)qzdUtT|N3TuE6hHINAIr!4CuTL$=B+)oJE@EsS6_<6w6rhS}gc?K=Z&7
zgJiOx<r-Hn1M><<POAcsZS42!B~Wr=9*RCb%8uCV|5n%)|KF+LO_Q4v9tK^CWQRrB
zUSCr)ecZ;Fl3-Z~_{cyvNiQ)it`Pbd`$J>&==$_MU}N*Fdcf?_3m0*<vbALwtaf1r
zO#Vwif2&Q+IIY|;mfOuhWQRVlI6F^!{xOh?g}@)L^f~eCoi5Wqy7%YaSp=~t|3q|H
zeF#<HaQH6&5)M>YDT99*QXvPgg0U-Y62FzJA6bvG>XP8zcRBycLTzIn&15CtV&`Ic
z4m<%vP%Jf1?2&13%=?Q2ZxzK@L%K)6fv;@rSyJG4G(^x=E?gy3<xcSRdmzg6-(25O
z&Bj$^lWi;mqLgW{ec7!3oGPXl8R8+2uAYk44N82nYRRIMh}$3XU``4}@!bWNNhi|`
zNj5tNY3LG&Qtk9qFC<Jgiz`Ca$}-RyrhFDGoNCaIJ)$(CNfH}WUBDl-u0G{=4Ml`Q
zc$iB>nr;zi<6d|)D=_D-7UP;{D6wg7$c@L{;s5H4xGv)EnGeo2T2Er89<hfH=nhP>
zfY_F{Xo%!_a*Pa8jIE39e|f4-i;K$BKiT0$UXJ6tt&_#>)F0i-u?1K2zO$G?A+Q>Z
z0_2-2pX{XH8RzDkm9X_CV&j$dK`?C1LLW9U>QGv~y&9L)+m^DNR-3JBxfdyTNd>ax
z6_H=8$vj0kmZvch{L3hyoT2P<?MAR`tMmP3yn0Z0rg)<IplN$0x`*%w37#s1&dkB5
z{1v_EJ778FK_TnM$l&@qA=|v;8l5rioBbxtA+YL+01DJv0~Rkm0r~}xJ}%I;5o>J(
z`j(WfX#nBk5m72cs;@XlwA^MQY35}0OTbXPv7I`_cyS3GhD2&1l@|%;&{dBa7%cO-
zd<Xhz<CDdmB3O8($kdw$IS5X>g@M6@u#!iq%fDaI!(l?JmInlQG_h7nnRu;tvWU&%
zjtO}?&Bzsu>YO5O;DYVbV-dD)Y=g;Z+RTTxQpSTM+V_>9scI~n97@jrmd8vtI^VlO
zbP54TJCjswW-HRzCa{cdx&H&PJm4^RnWjq{hY}ot=lEbSYkmTGwtC?FMdF)kriV(c
z2Z<joe$@1X+~%t&enIhzlY3H#f3m%sG3%4+Td4m_2uC2-@C&!(gI22r(83G%-6V8i
zEAnf>$+xBntR5Co9^9Z?PjEJ+10BU7gxMw*kzpdD>}gR`J(^&!sFh$~OO!2v%+67$
zfy=v}$&D6X#p>Rtvg~_OcT`vtRO*YMou^EN3h3O)4{9(Dz8{J0!Xp*P6@9l>Hl|49
zHL=Tvsc^-`*@sbMRTdcq6$eT;gNZaBhB>qpA>NP0tUL`Nq2n2ZhXPu889~hG5<BOn
zjjuYx)#zqN4CLhaNg_B`!ONa0uLT-Ec=2Z+*6ztIxl(hFcy=nq{M(f!v8@Xt%jJvL
z^?G0ZX~{=I^BOGD^vt?`VL^#*XC-b`O6=LH@9GSkm75w#j+$n?UZixgn?Dsmq)9<t
zQ)n-I%qZ^F7I<I>OQ7)fdNB&Iq8Tz_sf#Ne{z7h{v9Rl;Q)sp}C)4IU?7JW==3W`{
z9$`)lxQ^jcBY~v$3)V{O-t?i!Od?AOxQIF&T|FMS@IUooI^$<2>7_6N%^KX>3mIs$
zUV4>><w1>kwj|m*0zCS)Jw{-`K$JVA-UqYlPYi3@8n3G?wO+7oApa$>UmA~%{^PYW
zaR?^rKN*C`Yh0tbl3r;3gmZwTl)ohM1)bmd`qs0DOo%56coxbNsHJvmBA0|;sa2PI
zCrpyDKijD#++gA>-uZ9h1laMikFG6G8X;Wp6_1GaPb_l4l-xCK(@FlHzGF7MENylV
z97IF6vUJ@R@2#PmwoJ=;gv>HQ)ie~AL^BmXYd_0+#x>i-!s$zc39X_Jf^xWXwh7?N
z!%iae(P=J+LmbLz7uZE_HrgjZ#)u`6kFha~l(9Xi3GgQW3;mRbG!Trw;C##8ty2BL
z*CI{+B_(vS{I%2BB5rC)k69iHPkof}0Eo%yT??lv8g1Na;%)W3%9lY9g#HsSQ5^j>
zsh(vej=sT1MR^}~=g$g+C7KohH#zpT%Dg|@;DgM=XH^B4-u!2wI$e|bwE<Wz1n#*@
zsN_r#%`QibH1wZ*zPRmgzQL!eP=$st9vmfNq(mdyfW(XcGlfVs0qhxe_?i(;LOc9<
z=dt1^Ea>Kn>nd1(a*d!`G{Bl5)eZu$jaaND-e-tpz5Cro$YAFk9L4r$f(SUR*We@J
zY*0w|I(0`LuEi=MWJz8rh*E#i{U;0_3Nq7x3XXK_Ar`87iTf8S>Cl_k%l#SLTLrcS
z%f!|QIX8sDJ<8Sc+bO*8O%_Wq)JtkWuNIXSiuJ5&vWG6ZUs_jIL&1v-`?Gj0mk;Wf
zob$6MbR~9JiiYOaL)GOoM&IF69WK$j+f>OkDZYeQRQqb)oO9=?mhXKsI9w(Jwf}ZO
zHccAN7-xd-eRi&M6!Q6$3z(?KIA>ZGhUa{V*F>3>2qH}+%dV2hwgcS(>iSYn@SH<H
z&3h5H{aN#|^9=y1IH_=f$UIH);(?8!XHs%5Engc-d=vhfUc$jAy~yMV<d{UREk(%U
zw}_eYA*8q-WE+9z_HbIof-37Ea>;TO4<LO5f1$=}!1V;zrJ9A^KIrFAIAfYy1Nf7m
zQcL3Vo=s{MlmuZjECl!EzC%f@k%(GO*h9JW$2%w{;*AkmRb;`jrS7<u{0_V7Pb5g_
zqzKB*L6LViAs{g(pTRiFN9O{kw0g~!R4z4@UwD86==s#p#o=swm_e+A86LGa=#g?u
z|6KC}e>(fxDnLow8A{#jM@NGgKN(+Pd@f}r2l4$dFySny@LpBooq-c3@D4E<-}$`J
z&;e4u=A_@JwHYvOawK{tkQ75HyCp(Kb5joW;zB&vHwA8Kpi9OGa1bWKhbnSx9UBt!
zXRr<vr<48gS#&P{%%}|!kEoZMk<J-NeH)0uu*E_3;vBFhvT`G?O}4bhs4q;rG)~O=
z(t%NY0~0-q++Lp#!fLzyplr=)a5*fmbIDU&GvosL5L6B#&VQ{jfdK&Mu>P~gywAn#
zU0l_BdRlx|VxMmG{S%pc-szL^>#h2FAqmHP$oTOx`>iSZ;e7n$%>4A^{7V(`%?AIx
z<y(%zF`JHlxn}o#c6vUKKHu7_8<BgV{T==H`OoXLAi%!QZZjI~*ek3D)ZR6kjT9mN
zP1*A2vp6Rs=;{b#yP|U=XY%BlBI(`{HBP^Mib7^Dh<<C4JvySxVpfQV=LGfCmeQvs
zOtcQDT(j)H^DmE2nfuag$S}klh}P@va_WhxuY%6hOwUgSTP>R!!=a&{aiUtf{@B;D
z3vb;(D*p%!8T=(>&naEZ0ri;xLjITV-*+Pn5+QixD^!LY)nI1+Em~fSb$G=ERb+v~
zzM6CsSCu5}?UGo%3@}C+dx#$)D@*ZW3y?Ew<>Gpq7`u8g4h<eFk=~*6t>gjIi*#@G
z9a`}wJ;$?qW1j2BFVoK01<!_6DPP6u*Ob7VX5LC9X9gVe98`<KugZ}0=1PgvBAz+@
zecIlJ%L2QA?b%;kcI&&$yCTp#!|hYv=>#e^+6cT2<f|JOFw7bbV@TLh0-4_1BHe`R
z{SWc+=ryM?=fx2yM||ghAy)XzH}49m^wdQk;V}yN`<R;XzJa9c3FW}h!!3IHXdppF
zIn8RstAdN&T6_n@a&(hLpSNz0ykWP+6Ohy{3rs{}C$YI+3p!S2YB4v4;mp&9Y?-Iz
z%Mq8D6`mC=1(%0TZEwCp*xqi4!^9%0F~e%VnifrVpi6I+k~*{$&a?|eP|W6$Co7sa
zoK&=!B^4_U#`Y%Ehp#a4j-t{LXL)?DAJUs1<b$2Q=LgIQ^;nz&@>ol9a}NYn8!pdG
zqvn<ewZe;ZLvznGj&*z&uw31?r|(|$RyqERvPXLfIsFqGcA=bj+9Y{Q?<06{5z`LC
z?*gf86U<HeEgnoxwPb^TT@j5c!7JMI`4+`a^)O<gqAo+sEI47OiYxJ`I1^Wwwv^bz
z4*C{(j(=gm*$#k<94_?`%^noGDB`FJo9O5ySG|w_nE(>T=T2RahpnZQots@PuJ1=q
z+~0+}MpqF`=MMw_IbYrTgajJ4=wyk^Zdf}ap|&NOfBM2?gWYk`gIgx}9nh@mJuud#
z2UVaO|1{1LeDFCa7Q<?CQoK};YdMhjtr8jStQ-I0LQW&hSY&}{qpdFzHhL|+i-;Tb
z)BcQy?Z}i$nYPGj;4dZ!gnCTSOIQdAC89){FET?ATnG-}?j7jgnV_%OO6}N?Uuq%W
zo%`KXY^;D3u;>r^MZ_yul?pbEHqJ&^!7M2{>aeKpU4VcLRr8jJFbwLw0P03>8Vj*x
zJ>w5=eA5y%3eI1Qmpi=*+*=3$0y29E!TBEkS-L%HkUGY2MI|q00>5h62Z(v}JVzAu
zrp1lP7Q=Rr2cwt64X|ql>3Xjq%e0N5N;46Cs~8yDz9GUuGW0*6&DJsUc}m%3|GV|7
zL=}I=haHQm5&qMKU67T4EKdZ3mv6ke|7x7y8vZ_Ks&oY<3zzNoleRIXTRr^guMCLl
z6%adA+3)Cd496Wz4gM{OE*~ErO@FdaS~(#rC(Ldy_Ya5!G2K<R)9Ll&PouOD9r*fM
z4M4fA9+OGyin=)iv1}<okgb5t$5JqBuZW;nz{7O?3WaY4KA#rInJYy6Yp~@tG78Yo
z>$mSlO^<bmBu<D<s(Rqi0?|E+%IxU-rW_xtM&H%f|JR(j*j0774jtHAxNXuM_U<RW
za2L+fk6h)!y7DWt>qsm0AwgGj)F%NShC-W=xYP_54g^KCbh{5jW8Qy%hFV=UBI%cV
zF*s5sfM6gGB`vT4-z#MilrSQ|Xq&jh933-{*O=U4+-^1$06fyQTnHu2R-fcMfu(Ty
zDIWh;!=eJPVgmlv_0Q`N#v<y;<WP=TJEPjs=LH#MfzJ|*J;QKfeG)<qKL<Ltv~TIE
zfB?vl{DPJ*Ik}UkGRip9-+O6)tQY{SyY6*b82}3h+vW7ZuZ_bWf}a|rBtg-NvOZ1g
z@Zv%1XRiA(Fv~R>eX80fNKE?)wHTq&&S)r1xQpjBXF36{=tYE#4!H57r%_qp+AFiJ
zx)pLiR)Hc~Pm54<T@<4??3HdM)7}^6;KyrkeG^&Sh!~9p(O-^N3lbG(%;r8oV+#jY
zRHmB34WLHaO3&s8Y*k<W$$i69+*RXQxyAbv;7B2(?L&oTEK0V~hi16CCHm9FZgGlR
z?~X5&aArLjDPB&;<QV5{1ePV9a%n6LG@hG<&YnLj404+^KabI8J}CVTg^^J_!cGb@
zr%W8oFnpo+0e&l!j$DaDP0KB-^pmmAaQhbJ*tHdmzmDeLMQd7A*iDfI?3P5KAQ}Hc
z6zJKfsMvR39{Rydkx2rPUGkcmOn{G)eS^iEY$HRoR(lfH>xV|qOoV)fZa0&N2kmK`
zO7x_^&wH$AdSt43ZEk9jQXEMv)KU78G)6dR6=D-kaHvr630#oE%2nNi+;fUnP$Yjf
zO|wJv<4-lsdGIz6GF+n{=aN0q{BG?+=$*S5x8r#x1@7$mdYjJ^8-u}0%`>FVORYe8
zwq>0oMB27f%8F({=K01lz{OBfdkyjd5|kJeI|)_xgswfX%xqnJY|te1gPL1ovpA`x
zGAx(bf>X)zQk`fy_wrm{dgLAFnzUavXe`Ze;NjTX^GF&$52i2w33}<7utC3kp@o<a
zeECklCwSJW><?${e2y@S_M9o$Eihb1Xi5@;xH!qiqy7c8+@Lu;Pf_JXY!sB50uV@0
zse6ZmlMw{b;i*|y5MRGL5rDAQu_XYR!v5f(BZziY?lFr};YEBt>68)=GLn(^w@eSr
zsn!Eges1Wz;kRL8wyDgh=#|X7hU7{e)n}28+X@lnN{_W)>HbsO_Y5!bJZHgh#Q`-8
zYwv(EE#&~63R>PYX8Ji3?e`9sO?x)WNf{(DblOW9-lkWw)@^^%nu?V8GlYiV5|c7%
zs+e~}E8^uhW4K?j-1te<&bg!~j`gb{m*3O3Rar$KZ_S(`BK&F&f?czzA*Z{Y5qEBh
zOS}|{AFb36Avs1ATKed8atMD0dr_t~v+?^@!Ss1%t(XI^#NpL}gVDt$!@^UgP<jyw
zFG&U3IC*AV9cP*SbPGaz&a}+?*OjBlTJa$xJhOOxB;Aj%=nJ*h;>C4FN%R}8b}+Fg
zQ^BWi-iOu6FM~><J!QtOxB_ZN5#HLfS<g)j?QEGN7tljit5$>Qq;vN6rs<`e1ouOy
zbEY~K>e1-}%*H7@28EL))lDJdsq-Lo;t}cKshm2C3nea$wfbHA$Ic;ai$x|!@U&hM
zzia492v(U%dEpP2lKA?S-N@{&y<qcPzXspDH1)E%Y`r9uU$sx~1UOHqL*A?H58RUY
z+4uT)2RN1b4(DticMb9EVMq?ps%Xwt{Xqf2{nn|gurIH=<``bdy$#Z<+V+p+l=~KX
z@zLb(bbbW+i2bHUl@p#%1pg5|ubKU8%TQ&H|24?}tDJc^#P6Y^cfY)=w75if^9|7D
zxwY;qhHrX?v~K`UnT&rFE#vq7gnKpXx}{~2FBU^1pZm5nO1X<e4VOC|3H+X*=}^iG
zOZJ|#P?BId-AlM}JDr+hm{<K1ca$Ppupkeyfh<-P{2p{76fUs>Q7B+qo6BVS#_fg=
zM9LVph6A#}4ktKq-CH+}Ss3;Z7MWsu3YDf>gMMznrz`-p8T6%smeUmgY(u^)kx-dW
z@@=6Y7H@hj(XJ%amZQ*JUpg-yRau8FPm;nRAE*fzc@&F9r{8nFNrX&$=}}`fY0Er%
z1e$7Gf>K3)_URD@Bpq4G>|k8co=S5zZU!&VH?}U4L+^eF`ecm=P>rDjbk*v2v`HP-
z%W!-xn!%CvI1aUzK?KmrG>67b?mc3)c}krfx+w<J^`eU>RV0iHO1%kv8+UJa8Ei{C
zdHskasi<{voRON(;=d&HiY=aZ>RFiF{U-wf5mjbUCf@0D#nYKs_EOtLZi<znxVCh$
z&^$0Tq!r&}6g2asbT&rvwgCt32zrn&9nakj<+*v%NN<Iv?w@RHv?%J&EfI?hl=eI+
zM~_wq?@nG!t-QqU_u9l*T;%{w<;1(bUnXbB(gbqC#p?**1qP3+xhGr#9rK>d8T_Lc
z6<+523^r5Ua&Xp8l&JqmXj&nWX9#>e5t(+?j#?XXMdHs@D$(&31AFpnDH~G{nnA9o
z3|A$@H09HuFWmPu0Q_M+xxFIcP^Zyp^5+xoTtZ&!UzW-Apx_u-=M!c9Az^rn2cAkx
zp5AUe1?_jj9ETs|*D2sbQBJtA5(TnwB*95n=c00{b7DdBmgPD!4R4k4F`JFPQ|<K=
zk7LaOgf5(*Ays^Mh)lFBJH)k)MfKB=fL&1FB1J@(6cuNh&hTZ^H#ERQ<~y*YPRWm-
z*V(G?BImaCi#20x!`S_P<oGlDODsbeWrlahgADMsHj3i&Y@GKHz(v^=L#+sk68S}3
zQ|c(=Xo`!{Up<vDE=0GE&#A%<G-6A@l8|7ZW2)S7$j7|XHr_woHh=dds_89Vfz`|?
z<UNa!<iRUv8ywL%S0Blxo96i~av9r9-_C-E>3lX@6<*Z$ZSmqhi@}~Q2^S^abwI?`
zxc^og>gOm<vDC0oMD?RW49t@UC(UfibI>1h*#4E%WEurFq6+mZCIPIP@j_-wxL5$^
z>5++TA(WE?2mG!Ao_P0?p+}f%V{V!vW5Cj)p*H0j-qYqcAbAH|5QVGEL<mm!Dh%gK
zyczo2Sc&`2PK{vAljTSC0u-w3AR$L%`G$DJ{f9hPGfdat_l#43;_;@X_o;t`dbM*u
zMDVRWQ#y44XUHL^c<I+`xmVBneFS159;hFZB{82apOO4!KxGk~j~iwYS-L|e{D}-M
z%xeN$EnO2JGlFD@l23G0WXfifP-LjPf)1ZLGoV|0zLpWl{d4OH5?Yn7Aen3CfJeyH
zw1Fu~5!y@g7hQCra;uXX;Md^RA3>EZc`sE~XwUYaPF8)a$`bS=hN$0$T7oJ~x4UZB
zT||i%KRj(hAgIh#$i`-k_qL2sbZY#`N{#fo;VXJU9U()y_We<<+O3$z|ILq2l4m2#
zK9vd>2)!^`RdWC{VeYeaxVg$9zTqs$Y`RcBdgD@QuQ(fb+HgDJG3-X+ysg<dgOn9*
zKDB#UC&Dr7Z`;y*-5?Z;Y2Ap;HW|m0MECe*!Q~I9<AAb7`&4t#l3)bz=WA-wN$E5_
z+9d01SdIP?h3+rh3Ww1h)y-2-nnh3~s;GYa86Lw*CyEwFS}#ODpe|A<phezTOFecX
z1jpLMTxUsN_W9uju&CvmY|*hd!yUzBE_~eN1-Xygj%4zWxAnq8Gh`2ECI_xF1$p7z
z7#$u$+V~;-V78)t=XvdI+9#&DHBytd`kX5(`gjg>>drb%vHcovdFRV$4(MzX?neim
z$*FsQ@8SvxFUQzMNR62Xu*Z*1gt&)jKg1%ycRg}S)Em~g+Hmf@^bOto*BPN6VT8#q
zLJJODIojWR&-r;rBcTY$PQ8L!0iB_9fv~&H8SU%=OF4A?C;u`y?iAa2p(bK-KOB3S
zCmRnjL7Hoa)@~81OWh_TxIZIRY<wP;oedy!kI(S3WUJV#CsnAhOZD@E3_oQD#HVbA
z(k!;Cuy0WUy>03Y2BCAvcM5**^JESAI+Rnv&*L>idNoj%mvMMSozSF!dr+a$^DOId
z1uM3U+Ox5uUi|4)J!W1!o4-bxNE#R}fUW&ZV#ww&Q5ZxLr+OsvUG-<n<4`N@UB)~}
zIz{D`36&_6-328I2A7_`h2~sl<)DBt2JKiNgn+p51vBE~tuvQ!*<N@R(8!4&LR|gv
zX}LtN(d_)(!iq82IdFeV9CG?Mr5lg!3$=KO%*>$P-fQaWSqYw#qNBvps6ml(vr+I&
z#533t9e6U%RbuN?j5XK*FPtusnO``t6t<0>9^T)7+PzP;PFdK9uFN#On&3hiRc-TG
z)435m#w#Q;uz30r@_NeK2PbY68(B{6hFXJ$6wCfpgiwB9MV81;N@;yNxiPa4GrR&P
ze#=Mf6ZJ@w4}0Ji`Vkwq^xm4*cbS3dzA`^EI}ldMc(pu3e#ZmDWpVw1rj*Hpcx|^l
z2sA%)r!6OqbSD$i!l4fh*U{2g@xCJytGzS~;>WmeDAlN9*S=nkxDJY#M4Pf*KeF}&
zO@7N{^z4U(p<O0(Od81fhSv6u1{1nvWf>)NKad3*2D1`$iSgi429Ho;I+pf<qWP#$
ziZJ5-x9P9{v%n{5_NBD99Y>x@W&FLqdVcN31!I6yN5<y%PJwBLLq1iRJ9f762*#r(
zKt+`5b!$Y?)Kg;8if%0CXN(&{6au4G{p*Qfj$9qM>7vVSzk2>q38zuGLfit;j+H%m
zv$=b`tLSCKwZC?mg%|o*ZZ2`sD28Yn;d@n|!Ibpufo~Pc@7#(ch3D6c@%#(Sl}~C~
zhgVivaFQuK+bf>TMr(FtO=ItTZeX$V8G!tmAf$Ml0bc{N0-N|S&QP;@ITXr=lBxkd
zN#M)kiA^hLWXC_$mXlul{yG<<J?wi8vC*nNEPs72_XW(ekJWNpz^pr}27qZcWh(F8
zGY?(H9QVwR$OdRwG8RK?v?o*{a6ULQ%+J~Dq0)%~@YoRiqpK-Tyf!WpGH{5epb^a#
zwtDs=i;G!!ANDt1L5NdmPv3H4`x9-t8W&<S1jlhfpFd|<98CZHgSFDO51o^Zk<;#r
zF%B^~T|bjlY*c7reQUb?OiYSrzoDNBeL^PoO7PPJWt?zeypIIJk>wqu{j!0Kx=!-&
zo3lGw(tE!ZL`(i2$wA}y-z)^>+5#G3Fb3~L#LcHof4z+hb%j$DHF6&sL57=Om_A{1
zhLo+WRLMiPh9RY)QqDPo9Fnk`xl1vHMQL>>gFa{x!+fgl4A!Zz-?!220Jj!iZ`43_
zUO*w*I1qn5+R{xzYR_;GMdQvZsco(#6j-ORy8&FA;9THW+v0kfhQJDVWs&|q@sGi>
zbD>tquu^_HWXzh`oV=&p1IN5$l9}kxfG;tfO(4JeLtUaBjTAgCSaIHbzK-n0%i?^c
zP-TLuuPv&@Yp#B9eA!0=s{%2FEHrP_(VxmTy)aSs%;1>|;vI9M(JHu)-N1v?$&z-B
zPJM-7?-l5XE7}NkIq^#obp+}!Ivsgou}RNOxgeR3qxE?YscOk!Eh4s=pYON~ANZNL
ziY$~blo^9wHBRA1rg(%?u%Egr&7{>OcmXK`zcOL%?bH%H6zAId*Quz&7Ow=SC5W!y
zfU_)<)6=OavC(#`GgmXe(AML6875&|){=$3S}J<=jVy_Ijr>=MrP&3(S1D+6l6I5q
zpfCW=wlJn82&X&T_2Hn$F?MROk>7Qf&ErQ*!l=qMJFgp#zNm_`|11N)9StvadgRY>
zBxhzptJ7bZlU8MW18Co;F<2&HYN|u&e+d=3&6H9wp+71J#rPJV5<xu1MipFqPwDbZ
zZEq&sc%2yEgJ<}|J-(yOx0boF>OQz$yOuqjKd^fD42d!D$DHq;sXsciZ&&!SIzBo*
zcEiSBDzgt4(tGu=fbE^XKrb7idp+z*tGBE>3IKiL@*?bPPplS7;|X1VkyT1onWCdY
zL5aGFc67{x2uM<ld3a0isPt<Fa{AGKEzS453C9X47t??<{JG5R?*Ad{8m651Gw8qG
z?DwY%XrxHgw-7AU)j+)PPjTV_>5MF!>a4eg%R+EvbH7I?<PLD>kl_sB<|SEdqsnQg
ziI^@N)NjUA1pRE8kjDtj1uoG_Y-}T{VuzUIk@yO@oqYkUeS2TGu5-H{e<pI64kN7=
z?<jt<(L-c(3yvP7i0X`VH!j|wvCCfZ`2V29TzkYz5VpG*f{D$rweb|Qi69k)-wV86
zEE4JBT2P`l&UW$z<TZ1fOccm(K%7W{E+^fC;v!TSLM5`J!&-8OEx>}leP0<8{YWFZ
zq3ODme7)Qh%`nZr<dEX}6%b4O)u^enq)(5-bsKOh*bOsQm49%jZc`#V2*e=PaSMiN
z@!&P!RZMUOmh9LHyM|DtonBxeNs`&CDv%MKWBkC)Xc`TbetBMQRG&ej?ogV?8dXVA
z{uPCHgjrY~_;*7tvT14C6ctpOMmd~)^-C1|r*e1i7S;_tM6S{#8Kfs9DDL#6dBdu-
zam%b+!0d2JoSO{wtdJnFYCgG|IM4dzTNQCd>R)o)(aRu(tgf|^j|Tkgav7ZS(AIrk
z%FClw_21oS9_>Pg&Kfir-vHSLiimvqz!dBR)m1Z!-a&L1vU|b|AeaJXBO;x%oEVh{
zuc-aR;@+L}7acWm#F&?3MR&SARul%!Yma3|SE#GV+#ss(aGDA5HIr>TxZZAbJN8iW
zvlnrH=YcaHw!^t))Gt}Xh8@;6c67@lGvy?vA<9dk4+=nJHDW^SnJ}9W>`P#bi0Ypj
z_ow3pVd5^>eK>ItEj^oIkyGq37@zuP^ve@2<%KxV=lVGrT<x4O72$+W1Q4Jl^QSIS
zv{}29uu%cj&?mjp8Uq^{y{i}<o>#;+!iy!iH$pLJYOvPAeQg#%4lamo-ct=NX-okj
zlwsT$xoPhrXsu@je$9{YX+5qDlFO|5FytJ33$wqH3wq&T;!c+RJBZypRVxf%^bEhk
z9SwCUUf-$QMdGOoAKSg^9z!u?Io!>@dAV3MreERJ<a=#%nwa53e76ohB^<9Bzw&L6
z3ocdsa8?GP5cgc(NlY{xP@urKjm*IDD0dphW{sitrdo~MJv?9s!s#vBBH7sq<%YvM
zh3->~(n`NV$q>e}x|Ze$0e);cEH-k^d%_GpolnKd^5gu+Ppnc!n{2OON%kAmr^?l>
zz?Q>&^?w0fK%&1&dLd)s9_n&<=OZ!eQGe+{sIfj=&?p3coi;R`|5;Ai^_{%&i1Wic
z;Z97XiK^LF1~|5gF43!U8qFF$(297tu_xT#)H8ZETR^u!>pcLVzs<RL_(#B{f1}MC
z?$6s_s4V^dL1UK!vJ?ME{-}T0<A4+$^$@6GCGj*cgl=M)xGDe~2b&plc5XPyhg;7!
zP*p6I_W`dDD}mczt)#Idh#E(GbxH4r^AW4nX0XTzMD;QfQ6b&zWBzUE75E)Jb|Ym7
z=%HDV%hFfZ)$*hnv1Ue6>W|bB>6ZRWRS4UgIJsX`(VNHJhW_Tm$TPiRe?<hf;N6p!
zuOMfM)rosy!6llCSnvFyYvnnTQo>w8o#v$hMARby$00^iCg}vVsQXgIRC_yvaWBy1
zHM*4?mJ-wv0nJ(b)lvBEkj!9~<KAPk=mG8>Kt*K{0SRD2B{_d%*?H`EE|5+1FJxpa
zRs$3F`j21<wU*zZD)JC>4SnQS;a?h>zPtxePqA8y&ip;v2ukRqZ?mS^g9PF%z2~)<
z@L4S~_QBd!-0c#F!V0`5s}kg}eLb88-o9p~Y4Mz4vE(PH-nb+2hxMkdBp0zRLiR;a
z2CmR5mck@^_l0=_2Y_D!wb3nbY$XriU?1$!U50~|Gw2rJv@RRrya?>(aBfatlx~K>
znJa(T12ubw9&!FDeJ+jzfN?Z#0oDKw`t;yc<wN6>L>@$D`mvh>(!ok`GsWDzRXRvM
z^lWtQ3<<JUSq=?Fblqjfmip(T5lr)9QbV&ByB?o5Iss6CY2!fGmPBB<@UXs3ufDz!
z3q|EW{8d95wzsI$TQPzBPX8T;bOfo=j~dn|JZfUr9NTk31`&FbU_I+h_($V2N@h8~
zl*8y(Fgb$)EX5qK>&s7fo)G$`Ho>NiA>Mv|eL^aWLgj2~O;^Y)XrURpvJ+p|pdoWt
zOrWB2g~M<nCnMoK0lsu}4H$8}8It`?yE=D_ZT{Dr7@E9na{FeflHc3P2mem~fg5!Z
z$VSd=oQap-c0RKf?psX#(wball>*85Pmi(;#qWqFxo~^-3y#o*T@>oDckeL^^2q6#
z{(mYT(idkeR59#if>=?=d^`<lG_QQ2T8UNwE~jpFrU0(0v>3}@zG?p$9$wL_(RpKJ
zhL?;^mN-)ZWGWH7)?<TbFKHg>0!{et(O)EV19HV1*t}B(RASbj`3`Fn8qa!%fpLl?
z&tMa9#rWaA6*YshH{MQ641)SBN>@C1%^~?Af>eI>S!WHL9SbNJ4s#RdQE<^tw{lM{
zd^0H}TgZd%JemPXOGSz8_}eGm%_axk=&Y8E_f^0Fa;evC6#*?JIS3iNqojUSl);>=
z?ZPJHG=6j*O}}d{c885ponZaE98ozkBnPB^;Ks#-#=e0Pc*Z0T8C5r)M7L#8iF?8q
zZ<G~;{5}CZl|vW>G1Q_V;(4~VAz?uJF^nCW;@vJv*S%&?OrxYkuaS-hvM%VN;~Bv7
z^5nDDTH2MIMb1Gunl7d?Y?S@-Ua-*XPFP@*1WLzTQ><z7;BKl=v<$&<6WdQBZza1P
z2^N{)ibl3l7+uu<KqZ<AScOA+C!V+y9u8`t41FL1hQvywAbyKp#>Q`Ar65H$P=usz
zoLzn0Qs}$CfK#qp0xu!hdST%7PmO8c`u&I~$ui-9TsX<U(?2O0N&r9oZKAaX7<{r?
z&|xN(6?drE#?wvfu&>fY4G2v;GEzr=+6LL57)9zkM&B&ZMoOa(;GOtQIhwn}F8kVg
zaKseo$aKx3XmIJGq<M|_qPLQ0e4qp~;0`>&M$Lhr@^#+oX2YQc8&vJYFuW**t7Utz
zU4;FbuoTZ%a1Ib3uvTy<Dt2&QZcFf(7ApsSJL8t;^Lc;&DOi>iNPNq7Chku%6aY9o
zlb(>q|1^vtjWf}$=+XdQN3Z%Y=68`{|3+zeK~l3P=LK`Z^|+#KR%|%`7ve%oO0b8*
z6qSUA6{aK#yHz?MwV5AQK8FhAND>7qHvAz8P%n(-Lfxgfj#X!J@NU#%xl6^|6pxm~
zFntNS>!hLHJ{vnjEe#}*zpazYptV2F3ZBHWd5zHUk{wZjHyGB`-O9z6g)?bBr&^;Q
z=mdWM65IDvqAi`E?~pY?x9I`;O9M6Vn?yv%<(nRI#KcymJqdYfWAx#TK?@&eSU#x6
z9sg$0gbHa@`WzFl(SfSb-wl$xJ2kl;e6M#;1d<803ZlPt1m$T2mB{b6X(|adlCJVN
z{3!`_bhDNlWx^VJXKk`YDRF|GD678A;z@_rZ6GnEGovdsCVRRRMIu>~KS(GV+r|mp
z;zl1Q7UAiA3#{w&Pt^NBABSA^DFq+{q1NbH7AYC_)P+SH=Fcu{eZQ?nH~yCJ6;0ol
zb|cY+A3=E;jrPN?uhO$COP7D<6e(@9Mn|icIR3WIn9Wcc%%!{R@jtr7hAm^CVu|a2
zO6)53lWc7g(yDvqL*JN4o_9M2osr`<f$gv`J+n3<f6ZYbgv7qqcc!E^Awf&|$>Fks
zUhr>`FXibU`M3AvpnhFn`81*aMxTu)Hr}*2Z;<ck>*oBMBl1}PA86km!8hfv{x;Zq
zt$Rcq45_{jp#Ki}`6&0nqJAq`-lF_SfZa`kC&Vt4negH!&VrsT?5Ie*=gnU@;3p1;
z8^b{+5R%LNf|<ZFXQwi2%OAJqh024WyZ?MD1_#Oog7UA`YOhC??C8mdv0hzwqrd*h
zDQ?we>WtG1c?W`<tG49>3g(X*(IuVn3QZFh$0Z=Qd0UI*7+5AR0~d9(`%cdLya@Sq
zzH@t+(h{C@sm#6c1@zfZ{&Y%a5aIS~d#JMgD5$V_LLrO>{dOFCy_FgPgi&xH_G_uK
zV<7EVpxRePnVp}^Tmd{pp<$>|w7yQq25ltM6MrP6QRI+NoMMM}7b>DfG@tbXMqFJU
z|2dQ`={fX(4#=h%!9Xmo99&jnU-_u_epC&6`cJUdVV7b$(O!{B)$fGNsU?lIS|~`S
z&1&!h0Omob4gU>pVU~mo2NOz?3SH_uzRP9!Fmw6nX<3J8k$;!M>UrO)c=j{t7smH^
zjuo*VgXq{xIn<&eY^Esi4eBu?i2f-G^;}R<Bm=MatYb2#L)ghe{RirUr-^5$)M(Ux
zIrTU#5RgcD3uGzA#F>FWU6M5D+IJ~IjuH>G0kA&#dbZS}OoF++_IXxKT~b`B!T%w+
zc^m(B7q8CHCf2h;j+B;HemthwcCy!z4iM62n|vSIg}Xr6Qo%jQ_>w&WbCsH84}D*q
zUz<?jlk*r20Qkj1mfC?;j!cp|zynVRUr%}v)F;1)dhDpWl7Z!FMVIlQ^V%hY^H8y;
zsv+f91jOF>vw*~x&^Lu}LP<gK(vjWo5d_;7A$od&4L-YaRfry>K|~jvm{|>ueC(^^
zE*;EEQpj!Om8U#u-&8ib%UHN>?-r6`?PsGPO}a3;sZ6pXoZ+?Ctmh_5AV@6O_xw9D
z+qULKwU@T~!%_BWQqr)c`wUb|3N6zvax{>T+hCzbdGv6AYPzC+5Ws`-;>hno4`#mt
za<*qCikUm+(fq#xV}t>X2u4dqx7EP8HFB~jU7K3F`pwCHg3w5hJ?A~O!f+@lK7wPP
zbQ1As^%lyE{n+ygWYzTAHV7NL^!A<JLL&4sI!F$0H24qw)$e(@T_!sZeP79_(w!u7
zSU)stKfB{OiJ?=0C$+u+zRd&Om*CU_1}3Ak-UpGL!-_O1sdys0dcEP*HUKbZcYr+A
zvnj4|+o#VY>Bpaex4dj&lnj!<DxIkt#mC&<z^KH7zI?Y@(pA0a_U^0nyJN`us!Ji~
zjyQ@gRb;!8W`4B!#x1U9=%FWBtcX3ncR-aX^5MP~6|&lNPv7qM4;haelVqEdW;?de
zw1SRP>E+B=56O&EDU#ikuH@hNq^LAN&l%!?Ba=j8sp@(VfEbDgn(8OCNXjmcXUs0E
z89%XE1A{%!6&z!T3GI>4*eh3?bfC2S;ox<PKOJG3WY+hpxZV!Q=CjQ)UiE%S)i2*Z
zea=m-tCMa;+Eak41p07o$;~3ZD>~dONeiM$ymsAmjX>HoPmRdYcz|?rMX#e0Pv=Q-
zh&DUu@_wStl52`3ACPs_LA34H`1i>lS@|`{;HZB^;luskzC|xb=0&Gw;b8+!g|G!b
zs0~TWx6%?#=3<dR5UPdZ^gBSoVW;zvOCIch+Vi9YZgopsH9FR#83o)lb^<!w6`fG&
z-EHUNRI)lAi{+Sx6rKIizw?UNjIZ6HmW-?yj~ydan~%WqPK&YKT(DgoN7Nr$XpZ#m
zf`r<S?MU_%09Xg$zRi(?jqa=qs!R1@zWSwZN+#;n1@w5A$>}&<H2WbTCo)8H+4J5r
z@RelMKc0Jd<OvnKd>dK;agb|cH1a$$E(T`$ZUN+ev#ThMyW!ilWCp6{IAjEWuS25>
zj7!nrd33=%d#4M$#=ha=QbbE7KMAlh!5#Oe)0R#+KBLN6>iSOs0)n#ZfeHrus_R<h
z#A#39jT&{U)N13${jODnrqV;*KD?8Y{+tf)pmg>^QAl&8c`A9#N;7oqU!$3J+%ZQE
z#C7ov&D-fg)-b|u*xZ-^VT`q1Hs#P0u@g$-%0!7PHw82!MUk1;RzmEUyifOwIqMGS
zJ7r7Y4{u0*g;}3T$uPyYWoO)vYeWg}+WHN;We#VBxY8UaAnVEWF@w{9hii0asmq=)
zQflm_su~oHi}_1@aEgI2&ewCqpF!&#^5tX@fm)qUlwM9W{UHuUPU@F_|7bu1eiz+f
zb6GMjG-t%)x}ld$2=M`pTwA~VCYgn>Y9e6mI~&D7L94hd0da^)-&QT^-ZElG<y#3z
zwZ91Xu=7rnqz*_jtsWEr&uamO#efd$L#*S^iL)NOyC#@Y*tN~8ILYLoN}^ie&liQ;
zQZOZIx$!P^9<43dNC9ooIWgF*KKznYjpw3FlDbIHYNcY6t+OQsrWvJkYxFZT)e|Y^
zILhulll%a=<t>RHNpN*uiPI_G>1XsGzwdfT+xL6BRAtBNv-T)?9zCHDmUosK`uCmC
z(s%Wsna}{5Tz?l|SWy@wq}CXpDo=AMxo_r54!X}ZVidki(wLvVZVnH|F0EcUeigHd
z36ss42xCq&nX04o$$79?A76-2V(N79BEb6f-J=9L;;}}?I$9K!@dk2_^smoabKXD#
z8k_Y%Ma<m)01Ay=f_66**qRw}RfZqdS<I!qzGbQa+pOMc#SMvwH<a2WbGh~vv);^4
zhtL<_!Z96N-xmZc2*3YbTdUp$zUVfaX#|{yd_+)5syzibla5)=?aW#5g%XDPMH1<p
z<y04>NEv0>CK}+vX(uI)3$bT{g<#o?L}mDm%KQ~6QCc9sCPE}%ZBoF|_9M%-@bukR
z41tHDA^0D?(cCeC0eQw0bJ(xM+Ajr{;YTN}ba>{!#$OGznIl}A7X8gtT_u&Z=f3Q{
z7->W>dM(uB6nho6Dn8RsZ*W7t3LlJ-S;qhqizt50hy}YryJHv5e_>C<rxVUG3LXA4
z7s<o=+TD&7<s?`_sNu_8e<!q>R;TNh46N2z{T9=)kp*{H5Yi=MofY3MeE%XSAUzsE
zpru2Ht27#n#3_NsoNs}i+K+WTAw;i~XMC{wT`tgSmyX}7sZX>t0T_ox04(-&^pGHc
z0L}@t!!I8597Y7&hI$)*vGFz2{|4b|59reutJf#w8EC%>7hR$L=)^V|u!qDF!c{&$
z-(}8P+v{bJi{B&VhlM!ONbiY5%j-EZiNOH>e=mYT_}Ba-fmiURr-1_rt$VrPXQ+r~
zUdR;WD10lCli@Eej#G^PF~qirO+=#5SVkAbHazaYXjrXwn6eW{mOV!QJK;$)AzJ(+
z4lJvra4OaW7~KO%^NVGv2*bVuke<RBrR~Ydx;#7NQVMNgfRH9I{B&__-CAP^lxCh)
zw1Zan#kcVFrN$JP$F9~S7?A_p{z#I4^zu9*eI&%|9zD!+&B6Vkqvjl=1NVFkPU_!z
zrQI@wIc=<nY$4HEO_*Ea3%V$)zV!3Z@Qv1Ek3+1#@0~wSo#D2#8*#i^{|1&Onc~XE
zP%(neT7(Qi6^46Ie7$^Z8S<$}|7D4h*~P@9$|hiF{*>E)Loq1;`(K!h*!7cCMMrM1
z?4{u@lSd|&mW+KrE|_Isv|9@56KermwrM!JG8BZw|7^PtEw8$=nu?m%D#}V!g_m4&
z7T|L>Tv%9wMEcpzt5N}~h2BI_3w(y!`s?91u#U0bI(+v{195c<j6}e<x4<idg7s!S
zSI$$OE-(Pz;g?>}PV32r##t;z(6k$v{!Nr$ndF38-VL?fqEH{n%toJ!Vpz?Vu||tH
z8~S>pAVH|`BEslv%fv_qLH-7{wDI)@l#)jeL5FO(pZ<r?_rgmbn@Hu85|+nr`T~O~
zTd-Dq(-c5L{dBawLmtv(fM1fPjodxIuE2J<ot>QmeR@1B873(_8-Rn&U0BC$2x=Mb
zacA0=6=SIGq07d}b}?{xwicX2ypz9fE@eG(8bu*Mq~=GBp921iP0Ne)g4?sNJ1+}?
zytKZK59zR1WBR7*I_po0(?Lue80R7r`13t-%w;HjzrJvn`}uaE7yU^Gj-3B4Hr55r
z&fu+q@?at}zNtOYMV`E0%ONa;<b@`SzJQB&R_DVr&1WggRgZ;kHjzKw|BwI*00aO4
zEC&Sz|C99nRwwGJZT8fkq~Gb$Kfcty)trxjpVdqMV@dx7k9^uQ^<BTdyZ!d(FV$Xt
zs+QkQlb<0^(|-OJ2klF@)c5|{JN8)j)kS{WoA%mYw%z0U>>t-lU)M+ep>NjneHw!K
zpYUUTx9|18e!ANFG_UKoKV^aX>>xLGl~b32NA{;=nNgMI424aSI;=>UoP=j$po^=s
z-_cwi@T~xEpG48il`nP2gdfIrXyKY#{upi+#y}Joz)SyqyA7-HU}pVCPlyIO^Rl7w
z5~QBjKN@v+f+Dc8V&#??azR_%Xz5hhlC`p{TAu%Ip?BAa?!Nx)PHWUcd;$gtJ60qA
z0q8^X);O^l(-M|{bG>+}tU0#$L~_7Kf7V#5IN`EPEwh(GsVKJ(C4F&v{}ZPPY0%-L
z{SZUqF#fTg>#GC3qs$5j3xIK1LBT$os(4-jOP;KkPuf3kT{~K8+Ogvq>C?{&e7OE_
z=0?G_WBo$i8nz}}#O$4u5!~pJK=|&gKjsZbF)FkOJIQ`>aLxpJ+WZpIzH1c`wW31R
zTFt5MU@g!qyYy|d{Sq|yOOF_3RzO&C9mJ1ra!`<C@8mFNhU<OReMc`1*{XR|+35VJ
zr0lt6j0oQsp{HZw{@^$PPGMlE^rzNsHi?OZTzH5-E^4_@l`4MSWNUA3s{J}dbU9DJ
ze(8U}>gau2+ZB9fvW;|CkKg)VlQiBR(F)jSCBF!VObj4}Cd~(;hlfUKJFoKPvS(YN
zZ}x7^PxBs`E+4&6f#q>N=f}137>$Yo^S?OIS_J_|)e(B$p79Ztkl+`(ZY#1w-^hX{
z{+!y=BFwyNQ(*bf#?BGKDtV~9%Rt4;Szvz684(TLm)(-h$@H*~B^;$Rt(43>OQT3Y
zFWH$OCCnnq(Hu1e+3s(}`Qx^}$qN&HMu;G?!>e*6yzRpNV;PJ#xKoi?%Ct#ls?WL$
zF%JkLUS50s1hSgJFau~ID@J29FHI0#FdCEGNFf+Us??2&bWibj?#E`Ivj}(&f%ce=
zZ##g_yV7tY4kXR)mP@1jzU=eGdYndwb|0u7smcT=p5?`E3Vt@r{VKEbs{<O#*VA{J
zdSGxnsIDz5lfr{<VW|XcfO>b5xE}(1Ba<em>aIVxDO+bHI?t%qgd3j#jv`s!JypdO
z?2YRKuW|9(-h;K#OMq+a=0F@YDV=kPo3Q^1#~C)OER6!$NP<mNGJ1BBX=j<^X>R_z
zufHzMM4`gbZiq~+{^FTi@5%Lcs=S0AR{Owg{T8El@^CMR==K$ol}1ptAVmem9?Vl@
zA^<-~ay0O;Y+2>}$VBi*{P&~ltV6+Cd%ACI2AyQ?y6y}&)LUYAXiM;m7yXo+4GbLo
zmeBi*2a9UzMDbK-&N;I-)bUSrsv5B>UQ`z9g=Zm4-Xe!fq?KicwLOd2y-<9LybW9r
zRa;35>#q&e(5EEui2b@T*^^_^K`;iL-S1hpi!s+ixfc=%6b?W_Efy%Zdx*<^b-iIm
zSl*#XYWFTtXSfw+%%CY64kprl08qq#_$3D_b;^A(hu)*Ml=JBciL=$NMu1@GXA49j
z!kHHP%k4THIJJtEk*$i3j41RbFqbm`@Em?tM9jT!;mLGAyzQ(RL7%YlPxN=ET-ePS
zZDPDw29kdE$xIHq1_Zd6#og7-Swa(wKNK8z{V3BJ<6XaDI-as$e20xbSxSTeSX*q-
zDYlc{S|QFF4C@cch~W!T7g=AFU$G<0RQv7fV>&*4B9f&i;QWZcU=$YM9Gs|)5z61|
zw$2$*5^98zM!+A4<e`=_i`R$#6&%RH4#)yfZgdHk=;my#zWyZUp^XhNH|&|R8ywrV
z7T?CUJ6PS<iM$IL9T&cn)c{Q26obs+zAJG4vmk4?O*8$Nc^%{y9Z0MokIKn!*C9#2
z1-kH-j|nt%Tj2b&IVi0Sn=C=6dRgRutOv%rk{&iRsc>iVWA{~2@*5?gE$hZkJ%jL=
zMfYRXaO!RO7@7c0&U=xSv-=jSKU?a`Bj(+4?~?)yDrrgS{+4BB)nR@U$rk|yJ=P#v
zJn@EAsPc0BEhwmrb4l|0RQ5oBA0KHA4Vp%zBK|!-fX|(zD06&1$87oH@`_lC*mq_j
zJ=^D>rxT3Fn3yrVjCR>T&-fJga8W8mP=>}eh#W|z6ZldpAZ=JK@$(v#QISGCUJO*2
z2UTxM0YGrhlE?=4FV>3*9Wc7oDw_X3n{#hmkI4_XOT1sT#CZ9tIJf6s=WY5pyYR6f
z_S?TxAwLg@fl7TAhg$qyC>WDsL+|P22au5JoFc1)ISf1@&X@D9#(~D03ZfnBZl4qn
zeDj(fYc%85DbsKY#_9N@wVtYG6XqLn9{q~RBf)D^D<5aH<R~>1I|`v`$;?cXY;X8Z
zCw;2d?_Fl*fBz71qfNgQ76y^L%0I>ubRN2mZifj2tzCRH13YBWk?|DQJL3>jUKnhy
z)j!lOeLD|_w}4aq$Qp&CE((#2gn{%!YFBr$qlpgHzQuSAV6T+3^;k}BqF%$y2f^&3
z3ceCxz_3(b4T`Bu=V7evz-rap$F{onvcG&>))XBO>1+DIZZRW`x^!41CxOTRBdATv
z@TPea;u$U%*)jye3%BDpX|~+mF#=Cp?`WQb%Ht}m;-<Y1IWm+0KXM5w4l7)3U57;8
zyCubVCUGE+gn*ZfhpDa{Q1bZ1A%kA8Aqk!;`j%?iap7)N-nnZg9uQ{v$unf+x38(G
z(~%TPluOcdlkS}ho1HZYB+*yjb=Ce!^x8Hsexu$7XjZN<_U0<O)8`!Qq3zr5Kl>}#
z>bdZp7mwhgAA^c@>cRA0c$39$RXQWjMie&V<`qv=l33I4uViJSu9m5H0lTkqHK7_g
z9S@*N5=0@QA+}TWmArlAECUpyCdM`%#pB%`rrQpN_~E9=y0@#g$<$cWf`LtLs?L4T
z{89}mG|h=eD@xkoy<GS?v%%3uTd{Tv9E_zFy>vHbjv)Y8{6JF>A)1pS35VU_!M{&*
z`?#qxq~mDF&2&lx_CgGmfBZ{ujr`jO4nI5)=hQe!k79e1Nm=1Z^hac|r}cx-KEEKO
zv0>`uL6?xb-hzWPFmlU<pEzIPGM;-8nWg$T9Rm$T-3;aDgzWU=G$#;o(3Z%!e2Ekp
zG(7K`wK;H$o!g`JUjlS>51TxfTGx=*=JlP(`2xO#mTf6TH^?CP|2uQYr*=sN_sM(X
zQFtAy%gN^%<s`@u=oaSCfhAdpNl+q$u}0~j)rpD8%k~4)8B7!-YPU05UOln7=gx42
z&ODJC{Vmc2J8!*G6<sY5?CzG>w&T^=-3H6rS8<efy;&trq>;8YenKv=t{ajV9$0Xk
zJ>!;)yV^<%9Gt<y%CQB_6|wnqRkp5>PcX|(2`qPT{Sj^-?bHEGru7Ah1Em!S3ELv#
zDgB+s8DRwU+)qH$rABWM(Rqkg1T;9L+fuAOWQrZww}o%Z3}J1($?P~jh26eNn%=9Y
zZZel-#Gn}K#BRG??pYE<#ae|C{{;~h)m=)mI~5s?6QCjefuWI{;*=K;*?pOT!tLGc
z6I0~CTbus7gq6;!pRP5+uKleY<CLsBFE0MTrK*1#p>}NHlsY$(h@k%+cL7hS-Lp_7
z3Pdq-Vvbp!>Zs1}a76lf9m!O{8XJ^bZf&thrm)$yeqe7Gz<^_m0rCBvJdU|$;zc%z
zTP81Waa|4IaUQhNRbT!T%f27aKBm=OUT1rSDz;KOrV|q>MqkL^>$QPR&zVbHXZCMP
zmhj@fgGx`e4joLs!k}&A+`s(k2kWME1%B@gkX7Rv*Zor&2QnC)RR3Yif>$zdi}2M9
zxzYQm0hi29P0(XwxBo#+*({G()*p5AbWZyLtj?SCib`Mgv(Nlw-hG$L>5j0`;yWl0
zA$YOxRN11cqZIW+7{fy8T!rhQ;U)>jR~tES`nr1Pn;Yq3Ri0(mXf3x#jS8ycA7Z&N
zrTMP<(AYWmuGyUM@^`?-mzuj<27#U6%>qTg5di{8bCP;4S!2=hzo|K0Ztc4p(vR*f
zU)=m|=2^c%XV6$Dn%XArC{Wy*v5o>-)UJ(jJ~=j|R!}G1{azcvy*il<gK%RixWr&a
zf%!#%e<%~9+z<kJ&B{4l+hu@W?}`Vj+!Bpvc4~vc<-2c|Vjr3r!ozb|d0o}`Ifhu)
zC}v3e7^rY;wD&OM@(Yl81S{Ex5JVEU@r1sUwjTdvf6QY(nL@~-cGjh;{jAmj$|ZfQ
z;x5_xTiX9GjQ*#FL*cc8Gfg!_q*dE?U<yW~GYQQaYnM?2x_9e}1c}xVJ*Bq3{MBB4
z`(njSu)ac@&eRL=x9TM<6k?7wpK%RPCJ4qRJ!B~uS8KJ80Hd##)<JuX>oO1nQ22@$
z4`30M(PZ+C?fe@<8cfS2ql=JYM&Fa^dJxC5&Ue1Bb8-xHdP-NzXuN9w6L9LGd5L*i
zeA8EfJzOzT4mX1taV>Ah;{>7gJ2Z8U0NaDZ#VR88gLWEmXdjKi2a4_Q@r-QW@Tx@c
z<QS=Crp#d?0N8CE)$9(urNqHr&}*o*=4y1`pCetRa&ii=q4T^)<<BBsl^EWYf+BnV
zngt}Ah1^zA5Jl?9L-lS|E~+7O?n~a@Gx$WFb(c$wntf7^Se$>hI_9W$Cjm|YC=YH+
zrcx&sMr|6g`Bm7RSiz1!8!FB}Vk&1xy#7|IeDkmr8L5XryyWn9Ou}l;=;8(ExqkMl
z?X-{v9<@+QXFnAz)v;VQcc<fLgeY7D1dqdJq-LDX;ejL03ORgJBh8V$VVP~-BGOJH
zRLmH%L#$WN4@;+jWH~;UXM%K#URwl0#b8k^6&mu)SVr*ILZH`+m6wLJ-<P8#*^`A>
zkJ&)`|25)n%^%!Ssm0^|qkCT6igzH4*L7P8Afv!)8y}o%4W}#IaMo6ph;=&2&zVvt
zHQ3+>7gMMB+!A`JyKB35QRAXow2vScMz>Bco;;n+Fwr8lVq99EDg}>~p=B&~uVZEv
zKI){Q{Hu-uAL3?{9>5RGjhTuN_Vfnf@pS9;;&3cD-K!o}n8R~kXCHO}rb&is|8`LZ
z_K$p3yfE#F?k?{?bMSFPIuwX|Ob93?g$`4U0$-e4fX>c8SKW5Ou^oz3yD}w+6bMUN
z$try-gJ7g=S^++tpx8+NPoTi&)q30F?PfOQi<bS|=_VP=F2y=lzw6pS`nCMw2}$%{
zXtgfwY2uG#-}LDaR1(lCu8@zRnPn3#$ew3ku@}4G<r*N+F)BYnCXcu0W=(7CO9E{}
zmek-?D&HqK%2+%j^W9KiV!gLP(;bC9vvNB^f%q0%Nn%~DNb}@7!}a^W-=4xBeB>O|
zIw*Km!I`!Nsc(h7^lUeYq4b+L?e87Drm(TAn~3m)bHEzcIcByA$puy6{{pt+AN4M|
z|A2vvFi+IBVtpRVzJY+>Vlo5W!x-Cez(OymBwdidFK2%^8i`Goddeot)7SuJSDapx
z%2_lBY|v{mDQ|OKTr=y^m7uLb9aB=?ux^rHA~zU$Bbiz^GN-#$>qoX{4Iaaz#HZFj
zI*$aq*%;ZS^U}(dO6~L*y?z6@a4z$&^;;oSkQl*c$vy7rEwlF}Ao0a2Z67=`iWOWA
ztsRxndi#mX&}E*h1cW+UDNS!DE5P*Lf>m<h?H9eN&Ev^)9q6=!%&Tf0Hy%bn`j=h7
z?hH5!m%Xq8$g8ELlOA`n{+lqZgEV-TMw#2qNku>unD8d6*%~g~8iRw%UCOU`ann@4
z=i@iot3>%6*zPJ1Zr5Pa^+}7~uF-Dt;9h307ZLKBAD-_|-xna^J!vg-FD8ce<SqI$
zk0x4meyE3S@H3jw3s(A3l2hyPG(NDwfC8Tf#k#ji^&QkCewC=_UNqH#1JCSLDuJwE
z7SWeG^G1yA92eZ<iK9rq#p%kMp(LTjxAKD7LjOUAAl)gZ6hd`(GR0jGnJF!yc{U@Q
zEg!3e9<UpzHHDvyTFOj2u)uj|nclx(V7FtoEjW7rMO7Af=uNReeO>^z=UH#V#Z@k$
zmb;94pK`K>pBu}^S`6l|S>V*1!4wlhZK#!H3D7_Mlm|VK9LBdaSlcjMfn{_kW8P1a
z8Mriqs#XQBL0m1crrD_KFU&Fp*BxfYqw4SC;@l#EHW5>$i6c!Bn-;0bryO<R6Y=lB
zff%#g9}K*X>9^r&&p1zYLu4-%zZ0_hNWER~pQkbp4oiqF<RwG=QM_nh&Sql@o6Q$(
z*?Uf6;!5mZbVc0`!Q~>!!yLZ(c;pLd2szi3RI@jj%cJY+;oy}+1EP;Mb`=wAkWrR&
zu_9;}xTI`Hop_J$UUp6J#Eowqyib)uhwfcog_X*0qMD|j*-yaVV^uE&91r2Lbzd3m
zxwLpa;+l24ZsIb~PToBJ%f}#;PnHA~zU+R;iOvh?#rM1vj{GI<oWtL89`55DW*bH=
z)Qn_@)8#a_NfGqrE&bKC@u5E|@~q~y7fwLO>~2o8<JO?e-Bi}kf2XP#lAuw9EbLyj
zn7&Nru`qjiM2CSv;yB+D?M1!0+`n`51wj6s1!4FLDmUZo)Kg6D5h&XH5s-+oIin18
zi2#pVuDqpBIiAOj=B&>e{GC~0hCf-eOXptE&L;X(Y$AWYxT|1Y%2}c<xlLQp#~u9b
z3Za`W92tyfYh@#hoXQ#OxA#qSS{8-Mg|5d+)zd3#)gavXr4h!~&;trYsbE3Z_N+}m
z_3FDjH>UzH)ei(Cowh$7Hn{aP@r}aICPjWcduP>7Oc%x%>=dUJ2^;x*iP|srlX1`I
zJ5N4)zLA@Utmdv55=!Nx2qUL#2taFIbO<_>N4|a?Lt7aK-CC4t_-yr#VAyMS8>0wT
zcudUl3o`CP(^(9+MoOXHuj?qG(Nm&uf}?FDVI&7=EiW1`Je}w<B&ddiye~1b_Vh;;
z3j-gN&7$yJr&Qt&4nQskn9%qg;?gYDjl#~AiY{Y`0e%6`U-wWyV7U$t@cK;}4~N$4
z!Ip6+a0c0uqh4Ue;qY;(`0ebSw^SVQkI)|c2@C~8*$y|#7kaUxy)SXC1mo|mJh0R1
zXfJsD^XI>GBa1}Z3^q?Lj)c2k0t@Il)u;XuyZlCmG_-t1y%MXvC(=etWOnu!^LoUI
zPD@BydIfG7;x)c$^sqbGdO0GwPHNz+@r-s2i^3rw=WSr{CrWs~ux4%(ocd2Vqfi(I
z@?3#=4rxn*gV~GBOkHKF9o46fDZO^j)Eof=b*>D}@=;N;X3m{4kE_NVCGGY(>0G6~
z{iyQ&QsS(?7N|Z<3o6ToR{?cX-<zW$pJ`6{Jqqk?m^;?FmDFFb$1Ez#fPJ&t+9vVn
z3q57-)>^c;g`GfHLR6@WmpGcq!>lpbHshA8zJ^5Q>v0C$Wk%veCptU8F$Q&npnK?w
zgtSFsIwNJk<N`nc0=^OlP1WsDN-^WD8maj)^)nD@ea)AFvKtsAN4kGZ)@^^`#WK4S
z`5wZKMyHTf(fSwBg1dgTNespss184e0N|*`bL`)9`*IUo%a({+gTIlk7x%;o9FWe9
zUzt{+ojkd#iH>K!s~pQ()<OJ6%c38$>&?KrAge#!8j?V85qVWQ8=pn~qGWBH_b$c|
z+AM2YQo%$)O+d;Q9g_DJS*Zk4HAn$3Z(BTB@l%4d9Uy^w9A%Z<1{j^boTcYa%;{b+
z8Lj6*Lx7L0Ii&Aq1Lq{tnbgou(j2;O6I4V;u-&N$a*IxcCOeV|97+uhC3#WwG?fC9
z1A+LQ-F=7S3kGR0avW>^9%DYA&dux_0P?|nudBI6JKNw76ZZbhC$OvZuv%ckv^p6t
z!hS!+t=oH1>W!$`h*AS_jDj$yQP}Bbi!~WRGC4CaN@@|Dt2ZA~BKV$s9vejkH0?5L
z&v)DKeK$b^>~(EW_p_yObDkw!9s7r?g`NODcuw&uWTDfT^5-Cywt6(0Y{&Sn!D-iD
zBOpVXrt5SF^tabQP)5cGJftW?6kkr$8anL7jHD}-PweHA4ge?_cD^KJ<D96*>bdiE
zphWcJ{T#Cd@i;RorGBk<+#5<WtVdzOv2y!fbqe5MIp3a-U&(RL<1J$cB;u`!zfmtk
zxVM3+`P=^)Y{N?j7*}Uy4s~Ot+st*8u0VlcSh`k(qQ{-NrqLs+38CZFR_r>AB2(Br
zVExA01k@ECK&H)QIO$>VcoV0krDPVm&18S_OSssvKwc5^rkJV$MzaJ9>i9gh``nf$
zn)<=zsk#9t<ojdLc2e^;y&Qv=ixuM;E%+x)DPwpcggBg2jE+Wg%Bn-{vdqg~f8tO@
zO6TR|ImOUB!Ib%`@W0z+vB}h{M&1_!$H6zQZ=$)-g;6WG#kO-e!a!g?KW1G*DHoH^
zwPm`d#uc?`iF6Cvp*{f&S9XDZ#n>tk40o_S19m<t1}A17D+YX1-BYiW23wAxa?kK4
z&%2|2za}-pZ$>+l1VF97gW&Oa+)3f+CW>JE>(RO+(A}mo>SilgrQZ^`*=51R*7olP
z@jjlsz_l60Cv-t5XifNHL{YiB-wS{pM|j{dXo4f)P!nJa1o=+)sPl;`YL#R11Q4F6
z$CMmQ&KJ2CCx^&Hr*akdaItC6I-v&g?biw<((Ndkv-V?f%+Kr7IpbQ*7yY`nyo2GF
zS2=|-Hi-R{`x{dNFS-g~8hP#T5T9a10Jl0&JjLh6bU$5b-dsqKZN^3|qkPc`1|Y~s
zm32!y5Ia^b*`!WYJ?6u|Er<MA^*ou7%XfZfg+C^>8x{T`;8O-_QqDkCQr5!AaySL(
zAmLTBrJHm_gYY+WPs3ww*UmrjP#=Kn`09Pq{|3+T+^*<fh5uos;J*g3_%wR_RU3%>
zHtUJE$5Y>dAHj9_?Eg)qe+`%6vfw|0<M3BsS$+rKfUEc^Z{Vd|xBx1TgBWP4xccas
zN(0i$9vuH}_8>Lkj0YrH?JS_AR~=cg)!LwK$sI(1ePt1-1mXGPgkHeCAJGk?hAFvp
zN~y+~nrEf6+<!5E<k16QepT*Nhx~4=3QQ`H@Ag+1z^$?x6YK`>d-HAcm4z;7Bk2w<
zE(Za0S{)n26rAjo<bO&=!4WM<rMcC=a4xL^C3gr+Xw4eQ3F@@$A$0^#muv>CbEU)Y
z<4UMUV~ZV+s6PxQ)zus&Cv5Z?EU*K74x3<I>YX|tvP!}#21I8!q63K(`?VtzUW<j`
za}^P^M+g<T(cS|4?BQnMqsg9o2k-HW$BQ>l6&YY*r?j-z5}NMeum=j$6+sbod{jDy
z8$`l}USDx?S60DU^!+0$2NO-w0#UXGtOU)Jh#EL750VfIh3!nu$#}$a7B@3hI;xJE
zAu?x#y+_0?60vBFz+s5R`Do#l1PnTok}s4d0gE?CIP1hHXrlIk)Po*^+CwGE(QSQ1
za!NgDziM6eyQNVwNuF?$c_5%qhiIM4`++m?*vO5iHbr4}$X2)kE5B4YkvM$THQJ0X
z*8Z=0Rs)1RiMa+<w9Ek}TWOd44&G37@aXsB;#c<O$>sEAg9PmX>hQDvx$(CW#w>Md
zlVAgNtC=OhFDsA3nkO8ytBKW0^#Bt6CRQtaL+>>4V^0Q$H0c|JeFl_u^)=K|(1Kl;
z4P*73{hMtSB1-$8;zz#4?fJgmDXpLq&2>*lKkm=b3Q9tg$GclvoN!{+-b13$rT9y9
z;38#!b8>`4RQ-|WqMQl6ppxgC`(AR|eDGA5$1IY-^!!N!helk{%RLvzd?qttD}=NV
zMMjHq>3<r(+>7zKbFHT_T@i^wYlxQ3hy;W)u}e@Ex3w~3xL?Y&=9XjUGZ*K-WNCL3
zK;P?Thi2GsE~2F@u(J%<2#I0(5QtSUwoXnFseh(n5iAyTLWHp`D;|KEm*-OD_0@p~
z5oYX+LU#LSecMFvyiviP=*0VP+z4Cl&tnlV(^9sZED*nTX(xQDj27G_0)>-whi5@f
zRIVwL*yv#xG9wgC2Y*6n*W%#2!V|_PJ`GMU4#XNluwhdm9BZl?&(iTFu5pXEmHuIB
zG82M`ccLZbZj7aJtQ?Moz2S``B&|uSQI%<IWZ0}@Dmi4I+gfAhE>|2_jC4-b2|Tug
zRtwr6!O9j>brovEEb3_9pRFE7DSz@K8D#uI_L808bqIMoo*42bN5M}g$F2R0H*?`v
z6+{aaS2&5(u7uqSsN9~i%bZXW5W+Uwl@tf_QUiuK>qrTPTh(8}qt4DR5R>g<V{c8b
zXT%aYG$k5I)2f$b@6a0LV?z)9wjj*Rst=1j+53=;AOAtkJGlRF$#+bvP*>iX;pzk~
zLjA01-pA3Iw5z?;JnHf2Ne9<|7>8_#gP@_8+R>!&!;1yhp>l6ICL|>!l>5O#usL>}
zX-A8227>;%cVfTdLMe3rZP`FQk_ux~Z4J5wJv=tKw~2GGm1aF2C*uOXn)ew}dL+KS
zL85Av|BDicZKx}NzA>V)!Y8}{OoS6xAOt&sTVa|gtRg-fw}T`FXwMsuFU&?dy2(ha
zgQF8x^>aHb$Jx$}1u+#R)j;1OEYv)1$F^4Egd+R~5B{-n4db&(915ZUM7=@_ha|?5
zA4-VVMAnIK_DnZGBbFFodGb&~Um1tg9f3_1-p?wc)iHHAvinglY?n^SG`ZrDL0$F0
z$%lM_9!*G0zUbf096nw(lKxV)u`1kjCzZtpML6I&^usS|PM`A_aaU0kFYq;KLJ<5)
zn!KGSxZq+bi1KahKr<rdqc3%$9;M^n!ZvugUyM<u2VE5e2IUhem(M;doQ1-8r&taJ
z{A!iW4APG+VQHA%68di%CLrxFv~+pRDZ<4XpRTRkKg7(nUzHYJ-?+;Z=10d{fQrRt
zUAtYy3M%izDo681U5MOb)5@AO3ThhY%)bPUL=0euR_E|VgedM9F0;=@qvcmsMLR7O
z$wf9F0DD_}Rh{h~KDw<!iZcB%&fBBq$Pua7oG43+%GHc-2zzwIeCsU#OU#puH5R<u
z9m@M-8RuO}*87;@13d@6@)#<bB2w^gB;wteA0jM`{Bfvj!e_WWth;$QPcV$5mpKUo
za;RF1Auq3u2j@b@=f(?>r1SEi`x_3@Gn+Gmc~?Ag3`|X>0!8&bbTv^h!Zy=D9qiMY
z6U}yJZ$c|YGd&0Gf(LK86yV34$El)!EqCa|-~wNp>a8}8lZ1M#dFq;}!8Q7{U#VE(
zaV*uZ_l+@tUW07#za4k;TdVQYuYjM&Lw+)xIydODYvDuj(l3&&e0Oigzwy1{er+%L
zv=x3zZ1@QL)&=nox5-8SB<JU=etW0p(SM@R`gCUl_^LO-p<l%P_?@nme-#G529JCf
zKZ=|9Dt@e(L`{@JQ}CBadlonx3D67m<O1g`?x@tB?$l{{NM%ts{fYFoZvk9nK6^T%
znBV&u9fyWc2IlYNz6jq=CKj)uk2@>r8$WtF6P#OR7ceNK1&fo|3rnuYFH+iwJM3&K
zY5aZQi@T+XPECF*N=LN8eQl4L68;c=rTYVfWD9%6Le3ye`KThNzmq^4!C4{7kS$3j
zj5sU@vk^jmh3cMOUDC=LnoDe4lVGv>DQs_FeWOH}-Sk$CoPm7l$~^4M0Giug>0r7}
z?ytRx;92*Lc)pgGW%j<)Y;a-vywabO1F-<IxI~;S&ZTPW%b~)X3l{~D%|<mr_i(Gd
zc-AuC_}5#$-nl+lp`T&cZJ&4JQi$~)gx<wN)c_Bp#tU;B>LtdmDiYCoQbK!WyM`yP
z)FeWBWeyQiN&&%Ib|PqQ&jMMK$ureOdXe#JTG_?z?5gG|c#Yl1*xkrL^;OwoENh=$
zt%eCCG-(2r*__#)QDm4gu6DYWi(J>jx&z^^<D7b`6yp93dU%sogb7BKnD90tYu7oE
z#wtUod$pG#2jy!O2f`$R=wUW-d1znG^M{6Oat?!HuM#YgWB1CWHK0)}=HTZTs~-E&
z>i{&ofw=DYlDT=g%V-rO7vV#&st4hcPnQ?fds>?@M-;TG)ys%aYzy#jn%c>_+Bco@
zB6#DvLZbk`?zDosi|_QG%Qa~r+HhfoS`;)qt6;HA-n`e0b6J4X0)~4M+sW>4Yo_Qb
z7zWPz@E_Q?II(hI;8Q5TZfPQ9!as|HZDkUK#&pyATgDw<AwO!gZfDViYl@30?@>}?
z1NGdv*)mY79x}&Fxv`5M4kp^|aa18bRfnEZobcTS82-9m4d;CT5o*Y5T>5J->WnWW
z(T=@h<+EIQt1T#5Bszbcf@97fSQdKSs9OvkHC3?}lGzaKyznWcLcyXi!#)2K*1TCv
zNHHxz45E4Lc&_ExXhKf|NG~nN_h&VQ-NG;I;`(Sc@zeXV>D!K+6j!@;$Mb1-DBbH@
z%-rB16++x;TWwjG$GdK4A?mK$OG<+&<3r<ZpxvjgUL%=L@z=9x#bX@S)CCyvBEagZ
zM%0>xZxAAB=Fun(1V(=2F!9jDeFJ<=^>?haa-ew;5OVVug5E&2sI$9zcd6E9jkYOM
zYu{b|1p7M|S@!bKtpfB)a4VR`n*LN?Lglh~0gDkyA3Og6B&+wHU2EGbUcts_1c&S3
z?-@-g6LJY!e&+f@Rwe=gdq{RU`;s?mqq83(k(C=q*iu@JwlE4!pFjftSXKQp_g9-7
zhFkD-R5<fMghLWcb=q4LQhl8lV;$5|z_4q_H;nfqaRnM2$<7VKPs8R$$fNI++`?F}
zwE&B~b~MT%J1p$xm+NS#Q+LLHWaK3T;|;p8E~_rRwd<${vhD-L2*^e$fnuXd5Lfik
zwxgo8^lP_it%c5Xl*J`p`WJc?d*E^J#ka`6CsoTB;dQuA5AIXecpSO%3266Y%qMT8
z=4nfMl;6Si9F!sw*eY#}b9ZVXCm}yyZ8B)uQWx|8a;LBN-${nUzL}@>juF0jbZuo_
zb^f>0sPE>z(tzJQTDu)^zw#SvE;I*&nt9jRTcDa!WY})M%>3e4Bw{FAn1GqGBG(k_
z)d&e7+rQ0QAD<=qTHuFjKo4H^(29^C=|h;srFnLUZV~M3CFKb^)VS5X&x($YY+Sa*
ztiw6?juJ2rJ)QRVB}FcxV;W-T>}<aBAYAPk&u+TmiGMWQ{Y!lv!XD}G0xS8BA^iIk
z<B%EyQsNnCGVl~2$*JWe;%$o(W!DZ&AsO*kKO7PB&JgqIvFMnSRm{PyZoG32aZ%>2
zWopcwa`Bl6frDd+JjW+A!~CA$-?*srwsCb)i&MG8-j#$Pzi>fM9nCTqyRgsY7y|b7
zGMlV|kJfx-<8eyK;@deRe+1r_qCpq!u)RE3V5o-hdeJzGt^IJvy=LtC>?}}WTe-N+
zlz=I%S;~pdECit*vww2~)^}-A_qy7<V0`(B>C#-Hqr%HdOv@FNAhOz=i}uqy;3&cI
zah8vB`=V|?bIs83QFz`XloP7NjBgx1{n!cHOtK60mwsYZn-29$>i9mPY_Wf%@hOwE
z2M8vsUcSVvL#F3bh72>k<k*0*7)@(5RaVvayOG5(8VS_mHUP`^w>HyebB(R^+2XN_
zLloV^z21XF7Ui~5KgI(65W1rLe``RZ9zOOy4G}BTG$WE(!9mws9Hk^Bji{-;;Gre|
zXPc~fr(}d2ro`K)%!Nq*f|MNPE-89zs^|HH1iLh&X&ze|wcW`BqFBFH4-qt?MBMV(
zCQ7(cW;0Sfy*04+AUT|06EXl+Uzm*IN%CKlRrEfsaZdqM``}>!?tu8wVlf{$(Furo
zU;xanv50(NY&~@81waa{m;u1NHn`x2jZt;>Jjf&qa}Flx;kLfT=vpB3QTVVWr^Yg|
z(h81djQb{g?OEsff7Bd~pL(o@^SQbzx?x>KLdrWZYrZ#vx!5n3A-4L2?DOP_<~tXa
zADO_~7g<JqEtAUgK5>bw?1AJy9}}neIWv2Rm+K28?<eG2nU`^m0Y0caB@n{~c(0~t
zIDtCY*<eeQ0ie8Tf>7|K^Zy|A%h0HaK-a|}d)iE4pyQLEZ5UI)v3$7nOSm@u_AIi1
zo=f6k7wzmTwQ5~TUFOJ#P*{qeFPCMhOc*0blGTV^_T?l#)w!q&U`BA-IOLkzmk&((
zN$TrVRW}phBBmM5z4IUx#VW`(S5M>}PD5cjs->L^nIsxj9#oo`jux|qFJ+h53_%)_
zoVC*kJq9{2b>cSspXXyzCXi$`@ug=F3JncJeWhh9c$Scel9mbM%b$;UH_P*Jc)JM1
zpdC+G0HAmN8}oVA+EUVPYY;YS^*k;MB@m>%=ttBX#T}!c4~CM~^~5Bm4WxSpXBsD(
zHg9DQ2WiCAT}FqC#eU;-$7I^_EHUIJ=-t3vL0M?L^WkmaK{KAE5AKAKDgBW{U;%6Q
z<BeG8i7b#m1_NN%o`^G4Zyi51Rfuyk-xrM_t+$E>mN*Be#NxBlB;i)%<r;8d^DmdT
z;8**M+`$vk!{-_$vF(7W(B46M6^ll5Nm}fn<@L1?gx;rIjzd+`oZ!^#g-^th5|Rw2
zlZc(K;+qf{ps^)|8%GRQk;kSwW5L#+6<%2Wc1|D&UT(=|ZfJ(d?HLt%Q_r=5^*w?V
zWGMUfHzJ7vlsf@|suLz1Z3r{H*qf@)4>?MAl=cgzpK=LWxtfe-=`U59T6a~<-M_>9
z`Tq^tYm0aOX%R&+eN~bc;buU{`w<diSdMk|MAz|(u^B5F9c}QmhJJ*?_J!ipyE-fa
zf?;Yj4;e0Ba_@Ry5!0Lb6m!#(s>pXTRkW31o)2iLO=F&!U3R`du^ok&V=)A@Z7<*(
z+$^A$+NSH;j+A4)tBy)&?-L2dn2Ml+^okyBv}*<0Z?=?^$w#lDDG}mzcA!3-i2M|r
zM7iT2S&ofyt*(@e3pT<BbAL`&wS5dlC2g~)T3prtkN^q*1pojK^92R}lj%>8gY{4o
z<rm*kRD8PAKRpZfQ!(+CzA~Cq=PLa-S@II^rG@nB9Q_qv+d)s5kLn!JzM(hkd5?&1
z`ibwSTj%AV{<=1N#s3U=A6iO*kv9{ZJ=7LErX3K_uq;_PwJ_L!ojzisKV$&k=~8^~
zM0u>l0Bb;$zX0AyMN53IoLB#Qm{MNbElNK<*duoWld(_^HP~Re^t?-uF5-Dy$x6~X
zTOA$1R->TW))eaSeKxJ_quF=c3~&YC)wuFLH+-;&<=nL$v?&~!`FT-%jG2)wR+VR`
z_f5(&q8UYoCgM}kFXeXWrGXK!6zG-ElFrzA(E{B5<aY{}9{$C$b**yNT1B}7os+F%
zd!_ms_XIc*F5*NWorMclH#?JlH{|#J?c}P5<NOVKES-vw{4!IXimja^<>=gdy3Mf2
zX>x>U-%rp!+d_R_z->0$WKc$cR2YKZs<Swkp=#oyNu~4>NU{$?(cYe5I4Zme3iE85
z*MQ?(w!6ZPyvxxUZ`0z{0#B<^#rKOlMnTH`lyVIL9uv$#Eeo-(Nav3mEeFf^CuZuX
z7~vM+;X-~)RtG~}E<^a@gpD?@A8InBgb!0;D^>zivxjyu7$Em<-*A~bnusS#h(wAS
z=<TSUr>^$KIbo?6p9)vLmz;PZsn1%zXwIxP`GQ(&WWg4TU6HcfqYDAsPHyRy;68m3
zv-#Yiw9k8hQ~^AM-COH7tn5T<+4(zC0OQe{*(0g_ySLy}c9wEh0Gt#8Bs1ZZdvt~o
z485$p9T;5`jGsU&&+H?1-evK0BBJ7}B7_NGxQ54NeE@KWFmw#|1RRX+E)w+1G$CTW
zpmUsGmF9ZvJLk?AHIC`q!dY+D7#|H=Hwle|b{!`Jah?Ey^Y2c<==j1MS%{86)yzdy
z95^vo`b~?~VJr57f(|_p>r3@7NG7!`Bo(Hiq5<S$NYowNe+kC|O-Q8ak4p4|EwHC(
zkO_OUE17dsHhy0?NP+6qTJMm~dO**K1p|d<LrzsWlB%;!bw<Clm`P2ezNXy8b;(Vp
zdr~{2?H`=o(czKL3NVTcmEBX45mv_Gm9K9$dIZ*Duo7PGRx=$Ea5mP=duYB(=oc$W
zyFC#hbNRh*`ZaDUj9|_Z;#Hr<nkT<gD-b>dvyG!@I^Ny=bOL0}T6AN46HG9`f*1xC
zai*&?_PmQ&iuF~KSQO|}!#kIPsI#&x7<}hoNE6A2I1)R&xhwb!AXe4S)W)O%It9>2
zB}CnPb|2n!i3y#WjS4zl(rNFK4Sv(&@x=w}+A4t6@O%ZcfTY02QJx2YIm!7yNnD5t
z&DWm*^0x=mLR5$6xLoe5ZzC>rDRUtj>_c;tZ-d(DE%2Jz4v?90J4?liSd2$o*8`%{
zKg5?0Ys3H`3L=F@Scao^0lXmCkIXFFqL9^GJhHJzDnm84<vXfGq``fxg|VWVXH+56
zWw%>^vSEl0>!6!&_iQBsj93YlAw(4<{Ze1o4KB*FX>GQsDIM6iJmNTRe>%jJS5M9I
z5n<T@K+d*fx}53o7S;gF;sOi%HMZ>5c~RN1YlUqv*>)W7Q3-E>%xRdMk|h^-AjNr$
zwZk*k{MR2ZI}k(2UehGAaL&8P<x&7|Fxae#rqSjuQN75=<ju+X@QbiSGdO<#hOY_I
zrIzG$pUz5?Zw<zh(d9d^PwDfx*5*=J{X=(9&#H&LfpUdJx0A2g883&ld%aAk5y8Sg
zNRxPmm8Fg*!hxk51QXFb46wiAY-Vb}C`i&c(A$XrFBj|`)|Y^SNXaUoxqG`nOUtG$
z7}bo<B^ogIEQM)jw(6)8k73Q(Fn|jOxMS;}*vd-*dhOr;StmaLE%4?B?qr6c!u*n(
zW}>{H;iafVkJsn`mXW{}#za=UQY#({)HeIu*Vwo!D!d&LifY7)7NC?aF6r|l8){gm
zBCGyVs=eEq1f|&ce(l#9O1eYhMFC$jnJ%wmNboyW-V=#OJuV~<4JD#+-%FNxgk8Nv
z*NT~0-NoO~YE?@%akg}@DMTB5nU6|?&KtlmqgFO{fb+y?hNqQ0UrYvv{zFw5Qkw;d
z+dd4#Kc|sTn<sT&TIuz6hl0PAEJOR~^JlMC(HEpkc_ARdcOxz|#OI$erF>cBz*>#n
z7!Y3acSJNlwXi%!cO`NRLVS6z2ylGa=fzyQ7^9_Yx;5oB1rvI!JFkPGEEce|UQiRZ
z5jQ3-v@Tc#-1Wcvh4Hdq3LsS{g(@Ft#7uRf(Y=RmFs+a$+A(Y*=)df{abtW6g!+e?
zd$!Jj&^k&ZoiQ=?%X|xGdgtK|fQ7>tTV}!-fXLXj5Rv}Z7gwI52h&{SIWSa;VNw7z
z+LGZJ#)Jcsf3wC%+<ZC)5P;v`31g1{6E(N5?Xp1mDk^@ed{<|(HWZk=)2P^3g=*i)
zZUdhOaJsV`;v&e?Ij!N74ioSejdtl|UlX!)-HVJg4;@YQT(X)0+s60Mp>tyaY&0=^
zzCCOTI5~tu2}qPAhu}A4+OL`=_H8{*VL|d>_QmcAV!Cn^##%nBXrxARhGU<JGGv8)
z<zClC-+#w)iqBrZ+H#U1$G|UzuKW55iMt}k!*}Q#h0jO)HD83UNAH1~;OI~BIQ%v<
zrruXUo=JQb|43K9BtMf#e~s<%++QJY&TkMOso&r_)OU^gq%4pn21+{?ibD#!uGZER
zHu|Ayc{rYTa!CFo@YwO@>nGG)Glz@IB;~&kJH+1#4sp8vvgIJ+Wyp=p=kbLQpF0+c
zLkhdD-L)YT#(<wT>mIMpn1CJr-IZ{J0<dC~!c~>QZr9lZ`Z590UX*rk?JhwVEBne!
z4;pejc<B$8p?b*h_415G9*IkJZN}2`gJF+)9HVsQCmUdybnaVp7EJ(}N~glsLyZ{5
z`rsDXInq&}ak%5irV(qsG|~IJBRhSS!`<$(om||6v8RSFWk~dup0*1nbZp}ra9+9V
z2RBfcfrh6<4^DL}x`^q_=2%*_&Z;=%4CFR2^Z0y~pF&2&do)~ph-BIx0$C!qzUM+9
zI)j|?Qh~Sd8{%T^WDRe3Q5w@2F6|eDhW2pDri+NApfphS)DB8fgP`pa4L0SiR|udc
zwQzB-jzNZDIzDeUew_z8#C<C#ZrH6=Dnn}TKP{4Gz&A^VH=*F08#w{biKrOZ?YJDt
z0fH7XbsCV<Xi1}d@pvNNH_fJkc02$$<8A(PJ<8<ls^~4xa+%&+FY>P%Zy{~Psaa!l
zZ!57b=~WAp$Kqz=62xa571!dQOsuk#5yr@Qd{N#F$2&z0!Jk#ITQ#rS)(8L=iHvz{
z1l!I{{5jo&7tOX;HSnmNM)vII8?JTVh(2E|2q#U9S<1jbs7q1UR?}5Oq5A(i8lwL<
z7aXDl!4j5(@%4ue8Dvsis}k$<c*r|7I;SNzg-08Pdg4iJdh#4bj~s`5&<#Spb;`6$
z<FQ%9N<(5j4|FhXcwQ6*rS+(iGU9lN*mHfJ8ut*U3FUj$5asqtm(~LKNV?Z-cjE1W
z8zL_8@W+EZ(kixn;L*&jQZc`~-_9M?y+h}b48`E8{LDibrMhFv?^hnIOJ{7qG<Z(N
zKo~blUuk&ckxk0Dv&MlcweoXfRogh9APcxZE?PTtaQ?HgMy2tjv#qPXF^5tu6986p
z1mzV$vZ+Gi+*ErxhV=;XD<B+~=;OwEjbJM8`qfn!9CIB$?we=(pxDeQ98Ksa)45nx
zz~ht(--$Y)t^_Oy^;SQ=!O<#+V)s1Bp=gfU;T)L1qN#Hodg}<J9bcJ!gMr`|-W`Bj
zk@jAwzNK5NrSMg{(G^zO;KOhoE9LOG=s**P4JMLr3bKJy81pyYlpHBgeVAWMeYsRV
ztdR;VkV$L@AIK}RMf#VC9-#NQr7~FR+n7p0&*(GZKMa47{qU2Iz7;<uKYkkT$3~8u
z_={*$jebfe<SYJ!U!z@rse1V-6XYrShcN;A!TtmP0<-zgtiUVeB8BBRZ?=U23eWbL
z^*h3g#iJ7aY`exVE}+OSE46OE8M;&v)VYMRLic;oyU0OwD^#INB_s!Qxw!R-_0x{J
zoRGRMx<PqM*DrR7`*=s<WN-l)U>k^=JHm_MlT*_7tkK$}@JjywJFg$$>kfTX>?0EH
zW~Bc&UCE`s?1b;%S0spNDt3FF5P=P}IW4;&_U9EM5k#aftJ_o-r{^P3P>haD2^#=<
zC4A7rz~ut-RpM4Z_a}IJ1#he>K--97H=%(v{|;8)8iLRCLXU`!59}GvUjxpeQHv;9
zK1C2a5EA6{SJnt`*ox#D*dL+57q%s|+X@zHGAyvyFtPHy12sTSdc8GGCiR(Nt-v&#
zPA(*&C9(tg6KRBV=nGJP5=W&oz!r03G}60E3McHo>SBh3KAIG~=HRq0zT^WtYTq~B
z?<BEVdl4!@#78OL&v8z~=o?lc?P>p04Hh433ptO&7m1CSaXl6VRo)U1fzm}8(&;uw
zwy+c>yslVR731DA;8OQ4cb~^C@8gDzxV8*`rY@8V7sNIrb_)3s-^h`&d>rCch43#p
zWNM|iSD1hSxk{P7*kY66k0NNel2mNhj4l)n4ojF@eK;d*N&N>qrr(tr?YCi_Az$qF
z*69Cjiz?I%oc@YXf%?~#fnl-=?8xb{yUiSUWXSl>BR;eiSGF_2Gmy`ui#v>wR;`h$
zMC(Zq1d=zI(+kcFr)FKe5bJRF=9e)Z554fmYK5+)3J>jmh5P5r>F4=q(iL(>YZh8W
z-jp<U64oO*A67rbl9TaZdW~AS4=2MZazNveXIKR2eHDwp6<5$ex%39hB)p31toeC0
zF+}bGUoB<D-F!PYUS%u#<HIl#Ni10JRzlsA3b;%^u$U}Eb8_R<>LtryB>Emy2nkL$
zz=`_l1vaTBsSWB=oCn^9zCN=B8?+)VXi_m*JV?9dCBl4SNyX03MuH71TF<-^&vc9Y
z*=Oi8<W1D1uRbI;R<U%znBXqZJJ57TUnODB&}ta|cmZ`=piK&JgMClq#<*NH04Fmw
z7h8lItpiVJ!31>+bmGsEguA0G?}yZu!gw;{J%m~TaIk7K$%hz}U<1EI+XwnhwWI2f
z$5KiL04wx*e;O*1r2>PIMWao6g*zv05%?yIgIz_mK#U?ord=kX-!BjZ^8+eFo*L%C
z&7vlaZ22#+D)H$rL{PIiRV+|~C#NhZpnCTZcHzMxCyL33aMJrK&hjEaRT2A07iqul
zT_B#YXx?2(&v;*e0y2k}H(yR7{)FY}73c7u@Pwbabk!I6fMYK943x*$9sgyIaUYHS
z`pn)eTe_M*<@+-~B5+=BBBZ%q2%Bl*W+Tbmbb}2^JXu$YY=o~F08mdTiUo_vJBhvq
zskkiYXD52?6XRL`kN^q*1^@scfCUBrlhq%Z-u%`JA2R(ud#CKTZ?$*$Tz|Qf_TLpp
z=Ci*&X2;CCPnz-jEwATr{|2G{$G_WhRG*^mzFS3~Lrp$i2m0-Q+?V^Uf7Flq?qIDe
zf1wT=8wyKgI>{WnQ+;g&8TFX!^gz4UIu2iZsXZ4g+P#*>=uD~S2<6Oi@XJq}k|qO$
z)OJKYW*xp9y7+dMuyo%bSB;9u0z!brbZID@tlB|&m?SEh6bnLZP*HByh{D;1sHxMN
z5GBPHByv|3k_VyghU0$hyO%o30OTq@n)BjRFkELfFt~Po>~l@1TE&fzv-a6hiRj$G
z(xNl_?cT-;25E8i1>r4fre=V)^XZ6RKY4*~kx%LL8F7Z?dQS;>qm2=iqVbjh_~St(
zIPDW4qsSrb|1)eG1@i#4`+?vAUjoy6tQXy!ZD<+K_8SOzU#ibJi>gC)&>)T`ngrDH
z&F3h=0Ty1t!0QD0dv0JkpE6raHS}k_`wU|CQaRf*qPZb<ao6d+lcGso-wW9C&>p1i
zz$GFt*ee=yc2uiY4-m_<w3}R+cgs0EaStE+z=Nl{prwybyL=f-Sir=hza4CSB&V$r
zV$xUW;Gzk>Dc&p)h?V-Yk;dp&Os$K3QSWS7h(QL@mqZC!8Wli0>v0CIeACj4Yqv=P
zJSt|OdN-3Gv6V>8<Cx^a*vOR9gxLhmh+cSg`xI^9`7$<l2n={=Bc@giTL#M1J5wLq
zx(;G1dS|2lia5U|s`9j)K>Il~)crrT_&}6p);rZH^DZ?DTOY*n6^bnq3U8T$88`5a
z3qgvFJu=_n;D=0z#LRPldBc2r0i1GlQlil#4aTX?!@z=ERuG~uwpzheCT+&8R%MOo
zwxBJ&SjlE!IPgX(Pue%Cy4CLm;SCfbULjX^*F-wrOeiy8pSs+I+^&lQOStm0p!E}>
zgY%vFOGMhl1}MJ*9^IogUH3LoODrl0doiGLt2OtEQfDVOX)5bEhEPjd$4$x3s13b_
zYqJYY^g7j{{~(a_5qyw=Cd2kwm?_<ney!d!@g*<Tx>R%C3Bzx`j;Lb@u$hRsch1<m
z5?0myq%p(+Y$4-AJR?Efva-vyQoct7)*9z2%~1`r$MzvJx*j?oXfgP9MNTwNvn~ef
zm>`NQIgX$LbC=$4sT36@ju50NMDyr({(p;4?82a%M1_%u>F9Ww;FrTNtBWEk%v_LV
zebvin%8%(eq)q-WBgZDc>^1&l$Kjb=d27WBwXtr^sACWnP#6m?Aqj3BH`bgsx8&i)
zz9`Nf=)70swir1SA4o<@Y#h=GFJu&XNZ3k@xV%%>t=pb;FTTxS2Vnii0{PcHsbrTJ
zX=Fz%GFq5U?vdVfl@V`wdn1I~QZ+O&V-i=*z>@VwtZ7em&@_G_SgYV$hzMp{wbW@w
zztU|eT^Fm8s;e$x#K21fDHO@;u+-K{_4g$2t(^1~b!b$ZR%WCq{pLi37Wt2~F-UGT
z3LT#4U^*l=j{iAPG?~!);DBm_<~D`FnpRj^T4im4v<^Ypo@x{K4darCH|$Af9}VF|
zLp>Bsq?)kuySt|JJZNpVFUcjwMg;11ZkW01V!J{(QkfOq@-W7ex7~UB-aZu4R@=cH
zA^S<Ya#F5e>MG=P3Y($S7e^e7f;9sU56%vg!cB@N3CE!2hrSS7O_O002ZHie0L#%c
zm)pT)-qgrFNm3jB$fQ3Zho97q0Tam)lmKl>V&ULRPs)m^;PIaX+K2ywnaxxmDYqj3
z64Vy}_s$B&Kc+BjRDivyvCcH{A64|<0euu{4T0*V@3o|jjDVW-AL^+zj`_?Z(lP~!
ziz5Wqxd<GhRF&ag{&V#0zL#e;v{SM+eom`A1`+~Zp^!P}QxatM(hn{ht<IDwfzQXb
z*`RcJ#BtY_bqAIEfAxNz9(%co8+KOlHVqyxFDw-wxGt!ogU^=36^zscjfRY3K>iAd
zSE^|FkKe+7kbSm%E#uYiMhUU3KYM0ZRyi)d_vcZ-X28n~&L<05VB>}AbK!0MGS~?I
zN4m|n<VM!X+bN)snZ&*&-9HZMfb(avOJ}DGT!WEV*0}ew>WMDZ*k#Wcp-Pmg57Vs~
z{Go^P$bnz}dwQVyU;jHdszg}6FfF%fgQ((Cu+Hwkv5b>ix<F_^a^q2{hK}2JXKVpU
zc3;c4LH<AJl>wVp@8q2|y6UaM1j4tN&LFMh;~hNPq23aIeM4KpXZ37$oq|i`W<FD?
z>Kx_Zq6>njNX_bU=;p^WDyTc;&AQWt-oH-ct3y`o`#hr(<z!J8K<3{tSX-nrFY!5{
z==(m$5;jIk;|NiAHN(ZTeaPu&tZCmi<~IALW9pBipH!l=vdX~Hvy~kzc)hdXKh9rf
zD1eFlk$+w2iCy@6@0@@xz6F$Pr!@9mVNqg(xJw~3rPd{a_NR<ypD^Eco3Zdc^7&Ua
zLODQa^?*_ceV{&Q4>^J&lCg-bbZq^R6s7U|9<y}jhtO@ACa7s@CB$lCi`!svWdaS?
zBlSv^mYIViE4OQ2RLw$f0;(OgS%D$BMF7X3l3o|tz4z<a6RDBWNXT#UP=NtHL2IJ2
z<{2eAQVsno3PTc>EdsoRp$x=n!Zcrwf}?&)fny|KWW&G(K}f(R8#eivke}5kGsfgz
z7t>1+ONkTQ*MvQGZ9b0Ac|(l5c}e~L1N!f#%~FxE#;BKjf5VqtjsS%#)C%$H18zvw
zZB(7P17CPK>ePsl<G24gjYahCGcz+Z>POh><nc>y{o9g8p|cHGE}E1r2qz_HEPKwX
zsi5@1xMMc|f5#`=O8N6Np|~0ixXV!f_|}73q*UFb9$Dk~b$A^i(F-CPlv|BTfI+oO
z`ntl?hl|6wY71E0<$W(I56KIZ?^Lw_LkRwW-f|9FvxwG<u^C9_bsKANYWswfQ#zKD
z(Vrf-Iis6hrNyy>$PllUsk0D}h%hb6K|iem8q2vU<%YZ|qWQP=E~-^Nyrjr(23<2;
zy7s#S=9dIvk$-Ptxe3b!ip)GbWP=uH0rN~~xg;Dh>xCxt&%eM5xTe=8Ywvb&X}PEW
z1|Accb|37|$^8cfHZZeS28t3ZP;9s{y@a*S=%r2=&PP)=p$B|CEBGzRB$7!au6b0W
z$&`R-@qlf*5-N?VNP`%S-JGJ49~iPCY!9`W*>|;XSyz;=y)u*DaJubxPl9aoMQzWG
z=~`Y-3M<N@l!7FvorqvOwuq7{claXvF5cBpK^7@de7v^<^74I*e9vRdy&s#-39XM8
zF7Gz(PZi5Ql6w!k@kKORG;0Lwmptk#Qt1I^_J9xvgaL$gthcSAHxiaXj_W~`LL~tS
zk0mAyP}1Q%@Npz6@k;u$a6i(VZK#MmC^>qxUqm-iMnQ|L)`5}YtM*OFZj~n9m~s50
z?r0dy+$)fg;$#$oz6ls79ob2oFF#66XR^u9iw86-e@7IY;;oTfg%^jIOA!!%Wj-I7
zY4?k)07~0o7T+?g0=pco1LDqD$9U`Dj%$$XJB9Ewlps7)J&qjvUcxa;$k3j9C9HgN
zj@{vydWcW?WD_1q8XQ;lGn&J~9N&`Ur?Bbsy_cwn{Q=g@t=fBz^rTC8F=2VGE>mJE
z-@G7pxjukJ^7ZY2tw@r^@6~k(_;MRmYkhs5v#F{#|7ck@47X?cIkfD0BuL!%k7u3T
z4@fxYY<8=fXUWWl$$bI(0QS$l^2KKpK|AJcrcZH3V!Z=O(8_T11;q4QMSg8aJY~vP
z0DswL(Rj`ARe^mSUj43LTRMF{m|MPQZ&uU`Hi`9mwtb(@!Xn6;LOS246c$2r&I9T{
zWHz4lorks`g6O<;X_j(#((=LDX=zE0)qbxYbgkNRVS^Ru7Un8x`xE?dW~!!^W2%z2
zIV8qFBbIqB^Yt=Dru*<#nDR9U+xIOqV$k_s`N9(sl6t(A!nPS@z<qAxwJoTQ^$Tqg
z_tgj*uA9e)BGg-(V!J-OKhO#Ea~PhK8Q$|ZDsIJwZ&nHPmufw#P{g(3f-Q#Yj(3v{
zB!TGr5vc~ju@bna)^G3CwD&h+2S)B>H`+`^+bwwEvuHGvL~rkP!>{GS`c5nq+>b>a
zv{P@~uki2a82dHHNsINUj8YncBHH0Gx0*tT(&dO5hi3IIh{NI8AAv?#srh+uwG0q)
zYd>ysCv1wy`rKCz-ebiH3le#S<K#GpyVS}JKa1&JNs%HHuAKdEOPJx1i6-MARRYAA
zXs}xf{csAN*vDzCEp3E!cK6u=r=tBg`V$V~8=nqW9qDOJK~NSO7!bxs8A$ags6-nG
z)doLuA<~?^@!BQ0{B_IOwDNg$wx@#tcEV@`aY;N?<wIc>=<Na#cT%N0k|oTWVJgY1
zLN!>lD>P#w65M99ZUWn45|xq9eDm7sB&q^Js&IBg4zG^(W_m1kL!&qzGH8LFtUGZb
zUI~V*Idq7p8#dg9l48SFoD$0xfSHSAW<raZ-9WXHU|x`Pb3@kFxhBN6BMe>hd-x!R
z8+A054?1_%7`8IwvR>x4<Ul8RHRgN!U*jH911;?pCkw)!1Vrr;;HKOtbkh9q>(p!R
zmt|ns1GQI<jB=lTZOw=!bM8jlG|u3x5QG)NXa?s<agXyW)HrMVU>RfPQ2t5Z&fup1
zAbV^L!R=SgW}s+{`HDoYJhzwwm@jka{ol(e!)3j%4v9c5`6AsI9UQQE<8G-E4-8Xk
zF_Rx5VD9)pbv=)LUBBA{BU3(ymRapPZ)Py^pf*<egq`IM6zp@q>Z<2ZE<_3mQ-qDJ
z!<_zYvtG)i1RI<7dx3VC(kV+Ve^Wr?ZaByNE<hz_<F#NG3fA9*=x2x{KoX|1&6+h>
zU>m&?CZ7q2mHQGA7VDJq1p`fFcXm)_D@_mtOKY_!)O&W$KIx^Fl9}CXzgFivXW=|p
zHk{VZoEolaSr_mnq1{kw3e`VKj)Ie=K=0WtzBBtC1d7s2Fr(PHSP({YS~M%h{F9+;
zs%f6R4%U>EQXcHqqIo`bQft5Kmv4PQp+_fyN-<tk7P7*CKw2aw&N373wwRlG)~6F!
z$CCY{<EN8|Pg3+T6o)rLW7X$AQU{2bAq1#W+QdgYGV=WJ2qE1MC5#6(ZZqJL(@wcD
zJ!*LB**w~IB#+ghm1xmT=D$cUxf#+=C`2Gvai+i7YJavL0PayUa(k^dmA7p-btjjU
zl+&GHj)Hajq!yO#wjQ<eS>W}Z*Xo5=!|>8d7tWRFoNplRFG-4cl!xAn_z?LYxFyED
z!^G|48FFxzv6TRaOh0H}7(cM)YKfTV^2}>#rO`M!DsQZjK~Ag!@T<bR@IyMk9cwvu
zuY~i@Z^L`|bWg^w^69U`Rrsy-2lCk;lCOUnU-8-h4*mJ`KjquE#ZLTns)9L$%A(Bv
zGk3(J@IP|U6aPs5sDIeR1J6p{(16)O+0W3Xa~=)Vo~%GDMpc4bXl5jH){XQLCdYP^
zXmk0Ye^rIWtxHhhIJX-h5&Shgx@h$^2#;M#O3C}dpt2E1uJvdo_Atwq^|~ol#|B<G
zeG~sk{-}T0bY0Xm^k~G>rrVW2Lo<d9pk*z75RjSM)<$iIwp)gf{tQH75FUX!P*|E1
z|49C*f7s%a^e)B_Hhp!ugcE=WbgE?5!h;(zSN^O)YeiiP!v#)*<<NBvj8TYa$+aTj
zMT*8a73;OR-A)47<1LEmD|Ol6UNM2)9ihqg!A+N(O~%VBGdZmL<Qc5h?v43er%!+p
zd`tD;8)j|>R-MDU65{GO*ol$pyqWsEY(JgflTB*xPUlbmd8~dW?=-;<4y31*em&6^
z;!_RoJSOs|+SM+$X-^Vlk9qEkZ)T20#cV=<YqhPNH_sue!s5C5f66ouyqyrMu6I8B
z)q{h)z8HCQe>$p0TLIN^Z3EO|^`It%Y--jxqssqZq3$CAF!F#5U0jJ7d0)`@%K$=l
zzu^F+ppe>io%A%bEi0MMTf^AhQvjgvSUt+d9_86MG!aKA+-{aF4c^qs`GCy<7xeQU
zQ1~E(>_J8~@rrJ-wM*QCV9AT*KDIhPp+Qdbo6=kymSqNqZ3K;kcu1g++O$4*KgHJg
z=0Wgt=skW?-ncqekxu20xmV-89TI|3rkkxEx|Z~~mT#>jw@3Lslx+hPwsBBb`qc6z
znzuM?eD$rv{i^wb;&#>H5W)HZJdpaxjja~Q;qe|l(UBJy>~otAw(reYoh`<Bc19So
zXU_zsyzlz(iNjsWa(zotYFL46<Qf31VwX+sKmchHrX*B-`Nbv*V@a8-$AvMhL=%<T
zjLv%V$me@R(YOK(r!k|35sS$h6=L<)l>Rz$<ElbADmQD>qC6Pe%tDzpy?Li0qM|q`
zo!(r(+&S$qi=1Ie;Fl&bvPA(jv2>H_Y6uP5;YO0AE2q8P$mOO;$)owBf0<RHi>(gd
z59aW7CsjN?##^gxa*-1ABME_u)+<&m`UGf;9I9kPc8Rx8EGE`KzQ+=!ByxMXRtAi;
zV8711T2!(dH)CWeL2aG_n5+Ig@2CQ!2#w=ZIgtoFLvX)vqRUQk0M%=ND=f1qPQgn|
z#~X_uM0>Y=N`|DuUxviV^|nCck@oC0P{a*tqwZimd4TXFndE@<WKDz>1@@G>6V#Pu
zvv7^iAN~NP@eeOD*O}^~RP~p}6YcdxS7f0c^3-?{0X5~JA|WNc6?9oQN}_LV)m31a
zG-nj}Pat0x;l0`(P;?SYW1PPvi3P|Y;<bi<h5USwCH=ct&FdFyHmXW%NKb5U`7Dvi
z6gwxOUit{$72n4e<J;NQLKj7OM^V8+Cci1uC9p;_H=6+;BVI~X^~AtvayHc|EF;86
z&~ZMfxe&_!5h+qSF(G=&?h8lc&T)HYy^gOyW5R;2%}W@iPd5T{_fV&744VHsFh*DT
zB0%rUp@YhByr>8i(fjrjuz%l9J5*uL0-eapxM(6`@AnmZv}R>a_!upjgQ+SrvYdwP
zh-K-eQuf+}!0yCFCmvUml1U=Jde1m1cJBgS=@xqgIly?^jAt{QdpC*7`$$Q%4Yz6E
zXEf2RnA|(bAg61B{oaz{UM=!(>l1)8viQ8@iK&uBlQ(V5TJ}D&HS)P;V@P3Y?+CYV
zg|z~wesbX!L_`aCl_hBfE8hBy+pJJ(85RS*Yq@DGx24A{0aKa5t21JbGbTh?<~om{
z=EuZZ%J_+{){7H8R`R^e-P3X0q)Nw`D)w}=ez&LzJ^=${VeZf~COy<G)rE4*-Z;cG
z!t>6j1I5x8G^z9R@Bu5Ax6>+l{^-AC>-VvAPq0Pj^R9bJJ;3)(7<0=tSD+2e`APyX
zYh>AOwq}gHb?0K_u8JH=fxaDolc!AS&SDKufA($3#=>Y0qHGIm{L@MXHjOJ^iXm);
zR!F9L@S4aflTfZb$6rz*AV9Uvl}w|R)p)sNe(#)Pxw-d|@7=#8P%Cip7%PgTgHdpj
zl3X`N*6zgTS@0J2JWMLMKU3CD1#w(h!6QrdwGjiy41wcb0!Il|)LTDMMjk!&4gxcE
zo$WHuE;l0$rIE+um3>n$Mf=kWB5Mv(X2I5#VnsxGiW)P^!$+#IWf}~w>4Wlz!v!KB
z;cGL>;Qd9-d$BG5VG3r*;~)o$%K(8O5&}Z216h9)VIc<Yz9f7oKODc!M`8<>qy*4L
z*ag=&FUvdOsPv%3fP@8t-D5b3Cs}j*AwbxVa!KCK6OF|oDhr|b8*1HB(mD>BC*-D&
z+R%-V)8b7ONeh()2PcCMBjI>kjh!U9|64x>-d1vI0SYnp)Gy0gUlmTTg|7K2x67ob
zQv8>1(M|l<dWHFJPsd-k%Cr3U&(X5ump?}Tev5bJ(v<@G!E;GgZ#l92c1PNG;%oTq
zK*RVz_zE1<Nd?WddGT^h950YAb+;#aDgq5bj*|-mB&{12GXD)U{olcIICeTXO|EYw
zIFAi0V#-Mn>}@eM_KR(1(E*H$h_>**CZD>Lqk|^wi~;)ipT^t5IS`~sg;mH50GL+=
z(-*&7QuVY1&-rhuIpa4OoHd#S1xR7~VgN<o9YF247(3NuvHfDMym#&0rMy+LV2iFQ
zH5@*GmC@#=QoQ>7bq(^8rrP6TPK(nlyrg<OhTxL98xbxuSAo5}wU4Jg$<WqP<r2WC
z6LKuV+|)H|(?8rQ(L8DLPCu++4q^y<ASStRhZ|NvlU2$fe-z@)@yraW4Si#({+W+#
zR#lGg$1&GXkyYp4ePP6Xi;bg9%f81T2!;Pg2rm%f*w6UdAf`Td{j&TmXcwL8z9oC0
zb2+3gy})C6CKQ-pDskxfJyKS>3SQ!(GT$#w1I|h|^_JM89jkY?HJRhwO(vwuRFgyb
za)>`nx9v<%R|Mt=tnqzf<5v3lJFOG&LrMLaZ_z*KE^!h@yD^X~Hqs~hCMSl-)?(Gu
zBq@8XHz8})Id+3mY;U+imWenq2Lj|2z@>;S?bR1DWVNa?`jGwD3jHUNNc_tpK1c;c
zkucQpML0iWVi+DVtVk@(KIW%6BPG;xK2UB9;c|%q3&9;`Pu=(n0IQEb2Z($la92#4
zZ#4dQ)?1dp>5=u(6zrEqdjb8uFE=8Y<RQ7IA5DDaOm>QwlF=d9-~x<ZH&9mOIAy1<
z(X6FH^at3vRKx^It0z&=dmY`US5i;d=Ri2+FZBjTz9cs&_Ox;0n8>atMa}FULSd-)
zPgqZg4;-3Xo~}>oo6oDctKpHakRPy}Eg0@f6Ch$2?GW`@E4Rw`lGb-{3UZlb(Y+<2
zz>P3twqKohw~N(ns_k;(4sL|wvY9DQ`SKc~W!SFX0xrdfkyni{feRQbjT~i%N)}XX
zfnwmVpk@eH`Ka|#)Vl`x5E@<Y6-}{5pnH_2JLb3Tt4A>RWKvEy?>o&5YHmSU&t^%R
zVDhBD6XiLOC^;a8rD*lLX3(Ikp|WovET#ACoDH`_M7GqV?iwKiG1%&P8b%M1F=VzK
zZSJE2KzEf|eYo02ZBX%)K&z6M#8^I)m(4Dal?32r{}j<do}y3sb2=RaW-_&M5J0?j
z_E+o%uyn}?q|#?wv*5_VRYcP7?=FO@CK=J)Mcvte%hJbtTJWve4%VeQDAtL$!EsSU
zHqwD=FsbN#xmVk#cMV)I#AQ)kf0@~lkvB{f;cNedqKpksFDlrELvcjkps{^YVnVDr
zDY7olDYiF-&+k5~Pa-UOkv9r-!${QZL*U#zaXM<1zsnO~0J-(4w(Da;45&L&-1G8j
zxaOBAD`>gQPuY>mV~K0bWf9*6y4QgK_lMj$k10^WUGt@k2OWpb61w047txoA!FDB0
z*As~WNm9h;;-I_F1eECZcEmj!Ig@Qm<c%3OKa~|$P;OMfJ*BPF)2BPuIUwLazAH0b
z7%luuCuE+^$2(}n8x<4LEKMB$Ynp<ItJ^iw^|qW|D6vTKZGM_-NjW^JSb{1P_S1<}
ziTLF0L%6I8tK~9;?lsL*_}2;;z}6NrzNchObk%_Qzd<pWNkvw>*~=%SBZJYP4Q_i*
zKu|Cq)ytvnG=&B_KueHV{OPY;jNVX%{&D&N5Uva+^t*cJq(PtKSvf#Ypb-V4vL~dD
zIeO2zF6Y@SUMBg&iK9qVj5+v_P0kYqNZ>3@WY5hg--Fl9RoNw5prLTIT$K*5sL{>?
zK7x9CJ|5Tu<ieEK@$DXRoILH5Z3ddwixWb$xOJ~y+%curaxwQOm|(0`SvVW?n^HS{
zxDg%cfwEQ{wn68WEY6)h9>m||wv%-jOc~#GOZT%hfW{DchirCgb)l_Zo1inCSm(NT
zFGCA?&z+QpGJYV{oEo*`5fd^rBByUR8_uxJT{=?T%~GzS&+g^q0c+05{)sJu?71Lb
z1VMu6(w-viQ?0$7Hfi&{L+447bI(NYnmsqcnYx0+#E7Vn8V0C#!ndACp>qX;H2c|z
z%?lmQS2PBy0WuU^OK#5*>cW$U8eI?H5+<<A($nC60E#R^4y`<TqQ4Bih1I}3!*8*|
zqA&-LGrZ4mNdPq?)BiJqP((+*`%vU#dttgK%$9c);N_-^hLEWmpg7tvf3R|yM<z`^
z`^>9}DVe5%?G=E~IJbi|y@fd<NfFi~&QCz10@4!Iz;yWhCl!<4On$XPOX1W|2C0Qk
z6O82lLtHQki5k3ZWdo<H2X^B1?6W!YXu%oRy8Z)hX+a|f91=N3#|8g0pf?*++70NA
z<ang((gYfPP7Q$OjAI>>*hdOH41R%;X{k^nAca}-vWyc1e!=QJ-BtI=wv$wDQ(OCC
zX^TXL*lxNi-C_AN@DRyn^J#daRuqa0F`vj^9im^jwo`%h>_jE9ze(BY+hH{zN0F_0
z>}Vg{%ix46P_Q5xfVIcv6zZ(Qou)Ic?}}IZ0nqv091K0?3WVwqMuA*c)Qb6stuXTz
zeZ<fQhlHRe8{F!o_t3NvtM-?NJM@KgXGW5a+bE7B40_Q9;)y4I4_flm^8LtB+rT!X
zO){f_o{b+sr!|Ip%-4_G_CPJk$F;|+pFtF(*6{ArYe~4(|8c81Ug4cXjCtV>HPLt{
z>t9^EuL+ky;iPS@jF4_E&3gbnDuz~fQ>5+2jtD(h`smvcK_*>vE5H1so1O*raj2>V
zT#K>A`|P4|nlAH0v@Ha6y-9|;-z#>F^FS_qwMzA!kC+@71l2zyUi{8hu~Y5=d2ruQ
z=JC1P!xaWr(jq+i3sRD_5R<aLj$KO(9?=0<z4|51<b3;OmCAb$!RL25Sb7Y(ryTig
zU64tcn#f^T+`dG><R$WS&JHcI>I{yUAv?DreWyy0s;AgoFT~)xKkdrfx&7PdThxbQ
zf6#<ZE4a8+bdIkG2Wy`88kFGkVSoK#z6-nS6zXsjnb_U6IRY1OB)ccWx+o(ug?ITv
zE2+hZCZSj=DXUKRSyx~aHkcHQ-cFVsy|zsD8u<rg);~x-Mzc!Xh5+3L5h_);;c2(f
za-VomOaxEE@I_bukN^q*2LJ#lJOu^+ll4A!U$))<LX^JLE9yYLs)7Te-)nb1orQgs
zcYT%}_Rt@~^1j=G`z&AKqa3Hm%k^5{?VvBUBlV#EszMw$@LlhxWM5TN{>vNoQ=hiu
z{uf8>vVUff@}E0T*I{qg>wOJBVh`$};nFXuJAS&?^;5m|*B8|3`s|D7)i>8%{_O%b
zKZ)Vx@%snYVPAUwg=@-Jdi2d@QjqtR1za@TIP_!-W$2)_O2nMh=`VP)vQVL^-GyAG
zdXmcdcX^SU^cxvN=tA3#`2->FO@bK-J0Hiq6|*524LfnO9g(kO_ay`~IxkrUv?39s
zZk5;f2+Z04e_B?o2HB-nU|Y=n3RUi#3%c%1+zh&lWC6?~8{mwn=lcOnDDSC2w2=cI
zVUke?l^JieIHPP!1#(72_a>q(gcT2HDR()hTUm^XP)OY0)CSzlsvgHlLq&3>y2ic?
zi=!~RcN^>`CMqV_#JdKfmf&{^ELdXSd>IxPjTLw3$p&jgH*#&LM9?tjd`#p!z056k
zL>GL%`;L}l{6*j{>-^X`nFsStEZZ;PYRz!GW_@QKwqJ#(+0=jbSG}Vl`(WQLc1;&Y
zhJjr($s^40DEM!~RoQT^a!IpQ{5|+J?3B?;G^|l()s{(Rf$Y0jrlFvLWaRliq4Wf8
zcf+uc9ynLok&pLo)5psz;XAsvS&db)D!e>PfM(TNWUwOgYehd}1BX!|?yh2xM5jmq
z^he?E%Priyg=a`A12r{~0_15@O3csQkI>%^NY1A*z1^aStm-$H@zkRP07?HO>$_qe
zw@*$lvy8<C&e3-xAfUKg-HGK;gaBcqdtv19F3B2}K_E_<%&vtCBN1K?l#P{88wTRf
zxk5q1N|rM{#g!LG)-!Ts5JlrB8H!_S*dVIPScZMnJE&T?O66Au9A^5kjHQ15*FgxU
z@M0x{3(`^YM-f1Yr8$Avyj4}bBqjp~FD#mQ{kICKJ*%Nz2k`l2>xyV~jAQM(^U+4x
zO#9FJ#;#MAmECIeV!$Wz34YxEUtyWgeHofpmf@mWRE#(}a~?(r9aDm<64pyhD>sA(
zlILJ++wtB|y=dK%%+&YX*2QDC*UnCzzUL~oLXf74;@PKIg)&SK64yH%2bPdYh-dvP
zFAtR$xP>`8&V+$0@w1ud5>^d<M?-YScrMeuD_#M9TQ<F3c7~n5m`FQw$DU`TXA_KL
zqF(bF{Dr5yQfD2|zHK4W-%Kvo1z;0kbA!4en#X#md;9G(i&Nt;QoE#r*eQHXYhc@f
zovCcp5(=?nTU}N(EHsEpUr$owLKeMdyM2}0-sHm@7Qyvat6S2k5braW^|EyXIG3ps
zaxRFdAd-+C&lo5YLHqLCT<j5C#4it!8sr`zu<0<!So)5zwlD{WZqT|vMmGOkQa!op
zR)+ztTJ*)dl(}6xEKe@8)W;$e`+d;8l$o+-JpEi8(&gr3pn!FhLKt5(6MUvcHhfQI
zES=x%m6Yoh<*vWTvOxtARbbV@qK3oAYmV{SA~05mlnDeI{1eSb|8XE;gSOe7;;r2N
zqM30W+=JFrRqr|A|2QGWKPYOgZtJqK3^M^2|4V`(IBZ)Wkr5Byi@~jzXEXDcHD)CI
zt|hhT^_&a3kh|=5GxXw^ez(L4?nk*`d4P`ZYo{NZrgEB<au;PW4O24RnP1umK331E
z<IC`sU}iye${Gi_w(AHO7D2Yd-H^r+ZjG~CL13!W4FgH>f(O^R7wCDPY3$_JxLUgV
zP37TOgXvr+I&Lf2@iPt-&>s;3C8X$M+r0eV<SP=Dj4nf~{Sgf66%;q_sGPA#K)3jy
z{+^RC^^tsMi<{R1KrT(Pw9@sYF3O%4&<<=|#?<$WGj)%IFw%4F;M}@2!CV*G@|r$S
z34p!#YX-8xW;WS0*p2-ESy0>koN$`sPV1!E{Y|<QsqlhA%Q@mV_Hm+`X8Z=)a*Bqu
z(4x!ujq6h6LFD?5F=KxKJvi|(<L7O*iGEXmBx@Jrex%57rCPPAaiu}Rh0;PTb*_Q_
zK()}OwSQpJQ&BE+0iN$YjH5V3AjN-25Smu%7OKeqM=--@_0R)~XO6p^6ybP*6$IPG
zNNquHfUM5+%&zVZG6I4LdWVqRRUAvTQq&ZL{$k5x{-Y$_+eBcyM>yULTdE^xMwbpf
zd#Vg@QH9M&7no?hlikgGJT&wLDLzCsR#sNZI=P9=Oo>%o?;mBj+tg~YYLei24_n$u
z*ZMleI69iOp4<W3p9*Z7W2zZ&6@zAk)UFB4dr{oNAq8dm%OTR|oG&y`BM`Wli4qdU
zefaaF=#N)PH=lu(O*=L^d4(&!F@1@yD{_HMcKEc*Qfm}pe&r3Dts<Ul(0EX}IxB^5
z^fJZ2j9j$DQHmII(et6n&;jCw^T^7Wj|yDQTnJ9>8(H%$yr2`Sm1x|f*<io5Wv$YO
z?~an@K2&h0$BmH+s|n($B2;!*(aGJf+#wB@WgSHT*J_zX6ksv;%)}JnK6KPSOku{5
z%mi_+=~z;!{Ok^|t#B8bfxoMb8E2>JJ8U|o8n0q%kF4mSEPIk}<gl)g<pv2ThD2L+
z#yQYrne{Vt0R(wrT$8)}idEFYs&W2=$A58+<e?5@7J6~7R@D34f}xuJk}Pu;+k#qG
z`PePC7Qdn2);X16uZD?qyL)M`WSv8v<bvNqwznLJS+`grH)B<6VB*0qNh`6zelI9Q
z9+^J-H#H`=z+ttW46q`Di<X2?AJcym^{iEq?0x*gpk>oS0&EI)8GyVZ#R_P#tsV+0
zIjHW7%?Z1<|589Ah9HSGIN*QFrg4*d!oJVBT^p10I$h*k{bvst8F!gd&)6$jtB({s
zv4PYbqMmS)^`#8?u2e?;qJ?*K0#tAH=K&|G$IavL{ON-5bx*Jy(ywI(=aLc5+%usV
zVY$%L7quD(n<TOzaOIyxq_tWOGjT84=b#$9mfdV*ZN1-41ICUNv)%X$WYo074wVid
zns5H6#pVXnxJc>OFr|A>kdaVq&zO^@VC|q;FA6`yeM+5vn+ePNw~fLB70{DgRT7Hd
ztOw8DnC*i9R*KgJ_f^*DB#|+O`~8QzA0jw&7rPunjDy=EN5;=!2`v@M;dt{oM5jF2
zD;gd?H$X!5%aHRnortH@wxMO0F)!$d+w{&@U5O*Ggvrr8$`TDG%o7{|{^2t9h{t*L
z9};hDdg|f|I^QMu=YI8(3IjWZkAr+&(v7Odb01>18DJMK|9pwcy|Hqj4hMBp$`%kg
z&@qnd)u~Ro@bXu$<Etid&0I&Ei{?`JVYYMc4a;pW;8Y1?3(C8(tpsGzzbiNPR268R
zA(<~gBm0cZnZL#pda7mbo{1En5>C=qOxWTI64=2!YG@gS@|Br6wDeQE5Ycn67A=6V
z|2m8tGac3AhekxH*Bt{%eu?;)L9;GggtSpN4Pa`JDj+k&R&_V;-7B^&lWB4Rjtr|O
z2$k7!>W_`q*d*nG<st*oV0adHQk<oOUJaPv_^^6{d0Qvird~e+#On=VvbN)wDfa0U
z8`NJ^cKw@apwId2T9Cq$<?=RS#3E%pm7W02ZU&Yc??VW$#-N%Lx+%I^T>l#@7DQa)
zfbAZ0+Kn+CFqxV<tIHO;GI8H8B_}lAxWR;ac>`44BwE{U8I^wTiTn%5@B-o`7%{FZ
zOqm^peTFQED#P!ZvJ%Ws=*@xg@;OmSFmwzQqN4}N2v?QaluTaLdLaD#KnXT|v4XsB
zxNRU;wV+63m^~hd5ifo*>fe}yzq^IV1A7^$L!eHg_(<X%%R-`9q1pTpm>+*d3Y9Le
zK&n{OMIMedv%xugd>lHa@epdU<aKgw0)>~50BE-q>kq=IwjRe+wK}j5?tiH%5sdk7
z&oPq)4W}kr))X>SO5;Z<0QYu)L5FkIn<5I0I4~M&At{kKriFt4AmPW?)h*)Y#5Dt(
z=(zxzz%@4AbSwIWd4%C`g=NK4=)fDU3d+SYa0q8x-I)F64z*TI<-LA&jgx!RVi2>*
z37P(id{Q$$`{7X1hKW?3zGsJoBNh8K=F9~pD23kCbmD<zu8^}UnhDd(EbP7dK&p?Q
zIERE6H{CF#C`4jIqF`w>H0#<n&F5TmCNvUlyG&3bRsHeeNaI2;@zh2+^j&+r7q)lb
ztP{>t#GU*YDg=@hFG~E(Vn8KUCa@yJ^?RTYwxZ3nta_a`#*SuLw>8miE+5PJ-*j#G
zw9!R=64f+{s(lOZ7`Qb1^K+)t(GO0J#K~zv#?k)1%;&dX;<XE;eJzQKlv~Sr?F)Cv
znT23LQ$^^c0j}cdAO-zrEp=~kXLwK!9NwBqKj`HSS9-0x09)(BErr@|Q88DEqKyEz
zQXOuiqbP>(M8DFNRnX(}ohi}3UZYN;%zJXCj74e?S!|zPlO&<<0Xw4ZRCFhqOZsrP
z0K+hkRd(ys)z;^d0HXjE$bmjW5BakX<=O^!jC~ffR$s0{|6HE-Vv7G?oK|bytLzbh
ztK6zhn)BsS-gp`z`4yZ^qkcahyDDg-?aN)nyP$iR&z8?sYt4eeZ^L!(wWf?i)NjM-
zTlNQI{OKw^Q*S^Rhzf*U(C)te#lVD6c`;U|0Q;DFrF5SCW`NsdQQV4X83Q)G?j&H_
z!K1GqSRjf2NV1GFCwv(AOVw}TGsRs3LaYeV@~R89Es0Q^$dbR{E3;dr&3v!27c8z&
zqHndFm6^@9v%K&tR0EU}(0!ruC7%16*6y5qo(9peKZ^<BYC@65Ddt6=j)kyj4iQoU
z8y7G#q$}<j45|{227=oerz8J~e5gycDBW{Z9)(*J6s`<+v@8+sR2@G0J89-o`ZiHf
ztrKE4Jq~xn%W!Gk?U2d_w}j^Y1;0$pf?OLS`#*e~0T2zJNp5~RkU(rd3I92)h*37g
zFu^mrcaUpGo5qQvSp?jTc_<?(LJyc}_cl-xFXoy|64!jM8vO}r+q}Q!d@<0)@s0O6
zpx4mf*_U;QY8n1Nt#gG#z<kyD^pbZu2KB|C=w}<G&_b%K@>n07t_I|!+-#Z|f&UHV
z^acjuBF=xNxqYyeKD8c9-;X4*<hOR0K*4pZ(*+#^Zn^1(2VVj;_!BpDCi1uZLvQRA
z6cdKq<TArxwLKS{_d_Bzh#w@qiW0Y_k(E%LE;|l#6{|D30kc{gHS=;cgE0u1HK_Jt
zs8)oeU*<wdMHtD*2|UtJ0J5sA=_=5X%@~zLCl=|qci04BRMo**6M^aw4X~xk<3O`u
z+xRec_J6Z+F18{M#aZ=X+w_9{)J?`bs9X^34M;srpMsEC3E9oOfi;it3zW&CIzG1%
zw=7cmUfNj&7ZCCMl7!#8TF)jt^%R*DOL#btlFfQu2*Mm|Lb7{*ZMhX3ujU~OR4!~T
z&f0&nDX<ODg1Ll|@^2B1%tMgTY?Jv0oWRmG4!G+WFh-PJK_%PbYY%wG5+ngIrhQs`
zy4Omf)7SvQ$=I|)NQyeUusXAFU_&5+MGh5f$8U|hC!cY3(*C^d>p2c=jwPikt){IM
zLh#qr(|Qg#1H68ln;Q;30Bb;$zt8#@W3#Zc-5ieowVRgbxsea#z7`cX1$yyiq?1s$
zGqK3^5d(gj#e?W|Y6HZ{hby|mDC2f3io@8hY@8ZOQGJnyZWJ7^(so$bwt&oOg%_>D
zT%ZD-UA)hcgd#;Xw^?YnCx%*#{vg#`&QcIOP$G`^Xf%i7S`zM@&Gkr?**GVgz`@Ls
z#c62fM;sJGPO{ys4nGb=3BNBk7<oY;??INr@HaM~_x8=p04AsW#4c>yfN+#ZXn#_h
zF@1Osjlzz*yBb4x60rXmIlSYSih(SpwOTTaWHmpG5n15=*Qftv+jC$Baf1a<KjYOk
z=LkEFerERpp}5(V9=2RAfX-JLRiJ{}rA<EU0B1KNK2UfN3K1dPTh5>W>Xh%SWuly>
z-q&gz7>lC)l1d?-7A|l_Qhr`jZ{gBtv5~xoG9wd<oM$f5Pb|dy(}!Yh$;DW@#(ex*
zCi;PZnS^Gc5{xw572Zp=)m@kDm$%Y=_(3@Ip}<z4xiDT&Y*YL5M_Ry3<hNrmTuLR$
z{3IEeqPoZ|HvvUl?23sLCcOdWxl&1!&o<5lu)AXjVdnv}Y4ci2gSrBe>KhO4`1!<p
z$}5{ml=^>%DVC%7(Rx#>+N;~@-`lZdoIh)?T5Ko~fy~W^;nh7a>uL1@F{|4v;0W_k
zpB|r(`LNKADo{ciWeYwC5!I9uL5F*N^4Zyl%XLR+8?3)x-71(sB*ge>=pk(<!u|tl
zdb4!u<@uGjVk}A2(Y%=x`|5l$6yCQ1>h8k>ojMH~v+w^phJO(bPbC$ji$^+6rMU%P
zO9<kDw-vfu2LdnVP!oY{^AN$?)uOEf9xb`#^^f4A#40QG-#=Pf99~<tVJavs*2`c2
zW16Zx;ax00SzW!2NMepp6{P9x%2WckU>;dWT%HZ?;3+Ktgt}|lq(j_v4cN${c0Dc>
zVrlTgt!8?SGhGJK!&pV(&4K{zM!P~`)BU<>hQ-$8E#gO)F{K*^wo>^=YvmeQ`kQ@Q
zAep8i)!AK3N7==#;@o9@E<<<Hm}DTg+Hy25dUI~8;lk57j7Yt=pK;V?{3MCi5Feqm
zj!p=HGZ}hCsJM0PZH06*>nj$HJ4Hy=wZf4Vp|-Qz9y)!I^bkHGF1utSMkEDB8&28h
z%;?Kn(lJT}K<}6bc(^hBZpMZEEJwUycjs-8mF`QN-*N2tlmL<VTZ%`C8`KcmbO6i!
z&dU2&?x-;cdh$2D$MoM8Kfue|tlE=3wo$7s0bu*fZT5j3xYPs~ab+hGWHc>YQRH%1
z(Uf**R+KnVsJpH8#F))xM#}Fs<q0rPKn4;k)jWh}pe0ixER1(c`)eo#re3pWnlLKn
zoA}DuSS})bo;yxyjub%3hh!$`_w8HzmQJr8DwJbpr^=seZ?DplOcp~$<C<9sNjAal
zEF@=B-`R=!0nM<1rCpOlJ#Q8$HFe15#usU->ew;xZ-IZBkIxETW4U<v9pM7RMhZZk
zs3?Id$AebjBB=)xC{n6ygAo!Rw`B$J)IqVx;|}#;PB&Kqn2<U!6pSi~ST?p_(sL%#
zm(HF%tJCr@5K&-tLS4?n&*8x&X`J6T7QJ0+p4cWaFUg#{`8(efk7(bq{Z3|n)pC8N
zIc8=iRc5sU<ect}kms&>#oWG6TgKns!i2W$jt;h5Q7bJ==t<EwrJYG+4K+VKNjH%I
zUAhi|CZ(7)k^yIPYzl4Nw}ooT=E2IsPw9c6lMP=^u1qr(IBK{DdsclTpz%do0IM$8
zw_5PmZF5GhgiDvo^_qY7fnwKQUp;=d-i#Kx^JJ5`ZYY;q2B96--FDT38+Z>3@wT|n
zK-(n|oabl4`gW~t&^q0d$`E}C-OpFc66`j@i}B$rcr>f7|6*!LX1>PsWpvaWOcgU&
z0Fq0A)p^4NL*m(-LZiqO4I|<&n8<^r@4G5Z4f?}OGh-`Z-<Y$H1>3d7AHGi`=_p71
z6+s;nr|Um!UkqH<`#&=n9H_=Xmy>|Qm`i4I+#Fl}t8#KS_iY~~RXy&Sq?#B7LdG=)
z_NCKz0h;2j5<0E=`X$_iMzNHIzjP7|AsJ&RD-prJ>o#t!DOQ{@l{UFG?2Wocm8kz1
z$h~9N^Vvo^Y9KS&*bAvqZ7?eWVqo_<-}%p^wuPqV8L-_4g9mtWM0m73I}eVD4Qv)O
z<u4!Most?ia$K5;g*!Gz4CFVS$J%I9O@ti@?0Ou1I!K2tYw(^VFEx4IztzAZW?H_w
zMX$C6Yfq*YvQ8A#7*Z7aG(>HbGNJ9`Mh7UVn%pMQ@98Em7_{TxwUc0t;wOFYoNpv|
z4Ho>iy)9sDv|xDBUis9XV?S38`RRqcHYnaudpUY*Z;suQ&B^V$L(Rv3@u~i^@dDFb
zp4DnjP#_q*L)*mcRiuGbXfq2T&$P){!~~#4kbCV<<qR^y0w<IomU;$Amt5ggoW9+B
zHEtGvrL~iJcyQV7h|w%(IA;v6d=@6tscX`W87>^^Ad87OF3{BnXTfiDGO#^gwfce5
zz?@|8qQ^Y~D-+Vt!^53l00zqOXfIGDyh(L4s@(MDc5N)JWvu7Tv=aJ2aCt>1WMAY5
zu{BHrZqi|Tf71ZMM0Q@{_noe{OsPddDg#r0-Jf4ttaiFMy51i)2CNrFrb4A#Q}@;D
z2oKTY)P?>5c}0Jvhnca9f(jlVveLh7q9Fdk|6kB_Ed=r9A6mc_Vm1W(Vvnp9CO~Oc
z;thPEg_YlM*0Vqm03ZN^I%j(|wGd0sHrrR@q+qK4PJ|);dPkrPl-0+4u)oQ<5c|_W
zaJIxVT=l1*iA|OoHd?S%BPjNGh_+Rhh{v@26o3IH<Xx42AwuOWgt1{~JkAKnbhOrr
zEvuU)U(;lE3Y|v-b98ui2X6cBt;v<kgt@sfTkX6-4uLJ37(-fr$%<HGlO)MGbg%im
zeX5f-Z?0$JA{PD7?_Z3BZ%&C+yN`983|(d)Q15CEe~u!}D~1Bh1OWJwXOaSh%Wn>b
zUIfFLDgSf2jlpkH5ruUTC9z?zF7z_RCiM5L;2t}TT}htyLc0FqakBI1>*uU$a~NdI
z&7PMqHT3fI`W5RmI)fe|J#0li>5iqh2)jGJl?zlV+Zb{o)-PMn@vMmgr`Av2J<bj-
zVls+f$?r;IlPPV<nSJxzvcSh4Z7Bnyh+`ZVH}Og>KiQaKfwB9+Jo-wcZCer20SpCS
zP^@58%Uy>?QKEstHQ5?Fij3@&{9<@@4n@Pz{wL;2rq>T)RcZ(c4n#!KR;=tzlN<>6
z&n2&h=Wi^pL2Jx8-B7;+z+uwJTSBIiC$^izMID@SX4Y{%PbTP<rNrf!b4hbptP7c*
zXeT;cuKMvqoo$x5t2Yy+8_u)PLlAQ=-~ys|cEAN)(>=-ePJO)f@3*sZ1>pw$l$3@7
z`Uy_-$l9n0EQ`1AOU)uMV&@Tbi%$v?`58g?f%iZY2Wvf1J))(yxo)bD%@7!a`dYKM
zT-lCPon!_#C<3ev=IE#wOC#A}AFx@$sMF<F-jGzj$c=Pinn}M@D;_m2<Y`ZHi`}Qj
zK3jSIO~F<~OORZOp*obus0DSpoP&^KOlJ#~pw>c2X>9PNnp51%J=Z(D)JK2%div`#
zGKo(YeI6qSZ7MLg9|Oj=_*^{`Tj+wRlz^<b>@3Sq+ELY*b};9EYiHqS&g;Ebzgba=
zM{6n~G|&={U)P8jtc|PpzWy+=F;B>Tz9`rv5@8;J2+4GdBPdrh*s#F#WpU2HbF_@y
z9fGR$ijvliTYN#!s3cSCW(P;{vA9TqP}k(PEyKN<yMxjJQH@9TuesmhckdJhEvbaQ
zttW7DU%JUlZ(QAz1$$+}devNTk2L3+Q6W)Q1|Z)E`eP&nSftnJ4FGn;I`5bum+`$C
zI`$N6*ie(s(MXkA29-ouE<-{oP~Yj=aV)4WNEt=t`v+2BH}E&XO?JnA1D}mFw$1jd
z?I-wZuCiUBx?czKEWRCYeiNUN_3+yp@M+(MyM7y=!(v^a{3>Dr)BqLstKEA?XUUhB
zgq9n80WH_Yh-dMgX*Tn^>W<v0lqY^K(RaQ_HB?9>NyilT4;4L_NKn^}ZVIMQVg{H3
z<1IO*@GmJhkwQ0VA3${0(16XrQ)!6|m);q^1%Imi?&eTq&&KTIMrj9yS31TH+aDD4
z^kSe++fA09wX6aq($8^mOYZOv_1>ER#8pBy!9<VYG7Xpr5?6vbL}2E)z$y0k63cn<
zg4oo^yBaIgBHnhjkC*lHT!UmWny!S522We&p!Tv;w-#}*7gj?G3`MR7@lKh#5qt-2
zhWS0L<XbyulOammx=zZKS+R9F+}C2|Mqk5l4?-^IO)h&@S0Dqm`bq>3LC23}1Sm0=
zKs?ZP@)Abo91nnRYhaDPhQ}rFAB1gu&gqIF&P54X!;OTmK5$^7z?=d;2&&r8<QQy}
zq0m#l=R{bd?ioA=J{xG_uudUJ)t7X5MJwb1i0+~^mAj2O7J-2HW_KJJ)P&fwVWN8X
z;1I(=5wkD!_iboaWyH_&nc<iOaeRvbDswTlH7a{t0YzjJ;-}jnwE^%vV51Saa?wv%
z@(2h9yW{s;-IOFi;oq5UJc4>AR|ynnJET7KkDs=}fOo*ae8<O4&vd(q^xtK^h0?Te
zBGr)LdVXn-5ZcumlWu{kBZzu$+hi;`z1U5_*5m<127jYgF+q%gZm1iPTo>om+A=9>
zQ1m+0MeDd~Q34f?t2>iFw%tbk1PCgHK~`B@4yS0;{R&)9mXiYKPtb6{K_6UKKw25v
z4eXpkwPQAQ{w=ZzmkLcVb#zDG!5XZ>(-*3SPiVB<U=EwiuJLn~?zub*6!PlSZCt%)
zZRS*Uc5Aw;Dd=8BDV=JZfZYfa4zGHkMEk5)-RYtfCWsOoIQ2}C#Wc*~j#<oV({x`O
ziJG>fHRvxmx_`ndcV{j!VVsf3PthpdfPIh*_^+UDp1<I=`$aN;EH2So#JyQd#^ynD
z*Dlh<jV&L0lSi!F3ZpAOrhcE`*wvnYcaB)pt2l7IOH&A>b~5P_GD0W4yr?B#O5ZLC
zdr0-M%q9G;zZch%J|zuOiGjDqRd%8l3w!e9m$M7zPMKRyT`I5&kp<IH8$(V0L8*sF
zq-gV|-Tg<a{_hHJ&8c{-K`L9uOXw{u3R1KEV&>pwCKX2t!KH@-57nD4JM;LuUc<G;
zIBfvgZ}>T%1-B*l_?EVa2z&wIIP0KRMSi95Z;^%ZXzln-epQ#la(|Mq`6!>|yI%!y
z_~>`SpAY9@`Zb^V%D+1A&00UrqA!xI{(C3qs~5*e{O7n0$9@eR^S^?({2E{2zy7xR
zwEDP7_;)J0*v~?YkuR<52m0GlM_F5ZXhXw&=I`h${}=H3;YZ4xp0BEx|1B_)V2ZUe
zE_#SI*h=y~Ri~3k%2B(tD<WA->q3NH*OtDL`%%);K#^<CJ(fKCtQGs)t_D4DXM#v8
zbe}h*BH4NwI&1qe%|~xr@EUrWh3nC*XY>U&7pqye3Lx$KO)5?O{!c;FbXez~f&#Be
zB7lIi0_1{K9Eb}}f_B$uv2a2pOP~y5tqySi8oj6vp(zvNSKbBBBT44R)^9*r%4p+5
zv-XnqhT!JOU-lBQm5QhP=03O%K|Y?KQ8j<323|>2z{X-L9$fG~jh48u@r!*kJGekO
zR>-pYjkwa*S06o)#@Dd~tb?&l;N$80fZOP>c$a1Nt*InT?H9I?GRZgnLSrw^I6wIv
ziuPgnZ#&jyoL1-VIp+G%S<;(=d}ZwU#1mumbN-IUL(R>SWSz?+NxB!bhaleU)yPp_
zTgCR9HQ|U(^E>?8EDOYj5>-c3W)_d}yw}&)50~3>hbeKUG1ErIt?2LKG2m_4K>`;}
z89sgTs7)&n5_tGu_m@Lgw{E+A!5`!_jDcIF#(=;j-B0d#g=yluiSL`7<*LUXpI#0P
zsM7<+tf-Ny7IPdv7B+VMbVr{P9nqv1g*vANUcoJO-jyg5XeEGmQr;&PQAmXR0oJC-
zB8-p14mH8Gp#Ilm{H_LCvR%<*<j@Bm+=jphb<BGh-iTa%Y&^~aAQMoB9X`0p_XYs!
zxlT~el&fLTl_{1HdVSN-sIRx5?dhZMf`$<BDBo<@&iL54>l$NV#^t${d+lYCi5eSM
zIbFwJN&eiTjX7-yD8{V!Dc^I`?%^|c`mR}|&FdIM87yam>oC;_$Don?%;U~`g5@f~
z&ENLKz1;}-E#F55b~dO)FvP@ER6JBB;mhP`q5D@2tv<1&FjkA5ouH@HHDI==)Mdb@
z<h=!)ZEU@r<tY&Ex^AEXq+}Hf;BnQGw=ZcA_|Pq4JwwQIqkBlf>Z!UFCF89(wFF|(
za#D--SZ^Sq9*0hCPl|7Ky9c9dWrp$m9AukiW%{8iX^drX&h7jX-vQ~htz<T-o-e2D
z7-ss`tqfMRB`)q_FMp|PYN~N|wN+yX>7jWoFquL6(_<g9aPflWhGm57AE>3SJ09C<
zsq1(2l~j@}fU8E+>TIYWl9?d)SljTii*<QZK8(PBh3q^i>Sh`e8}x-1DzyCF+3OcS
z7}V+2LIXvQe~!EK5@Qw^dzT3L59gsU+_&IECW0MaaiO-c=jRBiDD?>Ww|IcIK*xm6
zi6(b{Egb;+M-x0osflifdFaLIzDH-*1W?<|+N%;syta&h<mVMdRYOjnriTn3LayGF
z`?mKL8O0}`(Y(Nbz+$o`0;OIY&_Uf;>LnxN;ynwSL+FVxh0GZNb+JE+7UqW)pT(!u
zll{O|Y=rb{BPgp|H;}iT!5E7wLV?e{yY1GOkb++Jy}}cqcm_VTiC3(kBN_v+utrzY
zU-aB<XtKR>vp4Fp>})&gfz-akWt`l83$jQo^EZiXqT1V)G0gm!kv(*uwhU0bRZ%J%
zkN#Wx)5fADPpDTW3pK%ojh1$kDo`r-#9UF6h^EEo)q|FFmOrFhq`t&bQ5+I(a#!dt
zh`g8xi;@~|lEqd=1q#)2T9rSC5aaTQRWy{pV-8kCwJDhJ9M62&z3Cj%AwZKs!j*uz
zzZp;~N{b4LQ}#cQ@n8K`n+4S}wKJ*ft<mH?pmUl4vs^=|XNBZ&VZ$#(H+xwtr505=
zX0i|}K~c_T74L0Jc9nwVehMX}iovMY(7KKpL`>zE&Rm5|&$6@nc9Rf_$ul5CDbh5~
zph$r>pMR97z&YCfk|v@GAv}x)M%mpQ7Iu6N27obxj2KP&YNwUeHOMbWV8RaJ$Zl1Z
z&khveQxD}kj0)_jl8*jr!>jM*nt%YGGsDf-JQ|&S+e#HU6+p&`Nxs=NbTeeS;(?pL
z0++#5NL5~P+QCf2sf7GBsYNfsm;B`LD-n#H&cE}(V0-v0AtQBcnwLO$W6kok?RMr0
zx`~#YGWZR#kg%{Ld|KdY&92mse%B)#H)KEe^bKyk7wn%L-aluun>8_5!gC}M>)D*s
zA^^DAs{<zjG|Bx7ITN{DO&mqF^wCmV*hQ(aa~OrRCHFaRjDs#8#MzINJHThId(8w^
zUT~jM|98g8#n{+V%Xc8QLO4A^)wRhc`mbK$Izy)98XA}Ng7nMIGz!_k^%&_TRrb8~
zq=b&DxUe?5Qv0tTK<17ZcfF^h9mnI&GK~-)YV|3Pz2cV%bu*&;Z;|(I6OBlOAYCis
z3UKWJf#oF&6Mcp>jaD|#1{n?xZN~GYpG6C0cf8rdAq%krXDNo2k=Mm`6o?u&<+wIb
z)AVX%-BpGRc}d}M9g74~k+<^hD>9)>&lqT7R&zltTzKuirxn3`tOhM4RM<L^gx7=V
zMYJ1Z+Sa<xGzc4A+7r^eb+vXSt19ed(m~L;NR!5z;!XcC=#%VOT6aSX{=QRBcNJ9{
zpaG!-&b7#|5a)H0tjk&E^X0|3H%{SEoZHCfk%#<0DxdkkMC8pBc(i1U<%AKRs~oLJ
zI<!@%GKe>!l9P1I&nx+i_k21HHl!j1-e{MnGt+n2O}21Rie8wlq(WURf}<)I>nnJ-
zzQtWh)EwmR9N^MYe^E=_L=(*3|BwI*00;m86^R7}|C955S1t7F*X*eu?6dE*#ru`-
zs+#8dtqba`-?ou|w$;9(_w7@@oe#(MTbI+TAF73aw&(q(PuQvYbO1GCXCkQ(x@Wk@
zgny_6m4`p4O}Fx;Qipqj%TPX{mo{-{88F1@LuG#~f<Wk!%n`viE|-9PZJ}nIHt;(g
z#)#+m*TJ$mwV&=|vukYd>J>R&itLR5sPB4q<_GMgZ2uqdtAkv+!lM~UVS8tSARs<>
z%s^I{{TCvKS#lf!Ok5K%O6fIR4M3Z&T?&;u7B2nw8oYKAV9faV)|P${H2v_Y0RWgi
zph17r!cbEfJ@yRK&_S3CP;_&qIShRWE|2km&VG9sS0##oei?e!WoeOe1iXF|qrJq8
zffxXqTL}saY8%s_5Xyvafmr9)jqE?j#iB7)q=poFuaM*1wJ^%9N^mwZiO3VIt+%X`
zT<F!%_vgfgBqpc}0UBElHCIC2gh_*whKatXn6+*V4@#^2tBq8Gj)q%DMk*F;rAW<#
zy}f*1xS#bg)mA*MDp2<eKE*oeRD`9^eL`d2j76a-*QiR(ISem<=fpKpAv&?{o=_ha
zKel>cpudwAxesuk5cnk@Z@Jy)>U4uV!m^p(;|WzVX9L^L$`q8=0qqnnSq{FA1LgWd
zVStpOwx*f0Wp%XFA$Cw%_~9f~{rjLrhs%MlxQEN@BhF0xZ_P-%=BRi#2&w-4ls8x>
zZ<^A*Knzl5olTyeaFjQ;v!Yr6Du!p`Pzzf{%Y4e4+L^Roc-=<Og}n{T09iV;wsNcr
zV|UDT0M5!g8tg3!gg9i=m_?!~1gA-{QW^{XhoDYcp1UCdp+?36z9D`T64ul8t1!F-
zDjfV)WJngpRH9nmQ_)?|BqMadrVy<!P)H}n$QZ#5BeRpI&c?8R<gI@qd|qoW66tKe
z?Fjhvv+JZ?lK`9%?raPi`yw|1H^JzkpzNUw5B&`1rq>M69%~-lTSpE~7|1M>2YVL{
z$;7MiIN{NA?b9cAr`_7J2F*TcO%4N{w^2|iIJ|)D0i<(!q8)1E%c|T)=EuG2ff|a&
zI;H|DmHZ1Jhl#?`>Y;Zm09cJWk8FanOe%~yPK6bMFv0=i0oQV!c-?$e2K5N*=D;3N
z6@j#A!9Z0mdC8Jb;lhOV6-eZ$XzEVasEUr0RW};s;fvE^+R4-|0lpJAWH;Y?xO#TI
zf}xzbJ{RGhlaL)Dq4Q$Y<cX=~AAxXZSHZ}qhaIZ)Rp3gWMhNLx_19OXoMl;6MiN_X
zy6yfQ{qC=*&c5z-W0v?YQz0r%j3(0qb-PE=Q`74^C4X4H9Ona&DPwZ~Io&ov8tG$T
zUz~OiyexCcm6c?ka0>ydCP$Hi>rQ(QBn(LxyZqbD+?)IQlD8sPpRT`kdBU8MA?PlG
ze077G?~X0mL&F|l3naZza}Zw^+HD(618Ivwv)~TeL_g*VFD--g@O<3qg#%ZLj&#C?
zI(<cJ``=a(4DZh-QpL&3*&K4ER&fQeNXCsI?J;gQN|?KJUyft!v4z@pB>YhG6#>T^
z$b`;*A`jmR4RTCP5is#?z;*_<0|nax=M4;{K3+KN{I{y}%pdb`7PKFyIz;MQKLf$P
zr0)^ynvQ$e6)vtqLZTu2!JF1^A&5?6bBg}KYb&_^6li0=tzS7cH_OvU#CJZi9D9#)
zQYLNCwdHc>g9xym6@RiyTOKY=bf4H|#Xv{)b6^P1(7!CEZ`6H|jV;(!r>muf`UhPt
z4lts|4ee1Nzj7<oW0K>!tVJRgaVodXi7?7I&LSs<TXq*JU+c&yAO`~%QGhW-XdBIi
z`%I9D20aR|+Df8uCufLAC}i(8-z)XYe<_2)z55(j;;J<!aGDgncbTNFNy%b`+s#WS
z^_qM-;%Xv6vsX9<bG=PVEhGz1y@wO%grKl1B#wTxtoEg+SYbY95DUn}An6gN@JBA;
zl(KG}<KXihPE+BvE<xFdMy-$?CF7yIn}xT8w(z9m3=mCj(M~_;2UPkH_Iz_dqkMus
zfS<fpAYbNu^&oa{Sk=pBo#^i<xO6G3+8sZcfHcFPsam2{(5TvyyCMr0YFL(E3SrI%
z4F?F_{YKD|Ye@vZIPYoHX5$sX%*JKrt3+y&+&LuzK1n}y(@eI{cmEA#K5M(VR(H=r
zuiCDY?UPTeX;E--yaaJ|FLCGIzAUuSq>?5@O5ZJQFbUTi7zFj@IL(8mPN;xswVXB_
zol$dVd`iv1DY<3?WVKy&Ql%T&QH*Cg1(1f`D%^#=0VSfhW!HlWg}5h|ebQ@=A!v`Z
zE)trYcXO@OO0};jznK%CRifY=624$zW0XK9Xb5VK@Pm`;jTv7cVboWr!I#PTc}cDg
z24O`BvXgt=sxcg`RYO+EtNE_8n8BpxkF1rb?{fU|sV%z>FB)bZg0hSZ6YItE-;zA+
z()y7iXjk0mqC+~nq-XnEgET3Xr}`T9Svxxge7D};=IV^uS0ym*yEohyA^3BL`Q+)i
z{24fCDkk~A7V9$;Oc_&FUu2!H7Doc`CgTlw>2zvftAzMI5Tx$7B|CT~E+NDO5CBnV
zQPY?+N(9xpni82ZwRKwPD(;5^aj}bN3FEuNu}2WcW8nQl9ogT6uGuMUj@`QowOab2
zHPZ(&nVDESiN!(z`Xs7)G&ovW_6N#nWx3|+d=@r>TkUvG=&a52{L)vFjr2nAM__$*
z&5hybroxFTp7IE16%LA2{e))M4=vpxc%K?q6;(k&*7Dt^U76(ALm#?6(m@tpwzjSP
z(BDug!JT5qr4=6x4Lr}g^?TM*vaJlDV;;*bbAGQKDemn%XzJ`3VvK-(n^kvYj)i8>
zfQ6Dm6tlavkRuaz@JSN&fRTy~2%n^c_Um>ed*-sE7I>9mLK!^g-;kvNWzlt`lypP(
z@CeY8a-e_n_%U0Lt+ps;$AOXWsCt6nxM%)agTw_-A2o=XdP=&Rh1O%QQjcye``d#P
zOSUHg+jk@rHxR!A&~rHb2NiIBYQkR~+LY=}c#{|?b8EWxM8MSUX?&i$Ox+wjr`3Fk
zmhXf%bInwK0D$6N3{#7Vm%cO2v(#O?T&$BNEk?km_zH=OtmaH{!9m@F%qF?A(yU*6
z?;9xi$!<m;^9*&*1FY6bm-(ef)+Wk&Z3WO%<=agy`Up65GcJn3Sf;MINvs)hpT@X~
z`T)MPT9KSxs(Y8=vg@mQ8mx&n97X!kjh?D&0E4)up|PvkalI4mbc%<IAXZ%6UdtAF
zrxf2mh(AhXV?iWm@K4TV3a7>oILXKyx0gPWAOmF*1Awr}xYvDI^_}5VE#`u-MpqED
zP!#I#_~jMm7Gwi8bt<u$AE|USh{tZxw8uW|Qr=QvUcYUHHq0<DnCK;#NcieD$Yvi_
zmGy)CoU`;(e>Ci<ObOKd%>YCo9uVs<u!X@)e1d0`&8e&o&!#K?W#yAUvwzt8SnbMM
z123GY)-%H>i5p931C2Y>h0J~}yn)N&C`p1zgd1<12t3UAIVx2}mS!3O>nTu~6T;*L
zp=vt4`=`wzxoN5qQph+8caN)O!<j)<iSJlxcrOXVT8}7KO*4~KE=nmEmxcnE+WGyG
z;`%9*Rh0&HlwYtIy>O9jR@2HlQ@m|$`;;Rw(s7FDp$e8PEV1~UIR%lzJX06xJCL|y
zw#?Q})F!^O<*j3GxX=-Q2*(u@O@U1=#yF^FRWAQnAV>YY_=n}@pLlwOy4yr`w3%da
z%?e^{Nr9>$L#YA;Tj<ufzlZGQ+FG6u#m)`hj-5@A-5H$ZJb=(OD4oQtr((TVt?ug&
zDEjPSB<+0=NxppD)@|nGptUXC(MFar3Uy2t!ZRB23`t^cn@Qe+Cq&lY>S%|-({|}i
z<KmNs`V(PQVdEShpP(vr4e+-D4FH-*-FWwT{k@F{&<rtuZ#taM3(IxwkD-uKtS?X-
z0eL3@?K?aben%9)OfU*q6NgbX0Qk(zT11&@=ZHEz*<t{m{91}kPBUjQ*gms!Ag1oh
zoEz{78b%N|lq<-_g4l0SeC@~1W)o!$QC30l{*lS&%6a$~fO#u)_@ta}?o~MZ#yLmu
zI0C^_wGe4}3Quq8&<e7PB$S>M>xMd(!fr}Fu+ViL6<*DuF7DVtJ(Ur23lSFV!1x6c
z%((-^oS2Mq`Qc-rN$@|1S^OH7dOzc=Js<owcS_Gkej4vb;Ql*b<<U#vzHh;*encnX
zx8Og5^5(7hD<9yg`2yOIr63oYno(5B9A-033Y4SzEY%h6d14sXtUT|+XepkN*ssH%
zr|;_axAGGx93E#kX-8`U&a7*htA>T^kH9a!s|Y>BYH3{%f4b-#`JQv+sbyeq(xKKw
zNskC+BMWY3LRxC$^`aQ=7nr7>2+yrrK|4}{uP9f#U5XUKI!ql;Jd;K#gtp#AgfC)N
ze%cl<zo8z6kb~|RpxSCeAl_qOkvq0$(JC!B4svlj7K%d(yRPF3u}n1{L03`X){9lJ
zZWtAXq55t^fLwKs45M3)M?FlG9JEQLi?p|kR3z4r`TTkh6N=C7BMqlC2Qx;ga_#PZ
z2NyR$dBgHHtsB9(vaOjR)xD_li(ESvibD#!u7QHuQ}r0XjT#Sf-d}a~5AETn9&v=a
zw^3kVbt+nxkYUgc6w-H#{;sEY@!DftXZD)s;qUj}k!x_awHrGYibD#!uHpqb;=ags
z(9T1JSL!kEt>i$DK0uzFK^`a+RL6u=gj)3w*>v8xs2DBhN{<CQ7K%d(yRM|p^SjJ8
ziabs2GJxnZ%D%asfc!FcD5KUH))sqzBEhS1L3_<r>^K%O3LNWY|0FN)?&_4p^2{&g
z`R@k+RN_p~x{7VjbixDWAru<iN+^1SJ)!p=mzz2luP9xjBcD>@IQ>`}wdN~_hmyFq
z!dH~I)@A)JI?P}clLKkxJ7Qduy6hcE@idQfmdog>){<ITyG#vvd#o`XZ_rUUg{<)b
zI}w5ZZ4+z9KUZva<Vyw`9T|sUIYC1{sUE8EqSRLQzn{c|0i`*z;7YAgt7^7@`^$2X
z(8!>)_f>))n3HRIIlJ~GP4?q{nd{Gmd*y9qZ_Eif)$znzYA?uv;*rT&&2UfxlDtl)
z%dd|hHk))KaQ{;mW}-H2t?-ka9QFPT16L=WjxUEu8s%B38=-$BRe~%l{}!HX%`jkq
z56Il(NSja8(D_2kjL9a}oe{3ZXJOsykl{rTD1iF3SeFehED%|^AOrrpc_V8}(Z*?W
zwL?|r&Bo~5tRd?d>wLcCMXl*z9@Rn5e_e{B-x(XLg}d_G&i4a4m`RJegI)_w!gu-j
z-8MshG$D7s)C`tqz|m>xp@c933VmPwHnlVJ&!%ZnOuBK#z2WU)W3EQoxvEXWBHwzX
zgptJ=(c%R)_(J^_h^p3h*MOPYz(idKMziGgX0-RmyVLvlHY~si#3eHE<nO1ZmX@!b
z#0RbC;g7LJY7OVs{El`w%Xl^G8>iK1@CdbEA#>RrFaG}3+}OMN1{Td56@as3RW%^(
z+g3#dQ;|Q%I;_{R_2rNWHlt-=08QZdJ(oNKy3OQO6{m=5EW^_1?b0n5y%5@~$exCY
zWYNE^KW0+|m*v(u+4uLXpx=v{D~J7&4QUz{)(<W;G(9G?D&5t-&)*H6kjpCg;d-Fq
z0W_eF?R^}=(=}9kiF(6*OvfoCh}c@kw^1Mb1c0b-d}iE+BN%fSA(ildC0;E|G5$JR
zANeZxz@8Z2j+2jt`6|)Qg8X#X`ZRU&A1{uJ!2TxX@MsV5)NVMw4G5H~Ca2r{$K!6i
zra{0X0si~a$!MwNN@LyRTz=z2cLAqcgw*$s@l))iN5KF*TCFow5weuHbjo*avC96s
z$sJa<Jvz@=5YuL|3X6mUD6G~f&hN74f{xp5W0(T$%B7>MmK<l$=i2k~IXl9ORsTU{
z8bbrWj;HB9hR(ir;9Lt!^dmJGf{xhI{~3-PY+&(5#z=`?T*|dzbM}}S0}^fDaCXcw
zUjR&Wu-Nbe5^wNe>AG<6AsHY$!i&H{Rm~9n<&qk!BU9LbigWi$G@S{&<cJQZHOjB1
zQk1@K6fMdzo(~%<&T3mR=bFzp5lk?#W1&l?t=d(K1<6`S)U_`hV$qCbz0nSMfbL*{
zWe@M&S>3KdZMmrjlfjGH&aUK-$7V73JHm@NCmsSDb|V$QM~6(H<}nZ0V45zuuA#X%
zG0<$1BMCsgvR_)!KZ`l@5Bj=fU3G|;QucBO5nO&oR4sA5VaFzRWVkJb@3%%|JHm^_
z(Nj8o@EgCsLOsWdaIu#&A-jmXmHsu4!1=c7i!a;KikJE(ApAC87!D-HursdZ<3^W~
z$4&Kxg4mq0iFbsn+VFxl{|jc;h~0&T&;}Rnb=(sKMvj`cEt<r92eji2D4?do#H6(+
zQrPJtUcB*lqxWAY&&@|MCKrFw(U)-}RQ~M&KP24T4Bt{iiTxbC+09CpG#@&G1Q1Y*
z6~sRwq;GzS&KN(*9ELI{2=s6`eJC)<`r4mzt>|wp{{~U(t#%wx2hLmUCF~B{HR6|E
z1vdJc?^)ns?S{?;hHqe>>g#Zk1j~6EOa1AWg5*IeWKZjlEmQ_NdKURjFYaVAX;qX?
zn9XOf&=Cio|0(fu=TZGFGmL_o%VElI26dq^*Iih)&epuRrGo@sKFHE>YXmx#sU>^!
zVUche$8aP-!|$!5Tkc%{MH1tq4NBUvZVl@;<jmcL&hn$81VnEb|9RSDS}I5-AS<j%
z)av`*h~2p6MDg8ij-8r@cL<0a-Y7#rft#4w&A9}rfjTj)IEXRlB^hrhK#n%y(iQMV
zfWld*@?5=Q3)BkW_s=9d=}7SvDCMA#=Ni+fDtOt&wLGGFxXv%V)-HHKdN6_be-#1d
z1J4~bQYfsM6{3syEPW!;F<oH-rA1pq_c6)DiKYuZ|5L7=qh7Qqq}nalsHjO;ux)|)
zxF%dQHc^pRTJrSs?-b76$(=<FeY9U7HAgmIg<|32f7>)h!Ha2AQ5F^t#$Ow2TcWp)
z9BOXyRf8w170Ta38OFF*(wzs;!*KpeD=G$ZFL%dy1>RYroA6QViYVVtLgfIaUrO+s
zCmB*8{iOmO=scWERJIz%_F`!rN6=jU%%_a26LxuVZy2EwDDT5l^p^xyL*2J2VixC?
z0Ao?1U3{xE-9ScX{M$lKs|~_I7Fd#U)GnZzka!bcT#4NWS&ta$G#5IpO|EZ2i^F0u
zGZ8*snjC;Q#ium0z_@oyUlaSa_5Y9n3IGWJ06TmI1^<)x_)!00P*?4z;qu)e_zZsA
zr$@*$_FlX9Z-?ya27NE5&8IJ@gZ91m_qShVDQDG4N6lD=$W8n$Y@aZ%)o%CMxWB)q
zY4Rt&eQSNg^Xa<t`=9?hj<?rHPol>Uh?DnO`W_?o+<W!ypX=!|e5>!LWPYK4*5HG|
z-x;*`=zRJmqwWe$#?dTA5ioh?XfR{t_u*!im&mZ{Nu*<AH~r)=vPf)6u_(2nC#AmC
zATpFD3HZ`@8@JB5)I0C4|7eLF0~q(k98B+bV&TX<ItK@f%2H89SFm#!@U+cn^jkU{
zlg&;g!&j&z#dvl`9)~CS4R(X-q_CJ9Z51I<7A0tn!3p!8ceKaY=>-H5K&YzQeSq~4
zPc}hk2zyfC8dk|LU{=BdPug6%J5shGH}$;$qW!dI$Ouk3uKjO;;zj6f7W_ieR=^<a
z-tkR1uEOnvr2?bTqvf%%t#!dJy@{I{1hOi&a_C3(2>x{Y3EUd=Bl$fRFi}i17@K|#
zmc?PQ^D$9NK&kJqLXVCZ4jyoU#|E6uoVkO7C1y|ZZ{T)cdM~hF&6!J0kZ5=4$lY*|
zJ0Krj(%@#|at=+U9wfm2X0=xgM&1^aMP$P}kB&0}qklbj=d#Mh-Cy4<m$)!hJ6yh-
z?74g0@2_Ozm4c>AOz-%8Q5>9aQr7D_pHG-Mew|%r*1^Iwsj(yB%t+ZytvT&B3G#z5
zM7%UepfxwYSFX26x9vBGJv8~k3<m#F2-&dE+}l?LtwSn`g$1|%I}6l{$a6|(J7+ep
z$j7=Fg|sVzf^S{dNIfR8ZpmR(%*or<akS$_GjEd62*lFJk$Iz+gNUc52P72MgzC}=
z0=TThZ^)jF@|xA2qgxe1_xDRclISu1;V1Atu6Cvm9+1QqQUR}}Hvvp6v9*KK;g3sZ
zZNDk%!2*W9rwwsnY#;ksaz3w8&jd<OoGk<2oNK9J17aIxNliWM1LlU#d{qcu`opt@
zwXXIBdu`62o3_Bq&K3k56QD0fj5U5+9jKJdw17{_I_}nM$w9&MGP$i_Y>Om>T~hiH
z>lp&Lhz-5FSs1MO3{gO9Nzks+)$jE93Xtat;fLS)J0J0XnaWG@aN@6hzP!5}%l|s{
zSm8QGNShxC6{9FqZCWg8v$2VVnL*UwxTXH7RXzf=fNXQ~_54P>5|rwb=t9i#`p0TK
z07?sYt$fjCWgGdfGRS+$5N6XB_pgKwUXlVf_*`!IrHTgB&b{K6qCp(7459MuK{l<~
zubQ$GGqFJ}^|+r^Ec>~bi;NJ8mb|jZ6jGZv){E%Ev!T76ZK5M5rv)r`)QQuta}1AT
zCO-dXrD%a>8%w)%jFzxF*?3C-3Rmq7JKiXFlYoQ|M`i2e86n@&>>v%OJxFX-{BCxi
z2?Nm#AXo8_g3j5IUBWl$_yo%j8f-al(FJpu9jH|ERJIWJof|_M<;6LEanGl55<_eM
zT6R&Sn6fp`PflpYf+z&!$i9m2!gV}d7e^ugfZ>a{?k|{DD-&y;KmRJ5e43UT0e`rx
zI<`kxwP~%Eoy`IbeZA(%5~4%<GDXzxd)Js_C)vzn(ePBle}AlvCM5DtyUe8-Ozh_L
z`NH6Nyb1tWH*^U(rBJ22qa}5>qIh!l98$zq5Sod$K`;bGh;d_>-F2j(rm)lZ{eV<8
z=boDvM2im)&v&sTGzN$RP^dqC#qJ;m1LEH71a5f)lGnBB{<v8<tF^SSol50BvuP(i
zt&MAarQv=%M1XpG#x9)R$(r9~oT*bv_%zi3-lf#MyX6Y$*!P_5C<;}!Te#Kb+!dQj
zPEEFsPv2txf)^s$5OJ*M@p)P7P`gxPKjn&vv=7Wu?VcyA3tG}jQ^z>`rv}J~|8}?X
zWk`efRkGtRjr`p*<xSwqaNtbyLfG=k&@p59z?o44JnVB7AWtNc<(OP%>;_zrlsdhT
zj4F-yoSQE)SimM-o6OO#75-Pb3PD`Vu|U57aaeRVk3`h@F48K&79L@`=a@ccuGw9+
zo4UD5xGLoj40HbRf+(ObLp<?Qp>=X{(7@t1dpllfqJbj+TC%j(>NoRL^RW}u`p$rx
z1+$8+-h6h*P_Y$<4ZL3fEc+2oUI@K_)nr0qAK(^}yP&;b=FSbi3OWcCSHupx6nDaR
zkNT!lj!;MY(<v!F;!;9A#RpE4>$;1fI<Z!H6w<hyv{s9cwF$$NTDfBP6b2IKj!5~M
zSwf9*>D-h>6_kshg(rAdji-ekRlT!ZnMo`y(u^~cZ}X--$GbyH0cEH};BAE>E^7f1
zo11i6_Y0QyDw0<&W%q949Tn8)OY!}3(sGpjmQz=%2)ud{feCyV3C3*j04czb-nd+h
zBw;n=yVaXZSzyqi)*VkACxY8nP%Q`Ps9v2Hj|ho&;+8bIffSR#L@a+XFP^qGn4QSZ
zVg+v6P#+*pC&Caa8djThYlJ5C%)$ih-G7U!CmOraaZ1Y+oxt8Lah9#5%`CB)2y4kk
zsKmD32IQi(Sv2RZ`QE**Wn=*1o;>LZWbM3$R3-)l16<PF`Z{x8<p{yu6Oh<V)$%9x
z#OkMNwW8yg8pAeFFMwAJh|2V49!3$QB&@XRZwq_guprmaRWy|22c7(j#Upyj7<m&p
zB#-0oU2rrOMkyamrY=QIJlt*TDj1G5IgY=S!;&?$NH~v>-&)Z_vJ(hOnc^*1ah|eq
zw}Sv&rQz+NpXr`BoG>&pe^w0mjy*WGfxg#&s<8%pwk1b<<O(lb9>&PlUs(cT$th>a
z#}eR#Fyo_{dV(|Q9-LwGIFXg;^vt#*Ld1o3imluA{EI<f71zNYJ~Ha-N%^FgZ%~*a
z&gDMTKf;e?ZAVNs9?1+!?6F6zRQ;Vm7!5wg^F0Yi@oMRevd>>d(1}BmCQ%GwXA5b|
zhnlLehc>$x49o?yW!(K=liY32;WS;BtK_AC#KI#nMxsSy7dPEsjyDdbDW*>^i@foM
zI2NcpqVHN50=*AtFG5ATDMeXw_lOyAser((&1EaeA}_|ei~|I0wN1$<GW>1-ah~fO
zuN&ZZ!mSpJbj__wjh0}n4f*1f)KA6CcBAIRM)+YwVh98^I>qr>j_MVqQy$ABfNuXJ
zrOkU^Wxnh8-1W<!ujhD0<JF<HOMa25!gi~m!Pdg&)}cmntuO(O+1yC>i<S>;mcbmW
zGVrCf^>DxqBX}OLw9H<eq#*_=a3GcYt)`+S?{Bi@24i4eqGdb9>g$+s@hr$c`!F7X
ztxH>f2>seENcRoizVLbhJ~vZzbTi_jgA3SrIWS*%2?}N&_6VNAq2j)fMIo<@7e;K^
z7N*1bvKVBvpAM%`Rj`#VMfL{PyX#Q9`%;Q+gP!4*_lD8PCfU;J82@Ur+I<{GkdRZR
z0AeSW`7DhEuOE{j1c!k{HbaD8-<I>OfY6$hcg>%!8pHXK2hZZo2E69xbsPNiBY`iI
ztT$Wly$L@HI-C8;uaA>M{q2f-ma}E;&%lTB-!b@gq?$Ohx<Ok3G8KEZ*{<hCNPh`^
zfRh|!4lReUb}D7Tt=`4&Os=T-yen~5|3-mw>SD-oiDG>oCKVf%Nkp~adQp;z;<{+8
zwrKvdg|=<DHnCyxj9cfrp7&zp&lws+S|_dNm=4J=qY?#_X5p0=Kj{Rt@pivNVvp{E
zFvdieBO4{^AQ5s&WaV@{URoNwj^N5_j><Z!GP8JxOFU2-CD9VYfip6axK+*nBI89%
zn^(5%nAd+qKf8YhrlLYI7?P>Xch#6yXGEc6t0pWFS3)EGp|U7%jW6};;9-lkk%(3^
zx543ZF?v46%xK1Q{nlg2ER#k|-E^3WbVGLkFeU;o^qJOPVtXCW{3p2V`33D(N|m~+
z<KLha3us2Pn`$P@sH_d~eX{JUf4#r7%%Pe7N%>l&>4K21kZ>jq;AVaZ0!N~LHKrsn
z&56>|LfKh<1{e{0CNUzTac9^DIZ^(Wp@`7`Z`AnF8$NpHo2)E2gKYvi8>Mnj`p~{C
zLwf12H~YrCz)zGi2~n#!<}&TN*&cBfmLJi07E>U23mfyu-UOjH!P1w(95E0Fk*7GI
zy_W95gYE%ZQ|k!hUQdRF=xl`Fl%41ZPKK1O)?HRdFFrctLTA~>vBzB<_uwyz4W9$B
zq&ql0k#;USXDr4X@7d}%y9+Ba|1K4YIH{CQ=?OHJv@c~Lp6UDOZtVXO-mvT46*0d2
zKU3j_WGT)~TSiIh`6CE>GEya#R)rf<&GKOJj|G%rbT?*~*wO@q*rud8lTSa>;n1Rp
zFdc-Go$o!_kVSOZU^$Yp^-_7ng2B2F#)U755)B|35W7VLB^gY&hQGnxiIVIx?xgyV
zK=_&3{kcvh=nQ0z-jYk6beyxfR=R_k7N@V%3V`TKCxB3N$`VfAKM0T8%#8_{PO#i<
z={oyR?)X(glCs7QkcyF{Nig5!ZNfJ(#9kpyI1fHYLb{{YKP(m!dch-VBti7x@hL~C
z>$N6wtSq>iX=!IGQ<*Sm0T*8gP4QYCf71Ah_3e}8po#7ci>toY2K>~UD?WdTez;@t
zG58d<<MHxhh7Rb#9S)^}7XJXXFvlEto}NmwV%tB{D4mF0EHbiZ0wJx<jInv36w4>I
zs{SUOazits^;XlX5}xIu(!#`x@>?YC<Uq&XoZvho#rIzfhfZAz40wMPsGcizvi%Jn
zgGDXHAn)I|iFQzF!@T}wU%h;5Og?&e`HLk7s2@7^{6T7+IMYHAuNkns(T>>WwKk>C
z+`*1*PKMS59<2&qu-&00B{NFP;Z%6Xpw6*Oq-QDc$o6qfUi7<q;ThQ?%B019LZXsi
z7KEV&IhVP!EOWLhvZyWLvmaM_FR0htGZ5=n5$ggFnGhju-=`(}D*Gq2FDNXT3&XUn
zz?(bz<S%5Vrdd3Fz}y%*mhRd7;n`PB(N&5CotEDJ9Z$tJ#nKc3G>(bZ6iMg}PKzj}
z^5wE`%Zq{CS^0Ma;NCcBN#l#y$Sp8CjWJ;h{}}@gU4G^+2EDj*207n=(z}vq^Y2L9
zz<V{RpkDT%vg9`<E+*paUc5`-B7a`T4I|7^YPL+hg?~UDbn)%{IPZFR??Xpw;t=06
zh5Dc-vybs|iI|ni*Wz=0bNck)w}aBu3{ce#fa$|^R-GBNaFDs9@(Zjx+%3kyMPEl8
z!-FhHz<iseGd`yeWI?(s9vSGbhy8cjwWw_TkfH_JEC_*#HL)J^iEhsB-Z6>G>QZ-%
zy5UkhkBVJ$(+c9-A!hfH@qbKG58#dB^|G))++nc*NLeF-#fGJk4plOMWAx4Y`!u)U
zfl`&zf8f#W+(Y%UbZN1zzfYwV$74)Y@Ge9#Xuy}u`7l-5wnxfpL3r_B*ERONLfbto
zXJFUtGf*!6YcY)rPgZk6dnt3wg}n({iK%$Bs^b7NKkL4zZk)?<L`;RYObJYqNiG(R
z|1wo-Rii)x?~->ppLr){MA9n79Dbg99Lpg}2e@hgN*iCy!~avsY~LKuFNrTA|4G=;
z`huGP@dw>L;?D1!t-eb?Bp?7xvkc;4xVScIpYccIU<+>dHYN@BQNV*Wh`Vko(*#r{
zPRp-8-vrd`i0!lI7iFLZ5@3>q;^>xRoz@wGV#&kE{~rkSDT=J-rh~>(??@HKuPpEm
zClhY0M6w$RSHN83Qeol()t8m0A&;gjt0izzVJv#KbiY^b)~^!$J^WsgI#aQh@Vn1i
z=#IihKVR{(NC9Yzyx}g}h^Y7F8sZ8n5(KB)w{8N{Z!BfAy0;*x>$+G%UQ!|3Vfw!5
zJt@<w8;@-xX6$l`bsPYh0B@j)m^IAqw`PyNzIayk{nO?yT5>FNk&I=e++64LOz!)Z
zF9YQ`$dG%=uMj=V;X(x%Qewc)qQ%5!C0Ji@P0%2dkbeW;gQqo<+BW)7G==XK;i@pC
zp!-)wvqRbR1mpzEnKxVUmfXYj7|dh;G%68&430??g<aSu$xcs1Wo&0dj%WoG5%QN_
z5Fdp&JE3?u(!q}#tq(lixZ|ZY0ERtC$qD%z_LWbUTqR@l9;b-Ui5fS8Er#f54HiV~
zB+NT9;ax+l3LYJasqx)l)(!~R8A<1HOEJ}xGurdhmG1OsTH1;hiHf+v26&YRR*#`l
z($8D*1(pvTG7KngL3NEfH)nle@#-|}QjL#`Hn852;AP``fT*9G!^^5NY_Pfq77PLB
zv1DIZYU4^B7u@uca505N_~Zw^ZXZb+W6V|IdSDh_+H)0x=emTF@vdBg<@`|4kT9<8
z0~w$}t9h5?uq=Vfotw14!kb@pLRBu+=a4dqBY%=2CSuj?rEb#!FkxnvS2Y%~p_SBJ
z#KQ<l!_$Oqv|tyWd)!6PFNW7cHOqmg97B|S(wIHi*EFgok#nFBCUJ6x2Wm*CB2J@n
z<%X;5lTFwIQSqm=Giq>F$*)XFbco%>C<Z`#07^i$zfu@IP8mhBnk$mQ%t%;qnpEg!
zo2;a}!V#xmgf<2-H=ErmYR8kDV2(ZUd^n~!r~9hFy!mI&Lpi2S*ENb=hhkT92x7`V
zyA;xAF%{hYz1!!$-JfF}uis?j6&jK6|3h=WI*wb%u#^xo+WL~6;DA6BU=7evqW;|l
zKvd-bCDr$Xm=aF_w(Pmv6&i-<Sf#|7viIboG$_H<{TK9Pb>chbmD74ZeR#!{C~0y6
zegQiTmDGzwHj~@52`w(EP<D>1^k01*bh_sNnRR#BFPeQLi#^|kGkLHxsR|8$lpf#e
zNGKbJN`+EBA<S<cb;Lx<+R{8(TG?O7_yK8AD0_j<=OW=N7Bzp?O_JS9l#`XU(;JAS
zw{XfsufitD(uk+{gk7Bnf`h7vHrVj=K-gus0#4^{%{%%1D)*QJ!GOY33`jB{G;GsY
zC^$u{@EoS@XSZ#ZV^h;|cVm6ME!o^LUf};>+O=LW&lq(GC4Sru(3)Tx=Jy`p_h2@$
zml?EisZa}s+#Rl%0!(@Ka#&eM2MUqkg`f1H>1bpUxzv32O+US+uKg*!dO*qBQ0Drj
zLZ!2DTDDakny^qYLop+ihs(Bwvj}6!jg3&5xS;%jej&%`+H>gnfxKPWFEN2KxYYk}
zIHM@1be^Dm+MhZO6~^>p_;(cajV@PENDxL<p_l}eoCva4F2{(gx>j4xDD31tark}-
zO-YI=R!C}UGA;|i-qtvoEo?yg%jMz+0gVW6hNzwhg*EV&VJ~1FH2}iqqVOEa)mf$8
zLr_?`R!paLihfj)?Ksx)Aw2E$>*r}BJf~BrFG<pbi5;X;D!?h`OUpd$%Kcr;*k1|H
zqBCcGp1Hzj=wjjApC9YR0IrnE%CXkf^?I|^{^)-ile@<7DiS{%9g&I=uTwWA-$G!`
zmy5*MOg4z-Ov1#%g@?8O8JvisQP;BK@(kh5iz`53_!uvTCvQ{Ao5A$bt=$?}-At(*
z5tnJ5oW9;*foTIwVH6zrGMU7JYGZyB9O+c{rk(EFkBqzd^C=o`m_ZWyyf^MwjHA=Y
zZcQhYw^8}~v2Th3>_8ux&vbDv6^E7CDNWXJ8pkfacMuY)Ne+uu-f9gAqnp1S|4Zf5
zt*B|lUTsk&_Q?y6ZcV0a<(y?ZB*_U1RvvcaIL0<wMi<&Bi6{k+qs+-Y$<uj}0e>11
zbh`Gm4ytGW1j?cL^Y$>7!^5+UZq{nZfl{>VWoCK+9R3^$>lqIcX>B8k{wQ7us~k?E
zf)FszQTKY}n1E@6T~#hFkzHaW^^Rlmj~}H}1mW+0@(Ao~s^uSPBf(Ei(6*%63YSy|
zoLmP%hiP+4x!2^zQI(ZMUh?~#&`!)Ozg2<pzjw#!QsAm5amh)_AHcp>Nemq|fPt=A
zj{%f0<A#H|eRQ`{Z;5N{Zt#gxJzo07AH@Uo)sT0+UVhIeHjpn|I0`YoR&X0zUa-q<
z&mR<^H^wj04&5$QSc&-q-Xo6pG&@oTpXid^LyG})KGUVwl1$|wS~CyK>#N`4d2hbK
z^nzm%T7&%}%)sVc+4h}Wmd>@P-1q-4M2$fk8#ru5^s0P>`0uZVO==*G*KNJyK#CFC
zExjjTCqfg4RZWYb<@@sZg)BpfAZ1kQMD24cO^%-)NOjO?@qE7du`6zOSh=AY#W@Nx
z{r>S%^>3Q}Oj&a$4b}r1R?SlEns12;Ki7bO16ApM#XDYKXqQ{gNl1h*M@_3grD{sa
z7Il6@*bC3_DW#l;mI+~3Gara<3yh_SkNs;+j!jJ)^2iT1<R8`iu$2)ak6kscfa8fT
zTc_HvG^W*uHU8FUuS$Bbm3B7?S1XkwQl@exQL>v+Tke;_-3%u?E|HS3At_NRYq+rC
z=^V|a(*-O+c<i}84gpvg4hQ}fa-3P!fxg-t4t<jBA4iOnFp^3Nj-D>6Ruj{%h7wG6
z>|m!(TEo&!U{gI%As8K<ilqNAiZ<j>=|T^smSGt^wt}cD&@a83Vtw!n0MJadl6_V)
z{~G{RmZ(`2d6Di4^)9PyfC%qsOpg^Myy?hBMm5wM1&6qx-+Y{kz|Bm$kK3p<KX4v4
zNJh_7dnG#{&o4l#rvw?bbMx%HgIBOWu>F@9qp>4XZskQ4<~$xhxs|t|0D4TDoR^ZA
z^9sj~%4(+}PH#|M4MbCx%MGInJ=+xxplYVymbNPnVC3CKb?o<!!H>O`cyw)oqm@wA
zo+!RuxAxloYRyeO<EHve8@na`tDX5PH&^~lJG@^=gM$&fyj7Xg1HD(&8AfSdrh7?y
z`kARnqB`tjTv43Lgy-8HUepXjev6R=YMssRtih^ap>}zL%q9fyDL;0;{9026hH|v8
zerY?)AZkQCmzfO*RExXGNun#{2Ph0HQp7L#_Onk|Af<{80szL*+}p)VCyy#pwU*9J
zI{Sr)by_y{%+{o?yE{(Z8J-W4DjhIgrsXn@5#yBJBLZ5qqGVbda6zVA-P!(2kz;-F
z+?f}|!Kia?KP?ZsPFeKGa-b9+K;oiX3X-+b;W)p03e;D^raHdX_2viGjDT&?h3iQV
z`S!j?HxgiEUlc4kJ(ar_rI;3u!70W(K`4Lhy~Og+p$67xdfD{Af95<IW<OiO5{JvD
z&nFCvw?vFQ9!db`yqte^kmm7Re+WA59GT0K96SzX)Y>p3>DzkI;Pq3xN5vsbAQ)w}
z%zj$@KsUF#v2!DhtJz++D-6lI!_qYfhns1Vr!4TlYv8D<VkWN2zfXQ`e(}0EdQ}R(
ziGZZj8+%%3jwJz(ukoDdU!4Ke!&RXY;8GYCWLLXN<2>Tv(djv?%r=lwtoQ*`{FIyY
z#ZcGWiVXwQ9}=-zJ@QA<3uO+JY5H^=Vcky9l^$*~EKM}`dU6DkT(@?s?~FY{(OL$^
zBI6o7E0~KHJ05J1AHzU-6!K;1zD$B*n;FSAk^7=K*qfN7rB9;|GR)QUCvG=K;i@Me
zsh)DD8v-u{WJ##?meFs!zACE>`ZLJiJpn=2ASNTIo%^+$0u&6cG0QZKr)H=ol6vr2
z|2T4P!M^jEs<WnLqFkZ7f4&l#lTW`*S=RjaU-T%Cs7b%PW1B=J0>j<5TeYWRA@daF
z+6+l%poYqYY`X;OG%D>}eoLq~yzLgNMnAHQQ;n(8!o_K+3PBBiecHC8AYWYCfZ)!H
zjhv%^vm6T^o~nie$gLfjxceO+tbt`fP_(W!Yvx3<oaG<7P-NH>i2d~OK8+`%=&z;7
zJFyZmCp4bW*3sWzMw~`FnVN381*WvpvH~6~KqUg|6j2e!O&6hpo#uwxm4J*3jo@<~
znon0b3Vi(c7hQ4{x$T8F1|OM%hMAi#!YT#xlb!Q_S+1Fsh;NPkU0MZa1Ck;xE7sy%
z^a`{)+O6}SOv;*2-X1j0?E0wi{;CJ_(dhe4kAp~#lJ>hK--l?=#kKzrrGJuv_;mka
zGw{`L{+osJ+9~)gFPhDK#h;GLuMzom_WZpH{Jlf`X+JKgz5}m<^MU+ne;To0R&T+3
zbE_^|T%?2{ASZRjcc9`qcm-mws*eu<`Id#}MWV_eVs|}a5^~dAb^cGgSkQ%IC(hK&
zRzl@0Q6?gYEneC_2XL)S8U|ET4RmMJQ|!THM7Yy){5$YZmmg3rqd`hrJ2QL<ia65F
zjt?wh)25yJamvFvb-DRd_i3*2s;KgX7J1^tZ7R7MpxpcUMaoPYH8<ZudHJU=GzgtF
zKioLAW07acNgO@{dOK+_B_3{Fr8jS{F^l;F=bUOC?kfU%xZ3Vw-}*t!M2g(NONUfD
zj>j=)*5bnsj@sZPXprmSo`yaA*8pvVWz$tU*@B6yipB?B-%h5K>MT;hH9v~4bYRpV
zkTd%IH&`!HQPj~1LNW#u`r!C1FQYDpmGhvng>!&lwErGw4z|L`|7NsO(Bjom^~SNm
zmxZZHoR$#`^5`f1L-_*xu2cr5Y~RPx2G(GoN)5znzt@SNq8>T?!BFSn-$1iT_!sLw
zSzKqh;M)GN3Ap$F8nogChkF9z%*E6q9%T2ud{z1kgkGf(%Ox4k1Jq!}l6;BA4Sgyx
z4o3e#$luZU*WR;$kF2=%B@URG8W?NXd*d=-tHoUp*67{gWYHdP2E`*@UHu(lesVNX
zWUleb6NAf3HJTfdw1jrF=zpq&Y=Ru4ku*uCfbr9N1}LG>hYXCN0<N6CJi>`yLC20$
zi}{;d2lw2Eh|dW`BEaLJyV%lBRzpw=Rx4VFoR6sU%fAjRcm4$>(LtQW3~LYpFXTZE
zI6ZKw1OaZk{*Sh&Io(mBX}pDNS<T$+RCRybFV^J&+X!NVs@;UJFBQKF_z^!*)Me#Z
z$qc_7HP7g{BnMOfd_R;iqv3Rm1@%R_xfzO%wjZ5g<q4MB8}9QyQJ#E-MvOgsNXeK1
zN5hF8Uq7$}>e7wLoEBl?O3plJ1`%LZD<-4V?bYv|<X-|$)B9Mtyu&S4R@ynOXry%D
zREiOXsg2~Y!15gMAKv}uB^=J58Xc-7eS_Gml^KGF_103=r7$~GH>+>@>Mt+!_31>(
z`4Yg^E=2eRv@QwTxISPoZNKEiS+b00y5w1S><Q!X=+D!FlH6vS!Rv1UaMoT^Z2Ix)
z5<EdqsAxaR=W^r>O@eX1YqoYUJii7XCK(PnFF`$5a6Sk>za%13b=A7{M-FVyiVK#s
zT2w{_^aHk6X2$Zi{cA`->V}cT`N!Lw*Ibd4I`ootypT<73K>Ka0x{PH%lvd<S*M*i
zeOE!-jdrD>=anSd$E<>`1gukInoSlefU29bt2wO;-+JRq=5M(nN$!1Mk2a^FOH7Du
zO*^oK{G>PT<mFKhO;&yjy*$v|-bPyH-J{ZCx*~kUg==~i+!Rf4g^>HU4%Fie3f+69
zdiaAuKHkSQ_?2m4(_pEGhoNJfY5Luul=?Fn^5Y)>MOd@5&uTK)kLEaG@eiv7Yu{L{
zQqS7vGd0Bn4TNla5tR!;Pk~62o*<<C)}YxSuVQr{WlJ!Os6di}$DRVOYg(G2Bd(Id
zQ%H`@pbd0>{~!IXf4C)hWHgUfz@<OLb{*~ztjR`Tk&8>Zm#aLF_U920l^Z4Mh{bwx
zKeEEtL616Jl~koHIAl)^@4^0MQ{H+DsGROvjzgI%!0GFVV8})^f*&l$u{77M2!H=Q
z-iX9&o5;A~^<G?Y8(Jq1lRW&C^T=Y7YXE)w_NNOhP1DlQul4*2hetdU^a7VSMNoZt
zYxJCZFN8hiKvzN%uMQ_snqjzF*rW@w6nmhmwKM05Fki-Oks%0iJ#NSq3k4tjw$T2f
zFF2?N%#22umQ7s^g;D;Bs{okz4y_G+o`WT`J8y2RV3LBAiIF_?E4gJ!MTAX>TvMR?
z^Mig{oWOjF);ogpqg>tE;J@IE!RC6dvUd`xTQh(}KW?<9TXFq=xE-KR$I*t_f5XkE
zs?1&zGEx5Vk=b_dhCT_aU^(D!dZygEe~T_Z9yi!&t6Y({7c2Bi9^5_QDW8$PZ&DcL
z9GXoumq5r5TNWA~QA5yHl%aw7eDK!?BLx9iDk8A|ac8H^$xsnjMu0x4W7b&P?5SG+
zewcPROaL}d@<SMi8uz!M^{Y}yn6y2>>6xD?rnupt=8AJ~wp@CwS>djn$2Xht)8uxj
z<0MU4@9CEfNQJ~%UPilS<VS`H8o{@3Nq1mi;DyrQwsZlYbsWzQm@tJlSy525bI4Er
z?LXEmXyANR&ZcYTVT}lE643!C+a^|z7M>Go?;e?v6l@h~qt}vsky#--)=;Ow9Xs|~
zNJ#Rue|Vvuiv)IFQrIg;3Ff9}DCdDrYX2pTJO5XCQv<K9Ul)?KDJmPFVIoE0766*_
zI#QR`;$G)M$Id}@MY}cnL`T2)9htwX%*_w67Bhs8i)34?Y&h?VPrfcuK!(RE8^9n;
z(YsZ@X<@JW%##Q*(;nGmYE!@<G)1@!4Zt>z6qqSo_S5jv0>f^9OC<~_ScjWby7;qh
zN;;yaVJ9p)wY6CttyH7E;%Y?Sd4Y}Kjn0;2Ch-7Z-$1vd28`NU34x!sK=HFDg`CT`
zo>co>jix+@F(br5L11KS@>|oIWM{wn7if<8)cfV>U9Gxq()WJ+TJt%J@f|;cP)e}a
zlk?s?Q!3f@VvR5FriAp{RgL=h`;<C5I@_1E44N#~AHc^e%mBqS=Wbi-HDY&p>}oup
zlvE#0^)Q=(BwxjZ%~6xGP&GLejKHb=snXUBu(+c^a;K7G$T&N_RlbM>-!633Y!T$8
zX=-oS%qodYAdyLp0_MB+0g}GxV{2L18j4A4ZHs9`ZE~T5MQFI#L~NAcOYToP>f`PQ
zM0a@_0J&?3Kk&r*4_Lj_8l}6yLMDXL2<EOOHJZiFf`aOa)Ul1;DyNLw2xm>Opdw||
z1))7%%P>0$o5$j6Kw-=-NyUK7zRU|tK-2?s-wVuUEGAKN;B?)-&yqMvZp0kD*y<UL
z&cb=<U5dzAAtc2AbxJ%uBDm@L!yu5etQ7s`#Z~_4Efnnr7WfC(lBS4__*SIsd9`FE
zk3KXYoE+eAu)C5S=*%{Bq{dH4z}Y0uA2Oj9f6(y9hscWm6k^h>o`fuh&n>IDgzJe*
zWjvd{Vw^;iK$mLlcNmM@-i3lbFc!EmTS=yCn>+wN8$@|oA<pMrrlpbI?L#e+UY(kR
zLlJw>@*?M=C!HJ#)~noR;T=YnV1w_OyiHP%Nt+3EOE;eOforts<bHpWMD{r{Wh#)m
zN`4aF3do$)nbncIe07iV%Fr7qJDs+@V6xJR$Wr6}t_1GMd)2%5zrN{ZCknRAB#2os
z;a<gFVZS6gww2mdqvWvTf<N@m$mZTl`ub};I}VrGYnGnf(^#l4>>mAq>C=G|<xP#A
z5BW<ULN2_!KZ+U&bhQw6mY3UYIWM_=+X2MgI9EIeiZavIF(!#wE{~%#gBi_boR5hU
zcuNP8Mp6<iEPaAj1L=KGcN1<Vs%ZE9d64a64OE#(I6aiLJN$`1j8N$hQ*_fp@>bS+
zffw*O3C=J7Ty5GQH&3hV0>$iSd>cL$92n70crhmQtKV>+4!=U|VI>#Q<o@3E>iY?G
zCbt!TC37^sZ#BG#eXq}{s{(~qGwGG*SQ>S^+9;1|xuRe%Mj|;Ec`+K;xor7V(95z3
zq4K~$F-Cyx7H&cKLL{j;)H0ySE;ohwmx6(@ZGv9%T7j{Uf;VkVaQfEf1-D6iFjYr;
z*J$ayQ+Wx{NE9Tt3|GP}&6paX<)_6a&nUiTEl8fGbAQ70$m31{r*biRi0MOIFK}GK
zekS}gS^3sf+@-UmzsGo>9;rnFv}wW>RAg63mDX~=Uq~eiGdW!><uYyr|1llDij24L
zXtjV*{X{r^p&OasF8>$J-D?;EWP=whNtx~iT?243?3%AhvYg9=*UybOVDxdfzJA98
zj1^-z4=a@*x-gJs{Hg(k0|tRn8PAB8u|zE#4q|>^T7mXUWuZB<-k~ZmqQ|(fQN@V>
zR8o4qAb>;bTqwNmltUzn+V+xc#DZ0jlk<c_jqc$Ogt7fO=*<nd7*+Swqwsi%G?4lt
zJkz+>Kf7@q(NCd%>xmX!xx^jJ^^F2h*Ty+%c~0jWcKiEU@Xv<B^Vci!(dWfUp8)U8
zp!x8T`geEwI&=Cu>3oN;mq%YIf7IE-e3U=YeYeM1{T4sWS^4c9@rnHVEByUm{Qa%{
z3qMA`{X?Ik+rX|>{2DF2b8^x6s5kLmf5oxC7U^FGg?tBoHz3rLy*oF0;2x4<f_g(u
z0am6BCHC+9y*ll(oD3)8V?$3Rz~_j;!#0(sffJPLakfK_PGQa3%o#9a?QqH9Lx28{
zzmp-iLC6nCEN?c^i+0c#SEAHmcVSz(yoU>3?8$e;H*$k`;~V7J<E|8l@G|H$%gvE7
zbE~U5wJ~I9pY^6c@p)5`Mg{$pZ35YqzgeLBl(&%WkLASVlOIX~p`J`gbRDrE^lepv
zdBpM<QD14aeB;=P&H;N=@ZD*tOQwzZC0UUuWXun49)u@^om^Rf=hHr%&Xp&&C$C?J
zj7_4A4hwVZlF1D6yjS;;Rx*v1FE;!<R}^=OBOt%C*iBdrA$-Q_glVT8e2cTHhMbaa
zSVg6Uo~&dS)N0}2u&-{&+Q-rhKv`nDQ->-vQCK;fUIYO(!rPA;>_~a2MtD}Ej;R|m
z4hNu*hXN_8C|@^C%T65I-ngnGchI*CT|`I9Q`)HUzXga<pS;JE8TF~Ogwi3qH&FjP
z)}IA$7~s=O{(KDRcWW~Q-`yfBOlMH;q>te)H1!0iM1g{xB|DanL~TzTiU!w;Yd>@6
zqIM)!UMnq;MT|m~m^r$m2`Ln<bYT*PcMXZebYIwMO0NLgf?=ZHM{~0{t;ZMED0lS{
zmnH|wq3B`V;A%y5D<B)2=8lRpJfAYm!$7}di!AL9(b5)HG|YnEWBx&o^C0%8H{vi+
zR*j)P__0XAz|(lDS-xN}svOSVN8|wRLD-5b4>qch3PfI_L9)<n#kKutneCN6u{2c{
zH-0iw(haU3o_?%{X<!Mr)T*Mk^qvb0S-z5_2=Zv<ccqLA9M2)n3si)plWnBsBa{te
zVf8R752U~QZd<O7w3~Qn_Hw4Kn$dL~JNVkRqq&mpbIa6Y9^a4LtN&POg5qoK>qwi!
zMcf?!0wcKfj75vXugj;t(|I?=W=|JWGd=onkIEx1XM?3Ip{~>_{xeoOA*rNLC|=&9
zaN+W8>qvWwIBZwbYK1W(hYo^o)SBL4whdcO0k(q>QSj_!y%aI}4sSB0T>G@NhB9I&
zIgf|Ja*_ziwWm;;?wi_nYC;=79@%}BAK0oik{|#G_Q7X|N|in*fE_oKwcHU+3wxPM
z8IbX<H*UD}r6hb)Ayb--<*{T5xk!Vc`eAsh@Nkk@(RT@enb{#zW>^1e#zl}-V!~LH
zqx_u2-`<CFC24pcd#yx}<qfuR<q=3})4b)Ggi*28j;Ekxbbwi7!jkVIeVKWa-?~Dx
zKLlbc{O<64u?H~yA}_?_qYpFz;amRbe;-tQFbLYnf(rcA=Xsd5H%<_=+g7FVHm}9i
z1@VMpyJ1k$M~GF223o&#C)x3d{)Cyg=6EREE6}KaUd8Sf7y=OOP>x}ImtznljfCc@
zK0Ijlh>(fY?EhJn1Eoq(3wS9tuaDqEXv)aFm;yjMNk_VZ({b0TaY^V1wZp{_9Y#Eu
zVQ*`Ifg%wzcbI$bd*@|cRaiXe^Mw?^v<W6NmS(dBMP6>uxfcy^wdx}lmFE2^3Tl`-
z&DG@~?j*lk1OEr?W$(pzZwZgvS3g;JFwG9T0K1X0KCoVc^PjtrLK|J_FY0k_QM1P>
ztSga@EJlY4x=pCAN~PM^WTFs>j8M(r?!0FB^gG{6BOJNpJ1d#dYfLLUsl0E4PpybU
zjPN7tt&dE%PICB3xoR20kWHp+(NM)|!+r+DcXsQjwhmVGfC}!&xW&UP)|IoHMmKK{
zi`p12XI;haO&Y$^$ILb(@PoupO%2*%J{;dda#U{bpKR-2UAL&?3bN@neONt(v$G7{
z1(uNQan5(>A}qMdjsSP$G0x}>&~0(e?C{g0p^+uk`HU$f&bc&dUGJz}8$hDsjnYO)
zJ?}z{MNMu75bA2`6(ms8Bo_Q-#I#$NCTxs2yP`hWtF8qZ#+N&PwZ=Q*&HD-*H0=BX
zMB(c+W#cY(Q498b#kmSFTZIfq=c+B1@=$^j{iSHUGdZHZ=A{ICgdTx?;heu_nRc%Y
zIZc|1r>(UmrYooNuCmY==lL4CGQA1OwiK<$LuAH_9OP1~3*=Og*0$0e$my7kgpV`=
zAF;|YEb=c?s~OVLPlE8xu!A#BMW3TDdR<jO<xG`e+6b?i*#$@Ee1fkXj1Cy8vUe2@
z(8rTczoFsE*IWhn&IJt7^732AB<GpmHlNa7(E`h@9|hI7O0aLnUv0LMKfDKB1vdrz
z9KeEvtb|sMcwmWBd3nTUWWpHg;Ifhjz?nWUCcyoHXyQ7Lyp-)5TAjukbu(T=UVzQA
zKGwa)FL<(_>V~IiiM;^(3d3Vm#d7U}hQm;*{uiF9_MXkO-S~1J?mLhLZm--u(|tQP
zl$2{^7+mE%)hG!a+yjzKv6l3HNg8)Ul&WG`1X$3)0H-aI;R86k{tepPMVF0%7cHt%
z(0O?&&E_^ULHR+-)Fe=WP<<7CKk_?4n7X3}2DFfNCPyTCW~!!l%%qy)r{y`~hDebF
zK(zvKJoje{le&M+(MTiI=9TrdH-#~4dSIUu@iOa8m|<GAPm}rZUEhfoH`_~G_lSGp
zNr1hdo6?mz=9{)M%6ENNB&nl-2G<z_f}wpLLtB;T?nm$h$^H{n>?&i%lg4P!w3^kF
zb5iz0kGVSz(J`%<B`JroZihwyV6+d^K^c$YO?aNvAs1WT&_>VS-NvH_$-d#e(u^|1
z{yZu>3Yu)NLiTu82)vL7#{7kq>}7@NqQAt-`Eul=m^`2%t5KaMU4Pwr#(4#c2?*@c
z06_1fN|gSF{YynSfo~00&WzLqQ}QUhIA(d~hk`GlyH{g%hZx{9uIpJc)!G6&&|Td#
zG{a}Pl>6=}Z|nP@7Z)>HiuKiu_Ns`HnSnFY@8#VELI|++G$$un`&bR-`MZXsIa-9#
zI_K|V`HPB5{@!PR)0;Q;KszwNNg4H4RhZ}X@6~LW6=k0wug|>~lLSyH0L=go%)q?e
zN#X`(%%=5b{0W8|ZEgz$X#HIQgm>3opCB?sekUtwSNOwl3Vs2;`*|E1ym<%~^V4tN
z^;_g=DR@++S<?u+ogE2@S$)G2^UDSxUGEtb;!+yg7LjZXCK$>jDd_hn{&;W3+?%$w
z@0kOyDkPo6Nd=xq9pp0N81eU!r}a1y+9;rZDeO$W)$3OwNqfSwlzB5Aa^n}PtDUBJ
zqTKgUGF^dmK8p{i#4)$Je*#A?$G6I3#L{-wfl4k1cMiGfpC!Mwfeakl%jZN9=x{$d
z(HF>wJDZ)a#~3y-G@4ybgxXf&NfaHqF?W^jOFP)uILmW{$Dqtwee6aNPvv&D?(M<T
zRX0w&HgbIO|08l980a}4<@=U(d)E-uW!5+@2()BM`AzX1gI0c=r){8uVgGX->cBTv
zaGlsu{p;6<Hf?*<T)A&&!2OE+d8Eah+zUbpTq4zYckMN@vk8$O1qC<M@6`97(hK_n
zpGBCwY_;=exonO#znsKDhptWkAMEv^3uE#i723(C!dt(7X-hRn|6NKj)L~t=`cN6h
z#2EQ)VUdXtCYW&CVaW#z+v>RhkgG8VBaRX>y0uT2blt3?u{?rQQ&lq1e7zmQNF8Pn
zwC-29^Y=MCZ2xQ%C^9jZ4+<XOA&dJAZ2XQ3YmBbw*a{D_keiCd=4`E!<$8<MV-%+L
z#(P=XR7dT?>>&9#vzGx$G4<<mJ{BM@fdvht<Zu5->dC&p-4ErwC_t=M1$4C`AYx}Y
z_r~-!%r}|pG>y<ZWdLr0P-5PfU98%Z`qqKcCFIF$2c1t0+mK6D2DVvE8rL7H4DOK~
ziBVF1D5ea}W*97;o#-f0?_EYFl-jk@@Zy&7SIf{*An2!_|2~Ut!QGv0(NYJO_I<Dn
zG->B3XN}U0?vlFOCLGJ*5|DL-I#QzKfst=C_RUwE>%a;wDMyFRKG}cz)3tE#^f%OZ
zto#CuU6F^H7kn<Y1pFKh-=rzXpPuO8K5~m#%4cp5;GCyloPYTtlVy}XZ^>mtJf*<r
zgOJBgu{J}cDLE7>)kouLn+|)d*S=t}^;QvD%^4Qw9tfYioD^Co-dY=cN0}^c@%h@w
z+s!b4lz_1`Fy>E|Y+_2a_wCz>cc%Jc3@WGf=>+IlfpmKkIUdF~zSKdd=9LP)z3qfT
zh#*RN*yba3Yul1u2-Ts*ue(X(llk4|wVszcWa;RZR4*J=A&EqrbSa%!g1a2msfd(&
zh3Q&;P~i@~1&d;zN;F7bgRRAf4uYmiAtm+4iemti!Tx?Z8fXiPb6j-@XGJ#^b7#j5
z!bcJWhQ~eA?jA_u`q1<vywkGi^8)@V!5zT0Rb)GliORxj@-6A)kE~il3+c5=R_0=Y
zVzgIkhT00mU)x&e%L2R3cRok@Z3yU*E2|CIs~sAbh1P_yvgZ(k_lg0F?5z`xWGmtg
zuQ7Ni==ZWrB&oN`bbqQVmXuH1A~A{oWt2?&x%;D<EHy_!`5pMivzS!RUzCZQ|4NNr
zx>qNd<-tUnCzsbrGLUtIY^1viuHRvSMXCHP<fvm`vpQcN?K58qyg=N1O55weg&S3q
zxaFL@*uwNTMKi=?h`Ti3UF=8w0~)md6lJA8u9z?FItR6h!0@}UZBZHz^7ebB-=zqe
z{LsT$IK*4_f$DTpk5@%=M8n^@`O(|vmD8NmPxGr~O&n!9U`O`rVuKqVKlC_JDE~IP
za^LjbKCxUf?v4FO{<#f}o@G_>#$eWe?CR>)e=+5p?`!(S-;&}tJciy7RS&TjGM7$d
zCEJHqwoJ1=&l2~E$j4TWiUJUgJ@HF<Z9vpixbV`uvc8xSbY>b7<{meQw-z)eg=bS{
z4n?BSec7jUv>C;F@{=hMEK-MlpC94zc|}}LV)RddB{AbC#m@~5^!OUm*f8;!deWA(
z$o{58g{xP_K&I>$B|g!0BZ8jQ@d6veeEAybJI}I|&#ctMo2PFy%fp{)E{ePJH@8pZ
z!jcpGPNjoSJv^M_eF)k0W66#cgQoaz3Q#@qNHVbhP@&1&G~~R5#|znzL#F<|PFq&L
zo?9g~gJtFIxjhJGNj8vaqV9*^2gQ#v5yG-Pb<AqtionOW?;^YJIW96C8i@e3Cp^3z
z-_O=q{a%VPE`3m><i^uHXp$52&>xH<h-Q3lK~FR355_s^Qt8$$03F)WxmWz%I@lHA
z!JIeWJ%_(13+VU3H&iUL863MGQv36<WqRG@lEokFEF&`=O%gsmuL4NkP8S4{nz8g?
z6!otLau~ok8~-`4!D`Q^w8W=Gt8&S8w3$wubb<<!aUVnr1jRrOgNS&1Zh8X22Pjlx
z%`lb$0E4=VlpCkUkt9=kKs{`DOd;oLOVWD%*E%OaLH@$=8ET#6=gkf;kIK?lKEwvO
zN~pcusEe+a>hZ?vu-ae2+jwUK#aR3JQ+H>P<ed9%hO6-F-r<u~40tMXxz9y69bJOR
z2Kv(dq%nZg(+M8HOsc?g`+!pD0m4e_t>B+;#OnhZ<He!E!N~r?$}FbCNqdkwGGWij
zRE?z4F-e-g(E{9jGB=kZU@6TlxYh;GAFcHtG4a_iy4<(hOw`gP_*6C49|Q%{fpK>{
zGTiD178zj5%#!%RG-oFCUlM^eG>JYGuZyGHgLzx=+Mm_+He$>v#R#zGfTruivjP{9
z_4XPc74aIL1?Uh0r7jxCr)1?+OQuM3;=bxB+vLgdryev0N6zP<6SWQ|^|g%fa{9Bk
zIf%t_V#_p<ss7#yF-@jSn(is7`H}RAF+SI)dc^K3YfrC}e*i8OyI~By9XI997{oS*
z;4fMVeC2yxX#uAp0$=}u>8cx94a@i#v`i|2mS#d43T=OjKIl*GTQx9WNWdpopC7c{
zCfoFUKTH@#Y#CX^D|)3yywv}Y015yK002u;1qJ_;_WMu&LecNHLw|)`{4~e-X@&M(
z^XjgD-?jf?(4PIf)%$gt`>xyUrDNoEeL6R{+G+eN{rhwW_R+t;OK-DDKV{i{J7<2~
zoc)~wZ`ry(w^o04f!|d@9~~b0sXlM4*Z10+_1%}zdcM66zP$zgcK7P4`|H^6-MRbq
z?Pu%NJM6pfvaX*sANExM!oP@B6lIJ?RS%ijG5=@PmAXR?Y%w%oSn(1NY-jF{#>b2%
z2M)J-8I-*S;g{DzwJe$=^CC@AHF4_ar;J^?1mhw9Lr?jYbsiZ;2ic+Kip^;)#;%SQ
z&!E>MWp!$r*~<SEgaDQ_gh;6S*dpUeylKGqJItf07z(Vpg*uOo2_V`qxq2g3#I1Nj
zU)w*`?3?pACGo_kk%$PCtmHhHWra=*Nf8qn+79<O4iqg*^76OlF0ipJXV?lfOc&|M
zGU3a>t4B?_cT}Yv%Q7G6(HCSz_sX$1uo&ql=QW8k&&5Y$)N`+f$!wN(lYqSIGxYqk
z7b}6C7?@h*jOyab^&}Vx-W+P^5u15tH}+uigY0)HrXGnK+cv)SdUcp{ZRuqwliy1u
zuMn5{8CKqGSrERPhsn%u^*CI2$+hC{0n`pGAN`*w62-IW!dS%(c8bG7u6?J874}Z6
zSbH^*6D;n#a)5Q39AciZGJ8i=+ZuCneQF6f+S_RIS~=FX!JaFK_1IC5)Y6iojJ9d}
z-Nb*WD{}yOsWX^pj!vRPd7A$jcmF-yrvpq@MGGFY^;D`8wy3H;!I5SY*oa5ke=#i?
z%tI=NS`g}omh5Ut)|k;|b7?N-4w2hSCM^k}o2VHHLiJ+X+ja<H(Vv2}KP#Rm0GIQr
zje5n6fKS_;oXS!ga<pbwnFpA>&!i20BxRF7Js-QX$O`^SAA*xSa%5Jj6k(3he&ORb
z>^FT#VCN=D@$x5v8#%C#p$1Dc-0MBc2d|O#y*a>dP24md=+5`xMs{S>!3datS~czy
zcj&mghk?|3P;Q`ccxZt0eMB+*X8I->?+Epf`+|``B<YPRlO`5p#kx6PBog_1<CH+t
z_8{Z!<_d8^qd#nOfZEEP2xjR9CaIy|x00bZeYddGAgQ0;I?3{X1so5WU8a`7ThlnL
zG<3<54Ed=b*Y3p!>tM-H$^qQ8A@u=JXQMc6R>B38`3?I(i9!2?1R9>nE^*7_#fG>U
zR$MpPnU4|2FLv;c+JLss$vaY%w?fP_x%N{{ZE*yCZ`6gL(9P^_iwa!)hp&S)L2q?`
zwRSb-p+K<Vj$>;0luVCFSiKLHlZ_{h{F>B}E<9RYJ!GNP-pup{-vp^=WSQ-=dIG~`
za5?OB<dG1oPT7-PUN_l3MhrX$4l)6Gg39b{fyGKZl8)*4<f7#S=Xd7EUsRQWDgPYa
z^<HOAbt<S!B+;PniID|X<)yxxpjn=2n?trUWfe8UG;AH^8KoT~?Gv*09QHj-x@zs&
zS3xS4<80CypN6S{R;cfbZ*O5Ev(77)C~IeN;x2x7aT*Rq9W~0cB_i)zKq@0p;Aao7
zuCs}xtMy5EOH5!<uzpox4g~7Hgrj5Vz{?N3<qL(Y^*2d4Jm@0cpd@U}Xv@CO$J|d`
zEQAOG4O`i)cTNFB=E=5KuW_dQJr$tw#%aDP#6r8;iq@qnwT%I5(aZbZ1TK0M*M$z6
z4o$fM#cU_=wjSrGAJ!6A8?^f?g;^EXDl_+5WYxk#I`iP;Ah1ddrf@hs{@>in{@oMP
zEx-<v#A07!5?ngR5z)T7wf{BSE?F`$f;hX>G`1Bpv&!nSn95h~w?Nz-GIrW>9<u)l
z%-#rgUX<OJUq0W^##bw7y-Q@!Vk<Q8XDM%NiKMXD{JQ03A-s_BDBf|xPvjUy%gL|h
z+K~k-Yq}l-0p|!)NSBw{_>qdYlFuovVI5cOqtccjPf^=FD54zE#~S%%*jK|Fqv+q`
z;zI=o1s2rfpxyU7;>#H@F|?2NF8Dr8(R08<yQ#C+=X<A7zLZ1GYKYfgGm-%H%V@4W
z**`fH#;Vx}v>98S2u<I9ac}PxDg&X8i})9zoFZQMHsNR!)%xEouGp$kH^!dZ7ZRnq
zj}o#Q8q-Uv@OUABvgNFv1=!sQ6z7o%<M~w?8!Ol(>MlbO^fm78#C0q)W=Xj{Ecdob
zz~OX5aK*y>Jl!E_iIZs)JFX_7`FfR<3LgrX6XGVI;5N~Y8kX+CB!*vx39)x7KS{~F
zM5BXBtY<m|UE2Mxu{G<BF6x${>CwjS27T9{N<T}KIVpi(MK?JCpnaHi|AVGGvMyF8
zu^U4Efif^Kkr7^t?{bn}BollQD6c$mE>g{z$!*JnYRS?_h_Cc;3aJ9ttU!d7HxEXy
zUD$3BtI`Vky8>07i+j2I>5<N)hjl$_w9QN-ivjm=_%Azb4B{HtnpOWC1?jCz|29MW
zlC<i#5~Xg%yP!11iE_p@dz=M6@&~7fNgtuxkpQ<2QA4!2#px+)77^TT<$Ma{kkda~
zLFHiFBZP{YOJWZtoe>iYPyn7o<QkUD6cnLOez?@#gz`l;DpdT<zUW>w65`eK9Hq%u
zYcMLsN>|dCyM^I}>L`Tn#+~A)*$C%F{JV;#R}}4bpC!3XfYdW&Z?4nLsKDXL$q8T0
zW-==}*PW1c@+Kphk1~C&h8U}FsK0^8GXr9<F)2t<^u<Gk)r^QjD9nQ+S27n9J}d?r
z2~om%GHkmA=g^*)@_O}YV-B&iCRYzH{3q>5M1!`Z5L?7k;K?%1f?ZC>!?-gdd{1;=
zB7cq?cgnK08B}Jn1~Sa$`##JN_k;T*(B_DBU`J)h3PR6+Rv9kdN0P+FYXMb5{5c68
z9maPpRtb`KcqWeC!`l-#Byp0Iw(+Ol^jQHMH(%zhKz1ok_Fa6Qrl9IF(Nl91qJSW)
zc$0Y}Y~^&Zt4>+5fqg<K+;~}2MHw~+$q6SjxNxAg+da=hWZL7uTodSr;Lx0>Fi9*2
zc3C^8*InknIm;zEq~Tw|1<dnCxuD_JCTEqY!@Pm|2{0a~sOkXcpEeI2lx&aGu&yGT
zN3ITV`j6gkFooI985lUtD6>_`f7CN=vab9$VNr-|>b(ds3z#^gxPn;7yTI6Qh-k_y
zNw76j_%VmMI{*=%qH9-XBL`ySQJ3ok+I!;y+}Q@Fj{xN%=r;|@WyhE|glhM^k&WJ~
zLLd+1B(3^JV=s13f@^RuM5-LKGU*CnIs2whGN>8}2|=m++j)H#!%Pmz5`Hq89lW}F
zrrV^kKs5s3{!p!$(ppIeXyj(u9pDlFXA+m8YFRX+t&8K|z{>+<)(b|TMVXBj)CuJq
zr`}YSl%rKiX(-F*fLUPZaN^=yHwtoN;_?W<bpEddJl9m8c#~2LvkR0u!nOPF`RJh#
zdax2cl^a6ijNl=mTRp9+4H15%He>9Sf}1YrXZQh-k3+>mLzld}7LXHH92|!Vx;40F
z!plsjxxdHVZii?J*KL{+S%0r2{CmyHmQrrV$DT(d&5iGJzdFzIVTU+tsAd@$yb4P~
zhsq;5;TNO(5*}28me=Te1VBK6$uor_0dn4uVk(h|_xu_2Y}dV!qlHb7CmQou!wcCt
zq9Q*-kzx4OWE2c=>d%j>U1*ZHs(i3E6yQI=g{)TPjX@+Q;^T3)s3aH1!?~)cO&{%i
z<?SPnB?LFpdQ-1LEFmao6)#svQBG!&=((IL-lf^7(3~egE~0TareiAzb>yvnRi)P?
z2t^vhzlwk!+9Y=PKBj3wr7Bl#$#sqpv8;tY9VHZx&u&x@@S*W#)lP=t3oXf0OoVZ(
zlN$~b7y&V1)bH_U)Cy4m>;GTzZCb#<LGQ89Lr86!*{bpL7QC4`W*6{?feU+`FbOw!
zSJ3Hqyn=#;4(=we%Dv^Y4Ud&=w^ULwsZigYe%4u3lUrdHKRs6Mt#xo*r4E$^%C7w-
z^f3fIO^$%I=J`FmFX`h+;MT=Yi*Isn1%(I93u8jELX+U;%2c%s{wwFnIq^BkPv++3
ze3A-@O7*c|xb*xm+skUr(7lTvx0|VS&!K_jzKiTeB08Gm879yd<hm#3AEL{s<vNf1
z+omTA>9JkJ6#a8((&7PUNw3oA`*;TN=nxHXFd`jQx7~dXO^)|&$ZMW%`K-4UGcDLm
z)%nUA%TZRrpM@Tj_5~Oksx}xv{hC3hU5<XYUF}bVKDLV<jspYJuM3DK2&4Hm^fz9a
zeW?&5yv>;ZDpYIaCki-ZUH?OR{Hy~@=VXbYWD>!@ZOBZ$WMm?(!>+7EK`GMk$2>$-
z`U!jwLm@~KJW0~o5(3NpBmpw#cOB4LP;zP)V-BFnfHoFEP9$_XCgpL!-tqHLqw^8C
zgkhTQIBDs|ET_#BO#v;uR{s`hR^xJKxSF8TQ9JS8%EA0Ao@vV?3#%S^jEMSb{kK*@
zF-z$*F5%aGOJPG;#=DN?Im40CpB4Wz5uc}wIwjl<nJr_2HrAlS#P~EXP<Vg?%K<fC
z-={P76cT|?8Oe5(m<(?L9`B$2hJ_C!gdHs#@y(?WW%`c9%;(u^{@-m3{(jQL>PV*P
z(XG7^31D;fhPrKRVnKUitY^P4D`g9oFm5F)pLbnczcpk3GndU|H7G4CU=eaStbNaO
zVCdMTDULpPpF#z8QEP_;M>$trsJ#&`-G4=Px?#&&OQOcwjet7Kw^6OP7rq9B!pM$c
zW!wRPHlksxmhH2pNqM6^EP_?S(V!$p0QW;UzA!J$<F~}m9TI+)yj3!z>=|f_6~OXd
z@B*>8+@8?6Hx_7)CE`di1xUQn33kCwp<|H0kzlo_g4{E<&>(k)Tdyl+N%nfU;Z+i6
z82+K|#)7^_YTZ#1NXI)S04K|73*d{c&v|;pO5Vu;@4V#yKjfQ`h7jPe?hltuv<tJ=
z6{(&p{I332IUBD5Pcb94jR*LFm#;KTBY+bbIlbS!jvvle7R$dUl!Rmr66Bv#5P!kJ
zZ;GxobvkF3+~WMvNiWR(jl~Z4;dR{8UFf~4)y<-^><!bPUBpTWlbM+Q!h;9v$J7LF
zD-iDN{|{+g+BezA7xVd@W*3n2f2773TOfmN=mMjVgWvxD1Oe%MbS66$Uv^h8<nd23
zrVvH8m-Q=nk`lTbMr1WyMfDXlm+*$9?g+FVPIm4M3~6PNp*1gpom^dzb_Uymeeu}Q
zNxeo8rX?Yw4l9q>sOqjKZzd~AG@I{YC|k*SsCDKjF~6@!8>v`PCvfi+nv@cA1-xN<
z->VS%O*2T>iw!aLA49arWNz!wW>k4tkIrCKqXVd4v)}y7um;M6>nc2mC@yNEIqC$w
zW)qlr?Hi06AWSf$^IFf<i#tzIbfg)|gnGXjyu_J!rTtWwf`Wp>nbvj4R;^VR9Zc0j
zURb;kM*C*S&CjeM5~y|TUrC6Wx0fejKt)Mv-NP7wf@|OLy1-vbhMTQLH^7W_9;iuR
z{=y~oH(hm9?klYRqPo}Ym+})1)OEREic={JS|p2Bbnb@$=kVL|=7^XW)Vv~7@QzoK
ztrPy5GMBRb&6)`8>lD8UQevXK#W=rv=Z3Qdk}%ECOd5O1g|GPJBP(9&T|K~w(PuH}
zw^+Ez6mXaFXCVv@)RzAw#QdF7#g7Zs0W7DbIVu82?3zg392e-p+c-v)<?!@2xrTbn
z$F!gjY-BX81UbwtPK3ag)#O6!2+AgDi}}6Nchol=jF28N+fRBF=>K?j9#x=ejWCL|
zB&=jp#Sitqc12K^xI(8rfcAQ{U)vhu>9%oBsp`^lMfoteY4Fly!m>_wvQIK`Eyn7D
z;TapnzqI+z3glgc5b9}8ual>wXn)(jv1DOzwA+upqr#$l2Ij(mH5eu-VI}m1y0O=h
z^8+#mUk<;pXxAV#1qt-MW^I`=1y|{k2YV|y*N+}jGeU(pA9Kt4cr!g%N_ABZDAm}X
zR<1?{hIlqGg<)!k8Ek3{?EbH$&Prj<ii<y2b`G<ELd%9K=HrHtCFl9h;GdvIC+@iz
z5rPTEJ^M+FVJ!F9yU!G-r~uec+by#7x4KD8>ezE22kP@wTx&(al1Fi9#pd38)Tffg
zAXoz{{Aiw|V|F1BB8jdpv+Td`Oyz*#J97I*dlGx53bUkF!nh7}V(k|&d-lBJuQRS5
z@|u7hH<;L`NCw>Fr0tUzfOSlKB|g;dBL`HMR*AS5Q*FiIQWtd%9bSgLc>f4yp+=NI
zFgf~l{^Y`FTT|e`!LDosgEgb}PiU;XsU8Kn6*GTc=N+6$1R32YK!CnRUI%aprvD$N
zN22=4^BjM>wzoL0xoIkXBOVlsB~V@{p?w|Y+xZ|3nQ-jK@7u?%E{0v?+S?!*@ZoOw
zt(OZOfw#~|x(XYiBty6wag;#3%H&@Bb30|`;DrE~ZTOKSZu(P!>_bv9h4!ftA6AO%
z+dx_aAYBSuWTmeZh@0<;4GNL7U3ft1%+8#WY@+aa(bfvD&QhIY$^6Mj^ja=RAWj`^
zwF3PrirR$5j)Evf5DB+#nwUiD)k<>vfzn0e7=!!7OjZ|&jJn3NoiZ%)`5DS;vGwfu
z2|u<E{>42JlNCpv^!Q2oPnBZ^7t#9mmhqZ4*;J(JvfeA#tm&)YPZ?_b8i)3_;ltL2
zUJT3n*Z&y=nsI86^zS)Qle=VA{KDZRI%j1_8K|5GR32-gz%V(S$|CIT=lo0i*1IL!
zSXg22ehCIGS~>&B`}?c>)^-}Y=job3p^WtJr!vm+R!6TI%b_p(E26XQ!1u-?AF)*!
zJsV8)+^iaV>?deMQK!7^!M4$b4^Rky2#+3CJfpc$V~rk69Zclcl&;q4Zn#>bFJqFA
zg`rxQ*SzhXmytZ6Xh5Yg(}aF9s4&~g-bnB?<aNi8CJ)_)!Vol)e0dfhFi84@og|Rg
zt_2L%@tu~<nWhorotE6_OclB^Dv!EMH@7n#*X9APntGxV8Al77jlX98GHvv86s*aO
zvNN6!fxPH_u8!>om>D*!w8@axXw&`y%_b`peD&<+<T8fCccz@_J>C#IlIWIr2P`PZ
zq=X2E+w4IRg-Fi%IE`u{4XTcY^JeC4yGK5uU|&Nc)Cb2^({IFzzJ|gl1Z<%64@t9^
za~0rA-<t|$VE0b|>a@vnf3(WGSzCFoovo~~$rSG5QfRix1ek=caWv|=+UpVIKeS*O
z>jqXizOv%EIUrk8ahx;J)Xzva)Ui$nY6DK`DY~LWGaA>|gu&;Bp(Ii7t}4A3qn%+V
zJ>U4xM<qy_gM7sb%IaeaCU*lBnmT53{hGfB9Uua8zJjf?Kg&siAZ*OSj|z#J&*U3Q
z!_(HGut%8J7$FY-1hCykZQl-9h}^7ifzKaZlaRH4SM7p~dYqxmV4ngc<~|BUMR%>C
zd52M!pl}I|H+8C^EYeSUcNyu3-<}8I!~By=fFT$t>rZ^MoME$xVC1N1Mo48DyXE8m
zcj8P*@e>nV=jCy?4Wc@8d^_8|v@pV!wtiOHjaQb977HD(ai3e#oTfHx>O4+Gx;1qR
z27Rxb8c%{E?wbApJ|Sjfm8&sbNE7WuiT;BU6U_2rRD+|3&LJu57n(!CQQbD>CSXkx
z_NYIve}jVPI8=&!zNIe1ycQgop2q(-m6bhCtQPwa!<a`!%>K+IXor<_xRY^FORyi?
zYfbu{V)R}aF59JJ^Oqcy`enXB6J)3?{)EFkNaT$&w4Qg;>Q@J^#X1Z2ven}lU*aje
zq4E9#XW_NMJV_WmaEWnR4c)Qt>#j!T4t0uM<p$`9)~O5X7tVH-x1nN$<7YJ_h%Jxt
zBKd*QP#A0m`)v+EWIdzA`0S&21)W7?qMlW$hb~wDZ8drhmJ_Z>l&RXXSZqxRNuE2I
zCUkE<d!?6){2-5DGTe<-!Fk%mmS$`B`vIfNb~d@?+&mkc0<-YAIU;mbr7}GKB8)Ze
z0BU@K_pPu(o`VaQ&Jx%S^ow7Oe1N!8`9jf=I9zko4&Fvq&a$(!1?L=UH2&5M<JN{g
z{)S=(n6e+5%^-HdASl%8pc^4+)9%qgNPH^cU6_oHm&`&v%6olz-M^sfrC1~BiYK+k
z7baBJ2TP#<WI&t08d0gdJ?<UAQW=+7`0E_zb_pok@;tbio1s?A7}4l_)E&33!pY1Y
zng#cpJ<DjHrTY1B(E0qBdBK<|kz>?Uy^~mlDQ4&A%F+SgxajCPtQcfA*#ZGEc{mXS
z-d+<;k|5K1CP9n3p83{JN`GgD@9{HMQqL0y2mzl8H#^xP^}BkBzlc1xqS)ePZ(j3s
z8p#?54i<C`Moa_n6PC`5VN|B>sRw$lS4bmXcnICJ<7lWh53`tW%-krv&qo{M-3|i#
zVKM>6^nE3WDt$_<Cl8#&m=vt3v+C4(wisLc+ZYn^;>aKO5~FmAj%{yC*;s2?{>0Uk
z@jFKQbbmp-z2--bx3SGfhps<b_T(d@8lF*lKft<;ltL)J`B&@>V<rO29XY2UI23&_
z@>KkB<s?NviM&0Q1i{;>-77nOJO6*Kc~|e<A~#jq9>lAI`xp59LjyDx&K2l5fUUzs
zZ$f;6EGx1V6;bR8lb4yQn0P!a*#U@}n#BcyV^{z+W~ojh+#_gibdOLhu6BUe)<$@{
zI98Hio4mXzVy5Vjjxuos=LBNPeDyM(t=Fx^)}lYv;VPPQ9|ncOl?8ItIF3dE!*M+g
z4k|J+=6tIDg}tE7k{(8m7q3?PE=1SkzMvoiwNOyaIz$y@8235jEzKqmqcb3=6s_kV
z`?6O)BhZs-Om*7hP5Yx&Oj3HqrG3)UA`9{(S4Mc@BzJ9{zC1t2(3j`AB{qU|Ly#*U
z|6BpehXCl)b}vaRP4q=3yR<c9`iw6H1b9Jov4jXujdbz;JrpDP>EmO(4hRtQe#v<S
zlos=C0F9>eWL)A}kEHp0?d?$_e=|wYQb-Of%5|U0?H;=ECvMSo1BtvBbW`AaJ6m0v
ze>}EUOCKa_5htDFRn(0M-Ed94uHRw1>5zmngjQ6^dkcN0r$0zwxV?iUaM#pY0{oo8
zT}6)`v(6Trl4rp((fzXiF<3*&#8wpERL^j!1jj<n<dUSh!m_)@h&b##)e@^0cGsl~
zkq%7AM|*Ajz^!t9vt;x^lDd|db*85Rv5$1Z(UqX{zDK}<qi>BBTXhw%)HT0ra?Ej5
zjCSiUOZd#s@B!5QeL0aAGamy5bY3%B%+%AtuzlK~Q&)ta3KOO0yigsW!H*u{bv0_`
zKOWPtsd-~@|25B90D@+d853y5{?f3e%{x$lUOOvDKPv`UE+&BFenE9?pSJUPIGbgw
z!*%O@Jq1-k<_je<bysiSDB7uMu~dNWFcj;Ue<Nj@(nZ(^5#=FsC+kNd<^`1Dm<(h^
zAHU;1u?OU{oy#=oQBkOoQBcNE^+fvN1=Q;I(Tbd0VB9Hvt|wj+PHykl9YP_E5fGWD
zARVAC!#=uf%O43Ko~p|1X)jl$U5yqtlTAg`nlM0u0OYsJ`gs&cDVQs^;Q?Vhz~=W0
ztoY(?lkW(`d|os5ioav^+vz406zh00^#3uKGm}ah%72s@IO}^x#Lf;k^`riKBda;W
zqNu;{+Jku&%yL`>Pb#Ynaue;bQo)-+es4)!st7#g8@N45FHcr0)J4}nm2|HKhl1yQ
z!lbe#qw|Z&)5radXP~8J;KJ9!23M9Iu50qhI#712tdV|x8jOb_OvRE@x$|2Q2FM|-
z6=Q;kR%T0>c8QAjzYkGSv)=3>my%^O3};HFdr10p=Ey?krwwO7AI!GQ9ulTlmw54k
zZ_6L%N>S$jCjF{OdOqOZRdNI!Z*DivY2?n#)1fllkHq5ac?~}TINa}9tjdgZ(WTjB
zVdNhsMYYV{NBIfvG~|vgbHXkynlnf6p9`0nYF6`L`Y<~8kG&z~-U8d>IrJ%<r~(HB
zM~asADH#J%Js!Dh6pNH6n{CWfBF1`=>0Y6|jRV73MyHR-l-|dvgyt}bAv;brfjH0G
zksqCuAXI}CE)ET4;Mt65u-o8X8cE<*eLJrtJj?C2(f?L<XCrK6G3b6n6ni2?ydixH
zOW))sBk9zEmSHL5L*0$!3}Gg2DsLNAjiyM9`{NiIv{6}{V2mP>OOLniUQ_w>KMpsq
z<%c@9qZu5i7nk8WA&|HAZWDSZ^Qp+<yu@4;@cR8GX#H4$Q-N`?(P8g%zU{PCB#Hz6
zel}a`kI%|Ln7(g)+4voypC*rEjcY`)%vhem*mlnh4@=f67WN+2GXe4mN|AOM*Y#l+
zbDRT>SVW8o`+H)%x&3`hpu}GK8;nDpjG2ycw?g{E<{xT9Uuu@sZx|bVHn(0AR;oQu
zUUiW^2&-gN+j%>XK#=0WAf!uzk8+j&I5$UIwuq(Y$iIt2WZ`r|N8@8HgU?ST=4(-<
zVK$UuW4Hf)`B{EXQU2|_5;B{?<;F@;1s2$gR*7bfn6O$4<IbsBZY;o;@o!T!6h3X2
z+RrB<F(<Z<o5-KN5I?9@=c9l6@A}R0T{UCw*;E9w7#ky`#(Ghfv~M6dW0ery5HAUy
z*T{Q$!waN6ymtv6@7Ixr#xhtPNjkRF>pL)!{<Fgvef+S7;ynklbpcz@dti7XU-@IG
z7-d$sv=3`l_hdHKMi9L0xf`bikoJgKG6BgrSU>Av`3T~7sBaU2q;y>czNY}jn)5s}
zzhIX|+ZEFl&^KGk@g9(@<3f(5;ZQ<&A;&8{1!f4Z`PzttsBYY{`0k1I$47^;1~z#J
z%)YR;P%AWlT!cp_4`LV-@5m84C)0=vPYi{*W6dDnc=W*To}EhfH{)*(A1zZJyniiE
zIei3sEV-B@VhsWUwdapHmMkygk7Fhw8gr;scdc+blpbM@l)+W3nbaQi`YxAdXpjAq
zCKx9WAV|mgnlpoY<@L4V9P0@40{5!RNRM;&JH8^7gH5&sm&ROL3A!r1p+1f5^>TLm
zgd5V~Sb&q`ZMFP00tr}2JPn93$W%d2C}Rd>@o~X6JYlLp#<UXnAr7vNqT<MPtvF#8
z`%~K4)`V)|=M2lzaeQM+(IwvVsS*CVEi)sz><t4g$$a<@hFFGCv=|<`i~bB!x)np0
z^kx7$LQW)`a)^MjJ_CjZl1~u*NOaM*(h!w3Do%_=Kk1bVvr4(y+CQF$*WF=Am=Ov4
zVN9Ak8kU|?)~@0JBd84@S;1YZeKKu@D)(iJO1|p<EyQM`!O;NRC~|KKwy&}48*HW_
z>^}Bch^t~cyZm!gin4U;MXOQpxMoXF7uv8+3w@-(N8?JOaah6CB1GX32Hb;^s$I^Q
z*o-lsBK-o_7iDbQ_=DoAD|B3z5|IY)+tvMMB1mC%N>At|4M>V&@P$}lwI`yk5mCJD
zsw8hJ;5@u#y{$O?l<q!d1q^bfOi#6_U+dG+yYSe+5!+Aw#Ek69Gu(J;v6B9iO|8fF
zFTYyowB|iyYNX)qqZSynD*XaKDfa$V7BKK9Gh2-fWiSzasb&vhPgP=QFIb<>0m;PH
z(81TVNfzX&ITiFmlBk<_Jy3m9m-y|+zg8^BI@g>9rZdQ6(a+uZLR@9(LO9aTC9_Ww
zP*gX{#~zY>+iIP+MXUc0&)uE~u&k4l%l{CqAa)104*T>F3wWnxk*Yb}s4<(fvc1Z$
zo}-qOd|O#O_))vLe8D}`ikQZ9Rsz6YZ5H%P%3~}>nJq;a9*vmT{P(F4^i<ijPij^A
zPA7qtReuamd_UJKo1<3nahpx)4hNbP#S4Byc`Pck?v1)!m7U)dFCE@fd}o8$I>8)-
zc%jO!Cy5_wszG48(M2=;#C02tQ!l*@J(AUnwb?V2HnAW~bjkFiYV_@iB>G|mE;T#0
zu=8DQj{#p!UXLkLQRp2IxV5K+xEl-!$ZQ-q1bZKf`z74tdKs}1x-oS_HpE3JtVlYD
zv>9Qj?(yR!fUkHDejwAS2+_3zuLR13Zm%mJ{R<6uP^zpq?4bpl<UCdg*1R1vcRLT6
zK^6#>Ap?l^htjj>Q4Ru_74o9*b)z})!)#QRy<?(zr(XMFGNOvYn6x@iG+T6%VhHdt
ziW{qy5>nuc!ump{9?V@t*EBrNU=!G?Q?s;hF5iXTqY`tJwFrT5ew3M+e)ip5Uu#!W
z$PD<p!Duh^i5UVOG&$odcW0DPjSM6_SR_cFW$_qIRQxjd#W@9J(KM?CiE~-WM81su
z#x>QD#dStY__1te#{qXptU1&BoQnn7*%G4YiB}|CrS;#JQ+kT;9mpjqm`vkn^YG&8
z=ARVEctvw0BMi1R((X$miD+`6U8%<dIcTVVcI-91Y~Qas`Ch|f(5Y=%cQi%I0A}<o
zYoB47gnx>A=%N=*!AiT1y6nCkJhNoOT^l{!F8Z*!4go1Nwn1Qhr+mK<G(fU{dsChw
zt~H$fanVi|QW~fMt&#X1)P?PWen&sX!cQN)(b10=#CKt+zFrrKb`<a!`BRFL9WS8~
zZHhv##zFD>av}Q9jwFpQ-jMWR+P!!;1Lim&3DUmBhvT*t@L8aC=voyY##sVtEj$cH
zc!bn_zwUXm>U28Q%voC0FRQt3%Q}UOSm-7nxWs44IeVxVt9_y*#|K&&d&jV5&2|9n
zV3+%J+?kb(U0JqWEi7T-r#DGc#TwzgmQ;SmM0{=wJ~2gq)kk~yAU1GXeBTe>GpD)x
z_hioql#=hU_aUcM%L%m3-G+-V%|k8fImSAYyfqr{*pDwzBFRBxP?^*p;ALSx5Y1Hm
zvp0hoH|DB<j>2|L!+<~YVYM>1ToQ~gbL1dr=A1}BPpUlfehmtK1NzHFx)w#g6H~*O
z5pu=!)|@F5&6j=vs((LMWk#cEK3Xw9mh%2suqh8TtT-{Ed5fHG#x}r=X9npzh#ll+
zwhB}3>X!_nqnnu9AuHd(UhF91zbQGS;O0-^bR8j;t_fk*9GU>Q7u9f=EkRoA6!EC$
zr7|QF=D@v86Dl?s)DK6KjAhR^xGE30r$RArgIzGaTXyW|_(?!`GcU+@XRhmx5Ci3V
z&pB7z%10UhT-PqJx3P16c;N?d!Zwlu%VV3#ZVnLhPLW!ne~u+FPSMT^bxOj=jX+Na
zO*s0Zvmg5*tonbtZ}|-e$D98lixrSJX$Mjqz2{>Ro6W)`td;Bv`Zx||u5SA$tnbMV
zj^|I_hV^9dI0EJd0O~-getGGriQV_KXsG8^I&yhep7R9Ipl*+wMF&7h6O$`?IG20x
zE%{ctE8dlew|<LyAQ_de0h9AVYI~THYIeO`X&>9>5>Ho*UMOdhKC+c5!VMb$wPHYa
z5(ka0d2>byGFbAV8-uHPed;*2@cNGES)c_0f8qaT;KsiUGG;<hvax7^^6s@q@Th0t
zkMKDR-5@}YYIOi$j|M#H3rx-S3QDP~mJUOXOWY7OArK##o(b8U(B-l{Q26Ao={PP4
z^UP2rn<dz|(lrT8+S+I#U}Um_lOQn6z%G?U)R)Gh?q0fQ;%2V}`Xj38lv^lZ=Xvhn
z?BFT1mJFmFb?n}PL@-#j4PMrW2b7||d%#uo%P#FWPRq#ftWv}f)LiA3=ryF-BVI?U
zT`#rUQVW^hvhkO8<9mU--#aZme6&Y!o|@rW`~$yO(L^Gj$eQD;-ec0*dO*GOQ=uRK
zNaYBsun9ychpwh@LatUw**I4Lo%V*yGM=NHNb)J~6D~LSR<5HB2<35Y3GbWXopzwe
zfaon5c1FaX$;0itHNb;2@;mQ@%FyxlytGOhHk9aaqL8}<-ZLs7D^H}f4v<V-y@~IC
zHLMl2{5;-0W+czm8f|xQ>2HUT2>ikJ3n<Nb$aR!@$m^!OUlI7kzgN!}-Ws&ph+&bk
zL)FJ^jogFv89zrcs^Wglhv*f|#hcUBmCEyyn>~7UmoxM$i(g%ZDQttoD-e|sy`cl&
z!A^O3|4b0XOS-UPGs?#7qJ?6y_=+ic{8nOAQVx1mbtJf`;6PBlt`Ye^G|Lz2K0$H9
zH*?NurT{@!xH3$j$=F!86$dABH4Y$?*3D$vz<@inFDiyx?}jNenhyAI)15Ky9^FLl
z2XK1>$g5(3ty1^k>;+iuv3kATHXA=`-X(|Ytajf}M=dp@0mc{Plx|YMIxTWhe~Et^
zo6{$lNR8B#?_Bg+zb<5<TlMaaR9m2TK@$fcp7whpn=0%$op`uOBA2}x5SYyC=1T#c
z44Vr>(R}|oaG11{@NkZ@YLX&vCSF&~%7fp^sP3En*9V<P8X7Y5JM-jZ>O{mvv;fGg
z&;FqFFr!m=YcJ3G<P0i`>ZOx6F^ip-JO*mQL-$|3FTPGQpA4E~ZA*&rj~$K+%!=uu
zaqQb&;K$k1R+a5XK6HlOw;28s0)e52Ft<1bgYO5W4l)C23$E2$2!irFk;11C?7Oio
z7CfIkC$08(&3pmG*2t55ICs$!;#t&tt&ki=rB9P2+8ptb1@vvr==0uS=Wm=+%3E{h
z=7R2BxFmQkU8yS(Q9)v2`SF8?9uV>P=Md8->WQ8BqhXeYWAK`UGi}pF=^G9uZl17L
zy)M~jl6Z$bQ%QVuFA+{V;XP#^MPnL+Q93$&a3#mMP%t&Ho<@^zcVWx2BRmT!!=17Z
zHwZTo*GZaq&os#jcdmaRUT=iS2{>a37Xs~yb5W3$&3u{spj9|x@%N-Uib&JjOuBZ9
z4)HLf4`D$-Xkoi`H{t~+VMmv^-8if9Qz(^F3Et-*iISuR9QP?<HBo)f7Zg4x{Z8hn
z7M*=c;cbmSi={w=s7x#$KTuXMKrn%c@#mc*ar7wuZm#O4?<3l6Oi+D72MTF7cZc@Y
zjK{fhuX<-zl%yfiSkgMdKT-utnsqzSv39F9Y>GKqvjQ}h!C5a9cb{fh6>x$v!Z`Jc
z)74tj6!!{k4jXa(5ci@|0p<mlsLf>)h2lheHLGNSnlCZ>hMct-u|8y|JjVGo8@+PE
zl}?3O6bl%!+vl_MEuvhf5PiI5BsaUO%0=IAa$-+YtjDywW9Wph5T`4sD&4Q7;=B$}
zwxeB}vLJk)oeGad-#*36yZS}TR~5{E$9n`s2JV%+)jf{7LSy}5pTpR5?5B$_AE+H%
zqzf|wCxfOB?(AYC69vwdeppo+Mdx_x%jYI4tLiNY40{&Qi~I&(>l#lq{%VU(k`@mj
zC~KvH_x-0C0Oftn)QK6TH6rqQo#VCxpp)_HF!_)TnQ09dwEiAdYRLAK1e>)mv!d}#
z3#-}@K&X91iQnB|ODrwoBA8@X%?o5M5Nho#<N!CgL?3umF4-Jcxji@A1=-Cz>}@|@
z46CZtI|d$xldOYFrC%?5w$%cVb5Q$l2cQZUyZ)e?T}Gq$w{s&Wr0L|DFGCdk<|i70
zCY8-cT_JqhxcO%z*~|IFNu|mpeA$5k_l)mM=kfY`r&GcAAhRRZ%N1bK?YX4sb^Gt#
zeVHe%VX)nPBw&L>$xeI==Qd*g*LfBVLH9mQ>o@*qFHO;~Q<$$`q29G_O$F4?;M|f>
z8uG1Qs28y>9$Az&|13aqqcAM=jB8ZMshQ2Ml`+~uPRX{AG3F=$fRN4#ekVZ$PM#*I
zY`Cp4)8%z(1Pr|BPp5O;gPdSoMIGq>6QgfEFZ2TIZI|)n3OP2Lge01EDxi$7N60HM
zteNvc7ga+te<RSgOFcLx8QDJdW;l;#d;t{|FD7Y`1Cb0ib}|`(YZq+q%T_>2F)Aky
z?txPd!P!rR@VwY-P<SER=MYoRh1vsxX0_SjV0DcC4vY5svO{7eg?Us(l(I*|Z<X&H
zs9>76qG53aXQC<C#G;Z9x~pSx8g(ZVByXKdehx-D*0liSM~B~lSry}bfk7zt6aZ(;
z&!+mvxCj2*#WJTDr+R9k#<2vS&3f?RA*<}AeaYZdcN>$*@nCv4r;IvxK#~WQ+0RAr
z+yF$C5(^R}$5BYC!?CKX=Zz9&DDY>X)ooTK_?nl_GFL>blG<S)L}o2$fEn~#@QrB|
zvC4oi`|GXm{;$5SqRIHLm7lyCzHE%-3+>5Q%-?VSJ$kh|8{olme|Xz(nesK|*S7*R
znDiV-;FjCGyp_BO@w^wl68dujqHOIAIVUiW6Nrq7#|=*fPQdB9fh6b~r2j)+yGQtJ
zF4<kI{|89?H6P*Be-7vP?%#(0cxf+#bkJuPzYY8GwfvM1!>0ZnJH8#O^IE^lsedNJ
z{C981pg$cm@?WwbEnVebE$=V&KIW6~S@~nj*A;T8!-?Cjriu}&{op-nnN@o>CTB>N
zVH59#MSUclq?jfxho=P3Y(XM|F@Oub$k_#x@<5!BU7rj|rKnL%I1fK!TXd)zqR}U|
zE5;urKz$1wo_G8iwko>)Hwk;bBDUMxtL+*Nf41-xsN{in4omXYHq=_BiQ&m&-QDZm
z1$vtAf_~_jC|MYrd6b|{G<r3)kI~Mc%FDM*-RlqQ{>t8<Ha(ONE4m6r6R<Mxs$(xB
z8o6TW^2S5B)KmeHPo^+U+G7eQ_+9W}=&iOG^%j&(wKz5-PT8Oi>QhiO0P#vr$vZwH
z`A-9lh1MQT&T}zqm5sByYb-1XfNa}Fw$y?w@gQxw?FqJb^W-=<cD6tL@X-LdvkL6i
zQK}hgI27KPB0n0^{SuqNX1P`KfWDWbuH8Y9s`mSIAG7l>uV#Axg6s~}6NcY#*>qgS
zi;-W2{1=aImNLjXncdHHu6!kq(`ms890;$6PQTL#yi$LpF=Mw;Vu3L%;6oswBgsNt
z<4H6S^cQt(MD4<$_^+eU-8FggS{ks6mX9AbuAty1h!|`?l$ZYnE-9#0OA{__t4YrT
z&VN@ae1ERjO&ZvKH14Dy!)%<m9njdv`Zh#X;IMl7qYnAZDvLoam$Y9pn^B&2Idn7o
zJy!SXd437MmwL9NVE(6wXSRS*Z@fx*S4z`l@Ae-9Rl-3V*p8wqAo*Jw=a)J#k7d$b
zbV$lgv9cykmMma?x*cNJD(Cb_$N0DtPXJ(PkfV6ML`YfEj=tQgW=Rh2HwKQ$xD*7F
z@UCb(M}n~igk`3w(xupT47Obk9<uq7JxzxQS)@=QBwmi5zu=ZKAsLhpl@cHvf!z{r
zUffb4X(YZbLt^C6Pjdd)xM!j?X}(<HRM+>lWREg>a*0|ua#c8gmV;dNP21^<$n-vP
znUb&tlF7~BC+T9s8psL*<?1psD1<r>u;tlDRK&61p~!RVPlX~9lK%?_DYNaebq0yJ
zjm&?Y<T3p~?1{lguXh-B&{mW5coS4<oTFavvQ9O4Zzza^M>H`k9hE^h8JV~D`0wuB
zR8gVbrH-`-6<b08;O57rab{44v)j4TAmr|g`R&EPLvDrnZtZVCxg=oyov%Y}Xi0ju
z_!#hDscRFJ;N875>5^!VTPUZ>WI3(p>}`T{Q)^%F?u?_1J1H8(*e;dNh5|KNoY}O-
z70w48pKFbCO~$nQfD2{Be5DyoPwQuRXJZWfi{tLF1M>c?sPAUG&QEH@hgSa}Vvw_z
z6GZ2tY*tpnF>Q@w*!>`Jb3t1GSB6Gx*Kyl8EoK!BpBa5GO?t)}cC|$Lhv9W^q0Xu?
zqK3F_N(&MeND!p^t2V((JAyZH1Pb)B52t&G(&13Z--4%AvK>Pd<3*%POvR5`s9gOE
zJ7c1fT2CA&{Uke1b?$QbHchvUt~ru|>T^;*Qwj#6MuAPB)PoglDpIWQ8>`%{;!Pt}
z#n=%w>a{3RKi^*>V?GY!%jz$dmiM=Ip+FHkDw3yYk>6zSZF3XAx}lHTIIM1O>W>UU
zUF`fmvoJ8eNN!#`l?On4o@Sdsx=aCXDUmqazB?JIYOqD;Fy-t8oq0o1atR7Uwv>t3
z%%ZLP%6mrRhpCLw8W!#LuyiZT7h~_IcZ8r+m6#>;CEn|-2{1xj%Fvt`xMsu-o8(tk
zhn&G~2nZ7R@_$(~(hnRVyZgJF?<Tq;V+L55vI0yN?sQEe3?TIv)~J*gT8?j#&UG^^
z*BpkhB5B}i#rLr-7kv(}hCWZXW2$HYc=2|e6M*$$2R7TqBZ-UoINLU7Qx(43z;8m=
zLRQG2%~nf?&6TX^$v~U5SLh*oa+BqayyNF#Zva0D^p%Idp9H&)0O#%GmUq`8zqviB
zduxx*6<TEU-w+26Z)_dhyP`jpvDW4&zZB{i?K7E}E$_KTzycZEp=4G5+FBg@*y9wW
z1qG~fSyWCZQOw)x-VA#Xi|Q6toMGr4r})!+vwlu37hIwTpeTds<K63?LlEng@mt~~
zksHo1)7SRl5(|TTCbFv1l4d;n!ir5<liW8QW{7|G`=E&m68$2|B;1B&;Lp#!NvUlG
zE4CZ|0%pn?kfkha%@V~R@}?b8QE}9JmKt{c+_v<bIm(Ry!^F#CF?TKR?5S?FN;1ap
z`LfMlPe~RjJCUU1dzh&gbOeI$W8|BNv+4OILo1I6YudEmn++G)n>}e8flUK5krVGF
zk$qQ;SWA0>Y&QPade!ZtoH~NQqsE+p5w<IQ2mXiBrW4RRY|g439B2d3zhq<E#B_<C
zbO3wwQeJhAaQlLL6(@e;aOL9u+qZZ!pq|~6q6ET86%`zF_3vHE6tQQt<-+GX59#2R
zyh8=#rt}<*hT2~f(T{`wAtT<1btVllLG*F^>C6D*W0C_cml$<U!WCM=a(;dZzyC3w
ztA`NTm2h!@Cf!vRFmQFQ2b!>9$o0_#FjWW3#Bm2|L!7sV4Je%Znpqmv!u*`dm^`Y2
zmBUlLxLZgO<&Dz9sZL!=qS({%ON;D|B4D+Tk226vRAScwd7CRR)0@vJZF&wMLnWv?
zmw@A${_Y;6F=)Z9)`8Zvs<GOP;2ZGf^u(6J!20V{0WiF!cwx~KeEX-i+{LsV=UEy1
z%2C1f&?!~3Y)tRZFRs6|_tu$>Lh_2>Q!w_i55GSQI^*XXt+^5_F6PZf&A8~X>tadd
zL%p7-yBd}DvrP=Arl3$><q=-B@Vq@bu%|B>e+gC#`fnCmQrOGLP2J+-wuMVdToAou
z;-7u7XHTgHl~2m)kI}*4YcDW3O725hx>n0)EGWUUqto+pv8Fh*s?qjj0Tjo<xk&#s
zrd7M@GXqw{mC$wXcNjCd(Fv8Q7H1KH4n>dMKsF3$IG_?ajcd%xaSNa>uGs0rgj3?R
zPh4%aAlwfu-=)*ilDyq2ynoJnnzhVq35fTbmr?cTF@-uMoQ8Itx3rN*Evvvwmhp5}
zJ3C`93Pc?t3GOB1ok@$rsDL|JD5i1SP5O*e+nd-<r=pO5#gS|`JI=DgaF@l2P$w!e
zmml6`tZJRMeJbeY&!wBl+1Xzg>>S+z?8wZE)P9*y1K)wy4%(UhWzE)OAGI~(vAMnA
zV^TbWxmAf;Shi^wt9#V8B8_E|wgdKds&9E?R$u(+JG6lM>sVVMV;_HZg6X7$bGRXD
z+W7Em&t{tq&!)u|)Aq^APqmv;E6@5kC?08=xZDA>pB}&4A5HM;E|W&y_C2|FG(fC-
zB>qdpFUuLeHLdZ8r_R<FULdqVJAU5qQQFx`J4U^Ak;}Xc!~F*QKuv5Bz?{X84^{x2
zk{6<a5a?INTYgIu@zDPo@%bztj)mVQfc+LN`E`%v)K|%GzDoV@(tb+ThWQGAn%?~v
zZ_RD|+8gxhfAi~K&vgGIbpDQs{(Wir^zY`Y{%tFm7vRyC;IsS||3RgFbKcs29T&b0
z?)W+?_%(aivbXWS!<I@t-|yHl^;wfb1cdv>8<fJgQXtrVTeA2sPymCV)nGGE?oMDO
za!X({yAj`D>etBVhRoA`Zh_JtQ7=dy0JVgSIY-nM{9hP-UC5y-#bMuK@}3avqxEuX
z<kAz&3bpk_p41-JpGy~rw@t(<MfGu_<*%di;W~KL4qLXmdq3DbQK`*`6IU&dsCxlB
z95lOuf#mX4?X#p>jvP+Ms}uwdeQv6Uptm6QE{N08cb{3di_$tGz;jQ&Ox~ee;^f<f
z{&3`ANoF2&cz~>GdfCpfV^lDCu8oKkolLl4y{N;pyN8X9h@Ok|A-^wDp{(*x*$da0
z!!tGwAf;w+vzCR%i*)Cly%|F|Db^5kGe=qUSgBtib@byD`Mo+uXB#KC+b>u?Vi_U@
zfCgXNv}iU`QkLVzHo0Ene61h$U^f1A%w%#2{6!lVNMZ&2i!o)ph*5S)W$;g?GYKi`
z0r&-o9J+PaX)&WhT5rry)RAbMSTd!7kO8CTao{VOK9{jh1ZVAN?0}hVYrp^$!)Q$0
zbPeJ*0mNZZEA_la)kR=J{XNpv6KY>r8(Y31&P4q{ofr%QL{_->f*uqbj696t$ejH_
zc!_^*f%KIbQ%rw2X~LFe50F^>r_<<!`zmi-MhWQ12}+w*;0_igop0CGa|+3^_=$fR
zTcw*03M^F7A|b+jZ*zI<Jo1$eRdCq?R#WO0DJYC^B3-b=0>@Xrt<~6c5k0MSN`X3p
z7&L4twDV;liy2QO+PL0B(!%Dr&jp_)<nC8y0H^LGqM*}oRpLW25>{6|M+q;!75Kd+
z5i$A&oZDDlKJ-h<l$1Z}Lt$IFLzH&6K*n<^+4P<@a*!hZ-MK8KiVWV{j`(Hi0iYlB
z*Bu?<;7EX!3FkFA1f`^GzcrNyMIZh^J~d^ba6UTFxc;0+%fY~E$>ye+gGnksJ8z@g
zZvS4H7@Zr|Mx0R!XOP(-yxh10z`vfpzm^Tu3&!yCnao%d+X+a`>JqVXSZg#MA9s*+
zQtMBPAU};x@_TPE55dWvk@r_ybux5kZ;ka~+^6Q&^H!k_rX=r{@Pd_*6@3vD4M6MI
z%Z=bfNA_UnmjeXwirMUIvn2(J`v++Tc^jvclCO&Dz|=U7F+#M9J+niU^Ll17n+c^g
z!iSKaM|M{ha1Qf>2vPFjB(I3iM#hr3=+iHRPFgy;p7$=<OzXE)LP?u(82TIZEX>GR
za(5`O%fNIXZs#L<E@KJIM8s-zamZdW%e5J4Cp)|#QBjoWvr->9bQ0;b?PI9^ZK9p^
zrAJNMl+r(iC!pp&AYiDD2GIVYaKirBUf0$&6-)qa*t}UaqNL4sPq0U{pS!F*hSBOl
zVQ_u{JI5r*kH?S-F+w-8hG3&5u>7^p!ND6W7f26|ZJ1GXy6W22M%lFV1LJZ3I!*qb
zA*E%K-!tT1K6!*c-9_~YF?abimJe~BQSP&0DhuDCl4QA7>{8*wRd!B-1sU(lExK(H
zYMd|r%z1y$!2|8iecbH67>xycZJvp^xt7>v)BjUi!U&$&%E8#^(RB^!1<_~8=X=aM
z13h^yo7w0Y;6!l&I%P9)wSR1SA?{zO?GXcm2&L7WV}e8hR0x|$j@+y}-c<wKSxWaj
z5I0`v*-Mi{GvXMKDG0P=u0{$BXP;>G6tAp{)mCi(CI-@V=}shh*$Ik^g=6~R7k!xn
zf^A*~7bDK;TmFbFE@2=y&*X)9EINnuYNPTBqPXStI~S9H-`+xaxNpzlXr9}gA0dqC
zkj04DFUt@!!w}H1?2PuLm$aI&AM}O=_vWpWhO;Y)_Hy_~phb~mv79<<wAYQI)?~GV
z2di(FqQ=*Dd-xZ9>p@{yn|w!5j|LgiMM`LkZ1wg*oNg86%FM+LQxJdL{qRkk7a-L0
zx_`U+j-U&)OsRkwtsOC|{+>Oi#Wqc<0gQR!ikj0*Z6?30!F?8->2!44d<5t$`7EO8
zpoS|~Ye}b)Y-dtqwUVctyK~vTw7THFMFoO7!3b@Y7p>nt0eO~0S6@CMucCIW6}%pe
za<4K1NtW(cH+N7`<!6#Uf0uztw_u<7u;q)>*DR~zk~-8q60BNOzM3X#)>EuUi@!%e
z!S+zZ{NXdmCl3O&(Jc<2wf{&FG-jC-9>(Jn-7f*3l0H=a{Hb<Ww_#m%GI=aH;k?lx
zQ)_iH60i$>+QO)yz7?Quox$yX=)DgM|ApnY*<JRNjLV(1y!~S5w&JsEGc(7$*1wM&
z+&-z3ohefnspQ?HRKDFLzh~xF!kD63L`rS}U8Ge&s$e9s(_*A8aYV4x%;&G*T;HUP
z@gEWeh=`<et3bWc;(}3JK3;w;KHQ&H^f1=|y)QaBl3NWDYj#ZNwIr;^xFi+Goyit?
z8iVD?O~460yQyy(B*|49q1n#Mlo)MQ1Io_=eThsZN^_2bT5z=!8X?#iRRj81WVxqZ
zB%5}75~W!b(M?a)9%!cflXrZ0Fc_+#!4sO*i06e^CT^YZmYCAB@p*HV&nGFAPyahO
z?nHVJ3s>FEL%C0q%Ra>semX2WnPDy$u##DmF#CF2t(}tz|A$iwJHsv*RzAJhx}E%O
zJCXSo-A&5zSl48XaHVd*NXQh273wDLM5?3nLAh^aZjjkNxNSP_K9m!DUqh)bbWX1!
z9mcbwD_RegKGqte6wq^j=g4;{7|-QNbXWzK_-HKp1Uj8}jkBS-1SMSoB)|eSit77m
zO7qm96D4+mr(HSC;bA@%&oUz04?YHbyxK0K(%necwy{k-${%YU;p<wg42K2e&C;~5
zn?}~%+5Z693dm%k2b7j-dvv9&>wjlcB5gqZ7qFqY^pfV$n@SG?cqk|X6A4W6xb>Y>
zFej9fuX~)A0an}zY-Z4|^ac;htPzqi=8b%R3z4(<k8a>bw+B1M^{?5_5hlV?tK8Y6
zfQ1jOp>@x5JmN0yCVEGoFJ6@%^HcwA0nD4P2zY{p(=kFRAp<60i**{`ovLVv{-mn`
z$P??Jvln2E4N$yw&V$;nlqLM4#C+$ytra%X*?r2B_;1Q9ibnvGZ)2RsANI?wF>veq
zsU7v;ca&tctp|z=(i2bWBZPD%+ZKjaE&kJYb;deZic1>>hh*z4;OelUD{@!`x|xnC
zE{4@8jXHh-Nt8Q^yNBA5{iIb|Zm<y&Ly}Y&w%FTpY<+2Dv2z&IaPgETFkb5SA$>hO
zKlh7-x2{HpI72jJeVlkJr<=Bk9vSsZFcdFUfuGX!NCoMugru2b`O<e?c|exEN`^Bl
zGD3EdQ3Co-3QtxjPS0>olMOaQ$=&r{zCh30I-X-N%dSr?gf32|^1kK#`|)>q6__f#
zH4RGo%E_|zt58h8f++}a%jWmNC!-ilHL4u`baLqj&~{h?l|&vCQ`PwoxVoo69#KY8
zr|Ql6`Id$_7Ehs@`I0PTGB)~_5(D9$?IHsX9`F}H_xcf)QV7;4G|qmKAuOyk;S##F
zGo)xY8agh1Y?$H@`O`IZ-NYdeFls`mS2XTgU8eQER3RlDKr;rXVV>S(dg{+8upC9(
zuL~Kzx5#$-e%TaOmoZ+mcuVchlQ!ha9oI2*@|dOCC_qc7k$Aho%(SKDk=h)Cz>43E
zb9y*06O#OcVZVl2R2~f2`vzUHyzSF5<~3pOX}@D7$h8sxdY<i*nAek}h>ZM=Zl@<U
zCFu#$#jkTAZxuOKyXI0;p#WSD`snqy^L^*CK*xAx<2eH{DDeqoBRibd@BkQj{19OS
za9-+94*xe6@I~?~Ww_}b8{Xb7e)g_|%n&-(?ajg<@KlVw_;cuMlm5n7WC25Dx`~8^
zAu~%Y%445@M?(GlSfB#8Bf_vukEz2^KQ9e5`?RUwW_e3YZ0a-;I0Tp{`d<>zBJaYp
zmDEOn(m{zB#Z+6^Qk1jE6I-u!P4DMQLQ`a^<RWX0b}<lx(hHzjuuyCP28xXf@AL)%
z+40WoFw74nF95kVKVo^5yYKWU9WRyWn|)i+-dPFs0YrfM14K%a4*=LaNV}|Pfu4N%
zQ<2Y722(o6Uf<B+#v88g^QR69epe%uLQV&hgD9#Pg@?Ekl7>u^$Lt&--#f0_ajJ=B
zWt`BQdsyaKvJKi6q4&2?n=}(9{Vv!t$!~vnL;U6ku`@93wB#h#A4B3q%+VfKK^|#4
zF>HzOn(c4b5Z_WQ*CiF+nu4fR(jsEQU9u3I|1?RND8qD00+cFUFGq_0#$XVpLd#dI
zle3h+B$mXcn)l9o=IOGSc*Yc^Rlpfp1QaLt?LMj}Bal_c6pJ<qHT%L}>NuOv`D;t6
zdPQPAS!IFJan2O#E{nzR#`Ni>AhEC{>enAI^5iv#nx0wN%@o~*&heKUGoSZ5y6lgm
zf--?)qKrvwvWh$j{nGJ~6i}<!f>f~YicD_IQW^rwqDIN77wT*qr^(FKPgM(D(>Mzz
z9>s`6#UEA8EX9lbFNuOu^-ELt`q*ir=ddi^clM~pYQWWP%d{pP-X+s=@!h0a(My;%
zSJw%xM5ou-kgwQ|dw!1=iCyRAmEK^E$tJZ1Pd{m2Ue=<LZPbpFR4`_=76`M$$P2d9
zYTZzJGO&u{@T#60#lKGOJKt}-?n;e<Om4OgFY)|DLQ3>!(k0Zy7#m;8i>6AAUF&TJ
zoSiegcc4aw(yGC%`EIPICpGT2)50t9sY>o?BaxKeg{ry2zACA5&&s%_YoqopP%r$4
z^M0y3{v@#v&DD|IcDI+dfrI_D_-$5{2>)PA<feAU61bb@(gD#HHHp4)LvX4$h~hn_
zrX_CsN;(yx0tPZHKXH3<HJ^uZFiRR(M7Jl<4J^Jo=qsg}S)rVRwKBg&Fqems6dAK5
zsh95YBg1^SZ{;!VtKV`iSack#^_&8HGF=3!5oA`!<fk3H0Rm;-1B^<|z~?4P_#MCa
zpnX88W8QQ_rx5>IfV<iUn;8`m?)!VYV54-XVnvv&r}+8k$(e%0dUu7^sy837?F>5I
z0p{wcuc>5)L)r=jDA5d6)nZX{W}Q$7aYi5$w>SFXQ2A~ExKsv+_NL)rN_Ua=EgI;-
z*{dOwDh}Ple=(GyxYPZd2GmwcBl%5Aa+S+Ft}t-4=zb#UF<tQ@OK#c|&Q4TR&DqH<
zOizGYJb(pGV>4a+^CWa*0wt{=mt0F~rV(4nlP#IunJRAS#8&Z*Aq+5lNnAm~O?PYI
zC9&EBq`CK7TU&p1ZWNeUw#Y7es{^a{sV33^?%>T9A-kGG<uHFe1FfB)gn7gXY<$<^
zW7Xl*GlcMSvdnnFzsIs@L`2#@b^u15Vrx~4^3lLdRrrzGh79!tH+>0KuW6H_uoz<*
zS4JFuaL9ReCqHbu7+EV-Q&FRHlPHlkBQmtUE=WK{VsuXnoq!SLd9kQ!j)eANCAiQL
zLcHS$h?I&0I8DwH<pct0puyELcc_(e%8f>={FXvd#+kx=cc(xW9Wg4**4u#NVhpBL
zI(feITC+d-FkuD4h{Rem$|&@c4GVI)<=4o6gvhiu)kDWys^pr0oz$QdH$EDDrWFr1
zLf1Wcv;4%V{<4Hibcc#vQ4~rn&GOKn^(7=hIW^Z>Ey@_97VW4!vbqw0!WFR|sU7}2
z!Ae>N`Y6p>LB^VmNeS_=I1XBw`e`MBG(q^ZgD?|ZwbR_XBUk#L?ahk~g-6aWCe*Ax
z8-w6s5zZ!;XDUe_ea>jc89BLF>clg+*)%lFzYfHUIxJCu3oCcd(IIoc78;`<-TN#+
z(IW7Sv=Vc~EXzH_dH;|A3IGcL01b%+1^<)x_v!rljMM6*SiVFD=czgUx+y+pkJ(AG
z`4}IX$mjQHJ@uEbs(@qitUoPiAnx%MPefkBL`b}^(ui0_VJR69RM%WUTJea^cVGu#
z($aU4y<F-XIf=PR*|U;5I70~q9)3;Em7nHSL%rj^4)Rc!wrF0ixSa){-^?JW?tm#Y
zB!#+SxY11gphcSFGjPg4^~vOUMJd&CQJ5R5ouH>@2$r~s{UPRB&KKJw;s8Qrvhy-o
z33Ld3QQZAeIG2zGJ!Zx%G<W&+)GD_)62FVEPm~a<zG*^Dj%BF&-fiTA?fGOV)4^bt
zcqSW%r#O3aGN1F4HWr#f$O6NXHxc4Cv5|5KcX`mSuX~bxLfMyzbUKaY5n{Jv7p>8X
z5+c1MlB!kcCf|e4`=>guZ|!DovTVuztYLH3xG+Lsp(qG(!EM9Ky^E#NmkX@C!&w<J
zusS{1RHuWZWR4n9jd$)~n%EoX37%K;*wHj2cZ#vQYZr6}47~DK1gjXb+QDG$J>-T6
z`zR<e^i0IQIsUZQ=0a{&SqSGSDD6H}+axVw(eu0htZb8>!dbS$@jC~UIBb0~Y78ST
z$xL{45)xSzF#uCRio>h4DLKg&;~C%V>Elk{<A>t3I4_tLQ3Wvv7a92=i#=^*bs(C?
ztq%5l*N_3OlscTNl=ez>tM8V_)Zvz&j{Tk_6l<UCfIAFbKH`&_w($&EPC!tDBdm@+
zinxtPXjAOT9t9HWZG>Ol*|Xc<+QbTpBU|;%ya#F?7_XUXBSn^5z@}AkNS*|Q5C}?b
zSD5yDEilYBTPNa_1v7Hb6yGj^SHw(;9qn~&ld_{YMEM?sBi`S-<&;?JC9u$Zp|iQ*
zXlDyZoVVm!JmBy#0niL@uj`&2JwafXn?rpV0d`6Tk$~3375W)5pzTL8=}qUC!v%E8
zk&V>Sc<N0Fpy_A>z(><=c5tP+yKPJp6!)Z)Kz2H$cGyBK#N-@S4;xYux1wq%h?>sz
z%ityr0wYNM@oesYrdur=6-0u$Ls^K@4=9BAZC8b8Go^OwY~!+tWBJBw3{W!ne4$M3
za??ypu|U17n#na<40Kl^dwUF$q;pCF1n4s<n&%2`r$iaj1R{whM9n9L4Ld>nG+_fa
zKj0!tE~XC|IO4Cgo>nr}MJ+kqzT8HjG|i8iG@k|n+84cm;KI~W)Z!P#mUof!V_1=!
z9hO<s&;M<dzlS(3T&95U(hBA-GDd6+S6<7upTwF|(G#b*+PyjnnIqLKfW6@ngh1AJ
zO&|a|5L{WS?qO+Q4r~ssEO)Qlt;vIUtis64z867{|85@ZVjXd@JC2`jk3n{IOn<LB
z*oeC1RuJDWuOTNX#=D%heJ7D^DXXf8Je>BH8^X_2?2*jdGfNjyCbhO_KKHN*1L=%*
z+QADNUO5H*ew}+nQu7zI+?yw&Me$Mozv{Y>%v_;I{Vidv)SK|cl_g~M*EV|(N-Cn3
zI?4iv|6O-#ikl2Fo0yA26JNi3du2QWldx4X?M`rK;6H>d^00v-4|xLKWI>_g%;7Ub
z+?AAMvlq%?&&6GX2ztzhs5msUVZ{lsFkO+6cqEF+Y1D@lK`Lswg9McK7?MDauWo**
z?Qc#0cDX)k(ho%@CG+wfQSXM(W>awoi=+f76?7&Fc!7U>50R$i=pKcaxG7Ilk&ZPD
zQ;fU?+xX}2#J*@qJQwodJ43bL#^NqZ;KUpS8@12kkvTvgeYJ}L(<6yC$N2W=5UejF
zs?2u|_yH5!+*I!)67)RE`f{2Yv~)#=EYWR-(4EPO;0C}7Gv$_$tL}oL?|cRavhy*2
zm!*S|+EF5=OVWW)-zN;aGwY8)M?0XKF%53j+Wm&KldTu@s;b?N$Ovv^E`5u-DyDuL
zi<=j%nEzP6{GDT6Tlb<Vvho5knWtn8I5LQg!w-;w+K4!XAblet%h%eafNhB1`WKPb
zP)1Ps-|}_Y5GXHtpzucD8plK=<KxG!NQ?PsIK=V5`&f9U3%f;i6{QqPn5z2c{$5Ew
zAcg|NjnVq*%zTmuIE%l_WB}hQk2-gl5%cIR;TVYC|5F_<wqkH#5<ZDFIVh}?h=S$5
z>W@=a=q3pb)z0`fW}Rc4GQGn$g+wW1Y6niBfP0S5>uFSn!ud9HRNLBCy%FGZbASmY
zfcU1&>-V*WHFq88V%*3{{fND=k;b-)F5Ei5{{Bsgu`n)d=@YD+N;t3Z1kiuiS!};C
zqen6(BkPR}o?mA3w_*!qu(*u*C&b=iowavj&*r^@!X;R+OC5ogr90Fl7=hxW6@3ZC
zWCX)#xXyDFC~QBgy8j7B?Pu3Y(l|xC^Bz)@iI^l-4)cQ<4F`I|8OH;$&<-j^Xnnv+
zLnYL*s6XTIzg!1F!?&OHU6p%^Os0D<ixxTzOLC-VVyy%i<wzGIsC!UNv}#CO%bfQ5
z2?s8E|6Oa?bbG;>6VogvYFEWJM2$8M@HcD!1uXP?wNFRhsLx0CiRk<n;L-mDr{T~a
z<7$3wD&RkYveaLKpa89?B5!pX74pAgonA%PzIQJ<WqAL7;VGi+;xE?49s<!uzm%;E
z!dgX}8Z%BYPAN+daIr#<k!nlP0)8-58OlRD7K%d(yRKTBLdW`VGoIht>T8MvYhOQ(
z=jo3*tR%d8&7Ns($>n~*(v;;&n5SvvI~IyV3cIe|qm3Sh2MRPEG%pq?Fu=+Eq!j5p
z7K%d(yRMsVRd48*$b;rb#<$SXq}=?72!Y+b-1lvCo7DEKF$g+9I~IyV3cIeuqY(A2
zhO5J-4<D43{lcKe6>r2^A`4(V-|SPi8hke+i%}t5*ePu%T31WaubrJZdt?H*3)CH(
z!?c}0`+9-cGVu!VN9ZnQMqTAAkwobfv>4nbT_8L15cC&ZiX5xQj9vN(ir6bo7WZRI
z@aA`wZGh~4*JYpMNA2+#+_reAh<{x%D5M+#zlu#Uo``=XdHAJl(|B$FYKhK`J@q;U
z-cbHr->PFkGWg|T7%+mB<C}0dyt>)d@W9FRnN0-|e{+~*<w`ji=`1LsCI1yBt4=O#
zo-Q|?i1(b0hjjRxJ-xWrf(&=50|#}rQ)>r9NZLgn_zkOX9jzz(7$<+`02_iA8k46*
z9(z737Gw(*E|Phox8Gl1)(b*6!di+r;sRS#y^aso1K-EOt><Ho<2IDcAPN&49kJ}g
zkkRR<oC|Y*j9{Yo_qljLpSu!g2;N(bB4LrP)B%T&i?}Z<?Ihp;w^n~4Iu_u=wwsbg
zmZFAi9iZmD+{x0jZa3j8;u!#fEA|!5b8|JuLMmT36dY!`HL4?bi~a>SaU4GJczd|8
zo)$y5R-+++I!v`b!wZ8RJ{euHPoQ&N#Y`JD`{3O<T2AxN8#cl51`F))e;q&a8N(ms
zc*m};!yn_UG4S6dg80urJwg6=XXm;&AIDX^y7(?pHDIlh+E3N3zJ^_9T-`Th-E4C3
z7oqStG&&`Aj|^V3y8S<KRVXA7VB(l!tvdH6rtsp-2v6bkKptv8Zu{PWWW~zD{)zUc
zqc)&+55w1x>mtlB_)>pBjG6BdKK%v?l6imV_(%l;ma;p-i(Hg>jS6te`5mej8d_py
z%I+Acm%;-4S|1_}J|yth8omiH?vK2_1pasp%Ixr{FIdeJ6``twDMlT%DLcZ8-K-j=
z;P53WjYcZ8KTUz$lzjDM=nR!R!i!xPir?Qm0e65L=7!H>{}#3Q(3rk>&5PQV=fapa
zSz)}mG)XAj#)UFP^{aRBoS4gaV<llcHt=RG>d1@Hsgi7gXSh=kv!iKW{zjUTXIH5i
z@D`!&)q6X_i^F1``cQc;OWA7oN@cxAy~cmt#7Dc=QZ}6cjhtn_n0T!OEpE+W<{ixF
zgGvz<;uUS+oEFiJf1;WPf*6_aOla~LK>RQItziq*&IDI8Q?AdgO>)wf;j>5}yN{(g
z#3X#a;qBBm_fX4}GPw3mrJF3Gh2YB%curZwZA+AlRv)ZzQu^*aw?wv}PS%N-sx62s
zs?zO@VzkyKFw=+>Ps?ttV)58Ct?GOYDx6><JJDA)ZarQX`wGsMm5*XY-m#f61%anC
z(S|Iom@_fpK;KNSKbXbe3z2}4yBfHQkry0&-J5f{qJ%gEDvSEo8iPg-u!Br9R8OIY
zh$UiAa0XyAPO_-J;a@Kqbit$LZQ6iLw_~D;m<tBWRkm9o9epT^yKAZnRwFL+FHzAz
z=<NXko28d$K5s(0Mg3)*ZbF?))ReZGe!ZL%b?bQVS(igh&nPb&z}=}j;#nBqzaW>T
zX+y<e8PjG;f(w&j29F76)QzkaB0}p<`xoHBN1WD9^&YTwY74D@e8?#Wi;x<t;Wb-`
z_>|{_jc0#5LL7jTjJ<VK9ZS<Mj3xvpxI@rj8@J%@?rs}*cXxNU0KwgZ2X}|y?(Puu
z?wph7Ip_V>``vZ_fSK;D`c-vRb=AyTv%7WkWbzQyq*CJ)P~C?1CH>h4*dzMZ4KDb;
zd@{i4TyAzxbE7aQ&Ua0nx@p@@wIHb3J~LVdOYAv_745>f0-s<os@p<%Qte+Ka%uLN
zCwR_JjZBqOoP>cL>cZVWarL~rJ&n*mX_fjx9x&QJb|7~vhLf2aqNLT``r&m({zUVD
zAYJ;n3^lld=dTwrcrY;N@ZT?D7q3yDss=<ipYO@MHHwf9zL#Aq`35p@^P@jfJC*73
z#=T2Zz65`a)<QKm=BNP|dd_$6u<qD~`uI_A9TT0jqURbZzgZZ!n-;$YyZ63!m_st7
zhJ)hf{^)-9IZc-W9e)IVrjxYPm|)W<fr3yc&#^B$k==T07?W<EZfjh7R8wZRY#<2z
zfN==YT7EVv-Fl&wH0?v46GY6wfWy~Q|8Xc(!AX}=dxbK+zH5W!8Ru4oLScC7(5vRv
zkx5{c&26#mi=>;#kS(X<d?II5wdfZF=m5_EoyLakx|wP2*fz>TLxoOwL&*1<&?UWz
zy@q{xOIgqU{X8TOLrh+Yik^j6e5n%{m^b$J)=-sRrF=W91LS@ePA>_MYS^$_&_UR1
z2d>No0znh~K2P&pyv9Qf_=tTG<^%0+qKpBgDb6}%jRMsbK9S!8VHzGq&46|4{EF+Z
zokeH>&&rm967kHWpfN{nHBr6oiJ}>3mdB@1p?qlo!Dn8x#_Q&fz`hTz_iS=?bN~V-
zRL~~N2b(`I5|-y8HDxrb4r(nK%6KNj4TPj)r>-g!b03sQxYr8_($fxW!gu>77-tc2
z!ki1eoA4jd%`JtHF#)2zr<*9lRjX}bPA~-D3u-Nk=H5JqytakB5O?Vb=P6@#NQ~A6
zD~LtyX){0R=cjr%wNXK`bxm-y6{HKBeOFBEQ*QjWqsKuoZL@GXAcyUtXzq|kn`~M#
z?8(nKQxscjD%_pMjF{@^^YK~N?;)Q0DtF%Yko~6(ERIM!yV}E#pG9VA0uQ`hvLdLJ
z9`fJjq!z22ar>Euv_ytN2C<u3rm~E0C?Ym(0Jayp;nkgSG4HQbFfS*~!FR#@ckL>_
z3$;`9cG4bKW<46;O9W9?vBl8|^E=Z7Pm8=Jce1Ls`c*1N1SQLY^?Sn7KXMMXU34-P
z@=r_$-*pvp@w2fwsh+DJL8ob>Laamf?L1CUD&#I!lyfivl0De-zR#iOAZz48QLSNN
zX_o84$vY@S*4yq;Q(YzG7PZ>)79f1zU_8U3cgOEN{`j$KL2S>|*=qKs===oe>fINM
zye8133UijyU#6>b67-TNpyU4$t<fOl-mt#(YHQzK1<u``k@-N{Q3^~WN!U;SHm^3q
zdIs*3n`|OQZs(msQ;9AP?lj5teCm!2v`93?#JAUSSB0Fh7n*UQJu4C(^ccCT2!@P@
zLfo12o(rY%4qbDaP_#O6U&Kbfp+NYeNSbojPyN<TdE+E3Ama^oMol2?H&z`PZ2*`f
z9w_<zYdXWGQ%(8JGmnT&`-Q?6Q|jHituXSJNKiJba5M-`i?b7hFhqz;N7if7K1UW|
zZ9qj7cm?1Ek>uHmys{|?b+ddoQZ{K6>2f%OBbk8_EuAC;+AA1poYe{D@l!c{rhcF(
zpMFj6=<q0Z75;n>bGfJxAtoc_(N8!qa4~n3glj$Lw#F74k$?*IN<snGuZ4JJrXsxG
zkfQs%)2eu-p>Ad+PwNLRuw&f3v|fOQJxydVswc=0<vL$Y5QSFH*GhK{u>fqBT$gaH
z-s`Cp6?m@-E5~pXA`>E{{zMfslq(d4eqNL%aBFu6Tweeua5P<<zb%PYQ62GCRA3A#
zmH?2)s|6ib%#_YfT+Tm^$a5#PH>w`V9Q>&DvoRHLTXM!YH-H{<vmd|31}k?spnB7W
z4nFN<q0+qiv`83Ce8G|>?C`9Z(hc2@K11i~Kj_<7vtIqQ@ch03lNgwn8z}S`5|6ji
z7Uyo*m*hOfgDpF+i75$>tUxxp#X3TwZ`7;90v2afHvr>GN3p##2CSes*dB^!THpl-
zf3K3mQ`4H3OE-tkha;o3?XJm@Nxk@2CPn}QgSq^ji7&l9a`sDniVSqw&)6m$USfC;
z=XeWr5w1YH76M*y{C`1%4b~6qd$5I{_Rz0Nzhf}N8Leics=bSx&9%~?jOgy>+Y6?F
zSZAEo<`E-~2v<l;qAi7=pZ|gLRlxAZv2G9=Qo*H$btBPGhn?9_(h?%CRvrCP`Z0|<
zvp)sQ>z(k1z_$cmlr_;}SPnws*rV~P!k5&6JlLIN`ELxH-;fN=F4M=WmY6@P@f&<a
zAxk=(E92|;2+Y^f33ue57`ZS(*a=E~_4EiU%doz&wlIQ+t9q?lMS`1+c<&+{gWO26
z0U_8#DGdH&<Q7rVbu;e+)V}p#gXbjpzyLALtr#WU_#2T8-y^bahqMOu6*dt)Ve;pC
zMdn@o`=SP!jaWHO(cGfq=QW(wWY$pZ201Y=YEB<?FIVFkYnLGc`vVa%bR_Es@7J5%
zReKJJpe%RWeYBYLjo3izjcZf24t75Y+@~%dCI@Ad9C3-gXvZnzw6k0?jcjZTBsd#a
zA}1eWZ3d_QDizZkNfs4pTcpeM6vH#`<!R_;=}Hx*mqEQCRqh;3CP>r>l-db%mIy3U
z_bhjeU~-ZZozb&L)jMbWT#G)erdX_Nikcnd1ufQOwBC^Gn3~w;E+0`EzMSf<QeE(Y
zFR_%X%*+`GwI+%KnZ6n3;_wgEC}&yJI9Sn|Uw{ib-iw^w^cyaW!{J7(@5-rj7dtCh
z^9w7tYNHIbHq>>m?+{I4^la3O3+Y>NG}Is{{Q95*CK=+QM>SCip(0=%jz%H)Ve4PS
z3*-FLc?$Ec;&0ebo^8Up47jjGYfay<lFK3-@VWYnH6&7%%yVG}l{y7xF0Nl4$aQfg
z!0BHQa`*jLA>W~B{A_r@eBlqi)Gl`2^JfZCOC6Y=v!Rc#-3J{_7)myR6nUEd?ncFI
zR-nl4jI6S-TBu0WZL+t$f)i;L`%2{ST@P`<=U_lZ!E7e#2B|YybL_A{V>i~U{8wd4
zeZz;g5iWy@ry5{HKjb%-#H-~4C|N%>d9$_L314=cNuBt!4G6`;{dUSM1+<R#>Wp}k
zXIjI2xvB_zpAcGb?cf$Q<9t@zTzq_44aD-JZtA$WI8)AEgt8b$KvHGSJ8QSZN0eq8
zZjv8(@jNT<&NZ`!-#L3QCR~;$oV-U3gD7x)(GTDG8eAW;KV_g!(AtM4mRk{JB=FfB
zmrNNOxm@(oB>PqP-6I~H-r+z`8W`EiV3bAU38SD8J8O)RRwkeP#;II`*7t~ZaZ8^{
z)`<m$l3Qj%k#$a)&D3j796?n>OXE|Lp522>+@NGbwr74g-)OCCFO*-LQ}&|h*pwre
zQ1PZLiq@2n0<y(naR%J`=os{b<&Q5MtO2vwQK)3t>0NnGAEH77toR&WyJx^tyZ9rR
zQH<?GzXs*KGzLDEYP!iPvh391hkyFa!npJ5xh~_BlSB&H(*-=l<MkCK{6T8@5i{r_
z77KOU>b9o$`t>*s@$y^Xk4n0Rg!okcL~-f~;)5$??T<G4dnwaA&F<vTceWPn(Msoc
zD|;?R=lXoeraybDL%`||E=C5En{d&f_ZMbm0W`FE@%6^KikLEcnL!2<b65nt=tHg{
zX3`-mo{(0WL<SeUpv|o~-yn6KNo{@b2d<`lMhXGGQD6^m#?4)x7;97xu{-cbw5>Z2
zy+NoSldOcx3iTcRx_S&wli<Az9j(5eShmv}L}j*&J0O8CY<JkSyjkPt0)8mO#nLCk
zO=)_)Gt7lYwVw2k8!?R(S;1{Z|FZ8=OTE<<4Z#1jMOXR-|C_WYk->dTNg5pAQMIIU
zdV9zDvhPJdo?0!HvVa4ucNFK{yboPXLDZP2$caS$?L-&JCzh$<{AZPQrl0r{=;3+z
z`_k*YdbWz@Sw{Eo1!Tt56qH7(f-Z1dWChS^RPZ=IRa#lXbtL62pKRN3y^a);W|EuQ
zw$Q!40bHzzYL8!gl1Ggy#3n|Y@6mkI4qRzqk8-FrJ>#+xSbDEKhnr;SW71Vp@%bOB
z-w3niyN(QN<{i{64S8Z~D29x{^76YQbYv16kXXe+p!(#D+2FUubke)9gE9(60eZ%(
z()JtUlwihrC5ziJSdkl+4zr<Ex(t>-7%rP!Yu~I!ba>l&bZTH+hQa|Yeh_)m^+QW;
zY7isa%;Qk{mcyTP7S$-0Y!Kk<ipiI`+6xf^V?sDAuEhEV*e>=*wx^>^%8BRY7G4kK
zemdJi+y`gA=REFjVB0dmKQY#(9Qqjj&QZH`XrzxtE|sg?((-$UoIt$~x_+4BI!Y@O
zafuRcMsVH^BOP@$%ZtL7^71p=n`$;}h`@k#ZnQ`hH@jG7$ei>i2uNyOq3<`*EBuES
zoU)ry^-`;^vi6EUyFbfjb9PL6m6dR|liF}Yyl<4@>-?eck?VcfX>?a1nGBTpPNW~w
z{e|0%q!#vL_`O_nn-hePLPtC!t~mNtRScw5!yw;FBcD2V3Q?S+NNDqg4;dqMZNnQ>
zG~tAM2y?32losUfMVE8qqL{XjMn4&1Y0K+vdCn>0HDe(QM5{ARJQ|pe3l7w`%b<;n
zLK=KeD>js8DIg*DTpCq?#=^M2sN9>mi3~A{<CyUb_Zl>H<<}2;{8%3nDrv%5*;-p;
zV01^heHLeB9pEH80%!yf-vHW8YK5RE8H}=~sxWz4FD-;D$3P#d|JGgm@JvDfEk9O^
z>`v^1zPG%vMt*Zt3LqVeCo5WasT5P3zgT`}-)NAcZ9#${HriWX7=v4yIVi}#;6T6b
z6x^a|lM?SohtfNZ(@#fV%eIoy6o5U?r^1}f_$FP(Wbn#fx5HVX9@F>8hcPS2Uq@Lt
z6p0jSc=BDR9YSe2Hhs@;6fY%ZzN@A@rEt;tA@%4%N5xht<wL10G+}~;PFk(z9uOMt
z<0ghPwd%Nwt1EmKdDX<!QmN-^=yVrY!EpVFYC%>a@MHL$dRDF*l71zAms@BDy;Bwq
znG&|u(}V$rd;_ETDM?q8oISa9&c5do=+x|t;lCbu5W&E}Kqu3^CHOA9pYr{J5z=K3
zSb&WD(jEA=2n)0}a&WW<>RS>0zO^whCxT@oq9^+6hKmapAnfWWs_3Zi2qc32-4s=1
zAYuoNE5P#bzyj1{4a|Xtj(-n{TQLwZu>5yS#K!v1fRYj;5yxNs03{`MA_m6)(#YA{
z7%BoCi8KLnLLx)}C7`P#5kTBZ-vlVA{ae6)G-6-{vHVvh5i?6ipgj>l#1f>I5YW)Z
z2nY+10$Q6mni4TGu>EHIdrGikVKgx#5|I4J!uPl6E{n8M(zmT1*kKYv`33=SLsY%F
z^x<}K>rF)zXtV9NoO0W%Wj`)sDygFyG(g)%gll~&5C)y?5rNj+JB1#@8FzDdxFEGU
zaVQ1b;yo7GMjv_lMY<db&l0jgZ!su{9wq|o=LFzP>io#=wjAz#P|>n5<|61>Sbq6E
zx2v;xgSO!L5%;RnBUyl~oQ!2V|FB;L^@R$%K`5F19XtNPDeStH%UOtmM9XtZkT!L`
z;CnGU6pjgQ0LoKX|Cmwr>(>;FHwbtz2W9S6*#FIK48Q&IUn2>b85;xbf!2mV2O>>I
zW+H%rJ<u6Q1TfUMx3LCY%<K)Ftc)#zu0#MM8%KRZLm<dq08=Mx6McIpD@%PRP|L=|
z#u{ir1h6-=HX#BynpqkFiI_Nu0Cr9`jz9-crzMbxgOvziVy_Q^W?*CoNpZ5Y1UVF7
zq;F#K+ed$2jSMV_06<GiGg}8U2hg3Bk-mc|=xY7<)!5PoB!UQFY_D(VX!ct@6DKpv
zzXVtUjX`MtZQ7fen1b3?X4Xz199y8hqp6LPgTA%VAEiKo4D=m9)BH<CQ0s60|Fr(F
z|JD50$iKV)lKMA>qrJWn&`RGPWC3F{&>v_HQVy1XX)Y^F1W^2AN_8VMkfHyYn8u$j
zkVP$l4h|qD%RdY@Ae|ikjJp4QWniTz0th?V+Ym9ZGJ`zgWdGY;ZlD&(qz3jj7C>tQ
zeS1(7WY&K~7~0sn{n6LP-pCjTGKHBn$oOoGAYnEpW`_Ef);1s$(SiOO0gXY<1DcpQ
zfYu8TWFsqm!@s<51T?V+f;6(VbaMD(OGg(Q2Pcq0&1^tkb2J4F|I^erbONn^fRz&w
z13S}SW;e4j`W-NTqZ$H@%q%VSLGfb!FD8(7R{9QxPL_YE#}1kVXxPq4-~O+)3%WPe
zw*;y8m#9D84nzzbplR^`9ZvxMKXUp19jyF+harIfACvI^9iRLlp9ua}7vVo3!hb-7
z{|zGi53~3mI`Kbr;{T=-|A$T(lw1HZe}v2aVUqpBB>QhB+5Zsz!))bb>1bwa=|%*Q
z{Syz$e-M=aASnMELHQp}^*`fErl3<5KnnqAZv~2W14~f!>;Hk!|3jkxZwUQAO6dOs
zrT@2?^g*5kt@b}I0|mnGwF?0L0RjFS1Vr?o$Ts^!XZDBA?B8@||Ih({o5}i*aGO6&
zHh-9G{>^0bAEJMljm(_QKq&@b^T$X|fB2pL@H_pR-{~Jdw?E^cWboTaZvPq4h6O0O
z*@6IttwBWsl&}6rP5B>XP5_iO{;F62F`%V0&=ItbU;&Cw29AI6|3+be1<2@Ifxvzf
zfa>BONYIk_Q`-Kb{EhKHr2H;?|4qvONYT)@H5LMCWT5Zp@c$=BLtn_?KQs9M;xhdk
zR?yzYRsi%$tw|5+W#M2UVrOOq&0S6(lu#Ur82;#I>SSd=#Qb+d8su92|Aj>X=wRby
z|GQ@VwvGZUKoB$^5C~{x{w~3wj=v2m2P)D3o+jh(n*QHu3fh1Yx}vSVA&}_r=K;X~
ztz<JWurR^`RLzV)p~J=u3$pKDNuGh81r{J+=I9^?v=_9ovIS)f&}7*EM|D3@4T~dT
zfKlQZ4)Gie@k|__@+5I%=9#EG9#%GKyKAFv$Tge9(tTQ@$e{O5Qxj4X^U2uZn6c|~
z7kQZTz$8H-uvI*6M`<VwU}Rg-#}7V<!yXqx@??k~BXX|?fWeO+KMy*3L4Ss4M+;l{
z1k}Txc-x#dhn~fX=;icgosQj<4E$+{f;s-MM3IIPqMj*^(TuV)8gcoNBvxx!s=y!d
zCyj2)F5+Tb@5fz?Mxe3VgLnLDS5KNvx^*eGkiZ3&g6y}TF~47UAH<!7zx*6RE5Uk>
zP56+O$wML4%Ng`wl=ak**lwNSc7|9@;KL>3&b2`K)ulzOQ<UAA)rBn)IyyEJB}qc?
zhw>&nTI;y>qIB%{wbekxxnA<<2M8oce3FGbv?4KleE=PT(xM(tJU^|#0-^Mr&{cae
z*Ow}Ygz<qNe9)*D%uZ<)M>VdOhDVlNSV5POpH;>vrO#q|EVkLx4+c>U%uk5O48AqG
zxQ^mYF*y!mH5RuB=3MEO)JVQ$<>BZ&Qou459jc#D*}1*M;MZ?C9*MGxh41b0<B&5{
zNIKEsN}<PvYT1QQYtVqsK7L<Bz|coSPQg+n9Lq#_DuGwO>)X*b)|wd={w2*$i!zyD
z`0V6)hm`yZyDZ{(r&1u>j<n#=cWaq}8m+6uew@){%CBm61Ef5$=|H{HX)}@NaCWRV
zVK>JkfeypKEovdjOeV9I)P5Z0s0HKkoJvlMaD_)G6q9CP!HR#KQ5+|OpgRr~13D|m
zC-Qh~Ha9scR6+)~l6o^4B%4L1zVF<#87(OHHX-95@o>*vFcUCIcaSw{5AJfetEp#2
z=W@slT_`%9$c&y1eGHeTHFx2N+FIJ?b|c!_Px7i(=_ky`GZ}@85qDMG1k*%Ks?hi@
zkW@H1vgcPq;yyjJP4ct62w<<9WA-@6;e9TI5L77)Jut;-EdpCYyws|uszE6>CEqh>
zW?T(o$E}vUTShywM1A9vfAYm>*Qa3C-|<pAsk*b!y3VGcabO(}Wo>33X6MTlYVflj
zZKR2Rc{d0qEO2{e-+7#eX%lJI`0PZu`%8Xu!n>Ag7kuWEbS8|SenAuR4}u1G<>dS2
zNw;KWUL+)rN>7WQH}LC2%3lS(S+?hezUY`y;dtd81+s?jee7stz5bFAK9amY>St7U
zlHvR#8mU?}j@vDuj;ul=5*Cw|hMk*6$FgCvx9i5Qu_lAbY&V`JljlYc4xv_XYDsZW
z-Wlp3$>W-5bSQ?L^)AswYH0O4iuSJ?wQt`T?eHmCi^x6<UmU>odTu>6oYZ94I1(Fc
z@&d;Ri(Laug`1{|$Tv~zi`QywEm;O_E;faun_SDF4X688;OQ=xUF`_J*erPG0LBy9
z791!QXr4U`aVyL$*#&pCVyq&_2*5}RrM^WtKYgLlJS)LiOj-K2vj%WaT_yPXsGK$b
zG4b=~P@Z6qT0w~QhR4TDK}7h5ri^jXtZQLR5*6sG@N0ZY(oTW{-o|?l*|qo>U56(o
zFam#c<Nxg;obmtpO@*0}m6`QF?=1{OtSrp*|1-I1DSvPrQ^k4nx_^B;7dAl3Yix6^
zB|<Skic-4z)ca90bn5pxg`4W7ShQB=9AOnAwEMA)I8#Rl5s1QL%u;Fc4RhAB_7b#;
z=1TYu7iZ7$hoffuFXL}n=W9=^9zN?XolmXEU=7t^IB5aF{S>oVDEE-D8zwgM%>q?`
z&%FA~7p`PPCjDdShmUrT-`F^uv26*m4@PL8N9Ommh!4EFrih#L#(Q^OG&8{Q13>3+
zT#>sD5Kc^wfhUY}XkRU$EVby6$vr_VS6soGjMLFbxQ^d3<^Cx2FWGK$R~n<-c)Yjl
z)IG>Lh5MYeZs!gEqOI5#gc{DsUDB1%^nKlUeHNQ(D5H~NyR6@9hT_56QB#`k41q68
z&VxhmUX;Dl*qtTaKI{0|`l1#8z$AMyVH0sD!-6xh?(O3Gy^sOInjke-EFycT#7&P%
zTcA|A2w`T|Kyeg@JsQS}80b4533jw;WOCN|?N1_xoYq@72C;tB3OUEF8-gT`Y%UKu
zeq_dgcK<kk`~?bVMzqWN8Rhc&-EnFuvTkI<=rlM>t6pg{AXTi)@t0Xa=DltFSy7%2
z=800q&>G4VH~aS}gZyE0LsYB@Q;@B;DvYKGU3gCdQQDLn<+LBkllDr#2k~n9f6zLl
zr6JzVDpopm3~&EHC$uRHADEKg*(dxV36XPAC}Yi-+hgQXu0c7ZA%SZt574iN&B}zk
zZwtvQ9_pAJRhz|5c7IwrGuBm>I?}Q<c#^bDa*~8N%^y@kZ%hqe!H{W4E!Y3T`$K#v
z*0LlKvSrko@BoOD8oZaxU>Xo-^gw`U8zVZM&9lPaG|N<hF)#IH^H)ZsEf?zssZ87e
z`rZo#R~&1v(`|6NjYz819{G1DV!Ty)tbBU(x(gid2}SNuz=f<^srlq}pwnQs1uuPB
z>N4dG`91#)!El45tHhU@5cUDe<FE*M#{@q{A$wp@c^tRBJRMa?xZKRF_UTX2TVPp)
zRfbUIEDUXP6)s8a0IF-iqE4S{(<XAXm|$2uyNF}-HDMV6RnkJ9Ofj|lR~>!sI!x$F
z=vNe1^YBfhq+5LgoxYIKZlvi@JPpZ?(O8=y&u@?Ul@-V4O=so0(>;!jI(e$corl}=
zjux#>LuVEqr>8PDdJ-FnL-cJd$n1mEI5h`>mE}2M<%L5#`y_>i1ZzSJ$#ps^`lyXe
zXA_`3pDqzP_CN4_8g%>U0x+7RP2BBu|0RYvNX+r+=dK;PlH?~5C;4`za0$il=EOA`
zSxWn}R;yAmGuO8ec}nN=n6zriz!RuXt8_IZ_@Y@1<Bt0axmDS#9&3AUch}V5Q0Y+K
zsA{O}$j!joQM{`dA-tuyLxWna2^<;{9wV}|etplN>p3mL@Q)ej>uM|I!D`tWfI||m
zFmT3HESbny`9Rfv2?7RPj6qEWQkxM*w<erpEX_1eqSi23AfcT~<*<vrDghNn&2;&m
z7<$E)vWrN1-eWPpIZRwx;YS`8?Xj&7NoBILI!-bnM`HLz?e6J1RW1hskCCq_-^$gf
z*N)79>fcr3oVq!I+SS=hn~ekGb&{t6(S^}6(VNkp1Dpc`(aX^$G9gSe9P=C#ZvAHd
zpGs7GfGe#RBf4$dfuq&9YISqUYZ3iRCV=G4(NsZ%8EE(KuS?mKNcEC*;x*X?6dAOf
z(%e&uWRhNVv`)=g#S{jgBP~^b&XG8cm{a!5;)m6&#mUYoW#!>1XDk#|1gpe(;mYmD
z73-u(IEi5%e!8Y0UHWD}N2gr0QCnFer?p$5Q$BA$ZO0;>q*pLE<Q*<P`t<(Ja_@^c
zZ5-=kq;h!1QiXTo``X}AJE=$YidpK?R?DI-o)nB`ikXcBmpGc7A-3B0pOziJ->9;<
zX?QD3wp^ib7Lx2lB8oVpi-sv6kSTJ@_1t<7h_9*#QeCp_fi_t$&w6`>NbSb0)(}>l
z;ZjPNiTCYSlWg}vThRTsa0lHQ=+vk_U;wkU4Rk^aYr|y=i&G1PIx$3`<M(JlydH(X
zmR%*}dr?{-`4yUiTnfbcKDO^MCDu@Y5nbY5S^TD}aLcsAql1cRqe5m-UK;l;Ib=9d
z@P(GRe;e4ys+VM#;)N4H3SX_|r=ao+*w)RquX(l(#XV$$#;RFkbehK~yB&$(=SYeg
zVXK6uL$Ob~b}dDnHQd_2!_+PAng4h#&E+p{OsnAPEGQNC`3F|rVx$ONaJtp(y1Fq%
zi(XAuMeRwW3WfOz$}j)(sr7GxEm_f$v-x6Xk*&Rmj1slHf;CRrON%2kEGAR2zf6bV
zqjss?A%mJH+P)o2IKsm#p_5BLJqT#`=_y)wlVQ0P`VO}e0%bCm>cD7E80YEYJ&*{K
zSEvvBvbjIDx*RWkb0~`bfWI`*6cJ&yT<9d_sANR#G6JLO8nHK)&g%BnPA&i4*W2T{
z3dL5HvDgh9ewh#}GqTXz<{5jf*J8X*^j#U*m@@O$_LGa(Jd%NP1J$J}ujk54bGDyV
z+zE#qmv3ANZ`*0lys{<7M`77^HFPn{yS&Lq&Zlwm0ix47$w%YPzs{AHAxlq_=A3Dl
zP*5^Au9(LqoqmxG>|Pd)4O8Fk6xe?ckKI6X84lcNR#SosnS}qki{$V`MM@)Hih#Z+
zUM>eyDy;BIex?-j2JK>w4%r!f<2vxf^giaMfHf*~FgoH^a+v*Ijd!K}#c4^Ubz{9;
z70y;k75nv^!-eqMhs8jbj|bLtxT6slv7-K6!^Ta1ddpletqgMrfr!XfcCJeGirw|#
zExyU6_``C+`t?1?v}|AJgiKQDWkTfNmu*88A~j6s<<UA~*}mi4dwkhH(`MB~a~$1S
ze#?C0jd^?C|FX}^R$j=ksy~xocxkgSH>u;JyDMkE?i({tN@dR(H6DGJ`uWQim#8=N
zUIi0{*LJ{AQyEqp5#Dl^8EyQ~;0}U!C3!;Y%idJKS|LkU=OueTy)b>cm<YoqPhj=e
z#hC9xvRuaI+^Lfj#~Un*Wtt{JY6%MmZ0AhL*vARDs0*px1>(}nkS{?&U-^%@sUjZ|
zXc<WK=x7<Y@SXa+wm&b{zsx4a`V5;&Dg$!>>xdTX3vEio6l`_XbXJOFbD5F|(ud9F
zCvi1+j`S}UFBhc7deU&eOjZRXDz!t6A0jLcfX)WItf}`wsN%Y`H#}!HE&e<`Ic@w4
zKHK?7q86MAI4+Ye0nLLn;;0DDMV2Z`sk^&U$g)^pU<p%-AKOZYtsuLZS${nv!w_=&
zFF5yFl%YKH`8K(n^M%gm8aT7{pS0x6qunYNw|ue=htdqj8wpglJancxJo^C2<sJ3#
zWZ-{DEB&_ri#$4_yo#kE?CnR}cq1D#E<%(QgAZw%SYP8;pwd_)Kx$cmY>bs?qmV$T
zAQ?ATM^Q5p{lNt~U&Kf-k3bZGCw;q{L7jBVSsYEA1?^!un;?z429H1zsRjM*%X=;z
zWHmEppV=F-qto?=RK5*@F9>Rc4gfN17s-mD@(L_%UFK4r;r7gez#jJ!Q&TfZ@`1=&
zVLNrQ1o<99Y4Uh{NR@k>o^z)707i1dA?dilx);cK*?Ww%DK9%3gLV}-b2yE86H^bI
zCxNBxy~c%Hq#QL54TBc})Xm;n*LBAQg8=W92?=Vo5sAu&@BYuhic^5LQm-k!&|*z>
zr*Cq%4UjmWvwlvQ)jRVoaOUKrP98SW6*xW*un9MlB@cl+Rc|RDf%^hxyTk%jo(>Xd
zNu)b8gc~Axf10eYXfUJ%Lbg={@ox_v-a&P2@$lcC;goM#%))5G(W5>>J~E*RJq^g)
z1alFYiwSf>JYW?=rGxWUzY7JY_ABxgsb}%Cxx_-;@ixEr4CB-S?aE;O?V}#_aPTWn
z(s9OTUwiJK4C`7PNyGAVeifrk=vEUNDGSlgWTo2Fk5+}&3n{tYymA|hvcj=$UF-*N
z4C8ip*tPuGn++PO@@wySlk=ZH7@>8{^H&DG>L+4Cem}V8kT<Ll<{;ed3zg;>=HP>R
zv9>3yp9qS{s*VxWw$&WXfCGKb$zYt;mWyr{a#7gA=j9F;72;J6F+XPEJm33TC;RqJ
z{tkfJ=mUFF)_l5LL{wWXGp_8>z|=6`vxR3BFIr(iiF<a5rteBO$y|Oem@9H#@Hx9=
zUUzfb{-*^qk`sVl-EV+Ps&&T+_J_)*H%i-K0hs|S{B^nJRtEDNe!=@1o!$)Nu6uR|
zB(2nF=dn^B3h5buJn=AbaLU2NAv-ZE==aEj^jqG2lJlZiB%@vI0bSTPIf1{*INr6L
zYaELKmUMzo#r2rj8KG05o^<;3Z#G|3_piA^+L3k?@t{&Yy71nYyx7@xLZZK+!lL?#
zcR~2>d!amFUm#y-TL;)t<h?LITrxWZe;<0*v!;9vkPWYEi^)L2-AnZ{_9i08=k9XN
z{YXgGsz52K>7?UIxM;!y$HnRp!Lcp2AZfK`q3V`3S^{s@Of|Q11kc#SXoT&M^9{a)
zB{7UReIm2L@KkJ9FmQq-=YuHc>%}i66DS4eDfVdm^H!29wSrxF*zU&ZTMX{viNd)n
zgo{r6T~Q)TA|BCM?6y*$7#?J9QZ7NIu=bt0Cxv9L!3%f`T!uAd1NG9J{FFpI46?`S
zJ^NdY6z%pcGh7)CMPotSS}Pjtw8l4;w@$uHm)mJW%C|8VOZ7+kcHf5h{qrT7u5+=2
zCqL`l70s{sH_m2|*~&YRHkFXF2gIJ8!KQvZLXx*1j#i+*>IT)6-O_0UdVkb4pBPeh
z99@;nN$Ob;9VHu|VS*<hv{y_QUCex9PDylpaDP8!Li984NNP^aM{d8g|1qC4fn`3F
zwj|gAa(#k|H?}3?8o#5^?H6OxFfR7<=$6?#Ud*pKfQ%Gudzuj?>mjG{&yP|&T0O_A
z_l9MhvPang73*d>v@<WVlfLZw?fGY$4zqii7J976fiL?d9#Hr6cNq?Q-es#V1#@(&
zYNu-ZF{`b_Rq92(@MVB3#Q<gsrxbL~?}^(xoT7b)TsQ?GiudZV*CpO~94q7b+n{|k
z;G~_k6<wC`b^$qpJOOjf_r^pqZ#^yFFekUKI6j3r47uAD#96hZkPq^1j%)L4?w}mI
zT=}*He6kPRs)aDY@<OQ_qT}zY<TU3aRM@t|6`QXCeYXJm>@AnT=_JVkaJ|-QBTq-)
z;{<&#PrZ~WXMs@a@k}JW&tBZ28K+90T;vby$d6va%0IVX<_aiw-9Q`-6{cbXY%;7$
zhu684PG}t`H~E@lRjQiu>>-tYKPs8m6#Q1HavbiiiZ&^DMKczEdjmEc6n@_tmp>c}
zIF2I(|HVTOVf}d0GCU`t!KU1?{`JZ&x-4C#>>g@)g?UU{gbBL^T+_dFhZ<}D!^IKC
zaFs@~JK=Nom7DcJe#!lZPSik7K&No0t{i#}!yW%FF6gI74|n9;T^v&m@C<l8CUP^#
z=UYkyG<@28-d`XmiX8hIXCby|&6OK5++{N{DEiFGBG&z`tR8EhdG5|hp^b2_?r{gB
zB4T?~iBvkjrarR_lT8wWH*TIb1zp{69VKE;StD9zOrGQQv%mXdi22wC_lt@)xw8Pl
z9_BnC;#nluw*&o3J~z6138_SKrGW0<b7x0*e#G3fALBRzb|97wQ21Dw>*-`mk<+wo
z<?`MqsVdF8Hpb;5W?;iknYVt*X_%yT4cfmE&kXIU1e2X=O=KA`>3qtb{VU{isWt>+
z(FIAVYAup!FLp)|H}vT2{*<h57Nx2{_B)v+Cr+p~$Q!*Arr4sD2PM5w;06<^qo{8{
zR~4QnxohQ@L#9otys6utB^h6}n_h<ot*g!pex=%Ubfkt717@z_?-9+fE%RB!p7?Wu
z8S0KwO`=~pt=ckpT>|dN#}pXqQCd=1)~Fv&?7d%oqFk!FUeCY?lzFs%cv(7_mOE!l
z5NQ%??y5X;Lf%r%Zp&~r9B<%kvwMji&ODhM|3Ht=tgE|Oygl)1*VNAJ)?|Z3M4I+=
z^~(kxNKO$vVBRa^qRlx4Pki4$Th;zKQW+}3&)#*W9Luty5kR<nq78w=L#|g3Tc7Yv
zV|(_%caD4pEnLR1GztSJ3dbt2;Oik2<%l**#L{qqA)_&)gbC-2j1OhwovKeFX+>5&
zrPuhPworb8W8urps@vLr8{t0pezwP1`}ucO7p+eK7*ov6)(3TMuVaVFP@LW7Ow>4!
z69VlrvSnyA!oBp*Pk6|wvsD}A;Gt@Zx)krBck19Miw4=C$zLRgBq0>%Z&7M0u@oN_
z?<t&g&)RuYb4qmH;mA+ukdtjRY}kfV+`C+P+5ODcO;|WjXmL$>{*|5jWuiCB1ae|H
z!2XpNd}924*Hf3r+i?x$8qya2Cb&^lOT3b)q`XHZ1$*V%V{Ggt{DqV!=EY7_Ox}xT
zJsX6uX(!||!vzohbmV%l7sNV><+o*uIjPz6z!S*WZD+~6^NNfvhcLXRag?j7b&4A5
zDW7MsYFM6=?n^~5=ko`Eul<eq?k|QL{0&_}-K;^D=(~#JE+k*`4O9OC9~hWURKsVP
zS(1B>kXO}T{QEJ0;UNbR`o0_v!DouLE4WK-ljzx(H!hhhva=q0{P^pig`@lYCYh~R
zPXiq2#oyZV3elYEi-A_fIl?dOLt86%%{ysBT%VmIY;udUgkQ`x{nOPGt|`;)3Ch_e
z=cVE6j%&iheX-wTa?>nQQNqK22ub1qTu3@=ACkbqglwj>e35jo)Bpm9`bkDUMlEy;
z`&n$7olyOv&aEyx!TBt96OPV>hXr>`FL%eiRhVcy9p%meOWAAW6Z&iKeG6SR(&n45
z_NVpORXX*@NU)C`6KlkW#bp!KGvX76YD<w|AI^Kf$uYunKtw_q`bwlPY8K!hfV~4l
zbC1QNd}kgMbX%)4TKE2CHMWnBX%f8H2;T$u&Lq%?*F;mC=aE1!WQgWM@+5YL?MK=M
zo8AO?C!)5kssb-K#_P8DQ`w|RKn&S0$`kbsl1b>!_}QGkBGH@Wq#f(Vnc>ZBTg2z@
zd>^_dIV0!wX;$^+QTY_^yc(sWnPCupn<%hG=8SjUcDc<XxS81|qsXj!rknJ4m#Xcp
zgo4Ug&}Y&^)q6EiX2Mfddg~38B^G2Nn-nb-#E@d)=*ypE%3G^Ni9`HQ%zVIWQ4cV1
zJP?o7Le)=AG%FyYr5ni_SKtH3Yl>=S$vrq(*}hELi8{!j;-X|G8#RTl(zIt7jvscn
za3rT?=?QV8${1!0x_}26@jdziz;}IzS=BoXypy^48^466^)Dwm&sR1s&&J!Qd;39)
z;je9E7SsuohWZK+e3+glH;Hg)N^r~kKK`-ju-suOUH!|kUSypChCu^Ox8-G+{z!+x
zhe5513bpCOBWGdlo=TJy+EN4ylBHtS!bSUrk7Kh(_2d=8%N0)MtLb%$$Mw|Gl^8#*
zF|V8LwaMsal=o}xzMLYS19AJBK1@T_gJt=KvqX1gk7Pr9YQ{yO=~K*`4kDf8>VjFy
z*TZFI+gb^A=s60WL!kCU%jV4e0NMe#L0q;pCX^7BfDcXBth!L&N|bm&2(H+_P;ln!
zVJMD#KZ78W5uMz7dNW+;Y6~L8j`)Jk50eExQvC&<g$HGk8M?akT4MP@^{uha7z#{S
zu<u7bLvL<wLfH(2U_Wu2*EKDg(wUygTeLTbSn*rM;9Lbq%JCPA(%xa<_Cfb?Q{CGK
zU|tY3<QwPi35+G-uqe!E&FJ(<*c}_F$cyvYcMw0+v#>GA9U)fren^amF~YP(&<hmA
zfF#bvmP-N`tGwx1LbBj3f&S!+!2Q^F3>{D5)xAdMl}GkGtnD2PcV4GLQ-YwnnS=}8
z0v5dDb#Xs*AY{R}lpmWvt&<UXp6ra6cGPp>Z;@E_T?F(3MhYe5i_s-gS&guR<2xFQ
zXA1rfEQw{S)6Yuo@$y{pF?D?wb7ITr&Js=PkO?olS~M-1J2!t2<0>`r=^MQGA=6Ch
zO@{JgRp||8*$uQQB{V7gfd1!eDOELI^m&UOcYQU{#t<=rsU&p;bAjnjv0s6S-b^I2
zZ_Ki9q_S_6vY_+L*5itNIAm`!LQGUu84Dagh{uSjlkIxW^xfV!claHD(?UAFA?-UT
zkQ&DOTo+hCm}8&P8g`BMlA1_@+Tb6=Rf#O_*bN)Z-&C<-K1oaM`te4V+BGz%C`aL!
zcs?8LIs!qq@S6y=@>ieuofuQHL+BX4CSM;B|5>n3GwA!!hn&1Oy91k8&yY}`tl1%N
z?RteJUCFzru-)}gd0DmBbG_N^UVtdK`7fI;_ra_4_wAOyn*2Cv1f^`t(6t78m<}+u
z6opR64JZxBS%y#uMfa>W=EBC&lXY*XFd=&n4U=6MO#M=K-Hynd?Afi|c7=^mtE3oW
zTz3oVLWwz|T6TAw;sJ~LZudkH&cn?=-cYzG=rW(PS}GErW%up8j=#Rfsc5u6vk4k}
zr}6G1Eb7PhUi668z3Dr2k3f3bMr5aZ*oNgEdtWms-%E7^Pk3Ro`J!`pdf6SJxr(mU
zE9;8;tL&X)#Q9|o<_yuYUElGh^#$*+g@3ze5=xP620y&9%r<q~`qqfP4n|Q@jZVh`
zCZ^(N{^&I(PhyeG^CZPz5{K%*&owhP8QxEHPa;q5PdHB!PamH?c~o*Q^GsxKin+Mr
znMEH)n<0h>Ius-J@#A4%hRLIbypv#Ljv<mpS4gso`9vD%dQ3h0bz?DX+-OeXc8L*3
zx{7@6csTEy@SNRKZ^9H%curn)RrUD&=NEa%`r=xE%utKFrJVj!2D-FQxp%0XM%%q!
z^2U7odt4k-Cr4M*lC@Oa_U{-!8LXrYXZL6`1dVxd(@`aS9Q&`7ckfZ8#nm16*@{e$
zY-F5o#BP@!50)1ZrhHAMjM$V!RjbBcG+ttB1<fic2^BP;SZ0x?_LK0@WnsT~b+qX-
zM($A4!U*=Q$HPR#d7_A1nMnoD4bofAJcnQXczza|Y^_&-(tm2B4rnB`|3wdFKlec(
zHD1t@F-3L=MSlS)%;>CSs1Wrid1z%OOo~+&3IXSxz;iGRHVq3hy=kI^%Q=42Pcf+?
zKP-E^0M<dfgHCn8d}`zP@%`$tM-*YK#d8-DjJF;tJ!?Mz2Fnwn@q--^U`Y?-BMh-$
z9z>X(=9NE<Rc)-XI45mHX=%xPWMHL))Zj;oLxI`y80GZXM(3r{;^W5B^cMA1=HAl8
zfpL>7wfg6@`ic9@>(z6-b%&d*0T-TUG2^~?c%dI&*i?{4<!=*H%1^v7+e6W<%U=Yw
z3*}lr&q7aTv)^eoaWd3OSLG~tr_kSgSeovrsLPm)uI$xTRHd(3MVpm%bmZ|{6<@$F
z+<-cQXK9jhywd(Lg6}ChIExY~6OHgwm|(`~=4)lkCWWVEs%Lrh0Zs&$A3pI3Lmst&
zqi|>?gEvhDb?sLS(fI}`queFa)jcv!aq-?*q*G48dX+we*@A@p;ar~FR$@L|OY!ol
zz*(h?K`0^`%`OZgnn9WFVgFs=z4{TP^1D?8&rP0)0AN}PhI$<5EUM>2uR#qz#AP%3
zg`QTH4sKupi)AEf_pzqt$BsZi;>L1-ywnOxC-0GltMxG3Y5t>EPX}s8U56wOIYCUf
z{avEnl9(0C9d1YzMWjhoN+b>FE3)syPvbb9tkZU(<XkW$Xi~?KkU=4Bi2a5}L~_WG
zY6>P%n#URtBC{V>>4L{sf_K2k!7#f-z}~HbKjZrHLO!GN`67b9f_G(rB^U)YPBq51
zP>3;$R1_Q(o9!3$Y?q5coG#P|u{F|7$<2Jch0Zk3O?jcS)5B(7!&(J<M(HX7(*<9F
z)H9_xmGa^0Kx>%73Rh=HjoARk=B7F!YwG(CIV1I#s|fi*vAco^RXkiai?U;gR-<nq
z6A>lqM8$RXeefcMQT>d>Bc2Z2Q|^bZ+9Q+b^mCS5O#MokYzzf2EJ%66!RS9t5|G>f
z+Tq<x^0I|@eI<a^8u-pLLDbdGj)4}Eg5Hy9HHd`RJTvz~`Us=GQ^5R)(Ev*PXdWFW
zEXe4JDUunRh6&mecB&aB%oecbKdWLr&vtIHW$YPs&9f82!S=p*R6iEm$e7QzIG2Ol
z%Ol!kvPlfkjPUkma0&O!GZRrD7S&>-U_*@X@kfyGPK7N=Hc~Uw;H_}Y$_9o-=g`uj
zuxHJH7lAgUM}lKdgA{Sr&<Gj*{Y4r~7&Km$eT3T&HXLhKmV|g<6^%5p&+vqo`d(M-
z^cT~<O(NDQjF{zP`_e>MVrhB{#(4A<D>MCL2}wwQ9uFeD_g!BO4PxdyjirUGvK*i+
zjTSM8G#kt>1shRmisIn0<*{KmkZt_WXJ*;IkmK+7j~S9}M<1UkA3B}2{4yVM3b{#w
zPtS{YB(C!9!N9?g+NDO(-kuBUThzDvC|U*EWj9Wb7a*^riA_gW*acutMpKzxxmGE!
zGaMgZ{_GL|7&%dnuClYPsA6Pho}oFXvT)b`YY~lYxe*TL>WPE!S>gKg_<Pd6Z}gV^
z5)h&%^DiraVZ5UjVsGCM&0~lWi=&!UG-Sp(X?0jM98?Vw`FZLk91|y0*Lz?2_@xPS
z%!1UFQAT$dfdq_<zueTQ{nRUAjI$L?2<|k&l9s8i<!)j5!hwr!Y7-C&z@w|lD|o&G
z{SqIv**+wb_wu;bJqv*dNS*?jTVo8h62j3`qPzCV9^7XFaL%O!`*1T5NDHG~TKtI}
zU+!n)2z6YoPa`aT;={Ghml{D2dxlJ@7Zwd1$FOy<EZ91pF6G}MCX87-F2La-Le6+p
zMY&yHD`MJMxwjUX7%29^HN~(b0w$c<biU6Wq@P=OdF=O&&0n{3W9Hns_PCHAYwseY
ztcNudL41nvG3p3XqZFJg2KO}KkDDMt!~9{HEJiU^R_o|4?OOpj`}qSnIj7qyIslu=
zE^y`qo0K8fK}x->-P;O_AJ@`t)qS^em*;Gvdh6>@{ixWklx~(($1=_*U&)+6WxPnL
z(}QbakIusKy*{_s+946PhPo-0wq|}1@{{}`wosPegT(Z4l~SN|J*7Cp^~XwYjc;3|
zKvI`#!;e8UClg<@s(ujiO{2@7>yF&+i`v`Qr-^%prdV9jF4$ME25_^Lkw0F)zxr&N
zXw^n{uv~ih6W&6`bljZItdMyoo!7KuK9nVWZc-C3ojF#oo^`CArO<e3ur4FR2G$9>
z({jgHVJ9u9mai1@J;R~wSb>@IxCFc{DK&mNsRAJs^}VFn3ai+%HZpdri+(^n@bgz#
zty9_weQ_wX+IxqlOen!$3JP@s$}*g2uwy#87^q=HNh<;c`Vemzl$YP7aZ$adQjP^r
zVe5Xa)Zz9woj>XQlwE6oxL4TrvwF(m^`he7N>{6-(s(%QXrEe=mfx<@S&@I~o-|z{
zEb<r?c<XM>U&SRsXxR?QpSa;pT41_~30MUvztyvNdhRpXSia1B>Etm3Oftlm&Sa=s
zVVBb2rvKE!UdF{aK6t4~sGm7DL!B?AUU%1_7{^iXn4y*zbV^VGlaSy^e3rSw4C4!r
zZ~lcNY2s%n6gtaMqeSJNOfY20BT8irOQnS>%8K<1SG=aLl{jwaO?_SGey`c8k*Wd{
zt#ZL)m%0pZPZ6$@f|VIiUU<i_E^4ndlp!-RK2qE>ozE!YDMBh}QjIqbRdXPaY=<AQ
zh$4KAkylO2axUqC+@`uG2Kp(gg6UT-JSvKDKOrp{`6usLrz@6|%+)9N1pZd{H-S#K
zv1mot8^e>n2(P{$owS+W=S?Xh6P>WE3qOL3W?0L2;KHH$u*<M;5=XjVI95=E4CwhL
zIMuShEusKNzQ3_TG!1df;nybNeROYIv$W+x8)DL?(9ukN{kc{b^-kJ|u&$lGb~`C(
zpI80C6#PC-(5J8c+$$anp9CW_Z+;3=@5j3vbRVt7=jqyW*D4cfGm4&{tWp-|fxI)`
zc;l2NrL|Pa%I0M>+4eRI4a9<R1K1onpK^<pXOj*j1m;?f<Ps`B*DE)%Fc(Dc_8$eS
zc*%M_tV^kSSZb=`^X#vrRGl|et=~BrJaJw+5kwP;;}s39?2wvCUQ-@IT6vB3BFw}`
zO^s@&<ys^`HBcwbljS-gn42-`p<6^e=2c|CpiB5UJ&`2k3ZUkSY={S;P?F>)($Vd&
zkwS{{+^1}pS>#;5bPRmvUa)h03EUr>&c{bRmi3TH>R7cayl%hnh#D>&k0x)ar1(xJ
z>_LJ~oU<(OK9XE6t~5Uig>w>TSycpdERWrH+QrrwNWE^yfi(D)l2ox(Gb?5HkKA?K
zO&$l?0h-zCWj5kVwav}V)nfHN`uYsoL^Sq*8L>{#USY=HrJz1es<;R4DnykeDQu62
zw|#_&^8p>__hqiwt3!bORJIlPi-YcgZAnoD7q%B?p+BAF6!^pR$q(Un=&Z^`^yPIt
zxpZz2TOzU8+eFGJyZBJ4{Tnc>v^3sw1hwQ$)pM$tccCG|xm<guD&D3vqNAa(t&$B7
zp?Hj^tgQFMyz1holFPhEI;T#w66<4TP4CyomhfKV6fzYmwk4quak{v+alJND4eoNM
zCfMl7F9$i0;8F%QczvJyaxWb5C?mW3gNW%#tJS9$Nsp}{@RY$Lcc@|~)xnWV#H>G|
z%UZR3f*~5=+oLdw@1?RTpsMUH2gfm1<F9i7B#`N{<>x|m@5s5~GQj#DnAshFG_;4q
zjt_vvM$Q4K!D4TXNGdc}s}0h~i#5E%^`CdQn8dFC<T3@%y9R?9zJ>BIF?K;HZ00ak
zP+_8a37-je4#BqIPu=*{>MVmU+{I*fnXyl>YpUL;+K-x*2G+4|2cBItGm#0YtOhyu
zk(6{O8<lr5K)|@iKqNvKS`$^v{DZ(&W;^jWNn^J~*e*$g8VjNUhs@k1yoRyWk~_be
zt+e#onkZ+~^NoySi=XYYY_|MQPMRAqOW`ZM2%0tisVM7ACHlds$PoLVVTs^YVCrn~
zWPU8ilD$i8gBLL!qX{K3Vx}9|A1W?u&$8^n=%wKiI5S*I=oDt$LT=`-4%<-hRrl-W
zvbNr^vk)XiqWA^ctQaX=l6es2*UY?1hTI$PPe1ng?G*&C$iA98ts^_|2IMtGJ*GYI
zYj58jNf;JB=}>zjA#c`82|r3(urFv-{J;{-lF#PR1|`@JBsV-+A%d7^M^tUOR;Dd1
zUZLtTswlMmxygABB+sF4FTAphMMHIbKes(*m5q_r_+X@TSIp$DV%rDlWljwk-LB=j
zS=ZpY*&}V)akF73f)1;dGg$Bai0R?`yU@b2YdH~Kj4V>7NZ-W{y;$@-*W$%%{e%?U
z{aTA`fKotYz|m0OtGWgFs^+1l5L7MdJQ9j9J@1XI*Zwl8Po5-6stiN*Qr*k<E~9S|
z$%q7-C&FUxv9-m0HoM+T<k(pqUo0h9Bto-kCsFxYt362Wr-etOiR{Uj*D>Aub*z`+
zu?FeyvjjdgDCVW+Iy2QgVKQq0?HSADKJr}mKev+d313h6FV}+dzqsTCN#93zCc;#%
zDRA-Ax5&Z_#N#{o87}y7t4}1Fj0-{{-Q}kIC<9AdKDppn5E&;@Bn?t@w<2=l0DoBL
z^Pd36Oas3#v<!|9bcMoRBl-j@)$@MmPR5ccgUr%OOsr?RnVD=V{v=z3SWRthMa(@Q
zsG9Zv07gK$zpbNd)d<rBKAHa%eiDf+E2&+rw>n%dw=>w#f*Q09(AIw+b_MO}r;8}N
z%4OtKui8%k>a9nIcCYdyRYktqz3BIER4e{~)`vA@jc3Rj{csR}gYyVYZcpjzqz98h
z)&|M%a#e9@u9JI*W3jS>-fr08-tPIbVUKl>?S$}M^LMOgg|p^c%q{o3o)6p~c;=Lc
z^h3AP34OH8lsILV?Dly$-Ys|pUsC>@eAqpva2^>Uw^tTr)<nsOVLh7Ab9S1<zd_9N
z*dex#@Q}|_^;onp-Z2?!fe*>k6iK}B$R&tGe;yto=Pve-z4ku)kbT%r+w+jac5<!+
zUZ7xQM4__El!6p_20kP_GeL|UeP{>`qcL<H&7!;L@5q4Uz%+dQfBjrYFLiWg1EG~g
zBi8(4CYNqq%w1qn#}~F<9pmA3ewIfdliL<4EE}ADz(JO!TYkJ>J|dIPx0%z2EX@9!
z=9}69aCe3vwsZ)jf(-yHB}1-!+53pKAud=)T#h=^_vswm36+z(o|z1*^6c@q|B&c9
z^{@r@zwp#LFJy|3RM-wD-Wfgh)!emT{$_k&;Cq*g_g7hJqnZ*DmOn}Gtb;w*fbsF%
zMX`z3B7RzIYU9@$*9qNa^ehjns#aCuWHvdQoJ&41av%xY_~G)svD2Yzq3PJI*xmBG
z>hEHIDf_c3b{eYk@U=^ol@^dkg-f>+Fp;N{mnp{Lg04KAyzIk~c+!`L9hWSos>&HS
z2poV%f5O5>f&m)WF(61@Ixj*o568)TbR>$#qf=27CG(g2xM8yPJo*qDaS~1?f0{%|
zqI)e@vHiLo+2wjoaPEBukdDs0W^80ASQfM-7Mb7OI-i-hkwB_zP%0Mphm8`=mIcd$
zp`aS1Sw=O7!$u-5aXQ)${Sv8yLPb9`@-a5i4+AEjrZ$%J^69X8l)Q9~?FKm#YE!!A
z5S&~(SixnJB56feA3g6A@|9~m)R5%{n=c&r{!{JK`$t~<cJZUbUy281uk~wgwffm(
z<=#N#&Ce^nlj}#b#|P=I!$+U*-TubO+AFV|AN}E)3SW(ZX=R0zFZ6b=@>RC^jbA*_
zJ1~4o({P2b^%_Cf2u$F&xYA{U5?E`(5``sLEkY+p1Q${~!$MjVOn??mG%K12t4gtr
zGdMWTV4!G@6%8O@f~FaG0<b`Uli0*SmN&4hfuTi_o`Ic&F9!H57I<Ew;3Rd9LR20;
zz@Gn7UH(B)oM#+=pM7_4Z@F7;?+&<M9Ncp3op&Id9)|&$u#$`>BmRgsDk%iSMijIP
zMiInvAsAFN(6n*V+S;>9jXIf1P(<RGu@i05I-Rtg*4R#4;!qPhWB;O=)(G_3y^Aq(
zv-`exdvo*N^L(Gr^L?OFFE0x;Ag?AY)M8M1;9cpD)lh4No}mgXAl%-QW-vjOWyR<`
zw0Uc$t-@Mn)eEMtsDMq4To#K3iPna0q_qt){Z>DE5{Tjg^vdYa%&(Z;-yNFGhw0a6
ze+--BwCCXw=HyJh#;-=ydk0rdWXMsUI?aNuCTD9-H`i_G_8wu6difX=lb@&0`_{`X
z*?YK->^|nO`*8Lt`nHhpPxvjw4;IO4vu9>Gj2YN@sTL}$PsWzZ`ee5!oAOSU!%u%U
z;`7P&aU_Y8+Et7x+$GFiSw>ej4o?yfEV~rv6Pk|UKd56rsQv~&<HrK|->AeSWRSHV
zQ3anWB_u|2<&DFeFr`OqvJNpX)oIbur9Js*Le&M0)YmA}XDlk<FkD1?lLU<_wm}=y
z=IenTrpISM;%J~j&OBASK{d6oJ8a*{*~#tna&<LmvUr(ibw6!*%wwg*t2t?)9V=(I
z)PQjO!1~_jc6D^_DDu05#miUh9zM~({VK3r^|{gDiGyP;qw(OPwF|QgB)Md`d*7eR
z=ktt3Q|AWE#W1SVN#>D<YIwJ>C#^lbN4TR*DFy?D{j`(q%sSv;D~$6D9QC{AxeU}-
zk5(4hG3pCIAYegrc67u^IL(}lSVX|!s#=azo5@YWYM4>O4dFz1BFu(e$++VqVwdbb
zd&I8V2ki+vZ+C^hwkQwLa89N?ijE2dI!3kbejA1nzK-QZlfh$P^bjIH3bPf#=FQH@
zW(-zE3@Cyh2_bnJiJXqR{IozLWZQg=B+raD@|8!?prIoJGSeyl71uS7VlA=dmqx*m
zneiy%2!DF4_spr5{K4<{-)ic*)xYuD8({fw%gim?vZc{y*B?5#Kd_$LqKK=0{_8`V
zCN7*ia;|m+yrb~U?1q`A`_?vmT2*}dt@96jSOwK{lXM8Hz(lTJA?)15h~4ufH#Rq+
z7U0HZ1dfJ<Dx!)FVnX~4e8hYLpD+_5h7?RdL{+2=$D*VBf$FAA2Bi#3MNVB7<L-h1
z7sFjZnUBGbMiVA5xy;-+^Esi+XR4X7605SS*#yh6SDAanoQk`o$ymqrwAMijr27R)
zf7+M6|AUlxg_pUP4ZU2iflUb)J7gQi5gj<%R~c;_AN(D2d$wXHygA$78u?b#%T)&+
zTw`x|iW*D^LehnLJB)gBkpPK8r#fB(AVhPc;oy#FXI|VCH^<#^PmdB09FCrK4!O@L
zBj$_l%YpZTH_~pHZi`twNdtq(xP@Sr=x{5dlD-^{z^mec^s^*=F)4@TWH~%LuO7Y~
ztc^C4X4uL!1)76fqWhpLxTmlyI=~KaaXxPBvG&*oG6u5VVviYrXgy{-p7o2sJHdCN
zW9+DL%JeVuRQgnKYGH^Mg<v@;gC`bpPaBEZ9c1;J<j}pift#-_cG0^;K&}g@eC>+h
zUP2a2B&Nm~HP#SI#3o{F%zqUhP^^J4)<9asp*jW~)Zr=_hkvKQqS^Cl9V+)Hr;`p{
z6Fg{B7m9pgL2*u=HH$T7Dl+FsJI;F>p)e!dNQ!LO5%XAVkvW<jFUXqTNQ$lVlTuG<
zUF(k;Y+ALf1->5H_$)_q_6cgADWxf`Ys$A9v?bLo;n2ytTW3#yxb6Ifvg*GKU*EQ_
z0~YL6_iWxAk1Z%&yZY$%Z9Rcy%=zBLy59HSZL2=fa&YD5)`8!4Y~1z2@SnHsU$wP;
z&#ICw#j~F+9cp;xc<1_O%9@cu&tWCJjhb+fAehzYzTh41cHW&JyM^uG_8U8ecJp4b
z!`|-eH@<356O02PX0eeAI_02~qd5vocy1gv5hth@gR8N#A(>R6SlOYVb0#@jdeS*$
z)RBu02N9hbf!tuZOl*?PXQQ?;cnN6~QbX|&RYMJ-L}((!hCpMOj9*jJ-cMuFT=Tx+
zXYMBr%}kQ|l_@w$)0irq`?|H%^A+~w8?EMmq+|#Dfm~5;BwmX)HW_i}Gv(myWW`&a
zpgfKwEm3+;aKuVWZHtoRUz9R44AKd-1SK=1qiI{u#P35t?H;(bdEd=5?Qi`3=E-YJ
z)K=B8qUN=lCG|z$%T}1(kpIh<{&xA@{<DYAe|dMd<CSLSO3%uTpYBbZ_+$IJLd?R2
zxk(tL7m!B|QZ-CnW1y&Bv8i;>mB8UoCA=AdZc#I-DwGUnCNi1KtDs=t_ydq6J*IW<
zt&fyYR{#r>lF}4qe{2tO(UK)acoh~esnS+@L4S+ajJ+zktI|5t>$B%!j1J>@{A82r
zk(KM#rqY|15AqnZ=&@%?f_c<w*3OkNMpvr2IjYlymP*JK7@^c7m0RRoIWANALys%J
zxl>QviWwXa(1Mc689ZgNG^yuFPZhL&<G?glstaBlOds`Kd<yQ=;a_ZO6?opH*fJKB
zFE6cX8lb~!^6ct^2Zeb9tL>tYA(TfKEZtS#G>rd7fxoh~bQcnkCtbq^evAf3xm9dE
z%dppIHGYB8AT|Xu7graT<ERlQ%xb(P$j4-YaKvEXIEIk`J_d+@3JIVDB=7-+T7hR-
zN=dD8!;4xTDs<QOMIG8QeM>6qS_>*>D$w4|R4j-fs`Zz`F8cB#?V`KZOs~NM)Xx2r
zF6LTD9w{Q9UlNR#2*YUY=!r<Iq&QL;Srw^|bP4^!ka@^`$|D4fW-*;gS(KA=S+Jzr
z(+nI-C7z)&4HS0U0Y|&hOKD48c+fGrM)mmBkO}7u5-8+{|KSCT7rcD|X?xba!pInG
zzZ_6~g^@z0@I6K(#R$+vBl1sPa26C`ncc(6LXX<2l~=Kry)P=zXVpP+kaLs~EsfTc
zHPFk>?Z`HoJ&MUGdWrCVva1ESiR+5K_jaX~{Lwzi)^B&U`gkSFmat^6gl*yAm5hyT
zFg6ew^KpSdiicz<G7f>HByOjPG1HU;IwU|z(&5vjanr=Ev79tCWoV|5p$*ec2GV9i
z=<rK0)0sLM2({9;E6UL6O7GrzcR$kXJ@?*oIK~Bw>;*1p5QqW!DkBv}Fq(lx%hlf3
z@9rTWUu=YS>6!b%`#}X$-O(ToJ+y3nLzTC(`Q))bt!+)Nd?9JQi)N@ib#!lL``oAZ
zEs6Rc6{PB=?U^^X^*qvcpzp}=bTXo1B$8C|y*AgvgmpgwDexftRM~h8982CvQe-d+
z*l88IoM~aJje!^huYoU;7rVc1rhB@MS&!L1>ZUzip2eOes~xl#cpy<~opc{~7;SJ3
z0eU;w1@0uNw++cuN=|{!CDo}U0(2qGRdyz2L^tsuOQjSeo(t#pfhO2Qb`vSKB>+;4
z@Gg}izt2<i#~1!!w%B6NQj3+@OiNX4cEOSjbX|3Iy1THYvXT3hhmZ0KPw`xLeI462
z*oN9(D@k~KQJ>=L^3gtLx;qOmkOY3mk%hI-ghGqdrb()A5y7Q8-_%6TTn3HPGbFPl
zzn2>ur|?(3GrgC!_L=XZ<RW}}2%8$Tl+KyAp!NY>bbf0~YjZ25pOa`vAbmJs^jiZS
zzu7MZf`s(Vd!TIqEU0aB0eysa0mH1q0cdj*BtA9<94?Od2`KPR4*S)Z;sT~}az$&R
zX#lp@Ep!20lyQNA5HkQuy>{&`r;zuSGM4ypSX99dKybHBt4LByEc8D|Wo3TMsz+TN
z=*>XtzeCg#k0GhdM<Z*gg_b>_L`J~tlTaL6fLudcNPEBA?e%$Ysnr;NEu&JayAL6N
zC3w{hK9&?hp0=}lj^_Sy{AzCC>W6UiUm*iuA4sgo1#;(Z=K3z(g1@`-XV~%P;eQV=
z?6CZFbl&_;@BM7c%BJPmdvZZXrfbgpaANSsp1L;bL@sl2o8$@afvux&K;OZya<N-i
zayx$y$*j!X%#C~w58Z+WcpAbtaubsix&234lXWY{Ha@-a1=yEa+T6UUq;ud8&-XNT
z_DrmLWqoQ9K{y6L_ZI0W0&pY8+el-O7U&j{=mLbN1D6{TwqAOIx&-WGF=Q1`mlV4J
z2_nTB1e*)EH^V`QAT+SZ03wa*pgsH1*+@ji2cDX`c>_lB2i`Gs>J%ocT1BS8#InV>
zKs36$ym~8Jf;ltC^Mb>r_h!F+f7BmW-B`3Iruk5n=0_{?VNW0*=EQv1u7yXfnp0lH
zC9z_*kUYGeZD(6>o7m}H&Mw30(jIXmy8-u!Tk#-0WZK0J;UUYgxYK=*J&5<44~moQ
zBz}*Z6hCCo;6J*~h<{_x<1g83_?mc|y@hYPZi`_fyMRY-!pF%=0xnS$jHUwKXcO$b
z&43u*U^SQW)@>q-Jy;Y3pBa~$H=CguvnEp(omR|9EJa9kyN&{oe{oqjt`r$COId9;
zgTZJJvhW+l$dY@|QIlfMqUczs2*oVAp_n|1smt_F6J`2^=aF67M0aweW*wX=a;H?P
zLq5b#6WKe{Fl5SW+o4`ll_NBy+i@!70C)=G_y6Ax;T@+Mm<ICI#O}RHf&E0~dNo|z
zt=>2Rb}f{lEx%C*a3P{zpZV7+-<*eX>9kXx3qLJ`=j(fy&RkzyAKY~12K?aT&T@Bz
z@%vdvbT7T?&PzKN>->JY${St{i;*<*cU5!v0HCiBr6qz8s6#uH=nAkx90ohZVR=7y
zsC<MQDZkErQGPX2R0p0Y-!31h*)JcJekq^l&X=DL7SM?-x;n;gn4M5jA^2jdSN>tO
z$7IDDCdMhoYLv1dF}y1_Pnzc+<}SdGrBCF`eukEyzqkfdRz1&^iZ;m>v_`9Hnx*#G
zGT7r>QN9nEF~Es5Tp_JVY)%X&UQHOdC|A=3$Sma~G3boYdPIqKu~XhD9gr@_j3=Qa
zx)STqI%<t>jeZTYCc0I>h1<e!76+s)<xd2Eq<@xwR@^NQCeB1YiF_%2BRQ8FST}F<
z`mmd~dCO!8P;?l?LvD%kRn&!Ls>&CP$Bnj%pxtgmRY4Ug&j(;Yg?%Efxs>V##~PC{
zbvxG7qIsp1#22m>V1XDFkdUTB?z(WbdIC4cEeg??WcIvDU!*Bo4HgueV}OPp8WQ1p
zPVtBJB_${wE@D~L78euiBUolJO0yny%f4Kn_$@pKykISK5SB>>Nhs9NF-5R5Ls(63
zrm1HVR8zCA^O~DlPTFyUiqQTk4PgCwf=-r39q#f4bDk-LLfT+SMq*__hX@&tck)QD
z4@g8f$bq0EAj1e#EyFS~AX70|EmP%ug$$#*DjE1)J{gELR9uD-kO9zeA9)W|YC4Pb
z{r>)b(4V;{zyP82FfX<AW!|`4LmIhRWtnAhFQFT1+;7u5yv9cub6$68OrN1fpKDn=
z_}S%|K{@TWyUIIc)P7{$zL&p0^Q3=u{hqyxPQJ6gYalazqWk3Txjj7kjhI^X%)^su
z|Ln4U>d~jXVZTF~c>KFRXBnpPhaHc<X1nt}{_wWWJrB}4K!|7ix1Z}+(yJwil$247
zzzB*^5%)fJzj&BEY&p(OSPBgy`S)-K^`v#1?Kx_f?GUw(8=>B%j75}*My^(BIi-sj
zuvsD;1M0>R58*q6Z7ewMIiL#)6wIQ}#?7I(FvM9ZIljC2m10z!r6NkC)QCm^gs=vW
z{MroN=0-Cza|!{VvBBejti$a<4h<fTHvjr{8kZ0C_ID6E(ff6Oh7gL3$_g{nz0+43
zr*2G>mP0rOKCPwKW99WljGqe>25f#kZ=3~+ti%|cx>>NmUOWqcdzs6tuKr9fEcp-J
zWdqy9dB*X3-*fD<ojB*S6Z?F&&v)muoj7(b^#|Pu$z>2ii`Haq$ka|5Fh1H2DjYrn
zw5k%Mt|_P$kv1mS)QoLK>b6v6<6|zY5H@L2*RnCe+I^Er48ck^wz5(ceA)B9NeFbR
zqPu%_AC~g}z0d#uJQ@|9#57^BAYiv?u_VdkIB5(Cxdpc0%5vM~?~eTO*}<v(&;4qr
zyxzKg(t7=kJ;zb|n_u7CC`kU0yJ~}#`_1v))`g2@>p!CdulkR@`tga|Z=>Fm%j$iS
zLHa-qQgSD_Q$5U^tof*0az~!$_wm2us|NW&{|LX|ccAVq>8;2Go(p;fe<aE}>d;8&
zg(yyOc3Fb{!68dEiWX2rIpy)xU@=u+&v4<^ZUM~<xrSg0RYH0Cug8go!UGzq#kTf>
zsiByLO4>nfQe!nGK&vr8t1&?34nWsY%|kWX=}mix+_aCWt7jRITCC7B57S2aLkeZS
z<UTW3V&PD<wvN~RiD+%O4~6RB6!FS^Nb-q&bMo)nMLMO;{R6ps3nK<y5$~`oNl={u
zuY|hLa((goFsXnP3`2{~jGwW#{b{K03cAnw_4UWL=nIrB?8c#3lfK6~b>8~>sS95T
zqopW-M6@JA_Ie}a!BJ2=hl*yqS$I6WJ^XFs2f=aUq%m3G`oxmG<QU?HoWu5E$6ju)
z(;1hgh@$GUlvXs(B!X~?$0Iu>&OxM9$Q_4*v22$dVP3*WgZ?9uV-BUWOoq?kOc|et
zsAx*VhB_3Hu7tx8&N<F;_VISdkOMOg-qGz~;kPcEJ@mH*v*S%^InxZEZVZjbprg46
z-S#6rg;L>Qfh{mRMa5GpJVnK;dYqz))0=UMDn6E<d;^UzB+LmW$_i?xf9gj6r3&Ec
zp8`$<*fmIWxL7pW!75=?M5O<oy2kMTO{3W>!3h=ylb1p&Am`N*NhlP>>j&E+bprR;
z8DpCVNNNdIXdE?eP3G;o?(ql@udv?bQ}<uq@`TaWk=l0aeZxq{0-<=XVXLc6*5&R?
zt*gS7D_VA|m0A<lQdY-f$v~{R?OAJF5Afz1c3@XDrCaZ9=&7qEL=_+^1JMj>{Bf$e
zjH2cOeQnWcbGi;Uv-{I0(!WgqfjytTYP;&XWxM5ama0njAz(aQHEiDtj5&wP*@zuV
zb#)mf%o<K|L}V$TsCIx#?le?Mb`Q<Ys4OKEE!~uIan-ge45&f=K!(v0Oo~t86d|oA
zlL=fO;F9UoIMaZb2BX1jC^gs`M(uXlfw~>&v;#RvYnEj^l%$73^H7o=H5#ELBlKp3
zl8lUH|F7t7K+Uy6mo`wj1PFoNKl|^%^O6yY#2l31486+S6%c~ML3$!DK?V@BSkt`z
z03=f`S9ez~&GCch==(QUbl2!QN_H-}S>uW|87-9)MsFfm<C0-hu>Y>nLY?cr3eetP
zzR4<dKd4)Mk1L`O)b*Cw)9l8Xwe{}GM^l8?GDw>rLfYg}zuD`uEzM#v8A@S3$cs2u
zG>fZ>JGfG?B<^S&4UUS3gNH?Trg_jk;%0-zY^bMLD!yoY%{E!IRkP2#CyMMc4!8tA
zPz6Fw%hUWhLh}b5fevuFxwz$9O@UxgwWpd`PfB&7v>dG_%15clQ9BVis(QUW!l;02
zg>C^8?;H}Q1)E?aGz2ivOGl}JmhnfX+tu2WK(z@ufuRw)Zt~=35<GdHc%ZO$&nzo2
zM5wdoG(|<J0jsI@DME>#OR8Cy%*WCWp3_swhGb)swO2zUQmc3uqL|Ek9cfpFsnOuX
z$2<!eXVRWQZrzh%?ioTGXCf?3Ym~GeB*=hbjI`J@N#-T(L_w(o8@1PYp%0<428B!K
zO!|uLDq!#3dCIDc41Dv0;pH!O$Q=*k8u6isf6L@<Yx_F~`quws-`fxF+;qRsC$SK5
zy$8Rr?d)s+`nff+FQKCs*0(E(L|%W&THW^9+i%`H^2#rs{9>@7PRjv#l6EgcrFNq2
zGZW!YyG$Y)qnD>YJVuD<`SSE_Qy|Mc-TQfpDDQ(8Odq-JLn>vb(t1(L(^pJdFe-gf
z4R!D^Nk-skf}<IZEK?0<Cmii?w8D((Uc|)X*+n=Tc44NynNF5xVW7Nrjh;|5iKL0M
zX>$EbdZNWhOXfhS>tNTpuE{Q&uWKx97JFccVaK@@Rh6Z%qUL2OtEio_)TXFdmRySF
zlO;*fAUHCLR*<DdiUta3@wn8sXp!6P!r4qF9F{o2r(#n@7gZEf4Yi~mRL`lCs$DJP
zm>J@`R&`Buv9T`H)v2q6p8Tpj&W|l!{pVo%^Zbp?U<R%Hz-DR&mDc$w4gO}VV6H2L
z(W^g=$iOvU+jJYiKKNwuE1zx$v!9?tco2LbZ5Vh7HE%G2Cc~)w%y=XrR`$?GEtQkA
z76DIiCx{4*+<WM`CuWQxz;~>@y>H$n(971EyF6pVU9S<($U(ET19pzgoG~{kG=&wq
zbrdsI5S7*5wM9;ru%ZTKNl;W#mXM-3Wyz~(f)|XM3yPTR8j&NrM6{7lMb%m2hPg?O
zo#v3i^>C{=b|p8#o#R-}MqcCS4&=(y9~~v%!oo5mv;kNhD=EXuq{13XkFrW(CzNvv
zCQu#%64a)l=m$2>dNnoZ84BdAe~PYiB=C+;NC%=)N%edDl&o)mgRW^`GyON#3kqq>
zRdZpdfL8ie`tjO8De$%GAJtCiRYDLMx~bz3HzQPpN>m>V^YtP|*zlWv+~Y_7GV3}f
zrfQs#aC!P;`hUaX#!;dNS(pmZB&<4}24`}6x$khVb5*Cgi`+D*hG%8^hv}y>)l>aK
z`bFsaC*yh<w;WL>zegsyOZ~Jd=^udZaaN<Lss4fXRyv;D=^goy<f;x;hZiEZOLB_~
z8OX6#>T{c6oEq@WD+gw#QZJixvN?6%p#laMzq0kq8%3olmP-cWQZv=FDoI7GJbB>M
zOZ}}aqTKkU;^%tVu{)Zo;8(u~O&8<CX89S<DG%Prpdn@(e#SFs>?}N8JncGB!#%|y
z!Pc3DEm*`W@H#w<cblX5e}q>HY!l}l|Nh_ko%npd*uKv`C-$A=S028@aRQeIz7SwA
zKtZB|hGI<!w6T_!B;w6Fv7w1aCpxKX8QYYhPOCseTOg1I){RVRkr<uEq>l2E#-!3Q
zSTuwvT}$HZ`_53HnzT6gJ<it2{{H{p>!3N}J;9%DIo<PD?}vG>SOpx99oU|K1?|oc
zp`&n!|4ZIgMUxN0_Uf3s&f9>Jpt+0gUiS~s*}`RXx8QSEg{yRE#VzI>bLqUd;1~Fp
z<|rQZ4A1!!x`r;m2lyg)8{LLG@QLS6^<6IswS)?Vyk2+)4x%4<-^jmSa36CprZpAK
zr`C1W&6^uUK^^lt;?g7(mWhM7vMD*;k;aTZrrxs#zbF|4Rw1;hPT4dZUZ?C}Dyyhk
zOwK53XLpy}X}8&AyU$YHSWHeUiH<_M+yMxwyf;9@NH;=b_?-ESUI^%V0fD#BZJ(#3
z?t-n|3%I(<<90gve*O%P`IOV<bcRCVqolK=Ba=yYwYO)psiSEkNe+iSjqR?^*KEA5
zYqp(s=(mG?49_yFP47}K-sy#5FL=lBXJ(V;vmBMr(gL5Q5I&WPJ?qAYVsBx(ZfNej
zcc7D6$JG!<tRbJUR@77tPSMU}EGkgNE((?9RHyLxRoT!JDrxkr=s(bFH=k>KS$LOD
zgv|sARO82~LbK_qO&=v>8h6mZV9&FrTWe|V*5)+#*h+n+#-3Hrnw~Zi@)kYufRP`Y
zzCJ1#robCOweC1?AbRJxwHrS!u-*7EI#p<%x`93xW2wi3P)MRgLxE68rQ!cly1#8E
zn#n$E-Q%&-;lyj<-i}|dnA*|aQqx*)vLKV2`u!8sG$*Gu#YkWiWM|6_`54@7TCi?$
z=p?>V_U-7SW<O0xssMj3FM7%is-(i~=GyY=n)M(&m#LEy)Ln*(^8=?S>ax_&zfDmW
zN5iHpAOYei4yL*Se-m%P`{D=VN8+dA)u4{SezS#N+x9iQst!}G=M*(GQ}%bMo|r5s
ziFhoIbYvn9{UhoZa5RBA7lqw=Jci#jwb1_xyl%J0Y88)l*JHJcXGmFHdThQcY<2G*
z3r;NPepF&)#q@QM>MKZ`@^pd?rXEVHm66(PZzvldeB81;8MGqoH`cF+3)T5uYku~f
zb+E-*{$X-fd?WV)i?2y&Ft<$}T^0)la+@k#<hV;uMTc|dO&<Xsxg<X9&G@pu2Al2_
zyP!+!BO72Hc~RR&4!}>e^W+M-3Ac&YOTZ&J^!Ym1M%whR5H6&rNlND&#I8#c*NC!o
z*MZt4gS3WQ^<us^zYc9jo5{BDMtvXJOTMokL<jUE=q>$FemMWWbdHSYuSu85h5Uqc
zi`)ud&)-L%OP}h=1+Y+>udReWX}R{iv^9K|yr*9z7xf$DhR#!_a4Tv&CPx%CXR!$N
zNiHQJSlLRk7=+n$1OY_C2*QLg`k1Y20i8&?Ml{gqcb6jJu!P+%7ecz8&bajFs5b~}
zIW-<v4k^P5)8gxjLm4vjkO#~j;T3#wpPzEU&<snYX)T#^S|XJ0m)L@;j#j1xeF*M~
zfufN18@pY(MmvMFi$a<$$YVc66@GvsxWoV}YeJy92$exF2=N<45DnxahBP*P;iP0p
zdcdIYY($l-52%1C7A~JgB{S#%PdI`n-Ue>|)IB-5R4-@r<@KQezi1ikgnz+Duv1%6
zABrZIYE$F-ibQDY6WgZA%`e9qlF34RklVa6Q=3jcxN5Vull#7SW8Z^UsLoB_n7&05
z*<zH2KbVX5i6FiTfX&|4S22jS7}B`8W>(GCnjho8;c4uwQB_f34p&u}!&Ny}*F=ET
zH6e<Az*rU4fGDaIp>LYL^ilA*-GJqYOLTKqJ*vfJet%rh1ykSzN@pkhv^c^eo52>N
z40^&)ma>~E6kE+K#ItZHdp(P@H39aBprYt1jH@&aSnl77U@8k^9xE4wGppZxgxZSB
zVC5bdY_x0#U4P8{a<NkDiHY5nG9%Fd!z!^;=$xUW5~JsgTMUa?C?Z4bMPC)aj#i2r
z(DUMU@uzSEehVkX^YA%{|Hi<QS05T^gaO(Trx2b#JW?kXG5rlAl+9^`yg5pn%8VLp
zdHmrdThnORpdOViFPT2k5JRGYg&@7c28}+Kj#nA<F&8S+e@+GrZ2BK@J|lhWk98F)
zakQxlPr1s(m%A**s9%PDu8VaHTw=XcKlwd5)k_<THBv`cM{S3F@uZXEAGOMZy|%fN
zzx$$belxGB#*HvqF#UJ?R{IO68p-IGIpctM*m=ZrM6hjvZO+}W$7$<vc{7L$W*lzP
z8RIk#BTnGroX(k?om*JT>KiGx#%s-5T<h-?+;KPdxnpkZUKm}w#wuWGaLL3HVW9Co
zTTq)=oUp869%Ns#Diul9r1)xoGm?QcL%>N_Av;|O9&a;*F&#u#uo+1<Iy`w;jo+mJ
zrpn?Mkiy29Z4x~!zrehs=oiu{JOM7)Ro-5{UA|e~b?wZjqc82<|KiA*&-T7VL+^(2
z2j%nSb+8{gq38W$3wIwbzf(RjvIiQV8&>^l52Yl=*tSM1voyihQz%D&>TB(-T5c2B
zC~u5@JJX+gJ?h*>-mX8Lxhh|cUa5D4(?TwjGLlBRBctb5roWZ$&+W`rokb9dW}}Ou
zABL~W_QM(YWBq06O8w>ZrOfSmN7PKzW?Vd@QWavdQ%O*w4Jrv#8*gf;%@h;837kkc
zgAJKbD2QE7mxv-lM30z}{)j!YFvm(TyV#0yVCIH%_~*It+=U#MYXVCk!IDC-1QJvq
zZ=sF1Zt|8s@<YwJG1xMqtX}gaAN3G#r6oNS3@NVppRzSg^jUdGn4soKD@{<3DOMDe
z7ByO*m7*k>NoA!}3)DyHkPbJrKvGWpm+xwiZQ{P;_xt&EjvsgSIf)<fJ$$~ior~>D
z{0K22xo+bbAW&HlqIjWVO_`ueVp23fh)01GidJB4Vfkagc#MfmJUSpSHlQ8dDp8eo
z|Da78RO*;EH3PIv+O);l@Apg6JycD$fA_oJ`A+ul`~AE!)J*Yq?V=VJQ8eHY{m668
z5nh~&N+?hOlQsguE@FVnpp4<DeF?*2Xf&a{@Zrc1t07?_i+DF;1E=fMW!cG}B7OFS
zkUoQFS3f!Q+g~-7pUXWTUVn7ao?>PN+*WyIr-1Z%jxc1}h-V#_x1PQ4URYIia%b1k
z4i2ND(r?*<P*F{()TEJ^54vn`0h84YR-;)T*bMf8L)6>!FPYy{b~9s8Uje37wCSjM
z4Bj`=bWNN!QT!-PWB)Qh?WD}q^EB-;X^~ceOLLIoSWe`0&fqNE;`l6r;zk_CgRQJf
zbV0@?xS(rs?8^}J8QS&n62ehy`#3u>jU~gbib|d8a8@~?)vrWlMTS<PI+6rodk}$#
zL4)c+r;?9PqJI@~qJy0dxNDL?_M!o~+E)A~1*%7{nJSbl*oCUmD0Z7LH;pwP1-^h<
zbDn6PX<y&?(F2wDD}U%aRNOiY4gh3Xz+QyCtylXGe&<_PZf+W0((*Ir;#sF?dGVbW
z3(vg(LU(`;j#OT*eE9duYvw=gK2^C`xpsN~{vUwWzntB<1tU;K`E5NyV4TWAXk3o^
zaoZ}Sd50swyH~v{-%XkpM}L@vexWwi7d6>|T~U>VR2S%n{n2e;8{8yp5;sS_tsDTu
z;<4m;a9+8l-b_wKtF7W5a4@<jHWEDpPQ$a&3&~r_2l|ubRMO?8YCsTr;|OJqg;YWB
zi+(d*RZqjZI#4Zy7%4(2@eoA|A-5#g2%$PjHeiDijYc5wK?tIwP=vPn#2FhdZY}<~
zHrBSnw$^4kWIJJlHYzk)mmLF#4W=m`4%b1(?M5+@_DVPtbmj2DnBSSBqze-4M5YKz
zSJ*r-@&oz%c~d@16J*n5A83MXI#N?jkX=m{s|m8Jzn^>II*CWK=9j>lEtMxqgPMj>
zot{Q@dIr@q=4pJKMX)ZF(;7}mfgn3Rn}~q7CFq}tK-w^C+5U@0-H&mfY~*D@Ny_OA
zXynn5iZo;>IjW0I89>c;)~;QkjJm2!EZ22PK{?2YbI{YvzLq%7Nj@T&X!`UD+oH1!
zl1MPEjL2?jnj`@N`Ts`=Hk_M4(+nvfPOz-6yj{s<L>JH2sY`Q&9Ef=be}3@c8>h|#
z|Jnon|D4Cw+26f;{MEubxD^6W+5F!W(f*@XwvVZmZTq^M@J(=T_m1Nn@?F%<sZY%o
z#1nJiY9ru%s{t^8fesVJnB!E!qIH5!X!jJxzyjlbeoj7U3YmNTy@B3fZ^&wKS=?0p
z?Sgs8G2|L@Z)OJg0bw9Lpzo*mIfh-s?mf(~cFue*!+KpASJssaXTsTV4q0fJG>g0_
zBofI?8)$>=W<8+ux}Zz*vh#9_T#M?9j#aMJ?5e~nEi3>5hB87flrQ>=fnsn?Q%|NR
z+mq|bcQ?CD4o8A>gc7ntEX+;lg|fHI?T;R_9ZP>tKbO88zf=FdcDwMj;9E}52~qtp
zbOC$>AlLx_xIvAXIt*8Cq_Hj(?iWHle<O@nvVjpFB9B(5+vjw;HD|rstlG)JDuYRs
zfZ~lNIqtK=QDE?qEC7NE)G;6%Y}#|n10Q;T=(*r|=rMW5;P5qJl-F2<X#54?cnaJ~
zJxNU=X)_k)jMPWy#6+dUl#T??oVp1XP%U5q@K3jUsiX}evMf)GPa+YUEVrb!Y41UF
z3r7Pqpsv>3I1^Cp=M$)<$5AT8vl3tj$7iTDAJuJKTy-?qGgN}XqQ;@YrlZrUq%%V~
zoDEuxMH0uj6ZMK0$sC=w;-1%toRMMLv!L!ry<b9x)V|Kq=X!}<r<qG@N&smrHAs;Z
z;&k|#7PHQ@WORnu!!^Jor=T3MR-=}$<ss2LoG~I+o9xN(aJtQ7YE)Ho*?gu6b8^1f
zbYAh6Mtj!3rnUX?=dX7>xj8p0ycZ0FZHf}?y0UTm;pRfDa{9YVAN_damN~USsR}tF
zZTQ63cdTs7bZqZ?`OTFh5ABwAJ`FxTa(L~Y?xwy5{=K1t#UsDY1%x#2{5Ir`E)s9_
z%qVn&ZrB~}<~M*1a6@<lPp74JsZ%;;IT|`=IUBM;5atn0vQos3*;BUpWlDf7LrY`u
zw!ztfMj5s4b}xe-w}QHW^l}WwjUa6&JZC4AW+yynkJQ!(8jtzWjqjj%mha_H@Miu7
zj8ipJpBoO$f;EKyYS7c)5x-ILYb**46D3S|JR(>}4nN?sgUO-|);?of2`x^L%20+Q
zhd#5H9uuoG*@~<S`vLm_PL0TwaI%VPApZ{!VYiOT!kJGps)G|=D&9hlJUw{_+w)Vs
z@$3?t%379I-YrH8&HtE~wc=){o7>m}+VHMArXE=?p<PXZSFck#iXHXotd8S{7$rxe
zSW}mcTMO2u)-8-#k(F4J+!UKH&ySsn*%Gmq7+j$bIkqt)v0Jgfsn%9Ek|-!e1R)fV
zBK1NDNHQmc{E{5-`;ksTCGN7<qm1_KCwSM;<S_|wWP*1vfs-0*x6_8Rg*K2$p>-P4
zDBc+!pATyf(IG3o8LwU?f)pgb^lR-oRtE$63H_q}NH^<(NQx<vVv3}gV#Mp+!GV4b
za74Q}H@?R4_!<{TPy9Ro;k-wRv>aJdk^r?5F{oq_<C;j9Mr>%u$}N|gX#`zWidT6e
zk}N?hqr{Y`TTD`{M|CEWz)>Z!N|K5@6r3u+wE02K2V)drks8F11z#jEpOxs2inQiG
zgPD)uZ$^PkAA?7k6<YPm@q52}tc&xPW#E!*F&YRjePjLJPnIFYvBVVRtHR*qZ|;41
za%A_Kze4Z!<%*JvmM1TD-YYK|y7B-jJH!Um2VRuQ{zZ4y#zt|R;hou!*}XlV&wICf
zd$;$oXZvo~zO#21`&_Rv^)>}!a1tEi6dQD|tKycAv=~Sch(fL^i380KHy>4!exXJc
zV4)OZ*BnWH@FS={DkM}9Dg6;dD%v1Ls7R$z3HaQZJws4GZng8y%+8J8oqeA7ecrbT
zyPz~5Xyh{REQDVl8J$-^I^0mD|8g#rfeH#?Az=+j?m&3)^5qM_a%{~DO5rR}c+owj
z0AEe0zM7cpDs}s|X!+LrvEI`C59w~^R+fG@c3yoiaVC2Qv8Upv6YsMN+<C;#vM0Dx
zXjVR<us=sLjWg1l%1oBsE^m!J%Nz()vg~GMQ*1ap$!$mM7Bt3h35<uvWY)_LQzP^y
z_9>3lv)xRuyp~!QVsl&@GI>)r6&5SVteu_6Ue2;-Ir36ok_u(@fRa$!6<R?J<Q26L
z&f|#BgdpKxIlOrB;ze9-lyTH{UCoP9EYPS%Ijl8?c)U0hOKX|x(zMs4AWr8I!fGgr
z)d0(J1i&RFhDWhXBbHedM4WIp24bJuil@vdw-iRXVauL8ET55Y$*e9<$WwAfX5=dT
zY(dZdEW7iVN`gl@e!G0VOsRh9gRg0}o;$Er{Z0XA5h9EJyB)(}V|V$>pRZ_eWwVEb
zd?BDpZlfo;Om*qTLfGZ`h>K<8M+*@*U`EL7M`s(|`&I84)<Hn#5I&w3K!T8g!N`&9
z06;wv7$x@Y!Ca}WX5?y&5st6>Dr_I`?F3`Mv-;MsLH4m+L)MwRdzks@=4hsc&E<s7
z))hPM{grNdwj)&%aZn(UNL%^@9l{87>2w`?3j*kE%SW3q`n*QTg$7Itw#JAO6nV<R
zFpRkaJ`f*3F)nZoD98r{6bRUyi=>bmafA5Q2oQOp8`}!8No>6vxYHw)to6beGb)@A
zxI9<ji=r7cBW9vaYc~z2hjSC%_M_ZtG$amcBitw&<;Mb}!O_I1J>qQVwxVamZHaB#
z&aQpTK5ie{7uYWz3?5AE*A6B3>p!rbXI|ouC112&w2wM3qc_A?BCn`#Bwp8EHD9w{
zwNLW1!mK!(IH{dV&ZbUSb7+n~7pNxY?LXLe_&egg)E#~OHfz$}<{TB6UhSFmuFUs4
zm`OCrZxiSt;jzr1Ib<<o+9vBsn;u5P{AQ765EZ~OE2&uR$+nDxTv1p?eTtG+_Gz||
zWW=WW$!ZdhL?H66AraVP-1qyyC(!o=3xR%7NG5qf2qdxYN~d{>!$gQAqFThX+B8!N
z;$4h%UNc;$S97aNQ*)Xa(5p+kyr|71Jt&IJ8eXj>lF76X2oQG2S`tqrtrX8U+g8-J
zEr&yhJW1LP9y$@pFiqE$C@2O3JdcExzv6!D;BWShS8_;*>GO@3@36aVr{c^w^akgf
z&V)1N53V`49NxLXe=2MgwcjViccD%tz!#qA1&4!|gLLpj-^wc7F;^$r=jEH%<KgRS
zc=5Jhq!bqa_Mk5DO`Unup+j}%ec9m;J;cTTPsWE^6b|+C_(I`+!qNNu#PJ^of1=t5
zL8GRrGz_FkquaR2sFFC~FCaz97?7Kn>A1|udV26F88M7}{d#C}nWrr!bg1-5I$Ef`
zVAlRvyVP3yUPmyxW+nJsE%g?G_=&0GDlQU_N7`VxwYR$iFaQ=)N`4h)aK5|c$ldqo
zZ{PbR^PR)7d@h%>n_CVqA~?Ng%ZhxYLE<?))z<agVg`QpLpx^jA)nQ_XkkzJ`r^ZR
zmI9KWsZS1+JbPRnj}O~SF?KL^Ab-I4N$jY>#o0IqDO*OesoTRg%d+@QO&Ky-N(ZgT
zG+NDEr){qVp8X^kMVr&3=CHk&+l%&^d)ue%3aD^L&=IrJUa^1O{uX!(9=AV8eVDpt
z>(6u3XxgL!f*Pm`!%SY+GL+e=QFV!!R#RHKHLu2ESnfvgIU=4Xm~1voJTldM%rcS9
zo5;wkY$gmSDw9bQNf}eBOJB?rsewDUeK|uqUZbxFn>}8DzMRB!=X^zZS~tikNDU?3
zuno@`Hl~b<F=HU33SXbI2rA>ao+u=+*62^D%Zg(;3p`*Zxu==sl)x;*5J>Ja4hs*V
zuHLVQf%(3Cp8=_I9e%ralR^OO0R(vGDR$|a7s7}GCP5r&RGcH;36lIk4EFoR*`Qx1
z0KZl!10Q7=jsKxcLH>VW5KETJ;LnM~){XtO^U3_i;^GCORBJCiVy%zn;p()tVHMCo
zpg+~qgE80njc+Y3)=uA-t>A00ck7ClKrUA-wvN|^z;DJolf^he*~!`tIKl3u5cMNZ
z^#nj6fo9k|4a11bW7G+;Sb`>j!z<DC_(78l(DId1nAYhjx<WG*dWMF_X+Tf2+!+9d
z;RJ**&f`kZnaloZGY%9_+}=&}AC~R7e!{~wldDOjczn^<>;5+(X9}`SSsCAOqBaPs
zwX2}HwgZ6;cYcBW9I9=HwD0E;uhkQd3vfaJ*i#PW0TpJMJfx)oTz+DA0f1*Xw(cx3
zUK%^g>g*I-VVMd$!@}b%V5e<dyg&;3`95%{EH#2*>APBfyzVCU?1?b(wEU2(bx(Jf
zBiPLnzK5`%gV@ij?9PAHHgH=hu=MxZT1Kk9Nzs&ko`SUDHBgN-)x$#YUFOk2T;Ke&
zKYW|$V7w9DgOToj%(T?jj!@W}bxSwtqxA2n71SzvT|Jk3`hZ8UKj0Cb$QtU*@uCQy
z&iS%DM+Lj8OSe2xlHk)_3R!~3SN#&9i%>}>1nTnFcDcy6sH2mdiZ0;4baqi`rmbjq
z2R#9A8uU^r(l+5o!Rpc#FHIH&gUoX(Q2kleU!jI`Y1Ch2DC_3HO&r0?l4}vkbIDpH
zAM;A#60q>Vmq8aUd|W7e5WaHBu?q#w+a)HCbwTN=9w6x%w=!^2SP0Nk;onr3e{2)y
z8OPuE?tEwa&d&MQ#c|H|dvVVBad9pob`mG1HgzEUY_dTDh<R9T1=G}SanR7{%4!C*
zqNr`UYHXT{fQofmD~&XSUuDz0wUm}E66+rue+)I6vT1AQDU+Z=qG|TL=d^5=?%vnu
zdwuuZeV@<wdAtYF!JcQ)aq)PH4||mXIa|(h4t29_GryLsZQ4AL%N`5coo<1krVV(L
zbAz}cwW%*ZuwnIfaj$sPam0B<tlOp>R+wmZca|yIdr&gd*_KFN1=E#~v|PF9NK36^
zTB5Os22wIO8bfWZD6zyE_Dh_UfvmliYZKEW!QH`c2U#=tOppnFAD~4e?#kpc41_(A
zC?}Xi3ZC0#c3sZHiJg@MP84<2<C3Ig5+3|#@CNv?o~w8-YDPM}qC1WBs9x5mbS|ea
z>P%V3x=c^fuQGX%bpZ4lO$RRHy}3xEneG;H?lcibg|fiP0$vpGC{)?`hw|UD8ZA)h
zq_L%Xr)of3Mdg}VGFB{C{<Hw<y0f%UkgKI^b#e);*^{nio>?Q=3@c&aSQXw?E%%@S
z8%_<XF`KWizqg;^9d@Uk;k72x#PBIGO^_$-Q<2wK7j>z)DK=<JtEk_eBsi56y{fEY
zcN6Re_>4*cN4q<0tn_K^?a-(l0!{)iacL42@;hd-UTVe#1JSB_wi_Y^Mb6L2)^O3C
z?jsO;jhisc=R`3bBx1TAHkGP9BtpF{ru$my=!DS;qXR~V1=#=n?1VUVutI1FQ^~&G
z-ade-)ezSEYsY$fR@E!@3N(m{LIK<tu-ZottO5MOA!hi6=HAu2zZYry{lB(v&FXQ+
zjO*s~siz(pRK3pnI#~*2CiZj>;2(F442}11KJuie;RoN$cMpAcy!qIkrlyX8&Q;08
z_*7f;VdLoM9~>U^3$9H6iJ@0;A=A)NOt0S!nZJC0d4auRdl4z98Gl&I{I?=Dn!z&7
zWt(3@K_|`LAPD&HmS;*-X7rFXp?NOR^Ii0ONeb2@j&b;C3*hnR9B`UHfEsm&sO^MS
zGz)o~y=_!2Pqgy%wo#GagQSISV5RB>Lq{z91+1fM=-P<Q7S~Y_Fv5=o8LD1-JNIVk
zcbNS95<MhIaouA90TRDLXLBppo1>Sb?ZyE)j?eNJ`3u6wQE;2QtI$j0-(mN2&$7>P
zud{F3g<$~?*!?Z8HNJ>{C|EBcu2Dg<hQGX%?kFXB5tx3?#@arS6u@`0B+0H(*Mw`z
z#g$<<?P8Hjb`e(>Oe?ONF2M!ae<_o474_e3vJ#0VkL68}I7@}es&%K6Sx<fXZuK*K
z*Gi4n2EvL$oUjpsL(ZUz8iJyv+TmN2(+F-58&wqM8wskpJ555E96AJo2aQ9G0G%Mn
z4EkK5rY-8{O+t&_<MB|@^{!|V4<7yL3m?9A{LRsyjn|Q&+U~}_M9-7yT_;aIo=UYc
zpI-UTAMgCAJTSmscy)b9j!i7JF8yUy&-=fb{&k}tJaQdqXd}3XhVRbUIsAoxFd<%|
zn&2g>5#I6uUeW6uLQ$L07!4lD1*#`448))H`I#}8+_*>`CEU#d;sM`AA^UFC63X1W
zR3Y9N#pu5FL=wg5+pBkNw=t@38@JWAmER`pXxyO+du{t|WmMK?8?TX@WFGy^=IF!2
zcsw|!?v53MMRk90Qhnb0qHoGG6?`3^WzNOU<KN=z!u5uK+85N1$sHWznT_7<-s92Z
zq#Rp}2_AxfwLFgqY*7FP3L^^OF3?3$D{BnWWQ}N}8jWj8JFQJ?744=ruPtgWZBO{4
zI$U>M(H#PWcWcI<rbDjZn}#4o?GI52k4P^`jAY8F3*}G|O`s_>jVfp!Ip_ffy|FKJ
zIK+&G@Tm|EUB*(*yU1h2%RJ$`_#AKJ^G*3H%*)6U)?{f*wJ=#)Disz=maGgTTdkHX
zbT4>UQp~wE{8)Hjn0+M-JTC2o-01J`$Nf-XP}!hKtE-tsaxmQp+`H&Y+hjS7X=x)<
zGFIM_Yrw+>NUVf;kQb9mB1>y9Z?Q^AN;`jzZR|$<*5OzGf${8fzwGW9jCjOY?4ie3
zf91@vM<3}+;;&tJ2lF4@!tR&0#LakMe>Af3(KBc7=Q|HT^h3)FoDB#SMG0opiniir
zjw-8-4_czK*92yX4Uw>70ZS1H#gd2WiAYpv#5x;}-pg5%Btg1@sBg1>MPX{x@GTtm
zQgq3_oWsqG`TR(S7uV6jS``N+mkAqQsW5IseNnN*2{pzS`1-0BRv{v?EM2NjgmErh
z3^U=V2!A6g7Q+;d0t@cYPe;Pl)xn;jzYt<}wpr&`!SQ1}Z+2Q#n=@)~Gb(e2L2+@r
zP?*bBfouRc$c-z=T&|oS9!{DxMIJUflST7s?rGceT-iKlR!kvhmQ4nkN_)T<vyIue
z87Bl`y?}|?=Nxv9JAcCcy#2H(RLn(#Ap{ZaZBV-iF1R*BM#$I69_JI}DRK&(B5w#+
zg!kITxZT$xt?@>DLxFIMvPO-BhoZ1d<T?V@Q;T-sj*ciRMv<sVgccayKv5|x=M*-o
zOeu`=N!ut7_j<myGfBrw!zn)BnSZ9nN2oHECJRve(hpR^0LLoDqipdJ$qz6YiW{80
zMUUIt2r@X>wF)}H?Y0gJjJSrxLO)eF=(~g`O9k*}aOav4d%=iP56D=v<9b^x<>_R;
z)G%{BU*33P{@yzWMu3nZ!-YMGI!$Rzh@UTZ@|nlX9cy<@Ke21?y4CluUBkm$esR(Q
z<^9`dhE-3j^Z~v#G?5<p#``z^42s?iyxhu8BR>kW2Uir`YFEJTq&kowa$AGj0;W6A
zl|z^S8W@CR*ujIcSV<>2kH-TuBsS_E0SU6e2=r%+y#tgcOS352wl!_rwr$(Ct!Yf#
zwr$(CZF}1G^y}IC{P&#q*1GrIRbN&{MMOnJMrGFeswy+0U9<KS>I8E0=!j2)O5gDS
zX$q`b3x$S$777zZSVe^#g<2y3C&MWT+!Pxwan7O_QHq+gt|_BbXHJ$b-l`ZW8I({O
zni?rwo;@3leJ^CwY7=H;UJ4Qcb83)1sbL2%ia*mCYVOyCMI${wJaowBmHFWp&1P!H
zt6q5pUvt#&=$(#+YqiY#*N<~;u4cMh4p(e4StBmj^kuR5;9X{78(^9JG+~>fFbO53
z2-nj2#oBonz(Qe>$f9)2Lcok&cu9vo5lUF4MOabMMi~fBfe2*=3uYy76&9PotM}}!
zFb<FB?e}f3>+P<0pPrl<@B(*-D)mSkGOwU4LpL_=@kGrBX{Cke81x3RQ{eRDiFO!0
zRzEkAr=tXK03l(&R(0a<tRq_M@w&@IksEjpGHql_{j6{dKogLiLl@qDI=MLpavIt3
za;zWWJ}O=MU(lankLBJOf70uy7B-prpzT`lJ10K3JtKe%4}RwqVgQanLOaCEK?6U0
z_KWLB;v&P%lX&)Z?`kynkav=+zCibL+`2vNoSr9d<Ol5R^559nKVVniuF>@6eNVr-
z8X*Nwvgf!}y_8f<bHsJ4X0PFpku7<iAqCO12L>1nq$tNx!@~-YM9aB-?u76~yaL`v
zy)~_(Wj^4%(sX91-hdn7jzRiBk|TQ&`GYw#+SxadadYx=&OOmX$RV=`^h8y>B##tN
z5G4siGNveRXe%M!&xN>4UBv6F7uDtmg1((T&}dQ(u|#^~jR7nJ*`Zu%93Tgx?KKRk
zjTNE6kL!m^trww8Dl~<vu;ZRqgdj5`gW%xj8yKfo$nLJGqqJ-|*zhRt9?2d@tyX0p
z&3;|=)Vbu<l&yXlwv^598BA=PRZn&fxnBP$FHZTwm(0t+U|_bD3hvTo1yQUIvcSSm
zCk}q0;{0+`HkNSfcmJu^`EbOy!|h~pj`9|z@q{gT%_ngEvRgL-$8)9rf}JPVExd`R
zdxi^d5=rI<A0?0CH2DF8TJWmreD3f|%>j5ocC*+2GKxUM5Rpy<G3H&|zu`|u-Y!5A
z3ep=$Au-xO0zfM99l_RhF}c;Eroi?+)P&My+mwn2OG`I}ovMHZ>cSbzE7TvYf&OP)
zYMsJLV>nQys9<ueUr8_Ig#MxG*#4n6mi19FQJhFogK(b}fqGJkosYO6Kf~#6ULIX0
zwH(;5JULr0wBeXOrF%?fo#Htx7;+f$o?aYm!gTgkUr_fdy_a2SX-BCK%gU0=&@T^)
z>T~$ELdSio`)@>Z$9ndAE=oR|W3NQ(6fnlZl1mMZJY*C5`l!rzup;o?sUEWKOG#7(
z>J{+92!|{a<g}{D1G65Z&d!L-Iyx#`Xw|BOa0*$qd1=~+2`=`P<|`X1ZNw`NEq-Pg
zU{sIihO3ldZ-cCmj5mXq(}lB1`U!FX6jUk7*?!ON#s=xb6R~q`?QdtQ>>%VVUqigh
z!~CsZnwJY8QP0u4z?r29wMmmz&r-xG0E7f9j;@qM?|<jy$~iZ|`*Y<_m0Urb?#%1`
z!H;8HoNL*)t*lpm{7usrTSl*D-E2E+*dW4B@UyYL>>#)3hY_YfiBCcuT?g-Yk8r=<
z6}WnE^#4F*dV@a#u=H`;eF!^5@#5*qGAV1*&WdS8UzL=hHAihdJI^MbV^T~y<3P@!
zp~*xXBVUm%4J|5l$X@7TznzUbU7ai*#f6{cw_VUyT$AizY0_AuRR6F=?cDe^Ez5Bv
z4i0s!cmL`<E!CFVnEb4m%{xS@Rpcp^MGoQGA+&qqQh1uwk&}elOMv4G7eW$ZRUlh7
zQFU5#mf|8>liToP*ytX=S-(^vW`vSz-D=$=YR=M099D@L-Ktc|Bay8)ovk;~ZYVDS
z&jnu$^fvfsu-J%)`Kmq!?-1>CUN_W&fjYNG-By4o&pqzCQ`jHmAwhdsB_4YzV~!c!
z#+Iff&JVZ*fX@2?7AaUJNFsc)S!qLtx_Esg%Hfqj&=6t5BpajSky&(~7SB*s^G>~F
zoWffT40!)x8llP%e#`}6L=*zv)9qyK$lSP5Yh#vrL<SLJZY0|++Jo4TVLlj8vdGam
zeF6n~D7xOX3~2ZAn(26I@d!RVeqhFI=2=8%f(onUM*`ya@vRydtn8C|eZyTsFK3lg
zso<X+A&xkZripoC7{UyULQF5@Jg^dq1LZJ2+{I(9w`e|M$8%%-8>bGlF8k-umej7`
zA)tqMQ}bvR-_Ziu4p%pE=EIWgpJJxQ*!(*DbCcMta%&$!gF`brHTuh2AW(7P0{}_J
z@hn%EG41o6y^zH<V6+~rIMpTDZ>;%k2@ZCD*~5Mj??=PpoNnVtzG7}tGKM@};$-2B
z!3B5GeYbHzs~`T{i1%<~?^!{pY!81a!coAogyW<@^k9J3QqP(?^lb?c&$IN^51z+6
zH*W)apo^=N2j>+ZbG&38Z0koLclX5Nfe?K2^`pXjfmgtyty@kEAq3&`;LX#Oj(FqO
z^$L)GjBly(pgx;e?i9j?@y%RfrSV2Dfv#GpPddK=el9ySz}2pFFCZMt5;ICfT1m!7
z9GALkQ9OR}ypA!NWgs9(x8m3_y<yKrfRClM<7W`^LQj+gjFo9+9iGXu?(d!+mRu6=
z2H#DM%-24;uluX9JWj3f49Vg8(KNoz9PBM8d$*I8FH1RRyl!QmCMJ(#rw9FqwXmEj
z3{zEmJLIX0-HVTmX!~UYXh+gv>cyF>3@+!l-lxX$-(CHA{9?Ihh;NH?MrQC2$<bBP
zPd@j;C#~5Kmz=z*&TY~FZ^}HxB{c$5MQ1~ptgOZ`*sb;E$dCx(mJrWNHmwD})QK1X
zqt3w;+{**Alwpk;Vf2O6rHa!J#F;dxAA~S9gd!^3quh_KdL~w(qPR@FiG1jWa~&3H
zk>p9whY(9^--Z1&LBrulfQr&2fo?RFf&rYAEXvoGXD#=8t2Q?3&_EWuJdiW%i@_l+
zl2)p%Q&tRBCO9Dmo370VZVP`2F^W{*3?36xho>~MM1c5+0JRbNn<$WwCZ#GHDlSR?
zm=Dz;GL1@QanH~q-rzr|VC)8rvfJ)|-oKSrgKdH|Us*p-b?(#hi_~t3YXu^E!o0*N
zAR#d=_Gi;_v2y2aNMy*Gs5E6|l#UcBNIRRPX2rljIb15;Q8lOxu42G_WIMt7o<}v!
zW})EQ+Al7;;oDZdzS<ncG+97Bo-a#iF-}UcL1;3UOe33kpqY$8g_^`Zoz5AyGI$#~
z6}9mbWmU}@7&zDjZ~M>TOl&E7JK*=CN_2UY_l89oWbh4oB8Xp~sU0vI_3)KKv#@LP
zi>bbauX8Np+t1`I7NGA}?wwqB?lbqDGZ{2To9pK7%o3HG=p(L>&5{bnbF-J`I>bMO
z3B#oJJ#O6$GeQZM^mZAWt<X%NB7%wpH!SmXcj-_dge&_^_eArmYSn!}>xEu<F(sXo
z;eTQ7GcqDRDJpQskOaTnrYRFE@$9+g^?2oySwF;zdr{6u>|uyc06pA6wea(IV#Ca#
z$HWDrS9GM;wZrtKlY|Hc76s38DdJkW2o8(GWqtTu-YB-DBZPboCuIEzMQ0=nar=3u
zU&6Mu+C`SJNW!$FAsriilLkKH>-2Ry^TucO;W$0-WzEHgk4Kuo=h@8eSvYrJX|>)=
z8I1>j30W@&XYBzR4sk;={CFz|8rjyrh5+G-IE~`~_UtYyMr`IR>?*n>q!5ZPJ(1@S
z0mv7wfxjI*oRMPh%v{}qf`@6RXFY$Z8ez+}qi@~7>Ib+UH#s)xMga4i1p-G0C9E%t
zhVyEo&3}rlY#+cTu-Jlj*z!vmi61SIA97au1k<o`D6n;iJ=TDv+UfSJBqK_b#{5OJ
zje7D8XfKe(e<Z{)GwCd%wDtQhDg1P#=%sb$Ex|O=#X%%|Yl9y=CsNKWxF;<*N_|6&
z1O6z(-qy}~xh+ktccBDmfo+0_*I4z2)l)Q1^94r6b6qWiespAHy{EUE{Ey%O&W#z%
z9Tvp`euPJTJ#X?Yz{XJw7OJeYLNJx{TGW_>H*?`jgmVR?M|!ZDYbt{ysU^kJiNxWk
z)~fgD5+glJ>t}NvGA2%q#gvEk?&9lHgP%Mdf0RVQy)SJJ0Rp!#dy54RgQ~`47;9<z
z;B&kARRPY4WHuljgg+5hV3ym^szdIOkzc({_PK_uHH~(7TevVKN<6`ki7|Ks*eG8=
zgo*BZIj;a?m69~>Hl=cEVa9a#UqW)Mq~jX)8vND?9IMLi>jaWW1j@rs+^z|sn5~%i
zJSsqEdR{F3W&kz_T}P&(LSR`zF|X?>W?#564EGbsWf?dO$V1$V0%if9EJ`chWzwi@
z?NAk}>}**K&e&=6IadhW+8z>65MlOrQ>v4t9L#VIXWUFP+wU#+m$q5NYIhBnAjf8%
z1|W;p!JSlTQgAbw?WOuF)5DLWY^_2?+gZi?V<xc0h;EF}Iwcoj?|$ixfsb6^kq2pu
zEhyS|16ppNTW(-j+ALIR3D=M2H<@0l6HN3IEDsMn;~ND6E_-gj{sf!Z<nWH+s2eB1
zs8T<w?fimHXo24fSO9MTy)Dy(b$1n5{oOr!)7-^K7r^fc)u4zIJ;Gp3AD8Gg4_VgI
zBgW_@&N&xF8`6090|Gg=*Bgd@3ayw<N6s6DEkL$tAAnocx8W&G?s~kiJ?Vt8ed7^=
z$87DgQ^`Ud&-?bO=gG8z=yp{5Yct{l-si#?{TD=uy*3u;7FCGP)?iG6;ogpZkq9CX
z6cr>@9ysD`5Q%%h7k#AufE!Q(eX^6xd?UDxG&!g#x;EO^7A;81#vP>X1X*ioVJiSL
zX7^;faek@|aDMV{JY#sli9gWx(7@V|wJQw6oBir(SoGvxEKsqXC`Arn*RvZnVL+L&
z4VTO^gTQ7^PRLbPMy&m7op9xlFCf1i0bLXls>QR<ZgGA|?_P(@r3`vj%Fam8QJrw=
zvd(zbMC6;fmm%Ll9tFOlz7{&pbB~B!7q`gxu)K8*KF+$F!TE}<tNz)T(^V<=T*7WC
z-%e~K^wF`TyYpE4-2xWA&5n^mlyyh#A<ApoWOBs8NVb){lQ1Ahk;7agS`+?-GN9Qg
z#p)&F#Mh&S^gZEWSgBD>l1zHf+`ReH++CNq7+VQc==Y^ehS+O!@x_l3=U@xMkU?$8
z?ztB7yb?dGeEmc6AThQrSd%L--tUZK2j=N%(Lx75iw~;LqxkMvCYN(_)_wsDQb!F_
z%e3%ONd>BLDyy(gDzDr3l^?zd^QNQCl^xa_wHa0=;$|F%Yr{B?G*1?axKDuCu}i-Y
z6L8nDPbf=hMW+aBEDte`SYRFM_-dB)L=6c8#@eB`qhl3UB<|!Lf^~_!lC(>BXf8J1
zbIvIhi*eVoX6jHoR$u7avu$D7x(}07*lrzd4LR5acpp4YQt25j>gs9$7zT83Q`c;c
z9Cv}*bK|XNLT#6;!fY~<iU44@DRN}lyO7=5ysn=;nFa&^dNKixZU}F~j4!xfYZ5cU
z@0gjGczF10sS`k7jL<ku#8ztW8RyC%-Jv=mFw(tTKLWZ3#E%$dhI=qnqR2s&o69Sd
z>H@n6)HdUD$?<cdOln9L0JkX?D<KdfCLJ-OI}Fon5TN@u_Npb}v8jq(VHaMe0XiP1
z)hu6a|LnF~WzDv}z&gdX{@AdGXW1;XHj|cAFPrWZJiJMRPyWNaCSXyY(n7tR^<s4}
zQ^GhDXueUXw3Llc$80+pb3WLdl$!jiY<~R;yd{a2WD3tt4VhS+(7Af2hPeuTTobR1
zkJ!%~KtF{q%>*Hm5mgTu<)$7ipoJEmKPTAdH_W%)%fb9Xg%INU5@SyZAuKJ!7$oj0
z2rk(RL5ftE#K4})G`fN}f$2!;Br!%D!9pK(Kp2RD(?2Sxj?k9^B@GWd7{LOxAXN69
zspmisG#Z5W#8GEs(X}x)_^ODLCA_I;BLkge-Sgw#hzawy3ByJ~YyS5-CQRgPp7WtT
z9)=`zn>FK)nzFM);!Z_j1P;Ry3nz?mYbguEM%ghKk_hLp<ulB!JcIV_$5b203$LcT
z(NgMIlV6r2-s56j63`eWk#oRNmP;}u(mX7s2qfOezD)-QU6Ub!A5P#v&y)F~^w@74
zY(L(Fn8MBPsW&p8Z!4LDaH<%&csA$X4Y=jGc`t5BxDO0Mq8we5N;C_KH4AD-W_C-<
z*8MTD)QtGc7;+bj6J8q6mOIZ>z0+)I0HU6M0*}Z>v`#h-6mwa(D+L2T7_BNKJ78*m
z&Bg3>I>OV!tX#j4!qMDc@WxmrqBaNjFUwO$`dh<VrGkz}g{TFvRB~4XuK3;?u|IrS
zt65oZETbNiSj2m(=MzVGYM?x_imZ92sTzB+=#V)WYSe8AM<*_qVWCef8;52QNF)^1
zDLmA<4w+ue_`sNR>i78p38COqWEyTo+Cr=93q<Cj&+-lVpr|(t;n1U~0}<a%cg1I-
zVC{K%xL+MTb}hPf-{S<?#_)ke_H%|GP8>d84E&Nz<5p(5$&^N&QkGLuE0=bO&Y1K#
zuz==EzuK=mULD_!WaWeJ|2+rR%?W8E=J0dCS_sFpw?p)*MLa3@65kgkIb?~(`-g8S
z=ZKe60^Be6kp6h)d<XPn%v*~ghdXB3?BS9<>@WOXwM0zsl6PX}P=7Q3TRTQg>g8gG
z=#l9&SrC7RoJd)@6|2i$hl>Zoi%e#AAdzWrFKd_t#@v=U9bV;koF=z-DNFc9n8u5z
z6t)lDoR#yf?_kM*1#YoBm0wbZs(|~Cps^X6Y?>8BBJ#>>9kP6#xD@4%a4-W%X{twK
zWuZbzJm-;@p2|u`7n}<}c{r=bz53|0!&MWKZiO6OT5{2-L?tef$$5D>+|a+iKj|)6
z?{PFo<ZNb4c=8-`mdec`LYtvB7BZt~YKXNP(3JygTB|jOCWl86>J0LhIl6PR^5B$D
zs-7;5YX%il8U|JKYx~X;!K$KJKDxX?99E)Ub832LiO)9^262K!is?1l7J%2X2H}sa
zpubkcf`}5sdux~DyknMi@kc)i8>)J_aet>F8t57|jal9A;)mQXT}CQe><s2lSVlaA
zp3RLfS(369izyNL5hP110c6BKe#?Cvhr>2=`_*$tk-H{h_T>iU^kZwpS9`k$JGp&I
zXvZ?TU9=yU2}^wXjI7vVou{)UErV90z5gtY;8VYcPR%wt^5|3eg!Hmhtl*kv9l31i
zhc0bO#lVjYvlA2wln9T(QX{mkE@u7HcWTWBZ)bqa*raSwy=jQz2$|=&Jbr34^s@W{
zJ}I|{+NAu{FMtHpQykI-$OMxx-08S&($ymJ;y}O;6xd;9fBAU+7k+$id~t@4^urP0
zc+`=$#XK^4Ub0G%VKq@8xs+0T4-RoOsCbfJ<v-~1koGEFLF(7z%?HinGQ-=ZB6sA=
zbUBlUgbl~z#;H@T|IiQ%BWi+ZV#f?#)Nx<SEd)w2VvL48Uxnev0ut^d4$IwyghGP2
zrLwr1ADD~wD@5|as!btgSmUo~?%*PeKcPS<K?JgZgbmY%wGsn%5KG_{{xUX=W&dSN
zFAf*pWf?-NEKTYjT>d*CM#MrY>FRJ31{<1c0ZE})eH#8;RPu*2_Ls&_RlV7i2bQji
z91*ZOwY{=DC)l4#C0LxA03*TEAfOUSm*<gN_QJ|4(J~?+D$Oz?0p-}Bzv#j8+l(!_
zsZLy<73aMDGuhFi)-PEb#KLc_fGi<KX{jMog1CUFDi`oDz5^Ra776~YY|o`FyC`oj
zW>pSW6iHHbz-1HYt$+?d_#N9Ukth_&XSu~yjsosn)`&b#9Gj(!H&Ew*cW@@6li4z{
z18Eex|7!A5aExdUfIaqw+-pMvf%sZ@Uk5>+dq?M^$y+AQDs^>s96CXsx^_F>)_{fu
zH<;bU;Z=$pqJ@`oB1*?Pg9rEOX;f$2&l@n^RsUhh#7+lFFi-kpE|2Q{gMHc@|B@~>
z1HsIdQe0~zZW)>}mYkC+&Z#P0woyIzxq;pF2A>t?hiknt=6M)28iQ;TBT?VA4UqP%
z4o+tJ4SV*<2pu?m@rO0MfOd=uF_bLvT@(o?Kn69HRuusTa6};?4DG1MVNP%VFz!h?
z)~Dnf{~OWU;6uo+8R_(^8`HYkIuVX*PxLlJm&q4(Z%Ab4bTBD^Yl_fm@;fr0P2j9g
zUIP|cgs(H~!xs#HoJdA%j>(Tz64xl3T5PWw%idgrE*O&OKyHO6OYp%OIjf{9kIJ+0
zsP2HH;R`0QYK^1M6~T)?-*a(!^D8&7P@riVyZn`Qg)i9>bH<dYmj({6!`*=8xCLEH
zTi`+PF$D$8Hj{G?x*(l0rPwccpiqT<KqW|PJGs@XZ50Fn!8lun3go+KPc=bDr$H@%
z4Z0vpg^*bW9D;cVbm;YJb?m#Tvu?A`P>;{$Ap~xXQawe)C;+Bl@jlaw0@ccah41}l
zaHAtc;~{_An~x&zvAe|}8zC`*%h>30Iy_B}XF-qXz1|Ca4lbnV{k)xbBTK8e?)G>D
zhgYllI9>UEOu)kPdfv}T&*^!7ui4S?%Qt!#a0-7#s7)@EbS{iyaT)BbOlK>(nVK{p
zPwS$^E21xtu&<Sh3uOm(?Ao5Q3Uot-$+soENadXxTW9|Y>8--mcJ%u|58Vj<jh#bG
zEscm)jF5|rj+VHAMxY%Z&qR~IwTfT|SZ4}h$hGL1FmA`!>F=M)W+d%dXTcf+GjIiA
zs}o41BS{5r@2;eW0Z6!vlDagq7LRhbrq6`diPZ`CAr%uwV=7ED405+=9d}{_Tksa|
z0aDOJeDxy-dB?HVu5eD=)4DLzhxRl6py=T_=sx=XY$cHDLub#wjEhT=Y7txxu6`I|
z96~zhx3hocT^FK*f2*WunXx-5g;Iw_$?`}o@IFF6SDr^FS<XuGOwgp2sb^oOWw)j2
z<d?Gf3MZ#62#N`7CrYu}Kqyqio~S!fC&m>N9gMHG?GL5`LW7|Nt=8PNUq)H3?vjQX
zh!`26kMIJG@pG@X1iY!Wr1cJ2GgRaYusVIrg}Ip~{CTA~r$7p{IoT!2CxE}CJ9mdA
z!4G1|*ri=Tqy;E>X=B?p10j*b?VxcmUy&2|(mdW@kML-__*fQGo)gDqhSa3nHw~4a
zhUap}p1J}e<aq8o6(&p#rOzJpW_sN3n&eu1y7!x(*{*SEMsL~UsoO-3)p^dFs+f29
zP;shpUY@3UsPS$%0Vfu(j!~ollLHcid2Ni=a`2VY?4@3gj}hpIfDDWWSi*oKAh6~L
zSo4K?-`V<$^f!C_32e^$A<zKo2=NXt>X|T~9WA#k_H1Z20gU-Q?3#}HY-|GXn?ci~
z_@R`{@q--D#SLKIE`2;?jpg~`HpAICHsr8AD?WQJylQf$-WvAm7HMrnnLk9`Nt@&<
z*33R#JXpPnAAh+@av$@d@g}vC)4r=69^Lr9(!Qg&OmRlPo1F}WC9KvZWF8PVJ9#+h
zdXH@t*-@CB%%?PMm16<T;Zk=PT_PAQd3OD3wxHzkZ&rXk6)15LE71X+XSOh;DM`{5
z(5WH(m3OsFD2ga<@*Q!6(|omb{Exben$Ju^;YOe^@w><Vh{wm^pSR~vZ}{Y#c^`Qn
z1#ew11z+Az!Ly<}s=AaWwFEx8oUkr`su!zQ&sWtp<EP7+OFC@T?{qCh_dmDk$Y&=)
z!rNDV2jySYF+!>=!qOI?`hQeO(-wJlWy=%xp^Ju&R*$38gI=IZ_e1Xbk$nOENyCfH
ze->GDnv0lwF3?sc6f3~GfCaZ8p}o#n-PWXJ3*|{j2|abtu`&-kRj79B)R;m`%(j->
zHim+_a;%GlR4p`bZW5!%IwuIXlSxa%M@6_Yw~4ikQWm5RggLri($?})M^tdHXcb#r
zZ$1(*k)h1@Ir7rVc>@;qQNo+3(fM9m{5<<|n{)X!`MDXUrMJP6I(bB#7k%1c_A(sw
zjBl1ccA<!>E7aq2@R9b48E}Xt?2#pEg1Y;i@GA(ZDh{`R%vyoHNg23bStCcXTQtQg
ziZ%|j5Hl!jFcLx`M*wj-H!LL^0;yzpzejYgOd8kZ2WIn=COFMBrTY><$dIK!@g~~w
z##f$V+3N;vnCmBxQ1Qfp-SZpVn>wCsuBUxbqkOQ%FA}SdP&CPlkAPtLc@CLjm;&Vw
zbW#VOV$R0e+17zrNHe-&HiuXo6r5$mo`XA15_B4WfpYAr2stzA3GJMfs;Edk@*tvO
z5L%ac@a}dLzg~zD23_gE0$h9U-7<6%a)!N119Vd9bS2V>R3y?tkNfyD){$^JKFJ{$
zvI80FtBl<7cunLg(blY^-_k9+1P8MCJ9!SGkehif`MR8C6$4INvC9OUt!`h)6)lyc
zrmn(A=6XFyADcQ8M^jx6JzS}CFca_!SA!dNcC}S18H7XN$t~Mf1f3>E%yO5Uf7XZr
z*%v3SHX<%^<mrH`QE|G|S;|w=g-#<ulem55$L_%x@@`fAuv_L0TRuVu#lgo~*>{g<
z7%t-{Y~A}|y*78JRRD7jqxgykXmK7g%lcATtLxIK>4m05fiX(MX;@*I7YGOu54(fh
z&<fqwWj)1k0xahCb&67H)i$jydN;C3X?G5S#Wv;IHQcHXw@L?WKQlNhPK*IZq3qZ(
z6(Y!&!B}{Ol_E(JhU+Z@a7L_~H%J+k3j|op)~sP9WZI&ETgeHt@@JwqDyh}5^K5?v
zwqs&IdUN<nd(xgid3}QVI#jaiW>k6%u4AW8GpW<kfzSn}ubE!Wq)n{#tg7j#F{w3N
zul?dSX1fr3hg%KVqxVY9h?KQV2pc=h>mEqTg&;gX@dlKex9eGZe}~CAG(_aUkQ$1B
z^jc@T<TJ$`!ybcj<WR3|SsQ4YTR#{YxhxT?F_vAdc2G<3C*;dzGSk3;DFuRdlFv4o
zRz2o->L*c&$&oot&+{)#b3Yl?|FDjPc^Y?QMMlxi7r|<Q>oKBSng<w&%_#rLg{yYb
zIwec2O2U@>Qwl7Wu6ReLC+B$HNqZ1+SOgt;WQZaT`9wbnxuwy4XxG2Rj2gXRxJn{|
zsmdp!$p@5_3F4UU>Z}`kLkpSBf?d<ndX>YA3pOgw6Sd9piB<o{T5eP5!S`EkRvJm0
zLqe`XMZV)kYxz)+fPSVtNe*Xz%jnWb=TFlL20+Dg(~7N<t>#eOn$+%HsA6tGE6;j)
zW@(CxTg*LYByJJju$tOz<4#aFr1qdJW4g}d>*Qylvw@qcUlj~M$S~dI?)1FCOcyY0
zL?6WLs9E#HNJ?X8+XZQ9-2nRz7*B{)y$gYs#pyqnd6RieJFtjA(g#49be~c8UF<(x
z&{{x5Lp6MLh$INFYSeCGW!Ut1@Xzk#M~S(FN7sb2SZ_Vi^7K{9%+_T9GV~~2v{cre
z#xC20G3W>mNDkX=#t+%>*z-e6!dzsb_FaA%|ANQn2wj2P=V&c6XlFS3dhYXL5}Z(B
zUvQ|;R+p3OuvG{j53~v_M<~D3zyyQ{i_09BExM1{>UotaW_UY*HtTsD;yE*yqtBA<
ze%LL>(bM^(rMFW@re;$UM8eUVrS5Y-%GUf?MS())cKvqdZ?RR=x3%-NcXFPAo2sd`
zQ+FMN%TQ<t8?pI^tz+6HTcTI7B=|@%I+BI@C>DqWM0sD=zZA$e$Q9Mn7|Icug*%8H
z4;K1R7i829#lK}peUJq_OaqMj)L1G7t-Q)~WS|=VQjJe1XP*bqP>7*D#wR~!=3xCC
zrKCNJeXkATED9Pw6f%?-+rJ7iH^oUl+}(x%&=wPJle><C%|(EX_D0Vcs$TK8@9OI*
za}<&!<!jwn5*<yfbgOgOTxtqhp(!wIa5Xlb)jkaJAZR80qL@LVNr>XY-q}mrY1^vy
zhvp_%!Y?6A81UeL0{^*PU*#6DsPg3Tp?pj21HTKxu!CNacdm+~Hw`py|0LtNx`;V9
z3L~EHBo;#uPWD@MGR!lQEG~>g#pnPj6IoH4CB20}k%SavNghY>cWy%kktBLNi&0=w
zhc<d-EVhJPjkU6sM#0HwVJ?z1*qR`Xa>4U!{CxeqCV#>h5shflA(e_XbqWTP^f0C?
zwS&6bFq?I{wW$iPp|sM*qLQ+T@T#_VR+OBx^!^+i7p;h1QKI2)s$gvm`S9R)xl8>a
z*pIxp6tNBSiXN-`#8DZd4k-<})^F2C8&$i9gHQ7$Goa;!f=$NcQAkKQ<Zh#4Ys(O+
zbGk?2P?&ZtFcY8h0AVWhRCE=;xqE@jA)HHiW?G^;0`<<f3GCTk-V;n?y;mF0IV{D|
z4Z%AY@rZtgF3t_EZ^O-O;whRnFyxzqlUMLBYa3;YB1}Fe8(~g6xhGZ0KFjM{oIJ3!
zlfN7bgdamV`>yMguFdJBpIQ^pZlJfOkO|=OASgl!;As)WbRf|rP>V%A_6m<Q2`X8a
z)3qXLinR`s4C1*L20W+7Z_p~Ae}9N7jTXIdtR9m49QRnOX??#g!Z@CbV$<MUOiDBk
zuOGxBj<Y4^OvdN`y{_F!8Zno*mMI_}QiaZ_Z*GlG12tItRJ#ty>W*F?;);b0ayrig
zBeg%6f@zaQh;<jw3NJMa2EhuWv0|ti2dW{TTlby(!!^YqVd_4|NjQ$1d*}Icr=~nM
ze$<l?d*;?#fMA<XFiVU)Jh}k%0T3z|b!P*Ih15i{Zq@yx#6b@}{oa8OFsmMx3n1%h
zd(!uvSzH8wj~`FuX8Fl)l}zqWky5~-e?wboY=o&J3R=B8J-7+Btw6IMX6`u<!(MXY
znf}~bAHfUjI)!xsvS|CkmuzF~_<3B_OgUZFrjvbr{6-fZ562ws*KXP{;@8<!2K2k5
zpu=6)wi>C=rcez}8&$;Ol-|Rz7~IQg&E->>p8_ELI(Q^yHx;gEihA<+pkSCAfE*Au
z6gKad9<4mS!RMc0(T(8mF9cxLMn{lwMh!3%aHzX(-h?7gY>4oXwx48!g1l~EFIBBL
zLE0ytuY6w&D<kV})dyTx&GmIPPCF<)B(DMoyq%+5Ld4KNxz30Sg^New96$xal7vMR
z8D*OLSd3uj;?mP<7>zC#HgO$dn3Fk%KjJ;2K2?q%FZyTgO4-ubRvYHmCNtLDQYS8u
zT8L?->`a#H&xP2ALN<kNBcxsYMGk2rI<jjz>OKO0m@GuRKY1vubg5H&Dj;mGo{6`4
zI-e4=1QmOa1dt`+f%y_o!q>?ZPcIFLKEdZb_J?42Mt=tyl>D<*_nA*eOM1wjq+(1t
z49Qr#yCfSlB_2*LF+iQ7uR)tJmZ%Qq34;R#1_YyC?+#;)j5;pf+4>8g2j>XkSaK7n
zW$-f&+Ht`;*$>@K@Cm~-$pdedYf6%g(TZG(0tI>oD{ATcd)Ry~7TuMjxH=pcN(bE0
zJd~#!Bz)d>>@({wHBw6ct*1XkMc{<|Deoy#*Qj+ko|K=*tw6Ede&Xu0B=V1QVI4Cb
zE*7jt;T9z@y(KaC&s#J`sMe=39I;)&p2*_f9qr@9MSiTo^8}MnYse2q6zE+=b_g8W
zZGDtl3VVDyB19$z21Ghy9wNk;0IS(PRrVlb2ugfq;q+pwc0Zq#g{i|SEsJ2h@&ZR5
zg-M&LG_48>BD#ya995Pg_D<A0*ho0hRq~p0K!NS|Qzl>g!C`7(YmAqbtz8m*sUhE=
z88n&#XoTJ4Pzt)?OTwi3rLXeL!us2`8?NpCY<9h7pA6HLikQYTC1F=#94&?RTBQko
z_>n8&m{_?m&-*pX@<E(=gh_k`_yNz=x@F4HpcRs(z?u?QOIOVuFS09LX}hX8S6WlL
zp&B5CZOsYudA%sgI(5;SBdZ6?CBI9CPkx_>re@kRT(zF)OdOwsPB8XxF_KHXS|e%!
z%3>{2Y6^ML{-pgW%U#0I+1}Bp#V3rz4}QjAs%KH-Gs|v1J;$?&?2|u@;bc1FiIYQ0
zR$=9?qQkP?R9&_b8M7D@iKUti1$HXW7;CDcX%-cGR+!T-2YJwEb~doza7^KYI}=t?
zs5HdkB73fJrt!4&P<f1}Pc}R8VnP6r>9?h<0yozSm5F9ti2_|On1-4b?uf{do?^@a
zU#MvegA;$|TtZY%5|oFLOq(X!&kV~SP!7*z{mVezo=mZRunaO<DWYh;mYhUbfw3u{
zxR_%X5B$A0nAK01ab10~pp;)UHQbNQpE}fmw}w11Mw+l3s02V_h~?p@WD)wqx$NR;
z??AF7SPgf0cdvkq%icWa<1Y<u0co=DB}WHHoJ4soMev1u{=Yvfje)xwCM1<b&{?zO
z<KS18SOO`cB!LD7aHe_7^P-m*yfM)Wr7jw6nd|_kFlv=D1u;s^HkrJ^#y)S94q#*g
z3Ak+Yv%|=dGs4#xW-`u?VG~$$YJASp-{8l$Bq$bkI-x~o4q00aD1ni0n%vodRl~6Z
zF9LsK?3b+57}jZS`0DmtFKP7p$bk~(0!>C^)5pvte&x`A*hv``4>fA{r3&lFhf^pD
zI!_2wF=s-wNEp;ZFvvO^*2eiz6N|UHF>J|8h_@F&OUQAKjwnUPl3{bsLCUeZ1{!-s
zhWp5gfyu+q-z@E{i0~{4raVnR9uFr4Zu1A(rD|Pg_-?(Gw7YoOH-dU1#X7x?AM?%H
znQ5Jc>ZyEMXiF2bT^G=aCbnKEE%_V8{JFx~(EeT%W(hpVWJ)pq#U`Js@bzgkgTBmO
zR}ET@qCF0l)utR}v_tNkTv|@;E@-qNY_hyHOk*Fm>TGJ{#m>w}kC*ntv}x^)=8x)I
zvroscC{2{otD<{2SD$ZZ#57CQX<VG&5?r%`7W&e<XaVmg_5u8!P`|E+G?zZN(ls-@
zRLIipF{Ed3P9Iahv?b}MlP4e@#K|CwOf*OVJEbs{N9K<^)C8sl*MxzolT{+3gQ?zT
zCGtL}9>#FdF+tt>I2#L>IB0n^jR0#{I9BS4wN*ss4cnG6No^6WXU+QJ226XVEXlLS
z_JP|yd)Nzb87a-JvK4F=)|`4!Vs?EgrM*523vJQ*s&4g6ins845#>bX3CqRuXBnlM
zsDX`a*H~nj`Eua}5-}O}XiV9&H+!1Q(xv{|dqOPP6=#)wF&mk~k3G&yVJGsGkgQso
zdf3=rP=8|+DtVEma%y--gWA*-J?Xr}qUzkyd_sb-Q%iI%oU_gcv$Jdzd}LxQDXVV8
za?!a{uOB#4;5_PumZi<d9fB;S#n-!rdz|tOAGI64vm+TtwjTBHkC7u?SF+8Z6=$ri
zOC+M>G}aK0gsL8_jF*T}&avoL(i{6=-5Vs=FV*k)Mp4yUK^PZsw_~uUb1=3dnhl7X
z>D``5ffbV~m_Wb{$i2N~wkd_bB`lFfTO@CLDXRN~Eb1p&=fknBguW6)LM0Rn>pAjx
zX2<rM#Z3+P_j}H&msd&asl2Z@F-ER2_(tH7ye`5n2V-uzCXsFe15?Ey{J}u9HVc1U
zfzbpJA4MUo5jKmc_^UMOEb>{XG?5U30;$j&QoVe~?(0BGI)!>9P^Q>=5-YeP(osQm
z@Vp}C*RUAje9rbVo9;4t-@NwDIYzofm37jjl;JfWU-Sx4L_FO<;?}ubqpoQV_Rze^
z+1y_u^^Emkf#0fxwOxI{h;l2hqh|r1<S@sU7tJExbfk5QHW^1~ECc!gfTLG%D*x46
z0au%Nte`Vdx~p@Q*@)t~2oTAfB1VJ7V@Y_fy3va*T4Oo?<G$P`9eA?fxU6rQa0@3g
zc!piqVB-A8TR(b_t566*R*$<#T>#Jw^q={|J5P}q<?)3z_e{YA-s1YkfV)im?m1Es
zn(b;DEFuQ&>9Mvfvtux}@+kktouaPifNbaXTW}6^ulv5osf`sN`YNQK9t4bx^>n)y
zVCr`w!@hH+Ig^MQt{WnCPd9sNINj_-6PX>aFZ1^SIQFWQQM&a2qlspORHGml%xki<
zVeHXt0fsjU1iy=W4`+42T`;yxN;6iryg!3d#iz->Aala+BrZXXtMEl4D8kaW;Et7X
zPvVew2|UBE`Z~5i1H*$-3Qy>oLUN&9taINeQ@SXuF*ZM~P_*CR@921h00BH3YB8&M
z1TNDh{2uDb_{@#8ha%m4U$Nb`dsC$|7f#v0q$S+&P2;m1@sqWqCZ-i@e`7O5rNY1L
zKwUsb7s{f`rOUm=fJcMK71E~Cz0~AV6~hDbNpB0qg!?iH`zH`5ls&mJEvL2T%)cx9
z1Z|H*8u;SJ+OT!(`71M)A-@}Q1vY|9SFWZ0+J=`NK-bB8aezX1b>C=3QptGDCkOjT
zqyeEzyH&bpVq&t!W%-(ro;0H@wkak+X2=3Guv$q^$hk9^3?UnkewmktqAHUNmw1I9
zqBuLrRZRHoU2K_N8a_t*VF@iS@#CG%yWoULd99s2MLQVzP3-i>;G<_8mM18gj%KkY
zoC&vJHui&&vf9Z(XF56jNKkh%$r?QROk^dz#$(>%?2Ig$)QC9j`$?ZSq35>iF6z?i
zjk7*JoxVl+sCpPj_YT?+(2;!`duMj^;H#M=lQaT$v|X-VEgO&XYb#sXt8b!agK2CN
z&Lm&84{B`#%;gc^xCUI#B79-=ZB@c`p4B49@Z5T#Fw|yWL93eE&-ES{7s*(pBjO9Q
zBfxi@cRxe5p3y(-l!V*pq*9CBJAD9nlYYcrqarV4M9iIg5bqd+cOq561d(6Sj+~H=
zN*lG1=1m)+ottJ<ail)^q*X6Xi@GxF#H7C+(jY9zz{9#Jg0&r*tJi?mssS^Q0QX*F
zGWFGKlG9j>x<OV7F*7Z&CJCc<uTrKVYCV)DHx$(&LtNNuSWyth^h5WSY=WfF*TDL`
zU%N;C9UDnMkCm(!{P*a-d&zdEyVzU0e(qMc({Ua=^gX}RSJ(X6Y|L;1{=D;M3mwnA
zwBH>uG^`ZzG8kOVT-=4q>)U*eSr=u7z0&horIv|U)?yd;`S)ALkoK?CN56^lE0`}%
zb0EU2K4D4&3c&`_bpnst#1cQTC(Ud=gJ7(fp6xTJdPrb_2)_PL@aE88pzm0|DH0ug
z={uX|KmV|&L-j-@C;OEXT@~+{NyCis*QL+q+<2`9c&GEDFQOfRMiEHs@?#w+iziDW
z)LB?$YwyAd2*V4b&pyWxE>=QD&a0fQFN?Hmc48&KRBxL2K!$+|G$DCn6m>_oyMyEf
z9+OR)yX1SeN!qI7DdVX~G?^geLoVD?dQ0!P49sJ<O;iQH;JkV13M<iL&1u&PdJ|4_
zgCYoXJ*vN|T)3A7s)v43J%@UM-;xI|7x0o6Z_!$!v4E=rNck1@G3rC1^qM$Tbi<gw
zvjsh+tc7wIOym+$I^;=<8@zzz7)Z+otRT=gk&_g8ue(ed9p;CTJFWV%55fcm;|vgD
z*u#Vh`8aa=s2V7aZ@=gUMPeODk}@TPb|8nj6Bfj}bH;_cQJt3z;4B>NJC}KBdL$36
zRVqu$l(6}tqY+0I);jAEDrPxbs3uMukLMwELmo!TRx&_!g}!)36(dnX4cW(`&>b&_
zB;e#R(&AlYitjD<LF(&)3#m-1Ik<?%-Uf10?8Js?oAsw>Ou4!}KSFY3W@uD6>;CTC
zl;GSOu5?kk21aXeL0Y1|+6JU*wq0-c&7loG{$Z8tWcgr!N)7Gj)XmDP23!u(0PUQQ
zEU6yE%e>uoCtO17rCd}@m4D>#1S*%ZrcQf)&RYiiWZho}TQ#lf6=`7;=HVZOW$3@0
zt={CvCQ@!y8{l>=NYH8d15IZ4HKX_3=8`s7-P_3d9`m9eQp}#of7s|2M?e5B-Ncr_
znY3q=XZz<5VPtJ{nCL5ZfCqLT5fS@r7tc)?tf*1xveU#Nhza*i+2+`ktRg}pC&le^
z2P{870E%0H09W@e&~f2i;$&>j+KxMutP0`u&{tO6&M$=n&#vv(+qs|I?&l>@F*SMv
zLltTcXX}r{BM~vTEjvATPq#ZGn%Z%m2Qfc`o!t&Tt@{^+(=`|FN4j5!SFhBAy-s8g
z*0($l-nzWp#Xf1bJ<KkbhV6>0S$)`eV69~KqAOx%mfpHiExk1zwZa1V%s*5u<A~>|
ztWBshZ1Q^?Xz!EepM-!2YqBC}E6uA$GDij*#@9Z|kkqEGB`%~dHGbmXs=oF9F36s{
z_zoRwxMn)JEYV^*1$zW{GJPyAOH)~qpp(vp9aku**1F31OIZN6LL*7#+*lsj+{e`O
zRj@P{g%Y$mS8hIVN_Q-2;Aj+;*q|(WK{Hln`sPSpgF<cG`jtt%7q5YB4g7*Bd1+x*
zbisagT%BwgzWbH$se*+y{2a=ciK}B<htKu1UzhKOWmn9))5l;GGvJ5%hxko_DJ;8w
z91ZRUbn}W%4S|3#0*L@(*g8U!vL$r+X+pDrCB-Q52Yy*;dSkf!qN>f3WFvtB>e8#f
zb|Ko@m75v(Jp?5ASxo5`#!t6t9;d6Wowo0tnJv69u$o!w$Alh0L8^seDGNrLm+#}!
zIwqKEfuggUJVT-(<9~k7FgaZF3PjfKvClhn+>VSXj6jEQG)nVt?J6AHn{%~5k1i4W
zCGS6t_M0l}O-4pM;dmNbKQ>o<7&PwsCu@%X6dnE<>nL7G*w;<`0GP9PxVnBP1@0cF
zbNhUnN=WNbr9Ppftp1LB;R)EH@F6szidAV837WGrWTfDr@XEC`UI?W$exWhZP%hRW
zTNceUbp3OMor=qJa<H`BsGTo+g<OhhDY%V~7E){E*eCY^kkWhoz;f}o5ToPlH1HZS
zHI{nXK3{5{aj)-e@hUfV-}maB)_r-LnYItE2BI}fS9&#{Rau|u=(Y1twvn^z)at98
zV{z?R$F3o!!u<{7CDo-(ZIz?vna|;k3q9Q<yXLnKmEvjd`HffjBq`1IbWuC#8KI`c
z*DU^Q6^wb!4RpC{m-ZT|8g@kop}J(B1G;s^BSkK<!%h)3-d)bI0aafH{RtIR_Dd+{
zmZj_?IUaB+z%7UGz}X?2XwQj?4$JGQ2V-=txyrfd*W^|RIh@1iQ-zMEoZZiTpT!Iz
zcWR=4HtD5PKjxYWTkR@TDSv=T-6_TEOh<k^+%<_Lb@yJ`R8)CUuCOMuK%`KO%_*zs
z$z#G^!AjuWa<=I*wYt7S<KUW3s<se8pD2E6fJs>uP?eCMATSZ!aUXPpOVO5VmDQx>
zNJOXIrAQuEY);w6GnM(UE61l~#wTaSkx{5J+paFOtmmuMSdiP0hbvW5k$=VuC=4<9
z1X!O-iCTAF%9-kxSUee*G>_XJ$IC_xe9ud8WYV-|baCWVvgu;gl7#L>)z#DCu$k2U
zqoEZMam#Gtkm>S*V?l+T_#tayYGFW`@tHo<r$;fV$32j;JCW0-iCr%gLgW&3(6+ht
zenhIs!KJh|h!fy(CQXv_bJ$cN@34@x11he-_y^^gL?UBV;(R7W&^TdI&_=dGD0S3O
z|1myW(8e!DGYRjtiBG+=OI*C`E6f<@m6qmZ<mHs%j{Wkesz(<a8<)qbP(82fKt(4q
zYMIHE;V_KhJ><b2z;`ac1L9p{0QMdMZQyutzeFSc-#)#M5V5*&#>_xzJs|ZKE#@S#
zQe7vEDZK~$-7AAf>`)d&$pBJ5Ac>u@iA@YTUZ|z+i0ZO%y3I8NG3zP*?a%&6Tz)DF
zy<!`rT(!Y##`lK3UqAJM`6Qs<tw?g7kb6l1opoXg%*3!WSddF(yb(s0D|(F%yASAV
zov>=p4fuNiF5rL)W`GVJC_Md?MBwB)0l7tdLfF}6W=jSp{7=@dMmct=GD8X;&MTzB
zx~JRT&_>=^+q^@JeC;+yc1K5c_i1LkW`c|5LX;l9Mzo~uyM2&eu=jei+=F(mlUjIv
z*?+S5gCL3H|9^KKfT&Q1NuUvliQN6c@49GFL0fy$vJx^*Z3|3{4fQ{c4n6PgprL*U
z>5t8ukQA95!K*0K*4(MCEG{qAn5(z_HqawVuSN5z6w^17veJ4din0BDdhz>@;LNf9
zb#m3l8}3GT!Pho$HqXd@3Eol<egx68ZNoV-HUuyco&s(wiDjyxhJYS3yF%oWdO+3b
zfa`-1+0%gu_5elZFv$n1nuCsUxb|LJjv1Ce(mE^MYOwvocJux9_D>^>yOS^0uaj5g
z`<Z)Q@1wz_1GVT3y;A|YiJvsu?k;_{ws|s0e|p!a>fk7Q*i4}77j>1E$wOq;L|-YC
zWcx!sl|^HZV}F)66j$bMIu0bN6k15hto?GV`p)Dx{<GM+;G>ZuA;wj5oObOi_t666
zmUuYNDAuVxLat8(brBBB5u6a6$gnu67i>8{(F7x(*IFIIQgn4&ibDTXD5tLEH>fF4
z#;Ykv0yHb~V$(eaUJV-WHcKgE5vNc`G>z!Xg+T^^V<<+I=jsj!;*f4KFg8)7f)Ls4
z*a`0dsi02iXAbL&lq;||nTx_j9&P{H+e0>_rHdn!(_(6$2qR*pR7UEW6<rtFDeF3P
zBIbch?Zy6TKyXNWo^?sX3S_{0?OF!g%V8@o`g&1>5+QqKMD(aSv1rmNLRhp|ex5oz
zBk8c1tA_|a3iQ@UsirF_tC%Qhk*Q!~Or1{EjGEF={xsEcRAgxO&8)q(;KM1hr*jQ2
zf_h7L6OTLwOw4cOthes$QFHSP0T)q`TGGhh@FMh>n6qL+b3BBMFJZzW%6L$6gAb*=
z`29wNq6^zo`CKT-MTDya?O@<tgv_k?4{?w`cj%`&zfSt_a<@Di>stUQ?X;k7gY2y^
z9?<tV$8e8;+-Ft4Y&yQ?iX?lEHf#^1<nF2}Z49fD#Edqv#<-;IoTq0CZ%L=iqwYkX
z(1#0#UmU<3WQ&e3yyKiu_sBcl%he|wqSgdKRI{;dgV)f0Z|_4|F*u<;e&$`)_%hj*
zRGj6w#%!?%%XVwM1bfTkyuUtS)vf*5ih5#JJ>oFVRQkdIz|$9BgMu=#HFk1#G%>Kj
z{|nj~TH-@7vf$I>{{wMzL(z%a**eP_*qGqc2@42{NeELZTiBR5$(pz++SwS`LeVKX
zo7kv+r^Wb}Q`ExRgb|;S^;?1>6rF&Rk%_G{K061)H`Us}%n6@~`CmRY6ALqQXMAS*
z@0En=;{SEP!t`H43~Vf{J@Co@(S-l43jZHn6#r6{zRh(uGRLQrwR5yFu!f=&Hu+Z#
z4I=|96rF^#fwhH^fUTLe3I4b6zvc@H+PULv(Xg<x<I^zFv*9z+GqU3|(9^T&K+!3C
z*nc<eFV|l&ju!ULc8*YVLI(E#WfUt5D-<v9fBS~{fBHt+z{y$2+`ti^k@;J*pn;Rg
zUqSy{Pq`R6|D#RW(Z%Gi-hZw8Z@u{cc>ddOY8J-M=1%xpj4br{-w)g0D*tZm-w+$y
zx8>~rV*gTD=;`rUSed`i{1^APX8h*)2mhD$|5N_*{w@DXp~q)tX2$3EPJPD4$cWF%
z%JxtB2WDWvXJKLe2mkl@uWlxGj(_>SY3%<6|E2wh@9+74Vb*W@U;N*~@hzYJALu_V
z`?r06?fh5!U+AwD|Ed31E5GsovGy<RFZ|aVf8qaG{$tr+`hW2MSoL3ge`Wvc&;Psq
zKl1+9HTWy>|7K%j{co=S3I8|te-Hh&_J2?PKT-bEw*S=sC*FU&_B{YZY>n)UEo{y3
zzk8jnfUT3oe-Qt3Y<%}r3&;QJ>r9OQuK~gFZR>yEEG(>@O&q_+leK}fiLlAH<nK-{
zZDMQYY>v;)!0>&O`1gR}dknJBv;P(J@7)JVJj`1K);&@U&1dHGiVgV{InX$M){e1|
zHEmWH5hQLhureHh<aQw|E{rs^FiEpg5;WsVyd}}ntxSaCap6<2IgxOENo+~(US6fb
z2DiwEa>i7{MCEvcX+ZPIqxqRv&+)45B>O&l2M`cqKuSKAjj_kf(p|iU%}-Y+jjOqI
zQpbPqH-f%84gZ-)17%Z>osL7|^)%q|A0^6c8tC@U5-tQ3*it=SuAkG1H-j8FFQ44W
zX}XFRPu^%7dkp^%Y4;dpThpcq_>}FcQ?_mElx^F#ZQHI>wr$(CZQC{Vy*=GM9m9x;
zJ2GPJKl?|nh`lq{y7GB+4?uXH$@PTaW7e^a1E@W()a8}g+b;_3hW&0t@$4@j?g&@|
zJHxhhj_!jQo-e{>DHm_vyX!hw`n8ll?3Jo<{jj=Jrj-(>D-1U}>|x)pDYIy+(DWba
zNV{-C$yA>4Xl|_dGbR6E>1w`AA5${Zyj*{L4=O!X-FIGpt@&BK#J42`|8)eDYmxdb
z&Ie0mT|3B|k5WyDXiyWsmQTsCYjzN8m`1cPM`4g`2Lg19v4q)PvbNIqT)l_1VGO)2
z%CB=!_c2d4gmOp#8O2Kg&J5oBE3!!1cAx1wBT|oDS(kT`(Yk(7RI$Fx5xN(CKgSL=
ztRzWdk<seQ-)KdGB!7fV2z8*JGCp#Cs9E$6{?-u7P@*7=Jz7O-@Stk~)flN{XEe->
zTuEwyVJX<hZole8PxbELZ>-#>#NsSDjmT}Z6kUEWM-$1y7XD7Nz!frqD83;z$sRDa
ziLW=8fJ{8rQY6oSsOHF+8H9GSRGxwW^Rl=1C6FPGeeOVpEaYfWn)S5EAhuAMTR2Tr
zC1I3c{A_C6yr}{?K#`Azn$TDME_+1om36VmCy);a4iiJTCw<)EBOB8`q3{CLH)5$G
zBS)=3$QZWV3i-1nh4_PZEE~)=yGV*!gzJ5>=w0B_if@Rq{8B|}n;DG-B1b!^jd(u$
z+z+v)GKemcZ5iPzJEYmrUWL>Mis;Mrl`wa#Vbqpr%$GO<vM6y=?9&CoWkE~?TH$cW
zT6s(4^(0NBG<(^n<TU$qE|Tf8Zl#peP2=rN7te98b+4!)n*2Bm(#%IvybQuN-*SCI
z*c~E^Z%Cc}j&5(&?_U@)(=|zH4-Az#myV$rrxYGxJ<+H@fdQ4t5y$M(i~6mqy-PAT
zUz(XHIuW=7QbJ05Njzf?V;n*%&Xn1d+vDJAcpf9j?DEkmpe7_r*kwoM8H<%?BIXg~
zn+NntsWcholM(*WO(ad;`vKJh#qZAcm!NjUlZT=ez3x@-?o+)8(I<Ao8-YIdzx7AN
zV;HZz6Q%mifTQxm6eSlG1*&H=8p4<6JuU#=@g^d<#h?*h`>4YQ3FHX15gt39LuCfd
z?1Y&Z@5ly=h{(ysqZzc*awc?fDUx2t2%;|-j3Vs$*-JI$X(%T%8_8CMy6}$2ct@n_
zv{}kzN{u>}%fS{v8|6C7x0oRmBFU!~=9v~7Rvou28J_8n(|k;LjJgmM`Ro!$Mwq!8
z0)sqiB31|pj8K>v^BKh&jHVOV;9fUSSm{)6?X>$opCc>tYerzdQi`BU@88AOBDNgC
zl}K`L6qBS@_>Kh=K2)IxP!9+qHVP(WW56k!?wHgmc#u8Fksb-OB2mgwW`x!vBQ&q;
zYyFF6B`ph$&tz!jb;|n4XT?T~g+zZ^S&3PZg{b#{*Zgt6f%bNm<IP%9@w6~Z%^bcr
zV^y{nZr;^!M|BZpuDW$paK&hK8(XmNqz(2tliK4c-}7#`0Zy~#@N;Ll9k{l@AUe(i
z`R+q;f>Ti>k(ra|l5Z9EHhEx<Z|!dxuSt8a0v2dBps`Q7*suR)isR%?H4&q5al#qu
z4?uN0qh@q8Xsn${HAviN^!5n3a12?p7r8h>J!PACSMn5+Xn_m)>d5}KdF3+gQ3@}z
zP8|E3shE;aDbrYRcj|VZNbH-{4ph>dJ#I}8SPdXx+M}?RgFhYu<or=^W|5u0=7n<W
z;M9-<Ag@-hxP}?8Js1)i6&)Uw9eA(zw@i20=@H)Tf`Nr<MT9JQLm#1!*}lUIw|Ajw
z3jR*q-YiHDz+Jeo6^4m7rSzsN-z}KyN*>>Ei>!n1)ZJ^^&ZsUqLGAD8L3zcBIE}Du
z9g8JFh1e(VZzd7MirqH&ZMU`v^v|MyE?kTDT#Yl&36|Ey_!vMRRUhh9t3nqXqX}s|
z<)dJm5xKt$GX^L88H%Mx4*-La#GUEZQQzK@c@md$%QJ~F^pM}9{dr(BQ&~>ERmQzk
z=%8sCNz75EFgyZ#xh~WI0|x~IVU1+SQYw!C+&-UtIrjjZLW5-4A58o{&BDsK0Y|Ud
zHdJvTV&pi90zZ$FG@(06{!N%>C&RGsM<ir=Dk{@tA)Qf#>#)+W$>gmFFkj7P8I-<-
zl_LUtQV75iX;z+uYdUp;7*doV;c&KEFWw=Y60o=!1Z=We7aovsSpo&C#}G))J*F%t
zA{RjRCzQ<Oo5L@M4zzH11xtEU-{A$}M4YvFJ^wh0!j?n7a;eX-U0O}3X_Uh<&3(PV
z7rYM8*ij+b8a8!S{Buh;OxeWdX6Y)r$52JSWcbKVhH3`IC3jo6ov7)2CjUq~^y@k<
zsd<{B#O;Me`IaMJg86&)ymIy-SPlekTm91q3Q7&E8)dUjYs->FYn%@&tGbrCwx#Az
z@t~#ry~p13S(eWrOL6vodfBO!Wm*&BwIXUU$xyk$1J-$TYHB20B*_39^K~j<h7vB8
z1*IeB-WkCzHn&MJu|PeSdxB+kgsBT{jnl5xHBzn~9MT}%6`<mu4Vj<Q8hCXFB8KC;
z{xgjPQE|vCE5!{y4myv$a!M*69nV)DHerg*g<|;VdZ#RAc)0)vjH+rQMEVK_fMP4a
z!YMbof2bFr(NCfAjVcCU%w9=i|CB1v0-uAv8qharnHPhzETTs_mF%mMQNy1sAe2er
zRd+jVdyE?g$zMKXUmc`4T(>@NcwDu1dt7;a*qr`sXR?B=UzEse!l`<rsbZkX!Gk(q
zD@@))vrZr1`&7W8Z*<z&RO?4((bBdk2ZWBqGR;k0#^W+GM^<Vj5$b<=K;mA<J&x|%
zpXZ$+f16js0q*9@4>-#ydE@l)x-;3>Dlq+FE)m2S^LO49VMY%ji%n5LkrUWJbkLBe
zY$@!u3d;!j(7n^!6Y(-1NI>~+@6TYVxQY7+jeoL9Pg%Phy#E+9TIAEwV>=jVYVnkv
zw9fu*;~*ZV2f{}!;3RGyOrpUz7IZtM2>}}wD*1sPzaT+?Axe%CUQM<KGg<qsQW%Nj
zrI1l_Dn=Ks?qfnpUX{VFEqvzyx@-bn26ty|sv6KuAVE!24I82W+K7S=5Y#W^ts}>V
ztc~1=VgA8W&Fd-1or42jO#|JEiP5NSHWrF(Rn|v<BX`HAoMi0smNZm1<vYh#&EYx_
zL7Oymw}Y=F2gP4s&e0v*w1dDU1SnrV)TnuH7Zr{I{~3E0CxtEoC<s%hBpOsf8%;sv
zgribCvsYq%-XR~d&9>LcdW}w&3rPF;2$SdrMU08)?cTIovTzE!Mqbt_T`olJ1wqDe
zT|n{4rbOve7-Xsefo$rshk1^tl=F?TV1eIUI$vpVq65JNvjMUJX9xi0`wDvmP_OF%
zXgZ7rcgrT9m5XA`>V@QhP=lljY`IKn2DavmK3^LAm}-GEbd%qK`PM1SX~owHa;dbT
zBHmP8V3W&@dT8ZdXp}Z-$S*>s6Tky=Z)22=Ur*;#S<*<8%k|q}JLD-U7A5vDy1U=#
z6?%Q7@eU(<k6}*%?(?@U%?vQrAI}wUt_$JZt;jp88w>CQ*&S!U80CjnOq)UQ1GWjB
zor;Wuw%X{I^qua9)1jTzDRE%WJ*U55KavW`Q$qM2Z(&c#E@gvP`ySO7-JEq&SQFG$
z>rL(4AUNbitD+og<`(Dg4t_bd_tXNM0@N9jUpuk67=l%UczYx_o8&gD^PEgBsT1H0
z+?XP*d|RBD0zx<5P&ORZU~08E50xHnMMP}=fSUNQD!wkr5zp>Wm_fiB)`bPUS9M;b
z2sJkVl?b%D@9+xmMD{TKaF<VoB5a3m7p`uWKIjn^v0vl*ySRn!H+N*=h}(r%4YBVN
zO6cjdpANwA3K(j<3G9LDWkKoXl1Oa7uVW78N}neXe~<T7z^lRxuh1Pzrk*teZz|@S
z-RPp*MSCZx+wb&D#(T00)L(?Ymiu_rj<Hc)SlJjyRN1I5mPfzu*OKDrDbt?EK(t96
zDEO?G4HSoXM%;R-RqlTNM=jL$+5^4T@*ii6kEre^ldw>aFtSB>kfN!iR4u9;gzfcs
z<?XRG9SbodT08@ubSK0Opj_7^i1(0_c8E3es)IJdAAj1to+G^E&Dfs+$V3k5(&GAF
zUJ<SK(Rn1Iq@EAw0o9)5b~03PpQ#AN<eg(Lx&2K<at~3b9nX#*mDP8~ln~ZmH(B(-
zDY-tuZh$_7a*r|6<JNeUOzj+V?Ku`dfdhc)QI(0F+fyqQoP@mFOSopJ5eFvIftyi8
z$WJ3k0t{6kc|aNJWVp5-dKpgosVD2rZB`Vo!x^&?+PdIk%lnIq=in293uB<wkfwF+
z(4x+8%62Pg0bgWiqZ7~(pcv}|f(?epTO~_p112;3@Y5FyhH2fik!JAK&3_Hg=irVp
ztk@vo#f;>hLG5m{?^SDynyvUIe^rb3SY*mBlaPJ-cJug2CK=+1GnVrU@7|VGiSyVU
znhs~AA5G*h*Ic1c<v80<SF`2{8i%6A!oLk|k()~nN8;zq`!$QfPBCHIrSzOBw{G^=
z^3h1!5m(%0CbJBr*_Ux%^xYjIltwss2GmpAkY&9s-TNL%)45B*4k51k9WZ-tZ_#X0
z8N2V;YZ6V`6Zwc!VR^7dCvo$wpDb4Omf4g%c^vehhsXFDrxC$oPD9nJLubitjLw+n
z59VtiTZduACnoNsAa2#J*k^|4MAzI?o^8c`PwBw0*+txWa2C;eQNx9nNuK)aDV03h
z+3W#bc^0a;&j2gJ+Y&saIGjdQ`V7LHL?H-JIP<O=U96%$sGmOk=Un6s!}m@H#gvKG
z1Sun}9A;glc>6R5UZ40=BD8GEd{J*Hl|JHMxD8a5a3&?F#}R(Tf3w61AGFN})yxxb
zYmJbyaVt~g(+E{{T0LbR{P(Bl41~d~81#3v;I8~}E;MMD>f(!XJA@onKTkA5=|hi$
zyCl10Ua}xnZSLIY4VX5db-f?-a1Y+$?#)ehuUX6mY0?f)3r(PLyDgAGHZUP1Yw*v{
z{oHjEU`p@T<k6$(m&88h-KDIS6>l=uWkOMHpVZBgoqgp87&>riW<Z%^Sj>rcHi<XT
zF)n0LTN5j_^7Jo}+`cUr6imx5Qi44`u#&<lR)$T(*aRh*pbmF?U~dqd-4n|m2VG6L
zL+!9i6m%H_#iK|P?<)c}WTtMzl7`?d%<>u}d><A;-aj1ur#a!*aed(~Xvf07>Z<K{
zv2kq<vNcI#pg32LW0)dF+~GzV4*#UBNn-bSKO%4K(wC_?@72x;3yrDeO!h`FiHu3-
zM1~7?&VeTa@-NKujM&AZ`r_okut9!ENfzPiUl_#F-n#$@d=lHE60K!}cms4?Hxc_E
zx5e=w?9nonRLK-PLNlY<^l831etR*AaYb`+;oJf@a8MYbHP2Jb3zRR+&p1enmz}RR
zNL1v-HQya8%Wmb|G6b^#hFLg112J6k_IN<d4I>^~U~Nx-SH@(ctZYB_^fP?DpJK)f
z9K-u01e1xJ@*M)*R7Z79+MeN~PkXUFPx0_=lRb*PgH=h+9?9dW#oU1gYshRZYb?@V
zNrc(D?et}aHiP4BiTL2PM!)Zf1@~f&Cp|hrH{)bK8<Q1_g(@HriA57H!q8Ugm6Xfb
z;2*u_N4j=mU6<KsWJ3=)vjfo+fjYu5!gK29Tq8vWwt%u%r6yR7ZvLD_9)0ik4%^Pz
z&b~FKDSj|SKW<K-1-0v%IP&P2YCW)&&ptQVdt2>MYh6wKmg!k#hrj~!e(%nTsE0lV
zr#%j9zS#=hseFU(qSq-l&a;RT{2UIg;tAwp0=N@8p^%;O|A0q>-Lx0o5dPF%RjRSu
zvHJNXr)4;?JJw<ceB@t$T636kO>5#_f81@H=N)Xi-Ue^T`|$Whb^g=SjPn5HA*QDa
zvJR&WCN@Eq79?Eu8}<AUbN#?>`1XDO#cqy`1s^yC{>o36)9!4jMK2hiIOgYo&0|qZ
zEP)B~VvukdOQ|Y>AIusNoe%+E!D^B8IS2DrfzYCA2I(>1B{8&1h5TY^|GFaeU#3ag
zl?XG%2O(xN`SJ@769w7fC1s77=dNe2=l6}ztoHp|?(TjkxB=O3f(KS`H}6n`i4d(F
z9slU^`w^`!f$#1w+%8_8a>C(izL1ABq*w1d%ss~U%Eu4n?}O%{%Exb}?nmld8|}Yf
znXg;&ZTsuTKZpJ{>?@9W%in&rou+EPgPVv8Warx@FPd08c~`XY*mUPlCn#o<mq))U
zx-FE~*K>6D`G9AawFY}e$I%j215s4##N&Sf?d2whHWGY$Ppu<2-hBjRns_aQd%WJi
zfVgJS>EBn!5)6#UeOWO8&<Bzlx{5U9P_(uMm!RGrheAm4XBx`Mds*>Od}&&H)t`N7
z%+*Uf6dM+_%a6Kw%^G%u`2@)F^ktJ+3EtSf{C+`jrTn1tiEnYrQl8q6lGg9g4t&0Y
zDFB+Z%LK^3@$L$1IH{pul|?s^YzoP{<@myTK81&KNw98-z+|A9_z@in5!sWATlsgK
zl%1G)DX++^qDXlp2#s>CH1`~HAf=?}V~cJ14!7<+fx}pR4d4f&qa8HVUk!pHXg0n!
zB$KA^96TPZJ<oU4_5oxx`wdlnUHR_4uH18vzIB=H`0A0%cQ_4ep1&D+%0)89L7aue
zxO&#bfb~-sAQnhu@9)qTjB6wrRnyU_CZX$6d*7pO%o-#Kiz2d#(7pX9`0h(MXAVKb
z(5X(wo}Ntow#U6vA+8yYqW7+fG_3;0CP*=t&*^lky71RL(r^g_;05mTTcf&8W{q&>
zV(fLMmh*fgD=LQ<tSTx%dW;)EQ(ld`gr)_{vj8}0Y^81?D8Y?vYU9(fpTM4?)peX<
zmdAV)9-GU**2Ak&)W}2RD!AS|@9aGp-zhmfGC$KM@`qL!+QkWeeGS}EKt0h=#%jM%
zRAmRE?!fi<;QtgIy`#zwz<)+9Y**u^YNz0AFGJa_R%U5Zq>P%JZOQ%&@04cA|It{@
z{W>N>buiu_R{^N2WNt{_ahF6MJG|9z)vMua^B2s{VHf_#h5_Qe$-#9(r;1NyL`mg_
zDXMzabx?*#{5o-dQZ4WHG&NeT$+Ngdyn6X{N=!rND>0_w-o80hYD&@=t1(8BP7I_f
zl5)BZmQ#0wRNW{|zg-7#Aw+(+oU-;CPiWHZYqLn0)49FCjZfu9A|&WN|M|@{TvSMC
zJj~n2SbD5)h-jp|JV(aZCM@gDYwe}8?7oVO9*Fja7DAFEcEV(r!v*ozKg%y`(M33y
z{sdSX7ajheNE!b5Croj(`7wOqq5=QJf&k{9R6-=#U<j%siNXI9DI&gq!W;+ulZ8N#
zK0rOc8m6D|M-}g9p@&BWpG-o4_fOJ8egBCm0pL&aAdmtf`hfM!e}+FDUuyc#z>}16
z<@+bhyCDB$F;Jy?8m%Cd;h)rzjN$#0bh3b-)FVlBAo~D`Li|LGkQncuL?!zEq%4M~
zj5I)RJyHN^hNxhL;Gg6fN4R@L@r5_?t>9V0H<4Jvvw&j;RzhF~!t^Z({{AP*NNVu^
zM9T1S2s;4z_LcSUSR2DRy-4%L&M2Wl;2pR%*DJHa+$WjJ%qN)2lvilVlvhlDO(xdY
z`Jvb=5gav%;3$lBAB7H_8x}k0C|BqN((q)B`Gj@`W8KWk!8MZ4U`v&$3XM5JcvTnY
zILBeD^`v93Ld`Mx??hxXU9)%0-Xee2{2}mI2E4bR?9-V#?fFp4rt9?8K)3ahRi(#t
z2YTKz|ATlaP4I~WK1Q_>oLq?ad>YYEESr?tqaRK!<RD-#PDh$C?dA%Z;SLmmj0(k)
zo>QOAABh=2N6>ISIWp*1{M_px`0TnSrFKm}{~6^GMS<8O<IFS6<<<&7hxwolOzWSm
zB1BVwMshDW6>UI3&9dQ5P3ZER1W`#e-vfd26`-eF__?Wfp+0YdKKfG~@@9<ygDdYv
z4s;jwp7k3U0&Ebhk{555#w!mwEZzkIIfw3F1~l1OeCPua3oxm;b6cOJHEr}#sc`NZ
zEBOoMSsFw|D4D-R74zkOiT7BDZE88>V2xJ@*J0P;m_6UoVS`Vu%M+Zs%O7s;J!MFg
zyD9Kks0`Z0d$;d3icT7@LbW^DziIPm&$@}U;h!T`f0p6v$8paMIQ-#^##vf5OA%rS
z2>H9`d#SFfT=-960^S=bd-Sz=b42}2gEX3mVvaAwTtPbFAs=pk_q1=N^ulshtg1?0
ziQ6eYhx#bZK}8!F-n>$`V|lBeUh-?Xv`m5`pQG6Kb7oC0=+`2xhJNQSn%XnBbyR_>
zbe2yY+OuoHqB<a`D0o*|Iw4xFlN76@&F6}TRC%OP$dyd<2x~=hNnSj1^&-B%oA%M*
z;D_}Wea3uRxv4*os9dHu@tCuci0YS2Z!M;cU|PIisG9V##DghFBu>HZS4~bGk)w+r
zo~E}kFY2@MgbFh_brt?0>vTE$xS_jc#=U-gWO=Gs?`;02`O%%uTVMB^YF3TiDJ$7^
zK5HD7B1%S;PHcMFTQ)q&6m)P7a1W@e0d>2Iy>WV3eqLu?g!8<SHRl}A?X3WML?zIA
zRXqA-bR9BpifBtEh^W7!TPnxkRgOsjuu)4K&e_0}>?F#M{(Q%qouPRSRh^|O@wO6z
za)MfZ%j4zbuSurM%P}n)pAB$0itytRQ8|JSwo1DYmEcTVwPEj72VZ=!85ZM2%&*hu
zA<i#&Qx=tC)BpY6-xk#&oxDWD?B<}GV~MrKMDv?_YTcK4y%_B;YGvXn!jQ}Wn+u8I
zD*OmT@TjmV*v7FrXH9X|?3B1yTKu4WDlck|B7p9G-;E)P<?tkz3PmFo4_sLbQ%E8!
zQ}VzT$qU~&>W|Y86ijjbo7%QD(r&E?OU(*goXHLXE9YK{g(+KFf;_9uMnLiPhuHg<
zKaM!!{e&wv3PK!YEPTyA7vpqC_P)z-ecFnwd&rfPNs99o@uVYna-<X-`l%)%g3g>z
z!g+tcro=6w|Dan9aTaARZthYmN3X*vSIU$FaXdtvMcc^p=f#|KtbA)}v$}!6)!6_}
z*8=WTp*CdY-+j!t@%r7Z^G_GW_@+{c@x?53@x?5V7K%I($Ev>T$nrLPp4~F{>TH<j
z?YJf_CGfqhT;xUxi4D^tXJhN4-`cJYVKzzXb8K&Es~r$dv{I<^FZ~+`J;!1abupGx
za+T_pYaQk0EVGiAjX`N^=MJi3c)p4$bL=B|R%v<QtI{IF50^(Yi5S1}*}1Sy(hG9^
zN2NE~0Pl)?81e4Q{pU|G(VDOJV7!5PxTUqLV}=H(^*ia=Ca!6v4IU&d20jyG9=mSX
z7??<Q#)fy7QZK@MEun1$Sx8tySP3(byhXcL{BM$|zbGnWtjP~do!jAaq+th#>Rh{I
z&S>F62Qo5E)uro+<*K()HOx^zYigP>7k}^meF8EYwK7L<PE>EaRCLk`tfSBr<d07T
zYXN)>^~8ObHdx!nNU|x#<3)WK)dEmDf_XpcgxeyW_3s#0HHtv1J<7Un4`4ra+{sjw
z*{fT#gv9KyK}Y~ozS)*JV^rg~0ka+tJGehkfI~imE&)UQ3;pH=R(F@g#E&g6bylcN
z{Xo`*+YSFlp0ygI0Lax4Lc{X=3gQ_$zaJ{_DYdRW<zbd~U_r}XV>AE^4u{M2W~cYR
zTzuh=5Fyym#`dKxfW4fq6k*xiU0YMo&z9%$RIFM)PKH=_W)%T%I-bv5?aYw=d8W4z
zX~p-tv=4GO+&rXs`KfllGfo3H!&%p#ow(L(Ft**Una6kNH*R#MjMJ)_%ctbj3dyr)
z&-;Q&Gwi<LLN2jv8YM{)%QudOz6o5{K;arpMFA9TF=z@|56N~7GZN9~&nNHigG@zz
zFr*X7<le#{3^kKj;%;gn;EZEHsS`<Zi=H1kJ`|)FA_B3`<*8f)D&jgxm<6MFLh;5`
zK{10_(?Ps6rV<}=1UUq$6+FRj^!3rK8=F3&Bd9ELaHxiUv@v9tPqT-~kdE>dDJ<9p
z{T4Bz1;0Jy%l*uVkW}rX<$7m2d(p^TuS=D2K{8&IPGyip4MxCXq_k8KzKdMRpg~D3
zqPAumX%H#wM%Sd9RHmt4e{b|MNJ2VHa59uHNt?9dX=k)pyV_xvkyLKXQ&~J!tdOov
zj!~#UUjBd#*xRJmq<=6;DSXIK59!lFp-it5-ejOW!9|&z1~fki!eYT@8EC|Kp`QzH
zB+NcN5pPvh-ADDtyS-?(QV35OrR|{~liinjJOLGhazGR2<=yeQt#^z2Qh7VS@=Wn5
zYIktII{>pAMzdGa<@+4C*QIcXs|@%|de!Ac@a1r0D2uh7%@YZCb9-;o#N+<qYQxKf
z?TMh^?HzIdxeV}Y)q+jwe+`HJ<w*Y10{o9~NKBBQlF!~u&ytGY#?tWL)et@7zl)!L
zV?+P41pmo~*y)&m+`+%Gp&vQ$FIw~8*%0f$*wDW|3;%a1^v_rSKlq>@hxEVqK`cKi
zh?<d=<;Ny4GX3}<db<AyA4K<GFa+!WI065mgMP%sf5k!n(`@|TWzfH-_GfDTLk6+3
z{r}qy#(z1J|GZ!S2fM+*#>)P4tNtBt{P+^ae^}Ii;0;Y>2-!px#ILsP?`e2hF4-IC
zfPP|sFpS$jf&lm!%8DDlc3Q#*;NklIpk!i9S7o6pk$Wgelexl7&=lHY%1Z{!7~>38
z;Z;VqF3cGDa!5&tsm+sy7L==}?n<9q+t-~})!kRDc)u#?aUsbKNFTyB5W6}^;qQVf
zzIYh7<>2oN7L9lIEq-B7XKI+v-{Mv!*f2EzHbOl(m@k-C0m3Qubz?CRwtG4o@y`8Y
z3Z`rPzCktIfP}r|`m3FEJj<`OZl-ME4PytJ?7nB?qc6|-oZ)DMODx!7s6rAfY2g}}
z;sE;E>oqzLFs8gg@<}A3)2fJ&_gwmN2c@S;y@#P%cj-Ln&E(bJN<+O1wIf+cc7ym9
zZKe|7hRZm-@D=gH$Wftw7Gj3gaKjqCYPM}O6SkdF<y&EJ<f`!-yZghx28eP5s?Ze^
zB6MJwE$Wo4hfNV51MY+YQ7?26^CV1_sXqk^O-PPG1Ax~{y{jYd`i7d0MHc`^50(ZW
z$tM5=vy>N*9$d#Db;>VBEyPbXu<;GI1_S5@;_QL>k{^*r5L;*-n0Y(0cbu%3i|VI6
zOg<kIT<@L$LYE+QvsV>pWo+a&K8o2$FHgXMG!l79UIc}-wYUI#=buJ*RLeajIs!U>
zP<vW0v}r<UAUfp!TazCQpjouVB>Bh)+bg4QzXR`<K>L_O_{RMbL1a+p+6IlX62{0T
z@Rc~`r5OBLdd|{8FTq76#7?t^?>0BCH~_Y2y=?op`1x$Vj#K<9Y}oX+9r>K7?Q$hX
z{X>baH2*4*|NNv&&QzF%*7mQ<qJ_>Uyw$*R*vOz{M-ap4<U3n<`3oz?2p*idh)64~
zj?&i9dr@|<_D0{YhhA{La`1>+!GqWfHa-@}!Y@V9l$DJ2pI7h+l&@e)MP-ZKk=Kry
zTe&e1M=rWST1063#N~zYjY;wCS})MdY@rG-IB+-hcxfVsic-uEiJUjqU8YQFPDenU
zYOK8yGqC(@Z{ZK9z(}`wFAPYS#0omQ6$=xLT=`W@sapku4T;J#>SZ}Lrx3Jz4xU;{
zB{E40e;GzXneHa+>$e!D&TN%hSkCAX|Hfo;|8YekL^Fm!)j^f+AZ5Gi1;9es&dQUs
zy^S*kG9!yBCP){7G9|XkrOX^~<BEVnF1;G7;$J}Q-!5UA!c>_=tlvPn5MS<`?ZcGO
z>zBRdlsbqRN!Ab-90LiV@Wfx`Ag|~owDgV?ZjB<I)?SDMBnw0oBoSYlH-%&;OA$XM
zEGsB?%wD%Az3QcOgYg;IzHu>ca#yjE_gDluWN0`w5)O}~pC{fDzmGG@E1ck%<5+Cl
z+&@36IZ~Kh)~eLR*21rXsN!wqSvGU8@)odJTz|CIDzw;4Dhq7i4ANnVgMUaKLk~!y
z6Z*)GUhNw#R1I<wY?6TXsD&F2vOB(osoK|w(`cbi>pYJ>rB5d+k~S>%?n@y{msB9n
zfGioHwwZTd`;##uCQ_0tJrB|*>7+<|7nmgv)NF!#)h~xN9mbVB>_B2-2hcru?uKNu
z59FCDBbrQmYt%JLvna(7mlMB$yMWABph_*Pu?X<!;v~0Nidn{2Lr)|E5WES_5RAq?
z#Gk(fjgncE=5_=|AVRI3%q5XzRDBqE*tDn*(@3JGP_bU&QK3#z2w7ez?(>K=beWU&
z5$;-gf_9zna!Pege^tv`s1ODyg0|atYq+t;fFej=7TP9`O*<S>0W4s%H4z5xh|8>9
z*3x}Lx7eZUSaA7^Hc#`E^*E5%V89pxmQZv#7kg`VUQWPUUQW$DV4=?wL!eP!fSoI&
zn>AfgL+=E}Nyybf!rbSVlIoN$!!u$NOh4Gopzi3g6LLb7hXEo>332@CFGt~2`u;>5
z>6itaivviSeXlo4Q193-)=^O+w8y#U{v8>Y+q4(wbXr^VMYP{*;s%2u)?)%Mc8Go*
z=xXM$=v>)83}?1MVE05Q(lL?V;@SeE^ZW(#T6aA(WjmmdJ?iPSv)cvjo=8D2VN9&$
zNtqJGCq%FIv>2steS@r~Wv)n}??t$7wuuXILat5`E@hT$flx<sPLra_?|L&jWZ@Z!
zQTya-FmuoFhGw#rTBuG~dur#4!7BGL{!^Bkv%^Y(yL7^=OH5e?yy}&AlT4o@O6D{N
zXoeXs75%akc60bsqZ*1qbZ>F(;8$OD41%$DjLOU`cWjQwU=L_Q4f17#vIJsDQ*uFA
zYxqq?9a8;=D6T_EbIb{gSf`BdcA6_ZGVbkgCS#ll68pV(;%HaTy7@J`xwjPIhuZ>>
zU5U#L@(st6GWsF~L$EREzquVpcKGCIp-*sEt8KEk5OzEJe)^{ZgMqAh0Iz&xUvE`f
zq)h$&@Z@y9G25=P!n|Ip?BL42uThs2pvULx<)P?5f}XO)=zS_E2u*I?#D|L3p*Cc*
zs$)89W|7tiUY~f<7+0;G_~IR3(V;T<HW9P3nhlKxZzf)`nySBbUgt|^qLF$yynS-a
zxX;p%aXv5KaJQHR0yGSu&Q-APm=r^A0zNKjZIwV`*gI@7r=4c=&`dTFWGmzD6nsRS
zJT;*$A?Zf5r@Tm^D@fm+RnN3{t{o<2<6Pg@;Ib{t0Ul;D8Ea_>e5nEeI7Qf%4j*rj
zaq8olTP;di2e!Mi$V_G{Ui6B(Tue5VwJwLP)@r-pZBT)cRa{2lx!!zs4&&20=Y6R+
z1Y#i&5?3NpU&bvFN6ZIYEgYZ;T?&ODX`){<H~lGP@*P!#!E7L(;EZ=lH4qk23e4=^
zBvejrH>6mMeMz*Gw<L$D(0A!_)zwUs%2LE=^uqR><uKiOy!E{4K%<A61S-Ej&SgYA
z*cD55dyl~_Uwc&`yIqL-wt1z0S1t8W8Qw?|t}ES5y0HNRs?sXZUi_|KDfY2^J&bj;
znBV}^t4Y<F3|Fhe0l0hPMj0nHd3#VpLbr|GHq6+|NXy3SdmRT4JsU|Z)(8Qy#qnw)
zK4J%U@0C?B(;^ttZ8+zfu8o{odvN)s?eZO++@Qx?g%dYlak{i=KHw5%H4(O^C;@Y<
zycKz3XO0zT0;vjbKkZD2m<@(Gy2tBKN5;kp)qk_Uyn{l~Z{kYeI6d%ZCTY_B2`+7v
zCWg~B;AWM((&xH_yp}22a2aNgB!O^@cIDEUjG39qk?g*Y9RU}S-dp2QqyWZ)r9$V4
z%CQyS*7KnR&id=ZG1E;R(Pxoak2Wa}sVws<;$c%UT~%W1LD5GPuBNcJ>48R9qR=X=
z4U8-2T6^ys&^=^NKCgRI%gg;}VjR}Y>np-ddLWB+K7qA!<ai1Kw4#1;{CXy0r9O|P
z9OaCCmK4#cypR;q2m~o2KcIC#0uFuj#fgk0CFrkRPTrj9)kZ8O9sAw#HZl1r&ELK|
z3J-F-^+`y^#J_8`-?|~*Avb#gfB=}}?%LjRbSs4c)Tm~pXcLbu4gr3;Vyeo??i(~R
zHLx}vvbK8CJzsfxtv*uvWG<Ds8L7oa0hJt5CAX&K#mlaZi;NMTPBa~sD#!2UPEy%u
zsXNuJxGXw<Ge*iA+!e>US)a*dfaWb8*^I<1?h%zJ%5#y+csVQL<_1?eqKrcxL#GNI
zU&Iuq!9JQ(7P16l29ui8tS;?XZ@Uv2pS<w593z)NZ6%uJglHr5sR!}g5y%`BXN8AN
zDHgY8+xnW6tK-E$&7RX7O0`MdAll+?#%D#wUFf~ZYoKj`5`NLrfxJN6K-_@e;CUtk
zJ{v@*_~ujP+Bp7J2(#0^0+vn>LT1W1&})zZ7@j0ikNL8x^$t)aea;BFORW`M;w(D=
zXvomj3AZD~bBj($t<I<oWy$dwVyi}YvV(dXoC(@pCIOXK@nZUm0Ay4IE}P7E7p`46
z8L(}uTcA43fdP2BDAIiG`-%1j*E1aQWqsn2%MEky;fh5EY5>Ytq<58@+Klq#xnyub
zcQG8$(*K9vQi>p9=`?MDg5mHv%Ja<V@*QQ1^?G$HA)FU+9=oT5tC{t8+>7<Tv!zaW
zeduXS?DQ}66^V>3NgMRjhMt@!uW0Rt;9ah$YwbcSu)QdTvuiA}X1t-%BW(;n9)sVq
zz~2@_(r)6Kq_mc$(J7{k4+)RZwwAz)XS{h((S~m{PZ`0Fl1C6zR{4AUX&kKB_OZ7r
zuRLoTGS09IZK}r&3DZNZ(Q`Yzh!$GHSd~Kr)ZicRwTplmY&aF!(Ts3A?bq{=>*e$^
zaJJWAJ*+j=MhGMKJ2xaJLk1f;Y<b6(PSS%T3KN~Gs@uau=$L00<u`d1dBQs+`eFdE
zfa5#Q2!<RFF@L6hp<>eWB)mduYev~BbPaC&+W!9aNfxbj3GiVYEp!#tq?j$y{fojE
z6-%&M{e^s}<h?KRkgc*+BTZuhT|<3?El*`1d-~l_TTOnm(}78F(6^JZIS=tUy0!X1
zXu~X7!wk|P`8aZnBnfWl#%rKiDomUbrz?8|(<G@wH0by8@X8!VM890CbQjP%gNV+W
zk)i*)-i9Ckf{3O7EJp;RXME8eH%rsp_?!6IVTa)9OY%J3@{_bZX8&s5<gh0U+q7_g
zT9be^qx!>p<nKwQ@<X9~B@4Rp$HR>-1?OPyWMaalC#A=4s0X-7^A8z0>TlyFQL}~_
z<BO!sl!jg3_2ijlz@(m;7DX!!&DP(}zhj{~T45E@w8vOFcQk>b7~RW1{z7~C1=xOJ
z9HLjx5LEJ=Q$RK#i!f8egS6zUN_@vE)46(&1j*qDwIo}ObG8_YWmNw?kehnVbg?SE
z!nrFW_QHN!eW0%TVI-|Qw$a9dFBCcvclM0tBO=YOt8vA5%Fw(z1DWW5-OvfAYY*1?
zUjJG^EoBEiy69CcyM0se5)9i#A8>_me%Ek!)knUmn1RLOK9zE9ND4i5g1%(=0Imxt
z<M81WbyDCe&+JF@-$lqh)QpKFm?gXUZ<K+mF)x-Rbt|?)KaW-wmPI#>z|3-R$ZAI%
zFuDmIW(3qlUl*5Ulw==SR~EZPA}VRC33kgp$6oIgCq^|w4rGk9TG`V(qU%%H(?0yH
z>B!g3FsOd_PseJskc5+xt1S-C*YQW@+l{#tK44_$S$F%X>rEC9{Yls873%=O0^lgI
z=R<G^Y+HRz?e47C>^jdRhGQQqne{||Cok;QrJX#3?yHmg3-tb!WajyM%Cl8&Bk>aL
z-UH-`JjLmZ%T~D7B-fm=o1CsV-@mEsUN;-%!7fuqTQ~LoL~Yna70e>dKu&^W#NEMv
zqrko#h}jzAi5;zxI%|mG`mc-xIq3MlGxqPtM5^S`<w?O-Fq3EBLfk&L>}{fttsU0D
zSBt7oh6+#Vy}wIA9nc2gu4>W_gE+b<POQ&6)QHKnCC&U$URr2%;#B?bBzHW!to(j$
zv_Dn7>XU=-uodWaVY=R5a6;lFpyDKkIG0Cs&^f%2GBN$`vp^>R>?^+Tp+X2}qy>je
zIWAt`cuP?(^&7g2mm_e`ADP0p{q}%X39?c|9;EDBT_a&b_wNdLe7ENJ;fLSv7;gby
z8z~paC{A-y{axny%@IWoLF`ns=C2D&-_Tkm7Gzsh@iPV)nWVUaURmZ4ZXMi|DpD{9
zlx-hCu@SoyD5I#{r&~}R{^ko`nluP}gI(Hk3DQ)sYESBjVbb~F2BGXgeCX%uH`<v@
z6uL7EYTW*I3QaL++;1>w*w=_rHy#{*KXOaL9YRYmqlo)Jip7e%oWGR{XR9vHObXaQ
z3ekLEi}K_4JGr;$(QaVXyO7!eT$={qYfu6D2Gj=1>T5YqH3p_b`@BYjc*smLp`hbI
zX#@H7!NVK$h1XC&V-5O-)aV8M%0vfysqyQ<swfCBhtrcz`c54^`3iFA8h9$_lj2|^
zwCd8Tp<Ugcw+2KN7Fy+cS^7HuJK&?w-Lbh&0ekF3Q=uz<qLp$r7j$*|d%QqNBm6pc
ziGAfgH0+pnu>%(IqcjHOSb54OQ{{Woy>Up`PHXplWmAoJNV}R|d)@VV?Hs))0GG3V
z2+s2QV$DLG<;Y0ht-rqkhAEM322CUiv5o{H4-bK$@GPJyR=6@y6(hzZ3f%xwG>PI6
ztnjQ`T#hest_)F3U1-6|w&{4w2|udrNyg+U^Lopn%VBDR)8%^NrZeig*pt^Su%<ZN
zD~eZU2dKgKRl}3^@Ev_y;??`eTZ-#irA?+6#}0Av^Sq5F->PPI`Z!)})A3iMvfoqL
z;#;QeLfM;PNBmTNJ)Qy{E1zqjo9oL2A^-6xvU(U=?D55+6Tw(5Qdr^8S`|Ox@<!fv
zIBGxTQ3zfjha+qyh2Wub;~DOtM2|22C2=4h*#{~5-$IcK9A%v9BKCuP7Dzu!P<C*8
z%mE<O1cBy1Jiwy?EwR~I_19P?DyM24xY@x(+X6OjwQ6GwRgoEnqQUXCZu<C{-O=Tj
z>78u}-C64j?Wi;kh%pZR)2HVx>B}LUY(^r`^8ltOu>ocXB~?_q0rEX4_<qhUJyrBu
zU4ZlYej6kTsHI|<$^yCFNA3$epO9Wj*(JjfGz<!>dcfFd$I-=pH+<4&%*lKy+aX>m
zrwFO>Nc<^w8W~snUDWH3^3j;hCsA0-aOXx`gRyeZy1z@$ow^z5C`6mAZ_wITZyd}`
zvahm30=-5?d@Pm8y@daqu2j7vGnaWJ8s{UQalXn-k`xY-U79gITvHw=jgNVRk5^WJ
zRBsh7KU7?up5+1*Vj%uh-fKf%MsW|!7QH2yA09*Rc72i(7FTTt$bXZF4%3slL!!r1
zs-2=Y6DKgpB8M~U`1O$oWhMLKRsRBLv4GjXrp!|i*|`QkGeSyi045N78I$6lo(rbO
z@X|Ln!BZ>tQzuTigY6q&67S_<oc5QwuTO9+4k2({>q;!n!OBwpyIYa6fTNyV_($39
z-X^VesC{4<@{BI<uZcPLd^xM-N8!a2|2HV(pV!6_3vHmE14?8;X2IE_L4J*O(nn_Z
z16&VOX#~q7QhOXfTU2KEgf`e;=g5VTO|xj5g2N^4Tw8os{gc>0UcV21g9};Z7~p{k
z+CVPB3upWh5Eks=1kv6Kzg42*GRVHa`35UuX&m)pqh`a8P+Jd^<7A=lMMKf^?<i@*
zXhQP|T8>PKO%X*Cii>;?yh3i9s)!mZ&bvF8drd3Jj2>IhyF<;pOE2l5pcwWl01Aqg
zJZl+(3;GJ0$q3RmSPDLf;lEpq{kV+%&=>u37yYsq#eo_Pz-On~_udFHTp)F9pLx{W
zA56R3wO4e6q0Q4Hnm0>bqZklPsuWHWNM1FE?y&$nR_h3M-ARHEScZuQv7^Qpni#x9
z6MCWX<>k}+AntLoYD{B)F##F5%e<xVge~QQ{6+?;1$;qDMEP`)72JtQxe;-GQ3HR+
z4{=5K0`N5WgFvPmN<h0}PT7*(NH|^Z3bF;q-1>^XKx8VWN`Pe`p{K{`8m!d|Lni8q
zI$1(nClsn;`2^R0tDo`NIf}2A@hRp+_we<rYo4VY(=SV{&l|UO{7Nvoe!B#=xBg=J
z48~c&PV-L(GQxn1QrrPQd}I$V(&}JWd6u3HihZ^zV!^U5L%lJv2TCv#Lf1Gfe|mBM
zbiG!PB4_^|WL5{MJE1N2uMB9tjgq^8BulRY3ro?-I=>N^CETq+ceE7~HJ5p<CG_8o
z>iq;A?BD?blxo;hbxCnl9(DJSU&Qe@5b%?hNepwW1zvO7<iu(6DGfh`SuhGg&C-^y
zAKk_~3b*vDm(Oq8I&K)wwT=#KGH%p^W*K5)0)_`0B^tZ}Eo499_-j&nBC?gl6o{DP
zYd9Jc2@jjqwbaKb);hc#G4@&K*o?HkDa5^q4Y|=EI9puD6_PnKdy;vB<kt}a@H7rI
zV1?I(u``bmM9!(cd&s!zYup|Tv4<aK6Hb}bzxb)(@1Ip1;b6YN8a>1;Vq$!su0?XT
z-lWY97dUjXn;f@BmWvgZ-r{DWXW8vjI}))n327ZfW2ScT?b%wB)^BHY-w<GaFO2^Q
z5c;(DOXlN~4p{t)(4Yl^5n!4_j>UF~rSCs<!!8|QG~_m~mW-8YENQC=CZ}v$R}}yf
zO~Cfd({J}a!`<6@{1j%t=s&jroG6M^EXm3Opx0I^*V4@890GOK5Av+H>wQ(bPS!Gw
zx^diF`I#Nf9risadW9*rvv4$PMk`(b=8SCHdac{73WkFEPI6AOkMhu5A}FCTxErX1
zD4nB9mGkOuw=OMHdI*pK+;@780a(4D<&2+dFHH+l-*I3b);!P(mCWdp<k#vsisEXd
z1%%Ard~oO23K-tQVU6wQ)XHndd<_Z?S0snmY6I^rK?gfLFfj1)k_+Me$Co3%?yZT7
znWM5ytlaonS6u@12?pnlc3*_N9Nk}^OEf+{8G>(rKRtB5A&ei${{HAVMgSxuhrsG1
z4*R}ipDQ9*PyFx4wS6zjUa5y1BVd{FM6b$boLP78s2P`csE9xnfAB58@=L<J^aqK*
z4e_&Cv)_`g&<@grRYS^4Z3aB6Q~QPx@=@gr+S>%Z=T0k7jZokn+@_5uM<7foz;p(<
zPWvP4Zm<=){oMev7#WMejlYQfh;}_<s}>Y8ibNGiq<II<GhoN;9!zVV%T~zyXO2s)
zOa9NHs@*|t<bbAY{1Q<Q0U?1PKu8wy2RgxOUZ%|xBxHN75I~!w?RzYj>ky8^o6i=|
zE+B8_dEVBlejo+?<WuZfn)(7N^<gDWA3cx?V5agMIW6>(a%(upRx*1eO~ex#XIsOi
z<xBf!$B-PeWEaQk#P`Yc=&!T0wVOXN0U0Kbe#Y*@g7+_IT;&<J!RQd%^kD%phx~JY
zxals+09Hq3(hD0Y^YGEfnZ3d;0bqg~6)?3uYg855(Mme6J!%4VS5r3_U1bDnci$tP
z4K&>i=uUj<w5WUJw2WRpjyIk+hc_pUZR#L0HYY6-*11L!n9S;lkjKjL2x1aJN&^E`
zEb!n8g6}LLfz3?;j2ftABZw*Z!QJ?J=_wX#8J#GchtSu@_~k}&SbEJ)tUs;+^P@M9
zJCCon?z6AIzplSw191&8=6ZDwq#b7;{wSM;DZqsSN;$ShM2wAR780xJY9j^Gc9UJ8
z>va0_x?k5HdWbwPxNLE<u^*2%DzygN2x|~$)YmyEZ1*X>^Y|39S*R-*)zHxy7=UzJ
zdxH2}+$8s|oIJBU`x_fB5AayhW}H>}U1%wo=j{?+VpdywH@f{ov}Y(Y=>ArAi|YPu
zuYps}tRZY-`FnjF7Z0QK42jqmcy;$8<dWO@?)O7K5_g9@`E!4swg+|gMG1NiMi^lL
zWsK=8!X;>OXRAGYeO<kHqdn;fzb9V}_lz<k*8-SG0;oDH?9f?*1+SMG?Sf<vGI-H7
z`y=0jhzsq`)BtXV(EQ&0^3y0=w}7;*=jaFipti;Fyz7_;T}Ot=QHI<G%(o8Oq4nn9
zk}%}D@jX|5>zqoqV_BaHd>qhk&psWx$dy6Wi{)Cl`KPW=0IhI6U94t(q?|a10U=2K
z-+T6(rA@t1EH&()xoNfy%`se6B&618?cHzdaR~D8))=!}e>KVWBnydG)kuC38x7tb
zgoo8bF#uP^h9&i8o=t6L1B?5oNw+JKac&IlGYd&fqvAgq)dVf|11s~J!>x+tX0uP-
zGo`KD_GA(>s6@p2lhH^#q|Co%p18tFUTj5ud+6^~qglYo{gkRcZ#=Ka(HCQR9ve*#
z0m!Qy@<|>J2t%s8NR(4c%Fs|-RWS43Ti1M?86ceqKVf9xMmELESQYC-dwRwi(@abc
zQ8l8H<l+jXui<NnGUZAIxMeNoJ9D{t6&887<pLP-GLC|jI05$2{V4yCkyRT>4$HV;
z?22O(13iW2RywPC;3l6yG;u#JoV=x8IQJ~yD1R{NoGz-oZ(RGSr~X)JHvR70;&T4(
z6|$lAX3>QdX44jPy16yq1>jC|Tk)RhJ?k-=5_iMCtMHzSe;`*ey170vHVN%$(+@Ku
zasiv6%XM!E(??{R5MoJhu?CG%&VpmrAueQSiIs0};+BR3U-D9ehm;u|PsP!3`4GKy
z2%~iGoT)u`GnD=}rm6Gh<f3iHV5kVB{rqL9Jo}5H=}c6k^!aS^Jlnt0L2Y!tHl}*;
z>&4qZz?S=F2IkDcg3jVHwQMkyAM#adgwS0V!78V+Ax*2{?&OvU+mVxWHSR*eod_YY
zl;R3raL*6P^wyF{H2!u2NDkR>5;jtlZ}MlmoDAR0HX1-D&NYD%uOJUj8}=JefGU*v
zFxOlr9sA;winG8xHryabpo~E@z!pZXH`oeIDcBi3vVB){QB{d6d+kItgnHX_IT$8H
zp<0w+Z6)*;Boe_2xMBR6SL&s&0OHS|3P(dzwU0D-+Te-@-_*aOzlXQPsI{vE^P51j
zHUxckj0ud?yk%NZy82kRJU%gF42>hw(iENC@7Gn2Bo~unaT*M%Slf~HozQF31>FU{
zQVLNQuO&i~a3waACFXJtxlcQZ4q@LhUB<mcjupoXB0}XD_U47<^~A~S5a$!vSYyN_
zb*24IGc$l1v*%)kuA1&g#aLrse~%NF8O*<<-Xa1t6DN>ypFb49^l7y?WK%m3lD#4f
z2t+6=i4cYYrRwfb`W&##=H+yH2<J3Hr34ysDzq{s_t_D3INIYw2&`Pw5<|fGk+su8
zl1$dnCMKcI>j?HIdRSaFExu<<)8cHke43aAt%n!@)!6o`bEiV||FYu5ba6Ia*Wsym
z8ofxa;vMEmSJo?gWU44I2$kS@-TY;zr;vFiS_yk>HDWPkKFt~H!gL)nwk}qDAAAzK
zQVva|HC9heO6j}QuCAF_T(=qD4}4^dUWI$`cg%y-hDz>0lLplZrVhyUeHQ1JhHfnW
zx~)Nqz7lN@LY}NR5m)1FaI4RJTGGu9FRuL`KOn4>9cFn^<bv$6i;~~&GJF^XT7O2#
z@Kjb9^wk4zPRRJf%-PM$=1dFR4F}ZZ=nx??RGFFi6jprazHf>ya)aA&8%Dv}$~?^M
z;$HKqN?uIX^OP97TG{Fk2F8{GJfvBwKBqc6HHt9?({N&zc)07UjJC+#z2uMD*e#Bj
zFBCG?pQ?47%a+)d7QAhy3Ac3J;|64ww{1S(cInC#!09`urtu+b`xNl|i~8;<R!R-Y
zNsKgG+r&<HI0Luqc<F_djU+nf@@%0{R4aekxU+G$5?O1O-Tb0Lo{SIN5==~`P^DHx
z0iWK6SJVtC8@X!{a#AxK%@eQ7Q?DQxmesywaRcv)@KZer(<Tw);;ZYzkx$IwXTu-S
zScT^fOCc}h7F3?Ojm%at;{R^|H$ce0WS;M5!Co0}Ez5(5zC@wdVzpXSb%^B<8Skft
zRKXThH9;3_%9R1Q^*<#)YHax!k_s>vS~L>3?#7mX;D8Z7(#&i4^>_TjGB8YOFtick
zz~7_CyB@EG4k_Q@Q71a`lT5j=;{%1kFg7+dg)z5)HZz^2C-}>OfuCKEMUQ8^x#pF%
zF?TL2I2av(E`H7zyS^QJ71npM^|4s=MdbKQ%*P)v9|7|7&~rk-S;67kFB-l=vC21}
zUm(mESMtvY&xlQ2ldwtL!R-)siCtWm@CJ86=;a1{?yVe1sY$8R#N)!4!26Tj%<BZ2
zAtj~w1Br~|#skC^2#^4}NY3lzSRi1d45gGy>4)`wHmfr^-P<i)pfdKWEAj53-Nn`s
zF%6$-auEUNeKjy;(p<lZN_?oI!W=fmv5BA^1i$DPO-q6V5dVwHIP`$a*;IpH=Ev5|
zK3=!4;n3HbTk9)>CI9BTT7a9luIPLFk*trc@9MMCO4?mXwk6pTwrp9pVl6h%76Ya&
zFgT79I+O4T7~?vS6sO^ncu1iMw1o*^C=e(lm<AVNM>dY3Z9dbq32i4W6K2{%<4K?i
z!%XX;rHtj?T^Z`OGaZfncCTdl?Rn>(drq)sb{WfXU1Lui+D<R{(J8iN<8OCe-ycau
zJeB_H8eXTle*W77UoHVwY@514#X%9QfY;9ki_8u);gI>bz@GF7_N2hnlGRKT*~C2Q
z-t6A4+v?oy{l0Fm^PuMhdA9hNt>1H=%&G@%qwcpETanAoI9%i$s?7v(fMV<nOZi9w
zsdBh4>+|WskgXa*G<#QH47Qn<bWu%OLl`t(4WW_sRdX3*%=+#9hEW0`5hicyK6WsC
zCo-AB<OTR9O#qaFSamg$O%#X#zy;FDsF1oK0H|P)QKA+X=CN532o)9Y&yRg;-JC7i
z{IAZvdTI>MJ-a$j?p`;q`@N^WCZ_4trDgf4UsUD}-Oj&p`|t;NH}=dan>?1ke0gmT
zZvDfit#(;SZvbvFrRz@&BMM?h<Kj4-E3A~fiVrFGQZZa4iF!~^Elp85d|1+xgq0)-
ziqsNFt2{TYlGy{wI092wgI5oEwOH%aQKR@C_^BYG$)5ArOJHIY+EfoYO~GX%lLARB
zSQ6lt%&c)U@aF-mu!4+|DlpIBQp^h~wTNFLj!zaXCJyAsdcPr+(+h-ujs>Wr(ROfg
zi=cOI0vqhW+!%Ui7zKa|Ym7;?X|2B3-s_~CbbWEM^ee^lOPAos@dkRMzbE!Q?sYux
z?+xvY9MSa^A9VKx_l15KJ8kTDANRi=I2#+lqx#X}5#vSo=Mi7Pp@%0mC`;IL*Gz}+
zs*3r3WH1^C!w4LE8GcpL6*%FXRoPFD;J+dl)QZ#03T7*FjiDH}3bg2fDVw}gz+m#u
zG(Sw!qgH-)Xd-O;w~0*zXL#(|!o&arVz;SPDup9*iO8;K`^V7n4^G`^OTYKZo}nMS
zzwYVoOxt=c#O*t<WBoS|wG)3|J=A{uZ|}a)b@hpkm*@3fI@!7YyfN@v$I6Wx+M1I~
z#v4E1(b0RfbICAtSOZ{sOTjdNemabJKy;x!>4N5>gyx!hYE1XOlT>>g4x5K;pj+sb
z-e(<~ygOang~N_M*IwZaeMWcM)bHqbpA;_8gI@De*|Mn|tb<dDG=;$N^}Q*Ih`Vc`
z<qng~sF>~VG+#3lX13ITy_kS#%V)3Yu^!kq*a=PM1Ydh#8o~*=wQgk!SpMGzlbK|f
zCv9zFI({MrN&<m1DRft%(`p-5E!c5o$wPBOuN=jRvqw&k=Er`r22Z}U_Dh?7-nk?w
zIefOz{HuFB<`2Jf8!x+k^q2Xk@_(LNPPAdq^^RxqL!Ug;V=p-WTZEI`2}#9{62nLZ
zSp})}Iatg}WI3nlHoyXeVZ02%I34R3Pd^f{;=WCv5n{+0*EkzWL83{ePKW9n$|2K`
zI~zhusbMnG5Grqwi?9cOeu{9DFTx&pH0PY2SHZuRG)T?g-r~g0>0P+xm}ejcrDA=f
z!RECQHmC4lFJFwyyNPCCI|`IDH&Oe)*-xd$Lxrt1<PWT=Qj--_QK~f5*wW<aAYW_<
z%kPC7?j1}u`>X~{wa#P>H8#~WZ;PAjWX#@$Ox91Y1wF4sXC;%`sdm|29~OP=qUlJ9
zF;3>DKFS(RaY0$l^7=<9Xm!LdQdjAZz2qV46nRE-QlOl^N63}@E)C^VbJk<pBufIj
zx+F$iRIX7!8s*YlD@Sr{%=Au4vpt8UYy_QzPjpJU;G$@xH9|z3(IdmS=03?ltBezq
z<AopvM($H^#qz{cl7J#oAm3tbExPaI<c@p*)U*YrRR3{=tAizvVspg1VfoS;4<8f7
zS^awtz7?s@k8W<Ch7d2@lEY$Ky1BK(Z{@7>>_TN#`SLwK?rdvX_NUYND}X1&*)W{+
z)FFhZ6$)|z{5@$K$sil$Ao(IeE2{izy@;b?T5J^`6FbG{#Fxc`;sx<D-yNTh=4p}k
z$M|X?=AX;W6_yGe+~dMZ|0e53;WgnS=6C!R@%Mg9P>5M$%q)&7M-f-l9p$J}$ypx{
zN|yS#B_Nuueo=&!Blxst9jE1ZK1aBu`2z3ZI1Mi1G;YSlxkZK%dBMu_f@l^Qv!@W?
z`~hn~v{*C(B00BPtJM^df=M6*B=U^aPnm-;1~c+h($&YA9NF}y_?#d)UGm{8H6cef
z4kEdNrYk6io1|ha8SCQ)9L23*z;fiG!Qd`YK)w<3VX|HEf)knWL^ymW9G>_zoRLKr
z4m2Z&9(bi?qjL)`<atyiySx&xc@$hYW+p-SUG&9+J9UXMrKXLklsc7CtRQd$$w9FT
zlZsN?sv#^^S1D;R!54H}$&a;)Nu<21iVT+73w4u!(b;F0b4H!kn16O>)DchV@}0W*
zT^q>I@%+<xDZTdI{#Iuh!?^<iw<Y53K64?RaQG^TK!D8brxxY2lQ$7L^&8;CFwA)#
zMNk6wNt@IV2MKc|mJXz2t+Dp_lhr-d8<O9R?b9AEI}$sgeWScTmZb)@qk)St%d*JZ
z6d@!kDk2uv%2}`raX3;@;bC1?mUU@r{LxBFs1heC1+Zn6QDHZnnP9<$rASCbD%iR*
z7i-jLN-L^z<d$q21bhTHp;B_oph_~C<=}8BYjnVh?Ssk4TNR(Ua^zg8#LUVkIlx|G
zf6bCCd}z>A6Js%(!`(x58rII%X-9B3X70Orxjn;~aPuR}hY<^3={BY1zsd&f^13x!
z=1}g3D&Sr+CFNEPx8a53N;8MU3vW(z-E_*nUj8-+2C|Jsj&vF-naNv5<t5t^x-$IV
zhp#p&$DC;yDEoTLz{amWy!>3;8OTk2R#(@CS_Z;UY=q*Vzf3F>%IctsGq6ud9}}2l
zmB1%U;YZm{1}FF`+l=4`ewkNTQk$?86vZ+<;6YpPjLT>V9^ZWNvDYv5{EO~t500X~
z<NNz<?k;<;z1!Q%y>{=pdym}ZE}L8uE{0@7ib74qRxP6#J3s==*dho<0V%;~h-B0;
zt)R7*QY$n%wgP$a(4iomsck9KI(BMXrJWRLdBth!Ob2r5_qTUR3F!W@zrDS^yX5zI
zemAapeZ$v(mS-(@330nS{_j9toBdd`c;?qn_DS>dKmOMIAAI)GzF=AxlUw^*AA7eV
z{qnNTu~lxnj4gH{+DF%{DVLK|r}1##>J8>=%dE%tZrMqbwzzZpZ@RtUEHUZ@Rg!Ei
zrWV_S`qie5#xB$2{$ATI+kR?<8Zuk<alhoSo<(>JwW&<0G*DU{3)0Rp>=?CoxEYG5
znD!sUePFZ;4#xV3T8H=?HE9KcsGOkQac5Rg`P?1>37zrItp)2P5KSe)f5$<ZQ{zny
zmoM4Il}a*TwIezbOVh+{4aEjjSFJCJgeB6QB{FJ|Te`iSQi)Dlw6^6??_107J~!6?
zr}oU+{N&Mn(^T&jwC4{ix751bQn~Ko{Nl9@4=s$X*gAgf7pE>hx&7yF^k0AR6ZDgb
z49{o4V^30)?sd?Um#UyXJxmGH7u0GyFlVW6Q*3jxKQ`>wTX?Hz0d|VWCkTGt$@9E3
zlD4GM2wO_|bll0?5=ZE5l)gYw{SoA%GSIXcM{ZpPWqcnBM`%Pj>4ifa%Ojq!KF#nh
zK79-8*K3sLf#UEze39y8RZYNkUUldAoB7@jX4m%50@0y!1G8t^_8eYoy&D)AEa9BI
z6_?yZMIF*?3-(s3t1UDqlrp0O$bpz2F57S=|F1JsCoD^Rafc{P2-#NDmj5{9<h=E-
zA<H*551jpD4RG)~`OjW`=GyL&r7||##qw=*c6nW_JbImZ)MxYSm}a#d-G1icKY)MJ
zzlU9CVb|->pt?`>40-S~o|imtc<3EMZ)}&ayJEj@f5p*~VQyF$tuU?@x`bYe*0DUh
z*h5#VK4_}WoG0vXHhO)CWhunkY?L8owSKcyG>8%eR61K%_g+R!>lb0XTqo*%PrF<b
zUeQ;QLMb^ZrYM`u4<RK<a$P!w(^i&srm!n5mP+&DvSiZ_8q^5alrbQKFz8cV?yL`(
zJu2Rj^$ny4D##pF<`uGgDy~-G3U3a-38H<I9i(2d5vXMiY6(f?ITP>7N`P87d94|q
z<dO=8S3k$_k_Ggog5gPH1r|s}7Lb(~o&+SgfdG@|CeM)ulWd#3o=lEs+LPlmT)0g9
zuHjZfw5Km$qHO;`a~AEL!ljmWJ7&kVWHItUnVJ~s2w_Y#5-G%Ab>Ze*Iz{S2+G8>3
zkrBN6)op#7Q*wWti_BlKy~p9Pf8~jj7u)6TYZokc`Qn^Uz9Q7LInDIxdu4++++6v#
zj-I-3&$>L{m`Y|n`KIQum$&YGE58GX#R-WXx@u)Mnw0a0(}5Z(?dAxhP6MOv2S#Pk
zqG4y4wKpnc^LwDr=&Vlb?&$vLyCuW+(Wn7gtrP;hfiD&d;Y*q563b$1GMVLZF*d^&
zC(Db@5*f*UNt7v;^^1O96#bdBjMEmY)hXjLXQ@~j_lv+4%AgwX?+l+Bupu@;MJuCf
z^zP`os4nVNs1I4f2tUN2nPbI(m=Wo25s8Eel??oHr4cR<T)%+`1saG2_{Adp;*1H1
zfWLT4=&f%9=-1Ce-|%J7Q#aszEAl%4`K|9m1Zr-PoCA0P??SWrKhn_|q&1+w|D%IX
zJl+(2F3x`Kk)f_&-NWW7K-e31_~fgix4P9_B6LJei*xaQUCGq>uWrh74YBzx`PJW+
z<hViBTqDs<D=X)DWlqiyHpUmU*^H1@&rhG#{RYyimO81nIv`FYOODSei<JksRe_Dn
zM$4x1uH@6^U4ap5m^tG7*!WT0?h6T`&&zpWAgID7&TjXILwwlIhC@EDHzTt+fH5AU
zv1&F{R}a)?XlsYe_(+Ns!>qQCItoTUk1|1$u?hIq1WB_*XI<xmT8xntvwcodjA*Ul
z($u+j(m5J-l%|tbA|FyaZZcttxNvbpgS6hxb7YGhnpB8t45TI)Xfn-87y=JAdN%S-
zbVixCU(WyP)N3a`sJj1wl}>N@LxKrsjcvDk?9q;Af7<?0{_}0$`|DGOPQCb8rpyx&
zApP#UQ(Cb*|CjUmzrUBi#060MqNL;yV=)v?_@2rS-WJ=7n4Wjg{69A>t#r6jL`fe|
zlzuBHsTtb7nRAC(M`MDVSQyL>!P-OywCCZ15A(SZ`Fs`bH4gJ5UizM<E@M}MzL#Cs
zf>9_K#8kMsIl>r`(GK&2C+HPD<w{a4XX;UX^KD{1gJFnpb1u=Hh{VN2u4<kLb)EAE
zF%KVZjzs)Q6|X2&hzf@y8Q=lsuFvIQn84+UgvaA9Re}rRI9R3FxMnkm3}XisM9)$Y
zxUQlXQXHj#XIIx|6;-Ywc5o<}&T4Bsp{+1G)+nT!b}R2F$CWe6S!F`eD<DYKxPS?|
z6jxALpy~4wO`jmpqE(XvWIC*<Wpb1DRSbBxqWU@VN>i><RBqv2*59ObvmWj4D9Bjp
zcIUJ|#iV`W_z34{RAyvdJczn4PmW(slHmn(eSCI~A!n`37Ka(@%rIm9f??*SbNd(E
zG87&EeIk4~(9A!0m|~|tIcUof%waLXa==mOx1m`BFhmUn*3R{Z(3crT@p<%L{OC%-
zlWjHPuz6v)(iI9{_1AQmrY5Z58Jst|d8&VlnC&Q?x@1`bCgP1wh@P4@Gj^F;f|)YE
zgs-9{D{6^X$cS}@GF{hyyDAlpX->iku^zN1zq}(odn2)(uI|VdALm1<&A|2J6h$ur
zuKUq<hftW!l@V^Mz-=nP2JwBaR~(0YbaxP8h88iyA<pd(Ipl#VXgAtKyW8XOGe(|a
zjGP@~RLTV6M#kno21N7#360nRV-d>)m<+Rxd4bU}fI0(cA57MeWwg46QKPXexmI2A
znr`MebA~y~Ou&=C1xAG!V@Og27{<i}w9eqTp))`-Ye132P@RnWKgz2<wu$qM-+Ske
zyR&1Tedn`%ckg}KXP@KPCW({a)QgWn2_qEPnnGa-rRBS6H_!%!wgV(e*OnDD)T!$>
zwyLlXL{|o+sp$&cBv`e7_R)Q5-9NB0si=#(Zc{fz6864l2SP#9CdKdL^LL)-_xwJh
zfg0loL3D^M=!l1E%rrC^3{8A>O6PHPA<8r%>OPJT>i)EBrSYa%s>Wc%GEI~=YoA+F
z?)7emK~QEKTX3H}A>0Jt87Q8dp-k5SdmEe%-!QAgTk?79_Sk7cO$1j0lW&Ix<+hlS
z`l~8oXaoa}Rw!BT>&YI=6%@6!gX&mcmeRaC^@Y18ez8SMrg${_*RNgltVXlX662={
z0{v4#u9mGgst31Vkc;$r32!#xNu&?KL)MQi|D)O-`s+c;PR~wn(kR0;^#lOGOG3aQ
zeloL=@cMkJZXyCR<8tIj0mMpjXMoXd+tfMlPM=u^^Bvarwyv+%H|vyMr{+6>5F;E+
zyc}}El@R{ku+m#z5(1&5t;cnnt)8Y9HizB}Pq>}`90uc;xEW@ziZX5GW4#@o-tSOD
z(}yu$fYE57AFB*XRY+k_K5eG0KC-9L>@2yE6ayOui!Zl#%zgLSFFrm{E>t8VqZijK
zpJTRv&8Xh*U1WhzeP{C6(G}bGk1VP#?au0ICKNN<R_=WGha|a0$;|ShKK~p!v)`gV
z_krJ^CW_eI_SA|PX@N=+ubb5p?%Pi62yZR!Egmj;?`~UG{R;c-j<4SF1L76-3_Hrd
z7iOdRruaCxL5t;7*%$IdUtCSVc(#Ci+w8syob3f3=oPsb6f>FyGd-nl*h2uIhQdN9
z6z(I4RIwx!2~aGBN__<II_RV_;W{<X$rssT#v2ZYip5faE1-0sY67~=?&-;9Gh|#8
zeLgR()@+UA>J)JJsOnhRa#+>Wl1g1r|E7|vs~a^&jjJ_w!?dHrhOWV+YGdit=F+K6
zB~TG3sJI=1TN?E0?#+0<xidFN|2o;z=jd|;G8p*;H%>(36@YHj#^Zlgf?H45?xP<&
zS~9r`fp<Zz)&S;y6<^}QVF{SFpC}e!Kmk$g#H-qH{NQ%HpSrQT06mBSHtlxE{b1?J
zZL0&5XPG-IEZs3RzSo%jId0Mo2Z;4QkUJL&K`_bIw7i|&1pd5QjanHNoMig%?+lMp
z)Z~?C?y@X@*-#Z>F*rU|d&tVzGf00`#cp*a;*(EI9RVW?TBTUj^jcOhYqHN^$8(k-
zJSBus8!%2M!zXMqdXIP@voE{PK0>@kjLH724QRCFF8xQCCiBybK+{Z0x9h;?7<v&P
z5dgHEO%a|}I%hL9M;s+=&em<pKG&K&gA{>rZ3&GiJ;%^-I_H{;b2k{>1q$5&3hg?T
z1g>uKqjxuwpKA*mp1-mEc=kjM6TqzuF!OZd+%UE+D31z#$@;bTPDU!R=4N5(JBe!J
zD~64m$7kYknbR`w#y<C16c3I~@S&x0tDvPmP<s|d*dUpshZjrH-21W|sqQ&2*jHBi
zB{Yse6c)ErmG!eSt-!L<Ir-U%-wmY`VmK{#tB(}$B+d|oe=V9sJE@#Xk^tasuOdZT
z23D$M)TFy$zdRq_t1O2bh*9GY@L!P4DnEnddiW$9gH#5Bf{9q0n1v1%-#g(W=MLWM
zWZAaP4jHxwfdbH%s~(^hs97)~q_Z&NnFZT<n4zh5(iNyGH+dfYoj)Hzjm4hcb@H;a
zsl9++NiiNs@sa@fOdEQ0l#RfsrQwu_m<FdrKtf~+SXGh*Ns`e&ky2zqQRG5fTS`*}
zO;e*huVgF>LWOQ8D3T;dr~pdRqz+q_RE<NZI5H|B2OwdtnEU;*grSgtW%pX`b+1nf
zUAQ3ih?I3{m-M1UNoUA?L?`OwT|^t=qJZXbk+S9lTgqDV1GMG`;_5`uCuuu7q_`HB
zv<|j<-Q;qU?s_AAnfAIjJSd1@u+5;Pn`p^{n8!Plf)FPqW+u@8ey(r{D32{DwlrZS
zfo2a)bP)K!$V7|-h5-+Zm~Yw%U^F7O!H7g~1u5z}0l6Rr8N@Z@(_f-^Fz^s>^ypVb
zIrEtWGkKns7ui~S+l7hC_O8Ec-5Uc_a{}_3Ha!KhM)lLIchS{1Jo7BSzh&{~Cyor{
zvjVg%kz4Ts6}@`Gvt;7*h-G1O*^%B({liT7EsWr|u3hvc5Q1~y0cWe9k4J5xJKCF>
zPuv;pk8LD(kVg`ML4I3eG(qhFAP^1008Fb8<}4I}SdxLPBFa#~U=m`207xN*A;d=o
z9uR!gN~cpIHb1dkAi%O1IkdntBHwC9`IyLo5?`nK96@k;l$zjlBx{baS=cSSD0qZA
zRXD{EFQl<f1w{M;5x+phVB)d${mH3Zq3l+ecB_+=x@zJQahG^NJT7|0ovjQX7vsFx
zI)k`yD!L97WJ>ZMq5EL!(#+UWyG6hLPkc1?cogVNs7&M$PKaS-X8@SNPR&%2`ndiy
z=05-qzpIq{gDn9t8k}d8;<_>Q)AZCQK9t*s*r{cR!EypjgO==yRRJ{kKT^^I-4^C4
zH(G4H`jTh+#HrPt(`f>>?WB%Z3ly3;Nj!S(qW7$Kgy0C1c;!{yL{>YFoy`Jtr=09n
zdd+#s1<HUqNG=cEE!-1Z30JA>Vh<`0YTNinmB+Qc!hZO??>YWk$~WL>>`iz^mHi=_
zCnKE%C3VtFyiV<MB0)!}1f8L-pwqv$99);u@uLZkW6Y^}P?AN*P?rZk=W&u<o;rw+
zZBB#qx}ij#8~(^0&SehQ%h)ZBqfOg_=hT6qB#<8D1d$btcBkVe7G>89qUJ?Wcc~A*
z{Htw~Qybqo^qY0BO#yxP+Be@A7&`d;XOG|a$V&&kBU}IS*gI3k#J)=-XTcY)Jn5{t
zICkN!{eN2d@YCRE{i$CQ<h5TSef>Au2?Z%^*-83Hk?c2~vYs=(X?@rKJ$=mos=@kL
z(25avU$VDMCvwIe#(eK``!VY<dCVAVdEGc`1w>>@B4(KDga6^X>|>j_&p7`3-TCc&
zez_ONXP<qs?_9^u**?c_1QU~73uO>e8VIZu2r6qRl!8(~rKAu@%Ub{yHVR`3VSSO>
zm5MHf5E23uZA05SF=-(F=_*xJ8)Ha|I;l*PDq{BgoegYMoh;?K^PSI%zt89SKHs?A
zF2&<C=S6l5grEdi8hLV@rfa<dVneXoq)?p(Y`IW~1q8?1>{7&A9~Zn#WSra%Oi&nB
z<JakN<j4ZSpW*tv&^u<BvRCj{O!@VPrrc?`vbW;O-l{8mtLvLr_ZjGna7C}qKG@xG
z=0P6))b0BgUBpwfg)62f@Se^YKK(s?kGJ)b)m1WvVP^uY?}Rd5(Je@&*n{TIR;@Y4
zW2q__SfNgMul;Ff`R>u>KUrHh<pulXO?pj7!;N@x#c$U?xo&vn)@?J<-ahiis$cgg
z<pVp_uxg1$=e$pv_NOD7dGcdv$(a=^H?g>@SCre$7g1M7K_h%jpO^Q}Fwbc0VfHfv
z%n9ZqW2=V+P=LkEw8kg3Ihm&$7X>@Q3+orD^R;E!rMWKkIc-gTQ+#WFSN(zP;rOx4
zS#>;nAr~lMJdzj>3LW$?&`#H!hd#6xL2~A4@-N&NSv%~a)Alj)kWN`gUGBPEEh*q7
z-ILY;1%X$Pgb08hAou_j#^B&60EHxdLh+8H=OhsoP7$#nViv@eQws(s3g$$?oG9p;
zg0Ct1jDlitQiR3taB>@^D;Dd8*XjgP3bIAuYnix-=$X8Ota0)t^H+#>Dm03aPN36l
z#!<?I!4V9tkRldq4Av2aJODX^G+^St0~qm4xja3eT?B>I-N)w0tIB^r{>;%^%Oc67
z00%z33@Ld0cZaWTD1TetGKkq*dg$nqPnK_f?@;I}?Pz&w33GUdlC$#xI8%h;J72)-
z5N^J?`ETX;H|AOQVO+Zpel)u08q)RNRYc=^h{igQf&27co0p1})Y+g-ZA~lzYrq!p
zYN#jmQ_Dc=BlVncNxh`8A6U*<2}{r$+?yiFSSDj~@J`7=o9q%Tdi;`Dr=YZzF_~(4
zkB8?yvZB;tc>t7QeOeRiH3)%7)Hxh94Qz@Gfhoyn;~t(#Vj62PP^ml)Kf}S=O67g1
zVr6nLm$`1jpn3>?gx5K`g&(Vsh^tN^6nWk4Z|3pGXbx9{Oa5_R5x;kqEAog-<1+dd
zzWOc3CG;(QJmfL?S!8T{_R)2`YHC$$t1xZ!$V09lZbMbJxd$t_u>}2JZ`;F^dM{VK
zOeQU{$~N;zbh0*9=(qA{vRNVSn+oh?$LDSBuLzR&N7UpubgNj;ha(fdxw9N_{L9Oq
z4ee}r?j?G1v7SBo``+Ggl6VU;<rmr;RUc=IMo9-NrC%j;3sRa6qaW_w@wrsqcxbUD
zN_;_GI?%nzhSUSDdtaG;h$cW2T%_;Xm3%!-EO#z<EqAYRcDuUW-Au1@yKB393)7eC
z(*~W#U4w2W4pe78wJ^0x?n-U7ZE<bT_S$x<yHm#;1Fiw)NbW=Mv17<J<UYx~uboJr
zgP%GsxGpin+S&9St=6l}r`sJJ&ZVh^X^X`pcv>B^U9HSc&EifuHIp?iq1m9@<6Sk8
zuVuN0B+f$(08m74vesNa4=5(V*-wTW8XAZObn8f@UkUdk#Ge=m$v0#|u53EE4EqCl
zT=jqw%ctcQxlbl#aeCq;r)vf73egXn`XT<{+u#P8h3L*vbR*D(0vLx=KnYGc)$7A8
zg2+d4jG4HTz?lp;O!d4Iw*u~siGMH?xS#_ZD6rfcU?*4)*9&~EItU8+SRH;9@@Ryh
z4nQwF9&%))qBXt^;3lvjqsDW^>UvqR4!yafKa{@md{Ddo!PIPM!8D7DmDFI}YQ^-<
zj@55;z{KKpS9(gTH^jsyIRyVbr(y5OcVC=2wc~16X8yAW{y<w4fgo!$<>pefXW+H=
zS=-BBy}NYPuhw`I?slaAK>*BIG$~}5&?6*f&xtH}#0ib~!_g@Dn8|)3+%FRhv_N>C
zv;jMiaVTMnG6NdG%lNk=Z8{TR?8u!fk%$V~188dN9ze(!At3BLXA_lpfT6E(M$$o2
z8a1I+YNWnWYs2|U<nf95?c&?w5Q;owMD3_TiGrxuSDhnUK^5ML6o~{*yP}S=gAtj8
zV&!?9aXQNJ%_81_tDZfPz(^y>5-p{>C<K;DrTZ?Oc#ZjIC-kKg_~-^Yn3}i@k))Hw
z|Hc^^HeRV@Lp7vQ1RC-_3@0#xhkpbnO_uIDKBc_*Qu$6!pRYM4Pt)Q&RZ6SSKmV13
zi-S>fTlr^CH_wR%?=JbIzAh7u`q^iHO#Y^{;YFm&pHarxfpp2jj&mS%@5^B~-)zQ?
zx(*#2iJWnaIL~`c9p(k0jm}*WlTEXwi(FI8L<JKu0$K<O2Esup08&{A7z5lwQMGEy
zqpGQ}qC_~4hvPf}QAA^#aCJo~H^V*_F>@-Hi>Fi%qx5q+8oQh^sQt~j>Q1)U!0B8&
zM=~7bE|Bv8g=V&jesh08HMEQ8jhaXqRp&C(@?jOKn{$*ZZ~}TZGW?cP-47#0ML~#2
z>NFDQ{{+y9NAkq|y!pMOwh|z8*5jktJcs{yI3;Xy`2mJ9fg=UPxfAPWbrC37R!zE@
zsP0)PVqo=17l9Zo<nNE?7<3TR>BVyk(*CH`apvgrgWby_n^V&}X*fi;&B%t{`oXrZ
zPhI(zwuN>FiyO^tQ9^3%Du?^xdSlNo=I*(*3I6<8T27mzQEBelGWD<9$8Q~Jnvq-!
z|Jap|)>}{#1Sns8W^mZ4>wp4wJ8SdU0v6d)!|DvdO=YLoH2I6+qCA^vV|&@H`~mi0
z&2i6Q&BYqm%1~FB7-WCRUSLU-Y$I5Nu#(61v{W!o#ei`-tW7hjo>U8z+b&UJI3S5O
zXq9Y!)+hPh3}g5@!ve@MOhgWQWH~%`Z<Ee3Kn{z3KSkLH8Bl2!vSY-))66z`oNPw_
zz!U!=yy|0{xX<wKcX#of&p!M7asG_$`0P7h;$S<8?bHzB<D*mf2q8eAG)-YNrGTJo
zpe^bO9c=9)LPkeXT1Gnz6=PG`R7ilCGFqVUN2N*YDzvFpwGSzppi;!N0-Dyw+50;u
z9o@9e&iTDh-Q}M5dEVzahe*c|8P!EF_;%z6aoB?x<d@B5y8Fyk-^{#)DSPkEcpsWc
zjLAXf-y-AxgV_9-<GYSG9it8g^{q8LG!bR^7&ad0G77J%Y!u=(&bWzbUrT0iO*Ku%
z0BPdUSQ^6+o`&8;c46H56t|!w&Qo5?nt3kXvYc|P_SjQJD?ZFOg<7{gJIO?t&8x$+
z+8{W}^`0lb{5|#2GpUF-s4<Gd*aKURfAKe9a2b?!H6WV7yDy*=F!#EvAYeOXrLC-$
zvs>+g-6q(F@i0Bi4s*l8u-#t5C8|W1OeMC&{g^LVO4gE4vX$(ITtc%>LX-Sf-N{)O
zsWJDtl<9T)6n)H0@54j%t0}qzZ^qjwnzNfjTp$XVYMJ_w#$r>5HGoaT)KDVo5D_B>
zG|}M*M`b`(wqt~1qTMZuc9h8=6qaLdkOzb_F*|0On=&y>v$E{h5*$kf{2Xd7QwPtB
zX2(aexjJKK!;GcAubZPynk+`6P5e7}2Ue>ZjnjtQVz5)!@FXmM@uz(T>}_p+@KV4^
zOsL5XPUCK@4BB>A$xcL>9R9D}@SmMAnuY(U?<=C??E^`S@52|qxEinSw_vpT75-q(
zs9$5MKlwP1-{RW6@mP9o<!ry=4XMlc$?Mjh+F2eszVl#WUN?{LS|1fWwIS-ac=Hbu
zo)E+=&TOx1c)pUaoOvM=spG9!Q7Ef3oZ5+p@r_+=tfH_rY(s7RV<dfLrf$+#=zZYQ
zbNFN3XRhO-Is77iv0(%s4jyVaocejo`J^R7RNrfL7f*OjG*S76#dVZb_UEiNS<BkU
zu>!0Vy<OgQUV3f@TXop9>i*mX&&TRbmBtjqAaIq6s!CSDlSntKiic^E8e2kYnI6$y
zC=r)s#A=9PB9iKsBsE>0`g9C}Te?iAAZG<ci<H+?Nfd^xm+%6_P&AU@`RQM(zmRk|
zPa>SR#gr_PL@6WDKa?=++B3Q`CtadOAg%3%<QF31lg)<6xn4Dq4eeQ(D}`={s8DlW
z@=AHW`Tgo#pZ4SilgUNPwIaD_42HN-ebd_z^Nebr-VYBFs*Wq8o*{}~{jBZ0btl<3
zkWAizX?|~_YU>T#mYf+bNl-50-^L*Uf~Rv7;18xo0m9#)(U>rX#B0|`Um;MM?L=|<
z(2~;)E0>&}-Tm-G@1fk(4U~mNo4Sb-Q#T)g4+u^Y_W^+n%TMe9gho?!va~|88Eei~
zk|@2ctjwAyV;UKHL|=K|L-U+fkP`Fc2VZGVCOy*kp6pt>Xv=$tc5Iy6Eyb_v9UDsv
z8@KH_HJ{!$`Eajb7OiG6)a%={Em_~Re95VWP0wv9;csqPr7zxI+tyPV9bDLT{C9uu
zSxR~@PkOKB0P><ZuF=KbAm(_?n!C}Onv1oJIvt@%)pdU$>!`sv7Wes(_d(ldnkVD!
z^a(f`z&3<51bclE!R8hOTQnXnL=y}vj0fTti=b#WK@6Aay}F$RykBO2!%`6zvm1QB
zf+q6fI1=DS4VkP!MwON`ifR;cd%<vmaQn-`hr(Y4S}5Z==M=#!D14cUoSANz86P-4
zF$t8vH3RR&M6rr5SH%}Q4Md%VyA#PT@m;{P%}8c=fItb5(s_b}<ffRIoWNCkC$l-4
z*mP&rqO(-j_4O|=dvds3`E2mD5~!r;oh2pf`<Fg+X@75f->6!1V6wA+@hiKJSFVf>
zFy7~+fZ$}+fBe05FK&M0kxe5n!DMKIcfS>QuVF#|2ILJ}Q6oPo)QFRbl-7>g@$8!R
zM7uUj?T_wDoT5&|&qc=KVgv=K0OPL-BqEyWB^7@=F_btNr9Cy6*sW2A;lf5eMgczN
zO4{2Rr2#^M-%-ZQ*-)Hk6;O<^pjd?ZsV;{LN`kha58O}r69NE~7K%cbuufp?LPVg1
zK!Z%M3!C6j(bQ#HXZn_j*<(6pI&Hda`p{Hk^4BL<8xaZE)p=`~SRr*{VjSLnG6@KP
zx)%!K2YuBMJwO-}1;(U+F&AM>-$Y@;l(i%%0fx#nIh=6=hiQVeQ&l8p%v!#c4sN>f
z?19oL9NoWdt6Ezhskf(jS17mP^1>BQ_jkVb=qJ0MIX3tstX=4x-`*%|VOQNOw?(qK
zhrV;<$i|(Wk3;_hMVVF5|7kP_U)7JYVeFRu_M!!ZlZVBk=i9P8`LX!2xvWKRZh_6_
zTsFuDESvewmOt`;u$YQcm$XjmX<`0#nLIn2&n*fsn$wdS%)N?VcOQ{XqVu@Sp9`JM
zj^%8t5LPk%Jcq45IF%>o8yC&hmE2rC7KfGEoZBtM;;QP}%46P=uBc`FxvpxdOu94X
zZYgBc;Ou<NO}hy9Xq2WSF4gUFsV(t3wosn>WHekT5aqV`d^U@#O;cSW1T=a~ecNRr
zox$hfIh&7WEkis>NO^ej1xK@d886UzdOSUXT%wC|RR!Gj4hVQ2dcYQh9tgri2K7)p
z8?4fm6x{);emjVR{x+A_)y6mf^y{ny=^YrKyhq%9QoQpu@hwi=PfyY+P9na9rPCyZ
z)-ia>8APqB`2Y-d(BR~DynROC!Pr$}*#DGRm*MoLNloaCj7t!+s`9g1hgopS%jJ$k
zy4)B}9Nf8L$<l#$-+2Cs{4#Zeg|*tHs5ci}TzH{!dwyyY(DT3-{p-WLQ}C^q`gdg-
z3+s3NY4x1Jr$_LLEj^7b_z}gU1tgn;RVH`n%PQ;NUDAcG65Z8-`vbuJ08&sz&)Y?d
z;uC!egE*0+oGZC*Go_guln2an!X4})Zjrfz@8#BrJ<1{GP39-AQRciNCdg}_tLDsd
zt)s}vPD_z9bLN^L;>=PV8Vc$h|4*)~2DXi>j^Dex<YN15pM7VaolEchc^^JI{)o@1
z?bN;|ahfJ|*DkDGvSuBWwd)6^p#vJaZj3QHRjixZ6^RK}O=TcpokqGASK~_%CY5ah
zX-H_A#3m6sMzH{?RGPFH-aFfAg_QUHcTxQE{C@BE@vk_AbwXMo1i=xFd8r=7;Ru!7
zKFNps`W0+5j%dxhAf&FZs@tkA6E1Y#1zbT{|4pFl!1a$;wn7x^P1K4tVO*Qnn;n!e
z52AG&5~!V)SKFYlz^&Mjz<BJ{zD}i3wb2#yz65LAkx>+9yL{&VkM>lr0--9jCHE%v
z=-lL!PxzXDI`dou_|G2LJG%3SN0y(PKYrZE?)@uR%!Ox9lpkDoqw)E3VEx4%<(Vye
zHfa4GZTQ=@ME+e21FiF|3E~>$`WV=I6(itw=2BGxogsUVUhOscjr?d4BfT|K)!NNb
ze=wTIOgPmb<!h!NjsP4kCSOCz!fABc5IRhfwQ&$N;X2U<IA}7l7}h&<ZbK}EG3SJs
z&5c!8SJ2N0v#O7v!%M#{n0h#(C=!8>jgrwADdA(vD9m1x!odMQ*8cn*tFmZSw3;-o
zDiTvD6|<QJ-df_b&IV4HOolZfVK0tLyfkjlz1QL2&H2^lYIBWn&GsJPW|)<3>H#R{
zKtN9}FT0jc_Atw?k+p8B8^K6;UT`BgN}2+EAR{AU6*ot?Y9x}HtA^23Gudv~ngyuA
zqoM>(S@csNu!Rn;?G#k7B6oDS{m}8;_6_LL6UB6VkN3>s%~SgqckLQUNJDWU?qet$
ztM8r)yEeS?ifd+cI9V=CU6|amYcM7${WfQ?nj15ONn&BNHQjpuh4=5-7z?VQbj0sx
zU6iedDja+;aRYy8l;1deY;<<Eo{DB-K_=bjqU@@%Q2sl-8rNDAqz>7c#x`JEfZZ&f
z8GF(DBlgGs3u6~Iz3Tm?__}my%<etF9GG5Y7N?(|etEjr<917xDXvnPa(gOMWF;Js
zi>LY;#L!X_gFHKHO6fO-Vo9nN3%I==ZW2$EeR8Hy3DZ$<j-1SLKPPh70G5F%nIy8N
zO`}WEL)ymDz|UYjg3^m=P-_#0hAyUCR`ZMo{-6QvYW>YE0i?1ENMoA}%C;Xdt1!YM
zM6J;-7JF|tA^J_o+#+A>qMyxJ%)LAvar&!nMAL3{GZhBW71j=>5YY}bEf?lt`-D(K
zup!(akXDg9X!DfCU5nop9Q1afM~#?F>g#^M9$EP90fUQe{`HIbp~a7$e&nrti@NaW
z;PxjDKmPIWryoewXD1iV-alsS8CP53?K2}gzW>ad(}&8$^h1U8*Z1vngp!Ph3wu&>
z-l*OERK5IJL!TGfO)*`aEBH?DJpF+f`tG(}e>q<NOlj{6t6z*iyna-#e7deo_-UBH
zG^oNaLq#ZnyUfpdKSk}(E@;I5-u<?N;vr?xwkRH#k1KsM*g+YeF;FrvSU3Q{6M8a<
zv0R}xIHww!LLEd?U=YJ7nwEqRCkP=di4~GkYLH8%2BTS$N+s<9hcK*$guxWUonoQO
zUZSaZr~zV2bX-98n#75v!aFIHd12H=b%`%pWx%k03sZqr6M3te-jeap6i5Y!1wO?K
z!}i=a+LZ4KH`4AE2sykGR=3kpfa(Y|+@7}K!aESqVa3*Rao2E9GOiQLu-~zC09x(z
zt2vn13NW$#BotW>uL8U>rVRw>;vgI_LHzj&%T>5YTLESP@OJ1<+;(Ia-gacRt?BJ+
zL{U*NY`szjKHK{6%3JdpbKony$Kmu8*GrMbosoDtdek4}*2TwX15YIc^IKqZRF}MQ
zU(e}J4B&ljba?ds*8G+}m)Dux${LSl)A8gn@a(kC1^kIGNbgO|yiFc^q+jhN6y&}4
z{`YVAV2>YjU>b;-3V*m{_`g&#yt?T%bTcUAXK4_O0za?S!gH#c(dsmIq_;tQ$Lyym
zm3GsbTN1;ZD24@xm{7wa!=Lg)Kwop)ju3PMY+527a5q5or`jQ}XbOgiKr5B=Vh21_
zO&dg0G^J4cjb;7$jQEU*i@}7*iwXOeJ6PU^5}mh0L=G*QPB@{({7$QOdfeIi%IeB>
zrh~SH^&P<qyVYd6;G%A4-dgf9Z_-@VX~9?IA$sWXvb)He?qWyCp^o1n&Fmd`c7xR#
zpa%F|qEyzja%uPtj&-_y#Zq*9*LX$C2fr4Q1b?l^UrK1@vX&^dj;@Yvaxol}n&BVX
zWMt#<9pG1o2mAvLgi-5ztqHu+<AWGwun(_zbEccg=g?Oc6swx+oW^eF?)ZK3eahKP
zPrn8-HF-`=XEJMGg=va*(ix`|m$`Uc_BSFi#vO;>E1p&5I0Lb=`lE#LECEbn8-Wu$
zb995yFWn^r7`4w|mc<pe)ZZWs(;?r;#`$=5jbhBLTS#K(n^w!yIc^=feD}m5qt*_*
zbKDk$oD=TAg?0f44TpUDr0+at(21{*MSR;edB2sCZj;9V?<UIS1RSN-YVF_OtZvMP
z*7?0b7f#Uh_M@o}!g|>0aRz&Q)*r#qdiaya|Mka`Dy3OB+s`_v9+KSmJb^9H0hxgP
zE=);S0BYh5sEI@1vYDYHT+uL{?!00848vp$yTeWg96|bS>`Bi{3^mMGjR}4SPYUs%
z+@B&kfk*-h>`7D!wq(%Cfy|LAoy!c>F^uk2?GXnQp=$L%O^=r^T1hhfk0De9Q-Ql6
z0n2d#Xb>^Q0|2S0ibusn$?0)roHXgk&_gY~0R~K;YAwkH0#Z!oVlf$z03%UQ%6Syd
z<57SD|1qrq6+<1;5ZsQ=X`1e&do|TAp6gd44qaoM{f2l-YJjU(0xPiww<7<7NW&ZW
zG^XMNri0g)a_?xCCJTA3EymU>%!pct&z2?IONJKAYrNI>K-PBTcV+eZEhxaN&8^IJ
zcuTNq9i_nPNLPT{!V8tR?Z<1HjEp&eb?y(wGy!C@H8a<!K4zqE<RqF;puFZ{mY4s>
zceMpKah>6Fc4e)#y6;L_X=Q6yT3xLbl4Z%ZBxA3^1`FY0Tecb72trayLJb5ON`N*%
z2T~lu&?beH1_~JhnE=KO1Y!(rm`Qq}FJ-1PdFXVeFK!z;ad}~y<^j29cjZe8t;VaP
z^Y2+}bpG#rmmvjW3R6JXqy(H`P!O8DgjS(ghb+_!u_zS82^`Vx+_A;JQJ&s;yO}Zw
zqM(O2$imi!P5hvPZ=`9Pl}Y7<tuH0&m~d%q^J%!crYayXNkqMojXz)QGU_a3FsKOy
z3$?4e4t^F6TZ2W{*jjH6p4?qNquI65MLT&?LDm|?yBiU*YGFiLr2~)x9ONW6-4FU}
z9&%qX8j{y1^pd_uuhG|b+K0n6iCP31lx=Hqj<VY*%5K(Ep0J&=EG!%)r{Hb$Fa44M
z4^V)Dcd7dnMoq$;M0#`-LwU&Et1G%FyClWTQmAo^sf|*IIO%Gmq_9nyT@N_aDlOPi
z)r+c<yil^Z)%#{w<tY<`sz!D74QGau9COxp&H&F$Kl-Bd-$ac1J=fEcOv9xp+@UbL
zUj80ZeuIdCKM*n%!v&v0w{X618_Snmv<Znv#<QU(mku`Y(CiI{nK%lj!$UT+%^Dfx
zUQGv6KL3mOrSDjs91%dB5N1EG+J^jX5$lu=xsX;j$Ka4|#IV7**0!#>lr81fw+!?>
zPru;UBJMHlaqJaeZW+Umibq?<mY>1jHoe_=X8C*Yvhkg!_nRj&6WNK})s{;g=R0pS
z-^||Z3Vgfq`KB!$cpn(*=<CDB8jp1Rv=iTy+1t1)yRYNBUFS2}FbrfuE8_#(`>VXZ
zV!0rn=l*bCqSy_LSpw$Ujbs*rLaN?sZLcSY;%@+9bGf)k0v+H4nay&!R$DID3c5hC
zi^~^m`FtU$&v$hpDkLNQNU~dVg}lZ0npgH&E?XcmDFeh6h)AaNGm*bUu*f8qy16|I
zC$carhbMbZ64E)zU6b0LgSj3Ol7ZIo+!VYEx-k61!g$}kylTjlK}ahDrwrH8L(0^p
zPU}QvDlzd?YJ2`+9?QG>BTSCTGm-uUkG4qJWty0I^k}AJK^}glv;)-_dA16GluvE*
zzOAal5sM7mbc+SK`x%)~t*Vzpe~Tr*q`XwTS&hiGwV(_544GAEY?Ob2Ib&A*enz7X
zKrI&4fvK20pO0RQ^&wD#xRT*i!$(j}i>x2>g!gM&9PfmAIYU7a7w9=k3c))+Si5w?
za5|e@#;iR5M(>&>Icl3<rzJ^OCh2wU9}Wuf$OwnwdV{$x{@TlHI^Vin<FI%GEx$~;
z*8k*|lL&LhoDLr=FFo7yy=GoY)~_kU`h6X3%d+j|efv!&lAy&dd-(NaLP-1=wr@Ak
zNIFf?{eOMy3#|04*UdUZvtU<K`7`WDKdo~J2KnTKkUEZ|lhX)~tL`^ealg{(iv6vQ
zJAfN=$2Gk~pRUi-%kP2vVq>0*p?AYm*i=xz4z3G-4Dn&zuxFT8!p0Vl8a1?ob-n4)
zAUZc+j~Y=WX~fi|0iYm45IZYC6e~1<SQI&;pfSpcF`FpH#OPeyh>1^$8*)F_rQMU*
ziEHV5F*#sHk=Tg}z(w_@GGvuO);O^eKtxpnMTH|#OnE3mQ4S#D{|F$_?wRT7N6{xU
z$Wsys0`E>(fv)9iIpqJu5ClHtz+~OSpOQG9aHy&r&Z7?D?9;=yf4eT(Uc1+B(HX4i
zHm+36E(wUfmmDlz6Iyj{D9$BM-sA<=;0bCGoHCI4#j<qEH_Ib=i-|VY4bq1*p;$1n
z3%*gPv$>qHKfE)r=>oQM2jlQ+w0@K~S`cQgBg`0q3ye$c)tC;~lK8vyRp&YPHR_t<
zS5EDSbI5g=e%*P3KI6PV5sh@#wUW-e)>aQv{WL)u3|7CMz^kelzeaDH#1BdoaiCC4
z5eJs1j}vDJjBv3gxf}wrf&dBK1Jd#|kdo-~qygZOkCwnWPz645M?Z0*4*g5*Q1=71
zS=|pn+l)*x@|#K)XlrfA6w3QY`O(%A@|I!B-ctDWv*qbm$Hw1>?n8$zUmWRr^UG)Q
z$G*gRPL}_4W#Z_YFns0eiqdoCk^37q!}G{b&3ekK@ZX_b5I_<ZrNRI_W;kOQH{3B+
zW$Xp8!nDHPRX3pBWZGrg!(IvBs=gDsRd<gyE%)_+K@*+;DW3#zX!O@7O(x)AnS{e`
zvL)<7r+X5<Cz-;&gwPHAFdl@!9iPOHNj~{_gn<bNCXRL6Sk@i%lX~=&nT2da*v(qR
zDf}QH5TKW&2^rTBbqFbgWara_#HH5|P$GJW7m0JkU80JZ!gI)xL_c&3!X%59eUwbI
zl80)OKTA{%nz(CI4_WATHLwiZKu+S>4+bltK|K_EKX=A0Gmll&MjxmSVFzOPwwc9o
ztwQDUVaPni2O`_of?nVMbiP+aql$lkIu=sSfTMx%HZ?9phBS>@*NQ6>EdhVsx%KkU
z&@1Ji{WIB}$UB%+x2_x^OYQ#049C}|wza;H8r|I2p06MMV?93hw*%igw&Ty`jH9Mp
zUd=c-YapO$-j9zKZEg<{dQ7j%?mY4P=XwVIeNpy$L9|I3)a?lPN@~XtM|#oK3kUG^
zy7gpV<Pv_xe93u%)g5L}u(MHoOmj+uc{mP&PVYa$kp$?5n2pCc40_{6XhdmD^4S7f
zEhNGaE#f%dYvXw@&yis-Z%ODRU5^geO<@v1if}D*kC(f#gvszyYH5m>#56DY(d9!I
z$D=|`Z3^%Z@Mrmt`TP7sewNoFZai`$$}>sDEk3HWCmNl8JgvC61<F#pgUX83E~cv=
z%9324kU0spnhxOeQYh0<C^#>B3oN9RHp8JGO&srS@CJR(7~|DoM77>(X4A!ub)Gsc
zf9e)*wt4N%cyDu=h0)y|p}?}1n1`da)zv2H+0)C4JDFFot)ojQgGGmSe|82r?Z2bl
zPk@gke-c8*=eD#}>osPl-fqr@s=|7~d<w_ou<bu=S9@$5cOAdqogK&T$NAo8`}{gP
zwqyHZJGK+YzP_7BldA7-bJNj5AF5WB0n;YNx)LgCL|ZXc19fA8!8W#TrA^C1HMB~U
zpcK%Cw0|a~X^3<%iKs)g1+h8h`#Yy&m5}wjug+(krSIqa{XEbFnuOdmi%hyLJ4fU#
z=2(wKn1$?DWafCz9*BAEWQ&+Xy3gL&h!C204ZNd#pnR-QPbw#&e^(TfGTl9(o)%le
z9B;@%vBc|nIN?Zfn!m!6{MWV1Xf=9>;M1O4cm;0EopX34%lhv#v6G22vF#OG6Wg|J
zOp=+2ZBK05wr$(CaWi|Lz3(~CbMBA-+$XD6Rd<)Vs#m4oZ&%mH8+*l)Ww`<YCWMbO
zY^h6se+iJs9)=^V*sB1o0Na>wiIoY)ftm|LKj+zCr&gutduIR8Ci&(>ZoO8Y$%8!+
z9^T4Q>!q?VKinIzrKPjRR5wjDj?(r`^t0Bt)<YoK2fT3ZHV(Y9+jO?v^Jlr9DB<Gv
z_ps7i!<@UbpHn{lBZ`C&$SpYT4<yqHLWoYU(eyqYc;GHM&BeS7>-fBOavHg4c35(i
z9YA*NA@)?C{5+7rgJ6+pSs9aP&<OD%NQj4i;@hA}7GSYSAWD)Rndv7BY1QE5aP~k~
z<N#xdLze_#J1Y<bw+Ip(WeB8HH)xa%Lw-i1&xgk=zE=rRS#VK}{&+!s0NM&_HO6vk
zVXjdv#ZXo2t_w_c5c2csa!48&*CY&1Stqr@nJDc|ixry$hEdrzX0eh%@M!Iqs}UCu
zBI03Ev;}XHr|-4Q!D9Y9ed*Uc-<0nb{BXS-9)3#2ndfD-+=QNPp0Ap?n;&j}eeTLR
zxfOo>=4W73n{vi0R3;9J=lP`?OnIP~zMT0clxLP3A2zZrx=wmop0k6ek83Q=$V>1g
zpwfEO8k0*m_iGYOk0<P`%nSx&%1L2#xw@Q^6){<K%%H}I)t&O}7GBA$X|a@)Vi5?n
z2`xRdx|FEkqJZ8aRW1#4R!BwxqSp1aW0=b#i96(qeAwNB`rIl?IH>$7^A|wuoLi>o
zu_T3%%tXwM*pu6mq@eo*j$cELi5yE=%AFWaz3(vW%SwS)o&u9__K^TUZA798KqD7T
zZy3jx?895j{bT{s{f+PwpPSfJcANht@B)|Scy+2|!zVI7;q3%OEFLB$HX;xB#pKWI
z4AF_XwkSY97&27ZIIx`-20&abUH$7-l6C>~kYosCko(s0ex4^l?`|ufuD`7+C6G+&
zw9Wg@4%#O*J-K(8-QQWlOIy;SBVp#7+{7L03>+n$2G959d=<#nxOsD>ZKNWg-vrsm
zQ|puuST<=#y>%0WXe0xll?2FRKHg7>oF6S6U@CGDv$u4vo~R5RYPP&{O0*{jPpu5K
zzudJlaEW0i=AcPNi+g01yMkoqoKcWCL13$xku~}}`5m@a6pG-+28b0Q@vkal*|TY(
zt?BcN!@7p^$4BZTJlePUM_m0pYuS{(SWwV2Z;qtIge5D?#d^U>Q*=$`?MmNT-y3a7
zgsnx<SM43gd6O4Rl_i_4SB!ZgMeUW4BzHxr63)HG70keo@J8z#W~CH~RTu)u7DlT$
z`pFxMxsguZ^F*L8V+0ASUVx2nJzTwl%i^72n6sjT{a^_I(p;G7?i0)s>;H+nVUWW}
zB#)_R1{oFAB<dr{M2?+BVpD$%<u!!oy!6Y@RQx`W%<G^XZNK056M;n7oCpgx57V0&
z6&ErkiBEI`NA6821&Y1F_vGC-QJy=^PH3%&wZ~s>C{1Z!0~|TWA(0kGRY@5A9OSw-
zOKi|t^V`VJq&@MI6(psLDvxu;4u8&cPjybb-N+!LPdn?-rQN*neO9?JXia6oBr%Ll
z(%sKY+uzAbOcn_wBP@N;R9EUmR5uhu0$r1qCv`|zq!KlggI{#G^G~e;2~HRhS=HW2
z%^hk2(Lz^$kz-gTEDNdLfm$W4-FXnQWc=D^T)5&l<AnK+H9=m6K1HJG=u+2Ce!MBK
zJ+~XiNTLI-$fUUI0g+|o+fh}!9D>VsN(wZy$eA(g&tI8(%%}_Fapr;EXg&<Tdd9~%
zgs(J|Ga}@W|JgB~eIpB$YJeY^&b64{^<3vlxi@fGbtrY?VG2JkkmaJ4${)Ndo)#(a
zi(VvLqJ&+%F?(Q&h4wnDAyeF<Wl8=KyfyE|zP(59R9Yy>UO2QLA070phZd=$KgZhL
ztC#Wj@LTn4JJMKON|bN)p3i={5tKW<cNp%sI^R&ssOpY#bJ5!|2`ZPHuSqReQ8wDq
zoQ}VxEKsUKN(5sFIPrE0G=*k;HpAkeZTaCv+7j*VcA(i^jf*zjeG0{kl!oqw&Z3bW
zK9fgogd`LtnLFjwsy!XE2}u$Baaqfd-nv8gOlznws&k3}h3DTQGU---j-S$Gjv6g;
zRuC@;&=?n43y+L)BWtYKV^kM8Ky>NN7PG_y=@QVw!={<L<tx<I$!Bxg7u#pgAEYQd
zN1huc<n_15cD(8)?eKA+a*ahm{~3kO5RTD(=WTbnqS;g6^|d_BO`<-34sPeT(HzkN
zIrkG*%Xd}ucN3t5RlHFzZ9Zg5VdtZ&U!CJm!#`3!;VczHwWZ-q1}O4G(l+d3fNcIm
zn6J0W5+)-`K%VULF{(u}R_1B8C`g9A#uN?;qJ>C(u9RhUAUbZucWO}$ebuFGUo{x^
zS4z;m9q65wpp)@!I0-zr*iQNid`tam&_dVI*Ny3SU68K)cBnon(?|b7Kbw>92U>*A
zx_uru72SpqSLR1?_a)dAz9Mu}Ye`Hw{gu5ZIqz$c<)FGmahgCL6F<H?^3zdvMyQ-3
zefTafrfLRfZbS<$L$f*i7gL;i96PUG&}cp~zl$rH*5q)qO8s-NwatKpdrWw_ec~4x
zyJ_skD9*0elx!4Qgmt-<3qGTVQbzMwvY{BGA}$GGr~Jbvf31k$AJ%vfd+uB*3s!)6
zwzCisDoy#}ms~yb(zV<<V-vey3%H$Odbj9-U!Ttt)!<}qbnc2->I#oxdGEW!uTK~J
zdoppz2!fDL7RCa^fYVNMtOEu01A6qpf`b!Qh-t%d7HJE#@|BC!C($T>7M&ton3#H7
z3;3~MW;p93i&jMNKJ%MVARRTmnTK#x!a@Z;uO0tFDEPv`A~n1B?Kb6l?Y`~YZOviK
z^PHV51Ri5Yei1Whe|1rdGGRx#jGC49#Sq;=7UpT3Qo_L5CplHA3Cu{DW+m@vNdFh-
zVqIgQtVUJmR>{YDx(?r)p00gLi*Zt&^7K>X@&~8m>%g3smL-;&l}m=vwYBJ4*-ehv
zXYQwfrV~)(F*J(4B!jd~;O(ci+!mLH&!XwH^<_?@DBiy<bo06_l$Q#V#;}71;+c<M
zI7Q|&A*eLUuwj{hC%SNlaJYbX%L$f%Ewu#z@%*$w-*9R?K(FcECH&4tQEg+svU9HT
zvfcp&wA)6gz0n$f?@q1QJbqy_%|AY*w$JUAzu3NEhiVfg5=WPg?E%(Xsy%!-B9r&6
z<ep8v+VTvnu9L*lSSP9@TTe<aGa_Zd8~O3aez1_(!CZq}p#4po#og<Kl4J7wQEVqr
zk%ynUgPU8f?OEf#2AEpvx`y~HC)Eh*dFo~!e*VkoTXVHbX=gvlyNT`1cYa>GN4ybc
z6B(Q<Y-O6L$Ko(tne5Tyq~@7}+vttihPa_T9(gIZYZ4cJ>TL=9jOe~1xPlp5<H_Tp
zHv?lMLj6K}r68mF@*s-_m`_LaF5-!syb~whQO1zHtf7QlU20xmz%<>}ZCF}8w8HME
z#}8+SZANQrhUMGJ{T`Mc5T3wmy%k0rG`_SvYtP*%ofa^}AEi7RQCX#x?Ugc(GERTe
zPbMHmo*U~hY?334Pu-nDd^}XRKuJUWf$DKT7_m$JsL7s9LH6@RT|vb}Z9&HLx&h=D
zHnaL9#g0`$0+ipdQrQ!AcH0Wa_<#d1YS;@e^K+bA(G@C|z)}`srLXUl?3>xyYfL>=
zNjP2EpyK>arW)hU?(ET8%pJqalPuR~Skf(!(w}@55*Z@ZytvS$NS(4PWV{gS>So0I
z<w3ihqqN@ZQi&SAk;D@TR4X~KOW>x?z)PNdYjS)pFysp`C}TjvI>5dAKc}Gi@JKa3
z4c)E5be~t#Yvs+jfff{GM<g>kpg!_ELFhVh%1S+|b^lPWD%XJlw7@KolRi)X*k;Zc
zgs4FbD26d5s`(CDLZ)+{DeUUi%*8PeqJ>hOesre5htNC833T)M`vko28?a@b)eR!e
zQMdF4)Yh6a=z_H8njL*e{!NGUk;x7=y*iL69q_g<dDvvxkWs}cr*3+12tp9&J7y2O
zSA^}Qwxm3x6z=OAf%O1E0Ji<#UvH>CAo5c*q!0~*vK^4~dqL><X&oJLX|fy&+D3E%
zrK)P$dS#lo1KGS8tg{7$rPVX6CACXmPT@@y93+Y@v^2g!;Cz_{e~EChIf1&dJ~~G5
z2WLTm*K-|?NLy&KdX8BaV3P_EP4TeRl_-ze)#=~5w@A}L5ysB0f)6F8iK{j30C%kf
z(_rv3u|wqT2J;AR*Newg17k8_G^AUe?f&YVYKYE{1kq-e@Ob>nYF<I<KwQmwZN3+G
zEK-Ko=B1h%cWytaXxOGcmjz0eA&t4W=NTD5bpsf`26j=411s4IP*Njy6OXGUZZ8{h
z3;ZB>v|}*nSS!#MFa|hfX~((62Cf!SNAi>m5e}9YR>ki)6iHqNRzprNNb`4Lgsnl&
z!uCVyNs`<1A_XE(6`^(;+{6;A(GulEP@;tb7_RDLc2sVnzE_j<3mC!*-jMp6pjpc2
zz{sZVS_nX_N&|}ItFumtBQR!tc9^6Ya!||p&FO?i^;zSxdp`H(WEnupw~ADXMbZkK
zrps<6WMk#J#0=fnhB!ifDGfNsBq|kR5DsE4?I9HDI#8<<D=vjsD8~dx`JT5UoS29q
z(8HZ~BO5Mz7gI1Bi}dWfl+68d5(_}Xj9RcmON&(fPM9Vd6U-eiDoqj{<p}s}qEPvn
z^IBvo3Ic<Dr*A=)@Gi7OtdcL~C7FXGB}@^ptY$*p2cEr+e29V-D=%+f4><Z*>mB1p
zqkB?}0yXvymXwspP6Hn&NLU2-EH29+$1wN~1BQ$!d&-cwF@&TqJ}iwS_tKP-h9p-G
zEvy=l1dmYpQ#5(D(v}w{ENoGYm}e+QReXtw-}vtRI`kq&3!O!t<v~v?8gKDLbp#IU
za?mq4syA?Ih^-e{!G33R>A}YRHDa%|MIExeZ{2J*{fECYD7PnbcTGu)P;qX?8TZ3@
zpN*u;%VVMZJ+Gs2YE{dN{_WxYuKUxJ2Am7P<^IsvN!mSj9{uA<nmf?o?a}eSrBE_4
z{0r6apDC0g(n3^<W>!WH(nc=wHdcDp)PK?-|Kd@yGSIRD{(+kO`UjHo4@BYzcah)0
zz{uJWpN;*4Ao(YflAY~ekd%PmNJ>>vBQq0IM|=SDUtG(7@G1W&6#t`C{6C8QFOVu(
z{*_co!|<Dh`Ef1+0yeJr8Z-d*->gb{R(u8qM*0s{B_q>+fmO-E{0Fqr$lCA^=pz&T
zKR49hv`R+6N7({;4o1I=!>1GC7x)jF?LP%q{?Qx%46bDUUFx5IY)njlgqS}3-|qKb
z#*gE_!@qq-RyKTQdiwv8`{z9VOhJ#&!ocvSV`0T-Wn}z&`*--a`<><kWr@%7ah#c%
z1^;(_euw{x`<MSm9X^i#wf(!EzvKUP9)J3O)%16czr(-%e?EiX;ot7B{l9bjE6s2J
z<Gk6}|8Re$`m1ig{on3i%lpr^{#}dwXKDWD$A7o=|2*~o?c@I}kB^r6--AyXe_v~V
zgHMHB9Yquz^&E}xp}DxA=|mJ5@c*Q(^6>omoBMOWqT)w?{_cd2t65Qz5&s{sT17<$
z#*cpeYd;(Q$L2rcu;Bmk6O;dqh^3RYw=qyKa>Uo5lNI`kPp4?)>ZtY4?ASl9|G(?>
zG5R<f+2j8nYaES)j0|iHjsC)~eiX*a`a9*{@YNiZ<?!u>&z|Y!8^gf%6LY~$RL`;a
zi=*Ib#2t=l##emHCoJ_&48)DCG2;WgyMn+Y0XvGQ6zlHBAfRwHq9K%XyNa`gHs4*#
zXRmM0?jz3IJUt}ilp|!$hZ-o9ym_@1#Wcypva2X*t4UQNR-1j-!^c&*tPj@@wQ`gr
zcw<5}4G&_+H=<bFG^>69tf4<6D!n<<<WCbz+rRNCZ;lmB*iAo3Y!eS2w2Ah=S)8Iu
zZxs!|c)UJ9$eB&{4bR&tACBPtNXaqmHJh!t<6T$_&r=G>bXt}%=e((YHF_&`{~~1~
z)BTW@<}Ww;ZP**RcCOO8$UaI1)GfKU^`^V9w%MdOPw)8TC5U%g*tVp^JI+XrI!%x2
zxVIE<V1cmg;4-40SLaLVwzss`sHqm(qu=C7D>KcsqVGH0-k3E^w^X}=@qDQx+I*D8
zW^A}S>u7e;D%D70|F$zvc*T0L9r}Ln7a)>r290kC6*i1C30??3@=ZkD**1s9tQ6T_
zzp+_wc-2mcIW9Gyrm0{x3&Xk|KBaQ2z8H`=;w0oI_TN*Z=LWSGrpH-3q86X4keqbJ
znWYTIy(f2h5>f?SzsM_#SMdmGOe16DEspjt!nH0XElO|sIxY1iM@Aa$pC5s#)*f5{
z;Bm|*dye{*lDl>=<3)}PMSa%NPT<S2T8uM)C?A1oKS}F~w-xuesC(28eWpF<(=PVm
z>Q}<8m7YtDGq`@7%~#4Js*OQkt<cgQ_`Eor8T0F&-_^y^q`t2*M8jC_E4<80qA}8n
zP-;u?td4SFpIzgbTdotm-W4h0K+9YAAZ-=uYs@J?X6P0cBquWk4!0Sef7>%2A|L0Q
z2;$ZY3sK9I8veEcN`@wM?5~EI1Vr-j-qEx0>ES4BSEZdRw#Fh31Okv@*#v<%;p}fo
z&U=qf&nH_PTC`^J!Ap25(9+^rn__8Z(F0l4t9{`ymX;RvO!PvxgB$O5n%~uPonYHB
z6{$I$E8SO~TeOHUr!>B!hO|RBKDf>H2m@M{DotcQH^2vU-a3whPaQI&cXykT)psXB
zI4vRALqw+K-Fp!~uF(&`sD}VR-S@w~T>ZGf3qOsHPOx`uWgEyxJ260Sfv>*3i)jtU
zMnkF@u^E|FiF*<RH0t1kPLN0qn8Xm9&us5QzCx<M0}4f$-YjR*B{^^E?gy#N<!h0d
zd4-O3(bwqO2s{VWmOnv$c}#x5hWBVOe0kE$t1L1_g*GOdExrJYId#SbmZey!v_om3
zjDB~H+YB+g`za>(g$_i48vU^&#DB~_@AZ-m9wG!VIANr$gtQ5BJ5^c0QDdQPsDz15
zQdKHits3yvc`PmV*ZLHB6$iiSK?9Eh^dz|sU`P-i(tW%wWH=D0(V^Uy7FvfFfnZ5k
zQ|HI8&j~u<>;xG&eVenl8Vjx}KpVS9Sz3E0FiYd<-&|6gZH*t>cX@om^dQ(@;iQ76
zpUO@V`(glW8=ovc>1GGc0efSAPH!;SR|`%Kz1oBK=V(mjs^X&;FjG%I-`}}xct6Gj
zgh=4JKHKmoKA;%A)M+1(h;r;OdHyWN44a|FQ971wY5G*7x0W3fADRu!c9ot{{vfSw
zs3S~@lB|6qy5ONZeDBYdF=B`Nl!+CNOdgyRF|AZ-P|3RVY_6!XZ%$lvGD=lwwo0Df
zy(&C#ygBo|)@dV)iq!s7>KMiucEI@A?X?Hat33gZjR9nG!aWA#c=d6*&7|tSjc+rp
zV8f*3fYo^Mm)srAr34Nrk#wg05^m~NekW&<Y~G5ng8?@o|1&8Va@>5ZtU$G`d3PhX
z1gOsed%f7C#6NJ(N6M^KHB3JX>*^@-Vg!UjtK0f8jO=o~d@QJusr_XPb?iD%jSr)P
zkj4&MR{2ZOD2}Nf%$Z;fJ6mmNF{^yQ5dmy2_QAdJw(<11g2(6zmAS^C6uC8c2{T@k
zHO^8(M9swE6o;?bew&@_nkBV*qMQJcH@fUuFO1idhGUtxq<WO3BbedZ`ZxPcAt#>)
zi_VLzHq)leeEm2mVf-#|E03>L7sE)Yz5uR!TogyZHLWSh{Hrf1>o0~0utprMBX15J
zNgf@Hnkv|lT@~=sn|HjL8@Dm@u9Vsz;VU)O7&Z1=s^i)0x>HGBo+U#QZC|dc=RFVO
z%oO}p6HLP;OOA~O8vQxJ>A)htrV55fgV14_>DoM^!dS<L?^yA>?!B6pcEO>T;NXOD
zol*+Zk}rlX9GJ4<%0_=@C2ZiF9oStjfFkgOirj!%w`MqG9MnRv#gM#TXW&^g@aQrg
zMZ!4-f#aA*$o_>%y<i=1M&G2Xy}F`e-b5h_hCgBHzb&~6%`2!ihB*E$m}(!C+i7AN
zJ;^Om>KUg$x%NdSpiry`IPq~g6i^CGq-EJyMJ$g3cHoQl1Xs^qqa;{*3$Trclaav(
z_K*tZNNt~#on{0mjtKC0`9<h-Ix>VLzGz)5wS1FZcW}3bq=fp}v;pO@>7@UxUvk`s
zo_)`?7&mDhhZvW1m&Pzqt|_j7%PsLf{S#r#{s?MmcCv#vtmUq4ZCI~tyXL}Zshmub
z)Si#$Dj=a8Jc{a_-Oaw-XFV`OnT2wo7f~V@+vwOuo4D#|Op%yB<np?~EL9Y}pZjf3
z!i;6{a+ZNiFvu!`b3aB(4{g<6fY<g0Y)(y+#pZGVa3Okau4%z?3M}hJSPq;Y8wu?P
z68Exit~G_Y2*LFO-3cTOgEF_H+x-i|i{ln=LW;4IwLQm7u@ECoSIb^?!Y=@&xxKYX
z3OWI+(<#-;^WsJoAi0xn^Q*dahY?Aqc+Sb?ct;10Sn<{#TsUzwp31SNF}3(lWn6##
zG6vp3XV=Q<VVrV`_{(#Nmb|89eX2~!b2U?B%y-ADM8kpRw@V|KBGO^GwO`70b?uXR
zO}QbqI`XVPVL!QXxT{7f@qoxGyLZcY$Cjv*$YiKHsO3wI>sYzLWpxv#sjhX{eAPyV
zxu0SassZ)AzuHDA@@w1rHUFUM&k_mL%sh=fwL(qxZE;Tez$h_-10*rawtb0SKGr6x
zkvfw7cBkWBkjVFBZc2;XtxSpHN|qGLwxyf?N_bdSE>CC5^N=u2G1Y(4C6`e>n;<?a
zYP1y$;}_p?l$>6gaItt<WQ?DLX>W`~J5FW|NmEW<W;Jwg(^scDW6)tinC!ZW${kVd
zG@Wa-Rpw2<U*n@}jZ9<r@TvZ5oln*!fUpTf(eu<>=%2F<TE`k9l7(tQM<O)}T;JM-
z&7zm3mf;2}bsb*&u(O>K4NzS1Pq@RcdFWN%s)CD8!hj2$$bZzot*HtdL{f$@>6F_9
ziIQjY4~WDXg#^cB_pni7QbdC~A@T%n7>ve+=8&+Ca9wszyG7HCXfmdFR@q)pMn{(`
zr>K0&yUWp>Z`_wXD5in{<E-v@5J@J(otX>M$aY-m=v@@h=Q<HW*>I&Wmt%mTtg0u5
zV+qgF623|g{6PB^7)mIX6BdaiP>+oaYouMTcM?tmp(XJ_p!zIfcEtWtjzuuL^htgz
zjJ&~wb;z#-t7{rXLZf;#N-89Yr2SNp?B_iE1GVb&$IDKjMWr2L5NN@93oY;fq@&xK
z5r7b|4=C?Keny8M8^)20!U%jAMav_?FumEv1toAy26$-USK68fFz0AZ!A!G0W?vW}
zHi0vNe{0+`{)=%hXm4Zthdun;YG7t(#%BXCepm;xdiKAK_1{r{->aKCS?S|{7+ZgA
zNf{ZM>HV8D@<t9ePWA>y4)}i<2OsGKKg{2cY#ct!#D8SuW^081k-3S{zudR~wgdmZ
zZx^(&w6RyP)iW@{XZ|zQe{?6$&io-FsF)c#n&Ptppy~dh9x%{<*!luyjt;U$_JTH6
zwl>y(NDu#V%YUN65WhkXISX|MdMH1YyKF7PpU`cK*M!|S59JX_vphB8I(N+4TT%Hn
z9_IxNl4trRzW(LM!Jf;j5G&PoJsAb5emM$cjBF({TAf^D#gYKU&by`Gg0i0_DUNKR
z4oN$u+h{{gmRb2F>8Zi)9E`}$UIK00RgNQoJDcWhSvdxUTP)^CE&1vQj&<%^@&kPq
z0V((J*8ZtA2Mu)MVae(ttcFYT#A)A6^eU9Y<Nnn?-LuT2*6w_NKNp=2Y5L9MVS6@4
zx;A~^E`5%K{tMt^;n^~e3Zz({3O8>nU9OVjV5eVj0Onm2tw3catMo7cPC|3?S<-$W
zDb<FzymcMHEw&AqR_=q7$aKtA0|9(Uw{tm%>oWBB?408hua{PMc2|Z^aWO;tUCP!p
zKYMFP67E0NR<^48ELP4ajvE^v1GDE`5f|R1w;B6EhY{wi-u3En<g^Ipvi1{Csfk?f
z?@D8A_UT^`yi)3#LANbwZZMSBB3unq+UE9T-$gvXi)#Aijb5Q(Pn8|7>;WW1If>s<
zIfjqTuIu9Ndjg?c=;VZiUQ+z%Wl-T)OK~7O0xVy|4lJmvtSaA~6<RXcS##nZ<T#0@
zq=D;Cz`K3HLW!+75acbxoD|0fdsk9&rhT<6O*gA+0W(|oO+6CMcC$y!AMQ(0MauRk
z79FAso@P}OqB90zR@Tw&Cd01)D^CiC_jyWvY)=PBBO#NXeHtaIc#n@a6U)w)`m3WP
zkJ*auOReS@<~n@?JEMH|LFG=@$rivOLDWuk5y6|j+~b;;<eWD1Qe?v}KEIWQ?miZ7
zm<oAVjEZkk{2UkBesM^F5Yl4pQ!$aAuUpD)c6b8D(%m&1M%nf9$f`PsrpO&k?7vA7
z$r#EiZ)CkI#tdlOfG`5Of}$sqM8f8>Ich99ABBwfLx#J7BprUfr)SU#J^ak6<!5Fc
zc9%FbC#~{u_MvGC5Su!Ac<|I_<z;9DYhJ)f#d&*jjxYNgQXZ^NfImtSvl;j<Z5M$i
z7{rjievL*x&EF_gK$QiKbjuc{ge(a|$?X{S{ppxBfNv;A9O#1jNoVZp6qNd$Sy?{}
z#7<RlIjgdlc<i}H0|tmVNM9KGE8G<k7}uzd-zx{KV2yiuwDKf1{3-Kx=>ccr#NiM9
zM~E;Wa0ZZ7h;4!tiG6nby3SEo9ro@ovo4GZL1;marZV%=Dc~F8vM{>?i|J4p1SH3H
z_h#kE^(30}iT)}9*loMHJ6!Jv4a083dXKz7?|p-p&>sTapSC;x@8F+W+;0Kl?@{Fc
z6Gh^;3i5ZI{-be>iJ6J<Uxuex6%Cse7BsJPoz4Vc`6xNJ{Mi01u?jFW(_^To$Q%B&
zC@Z7>FXdmuS>M~%2`GZ57H+}$xn?#S*B_??s5-63f2F(pN_XZQ1YKUWw3JipyBx>E
zrV}5d%G1<S%3VD3>VCEQ9@1?s^F56PbJ#^EFaVy*_lE5uDvq|q1V3a56kH9n(yC)E
zxT?ZmP205Fx!uyWlg92fw$;W4@7aGh-eikrxL!ak?bX@cm1|D$+Yw|}^|8%neVbL+
zW*sj#kFNoi9r6Cws3V}{4E|(qhV}W0E9J0<82ttA6)qu~YV4}rx!qba6LmRQfMUuD
zW*0JmI)Y68#vvX?F0o{^zQ|Us-|Ha-LR9z4y8d(Mn_K;4J1@`11r@vw2Hi#h87bQ{
z>+=n|3B*R7<+fvHqpoyQmLux)mt<2@`KB(_Io4n4-&bB-h#Zw5sS*nf34Zp$6lS7(
z=m1Nbey_6bvX4gZQ#|qF&o2tbVO9CH9)!1`a;4<;nQAj(BKIYy28<5<#a65IAxxF2
zJ=VH&{3vUt{3=8hs@<1%H^1TICFhekDlekB5xQKBi|MS5r+*}+d1y4pi7+|AsYLRE
z(i)P1=^1S6v*}5G%yoqE>U+bx#Q1$+)f?~2*GKcV(BJu4?~%#+3^$ZgM2yRZD<(uH
z9R-_%$!>aTqG^llfD+O`a~}nrvB$Ua)xzkUO3O9MaM6h5_?Bm)3fZcuDsp)s9>3lT
z6~!$b6E;x9l2m^6O3*ZdR-oDW8o1G9%U|KHTy-h;Q&gI<eOVWV#h8Fi02Gr}r*0u>
z13lA>#j}0|i6S4(p2!!YD1rNwjhJ0PkZNxI+>Fdn5A8E9L66)~ZT@2jcCIW&zS&p_
zLD$1&WHO;2Kil+=a)PeRg?M#QLyp@Bc2$c&TM~{N`RE))N$ytvK>J**A@!pfVT(ZW
zOD)<sB6oYP*MMKK$X@ZI+G>KnJ*wKI@sxsszgnyOA+7r@Q;4&1O6*<X3SpZD1){%B
zBz!~?7sjm3sRYXPQWM<pG@7^m9MXdIJnyh-*F{krcr7`P<>HIEuWymK_ZI3<2_;$W
z(bbr8HtmsSM@xDKa3D(=rr;W#{D@H{U2WIbm>56Z^2?T%Yy;43oDx#V;^x)o#(*}+
z;)DsK-KR#R6Ry%znR8gx`Bl_A8`bKDLfV&@4UL12OyR>f4Aa;U8VGeTQ{fQlJ~r@R
z&j1Zo+I-|Q@wqcsbQR1PmpdxgCeSVDxj}i16_fZ?KMZ}crIg8Z%xas#UZPhu5f@uC
z2r^0Y*+?jsWa&$AXgB7kN>J!I+l0o?!s5GfH#g*b20rk7WfvoXmT>A_LPUTHlgH|{
zbjIF<WDFT#L|eFJLRP9mA6n79g5d&dKbFYk+|g*v2-k29Df4)3c5&gJDSRKY?H{a3
zyiM|Ihw+TX`-ad+M`+;Gnz=hCMZ%z2;Nu?`W({LBMpt5~hJR1VPADz^(61SJ3gtkB
z76uq?c~ex*Q?WX6)FHN?;9)q@YUrRBcpGBjLCQviQ=hzJX)hIH9YfB7`gn|bJc?s9
zVphNdcbW2<8)#ydDI06!vnU@xuZkonQN>ZoYQn;UFeu$=9|UOV{E}#6mN4l+cF+1j
z`=o}XXrUS|63(5m7)k{(5|TOccfBmdQRmRm?-_W3^PMcUyD32<zvND~L49dod1Al`
zocNh`%9(gl=Sv2Qy`Of-In_8}&lcjwl!9^fq7h?oYNwV8lX@H2Kx65QJDOC-Y1Wm;
zbSxawee5nKVR68FkPEq^k*U|2<TF2RoPRN>A5vhSR%x@j5?PhqSEEbzrF@RYkHxZG
z$L32<S6fbfxoRkb`3@K>W3p~$s6eN6B?JF_-kB#I;b|QJy~<Q?)vX7F)AM7!we(s9
zji_nAyX^kQ%bZ#Yz{ji-oy5#WJmHR84he8nKE5MLiR15zF4zFXmS=&OVgErTH;xmd
zi|G7l?-t|&-7mF3N9Zc~{XFH+Nv96(JW=b1`=u%_xV}Xf$vwu|L37^%`(p+B)OO;A
z%ltV4gcm2$94rGLR-ex=de`b#8SotgSS1A_yu-4F*c{+m^IB%#0O}d3S=_Ewd~t)Z
zy%<?2D!l`+N8r|qFGh-~kfb7ETaln&$LmP?<U|Penw$NZpA}r1#xGk6t85NRO-nyU
zY0Hk)$~J#=wU*LutM~MjCN-vtII8_f>3D*>Oz|@x-4(wU1xNLw3!45HI-iUDJy(T$
zxaQ(^mJ=2-*L0W{Zf>U&F2HRjcld)I=$4(XPbq<iGl~!y(v0&7x29P&T9A|;M|6h6
z@+sDwbHH9^C*G6miT~ZfsEEPVJ}Z9*i)hA`>}0mS;pz)r{{7F<yV33r_z2JC)jdEq
z7kb6nuj@u`r%2>SO0RHf+*%c-B2Ua(bjK^g1yr}gj<=C|_){=b+d&4e`Np9q?^mh>
z(-}2%>umCEDMT);r>BXBX$8)eQDy!sL#0R_@WL$y(VoMjn_A%!UT4DrEl*wM6cOWi
z{)~~OU(Px%AQtC%N3R{yTKZ{fi6*3<i~;8p9#-M`0ngyD(yY`?GlmHHUKtNuX#s6k
zV}1x(F#L{c-*LUIWNjG-6hr9kKG)3wkCk{g<a6ZrEpL}+Ktn)?e?n+EU&@5*cWCIU
zxNKhodGlU+5yIr!iuh?oo@P73z4kCzwrtRWnJnZ3Brukn4k7d9uuJ#>gPrdv=~1>0
zq#41*iO@;cNgSI8cL@Xw-4`+B09%@y6K$x?=E#BR$>_?<(=gEDxfVy(9o6oR*{E|R
zK+rEa*iF^1=3*{@x<mQq15C;eC8U%^PhJSC>2nKy3;&#U#1!1t#=~;*Warv_)VY7>
zgiLQh>!?M}8535>2dq+9n%5OfgV>1X?ST%58{!2j-=@UxPk_14IXAoG(O_V%i3;~k
z{<<v8>N5geKC(kUaSy@M;}UBH<;>x9kUYB?Y9_<uhh*6L3yF(fJDEh&@JyyB#Xawe
zTOkUe&_QJpCzl4rZxqk#5zZmiW7fZ!cI|c)mjpw1#3B$==e`1VPK#Bl-}=a*#m2pE
zN7Kc^dHC7C^|_%BGFd-Hu*gwL2QT|%e6i7N0bVYmEAb&^oQc^QBxO^6fxRR9*J$Dx
zXF6*mzu~&PV(RuH9-KD>dd2b@nW_!~08}73nZnjg$=CNnAq~9c-TmH<O0vWQ<rT7<
z#ns`+%w4q|%JzN!!5@zaS%$MxdbD!?x^jOS=@aXYck+{<>5-JoW}yvMU3)R-3%*h$
zlg{$=_M(kd`t^_R3@KotP}hs;DZORV<p?DfN=ixS@nsDXv3|-;lFm@5@g?_<Xex?0
z$wfXM4wX6-r*CFbg@`;(49^t}gG0?c?(7e7qKCQOgc)Jl`uRB!(ESd60(f4`G)b)J
zqTdy?dAO~+_)y*{u?2I(LPytIm5%C;8vF0Mkcy_jMF~uoZPxGmz$N3qp6am@<A$!g
zj=X4>gjU>Yi=sglk6o+s#2~^wj9ps=@><)s*xeX&Q3Xpun%?8xeIg|h<9d*)G<8W-
z6Z^?-Tu`A}9T`DED;2Jx`|!{#XuC<<j0VyZ@#$>i*>e!8Vr3=a#P390yWfTQUCA^w
z=1ekZrop>Xt{RYXqm=B?7`4|j@m1ZCXmp4Auz9K_Qp@c4;a$`RONvQG9qGr^yq3g^
zmV}O2H&cu$(dk$8CiCc(`CY%0BlZ4wk%TTgKrw%%ZL4kFeVO|;iEkgVKLdb}71+@T
zf(8p#8$31l0j+f^+^Nt~gtHITiNX*qH=exh#6^C)FJUI<CPhLtZ$5IMXPG^I#m(UX
zxne}h-Nc)u@feh)@fbTVa<3(+J0WPNcoCa&9m^b*hQ#UFotC&oRiCIt(CC<j#C<Vu
z;OBWj<RV*(k532!{tr<++)bPYc02KeV_@)~y<RB!Chrhr4ML;RS`9j7QhpXScvv3E
z54T6^HPLtR`HRpLTfA!DTei$)=`w?C>5BHa?S!TmcYr?024;ue*cv(v!q=zb0S&87
zTMiDHAU*+p0NrLn_j1kLZC@(MAQd0EFG?pzMkq4j$iyIvsEQe{4ycM1K5&6c4EQB&
zo~OdWTLLhGyXG`7Ns~YW{B#v>%-56}+i~Bfjj&tOnRxwrmSt>C=OU?)9NofID{L{*
zrP!L>X&~FowPf5>5ojZ3Jgmj)3v-uO?rcIBa$0H7ztIBWDLAG2CljlITOl0pK=NL5
zx>a(G?m8WK<7vIym&t%SVI&8bV1y~q-=VhT+B){UDueP7o*NyQ0YUYE-eMkCYrHwl
z1gQM%u8mfO`aY{Tt)|?RTT^$ES5Cq_!3622a9LP3CKUh{S8Wq!uOrLC`?YaQ62+3E
z^M(nUrJ?O6C5LOa0`a!7tW0p7IWBj<H$#8Q^DZPf=`~G{X32fk+pdU`4J4-xk61>X
zK5d!o!6=2f@cSj&3CT3eSezWTK}5#`_H%3mbvG3&9vC!If4BdH>h!K*5Ds)QgQ-Nt
z`S}ESgX$t6c};DyltAuM|7=Cg=6N3++v{=8<(8a$#lRf{(zwt@qj}<?;9R{2Y7pfb
zb%r;8Z_3;6Fbtf{Z|*dSC$H^v>KdhG3uXQ1UUY7tVi+|TQ61DBRl{ArJhn_YGW(1~
z#1l~mkk3Jt|GyRCn0`xJe;bDX4H1s%w^sHct^MaB9MeA@sQ+IP?$1Z^bc+90gaiDm
zEco9O;aEOq?)(o$xS-l?ddM8Sr_A4<+G^P7((dT_W46WjH<%y;oN$2mCqZ$Y#~~Rs
z5(0E&5*xSW^BmHgE+K4#BZS_Hs-9_#*+G5h7mTmNp;o2FB{vX~ZOxH-7XA1QJ8PG9
zt@8EH?{UoD-+S^>tU5_$kxqn?X~0kA4m*=e(Dndb>EU(7@fBmVP2*cC3dNHY+He9v
zmFK<@=0CwCI6_y%k<du>CTPcHYA3Y|1y!xgaGsLVp!=DeFlkaLHlqPAwN~#sL@Z{d
zlGXu@Uo|_y6TlWhJA0omjxQ`%kVEmYEJh(n_DB;;I4Y9jzrF0SFMqtymHwqSs9-De
z#Hbk+_6*HY?yW74SKd{8a&Tw1#>td_r5LhI-~40FCtGBz0j|T5<RLZS29}g8^4v#7
zA%ucC(IXo?hMM6g7Q&I42J(5~%GOtzDcvQGerD@o;OS0h3Ivp8xl{&(2??52L6**J
zuIf}pN$dWvGRF&+HkCNx;<pnT`6A63(>Q<xdVT~ENq1Ls3P)Z3{*idFAgf1~ntjzs
zZdGtJ$HXsa^zC>GJ|MUy!ZKZ`{&i8|`DW*2TnilBW+8_l?#atz%yYV190utd3cZuU
zI_eA7m`Z0KfSD`m{ti9n9KemZH^a`>y$WSx<SfeLop>6vu(0w}gJ^+gPnPk_0b=ya
zzyULKpQda$RpE}XFJ@!-ZgO;1;N=$rbCmBwb+?HI6r6<`Pe;N5$$An9GDo1}5O%=>
z((F7R7(kRkR1nmG$Jkhl@)$;e`_}srM?NlmuBES9L?xNHnti#xm!mXP{g<&zbVqzS
z%X{%^v+_h>?r^!AE>B}1U$_TL-^8?ucE;n)&+WEOWU4z$<GuUM7;3+BH<?}57v#1;
zAkeI&Fjbf4a*3a!Yku8eX|#DfBVv&^?%Crkwrc>!_wBBDmSl6zGv7QJtfXSG2sEdm
z(SYEIG68lgiM7$(um6QtgC#5UGOp|0NHY>f<`^RUIfNT{-!9)Dy&hMDU7(N2HZPIz
zrn!<Lh-o^Kmmm}z7Y|NyD}gCQS6$$#jjU26Y@bY^d?tKn(#tpsl-HA^069+lfMt_D
zZAF$?C@reDn3k7tGe6NSzpuF(A&mdq>WJKyV={8HB0Sh~XW(1>^{`!ayaQ*t?c%e{
zec;Jubo}nA@Fg+6G7@r&DjcY+Dan$zR|Rn&9ni7BQeyiF(LR*U7*qE;Ki?-L8ns|+
z;Th&ao2S=O8}(~%bfod}7ihO|AeEJEDwW-FAV;fZw|^(Y0e(Lv_<Lmg-^y_R<GDb9
zf0>{3A1ZGEcIJOk-cnSwY;p!rJ@3m465{ymt7pjQZGsr97e!+d4wZ2G+&Wg7S)kz1
zCbl2e_g5%0%)VTV3`JuV48O8Djg=0Uw|j1$6t+Gezn#s$YSWM1t)EH8Vxn!2YZ2SU
z_Sy9rB4H*`)bXzNTGzUD^}g}FYo7z7oxKb4#NK!MRd+@VC>o}Kd^TF*gk-E*y96*M
zC$Y&VpT0ZShh!(h4w?{yYPGI;!daRjXep@lX11D;E$@;H7ZX*_DkKVXk$0u`$QW5E
z+(euSHVgrq+^Nrt#0R{uy>Cl*eD}}klQo7l@*rPm-=V7uT6kNmVzl8@uA$zso7h}?
zWqGVT2yPNUb9_&%@BPVs&w2j6pNN8vK_0JLM=msrBW=0N4MrF(=m#q5Gs=-@BZqfU
zP70p)oO<0jp2TpEAcosJ!*USSyjZ%IfXdEOeU;b9aMmaV|6NM`52|vG`09S|$f%#g
zj~6KkxdAfZZ6!8N+g=o?VT$ezLL7b)cbBkQ><vX(p2pMOND<t?t!S%Ez%F$hOGguQ
zRb|HcPtC1B{*d!O?C^x9z<OQHj<z2+pu2_xo;01L^fd0CEV0tRCGpOgq_@55G;DLZ
zRw}{7WI_|=E5Q~Rfta(u#NHOKJ6YZXj8L{b`b67Io8!6XaFjeKfX3FBFQI<okX&+1
z4l;ykO%o8_Om#E|B!{XX*WqHb){o4BIB=^8a6$G!_=h?nLA-ON<9^P1>q9IorIIoF
z=1y_U`t9b$^SY9)j_i`Yv-C@aS(Mu;mu%mitjg`-==rIE!Sy@t@q92GkF%z*{OElQ
zg6)NuNIK*?I57fyfOx7`r^nr};6ZxmEJCZVNafXOkCt7prwD`Hm!L|r)taoC_O!1-
zqPwzKSGG8N78eN<x+>`c(2FPm4vVQ+oG_)?i3r@?!ik(J2WAI)$X-zAuPz@vX6Z~k
z=1pl(8>V^t<hf`IoFpORn3me=C;eaNy`6RQugYKDDJCPHIXl4=`;tBb(ft(5k$*}s
zR2%y8?f$e+0C=ybWTA&+tL46n83)l?%ijCZJ++66L5?d(zShj!;J~<gb0L+NLr__*
zeUWHFHcwiLu4cT>-o~$4XaHroC_`f<hk^~K03e^H&exl29vhOS5Jo}M`E(r3PBv<n
zr+}?6sNV)csSrb=$f5~bV3}x{6@4Ij1Vt%rO>Dg8;{Sa%ACbXTcM_HF0lL4*4$|lo
zD?D|V2)Gzyr-?e(I1u6w>1os-Nc@Z|pr-m&kP}TIpEI10d0TUaR|$8$ituwBou{c~
zv0dalH!}P(&URyGLTH_{e1;k)Jo8J<fIl_6$0zaSq#22U4`EjN>I3iGa*~@%y{rk@
z=~o4AedN~bgdDM@K8^#G4{F4lKoDAHm?-S7m^nhoTqN6ll_kIvPs?5?dvk#wo7@RP
zhyO&%g&ZU7I;RzSQS!^ONS06ZYF{xh8Uj^ZgtT1XW!U-=1e?Dc>N^?`Qet_+@)6`j
zkKsp+(TVtuNqO@G@JXUcP?LExy9^C66%*O`zM&q8u4DzS#CbsUE+DqD%B3VyXEmJZ
z3)!vi^eYxH<`l0h=~Wd8w0LC;qztREC=j&!ix@F{_Jm0*97N*6q6K$lk*rfJK!SCA
z*;gdjIzCfM)K(-X^z6oq%PKy^{JsZ75-pu1^@Ef&1gNwb<C8k;BLOOsd{UcSCcX}D
zxxlKyLb0r-Vxpufi*R6HyA+C(z|B85P7I!6Ca}p)GbMnCN0y+kFa$bZt4Jkts&Dk?
zFUp)o=jK@%DYQ*B7ly8C>#9Nl^Pa`=B6?g!@;+KHRDHJgU4$v5Yg!%%QF0C=mQTrv
z)W9`o`k<!2PYyC?<aD1(k^J2kde)I}b~*^4ktiA$X$`L_V5h5}(x4_9gc|vLTj`Nv
z7Bf9l5F+NEGgF&jhexWNM{CNRB-9D<D}{tm{*Y%292pAIm~`8^Y(Kb@2??1Fe0H=I
zU$&$ScoZLtq7qkx0F{CTCJW?iaxt4R+5qyftG-dV;#gcv+Q?0AsShP7rrIs@gM9ig
z#9Z(I#BXH;Jond~4BJyD9=9NiDC`UDOC)P>FfQOsnn)gpSBSz8T9f|Z;Z0i`XRkQV
zii)|c1>yIwDJ)TBnGOgPff7q>pR3vo9#s2w!z8!bj9zf3PS6wy=A=3-*J5olfhs}#
zCmGsI(gni&2v?wjRrhA2T9=9pglA_@Oiy9nS^;%dFzKK__S!~PbHxY<^QnSWRSIJJ
zKPHB#+}+5}(dwh6kO#sJd{d~8XMU8hqkb0lw{>$XS{_qrzK+V!qoA9N=27R!puCXs
zZQe)-^rR^AG0NX+xQ>(Zk-+0}=#03VSZJvg<Ug#i;=)|PCEAOO!EGeY2%ESs`Br!A
z^{b`&gg~^=qC@FoSkSeQq&3!Cya(}s*+xyxQOj&Go90;M?lJ;rN#Sjk3?fTva&KrJ
z52h*W-YSOIZ>G^>$Jeh5EPP@8Smk+@<$iz!K9U-9cK>W~wfTz&B)9cJEPsXy-cQOn
zp)_P1jy@&znv&DtD&Lx+7OJ-8s(QWgUgW`U(DBUX``hf&Jbfd&-G&5&1*zn3hD!+-
zcEL=&p5W>WM)luB{IO;jrWk)sF&?LqISP-7sH8wgIR<uR8c@1{kqu>ePX~N}SWmA-
zPDBIeK?VZ{(WQ;6IU2ALv#GEJ-?W6mCiEN+IT*4V_M&$#jFE=l_^$LQjv$6;Chfk9
z!sT#=31Qvt%7fU8Qy(C;JvKxnB;c(t#FU2D*;(3xZQW~}p6eVXFr89~EzXC5=xf)f
zFZxpj+d9K{u4P?mg?_<!7^#(*W5TkC%y&+uaUK^_`@y|4^HY;Zpj{vT$M-IOo@N%5
zoG6wBBLe;^Lq;BUN4PQZ$?OpAdLK3le}Q}_sIg==$7GIk;(%d821`Q@)uf$d>q5NQ
znmPE>4wX}?JQuSc8RbGLass&tpQc~0$=)s1<kq#-6WG?!`&=^F?R9h#D5Pf|%yA4P
zIexWHeOkVOR=?1e>T}v1AR){ig)HUvL)w;!jA>AmUBav)6}TT-6GUS+RM%OGlH-vt
z5t7*+CrCwOza<POhrNPy!&~6iC-Afa*F1l5$TUvcC{)D1YA)Pp7$YTXqI$Bpu+E)u
zExGA=Ej0;?`6hr@*m^v!2qF&YGIP1-1vZu+YV$OzNWH&7pq{tGb}`m*MgNHy8{0n|
zG8uxr4#=N8ma^ps4k<=S1=tLee}IFdldq>2`f9O0`TWR!vUrr{t~ogp4vAnHAXldE
zDv0_ZMqh~qgM7Ek1V^Pp1?w1!ho|?csiQV#*2t5#ST4zeR=z=$RSP!zE*{GBPW#tL
zdubn9#Tgi5Glk3B=lmF~o;}i}M4z?^i@h)|F+!RND_gEmg;QTXNAnx(FQ5#V8uBvf
z@2uL)tybOiH{}Q92vWMk@rJi-8Juvfj+~_lwX5ieJ)QAr3+?Mf6cozxX2L&I(F#S9
z+_wUtNE4Ppl=_n&0u_VLuK;&7K@?IM*nGW!j%I11McD-(U~~fTLUfLrId_OW2LW6V
zZxK%nvB6t*Paa03D^RzQCKXY3-zfQb(Sd7|oRT3T3X3bDp}3UScIBX)5&<E37JMWM
z4a%rk3o7n!d)~2du|h-O;)F&LB+*rRqV7H7sZobwAm8|9Xidbu!VkngjS>r^IJ3-&
zDdH95*9fWcm><Dcz?oy^{ahD8jD$QgjTT9>_=aZ&`)HWB_BvNUE8BdKG!LR_Jpt9g
z#(Ci=CTZV^q2A-0YG#R8O)Aq<GQh+jb4AHuff$tN6ev03FHX2OBp#ON6e~HxAx>&6
zNb<Sb`oOBE2GU88G|zTQ+ja_$N?Kac9g!@F9&2-6GImK8C`BbRIy=i(9J}f&FdkP1
zJ~r?g<)ih4jLo$IQ%ey0S5oYWab%UXWs$~pVZ@_<JscAp9rnm!Y8WCHUGJadM%T*;
ziwbH=*^}i*;(x3J*mJz(KJb`fag2O!aqNjmt2DR&%}$*Tg^k~qF$oLta80pJ*OqO2
zNVwnx+yOkQOxXb4;m|ZAu~2BRzC2uj(%SlrL}y}l|DshbQx)SKLA<Futd-A*c5yb{
zQ?70Aw$*lVv0hG|*ffJLH)D~CoI-V`9dg!1%o&C?jy#a;HNG3j3$URf%3zp0H%K#k
z`jfd^3=U4VBHw?)*2cF6jg;(iM_XszC7AYo!`-tPTWQ}LfUFzob!fapiut}Yc>Sr>
zcUt3!Dm4CKf~sZ1*TcH2L24t<EHK`hGa~T{7tvpwej71k;LLJx#U%a=%JHj;558|1
z_}JA`g~pq+vG*n$!PKkV>lvvv=fN#`^>-kqL-MG??kC}$&-|e{v)63^^6SMC$n+V0
za9}dNVV*B9O?9+%xo<=f65Uz%g6<@r3wJq>^e~kA)9sAO%n^pG@e2zoA%{p_>aZ4S
zE7u*OWqDd--bVN34?^0AB!xavi+Ji+rs2(-lxD5Wd(>PXnpzcYvcm5l-ol+v4y^${
z8_bB@6xd7BhSwi~@0ZSs<YZ9?<C)ezRSaxI?YCdHH-${0+b4uodk9pw$=d)*(zY}J
z6bO@OJyd>%Cw1(nuOP71Z*u=uR0I5;!}ho7`QH%L{?NYuOQPBz*6lyfZ2QB`{MhmT
z5Y_${Gus&Gnf~XhT8Lc<J**<{k;rQS-mM^~Ofw@mo`3U>=o&FHLt^*d$?W{G(PIqn
zBXCf_zQ>ED<9lXe!)DSJp}z(--Xl@E|0N$DL|6A?;X`jxn#u)cE1mOpDXV;$tUoZ;
zoISNQB^|kArnwHMcIAlB4ijT~A>t`4g(nmihpsnO4Xb`|i@ll{lL=N^&gS&#A%tVV
zB?v>^WA6CgBT5Q;9v>fVGWZahsQ{oz3J^Ht`=c|o+I*KfacYw}{`<%O*Kbhj><c)f
zTT{u4k}ehr>Of9Mz#3E<2XS>{)(SpHWxL_>E@f$mXA92E&hEEoNh@cZncpzP^uU`<
zsEN`tR34>kcz!b7N^Da^s!$qT*Ao}HS9-N7MNLW8NTF)L8Muumhun9(GRX2vzTTPk
z((-6rc%{eod(_G=XX!sS5cxP^ws~J`4hJ!o2Fn<`FC;(R8auX<O#bR06MNqksu0r-
zrb*HCcCOkOvo@<|Or58?LY5SasI@*Xz2lrF^CuS(uWR!t^WxE`<Wv28I5#oj3C^{{
zA9lzGplf;xGz-gaQy%A|@(4lLKIQoVZJ!!SNrykC4(6+!Q*x(G27^3T>0aF}St+th
zghMqP`+66cmlFu1#x84?y^<Cy3!M|sG_Coy!~-Tt*SyBI+MCEHxi-b6T<`xh_ZC2P
zHp|*5!QC~%f;$Tq?!jGyySqCCcemi~F2SAP?(PI9xCKk#u4K#I$+yqhr_TT1s=FwP
zT21%N^w>LZchA!i)mfRw0u#2p%MM-A1}WI!apT&c`=N^4ariW$EsKPJ7R83Lrp90h
zis^kP7l%luZh>jMyLH6-A%MC~<LA?4##t80V{G&l^e!5K+(4CZOiB~IlDCGE-8))u
z@|LEY1JNM9x=c2P=g>o*sRo%>TD{BoZas2$VBGz5q6t7go~*o5GOCEVoZ=@8YScEx
z-l5ki<jy8XPbAj(;-Igu2Vd`@S4XAhNTt!Cl}9keB~;^Oybd)Q#==o4+f>pQ_X#=T
zQ4rV41@G%516ldY@(aHNl5wrr;ycGoSM!j%JUzEWhd!<pa~ek(+dh_pfRo3@#iLb)
z=75t1p-sD~NKv*$$HU?G>=x|1j{)F2i<7vCrw9DgHn`uRPoZ_kyx5Vmo@8B~j><Ao
zRvr%960XOiRvsK9P++eyJ&QJUu3ZhjtDJryMW{9!O?6>6@OYc0Qw3$>ppEc-wc*Wv
zhliI6g4QmoTvdR}ruLBlF+@SCrX>0ySOAQ?xpefoJFTpkpDrcE;6llF%=eht@Dqp%
zyqwNgjwePs#k6#R!zgo2<Bg{+D8(52wg*T3qlSibFid4aEblQZgeB36S72M4OI{fl
z3%|3e?x%r3EM5Xo{cu}o`xs^H8vVvI-0{abV;o9xcMN)8rqMl~oPp~6b7{qH9RY;T
zh5Z)Jkk>-YCg$0T_A?S#9Jq<-zqQT%|1d<3<$oR`$M%;Hxlx;)A*}T$T8mjQJT?4<
zg#HN&W@{J>qj<0d;s_V)df`=RvKiDPw(obGO@x@_sVC+vD|DY2&ac-N<$OAJPD;BT
zM<2fy-)aCR7GhK>Xpu%QCkeuN>fCjh)r~}x!Yl7oTiSSezSL|?WjB=v79PK#qwKlc
zeKEU0C7+BmB(7ETgoc}hXt~^_wE^}^XHkzY=vJw?Cmpmntktc}9G!l(tgRw+VU@DZ
zDw(9yz7*UW9)C7o>^MJm(F?IC@pQ>9&@!U<l7>V84DVQ+&+U?%eW`eH=^q_4JA}g1
z#aO66X*73LZtE~%@2b9ligrRz<87}iZe3r1$#dAOY90yHqs@|#K+K4qu^bpx)CKzC
zL_;BSQ7Mwiw4$fVYJ7u}Y-Z2e>{I6n2%FG7Gx~xE6@%q(YK-UQ{l(%<FS)XQhk`;e
zl2faU>Xy(pRv0C4a(Cn?`DU8)n7K|1L2k<+@8bay5t?hN-F6ka*8rXh3D;<bBY84M
z1kv_~y3XwuXdO=4f{_Y3JP@!Wk>E^jr$>8^ynr^JSOB*sBtyo=gJ&*$37-$6b*j0&
zgYL&YxG*`kr_3cG6oT3QR5Q|CZaW>LnG7^8F^wyDK}&>~@l}s($*ko95@Kw)!q^ex
zD@{oozD_MyA^7z{_8exX`wLHTMgo|Iq3+KmS3<}l6Yt!sglHrq7PI2g03@i=hKT1Q
z4zJ%G?9RgOlPFy=3u=u@m&`ulqh&&KPI{r5sznl~v@y;H!JCp4pl{9^1kS|m;!DDd
zt2{7ED46sx#Dm2i0O;T^pjsnY@eXjvL%*)8_a~>aR@wG3@7hs`H{J@&83$+ilZ+s0
zfGZiR)O<VugY}3k`Z}pF9~BrJR(>vcKp6rCz8E(|EQ=IGjWZcjxAfWVy*v?dS&=Dj
z%0|K+B^eroBOM8}$vFfxwy-cFT^uB$w7Av{1&A(1_6h=lEJDOwI3NzsEhE4Cw!@tT
z6*}+|*X|1=)lAW63EJ?MLEj-d2p^Fy`dY%b%v7)?EHu;{p}lw_5}Ag6h_fHUgGN2{
zoZbaF5F#Wzang;|;C=$Q5`6+N8uaymOZ4@`8DS$Jkf9-5lldSbz%${&^ne8v=GlQm
z1O$qmkijG7!70z7L2p&^(%~ZlHl_6dS+B4>UqJvyB4YIAr^w*Y-C!N*61eJsQKa$r
zRN&Tz3QQbC=ZV7;oWfKx9L>bCDZT}$QqrO|<0Wt9??R8jLtqCvkw-jW@i|i*vC%$V
zCxt5d3=)tQ9i*ZT*K&)_5v97d%cgvMC>4u^ES4T<PXWa+FEB8NrPh6hBn#ryH<)N9
zZjnru-D}psdmB><DWzAr`a!x>uyc(v`&>!1GB%y(L5y9mo~AH8)^~aL%>dP#iSY^k
zPc$v2!7<GCYn(j;iESbSX(Zn)xq|$kSzC^EP*Oe%*XCBtNt_a8Gh)Mn(0n%KvTV`@
zY4+~r`Ej7tKR|fb2RjwWq~1^$EgFHawaRna;SLa2Rl}i<&Z!3y+-|3WVwSBBP~O~i
zy7(+>H~&a-ID22%bY3dJfpOyOBMn#$)_qst<7P2AUFk~k<_GR*{+oO)cc)@pr6@M?
zQA6p%%;scMSedvII_7{kyiL*=d*3(ufHw7M((3((*J_%!jn(NEX044YpDb|8iq?zk
zTYHdcYEJDwdBazCanLZ5(~HZx6HWSxpUIN#Wn0VGjU}8-^M@Q<7@&lm6t1$qf$SC}
zDNpm7Y_+}hLz`~gc)!|eI+-{tl!G9R)4e9F;0`D;MR8uQ%{7#>p*1t3tr>1go8N+a
zds7?0*Vp0ceuUg>xr+G3zthoQMF+iGhp_OWCg;<hzT|1hV&&6EhXK5W2h#?38{#Pm
z_mU^Sj&G=ULs`0a$`Na4a7ARW++ok3i9=zbt@VBw9&}8%${U|7ejE{>DY}QYvs%gJ
zt7nQ#w|P+{Nb9tGI@XKCU|s<q4Ij#EKFc|b{#Z_mdnoq0H}Jq(5)NByxv|4@`6i3|
zwUs?O#-7aQp3?SMp$-U5So<pfo=GIAL9)qi%pDoOmpHboH07tNTg-_QnY$I_kfO7E
zPTB3gtPH!uA10%|Ey?huT4W*b!Ig#T?7Pw~T+BXiMxojfKH+>ME^EuKUZ$^2NhsaQ
zs^^y5uz~Y+T8S4t>vLI8=YQL(Be}cY?Q;e-T|uF$6K0yM5%qGf$*WK|h~!H1u=&g&
z{!KT^<2+6O@#y_$Pa1+S9~{0CO09OHMIZQw*A7D<%N5}!<;tn%AyM{oBy(F?EDx3-
zI9s6KWMndn0w*}j8`owze9bpv0<NgF0);|u?{m$+^6A20CRP|KpqX8M=DT%i^1?5d
zl;*24yjm|#m21p)eL{X`cYr<$B_1zl*!>ogx8>Q%_l)F7M^|l6cTSVyMv_L@_05Q`
zOh_mYvuC>kx^Fx963}d^s`_!0k&#N>tK(?J+Bvk}YOG`mzIm)Zbr+uQ+ZsF<T9b1{
zq*v3*`!<3bcY#LvQHshV3AoG1)_Kn)yOfk#d`^$x#gkm_`U($xL5U7Wu3Desa{u;M
z`osE7QN}3mY7dO7aV-_UxNmFj079~|@T)SP2#?ueIaJ<DE~?4svo#SNmiR}@!{R+?
zz|fcacbq*=BwBJzUw_tPb|zQ|DN#-#%B!wk)&%kZqkagYp@Kt~m?$hY^!mAQz>3nQ
z4Vzea5q@#$i(H^Zw1`ozv($Krr}N@;dS&7)r+vtq7Tx|xyxkJxCiuy%<k193-E}9S
zyJ)4YPiMH&y>@pCh_2+B#cH>RhKCst+((l<f(H^^3b>DA{7CgJ9Q~eOq?<o0#^2w_
zB5NrqoWw`~zT<pjeFk@CN0~ba4ZF$HUZ;ER-SU9$fdH>DM3wrs$#g5x(~Z0d=_^CK
z;LDSTsx35Z%R}Z5m2;vG4Fc99jEHxXGw7(TZ^~YQ1?n}K<+0e8X;ua0+B0L)zw8?b
zb8qU&P?WTZOCL}wMcZY*?j=kWRP@PZ5D9w+ruj;-1Qf=?@GQw6u^a7?Au~i@${PQu
z-FZb6dQFWW6Pj$oy!v3_&bBqJkyakYXf#IWN>WLz36bF1nHy&Xmx@a{Nj3wIu1*if
z5<W_VS&}Jm4FPVuplZ{)izp;)0$&diRVfxFm8%)u90XaxueegNl@Jv-YeldiJGQ$Y
z*k`LRhAzUYP8Y9-kRBAok-5f;J8f6km`mqXYF<>Np-J#8W(mW^Q@o!h#F<`#E=C;z
zX+6|pX2A0v{fc|Q(M*x<jSpEWt9O=Bx0^zq*m2k;1+MOj*@rRXAzzd!Oc8&@bnsQE
ztrx#xwaA?AKBMBvu;Dx>gu(b>jCjrj9PuP+hVUIsU?ZFusi0%~QAm|F%?EJ`%`&jV
z2Wkr{v1SGO326$E0-fkuDvoZe>0Q#{is5TADGJLda|5n0kx0V@Wc^Oh@}{NMsb~OP
z>qrsx$ifsN;|M~+CEbH-UIm?><==!}C_5xwR-p|JtH%_;4U~_?9b&9CFc0ZZ>67PN
zlpv~%$y_3zy*5cXH8PeY6o@L&LbmPRTwU^vk|!VtSK^Aa)KD!tn*hhhqZ2HHa1XGw
z(U^L#Uk_bFIpzv;(i>1V?q{hxPcQiGRa73RGc3cO0?YL@nkurrba=(r!Go8c_19@A
zoXagLY(8CQFCmD`sD4$+N*XJRpg^HBmEoIo=-#d92773?(dVENTz~Z64chZ`vB5lx
z;>ZcdFK4|mBna?hqRS1aJxB&U;!Z~yN{l`1ZXmaCokk}-s4s4GM#A2EVrQ|0mKrtU
zM!;p^hbgcl84S&QRATB(4Tsz4BrfW!_$XWdYW6)m_>3e#gHqOjSe|IW&({?Vwttup
z5?tVwnZNb5khGCK0Y;Bk<g2(m&IMLLZ-pc;_DDPVjal9g_*q3HI<~xZIEkF<3O2~_
z+MYQ!16`W7SqyfE@H74a#OCMfpy!0-f`;TE0Ma1X`{PE^L%wC{HREIat+#jAoWTg{
zr4o{?GmowrC|{|O9F@X=)x<a#*Uq9iAGX-m(K6v*M`j+(X_1$rt<UMci(d05F-NH9
zbOV%Q9RPEb*9X~}Ubn`ZM|yv`mVG`-zPpeLf;dXX_P)G;uZnYn3IY4<(3H{EYtvL4
z7L9p098pS!MdN{tKUHVYLxuG1jO&L<HS;E&-m0~!0i9%~S}HVm#M=<1QGFu=`l_BK
zXoz!B+gMdH=AC#^)j9OM6~(|RDl!p8i8w_?vINXaX*6HUv!|A)7$x*Klm1MBXHnGw
z5__nvQ_r3KbnMfN(j4(PR8a`-cCZGrho>c032+}R)0E?ER#np*&Q5Q=!lvU|AaM+_
zm6O&jZc?-IKGMr=mQQ(NAL^8Cw8o(-i;8e$8U!)8&PDT;SgqokckOZ_C!C6IW)GNJ
zYwdAioFsT>+;HuU1&;#0l~g~4!N})v^APttECrVh3+*xS<E4a?jfSw$roW|Fs8fUX
zdaX@Vf<)5&dLjH6foU+pd}AT3?U}GwNEdIo<~F}BX1!Pz2O+n5cXNH|EWt&nP_jMk
zaHQi>uc@A$Tajp_61{qgZ+1(H=`{flQ7bfe!>gIg-TRoXqny-SKl_Uz$wvD6GheYV
zQV%Q#JKouMrVB|!LMv}@-l^(6jl9-!dJ{K^@gq(S+d0)J>w`@EvKm?<W2n#%UbMlf
z1Kb=lAH^p-CR;<Y@&dlIB3}$W+|s8nExmP6UN-0FvRQ*WOkwKqBU#SYnlY%$l5a9|
z5wR7vjw5Z2Z-RJ}MfvwU0R-nV{WY8UC0*c%V4>8K760C1_`eOqWBDJ4;j#P~hWG1*
z_rJ6lvi={0;W06>|L-k^2=O~yuybC`D0g4@*2EUwE%=yg_aaT>SG*cn3(!|<Nxu}C
z%b$0BvwSgC8enu(QZ~=KM~&V=);H6l9XLVGlJ7`|V{b;v7iA{wFOB3!7scgYpB&(1
z*KbK59%wM6eu0m6HzDF-!N0oXPJXt30|q<>bM)o)76W@-L-;vH0n$J?e(*D{EiB9`
z9{Wmn;Ws3^9SwteG3k9^+N74r>#E2t!xkg3_SYMqneGwf?0e7PpD=o*S~{~T-?vL@
z^tH~z(3`4ee>epYW<Vnu+QWzRxx=~5(6>Goj22f_W6(P{*Js!oE+UqSrnha@UmUE{
zaR{73^<kZOw`vgbK0{pLr39DbZV*DHkzD{dyrK{TsBrp>%fPm<WO9B`<-!QT`!md3
zA4SRellg^51uZG{qxTq0zC-?mR_wdkwvE~PG0W@`V^E&v$;|5;GsY)!MhB7QxOm_3
z4-q$ZWyBpJFKjNEG}EYeQ!KNC9#uqQVb^*`%gk(FBC8kIxO0S$lHZEQ?OR{Fz|e5*
zm|4)5AvoBNm6yvAHQg;v$)mz)$8{L+q|vAWkJtU)jrY!GH)6Px!(uDg61PFkPLMdL
z5M=0VcW>Nld%+=#?0PJ0;#Kc_FhzH_<rxg;@21+2ORm1@FzDzRKe&Y7?J=r^E2n&>
z!x*sAx$g>~&QoQUmU1b@ED%hmlVXRn%B@x8Lmy=sfeR*yE{a^&jYMM!&>mpZke?GT
zV$Q0q8nB@@E0<W1*0kF7QMpoS@ge%eJe$N=s${ycnZ8pH9KiiHS7gA;KVhP|+AGao
z!bveiHtU&ScC=|>oAJfE;?`pO1pCEJcVhY*Pntz<VwAtnRA+{?OmCjJ&@gP^#fQeG
zU5V8aBjjENO^Rk^Sr2{)?;Euy7FLv$)m;k8@5|4h3n|6TPX}q|jt`T?OFcLT`G|M3
z<49Bcb!PK7=k2m>!W6hq*4zl7^sNy)?$(=d7slL92z@WFpdxh7r43JUgq`nA8Y~JT
zC)UG(5pxkD?DWEujkhm{-$zAi#pDRHzp0m}vK!zb<lgPg-^qqzi}A*I>5@IMxhQX0
z9;<RDdJkVg<77)4ehCoOzmt9BT!Jd;*-<q<yk%+hL6m@ipJUlpalBMtjmt>t&(8zv
zuwk(Ag39jm7eyD`4NGG3*X^Ny6S-pnROQvWm;t)n-WheSz_?_1!M{XM>S!gJ)4AkV
z6MxRv>6fVO(vt+`A3BSa-f2qc-=|EgO3<N)-|&n&8E)?Pt~v8<?}|O)qB7qjC=eiQ
zq%u?JNj$;{${uOGrbb=axu=&3<TJ62a0|rB>Ec|RF8>~e^PxU)5&Kvk%1I0ZotjbJ
zo|bk?t_eNAPa)u2T{cI7R1|%yPWHOm)thlJHWS3c*Om!N8ei}~Vzwc{vvypXkJmO7
z9nQ@(Os=HOH(SYu@>~zmIPUMb`nRey0v%!uVX8UE^~zf2wHbpK_VHrvVT=#F2g;Gh
zs%jPQM10uOSE<9k*TJuurd4FF%b7ej_)PH)LV7Lu{8%A<vIQ%kIS%}H*2`aTasPDh
z{I?-}Y@8tUKxtzeQztVfVpa}Nc=Er3eMPExI$`c%y{w<7FKb`vVd%Ki)FH!>qY#Ft
zB)^TdatjnBM0I&}WJ8E501$vL$dk!^-^v3y`c_3lAY4B5Bb+}{u{A9GHfK;$zL;!G
zp0dEM{3lLu#lVxB35vcxeh)6!^D!^)yUTT37Xh%IX|S-k*%48m$LsXPq*v3*boA9)
z3dMyPtxeHK{19c#)h^H5tE6)D#;sA)oG(X@?l6l4T*Kcg2IJB!eCCgY9LxOPRRj5p
zf}tjy9)O^f^w&Zb*o&1K>O9oR51PKsFE_x%=cSA#{2X0+0ZZ&B)p>ZRsFSX^(+2YA
z{`rX?d+dJCNk2v#M$0U-U9)y?NmpOBy!V37pQFYdOQC9d`wGB++(Y}W+FeK+lDB!P
zonvmeoZz%)Vl;+qtREmfplK#XTbP4uz3=|Mhg5|mbB}R5#;li;N&pLT+nkl<ntdtM
zsG{G-h~{#iNxGXg1S0?dseXfKg&X>?B!R;OC(<s;MzNKwHgJcYw3&;zfZB6`DYh9*
zVAj8RA=h^q-fQo7;xzaj<4R$GlP6;5UYMZTM!?6a-y8q4#0S}4b4KlC-PFOcy8W&t
zOI%TXM3a2~FXZhbE>D-Lxuct@m-}`5=i{z%L(A;;^OW{!hF(Ii6O{^=D31d+)1<~I
z&V(Qj#+HGgl~$C8T>WVeYAv4+(K3)?Abdox9uI;WT1bfIfE^;@l4rpXL-i8g<qM!{
zTCFVC@g^}86KOk8!z$Y%d*wiQ5N03p`b{+2D;!g9jEI_WUfrJRnoM5ZJ+)%omFahe
zROt@p=!r8CHwYe4&!md|V%u3Kw3*B@9))sMNy)p~AuCMuOSn9?*y-iX$$h*iJDFn#
zT*ZdS7N78GKcyAB^RfZ0zMQc#;jT?$AlmL2YMC^LTi(Y*mTDQ|76KxThKhL7q=AQG
zEZIp)q#Y9UbCShJT<hrh{kU<|MPZ6ex^v-NpG0u;)H6_3`(!4VrCRqK9+Z~JHsjAn
z?sh}qKMsfMs^@%HTQ0&Kfst%;kb*0dcMkqirn|oWiBb(S!<r&}*(9iCc&*1S%JVxw
zH6b!rOOEN>f_(pScaE9Pxa44?awojekn(Qg>qffSmxSd3;D^`eTReQbk9-5<Yu(y5
z(aM_w4hmdR+s}Lw7`P^ve3d!#a{}o{SZ9tv0z<R>2rc7SS~?sZCe;em@_veGDwoim
zJQ=O6Oh93jD~XD1tcXKV2K~VZSBrKhoe#b1h<2?=<FG4ct`T+r2(xizt;ljdzRCpE
zIW5k7oJHenJ;0pdSKYbtM(;+*RWr@h%6=QiIqpt7$V=#n9K6Acj)(;%Ox7J#ueVss
z#1rr_usAqoQCF_7N4R5!<k=13I`<KY^6vUDSd>&|=*~7@r-{{FYNk@%4GnXYGvqR>
zODj_;y|&l&dgIMX94(#;Z3MH9B~#LE@~LFU_o%RwD!;>kNN&t=s2e~|h$CF&kP+Vp
zu<v<>v3OUtP60Gd>K$IwaZjD4bL2SU`hJC;ojrMPl^E{zUA9>g=X92%4cR@#I!lP*
z6iIZ)_bV2kB&Mgi<lsuQ&k(^rLpVmVZ}efbJxMmDO|ZLs{r09A;)XJxNclZ1@V-(3
zkBd|HdRcSWHqBuTC+<Vm$UU!OI=hS2Spw&>dMchA58vY_F|jCoCLUgTR^ug<U<yj4
zX(D^`03vTHrnh_yY$j8mU;TIz5#xLk6%7ozwO_I>BY}E5UWxO_Lb_~9HT>8Yc7$F1
zq`r0j_5$y91ia@eZW^Oe(QV_H;i&s&-Pm#c*l}Y46+H~+k$IZtVx%Kf>w;jNB#*Q$
z%~VI4J*n^uK$v#;Ek!(Das)4ntCftONvxdXn;=>Xa2wrM)r<IqN!16cA%(@coOBt(
zc14l69gV354%EV-xUMR7zNGPW%-gr%O=!h9YSg&Q!>85E;Zi(j{*cL|=~*W7-i12)
z0z|ePN<tJvC_zkC55c^cqMCY%0Z1B-8k%~BQkXO!O3{=(5`CfvW4)`fNVyVsuyL9A
zThN~fMkDS<@7kx7(upC?mY~x5p}`r=2F}ps<SIv7Jv-W=pTY|Sb#r2cY<C&36V35u
zDy}^cH3r|ZmZO)KO+1!4H<4e`&qeY*x^+<0ObvQs5CP;h&biQuvR&7{V_w?O1J?7~
zB0s^kF6zcE@qqcwJhE?J)i-aX-PG@w98L_d-8s9Up~dlreYMdJg-_LduVC(KIy@qt
z-G`xXmiXFqd%C3v@mM9(Prw*D{c?}|8*`bP7&a~_bEIDhos`YP8w<scRZunolmcCs
z#<pQyQU+4ttw<5|`vsm0YA?QQib_!*F)f8p9@>jD3~fSvczCTvB5;crMa{o&ealVp
zJiarD+WOX}wE%5vHY@}M6cq|9PFR$Wvx9UeRqP19P)}=wN%I5J$@D_VG_}bcNbtcQ
zuUh7O5kGt8%!j^pT{OaDIrJ$h=e`v&_D~q6i`hrMZ}re*>A+bmojhD{RuFyp5F?GM
z{ZTyjEj`L!hK*swr7*4}`ioU=Zk5F+ZZ{es^cnals?ENMHukZ-NB&HWF_%%=oBN4M
zS{YK>2KMari1S1pVF8C8$y%y3K3Y`R<I;e67BRQjE+&G#?xLq&0_R+|Z|xe1j^C>-
zv^TF*$@%-<X@Ty3R)a}MVo6%TFm)$|g*njIs<CG>WjbrBC-;4mYR%FVDKfA9z--8E
z_}UOJe?YDK&^V)~Iqj3M(YEsd(n-4EgQi>y9ASjYq@J%vwAlT!+ynmQh%sUVxnABC
zpHmXK<M+WiSZQM}2`^-blNa)?uLk)gc^56fI^Zm}UE9aj`i0Easg>v-nz4;8Laxd5
zYDrZxuJbmiM=r}V@j=#)$t*~ruQ5qk(qqA16Gfs6OOG{%E~C#4n0och3F{EU-ut5l
z#8TCGySm(?DPVXp*;8zC9%MOAPOh~8?>3mv5`Mfob-q%(c|c=DR0?v6Pup5GSQhCo
z0o?|WNus$LW+dL^q!G<P*^RJ5xYvjv;u_IO6910;skg)sUk&7nXS;8d;;KYj+<uT%
zh`J!G1h)<FLYpG)2r!*FvIl`viVmS&yt;wwQ4R4z8kmjH;O@^h<8>q0uEOamR64Qd
zg5(Q%9xb%2kNsh=>kMqCzpwbL7DqQ5Nmu7_ar~L}ma|N8LJ91WeQkf6`Rk5h2$uI}
z{8{_^ySFi_-%}b>497kN9w>$}h!+Q%B-VOfo}{%Coqyn-*R#@jKT)R&P<aROL=C^u
z?dK*VKssfxO+89UM?~ez8~9D5CBgtdJV5KBQltuy{ibF<UlzjT$MM)BQZ&~wplW0F
z`AVZKIEG<`$_eEVxyqo+9_s)<pibxlFX%-w_Z8)*)1EK*W{GB_XBgH!!T6MvyU9q%
zx-OxFmkcE7@?mX)B{^iY1B;)gb0%@?=X0Dh;GJikk;OzyGQE@QD2qnRJ}0@sPb6`?
zrm;qLCAZ~2F_(DHIf1Wz!h!JN{gK0oOB;SQxbtV+m3G~|X&SLw<`&imjVtHUxbTR}
zB<r9u%H9dDM=J##1sy}0-p&ga+S197b4=t7>Jrw9ij%aZ^O6=p@ny=2t??RV1xZvQ
zWikzA2y^Zhon>XUG^PHM777%e1Nql6UE+-n6jB+I!B$utdqiB%kl;#C8D}#H{l2KM
z4>K|z#Q8>TGf^JIl}=UXSq4_j;MN*TnfjP#6E$?Ir!;%z-w>IS)*G7UcH>|X3QP?#
z59enV1t$<k2V+LIZ$8!23;5Mc%Jv&pep6W;>DixuhKVIi`0C2o=6#NJh|e#9%r=6e
zYqguQy;N*x4ZHF&SH|9YWNKw}<_RMA>}I-Fe5F6gN<EO^n($8g!b>2gjvo1@U=#ni
zso3?K#mdKn=9YIQheuJjj)YOgG2A=P^@B%?MeP_U06Dw5#iQ)JutvMPxj@RZ>~9|J
z))OWC%tG%LxRrSy+MI0HWZ8x0EAC>@fECFh75jJr2`EDx!{hI=?Bh){cJTtTa^gN&
z6Ym=OO`K6Den6w+gXX8e+}%;W{g@>7p?{$}alq4(y6K#X_bnQ?Ae36ffxa#~(N@uG
z+o<GpfPS<2tIexail^wLs~L=wQ1e<r?ZcZmzOqeMr0a+iYY1=T_sj{IST3@w_zb)T
z_{Ig*>fv<vikppeLXPIq5$B58dg+uJbR6Z>wR#F?{1DD$P2|IlB5m;vCoK(W^hyXz
z$=v5@P@VPaZhB}5x&7BA6@58%;!JT@#!}LlLGe5y;Y=D8Dy+-5Ik#nPJ4M`P9s6fB
z8%|2)PetkZxt;Ab?RM0#op`OeVRh_0*pFDW%N3tIve0FBvNZ(ufMm6DJP22qG^vb?
zS?n(koG9fmT}?VU3(-<Yw-w?pd@7f_S6HK3{XIu55HJV($b=~v?VNn3?@u4I*W+H6
z#;ZT9*qiF!D4tD<f509WqotIJy-TS@e4tm87!f+gCSWrbC0A2&s1-n1Iw+zOd`YC1
zie*fxl_m!d8id*LnpV?#l1I23WaaA@%b8Ij4}ne)nvV0^WwQpLmCt{ljyv3RD%<I<
zmuF@gVeQp;V!LN$VP9PIZMI;wCCPP0vN|KeTWH<xz0Cb|PtmowxUo?hGSKvm0>ft`
z2M{$&++P}#hY7KGC`2s%BY5qd#0qp|N(YNZ&;qKFZ2lAqE-#B2`bBlnF8j^24_@h+
ztnuq0J&CEqOupW!hJb@BR(ar=M;Q}&a_(&p>8lN>?C}!)zKgGd?fQD50|M;1DvS@P
z<(XU(Vp;Ypk{zOK8;(E+3i;J3-J2&$Y`#?!wDtI>wm2-gV?QVAbXJx%hLeKj<9Vwc
zp|k9H=6U(9mz!biiQ+{sN4E5i2E~pN>>PDF&)^p}u=tPO*8kS%$oiYn@h3#QtiCk}
z77qjyFCigMtK@ENU~BacJbjQs?<WW7ZPyrtb^dp&<KLn5nE*dw?*4|Q55m6t$*1~v
z^!%St`oHA<j-LOwLjMP#`JBIl=KsBzzd_~$i0PSsLgh0t0YP~A0M`EjUjDBa?|&e4
zvHpbq{^tw)Z}|AXDgF;cd?5+ppE~>utz-s)2}%enxjQ-;TT9rO*!~SqT*=wa&dS*O
zC$=A`p>hsJ#t!B-ro>bdMj(>8lRHRXMPpNQ5K@>sG1WT|OqenCPeTBsu<FnD|6Mm>
zV@E>=b2}$n2M{9t-!50H5^Mg<382Zs%BlUEl0T*Ysm*V}RR5hhf|;4)H~Yi;*lwF%
zV#MHccX%SrTQL2EMj^~nOGf-gWvNDPC`us<FwWiBCL&>pVnRTz&&$Q~3EAY#GVF<<
z4m)mc-2`g1H%XLT{{|No6mI!W8odGv4Vcuv2_Y%+j5A?bnVzl$KIwQ3H_>K6JN`=J
z2d)d=8aZb1h1(j-?EX8sG8QFRcKj)kE%`;g8rr2J?I09Z;+hbc=YAJtScBow#Qrz<
z0W;zwx3E|TjMcX;xxkpm{Z^MpRfSK^2n@p71!oOeUhV_jF<GJLUu#35$Vk;f?zEwZ
zu52GLeL%MMemR?@e?RSiyOH^`*Fin051QJbA$BCz{53fgLB0K-=f%$n0UEsbw#qi<
zKVjX8S^sWh7qJ0-{W${||1ksT#s3kS`?H$ghVTFCJyp<(VEw7zPrLsAB{X~1|8Za(
zGY8A>H(1+Mhog4~&^jhncl*Jpr4`m9=5V3ghk{QNzI>Co@*5w?l4OmLurHnY9^ARa
zNCJv=bCvSliklKpWlkO%QqyU_zp{Oiof|w_&nDdPdbo%!6XxaVpv`Z6&-CnO7nx5J
zZJ9`r&s^?!Yv+!0{q-I#ASCH|eFKW-!+o^TE(xiGJBs%VSC}Mrtf=!_aDOuURodmO
z0fmffIJ^g`7!maOhBnslok#}6nW0SCi~)Nmx-0NvqGuAW%C8&`5+4Z?#;koan)Sw+
zB-Ng(<)l`}2EJL;WSaAP6`t(4wq}ki%at9;S>Q$yj9XniD4}RO%Z^YvqVQfAhiN6@
z?={-`cLf`NgrwjpP{6+FNS&~#t(?9t22|#A$(ty~L>!qwMP+$<9^V`piqobwn2RA<
zS3^I&JYB@NnxiXUv9(ldozw2|u{w<wRLL|6yqKF$mUVN-b4+bAiZYA`-0=WcWn*ME
zEk4AbKp^mc_Fet~ZrhP2>hy|Q6_RW0ke8B|2G)j)veoxcK`!8w^4jdI?(1;01)t?~
zL08)JH=Om+gl(!#K5A!n6&C+qlg5A}Q{HbU9BXW>yJ<8uE|f9H!}*7jZKSui$}tsU
z*h@O)jzZqw<f=%T&nY)D9@wuj=FN6b4^UU(4_QIWX2(hc$Wj*^E?GARX)a%Zmf}He
zxfKMXmTRuboh8l4Y>W(UY;DTz-s!R6q1LoH_Q528M8k7!)7&_FEq(V9$9Cic_Ec#7
z5h#9$Zj>9kY<7I<%^g-)j+(-hjnQ0rq=r#NlFS-J)(Nv96JZ+^tci$(6S`Uk@#N&!
z0!>H3$R0wu(e}_UUrQu6VQulIqw--#0)jH+p;4z(2@R+|-&p7~FY~Ys@KO&Z5KauS
zm=brIu%eDuYmpQ>)3Ect?V*)igB+~p8na*ZJKzh#yW)>64StDf_gzbv<SRgu6jpnV
zCBQ*rj}vjD3_v9@BP~zh{i?u6S@J_;O8c{fcV=)V0fR?AM7&t1tR(Wtwwy&U75YO)
zNjr|{x*6rGND)&0JQ$KtnWu|>KCFbLVgpOY?Fc$~20S!8j0ce&B-QaWQifnz!M8Du
zaj|ZCduVXN@ID>a>~=8duiOe$!a4Z+up+?ylaafxsTkQCcE&xh#ZrY5w^l#XCmzo<
z)>gPFwPidOYjgEo6?9t8wU15i*WRb(<CrogFn7^@!P+Q|Uq9bbywmBJD_$z;rO+5f
zHF`FMj?SQh`52@fOEL@e>2Oz%7cuTcQ{C)uaq_9Auy1sHAbQdf<qw1z@I6^YofZ-~
zB}2drWHs0iD~^(WJmi-Qp2H7uo^t*s`Zj(F#!e<$?T-7YSC{(yz3K(ZFw;nkYsI!5
zXVnNL1K5i<90odAHx%le&M+!)lt;-KTJh39o+#Yo(b@<BYWc=IZT;H3e^_(=)e&lO
zY;w63kx`de{d*r&&uZy`!R=#Mo-_HWe(yMU#atiaz@QNbs7?ZC?g=Tz3@BEkwB&?h
z97|?$&9JH-tfS+yEErz3cL(rjeY)1iBUNc1K*<Zuw<M+F<|gJ4FleSw`h3{gI~qsl
zm@G&h#x*=5sC<+?60k1Tm0-BXVSEQ`oDv9rlox%odX>=uC`9S0(s2i`O+d<h;MovY
z!Qw^F1q&#U(P&set|1_u$<MOY01gMvU>U!2Bc3Q&b+pyUO}j`f7BIgJ_AwH6&9Rc*
z)};v22BuL?qU-|^O7p%p&pTG$!{saGjE8=Q(tlgU?EfS~^j%6d!1xlmkWcA*>taDz
zJB6KHbs9!bud4N1C+7#~T&YEx+W2BGuY(%FEq1$Z^_cgfWQwoM6JzF_$k7t=yJssH
zzq+t}9>Crc4m}QI4lOMcHkT}EK7cP=npGtt6Ro~ACxIT2L#Lb$h-cw?&M*wSbRH*F
zOK4@;smscRbbBl*#q9h-!~=`{xQ6zFM6vTN3|`-L<(Da_LwJFBW6|}M82$bwSr5qi
zI8BQE*o~9<=#(y!Y}$FFjRhwHWZfX1<h!fYPZFx!VvJn8UsY=zP`;bDg8O_8UCZ`c
z=CqK0UHFb4qE%^2i~4K8<OSp=2K*v5+_kv_dHi?Q8E_bUIq)AHWa|78Jhb*x(}F^#
z_kGp6r1(m*2t>Qd`|9P^k&W2&n9Mr{VyEjLu~#|lNE|{eFId}WZt5mOBSg9u%hPX-
zb0!*TcAt5oQYu^lI@ffa3|`TB=j!77y#3+4(%kBubZBj|!?jJysJS@m?yHzpg-4Zw
zP5YWn5a!uMVv1WjQ)S%r`QRoR-!(-oxEXB=$N=~EB;+qdaz(N`YeCg#lb{W^n-@&T
zZHV&>mA`v<NOg9&`j})rsff4Dxz7V$Q>EMUb&0va`R#TA@zNx|v7wAjuY(|2O9K0;
z5l;}Dpicf!q^fJ{e7W?fYMc9AxZl3$O`v6O3zC09a{`AdbeOyGq442LXgdS=HWr-n
zyYQg#@2t`(Q&ZBDhFA9?o57^_HKVHDtdZXg6kPQi6;Mj#J@AU_@aFQXxA*;dRpBlL
zAFE}T-YJTxcO;&9%=6@;^&VZ<qa$}%hTFI}J;3a^?n`vJN>B>kos8o6vs?!W+>w@%
z!V&kW0->N&hGOV6DR5MwW$_C?t|mYy5>Zxr-eM0JAsc$HsrP{u{d!=*(ZI+jolXA;
zB=-=uQzcZq>+U&%Cj~?MRznG=L!J)Vg%g%iM`t%R^ttK)DDd4mFCb$sn@Rqx#H%?0
zK6V(vmCv`We7|QejU2I4_cfuDi3zi|;_`OKt_dMe2+yhT(6^))i2nP<;dpYm*zsYA
z7$SE%P5DQ|fj5sFVfV6~MgjQe+6OAoUEbmAZAy_dE9~$yR3t%K=Mq8D#V#EtlwVqp
zHOCDPzAgFX1*extkw)qAKl#PKirmk5&rL}X;3+2M9uXbJZ`Adk^0jk27jHW9Sa7h4
z)Apro&v>b<PAP<`Cebsa-i#m8;HBO)B`flg4tCk1&i$AdDrrjj`}Z4o43In)`X0<i
zL*g60i1QqCV30|+@(6N>&4*4)<ANc^0Knn+m?^dO&?7zg6cCx@N~Gy%`Q4emMwwnO
zLnp4^HX5Rt$2rAb&`q;33H<iEs<l@)8oh?9eF~X5M|;tuhh~h2&-jXUFQrWNnT1m2
zzU6`q-ECLoYQ?mrvIJ_5*7VH=N@6Ud2O6V`i7{W$?6F&{`83P5Q>-{|X`8=O+%JOX
zr{JyhzK(i@2c3*rK^3s+d%ADwHSU!w7)3nDQb$`lMM}OQ(CNPj&0SRl?f5aW&aydi
zm4RNu%TI;}P6;W<Ca6fRu>Wl(`HCH0T9!HV-m5k~R?<5u*QQTvUbU?&1j!8;^d&mr
z^Kgh|zV;eZO^A?DHeiUXBQ%A`^6J;M@uamzept$O3MG+Wn2@~(69SE7KW1QFe7h<}
zHIa92=e+DbO+cD^&bR}IERlRwHcTH5pAJP^RvElOHw+id;<MY=dToJCbWheQ(74@;
z<GLX9&7e0sirX9cTu>NhkBouw^d4b6W$-IbO3g)E$AkBqtfQ+fAMNCBBwu1w$QKoT
z1S&qd&mcHSVIm4X@q!l)PyE>Xx!s{xgJ)J|aih3b!m07lgh9i1%I{|w-nAxV(KeCo
z1z4`j=I*_#)$|h1q~r`ybgr2VrB%nm$17(HY5De6O+Qb2Ya<St=j3haG0J*t=iFUz
z5MvrD7jqVlFYfqpvvYg%W#u>;RE;v;S)SUKNx4tU+>ubzX<!~yrhKE<Jy_cHc-Fsv
zGx^`%8~hcl13L2mXD}|-zhmeB6O8NE>Hfcr0%H3=hyr2*y>0$4!MIcqZ1#u|Z@fMb
zZ4TaDdNogYSZ%%XTU2?fpO+l7?4hKR<}sXAWMFtkv*NBDOmI(ygQE_sp^7Vc!SCaf
zlP>#8pOs!MA5G5p*2$w7smop~X_@(k@N-sYi~&)NA%$TNIq?oJN!fcal?oExi_7YY
zr$Zk8%QSZzPR;=KPv2j~&wd$Ry}YMtFuXvgg2fB76ed=T#LY$P3%`5&^{Fpe^B5`a
zlj6Bq!=&|+`XTuj!hv9PdnF_<Dko;5hj9bMHl}7GcV3_B%z(m<?@poE+o)D7h`XwQ
zn;b}{8>CBc%~yqySRG%0k7O-Us?L#`)SB$d{K^dmwy<GCR0s{r=PlNeQH^-C7_*!H
z^rx!F*q<A)m0{TPrC;jnsGfl5*qAhpP9NR}33{GNI-av#>ozTh6BL)pQD~}=O)wu7
zA@f6_K_`C5*fkz4aTlTOY5=eFUcCaROma$?Upe%V9X)PURbYfo%Oy3^Dn!!YmYwJ3
zx=49ANv+H%nJIlW^v2Tl12(Lxtl(sYQOdHN#$>{+^tAb&0`C$Pyl*2Ii!+BMcr8kq
zJH{8`H!Fl3QMy%`qa_J4b(*J&O-AU>O0_tzMN?QhtSb$K!#upRQ|Ucp9C`g4v%I)Z
z6^rHGNB0u?T=z8a`)rw8i?M<g5;X5gGj_%imyMSwgzsE<Fo)@pxOXU*lP_r~?!>bM
zM}-`Vw(_8ObchSt@ut{CYf_-9k5Vji*PXt{SgNm^)+<S@Y<QTk88i<U;vY8*G;sYM
zvi<IBgIwdnW8v!M_U|8dy=+empEG45&sm=ceh4r~aWdh57v{nC|Iv&2Ps7iD${@$~
zn~mbXv*|Fg0)W36bt+V4VpiEuJDyZ86a{EVs!D8gMf|MOu@6~A8J7u-QgxVUBao>p
zSA8~9-<Bq3b~J#DE$BZufal|H&U(+YAw3)0vhUhLe()LkpUSm`H(^PAAzGiKww<Xr
zb{{Wqr(b$*mpZC+4^H=rAzIY#+x~&mM};3eWQL?wt8x(z#=Mb)OpKnY%iz$&hla$c
zmUxwC^rY*`Uu3@ieK+a8WD83ait+qT(mk_<U1CIO4L*NcJ<N4+{XksSg(<#2Og!KH
z(8T4QazcZFB&pE++RvCgLf`p@V3v|?n6~Y3x;kZtEF|J2M55p4^kpe5Df!f;$z#3J
zrR{cXVpKu4&UoF)NIiZtmodR3aiA>q+t6DANLhRb61OZ;E`Nj=`VS<K_&DuhsF_#p
z(LtfoTEYap{0wJYZN_g+wQ_JYxNF=m7*T90l{=mocmtol`hCnIoGUQd>x?;3-t0oL
z?R*>;bN2r+_k)?OtN&=DqwjOK5~Q3pqPZx8FDjRc@k<A-a9E;v5B<V+a&ClF$p$%g
zd*6pk1S>FIwM)#|aTMfTQBy6JbWqNpXU1>{yY1n1Ys|$@0U4&|OO9(7uhB<|OO9Ys
zkk^-FI*crOJY1^63#wlqZhS3=TXG9oA|3w9X;Z4_&LS}zW!0huwtz0$du{Es{91cI
z|M=GF1aYYP?TVj$_*SNaF;?};OPh}Q5ed5U*Wq^DA7#<#uO}xYswb0;>sRD`KBj}E
zvJvMY?{e^l*o=Ls$|iO3UtH(#)>EmI$xg1CR7b1?L%C!gnP}y<YsTI7J?pcb%C!W7
zU!*nB7TAhSZxb|d30v%fSqX^&S5Y)#;PebVA#R5}-cZ-0=D@X_rFc?k-w3>KFfP+z
zFIj_TU$Zf%{ou3KHvQV*tB}(>ug~L5-O5(^axCTDiRb7t5z3B1s$(Ny7Pf^sd&+?s
z#2n;gZVOfz8i@ybI=9Wzz{07#AHLT$vj(4I$KDL{$j9bp#ar!!ys9bDJP+;a$7<kB
ztLLi|yWtS$*D&}F8SVD~4|$n4FkPF^b380~-y8#V@adh1%u_U91jV6}q>9~A0Du1p
zyu1KIqLNGp8xE51)gjT?3Y<0mX2D$j9o9Eq>Z`dsGB?VlqOV?NB^3%JG;`Pwu73NL
z5$o_2DE<#B6h7W-b;zP<Z7$^w#GL_IFxUd+u83kr-FC#J&I8Daecq<StG@N@aE0@y
zTkuK>M%JDCVo5yPOQYSW0vwb%NL6*Y<(??({@$`z=*^LJa^7DPS#C?dyG*GDzf_+=
z@i-_|MuI<XUFfVU4Z^K|yW#9>mK;7M5z_~A2)4T?Ved*y)V0`wgxZ(s-TU<86DX}B
zyZ6WS*3Ggi8Kvz&)tOBE*5~6qMEKF!_cqqNEYzRxDMUmY<z=r$H*!8h(lk;nTlDLM
zP5|}kh}V_~ZVZ-MfQ$~%6!-<j9oque^rzk4;ZxbJ1Y*0XP|@H4-PfTgM*~1`Q9Lb|
zsZr_a&#Cat`g*~VM3*cgS!e<)E4c+<?mB5Uo3W>aQK)dg1}P7dS06vAAVIjD!dS0e
zoZ8*fL=?)D+~!)cLLNk3mF09-t+Z<mR3#_X@f!I$d^N8|tf<{UkE>qYeQRgNVT@Ow
zy^5wuR=iO&=WTieP1?<Vf+!m9NzR7?-o+~!-h}b7`nW_#zGAD-4!iK1RjI}Tx80*j
zC%c$-TyXx`PQh?n)QR7lnnhL4ucLV9iP}($8yTYQkF#v3kXQlTUIRPw;H0lc+%<|w
z(dYGWw&iu>`nY=w3!T_VM~Em8cQ4&~W>wjz-64;x!>!c=VH;w7AVTce`phsXz>u84
zk0^Ij0X5thPV6YLt5aWmll9M7dCG0(5A5{`#TD^6-p#r552p5+Ddv<>N_+Qp!LNmp
z8O1Q)VgzoT8>v?VR}%DpWMjCvj2wET$cS+n$79<wepDdzOGpn><I+R;j2rj>ZIa&Y
zcD?4acK%EN)~Qj3^>0s&Z2#L+<FCWr|LD~C>rn{e{O76h*YoMWJT?AyXp}NH0$J66
z*`$eorF>E({slU#Nc;;X1N7&Yvjdbr_ovyK_?I?6&F@0C&LDRR`#;R)KXWxX{;S=b
z?KdaRuYdnDP1G-7Ss{HVeJfkj-(-ICcnLWe>;Lq&P(8nZ*?}2>nSeQgS%MLRF@Z6F
zv4DPv!RSH1uD^a5{)K}9%n-~L%o^m>0X@czoDD(AU8&5SKuKWf?ev|kY(e>*S&6m&
zMzJ$8VQ@5IurYR`x3YEBH#IkAFtoMSq6W#z*cu7{OjJuH%*6~~0s>e7tV}Eb7G`!@
z05c^3KnY^`)j)GwoBzP~|N4U59E?riLCKQY;6Yxczki6?SXn_GZbJNv1_Z^R0zu>R
z^FwU&H`?DAfAO*XgT~Cx%)|s5kw5rY*g?JiCyg284g7-!U;_2@ztWi5L8QOPGJ{xt
z=K}yZ*#Upy<7D|avP^&00bpTb;`mcH762&G_h0JZU<Xaee{CN~mYw6TZ3h0?K4x|%
zPLN0LH(8Kwtek(82kJk-&pc(n)$zA)KgZ*r{S0K~;QX1C>|gmnvdll7IR8omvVyAk
zLk}PmC=2)>Z3fYp|Lg;1b|C9dyqMq0V`k;}ndbQq8tb3^3}gZc|Di9aElg~nl*zxz
zva)cn|FsTIjz8uGkd+O<{)g<Zf<UwOw|-#*a{kP?{Cgdoe~|^U0YEMMgAX*tf9^E@
zD*NlpU+UoC__HlQHWmQ;pKWGiW%`S5Y^*<1w*Tik*g<Rh4}F1boB-xO#|^YTIRETF
zb^!3_9{C^j-~fWA<?nnzb`~a3620GKfgAuP4v;hNU&{m006#b2-)QWdKX;5jY0Q5a
zOLkUPz+c+T399)ISq_jMfAqnx!v7o(4pxpo*C3Ds2wItcmdEm!bq?fU0RsMPGY1<J
z@Xz*vXdM5tzc@MQgCZIn;D4nH|K-sCxuSl$PZe!#orr%uWI$h(%sq^MZmWzE!o-?9
zCZKK5n8kqEfCaz_&}U*{Vl@P1Xy;_-Fkm$TfVNFO9(`i~XxSJsu^Ss0a<H<Sup0t6
qnG67ih8!#=#`+w_e82LAJ38q*IQ`nQLEAEDqk<<V7m*W%|9=2*ZWbc|

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-reg.xml
new file mode 100644
index 00000000..6afe9c9b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-reg.xml
@@ -0,0 +1,157 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-013-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='399'/>
+         <instruction instr-id='399' subinstr-id='2'/>
+         <instruction instr-id='399' subinstr-id='4'/>
+         <instruction instr-id='423'/>
+         <instruction instr-id='423' subinstr-id='2'/>
+         <instruction instr-id='423' subinstr-id='4'/>
+         <instruction instr-id='423' subinstr-id='6'/>
+         <instruction instr-id='423' subinstr-id='8'/>
+         <instruction instr-id='442'/>
+         <instruction instr-id='442' subinstr-id='2'/>
+         <instruction instr-id='442' subinstr-id='4'/>
+         <instruction instr-id='442' subinstr-id='6'/>
+         <instruction instr-id='442' subinstr-id='8'/>
+         <instruction instr-id='442' subinstr-id='10'/>
+         <instruction instr-id='442' subinstr-id='12'/>
+         <instruction instr-id='463'/>
+         <instruction instr-id='463' subinstr-id='2'/>
+         <instruction instr-id='463' subinstr-id='4'/>
+         <instruction instr-id='463' subinstr-id='6'/>
+         <instruction instr-id='463' subinstr-id='8'/>
+         <bounding-box x1='76' y1='143' x2='500' y2='204'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='2' page='4'>
+         <instruction instr-id='33'/>
+         <instruction instr-id='33' subinstr-id='2'/>
+         <instruction instr-id='33' subinstr-id='4'/>
+         <instruction instr-id='33' subinstr-id='6'/>
+         <instruction instr-id='39'/>
+         <instruction instr-id='39' subinstr-id='2'/>
+         <instruction instr-id='39' subinstr-id='4'/>
+         <instruction instr-id='39' subinstr-id='6'/>
+         <instruction instr-id='39' subinstr-id='8'/>
+         <instruction instr-id='45'/>
+         <instruction instr-id='45' subinstr-id='2'/>
+         <instruction instr-id='45' subinstr-id='4'/>
+         <instruction instr-id='45' subinstr-id='6'/>
+         <instruction instr-id='50'/>
+         <instruction instr-id='50' subinstr-id='2'/>
+         <instruction instr-id='65'/>
+         <instruction instr-id='65' subinstr-id='2'/>
+         <instruction instr-id='65' subinstr-id='4'/>
+         <instruction instr-id='71'/>
+         <instruction instr-id='71' subinstr-id='2'/>
+         <instruction instr-id='77'/>
+         <instruction instr-id='77' subinstr-id='4'/>
+         <instruction instr-id='77' subinstr-id='6'/>
+         <instruction instr-id='89'/>
+         <instruction instr-id='89' subinstr-id='2'/>
+         <instruction instr-id='89' subinstr-id='4'/>
+         <instruction instr-id='95'/>
+         <instruction instr-id='95' subinstr-id='2'/>
+         <instruction instr-id='101'/>
+         <instruction instr-id='101' subinstr-id='4'/>
+         <instruction instr-id='101' subinstr-id='6'/>
+         <instruction instr-id='113'/>
+         <instruction instr-id='113' subinstr-id='2'/>
+         <instruction instr-id='113' subinstr-id='4'/>
+         <instruction instr-id='113' subinstr-id='6'/>
+         <instruction instr-id='113' subinstr-id='10'/>
+         <instruction instr-id='113' subinstr-id='12'/>
+         <instruction instr-id='125'/>
+         <instruction instr-id='125' subinstr-id='2'/>
+         <instruction instr-id='125' subinstr-id='4'/>
+         <instruction instr-id='125' subinstr-id='6'/>
+         <instruction instr-id='125' subinstr-id='8'/>
+         <instruction instr-id='125' subinstr-id='10'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='137' subinstr-id='4'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='143' subinstr-id='4'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='179' subinstr-id='4'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <bounding-box x1='73' y1='559' x2='517' y2='733'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='5'>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='277' subinstr-id='4'/>
+         <instruction instr-id='277' subinstr-id='6'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='297' subinstr-id='2'/>
+         <instruction instr-id='297' subinstr-id='4'/>
+         <instruction instr-id='297' subinstr-id='6'/>
+         <instruction instr-id='297' subinstr-id='10'/>
+         <instruction instr-id='297' subinstr-id='12'/>
+         <instruction instr-id='297' subinstr-id='14'/>
+         <instruction instr-id='297' subinstr-id='16'/>
+         <instruction instr-id='297' subinstr-id='18'/>
+         <bounding-box x1='76' y1='356' x2='506' y2='383'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='8'>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='229' subinstr-id='6'/>
+         <instruction instr-id='229' subinstr-id='8'/>
+         <instruction instr-id='229' subinstr-id='10'/>
+         <instruction instr-id='229' subinstr-id='12'/>
+         <instruction instr-id='229' subinstr-id='14'/>
+         <instruction instr-id='229' subinstr-id='16'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='4'/>
+         <instruction instr-id='313' subinstr-id='6'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <bounding-box x1='71' y1='334' x2='502' y2='429'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-str.xml
new file mode 100644
index 00000000..976d2faf
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013-str.xml
@@ -0,0 +1,441 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-013-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="307" x2="329" y1="193" y2="204"/>
+                <content>2000</content>
+                <instruction instr-id="399" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="392" x2="414" y1="193" y2="204"/>
+                <content>2002</content>
+                <instruction instr-id="399" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="474" x2="496" y1="193" y2="204"/>
+                <content>2004</content>
+                <instruction instr-id="399" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="76" x2="232" y1="176" y2="187"/>
+                <content>General upper secondary education</content>
+                <instruction instr-id="423" subinstr-id="0"/>
+                <instruction instr-id="423" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="303" x2="334" y1="176" y2="187"/>
+                <content>15 455</content>
+                <instruction instr-id="423" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="388" x2="419" y1="176" y2="187"/>
+                <content>13 951</content>
+                <instruction instr-id="423" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="470" x2="500" y1="176" y2="187"/>
+                <content>12 068</content>
+                <instruction instr-id="423" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="76" x2="222" y1="160" y2="171"/>
+                <content>Competence-based qualifications</content>
+                <instruction instr-id="442" subinstr-id="0"/>
+                <instruction instr-id="442" subinstr-id="2"/>
+                <instruction instr-id="442" subinstr-id="4"/>
+                <instruction instr-id="442" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="303" x2="333" y1="160" y2="171"/>
+                <content>35 190</content>
+                <instruction instr-id="442" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="388" x2="419" y1="160" y2="171"/>
+                <content>44 307</content>
+                <instruction instr-id="442" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="470" x2="500" y1="160" y2="171"/>
+                <content>60 152</content>
+                <instruction instr-id="442" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="76" x2="132" y1="143" y2="154"/>
+                <content>Polytechnics</content>
+                <instruction instr-id="463" subinstr-id="0"/>
+                <instruction instr-id="463" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="303" x2="333" y1="143" y2="154"/>
+                <content>20 527</content>
+                <instruction instr-id="463" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="388" x2="419" y1="143" y2="154"/>
+                <content>20 922</content>
+                <instruction instr-id="463" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="470" x2="500" y1="143" y2="154"/>
+                <content>22 083</content>
+                <instruction instr-id="463" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="2" page="4" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="394" x2="467" y1="709" y2="733"/>
+                <content>Number of
+participants (*)</content>
+                <instruction instr-id="33" subinstr-id="0"/>
+                <instruction instr-id="33" subinstr-id="2"/>
+                <instruction instr-id="33" subinstr-id="4"/>
+                <instruction instr-id="33" subinstr-id="6"/>
+                <instruction instr-id="39" subinstr-id="0"/>
+                <instruction instr-id="39" subinstr-id="2"/>
+                <instruction instr-id="39" subinstr-id="4"/>
+                <instruction instr-id="39" subinstr-id="6"/>
+                <instruction instr-id="39" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="478" x2="517" y1="709" y2="733"/>
+                <content>Females
+(%)</content>
+                <instruction instr-id="45" subinstr-id="0"/>
+                <instruction instr-id="45" subinstr-id="2"/>
+                <instruction instr-id="45" subinstr-id="4"/>
+                <instruction instr-id="45" subinstr-id="6"/>
+                <instruction instr-id="50" subinstr-id="0"/>
+                <instruction instr-id="50" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="73" x2="381" y1="691" y2="702"/>
+                <content>Vocational further education and training, not apprenticeship training</content>
+                <instruction instr-id="65" subinstr-id="0"/>
+                <instruction instr-id="65" subinstr-id="2"/>
+                <instruction instr-id="65" subinstr-id="4"/>
+                <instruction instr-id="71" subinstr-id="0"/>
+                <instruction instr-id="71" subinstr-id="2"/>
+                <instruction instr-id="77" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="430" x2="460" y1="691" y2="702"/>
+                <content>79 935</content>
+                <instruction instr-id="77" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="493" x2="505" y1="691" y2="702"/>
+                <content>55</content>
+                <instruction instr-id="77" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="73" x2="364" y1="675" y2="686"/>
+                <content>Vocational further education and training, apprenticeship training</content>
+                <instruction instr-id="89" subinstr-id="0"/>
+                <instruction instr-id="89" subinstr-id="2"/>
+                <instruction instr-id="89" subinstr-id="4"/>
+                <instruction instr-id="95" subinstr-id="0"/>
+                <instruction instr-id="95" subinstr-id="2"/>
+                <instruction instr-id="101" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="435" x2="460" y1="675" y2="686"/>
+                <content>2 961</content>
+                <instruction instr-id="101" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="493" x2="505" y1="675" y2="686"/>
+                <content>73</content>
+                <instruction instr-id="101" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="73" x2="175" y1="658" y2="669"/>
+                <content>Labour market training</content>
+                <instruction instr-id="113" subinstr-id="0"/>
+                <instruction instr-id="113" subinstr-id="2"/>
+                <instruction instr-id="113" subinstr-id="4"/>
+                <instruction instr-id="113" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="430" x2="460" y1="658" y2="669"/>
+                <content>51 955</content>
+                <instruction instr-id="113" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="493" x2="505" y1="658" y2="669"/>
+                <content>52</content>
+                <instruction instr-id="113" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="73" x2="207" y1="642" y2="653"/>
+                <content>Courses ordered by employers</content>
+                <instruction instr-id="125" subinstr-id="0"/>
+                <instruction instr-id="125" subinstr-id="2"/>
+                <instruction instr-id="125" subinstr-id="4"/>
+                <instruction instr-id="125" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="424" x2="460" y1="642" y2="653"/>
+                <content>298 839</content>
+                <instruction instr-id="125" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="493" x2="505" y1="642" y2="653"/>
+                <content>43</content>
+                <instruction instr-id="125" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="73" x2="243" y1="625" y2="636"/>
+                <content>Courses organised as liberal education</content>
+                <instruction instr-id="137" subinstr-id="0"/>
+                <instruction instr-id="137" subinstr-id="2"/>
+                <instruction instr-id="137" subinstr-id="4"/>
+                <instruction instr-id="143" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="416" x2="460" y1="625" y2="636"/>
+                <content>1 649 692</content>
+                <instruction instr-id="143" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="493" x2="505" y1="625" y2="636"/>
+                <content>72</content>
+                <instruction instr-id="143" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="73" x2="201" y1="609" y2="620"/>
+                <content>Open polytechnics education</content>
+                <instruction instr-id="155" subinstr-id="0"/>
+                <instruction instr-id="155" subinstr-id="2"/>
+                <instruction instr-id="155" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="430" x2="460" y1="609" y2="620"/>
+                <content>13 560</content>
+                <instruction instr-id="155" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="493" x2="505" y1="609" y2="620"/>
+                <content>66</content>
+                <instruction instr-id="155" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="73" x2="189" y1="592" y2="603"/>
+                <content>Open university education</content>
+                <instruction instr-id="167" subinstr-id="0"/>
+                <instruction instr-id="167" subinstr-id="2"/>
+                <instruction instr-id="167" subinstr-id="4"/>
+                <instruction instr-id="167" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="430" x2="460" y1="592" y2="603"/>
+                <content>57 986</content>
+                <instruction instr-id="167" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="494" x2="505" y1="592" y2="603"/>
+                <content>80</content>
+                <instruction instr-id="167" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="73" x2="144" y1="576" y2="587"/>
+                <content>Other education</content>
+                <instruction instr-id="179" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="430" x2="460" y1="576" y2="587"/>
+                <content>91 568</content>
+                <instruction instr-id="179" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="494" x2="505" y1="576" y2="587"/>
+                <content>55</content>
+                <instruction instr-id="179" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="359" x2="384" y1="559" y2="571"/>
+                <content>Total</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="416" x2="460" y1="559" y2="571"/>
+                <content>2 246 496</content>
+                <instruction instr-id="192" subinstr-id="2"/>
+                <instruction instr-id="192" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="494" x2="505" y1="559" y2="571"/>
+                <content>66</content>
+                <instruction instr-id="192" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="5" row-increment="0">
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="219" x2="241" y1="372" y2="383"/>
+                <content>2001</content>
+                <instruction instr-id="277" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="285" x2="307" y1="372" y2="383"/>
+                <content>2002</content>
+                <instruction instr-id="277" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="350" x2="372" y1="372" y2="383"/>
+                <content>2003</content>
+                <instruction instr-id="277" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="415" x2="437" y1="372" y2="383"/>
+                <content>2004</content>
+                <instruction instr-id="277" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="0">
+                <bounding-box x1="480" x2="502" y1="372" y2="383"/>
+                <content>2005</content>
+                <instruction instr-id="277" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="76" x2="191" y1="356" y2="367"/>
+                <content>On labour market training</content>
+                <instruction instr-id="297" subinstr-id="0"/>
+                <instruction instr-id="297" subinstr-id="2"/>
+                <instruction instr-id="297" subinstr-id="4"/>
+                <instruction instr-id="297" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="215" x2="245" y1="356" y2="367"/>
+                <content>29 300</content>
+                <instruction instr-id="297" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="280" x2="311" y1="356" y2="367"/>
+                <content>25 800</content>
+                <instruction instr-id="297" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="346" x2="376" y1="356" y2="367"/>
+                <content>33 300</content>
+                <instruction instr-id="297" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="411" x2="441" y1="356" y2="367"/>
+                <content>33 500</content>
+                <instruction instr-id="297" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="476" x2="506" y1="356" y2="367"/>
+                <content>33 000</content>
+                <instruction instr-id="297" subinstr-id="18"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" page="8" row-increment="0">
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="71" x2="144" y1="418" y2="429"/>
+                <content>Roles and tasks</content>
+                <instruction instr-id="229" subinstr-id="0"/>
+                <instruction instr-id="229" subinstr-id="2"/>
+                <instruction instr-id="229" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="380" x2="422" y1="418" y2="429"/>
+                <content>Teachers</content>
+                <instruction instr-id="229" subinstr-id="6"/>
+                <instruction instr-id="229" subinstr-id="8"/>
+                <instruction instr-id="229" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="461" x2="502" y1="418" y2="429"/>
+                <content>Trainers</content>
+                <instruction instr-id="229" subinstr-id="12"/>
+                <instruction instr-id="229" subinstr-id="14"/>
+                <instruction instr-id="229" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="71" x2="181" y1="400" y2="411"/>
+                <content>Curriculum development</content>
+                <instruction instr-id="250" subinstr-id="0"/>
+                <instruction instr-id="250" subinstr-id="2"/>
+                <instruction instr-id="250" subinstr-id="4"/>
+                <instruction instr-id="250" subinstr-id="6"/>
+                <instruction instr-id="250" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="398" x2="404" y1="400" y2="411"/>
+                <content>x</content>
+                <instruction instr-id="250" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="71" x2="339" y1="383" y2="394"/>
+                <content>Supporting students in preparing their individual study plans</content>
+                <instruction instr-id="269" subinstr-id="0"/>
+                <instruction instr-id="269" subinstr-id="2"/>
+                <instruction instr-id="269" subinstr-id="4"/>
+                <instruction instr-id="275" subinstr-id="0"/>
+                <instruction instr-id="275" subinstr-id="2"/>
+                <instruction instr-id="275" subinstr-id="4"/>
+                <instruction instr-id="275" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="398" x2="404" y1="383" y2="394"/>
+                <content>x</content>
+                <instruction instr-id="275" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="479" x2="484" y1="383" y2="394"/>
+                <content>x</content>
+                <instruction instr-id="275" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="71" x2="176" y1="367" y2="378"/>
+                <content>Evaluation of education</content>
+                <instruction instr-id="294" subinstr-id="0"/>
+                <instruction instr-id="294" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="398" x2="404" y1="367" y2="378"/>
+                <content>x</content>
+                <instruction instr-id="294" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="71" x2="156" y1="350" y2="361"/>
+                <content>Student assessment</content>
+                <instruction instr-id="313" subinstr-id="0"/>
+                <instruction instr-id="313" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="398" x2="404" y1="350" y2="361"/>
+                <content>x</content>
+                <instruction instr-id="313" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="479" x2="484" y1="350" y2="361"/>
+                <content>x</content>
+                <instruction instr-id="313" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="71" x2="262" y1="334" y2="345"/>
+                <content>Cooperation between school and enterprise</content>
+                <instruction instr-id="332" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="398" x2="404" y1="334" y2="345"/>
+                <content>x</content>
+                <instruction instr-id="332" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="478" x2="484" y1="334" y2="345"/>
+                <content>x</content>
+                <instruction instr-id="332" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..0fb7d4a3152a393c3a49691c17e6fc2348932120
GIT binary patch
literal 185607
zcmaI7V~j39x2?O{wr$(CZQHhO+jg(E?e5h!-?nYr=iB$(eX~z;bADA-GG|pX$ILTQ
zNfnu*s5l)HJu5WX!QtEzG&><9p@XqCAv7;9G=sR6t*e<cA%nQBk*k@gnTdm`88m~e
znZ1RpB_Rt7J2XE(w2P~=nUNi|WK@f?PMWX~Y&96IVG(*mV3=kHdIKVi=72D*ArQ>E
zDX;CXcbVK{W)@)9Fq|dZse4;%+F8B%hQvJ(2m-sKd5b6<*ZQo^S_0FlG%192hiMeo
z<_Z{tTT^Sc#iu+>@5XwSF9%-Ju_$bcIAJ(hhE7j83r$_u>ezAm0^6pp)tyR1L^8t6
zvJ={yYX0A36HSF*bl@KigV{0?p`g00hVc?eC}%)~s=3i%upW!GdYg&FQ}>Rl@_;Zm
ztzNY^=UNba`lW8cQn_fCxcGmvQYgn($Khgl7mM|Ba-g|&O7vDQ@w&8mwh*fj#i*?~
zQXT|@V6MdhR!{O%Qndd&<@yoF_u)kfK*3U=>g)UJv@*s+;Nko9N%^#}H?$ZLF-Jx~
zTVPf2<KDe}`#N@b@5^6*>D{Y;`}+C#?%Th+dwUvC-4FB!(W%-5+RWbcf0vf<zo!3>
zB5eP!G&&4Y_NHc@W~PJ;qGs+^CT7YK!i3ChY=r-%owDBl7ti`Xr4(_nb#PX3G%_(G
z{I7kK|L@{5F>x?LGiX?u{zqsIR%ixEGb;;AS3)L6HfRQ6D_0jqGiMP8J4Xk5GkaG;
z&i|tit~9QbXo(<M2_A_E9*78*ycPowVsBQvKb_PrSFWbH>xfz9HaFV+HW^sGicVXj
zpwUi#)MD7_f95woS)>pBqc({TAG6F36Oupb_$~$P`3A*Y1G*~xO&0K&(XPq1X)nb;
zZESNLlj65GOSb)D4scMqv2ScOo)SKLnO4j@bo!(2N@+B<x+?(=I3)I;m+a4KpXCC~
zD@znovlu-BpO*J3P`|0t4Yd_K<NBD)*?r0|Os=Qpe}F!{hg2G3H=p2T9uEA-A&AeT
z(KDE1iC^)p_B!H=zBfkYS32&o8L-kjj>p#iVU#i*_En87toUQs<;X4ZY>hja>PItO
z3bZ{!LU;$7NHEKaV&gm^so+#ZDYo4y^Mn^1Iff-HKAM;1+bE;4*n`i1=SR@z2Wza|
zx!lbUX@Ob_jq-G9DLG^sp&$7L5FbL!fp8y2k?o??4bq&I45Q^_b<qV^Byk4PctXWa
zn;YFf9YW&ay;%`7vNO}VEP=!hA^v~@R<qJ$S!hViS0TInHoXvePANPCW%5exQU7Hp
zr(n!}k@h$$PI1m+&e3`wlv`_&eb;H!7NB+erTcBR$~}FZ^6n864m-{kjOR5}fQ29F
zPU#n19RECuPLhcVui=6<Yr<i=6$*o@S%@S)={ruFW&+5Y0}{uHx$9Ea4zd~0&a0=(
z(5e3=t(&F|1`}icp>l1PaMrFnKz!dS6I-v-0Vz;jG;=ef(J&gZMdepT*ocWs*cc)H
zi*<QA!mzOUa&&1u_#CT(t->a=kJa04c{>+*r%vk}uMz{?CCU&t<+ME<56lr5eNYXN
zEJE*2pdOQ5=$<rocU8W5d(P9!y4hEoqg%b;4>fNYN)3l(`G8hpyyl1APNY7gDxkEo
z=tiAo!txqLkg&s&ZFPUamZ>+Q)dfqmqlA=Ts{OZrr=~eqag;rj!Hs^If88l_t&-}A
zzVpo-N(sI_CP}Ux4J<R^V<N@qqD-uxGsU?FC$QtAvZIR){BakR0{yQbMla&kMS0g;
zdOBLIb($-G<{l=ye&~m_ibe`3+Qeavv*>O}I^W=g&h6Zj9RqtLz*p7w8u{zwj~8+n
zzMoRqKBi$bOZEPot3*aD;fqEsi}`f2R(g9A!(RW!(OnNtd#wj5s)T>wGX!d~_29r{
z{0cwHx3}d+J+qBuH|bUFWSIKex+prAPJ8rkLr$J>sl*&+JQR1;&4H)ED<Gr5<4RR`
z=$}ejNbtlvrYQ?}miwQ*Hi(ST36)oc;$E#V4u598($<2lU}K~Zu(Vojq;5OVVFxxn
znTR2~?cQyL#%hP7rNfsF-{1Fil!x_&!-Y<nV;)zUPRrw<z<FplfY8~H3f)sfIDD2j
zDOE6l1NoC9Csrgd!zB>A^!Y^<<7$>=XcNWEk$*MwR7o)n4T6a|e?&a)mRjhR>N_j@
z!l})K#13mR3Z|<PBHY&n_L>>gO*!YR9}7GoCz4t-{yNrZYfgM(nm&G=wGzH_j#UGe
z%wwTvO7G;&A?C%UFOi`5_$5XBd;P`X&r-m0$p0TnIsYdaRfGu5jci^1<7{do%FO@8
zRC6OYTi5@9PU3&A931~UOx4TLjF3Uh(^W#n^*_D{&7hztN67SF!+%Gp$PqHqGcx}d
z7yldHOicgt%>SFQvNE%?vj4ZuG7++~u`>Rjgw<7pa-Gq@{`GtP`Mni0MksFU@oXYQ
zGDe6~eIOo2)`?u0Y$hY#*Q&y#v$N)ksuia@O=QMixHyY}7n@;~%~EPzwg)&%)2Udi
z;<?=2d?lYxTb+K-{^s58d~W*$?0WQnb|e02ZTN$o6%sy50mwso1xehqa9HUOu4kYU
zFk-#)BqOvKoyk7`aQgVm!R3zSh@XEpMfWwea-vIg<~OiF)NVLCeDtl81B4e6h{y3j
z?m0#<w>SfoGRvj+u!gkJrB9~#3A|bR0Btc#Pb=*?`@&NAuPnIou*X|<hH~%Y)wbW@
zEbkhIDs9)vANE^Mr6&v}nwhV1Af>%?*L)X%#WIo8PjOg1>bFGkX78#aM}Gq+n5XE&
zW%w$=*>CR6mhGH(`DK6Cjdx~|zn-!Wf0Sdxo!b0+_Xr_s47Vdf!<z`t87ciVq}~%M
zTO&@8J1|xe$K{NQz9l)rE-KB5x`;^5zH&$`Zo+MUfNh)@M5A1A>A5FD;>zLiRuDvH
z&d?j26pXh<0mh7a-?F4u({emZBTF`jXcC_VV{11oXJtm6D1XTV5Mezz!~;n1_p#1Z
zF-JC1W_US6AdL$}El*Ihr!0VUJE}8V!VTbl3diYD?$yvClc$|jb%qJ(1Vibb)6o(g
z=2fU(yGHjy(Tnbj!G>m(^pA)^rNMKri{|W@^Z88OE4Hddw5ITG6f=w(VzIN}oH~LC
zNJYA)$2H|~lD%G6EzJy6XHIo(j9;Z4l3b<1FA9ZKGMdxC)-vUq&?t_63;dIsNVKg?
z1?if$Cpa_1&I~_EXR-`QGJV5`cTA92%;(<{Y6q~?qOZvE?7!#4I`Xpbk;*5Hp`CnF
z@FuYjyFG_zJBVl6osf5e65(z$VwNzXHQ!<T&#CZ5GTbS6RawtJhPsXC+XygLXKqqH
zk-rK(;ZL^8cuMm$MsSW%UPi?zxuyg$i#nTy)g<vbE74O&L@O=<^sZMWp3SOb>~ciw
z0FZPY^*AJnV<?^>>-r;}?fZ!Fk|I&boZ_zWj|A2D)M;zQ@)b1RMfyg3%@|;HU_VHn
z*3tW>Y0pOZ`Xdq3g9wX}xY{y((}@lfzJEVT>S`~o+iz+N7KdEh^ounv`_B(oTy47D
zCT?teuCL`C45jx{Cm4I!5IM(bup7@p>uL(3YRV>#PD#p4@OMO+(wp_wjZoTHZswdo
zE$-p^PN4*e$Gwm}7)+PxQjdqd-zDM4iMWVYkDbs|Wr)SylzLU8rBynui5j)@R8IkR
z+p-BukI%rxs<$f`beidASD?h(^o>(^5_wFsuBU5-_4(UAJ11T*k2FA_*`WR?nkbxz
z9cE3_xDN@UxEo35#!b3&*t8`4rersxM!sQ>%en;7$T?`cnp-vDn)%uc=OlhnK+Kt#
z^0A3Zp&Fyo_)G@q<2uTu4pYot?bw%?I$6Gi-BAi=1WxL8lOE0*_|)i)i!~>bXtf7w
z9^%=>9~DB@kV(~L$oy=2GY3#<)d~Q8H~EMQNxbr2?`-{gkF$`E*q@BQHJUU#7glCk
zo$5($gWP6%4fz}UZDX^|GS?yTW%2Uy`|-YG++$<$oADO%5iCnwD_nD4qgKJhmFfXz
zTith420e$N(+xP9&C6;#F{2w64C(vRnIdpYVBVcS8~Kz7Ei&{{jrpY%Idt4|d<!aM
zGJf=QZXJ0Q6vkAswi>I;ByLmIltTc#sK%Wng=N*eVqCSHwes3<^&~$W#nYq;{S0Y0
zNsM#iM+(x7zs}3_YUO)Pb(M;`$F=%3E6$5fY*J~4rOOlk(Nfc&5HGeTJW_N?>>sge
z(K#En{;3d6;Z;tuA6m5lnyPNw@&o=1^bU%py%dim+JXs=CJ5q9*Ul#mHZN^|HJPpl
zB<?bjqgZ%xcQlD8WjHbwKE<JD|1qg;tx)QFwv*`emzuoaAK=VEoCa+%l_g%)l%?dr
zQB9fN0Ms>uziTgG-Jx!6T4TnL8;53Ys8KyQ98pP{p`ceLaP&ext?-Z2z*q{~1cKkH
zYb5WH8HiP8n4L4HJ`0kqrRedM-gOnf2FlMYNBsII7!K-W#x+$*f72r-Q$@b%h(-_1
z+Sm=#OfvkiLr7s8bc2-D-_3dkIZkzMc0u_j98lSH8cnZ@nH3IW;euRAQDPibQS~WK
zNp~J)Y4Rq!M~_$rrF=_19_4t0rOfG+J>5lQlc@e-Hm}Eu(}!o<0d}>_DY^_B^J<%}
z+SDnmuaMq@Zx?p|hIZw}%K%Cwtzx@};hCkI1VkF$@;BC}XxS_l65lN+VB?Nyyg|Y`
z=6e2KO1r|ss-lt0eZC3njToxf50YVel?6_A6PU^8Y&8F&yJB9UPxe6|NZ+D4AIaxK
z?)JFc`0G+04~4fe)*cgMw^`;U>#Ax><1q!P;Tdx>lg;i`<fK^wUi5sqT&vQpK9jhI
zEhHadXGIqI+_B`W`%{72k9I7tkWg*i-FtQSQ%o{;Ypk(R@Ap-gYt6A*&zEw}b^pto
z@_U%|C7@7wc@dTG)JUJOc`T5A;eMT@6e6*xpMEjx{(h^r2~u^Pw(L%~frOO1_rN+U
z<MvKAc6?txGfDGuRO;Lrow$eUF&Vnop{WWQF%MgGjNtM~O-d_O1&4MbRig-5C8qpC
zexsW33+7>s2GSq@<T>`q0+H}k${rUv9v|~8Gs*d?DX`W1?Y5!by|-JV0pqBuf%S9C
z<w5WlYCY5g`OKakXFBFCQ6hL?(!4#$aFZ9Zn`s#?6duve$y2pOWv~UPD=@tZZ&ESb
zsAUL|j-zN<)FP8nK0*ni`Vh1Xp>?sin9dc`5uE$v<NNeRk6j1Vb^2)YH}_W{;rHv5
z=Tv~Bri^LZXsM*^-eGTfUO&L#SkZYmFkyw1+L=3UHvT1(isyh=!XNCUmW9IaFl3^=
z8ncHGcQen5E_q`72+qHbJf-{lWMNdZjBTL*o^zB@j4@kMoavrFw4rD{p;J_W*W8*f
zbAIk}k8QnL$3j#yW$ldPmL(nQG6e@^EpxC`N^TS6J1ne7=#q~*_AP~uiNuhej`;x3
zZN%@8YQ5zfkeV1UX(^*-R=}_eZ?n7Bqe?`<(cD09r$V-zD+4EY-eG-})QIcK_-*rj
zM`~^;2lH;REi7H97is<$V{>NaZY;o_`5J~IWkC1Df8)><%s*7nBeWK9Sb`v7!>x?%
zG4B!5F-|Lm0_R?CtFD@Pd@PHofXM?*kWul`Q#EM^GRVsQ{)Grhz!$vcK5SEs^d%VB
z?r|#^xl(BC&M|t`Rj`8ktWwcMY#$A(6OKC-s%CrcPJ4a>1;Xne_x5QVd`>6#d-_fu
zA5&A$)*AKuuV=Q6gB1rZ&W<U7G)r=%t;kGurj0>%Q<-drop7%VU$itGr%+!-Cl>9^
z1FS^cRHPVR0**iXaF9uh^uS#TRf-MuZ8IM~i>475Uk0HI?Ux6FS07Q+iZuZ6M0Rn#
z`<5xVhtC72N#MdjX73?WJ5f`Msb|1i#Xs4bTN*m#U1@1)B||<I+a%_sMV6v8L?B0=
zj0d9riam78k{rTJZZaX46x#d^vZC;cp0(iTL~Gou4r2|Yy<%bMgZ(MIk$=**R)|ob
z>7#A@EsU~1+~m3Ix@H{WzcnXKqd6sA_tqKw6|S<t&{O5NU>I4UqviHj@wpWQn<{U0
z!K%ewaE-g51ZDobjlR_NYm7szgDial$gSZ(?E)x}0WcsLs{VPFLPsLkr!CeRE3j&@
z#iq@a5em}NV21a6_682xcfc?7e1lzcU;}{Efnh}X0Qq1+75yAjatP-ow3Za^2Y$n>
z0L=yxXaJ7{q6sPw6mMY*a=6EYKk~PJ^^M}zwU{`y{)=n~HW~iIpLUr;73j>j%CxJ?
zl{TqFA5=Tdf@U|Tov{}0PFAHy^I=zJzm`$xFQB-$t{|4^HNbfW!!+ykg4HCHzu&5@
zp|k@okY4fyWs2IjB2*XpW0Z;k(s}mCrDReo#zk;E5-G<&$t4K-ZSPFbG8dMR*N`Bg
z=cqHC1EV!;$7G(>Q;232aaYzQ=;sX+7vWa}yfS0szB2sNtndr2^umDB765%!-EqBH
zPT15SKda``%F?<rbbxD@EKzGiiF0$0YUD{j&suXUQYd~~N|j%^Vz7VcylTUW;KsnH
z6*R^x+kNB){ZD=0AF1cOl+2hN_OV9iAcu7suN0zDe>lf{;FZ$_K{qqreWogaLT-sc
ziD;52JmYNcoRf%s?Gt>Q@xXsXW<>&%WO{%zWB}`_AoRVO3%uu6`%;o&LqGgl%8-SV
z87vd@Q-8$hY5ynl^pQ8B7vV?+7c|pn02iY2+sUyX1nn0E8YM_-066f}59tl-4)IRU
zKE#Ql_?z|Zp4BD1bK=X;p7JL|A-cIIAqNTPB-78_pAf%<Z@{w<nSiWYnNmW>P2ZDX
z-GU#6m)#|X>riq{#%{+(!z*vP64t7NdU@*tmbsnT6w9UHFKi`SY7|lSTyCq$wdAo#
z=p0D_lmz$B-Mgv<sIvP4XFT3*H%Xpm>9G>@VB6v|I$y<H+42M2T|eHj1R(|?zXSlQ
zrz#+UACZrgS41_c_o(?(Ih}X>4%P;TX$R3*tE!+RBNZ2&?4#kt`B^(dulK+TN1jW?
zTm+}djutDc?N|M`Uoh9>dC`ROcZSVY>w~d3ur>Mgc7t}{R`TpK$i8q(rwH%K-3laM
z?Fhu74n*OM$hSY-GKgPP<{9c@3#`Z>tg-r;UOUtu*}!^kLd|u0Tc#jwXiZ|8Y<7tS
z7N5XbC0k-W_medv)%DFAV#0!OHR(cjSu;TKv}*LDggb?8C6cZ(+y!KJj#?nGE9Vif
zugvS6Ic*XL>udVJ3S0oAsDL3S1Iw9qO4WYCZI<do_DFZ=QsdR6np@!_Kcsfos(^0k
zTVXzs)2O%PX5R&Hl51ngju`rVTImD&%J`Dwa^hdT{aw0Duc3LZd77}@O;oQ{J`7vU
zkf##DO5v7)#@(5Ec*HF+a?Xog8lm#4mH1fckIS_+TXLxS^93X4uBYO$iF?dYAi^KA
z-0^BonD9H)^%rCQ@PUgs%4Ndau{6o9D}#JoV1HImNaqOY(&HhpD}>lN^q>jY0@Dwv
zd4gVOq>kHKkU;s+2}g3J@z);j>!`aB-|Z^Rh2e3h+d+w*amWqqRf%RJSJ4Kp%IAwv
z?v%5lPbW!(F}*w(+Eoaxl3i%|wAz!Q!gCLPI#P_9gJGX(TQ0iUt7=a7GQB;}8naHr
zlK%vus`H|9MMvaso%&_8w+8CG$OG+6^7GT5$*}0x?xd2*M25>G0-$$(MqvAotFFmq
zX>AU*zTKh+ulVY0_3Bs9%`Mg$J#iMSE+C!Ysv{cAQ>eQO^vQbdbZ>&M{0A@lvy#eJ
zsD6}CZiarbegj3c0;U(CW1N>$#J3l6z5%WU7g#3TAq&MN#M=W^d|E+0L4O{QxpLQ$
zHURJeowZsUy0=0uI>m@pb<A$igWX5d7yrvGDVQnF!z<2sTukDS2BCU?QRWxhB-uOx
zP}}}>d)UJh??o!cf<3%#&ipOzC?`0N3C2ec%sVw*dVeXLGvsYZ%$Im!U?19pQephy
z212FGRw@0f@6nOi%9OS5DEeg#^jIPXL)k}Jp|6`GMM3+aod-lfT78y(Q-a4`!q}dZ
znn25f+ayWT4p?v-t`+KMB?c$;j`$|Sy!$n0{(A&fl^!sB`5j4>MiYYNFjh`EAJ{bD
zbU`67k5WT8A6$OJjT^KF<jL@gC9!<#P1P{cY>$Q1RU$BCpdMF;+_R47oMoT7c;R`q
zGN(wd{byp_zW%oKJ=3ADFEf&eVd)X}72f*MwuC+EQ>Y-Esre$)BL0Wlt|v#pBjkmA
zMwzJvsVjqRhvx0d+5aaX&ZB<d=jIQ-8o%y8KU){e8uxr@LLDNVWAzVikY{SZp*(Nv
z<sSASr=P_6(x=7cKeXiB=H{pM=PSQn9lhK^9S#t9ghgM^pnS74nFahej8`=r)MdBu
zxz5v@ZN1g0x=3*$&Vd`XM7BNc5Q5DsJz#8pa>EwrmXyERhk&!dW%4D|XnB*WICShd
zY`f6XqH|EnDLuBBjmc6IW^-m~3+^TP0Lr!(jeu0r+PoG@zu9#?(UKI`vhSsBubtB#
zf>XZJe4m@%+fEG+U1A1EON{;QH!VHCOPBdb?BkAHlq8=ke7$P2O)yk~lWeL_T*OR3
z{ay`Fq~^K-1q9epGYn<<I0qQ{x6FhLu*%9aQez#a%7@A;g`2@muRvx&r9L>e(wsgy
z*<S0OV>HF9$Ah2KYQ90r+HFdgXU5liekRY{aGnLo++>LJj{wlzEX2U)fY0w`Bjpal
z0p324X<S#bs-=vQPaOqk-Ofj1;yvu0tS`phQCvdtw@wQOu$W~($R^VrKjUKTZnz)t
zE|TrvO^Rh%z-{OiNaCTpOz~}P&VWl4Zu>0KL;WsABh5m<*PjMx{;R=zl|SycZw!IX
zPg2M4Oiy@w1|kM|<81LSwU+}3f!2GL!D9iCko_noU-AHwSFVU3jd!8b1cu287jeds
z0xpp+ik=6Udp(PI!1ph&d>+}&kTYKL<7(OTsgOl(H|FOU7h1*N-r_P;x0VVsyNUv_
zZ_bH>t(T6YtO;H!_ZWx5iafDzYn|Y1t&~T~Y-ju$PMH-s*yhW|=;%N!2n;^jb!tjj
zSg43JE`~c9cfE5G7|4kIY&ISl?>cQWvx!lXDdf1dL9rm4eXA?#cbdY6>MLw2$){*E
zUR+F=OGd>PzJsz<$Hh2rE@;YO(}2kL6NoPQ288|JKt1B!#BF-5kJvxReRDfR=M~j+
z4NFpU=b9U_f1qxM|0*)WaskHzn*>T{uj`cJo&5p-gX*1#O9^fr7WUkvKiv%Ry`4BB
z$TAO9VT$L2^I{QdDqx`_#s7hC7%@S6Cv%l}#PKg{kHc^ds2^U>QA1e(2>s_!>a%*@
zA|!$Ao$^X+k7ORKKN(OkQZDhdnRaB~wluk)?+E|ZDF`(%&mFsBM7wRIgd(W?;@2h@
z&k6}2*iL~twQPRub<AfS!^g@oA4g_4wAgNRywTunCmL4GhPIR)sWq&Pv=p7GKHOrg
zCcP#f+pc1(EQyc^!&vhvU(?+nK@<^$WEB9^gmQ+C?E`<Q8L4$`p;HSSFV{xawgnqH
z+gRQRAot;B=ir%ll5mkn!9mJRH*JsHrtQr!nLQuu;!4lTGZf`RkvGX1_W%kr75oTf
z06GqwWY_95_D|;%YU7E_8r@8DU#V-`1SC6W`v-wZ;_d9^mNtu#Mg|JwLoF_nTg14u
zr+DRd&LWqe*SKtCYw=tf#x@(H8@JL9+TKSQP4yW=jqBFdYA&8%xQpox)gfijRl(Vi
zY*et9tvk0O&j2o3$ZN$mYu&83vzt{eTWI9!&{yp-9y^@%$mo~UPMe%~uHkRZa7Nmp
z7C~D6<ON2v#Si39<pUFU;2_bCs1z@Tk<RlDKyH*6;;?cYY(=^ZU4$>g(FCF9a~DEc
zN_n?RDO4py5}@D<qKa8Hlo{Dc5RHk#R0NlaEESzcVk?a@i6EHLD?%_@;ea*R5UTVg
zm-a)=mj=j=mim^RRmbKS7%=KemV~u*C%U66vtU9)O#4PYJv~Ko7>hy^^I12yuUpbv
z-YD7hwu;*c*(G2<gvTlhRY=gipyP~yjqp*wI)`A~;kTBU7oG^uq+zouFX=An4@o;+
z8mlWw2|D)?y|u7$uqa-@*AGLbCPSKHIKml*ilBoK6=Er-0ZG<94Q(LU2vmX*2g31v
zj9h{xQ}_+;kogspeNF25hr`@9tJ7A(Y3!%r0CoKd-}1YAoj4P<5!@(AELqggiM>sC
zhtIkgx(l{Rt?v~7&jpMWR5TEMK)kL2?g%?@IuX|r2>eeP+d+Sjo#My+t;$E{E&yZh
z!1ToyRrZ_(H@`t5E1s{gWE}k=GxhT?tkgNnQq@zA+DCoW6GrtDm?b3`DeRaL)uXJ2
zrU2TC&5*Z|rbJtWB>qC0ma?_*V!z~jXsSO8iNY_d!Y`@9FQq~Nox*NXc>tHfQ%;11
zh6Zz~E0k1%q!!t+@6yQgYe!$u<zHQd%O}#2vr^efT&m{KQi1~KjP9sM-0#d(5|q~9
zFy1;uDc3>haH00vJ?nWo8c*aW1sc!Dg7O08cc~H%x?MQ@e6e3~8nvQ;<f8;jvU9M6
zp!UE3@nFE8ek-uo$hU&xU#ByNMBj+WfIPs2zg~;-hJnn>XVmd-q>_T>&#fWgaF{`Y
z&-&eAz<d1R7NXboy*-GVRz%jZ8clb6h~*6ZKt=S5+?djsoNWS$K;p!1Z#ilfE#2UW
z8Utkb+$7zD$ucPO*z1DK&6(5Q>sZVjrCydP!SlGZIg*GguIu>7Etz56$m^9b#(lEm
z-!Bp`1%2*UURQ0(m%^!&-(}HHlDc;97l(*(C$0YoLHQ__|GH1S!PCgOcMQVkAv`Dj
z+aWaH3`FC&(lGTCEWw?_{<r@5_5EOs&NiCvu!1Mfdo{Rg%<X*v#uDMC)5zt%{hh$1
zO>nPo8dAAqju5Q5{2@)x?!lCiK6-gtqki8S28IfiQ2Y*yFOhieZJNrv^tqN9RpXLF
zj{hh9r}(G$C-$fGC-Nt;PaWST|6KmQq=zT2Rs4Cp6?}w<O9lLh5H8kzloCn=xHL0s
z0-+q5a++NNF=?phB@LixZ#`<(bXod&gBe?{o_zUoviPsqveV~q%7U5LvXaEM#w7&R
zw-QK8MH7SkM3=X%qR~bUnp{AQf25*z&#Phj-byb74z{J6t0zk3P9{!oC;BRrotz2a
zgf2(KTmUB<MLNKB^g-?T6-iD?%k`9_-15Rf-u+4PdE?`3a~*CW&{EcvLsdefe&$>I
zJF!W`s*aLCSsRoMfUt0yhKHsA&EwbCW5gVLL_-HDGP0Wt8I$CTB>rF}8@@cwXuI?k
z{qXPWOLV@wMH$rSvxg?6jnw&_5!87ZN;orF#FsfkVFJl$4I#?(rgEYT<syAzYbi>W
zT>%sh8(jD+91@F`4Uy3@RodeguYFZgwmb;a88?J|-07@ei(w_RZT9kY`_d<lAkpS)
z00Gk95QUL_lmQac7p@J;iI8E#5FHtkD5w}X%1P%TnAWZ-(Oim~E~cugawRsjPFi*x
znc`d+P?MmRo!I8SQB`r-R+ZhQwaq$Ql{z+S@u1oAmDMu$n)|qYi@WRclsD$V|0QWY
zk_;>Q&ku_l#I)vjZb9u+0P=7mzI&5LM6XP-n+gCnpU?TC+s@6@Bv)Us=AXg%1hui)
zSKFL3A73}Dr=r2wxQz->aCPMm+Ll_wE87FTfMsi!b$!tLH-+abF%CeAm5+y86~kY0
zdn&5y+Nbcf&GfB_Kf{jU4Z<V3Vk)K)b`^`PWAdl1rD-Zcmsn|)H7(q*+&&@WmXaDy
zM7ZV_X;B}61C*weOcwGNb`uFY+Dg?dgaTA^#z6^bbq3H0X~*RUCxeg8UbQYj)WEml
zeE0cdLd>!%(Y2De0Vuw2!^Vw5!1o<!cZRxo`Z%GbY__qagO@rw$bF#<se79tO0ru>
z{Q?)-p7xU**Cii*LwzWH&3!Wb<oF4L&M&D>8<KWxFE|l#6tNa@8L_lRw)UNqpR?Hg
z?2As3<h+n1sIr%_AYl<b@S`TCgo=nDn#vY&I+xnO;sB^^`taGU@S{KEe=r8b|A21;
zec=QOfPA3{2EqgV01f2)Nihv;TWCw{qL5@2uPr^RusSUrI;@cdzFun-<!GZ{P+UTO
z2FtZB%=o5vGQ?ut!QB4yg)~t9#{g&x#L$xBS~h^U54CjxGg^x&Ghxpxu`tsOQO78F
z!X06>MqM-zl+*K%Xzkm5hXg0OL<8C$A|YX_eq2)j2$UZwqy`lNzf`u_iP|Vw{Rx?L
ze~`Q4dS(%2x;ZGUm<Z(+7jy6;Nl4-7PoMuV$@c;7<AX3}cPO}TiiD?=6B8W>1*0#^
zb{Gkfb#CFE+y#0|zp(WMvoWaD#R?jBRG8@lODroEEen`0^g;(@lq17VFhJdYh2z%d
zz}z?Pk^d-yivyx!+9(mr)LhW9qL7Qv&nMnuzFm@`1Mc_N_#Wnqe<`L^GOo)(*?|ZS
z`CpjWQLQ6MK0*h}__J8!)*iY||HQ_*m~Z2lAHE)lPm1eMt1MC8#1t9h>s=OP6c}#3
zbBxzN4s3gNwv=SEdRjT6fXO*Ot&@T7MIOtMeM0sH^n}ez=c-g_A~{AI=47-jJ1e70
zX&I1Uejh?Zhyk8+<Ajxdb2(AFJQq+~({*%0omT66kv0_C@+4R+B`oMYM2FzpB>*Q6
zIo|2$j0xFc{N<I}x!X<GyY+-y#8Vn<c5$*RQGMVLIySoOF%6R5;d0o>x{(vIL_PF?
z(<~!yh?2ez7Cn9000V0}syblnQN5<wWOjCw$|w0FcCH3Z{b*N3-PFoDM`u}m?Pc_R
z9hGCV4F>YzlZ)U>`H^ZCf^_6BqwT0Pu*B8M_ZGt>?nM`oe;`!H41CP`v<@{bnR!80
zGbSw;b*pqqu~sG5+!giXNs*wC9KOC)n3fvS^bxZeJ~Q*XmnKb+Rvn~yzOn`Wi_V|4
zP3lL*XK2A_vvn`cIbdb8i--9KSiv)+$^cZr2!aKK5{~`QS|}WXuW;_c3{#V|SUk1F
zv2(f)-;FSgdlmjE%n~rd+Vp^~P--8~D<FwL-_!m&#%2`{rhBEz6l~HrVnM5{eC#rT
zqmOOP(e-+x<QYC?#@=-e1{WS=$)`Tf>+w+q!@<tGyWGN9Wdx=@fi0C`&YeTQbNMX$
z*2d50ba-avv6l~{;Kg&ugZxtO7%pQss)G=iI3~cfFHDnCWVr&!*Fq?1jsz9spKZD%
z#X@zHtG8TWEyK;~KePE|gKmj2=v+?W8#m~*9K}9TnoYgoZfLxuu0gxOm#vp#cMFZ@
zK$nIOm0s0stF&geSwW>b))Z><byEEy92;jeHnz@|!eM)tROm*U_Ds6Qm2nVarFAUP
zyr4Jf#mjotP`MULDY!@EI)ClI2c%}C9t|eQVYF9sMS1oA2m}|=lx_{Co=+v5om;Y`
zd?Pb#9_ZGb8@5CEII77%9w8p6EK}`z=+8E*&R1b=<Sl2d>8;9Gm$C&c`&J^^vX|#|
zaI;wx4O`e}TG-0WH^!TDavY%D!1`^E%$1L_!kPrDKp>dT6=q7U+-Id>9Z6~MvPqQ*
zKxtlOB)8ZlH}w#)x;>0SlFg`!pmne5=8U93QJY>}+H*lg-j$V`h1KM_QK4t_3(--c
z2-CKNOO1ek(JAjc<#15^7BVhHuA!UXx0-QA+iyP&R~2@8-(HmugX}&F1pKJEc(XO@
zsI}j2`g#{O<dhEU^|zG12j?xf2+Dn?g?|UTOSW-H;JOYYO6H#U($-j>5<<2a)P7so
ze0@(@9BjXrc>4LR80MLhtCn&!?69h6ak5u+u{LqAFVDUkQ(BfTtx#6VXm-8zDQ2;?
z`j%*vMBGx;|42*or+&#lU_=Q<CwIJK%UA@Nh(-dq8da&i)A1*4`6a0Bp{aFIB-k<E
zaikhYx`~pGezkV>Ur##h+Nf(WQ0vxgj%liKPgG#~DcD&VYRX=ib|suuCvxPcW~VBK
z7E73=eZ@&dEE;fUK^xD6)1B~Q){(>>(Tf}C*luNf5PLLEBq?eZl`V^Saj7Y0gG6=Z
zl|KCeZVzl%x!a%KDMH=ezry`qGw~{(PbOC*F@7We`ss50Z`(7(=lY@9*Zzf<FR|Ag
z!9;_OU{zycr%nw(a%~}r8Z!#cack!PT}LvT>ilH~ZlB;&#A`~!MfUF5v32A{onX<U
z(AUZQS>0)l1D7);Xzt}~I!p^Y70`OK1bWR92^i_U^-IRYBSFtCUReM!{0IJo7NEQS
zwb*p)S#Kd{MKQF>E^BieDzM~_J4<O%)kK}HW?fC2@9ePFN+gmrhQ(DtTv(w7NIR1j
zUhcY3OsS)4QEO*oEsZ}Oy$DzLQ}BD+mDTXE)zQG?Ki$fxziqAGeQ`7X<i2;qk0+4A
zEuYvrBDIovq&x?)^P3)qTS|^wnAXcGv`GVPrAb>MD|CaiwqiC!vx)gAuFZi&lMZtG
zBuOh2Mky5ElL|wkBq>Ryr$5~x1(D!?%{Z*KDR}(u8>8Y|bMpKSJ)K!B!9%%J@R3jJ
z+jc5@?7j1en=G4+C-17G=%g3(AweT5*c66{C09(UDv3klp2yzQ5T6auaO$L6?@j<Q
z9CRJag59djl-#zmQ}agVYvybBIm-{x$=|JZklJYK=;&yWYzZ(jV$vg|b!J$S?5|7Z
zHt&=LMV?pp4n0<mt4vcqoQ>{522Kii((dP3uJG#<=Db$uHhbryf8*FtQOAKE#$FrE
zX1g}~XZaZf_dIb^?;-L1Gn-zuJdP!uTH$XYYnoqiuG;(8EUKz1*>(!0@<zjVp+aD-
zHO9S0Z>c`np(>`YwXCO(0~fAhhQGRc_{zHeZdKJ|MLe5ZKVFsnBe!w5=%Xuo*gS(w
zotk4qG(w6#sb|)(hg6%d#;qMXexB#700c<Z*a3HhYNYVa6_+x0a5RjFk+eZ;ah>$i
z4j5MrDE5dtab61uu~O2W7)`;hix`q{O7MijG<lfXu9UiNum%X*TvMpog&~E^fTN@k
zbnr;g3x^3h_{_@b64}HV1}ixP8Vj+2K@%G5U`j^0qd{|=R!OoI94C0i+h!iCh1g>O
zR$vDbBl-a8ZEog{K+MWzp|sXQ;~qBm&n+;=S};vpk=;!WeYA(g@h0<#$iPC2X+sbV
zJ1w+p^ARkkL~bezLUkiz;s+_|L_UhZe2B35kg<4-7?=)<t~HeKL2fV6Um0_+b?5;Z
zxJDboF_+xJ4cyk5?aG&+#)GWvrp7pTl-s?WOPkeR0EeT{r<=|m<VN(?Fq}?fa3<0&
zOQlhGCL-`D6*M8t7G$#{uKd5vL^ANy9$0b98QMq^Q&#%1(}{}e-aOkO^kG_l;Tw~U
zlzuVh1H=xYhNwN|K&_xbUVHmJCmRt01d4YT-UEba8P;*6_oWr}9K~OO)gaE5!!0<!
z*pbE;-3uq6R>U0@LzWYuNB_Vh8AvukxkzV1QGfP(=^#qSKRl?^LS~g1l~mU8#+6ua
zBv1T#5h55j7t}q4c9vaievw-88c1}bh3UmEBwvwU-vSEE<rB?<tA{=SHFHEwK}cDH
zEi1)`#NKg6`D<fluSdl}_8pi(&R9oIoP6lHu=57B9QM~BB1YKJ0o17cCT_TIQ=5zh
zQt-ryZ=0d7CfsD*RS=Qmq9#ORq*6j-uGW@ejRS@vO&?9=um%bDsYtlR6@Ns--tT!M
z@-!JzHAw33hG9YQoRM_|QxYux7@Osf?k;aYev6g(rMniMWJb7nj86Mes@kJ&Z<yk$
zjZd3}!WGZYjKS+J=J(`Gt6V1lKY$j=y2@IAsewOAekY_iXOlcYiT8E&AgzSp=St{)
zC#;0WqaaM~HNHO;vTjG2SBSAo0dg!E&n3uYEr?HRF4baI1O(xwFymkKpRCQRJFYeH
zSwa=kFcoh*LN_j;w_U;DIUtNIpgR-W@Z?ZWP^=w7VrbbRh@%&ITb3L$TRTa~p~VhX
zvW4WUd~qU8&7Cbt?~t$t_SzDgWymE^{;XeAf8;1yno7Oec5Yqzc9ymIVC)vS`IP_y
zcd+a8@)*kQNwXu>`VINti&}{Y_xcACHL<>p-m_N+Rhpl`l?XP|IE!)YZ%4#{kVi;4
zdxi6hQiv3x74V5$XEi6Qx)h%Xlg6fy9s9NYotyV2qXf5v>(D#BM~@ndu;vq;X}Z_$
ze1t6m&y&=MCz19gD8H8JR8F&us~0cM9Xd}?1LdDw-!;B6M|>=zb`5m1714=EBfji;
z7x(Ppexd2dHKMloyTmz_XU!JI9VRU6AcTn}RH>f3ak5C!0DOF+Q~H;L-WUGQM87rp
z&Bw$ccjr1#{X#=C(W0iw)L>LEaDGx=7NJ-?KTAls5++x?nd0uV+ws7o0aoAdfNxz%
z1~*r8kfJm(l9exG@(g>uX+1-wF^o2Syu*Dr|8xn$ludLhTAW<}0ipE2I{rNd{KP49
z?O96^w9`L1CpjBHjvnEJZLW}|!Ek?Q$wcaW*FPg$iRd*YbmO^~Ue9s2pwd#h^Rr;9
zAFl4(e-qERpBunl`tJbT45rZus%!8RJ6L?r%Ui7mKjyxMdp;R4uNqp`CE3Wx=>k%B
zH6eVff%o@YVvSL&#Qxg0)`zRut5Dl!PqYZtRqAT{rtDlfxib8W&V*2#Z~G6ujY~x~
zMdxd^YugXq7q`X%RG-b%?$}iicdasMY3PX(VKVI~j7jCm8C0VO!F9a3Jy%0Xo{Jd~
zcp0>1Rg+kpkhp;o0fU3$!9dunOoWp9+zi4@2xAkzuB6eUB`Qj&WRDr29Y#$rydQ`-
zPRR0P0okHb#XfWzjo)2(>&M=5jyHbbiSe^N=C-Dkn&>U0=vlkl+yz<fNrF{2iqz<@
z5pl>f>0nbKMTOX<TH<UGL*m5rPTU&^-^i80!eRof4@~R}2q5GIW$fus59bZusXeao
z*Wg^p)+${mh`GAln*YpFh^@pl2>5PM9@1=h0g1=pISjaOKPuNtpA!0C?)N1_2GI~^
z_0Kl;tsm<q$2)>YGjlY(DVGw>V-V+cLlOnI+drcd8#MK~1mFAF&<1fqR%T%-3{U^*
zdbPIqI0N2!9!6j3CC9LaXKbNWNZGyijzzOzWKEkv<S;T#I$;V4Pz+_>Az^J)*+6tT
zR+?<cYU#!}7EaDt!$Qk=G&n-T;4&;v;0D3Kl(k{ObdH9apdzuP{Ghy02JkmpbWi=_
zJyN%LVO4zof&5=(y&oZ^TnpTQ0zVH2hfW>)TlfwG+%4y;JP*QL{0N||hU8dslAlO+
zYAVoSanu%Qain2qB1~1*`4*?ejg4mMIPNTIMbU%IMije6?!1<~l{I;t14R^Wli%X3
z709Rc-WVpA=FdJ4AD73SN8f_EN54X41_l^b!g_LAfU%<2p5A%FvZ75`ei1Y+;nq%y
zIipaT*~l4hi<eDV?Vz^#GE7;0MW9@qE_w`D)JnL0X)7G_x4M8ga^wN<)8yIwbbaRb
zE?)Lb#QCa40Bp`-%jrJS$&qaDXuUYV2SP*6bX=)`dnUM++`>klW7Y2L1>Y#a`yCS{
zrJ#K7b7hKd-KQh|ivOhH)A5Dsqb>1H;f-z>0e!-{*}|MF7HiF`5}mqQVKjZ}!?c|u
z=RrPwNFjjz;Bn%`i8Lx@LoJqSi)>m?OI(8;UI7__wj1>nB|Cm!pu$9;;s;#da18i;
zw_=#oG_jRH39Nvcj8xqDIBqD1@vnq!6Fd{cvem-EU%q!s;bpKmz$)dE1ugX+qpqk=
z3TPa4n-I>@$z>3J*_egkfn}l4EU#L(5L;^lkL~Wn`o#5<vm2XblV_HNn}D6?w8`J$
zYA&lnJQ|C3K%nE-z{k$1yPN9`<wJMK$dtwvKL0}hH+6&VbLYZdREP;($^Bk&D@-#C
zX{Tw2&u+ow>0_*z$|?Bt2xHZf)Jal=wP$++MJ->iL`R7%6*x%PcT39kH20n%P3$8q
z?sNA^CoDiCK^=Xa=>kTO&``+5-E~-sb0#-dQ*>ajN;_UPXF_h!I#X!~ZeP@scsg8f
zqT`UnIOB@nXSi+y;u?y_!6U4%jS^wOQND~fIvyI7TfFtgA155CFaB68<)4Y+6C$wy
zbTit&lbP8Gb69mTSju1mC?YTHsNDGOuNFZP(@ozv(z#fUhct<W!Xgq7<|V3Mv{kkQ
zW4gxU4Do-7S@)C&kOAH`uhW(3U;l1jcdakFmizBFa17rarl#pOoBl3XtP*f{2sGqx
z7Drb5|6GdXkkjY#IM=y@_LSUBUxjCtf3C3mYODEv)IK8kYJx4hq_{#>4~W(o5M6Bz
zM{Yloa<Fq0q3?~FfyRf2Q5Q$U84G{G`40O67cim_hoj00imH{ujun@D1znWMg8zk;
z5tG+LKfDPB!WhyM%u4u|AdW)L*g3t$`N&l?ZBdogfLz^Fy$(9nsFCF}oEzO;I-xoC
z+_EABQ~C)e6|j-f_ZyPx8J5wR0oSWrA0!8b!DEUuiiF3xp@C(GOYnu~;?rhK(ZjX5
zi~X(+m{Nnl*EMnQjK-FQ6kZJT=85%oN%|8dT+XczLMZA|vcDH^X`#P`$}zU>q>zA&
zfE%Ch_MguWlq4rHH&a2c!5oYBnf5VSyiy<`;~im!>1U2K#mRlR@dMQdK~K%3eoRym
z$EIAoJoWf}cr|hCDduaFtYFz8I>n!bG#%v)G~5I5j!yjcSB)=g;LPAnJH`oE0hWB`
zJo(Qt13dpcicPL6oF<<b9#ub79j%QbF~SVFs6r^vofUAR*6~cAbB^YFJA!iR>D(8(
zMFs0%Dtxb__w<F)Wk}0LG1*oSWroR(ZKng!2o!6A7*_<fhl{wu@c{eOSP=o`1I6o)
zR(RB}6y+)KdMLb>Dj3neMnX>V`D`(4=G4rm5<Ig$I7N&kTawYXYe<ipwn<#scnss&
zyOPnhk15IuR(h8S*tXiOHDG=C>u<CY&M#2b1yp~jYHcRlaazch>GtO*x^yfQ0y?h0
z!kRAnVGVZM>Oj!1)Lw0Oa1-b#^}0XKUhMdS%%<OWhP!rNckQbA7n~iBPga6<-EFs?
z2k#2nuMJvT{pPBY=|-9h=<uvPk3CO6EGDy)gyxLMdg8Jj6A3ey&-(W8ZrpeB2)o0s
z_g-*#!rUMA8;5poE;;(F6;NV9h|C+4V7QM9Q%bm?WjyV1*^wwJFhZ&un~Abii!|4Z
z3SG##w7nO(OaVzT@DNCO*g;!{owBycGZrOnOrB6ysLCSuh-xBmMWU9(!{LG^nXv{c
zOFIfCi@J|}`xZA8a5J*WA8AyaQcIcCd7oXafJd~KBb?fkz*19)uOM9|ds6)vc6KbM
zQ<mesE7K93{6gM%QaUAX1;=4&8M~O|BZE|C7T86o7Em&l(h@73x#3$8fouGZR<GR|
zmTQNv?~@4|S%CU-WARCAHrcb-?v#4wcH-|;#*h2^_D^%fT!5EH+hLmdiS*oLT)~Z8
z?wiSHm+<spSf><bDMq3MyfT}to=IVaeq*KUeA>Xi0$C4Mki8O1C3PySIXQFIbakQO
z?i)xVDPNh}ZEZrTqQ)PXl;lNJvjAHJ=Y?c4F;6sfhRQ{CZ=ryg)!1I@&gw<(rOW11
zqgePuuP@V-i=?#6m9oX0bc6@Y=Cei%>0mE_)yixdlek7zCs)-{Xu9+`8fFoIBu(c?
zmy2HIT_k~~zf(nFD;f(IVLmu{5{uWYk+t$vN&&6K|8Rg+y$VJjN0#7O&lmazuy0^%
zjpn&iy2gy2%D_--ja@io{cv>=0ukl~Qhi;VNR%ppLA$NC%NqMD9@O8|>WYD!NTD|b
z?jH*-(Wz$3H`TCe$>txlNXQPxjG=*%aae&wF>T#LHa=z=>^N+=#~GgVhaWsL5E`lw
zl=KcLOgqRzOIoVdX(&b;pW1cxMGS9)*-wW0QX7WaoO*s|MwK>_u<AKukpAO=<hr<f
zMYjGQ2w?U*h5kfa5}%5=zyLWm9dgL>`YcMarj%0|OAD<s!4>LzFwtw=Z;}Kw)|@F%
zS}QfhMXRB7a|sq#hAh8`84lHb6G)<aLB>i(&vTxsOZ@q5IT7j<7Mb!W;&&e`2BXIh
z$jWD>cW@ljwjWo~FDyy8?2b>IbOdr<jO0N<-w_?vFl&2gQaE9wDovv?y_bP{-eOtE
zIngB*i7sv>m2G}%_IjK>n=g8T$~)>Vps5<HBkD4`@74Wp+SdaA#EOGQ>xU=VRC<GH
zeW>03URrFN9V0s;)}vF9V045jB{O_bDXD#V6w^{FC^xB~)Z+e9sngPMU1KgQtC?k4
zViDYuJouuy@Y$UV<5Ctk7G&#UJI&<$x%BOhmxsXO72oTQ3+E_U%oP~DC1NDdJ2eTK
zIAeB@=+yGg>g^2?p@D6v`+3&qzfU1BmF)#WIKCEJKasTdruU;pfm%DcI$t8I-Wc-=
zUN=_<^UtmFSGuSV0<_YLzt>qD?a#c6?uEDGcdpFE#-z!r_r2_^gQ0E$KvZ{xU#jb#
z|Echfq_Qa^^qLh~SFV*&bzBf8XnhbvGDdg5eVI>JyjH?G|3w*}Uj9fvSv6h@h9{wt
zb)GAMC#Ibv9FRB98rThKWjox2s<eF2EZK4;DX=TijG8;SnJC9Sq0C=Yl6;ucmmu;r
zQFj!oHnKm;v3K-o#Qk$Bk7F1=hHY!cbILJk>#{Oxw(kFu;av6H+`76O{x&6jrbQ$?
zKr7tqdiddOvaf}2=+j7f`YIJ1Ts|!DTXgZjFeHNdk0ph*&V>rc0LrAQ9FYF~<=zE|
z&gz24EwPX`llEue;FRBK^s@A3w7z8B79SD&dPC-5x1`QywHLks>ACvb$k@2h{4Gea
zlqB@yG<?zl!S7#Z01FO%n(-;L`$Jn{=K|yx>JBtiGYDkqf<nsA4vtG7{{}^QClCL*
zoOu9T=IktHQ*8C8ZI#XyNH5hXC>W9Dk94p5HGO&FYdUlKo0F#MKX^gMcDZUvWf|Hh
z0SPlR|LH0TJ-o9S!Ha$o0CECR<+KEeO=Va*U!kb@z-5Xeu1=t?h>oOB|K|0xmqX<;
zW&mA@a&<QXQ6QP;G8}(8s&IZ=vrqiVkMozc{oX}{<D&r)hyj6Q%{Z9zsr|_Z{dRDF
z_oKzy{mFg+0>f3qm#gc}m)z~Q?bKx1@tTjbkVKiy?3bhQ-B^AX`-LdIi&M@K)NN30
ziG$$ozk26J9Svum0ECH}>Fwz_UwDM=U~o_DK@Mk>6qL?y3GEa&nlX0%-g~gM46Ti=
zp2|{}J%qVeR`(a#8gDZ{Ya}5~aKTsfb4p-GlCe!mlSK40^rSQ3&~lIr9OO2A@8B-b
zD^n&@G{p?mZXhV)5p2*Lm=2C1p-4j3hVehdaTkSrp9|}fq9YLb*<D^B;tvozOs*HG
z<ki|@W&ehoMmhvpySjV4X>@|QSjHZMhyK2r_xl9^2sE}eTPVuj71K^6Xda9d2nkMx
zeb?&3Bx<u&^oPkBjoT7=d-ClpbR2Wm&h=*Lht3!Aok+TYUZZsG3HeMnM&S2}rW!hy
z{1W*hUvm(mQ?5w;6LL@mOy~9lx@IE-Oy&+5)@|OhJ#%`)9J=jej7YizCF}>s{`2yT
zUI{g}40y*9<*H{U5Oc?nE#qOujyQ%-6BV=oD<hjDrwFT=Tm?N(eOi)MOwzSG9yl?;
zNsF@%6^l_u%Z@$dpCw|`9nQ#jvd{klNI<v0&{30O&Z6j8rwGL?x}lgnimA)=PZMSO
zh3Ao7+C+D9q-GtQDsrb(szW}+P7~QX(=cSpYulk-Q<Wn$q}y>S<N$aI;`jgG4&fcA
z8kh$1)x_?-N`d`E<$5(-+pXR>0d_5vp)J2r2XG;xUZ45bD&L%ka_O{Fo(n%MgXime
zm(E;YTp!$Y<p%uV<IZw-gz@`XM|3Z}>ds3$7wi0fy2=|~4U3U9^LJHq_yC}<5Tzx8
z5U4{tl;{euLL3G=#bJ3rcc^@X8!5leeNlcjQd9??DBmt0sM#+cm3}Fo=gya(4;Ijg
zEV??zZkU}=Q6czZs#pGDwZ~+|8z#mn#%h$ZAThivHcy)8ALcH=kEKuK%YKHIpue~V
zQ&v6Cm5MgW7PLmIYMQ0?*fQATTv5IcnK8hLG+ZIANo-CGCSFY#xF}cC1;{MrBr)iW
z(0W9PcCl05DIJh5$c!hUB)Sso&^l_3ZjF8ovnIM#zlGbvZx#onE#*%Hf24nwe^%Tr
z4<^n;K8buOeIq%S8(24Q^!l)yw|UEC2~czx#6xb0@>SG@Wva>-jK__(ilE(YLsdZ)
zDbELBK!trGuDO)z2FDtcF?BoE)S`K%l*AXV7GQxG6_AjoL+-k8wR!?K$1Mucm}K_6
zN?)WYS`8Kyn`3~69vTwidQS0&^(7@J9WG*7)fN{M>myiZF-o%@b<4h7pZG022fSb{
zbP$$F21zK?&@n}@GecNSZ>Fhd5>!*OuJf9kT29(=gNo4pDGgx#d4f)sMjh_*1#_M$
zghJY2Nk(F2L5Bz#j(74%uMbE>ILLvZBOt>FQ!T?XF(6YhSS?fKe1#07x+)p?T|OCz
zHB?-N5Rd`Ta36UORcbnm^!@(+e$bz}C%^!q^e`{A^kv?-TtgbUS!J1JaWA18YTR$r
zI=se57;|2CX-uD?MxSe0JNVh<nL#=2x4X(aWYm6S-M*K<Kl7x2b^V^bi%!0?zH1;e
zexm#2?zufY`i+=c^~}SQY5(l9e(KSuykWmXnt1%XKW7=H@rNCczh=AhJ^t{v&OHy(
zIzWhL`?sI#SkkK{h?JC3jKBzrP!ab&cE5O-J#0D7PFM;JBKh}l2lb?No9#Jjm+cU>
zj~k)hrHn<CiAJtgYB{Bg7_eC)90Tgc5f9-zgl#N1?m3_f3KYzu&&JK6w=l$6DmlKp
z_?2Q*oTVa4q|}H;0EDmxkNnyU-R4F!GII(6ps~T@fULvqKn@KajyC`LbsCos_4aoV
zI??-ee})i>jLHf#)4kJI8mDedla@m`20pE&*JI`NMU0;d6b5X5J#U-^imb#KoVr=C
zz+OBHfP0zCtFHb`FD&^F-DLyY#CgW?d*5^Hvz<8SvlIJ#w$FFxvz<70F7*f92+3s-
zLW|a9ZOGJ488AND4k{cz0<@|Uq^>Eb6_GY3*wl<|Me4RxW#eNmtPnP7QrEIE!P<S3
zNesbCHny@-6@1zAzDWpls-nAlbsv`U|Gm%u|2!HMoy0U@upnT!X|W{9<2Y#y3AqKf
z-^y~^<?oLC@!7$t{m=bsr@Y>}e$smVjXlRv`<q|i+bBr>kh^MwmHW-{-PVPRW$Qnq
z1F!mzz54Nq+i#=ZlgsLTl0o`F4N`I^xKlmMo2>b$TXIL9=lAiy<EsYwLH`K9-*=$y
zE$OYu1)d9f1%D*UI_l6!=!GawadugP{=p$jHHsEcL^<X0)L=1HU(ayi)@}jK47rA2
z3ROaR`me`{hQb3Hsl~STf~ldHhDzE&ZBk=3B|xh&K&vr8<qkmCQO!d&+UZSuh}^V~
zsjFuhkXo$JGY`{7`a=q3zT`eLS7PB%w6>1d{fTI8xDSQu;1u!7eMs_&eRJ~f+C@60
z&HV$pdkZ55T@mlFD@jnD0k4F*&~kn8`Y@@06bwU)&WxY2w*6_S?+Uul`t|k4w&)9#
zE$qgjSd+fTI(6Rq`>6|G38SSbfJC$;LiTzi<iSx;Jco*AyIFWVygmGF;|IZU<D@ZJ
z;QGXpz2q3;hMdFpVaHx>uhSWqrHG>HvXoXd&Lo0xipL{6CC)*lRLC8Ng0XCu9ARF<
zNQ3?(l4A~~vrLB1;7l2xhp1>u!-hH(k*<Wp5zaZzarW_c$B+Xv4&Kr2VBxnen?3Zm
z2D9T$X*tsjpKc6|$DpIR2;KH0J%v)?V1X?#JVnJ*Dm+ESt9qQGiqo5MiYh*qpL_$2
zFeJ<gCdvwGrhn>2|D_7x>YoBm1lTo5bhubF+QBMeR79lzp1Q{H|4pOWE5QjC29uXU
zDj?_85=kf&#p?&#B6R}y*coG+2S{oOR%jeGZcXOxy6*7^53jJ^<x}@x-tvUe){)wF
z>wUvW#{!{vuVJgJP1fb^ORcNIl`C3ytCd<4)>2l-W640Qx$RkNTo3T(8g^h;G^Jbb
zZRn}1B}5e<Dg)6BYW#7kxs0Ob0)1`KX>+;`H?#ZGC(^%6|A9T9zG}Pbx@EiNa+az}
z_90+ATs3Up3ye93%h`w>N_BM^CCnO5aztb)ps03$O71jNNp=s-&ZsOU6fND9a&gtR
zDh#MW{y>J&5=@Fu;S?dQCzA<WAK;Sd)Hu_Cm<FT4Y$!F@8b<AQ*@3zp=(GblNNbj5
zJd~t|Li13P9yJ=FBqQ`@gp!PmW&f|}Za~eoLYFpBxdaG--aq^A!1Iz3io_h0;0(RW
z+!YXl!$Eo?FF^(nvslx-{s1IXE?0L~F3s_S=ji)4S9I6tI!bmfxmn|iH5o0H6Gm?$
zSmTmmQ?UQ8(L$Z;z6#LZU%tsIbU&zDeUB@m5Y+XS*wgIBnYH!q%12X#*D^?(A41yX
zQNP*ivMtSGF&Ro>KFEtWRy2#NiaWScuq5ti91V_&hl7VjccyvJJ>q7A#cZgjSSr3~
zd(Adkv{kduyC;h5G7h)|KTriiP0Q2#IYRRX9f1yTxw*LITTOvrP_?I;SWilIqO=^X
zCdx;t$Wc2HIjVZSJ;JDfYlUtB6Ym@nrUjc|BQyjs&`U?DftK+{rrXuplR&izIf0=O
zx^D91XA(Slo_L_JcF!y;Fhr=c<}^h`sR660_9;S%pG&G)m(0h~4xZCf$%bTOlC@Vu
zBT}n)7owQVdmU+4hN;ou#K$}f8E4X-L2liXVeT118)qUcO>3029wf+sVvMxdGfCzp
z?L<MT0~@v1d7%%Xu?B@p=S=#F?J8jJ-FeEYj0}A9gW=^bcE}wM;~Mdyh=0rEZfpBH
z2m03kWZ&Bl?%Z_0&nK}EalHq>u<h(?|N6N#u`i*c7uL5ci9}w1%39s_+1qd4Jo3sf
zp8R64p-#&Id6IT7L#1}2?K2bMPrFPa8l#t|KRiZ===t*WZBro2Jl*?wiYV`c7fc_y
z?L#VMr_y>+%hOj(S}-boQ4MwQFiA$>Xo8~|jx19RXD1x(aJ0gV>0ZRd<Jm<x8+Ku)
zy_rsyXJMecc8#7;Gl`^$vuSeuOM0TkNK58Gsq0|Zxvt4Bo3CpuY!-W9iDAdN6;+j`
zu%hN=DXXZRvec%iSe9Ih=948!(I7Z7idK-NMT!OrXz{qzwrG*t?ZVkiCLESH!KY$V
zMHf{RQw_DG9#qe%ld4@U<Cq!ZyH<5gbg{86)YYl0g`WJXJkF0TUH#`^`t$sa&0q$t
z{J>^v29?(NDGmN+tYEGyh0&`&jmW??U)yvWz&`k7@hhKh2eY4`LwFE;AZ-|U2{msp
zf+oYL{LFYHAy)R#M=h0;vlanQa3_cejof?axhH0fA;5R6y}fVVCD6;(n!7w>!(Fct
z&&WZuv;%gI%$zYdDKv!@x^)yYRS=cc-nB(emaw7*Wl2y}QI?RRIc3SKXo44vnhT1U
z>>80HyF|2+Pes*P;)c0Nj-BR^!S!&fICdpB!JXq+&PHD2=nmw{(;por-@?K&BeVfn
z9V;or%A~>?N{_NiVJDPx3MNn<0ut1wq38!T&w4dA=ot#+tbdBGb0qMNPe=!%Qc3lD
z{FJP3e}k@RUo-tT)(Z-0%vEz?r+`-aR{HVUKq>IG>L1lk=v6`x8M>+C5H}-Kgi2H&
z4D<COM%eJ1e%#|n{xa)2CZ=kfk#KqXWBPx?;>J;;2U(a3(Il)ood#!ed%5p$uX9zW
zxr^L1sD@`{`iJSKGSyT4Li$DM`X}Rh8Mho!Ccj4}xl8@DDd``8?r~P5sj2>f_EtKc
z-RT|qkmRZkRfiWMw@Y%13mM3<R_b$`VVoN9%_|3Hrcy7PbFw*g-=P8q7r(Og%Ns?d
zDV9qH;!-o!vnokNtUP(()Jy%XEu!4`rQ+v$*|9sCs^C|@2Td2_!)Eyz&nXYy$e<x+
z8-B(!XzVOJT|DhNQNumOAi>s|g)LabEATozjCY%(_<w{~3v3hT9smB{`JMQDzSzFc
zJ}35_<5wQO!*K$a2fh$sFhD_~gN9;F2(+=5mL%fMI<cXNM<+U|YZ=>=p-!tnLt7w_
z2G)&CYLOV7#-xt&lE$RcF<3N&C|yh9?EB78pqjKe_dU+m$^QQT-|L_`;yuBiZaLla
zSMP^;uUG{fj~&>ae+BK%522%Qi2qC8RYj8z!uINzyUyEylAyVZ?q2r~(AmOebhqGh
zSB0x|XvHn&9CPWsx8N7}m*yxQ^$gGX6S{^jzz6sucN^V?JMf9;PW4?c3AKa@g}h#P
z1`eVhdEdytUT`0CFs3yX&8OCN*3Fw6L_r<%I^xnK6qbpDxUwlZ-I2zOKBnHY2EQm7
z16ColsZQB69A2mFU@EJqT1?I;YG-$s+-bMjWV_E&-B?UcD~XOmyW9Z?sk}Ep!$>zm
zWB8o;j9v)ndI5pA&~2Zmqwa#O-3z$7%HwuA`F{QkkNK3-=5&Ta;iIIpqa%|^ceS@?
zv#FzLB1sO1J&o<I&ev?bu4}fPcIdZ*eGJbst4;4xFW%{eVJ~>c@MmU|=Cd4?&(Z>)
zr4T-qiaqPbhhlGGx^8Ihymz3JTF2E8Myw&9uvXMm4NlR{WGpIB#V!h!<y5Ee_*L1^
z6Dn!+tmr?`Yd4>3d|7yxPK3<_2~^|9sY0{qsZAdxWEywSz+lg_rdw-i?$+is_t;8(
zrN*9B&zhb#67m*3@qm#Zo4!6O7^c7*K(+2TZy<W-xV0NUF0kGBF*;Rfp1OfP7GtT$
zgHTAKL_>j4NTuQbQo6rwCYs4UYu)3q)8WKx;ogp4ubA4=-cr+AZn7YgoBI6|)HElj
zHN{9^6J%%04fz<{ZCbEyap)wzQ}*rXqh>!%NU8vTE-!k@4XUKV?B?3?>YDW+JeR4H
z64YIWit_`fDC)A*&%aGk7e~XUEFb~mC=RB&0)G>4!TaI|<45AB;?<yz!G5!aU)%OI
zys8dUuICgrG*k9>sh*fDD2aG1j&x)q4*etQ7jQIzITwZ9dOU{THMP+H3cPN&$7&Ui
zb=PCHif2e!U3zT3D{OV|9t%z^=zdgUWX1G#km@T)obq&n4W=GStd)`4Y;PzVAAH=h
zJQ=hi>^Ii0hzr&EU2A^!oprFqS^i;iR(vD(0*kLnXfU@;9$gj-26CG!T;#Y*Peq4w
z=1m^~9=Rkw?9KSHz6P7_6uY2H>mwUr9eGjPMh?JFwDaT&xe2$4*Gs@7IrRBD*GAg(
zuMjSzr%6iZ9K^0m64!{bbk~8}C4;nvTlHeTH@^;TN1MsE@J4+f+DpE#A4CWABj_#t
zP<}Z7zI2X^=dVeZ$%Xucbc@^yU(er1pG%+W$px@bny;;dK54o3ytFlZmb|B5Bp3A?
z<c7{urf@52JSImJHD|F1^+_%zAz0Z;u^5EebOZrJ!U)2IF#4FSYXO}|x<)k6=y#VQ
z;jo0=E*C<&p3b=R=cqRbYdJL@R}Lw|3e)22ibEMP^N<J39^n;yai5=Z!O#p#q-iag
zb6O&l?w8nts*YBs1$_waih-h#_8YrhxkfvKw2MNTEy!a(MHPO4BDll=D{Dfax(Jm)
zFbMG*L=X++B8D_Jec_~JNP57a@N7hts}HDvDHblDMkO=o08coAC*B5b{?t7=xl}J_
z^yT%T0KaG%?1X>8N3c^{Q6GvXmugev`iewo>J!_h$;~gv8j{IEe309`GE<vQKDcVL
zwv+q5cw^s#SE$ZS-<ZBd6WL;vhCi5#_K6_A3V_Yt)>kozwHVU4xn@?))|wyVzu{@@
ztWi}_U=CMRn8Q^$R@X#;)ioiCe!y52)qp6f6rpdLzVuP>xZQx|h)Z;HRz0f4WqyBL
z&;?WA1WIQo{Iod2Bb&h%qYQe&P?oZrDHL1HEX1>LD0@ANvo!(sh@hhADvYZ%4Os5q
zieM@WV;(CPgfpw(e1zJH%V6am7;Lm`2VH;6{Bp5U>xqfol`<pI0K+P=Q|O$bqY|U%
zj9UzgStuey>_uM{zm8Ul8_@IOcJZfh1bz!A#q;nvi2ugGl2;!ZXoLaU5~mQJK0Hz<
z7BT$|Bb3c)guFRQo63wDY<c|QBwN#H*q|PjEiaiq(GWwTfrTKw!Ul~#myTB%^f4DI
z(|=9|3~c%zaXuq`>yLF6Dsi-_3QxJp#Fx7)#i(C~ey)pk3|wNpR6qGWIn_%Wi#1Y5
zS4VA!eetA|;~%xkgT1!7lfV0-aegzesm6^kS}^^0`&Ro4s2a)Wm^tHsc-VQwb40Lh
zfo;y+u*YfZad|U{3uYW{(i!744kJ$B;+)QzoSj=(%jz2`w#IACT3qYz6x?w)_PJwj
z>|PjMyT&SDX>iHJ5@De6K3h<mSe&q|VIE{(vMLox)ui}pe>0MSG(*5iS0OuH2_A1V
zgfSgNSFjmLHaa|cSdHJM0H(^~7m&innQan1EWg0Kqv#jXDLer#*j3(MzFodq-gWKF
zr=u_J-T&gqna}pVL__a}@(1Pf<#n(hI-%$NV+(g5F27SgF|r35pc_{GY7eC(#@Mz-
zE3-7g)>9})f9h-Pty*pq*(h&}emm2jdp+vhM&7PJow+Jsjb5pDgwsMUlQNP<x+A0K
zR;Is|?$7PaRh>l;iDsjVq92B@%J#z<_+$NL=}P_O^rg)0dPmeu)Mi{fqf!-OvQtS=
zq75nuR2y$<sLd1;y$PI1ID-wDP$-C9PM3%xLPU?4k^YE1vM|R=FuT}_a$x3$bNJ`E
z@!W+Rmumt`Ai<JCumloRA8(<Jw{G&5KJr7&xiQ!>qO4x?B_H(=Z>1$Y6bvb@`Jb{i
zP4roLNSL7JNh?iIk119ZlomBwpOvB{nMq}(R14Hc>5vXLv_Mi${Fm=)k8R?<<M;dd
zb&el*_Bn|k@jZOLvz?3WOZ*5iA-Qhj86Z$u5TbaYVojN#OJY(qK!`_y6pB`0ZDILi
zz<7*_OguUuFgBna-6~O)cK@JF8dU0-HZ=pZOxm=?+3)vD(mhm7wtx4#-}z4V@B96{
zGSp1*cI~1T7g03e5&g(>%@JOli%KX^0FyQX!7gHe%AkzlsC@~;VrVp>z3}145UU|!
zA&Yo7Vgsk^)MeSppCWzsg^)gjXIDQt^xI!GmY>T#A6|cS(Vk*v1>9D7Wv77jd5$n-
z+K6Wzm$#n1?_O9{b#iCd(GCuyqS9~Kf>2RSsnn#Am=C&aZvm6l4OXLBAJ`1`fkV{W
z^e>s;Q+6|BP+tM2RkZ1-c?{k+(sWInHBtO1O=JHuK<%W=)blj$GHH=kflG6c;#f}P
zbk5)`+~W8wg5pLT#)GY_OLRfTCAgq#aqP<w^cmXq@e;yOYx_7mF^wg|u8K;X>Tp&$
zq1CTMWkrTop*oTTVS5mPhe3ntL8p?BPojSna-xHs4!CQQK=z^mx!P9zCIzZTubC>8
zEZBvr(I|GCFgJ}g9|gXET63Ogo@rm-_|XHE_bY$sJ5<~{3=RNfS-@U|y{%XK4}Rxc
zS8i?^UefY2=HgkWXnFCS7Yon5077?w4vth_u6+3S%4_C7?LJkxSh;q2|Nb9<*1w$H
zxdkIoM)_?$LSUTALTFr$`f=MTq<M!Uz`IwyE8k6;7Ds=Wgnpqm)fY9{fn8CRg;W>l
zhyBrQU>n>dY!Wv|zO5Vp!{V{zd2n92rru0WMXRmi9&j+aCpHp215U%U(F@62$p`wA
z<W$n-rD{MBdgBOXjfGS}?~8sjT~$xRx;juTgcvD8De(|R3n8~8*9f6HNj6}E5{*V6
z@IeToqfmsl`otL<E^aOUxi;3e!nW3CI%GRxgElHOT9+LIhYhAF9uC(*#_dKilJ-hC
z6LjV9!I<BfqofNG>_nyrN>|uCF!BTW`*~A7OA}<%WFKgPY&ud?O^{tp7OM%etG}On
z;W~*&v*wq;nk|(lN`sn)QJtPfb$SNXGv;Z0oJFuMmD3tdNr50cKAVVuw<YMGi9p&g
zYuWybM%|BbpKRo1K}pK#3~1!hkcu>9C^@Q&O&LJVcGj+4pp3ezOf1)RN<lfuiF44?
z%f6O4&PhHZm}vU+3frQy43bDNt&GTSX__Pf0{Q<(2{xRYK+_B<AWpEXue@E!WkeUx
z)~QQ#gdB)@2Y-I>;TxyU1OM6s{r{ZD)!E;@d;HbHI=B@AP}%(76w&^pSGJF-m2LaF
zobXL>ZugGk9P(Y%&Z$q$7Q_>C;A$h_eX9X5fPoGZ#hBw%!lHG8PH6WO#=rvOetu3q
zXbPEo{k?(SU~kB3aar6{{q2Hz$T8#^a&Kk^_yJ)cJ)rNW_c?}L!|pxIuy)RTF2j0V
z8CTYo3unUFa1L2$m^6#LC?pceOdDu}?Pfio^SYo*^Rn}Di(HH9i;h*U)$FRoDlIGk
z0fsU{E|f3&i-BTrO;b;%C)<<j$#*xqO%6wbbA%GILoCcq=!LSk%<YdJvmHx+Pd}Hw
z9lulmzIMCtwBTD#&k0feFmwTY1R&S}0JuSonK}$tZltj;6z&&7JbxpMSF(W-A0m%d
zr`zXrx;1CL+pOBj!777Elz`%mCOPi2!%<-Hkt_g$3e+(m8*JKh%L5;Jfatm4dFU~D
z#^CTZVU*WcglPN);dlz%N<B$UA!#!f=8V)w=)^>&#FUN%&z!mm7Emo<0q{?^d#R)i
zBC;$`j87sFn=H4awQ27`bPGoVG@!25+&B|Z?B^4xrN>b!#Iq7$2ghfqH6PV&TwHZD
z*fUgu!J@{Y!KS0rs-!bRIh+kzj71X1xD)k?7s(u*w&I@Gh@6pO+OweUN4;M{hSa{!
z(dT-JU8k8#Yf1oVEHy}x6ykLFnHICov}AOK*uyozBd4Gou~ws&ujL`pJe)BiR-5d}
z@Nl}#V`@}YbJ={R33GD3*>qm<mPUKlzoxbQ@#n91Jh?eHE4&vBgl&ov?7FgX`{Cw7
ztaAFhOCSAs<CZzKL8%HkB5nA@*LSRJ%XDn-d-=_kBM<GCc0LV0K5}^Np6;f;2L8RF
zgT*7i&IN=t?)*07jV=;z^vo!9gKpRz?&ddu4RAwv15c-=cBxZ3W;q%<XE__PK@jE<
zO|nwNj@eVT`DIFgEJI6U@V3F(fkqj%?shMO9=C$Jfb?<<#*H9tCp>2-lx8P9XOGm@
z2pW(1(T(q*c$V+wPw-~`28>fRQ=c0S%z`z9|7y_F-x0r2@@p&#4HG3ycswFlM-D&W
zvV+N@4c0zmTL~>rkjhYoBZoe-mmU+VGueu)3;O~40Zxs`m2k3(Yass*4`H{C%EFmX
zGOB|UUMk)~jyyei2ix;gz47c4o61_2R^BZ}3(fzSn6=_&r<>c@1KRMeI;I|3E}>mb
zfmg3nI*J|j>8y_9hZrSCqgYdyjav)WrPeKsS&@}kliU=WFVByiiP;jdmKa>24>`6m
zBe7etzp2(%H<BnQMFb%fkRtU$2uLy~g#3~m@cWTYK_%|8*Q1Q~>?e5F(Bv@*aAbma
zFoBaAYq!&evxPR0NuhNb(kR{;9-j|u578kjz8SAxC4v+rzw~SEIaUV)`U(A_{zy0L
zf=G%fl46Ram}121-NAu=4sb-fI5)n=@%S1SNKgDb|KYqxinJVAQj!3*5;3S`5#yRj
zmqu)8$I302nrQ@GRf<=6B9bgYE2G4es9Q`@tVeYwlE6_Vu}YGPI~1HMz_j^6&Ie-@
zVUZfdkOf~PFrSs^j*7JAKZBW%;BQ8OOdo?snH5^~%JF-@d#sD|mu29RY%v-LFMVVE
z-cObx#j(T`<*UNr<ZteMdU9m<n!iHt_T`F_i<T!Zb>1s48M^WSDm%mm)CXRa%Kk-n
z)y76~oZ+3>kJ-IFpU-=@dwaL{v1j{k*S@oN7yDeVG4(bDVsH{1;uITnuB+mfkF*#_
z5r{&rDv1Nl4>uoGl768^6=0zhV%Ho=e()oxKPn_t5h?u<L@L@KMW{%nQ3?3mnLR^L
zKW?@2&dkn@-kp7(_kG^C3A>;)A86z<@GOL19~qrjKsww|rT=m+lz|EgVIg4+NbW#*
z@$%&hz;bNO3rgWEP<YWjr2t<|sJ@z*>ne5owrKg*`?22A{SWDG=2n(|H+EiqFL5S&
z2eGH(rxWk93*33c&ax-CQ)pH`p|C$kGmSISo61a<-7as9J<A*jRI==5Wm9Z8JIQTF
z>=rb}ZwZWt#$?vZ4pSraCiW?g)wA79ue_F87h-c<8!~xQHWd~t$gG{6$X?E}XF2jx
zUXluB^?;I4+7((s4dfNI5YFR>&x9c1Upc&Z@!~~XZIp4;c3sVjQY_G@MmelChIqU<
z6H9BE>e95=q##b`5yEOHiq!ziaRk66C5A__Oe2<A6hxeGHwI##+KQ*lD7O?wxnawm
zJS?A)Z^^7KPsmepMP}qG{A@wb{w%xmm`Z|2Iexo*y-cZo>4UFnww^n%RsBu@XAvTc
z{<|H+VPkjs%b%}kaAmWHgnS{ON^YYkxlDEG#zNTT`G|{U<3|e-H(*A{>_=xC-TPJV
z7}h~R<`6!f7C?fKfx*a;>;OPL5f~-*?ZI5Bt!CtEj1i8n`zmZ7@9hL*z_a?+utD~*
zTtn8GynC4W>E>vrh0W!J&ejz>?){Z+dbT4~5^+!<kw{zm1RcT%bm?>*dkX^SZOccS
zF#5bk$%O_?3bw|G5)^sL!Z3`v13nNRKrt?G4JgP51QZC^oQtH88gYa8)(8-Jp&Q!@
zu}N&b8@SUWl&tl_7&9uI5V$;7;ESReG$UrBO=~v|r-ySB-S(s0YBVGcY9rhz8s*0V
zqruU{s6FCr=eD9}#BGUf+Rm<h%sy@(+85X_9t<8#?AHz@_v=5fo@ZX-k0oEUUbK%o
zFQYfaS0b;dZzNvVUNv8{UbRp1v%;)6n>eYRO3tQESaWEOKNqMb=IuY&clbNvz0@6j
z{WfdT-sT(?m|pFf^sdbJJD5o{$!`<rA>pyipgCkQW7;O`Nt+%<!~ABEW)Ky?GApTA
z?a8)`gIrNqMtzEsR`zMOkYvQB`pIe%k3=Byt|1ZFW8C-qz$ei61q*?GQAj3vK?o$V
z?n<Y5io-;RB%)fxwAwUN3gTUibY3%Dr&n{UOH*^27|^RryS%8)BRwdJ%^F^<C6dXs
z5C{-<$XXIlB&`(BH``X!wk?N4h&)N!4jwuY$uLdVl_)3%0z8j|mA~SC>)>zpj#qL>
zi0Si<m+!E<ZKvYQIP?bRo6dwY<qxhow;bNN!G9`j6t&+c#CM@iCBPS+=mm#^mxFZh
zMBmCP+%Z=t+UMn)*W=;qYIyOsU!)Wk|Ms9R@lBn1)1gCk=6%`W4?V=i|4+t;TNDoU
z^Y}vHe!|iF{KWAe2Y;g42tlK!sWc3vNu%4i$*7Vz;4dIW$rzBEm+837$a;G4DH$=0
zeEoW8a+#+sC3L9tNIF`my<pb<Si96(`(8&dx@IN#TrKq$f%u83<0>u^k4M^IxV5*t
z126y<Q%ZgnW^lf{<;dOl=x^WqCG(xbv3xF<vzuEEFCsX-XUmFwq(S02Jk{3q++qfP
z_Cq^n@*$tqxM*Qd`TF9+d6oi_pQ%p{lstP}9gh#&Ofhyab|8Pi_(|-j!Nu7)2Ps=d
zvZ>p{Hp{a3O-&gxSxN`3$TV8bT&HcX1)lvR7)6`Yqvo)^m)nc>ntR))><XxGN6-<o
z(q6HD-ToGM3m&&WNPU>PX6w&$(`eeH0fHK+3&Tua*D{pZsZn)_m{wC-x;3xHVp#4*
z@i`)%CzxzDOgu8xe9SVD&6~)`t869=C@Pal6G<6Us!LzY6RCkaw|zN7I$oo%2%9}#
zfWDl>bLV_Td0IEfDM$?^-LMVM7&fMiiZNp#qY7W2vj{5VxSl8^u-52LsLP6DISV{s
zCb_4X<&?lI!w^XBG7bw5p|0Mqhk^ONe4hcSavgrVcauT@>;VLL=P7pSnis-|113Qn
zX;hpe-U*WYKn(W##@V1>Cjh@zC<7m57>)m-OhNvCU=T}|%izz6#MX`dwe!jR#^T}y
zqEu@yJz}ko=HcqJwP6*|K%hU>(}OYB`HgQaF4j)pm#yGyuy^Z<mOw67EVho<hQM#e
zJCnsYLD|XL4miQ?q!9HZPxS;qA%SMtJPpH$%VX3Du~>p8fx|1&_4q-P4AAnGQkd51
zDY`;46?%q-$7w)Mv)mZ~hT#N+FwWyj(3#8rX)_KKPu$*3^dFY(xPHRJHIu7Jq<DPM
z*X#Z_A!iD*O<5V=aH2K{s<o@2xwZp=4R?Nl{T!-ohqUkK5wFz~jtg)?0N7Iw<pC9D
znLMPW0bG7!cL9KBIJWLAF<u%w%j)bDTVa_BJHx``EMTW?T)aRE`}sa_s4O*tVd=YC
ze!T7`_Uwr;@wEJqt94Izmm}EC626D9pM%)XtL)By)i!WjDX{eS+FC}cy-CrOex8D~
z;Wbc=G}XgG@LlH7L0sSbvp;;B=wQ4N-h+|ue$2Gg){aovn{`V!>7(@Ts1?*IdR;x2
zd-{M!us`4tp2!;N%<-ZKpU(NRJVyn)s!O*#QIg=(T?$!($5;Ilp^H#SCIss8*LJzc
zx2U6&oQf{szjSs{X{N1ccLzNIZyNMcDbhCKN5SgS6)#N|1%u3UDp37d)nB28b7|CH
zWGL(Az)c*%%aUsm$#cnCBp>ri;S#X$z?VT6E__@ld=S2J$*~Is&D$j=k99%msU9Hd
z8MiWUQdkJkQsLiJmw#*%=NZS}_wIaW`_9h!*Tr$p_Iq*8`EhYBA$AfcrZ#mT{A{v8
z0*HB7Z3WZRZgJ4i=*nsaw4$hOx@v5iihzoBS}Tn-gkNRTytR~;EfVV=8-ENnnzCtY
z=P8q*LZWH*yyvuRmhRry=X-tk+<l+V_j$Yr(ZQZ)(Q)y3iVu600XbXFat?K~Z8N`?
ztZmvnkjowm+nsKKpr#FYlXHW(A+@P5Kd@o-c5$zG)N#alM6BDU99EcUc6XL3+Ivtk
z)7h3tUIo*YkhEO6=txVgVp^iHhXztII2uE3tthd?8um+^l!2_hm1`5zBf;IlZwFa3
z_)L%qejlJkBks!NG7N-0ktipaL<*kUWp-W8!-<`h1Wpun)Z>z*WD*|yXYdC2v7W1V
zFKR|Qy`npf^r&9er*tl-FX~KL$GS{U(yuakkaYm`8chc-<Gr~^qnYj&a_%${MuoD#
z$^u>#@F-N-`G@k~vKlQ==%lfwdZ%hYTSeuXSu$2ESN^mB>bkSEP>`#oY;|%8tl5*U
zWu93h*$gXT;8+#jRW0|R0UJ&Ysxh0dufMmS;T?9To#C}6(!}s7F-?#s>{F4~R~L1u
zxG6ShORK2go+LPx6uqjfVs{hl2KbCh0Y|$#Y^?NY?d{O09Rf}QFL7xS74kb~vR-P&
z1q0EldbS%P1x3!!$kuSto$ezLdyShg%;!Wg9VBA99yXP#JtRWCEvEZg>F9*f38Mo>
zhXvUG{p^G|b+AHc2~)|w-rhcdsnrnH`)kK~dsfve^$IkIib4V07qHq#53B+F!Xak(
zh34MXyT2D{`~APRZ_Vm)#*FLc^r@#F8C1Q_`Z`$(WG41>58xknj0}zUZ$9#*r{M?R
z%y$occf9%7o~EXbfzDOQ#Q0QO^kL)Z=N}v%^b4*`|B0bja3RysQB1Gj4Vk}ue|dqu
zVtWxOs2P7)%lx+@Hk!dQ&1IWkLP00Z-XIA0@0MpuRA%&$HKBPf(eqvOd`Sw{BaU(S
zXba%+=NxdFKY$u_hp6p@Rx}HFo4svREl;%a^tMrv--D!uZeXSA1w%(H`~|F|Yv|gD
z%@)^D5HP}z1sSSddOP=K>35j?`w~4QNpam{0Ra-fLT7U;*PEl4qwU54IgZcr7x@dq
z$5C*bysOYl;@@HSbI-ERaj&y)+J#{O57_-Jt~I`he<)ZlA+AwDvWCCBlkO-bc@da?
z&c@n4krcppvn0u`QP+fP%EgsoH|=7POLh@g7fdUzn=Zix*?%dMauxO8ZL$)HCXeM!
zkT^?)$*OgylUYxF`fl|zeAh~i)&|0gLY%M>f<w-riW-8Vq}t(Il+y@q5F1q#<{JsB
zxjRilm>fC;f(MO5jR2h>$PD^ip{6bB=S@P3-sAC5(e<uq5)U5z=?fpecKprJpN-d%
zpxW-nzC_QH>0KvJKAuXoGM`@g&mZsns5~&hUU+qVNRCY`wJ!Z-RnPmsnf`U7A3Sm$
zXlNt2hlcOY*g5=#e=s3lqMG0(suAAu0AA7S970i>&=?IK$pxw>Eeyn;_4%1GnB2HX
z9VOh&0^$MRMj`ud)e_3wyHp|G7{%zm_CylJ=-aDzZMQM1ZyUGOww2!|>}cGf3VUt)
zZDmx}W*e`On`9pS&F1LC!+1P6rtXdvgGF_Ja8iBV`=W2kGZlOtpJmR)&g0+W>%#Sh
zf7%z+kI5Yz<e81$?cU?j<D?v0j0qlsf3-Z12y9UR1_~nz;4aWbQ7dZ<(qxTjqZ*BC
zN;|DhYZdLLHm@yeE^SZvqdHu7UC|u^gm-JkpQb~u-<yUYMePq!36DrGNsMI5s0-y#
z5lx^eG>s}~9y#a%2EDN_bU4I}hVZEn4qe7l&b!EC#LGP4yZ9V$<MU1VE6mHt64qpC
zOSLdrS}GM5N|vk)BU`POEOak;S5nNmHT+n3UzmL*3_LFFgxu)w@5lX6U{KkhNvo@w
zMRG9R2;95qOWR~QjcI8kQ!-ZGl54=j21u-gd5{;AN+L^ZFmJI+NlH6^jcx2k{np`E
z|AF!BbHD8F7>sztSnQ$4SAXTqu}2^2OX9Cxcn9+z-NNpdw#3bNV1G2S@zFD9@8>%Y
zK=eb)3!DuI6-5bV(~7p@W{xVWjSpI)veyJ=i4BpkVgXAL3B{6!>WN5HXv8`jj^4{z
zk|aU8f~aq^e??(x)bK4F^-^@nzMR9&jQRXXhZon;!CDmuC6@^sUa2r{Lw!-P#0fRV
z7x?<B7gix6vMgPyPK0qTTnsbes0e=}Di*^Ojsgqr&`(Fg)z!hCp}!DfcD7mPSi$jQ
zJa2YdRGTwua5E}%hCy+0yHJ?RR)K5)ILM7F$Xu?RA0AGcG({dZI+I27Y3^y;^IX|H
zXI4xhXO>L{nM!-W7_*Jpw;3k{VZDHf+2<T~jyr$C{k;9ODOAiwgCPVF?QKxI2rjrb
zLq^Eg$sXqu<SB9rog!}tSA_T4#kk$qBCYX8d_#e7i?T+IgomQAOyoKO)>Dgi;Es+c
zD@Kv1NrV;{-at_)E9Vq8s!S=2@=4n$5BGY$wKGY_OT#HX-<f}=#z&|!mL>~O`_d0o
z!T`rA#iMNT5y=lQ8HyX6y+x1P+Xyl^*tH5e!R@vV3yipi#6mw+IOw~CCrbtJXK?45
z5qrUiQxC{kv*UVOEamBBzSJ;tJzw5<V*cJc2S$L9A;X0|i8@VbOo*Q^cJi6W%pGfY
zO+T?~@4D6ZuU*5#TYhoU0_FYNXNFZztn>lCH8hbP`NsP<{tSxV47}XRP9r}Gvj<lc
z-D+3B@1#1AAaYxS+XALL(3L}&02&yCWZ1!jvRFwcIgiH!GbA?Z9svomzzFnbx>~U4
z3g-#j<>fzFD`0Zt63qs#TNEuY&<Yw9L{(KN6f9YT9h-BN2WA`&l+kIx5lbvOv9+71
zUC~Z2l53_CmIWeA3oH_fP&l3zIN^ufYupUS(n|>t8qLHwm9yU;jX<1q3eke>X|ymv
z4-1Ff?r7xyE!>#9`CqE5KemnPj^Dep?^m4j`TXl#JGL+JId&W;PGdWEn$|~>hTt?L
zZ39i>nM7@+iAhrui*~5e)UeWZ0i;AljHQ|yqyd}Y4@z;tMJf$b)D1>Pv`q*)L5ox|
zX*5#@RW)sd?)#qIi8*=q-uvEr@7}%pe!rj32cvj#tyqk0CwqmRVs|$@%9L94OjFa2
zj~KHj=mVPO%eo9-Hh^~}_T`g&07FE8xL71f%==r~l3vy$jN2b^O}Qu4!Zr>u0?P@!
z#q4~5U7(*~Pg$OlPd5CDepS6-{|o(z^{RZE{+h8X)7&&a3vag|yvzOGdW!?3<LaNJ
z83D%$3vrT93j_51!bo6@9up4IC3?ZW;90i6D7+|E_zS{0@pts!=<Al-qJ!VyK=5vG
z^c=47*)74Lo#R;U$0i4ra5?c-?MhaeavpcCIIlTPPN(<JCInw_0|3N?DXJY;9~*;8
z7N7C=ya<00?gQQx@n)?qG~+t%T68h4+YZM(j}rV6Pbc_A{u<B7yurhp@aOpJJj=f#
zIZf08_A92<P!f_MjY<q9$x={aZb?YOI}zY4r9OXOjk$mX7~Y!0v}LXc)h6(K83RoT
zyHu=XgHHrpd&UV|8;e;$9)KP!UyD>GL(LUY-*}m&5KYfb5OIKigppsQICxrJQ`Ta{
zv-MDTj5v`jSFLc4IPb0Yyw!WPo>=XP)t*3lh9qR2vM1{a+OqXfNGkY0mOe2tVQ1Z#
z2X(n?2&P~J(=|XZNC)gybolV8$&>Mb^Zj4E^yNR_Jac916#9)>_8dy@KSA&K;IYRJ
zJ?>ce9HCFXMBE=<=^hVdj3<B(jZhSG%=`=$qxo8N>v4itaRb9n+`xhDjUicL5idm%
zkNZf0v;MoG-~g2r68Z$BBo@Py0GK55A>Hq$C~MSOLEiHU%Tw*S%~g3dx4tQFRzYbM
z)9E$&3jSNe!uK95U8JmJ4h2(<hA10?mG~$kfrwZffr#*GvW<_8Iueb<4*jcyUrSQF
z^&SL$iZAf^^>xf!aX9XJI=Jjy4m15szh%&Kk~wKHpE05K_;GECUE)^w72&LW)^;u~
z$SmZksg|i2?c=4gpFiD*%6_iG@J67?zv92_r~S5&?nbdu8Oe#3sA6MzPL#pHD`?*v
ziy(L_^quplC00SQQ6GsS#cGpJTdgRBo%N0B=_IMUyQ_6BSFJ-Gq&8eWEx9Bi?BY|>
zth6d^NUY>(eVbt!uF9Z_Ri_-@1lJ|Xwg;*&iZ@DtLOB4Vtx`{J3zRJ!1i>FgZ+5uC
zx-+c1B0j3w5%QrL>R_m$pa4m-Il$98omvXqEuFG8r8+?Z5)DWgQ<X4*@^f}N(aS!4
z*Z!?fqmf?E`Sar!<{lmIPWs)Q`9L7tX83M0d$wMlZ)^>PBK-&H$-$n5caHSOGyatJ
zL%Y4>`ycfVg8NZBza3!y3Y>fg^#C=&Ja7C&ag9D7UQRPqTrSW@TaNChsTQ`4-S>3R
zl<OKP%yb<I&lVO<i{=yVC)LH&Q@c*=UL5-A$aC)J)a8+i>7u#pF01b)-y2#jY!t2+
zZWX-Sg3eAk<wyq#=3n#qbk0k;n6#GnQl37=CR?R?OPwePcDqC1=XIp$mAjvn6~G}K
ze-4KwhijuwsmrbCuj!X{Mz5f=7sg}rAhuwrQIE$eE81(?WsT8lb4U$SG#G2BOL>$x
zz?wI}lyAkMlOJ^;M+NbQeTGNJd1%;R89v1>_o2QD(_vUVd9mGtMm_T$+H;Bi6U9Ps
z4O2aEOJq6EUbMHh)jIqRlK{N)!!=6{GYKOgC(uk{F|m?h5-P^mgawC0B9(1p=Eu+&
zez$svR%pCmmK~(=Ss4$3#w|mvhd>(B0}&J<KIq<-T#TTR$ZTXavJo*wBs>ys-7e#h
zhsHk)1t*NikzgTFFbXfgnVSoEs;|zHEJ%w#A3y^#o;1)AbRny2*7YGI`^w#~3>%*3
zvS4E1B71aI=u3uuIfrr`31*a`M;SyhGD9=?C_N2HQp2hYemthhxbYT#N9NJV!rSO^
z&~@VL3u-KO2ZsgZ^3Bo~X>7(yH{{sd9ny)FaQ2VQ$v1$zfuNN)YoM_81%`;6yjjAk
zw+Iy;4}$?E${%XiG#YTCbbAv>SqxkBYdTm;IPh#hZXx5~f^ZH0B;t+@9q8U2O8FYx
zDl&)l?H!#R$qt6SFFX=%(_6w1>tjCT+u`?7L#g2))r)dLYNt8pqekPyK5AcVEQtEm
z0Uvs(`G5~Se4wG*3&XuTs68F|AR5Z2(gxiZggm~>)Z;@Bw(s>(`=fh<)NXg5k0J;n
z_r&n_?p;W<|L@lVfscQvRK#F6N1)9R+hp+3l&oaiz#(2&h<=(tVIZJ53jprmOuzvS
zHPti}i<zgJ{E<6YR;7|4rqW$x7HWh61in(q<}hNv+k<{;Y;ygD6VtzqNepXdtg#<u
z)?VtrzcrvGe6xStS)BR7FaPuI$)P%1iknKtvdEb~+@BoXb8vU(xBqHSbRWJ{ezh}s
z=5zF5^x27@tr=!kaBmaM?BMMDn~reSVGD95#w^s&?wdPw`oQ+Is_MPMp+HBV=@I(W
z(PL*1^p=jTO!j{BMCZ7k2<<vPm~^>J0QyutB&V-I&86wZ8a6g$3>>(!XcGw#ifRb=
z)or+=f><Ll0gdYhQFy9^om35Dv<zTFSWBjw<47}EEc8PfSwoAfc#U}F?!U{}3XMBu
zd?S7@#-MT2uo6%v>%|eMu=_-SS_O&@B?6_HN&@g&Q-%O@Q)#N%*3fF=z^&Wcu@(f>
zy?GOyvZe<KX_eQmY?s$!Rm(aE#I^5e!||koLo!9K@WkdMEQ*)3HH!p(MFP1Zfn`x8
zCY6{}Vp7#i7t)AXBW8`5HF%p_B-=pat1`X;jc?w<_u}zPR}HlZXxG~7m~_EgfQ($X
zk+=dU_8RROqa`I~rhzwGb!&J&vy?HN%dBQLGE9s`qnYW<EH)V#6y(*Y-&SF)hOIFk
z^*84m#i(D-H)&CSxWY(A+kd&P+Ss;@Gt8qb%A!spY04%k+ahJrmMu<{<64#(D;1SE
z&YC)j*TnIR&5hfA6xdg60|SO-AKw1t&yc7Xx&h6A7#L6#`?J(d69?NcBM5^1n7a(y
zvJb37&<)wr)R=#y`O!7X-uEaqX$AZ4c)UCEc+c~^&zmjf+}dcmG)b)77{_)Awn|ZC
z(a`N^T_hJoB8f}ldGU8*n}{OSU*IyfYZhh-i-n~^+iIa+;4c&iM6AMQ;YOjYuvmTt
zvP1bk8cKAQ4}u!vGBOeNQc*mQC5HI%nN%cGJ>hntzk8r3Z1j*wdn(e4;TcHF0`&3<
zw?II=91PJIkCBELtGk-9x(vaZC5J+UrH0TuQXXq{LdHlAo&0|7@KU#$5QqK7lb!yE
z7&0e^cYWz#r#IEuy(gR0B{S7oOpuQ7nFr5*bN}(r`af&@a?a9wY&$m~A10GOdbT)v
zq|x)NYudIdjvo*039?5HY<UHW2=FDw_3=*yjJd+u5D0n^&K+?E_jpD}BxiI)c1G1h
zQHUT+%b{_L0Y8daAl`<?o0o8OG_JQ49~y68Y|`yki*7gHU~IECfC1W(%*o7mAq@AO
z1P(6>L|{%99r<NkK<E=xaDz8N)VCJow}Mm>Ko*oh3D8XE8e*))gt)~xkYOdRbMfh?
zn~hp6X!u6CEX?`>;e<7T$A@y9mFbJ9xV`&+56+B6?QER!A<iT0<BSiuvw#me5})x0
zdM*bPva^qIAjmP{-QU`(ZY{8Uq)7#%Zj(iO$*$XL_KqF4>=~Q)v9K{<j*N`5dVF_K
z7lwm6+s|s>HBzHM5cObRd??)kw8$AXE1j97236~@6_4ZkXhiK0>roQ*Fb1#hD`DkJ
z)l%rol*Wy?t^1CrV_#})_h?-wGdfw+m-M>6rtj!seLcJWQ$`1T?QP@$gx>AIrb6U}
zt;tO?ur0w4puRv>0P7=7+X-<*{Sem-*0~n0hw>8>`Fv&KJI1bBW8XfvI~qx+dIl3D
z89swID*60GBlEyI?g5Zfm09xKOP{a|$zJ04ho5Uqk+b2mfZ8E)t*P^|L6s#zs)^@!
z?;;8`Yc%0`s|C-$_-cU90NWyV$IXq04K@WD@3JY-_&b|o;*=;(F*#u<hj^uf&;j;o
zsH^);nJaE@6;Z8kZZ%=)I4xj0*CBVg^pg}34C3IIu9i!2XC36vcV?Wr^J?PN-Ze+C
z;9}JY$<TAd38mTxb5<>v9-K6AOTw(0isp@OYlud=Hb}yc%N$1|@MP({O4JSVf?vr8
z$Lt>{g<MC|QgFTjYTFoU+Zk$Y)2v%WvdE&fX6;xZ%fcbn#>4j@V}t?Ldfxec2G86%
ze2+P?${`u8Smm(1{|l4158Z>)2eSq7sag$qc0t(czR2*ly)rL@Kza(ZQXP)RF>ElA
zlzY+%skgsJGJ8lm(Ty&LwDK1S6Oh1s3^2_WrY~Jjd<-{(PNm`iJXU|R_L)!b%A~rL
z=Q6t6^$0y@+3mbjX;>e8@$SF&X0s#l$Xx&2i~J9M>|_{%2&Zsd8wK4fhko6}kCS5I
z-(aOh5dsP;2`ixo5zvJtc!U2ij9|le0+TS7b4}8;2W?C!1!fpr7XRHY1ee?L32w_L
zxTvJK05lrD%(`Tvm~8{1mg*m54?@fS3vdeqTnVt(F~;1&SeY9zD0?*ukh~P7aR%?u
z+pmcNoRG8aG)=?<XLEBCt?pws!r8nIstNc6>T&^fQIoDnp6T%&f=uA=htZeBdaO>*
zNiQqsI$k!<d#{V4XLzX-@(JaH`4#!3a?(7<NAIS$O@1}{y~Op<b?FX&N7`2Y+tFTC
zs(RHNx2oQhv?6|8YA^D6+3L3jirzRGmm{6>EO|ygX0>JIIWi~Rmfw@ZPbr@?uSTzm
z{}jVov`aR7O>;lLR}x~1q{dUUS4t;L;b>^K?Pz#jKBgQ~1w-oXO`Avgwx;YC$8?5i
zB8S9W3BJ*{D50l-8=_$3D1}Ei-3?{#20r?2rsHUunT|u_eWv5C>y1D1HO$tapV@){
z#4L@*EKRpRD@%k|I#g9Q%v9QN!K&o?L_V4p(W&IJW4U6jlpdSpid+nI$F|I*MR>~u
zZ#Yc&Bq2PpILlN?TaK4RS=Ple$7vhnU4L4qzm3I20g!JPx)>X#tCZiN<OaP(`6aqZ
zd0N!8^E%N}rbj%mHk@57a<1%Na5vo>Zg|Eet8U%p-NkWlgM8!l%qw4G)Lvd$0Aho?
zJS?x=$L75Sa6BK{oC@BmRt(%SCPe@oxl%cuaCIl~ZTZ^i_GW{F0eUk6$lFBT49e4Z
z?^+}>58r2HWqEmlTUa3r?8hy0%aE*G;bfpq67m&u5Hc_L@AUzAgObN%oQiodtQ1cQ
zs%TJAs9pngL9n(UJ5NA56wFylqXW58rc)3i5tZdM7;(lhSs@sIw7^%DA2(J<?i{4;
znE`U<nXlIF-hIAr*fySQ>>KDFZ2a4B4>jDWY-dbLSgFpuLget750?Hk*+FTtm$xk5
zjJ*StCC#!ZJZ;;yZQHhO+wPvWZQHhO+xE1k?djKZzH{!q>tE}>|E=0t85I#bA~G_o
zR#jGIMD~l-;cO}6aFF?Ck<xMwJ{_~|RP4o2OLAJutFrmcE6}ziYO*ODJ2ga7Nn+R9
zof_sE)JbiEGCslpb0GaRzBCiKNM>{cK(w2Bh=3MqM8UjZzyAo|P9F#J2Nis%>r1RX
zCAhG(3}djkt00(UA2=yuQ8EL28q?S+-Xx|YrIW-saU=_U^dVso2F}2kpgMeiDx@?V
z%upl?;G$6Zccz|0J&+h+-cv`N%_Y~SxRC2&PL_z~-px#Ok`2#~dm|>y+hz<K1+9f&
z8<@~hbNS9k`gj<UQ0>-?Xtm|%N5ox<!tfl1qZUpW6V_4|hE1~L&?J%0;Vb8u+xZ3^
zJCA8L5SL!fcVlJLaV9@4N4+P+x+S16N~7k1qAizYNThjK%HT=7PyCt>54)#AgFc+V
z0H3D{!sxNzIM~qMgqR}C@2NMlo^Pv|gK?@Exp=k~-VM0rxp^;dNw^OULZcmBlS?%V
zOEe4XMrZfR$~OWqvDA$C%Ng>PN)lh1&R4q5RlU<~X?{dM`v8r~Mz&2g4VG|OcPNDb
zJs7Piq&Q$|f6d44cR9k*La*Mukiyd3U-HIUC84y046MjgM+I2JSfznXM2D&cvQ%-`
z0Id4m8?irpS*uxDZ?2%6kXR&msuvJPdTJm)vWl#GrmGrzvFMOF7;4mS3dba^lw+Y!
zt{8`96G$W$*DE~KyAGRP&iX=|bL#i|0}3JIQ)C%#N7+KD>I+2WqtEdT`y#714&%@x
zs{<0>&2%SZA!F@(dAMI6KXxy<_1xnG+s5(%M-6aB98DfQUk?71Oy^c+`JE+=GOaA9
zqE;d85|cUQacBX>mvMbif3h~Q7sbj4H}Gp7w1*SIM$Exy&{_z`v#(S1x>Y<m?+V`!
zIVE(N#v9GAjC0h>DG~Okd+0y{bAbc;3FfWEu)`g*Y|cpOKK2*>o>~&7cj-GZb69{`
zz^xslCiO~*L(J&Rxh!yiLvEC;+^W@8pTp$?;bj&xJD|vnx0f|^B4b|bybiDOJ5ICP
zyObqd6Liz%Q!3ksZtm*E_II#kfI_#p-KsAsLsfu-N07KoO*YL+A`yAz^-fv7E?kNV
zM_A}V#B|l;@$xXCWS)ztD^F#m<4ev(A0Ez{39o+ooCwv#<Xa&}m)1N~Dp83mBywI}
z4mb3#?^n9Z*83bSk-1x$lb$>$oMm$J2vBAyO-0Peni^sq26Pobn$~J9VJQ*OggQgK
z<&N&$tUNdsQ>tgn6Pm##l!n1I{MvqVL@=tTmX9uP;73&`H=LT@+2RW=gu$G^QDS;c
zwuNAItikxBtLU$laloR)aNgP#IPaL{-TX06!iK6|ZrtB#hz7gIOk>v$y7?gv%2p7I
zm%2ju6IT$9pyu)tN|&W<#bQfE(1K-YB>;{1CvLe<;&Iq!Z@+r)DDu`t%)Z<pozS*N
z{j_&_u~Ryxg?24tIz$I>nXtrX&dEwFHh8*P(=%x`ItI?u2|o3E>C|jvqK-d>Pf4%J
z#0qa{Hjv7P(R683D+kds%}$XikRv^Y%8XFEyP5UR-l;Vky`6t##U<x}=*@taM9MtJ
z=krseqL&vG@=3Wp)Fl_Bef>y8Im01cgh(_A$DN7aAzdpbF9`zpK!zDn4v<gaf8odX
z#usP!$T%7WN<bNHU&<$==OwEG9#InoluIqc_uvpmg-js%S%F5EkGNmu3f!=fU_N9X
zpB2$Q9knZ8uFIJ+ENnOtKS7;(^M{657(o+Q6FYY3vYz`!ZZSxT5o0X;`8pgw4uEhs
zX+-XKXcz>rTN;b2`JuV!fI<`>jM_9prZxVm<}NOh_!Ba?5_k{`aQFyqcpEW5C$R)x
z(NAO3IQE~$^y07)-Ik%W%F?9nAr-#@V?`{alCO`pps}H-77-On)Mwx>L?zLjvA;BY
zRQ2XkA6U98b45Vw)%MHtonU;FO0hUKe~gCA0E0**UtL6P+Y2kJ#K?#MtF*|71Xf^!
z{G<mhXg9XxraE<fR-E?^$YMv0-ne3I6pOgE0<;7lqosyO4dw!*s#?Uu_zr9wRV?_c
zsw0oK{Ia5>gjG32Q6yQ_0hdjnuM#Q{{#RU!M3PVxpXD}J1u~d(c@xqEaa^`8-eA20
z-r>23PFCyWE`(9o!K=wj;R%BI5A5+Tq&^!OaD>;Q`+9KlygNEyP2O^GR;larldwth
zwDsGG_C{1J*rA+m4zDt#P%XUFQ&BqBSv=TRPosL{0p7rw?uHLbCU!ayf(25v`FyJP
z5B3>z{42V&On5U_N^z~t_!TI|IC4&^c&F+N*(UY8=SFtd-}tQ1Xs!*$m>1zts0^~r
zj70r6Hh|i5IyhMwzu9w6N9n-mOFpdO1hivSh#_T(@1jXKe`HcqX;l+o07VuNLeq|k
z9Od>6jNqPDV0}uy@xKwh4LyYJnUT)Cx-o5-Z4lwO_Qvcmbenup_k~7v&4iHta7`6D
zOL<4)vk98>&2Pjai}Z7bdH90nj~B^o%QZn;BXNzksl)b~wd~6?=!Pbl3F20GvIHBd
zm9t8&_NY3ai0%nI9=T)^tI;_ATot_h^ZhL@Z$Z^27BUn~Q+I&Up70f0Qtr4C_444+
zO@tee9JiorSt}ecKBl06*;Y#4VK;<RmK6IX4<w4PFNg$bT^F}{jje(J04QhcaG`t;
z?U^RX*bImTkU=*@nGh1ophF1npbouWosNAEb@pw}Im*d}Jh;HEQJSZS7{!li7`)Gn
z;vlsOAmMxeS=^XN(F6z|d-E}*eRj84BqKydFc}+NPKT$NiEOA*z1Mqz&!NRsJ)heJ
zH?s7~n;wrxFgUf^kF(Y9#{?`qujhl@jNIPm_u5?z{{o|T0jG#p__~xLN#~+y7MG#E
zstmT$-_uhD<muhCc*XP;k@j^`@nP&hj@>)+RzYqk&;_=HmubAy;~VT>p?%f3+K&Do
z=wX{7zp!(OsihH6OW^a6&{2~%Q3<pY5}0TTw%6e80P0P_4Y`&)6DREWx&i{y*o>q-
z>n&Jgp$D(QZFPc(bR?<3?A?|0FaQWwkkgh&*AtNM*7ccCyRf<dKBQv9X-tJ_Mu6|O
ztm98@U<%(7Jb(+EiLcRek#-&H?26{aJ*|tfd}%)u4vQb2gYRSR&sT$}K6Lg2%DK1{
zsg}UxU>iojC%~n1e>n$K-E|{41hh$tmK(d1QYdv=l&*}{0Uf{(aOHb+k>#$Y%mz<c
znR@njS@u|(PJJnxuX1wQ0wbHSb|IIj4TeER?u)t;bzxjX(n0%a+oCZQ5*iFIYPIF9
z|1`>Wb(b{EM8L=ldxR5cN|=AOCE!h~BW-ZVo~0sRgwg3|F3QU?;m<F_IRjLn&CMxI
zIR*GB-L*F&33eDq#xCs&EG<CEOB>gr83chSZU=>f`HGatm+tZYdW=Wg&BwBo`kXW&
zGpr`vv1O?IG%}wz{?r{9DaUi)r7&q~D1H8*H{0ue*DTlS+jG$J%yxrIGj_|KK;15K
zqRw;CT+O`8hk{ds^YS#^OO5xN6JT=b`UF`DASEy<gxAJsJr`d&-CpYD<OH6M2++WI
zkR==_5*%xufVDuV@11R+SbwWGfWYQr037v4Jt5xFWdjrDv!ms<#l8*A)(>NT54+~$
zejA%W{1%XmXnsf~bNpZjba4adw<}){Sz~#=_^k*wj!ikN&&to<ORw78>9@xH`XyQ$
zQRWX(chY9L%5}3(7Y|l%;>Vw^lH4bJsJzJ?<h1W<N5{YYUTNRaTc<f=-px*j!xPu)
z6SEG9Tbw)`biK#7i|r^(P8U*}w=1v!=W(e!jjrI0mOZ<FwpdW|1hgo?oC%b=h?VMq
zEHGOb(v&9a3h2}l{>;B#ArwUrH~Ee@!fC!%Ht|Q@Ma_3Mv1l_$nE2h}VASJd=+E2p
zr#D<m?t-tpuY$L(mx3Sfr{H<<9aVj5vsxk_U2b@H0M(1ttLLj~yYbW2>=hlh>UX*p
zqI;hmI`X;6(1?!JU%>^}^^6cIOE9#BC;=bU(zL~%-8u4v{pg}$V>J`#^dOh$(gP5C
z{$yW(f70>d3Z6yQo#rFwp9{5>3B?MrE@8kdNN8^|*LE~1*}`}dQ^U?2bgaz7&lGCh
zx-_OylX9%(c8nn*uN~{7AXJOYTbjk_u`UQA>}1l@@loKf&28c=qm>1zgP@OZmbJCK
z)DaZiE8E1DHd>AaOk^kve2=}fa^HZ2eU<PgYjwWY7C+Cu+~!_=O?_^KYw2xrq)i<Y
z=f|9Nn!St!KjWKaj9)6E=nD1v9)6_1Vg?>z343IVnxO1`C;SRVtd7SmB(qjvZ&n5x
zP}azm>=8}1il&XnEW!*9ABqB3$Q3|X$qP@-0Y@wyIp`IgFPFwOLBni$(gdTKp>$vV
z5jt!cK)i)|viX&-SpK?68}9naBUCbZX!raE`=*X3o9Ag?+$0}j@sq^rBMepY@*^-r
zet|<~1iDc91D({tw}i8)Zmw-G4#JFXgv}ui2N`Dtq4)5PlLVb6K%fG9I#SMzdQv-g
zwK_UVk35*D1en%k0j#G3*}o5bltEWIs1Vnld#@awgq&f&$^e~IIzx$cG7XV*$m2fY
zoOLvUj!$yfh3rs<`Z_ajB0&?WTC^?u_?L9+9>Jk3{%*d5D8yF2OMxzDdF7zfcH9a9
zXPes>Qe|t^n5nDqvAJF^;>VWG<neU3LoZj_JoF@-!u8Omon2kEN+#hjSW4@T6+xGY
z5wqMC=bv?A0QRNH>&?i^TzNX68Wfyvb(V_M4570qkYsK@`SE*DhWuMqf9%!;!`6?m
zA#t$rHuk+^8iuQcNn7^;7_Y6p85MxMqiDX8L0X)Ltn&Ue)|&bZYI>n*Q6P-62pU!x
z=0yTRgrlBdH`F4x4OveyoIs2D1D)bDTD2`}i@wbqQrg|a5V0+}4h^@OqwTUm+s{nS
z%2Q*2F-SXhOod4D6;KvlVWlXN#E}NeK%7zQmQ7Md<w610@^x!y37Pg7pf+;C?1I^t
z%_?d&?0j3apbkt72yYHQX;0dVC$CQsKZhz--OMVFp$+V`876gFI$*k>jCIrN+4RZv
z-ZeEHH72#joAsaE#%z~j@33p3`}AIEnNhNqiQ(f%`8|WldEkT>r``Z^3wFKh@9)sL
zM}`O-7*fNL5MCQ>SA3?p<JjYnjvVTBt?Pr$^Baf5qgSOuwZ^hbH4bWt0fc;cOlBH5
z&}D#7PVzY>GpZ;2P6H$=vAHs58TkQ4>F%dv`XAO&&`%SNtVqb(1tM6ju)Ri<%L_jS
z<1#CJxNy}@+oolSRY}-Ve563*=t_2FdUH<}oV14!Mnuq&Mu#clkxuoKky@MFhxY<n
z&8X2EN2(<vnW}vwn|(n@nZQrzuFre0H?@%1EZ8+It=BlbxL~5=JyF^npIG(L*7KUf
z4!>u)S!pC~jtIGm6!}h?tmVUi0|%J$B{`h=En~`}oIgz~82}V7Oe?obw_Cz=Ytwr6
zAWOIftvnm#nWZT%Z!!0s5xGTp!)xnujJrVG5Icgijp@2lZc?6w&If;2|Ey#HM1t<A
zaHr=5V!DK8Bl;j_N6B6&K~x$)-ziK_@A+}yfboPt)wdXAS(4$i!kfZl+KEL3oG}Q(
zr2C9=;9~#bg4zl!8m8f=LnJ|XU90vxPKHg72mky|evFt)cx+uboAuTcHD6z~+-yVU
zN2VU7i<ZiU)A&`pFa{mLA<0pP&BPHK9(zGpX}F6l<blgi<DYQY9AT>v2OMqX1|1B?
zU(fwsOoEdt?28T!IqGt9owf=Q6G2u%74Q{z8khj!;qh4$vc>nY+r6(+B@AzeP-eZ4
z!#wBaa`f4<Jr8>&IC?sNwDflC$<%CWgGo60vekX>$JkmPt0|DF+-}~^11z>{`?q($
z_D?S|anm%lcI$6~aT$sXVIsHwuyxM3<Vf@>mWCWF#ze7DAIAZb04pEp29yEX2D_qI
z8bdlFv2X{o<H0~3=>m`0AqTV$s}He&g=>IvpBYP~qE=L!jt<t~U#aow<R0(<7z#0T
z#QGM*&K_=DAeVMzv+uWqpGQOChe3q#Vh2<s<fS^vN4VP%0N7%}ZgJOhu(=4Z(f-zR
zhHOy$<+t{F#vF|(N%>m;l}twyC*9^;KA)C~T4V|Y6H<eXXLSILGz3xww<KneWD=^l
zxPSiAe%8LG{h_(VmH1N#6B;ZeurOeL&ri8kEV?3PVz|Ik`_TWAF#NDj<ejVX_)P<q
zJ0RJ3zCLo^jlziMJBh_GxRd>My$tiLB#R5<a0&X4)XD7Vt<t_Cz$iirvSg3rggdw4
z!YC3wo~39|sUsUbG8S7xuBJNKDx;7T)NmI`8f;DACb^J>b$-49UXwrJj0i?F84yY(
znmUC;$$A(wRocNl?U*e(J=#=7H;`KC<I&04#dy^_yQ@mh*?NBtPl{JXuPIS+w^XpU
zhkbc)yxgV!5FA8ZUWwR-d&P{`f8wYNQ-_v?-srdMqmHTF!@{L|k{Qr)Lc*kA@+c%G
z9&xu*v9)K4)H~fHb12NX7Mh7qdjK;Pc`CY!|Gs;H%_W>qd}dmvItKABunFqjS=kp%
zXT4XO$UQ2<(GA5r9QBBKhAPPmX=umIYUU}PGce?vhm}_dC~qHQizZAtAsb~*KfNba
z$vMyOUz$3!w3ELY4}u$qKmV>9l5foEq@UUnQGY{iPa_e)=7Up&5x~*Hi|Ih1N}!a8
zeC!t;YZ6qku4HIM(UfQ%CL1JhFAjRnO#DWzdj9nxsx(&o!m)Nl?t9W}t)}%oU4(Hm
zAI+x0xs;q_9MLd@MI3KS%$b7E|7%0Li!^dRe?3b;JhU2}QQzDep9XTM?x}7AfYlwn
zA=DKM8~AL22U_Z2C>7Htn-J?RffY__4iuafT4U8vH6BDmKCk{e`G;$&LE`j%u9I*)
zH}~%I=WcC9T*8<qA@=O8w*bKopJ28ac|=Sh$O8am9?I?}4hyM?Wc`}^N2!AzT*kcv
zA3$~k4A+nBr=2OkcV=;sAAJ0HBEMIj{MX3j{uC<(E(J8Um&HYzIwGSsxYL7~VA~3`
z_+#c>05a^SB%SNeulEzYux?OT7b1yv9Dd0*#Z6qqSI<_^Wp6pzHzaI!<MD9J(|+xx
zk05-VPiI2CI|@47b?>N=`fdr;^0ZS$E=}t_jEKR$oYh`EmHR6I&~Jc6QT9;bil(Zk
zObiKzyZw*@#D>J?{nDeA$2a)=Ga|Yf^8JPY)Y|A6BHpMGdJ-08&&``q<cSRd4#M`6
zY)FvT4fLhD4JTOp)bo|^i(z$i!>#6!>$;_(zSe0MxtHWs;E=a#j7x|Z%7^QmxJbBU
z4AuceAUs)EM3GUZrJuzJW<EY6y_V7Fa&ZgSA(lCXW8@>jBl=V2<neM~&aR9too%gg
zVSOrd-7RhM60wz-R?5y~rQt$|Z8&sG=r&T?B|zkeHnKCPwzK{t2+d?M^8Lv}VYOSG
z+EW33YwcXT-P8Gum?gNxdo++N84uKtcnYpwretP$So8@l|8XD`!!zbP(4gd>?fTCG
zI$F{r_GA@f$`J_0y1ixD;A!y)a*09eRDBKF%<&|3P)}$aNKim%^#*rnYb2Bj@vgR?
z_&hkr@F$X6fUQHH@lcM7)+zqzZh}u3rpX?7Yh2TkWQ<niQWVHgvslr~-|xc~^04Tx
z9mUmQxsW?yj~5_4-5}udcjBH|_oxw53vN9Fz$=3$<<EG}5WB~$Bk-jBJ#Ga`<PMV7
zo+XjcE`)W=c(_=wnuJ@GK=qcz+&^zo86n%A#&N{<1bd@O`gXNXl9u?fhAt9K!mJ@a
z7?Gj&6xqRXXm|9H>nQB;>4*@R7#I-fh<S(*Vgs$_`c>J3jln7Lm4!1(tUCOCQx~U?
zrnM|W@G1%&c@(B>s?)V9DTwGU?{ZaHirKqR?qH%|Mc2q{D*yy`-p`o)?1x6EfvhoJ
zR=4*^^reRVd@^Y?1yBilCLk4bBbJ3p^~+x6nT7RtY&Tsy0@&>O%sv@rsuVGeXG_Dc
z!#P@u?6t}g{qdt#BQUY@pq~$FmF0su^9hsr4DbV=Yjn$%p+G7n%YZZ`u9vS{I$va0
zyVLhnajvzdb;C4(i`rWf7xMd%m38W4G)LDCS4w}Cj-38F6-~>sXSi-V)tNlG0GVX$
z<zgh4c(q2*0+7X8qSO@fqV=Kmk>xIB=<4Wf(&7`w;RicsFx9iD^_^okpPA>`Lh>z`
z!EiF2^~A{~C9AY@SJ7eFX|5?>jf!20jlxpRfdoC1XN)sd(KL&WJ1@!|kb^kvH#;9Z
zXgs0t#hnc=Em9ihaFM;xIM;YueyBRZ(<hsod@&*Tk>$UwtO7gV2bqOxT!jqPAefGl
z9^r_<k&$Z50av7H42_d;?p#V#K@yygkwTj;I=~FWA6Nm$Wc|}X-JVRbVW=D;Mk%s*
zp^ltHSb?#*fVhNX4-f3UE`-%zm~lgWs<4b-G%doPEr2@Afwz`CDOQ@W0<iRl#4yW)
zk7P0W!-ee9S>IraBxo&nL{Fc9jLZH4=i^TeZ2@Vr?<Gfvh@3?Et;KLfd;z~ctBirV
z8z&`|MbKHZ<>TR2msx@+q9p+b2XSV2EAnGj7QHdii=-}_Y?<r;rZMW2vIH^8%(j@k
zLB~ITD;+}11QBrA7UYDJBV|UcGt6dQoWLZq=GOY2XS~5pY)eoq?sh?m%pS3}8c+fu
z{cd(=15%B^4!R8bg>g{2L1S32x#_3dd$X+3=PL(7m<Ko&gH0bhoAi}S|6wO(R5IM8
z-Jd3`BOgJbDCj&XOvRi9-YQ|x0L~!mY*-iXOHC}^=EkrsFCpGh2qhuMIX0>k6Gw*4
zIS(Pn>KbJ16&2wtCk84HxA1#;cU6RESupi!65?beIcSGJ*e*@$Cev^Gt+d0%%f1Q3
z6EV)|b>f6?&dyBhJWNmJ(?VOCnC+&JPBf|QQfWEBDE7}a)~5FNnlMYCAtqCbi7z(!
zG=;BEn_2V~_WBx-3S{jG(Cl{QXro<n=ajMvYIi}SO<|Lj?GYOL@HJ;sBQJJlK6<=#
zG}GqwH<~}HZ!Nx^Bce3XO0SCU5nTO#U6C^^)o1bX{>!i}4qE8T8={50TiAzi`$7Y{
z9@1R;+)6jha8jYmw<i#uA-Vlb1JahHpH7|tbl|5$EHW{`h3u5VR32GqcPNQWi>`@-
z)2C}hM2FLTElTA5PQ8o~qT_<P4e>S>F7Z(Es2YLRFtDuDmFsH=%$v5Y<C5AUTF;sd
zC5@Q&Oxcp>j~#=z`}Q!GU@}sg+vTg+EUdW=AjItYQcC;%78cr~4b?sBSrl&(_ae$k
z%9EB$70)tCwb6r{Ij(U?&<hp9izH$)>@k?K=Wq5jS!K%ub@zl=va8N22VyodM<4r~
zSHe!@siE0*Gz~CueINnGCRFkw%N5jcjs|sUse01+NyRmJV+Di+;b)fUTsY@l4`$~%
z$oNRaSW;F!2o<99XI^MHQeZslMV4hPC!K;UWhFOzhWniIjURQJesiOl$F?2~aF0==
z-Pf`$AeHB=ZObI06ExP~kA$iotc+I((av$`R??dXpgo%;H!n5s1xC>|+rb!@u(#td
zXY<guBASf|TNyo`$w8G<Dwu#kjYxfc<+iCsza%UX$66(C`zUJqg)ADTSQjF&t%SZ3
zMZzQ$iyAocdFI9sTEtBa_z!x|YgX1s8>qZ*wlGF-F!)B{5WOzLuZCi8xuy_*2L+{x
zfd_yBYi$+%yauHSCO(daUngu4Q3+6K)>-1SP-!M11OZf`H>7&`j@{RZn0yBLNT5uy
z{Ula+N2H^I;^28r%&%cF%K4n*Wj51o^uBfDoqK|Kg(B;uNh!l?KC$E#sEBa3iO8*U
zwN72z65^rxJ9q0~nbb4Rg9UE83dVNr0VCS2qMn`wY>LAiTV6Dqc*~L2EyiR5zNsAW
z;|DCgf>XuMzDn4-q!R_5$+A72>#QbZ&!rzx%&B5DSUi@57pj|m*rK(T3uyNhHW@%u
zg(v0xGlbhXQ6aPJx(1UMXm11Py{<x`1lhgrBK3iQvrvB)j_y1~VwEQr*WI%O6M0J-
zngZ{#@O$P-MQC<vXt0PFv}eZKv&~LG*(#y~ns$r3p96E8J8r=^(7o>aAE!500qLs|
zeLM&l85`*KEI`%oL`MAP%W|g>G+Z}D>Ysk^tKsyp6HR7yzP>En2jbYPRz>SJ{1{6z
zBcvJwzGPmPoeO7=VGA_;tw8Xrr0-}>2h0Uy+oUXWb=&(hI8A(p><c0{;!ffU#JCz?
zB$6ULV;lBF8TT|EX^+4&;<~?c8zd+qIJM}Mt~oRh%EdbGjWV^H!Wv`i(+XMp4epMP
zM+o4DXJZ{^4UfQ8hJ^n^0~w#Wk@j$uo8K$8+fHAabk^b-8>qB|8@_2mwj+LucJ$<o
zV%;xnhUhf7mtDw9sF)&Ibh!+<w^*<kV7VgNG`g4CJgO2nAU^3Gq1XsNCgFfY;>7YN
zSEiNpj@*TJW#8bP(I^8y{5Tu7&iw#o#&V>0W3HekFzKrGw4Xb0(u3$a`7aKT=&tUY
zZHOwFuLb0wA4xR8bm_NB_e@Mo*0?NRlhRXWlqEJL1V{|o00vg88Hu@f22-JAgVHYx
z@{m;Jk`WTGP{S1Gr+JErpM6WMGs`0<sA!f@@)Bt8Y~F>ZOv>vW?5WxzNN-|izYRWm
zCt!GjQ|M@xY9p9%3+LiK7%6L<9CT(<B8~-hmy)f)V$MZYBWgVsEY8o#Vn~gM!@r;O
zc@ukYyYHf}tll^q5;Evpm5*yiaCGmW3;`V3cd&Qo#ty$)NU}&HVa7V-8q{*|IKQ@Y
zl)d^VYd4w3w_r^QRQn;<H$hz<@r`T2<SZf<$KKW?To+g^at$x67mLDd4ivO%xcy!4
zfp8IxMLHwDFgpYNCU_4rRT~%s!p}&!jZUky*u66bfwt&J?KLX%Lr2BjxrgvhFnA}^
z6ig8K7466g>8P|(ifG=n;XAl##uP^zQcm0S(zU3ovQJG0Iv@<fgAF{an<H5}pt$-B
zXssGCg9vc%HKx*Dy{0&g#i$!)r4X{xgKCp8>h`N-8lyMDX!62P95Tg)twt0Dp-n$@
zZ^<S}iu??$F9x)G<=?Rp_48TD`oMmT9k`e7bh(SYW$5Q^_c)#8!$IBiJAHL8oX^FM
zB;qePZ?)3#EJ*v`5ktX9A+3PI*3QRYs=U4}<eGI;X4)$~k5_4#h-EKzb6<SVI)-+9
zr9JvjUR*<eahd}XUiS-A8c+x}l5P-q)FqYri#=)P@EL?)#rE!;LpDGF2}JS@e1f%v
z{RDZ(@=KNI<jdIIGWYqzo&nh#os!~TL3CZRZzc^r&R?G~m;2jmEzmoIAAJe+7$llN
zT9+T|P+2@h629KTB1d}<RzMg|7=7+JmT;*GB5Fb9d}BqVL$eDj5xQo}#1|qQM4%bb
z6Qj5%s>2;PKj?&P%G{;Evt80w6;ByYMWWdRz5rtJp3+--*JW@4yM3}c<OS!=OIKKl
z9&28^PSBfhh8qN4nCnsfRprvXJV-t4lj=Fl3+$FWXr+*sv}Bvs5|sr^^@o&yaX+Iz
zByyjLQ)Lgd={sBSQ|fvchrwhXA*DmUw79_waIS&0Y~U(9eKR>pvG<0{l+jT^IJwiB
zANvq=a0t#IA%;D4n2@g{r?0Ak;>6C2Zg3RVp(H6&Vpu0qxI1BCoI7WHgd5dG=^)PH
z@qu%>m!?O`@OqW9q)aKBA37>=R8gI?9-(5kvxREXjPXQ1Vh_Yolx!6PWOvw$XLJc7
zCFHPuJTl$MN@yZZJ|ivOWtRB<Qa^;g9+;5Il$wK!XxwcOH^pvTxVG6qM&`7u+w&s?
zM^>grrL*p@t}O}9{gEmcl^Y<`Mi<0o>gyc<sutUg4!>O5kP|ekJSWQs`!i}Nf2ST+
zUNxW!;6^Ct0whWGU|!~(_B-KHS}*0|5~_mZ04ET+)OB^*iwoXzm?!IjdYI}NRj()u
zn{bbSXe`5kl^peEe>RZ{tGYn98$p6DOEgrOz1PgX3!5w2Jaum)=X=b{1_&{GrhpNn
zTO0ua*bEa}0%y|RF`gYCG+`udbLg0B_8$-Iz9J&_IWC@C&{)x9(&cAK!{C$dTe2;2
zsoBMZL{5r37Y<nd{y!*ge+0U^cY{m_?-8e9bJlg<nPgWAXN0}7;&y#09C~)|wB648
zaJyfWM#t9b4GveTIh=1ij*Lde-nQ=c-aXy!j%sShdmhI6ggCn$ep(MK31?_7-jDXY
zj;vj)hj^XJ9&T)V9=>&Zxr=?$?s%A8Esxlh)Uf)p@xWNg?8j8b&Mv?8pjdiqI%<Un
z@tJ?9TE-L4Q(2o(XWA6>I?&!HFFXkW64qu%(pH&Qk7kVyHBPL5lq0H5-$-0aUupQ@
z->Sa#{VL3vzx)mzYq)MYwIb1KIt_CSdpdI>E=yBYnW&S&g&kicsMfZ|`BPZ{rcxtW
z<-%AV$=uh}^Hs1c51A6AB~NZ4Xj*qXdGL4)h1j4xW>GUvX6E;?yat8Zg!L<vcpqLP
z+d9}KQ_Aw<oamzc+JrjU3S7@C-%}+EYs3Yl9}`#Sjt-ye=YTHXZ<akV>n>k|G0Z?T
z^$+pig{Cm<`tdZln@}yQI<*7>!tf*l2;m#>&B~Tg6=#Vp0+tkG#2@(OWf@Ho@=K~V
z%aTn53Mk930op~V>(_2(VE5n<<ma(v+ZaA>Gdxb$-Mj7IJ2P82VIVcLw2w)>ABAZa
zhGi@m>0W-1%Nv-Ws)dTqZt@IChK&FDJwxYmEhrFKyT?86(s4U7rZNH^!O|!#ymhE>
zaBt1m0Y17!9+bZO7#%cMHJFT!dcyKFwS8=@`Z8$T4NTRZ{3$;AGu~OUn0TO@^zmcf
z-r@S@ofN2Ng3j&pX*w~zSC#sdj<V)E?u92ntHOuSq$*aGQ4~n-?y!-9gTgD<@<b7&
z(!{04WMhR`qilH$)9{VYDmxXI>C{kJhfxP#&MLVS({e~VA1#E|=!tLM0|2G>#-ZiX
zFCj+9xf!5!Bx)@6^aH-MeB(a9xso+*?Edf7J8cK@IJ4~^T#ZEQmag<_zH73+GcoHI
zpKPP&H)%E3xhLY<agN=?OhpHq#>=Y9TiPne&$FK+o0odJ$964mA1Wm?-V2+raLH1d
z9T}o_P_shKNw3-bIVu<nnw#iyH!dBuQnl=g4np-QzK3)hipPpvWJg^hYP@@#<AbVx
z4EmEQDC}2|%&p5g$8tPiQUKcy-+{A3w@{yx6dhJJ(hkSz+VYh1&~M1C;Bz@gE~bkd
zO*wm>`#(z<LhsZ>|7_7qr+v&f7q!_{s#2nXO5G_X=*&cYJlr*lB=_`P+f-J2QLeHk
zv4E#ijn6Bq=*eTkT*FA<-Ey|;GPSwBLgC<=PN}vML7ggoYJf^v6;hRwpTaW{+;JcF
zfJxC-XqDHd=Ssw+-=#{PRBlb%CNP!zvMVQ~W+kL##gkE}GTW{#wr&)t)mo6-kVhz0
zQIUTp2q+9Q_y$^ENQqi^UCEj1mRdX+m$ppUo+QXd4t{@^;K-zD&FJFDsbtg5swD~4
zhoY;e!(lU}{YOJ9GV+$$#39S&1;>I4JLyB#!qmcmGV?QIxL=QAN{@Rmb#F4aT@$-O
zD3r)0_^^Fz`~8?yk%LQVeF!Je<6N2~*Js33A^)g|v=cJE&=`&KTq23FI%y$`B6xx@
zIe0TiA&feDc;Ez|EqL=MqnU*F`sAnH`4ukS%{6AM^J;6$3ermINasOCboHZ)jg8A=
zb(o&lO^~7!8MVyR>PR@o$Uf3gFTgvO{~__7@elT10d1fJF#jYY{$IX*kKl2-u*S@Q
z>Ak=W7OmzaaZ=r<jH!Kx{5`8f$Lx?6L@7U{e1Vg?V3L{{bi7c?+!54eVRc(-31T-=
z13I1qlDYg<6#B$ANxAAm){XBC`@Veif%qh#-mOS-pOE@U0i1PW3(dr^Gg**IWxU}>
zS1S9Aj(QI1>zuIaE)4j4e_X->7R~}5K2Ui2D~Z6$bpddT_=d8x&CZn$P6nK=UypI@
zQDub|K3r5vgZ9j{zoCx4v9^1M8u{66j_!?(?j6v~b<c*B$b~9Be2r>J+xPe)zF_b7
zWxEIO-Xyp3`my`41OOw7<Ntqmod771N68?ONlDxTA@91V(ZSpM(y|gVPVI|KjExOw
z$48!bcTkXMLi*ziCM3ls$8ajjw6%Att4k}(wdU&WzYO$<GU`x$tHkt;q^z{wiDGSk
zon8L=BRG4af0I(Z`G&jMQ~0$5l*2Q6P>Q$Qiyuk!Y}<H&gbfZvgr|VpMq-&}s3D-o
z%&ri%tR7f>Ht70bMD}!Of;~u)HA3=%qUNAu9HG6Ro@<5`fVja*w-#dmu+wsXv*Tlg
zad-N~`gQt>bU%B~>wP?we5e+asdpwoH|ay8?e5ZVYnv~F_@{4Ux*nFYm(2vKVM$kM
zg*;SdUG$YgNp>L2Q&}|bB+jRzv7{<*%W*JCrN}}`X8osQ^>-$}37-<{!jC43#8_9!
z3EK6qyhjV*TjG&?qd2FINV$FulqFa!M=(NkBEyp8KG2ndBomARUTbx5OVPC*DGL2F
zq1^h?Um&J{nXjh6iBPOaOU?Hfc(tg!J1k|4#hgN&F*Kqtmj;;xj$s(po@=|n2*bK5
zK-ff43PNOa<EOlXq=GtOpSi3rQm#PWWG)Jq`LqM;Zx1;TmM)HvPD^S1B8&)CQkiM%
zR&?E{XRI4gNtlN&b(aTgfgzy@`PQY4s}O<jb?cdIFGp>>=o`h6N`&lHkuhWH#G=V-
z@Zm9H1^MdijHDxCt{x)z$WYs(Wty&}tYV_1#ioKyvGqFDvuaAi1v6AD(NSSJzvt|&
z1s~3kJe_NK;niDvnt9|gpksd_Wxw_0jG3EX3b=@h)R9L0f)k;~#GDfon&%;8d<hp8
zQO1Lm8+s_?#UC&t6kXhzF5p5&DkfYb=l})lCS+#Ce~5?h*`=TE`a12$%iH#BYH0mI
zX{QBw8*Fcd@qoV1IgWb_=su_VWz+dJUo6>sylHzVC3ja{Wn);KEM~NYHO?h%=R7l4
zbW1u@5q&56gg#O@^5OvMAX|KL=^gKcvQOUSUZFne5WOx4teS&u8?ui2Yv%yMiopr>
z@iYIb){n`qwDLUHHFldlM7BrkCB$16=l%5wt9~7AJNk)P^_asrOX&;a2cEw8IwYit
zt+A7{qltkH{$J3}&=Mb#fgYb8|6dR{Hzb{?ovpL1fsF}1ov?tQn1nEuvW1O_ldOrG
zqMeO_EhL?ivx$xBcUp{pI7Kb2O&IYR7``PaLedF18JXBR<Fj)xd{eCr%$)F<nE&BZ
zGqEr;cgAO?|6WO`F8=QW7N&m-F|e_)_P{6qmnQsgRrvqXMez?+>DydqBXfK@SvyA?
z18Yb+VUvH<&@eKvLefb%8(3Qy3D}xho8W&7|7*UWpq)Fu77Yt4J3b8)JsUnFJtI3l
z13f*P4kVqjhy8cc{&M{l<7i>;Z086`CuCs%Z=+aQSRr|N|I0TV|I;<n22RdG<_3=V
zjLhGP1r3}`{>u4Z9pz%^{4Zt7jxHvD)&67Lf2;jA=^wYLSr|K;JK<|Fve4syKWl#@
z|8DHx5F6XK;q3ol|58}!>G4@uneqR_`L|~L=J^-?FYW)Q{N?>y{*gkD&&<q>&+(o4
zjE#{IpOuyEU*%u$caO5Lu>K4G_xP`FCU%a0_`YfE|Azn4{=@h8|9@fDZ~9;S-@@@N
zpZ;Iae_HlW`~KSbkM_UNUn~Ao|5q!&@&B>*FYPb<*BgJ~|5^TH*<bp9@c**v-+X^%
z|Krd9xBb85{Z}9SmH7X%v9bO)*Z+k78~eXQf35xBssA_1f7<q+`v1oJFRy)%e-T?F
zJ7Wu5GkiKV3tItOCyW0e{^zOjJyI<k|2@{382{(_!0^|b|9!2nuy!_a{63wm4V+Dc
zO}-_64{~V}TQg_#?@niC`_BQx_aNqAX8$YbpNkKqc(}GQguC)G%AeWp=jkA8U}$52
zW0=^Y1POJ)cp4ajabR*_arG?uIA{rRz#!;K;X%>{XLVs-aRS1h{=f>}`2nDiG?bcJ
z;Q8h%RV4oEeR3&JR0|PP7wG^L57{@}ZckS^Ui?1@>(CJkMPsgWFn1C-VZ_JvuiFYB
zW6=hi1o%yH_$@^4PtI6&nC{h|Nc1llhP5;u8Y=Qo>q41$3Y|TdlctI|PS<^rE~M$G
zZjsqUw09w)dBz`<Os34W=1*i`)u)|P8zMOFzaHMKV^Hd0!gg4@8^(a*r=GTv7rCgo
z@4KsM=S5rmA|D?yav~D^bS}s18#HRJ?o?-T20iW*T`2IMXDDw^-edJZI2&i>rMRNl
zeGi+r!<53qK&mD`bRj-Ik5`iYxqqYW*0~&hqLmG9D#x_mdUc7ht^dNo76jrIgl?z@
zSzhx;sWaeq@(uR}jef-<pRwe3vp)51DGYbX9TCJ9^@?b&F+@lik6pLKaO+?KH9)4U
z4++t7VgR7Aq<GV3H|>*(q-kwl(X_i7qQy?Y({MuwaYtrg)>v(xt)`0~K*g%ZplRw^
z1~9fy8m@Y!G|g9)RW?r6+;swl<(}jq|DN`Ufgtmu>o<ugwoD(^byY8M$!g{_B%F|s
z99+r-g$iZupJ>jQ%Q2cVtIe#(1H-^{K-QCQb6wo9*cQf4U`V>K=%e5y{d7xx0dpK>
zzE)IwFp?ng4dvTo#(1bHTN-FqrV;X*c>|t53$M?*vTga`+D3)KKplruiAfF@zn+{7
zussCQ&U61IOJtFCMoBrW$^k`yT~8*&Fwwr7x%STCxFCQ)n{f==thQaxbIoTbau-f~
zfYKG=M)8ws*@Cs3KX*ZmP)ZuHHZ0OHaHDW$jYs>DsjLt4a@fXF%7-G>SHMJBhU&~@
zLt4f;qb5wiFe;7Ic8rlj30EZ@x^UULSy`*5x<Ti*^K<mm?`gM1vHE!I&_jJ--EK&=
z<`O=`AtfIKO`?!K!gy|6!06l~B)BO=x0G{32nPF@S*NJ-L9Ro@4H(_JAkaQ+20A2-
zBnJg+2z7qSUelZE50R0v*?Cg8Nd|RXa@I0rd(6InSKfh2V?*0)xn}fJhHB~6^3I~|
z#=sR_5dP5-9M?7JHqU9OUvck9@9wU?4nG&~p!>BTS&_pNZb-TJ4hy%#&7KkD>CUhc
zV)3H=^%QZ2B$EZN+nq>7u}=Ti^E|@!f|+xmQw%&#Acq@Lw@3;4`0prk1g2rmdR^u)
zx#8yp+CgKhby?E!e#ZjpcqilJs`wIaiZ4>SiJK!h=oCnmY-O|LvMkHGjG~i@>R$~V
zRWft3=6aigHYhE}Eux!zmvZZiSA~}zPvK9gmta@9LCAN`J+VM9Fu0y)UD|{?cRyAl
zbSY)C5KG;2$nw=sAaj%z#HfY=E#Y;VURwYRe?<4mB#(9fk?$hyK>{+Sg(;j*qx9Ul
zH;q*7s*Wq!8D((^vf>)fIo%wv$Zs=%8uk5oHp;*k$CIR#(}&g&d}+z`r$Ue-q$YgZ
z5m~NZA-Se~KTfMoZl(x?9bdaE`#PxVgacQ=?oJn7sQkgsLLdTxTg2x`O+CWmz)Abi
zs|&HWz)&Tk`AlTFEsE_$)p^-;Ey4QgEVe-Vb;xMxNB)z&%V!ys1PvzLg0O~FC&7#%
zZH5Z@%y=vNyJ@}LNkyh6Z}KgSy8m&S1&u)RiK<x{a>59KK=$dCDveTd;8&!3rSx95
zYn<J)!46QMF|CuKhhxaScGNM9!em|ebI<_<<tf)6X1jVN^SWq+X!2#k@K)G7*_V5U
z9Z#UlYQ?F#6{6the#puUo|S#8t{_g$6F*#C?tZpYY?xI?;l>oBV(?scD$&RcvDwtl
zZ2tO}5Cc5NxSCH?-bV~kqrB#gHz>L1#4ZCiBSzmCDeYsI7<yq`A-XSc1-oN$y4B5}
z+*Ym2;eraLGNa<y{j{B+vD@kKEUr^|Q32<CQdo1ndb_;cej8NHX0g}XiV4{gI=LSb
zhJt8?jY2mMLx(tAL!-kZO?GIX>YJ<z)kH)CgMwPYYc?4PKjSVL9U)zq>gSZhN8$)5
z05*Qp58lHU&Ml=U-<QRdqk%3zh_NuKJ5799m~Jgjx#vkJcw#OnCb*>LXUeRH?1&%U
zZ$;IPvqC!GYr@aM99;Z#2R?)a!#b;3Yp~uf65KX9nWDOHhiqKe@liKViC00)NQioy
zqZb`SXEK7e;~6eef=6Je`SS=!fRL4hVQ1Vq#ZJT(7eIleonz>voU@s{-M>#RF2PDs
zIhJNUFvhIK6-YS-8Ny(rQNn{RN(ZMLsN(5!$FTcrgj|}|IRp)BI0wR3$rBQgVS}B+
zwguyUt9b1z{<6y^#cOzQ0e0auf@T${Xtq_5t@XGaFNG6u_b1>}e+wZ&>0IhyzM2zK
zX!Ht4hPvt=s|7~r5>PU5MTeSR_&%gPWa%$cDxyX5dl{Oe!tm$xv0BH=*w|Ti<7}}m
zspn`1ELbOfu)@B??Rs9!o{tK>QIj)=SV_f%i^7d9D{CL)i+6GNp+WI+APsn^3a~nZ
zS2#|ofT*Z^Zuk=2A}3PYK&xL^FG&x<wPkdbw@UohCaCw}Ntx9RkUk2ZKp+0y<s`xw
z9XF`%fKgVvyc4%ur)!7>wgmp5CrABd^&ete&YaUlMSWpwjW5z1qYwDoTqGX4h4j#N
zNi%%5c%lw=JRqN)PVYD|eE_wVQ+>vyQ^OwDUQIFMI8Q`{osE0FTWUV`-?s>SH{I_$
zwBRIhv?z??g8TyDz>MC-@~D6a;sQbq<EF(V-b;k>lEs=E3L2!|K_utuT4~_oiO7-}
za|VI+q*2uY7&7%l(%GP!l6)Uy(k$7kIL@N<9-rCo*IKM_Bl0%i<H+xI+v$3>{WQnx
z+Q*?g%ZhU=gFnowz*eTf%Y&4#J^6(KE9~7)?jxi)N?NCZfvqO`Bk7kN`y+@*I!JK5
z{ab>1`<;z|1K)UgZep2IvAd=2n)srMgdCGG%}+;{0tTpk0tW^FJ}J=05Y}8g1qv2T
zPhak0@ACUzYkScV8CT23-9z1k8W$zg5ht?e)ZQ(*YqOoWG=M;d@5IPrhV}iQzu+xr
zf+mp(4$9fH;&aeS;bl*NKQ=C7IHDSw+~H{_4?)BD#EOS}VHTC!q5ZJ4HI(k+&kXB7
zrXD`jJ*;gqadcACa}qGDR%d^i8EK^?bp|Y&=I*4T&eqZf*0Nf*vm<lTSdK4MKx+Ne
zR8b(_%K3TYUvco8LTB-Q0xh{YN=&DXC!3tSnbS&RT#yq=InN-z)VbF>cO`}{w5$q6
zk>L2z22&z?ciEz;N5;*WqDD4Umc1iy=@#!at?R(v@nMWeBV||(qbI9pp*7)7@oeHd
z*j$n}Mxlh?iLg}pOLji|s$OAjWHs`Sl-H3tw`oL3D=+c_w)sM6BWRFe2v2aEOnf@v
z+>;)2JitGYQ$Ujb^OCKA>QKn_Q7u<nXhzoi4#alFVSdy+<|%94X*d4s63+l)^0x4H
z3WY4GtU|mIzI1zs)~u}pxj?E&%YuIBj~Dq|fUrU}Vje7SCY5*idN4i9ef}Vy#8HiM
z)z7ep(9?)oS8R1Dj8W~_YtbCn0H;78=82HHz?bu!<&qaoSn_Zsl2g5*k9~&2QVcV+
zOLY9bw{cVoxG-GQzv=OT(#mr4+TYO5J$^G+^)6|!%}HQ+Ooy}d`<g61+FMhLgPwe#
z#FfuBclHM+Sl<^c1e%D#iu9xKW6GEH3T6(gNd)%hFm{gXzl5*J`2n0n!ZaZ^fO17n
zsdA1n)(IL`Zd1W3Wjmyw<Xyk708|+PeMG0${y~sg{1VVu0p5st(Tuuv`yobuvTMR^
zoo6`3hmu9qVFG;xTEVc|tIbz$hkw)8Q#0_LQ=20svkbfq>KzdTSKo{Ni}{J;rc-r+
z4b5g(G;<mHtd}^T*-6?F?>e@gw2a-lZDh%xmF4%vZXY0c9Sp5;7De7QNfZ-goj*gL
zavqlX4@!USJq~@s6VfTGF?W$Ed+Ui8e(SXC-vri)3>Q`VVOw&iQ%jZg?m5sGz$)a%
zztg;R*-Z_kBDq*|DPk~EO}y3Yx2$gNIXOxYqZ-LP&uCi&as-A_CcUrqnQ}vcJi{vb
zzz{~0u^X*(Coj=rSk95MAcpS~Rx)U2!PoF7l<RfR8!jS&?TQM~8@Dt=vlPXohTVQY
z{UNAEx|ugLLX=@?%pdfeW373fqvYE;UYqPB;5**e45|H&(&(z6J^kAZjRz*zSIhbQ
zP&m~zWBQ4U)Z%o?^wUA3C#HLjGmFzy)N$Ld;){BYE@OHuefp`>G}Xq4NA52D_oMkb
zf5+rpE?_}l_MdUh>Rv&s`(W~6!VYL|@}EgopcXA>eSd)CP90G5;L`2pphRJ=P;{Q~
zn#n~TX*aH*<}|(eU=G_KB9+JYZu_+o4$AbVJdDOo*mS$6IP`{>)a!!p-E{YDf@A&R
z5XAVFvp7thd{dr*9GUAj!`0p;33+Gd8GiG!@$xum?uXA3?6f^JbZN!yZaYD8J#}21
zevEO%I1!(6%rMz{(UCpIp38(8%?#Gc3uj+AKu#JQX8yV)f-~xsve}$yjn%4lEo2z5
zZ8FXK0PAatHQL@pbhBK$R(d`sex`MKaE|nf&ERO#IBqOt-1X+?OL;aAZ?cPXNodJb
ztG^iwSlHoo0o|8d(;=AHzYkQ7c8Owq+T#|4t1`_U>&EX$z5(e$ivIk~v@61*Y|$0-
z4EQ{qzkk=G&R<;jnYFYpYhs$MAqk@jHw{m4v;n)(=QVtx@8y2;3AZTk_rs$gvLrIM
zP{tp$P$&CAATDOIZLbH#{j(3P=kZ8rszw+Kw^sKFVgdX(wr~Nhfp3QpTkjGo$^yhZ
z*<0>mPHqZ5`2c$Py+GM6*!~1?DU2Z|UoXr?pm+YRXGiY&z*~iYO@-hzF6t}HXW4wj
zvxT4*NEDgZvP5f|+*_SswMU(u!xb(UuQ1&96uth52=3m?kZ*X%Skq8N9>$r4^p5ys
z8*E!PYu7q!yZek!_1I=$%Par12kM1p&<>cFt_QzZQ{fdB-vX#tiN5z1b{T839MYj{
zt{2aDO+=%Oj(KRurq3Bn(N{ZvBVehRy~+fg;vsG6bgt4f(E;ip<z~*cKJXfign2Mc
zws6RP0<m{c<1-BwW6(U>JsmcjwZc@RXh9gL*0~VHPHIIj&r7|w7qUHt&=B`cZN7B~
zbHlO;|H)S_aM)+f>Ve76pB*Fi51zg@$Q4ZlItja0r^25#-u|m2>}ppEA?jl4bvlRz
zRW#hpN5B^wjwj?N$M)RrIu?Uct3#N}#ET<``Pj`cA?Dbz9$;zvwp#hxeA7JHFQj7(
zsxvQ5BE%_!iPesPLCD^`;sh;!!L3`SX0d>BLsA~FOMVZ?m(@NAv5`$1(r(zxfi<(f
z+23veLVCiDY2Vl8CBR;ni-dlsZSh=ars%iHS;eG$ofa>Qou}XT)KhFyQ=xnSLkCFE
zR$L<9vHD-v{(o4b&f^(op>L^eFvoHN@^td7&xOGHk61e10dPH#+LDIOr+(SKXg~R&
z>ie|<=_UU8Bm+@~_7Uh5KkOsfLp(It81c^nX`gy5b;YP3F)zZC@G<<t<}nQZ9g}&p
z>}7J(1511{J6CVq<`5SaN@hVOM9uHjNA*5CFB|em_)E7-7j+bjKj@knRx(q3Bu%X4
zdL$d-?9kxCe7!UyK8|jW8fZ)P2~Uy*+QSu~JNep-_?H=>ACQD^_OS18R>RIVo||6R
zJJ9>j18(?!9fzETev!RkTCxMJ<49iyy|W=N!4vI;D+{M9X>Benw3nLp+q5sazI6|b
zGhp2}z1d-n5GP^C({L&GQ0hLe2B@1vukwU4wDzM!i@w>o(1`w8fzZuPJ4AZq<NY}w
zqz~r#WjF<2@Hbkp7TSd}*={N^foG}Z)&IlVI|o;~cI)2V>Daby+v(W0?WAM7W81cE
zb<B=!+jhRW){DK?sr~M=zp7Is&#Y(Wk6F)+O6Gly-!(?{AeH@#?mNshiqKqQyv%30
z^e@tcO)y-+=gBRmEsX{rw0CF!NzVIDOME^cZn##kn{WK+`((eqULoV7p!<D*p}*m_
zUU1!YPq2M_w5SiJ8}poDL-E3R&%MIf&7NHxemQ$z`0?n2&pO}Se}DG$byLcAXB|!U
z<Kel%7CX5%+iL`#pdHP2l;ADupqaWmd;e9w_Rag1?bR3yYrt;s+SFvy#T3iIG<XS?
zce84fb^r_=R^glT8IMC10hxs%*W6*-(jYs@)?i4zK%|mdfe1)p4|$?lu7dP!t_2o}
zdN$FcRm|CfoB3Kp0ZgF+B4XTCu6!b=kg|eO+^LVrVo`}w=p3AKVfy{0TbA1aA01bF
z^G4!jZA!A)vj31f<G^dVs|)I7^%Y+b-@$myX)E683BoC+<>ODuM4&V<ikuioO^`GJ
zHuSIgzr=C5n82fa&9D5drW5`9cTew#*Yal~FLA&}EUJ~yU(za~d`L{5tygLAmMunD
z)$1BhEALJ~$2L1>Zro4^1fME0rli<)M~YRy6u;L*@QLCMiWSz6W*Pxiv7bj&?L{Vo
zeb1i_3rOij5os5f{!LCD8;=EPdX1c2%)Msmvwx{c^Y(sS*qS?i<@JW+4l4C6usdMa
z`h)eOR=0<#4@whGq=&iX%Yk3KZqGGp6x(z9-ga^+<XnIaJ!DZ2_mAtb8l8_IS0Hh!
z9rs_)Sb#U2GN(>za5{n*K9Su)g`H_78|Y~X0yU$sbC6u*<aGfZZ*p;;1a@A5X?vGZ
zmIC)yt}xwVq+2OxgrMDGm}Xyj^!R=dw*5Rp#MmNchm!K0#8RW1dct<a(8^=s2c!A*
zTUT5!jkr4ooVjG%^MmVy5JgYXXUvD@ee4b7*rzW$`Gdrj?+x3BU|W?UBhvXh9$g1o
z7vwp{Tk`I{n+0XYSaB^6r4>pE*zX*yh%aQ>2Zf>Q7Pz1sq7JStW!wUn;-5(Fz0xl_
z%5YYLJVg*lOOAAeDe~6LzwUpP&XzzTv0t+j>H}?l&;nlJ@Pvt_^tSK;x9yLFh@?}?
zkzy(Q4qSvO#GlguxkIHq{gHv@Y&*C{@}ED$J#e7`Rb2fm-YF#&{ZX0I0aTRAhG7_o
zsneqoWGT~=5q;zAqY)Y=XGS717`!G=skuzM*sH#k^eG=_H1m<}1WX4h*T_se<KXo9
z{uuk?Q)-P_dnBQirv;V?Hr&+Ss#lK-f!u0_5Y7$2%}x;B53@CB{1OX}Aq@(Wp2@mT
zGuNZ;<z4QIX7n9_lX<(;w0+c_AlNPZ^(~Pm48zo*SHBhjYy0g$0FphIcA!_Z;Qp72
zpZgR{l&{-X!dNO;2Ix5nFA<uGF<qPb+!J+_0yas95Z%K|hrlJOF`${e_rjU%vm49)
zZoco0{d%i-64SNa#3tWF?)VQ<z8=vMbhMp<b5X>_@Ok1_0m2_LFq<P?vff}9oK3Mn
z6+qtKHt2-kac^1!b!B-!h&{=-SN&|Vg!BqI2a>{ckWQR7mG60U<A~nsFEd`qXpZ$D
z?xTmfIdXOGa8z~6B-&y*@WdEfD5NFGys+kq4+`$cF(-)U`g)~HHg8x;Up?z`H!YSh
zM5P}~D*a@fpa#RAoJ-xY4P{F1yD}{*3)@8RQsox)AOxr?`VCZ{_6m%>Ikw*C#hXNR
zk2&{Gez3H69YMCLv`J`{l`kppX&g*Ac&tmVORlNgG_M{zx3s3Ojm4Exxx-iYG>jjk
z$h^(=B}YYcYN??=YZ=<eJjS{OBkoT(fugdQzL2*`GVxhZN!C@IXPStpe`C7ML$<c1
zX9La`S1p^bfEAHe9aH5RMCU>fT-Y0mi&)``qb5;^Mox80=OPWQT@%HnLi~V==0**d
z*Z=5w>3!*FTZ_~UTN}JvVs))Y-atf4FV3^ZIhYJLG!X+X-BFu+(@9^LXBgo%!ebU8
zU1r%fz=@Z@d9A5c-b-u~qehjk!%+~$YzM`;NU>Bne26D?ENFdCx`-$&=l3}p4Gf@V
zil;27B4koL!InB2+}V$et-Y}?rI;e8Ww{1A*JW`)nNm^`lkO65P+&^71&>rGBjLp(
z_RdbI+24yt#M7iD;j)n^vl_V;9<k$y@3pb;Od>rT^(Q@qWbT>Ne8KV;VAVl7J+(Na
zvpl1)JOkr7$On5wP8+0^#ySlT1^ulA#MA!r0KU0uJ2?76WTLAsgjIgrChd@HRz(pW
zA+KuaF{GBffhRt9#1d)T8N1}FIQDX)dBEAlzW9=~3cWxGs!4ZXQPw5x&}e3Z=%5_l
zS~j31?H->IzQ?mM!*Ea(v~)l_7JYk0y;jX5Oi~-<dHKQVcDs;(j7ytlA3`^KrZ=vo
zu%LJFWx9c~gOWP!DjiW;GWKCfIxyH$BCKdh_MDV%rqvh*85=VSPEmh10O6D_%71RE
zX6eTm=<a7}PUZBR2hlY_UWxiLD$8lJi*rP)*6>4!A|o5kUR^y_d?^N1E9QtaVJUg|
z_t<ij)^RD#r^`j3rHAx^>R(%jgQ*v$g2>SnMSLq0*W_lG{jJVU&QjY>;%^=yLqGiO
zP>rqw8TRT%!o)K!fdu=UjV}9Q&MS3}5OtTL1_+%YqAB;$xx_JqFiaU2ay5+H_8;%Q
zOgfleSrrF_`$zgbae<By@?x5=ZV3hy#3!}IUY``NE_15lNFMbolqSsmxOPe<096?l
zhMBZ?o<EkjnSH@Y*lsD4OB%CFoYuB69aOH$IJBgQ&on77r9XNvd5B-3^Y~P0KabZa
z6FuwvTJJ0^ZX<330-e?5D5z*+bA)jRH-pV&l<dcBK2snbPb!`Ex0`3Yp3qqGF);)L
zP1uaPRN-f<kxv)97}83?i|8Z?b=Lc;PTg!%sHB<M@HSbr*OnuWIaCpjUT@<eNSbYZ
zE@%7=lOdUY1}^7m+6}s@1R}+V5#0tuk-*Vg=W+8=`{gK<y-$N7SV~87=QANKqan3u
zL!8E0HgmrF*>7`_URRj!&<(S=7`FKW?%>eNl##6Y&R=S4I*0klQ7{?59d%>M3mtfT
zj>VRtsusy(X@Hu!$|H%|P<60uYOI79!c^Af$BYL}8-D3R@#>0V0aP=rM5lv=of24D
zm&4)rpi7V)YYa;~6B%RMf}85{Nm9M1h5;71lLMkaHp~zFy(Glo>g|Xi5QhzcD%!hm
zKqYBI%fW5iw=t-9s(Xc}W^R1CiJ+;O?z^>05-5#K)0n!BvjMQXrF%eS_y2zDg7Q!9
z$@W#&)ajF8$BM`@KF<}j=VZ;wsN28QU)_qbW&?6X8XC4Z$zBqR{|!?uiXF~7`z=tA
zRM$kIPZ*|DL;)gmI6}mHlSJ0+8pdprIKN72XfS@(Jg6nW!pR5iV5(3fO(6z4h_l$&
zK}8kYt<k-Fxnxd>aK_EU@`6H%a7QwiR%}o=NgxbNyh`0pNL&PSN++4~yJG71>=nDS
zxM9K_=ED(q`p4|(S}?73a}H@G#b@R@Kb$TGXOoP>T<??5Z+wx{O5~RMSO>rfASI>{
zc&E^a9nimZGdiQ8W)JTd8&_`=cbj)arX{Y|#}=a0vsG+ai=!_CX5{T4MDqt!%K5(Z
z6Fu7h_gKRpiS++URsIcY5D}yjus8n$Cin-=@K12ypEScCInMv0893-!0Qt~=&<y{i
z9{x%*{DA<7{1agK^E3Y!*a85L_|Mn^D=P~CTVQ1QH@3j~zrYsg|CXfvBcc57k^h@o
z0AzCi4`|^p)9`<X75<n`z^wcmR$ycQe~?c814a1vlLDsyKc<tJSUCW+$Ukz+05*Z0
z_0JLiJDVJ#;^BzAkMg;GnZB%jqlcv9Mp+LFK>~*xmXb^mW99nuJ1)HQ*JB%8cz$|*
z$bvlST%|T{;4uOf4gN5>kOT;Sm||;i$Q_Qrq<m4C=sacqJ-J#AAcdc2cN3)j{e146
zE|=q8-jCPow$A)tdZ)jH#?Fq4aKGH9FD8ARR;H$@){-wS%xG(lI_CRU##rtAv9n4f
zOJm#?InD8T{Ne_-h{HMZP%#vnX5lk`Ea*_?Cs57AR}=&?;rPsif5v?)Xo0#|siDqI
zk^HRb+wytGl=!ifv4owYOT%x8`l>n)2@-kM9edtL@-Z+!@xIUI_mT8I);LyXneCFb
zcTcqXwN=RrGJlQ&eLRJ{ncyou-)S$EK((8oHZV`iR0sRqNIA}V@5ER%@%R9})S#xB
zC{<w&y7hsZQZJDTVdg&FPPADc896@+@QyhP^DWy_h*8CWjS(O@%^=mo5{wi;53GI%
zZG|54yd;js03qBV!b-Z8tTy<Fn6#M-y#U{Pg)F)mgkv_ac_rI_9oA>(cjh?shIAu8
z$iW@H`y_-@ZNu+lHQ<f?OWaeY&zw#>Sr^dcqW++J$r4>eAKE0}f19LZ)cN&VHFs<?
z_4=Ux;PSUi?C>(1-8`9HnxU5<W};%@64`0MW}4(U>4hNh;rKFB#I8kA9&B~(KFC@=
zFSO-P(!sD%y#|bLT%dx2l!t8J!mqg(43Si?A)UABtESb;avkmxLy%#1eri}{TV$^s
z3JrlB0N-LoA$&zM<w6Rt3FFc2t**)B(cM=oMqim0FeFd6H%CmI3BQAKkNhA~7!cjb
zI-|;Dly)zatx8JX(+*x?pjkrawna@ZZ%OXwf!oa-KjbVngte%}rm9UVcH?1Xvf932
zVL)G-M1r>6HPkX`3A22P11{AvL@%U|Fd8o6PLpCf5@pU#QY7jWr<s!|KIU9U%pX9H
zr6>wjV9=cl<E#}%&r{EUSM8UcV3cgzw|`b#Cf<y@9DUpihD;a<(^b!TQ(G=V9|e<W
zx0i${lXD8%F4J9KuO(AM&afs;Up5JB9a-!B5$W+puNohbt0l{DX+d&uy*I~5ZCrA=
zQMnt|WJvZnak7zawjIAb$mEH6xy8-9_rg0!veu(*6Q#V#Z!gaox%0s*j)ZP<&0Co>
zKgXYbjB???gkxxyAFgE_Lq(0I!=PFLUp_zz=s6y;n<uTcl}TS1=|ZR?6C-S2ltFVi
z%Gs*jMeRf5GOArC+%)2XoNGieFv@6LStq=lkF7F6eo2KkA8XNssYgF&c%nO3-sIf`
zylSSIS~+0jFvr#P1Na(rA_rsWsxy2+5t(Hd-irWb8GiyY8XOJHEb_($bCfGaP>#(I
zqU!(}FYmD*iCIx)hWcU?GflMqS~HdWad?EioHmzHT}qi;5z|iB3(K1YKT0eY)Cg=H
zMY^QNq_$+&_qec&JipTbPj=j4xQCtu7fq<hJ|nK5-mdop%tD}Qos`Kqsc&RW$1Qc1
z+JXI;^X&#PJA3lUDlyFKO{PTx?R=KK9o8+yI!loD97bf<_XLGk0@=e{VrV7GXBg*z
zHVi4*H|i+Ljxd|dCdf^$VQ13}dPA94xcmv6>8Vm4gOfw|c3E@8HqCwwE!Hz@^od6y
zoz2<mBA#PeJrzTioA;$wR5TKsft!bh#drxWh?ERw8qdx=0MDD8fq<8m)nw||*Y{Up
zQI1y;k)Of$c1zY}gdhaJE74w<iIz>tM_&3vk5Q{%)weDQt}rmeAw5>n)98$f?wiI9
z$J{pS$4?u^Pn!zJX}~y+&C@g&BOE~57QWX@a7)=zPIac)5ea?L3sH>_kj7yohx0JI
zSV{Yt#K<~e1yWf6+30?)Uc|;tsy<W=E-cRFpw1ZiQ51pR*_3KvPazb7?xIrfOB7en
zxN{HGj8KfGMuE;aa$e0CCdqx_51c%fo@FBEU8tkak7vuSC`dXC7sz1s9K?exqN$e{
z0Hficp$VXJktsb(5tQ8%eWHe9ysJ@&I1_hK(HZz!5npk}!XL*TJEj!V@xNUxfus$9
z0@0ZbULeZKR*toKbasHgh829*&504T-J?ZKG{=^%xOIot7$RUPM=UR!cqwygCb_1W
zi{O26?If+48uCEGqnFdT<V3{Fc3FEvzP6#EU(auksD)@-)Qwr<{^B?D!nSkM(6W(s
z*KkmBG%?8f=;Vxm5X%#KVxt`bnX0KIZ|-6`GAfqckECywh-tbr-C6{Fs*>r)Zw#7#
zy-)JMSmr8<itcse<yS&2Y4eO_p^#7oViQ0H$R8QohIUIDNQSk+gf|=%cr2)W`m!o0
zMkXLz3Y|T76lWOPg!pjtSPO@v7cYvKzimC_rg)q_nnZ3rv}-MZ+M10Bf-s2)h8D*!
z%EkTwb|X^g47yTJYXVF2W1^Ps`zGDoE_*1>3wgR~nX@f+@xhS~dhfDmgu#5|Q&P@#
zFKp~CKSCXS0Q=PDuF2eqwpcoOwBRH!^642Z1+SeT7DGS-x1V8S7=A5;E`j)Im77~-
zQOo5@DTp`&8A-m`Khe%MzW>6PsWI+6Ms@czQAs6DMAgWay&is<s3XL0-z!l^p2kZB
z4}Mx2FwZRN8q>{yv)@zn+K1zm%lgovk?8PNZK1t+qe{ZpFQ6qK-CO-dTmnVH3XGvA
zDKylcrcRA5lOfYdQ$4x=L9#7NQ@F^y&XduQ%MjBLBY#k>=g2stw<WDs$Y{rD5aul1
z@L5x~6#_S0Wm3;qBTDpXS@s$Gdej)Ykwh==hSxEP#Nlmd4qVEZQ``&o+u0{c_lZG%
zN#0c}Q$5ox>W}t>wuXhwwyBk<cg>h4XF-=_8nvV<X_t8$_+#hgnYcjfmt<y`5KLqu
z=Jc2^n0OJ0LQ>;RA<Kw!gQi{p?~o3l;hjHxKn!_}w~O-=f;^HJgB|H6$6=Pk<m6f_
z)8hu?Mg05MbEg}HyJrLzXvILsxU{WRgJt1?5-%7l=_JaV5jy-$4oZ;>xV>;Is3(nZ
zJkC*_B(XQx+P)G)Y&9C4Le{4yNzO`y#hqsv`N%8WN+8<+FN7)l&H&SyW4qyw50PPn
ztFLzuy{f@pFoUz<8e9X}W<0JqJ5^}ig^Fj^oWQ)nA7h1<4KeQqdrnLpG*1=3)MBY;
zBdF`$uTFol+;fyEOelW2W?MVhVLaJ23`X((g*|Kc^hgk``j*m^VmMy=^H3p_R;>7^
zNn)MH^;ud6-lZqkyq=Yg(nP%~y^6rMR|?3D9zR!UexfOZ9f~nBYCLjZo}UjIt>FgP
zVF6lKmBLl@*;qC6`7+;3-cQG0V4^rr>8mzYKW;S2f}&|x$Q|L1V5<ze?NAP}1L_5@
zFakd%a=((*p7(BJn<bi!T_9Qa24Rzt?Ipv&>N<zuUegk$%Z0WByimkcgNwD(Ig{uO
z^Epl#kWRBsu%aR*ncm6uWJP0Tzmi-bCz9APDXn2$NNoAe%*B;BCa|^7*r7a?j_uE!
z+p(*GoPMFNbm;C+Q;OCxwz52H+&GoShJ{}zSqGMp^-XxaSjp?i>ljk@bzL!2l};wi
zF_1K>i(4xwOj4E3OIQTPl_@K<#c7lkB#{f3NjH{3&AC~0m6g>|mikLr$dh^u=HEtl
zi#6GkN@hp|S)s7+<8gif11W-JT+BcX_`-uf&q%xD=Nq-pM7rZwI#yj~8CWp_S!*n1
z>LXuF)KIIQQ|^~PKr<w*H#X1h#ezc>m>MD<&Ce`;pMV}4iXPp$t8Jj+_p6zd88EDT
zP+1-AJ(&Lhi@}XQaiMGXzC<~~<`aiy9fi}i+DqA4D*j;&zLJnDZD&0?wK6vI`Yre3
zZn{ovWgyT>{U^>X?xWO|7k_j;4eVXPCiZD_vCD(SO2T1Ft3b)oapb)NZe(#Z*X~Ed
z(D7nX2NE2;?2r1z<Ltc9rXP=UKglk#AKW{vCrbDj1qBwklzE=p9c|ZS*aYV*9-|SM
zDw2aM4ln}Z;fC2qehXyT#hGU8VFYC5#MWBl?-}|{Tu>x>B2e>!@{uC%?JD0VB#C+s
zEc7G}dRS64Uy}0>AaH#LQ42rR*JZ=oD#EmlOiriQZ!!P6d6P=|8kKZ2gLD>RUiV%5
z=q{GGY|{niHvG)`n>VZyV|*rxv&<?sEsp`VaY40u81<9FW)robgLzc=r9!q|I++GF
zdpSj&p8N&hHz(p|k`V{t_PEBg*2Xj%MX04@uFEu#t_F2iJ%sq&fm?vqn^P~w5PM@R
zDTN#u$1NPjpi!a1vV5O&U)H``#AViba8a}2s9645l%Aj4)lt*&g95w@qb)bIo{byz
z1%+z4qSieNQD!$=gMXiixK5TE>IRuIm5wfp?bDtEt{kkpStn;9N)qP2Ld=<0<$CW1
zWlU?J_qg>N*x>;zZVFNd2d}Bp`AhbC?B~+&YR?rrQ{6j-i%Bt0)Ze01WRfwDDRt1#
zG-~3bf~TlBti~cFYKr!C{7_4WMbzIv6DcHP=u+yWNPq%|z;?Z+)wEvapdN=<cn3st
zW>iRmLE{CdWBvA6t?3cU=ijDdk2W34c6%D+7#T)c`ZQiypIDgL78iY6ELdy_bDdzU
zF7PlG+IIS`b8DYSyB8NXHcEpBn;%G#d^U3EBWLjkN~80TzbzgK;!C{;tqF*)fJUTr
zGHV1bz#GZrPr;${Fq<J>RR`{|-A(&olwQafV+QJpPaS3Q_DwYg9Nw_VF<rQqF_0t!
zs`L<j-2ln{U83KAb@IJKUoT{kpDkB~?is#3lT%zY%Wg%YQ-pQHfytg!Zgooc?v)Ic
zchv-8J?^zV7De{d&ygaXg?WwktYG<c-fCCyB72^3UatG|ZUl9rc+ty&HNCS@p|b=v
zNBxIK&?oDcxCC$O|6Xfg``bD8uUdn+xEz(Do3(-Me-In~I065c*Z^=T{9A4KZ>$r4
z6&wEXq5liDf#ZKr8|d+A7#ZmS1`Y<MKO7P)|G%XM*1rz?Z<dI^4g6p7f}pt2A7l8#
z4gpXj0Phst8~}zAaT^m`e8@lSCyGu#epne>|6wBmh%&PFM#lDk(CXykMu1<LJGueJ
zt6*$u4mkJ&3?l*n1B)@mAJPY%km?`L|4$v~uO5p(R^|`c0$-B>Fi=fq77p#d4f1co
z$=~cA|C1cS$oO}fT`8u=rVk%F=+X@mPxJnZeteT4a;YU9c9XJX6Bh`Xpv4!Cy_jY^
zA@O2d`Z}M_tK~D|$(d#Fv+p`==(+V1@KN4`kv|4DILSfK%Xiag<l!j4NFJEr62Z<m
z;g*%@>55|${jTA{+brn7UTN~=yyB^mWfWVuud&P?c$6(;Rs?6mo)X>yWHxH3mX5Up
z;aKo%g26rpoMFKYM#d5cu&@JW#76JIQ4Z;<@11j*qF)Z$oL^MsYn`BIg|rJU8ne9I
z2DzfMLJ&{tLO_U#)Pf(iLGW&DpOJllpuY^r+9dt=+n(jGtN#yQj*&h<4+AVQz|X?)
z$L3G~%=Z6%U;MEl0E?$&t88Qbhm8QA;g6*NtlPir3HWsX+5t3Tf3qt5#jNwEk>Y=)
zCb2Ux0Jh)1)FeiF7W%(0r>8QEYlJGQ_vHHp8`3k<PouagTgC#`)F~kZ;Mnn>6=Cos
z*Rz?ip`;-Ni5e9WAn6xk%?TDRrNR{Vv+v)V5(ro3MdxL2<&?{<aSOdECr#9il@C^#
z`ZONgnjU#|?JoeR;ceFD*RSAxl5#O@jNPUdu42_}zB<~eTumk8+J4(7@Oo-A{Kvxe
zl#SiC+I9(-6JHNL6e+W4pxQc$x!{puN_2U-ye1N^`Z;i(-no-fbrjAXJW*G-8T9r*
zcpoYBMP8#<aZCbeJTEj9R5;qt3hjpcuEg-|&+l#s*?xA0Zt5P~1~ERKg~?IPU%htM
zb+GnntGwAOSL69%cd1S)Crnltt##PLzFtyg(N&=v+|!eF;f9c_KH}3}S%1%v;>Xt0
zdYU|>VxfJyeES?weyF<by!=@4vwn(eix0|l1e0%(MwJkNCAO&@;LAs;CPFl<iCf91
z;@mdhi!n+io|~aGOtJ&{c8$4!)n2l))caVygS2J>yealwcdzbkmV6LppAa&Vj}V*%
zyyr_qk<5=>=F9X5eGU~pzTZqX_48s%^<9q8J@C6Zc4(m`iIVe7)*t@HOOmAd!{owf
z{e4t%5wnBMV*CUfgRFxILNNB|6)8ajuJP2PWKx|`Fjw*=DFsHQU~k)fYU97Ew+B$M
za~~3lv*a}+Hqn#yzJocMN)@(z?==6pL@pR9FsLr|3ygjI<HaQ)1D~xF$ul6bIU;%r
zp`AR1w;;fx?B#U<WRP>0=O<$pa+DbDYHCCvdx-2coEDn02uct^HVt0hM1eez=vzZg
z$g@G0JtEK2s(8c$$QuNwsS(_R0p8Goty!;dSb^FLiFA>%qxMh8X!hI+g_A_ZxV?64
zTdX#_2+CT7%U$xQZQ#<1Pl(a{QY9JNDa|=zM?2}YI05_IH}R%2h%VAiS&=F`r0I|z
z#guT$sPomOP<QMhw3aBWr&vPrNC`8X<2j*4AuI$skub<w1uNv$L@nb~d%1_CRQoh;
z(#f)J<>Zuglg)J(&oQr6ugF2#{8&q}jC(TtbfPxjaswjREn>@0NZs9zZf~{EFPO5E
zHHoQrjFma(jv<)GlpdkKqR_tm45&;BKje^^H)vJsS&+T@(8@s34ae)37FOO#<Q;Vw
z<rG$Rrpl(;90O0q_ZUXzP>4zfH6>NXDLW`npRYU-wFswJ-(yftp-nIU9qu31MB3!N
z8&KU}{OW9f4r)j8dta=g$Gz&+eWC{;>c~!H?Wd1Ds==^CG}DE5f^?rbaAba{lGMDC
zVD)r*L)gNs$Jy6c{P74LacG3+UYf80LU|$`g!_)i5ZM89I}v848}fl7VhRe0C`O&s
zoN+xo%EaeU!l*Mw<8b@$9Hm+cv{b({8p)T1yYLT3`G%$IbXdz|ON~1g%faSA8|6F8
zH&`GPBPb^3W|`+3mK`^&7#|r9Q+-T%jk^$(1nd%qhgrBAeg=Bfgf9^i8l$i<<ui#l
z7*EEt!#%H|u+ghs+v)VaKSosM*9^mcBo{%K-o8q#gl{;4E0gA4DJ4oT2^<Q=zo|j@
zqwNufuN92TMT1i{-7srV@*;asAl(ycN1&9WObM?<glk>a*ZLPtOIa0~oXFBC=$7?T
zOpA{c3yZNWK#5zE2W$KSui<yUg7$Wn=gV49^|Ulf$r!pdXH&5kY2Ma!M{^Nlsk(Ml
zbj56S8=bT7qzm#nk>24g-|=p^0#3Ez^mAvt?!UCeBtFao`Rqk;f>Tu@m7S67QfL+N
zHoaqsYwc?pt4V#W0v2pFq_s~x+pYg(j^*M>F%_qDal#$!3qW%_p<!|~Y^<G1F-+KH
z^7aTma|~Xv7d<;bJ7yn$RrVB?Y=H~@=*a%Gedad%r5sjdlQ8-|RWYHET&6ka?$qr*
zp3pn3^HW)C`mi-EU^#%0d56+Q9{z9;hzn4m*F2*0%dBv29h^FH0OZB;1@{osr3Yht
zqmsj&iUZ%}?uOYm2Lr;ZT@bKvt*EdSU&uZ5A^T@o;pR3pZ9(Sv_0^nAKiruMdts<V
zQ*uw5%FUdGp48zLkLW7+R^6@Ek14eUC#c;meJHOOQKw<njYIK7s9^hq-StGm81d@{
zzs=Sb!M<sX_qj{4Ul(I6GeV_x(LRRI2i5z!)oRcMhv>qZ5BVrK=EUx=B1}Q?{DUzJ
z7y)1~Qg{HrgvREE?1O}~Tb^mOk%z(#9iW)RRAo8MMj6jSp@WuH1PN!E;?OYc`KoXO
z3>*{;gbk7rYpDVPaQkf1`OF<~GA)u-Ul7UbBr6-!8XSXG+hE0+sIlX36!=-(#Bse5
zicg|cJ6XnEKVo6CV=>t#OPTZ{Jcp%*b!Km+ud~(cR)J|7*g2xWM}=QGBh1Sa@ysTU
z5QB^2B^^$d>m@p5k^|=F1A$GK>%s!!&r6_S^%;Ls@QkX+i^>O(^M{a|escQd(1R8Z
zEn&;78#p{697(VhujU^{QvTpHs9fkZYL`(5D8HOmsqU)<zTkC0CXR|pHn1tv67L&&
zp(>`fR|^+Wzl>BBN`?;XWT~f6Tyi%>+KHP^r}7VULOw2I6PqU~OWdAVRjxVnC0RbF
zPb;VIg5*KqHZ|UTprF*jx>45av^T6+wZ{aov#M)ZYFldfiwCR}ZasD$PqKUlSc|iF
z)5?ymtx}s1FO|@WNe9af@32p!Qc@z|B1rq$SuRt6(v|VBEvX#2c1{Slad=FNNd)V;
z-Q%sQ!_8diYMi#MFOhQf;gAO4E`XHy*JJ^mB=GC@M2*I_{ihlUBV&=5mWmsE9CYt{
z<ds$5Ivy`PY(tfr3&jaA^p9E1@pHfKF{!B!6B{TR0*NmHizHv=^3%*gV;n;h7+3Ve
zm_L)o@RzDg1D}FE8!|L#TNHz{&SOM6mF%jK)4(6iA(TnuS9d#XdW@L_DxBYCU+g72
zT(&;0d0e!116&Jlw#R_;LROH?lQKn37<Eq+bu=^ucwpyqh3RWZ*75youPQk7m2Mlm
zTK(`edg=yMzwm*0hJ~5SSZqed@KUW5Lj4yHNW9C~`;lGy)4UVpPm5|epzVBxerI`Q
zZ`@u!cV^okip=~hB|?~^{?6;7EEvJ$G0BQ3@`7uK4w?#7ErmVSq3OYIdN=wzqFxsL
z@hG3|ed(+fSFvv)aSyg>$t&jrw{HW+^8&j1?0fx9EuM0}ZL(2q9VBA)K?G<7og^%R
zNHqmU1Ft8vAYdayq~0*%<|GL*#VAn1s>yd?e%F4g7DnKDDW;bki_?c`_?S{rRHbw1
zh}<}UE}BA@!QI%HsReWsO486)!v-sYHlh%G4eS&4)|F>R)<JH>w0PsK=JOQd$-xD$
zriE_B!fezr9}PjaF6$-4mA?^CNi=bJNgS-3@SS0==5*~3r%N2X*&<Muhx%S$&e<K*
zv;}a00V$LZHfr74MTVikzsH=!N@Iuu3BlAUiv?EDMNtwv;i?u-?UY!Yb|?gIvhQ@V
zU1E^u0@2;y!z8#tkzgTuyEko@%pJq7P?UAblnc{%L69?E7Er#kD^vLt2AXL?Ae*`D
zV4dPC=X_$$SrRmt&Q@9;=|XVBtbwe-8GVKFeTF^wTCe8-WHy8jcg?Plm5XA+=7r>d
zP=llfY_&*b4z}WqF<TmRpJItLc$MFQ_0lQAWi8MOa<06lD$!J3V4KT>wr}lTXq@`n
z=({MnZU8ULt*vo3K|Q@sWl1A#E;p*-X7EE~3`)#?RCk~8GxX|k;|*r^4&#m@+&iis
z?G!LIzvq%S_nAoUM#PQvl_mI|+?KOnw8~v8mhAxe9{afNRz><=TW!=++E(}7@!(d<
zgaokXj#DNWpvo(fr=-X&{@jkTUGf^A&MlfRh6USi5iL+x?HBb^!=T_J?TT`!scYQK
zErN0!?}<4$MW_=bzjhJ}aRloIiS`H{cBxG^=NZ{tGAE!bxKSlKg|=96MTBnr!E89{
zfs|?qUTS^3itw2Heszf<H3B`51K#byP{V*1>@!Pvuj;%AQ5v4F)S}QDzC%lV<Jm(D
zLtQ=<O0XTiU3hv~2A~JnBz}#nuM(DepF9zT!)|9@H6*?dC?Us_e!5?WmcY>BOkwxb
z&I?M<7er(Fd>wPJmU=zEegEZs5%8=y#V34&lA&+I$d`ikVmC7HcGlhr>V}$@!E{T0
zhW3TX*J>A^#xW+c3p*S0fI1t^#p(d{b|o=xmMZme6hw#2fl|O`(NJlSci63mM)d~p
zf7DWar~RkbO8)(n$pQ84??i001I%nuUZf~$X*J6#2N8RHJ_UOmEyqHv@D|U22fc9#
zLnzl3Ns=Ap#4Qr7yz0QUuzMUo*i(e3yea#mud)$?dUSZc=NH7wz4RUlC@H5ydEaV}
zayuETcurJ>qw`L27Thuuklcec=*F_+M&t~fu_Q$dR!!%9a7!+aa2lZZq1>a5^?5X(
zrBXUaU4I=)9Kn5s`K2ZsHM65$D)bxjW+(oVu|@)zTo-Oi2_Zj~FcBz3k@OB_u#@r9
zX7Fh!QO9D?o5#E;PM0fsEu?kM<p<vvK&J5>f*Z5H)rhurX5X^TXyV64;2eSI)><c!
z<JV&BHwbnZUT@Vb-8Gnu?EQCNY#8QM&qmsTXE*;9e4o7=rqE);_$PDHTSoPp_1<Ug
z4I1|1tNdkczC+Ooy9^?Z$?NsQ2iYWu2d)^d5B%F7Y|31R?$GqO!+q$YncOpl!j)s}
z`G*nB6|@dT^M#oWZ4v7W4hIsaEW0)HK~B-3o23j~$=7c7mkLoxo8cEcWv0`NWZCDj
zUJTtGqEyDX_=YqSn~-HaE#12wiIcetK@P#L1|2XvZZA>n(&^i;I4hD(I^+3>6QOyq
z#z(QUt?#VX0NV-`ZyqND=>8#r=5ctCxYJ<u^598Q8<R8E>7B(2$i{wX@sX)J8Hii8
zE6$10De)!GglAi^-$NQOY<3Y(9-L*Ae&kT0RidZCYH}s7PBuqCSDvLB-s9ILkxfZn
zGF&cWY6C_QF5+MWDBM|B%`P@E0I}`!{gj)cVd&Orub3*qhA?@!mD9Y741bq)&+DCF
zLX?hOMIiDexzb1C1FwO)63(;)?J(T0I5SIv=uXFCK;0tYy4Dye8?Q21A(co?w-sQc
z@ZX)BF%$u_W;EE+hP&{`J=3IHsEaGg?GScUdq2_)VF)=4>XPb`eaeDVv%PU+Fl1hX
z*7Ls8$J={_yR|UgzGSr!qD|dDE;NP4>$XG&S;K;msv$T%^>f#Yhbg^XQNV~~SP*|#
zaF@1TRJuxEl?_4r@t|Rz<m{`^&)9)SI|a%T&1yliwNA2zfq5o})|ybMoo8^4<o0Pb
zr)XAomK@~qhMgEjxin-J$}S|y47I=g3-$`Z**&4`e!$g~C&UiBL{X3Fr$i)a!fi#s
zn(V}NXyPEerFmY1r0?B4$m^S<|0EauDxNRg8Qo~;M_siY9}b@FUbYrlG!)nJVKj62
zushsv!#;oNiWJT-?|bBpZH6*c=bhRa5#dqwoZmg+%%Y<*IT2w(oipGGK;P$Pd57&{
z(0p-oVAvtwq@{}R49*N==xzayhj$WtG~$(P5bv)YmrW%8hi$RE2s?DlB~`Ko_s}e8
zw!K;}j-Ou4;@nZ(+_=}k4V;w5=*_c~vx4Pwvr`T-5@n~$4U!dkvCTJ!Dsme+*Nj1|
zK%th7kKY*2`F?po%nTtOT4HZbepW_jqbzOS|LSA>cs<676Fh|Xi4P(dJr>yic2ynO
z_4~&O0mh^k`{M+!z$W><_$yeI)bxP@zIyZxXppAt#-ipt!-Zt%54Ww}jF4t<{0&hb
z{MM+~E%Bfp?6JgqC+KF}>_-#wV(}0~1Y+?hl6e@qO8t^@d0T>m=llrQPVCDv`}Az+
zerJwv48)+0a7^%A2052V5kFf%IjU0Ptw+`YebPo=`@BOpb2hWDO=yenj4%$H<LN-{
zy2cMYIwo58tQ4|OO?O_Ff2p@F|7m{UfWQXxe(lZ*uZKPar#lR7zS;=cs(gX&V$dx%
z$+L_UdLIg@;{D0Z{Pjloh*ECC{|z1;cHLfVP2^o~S-Hk;%Np>PoR0Cx?ogWp=>Gfa
z!-~U%YibkE>iu@(EZ;!W<tBJT-kZl4>Qf&Sd#*i{yXaq4kaf6iFfs9RbRc1JpJ=E1
zSgU(>L)WjnPj)lxtOUTx@E3l1Ty`geE&4$OB+-E8ANNHqF@&bb^MN8|tfgv%elRP<
z^umM!1<OS;r<^Ps1;X=c>12lj=OoZB6$<mEfI<&6nascGmcq@I?u1#)70S;%OcmvZ
z7F0B+9=jg7A79trv)XsBdAj?Y;QHl03Gdjz-Mm8#$Ah)Ebp4~sZ-=$J1V6h!@VfYT
z%ZY{nwvW41q-XCNtR1G;%KJCu&%Nfs%KJ~|?t7YRTb)d>jOPu7w%yf3KtrN6`-(%p
z@|Q1d$0<6m;HDCS+4*)!^QJaV-W6@Uw%z%Y@k-eg<x$T{Zgb`J^_<<kKH%A9twEkq
zv2;Y$-zckf;|M;!?c^qeG!lM#Ppl$0-n<27n0n2Hc|6}ffw*ST8{AgM5cUtte^@hq
zW%x;E<SN>bL)qFERDyPW7y=>vJ;O*|!OL2J@<YqUtN!FebEaO#q1dRPU17w{YuczI
z)F(iWw>O*ATIkB|3H1rVmFkV&C$7aQOJ!m=QpTV|=jY=MOu@I`b{Svuue`fL8;)ui
zmgO)^rJ92Ct~o#OACKYTT;gq7!m$`B#{tzQ6~nWC&u`@4a8Y$)<t0BOvxy<)ks>t8
zyVBlr&VZDXVT{hV<vU!v^Zp#d?ri|y6C3HErTJ(O5=FQ5wI%&+_R7iY!S?I%hQ>aC
zoOZXNs<$iOy~mYj=H9n1qn$t_V(|vIVZ{@biML!deGJ4|Se*OUsyMJg${fTTsod=i
z#+*rw6q8yS2K8^~x|E*R$Sd;(DI$QmjTpn*e_Y_UgllRaG!%pSX!PO1%x`ndD+S_`
z@gQpFqDad+V04@eYw?s`x2lU^#UmAuC;(pYCcibZ>uA~-cP83icVaQmH=?3)XwJH#
z0_2xTBWUuoNtf`XP<hr@F4`Z`*AP_T#<sO_X*dsH4^bMr&M=FkK8p9v<sYkI)hOx|
z!SWT{ubnsco=mS)oE{nPspI*BON{LjgkL`TZz!Q2XsKd!o+zubf1+){{qiAb?xMJ%
z&JG}WL@R7p=b>(=<Z3TN*{)V$ZBn9&{5{>0{T|jS!<rAM6x-aVYbsm^;|+2VfVNET
zhU6W4PVBM8SN&4G9JVrh#^M}$=6`4uAkmW)R406_^iW2eSZ<W8re9qLWrXxyH`Y(O
z<<*|HM%y)M8qb(dKfg|ydGK^8+APf5H-}nXSq5`C+E~hokxW%eUeCd5;%0!l8>I==
zwI2^c6t(4;t<Pj!i+)#!Rnmgq?FnvdA~ymdUjLCFm3gSBkjP|+ua~Lx(7*`MSY>gB
zoT*Jj&YjQ3OLx(I85!dz`U`q6X^!|2vt151M5ce1U)H>fNG=1weuakt|7S=W@&6gj
zvD5j{0%2kSe}*L?%%4#Sk!Xu4q=6(3|7S=O3;Y=@vA}?s`w7wur0-Y547m8!@Bv@+
z@TuXGND1-(jI<EnKf{a=2oQM?NIxNZf%Po_mp{EgN*dt8my&iB_%m3xLH>;SpQ_c9
z=mjB+e?}eYDE^<3Mjil&dL+pXWS?(h5P%RTBEkPNA`^T8Q5MZxMi!vI8X<@@MO?5%
z_-Evqgu8o03WPNZEa6+hH<4Pwvw~y&tc1Y&3DdhEg!*TwAgROu8PZ1ggE#@m*UxPG
zhdP+fX+>I3cE<4yg0H}>xn3C+7CuST<~~8xW_-dEW_;oXE3z@Z&UeLL3E*gnga@H)
zyD0SFJg_){2f4yWkVZ!<EJt)xn5*X24z3Xbh8t?kRp>0?BFlQXhdB-#tw$X@73z*j
znd1@7^v&MUJM-VOX7_<d)8V~^<Q`5m=uQV))?Ftr`nzowtSdbxJ23JVzu!rO&;}hj
z5MWjt!^sDG&!!R&#;{AP-}~X#LJk1+;C7^%(5)|#8*M=m%BoT>=sWe=@=HzuIf8}>
z$df}q6Xae7!e`etDYt9+`A?|~D+$INm}Hz_Ew)wwIm`yGVc7tViV#f!nn^w2)N}y>
zHH$`9H6e>LlEfuZ0(XQe7eJo!VW(!^g$8`_1{e=@$m=zNjIMlVInZ4+J2o%m2(W>$
z%3gd~n$Nrxu=r;P6r6gQjOcRH1kih;mSEDcr$2lWS9CB+rNek?tQF2wrfCtCpky<N
zD`w065^k{(+thO?z#1<QE<-QFuzr0;g$_KpE{=2QExx(A|0+YG+D?YYMq|_|-no9Q
zQF79J7OvgOMy1Q6JLx9Yfqx8N27C=)J&b*9!2KS^WRj&_vk)$hfRMj^x|8Cn#!c`L
zD(JnIyu(nNH$&XVJV2|3DDL<~!X2m^7X0RxxubI}tsk1RWL;JAOwvyIKG;iT0V>wO
z_~Mna8N*lo@RVQ6t!)|@@fgXmn=@^C#;_7$J&2k=Z)VTZ)=>qj+F3raZ_l9(i{^l!
zs_0#5<%DRpN?NR%I-4sIT;-8UDPJ<lE2162Ep>L!-Gli0YSv4OOAy*u^d9|g?WXZK
zta_f-#B0GuDrQhJxiOzQjAi+Hre@m98V9B*nJ@vnTlIV5fC58e|2VCUW!`{|H$;Td
zsjHBmywm06?TY@I1@H3yp7o((wX^w?7EpQGdE?`DUER8|J9#O)&S!<wN>tgn(urL^
zd&8DDiIN`90qzb>Eud~&sV7!H%g^hii)fZFqUMwny1n(QK5+@Oeig4l8GVQBixT=m
z2_o8;sFuo6c-2GFuQ+HW4yWv3%65|F2mGIL<|pW$gH<Of%6zRvpj@C<p9=Un`72Us
z3i8bJCMW%zj-uc3iK!jI2U=xZh)ZzCFWPW+s)Nqn*o}&D!)I3+@(^d|ys3&xaTqc`
zcQ?g!$$p=sV|8=V&#=bWV4?fXJhbl0KA(;B6}2++7GX-IgUtj-a~HmaB6w6-7i{9%
zp0Xu7YjsNAD$l>sJ(L$UM-oDJzivkp$8dU5NQa=4N&H+|2~|uaFH`ow5zPx*JLrow
z_$id^nwiqJG2CvW1WUsPT%5rH0xR!cij5^#T7o>S!%j%~!B67-#UED!@pjx52L&M(
zG6ue8mz!y_BYW3ns6KT`&OP`-+BDhug5<X&Pf~<59LBL05rXcFPyA_LpO)k`k^g{O
z4M`SNE?(|JD`$_xF?aHW14$f2tYzEq<NMi+OpHQnX|sl*;KfNlZr2>%M4=93W#%r{
z%UJ#P#_79@Qe0E1<k)-`hQxdpNDF12sAE;{Wkh)!0q=I1dv!L<<7RA=wlermRxWa*
zq~w}ek+X?S5vq=>L#S<{#ti#Q>T(B!6P+~L>{H(w!mmSd$+~E(3HeHm%9W0C3)X3=
z^Txo`l~V^baeQB;<Qb0PJnPgv@MRg%p}X?~+5}8g0uF8*)3kzI{}GwBHlUj#A13_U
za{t*QEcE7!9T@L#zj$PHs-p+{X$(3U*vBvFWDM`5Ec@RRqVKz|*cq8gw?>Dy7gEkb
zeXXEvg;+^hgV~7Ek-Wvam;A31X+9_`qirbm%$(cdb7Wu#2J2kAWKZbeLi*D)%rs=`
zN#v_H(KId4-fL=_u;x*>GatU0k62q^G$&{@o+~+N|E#0b68avO0M-KZ9O8-hDr2~^
ziJ53yiqD63H=_Mj`2gnipc8I`Y}&tLOwBkPz4jpMvOR#~*l{aENp`1h#R?Lu!xkYP
zOyz1*_Jm2D^9synEOhU7PZ19J1iAzaF%$a53#{%Yk@-80g7itD4$U2T7hX5~3q{s)
zv?369Loh8X>IK9jbbcSy&xe${_T;;1y8bzBd(DvmFgRRp*Q>3bzukNg3=<>R(#7<q
z&VfB0FBM_i-dx&HGEA4}@m4Hb-Tw}@>C7quUUxj5y4ac`<9}qZ6m2E&I=2sWH(KAP
zeCil`-x{NZo8qeL%T8G7F&y1&*UA&v_Zu@lQNeB1$`w#{YK7$8vFCfjq8)OdbD@x2
zG>ep?j1d?^$5;ohYoK%uqNe;7WjSC5Sr5s62{Rnt>o1_-?}JQDvp1+4!R+3`C;~N=
zP~vW8DCmr9NTnM=dX14EGBy~f6f6p{%k8OB11jqJn<xuL>4@@$yMl5GtEPiwVN^9P
z_yBScQafn;yYa_cvtCTvu&$7b=-$3M#=+X4T|Vs&7GoO9M}&w_7xYW`ur~bWpfArO
z6GCFOkGAWL+4NZ>OT8X-`Wfk1RT{NnA`KWJtFiJzMc6iSC8H)4ji~y{j|jsE5jXlK
zy~HvtgZf+JrvXy3A;P1<d?~ubB~Lr!`P$_U^Yp}W6W+?=iDJbx9SY1sMT+t}WT2iV
z^(KS8-&7*|jP;N{EtDz@ssLhKWt^KTDfQdz00^rkyVXx)rZa<Fcw-Tc$?-Vrs_I_q
z7d}8Cn59B^sz@CVgXrwujKguLXp}wLP%rO}_f7q4yr;_R*`-IycQL!Y+wFds?NHjC
zk}h9BU8^p|eLNMQN3x49FTxLpD<e7V&1~KXxU1`1+a_N3H&<IeW*kohMQ`u$+xNw<
zUzRP|mH%5b0Z`QPug;Rc5jjHN|Ka|j{%&h!^e+n#1Jl2%k^WiI^iP%mz#sgxr0IV)
z0kQoHI{ANV0s>SlrD0-Y1(<-Cm;q!91O4BimHz@<{#v{AZzdoB?DCfh_|GOF@&9u+
z{)OuN$Fik=PVFB^&A-Z){=aYn0sKyXdEEaAy<wu~U<5Ey|AIG|IXD0;$KNVTDnlqK
zFQTj;ZajX7BKPO`-wwfrgb5%Z7k{}C=!ei0or7cy`4&Vz#$d-Ujoe5u4<A`HAHq6c
zaT9qfH8;qd$F6j$kh}vQE|6DFMOqpA+167<ddziN>9px}nBfuR^$_^wsz<@BAnM6U
zsNgg10u+8dv)z#Kmhnc`<w6%6TODe6WxN$63VQPd?9B!0>SlB#JMB^3UWa&bjj38T
zvlYL1@L|Gir5fnQCq6wh*2yLr&ssKdwn&wh?G21=cjXbiJHX)<@*r3{YH9eAGUs_A
zwc6CAq(*~JPn4xw@|N-7@U>usbH%o>%TPr`=ON;$S!zoST5oK`$4lnx?tue!&4<s&
z+1VS$01?&KLxr5w)i)Z>6hW+wCiibEUlz2xBIe5;3e@PvF@Crg0UC;CFN1V@e!l+H
z1M!!SM9k<X&QQb*y`dcJiQ#YXkK;ur^al5(*Z>be5{wB$73*2t31GbY#TNI|7||bL
z$v+A`Dk)^hV~H}LLR2k?iV>#W{5`Zk7b!@h&Iybt)&ge_gP+gS7j6Iz=V?eYW5L=z
zCBWqe@S+|84A$?;ySOl2{Uj%NBs=jLBma5S00yY=T7=af*l<RP30OsmQD#y-R<+^X
zKaankBK4;%Vx2cnsG)6(zFXhDs5!C3RoEf~TL@NYsm$T=P}E;Bz-}c0OEk#%(&f1>
z5O;(!;tZn4*QT}N#0o1Ec~vTy%wnag`2)zxeahhu8{S6L9h3vK0kLqout_^imb)b4
ze8()Z1x#2!v^K(6vdUkpPfS!UVfG?v5;4$4hm-qFYxDJYg6<zg7S}u<B>IffsO4(P
zW+DqT^$$b|7=zP8dJzLso|L(WWJqT1!oL;6=Mla5HyL{)$W$VnFj<A<n&I117D2Rn
zHkYf3F-RBZ3_2G*S2g-wiDJg6RrJ7McT-bl#L~nZ?8Ib`e~+Vzx2`FlCn!eFDmtdN
zE@<dg3c>>#VJ|miMD44E29)&k%;l(P%rg2X)y7et?rC%6Q{Job$S0%QiG<d!vKx2M
zr>7QkCvz)TxOZk>po^sb#HKc?gp-%q4Kgz)IzKk|Etr}$8i{2qRNF{CuTz8_R&OPb
z-V1%x1SxB@2;eOH$fKMWUYBv1rhNy~)(6I5i@-a_a60EE<B_cxR8cK2R<^RPwb5vV
z(KeIpA0qTSN)w<}^E2p(j#j(%VvjEGU(W<}^DRE>i8dfg(_qMp+DVW>oH!dCWltp&
zuG5j&hiavQ+Y9u!$m3LKE7748mR1TpsddloY*ZXNeSZ1orOwBOni89^e&BsudhW;5
zU%oSN(6)-}TI43donC2XFfFq8>~N4rACn@fpIm<hYRr0IfD1s{Q8vHtC2TWc4<wi9
zom1JxLo4Iic5)k#bqV5d=Pk)9c97E<UQSF9!_yqc{od$G5LO^BHzqQ!f75BI?MmLO
z(~9M?*Ue%eE3u)}fiVy%weU|9O08g=XKWNX&)1S$oRfBv<yrJ@OTEb9Iu_zluAUKI
zseC-{J}wt2L9ivpVv49ABr(adf@LL3Pd&hNNN-)|Hug5=rKeeSUma=^Y_e!??o8&H
z=N;`@`5=3hf2C>PpAU7#96aLMEjI0xq9;_URXc&d<;{h><7gCc{*?M=f<QFfYvd$`
zr;699UU7LWi{iHagXImEAGQ1!gHnoW1gZ(kMA^bql4py6X$g`=JY<4STXyYC3H~Xy
zUdHM?j<KroT!}s#sbNDyFJB~sYwwF{ns9}ATpLaMJQ`)7SXY#S6LNYD%JNM5w6Q*4
z)-Df61&+OMi>80LYeZRg9t+_KXqlR3PMYQE7%Waw?1K9Ia@qFWW@2JXX*SZUp;3#F
z9@$0xsVa#CCpvCE3~lW5iXoHyE8N*Ww6`&^gMZd`P1N@^`GG9ax%c^9MyNacXPtri
z%&#!xJb77>BRyCn%J<wS;f#cS)HC$cEbMeR>H}0wSWobmJ0UiH@STD*%1IwHKek*-
zW(3_%H1~>|5QSykQU<xP7X)P~c%($34UEDHdItDL%xw1=ZZh}s*e&xK|33gzK&-#X
z9B+2T1sN(WaFXm5$SRhYjXbr~+{Zb*iDX%Wy`C(T^Ii#*5Q!w3YR$Q3vAN6KXPz+6
z+j?L=r*<>Dcn{z4)^JEBYw-<!Al3(RdcrwB@r)vwci2odULQw-v_?KTFpRuCkTpnS
zC+E;hA=Yx9cJL0lfT!Xo6LA99IXMBG^Gu%aML$C@nq8lRon*)5vX?tqXpb(e({u5a
z7*)XY>Up+=JX_9~Zs8%B!)k~tT>6QN-OI!e^|Q<qdLdQzAjvvFBn*d3SKw;|^L8D`
z87-w<I<eu4cIac?7lm-oa4SYl)5oPHZ$n?AY7}qw0rCc;Xv#e5&_YHa+A|1!c*ib9
zs<|UBepFoSYXkcC>)R)$cXU+G$R6DzUhNj%wM*x)PN5;e&W=Hj4(;2uZPU6{U_i?j
z&HZ0#=GWBMr%7Y)MqYNCX=o(~Pjn`wJKUk^ZX?v0oZPMc+nK?QjGt|!yB*w0`lXKB
zk=~%@_@!nXHFN$?Gw!8k-2XJi&(R<KyM;RvoeuYTm(y`b(ngNsdY#KT-r=roSPyGh
z7dNbZxDE=Ufg>?6*X3|ax+Bq@G&i>>G2KOXdm4KuI1{qHyM<$qcVjLabL9?j=I@b!
z*Q8;g0uuY~QSkC%Q0~@FSE9R>(^VgVTZbfOWVusEj!Sg42?`qjAJ(fiHj3*CpLy);
zni{+|F)uq|mch?m1K|<BN?E+N!8R{HAiFMY*AFOQQJ@yIl!iDd6f>BnA!<TeL{QZ9
zVcIZuqQq1bIf|6DKTv;EMrqREs7WeFfFxB?RjuObcka$CYhx8!74iApd(M5Fd+vA7
znJo!fQl!IZx5%inGJ;|VMZ`9i7O}iy8+|*UhK}h2p<%Oc$WQI@V0x#~*|s@qDQz*{
zBQuD7tF4*ed2iOOE*8&<M31Cea}={?)^?q{rg=oS&NN0-tpWZUi(w7SmGf%jW-Yev
zLl7I9b?hb|jzul$Ft*hBBz&sG`L-A}tcmZ?tu&*`*k<mC<7(!Z7B%e;49=MoK5xH6
zb82+6C29n$6*)$%tvYw$9x|Kuzc4$j&mM0n2@Uu&6M-F=mf<wgr=~WxByFN4hI6Z-
zDH&ObJu>P*2uttK;YrlMnacRjmNGIs$}kN7ViIOqow$+hR$3%(`YTw^^DR%F-_Xs^
z2n;Z8TpzD#b2M6>|1;ty^CU?%*xj}j3|hs-Oc8GccM2cBB>KxrLi>i~XN=u`9RlH_
z4Tx=9tYRU;9|-UT9~%l&J33ZRV>Hp%sXb?q!V7~jOOCT;*tKMDWJ`~0NluR&VDgK^
zKTxtQUw-m`hJVKNnr#)9G~+**w<PQh%|=6GYgDf><4$ZFTE_Jf_OhhSX<5@FQ6)!q
zT5^setRUs)<Y4YZ(=9a*|20AC&LOW4tP~naueJQ~)rr5cDS^OUP8za5=2=4An&!A^
zRRqWPE64T6xtDG#a9GWk8(LaTbILedEi#a4)*5=P88_R8?4EW*_Z#MUe6AFjyKCa^
zjSktrIhJG9_Qi0BZBhl;DpS>fA@w#6gr(l**64ZsR?~Z1qJy#|N8(knf%&jS&+9~C
zp_P+b?&;ja4<|5vQ1%H^&iOD=kFcsjA^IId5(%Bp)k)MbBqwx!p~JrtzI$(AtcD)+
z)4z_6HTi1<8&bb}3bk@6ms_%nembY_Aqzip3xV}Mq917e)FhWvpUkqKW<&o?^)V{M
z_$u@lL$<;$LthUZ0Tu%RU<ptIta0ROU<L01oWvSMypE7W4|(^{X3y*7_iUmdWFwG+
zc9HrnEzruT83-!(im@}$UI1IZ_c#?{+`Z^;z__I>(a%@AX$S1}XfNV5agHp=X+ReA
z0qlR7eTIyvKcgp9vTvZBkF_^rZcsT+>mb)du7|z~`nBlSVotH#Z@-RqHQGVMW)17b
z*}JI#Scf?c@Uu~@*G(&6n~r@mAr}IfuxBd;^qll6Jp=h=wTRNixiLnZd(*8mL9P-$
zO#=3j{YwS=B$wNt0B-~DI=<E22KFlzL><Z!s)XzT3|?Qpgflmh1bc<&pH#{4k^MQ&
z^&T)o?W7F!uffko&x^E-`@l2-{!TpwpFX8^um!azX#w<0<@>?0t+YV?DV1q?l!o)Q
zVr(_gEx5;A=%g0hhYdMZeV^vQHXq2x9iDUI<mcF+&-aV-*&o4=>lo7rG&8pZzdFf}
z{W<1*_nFeBF>uqq2HRJFui;#kzyq*<100TtIhc=iD;*vdB_+VzOF<#~;DYbTMS>%g
z4cz0P0C*KR1UwGx2Db7TtXqun%#$vxS%dyO<_B{FYw<nQJKV_xzl#LN5^v_mh+{o4
z3&_y$wj4~w*ld0;%vteX@D`Yl%q`}OE1BPd_h+S-`J8;`DKf`%g__w1advPkMdmZl
zSSrI*EMzeiGH01@t`u)F;eS5A30Efl!TaPl!cq-V9=}!QVp8Irax9W^CKX}Lwc4}r
z{af^)T0r$m7p+uVsZOzwf5vz}`-VC~&&$7~pm$hs24|$FCrG~Mlim?&hi8~xLM-#t
zOY}6Pp^nJ&)Dg+!Ics0@oRtqI;I>ocL`cI48%sv2?Z4IkFOV;L&eB%2Kk$s;?TpX~
zoRz#EN{ay9mCz3YJwUN9D4q0mNkiU^cuz#10=v{O-g=ly)nVj>YziYzdC+gvegw{S
zQ32NeTn^J~XupBnSE>-+C-#yrBVPc#KIGaI9*yJNBwP~G<?AFe=x|9$<}>ozn~r?T
zkvAbj;A8>U2F}l1A2>$?tCM_nd09Xq$Of066M5?JbDhJ_+j)6QE`f|VwS{wc7Qa*M
z<#pcdX3meC<2Xlhp5q+nj-M!#^ZV&3oZ$_Thc97n;$6=Lf<OrN{Z1Z19<~pOeAsF4
z_14;Z)e?KJR&MudA3|=k_sIwBoynT2()~^@3%IpZ)X@u+=GIY97j-*1jqC1GPbF$o
zqK=CCsV#>e+eCc}p+AG)p?HJGC`&$oxE9b9wUo9h7fDgpp>9I2mLMmyZ4b>?Zc?s#
z6uIsR`?~TtEf;ljHEmJiRL*miLCWwvLIKa8P|FV3AB*+4UO}>s{nxhAO3nqIouc;c
zaPo18@7||Tx=*D7G3F9-(<o)}Swsx#X`YA!&wT`6KUm9qjpnN5A`Uu3%=tT|b38ak
z<6@Dh&Gll<QIXH4iM2<u=kI9~Lz_$W-nWo5d9R%mPm?(>+E<;LU59#Fr#y@ApmZX^
z|4Wpvlu{0AWvzo%>O+WmH^!cFzAIQF?~8hW6S)c;@f@Wl@jbz|@8P@W6<Wnm`)R(m
z0{O8LxqmO^YWE^WEo2B@uSx6;eVzC|;X1|N3H)A`Q@R$%e7p<c1J@f~yGX>g4jf(S
zn}XWXP8o8)B!PRm;@htu_uen@chqAk_@SfAO-LyqUlsM0Z8znM@;UjU-6iUMDTS0@
zp+0_u9RD)-Fq@Xk9aJWpRHmlk+w6;If0xRXUjio(g9G-cIukj(8v36AM=<Y?h-U_D
zpJ2={z=K1Wdmq|wQ$%@*$~=#vp9ikK2004+1M|K>eaiFHr}^oy++m*(>oX3F{f)uv
z@jPImE7?~UlluH~N}tr<>RWy$eVoKUUW3;a^LR|DJxXN%8OTe>u}1kgodwRwZ({B+
z9h9CVl5kJb`@ks&zoykf4gig~!-G;UumMojgLE3Q1o8u51ULm;0B)+w5R2pV3ginK
zekw5Jixg!E`*Xl=fh(>p6};DE`c$ZYrEz`FVtSY%hwx1pqT9!xrlsn)k!u&>TM|(A
z(FTS#jdpo`v`hXA^qVkmLf=zJPpP};zB~DICrE#wMIwd?gzx5zcMJYT<NEynTJLUw
z`+XSrx`_W7S|B)d74i2{nskA_D!oH1l~c5a;q>Doo~LP%dr#2!3jKup16LkUnkYO`
zkM^Ssw?FY-@6^Y-=ThPFz=d})eV?IT!FXU|-}i6st3I}^>WbeF$BE-S+e!LG()JnK
z4X)GF<|S>qXe7`5qGNNLPSL*TnoL4Q1=bkQHqo`%Wz#;Sjaup?NYI)<*~$Q|$$e~f
z8$$iZR@e|qh9)H~tm)QPPzEIH23<dr?sxBVLWx?jN!ve@^*g_F?mhS1^Uk}z@7@gg
zo`h4bv1Q8MB{6N!%zGoWkp|RhJ(#F9Hp|8y@(l@=g8ev=>-_5yGj<!!Rc-eAlt68_
zNuY*A0&RCopmsz8zTcI&rmkO-b;X==ESY{k)9ZZp`;mD$egnTVBmli?HqWf@!hZ3w
zHNV+j?=!aCOU};n`RG6K(SHN~l^ezUe**qHzXx6hj{UFaqSzng9^sSwggm2e$60kN
z{ui&27D6V|gj_yK$Q7)L$t&Pta4)_QRp4I%QMBRfFu4Z20Qdv?F5o+YBl}d+QAHjr
zoGZ~cwF!QY0y#U*)I8{Qi2qk$Kk!4ep9PYDACP``6z~B0-?Yb0eGB{p*q6ZH1YSiO
zR`iu!(4PmkKz|?jC$JBQ+VL*K@A4se9=Xmv^uNnDxPSb+Y~MFXWSVE+A^s!Y{>eQ1
z&N2P|KZ&RB64zl>hr+$-?Q8BnH@f3|jIn-P*8*qhAkLHld5)H6S$Tez=f`PQ_crVY
zh50M5VUIk&%CoaPzk+MQ>x<4|PyaDlHJ#TH(sniP;MTfzhM5D`E>|qVOO3;_LsTs^
z1|6Jrkz0t41}f%Ns~#d&uP!JnSJ{dcsWZmn@;WgNFb8o^61GQK;pN7}QP`AE5ig~(
zm0z)Zb1)m9w7ivu8Tavv$n7Fwq>uNLJitgN|A3?c2KR%a?p8SwKWLSD3?KZ*i66)S
zob*CcWt)KXAGa#!$?$IpZ@C&bCSnb?V)+&rt?@bhP2}@C{yGT~o&N>A82mDL5%?H?
zg=i|zr!B9~$Y8$xaNo}#B1_TzGrofu;Ai;5q*}Qh7an__<02d};-&lm->F<4<oA;X
z@O}JVVd(w={xmW*`MZ|OE%SR<_~sge{2Z=%bKrFbUh{SDAm2`+fP9ji<<g97yo~4Y
zm^qY1M~;;AC~5N71p;BdU+@f>hrS`co6H42%O4SQ_51+8pxi!`Q83?AqNHAurFo2e
z+=bOeQStMr_<1$kKdhQn28q}3ACVZqP}I}VPDAtIdK3d%fleR|^Z?l9_<QJi4?a<T
zlBD<>Bn$LFcOc|L0u?;0lu+0>%y;pfsDy6-wWDZ#*m8MfW;;birE=S8m3fSoK|X>F
zVFWQvK5EThU~~@fN7bWbtp(L`z#oOH45j<F{Vp(YhkOTvJi{MRmDsH+(DxEdO1%6#
zYVcL7tlUWB?YF_~gxmuR1LJ@LZf$smHqs7oxVKs!ui+iwUr~cUBRuu`Am4yT-=M0s
zLCg)PoNu?FY#!jB#Uk0nH;TJ-B)C~%u<YGvt!gr21AL=;;Eh5L+RdW!CZ((wE_?B;
zu}aJ3bZeDkttj!R=Gwyljz_FH^9>z~u}M8rz5I&dg6jujKn5+c;)dm`z!JZU8!Bys
zbO60TAK<`?G~jOFMH=LkYVq=wc&3&3e67S|rywT)hW1-Y3$O<`3Y-FpRBH#o&>q7K
z9gtaoAz~D^57GoWfDF(J<besGm<;hc%u@&N7-R<M1I7RcUdS@!u?&3`+)pO)eb#Z(
z?J}Eanxtu(rFq(sE=v2-<t65dCCd!+9x0Yf5r$~&aHU)s7mvA2SF4NrTz(hJUCoQ)
zrh1TB;cTiuk$5L@DZwimv(9WW8;Y0Faxw;t1Dp&|A1og%pZR@0)I8Qa-pq#*V~Ozu
zA38a9a{MG8svD~tuj6K-y2)s4r=2uS_fUsUqqK!?qK<an$<urfcj!FITd)=!9qyDn
z<K{89>27s%pWE+dS$D6y&z*M<yNmjqdFQb6lykya)avYTrkojP*4gWH>c!FGmSWTC
zn24`oZ=k5XkbM9n8OW^Ce5xl8IjrogvO6GC$~GZel@^4INeu|93ob>R6Buzq`AItn
z8Iv{;#1?)WZ7Iksz}RtfVIUSVL(CWQhZqUbi4YwQoeHtOP(H-+@g_E^vK&R0qbkc$
zj2u;Sk0LHKAc$;7l-~&aMwH(O{G@ihwhqXY(oD!!r3E2lQez_`*yxSVXHOtvJ7f<q
z25=IEYymozrArU?1f<Ejty`8EnH=jDHP{G20h<=vv`~?CQ<c#k_p)w;>_*6L1d)~w
zv`Fh}o^^?}(zi?8W>ZuBSiBLRN|{O*?owSybrWQd(xQ+pN;{~0yfbzm<SC`4AbV%V
zwJS}BoF2<rH-25vyle+rcbINQ=HWC+D#}YLa_orMR-xzE3nJ_TSvCnt@k+)~dyT%Y
z<S&)%QSv8Beo;xU=?-cagW7L{+JT@JFJ*U-5Sk~HJg4M6rYEGm9ny}4wEZFNsgO26
zPm=&TZZ@j|+S!2ir+{`SpgkMV_6D>q0c~?Y`&>YV3KKuk*di(ERwWmj^ZnWtzxHRp
z_Nrfd#jic-*S_r6n*4C5=kd|haMzLYF(p?VYS8osZBc`Egkfi*cM30Y4KPOUBpNRj
zk!C%|U5ePvBC!OtP$c4@YLWOns7fRr09A^_UOnz&UfPcniOxK<zeIAGi0nqU+olo`
z*$OHWkx%J4Iwc}O&}ETa1iB=Wi$NcXWCQ2}NiWjBlO#hJ`Ztl>hw$_r5|&}<Tcn0P
z2hNE^3%n26v(pzyGhKpaK}?wieO^S69DPPa!k_~p5(53)ru`zKgPs)0<)D2cxfk?P
zkvs$H7UBD3ye<+}aULf%iXRk-YINT(5;8(cB%+{Bkyrt`S2Vu{+9sOM$f0-Beu|Y%
zlO&=t{hCNd(A{2mkgt-k>fS<DsK~dAge=K=86>XJb%h66OV`MQ9bHZPRTNW1VsL8~
zks8o#cI7@TlC_{!B8(c-MiJhJ%B?I+uvEUE7ikD-$Us36c@9pxNG=5}7Rhy>YB>@~
zRTgHgAk8YNauJbUJ`wTjFHtv1s)(hehIap2pG4ft%{lr7p<gm{B~<7a!v7+^>SLR_
zuK2z8*?upH?L5bh{p<kGi51)UB_<zslE#kn;@IKCI6z>X4WtUGk_N(nd`cjVmPw2v
z3LUItT{W##Z4uklVK+221-2|ft=bjIe{5pXCh9-v)O}dfG#X7Cadz%=)_{aGY5(lL
zckey#oZr3Y-1E+T?_B6+#lOS{#XrY0kk*QSf-U^hS@AP~-U|UKmx;gk+!ud0TqAzs
z0fby7e(dpz3(lir#(hJaiLVpWU|4E+P`o;<%<wZO40~6+;?58Zqc06_6<_s8;`f~y
zYQqHppQ1WoqLZGZ;<ub9#3=}c$@pn;!n0O9;(kUv;HHW!;(kw`I06fK4#o@(KPT?<
zd{-RsD;7WFxg+lMD{F`iD=XR@QUsfZ`@|lw00f;>02TxwE}LMe*MEch2-V~6nLFaw
zT5l5g3*#4{j>}&57JHl>WOuP)_}{qLTDF>9$C|hbj_358mMi5rPQ$4<!XXY3Q)W3Q
zO9;MRCJj$Jjf%D^h2{xup`kem!5l$bP|C=}NNi^~)hfj@>~deKO^T)1?RyewjL#);
zEH(EmiVfORi#r_|T)Ja-O6>^aR7DKMc7+81r^t&LjCLh5c$tnkS(U2jPFzPA*PT3D
zMf;wUXOl@}p6(PnD?)~+dLmC~23Fc=L|QF^Bt7=DHgz$!Gm-kq+GMJU63c6ovDEsV
z_PvSg<RCc^ja(<Av`Z$g;}LQ&+DG|#B$5PJK!KqU83h=M(+*%{FA7l@@b^9f!)ahg
z(xFfhv<;^z2sX_&1+=>e>V6c&oWb1+sGB*XfPPd|=m9%Gp-ek~sShHLqR^v0sK5jY
zOFNw~)3B35(oIePq@7KQc*m;PT@=4l6u(2o8H`uuerM5IH*zW(oWu<n>Hk=U!vDh{
zJkv3KC=nfUL<bzvA*chXGt(nN>V-kOJ$-1J3hXJyIWYL_2<`U`rKTN2k<=ka#GdX*
zJVBhG;toe7jS|saiF869ioDw)cSIfgBFUNF6K!LU={o(DuC^0TnCt|dtc~jG9eaX!
zjEZ}yt}&`>jOyx@dlg-=zA%n$Poy~%PIm7t_A{ic6n4u%Rdq6K=8uGwtrMsgj#qu4
zLih?QlaeW|Bb?GfrK0+-`YtMhElovwV3)6mgyVtgst@p$6%h|?gCmS4h3NhW+!IhH
zC#Rr*k0&OIz7~ptNhzwx0Wb;Fq*4G0G_4Z~cSSylrdEq26|rbS>Q1EN@u;vrQUyu;
z49&Zx<OGtWqC!bRpc7WDB>HA0(J#}On|~AkJpN^znNu?SEYzHm;m<*KpM{!(41XOn
z7s`fmA!aU~jpqP+FMBU{kD05_*5~S())fn=sw4&rSFb5)Vv4dQtgKd9H#|;C6B1qW
ze|!K>66I2_Kq>N-aT3fTeKl5EB_@i(DP>5JJFyzTaJW1`Zo&x+sb5n!!<V+U*fW<P
z`>4QbLO6z1s|f>d>e#6lkWx6>#19`j3`v)L`JsBW(1V-VYJ5Y6L+0|bf`LCS%t<F^
z;Di>wM(~1$%`lv7L~7LngGyP|0!CI&qh27)P27b_a4mis2@<~;TnhH`4}$TfAnF8~
ze+W%uL$#sWPzw$G9neENGxtzdqkkd0YL2QoxBL-1t{$a1HFBaRv>9)IZvibZM9M7x
zW5%}D$F1}mpqKSP=sDXOU!zcAqO31wpa<v|vL1-_l&hx=w<6L~Q3((l%8k*0C<g+5
z7gq^mB7`A0!x(1kUBM&GxH&_7a(O6N=dITvMpYVoz6w`S9?u8W<tlZ|VzFgCIS=t<
z$es5ice8D|Hqr+4HF>T9H$WmZYe!e-7|g(+Yb?Gh6NQ&$b1Y%$nCiRP%3LL>1X?bc
z(`9u;XWbIJiSMFnbPNmNM5*^de|%|tacSJPWE1lIV!yCtTk5w73a>Xh6!`=A7F@j8
zpXY-?AQkFC@RZsseUrc4*nlPU*oUqkV+XEoGFO^3jvA-m*J7z*HJVD3#cVM*H?_93
zw)lN6r^|`|J493au;bgz{6qQN!tL`f-<m&X)?2NHQlZ>r)>+C7e3@0N@|<7z@TD^g
zKR<8M3%2qyo37HRwQ3E#R?w<P|G8KF*2k~E`K#NP-oE44S;o?5<8@}8wsOPP(^q0X
zp=@dYM{m6O>8F?8_{66*f8({cHZ@zcWftG&SAMw3S6N2WiN3-xxd8D}fws%;Q~LMI
zNvrBr@=D1S@^*<D&m%@VuQTejTEI4#%2^Ro83tVcJ-I~YG5@sj@I@M^{rP@~Rvs?Y
zneWUuHlTj+Q>BK5%fMH_x+|T?z$0>Dq%q=b_<GFO|F=RK_o_#|k*?imuNFQm{I-x8
z>hU-2z<-B)SH^j;%?h?972Epcnikb5^^4`1a@9rhgObbS$0aJT&Is1QuHsqyidBYf
z)G8CiqgJbHF!r4W>mDeEDMmhGozdSyUxa}t@Fx6bYMphYvD;NN4sR=@3&Y-M*Y1~6
zxE;IkM#Z>-u5h#P%Yu=5Zk!A;=fJuc`lGBX6-vSZArMyCjo6qW$7Zco(Y_IHyak8J
zF2;a@$junuLq6U|d=SIef>{=`aB7fEdL&-<UPklJ2k~b?9AtB)xRh=ytIpsn?b82M
zg;g?;sxD-f+x_MxeMH%G?f%FTlJ%F-WpO?@Ukkk1I<N0LwYWBe!*WTh3{S7O;?`f_
zFnpW5#Dlh?U*l%j5mtWDmLHes4Mni=d5PZlr7>Dj=XihK`sL?*P{@z-Oa1rx2l+AZ
zUVaSRHio?fqPba#Yz^B2{%c-|a+lLl!>%Kim6&%qoi0FVit!&JtuELB#k~L{EM}Z%
z3|(C=sWW6yw>50&Y_AJ$37DFNHMKFRVcKSFUoS;<oKdVcbGmTd`au0rZ{6q`Yry=}
zra*n?q(NYE?ZM*?Z%>zR{bWbbQq$Dk?v}y~RyEcJYpgCQuyIeI#piEt*%N7VxjVaS
z>i*4iwFgIamGSePyLa#1=iR;gek8kl_mRg931t(=N}9a^0)!HcA}t`>hApjNJI#bg
zDYU4xA|+U%D%yY+oC;J0MM%N|)^yq#l|q|#+8O^K)mC?kI<vz#2AnFn_?^3<LuPW$
z-JS28z2`f>-}n1{ERnd=Qw}$~y#@L(yoUJ*ka?Q>QwoBCrz>)g-D<kehgYQ8ARCiF
z>I$BEfq|$nHC;jYOjW?0%VAYu05WKty!&K$`bW2H6a>L+uTkeeuztz?J5K4tO>>T{
za9c#dy|#0~`rTXh|CznP92lV6X(v|dux6)M2?_HMGO-`~ysPZ`gtYV`QX$cnpxdX<
z(<Lx4!B(xgeGN`PE3pw}g!GtgTnRjyEpC}@p_Y(+U@u#JtI*3{6<6O?f`BYuSM2Uy
zw+>p3sk^&~+C-M!E_0*&2I40wEYm`kh&g6XTN(mFFyf2*(!mCcAi_4W278DzGGB+&
zS+he9lsK!FCR!@fN;I_@hwNM&=HJ_@kv?*iooSXVDKUjAEYi8(0S?XMYjuR0Zv2bA
z;!Sl^Z>6wsl@?I6R9&mWHc{9n3fp8rfk9SlS7V^@&|6`>NdPSh1_zi`!FXfFC2StW
zRsDgPRWmGKxLqqkV>}T{P_yK8IjK37Oed+?X1CfccF}G!`}|%%HHU)XU?j+yDIk1+
zGdHRYDmB--l_JRqI7B^xBGmIZB%C!xNZRX)B<RN{74XT>1U59z{Ov-T41!m1QiBI|
znEZKjtElH)>@x!lR>gq7ss-F=PTBmu`-?B%+mui{v+r(s^6l9R^(!W8Ce*Hm(qXUE
z-aIGNXr{+6pMHGki|Y%E28Uny@ci&AKYjk<B&?sm@1A%t`J3tM`bWhjv*Ybs8A|q`
z*?1UlH9(&GEpfsrXd@yV8&e(<1_TOS4&xgEJ|#)whhs#7{}3O3<EK<}N+RJ!!H!?X
zfT=kadZ)8b8jyZ1aV{i8DCqnhwxS~aJqgkP{Kar8W%Mb9LPsxF4CYnxa_&au7TiF!
zR1t=5FP=5)OSEO@AZOgI8J2^(G(GHJ+#8#on|febSiUEo?UCW%{D%Mia%Xo_I$gi`
zn{@oamP9;NHrRqE`Z1m;O8%~;o~OT}CpoUpevqS9o7Dz{kH|;;BYx_SQhX<?O^lYH
ze@t!(oDR@H36wJ+iwrI{2U-~}HR9yKj?|gbB7}GGl%JH}m!dEpg=n}|0vHE?P|XEc
z1qX=1$HE}$$6)Ui7DSTISC}W(Jfh}z<V7vu#33Z%;K&*H!z3(RJA+q@FmQ@N#vE}O
z^O>kSZ^V|dnz-d0;D5oLlXLjdb%~W1Qb;7)h}_m{<jMdLl36gL^}xED<@#>@6$XCt
z?1P6^rsqx``06kEmp!7Ng!JQGjY`T7qtJX{<Gw?V*Gv5;dUo$UuaC-VH_Kz<_TRW6
z%%e&sw3r|Tqz&qJb+>P~|FGwv|L5{?{{@e2Rx}@_UJ*)wGEWG~HX#XHmj(LK@FwUL
z>`~t#VItyjP??Op%08UwJ7b!Y4?BprL_H&M0N#254iX!L$7-u-#$s^J{XS`MHP8lD
z7~E0-0^wOwE!48|P#bExE9WRkHwUpwOrg1$ns(<}Lg7jW3Fh<RimJM%%dWDVYbjLZ
zTs2+L)=BTq7FIrirHmw$x@vVc7>6}G11+0YY1`L)r<h*)@z4wBR(@sc)B4-Ge)0>s
z1!|(k_2$ZDUwfUtnoQ)jcC6U;1ILM1Pj0?%Ut8|P*FVtzl&jA-cR9r)Ti5KphKXSv
z!YRzBl{m<-7R);!3&0T*6)aX>bl8bWbU19b60Fr+1iW|!HUffZbAX9lgj?v?t<<I2
zMc_rdgNQDXiWfNxZY)5*7Hl!)O;j?)Ow<&X2ul$OIja@4%xqVocdEl+TpnG{%?<<)
z1CpHE)2y1%yh@T(&5Z}L?yN6~jYDEy!kwkx+VRXYdPVoGgCV%hZM^lP3H@D|JwXGA
zkZx3jv;1<RK%ds^G=s$&veu)0F?p@Nh%d^un|sXXc+SQ{IAV>OYFs$hm>_K8xauht
zJf(uwABf^I1i&&P6I9<4TpyF;+&D)uP&te3OSlAwG^^x^d8lX7?w}?5$FuOBNG?({
zQAiEk(88M7Cmt0!F`RO}w_gE;<v<A~t2vlL6)7V~Dkzv!NX$y1f_)MrpXTK>q!_0m
z-#Erlj&apsoIYrf(}bwS2-6HHO*14lW(;NX8L!<~qOPtK*dnb~VVf#!Q-y7+uuT;W
z!xT-nRb$oFGo1r*%K>&BfgE#A1=v&=ganrmOom4?CGVipU+oGIm#KszKs$Z<k?DVC
zVfBUK@9O%Y<EuNn)VjWP_cq1qzO-3Cs!v7c^2>F7kK@R5Z|=OltFx(HT@YW?=(0cc
z<<paZz*&y>_l8mX>yYCXF9(nMpY&5J>-T)vt2J^d-yeKjUgVWvFveRlzSrnmXqXRT
zn`(hWqnV70@G%tn5tl=mw3p!Hvn1RQEYVA&QaBc-VMbh=mtBN6RDb6pkf#+?>)xBp
zd0_c(skka-1B(oih8Q<T(pFC@6OGhFs98=sGij?*gj#pFNa7McC2g4^L_Dz~NjPvI
zcZ5}KRCnzn1=JF3DV$XJ%ylwngOrz3fW4JmO`?nGEBD6e)o&!5YPuG@boq(5Ht+mk
z+g13!eo1U=PRwdvx=`(@=Ql)~Uz`}OwRk@q|Mo{a_JVl04151E{lt(qr0cEe$9@Lh
zjf-a3FoA5ak{@a|VhQooEF!h7C3snrs)V)z;Vc4(0@D+_9H--y66&H9yH#b(Vi8Tm
zZZ6Twn$;4vA3)!K({|%LyvTI(lLE^blavk=jVf>{!x&{4qYPv8GvJoxDxCHh@Va9|
zc|g>dg`_6|@E8p0*N(0DTqaZG>h)aI^pIM+0*?LnB`i{8DW0UnKm32H%Rjb>^Ni#7
z-r0A)i+#Sc?}zQPlk@#@;$Ly>K*(x{OQ21dLc@SUD24%T`4JTYw4nhyB1jYHB+>#J
zA%(4z_>nQGEki(nKT0#SwqqSdqwO{!R<x}h+9GXgRJwIBdtcjy%$A?`-d9#)J<t1j
zp6?gl3j=D;mRvRAw0U`_;GOGSXZ2W=2^!=l)7xx&@IL>r>viL_>$EZII4?NQka+VV
zsMKgebVutn#cBF5XMF}OwyI=RNf{>La)xvjrPqUtujFcDSQA$7Bo;c`%{9)g&OMmj
zbh=z=pJ8B5x6iE8Fi|mmuuYPlG%yS#H$+!jfL{Ryp`~4QZkGYlHgd|p`331x%ClS<
zC9qsbOx4}W5$(hq1VIGqOS1EpI~C2*uKFnY20KUt8eLf0pFtNE$<Of^nk%q(Oiad#
zzq<6Ji_^GqfKA2**q0tKTs-tNQY@DpV7aSTk%8<eyIkp^#%{14+5qZXcL49EL?A09
z3g!8OUmDzW@8$=$b{+cZQ(t^Ac4PA|O=CuMUh|6ei7J<%raEd{pT-O8&%JQ`&%YXc
z?)aP?N7wGXexdjK2Oa61^LEdjwyLG|SmFJktoOIB*fpawKL)99g4MlH)bZ8Wm7Ky5
z0U}BeL-YteO26;4&2iXe-R_X9BH(h7bO#td8;M{jtvRRLj=AI;n4k0Genhv&8;I(+
zDsBLjGvKdz0Qp3b@v;aiLH_@Yrvn!437am9H<dsz5DE~aX{oHf8mr{|tARzsC(T*4
z8U#Er7))de=TZ1Upo6>&M|nfpI~HfTM-*@yC?>R|pG6Mg-gNSd0cF;b)bNL!e!FSg
z%^!SN*Z^vnsIS&voeoB3$66!7pmpev`&Iw#cl-aeV{f5w;*-LQ<M`gL#pjPLsgYuj
zoGknuVh;277W7sBCB~qylCktf%zyt%&hPQoldTx#Z1q&QiB>xPjtE4*@Aub>$$+DG
zGFx^U&<RX&THdLy>&c?kTD59U*?kdXt4i)`)#R3`K8(XK``fU7Vax!j+(C`2@H9Qk
zb#vSF0j^&^?Yh8GKXRRQ;lR*wOw;u+!&ZbCIqVC`74UN7ju0*JVn~8H#WZQF?&ee-
z3v*#StmEMX&j~!w>9`)ot68_evTnSa1uV0j2VtIb+ax{AvoOQ5?$(TI*wX;`3zy^E
z1e8n+Lp$6OkS>AUm=2OTU1j_!tIO)O-mpHhKC?)Zvs5c*wZoHFt+y>|@Hv>E&0K!M
zA84B#&qKwQ<>0$18$j-05~`F34I&R!ZxJ>J>}YWHp@;m{7!t*ejXsPU2i%oX%un4=
zTsBK(vt<HfAPjGW0Ou&Q7*HHT2_}^`$Y2#OO$4@vMTKx<FsW=P%xqmT7yQ)=?mm{#
zW=(b}PpA@!2RHosBe1(~cC1n19Hv>Z=5^b5z8U#(O_kj=C9cxrrDuN$epg7qP8x%?
zV&P0sU?;5ui*v6H$-wiB(v5egPWgTwzf^fC{u}C6;@`DQHJAZfK&!GC?@*q>`|-Zi
z2zW1kGyZwy-?XnPzt+A^@huL^3>rp+RYSC<xz&)M=_#|4FtDVWs*7S~r4fXKSqLUg
zlNOAm2vLY89S+)osho<dxBbUFwm`<Hb4RKocqHLw{prjou$>LhT<VL(=1*i1uL#@b
zrRT9Em&B88ck{}bWZQTL?10d$apUO2Bb@yx7Ktu<5?CYnM<|ZXqHH6;V~MaX`RtTz
zYL;x0R@~GjwH9b7#HeH~2>T2aba<vG?9o~XIG6o)lot^%L5_x<XM5^y0=MF^RHN1r
z?~i{%k;T>ugCrO24m3dzJma)*(F2iobOH}3o~HyUQ{EAS@6PYqak%i=<P$5J6=hBy
zf9392*Z#>n`v+Pc?>hh*rne8YEFH$LCvs1{cI4?EQ=hSs=-Sw*nF~+kS0C}@o?o_X
zYZgo%EwrVlH#|PDaOL4Fa!d>E-?1;TcS0^h7cuF6?^&9u4~~{rvb?(Bn(KfM&H$}U
z_qGN4r5^?cm3=`+C*SGm;d?y$_*3MF>xBHCd`)3U3A37|M}xi6%W}Wc7rbD*T*=g0
z>#DYq-L7t>-+ReTHL$$L2w}_c5P(KZ$ic_(&v*}O-w-0$4I&Lz*7AT4bXmaim>VyG
zbkQ_5FU`?zri#ItHot!Y75Z%HX}n`Tm;Wk{v<8~cjg9}9fFO-ejAO`des^KdnY06z
z*N}pw%LxnXpeY(B70V?tCPoHfsPM5SMhEOBC>1k`N(u6tF{o=%T>-CKXxt$bJ*X-T
zB5L7AQK2F8g^uh?BJqC??YddlwEXJP-jBPt+&l4y!dn-vfsV1kpDg#QwUoWH5FNdG
zp!@K}^M#L(bnSa#Tj!hLvC%QG{K_n&HiLSl0{Poq<Szy)a?1m~F!4GH911ZM)_T|Z
z)|$gLqt*7c{Cc=K%nwP&z2q8}QbU-gIn)rV>A|F%#kFaQf;l{ipgU9*!b7thDGIbh
zmG)A6=DAX*-;5B-wxQ&5n8jJR)rJY2kP--CI!q}{@_DN*C4k~?yrYa1G^wS;u0V;M
zr^mQ}$IE+hvN}=|iAD(W;SMJyQ5JooU$l{i8RIMyL{ZQKFhsmT6k_l!W{R3Q1*a%_
zm1siS%runZGAxJ|84XUTm`R=Bg`&%7n9g%(hAN3in%uP1+?c>uetGEJ<>d$7d1dCF
zWt>;ZoLc(g_a1$=#WYoMJ+X6LeZ-u-pfGxU@L$JP2AsD0-`rkgG43tHU=FY!-5#%k
zgw$Y|?LV*{bzpvOT(bFTT+O61U71%iBl4%hr}F3WJ(=!do)>o}_YnsK`#xrf7-9~J
zBg6<ps={0`mub)R5O#)O7(9dQ)FInZ`nc^)`lMiY0*qSVbY63WC{+#lG%dEEuI^4e
z6eAY^aLpbf!)mBT(*cP&DHkSkA};=q@9K|j;ylCO_xZ=!=h%04{NrN#?EB%n*uKOG
zapJ_rBvwNBg91rJH714!tyT&vj3ld?YAkEUD50nonL3Ge(ni)*v=x8A3LQbJS}H<^
z)~@YFCvDRt(m%$eX{q){7F7eAz2Dg`87s5wyZ5_0f4c8|zV~^aH)!|+K}(1U1uytA
z!n$M%XPTOX6cHSDhGRw;G608@%sJ*G<|bq3m_rO<y0YhtcMQ^D3>YKEZsU;gjB(O9
zZ8(e{@WJumT+k8>m$EpEICtDl-2JlD(pBFc=H{puS9t<Bvpg}`0nVV_1o6wu#fFP4
z*PNsQh4&A{SL&z6(8Am5l4eYl;e#fymjasgsu`ksse3esmYS}aK%0IDpr*A45y?cp
z|0J*LO<VUq(%fAbd;70l+J@T)+Sez-9+!=c=!5OnL%O(sPv1|h)yf}V{#m8)<d3q|
zBja7t`HR&tE#Ogvy_WCp3aGH@s)t^jiTMEE4B&eP@NL6#X)9xOvTYW{wb^B}+w3e9
zgGIOMtnSjAMl74y5!YV!DfSra`A%vs^QQGp_C4!+>@DjpcGb4ZvK~|3L`e)NiayrX
zwm_1lZ?=j$=fDmMvQu;*D7`U4-nWZPOcE1{>R=e1G>y2)2-e@xuoga_!5M_zoG0!f
zo_>)-ao~jhSWIkb_XpaN36jJ~=rIz0kC>+yG?dg5B;aVzyoCuEtPPj}t~6-VMe!-F
z6shVJm(2k-5#^yZ091=LTw#2RzhypD$Le3@`_8o1DHqltGcltzSOYDv1~C1<;L5h{
zoE&LV)#lfqXbnLzR@T>`qJ?RFI_3HH!Q#sR)Q#NC!OD(z4_6<d<=8-p#?`~m9gRRA
ziniZfvL|c@P!=C31zFyfuxOst)A8f+qlu&13#sF2R;_DQ(|y{NrrI?G!9Hf6Ysxj1
zxNLdbx?sPQxTIf7vm4b-sZx42bu4XrNk5f-)&2|SHP<!m{S>p=BhV&wT)?sGqOeN|
zK~Gll!<A=3*n3?JDQb3&d?{#W=j%o+j`_GdBnXPF$FR726esfXUgGV?v2YLlzq5(&
z?(rpCx_jQj+X1U@;U#3c80ua)XWU7grh9Rkf@Z81w^9qUY&IiB=+Q9z5Z}-?gYqK$
zpr|Mj4^txUlG1k01?ksX6F|a@)}%T$<dOM7EX6tAo`w<I>edh^xd)LWW$GQ!Ew!+w
z>Y02yVG=HdTh$XFdZeLw4TM4aKnT5dEA#;Xbq|jy9oIDQS#7Aga{9-=d3e`vUs(5e
zE;zhSB`-d-o_8Lp{_WJecdzzt!XSB%jkR6#MLYc<h|1yzXR9Cn{A%^jCjx#P9_`RI
z%@$8IZ?4`dtlxk3i4$jW7e2!~9!lk@V*!6^_d~r7;enEGNP#{8oTBJZ6rtpE4G1*P
zp5EvH5_n-=uuxWAAb+}~bV*`bQ3~{SGdx!)!82STUN~2<3`$}Fp81u+&>5I7W?*<`
zp0Qv_Watd4SE8_|8Z)HK8B+1oxs*i(mWF3aUstn|m{(LqP7Wbjx&vUSnRF^82q99)
z=N%5lp`t;4kPP;Baaj!C-N3ukXn4;sDGiSf&kvs;whl`ij$?xRy@<!~9py1Uy>Y`+
zb-kXf3wC*8wJ|`ACWIb+d0^;D(cBwG{kSGHiI}Hcj2~3M0osI8faU+Wa{oU_=lzvU
zuF;rt;hVvY`8KlHR#ag`<4Um>ljp0u?l1LPT%Ex)_eOV)-iz@osHVl_Gr&HMPL$eZ
z3IHpKL{Y+$=u?!4B!Vk<NupO#eO^MaBg{qO5fbTlu@p67lRB`(;!d{2j<Z)->uxv@
zwndWZ%}7M-UXt;+d_^Xma!KAT&&cOtU^nv)i8jpK8;yJq(0ZY~2)5<H38d*FpM6<+
zAZ^;0WWZcAtTcG{Q_BjhG>vwY*xDj>Sl$Bpq$H?;07o#9dpM_#G+rZGKYQART?_cp
z3vD9ocf9w4Z^Srx*`ybKbvfU`1J9f94b~0F#C-9!uSvbE-qW4ScA0&N*>7gQXicz6
ze%Dq^v~aF%zkdGgjj!}?*v?pc!}<oJF9hqbHD125@9Hn7E*{*pV_QBNV8^`S=4e~_
z6Y>YTBv_LU&ejcU($L9L?om9253A#?);V=9aVBB82jmu|1|cwyC88z}UE;Vlqs?nJ
zZ2?~{@sgY*fG>6shxU8)Q%K6WQt%$sEqZ5bsdc{9LR-Xb<+_JiS*d^~LWNX{E9D|^
zsW+520i^yCTmBz}A=8=wwYjsmx2!?(#(EP;L2cPHabRwL2mVVn@g<1P@5_6fTV9#3
z?O$deWFUt}N|Q0(<r{FturqczMmqb3bEAE)qU*?}MRRxxO+}}~V`w%yE50PYCjMRg
zx7ak^x70`CzIb!o&nI}z#`(Br&W{pEbLQ-83n5bwb)}xgctO+@wL=nn6wt`yr6D9n
zC5%uq8u3S?5tPdz)Go&Sq8LLsCq^xC97eew*k8IPMtxofLcM(vK8(Zt>_@JfF5(LJ
znOYW&b(=5LM-|o?2zK|y;>nH-z2~L(GD{h9CG&BHWLkRr7VyItWT>PC-1aOLys}wH
zU_gvXgIW*(sD)Y(0V<1r=#hF#u$GS5jA5JR7vU_Jfgu=1z4prGN!p^J2?OH?a}-vA
z>8L!>Yr))Flr10Qagwa<?FL2BxbnGB`KQgjqg?Iuv~Nqg2;4MC8h>c{9-t}<kKH-4
zhQXF^8`cl*41XikHK1uY-reE)nq}wX*;bA2dhzb3wo`z)j3?gk`G9Laf5V-pr_xkY
zo{vU3J}QcwyFeu@LM28a1(8vx+yu9Py74lR!Bfh7G=w=(>_^xS(~1!Vc{vZpVn_y6
zVGs!g9h?)Bq=$3k-EQoj9)-H)y~!ww;L!+1kwZ`((@I@NCdyPfsEVxCB5D{L`eE96
z)6CC$GRCZRdJ(}zfd}7l#T1fRzBs)&%P(Sz!q8VQBXswC$!P9D9MAQlNoic3k!Iu{
zqB(9(nv*Z0i?Z7)S>?2~)usH0?P`sU;=00fXWu)sp4r*Q%+Bt5W@kLJ-d*f9!E3T$
z@DN_&B^w$ZcG&W03Jy>g(_$0T3aXe_s9GKkYl|dp5m<#r5pNdKMhGF2(nz7CmFXiW
z3YO>(98rn7iLi&BJ6<Y~x~n<&+&lNzob!F>`vPgv$(EkHayF2IWdLSr&JI&9h*<Uj
z`c>>SdphPOu(AOa(mHeHiVLhe7;S>9Ul<-vXd>JdfhMB#<Y9To1e=)Bll$l34y=DW
zTfsM3?lD7TGOY+<6X60hSCAn;ZiDg8z{HjW<&r}t`HouGiLNf2noveJZk#Qf(&iQM
z%uCZ93r8=Jb9*vVNKK>E=GBjj_SZ&_ZCwHdZrf!0eN}@(YM{(ppt=to8wnp#iGFKL
zYG>O6ecnNCFmgw{6B~@*=R7XKRmqbA&5L|2$tDBIV72J2+zFDD$01Y}s!VzHl~*^0
z)vH*^;#&v@u85A1{my>(5xVFbAP4A=93OdZ#0Sx!&qvx_Zl}lT<q=QvH17+?J?kRt
zV%r?ubXTM+USuu`7vqD`hi+<FMMaLVg>x<sM@6KL6;?Zd05u{+l!X>qWY~~R%*stN
zDKnhJksN4J>=Zh&HZ_>%E^v#6$6pP%T0(VV9hRbtu@r4Ym8=%mgStm^=n+v6Nhjmu
zH26+Y4Tap0@lMG6bcKd|F%lvQc*7bY+96~zjqtY$nYOC=69gzPKs%gwJGs20^yHC2
zad}eU@-#eT>B&FO`tu<EAHd?kJ73-dyEDE#ktzRL(bEiC3sr$OcaaG>sry;N0nFiN
z@yMIpz~xwQeLR|l-YR}<9ySks{4P3*Uc9oVxo2tr`q?YizIxQLiZ(mU+opNl9R2z_
z@}XLEc;Sa{oBuFR4E*o~14X`sGpYl`3Q-U4@&uq?1e*TzG9d%{>AZ~5zmm!~>!>J<
z@FVg!iaqU)5r_t@sVJa0or>ziRIWyAIifZea|Srl<#e+Nl(@S(yfggEur2&%R!4et
zTq@T12%4qI7J4;J(m&Sp=e!`M+ozgwq+of9MoR{OCwwXh0miQzm69411wO))PBoaw
zB1wdxgsQSg<}0%Vft^AoZCQi@-dIcvaQdH6$R%XZ4?w~;Kb8-<dT@cM=<Jna&EK9G
zjm|27%dIkxA6Rog;qU3~eS=(Q?(N7cnx?+kVcU$eTW|ONP7%nyv5VxvzT!{u7i=+q
z=J*#NEKKO=55{ae)gEb&t=H@v#drhrn0bLczWvNTb|1GtuqWi5g=Tu&mGxS`ugDg;
z{?LGMN<OaNWNrq0VT>Vp=QAd;vb?h8Rlt~Qf<(9Ah66!(JYFwNIcO*A<-Fk;?0jxF
zvo}C@)7|X0aJSN>?e`Xi8|a4Dv$*0zF9K@1V+f4Do~nj0K-?o9P&R^6qkPV9!`|YY
zHlf~CLJj9_6P-Cn34Pb_Q_^k1?Oe`PM3U8;5*U)>p3v|SDyx#}qM&%S8dc-bO8L0@
z>T#)K!7@`A!LYpa%$*DPN)!VVzZ`BI0%SIhV8hrnjEOxD<XRX9>Ou_E23k)5P$QbA
z%VAYRm2^}C_XI)bV5@{A4L*L%2MbM!46mW800d|N@QiF3rDcqEKFx_jCxF#peXKtp
zf`<W=2H+vakyvnGw>UWjva>3w0~Eo<;fS6AqMuFbw$Ey>9jdM=c3(07K7Yjg4E3QY
zD36Yq*UXOdYnN<aR_t54ebH)q*KYST{o?6*)PtO;4jnc(nSV0BHhUb758g5Fn#X^$
z^#>==0yO7P2|5bv(7ysERiXxMGn$r)Tg1MQ&8-UR0&#9^uCgZf9mT~F4#LSgSf{-%
zyFS_-?N;`xpG5zt-pacB!+#dP5gtb#i;k?DE|GsZZ=u#oFmNF;@)*1zuPjQfQI(*o
zDm&EuP)s5nOGI}nL&_t?#wsn!EyZ?AK?<LaDXOm3MoZ{RgIB@iR@Kx70QU0jL_$%V
zPL~^u3UU}8nn<&0GJTgX*+?TyS7{(K$}B+BEqL<RPP>dEmh>-x-Yr;DogEu4uwzf1
zB0Fp;Vc>wq;ju<&3fvf-TMBtUp85qm_6rrDwFFCNL6gYI2|+QWMf7TILNJ|0NfAOO
zT$4p9LC+Fmlx@tEJ7Jt3FjrqDs)6VzI-haV`Irz0O-JKnxd1o*4|%*0w%mscf#l{x
z31stI9t5+94D2yBzsw?CBSQx^&HfRZV?<L8=2CM(YkvQm%?E!?ZZLbF=aX5NwjWtL
zT{3g6VacYE8_52#_b2Vzc=Q)onQeITg*^exl1DX0UZ`81>Q30470AQ5GR``I;WIT%
zhE4giikzvM(2#D(tWWJr?Mt7mFQu>42l8>Ejf^8yLi3Ce(Z)1L4P?W~iJ+s~<hUeD
zNGd^h&8ci7L{=ollc7|GaqA4lFfl5|*t?jn)KTUHb%DChI5R1Rva62VM4Ormd79BG
z^nJ7g{Tw;aazbZyQZFIasNlq@fdBfbj9UWh14rkjiM5d_C6qr?p5jBpm=XZ=g`t8q
zkHO>=IxW!W3HCwZ(QpB=zy#yDm7Z~uGhbd|$TrHxkXlO5Y@l9adZ^c#-Kkxfx0v^+
z52%~eO~wa+ZpCJ)6Wmfjg>osDNgV%&f_CtaNqp#1{gc9F^4F8Kq-833>twR+8kLIQ
z>s{9!iW}KeUwvzd`JYdWEz9a8aSEqt6CNMjylYZ>@8x65zq;_!^z5FfSm|?YG#gKS
z`n|a|YPL4<^49kD-KYL7Rt2k5Bys0n&*Hka#WP;n`R=M?Lo7W*o`$PBAJ9z$x@F?M
z%Y*`aD~R<9rp~D>S1&6DK<=tyuY-g{pSxV6P(wkEvx?%8;|%zv&qZ;xGA_BqYC<Mi
z#!YNSxX5Wk0evlbNYC^LD<D~D5e^78L1rZ+OD)n4>41#A1CS=owy52<&1u`VZQHhO
z+qP}n?wNM?v~Am*zvtU$?>Ohif8*SED<fA{t(C5dcq=Q{W1Lo-&rA@1o!7*kjq9O&
zVr{%T@YFQ>qSyPqZz<y3zt64reseYU(|T_sC+M<?&g|XW;lp7%40)LY-<uf3a8x~D
zibzX@Ek9(XM4T#c7Rc~Y)0_oxJsl)P6~hP{q7-3Cr9P09)CGH9HRf}!W<kA06*lL0
zbCz(<MNiY}3F&2AmzUeKbL#f>voBui`BIeo;x>4BtecdPzm;^#unwKBa(CdbKflqd
zmdJHS7YXWqMB1!TQ=iH$zALFdf7~^dgoR)*aX!x<#C~u4^ZG+U;;i*2)5soNBVqDm
zee(Gx(pezuwecjOF!>~0Ea{i+A?UNgVfP)CiSF(#H`EG(FiNA$jw16aD}}bhw)BSV
z2hFZ2N*}h!p}6!<QC88_Wg<L^-xklwS&ZzeaD(Q|)ZioL%oJ{*0?k8Gn%|!(0}XFG
z+g$EAKqrt5*(<s8N{2ifGn$rWXN+h6qQ{&b3e||DvC!mzO!AtaauqE6_1Udx)0~tM
zYJd6+N`WPD^Fxffv{R+*SBU`kTp@n8DxvpA3Ro^VZvsgxP9=rpA{J};8jvE&<y7Vh
zN*=oc-rY)Noa=>TJFa@=uxWW7g%Pmg_15hrnd(Sj#Y{gNI+|z?O;A%`4}I^S2LD$M
zQ{|Y4>uNt2%jGjMU+=7W-aag^;<ZJRx|(Iam(7u8k9+FJ8Zu}F@p}GtI_>5){TnEG
zda8F|+*d6q=97J2D2jSHe^7%cd)0Kb6IOwns6=7_FtC8&kj-nj)^>KYS=0o30_L*g
zJT@<oC0Zx{5sg$6C7`Xuz`TZa<iKFD#5|+R=BNbw;(I5UAyG|jfMappf%jcUOZGYl
zL4XewS3p2sqc`KUh`gAte5pvvIFVRxTG^rLAXVSr!1I-!I@&$X_p@A`A_s<ZWGMJ(
zXw(d0sxGI)H0eS*gqX^<CxD3RF1G_tB@P_H8zPR($;XZ4PFvhpH0}3@0R#Ap_R;>n
zTns><iK(Lb1LMuD2BI3i{5OWQu@7X+(<OvXr!#1y<;QDF6F_Hyh$p|Ae;W93gpRZj
zyB%&(Z#wyet1Yt1&8BUt*2!c4z=I6#)YeVe+0FXH<b}SUP;zlpLiEAMVyV7Cn1fn2
zk~QBo--V@xK(I~$fcoIyuu-bLx)RD|28UUyz)BkJGa5BYu^%|l2j`dc4*h~Kd7Mu6
zLROp;5%l4Eio(9%2T%*Fo6Iad+pGXEbk}GN`x_r#o(pRO{2LlZ9h;s=3<i{q+`O;z
zqK35}vk;$l2i2ReCMz7s*w3|a2w7+kV5P*G0ck3uSrp*p`PEM{ciJCg*w!I3)Wrb6
z9=sVKWf7q&Bh~JY%t2AcL;_V)NPYvC>qIOJ8Arl3LE225n~b6@3m$_67%}FJczJ%K
z`a2P;7abJ+DtWpZXLL2%k&``@4Z;MCW5-HepQRE)n%X_cJ^H9lhQRKJ1cy=P+piMv
zRigwl{3T$;Bmw`~Fq~%zWg_akPxOR#IfgSp+tYq1>X1J}4d8aXl{kXh3F}V#2$X}7
zTg5txM_PA|g%VuZYLttV<-3L_ZEP9Oc6X~03j?4lli`v(Z3n&sfndm8t6dG=RXz02
z_TE>68wM`6xAJikF|=}K1^ZLIwHt*3XC);Bed%vwT2N=$L)FbL<+Vi5x~(>!2N*q1
zlZ;)JinsdKZa!QhJ?&O7W#}jRM7{=UK6EY4`+FgpnTitdZ-XCUt$b^>LDb}mM5WuY
z@&Ty|1ZHSqciSglq+W&Vs)Vf1B`KRqpzUcqId2BHj%Vl<>j~Rswr+h%dtIv~7vq75
z2JK!wH{@<8*(biBvI7*;CiV7ur|S=HirZ83`O36B^Q^j+kYgXmyHuZQyXz$2%c``O
zIQ2C<<b5-8u<?2w1Sq^1{v1I=$#Y!Do@JG8mLmJvx0MD(F=5dvqd)dR_ls|d_F49q
zN3}+yceCm98D@Wpv`=j$;m9}uZ;(HuJX5<Ra!qX>eD&YT*5+jGSl94QleP{Ia()#)
znS1Jkrf|Vgo-&hUX68PJ8#pAj3vpBAqSr-U<PATM$koF~m0}-?KxIWNEMQ(qyTQ56
z=LoGK#bK#ZJn{g{f8g`|)H}4m)FbaFx;R+4Q9;fq@gey|9g|i*|NJ?-E&HWYn2nKb
z7k0^cBGRL57t4Uk(iil~C1iq;M8UKVGbIlHSTlq&^P?H2s<JM#Vp{bvPpy7;MwOBU
zshf|K!g^M1cHxD`wQd!YIq0m(O`a%i(fi<lMt!%--}h%hVVC-FaBvHlgx?-g5Fscf
zHuc!V<0G9i&bX+Ty;fBDv^v2NoQF_9$vpvv%9~9Ofj?Sna6VC_oX-P4M0_h~7Myv;
z&VroKq(juP3T}LBsbN#pZhUEC_fot@;&G;&gDcT(?QTjBki)3@hLznUqvP+Jj=Hoq
z*&*8jX=+I@w9!y-u;s<A72liS9oObokTszW8==FP*gDu@B1OvQjawR{^=aI%y(L|m
z6XZ_=o&+6E%j%WB>P~hK@2hf5flBs9<3j~?_1@C5HYp3T?&ag_*-P~TP=qim={P$~
za1dg7`Q&a~0|Trrmi3esKy2(tj-0E^v7l@q00=h9B-j_`=%bO8%>%<HSngyxt2SoJ
zq6|%qtXWwL^kyrps*cTmq7V{ENlzcrKuqI8#?DaN-6t{<RkfNQDlKO)XdP0D#t1S=
z>J(bbQG)LA%9==bP!`G+r=2V+R?>@^N-f}}zT8R;)F_(-h&pW@3W(53-y0Yu+vqLD
zs(I?^`Bz`lt1F$E;eu!>Kr}ZDz<*FZspEiY3KAgf3f{^YWD{f1Y1mPEr9=7(=3cOm
z<`~F2rCD5IUg68h%qPYEyeamK=GZbABdOM01?T}W1ZoGRna+4+SK!f}2{z^Zm81<n
zbM5K-0lqKS)8OZ<wkw?MastM!?-mV*F|?ZdvggO3^VlGhZT7Lnb$lT;{rzdn2Pzrw
z_AAxXDlZwwG4?wIEG%Atax=fW4yULFr|3NcV2ErHzf^#1bZyp&FqvX&N~K94OEOp~
z<dYaBgUX;YlF=nzK1C*LDa>qs<`ULZw_7MpV&3u9)N9Kp_ssS4moI)`<zfzU$|v9Z
z%$E0<Q>z{i0dvT>`(xU3-X`j$&b-szXkMt-jYrqs08Yyfb!y2ChSrTDg=hhy$*x@u
zM^;bRO<_NR%SX6mf`vUS3*>tn3+$#EUq)|Xc8Y8iv+?`A)tlE7>leq3Z!{9Wd~GR|
z1F&gvpe_D<sIV}h2EY_b`=#iW9|#hxtH<n8e@DEONIRm<0MfK*xWhS)pwbC*chRl#
z2imtQI%1Xt8Jlm<|Ll1-3XhSvyHY_0I-NWi=bXk+%BU#s2&`J_`GbcW#TIQxWG}q^
zP1yFEF*a#<@-gt}<;**@wtL_>3S_k%Aq~Z+nbZzJ6Ec{Je=b(+?5sUc*Rb(moFCyB
znz!i=Q9pl@<V<KTZ$Wzdfm?nY3}To0cGtc)pkhl6=)cc4s9il&azv-3_@@B&OQw$(
z=7>Jf9D7YWO~?7L#+5Ay1i#XsrZq+r*=s}1h|(OwzHkJ^E+A=pf1|nIprGH7qR%~v
zPPPfigt@Fm)FXkiVe#;REt>pk%Mrp<3GbNGi$tdcF=ZD37_(s!&seHem>spV=EY?s
z^MeC!4c%|G@CvI3*I)E&t=x7HBla?ZLVwfMba_m$1t@@aPu@Qt^@%?JLNopmP%0w9
z6{60KMP?yaNRlC$*i2Om5kZ{bDj42%NG$1C35jZ4`0YDL7~3rtdjFUETeGV|(U?vb
z_xeXy;eJJ0<NF7AlO0FgORVYEqfb0Xo<q+hu6<H_)FC4BW@d<OP3YgF`yE1|wI5ip
zTVEq0OxV(pN)ur+me1OQ>=E;F+;wyN?PX=}bdF4n4@-x6ZKD45YdO_67JM%=_pz;7
zN1^SbO0F&3ahMeT)7Ztqa^^aAW37TtI3~+yO6K&eSE%seiL1|pj{v8+)SnV~v|AVi
zHM*tQEJGb_Y*^viDFC;SN7pa#Be?sZS5UX0mZQ$&kI3h`M&AUqH--D-;%`z*=~dZF
z#V5sgZMGc0dq#^fU_3|q=*Thry?mU*&hR+?C?BTsLuqn?m2*>h_e>jo@AfX(S)DvY
zW#{dC5K#nM*8U&M6$2&v)*u_8g$hcNzdR394V4Hf;3NQsSbIacnZkHfWe;4OEY&f}
zpv-sjwT1LC?>FUJxWgFAE8W$V7at<--Kth7zn3KlzUG5D2<)X<$AEVN#XElzg+z$X
zp^F;0kw<^%LM&+)FK*()J0y|CTNli6-r586%<^@8Ayn&DYWwt8W51Yghtit7PR9N^
zT3mdF*LgK#zKS_>r0aD1>Z(Gkxy9Y&X?Y)%Irx0Pb<<7ez9bSWl8^Ka%zry)1r}7<
zw-6F)#vc)nCA~nJTDP%C;U_;l%Ar0798~j&jgffL039L5qQ_1YEJ1LADwfbPj6*lk
z@nX7x$R2yl+;vM~mzl4%N(RHi1+`zj8;Jh_QHBEC=*V8;<I5A(s0K->LgkrRV;|n7
z2^iXa=Ip6RUCUt|+*DAq_5h(}AQ6vYo$HgqGb!7^JaBi>bYv3JGqtv=FFavoEc+hh
z{li9>8PVU=-zYnMxEaE1V|W8ZoZ$Yf?j!ANb6e=S9+I5zAwfu`|Czf~fj(rmgO_W%
zC7b}xzY%}&GzD6uaVHjS4O-&Uk2n%@k+amiZhQSoWO-!#>?}_T)Zvfs!x$5tjb10e
z9{;-f)^;{Aydv=8<qQaa=$JftUp9BW0Y8`b?P;yGU)Usb2ZtR`8eR5UFW{Om%%+~S
z51{xjWa#k26Q%tK_U--@#@pre&s8=hywzz2ywd3-+p#MiRlV(LloQ)dw#LF~z<L=5
ziV7*LWZx5a7N2B}1fGWS0gUL!iD_kjvhp8Z($uBdSXPuzq8LwwyQj2R5yiU9gGeBD
z{4?l?U(d~C`RHckS-YqrFbWMF_Yf1TR>UUeHJmI$ESS{N_UDLGyz%BoU^3+%lI+-z
zH#S5;=JxcnO!xVQigiukkIkT@m&BRL7ve)@*do{!(tUt-f&D4XzQd1FpT>XkC-+6R
zv=0!+q_}_1$h(B5&)(OgRuIXiIV-Xq1ZNK9kquamnoFEwQm1!Jsvn7ATCywsjL*0f
z!cUVS0d3DYANo8xp77t(tWG8C4aLl0OB>kB;J>P>^vRED@u)7a%2a12)=(2WQb_`|
zbiKk+2+qR|yE7oQO?BQepstiDGB^2fbjw-*fl?P~WIMZG4wh3Ku-@2OHKkp-l{T2a
zY6gnEv~fMpV0D@&KOe8%BpJ^u+B#Jwpm#N(;K|UL)%bWcqaqW{Tl?ICr#uJCUA@n_
zzVx~sJ-wUH-A%#u8Co4*l5u=))$8_+hPEl#@-1j7DRSG-syg#jYQV{0()BrW>1c70
z;cX)}mxjCe*(S^5x1;EAJ}Eb*%g)+E|7Q`mP1#(p#aUq%_sKw{<@;M`9s47**+(ak
z&z+|**i8=Po(U+=O~XW-X%)xfp4!-_Imoq94#<#kaarA6rsm`1^S~$=0>N;JTFg7>
zp&DYNL?o5;^n+;8EW<=@Azxc>sx_n}#yN7R0j-FB(kz_>le7tq>v)XeVv&J(^i&X|
z9S0qHG!zgc#O_Y79nx(mf>j`aDM5Kd1pQ9XAh+{0&|ye&LTxm0U4Ece!`vti;zQYE
zaT>N*Dh28tJVscp3`|!hCTnxkm7kLt*%`3t{zPKxjI^7H%xODOo3ey79t;{1itZMj
zO=4_J`eTzfC6i(qrW$f!O;pqrfn?C6DD4#+W6R$gEU_@SCavPW>QBJYf)>EYtAk7O
zI;0KG1WlAE#xVw9Nmf5#5@<U3F*V!*XCU49TWN{L1t4xo&~tS)sChR0Ko;;Q<pw7!
z=^L-$q^g5(?}1TW0nR&QmPOYYc)qsR{2=L;S6XYRV($}?9`lKH=aL`ug(V4TG)gPP
z2-h8Igq5?|HIvx4QcW9x-A?x~R*>{PTy(HNWY%m~!C*$$Xx`QB-s>-wy4!6wYP6J_
z1=#ZW?@BZ}!7cT-W>M~!;6)jnTN<6}4%p*>kYREsq!L2ExR3pO!2!OeHji7c`LfQp
zHYTmZB@-*0ug_4qLNhZ8%;~#8-9PQ}@Nzrp*S&AW^CsxED^?61l9Yrh0xo3?C^KEL
z!SXJ+2YcRH8oQv=3&C#`-F}#WkWPQBUMbIj4yiDVi%V-m8$yn~))z>CkS_QNK_`a%
zU}%1^o9zR5^mu6*aP)gcigV8r=w+t^?fFqCfa8h@|5X1YYvR?rQ18C!D_49abSx|a
zBkm!AKJWJgvum(LGqh?0H@Ya3fpFNs4W<^Zl7<XV`E;dIWl_HBBBna?Z;=$aXx4uB
zoe>{yiK(*3wVPj#UBD`76-n|HGR<2`Z(LW)n9NhZN#RzWhKIRccT26JD39AX<K|)4
zd1rAnRp4ORVS;4B;2SK|18v>5Y-96PPM(0248J77#^bD8m=sM}3s3i)PnB<#PrdG%
zM$Dv~MmiLY_V+{$h)Qz!>nD@#BQ9B*kuV*AJr9N+;z$|}_9Mb?a;Wlg5Sg0$9a<;J
z)g>rJMpQ?WgMKj_X74GWu`hd%GFMFR&dk3K=_YAIgV|#yo>z95H%3RuEP3bj{Iu5p
zBb&uhTDhqLL&p+F7sQd3B;0=3YMC^a0iNP?d&zP+KTI=Z<(e@C240@6^z<U!!pZO@
zOaE3>HpAV)k#;IVJvwI}`Ai6xv7RF~S|z-B=H7I7T6+Ea2OmRAQJbj-FOK8+fWBK=
z_v`ttiK|tIroBr5x-Br>2dlfmkI#i4rbz_@%PZSpwhe8oav#&dWTeJ>r_P#q;e1DV
zcX<zdsNBbYdhdY$h};r>nOrpfF}X$i0+^^CH;|(yb&;A@b!t!&zx?^L!w|3na&GRh
zwV9j9|Mk|9eX|5JCp0a+|E$Goxw2}xa>DqkNT;k`Q{f^hdf=cT;9g{tB9c8Jyvh=Q
z04+9?4c~lg+Fkv85;GI9cVbXUNPS5#v*5II%gEeA=Q!K0zTXnI-AWjC+@1(+WDMB>
zGneFTQ5Yu*5UnE$E6J?;2d}*#2w`6~dp=OXI^xhQm(bR8)F0Z$859M?S^DOwsILPJ
z{;?w`-2)x|G+J=k9las|BErS1=(q?-ngP;WMHLxiX2o|N9*#tE4C=;ss{`8uG^beY
zW_fR12kA&m5h;*2|JQ!Hf;iwIAMTFk&gMqOjyL#jMoE2mPFjJU6Wi`aBn=%xldy2<
zD`*cUd$hj8_V~E;Bx9DJAmBv7Pzbj45AN4kT~t@UKs|#MU=+WR0+6HZv+x<96e&=*
z-4ly*tBgXKw%Jq<`j~yUTlSU9qI^}-+-#p|b_4bE(!|I-bt;{0%*Zxw9}ll?R&nH!
zyH{s>thrg1UspBaSe9H!5OxB4vvlQVTSoEmUZm{BfE{6&^(+xD`vQ<t65`H`+(9g4
zM+`@x{qARp{r9qGiT=;&%I;-wZg;YDO<+erxBLZ%0mPG9hmEsOf=D*FllHRwOhASp
z)b)dyGMOny#I^V;C72ZiG?KCr-hIlnNiUTtbl?@JiK?!7=!)3dP5dij@R-{lox7KB
z*KAj7IM45O2w6dTeNhH4WC6)yD+*fc1B4Ru)^(gaXk6(~OocA|Q8>E_fB1jT9)Lc@
z(Us8%ori|dlv#zU&Mg!cxSVw6h*$_s(AKxro;)F7(Ki#Quk*aA3SrN=sI8sJb;JwR
zSf{&|FX+|{jYQw16kJtr?AEOF=b?DvDJ__k@@nN(v7N<o8hi7juq2>*87crIlNThU
z6{;027iHt-L^RH=S2)XU1xlgy80)muYGvC@saLyXA%Zspy5^f%#T0rH>hP*-RW~%X
zbZ8chqVCuijV=~)ok3rqA1i_2O)fnMtp@Dbnz+!&s%kFszqAVS3cqZ+V{Sjf+#!u`
zbBfFYE|DiE2k*GujYxAVIUcDDcOeN%i}3mdZ08e>l(mkkYcnu-q#W-KdD~uFXw4_u
z%FWl9=46tkm?ToPK_lt{=Cb?wy7$@ORMRbKY?;0M;_dQPvcGb;a)|SMf{5vKLhcIN
z-hU5vi-){;iEw~ob`h_b20``w5mq@H^~D4)E=1%HCmoBo86)6lg-6JP9<tQ2(i^+}
zEI@qRhXj`4(k|G~cM~Us;yL&S&u83NyiMEqIsoKr=;~OMELS$Bhy7_-f(qJ&w_Ln2
zgZ^1-z`h1^Mzc^`zEdfLx4l#me#h6>^!jGY2ia(UyJv;luNg-8V3JZUAAQ<ZN~KEX
zdRHC20;uN!^kI;x_1l3KYfo4ucS}eSb!qEt;XPnEbdn1K=bs%^gV`aXsDt^^93LYz
zN1zP1+YPS^nX63<^u2fg)sCzapOBPcfcB~iP<yDXwBf2kYzl|f*<rK_GymzwX7ur#
zM9;){PjPTxHW!{0=}5zV>>O7|xU@$9UT!~Nf@b?;R4=_^_#9J=q-RA}_z+{DYsQ0K
z@}gpI9a9saJ4XI)X?)$*_qSbu3!0?0c*yCA-~$uEJ4ONzYNCvtu5t}0G_CqrfmMJm
zEgRP|#2<z&m|K=iU5ln3Ra1A$$cPwQk!|a;tXUn<x0uS~%#3V|+NH3!8LY!*nm4w|
zOmkZ<?qwIT*8y%T8X4L%G@7yPGS^f`4*t)-9H9^J2w#k&c9N_>=#T>CY7x7|A#{oV
z%IJ8+?ilQH{lkz5c8ojKm)2j=!oKWg+tqx1=lyIZFccY=&_+L_FTI%8mnT~n?jKHK
zhq%D~);@L>pl)>Lgv_6eNnA=Pyj_ycdznEP@Oqktbpp5_m?)Z;W4m#MH1HC858#YH
z!W}}GXydfRSKunyR?3H_(@o|Aa2Rqv@^gHcFU&(IVef;oCWzNW+ca!X*ql@6Y(Dd4
zQ)RXMB+OhC=8OOQeUamkWwKFsZLRnH9%trx_r3Z0!=<B(^jIpJR3j_rJ)_lX0Y!k|
zOi*7%V--WY@_RG#CD1uJUePJ3rm7@pv_(-$ei5b)XF#e&b<xK{xJ)I0g*3vjJ}iW$
zN~Szg?y~FXmj_;-TO3~B(>-_J@iUQ#S+2;{PGEa&$n1*lQ6X!V0>S9-sKed>iRf(I
zJ6D?6IEX6AbGTy5Wx`z&^Up%)uq*`$dU2tIC`Jjgy`St73#PPrQ)YL7nQ`GJ?h}F0
zinxW+#TkN_BkksxKLg66_Y5RR?~;{Cy`w7@zx~dmA|UtI&qaXExi;&tPb$!KPPK%n
znnvaxm4;MI+KpF9wof$^()8x!nwAnOeK>Ol`};}90>TPl<oF+3Qm&dsC4TdQ(aG)j
zh*6FggeSy&pJxMz*tWD^-XFIv6_YoYHc8TmAQ#5LbiE!n?Rsxp%;b-)mgQ~Sm-T$#
zcV2E{qdA!aB+=JGh^O^EJj4)iAXCbV!g8Y3;cuA-5Ew$xFbG7)&aud;bPVV-^cni{
z^_IP9jt-h@jgXL$1>ELBE9#k%Q7Oy!4jK)ICg@n1&O@!OaiKfyn;Ew8YeE+=Y?`qK
zLQfVF!%ytT_i${Jv-XcTA}7>|l4>Q>owGuM=rfQ+?>jP_=UUQ;LEDDXxxRuOvQ?H_
zb~{+Tmq)|2ulYgs6&p`ZnKt4T0B5B9aL}e$EI5pQPX=nRE)`Rm82_qQZqhONox%1C
zWVfvK2)4tea{;H7rMr2-ro*On83a$ZnW<(ltwps%$BX+m*p>5k^8xcU+Edk!)<L%?
zUr+W!5uJ?;5wHU{%-sl#*}U?32v<{bu!JiWN&V8l(cwOZ1@3{VlUze9ZOcgm`OUM)
z?S1Qg#?NqD4sWHUqRj8w$BM;k))~$^UES9;D~A=Pk=TdwMywhu&X#Ja?`_$LY>TVX
zG>?bzWiIOvrq(k`tv_P9Kdw9==qy{F3sPY_%dnKNW<s#DJSkLRtvLH?scL&=v7VYs
zlF<?lbfX2uFFd4RjG=o55dtWn_;*WbZ5tQe4VuJ$rIG5xl)%F@pjH4E1+U+kZR4qr
zLQ&1hvhgScA7U8WSc3Ni2ew@ObjcO)FAy*<XDkfUPq^qY1n>QJXBhVA8^3AaG#;JS
zl&TdJ79g@p3N?vOD<!bO)-_0*!wHMX^@?^nHww}e7%C^q2df>LU@V^SyUxlw*9tYQ
zC(IXh>yN0hGTAp+wHAvuw@-YrateC4KatN2pQ#@upIffTO<8`FHFPUBfBZd$NtjJ%
zqqDT)8)==NpKFm~e<0v8w6!oChkF2}bu<2Mb2*02TXlLEO%ugC<t&3*-IRiMgC}nB
zTwBrDWLNLi+IGuJTAbmzYa&yNt-JI)>C?JOficE-y)t;9dPu>;W!}%a((`>D9b10X
zH}!!R0O5t#sLO9e{@&3PFJm7FUQ8c4@MS|<w!)Hk8kEyn{Lrx;c=0(2UF-5IBAMp*
zti_XYj4@L}`V=}uMmagC02(E;WGQike4c`_TE4hiN+6XyvrffMBc=K7kFA8|q3nrg
zw%2!t7JSNPZHW7Q;TIET0g$<2DY6WYBV1Ad@`uJDBvf5RV#P|!N;S>O2|(-hmX1QJ
zf_SB;>_|;YLS+GxMLuOQ-Xp@uGI;=2ehFGyDCk=00j7M_q4@sxc>k)fass_6fQH%{
zI1O`2na8A|*`LM1w<|gI?LHHwQqW_0EA;giLT=j-$gwDmDaMEl+CKUjn3W-erKs*-
zHDqM1%xsq{IK@hq_X~R64D{p&jDY!pL1N;T%qcU9>4%pZ8u;6RIFIpTIbIr66wE<_
z#fb<|Dfl_!B(+#-Q`^vg5Vp|MBlVTRgIgB&FDNdPeRDq>SSNbR8&JeV1XGCFCbx#>
z;Lh!fSBenKBtQu!S>uNyr||Tl!dlrK_Nvvx@GjnJG&O%_Pf@H=|0vsWWQ=NTIuQ_?
z$d=he68TllP-q=l9k&&m-aN;fKn_XL7|h2rao5_WROG%5D^nw^z&x>DZhPHIc0spd
z^Ij;kPKc){XgnT(-A%=!bvi6JLJyE%9|@R~q09Y~0So|ynmTs*M*Bsi9AaY}6bjN7
zf+IqashPK8AdyiYTI~50DfitC&fw<8mKt^Uaku)K9T%bCL82Wy&l?P=9nG*EZBXCq
zG)TOq0hBE;NkG;Nt5=^FEGj;TgmM5$!Xws5*a?wOJk_L^Vy5=PBUH*Ajk~@F<f^vl
z+$|*EUnFWr>gSI5&m9pGRh{6hw%r|Z_3j>V2)5gFr<YFTSeA2HaCqo$XxAaxTy)>Y
zIZ&}6-rT%f>Tb$<i6Ursl8Y^8&Yi&%ph}C$+7B-<eaMSJDfjjxz@{&{^wDq$b5QOY
zeeHtwqe>!a!9cu8GILOx*(eQ27z%S(^hHlE?VU5SzM(3iIGgf~6mmi*?}Onj8JY~5
z63M_d7uzb9=C7TM+L*H59w&BmWTn&os)@Q>_LaJ0#uT>R7Po^3^OQ@0qOsVTDow30
zJdBs|uNfU?_aEet2DKZ6a^Pv<Ft^RfIi_VC^E&FW<CBFG@wxhhh~m7Wgq`D>)k9z_
zLb%|C)R^fa3T6BaX&u&Zpg|yV6etoZ`xOVf!h~1-V{!YQNKlnJaWf;w`vLBxQ3=47
z@Vs=hf7WS-z$N(z0Sf$S=Cn02>}vG}`v%Y;m$A??iAfcz*(y2~ddl?f_>1UD0c9VG
zR@=6ZWDJIM?s6xL#Ef={;=a6%>@8jgze?1eenY=2IlYJdUO4fwxmXTkP-Rm?3ykT%
z501?36g;u-Jm%j&z2{sVIBchE%YlY-+@8prnK=sjWB7$hs1g>lLehPMf~ZDL@Z$qH
zNEHL*A!eRgS8Xqo^gOcC0!1c-37m6<UaFkZ8z3{kikB?Of_l|_)}DEs6>EYOi;5L1
ziskQN#r9XGYCUJ(vrsOsTObyIW|lB|MO$h>`Yq6L+UvOBGgA5<3A-+(a%~r0{XPh*
zb^N`I1#69bjQO?Ib-x<x#P`Lsz1n*%_>pAaN@ox&5lx^=KtU2@9HfwLIm-NnB`U&i
zbqb}q+-O>!qN-3)qKrH%0jyGP^>YnuO+xydv{FU0#X^%zCdi_Et(<X=^23>Wdg~g8
zv9cBY)oXjk%<px2`=0mu{)8NJrYxXTPr^yo(=Ag<%p9c<8g-NkxxJqIc>RE5o0JXR
z$$~8U>9P_g)?3$C?#QIaXL@`pp|cA2=o6r;^xSP)Ju2NX2j{DUcOV7ikzonDKCFwS
zVJws*Xhf1AD@V!RsZ3Y*LiW{-E0y(!-q-Njt{B=;>Og?K8DY-ZiHWThX%Di^Qb2-N
z@8e2TecEbe2A*|Ax`7c!sZJ6oarBS#ZTB|`c6BB}oLzijL44;7?3S2Y#QT^fsUwvI
zt427Q$MlPVCJD{6IM}hJsBX0<g}VHJRDOYFZqyrjhSG1imgAGWjWU4*Rf04erKPZf
zGQM#Vp%E#W34UO?rZ@s6(FAQvsiUQ!5>h2$5LtxG%sJ`^F(k2VIlLPMi;3`VN~brd
z<qK+CkGee$J6P#9Fg%g98S>(8V%LzcSFQ09aY=Dz*3|wHiITjGJ7`{zRDtXc*_v+%
zsu`P{ktfW#t!Q4Y+*sL$?$k6<@gv|_FK>6qsry_ie7RkmSEK`5!@h71(4)6gwI64D
zm|7hZT1=*O6X`m28CcS1KiKee2~z?uo3KW^2WkGpkPYVpfDt>&>B^r3upxuAdwbeQ
zb$vWm-vu)Z(3f$@(R(qxQ;LUyLT@{}eZj={h5gG=z9h)e$;sAHNc$gD3pi;%!w-X)
zpw&~r&Az?Q?{FM<c=;g`3XJdj)#kv6NCuM$;-k$f7v5FwxDd)t&b<+RHu&1GGvZ(`
zvAVMcFJ*l%YiYKExCXn9x>{;Y+B^t6dKCaSe6H!<8(8UGjg1gJz3=h;1iwr9ka4Uz
z)ZFRxrpiOr8ullLt|TK*Z`l)faGHbf4-p)&Pj4;<Tnh{h9}U4dxPZ$f@?D&H1;u-`
zGJtkNi&dbpGBIyu<#^u_jz6ycx!Tk6PVrOAm6uPv2BJhY{Ut)2qcI|rodtAj2Dp!+
zTr^Ms)g#nCXaM1eKxKzxAdhW`0N;>ae;{m$CaUQIr-df+8cYRH^RB~M+v+yTBbO+E
zaLBv2?8K4Z?q`f@7PghcCON7VV2AKcMtdH5LAizKRTo-L@ZfpN)WD_y?F%VNxX8!L
zDft5S*Y&&Er*~T45#H^+Z;yQT!BUracJK$hjTbBtoRHWO{T@>&FR~s}y~_yrBdGyC
zeN{B^O=j2;hN%F^@mb-eki6$8Vvf<B854R#s{@(o<xGgJ6ONjXie5@fx+kv0xC;Ey
zMG53@^0Nc)?ufU1x}&HEi<iLl*~9hM^%I-G<;5zPuDk$7KabQ6N}u_xg+7pLw~`tm
zaIMKeV05pk-vd6Pt_;FaCSA9A#Lst=%k6nRJL-&{G4eO(F=qN|-sKBvKW{qGum?}a
zC5h6|5KejC&74D>!F$F;ggryNx>%E?c;q;UDpcENC6FoSduy9ed5Oi$Q+bDZsPHa*
z!D&@}D%Bn<CKE<k^4db@Lp;U0)#ec0MS6ZGO_f`Sm+5p=K9o&d5(f1b8T9-yf7Q;Q
zLhF~vP<B*gOreCL;1{`-6p!}&mG9XZUvTPZ!a$RUJYX`${ubrVrNh7Om5p>sk;$l7
zz}0#_mc0PymUo|gpE|@<ah$x6(nk5=lTt>>hVrFrqRpYYs}v*&O3|#S?=Gxw&@Jx;
zByz_GRo{AJzU#aj2U-9?PysA84y-WV|AQSOS7^TO6!uqLQQU&r2?gbc@>`X&&R$;d
z@vh9ypFmEZBw?aNVX78+uRfs2Vs=T9e14L%*+}{CR~{weJIKdOJsU~3=#TAc)*QM#
zdWV(mC2Yz16_F$TzD3Il4u<P!GXc^7lT6bK6?%aZP#Z$VkQI(W$ToOPgt@t$yg_GU
zpxruoW1UgXHFnmMKhh8nTwG&TY4HIA!plHl;x!8}iEyXN(`~tfG^-+{hWP|B(FY9s
zNj4}T8y9aMDJc7#g5S_L6>cim>moPqT(B(@l)FV}DXimH^&1CL+OQi!>*X(jWqEXK
zzG@<0eamde7(^PlL^se39#()^*(9&vt=Yt)$aa}|Y;sEalD<e<^0_v`v&x0oOE+Ep
zOSGq3LaP7lbCvs{-%lakcU}^fT0~u!GhPLtFT0RsXJAVyEvbEbyhOL1V1ui}c%ME)
z9<u6WXHdBFaR1D`5cdKMO^w|ep|R=q8eC#`j%=`R^fW&AM-i>3JbjpL;Hkg4(NQ-=
zxT}mjbMaO7#mAHJV8pz-va$8EfVoprcY*VMXAvnxTK*+HFtK~W2uN5TS)Hhgg&ku@
z%!(owGdCQ&S1@e6Cn$IY;U?@UQO6(-R&u%Ldi}ISG)>|7>!pcyw=$8ag|l(xti(_`
zZm#?c5FP@hM=D(uP1Fh3Ld!K<Kqw9)bc<5Lfthul6bO-!VYr1Olvb){7<-C?cuMic
zJ^BIl-9kx1kD&<B8RN$se!$dbT4$Z>{bqG-iMUt=Hej`I4mr9=hx`I}PL67AvR1;r
z({=Oe@cj=<&z`FHKZ-y<y&fN=KN%&TNh6;pr6Ly3l>huj3Bm>fP=|Spd5?5eQXF>z
zk;!Cx=ati77ORu9xnnFk<op#(XQ(<oQCw)1fMK60h{$XEVK9;wb)(=mR=D4l>P#2Z
zYiJ^}zqWK0fNRyZt)tnD(toV97ZK~2>UBv*m0;5WdV6s-Y9P+tMw}!@va9iSHYvZ~
zx9GC1t@|oz<H3p`PUD@55I~*r*>&8On<Gq+{Ck|zz2J$MX8V_K;(iY>LK0DdIJE__
z%$h`w_EpJrTIaND?z!cNEFBa9!IEY3SKQ}Wj7??aUf=WEl8e!Nt+jJV%;w{a`RUSf
zYD<x(0j`nLAAMI`r<323+pUtzsjZUCq<12)qD2h8^k9Tc&~UI!3JJGlh9CNdg^-Em
z=@>$U3~vUb2%q_(dmeQrmW4Zc!yrCwubW<19pA{wt4ogO-Y(JW-%+Mp)jAp-)d?)E
zY_{eX2!jDW=Ue5zL(YTVg|{22b!{Iz9|F}VnD<ToE3~!<T;0BQ_!o7v9J7`87x$AK
z@KKs%MZjxAmNGVkPMvFlOt6>GnK5ECY%|Wx^o5+M>l?OaRzY5N{`XVNAmNXli>LO~
zH)C9?Uc*>%V$SR$ar)03TDZD#Z421E6W!TJ=u^)3J(A6Avu>#@EnS-d0JFyCds&&z
zp&a%uPMs!Kz?+Q}pKY#iuG3rSa9%yVSw4()yvEDx&uboC2=ig>@+zO%^_KajwZAs}
z4kQjY>D$Y@U!n&#4Os^2%Y)%RUE}C<`$;1SjpT9a;3A>at}a|-zE|7vss_#s^%a;q
z$Wza>AGnnbMV&j6XB3ug4{wt5P<RK_wT7Toqhg-hFl|Vq`j?k5LLPau=C()Ie`R`?
zrnIoEIVL%tsIx4s?Y##DihFq5qsTcnYt&$MPm9RqQBKlPqv-OuWJdM2_TBuHYRcZ<
zfoXGnlHW~|(sOwJah@>hdZ9J+@QBW5-}Zz)%8E6$1h8z*5Hcp_#+-J^sp@|CB53e+
zAVJ$`pN-AI>RNv@Hz~clu&QBuISF&j>0WB0R7z&^#Zdni$_Sn2;Wk{<pl*rX>U2z4
zvo`qE=tVfE@cQ8q`zKycK*3zlOzbg^TTPe1{(9%LQrC0xK?%#v4Wr}n4NgcWOLx2c
z`0=O{Jddt-Sv$G&;grw)v`eIx6C+v4TI9Cgrd887MY@@$>@LEQ)1nGXn=NM4tCi0^
z_)q=Fv*2&}0;;-RBO|kqgb$^>eMt#j+>bB4{8j!J405klh)c;q00Te7PHOo%P-R{~
z>UWs(Oz_k)fKQ748*=?<U@Fr9taZGiCm4NCXnJ_Ss%hXyJ76pEI1>QqSEEh1l_gXI
zJHREzegyz+EC19kz-KG}V~`y$EcHKxJ8r;$jp*5LP7nz(F~v<0O9;MTD;I#B<}^HB
z0b6tdzL{qJqphd@1T^&0p9w<!<fpNl&>OOE`#|<=uc%c(uBt${QT@cLE2w~_;I(qa
zGrD@?8x?{fP^gs3<?;pp5%xR*-0kC~V3`?5Y6#68rV10NaO<njz)oNn)fJSw=9SHK
zTRM9S$n~4p>Ri~DJ2W*3JiB`zZNB*5Lw91Nz&cx<pEu^$m-*=1UDju75_V6<pXSy_
zT{nEk@TOjlRJuJr*5Lju65<QF;KDR3<6>N>gR|KR<B8q^<PLB%>Get@-Gu|w+~7w8
z4%bF&f9<vLt<d_pe(_t>`SqFCo-Q~}()~nDb^hfL>#0V~H|e8Y$U=WlM52k$sZ!V?
z%%@s7k#GS2>rb~l!TN9I6mvM<f=1zcb=qLb=Fk_PZ?(4qq#6>>Ug0FZK@VYzG{$&(
z0k6g+&CsD>@=_E}1dC#b*F=;d(=(HZ)N_nm<VX-A*~EuUVHb*z6~1O-T8~kBX(EY@
z@24b@E?vvWYd6IFOwbb2p;EiSytpDZL5{>7L7lnCxNdCx$fxp{MJz}u>W?8+%V%;%
zi@lNYukO9R3!UsyV_mea@U+s+w|6R|;gs<*kf}^H?*tx$-)SayBvnMsmZ1b9c?B97
zcJXI6%+JA%f~!Ira)ebJBhM9yEN%}0(aebJ6b(bvoFokc&XhT1XzSV2rt_=nya}=m
z(vD?WE+cmhRuB=546NC*TVzg-)odc3Tl%vLk|{G&gFlI*h)K)tIM5Ot6`y=5wotDw
zR@W{gNlQyMR4wF)d2pp#oJ*7ZjQDry4H-h%#tK)}wKHQ)+!`K+RX$BMEEp3eq%<g|
zktkBh<`N88Q6`#9(Qu8|Nl7=TQzMxuGLoL86Vl)Pa-nsImm_}s3bJkYO~D-Lej%aK
z6qkG=s8vrV)=QK${c!p86WZs?+;xVYosvK57YQD>#mxBvi%df7r2J9zF01sWyVIAg
z{c$uH(DhJo{q2|6F{S$@q)*E>uJ_q-U+$fj$6%%KUP-N2D!J?E7!V*KZd&L6pKQ(i
zKS;^{oop>8D@vtoVPoPXYvQJ8XJcUde-N%&q3A@v^}qiBnlR%3LtOsGIR6*nnw^8;
z`>M5pnG-$}^S|`eOf1aIo$>!6T&s)!E5Xe2Z%np<jfJ%bKKVc8;eQv1|4)e&|1wo_
zb~JG|GRLQrwR5yFu!f@hORP4rb;hS*WcaRygtLLQg^_@*nY9T%{l6>(1?}ANwP;va
z{(`UR+5Qc_W@P<;0AI7Ru>K`Lo7fuL8Cv2)F*5!49{LaZnt|=RU4jNqCV%??pH5gn
z@c-Ih|2qTw?;w14-hUX_EPrv^|N1e|)Bj6gVq(Jo8(98HGk&Z5P5q7O|2g;f{QnmI
zTKqfXzcJf4n4FcB?VtGHGAjcEJ{ueRKY@vz<G;%LtHr_0{4dS#tN+pZ&Vhx6^?&5@
zpDO?NqW-IL->S^t+59#68~?jOf76WL+5VIMFPZ&sW54Bp8ud5+4*%GESL)w-f3N+m
z_`e(eKTG`IQ~zg&{O=b3)?j01`<_c8wnlcw7Pe;i-(zPhVC!V@?-NjT${zM6`2XA?
z-&4}U(aBlJ+`ti^=^wiIf94kZ_aOW;%ecA!YFRs*IDXq$8#tQ?n|$YN@^3OZJ|jCD
z$M?PRA5J+lGt)n_)am=yFtC9VkI+_yluuSe`s&>NGlL+{Eq?<OG(-{zj&;i~3`l^b
zs=VRvpd)$!5os6*MlQj8RT-`py@!fCRUpa?L#ZpFx@5$HHNjXLS!-hN#)4I(fSiJq
z-Zo`yMYVeBsq(qCecf|a*LTH+4^YE^2Ss5-_7Jgw)Z0yla2Hbj#mls<fN)>DXu7j+
z1%Nw~t!2J&i&vXu$JmBuf_`wYP&}gs{G-C(gVjvb;puGLw}9UqT;KG4gL<qP8F$GY
zpo?rGH=v_&w(|EI)($TDegDSCV4>?d<Iy;`M5xnfwKRCj?`sgs1DI={*Vsa!xT<F9
zC$Xp=n^GdabJ@!s)c#h@e#ScerSp(Cv)4cyEzMr^?o<`|4U$`o*&4tbZqvw;SELUU
zXQie&$XPby4O`6Gxz3;2a9vbtf0RbXuUh`#_I(7_15=Gdm$+j?h7XUi$DES)vnvx|
z!JjZ98H6ulpG2rL52fK?h$t{>0rL51_I4Lu-_X#r>I42TfTJZq_6q{VuHXY=fY38a
zpALxA2n$dTZh6D2#{#~AJbPfd6hz_`#uZrrVcCuzm>?hErY7QpDiUCZAJ`K@>=mYI
z^Qi@^iI3hUK(!bj;0-#EMW!e(jG~mal@#LW;cxLox875sC!`MqbENaZm?44zrbijN
zHLD)*)Gpm(mVRV{8;~<}+(Gb2qI=9IdgFPCA~tGt?}R~JiC|(E`bz%gqa6BLan9P!
zAjM5B!a=)7;4wd;JPf{QyKJ9R_I$SA$R&9dF=l?-g>p{ZdASm&`JqBzQFN6ocz)8W
zU@po^XP@J?Xr=dwU^BcNF+L*Q9m4o?>YY8Z>V*w!93S3NOss=WPi1TLy)-XWcViIX
zVE{s)3L>gO_#pm*U4Rv;<V#sRZ6#~{2F5pu>J?n2v~sa8`r0{rs~`^Y$W1>)hZtj@
zq^cybB_**-=LLp^JzVMK2mDPFeumhgvJA^ZGS`i5uQ_vu%Moyo2HSwtESw<wTjT>e
z2=Z;=3nMZ%iIU!K_3ue0?xI@e^sVBN=491b&B}bcQ%Jf!CvP2<a=8?x9LDi*=DSJ9
zrY*+lGkcYG)-wjAoVaWres^Rd3{yySJ#^V_GWM$hKpe#F+(HHW+XQo93-XvU!b~w}
za}t{Zs_bD8?kH%KimP9>g1?c5w#%8PvDK!Knl?}`B$s>U2C?M~hU9O#WDerSQ?(?8
ze}RTkdK0X2QdIX4S^GwdcEpg(=>ARsA`eCqCY4-TFo)tGPm??)sw}Q@&RcgRyBeVK
zfb|>RzHzf`^;EM_^jZWxWNbb)5si#ySRmPwyiYJGEScn-=UnXE+&@36KT?`n)~V6P
z)gh>btmW(AUAFM7^%b&PTz|CHDY4p2sSNJg4AEmvKzK;~g&CAaFY=KWyE^!@L_Ne!
zxK#?qs{wv2#NqfBwsv1DL93l6qvt&Klp&M2RMxo6cQB1SQ(B243#xpW#%{rLjX!H#
zLaaPhb^)|g+C`b}E;v^axXldjYDfWRCW1S4%!$;@0kCi6+ymKeAJ{uxPCS+F)};3*
z?V=20LVn_Jyx%AS#p*QjT8n^>ZY~Oo71)&m^$f&ffT5cZjG-7Dqk=_SFsRw3->Z7y
zgkm(hsoYX2CUu9=hpmf-uq~t-O4aMtUe%hEB~Vo*l75fKqnG))ACc}ACm7d7Zl~1O
z3|9?oB}x%MVi>!Fx5gWLjHtp4mEoO|xO8Jt)gVH4TaytG&Uh@kmF;~u^o!m4&c&Ai
zbcNcdY{$WTM#H9%a75zE1-M&t3kpKMiV7N@LB9vRv4mO_g*dpg`q(m+wG2*RT}0fS
zq%8daRMe;S8K03_VTZtPM)ZFkyPzb+co`wFmXjo&0yvANGYlpFkd6EO<Kh5{cHifX
z3d}dYm+hxGF~;Nk^U#i*+ik{+YbKpN<{}2#nxxT4nC&m27YC$(ZcGhJI85$5KgKir
z5b%3qRN1&_UrAk|p9_M;3p#iGw3RzxQ2m;jbaUIqUEatcFA>aaRVmq0Whcb1j&xWR
zZ-XOj=9TWq;qRq*9`?z<6GYryqTDL2*Mgys6kMjnRo@L}^~fW$l4JHMG+^hS5sWS5
zYjn_EaP~CL7em$V;{vCxwdclEf_Ldf*_N1djrcTc?xvVO$5kw84={|g+^UD<CmrSq
zrhjTFhtR(zbU|EwH8Kjv-!ZAOu->sdAA>(&h%_r!63G)vq)aP>;H(j}mUhbw9iqCA
zrp&V>E#jOqy*p^H@XC31!JGZ!N|M?ixRb=Vde$$h-z~VMj6B>Hg6d6PZdPnQo{}>Z
zD;|Z5!$jk89^VmApo2NVTdlLp+d|y!8T1Sd1px<L^8#7<$h+REu}YiH`S9j)y|LJ?
zwZXn#s_Ev=yRX-j7Gfaa9^j=MI)a(D#~OGlE)Gxa*d&0C)uS<Hw`pWPYh#tw3SFOk
z(wb0jnEc|KSka?4`eP<xV>1^X3(-chVl&-z>$)zG$xJKraCrOVoOPe8CFgoxwc%+s
z2MlB!L{p$-+dU<L*$Q%8-q9h2%(!>hZb>)8?xme-Cd^*R(<A(dG<9l5S5Df8;Yf9n
zMqiw{JExiL=-Mzw#?H0Auf=U&nGZ6?Z1$_YIrya(5bzXnS2l8@S<YpUcYd`rZ5_nn
z$|^gRy=>7Z=5jIBT;8?{u1=@(g0EQ(R$h4-mG^q{*)>8y=bZ1Q$rzZGP()INSaTV#
zToS1WXtiXRHhd`@lC+g!&C)z(QR7ccDHe;7Vv;NVDfMtfR0Rl2V5>+Kg~O<F8SW+V
zQsI&Uw$k9G+f{EHZ8~cylgSJFbFR}&&+*ptrW36JdJ350{sgxP$w+TJ`RzRxk7C1B
zvHW%k`rGD};a#1~Lrr80X{5evAKAtRESOq{P*>TzVU5Jc^7R<b&0>-h@PIaTPbz$a
z9w*T5jR#eN%+&2cJt_S*Zs!=&023WMpZ|3N0?b@Ai9`z|<QC_vndG<w_`OeV@oc+r
zT%Ym0f2J-<cEiEtm#*8N*wkhNmf9Z)3*YR`P0L}o7@Nt6HDxK-W7Vzb69-G21T!dg
z1jiXyBBVTU?4NslPL1U3T+l-|`^!71ltX6jgw8X={Ie-jo=@-@KWXE*+=Fgbd20Nw
z%PAU|V~v+#_ehh7e$lO5x{|Z7Fgugq4{{*lAu;%BJ&F~>da+jPJyAP%5ZHS^l*8M8
zT{vfZC?feSvKY{%6e3q<UqwA^Drc%oZ9ORaiNn{I475Jb>PwZ_M0A34=U?mY{Q>d}
z+fyv;+tl&#Jer(<v+((f@{k?QWm`yM>lr_uh6Jl_nwq$tjaq3cWUWFy<Cr5ua;YjI
zgE9d{jw%Z3*pGt8{Q2TSPMQ{y<B(rCZ+^8APesphx4cb4aY~yrct`0);jlgh#gv@0
z*6>F^%s1?2F9-+_o5EAqSAl+|B!~vxf(&EwvE3;sKwm;#HPv&2R<0h-u3O&TK(_y@
z(4fOl#*o~t1}`hU%p|CWQ>OgZysB*3y=9Rp%G-su+gk1T-O@!S4<mi2t^<!%FDGlf
zs@YR{f`{#yTn>1_>XF?<vicrLg|eyurIL@UI$?ffl{3aP>@j@0#Q8-+X$JhGE$w%%
zP~1pLTZYZ01KVw1GSia}!IpFM5}3VIn}P^klp)Osz9%BNv+|tim^tO*)?DXct7=`M
z1enEhhEs(unFnNN!p+2-*n}H{FGW3!J#Z2L9X;p^<PGEv#0|c8D$ui0Y?^-&b%C8T
zno@*=?iGk^W(W#%)`3B@9N^d#sb<`lU4w6sI@xnp$X$Aa_!3v;0bp~MzFwpQ8NNqs
zQhHrhLpW=`-za+>;*$gP+sJIl?lLKuqM8qL4kEBgDTI8gz+I$n$yCs`y?(L!7$+9c
z>7rQMwf`r^8+`v**q7~zR{;;~y_Y)<J(v-gK&io1L3$hNllPL*1^vZXQ2P)+gS8A{
z($Z<hZ%W3)=NRuZlgoG1Ew<~`t)xgkqy^mmZtgZVw1gMieOGI}$foeqxcC_W%oVAu
zEonQ<)8_vCC!bi|Zw@YZ%(ZTb4ftLR<JmP1c^m%d&m&!|0A3?Bd5}L=qp}{7+GKRr
z6|rgNOb<zqF!t6Ui)Va=(6PpEv`<-~kJ3kw(>6tWf*G7_xQ_9+YOlO&8*;92zdO~B
zo0DcnJ7VW|_>io0L~&|H327ic5E>SNve<uA=fyI??{r-+K&@9X$idrRgZH!5*O?%W
z-|u|05=M<S^4SZIYg}YU#+4>})YZ4gMlrF^E~;({s|!VUNDU<b;eaM~o)L{XAL96@
z0scP#H9*S07aK7?llcl>T#ay3zQx=C-~RypD2`q20sLl;MedEZRG&+~04jhN97L~L
z_$kJy`@)>%IIX!`nOn>mTUy*WqF3V`&--LvSyJ7-b2LQ7fW0%fq7wIxxv%6!+-a6u
zX$o_e=ZwlGl@G@7eZ;p-iApOTzMse&XO+B2g%;Px*wQ+S!%?|Tz60AbM_<}yWP<x)
z+<_s~M_fY=I*T)WlBV)KHn!5s`bz5MyhQ2vmeVlT_D*se!`Y(E$9xSq&qkw}wnJ_+
zTJ-yj7R@xP<wc`aYcQ+z<=nngc7{EcB_r1MRrUW1^bgHy{7+FW|7NyGX|&L0?3J9C
zwBdl;meAJ%mB7%rRBc;axfXU7kPE!I4pbOk$~L{=Tmy|WdaL}M41IxvaQ+(Q8L!YH
ztwHN53bYhQH7yVYxT9E0|BzNNcz(!*Q65FOmTk*BxMWG2ubt#k&iR~oZK>`a@~S0$
z9s1eyEv^lmpSeD8j%GyoDqoB8ax-ekN4NRek*D%j3_oAQoEe>Y86(fJ<l4gdoofr$
zpM~{zVXoJC|0+Ks$8nD2Jcm2~usy!BjQUq;2aq53sXW|FMfSZ0_?~|P+e20!K^~^P
zDj!zR<Bme|i&6Bj%14uFmU)8Qss>p#)u@%fRJjcI$*!fUj<(1R(K<R%UW?>2c|_%#
zgR+kAr>dK%pXP3@r+JJLRbE*{zft#)@8GADjkOBIo5;CsaxrunVk~km^x`rVDcflp
zEEdDhkXyJWiYF;q)yLDaLX4wv%6Fyo8lR$Wzkym|&8Nmdnp?q1yagNqI;e6%5p#sP
z+4-2iy|Y}t>zpMIIm)Qfd=&dBrN3Y=&FT!ovQeD_`}UP-d=}1pxl!Dd?HKcW1@<YI
zb?Q8DMzLq1YBRqnFsGw}wyN`BpB40RoKIe0nDgja$7fgvYnfwFOD4#AbAsHYa;pP1
zZVC1|7_}{)#xn1nPfIBV%j0$(7WI@YmdV%6M7alN_kg7z!g-(HB>djsH-!0XuKhBs
zd`{w>)`h$bV+eRzPIJW`U=?*Y_uwrOmM^HcLJNIe7_v$%!}})kKH)b)fx0gh@(r_=
zhVmU#F<=e8`}iJ*kxL7aOU66b$X^*ceG{A;f%BdQ%mH$&{viv8BhXGn#%Mb1`T9Sp
z742fQzo*xWAM5orir<0a1KA>;mq+wXa=Cbn4v6FOq&|S&)8i1w`|>mK0r|Bn)F>+H
zpqPSp(?V(zN96@^Sf11GrK$QDxl7bgxmY2a#WOTbJcao-(h>1<c~z{J8^l&{^adRg
zzmqGCEPBtl7jvDXM(t;`L;nZua6CjVtT$fGUr8G<e;<Vv;0gR<p<=ahXUwH~GR0f*
z7Ilc1W3}V7W3=O2k6LEM$NT1al^@0!lW8iE{1cEIk?qs*O^P_LtDKdC+!Kdf^f--y
zJ%Q-+YrtN#H(~5e-~!su0YS7^1OEbE1D?XT>zHN)Fc|&s7zy;8m1in2J{7tJ0Q^2b
zh5jJ4v(Rn^`V+N%4EZ!L4((e2^lhev0-!s5Fi!GX8J6w}#_t5qp#3W3%!sb-ZM3^u
zazC&ISPl$V@7GT6lK+GJ!g_SKvQr((=v-62lFYd)*`Ws6-~Y>`Ra=Vhkk&ca`-q9>
zKh?Yr68x!;1?N`IZ=6^E&3d)QMsZ!?``F!CKgM3KF<#qv@7n7bz=Iz<v&Ii>@9f%Z
zS~lioQhCF}v<)<rD9{*3jS{jZ38EkoBBknswva}xgjgDnXN?(S3P_bI<p-teze-U-
zl+vmaNm@nJZE&{d-gP03s`gK3_MGqDbG~!V+&g#g%<#R9@27k}d4#a1ihYegPv8Tz
zfcaZ|FXj6g-%I&^=6+2)?^n7{!5(oE)&1+bE~9O*(a-0SN!@e+wN`=ls@3|OaMY^$
zWW18jqq87WAU8pHrFnSx%p*eQ$rM_N7?9`e<#i&;u@i}<#@enzBiG!b--;K*E9QqF
zggSH%ttv$2R<-IM#Y@0|A?+oEK`8tu8J(p^>>gGguckTVqc#eGYz8?9avQ`07n4J`
zKt2S?gSe2Np0n>9XIJT2ydR&2B;P}Cd9hi_GOmo9WJrdRv3X)4oWG8%?V7#1lfRzZ
zQ@a-~a}tkp!_VpKxSH38J2+)W4ATK<6_A5z5vZ;#V1rV?6(NCkxWKM4-o66UVu9Qy
zQx~a88&*T1zvg<>KK%-Pm7l1`i!L%#*<l1780U_sf$%|2X*HHXm*0ndSLqR$k`qFg
zaa)`2<GwB1^-_)-x9E)=*AMGuJjIYv3}6<i>vg{}Fe*s4Ztxhp+3<5}XP@q$hlG8|
z$bW2BDSbvj>DaFO6g8@QlxCw8>O1*Q%_gPADD7!8^zSR@mCMR|ip#C61+U(v*YvFJ
z>FS{Yr5X~>tWvrZ*A;q%pGff{)5ppgzj*ddMoL(_0i*g$j)`GU@)I#2Rk6-7X-Xnv
zo+%G$ya4>73vE#NeY5xiYt$RV+EzZKjJ?_r(8wnxV+TW!?T?p&nxO|_GWf#E%s#P6
z*VQ#fyg2^>%^>*n%P#<GfPaRN9wP*ix!8~%<k;4u`+25TLv&$Liu|hK;@vN9h;oF9
z6wqJ<0L;>Qqfu?w^+wg`g8B<)u?oeD)Vc=!#8oJTX@;Ljg@LuQPUdOz#60vYnIhN7
zP2xIBr|30$le!K7>lCGow$T{fM8~MRJl;X>!_6H7eHP>v2t{q6V;~1aZwl5BMw>uG
zMnu3n1zz5Y@l`B5W1sWz{|BZvwaI-rEjS^IS=)(GJ2o-F7!_fHyr{Ywwithf*Nm5t
zmq-{zk&OF<?i9Mttc}X2qVnre`I)Gkj>_Aj@)x4=ny9=gD#v}K1BH-G>bS-ah5m)m
zn}uFu)`sMdLh{v+{OyqZVo3gaNd9t29t+8XAvrGNe%ys*)F*Vi(Dhv7#hLQqa#VB;
zFQQ>2(`lI6D#S>Ytwxzcmf30yz-tHRS-ggL;FS=A*A0>daV;T5%*E{(Mffg&KS5#q
zCBS!WwV65iX9dXeobf7r4yil}{}ctW0{9b@75#TmMBtB?@JDv|SqS?fhj<bG0eoXX
z5h!4YA}`o#E4ZJvBhRyV1>O%ex%nB?Bxp%kA{=8&VPQLXhF!r8C`fo0&8RQ3MTl2y
z_7B7HVw?TF$st*r{YiB&^!@<8(>A*sfu32yejmBZ?nI8W->443v+URE4R%9uTtK`O
z5yW>@k>o-UjKDt=*~PxAo?&kla-V1tq}O0Fvt}iG6^1kszRM0mny16hvt5N$JHz4%
zp1db|BXB(cn+##xsPe>>Y<=WwY)H+rfyfQkAKt}!7}#f7chg<g85Xr#!y>#n2!n$w
zSsl)@m60ravhxc5C6e$75Y23rGSWAsebQbjC7Du}v{q`78l?tlnb+_2dCR<|-eRxU
z>+!n0@G|RN=Hzdi@LGk@GLMgg$Hlcvw0(qYQ2dcXu$RD#pH)dyBsG$-I<=G|<+oa0
zTFNTgynS>U<2TYcWnKR&N_{0{Js1f)xOmG`mOGrlmOq73+Y$jFTjW~~M%zXmoaYfo
z>n#7kC_J;UdGur*$Mn&Y=`>pYLM#yT_g8ce4gLqUdr51LkAU{?N1)#NPHJS-I$xi*
zbl%9<r&HGYk<gCOIdYi1lpLHRFLOwb&fy_)IJuSE@z7xU5e*j9%Rqxg{c?epK|xM~
z)twQvT?HD0XrL(^IPDx_g2wPUPJ?B}dDB^z9GqrMa9jsbR&cVeg9VNvIQKroar@9c
z!MW%5iE`C~($oZ$NE4?_H#Pxbx~WmPw>)--3+}@O_hI3F?y=h_xX%~d=fSQ0pN>6=
z|HVk|8%f~Q=Fw>{N~8yN6mYrkV82)g6&L#^>n`IJ^tY%)OIyX^gjEtwpja%R`Fe5N
zPEV=j0h<KE>FXK-uhd<3A((PbF9ox_<Z6kx#JLNWGk2ANxqQhLcx7D!6gju#@`1Sm
zioiN<9f5VZKWR1Z1_%$PQ6RZ*5PnNA4#&jA#Q6B334TC;I+C*bwmdaDt*S|@X7^xP
zO9u809{MliM=7frf?_;Kl9HAQLF40^h|{!*LIZO1=I4(?1)HEEZTyiP^St9ci-uuJ
zo&4`|!4=}Edr>n2s%Ff=SKX0mzro3AJbs8rL#{%G@j_PklhaQ8CW3Dz_i49*)?h{8
z6ZCDgm-w-p5I1$Z+(i`Tt@s%F%rSi6xdX68gz^vFZ+tq04XFXon+RXK^*7;$Z5eX%
z#1u&=Hbd}&M{>wsvl6*o3ltSgt_6&0ydL)gywTzfxuSR8hx`4Ycd>V)@8jO##a<MH
zw(lXRNP9y?LxlngHYxNlM6W+I-RKh(a$Sc4Z|2|g9Cz=BI_2>FxCXuhel^oSxvs+l
zQ(~6s9nmhcq%2y;RXcxS1*`-#tDsR`8K|pn4|KUGauZw<=q`3}WY*X1a<_DcplOzO
zbgz{A&6<w>>gw9?K#zl)XZ3+*ddEcb_!vB^oAHJj3Ewe^gOBAx(m*{h?5Y9T$xoW4
zwJV|_8Ot?&iR}RmhP6{0UVN}vQ@a?bz3+Rlgkag2+%tGjL$Trei}zz(dSfu?f3jUI
zz)@Xg`26SG_ua?c&1P@137g%`Ym?hN$dfc_vm_MCs~{qelm)4TgjZ`I52S|jYzhQw
zXaQxkEl`UkDnbZ(LBTO9)v+^mDt5*h+sZ;w$e=dCY3OeJ?*gNa-RHgM?%wmC@BjYq
z{|<y7WE#@JU*t}7(eyx8X^B%0hyqP?xr>X+%bcYpSzulhgfG7+>=|FZf<Joiv*mk7
z_tbaZJ2*M#$+cCvhHpk&C7ZLdb5q~KRr@}Fr8sL^Q)RF)Fk@o{zixa5f9&v<!Pw~c
zHur*NWY@$#Y%iPYt%2-aQ);5&BkdcnZhp0S01|RCs$;+ZR(XxT7IIr2t2J9jXKWVR
z%O4;bsp=CYfCSm$?1$|=cJdbV!xKHcQYrVtqF#F~pX{g^pc;uIgDa0{(Gl$imc6-h
z5VNwgO0{w)=t6u!uszUL5<JugN0SCx4i3iZv}-?oX)n}Fz!V6k?>Y5B^hb9u;LgM!
zn?=*&^VjytIKM+qaD2)9A;n&6=hJw~doaA4XXcwx+ztO<80Bu=ov4WvvdiLlLT;d~
zIOkA*tRWr-|9rw<FpSv6SnSua57YL({Q+HyVPG7$ViTZ|bHqgoLKfn3-Kn<03pTJh
z2BDd7w6~8ut|ljL7`wmv+mR7c5N;aL-kn@1;!LF_*;yt4C1u6&<cf*23o-<*kcpMS
zoa)Zqp9D&RnNGV@C_CK7<26M~&le%~Ww3?T!vt1BY7f~-p`SU<^E8>;aKM};GFOX`
zf+#La^q156oalHCOzhr`|9fKMuNZ3&QHgf|>$U5wpkhfj_sYqZhXJCk#($Q_gNYNZ
z?37Vim77~x*;8qL;@e#H(8MRqis&;kJrrmlo7qXi820xZ%3PG1hgfASOgub<F|a|n
zjc7cW0r5AdLF#w#`9??ka6AFXeP)dcOXviDVEn86Pf%INmWi9}Gro~HNe1Z*Jyq(i
z^gSue5@&knrOojz)a!h!+^h6wz0ant^R?PHxtsN^Y0vw1xOeOOeTUp#`fI)uiEp}(
z>D}Jbz5#kJ@vQrte$ji$myz%};ZyseA>>i4$=%z`%FPUPZ^I49N9+!pU_A3=4Z<XF
zlZR|EYuXGNt2Q2Oyh=r6Y#gI<XL*?(5UBXDAQPO9k}NvB?evb;<qcKycAQ?)@Wz^*
zkG8$==<K@CW5%WhyX*MItDpWVw(3Y*srTy5>z{(Hb6LsLv5&9C{`h`lLvTIt&<*Ny
zYcOl=n5xByLJIj!$Rm1S5pAHYw3%JB^62q29dtV<*^%s1dL$8qsVeReMB;%HXz^?$
zNRsi~15p%Y%?^x6LCtQzftC=rILU)BN<7ROl2cL$FNqccLoA3j<)La%njP%@EIXuX
zkcwlVL#i@JgK!N|!G>)ZRfcvMjJx4T)mT+LpW5h1hb`Y|*M<#;Q?E!O+SrKk1&k4G
z1hmWdKTY_;qzOPktaM~(S^Sw0FNUo2fS8@h7RTO6EncofqqYT}+(duiW+G)-eowg-
zzQQ-&d;J@aWM+$*nN)Rp^V?YFOx2Z;9<*dEH@g&Kbs4dmM0!L1m!%ig?@Nc3A4}bq
zOVXg_J?Xt9<qrEBcguZ8=Tyt2i-=J&;?qV_VM-`*64R47H;+k7U`~PQoSOr+pVE*;
z?zZ#ENjH%B7Rx27W7GQ=@e%>IC6g#U>-3}z!d<v?pDlAEDESe@LyJ~bM<a*>m|);5
zf8;jNqM*HdMxeC|mxN?HQ@J#j!f_<LbaEjHL)h;xB?%9KD7!BTCe5%fl$96LUqr){
zdu#5t)%%}LFCN~w{by-~+lONVuyDazJ(vl@0Bt)PcXnvoUp}*S$?TS{KgT|rR$;33
zG_0g!h)X{C-2ic6Q=INdtq$jH$ZO7O&pVKJH1CJX+exSMhUk#ks|+Mv%CjveD}dI!
zT3nQ;vfYxy1m<QLt{>!`%6lhoEK%fKE*EtTvIBVg(H;O>V2~l(aATKZRWHC1qEJdC
zJhkzLxqs7{mGIy{A96r}100v&HBv|vq@T*{s1|xpK^ml8K*=Z|SJ*OQT7>ZEC_;&9
zIcloXXry{%#92`=5(%4FH8nv~*nrai@TTmchPofL$p^Zsduefz`J*hT_-EUqRWrW1
zIJ4x$%GQH>PByOn&b_@`ry9kX9*@>OJ+rQ5-YI&0Qs%ljYvwiVQ=8lNuU~em);QMG
zes9ks-e7u>#821XZ~gk=Fsf4sF}=>uAqug=Qz65q!t*NFsbnc8Wn8(sN$KD_gx|71
zF-2BoOTE&fa0?Y!tpIO&I6b)}Zd|JH04x;El7!wwl$a`5EmRc<&)*PKT!*U2^0-BH
zS!BtgO0uF_tRlxyUhOt{2)>JfSm=pfCP_R&vc4Wtl%PU5A;??V5Iu>PDWyF`R?zW`
zpI2o<WS;M5!Co0}Ez5(5zC@wdVzpXSb%^B<8SkftRKXThH9;3_%9R1Q^*<#)YHax!
zk_s>vS~L>3?#7mX;D8Z7(#&i4^>_TjGB8YOFtickz~7_CyB@EG4k_Q@Q71a`lT5j=
z;{%1kFg7+dg)z5)HZz^2C-}>OfuCKEMUQ8^x#pF%F?TL2I2av(E`H7zyS^QJ71npM
z^|4s=MdbKQ%*P)v9|7|7&~rk-S;67kFB-l=vC21}Um(mESMtvY&xlQ2ldwtL!R-)s
ziCtWm@CJ86=;a1{?yVe1sY$8R#N)!4!26Tj%<BZ2Atj~w1Br~|#skC^2#^4}NY3lz
zSRi1d45gGy>4)`wHmfr^-P<i)pfdKWEAj53-Nn`sF%6$-auEUNeKjy;(p<lZN_?oI
z!W=fmv5BA^1i$DPO-q6V5dVwHIP`$a*;IpH=Ev5|K3=!4;n3HbTk9)>CI9BTT7a9l
zuIPLFk*trc@9MMCO4?mXwk6pTwrp9pVl6h%76Ya&FgT79I+O4T7~?vS6sO^ncu1iM
zw1o*^C=e(lm<AVNM>dY3Z9dbq32i4W6K2{%<4K?i!%XX;rHtj?T^Z`OGaZfncCTdl
z?Rn>(drq)sb{WfXU1Lui+D<R{(J8iN<8OCe-ycauJeB_H8eXTle*W77UoHVwY@514
z#X%9QfY;9ki_8u);gI>bz@GF7_N2hnlGRKT*~C2Q-t6A4+v?oy{l0Fm^PuMhdA9hN
zt>1H=%&G@%qwcpETanAoI9%i$s?7v(fMV<nOZi9wsdBh4>+|WskgXa*G<#QH47Qn<
zbWu%OLl`t(4WW_sRdX3*%=+#9hEW0`5hicyK6WsCCo-AB<OTR9O#qaFSamg$O%#X#
zzy;FDsF1oK0H|P)QKA+X=CN532o)9Y&yRg;-JC7i{IAZvdTI>MJ-a$j?p`;q`@N^W
zCZ_4trDgf4UsUD}-Oj&p`|t;NH}=dan>?1ke0gmTZvDfit#(;SZvbvFrRz@&BMM?h
z<Kj4-E3A~fiVrFGQZZa4iF!~^Elp85d|1+xgq0)-iqsNFt2{TYlGy{wI092wgI5oE
zwOH%aQKR@C_^BYG$)5ArOJHIY+EfoYO~GX%lLARBSQ6lt%&c)U@aF-mu!4+|DlpIB
zQp^h~wTNFLj!zaXCJyAsdcPr+(+h-ujs>Wr(ROfgi=cOI0vqhW+!%Ui7zKa|Ym7;?
zX|2B3-s_~CbbWEM^ee^lOPAos@dkRMzbE!Q?sYux?+xvY9MSa^A9VKx_l15KJ8kTD
zANRi=I2#+lqx#X}5#vSo=Mi7Pp@%0mC`;IL*Gz}+s*3r3WH1^C!w4LE8GcpL6*%FX
zRoPFD;J+dl)QZ#03T7*FjiDH}3bg2fDVw}gz+m#uG(Sw!qgH-)Xd-O;w~0*zXL#(|
z!o&arVz;SPDup9*iO8;K`^V7n4^G`^OTYKZo}nMSzwYVoOxt=c#O*t<WBoS|wG)3|
zJ=A{uZ|}a)b@hpkm*@3fI@!7YyfN@v$I6Wx+M1I~#v4E1(b0RfbICAtSOZ{sOTjdN
zemabJKy;x!>4N5>gyx!hYE1XOlT>>g4x5K;pj+sb-e(<~ygOang~N_M*IwZaeMWcM
z)bHqbpA;_8gI@De*|Mn|tb<dDG=;$N^}Q*Ih`Vc`<qng~sF>~VG+#3lX13ITy_kS#
z%V)3Yu^!kq*a=PM1Ydh#8o~*=wQgk!SpMGzlbK|fCv9zFI({MrN&<m1DRft%(`p-5
zE!c5o$wPBOuN=jRvqw&k=Er`r22Z}U_Dh?7-nk?wIefOz{HuFB<`2Jf8!x+k^q2Xk
z@_(LNPPAdq^^RxqL!Ug;V=p-WTZEI`2}#9{62nLZSp})}Iatg}WI3nlHoyXeVZ02%
zI34R3Pd^f{;=WCv5n{+0*EkzWL83{ePKW9n$|2K`I~zhusbMnG5Grqwi?9cOeu{9D
zFTx&pH0PY2SHZuRG)T?g-r~g0>0P+xm}ejcrDA=f!RECQHmC4lFJFwyyNPCCI|`ID
zH&Oe)*-xd$Lxrt1<PWT=Qj--_QK~f5*wW<aAYW_<%kPC7?j1}u`>X~{wa#P>H8#~W
zZ;PAjWX#@$Ox91Y1wF4sXC;%`sdm|29~OP=qUlJ9F;3>DKFS(RaY0$l^7=<9Xm!Ld
zQdjAZz2qV46nRE-QlOl^N63}@E)C^VbJk<pBufIjx+F$iRIX7!8s*YlD@Sr{%=Au4
zvpt8UYy_QzPjpJU;G$@xH9|z3(IdmS=03?ltBezq<AopvM($H^#qz{cl7J#oAm3tb
zExPaI<c@p*)U*YrRR3{=tAizvVspg1VfoS;4<8f7S^awtz7?s@k8W<Ch7d2@lEY$K
zy1BK(Z{@7>>_TN#`SLwK?rdvX_NUYND}X1&*)W{+)FFhZ6$)|z{5@$K$sil$Ao(Ie
zE2{izy@;b?T5J^`6FbG{#Fxc`;sx<D-yNTh=4p}k$M|X?=AX;W6_yGe+~dMZ|0e53
z;WgnS=6C!R@%Mg9P>5M$%q)&7M-f-l9p$J}$ypx{N|yS#B_Nuueo=&!Blxst9jE1Z
zK1aBu`2z3ZI1Mi1G;YSlxkZK%dBMu_f@l^Qv!@W?`~hn~v{*C(B00BPtJM^df=M6*
zB=U^aPnm-;1~c+h($&YA9NF}y_?#d)UGm{8H6cef4kEdNrYk6io1|ha8SCQ)9L23*
zz;fiG!Qd`YK)w<3VX|HEf)knWL^ymW9G>_zoRLKr4m2Z&9(bi?qjL)`<atyiySx&x
zc@$hYW+p-SUG&9+J9UXMrKXLklsc7CtRQd$$w9FTlZsN?sv#^^S1D;R!54H}$&a;)
zNu<21iVT+73w4u!(b;F0b4H!kn16O>)DchV@}0W*T^q>I@%+<xDZTdI{#Iuh!?^<i
zw<Y53K64?RaQG^TK!D8brxxY2lQ$7L^&8;CFwA)#MNk6wNt@IV2MKc|mJXz2t+Dp_
zlhr-d8<O9R?b9AEI}$sgeWScTmZb)@qk)St%d*JZ6d@!kDk2uv%2}`raX3;@;bC1?
zmUU@r{LxBFs1heC1+Zn6QDHZnnP9<$rASCbD%iR*7i-jLN-L^z<d$q21bhTHp;B_o
zph_~C<=}8BYjnVh?Ssk4TNR(Ua^zg8#LUVkIlx|Gf6bCCd}z>A6Js%(!`(x58rII%
zX-9B3X70Orxjn;~aPuR}hY<^3={BY1zsd&f^13x!=1}g3D&Sr+CFNEPx8a53N;8MU
z3vW(z-E_*nUj8-+2C|Jsj&vF-naNv5<t5t^x-$IVhp#p&$DC;yDEoTLz{amWy!>3;
z8OTk2R#(@CS_Z;UY=q*Vzf3F>%IctsGq6ud9}}2lmB1%U;YZm{1}FF`+l=4`ewkNT
zQk$?86vZ+<;6YpPjLT>V9^ZWNvDYv5{EO~t500X~<NNz<?k;<;z1!Q%y>{=pdym}Z
zE}L8uE{0@7ib74qRxP6#J3s==*dho<0V%;~h-B0;t)R7*QY$n%wgP$a(4iomsck9K
zI(BMXrJWRLdBth!Ob2r5_qTUR3F!W@zrDS^yX5zIemAapeZ$v(mS-(@330nS{_j9t
zoBdd`c;?qn_DS>dKmOMIAAI)GzF=AxlUw^*AA7eV{qnNTu~lxnj4gH{+DF%{DVLK|
zr}1##>J8>=%dE%tZrMqbwzzZpZ@RtUEHUZ@Rg!EirWV_S`qie5#xB$2{$ATI+kR?<
z8Zuk<alhoSo<(>JwW&<0G*DU{3)0Rp>=?CoxEYG5nD!sUePFZ;4#xV3T8H=?HE9Kc
zsGOkQac5Rg`P?1>37zrItp)2P5KSe)f5$<ZQ{znymoM4Il}a*TwIezbOVh+{4aEjj
zSFJCJgeB6QB{FJ|Te`iSQi)Dlw6^6??_107J~!6?r}oU+{N&Mn(^T&jwC4{ix751b
zQn~Ko{Nl9@4=s$X*gAgf7pE>hx&7yF^k0AR6ZDgb49{o4V^30)?sd?Um#UyXJxmGH
z7u0GyFlVW6Q*3jxKQ`>wTX?Hz0d|VWCkTGt$@9E3lD4GM2wO_|bll0?5=ZE5l)gYw
z{SoA%GSIXcM{ZpPWqcnBM`%Pj>4ifa%Ojq!KF#nhK79-8*K3sLf#UEze39y8RZYNk
zUUldAoB7@jX4m%50@0y!1G8t^_8eYoy&D)AEa9BI6_?yZMIF*?3-(s3t1UDqlrp0O
z$bpz2F57S=|F1JsCoD^Rafc{P2-#NDmj5{9<h=E-A<H*551jpD4RG)~`OjW`=GyL&
zr7||##qw=*c6nW_JbImZ)MxYSm}a#d-G1icKY)MJzlU9CVb|->pt?`>40-S~o|imt
zc<3EMZ)}&ayJEj@f5p*~VQyF$tuU?@x`bYe*0DUh*h5#VK4_}WoG0vXHhO)CWhunk
zY?L8owSKcyG>8%eR61K%_g+R!>lb0XTqo*%PrF<bUeQ;QLMb^ZrYM`u4<RK<a$P!w
z(^i&srm!n5mP+&DvSiZ_8q^5alrbQKFz8cV?yL`(Ju2Rj^$ny4D##pF<`uGgDy~-G
z3U3a-38H<I9i(2d5vXMiY6(f?ITP>7N`P87d94|q<dO=8S3k$_k_Ggog5gPH1r|s}
z7Lb(~o&+SgfdG@|CeM)ulWd#3o=lEs+LPlmT)0g9uHjZfw5Km$qHO;`a~AEL!ljmW
zJ7&kVWHItUnVJ~s2w_Y#5-G%Ab>Ze*Iz{S2+G8>3krBN6)op#7Q*wWti_BlKy~p9P
zf8~jj7u)6TYZokc`Qn^Uz9Q7LInDIxdu4++++6v#j-I-3&$>L{m`Y|n`KIQum$&YG
zE58GX#R-WXx@u)Mnw0a0(}5Z(?dAxhP6MOv2S#PkqG4y4wKpnc^LwDr=&Vlb?&$vL
zyCuW+(Wn7gtrP;hfiD&d;Y*q563b$1GMVLZF*d^&C(Db@5*f*UNt7v;^^1O96#bdB
zjMEmY)hXjLXQ@~j_lv+4%AgwX?+l+Bupu@;MJuCf^zP`os4nVNs1I4f2tUN2nPbI(
zm=Wo25s8Eel??oHr4cR<T)%+`1saG2_{Adp;*1H1fWLT4=&f%9=-1Ce-|%J7Q#asz
zEAl%4`K|9m1Zr-PoCA0P??SWrKhn_|q&1+w|D%IXJl+(2F3x`Kk)f_&-NWW7K-e31
z_~fgix4P9_B6LJei*xaQUCGq>uWrh74YBzx`PJW+<hViBTqDs<D=X)DWlqiyHpUmU
z*^H1@&rhG#{RYyimO81nIv`FYOODSei<JksRe_DnM$4x1uH@6^U4ap5m^tG7*!WT0
z?h6T`&&zpWAgID7&TjXILwwlIhC@EDHzTt+fH5AUv1&F{R}a)?XlsYe_(+Ns!>qQC
zItoTUk1|1$u?hIq1WB_*XI<xmT8xntvwcodjA*Ul($u+j(m5J-l%|tbA|FyaZZctt
zxNvbpgS6hxb7YGhnpB8t45TI)Xfn-87y=JAdN%S-bVixCU(WyP)N3a`sJj1wl}>N@
zLxKrsjcvDk?9q;Af7<?0{_}0$`|DGOPQCb8rpyx&ApP#UQ(Cb*|CjUmzrUBi#060M
zqNL;yV=)v?_@2rS-WJ=7n4Wjg{69A>t#r6jL`fe|lzuBHsTtb7nRAC(M`MDVSQyL>
z!P-OywCCZ15A(SZ`Fs`bH4gJ5UizM<E@M}MzL#Csf>9_K#8kMsIl>r`(GK&2C+HPD
z<w{a4XX;UX^KD{1gJFnpb1u=Hh{VN2u4<kLb)EAEF%KVZjzs)Q6|X2&hzf@y8Q=ls
zuFvIQn84+UgvaA9Re}rRI9R3FxMnkm3}XisM9)$YxUQlXQXHj#XIIx|6;-Ywc5o<}
z&T4Bsp{+1G)+nT!b}R2F$CWe6S!F`eD<DYKxPS?|6jxALpy~4wO`jmpqE(XvWIC*<
zWpb1DRSbBxqWU@VN>i><RBqv2*59ObvmWj4D9BjpcIUJ|#iV`W_z34{RAyvdJczn4
zPmW(slHmn(eSCI~A!n`37Ka(@%rIm9f??*SbNd(EG87&EeIk4~(9A!0m|~|tIcUof
z%waLXa==mOx1m`BFhmUn*3R{Z(3crT@p<%L{OC%-lWjHPuz6v)(iI9{_1AQmrY5Z5
z8Jst|d8&VlnC&Q?x@1`bCgP1wh@P4@Gj^F;f|)YEgs-9{D{6^X$cS}@GF{hyyDAlp
zX->iku^zN1zq}(odn2)(uI|VdALm1<&A|2J6h$uruKUq<hftW!l@V^Mz-=nP2JwBa
zR~(0YbaxP8h88iyA<pd(Ipl#VXgAtKyW8XOGe(|ajGP@~RLTV6M#kno21N7#360nR
zV-d>)m<+Rxd4bU}fI0(cA57MeWwg46QKPXexmI2Anr`MebA~y~Ou&=C1xAG!V@Og2
z7{<i}w9eqTp))`-Ye132P@RnWKgz2<wu$qM-+SkeyR&1Tedn`%ckg}KXP@KPCW({a
z)QgWn2_qEPnnGa-rRBS6H_!%!wgV(e*OnDD)T!$>wyLlXL{|o+sp$&cBv`e7_R)Q5
z-9NB0si=#(Zc{fz6864l2SP#9CdKdL^LL)-_xwJhfg0loL3D^M=!l1E%rrC^3{8A>
zO6PHPA<8r%>OPJT>i)EBrSYa%s>Wc%GEI~=YoA+F?)7emK~QEKTX3H}A>0Jt87Q8d
zp-k5SdmEe%-!QAgTk?79_Sk7cO$1j0lW&Ix<+hlS`l~8oXaoa}Rw!BT>&YI=6%@6!
zgX&mcmeRaC^@Y18ez8SMrg${_*RNgltVXlX662={0{v4#u9mGgst31Vkc;$r32!#x
zNu&?KL)MQi|D)O-`s+c;PR~wn(kR0;^#lOGOG3aQeloL=@cMkJZXyCR<8tIj0mMpj
zXMoXd+tfMlPM=u^^Bvarwyv+%H|vyMr{+6>5F;E+yc}}El@R{ku+m#z5(1&5t;cnn
zt)8Y9HizB}Pq>}`90uc;xEW@ziZX5GW4#@o-tSOD(}yu$fYE57AFB*XRY+k_K5eG0
zKC-9L>@2yE6ayOui!Zl#%zgLSFFrm{E>t8VqZijKpJTRv&8Xh*U1WhzeP{C6(G}bG
zk1VP#?au0ICKNN<R_=WGha|a0$;|ShKK~p!v)`gV_krJ^CW_eI_SA|PX@N=+ubb5p
z?%Pi62yZR!Egmj;?`~UG{R;c-j<4SF1L76-3_Hrd7iOdRruaCxL5t;7*%$IdUtCSV
zc(#Ci+w8syob3f3=oPsb6f>FyGd-nl*h2uIhQdN96z(I4RIwx!2~aGBN__<II_RV_
z;W{<X$rssT#v2ZYip5faE1-0sY67~=?&-;9Gh|#8eLgR()@+UA>J)JJsOnhRa#+>W
zl1g1r|E7|vs~a^&jjJ_w!?dHrhOWV+YGdit=F+K6B~TG3sJI=1TN?E0?#+0<xidFN
z|2o;z=jd|;G8p*;H%>(36@YHj#^Zlgf?H45?xP<&S~9r`fp<Zz)&S;y6<^}QVF{SF
zpC}e!Kmk$g#H-qH{NQ%HpSrQT06mBSHtlxE{b1?JZL0&5XPG-IEZs3RzSo%jId0Mo
z2Z;4QkUJL&K`_bIw7i|&1pd5QjanHNoMig%?+lMp)Z~?C?y@X@*-#Z>F*rU|d&tVz
zGf00`#cp*a;*(EI9RVW?TBTUj^jcOhYqHN^$8(k-JSBus8!%2M!zXMqdXIP@voE{P
zK0>@kjLH724QRCFF8xQCCiBybK+{Z0x9h;?7<v&P5dgHEO%a|}I%hL9M;s+=&em<p
zKG&K&gA{>rZ3&GiJ;%^-I_H{;b2k{>1q$5&3hg?T1g>uKqjxuwpKA*mp1-mEc=kjM
z6TqzuF!OZd+%UE+D31z#$@;bTPDU!R=4N5(JBe!JD~64m$7kYknbR`w#y<C16c3I~
z@S&x0tDvPmP<s|d*dUpshZjrH-21W|sqQ&2*jHBiB{Yse6c)ErmG!eSt-!L<Ir-U%
z-wmY`VmK{#tB(}$B+d|oe=V9sJE@#Xk^tasuOdZT23D$M)TFy$zdRq_t1O2bh*9GY
z@L!P4DnEnddiW$9gH#5Bf{9q0n1v1%-#g(W=MLWMWZAaP4jHxwfdbH%s~(^hs97)~
zq_Z&NnFZT<n4zh5(iNyGH+dfYoj)Hzjm4hcb@H;asl9++NiiNs@sa@fOdEQ0l#Rfs
zrQwu_m<FdrKtf~+SXGh*Ns`e&ky2zqQRG5fTS`*}O;e*huVgF>LWOQ8D3T;dr~pdR
zqz+q_RE<NZI5H|B2OwdtnEU;*grSgtW%pX`b+1nfUAQ3ih?I3{m-M1UNoUA?L?`Ow
zT|^t=qJZXbk+S9lTgqDV1GMG`;_5`uCuuu7q_`HBv<|j<-Q;qU?s_AAnfAIjJSd1@
zu+5;Pn`p^{n8!Plf)FPqW+u@8ey(r{D32{DwlrZSfo2a)bP)K!$V7|-h5-+Zm~Yw%
zU^F7O!H7g~1u5z}0l6Rr8N@Z@(_f-^Fz^s>^ypVbIrEtWGkKns7ui~S+l7hC_O8Ec
z-5Uc_a{}_3Ha!KhM)lLIchS{1Jo7BSzh&{~Cyor{vjVg%kz4Ts6}@`Gvt;7*h-G1O
z*^%B({liT7EsWr|u3hvc5Q1~y0cWe9k4J5xJKCF>Puv;pk8LD(kVg`ML4I3eG(qhF
zAP^1008Fb8<}4I}SdxLPBFa#~U=m`207xN*A;d=o9uR!gN~cpIHb1dkAi%O1Ikdnt
zBHwC9`IyLo5?`nK96@k;l$zjlBx{baS=cSSD0qZARXD{EFQl<f1w{M;5x+phVB)d$
z{mH3Zq3l+ecB_+=x@zJQahG^NJT7|0ovjQX7vsFxI)k`yD!L97WJ>ZMq5EL!(#+UW
zyG6hLPkc1?cogVNs7&M$PKaS-X8@SNPR&%2`ndiy=05-qzpIq{gDn9t8k}d8;<_>Q
z)AZCQK9t*s*r{cR!EypjgO==yRRJ{kKT^^I-4^C4H(G4H`jTh+#HrPt(`f>>?WB%Z
z3ly3;Nj!S(qW7$Kgy0C1c;!{yL{>YFoy`Jtr=09ndd+#s1<HUqNG=cEE!-1Z30JA>
zVh<`0YTNinmB+Qc!hZO??>YWk$~WL>>`iz^mHi=_CnKE%C3VtFyiV<MB0)!}1f8L-
zpwqv$99);u@uLZkW6Y^}P?AN*P?rZk=W&u<o;rw+ZBB#qx}ij#8~(^0&SehQ%h)ZB
zqfOg_=hT6qB#<8D1d$btcBkVe7G>89qUJ?Wcc~A*{Htw~Qybqo^qY0BO#yxP+Be@A
z7&`d;XOG|a$V&&kBU}IS*gI3k#J)=-XTcY)Jn5{tICkN!{eN2d@YCRE{i$CQ<h5TS
zef>Au2?Z%^*-83Hk?c2~vYs=(X?@rKJ$=mos=@kL(25avU$VDMCvwIe#(eK``!VY<
zdCVAVdEGc`1w>>@B4(KDga6^X>|>j_&p7`3-TCc&ez_ONXP<qs?_9^u**?c_1QU~7
z3uO>e8VIZu2r6qRl!8(~rKAu@%Ub{yHVR`3VSSO>m5MHf5E23uZA05SF=-(F=_*xJ
z8)Ha|I;l*PDq{BgoegYMoh;?K^PSI%zt89SKHs?AF2&<C=S6l5grEdi8hLV@rfa<d
zVneXoq)?p(Y`IW~1q8?1>{7&A9~Zn#WSra%Oi&nB<JakN<j4ZSpW*tv&^u<BvRCj{
zO!@VPrrc?`vbW;O-l{8mtLvLr_ZjGna7C}qKG@xG=0P6))b0BgUBpwfg)62f@Se^Y
zKK(s?kGJ)b)m1WvVP^uY?}Rd5(Je@&*n{TIR;@Y4W2q__SfNgMul;Ff`R>u>KUrHh
z<pulXO?pj7!;N@x#c$U?xo&vn)@?J<-ahiis$cgg<pVp_uxg1$=e$pv_NOD7dGcdv
z$(a=^H?g>@SCre$7g1M7K_h%jpO^Q}Fwbc0VfHfv%n9ZqW2=V+P=LkEw8kg3Ihm&$
z7X>@Q3+orD^R;E!rMWKkIc-gTQ+#WFSN(zP;rOx4S#>;nAr~lMJdzj>3LW$?&`#H!
zhd#6xL2~A4@-N&NSv%~a)Alj)kWN`gUGBPEEh*q7-ILY;1%X$Pgb08hAou_j#^B&6
z0EHxdLh+8H=OhsoP7$#nViv@eQws(s3g$$?oG9p;g0Ct1jDlitQiR3taB>@^D;Dd8
z*XjgP3bIAuYnix-=$X8Ota0)t^H+#>Dm03aPN36l#!<?I!4V9tkRldq4Av2aJODX^
zG+^St0~qm4xja3eT?B>I-N)w0tIB^r{>;%^%Oc6700%z33@Ld0cZaWTD1TetGKkq*
zdg$nqPnK_f?@;I}?Pz&w33GUdlC$#xI8%h;J72)-5N^J?`ETX;H|AOQVO+Zpel)u0
z8q)RNRYc=^h{igQf&27co0p1})Y+g-ZA~lzYrq!pYN#jmQ_Dc=BlVncNxh`8A6U*<
z2}{r$+?yiFSSDj~@J`7=o9q%Tdi;`Dr=YZzF_~(4kB8?yvZB;tc>t7QeOeRiH3)%7
z)Hxh94Qz@Gfhoyn;~t(#Vj62PP^ml)Kf}S=O67g1Vr6nLm$`1jpn3>?gx5K`g&(Vs
zh^tN^6nWk4Z|3pGXbx9{Oa5_R5x;kqEAog-<1+ddzWOc3CG;(QJmfL?S!8T{_R)2`
zYHC$$t1xZ!$V09lZbMbJxd$t_u>}2JZ`;F^dM{VKOeQU{$~N;zbh0*9=(qA{vRNVS
zn+oh?$LDSBuLzR&N7UpubgNj;ha(fdxw9N_{L9Oq4ee}r?j?G1v7SBo``+Ggl6VU;
z<rmr;RUc=IMo9-NrC%j;3sRa6qaW_w@wrsqcxbUDN_;_GI?%nzhSUSDdtaG;h$cW2
zT%_;Xm3%!-EO#z<EqAYRcDuUW-Au1@yKB393)7eC(*~W#U4w2W4pe78wJ^0x?n-U7
zZE<bT_S$x<yHm#;1Fiw)NbW=Mv17<J<UYx~uboJrgP%GsxGpin+S&9St=6l}r`sJJ
z&ZVh^X^X`pcv>B^U9HSc&EifuHIp?iq1m9@<6Sk8uVuN0B+f$(08m74vesNa4=5(V
z*-wTW8XAZObn8f@UkUdk#Ge=m$v0#|u53EE4EqClT=jqw%ctcQxlbl#aeCq;r)vf7
z3egXn`XT<{+u#P8h3L*vbR*D(0vLx=KnYGc)$7A8g2+d4jG4HTz?lp;O!d4Iw*u~s
ziGMH?xS#_ZD6rfcU?*4)*9&~EItU8+SRH;9@@Ryh4nQwF9&%))qBXt^;3lvjqsDW^
z>UvqR4!yafKa{@md{Ddo!PIPM!8D7DmDFI}YQ^-<j@55;z{KKpS9(gTH^jsyIRyVb
zr(y5OcVC=2wc~16X8yAW{y<w4fgo!$<>pefXW+H=S=-BBy}NYPuhw`I?slaAK>*BI
zG$~}5&?6*f&xtH}#0ib~!_g@Dn8|)3+%FRhv_N>Cv;jMiaVTMnG6NdG%lNk=Z8{TR
z?8u!fk%$V~188dN9ze(!At3BLXA_lpfT6E(M$$o28a1I+YNWnWYs2|U<nf95?c&?w
z5Q;owMD3_TiGrxuSDhnUK^5ML6o~{*yP}S=gAtj8V&!?9aXQNJ%_81_tDZfPz(^y>
z5-p{>C<K;DrTZ?Oc#ZjIC-kKg_~-^Yn3}i@k))Hw|Hc^^HeRV@Lp7vQ1RC-_3@0#x
zhkpbnO_uIDKBc_*Qu$6!pRYM4Pt)Q&RZ6SSKmV13i-S>fTlr^CH_wR%?=JbIzAh7u
z`q^iHO#Y^{;YFm&pHarxfpp2jj&mS%@5^B~-)zQ?x(*#2iJWnaIL~`c9p(k0jm}*W
zlTEXwi(FI8L<JKu0$K<O2Esup08&{A7z5lwQMGEyqpGQ}qC_~4hvPf}QAA^#aCJo~
zH^V*_F>@-Hi>Fi%qx5q+8oQh^sQt~j>Q1)U!0B8&M=~7bE|Bv8g=V&jesh08HMEQ8
zjhaXqRp&C(@?jOKn{$*ZZ~}TZGW?cP-47#0ML~#2>NFDQ{{+y9NAkq|y!pMOwh|z8
z*5jktJcs{yI3;Xy`2mJ9fg=UPxfAPWbrC37R!zE@sP0)PVqo=17l9Zo<nNE?7<3TR
z>BVyk(*CH`apvgrgWby_n^V&}X*fi;&B%t{`oXrZPhI(zwuN>FiyO^tQ9^3%Du?^x
zdSlNo=I*(*3I6<8T27mzQEBelGWD<9$8Q~Jnvq-!|Jap|)>}{#1Sns8W^mZ4>wp4w
zJ8SdU0v6d)!|DvdO=YLoH2I6+qCA^vV|&@H`~mi0&2i6Q&BYqm%1~FB7-WCRUSLU-
zY$I5Nu#(61v{W!o#ei`-tW7hjo>U8z+b&UJI3S5OXq9Y!)+hPh3}g5@!ve@MOhgWQ
zWH~%`Z<Ee3Kn{z3KSkLH8Bl2!vSY-))66z`oNPw_z!U!=yy|0{xX<wKcX#of&p!M7
zasG_$`0P7h;$S<8?bHzB<D*mf2q8eAG)-YNrGTJope^bO9c=9)LPkeXT1Gnz6=PG`
zR7ilCGFqVUN2N*YDzvFpwGSzppi;!N0-Dyw+50;u9o@9e&iTDh-Q}M5dEVzahe*c|
z8P!EF_;%z6aoB?x<d@B5y8Fyk-^{#)DSPkEcpsWcjLAXf-y-AxgV_9-<GYSG9it8g
z^{q8LG!bR^7&ad0G77J%Y!u=(&bWzbUrT0iO*Ku%0BPdUSQ^6+o`&8;c46H56t|!w
z&Qo5?nt3kXvYc|P_SjQJD?ZFOg<7{gJIO?t&8x$++8{W}^`0lb{5|#2GpUF-s4<Gd
z*aKURfAKe9a2b?!H6WV7yDy*=F!#EvAYeOXrLC-$vs>+g-6q(F@i0Bi4s*l8u-#t5
zC8|W1OeMC&{g^LVO4gE4vX$(ITtc%>LX-Sf-N{)OsWJDtl<9T)6n)H0@54j%t0}qz
zZ^qjwnzNfjTp$XVYMJ_w#$r>5HGoaT)KDVo5D_B>G|}M*M`b`(wqt~1qTMZuc9h8=
z6qaLdkOzb_F*|0On=&y>v$E{h5*$kf{2Xd7QwPtBX2(aexjJKK!;GcAubZPynk+`6
zP5e7}2Ue>ZjnjtQVz5)!@FXmM@uz(T>}_p+@KV4^OsL5XPUCK@4BB>A$xcL>9R9D}
z@SmMAnuY(U?<=C??E^`S@52|qxEinSw_vpT75-q(s9$5MKlwP1-{RW6@mP9o<!ry=
z4XMlc$?Mjh+F2eszVl#WUN?{LS|1fWwIS-ac=Hbuo)E+=&TOx1c)pUaoOvM=spG9!
zQ7Ef3oZ5+p@r_+=tfH_rY(s7RV<dfLrf$+#=zZYQbNFN3XRhO-Is77iv0(%s4jyVa
zocejo`J^R7RNrfL7f*OjG*S76#dVZb_UEiNS<BkUu>!0Vy<OgQUV3f@TXop9>i*mX
z&&TRbmBtjqAaIq6s!CSDlSntKiic^E8e2kYnI6$yC=r)s#A=9PB9iKsBsE>0`g9C}
zTe?iAAZG<ci<H+?Nfd^xm+%6_P&AU@`RQM(zmRk|Pa>SR#gr_PL@6WDKa?=++B3Q`
zCtadOAg%3%<QF31lg)<6xn4Dq4eeQ(D}`={s8DlW@=AHW`Tgo#pZ4SilgUNPwIaD_
z42HN-ebd_z^Nebr-VYBFs*Wq8o*{}~{jBZ0btl<3kWAizX?|~_YU>T#mYf+bNl-50
z-^L*Uf~Rv7;18xo0m9#)(U>rX#B0|`Um;MM?L=|<(2~;)E0>&}-Tm-G@1fk(4U~mN
zo4Sb-Q#T)g4+u^Y_W^+n%TMe9gho?!va~|88Eei~k|@2ctjwAyV;UKHL|=K|L-U+f
zkP`Fc2VZGVCOy*kp6pt>Xv=$tc5Iy6Eyb_v9UDsv8@KH_HJ{!$`Eajb7OiG6)a%={
zEm_~Re95VWP0wv9;csqPr7zxI+tyPV9bDLT{C9uuSxR~@PkOKB0P><ZuF=KbAm(_?
zn!C}Onv1oJIvt@%)pdU$>!`sv7Wes(_d(ldnkVD!^a(f`z&3<51bclE!R8hOTQnXn
zL=y}vj0fTti=b#WK@6Aay}F$RykBO2!%`6zvm1QBf+q6fI1=DS4VkP!MwON`ifR;c
zd%<vmaQn-`hr(Y4S}5Z==M=#!D14cUoSANz86P-4F$t8vH3RR&M6rr5SH%}Q4Md%V
zyA#PT@m;{P%}8c=fItb5(s_b}<ffRIoWNCkC$l-4*mP&rqO(-j_4O|=dvds3`E2mD
z5~!r;oh2pf`<Fg+X@75f->6!1V6wA+@hiKJSFVf>Fy7~+fZ$}+fBe05FK&M0kxe5n
z!DMKIcfS>QuVF#|2ILJ}Q6oPo)QFRbl-7>g@$8!RM7uUj?T_wDoT5&|&qc=KVgv=K
z0OPL-BqEyWB^7@=F_btNr9Cy6*sW2A;lf5eMgczNO4{2Rr2#^M-%-ZQ*-)Hk6;O<^
zpjd?ZsV;{LN`kha58O}r69NE~7K%cbuufp?LPVg1K!Z%M3!C6j(bQ#HXZn_j*<(6p
zI&Hda`p{Hk^4BL<8xaZE)p=`~SRr*{VjSLnG6@KPx)%!K2YuBMJwO-}1;(U+F&AM>
z-$Y@;l(i%%0fx#nIh=6=hiQVeQ&l8p%v!#c4sN>f?19oL9NoWdt6Ezhskf(jS17mP
z^1>BQ_jkVb=qJ0MIkbHRR2<9JF75$>LvRo79$bT4a2ed)-QC^Y-3jgzB)D6GI|O&$
za8AxW=e~9S_rLYO_12o6s_NQSyLMMk@9yc3?T(~EYd>>iozfhjvPRP^Qr8mPX}>)@
zn3)+Z^a?JLsyz8>$^xx37hMN9PI|t{gA9ld9?08UspGk?y{l`f5V5xM9pBYt8-}Jy
zzaLNHyYQ|_2?PECP3F)P@Zy-t!<{}s3rC+e6OS|25vJoz5G#{+`E@KCK65;3$D$nh
z3*!q<a3wECBE{YZ%<;LzRn1Qr!HLUn(Z5-CxICi29#>Uj_|#HmRw~uXyleH*VD`tc
z$Cz{*%&kd65eePgiCrn}FRmuJtOo-YO-kgQraKR|@N#KIEn)~3H!05*L!!){y`P-v
z(MGgFJQCurE*Fqu^&Z&tldf(&pZqlQ!tInHSFaIaT=3nxF#_;mdWE2_<#;|+OednP
zftGo3hxos+B`?ekvcFy(RX`lzVP&_At$Hf7U$Xw9m06XQou-l@?hGiLAq|{obQ!@G
zt}MF;L2#P<vF+6EDf**lQCWZSH9<A`=T(t}^nOHyByxS(MZJ2kn$5`QPLxpVDwYiH
zYKz{tX<z3JmzU5dCP)9k#^u5ic1%r8ms~q{FEiB1%Wll)qrP^<^UCB0XG0wLBj;z+
z>x`aavGXw6Pm#2D?+5ZBNz?t6$({E{sg5?ZrUR={*5-U4!MmS96y!uERz$)#Q9a@O
zIb!oOs9UU<3sXNNK#$q?;vExP#kTmL?aYUK8X?-1-leFL-)$!*A2!b}-yO57%pd+H
zBN@wVznez5Ii`Sz19yn~DqB?!)f8DCwb9nLt@mh=?P;8yDS7tfO2Etg5;9SGGTTXR
zn?~-qKv$tvXM~r~cm!RT3y#xj6~V}*T#>$v9t!(K+K^B;Q?wOBWlIv7Jkb)&RNN%3
zpZq<SXe~&oQd$GnI`@icV8ZQ-v;5P=lh@hpuWF7!M?rN$h@SV6uBG?`KVcGAdA|ie
zKA>ALN12Sb5f)Tcm#vi1q0%|5Luv}By-MdCbzeuTGzp>|NzaC{0yNVX((w`)kn$Wq
zpp;}LsjTGGbXP9Mbh{kSb;=aVHBO;lbwZf0#LA-?w|VToM&Bq^gXK~+klm7B@2_sh
z%ig7Vb6skJ-%a2za<^UvizQ{J^LecfpFUHojs+UaCJ<;k=l{C5*L@zq+exK$XES-m
zx4c_v6n@b{0I$5Pgx$p1e!yCEM<@B=w5y;DmPzCut$o6JANgeRo}`0Sac+5B-kTw9
zNQz^QaL2reAPNMRj$B9RTd%3ZGBTG`T%#>A>rbvJC=L^*TC90)2P+|(K*qg*l<`Pq
z6_v>enEJBloIc4e+7vgAJW3Sb=*YM!tdBqSM<~a%<9d5Q`Q~4q@XG5<lpE4ms;E#D
zDbedwq1M$m>%T+Eq(}v^5&`I=B->f6COQ^=Zj9g0?V8y~+Kk`e|1e5Pv^oT(+~en$
zrK4|4lD%OVt%_~5D*MnQ?xJl&!tpr`%!81GL=T-^?5i1RTv~b1loIoj)nXcCNl$(r
zgpAsiB4JG+V$}(nQVp@Q!`J7@U#mCo_NP$?96X|L$9|40K4Lnb;7EuI*%F=VQ+_Bv
z%YtiTYrhCHH*(-mqm$A~S*<f?ApiKxW?Yl@fjK}z575B6=JpzRd$xoHUzY38e`c(e
zP#H{x>%m|P?roZ|!QpP<;M9~AW~3)TzP6WlTvjXh!rhLuppIIAxRg4`rmNwzMw5l@
zKJ`d)GxP$lkICL~_*{6`>R>u{`l%Z?McV+QI6K?RwRK_3Niy+cl|rhWJC&jV8E#B?
z@dHl(qymaR54ZW}1NI<2i82iMuO0YSD6;XMc13cqGx9c38Dn;Q6n2XsNxmObN$ZNF
z^ChQ*mItT1Cv<uIro&C;%u$1a=!!JHTt+~><ba--J&)6Z7SzFu>!%}(G!ZbCGxQP*
zS5DDkxLdOkJxC9)66+l2Wsj?lb@1TXK9pMt&saG!qeD%h&m$HgPa(3>V(tPS1LTBi
zh*k+>zQl5yTqX=?g>RtaUODB8MW#p{9(i@+tKFS|`iEP-T!-K14n${pZCAR7x1R6+
zxS>Ggd--)%OdvjIOo91*ozLhPTSepN2{Q?I=j&MdOz=qml~CZ-!tIHDKwLyHyt{(k
zddb?eQpb~;P&Ve0G^17~^_|Qa&$BPq!)cS2H>dWil<66KxlROMyO&b6M{AYTooPxp
zOGz)ikO-wu+t`FFpUBB1ok{=8`g4>2CXwM(6D59fG_@!5q5yU_qZ|{1DhEh6svA>i
zt!6G8M=?&SAfB+IE^;4bT2cTq1q=~QD0-ZNS&U>MRK8l=XR;H}V1|mIfF88IOugJu
z?YvT#5>P!!2TlH)wEob-Uha<xu7Ft)$5488!|oa{ctu}jRM+yf^|)UXXyTB;kh}x%
zeK)J@%L!+2?9->{Fr4iuUz%s+eGXw*R<oLZ_HrXn0tV*oY!_@~nW|7nYc^^fK-5pJ
z$~jXO;TUS4Nzv4hs=?Zsirzu&ZxZ4%2t3`xjVgZ?*8nvFJ$KrdS#>hNTz4{PsysL`
z7nYZ2u;@^L;$3+-AJMqPw*NuhKJ@bnZ9y`2AT!p5%WalmdwyWZ7+jVN;!;D`UMacV
zR%hZs7U74drGv{A@TtNi-sFYU)e)R%!<k>(jOWJ<-yxqu>BY~a$J(Xw-3xS1$k4Vs
zZeMP#?{uRH>~(QMQsKP68r*d$F}1fIusSePZX25-M}YBF&-L1urA-~OI2AMtcnlpE
ze@t|mNz*{-%b*N`3{H{jBks$-5aQRdUx`9?0Jl&l#<yYTzbak^zGoUPD1@In@lp?(
zM@jmFup&#L++(ES^L@l!L`Zl~z;HP1V=}kudJsxxvyd<%ZJG>6?!c2wxs%)K(!<E%
zh+~m|Q{XjT4_w=v0r0tLE8}(b3nuGn%{kK^m2D!o{a<x$!|A7bV#B#n8${#BcrH%<
zb2vFrcUpN$^9^>UckiMcTRjI996T0WL`I>zFybJ*D~EJGo9xsjQ8q?ZMFHPygBzdr
zlVI7vVCxs&50zl(Cve07`6KsA*!Jlye=Nfqq-q!YqV#WjlPVZ!<!MJ5gI0T|cb*rX
zBTG`UT~JJ{t}@cbOy;_QreRLg*u`kcEiRfj?8J<Nc)=UgS;{*c;I(xR`2oLZK&A9P
z_@Z*#JNQr1uaSXcHBRUx4WKv8ZV)2O5N!+(-n%$O>Wx)ui0kd8e;J+Ow8Crgxa}v(
zpGR!BU&RQ>Kt1gabOMEb7wqv^aK>Xa8Co49;<3W&+Lah*6+Z-WMn19wfm=9lcCxWi
zVKo*sf8Qa1DKmL>lV6I|>$Z4c3+3)HPtY^vb{9YNdOZ|JRj9_kGQm}XAGdnT<4ZdU
zn(FgRCncc@Vz&9NBvj}}U1~0g<`hHbX*=Knq0a!JtxpCTSKz_wSYkpFfpttJ64nb^
z7VcNhYBn*KuQ(Xov4j$AlfmSO?^rBV<|x7(W5lWQ$$MzDT(fIF>F8v7bqS{DXd)#D
zMc+0;&{11Z6J*8#aFEiHFtGvQZwI!987v3GlR~r|piolTX0+cR!4#x+^%${ZKuF}}
zMqJUpZ^`?By)ssUpbOzmBd<n%H%&V&aA%#P%Q{jaM%2>Jcn)&;Z01w00!Cd6)lB^A
zC*Jqrj-_Z5qR4+C+3w6Fi5%Xwl6G*OdJOoK>qHXSiewPRn0fo$E&sgJwzJ{&11)8D
z`FQ1+ql;vX8D3%cp}30AN-un3^U08TT0{h=kK-xQAPcBLJuCA<39nIs^)_jmY)<>G
zUQ+VwkaHs>yKUxAdnd!n#@4gX>ZXR~D(YI5=y8VMnn?Ald!XQd>S;7#ufPZ@d=`8M
zf%DmijUQS8w|9~}FaZh<8!Q!M@EwF6f@O+?TQ0p}5wq*QLlM2z2QFJzK-w;7i?Q>L
zBwXcSdH&^@nz_TvnMX1aq#m3i|6&0|hOQiPT6@5kT-9KjS@>E?w0>CJsngZkflm3X
zb=S63CYZdOVD{nO`5@`19DnNq)AU4%oq$SuvcnV`Q;SQ}udPK?gbWhG9kG#oIwwqr
zGzJVMu#oVL<!y*w7>FAFA`6S^)`(fFTD<v7jZ-4rt_lM4IQ?xO-q)D{gw+edW595?
zN!iwr9?bFWbQp2s7AUUbI>oA|7MzxY`&dKOA+QrH&26LVRwzfT<`uJQGV5q)aLI~)
zSYFXT$AKcr`S>}PKB9?A_htyYIiLx-4zHC{w^Fu|4vZ<3*hZ8_Dui$xnB^DLNT+Hc
zam-TDF3Qh^m&LWq)qS0NG*a35i0WS^>UjOmI4BO+e%|>z$b=N%L*CVfaKyu>g_$_1
zzCy~?T!uF77kmXT{}5k3WG3`J$ZWx8n@;Nwqsf{Lu%Tju^|=(uh-~MR$M1qtIpB)=
zgxKoGaj>_wrJ)shU&HST&r~yU-}7f88}U^y2R&K7KT1GsiTT1l^drWqzozHwd{b3R
z0`1OxGs4v;*{&ap#HWnMw#Vo?R@i;fVPYDCN!dLcY#nPZM)&ULb-yx;Zqq54P?thi
z=aMAx_PDKCHpbSE;XK-Y-51f~xe#C-?jQ9H;Y2$;HK1-JEUkQ{ZmZsE)7oQRW<W3y
zq}~Ewc`R@5)N3Kk-g~jp$y<CEp$4|Q5@~?pCs?*_W?4-UvS|$huy6S)4u<ywB6ZxZ
z<%<U00$eM9ZTKjr#k~hn$%L~b5fv%Pvv{3`ePH{*ZJNrB8l46q<453s3q!<<u9#!H
zglmRLlUiFo!Bf;RPzO`E%b-kie$$Fy&hl@;M~U;D|Fw$N4&Tb~)Yt2>(a~-;oFE`h
z4PK0}FeNlHTPSlRY)HlUOUcar1%N-=_CO*P^^H091v0uxe915^#r4Xh$Up$!tEd5d
z4%4*>&L=_E^0KqCtoMC5!m2|!WXmIVs$6ARvXFN;Syw^3QoCB@aARW*{2fB7vWZ24
zw=bvumnSdLd_;a)j5*)Z6rSv8?TBk4Ilr%QKb88#<fOwZ2rdI|&DC+w0$e$T1m0ur
zbAE>F;pS6qbLg|-O4l5$;CU52OC#enOV=qTlTaZ)a6BPEg!?rN6a3T7zlH8)dDNV1
zqg8XO#s!?VOR8o5bvr2@#(ppZk${^1)5>Lsk@n~L>W_U7o_Lm{btgNXkJ99EIRkX=
zch?4j;!jvj*6fqwT+&m|-kwMB6;~At<6J`Zx+;qI%*Wz<mG&@D_uBz6Tv7S)GceKR
zr|e&ByQUAqo-3oceLmO^v33Y&S53@}p7}oN>1T!KI`=6qD#>*rR>6BC`~s}i7^kT8
z4q`;(ur~NRb{tF*a<S_~<H(bl_Rki8<`4=Zb5rx9QM34{qH*TsFph*Wrc(~~?`y7x
zgvy3~u;W`OT#H`}H9v4?<kS_7T?~cm7P&5BGDsAd=cq;D7gh!n2_%u1a-|fMM<m>Q
zg&~|eO+7deo1$PIRz!gTJCjlMt=ci?+<xsxhTz@qHdyP+j^oI(DJjGKo{#wRc&4w}
zyNzy1yKTX03cKQftx9Q(4mPAS8J9*2Ro&5w@;jOA`ZnbJ4_LGJ8B8(v19c9g?4u;E
z;h}8v@1}#9b5$8?;XCC^>RU2u`P!Ll4#1l1p|{S>8oUzN)sc;=NXD>y;UgqZ=28$B
z;_lk6l=nDqSr5~;RAf#<?1vpwyw+U(c(>a5-$y#kH^zN$oBx8O@XR8BgYcy*tGm1m
zt4q{6y&vf_nr)7p)O#S{Ni?c4Y=liMc?&LBogWD78u;`DOHADUMFHrK*yyBgPB}<k
zTQNS{Jj7?o6S-UPMzu90{*?$R#*6gN7$)YH!)POqV)s+?C>Ke9k#&W;>-wDom7&3n
z;8USsIvv~tx64uEi=obbH<_eY2gA+%bOw)|!?0=lo!G|@Y<-u*vg2+e<>wo@TFCq;
z7=^tcJVqS)SnR8eUkr~SYkC`c*Ol3G)(n;nm;1C~H_AFuTa=xnS!r*teFRXmKt5(e
z*qB@`P)L*i&`k~Kv#KLI7A$s0>7+>Q?F^WF_r!o7(2bYfA1%Rq?-Jk(3qu~|xS~3b
zcNOn;m5>@}A+$KI-v9B5kPta1xd0Y>;k_fwM}LF8nSlPn1!Os5w-C%w`+lvwu#{f=
z;aFil2l!sn@FdR!srtBJvv@v9rFUsx%@vW<_MKR35LWnQHkXi~sB;BAp}F%p57IJ6
zE6<7&lpq42_3oNd2W%?^cP;?KJOj|gD+_+w8?O$XD#H0;-acFy3g3P5eb3og>4bw=
zBGnhds8MM_z1Lc<FD56cce0<EmokUBQ<R#kaET;OUWO2c7K)l0J7aLxRu{6W37+*o
z@!m9pZ*VnjP3%PE7insbb8wgw=9sQWM`Ku8A-#8#svbGz`SrNx2KC}8f8!?5Ab~x5
z0(1A-YzSG*ZE6l4`uw`}+CXO;#cROho2%~}o{?-#y}XB%{bzqy4n#khGrrzfi2b0H
z$RQ2{w=Gc<VN<D#B`|eb(q3fRO^$W*Em!)9SOC4X#6GE3G~$9Z0EIuyhSn}Rxve(f
z+qr_7X;^YU3;q4nju7ThzM!-v+&S{O@qP6D<CBnA(gLv+j~&Sfv%~-`Z&?EcPNo-6
z<=3x}BMNQ)BVn_2Mdbt|ahlmNoUn~)h(9hBC}-p-Iq2QtX$lh9`f>@RanCHzp*+81
zZO!QlH?Er*%?w03W^vJaA7WTHxt@%>Slg!tPOahPcGo4P1m`!-&5<80&5VX|r>fLc
z=1Wrgiv&A)J3(=tbmgzf`b3j@qX-V}H8m(7u^JVxTYV2I>vik#fE(JXIpMQVaku#3
zjMuf1i8pjMbiZ!=_{7ECr2nYL-Gn;S*_kdDUv_3?KQkpjQ1&GebcTGe6$OYqslliW
z?x^qE!`5U~C_O63+VD9c2W>K_!JE9mG{k`+v_z-@vX*n_k-JzwG3L6h`nz#v;o08f
zGtVSMTEHqxxKt}Gx7arAu4=SMO5m}I!LG}9{1Dd@gYXog)`|7S5acxHckTHeIUW^q
zvQ!kg-YRJEOlzNVvM@Ayajl01Yx|E}Iev=UrginkKP@zlny|Ws{FuqoaDlY)!(Fvt
zTd6^U59jBOT<+D|TV^TZjKmXB8c>8&L}*F=^&uCM3%wAYVczqrty-N@z^UC`r__rh
zrPX?KE-&t6R8$9BqnFC!!stNork2h+bJGmT1X`!N_<Jq)jsp<6JA$ZBom>P}*V!C}
zXOHszu_EPNuaTA41_d{#zSI6gV@kx(sO@-ecVsh)!pM%#aSZ<51W?WeZRLDG2ys4J
zd5uC0+Yj=!-5|DI;da!ZfgUJOp$I5+>`bY&7{r9oWTYd$gw_~RB_B8>k)_BFP4&`*
zwHojWxclL13cx;mhN}q1by6e>YZoFq%n{6}|Ef_n3iBR=p%{^%{8lAgWzktR4)_Q4
zVK__JwRnr^#rYPs3<FiIn_fuOZ!qsqR>HF&d8Xj;s(NVjPsQo3+ATRGu?(xWu*;S8
z!^RtNF2<ZaNJvM?F&6#E9=sb_!z6;X2eU7E-M`!{2I70!-}y=>nib`>Uqzh!JX<q%
zGdtK4ee5kbz7~0Q57ako%sAx}uKEl?;E7WY`DM7Ap_=t7f_Lr{Awo=NT$9X-0(Up>
zAkX(KLocDH;99G3D{LO!LeW&(eours*;y>6jN{U{YIS*KOHzus_-{Z^&YLfDn*<ee
zCgsx7N@d_Q#&is<>eAvuOM-wU>Oxx9yzrb7WUb2?he+ooGB=o2g~*#l_4zflC<uiU
zRveaudDmR=BdL$VvXk*w5)ZD+QbKN%c!6IFjOE#?GHxXBngd1=o>oh|iWHee@(%@B
z)W#%RS!m_s7z`3Q(){@vKRuX(_qh{;^1Dh*=XVDE0$b$KoT$%~`U*-BD6*A|{DGHQ
znS;awaVhORCu3Ynp$!^{4`Yrh2N$m6;xM?2g-cMgO6m>^0}KTc1<amRQlRHC$gArr
z=%xFbax&SJPUk|v+&8<_)(5v<)7u*hL>UV@Ocd;5<Ez9Yo#DgOldy%s0#U(yjjI<I
zx)y38hM(Yj1Zq7B!7IjH=+~}7&@B{Db5bk{*!Q>7VrPfT``Aicq@3+NYsV@h2b%4#
z+>%{sVbiN4T~9Y1j64$9DFql(ai2Z%s$IZy3r;_hIYQ&Am{PR(KLj3h)Rc<hCj?8B
zp$M#f`C!MPg|V(D@EO4+N+2ml59!{nGbsAP_q6?|%=w}sz^pBX3LAl<wD7|dUY3$e
zCSPy%=Em-LdkR7$nx5*w1m25+P^KKkT(eUA13CJDq!gtKTAfJYCB9G&VYDAc&nP>U
zSc2jRi(F}(ibJ4+k%TMx)Gco`<_cD*i0V1y#OB?_Gn5>`F_sxSCZrErFo@>jY~P?z
zp2UzZ{tx{ECK3f~B~zH#*j90WDP~ICJTmL%BUrBy0;lElK$Fk6ArxNwT^M^q0iZ;Z
zk@I3~xV+3Srqn#BRAl~fU%3jeDnFvx>3gT`yomGOX!gKqMX%qdyP~ybi3U4xPr#ro
zjjNI|1=`E^{;aUZWH0WdJeBbzOjDGSDXTpylsNF6?VIkIe7TZE#hh`{q0hQ{;(xDl
zuHTW#hD~OWkgB_vo3*!{my#wHLP1=4r>U;ogRE{Kfda8Eqd;z-yhJT-Dv!8ie-o5h
z2OgF@Cbp)%omn{23a*8z{v^-1MqCwMzYV)a-ne}yY{4WtXjHlyIO~Z0`eBl?3UiuF
z)4{o^i}L8Fg7*AQBomnqloGSjjt6v}VL*3X<4QO_#|b&e>=Jj*T#!I*<`EDm+~d>(
zv&C!_aqX0!X@pRDq+m?gzWBXE66cRR2<l-0RC<?k2A4CPi!TEqE2<-zKklXp6GPa}
zJE()8dXwl-LT~^v?@}aflZ-e+GR(C%*bSHymn<rZ4-u{S&iCv*2Bxzj$abUP0{Q9T
z<~+2>9fG*lZ=Su3yrZtw^KHo!@Tt(;n>`-`3!|yF2X3(3u65ketEig}3kxy3u!(9{
z+Ahg0*3f=*VK^SSXDm{w!bpZ;2|Dui2)0J#y*K^9Mc3}*Mcy9g=DM%hSC5Y|({}>P
zhXO<#$7IvUkD4u_G(-`Ol`5Qe?9iTx{|WOk3>en3<kxO+{WBWsOX}QWAW_BF$jrL+
z?~|rAS!2h`oD@Ho1Zzx)tw+Vgx>B^%>@ul~?ISx6<V#o(fcFY&5#Z9!U-Or0>lAZ1
z?n&%%7JvI#b%r`WPRti%hwE_BN8askPwkR`gy|cL$ry#zcjIUKYgMzq#7nd~%T=<u
zc>dk?QHvR}Icg#3hjwpO%vWQO<TZkEFKvEQDiNo{y7Zojhf$vlP`u@G*v>4xsbD4E
z7`m@JSl~Z>krtXQ^F$~}l2NAy{S6yYjK1);nU|y?Tw;rahSEW2KGw>y+mjr%5IVN2
zMm+0Mb*<@-1}P`&UJnn<NYcv&d_4|1Gv7)T1-qts)^Dfp9_+&oye!H7@^YX)B|FGa
z*Ool5Fa)v$mv{X*VIsZ-{rQUknp*(TPmv2^SGD$(jFa^IU8#it^E`Xi<&P)Hl<`Ru
zJ7c~Ma<jtKAG1eqisI{L@#e?0Fmg28^3$0U)e|}S0HNc>r~=L|7+O=KX)4W+VOG||
zl5X)))pjX3vbHn0EwS9a&l&k>bVwWWtLOZNca=<L2^1sohGjgGB96retwCDRZy)v~
zaJx^1(&p?eX8BISB<Qr&2RMZQv&!|tc_U-n^hNxhNWe8_i0I>4irPEbE1jEiwx-e}
z1ist8sLPYZp#EGu3ZhWd<Hhg65@1;;1y&(Kdcpkw$gr^FRZ_Yryd}C4t>Q0b>Qfk0
zzGWv!=f);}R)T?S*f~ymsNyxze2)UAA5jilU(CX}Y7t;V9@mf3kxFp5*rexn-LEq)
z*Ka$|T-WWtd!BJpgd<{YD=cA$?yW6pQ6+DGsiI-0dosYZmxF(pppw*g@=wcDZiO`b
zLc3aYIHH%%z0}lFDyLD`vsnRrpRT=k>%*mgWjS7^W078_eDSxLq$WtG<rT^0wl5W<
znA%$O9h}C8oU^ynAT!D6Nmv?XIBDRWlLUKN?bqd%QF9nNorAeEXiB#)i+y~~i`A7P
z<nf#kAp~X<=Z-PO%t$INvK$}Gyh+a8pzY5QT?@h_5h`t1KzMzvF@HF=>|-|c?GSr&
ze5|)NTirfWdD`fP1=;B&*8b6vbn8Z=)HZQ$JtHtNqPF+Rt9YsFhb_8wtXLv_Hm(Qc
zK&AHR!I*53d&Mn>dcDOdWK$2Bg^^Ay5EfY)kQ<$`=!bgmvlk{Tu|NM+KE&>-)BNUn
zQrRKx^)R6aq|75w-QLx;&;|&JssX8%xuNlSj+=T6{Velm5n=Ju_)A;8b7jvE*{iY5
zmA3$&?LEO5tFbKJ1@0Hx*!%KGeA)c*qtv$9{p+|Nb6*ojig*>IT`$R;1!%S;33K8G
z%ifjD+89k8jlAd^84~N2+9`(`Hdlw5e}xA<WN`kR@{@1!*e})yW`I3{n5S3G3kOou
zP2HNU!$T|bc4p#WmehK@v0+r9vpVo@`3~s;s?kqz%w7Yh{ZV`VO8KOOG3hYl-jLcd
zt7^BBd7NnmR4<K)9CiMCw?V5saZ={aH1hp{;yGFtx(~X??YHP1ntM&o{ErmA$LfkI
z#%hbQCYN8q({WkVr#^05mL$Uljw)9@(ByZna!m}|^PxvR@v%N8x|Us_e-K>GL#_=7
zn3j7nJ$;UErml#hullC6u$`;Mw7oNTxE_DQ`1Byh^B#eG6TH%w-&`_Btey`ajvS>&
zZk2)$T3y|gbgw#er)QkbZ$mmoBOr!!GMRd{0AU%*#0hNKlYd>F-x;2A5gzS3h=>l@
zz@G0k96tfMCg{k`I(*+*J%d)!tSdxGNq%%1lRf%9?*p{1Be$INy;`4-dR?^+JWD(L
zA|?6bjL#Np&Nt`=<lu666OsmRhzbgw+guSBuQnd81#m62`s~9~MSi4#DQ=Lf_ui9;
z0WV+{MV42{w1<5%KVUc4ogfxvJlAa*!i%rEWe$zEaT(M>#OcAd0w^P=szwZJPPlcm
z!@`k5xnHsS5xt^qerZc7FiGP-zYtjs69wbi{p;%m-3PijLqi(bAT-||wRixWUVzTQ
z0iQO{zNB+Zm!(owO&d_9c|DxZm%~0+Qd(I*%U;pAjB|o$tY|M;Zmy-_4vmL12lW)~
zY<&!SWp#Lj6a>YFga~jMjm}zZwS0`<5af^!7SHgo(Uq)@-O(A^yfx3#K@-8vuS1L=
zrA=%!>4tKth16gSG`2<N>x1+N>jETUt3fgwGa1mY%=L*nWg1`#pg?z;Cf^@DvzygW
z*^}0@Uz+VE9*I>Ebb6^~CZ5?%DH(LC&*wo<<j7#}?s~=qQ(v)6T!J~PB|=tg1}m$P
zx_(Y<B<-piaSZ_?cywVg>R2f<lrRN5=4mIoCWNe&(Zujpj1YgTF0D)2wl9<V6;cl~
zvnV6bixs&JGlwt)3y`9;<3kBSoi0P~)4xg}Rih&*h^E4bU}3yyj^9?fiuJB18xk}?
z5V|4{GRCk_D1evC+%Xq~UXx)dQ>f27A&thG^WSEcVJtwe7BHh15!Yi+%<q3cP>`n&
zqtGE%D-lB{c#<u*nVkQj&^dnOwlUlR7N;`!44b4<m{BB@wX&aBtao3nNus<GQL!2u
z3eCG{TO=g~OR)b_(Un}3+)aGRTms5tz;fEBr{e?`4D8rNTa2t2Rd3=f@%XS$N#ZhO
zaj_08?~N5}-*aDzO~*oGac&PT$`Rj0R7lkFXFR2Gab-j*v8<>W(+oo8Z=oKbeMnGH
zuxn;H1itGX>q?_<O5!7W!VLmBIf<<XAzrA682)Kuo_>Kr*bNpu1xfz20clG(*<ey+
z7Fpph6DnG=LV1kHdX`i~q*`C`w7FUvKKRJUB{fpskpk7v%gh2sH?Nlw=kZ#YYzl05
z0IfKJrDN5xcOQOz^9+j}2$>$?7(i9D+y1$HXYKYJz1z{Q4%0QbVLF%X6Z8e*lP7Cm
zLq)rAd121!r@M(kYboca`%;BlJ_n=By7ni%>x0`Jw})wscg`%%w+BX!GHwYAn7}(}
zZXn;T50CycrYQTrp&I@>rl|1$hAH|dcqbgaqJyF37eaPMI(8POKQTOi1B<>vB>qQW
zQBICO>3#!?vM>O#KmY#$i_$W({;BRav?vSbZ)j0QMkWSAMg}J4{{gfp+dm!kFKAIF
z79gnU{{}7kU%KtT2N!*tjsF5%^bKP34bbup2J<f{%zq+_zCm*S1+DqtmH(9SC)g*$
zA1I-3NTGjWjQ&vvw%;H--?lfNH%QO7{x^8fH+%j``$qG|^M`I=|6lDlo8RdF0^|I%
z{L8{W07ikppl{_rNAOmE+y2`BChaetw-V@wH)v7d_7~S*w!M{a+rR7k?^^%KBmW)G
z|GfXrPyci7KWFSuFZ`dS0BQc;flvQ!g%ELZ5L0vjVxAJhy}_W0DKZlNdC&t<c>e%U
z{d2#P5(^<GaEQQIR#IXjWMulQ&d5y2$oj7a5R3S20Dn*c=ld<d|EL22X5Ruv;SJlD
zUe3;1U(wKkP=j7hSd@@n$<W0?>)$|s-xU2{0<&_kzj6Kxh_zj1H0o&Z{n~`eRUCpS
zOFDgQivULGNw=>)L`Ym@CZw2|)>N|IsE3Ko<u#}BoU}spk#vNv&--tuRaJYXiaO6b
z1nQo++Aj_6_h!wK318Z_B;P9shW#2sTH&DD`l@iiMm0^P*mfy7R{ku;b9{4k_Dm-C
z^VB#lHWVTA9RG<lF$xYNMp&5+%#S7a<b#%ID%B?C=-la1vNZ01ZCs7i?bXYLehqhO
zPf7GoHY#vbLDk9BPOCm?3`5^KYrfI=rRa;v;R)7NQhAgVqNm%_YI<d*-N~U1l;jr-
zH{$CJY3tb@O=)xb-5k+Jck5W0fr59Vi~A)~65sV62{v6cUgX)hF?$OHtJ<8Ua4k{Q
zdQM7JT@FqfIkA+RE0@{zFSBhFV-DAH*3*9#9Lg+>4%}FT%H+4Jrsidmg<=4<W?8rP
z7)os}MTdH(ZY~&Z9A{Y9hRy*4PJ@=UW**Jwf%hzwif6K6kg2V~h|mMj;=z%WpgIKy
zn=^VhrbJ~Kv>sep7S<H2VJR824zb0Zyfsv~y(Da@gWt%f=9W7-m0Hni-Q7h){3XR}
zVGsiGI+s5L?qAD&4LD1PLZ??<Ds-q?MXA8%os3&;j;i^dcjCl&<c(N+H(>05PT~BE
zSL$S6k4I`qzusDkor|4RK5ZhjE}*4?N=DT_<>q>EvC4{!ljAg!NSW&MluIp$%IJW9
znb`L_<Q}V!OTj8$PA$s9J6w%PlKRP-Xth)&eJsmRTFl}wv9k4SbbN7CVfBws!<h{k
zS>iZ5vvG;?_#xDY@$&8~?`-7x9*H%M8Z*f(Gf6ws0}7O0`O|)waf#e}Fj)|VwI(?l
zKoFy?TCDelzm!>Ide%=bshh%=c9_LVgda}cO~&B(-wKEVzFzixIwidI#K@@diTR{}
zFly2!tYZ&n`9zZ30(<ErHIKuowN-c!1qj;vSU_+2$SHLoFeQo>fk;>BxUoOu+wAE=
z17;w5|6v~FgU0w$xhE`Pa9MX2ErP&YY}(c3sM4jiBv#U3f`)YQ_J?~|nLXosVnGh5
zw42W9-BCA7i<>95#-r+Laroly?WinDMPbyXk9!=|?R8e=?cb^{m+<m%xks98min_X
zPqfVXZ`FQ|D0XXaH{PtRxFu#MF_EB06HaAhXKcuMQ+LJ81F_#po;5_B>Jclyx1)Cm
zkT2uA@F>8?f=&5yeQ5CO>&^^Vt!q|fPie|z52^kN7yBG2OOP414YH@{|0UB^X9Vex
zi0)hDm(&@mLW=3nsi(_VP2AvsOhko3L#0HW5`{%l<*@iIh>#S(spEVByZa~(=~R=Z
zdCYgFX-ID0v;f|2JQ*6LS2$tH>l~FCEj&}-F%C~Z_m~44Yf^j41K8b3OnRdN84j2d
z0u}LsGmF`|)h}ABDZB?hdPZ)xv5&LhR1R|N7f?3?&+$Sxui}gwfpEci>(~Bk>@Xwg
z2V=DYa;aG~oCWz69`j>%8)I0qLAG3DAE)9UJq)5`Klo)0m{1IMuRSWRc_YMr_L&bD
ziA@9;cppcW{AB%x3{UU~=pM)6ngefr(lAGJJ~nZ3bKSaRp$gN;hIS2*B$n0BToDMn
z<Zk8`SbXX~(&n7Bx%S5s1?OlWcznP;B>mxSVArzk2TzPPB9I&}ju}2ScKJT@Q#>3J
zMotij@*E-Y;iBevkf}xw=~XeI0KjtdL^jua!KA~j@@lNnBfH`ju~*IQpg_?f;sZk1
zlf;rA5Nt|P^XhbQgiZBpROenVQbEQv_%}wq2Hhg*+{7rk%U*%PUr_DIs@<iXevl58
zB)<@mtz)|{L;8u(=DbEXHx6@`B+Dp=pz5L9wa3EH0)5tm2x(4jgDmrDI;3aaak%W4
z0Qd^4PrmE#JU~EE$NS-Q2gA@v>no=1aTb=<9UGb3cJc{<cfrx@Q&uZLHz(P2CmZD$
z@Kwm2S+q)&4r1$#;euJP=z??$uyKE_^IukWGPa#3S2VP?O~7A}NIAtPGV9EpI^ilA
zheP;m89eobxF5f(<@5O#!6U1mHS}F4LrH3HnowaQh_k4)R4Dw@LISt&%b`;Zzc}kV
zqf-}GB_pIep*YlyUI9`8eV99Dc51dYhUpK(WX$;rDX|)tT}Sr9oT;hnR!}CF$)ZV-
zG^6mfGyLze)0*(mzQxSx6dAeZzLc!fdfo-3r#$>b)?>7GeJ3$OdYiE?l7PiO_5-CU
zUz>W$^<%SBe6v&6<Ft*W>!--!T%irkJ+&swn^hkjGVoZ8Dkd!>i@hS}zAOwx$_}wG
zmjfV-2?nQvWGZorMCUi=1q3!?Ox;Ha|7mm|=6MFq{P3CWyPJAYe(gOLO@G@)QE)=b
zCa4kY5mcldRwGPA#;{IKR63uyA0#c}Tx{{^7vBa{@A{9v$8|AKm}Va_GdMXZ!7tBc
zPB?IkVrEz2i=%F`=HIDI>OyXt`hWpGro4OK;Fbl^yoCB0HZh}zy1<jHfE&D3To=?K
zIk&!Y<9L?dQDtqyKYExU10?sSC^-VlgwOJq5rG-d5Yh3(r$OoWY5CMmbt~SW!Ldk@
zPspx)_x0^WU>85`Go@%I;hx7b_qQEo$NDI}FE&qWPl@Sc&@UAV(;cqIH^&g*08lJ`
zRS!PjF$a5>oF$=pR7PBxt>1NnuV(e44ialYkQWL+Jx&08b#aMey@t5`>R@)|?gq14
zI+4Oay|*Ed7zWuN8$wQN6fewWSh*f(Ps<@RFLI93eioSEt}^lN@Q?%X$$2N`2v6)<
z&l6f4saemszQQiND{jfJLP$XJkRzFZ(bprB1)k?&wc}9iO_h5Bjlb~F8h5?Il!ctu
zzKb(4x(cNT<UENmHoG6jaf~%CxA}f5Zea0P4_SCho>FsqI2dW!N~4mHqls8gpIu+w
zW-CCUXIYn$rg&DtWPKPBxIB~8C2Q?-IDd&Yq=%SQ2M?wz!AF9(eCrdq#9VxY+oItM
zuMWnzWWLrQ^)q^&Iag;WX`Ms^REmiSGp{<INBtK2s)(C|^2e>~{OFnSr)rK}(P9pw
z=ZzeaG%kYRwC-1H3<dH1Ye##YwA4vbUMa3?1-D*%ciRZ~bH0^((2jmtfMFxo0ad?G
z-sJ3|?ycT7Pb~uz?D*y<bzSB;XEGHxcdDTaXC+!P6-lDN<d!P@856JtEd%J_ROi|~
z1?^5IijS+dGICyKiBGK=F++w&UrZuBVs_|Aee+kzvb(wb7Ia$tQk0oxzK0S+jtMjv
z+MX11({1LO9T_JmlAwMIwSiD&J(itEVR_PR8*klD!dF|B8{IAvt83E~5O?d55QG0D
z6B%t5%afi4S3RZZ$q}g)NL#p-pRpS6qpa^^R%LJ5lDp&U3el+w=%B<X@Ea2sL!{x!
zA#-?N{t{wPPM%ke9oEnn;Z4lJ^;Hu=$Z+Cyj?miu1?g1$`BH9l)7Z<foW4X8x7zRB
zD?tqy20H<5sOxH0UPSJK`ghma0@;LsX345_<JB|QZ=i)Nm6Q{qxMnxw(LK&sb=w6}
z>RnTx;E9LOzA<%-(&I4bsnl!)!q&@ujv<Xnjjp}a**IQh5s+BSI0C-N0xpW_Jf|+@
zA##Lvu{8dSFe$6zkac|i@_Bh};t3UnJm9hm+-XfAzUL>B)iOvVX!8MD+-FICX+7N*
z2&&%qmC89&i*B+(MUxI-$1r~Gn3Q;UatmN10U<&jp@l;QF<?{L8L+1b+om|Zt-NXb
zT4>_*PzkwV=p)Qbxu5WJE_)(`zgFqVje_l?hYSoLhiYPBE<=OQgAg*0=HRgi554OJ
zb9N=7vC*MM)xxF`Y7Mdh1sQ{`zx<DB1?IQwn}7W#7dACAGPE<a(l@jx)L>#Eq}Q`E
zbTTBQ*9X{HTLBAGJAFq>BMU<pLV5#h2Y|l5p_Kz6y@{ihF~H8z(gNTJY*`yyTN#=Y
z(%YF@857bwm|7SZ5;AiV(%U*(I~dvncUl+{a<UQ98`}YZq8XVufLa_aEP&Sy^acQ9
zV?(>YN&`I$LV80B3sW0=Q+r^|(g0v@0xYfmER8Izfhq{;jqCvW4yJGB89SO<{Gq_Y
z&<H5)UrjqxV-sN8($vZkD96Uo&cVdm(H>xB@Y^V$B0YdTaF~CX2yFey|5xib`yb7J
z^!#)8A6oyE;a~?aFth~N0X<-33fzEWkg~V<!*W>>LVCsDu2eHH1v>hVfvNxA1@x$e
zp}jqj$>KMIHP9ye-@R^smW*r+g!CegcGiT9Y%IVTakP7zE>~a+=u$m9YjZ;@J%Ams
z33Th<D)g;wTz}hZZD(L)2y}(170~(YOh9GU#-{oJ3oC1&i|Byg28Kq!$ul%IwRZqo
z2=tL9K>v@~H!w7|GXz>>W8rB3+m{Z`*7lA-hniXgXU)L`*!_1CpzjF0_@uXVBxK}Z
z{=@C2)&_3@^QTmOLjzL_3ji=)tp33Sw9XP>ukUE_hj|>pK>)jL9RYSgu0QG~01Kdb
zf2jJs+n$h-6F3ZkKjVpB;J03Ze+H|-pJ7NZ@V83@{)|rn;G78k%NCK}LPUNG5&5SO
zk-wQGe$z?(rjz(5oy6aCA`ZZSmHDk)_BWI4ZzkD)GRgi$^f$AmqlJU1jfE>Az3lIJ
zQ2s4J`L_h+e@amPn^Wy~zmkcy-P>_tXlDtGc0CJV^aFm20Q@Ea{8I$rw-JE9MFIYF
z6971qz@z>5lmP?b?bxL^{4K=rpF)5{e?_+GZ#vW8bf*8LGyR*+@XbwDzm;46X0rax
zWc^Pj>%WNpW;QT&G6gO%^wz(f<oKK4@i)KYKlvU1=5zhs4_pl1oaFjf&%ZK`B3Am=
z2Eg^|pD7IHw=BrNmdn4>iQ<M9PKFM^;|Q2@{a5nP)y9w!j$Q^}3AFBw0FM4Ik%WIN
zyKfm3APwOk>6m}h@|K194_ed#Hb%lgi}U~v_WzY4b%3zme<}B$VukFiZ3L}d2sPe@
z#LCG^$icz{9J?F<xS%)?zMU4{>@#t+)FXV$(E%IMz^MiN2NnfGduvC#w{ynttf&w$
zI}H?KPssFFYUz(*$^ncG|81CW`K5miQ^*>)pexz{^bHAr=beDL>OT&9Q43%iOV|)N
z8-{T7QifK>z;Iz?Vqt-!S1~mJ*4cqIal=0rc}50cLRrw%!CubLPRQEQ2Do|v2gC7i
zxujzic&Akcm|4%SNVh+ESH%`eb@`Jl5(?5SA0M<EepS(M8;u!bUB57U4H96vX;xO_
zE)>dN=F+@KN)N)Zn>G;=^T=3CKlQ4ra9b;=c2n#Dlzm6Mu5LI9F;p!owj@DD2wSws
zbPI}TgU1g-U}2~{n2fo}X&K((R*d=P0eV5qg8THI0>o_fcdmL*Z>HunwA=$tXxQ}F
zDU8%OEb0h)`!BZ>(3%&o2R0Asalur*E!)SF$Y^?ZK1PTKS!?q*?w)LBV%B=9Hgqst
zV`)c@heH)gpkSM@mT&nfGvx;iO@1xrw*YNYc|YC~>{+oG;r{(1t?X`Oi_>%+kzRR1
z<^l!4xP>6|OLds$2D+$b=bF%JA{sx~EaNC+?-eZtqQ@G7$9KZMH^W$EFuTvMZI}Ta
zy<$euRJlkDL-@$EF&icziO2y-qzH;A-jy0g-p>_|j|dVKiNvTompLd5CF`rCy1XwD
z<c#Z2LhoHup(evL>_==!^blevrc0y9xiqoS_TFteQxx9M^Oaby@wF=sMdMFy3oaOk
z6i5r_#T^qR%6UJEj0&0J<`zG%UXCqc+dk`d9nwBGIoW!yohhIb?pi!_ljMA<%?iXR
z6M*nU`gl>1v?il|BRKwrSw$rwnurntaHUl(4Yvti9gi8Wa3j!_K1#F1rBSeF)p4<f
zI-`y%13=s9A;lI8FKLqK)mBUVqV`nd_+#`zgc!4jhtU<Pg+ngqgF)|?Jj5v6kEp^~
zZA>t=l<n@F`(a{D?zoxwtXgQNAaN+DYIp^>uz05QF!~3@#p)mPiZBPMn@^)*9|U;=
zzmr)DPob!@e9Q~o_>~m$phtbOR(^s#)hn9}otMjv*b0-}4$Ysl)n+qo)FMlN!b!(Y
z<E_4N0C?ek4Tdx(LPgmHvxoVJtFPGlWOQpQYQL&;@N4}xM0o>S<G{0Sz%r+sQ=KgT
z#t$i?w9c046jqsy_xe!=eyZCU+r_wITJoS6qhd|d?W2i=Kd7I42h`-%J9WHFt&s0y
zQwDjKWc{K$#XtJww!Uw^B(F>f0C3$gJC{AjQ!%Sp<Be(8AHL^akgjX#ETSm!PRFI{
zxG9avJm@qMRMF_aH-Gn;XK!6;r!}C&;2td`>6|x88vEAqdEjKqn`eH}^N2H_hlY=g
z4J7gAm5R7vxA5ilIi)S4ndexGzHwohs^#YLx|wBMaq!L<Zf{kaytY;c`qd?#lF@Lx
z#y-_ursYJyR#Ei+7cQoc_O@tczUA^uAEdqYq8SV3l@KEwDN?|6J+yP`^{Kn05W{WC
z5ik5gf9>bmB?T84ZS1bFtW+?ZOgo2rQ6j7*Ncj_r#7_ARnb^zj#*6tG+4r^9iphty
z=$+>^^nAO0kNxOH@m&W+u~5X!_c&J^u6IJY?&J~G_4r*^Q)OKXctSS=;Lk7#*2sRQ
zD5Ef_G9(uy)`I;lP0S6G&@2~M=QnxgIGW4b%a_`pPb&_d8qwP%NCV9|B>CYS1wShP
z;M|y>waN~AtP(X)Te}{EjbD(=NnJs|m9i+pde^r<sB9ul_56h{CxKVvzKACpx4aZj
zTE85f+6~>c5NB!fDq;`AW(wfV-cgV&+k^*v;``Iw`h?4)OSVSiy6ba9@?bS6i10Rx
z6&&!l@t-Mk!nf)lODprg-46SIzANw_Zv_0`B>$QJ?e4_?X=!I>050wSO#XYQtk`XR
zeeZdz@`Fs-U}O`yJ=7yZ)A_QYRNfNb>4IOeCJ-;|2TDTbeZ(>5o&$IerMgTDjUVaa
z{^-HXTK3C}NEqhhd2wG~aUT(?0&W&TSwX3A7@zj>Oo7ad==Nj5NV*{IcchP9nc6iR
z4p)~q$f0-V)ZZvG5K@2PYu1U9qr(r!6*++A@f4qMt5F1&OcziN{G>-}W06oytsfIk
zYH)MEBYW5@Jh`qvT~<r)33F1&W8RY=H`|}3d%68dz(KndKO!Km4nfr5=OkOHEcR<9
zvOw%h%eu!BjSkzX%O~lPsIv6ya+F=QF$%KpX1u8+YXeM?%csrZSy$&M?4bc9;`v(S
z@l2@PsoVF;Umbd9!oHAZ1T0y%p5;n&<En9BFHkGUN0?1>h-ui?PIkQF8%s|M_i~k|
z8+eOdJIFs96sbuQuM2#;pG5=&G8<>i%M980Dc8HO#s2^|FraH5JeT;OaWiV_?z~)r
za3#|ZdSU&EmWwN$XHKIpoMHgex(sgDfIatITs(Z1<R=W?<9a)%${ER2)K)=|n)683
z73FT}oRCXuNH+OpS+rT53bjplB{oP2cYulm%+I5HCR|_4Pd5A(?q4=51Fa7Wq84RO
zeoarvRM5n6X_VvP#?wWaQk0YoIi-N=xH~%F<7SExyF?ojN1G*!aZ`9DyB11V4eqZ8
zlHvWb*CbUo*rfTGM^_a`W9Is4h|J3|V>1+c89zz-X}N>rW2bF&KpUraJIE`o?(pz7
zck_&^tNdKC$LFfbOJ|ocyWpXH<E`@_vp&WYxi&a_Tg;RM0D78^R>gVk&!W`dQ(eTu
z#J>d0`#*Yyn%DU;BIaI2=*hN>e#p9SHg|75M-pRc6HUna<;)h;N6o)K#1Vf?%Y){2
z{TVlL$KCl5IsW85!==u;IoS4M8WLeMQVe%rF7wM0tQmiiQ&{XRTr{K~^%3iES)c^f
z8Ty{8@v~sGZ_T_*;6ov*W1ocKmYP1xR^eU_PuNn(l;L~IEjy(E-3e<lu(q85{x<1D
z+xw!uc!n();#LH=`H@^5k`7VUnD!W<0cpg<@SJH_Frn)SZpc=K3@$^5BK~8N5M9<#
znW)1#MTx`Di}PA_h^L3+l<Q+x<F$}}@U05R-iz*R^{r{C3mVKqAV;&%=VdB*nYpo}
zSR}`R(#AhKe&+KNc9>DfDmq?q`_uH9bxIzJfJoYu!q-N_-5IFfCo6++*gE9Qlg*tn
za<2T?A*RWoBDCUWzThdqpmToM2^oRo^)0v^e}NOG){J3wXh){X{j~(*FPAc}!~u?B
zt*b>pKQHOquwu9QY0wmQw_x+4Axz~NP<j!8`@T)q{!yA}%LvdG&-lp{!K$;85>`>c
zt#Bh9;(Josua>iBvgi?UkN9xzg@DPv>R4rM{RVz%r)p4BL3HRYQl@*Hwh=DvqA69G
zV`Me36)FebNg8Lo1EmM0WVI6!k`YSWcVUpvcI~bM^IsFa29-tK+NKm#n9|9jc3xy~
z4e>XzR0|C80U3TS@-=PN3w~zcz0-{~G!6l-yN@6}xQK`;N|JRqv+yRjCWPvQN-6d3
zKj>-Upw{s*pX4dFwKG>KMkG_J<jTTm6L=U6;Tcn_+9DQEZi0x<6xy~~SY)M+9dO2Y
z9yL=0_eYNrB@N*vOTTlt`6+)y(U{>3y&L<EvX}I%Dts27S#H`b&@v!UQi2cJjo7O$
zhWBblWr!`-8U==V9_fxIr$A3xiuV~;bbh76#!nt%Rj-%s*VU)*Wax5U4uegpS-}%O
zctRI`qE;h%-`5gX1rLffOlYe1e{=nDKJ<<}+~=EeYDQw9P^o$<e62GG<*+USIu-rA
zrNnTd;K(F<Q+?{!LX$jm>Jev%^Cf}PZIhmbkEsRsujA=I_a(n(&7W8Xt#3nL2D!0+
zs-l|X-W|nE_dLva2L?CDbEprWKTtZL#LR6rWMVtxY8W1xwHv}vnp!xxh{H0lot3!O
zSkG<n>qT1wLD?hsyl9(YN5*(qM!i+YT2H2Obg*BJ$-oACVZE`uf2w=BXG~A-hvSM&
zD-x(E?e6C_zrc+3#{z9=w}WVdlqHUE>qXx8I-2%qY0({;kBl(q8*R4xCAb$WYLL47
zfvz$2XU7SW@AWxjgL$HrmInrcoT4w{+)Pu^){_#tc9E*xtN|OD4Q^!BQ_UYRwBbAt
zbNaEvOmZ(=^;W(H1ROIVm#rpE#BfQU!_2XsnstsHBdSls7>UI9a!TVo6RFMv(G8B}
zde%&HEz5R3ePso;GBYNR#L9)JPWyoL)X<r{qTRE<Wf~|LsMiXsZ1VlGkh80|7G(7m
z{fvrq^jmDJV6jcTFI9Q!YHOrD4n2z_qKWKPO}&}hT+gnBr9H;OG|eTf<d~>P<ZfX?
zh+<nCk*1Db_a`@mwy!8gu_!t@fNg@Nm(Sn3ZWaRDXBrCBOw<`%5<|3_-f5u_M)9()
zAd2QPB%14TNO5osCm1AA=khv^6-?IOAAT-H##KUh9t^8c9fS*MvAmzprF>uBRV9ju
zLoqbJq50v^S<4ThB~DVdt?8tPOE<SU{#3?hfaN1M4m%kHH`mPV+Zn9Qvee~xYO92q
zAhA%w%UaxTrh}Emm4_%c^Av9KTYjo~)oA?OP!4;e2FpW)=Sr!Dy^zgaL8LTMe|z4H
zChDUxn3&LT>?}bP0!C=xfs<f=iLGJn3Y!~tz5=_bNOpEeV3<Q@ww29w=$>mS&1ob;
z>DDXE(o)a+^E0N_&Z<#(_?~v<H9$B65lELaiq{SmmAb`jabGS5{}FTh7cvmA&q|F%
zt0?b0k|tXgBh^P%ew8@j2={hf`2Dy!^4Lk+C`2Nk^O~gJkEG&o-PHMMl|!WyTeT07
zXFfO9lA;?_QYBTZ)9^_40Lu^`n>)K9)&alg?95(%Dy%tR$*R@hzP2>*(EBkHMe|VE
zrf*d}@c!bGD^4y-+)9opI=gCS2WN{(&Xnv^qIyY;V*TfgM0;lO1j8;{<^RRpI|b<$
zXls^fW2bG~wr$(CZQI`I%$>Gv+qP}1_dQinRrkiJ?sIQNcXY&h{MW;Z_+RFj<NGGM
z%uS9XpQ5lY{3Lq6TdI*nt0Vj;suU`kZRX)x0B&sXIpsZ<3U=u9(Qp&RPao_0itG1L
z6{5lND9*{kG<`Lv7h4AEdo|~yPBYI(`D-v{l_%4e?HvCvzP~plC2)Fip88r0ju~6i
z43)u>0ApeU5RPQxR;bP1Dn*4ubB5&Os&jJ{a%KrS0$i2FOi4naNm@JRXip;iBBWuH
zy*uZL;5HXWtouUQX6p!lIj}0jXu%?-Tui7s8Mtob(q`y|Oy493ZDdRsr_|&zj~*)X
zVK~PTJ1Wk60X4r*e}V=~e6j#%n{Q=fg1}i4ZG6*2>!yCnQx8UfBxe~=X(75pl4Xiy
z20-woXW6$6IxoC%b!R<k44FJ4*o0!_!<hb{n+1#HARyes!1*Hk0Yf7rW2o;WX}v!)
z0&x5DhD#GELoC)9<1Yo##}%ZtEr8QJxeG(O5lw-_$?J&rza@kL=5#1uaC2gbnhl(O
zV)`_?VJPpoDAucU0?iPfEKi?9{Y1i-p8D4?hzG9|kFyf;X_KPFH}vFx7@h%luI|u!
zDw-w3Qhl$uHXX7;0MGfz^)W^@M}a|c@Y~How?-7_?Z-h`RPVfS<CcJ_5{s`M+;#3)
zqlqeGCJXW6`q3VSy_6eI&*VV&*JDUi-zSH^$7Gs^c+rO2D1~pv{#M!FsEx2Izs;uP
zcIgOb*>n|b9%{^*b7)q%n}t+<yBhGRhx+uTTXN2{q}4`dOQBq}7MKI($f|L`L|aF*
z1|)M$l@0}q`wn=JdGZNR>Z$&AcNdU~og{2N7h_!R<cAC>dwg~|eP+&AlA&)X2Qn)l
zL1ah1=2P-I^4P^|q4D#*Uzl*4!oK3@VayoF>c2*a5ZaDOF<w16oP3b1cWL<Zp|M2C
zXGck78Ge*paYqO4vud#U_jKncN16nO@WqfQ7)<{cW@g1(@s_KCkC7i`Y=OQ<eYBu_
zhwvIga;>onre$v1RSQttvKpvQ7JWo_c#Mkc+pG6Gu$v+v#6RCm{2O)ppLFP7r&Ub<
z9UuKa<EnqmMt{N9|KL^s7*hTRmiv#qiuvEczyBn!qG$i>AO2T)Rq6&k#3Aoy*oQsd
zb>RgvSkY?z;U(GDicgFpS950*DLqW#^7aAG_fh^JF)?9qT*5w*lCXn8D>6(hhM|g|
z>53YQmFw&Dz^5+Fw9TZ})Jw&ih~Rj4`nw@7HE&((t|+i0K7K?4$maVzG$|9-j!!mt
zd%xj<<*wGCgtvw&KRye}n|JNVyD1s+&-!Y9J=u)bAVt{8Fe4W(`)!2%nc1;^vZrj{
zpY+EC7B{o*M%Tk>gYEP6b%JU$X#vz&C2I7a-=m0^3EDaS(W~TpWQu$=M6+tGhUem{
z4bajGhMA93O&og>qP?d9qJU{h-xK6I^uJea|2#CPKs8Zz;~%|es+=Z7dUM|46yg2W
z3;?mCe>%mc^g9%jOSqWZ)ThLLvr+h}SoGGPbXZ?}7t?(#n6JWniF8~0)zQOwoa<Ww
zs$qZ)3O5$(RlZIZ5N&lz;RqGtW_ZQ1ExMA<;Vb{14<%)+*>v5Bq94Jca5Lus1)KwE
zK&T94t!Kb_+6u_;_|eN;0k<l9N-C|G326gmytxXEn;<~qct`AMN0|C6LT8JI(nfgP
z6P){Hmm@I_tq-;rq?S-9QzLpp)iyt>*af_9PMRtsr$C8Q!;hZgs2rTiqPm}CjSxRg
zaI08+c+pE<U$MQr6ov0t9hs0z%nT_X569KX4MV6_h=qv0N(`h0%8;Q*nd@f`Ne!Ft
zWycA$SqWyQa$R3h8TWjLN7r@zll_FqZ`w+9D1}M=XBlHb|83IBiY=Y}0|z20nbL5K
zT#TZPyc`R?xs0pB{@CAafAzp`%AtIGUz>}4CPISUg;BvlU?Iif+)i)tlhRZU-Pe|C
z25RrRt=Q+9r>pc7<F+A%`Q-$)F=cv@gq+H1VE`s;A&&BB9%qs!E6_rdI;k=c*P&7e
zHM&9sWA&^kSSf3#h(8Z!iD0h_R$JWQqT0qpO(FA>c(<ic>?~}vj}F(Bz55B*0QV!0
z&JGc2&RlF~YHLE#?(C!Mmm!}&k3g!V2dQ-<vo|odbZbxL<CgAuzOY8?%2)KdLPzR%
zL=~&#oNnkGbrLudk)jvR#r$=O_sY%UG0O~`ZSn({5=V<AVMrW@tGosEfxu<4;F;kI
z*{aN4_KOX8l`q8jqMJ<+#CL?{Qgv@)Y<cGv?OBC`$h<XHj2<i8lB-Ja)0QZQJmoj6
z)xzc|6?c3|M<x3Fwen<@jkNHER&ha3mmrU_fY{E$_B5Bv6>Fgd=)^|wQVlLT%BRFu
zy--{PJP!t*pVOyBvbYZ7r8jox@T>KaoIc`}j(WMKB^m@obhmW=3w>ESu`bJnnjxXJ
zg|?7Bl#4SuHJ$RDgK7jyJ4uFaB;<RYI*AaWVtVPwnCkIaarz|DVnMv&1tum{FqPh0
z()#0RpNbPpp&j27?oXdP&Ip=U>&xr?D-%FsRxsN?BSOsoZsq&`4iWk*lm4gFQ09NP
z@%X=`Lkz48|A7uo#2&PwY^|u-Q-IpU3U`^g3SjmbGc5GFt8Qu38n;){YA_0yQGQ`P
z#Jt6CqM59zprF^1C$@LaIKlh9pWu~w-oyLt@O?J!V5O9Q-Q_RJlp(&(<w-hc6UU5G
z>X^z@Kc9pJtCo<VUuu1N`GhNX{=_mmrY2yn1H&&AwG#u1vVlT}*JHQb%xj*MOFQe9
ze(~YDM#v^63!gWND_pLO#+j82za5gA(4|>)N@r(hbGpbmAZ73CVD?FV-hB1!itC)%
zA5&6jiI`AN;G`~3Z?TsKc|}_3h$#K;?{ON31Ap?wTpH_UM@Ty>*bHYPq+z3;oW7%7
z0fX5omRNj<0`_n*_EAqFJGCf)jD17M;&gPqx8yFLK!3hE9n7Za!|6~q!^nX$BXLA6
ziyAK|uQ_<E-1OU3N7C6`Y|D2k$3lJ;m$6;q**MKvEZ~ljH@wlkq^~eKc@I+U86Nh>
z6oTov5YHf{5Xa8h=<P>7sCV*pk<qZxArg?nBvSBluHq?F>zg)OaedS%vucQmgVZbT
zEADDvwGiE@6{^<`f>w>YHQS@d+%pqc&}2iN1?xJTTcUq#;Ht1o2rJW0<6PP?oSH{!
zV(MEWRD678eCFGyjxb%x39Wt_fA&?5_omwdjOL{N@|J0<l8`_JA+b}m<z3Uj5xw1`
z?>|Xrn#MJ!j}ypTGu5V402U&#H2g!rM1ik))%U(bXDhF_uaiGv9z5ueZzw2w2#jQq
zDq;)`r|D2l!E8LhvUNz$Nr`C0L%f_HGzU~?F=EnRZ{wWQg*L)DI5*%{Q&P=C!PWLl
zkrNr9z|_Cgg@EFbA)L5$eYnGf9YV}~78KY7GrKV27c^^qO6L@Xos;WA+QqV4;W#fK
ze|bYkFm#IDeLUXn)SL&r0%*-^loi*8Th74c$<eGqKEHO4NZ+ZVJj03$k*Xd^(wY3|
zj1jnAE*GC}J7D7BG6qWC$*{p($!;Yhdqum0Dy^m&dqF9P$d+-RzN#}6<~T)+Y<)!_
z0dP#&(4(EhZzAE}Hqm3tu<8`)cIV>IM1Z@4Sw-P7w0xy|%stDur&}liHhcmO;*di7
z*>qi5TLKzG1S1v@9)Fm|tjcpm)#d@ZMX#{LcNOoh+#Q1H)!pd>W^86TebbHANC~LK
zZ*^3I_q7R{vN!Xyc$yG@Nw0y?<b~Ph{e^(TePtfX4;Q7zuvh{9b4~QkwZYZnE7)(C
zUmVVKaM*DG{y)63^bky~TydPbcjvT4ke0f3zxBe8L1X1F&44JJ%}`uE{iWf2VD$*l
z>*?`3krCRP^S(tpJQR7>pAQd{9NwdR9FE<fo6<#eyX{-Y6@UfUY&tZTDvD?t<7<eE
z4W2SfK@BYY2ciXkEBGb4#MuKt8KBI8tZ>A^$BS<RQfp{96IY#}jaO3_#8>6XcS8F0
z7EtRa<W01~MDv{Qi;ikK0ye??NTml}Hu%&~+ksT|QSC=ouC)`whZQLfK(7d6D0n@u
z8m)noyyXo}gQxP=vG>kog?30986@%KB4GMC(b)od@aV6X%wqfF6l>8Y;)fW~lVc*(
z%5xqM7Oq~%&&S8&$a%`<C!po#mG2r@SO6dw0NN#_MQuU+9T&D-k2(14;J>V#nC&`l
z`^m{{hXVQvGDi&o25e@}gs<&)PXOs-K!(&9BK;#>3>ypXq~wvZTYffdeps!3nio^l
z%$Y!J*j?6`ZAL}UR_XaixfC{zhyC_rdOfm{ZE)xAB`s?X{Q+jA1ZM+_2c`vD)wtz=
z09+vZ?4=FcfJSq#LuS-JEeT9OQqE~%<^&IqcAub-hy0wS1ge2gZlOzM<fMKUnY?s8
z_QdF_B6PVG=aDmU>~22pny?NbGL(Srd{n@3M;UX+l|JKcKhQ%z@0hw%=lnr57jJc^
zwm7W0?z#ge0l5vz%oI*=DBI3pJ?7GB>`#>cU<}SkB_!vIQ+GY0Z*dc93VwuV%_82z
zU^YJP+{wPdjDo|m!UTtmKw{t&WshhSg=7%%7_%{8rj{P6&$Z*xncXQzs|CMVzIN26
zS0l$z=Z@-jK4KF%y|IF?x%{z`=Yn%$qt@x20tjhI3+Y9-G=)(!{IU>YL8JR@+>Ech
zHCbW?(gNsKegr_rVT@|Pir3~29iswS##>VZ{kU%GLHtH7lEq^bFqa!z?lxRFE*ASv
z>o|`K!V1Ov_RubBpsnwIH9N^oGrKwNNX`AjU-iwWLA}#T9vD6ur{jm-i!Qgmu?^co
z-KeWUzVlfmR9rj;ETGI^TiPU<<G6eoAHg?-LYjLksBibO0-p-l1Y!Ht4MW3m-;^b{
zdNZx*6RKTMk)bK5dq+hkQ{1qR12;(&NCu4z$iDu{xp}Pf#_Gt~=$GiJwL1^hK-$>9
zLpRS=s%9_q<FSLQvF74Kvq;%kWAl>~%Lvw|KGF%dxc5hCT4$n5+EfF)w*KI$ikoi#
zHHw40blAw;j$7b0G2{=~m;GK%5fijJ|H?Z6v}#TU#0-e%YxFejsi7*q8mIZw$o=b9
z6Vv(%5PTiBPu{#ez&*k(@|K;EBL$9$Vz%`hf%aVDQ)DwKcsyfkL|z3!X^wp0wa@MH
z6pu1b`;+6@fNYr$=kE19Vxoj#?A2ZC<5#S0mN{ZQU7KX5*aZ`H`vx@KFV}1fin_&H
zRbb?(m?*)u$X~N3noZhXdWCcjnF2^H&MVpbibOu-w}P|t&_zSNNIB&DUta)^l;k}N
z_vi8wx6Cpi%y-w!8)CcRvx521RDOYc_;c|->F&yY@^eS5)EVOW2n1Saw5Y#K42QDn
z|BATAM~r69O<gyE$fykVKXHxkEUXxY#R7z&=hQs<twPgr20UvVAPpc~*GWtOY6y9I
z`exA7c~=BV;W<wC$#Wr?Y4rh0I{^BMRgS@cTNqECj#eEFiWK@AsmEc05)bm^@fri{
zm#<lJ=O)Gmw_TOt2D2SeUIW4e4T|*_E5Z;<bpx1_1)yap`ViZhgO?)-3920CQI(cX
zSo4b@cV)`!;>xJ(g8@LTFt1mfkP;fA;JmAZ8^Ii<2^JP7pppo{kliSG#SPb!7OD_w
z!rDr36K_MZqg2)#u?qnS+>dsr0ro*27bdt0jIqX4BW?cdM(Hb~I#lYO$FU@WZT9)r
z0c0~+`LAA;2q-5ah$(zV<z^~~U(LVq5?-;FVxGgD{oS_^C{y%d*ByP59@<JR&04Vf
zl=ms@sKBfOy&(~Y(m(@8ufAwH>YpxCg#-*;g24H;A)FN$Msp95zOgum^oKST0qw;C
ziHQ`rC8+=qfej?F>=owtb+Xss)a?`n01zwp8R;Z%ImY59%7>ZvnB>1^KERa(mNJo>
z(b@rz!MaNkJnza#U+ldb3Td4c{x%UVm4#J;j8-@(l|7UzoP=?Q&5U12_hc9dd>vQN
zJ9#%$lsoJ66w0pqhc#66|ANdbYy=(3JT!%lpZ~ejVc|jO=YOoR4;GfzGKa=xIbSmF
z@>s9@#Rll=;`Y;HCutCgB0FpP&Tu1Rwym5$<~%-38+U{7$gVjDobXyVPsEo}$z7^Z
zGX-F?Owz){tm$Y`I(wa88lEo?XwsI@B<ku<OQV33x1Z-OfNoydRODbl&OrzbF?czc
zDdNQ6Qgxf>oK5~W&|(4P>R1zpZOZvaCLJ!vf~Z1;lbrIxhI7?8CH6_D`IKHf*|q3^
z$cOVO<F9c~x^TP>6Gl2yIuStGzN_F@NR=;Ki>Ifbs->_$i9C-qOAlz0fjoN21PB&p
ziGtw&A=xJ4?^YV8eTmA{DAA(MGToT4L<zXA$hu1GFQW>nzGD&vz^{(-i7PxrF?({+
zqIA-a7ud|<4LbsC051$(PAo~RsR4#}ph*FS_ftSgc$=^u4cq6YOLO<~{rH!zef#GA
zZM*psQ)&A7M!zXGTaIWDULt}Krw=7#n%X%PO_yjiMk-n>5fV!4Dj6|EN)*>Qb_pmQ
zpD)<+CEb#)Fw}qZZ*PCMF=V7C$^gWCIhlaKsy(lVz+Hy(L1E3)3ap}IF_&~KT!AwR
z<%a~KFUGT9KirC`94L@4pBG01#W_+Zm&v%T_?YToxdrI5Rc9C8u}kX43bA3r<hqS9
zu^2F?FUuo|`c(&hJatERBvkCZ`y%EX5Gh<z8Wz+GRN;Ogs+}Xu^#H*D;4|-2{BtDr
z?*eT98G-8G$kD%KQ2k>#`(KgNKPIF9J(BuAQK;xSIR48>N&$7B9%9nR5$}4y=a{!`
znvs8gvFN=0d?vESrjj+IpFV!s_qhQc-L|?$PPqu6vt43I6AGS7YLERoD*IK&huHN4
zjxu(3CVkj9w&M788Vi3}mBs!&u7(2#uc>}@f=NR<x%ye6Y4jp}e#;e^>%fI99>^8l
zg!-EhOZ?)4&uT(hpwU1AEZ~sdxAHr0udE+!X=<ViBWc@^G7ua3tMHLshJ^kK`&(4H
zyI%Lp^K<HJ@YJVI?iecO71W4!eg&`6n1f;IM&I!w$VGy;bWpozzhqrxxy&gc6N3xb
zM(B&1G-JO-Y>|QB_0dCmh-wiS0UP^A^fHG*beXmqS}z>u6feIfn%c6Ul-`C>3_1LE
zlHn$dO(g}ut;lJrKCEKpeLrq--l|7N($n5I)gF5!B%8~B`B)ZUM%9!yOz|BW|2!V2
z-6zD0wZ_Mppm)pn(6T^>$cby}z+#W{l#}+{s7Shuj97*FH{K70%3t|ey-`KuEFUAO
zHFHM&Eui%n!6?{<UUZscspuJy{JgoEBDme2VuCSXFyv?B&|*YzT)&@;^X*q3!7kjN
z@un>*XK)LhLXdO47V)u-?q`QD_uSXq%*0Ae1(CtFy;xgqIpRxHZWQUXR)ex{kz2!D
z?~X#x2$0oS*Y#Wed%_!&Lr*(|ax<NXb?lDD<bzW_G#d5_riQo-G(G3<t}sLE$<&O3
zG%5`k?Fiy{4ozb0j<UHJ)u*qCNQ=Yo-+r9a)%s$rfA=V|(1Ns5$waVvYruq@gOro)
z$Vr))k<AK``AO^^M@1?gJqEP86T&1$Ck#qI&N~bR8#W8evggjrB@SQBTYtu$ZsKMI
zlDK4%j>yk(pSC`bR^Aj0I*(tOCZxrWe{&~!W4aJuTMR3GZ7?d?hd3Hy*Q<+QN1b5X
zArbYVzh36;H|{CjhoV%Qp)$6_mnN!hX?f}d`FP<sH9$#t4tC4+HeOUtQ0s6_1&kt`
z4i+<rzN{zbyL~dd=A2hZM#`%lyl(wOzt-!|C&)Z_@?_H7H6rEsjPaAhDaMcn!;mWq
zRJhZT<V!Cnrl~-;L!HkxG)|}Y<wh9sOl$Eu5ZEb|uAk23Yicm(BdAZYhdL&Dc=6(h
z0h`8j-sux=J&bvgxlj3@=)M1O`;C~Vv{E?kPFw9g4?NeKH(+!?+aC7blbVs(P<G66
zu3PlI;{tx-x!kU)SNVYx1*5Nc%VJfN;Vnn>2kj{np)}`EA`~ZoodE6IRw=@Kgzlkd
z-Mm#cy)k-An}P*lcq&qwz|bi(S$eO2#{vg-N&$NYV*Rn}>H5Y=RrTZ0Q4V7@K)9=+
z!o>55H{@CsO@fYrRG*p_QwN5v4Xc>zYVCO4p%B<?XtQGz;^gAPU>~E9Q68BPs*C?O
z&V?;$Dp@vT_0+gOB-u3aHb+HQJ;m$V#+8o%zt4s;pOqgNz^VW<>_6pG{~s7j|7kw;
zuiHy3EdSnKO8#pv9X2EQtf=h{spLr&K>FiH_()mXQI2uCF3H{#9tC9Pt4=zOGK^`Y
z{P32{?fwlf)Jdvf##=MD%jI_OhV}TU?oZf1txPS!XT_jOTH{vNubL3{<?0<uXcI>u
zk;X9{DAuj%k$hYIfJRNFe)H%^AlQ71aVjq7H>UN)xl&Gd0^x8?Ko!*qa2wrWsSK8l
zCbBmfJ}jsp8WA;akIQ)MC=)7jCcJ?oY?X3L9NL-iEpNQb$GWUUwxigrY+F-xdY85w
zsc$*^=!pDmeI7^(B?aQ>nk5pCV_{beaxCw}F3Bo)9HhFWT**fJXtcO|gdor8jf=X6
zuu;Y|2yT|HrfXOUXxjZD=`Gzbs2m}(!4{8^O>_n-g#ai+zu^}3O);w@O?Ip@;@N|V
z8PBTJu~y2ipW4?;h{@&_1yH`esn8W(Ut1hhb%pmI9c(kUazQ{Fw`5d18kPaO@McX<
zEqeG>ys9f`LW`m8JNKUJ@XPJ~qa(a25TcB6U%7<Fly-AGP9=HV2a*YTZPqg!wJ>ot
zqmjLZqWG%iUe*^4(2%TTz;|0a18Ccd#4%|Y)YYG)%?b1iwXv?I8kaU0*>~^lfpM&i
zFzNP%S<F5u=?2un^nF?*vHKT45>^a=>28OL6hM<^uPV%pUqP0#Yp>?m-<InUUvFXZ
z+=BveL5;&)J_h{IU(%5lXKSCJ8HiRMG12HE9_)`QQTnO_L>J_SO213hnL#ioFXMJo
zga&ODVNo$Mxb~ul8m4UstFj9ZE`W_pE0M}r7{WOPyaK&c`IEHl!=%XR$!2SWxgV(z
z@_q=9+hUTuL)vudSD22$;1JH=XY!`ggTO6xD*+my4O#Vdna(NXdxW|9;Mbw<&FEKx
z-Tx>+WH0ucSORggo%oxH;Bq~I?Y0$Ueo*d4jd}sJ49&yloa~p}cXK@(;!zaHVeA#A
ze5sL|vs7otc5Uotj1{Z&uZ5Vs_uH&Oo9Vi3XiD~}ZRrYcAGk*Tc8S_>XHol}mG=!^
z5Ml|h-cjN4ocO{^mIy&ciRT|Y%s=a|D90-;Y*R*JVu2|xK;o981BOdNdI&ukRv_#=
ze<QrdooR}3>VSHke^7R~Zi};sO(z?T1;kGdGC%jaiHmyBKB`I1D;LwHeS`3)1_oJB
zqO9?pj*xOpCv3ik4WHF#df*iP`yKd_+SaNeKZew;DLuI5s@UzrNcd?)PXU%6tIHdE
zgC^N|=lE9fQmj&>ehruXdg$fbl<g9tzkQZ=L=JJjHA@Z%`Er$IC9_^$R+o25>s6G2
z=yhP8Uc+jf$#AJ~^{r{O6J&7F#{TjN_gB%ShSw>*8c(W(7x!oa8kXtq#P6P*CM0&l
zhTo?b_LQU}XjtSKMLXoysni}_wN=77cb7+RNL^g27#tBHS(clYe>R+r)_Og|-V-EZ
zHc>gJgwN~K-YlH1z{^g&1H~2j2Ti;829DW%#;)+0I<gbUqu6P2lEeX#Wm6`5sU^|V
zMI<B-2F6p7BP!*Zen<OG9~>W7B*-jaFiO`lpN2srE0BdFPh6dNC8nnsr%8VD|JG?-
z?0{Hkz3XD6LTropwW-XzkC0@HvIj*X;<YK3`6t24ckTgI8)nvrkpk}MoP`wSM>(v8
zrUEmJd?c=PfDYP4Ogr_{a>Ou@4K&}4;*Zuw>^RW1LVfJ$_Ev&O)*HL(kXHGU!V1C_
zq8!53HR;PhKpbJ~43?}cd{|uEr|aVg7}=l!ESeOdkJ$ISiw*hAFzKc#|0VUrfQ@N4
z;-51S8teiX6@S^ed9LbyV4SkfVovs&poeo~q?#arD6bLyF&?SOEDrfhU=xU&x}Y5a
zN_pXlk0!tXLW}Uj$4sI!A>tFF5&fy$N6X5A1S>T|(O(`Z4!U!}wg7~^lZ!y6sWs!X
zW`V<VFnAQ1<W%2p^kq;KmWIV?1Vk!mRp}?zkA*Yg3{xgXGO8xq2A;=ccXhT{sOD}f
z`)0_lKlE39H2pQ0`rKD|agRB<)giL8^{YyDh)~rzRAT4%ZPc|Mycc!j79yeF*>9VQ
zFTp%T*P7nZ_E;cz2vLIl{Mwp1e=A5o;4Yn!g@v`aX90ZmV2M_@_?*AGZM$$Vi5d-^
zUuT_pnU91dAmKI;Q{FL!a9o4XczOX5S{urQ4O^FV<8jBg>M+22gnd7PY+s27lM2U5
z9M~CJXCq~;&cn(LCIpuMP<r_>+{(G#m*L_K$*FYEeblV%KPWX-yk-uk_iHr>XNJ*|
z%jvYfB3voe-|g7&+&hwepV8q$1a7)`C95b~V2C|ZvnFvv$n|vnh*##7aCT-B?9S|&
ztd4azn3#2gKcM0&uHs(M<;=$+9|U?2AKi1o%p2}JE$Ik9)mvlYEp!`d3~uKM!v1<5
zK~ds*fz~0edj=VB8C!p_rDZzjhsI%9CvE2Eo;Z!IyG@|$Jmt=#Z>~HB=Tm$A@?~Md
zWWm>x2^seCrm}$<Kb{{{D%e+7Mb<*xhj<^Dmh0CxTu=$W`aQ|X(_^JLCWgV_yfAqd
z+oa7rq!H0NDXNrbUFyP``HMCs81*v^C$SVa&#AIUB_|YKtdUV}MVpX&08pXq<|1@h
z`$|voJ{|?hz^Ox)mrJSt9wXp0)e;%q)w-gqhuQMv0>`7}KrXDDiy5Wnh8Tm1*A;jY
zQ$!D5PhlR7c7K+M7VN~Ck)wr|BF(Fumc16IkN-7f^SMl%`ZGiz9lJ<4eOeJ;zxi1%
zB-(ia_6CW?wjCGqv!r)uza?otuzsIKLB#Wqw1850hq~5p4{LhyaDWNLkVthMV?+O~
zQpo2dF0+1fuycFnQ$wk!`LI0Ly+M_^>gt9*tt8|<QF?g=`&uYnj3Ho%9>l!~hYLTc
zpIj};b1kT!Yr=IDbF}tz;s}J8_h!4r$|{tOOubvbMacDOG3>5#Q<zL}Wp1W4s+&;^
z@wG{rotVRcIt$y`Nh*eDu|)&>zc(*zz`Ip8%8$z#TecUlGc7_pJt8blRc)T+<AgfZ
zL2Z~Fxfl5F%L2Uj72<&kiPM0Xqg1Y)=m6Ch2gqs0t7dkF(PAm+PWZvT*0?F<t6gNe
zL?9e)2rT*0z*argLU@C>E-;Hra8CrYPY^E4f=qTvG8nwmPa{09r{mR<0;NNEpR0^q
zQ>XS-0-)Tkrq)t@LZZleI29-72whD&jxb$LD}Y;kVGvAFvMD%hMyC)%svbOO)OHP&
zg|v|K=a6k3kvIBzGimL=tKUOqebK!W(z_bof2(=oveR~9buY^ZHIgO+HIwRlQMF0?
zyRT@+koy<9Q)hwW3O4uPUF1YRGl*zuIVrT++x`)BjZ7?mz#VyieCe=<)HZnpQ83Kj
zAqvXq!IPS#Vab}>O7M0;JCGeEs49uL9)TK~zNxh3lvYb$cH_-8pXGd1(qLF)(h;0F
zDmS_}@HQVeqqtepXXnUxe5@n|h@))#;yY5Q-(ZCSy?KMerNKuKRE%<=i3bApw0Z}O
zBp#8(k&3Sb`TCgFDjgEnTtt&PB%<iHF_k4haw)q6t-tlOm{_oZFb<9U2%dQJAs-rG
z#(xG*NUO7>tQ6Z|MAUsF2JpS>oATz}iQb%GX}P--&+xVyK07Nequukgz+@cA>!oZ>
zJ+C<TAL~3_mgZTtYZZbreU<RHMg?MKZR|#N2TsGSFj~nz{-q#5qYv1wNmU~X?SN%>
zbCUf6UE}&$Y);nM6$A&GWL199R^@(i7Cp@zEs3YELv@5js45T3BF1i3J<7%5=0#Ov
z+w?hT>*E=5jo7GlkIUD1|MKT5P15$7h(nY#L%u<Co0TVIJ!H~xAx}gUJT%;SP0$mn
z$EKR9I%q<kFGLNFhL!fi_w>E(@e5qv(2U+fLBtf86oe=N=yhJd!B1cVTY*?_MXFx`
zh1tYKn8Ln6j5E+KPR1y5bvOWdNAExh|4jmdYY!=Z!E7}czbBPoQ!eJLB%d>tX#9iT
zxu#+E4vRH;ro{X#1q@>8w?&3LN=-P#F@77TY%BEHU<L6*FrgIV+Xdqa>S?E_Oj4Rs
znxbMN+BBsAXz4pkF!Jx&@T9o?Q}6JD@`BoAPb~AjmQjx2N9lHmR~oM#H=&q%-8Q<D
zM~|!F2@BIA$24J*)or@6kvZ0%w?cM4?(JH|+F{RG#NGfIe<_Dyd<JH=uq?VbE0vG~
z4K;PclJW@QEo1?16ss%aK6hvotKA3V^r5jF*f#>X(zJL3%o0jv;Rzj^^pUZrQ0ig9
zY4r*i%thYziM=Dk7y3G?Fk9g}uR+x5jg)&dB|g`Vu-s9D2OdJz(9J+Sib9i&H>iNL
zE6#Jocs+AOK6n0-o!1%xZ|bDfo@`S~pIIWwItxM#sJ_IZJt|FBZejlvVH#QPB0R@q
zBW5Y%KNR2?DNR_=gr?k-PAGQdGhNo|)hBFW=om?HBoO-w9w}v-lUV@)T9-w<hBu1S
z%5HJ&R8RK#VkY^6bYj1_A#lX8-Crl^((X0Dh!j<b!Ku}v*8BS~mP#Q_n;g!vSN-ds
zqwW*02FFjcym1X(bGdrr3;bzcSG`r`)Z?#<Lf;acLJ>uDFK(w(CWLH+uY_`P*{qyf
z^0%b#Qy|J-V`DdOFiKWa)#*wnyg-ua{F8dz)2rd<mXi3(S~e&+Pmijz?achiRi|6n
zeS{59yvvIRkNb9r1vX_}pf!i^0Kotp$=~|_DJW$Auexi@|FXNr{NH-F{-?Xf{NKZu
z|1DDbAKf*U{}XqOk@;^6;D6Cw15CXnhj{$&?%IJ1DipJ&_{*n9*T>E@me;%}S0M^{
z-sM-zSF>N$S=JqzFOo$SB#WuV=55JolZTOQ`eWGN1C`(KhlP$|Pxp2@z8H8K*G>J!
ztE;Xkm$q17;{bvHy|E(<NjtA{-=Dyw*@Y-+IbF{-of{U{QwCTcqyR)i*)yQG)93!7
zELPH(si)Aa9F^g9*Qi}<W3Kci%mt}A52o&;07}up{f@SyuW^ykS$fVb(kmz{CM`fJ
zoa3A-0JED&N}KbH^nbJ#j)RqxDR<7At<<lktB^);l6v)GLpQ@jF>vwO&0Ti7Y|}uE
z(M|f^DZjr}KY*oy^c3nN7|#d)M1Y3{E?aPege*F=*bmtrjY6rxl$!p;Ll0&jA)5(I
zVj;t6htmmJa1+M1^);({IiDoGSkZDafp%7cl18w-l#al<TLTa?T98g4*aRTCdYNXJ
zKDQOvPo=j=tLPWpW*_A|#^K9}u*$LjRz)(l@7txgcI3ms*lnCcOp(KmVz#KsNl!1V
zjwhqp>m}x&U@+5@d*<L!`LG&M!)jN5<&xRkxb@T)x6=njWLRrK11}-z1K<3r%NjbN
zvcTLd%LBU4cCr_K4!Iz1lM@(cMWlCe<KjkOxO%|sWQkU!X+r0?@sZ08$ePhkw@+~`
zAfKU;LDj=$VB8<}z}J}lTT2lG#p$Lx#gDOkR+|b2l<}ZOk3%KU2f-dLg99q{UIi)<
zVIf>IIH3J5OLtL;oMMpgYtUJ#uJ3p<I;&<uF$h|&63PHtlRD}6l6{`COkA1Am{cjP
zXY)CZ>}&{Sb3~53<~C-HSiG=ja}HG5-lZ!CT_$T=6`{A%=Aidc?XtsN7Q495G;D7V
zcDKyYC=#V^Ty)g$=Ch|{Z$8>f2uL@h>N;M@sbgf_j<sjQ#Sn7`Z$Y<sdGKHoqTohu
zAzbgIq*&{2np7HOlghP8E-Y9Dt?ImDTfdYn?tAj1JP`oGP6fGmJTd>%4hp$0GH^qi
zT;<c&r2{Dl(Y2=eB}(!R$K*A$#HcrNi>jmypQeN0(S<Z0@U+_ThIG31bna92%ojFx
zQH}#R#J9V(g00k8lszr|Z8YC&riCtw`o&C_JrY&CtxQRx#u$QZwwezmD7|sV+z1%<
zJn{w+a+gwcqv26i4RLOxY7~WZB?WsNCfU-wi@8TG>~RUfA$D*bbvgS`_;TmB!rPMe
zhju<+I*)>2Yg3NGCu5k2;7`%Ab5`JCj1r?u3h9Y)>`l7jg{Uhg3x%xSFS%jzJ0+mw
zk-54_dC#*Z`NVbjo2moeyY1z^ijvV}_Mv2zyRIQNshEo!)&N+@P_>AGKMj4?LM%eV
zLgO7q_;>=p`#sn&+>4FdeCHD6af952%Pdl_F^L11vDvjZ<hIP4fH8)hqVP~}YFe)9
z#|BNVJ+Bq4JcgL52Kxvh&@;yX-|a31IUyjog30@-km=k{i<G4%uBl{>#$<t$gnL`z
zagYd<MGnL--sHs6Z<)MSlAF&*ISM;4eaNA82lj|Cz||-4gAWXbSwzsq`p1MY&@@ag
z3#rs-QC+r%4dU1R5^tuaO<+E2#~n14Qxz$et`46qn(&+-Uu||Qaw}(Ywa$&GzU(&m
zfC1K9A^QIrwPgAKp;gE7uUmDD|DkX(T5TeALlkc7MQt(h_d>y&ue++mC6k#WBU6+)
z+jJnI6sk?6@~iwvPXb*|6i{T*qN7=?k7gxWIe@k{z|HraRUU7g9N%^B_SH*1)Z+JR
zvZqM7_a_rx#?4W;UMcy*d};X7_vc~O(jF7<Gs>5ThhuWbk07IADnhU+yl+3@ts)Wr
zV`MNWyMp9~o51xD<x>~C!Uwz@*UrP&-|&AIeqK#l$q#3mN2%;lsnyXn&<+RO*V>kd
z?(wbrejg+-okQdNlXeQ@+O6D9*~F}#iSmVka!_?+^p*F^+7y96jN>ZQoaJx$LY~Q$
zQSpv^G>*dkq#!9N6Sk_TI;DyMHa6zKpPIDPDwXS&ubEn!XHf)=Fq^A40<Gf88JU&n
z1$kMS9S=)COVK4~6|NOe<+Qh1R+W#b7;kcBy+?bSXiy1r@f?DP96a<LozP=VS<I1<
zvJ6v1cHRnv`9{x1Q|~V5mN=pr(9eGQDd@Y+-C^C`-g_6|3ot;i%SI?@P-<a6kA+3-
zDZ2rw;y12@GN82<BZJPay*AtZopl`(xy~RGX6k&cn>0OMwz9K9J<CI2Gp^sb+yM#l
z6Gw&nG=&$ypoUJ{ElsH-syjb1fY)aGqtV@?(jWQOlfcl3z-+iD)u9c47G`I-y$Au+
z9`a_|vvN|PS@dK*=>rjjJtlFFAQ0aydiR?s0beHa#D0TnR%<?q&1*Fs<>!LCKo^_&
zUdIm6;vTm|U6MbGytd&P2;q17uc!T?+)xEOR`u+102+b}(DLEdTi0!lXROUv0J=o9
zO}>3N`t#fF-14dJyyJUQS@Z|~y?o;v2!k2`z6(J<+<z2}S@xW4lg<2T45LXk0nI)C
zWemjyp<sy0<p|-k>8L<KreZ-*41q$xz!c-*_pDSuxNJf=Fn9t|Iv}P|dV*o&JP4Xl
zj3~gG%>yoU_MqSi8rvi6a(;}_Zx7nA8qam!IEEp;FBSM~Q&~nTKIP?4-^M20`psnZ
z3s8fEPH3NBzh0Af2mIAM@67vgQDg?E14*6wsyu>}X(3OeXy5WL9`PX9jbTREIRgE3
zWka!@;zc2}a)a}n2u?Q%>~7QYmz_1_+bd<kLPnWl#p_C*_`Soqx^G+gE=8L`x!a$#
zTU%vI)h=r6a}m&pUfuHLy)GY}`9ez&1yo&K<<urdRD3ToEO=cP(KsSD2v%_QIUa4z
z9TK{Jkq;N4ZQIw_$z&)77K?Q=FO;1Tn*iZbC>fk<M|2wQjXUkgklFKCYiFD#ou8E1
zaBhPfdC!MQAcoO?a-j#*ue<r(%h!eDI;V4*t#RH}ai2~i+DI9PawJO^(SEVBhN;@N
zKT}sRXURmT*QnO9HXsbaCveGbjBF*?w#QfV+d%TXmTiYZUtc#?i%FLCx@!^cWVBW{
zg@`56KrX@)Vo|gW5;IHwib+O690zd;YG9H><Prr0-5x}eu|m{5tiA1rwyjO0)}}R3
z4>FPVc1ZCjrxI(%mc!Q6YNT#VMSXEdqX|zXOM(RR0V$UmR2CKQLr_W=1fy`?Pe{}Y
zda}mIaWB1EMdnFxnxmT8f(Y6BVDS@yPtWR!7MYp@$SDp>hK=L=kkW-tl_3)}A;9*x
zSYsJ?g7<8sI-s^<6!0uat_}43>vGj!P>;L|5IlKiF=K4qHC6=|aK|&h<#Y763&$ca
zgixRu1ib-$>d{s)pjLAVHWQod-3<x$Eei%7n+rV9_{x~$EhlEYwF``UoS|=mJ^HlF
z5xh<)??|w+x#kB}9U8``n<jw}S0Ob#j~FSjm`HKJ4#fGX+stFx?2{-#yUDa;l}R%g
zuqj68Ow{PVnQDp)%JBG$gzG4a>y_cN!vkm0R(SlD=Z`nQE!IWUY$&l-mA(h33*q;m
zK+YZyxCDyKLiYP5t#qI*_q70PF`F=DNI=5Pq5(OG$@vHk>;_K3>OuP5FcV~EaJl>%
zO?9&feUo(7Z=Wy(5?Ne!b_|Nrg1#4D!lA`$GFFHWWAkfVLCd74S3DKX3V72gF5}F2
zBKJ{&17Y0}s13%myu18Zio%5P?yBu`9)61WD42xdm+?K%$)Dx6-HeS@4;A35?4q(2
z>g<uV=d%7213^9Q2MM|mG849~WK=iQv*GLlOLR2IG|z|OgpKb=orv*66&+(GN!(E+
za-Lje$Pc*pm$v+IQ2C{m`s^~c2GSW@D19x*V^;qV;9GAihoI@eImnSzmo0nfS_h-=
z(YTDKLQ`h$OXAWnOwtXP>;AzGx>_2A;cgPiQk5s0iV6vfcdkbq$w?yi3w?)7Vfe;q
zp9&KVACs5Z1?`{+ek?GnKBl$k5CFM2bn<5#?X-h%Q>m|5PMO|x$5Cdp{!U#L&n+UF
zrvkbs!!Bn^q~wd$;lhXvSYanI#qo|WUKRP{*F&mt_A@Kl>B{<##MarN;G`ZhwZVv+
zPcL4))*k-~vG(%c{ADcH8V_S&b@#jE6h#vr*rL`d^~4y7>f?@f!Dw4v&niowV-9<r
z*q7mf8d=ui=fz;YJ5(}jr=`BM9c|d%K8_wIhOy~W0TQ{GI(m0%V3@=Ok&OI3dHpXi
zNqd@$eiGy>{p2FMC*j%;j)GLeS*)Z*`tV~X7nP@v4)BJf3eljH<4ANdP@wLI$M6vt
zj|+E8u@Ls;{Wq5qfcerzAdm{78t@C@vwjV-VQgB2_QHwXUB&!UXx(ijvQP^?-E~JJ
zUoSGhi-O@<@A|u;5t8zM7HA$X2pvpIHvu7$ZS-^&W^5oeFu9o-F;F51X!#id=pz9N
zg^w8T%l3fF3pyO?uZKrV65MHm@I)p6-k4<x>F=tf7zZllAxkBo8k^eY-tt$B;k{^{
z_T6>lzFc@>y11;VeYeEvk99+4Q@MK(61OEZw10dk5L(CLc2W)J?n09ZLko8l&HH9v
z{{G@sHUGmNU{KYQ3T76{#9I_UDhMmS`1d}BZV!-#{@AZAqus3MxzEm?gK%?;JaIup
zT6);X5O~E!xr_(8ab;RS7e}J7O!|dJ;>DY1F*NLmIK54L(0J%Df174*tYfV*PBdG|
zR;XK&yh>Sv01z#Cir&A)z@jCCLh$Jvb!H)ZSJYEd=42NF;Mhtu*409q;`=ganADM(
ziG6Pt6yMD$MUMu*LMC&JJsk8}&>{0B0^v;TB|V^j(vX@Ev|CmmkoP^hAtKZWKH;i$
z$jXn);4evew84<&h?*3P<hBCZ^CVB>%PM12uZ5b;S}~bKArq<q5}eVE_qCFl7$Py0
z8PV9G-PG(gWO2*@%yczvLW_dm@^~0S_G>Rt5R!r}yDJkbncx#TR=!LRqKBH9jg+o-
z{T8lj&72j!IVzAJQNcL5g}6w45oqcGq@t#GJV5ORlWu?3Z_CiwG>w;w2w0T8Q)@P)
z(V@}B-(H#`s&)d4eYLm)0dVNZQ8R@WXhB;`c*ntLvE$F8WcC`3-+E0w?x~kBl?hiJ
zwNyOQF&hI%pPm#ewii?0?rA9mVD8(yH@@PoDaRa<LIc$dBG9h<joE51)0m7`unZ?+
z^af{P;tnx69M0htjri*8!HB*jo+_GmY|j!S_IFW0Z;#9>qtI~XEZ9IY1GkiTld@vX
zi&NaCc00lJ20F#xtQ9*+Zb#4!AAT8<+$@89^%8gdO0-!(L&?(8gHj;NQ{(Y?YskeS
ztl9=`Hq~__uVLxq;Vdj*3?n%^4Do(guo?DE*b<!-dD!88&ttaMMcpHRG>sDEDs*vs
z959J2&P)>@)OHVsFl<WklhyVWg3lj(-~*THAP^a<^IWzg)%Ib<EO`%_b9aW5;6NC3
zYk>I!e7CENT#(j;xstnp67LAee9@xpUH|t#u3ax3&F!Xfy^5d2Q@WsCO#B`vDv&7L
zqIxDmGEKdZuvP8S0NsNZmMHQ^wk%$p>Rh`=$GB~|%ob5V59`*Th#Djs#@n;qWU=Gu
zVd0A_BBB%@xk|DIfoPuIJ@8$Bv(K^o4}MVjD)muhWHo*^L{XS)#}>ZYdf(LGA_l(C
zjMz~bkqf<0lB3Wsl-?2^jH(1sCo0$ISVd%+JQa@?rPJ3;Xr8N@>4U8<0c_Oc&zM!B
z{OcE9+(8<U<iSI(Q^WCJ?N4ytSBZFAD5r`)P~nUUzWmZVfJWC9t`4i+)>GE;RdzZj
zz6Vx>o$*E*mOJnOi!(=X%0A{^Rsg;CjR%&d16iRVi}qa=B^aM<4p+Ngq9)9U<qy1V
zv3r%DjfJL6NK2QQ)WGG?=i_z`;MH*5q&^Up@@{jb<3Gj>_Fu?ubifpBl71CKQYo_u
z_lL-<M$fl{1(?WD>e-@cs|5JF;-7;$aS2mDNcsTWo-Dop9M%0-oxXn%wSUR!`^RYb
zzdC*Yn9KgRP9MwviPOi(`d^QkUSwb~Kq&J)3jNz-NoL4jgW`CNxRdr->)pJfnTrlj
z&tH}Mq`_C)$Wy;{gQuJ>MIl&hp5R*iY8`c1$g>gku4VBuO1pj#DTU_UepNc0a_)G;
zE&&se$>7y$Vk^hEaRtY4t0)Aey_u)@f#Yn5N$yNo1}&Hk!6rR|crqx@0sE{9WKI!V
zX|oPTv4-;r{SZ=UtA~nv+>Nbnm!7<Zx5W}ec@TC*xeA!Lr~|3h-c^n368Vik{B77Z
zl&NHVDGzVsmd{}amfq7B^bMbw@J9un&n9O+X=u{zu-oAQhM%TLA1CX|(zsyDf)D5}
zcc}HlRLoQkE|}><wdh2^G?&MkWfm|U!fU-jhs$iePOGt)yULoUkQet{L+xoA=`!pg
zI&pdt-*OLOmIBbpz1l2`n)f%hj>>LBcZ0G39e7o{{N=?2a!UbmIH)3>(xJxW`Q7aN
zK?PZxjBDS{)>hIB`0|8NNLMG~d59V&>s&oN&C$9|0wZNDMbN9Cw(mC2#d`(u3toDj
zKW60N`WmRjXi@**ytaZu2`r@!gGeUdqZ!%G5A8aLG_o!H6{Mo1yr~=c^U_dcmM-(3
z=?B+rZ^t^zmGu&BOL{S!oE)Rm7LM4y$X3tH*kzz|+RV0RDiu1FRwiaW*&ONGVm5+X
zLV6Duqt@BlCRvl((y|*>XwL1DmiyQ7{V|lygOWZbvp{_Jn7MBCY@wYqSUi7H?lB8B
zG*jmh$0|3*avNl}7V%)_hS<cc1H_LL&Vw`W&#0&I>xb#5EGXP)g8S7_y1AHAw+;ds
zZjf=316HD<wVpT28{9-agR|jVb!dIZDnjJI=D0C`!_ZqEkX9Fko*R{%?#ffdc2SAg
zk<>?9xHjZWVgzabQGT7!X(wZ|$g?s&iSD!V1Bz0Hfi{Rf>&4WBC(s5IF}kp;tet0#
z!%K&m&Plj=9+DMVe0agG&8U9#uliI7iKy`J0eM`*$YO@}Y^4kijUdGs#5EC-j?buR
z#XOc9edftwY1K_&ekccrv^WByg2ISt1ki<?(1zj{YF8Wxvc$JH_A+>0)A(7wA?Cx)
z(uUFPz~t2gW6$j81Snj8PR}xhW>nIT?+0R44SA6V+-Hl%M<9%6J7V1diKwTdh0Pi|
zm@Xfjx*jsw<;2Mqn;!Ru6J!1h5E<A)SFyL{DhFf`A27>E(ee5H9W`qU=D>4>1DOzh
zSC0MmrVv&Z$up$iV(OwvFxpC{NO5q{ql3|8_u5IbUU3*WQ06=|nb7%pNE!CasRR2#
z2r1xNUmgb(idD{__iv!I6IRCi?Zp7p8mee8b{aeEq6ks;tVmFG7FLVAQk(HOXRxUS
zU7k8Op1EBs?U=H;T#2(fUE5FP%g}gM@L<H!=5&<!@G-m$W57xyPnXX*4a$L#B5IXN
ziRfq2lj1xqtH8jHTECe-Qtf$LD!q@)KeBO7Vk5l7BiX=6IFX7m{k^}fy7(Og2o60G
z-Lu4Dvex<HehsO$KpqE-jc~!foy4ch`wa(!rWo9u$FGyJzi6Ca<{IZ|-c9k+jUe-6
z$+g3{dRy-@f`{*W8s<J|SjHuBkDuf$M%@%(|2kYUu{qnOwj~CM=W-YEb9>R*j=RCx
z$;>zrAaIT#>+bOM^;`C<-BwYpMD4yPnkj!;0q_(#fBmNr@Bah!@LwrQWBJ#0!@q^V
z|1J(2ttQn{*ov^dqnA%|*l4kxzU@Mqy<(Z@P=7WJWYks#0|wv!{MaMc1rqp7%<-a4
z6s%lMsp9jr^uhO)Tw3#d^%B<d5++oR=)&HUqM%cb{%tNlG{+ljm7=1MvDC(?y<_;!
z=^N6QKa_i-mDfMeqaZrXn3%lWOH`FqN(^YBj7E(=N~zr~^{h}m&OQ$9@;b0V8@taw
zEpCcT#_rke0|$pz#j9htbxR|CQ3_Svp1TMy#1|vOrSVjkt^8Uuptm<#TD>P7e+aVo
zT;QHN>`>4RqH6V2ck@)UM;lQ{Ex(o~pK)PRyI%fBZJ>@xPl&r9V-nz|Yks@Uv(Xas
zwGs!fS*n2A37oXRUGt%@g<&#i&p?)Qvd|}w)Z5P7nm>pf)^ouRHi=mNkJ_@d+jqE`
z)>G##>*gT{HIv#x$B^|0uOw1)c2}$0_%1{fpwaB5KKp}H9kof^yfw5fyQK@(6Y%k)
z1dd5W`#D%+|CTi$4*SMTSgN;q;ywht4-8FP{n_FhuPho5rBD0AZ>YV_KYVjY-a@8_
z3Yzbx$b<}i2$I$?996NA_=<jz3&>zT5K&S3W>2s5RbXOX70GpoxDv`Aw33KqSYqT}
zi#?lD5TXM#K}eddV6EK0&4q_)X$p(hGq1dH8ft<XY%4ijHS=AFI{krfpSa=FKxO4y
z`uqpNn2z}sMK$jFjd2YOd7^y_4&nx!1&T>GRYfeC204o`tk>HJFo5?G1Y1!Apns6W
zFm(@MPhKyKnWJqEqbCX&RXP^gXftA@h~s&4u60@`f*}2fQ%_~@wszy7S(tN8M}EoK
zo*K>c=ne2tF2s{_m14nShO_3V9q==82D5DkasX@0-h+Ry)0XhQa=B-l#A)hT$jDh)
zLxiUEfzM}}(%J&kV7*S&YZTg=<esag*7aZ3x+6hE1XU9vTmtHF&CYQPS41}UTXUVC
zmAT06`HRKG6Ap}8WyTk1GIqq)AF6mC(vnyYgaZ-;&R@=A{u0f4QAm9!$nEH2Cycfn
zE)&z|f-eM0r*?H95vO1XDD8oLO&%%|q3&zWquf-5co2AwZE%`d%Lt^Z_OEZrXQB~+
z+ALaHSPbCOJ|95H$$s(<-=%P$T0qRhasp(;sm-E4WNl}ZU+&J61UX_SBnKH369zH}
zN5JrJ#Pw=V#n|byrN3soW^;Y9dPjZ0vTeBtHCt%W-(MVMu^jxrczfp<(V}f%vuxY8
zZQHhOyK0wh+qS*SwszUJZS=mUlh=J;&P|_t?o0naGqaMFHP;+pzVREgW=iOTHz@X)
z$%s!F8Vg93_$RkY;^uue1hb`}lLRM%V^BB`n3PUpP%<3bY(+MQ=l6Q&PJ5BuaXPN_
z&$|Uu6Wrlb&rMPaLPhlez`FrfLG>c(LP)6XP7Q>sc<7|23BLqXX9Q9tU%z1qPT>Fm
z*LE@}rwEvO0C(3v!oNwf9*fSdVf~ncNg)^uC*6aM*(xLosWfGr{PR$MMNov#@kkK}
z3CadEqWL$J25KWqkO3r`dtrSq&fNsNXN+~=`rv!~-uvyle=?o~yEKO$up(0w%m2XW
zzD^+iK#8u8OX_r^tr-~>{<|x22X+#nG61LtWZPT=?hshWhDk2tr@;r>XKdShWRT<t
zjcmZxVdgHInW->-3Yeg5_SLKVt~A0DvA3@Vq$_x*f3iP8R4bRWLO+<v)kEA{_@mEQ
zQC}$C7d#LFGehKSYS!K`wAFtD9dm(+@<ae(CcEY(r9f02@8Q#w4Fi?^c_NnU^Lkpm
zskk=8X15lqI<9|Q-9hI#JEy@@)j;$NY68(G^$eR|6JQxlZ_rKU5E^L&8cP!la9>)m
z^q^bs?T`Fq!Ac5K4vw*);Vq(c$gbzad4&2Tc2urtfc_tuwWGYwS40sJ>$K@JEoqN0
z-3@G~#-hDWB3Xpt1_v_6VVcP6m=b?uSwYEPy@ag6n(9hP>ZGjHI+Cd85Udwq6tN5}
zme4(zXD^oi;Q^if3nPx2WWyvLODI#O)!v?W>ddk>UlZN4QJdSKN=f3l+^@b!qiX>t
zq-I!th)!L@3r?(G=T@K6?KJ~YEb$Hmq-AEfmW9NBo&)gc3>{fZr;dHgq??M}kIlFI
zBGkA~_SlR_#Figf93LNxX%$(?0)(&%5Rivz!%3VMTX9E_Rk6JMGBY;xK3!)GKi76>
zKU=aY_A<^B)w-9-4HoB`=N}=uQDDPOfSRDiMjgr7js46*sZmn+A@EgYBv|W1SuIT)
z(-Q%X7u|&WyLFsq03#t7W1#Jb!b*bPI*D&F_AVqk-gG9j_t&BoLK61&N{_knh_^NJ
zHqRZ`UqeFYi7i$fhO+dG$yh27GUKj_Cun@(%YUmAyyi)Bzd=I6J;`&rnZz29G%zsF
zNUem-`InG3HOCDlw=!84&HBIj!y=>DOgOJ_bAe5fGR+160t=_a&RcuoN=~!s?rcLw
zZ>jRuzci0YgnU~JDKpP(+59e?lq;e^i#cY--a~J56o3&a^;h-F{H0a?@IgC_z8d)w
z>vQpt!JVO}9Sb!F;{YbQSQis8Z8XJ^vAj74LV!I_34jN10d_RRGvnzfm-ul%uc^m1
z%J^XfU~p2Cu$~Nl%~;P9o?)5%H&ihyLkRjl%4wMTi05%stSYZtT1x#wk2*IC6g@G|
zOz}KyZ@Vp2JD&7>t^$1Y#k#L!EQDZun`Cl|ViOkdupB=umInN~d_&q^tBT>WiO4gr
zkO*g0x>Jo9YXzrzZhha9QbWJzmX8McW&^NF3A_XXiwj)^P1)*h8C>xDcN|GY@7~w%
zl<tUkP$Gv&)r4q;XCT;AE~_q}o&!1h2Bq%E?x|tCcZ{cc<X3b@n82_|_ECuml>U}j
z&og(EgidZ7R#`v%Yqgw5VfVq9by0+)BgFv9x5oF;imGp&q4e&LBe}|gL@gfk$^*^8
z=2Er6X}_n*<E~*n5sS7xU?uCADJjioC^nJ`>I+qXfPuTih+U=LW1NdhKF*mo6~_yY
zn(o@u;nG5NI(r9^aX35ws8J{IPjLAn;k9d&EK<;x$y=D+zPP<we+Vo!>WWh{3u;A3
z7-~GBP!|8WnChTaJXUaF%%wAGlt@naa3Sl^{*MOcR7F4{l!?gUx!ZbRCQPfPSW`PB
zO_-U=b}ghgd|rVoivrq(>;Y3fgQLnGX~Qn&RcT6Zqa|euIO;&^5LW8n^}b>*omc`+
z;XWa(P%I@LVB82^6Mv`43CknBbwG`zR0X=rTki`Tx|w_zxeebw>Pi~B4|4V9Pdh67
z=D<i}dWYMp&T8nUP!Cw9*kz&CWfegKRvi<%tpdBi_~j<|g?swD;CiNuWes}32`-TH
z(?1uvFwW1jv_#)<BAsmfbKFQ`PU&cfAYtaPiNpmKGF5z2a#>GkrC-M(O*DI~g`^R|
z#~n{q3rjG47gwgodpWwzwM$lwzvsv4r8$D4z>i6N;jMB^O2W&#3pxYr&65|{d8)4~
z5>--AiVqTL-z~mxc<Sm<?F1SOQ}3E~{8(x32nW(rmuJC*E?1t$iri=67C3`pMVtU5
zi3^Urj5PB`m2gGjT76GF(gUl&V}hiNNcDy1R)g?QMalh1KX^;BTxt(x&Ku6|oBL(p
z>h_N)qttH_4kCR<j>@UL2<{>xKNx5`)&{Z{-uI7L5EM{05{a~CzsR~MX23&x83(zE
zoFoxbAh;*|jw;hOK@5oP57ZvDb3(|WIqMRfUl;K0B&yXy0vPXKIW6w}1}A96uZ-I{
zqp`d+e1|*(b9(^xvUGSnTRbpd6bO+_0sdFekmw6!q0&960NSRF*vpMS8yp+uGcpJY
zFRfDIEh{6UOV*06SgQ_j<*EpPH3t#S33oR8HYNJI^&pug_Z}1Dzi6is0I#$+Uh|6t
zr9W|fRx<RjwWY`g=&Q}@AGw5Y`oy^sALK}qj*#&=aEHJP+X~SJe0BM^)c(MgrAhc=
zVw45-)yFMS)vGUJsCcu8kEJJWZO3K26Sqn=tJl<JHR7c?!nx&NOX4#tXt>Td8d0B^
zj6t<D!(&XbG}$qG^7XT^$MisuJn|2rP!`Xefjyf`-5xVJuR3B=@#(QbtuHLG;t8<^
z2v(~Eczs8c_iImXVBA8~$#zI{^l*lR(bJ1Q5{o&Zku(G+>@j0f=Kz<Y3qD%;vHP*R
z=5&J+7=5%n*?me}ulth+Ah!qo7CI+3qSuuIUO;nUioa5E&uF95r~moe4a>P3`}9xA
z8SB3*x%~rh{cGgxf0x|;Q5gM~<m~Tkl>c{R+<$MN00aBKPtKwm4jBF)a(1F2z|@+J
ze&T$?<g7Rn>qlH?sHxWNH|p+vuh6fTY0;Din;-^z;x>jQyx)U+3eSvaM<qRoP+*2^
zpj0{{J2unK`uwrD4$pk#y`{G*8ZZ<$dYbt%@{F6uya+j*KsuR&*dJT(8gpeeBEWwO
zsbj=2cPb2G)zARp(k)QPs7^$^sp;Fx<8u9+=IVL6EmAJ~oOwS_3?1hcpX?xbYb>$=
zkJy4n+94!V$|Qv)&O{t4g_5J*aoXh@Ij$0PFB>|1`zm;e1VtXds-3t}!Nfe4V?TQC
zo&%K~A)5G$Jl&&bDn0|Dp<z<N4L*{9&Mj8p{kT2G#XDOPD)D~g%3XxBt|r|m-iP~R
zgP!DbWcA@4Hh6jP=Kwi6nj0|QDdIe(E8K}J?&-@NW>11JBGI=t`k+9a8~mMkw`hU0
z0WFt@VP&M?aG5$CqXh-$IFIX@S0=z%+25QIHdVS@*?Lx}($%l1uyzL7gas@xogT4(
zD?yzCRHn(mY)_yQA6#SUEf-9;Ph^clPob<rK7n(qwpKiiAwZJkn6`lU&l1@zou5ff
z`_{8X^R^j2iFVxDu|;N~UB*`tXwPUyKkX*VC+dQy9h>OpbEhAz`GN5)pO#JoENlV-
zay;M=vrRcH)izzPefRhBtuOhWOa1Ph-ig~J(OAMlmvP6`p(yBjuBg)^M~3HFC$%=)
zuRJzO+(b~E&@xJ{T8nbV{;O3!Qu0(Y#Y-omd4C3}i?OoY)S_JJUPW||iq5wR=fUJP
z)9Kp~+ZZkf+~x=7&Mxz}ZOCF#Y0gdcp-4)RA>%|iQW)uu1(<{r^-`abB#vnt7{m-{
z__h_^pEA#7N1y(oY1(Eoyr{Teup6C6aRNZl^2YRD$3!ic7e9n*S`B%zyT~>T?NIUH
zFl#V6Fo4Ff4~SjP?#0}o>(<J;m9VpI3l+Fzg(3s1n!KjjeWt$Ujxjb%k?YzY7tA>z
zPO^O=5!oTzC-E<~u*A9NXVsZ$?#&V9X-#pHzUmT?=dx`G&5L(a8tOIa23y2iO$zh7
z;w@4riFJ=%2?^4>kfnNG*=d6f_|E1AtGT~hQWK>({hSwVU8c*4?5pUe5=onl?o+PA
zC(v@v%B&>gEVc)RiWm?{#w{GYxFzfsWl<beV7UglmU=LX#b`<FI=3&nO^H^T$I`gS
zy0pqp72Rt~KE1fZk2aW8BZ8MTZ2nYMDa9EdI_Ff7B3Kbt%i-b9CloHI41Pp&k5oF#
z1hpy8Rl=xCR?Om<6VY?KorqGtWYEd^T4N6o+mh7LO0g5?GjXyMwGP`HXdn(5XM=TK
z_^Ga6m|6A6zbIC&eZ<P+*y8?R&10(zs3GV%n?*}1SMIvK58`XC>S%n;bzJx2-$W(%
z#1-#6KK&KQu#sgd{uz5>`#&p?{eO?|{Z~K~+rMm(F|o3;{wEMMq%Ixzx9_!Qwr*Du
zs+6;E`yLGN@^VB%j&aigE*FQz>bbcKt3o|4=XIw{&qSKnb}%&Pl8!;Qu-vHobx9q5
z$Jc)G!R2po__bkgT#Dkyfo^S;j_7S(FwwjziYgVQORh@Adhe#_qnkIF;m&T}N~b``
zN1lTC1ec7=uU+!m=ov}D>Z)i|5J}1n>1{l5E~zu<)Xf4>GZ)qI3a&^b9)__NZ`+}L
z33ScO{*{jxn<RGeN9-IFvIN+Ca6XYqL7|j7cYd%BhCiANp$>WqZMX5@-Jd*Fd*!~b
z0@xl|nYLTmmmC!x{N<i5_`6cCH(&hMGRH<^i4WxT)c7FxWsiuTh+7jbh#0a|YS)-K
zdo%jZvxk};PV~dN++6){FAr;SyAYUA+m}l+g`jZ{23N4Oab25<(i51EWWTrTaENF;
z3ylq9fN;nu5&+4o_-I{M@HR?wHwx5?zM7khd>X!ZDh?PLRWa6D{otr=f%rJYUg%~-
z#Z<DSRPy@A3T|xO>jrWn0@bu@*7bbwUW+?|$}H_pK=VjMxz##>2a#2#&7Ap~#}$OO
z;`&W$pbQBmTnl4-VQy9;F9zqQZ~34u4G~9gD*)@nxE)#j=^42N%F;#TBx6j(?-+O7
z23eL4W({?O2zf%2;~(b62XL<I-))@FH_Q_4m2#p~FVXN@T_+{RWMYx<G~(2{VHTz;
zs|0W_5fgnB<m~`+PS4ffT?NAf>j<ZQ0tm1tV*k1*2|=<2%1uu5ssJK#^N-tX#N`ze
zpMXm0RN;%hNmn<^NBv6_d<k|p%FP`tKSQS^iVU6Q-dj^t<5R*gEk77m%Lo;^U62xI
z*S!fmO{9BtuwD-GY5mR`=Nt+P(bi9Q<$CgiL!{Bv%})?*BxZ=w&y%&SilOf#_}C+Y
z^4xv&;a?V-KLcS26Ijnvb`OFzF_spCPWAeGb-i&4e9?XwS@%?IezApxpU?-vqvI-c
z^Q?Nnfp%2Qw|A6>v9P#m`lt#%Bsx*3D@0K-`A~Jtg`2&Ms4yY%I}%6uOe@+KF`&%U
zY)q-pMPwUo{!BTx$EKhBSTAI$Aow`s5x7E-(pFlzzD^A(vicO|_SX{30!NKLl-g;D
zwrA*aZ8sw)j<1_|5b^}^<{Ql>@+A*eF*1CFh@>O{7&kS%G84kD-ORiD;4U5eeplgx
z5~*{jVnPBT5K#vTFEOgq^^Zwc9edEF-#m7^;dnFA!O9S;ncy!F@xiu@JQQ)>Bs_O*
z>Eyf0Ds1GM9Vmb52<zRp{CT$bJtx4*7^N(3-Jy5Nv+FeEG_LRuzu(M_KqYX~0k4)(
z!t=adqSOF`fY5Wn);!-s<mXh$i=-X2&mTOSzn*W&qW4mA<nFz{ZPD^8>IPr$XndCy
zsA|`2JAam31?gDmreU5)aEMkK#99HzFTyf1l|^eHG5T!adlyAQM9N6s$gD<bXN~Q`
z#L_fia4<~d4ETu(iX`riW3kFM^zX4nu9pIb%e=fX-`#-jm6(yU<e!B?1+G*%a6T$=
zKD-LebR75^^KUkC(HSNMRH+~rLOw|(e5r`|2dwD+x^LFeq8<0-&S8azc3y7Np7HgU
zxS0jibyqM{lGU9vj4Q7rIpBOW0YrR5Hu%CnK#C82tuguWon>BD*mA%M{La8s#sN|W
zm3m9uA#^11%K5{I%1TP-ESf<P2Nwy%d6SqJ+|37Or|<)Ah;>;D3@!`YCng0+E=PxA
z%9?L-Sfv~dfApQ=i*0kdl)IonS6bv#4-vny-fENXLleNtw35!-HDtA`0ND%s!Jl>V
zA6pHp)6IaX_ghM^k@1Ba#X}fPMfNdDT<{<zLDO(PL=puPCaPN+>jXaNk~Ec2x#%5#
zLFJ*hi81fEICywymSWb<n^(;|D>!3gwZq;4>%sw#t?446l&!c+Pw>#iB)^Ghr~$a!
zYWjD8EG8}`RW?YIT;HR@Bxn3ebcd#&KwfsmtAL;6$hO_8>J{?yZwpUl!1?Wb2-1Ro
z;mak|?Sp^KM4?XAHnm}zGe5c;M6q79AxiK;$XuQl)^VrB%i2pa_vm%wVE#i6*+O7~
zBHnOQ<g<{=U9~PbO%70P38n>)8xSGYVLABw1BbN3C-<B{ZFbHc(2<6u#_S_Lzu>k3
zUyplIoom6-Ey@`q?HibURY`jr#suO|PR;0cUHo{WUpi0J6{sr~_Si&{Y9Ts9uaP%F
zyjT_B1VYBD!08jVQnHs4Nq2Vq)B&6(Yn&^!+ED;GSn=6&u{m85o=HSX4LBRe9{Zej
zRYtOf8O4;t=jQP#Or74Ma1gvl_LH+7{ek{;uS8;Ptd;uac_gi2XxVyG6}v9}=gd}h
zKzG`$?oygqwt^Cl#g6}hh{HB(NMlDz{w8TSB{SD)AF=tZ1hB8g8axPmwR`E2Kt<Id
zSj}vStVZp<X&~D81CIO4d(o9HtXlFNESP9)ms)~J*ELur%9zlvT@+z2_X|KmO1rJj
zi7jr6xw*Zo$503Xy8&4EvB=MWZfV!d?MyDJ6{!GClQHc0+OD=unNftjp#jPHC;rz)
z^f+YQOzJq}1FKC(0GSYCV*q~*>HJpr-dRIHb)@kTc%I1p%C1927Sl*%(0e79y@^T&
zDqT}{F5aPOM?{hF;6FI3)CpuXreoyJk0c&7A)xK(3Q-F2lg}TsuSfu*RlUM_Lu?Zl
z=avb$h1Y%9<dL=62>TNbdm#pISKFpWE1kF73{&iV5&X3G3>~?Kl$zbvp!$;Jj@>a?
zsjA?GX+46PvzsX>ieNUjE?0<Td^O*w*O4iadb;c7t|z~py~Q~mNEF)9PS{|oO-qE?
zHtjoAX-w^9vOgY6{5i;by3zQk9m4k{A+=#4ac{6}eH^%F4jh^n7Vojul}Jn3`(Ntr
z&3*xl0+Ysq_Y8RS)c||cssfv@BZ8rNu1uQWj>HyLh7yeSFNGE<lbQ920B`YvOV8|U
z5p!o3RJJ`c*d82!ftNdD;?QkjFij8xE25UK3de-94+6Pvx^h?<DmM$9>|r6!?sEc)
z2V!HK(jyoE3v}zUb^#=0cXs=yQMRg}tnQu~UJGFYd?pYRS&+T4TA=luA#s5^fWetF
zF?anLHc=L5I_QIN9lC}*Zk>}t&}i6LILVYh+UnudXSRlL%J)6t|GXajt_^pA3}99S
zEYYS6s*h5^To(J~-t}SDyFbjh>l7g}EK*VS#|FqiNNz)dpr*cV%7yX~GlKInsDsiH
z9}@KT8RuDb?h0v5eN#bwm!?y(E%e$#bYxEpRTAyf_LNUZ67Y=ck36)6GT1E1LuBRv
zOg|;a0If8K;Gcb7XLnV6G_Qc5@bGNa<v9(s<3AJb6EiUgRN+^C-~a``Zk7HyEBJRU
zn}3w_{}L<s$Nl;5%KsJS{*Sxsf6WU12bK*d$G_hX7vXro0As>`3jURk|2XIt8zo*y
zF@{bq#pF)xVIx&6Q;kOd%kMD39>K@)#mmj7yrFry{p=Oh?lnaWLvo~VJ(-a)HGGt!
zeZZqYxy|ugLj7t|Yo{j)2B0(;78?-O%qSI1O5hp$xy5V{Gf5`%SYKCRjLC0%%oWb5
z-1i}Fa?<^W^pEN1r&!FisK!1KjTv8&C0lipwhGBLy#p@4og(^L?r9P&^hH1OZGf0?
z;a~!)Rzdb+_D)VDET^J}#`r?*&#9(4j`*RtOmy0@Nzrcy|3*v$R73MA24XDg+?h<%
z3~2flbeb4b5oA(~P=e<%3&yQf44Q8mc8p555J@uGTFz@1GrLwpLb1?tO{mJyt@I^C
zq-BXq#B?_eB||A@rxfT|w>8(<<%>xvQ*Os!FlxcXns7pktM$Rb<cpV-0WEu#_vBaN
z_<W{wCUWf2S`MV+5Q|lP4gwhC4P=K(`43~EXrG@xS(D99Ju6PWNhFCe8t@3`i&suE
z4&u$N(T}{TRw`UN2s~EaU)`Im3yQ}Gl>@`DRf=>qDt4lQV;2@&Vxvinxs0SxkTsp-
ztU%&yi+WPH-Pr<^rt_lSu?_~#kkCpFr6c(!)AlkN_yV&$vX{Z!<@)j^O!cH?mFPU0
zT6f7t$BbqG(PQ*kugFGVkE@g(>%c@A4T>(pSTy6!*Qe^aeNdWuj%LA}R?1C_I1<^M
zZB-@RP)Rtq9L(M@+qtPK-9sodgSiF|aF)l@vBs@gbk$$r_aS!fZ_w>zS9qvqrlS0T
zSj<3@Av__mob>+tdV(pnExCuAzfZFBev9xX6Dw@{RbZ{9!R+wSp41Fw@Tm`+Wl)&4
zD^a%n#!RBu;PwK9`ME!>=<^0HU2bf!$lyUPGao}uTJCYeC#!Q`!_nhdoP9{%nr;!N
zP4CGfe@%MQSDPbi(lzcFn|v|Es;O`h!)tm(ZIPKA^P-g=>`>3tr=gwDEa;AQW<i+7
ziarFfz65P?#Ic;%dQPO&PK|Y&+i5ZX^?L4Y4pmsgI2;Nojwa}MC;6;Qc|sURTdyv_
zi%reXD+@MvR9*klpgMwnGZ=qtM@ge!N5fBHzZ-o3tRr6JDk`48%o?|xP}40IHtjZ3
zc(ti&rTazlRc3GfbxYd-^-03JhV_QRq~5gb`^ukD1&ACdXoc@S%jZVSoEUwAsU1=A
z<`~3Vh^1-MKqy6ma<|NLIO5mLW&0Ysx8v-N;sGZf`z~;-t<kmjIlQ8JZp_sC(Yt>X
z$8$eM+&1nLA%E6dgLn2f!RnSzo%x@Z^8ZIQ5)J|;=KniB@V^<V&i1ccBn%Af|EYLS
zRv%B?;6UoWpmrc3r^y6pf3CTz$UR~RYc-;~;;a`L6Uri5)2UqV{iDxA-w>ayq6!x_
zNQwl4ltJH?cJp%=(L{f6J!tsy?SK&7G-#P7YC2-{$qes_gX*Zmlp&r$gY4FRY4qUw
z8W=X1@Xd1rgofu!jv0~CAF>vNuXs<v3?!mb`giVx^m@;UXmUMGY+^F*chAPCBF<<<
z0_JdFZmxSTXjqex-;`=mnSB985sSfAglr{O?oyu$FMgGzJM98-r%O$4hu{*;p(8`i
z;1BM1_kk&iWX4h8yl&rF1RX}lo3w@)4@VQEdrT$g)sphk6oQQiilU|+>0wmxrc~e4
zT!e~|b5-6V1D7djGHyCzBf2OF=f;D?geZ!8qLUryldkYdAm!$y1jxCE-BW_9?et>a
zUhac|lCU=GRMkogF}EA7K>C=KxqYTh%ai{x-kf+GG2w@Fx|nDFV0WMV#`)dUcLiiD
z3r842Jea_nq2Qb0?^R9HI_>Ivb|NA^H|JlAupc<lQVlFpMYDz`10-hcwo!rLEPHSJ
z4}uL)KO3<*9eY9^$%0F(`pEFliW_;#5U`)nF5T}Crr=Mbm)l@R#T5#DXEht#^So>h
zn|#ELPGwpgPu)J=aFD5Xuj|~nl|@Y8Uuqsu2C;f@*$0mpBV#tfo<+R#?!FrmbpFaP
z)pxSlLlL6k&|XBrWFh$$oe{D*F|a0z`J)kM%Mf^RC$-kkaZ9K3d%f`B585$VH+)7D
zn_@6_yA3SY*s`mtPn$AXG{i52s`Ik`o;Qxy-R>$^EaeF~Rpdv^u8*4j3;WAl_=OGd
ze@>i7$4dQ$01CZ8I(%)C?-Z9<Y_O=d&X>W?xiNffj@NrTMJNhYJerKstbhGTpvgJI
z%C2#|Sb5A7uc^-l*^Nucf!QulXuC{R$GWH^F=Q|4@+twIuJb~TeZO2g%D%~LV`<aW
z(p2Y*sRlKPf*kTwl!W@u6$y2HQlkJ}(2^P>)=#X1C5%IpLJH-;zx(=Q_^2FczG%0T
z>{c$<sp$k7wYr||D^gFr?_(1B72!?j#=HxdE@)<pF?Ba+wC|!uNbtB=koC(T<|!<b
zcvM|!FA-(<n+}t8@)2w>C51kQvWN&)DA;4W%fQ~)0L@uCh3cxuH>rsz+SDBA;oIYD
zg7t^f4yARd(5hDEjZ%jJ`420CF6Ebe3%*X?Wjo-{@<~vXjMQ~lim6dIS0TnWsAdD@
z6t0HZwO(oJcm?Qa1%z*AdNaNt*dl8w5|@YCs|j@-KB@vr8tDtz$n#oetsZpNASZ|%
z*_I{peRo66N`uPCf-XM)QQ<$U)bCK?r%LyWu{qs@r0N-4WS;m#%+jk<)6q5)iG{Xi
z*L?#<-o*5w{enh2tlX9CsPrCPq}9Gis$9~M8(ioqkEIxsS-GLitc;+U5g6O+Pj2!a
z=&j~uKqg+=RD_aIg0k)<(I&6^P)w)deAzj=0nsaoMc#{2TRIa2Ya1{+!l!bopn`;;
zQrr8d^347*f9k}o(Z018v-qq<yaRN?hnTxUbu+W00<_V=MluAlc$ttL(L@hHjPU-|
zLhmvW+UkLaC`fTN_ev7wrpk1st`v~y5?t0!e7Hyk_{bBpxW@RvMv$_2^G1j&B`qqK
z%oOcXUk4-KBY0j9&!)FQ*wpur@#U}dQNcG(mMmf;DYG|i3SHFFwonw=zy@KMj1Y2n
zjDBOd4%jALySNSLtBCRIz6i(p1(|xzwJFPe6Sm8>GX{)5auY5^>D>d77O*fjjrRK8
zhQY^s_A4eBK1G|M4HYk2%<lzUnIqv-s;MN(69J3uW|I|w%PBsW<>Dy;K8z$uMQf{-
zZ$_j&Wvn%_*lrbb#x6_kiI&_gbvAdX*e6jiJ2jPvHI~IZQGNEzlXfM>ZPF1*Z?+K+
zHeHWChDUV4qlmWPSgzG|V2^TJ!s1Xn(oe3IP{C=c%yAQkpvnjHSyqOiCk(=21;&?-
zwX^_MM1v8l?Hk9XLPgq^ZHRsgZgvz<Z;4|{C+*lBROKq{@D?AJn)2q|-Q4%cI%eb?
zDvFqQHYwNCN=Th1+$uw3LNp*p@*s*zL;ZESMb!(XR-aZDf3$4V2*%jDXr5A<U8bEJ
zP9mBRUL`c;j&!y4V96I-*w6~(HiRPiBKd&nJv`!x+J=Sb2G8wt-(w^kY*Of`4ZQb8
z)ME{Y<m!(p%X%R?gSncTg)gy~q#xr?^%)fc&WoP!cd?*E2r*DSUl5e41{-)ZfMg;$
zf)XAr9rCK*#9G1z>8N+%W{@ChJjO*RVS8izxrqD}xXY(mHpZjHH4WKQF?8rVNdOVn
zI_7n1;_HvklXW?_uBeQHCZ5H(#3IrFMo8$-jP+7Mk<F^s8YMK_P?F)YXz}5KeeQ8D
zjY&K^`uVgQ+><|vStW}nydlRGlVjxx(G!HVL1b4t<x3%hx=8~=>-g`ok2phCaJM<+
z^J_e?fzdBuEoPc0a~iPAbFyI<CnwJAR)C(KOhH;`9w<_&7jf=Vb%ndvjPkc_02k{3
zX`nHWyn!8l16_6umaW~AEM$PPqUTAJD!@XuSbeeOd^z+3j)p3tROyJ1m7kopE{|w)
zns&fg-6|9RWa*mtD7Pe2Ql_z7V&#<tdOx4kESN;-NbR^~f}c5oYd2{&IAu;#_BwTJ
zJf$w&($em@t#=%WXQv(|jIqllQMbpI^JAz8qGx$pf>h?}s^^nX%nua4Y9YnjeWnyP
z5ga`BZfY*-)ZA8iHPvQcyLBtto1`i*dLYlbPR8wK1hUvtdw1-gy)TesKjfMz@Jj0P
zBJxb8dEIN-m@!S<-x!>^{N13be|~(;;CJ<ZY!G6asJz`9arE~o>XRYC(qU7LhUXo_
z<8;FSm&NvrGILX`c+m?-AXS#;;Js8($^u8FvwOhkP*Cr=ce#w|+>cq+sfF|cI{&d5
z0Np%NCjcPV?+ZN7XDM5UUud7qINgexP80Vv6LzLWjmS-ko|=E(xfaiFJu&Ubm>EyZ
z6!w+{Hmgwt=>w-r;gLBK!hYM<>zRAlgLjZ^NVBLj)aYpzlZS^Sa=qHOAg9O{Ws+gt
z`-B@&u$7;}h}kgC)s2jB!m$@Wq4?7Hj?SDSC}wsa07B*_$g75^bXG_A7$J;6i6T|r
ze4I@Bi#vA$3Ih|izGx)~`vwf^Icg+fO?qn)>}OhU8|0g-uxrT`k%LM>#II|?ch<XO
zW%k`Kjw!Fkg&<7oY14A@H8+=A<JxfD&f=-|M_F?-8pKsanRH8pm_>&xQ`_vyh4DEP
zDT?<R)WmZjr?c_K-#2Ed6lsp8xG-ynp&i?I>ux<fl>zUPJ23=+HA*d&#Lvup%-mqL
z**{hm4+f~d=>SWjo%qLM-Od9e&g|?hOAR6hc5!8sj_7D{04nS;m5i})X_caT7SWBC
z^>W@i+j8D|F(r7sK`~Y2t01^yg@goHaWP-2bQlbn5kGCZtlh8!439nf3B)q%i%b>D
zetnAzb{Dp35E|nm5Ks!=-?<Ojk#gMvd^j6C8*#6QYD<L1u6Q^uGU3%gtf6`ZS)%9$
z6`lP{$Pm};r*H(;T7hVjQYI_{^Gqu6T9T^^YDj?flQ^NfNpw2iD>F;FR^MtEf_%ke
z^lNoArI7J3o5IRh%tI+`Y{na_(C4z5S?G6h$o?Ry^i~_r1R~wkzBILaI_YnLl87g6
zQlgkTC7dPxR6=`ZvK<Lpqvh(UevPGYR5kRsP-6kLj?v$aK*{8&0y?%T<~@@(!u;bb
ze`^2sqC1Tqsa=TzJwJUm$9#M{sDux2rK4@$>p|p=ZIqh7cgHj&R|&R5Jm5mlwBPW`
z%bK||OQ}O~(xz{FhG_vPMl_%OuBOU%Sl4EJ!luRn((6nqX2d&Qc%UH{rWC3_@T^q4
z*q4>c&f<UjxT*3;t9o4sNIFTMhxQKb`W!=_UfHO7hj-%i?EI$yhV9>#HQ4^;L?X8T
zUDo(V{qbJ{820~(tij0gKaw>FV2bhI75O*f-V1UT;^Jb)UK6uCGqS|V8e(uYps%bf
zul@!S+1pLU>oZJduwEECRF%s()x6-v1QQ7(N>R3;RSsvu0CIv`CCL5uWlQzB8Voc3
z#Ww%5DL`_UEYKu|g|!`a$J<PLsgJPj7b-9)oEWH52@08;i6TC(JyuanKAsR&Ow~Y2
z4Ojk(R`Imp5wqiMHz;ynp_;0Y#^`{dAS^~gB1C$DaE;-1wZ+IOy29xx%#mO)M-hb#
z3Y0VXCxxJK9xGseK;sGYRN!p#vumc;z<9GBci^jIn!m?a4P9*~9-7;5jIyZv-KhFT
z?dysaUn3$#X#xn(Dgte^Hk-C5O0EDuiDvE=3ZYf=O8gH8kzlBidO?YgEy&BaS3Uhp
zUuJF7%UZYS-p0KS61lWk;~UL`OM`0-XFBk`3vJ5RREM>!T4<TkuVSx5hMSnvCkj$Z
zy+5FG$H8JFw`-q^mpF@uD^82?8(wyf9W{~ay#%&#tC6OB-J_C&h4eT3j28PUPrl+;
zCyOEPd`My-r(6%uSBk{kvkZHsb~ZG)d2&V?qHf>wlzDWlFKT`bBKJ=Gv*bBX#=LpV
zKJt?do4+`(x_Oy3YdL9Ml0=cZ!$^9w2i2e*P=Pz}B%W`Y#FJ^XYMAYhdF7w=p$2N@
z1-VB@5-x1O@s^mW)MjaD^R=xy%;Z{K&0z2NkF^3L&JD0-Vw%I@T1CI+^_9KKtBLn=
zf}RV&0;YSdRN1x;Vg3{-nASO0TlZcykxj*Sx!X5GY}XpgW9j#h6aHeE;&Jk#{~2A@
z@49xbBYd|4A;p{WObMOyk~Xj)oPST_Sgruc`O<q6i_DBFC;-1kOLQFIB#w7fF&UoF
za|`+<$XAlnQ7!^)R?@5TGYsout5svGbhE3bdg1e6QGrbmq=i@thbS0VDJjaPa_NFz
z#A8K3>udR56~vdqNZw%2&4N};&eZbBf{xQl&f-|5XY>O4o5<;O{+5>gNanmq6m09P
zvfH%n*<`7=edq;NF`dHsb$tCv_531{GqvO=g}ywey<-i6_QWAwOB87Id1pf+LtV>y
z0-ihUp<4ddBgGvY^Sbt39-Xh(DU1_p?a#-I>p+O3_TqlVAYOnDG|EP!!l8888lLOw
z>R3<7MAr?i`Mc{z!=@TbzY5jUZMa6F=Vn6|ln;?Jl&Ye&yexyRXHWS_Blaq>>%gJj
zxc5TP5?|};U`yOX`WovlGDEj3=ua~vF%r4e*e_R}k#j_@nu!BPqcZE{%B9tpV-03)
zz4Aw78QsDf|1NMdqj@eQ&ZmA3p66^y&999HU$u&t)V<w9y=C{0v}8tgLbsZE=|<_D
zyA}ig>Z(^tnBj>pWe)_J%wqU=yr@lK$2f|CSsUV%hJ?ZlO)Ck7P?M^aB9FOqX7bNy
zAJV$a@arTT%|pz%lXXevtt6E?`}6cww)6t{-CO5dukw|17IwRPq>3tZO<h1WRQsLe
zUq9-<)Vck%m%m{E7TT6H{uw7?|NmS0`0vJ^v;XV*2M6bWjy-QypN!q;z}!BeY)_8V
z5MNxPiUhL7LMf{PU~J?(6Cz$PHZ>U+FEq<s8DoCN?6~$LCS6O)Kec4+OD`V#@qPQw
z`+irf8a<oNgSYqP!a*uo+IuVwuM`@-6^~+yeRkBTXpW9-o><(wCo8QxAf|zX{r=^N
zTz-2CYH1=POzr~in<ym?iukw7!5l~sZStvGXBJmpkF(S?_e0zfW%LY>^BW08F<sm=
zUSw|v-cOiI%Vb3{Hcg<kx86mMVU%)SG<O^{ALGQsI&6}JSe7r^jOoC61H*K*<7(qu
zF(*{<>+|eOP*a)RoLNr9RdIf@$~D=O+VcQK5$Q|<#IcY}F|i5fg{kzjKWeE<6XcWB
zgFRYI*0~+HqaXOk8}gtWLdIBAgpWjUSZF_87whQvdH_$zNgtcPYAp4k!>!e|3l0qV
zw{7~(Ai4o_#d_sQL4_^%qifl^Z(~i4t@Ni0YJwwASl}1i<83W}<;9#2Y!cN35OyHV
zFNDv{w&~)TrzS(F{F!wq108bXVJ50yV3y}mipLyHIMtVM5NY|u>5RJDH%C5!)ZY5?
za%sa=^n<S;-*D6nc;&?&rUNXe(-2x-atTgeN}F7C9WFW!qNzOCb1wKLfM=yvt`+3g
zBlbyLnWG5&(S#CM7)5$oze1svnRQ}>ijvr-4#ctshCyoM<*`Q3zd8p;9nu0+Rhcu5
zt;;0F`_=xW46o;+u8DtG*<Nol$H!ZAyjhT`4xL-YvSN|Jha%9O0NQIknqaaRl#b7g
zqS0{&%%=zxqTB_6SEH=Oa*}x-(W09nVCfI4faCbH;_B3Goln7GKs*Y@7^2-eb==zv
z|JZ)eupe*J-d%%8CV|wLI+1f!sMj4UfalnT<nPNPbcyr*Ue1l}zEy;`WF)|(N5T*V
zhVBB14J)GZuP<zW$gb?`F>M-(${K$}l9kjcu}M-+4~zgu=!EI8^XS)DYDd&YSkZBN
zU|DIt^6<lba}^Hre&Bc@yeV`jaOHqs$izzGnvapTuIYM_+r6>Dfq_J_memR8q-0}%
zy*nauchJtSc<bt>@d7FXCr8V?yzR{Tl+*RyA$Q+!Jx$kJLJ@*AeKV<j($GGD_gD0P
z+CCChtVP!O09mPPbgU4qOQVt?D!o@zSHh`}{XFxqEQ3@=RB;|Ej!jY2+%n-qAR)30
zq$atSl9N9#$emJ@q?9d`sdL^)3J(EU#3f+JH>?lGFL=m+l=fzS6f;sTQ|zihm`_#0
zmDU!@QtWIm1FjviqP03w?16PLS4n&4o7J8Xk>ni{|A1XceKSbeo6^0{y@7W?o{d%b
zdG$_tl&SuZqr5%ytzCg<v|)zQ>Lzmf-M&G85|Z2{aF^QXpxhCArDj$RSX*9GwC>4G
zm(#|`)QjwdAsg1@{C7^&Mm??WYHcT3b7rTBV?vXDy%M4P#<)86buTeXBa}>Fj5m*)
z*#K3$8;3!{VQY}(j)5I=MQ%fZO8=Tz4-HusPJEl@ar2vihf$oF2}uDL0c%{jByVAG
z?+mRA!4#v_VC^sSH!MreMkDLfrPXdE1=*rB+MCqlm>O(s_K_Ep_tf5?Fs|QgW5@|6
zXQyknU>xG3zbN%r3>z`*HhCo=XjWeFt>}~aW#FnSImy7h+pg|ycgfE=c5%6BP)>gp
z^X+EJ3yR=gdaUW4a{3M>4^JO;cuiBos1(cX>~YKkHgaP70XI<^b9oDx2oEGSpZu)i
zo>9`?x~*{Tdw6<AT|Z<I`+%t1aSI%C`=b;;%t`uHzMZhR&qGtrV4k4{yt~$RJ}*jf
z@l2t4xypY5@VU7@fTV|ckSg3vaO+6(fQB)$OkiN4{{3vgep_3BoFW5&ut%8S2EWAE
zG;_PaaG=t}UYCpSRN-vX+C5AX|5+tegegbZ^#k1obex-x$NVA)^FQ$<<d2rR5NoCV
z;UUfqh^;;J*zE?Iybt)~n2Ji>Lf}BuT*IKi#M-1BDt;F6HB0b>xaW_F9GG>PR7m-3
z6IQ*PMo#h!l%J$<)`w;<y0S)2ZgOkf^?kvhB8-v5rY68=<aR=S%BfLjmG(A_Z3BDR
zYrh`X3MBy`pO^GJCKzIdTS=fwF7*<N9f>J`P2+m8blOSf6jc^c_#GtRQW8ztPI+Yn
zqdUU)h@o4;bFIpBjd&DEmLE)>Z|Gg6btyKDX@w3}#`M$ow~=@Q(x8#Ib0VkqgbuvM
z1+lEQH%FU956pZ@B%e<cgB#G2*X5XO4=_Qv$qEp#`%yYVF3L4Rj!E3pBJ=Is=x8w$
zPGMx$FtAB}wpzs}SQDHszbljlJWkgvJ|8pt)A1RKL|O@aoNi@CgSbx@td>_jg=802
zHN{3-m2PlTyVm*_&?G~hXN>>RvT}rR7U{tASEoZ7FnIO`RK~hTVDl$%3ovT%bzcGL
z=;j^3pT#8ZgdJunNM4vO=u`?p8f9ZSMf&`_G(+z~(BD|}`qLCTvO5^>WFNT|j=-x7
zyVm3{a)*FByLaG=X1h`MqQQtnDDho3-rD^{moNv9)`$JDt-HeG3(*(+kP~YAmlG77
zk$o9s=IWATjA9!!b0oTAVMCGuZYSSQ#0S2>8QEQgYEdU0?s|mAezS8T+oM0a(iPs)
z3FrF^anI@E+|ZVBo`*VgY^7~kz;=OLdTETaVNy*ck-!RI4lpoQlPrLym}J%WDM0N=
z4Lvp!n}z&#Ip3L&acD;Y=di~vIeOM-kNAwrOm=A>0QJ7~lM%<#ddm1y?U#cD{vjyY
z{sek-_5?im<E9ic7#-KiY^#!+I$Efc78TAJpm%oTC{jD769VI5+;&x+3R#D(p9bzT
zKq#DLu27k}uM5$-6!2sP{fcy1%zn<hd8FMDBw>zJR}8Vhr<*oNR&4Q$p<$yfE6<0l
z&ntifeJLutN!`nP)GHw!a_cdW%C{Wm_PiSf`1v+WMWtp{8xK>g=N6gIV=bnq>Qq~)
zN>^M6H5N));!z{HFf&A}=9vvG1YWom@?ZqnG8$)M=bH%;!zKAUM@)~K0)Wkihk2p3
z*m~_#CjmtlWc=M=TwD*OGn*<wUK{V@1}8yiitMm%u-S$=p^zeOp3DUbYVU7R3wdNK
zv3@4eq7^JapvlRx<=l6TZ3{QN9l)HpUBGpv+8!_94!hrRFkK)U{Su0s2Axwrlu0c!
zCL(?Np+V@zl%pD6zece+gdyl6_Xl?d*5L^m;R*YNc>(7fzcAy$PVfSN!*u-!CV$4z
zF0dMAN;Xdt-*Fy=dmo$;*RPx<LO*7!pR-71c}V1?^rx9Hp|$jsKInlj)BS~tV^Vse
z)m27*e(n=FlSuK4x#iWf<=P%-=u~J&TYbQE!qdohtR)%`eO(r+41sn@<z%}Je(-0I
zvox(#&(z&@OI{YRW(`jtRhD%=`M_rqL!#9sRSu(IjmRx^B>z;=qeEQRT34_go(jPb
zvg(-HU(i1x(}p1^evM&&Yb_w=0%&D*u5mr@1H#gwT~FeiK9oB=Xi5UFxAGi(?Owc^
zkO?ge8guh5Y5$}q%&0F0VR!gnzECe!Y=dv{k9zU^TsV4Rbr@dWP>c-Q4hh)GKhHlA
z^fQ4(U?A?6GnA$8Wtb=_f84ZA5`Yt6gctrQt8Ye1CT<VFMvzP*QoO$T$*>f$3Q;rv
z6Z_IV4Gx$6zD$)S9QY@cA!-n+AAuX8zGUW3QesopK1LJ`cvT0DvP>(iytTGvVmXH+
zMdk*^acfSaFdXC#KZY)<nz~`MDa=sxF|brg`-Luwvwg7^^ZVWru5Gv`G0FW->d&)j
zjr4Qk;w60JeM5P*WQrpdUY^iU#y<x-|E^K<5AO1p%E+3USQ-l1dk|><2Z&+iWF_EW
zVbX=7S2A_BcXcv0btd>ndGdGV|1xU+Q4ajqK<9s8)G+=>jKRMfF&*W4_#fRj=V895
zVZMtq{Q!wJdzZ&O^e=@zceSRY(P6WF7&{lgz8Xk-zai{8g1uJg8<87gYJ11zN*EDY
zdD#YVJ1W`|uhA`T{~Yx;l##oUgKK5HoRR9#ZU=HRl#8}3lw+5|NyG%8Yrx2k#?@Nf
z!po<pZbdlxF7q05=cc11BmEh4@y##<W9Gon&gsM891xS|nTFSY?wf>t67qP+aWc;R
zQ`GJADuw97#jrUq#FSg}{qXdb<}ALJ#so4FTp#f&b{l^+^NMs|PGzHS45ndn=Mu%J
zsaMTlDPt|cNYo9=x6uGSuN{Z+u&H7JpmpEhCUKngv)GnkA5j%a&RoFe1;WJ#7o?2>
z&{+Wd33<3nc{wh0@U)lfqi?rlw>3HTYn)i>38O0Cld&Pwh;*7?^KWCt;o-GkgxSW2
zwzS<&-7H>SGUU{5dBH9?=X?Tg`{3dDFaTstl}Bo^pNBvtLN3pmA@>S@szm1A$*40#
z>(yyR1QJk6AeKNYQ5ffZr{+6OM3eVm*bP&R$L7}rs5_7%3&TKDzJI022$Z&p%vxf4
zAb(}y1?D6~^#PjxJAVi_>F}n)Bbr>$WCuHDOrcQHgYnTC)t|fKr(<lU)b7QpEmi->
zaP%9p#oCj<BLxffjy3Mw*wyf&F7$Oai}a08Q0~Tn29nHY@vz#X#>UGZuQNy3uQq^o
z+ua5a?*&l+cejeC&O=8)3D0<CDHxSe6+536(Q-!>38*F;Jn<tchCBeT5x&Pz1~Mvi
zlToBG8?>p<w1<DT1$D3V*SLMc)&=c2e>d!ejH6pO{VwT8SJ|j*WHDmV`Bkj`n071{
zcWQHDrCF(l%K7r@^%nlJGWrtgD`=WPJZ)`pDR47KBL;t^|9n20WMVJglu5s&>&2Y3
zQ5#*z<0*YP9Bm9WL^4FkZBZY<Le6qyUeyK<yFtY{`!zH~f0oDN2p2^)zBba}N=;5I
z|J`1G^UbSzJ^eJ$a&rUiLPVYdV}<OH<9$F&%*L>G=vlYpspzSu&?Cc$ACG6o#e;Jt
zC;i?16VcjH&{cGtbT$Qyw|$wd`Wbm*7#I-{Asn)Hm8kAcu?Ku2PZN?-fr(gov*^!X
z&u9H`=W7j8&{NR2SN|G9Q6zH+Ca&y~0PmK&_;Lwx|7~25Q)ZC`iP4o(I%JW;8(%Qe
zq|bdo$?JlTQ6=U34D}JDB;Qy}(BoT3jiF8M5Oefnl5%x2%TuO34JG*|Dq=16&LyJG
z!*_wJSwgJ7o_=Vw|MVv0DlfX37~urNDWQuCXs(V>;t~D=u*5R4<Snjz<Fh}NJ2cA(
z*+7mw=g2-cU=B8!U(z;!9gE|up~N)TEumNCX_N%$6Kvj;0vC;1k=@<aUP|nrKR>Q`
zX2M8l=o-t9<I`{Ac!MD&6D^h2qa@+e?kz;NWFJX#m=yZayla`lr5BVD4XsSX3_nm|
z$|IV`Q|QNH^B#!+jK_v&M2D<!WNgyx4Sz>s+`uq`Df~hH_0sM8;njBWrFT<}4-Al!
z-ZlSE@y`EI4TzD6fayO@>i;-@RsL-!i2Yx7f|%GiIR29pl&!uIdoY6NlUH{t&XiuT
z))nC$o%BQmh=id*NFT+cpkggbFFMgRHPpN3H{tiYR#vJ?62{nHk$tVYwzih*WYHa;
zU-QA#>)rR~amzOk!}__bjHnU{c@Q7g%~55<(R5x{rC8PMIjt;xJ67MI-u`xHL)l>9
zOWuOm7@Mtt^)^X`jcQB)NtF{Df+=cJ-v-mPG`xt0{iBz!dq@#yBicr+b>PomW7a?m
zjz5InQU#<o!_%PlTEh=g8Ut=GDyGq&oVM3)iUc~Xh{tK6DZ#wfZsxvu$JeITxCXnN
z(ER+{0?gCP?SObP0n!%78%qD40`k*(WzwN=1wD7s5D5DliL9Bp=kFp{Q*$mxXlUn_
z<5Oy_+S*$q^8vq`A2@Y@CYC3`U<+piWgJ6<El11q-?&~2&t|84I<h`4X|0UA(x{r@
z6Bckxp~7_Hm~CHa@wqu@>l12<W_xB|Y7skBdo>-`rgro*Fh!iM*ZjK{Fpie+xSBM;
z%JP@4n5vZ8M8aw?Ymwe?bkgi?Wrkhp*e8^Z1m2czey6zD;k2=H$UNkB_)|d{vqjF{
zt0?f?f2Q4Re^B*)yA?CH*)cV%?L)m~*w1Eu;5u#Zo$Beb>(D!_nQ=sv?8WefHj#ba
zo#eAKm*9dj!%q!QpX`nC%^7hiI{6VnLdH4pKVI5m^fneyG1U6mjuz~205E1AyXi6L
zCCJB_Sg)kou**6GyZx{V_z$MRAoB;cFX4V;c?HJ`?>~^*EMvUq2-V9DGk47g6>($f
znR^eYWD$^cv=vW6_6CA@x;EoRU$YNg?%}UCV{+k5#zE5_qNvnI=g;iSG<Fq`n=8jT
z<<VbG*(TSR)wk>``Ea%9YR@_#$>P8Bw(K6do|bz{(}{-5J6~^rDH!y+Zl1`u%H|8T
z4It`Ln6Z-letSHQz54ryuB}bI7=|`TO0p!6We`)36>7y_;f<T?p|_lhR^AejJwuj2
z4^_+tj2?-X=UJ=XHC`>3Y8{pMVmr%B^9rmbyK(PVdZ>d|o_Z?@yNywvgu4thXM@XD
zgfK5|%P2%2Bo+w%!2^3ZsSDO_vq=)KSUd|&ASx+NMDH$kY^H`8Fb|LpA_}YwH%UOf
zmo5~M0d?OIE>>@DL^(spHG<*O)lDD#jrG1`B(RWwEi)VU_Jioy2_%<32;=)^IGva6
z$u{pte1Yz({@^u^rgz7+*&DP~|L!@#ALYmS=3$N%Pce&#Wz#UCBe0mNCg4&>`6?Ey
z?zpZ#C9oSZ?_BZ-Qx5X>IT0SH{1&SivQ3=8`yLA^M^#4CT3*m-kQPo8Z}j0wSZy>j
zlBbMOhYX0oKT5&kYM(!W<>~VB7F-KZjgj#ZZm$pl-=hJIsN++H;I0+k?d<=OJ5D4V
zKk3f4Lx8v4KvX8%W~%O01hfGVnlnfwT|P#0xa7bUP(s9p|K0dg>{~d6QNU#`Af9b7
zw~o9-XlRY~XcMwcgyY!`0*^Onsza$mL`Ybn98R%!SB}^5N+YR~y3s_@qAF$kG{xCe
z+7ORHMBOJ{<5p>-eV#B<*v%jTtmHL=Z;b#$BN$kPZ7#9@a4SO<D9J7!+tb;x`HPH1
zAD__4gPI05eDC9_u}?d?kC}WKh{C@Wd2Gq{o61BjLf}}!1+q^96C5b|jDB=LN};Hl
zGEI8oh|1et!2_87AcDsFldA){@BeD<tHYvfn@1NABt%36L5Y=+hD~;9kdTxTl$2Up
zx&@>Jq`MoWQ$RveLZl>=1}W+8<}AL~`F^jw{;uD5zH|OKyBF8RGduUp+;h(}&mHs3
zYzPPO)G1l7uD8GWY?J=3@dwp%1h1?ILQ{{D_cQKEP>r_U+o*uE&!Fy&c^r+du|`C~
zB%XBcp||)QaQpiNdWDRsr0u8n%~%TQY#(LcEzR={h*Q&#cqtA}Wp<2YBou8@F{wTN
z*4?tot$tgCC`v%F(<<GB0?S{x?J0^RHMEaqSwY^;@8gbYkZQhvc+t;CY1oALjDYn*
zBB1&_*()k;Ibu}8DbAxj+aGEjbNjj=j@kZRez^smrC`gNeZ>%VKkBAT&26DRcb&Jv
z+*QhX<xIoJTDzO(m1pm_Uzmh^I+=0mUVQG)Rv=w7n!QozsqVErOK|j&AIJN4Z7gNh
zGDn9!QQ}bT1*OIcv3|;Q0%h*Xz33Hh@te&q!F+GfDMtge6wSU}_YYVl@(<YKvsR^H
zW+&4hhZu#}g|xf~cXl_M{&MSKQ@`A4!HNWZBpaPn7%_v?8y7lSDN^E<`%$;J@%<=&
zikyFJZLS<SLl?}Y(#JUVF_(1^3%q5i6dZ48wJ$;79OhP3s^?A{YhuJjw0EtJZ8JVo
zO+mo@_Tm_>6eh4iCDz_nkaKO3<EhE0`g;8X>@{|RHTJL#p(ddo=L)*i7P+WG^SoA;
z6;k|QYJ9q#N|3Pe@GQI6p_b~xYR)vk^=XK|%^O#Fsi~ys@Z=T0%!=K|z=q>|CC!pg
zn#Y87hFZ1+tKrr{!7R^@Nym2>n08V(9tn%S>F-R(<KhqfELPIdNE<rDf<<7$xph$V
z<D+Wl8Flc_&wX08oFUl`H5zqx>dYRgftw}Hd7Q&@L2IJMwjQf4cAq5tgfhjZu})h7
zkbHIR&FhZl(%pxpbgIfT#7r!hO9Mh60`}oRc<+8O*6L$iW{#zIy<{7fp^sGy8Nc#`
zhFE~IU)WucK0&a#JOoy&iPx2f9^4x<eXj@~x%B6L>HXv8&#}Mac7<l)29)cKS+w+t
zpla8rD@h8pa;xt4kP8((c>75B(TB0su!Pc@+)RujA!;3!bYD2r43+-Rrv!TeO8V<h
z-sjABn$>4Xxz=j;tRe3^G{L?I>3A6esQDUguQBj<n&?{9;1pt5NSbOh7TzM@Pi(eP
z2w5ULWj@awjm`}ZCtI%f=F+^2y|?>X9YX3`vcX#?Q?zI;(v7)E|4=3J$1ddM58KeG
z`p)Tjkxpi2<vv_mo7;fLwxK0}qB`hPh15{tYeEmhsh)`3FA&4>Ij_vaMsKwO+_A#*
z?H1u?N(}?{F3o#eANf))6q2)L&M8mHb=66LbRv9j$Cvy|8jI`>PO2)mjTkF;XK}OC
zj;VvIHKu!kUP8fCD+;vukDsBcSydYNtfQkob!XJekkUd*V>Z=ozrBAS6-_F7f?2uT
z_CiugXPXAZ3e<B;+U0N{uXA|Ltfa!jGw%*AZ@<=4$uj<6Iv*qMY4sy=Y#w?^A<o{;
z39Oj3-tDzMG4@v~-}&h0&vg_&a8fgCEK<%%iC@d<1l1Vo*wuK;l0TbB{t=@ybCM?d
z2*jRE0(Y}yJF+|L!m@w%@F|FIH7=^e^qbgI(!*Q%kGf&OY7CZPWV!(@bqt#)sf)hQ
zaB@D%VJ@0XE<&T5ZV#m8bZVdA`WtZuzQY_cfa{T@V0*p4h!9maXOh;fe$Z&Vm?X3X
zo%}|~9IdJ^LHcu??W}jdWZCRIx0}K}NtUKvv?P(aRH(*<hRg-&hy{~!xDf7JQyn0e
ztR+QbvL=r1Mgx>F=dE(p*t=54719h_)DBbfg2bs_+?ES|ASJ@h&R3f7Q{0Dz#u%r+
z*!3r&<JmQbP|xxU1{tf7vS(vQ>mE<K3zwfFe~SBRkqH^p&x_-yQ*aFPQSp44COXOf
zfdjY*FyQ~=9th$;4QfIB+d(aet3fTlCeZ)w9tiUPDyRj-{U7gvynRUzzF{M{{`f41
zW^We#QUra&J>W+?Pu_7JJo`4@Qf_C7nu@Q7fiGybKV`hTqst=3DaGFPMuPK1<GWK^
z?IKBR%sKyef!FM<!>TT?DI{7JP+f&(U#9Azyp*YZLAkY?Dk}s%6YtoW&gUNx4Sg00
zgh^|JGIf)0iv=bc_c|Y5!;7L;?%L~}tX?_sW8)6{nO*TgbEJ%D1S%5`#mw<n`^5Rs
zy%=k$!Ci8nNR?l5jCkUEc}C=Z=nK&{llF5KfnoC$41EQEe*F>N<>jQ~8k(3n8;iVI
zr+_LucFb{f5rCom*7)Zy6!|FB=#S;o?i0*bJl`c5+KRV64SKe)`{o@^v~G!~?qYzI
z)~wBX5c1-F&}qVKL5M@ffN}i?pZc6WcCeNhOdZoHLX}sLrziT$x^90wwwY=m>1y)c
zy+C>a=CTaxMICEhqm)$}YlKBxoS$X3sHxgiZrjwT1Ui>of%!eN+P$v06@ClKdYEnI
zV@S^(kbfA#;dm(pC8?44VJbUQq?*l(-stEFtByto+OFBTNV0o+0<FZBRBud5<5smu
zJk`qI@ZZd53|q7Lo<<M>HIa+AtO$zoWO(0>LDH1xliWYPc4U*syIExAd<&b)HDZ{Z
z7DJzOy!as0V>!&*q3VuKz~?3WXurbnO?PHC_vg78LsJ{EBfMQH5<>c=;iP@vT~%c-
z9A<rK8=p$vBNQg01+dq78LgDI&pI@%(*lQ1o%rW*qHdKY2rIA*))X|=jegcQh^o4W
zF^LN)))(*>hVd<kEetOdM;W<8%=;$j=2|mVyU~T9GALKlO>>v}HgjLqfG|cH+t1Iw
zEz>{o+<gXN-d2hiqN|yvS7IA{n4PuxPH;3#lQk$wML!1Vl&R9}TG(>O<v6`qW@c{v
zV5}u9xBC?Vse{gq?}bQY>&iOMV|&aJ=ri4c8yG*>UOG*B*0N4j%d;0zyjdO=yqQ`D
zCl7w-BmEZo;?wfSqK++SU1u(M$gfCS`EL3x^*6J!bN(5``S!31pVy7H(VFwuo|H2_
zWGSk<sZ9+F>uZVN3!(7%ki@mqJY?u%!$c!ynMBfJMjHz`982D`aIP;iUy|WoF6(7_
z8ms)g$h@rZ-S_j|`zW^_IgZ9}KDwz+ty^0Uv){uVcz6I6x`Oij5UCvt@*{=K!l+N-
z`vxzg1uT=M49QdbPcawX<^3?siFPi%;lIjr*PpzGDY4dzoEFEw2$%n?t={Y@E8j#w
zRT42j?%XbGgjRx{PO(jXl9P8`h^2I5c}bM%3SayTQlaYu?)^O$>U}Ipl~)6J-tuCw
zEC^9x{^y!!kbPyPIYo5JA61y5INL<~AzmTlp$0SGK-af>VM~fC*CPhr-^n4Kv!Z<J
z`ib-#QOTnR$9|eKDf8><RNXo4!Rvj3q@3hC6w8C|))L=iZtC4M$qi%Y+2#&(^~swG
zVc%oU+BXE4ZEYg|w4s6ge;cpz#|@2tCo2i^{~#;{3jJ*pqu^P0_-qwn{ejXZ)4NeM
zh4<&^7xoimWuN4#J+qGe;=$hcQnoYPH*!2~XqZvU9l+d~EcroE9s2zt^X+RMM2)^Q
z=lf-Miuac|eY0t9`pQUHAqAo&mHh9VR|`iyw2SAWEe?lR?9W)bNliT4!S@mgcs-dy
zOH3n>5y<}~G;Rz_P?avCAFn+;3y9Gt(7eX0%J@nl>r4GDUz!wq<M6CFlDKv@ky0AE
z?@6;00$<XT-P#=Qwvn|-Qgy?irGejSM_gLF)fO*Wc;m$GzI4<KDSXm0o!PqaU~+r8
z-)T#Q{0uc6*OwF<?1@NP>}nm?8s45u$GPXH5;TJ@d6#wWMk*~oFB?L8elWeEy_Y1j
z%{R<m_{9?TsFNyauz3h+DnI#3FeM8`X0prboESvI`!YzNIbPQD)QnD$@krH!F7kqC
zAmk+xi+Y-YRgxO~U?2ylWNAiJLY`dbmMHRvTcD5XqIud{x)^_>HrcoPJXY~jL`go6
zI}--pZ{tt33yUO1B~=`?`afxCvkT9Nm@39;2u^}dN@~KtjG<7Nc@~AyTlxKLv(H9;
zI@(S$4YOjWqOv?3Q@ZYF;1z8-vQQ>p3+YSSRM?Cok*(NN+!Ja@!U8&`O65r~Ve#zT
z<t^M~rgV8e*pfbxvHnxtZl0hKCzZ86xldD6eZmpvu!n@A6iAYt>KBi=UZhn6ot`FI
zZKu^Pv~034Y!pB$s9xKrVgdDI;J<ft_oPXipy2JqE?_Az&n{K+{>pRv%xJ+)%QEEi
zLa^whM<kdQrN-}mM|TsVAT)PqB=I=RTu$#t(V|E*3wYOE3R5RZsI3MgErzph&}2{-
zlAbW?1OYjbc?0<-=uZgG6H+xrK95nCFif^Bx%N(&j=LkuJ4v$vYC?8L{JmM!<#(Rk
z|C$D;s32;$>DxNdndQZ33igbbSCVy)3}-~W-Kb)wM1?b;K7ALl#_IrfeX&j}DY;eB
zQYd)O0{_cH{#48$>1(o?i9EM|s5D}gmoDZXI1V-5NXI*fMI1Y(rFcAHqUoJ3N$P$?
zw_8paGV6I=j+K%URc%ta5Lxj#Y@jDqO8bqGC`!l+h8Z-@`7owa=*5w9CGq$1$ItaG
zO`@Y8=ZGTSTFq38aHf5b>>xBjmkE<}_M6r3aV!Y_Ce$#~IpfQJMyXdD%Xsqzg64sp
zP538@Z#VBPBAe6OUairn?#tC$P&#SL2?Qn;IaCDh1QakeIJ)cAS!VGtf1u){p7}Xk
zS$B`AoS?v9&AVw1ltin|J}>W=J93y)WYHaQvO@nkV!4TbrYewqGR}|4>S5DX4{7M@
z?>}{2JS8GrB8I7-raXunR(kExDQqSfZZM;yZ-=|x_U`?K!q)@In`zt3ZdutMDLt_I
z+cZV6^Jq$|OtEr@KaE1{H)D_H);k)he<Jc&f)aDFqx!LF)Wux0OR9twF~u=kRTB*H
z9Z&r*LeeIy1E$H`LO#x|^9MFP%?cE5<WH4P30nd{Jq~trvXYtBHkjAwCi^zZoV_Zw
z6}-rG7*#5LVw$uP6EtrGRkqB12&|$U)~kyza=p&!XjRD-_L;%|hd`5W7@I5k*+FR9
zbIb2zvdXVKQyC|h^7d-*9#lk$t_;%Hf5{6x-4#^|g|4X;H<#4ecQaO$VUPCsKA@^(
z>t2YwXVX!}n3V8J_lZ1*DL?LLKi0-ue<~}2wu6DWs+;ol1deI1DPZZ1VvO%`=hW&q
zxhmK9;Kkd!1C!i$D`@xK>GG>FV=5Ihv#H+cj}kkI2N|2lLW2d5@ihhywB0f}O)b3=
z&GAJ%?Rb+oJGHYLjo84~;w+lMe9*nGE%IKJBx{ZN%C^aENAy`%*L59IvhRY8P={LD
zVdNo72l9>%w%rGL7JILszA%)HNw;_N8$IXtk;4AKc}sJj66@__A+o2RA?~Cc$Q9ky
zUDySS<HDSCVpxo^!T1t2^hn^|i`PmMFEKIWNKa*=US;_|0ojN&HBctDG*4rbN&D1{
z+0wQF0u43PYwW5ITAvMuM1n=Vi0{~sbIyO`tXU;_3+2q|+fwfJu5|a(ED>{i99X#2
z9?rHK(B^2II`)ZXkd~DOq~Yz|6_uwh!z3p_?eSd@i%wvlTsM?eaK)aCy5?l&{wf#Y
z>b??;$}p((TH5Fm!E?eT^Xy{hSPsK*Og6p~@iUEzPjoI|lkGtp!|U^Jb8n1J*5oaI
ztUVR5vMHa3U(e5I==l<iX;|Nk^~$N(;3hFYA(d?!%OiJ+@7oUNK70q82?xjHZ=nIF
z)$`&(EC~>;kc7KxS_C;iziP?p*4(Ub7~eBSwLjD-;iyqsoaQHsyffqfkUtkQs)aYn
zM#6bWTXG{={QaxcSmAb|2ULuYS-45OKD(2#`DnQ$^6Ag9a}pkZ*Ai@Ydq9ba9m@^6
zpg*Rtz)K<qTz|B3f3IPGPcSl;dOMJFeO#kZGtYvtY$nX>3*26HzF|fa`^&HxA3dQX
zb*9FF8NFm`il)|TK}nYF*Rcfeg%`|>r{9KXi$vRt#et<x_+PnBd4=E5q%yCC0ppCF
z#B7p9hsNwNpiL*?QMT`hG6U|1+NM}zZR=Tlt*emmDX22Zd(42*!DJtEZ=OW!&5I{Z
z<9lu6$%uL89q|ojE0rfqn{#)A{AXN4Bb*J7iqlrnfu%(G<INomGpMKSM2)zylNw<@
z-(cA9tHe*SUbzXmT`wovE?7=ARw$$9`+RM^w2!Us)dE(bx7tnpR~lKZH>s5~#P#6q
zjX(|Bt}x)%sk|R547Paov^U3d3}j{CUSDp~_}I|lnU*j98L^aYU<IpOE$BrSN^z=(
zR3_xRTJ&TO>&Mi{MMa%mopIHdMZLUyCl11kR{5Tv+~*M^_4Q#2g^=NLO90fQeI;Be
zkItUv{AkFl_z@d{UUrdJ<5`C|rq3aj#w<#ltJAYdUs-sB(JPE&HCx7DH5<;nz`-n1
zTi-_N9B|u&I(N3O$;_F;$ircPYXWZ)(Pun8U^6`2RwR=C<&8b_B<6#U)hFgs28Q6#
zANn(QY^r}Ozm`lBJ@poiYkehh<osUCTRQlzg{@eyOh)L4Ys<Kb#R$x-LADH*0@Q50
zxQpFY@W?($PzWa8S2H~aqro{AGPQaAE;m&v_M>*hTN_xhdU}JQOg6WiIHU20nZ^Au
zZJuU_z4EhBk&1Na?vd2sn1s~?88et;A!ck%o?x*ugD%!e$7DLQcEiYpj7gt~<3;o&
zK>XIMs~;`#u{%$BcqmW4tkjld^`_)e-i`UJjJO_cg_zA??T>~sc4YAbz=s!PKSp2G
zGn6R%nZ1h7@@NZfElq3A@{7@IdsJhZJoKsZ$Lr#OLYHjm-EIfhL%y!0SrNgG#*fDO
zc#hSk&by<A5L4^KSNkna1KW}u;P;Ulx++VAk`|t}pbyJr)Z1j{3+wv<Dj~H7y4QJi
z&t~UBuzPMSn|acghZuLC^?=(ne1oKL`Yi*W<J=&-MF3#ZxVwu{lZp!_c}R79<f(4_
za$TMLz#JvcT!ojQ;r>j<n^+x4byH&kqtY~sl<!_ms7rHxSz~_OHDB{R)mkC3ccngl
z?kckP;Wz4)8D_A(*N1-2$7DVloqXF`@&O@3T%{WRJlY?ZFLf`6;YRw5JAz`niF@=;
z;unurAz_x->)W--xj5b#^2vD1ThaPLRjCE0H}Od`KQR-tDcvyXz31tLnR$&i77vWS
z`b;F0O6axwyPZy<BYYj&r-<@4d%|f<z?!>G@t=29{?o{kUz;E3t&#sZvgFr70*(2v
z$dX?(`u~1c<^LkG1OY?-$D1ky;qO4WU9MF`2h#%MpI6vmEk^V`t3B&x-=A*g9vwa!
zbMgFKis}@+b=K0pKxR@ft`;%)rodE?I7?ig#LYjXbo1zG#BC1)*5JNJ>R;=RmA`FZ
zTN}I3Q}f50k_8%1m3$ynAG<YjYeWj~^&4aDFF#Ob0@o+;NVr*@!u!PIZHHxV+#X44
zX@}KIBq}5fK9hmg@cIKjHe$)>uq-seOHE-Jr8VX>`u0XXZBtCx{i!=|bKCmi1kT}<
z9WU4GLmR4ANXSU>o#UIq-u5<UIA5w26=b~fF$a`8m!9QixQe94%r=ow)~0Vdpo{}j
zfc)31RHwv}DI{=Rho98goiV@i9RJBW#!qMFxUFr8E{9Ww=_?#7w)(ai+KoioM4fQO
ztsoKuhF;BiwpJx)a1tm>e=W?<=TM<FRDu-4^ffbQvnaR+cR)=xZE#PqPKU0klBr0U
ziquo7kJrtEAJmpV%EG&@a#z;&PRrwtt$fDG_HOdZCc|+CTB8rFA$R&0PMvK6gUvsE
zLr~r1yt9aX+i}iwGTufu=}YuOB|KE;4>CkuD>|!yu#1D&dM;h%fmE7WyJDDTsc+-?
zJ=Ij>hu4cykhfuqKHpfV_(Uz%6bd!GoR41cyPlcOz-7fR?mnv#J4@l*4)d3jx+h`z
z7?6;&z>6Sbn}^>qWRPM?%NhTWZEK|gtx6OZ+Gu&c!A=;Z<ZvgbhTVU9vzUy6!#_9K
zyP#rfrY3;2B61m=@mjZ|?k0K31&bH0tid&9q;xSSG4`p}$)Iw7&fNTQ<@{2?d0h)3
z^n=b|>?Q>|+mBt+(YQtShaMI6Q4Y(hpXBSbbwZzm{7zz;)VC00g^y0QQJaP7oOQ=U
zktw)!fhLD60OL)2;fOI~;Xvgd?AFY8`99Qa(1$0t6WsqwfO_7P(EWK9;Sc<jeFMU4
zwo2jl<+F(I<k^uybzPms$a_?0G`so-vyp9n+T8}?Q~Dz~z#cDm?T>5y{||!~kpFh@
z0+<`}`|Bv)&$@%hxNg;-Fgr%N$9})~3SZ(f^0<SoyBogS7_}JtmW`YK=S!`OuT`#Z
z5_y{+RJ?yLS=tyM**<MKpI{+ywtM`tLm+mdvw1zc`GFoYFQo&i1#5I;%KdM67U7vF
zr|$e(_TlMT>2dWl3>@E^7yPTVWHbWlL7rxraq8$rf5LVLMZ2SVxJORA)setU$EG~*
zy9~UiwPTEYlHnaAbCN+Bz7ro8EyGu1s^*k4XI$G7j3}eH(XmI$157ykkRnH7S+H3#
zZQ3g?su4{=hjo5lyylsPn+<DI1z9*T(O%m>Q^zM#hh}v2cixQnzO@@L`i{)s!s3a4
z$k%C9JSHD%*kzI?t}*bbkL^jsVmf2Iv6X=I>s<j;?rYj9+k7v2zHS~y8j6Xx1xFZc
zQOjtcD+y2D<!dIGCDMuzFaOjKmCh^qQVS#~DC|i4rAy4-O>cNU+h=AW26|!J^3rk|
zD$Cg;h16Z0JJ%u~Df_z9HVS^yToRyEauPJuHbE_<K+FVq6cjS!;8Erf5G^mZL3c4Z
zCb22jE*cIqTGWIIxV<IttEqUgW+qr&dT-4(+T5t1*FX8m4rt72i>(okZC0capjEO~
zDqDsrr*_M6n`iHN=<9$o%I>2+p*z;TqLL##{im!lfb96A>Nfo<?dh)Gu8p&p!H&|H
z8-yof8N)T2Soem^*|oxyHuN60B~$Po;5RM;=K*n8sXOfGOfyMb$WLn=DRzw%I|F!{
z?EEe!*J)zy)i7l~#gp(yx&__b%%iH^lr13yj6EM6)h3FdUJT2B8S6F*U}bewzo2>V
zZs0<A0eC7(7#AX%R5cTr6;Q6?a)++$MSaKg)+v$#!x(IB>$_SOJ~X1l_w01$Am1u+
zwNQ{-E{{f}h~t^WfnTTp;0`TH8QSVyA2WDk*@Ov1_;u`ikJ-ow(qg{P<@ViSr_;QV
z%^Zx}%4B%uH10_!TdIFq%s{*?xhK{3?PM@uXd>V7g}86!CQX$GhJdr&jeVb>;gfa=
z3O~s7PqG-}ifh}NyUvY@M(JP3(;8YRV7C@R#*#rLRik(n(|nxPl+*iySr}Xud?5v^
zPcoKc2^ZT~We&U^9rw@y`7&*IiSr3wDra+ilbCX?5D)k&6ZWPa$foT)ZhO5?)lQjg
z<yOJ|Hj6KwbGKxke5C&2{<bu)Ob(T<7q^t2#){H>S8Cl`OT0wBcAdr_bd5IhpX@ks
z`w441TeDbqC0Gl_BlzxfYcw@nN68@_qAI^p8cKidL3lh_>6KQZSwxU*Y2U9_krELT
z>{U6N61gF7gB_wos7W6p>R7Ehm)#c8qJU-8Shh|ND-5-28)zp^MvyDAeh%5yexy}M
z=X)RIlz82F{dFv{8+{@>71?B`0(BkM{$PmPV3Pu5eIh7VZZ?3VF4QeatI=8HZhc3%
zPu}hXCQr5=QUVysy)#UgE*~l?BW>fsk-z?6V4uLFOo&$PXU(30Iwf}>=0~&k(vV)k
z9`tLCHzHU=VBzsy!b)mNlJ~a9olR2(dfcsZSd5r&onf>POj&%$mgFtjkss;J>u0ap
z!S<^ja+YIIBC(z`ii5~=CM`1@MUM9;>=@Jd7`-z*XrjU1s>!1+C)gRX`8wS*3D&M_
zLkvI`weDe0s~b3`KC8Esnk+cXnMp<0)S7B~zAR?jA+1q8b0D-ajZ9WSl`=TeYTVBB
zeG`AHpPV8QP-+{&YTEnVPPv$^T#n3d$;$`zL@8V&Islesy{`g<GD}dd26tLj?Yw#~
zAex=y(Xz6sDHQZcZ}xkH4~{MWtcd$_JFj8bbG)T%&xSZKxYSnf6`$Agx;F}s0dAdg
zM+ivSxRE%O{FLs%g6lS>yW=l;SkET-n(nzcWuZO}LsUG5y*1^pJuTP)!lE$uTihNx
z0PtInJ(Jl6SZv=l6}|7rn5oDlI2y#w7{aozwX9oJ?~aKUP?JzATzT8j7N>L|;qO}9
zdrZLfWVSwHYE_}h!+N8bpj^Q$e?aMR*tKQ%aGV98NxmhO;mgv!_Ry|vZU$xgw|9v;
z`4P<64*;r}VJAJT=_|Trg&&w47?v#fbY*WWQ&+fQX?o*Q?#;M&5$Ma5xwQ$M=q$J`
zVJl-{r_Z(SOTS!dLLJg;E+j(_h2ES~Z2R!cK)ga1B~0!N8;ZBYKc5rX(LiwA=KS~o
zv>WFT-t%Zl@I)L>T&U7xz2%&U-IC`c*BOqdQNhiCG*$sTe}h+X2Gbfdejgd=fYL6S
zj;gwu^?6VFNuy>H@%5*O-d!VEmI=g8+InkfGWp?a#XD^EXKAi0!lQ^OZ?Xfg*X1zc
z-k{cq{YHzZl8dPrEg<$SzzP4l=%6EpmpSf;M7-hf^~{FHL*tx@UgQJAlem)7Q|7si
zu7__98M}QR$7h?9`ekN^d;{Z1VYAtrKODdC5V!`0_bL#wx0njO%(!t5?aBD))k#!$
z%y$yBOg`&*-_*m3^(Kwq4>_FMMbRmS?-*SA)jW5dAhC~`zTW3J$?{U~ps?MbrXP^F
zBTa;}HAUj&Fnopp=<79c{c)**{7(;Xk^lAqF7oOD?ypJ2f4kK9?Sw<xSl<Sy{ww(!
z5PB)9A`p7HI8p?{{<?zwb@i(fh9WwK{?~86QY|O~x&FHPbw;fSMErI2tHX-uD0>kL
zJ9Aqg7=jMwbh1PNIpuW>Q8t$+6)1Ck3tbZ+J`#y0_Uk`BKK#Fa23`vHFUdu8Y<0{m
z41a5L$>d*cM66Ldwiebvrt=GcB|slw0I&s^0)PN8fCB(Se}MpY^q<48FUQ|7H~@M8
z3&2ZeG*@d2eLFoAnuM_}%F&kHQpe8Bf*p*m-=Xmr#8TgY!v<Z-4Q0!2X5pY?XpG{}
zvv{e&jBYDyp)aaqivlu<@<2dfC<q3EgJB>Tl#3MvVFZB~(I~$JG`2ARAMpN5DUQ}C
z1AGvW8-x$~*9XW2heP2&1K=+h7zu?y(IbBO0h<2>`wR6K9@qbdfuT^y<s$S79_(_o
zuEHRHpa(|V-{0}T5F{52efIx%7zhMLTrP=!gTY|jVD!jdfpJ}0*KaTo7>Rx(<98Sw
z3gNygGaRkit1uWG0YaaU{YDRt1c9#dfFoes|Aawc|Ktn1Os@JnJp=-+;oo6gTwI{5
zedFSSUY0-py)6<9L(k-YgP~KZ{-bZ)X!Tuf%f*F2qHoB*w*^BGNW>MsXc+t-<I9cY
zx~fz3xS<tug&q|84_UxaFyivQ{*5mb3g*5d%P$1bRa--XE_2adX$yn=gB}bCx}tk9
z6g@;&b?_IZOS}IsdxoLS`HD`#P$cB)cz~hYFz6L}Xc+v`J^fw2Ul&*V0Yjii<aazU
z48qNIMF(IQ49tCn9vTMy$C&@AA8309|AQV9{108hxZziA0}SKlx^&3@V?WTnMSG0j
z@W5~=_|kp<y)76Hga2dP;4m)kD?0eq=&G)`AfU@2qu=QvL04@O%@kc*<SHIFT3f%v
z{>%ey0#|$!m<s}dTpeF7C=`0tHqajD@@=la%lAhf2r&2`c7?tNulg4-7lQlpnf!Np
zU@r81enq}N^MJz;SNaP^fFb{|D+C07nGX6l9ta5Hs*V4d2RAqPs$LLqF7VYcM{pr8
zGamiU1MTXrwEZIwB-(FWl@IM*E^Ai(Mi1@kuHMsNBp8IeDhm=lY*+Pygu)<ylh4*#
z$Jh*IjgNmhNsu%*umE0Cxtt^@T3FZue@!CL7fQy?sLRJDr=%!QosS!?2SIxQC^rZR
zMHxWgdT1w&MCs^4^ijHSU0sj>9~T&ffFigM5H6S=N{<_6prZ?iBhcOsg@EhpqL2cb
be+5<OSlj-3CZiv_=vxn;fk8}89RGg-wmkkH

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-reg.xml
new file mode 100644
index 00000000..2bd199fd
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-reg.xml
@@ -0,0 +1,46 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_eu-014-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='354'/>
+         <instruction instr-id='354' subinstr-id='2'/>
+         <instruction instr-id='354' subinstr-id='4'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='364' subinstr-id='2'/>
+         <instruction instr-id='364' subinstr-id='4'/>
+         <instruction instr-id='364' subinstr-id='6'/>
+         <instruction instr-id='380'/>
+         <instruction instr-id='380' subinstr-id='2'/>
+         <instruction instr-id='380' subinstr-id='4'/>
+         <instruction instr-id='380' subinstr-id='6'/>
+         <instruction instr-id='380' subinstr-id='8'/>
+         <instruction instr-id='390'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='396' subinstr-id='2'/>
+         <instruction instr-id='396' subinstr-id='4'/>
+         <instruction instr-id='396' subinstr-id='6'/>
+         <instruction instr-id='406'/>
+         <instruction instr-id='406' subinstr-id='2'/>
+         <instruction instr-id='406' subinstr-id='4'/>
+         <instruction instr-id='428'/>
+         <instruction instr-id='428' subinstr-id='2'/>
+         <instruction instr-id='428' subinstr-id='4'/>
+         <instruction instr-id='438'/>
+         <instruction instr-id='444'/>
+         <instruction instr-id='444' subinstr-id='2'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='471' subinstr-id='4'/>
+         <instruction instr-id='471' subinstr-id='6'/>
+         <instruction instr-id='481'/>
+         <instruction instr-id='481' subinstr-id='2'/>
+         <instruction instr-id='481' subinstr-id='4'/>
+         <instruction instr-id='481' subinstr-id='6'/>
+         <instruction instr-id='481' subinstr-id='8'/>
+         <bounding-box x1='76' y1='140' x2='500' y2='299'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-str.xml
new file mode 100644
index 00000000..326a17cf
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014-str.xml
@@ -0,0 +1,114 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_eu-014-str.xml'>
+   <table id='1'>
+      <region page='2'  id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='0' start-col='0' end-row='0' end-col='0'>
+            <bounding-box x1='184' y1='288' x2='233' y2='299'/>
+            <content>Indicators</content>
+            <instruction instr-id='354' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1' end-row='0' end-col='1'>
+            <bounding-box x1='371' y1='288' x2='500' y2='299'/>
+            <content>Weight of indicator in 2006</content>
+            <instruction instr-id='354' subinstr-id='2'/>
+            <instruction instr-id='354' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0' end-row="1" end-col='0'>
+            <bounding-box x1='76' y1='271' x2='137' y2='282'/>
+            <content>Effectiveness</content>
+            <instruction instr-id='364' subinstr-id='0'/>
+            <instruction instr-id='364' subinstr-id='2'/>
+            <instruction instr-id='364' subinstr-id='4'/>
+            <instruction instr-id='364' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0' end-row='2' end-col='0'>
+            <bounding-box x1='92' y1='255' x2='148' y2='266'/>
+            <content>Employment</content>
+            <instruction instr-id='380' subinstr-id='0'/>
+            <instruction instr-id='380' subinstr-id='2'/>
+            <instruction instr-id='380' subinstr-id='4'/>
+            <instruction instr-id='380' subinstr-id='6'/>
+            <instruction instr-id='380' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='430' y1='255' x2='441' y2='266'/>
+            <content>40</content>
+            <instruction instr-id='380' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0' end-row='3' end-col='0'>
+            <bounding-box x1='92' y1='238' x2='253' y2='249'/>
+            <content>Further studies (in higher education)</content>
+            <instruction instr-id='390' subinstr-id='-1'/>
+            <instruction instr-id='396' subinstr-id='0'/>
+            <instruction instr-id='396' subinstr-id='2'/>
+            <instruction instr-id='396' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='430' y1='238' x2='441' y2='249'/>
+            <content>15</content>
+            <instruction instr-id='396' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0' end-row='4' end-col='0'>
+            <bounding-box x1='76' y1='222' x2='121' y2='233'/>
+            <content>Processes</content>
+            <instruction instr-id='406' subinstr-id='0'/>
+            <instruction instr-id='406' subinstr-id='2'/>
+            <instruction instr-id='406' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0' end-row='5' end-col='0'>
+            <bounding-box x1='92' y1='205' x2='151' y2='216'/>
+            <content>Dropping out</content>
+            <instruction instr-id='428' subinstr-id='0'/>
+            <instruction instr-id='428' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='430' y1='205' x2='441' y2='216'/>
+            <content>15</content>
+            <instruction instr-id='428' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0' end-row='6' end-col='0'>
+            <bounding-box x1='92' y1='189' x2='327' y2='200'/>
+            <content>% ratio of qualification certificate holders to entrants</content>
+            <instruction instr-id='438' subinstr-id='-1'/>
+            <instruction instr-id='444' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='430' y1='189' x2='441' y2='200'/>
+            <content>13</content>
+            <instruction instr-id='444' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0' end-row='7' end-col='0'>
+            <bounding-box x1='76' y1='172' x2='99' y2='184'/>
+            <content>Staff</content>
+            <instruction instr-id='455' subinstr-id='0'/>
+            <instruction instr-id='455' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0' end-row='8' end-col='0'>
+            <bounding-box x1='92' y1='156' x2='227' y2='167'/>
+            <content>Formal teaching qualifications</content>
+            <instruction instr-id='471' subinstr-id='0'/>
+            <instruction instr-id='471' subinstr-id='2'/>
+            <instruction instr-id='471' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='430' y1='156' x2='441' y2='167'/>
+            <content>11</content>
+            <instruction instr-id='471' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0' end-row='9' end-col='0'>
+            <bounding-box x1='92' y1='140' x2='173' y2='151'/>
+            <content>Staff development</content>
+            <instruction instr-id='481' subinstr-id='0'/>
+            <instruction instr-id='481' subinstr-id='2'/>
+            <instruction instr-id='481' subinstr-id='4'/>
+            <instruction instr-id='481' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='433' y1='140' x2='438' y2='151'/>
+            <content>6</content>
+            <instruction instr-id='481' subinstr-id='8'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..d310a8bd4b5322b66dac582e05ab58212e81100e
GIT binary patch
literal 159641
zcmaI6bBr!Pv#-0xwr$(CZQHhO+xD!n?U^+;-?44m=i7JRbF)u!bN=e?q^c{aU*)M(
zr^ysW#p#&nS)s`e4(FDj*$Ej59gM9Bp?P_s8N{t@UCo>c8N_XkT+KwyOdL$jpc!P%
z>@8d^30YX!q51itU0j{bjO?H#qgs@8(u9RztHEdui_jYa!!$e48xUbM2ZU)2fne56
zd2N5a%j6z2vjDS(;Vjus-P>Bz&g#uKB<_Jg5ZE2fTSVcw)@OCr5|~b<Ng=E|Ory9q
zSHKwDnp(3hKILJ0H`c3sIq;f}MPXCK3B$=Ubb88JXzIFF$Bxq%*fw>o?o=8gk`ZQ>
zozUJ?^ZzEBXe#`o1OI3k%$AV|1=VdejF&({IRhe8&5Z_w^;oRc+e{>$x_4BS2ZXt4
z^{Tx&*Mi{FFLeu+%0;`x#sA}#LOHfN4j03_Sge<m1I?{dqPKd9*QL#~g;<3sMs3BB
z@*o%lb1e?AdXk@#qWy1|>qi{lhZiXT1xtadukWkV$`}uUhwsxT<<r96&|*Zy92o&^
zfmOked-wM3>)7GFFMs`|cd!2K>*wRUZ~yM@?P)-DKhPgUr)m>uGkeqjPA%boZT}xd
z*#2K>bQq-UP0c*bObHo8&D^a_%#<aB37Og02>(kvWxfB;p7no9DdJ%3;H=_kWMW46
zU-u~g-^FEO<Y0$p(6BQ7kI)>f&<v7hRu-17giMTV&<w&>t}cpZ&LR$Wjt=%__O67S
z|3@8MX#};FGD6A<oJaVdMffkyGJ%K#-nRYPZ+EtP<GQg+z=4MZN8j2UK67%cUYl9j
z*i>?HyzgIqQ1~ZKzKz^jRBSF-Dp_xzR(QaBZZmH9{&lk5S2rFaJe!k8GwKtm&F{wJ
zPF>>uw)K|)v6-CR5Xm^~{5$a{AB*M6*B*f6baq4*b&yAU8_<F={=wN=JMZ#84Ewt{
zZSOK#u9Ic7nbRE@A&w~X5u$<bhctF>KNXKg0g8U&lK(tGB%VdTLx?Bfr9VHTD)tY9
z?y+2(r)7CyisfIPq07CcRV4YT`CU7K@5iiccY&|8-SJOv7Jpk;&db$=+#>x`jR+6i
z*7<6#EGDWcc>n@OJ}=m7IBm4%15S?_<{iUba-Q9a<yuhvfFj5)M)*NW)+J%8fhMny
zhZ{)8AIQ+;&A>j5JbOA`IayhwAXAg+VZ^kEtZ6P%>FBN>y2evk-+LgP>(1?u8&(uP
zz{RhbPp<g}q?tOS20<_9lDE*Wy$PZuNBu8v6bZZb@c5_7wN|ky+NVPDJH+PLl@VPP
zW9n7KP50iF3FX3k%z`0^g(&*liHBchO1!iKH=hQ~$HnHcHtHggmNz9BFI2V2Utwe-
zluh_!t%lfEd9sq@-t-MqT-Nv`F_J33%fsMI$U$jFoa2~wMOhK1wG^KcHAH~*nQl|Q
zO&P%xbe^tthNSAhg)<^(y`Du|>Dz^nwW0}Q2lit;>MrZ<=5UVZH1T6e$Y*)I!HhcP
z)pM%VG7#G&$t0`#$emV7XE~Su#M)>}u-R2IjNqvuo7Fm$_msNQa^dW?l-X7Cu4K3_
zo?3Hs=$6xPcXk!Y%V+aYkmF{9?C_ZJ<}K`_9>s9i#NA~19`gOzbfzudVcxTZ9*YTA
z;M(y?ut46#5@DrJnM?B{AGOWBdJehSXTHj(9A`&PhEoJ`smeC}J1D4Y?Fx`aIP{Kg
z*~~+&h}4V{0K|A^NTt_*97LC52RXa}>^~6d>+mUZim}=&NzvNkQ;#<ZIQWIN%OD1V
zFk&q7@QAd3b2_!ko8^?XAY|v!oiHuf%t2ylkS!6a?kQLE<B4d|DaTn&rJmGd2wI`z
zA@YLRh_h1kh%GxDpk8*pz}{uaz}4NU(-*uQq-#@GjVrU%=iH&+Q%oAw#E=^#LFr`C
zam&*$)`iROW+6L?rdmRy)cNcJEGkp300idD2W1f75NVRY=MR2aR&{-QXR+1Bodspy
z9Rc0}ZGn2jFtORZrb%EXUP=pQBgi9zdbLeXiYtU|#wB!9*J{gJ<pX-s%ce6md#P$@
zK{=odNN0k>!X?yhdU?1Hw|o}%%Ymi(cGdndbwxS0)56d7+-ZVbM;qR2YNwZ?b|sh2
z;3=Y`Ahis+Ew*g+Ye*Hle9P^Ajwt5~-<4T?g}8^Sf1qqOjQ{^w$N4|mr6NRVZe;87
zpWdS;qRjkX)H647vvvIsiX{H$$-(h|o2hy^nh`RHdAdrdxc;YeK{F^Q$`LaC*YdwD
zROAR5=^2^-i(LO3uS`t;Gv@!T^|3Ouv;GH<|J?|g2-(?K8UIfP>Z(Dx&S+r&`n~@A
z-ijF`6u0$wHW4BjBgCmb5Dz2kL@rD=lM(N0RbkTES#w3ziqoAYGGi}XoW;P4&9KU5
zDYY)!1DvJlRIF9;T<&hZlFz5DPQPb=^KN%Ow|xS3J^DYp5&yI{{K3u&2_K~Z<RQI+
zB<@)_taJ$1Gf)W_vEF%-5n7DSWS@UHef;I%a>sJS&p(@@`<hxg(Iq<b8(1J}H=G?l
z`qs$-!V3w+<9HzV93z-poB>Li<<fgtL)z%lCsX_c-mHCqwwR@-mG+!{VJZAq7F>DQ
z<E=VFx%csE+i!4|cMU_8w(H~%`>m(a6NVDa%vU*((%!jiz6-!&naJs<IIJG^TcUWg
zch!-jzkw6XQ}p37e3jtrH}_`CcFw!}vcK!bJG01NPuYh*%CX^2ZT`J`gb+1`+YzDR
zO@!x+lztjg?+KNy5hutU7^{fmaz;hpk{n?dmF7fUL?mZlIV2W0;kG}(HckwpQ7*Xj
z+!G;j<?whb2qH6Q=nYN^##^HRV@ADiSyHQMIi97FB^yLEiO+(uwHubRGNVqEzvKak
zu$~;^0VMeQSm&ykBO56*yqqDB#)YDmC#cy|7C^ck)tN2f25>)x<Mb%^YUq&3(@v^7
z!vu7Kp>)sbXo(K<DpapsqkEy~Mfb&ELo-VHN5r7g;JMdDb9T)6e5URdTh$_3Q+PLu
z8Ac7U*jaE+9YF-7B3;wtn({cwUazZ`W(KM=r@A)AuhI@luF~Kag~BQs&1qn3nQ~2N
z6i2@W{z*+F+E%85bWPh6oS9)~hM%M}S%xH;zTv|=CP*yi^KS{Y16XR&S7dqi-*aLe
zdD-_!<&(zHPQEF4lh}vdp2M>p#53(q$U8xaaJLyTOBm6b@38&nRQMtp?i9SLtmhv?
z-Ny561Q@F`Hz}XUUxl9VCtGDarFj}7IL9b2qhgd?Q-YX9oz22(lK7mJ=&2*36_)^d
z*Q*lGX4NrvIihs{NV<-C9FoK_6wi=#{SnXheZ+W4k*H)&ao6}qf@*x~w6$XS3L5Vs
zeIveR46r(|A0$uf=zY_)XCr+5k%;L*gvCf)ZJEC5M289AzaJ%awU^fIH#G)}L#}Q5
z#Tu9W=Z7n<Hr;L$H#R=k*YXaA(tD{Bj6H0KoZ~dujc1{CH3d;MWfMoIBxNS}JEBbK
z&HCy_C~Yh^b55WZ_i%luP=dtcUdSE{rpt7x$HU(5lJMh1T*Rx#PH3t!#NuvBy{ggD
zDxKCujoNvtrvSTc*@UIXXW(Mh+Z7Bt&2+OXP~vU+#wk3BJf>OK)3w6-{B56|6R(#?
z8X(YYP=6Fn6i&nrv!-d>hXhgFjihtqCfzw~S`vO!vYSyO->}DJU4m%j9JF1{t(tJn
zd~Jqv62B-Q=1ffa*hHmJjZtZQCIj?w9c5C7DQ2&B>`P3YEMLOzC<QYDC-u5X4`&U0
zYV^j%niEO1+5<HY@$BM{3L$IAr0Ozcem1?C1E{oW1%SSre8hz$UU{!~wtl_GS;$B1
zPsZOGO`4qxD>JQ5^(41JZZo}x{Ehv#vDs#s>yY@ec=`DKc;7MZv9b8gcnkRmmL;wg
zt~sw!t6<_v^#HT2?z<_2p2N`T1{}@iWwo7{(G3fR^!@2f5x6BV@6Ml%d`g5C8G5P4
z{8EY>I&L|>1r;(GKYBX1j=TyAW2#tNjn!omw<&ANApl-f<4%&ovT9y2u3FAod2P6Q
zk{^!ZX;OuLhP0a`#yRmL1?k3L=Vf}e^1Y_IN=4n{TK$?8=S3$rsWijV<q7|2sp(IM
z7uypaDY_)~k65+noQ+!lREVbVDks?wty%z0Rkv;V0e=R12gTA}iboP{!30MW1o5V8
z=aUATm$tu}OxFVvcNxi1EWEfonnaW`9GMEA;?T4InAEmbDD^$tNp$*4P2TShaONOR
zgSME;60d5?QgYy^rc7@D>YBmdwHL7NP`5U%F=NP$Lo+wjs2&`Ss3gr$&?^%-dLf@y
z_{V8rEQM_X!Ee<ylK03A#40n)&Y4r61<BS@^!Q5ex{6-|<!6>7eti@S2X!*znyRF~
z=@FBuBHwgGqlac~?1pJ38GhIyq_7RTLCWgyW<7%(r#d&gpnMY!sO&n8rq{*H3Wu?9
zL9V1IF^;OJ`V^<6JCCw7d6V6vM=XO<z9k=za=gJ(=5)%Q?jo{DRR1uW*JH)$!?W!G
zyISTHU51T$wM|!T>J-*jNbkY73%h?qyYk{?040)EvE9S)%+gH)B8_hO8|zcFY!(ZN
z@0Js=amO^?AYmPIJ%2ByU14EW(a7aK--Pu>3{~t0$uPaj0w=o(%;a-6n*Y#UF|W`k
z`yddcZ_%8O<ntkSdt7e(bt#XB!rK^YkBPC{EOV1}RW+sYn1a;sj5(RfX7?&`(kuZl
zdcIt)Rq0lrN!-I0l8>;nB8z<PSaR0=sle?=JC;{SsJ8Czy}J7;CK<am*4U```>M;e
z=2)%gOF8Gd|K&~jJ<R$NP^i4Th{|_rq)*s97D&HvzfMvLkyzAEznFD@zg61=sk%;E
zcBk7wLdxBHV4an5dnX$^zAvAdq<J|ib?%H#+(Y%44BhL{R0WNghb=lraQUPrrIo6J
zLpzbGQG~1#Q~n{pQBC*-^RPw(>5qT%9Q$N}NO&q`kBc0Sk9n4v<b2f>*y{au+feV`
z+pW=naa7g7`nl!uAovTl9_oR7W>1eZ9dnl`5j-$y-X3JQ$qU)dv<w#tk7(!QsoJ74
z*aFlQm|lf9sTgk5GK5ISQM4>-k;y0@p#)KV2wH~Fx>#IH=ZfhF&VBOneR`wEu7m12
zeYE+T`zw&}`*q55D!@@w#<Xp;R8n^Du(v#~A7F5-=)4=4utG}h%pEry|B^|?bHFR%
z4|Y<^Lg9B9GSOa**+YoCnP)|pJTZO*=U+#j(*1q1FsfO`Hqd|1Im#%;m@O&Jbk85!
zP_&-VDXPG0Zq1iDKX<vuwqC7cA*z|OcE)kbl8$wmf`hV_Ian$sw+Zqc7FHy5$wwXg
zmO{rwVn|QNe1PXR;&({3-trAdO$?Z{lu<J)VAzGX*<I^VC8FSHZlJeQAzRLsfs;G$
zu)a!a#C2u-w)wszH8+%ldAHaWmafx_G=Gb+IWu!N7GTeO4MUMKpnKxKap(%>A1de(
zS_?QVL6ETFR>t<2_Xz12r<Fp1b1%15SIs;=mPJ&+<bfv0sQBoqnzREMWMzN<LWCsX
z3tn>{wy8$?5)5qjxD||CDKvKH7`^H$SV4VOspulMj|SBV$DImQvpsjGJ->kh;q{Mu
z`!o(dr<40VeJ78Psi|jcjr#r9Guy_&iUSvC#}q)CB{|YoWTraP#vr??Og6(#xL1ZR
zTAGeisIQ_Ei}vOLRw8aHQj9MF$De&T$fQMj;4XzK#fJK}nU9}E(};^NgV2Tc%LBoy
zkEm(I8UT1AySUzc%M{$h=Yi8CaA6>`_mHWbsHw%&GhnUapX|*o4IT2Xw6wI6`Om!D
zB<7?=mZCI7AV;2z2crIpJ#@>G9KuX)G9i}~+WZZ&qVS5IwczJOYuu|2V-2IdVqxin
z{VBYWf6}&Ah)|&Eqiy^xjIux6<hkp*W*p+bH78A@IVD~9)*1X2uCl<;Q{}f{7+ImC
z<@Q(cxfKMPDsOecs>NM!jk}-(W&XU4zSQ+=j6<x0EPVpVt>HlJ0w|CHFd!MK{&|){
zM<Um!E!G+<uxhczrp=TQ3ewYHhWC8-1`gVHz%TTCgI#lA1Ax?lVMO@=`Cvg6{Tx$r
z2<IiVmK5#>e#5K)%?1)^0FMNs2`Ud1Z($2^xW|M)^0$8VjpEj|m^iimi);us8UDkc
zc9}yJ=*+juw5!XNHmO7(R6EUrW;dsuu@>)6R;5StVOM6qmQm<0pt!fLAeQJgz<CD4
zH0$(&)g+X^->R*lv;!`XUh)NHirTj#R2TYVl!^h;dG^SqWKt`}MQ}V4DaSv_B?$U$
z?@Z7#7nYFMkRYMws56}dqcv>DWS-Sih-MXWSJoxy=M57V;a3B^GGpVuGW^r5@C&Z=
z!hq5i0DV>6alKhi*wi3DtLD?n(z-HqfNPg5QENkqb90Ys<ViozT5~H>D1KW?m0!7H
zuz%>hYQu`)#=xi*G{!62edGrHPkrAXspq_u%$Obau}0@0hjkgR6rxdoILCb8mD2@5
zH#6RSrYe9!ZizvOXp$&A<81DnlZbuo6MUTUz<)$$MFNv#dVn)z0PCqB^u3zvKkq8q
zmy!${`r+47hAf=SV40ww`Xfe9`#+hdkGv7R2uCWopqV}cxDb`!PLBN`Xul}XC_z#K
zz=5ZJNN-qoh<AGSAx;#<->h%<tS;f56JLh*ls_Q~(ak*xIY>AsnSSQ}g!m<V1D=J*
z1Z3UHloC2_`kn;q7W^>0>@G1}hmvbDb~`p2UU}1%uvQ(^%Uc()%<askSS|&BVJq2E
zqlmKSa$8NVC67fy=ST{mB)EU>-c>C?mE9LO<MD30N%AyHkCmVY+ZLbE`6}khmLK5m
z`tgn>2r&rxB>-4GRRIb7h<v2HBC1inN6nwg>Ad52ur@eMJBY?wRRtv(skrE59}OqY
z&)OM!y$4n}@?0wBA~;QUv{+efzv{pJg1H{gizbx6Gi<h6AB??$t;wgi8?*zrl4qYm
z_JvzIMR-r{Rv`ImM<5P$APQ$hzWw2rLHwdJ&rlazU_}ODjn&We+M)i)2G(;EYOd4U
zG6iWvYZB9Bvr8<n_yo=>*%IrypR5_Fu5aED6BdN4Nf)xqngNQZRihsz+$n4;k#v>e
zE+D&e)B=fJIgfaKWnS;hX_GiuU(*Lx-~t#$1q?YESkAOls`e9Zvs53lN4i6o8m}hR
z+zJ=@A+@_!1$0Z_3iE-SM!h9B`!0Z!TpL4n#L(~4N*~Zy#+MwI6aVV%@6u&@4b5xK
z(}eAAqI#|JVc2ShJe3eu3bzb2?#|T1BW{V2b6)Jy2$ff@#K%g1T&}Izl0(&>FBmy@
zJr$2l++&6U5&n?nj#qQSgx{gAzZmm}4_w4iE)(94rAc;O8RX*v`?GpNI!8#C9uI+C
zA;iw12Ti~hn0`pj6ZAqOb==m11j>g_IFc)kzxH@vN8N?^ZdYk8439hA4odWlLvCQN
zN;Dg}iZ*anK3{}#r<@giI!PLg>E*%Du0m*)>_W?@)t(F$o_p}qkz&*w4Es#ma?#CR
zRdc$R>Ft5mm~|SK{3i%iofnlWIwF7T)GwpGHBje89%yHhpP&9rhDE=2CzVVlGF&DR
z0KM}w0^5IFbxkfyYjdde?G`<F#aCymSHFU8Zn4hjiL+pJ0qF!+9noN(Lfu`UPu6Rv
zdlP)+KX}=nl~le$^`nGxGxUq~8z`a`Fue#J<Gh?AzP*t14R9^Ez%t<uStu?c-X5sp
z(+cVd`tyLymAj6#0e}zatkv4ky%loNDMqZSV|Ifc>^_>l_+M^G!Ax-;UUA0bViJcm
z2-W+GGQZd+$>s@w+V-#8!ycY^FH$iU?BQ*5=5KLFIl*~MFg|)<-l^%*`%B@RA#X!s
zzQhXy`_LYg3gZVi5GrN1O6gyHkB-DvrmTHO(Jy15#}YXh%09{pecc=>3fd3tJRkzn
z>a+Zt5<Kn_#`c`l1X>o{CP|uhz=GRwtx!KJF*vDr#5Wn{-LE<G-y^81^nl^Z??|dN
znh-39v2x1!z@`DG3krdGlp4bM;PM-8+@L)mPli`4iRD{ws)mtfdn}}`5`iHD^|(6Z
zo^?FuEc?{O3(u>SIYoNyKNI8j^|z((nGSt@nUO>cOOLRx@YavECG1h3LIvSW%@>&#
z@ju*lJvjm%Aur@J%1kXtT^VdUG;deV{yzb69`yr1H-GTe_;vsJ*}7QPxaUg~>JaH1
ztAB8VJW~S><#}5#_plE+{UpwpJ}oZ)p(W=wH$SaEU-|Xw=;aRTaDc!gEc$u|<(r+!
zEa1OkysF`#F1v-#b)MdA>#a`JMT!e?4&10Evh8Vy5NuxQ0b}!%8@52Vr2N%B1e^sf
zlP{r0%bQfip<~Bk+l7`Eor6+N>9NIZOqQB3n=?yWa4*RRP`15j1f-JI=Cx4z&93W-
zmZZ3reJ^c$?VR=yobsLK``q;2c4~O&5;H(rV(fRnY3cc0y39vnA9v)UB>7z7>s6C&
zf}s+eWK(_OB4z^W_iBJ5HP;O&Ai$2AVJOSTIl#!jWhP{RRaTyn8tX7sK2%;Q+zf7d
z1u_dN^}(@~=Jd(Q_FDHGqbXiJ9{ikE^9@qgZd1BEGrr#QGkNBQ^DIE-CPSQm1c2sd
zAqGANe10z*DR&SK@b-aB<GPYnEoGE^>L@ttc0Ljl?_uv`eKGEi;u4C#by_%p#Vq?l
zHkt1D85d)B!~KAFk!=5NQY^~?ZbPp?5)a*Fif?Ok23(?W+h>s;>USv`X%+&${xm@I
zUk%=?{Bgg1V+eG9k~)58dcxZ?5HZLbXN!NSy&OOYwBEA}9t(hk>_;*Ak_V8yaz*@T
zybGNsFicLkh%=59aEW|T^gO`a>siDDzJGb;^T=+7obi$$SIeePg)DNrF+az+&?^4+
z7MG#AwN#kdRTPMQb50y=y>uL9P4H5=$2b&L<cWP->jY<Or94t*JLA`I%B;x2HeWVI
zM+ag-VDQndQ&YmiLPex;G2F?x>z$LpKt}9mv+>Ay*J+!XO^lLEA;+x^iUry1TU}AV
z(-byTUtv>8K1HMP;$p&FGAh3C9h9XyF2;FtK~oN!21LG}Ky=YJAngAJ>JjfIZqsXh
z#Qs6<o7*8euc)4DSdyAM*W8Hx19dz6SCJW(3pf_oBv3kgU8fZ9><{=KRPRJwN^tA2
zu;(WI>1K%U?Zgp5mU*BGQ#>D>7mH9+0Sg@|{ttY^hzZ&|nXAMjj(=Hu9ENj1{qTB@
z8p;Ad=s$;2pVjjgAqiyflvi4NB=cbX$$)~9a*3zSv?KerrOEw#NBFN!L8yUw?${M0
z+HE5x6hY+|zc#seR!I23b_&d?W%FaNV?OH`K30zTI5NAT#df3PjRt2s(XeVZw59Aw
ztzm7XrRYrc;TB^x={5P-b`@J?NrXfg#+pz0n(hV(qKF_Qs{o)TlrwZ}ANWhnNUduN
zom${{xi+%4E!fc6#_~o0xeqrx2hY5dgo`{14pMHqX?x^0ZEudr?D=39S9(^Sp(r1U
zyh+Zu2T+));71?>&~e}-yH=mEe>$H~8&71`=w_PxN?qF~AlW(FKL|_`Z)Y#Jv{{Ta
zGEf*FYH^X=BF3dX#VfaS7P<Vq#$_X0i|5iXw%HinxRrL$_CCsJs?Qi|T(`DXbMgGb
zT}*GN4k?4K3eJXPqk_F`-MJNc25`|rUMsd)>t?;3-K=uiLL*m)zG{#0*x{^4M!%$X
z+T_G@4S#EfGtv&V2-5N=FEE-dejtA;ADFlU2Z?q>rFb!nbe?wra-+l$hn3@CE7E1?
zB77N+CI~g3yAaA!%DYucp(-Jg00mzVRm`fP%*alHXiOBQBDhRsspvcsTWOR@1i_SE
z5rWYQ2du${P^B-qv>$4|G(dK=)VJ)cIyT3^fKgYnB&?-7(H&ix1rr)#+Bfp)=_!)K
zSQMI=&$_vN-ICt&M#-kPRoqU<E&=-?JXTStLW1rE9cKh=gpc~wIRxVlzqQ1?@I-hf
z4Vz7QNq0$qNZRSrSY1g<(7BK3t%Z$)Mezc@ei$k>8PXKP5za7F1RaE^5KA!)NV4u}
zXam7Upc0HY5RUI-<Pt2I!f$Yg%&(a2Yf{fY9OkxJowgEAV?PZCsOwMomfzj$#F?m#
z;6_Pe$)bKv>}|R`eAdO#U9e4ReW&<;1~5`k(LnS8@wx`MBkaKGL|jWC@IPs62mL{I
ziXZp4Dj%7<0F1c<(-&J**>e`${051vc)r4tarB4G)X%@LQs*p7RZlr;AN5sF7}ZZ;
zmXu(muwzD4kFpw?0%$8XL*7Q35^WKZ_zP)T%GSb*{gUsYss1b^3csuhzoZJklnMcK
z3cE?=0bB}CIT02b8qB4xP*Mq!T4cw*OC!&(9eqKUe{~TqpGZf}N@XW;shUGe2@0Gu
zx}zR(zcW)wP+Eh-c<T_QTnC}Uh1zTPtmo-yJdvLiXgnhe$_td=rAj#HcH!{z#eT(U
z)QSR<j}k1&&cPCb+5-c`g8_f~t-xL*-wKL<oz5H*eIp_R@&FV5dM(Nu1~M<7QOCQH
zN(!1kw}ybjVFn34>vx9%@9~FQh+f<G_8@Lr5n0D-G~MwbmNWDN711klV@hLkwh1Hx
zi4(iM<)~S-bb}{q43Ob-lXMRz%b?6-uM09aXHI*sV=;4-dRe9f&*ReONFuJduHz%O
zWQKJkuUEnt_sNcbzev0k^toSoU9~A+3a3tfmqkBG>e{_u93sY@wEiOm<)c{s>pt-Y
zPb25vF$kZB@SOB-htPa85RKzX!_-f(1a}Vm-}>j*_k%Gy+i1GO3Z6Lc)!?o%xAz4Y
zON5(FBbWR3cLI|(!M(m|Nac<>La^rYhcrFA2UAA+=;djR`h9B{7%Egk@jEQOMB=%(
zX)5p1=UQe|jY|$W{-5-p;-B81*q_p$$e+YMb$pxrbNTy{9-g>X@#pbY@DU;|74RcM
zxLEg5N+=QF(#)(0gmP%gX?6+3q@kXdG=QSL^{83XW$EV)W^B27^5x6P;=f|cPM^am
z3ua==N)p=|mk?CnN+2y2O$_oAUEa2eMjJV3asf5|k&4<quZHP+E4>gn*p_ato+y<&
znK-?j=&MY2awdQix*QR60i0|U=>XT!2eso@BsnQ9*Heyi%L@m2_b18cjgPa<b-0B<
zOIcG6RSAvynQ!gy#3m7|I!Xd%ZBRA<!oq199-0C)k6&Mp5p(Pj4IQM&$Zj%ZOp-5>
z_=A;f`0_ZT?b28D!@sXD(fRHcWl*Ef9-5FgQs;L@Q0HYR;ml+aU*-&j2_&O6gecRS
z%84?Ri}Z=Dr6^f;1yDF_aN)0TNGw`5L`KV0X^&gH_EkyQ@*qrS+z|G0r?Y-7hLy~=
z*~{1MOP@G`M4PVx1W12F6h`(@21ra_xHc#!LWT`PbYw`Ppkm-CC!L32TDzu1b181R
zn5wGEmDtcaY1wgPigRH=O@dl>Vw?L$RmEjnRd$!wHtTRz>e#HsgJ#QDR?FOL?&J0?
z?yk#I-k1mfm!$bfGOXx7KP+kx)0*G81+`BB$is>F?oA#My)wmaDgfAgKIe;WJ2z94
zTz$cse+J_d)W%|8ZFA0ieBH2~iUwojHYz~D)s;VJTWSrjY!CDTmaSdZ^+E676rQid
zH~=YDJ|1pW41dY(si>}NpTgHR)3+x63_FH52#@HBshCFCRV=cO$)C2Crl|;BVx?8q
zv~a_6`-F^JN@_R};hI~dMSTPgP?}OQS;$}5O(f`OD^;@)3Q)}%2PLG{89*nb9hV=R
z3_dn{)w%#t1K)=8-RF-9G0Un%*Gl3Bp!mKG8#f98-*=$h8S3Wg<Aj#7*~XF%Uh3!|
z_k}W~?rnxB$!;O_3tVV>+D~#^mwfmQ^`Z1N_sQ^+<0lL{zoa^CNZPTz;6%hx#9G8<
z#L^ns+ILQV&SLkoFFHk%^ForK%3j8TghlkgkD8bgDk6etDqF<qTxtW01E99)!)Ld`
zkN%MV!59$#1HKLPg%c<M@`WN82oLlFG?4Qr#WbvKp)IkCLXuUyw)CvR>a=v|utpO2
zdaY5Eqm6z+aS8buEZ4d)<D1^e5Q}vObNkO1(m?qi1E4JsLraQl*#O=?)Yb*eXf3A9
zggvvw!b~?r9i!k0cZAUzb<sdjPR~E0wQu(w5}fD~4QP9agoLU3aY_9nP=2J48dM1U
zQrTuFYNKHFCuGw7LGFs{nMIW8=Af`*B9vEL%)yH!A%&wqeg4BF-v_vl55kz;q2RtL
z5}r;@OmrX=jJ_<}VI)M>xrKLf7w9eh!qyke#-LIcD`?nJVWtl(v8-6MEMUIS3muSA
zjto1&0CoEnj$4}pbKkf}{-X#k4v30rqeLuIb3w<7LM}c(pLmP;c1eZ~xZhvndzdf&
zrI=F5xGo1}2O>D+e_>)rwT>kD2pufr&ti>Rd+0X(6C3AZzKvsk_<A5dDXv4UvP5|k
zQ)G;<cUh28V7T?pF<$>Tu<hB|Qj*Q;Y2}ClCg=RLP6oOcc`Qfv3E3CW6E-iMt5Ttf
z<QQ$3lhL;9tc)(DWk7=YeFzO926)bm6IS}o<wWiBTtID2*U<@eTCMLz+E8fAlVGuw
zu%P!49fEI{0GvGJc&DQ?CS-^4mse`%ZZ}=;))Q_KPie5(#mTNj^?^g^*yysyG)Q`f
z%V8tyMo!2Q_0R)Ovy8YQO8Poj^z>x|46Ny>>VU0B^_pgr+1X7hpX86&xf(R}qg@qs
zQ!DEnon`g4m(lliRF2Iy7|4fDE`l%RN2*x}(viQ6wxiO(5?3qVTMU!97hOdDflwVY
z@G<MtI@Gje<^@^Jn6zBft<ojMT9sULSJaOuMS?<d`1)31T53qsN6cpU%*^jznlwRL
zb&%%y$`<%9I)BnOsUH=ep#`JO*1a_6fR)WI9_All1<#Bs15g1Y2o?}ZIQBzpp>PPk
z!np@COij{a@zfH>&gnjUH^MOPRrsecOTY+g(*wFfseL@JfFuHaPy6c_n^ioR?v*N2
zuu0#D1+B93vC9OGKDISS*XxavXZVyEd)GA>TzHTrpZYkj$43<m2RrZXatmXX5t#M_
zwp4~WcMko|<+JQt8$X}Z;hB}kUOtS17tbLN@=LvAxQyMX4nkn!m;lqhFilF4<q9BQ
z3!$Vr5>$+Tw&{`-3)M}o-g1Gp3^%L)%;uL3x+TV-b2)`?+@RBP6#GbNHuZ+Pq4AQs
z2JHr4wqA<eEi|43T^c@AdR4Qn(wf<31(oVpQ>e|?N%e<tY@E^9*g9JZhwWWbp&M!1
zGwB*v#zBac*0DtMg5IPTFY8r9<yt7E;2x3d{I&lckeZQtG?*ZV(O%6J<<<Wq5L`r4
zx;2=3K9z8GZpo7Jjm)rlpj&fp*bd?2s3!k-gm|E`OttHwKijN2Uxl@ix16=6w<=>@
z$`-KfTZv@LUY^&%&1OwBY+;{iVJkD=7;nzWae#IM>$g2JS3b%LYZ9yifnYjUm?^b#
zpOuDnB&EU2CRHW?rFoT+++vs9)I-GT_Am-bHlr$n*1e{iGm-*DZF+TS&jl5ES5|Ho
zR+HyOg`UwbL`R7tOxqGJH3I%cr@Zf!!$I*|$hZ`_hHie}YQ`CDzx^~^RoLl$dsRLR
zvimF$@T2D9&DN}=)_%L`>s{E8Q#!2I-%|P>oVVN}DEFBb{vGTt*~TG(>pF}mnS0_(
zTVr`j2-#*(`)y(K^*v>Au>D@*>F2j%m}g3^TFTL|!>Xdi$zIjP+Qh-WJo|1;X<53o
zLRl%J+4a_^n8nuWTcS}CaZ6GEBQ4FJ`X&E>5hWO%-0_YrV-aK`8VTTPRHgP#$Dgp}
zm!P(Xrq)G~V8?vNk!l?2CQ3T`)!Nm6J?XG(qprn3ty{A>rm4m~QGw~FU}t5hDSKhs
zm2g&_$dR9#ovIjGEMb=R6(<$3XuzEXZ9EfBcfyNVM-qEPFK(b?yOr@l?9n)pq^Ma`
zwk+bsrKXq-64jMg`t%35J+NKnZhv~G2z7h^3io@>#H)BdnOu#;_>KJQr_1%fZO;&&
z>xX7v`xjom#9ng*6Ae0oRgH<AIyC^vwS^>V%qTd=t(pIK9m#B}^OqgCeS%LBuPF@|
z*}G@Q){z%=f<=!)Unlctb*DKFT+WoBxtFu)FfHs<K<mvC=rv0uV5IlfFBub$1U<KS
zWdX$SANUhmfbRO&V$-c>y@i|=#n39dtj%qxz>+`iETu(N6Lq?pbv13iv%^{|kx0@Q
z7FPjrVTBqX?MzyDx$8nPrH-mat(}dvH2!$>B3#{1!S8KXR>Q|uM+1-lbStC&wzYou
z#m)GW``!&do<It>d}8Z})Jo=&@*Kp@Z+aMRDLHOoS}&{6CJnTeCT)eR&<)PoirEm&
zCg!8KHU|<-I>_ylB&|>wrBHlNDh!E|q$HJ|{&a^FM1ub{<FMMM;PJa}jEZl~$@4q(
zbY`&x59Lz9M?S4@+o|la_s%D7vTQb<ysM6)lU~e+1dXU*Qy3zaTrsJtBo2vt9(z+m
zd^SMCsgrKKI|0OS&~+>ecB?W|a@)#I%^R7onXldFEI&jif4AB}YNM&6qoYBxCBVpt
zNso}$nPEw?zb=*Ayi*nwd0yQ+^jJBrGEMn#Ho6BHI4R&syPs#d!mm%5^ID<X?467L
zjblSa9S3?Cdu=qE?b__0<!2Dw^TbWPhs5{KY<ku5IF@v3g};TYX@14IYVTjOsH&=D
z+bNXF8x7xu3W2rO821{zrTS!ts+hjkvYt8)T)2uE{_5)CE9?5ZRaK7_@oaAWcvbd~
z+{WRekFMxp^9(X|YK{%j2r2rco>{{lQf<B(w|40Gd7iTZ5FlA&2iy^=k-|GyT*}zN
z(J&%L(gv-?b<#^aU|cnz*dyx1c`YEsN=bWSGzGgZVo1U%!4nG8<Y8*NQtG<F8X#<Q
zO`&ENh7>Xbj*>#q!6QX4946@CGb^V{WD{o?tmF`AEW`o^O=zrxDH-LC2F-C=CCOHB
zoZuC2n|Z7jVvhw_fgMPU=mVs;xtTixF)Npa(pn3Rd)VARx4;~0!8C0}b~icn(H<7Z
zo6I930}Cyt4M8;Qw9u~2N3fg{xv4A&)s2XWAEcxc`6vSOA;RWE#^NzzU^*ze)=<I+
zxxGYxWz4<Sp$BB(8f^&2TyhIHa9d}#D_?>d53;hG8spqiZufF7ZB}~$9F9VtZaRCA
z8_`?Ca5{~_nMk`Vl}6#2h`^^*(1b8skj;*`^8Ypy$-q;4V8tzGXd_8XS?R}4Cn~CY
z^K6IEhiUnRZ%j5)`o)+J5Ick#qV|*nwSoqD?d|uRY(xkUDBfLo4-ledSjUmxmsZqs
z6n_O)gE&_Xx8VF@M;c#rFPwl{5qDG!Sx$f+{R59=AlU@vBAp3E{n_uOgD4&U@Ssu)
znN?y`Qd!3vS7N=9Jn`p6h+y1YQ1=wtS$47cMQX`wAkmE$rWd=Ad_{VF3n(y`Pc#dz
z9{K>(%n>yOA!QA=tP~#-d&e2&uZ@|#9u)`KcVGrNV;wnh@}cL#&KuNn*k6N)7-2^T
zP^0pjxZ%D{Z88=}!4oIGZHB&@aFcacK}3#=nh=eVN(qg*T3d!S4j76weKeKB8YJAO
zBH<QS{1FX%zvqp}(_~21AgR9_h6TZMM%EEbNwD~1Y?eQ|ySxGUEmq=}?pk<~8R6nF
zI_*cPYLB|TVT!9ZK5Z5XS3Ey62CuuA-;*<~a-9JD09qvLDr^0v2L34dosiy~P4WOG
z-q+QGv=V}!E1~<Huo51Rf-t$)`2JMLx*cU+A;vBR$gyNRmmrh1AU>_RREt>=5QLY)
zjDOXCvNo^oxYopH2~|kLRJ`p7-ME0>b_IjyfH1Ov?o4dMlS4g0v33ZFp=F04j$Y(#
zS#rp1?Ib0K7CTtU7Lu>>#fdaEceW(GL&6%^YfEgFA(ue;vwl(ik)vp7D)nmHxpnE=
zS=Q!*v0LEgR{{v!!LHBCV<@{P&5l&-H{^dWY9%7v>mNwe#QHXR&t4r=X?_A%BG^ph
zEXJ|F9T5XU9wFuI70xe8AyR}^z$b2<)ts#AQhXvz8k<6P?AP{pZr+=W65JB5L+|t+
zJ!&k%noo45>0Z0@5w-|CPf{bEMB102{92|{In6SzUc5MW=sZCUlz(!4*Z9gD@v(^7
zHPFpgL?<GR__F6++_Q)Kg{B|Zh}z=s66aK&HCq^Wn6Rva5GIyTrF!nh$s$Dq@bQUG
z>0c6hU-&;0{nq3+9}|b%o$EmL3k}Ugi<%}=gHgS}`AK<MgktghEFs}am|XE@io4Hl
z#{-WBSbe_(zI7!T++58;iqgbLR=$kMGwk)I^$eB9FxvF-4)@*s(<KN~HqohQadQ0!
zgwp@&`1cs_6Q|6zXDvn0PXFYb<ZJ*rdV~|Uxk8o(!~LNp6RGoE|BP%UqSutrjptr^
zJ;&XGN=xa^&w{OfxVmruO+4d%ZUB4fzXNbHm_{e4uEA66VDUXKZ?ziynEM*;`DDbr
zYG_%PWFsS|3rOA7gz&8f-rsMDHAbxx`)k`;AFg7rLT#Hp(IQk=sjKaqvUBC+%J4Hf
z6GCmi?LYK3E*04nov+odZ9jBh+!_Z^eKu3OV^=-gwaTQWp(jd&$+V*|CY2{=P>mi0
z*YW1|Tn#08E@njFWzd#YO=59E;s#0t3=WD117WW+5lZTFGYB&wj7|8ul17h~s3@V5
zJ!X7%7&X1{ejwsFA<L5mWQ$4_`_O4Les|%mAA8F=-uQth#?SVc+nQ2pqPLKuXYFot
z7i6_330B!CQlq~{#39e5gH44L6=IiaiL*rvi4)U1ac>}eBUc6siwUqkFtINnfRGoI
zv8O*hoHux<_PEAhgL5HUt8|?p=IU~5{xeG<wi44I;JZb6NVDMuBp!q3FyOxZs9Z07
zO6Y&N-<J#-L_?U>Kik;1eyp1u?+6~v%+d6wTuL;LL7dkONfg{}|BOy-(A4J=eD7yN
z8^i@!nT4e=JpHHY)!N?U40z{x7=5Le9K#x(v4vJ4W%t@U7R`c@HEjlw!^kx0gefFI
zF_d|Sgtbv+1JUJJX|f@!r5oc|I5}qx3oYZ(;0O(a%dk9w8w3MW)`kVsIT~t$io}xg
zgYrTdz~5-mJ@t$CNZsOvRq^=;@_&`}euR{AEpP)0{5%{SI(6)C;X4d)x16u?JP32~
zBY?6Rl4Hq9ej?easX&LtQCpzJk%pa#FjZOSTbvd*Hkzg5xU-}cMGrC?QS27E^IGy&
z*5q{#6j8WMev7kKAfMKIW0+i;Kl?m<Tpo8GeGBFu{R)*C7+_cl>&a;W#)@8hdglqt
ziZ)^SMbNZ_TRSP{j6!K<BWJuVUN&X5gWBfHFlF@>fpT%W=rLeXE8+H~t#HiW>H^-#
zkq5v}lV|hO^_kndc-b=%=c^V0usMe<r~61JN3y-6_2K{@2n{*Yais$8nc!M-3mbWk
zRlBnne4_;KcTAL&g7Ue~l_|P)pN{w|{*#7J#}}%Pw!}MyH@aa2^a<-`3v;emtTnGn
zbn0q_(e$Yg({_rS2l@0Ng#h-0$B7pw(x{XTwOFbxvS~dnaSe8O1!M%;Zq!qh?D&0w
z3KM~fA8>)gG2r*zieXaI#8v_&umWl_QgP?wxS<@zzY?}h@JtNLRtpP%`Q9ysm%-uy
ztCUL?wA6cyx}rWQpmEe~LO4q&mqGYtV-|u3mW4vIylUM-Y^@DEw!0JS6W349ZfurK
zo>>-d0(PF$CVz*kxvUEDXe`<RfsS7TA3LY+Zmu_!58WXnQyN$J{0sfx)D61NoeO(W
zAtrPs_j|>yFwHQeou(Z=y9JY{kFjDZr{L2gj8#igCrJ_3p6v}3wS2u29VN0<;2>e&
zEh*R2+<S&Jv5&C0&)p}TumFt&b@X+n3m8E{Lm?M;*I_BnncP@S(Sf}x?ReFk3AsV*
zOr;^XeNj*1>2SS?jzbdTj4OVh;kpfoYbYKEkFdTrN`wVR`7++<cxX^=@zxuEoN%PR
z_+zn@e<p@ch{OWW&1nBlW@abMVb#T8DT4{1h`g|)a^t(dS_DZ<H+|zs=VCb?(j*oN
zi%3A2m#BWxR@oAa=^BqS#Q!B`-BTVw26)%JPFJRX{kwhLwZ7<D?!Vu_F?@HJnx@-q
z`nzDUO2FMA(2&1b99ixEb19NTPM^!;T;~qjQ*t+b6`oc8xx((Nt>*ht`-tGH3AXH#
z;tE+kAX;ZYbhR}cx&27W!Ol^HzBg(H8Xq1;T^tQ(Ec^xMJM0Twz=%Q|jw&lCs#Xd+
zR$THGbWtV?{ufq8OkNND@Fo}tV@OXhE8$;)I0`vq=kylmBUjP1MO9V<a&=SnI_OlR
zMwZWTZgh9)gyz_D%Zd<8=_i;}z(z*jZ%C?VSVm_CT(53@kQ@{Sk15V55+3J<29_Nz
z!55y3Pn$7C57*`{_PaV@N(};E*Tlgy8e0}pcrnbIC)V2~=}(k!Ik!Ftp{PsA{$9ML
zh5i;Q$Jn-$LIN@ZZhXEQeCHe`$w|!3RM2ZM$D)0veT){b6iCQ;N0?#ynIlbcavyH|
zK=nb;Q!}X_6IH~qDHktKJ$@fvO&oiQ`Pw8aSayg`@n<1TM|lGc_W-=36Tkgc<I5U2
zGkDXEaROF=C7(G@{&UO#&p(f1ldB4+$tQ+K)eluiYokbvFhee?5DIi>1)QjLJk#f#
zqxs&BpqzR-_l0gz!8(`<-|Of-ePMJN(y~!ZwiQH~VRB>J=>RkW#hM_-6+!LcB5rUz
zz&<rrL_qmK@%p0`9`!3lc?!H93a_OKMzpVykdu5qTMU~yHS?(i&#Vtl5hKZ#WVG!X
z(xawr5?3}J!+7?tWOVIgin4;0-em%|t#)e-SRelS8?A)%3zT&M)nBSwo5^;Z7P4i!
z{rQP59Senkj_a?mri*@9gWa||5cDgxSKA%j1UgE+?vJw<JH8;Z>Gz%CuASFiyK4Rg
zXUF4{m7raB+pXupyMp#>gVt8RxvFHkk>&zAJZsNm&(jZ!$?PPdIU};3xNOHn!p!Bf
zzCFAf_nkb#?y&2<7aX22_ecH4p`Dvcjy`JzlvofV^Ts3??&HFg5-w;NPkUT;B#H`*
zkm|-}qAb-S&Gn)}7jiCb??o<CKvE1m1X3P$(3WARtZnj)MM)czCzKVcvdBH6nh0Ex
zs3q}mxS&a9tbxkXj)KXe?qlD+#SI1AjBN5p8WpG1QYLlYXICrW5$)v&r}iYU)D+??
zNLR_8R6mBD9n0yI<#_MPbVMh=kT;%`PRU!raadZ$E++ZNAeET~b`h!tl#Hdc#7bvw
z_*O*V8o#5}Yj=j_+TrW_WWq)kpuXH#eA1dt_AItLrJlK+_&b&H<Nm(=(;P7u;N{VF
zm}Y(=JvSLwa3h!dX7br3JUtlJDTP^zkthML%qFX6QdptiSm`>SHn6Wi)`Jyfuf$SG
zoeFDC&YU$}U1+%b29ik1SLSwGn~<ug@dqX)c@fntz!t%IA(>3f6AhiAa#7t|C?IAv
zwwJoIdXanSviZ~~7XHxd%QWR8DeZElY%wPt;Q_PxtkFU`*b88_GMmOEu2I#=RkakF
zE<KKhSp*<S(>c=RqE~qrNucTPR8iQ9#==FI4^E!M;x%hztvr=dKx^?o9AH(ig3-s3
zC3x2Jg}wpo8`xT-dG3_1F{7t4Fw|OO7Y<oJTwR1fgn5BfUl%75rAlDXZmaFG#{P;2
z^*6P;Vjw3{=naAU$AU|As@d{QHLO~)`3Ef$vV$>WXkcU<Rv=MKTlbKSkC_HL4jb-q
zh9~{u2agPdhAIRly#or<4zkdama26ciqXcWc3piD!`oo?lcB!UhM_j6p5K{KrHv%4
zdd?W6|9Bv|F795Dt^WrCnEg(nKhc)Nry?#eK#om^9J0JVi;}D<<y6MfLaR)0h58;$
z^cwe@Bms>zXUdb-N=<RmYAD@Yg2j~~%P(SvLv`N-lIUKLv69jAoM-A1e|}p|ggS*q
zraX%H-3N=o=<x%x@>%H}9LKcn$5r$TOA;=-;}a(xft(j3c~H=IL`OBu+8&w|PS~hQ
z(`ZcZWuTt7SQc_lbV)^`i(5%$o1dD!9%s+yi=LqJj=BqIss`(bx{U67b^n|8wZK2I
z;^5Kx;Yl`?-e6iEYPY|a78_^B$c~8h=oBOv9brnz3?EcVYF{43w3G_UO)4n0xW82D
zv@~4Tn9Is)W?7b41h*s)zGyCdb|=HQl*Nq&*}B+HGdX`QeY@l3A+UJG_qyZ4ISLkY
z1x9a)7zy-FO@b!Qm>ncKwY;->dqYHMU>oXwp7r_fQwU6Ddw~#+uf^6+B(1&a{iso(
z)=sX@m&mF&#=L^p&DFvDbF2K7F6x5-t@PsWbrwhaGw-5%;qCaHD|4|iX|n2lFZ=3X
zsG9%~)g9rN>bmEDGQ1<HY|03|W`)+3Yh_d&7la8~AH<N1(cN!f=F=6gm9Wl#QO2j2
zKax*Yjn{(VNvLF<=Stv-Y3B$B<ju1Nc0*d(4mY7HEgv*Xwp>XH>`FAF=1y)V%5hI9
z^B0vQALjHWh<r`d9fhim?2mHn9eo;c|D4L>7{-rb+nVv5a!lH~tc;qi`@dv3S3Nhk
zuI`4vO-Y|=5eW~_3irAmet4VgYvCLEG*X_vN(Bd(4-5PjT|6)hiJ<;tNnx#Xp~5kM
zGN~#Dq<??8cLAcay5Mn3ETqk({TVno<#!srEWH`6FIl(6N5sC~kU7{bsk2$_g)cyQ
zuKqSMHZC-O3sNj43H>+?pL9U*`_~!3f<vEXd<yOU&{o*F0QrTw0}a&-0$IACkn*#G
z<I=~!K~dhx!+$Pk9srj)JB!&ATm5NUrE>++OLYngMr8RT-Rpi$U!M4y&Yb?{q^bH3
zUeK{!u3A!AhW1H7!pzKnx=KP1?`%f!qF)4noIq4LEkR;a8J5mhC@Ma1nWBiR6R0bq
zBk9w>dHw9=P`Qj5Kv$w%-HkvLNanc=$DfWWoZr^$6MypK{AF#wcM;+EXg~yFKp<H&
z4(5DnfAT@U9o*mjXt8#GvLArJaMkeT>bmnKcl&KSHCcAN=Ho0RQD!sy<!F32mfyvG
zAxiJ!lyd}i8&q53Ah`Rl-nmgn!<i=lVWMVwdpgb+9$`Be+!K3{!x<$7rSn@tJH?G=
zjGe#t9&9Z`Yh$aYveab{VeXaH{YAFM+sw}zNr)3%@D=@>64;SsY*W%C5&aB3=?plu
z93%q=xlP|YxC`{kl*trLF$1+52#R<F8#D)|gJVc2l907w{10*5MIqnk!n&mB2t<B%
zmlufm1H=xK>jf%#wYFH<zu~5l4nfwg?jCO%onS7OvB%({zpv)~egOaijcv^qin4db
zv=a%M2O|YSf|Ft2wYo5g+H4j5VX{W!wnW~Zd^-yr$DFluy;=I9^F@3ol5U{aD4lyk
zKGTg6_<f?OhK?n_M83$^9E9kUD^mZ298>|*xjlid*~kEsxkH9^o40JwoZc{pZu=M`
zlI}nW`@ymQ{5+#qLX9m0-myfv>X`||+%aU!cv!I`j^Wcp1uekJ$mYl?!fGa0LC;g4
zmZTMvbnT7@P7H9;;;ci(VwBOcV-NXfiP&_9Gcum+Gq03lJX?IGSq?cu+f|gw8(lf|
zq<~`f5q6rSw;}4`TxyP&OYK~)S|!3iERV9zv&3jRX|q|RuaZW>TDs{(ee}l@`r!3<
z7k(eF96J;IVR`tbS32lh^w^tCce8ef6UhC40YpH%zb%xZEx%C*a3P{zpZV7+-<*eX
z>9kXx3qLJ`=j(fy&RkzyAKY~12K?aT&T@Bz@%vdvbT7T?&PzKN>->JY${St{i;*<*
zcU5!v0HCiBr6qz8s6#uH=nAkx90ohZVR=7ysC<MQDZkErQGPX2R0p0Y-!31h*)JcJ
zekq^l&X=DL7SM?-x;n;gn4M5jA^2jdSN>tO$7IDDCdMhoYLv1dF}y1_Pnzc+<}SdG
zrBCF`eukEyzqkfdRz1&^iZ;m>v_`9Hnx*#GGT7r>QN9nEF~Es5Tp_JVY)%X&UQHOd
zC|A=3$Sma~G3boYdPIqKu~XhD9gr@_j3=Qax)STqI%<t>jeZTYCc0I>h1<e!76+s)
z<xd2Eq<@xwR@^NQCeB1YiF_%2BRQ8FST}F<`mmd~dCO!8P;?l?LvD%kRn&!Ls>&CP
z$Bnj%pxtgmRY4Ug&j(;Yg?%Efxs>V##~PC{bvxG7qIsp1#22m>V1XDFkdUTB?z(Wb
zdIC4cEeg??WcIvDU!*Bo4HgueV}OPp8WQ1pPVtBJB_${wE@D~L78euiBUolJO0yny
z%f4Kn_$@pKykISK5SB>>Nhs9NF-5R5Ls(63rm1HVR8zCA^O~DlPTFyUiqQTk4PgCw
zf=-r39q#f4bDk-LLfT+SMq*__hX@&tck)QD4@g8f$bq0EAj1e#EyFS~AX70|EmP%u
zg$$#*DjE1)J{gELR9uD-kO9zeA9)W|YC4Pb{r>)b(4V;{zyP82FfX<AW!|`4LmIhR
zWtnAhFQFT1+;7u5yv9cub6$68OrN1fpKDn=_}S%|K{@TWyUIIc)P7{$zL&p0^Q3=u
z{hqyxPQJ6gYalazqWk3Txjj7kjhI^X%)^su|Ln4U>d~jXVZTF~c>KFRXBnpPhaHc<
zX1nt}{_wWWJrB}4K!|7ix1Z}+(yJwil$247zzB*^5%)fJzj&BEY&p(OSPBgy`S)-K
z^`v#1?Kx_f?GUw(8=>B%j75}*My^(BIi-sjuvsD;1M0>R58*q6Z7ewMIiL#)6wIQ}
z#?7I(FvM9ZIljC2m10z!r6NkC)QCm^gs=vW{MroN=0-Cza|!{VvBBejti$a<4h<fT
zHvjr{8kZ0C_ID6E(ff6Oh7gL3$_g{nz0+43r*2G>mP0rOKCPwKW99WljGqe>25f#k
zZ=3~+ti%|cx>>NmUOWqcdzs6tuKr9fEcp-JWdqy9dB*X3-*fD<ojB*S6Z?F&&v)mu
zoj7(b^#|Pu$z>2ii`Haq$ka|5Fh1H2DjYrnw5k%Mt|_P$kv1mS)QoLK>b6v6<6|zY
z5H@L2*RnCe+I^Er48ck^wz5(ceA)B9NeFbRqPu%_AC~g}z0d#uJQ@|9#57^BAYiv?
zu_VdkIB5(Cxdpc0%5vM~?~eTO*}<v(&;4qryxzKg(t7=kJ;zb|n_u7CC`kU0yJ~}#
z`_1v))`g2@>p!CdulkR@`tga|Z=>Fm%j$iSLHa-qQgSD_Q$5U^tof*0az~!$_wm2u
zs|NW&{|LX|ccAVq>8;2Go(p;fe<aE}>d;8&g(yyOc3Fb{!68dEiWX2rIpy)xU@=u+
z&v4<^ZUM~<xrSg0RYH0Cug8go!UGzq#kTf>siByLO4>nfQe!nGK&vr8t1&?34nWsY
z%|kWX=}mix+_aCWt7jRITCC7B57S2aLkeZS<UTW3V&PD<wvN~RiD+%O4~6RB6!FS^
zNb-q&bMo)nMLMO;{R6ps3nK<y5$~`oNl={uuY|hLa((goFsXnP3`2{~jGwW#{b{K0
z3cAnw_4UWL=nIrB?8c#3lfK6~b>8~>sS95TqopW-M6@JA_Ie}a!BJ2=hl*yqS$I6W
zJ^XFs2f=aUq%m3G`oxmG<QU?HoWu5E$6ju)(;1hgh@$GUlvXs(B!X~?$0Iu>&OxM9
z$Q_4*v22$dVP3*WgZ?9uV-BUWOoq?kOc|etsAx*VhB_3Hu7tx8&N<F;_VISdkOMOg
z-qGz~;kPcEJ@mH*v*S%^InxZEZVZjbprg46-S#6rg;L>Qfh{mRMa5GpJVnK;dYqz)
z)0=UMDn6E<d;^UzB+LmW$_i?xf9gj6r3&Ecp8`$<*fmIWxL7pW!75=?M5O<oy2kMT
zO{3W>!3h=ylb1p&Am`N*NhlP>>j&E+bprR;8DpCVNNNdIXdE?eP3G;o?(ql@udv?b
zQ}<uq@`TaWk=l0aeZxq{0-<=XVXLc6*5&R?t*gS7D_VA|m0A<lQdY-f$v~{R?OAJF
z5Afz1c3@XDrCaZ9=&7qEL=_+^1JMj>{Bf$ejH2cOeQnWcbGi;Uv-{I0(!WgqfjytT
zYP;&XWxM5ama0njAz(aQHEiDtj5&wP*@zuVb#)mf%o<K|L}V$TsCIx#?le?Mb`Q<Y
zs4OKEE!~uIan-ge45&f=K!(v0Oo~t86d|oAlL=fO;F9UoIMaZb2BX1jC^gs`M(uXl
zfw~>&v;#RvYnEj^l%$73^H7o=H5#ELBlKp3l8lUH|F7t7K+Uy6mo`wj1PFoNKl|^%
z^O6yY#2l31486+S6%c~ML3$!DK?V@BSkt`z03=f`S9ez~&GCch==(QUbl2!QN_H-}
zS>uW|87-9)MsFfm<C0-hu>Y>nLY?cr3eetPzR4<dKd4)Mk1L`O)b*Cw)9l8Xwe{}G
zM^l8?GDw>rLfYg}zuD`uEzM#v8A@S3$cs2uG>fZ>JGfG?B<^S&4UUS3gNH?Trg_jk
z;%0-zY^bMLD!yoY%{E!IRkP2#CyMMc4!8tAPz6Fw%hUWhLh}b5fevuFxwz$9O@Uxg
zwWpd`PfB&7v>dG_%15clQ9BVis(QUW!l;02g>C^8?;H}Q1)E?aGz2ivOGl}JmhnfX
z+tu2WK(z@ufuRw)Zt~=35<GdHc%ZO$&nzo2M5wdoG(|<J0jsI@DME>#OR8Cy%*WCW
zp3_swhGb)swO2zUQmc3uqL|Ek9cfpFsnOuX$2<!eXVRWQZrzh%?ioTGXCf?3Ym~Ge
zB*=hbjI`J@N#-T(L_w(o8@1PYp%0<428B!KO!|uLDq!#3dCIDc41Dv0;pH!O$Q=*k
z8u6isf6L@<Yx_F~`quws-`fxF+;qRsC$SK5y$8Rr?d)s+`nff+FQKCs*0(E(L|%W&
zTHW^9+i%`H^2#rs{9>@7PRjv#l6EgcrFNq2GZW!YyG$Y)qnD>YJVuD<`SSE_Qy|Mc
z-TQfpDDQ(8Odq-JLn>vb(t1(L(^pJdFe-gf4R!D^Nk-skf}<IZEK?0<Cmii?w8D((
zUc|)X*+n=Tc44NynNF5xVW7Nrjh;|5iKL0MX>$EbdZNWhOXfhS>tNTpuE{Q&uWKx9
z7JFccVaK@@Rh6Z%qUL2OtEio_)TXFdmRySFlO;*fAUHCLR*<DdiUta3@wn8sXp!6P
z!r4qF9F{o2r(#n@7gZEf4Yi~mRL`lCs$DJPm>J@`R&`Buv9T`H)v2q6p8Tpj&W|l!
z{pVo%^Zbp?U<R%Hz-DR&mDc$w4gO}VV6H2L(W^g=$iOvU+jJYiKKNwuE1zx$v!9?t
zco2LbZ5Vh7HE%G2Cc~)w%y=XrR`$?GEtQkA76DIiCx{4*+<WM`CuWQxz;~>@y>H$n
z(971EyF6pVU9S<($U(ET19pzgoG~{kG=&wqbrdsI5S7*5wM9;ru%ZTKNl;W#mXM-3
zWyz~(f)|XM3yPTR8j&NrM6{7lMb%m2hPg?Oo#v3i^>C{=b|p8#o#R-}MqcCS4&=(y
z9~~v%!oo5mv;kNhD=EXuq{13XkFrW(CzNvvCQu#%64a)l=m$2>dNnoZ84BdAe~PYi
zB=C+;NC%=)N%edDl&o)mgRW^`GyON#3kqq>RdZpdfL8ie`tjO8De$%GAJtCiRYDLM
zx~bz3HzQPpN>m>V^YtP|*zlWv+~Y_7GV3}frfQs#aC!P;`hUaX#!;dNS(pmZB&<4}
z24`}6x$khVb5*Cgi`+D*hG%8^hv}y>)l>aK`bFsaC*yh<w;WL>zegsyOZ~Jd=^udZ
zaaN<Lss4fXRyv;D=^goy<f;x;hZiEZOLB_~8OX6#>T{c6oEq@WD+gw#QZJixvN?6%
zp#laMzq0kq8%3olmP-cWQZv=FDoI7GJbB>MOZ}}aqTKkU;^%tVu{)Zo;8(u~O&8<C
zX89S<DG%Prpdn@(e#SFs>?}N8JncGB!#%|y!Pc3DEm*`W@H#w<cblX5e}q>HY!l}l
z|Nh_ko%npd*uKv`C-$A=S028@aRQeIz7SwAKtZB|hGI<!w6T_!B;w6Fv7w1aCpxKX
z8QYYhPOCseTOg1I){RVRkr<uEq>l2E#-!3QSTuwvT}$HZ`_53HnzT6gJ<it2{{H{p
z>!3N}J;9%DIo<PD?}vG>SOpx99oU|K1?|ocp`&n!|4ZIgMUxN0_Uf3s&f9>Jpt+0g
zUiS~s*}`RXx8QSEg{yRE#VzI>bLqUd;1~Fp<|rQZ4A1!!x`r;m2lyg)8{LLG@QLS6
z^<6IswS)?Vyk2+)4x%4<-^jmSa36CprZpAKr`C1W&6^uUK^^lt;?g7(mWhM7vMD*;
zk;aTZrrxs#zbF|4Rw1;hPT4dZUZ?C}DyyhkOwK53XLpy}X}8&AyU$YHSWHeUiH<_M
z+yMxwyf;9@NH;=b_?-ESUI^%V0fD#BZJ(#3?t-n|3%I(<<90gve*O%P`IOV<bcRCV
zqolK=Ba=yYwYO)psiSEkNe+iSjqR?^*KEA5Yqp(s=(mG?49_yFP47}K-sy#5FL=lB
zXJ(V;vmBMr(gL5Q5I&WPJ?qAYVsBx(ZfNejcc7D6$JG!<tRbJUR@77tPSMU}EGkgN
zE((?9RHyLxRoT!JDrxkr=s(bFH=k>KS$LODgv|sARO82~LbK_qO&=v>8h6mZV9&Fr
zTWe|V*5)+#*h+n+#-3Hrnw~Zi@)kYufRP`YzCJ1#robCOweC1?AbRJxwHrS!u-*7E
zI#p<%x`93xW2wi3P)MRgLxE68rQ!cly1#8En#n$E-Q%&-;lyj<-i}|dnA*|aQqx*)
zvLKV2`u!8sG$*Gu#YkWiWM|6_`54@7TCi?$=p?>V_U-7SW<O0xssMj3FM7%is-(i~
z=GyY=n)M(&m#LEy)Ln*(^8=?S>ax_&zfDmWN5iHpAOYei4yL*Se-m%P`{D=VN8+dA
z)u4{SezS#N+x9iQst!}G=M*(GQ}%bMo|r5siFhoIbYvn9{UhoZa5RBA7lqw=Jci#j
zwb1_xyl%J0Y88)l*JHJcXGmFHdThQcY<2G*3r;NPepF&)#q@QM>MKZ`@^pd?rXEVH
zm66(PZzvldeB81;8MGqoH`cF+3)T5uYku~fb+E-*{$X-fd?WV)i?2y&Ft<$}T^0)l
za+@k#<hV;uMTc|dO&<Xsxg<X9&G@pu2Al2_yP!+!BO72Hc~RR&4!}>e^W+M-3Ac&Y
zOTZ&J^!Ym1M%whR5H6&rNlND&#I8#c*NC!o*MZt4gS3WQ^<us^zYc9jo5{BDMtvXJ
zOTMokL<jUE=q>$FemMWWbdHSYuSu85h5Uqci`)ud&)-L%OP}h=1+Y+>udReWX}R{i
zv^9K|yr*9z7xf$DhR#!_a4Tv&CPx%CXR!$NNiHQJSlLRk7=+n$1OY_C2*QLg`k1Y2
z0i8&?Ml{gqcb6jJu!P+%7ecz8&bajFs5b~}IW-<v4k^P5)8gxjLm4vjkO#~j;T3#w
zpPzEU&<snYX)T#^S|XJ0m)L@;j#j1xeF*M~fufN18@pY(MmvMFi$a<$$YVc66@Gvs
zxWoV}YeJy92$exF2=N<45DnxahBP*P;iP0pdcdIYY($l-52%1C7A~JgB{S#%PdI`n
z-Ue>|)IB-5R4-@r<@KQezi1ikgnz+Duv1%6ABrZIYE$F-ibQDY6WgZA%`e9qlF34R
zklVa6Q=3jcxN5Vull#7SW8Z^UsLoB_n7&05*<zH2KbVX5i6FiTfX&|4S22jS7}B`8
zW>(GCnjho8;c4uwQB_f34p&u}!&Ny}*F=ETH6e<Az*rU4fGDaIp>LYL^ilA*-GJqY
zOLTKqJ*vfJet%rh1ykSzN@pkhv^c^eo52>N40^&)ma>~E6kE+K#ItZHdp(P@H39aB
zprYt1jH@&aSnl77U@8k^9xE4wGppZxgxZSBVC5bdY_x0#U4P8{a<NkDiHY5nG9%Fd
z!z!^;=$xUW5~JsgTMUa?C?Z4bMPC)aj#i2r(DUMU@uzSEehVkX^YA%{|Hi<QS05T^
zgaO(Trx2b#JW?kXG5rlAl+9^`yg5pn%8VLpdHmrdThnORpdOViFPT2k5JRGYg&@7c
z28}+Kj#nA<F&8S+e@+GrZ2BK@J|lhWk98F)akQxlPr1s(m%A**s9%PDu8VaHTw=Xc
zKlwd5)k_<THBv`cM{S3F@uZXEAGOMZy|%fNzx$$belxGB#*HvqF#UJ?R{IO68p-IG
zIpctM*m=ZrM6hjvZO+}W$7$<vc{7L$W*lzP8RIk#BTnGroX(k?om*JT>KiGx#%s-5
zT<h-?+;KPdxnpkZUKm}w#wuWGaLL3HVW9CoTTq)=oUp869%Ns#Diul9r1)xoGm?Qc
zL%>N_Av;|O9&a;*F&#u#uo+1<Iy`w;jo+mJrpn?Mkiy29Z4x~!zrehs=oiu{JOM7)
zRo-5{UA|e~b?wZjqc82<|KiA*&-T7VL+^(22j%nSb+8{gq38W$3wIwbzf(RjvIiQV
z8&>^l52Yl=*tSM1voyihQz%D&>TB(-T5c2BC~u5@JJX+gJ?h*>-mX8Lxhh|cUa5D4
z(?TwjGLlBRBctb5roWZ$&+W`rokb9dW}}OuABL~W_QM(YWBq06O8w>ZrOfSmN7PKz
zW?Vd@QWavdQ%O*w4Jrv#8*gf;%@h;837kkcgAJKbD2QE7mxv-lM30z}{)j!YFvm(T
zyV#0yVCIH%_~*It+=U#MYXVCk!IDC-1QJvqZ=sF1Zt|8s@<YwJG1xMqtX}gaAN3G#
zr6oNS3@NVppRzSg^jUdGn4soKD@{<3DOMDe7ByO*m7*k>NoA!}3)DyHkPbJrKvGWp
zm+xwiZQ{P;_xt&EjvsgSIf)<fJ$$~ior~>D{0K22xo+bbAW&HlqIjWVO_`ueVp23f
zh)01GidJB4Vfkagc#MfmJUSpSHlQ8dDp8eo|Da78RO*;EH3PIv+O);l@Apg6JycD$
zfA_oJ`A+ul`~AE!)J*Yq?V=VJQ8eHY{m6685nh~&N+?hOlQsguE@FVnpp4<DeF?*2
zXf&a{@Zrc1t07?_i+DF;1E=fMW!cG}B7OFSkUoQFS3f!Q+g~-7pUXWTUVn7ao?>PN
z+*WyIr-1Z%jxc1}h-V#_x1PQ4URYIia%b1k4i2ND(r?*<P*F{()TEJ^54vn`0h84Y
zR-;)T*bMf8L)6>!FPYy{b~9s8Uje37wCSjM4Bj`=bWNN!QT!-PWB)Qh?WD}q^EB-;
zX^~ceOLLIoSWe`0&fqNE;`l6r;zk_CgRQJfbV0@?xS(rs?8^}J8QS&n62ehy`#3u>
zjU~gbib|d8a8@~?)vrWlMTS<PI+6rodk}$#L4)c+r;?9PqJI@~qJy0dxNDL?_M!o~
z+E)A~1*%7{nJSbl*oCUmD0Z7LH;pwP1-^h<bDn6PX<y&?(F2wDD}U%aRNOiY4gh3X
zz+QyCtylXGe&<_PZf+W0((*Ir;#sF?dGVbW3(vg(LU(`;j#OT*eE9duYvw=gK2^C`
zxpsN~{vUwWzntB<1tU;K`E5NyV4TWAXk3o^aoZ}Sd50swyH~v{-%XkpM}L@vexWwi
z7d6>|T~U>VR2S%n{n2e;8{8yp5;sS_tsDTu;<4m;a9+8l-b_wKtF7W5a4@<jHWEDp
zPQ$a&3&~r_2l|ubRMO?8YCsTr;|OJqg;YWBi+(d*RZqjZI#4Zy7%4(2@eoA|A-5#g
z2%$PjHeiDijYc5wK?tIwP=vPn#2FhdZY}<~HrBSnw$^4kWIJJlHYzk)mmLF#4W=m`
z4%b1(?M5+@_DVPtbmj2DnBSSBqze-4M5YKzSJ*r-@&oz%c~d@16J*n5A83MXI#N?j
zkX=m{s|m8Jzn^>II*CWK=9j>lEtMxqgPMj>ot{Q@dIr@q=4pJKMX)ZF(;7}mfgn3R
zn}~q7CFq}tK-w^C+5U@0-H&mfY~*D@Ny_OAXynn5iZo;>IjW0I89>c;)~;QkjJm2!
zEZ22PK{?2YbI{YvzLq%7Nj@T&X!`UD+oH1!l1MPEjL2?jnj`@N`Ts`=Hk_M4(+nvf
zPOz-6yj{s<L>JH2sY`Q&9Ef=be}3@c8>h|#|Jnon|D4Cw+26f;{MEubxD^6W+5F!W
z(f*@XwvVZmZTq^M@J(=T_m1Nn@?F%<sZY%o#1nJiY9ru%s{t^8fesVJnB!E!qIH5!
zX!jJxzyjlbeoj7U3YmNTy@B3fZ^&wKS=?0p?Sgs8G2|L@Z)OJg0bw9Lpzo*mIfh-s
z?mf(~cFue*!+KpASJssaXTsTV4q0fJG>g0_BofI?8)$>=W<8+ux}Zz*vh#9_T#M?9
zj#aMJ?5e~nEi3>5hB87flrQ>=fnsn?Q%|NR+mq|bcQ?CD4o8A>gc7ntEX+;lg|fHI
z?T;R_9ZP>tKbO88zf=FdcDwMj;9E}52~qtpbOC$>AlLx_xIvAXIt*8Cq_Hj(?iWHl
ze<O@nvVjpFB9B(5+vjw;HD|rstlG)JDuYRsfZ~lNIqtK=QDE?qEC7NE)G;6%Y}#|n
z10Q;T=(*r|=rMW5;P5qJl-F2<X#54?cnaJ~JxNU=X)_k)jMPWy#6+dUl#T??oVp1X
zP%U5q@K3jUsiX}evMf)GPa+YUEVrb!Y41UF3r7Pqpsv>3I1^Cp=M$)<$5AT8vl3tj
z$7iTDAJuJKTy-?qGgN}XqQ;@YrlZrUq%%V~oDEuxMH0uj6ZMK0$sC=w;-1%toRMML
zv!L!ry<b9x)V|Kq=X!}<r<qG@N&smrHAs;Z;&k|#7PHQ@WORnu!!^Jor=T3MR-=}$
z<ss2LoG~I+o9xN(aJtQ7YE)Ho*?gu6b8^1fbYAh6Mtj!3rnUX?=dX7>xj8p0ycZ0F
zZHf}?y0UTm;pRfDa{9YVAN_damN~USsR}tFZTQ63cdTs7bZqZ?`OTFh5ABwAJ`FxT
za(L~Y?xwy5{=K1t#UsDY1%x#2{5Ir`E)s9_%qVn&ZrB~}<~M*1a6@<lPp74JsZ%;;
zIT|`=IUBM;5atn0vQos3*;BUpWlDf7LrY`uw!ztfMj5s4b}xe-w}QHW^l}WwjUa6&
zJZC4AW+yynkJQ!(8jtzWjqjj%mha_H@Miu7j8ipJpBoO$f;EKyYS7c)5x-ILYb**4
z6D3S|JR(>}4nN?sgUO-|);?of2`x^L%20+Qhd#5H9uuoG*@~<S`vLm_PL0TwaI%VP
zApZ{!VYiOT!kJGps)G|=D&9hlJUw{_+w)Vs@$3?t%379I-YrH8&HtE~wc=){o7>m}
z+VHMArXE=?p<PXZSFck#iXHXotd8S{7$rxeSW}mcTMO2u)-8-#k(F4J+!UKH&ySsn
z*%Gmq7+j$bIkqt)v0Jgfsn%9Ek|-!e1R)fVBK1NDNHQmc{E{5-`;ksTCGN7<qm1_K
zCwSM;<S_|wWP*1vfs-0*x6_8Rg*K2$p>-P4DBc+!pATyf(IG3o8LwU?f)pgb^lR-o
zRtE$63H_q}NH^<(NQx<vVv3}gV#Mp+!GV4ba74Q}H@?R4_!<{TPy9Ro;k-wRv>aJd
zk^r?5F{oq_<C;j9Mr>%u$}N|gX#`zWidT6ek}N?hqr{Y`TTD`{M|CEWz)>Z!N|K5@
z6r3u+wE02K2V)drks8F11z#jEpOxs2inQiGgPD)uZ$^PkAA?7k6<YPm@q52}tc&xP
zW#E!*F&YRjePjLJPnIFYvBVVRtHR*qZ|;41a%A_Kze4Z!<%*JvmM1TD-YYK|y7B-j
zJH!Um2VRuQ{zZ4y#zt|R;hou!*}XlV&wICfd$;$oXZvo~zO#21`&_Rv^)>}!a1tEi
z6dQD|tKycAv=~Sch(fL^i380KHy>4!exXJcV4)OZ*BnWH@FS={DkM}9Dg6;dD%v1L
zs7R$z3HaQZJws4GZng8y%+8J8oqeA7ecrbTyPz~5Xyh{REQDVl8J$-^I^0mD|8g#r
zfeH#?Az=+j?m&3)^5qM_a%{~DO5rR}c+owj0AEe0zM7cpDs}s|X!+LrvEI`C59w~^
zR+fG@c3yoiaVC2Qv8Upv6YsMN+<C;#vM0DxXjVR<us=sLjWg1l%1oBsE^m!J%Nz()
zvg~GMQ*1ap$!$mM7Bt3h35<uvWY)_LQzP^y_9>3lv)xRuyp~!QVsl&@GI>)r6&5SV
zteu_6Ue2;-Ir36ok_u(@fRa$!6<R?J<Q26L&f|#BgdpKxIlOrB;ze9-lyTH{UCoP9
zEYPS%Ijl8?c)U0hOKX|x(zMs4AWr8I!fGgr)d0(J1i&RFhDWhXBbHedM4WIp24bJu
zil@vdw-iRXVauL8ET55Y$*e9<$WwAfX5=dTY(dZdEW7iVN`gl@e!G0VOsRh9gRg0}
zo;$Er{Z0XA5h9EJyB)(}V|V$>pRZ_eWwVEbd?BDpZlfo;Om*qTLfGZ`h>K<8M+*@*
zU`EL7M`s(|`&I84)<Hn#5I&w3K!T8g!N`&906;wv7$x@Y!Ca}WX5?y&5st6>Dr_I`
z?F3`Mv-;MsLH4m+L)MwRdzks@=4hsc&E<s7))hPM{grNdwj)&%aZn(UNL%^@9l{87
z>2w`?3j*kE%SW3q`n*QTg$7Itw#JAO6nV<RFpRkaJ`f*3F)nZoD98r{6bRUyi=>bm
zafA5Q2oQOp8`}!8No>6vxYHw)to6beGb)@AxI9<ji=r7cBW9vaYc~z2hjSC%_M_Zt
zG$amcBitw&<;Mb}!O_I1J>qQVwxVamZHaB#&aQpTK5ie{7uYWz3?5AE*A6B3>p!rb
zXI|ouC112&w2wM3qc_A?BCn`#Bwp8EHD9w{wNLW1!mK!(IH{dV&ZbUSb7+n~7pNxY
z?LXLe_&egg)E#~OHfz$}<{TB6UhSFmuFUs4m`OCrZxiSt;jzr1Ib<<o+9vBsn;u5P
z{AQ765EZ~OE2&uR$+nDxTv1p?eTtG+_Gz||WW=WW$!ZdhL?H66AraVP-1qyyC(!o=
z3xR%7NG5qf2qdxYN~d{>!$gQAqFThX+B8!N;$4h%UNc;$S97aNQ*)Xa(5p+kyr|71
zJt&IJ8eXj>lF76X2oQG2S`tqrtrX8U+g8-JEr&yhJW1LP9y$@pFiqE$C@2O3JdcEx
zzv6!D;BWShS8_;*>GO@3@36aVr{c^w^akgf&V)1N53V`49NxLXe=2MgwcjViccD%t
zz!#qA1&4!|gLLpj-^wc7F;^$r=jEH%<KgRSc=5Jhq!bqa_Mk5DO`Unup+j}%ec9m;
zJ;cTTPsWE^6b|+C_(I`+!qNNu#PJ^of1=t5L8GRrGz_FkquaR2sFFC~FCaz97?7Kn
z>A1|udV26F88M7}{d#C}nWrr!bg1-5I$Ef`VAlRvyVP3yUPmyxW+nJsE%g?G_=&0G
zDlQU_N7`VxwYR$iFaQ=)N`4h)aK5|c$ldqoZ{PbR^PR)7d@h%>n_CVqA~?Ng%ZhxY
zLE<?))z<agVg`QpLpx^jA)nQ_XkkzJ`r^ZRmI9KWsZS1+JbPRnj}O~SF?KL^Ab-I4
zN$jY>#o0IqDO*OesoTRg%d+@QO&Ky-N(ZgTG+NDEr){qVp8X^kMVr&3=CHk&+l%&^
zd)ue%3aD^L&=IrJUa^1O{uX!(9=AV8eVDpt>(6u3XxgL!f*Pm`!%SY+GL+e=QFV!!
zR#RHKHLu2ESnfvgIU=4Xm~1voJTldM%rcS9o5;wkY$gmSDw9bQNf}eBOJB?rsewDU
zeK|uqUZbxFn>}8DzMRB!=X^zZS~tikNDU?3uno@`Hl~b<F=HU33SXbI2rA>ao+u=+
z*62^D%Zg(;3p`*Zxu==sl)x;*5J>Ja4hs*VuHLVQf%(3Cp8=_I9e%ralR^OO0R(vG
zDR$|a7s7}GCP5r&RGcH;36lIk4EFoR*`Qx10KZl!10Q7=jsKxcLH>VW5KETJ;LnM~
z){XtO^U3_i;^GCORBJCiVy%zn;p()tVHMCopg+~qgE80njc+Y3)=uA-t>A00ck7Cl
zKrUA-wvN|^z;DJolf^he*~!`tIKl3u5cMNZ^#nj6fo9k|4a11bW7G+;Sb`>j!z<DC
z_(78l(DId1nAYhjx<WG*dWMF_X+Tf2+!+9d;RJ**&f`kZnaloZGY%9_+}=&}AC~R7
ze!{~wldDOjczn^<>;5+(X9}`SSsCAOqBaPswX2}HwgZ6;cYcBW9I9=HwD0E;uhkQd
z3vfaJ*i#PW0TpJMJfx)oTz+DA0f1*Xw(cx3UK%^g>g*I-VVMd$!@}b%V5e<dyg&;3
z`95%{EH#2*>APBfyzVCU?1?b(wEU2(bx(JfBiPLnzK5`%gV@ij?9PAHHgH=hu=MxZ
zT1Kk9Nzs&ko`SUDHBgN-)x$#YUFOk2T;Ke&KYW|$V7w9DgOToj%(T?jj!@W}bxSwt
zqxA2n71SzvT|Jk3`hZ8UKj0Cb$QtU*@uCQy&iS%DM+Lj8OSe2xlHk)_3R!~3SN#&9
zi%>}>1nTnFcDcy6sH2mdiZ0;4baqi`rmbjq2R#9A8uU^r(l+5o!Rpc#FHIH&gUoX(
zQ2kleU!jI`Y1Ch2DC_3HO&r0?l4}vkbIDpHAM;A#60q>Vmq8aUd|W7e5WaHBu?q#w
z+a)HCbwTN=9w6x%w=!^2SP0Nk;onr3e{2)y8OPuE?tEwa&d&MQ#c|H|dvVVBad9po
zb`mG1HgzEUY_dTDh<R9T1=G}SanR7{%4!C*qNr`UYHXT{fQofmD~&XSUuDz0wUm}E
z66+rue+)I6vT1AQDU+Z=qG|TL=d^5=?%vnudwuuZeV@<wdAtYF!JcQ)aq)PH4||mX
zIa|(h4t29_GryLsZQ4AL%N`5coo<1krVV(LbAz}cwW%*ZuwnIfaj$sPam0B<tlOp>
zR+wmZca|yIdr&gd*_KFN1=E#~v|PF9NK36^TB5Os22wIO8bfWZD6zyE_Dh_Ufvmli
zYZKEW!QH`c2U#=tOppnFAD~4e?#kpc41_(AC?}Xi3ZC0#c3sZHiJg@MP84<2<C3Ig
z5+3|#@CNv?o~w8-YDPM}qC1WBs9x5mbS|ea>P%V3x=c^fuQGX%bpZ4lO$RRHy}3xE
zneG;H?lcibg|fiP0$vpGC{)?`hw|UD8ZA)hq_L%Xr)of3Mdg}VGFB{C{<Hw<y0f%U
zkgKI^b#e);*^{nio>?Q=3@c&aSQXw?E%%@S8%_<XF`KWizqg;^9d@Uk;k72x#PBIG
zO^_$-Q<2wK7j>z)DK=<JtEk_eBsi56y{fEYcN6Re_>4*cN4q<0tn_K^?a-(l0!{)i
zacL42@;hd-UTVe#1JSB_wi_Y^Mb6L2)^O3C?jsO;jhisc=R`3bBx1TAHkGP9BtpF{
zru$my=!DS;qXR~V1=#=n?1VUVutI1FQ^~&G-ade-)ezSEYsY$fR@E!@3N(m{LIK<t
zu-ZottO5MOA!hi6=HAu2zZYry{lB(v&FXQ+jO*s~siz(pRK3pnI#~*2CiZj>;2(F4
z42}11KJuie;RoN$cMpAcy!qIkrlyX8&Q;08_*7f;VdLoM9~>U^3$9H6iJ@0;A=A)N
zOt0S!nZJC0d4auRdl4z98Gl&I{I?=Dn!z&7Wt(3@K_|`LAPD&HmS;*-X7rFXp?NOR
z^Ii0ONeb2@j&b;C3*hnR9B`UHfEsm&sO^MSGz)o~y=_!2Pqgy%wo#GagQSISV5RB>
zLq{z91+1fM=-P<Q7S~Y_Fv5=o8LD1-JNIVkcbNS95<MhIaouA90TRDLXLBppo1>Sb
z?ZyE)j?eNJ`3u6wQE;2QtI$j0-(mN2&$7>Pud{F3g<$~?*!?Z8HNJ>{C|EBcu2Dg<
zhQGX%?kFXB5tx3?#@arS6u@`0B+0H(*Mw`z#g$<<?P8Hjb`e(>Oe?ONF2M!ae<_o4
z74_e3vJ#0VkL68}I7@}es&%K6Sx<fXZuK*K*Gi4n2EvL$oUjpsL(ZUz8iJyv+TmN2
z(+F-58&wqM8wskpJ555E96AJo2aQ9G0G%Mn4EkK5rY-8{O+t&_<MB|@^{!|V4<7yL
z3m?9A{LRsyjn|Q&+U~}_M9-7yT_;aIo=UYcpI-UTAMgCAJTSmscy)b9j!i7JF8yUy
z&-=fb{&k}tJaQdqXd}3XhVRbUIsAoxFd<%|n&2g>5#I6uUeW6uLQ$L07!4lD1*#`4
z48))H`I#}8+_*>`CEU#d;sM`AA^UFC63X1WR3Y9N#pu5FL=wg5+pBkNw=t@38@JWA
zmER`pXxyO+du{t|WmMK?8?TX@WFGy^=IF!2csw|!?v53MMRk90Qhnb0qHoGG6?`3^
zWzNOU<KN=z!u5uK+85N1$sHWznT_7<-s92Zq#Rp}2_AxfwLFgqY*7FP3L^^OF3?3$
zD{BnWWQ}N}8jWj8JFQJ?744=ruPtgWZBO{4I$U>M(H#PWcWcI<rbDjZn}#4o?GI52
zk4P^`jAY8F3*}G|O`s_>jVfp!Ip_ffy|FKJIK+&G@Tm|EUB*(*yU1h2%RJ$`_#AKJ
z^G*3H%*)6U)?{f*wJ=#)Disz=maGgTTdkHXbT4>UQp~wE{8)Hjn0+M-JTC2o-01J`
z$Nf-XP}!hKtE-tsaxmQp+`H&Y+hjS7X=x)<GFIM_Yrw+>NUVf;kQb9mB1>y9Z?Q^A
zN;`jzZR|$<*5OzGf${8fzwGW9jCjOY?4ie3f91@vM<3}+;;&tJ2lF4@!tR&0#LakM
ze>Af3(KBc7=Q|HT^h3)FoDB#SMG0opiniirjw-8-4_czK*92yX4Uw>70ZS1H#gd2W
ziAYpv#5x;}-pg5%Btg1@sBg1>MPX{x@GTtmQgq3_oWsqG`TR(S7uV6jS``N+mkAqQ
zsW5IseNnN*2{pzS`1-0BRv{v?EM2NjgmErh3^U=V2!A6g7Q+;d0t@cYPe;Pl)xn;j
zzYt<}wpr&`!SQ1}Z+2Q#n=@)~Gb(e2L2+@rP?*bBfouRc$c-z=T&|oS9!{DxMIJUf
zlST7s?rGceT-iKlR!kvhmQ4nkN_)T<vyIue87Bl`y?}|?=Nxv9JAcCcy#2H(RLn(#
zAp{ZaZBV-iF1R*BM#$I69_JI}DRK&(B5w#+g!kITxZT$xt?@>DLxFIMvPO-BhoZ1d
z<T?V@Q;T-sj*ciRMv<sVgccayKv5|x=M*-oOeu`=N!ut7_j<myGfBrw!zn)BnSZ9n
zN2oHECJRve(hpR^0LLoDqipdJ$qz6YiW{80MUUIt2r@X>wF)}H?Y0gJjJSrxLO)eF
z=(~g`O9k*}aOav4d%=iP56D=v<9b^x<>_R;)G%{BU*33P{@yzWMu3nZ!-YMGI!$Rz
zh@UTZ@|nlX9cy<@Ke21?y4CluUBkm$esR(Q<^9`dhE-3j^Z~v#G?5<p#``z^42s?i
zyxhu8BR>kW2Uir`YFEJTq&kowa$AGj0;W6Al|z^S8W@CR*ujIcSV<>2kH-TuBsS_E
z0SU6e2=r&VTCnH}=Ly{9<v&>~U~=OU%?7Sp6fH2&3K|qdRaGbyELnpcn{$;1W*iQb
z(P_XDODsCEwVSA2(M~UtYo-#G1tLrfEE0-PIGz?b;fLI7+ziLkO9>Df&BQpBv)><$
zK%8_6(Sq!0v@k#q3y0k9XypGb+?c!hU#hD=wvFnJ-@CK#SDf?t{OephwlDEHb{r>8
zV>@=5)<=?t;4~y{15M(YL~W&sNmCMwcBs<Su+nt_q(nuGrJ5R~0h{0tN^!wODh*TA
z4Ms+^O$a(ci&QabG*bsvHEo3M`<~s2IeGWq``&x+-o5*Nzn{+sqj+(xSd48adxf21
zcQ-uBlv?ymQ`3%*7_%qn1DfW`x(r`7fOjSK<&%5>LqveMSR_fz`&-(QUe+Uw+aGaF
zxhK`aHV!cY%L%;2?0kS-pr2t+S)P(lHvEcyRlQ*U3;l`ps(hRNnz1X>+%!K6Z?_=4
z%l+PZivy(N>Yt<;0mlgoagt991N8mENMMW}6AscPdcnTnS+>6@yeL-q3&J_^cl6)r
z>z3Q1gWupl@NRJQ9Io-%Ey1Ck<5=#;CI^*pIq_EQN>-V29(S%duQ^Rlr}xh$1Yd9i
z0K|kTsvTD!8-q#~pYiv+2!9do1Kt(!X00wX<2vqIbTO{m4#zx?68sWRC-_DF8qdhQ
z!NZ&I=lJV9%fBKyP1FMRE2h;@5|SZ}N(?2*Qcz-UNl3yw5#TJPK7U`0xqt*1-kQU-
zWv&R-Ch&Y215F9LRIFr!PXt_h#tB>-i&;P(fF3Mgi&Q2<%@tAKc$uXTP0vjbae#k>
zkzb@Zcv@Xk)?&o7^-y?>IFT$@t#FPw@2&Q{)qAy`SnY|`o<MqrBxIekC+i8?vh`3%
zD)>K^J~1(2XWf_wb-8N@reFlqH9#*&2kcdJ`0%O8lktG_{a?KF<v-s%b7kuk`i)uk
z97^v$LGSqBvBwTQ?pXL7p-;X<+#g=)9uH-VCx8!)P!w~_{0tSN`C4@Aae`NI1H(?-
zz=7?JAz5M(FGUfL`$&Pa{=1>z0F@LH`UIpT7Q>SOm?ZKc-S4I-Yt&jn-t!8}Q|-CU
zRe3eHzA0~3L1`7!={5NZ{#(Ps_Z}==q^x8P1yhZNC>w&6_$VTQh*%tfi12E%jgO5w
z5{<+T{i}puOH#b`9t3@gFYx&Fb<A6FIPQ8nxa?dGGyP1zWzchyIcYJUF`@SOaczlR
z;#T+-;jDbtb}lZ+Eaa)FmZ=!+<E65nKi!DRey+msMxe>R;=k;t{kD+qMzK*D$%&Sz
zVq<wul)=F(Xx|%)Ab2bEo%5(ARzb2+ABiHxYLib}ttf<@^^NK2B&oZ*t933{twSB8
zHe5a}xg;U%;#1PBv?^^#tmJ8Zn_(HQ%Akr>rySk{*Coof2dXcMH%fp)IRK-rQcrFR
zlr0<t!5>9$cDTa2GpxHJKC0Of@}U~)V5p&>07<erz|%UNS_<4Pow7BhIza*w4M-SM
zl`w(wb9Oq>%RYVA{;f}=kzUXF^Wzuh9v$ya`rV!RKp@;^_--<LwqBlZYz>7X{RipE
z!JdV8j`YVf{*?AZyS?N4AN3A``%yc;9bo<noO}oM05!opZ~R1YjXob<PBT<oF3?9?
zj_#+a7PgJu_jJ&d>l!J{bR7xL78Xs5<`eEG)y33PyH4z09Qx_VbMEKV<&lc%qPgrY
ztM4V>8(J-F6s{L;6};Pm&Q3YyNCyh$U-S8N&P%zNw3hc$o<7AUTcvtSohS%)yF=jT
zb)@K(yPuU6z#$!f4u>U&Yoku7%dP0I>6djzub{IR#$)p!wqU4HkH;!2+H2ZnjnQgz
zNDWgo7;C6Yd6YN6nm53dZ^faLA9Wx{1@VS`hDXPFXxLyGKE*Egp}q>!VOTtQvE744
zJ@X#gbBX>F#X@imQ$27?WI4}Xw70d@I{Xfk0KD_VHA@XM2_qmU&`e@6v65gCD#q7@
z1&2f;m2G3@$Iuvlw|a<HXuMyR9i;JD84rQREkmq_KpN8n5fmXl=-!rGjG&RoY-BaE
z5ivz1JQ8l*F5{4g#y<=NCydCEU?EX33NOH!n+tfVug;PzNQ*xoKm#(KG|&-rA**ZF
z^&uqt%H6LF8=mK~U}E4RdvsOkONM<phjJYWW|W~v8ALHMLo@g&Jq<}x!>SB^Jf_LG
z@fLnZ=F!Q*+vsu7b>iy_YAkjKhXv&F&C(WWY{p7A<k;LD(utLD_K(fUH-Ni=pp`dk
zps@7?hKQWJS;DHf2o)X=g8?PVA8OY$8gQa?dlN`m3|sVTI#^0L@N7VCA>-hJa1H+?
z;*Jd+=-wSl`5N3RGKcl;9i1J?4u-uiJQ8lxTfz_PV?N~D;rCHPso@~ii*i9~r#a`N
zM&rXiYF}(Di2Bt5A9|?yfDb)<prP9f!@WDGJstTV8p@~A2Hh8gJig1+<3kU&@AXmp
zqkDtYZg-!LA_yY)#PIg+T}ZV5@7Dr>kAJ9C#9%i^pv@55Wbo0HtYq83AzoLAewsjG
zAfPx40Pf&SzyS_5)ie}~nWvllkvmvcrIH|~(p_X0YJ>p<zEa8NFk-*kgMMmka{Yx9
z)4z>L3~Oeru^(mDUh2QUHJ~MYvwz%KocX~o|MTw2p*mZNn@YyA$eBOfpB&wDaChgo
z|7uTkAHGz6wKI9<bM#>J*@>U68D>^+ZxhYz;OzXHj&Rmt3vwpLEY#2Ln>%#+!1lDN
z>b=6DKu4hI5&G28V`mTamX57V_I~q3=eV8-?K(b~bh%6b`cyq6r>{ZHrRl{QHa27o
z9JsP*6A2KCY6$n$ZMdU?SR*k3jq3(cc&db*R1IUa3}8c8OQxFRNHbY1^g|k1LyN0;
zjd<nmzsuMPjXPz0BYrQ&pmEc%5>O`V#Sy5m`$T|R1&R(O0;QQs0`OW>h5&O@X{y=Q
z&}!nqt=rqN76jD2c@vznrUwaWmDjFpm)Bxd%Q^_eweM)d@uY%7GDWWN#O5R{ikGxC
ziv)f}0=XiAWl<$2m6%jwQq@cs(ui3jW{sFNc$-@!+d$*1GQI(gZ{EW9;_*yZ4Ydhq
z*V^ltbirGIj9j;oxB@5k8toaQB_(F2fj3)qYj{4hlrf#ltY$VcOpHaNnd!_dHW?Wd
z<khI(R$;7$tuY?;H|HD0s9(-EX;FW;!bnEjf4Q#O*tU%`%%d#IqD~@d$|fn>B4yE*
zEl!l<T9z3r6_q&7nmUQs#PN*HjoW<`*jH==1BPWE-u~pzkf<2C0nLCI7*G`Zv(!x!
z2iq_s2!j2XyA0d153EDb4cXGvn17`C(KX86_b4@K1^e!JygTxE&-1*`n=R$s+Gx5o
zNvzx$$94&}N>OCd(CuhlBo{;?iA&;n@podIh$7Wr;4-#r7G?^Ig{4B<YN1}>FBAww
ztiopDMxm{+SbhbvL-{@$N_3VFf*Rs7G7<JtQ9O?&hWPQBR3uY9;dY_Fd!Q$5^pHq<
zD$<ML8A!_l^zsU~KtQ}44AB^mk%kznyPC1O48fWuheCv<hR{1w9&2?%#z+pG{C@55
zQn#8AhyBKro&JazGAD<3ed%DQH`Um^C!5qIGu2s4kdE+~2hV?V|MAcIKWqGQ&eD5q
zJ2xO7CX+vUwm5pE(etcp+O{f=9}n#bvPTYVc?F6H@Fm9e@lOSexx(2H2zn9D9dQQt
zct%GgXLLk%M%6=6h#*YMp>c}=KZ;o(-iF4TmvD46uD28)8gE~0((P7@Za3dxY_m3i
z0osww$;@{l4ELP`4lfEsU``et`DI){=o3_MgEv9cw-)5Lf>aVf7L-5<&`jqVVywl4
zxWzb-VI{6}@#&|Vjan^e_(r)b%=!Z1gf)T3hjN^i>5Hhiz59L-&WuLwY@G2S&LiyO
zj1Rc8fDbwnpYaEJE(a8{vyX8g$T8vF-`c8fEwFr~Nd=>BlSO;UuG?$&jvcn_8JqX9
zurXkcjEu5+e0NY6hJ!lW&uZT_Qlmf+^<ZCoDBS_H$Qd;&otdNtRqL=7kK_7iMC}mk
zQ4;kq2CwfcVdYEJQs~Q+#*MhG`;Mn$UutakXk8~WI$6}0^t!&L@91HDJ-hx>MhATD
zZR7xi-tEAqLga<5$xSk_Ex`|<zCcz0>myCu32{XI5Z4UWxfZU6@)HyJd}ZQ0#;#gp
z-#)iH8cC;m1`{M1K7%(Z`TRs9^T0ap0gzLbS@PUVpRf$cUgG$NpKDB!v*ELV+97hS
zsq?Wxl_f!{iRX9kA__EXG~s!x1<$|uYJkrG+ah+y&5ef*HU%2*vMJE`JDXzSlqgOy
zIbkS=c%_5T0rqLAtNTrvD{gNUQLS%oHDT#EEnqs=A$Pg-lN1pQ;^3FAmP>JG9puk<
zW}Le7YU0)2HAk@EV$})B&~w8HrP>E`RxOtvoHTGt!mOH#=8bM^h(@|LNWzcH97iMY
zWa+$0)D7~2U&#l@>>ntFTu0MVaJ~U*+Zbxw8ES3QtXo8~$fC7o?N}kp!Xehi!}lO#
zgaOui-uZn7&)hkDk2$f*AsMY$<*>Z}3zN4G-GkEyvjy>~S`B!1LD=fP$ndtkGB1Nb
zdJ3~r9gfE_Y%r0Od(sK1x4%a+dq_IbjV_0@@)rmbkidKlFwGXGFI`W33^#*LrQ!fQ
zR)4ehnNRP^q`H;oGP>LK2t8-n?YvWISRZ`x?!WeCvm^1yT>spQ{11NYWEg@7r*K>w
z1>Gx$e%-{6lVaiDV5LP70tzb$E1?Gw(1j&<ga0s$V8eF;lQ5QZP13XnZA>TyW*A%+
z|J^PGm)r6QZp$aQsHC_6G#b9lx@4l5Z3Ci~>K|keLd*UOa0>%m39#2O#@xbKnHw-D
zdo>D>ycDHz2Jg_@uZaSjkhASHO~eCdb8{1|?qfE>*}M*_3HSu+ashQwldedf>G2(c
zOyKW_(U-(}tWM8KFDvIdUN+BruZyB*c&QWe3FU<O75Suc(mcmU@20m+el_~N#P!g1
z=?;HK+E)JC(Oy-mdet1as@{~eB7R+JFY<ZW>bC}p-Z&YTBc1Xrc}6~FwPocwGAG@Z
z-;={nDW5d2Mz4zh6vJAyOE!B=b3eaV5@L#^##6LcN+(R=XlS<WXn0;erW{iRL+b5K
zn@9P!rtBBTbcSgnhs0b7zR|ZRp{IZwqG04Gg-18t4Q1{IKKgB@<7k?hjzi;prsJ;b
zjX&}=%+{cv*@6JXERDu2O}9TQON3WCR8=<2RN8RCs^t1aKAINMspPU_xnix99-HKf
zTnu!_w#=kOc*_KDI868?Aw01-%T!5Qj+aDP*2OZ%X&dBSe_E%%jm1O(kZ%~e7#pUm
zl;5G`2E9f3CAvv@TGX`jI?+?6M?A1LoLww(uIyfLH{Ba<c*Z5GZr$bG#c^+geB<@Z
zD_>*OUS3%MVuQOpEU(<h=Dh`QJRjPe3f`(#4BRp%MF1SRQaPP)btmy{`P%9BW`lzP
zdNTsZ+eF?B%F}r7S|l<L-)CiId3k|bSRo7S$1QWqkgQzcWS~tF@)dIsGB5b=^#OQ;
zlE-75ig_`t6i*7OXi!n8UITSOu(lvOPe3{p%vnmK1G!SBQxGB%mE|-TamFxNAsBzO
zz*m(YH&#dP9Hi};0dnS<uh#C~eZFtlHlA$k8|WTv{M&F3HQcFeXG}_1sm{DY<nWmf
zmi{!^L20s=w=CYB_-o_Or!vKaXxpSy)t(?PG;Yj~>%_K|n3nleXz%$0-AWdfW)C<l
z36!Rjyx8(r8rTcwuaZ<C5yCWsFwG!LGYCbSjj{oacUXo&TNa9<(L%w1#y{S`IW+t$
z5RAP8lqJowC_HW3wr$(CZQJgiwr$(CZQJ&=rtRt1bG~!#z3X4=zW=S-Ss4`(J0dbN
zt5#K3Wkjg!ORPO5xUjSgW3afZAedwyI4NRLG6Q=W)7UEBB&H*!lf*c2Bny4?Az=^(
z&cK+UI(&aBq%<7NP$UcBqEPvFrk+DRkQiXzQ%9Z6CD*37kn3VjmWbxw%}jKX4bP8z
zBPPt-W(*qzt%YA3n9xyk`OZiBco>pU?beKFwdLnW#9fNQ@EnGt7ETxw)>0ORO|s+A
zB$3YHE9aQo`34<3k7+g#mtM_xV`bEFCO<7ly(h%FC7>`$qvnC4Eth3Tq<L7%;7Pns
z{F)CByQe~fKAgY+pQj4K=&|28*wEgDm?F&YsW-EpZ>yMtajF@)c(xYa4Y=jGc`t8C
zxDO3Nqa9t7OEn8iGz;rSXZOm=Hv%xR)QtGc8S<7&5?`9mSGvwsz0+-Jenda}0FBB<
zwoNq+mT*~jD1`t$7_BL!IACgj&ByL{Il|FGuim_n!qVJd^2S;vp|peytjJSG1z5va
zrGZRDhpGj#RB_h;toq#>u|IrSt65oZuArQdSR{C=7Z68!Y9K$dimZF4s~UT;=#V)W
zYSeEE$0V(kW1&y37>8vONF)~5D?HS@4x3)i`a+v?>i7Et3L)cDWEpNp*+Qx63q<9k
z&+!fWBC9tJ<Ip3k0}|iObSGpXW9@r+xL+SXb}za0+~Wk>#_|D24RA&rO&&d84*rx(
z=T>I<oh6Mjtt_XaRw3;YlR4#aXaU8SaeYvKvNo|7#mWaa@M|8lhZDj^%)w{SS_sFp
zuT%88RXjQG3f~VoC3Km_8_lnbbJWWz5%#Bh=s*H<fdl#p=B>rB!yU71&PeG#_80!1
zS`wyr={qrVSb$l;tsSE#^-76D%;?OyEO3BBZj`Lts?}AW!{r0vWfn6#pva83mo;=E
zV_xgL4zKb%PP5y)lqFmfbkpTiD%*!{?&`(%cd%rDLbtfxsxK)+Re*y>khn}uHqA;R
z5qahHPFcP#T#5=uSm;5-bk*bW@-U%fo{Oj}Pi3X!OU^|f9?qHxuYUTR2-U>oTOmi6
z);v@yQHd)ga$a5zH}tRXSGvpA`y4Hixm%f&o;)X<WpeWfP-ZAiMa;;W8e$y=bQM6F
z)@m(bDG||xIzznWj_%y7JUA6os%Og+n!zQMhQT%b+J19HFsi7Qk1lWEM^z{{oSNR*
z;tMT=!JNQRVtP%sg<y58!T6)A=&zM=z@o%(-r5y7@0jJ?{4r0$hN@m}+}~-42D`^h
zW7iJ4`5_L<RuGGqx<dF9R}hY%=JFCsm!)jQVoOEPf@NtX0FC%3Zn;n5aoA>Wzk2T|
z^43MnzT6<4(6&eYw0C;3Q#z)Fb}eH%L<ex0u*7H1$x19Xc)D8CGifzC2F}w7KJ|O)
z)NEs-jz5J@Nw3Pp3U6pOkjjVAbZJv72hlRkPLU~)BRz)7j8MC~nf1@!sWltDoquG-
zCFg+X&48Cg$~?#C^HZaumlqWBNx41LB^RW9{YXSP!y#RSNHht@or&KeT`MLp2?F>)
zh8a-~kWb)$;m7yJ7iaj$I2r{?KpAac$|s}eC947+Q4<A}OD)6q;1EZJOd$DLfku~)
zxL@T8+^~^gK4c!B712H&wJTq)%b7APY&a1=L7jT@hlW@fK@(ULJ9g-@p8G~_F-VFL
zV=VmnIvhU^fN(cyMDBNJ7zD6e8jGv>p}FXQLKGj2+B8C@HU6sRE-sSz6Ee6Gcn}M4
z_y}!y8!<p9u>@YxPh-<K_MgV|;;<3jmZ7xD(xmPo6~6*wMJ%L}uaCB%v7x9I5fw_*
zXW%YGCDEL*zchSQ_2yC^Sh_27ML_G-_RI5~V0@HHu{bq<jE2krgGeM_T|{l$3oEO{
z$cO-|w8)4AR$zntqz5f%H@4)aI(2<koc9jMVn>bMxMFP-i@3D{v;-fcrG`ii<^rUu
zTExTn4s0A%EcmOcBagQHvZAAeRXIdaBw5t~mrbCr5-Je>S6qukl28<%<u+FZGMICD
z6Ve26T(&OWV7&w0;kk%TR_o+0gi+YRtI12@34-|#?C~$8J{uZvgx8|`dT{c*J33!Y
z-g0qPsq6ETuu1Z?_1lT|MpP`=p`30GuQH@iExgoIQ99OHJlI!Hqk7{3-oTmeh7U_7
zb~+G(1yZ#6e5&^k_8D{hE4s8ycr#Z@ajnhx6)46ya!#svr|JyZCiT4MMt0ZV_^i-q
zt_{YR7vWH-46@CPMEy55fZB69I9VCL*>g@u>A>hqKCIycv}09>A!Uj0qDeS^WKvUU
zRTE$UMHUf4(~gN8<@ODX;GR}seM-LZzY)C+J%sL=k<PrjF>RP_5aGD?#_TY3n|x9C
zg+_JFgpmGlO%*yzc}L>237YfGZ^R;t^mB%J_=4t-7s+hPH9=b=agDaA!}glB?8`Ig
zh9;Q_;#PRF1RJWAvr4Y^s5+mB?g=~|xnvTn(K!BG6}<fO{VgtULDeP}G89cycYxBK
z@D*E9?zj^5^5D@;gd30?x1eiTD;zLBrl5e?R!ZJsH-uA`6#FF)B#N*vhy-a}7q@zi
zt%3jmC}-<%p?nYRnI_2C42T7gK{rI15E9FvLkRDn4!vHTj(rbx_HE8N%E^U1xWKJZ
znx}{u#gAziyw8l{Ahil0;d}pC+?Ytw1PC8{^D(4-cDGn0BSc0p85><rho_l|Y^YJa
z*L#7_p~X}^pW6jDvh>QE9*;*bIJMf3v(@j%1S~wS=Y!mg+}`K++FcF*0;6{Ur-)bh
zx|AYG=b~s9m!ZC@47SqW(^CfI>D{z=#q<@C_H|P6VeCMT-8=JEL2f9}1-68jX}r_p
z8|+`9ebu<yj{YC$VVfbpuycv2r4dj|;Pa5sQIj@N3A7Uum}m;N*Wm2{>P^87xt2T=
zC+zsT0s_+5jHEs5Em&ir2d}|xb%Ka=B&opc-Ieq(00>u*)0Riq6OixL^_ft+u(|*~
zq+-KqOoeGifbX`f<4<j13f~eufD4<6uhDXmb{*^Nisr>Vt&6gJX+IMViyxkY?_=)I
zSA(cNboK+vxwsUmmcZm-8%Dq<z@>A4IR{kTbt5<gv`LDV8@rQID0Nztu8h_J9l#H8
z<$H9I<*ug822WX;diHl&_E?%ueJPu-a&p=NBb%^xA(yBPhCxQ|i@FnaVO&GfLHlXj
zqA?W`8VoOLwdJk<G|F~$mo&^oz{m`HgcE2=n18h;;7zL|ZE(n*r6OO1(dlO{%F8n0
z&o9F{15}{R%_&Ve1^6l5wKpOOb{I#-F6{~|EkMaj8`q&31c4}S2Ze+Aij>Hg?(zP5
zj7Qte$Fh|AoHQXbtR~&DWvKi#GM_j8)EyWp$8+DMFllNieg2>~+v|SUEZ6GWbI|h4
zc7sbZcFUeX-7a#X&U4XR&AiKpf>VR@@-*E`jrW@qU~=jD1X&6oB`_(3*T!f)7hgHu
zUh3uK1fGrv(7<?*B^)Rc9BZC{wLqxvoo%34f2%iuz~*8A9Q8*%A>Pqt0~6-6qvf{6
zz75UR4`Y50yXND58=FA<7Lbf+en=&A{9p%kaRcbLD_;*;V|l*#tq3-bO*yR3%Fo_Q
zuiD({x5oYYC0ZL%<_}SK(q_5Jb+b<w4_0sD$Dgi}+$VgfyvZHpwC`$1$G`nvY2VRX
zr#WNZ%}$5I6W8h!vkr+{oID(Ky~nqU?I=u67gC$IE3g3Paj83vuHcQ9J-dIlSWxl=
zv?#!w36#2smFj>jFk2YXlqTy6=+qMa%)eeC6h#m>`HnckX}(rA@kiZ7&387jXfsHd
z_}$}R)Z=65&)f5-H(W~Yg0H-<g14@hf*<dv;Cb;KRefr+S|T4^Zg_V9)r-}u=c{VF
z@zd4p6&<$fce)m$d!HRT^0~>-h>q1?!3Ed#j1VeIFtmjz0Uy=Uw8fs?Ir4=4=%Qg`
zH52IcAeZRU0}y-uWM6=P((&R7o<-K3<|F5y3$>LA#R{=5VZba%Xm2vtb~Gv3!gvx>
z!_FLZtjxpD6l&bMG^SCLa;)Wcj3FVf9qXeYREx}8n#Jg`E(jv*WYW{|QQ)u5ZQ?AW
zl?ADTppS2swY9v|5ft1j+r*YOT8;%wWGD-KkG-^V-++XDmGCBOb-vdYKhM3~=3aeG
zeQt$o>1}ePO&t^G$DDPVy^I7u<C|rSUn-*L3ibLPex$!*1|DGvdt{56pzM7o{0c^_
zj>jz|vsPelRt6eS*2tCY5lyv<rj5re!VC@{iUL>26+l?Y3s21fM=TvV=oOtWm&P?g
z!)$rd1f!XubYK1vI&2w0yoGwQ`IWC&{<=vU?)u3iR5E#J_xuL?rj93@=V@QuBp+h&
zlf>#H3{~>-BQQjMfkS2lx={H8oz%g%gtMt`u5B<5!i;W&%^?m48D|Bd_wbIB1f3>8
zpaOe3QqGKeQag9GIyy>^Jea5inAT+htfvFnzYlzrL03Ac5Z9i2uN<9(oMFGp0G(7i
zLy2@U4Uu%n<38b>bu@yGPjc9W>`;dKIx}w~K@+K3v@QGimvrkM!J#bvZoY#k#8$pb
zfi7ox<)G7c+zJ6_o7)#sWoy-#sjKj@xn3{g$Cl3I@pQLCFIU<;^dy|Z_0XoBU0t<G
zCgCtxO6!glL6?aUv)mQupLJpY_NB?|&B)7Kc{-pP6r65#mWtF2p|dEEWNttC@q18)
z{99Fj?A8Ut){n3uaj@|=_Pt{ohO2~0TlWDNudTfq6@a{>Xugs`TAYWh^8Pf|n)(cC
zdZB4iAdIpI8dezQMFK*Eqn=<l)FQVHSx+&XK#TbUo#HfFwJmFlzRes`+TFttu`Rg{
z4Y!)3?Xp4J&rHtBQ)7TJNIP~+g-G%hP!?Wcr6`ibkp{~^oKfqRO;SeXLIKwDb!%t|
znf4f<Hgdx3g4vkODrz<Cd|R}j4onOPZw^0cPuhzouTKy^hbmUx%qowe4eYcTCUsgm
zV7j1;b<^wF^vU(!H8mYICbh<!^`G3vY?os1uxp|F^j>M1QL>ha;p0d7J%h=4;Di^a
z-T-n7cD?KG@6fqNh6o%OQp1rDUK?yze5SbL*yE6n9O`wg>x0en8;8TASEWL=#<EK_
z4r+-3gnW5SW*RuqWq?pl@;N3mswezT10*W3xiV)N`2j`g?x$n=AJ$ROPZN%;NXXg+
zB3P}ky+)MF3qJ<qGAn$zaMe!Rre%p$N!U_+q(I~7N_J&>b59nWw1*HzM9`5&hbiKb
zPW6+KTASR5_X1kYsL>loswE<ss(mAyeL+Z>z)$F|&wH>pwUF2>*flM!*EqbmV4~wa
zQQ94!SoP7?^P0mBzh}8wX(Vlq2)T+B`A(Xw<->pj2bl6DIh^?|W6GkOKTRtc02D7w
zE4NFxTf%f}(|YzGOSlECJR9Vhr713NG54JjxkY%xYwL21yFlC!JA$)~>AF&GQl5p*
z2Y*-ptYiR0g6^qsr{@J?x`bvU`XFXU$zCWyR2o0uDNIlA`ElTY@q|Ftw-{tulHs$$
zo5Ew-iA4mQF$lt>`;2nnV*lZS+6pWhrs1bUBtdvxtM)rihE0zL|NKsVjF?M!Y+X2;
z_0|(LUthJ{Y(wTprXHn>mdb|H_*J_w1|7j6$x(;R#1R`FdqG%fxQi_0fy+<hpK#b5
zVXF`a9Bt(W9Sp}`&;4FZf|Dxjiw+Gr>T+_Owh9pwK~_N(@D+C&m;m76@mUkH#rLt>
zy{}Rw3~z@}X1$NYJm=<e^x3jK4|^pzdOCl!^mgmX)NE>lNjUnl)qU^B*jgT|DUhk$
zZr;uVEVgU=w|BqxPcJfY(=@eq>u-W_8Hx;HBDemqb<VitNc1U|h8!!#M6pmG#{rT6
zD<9|vlmXfXyP{YcLpma{a0j#F!9X490*~1t2eb~W53zuSYk+c}8B3+2R#cmg4%Xmb
zsqyLL9`FDd3NduV`WD2_9&TJ9mv&^c@3(`WM?>L<L4@&Q2UH{Er8>z+xZ4l_*kZzN
zao2OOxd^b){?>DbY*75=xAuC*9E~VR`C9*#Oh*$Z-R4|ApO%VRWC{cmQiF|WbpVYt
z1X2aJBxaCg5~{ekfBw>b*1o3wp}EDC_)`cI8Z0ERFkpVqPq|erx*}y_xWH2T(EpM!
z{IE~tovZTrO#_uXAlZ1nK62iT!ieWPiN!Full^wR4D+lciwom$3Hp!J$?WK@(!L_V
zC_)OdWRK&7JGbG&C=xxMrD#y8BO5(37F$BDraIXwqmUHTa2H7$Y)#-MxsZi*e!c--
zlRx2%2u3s+5K1MQI)y{YdKfcR+QB{Tm@PUz+Ehh1kXq^E(aG7xc-1?*t4hw<dVda2
zidRLiDN%8^RIs*(eR*)a+@<~y97J7SiP(mF#f;Z~;;0N$hn9uj=(p>mj;Y<l!liqX
z8PIY<!lYpGC?qBxako>kwP%XdJKZC5D9pGPnu$+)05cVND!PjQzI%bqC7e%uW?H5?
z2JtSi3F_Th*%wS_y;qyaJu1V|4aGYg^@w?fD#;6JXvfWJ<|&>tFyxzul~)KTZy#fe
zCQLaY8)Z&Ey(d-4InVE3nmV+!lfN1df*XfF|E?R7Z_MeWpV|^pe?x6gBN4#ngHwbN
zz|q2s=|G@Lpp=Mw>=zwt5>&CSWN1avlxQ6$8zgWq4tmZ^{6?*M{`DcMG*<k=v35l6
zd(vyIru98tgmE$-&8ES*l$>N7(J+KX9B)g^nS#&%YeTz>G;%(FJxf45v>KgJ-`pCX
z26CwGscr*+)g8Sd)D;UG_-ug(TIygZ71Ji05bG|16;5gn6r2@WW7SYK9z;Vvul_sv
zhij@q;`Dv4lW;sY_wMuOZf!+e!k8x^_Ux^<0KpEQV73@}L`)&b0{~<m%I+o(3#o}@
z{hIqnse>L|#=Qd{Kz0KR*N^O{ohiR}W^s`peEfJKzgM38*U04l6e|TT1vIvo#YLJr
zBBM6A(}S5{+X}S!W9D4|GVG@$o$Jr9_Y=IZZctbkB8he!e#th)O<crR&sNZ7Z#mgF
zBy4u$@o>!3e(j}?Abg!qXF|O@3Od|%@2HXbZVA=$v{OYcP3t|3h{3*`)m}Z7`zrv@
zZ-7Nn_E6!9rmCk*3<-w2{g4C1hQ#Lm(xa8fH~9QBBDxv!{e}S4+UOV}-l!3J5*B68
z&6`l<i46e`!uFGFNRZbJ^rgBDCs_N`^Of(5VRdxFt>%#Hx}~AM)@c{Hm*iF8khg1$
zONbcChwGfUNVsGS)&WEyJXu&okx{0lpT!7fK0YJ8meJ^PaSPWWmN|uE<Rif&`cviP
z@p53!u8b|6ZLM)(eJXR^Ep74=v6Yxs%Fbk^;X;UQICM+sHd5LpK;(!vvNNZ)v;HFp
z&15n1{mDaNwOgIqQvrT!?OeRw)A@{;CAh?UG>|MA57du%3a(zJWM+9-^a(EiaUc}K
zGv+(cpyZ$J`p*J7TGAu-WEEq|5eUY*y=B?pY4Hehi9zaAeGS^o@g#LnPiP!SP(Wz)
z26t#{B$Ns9uC|}}JUGYjCz4x$twW#jP>ze%DgNkgf=?Kx$sTxXT+@<dj8^1Q6v$As
zSkcSh@52`Iu;{KG#noZCkUL?I7a%>|AmH+M;+|Res1Z{OZao9QD}yHG&v?%eyT_~}
z@TB}bZUsu@4wBZMC6UlBgmuh#xLB~7gj<zB^_IolKW|YPA={qDam4lnd!tJFcC}BE
zmiV!TE)q?`tRX%ak)ie!*}-vWcl43#DD3g+h!B_<7!c@)d592V1Fh!zRoR1$!71^T
zg)>U5I{bZ87pIS=wJbvLDheHW6sByd)3quoi0Cfwa#dN1*}G8gV4`3}*T`!t00eg4
z&zSt|heoJ@tTA3zxA#c&rH1`{GHEmgPzie`AQf~YmW4_6%U<P~h4puAH(fgd*zEeu
zJ{e}J6fuowOT(|jIa-VCwaOCx@uOBFFtPHWpATx4<%2o%36uE@@B^P~bjy{YKq@86
zfHWnpm#<qoUu0Li)Av+yuC=Ch!!&@4+FKGA^81jLb?Rd@N7oKlN`IA(oc=l$P0O-p
zxNbYunLN1wnPlwcVkDP%wMNhaki}Y})D-ff^`Z5V<t}CD>ga6J;uFT<2Rmml)w8Je
zontqjndjL;@-3Lba5A0s#K|QktF&@g(P7zXt|?!Qid~A0!cxtF1U-{yj5AfyG>eWq
zFUlQ|gE;IrJ0Cn~JfZN#oeeK7QX1xPk-gA3*LYffs5-&ZC!3pmF(LSo<-e`00z2Oa
znT2Xxg$&gon2wSj;fTPIk!s8VSEOkSjgxThTuM|y5}c2bLYpo+zzoA5SOLdm{nJ3*
zo=mY}s2n0jDYAH>j+{hTfw8%OxP)U55A3}zgw<b|aYKEou#8_cEyABIfI7^9x0XC9
zR+_K^u=Iz-Fw29FWHI`~h3wK<-(ZR)Xf1a{PoIE{%l-oA<4+B30co=DB}a#doJ9Gp
z#c)M@0lz-0jDflvCnc3d&{?zP<Kb49S%N5{B>@Kqab|cc@?%yOy)n^?q%NCmnd|_j
zG3u1E1To6YwwSy@$3K579YV_l5pdZS<b;zWWk#$s%w}Gkz$CKf*7}}jyunRuOHeHC
zc0q~E9<jC>Py!+SZgyt_QjNe4x(xb-aZtKJV_2`b>8IO!v#inQD+fZD2RIdjO&>d(
z^p#8hVJBr&GTfxypC+s$A3>og=sYP*#heA+Dq+w7&LHb-SQqb0O)TE##;`3fA>L64
zB_YQ-HmVd8M~2Ng4<X0u8f5Gh72zu<1}YD?@Oyc8RfK0*F!gB?;$$Q_Xoo-8E=}tu
z({KB&w8O>Az6rz=G0y3A;)HL`&P?k(Oi$(0LR*@c?WT}UG^y=UX*s|s_RlreruO%m
zFiW5zCR2)uFE;r!g|APWS@ae5`Wlc5WbFyi>~`g7qg`_6l(GtHcR`~~VUv~Z5gPmO
zHD^;JFLq`=dc1Tr)8_Rznm?*<Exw&2qBPM;uZr#wT>XAskuxmSXYuj=%djmDTIkCg
zqJ_L$*oScYLIb)U(p>u7N;k}KQlZPYClH<?x&2H7(w3y3PM!dC;HN_@GBLn~?3BV(
z9$9F2D2Ysqu8D)wr)xw+htqv6O62`cy^Il}<AS;k@irDN@lf)p8iCd@u&mUT>uU(i
zo3^dvlG-9#&zcP-jhOaK*^=jv9fP;~_Ar-VGE$n`<*V2%tho&!#O(S~O8fm57TTf>
z)jjH26mJptBFah1la@;r&oWB2(Sw^gu5n1v3l+kPBw{k`F_^OFZ}v1<Wy=F~_k>uo
ztIjG1Vm2~IAN!nF!cOF=q1kmb4KQ(iAOXfERPrLr71VH!26btvdeZqx#Wi_j1%w3Q
zXO`$(IOkmtX6HG`_(;T9QdT_(6{7QJUT8Q{U_9zYmSrs`oq{Z7B{zG9`<(KPA9b64
zbEBEZwjK>|k5QxD*Rm}jmFKK&%Os)`G}hpcgsL8_j8_QJ&T;5g(whgMJ)0yqFE#H4
zM$t9f!5EjYx8pEp^U$^;nvDos89koKL6uV~n1DcyNPT_fwy8zGBrFlfS|xA$C~EqJ
zEE=X*7b38&guW6*!Xy-n8aVQK=Ee_N#7zzO4|>mQR@O)xsJw5sFh*}M_(tIny)MJA
zhGK8IrVxJz1*M6B2Y>==Z592z2BirmK8}W8Cu|W>2~cU)S>m%$X(k~A0aT$kq<Z;|
z-Pehjd<OYQpiHs-BvyDwq@#l3;CW5VuVFFD`JCfrHq&kNzIEfBdxCg{BI~3{DZ^_%
zvE&t~h;X)v$gOj=PF>p);-UFFck5u8)HBY51#Y_v#&+!iBigN^o}LA4io+aRUNoC{
z%aPVC#$*D%sT}a*2Q0mUQ^n7|O4z!j69t{gvOS&atR`g7r5{nusbVx(JeGtPs+)b-
zqP3O_X!jL189-BoC*}P!gxfe#A+zkd29p<PZv*JPu0o*%*}d)}^?`u1P=6MV?mR_e
zl_wV0-LnJ}c}p6a0`Ic$d*(?+Xm)C7u!tD6XU5yJ%}zksDxw3Lc8j~819O}^ZoxRv
zz3%%Tr#Dvt>8lZaJO~&W8|d~dK-KR=M*QZ>a;Fe9TsKAPpMLMF;q<T*O=fkzzAW4a
z;@GQJMe8>F7)vrEq#6UhWL}q@3uljE3pD(#K=7-i?`Td3%mriHq%3oF+xs&(O?-yz
z3nDk-PT~s0xEfz1k|I1~8}>vQ_cR`9kH9nHy1#Q9Bq$;{wdj<tIW!N-#X9eeGPRq+
z8e{9z3R(LN?v9Q}2;hfjV;yD<kHA%ig#SYW8K1e4_HdM&-z&D;PG6dI*5Vl(sI-I|
zzG*_XBYui@^yG|U-7jp0=rp*OUC2wQm?BwpxeU3tSg;sixgy#$x|iBKsuDOLKIt8y
z*a$x+;ebTq#PTOsrj_)L+=X{#-{76mC<8zII2*Rk{Qzaga-?@-uAn9`>8ka#pF42U
zgXlW>FAk9CuI`&{h$@+{1>~R~Ni@K8>9<PvOiWDHxGZ0j(o<%XB{n4lNDSEk23D&X
ziMe+MQ=w#o(k~10kW}T85fZOZ!xZPId5VdjeM_w~%OfYKXqHg&5@_#i-i4=3%Ih8M
zsoEh(Z(?V^4L*7&V0eO4=xCN|Bbaat=i)vXDQlb@bY@Z_js<m>lC8mF&P7%uYCRS#
z&d<qWNR5cYzn}DZ6MJvF@1n1)-Z&c)GU!{Ck84J7bnl=H0UX(Puy^Oi4!>GRvPdIg
z#yaF0)N=4RzqWIfz4|9>H<`w_U`+~C`ytmiL0um4jcdW=EFu=i-qs{s7g#NF4KJ)0
zi^6OU6trr%{ax>Ya1o6~IwQX@I|KbDcn>mF8yEw^&q%n9POG%oy)y=Zw&+LgH7fH%
zN5$N^hwx4?cqh{oOc3}L?Z^q~sI*avXx_BpJGg1a6h|9UPTTa-wWzDIPfZ3oAPmBT
z4Lq!yBUwA3xcUretr{_d2ypK;rqW)$rZ|nos2gRa5VF#PYLhYQ_N!zXqc_56^1@IY
zGR1|hMid31O+R#R$tFpP{0yuw2DE$S-?0((^I6IIz<!M#xR>s9xr@DJ=;v+sIGyCf
zLEZB^eRVIK&&7@;;x9OFwbJn{Nc-OrL%~QPt$@PT&c|P>yuK~unsrlV+ABSeS817u
zWiNGeUwqFxhIV|VJ^D{xTtk0xngbGE_X|@RPzW}XZV-6XC6)S%J!$6f8H8ZP_U@cR
zHb4LgMDh)Mg0+PG1bN5uOO@#4%h=sA_xZz~0ofa!lHy-MbX~G<CJjB#U!O6T``c?R
z&^v=4eF^m#B$_~4mmlj;Sv*A&zTUzjM|%%eKp0LKeeOAyaH$F+YC+|EV@0GxvkNN`
zx@OD77a|-)pc&B<qqrxk!yPz3=!9&_+@-*?UD8$+PZ>`|qS*w#0Alf;(p!4hWpDwz
zeX=^_1?SC6S6GQ2YhJrf(3^0E8w6gM>rwqx<<h-8NImS6>N(5{?3O%erI44jWSiC!
zl?6=ohm?PDKchY*a-WG)We>FJJ6rHm>UtQ5!DJpGr9-~7xWNl>u7R{{;3_<QGdW4I
z_lC=q(NRG-xzm~-`w(<+2+klOhCOtckgp@Bud0FK#LkOua1_>|Bq>v3SSM1rJ7Hm*
zJ7;`^8`VYWAkO0PfpfW+rbo)~dX=)IOevcmIx2BgQJu3Mp<=ePg=*4_@kBmi55!TF
zY!w4!ci4+(bO|CQ<gk4_GTq5aXd+HNBQ4%#miYcsKZL#>n2^epnuCjI+-(py#co`<
zw%I^N=CrHZ^CJXDR;EU!v+l31EeX#3kt!FJ8z9t17sO@i>m2~97Tb*uzg*go6Ev$l
zC(8%>GioS*ryf>bHJ}RMMkwb3BuVvPUgn+lJK<7VFXiGAs)FMHClI;Rb#>Z{3*K^=
zC+mTFnCcl-uP6(faF2j!EW?169Q9^@HjxUex<I!ZL4qzzG*p?r*UY{Pn=9Hpb#Ei*
zd(6uQ2r+x6fDxlx9038?3=>-dXVTs=o*f@FVI*yH=$LEv9}n!lA|m!VE}mP^SkYtB
z<!4F5;FIoKvMq6`*~NrJPKrAh4p{#FKPYa01iHF+gG>nT5vO2t)^*;QWLFAjguSxj
zc6})vdUo%$-Ol@PyI+(>$JXi%4p*u<oNqjij7G-Zw(j=cJ>Bk(YHG)O9>)5FIJ+Hw
zS`RD<XJ{_okM_KdtX->zc%8}~ZftuVzIA)Ki+$4Wc$i%+kJy#eu==v`z*x!b$5h77
zF2D7lSbA$ZYJ~^!nSZES#uLv|S({L2+7$FU(B3C6JP833)@Dc2R+(3iW{nOtPON{F
zBdSf`NL)%^Y53sZs=oF8D$JR`{0<#!xNbVNBGGC(4RZ{8I&&f}OH);usFT5k9bY7<
z*0#p^Q&|9}QX^UA!dM>3+}G6eRj@1%nG&QWPi`S-T6a8o@OTV`*q}USQ8P|v=J&C@
z28G&$^(&KjA6_HdI@l#s%JSlz=%W4FggV&@T+b`tQzZ*)#08`u6IbVs4xj7ifG*!}
zmOU}+E?<K&%s@2t5AolHrZDXK@ie%bP%W!EwFCmf@FW5V;T!PH%9c<SXNfHWmK0;e
zANb{E8BG!LOR6@@l1&5(D9f(_+C`}A*KTHD_uvrZ=doqm7(Q+@JWki$yY1gQGg~-e
zAT_hJk4e2Bg=rRsWh@x!UVe|u8<?P~g^JE@@(f9ajQ{yPL+5fWC=gk@$35@TaXT`m
zG6EjK(kLywb*OM~Z_U>MKDtC6l)n2I9W+-pn2e5k!tyk=eQd4zGHBclOx2$JDL(o$
z-dVDkc%Yl~@nhcJ;riyC6sTu{&h7JQIx)RhmHL#9vgSMPg(pC(!iUhLDpr+I6iDvw
zu#tj;!YkMEL=mLY#HGe$V})3wY<UdR@Qu$ZI~AAd)KFQ6Q3qenD!CNXa!5NLErizS
ziErKm0HycFq2<yqAx6i!8K89}YAp5i1HQC;<37K+k~MDZ{_oX0Z3pr=v+W;TjYR8~
zuJmfYYqGvGG3ytfY@_ElX*JimC*s<1j@`pdMF*S4%c{#;+A7D-v!5fImwLL#b}ero
zDkU@C3!ATS$x@mf8KQPjvqH^Dui5-LDi{lzo9J>kE*-T}wd{%xLiH)Whjbf?$BJBJ
zM_nRnynCGEgQ|WE`jaXs>{pP?t;;#bay(#C0NW1VfwM!mP@j_&9ac8d4#(-*@|5$?
zZ^*6Sb2&#Yri&a+IeVV_KT8-w@6<&9Y|%@neatr(wb@mwQlf!M-6<vL%tU=W+%=0N
z_w-%cR91UYuCgYvfTvQ8&nv6w$z#G?!${!Wa<=O-wYk1R;ozE1skRb9ohp86fJ#{v
zQk9aQ!ZQ)vaUb@8NzqnlmDi@{O2nk!rAnSuZcW=JFqQkVD<`C8C8T7<lToNL+paCP
zZWO51T9Dh2M<`WMk$)x#C=4_B23lW8iCTAE$(ibwT09w-woKTbB*;b%et(zX$fRk_
z=;Fw!WYf*6B?;AsqN}IFVKb%uM?)(z@|M}eA<N|j$AStw=|k4S)WU!=^D|?(Uyou+
zk9#n6Z!))C6T3kul*lFcuzhR${g_mdgG*_B2q)0vT$&`;XT($?|EP$x6EeQg7>)8=
zB8jm&X(5Xuc!DrFcr!;Kj5>OF-~^v7c=IQtnS}TH<fq>G6)xV*HD;{yYHQ01(n{(`
z=Rrku^`nc8jmu+on4Z^7kfIYAwanD&NI1sGKGIMxz&n@!A@QE^5B6RGZJ-1&|0E;+
zU%q{h;BmUJ#>{}}y}%6?t>z?gQr)MFseOn1J*z{<?2r~jDL<rqfs?vmlA0NGyim&A
z5!7X2bz5o)VmDF)I-UcPx%^cW`ouO#x#~jJjqeTnzI^n7_#~j-tw?g8korggoONOg
z&BU-XS&&L)yx~VzD*KF%dJgI9oUrOH4ETG0T*3kt&H^4jP<Z+)iNMNr0dR}>hO)EG
z&Xo>M2Ar;6k8$i#WrY?#TvSSf_RO@up^m<>wtI&f`Pprb?v0J^9nj2m&xVx9g(^LK
zjcQ5T_xK{dVDI;3y9e*yB)9VVvHP$D03(Xy|9^L#04R`0$smzQN!$Y=@4Beb!Q1=N
zvJx^*?Tbu|jSXnWN1k_gP>^Us`r`{GB*iAja4O2QwRftkODoH@=IZUg4D^UH>QH^F
z#Pp4%thC;VVr_q&UH<wbID4XhlTy9;hP&BQ__YI+!!vqNinrX0A4&9V+jxP54Gu(v
zr-0i=Vwq;BA)v?1t`N1X9$0-g==xwp_H<~1JxGx?Lh^y4=AdI7p}n7;YlanoxWP)d
z7GnRf({g{a<70$zclyQpb^3~QKYP#XeLR$Ws1}o{cP2nL=|iLK?$U2-n=ga-r*C7r
z9+t9~%>=4pNmprwJXB^~^p!$Mb|B1CSv2k>&ZnZWq$+RAaWF}x$U;hH{ikE~cP76H
zpAzfBk0y%5SXapj+V!uzM+@Lv;*or#IH!(Cxqc0lC0Hy+FhX=9!;<7a(3OHD6O000
zYjto-(X|~Z3jH&o-1^dAAf|wsucp9>P^?Hx&G#61wWz#1EM<(voI;&3G@>t;2AKqo
zVHnk(YrDV*!@4Oz*hEnZLS%E}r@Vutf;wTJxvVczu0Y;oE((|Vv;*sJ4>=H)E{>2+
zOKJTgj0jaynQ7}*bls?DtQ$~Cn1?QPmj`QsA)yKR)}@WB5P|P?>zQmXM{T_58^w`I
zgzQz3F=Oh)qRDIU;W1(b`ReS9q$6Uk9wPY2P}`$rny#d*VxpwQrh-ke^*YtFYD&We
zGgK?lQDHg1=j^QoAI^|GoojjF)mwX-dE_ymV}BuKzxCvdnVVk<xQL3>kw*Q36QRe%
zoD&n8=OJW#2^SVo#)Fg_dMM+?A21>mUEG;2;6g?!CR`)v00rwNWM;*Gh==gmrJwHl
zI_<~H+xBc~X#GKHrv-T%Y;T3}fWFT;j(ZH~KBxL+)A==DEZKX!X?rLocUN6yV_2Om
zX0(Mh&LwT<JTq5xOFB~#eJA>aK2kXH;sEL(TYPfq9q)v)Pu}HTp+4yly)Fo>nuBc{
zvX1&|=K#Wr!3p*8GykgAkIAmI@;uiycAGs!wnytF#9J2U{q+f}ejRN)`iWWfn8P?r
z=?mirp1$}xB&3P0v6Hi-iGdCNU(n9b5+9O*9-kinUl2DpB%P?8t+T9wjR`)Tuz;YL
zgfNw|g^h`mtcjbVosEGlB%PA8iH+)aT8w`<MJ=pN81Wexz9lF^(g`>jnb<nxvvV+f
zQ>_imobZ{L|KU?Ju`n}t#%HGgUP-7f{_g`8rhf}Du(7cAz$gEgCj4(z`2W&H@eft$
z+gxWOb9_2kJ4YJ>Ye+g_lYi9EFfy=0(n&ZQSX&qg*qT|J;C~DMYrdeMojbl34GSwf
zJ`EE+8$KgFBRf6=Jw2NaB%QK{{dd#;a{U$KXkqVc=LktBWMKbqqgYv3A$fWK%QqbV
z(>2ltPR>H+29EfQ%-@Oy4V+B=%K2X%<zndkFJ;P(E+&7~{$t#KtNk|VAGfJl7(1Ig
z;cGFn(BpqUYkwpEZtUL>8{4<x?Ehf@QdsEe@mW}z@&Cj5w`Tn2`4|2#?f<9z<^5a!
zkwTBp%*>3>@tygMjgb+bm6h#Z<zMi3kFv0^{tN&2_^)mzc8-7ezG>|LhX2z3!}s_9
ze__^d`d|Ft!tpJi{$J34TJ}%-{@VGE_P@|yEB;geS1Z5q|FQNj?JxY-8-L;dS^i_$
zU;2OW|FY`ee1B#C<In%M{lDb>S0DV9`2Vu8vHmyL|AhY=`@chft^MDr|2N8i+V-FN
z|Hk_-uYHey5nCfWV+&g|d^$A?TLD`qi~k`0=c(~MQY{?+J=U2R|L6I@@YkFFeXX#t
zb~bVRKAo%$oK1vHz9oMTa%mG=GiUSfPG@HO&jG{tAm(6Z|10R9iw~rDxVAEcyYe#1
zpV{u`=^$%hXk&n5nAoBO33b7E8W@6cU~*t_^(^@~XbEw^Am~crLDB|ibzxp{0>YpE
zzzW{^0icjHl$u)L`Q|EBB>w7saw$(#3lUQn=>QZD**D#8Pggl!{67fm&=CtoW3F>B
zcM>>Z#K-lo+X^6K(FU6Y_)T&6Eky25&RBMs?$w`2^e-5OwKN?XD)Lb4LYa69ojsS6
zriwUD*L{&Lr0J+`k=aDFcOjv9#vhbSrp&eGPh?=#r=3$9A~^299^R~DQ0igAc38U`
z#(?6dp0<$}xv04ByQ^vEMO*wLA0IJtA`<*`F30N|G-|HyRA+JqJ?;}-DDa<WC~r^R
zWA#8d8)xOExT4s751Y5cl)}S6swO{lAwE8jSCaj?f1~Zzxg36?l?`qx$F$yhb&0X9
z|H8o*1mYEhZm0)YUh_w(GvIde4fh6(e#Ii6vE+BNKJ{)X40p*L5yTetifFDeL`WHr
zUAM$=>tF&kK&Gq@3DI(50HCp?c++P$?URb6X>DH7w7VLj#ZJJ}a6<@jM`mEwSZ$uI
zri&jy#j3}kY3f-9Ft$$`u6m_3%~zFGHcr;ubpnOup5!3^p7w}=AoHT@H;E{=Odr;D
zRWEVLYUVT~oRE(kT*?H63T5q|XwI0+F`6=~&8)`*!@zVv){}2@UEHwP7RF9sNV>4-
zqu?a{bW42!a~x&9R#ba1k|6O7<=bP%c&I5`8faFg5%QXO1D-z%ug|)&ZTaBZMuoya
z9fwniNe&mko}3J@Jp|IubN?kvWRZ17Nja>_0Y!jaPbS1L(Y~9x_RitBAb>!daSYq6
zwq4J2&1WZa7fyVD(iP!G@sn!Vg0-7JcR`I%N*b{?EYdM>qi|-8NBfbftPk^Y*v3-I
zha%Qjz(iSw>da(ATE;n}CQQIEDvi{3jFCeLS0x>~aM`+9S*xbHLFcyfbM({iX}3kO
z`grWnLw#V~Zb-G}5<bHrB_9M$qL4nqcy3(4=-eYDxG6-plygG}2K$&<r>OElu0zBP
z7~Q%c&^~MiIwXxG2L)>gb$-fT)0^rKk&&_4c~ZAY26bF=)-q&!%)WnD-hoPEL)&b*
zX7p2rYU$PT&Z6zcz!hB({?QQ}*EQ)j&uOS%aqmd)?ykNLKNs(y`?Vlhk;4;iNV)e8
z3%A3~o)P5f&ae_<@uL0p6mf<mlLfEaok&HoPXE^PJi_&YnRB313_MOChZ|D2ND2D*
z?<jHvreV%{UFI;k;pYX~L1U|RS<>--#{%kjC*$O*_!4f4FH*XRn<F^r6iAh9WwYe6
zEX%r#qLYg1Ukx2qGIO%#dYghaC@se=qMLk|a_fs%g_j;r;ZLcTU{|?8$al^?u|O{{
zxSnTS+JriHKUN}iDP^+|OWkwG^3_iubCeatsD=S8;dPo`TL27yMEA)gk9Gf%?;`C%
z0y3tBDV$HE^xU~Oja2Qbjw{(2WpN3z;u_95-5jvUZ!>@z_5FD^%D@-Llcbc>ht?2$
zY034cLXaY)CVblwS*~9pxu$(TPODCCrU--`U%M;&I;iS|16RQAP8VIM{K3vbAOe9~
z#OFv&J;LI^N&C>N3$eGrP$i=IOk}w&itR<!dD(O=!TRbfwm|!J$Y|+D{*%4SXBm_P
z4JO@!u!dD9!Hgkoh6?%2cq{w6X}#P@MW!Zi@-2+I|8bfHjX?5=s#zIw!U%yt_UV->
zjZ$*pSEPHT^j@}WoZYj*4p5*mt&^dLW5~UB)G>_0WL@}k&;bPHDc2unyLu(_x@d%G
z@@2yCR@gk*mwSdCPoT_d#i_a#qTuI#$jS_!m3^zOAWqE_KU`hzezsF=m{mvN#uTGs
z@LYB((Z~$3+0@Q#{`!{?13bsLnom^TM+{M;yylHJD7ojvE(10rM&B4I?PHf1dSP54
zx-W1AyJK;>)y<#WR;|n7f(oWGqvF{8w4I=_+v)Kvu2XqY0q1;DSaZF4yS&|g8&u6^
zvDe#*3E2`lxgQdSf@p<}LN^aXhd5kAqr)Rjc4(jKo2&}eL_`CFf?C0AHW>*&<1QH;
zAzhg2=aj=o;s_`JHh$9&-oqEpEu|;lm&KH$fi6FYu`sDSO?+9HZY@r^=Se7dVlF5q
zxTNN1%B+X%h#%f>Mb(b8LOS1T!q37ST>NwgK7<9sI;&Z0u-+~b+%`FxqPlN~Y+Tpz
zQ8!PCS3%53h<cl&7ac@rGJ>|_87@+SM_{P=^9V?Qkd=gCXWTi(PQ(=#K!K#4W9X!u
zvzffzzfUeM!Aem%mS#OL#;nB^NI3=>!eFCO!h<eK2d5mU;^}k8u={I-T$<K71PyCA
z2f|j#6B3YNgPp^+1>=6Jc<n3xvdbpLYj|)0cHuOFW)-MtwpEa=^|&1`g%fc1C*V_m
z3n4-2T<T!HniEoJ^a@9Yy6PUQ1xDx+P%>~uhnimaKBPTl=`T|%qDAt18JeTQ@aOcg
zTF1-S*jaYtY_Tq>=V%8kSSNk3!oI}qdS1+)j|#m}lQV}{NyUVV!i_B}Yaio_cX9Wj
zLGf`Q4S1*uusVZRI8Ld6sHl8y_!8YBCsNx$t6x|zNe{ubWptIdO8nL)sQ2MXnbi%D
zJ_?^eAO79tB*GXSH>mD_QC7RW6SrHZYlsE51pc5WNBw2>A7We1oYO@`ePL^jFVY;N
z5BS?$Bp$kj^w4%mGkmsqq7HUEAfKI1?>I4i0JWA=ea56y!yeaOO)=v*Peg^CjeEUY
zYCiVgw+MVU-S0cJ;3RRhD2(EQ`~u*>jNZlasDKFK0zwVrro|-QON8-~#hM!m8l>Jq
zB<Jc{Y2f0C$dVaz27&dYQPlw$GWA5#*`S+}d>>=dEZM3!&Z6`lpV{x%TC8v*@;2Y&
z$nSOA>3X&OG{@`O$DupRigPQ2Kg_DYR;IwqgOsp6`Go>2?A=c8BcwP=TBm`5ttR>-
z>6ab*BZx>kNN~LUTY`G~osED4-*|a$VwqC0yQS`$_@au09FsB4Pe+#m2B>`k2L=E>
zDbU9d)?7RV3KmUIU+!Y>^7~$Ed(jaYSIfrTL*0ZL7bVjXC$i_%-YvOnvz@p!fIx@u
z#K>ZX_5Gi};4No@CXopa%GtBxbI?lRWlw-VHZEg0q8ggq;b|uiLBsgOiidn*7M0tf
z{jjq&l<wls4C_Cp9zN7PtZg!JbW+oE5-_Y*XMdR)X{97}1}vK9?xdp5*3t&nvRbyY
zBXiPNjxSX}YW>tyQ6S#R`FZ1Caqyc$XYqalEx9>LOs9<}o1DCv(@JApkP}Kd&mg|k
zxz{>(C5A4vtO`Yu;P}x7QzCnJ*`ldO#?6_cMmAKIy(4ew7Vk8z>%iXeVT?#4WmpZP
zC#z?nHQ`S2Y~nlET#`0Mp@iRwuvGa=c0T;7USVxyHS&*?*O585X+%gXFY*Gm`9f$T
zXpmtDPjH(|d^+IVlOA(Cz(0^vK$8CRlC6O1P{{RBEmvD;M%Mcd#CFADe$+hXDQn$n
zH~#Aq&j4cbw(xceg)FJ8Lc9^abbE)^tgQmMK&nW~f_~_a7x`R(utGIr9xQJrm3R1h
zFg?qC{ve;kQH^rd&#;Hk(}-GEY;`G&QSI1k(Hz$Rr$8X)iIBR$m-C$Ek{3-_@^B@R
zQ@x>&eTKtQ3^TM#bo{-yaa0PpFkIBX>G6Tm%5wAC-_XuIelu6~E@`mMNnm+QhqLti
znk+urTT_dJo_wIhmCrVJ_6H_d-xn+dnux-R^rP@&%9r&DW)7=K1oq}Ic8=@6gs;i@
z0h~m_G$A&Caz#$5a*i?92^v;zQ^6`_JEWiFUB9mYR2cz%M5osNL6BMe63|!y-iUe8
zjJkFEAx3|)Yr<`vXE?=&l10>E0(}Kq!LZt^%~x-Sf791fGw_{Ln<FH%47?5M9T5aq
z-;4f>`HADEQ+0t2&1P3La~b-qmpGu=N!k(bI<}s)jNQ6zWXYeE<@d#IA0T)g46Sh%
zMcy?@6cc2fKSQ5#9+vqJN`LJ=4t>HC(kZJkcabT3>xmbB>$L3O1lEZR7ghUVTXLsU
zOO^HRInWotD&)q$)4X-rO%0?Xxma^4VlYxoyw&WttZwc(IZ6<t8p%A*Xj=qw1cp*3
zy|49|azlYU!z%i~5Jr=+8?AFEFVSLH&XKYphVK(rGH7PO*YGEl>vhi?E+T>LiVD#i
zw=_eu6vd>5-F`p)A*e>WnKv{-lwoPiAM~7Kt$CiK<l8x3o9rauJKom}sr`=9=&GMR
z{o4$U2PW57%lZ6JIMp;``iYCw;&jUN(?O#rrhASvi_=upaoexri+YYOV|pxo`l-`2
z)y9ZN?k@fJqxm|2$K+ftU_oE@pK;CVUO}t-VDe$Y4rp%jpGj7r7A<Fee}Lmo9Z>V&
z((UG;L}9K_be`~<$weM%H?E-OG`;y?4%;6hmB;sP`?V4d%Jil@jK)pabi1cG^oEzz
z>w@pyboXt7WBuU}#Q2u8I82><Q=Wkwnd>&g)!roud1vPte)F>N@;GSjhtCr1v^_L*
zX~pesJ3(?ibzGc&jB&&`5ub9*Fxh(1kv+zq%Y+%t4A#mEXJ0r#P8u9${<<WBGwPMH
z*_>#N)v9(aWEik*GR^w{>uZWN+TKKTvs}AYdOjz9rgeF6j`WJn;Aqk~ZY*Tn_2%bG
zc{UGkvWs&`XvtKozZnZy*x_^m-IrU_A(+^|4^)nJiDG=(;}(RgGR+<9#_veJ0qH@C
z{`}3fE5f2|(G~Ly_&lAzf7heVUtIT@wX`p5Vw$ZX38M-(4Nq{i0lU%XHGHA(<$m)C
zw<z!T!=oUwBr>;9#vim$C;LGlE@rZAuLs5bvk$H3@knT@Mi>jXR`&^F0sJ_&Z~?7>
zZ-)?D?-DA?0>nJoTkc^_ZVEp60DAeoK-n(X{seF-j3FjpFU&@ucmA$tNACH+TZMp4
zh2S(U>MP7=*?h#ag`gHl6q(nuL~EMdTb*FFN1dI+6)qRAFx>VOz5a;^?%vCgZ+OU9
z(@;eo#+ilmj`(C7Y+E*K*E(yv`;1TZ*k)kMEB~|y>V;;|4w#p&2ftWT;T0C&0;pGs
zzV{Y(8Edi}(xGdv7teQ1M5B$4d1%L`&lyb7S37?rV5ykB$^@O_A#Le&uF^Bn0qP*-
zX3n)f@EVPTc`!}3aL9fFv3F48GYuAF&^+2b9X6b`!c?PZK^Umkxe&!pYDF*4OTD%i
zvOR^+5cf@OzI6z5!?Fqg$yY9L*k{e^fyvLG9V7M+p1wB76-@*>3A<LO!k;zX{;MPG
zYF7#&>SF43I*0{TG~CQbz!w{iC*&u`_T26|7K2i&Lzv6NizA2m*v&8@=Gd_wU}^id
zTKU?1(>&QPq+<-KGcQdd#3_S`)sBEc$lko-1TBBTty`vMv4C<zQXa5Neh<i()jkQa
zkxd)YZrIC#HM73i-);axdcuuq-`D0Pz+RV&gnp-O@my%8=(ovP#iV?l7B7sQr{DL~
zQ*2UGp?m;C2T0IXTq54F`d`=ne^{f=;~8e5Z>eoC$8rMlbn>jvg~0lcSUTPTa6ORP
zl7`Nwe%ZcgKlz~Q`?Uh;CI0y&15t+d5$F^@>?7GjJT%xC@y`NjpL#5H#i$=KFT#`X
zG5o^jF%144lX<i3WpdL4OMEdqS8v?r5Em9oW<e%I&F|Gm^*%c<8}dl_OSelGbrg(0
z=$aW;GE;mcO|0d5Bpc%F(BQ&+y)+{}j&6?{XiN18Pm%@N!xf-A`Pz*5ml>fSkc4mc
zu<vkI!_GFIn_kyD(EHB=Zuov3hn$9fk-cDAvIDK-NM8oMvmr0R6YYg73#Th-Z7wXd
zmzwt5v@f~7bq|a)VBI&p*<p<kCt=9ba4Gjt>OQUpsGCHu@`N(9_M=3LzS+3Yi2hoE
z(9KReM0(`o{W%|`59ax0I0awuH(Ib3+J!RNZYnW>XQ}1Y+7T+pH@#1oc@*KL<V4x8
zN|`>=q+Kvvq1V|xrajFjKeSKRpR=5g-B$Q~fZTBHV0S?L=*MJz0Kbv(QP2bafT4fj
zwqJ8S^v<yT`O~H`l4-(oi4DaI<Gb_@<FNRDSbOIn*}ga3^OSAdwr$(4Q#Mc8wr$(C
zZJVcT+nD-&yKmp_ncH(`B5pi;Wvu)sWA8U3cJ5ryXFc!5)$y;3&*eYQKKQIlErX92
zF96%pwtIik<i4I>8*Q;u>T<ls;0Zd=Y{v;cqK{grdvXrn73w~`-`U=cv9N~hhHp(x
zW?W3M985!2VR^T!w`qsK&|wvUoG*ABstL#}47nDM+gFF#Np^-q8w8@1)eA*Iiu%Zt
z%<>dv?(;0LNHlVYo~>dpmfg%Z8w+8I6cG{QZ}Jq9IE7UdmE+HSOje3ZmBSX{REjbl
zuidiUj`--fI$E}puIo}$%+~xz+!=@7D_mVruWN4jg87anW6#_0&d(6eF)g11rIG;C
z!6<TLA+<o#1=!F53VJ1QxtPGCea&zDtmcyZ2lvk(h&K!7qpoql$1G}8F5l8CqkTwB
zUadE1@YXEGST*XK&Z{2IKqt1l=I`842!viLGiRmQb;nB7ewBRIM)HZ_4vQBxjAt1E
zR<mD5Rv$#AfC&~Xga@Sdqlk7$$V`z_$0cAvn%*MklyGla`W#+s(R_T~7PaNg-FSWA
zxPwXq1@#2%TYs^B)#>&z4M1tZiS{wK{yOqY(CxcLjb?kzIM_`ogIo--p@%H)<Nk9y
zQLFP6><TDBwddaZiuLn`Q}*0R9Zp9G!zZdIxTq_=bPGK_QJ{7lb`g?`oV-4u^Fu!V
zo50R1DE;6%+EU=r$`z(ZoOCDkf)KPv9McSdN009hVSC^SBE}9eJCwBV43;|G><hLl
zhIT#+KNwB#l&*wcI&n`dICJT)=NH!(A&Q=o&x8-n=fnrdsn0-8$`^?%-v_o2!LAxb
zW|Xra9$hC|H{>P8N6P-8n+0X&L`fYFr4>pk*i<f7<S(+EqoT0C7Pz1sVh*mY<=g_-
z65mMf{W5PlDsWcAJjD=5tB!PpsS4K2y^p<R3#E`q?6>TM`heSCv_G$Kcp}8odOP?(
z(~f6CMAF%{DDhN&2QI=?;_tbi<qp+~jAsU#i`|e~seeC4`{2R?s<{T&y;Dmo2cxs*
z0;nie48t*w)8@t_$x`QLA_pef$0IdOE{sHDF?da0((;)0u{V6H=u^KgXqKYf37C#j
zZ;_eyCc)_o{4owEXVsgs4@knQ&I>IQZMdnu)oz}bgSgcVA)Fh5Tbv-gpB8G-_$8Me
zLmL&PJX3UE=5NQ{E4tm4%;-CVX7cx`X$PpgK(Jf+8(O1G7)Gf<Z+e%1zFVLp0Z8^d
z+M#~2!pB}!KlfRfXkWLT#ECSpOwdabULrJAW4d;Y#TV*mMQoBzVY;WcPJwGw<DX{o
z-pdzquWl@d`vtyt_J7+Xl9_JprnmW~^Cth0^7V<8qND8<UWy^EL@W`%3lRR1h1nkK
zmh%R?;%trstOWE1+M*Nr#Jy_^(v{==BK9QT-SD%?7S=1`97+z?K{|8VR(a&njVJnO
zxXyedqdC=sc#Ik4=E&1|z){mJmu!#Yz!PU|rI3*%^TJvzIVyZ0$DAf!9O#!R-M(Wf
zd-tr*+qPK65R-W>t@4v~f*Ou^aV~SmHk2)W?9Q^NDry&dNRwaDgAkyq95hgSIVd#t
z=GggMl4uswJ>@(+`@_=FeFE90+AgVGUa_ijpm{Xy;PF@Luhgc7P0Plqb8B11=0toM
zl{<V*U*qH{itNY2KuUCEm$o|ktG1zy>~ox32;$*fGbk#H=^J^w6ce8Xl~jG@WtNGk
z1`yMIKC-nfJsWU=gj)GhC9J57+JqX{Fgh24(DK1ZeB?S;JT-}8404)V1{Y~q-KH2W
z72+3E3^!_og8o<ETmM^U`(~7G_~!7#DywS)@)jamMoGRk&e2SSp@}$f*`E61hfc=w
z62lm;5gxNB=^D$f0ZxJ>&U<a0%0W`QI5nzFJ&vLnW(O$FRjQ@p@lyh+V`1B8@>OI}
z1;5Y9cu)W>QvzjSH6fGI8MgGv@ZMomT-}|08O1C)Ez2$7r7nvD%B-@oxJ<WzgCbLk
zEqIg$83`{Qv3E{l?cqTJBAym4373szxz*UM$e0~RLcfiLXEN#WxIgJJBy-=4)*F_;
z0ILqt`MJdfo#h3E<pmheQ32R9a{4f>4Ayx>80eHTAWz5J6ZrOq?eO>;k%_K`FjmEB
zyNpAMSv5sOq=K5E$B25$7M{f72}_i5SKO+r(!|@D))8kn`^sDL2J|u^s21IkMR~W3
zLz9^eqJv6ATltW-jC(?6!~xINJi}3O@ahrmM9lpK^=1u^2uWSA=k*t-+x>DPGA?bp
zeJI_+h2EsL;<Db+uenCbPD<+Zn+!x5sko<AnV=9$$?)P;xl2;I`8H!1WNgf6I3@l4
z0EBb8X#d68+SNZ3p!?rtxm9zE9z?eU`K20bs4V9#F3yo{+M`dQN{nnY2lWkD31t{m
zZJ1*+gk|Irf^iinZIjYkFV`zRt4|q2HN88>!)aHhLdY=`#eD12x8!EmgKf@E&eFS1
z5+5F+BY*tuP>pVb7!K;k!X+}V0fh#fjjjh`FROG;5Or6hhX|b^Vki&Mxg;=zF-#ek
z^E8dz4xb->%{Z9eSd|1s_(%D?aDk2y@?x5A><9%ECM37V-JX?ftZ}O0NSzESmL)F!
zxphh-0973oftj&)UOJV$TX@4s+-)tFPoA(#n)_{II;>Kid2C6MkY!R)Mt|~I`joIv
z=kcxDahaf5E_Trc(BLd1VIyG!0-fFLD5PX!bAs^zH;>I^l;X#1K3^!2Kq`~|UnZ}3
zePMCr6XFO6TCkZ9X(F#yW8W@zv7}W(S24+w8my1iUAj4@P|5QP5$$ql@2w{si>RU;
z{ockSkTkpcT+aAgCL^+g3|!80v|Du5i9||~W4euoqCw;L&XeY4_G{572j2!Gu#}GE
z&KJVkMkDGmhB!?NZ03BA3qXrfUN@MZ(2WbY7`6oh?%>dClu@h&&cEtvyGHrQQ7{>S
zPI@pEgpWMFC*sOc)ru9cG(pW=6_CVis5)7;HP=H8VXEp2Vkd*=41aZ_cy&j!{G=IH
zq0_;_&I+vlmB-=tpi7jSXbMld5S?J#ft&62NmhHLh5;6MkO!ndHY^C5S`}t+^>#!M
zh{uLN73)7Vppvqo<>0m**c#S5*S*10H#a`tM$ppA@ZH%U36epkX-fNxv-PvxEyDvU
zXK?DH8_GYWFUMC!OJ_im9V;^1_%ct(o|82@v;Od2e`6=wnhnquX=K#mEN4|bVG5>3
z3_F5%0Vqg_RM$jtKm?{tR1qR;G*Z-jn?%m+7RGFbxS(2kWH@2LJh(N$!pR5iXtqc*
zT`?9qn6t#!K~)Xgt;xM&t#nbDaNf<s@`^&4a8D|aR(x1DSs)xtqFTdFSV9zYRwsp1
zP$^9?XWi~1ew1*J`FIST{y8V64ov&6Ifsn0(kt_#A5J%evq|Q0p7+@|5MR`sGP$Kb
z))8<bNU13V-Z?a4C-jtVW>*Z<!tvuu)5d+$e#@TdoaF7_iREaG993J^l9=m&c?CNN
zv4SDh3cg>1M9=pBYpmg4M*9D>D*p@CASy&9U~m2}nBd=VhJObK{+(v{m&f@(X$B5@
zmLEU#-)M$^ryl+@&G0V-K=j`MhJQZu{{y!0gGc=L*a9mn%MZ4|$nqc90_*<=Y=Qp2
zn6&>gl>g((|ASiiadQ7}(87Nz!~Y&u_*Xf9s`4MO0vr4P0Xv!PKcDGO`TtuxnVo^*
z=k)*0TW0tv4GaB$wUa$nU|b{BP`zh9uh@`Ykphk4XKfh^S<_~P5rE?+11rPfNp2Ui
z;=)Kn3zIY}B|$Q-#9I<AT*^c!9v40Zn-dAwm&BIj?&Vb~tZ|FHDQ8SHj8%>{m<BYT
z+?t<xb?vWy7KiV%w*dga2c+a<*%*6FEnLNG*nD+<r*SoxPX6}WJ%iU%r{O;pX`pQC
zvHfkAcs&hp^rb|ZO#{{5S;7U63{$Gh%jGqlcr(a>^YY1^oTj6A@#KlRvCE)$0K)rB
zp)dL#vw>q0K;wC(si?})aZzM9;&&sCZ-4o4N5~e~6}GK=bRW$4d=V~BwRH2|Q{Txt
z@LTo6UZn=l54&4!MkR5k(rB~O9`^m3Dx0nv-Qba)tQ$9!T<sa3_QqN;Q<@)JPy1!&
zn2Lq=<@)1$Nad;ezU%sH-Ou_ZzC9s0%MnbWRR&d30G8OMZiue{rG^O6ur_|ZfQob1
z{2<mSjd*dM(lFT$1n3rX8LOjoeYO9&W)Er81bACqQ1_tzV}X1a<&Y3EijNSS1-$Q9
zWU=g@edg<oNPP}fJ-#U>n}#KE<%VuY=sx)UTsyR|(j=)RChISM<5elrf>Cl2w7~(Y
z_{fFf7IA)ptzp*TL}3_v^vcxWA=d=zaWd(yXqX#?($qquGO&-`0rkn=n%yB(?7XMM
zl57R7$Zhl#JwY%>Q|Y2s!7lT_RdS&yfng2lUNH8_uQ!)~OnkO7B+r1TmdKb{gbwml
z-ogNj^0)V8kYUb!o<PQI<Y;l)jkL%h_E5Q7IBhf)QIueU92&g*=|TlSv5&^u&{u<Q
zdqkeq4T;DnkPiq>QzN)11H6$VTeE(V@Iv)B5}9IS$KQdFG3<Gjif2hm@dq8)wpi_U
zk(6}^*ZbtryTE0Y-w@*kWy-R)vs#P9j&?Ge@dEaF9}>;w5Z$EPa-!9CNOPfmN~sZ)
z(U%*mVeZ%?Xsyv$FL8wAQIcjjr;EZX!dM7&qT!HridM)QN!rF~_VQ23Y4+*dq%-9`
zDk-UdO}78Kcush2cts7<7Q|VSWj>POXArgfRu~Y$?hspkL+b8#_IRs*|H71;sZC0I
zV64i$bPUBjrSu5vjYb0s45&(uIOdRDGH6rpTb8@|(#}NDjldg}5mDJo;vIJw=M+(M
zrplq(o&Zn7_ZUUyP>fCiH6>NSDL<;nSgJY`vxuPhd%&QQN}EwJ72zM<Oxo<dA5b$`
z^6qSZ32H|&btqoh=U)BpKHY~9ePSoN8R%n=YA`Ap!*u1HC^KLV990meEWM;GR5O>+
z7{0vVaRKm-KN-m*0gdq5PZK^ws6eEH@YwnMV?UeQi83?Ykq;FUQ&31oGwP(}PU_)N
zCcTamMqe-*N7xH;lxZu{QcYzxk*|q#;~$Unjmp&Pu$Ie}8F#K!fGvVHDRfnAu|OzA
zQcN!{FfTQ(Ic`}oJ~JGr`Izz=cOxhZ*d>mRvT!#B26@y*tP&C$qp&a)FiA8T&m^$J
zy>6ng(W~Fu>GXd-M^+Woj>3MW6hoKYze}!1Y&n9fkmlVeC&{b|91ACWs6!8;9S}xr
z7Ea2?fKxT!F>6xtB70CEJre$oM5#cT6<Lpr(7tY{^Dmy0wkk3?lcQ7AE$^q8lNc)z
z5ocS5lCUNZ(d-4U<#)e<_I6g_%U)LVv@}Z19Jx1VQ?(au+0}AKa}j5$zI9Y`#cXpM
zU$pO{3-&pa+2gI)^KQHWPP5_kb7#CAytc$7KF$aE?niNgQ&T3Do0sZVY!mf1ePD@i
z8)%)VO?$5f7HTu3wNJX(Z}?`8<Kjs*m7sKS!W|w6Kyy2zVRAHVs+&zUOx$Pk_6WIf
z3|Y1pyEsBSWuJUk@f4A2g$w!W%=xx`<u>b82`{!u9RHlHoK{RJ*IIOU>T#b;?4Q#K
zRMDP0Zc7hX3m|0PqqI?gKOP3;`pHx=kL>!jAd*)Pr-2**d9`-MJ;HSD!I;pb?C_xK
zz<0gBWwy(~fbeb?3@lP7CSt`G`Uri@{vBSly$elSm^FEOvnV?Vcj3Zb6eii6(wDA!
zw`id!eSE_swgJ9Vf3N*#R(;tCYJW!`$}3jPX_R&ASRx53#6EHVZxUgw#BHPBc3Z2^
zz#PWs;<b41)db7Da9Mqfk0JC?&7p3MI&|SNx`@_O0Sb;evHQCyQ*Z+Ra4Z8x02quk
z-jBnrxxFR#Bq`&TZyICdp}0r)ga6M~RnTme^DGxRXj?^+aF#2LjKW@Sh%~~$LBT-S
zAQ`ciDIx%OEF@pfKLDrDB3TUtlf2KcvN3JKF=)3BS6+x2J5Hg%FW@Fk>Wxu+6Q$Y7
zG4A^ji<q5?%QaidW)$N&tTz5-_ErX1sA0DXO5eiH6$3sg0^p1^uSmi(n?6AdDNc}b
zI9qFw?37IjSXv4KHeIU^4@kHyg@V;*45Z*0S5**G2q5PVB{%)%^vk6OEgD(Hmi=qs
z@Pcq6$yTyaa2!SXhtr^Hx!<TmRzswDjMFO3eWTD9ydKcRQ7PF5Hg!(&b4xEw)ztQ8
z`6{~CNKLVH<j78rdKSecZ(Fp3xcPjx;7BL*>pCu}WrniU?S)nKma{;L<$LbDYVILe
z0R(Pa^V0_kN&~D1<!}A(Ei2aF69U-THFYd?t+o6mLsp9S9(&Jc**-(8B{}=)<)_wG
zY0Ze&%4j8|!xe@P*yquysgZDzq=W1%*QtORDtOqIRE}JGXN0>rJf<ZiLJi#R305@`
zW-fHKPP^9ENO}5jNJDT}fXe)vazELB`1J>3MiaaKvrU9iamcHyC5=7~x{rMdDrz5{
z&sQF{VahE<5(F6fr>y4qc>o7Y>KdcO21<s2605+XDK~liG>gy}r_cn(m4h(mucWd3
zWvX+)=b*2K42{1nO2Ao{Fru7F_tnX1;7=A2%4P6tdK|VrCQO19FCTKQ4pJPh+nzT)
zuG)HjeC7|^(;qlCJJ{w$g`zf`x-XhK2ATpqsOz=T^gT5D^zpr44IKJLx1C+RVRQ~X
zZHsD9<VYgZ!pvnNE;Dm<wN4tL;g<&_-gVsL*uMRF{u%POMGYL_Zh_*Uvx15@Za<$p
zv+W-xW`34ZVa#!V=f7es7$M}bDM}~`LYs&VT8dPyMSa#`86h8fclvu`UKWE1DBm3e
z8LX8zaUY@aPqyhP>z70KA4A4V0=oL_2ZPP6p7K*RIjFV{l5zSV0yIKSk`}?FS_0!i
zx6|4Xuu-AX9~kkAQiPb|6e!^}<a;nvb>C`5k+@z;8KtKZ^x>L5rc@Nw85}yIcMhN{
zrqJbZcQ$6~0X>9LG_*CaAxfZ4C<FjO10vqK3hc-_$W53QAG|eup29r2xZpLk&}~?l
zO*-b|p~%+d{e-v*cLJ(OCN6JD!}Zg?^XxU8u7eSDNyB$L1S$$pf(;d%J;BX8Kg<rG
zV#RQi_Pt$HI12n{>{*-)h8UnQOudSDP$gY7C9xB(TFLBQsl|DxV#qf8UKiUn26-MJ
z-Qy!nq8k(m7NWO%^KR+lDeO8$d6#U32#ps6IpcL9<tMuel}}NSnHB`Hnadv5IlfBn
zH|C-xK}*>}mF0;p1UJkk$R?Z-0F>`5>=8hNo&%uS2s+#?yJB`8iV2$+k^@35k~*-}
z3Y9t7x--T?S@2`3CDQOsK_}K*mnfIDKpV)V%BGrRb4{Ub9uL}~wR@3q+LV!?7`bi$
zFU-BIaSlNPy-!tX6Kx(hs^NCXQ&cQU>|u1zfblEz#%R+WX3ieto)X+AsvhkuFg3sD
zsyFwAXx>)jo%M|+_<{V6vtNwrLmQUu5cmQ6r0z~-#zA{s^h^3q&%^2PPU^HIu;-pr
z7T8ZN2a>0h=so`8o{C+{CZEndnlFY0+mxs_sO#@HjdR1`kdxn)6;QLcxLG>{6*%70
zi*QO%XGne>Bo-0~){T-Kkv#0u+icGBa(QG<fH!dC%5;kDaS}=hJ@~^paMVMoHIls4
z`goNQu?2$~k|XK_dLT!<yTf6I0dLqBmhfIR`H^BYJOI>U(3-v@t9+9=BMc+mK9$O_
zoxa_8df5h`N7y8OO&jl$mU`bjkwv3!7hbg_zE3Ejr!#)K03)klXz`}72kMuFWtYoh
zu>-!2xmc_Ho<M@V-d6#yO0#?-cPN?qHjI3!SZ{V?OKuk(U7&8L>6uLT<QHhah<vT~
z@o5}mqq?zkFpsEn&|IvJQ1921;uomWp2tCS$Q&pIY*q}Fhj~Zc`e@Ydett(SHTF6J
zz19mJXHAZ%@28Tm(T*^4#CVaSsb$nHs~tq`_4yR-akL$aup(ML1D^CIB@Llm*QH4I
zkdt;uwDW6%Hp3rr{9w-!Uh-${PXOd1hxO?2d@rwv*ZS!_5>ZmmNAiK{PV%}Kt9j1U
zL}K#KahBb(5|P|PH0dUC;>Y9-oUx=t4K_@dd~i#zPjDKc524&+jP-f6UZqpJ#$9`l
zB~Rc0V0zW%qUZNC%7mvN@AeX|8EYkh$#vmol@SWk2$KLql}H~@hPxQAZH8Y)l770A
zdh?hU$Ln&%Y=*Wiy8Pk$#m#&03Bipy*k(lAHh*YYZ#4a9D`=5GY-h6z&=H^n`vZa<
zhSysyTXz#CGw1Nr7aN9o!?THY=+(`C9pC5Rjw!6fFyY0V^qx`U?r;C=?=2eklAD6H
z-+aen({`Ce95c6nkDug{A)dHmxxVo4|FEfW9lJx*<BkrXi)C@o7l~9&uooOhwp7wO
z6fYHJHMU3oU3NH<JZIUjT?%%J3EM7X;7Yl5v%gl1M%s?J;wd+sV<gMDjPqjX=@g?f
z#>F?Jncjvh?`!SZ_eh$_TMl*zaW&|K*>ih~W|zs>eaBgsYSx)7K%5TChc!NlTWI@a
zwf+GOsCe@^89)z@3A9clf+d`WYu1L(lG~Y_vCbbX)<L!o!%9v}-N``QYFu&7jLwO#
zd8R$vOZ=YFfnjrsdGg^bqxGXkimZ}64K`A$cy)3(0=n}p)$yJIRz<g^c*$_NjHwM6
zMY)JW5TI}uT(!E{#D6?CAHj2OipG(9r-KrzL>t1C(Kb%=ZZiCR+5@jof@v{2c2$9>
zx0EU$$uGP{>MA(XQncd;zmlwMNumcGiy;k*#M?S!q#V4e6vZ?mb=|ff<J*6KX5LT~
z%$m_)=QrGyKkkJV-Ew_=abBm0qx$EGRwzU0ad5YEx7<rMq`K{$8-pS9CbXXSgFfED
zJKVj6>FzbFg)nW};c1a6G+vJ-GRP(tgmf*z`MICFUII+n{kkGX6vMK_r=q)z^@{RM
z#)e!d+Mg#)^JHgV#X-hSJla`MmKatGlAXUKn;4iE@@Q>|RloBME|J{6trnHc$}dua
zJwC9L!YNlr%);1(rI?`(cY9%P5S-l;%O8haO?g7?uuGNnm;xoENE7cX12*NRZ^M#?
z;VsSc8>M_7mO$P=9Q|jw;5YDm;V$UL!@lZk?D%l-Y!7m@$zq_m){bMCBSzifMjH?L
z)7GVNdc7Z!w{{uI)tvY0=0!!uHFBr=BACU-Wpg9Lg}dg#69EMm7kEeQV$pnYb79ya
zKV+nf@eD2uW9jaHJnBypdo<$p91w4S&g*6p|Ks*JUW7e5=F)1p!bfNpG~0gdH^*-;
zW(n?SZf@LL;6_eLWAv5<$_1f{#f4c1S;_MAwMMDR{J568V^#UB+*`(AR=_Yz$7dkM
zOTJzYi1`u3V@vGqneVEY9F*1V$KC<PulG}|c%fr>pM+p?u~UIVpqrYg?x{a#1Q;`3
z?9bD@0^8(|67OKu(sM_O_!=>Hput*lTPs>i3|CTNf82KZGecXz@wdc$@Y|x_cO-)Q
zuqTopouFHAbDmAeOC&;-5QrtBNtR&fs`N`M6l@8OUJD{!yRfgz?K5(q2c0>97>Gd~
z;h5mL405lLA_H4NIjU0=tjGTTBwLTY4|s=d=WgfRn$VU!7-1Z@B+!A{bx$67bWXP&
zSSjY5o9?}>^=h=O{bN^iKwyJ;zxQNEG(aDN(;bJk+-!yJRJ}oWGw7C><Xc7we~yG!
z^9FJ=1Kf$6P|8pHf54-|{<Rn16#dj&Q>nGvvHrP}(=ndd9slM4d=%VxT6dUsO>5@a
zc-(DT;2Ubb-Ue^X|M2)leeQ!|&vk(E5Yt-?S&!Qe6PqAU2NEv-jdp&BwQ*oKa{Ipj
zVmHsuN&uV!f90pgWp_5*svk^167v(+_*mQ;OK6I`6eL>CTBc6u2eVF0FG46#xK=EC
z&dIV>D6*uUL3S)~NdoOsskl`3gXYs@F;CI0Mwlx<h_IL|R$O?PD#?#5t7^?YcRzDK
zzi)nKckJKt^b9z`4a$ELKCpqid50QKhWy^q^^dN&AN}1e^xgA?*UiUUK{WDX)IX#l
zy?Wna?J>PqJ$@j6AG8ctJ$^IyJks3S>STdszHTYD?{6IcM96O1S03|Ky!~oFP1Sh^
zH<c91DX>dkGPQB?u59PE?J1Z^P|l&Kh<;UeTdZhk;Oy!50naIK3-*kTqa&&TqO8%4
zC-?%|%S#MxBK-EA-au};`v}T3^;!(~c)foCam}VTxUY#N92`~nvStKe2qZId6>H3;
zY-<lLMY}x?g^&@<G*VFXvKFBH(zfwxIQ!C?Z;*8;F)Hj(9CP!UGwKZU36SUQ&mpxI
zzOj2jeL--g`k?oTZ*|I6o!*a<HR#j{e7=Jz1e&tT1Sq)i?hb1_sbyG`$1s&{4#~ge
z{K9`eg@<!VuxX9JVx*k>$p=u1$eCK&D!AjK>cYxTc|~RuN6IHfXi{*cz2}?<DI>!e
zUurLKxOL|Z9Kr5y1V0cT>!hXmY7`bjxAnCpoicmp<n>_deZHfy4<M)AZ>;X`E^zO2
z<(Yr<t<UTr(2QKU!);vmL}lWw5X+bVaTbx_?%j|8Hb`BBSR|Fdzr$EGsg-6@PsgC1
zg04^Pdyl#?Z<Hqb!I6kDy!|Hy?n}954?)8)s87b9p3MBVC%jT2t{IP__pXYytpmm<
z$*@+=>2<5S3D!N*@Q4E7h3*R4qPkD!jB)2<>~*JC@_i#Kt40>BD=R^IO`1ScUQN11
zW`rxU0k~-Y$lO9ufg9V_#i!#ufjvcQ>N>-$jQc1(wp4s=gx8>GP=qK{a=&-o*?Tg*
zQ*nA^ex^+p46ibFND}_~8oZ-~dZML@)p?<;&Iv@@f$Q}l_-SEzN1YQu@QhZ}p}|Al
zLCMuoj<Q>$%G#_<6*V>2n)4anCCggylkL$mpld2p591AT6@a!z?uO(YcS-EA!&mcG
zvlhO-aKYjncHw_)6d>7`99%DQs{B+=oK#_yqOM<44`qZTs2k@e)B0{tTl?EJc@EE*
zPrsmEg?adVHO4I5+c%e5Lq!&IEyh^diIGfAT0zgjYWi-7x(B5h)pZaLLJYO_lx@Id
zQk#BXhgHgg-t7f$VmdDpAwmC{AC-BexQNJPgs-2e?AX8v(O7k5o}8&&RNkG>#!Gj_
zeGM5S5d953gfv&;gxM~a8zRd;+b?^`MKq7$2bjUbfd5A_M*RPXIc}~XMj%`~;2&8M
z!u+Euh$LG~VNE0n_<tlrEbxz5;(&j&7zol2sP9+H{4@B~@qZrl@TuXGNeS`)QF^HF
zKQbc({82sxQXoV>u)f95@TV6@P5&AA(lV|B|A=K5<R2{ss@2S(7ltzaqk7VD{C|{A
z9`K_EB&kkhA0TmvA4w3A;QynjMBg8k$MBYu1?X=?3L(uB7p@ZiqkNMHcaJE6@Fsy(
zd@J~7QY&~?aIC;82&_Pu{$*j*f24|}0soI=j2?$^0+4TC*$$6&FrCwjwO{Ov6B>oy
zf!p%DGAk{7lBvyof~n2;M5fL7Bn;N&Vtt(-O1u)m(UJ&{!r1mv=)rklae|KWL{1=$
zPS#mY=w>lD%&i?<BLxh%)S0W%St3N&^l*=J9k$v|I`=9y9FwyqBU|WOykqv31hW?o
zfyXo8y@lnU&NS)Hhg<);&Rh-l*eqLDdCYWT<gW-mNQTk|pEwX;))>Pngm^Ec5f8_*
z%V<3M;nqP80ruf`rkT+FT_rc#fg+Ssqg>W^>bK>Wngw(O4Hr-#hkhl<yAFcSsc%;4
z(Dw76RUK6piaj#PJi}UPs|0jd2-?K5`T45|(Hx+a+y_og7Z6apVsuj*x-u_CTpBI#
zK&W~J=&2BXZsuKNz?Wcv@l=oew^oSJmG2@Kx|?Rt=8YTyHV9V5i!WR2m6rk*{{n%6
zQ!k4VU4D)L`asMQOeXI9k5AIN4n~<wI8Uv$;)UuQEuu1%To!TVLWN)AJvL&yMlJ<d
z(-p#X*mXEo?{{?A(39)RB$wXGhnstEITF=w3OqI%qfW`*?R%}Vlh&(9-A)cFT|V7e
z53vsXbHv)uWBA5#+;bzYU^tUW_V3!|2nhs)g5C4IR9AIwf~PPc@6D7whPwQD;sNF%
zT5UuL#}^XrAl>kg54Ws6om(0Gu-sMa>e5$|4$9Breku!4@kYisuhi{WzM7|(f;#Ts
zra_U<Q5^fZbEX#z>yg&Os0B-A_AKq4)u3u!71M|I9KT`F91zr$ysNC75Un;yOVrX9
z@+3p5J<=!@N@sXQe@AjlUp#X6A-=zx_0!@Kgbfsb#(Y}4X+DptU8XnlTCkCd8<fs$
zEv1cOS-xMWoA$HDgDFWRPQ&h3PfZ_DU`QUGrnj>!8L;t&iZVKN7x9yKxtx96(BHD)
zT|YjuK2>gXwS3e5WCb~Ieck`nux{!}S<R{US?9D8Q!%b`V%N{vvgJ*tq=$2Wdq7hU
zsNYrYi__2c^E&G$THuSUJ?Dh(XamqEE``>w<~1m%@05E}Mqe&PMEe!pS~U)@c1#L@
zgI4Nr&JLzxCslF8{~d3BhVD6BeU_@i*G2@&1#0!Jh@V@qE}gEZz`SH~HpuBHCWuc=
z?Fc^9ChJ06iaUALj<Z)2eDT3<RDv6^u)&azxUlF=Ra}O{koCR4Ev`#8b%~DE!%08S
z8f$}v?l=F`wlDX3F*Z=##>`ucDV+f}9}>e|^bv;OQE6Scjca?(mg214C3UZ|^g;Jj
zQQQ(m2;K9(8$%q+=}93IicTgOxVj#ultf;x;(;TUAHI1s5N8l5oZ_05+P*c~VWSL7
z!v<WE$pHeZ;9iD}C0|yGJg37>NcqK2;{D4XR}%4l(iH~<Ar3MYzILCRX{Ix0-({pB
zZB^bq<Vwag#rcY4%8@5IQU(s=RGSDvcit!Ad|*IZ>XyiV$gP$nn<@`4Z@G=L&*79i
zW!ixx9wN@Nef0VBVqP{@v8}8{(@^N@Y!J755pTLk2eK+_AM0(RVR!5N(?vPHxlC$e
zDH}s_DI27fGGENGy8k+|qMd+ux7@uZ2j+P@uKBkL_+EA%a+8$QrdhGGiA^!8j;lkM
zZIb3Z`&-&tCxjE74BEoWz$QZPv4m88jMcP4m1fm?XN3jpob+W=P}=&rgSrI1uX4&f
z$7sHFT0Z!itk}rI<q>TnCMp33H;!p~VV?h(>}EUQU9k@n{(Xi2!U-07%heu?H&8E+
ztWHhL@F0yr7X$m`HJz;CgS6$~XJX7__YFHEGwIIw$nJ9LMVPM@w5>2JDQgHDQ3jH?
zc+aZ;O%lx)WmSv~#etb~2Yjw9?9gz%Yq#7P9bD*OMy8pjYy*ix%{H2r1=?qAZ8O#q
z>TcE(kolOk1x8DvX49pz)9=7~N^N1m_(ZT)z}HYuymwi{^=-@~+cJDUw1=_Z04hf?
z??+v5TV!+oofGQD5$JVC+1DKb9H)*unaXl|_3KuUSe>>A31F%>+j3`28k{#^HWOh7
z_XkRF$Y;={V2D}JZ(d;acS+2GIEpf7MLIMO<lT5Z@NX2^YcWcI+>If$tf*HI&(H+}
zP=QaW^&Ke>b994?zwNcg0>I#Kxm|B|`u@x0i(r%(!ImzzKW!20<#e?e+xG6-hLT~f
zBA>T%&FXO~#HK5|82GQ_`RvusEE)eZgQZv-f!C#dkh{^}L&}$*-sw9Nv~aUr^#eJH
z>wSjf+a22Z0*8JR#%HRyZQ6MPDo$;XynFV1FIcoA?u#xIQY&Ur(v-0R6X+O!f$JM7
zU4yA9fub#k%pe;e*{@+nBl`UX6#adWsc8;|bt9SGTNy>6W)n-@%?yQ{aSf?-BS~*D
z3PLA_gOo$WAojUERck@TT&IY#VU$lO-?%F&XR&HKNtVae;zN!gharClPYN1;eYEJs
zrjP0htBM^QYG52~4%-#b?qM;eqkKh*3U@=lMU4K2-yZhmd1gXLs`2^ldS^Cw(ZtfA
zN1bs&I#HcYZJ0y@M#yTcvRoOyi(JL1MMWc~vHmC0FjCZwzF9A+T-%`G-uPvRlx&3X
zWVk?@E@{=%&UmSAt<yXssltS}s${xEDP4yGvq*`e;sF`3uUVtn;9!bM^pLRu(x;VD
zl|e1M*-&+on<_aCXkiG1)so#R(3t7MAP?SHlw)Qx-nzP`pZbmOXY0;t5j<6tj)y@^
zPJia{BvcH_0d1I<cjxD}{w>~1)$PLSGv%ka-NF6tAk1zU?OtiO@6S%eZlyy!RlsMm
zt8OpCFNYf=dF<^R-blEc+k4w)UiS}ITRvtSPXr}z?}+=)6@XuBmh3A3YhHu(zpw!R
znb(jI7W_9}gIdtm%IJSU8w^bUBR}HbLMZ;l68r!P{~ki|-(wqW{|ce_KaXwvWK7U7
zv9bQJ2~5mC(GCps|G%*fmj7IU{~p`;e^ldt&u;vywEw5s4aR@P4g3dX^8dzeFwt``
z{xCHE1Kwcf;P_!V{!12s3WT!C3d-N(t>-T><iTA3`w_U%Z~+A5l3#ZMgAiI`i;#?=
zK*8h_40il7$V~)G@KMD}p{z@lcTxA!i^I(M?8@hgDSPk{0{InGq*Za>?S0jxr(EY%
zPTO9`nI6GjPeH$K`V`FyqhFka3%}#9K;i#pbr>?<Gv3L$T<L;iYe0>zPqu+XLvNpf
zeYil~+>MXrq(5ue>kzMOGS$dswc(cxKTVsh*8tx6BxGd8IoYJ(S<59Y6sys)eSop;
zuRo*r1UTG79)<jlULC!r%za%>t1&ext<~hy6JzO-x@SB(elHy3T(>RiHdGbWd5U~#
zk={{<)|(jf@sb7DKXRb1{qp&`xcI;rBBBB~R?JP?_@LoT6~fwTb_ZJjwfws~a;f~O
zP@QfP<BxmsPYZ~gHIN?9@Ap7G5PyXz#LPkBOeM^)JIdj{SpG);cwTfuZ*X6VE${#&
zq1bR#@xGP40LF)2w)j9}M1O=;|7i5+<j@h1Rmy-$G4)_7Mwkxs&#=Kfq+rQ<CorNo
z3!DQCem+lMxFIy0ml3VZWo!4;0GB_&D|!SlSW{IG@!`7q$xiS{b`tYO{!6F<3{Vku
z2pfN};f#_Jv5J$T&7}LR>LPjqPX*7B22)qCE?cJ6(RRf?tsmahomk>4Z4p8&getXF
z7x8!~8g3Y1cani68)bdz@?DpSJHr@phS3x1(%W$2L==m?suWEYu+r51Dbwf<DMveP
zc$-l7P>#@s#3SUxXY4Rp9+HU*9J9%mF=74C+6m*xs(LqGn5bOB?M2fiW1)+WXAYY;
zml_^~+`ot{Zh5{)^ciJPE7VoYM3-qAo`@1LhUZ4~B8Q|sDf1A?kjy$nrj#O<5WV=f
z8T%v2R3n`*S%u|W;5$-RK(za|*J_9{NLLmOx>h_lGzVRYVkf9o^}t~F(^BWf)5RU^
z#N|$>CQ&8YHdQVYm7*4u9MjsCHT9~5;D1^dtu<ywAF781ln(MN=BjEgF#0Fg#Z#Ui
z{N^a2d{pOANI|y~4XfK=H}0g*NGst^;Z~`1@5;GC7flPqrZ%dAQ;^*cHZv!>JT><%
zoLw*)i(@NN-%7cxSAreYXd{m~2>Z|iDQ~g};4J^jr(6>GE9){x`w8}29~grz67Lej
z>5`j_N3L>MRjr~##mc(QMzaa#x0%%72%+Cex&W=ZpFw9#jQYJ7drZaP-z-o!-;#^I
z7z3hoO@{pFy+m2W>5JiU_B1k)dL79_s5UCNgCKv4d``voQXNVW8Rej}I`_P;CZ&<{
z*Eb+94L&y1)VRdIN8a~kmwr5h6?;QR?HjnR#cq<^8C7NmbD{^Y4oCU)v8ht}DGfKE
z#;ivMxR#BvDBFSuiMveLLn)<tmsEBM&?<PgUEBs_-9k9r`KxkDo#b?e*VEI)@HD6K
zQ(N7MB8ub{#ze*qA3Du--6;q4+HqX=y4eh5r8bm0Fb1M!7XInNX_bsij7_4K1={i}
zi!x4fJS*PqX;-;ir@}lcHS;3tRnMnArxl{52)4vnOpy)4BqrHbu&iVmX-Ak28Et>L
zjlGR|>1j6HH%6L;nk_n7x>9(Sc*ncfzsTMd-f21xm%>~zhflcnOH8|@=?RtV)X(7W
zdGjD2IGO~Uzomgp5Qs+mjhw{s)bP4ADz8uFP~86hVfn!2N3G~(P)=2gL^WZVE?<60
z_G}d}Ek&|OfK1eB&#9X)#XqOk%iLJPF;+8PEY)WtHEe9`=Zj)+?SE5C7pXLlZ>Q;4
zLZb{4?~Yb<Le8i~S)0$8GuG$J-sj<{#Ig5n)$)&UjV#Z}XCXWTEmzmdO}9LsfW=9U
zTh>@wE8kt*PD*Mm%RzcKG-?&rBfDxiS0j<+M8_?Fp^bZ8H)K+Hhr2k0_BIA~@Xy|@
zjTTH-7|Iq~{9M{+gnF=l)fsBY0)Uz1$<K}&>%$sTdE`EeU?lXTo~NH<VW-2<7@}&%
zdV#;*3$^is?-HU>N&cGuv*S`aFXVQnbx_ibC?e;UI?Ro|EF?$4BP|APU=&{1H^et)
zW_!qRmvxZOZkgXShHdLS1cE_H^C$iSWt1{GHHy1wadU*DGt5XMpevg?@m>ca5k8DK
z-D0ZEq^@mZ(=?lYX2V^Nx5SyL!xe7(cKMGuspTz<H~uo1y?Z|g-)$sen#-y*iw>Tc
zf1@Zb2YqBGPb`bLA=&Y)6v486w(|{an{UY;8Im2~3I_*3=Dl?GwFsXOefsa5fGnet
z!}=614YL^9$_0npBy^SD`!l!ZKyIz+RGVFbv;m7yD($zhh`$qqaE}d>NbUqGPxxb;
z{KU{9QffPv!1vBLqZl+rzd7r6Bb-kRx6p$A%>1Dem01`mBC!?H&9^|deFC@xEifDB
zKARO3#b0Lv_i`Pf6)A5cqV-nRzOV#(dp_SFD|T^Io*BjcOQds&y456gTq~PL&^H||
z5dA}#G+8gStLX7hpiX`2njft!u9Qd^UW@8DXPBFjfXg|O7IAIno!SsBre$tceQl)m
zMMdUV7k1!mO1>3EZ^Uio9=#NqV6!-U$uV6OnQVSD56#TseRc$KA!floyQM7HiO-8h
z@4IJBaBS^XTdTuas-v-0dbPqr=KB#b(61c+k!mNJ%VK70A!qn2;^KknLB@_$-_;Rh
z7~^6{i{)?#`{(F7&Ud9yKMxS`{Yv5HPGA0NSynB-BWXbe&rd6a*u<z!Ni15*u?Yea
z^BZsZ-=au!+%7KCF*{iq=(zNg`(}Ov?IQF@YIHXDvC{G3chFj|z>(`I<f1kv2D4Kj
zGo=<2SO{tg%P&6YuhTo{4=N*bgeNxg$@?gan$Pc)N>GaX600bxRPCL*TuoD38lq^T
z+`evlOnYT|T)E7o(LiV@77m!TjF#3j`Wt|Y46-Jp)^!?Sd2!_gN1p=a={MMp%3a>-
zxtGkXHFH={STk%9F@<_nRHbdZ*)CVnqRxa1#}sNhAUBvSJ7;wiy9u{UGm9!!0eoRa
z=)+7V-COLN&@^8O!DFR6U6A5Mi_o0XH!r>tdzKHrHlwpthF#BAF&B)lnp}nMTO6gL
zvRuMJPp2XMEZ_?{SU5J2SO8a|aEMk`ak}i_GG;vW&~sJJ;M!6^z`QUa`QfA{?=sJq
z6tgxHTj!GmJ5=ORU}%K#FrM*)OI^?IN-XxKjlaw!Gct0G(?fq7Aev}owZ>hlY7*PL
zQK`?|)5v9S&rZ#NL(|)6<JFiuFl%OiGwqSy6HBnH{%uBq)*Kp=Mz95TfyC<}ew&aK
zd=EY_jr{A4^Fy1!gj#D=8W8m3f!~1OVL>W!ajME0GS97)@tDT;Lj^EMMK>6)HW}F(
zNyS)7$i`sl-9-%Y$=B29df)j3`wTy%Tcad1@AIX$5MRJdi3%B7D%UXV%UWS+4nHD3
z)fY~gYb+2ckcc^J+D8*s;vXIz=v@gf(6GRLvk06`6V$*}B4bL_G=1DIh4s`?`1Ssl
z#jNK$(h%HCKWa5s0Umj#8hIRPOR=H+qdt{_rKu_7FwU+;!x(G6jOkv5!L|{6k?kz>
zjCJJZS&f|9VYzn|1-sV6k!-m1H1sFbS`lQGQfbMT;E@$JuxRUO`NZu*b-_a`KcJpi
zY)_@m@3mHB=3H1mFDXIu>U47ej*Q+*{s}^9`juWGrnX#=;0;Fz5h815Nn(+Kn9R{T
zZ=eUU+rw6`G8p$^p(i?;<<$}xOR>iTvdNwzMXNr-o3rGK0E*8Z%I}dkAJ6P_kvK&u
zXR<!WMCe=Qk%4mXh4KMSsJWk3NEZ$p02K&84?-TO((b@Q59Aska}ZOcGdfln&h2^D
zWaj+f*(x93h$uF|Iqr>?W_G*`1Dx_XypCyB=a*LZGdqg@X4i>rZ)*|t+>Ba>IoQRc
z8QmU>T{QKmIX~(Hz=cnmS8!x0UjdnNy=`t*OcR@-jXa0!IsS@Jbx1elThqykfo$ET
zZBMi_%eugz3C#J>T1VM0^$-r2n+Ao-6&WhMjA$<=0yMz1T2m^Jhs*~`9-vp_rqKDJ
zHU`m5kA*5Gfoeov8NjEwPbrXh;*^b?U$#KkoZU-*L7%8lgmK0Z%L6X}pmlV+1DV+3
zfIWhabCkz!;yyX1A93l0E(@U_YWikGXCfLS-+P$>zGQhoa(IiJYC)RF%mE&x4&VFg
zsv7yfD3Z+G5`*uX46ImYX<A3LPYO{tLtr>mymF3uS@A|kaIzit4vtrIXPzVO*YNsc
z&e0dZnVDLEdpO5pJ~@s&pVQ`x8U8GEgKnt#*6eC0^#axU0AWXmaiqpLQQ_dCl92Rn
zN(m6W@AzMjiTD#G!ffv6{&GcO2j+&o0BycQuhfdXolKyu)Cl<EJ_2(9vb^P4<k}nq
z?uh^%L9{&@2{q)QhZ>!|X~vcwTD9_~o7A|~xj{{hnWQ<2q)OZNe>N>jdCl}ZreGX#
z2ufcAvvdAKC33_xqfR-XOl`z~!f2XiTa9eXxa-5)1EEIx+4p|H)~^Voh})xbWT3d0
zWltS%Pl}>H)wJGl^QrZatI7W;iB_eoRVG^(>oe@i_a4kCI5W{xkn5uU2h_B%giO5q
zIAIIHJj66rN09n{QR;!YFfV%aei318pTko3J~Ii9bf;PAP*{8b;s-S;zwBB1ri-QX
zn4VW{<hzO7xs05J$V}?QlZ^QFH)$3QkcYpHjy&tZNkV8V%2iG{2e4z2e#<>oa!LOn
z&<c`B)@{~y(HnT$NdaK_OB;5<(yYgCQ>`3+i|i?$j!5@cC-1>JGH%rVCb2f+{NXt<
z<H;Wh@gt_Y^^9oGi8wX_p&cWD70~G!Z9H}{po#=fCpQg#f>F?v93;218;7icnGH8L
zDO$fs_NE{Q7t|i5i$kZa3zO-X%zbt-`|N$}<LDgng!}hXip*V@xDYyho4wyNApZQ|
zPoJ{50=Ug^VV<kz*N@BV9!rQGHL5nx7I=a-4bNj>7g=NJ<@2Aiv{0>0%8PSQiAT!{
za%fIm98u?2igF|tO8L>@Z)G$gcpJiAP<ea-+j*`5Bji%NzOAUU$W4jOlxPwP%Xv0}
zHOcs74c2f|YBq}1?#OLd5by1G>@;Xj4lLFRd&<)eNdn_H+=2izIr0;*t9TKQtvUkr
z(Vr{L^ODmb*;)BdSAXv8La(<<6x!vA02z)D?H9<6Z#9IW&&;z!fo8mbb@|jMJfe=u
z4+&v8g(hFQiX6DvMfVNjN~azTrWE34io=@3>W;6?k%Tg&9=BRzncQl!kmV9M=+@P;
z(tn4zYnE_FT<1Cx_I*nwRwpXLS{PRasGJFfy0Hys+jmo`6JAHS`yjPJV&7sHk>2w3
zHDB*`9HVFs$-kR-Hv_)bA-4I@9a=mSiqaT?>(oeGz<6c7@a}RBZ9{zMBrCO}j(B!L
z?E<Y}>2!z>Hp627KF#o7pO?k3|H&KiXxrPU!F%4KyLDMKq<G0In2-^tz}H22OtNM>
zjJV@?&Hqbs=0y>dsGG;@9f<wS_(GqNJb|N3nxR}=yt{D`Vdj%Eo~R2*1|I<QRLY6O
z(TVw%^OJ>g9TRE_YL%lmN!J@7l<I-EZmT5h7B<culb-`t-3`hC`2lp_&F?jSzgY5m
zTDz&A1Aop08~GX4cYe#Qmq)dxhL-U5;UJl_xP7MOP3o07$fpyqf^zRFUB)A6^o=np
zHCiY7%AN%>J!)%kMURu1O&tG6ZvMTO0<5QaNf7o|RO>*1B3&(j{8E4;W<Bs7kRC8Q
zi1sg=@(K8e{RhYcC`@lk`hy5$V~BT$URyt^Y8sTz6{9!hQlBC_uNedPRDzHj8T9;(
zk(}b9vz9nZv|TMk`KLM1VAd#SH?KyiFQ|tMdRxJ5C2_g3j+1V#R|hh2pIi~bV2Hr$
zqevI1FVX$Ck8jOu8^3oi^q2O~ZwyU*c1M)kXT@|!zi!GdA*v*$#^BwDeZuS#^EeN=
z*=NYlz;_@uT={fzZiSeq0_YaLTb=90k@jQ7-Mii(7Y47KJe@vQJ%jCM+p7xR=Bl&s
zZMc!JeeMm3H<9@#j18FTg~cNh>vl8Zna_MfhYZ=d?vr$BK~a!p^jX%qrd8tw-ohx&
zGh*@CbpEyRUsYpXR!&%gpChWP@RGr#Bs7($%c}CA#OI*D`Qoo!t{nu!H0vZb_!1tu
zdK|8Jo;UBOJG!s8pkK2Cm8$EE$G1ortY;=Yh#KQS7tMK6OIcVahH>v;Ad>w*+2hVX
z&Jll*t!WkOr?*6Y>lTUJU|~RO7pYulVZiR~q}JkU-FT;=Ond4yZ@z_d&!_h|Hx6&0
z9wy>nT^6h}mDl~=w{<K%YdY6V&6`rw(|4~Ye7AExK;KDNLmxhXUtB$4I-t>?HOKj@
zcn7$<3Gad21vVoZPE=oLHF2ndqzi%Cypp3RmEmJlJNkd<x)D@%bO96^chBkDKs$fE
z0KL)faQPFxE6*#4;8JB$&9OB>c*g*8a7{0ApE!kntLgFG2sP$_#QWmKdb=Rs{CeAN
z9Fg^c`T$x@>D>m_5y4V@NcugS1J=y%gZDyK3m3Y6OFM9VN8pCrHqG<UGr`vC^U-0o
z%_eS?Zn{nIMYQ!b#{E9c@cG3TR&tHFqOTIt-*tLvdBw}tzV8`X=dHa0XnKl2oe1C-
zoouS%=AC>zVy^nkdI1*nN>!sD!`(C9(7@f}Z`pSqF|9B6&7i@OwSqA3%yPZ6-0l>d
z2DCz}M%^zJHBc|4Ov4O{lj#(v6&ejnd8AT-OQ>2yOHQS>7LHQJG`x4m$pA|aW+#u>
zET*x0I6SDZnka`rS5%**Tj%LOkCoHdnG}rid>b)(NvK~K^PIrlD^B+9TL=L99FTvd
z%7MUVmgEkN_c0QNH~K5{K~T{+!}kHNh4Ogp#umc14U>)30H)dC6&1bemg7U_;GXM?
z69O^o8>AEcgV7b?1>GmejB=)gre<bTulw`Q_6#1O)Z8aicL4g1>B~T&W*ZI~u1EGh
zAvVKa(Z{dtGHu+0=LFE7Fa;g`lP`cTW=59Rj^qiNdk?jjBg}vg>}ofM9Vbwod#7vs
zZP|QZ&-l#4`ADnI$m5$-jzkf$=)?zd^Sc!gK>cpr8|bu<Zi4QNNf5pXJOqcwk6%5x
zo4kn%^xI1Lg*x#?ZjqjwK}#YExA&zlZY&#omFX&=VJkOyap=ABKNOj)(EYAEGLWX9
zEI!P`uhqjBj}tdIUIp*?!WS%Js0V%*`~x9C6z<AI`BnBwm)oq;K-*tU1!i8W_HITd
zTp}Vx_8aC&Zjs3Xy#6ryzzj0H7E`)<j<7dkO9e(%AWQbWctI7=Meog@wDf;MJi!9E
z2k;b<R;wsypAn@cJ3qKAZd58NH^uiaTly{nH-Vsm_I-hDtX+dy=VAY}wrJwk?BeX`
zDg^KmaX-G{Z~KaE=ax4KOv03A+P36c;qK%N5v~ogg?Bg-w`%CsUi>wyvS2g-@+@%Q
zi4ufcpUS@@EviJL^|-C9lbkqov`jLrBEKy?TJQgk7OUjAhrx-cli*S8`Uv0kKL<15
z2c@as3qGvqMeK>dqO=Zh{ME&ex6>QJykoN?f_d<N0Z~A%zm#h6@|Ad|mH2$E#ABx*
zCjf@_TS*JB2RI6x0*X{?2f)xC!wemeS%4v86t)l21Ui5W&<o^&380t^@jA>?2k#hU
z2IvFE00&;kGUTxgeHGkKCh>jNankKFn`oM(X_}>Z+L10w`_knl=87fD4D%i-mP-+a
zXzXyMTp1USxlC89i~C%D7t3AEi{hqwkXhkusy~r<CvhpkD;l%TY%v>(m(g-E28;uo
z3{f8}A1t5weLmDY);!+KhZ19n@dO__Id*dVBp<39s~fN5W}>>uXl$pQG)?zVhfbrk
zg>IsbcHYU;d=Gc%Jjz?J791V!lsn_*F}LY%b#tHF?`Bzdue;BkcMrRZ`kZ;^u=A92
z!dcYn>~N->8E4kn>vZbH(c+e3)9ILquVHVXsJ)PV03#X5tkQg{Cl5KS?5wgoAXCaV
zAzPIegp5fI2&xM%MVu2DaYFe?I|vz*HW0)XejIHn$SlCvadTlH7BWN37xIS~3DJoV
z9S)revA$3~#PabbHmb55MV6x~%TbIRRdbIbE;JyBY)6#e2>eEr-w6DqcD=R^$duAd
z$X2BVA!AZwBO=)7jn8LKAYwaY4=@IB5`}C5I+dkM5B3D4$-1pumKm8G>lQWG2tfgx
z7TdH?k#$p*(H{4*ZiMVc$ZiCYmJYN?>uR2LiM7(VOWbBtQ~g-H5uZw#N*C@@T}X8k
zWRKFKkS$6(sC>LLb|2&^rKKQyXU4TFO^2Kw%UL&mUC_L22U>TSZbs(eG)XGTODb~g
zh}c%4=hzD(>;qXg2}$uv#!-8XzOUpjmF!XSCrW-%Nw4V+Y8QjrZ-d%_pcXG>caRX8
zCzL#=<UOV*q`e)|j)k=SA?>M<Hb76406K0qs{-2DfcB?=b||1d8_@O!v@HQ`b3prC
zK!yqvKhfACDd|=v7n<|^+7-X{XTSEUUwg%`J?YoJ?AMz7aHr?-(bRC)k@7JmR~%~4
z^agEFgLZ^rXQFosFL4bpM(-pVFBOqyJ;z;&*v%rb1hh~j;-G4g_&lgeBpv`&io{+$
z?qXirj}wW`JhZ<=a+!$iMz`Ch5)s)7DiV=T={Y(jB0<n)kz542B$A6kABtoH=mSYF
z(!Y}=Lm2uuk=%#y^c@nGVd-0>hCK()i9`#$581QR7f3T*f@VQXnFW1bM35YPMnuA(
z10oUv{oJPgBBFzy6v^eFeImIR^iz>M1L_vx`((T>5>{~@CpC&66p3nd-!Bp}LP{i}
zpiYrk0lHT-zXsYSn$O6gchi1~l}(c*qB8xONJh}zUU-nNlCbLDLRP5Aw~K@<$$A+i
zuF-Xc2U$zk$b%hSP5V_8Q$%8LYZj3j&~0|*J}r{9pj9G_8q-D*-iOMqEKIOezMmIq
z2x-VbK@oWlPP#}g1uYiIb)afF5=m7SX00I2Dyec2kzPI#@#`;9H%Y39rKE;-|5~3!
z+{?{5`URn1GIJ$V=oiBOBEITlo4T&}z4zIEFNy6u$BzB%0MCgP+xR6WA9j+)j`QN!
z;lnsUV4V%53aOF?!hn2AAdQwuj3NphtYcj@tyFCh+tgt<G&KdbEJ3Z>70G{WV$vq+
zKj_qbSkp8bO&f7`?sL|FgfwaY?7nyJJ@1^~z31HX&VBD(=w`*g#0SMc$1{-DihqJF
z{L@+SGl1R;0V$V>zxUi1e>Yqse&PXyTqS<&@rn!1qhiK=L!61P6VqT=YIsn*I;_m_
zGbaptSG?lR5DcR)4Q~}+^+@9Pof&Gw1puF-I$)xco}=QooF~L72!+Y`X>r1{Ry^W<
zMm*rAiY(%OPoFpf3waL43=Kag?(=+C9Pld^KjXP0?({2bhz%<%+8j~@n}++u9<Tre
zom2o81RyS(V5rxBgZc>7<L;R|;@4Vl68H<_7od*IUiKDyoE>C$v0?b%xY$~@nq9}5
zxC)Nv^qiI}<v32msW`$R4iQskIVVd9zFsB`Pdkl@wkn0@32mXFISIiWL0eGD$izr&
zXE@a=#WL)2U#d-trP%Fz5^0RjC2=e@_biGH+Ea@=9T{A@V|PmJ2;)>m48?YZ1pueW
ziy4e|B{F!KjyPGBs_0H!M;O<gJX=Nko|9*jNo1bx6gn$HhNpTWPiO{K+Gs>tErKLH
z_Ov#2F}5?2`pMd4s)-WIYm>3m`knT@iR<JbIS`FpC!@4WCa&WVaxmIQ`FJFf1Xw_U
zp%57b7>d&lU}P@}Q5f*|J_5sOU`NuSP!Y5Zrzr?F%{B$Jy9nxj6vUjt-3q9iIirAn
zR8;5zJ3ygKJAkPVB9Efbqdus>1PV(#oiNj|lS0x>P5`8xO^SHOs@Po=zf%;yL&X`4
zSLJ?Z(ONfhDjJ-`4H)VFScby?!yr7<F?}cz9dbkm9MK`D1F199BSPwhLAyPDXqpP_
zDaJW4`0NPn_YI|{9Yc}SAxFfX?npdAoS@<kM<k6B(OrpjLLQ2|+aY&E9s455ncfp^
zV~^=N{gtk^6Hl1z1f8sn>gpYPf_RLId#SE5s%wnu>XmyHU9r9}j%`n*ITTKI?=AK-
zq^uNn%Rp6iGHm9Lgp{ols1}Y_eV{`43M!M5DXk-%(m|!7`mXveDuOLdMS5VDuZV=>
zf$FLc@Rb!24{U=Yj3$NX{s`O?P$nm*pn#7jCW^imih@Zgs>lH_3Dl%g00}g$6AE`l
zK8dDQizF4XXhP~vq~r0Zus>1-N&F1WyQSm=lBA+SNkX6#R;?uZW+l-t)0mro6aPH^
zWt^E)GW;ymoRZ<sL3W>onu82~9WxiohH@chE}o6&0DCWcFL#fbtIyWw>Y3IR3#h6j
z1`AiODQRMgvL&pnR#`VZPD&FJUGjf?08bL-Qm;TM@|AHC%p!d?R$3({ioz*nNRd0S
z8o+S4JV0*32@I)UQ#Zqxwzk+ammvG7z-mG`hE=Nx18?fssTYt^INHPyA36+4mwox6
zdbH4ko7rl7Lxw}<^0I<~KQ7EkCuZP;7QROCf`-j7oNPpD)dGV`S=9nYR!*Z{Ak0nN
zg-UQOei{i9zZhH!_VN#c@ueW@1e$*cO=Cl~q1sRj4g4L@Lpw9~P*$UVA-ighsyVm(
z5j(CPr8zZnq9(K%Z+~wAEigpNEdOK1w${h3^c$d;^+4!3+Ztb^P+_91FJ_<z=ohjc
zi1n1Krwz9v(o#_g5E{yj(SRri0)7`)31cFJAvnVrX6s$SBh9!uLws_1C|KvM*C9q#
z8hpMAS5Y3%2i4^&b<AS1Wj#3$@np!I_ak?+ZMinm2J|&~t^qedA~b79SLYbaz@Td^
zzA6)imt}J-Vd<FayV=TIC8-2jE}7G1bwp>~61$1-qH1&u3*bbl_d$PrX?$^M+_q#B
z^88}Iuw+~6w+RZbH#!vg1NatPyx5=TgFzq_>Ot_7+ADpNzunk?CG^;bt{-Cuu5L0{
znlz3Yr{C9NsbMvmN|VKGF*i50wzRhReJ-cViT^u9Q~R*v+syn!`P{<o^Dp0;KWElk
zt%g#e++@~S$_#v&RjcxxU-<B)GYdaIZ_*34@-myQ(x|m+4ZK#+sz?91SN+z<ufO@L
z+n3(H<JVcn(r4p!W}UWj!`9PRVm_g4Y5zxWy!q*;m)`iqr!{}$wYN4kTeM{s-{x0-
zxXD*pM$?JD!Z5i2@lt`d%kES9_sdDE>Q(Ye$rbW;i5kx%Mmw)F>a<$GHkis;5mFfj
zT>m|}MCLL7wDIso8mRsGeu!2cF4URt%r`cme(+PJhK0+(SHQX}oyfo=a$%$~;%xYO
z%-8?7LK^p~N4=4*-Dj^BJ}msUkQwUnH|@ZGhkRGYd9ck2wj~wY`sA7x)hYFh<(YET
zMe>7^%jCx;DzMH7*1@jgS^J7rhHca;6U3udt7|a!od)Y3D26FUK4P8G-$Gx6fhX`L
z{AOyMb)>P|RWuH7E2Im<-e}kEmr}SLyYWWFxPq>5v+&D;k$P^N3^C`xx)}PStSc2t
z!T})=R@sf%m?6hztya;#5pTQ&hsiF+fP%=)7~VrZ-bZ{8!`FgY7PD|_kWG3dUiMx_
z^UnwIXF(ifbEUYHZY!(K;4AIY|5b%mGLWh+WR~0g<|TbZ*>vsx$P$wEm(gW$J~&?s
zyxBUh?>n`)HiN@*NvjM`ueajXU*Ir&o4mw>wxVC-X4nx{e$kd6m*@>eu<?0`-uI<3
zT2beCf8P4#=X_AekMm3Y_xT6;G4Nh~4BR$`y#%7US&3{7+XDV;UWsy-(^12&BbJqz
zcR8IdKxm5bA0n+T*a5}803$4BoM#MOT`s9JWKg#?Z0KyS3vLORnuRsBF{xqNW^7+C
zMRlA}tTuDHaNYVq{ZVh-=o)Ll{M4pEednY>U~=uj;|_06mv8-KN6=E!)ZOlu!VFe5
z)&^^=E-A2aPoTx;Z*SQXX>++dyKCzH&2+T~M|G9)^PRhQ@7?F!z59M7yL<PM#|;T(
z6Ua)My#WG*5{)7)Alrs5tzbLNghwf~sI(#_SfMJ~fEJtzR0Tyy!UEQG+8LEXn|9h6
z{~*;?cZxc*!#D<<D!KTbyP-p7a?ahI@0`8oJHOxe`+Y2txYJV(H@m$B`Y^nP`3R7C
zn)_1<f`O+ia*y3=y3dDKq}d=FlR)YUo_c|Ss4z8MLHJBnz@5usRbT)zXq>$JWO({V
zw`>#y!ECQl=RdH1$^AP{>BCKPj;wH7M8UnbbHV!ETlW8%y}=w9pxbFDR_d^3r&kFH
z^AIwzAN#zk?D~YX^deFr(Uzdwr_a+RFfhSZt+{;-PCzTM5oLt*m~C7MJen<TnQft#
zkbPh;TYan0%U%^%-&KNuEM8aa?q0VJT8*i@yNKFEmfbFMqx=TqCn_w{LY9a*W=>lg
z0zxq2i~G{S28$rVHn9eKh%+)@htpZJLk^TUtCl8OD$`0dwHb%(TpZ@#+p3X1a+IBE
zmMkeTg(@u4x!(Z}&Esozgqm*ri@oAabyIJpuyB<YP_$HCtHL%>*d_|wWI%yIR%=&d
zpz+XKVZBKJEeZw)m{q}eW5y+H9>rDtftgh^EMK@?D?(#D5lc|B<a9ZyIh9N&so7??
z+AVg`ZZiA)UOzR5g5h8!$eAf1e1J1IstqbN*SeJ=$p|<^J%J+B^Ef1&HAP6;>xv}k
z$0rr=$<PEgG|v3(LYfSMS8!5;2X&bId2_3%=UwbG0}NKhfWN8*+-OeO{Jr~&FW=jg
zP&>2lZh7+U*$ee6CTk|tu7=WKuhiZ=C)8-B$1k6LeCUho3yTJaU-|I-@GC!k{^BI8
zpTF;(crf{!>FfGO#U-=j?OPd2_Mq8#7;iN|p8G9v!YODYA{-l29ufuw3SAE48v#Bg
zN#ciNM1ubiAAaMfRC7uq;YGoYU&er`ITm`Svrih3el2k>Bt$6a{2jKUBK<uH(g6I$
za4Kc=DTP8uFIEiZRq}G~M&%aVK($m6hHfvOHS0^XW#=Gg+^rdwgSs?5>|fj)o1U9`
zU|CqcC!Xz*;otm*|NU}jcT+lDzxbPU{K1w)JXJQ>f+zYho+wKGuBD!*zoI8OuFigt
zqgI>M2855uNBtvy>W@-<C#y}2mY{!3ZV8+Y&_D^4Ga!o$E;a{R87?*A<iU>AnbIPJ
zckz^;l;4-4Fdl_yxK;uf2Y^t`1y}_Kh{4CgAnM0p?-Uk9lFwI|C)PZo=6B>pE#Sl<
zB;nx58Ti8_EL=N-SBx-lib2L4aT)WOs5@`Oma&?+<s9ID!JU(H_|bKVl^0S-B-)7F
z)@tO+01%Q{Fr)Rrx|`+tZv7Poe)8;thgPQNP9FH`FZ!1~qMwBH<6VtP$`7N^d|>0g
zLyp%={U>^M?>(=N%4#>uW8(JTxFO7=N+z_JAO)li>UMRvZ@2%j=b-=R@^SwKk8M^o
zAEjOqN`Nv?2+B4g30s#1`qA(v=oRcy-yvZl;&D)!jJ(P|oasAbnv)MZh_^&NBXI!U
zdI1g+8-&Mdt7*n!aL)ZcX>c{r238o{QUC(sSyC<3vhq+HYPu`uC`dO4u}Vy#xtN-E
z=UPJHN(Tw%^WloBx~9vnvYcxvRODPWUC`D^@6HxhK7pl-B$T>pbv77>H9G?>n^tMt
z*L<g#Ui$IS3+GmTW$V-W+q!=83%LbqqQ>>+%4J`BoxYk(<hFLK*!Ba*iC0f<zHeV!
z?!?zW(EpUH&o_5D#UoqS?7fDGVI9IL%%_z&$gmd7J0J_d5fc?GR$g@2iAi)gY_<}t
z)m#L;cm*~Bf@pJqiClzR=-92)rP)Q`MZ1HDE|H2CISXzqK))7jG38BEGQ~{P6qX1}
z5eYe~6|~H3SD|;R!(dz<UCzx81P=p}oZHi^n$WyTl2px&2eR(0FNuvqVqU_XrQh1|
z%rkmL_pO5=xXo?6^`i;>U6?&V1Bj4rRD`qqa-u+=*6cKc#Tv5KqkS=Xt-gpa%C(z&
z%;$K{#zQz_jhbp)IM$dTY~r};DHS}Wg4G|0;xYulG9nXH-x6FOljGbtM=?-2i|tFe
z1cx-M<cWExXVUJVCHlv+@SaF6QZrFV4cySen%E~E6*)1Sa=o`-0fps22_>sJm_ijP
zBS<PJm{Um1N}+;%5+k4H<us%iry<`s#!!xN)nJ@HXpqx{sKp4=3@J@BBsFFXW%C)Y
z-B_Zot`yiJtyW>1Dr{4QZK|+M6%E4_O}15I)zved198g%b{&Bnb4~@=R2YN=mk>;b
zM=~YvpweIM3J{m6gd#vYefp8<e`aCzh2ih&`k~{iJG<1nzIFFD#p=GaSwE^zMdtF$
zb$yTH$a8P*yuPcmsa;(VU)1QbKlSC)lYqckj`#P5QTywV;}$OmkNThVQ!DHDeAufs
zaw*>*d|Y1Sm0&Q&TQa`a=v!!*4`Q2YfkUI2jEnFw6#5aDLz%Rf;N!C-+z>3$OQTXa
z7N%iFT$`6&gf~=w=OU1&6;$iqo6LD&`ERMXDrEzU43UNyH%HP|Pbw3Q)I_LRPCGMc
zt5SqoceqI65<VqunIc3yu_8%0a3FVtRc%yv?IH!#5^O1)RQSwwGG~L7ms5bfm0V4t
zi|H%(#^}{=B%5lw7QA%%iMKZI{9xNv_`ZHgY->);YF@ff?WyNCM4Mln7_PN=KOFz|
zM?3a{c(@FE|1tf<kT#_2t?9>p2HuT}X4o)+Y_O6aYBpjC@zg9LwXG$1S(B=SwgTZS
z0*C_B6T2Lz<CGHWq7=JTWz1p`O~h_4(aW0E61E>e-+$9~<2<~`bn}w}%NdiD4it?l
za4EwWWf-FjWAroNmgOp(_89QGV?%jB)R={&Cjsyn4C>d8t@vCfQ{?LPT-5ZCTDt;{
z{r4p-Qe-Kfq{Kh`f2zwrwu$qM<M-a#cfN~#zO(O#?X#2f{c_@8aqK|IYKTjqO_)N%
zfI=vS0d4sa6#}%O0XiZ`6X+z;0vaKOt&{kXF{v#>K!86=Gqkp29Yv$<HX&BDtsUAT
zZE94ybuoKi+l9=QpZDHZR$@KR`+1)47v2j4YR{HjHQ}^*d8go=>s)8`Sd<AG<R{bH
zY<uuN|FG+I<FxCvG3q!kIM0xH^CGC!XhL*H>omn_`Y>mG1}(O#WK~HSCgF01bQPu7
zgNv`^YGYUvR_`PhI@`@P&aKWpnB8=`Txp+SU{1HstkW=2F@3O2lAbg$3?w&1S6YBy
z0S2L^U3G4k0n#>d%D?#q=~BwGTp1;>Tu4mS-O3T|#2W-b1nNt&^Oidm&C#y<DEbCF
zNCO&OSlXXK7Z%CS@feybuy;&M#)`kX^rMT@xN(3@#s=7z9xz-y^fXc|mmOfat5=bM
z>?pfj>7mAMupZg~>RWdJ@1{f`D<lf#`Ga2?+;s2e2e)<|`sq_&d@y!n^Dj+fMs!~D
ziuH*qm!PIPYFnSi3+vClaQx4|8hq~foE=Bk?!A7Y_xlGO>7Da-&z-iarS(|h{h+M(
zx31VVqccASsc(YSy-?Kg)!3Ds!Vm!>N)SWz2t7)_@3hTv*k#@BkgFo#a*=cg7(N?`
zU?{CQr`wLX<Qtfu^W%O*x5pcZ>bELx0F*P}uXzCZM3M2b2r5DT|BR;t7VQa}E{ivn
zKrj#r5Tt3TtiBqn<ov6FMZ+h}S+yDjJTMqcWD4g|_(7n9ybMQqL)kkPXSqida2qHl
zw4|R!4&mN(@{0jw){@llhns%8Y1_>od|223YM7|6)?b|tMrOxaBf+3`=#TqV|Lu4C
z|FmOop>X1p!i(eh-mb;xk1eT@Vvn3G{2gKr^Y<3?RsSW%ps$j#^hL~n|4Pp9@z#^A
z80BpBRJe&&I{uCbM8EI%*Ne%3qjxe}b{fzLOmSM?sjlnEqSacpYEIdG5o4=L?rYWL
zmZ?6B!!Y~Xuzq380IA$TjjQl9J<D}-+w=jhUq9`-z)?SPops^B&~Z%D^)SO$gcv#O
z3&|Dma^sE=E%9PVf;q)BX{+w$R2>U*VLYtk;RMeKJkRO49>%L#x4^P)yqg6qvz-TF
zo^#tIJ<PK(!?NzyjB41^0Qd`+<J<(4ObkOi+!By3f!&x6k~v*v{3)x;>b2gmKC(Wu
zNRzWvD`&OClUJ>`Eo$&Nn4ryEe!?GUn;g$W#g^sZyD1w$?qCwClm`tW4^?jwHV5oz
zaP^^w{M8r|#f^<Vj2j2sl~T-4-B4UMOJ%cV0%ITyZ-fBnD6|+*9772vl{Uy=6)#N$
zwuVK8aAPp3Y$(iZT`?E@)eG)Eme6KRb}3J&5{U;l{Q4uXyKi=^QQ;h>S+VAI+jqVh
z`EgB^-83bx(&MFPe+hn9NWe}SgSBGeOi*Aatpkg5uMNq-^NiAscc)JIejdM6c`5!I
z>Q>_4wM;db0a`$-vKa4Bp27R^zSIbKFMc!rdF9`<uPVRRzE1Hi4$BN0Mub&Ew5GY$
zkf7-)vyw2dq?)RWVrHcggo9ZKCQXwTjHC!rh$bBl+JUK@imSK%$2_(`#;9{gsv>wK
z;b#5m%qXy(4bNQai^b+oWD&0j+vcU`u_TwolWlkN%9&)_cn9o&(5!Le=))tN{U{cR
zE_)JKBlt%sj?JQMBfw*curB%Rlx%92Y?4;o)FrhRXeh*}WGx8$3>0*DrYG#tS_n9o
z{dSZW5idcGhMi}7>TUwJ;;~et))DWIe?pPP)(V3p7wrx-K@U9Rv~bY_k#=+f4=A3e
z1SwPA5rgl}@7i&=@Y&=OE1DH$P9A^d?pW9U$vgW8S|0B^02-#Z540>D#;+%GPrY{J
z=^j&`v61N7*r=HcPvlo0@#LOgwrpz_Odc(?rKdMMKCp1*;Vg1Y3+~^sFR^z*E<+bF
z>3;87nyC+tmR7R7y5O4YfDg_9txWf}1^T5Q1_qUVK}RRw>FMEnJp1@l<cRBp{GNPG
zVMqzHnx#jBz0%8aztR`HV7pw&)LQGRwvpYgZl&LQ$xSt|yvGP(%kU6@Moh@T$MDa1
z4{P5LBG?Tg4OZ6jfDd$8!19<IFM@Q@G&L{H(Qc-S!I?I{e*zWyZ0TvdV?LMvDvz`V
zn$V4n|CoRvjZchY$ZmdjVb7Vg1D4m2f~3m{3+tdM8YdOYB{3#O24Sf1u_i_b>?SA`
zGm1(H@|!WJYf)VRuUlx`Arw8RDh(oP;YLxRA@hZf>`Nl?e-7=sS=Y4u>e1ehySLms
z@rS}&7p{ShvB94#_p7y(y|WM<y?UVg@Wu0mkB@ZidtqDWo8Yn0F|ho~ETcAqdZhyS
z+g#)?1}bvP1HCZuItm;LF%;H%*ZJ0(!!@JT_O<+axH-%ZNyok98kSN+n5H?@5Uc6I
zq?^UHX^Mh5Jc*z?R29NQvm7Z3v_qBlQhesQQm5aH5X!cp<Z_tBS-91P37n7;2w^%*
zDNOQtt1Tsf;%>a7j1)AfrNpj4iJhm%xPZsYdvUTlQWJ?r2=d_$CnZr9eWG8qk%k%L
zEE7ag&;u|;yg?LV@GNGEnmGlhD0-D>LfgzVl;Schh!z<QPN<kko#2I{%V?O+b7+Pt
ziAS2;wA9>~z*l~G=-lPy2i|#Q=ALDoSIL}O`r`K<eYV9kRdGGBb6tJJoV}nhdVTO;
z$5sZMw)@}QUSu)uEyG|AupiwXuY!csV3_ScupV__er{Z{`Dt9uq%vKZS2H8>r^2W5
z=kh(7?qQx6cP94{2L$^*W{4PK4vHhh2t%sETrrnv&-4&>hF};xgY48H+fn+s?M?cm
zV0QwHTHthEbA%{W4f!-JwxF)=PCOJN7XWb09wNhPs7BKPi8(13CUPP!{*UkKk8R>S
z!{7J$$JyuDcXs^aV*Bj-;k($r#0hcY#Kt66LimFMNkla!h6k-y3M-5xtD0&oYsM&{
zs1=zyiFMLO)>X6>f4~YIL8@9RLWkC_?M5eU(<IVA#-wSf_D2>~1Dn0y*)AC?v+TR~
zyE}in?|r`ad7d|D_ya*phzSKR_%gz}WC~}RnuHV)9Cn6dMi?>xhm*`X<|F1NW9OJd
z3}L#m=Ztp@(qRl3BgSsyknxOh(l~86j34m9@!(w05)7BJIEy%U+)dp5veeR5-yY`X
zs25jx0ywigG1&pmpxy-W%ge=vi!9fiqydHZ55!mMr^e92+v<{LOqAh+Ca{+Rn)Rv~
zqI#)&G>4X&u9-laeh8qZwFeQ&M85wduj@@)_de3xT^M`&uU*=P+Xvd$C&C_=jg9Do
z?bbuOxPMRIPps9-A7B1irSRmBvehHwUDElB)iEvLQG~sg@9qkyu<5FYUYv>f0N)JY
zdj{}r!*XdWV|B7^7R9yMWwYDtEEI!9x9Y6!(wjyso7fT8UiK;W80+~?YA*Ap^-cCY
z>wD}i>n(QGw#u>|Q{F^L3@C~|*4DN_lBI99iaO`O4hphUbRa0bF+$$Ai%d)s6N>6!
z7@ahYxXB3C-_fuZKA*uEgx#Dc?jfFjkwbCdg#K7eY-#rg+L8&9#7XEe5`K@Erx!Go
z)Dk4%XwSTb2^g#mm;tUdXwyaUDXtW$>J^vG0X7lkp)~+hi#1$fe2c$jK2*o*U*-GG
zwALvX)*v%6qcvCqEwBbK{lDPKw(gu9X;RhZ*Pmz&K`~a=*Px<>X?;57`S!u$%K+4k
z+|0qsj&~1NAED*gK#9iH!_OU!Kp%>>-(9jNYzI&lA1DP`-j=Xvp48Lv<ME@3quL9p
z<7rl{YgN;I+Lfl-H3Y#vW}j=yHI=w*dE2^Rzm&M7UrMtZ)lI2VdNy?|ZF@;Sm44O!
z3+6S~HSPTrv)LoiCUsoEvFoC+O9??wR`SD@XF}L}T?{E|c8z=~XlLi^Ml6o`xH}{W
zimk`6xO)^Q^73Bd?Z>fj5B<NhiSO?5C0n|C-oo1ft8d{YWV#sYUN~pmNt~v8ahif=
ztQNOY3$tuCBSq-ZF#HhT&^CkeBK)AJC=m}+BJPsXcFqOq*IE-m!i?6WIyK~x`9Unj
zIo_Uz5!>q45GT0@kt1d59ndYcu%_ynd^=$hE`?jw6Ciq|p?M92LHj@my>=_~0RVLm
zk0>42H1Jt%sJe3c$G>@a*Kc1~_joQiyiO%AKD3^99;yEA)Vp`D_HM!;d5?{?UGqgd
z{UC_S;s<A|AO8Gm_0J~)ejFa{&^65#Pc(0?-YTr$fA)zJXK@!k!#f^I<*8!<e`@zb
zy$<1ll5a?XJ^-Ae=ui})<Z}%OG|!&i=l~LUVP3FMR$U-}x}<bTVp>rO^ma2mS17?V
zTp?aKSFj99Vga7{mBP>&m@j5vcxIllU`b@?460Y6u%{X`q|6yo@zlALMFp0IXG&jJ
zvyzxsR7Fk>AzHcvV5pgNDkTUZQpo2W4#uIPL4J@7_IGhv4By?ryVGcR&oC(sj}Ffd
zpC7gkOB{}4g8RLQ$M7BHF+aU=!&7y=o~#RYd1AFOK#eAZ9({RW=t|Mt8%F)OCNznd
zr(BF5RKNk+gi?Uz|G9GiKS<~Ol})bEm~-Kq!HxMgve;HsVMOCfu@;l(tGn(m^;%q=
z!87+pcaGkR@hhmN#pE-<K8{Y5+GPp=D~Uu=!jkAyl!zpPD|bnvS5bXlLa-yuMdA?>
z>36XdHDQxFu*Bj{w#1IJS6J(AI1si)lIhJzMC@LY@wj|NCY^Fg-Yw6_=V4$s^A3qN
z%-kD|d=Joip}YvT<-rN0=^~$fS$ZIC+LvU&Tr;dRc=uDw3am7Zc9huKB6V2a0{NsQ
zsDS`SFp+yWr;apUBU(Ru+J#*U_|Xe(BJ6j(_kwT4IC<Hm7k+g)-@yaVo9_+Q4amfN
z@wKl>y{z8Toy&HaeTms`X1{1nuu6W{R!p>Tu5G`5{_Ksf^l#YCSbM|z2BR+o>##Lm
zzOwJ?FQ+aZ+_Ym`J{n-hyy50(Tlo|62f8F!lMc?-4QtZS$x`l7JcSRd<E_>?buMux
zVYvt77NrIuFpnjoCJ<fXxHhBBYc_2GUoP>IoFsrRb`Xd5d-PLC%DGbT9@H&*XKSf-
zzSTlo#BJrehgn&vfF?qPREjI*B5<iUls5sS{t{dMAA}*(ngF%Av$wabLGs3W6G=gB
z*)wrqZhr^<OEvK&h|cfJdz@QdnXm0%W*=lAhet}2G2Z1HaK*4Qb~r{l`-XF)eXpYH
z$fiYecnVELr^I7uHaaW5B)%s8UHrG$G~Tz=N8-MCbKK7-c+JN7xMt3e5=e9A>}v}l
zQxJ8fp2c`U)D*Qt5_=TT$m69UBt|8SP%;|vN23vx%OTV*#{8lfLpUc!EpZ%1xgOYG
zx+X?_UI#+GeGxv4!~N_>uA4663ip{>7L9eAFVsgB))@$P_r>DLjtsr$rS~#R8FD4_
zafW1Cdixge!xv<zqy^meEET-6Sx8_&j7fu95CEu!S`Yy$i+<>ldP=aCj@gW1o8}kc
zESP~I7)HJJ%H>JgqM-=`;|FsTR)OiLJke{x+**_^ALDV7tnKXvMbWtOxlsA1&Ap>s
z?ew&7OS%Z$G)NkMX!#zXDhrR@IkJYqmTw!@5AF<qBh)pZX*k~9;rg0o=i}K{jqZB!
z?x(g>fVqq(-thT=Yd(L&ou{YLR8yXhMmatzik!PZB`iWEMj-`}QK;Mmw}86wGLgYk
z%6v40IZ^CK*bmc+5e0cU55{6h2327Y2?ZUT6O*KebK~7^?4BNly5+seD2m|G2u6`Z
zP#)7tT}CF#R5_@MtkxoG7#sRw+IiE=&w4V(taW-3!9{@w-*Lqhl3Bhuy*SG+Vv54h
zS1%)U_k77{?m-;S^`c2>T%M6;<R79rZcdt$FQSXG+bUV*w6)cx{D<vojg8{E!gFWe
zJF}kI*~iSz?s{ftJhR?i>@~q_vS9EKUg9Mi8Xk7o@@NVUP#4o;6VnQ+m{+J;9t~@Y
zByAB`g+>u?7ScutA(GNap`?}RBPa@%=nouGiMolfhn_oLDv-LXIrrQ<_t%{BedqfE
zY0=4+p1g84kb`9aW@*k2Q!a>D_5k`->@<5i<|eSR0Tt3ZbLEN)tUDNOf~#K`9!_W?
z+!cW)qV(ipdB+5sn9`H`=im;ke>+>jH(Bm6Lu4|o2w@Z90yI~UAwO<|@y@`+mIURJ
zLnir-TGxrLE}NQAMmKJpEt}Hj74ghV(;W*(FOhS5GE+!RqtxcrkBj!#MvrY>0tIf{
zWcz(pgF<Sc%v+$k4;>o`A5n>ZYfNfq+XH>xL2fW|N4ygojNj)xF2PmFlLF0)d@RW(
z1Ib{u=&jrdl9b0GR2HgCdG(c7H-^=#SjpmB2nVi+j*$J%e)kc&=o=sh=#Ly9d2Yl9
z(V)*q+Ffp^$LZw}Px3VH3&%a{BI{z?9NlzRq$^%zE(#apgVBd>YFR}^j<AJuE)PdV
zq>dF<JAeQ+B1Dvh7FlH2kWI|WO)@DnoWzkFXj1GHI<Yo2nCC8Vi-yNv4YyiCbz&Ws
zqKmN<ZA6u<7T1HiM|0>AQ4mQd<Kr~=PEieo+>r53$ozDLhI}y+A_{oJ8X?*tWHOEL
zw+flIs`(QHC@(-eoOe69yrcBwkwI~JQsDA5JY?y~KhOH}ApRe~;=ns!-UGWczC4jB
z|60-03|b3Sfi`!M2|20zS;7I#;b-y4o7}+VSa5wjnuXpferz5#4}JVDI*MMrvZlFb
zY5)4!E7rbx)Uk>-JIvdrdEFfS`a1HVT6B2fhi{wzFi#Bp@C5@!zJxQX1H=kZ5AN~=
zpkD-<{`4{-1N!N_jM2Z6$~Wt%D2(tU@;8b-?T!(M2Cb<mpg5h1>cdp7Mr%2uHWqUR
zIMU^Gvk8>AyE?ox{L8Q{{AN~1dURYW*7yjTrO6h0HBHh#*7WDRAg0@=nsKCHd5T6$
z27o7gDhL6_uN#$;8WaUS!jn!ln8+eYgrJ0~vPkADvjl;iLMCllgaY1JObc-OpHRpp
zWY7;l!Ztsa54n19fvM>1m1E7{o*9kKDuBzaGLIivb3ftl>Fs@kTxag>$SazrzSv>g
zjI&#B_x?^1$iA_Q<iWn;Pw^LQF@NUx7a%N5=;#l|Y&+E+X^*Yf>>R~-1M`@9fjz$c
z%szG>w?D8a<ei0PdfS!tTEDNz7P<b=fN)AauHR&C27F<RA$jLBCb6=-vgK94m}`PW
zx8Q~YL3lh~FHJdUC+p?B;Ti0FZa1?xKzGyK?6z>X(xvV97KIz=hS#&W;zKV2YPw?x
zjK7|$hA=?fBOXvTf>NV=&Tqrs;+!_2-c>>k=WP?6IY$Y7*YH!)ZNlwb&Q(N`)teF+
zlH;Dx@DVDjlIo(Mc(oc;<Izg_xccgGsbj%1Qy9Upy!6bS3;0SD0~5a-ZXE(-HjZG!
z*fflZJrCqs7zgS?4Acf%PXJIOnx@NPRYR3@R0H<}LFZtrgd`0<e#{38O^FPzp{f7`
zXaMkxY#F6xjCMZFi9#oU)nI+BKOcgJ0h9*dA;ytdaA3DMIRvt^Dyah$!NuW-o&lnt
zP3pGKYOfutt|@k3G5<b)#QY5Pp(!Yjj+ocXj`M4mY+qLFTe^MGYI@gh_cZ<D>3Y<I
zoTv^RHaD4nGQT!^9F7m(G4Gnkf3x)mC(r^k=THec3hU6n0wz_W25mE%mWo@%zL3qW
z3hDxJZfvfyCiWf0#Ssp|$vRl4y)L^x+8ymy_Nt#m|ES)|y8FX_7QYc5M;?ogteY;8
ze>rcV)=DsNAu;k8ydbYEO07|qpsFf6)csIQA{|RacPc~5BgMulEy^v$c1uADpN=W2
zuGL0M=u3lF!Q@ue)CK_d^6f-IQJhYf8;lBa7#^BPvuQGYmoM2!BTQFmAT!D=K+`RF
z^4Ctgj3SowFM!@HSW}%H8!oV8Pn{w=Y$;*jfX3mmMraD$7@b=Rc|V@|1w8f(6`-{Q
zOJ_lo$jJ#oF{DNGYHdO=okd9zLMB|3MJYkg5@M8X%#=G}oF6b(UnZ)7=qNg$ant#j
z5C~02<72r1H~tTKyb!kBhYNw^=0gc&^IIMSvxp4rF*d)<B3&ax2R6<A5t?H}Qw`=)
zb3to<|C`MRe@$*Md!Of%S(mmSSvy@abFE>?rjZ-S{;~Hb?b>+s7g(8Xc=Clk0nCy|
zHAY^jTb}Ap*qjx}!?-feI)ULcHB5$0`Ll|gshZG`Zpf@p?Mv-TpR6yXuha+faiWck
zBUD23j1bYrG)N6(!^w%Dqub=TBuhvtL3homY$HTgB*l}VREBZu48<@pD#qBmn6A`O
z<^*+ty3RN=DTcDEj@(3>nhSZF(JJ(Pv;+MdInZ)KXLV99A=aqi#HoP)`l*at0_y`u
z=cS3YktrpVKU1FKL&KO70Q7~Sf;Er9<P<tB(B}#ELE+JG0kOaY<GGcdagsA%USY^K
z%EpjdO3!SdUSoQw*O}d^U75F-_oxr3o77Fl2Y_zHW~me0Qb2`rDV9kb|A&Hh@Q+D+
z=u-WY!e#Q;leMH}DtYT<vh5m`ir?#9*By!**;8MAYl-=vPmC?g>LhUrr)d)&AKbia
zQhV>^W6Qs~@Y3|`o~T&qb8IvlPks8mxixCGHu3V-_V(SU{w-Dot5YO#=U&g^y0*nL
zUfKEXs$)YeJwu*`t2!UhO#`}R;=Rj+0(>io^$MoWsVrA7D+WOBs$#E$ghZdaT%%A!
zL5{PE;*sMF_@&Q9akMfnxx{KhCRxT!Y(}`qX+r^hEqO@K^av{;S!fXs2sS}xB_vBN
z(hli>WS6d>G$D}hpR+ie9eGsfY-HiV_OsCVU%sn8wu$S2zjwa#-Pw-)Y~tLVgYB~~
zXZw6{{Bh2Q6W2K)d?W;7##n*PBU?o`poQ3_NGpQS0%Gl2Xf*-bm;{wp7-Jg<rV!Ru
zu!1HgbsN%Fjs4NB(^$1u4V~1qn?#-Ly|dZqChd>Adw2JAmf!F9ejk?W){A)6-v_9U
zcS~b{YfP2IT`yi#yn@RA)EBGPC|<_ZA+H{aZQ3j>=}*=BQ&#u<^0TFfg%~qB_tNB!
zi0|He|0yMOTmPD4a0gkD%>3KT_wb5zL7Vxq=#iq7=!i#?%5LQa_hIF{@+)Ot;qg2Q
z*bqb%vQ6MpG}$&OTyft_+)n&0;bs)S8%5<vOvy$zM%mXRA1Tyn_mrD5I93kAXf!Mb
z#b`7scLhPT!%JF>A_@Y;-*j#5;BgC)C&O@4cs@*p_hd3=rkt6`oXRj6&clXTiY;kc
zISG?{(#>{4qRRceQf;)8nTBxb_XQ~$N$?&=ET+0ur^=;4Jkg>coK_-y+?58NC_a%T
zwj8P{O4S-RsM-Qj6z$EL*c6{QQ6KWys*iT;O1K?Zs>EifpDAMlQt#gJ?I%{nf~n8I
zHy0L0y)A>Yzr8TN|FMAiIc8Li^zW>Hb!yk@M}B;p(muZ$d!*XcC9kd5Klt6nw0ZL^
z^{pohQAn^rxG!9^+F<YsP%ta|10DHW3N+~BehMkDPk;qsi*Qz$7U(uX@Qacp00stu
zgoWMj4z{>BXV4Xqa3M6O=btxw1lBHdfW=vsWm5v)l7gSH+Y^F>N0Ogo?X-)LaHR8d
z48ulRTma`tUcvj}a%woQ2tok-6m|gtK4bc1mx-T^yP!*oDvw2uJT6Yd&VyEd)C1D0
zdR<(-bo0<Vx<%w-(I*rj78WcqhgNmz#4VUZT_PD&Zs-9KSatEibER=Pgxp1PG?eGE
zD0ALC?k%|U5rM%V)o_e}emgM&1(KFVpuxzrwqZtDen9YIE{^mk*UqIPbLr0(#;E7o
z*2@Cwf)VJ-w8>$8IflixBzNWBEZuW`h*#A%Ptcd$R<BSS9v=yWx?EnB;NhG9GkX`~
zk)`bBr6c@5HELMgBAped#hcQ*(z_a45Fy(s02TCrvD~Iy+1Q3VXAT*rQ8p%wea4H%
zDdU2{zYc$s`wRFG%;%UV_$Q>DiG%!p=@dBQzW}ZSUX(OU(6mti!}79h4b&hHP&*pj
z2Ouv=ERL9xBnASU6SU)9_*WX^jnj~q@(RA7S58ENGQd02<q4v20Bch=nF(f1TBCt;
zdj7yA(dodAVz;?P!@Ds6IE3ASOKFK#O-s0d6FDiTGbIYGqA2hVo^vEb36CW^%O<oW
zo|F_^P6v$=0g1<a5$)^nR@9Ojz83`-?v&1~9LCv<aymGcHwa}GIpAwpU^S`;Oe}bV
zc#P(+O(Aa{NjYPh`pTsT*<+C>Al3s?lR<#chaC4wR3j|%{TGqAPciBNZt1`ZEQSBW
zu?KHHsvJUGk=t|Q5Gulo-lSbp=3DY|qDecPS1Q#isNrJhw>O#hZ}QoR)4>JU%!o?h
zx8#1of(8@2*}JiPtGzJyaD48<++lTY@lcORjV@1Tq2tZIuH2$Q>ZPS2znJ>RTMFtM
z!>qJ*sIDXTUbb!h<QTp7%rd*GQt@DHcYQlWy|`-(rx)m8BYt65eJ{0i<Kl%{no>y*
z`ojE&wm;gggDfagBc|VuP=S_FA!inc^55wGCVQgWRw6d{rIp=N1-O?zo%&(%a_SeU
z+mYX=Zg;<v;=9?U?8t%<VYqv}@F;f_oalZ9PQfY8Ww3Bx>D%;oQs2$epj0kB(l%bI
z3CH~B;Vb=D;oBt#*H$j=9I&n6D8J874Uk{CArw9sfH{N1l+imAdZ(&)YDMFm@v32?
zjfad?#vbDZ<D~H;<2B>g##_dW;hZp_G0@6IxXs*?98GZp+$i@H_bhjkJI&qX{=o50
zuAQ6UY^^@dCbq=FI{u>eXnJ4;l{*e9=`<ypnx6NFVR4hVLp&*-7q5!!pTzgYPp}V*
zrW@r&3Y&@3(;4necMf*aokQ9Zj~Z4f^*sR6{2)KcU*%~TUnsyM?Bvt%RTG(|eI?2)
zjhCp>_x;e{PX1k@oEV&MhwVD(MZHvSjxiNAzk~TZLuD9~DKp~?%}5XRt-}=09<&Ur
zs;`=<&Q|rGSFqvFRw^|Tygw!>Y|vNG)A&7huh|(igX*()P$QSseB|UUSmC>Xe#xPt
zyI918gtZ1qf8r8@A_XcNEXT|B^)FN$$VPi`TZ^d9SRv*Pc|*V@^C1{j`fa@-fEKod
zpd*S;ee^&GkhTSz4rrO+(@#Upaf|0w9gw!BVzZ0kkfxHn){t3}=bBG(b|dkw;g!7t
zamHBOYj4ala@6p-ua~z@!*0P$EJ_9z#)bz5*VW$Ge(;3gcC@wx+C#Z*L*<Q*uMNZ_
zQY!b{@hxN9&K>^Z)?O{>6a8U5kzG1!tk}P-x;S}!?x-0-syMP_<xyBzzNV+QOKB&(
z*XQrh?O34&5Ql3_k8c?V1SC*Ul)N2bVH(~w+m+Y>8yku_o$i{)gPZ~Y2sbK|4fr&S
z=EarW<YM*>Jd`hMw=^oFnOa$!&`xO=v}+oxx!u4cg(XT#dVMB>8Dyd|x`uAy_9rD)
zSFIjZwdxEOxl2-H5KWU<DO=ZzLU@o=S`zXKX;i7{x;0g6Ox2oGwFjntJX5hO6x|^a
zUAMVW5eriT<A6%HFltAvJ+Lr9+4-2Ps&q6CgDxoqTHIj=9xL`(90poKArRq0@lRo#
zBp5GQZz_A334TJJ>^R1qVNP?GY3>>BAWu!wla9&oq<V}w-eJcjtXkOsy#!(cxCJfF
znfW+TJzUR(W<JW3To2FhdVc%|<4?V@e{@&jM3i;t20UPQj1CyX*`D~~e=%M4u}z$3
z{N6j~>`TtRv+w*BCqCc#EB4twCpqUE`v?sUAAwY~Kv-QmMp-&W^DzO1PNP6efliFB
zo9IL*Qnr<<Wr8)72Br!2M=CK@!gLa2?H`~inl`2k(4d;u8uq+*hAonx=kCq<wf#KL
z@Av+GAcCsZofDP)Kl{(#e8+RPUp*l-g~)jIm-nCD742QpbMnTYhI{aNyW+tdwH{b3
zO58EF+@n#9K_kq&;aPGvdJWw~e<AJl4wNC&;u>ia^KEGxv#owId_*`YoD^rs^Wxd?
z`RHu;a@<WIuRu_)rV4QbW~72{Akv0JL?T%L%@nxpM(%$E5)F2F(AL1YkV{3l5pBT|
z&PIrF>l{K;=rp{e@l^a4a0J&RHIYqi_S$nepKVd~iXGuggJE5|Js9gcWC~Oj6#Ec1
zTUemN<=mucx8^7KKESgZaNUh<mmg4#4;QF3;4W_B2OLo+uDOM=r0JS0af8cE8B+i3
z*l%xadg<C59}IN$4l%UfFXa{e$t9i3TG!qQe18XO{N%zLr+&Py`>_=pOTl3K(6LwU
z^r|_Gm6d>%0l-R_$fBJ_^eyLm&U4O>eKwD$(?Nv!FzJ`Fj3aPd3eQF@<qh~bgO1Y@
zTzunWhx!T&`Vx%mdL!uHAtyvTY(-d#0-OyWAOmT$fG(&IhgKr;G?=4C%|aPY(*QD@
z4H4=!tW`8}T$|EJO-i7If$?H^@mn9Ftis#)V6JO-;1P-9ngWK@FRi<I%Qt~h1-#7j
z_vXJw_sSMz9)YGsNjrsDJQ^oyPogE6N|LlIt_X=Fk#<6eyX7QGa;gaxWTGT(qC^{a
zjtk?;c>1(<QKQFQyFA<cyQ1T%m$Li(2eWTEkNA#e-t~QuIiGR8%pGu(xQpcx6WyAH
zZmouHt%h#A`v_6Czym_OU|ETWL~3FyS`f^RKWup?^%?ERcHQ6l_}Jp<(I-bg8eKHn
z%dq+W*OqRM2jZHZ^|!2DQMdf7Pq&D2#3m2@WOZ?B&+m@h+Nm!@jhlVVP3h{sL!$Kd
zJHL59Asn=(fGPvVyhH>QjJ339nOGLb#8K~afgPefUVno8guLXwLSCV+Ij?#DMg7}Z
zzsn1JDR}kO)Fx_7*-q_J_EP&?H=Td;GHJ&HA965^ipL=0pd978h>t*veKV-#Oei7P
z>t;}Rnr&cwxVsI|U7rzDbl>v?Mi6c`z#iAB!KLGD1l$FpQBz9FdgYd4Qz9u2NdUt(
zzJ@$AhdowK<aKjuSQw`YXyBk+Ltq*6-B7hWhcT$Ccvw``^ojF#tJo^uEzcqT(u6r7
za7;GG1K@&4y2&GjiAK>EMqzg-jQm~*)?B33-5?KflP8dDq0u_=a05NiKfC@AtX`^I
zeZZ_6_-5aRE@k=5j>_iM)%Oow`DZlljp}kQx_AD&s}`;C9o;>(`@&7+{rmBEUX(oT
zBS)i9ihhEi`s+3WLRI5wLqoJ6#Ym1O>=Mn}ZE2N2DCOpzEb9TnS9y+&N%mO<#UvUq
z8<Ik$5OoTqNn2u%7iC?0Gw=wU$Mu@wca=Cz(ynWi1{xg&aM|*~kRAx96a%tyIHi4l
zJ&Uqe2_jW1dYY|ph`U+=hP>)@dQvQ|Ic$Wpp{3gN2wP!EkQi*9eVIMXPO&t>^6azb
zWre-X+Sy=4%WGs#`-6NQZA3H?fM$SWoS4M42xr{H+yqD=^Xjksm+IZ$L-()=C_nU(
zLsh`{Jf=}Fh0wV^JI=L;Ar64DAl2!W3q`WvjuzSrN&SB$iW${9rf9F<+wMiz#mMUF
zpGyUC|9<qxGcRplx<Fq*+gRS;oForY1J&)%1VDzzP$<8gJg{LvJACo!u55pY%rv<<
zZ#|bUoZ7wt+C&W9Urc=gNXionh~?;0<B2%mz?Cxb*O>j;H&Y+k&M_aR&gO2%?mbpt
z-_8{1Zn`(JqRs)ZO))8{OB$4Z=y)}KlsS<-v8cfqjP=XTRDdU_9(znIrkomUD)vSg
z_M+kGE*goXUNpiI1aCmk7ZLvVv?rh!XDFND6-5kDvAOdI%QkByWoWHBHA6KSEKG3g
z5zRi3Xyyh@sCh~_8};yQBZFvgFwisepkh+5vj_FG1t#qznw0EF!>1cX8>vjc0dIo9
zm9&1u^-KL^|Dep{Mc!QG5ywkB$<I)AhM3UvuobBzPM362H{^tx!Jj9=YQ|_u=@~4T
zxy)GRM;U53Q^}B-?L#1!O(g}mo$JH>=I6_R;##bhC%%RmnKzfg;+a71tEzpVjkS5K
zp=+90G$dJ9N9I+N0cv*c98rXy9f$H^CT^B=;9)GPO`~XK{Bn1j(*z1wMY1>Q^Vft=
zQo(H8-q~g@*zrtZ((beZj_qxB>zOul(kSc5uH7ZbpQGOCRv|EUVJSVCUC>$l^=B(5
zMxWaK-VZA42A<jTo$u{?@y6-$(w^a!9eu;u$kt7A_qJcWevAukq27L>wWXtX<D0AM
zdQ-6+nKNE}>UFubbxl6EBxp<y?8&!IJ%8X*aqG-a$6h!#y)ggP9k*0yU$t~m&>i++
zMYWh9Y+Z2XXVCR?1pVOlhYgIq18{B6w&)#a$F^-7JGO1xHg{~>wr$(Vj&0lA$;<wq
zb8g-H>ig=xTC=Oim_52jYpz;rc6I+YIgq+0AU!q>;<2Zd9SXauqo3v=)`mGCf=0z;
zbat5<j}y=RBcKTcLdB~w?w|&$hz;Wrl~Yp>B1JL`;<*KVY`mz}5EB^Z$RYbQ!+J?G
zwBw9ZCe*KE(FY5K`(n|OK@4~7wdqljK@1T(+dX$kw;>5uf%vBc<P6~T+Cc+c&r?7L
zA;<}}P{nlkfSL`mBRGf;Wsb#Y*rKWAsdw-gVKmb)T$q@w%uH6sCet$0V9<UMiK;Qu
zZpJgG>_lwJ5Yo6asEaGOnYTBHvN7q6Ox_etil&*U%YrpfQB(MnL6IW2mTinIe{ZnF
zMCY2cjQOlR0Y?p(2P3ZxEXrw<(mxY0R-_n3?}H&({eX_6Y2(9CclDovaOG>JB^u@b
zaZ7@ht)ou;bHf*89*<JCf3lpu{t8yIG63fu7{vwPyiIypWS!yX=k}T}1l{sVa}`ze
zeLUi0F0syB;$yCm1R;%jahWLLx_y<9QYO1b0{d37Ngc53=^pwDqMp06HYSMln$0R0
z^za(ZyPEBL?WJO8tMx{ercxt6TQ1*Sk$OA0h2GXI^8FH=2!m5oy<^P*dkhc~boPW~
zT<|CNv9Av}z~|KFaq~5A#`)I9q*bUye3{er846c$dRm?teFv!9AKM(f>~{KfuUoO4
z33{!v75#?<MZq$^OKE+|bQdhJoD1&$uD7Q84ye?8@EZkJTw@T@>5tVbr5VrxWrk5P
zDJ>`ih>_RYJaG`xc^^Tj_#j+{#uwY!9)L&pm!>`k-&e#Kw+#Mnb~?~5+<bm)7Yw+k
zTHK6@SFe2C`-abKv6bMFkTCR^hdBD2g$ZVtK=Vc@l{#)T5hi`1kiHuXO&mpa>7S+3
z<&NbAxhjhoYRn75NwSfwy>2^0-rV9-C68-2;|?9b$|+?Da%IwuTZ(U7SIZd8QwyZ9
zD^G)iT(7&umJyW4Eu1mGVb*zOu{D%oVc4Mqq(k89%+>sDT(@kZbCpk?fD{crCBQ~w
zteTh<Ojz?z_nc0ZZk0|w?;3_oB^`&_6b$$GMD&S@viNEz6Yat-SsD>B?14QF1|DKa
z>JIk9LT|FDa<LJZ8hh=VC&|^sDTRkrh7$wE84fe|<Wbp|y@r{~rgvw4zYgdmXhDJ5
zVZ@)8x0%&PhDk4ZWp#~N>3zv$a1@tsDnrw;#LxwBWF!c+9yVJfjHH1lIo@8fT>c)U
z8L)Ion*swb%~X7P5o+RO_>`f4D=3-aZsSNf6{a4ZvkQMFgiTw|5*@A(+B|b>xH~Pr
zUclvLXewwiQRl&SIPcSQP3e3+-!*ozY}2rF_CvD)ru$%Z)5rZYk86^U*SEZ~4Q5l<
zvMT#A9Y{uMw0G*HffveqlyjH!z>C6t{MCI2{3U!#_-TAm|7CoO`Ux;mIjS#9P3kN;
zt>RdxD0VqE)@A@$1~E5x*xblX^y~H3fqk<GBP%#1wfC&aa=E->xqQOtszAG>Rzv<G
zA+qnF&hK7$lOmiwF0{e|fB-c*oeke?YuZiid=euauzR9kQBZA3AU*H2eaq0yUHdrG
zwzk&-rqxmiX4H-db!Y_19wVFNZBYn20uZ$=0yDw16PL$M0EDn7lRXzGZyjM^mP>H!
zIpT}9eg;_{VV1seD&q4%op0pGQRhILFNGFdW=FRGfQWGMDl#Svf~Jo&TR~ach*{zN
z=TDA!a&+qYSjz*O160RotwuR79DAv73}H!-w_mTlba^qr1K!+ijqQ!~jBRglos1HC
zaGbRKT_-l3^@!@)gvKGEQddy!Om?U}hpn+OsR>3bV<6x}fspVv^bc;=m>pDC<Deda
z^3V$3NCAjp_F1?zP>LkT+s=u_xm8BNbel}72R)3Q+bz5DWf9&ADQ>nuDYkvJzom$g
ze%2_rw=g4FyM8>px?0ANhwomU?XhNOSbSbpiD6oBA^x!C-<zc?HQh3djrAmDF9d80
z!Kh^kd)eoQm=YIrV&o2BAv<C?0_}A>i|@UcIg9`GoT}tj0_%DwL)QRy1a!-ncj!kv
zsd-pG`y_y9jWcN{!^Z?<076~ck0G6&bVOW@uUv#tMnEGW6Xw;UM4RwZo<s*;h7zyh
zl7pszrPaW<A_|AG{n5UA`F72AwTAutUIU*IpxYCn|3c=MD7qrAx!y-8{@bdCa|e|x
z6_P36nJ)r+SN@A{VfFy@DTc0uM({j1h^E9cSY>WLKhOE3JxkbJaDukBrTXLv9+SS2
zKyCf!n~EUToU`iMnQU9EV3k#>OX<8$&A?FPO;X-f<;HH+I$sX5C!XTGaWRi(P6gXp
zG^ddlA2LfEil>1*Kq7fwTuQ!b!E!++PF7g`+<KXl?3TYIYL}6AQ?+KM^^{tra|Qx<
zBcMyJsby5Y2cb5Pnr3BPLsOeZ!7$2>UBU2TKGzx41=_J92;St<gW#&)o{h0Hjf{%M
zBHv510FThirW?lgBlI2O=r*VDEZ`D(Vq)Nq>)ntPx1z(5@?Zy|fRr$guithq;ZRBQ
zu$mSFgL~5P?tqugwYlc+cpKT@RVG>KWJ$*H6fIB)I)K^izCLa}*4UMFOX^#uFXKEN
zK8ki%_E+{X9#21_+8vQPLbmtc16^YwE?&ayA(@@U%BDe3Ja9wGXCpqD;KT%pe!)sb
z<84Oq`&!}={zMB}YFp`!UVr8%KJGyTOLJ}&=;ghM5k&Ur|HAVgH4<ylGP?Ey`5d@9
z79q=)iRxm18Wg93a^@)&t52hU*6g#Z!kE#>*OF^j4B}}mR)E{_@iDo++44p*+~4k6
z;r4BW7CM-ul+8t(wvkk>kiOnkLn{O7dH{XsXKMaFK#R32q@24csDQe-c{cwZuoNo6
z8J_cN2StB&fGFbNcX5`tA*usVn(OU`=Y{muCOX>Q`>)luj1%vmq(OkziZW0;$c&W1
zihL{z`_<V&)H2gw(~pg4qgnAD@v$Ca;67~5Ka-@w4SKP%TpVCi>VI`}`vMa*+8v{K
z>K4LfnV=^;E4aV~83A209(0oz6nbf!7z5og@^wn#>omW=?E+lTB&@|kOiu(J7z^An
z61Y<nrR{W-sym`;)<*NM0(59vyObc{8Z=>SSuk}hnz&a?-6<g<pl^k@tjn-wv_ais
zD2*~RvN38E!`!B^4w`D**d#K|Z8^J@Ttr{{xvr?EY0c1RM7K&`Qytm=dLDOxI=~}*
zF^bqpumqt)^p~wh=oI^*L;P1p!y|S>XP50Agn+kY+^M{@`ivCvVK?2b<n1}{Wiy7R
zNV|kG9E-g4WL{sMY@WY=IEfzM0{30}*p-L8(Vi1Ddom(%E~fBuPB`yo24TSKY8ce^
z<9=YGXk3o&#1T}-i|;;wHTnp(4`QN?(G**OEoWOP9hgovp7X<I$ok05@@Bp;3!;R%
z56GAxUK43iw>e>RN}jX+lPi-fqv<Pd>MZ}e@ayl39QzF8jhbsK-S77}Gtay4jn^N}
zZ5^b?l9{CH8CmaX&6e}X`~+tLddljn=vw99n~^Vp&dKo#PDwRXBtRq03zBjRFtj=S
zlFcg%KITKE%K^-#;0N_!erPDC%OPejy9|H2<Mp`4;PpJ+bN3uS6A7DU3t#Q{w^j$u
zuIL=)vu4N>3@=0+cKeA(X6oFz&_u`lsE{~^EworB+$AyllMfY=AumoZCKwmNC{DIF
z#x6c@LYp&XdIy*u6Kd=>;UB4hlP^`6CV(;2YKAf9R~oseFHU-ws6^@&S+@9n?mP-S
zQg7{C7}%Ukqc;1bJWcylQ;>>Dc=l0oP}!vIXoW=UR3jlxcUHDZF`?pz6KCKrU#Vz7
z7=HAuU&j`dtELh0-@ITna$8<v<l}jv2~nTtSwAASEv=XL$E{0+#LcBmk`y9{`B5+(
z&xcLh?%O6)xns*^Icv9NU7z=zmz(HFPG&y|w6!4OX+3v$QFv^Kq|$<rtVlJuTjoA^
zh9FdQ0+Eq(OmZr1efl&#hMrvAWiOhegT`t@L?k4B*SX-bT4p2^%F?}qdV_%pI##Ch
zU@I#esCK(XhHd<+;CXcGM$Eq8lll126T8tpY@5W4{UeU>2{odGYKc^*jGzGeG(?g6
zwlt@?rW9h(mVs2R&p`W3<>jW`Hde3Y;SjBBK2SY{`jb<pjaYfW8A)Gk)F~Eo4#R~>
ze|6TSLMmgU@mi$@ZR3SBwsDZ%lIA0rHs|(v>}HnE#(C>D>*i$;JefwOs{WKFl{Rfp
z?%O~Y&fCogjMqpH6<=C=ovvJ6nGXdtHZlajHk=SQLojBu^5+2@4T=6Du4F{D%U|{O
z_fagc4@~Xk>Y6EAj_OEn9tE!NTkkWz2HUcDD@|o3zSrKCES|GYuvV#RJ}wzqtkCtu
z-jp|@m6$O$R7*W?%Z6lIT;(P?KN(-<GQKc0pOLG7A(Z~Ykpl#sWy^6!%x`5GloZm4
z3v`krh0L!OV_z*+X)Q0*Rdr4<T*8K`H>ViKLkvV8xMvV1fCP$tw~*4ZcGlUTiSJb$
zsys~cKTH8?25^@5Tu5&jO@0)NXiSueMJD(VMc>90xF<NU;p(MJEQ5Rb0sV5u!Z7`W
zgBC^b-fMe?Zilw9K>Mct=(wg>DK9_&Bcmu^gZQ*u91Cn+owPBOuz*~*V5fZ}FGZfA
ze4@0!(!K%O{0YC~tfYM{U&Cs`Y*DB7h#E7UeS=kVv0!ui#0N7guY3Cs(wV_C^`pdd
z(-pZ13vNkWr$Xb$-)oSB*<>~{Lo>FX*6I1V8ZjCd9*3c&iQzcZ9Vn%faiPWe7%FGg
z@nJYc1n-oy1afs#63P{hxXEK}MSYW9ty^>3H78+l=I31lnQC;+rSD0P=2a535&G+u
z{sYxR5*`loe#Vuq&-3ue@}r)KHyl3*51e{UZavcXj;2^?JAd#(`ry7#YtoVxmYmao
ztoFi(wsrrDKa)_^&f{T;Gz+ulPexHjOmV4GXg|_Q$wB#1DVZgTiNoY_<c(Bw#Z;60
zspOco%XaE1&319O;+6+8C!X0}-x-?lDI2wZ-0us$7&G&O%neGCrMVyBkOGiD)DIw{
z=qL~?lv|XmYLrg^TCF#=<y+>(Dn4a~Yfus@@slj_Dv9zO5r&t@0kHCk)6zmhRZI0T
z<*E$C_O{0Ust741(47LPtFD4oH<OTlOc<CQD-66{$*OJjo+y@t8p&CquQeBR-Tr|T
zja;8(gutNXt(S&T9@Jlq;`UiZM%K*CcDaIGsAzFNuiME$Pkz7%nCl-PDrUi)G^3Du
zc&V<AzwM9x7(0^XsZK?~93W5_4-c7ypCv|8jj1}d4fO@Tg_atwrvx6@w77pkahd3o
z{ilv~qPw&XSyWgciI{D2YhVuc+^%q?0Nzv_lwguIb|8ETPY*JrncaS`QY{4U;;l+U
zV=QxuVwD=VWXFLqqQ2pTUvwf<dJ|E2ypkc`D!ejgD>}7tjwg;Bf}}o>_vgf2bBkhu
z+cu1Jm5@C1#CoaCbu-xo-HP>lzVtdFo`QhUs2^4*6^rKSpzIJmKyGa~U{;zA_ZR~h
z00=d8^zx0?i*V_WjZsiY2%8@qVG2x*JY{|HjCxR_&!>pl@2;@=H#auaD7%llmDlVz
z@Ocm7tyno;U_h;?2Cb<5dY-2NVoi0RZ2k%SGNzc_dOTneu>mBMeTd@j(S|~f2)ts+
z#@!S%)gSJ`l5VKnwOt@r)dlCSLAk$#BX%UmcErYZgh^Di12bB7cf`~>yTpF5-KILe
zv?E2coXdd2L3Kj849H}o`P9#WiU#mx=iE|vQr3zWK)I1zY&mi6^q&Bgn@?7Mc!KFc
zT=Yx2wH^UBeA1;3hl-nla#!hT<+UD_6G;j9<4uy8fzr%Is6#+gn8BbedU$H>oRRem
zR0zgcmu@7H6FPbw3~ou&q|p>f_^&zJRIoID?xa;mm2`JGvZEm>p7vHu)MT@-)EqM=
zv2{1O9z2*OUGf)<L|0X4XoldSzl?s)XfwOvl0)cMZxG6Yr-VY^HX>!2lyLmkR*N2;
z%%6zO)+0m^;}IcjAJwQF09z5n0new#NEMbZ;j2q&vw{T;0Fk9Y7FXUcJJ=N>yy_i^
z+4n$%EZ2^i89Ltgb0dw21Ga$Up_~0$ryT&7;3Wje`$aRSrGai+t=r$zhYGQbiJDGK
zDqqP~);8Z&qI<_zKvxVX^H8wbvVA12KcIb=Jz*$nxJwlC>1AkV{@VXpr24b~^{(jn
z9<nfh;%$Ag9KxW&ri$tx)q5Wpp4~2RV%L7mw|{!ix!QNwO4*VH1?#Xqkux)M6!2y6
zi9x6w6176od4r6gN=|_LffS&E4)PH7n^{M7FP-!}yxbgFI*19JbA?{Al+p_zJ-32~
zEWw<5)oj*|d6X4%f)$gB6*Ge6?`6sMSEgz{XWlbcDy*3&=7(YyH+)51szY4hZ#(UF
znD-tkeh-IPmsGyC4Xu3dhtWL#UdDp4LORCy-0HYrjdtYy{JFi_eJ${jVAo8iA1xk9
zphG}G5?~Y{pK3A8{D~<d%x8HDsj*ydQktY9Usj}qG%F6QTxvPC2DT<HbxvBYtkGny
zK_(qwUb<GwI7j*6L_NKAjm=ozjP~leJ!9(oI=y|*bA5k8jxkf>SF9`UDC6OpE-7k;
zoDYREOoh~1%YD3lz_CrrhUREa7Ws5p4jt{K<0E@y+~qwzIu+Mmfphc+priQQby_VV
z)gcS}vyG=O3FMJs39B}wgQadHm?L0Ff*>PH(ay0%N9RK3)s-um6<7CjaBWu<^(eW|
z&(4%E>+HnX#*(xP$$H5z&a?Y*C89QEwLA^asw`FC5WQGC0hBlr_k7#!O`KhgNdS8n
zUq}GoDGjSB>K5TXYDw})dET-fmgX__qOU<*<17YdWGSLk^+~=a*Dslmf0-NQMvkHQ
z8?NQ>BxkKeAWju01xslmB(H>Tlt5@mN@k4jU#cMnPf0XE+f?jeA)ts@P8dKICOvbG
zGDHkPY*Py7O2J|*w42oK1#0nv($b}7hs_RFybTOTWMzu9xEtRwAmmwXv_xD~n4U4U
ze?+1vC+!BB6Cjx<vqQG#6NF;QCTr*ceQqO?Q!P7EvY|6IO;q>@c-GC+8FcD4mkd{G
z8{-*n&sMiDlm+zY<yh&<*&3o+!-N`@Zq-1#PF(_)@TV7SaJq;oj)zT1z15vG_hG=A
z^8vt+9r<+SD-LWxKjq$zHe5{)kJV@1)Ex9>6k_;Z6z`Pcp)cRd)^=YY{(XM`GMG03
zVt8`0c^JYDmuen6Wi0eCfC)-13EcGi^!Xi*<2FxU1VaANec$RVXkm#!G68(lS*85D
z@*QVFnaQ~~qCa&$*6fVfSWB#Ktbt1z-^*GW%^)s;F2gPsnv>QK{Ewb_z;%Dtbnf*n
zb+1N-h@Rf}c*nr+l0Kvzstz@F+P$c9P&5aBkwcY}k*7B8iP<~O!Sx0S^x360mIAK%
z2Zs&^VIN$;rW5%r&b)%+JzDBRxuQnP(^wjtHM4TO?+C>nSB|ZAHN8`eX}a+6idFq6
zQb~OY6XU24OJ`>R-I@XJp(qvc=SOi5whQQkKO#`x;pod@8z8_ppx5gQS)z$(xWI0r
z3BLwY2GqD~v(mD>jd0H<@*^DZ>Ml8P;IkczQpv!wwBIC0u>@=rx=CxzLCY&O7rE*{
z%?j*4Z<^}c<fnZhMGh7IcsV7X$NIc}H~r(4(sP7&d+*aFmwB+%A(k2V0cY(ALj)@*
zx<tRn6wHI9%T((;1pY{>k569_NqmzYa)fTe4|05#e<>*EF^rI9cxTFlR@ZD#W^y?b
zWaEgf>aDDs)RgLhBR;AOcXUw%u|R%y;ME!SmP>aO@nHVqzdn1o{<?l*?Z3QO0o{?~
z$LQ;xyg}*xJ7c~F<l42UN)TLg(jOSjb84Z_Tf~JyD8jhoHi!86ZgRObr)x)z(IZOk
z<~+(&Pt~h*K4t8t9TltpbX0;U1r`4E=ewy>uoHOKh_H}HkY@*LqU29m4x%!Z)>&~R
z%HQ494JbUsqGriFgFmV8E`7jhRlLhpAIm1=hFNl2f`12jh<2*ZA-D;5EhJ2pnv0ca
zx0OGXOk5HM^cLuMeVM&#rBR{wil-?#C@>~bLQ?Pv-%5x@dW`3Kw8!S1Iv6w1<RJAK
zkFdW*xN&Lot$Su7UQ(npD&%oBpO0kD!@B0&C*CIyaFrb=&L_1{et0L9P_iL^>KJQr
zsO%~RNPto_D(JZh>FIaMc>)RF@j})%-<a(>?Z$xS0T7e{OO67|kM`oS|Hu~nU2_UE
zUQ-Y=Z+b#O`Jwby;iSEn6L`EUz4PVI>75`%6fZ>8B<I-!6kf<KA)L!cayA<-_x;MF
zNNfk`n5k<c!3OQIRn>|^=cn#rd210{qF!0}P_IwHvb?>)I_iv{6u>0Y^n97Fzc}QE
zpb<owLjaOB9ur}9b~{hN*$8N-cFst9gj1ER)g*2T!hy3()G94LpkHVS2z0DQ9tIK4
zRB5UWcYsDknB*X@00vs0K`+S$1w{Sg?IQ(ck7M8)+NS(X`Fc(G#+@^kMVwNnFfD~u
z?5bXUUs4NJU2v`3C9up-ovP2O@K>J_n-K=#Ixdk7RQ-n)U{*GXD>y4Q(Fn3#=AYJC
zMLh|hBu%+o8=)Dcg6zecF29PjrkjE)zxKIGebMfx5bxVB35(4mu1guO{Lq%2$uiTh
zBo&ubzfZhGvzcIntwDdEK0_L?Y-eYXzjJr{lYJrP2^gFly){H*-RarC#O@ScXIJlG
zbp8ujq?YpZVYcpP?aht0nhE?}dH9*LkCG2Qp0qn7#?_UzjjuWMouZmEtk*k>a6aPl
zxK!W7?g=9xVQqM2yb2~(lr1qUvS`%YVDw(zpwXUyz|{{|ArJ8y1~IUr%RQItrzN6k
z3WxER2HM^7c%mlG`jxXH1ErX`(lbD~AIM#jsUoN%jyUF;E}8s-G3dctl;ZZxtiMTt
z5C|Ctn>d1LC94LprZ|YF6mHxiA5h-S6~%QK3J{#oap&;;rZ!XBYh3O(E31pdM9Z)M
zD}}Pi(S+ON=DD-7RH_p-<Mth|8&?PKaV<Q$D&D^ofW|x@AEf>;N<5Q>KTk@AEuJZT
zEg%PA0RgB%KSsTWyC^D*I)X^2v%T}ksxyn$$Xeeq794Vp2htg+OivW%TgIW=r3)bN
z*nH>@r9|AwyN=}VcO*N}1#}x23-7NjUHRcywrp!_G$QvNEAE9wJ0yEvl2OH3w}IYX
zTn+1sakmgBh?4B8znx9W?e{D?Z)@qiN?5zI!i&*(CByqsr~T<TZpqFPB1l{qrF6@C
zBBt3M_le){0)|f@$`hkDCzf6l&(gXonoen-cF8`s7?PobBp_I_X#9-%a~5S?9=_M}
z{I=w5_`BN5DJW|5amMU)X*s#6KtmtL(D6&p1;_DZL1MdEVmY~4f|>MA7)GRk!G|7<
zkO>MFhDko|mdxNo&mbQnzBCnGkdWa`e;EExZt$Lajj=`kPR<~RcgyRh=T+M`a`Nhu
z<GH&-<a!~(WUEqJy{$5irJ2pf>;k^u&-;9<)Mvn{-z)!iBe|yKW9Ngv5*g#Z;nxbS
z4Lnz;k1hU1%`C@k`TfQHBnMoC23Y~{+JJ?$HKAksngA2bB~*HpC=J_;6El52XY%@n
zjj3gTr|qx%DQ1w+$M(fjJL;PeE)~x~%otH8cHtPkXAVsqotTz+ES`zZOhmLPr~596
zMz&ekWR|9mO+SEHBeT7Xbf;hrJ7>ps<166JdWt_SF0d}sTWGMJUELYpj5Rz)%j?f;
z?j7*ILt5pO|76x$<eF5EZ}=XFA8yjOmUg~G_H7!l^wpLI!u@fHq0{Ll4JR~|!>)l1
zhg7|~aEba}ZO5zVJ2TLeXKo`;KGS;ORx%KAYD=7vU$!~CNz6g!=~L4jfKrKwdTzn6
zCXMJ_UP2Fg<jI)Z9$p_$_bN_mVp(%Ya5zz8Sz6nB5AYXr_p(Elb!b$t!t9(Dmd&A@
zq@zaG`RSY<(cRp0GbY)PxxWM5;_@W7n;@xc|BQPcH|%nuIq>j^#%tH|gf`5IIkg0^
zY{n2YBI?SVa>=RUcK9No|9K!zTW^<%#lh-QdowpFwL8D6ZgV*aeaz`rY^+#JX8p-f
z`xeXymE!I?SWu^Cfz|AIOjxzn|5@)zI4A%5;U4`JtIIEMCSWT17{jfqLtuBk^QT<L
zWAZ@})72Hd?ePs(P&-3syY%?+s2x0qu6tQ4vHjtc*X^`JxSA6^QPE2Hw${2?!zW3q
zk*4G>%z@Lq0#l1EYS^=x*Ddg?cIa7PK`xJ~rrXfa^ds&=F=t;wTnFdlQ#W^&?**OQ
zv-!uRL_dJOFG4%D+#IM94<PkBbZI(xatXj6iryP?y+~jx6F<y#yn-iaJr5{)IKYZ&
z;740vOR*SZ0H{~PP1uzs6n$I3CB|NP04>X3$sK^tmcNccc04iFz6f_*fdT8$GT$73
z#6?9FHiRv~`+%)n0JfXa{PgtOqVw}fH~lr-eEN%khF<DVoM12cY4j%4hRoYOkR97A
zN(GRM3eastFY)RM3ScpKwQS*xj_&A2nLrRE3Z+u1T;6{PdmaF8cCnH$%#1@-gl6_r
z`EgV@wUuXJCoqd@@`@e5l}vS-+Pm|}^%~e}oY|M#G&Bf2I=dgOKl$E+ccLW0+MAu8
zH-4`#^U}9Eug_M+?VgN2&8-i+Z1{}eO}!i`ce;P9!G0|g;tM+CKsPGkpkJtgv)KsY
ziQEEY_i;1nc1t1Ng#y#u;70-uR!3@m?zQl)(E7T3@|oB8_Lx<l&O1!fjiDqvjoU|i
zs8aJzdTZsg(BBi0Xy9`y=Qj!Qs^m|^9l(u$b;=Q}FDNCM!SdwQ3*D>H21+yrzj%L}
zz2zZRk$7|qCGhsU3z?@d#?te9)+cBL4+N4IBYVJ`7yfvSM;<UaGY(5WN54f12O*M)
zf7ldqrubOlZ6v03AEuWg65sg#mL$@lYZ`j({PBAxU<vV1u~q-Km;x3-miQe(jhXPM
zPIT<hAEgoVXpmwQ+yNDfXL3gKy`j<1&b^)s?aW~#9n_A{l;X{|cPhidq|p+PsdQDZ
zxS#q9DaLms6-12|!34rNdFpAlv1iuI&w=#<tAgsXgcTe^&t>r}t`B~Z%n0igbpzC#
zBz1jGlv!k`>zUIgzgN|G;$-Ti97-~rhwkbue}vUDux83^kvTe4vI%=^>CMhdB+X3q
zj}b=@la}0ZpvE~UJo!*;p<G?8u3d(c78h-(n9CCX#F1=rDo*e<<lCh;U<hIx$zN5|
zN{=>nt$P?${$rwU&KNf#sZKGCNRdo77pKpPJkel+iet1+O1eRv9L_|MmhdDMm-_CT
z4W&)I9ELj{VAJZ8gfZ0lLPDh>Ch<g2t(Hox8!ut<;rz!}aGy7Q*9mHNO75svIB?Vk
zBkL0^JOQDd61U)8M)6H&rzcbE<EY=S<00?*`&?d!q|TS19!;B=?q`R6*>~EX`YZYO
zimKg`i5*ABfB<nZ)7t;vWNVK9K}!DbWNT3w5h^8fYhy<lV^;-RYkiyli*U{QZ&LL?
zgzJBZ%ikF1e-p0RIT*fEt@KSD@tK(aWv6OvZffR){}16>P3&I^Gs}N4+4|PzR_^%Z
z|M<iIc8LFvM~Z)CRdjMNb}}@>r<1XDu-3PNq!TiBG&Htx!lz+m_^ySxlfIR?A-|2O
zl`;Om@!0|bwr=>EG%PHC!PoR`{{de!vi?7SuUT1G{}P~$ZH)dQNHehi_a6E$^fd$9
zce@1i9gY9ey7B3R_yzud`|E#aVE-M2@6J;-H*zv_#MfkG`OB~V*N1_g{$BzU6BGX5
z!19m&*W|DEFVnyG{$Il19RDf!Z_LKXh|kK(_D}pDnU#S7pN)<EpTNY<@o#^BtvHyO
z|7H1|`d?PxC9trt{*O}rtIGe~)xRtFZOZ&z%-<}3<Nq}1ug>^g>_7UyW%j>~{g(e}
z*x&d&{FCRqQvb30oA$Tj|7raH^!UGP|96M{?>YWs!N$z?J(q-S3~i0fZA|gM$Igb|
z#?kygHz4Vh-0h6<|6#d*PhxWiM<+oueFuD|f9T@>nOls1hvWZ=Q_jfF#_|2E{1>O3
znVIRIS?c)xXy{u*iiK&ZK*%MkB7U}Sf6c(lam(F62Mmz-gJa(E2>}vdswi#zvey<l
z_z`a44@NG|d{rK*8o7spG?gd93{9ycuCipvf;quh9bRp0=gNXvAdi%UnA$RBWJ$Gp
z>Y@B+Yx}zEs;1|P4IiM20S}VGknACB1F^f44E`>t@{@;YTOR(taM5IE-x2_4CR5XF
z{uZw~!IrTF)fnyIV7_oh6&SbdmpiMei2c*qs81fB8MvOw`v&z$BNEP%8$buyM7CdB
z{cQQd8|DrU`F-!kM}NM{IpfhNw|KDQaHSM@(!w<e<pK1y_iJ=MP)tRm)RSmLmvu1_
z@43w74oYvcMlWNH-qLx{o9U~+wWdZlT4%Dd+y==l`fL^84Yx^n(JSJIv6EuM9K<Y}
z(S{91^<4W{CTs_l>X+is=vC7fPS1ybEilz6RFNANMCjlMd(<g;FS`-}Cfo@lqJHQi
z)=8Ke^FRtVy0AQ>CLpi3Mt5ia^$iU@s~#Y(J}fN(l5YSgRv9l4!w+4<)M>vM^$<U`
zz@|66T1?;@h_eTlO94b4Aspd(5SH!8z6tU^ZfYW4$O3+5xV}9>gl-|47Vm1Xs@TYF
z0u=MnKAwOB86=9*{0K@J8wo*<F1{uYG^;&jdO~`CFb6ts^cf;(V0z?%Thq!u53S-Y
zW~oOe*gjbUhaGtL1iHsuqPL$f5yXb|Ztc)0D`8CRf}e@w-b%r*W#_D&43gZ`!W^`F
z1n$2llm@{UZI<n_N}kX5>$xPZ!bZ$)JCM(b+b>sQG(ME+%L=X%1<p^p<;_G`>Flyx
z7cF)Fz*`S4hm8(Nbp|nxO}(>+SG=%cj^e{vh>Et+=_+pxzZd5O>umG`JoNqGulNyB
zCv*^d!OqVLS@fwSma>wuego~3K=lf)TwK1`6M5~Fxs?|KapbBOq)m*zPf}47-;@;J
zq5T5Q!XB#lf(v)kfS)FMs3gtukjQmo({09_=6nR)rOwtTISVVm{ucg#27+{(|H6ob
zMWU#?Te&dF#9dI$oVryw)R?F;t5Ke7dkR6f=jf%aTq>KSn8i36%6vEJ(6GfgeP*ZJ
z%6i6tm=%-xlg|x_2;Bq%O&3k3lZ^eU4-gw+J3C+A?l#U0*ql77gfLwc%8bN1k1BJ}
zojU>wx$J7ZT3`WjV7rug8cTHwv0(${LSngVt{+QQe?ab*OZp&YG+9$ZXdE<z(u-h~
zlcKVV$jT>Dq%DeMMrR=oh&&Kch*V-}-VBn1JVoM^sJyVkDQDe*?5dB-9maQX`^MFx
z*+bP@!E+Jxkg@U9SR_1>VV-15;y%tezi5*4H|Jve=KlFn?UCZtvUZggjy6FxL^W?4
z&$78kwU40f;`*bFc9G>~Qh8v<W{@sx9Q;G_I7UDUz3@j)^lJZDky?<eP_rboXC2%~
zkp1y3O!dBIoMtOcTGx5>DMLDOv5ZlPPk#z|x|AYC24v|VjqSY08ehh!xM*pz%sgnj
zl(Q1uU0}8XaEmG4)qp(qOc;0ah$E?~Jz&q!xjT~WKCoA+tXMMLt#S7l?V>beTyFdV
z-U2dzp&E^x<|5#utF!!K8CE%eEd#MAVDRP-#$a@gVS$1zXq3$2?^Qi;LQxu>WNyhM
z<C??B!{$W;m?lzn#me<c&q@u-BFKs&3ExMg;mh3Yk8roL6ZGo>*Hh|ihO0WZBE>Ku
zQS{yZTceFVMie22^3Zk(9J-N+N)SQYt;w(-PIxRj<*hw8^oyN(PKB2MbopARY{!AT
zhJz*$utZ|Zc{p2h^YVf|3i9e60So<Jn1W3Tf*jl#J#6Vpn))X&&cbevk`}%I%4*Yk
zjL(S8FazK>LwaM!&d3Q-o`#65r6lpE08S#Q3<HU{GBFFd7YC5E``&L<U_P<kY-3`?
z=#Rgj2X<s#Z_{2}(&_9l7SU1HBn*c_Y{ms&>=FGsG1M(!F}QPl8PDv3!0(AsWMU$H
zBy<GF<^>ApweNaq%Xh#ado|MO=C%tvypV!k!kF1Ak}@SrPKaL}=rGIP`iI!e%H5Dc
z-;43w?GhK_gx#DYT+6N20-=uNou|Z9-t}j7$-^@eqxLD(VSYcu8=1>hX`?w~@2Q_J
z2CLr3_)lAD&5bAr?$V2}Eiq>s@@iDwO)>u&Rkol#KsU;8tsIb>wEs;oJ*KG?ME@4o
z@#E^Vo>3_Fj!A`u^^V=?82kZUxKW{;NRCiEX<9xAdySyExKn!I5XEgc={HNlBK9fM
zyS>&5kE}-roas1Mg5-YRodo*TvtB{%Zr&|r_~Eu7WOw3nqeA2Hl&pbh;V^6r2I^0z
z(H(wyI_ML;)f(HJEri{!evjZ_5OB~nPmq<5oa?PB%arM?4=*m48}sdIYpm;~s!r~l
z`&tbtK?VZuJ|4<}Bj{;6%)Y0>!qDWlO#-NBT^b{H>w4z17FHR};PuHT%?Y)-$xq&i
z6<un>FH>=A>$%YAA1x#+*3%8QF6;d1%(T)Ehqq5o8TZ+mvM%Qp8y=Q(z(7U;G<k|P
zom1i%%^=66ZEccBjC+Tz7IZW0o?6MKLhR)~yM!JQr%p}jN=bXr9jGo+=nK<#=QJ`M
zT<S*1*typCHM#A|b3sO!O~+ds17E5E0Z$QjWx^*KWu5zZey<j%tb^EJS!O1)mn?cm
zT`ne@$=OuE)@Zk1@HVQ#$SEzO@LX>`yM*y;pYy&n7y+{q3QH&xYb@iHN+1>htriW^
zhAxFdkTx@{S(rsFs((clW3m`3B)H(8QV)hjl!37LHw#x#*bgg};9L?f<uA!&DfVBw
zUUj$7rm_|@8NaYUXFJYx9dA8vI@0Q+C4njIPjDNP40Xqn-`->XRH(Zul-n*sd)vG+
zxT}$Vs0wc)4cC+DA=}u10aI-g>?nCRs1pBJz8=B8Sxj&Q?$e^~N`|Y`<pkQjai@xt
zp1M7#C8giSX&+(gW1?f{{dFA&4?P!2BHjc6vBmjnDluvge(#-KINK@|(_{4eSGo>z
zX5GQ%r;h7abaJCUOEqrX{5N}Z(_+vy%6c+vO-T~wSY<2n#NGls&J<D&-eJat2r&m7
zYiy6#v7Vfr3u@qIe|ZOma=_G$&}n9nZ#HSl;|VTpj5dbLE#PMLXO-`DDMcM~w9zum
z9%%y6INi#n3poo5vlID!KL-LHB7=|Sqi7+FCu^nd6SY$tft}YwDV)vcg;S=x0;2CC
zi#}aaK2mw+Rm8)lQo5St)`OC-7+h^pU-JX4o@9}ASUWg(?zPU|7m!EDo<e@lrna}o
z(c}cIx%X#;yUbuV+k66B*XZ#y1XyLm)Wr2{#7aXxYX!;~#~c}=b43vuq%kN`L_t8?
zegquG*o!kcX-ZI*eQy45v#X6*DteB)<!us*Q`)TlJ4#Oq`}HYEro^nZx-Y#DpOBlq
z03bjt3J)D0dHR*202(xNGW5yER>uH8J#jUaWRDG6*;-iJPB}Y$ncmNQ{Wf1|19I0Y
zyo}Tm<A5qo>C#)XijrlwrbVU*FK60LE7jw73uoyZ^wgc2Hau3{tc=l$Mh~TlpKQ<M
zvcU6}kL<=0mG_9sloff%<-A;#aleOFIipNM9z&;#oL<BgXTU#NQWmlWV}_Di(yTA-
z*=~ChnV!4}wwxlD!0aSj<b~-X3}}Y%JrKy9l;%W6%qSPP=Gyz4RchkJ!OWl29Lsdb
z+#%ZIZYJhLCtMkPC~BeYfD-`d=s{l~ZXj-c+~9j913eo?r~E3Q&a-twRSdJ&xdM?%
z4?<?nIM8pD1ss_o)rk4Dt@8;`BYVyWx=XDSTjDA|0Bp?A(+#&L!*`EPNUh1J3uVpq
z9cHgVc(R9j8=4K;T_y!nQ1xccLI5@{{vnsle;2M(G!?LIr&p*p!ifoVx+vOm{p%0<
z8(i;5$fwPTXWmbkdrvoPdN4yU{$l;BywnzyC$A;L3;K(ZfYt#%1}ka8gr(E81xm)l
z=P0i;<I8uHEw<~`t%Pu1#Ce?FPVN>q)VLR$eHSa;@P^RSnAjNrj1|d@Eh$@!)5hN1
zC+}#TZw@YZ)U{5LHTYf><JmPfc?<sV*pUvVACDob9LSgDu#CHe78#vYS#*jS(?h}|
zw4D{m;u&u~RJ73>?NdhZqtp?^v~|IrKpH0-jzjFN>MPIMhO7(hLc7{=W5UdETlDW8
zUPMc65$vjALYf~R@O6to8SJ=~InhjTI~~{akn0r;vT%0S;Js|MHO2^|_dDOLgki&t
zT=x9qDrcFYQN_tFHMQ-LVGOLZi;A24%6yR>QUh^7SfGiWX9Oe8hZw$T05mKHo`hFO
z9jz!k#qOaEfbB1UKjhKcmw+E8(ZW|z%}P0vJph!y(6EJSG+ro%OW*r55812QG}AOE
zF*G$c*z;BQac16)bkr3#yBwK?hJJN1wd5l{N4M1+2yd7tYnnqkCLc$RlP19p-*^wU
zNQX&K;dbYYVwom&iUpxAkF5OWj2Mt_lj#OtXB5?4GdA*n*Wd6XSP<0`gyoE2@`^9M
z`^nn;d*V&v?66bl^d)(oe)&np0c&72e`>@FhJ8k)Agx)@hDqb$JrZ?_x#Cc`K-rSM
z;_+~!ThS%>XEF)V(v$Mz7t{mXl*NavJk6I$vzU3~tjR@EW=iAkul3~FWuT<q*;XZM
zO|3Rm7t~m&&Nf&jbe(b5t{pAlC?=1Jk1S|!zW}>W%tMTtS;8v*b4tiYWKk9xc+l1Y
zHOa476?!+H(I9zT;nrm939eQn@r;_R1NrIKOjql&E8M$s5^tQh)d!ktn9Q6u9=m80
zp%+Tsh&u-+i&4>**VVX^I~8bN-N8(ZEO!i|nYx3u{?{x^sHL2sM_2voW%n;iUcwRk
z=mYK$uCLmk-3^g%s^;Lacu!^A8&bkgU0^TSzCi1OD&IWv;x0-&mD&Ahfx8I#huU$`
z1oLEf|BZ4mb(Y1_q#mU<=;yKOqVnkGQJ6VSPC1>3115K&!;FCX=<Aa5jMAJVo2nA`
zNJM2Fb)g>l=h*9=lEkPc$ia-!Hfsk4Ckz8>2fByv-*gn~=9tu|12eIjt)$^(6zYp3
z^YsFe1@_~vMGu%c`8GX%8v0Wu!+hzQed3*<*npg+4*Up?f$iU$rF*&>w7SnTN#Hof
zOXs|h-zkcE^ysF}p!@6Pvw+{9lFYqOr@h+bHxe(=?>#}EC{moyxa~yhO!F+5dMM~i
z3jCYP@AYy}9_%w^b@Wp2Pt-?D)xa&&4CN(BM?D<<HwqmpfLUxHo;c8(XtIYHud`$&
zDZnQ7U2sqz6RDHOmZyZ;z)hcj72)-}=WG*yZ0)cGzFJoQVXX9$*~?lA>V!7@;ifL*
zIE1T*;>`BELxY%1SK1-~<*kigFF`%<PI||)%O>F0PKR;_(~ul|hoi`#2h;ujf*TSi
z2^A+f%(XnKi^1uQl!@hcpA9w%=ur7d02M+sD<d>)#(DAj##@GRY0%hHvK)bT{>U7@
z?Y9TKN|>D@`XKGl<`xMXx_?*5^J{B<AAaQhj_DTgwTWthobog`)!%hqzyeY95Y%2R
zd;Yqp><zt5azU<5jUZ!)iCLOE=#}+1!mXpba%BqEpo-lC7!G1j0#y{X$4o1lV^)F4
zrD>z!7x<+ew-9Y5o6eN3I2OGxUJ%L-#D_tiL6g1dWRVBskmfC_b7+cT(|)62<GyB$
zhRM*#`;mJR-Y|NCIc3}jQY?1d<@~L5ID1V+W>UZgQi#?Adz9Z#zmt2*UY$lZ{R`<G
zptTu5{zg^cFCZP@?EcpCR1*+-^gq|=5D%G2rj+zNDD9vCA3VH4pZJXpvo>IFNKM|*
zugvtYmzn?%*2O_Uxm;fKGItsn$yboW*C5lme<%+oL#r>X8#^={cxyq`V4+p7mu0Tw
zzXCq`J)BzV6>-K-v=qDJC)=o2^T1ZOza|QmHN&rCmpE45L&J`F7dv4QKgwc2k5#5^
zGgZH)Jer0@?6r5_S2opohjnTgbk^Oj*Um9|1Ms*ShT*KPFV-wISdWYq+y@34VVD!i
zXVFEY5bH@H^6?P}i_QX?V@0Y0)i7gBqc991#gZrw!Hdp%B;@%Mf0rYQYX~n`+ch6=
zITJ*cKgpUtWnOPNb~{dQaJgPj-gHG>mw55I2iBH^dq?rg?f^Ibde!uzJAB93mVEU&
z@{#7gR&AH<!?j0T{Bzz;TVP!~H**{>zUc(eq~iBfzWA1Dw^06O)EPfr(15Rq&&Kao
z<nHz|NhEMQhO7~W9(#Oo=u9|XhZI&cyjCqhw7ikO9ga3Ybrgah$ms-IMJaTs(sYJ5
zB-#6m;F2VepZtRiBdbXC0#^mMrkLZPfECiu3XJ221J)ogT7qB;9}mb_Kx=GHcEdHc
zsp_eECtgl4@wT9?d!70?V|8SPkyvniox1@+W>0j*WqMb8LQnR(Vh0+nBVvr>z|84+
zYx;5s7rU`2^gN&$N^F2RLTNR%UVuU`3W1+XYi~8fRyWYRf!_wHB3hX^mWp6r&ymLh
z&mTzdq@2=`2wFzPRecZ~^yBCfzZ-rTbCzWOl<g32)l-DjcqD-od(Dii{cf7|M}=st
zmXj##Ww>)=?x9$DXg$=jbLSpLdP=con;Z0w)f-0()10fEkU;OzQC}++3U3j<)0OIX
zWR`NzM3VyKGp<+JDbk`L@=J53hij_iq=|9Q@QJEQ(3-8H<%i0v)3ZFlB22{TN`-dh
zWfYIV9I;!%`H^vq9=9iH5ec;pz=Ai)=rDcRJ0u2t<+^DGa|uGjYzjE@PJoYmC~LVF
z?}is3%LS}~H5H!1$gVZ`*-<hQLvX>^%a|1Z^gM8V#+Ux_NuE0K<wX{ePWCUrDg2j*
z2|56aU%tVyxI`dvZ7Z?32P;bj@9xDaf=>GK;UDF@dz*ANp$>sz$g_GN0F%Ex3goSq
zA4L{V{NJEV>L7<A7TUr73@VccnFr^H1^G4A%N&{C4{|?Hrx7lXO7C%g|3zi-NN9%z
zI7cpuY@S2k6dEb*;NIfD8koWX_C`HG{UL0fYlsgnWDB_jFOtD0C?eF$1*)?ZeydE)
zZJ2X^^95ea+BD|PPQy+Rp}rm_&&A5nhmNA}-&xv@+5AmNUye+PO%X#Ej*EN`yh3iD
zu8bNl$-g_7e@!dRj2>UlzeCHvOE2xDq#W@s1P+RoI%^$<3;GP2%?Q#lTnavj5x857
z{kV+%FcACn5c_lx!-X0PAmE_g_t^+CS|D@kn0?gRA4<F1bx?AGq084No;OcjqZ|}V
zsuD>POkTBs?zIFzR__dU+ev~CScZuQwWlEvo*cSF7k;7r#mle%LDK7L-IT`hVhTEX
zmw8L+1zW}q`GpKx2lRrJi1No(PG~14<wn%yMg7M+L5Lf|C!m)h9|E~vC?Va71yyTK
z6VXhA8|W4sOWP~P0<oF68X>l!q`p3vTd;N?47r#a+EgiBy>O_i)f3#ntwF}0t}z1j
zj6dSe^bel^-Sey+Sbo{+{XTeY6IVjf4cn!#eGM1OXD}{;_F8<M$Owb3%5et*@R7Z|
zNUKBL71{c>C=NMhh=t2~j149vo+!c02;CE~0_i0KGY#57N?ZebklCGN9z=FO0WzTV
zH%jjYldQZCEUm<*>itGxmhiTQJkVE6)m`VcmoQM9GzJJeIer8LP^sfg*C)kMd)D7W
zev-uBK)_E~B{BYHEA;-YLqU?JkkY7P5r<g>W}dcu{pdc?S+r$PvwVKr-g(1#u6=Z1
zn{lHNG{+bd6EHH=B-!X4Xesv*Cs3Qx8<C?du1L%hU(4B)NOahup{+4axz_3Jgt^c5
zo84IZi&Day#ONnF1XruugkmyRW^XcYkit45Aim~-CalQ12u|iPg6KK*S1&ntL#_LR
z5zffNT*4`{#-{)^{Qa}46CBJZc$25NWlYSkr)$yNtv4A9qXkagoMxx3(d81wrMI}*
z=s6CD)XqfgOd>i*v6$&y0tfcCr1jfby*C6H)P)JY0O3Cle#!j&G69QO2#wmHm;q+F
z6xi&S*arT?Hyknn#>4LO>dDxdCQ^1<;PNVV_0<8O(S+>JJOlRcvp@UVj-SFD7X5!O
zfFz0`l}NF%0_wMy$+xy}yM#bp4SXM>w(E0Mw@%(VgSK(pSM?_+`e)eJkk}QL_|C%7
zoH?CDA-D^&UE8%@j~X}%+B@kv?LNvwOR12g=Fo1SGNMeb8g=fghyA*YY}p}T21x(u
zIVMoeg0>4ms)Gz2XhY|LMOe#V8&oorYm#4^*BFYMu{JO=N6W#TUmH+(FQ*NTpK}|p
zIm<QJ54d7^{5D&7A4z)Hk-@>imzO*UAHH9l@%3-b+$@|`<>D14&w3h?U{5f(Z*=>j
z6crf$2Haxt@yQVU`}^sk^NnEwzz+9E$1#GS8M%bkA8|PMo%`Go!TJ(eAJ-0jD0^j|
z@=QSGCX;=tn{nnnePia_KB1z5)dIn{0xB;F^D-Z#{<b8~<}H3pdcr$M57vz-FLfF4
zY|b4U!pKKeFX(TR3|>2Jz_r4GcW|4wUYvn2Wq>moKXf}D*>;1iF&yp&k;Tbb1#kRC
z9Y%E;5Zkn&kWnP7K_e|Xai4)Y=k{RQ@?Ez=-v8vf*0~m3?{Do6=^zI*UlWvyc?t>(
z1_42`QasQL)$lTJo**GRXompV9&O)ayIzNI9^U+E1?vX(VVUP`s~!MWG)O+hnWJqe
zq}CWw=JM4Ctps7N$d%W|D6O!8b7~`ZK+-}yp>?q{T3WtzXmJY3HBWYRs!4pGN{{|L
zJ6pTqiwVduee^T&7!kUELFcZ>xDCdD*k%X|h&dGa&G(c3q8xB_Og6o!i7KA}V}ivy
z>=F<rxJeO9$E#LNu>-xd>)Nw6P;WJLgUL-+ux|G~;@MEk!;t>Ow_cm3S6<ur<>Pqc
zd2?iQ%EY!FB4cyPGGU#2G=bT?ff#wb0-rD@5wt8YP}LG2t}yt{3KGP^4A8idMlOPc
zQs9R>e;)(oVjYt+rOPnJ`nZ7nXfA7?`H9WPHBdqH=5g2Y)z*E^_1EY17i=J&5$5kc
z-2)k?xd%QK^DsrYP#|fiwup%FiOeDrbv+%VK)N3C3k=;Ze_oI4hC@%$=LOd-E_RON
zu_ooVU|SJQl8lCWN5$=a<#!(6B6dp+MdMm}dP76d9vd%E-;0~%zLk?_)@Oecqvb&!
zE4qxcD!&VDMT`7hqD!nA8=oe307M7Ia>Jf475AtfR0mDm3KmTfQ!CW<2|RqvvNI%-
zUm&Zy7a^BFUG7jH29SPsDo{KR<m-6S<Xn_u<YI;q1yIG9%^_TZC3m$sz&F%4NHjT+
zod|gG*Z!PULF8Tl7fk@ufQ21CYqaF`Hm6&V>P7xhe9iI5{~+p0w=+G6mmxgAcfb5J
z#@-_+W9K#YK`^9ac|7kn?n&R7VS1DyzX9{5i+*UcnN=EwTtBhrCSa3W#eOX3TS<Tm
z_T|;DOCPy1q;|1f2RHxJ{RdDxTwf2n#Q-Tc&T&u}QUG<&VY95c4~n&x11vAiuCXPC
zyPA~D2EC)_Z9NV_0p134ZYxWRd{3%~WL2FMfW&y{_8>g00g4f%IyNk+FY|1AGY3S%
zKTW1XiJWU=c%MaBat4jy$+$LXX#hk;zyfYnJTHf1`kpy$-L5y2gi$pj)}NeK@*!pZ
zE%U?;R_bCa>dVt$uLj)`PCm>P;JoR)GS@(y^?7_OIRr4jYS=e<Bp?i_>LO8IJt;#|
zeO1xiXK!8WadwbwGW>*z@h7qwe#WYJKl;-%_PADJdWf1awG=mZAVV#GYm^yxD&Q?!
z3ICbv&8vv$yB#;+sJBTJ<o^LWK*hgH=mdXY{Hy#=P+7>9iJR;*zL7Xd2I&kvRqC$v
zJt@o*XL{$Q&G9YN>wK%+tMq5R&!(;Owc0nioAs?}&--?`ckBCohumHIYrYeSZ@Q1^
z-QLr_0eUX+toxjP(R<04k?=X;Q~RMI<Wa22-P_E{%?xyJ!wtws><*h?Jo97?!X$8$
zhioxx+6)@2HXd!fN=0OB9HVk)d6^y%sQ9oT6P%8cEIPdH^p4i$4OR1YoL<uK#+sdv
zw!QG^?7Gln#-;_k>-fg2pZ+Sg>PTCu_v+2-pMtG(S;^C}kFUl4_<mzUa6RzQ4eE1i
zFl+6Ys>O&x3i(aQBYI#FZJ@2RnO(H<=<zfibUP>6k?d1?BoTzED((<O;(-%r@oXeW
zlJVRFQ50m&4va`a&2GPemJqi%$%8OTJj@!BQ&I>oi53DwEQmGbp=wW>9qj!qJEUrm
ziesQdsxnA}a1BwxhHV&ChISc@yWvRHSXDfq+UQ7!E#GL@h7E^PuSg==*og53j1g@F
zw9EHDP58p32|z%sbYy5*{Fx9hhOG2}n4QTM$KFXTUamx=wgsNtM1SCBB4t^APq`Jo
z!Z+S~{Tq*DW{a7bRCRju+gRpI)s>JQv}7zdyA)z|8L^r~dPDw~r5DxjONW&oOWl@B
z(xBx%>AfW74*MH-%Y8@ZRLi7`h*2`)(?(KZN+@v>(~~$ik4a2mPJ!v1n*+6<(vU^&
zw)4qJH<0-j%O$E~)B6|k5&^d*lPEpw^rQ{KUAS|fEpsC%`4PlJi&j-fBZvc-VBjl%
z<TlZwpuKxWptTE^gk(EYxipr-aU{HSav=#r*zYeT2@ioNyDthR&9E<&l^4@rM8lMO
zYwoty`=3rP9^Sb9XK97ohhqb<aKTzVm<huGZ95xxc4*sQKC^Yn?3S)S$3B`?VXE~s
ztfXUzOFsGC0C8bcobE`i4(DyiYtCxVJCJuY?}y6UNvHFM=#bc}3?yC3vn?kpfY!TO
zT$HD>-IBuu=4KhLALO0Ndna!!QRG}M7j+G?19<z<9spZlkRjV}W0zu8FTfF^P)Z~`
zweg0zf76+j@ZdimazKFt9GBoVQb-h}pUUj07J5%X8l+u7$tWOK*fL^Tgz)GnLWycQ
zYO2y`q<Un;Sy3<&37c3oH9=F@fYSf)rtG1Hx*xR32fC_zX>pPHqb#WSXWODxGrqYv
zv*g6e)`NRaHm?27y}etf8pW9&kJdgtv#w>{DSCZU=DIm+<~8h7o7?uUUv{e2IM&pD
zZ_gv%V0w|nPuJgX{rcfBs#6Ftz0S`e3bDddA;YG^^D5Y>WGN<PT)DbQ>EJtr-?Be3
zMOI}?z0#s^3l&(c0B?FYJ-H-qT&nN@EELU>gx*Aym?~H;R22x%-w;$>hpNc(xJ7kY
zWXYmRvZ7k7BF9i(?KXJ`zKela=!sq?NjyQaz8+GPph7qy$XnSEJ&Bhor9DJe(D96)
zS7kzEp6_SDUKwvK%Y%r%M4{JWwOUklh~*F&@27@T!4_0CK^JVwl>xZ*KP5kEZ21_H
z3NRO1G!nP&#+HBJfDu2^%xn1dcl^RKFidGMv=QRK-=oL79<PQDDc|5xCpz+zOu4Y*
z1BJmbHa0bdF}Hv=Go7U;_{)KTpIwhdk7vBO=9RTEcP=Y97#)Bve$E%Wz8!lN)_1b?
zu~_s)<oHa?#~&~s0rK<Eb3(vb!QtC48oolY$~T{1Aj}t6^3Mp*h)rCRuu0s(?GSc}
zU0j#&26sZ}<pzB2tsF?HNvYGs<HDH0`;*+v>jau1C8hWSiHzgM1H=^wkN~<!&g<k@
zAYh{mrIbtQhxL6nt1~&>+bvz7GWM%0@$RAB#nurq4WDUp5dr6YH85q;T)&A*e5j(r
z95%(ViJ%<>zvvfDOM(Ot|BK2v^nlCRRD)mU$JWd~UbnB|(ASz<>nnpL|K__|fSb6k
z=zIH-tdFhl>a)^H+FePuCD{_TY+1HqEjG{=1Ewu7IF1rJlkf=`<2sNOr{R-$NTCU|
zg$ZCN5GW*=1{YyRHjbffKGU=bZ6_@gX4*pINuUYCOzWYgjOE^48S1t(9gY2VuVne{
zdFP&cPOxTn8Ov~8V^18~PA~Y;DYj+fZ+BhaA4x?#mHz4)UZ=T!{@VjzE&*0-o4P^8
zK@qHg*Utuv%nmc*koma4p7aRzq`=gY)l3uF#60QV?B1^1>fG)9zHYDcpyvd6w)mK>
z-*cYKst0YO?zb6Rk;~3FT;v?8%>;3PV(bh{`A7n(a=0(+^Xb8mtr|i!dskl!wwaf7
zQB7Jy7&KlDp^^1fa~WgI`tALOQ34?mCU5FKb})P=GMU2U1^6aS0F;7Qbv2Sr6o>%8
z1=7i=kh&lMs9=y$q81nCu~`ua6&3H#k9}+1oGsb>ug<-CY7EakyE;$qUN^7%y{En=
zrs>tCW%;RJROSxd&cAW{@CSG|_RJ}pJeI$Fd2J7F{lliMc3DYp0B$j*>rV_L3Svg%
z;y9fvtdzWp4=MLjF<c~xdQeX-O;I^~SkjY(l_Uv@)DlRmJU6Y9*#pWr0#jFmR}Xo$
zSnJeLqxc^9sUV`sp7YpCU}6;7R1Y~#!DS+o0!b`b65y81tZ_5&=K-s*f{c<XFwfvp
z%nK^Dh+iU(PZljE4&=vrzaf>=3xt1;1*oIZc5rcvpm%Np8|=W`7<y+I1%L``j7ha=
zt-jaZ>!h4?eQ~n%E5-9mm*B_o2705vC-yw<bv*Cy4eg8^(e)J{boT}Kg?<=2ZR~d+
z_rD%E8ymo*`qAPM<3;!95nsTehbJ{COW1SQOo#8PiurzIFd7KM2poGEepS*HIN_XC
z*-wt(zakgZiqp&rW-D`zp%}IbwCI5;o4ixNVDip1KTOl3R(^J9B5eD&iA@A&c<kE3
z!~g?gx2aVsg(Gr_$gXJn$I$T)PTgorzxT?Xp&z`z?&<DK+j=g<?K`kz{WlM_6MtVl
z)PDSL@4nD=^@)y`=k;DX*}49_G4NW)%8eV^nv+Y$8$aLC(R;LW$uM+S17Lbf!8Cw=
zI*fQgbfG=zg65)x=9+qHO!vN%RC^o_n}=+mTj-VEXC0foJ6+p_!;U`JUf~RVMt9oO
z@91}*6fV$%Uh`7fvZ)-bgHwq#g~0Lky(x-_yKA834wKBNnC<U0Uo#VCw$y;Vn1E=@
zXRqn89@sY62~Fk%UwdF0!U?&xZe<Es{@(_ZnPitIZEa#Yej)`*0)aCrbXTF%Y8zH9
z*l}gaLvuo}9L0&VM^2CC$9}Q~PrkJFOPhY)xg;n#e74a1t9v}=55IF8FS~v8m-(mi
zf1X=Tv|-Qnj%V^ipFGoJFF5~Ogp=F}NyUy5!$<{L1*!EpSj<XfIj8A1zygF}ybQrO
z9qSiQKN7IwzD=JIV#pcSI2%eqqDiGrhw2;3A=8jM8$wE{VKUMXDsPaBum^vBig1%J
z!X9`u=bWBb!M~R@NX_5g;>6DBUAX0#XCMZpVtu2*=Cu(vr|@7eUyRGUiDqCs3Y0T9
zQTxByPo>5~g{?K@53H$DlND4^sx;Kt(&XqMUu+1=?}Z!g9ZWU*tOiZB&SVWWHq|t5
zi<|3Y%-)4e)=#emJ+DM(C6n5zcG+DY7JclZ=}3t&PUfaQ${I~^L0Qf6`bQ~fb;K`H
zSLu(v<RR)5c}8<mpq#!($d&vq4dqjF)??ZvO9H#PBt~3Ru2DZ4<<eX$M{;b;^iD~$
zJ%^=i1f7IWbV|D5qG+TwLPVU=Bg44nKFL6<j1!aNg&+k+?o)8Z^2Ae;fFe>L-(qbo
zy6@!Vj(h;rv<0SA|8az?gC&n*bHux0`O+E>9}~q{{d*6-6{*jUZf>835HH-4!(v;y
zxwXS@<*f7ULS<F?@;yK9Y-?Kfr_=c>fG5P+Fr4(%A%v(E3UUGbJ!u=sARFZ%`659p
zs{Crbh@)a!Y!x39JH_Y3m&JqP1@SZA9iNWoX_5BF_-Y~MpUce^mI@u*<HAb+ChJDw
zHQ^)Xcl;Ic_kK%Ih*@LIERHHi5m(e5<)~80SsxEdmio9QAeyayQG}Eu__Ssnr{#D)
zN4TW<0`K8C4KCs|ZpOvAMTQZ1!OHW3Xcif>rx4)$0c$|CSTq76Ik#J@)fAC}NgxCy
z@{H9_nS(I~GxAi@)yJ6}+4QFPoFF+}^5H8rAxAb2BDsR5D=3GXq+%=?>*EF-#jRk#
za^#}H;4V=>z7g_avR(0l6PfTtID97@p7=DJkwq5{G$V%|c%@~da|<ryc~m63yb`c^
z6kIrFCPDaJ^u>cab%`;hrj4nTI+aqaAaDc8L9q*yic;IEAuLu`DQPjm7j#?6kF|<P
zq`a$&43^mob(4S5*=Lt?MxEA}e|Bfo5l`vzox1s58_3Y{{L^?Tz4qSzR%aQ*xdQ>W
zCF1Qqb0M8@_$rA&fXwWt7Ui>(HxW7Y8{ot+%y}L~Py+W!o74~o33DWt4y0qPvG(|r
z)jic4lHZN((;hB65<8)Nqr5+sr3SU5fr~NAvdG&MAtWj)A{N%lS+EOnI8ssJVO>_1
zb!lq+(Mn6G5+^DJuw|7|VK<zaV8Mi?NJvB~*t#+oYt(2;E2?tjmTVdXd;~Y4QgX|n
zN-~+{;BYBxbij)3gUQHS6`#0r<Xox5%*rP@z+Pg1&5|s9XwXy>V=<e<-9vR6*3Q;x
zM{qZ0?z?%pJ;RxB^CQcL5er}GHl^ji$_DN7x;0zoQ0|8+;9fE%<yH;1;f3Q$Gl#<q
zZ%%aGbjrS7{x%2(vW-QKbQ&s|$y-L{CEF6ZGW_3%uQn>joM{;-`+Cd3#;-oS{9N1_
z$W47#SJ#GG2EtHmgyNvTOe_=1>Y$1<uun-J6PRR`z$Z)LN7+sWC-^GcjNk`;nO9g+
zo3IoV#WFqML0j;Q%V-H6-+b}0*Dv<`i|%R<j-tNf`}=L~E_<)N+uO^%cJH}+kKE-h
zn_LnuhGavELQTY0Eu$DaKmyFzA_ztSDZyxnWYjUOptY7#D>OQ`0(tS!p&*^9Z7I__
zc4}LtofK$!#cAqH2Xg86w|7Yi=>D<4y}iA=<o9`gH?Dbo!`FY7XDxRLal1SI??7Ff
z{aCYj=GRa5N%QhQ{?_~-eD>15U|JWGTl-ocd$%I}^0LmcRc^bCEp{Q=N7t+=my=Vc
z@o?Yj4d!dhtjG3l*-4YOxO4h%y1n2mG3o_Xl58!e7TbgR)uxTcF4N=wUfV9)erkjo
zGF$d>zvQr<MR*LgsZ6OfP+A=e(#|pL7`1n}8H%Ww_8-K3V6+Pk#`=g_hxi;dX$69)
zoS@!uXI4=8+#Uf5o$=1C1?wdcO(ns9$3dD?<4p~hFWJVGN-|)zBRUdG)5L8J#RgPY
ztuKj$CDNTGGHQ@py1kuJiB4Lyw&hUoTg&f0H`f2B_RQM+<k5Z8RPPnE=MO8l)VkeL
zx$fco;<XJAEsU+$I)3aIr!GFZ{pWA=Uw`ov^plAU&u746Pg0cbb<mTSs-QkSObOE$
z)M`60XQ^*fY;&?dHtg41c&lguc8bU+2!7tl^Sm>XwxrSsTT1zK+{xP#N9b*ozCcm^
z5#*vW(6kvxZe0dtd>;x&Xhb>bg+m<6Bc8B6&G0TheGBW?Yn11K;_y9uk?LesO~7?t
zb?5k-`Q8p@*Y?i>(V=q#vuE1&9A0a^8yFcZ;hek`m)t}}9nx$I_ExH^Ei@;TGNS{?
zftVjI+i)fSuQO98EK7WGhbT=5*;dq+|2X92y!Edk%QrR;oc&`BaPT|%&t84z+U}91
zGB(@A@@;f>d0nhLdYyUHXY=crX0;vNe&*sofPd4!hh1l3*Xz)rx=-~CdGIrymppHH
z=p90DY?rXRV!v;H#nF;sZde$tFs>H5gkFl)u{^ujLszRlXsXVfC+u)GdVPpxDa6`r
zlp$rcezR0Gh!O-;I$KxwUPeso7h$|yC+dAqyId1q(N~f}DLE;oD4Wd>Atgz2T{?x+
zR+e?9uq!Q=O7r5fWYZ5C)Ckv<F(895=u=(ptPhwyD&CRx4WtJu$Q)JX6|#FOu2$d*
zZw|i+qJ5Jcq+YQRsAUam2}$HR6Yt7OfLb?str?!=k_v`bKgaNr1@xtY;Yni!7Dz=F
zkd+vo1SGhD0F&n?&yfa`Y@58EOpa&TljAd7xJ>-6;Z{Plr!QZkZ2v)X7VVwFrIvO(
zX2-Q;G4eo}ni%N_VN5g<Da2oO;pSXAMe0J@V=?HF5xo1=ZGD?la(|qQ%wMs+$KkPm
z<%yFQ+vV<S7c6)A;+#*uBGj}w&GhMeWrH`|T=}++p1N?)x;)>QN@hLzrslAhx9)r^
zzXOQH35g!MYGpQ>l=Fwvff_08<_M!s1EcN-MrF{VVP}}NH!5WFd!WzgtWN9h=>F)t
zCByd7r~z566au_~FBS{oOPS~r%VKLXndNaYHp3Su%Zttu8OeT0lqr_=i+)}d{h73k
z(-y1MDdRF{saP5Ji@+7ipc?S+44)dXAvQooE2C=k?&!LxF6vdN4_U$pKg6J!W5s}&
z5$SFbiG&H24E%DX5iSp0zkvt^8i)n>#UlLTj0uQ<zj#aNt#1S9*Uv)V@MX|bH{g6L
z@;d<et?xqwYHpF719$=NLbLfl($N{DHK4!$qk~U8-V}W<&VKEYp{`)v!{#YK*c*5F
z<g22$y474FbVN;ybMby%$<+C;Zpw2FvH30e)!&xnxIxxjBhgJOE9ZG-PR<WD#uv2N
zjF48(PoLHO2GXjQI;plgAWkGpj?XEJl?S+0fsM>Y%ck<K<kRL|fe~t$IpX}-_)*;M
z3kjmn%XwfRsKO@BZuf^neAv#0Lq4xJBeOVwF&?9_YBp3?57cI8YlqDENQxE1thSFj
z3PwJUGC`8D3Ha3nNwY*}UFU;ZjFA+xeNIx0XszMW)VX%jIU079rju48A5uGRGGU6i
zaB)L}wBF8hWQ!e|RETN}q$U_>GR;aD0uMHNHu6q%Mwz!?&j0GvYbQRay8nTdPH*``
zf(d7hZMS>u(T-<-+Wt}g^KIYz>r;nLz4%zB%o7nH{qDO{TCqF-m-G3*zn8zn1yK8<
zq~s7|F%(Ytp2`p27Tb%Mo_EmvKQ}F{bhuJPNgq&@ek&-c8QQ*?bB9?+V}hJm7|agA
z+C&Dl=i!16^SKfEd=>6B4)Y^k`ktmPV^@N{mtEI_Q79P1RJgf0!Wfa!4)cR2=oLNX
zN>VIm>QR03ZDKuxVTf>ZF43Kc#KlCeYMuyno%07V4<BxhMEpt>uP9ZB3Wp*Y-~r{X
z&*fm4z~zaA$Kx(lf(zm}Sf$vwW;2KkV+R#P&r%V%uA&!G9HoF~SJ!40Rjwg+a44D1
zYHK{9tuQ;*D5RQpEAJ@Bl{3m&WkS&_AV}4?fC;)3S5R4?>GKgypCHhpRg(i`I;^N=
za+CH|40yJp`Z@ASQ?61}ZsA?l-=uW29_{WZ$XMxi=d?e?q<!M}2<K>2W@KGFh`KLN
zj$cla;RSSke0Gi@XRXW@hZ*b4Fk}6KVdkcD`xo3Y6dnJ4B78W|%s+UTVy8bjXv-1I
zVKKpSz)|S8p;-ekL=6Sj&h>}Tml;O!dGufW=t{wpZ8hSsd11KH6$)SV*L0YsCamBY
zoHx38s(*`^?I@kPWLW|x;*Cy-o|-l@c9~j&nKHkGuc9R@YKd3Kh;@cCUDtoRDiw`s
zPQnSX9<(RFydyn(Be9*X?#LD&=R>K@!1d!4MK1!b`_XrYP?*h?5pJu%Z7RS9@qMmW
z9EW^#cMxHQ7BRyi&g~F6<bf(^H`+wI+vD*wMxJ4eoE>9S$^_y@#^yc-MDzd&jo1NW
z5z7Ra46}`SfzdI5Is<4QOxBQPw7P~-qp>WxR$cL$Zss_1hB?bjz>~lQMuiw-NKynC
z#>E7*&fvJAGe9zHK#{~yos9ZF%Bw!MiSvx#d*_e4vtyrq=d*ox?|s>4pX1mjiId>e
zi;qDGBNW)0LSYG|<-2J&&<2IJ10+h<mK8MAsp~ejs<014R|cf1=?dK>Shaul(S2#%
zKd>^XsEfL8Q#V8s_P%EaLP66e#qZ<ucb@0>{63<A8si8-bcikJh=*#-G&C6uO?-7q
z=W%r*$}}PBK8_IT{<LhR@upa+#$d!UO_VlkpIcMz^=^kjP-YxkaGyOP+yvhlD4v|5
zOxFQ>8=MZ`Fss8`@_Fm_*l9vd1Xlu+Z-)luwwRInt14k=1Otv%C|U38$sWrU6t%R2
z>R4Zv(!4wMg}Wwxu|-R!cr^RhuU+)4MzhZn<EIG%{Zm1%maR9c2e)95i}ZO3Z#Lmc
zqz}PE){ia!quL(&>p{v+&rWaBD8n@M1OUKGLck$@GP98I`h2QxA_6nxa^yz=#7c5!
zfYEK+)H&}?pIHa<9oF}@uCLZN>y%!n<~xB9BOFY;9CE^y5dPk<(pz2<0->a>$90>n
zo~9Nyhu#cNxSjtT2IH5w8D_7FGHvB!y&az3?@&Y2hcRA&(P*I`s|-q2NMTSuZKkb0
zvZvAPEV+;r0~-d5FSmEhefQZfK0Z(`R3sy#7uPJGW43?IsNU~gWPwk8XY$z572EfZ
zEUGT;&gyC=6f@ga?tJ)%B)LV&%<`c={~S59-=aSEf#07dirC%u)QT8sfl3jto7EET
z+fM8VZ!PXE9xi$BZd+FU3j6Jjuio(k;uZD`JIcQoW~2G0_&B&hi{(_=7xF`2Tus1u
zwt#%w?7j+|?FAm_6}cD`Gnxf6J*95gLja(L!a^t%?jwj)u_P1;P%MQ?eFX42=%g~?
zIyKM97ujOQ8xDtx#ZrMQpmd;W0=mua>B(j@WLy+|J}<4-Y>ngU6ma;c>R8!wSk=^$
zN?lO@rjn|w8#P9at2K7Rw4=j@uEC^gW9ii9(y2`)P!T7nxE+F98uaS!&3L}KGdD>8
zI@#0b=yL=z82JP@PDJAsfNs;q<9}6xTTj>SqaQn3GPw$YcR{Vz0Oo!bU*f`H37EE@
zC>CHq0a5J4tJ-k<;C8&9y0N<eJ%|A|?RLohVCl+js{@l~nL8^i-7z)3*O>h|Zqf}0
zi1j~^I~NK;Fv-@myq(<y{=8a^S{W9cWcu&#43ARO<dtXcvMhhuP!(Y@I6hT-$jaC=
zNPktuZgnN%lTS<?0V4}qrC8MTT2?S?vd>`0bCw`HC4^8LFit1KCu}l$k9Z)nFT2k^
zLcB(d$^NVjXtd-m{YRK4^V5t#(@aXY>%iw2dJ!NI0JNP=5uR2$XEQWM93^bd)@{l@
z*P1+o6oGMV35_T{$Ix*)=bDRiHyGUo3f%w-?K+hNu5R+9cQ=xsYYQ5lzp?#z_CyU6
zz^x20^K|3fFt#lyj|zRs`nC5?Mk=x9W?|_&iE863hK-xYXX0_0(=zYIKKEG^4~|Xn
zp`~)Gprt-gdlp65Aep0w7faFH`?4IV?l~~nS62EZG>$+N7PnKC^|Laqz_QXg`Pqrz
z4W$!eI4yUpj}-7E&JcuuEt*6-shmoZ0N`z}B1KyUR;pywq`P3hJRjbxEQcG2QR5Hr
zUy#izKZE3Y_#_;IR0e{AiCCMMg$@<pJK-be4&Liz*|yFO8MX(30??PM9-tPeSui4`
zvoPbC1>1R;p{aJ#6{spVc^>_pKOaGj#h%`E^0Kq3y?|axF&;?qk^uQk8+vn;jlig-
z;gpD&2B$<oLSzb9RgwislF>hrQe;6<<U(6pN>c?*Q=>euWGo9pg>EM(k|ao|07}xN
z4qKK~jYFt7GAbblAYrbU`~9+np^$)O_gd|BuTKhHxFGe2lyzyB^rA#bXUKg-C+g!}
zL>uCwfaY+KvgQO^%3AXSwB`rm>O{~dX*)ZlxE7bR4z_yT<Z_eldLw<A_PRGbD2QON
z&7h>4Xvu?^$2*gP5GN&OCeZ(Wu5bw`k1Z&+G+`xyW)Dqt5ct5zM2rK50S}CrZ`ui9
zG$OXah(vG&De5`_xgZ4@#5Ls8U!r(0@DOkG=vPHK^O*!Qd7hOQ*;;$sg^A1duD@&D
z8v|2w0`i(RJq5Bx_0z0((bYFR^DMu=W%1`Hjtu0p0<<iVTk!%Fy?Vm4Wa9LQWnpvK
zk={=I!%X-sjNrGfUGyaof^*;jXRDu&M{S`y+MAhA+!^hUZ6tS)M-qWSep_NRLG1w`
z5DmfrOsf#)EEIuQl7Xxu%22^z5@Lb?NFjzH#76}l5PZ~1r&A&}Ke1dOz_J)Qw7@eW
z-)cwsn8<+=U#I#UL2!DMn&5OKYmTs4*e$#$c!WAtIK>bzq_Iu~MEn8~zd*!b;<5Gp
z$*EkS>{gg|tCN(vYT^=cmv}%tE_%hCtqdO*<Gk29gSc=ix(*a%O7b6}`(WzQ%-B-9
zMZf+}d^GlW6zEK-Oym(xh+$-B0GPo}%~X;4xc)TeKL8HDtCahLEdekZoM)8cx-s?B
z^wcLll-q~csbz@4aso_)mh6gE0W|nOQqlw67Un58T5P@gl4twGsnwm+X#%$Gq>fh$
z6q-3nJbLY-_pEn>;0Tj=<yGB8Ry&TJ%>s0%oa|M4&3VZM%78gYE)U%;+!I>~SE=h_
z4=N98+xSP7$F;q}e)zoaIsRM9H{fXOO?XC?{UMqsBb@{#b<#|{PVI6cK}V<rouRIv
z)4#SHT$j@EqX~~=%&B=$l10Z*mj^%Ragtr0I*5;LPJ{Hip+ue={>UB9We(TN*e#Bu
zP1}O!)PbNRkRId&krj+~r{g9TW!DR$=0#C=sSm&Wt8J508{awfn{}^E0e$z{H{Tc-
zI{5r&kKgymO9#CpTmSOdJ5$EQzDpx#!56MP>8!apcHyo4e_HwQ)8J_Rsb3T1wO=BA
z{WsbP1u1OVN%}~U>^GjWo-@8_eb@gzea!!=!TMOxiV=5TvbRhpa>gCTeD8AmG3zjS
z%ouBV-8gFnL}W@LW|-@P|KYprW1G0oIR5+H`R#muxfjQ0pMA0KT*uDYKF4na6O&vE
zWe`#t2&@zcDr+c|f>J=Gq!38UTL2X{3S$akeUaLgiY|o^5&{%$L)$trX(0aTDpgb)
zV@QiSsZ5h9V)px;4Qy1MEakcLozIHD&*%9*-?-f_#p5*RMRp8?pafVNd2*blYrO(u
zL$KSVP@M*Bxlo7&1jpL!Qp8&y7rabloZJpfP#9L@*XeQO$O6Hi;rhJLJ7$=&SMXL$
z`SpjU+-bP7x8lm)sw;b|>zh~i8R(2~MX%02*xhjEK_30o?fVv8#8b0{E2by#p3WIQ
z{XKn;xAl_MRWgQQX9BG6gfd>yEl8!<gXYdwtvSYHsVW#)p-y<O{b^_U?$PBxSz9;d
z1^eVpdQC^ejd*dzZ`VJ$Zg}O^Z8Oo{KJvz@U-u~G13T5QYKcbYyic0;rz4tq@?&Yq
znH4KHvAC;Ol-tc0QCCMnBYaGsm-o&v&uHvn_A>*_3FabWtA_<pfW^$T#wWEonWq~U
z1v|nE>ldl>wPo3*xi0lNZB2etd~1GJ{ekS^__54cbv%0^7bsvnk{AyP9rQ5JPS>1=
zKC~7=a^`9BFWeYeJM5y<_A&C1PFY7??z&tpDc~jDlhyzQfme`(2!I|S_y82f;NU0#
zg(Q7K@s6YCBoP%(5wRd*7Q~fP3kD|&=0w4qDCnAkuPOSBf?{w|gvIZ0avP;97VCxA
z>I6~>vPIx)nYfAQnY@Fnaq=efSBQ5iG>VW;pwn!|QObnD5e%)6A{J{5))9p~06Bv+
zVB)_681YQGJUyRX1clYz$L7eZ%6~up%+XuRBFUrx2R^+FDR}&Mhp%oZe_P%%h}m0u
z=;)G9mT!LVQ0OY{XnAT0b9jf6v-1HsQ-tC>U%=}SZoawsZ{_$m=2`b)T)Pi`G`i;+
z()Hd|MB{si#yXIJ`}AI$mx`6t*`Q5rO)LRxz!vaos3-MP%RuTQ^_*}?y`-@pSk71p
zOVAtKn<B|rCS!8&PRT)=>=G?{{E}FwptO}SnQD2Dhvz-AqSRt}0F+^US`+Iv2!Tk{
zIUF<%Y>EtlDamK!9-c{J8f!67sXPup!@=50<$b7PWpXf=xo*OsdI)}m*Eza{AFGgv
zt4<*ldEM=A=JCg94p)Oq{&8Oszju}^@`y|0GWr(2`YpyK^eufn<T3eKWNdu)(RI9P
zYE^5iFm3e6L#`igLsho92P?R-1pQxc+ryN4FIT-xCM~hbHuFeyvNl%exAJJRSt0J5
z3hZRZ=WXq;2$J_l)Z{mGt60y6BNM*4vm9{z%gdh)?QD4NC3<qPo;~^d-rjJMcndP+
z7up+DA7_h3Ne3&XUnO%3Qko8<AMV}pxm4bGXt5<qd_i40(7nlq)B~=2UzvW0CO{Kh
zr0?35d_7GpcP@7=cdv1FySm-oOs{jhYrA_3)0gVg2A#)UgKj1cRA)Z5FttkVN^P}m
zac$7{+IFkEQ^y<wt^wvq?nCggW5_k+KFPeVok*X9pE@qME-}N}+4LQ))~n5@+Z`Rw
zrKyE!i^U^&S{<`pt;|l%;!Zg=lQk}(*`V9wT{V%fWx0kV&O;3VP(*LC)?7XhC?>(#
zPlg*B8i)pT>qw+u3HKw!pBM?rH)KMtY&y6M`vZAg^?(w~r{xy8PbOt?dg3IfYX$BK
z(GQ#YA^zao;0Bt7=+04eBhZBc7>83p2~IiH>%%RA$VYLEnYfd{nG82f^}G|e0`858
ze=rlcpaUEzu-qG9Cs+^H3w*9R2nzXF9ex$^XoR2+KrcKVa%7~UHNFktCa@r*#&gB$
zdReg!y}6@5l)mzOP`m!Y)NE+MG>eOs)L`9e#q`dO)o*mb#Nu^VdP=J|#Ka~!1phs!
zVeiRzUz|C$<7!uC{<8=EKwA`nAZs(_=2En0;I;Ny+sj|QyL8pB)_4={cBKD70L)o5
zDP)+?BP3?ei7a@;361!}(J1+t$$lc-FB1&3KzN?C0XvX!C}E2-0~)}~__rf%Iul^*
z$ek;Zhzi;RXlm;oK*$#%AnZJ66P0*?p|5d9(m_%hHKA2%q`p#X!}&_&@rn8E;@jd7
ziacXP?WjVDf~eS6og-U872b*zi3Co&qK>kI5t)Qy<$0WOI?D0QBHn<jo;{JkNF&J-
zEv36C1eQvr`!1b$jrnIM^raK{=mt8Nnz#&+q?5(}#u*tlUa4e5HKbAm8uC62CoqDC
ze*`8?mhL(}rM&r4`A$xsuQ?`9)8af;N~_R6|CNJ_gHdx^`Dafz&xr=_F8QRsE)$LV
z*=K)D{-(6yMWoB0QO4MTbjiYwb0Bo@%V9U)Y{rhd4jmkcoN<ge&wEWB<^`dR&Rr3c
zO|zwoTvN<M1rsp>S_laS!a*qjQdtQY1KdJUwQ9<vs;RJ|L^zL!<2(UTL}Qz9bww#R
z!#)-<b1IjMr&JH4^m95IyPPqo{mr=QPPW*<>0CQUG92VCkn;eAX10ocbALfKw2SAB
znn)Q{=Q7jsVHK*IbCfD@0(v$w{FYPQ4<kiIL5N7|G!p3l1ki~`^2GhT`MsmI5+HQe
z<D=L-hyQpuC2Vr}0fsVxBL&2{6YFPn5hz$zO}d$=?pY{eVD(5Bffy|0?~msgbP&_&
z#d8bN{;1V)=IHZ--OD1IQ`0+XI7GM2$cEnf!M3kYUHO)_g?0yv8_jJ|LTc?Qhx_7s
zW6v+<?zy!I{`^>4PMf1qY3|xG^{?B<Zyjlxkz5P^*p-gfTTl`NC|`VLaM-EqfC6?q
zYxCFw7THq6>I}h6WvACP`HSJAJez4_d)cl00rp_canE4Q#TwVjP*<23WPizCU`dp0
zBUps6lE?M5R4`7(fN?skO*5*VR11{bE>U7QAc;0;m27_2C;8nBWB5A50?0B<L=Jmo
zIXrf6lg=?f4vT(2McD`$P-zyjW5mAG%r<$PY)1dU6aOK+>SLR@&+zYeck!LiKKuM}
z{*3MT>^ooLU^|KJ)DYt1qf__@AwZxsO<^>pfS_xjE$Rv#Z0#aKMn_RvMmr1@V^i5w
zNPw9#TA=VprAg~5w5e6K4=I|UQpB_Zn%2hI`#UEc-L%cl`Mpow<(~I>-sd@oNXHNv
z)kQG)cH{?f*n=44m(69m`^;6}%)Esud+*M8ADT&w$wB7dBIEyq*!-B|yN)*<qYei3
ztu;I}5oP!oHXi6Q3a_ec6yi0`xQS_BOJ;CQHBH6<Y2wjX8p9BthTcSWVchx@x1b}=
zQ(nuOc`n|voN}!8*i%I-KFl|TTDLtr$wZjVtHZO}AUMkPo+rNiJ@wHusfahIF^a<2
z16z)N@i$;_8I*N3AezCuFQ61K_qwYfU^``{t*n)^TkV3~CfJAZFg?r;bHl>0-Cn{a
zszjGeCAP%<m@ipM){;=NmF$OHLbFanll)fQ$ypbvG55KY>2>-PeauYn!$b6|DY^r1
z#@i^GvztR)APSgjnfj2%VpE7UfK9~IP$KFO5hDjQ(cuV3Wk6Q8V}xR&-7SiCl*u3z
zmSb*^2ZS>*J7$`jGBHfEvh3Fq97_fK9BM982hWRU$49ccI%8+UjHSM>o1;ydEJmYE
z{5yCDR;wC~(}vt)uv6FYBrJdNr+o(OZEb$=Qou?~sL2gZ<8G`B+ICmTPDGg;{;%Ee
zpPez9h5xAUE287=14)eU!xz4|8n5oRV6^%b{$S3iUt_92`8bc?;@Z9OSbA;cY`@|S
zsmu7u>(-vySsppQ^I&3LH;?aH9~C^cA?mky^A8f95X3CbY_Ds0zLKw;c_9<2<E>ax
zD62D^+KGqpja_Z5qOdh=Lv8(IBz<M3Zqiriec;k__+#B?uH&LP{33p_VFVuz9%?w8
z`gzOwq$NXC-)nUjPk2r=QTc|&b(B^1=d3na%i74X0<09hUEXzGdTs_=b=b7({@ex6
z$LdX$#uURKaFvRxN>;&>NH?pBhiQ@;TS97?9?@MW5tn7eYKUPXlIoTuHC>+ibPR%9
zx=g1aX9Yxyl-E>A6o#yq@B+k8G?L)?>0he9kaRdtBAmCylq`}&DI?K8lrZetGrBS-
zU7|)Ht?h;67b4=5&4$RiUNw;o?OB;Cg>HwaP;*}LN_oEd{pwtw_T&bW$wkYxBDrV`
zhPY9E)7ud9jB20W4-XQmjw_>{A&Ou9tnIvYC)qcUOx}TMes7{`>kZqMoEa`jP%h%%
z#vuWMr*jnG52i)|!r!3Lm@tOKYu89$AyAs_L~;7ilG6<<mz<v6{qRHYq1@CBl!Zl`
zx``4~Hy?lx2u>3B0f7w5PwWANMpJdNv_i8PYtB}ZD7~$$%$g`;8X0;-UwPj{^PE+X
z67%E-UujP!J<|7{>{_~L%X^1*Y@FLI#joof8%qltx9vGKpWZk5aIat%t!6RQ>)W&~
zS>LpL$*F}+&uuB;Z*EzoFWz3;)>9cBT-bH|cYp3#N_sC(davdH@}fAd(Z${%=6KAS
zyV07Oi?xh89id3ob$=l1sKGcE_xX_bLEC4VC*$q(2{;<SHiR?;dwmhX<`x87G#)NQ
z6AUYi2jUisplCKh443J>x}62QUuJ*9QV|xj8+^ZlCi3Dq65vJ+nXEuYm6kJ#Y7}yN
z!El0b`^&<I!e0eiDC0Tj6u~Pfe3^=znQoXFA2>cS36#Gz1MkE{v5GHO#TPpbM4g4Z
z6Ui^}UBI)=NM?9|Knal2d4h!GrkI$Vz*T!EvpJgBbZ6C~vsBmh^)D}ba=2XiZ1A-b
zsHEtfB_-?omp*i9e{Xx=s9JMiva^5jE4z<Zu8a;a-shx%;AGW*{JnKAZhqsDO(QSC
zWN3qTzZH0|VL|@}<PBR<BR?tBh?9ww){ffo?3(sOyEaVikM2vHqE5umMaJS{1O=!7
z<F5%MBAV$X6@NQ1lsFlsJvErvtx<>J!bUwt0Y2tR+S?kX0YZY`QO3;KP@HEKP>ivl
zScLkiE{6+Bg0`R!+)w!v0sxd2ib9vLPGIapM4*H~gG{gso8VB<)MZ*{`j&~=V>)I!
zZMtmw&{Sjc*C$sS5eeAUd25+iA$4M69NvC12?&6?7YgDBebo^?Ko}DR#-xBT7hz1_
zL}9{|wInD3hRQTKoN)t(X@ay<RU~H2TE3MIZo2X8fzl})-M?+CT3a8fx2JhmD7WGA
z!WB>VcfR)MC%d0HHuxi~UFe<P-Y9EfSKTbPMY6evzH{Wr#+{vyL;nLsnN`sLX*364
z)sM1a?3VrZq6LJLhsC1j+p;|QvG}sNtVM5bfz9SzHpmAooB7R_Kk|RDn2J)Dv`*@2
zVg7ZQJUg4uEebE1(~}y^y^3FVACXR?^SI2P3!Tl5<!q}ERx$oOhpj$1l_%#L7tPg`
z+*~~thn3o#+bzZ7s_NRxW8RXksAc@Qu4<`Fx-;f(DP+{(?0n2ky9oDal%^vt)$MYr
zE%7?GP@ei^G+ZbU<+k{IHjArGQ(YniG<r;Z+hrl0!RO&Qn~!EKLp(`Hd3f>#N3(nx
zFVJ~<JUxP3qKk4>1>E%x2zVZPz!roa2*N`K^-w$;tkRVf-2tk8JBWk+Hka4c#y9`;
z>#PLn9T=ayN8Ei<yz@2jEl%7|Ptqz*BEE#B(<Ft~F?h-uM6Ig%01S4};N*6^eMaEH
z*i~cL|CCsl;q<0SP3Vk_OAxcF^0QipS#ZkB<&HzT+!#(A+__@O(t&s1c>am}GIfK6
zwc4eqHy2!7c%gE8erglY^S~GV>%+WL@U55ncV!w2>v#QW^_;<{NAQX*J&i5+5yhhg
zB%6a(CU@w|D(l}}(uJ=Q-PM8n1Hk<NQcy+D+eM4w6MYJUIFX~AE4gknrI{O)2h4NA
z9qb}*k-3BK<<^Kj$|2@W<|nRE=DZ>%$ZMag=FD=fqsYllOOZ2k=9(bl%u*d13hEsH
zPp+#5wvDTf-@CiyV*6~LeP^GYOYi)7A3i(&h|j6*)V?NhnkIGEF05U$W*wBZ>j$Nw
z0~)$+j4?V@tee^ui3wIsWguXkM!FVP<4X`Gm2CoPNNAeGCJ{PDu>h%5nzR_+JKJf6
zl=uF3QT+1!e((43uQ-KuLRugM!4ZvlsUF4Q2$kGE$%p&;6>Kw(XwADIq^_^3+o~=T
zE_B`nTtQj?O`z+*^^aG!LKN#w)QUA>T$|UM9h5K+qIDY*sGXKq+n}((t=N#jc<j}_
zPNh(_(G~Q*1Z&%oQ50vpeCGd;_EfI|p(?Z`_a^n|+~ku__?mw@^IQY?&mP!2y7Pxe
zmY<tHe%#3J{VQ0^g=bHcA6$2%@%eLL{ly*SnJs%ZX#E~-_}jHa{#^_Mt@Eu3;u_@o
z7}$FiBj9%CQdI(-A$yNr?KSz0{Adv)y){$S+RagaFq+3qIMpEKYo;HL030qRUqi{l
zX>{5UI!uzaaS%1(I?)C=Xfm-F);n}=Lo9_c=Y*Keja64y(9a07s*j+<OTR6cdN`se
z5`mA6lF=9`;bY1u%wCeh!2v(k{`?)QvS?Mbnl!E|5>qG@vzZ3oTH>?L22PkvhBYB!
zFOEyRG;Ytm*WusI`PJrXbB%D#_8#D7n3Zno0VwA{Ku<0&yOvM(Fw3rywQi~#!AN*s
za3eTMngV<vBO_uJH%GW?B$Aq|hS5|r*>2dH1*pNJq6AJ^^iv?Pg$}Om6jZPxcXYV@
z(DB^%4d~Jn#dLg+_srqVQ~MWp?HWl)LvbPQV<;P|@16>~HoWqRYi4vfSuRXnnB1~!
zFeWMeHfOM!8#9DSVqvs3-Fp9p_wU&l3#y@X#P4Tal&yy<9DFcw1Al3h-#B}0bau9$
zie_R#Cf(<v?5eR){yV%H*IE;#4%wN;Heg$T-7KCNd(rzN_Q(DUV;48Q>iwnox^!vG
z?mfU9m|kQSr=OpGdAir*c1x8hu2PwDdn!|8B^;28r}`Si&{7hEJUeSj={JUANvakL
zxV;{35>JzTa;8uT(@}7aoXm1RCvw;TmVqgmB(kPWqf604+Q!nr&tN=)(u-+OYZHcs
zE~Z;n^Na@mpaJb_{mm@_q_PW0W19@hwjVL8Fv224t<f$Pdv7)&`c25(B46yHpUqgz
zy*wRp`m1h4({6P$6$a52)()l+(GE2&7v^F6giu4UA>1I4R*^es^OVJ1i{BL-^md^~
zjhIa8>wdr<S@`V%gNtqc^^5tT#gCqT<gI&)y71`W_9qTM{_*dpA4t__Cl}7%KW6M1
zS6kujGb1~`|IC}yhswnCLxuF$_w93pl8lE7ds1@VsNMZkz5H22pBLFpF<qT2_)hOU
z{ec+z?zUZjIbQ!vY3~cGUyMJzepIh~x~@$4X_&w?sKPHpMJRx~%+Gm0MeWcoXvF^B
z{kDVRA!X6FC?1!OD}6KAK^dPhP%<!BH~_#CdNPTzT%k5Nry7|;9Yj-L5W^^%mV^)|
z2q7$q6_QeFkV~Zoqgj$lCG7!+Fsz1z!4$)tVxh}kqN#YO0b)yZTtN1k#EGTCJ1LZT
zVbn!+i7#4Zz_5M`Q-M_zd8?Y<lJU<JNCk%lKE(^e_S`qxl<x{R((V-qIlK~9x6@I8
z>IgL4p0?q_I}p%e#ny6h*KkiVt`p0!-?4N6TJ7|!IhfcAFtPn46j=|i0=zP&4Fu@o
zARI73{P_yYRk%o70cHX4cIZyrc4Qacc4W4#>FsMoQBg2#y;24~+xqazTk{!n;48ex
z;q(;OOOeH$k$5_K)F0&5#m8p@PbCENTVQikm%MRb&*@JL;C*d$c=Z0({FXkK*O}bP
z8joeu@#Hb^?6l4W{E06}?@i3SO&)usU+pCn<h}R)_iy-Mj~{bj8i<(+f4F4$zf>~3
zy6H7^GbrR|X%LJ8Kd;robE=xr>NIwww?TZz?58P}cGH?$62qJ*h6RV1P{Sg_pYlUM
zUvt}z5Of1<S|T2BH$e2K+99uK3WkV4E0yzN2Ru|w8$?qyrBM5gW&Qb#_>72)!Gy?*
z3Hz5jSl)&bowq|o4lSBaIHAS-POEl$+}Zld>dJMdgSLhB9l;8_)nvNhqHbs2TJkb)
z(p=SP!B^xVdg$@8yU3gFVn@iKj^828>>YS^gVh?K2KZf~RMxa|Y4{C}b-I1UQgnRR
zcty(xzZQ}Nf33$~N@(S>mMFE3u8wVTF&vYc;UC&$WaIH2;8%wS`~wbzQR{oH3B1zd
zgBWG753hK0rkly<&{q}|tD5Va#%|~C_<izy%Gpd$zXmcjc}`7dGHYOkX^M8z8K)GN
zxp-XmHzF~{9f#j5o>k>I1F^FDqlED+0Zd{WffGA(bc4_@-6aDUwa;Ic#TB;H-yjUr
zA>YWx`FM7XV$7{uNMh%kR?E{lZXLON_rxKi)(*UL+!lnK6Yju;b^!+shkW~_?>uJE
ziLa1FeA_j7zm<}1lg9w>Cd%am9HrK3?cd+5Zp?<(`Mp6GPSEuBqp1(Vdf4f4277$g
zAHmUj_>;%~^~aJbrCB%I&pN0clHB(^fi2JhnSlK+Oi5S(YT^y3i9_JBnV}<G(J-Cv
zykYtb!(<G*!%hbrLHcg&NzY3RHOyCy34RAp3h|)apCUSeNCFD%NmL28WYEfi%#kXc
z%M8^qjP6zK5eF2ZYV|)&kC!i6NizM9AyfoYfx939%W(l{5HZCA0I8^oN5w?R>2YP8
zH0j9DLoK}l227u7Ey)D}QcUJzF&U5mBT-Pwc@)m$QGf#fF|7a<Lmko(+>Xv^n(m}~
zHPtSj>sKNUU1Oa6hImS9fU8#mE3pQ*BL9L&!yEWCrs4#qgV&dG?`W1L3wf<A#?~v$
zh+2owmL=Ouh8E0gyw&$W)^_A~W%c?kD8Q@Dt;}_JOR#DkrNHV)SAg5X3zfI+$7`C5
zj5&aH?hnQ^0c5i^GuNm-W~6WAB$`j4yyjw-m;c9iwFNhEo#AtKWv#Wk?@C%}WouVj
zU9A<8Wy!WAW3Rym3*lm0wi(+9LQ+aX4FnoWfHpt}QXIn2CWVv+3K;^K0LBdjVhnAV
zNqV6#Wu`NE=yawpZW}srd10F70l8;)<x2{!#;c?A?^$bf{_lL3Aq8RzQ$X0H1e{<{
z5SqM%R-ssjEYu6JC=|pA9MSIFvBkbop5A%8nKB5Xpocfe!q$dO{Gfwxq-mR#N#%sC
zFD2@jaA|DwX}G$kDj+aPM7@!XKVR)K>MUe1s0jrNwX3@heijZ}gGJZaT5k@X++9AS
z*|pI{J9$z;)*8gS8xgW<VMJP`1CRn7<RmuT5Bh5!a$hkTlGi8nlD<c;(bsm`hr>0A
zS_B!CZEJCkvfC)iZq`$tu${6jEF2}L;BE9T{gMF>P=JDWsrwX0O~RZ+dUO;+dC1+X
zE4nDVB*n~9sBw&`jZ%m>>1v~-uuYj=4>;5+E!a`ji>i{mP_nqy`({_=DHDULMs@WK
zXNHm-bJlmx0MAT6`l9sTM2z}9*VB?r!=)(Pp)k8%{vJ|(gNT7Y5Hc0R1)oB<aK3LF
z%a>fV35iF>v!N%K4mR-6><xyQI0~l2LpHO`8X4qXO$Spx|BLvg?^vB25kQ>~W<Rgm
zhWu?2>y!?;kXARx;E-;_u)(<2wywF9E#=m?4D>xuzu?#+?lJ6f>=j>b8N-i?M_b00
zpTXZYz1?_b`FrrP@tvmkn<p|8*@@iMmP;MyJ8v}K%--w@e7o`arY#+K9~kQB>%+$y
zk97RB6W^5C+qf&cuj9L2=QG+c3}iwp;{)6KtGvEqxgekC{%~KS*bR(X0_NL|WEO%#
zs@`gCuP2D&ZvbI)xwuFI9pD6+&2qU`TQ1iMx<Iju%NK0<d?BdMcXc5uBqRMuvRiY7
zyv6sLSN2&hTOcth1H=`GNT&2Nk-tQ+$Rw7!xjhRfvM?)$Cwop3(mBapliHqxxgHXd
zf!6Wd6ub+%F#N;9c;CIeYRHs9NGk)U4A;>^%G9M!>qKQLG4WJtd;Vb_%e(p`OpeJj
zk^Tjbwn*7!nwWX?Xr^RA9)6~@1JxIKwhDlhPi^zQt*XKiiwxX!iv_v+8JSS6s+U85
zizUCLyi~kdjmWjNpbPj6nN?_Plz)LaV^;irMxzcuEf&>*shB*Uk6w)RAy9(2lHpXt
zM^H_RtRM4)_iI`l?}T|dLqQQ2=s8LX!8<=#yL7{FI-6X^tUUil@0uk!YMWoDB}rE%
z>2>WN4hr$e2#4W%gSjsL+RJM?-@07muy_M4zf8H-|KygF2y@1q4j(HoJ=^oWW?o9x
zuPMX&eI0GfvhC%4`%Na2pv5kG`1NE$Nc<SKZ#U3LI!)32e|_r<tn{qc%{oJ~U{_Q5
zGwet|t#b$l`Q(I<I*y~0(+H2N?l)F(ztZW7{jH8WfE#niHN8ZiuFuoU?}7VbW1fql
zcf(WIR8YSTt_yz*@nPMtXP8&Q#ukqnHME0uz3I^)IyYaB8c`)_#MGn#pddmJJ1amG
zD>Q&u6gi@xG0KTCn<&P_=v>^0iBE|eazEFl-ILgfYw3G2IbcSS*og|jMfIjKWR*eI
zII$8yL{$Psg(Fc+c_>0r4j|(H2q4k!nd#|A(I+#=QxXUQ?@m~OuH|bv<p0DF1U}@z
zWZlD`k~p4lsHz;!qYmNh)5EuayDr&YyVq{f8La6xu2jq}35dRz94uWET6JzH&LvOY
z<OSB?32G6XGLZSjvUJNg%OiP<i8j^^(uXslSTL~*zO=msR2)sWE(}2f1a}WE!QI{6
zEjWYw-~j@`-Q9w_Yl6GGYZBbuE&q_@mG7=|?zz9MMN?f}+iF)$&Gg<~{U{aHeo3zu
zXkn?^d({Ah**LYV^N#1xMmDV=9l`d650^QbO-7uLy=}f!+u^!l+fUulkUt6r4mc-!
zueyKY-)Ip;iEx^$j~#2CQ%6#MVim$gP;bxdC@sNm7q?66L6Syy_^c?40s=gVLNj|E
zZeLCD1^-peC$QJ65L4%@(XqSddEnn;q7pl}6ruPXBm^9C5T9g@6mKBvwN{Y?m&0Y5
z&eNnZ&8=(((1#u*?k49@&l3%Y)|79rYPa?@`un~G9g76f>*McvTnw9?_qX+U$S3}E
z0<7<*F?w$8hfV>vVjl3=yDtV5Mm>f~PrqgBA`7Bo=68YdnsORrbF46_0}i38y6U>t
z)Hpt`nk)g9y7gXvD``XfqUIXKMt5`NBZQU-Mx6y|Z+<yXDM#_$AjQAiwubyrxbOpN
z8)ZsYoBza{M@B;b4uY(nC@KCsH-F#PuoRKb%bIfpmvJ7K@hJh;A`7G1J=BlH#K@nM
z@?PW2qd3D-`<d)a`}gF}BP)`41Y?B&dvtR`le>TeF`@!a@LgnKiC*!twXs2#aRM@`
zZ&I7ARFJfGUD&D+mIdY47m=W8vxWH3KM1(?(Xm9S&4?2fAsWIM-8Q83I+P1<of{7D
z_QH@X&wtYU_S30NLo_$^qYpQx@|aJq?<qSQy=Wk7g!X(WEgBv8$JH-a=MxjOTUk#m
zix~qv$*PSN_-|#7p8FB{=L;I@+oEw-SLQP-iJpx4_^%rwzHv8fjBkbK7QELR<>a&?
z{%o-p6@_VIi-h7KTRC*hd-ky70sZWybnPKjCxtU}1bZuO*^eyYF*yqlb9(jl%0zz?
z)w|bo(A{^Iz*M2CR>@NqDDCIYiTFwWM4&4MayKwJqMsANV?*3r)I#=r@s&0mSr;<h
zI_H|zhC9P}j3I-a)GnEB6ym&`A*x`gJ)L7zQggNc;Hk2uMQBnFE5qI7mIzjVuCSa9
z+$r*@*<IA#!=s3I;yj5huOsOYi&QTie@PuBZiY8+c~cYAkaDx%Q0NSOK`GHt?E9=}
zuGjUch~F=isiqaFI2k^`zsrkf@6INY!#}Y(h4vc5-k3EItzWY=o$ifr&g7>1xQ}Vq
z;C?jfW(Q0Om|P{u?x;yj4$7^cou$}YoE{G4Nzte(&y}I_6AN<r=mO1k)SkPl;1fmm
z5mmTvr=d>mfX%dU&2}uXq|2kz6Rv-w>PWy^<AXJxD?$6W41)fX{<}4^hevLn2IB`K
zo(8o3wzf2hxRMiF;Pj*rQHgp2_%ub|S5y%4qz;oBgtM`4Cwqf!zTB`dTb*?LXY`4{
zx{nlj7Qs%8Aw?o}P}N*p4?Km&3DH;0m1AZZ`6oLMPrMV5ss1ahVX|N8cqBIIwl$-~
zk^>GkOt#&|2!q{^Ou~{yzK*Xg1S6-qzG=zz{Onn#s6a!R{ZRuwj(L^ub0(%v7rxzq
zaCOgtJLeBcht&42xX1bWVRJT*;P2C!I&M(5pYT_#*_W%3;KKxYB9^+0c9vKRxFQI|
zRC`t6R1m%-o#ACeabx7eGtPN6IcU|W`X4*qw#hy_Q`xRHX7l4uL`Jr<*L!O$%n$bl
zt?TNqu{2DRj-$7IkVMh_(7FevcuN$?*Tzj$ah1iHfAXNz6C+mI{xhQd$|Udl*mugW
ze?*l82Cap_<Cc6{MHJcjDVEW%g9zF+uenqJ1R*Zqprn(J>42wH-2vv%9_C039^i=z
z9fE*L&%vBRhe<*VLrym2OKgWJTZG3cgDgw2Z()=ws#`~p$I}B>mG=ry8m=q|-$mtZ
zXp6|({m;VbwM{w|!>}lrjD?6qr8gR38VjzPv7im=18_F4SL3Xw7UsTarJHE#UUxxh
z4#J`wEr(@7@lL`MRCK;GK9;1vY_Z{#!3I=p;FPKvhmO|co{zYCl9CNmU@m+jzyDaz
z7Ah6E*_U;}|3UqFA%M^uc<U>dU|EpUav6T~<7Cy$!*Xv!{GluF@Jj6ILx3@$KK)og
zv_cw^$P2d?N`0V|v6AgFoPU;&7$LeXwn2VbnWuxlk9RB+;4ShPRBbzIi^FS>FP=iz
z<ApG*FoVsUepnn^sjZ}DLq-`JHwXgdyjGuGCn}pYFO`#1ErEDvM$gEmEhj0mC~UY$
zn@`7<6ZW|XS@&YvDZ+J;+yiz+IpTUjdu|my5>oky4VN{3&OKZ5K$comVIuBQ>fU`x
zR>Wh1AfPGFOo_cB{aT8k(SI1>aiz$+K!rstcVC!QYeeQNE1gm-qe%j1s-HkT-@O$?
z_XiSiL3gRC+_u28R|~xF$7?fWo4_dp#5R(U@%UNPI7vMb7gJHVm|~Oj?a{$}m_BQA
za^pKM3_!S9y9G9Cq-?P=!crnp!tU5626!EU{d8Xezxc4KmP9_O-!|_*JLs75_1>e)
z;^x{KQQn#!3l*o(>@wj%e_%i5D0IFrPh2=x=knQ&{tN9}#vc$nL|UE7LCa?C7+3Bh
zFkdL4XJuKHaqe!WBu@61c5zg>$+%iNR}VFY_TIPr<dJDl4V_vUYJa?LW#W~>NzTKR
zjg|JysdR(L&O4?icZR{&u%P_ncOS6VT2(AT7#}26f-1DCj_1g!i@9bbB#qz}DU=v(
zgmmZF78rHzd))Fv{&Ydb(6Tw21_yz%I3MqkAXC*XL!c{b{oD3vOEN+|x{+q@IKi{B
zNQNTiY@=%2Jq1Ruj4YKKdW~5A1)<1i;;2uUox>b767ecStcu048cqSqrc&+{lQ;ZP
zSj*TUVw$H=<LkHQPtb})huD@JSWrIfL16C}X1e=Ca-{lw3BMcXF_S9es9M0r#C(<X
zlVzd8&mp&KJb3LrMC7uR7GN%Y6HMv7+m5-@?+^Y~CSp#49iN}&*@BiAjfUJWwuw9c
zvYZ;-(fDKP*0Uu4_4`gZ-Ke#@G<Wo`nc_iCJmavai=&$4%mF~9t{-J~SR93IRLAmO
z#HlK>@+H*=`BHnnGu>026VI0lXjs!O`V5(ukAf%~r^c-r>^S5m@hJv7*_k_=ImxLK
z!IUKBx9_#pI+3+aq);K(<drFaNsF|S7D|YV!0W(_8i>%O5s6j3&5Zn^uMoOe+K)<1
zt0Wa+wVSV3De5<GMXi~|`%H^h0%n|Xe&S6~RbWk#zjtzNXs0^(p{zHz6~Rod53S0g
zy5$Lz1Mu&tsb3Bw<UFDPn_1-fJR2xfopAsH3imwr#QI`6jJSF%$UH=>Hk3Ca3M@o%
zO62;U14%m|gvQ`j%IJ2Yf3DseysSBt@%?s+I3bw*w3Rjxx+{?$H5k`0`c1NoL!v2H
zaJrS=Hx3h)ghlJJ!hJ+rfzusF&)%ubaPsX)xBx*0xLHqK3a3Eswd*Hu(~pr?+PMxC
z@q{$!9~!+L0`jA1HhZtJJ+AaWU{ugH?C0lWwd1_4UT(giuwF&~-j3;f@F9JHMiW*h
z6kFI?pi}s3cn*pM9yfi9k2gh2tcUyV`|eso%<1l<*8->@#BnTko!rQo0xAHiXpC(B
zlyj@zbleYE>QK<MR-m}@fa{so(O%T%kpPP<yh3I%s6|Pfde0U!TH>N2T@<7<F0mFF
z9pg^<rD~g5TVfa4wKrGFnh2sxSeFQ&ZthC3SWmx@(|Jc~hpTXqy5a<FZj?kI&=KG1
zyqluK4@m14kA&qLgT)ky-F^MZ;cVr7Pm#BHWv07KW8vJJ&4VwN$X00i;CL+`HL-r0
zfhDaHje6?|qS1)C?AN4qj^7Xaq=OSImA-DvB$y0R<&UOs+QNqT;fpliXp<vGNt%Q<
z+2;qSM>SRFZ?-B*MYzBb3kjiz$#|$%<N%T$d?9vj(F}hwplM$<9u8DXGPoM(ot9xx
z@NYT{KC#+J5r1{{?#Z}?p`))GC*YzeOZ|CIds3l~v8Fj`PPrd!5iaNIVccAD14de1
z2;IZ~?GLeY5_heZ<n*Jo+-=!;f2$mz<`VT$5>;H{_|}N8lj4kMC3V*DbwOOs48h!p
zF6QU=&ADkT3EBx<0)`=@g=j*qZkW20!>JmL523bp12P_Qk(G|gxC#!__+Mgpx}MT=
z(dm)CDXp9e0&dHhE#oPN;s7PQGGfk!dtU=}qh9_v5+NM<^5v{JSS@p1L`gB|D)(^n
z4K2&p^5;y=9MTpDJ0lFQu!6-OPLj3WC|v4am$Ek$A0P<abVptsEd=&t6HvYlK|5R+
z3zB-3d6Z`xEMgSYV+a)*nzTYjA4#xCU!+^8UZOpTN#k2`gmh|V{>fH2fF0+vixHY+
zRg}PkkOejB{?}*AFz#xE*TD~K2Wdz}xZLb=v)do8(l6F-+D_cpfMZ@KT$Evm*qh3W
zI3YW$i@G#Po9Y$sIOrcuuz-s2_v17&#x8!T8ERjl0P1ur1^YurX*`P!Uy2oVYC6};
zK=0E9e*AiW;a6Ttkl|cll%Z5OIGxx4<+8Lav(&6!HjJgG%h1YYw$C+lGX*xCgpr7?
zQ-Yfc(KbP}li6}rS{^xzso&O@J&mq<^Ssb4;JQ#*E=Cc@1sP0aIezLKUC4r@@kN0X
z&+;SbsRs=36wy5|R0g5ko)wJW*ADBu^Os$$y6!EKkDS!Cc9tufCmN66I$ncqwUOw3
zZ%w@Mc&FMterh)@G(M!Y!{=SN*#6xC!!AZ5fguau6RNjdZ+LG+q2NQ=4X1Xk^)XaK
zC%Lt$ehdf}S<Wy!Dt+M-+MUl%sHoKLT$56;<7J!G_0xo!Q|izC_)f4A&j4+pyL-Mp
z2ohBXN-N`=j`S=K?Fhz6#*YHx!pG6)=33YC&VKTrX7-mKg#;Y#h(_4V6bR1o)#+mH
zN+Spraz_tRnrC*eV!zKeB@7ktE6cfGkh==K+mIpt9NSm&rfA0Abn;;6+1M07VpQy?
z76NFj46$m02j6FOl}`R4Fmd=P#uT=fBb<b{OUoM<>b-}y9eb;%Zp6*>_}&be-DrK?
zuyR{v!0pm4(mizjCzTPP4sOeX-rS|yQ4v$(e)=7N)+V!JyPRc|c^cd(^(_V3+*pUn
zS0$3fjIAl;yFHat^h^vN49}avsI7N*@40fRDSZ#MRW!`B78J}cnjq5f*|aCAH*JcN
zUIz@TRouVJZCl|U9{>tqL_7+xJtVl7oMYe#FXbRt`}<ERK3g0=#Wm8FMKV+js?Kj_
zYcX$b&F-(oT{Au2EApZsP^?3g`wCjge3qycAcUhp?NnT$6oApzwjkT74B6@&rT_Fz
zE?LJvnrtG8b|nvC3EJG{)smOsnv$R^Jk<g``WTp){;S>{-zhjjB8vCmL)UBY-6yq-
zx&<@tkVQqgQK`&8j642&7z1Y>MY%hzZXfNMN_}|N7Wf4!iic^R4YtpNFm=d5rSRsY
zbsr(iDD`i$#oWA`dAa8ybkS?G_K#Hrk$NY2z%EffP9XX}zp^f{xkRSh@0S1mdVS3W
zazWl}&4Dqj@UlaG-)s|~Q5#H>;njveRm5b)5TNRa#~>>-3@L=?Cr%Hdca;5^o~$yn
z9O2XRTib!RLHLe;|9i&pfhkPakwZ2K$pxYn_ChcS(K|U2(&Ye)+C~gm%Qdz13@hGW
z4de=Z=9n!iF0Y;8D63z>Jwh~70m_tG>FRudA;6u5evERpJA8d<yMKTb2+fX!Xy`T^
zmAUZM<{|EzFsEFQWV)xlflOu0mVW>Gja8;Tx)^?L4PrPMT|&Ki2eex?lnzsXnFF#w
zH<V{+yI~@Z78HvavkAlUY`3^eh6$DsDomS2(%r!mhh-HFkgS&D!g4#|K%#=E&08}g
z;ly!L)uc^(E(enGvpmlBwpVlz?Ir8@#Vc2>1gNt0AT=#Acj<(Bvi6E0_h1l$M>{r?
zzO4#l5p$4pj$VR$eDG??yJ-HhA(Fw$;+n)wV2SKma4qcgg1k@{cElR&EJFWlLs=?E
z0n}i$sS=EC<I8w5Eqc<tC>qRgR;KgDxJ`}An2)vO{lX>)B9|0_W|-E>dGLxETUNp_
ztMaTR%C$L1WKr0&ew!@vOnDfULY53-l13Z}xjiVoc{#?g%B>RBQqlCnM_G#NNx69W
zu5m**^<hr0am#~Fa7fEVnZ!ca%6mv8x^}f1q)N*XRVs0y(LWY!iX|sw3-|C9Tq;H?
zUdI*9#-l#?FQxK59>%j`;>0XCU}i>Zek941j0@#Ul$0lrjd5Z{F;l5V;kl5Qih;rA
z+U#3UB)JYRld2X>e@x}(PLEJ!UDh&t*9V=ufwqT^7q6`B*vPsMde=MlrB3&x6g5Wt
zH39_%se=wNL5P?H;c-Haah^%&H8wmYY3`H>*_SZ#zQl-3^87P%8ancPCCrFg))Yjf
zYG29J*=l<M_=t!_Ei(S0JWc5(79rE?pBLe$ak^OS%Ivp>y0JuyhngdA@XiLkLSuS^
zr-nFt(Nr8ae=ObFc|1jJx3*}*w)cIrn9cGDREOmAV(YFeYY{EY|9s4MJKkp}>-u<C
ztb8NjWSUXa@@RCmceCYjKc(}=mDTlT&(vAoBYqwWlu7dd8@$>-_%AU<L3oV+Mm79T
zOi|JQ1yl4lcqbf#iW9&_otT4(o`aS7H|nSOZ(z|Eh{XRASd@$NKY&G989~^e|NjAt
z(lN39R`&;5l$Glbv?vo32>X<Yk(uTHKC~z^)4v_{H?$}-D+tu|e}NYLZ{7Akf{Xqd
zjsFH*^aWz`1<>*Z2J<f{%zq<`zCd#R1+Do%mH(FU8|;(u7fR?0Qs`e8qrc8U^%uy_
zm*a)!1=91S{RQ6h#h!oDzR<kz{L&3-|EvCD^9%i7V4T0pzbyO(FbV<&eJTIlgO~G{
z<FD&4(*ELkDM5aCfffZFe{ua~+e`U!{HMPEsrFxa<bUG%f8PG$r~l{Nzenu17ykEB
zKs5jFfloO=rv8n4D(2=Sq2grd1R#dv<%MIAP+=l|!Q54TLE-%cp!)l|swyk-AD~=S
zRc2zQmsJKduT@n+XH0B=RXB-%0rviC0Ab3$_~f@BMMpbh6@U}54uhhoI5C4Nz|Beb
z-#EX_FT?w{O`yfc3E&9AZ?y*5B?<tcyaN70Uj-o=Gyg(y{Tq9=MPo2_Ssb<XMq>sg
z*<6_FaAFj<5#1#m9}V*;Y!d?a9lHz(IAWsh!O0F_PT0q~cSStZ934Jj<=b!>2NA#2
z8S7f>@>=VnE!x{&mya5v&Tow#cf@cc)bQs?=yFNQS*rO~dmmlgx{Q{mvXYtw{g*4r
zNLiRoy39@`Epag35r^!rz`~x-5LS+ykwvbDw=>cf){OvE=hdyy`>ClBOz;=S^Vzh-
zrS!IMJs)bBhL(*n1of2iufZUDxzZvNOfJ41RP1T5^0i`o{h+?#q`c~%&pA?9faZt$
z;BG!UU<5cOF;O2|$|-3Lv$omVxJZc@%VmyMx}CqC&p&$|`HZv?CY%VrVZ~ja4N%6}
zJ4wCP(G-(9WxWJ8`fWXUa|SSn)qGBI`u4i8zDYj1k+6DfD(s44!GSF9E35R{L7}@M
zNxTI<x}8{4j1(bE*5#h(%!hK9Iy9K0Y#fT(!yBWIhx+0|@W}zUxIEEYBs!dAttCrE
zT`=vBcUAca#BBZ0^j@z&bH;X}+oJLYio24X@LrC4z-&c*i#U7}8!K5Iqm<f)TD@So
zP|7I6?Xt~eAH6U!y|S0c;Vdcq2?(5tW8djxc&nuZ!=Ksk-B4vj8mO)<uGI<#^OT$3
z=OnD|v|jV&ssHCrKlvToPTO_y_z<r&79*{6%@gqSwHVP{Q3<=~-L@}tRHH^4DeWM6
ziq@7f9T3e*RU`%-mdJ5&kLexCECdvm!z0~0Kj?fN$awHt?oii`Py`QPpEaVSAmL$j
zj$)z`MsU#T%6Z!G&dv9zreIk|TN&QrX_*jx2Q1~dg-|AEWzE3oIueEk7;^rc-9C$3
zLJGEMu`OYBZ2!F&xAk!5sVE6@FhMH`j9$#OH1aB9uKIfODqqDUUqwA)H9itTS%~4{
zTubVF7ldt^C9qe*CSX<J(ji%2<)7pv^8^cT)(c%~u%(bYA3w#6#-ini+pLAMek48k
zippsE>E<M*lNG!Q;hmwd{+KVZ3<|=Aqd0O)r|Ww>Pnf>W?E(5{Aiw;D57AEwswg+`
zXq3^M3QR<qeu<X#8lxT9oN{gj{8QtL;8cu4)7t{fwu18|4Z9c%uq+f4A_2&Qt<TF4
zfcTYbty$t%@?N8a(>&+*xi0QwHGn|W(%c-3y`~xY-dE2Us3<w!Dv#vdq-PHi^!ViC
zo?66;i94F#67*9hQ&j7;=hac{o0hlBC}FD;VxY_d(BcfQIeo@27c9C<>bzC^1cEiy
z3;@mv)knh9Vaf%{{Bomtnyb}z)Z-UUyD&MEOsJ4#2d~23Hxp;Tw`hMAq{5=hD-z<!
z@dds4!CGE=*EcqANlJj0Ufjw)y)715tJ(jOAp^J1k6)s|aFwh_Z7PR58mVX3|C>Y-
z(Fwwg?pAl7q$$0)*$7II>1Lo<7A5!xLwHvd%4(wfxX$+S+Kjc6goCUtt9TFsXEoEr
zV@(xqj}Z?!yx<<Xj5Xl+1J;FM9sc=`g(zbYHJKkjQA7I|AxibwmJ+&6p^CcQ$Vz&V
zXYu>>cxle+=c`7!!cnyt*G4)jb6Vbe>;$n%$Wln+3q+4gv5^kBnxwz;9FsH0*p6Gv
zRBPV-L`dbHaS=CT?|o`^!qiv*$nC9BjcpGModKlV2&EPqjQfd;?d8fmW$wtMcRN+_
z(T2w9tjj(c_@5nze62!2T;~-abRLewP!z+c;nTcr+s(}lf!t7Zk6==en<B|RYL;@X
zW#&xwxbS2}wo<CR86fK72R)!q#o<n#rQPrC2-PrBn?*;R+X<YMk2>Ow<aJS^n`l}^
zl*||C+~tpk%VKtis489ho-&PaA&KkGX0H0q3j8xDWjSS=8g~L`vNt#@EA0y{Vn62G
zpU0US>4j2V<cu;nr5!KL!|}6B`!mzZ#0sbXOl4~BUH+(XUSz7VqW)3N%=hr(=2EQV
z50i)Tr5XfsvRer&_4|0_stiGWOr~3;ahwklpD|n3g6%>rhy(N}bgX)!%FuVbkIe9<
zHjhoh$F^N25i6R7-g86t<af8BVoMv5f%|T`8v-rcQc8R^qf4vjlj2;<^^`N?tbmb~
z5Dn~aA*^Djl^_nYW(|sPTVX8ngaSy!clLDqIeI5P^))N~{LEBHh=>KsA@SN<LHdMH
zMT}DGVy>qZLkXA7=5TGCL+z7pRsEPcI`~d^qRAGiJ9UmxA?*dDuk8oRJADeYE-LjH
zIxmaWM~Xg2Rk6w>n6S4{Nw&zOYfgW_LTxunB~bpNVmpy80f2eOcZ-(`ab$_>U(t&k
z0sD+f;qNoHvTDFjE@wZQ;A<IpwuU%;pf#H29dZbn%O#+yw9?|aTzXOZ0C4|-tW)q|
z1ex5Had$>&SR*NAKG*RE+a=*6>;+?1a=U52r{s?vv3}GM4}UpRAmuYl8hKPWbw;)h
zY6!}BYs{pklvD3|t~%vv_S^}Bk;4fw&URygk5O8QOf1~6FUL*6(nXt%)`^##bR1Gs
zEz9(qt$Rbl``RwgQ;9-8ya?}4v<LGPzEd@P*f{xlH>o;Bs1?sb7gTc^4@!GrRPs;q
z1n%Z;$Caj5o7i4%DI4pUjY&csE@hIukJX>DTjBGIDQ8!#^xwqny0DD;`}h&O_Rp9B
zBZ6NX2UlFkO0ff*swDnC*)i>DPRC$dsQB%eW&U{Q0;i6hhIJr=;Ft!;r|EAbfD{LO
zTWb3SZ9SYd{8go%j;{Hu=Lq*H_xPR4RTC8rrqb%Tp>3Igj)G%wgZ_exA5*WKZ}2aO
zz8+5#Hg|A%P$rw~nHq^S4w2x(L@TU}Uyw~Ixu(2@|IW}`KKLdUNk`D<`R6kT3|7DT
zmd1_yBTB+875`6+FakYuhoEd`Y2=y~*&LdDXcW>4A0!VaU(rt+CaQFZ>BoJ|t~wy#
zkt%3CvZ=mz41z1}Zz|>cW_g_})Duw!0@J2sA#e_l4}s|;Kv<5=u^VI?-{V}_S?XI#
z-w*3=S5$*9#*RNx5YvL=oOXv+p{^EYAW7jSp|BOVNS4!D#NwPBjm5au3?0T#9id;B
zmbLK5-BzaKTeNBKemyi<+^0Rv8<aj@mvtxY*L3q?mo#{S`Y7Q&<FaFv%Y(L@@uZuI
zNs-`22^?Z0C^V6gCW)n!vF=GitEA9TN7YxViMh&Q9n_0z4QWMf?N3*+kD^L0C$C{8
zybZdI@WHWl{Q31Q^Y{ehT8h(B(r6V6ydlRm_VwgB(c$$7QRDoS=Ug1`jUHCIb9>wm
zH@WKUjIWG5&bBT-@S&p6kBPRF?OZCVR$MOq``VrX8FhM61qcbWM`0{hY19W&nc88@
zCqW7E{dzjB+#*`z2D<O*Q0N`*Q1Pt&++v()GA$jx&*l|UR}_SZaSqK>>U#Jz52mBW
zf&TyopSy$%x;<vUabR!vxn!-f%e;$dAj)xHgD0StF(uYi<yI;xGmmDPmP@?d>${5b
zg6)|9EPUxbVhdsVGknMMUd9Pbe9v575JlLq7vl9tqc5pEmNheV>5@lm@8U7ui@?4O
zd$wHn#;Ln+57&^f)nP(dxk1<K3quEG{&vh6q6=(sJ3w#SrgwZiXBcz|D<kAB5Di6_
z5aGqT#?sw*gXCKiL{_!SJ-9(X7e4P73;SKl1nYabis~i*6la1|VTM##4(ZdAj|Y74
zK~0spsTd_i<$bTj<x$l0jk%HmLr)d;@<zDdqhpj>c>t^r{i|vrypL-wFc{yszCbUO
z`oyYK2#q)oP0k1L$-h22)-^d1@_t&A$PCyv@YhrduM+s0vhpqzAIHKHt@*94l**F*
z0=7k@mmnVSHZ{g3TU&VjYwdE=O;~a<lW`qP&M7x93?lUQs1a-0=Yc4NYVx-qtVUw}
zBOqq|7u?WvFTVAK>!`73X6kJl*vYE=)R(8CbNM#*A=Rl};B3bp_o~BfNjpl9bzUz@
zPoTfX1QO+g$7PxAM#_~J@58Z``1#kNa~2mDyc=&6mib)T3=clZ?#r4!bM{<9oSe0v
z1Do#pxYXG_WGVI*$<HlXVX9}FD+B}GKT^pA`l9;86yNGQC{^c_&;a(PEntn+{L9Bj
zz(gx!f`#8?LV4An#34#2_m}Ishp05&`fnJxdhoy9TXiTyrxup11vmk_f~IW64U}RX
z(U`IaVq$7k<D<W-dNoM3(d_AhYi+ebGiwTI<jbfh+uZl^WByRMG|eeH{fb53I>;I}
zY5j?Wsv=dogHZFd6~W&Y>VecBr(k_e7kQ$wF*;t^f4qHRQ||h874g26_N<?2kLxi7
z*y@8xZQsax4Ms%K9aqPduRDC$n=An^nMBlAd<gHP^Iru<Q_=Bep}d+zE&+R+J;pu&
zM?Y8}8=OpqsZZP0%A-!reD^h2G0#aE;d1U3WFs8?O|OocsJu)H?QPAhr?GWt>ma-3
zX;gJFy#DuTL5)oa<LO0c3Ieaoc?JR(Csb~@uhSutlQ({zL4=ag<Wfpb+p|nyTuidi
zjrE2F{c=$#rdqjZzL`F%DyFldwP1Vb7;;*oD%zrGfj1gH;9!RIfm;7{fa&GV|L<Eh
zQ43R3fFr=x7yu;J0o}zh7&!u50K^Q&hK_c&pu)n@*xAO^8sJ9EU}EQFXlx9ybs}ak
zceXV%bab|{HgpEn?9A+J0anBejuy6N#0*Xr)+PXA7A|522WLAc01$N18bHj&PRwBD
zXb2L`#LNlO;%sdVx}9V&F*GxKxl{aIniyFVGXSiuE$o37K+u_ui6PJ&RNDS7O|9)f
zDu@|O9Sx10EMCkrbGESlrNA0s3X=AB)zQMt98|ZluyqE>u?ILhncF!74Q);S7zI*f
zWC#Rx^OuRB+Hd~9YJb>&RsYrU@5{fm{+8k7XlMekF?0lZz|;bCfchW{wEktef*3J_
z${$y1nOJ}v{i|cze=dPMY7GDaK}^<v80<hc0spjm{4SZ;8HpLhoE`0mnb=uDBjW7%
zGF<MU8px$aj&@c6TO&h9P!;6Xe^eOT*}MO-*Ur(z6aaFCg)PYW9LykPc4ijFhSs)r
zAQ#bt{+j?yL4yY{vjBqb+5sRR*%%uC8hsOhnIiyXk-fDu@Q*K@T<w6)ActDmfkw^A
z9Mt?z)zH`(6oz21aRx;ZSbn+P!p`Jn!u*zM3^1{<wl)OK7u$a^fvmGJ1R6VA|1ysg
z)Co|tgR`OIuLuI@+}zL_WZo}Te=Y-wnYcjR5c)lz7=-@l75evN75Y658HE0EiO}!)
zDFhl5k-u#b`y)i`j}Wnc3laN=S?Uj+)E_#jf740*Lnr10ny~VJlq>vUQuxE9@NXuC
zzli=}wsE$0vaq*yCuUIiGauCcNKpGDLG9lX)c)br`qQpzZs+*&xd1rYfM&aqHE8x5
z{t;pLhs5yTA`Jf+Vfc?I!{2T)1dSx<)Bb13KojBRv&#VZBLwhoAt0i^X12v2I*UJa
z7XPNR_=gVg;wIZa%I*Fz+5KU%`!|!_Uqt^fn^?G5fR-2ryFX5H{=@J5hu`_%{LcUI
zx&LVgEe0=6a{sI4@7S}LEhtn4TCe^ivh@-i`+K?kC$KCDuyz4Bfj&o|==<McWOsW2
z6C8uQp$*8o7XmnjzeEx<zbv~ifi(~fC^80$>;H$A|A^`Rqea`$-c%H1k&&Sj@V`@}
zZ76E=-^qQ6Q2%Ybh@+jou$>#R&P$Avjf;(#la(3NcSS?cg5pH{JJ`pdYVK@fMEnxY
z0~sp^8d}5uf<+ksv~zZR`ObK;8$>7q>JLZ=koZ?1@b7La8kzzA-A$Gk&HvbA2U^fo
z><x_p#D5}?|GU5;6C(#R9D|01325qYu)=}-`)iSBVg#iYge{zaiU3CuI~#k@iUH~j
z=Zn_ALyU(S;57%tu$TO6{SWp;#~aT4?~2T2Q`-hx+5}X1Y$BwbbPYPS+mDu?9gQj0
zrAMaXK0ei}KP_|Dd)-+Vh=y26Q9DSh2E*@=wKFTC#)J=4xu7LkD`dz5tQh%2%c2<P
zpF^Is<r{A%+%QhL_Vk?4sB=kmP9qPKs^wbuyzVf)Zk;}Og?Ztz+Qi?p*m(BFd)Z`T
zRZS$RJ&Ci!YVkla_BIIW$VwPJA@);lb3`UP9U*WIy`semgwG{LA?nIsLFpH?vkKct
zHTL9Hp}aKX<wC1r@8&cmWX~P4>pa>x_>fseKkk;S;i<twHyw!A@*(_Sjc>7hJcNb)
zlUMXH5>rw~3pYS%Y3ub(VlGy4E)x_CLL~JDdVh+rKOy6nMd~kRIfX-l5q8c<t?#(y
z37PRy12OMXS??$EP^d6)#dSCgIM`kjKye}?LP82BF~f2slxiby!D4Y6G3Ps}e|3az
zD7vvUvmB0ln{DE|hwW2ZrzvMEs_yXC?2=LKeXCBCX#<VIwbQJ?xhm?z5S^3m;!Li=
zX!r#6VtJx_DNVPyFLh+Yff381n_qF0DyuF_A&KOf?`&xU>}sqM|8&8wK#zBH8lwku
zTrA0D6KZl2o|Yu4DF<_54(oXzg>PVZyQrRww6iK~cUD7kY-wapbe@!rZZG-R#;3B1
zzEj5Os5c6e3dm*?WR>q*h&)46cPd#h&a|RvwbFe_kO~_WRXQ1w=FMo2JX`j_ocYpY
zJ&1Dkq}jwdcwa*;_EcAqE9TNP3rnAL-5M8Am+bE<=zT2J<zD8w85xL1ePimXj92@f
zxEVcUSeq%Hn6Y`vR?^CPhNG{kD{f`taQ~Hp2y9X;cqc7)1V*L$=l06Fw-i27CgP{(
zQoVJukS?+gt;}cVV}1IqA3HEghP=hbzO70vSh71hmKCs2TfAC7M4=g*9wICc=tI_L
ziPI_DAUw=4IRDIOs<_LZsO-YBw(>n5b3K^OndQB>YSho7RUQuBlqDJ$>3pS3x}#DW
z4;#SyI14fMQ5qhC9ksMi%(5Q)<cBG_B!yLK(a=yovgv)k9wUnR7Uz@Px?y^k@il-q
ze3jYfJbfQFFOU<t{_T((N`?`YPiVl!Yz$jtuDS<V=J7{|2*X&l5H{a>9iyjy8gxxB
z6GK*kv0@=nBi2CKe)<{N@C?6i@9Op}43icK6_$}p+?|BG<=`G0McWXxf-#9e?c!qG
z_D1K4vGC{z-f|lz-3AGFk9@_fPSz}OjqvuUkO$ZDL)@>;p%Tjwb7rnE<fAT}KsFu5
zK=Uu>--DPea#ajppS&js$n4ION(i8&uD|@AYX8pIqjpVbqga5bpMT~UXG{HqHQKs$
zUZGy8IckXv!8G^HXi8a?VQSGc<JM2D50Qm7YWKO<^}6Lhp~3huP1E5(zc+s`9mFrE
zzm_YO|Kt1y8y6?&D?k=tYvyFm1p2Yd!OZ#}Ymuiqyc7Bs#`E#d@k5HYzR{<!*3nuN
zucKGVL9dVviaE5E%t?l%Y7TbdKteSl8Qu_8oFV=Mkeq-!FWOO6P!g0m@PE~(jSi<-
znzMj4d*7k1xT%D(X^<d$V(kNAbL2U=+4lUi{ifNK0^(KlCrrusZ|rn-o2%_1kzmlr
zMh8eGX*o>s#T*b{K0=ubJ6{-$vME*(oj^p!fPRC?nNg-wfu$Gw)U;GM?5!-ztl7M(
zGl{e)s*IS!zu!It2fh1w&aTW%<mT)(2iWRdZKm3{I=7JA3r+X~0>P=nzPni^#U&cO
zcK<6$6(^~YJ6Nyo12bTYi$-0sOO%-n=68ZOMO@W)VVF8Qix74U%S1YwcprYowKV$j
zmr?Q;M{X8@PsGPzlSnK&%rPC*-hLaW_ZsFG)+vOEZpq#6{HV|L+}bWv*S7N&)w2AV
z=%7+7L>v>ZodNoj(rYNG(;t{4!fbbpkQa<;C-p71$Tdu;rHoK-=K?>!S!F^y*tOyH
zy@?Lcao}-f#NlJa$E(7VD96%N5T@rRPP$@P^TNkHjb)B4-y84`QdksS^$(igHo)#P
z;-$zzr*%-pL4-MBP2Rv-cd#}_FtXtkuWm<W;-<sYE-h;Zs?zAtaz^zsa^{M-p-J3r
zUc8rhMH;e0g9gEM@oL79U!uIXc0s||-0w7ubWS2&4bCjCQ^`eKZ_^MVv?&pputR1+
z#=C%A&a;!N)LvvK!;x#KUp8Ef-^`Qc(}*O5F+^q;%Po}4*;fcREPW*sawQzGJyzYS
zk}^9%Pi<ys`}$nP5v^tSaYNg*GvteVQtNeY*Y6mQm=dRm{QX+*bI^x=@Lh)*uJb!c
z77V6sWz>iq6$WyrmEAN+Q=TMYj1T#tU`I$H2$-pc;H-S%UKwPo?AYhzIjF)B=*2wj
zAw29oxP^c2D@@-8wi&%AkwP5fih!PgH8qEm%U?F9FaJzw!I6=Fk<-{DGJ;ZX6t+O^
z5;nhO@I~r1)i^DIx_;@bN3TaecOTo*$c<l^)_fC(G4@@$3W{`-YyQfGbY>h+(=n0b
z))lW*L=!wb=P<cuU)(bou$np3j&_cPRNzN=WB=JZ@395&xN3L?mg@~-@1Xfp=w}}R
z2R5R0$mbAXli+vlm3T1`>~3?;d6p>Lq8Q9rA)C6C%z~YPJPmUJf}F<Ps7tfH{!66$
zSbF8cUF!P~**-z>%qFS$P&g*J5p-vx81wCYg%Dtk<{HgO3@zv_eQIrFQ8YM1tmFmh
zs($;b_2RnO{000w=JwalU)w&Eqh+A+Ah~#3ziBkpqAims!zzQAOB+FVxbZk!0i0b%
zZEL0arz!TSFhLk@511Cg%_a{QZS2?+rrz3A`D6u)ji|E#>v`7}*&mb7$h<N8)%#pb
z_uRL))$se6`W!q%RXF_^nud2y>B#Mq;@oSdia4&a5pZQiQgY86WKGeTLW})vvmH~V
zYIj{yyNe8a%&AvpZhFs%`9!VulswYerzkRG%EN8y;;tu#>!J`R@GdC`4E3U>f}FzT
zC%L{7r;{k<g*|tT4xlb}(b{hAFupSl`w|Xi^hJ|&E;Pajt@g2QftDYY5)kVo)re0L
zG-T*l_bwU@;O8mW&@=h=X1M#D?k?u>y?42wl*T=k*B2}tX<y|+RvK5@;rLPB>_llx
z?%b@@!o;GjeU|;w{SyNIe$9T%{@h5La1MM*e5?$MF}*RvvCkJF{^5`rT6V_ImCfd@
zx2o7iSzkrgy2mG7S}0inY3I!Cu0wk{Zn7!wjsql~m9?bwhn}#h%tD;If{^T^-Ordv
zZ%S1H2D!FE(3(^TKbzjmTlc`>(%hf*oT%Lj=>BN><Zx#!5rxZT<hI6`H6O?0H1IwB
z@SRt*4xU@LkF3T|Zyc|O%j1O1IhJ~foA^yzsgT$5K_!wxr_h%MqAWm?g4kSzl=WI?
zzM;Tfw!q-xYHByH@M5ub!=<a30DP_+0TTFT68K7S<q~#qG*3Oc&sN)p?G?@wWueH!
zHr{+?DQ4^E<qledA+*$GO{*=!@Fp`4Y;h#o9SH36c)r0|H&!Q!s(Dzm6n8D=3j2LV
z9El^J39SmhlZC>QU{jf6NlN}G8&O^*Vw7=e&-g@L3o(gX+d_hV+PrdHHEyM>RIdjR
z&a%Ef?GaH#7wB_BPZ_&qTH<ZSFPmIyeF&e6R8<w@9c1&6b8;DopRDo{SBTOodl+5+
zz(08E&SQRX8J(gzBa}?&fs(H-^Fb=?8&QLT3@sd=r%jU#u5Y+|YB_FScj}$0*sgZv
za$8V$OYyjlI*uc7&f~LM?Qju7FYR|ZYSO5<IvbZ1U8wne@MTnsi4jq+8a+E!(I%~@
zH)shmt2_@$m~8`<8&f`}vPgTj7Zgc^k@qaiA3BTP-<QS;mv4GRjW1^|)rRd|AM??}
z4^q#=)oXY;P!rn9q+el_430@M{6Jx<w~SzUy;m?W)@WCM$5?W~6<*26lzWlf9vq`>
zz#%*;Kg+gZbxOQzCa-T7qSwG#qtYHox3uBtyt(jEjGd2=g=0Pw-3+BMktGd%zW=sm
z)HH=qW_E<R0AcH`9y<Mi@zAPmGiXC8oKkP-qB6?<6r1W7mmJ1%G<LC`>%->tJ-+Vi
zy7y=AbqOck(_K5C<Bx18Hs3$(#Vk?sDe4<2XZ_r$I6A-BK$}>?U|Xg_+7gXmt4I%?
z#ND2Qyi;Ng|6BnT5sY$FrCs7gr^c}~JQS`;?3ka22!b<uZ(7CnUO~2mt0e3VODh$b
zF3Ae{>m-w6>r_2;CfYox@PVy9-G<Hn`rEL`_KGNd?y+xGP#Mo->plJ-f!ar%ApG%1
zo}HBst{m94Z#LE8wxIpbVWSbI2D%&4;w9Y4Eko)oRN@j{g*oWMyK{w=>m=D)q-D{V
zNmZzP%NjQ1^6+F+GlY0J=@KWj1O>63_ZMtc2+`p8S?9mGa^OvW51$k8e&G2qcGq^1
zapH`mCy+VLi**qG9Ax~8M4DC&<!WDSCa+{yM)Tt!+GiKfH_B&2Jk+)6%4+iMefK9~
zGhg1ZnA4dgT8iSSqOUU2ICdEO40f1zyqbfM@G11sT4+Zg-ffEa51-EB6$1f_a5mS|
z;8vg=O&YVxS2{jt&nl-97PN|EMkLm6Ce=skhfTG5KwF5HUqqtV^G^*IOTka@EeJr=
zAa!LfYA3twDebcl?G;e^(eFD@M&8`<(}|1Kqz_f?@YJlNKt9Ka%SR!Et<nfWb;z$=
z;hdt?1gnRcpM-I;5P7?c_Lx`0-i%GwP!YLm`qUP55|J~Dzs1;X4Rru_3L<tDc+}c`
zj#7rQ{s6g?H*A06xw}|oWaKaINXAKU(>`=#+H}*G5$9_3@L>HF1V-fCU`K4A-zi9D
zgNM*?z*3YmuZr3GJqoYtt%4d?V^yWhEH{Um(g_!-UnC<h(-NG(Dj1F74U|IQ^p7Q+
z0=aaw4lyiI@>7fYP?dl+X)SR&xd0?b!;8WJoR+y=(p{aXtM}<D?>5FL(-q#8(n;|5
z5{z}qEIl|y4Sj}7`0>~)bNP11yuH$%{*bGz>y%-A2TC<&0Z~?{O&yFyD{DVH;?Om+
zwa5`+^E(=eypGt)7oUfiq5UUS46Y;-1cq&@{I~qY19z>*IQU`wrex<Q-|SB^A&n9s
z9|-wrAh%yRcNpUIE%UtdrtFS~;C~aSo1;Owb5au;={V-NX7BA7Y46=30YpiPu;%$D
zL|bS*R_mXo6bEiN09Fo0bJ@g*+L4T(W)*mmcyu^j4)k`grCc0!m|>h-Y~$Y58ob$h
z#2xVieBobAvd%rg+x+%%i$4vTWuARrBX-erKImu4&Tia5R1=mxgZ%-@laH0Mu86*n
zzP;5nU<Z<A%;l$uH~2i}e6PV=Z8Sqz#`3<<t|0Fh`D24i%!(6!%)y^e)iNN=1~SUA
zvI&?v(~=+F-{)BNk3Is9byj%pH?l?|__x>M!;$7m=2f!FdxOo`&uOFPmEa2|C3pCs
zpH!ZNsJe4>?m0c?ImJ&xJ+zY!o86%BJVv-Su65Hp&nD)llsJN#cKXu$?>`(<++$_|
zAT2=Ywj(^&-qsWMl1aPiW!v_Q5bmLDu6N@XCCE=ZsC23q#s1@Jm`^@CGtxUX=hL7E
zo_oIXMsOV}LCyR)PLlu(ojj`X?X<kLo1kzd_%O?kTS}o^z#DdkJ@EX=Qmb$~chxex
zR!K&P!979v$*dZo(s-<VPe3Ii@nl7uuXU@hqP>Bj-7M%Lxe)i}C+W3Q_FQezEcVfg
zlh^E_=lXpZfP+g%GpTTrt87)GG~$)CSrfC=$7&*&+fb{4Cw`$qZvnQN%J2}fE5l2)
z6I+s#VQivo@eMOh7_&Wh)x*(3^zvc%-lHd`k}eLQUwYJ1lv03>4q7@Ma}ouyU8XA&
z)-%tKmcmu1wS%AHzF$6G&YrP0GI$Jhf1@a~k$6|a*dCqDd^YM4hHEeH_dcMRu*>~~
zhv)WPqxjt+AjB@?L3h&*aef^tT`LrrDazLceUqjkpF1OU=`(LG##{&kWbS`+>2P^r
zHLxi5cq}NOAoiwQRcQzR#_qBR_!!ZpV(Kqs#B7bTl@@@@E7!a0)$hYf45hifwM1G%
z)Wg8S%T$f&j45{bEzr94;V5K~Nn3W;W8qE^X}J6~SwDn3qbO^2-w1ZowfoLbq5<G;
zJ}uKTGS|*$m%EHwh0NR|1cs3O%%%Zw=D2X@W+b%^vcuAzwjCU|u)DMC1Mp8CKJsAt
zPz~Trx3>7(VX@!jFO!XL6B9`3$6r;lTsp=OCOgeG?Z+&K+Ys(4oFT<{>lZNeW1V`f
zYV5PTODHE)4%lC&DMI+D7kc>PhQ|9zkRqD&gLeH%LSzkz^islbd9XPg0=R%~^NPpN
zQ#(s^$QgII1_XaeUUd5u(UhrPWeZ_!JyBN8BY_bE;MH!c(X)e+a>L4!8tz%F4O^1$
zD+_h4J?h{JW5bd{G$U-6Imk8xUXLA<P^IMb@b8uSI-4@IQnGnRxK(!Pu5DJ~=^HW?
z1*`{1l-uVpCD<i=m($U(*x*qk>@|F5;Vgu7B$NwH&U&f05y`K*=}Ze@NL9iy#$&n=
z77~ZTgXup+!DQ}QF0zaow^1vEBEKOI(;~FNvCQ-!Ct=ohM8n69wX)^snO*X9=}~1F
zXOIv3HswYI5q5!{lA{w|*vtfxND48xy4}f^GS|s=!7L{v9IYUEKGovx=9m9%>rLGt
zEeKCCDnBzk|2Qn)HaNc`I6szwq}?=#uz|#}fq({bv__;<@QX_kT2ib&3QW;!3i*SL
zn5o!{qBvO#>0xgdeEKUO4{K((O;F+|#OCvLWR*24hiKvM+N-^)1|@tj9i#U2!(|3M
z#*5hWaF{FP@N30l^M37!x=V8G6eG&I8+x|o9z=x5u?{93of7?z;4K}9Y+81qo+S$I
z{c0?DJh+9%2P6JsHb&x((P5prq@yiAjJVZ|Ysm|g>aj&Mh!fu;Cf`*6x+i28YFI5o
zuIg}Dil;1F)y=QtpF^>B1M9S}H<RZ{lh>Fh!?7BR=@$*sh*Tv^x*5u8v!&*?*kR`v
z89?YGJ>b=l!lO;P*LWHu-LqI}Biz9a@lkA6TD@_JU)q~ifx$@q&E1v}yascs5|?}Z
z<wU}>iHbqTfW`^e#YMUdQvg*?-;&(+SN1s@9gJBU%QtvcU-=Ec(@=HtB_%b~;_cxq
zOxfxvXt<uTQ_=Y4XdKa+O7Y;2yc$M5ju^mkIi>gK=|_wN11t-{v-To-<2Ypzc!IGm
zA@bX1uS+OK>rw^z5xMFvSi?*s9~i&pHiCKj49(-lP&79C*4r9}r`+X?1Zt6b{lUc*
zxpw*JSboBY=T>YY$N%v?4<|nB@Ub4idHuP!LKN=R98Dr*U~=Q9y}56n3Y^P%y5w)0
z@Ca+mKUV8|S1X|#g8ei-9=H9exD=Y?2Vqx{P}q!F@^-1tckQYoUk_gLVS)$Q<FcZa
z&gP~?pd;Jj6||*rs8zVMO^$+pYSAL5@X|dP|E+=W<(n>ea@_T><j=iW9rvS$B%+}{
zN@$~_S7~?K58mH6YHOQor^EWXyoz1E6wcz{a(VSKVPIscD0OD=vdV}w;YT8!(463>
zvZ=J?^B)na>8wgrZbYQJ?9AXW+us)%3u3&!kNyx4FU#YCcd%MFGFj6iW?5|Qfb}Je
z^(V8(E3%1!H%dRL_Th8%mS-qHZ*E?Kl6nxGT1%|sAUmqcYo)iSlwP8jTBf$($urvm
zA-0YWly0fjsJIN!Zc2Z7Pah|<Wu%pORHIhF+}1%>mUR+vN?7o7N{de<R6laRVIORg
zwj22vj+5YCC6V!sEA%B+tKkZ1;{k(Px5s1y!K#Wse$?*eD9$V0RTdNS6C#JbgwfU7
zCO!lL9N?MD*?=b5t2LOgizsN+wM2oSn~#tTlX8(^sp$zTW@I=0vBX^&u;#BOAU`_@
z@{n3ke1D%y1ncT@05d0gxzkkBM1eY|MY+7lCsR2^oBjP=#*Q514tAl2$nqD0^-fr$
za_DUlVDz-cn?vTS*CQ}VP}i{?1CSXK2(G8@zA<1a-?7^S!F@AWYQBiE?=sa+y6j^v
zuGD21-$K4d>|^2`$fbld!}D_(`!U88i0^+zGbSgNoBcf=cWY$ko(ffE^2(@5<z{96
z&CRDDdW?b8Uv>o0*-Uxil$b>0!%5<VcX!5)_b?S?b~TYj-hI2!lfB$N9pDA0%QkT?
zqP&Hz3HnMDhu_b}HkeNs9fW><yQ@r&!dT-UKL*C{u&TlgNixb4am`9c-M7=&zZC+B
zzf~NuZb<Lty5T;L?+LgAmu^96ZQ}l%qzYp&O;Om`5>r;2wC}<yMU`%Q$|><4s7@UB
ziC*l2d0K6w@(hTTncP&0Fgh%k1kCH)NF|LcD8(PexJ9LRE>C$kcr<jVeXelJvX)+q
z>qeghkr5cnEn>kvms`7UK#{v#tpU(3De-et&89pRv4B{-_C0ccEIJSm(~&1CCyQ4u
zoi%zZ+SkoN5bz+~KS!r?R@Y~%q|=>YmAB>{@fEv6;v&gE?R+RS<gAQD2&j^x%PsY~
zUQ0pybF%j7@P|3u+Cee5xwoWduyuo3<H~UICyD0)eUWJq7ztMgxOVJa6lF~_<&~wU
zs%2NIZe{jqT4UdAYdYx+Zh!8sGAl-ZLeC?HqLvhbQ;z=hC?|ZDH#`i-JDMY|p1trR
zruW=@vt75WL(~T2pc@k_!sCnw*xG~oZtZp&KmT;?<PwXjCmd)Hm7L4@J+^pRsoi!T
zwWz1-B)A^78!@h~80~ZtN~KWI)Ud!7JS%^0ro2c(ZZ+~=NhRrfD1f`@l2&WWfMjgF
z+B*EIq}Wq?Pr+0xh`Y@6q8RdEsBq@l>0QFegXRbJvHksn1Iwx<#o<RkKiLVKM0pd`
zJ+BbAqt=c&O>Xu)P-Z73){rStu75owThoI<<$*BM>!b3XTuruS=8=@als9>tT%Lo=
z5aWSdUM-U~jH3lPnubShD0h1CoBK2ljz;$rL=cW}A9TVRW%ctgS|BmiL{zL87wqfc
zjW~=T>}%tqt50y$10vdrQgzI`g3FB3m`Bv%1{3707$L0U`O(9ENJmElr=HG=QSIDC
zO!aRR!_);3)}vOFct|~7Tca%;qtzDcI`*jJ2Su@w@jBch*n|e})Q-XF;}5>=JQ7QT
z^ZICU{4kmGotsQ)XYqXD7$wHD;K^vFEV;7U1#WxippVY;O~f<UW{<OJ^pC|`%Zn5f
zpKss-tlg&Z?5F(p0RFmjUOy7sW^5MF6Hk0nn*zPh?I#fn7<&(=XslggRX-}!5f46t
zH}-k20Pi?LPJ*34AS=u2J1z`%EwAadtYfkg<?h{i_%4qIDm!^9F$Ph;MTCvO-r9g+
z(TWHDmruL=+N1M##_=WX`a3%-DkLH)B1J1<=xAtTXKV8AKX+1rHbcFT{@z6OEA|gc
zX$k><J^aGS4vO!Cb~cy+iT|rjRKNHPZ7e`pe5${sQ~wsH;^YW$GJbhJzz&q2w}xX7
z1^gCC$IQ+G$MD+(p<j>7{I46Pn3*_;=~zG;H9#AtxQMy9{!jKxG5$y9^*^?i{k>a?
z1(Z_#C)@nrI_2*Kx1%%QC4v3BKQHDxTG%^*9tHX3W{{75rDtEBBx3vjV4n-i%SM)e
z#_oT&sf3*i<iNj@E^M6azxw`n{x@9x!%NQP=jut?qVBoD|Haxn23PX$>)XM^*2K1L
z+qONi?POxxwvCBx+nCt4pZxaTXP+}w`}rTfN!3cN^y*Ics_O66_jP}eblfQFVIhd&
zaKciO@nbAq0|ap3odJ)nap3vr_#g}Nq;r*8xxS6zt7!0r$%Q09{DdjC0*BmT4@}Az
zm5I(%=G&92Wd~9SIJ=u9>F?)t=Ww|k_ws(c-mr1z1L&Or2#uW^72$fhO<zg^oKdEt
zuGW$-F3f2C6?M!DT*grC{IRn}C`)bJ8ac!MdHmuAwuH?w@=!4pn`Z8_a4hIh=Eq;n
z$XgTyGU@ot_%#RRR?z(WQl*AE7kTotrf>7-9b@9ha>g=NjxIHy#rId$1xS#{v#!|l
zM&gfwg~|7QR=<y=_p!#YGK*}Nti5}}HNX}nFUb6Pa<uUjvS0XsbiAj%l>F6hg4*A>
zo2T2^=10o0&wD4wqKU=_=%fZUO+_gSbI_~~+?09=RR}WoX?LPc`$)<7P`>S$F*Dt=
zE{7OZ3|JdcTp!R&^)Lq``O|$<zk{|!3wd4^N2P}lZWm!8`JJpb_=uRal?%NH-+P5D
zx)p?NI<R#m+kYL_XXkh3IP`{eBR|N_6~6l<gk5dT=VLkGjnysgDbr_0tDUTyIy7E?
z(6wxVCZZ4hBmd_%ar>zA>$Pg`*jDQGLH)tygiGx33ai}$sa=|(mmo%>V&O9BssC1*
z<T%NN;J3r^6~>6&uTmS>>e_vf^?V*^ivW_ruu;7RbYM<UK|zW`R^ae!u0=y6)oV!S
zZMv!%wX$4?yTlM=n4JI(%WU)P)kC2nu!C>6m{ACTs3x39;Wc60y1mskncTYjYQ<=)
zGyH~R>Go!biL>E%Q0|c*gbD+qJ6UIxnGDkIg|byi$$Q$ttMt^%Xk0em)61Ka`?=wE
zGsh1(iVb1SYq2P6(~8}=Sr{$1FPQ1k)~Ar5ZFUW{el&+!JjH!0)iOjYq>C^bF5*g)
zVmuOM%1%-w>=38^8mV{8v4NOBfEG($6skb4J0HeTD~y(>o&m4gFFna1*}8B4thhq7
z6?ZxMxEBnWFcPM#p7W-*QiL`NCedau2~j5J6trEYyRlJAs)n3lMUuYqBd}#;z1KF<
z<Bd)=J|b63mj2S5_~3ePo`K4^<Z!ccH>}B!^l|cJGu?DMer1r+6XWtX7th`c&mi%7
zkG6G`@)n=HJV)ft2ah-s+K+3V%AAFHzVu_13kODQL(}|lE#nwUDpVbM)e89X0g@Rq
z=aAhzX|3OxbcK;F1S&Ey!uCZO)Q6)SE!v$_KGZIw+I7NBBQD6fM&tvd491mp!Ylb$
zDwAZFl&A}_=1mxSbn}KMy7T2t-c8@uOf^$02do|DIXi8?U4u^MpbuSjgfA*0Gw;HC
z;iIhJO+rS4qoSHd-nd|la>fYCu^K{j9zf&fJ@z9pDXPp;U2I{biPm3hrjk7lkFb@~
z<T9vBDU&H;*y(y<dNboiiRFSCfo-5jm-PIoE!p)wF6<=B?=ZlX9d{V+p(DmY6)LjN
zi0h}b>-_*T=daozVKh$a8(G(JOP!-~U_0h`yFtv(o_exO4D))EX_i1epJQu-bxX0z
z5~MkY5!v-ULE(`=_ArweT8;7<#y+44LrV6II*PI*$R@Q8a+7P=*)oORROS&be*$NG
zs+33PVAs7}(HyZ!vtLJz^~@T5;#Np!b+){SXJ1iIMVIB`d8ri@jl`no;-+RcUWN-I
zA%&U2wKMa_^(Ldo=b>TwG2IRL{wgfW{wg985PWa9Y*j`8f<IA-`ocuGVnR0Z(jR*K
zz4}%C_a*)nIz~98#~NB1tx?f^)41W7+gAPfX~XzwQvn$@82hnVn&wi314!$lK)nQ)
zlnupnN17d>&?lV`<p@4W9C~s%H<OE{wBL^ySqIEON^>A<UBK!kES#k3L)GBI;xEdT
zF=AU3f!5KKYG6+;6oTfWQtwL`SI@9>5A+M67*&lNjbY@xnjuV*>*D9P<gxUuA9CJ>
zI{JLLHf)N5B*Sol^p?*-+{hxDdWrrp8V(wodWMq76rQCB%I=9iQA07_)hL7<iM!v?
z=y_WZU$Mu+AIBcsrxnxjfG?Io(gr|*XiWz%5M^a6$67r)+Cg8#3Iud>VgzmWXuc<!
zVM$lqx<hLW;WL*bmX}SwlsWw(zNVg!;CXTFAgP%i@<76+lhe55K*Y^<S${*mwx*`r
z$Zw0Ng=k&UjalXb@SA;M-MMLK-b}k|I4C)q9AtTPaz;Ri<qkcu)((M8)l`x<b1@ki
z70d2N(l<@SFxi=DDS|##$@Jqh22H=-Cw^cka~1uL_ElHxS3)Ie{fud@kWd9;?N7?r
zb!}`D+9hcq8P*CD-f&Rhv8eXx%c7tdnSg8|boSg{oMC7k;={#lB^-`cyd+}w_WL0>
z#pCqxN96B^HmyZa8`BX%5JnNf(Bk+dxmeq8ZiEUQL09T&O<-w$j8xKnz|z0kWDmu8
zAWzpUa<;`TKG^d??_HLR(3y^WO3FF!g^k_iN2sC?V4qsuHJLh4mrAFO7M<ipK0TwQ
z;I$LPV(_Wq_A{&v!>@(VBoIF>b91ZAYdKvh1QBN;BgwY<C)-%Z_g{E3HO8ICDDR#o
zD=DQ3DH~a{H^MIyb%glrdnM|~(s(H0!B0#57nnp{W4h?E_j`(7`>>sISsvOo5*^;E
z&9%2~REc@}`L*Pud#eG&B~T<R!RULELPPDT>(p2?=`)=))sy=lBwMpIg^SGUJQ)l*
z4KWPS^9R*>j*K&Uo6~BAjCPy`Vb0PGpEYG$AaKG}ru2L@qC}roWS_CFM~$HyiS_bs
zcpQ_69o~lK!KI8j#JymF&pwH}P7Lx(@~&DKzucPdwrvTm4U3tr)2mVMnlVkzf-cF_
zYDrbnE(_N1$IdIWae-DZ$xJXI7|4W7=`jEpxDkj#QsYe_D~R)hCSJYsLOOWhPe0-P
zW5{Z}U7Vi~<dMAS?MSxR53?Mmrq){+A2%5;;@<(!oo*EFo)MU#6$2gP(tfWQtOyU3
zc)?goCsEvt(Bf^eQ;1~1?S)%HJ!ypFa*XOEiM_$r_LUf7sZr|`vOG0Oa#SKL?L5oK
zM_%Dn0@?U`Axz_S_?yfg+YPsWhzuiK0p3CMss?+(49<mXa1Lafa=T*hRH1eiDxO(!
zeB%lJ7%Q}Bh<P{Ib7E|#eyZqJi=~>2psIJjI_+k@XD?HjR0OzYT|d}iIN3D}M)B^(
znzMU)#E({eOKD0m9Ip*HR0yRJD-QUPSm*IIaityi(vx#R&r(NevR;)=g&+8p9CEYA
z&sCa_aN1ype2kO|m&}(t;6bA$+yE=gU+bz;xQZ?tvt}V*2KdMO>G%sw6vruD)#lpA
zjYe5eG|eiRBis>el|h#s$|072z2Fsk;HN|`AZhJ+?>3fcqUqQLl2vaI7AfgoG7PM)
za|q5g4MDnGXq!Mu4iV+xQteF66k5YVj#CDt)0`8ms7OhscXB;x(O6k`k}Kq75*r4E
z6|4)f4eyzmxDxv$mi8GNl&8|M{h4zcR`u6I546>G-TfH~(K?0}=4Xu?r_$K4@arV2
zz%tUlNv{`6c^!EjLyEr6D<;a)sf2lY;zo6GD+Prq%F+c1^T4<=Wrfx_jk1CyGT}1m
z#xkgRH}lT2vO0>=pAzQsBp!qLx6xf<P4*;`84^L3C~W(<93S6+6hSgBW}yar;lZD0
zrQPxJjoM}--SH|Nt1hz)EE#~TG?p{<kuN4|s8r7>_RAlj>611Zf6ed3f<qOU7$P4n
z%q|H`LXQnakM7*nHc<2V)lA6@7*;;0tc~^_EPQ~);KZM}(6)JBq8wrIio>#u!s%M>
zrR*#h+ggFICge)nS&dGwj?KOT=U&{+)QPPQ1X`*GVBg|AN?m#JMb}fq-W6<No&G9z
zc`#p1IBag=FF87nym!EfERN>f{b(3EUMgxwf}@kQtzSCM&I@g_eVh*<y~uuWZ?~E(
z;bjoyU*uHger|KLS(jlIT&Q@AMqsQ+4z4&r_m77gW*eE{&$5d%$=E~p&&r9dwZhvo
z^qagOPxM5f;sNC)LEhU{zE4OJ^&D92NgVXBApdnq#*L4_DFC7teyFd@iu=0=!zMC0
zold{m3~=ivmE<)l>1Gz`EX1r%K>O$}mZxmX1?D#V%nH~WR*4}#6UA9(4U2}`0L!?b
zT0M;FNnxvrO3=Y9D*RF*TQ8kdgNm)3yiQO4f*06{=oj&bgK%41<5^2%8nq(Sax&*-
z8c1h@x~m>SeD1()NkxB7y%>G$jj^N@a$p>na2UNtg$nb^ea?MZ+inr3X~)4u&8DMb
z`D;;ner{)bO}i~Qcqe*mZfHF#*Y_6`%9V;*_bf!2-E0lMeMX`>SuUs>WQtT;+AP*j
zdv>^Tu&!S^Ig3$}F!vQ=&O9pDdp9U!S_8euEx=%h2e3FPNbT%ACQ9co*&DH+%M;a}
zt9B;3cM2C%VxHe8L@7xnV;)oLpr5JL#76~Bzhko)ix8_R+Sl<xEgu$934A7!OUBTq
z)JYKo1rCAjdd;Y5y~;s74l(l#h~~_y5C?<C3(my)?Xg(VA(St?&BPvUIhO7AG{`Z~
zk23dZys|toGqEl$`8Jy~+YsbB!B}44qA#}Y^j+uHK9O`SEp2X=1`qyvAVKok%%O{%
z!y71#&O-)XIugW_dJkIX7heU9Na<kG2wa3WlF6TjL*r&LMZBsG++)3)@j)-WkTJ#x
z)DxdR%H-*rZuCFAVU}aOa4(}LPR_mWB?R0A$)5NM#$25UwCn4I4Dzw&s?a{emuGT_
zi)PuaN_2>@Y&tO7lgO=2>)ySRe&<>Hfv^$x+7^o<d+O&%p3cm)PIFeUa=Ku-D|nH;
zz_1|K^?5h)eX@AT%Yh}mqfw!w<a>^~tw+!&3qV|gx7EL95PyWb|09DC5EqxDRCKd4
zu=%0^e=l+Q6FvO30{(aOKu`Bq*!l15;VS|C*OpZOo`U{cf6ISF4}ah2e-0k#+5ZF&
z|M>X7_q5RAQ8WD2&q7bn_*K$E$NbNr{9m8+@2mf>__x08KjPSbLWe(8qyNYm{ygx1
z!wZ7qLVs=fFT(J}CB9xMx_v1rR^rw_Z2sP2q3C35YiVrtSHk;iM`i7ezC@HS=ZH+)
z=<8Qzj&5JatME6E#r})F@P9=&jmiIlAhbfNf9?N2j_u!f9FOrI@pV-^&A*ChG?|#$
zwf{KCKM=}a{Tcry9KpcwXZ~C%rpLMu4?5`54H8%L9zZ|7Nf5czf)=YuS+a=}gjCQR
zfPF9K7p{<aF%Dgw&*#<38PU}23iz3T4l7!2{Um&pH$kNBz$OP72wM4W8nrwe1%Twi
z4;(_+Stp#bGCf^!EW(KzPTZ}6cC6JVPmU|@8d(Oh#rqnI?14wwGA2cER;+2^-*QWO
zHI&Q8+JSJ)cs0Rb9|O*?;07aOi36Be{<C7E_uwdpwAJ^{xs1^-2d&O8s`9l?P&7i?
z1s9E3UT%Y&(ODsgCv_npM1*R=kJ=!(H#X16K0wd_1G3gh|N653!<_g#>oU^+qH15K
z_zMv+{!NJZ`fvZ|*Tr8K#MjAFvQf4+`>RakFT3n--;00R6}10$1yGCq|Edsw2@d}}
zegBi%lrQ|o_|M*yKRQ&t3V{CEq4IxIsKWGzDe?dEA{goD82?BZH>i%q?KYuoJgVw3
zDjSu70RLW-G2Xt37+dL2j2#P4rCLUw|0x&?Dc-m<71G6axWg|WZEd0;F0BkF^b_^b
z?xF=u*XvWh?(lkh?Y>X-w9z20@)sO?wLQtz6b)pLBtAtFGM8*wLggb|ZzpzEts3jy
z;T?Rf>pRqnSSC#A8O~cV#fXCi-!+8;Xdc!5nq(I@lu4^HTf=bOGht7lm;}eQA`wV5
zqmEG6kdNkPDzx}zdv6tif9}1@WXB4lPr`3E8mKP7bYcEBl?J62nEk%mwUmogt5?6&
zNvR_170Ipn_~W*;2=M`B{PxHaV|NEf8}$vVWv2Nj$gQrVSoUV3ZSnn|^@ri}2k}tC
z<w!ekXw?c;dE`3eS)%s^E3Tdx6N5)HtxLFfzVU5`&AlFrce_k=YGFqXMy*BM)(5J0
zwsj+M#8d5;4@#-eio}&iO4_WP+!0;1itkv4E(L}I@uqKB_3qQ-+?WQTT~4gWFy-k*
zxM%8jLDJlaGuW{#9=}I3o8!2|4-|!WWTj1oi&>o3ur$*}`)hu7fk$CSfz9#MsYDar
zNaD+0MPkdNPI~w1I-{MDOI$f3Br5dqR1SCMY8A=*&&wkdPCCfKckiii@2d+_wVTo6
zWLu7s4_(l&xyG+m;y8*1X}2#Xj@cI8ijW^?xXsRqpGI}e`yWS>70sOgFnUiiQzc@O
zt^*hSs%@+s7U;$@@u@{$S)7=Mt9q$=2pL<EaCMTmwUKbwl^W9XqrSOBbexV%wJ2f8
z(oL?pA#b9D%J_}UbK0;Ok>SOcO%i)bh9?hH;GcS@XO6YAJ|<V7`FIAjQBt}n_Lh~Z
zKfO0^q{C!f#_Pm)Jc-q8)tJZ_pg`>f?S_PJbE<8cr)#Jz-#EcGBqMhuzk^D|6u3(@
z7(B!2vC0pYp}b$m(CKAF?D;y59ja2p)?_uZkruVJ%ZeGfHakEUFZ{y-gDIYN7hR0)
zl;V_?NWay}<J-r9PO<so>j$`lt!Kt$yT0Iqr5=`wsl)F;M+hVY4l&3r{tdg&fPS@f
zUsX~56<4|3L9CNSsRv(%Uc!K8;gu=mm`yp~>d0{ctMNTf-es4rJ1CBUDjB}kq9=j#
zH0`bEv@ntEfZ|3Ij%ItnHv%j%N{*O?oam1MOZX&fQLA%@Lq^0z>bcm-%_1nG4e_c}
zH-LNPCH})rDFS<w1GzQ0xsoU(w$J%h+Y+k77Q~FVAipcUu2a$?!A~Wwmbp!a>+_E4
z;4a{$e(jJZ91=k}(jVBc!`LRg{SpY!g?+*uD`*^d^a+!zU10>{5lp_`XOF83rZ|a}
zuU4&g40AKrFNdb{X<l0oyJ~PO7gTkI#z8q6L5M*@6z?$rHL~}7^FiBu6>|PAs<QWD
z2<}Pb_|O1Syg}zvAdohY3gc8i_z?oNkSKj2))1Cwt-^Wx!tvuoo%AqEfF}sdhj@0<
zT)EgKP=>FERI!^HT+2k!GJ<e~hd5*GOR6L;l~|z>g}oq`on59G>W~_tP*8&P3@CZ4
z4|~hf*-_Rf3tc?syQQo|vjX5_+QXKQd?ur{!J2U~m9W#tZ^C0+LbfwLjSij7x~#zO
z?}B29hNubo6n4bf6kf5<#98lour7Viw|uiRR$JJHd4T0xiuJ1}`d{FZBa%zHU4sEp
zOfVz;8d)>PXej&(4l~}r3SFp^h477Q5JAsQ`6{V2=O<x_vfBH)plsxpeH3K<NXBvc
z=RjMPsRo;lHu59wkD|YoF|1Bta^dfDX-i$(Lh^ln6n7C&G_hJq(h~#<@fB;svD95?
zY@~0ddRQ9|`DeR5x%L1uQkj(EF!37McEX>yTp~~=&Q^_WLZW|H9;U-DwAS>YaJ%}>
ztrT?xpKw_twGpe42W@DU0eb7`IG{^_9=wUe__#=Yzh!hL1t6Aw%(AM?8jh1m#s?@>
zZ^$Xvhg2#&JrRG)zV9O12rfsDEzEW2ak}3mYAth7Fq`$Qmf!r^f@LckG27PS1v<8c
z!RH%ql8^m>{5D163y@B-^p(H{db_o;8&+BiKN3k4`B4|D`8>fab^*^pKkbFtXFqJE
z<{}I;ZzUegdaq7%(@@VR5jNM$z1{A)`MPH3^_oroe%+g{s7HDD%r7*o{Gw(SK_9m9
ziY?q?(FfRDqLPmr0nLMYVi#r*P>A)<?u}7Mk?;`_!=gFbwfvX})H>s&IUU(G+36)`
z9=!zoWZ)toV)6iH6R?Tk>W@o3aN_b`nnc6WfUj$)S<jD-wD-d2SZXEd@xuqZK$4nL
znM7}<Cz3g_u=wj#(Hne*?nv+37{=L#7E!^QO(`v7Vs+3FcMk0oSCN@KDRR}d1N&rG
z(0sb%6mddl++Q=+b16Btv~f@~rQ;x#yN6Iu@I#gbit2MPjwuubT2>2+ng_OjoL)4{
zsgE46E_K<9Bpr_UWHxlnlR;vh;Yjb=d{eFGz3UT_=iOmqxv+IG{8(gPAac!SdJ3I7
zPxbgMmo&zyic2qP``U=C8$VwF@zlo-m~xdGA_iSCt0bh_0_V<nt18>gio$O+=~P?x
z?8*jTeN=SG0$(|{eE=A1>&B^^&d55)?5tw)tz#s74v!?ITv-^KC`H={h+S5GSBR*+
zghHs@<$JinMW5`<;gNRxsJNhRv?|1k<wQ#&m10(MP4Q@4c<&0Qp-T`wddF~{5(R$M
z3;MvuOk|vbbecQp8at%@_WMgN-!(s0C;&RYXpy>sFqN#NK`uY9C2m{;o;sY30=x=y
zR{}bS%`eZkPKdnWmONOwz&*FRkX)^TJ+F)&?$e^raCt+WGd&3LoB4$63JR{>ycwfJ
z^})y#>S1=o8wP4`(l{*BxKA^p#GivjU#Dd#i_ngM-<YlFhGP4jCkbS}JNMitlGv%l
zC#O_59$Y&u>~uYzmEajWno(HnNg*0(y`)a~qMXqii_oi^&p97Wa2b{xz{rG{h(=GK
zblU!jfYax!&nqf7Kv6EF06w_hmnfpzNCoeKsrTYEgwaz@TgVf|Iu5~92jcO5GL^r$
z`*{}Z;?lAIrnv)tqjVVVnKD8@=sW*1R4@%M?z>y_meJTq3pfPM*jZ%^mFX5Zc?a&S
zmSpU;eGiC?ZN+5RuHv2cG^K)uoln1%TB#IST9->1fDHAXCJmJE)w96#NZrnH-nKG5
zXIVv9h?r0ZadZV6&}Jgl_bbY&t6M>6-D8gzaCub%QC*Q3(ItLD66JP;1}cZ2lRhxq
z>SQ__H34ATL!~5XlI$}Z#1HT`$9*8KP)|O|n??|5L^jXassZt|)EY^*mOaRaxkonS
zxMC;bi0+nkJ5}`)y28oC4T>cRp*fw&OCzLPalc-4c7$Kdx4KR|AybLAa@dnyDX~Y6
z5gj9F^OElJsWQC_RK!iyP-Z3^6ZE!D@>=NkJ5E8gd25MB&c)=r0nPmPlh`@BOrmIl
z<JfIR=H0>r&|7t>CfJ^GqdSxy5&LN>@)IBlCJjh<;M!9M+cnBFoY{SZe+3JV9W)uo
zHh!?F#V)_K-B1i$p?&+QJAzQ~9VzGc16nEf14xIOL?MB&^IpTvBV$`QjJQWB?I0TM
zgR8T%ibM4)d2ur5Nv|Ta69Ll^sy<NDj4<A7(h$9_<4&GmSP1N+c03iFZDS}V4tl0D
zm^1{}2t{fJvu7+vTs6Nw;JuE#&6AAR8~@ov@Qw>|KpwJZQJ5q%Cnb-^P*qj;j)I!%
z)(!#2H!u_DJb3{TRlkNRjHbA*PtJ?F4N#hdSH6mH=Ub2jn6(SopEnjB_rdboy7iBP
z$wtAHg-)>wv9)=Co!Lm`vPO``+I~kQIyM83EZ0X}oVx2iSAhVgV>o_X8Ao+gpoW%$
zpWi1W<PPmgMBo`0U-M#QLw3?RetYH@w~P@!Ch7$g`tCWmxjpTSkbf=cegn~Pmse?J
zlC%V&*p3c5x#Jk6HQ<vO#IobESFPOrh7?F@P5zgQsIRB}|6$eg-!QoUrdofYga2IN
zX8ecw{ZEJcZ)=aQKmBXjh4-b0|LJfu{ppnd_Z)5pwl9G3KXtg{*6^VBc;7@nS3Zw;
zJ&R3=`Igy|*Bj=X55&%v2k9-$h$}T-(Rp{Hp}k&tyqs8tB;>bVI<uAMXTie0!)~jD
zYb#SPe8@HaZbnp{bDL)!KYcv}Vc9=vD%w67x>|r)Pq)dWJJu-eXd2MPt&YJy`28XO
zA|?#L$!D)Y4bMyNRVN#Yi<_O@QMBFS+~WMWje=D0Vld!Y)Py8PS87PK6~Vu=3{&qc
zoBcE&0_Z^9e;;VMJkVZoo+^ul!W3nNVMOb{@AsVu<E7#5(e-z;xrWc-{N#mK+t;1=
z{W#(t`&l_swrIAJ`#ATw&)xfs%j@cT6IldVPGTC(8LHGcAd1$gN`S)<dtqX&sk|Du
zW=f{zMXD?%Dp5q*!EFbr6vq;39zwujggPFiBplG8Vs|1bPbPXhymaR=ird#tqQWti
z;y7lmPC5qbeHa!o^&7c!uRw&#do)nD1KRZYTxF)0xM#R^-j#5&9frro9QC<h@{(j<
zS}%@mOi7v*R8RgIRRGx~fj{`(y8ab3P(HVg+YT6onIy`)Qa$VXUH;&eF$EB|yXMe8
zs%OVRunv9wyEdg!Fi<{^BRo((GF>o41QjNSzt66tkO5-}hmKx}0CH3fnUUeQap$bW
zG0Xbt$qzrg?d}rm7Afsa2QW^0D_42GZ<Qt;Co3cZ0S;0F5huWQ!CQ4c>ln>B(^elJ
z_Js9z=cz^&?%RY-q~*}OW_8QD=pI<-2+P(c)uSy8GZx4IB53fW9AC?jGMz=@{@tFv
z_@%NQ?3E{`JbSkXts*W|<QaK1QFRj%v@?RTlxf?G6&ak@o}9=D)F4`KY-G@Oo?1S;
zXL|~M-Do8S=7*PwZ=UaSzmAs`)uD{l)h}1RnfB9ev5C!i1nWVLZO;I-E^U`IS(UUF
zB2+bA{S2jX3S1e$m<!h<VyWQ@9=xpvWEQ~!&{iEuM7w3RC=SNpawm@1BOo4)_u20u
z8S*m%jE=!7`?N;A)s4bA4>_qWeJFz+ix!)QUoyP-D3IyQTH_LYxT$txLc?HQHYfmt
z3_zb75MVdk5*8AM#iXiDgV@ftIqHx-YtV1Q(SD@Oo+nh11{M1Ffpbm4z~J0qJnuEb
zvicEV{sbz{IAOkCbGI=3aCZZ!n7TqG*G#&dhue7%R>N)3>R*^iD%E^kRLDbGdC<YO
z9QmfN%?wkh3?vT|A6a0bVsLK=Gb{MWF+aVbkiNho$#W_d(eUE|4NEr6fkkkkI)iiI
z{y}p?`}>?{yZX&b0hu)E#OI3ZVqG@x$%KXOCNQo3e2M;of(6V^1@IQZ)=G=e9TP3?
zLVs!})2ccgs>({o8vz`9gm6R_ltOgS!dr{mvT}r31&y~jG&pG;%{(`KwUVGYhn<!+
zamfaBVXeF{(Q9}=>m2Yz{gTZb>^S~e3iX7>Y2fAae70xmGov!T6cH_~R$OjV6DZ9N
z#r#5ZcJsiq>I#J<=^7M&QiKghWMWlvq~Nci5d|VSkAqhMr7ar#B86kTaBt7MyYWXJ
z%~ju(ovuh*2S+HAKqS4d;A3JkM0qwatFT<u-(d$HbG)`S+EAcqVPsjHg+z>nEPiZ*
zhUyH*_hQdLx3rr>;oAwkbQf!1Gkgr&I74nyMO*;(Fhb@E#y8Y@Ap1g%?Q&W@WU8E+
zw9|X*F7HGt-E2OYd1<^d15n0sdj2ah{cpX>|0}BX2gv$ADFbHu1N{BJ*cAgi-Jf=R
zgz8At?l3~flIq?7fU#0-3vK7bGItORv|jW6Tmu{xxpH1GfiaEpoDVN;l9aq;p9ml^
zgSf~Kp?25nojKjE{sSxb7rWOxvo>id%ckIBf(j_4?P%IjvWmPC7BlqkW|^ty$K*T3
zyO=ahoG*{p$SD&Kyhembn0CFFze!7XYxID{)ea5th8^7BiK}|Yk>ykNf4n9alSLTT
z-Ai8ml8ys?CxMhg6ke%M4Q@Few{0?H{Pn&@GKlo@3$w^=r+mBS`SIaW)((S&{=wJ+
zp>rQNNFGLXxy}vOxrY9(X6a#WeG+Ozx`-V{l6Q^!fg$_zUX}p^r1nFoP%C4#s&CDQ
z;dTaN^Gev+GqjJXP+Qk^P2tx*<!Y1L(99N#Qwr!Jl@})_N2{OUkF?~DbCcT{sdhW#
zx;*FscOxA{W~oIoE=$%*bKDZD2!t}U&tkXr>5X0&POT+Cc9Yc+s=3)KfhDiCg1dFB
zC*$Y-8^&iFP&b4A-q^~Kp&N!B+*g|ju2fc9%Xuq<y<=|#!ijylOfI+NY-`Ag==9M`
zy2hKH$F5+;I+m**853r<@}AG*tnjnlgnb(0zMgJUy|d+rv=(WJAh&zE2zxu7Nh{XW
zC1aKbXUqMKUC<w60MF-VZ39plKYC127EAS%nkL^DTP!z#=Zg>4NJ{&-=tO;k<=h@9
z8xU3;9*ci88Lm0b)w8R=v6<e8uzIVss!ORtPvE5Brh9Y1?P8_T0u7BsIGbpmd79c#
zN<tTI%8h=TW_^b>p_6Vq1jb3K@<?5aFO(RfufHFvrG>9_g&_&s*>3~{U+!9zDY77;
zc}}ZkA<R&tyB*4rArV(Q_$70)vLi70AZd&7@(f;*t8>MZ%beQ{D2cIv2rpTCx2le-
z<HQ9K?(XEQ8eq4*3|ZXYlf<Z6zX9{!iLT#}ha}s!ODAWb1)qv$vkQMn0~?(Cs?4th
z6|$2Ui{e)L=%!Y=9Bj2{z&K*j*mBTff@)e8Ka65M+9=OplF(CYvv05}gmcvw@-*)b
z4C;|gYox4Wd8qQ8^eUeV?K^>meIR^0ZvREaAVy1kbO72YAB;=xvzcO?GP@ov?V~|%
zV%y|!b!UBXzzLFiDl*9$?`Aje?Uj$sYL$9%=5-8!W%cg#*)f`1%FOp;ltGui<FgZV
za8J3Z((=RFOkad3EkfSYlR~XSa3cJ=<3p3Vl-(LBAa|~8--^ks5>dHImgJL8;7%L(
z)V_nYAU(F6_dBC);frKY5ME73&Lywb++)Fd?$sH4cn`bE&cROFmvNLNvj<65-5r%M
zUgB59I9@DOx_O|nR!q4kJ4+YQLx@ZJUGZ}?f<=|!Z}5q-O0CPrHYVydrocy1q%Cv5
z+$DI?aJN^_gY0}d-UeZYO8of0M|vFF^1-`%nL6jw=-L#APk7}g?Q(*fVl)+?l3nW_
zwS`6a$pT-o*aqzRUW&uz9LChKQN3r)$#yI=9o`=KIuCRQ4yA@+X0&ds94}{u&aCO+
zC4fv}1qP~R#>opz6v$tJ{lY#)fGg9a&#xj%Y_-R!1(VspUA+zf=u+4OX1QZ*3ILA<
zLHmq&*l5nDycC|yP$N{ZH#H?iaWc^0iKz07Lh%(xrvw1h_W;c>S))Hpn#Bo>Oe8A5
zYJ$;8NT5v6+$mDfoH^G=-`+kl;~K*;Cb&+;n^Lb5Tab+IFba@_@pHi@Q6>d+C=rOF
zQ_fvs-mpH#m@Oobqiy%meXGJR7u7Im`1H1Yn}e&@THd+>2Dm(sxd~)IrxpT;dYPFN
zl{o@u_5*7-K@2q8mw{NJrcpbp<~IzwvSqDoCKQuLa0N+%Zx-N5N(J0x&m>5)$q@H^
zCk^9FDP}wms;X~GEr4+KP!s8MF4t=ih|`Ugw5Wpz`R={pS<HtmK9opkmITT!FC<ja
zhQr0C(%{}iCiR0Mi{1UBrFl5frTn@IM7;83HXqP=?zj01Uh$92uc33e;?$@do&lfH
ztz+6AxBa{9fg0(Kj-}oRs0FPx9Sb6aGRXSMyb4x2l~T8KXX0;i(4e7+Y)?cBVk|Y<
z&bYy34qqc#Zpp|D@?qVZS_4Gw6aua@hXPgO0u|->goYf`L`B4`GY59!1}^mlJ!I2_
z?}@_>_Z$6b5@Q{>o3F`i!+}*9#OrQ!>f=co`<T=KB}xp4l|mv$fP%v%nB{Y$A2BuB
zxW1`;v<>H1ao1pfx4!T~x8&^)I3rw2Ztc6a-bsBfiYw)7EnvAV6)vV_aycSG|EwOJ
zZ{S9avh@!zCzM;G107NaLIMVYV{%GhyCJB$XYLJXhh%4lMx>~Zr|ifEUB22i<Ev7O
zUV+FHF5`b0fOz7gLKswWU4wWaYM(vLN+g*04W?#^l52#WD?#uLXIL_DwfMY=!S?zJ
z`A}cG+tFyROh^L4%}gV}Sex*PbdwBadf0jy(4YZ&c3K^nv##Y^H3!Nl^>^{Xb*B}$
zZrUAt5D^-z2MT>qXm7+IJ+6FI0v@Ohb0i`QCg3D_w{TN>g%jiuf!hh2jmLF2hI?Lw
z!}#z+1R(*6EZqftN9ADNvz&PMA{vDQa!Q9;=Yk3LLi%txAgpg87RzSWAtMU<b={9{
z9M{=^QO5lfyo1{vnai;<?^D&|>nKnMk&RimvCYty!fK?f!0AnSMCG@ye$t1`93wiC
zye?&HI_r{EA*<28G`4UzJ${fAhoA(0+mKdk5%Y=o#qG#m+7CBH!V5D$S#US6i;UYi
zC^J}IQx*NQ%DU#Ly7CpxtKhC_%Z0rJd2L@piF3W7-nBtVnZ^2i)8+2x@?jh5N@!WQ
zv}^b5LPj>~g?Xkq6UD<fJAXRacFSB)rKggNLX{cWYVHspp6JlFQ}&USt+81DzV18P
zU}8Rnc4}%kh6K%E7ho#(-CGmZ&~+3!IiDu|iO#VqlzM6d#+dcd4p6!HM9y8+C_R^B
zFAra8Y6&Mm>XgaUq3F;lN1#dueAF%vNdshtvSl&kk{5Ks1GV@wC`vF_JzaX9DiHAm
zv}0{a5?y5>{~^BZVK>b;0^wIZATdA#S<~+$LW$x2x$eYIW^%;zcDad-V;yeDVUAAu
zFmEdLv7=2yd9TA1>zlGnOI>UOEX+m-tS3tuxv8o~WQq9{Rn>&*UM>BZkJenEu+nSk
zjh~#eK4iIiwm%XsbB9iyJlvh%`F^>HkI{8unz3Q@yxydrZ*^w68zBU`Er>$;v|5}<
zV%>Xf$N_?fB0Lxlc+bI9Y1Tkn%b=01ZqDiv!~zd57Hx>d5m^&m*R+kx#F06ED67ZZ
zpuf>UT5gdelNv~p8l-~N0Z^zN2$y7UudB}}V{<TYEHK~(*Jf%`Mr>THGA5dp3mRiD
zs&ePvcqm=msS*OtR0N`{@I8PORZ={?jYgTciLxM03~BjBm#14F8tpq#0)aILAiF@=
zNz;U5#|S$)NhB8p+#}}CA(TCDR8i2hGf}I#R@~F;k?VNV#W(etHId3(6U)`odT%W%
zFDbw^;~%WzK2eO>ZP&e(kP<G5x;~ooFYg&hGHpC?wq0~ux}hv`IS9R*2j*y=L^w@9
zX4Urmj5(m^=oC}F^F_i7<U3(&;|RcPi5ot3w9MP^?P(7KV5iG0rLe&-)=J_`G<KmT
zdbk8`3Xkc7Q$ob>Kf%D7a26y~6A(1ZLG?eM5D#G4k<8VH9nU&YGiS)bp9c8pN~?@C
zZ}d$$mhYB9@iwkU9`?>zoFb2)4uDvv;0=xuatB>bMyS9=%^2ziwpqJeE&+CwV_4eW
zHW$Jy8PgZDi;uW_GlxA%3(~O~q@p@5BTXGNf+S)+O(h{4%C5u$92KA~e|YF$f+eOu
zgpmIRSo$0P`7eQ`zpYKa-udrf>E9lb|7)=HhwdTx-vmp{UqP1tAy`^V+~WXO;@Qjh
z91iwOm_$(?c1QDYHu0G9UYGx6^}J9P1QfRDJvjA5*%#Hq&HcpFF#mDvfkIg*>s9@(
zXnsG}`MgdmmVvrH{Vi5o%yP|e5zbwk8B>;Ycp*77_qx&x9+V}*+}wW1&LHi(#&yLZ
z9NWi>tL{vvz#dPm8Di;jYvz2litG4g$P09z-s-x`u4%Z_L;drf`7dC_fjomoL?L;p
z{^$jlcd4?}9V|G_Pp)eS%9Z}SF?qQ8DbJs=HK%+9Yhrrfx9luFLf!7OSk?2WQk>C;
z_kp`s_UG2c7_|fU33dlGz^$FCT}$u8D__qaIeU?oXd@sVJjq`vZFtQSy%)u(<H5E;
zZx{r$Xb{(_WmL-}i5OUj5nf_3vv%e_Du^BPGE;jc$d@Y8n>~QZgYbU_fVBeMWXiIH
zmZ*@H@$Eg{3k<MtiPPZ|QD5EB!LtVY^qDu{0So`^<377&Sqj1mccM5%M`5G6+2p_e
zWCVNtIXQJ%IJiJD7WV0>#(-&(v?=a0fURF4<E>|of-K?x>N*6RPCVu+#?JFJ->cwG
zzd;ieeVAZvNj`+GC01FaCz}8e&I#(SJ`Yo{d9nX0JJ5RGT|?A9Xwk$Sucr_OD(L<-
zjSmPO>sHpJ?E&FooZ5SLcJK)1+;azWmsJO{T*IhNXC8U9pm#b;Lqu4Jzi9BrBh@-r
z(y0{N)`=6?ZH88z551lW3KB?dRgAH>pJW;;HWXzzvjiefoBG_`y!fI$`;GOaISSZ_
z4zhJj0=u$a5M6Qbtep85(&r=gmR#z&#1!WuCkctWE;dN=&tHQijR7>iGj+Jj^5+Bb
zE%$e;tPszY*X08*W7|pwh_Nx`znvnr3@6=4u!zuL{IXszsuopbvQ=@Yi!9J_-vyLx
z@k^az+9G<RZds+89FF0!drn1_^aH^;88$0{0!;w)GjACM>9+1MM{uPqjXZRj8GV})
zeK<)Vsf}I59pJg4YFl=1=-~Bo{N>_4t&2<BNqezR@73*-HtYSuJj95;MY&i1PFwmK
z5SwG3P>bjV&A95H$TrvXWc_Paqk)DtyHoLCkoNvzX*ci}@9u5BsyCT6lrj^tUzJ49
z*))aQ{(O~FBVD5MV!r*oDFfuUz1kW(yYD7dKNy!q9_z^C_*xJaHOBA;^nShuG@6%T
zeJ(s@;<=IU!*u4)#|iie`{hp`;4?&K!Z2!AdJ-<}3JNWY)f%m=9#WfutTN8+YG}y*
z+Cgsywfm`jgm#kGLuY1*87IZMIL}wYnIz^Le|jzRvlKw~z8{l0y?2_jsSXOp497kL
z#_UINqh@G+5Vh}ok(DEtiP;un9ur606+X;>!G*V=_@i&R{Jjk?N+%Q&G;O2bHrcU9
zY1djPC1!Zh>NGPkBzMO5IOp%59v%5xXK^Fo_Z}l$QRpNP@d3Y|{SoUQl6_Rl5L0Mf
zbdzpgXcJ^G2o%IX0s_E6{2nRrN{-~5;YxylQcIneGE8jZPl~7QM0~>CROHJ>arl~1
zI==4=cgMWU|FUG{jL9(atVx6^)r{=FH684!4pk6{jWI1WCue75MQ+vX7s=(g+dyGy
z%Ph$z5~77Nq6W8|Z6xSjx!0bZ)M46aRlq1><$h!2;o&h+dk=BHz9xwOVBPHk1OQf7
z*7%qB=#R$>|C3PE|2;lp{x3(L7+9I<|A;<$s;))tHY0dlR{xd+fH+zVo5yxb!%G+b
zY02^xAMTUFF-^x|%nuio*hu}H2rejdtu1(<!Z006QZmZqa5}jP&gQXy7~pxoxVr1x
z#zQj+9#hP8VjkO$rb*+nxNSESj$aT~t?Ro=nA5%mp@AiRdwfW!xx2E7kZ(oPnr6Jh
z=g3+><}=dX2O?6AjPAN(p;XT_F&=>J@^K%j=bB<47{7t7-pt}5zE!S`uFpV;Pf~BK
z8Jjt&S4kSV9#_aBb#JK8N>-Q6FT^dn(+%e3?g0V`_Ub>1jNaTq5$V!OnAuHk7z+!y
ze<_JLOXZ?{A4d)}t#5TgIBHz&aMqDQMD_UbtMoG|jD|9v-3viIy=2a5p0tZO;)(!Z
zII82Sg6x75!JE_(1b`;rTY2yVeU9Oz;P)xTOn53Ni!K6-&JU}4nX>R)4oH-%m-1Ad
zd)L{R8QSD<9{!Z6P~|Wb^eLeS_K6fqV32@`>POYK94;4f(k-ax@y)6i$3W_>h&uBO
z^zTy94T`>n+UE&FJ2!G##-L7%XdGUCb@wOA_m-`E5L_?XjWYMxoS@w1oS3>1^&H3b
z26JdJU_Vhj_R>?-9ZXWrUPlrWRJu0C9T_z^1hh#6)!&Wl9DbwFE{2A}$3vki(uZ6T
zTlv9@!1~_|tNMCw#}u<oYu)=R*z1nUj%<g;GJT72w;k`C2D>07d5+RSIHtfm|25Zg
z9#E#8TO1`3Ild*y{+67-rsWrjUV@7r8xPsMlerS@^NA@r#zk)bg66nI802mQwCVa|
zwa(1|Uq`cwzudDMvD()_#Jn8b6y!bdTUp&`Uwp91v3MDj?et8b81&7o%BuouEhD6R
zbO=a?)k=C+bw&23X(@aZ8<bT|t`@f8(`NE5)jb>D0;#F`YE3c#apXWhloSR}dISTQ
zwq*y6iu%|RIya(h1zGhaOpAW!5f|e}3gnStF$b63Ik4$m@!9!am34gM%X0bfcBH~)
zP3BaIPqz@XfYS+s4v#=i2soP;^ss)NPAyP*cq8AnT+mNc8i4q-it`aNpiKaGt3@K6
z4es)`ik+?U;$bg5(wG3A_GtE#YvmR6a({bU#od(=&h^1eARsbC6|hKnI&T(2f||I)
zL``5Z|LXU%grLPTM5Rz%LV%L{VX||TD|ETN%VF<ykKCjC9KUF9gy3#F_T41?q;d4u
zX1?sr`n&_)kyxH+iUT>`lZv2MECA~gc&0N(zk&~_z27lGSk@ixMR?jI{TRW%PDnL_
z44iK{$3^LDQY9$RBicn)XXz|EuIkW2bd)D}_IO*q)XL&SI_S6WTsPe)1OSh@m+Gls
zBEe?ouxB2L&I|^>>y4B7dbwp!%O$aC9^zB=2AJjPw~-cFvQVzClG5T$Uc<^mYFVD*
zgrJ-1{Dhl5NO1q87c$F)SLTA~{xcZx<ElQJkMe;{YdoardP$?;dQ{NZ;MisXqq(yl
zB{r#km59DQ1iKq4)<DC=(VuNvQPltv8NryYf^EQYYD%P(HC8D!#pO&i0dXaQGl-#H
zHoix$gSNbS6%5r!^xom^{xf*8#b$tu+b>)uUAgiwh*StS7(c#BxyBEzt++Ph>5E7Z
zoqyI^r(SM6n<GbQ-Io;)aOk5FovD`qf%r(t;=I1#Zk6`pksCo_n2uw2zr?1S`lq91
z#>-i@@GGY%7n^Z;eDD`I!9DpZKjL|92Hai3932dFLP6}bd3dp^y^Fyw{2;;;LW7lt
z($=~o>!DVdMr7L?D#%>u?xoUUEZtz&L`c5o<C=vA06543!9FjvBOo?`zU&SY7L0Bq
z&Is2*;hLuIUA5x7Hw_#tWxegKZ$fM_Imb|HRXcBV9!7+90y28w-JJg>kWmZQHd5vv
z?=*H%R>SzAck`wnU<ugjZ;O^1wJe!qz+|+?SA<Bhs{o`r>eHyH_vOjD5!}O;gKG>_
z+if|XAwjmC#=C&kM9=*m0lJ!szlH@p%#HoMk08vQg^HOnv6RKsoJZ13fHe)`mI}xx
znjb`N(O2}#ZZ2f%>@=iHyzP97^Lj&rbM%`j+vD`Nd*@Z@(R0T(kqwcVVgv$2@n0g3
zxUcA~XAX#O`sWq8;o%*!v~b5>XrSF_TusV+Ncmkdt1`bZ>2#;&RG;YkZ&eWO;V<70
z9OyE<7qBW9JI~{yQ&P{mQmaQFJ{jY`r5M4HHpyGRQ?Nl?PhVdDe!S{-z=NO-6#WG-
z<H0)i7M=&2WvGZjAd+G*>rog9>?wmU6Z_N`+0-+2a1ZR>N6{J7?W@@JyZc7)cip$O
z5QUPBfuB9wY{gjO(*!9w&9v6B+8jC<VI*Syr_Nl=&A0wsy-tJOqlCI5S^!20SyS#&
zpePc{!lS4N=&J`3I+%3@mnD|k2!6Df6P99(gi~8ko@^m1{2DTI045M20xUG$z+TSu
zb9_1ctmL;+$s|$Rt!}@`@yn)ws0Q-1z{`CX^&NiW@yYzq<;z;Y{5;4{;L0H3BmAlA
zT4a-DD7R;woEl;xu>E!8l)nX}$lE3xe^3KquJ*+86StWR<>2#xZVA8E{-6pY2aJG}
zgH9Dj&mGM)H!rgCk=(COUW5OR0S88ZSdk4dnq{F(eYd3s#!6$UU3~<2#WOjPbQxF6
zc-?F&Ih~>|!d%QPbzQ+S#``7c0@~L;?4$KguC0xC41sC0NuO9}YhX7#H7R`qTfN1W
zErb)?I1xozl>j`wjJea?6!FJRknMObupHcZ4H~?)T!!0#N`u7J88Vx416)7oPLRW>
z{KNG3(FqPZKrc3337_ee4A4CGFnfTSj0L`<X2sO4lt)2nm5XA5;mQLZ_U_MuteFUC
zNQYcQq@aejlq<ako*lnRUzO{^0aurLmRMn7n4ZzioSaDoXz#lSTl+VY7lpq253Q3V
zcTWu@VSsIeZsK<7gHtb@%c)|$aQ@zxO-y3Tcijn)pRZa5FE?C#vFDb15?42D^*R?!
z#Y^vIDp?=(rt{k#2g-Ha(LcNUq4CAgb+pa&_PGQuw_Lb)HTQ8;3h7D^m#8j6$)ghM
zJgX(#<cOgiRf1rVH={R!4KpFX!Jj&+(R&&5l6~v~jw~5=yMOK#%oVsA6?_K?j3%wk
z&yKOsJUw?AC*gntzl1`GB$MV;TDr`n;q~`XEU&b=ejKEA=Zkn(<W;9sBy9#ci_Fjj
z{^8e2?*gT#D}we^en>Sb4%@zXv6M6ZykTi=X}J<g#(o8~Y-KZsuaPeH0@09VVmg%r
zjWxuD9AQmJye=un(`w61b%p=fhaQXLiM5Bc0enUdfYQzD0{zG`?I+R#whmQI&I5$B
z)*-ZYVKaFCc7_qG1HpQ^^WGhlz?CIOb2g;5vdb{X7fn=Z77PEWX?kqF5vL7(d=7Z?
zIz^7$3CsubHuOL;2lk_z9ppTUD9T+<Wj@loys}~3`cb*W;Oryv2LQ2PcICqvN7@6C
z?QiiD11*R*KZppMRWSB_;bC!*Av2qrsKMiqb2rWLV+t!KK1y*v8&b7C3XjWgYJ0Vd
z0wPu!-?QR4pApD-yD=HW;yNVq7tSu}T!bJcp$IZ$Efvd2Xbv%>(ag?1!9ub3@EAqD
zrQ)*<M=;?PG8IGwJLC2wH3!)O0?<E&ef(=m^M^Y0-=Q@BFo*v0_z%-RT#A2En!nwD
ze_@+{9sgneU&Mddnf~XHCfsR{4qS=%PLOvF?!7q^Sfq|9ed6HeB0kxKC5mdKEkgh4
zhz-YW4>P1=6+i<C$!zg$kk)jr-Ryh*PsM&LIo$|mpQdR)I}_&$+zXu{!!=!cvy))9
zq9~BODz@&{hwfQ<rucrJex+6HIgpX*Ut8G@ng|yuMACD!5*R1!p`XpXAGHBlifwj6
zm5<rtg|ASqd~Iat%$5N}a+`(~vad6Jfe#D3r>lb$r&;w2Wt=1sBz_tbyyA8zvN9li
ze*0B~O2sKYeO+=IMoYL^P#db=Qznw3wu<%`xriHloksfjhYh-W&3h7rFJYEV+Qrf|
z9uW3=bz!?^c{P4p`$9k}(S7}Kw{*I2@_ALB!Tay3l2Vil2yO!j39-3VhX7Fo?6CpT
zO2^C-Zf1oNk0I|c(J<*K@&Iw6(*{hALRm!&l0?Px@5LsoqeL1{*4HtWNob!3NackW
zybL>JC>-E3#G|X|7FqO?@R(T^d(<UK8^6qKz&wb%JuTs`Zjvz~Xu*<7nhO{O*nbj_
zizy)$@auGCImOMMrESw|@#>%qvO{VuN-C=OUsZ~9oAUvb0?uW9R78S{^Z=c%gpb;e
z1NjNXyiA$6_DD#Lw8<fn6H*C)OW}d{8IONsh{ut$uFJEh;ozkEoU_is9;;cF`spG?
z$10g`!f;4B$tOyfWZmUqZK{1yTdf*;P8+6u!CTtFXLgM71F<?wl!V@;-bKTV)&k7y
zcpP@CP}J~Tr7#YYQx)1IP0+=p&LY&8B1c?<tez)N#ZH{z+^MK`uU?4`MDkiuu&auE
ziG+m8wZ-8srGzfDCZJfwf=WL20jMA=S0sq>c7u+-m5!~U;G+^vDm9|Z5QBPBtTk>I
z47sF`LPXc-zOA}_m6i&JoJJP%!osY=E{(}5!dh?7U}Q8yg-oq`D;so(X#3=+=5aFw
zf@u(c7L3w#W|kAbJ3qKBqGT^C-+o-KoiMY%+c&VL7p+HG@%|Z{ulc`E_Z~4QCZb#q
zuOj;p6-hOIaHvod@2JP5^u{rIju|VP;<U&s=e0(rY7*#2)i2kLo(7n&NG#dvTfYxD
zU(TV??r6yQC06#5?2k#3XSpYVqq%N|3IFzkmv2@3gO%u#kr}SMgY+?apmc8Phn++O
zk|_>~*IR$|J<jZp&kzTg6w;8#9qwP*uz77v^ryxAqCHvbJL7oS9{lEpvY5dkD-QOU
zx|{`GF3%2^0kRk`9dCS$pG|KV0Q3FhB>xIGF#j<|;eUl2{?hvXv#Hd~|MegWBh#PC
z-ngoG^x7~==c(#^EM%)$U9*V{{SGuq@V5}=;BId4Wu*}VO#+m-ldlZ>^QJ<AP&qxg
zeJG|1iiO+hW75mj?%}d0wkj@bIb3=qbM4BRiksR#NiVK!7#UT534=Jofp}utgdNKD
z#T81tv>>ldd3OaXtq>s!M(sW$nk7mwJ5r5)B7`3v<<XO&R#53kKHbFl!BqJWSwtS0
z;s4j!m4HLJ{o%0|ZIYdsLP+#|vyW&JLS^4Vs<8~ROm@jq36)SvG4_3weJiddWxZ6^
z6hd62(n>;f&*<LgGVb%g&-4H0nP=vE=XcKeopXNYJl~n;ocE=r>NtEWpXXIhzJIdU
zB$mS!Wkk)YMt|^Cny$@L$P>51$5r-=^iEp^Ig6Hf6}T?8ju+f}z`dcfzAG}OG$Q0n
zD(UkSCn;F;i4mk^|NS(7<L90y=DXz$IkbhsaQ+ryloFqGbia2(XnEX=jZx(rTOTPm
zlB0RJ;B7%X{ej;rBhyn($dH9Sr;h2l3`J0ULU~J5`=oEY*>!i=*-ta2-Vd##_R8Bu
zChMYduv1oW-<u1$Ssq3bjpC%Rnj9JX$N>CDx|ibw(pe(pWA2qtPebmvU7l@_$Y~z<
z=<UK5e$o2XWmdvTEBRCQJ54YDSlAf%Bu2yznRZ#gj>j)9wmW_1d3DxplT7^uN0*!J
zoUcT5*$5IX!~HHtvcCC6ZWB(KYRpM|TFR2w!d0&_?ldY@e1{wukxn;uJ)1EQ>VZz&
zv6wHBk411<dwx*lEWThVQ}?ZIV9%!X-UxGr_f~B+ikGa6d`1o(5HCEpUu}zQnbU8T
zMjrjpZ}5F<(iKULTCHOoW*3b|s^mEeH=XMl&!iT8J{~pYFxcm~mynaZ@O7BOKD1WG
zw_4>Q=3odcL3=hqp=!mE>2YM%J#JdopUrKyk`n~eHpr)xK27hZ-LICMqb>Q~-DkR!
zYvUz#g5Jn2(@B~)EuxKGu=w<WhKeopu6C;G1%%pUriW|m`N3^R^`3^=MGwJfIz29|
z=%bPk&podX5t9Bto{Mjm)Ki^TBekiD^Y?c1X5QAIDN%NCHl47}94KI?($_z}TCR~o
z>r*~@GbF2M#@Hr8nf;M#Q=Bs=8?TT)pbW}nZ+@2;DaSD<CNWkv5aX`p*m&NnJy9w=
zI4}Zj0+sRkt6LV1u|-8{36X(_Ghew`ok7jS{prA+&d8}ZhdOkRB|cRvS$AvkMqtzF
zbGa`^bZM+-v8Dwt9fWr`n?9@b+O|ExH{T$LC3SK0rLhD)Y|$CArR~+aL<F@^;)1_^
zXi;OeR&uEM*>wj{HhvEkrxWM7ma2FZYmBlVWLWM}%C@Y#ej5?rV8Pm4^(^1xe7$5(
znRcjKM7Sd&PBeR8fmr#x+x5CU1?g75%8EVr9)|cI%#U`cNcT^kE*|EOnHay_2`O!U
zC!~2=@3g9WuY~I#ELt69?7Vr0$$On5dv$#@wkvJgC_XI2pEGWisX&RiZIDxeQm{@Q
zQZgvz)~&C&z7W%F%AV`V`(~@m{LYgn6ZAPM8+DsmBU!2`)9NzyBAEe$N~f+~i!N;7
zMYM0*KZlNfa0|{6Sa-jBI&@TFxAxO)C1KGFCt{jfZQe{I?-zsOxyNZgX(eBW`$o|r
zI2Jrcb~eLWvxQ@aOS&xo&{W85QQ+h{3CW7;ZIa%)#Zwuu>WwtAe{LA{!|ns6jeVWH
z(#Q42D$m~2Owi1#3p!<0d{BH~+C-~u$fQ+6ldpTiacGN!`M~$!7DGdBuWZtGvEJW;
z<Hfw<^<^sz=&_Ts(dC~e_xb7DRdIXrSg==G$dnaXOmsctjJbg{WLFDNPHXM&Em*&l
zN@{&8zDT&E<b(VOxoy~BGH8mt=Y@(mlE*X9?=zz`*4O@SBk^jJB#Zp!jJ;Ve4W7%z
z&xV!1jxv2N)%&$uG(K+c$P=@-QqK=B&Q1uHwoS>ia8~<_^yI4R=*A!D%KqA(EY^4P
zSwPowj~*>*rGidW(aiQ@&y*l@dj#vuoWhu^AN@OiJvx2KJho2AH{Ac+1HSO-eN_%c
zg&sxihY)ccn-q-3@`FLd2{*Y4FFZC+5-Yp2zvV;O_MQQ6XKiGa8;|Q7*x*5?`m~Bc
zJ{jxsO}j4oVr=kMEH%ggp)9~%kJf+5(PycgB0ZEeNepp#oxpOP%?xixOe}Ek=Gfe)
z?PaH2YW#Ulu2GN*tE|%+XS;M&aG%!Ov>L)TKexNRJt|i!HAVP}PKXO!+1cM^;v@8h
z?I`;eji>_$1KvL~E+f<RNIxIvmdIY7!-q@qeR<6Cg~X#-CTtWqF%{!yn|ce^86}Bo
zQsMVKT-bKG-d5L<FJo9W{YyuRri1Y}UA7JLA_7781ob2X`So=*c%v1+Cnm`q#@tZ7
zo=PgdmYCi6RC~Sckxl#oEdwR=ecbL%Mi1vtp_@CkcHQmhqIIB3MoNP|AUF#g4PSk4
zIsKNXny@u>i;dh_OAXby7J|{l&YSJwyb)LTOG_vU?>f6Tx#<dZyPn#@;X02ZsTmpe
ziW}mpzQv`Q@2L&;w=Q)mqiPxyNA|ItSF`Y@)bhqI5bwMi!JGYvcCpAAMT`zu1ve}T
z4rJaw-|iHy_&QIbrseB!<t=DL_Nq+qMTfK_4Sw9QN4RWNBbq-+6$uZAX&#KuCf_j8
zA8Q`q&Y8WIM0ma1eoiD*O8YTA<B0J2JI&H9lm7BZGq}oG%-Uyjp!d0lmT%;j?r7Jm
zU!j~@Y7O#S?4p<;btE5+#46SNUN4u+J1!O!Y&m5rfj1MeG#-yWVd7?dDTbykr3#Jv
zUz0h?Kk<7wnN>)9;?w3mb70r<trPT^oajRObVBUh?Gs#aotA#K4x;ba_7>+fws-mI
zs6=EQ3=>84B|i`ttCMfMCfcAG@8EVhQ*^wefMm0W{>Qt@F0T?xBm0Zv7Q|`4>*q9;
z1%f(fbcJ;`us*gPDp>Fc>h5?i$o|9EFm!1+tl|5&Zvxi82OO?#e?;|_?rX5xyU}9$
z7|nI7cg4q$*>}khg<g~l8=h3H{b@Lu6jnRhJJ#*)Gr6v|rpGdA^h?svEbr3YcPB;#
zAIQ|5Er`26vSo09_Cj{_#rhO=OaRxCM8Ky(6{;C&2}jyNZJu{Z`oSBNG(dta*xNq7
z`f2bipkC|3cyBz%;Nqh6r7B{TcC}<RZ9JUUL4b7+TkA<ok?zjzDq+@3<E#miF4-+(
zTd$kmk%|(K`zbyB@-vAIkzX$S;$N4o*#CEP!Sd=7tUdpG*}D8F2`v9vw*Jq}1*;DK
zA91v05D+jp1dz)IYz&dh+abWmG9d(V*?&X8O`t~g0$dZ|%*sEDVULxZ5ZF}=7mTAa
zK%Dd!H^HwIYGh9`&|6)VhG|W2M`kc+$}asxoI%(kC<sr469S2V5sC;5cp(uA;O(>g
zQe0u7h_FFW5iWr70z3uVdf5OKU0Fv@J6}(QGh{DkDj*QWB9H$<&e&2EJt&H<cAg5(
zR3Eavqn)A+)#bPxNUKA&RVM?{R#|l=6a=Fo41|R-5C(&jhfp#QBm+#;+<}8YZTCOy
z!1MTDVrjnab`)+PFiGGBlpB9tNE{XmC=w{hWempRi9pqM`8TBNFYK4$vK{Vk3~-%7
zD9}xe>u(Hv#o)m*f*E7zYcgRFAZ%EL!6-DK23?Io5Kzu#PK&`17($k-^21=TjDu0D
zFbF0<pu1OLSTsxoJ-ix25gC!S3d3M=5crd36^4TeKpmMG!{XPLfyOcCM?|AxW;-Gp
zLNQ}F6d;UPT?S|uh{#kf3`k7Y)QyNHu5DAmJ;US+ka#9A7-3h|4JhGZA*OZ)c0>ko
z#!9>88;B_mKz}fpH&)t#*kC9iuf{MSvY6`uS_)8dthPhrK#t59gvK-Z0%KqdvwvWC
z5K(LFARM0A7c`ClREk%ZivdhJO#K1Mz%!;B#<e2G8F!2^^Uqko5V4H8YNZ{F!4TKf
z7lQ*G!fc1bGS_!GBjz$dgfqt}j3MIIv<nu9u`<^K3!`8r|NgxUJOO4JTQC*_6Pe=$
zi$$%e8)y&$QyDOpu-0dQ5m(p&g>FY@J9lnwWo5v2#9$M`f{0}hD;ZLO2=?+M4sMJb
z{eTiJ0hp*GEtQEB(1R4feT0KiSRB~~#55L9rl4&oSd=Zn+Iqh-3dUe<aYPD4utq~@
rTQK|}yqyio4v(=W*iaz+eyd-b6M&ZW@|*}<MWfK%($X4whq(U)v0d+K

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-reg.xml
new file mode 100644
index 00000000..0e683701
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-reg.xml
@@ -0,0 +1,272 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-015-reg.xml">
+    <table id="1">
+        <region id="1" page="1">
+            <instruction instr-id="51"/>
+            <instruction instr-id="51" subinstr-id="2"/>
+            <instruction instr-id="56"/>
+            <instruction instr-id="60"/>
+            <instruction instr-id="64"/>
+            <instruction instr-id="68"/>
+            <instruction instr-id="72"/>
+            <instruction instr-id="76"/>
+            <instruction instr-id="80"/>
+            <instruction instr-id="84"/>
+            <instruction instr-id="88"/>
+            <instruction instr-id="92"/>
+            <instruction instr-id="96"/>
+            <instruction instr-id="100"/>
+            <instruction instr-id="104"/>
+            <instruction instr-id="108"/>
+            <instruction instr-id="112"/>
+            <instruction instr-id="116"/>
+            <instruction instr-id="120"/>
+            <instruction instr-id="124"/>
+            <instruction instr-id="128"/>
+            <instruction instr-id="132"/>
+            <instruction instr-id="137"/>
+            <instruction instr-id="137" subinstr-id="2"/>
+            <bounding-box x1="60" x2="356" y1="292" y2="505"/>
+        </region>
+    </table>
+    <table id="2">
+        <region id="1" page="1">
+            <instruction instr-id="147"/>
+            <instruction instr-id="147" subinstr-id="2"/>
+            <instruction instr-id="152"/>
+            <instruction instr-id="156"/>
+            <instruction instr-id="159"/>
+            <instruction instr-id="162"/>
+            <instruction instr-id="165"/>
+            <instruction instr-id="168"/>
+            <instruction instr-id="172"/>
+            <instruction instr-id="176"/>
+            <instruction instr-id="180"/>
+            <instruction instr-id="184"/>
+            <instruction instr-id="188"/>
+            <instruction instr-id="192"/>
+            <instruction instr-id="196"/>
+            <instruction instr-id="200"/>
+            <instruction instr-id="204"/>
+            <instruction instr-id="207"/>
+            <instruction instr-id="210"/>
+            <instruction instr-id="214"/>
+            <instruction instr-id="219"/>
+            <instruction instr-id="219" subinstr-id="2"/>
+            <bounding-box x1="60" x2="356" y1="61" y2="274"/>
+        </region>
+    </table>
+    <table id="3">
+        <region id="1" page="2">
+            <instruction instr-id="65"/>
+            <instruction instr-id="65" subinstr-id="2"/>
+            <instruction instr-id="94"/>
+            <instruction instr-id="94" subinstr-id="2"/>
+            <instruction instr-id="97"/>
+            <instruction instr-id="97" subinstr-id="2"/>
+            <instruction instr-id="100"/>
+            <instruction instr-id="100" subinstr-id="2"/>
+            <instruction instr-id="103"/>
+            <instruction instr-id="103" subinstr-id="2"/>
+            <instruction instr-id="106"/>
+            <instruction instr-id="106" subinstr-id="2"/>
+            <instruction instr-id="109"/>
+            <instruction instr-id="109" subinstr-id="2"/>
+            <instruction instr-id="112"/>
+            <instruction instr-id="112" subinstr-id="2"/>
+            <instruction instr-id="115"/>
+            <instruction instr-id="115" subinstr-id="2"/>
+            <instruction instr-id="118"/>
+            <instruction instr-id="118" subinstr-id="2"/>
+            <instruction instr-id="121"/>
+            <instruction instr-id="121" subinstr-id="2"/>
+            <instruction instr-id="124"/>
+            <instruction instr-id="124" subinstr-id="2"/>
+            <instruction instr-id="127"/>
+            <instruction instr-id="127" subinstr-id="2"/>
+            <instruction instr-id="130"/>
+            <instruction instr-id="130" subinstr-id="2"/>
+            <instruction instr-id="133"/>
+            <instruction instr-id="133" subinstr-id="2"/>
+            <instruction instr-id="136"/>
+            <instruction instr-id="136" subinstr-id="2"/>
+            <instruction instr-id="140"/>
+            <instruction instr-id="140" subinstr-id="2"/>
+            <instruction instr-id="144"/>
+            <instruction instr-id="144" subinstr-id="2"/>
+            <instruction instr-id="147"/>
+            <instruction instr-id="147" subinstr-id="2"/>
+            <instruction instr-id="150"/>
+            <instruction instr-id="150" subinstr-id="2"/>
+            <instruction instr-id="153"/>
+            <instruction instr-id="153" subinstr-id="2"/>
+            <instruction instr-id="156"/>
+            <instruction instr-id="156" subinstr-id="2"/>
+            <instruction instr-id="159"/>
+            <instruction instr-id="159" subinstr-id="2"/>
+            <instruction instr-id="162"/>
+            <instruction instr-id="162" subinstr-id="2"/>
+            <instruction instr-id="165"/>
+            <instruction instr-id="165" subinstr-id="2"/>
+            <instruction instr-id="168"/>
+            <instruction instr-id="168" subinstr-id="2"/>
+            <instruction instr-id="171"/>
+            <instruction instr-id="171" subinstr-id="2"/>
+            <instruction instr-id="174"/>
+            <instruction instr-id="174" subinstr-id="2"/>
+            <instruction instr-id="178"/>
+            <instruction instr-id="178" subinstr-id="2"/>
+            <instruction instr-id="187"/>
+            <instruction instr-id="187" subinstr-id="2"/>
+            <instruction instr-id="197"/>
+            <instruction instr-id="197" subinstr-id="2"/>
+            <instruction instr-id="201"/>
+            <instruction instr-id="201" subinstr-id="2"/>
+            <bounding-box x1="58" x2="170" y1="193" y2="505"/>
+        </region>
+    </table>
+    <table id="4">
+        <region id="1" page="2">
+            <instruction instr-id="69"/>
+            <instruction instr-id="73"/>
+            <instruction instr-id="77"/>
+            <instruction instr-id="94" subinstr-id="4"/>
+            <instruction instr-id="94" subinstr-id="6"/>
+            <instruction instr-id="97" subinstr-id="4"/>
+            <instruction instr-id="97" subinstr-id="6"/>
+            <instruction instr-id="100" subinstr-id="4"/>
+            <instruction instr-id="100" subinstr-id="6"/>
+            <instruction instr-id="103" subinstr-id="4"/>
+            <instruction instr-id="103" subinstr-id="6"/>
+            <instruction instr-id="106" subinstr-id="4"/>
+            <instruction instr-id="106" subinstr-id="6"/>
+            <instruction instr-id="109" subinstr-id="4"/>
+            <instruction instr-id="109" subinstr-id="6"/>
+            <instruction instr-id="112" subinstr-id="4"/>
+            <instruction instr-id="112" subinstr-id="6"/>
+            <instruction instr-id="115" subinstr-id="4"/>
+            <instruction instr-id="115" subinstr-id="6"/>
+            <instruction instr-id="118" subinstr-id="4"/>
+            <instruction instr-id="118" subinstr-id="6"/>
+            <instruction instr-id="121" subinstr-id="4"/>
+            <instruction instr-id="121" subinstr-id="6"/>
+            <instruction instr-id="124" subinstr-id="4"/>
+            <instruction instr-id="124" subinstr-id="6"/>
+            <instruction instr-id="127" subinstr-id="4"/>
+            <instruction instr-id="127" subinstr-id="6"/>
+            <instruction instr-id="130" subinstr-id="4"/>
+            <instruction instr-id="130" subinstr-id="6"/>
+            <instruction instr-id="133" subinstr-id="4"/>
+            <instruction instr-id="133" subinstr-id="6"/>
+            <instruction instr-id="136" subinstr-id="4"/>
+            <instruction instr-id="136" subinstr-id="6"/>
+            <instruction instr-id="140" subinstr-id="4"/>
+            <instruction instr-id="140" subinstr-id="6"/>
+            <instruction instr-id="144" subinstr-id="4"/>
+            <instruction instr-id="144" subinstr-id="6"/>
+            <instruction instr-id="147" subinstr-id="4"/>
+            <instruction instr-id="147" subinstr-id="6"/>
+            <instruction instr-id="150" subinstr-id="4"/>
+            <instruction instr-id="150" subinstr-id="6"/>
+            <instruction instr-id="153" subinstr-id="4"/>
+            <instruction instr-id="153" subinstr-id="6"/>
+            <instruction instr-id="156" subinstr-id="4"/>
+            <instruction instr-id="156" subinstr-id="6"/>
+            <instruction instr-id="159" subinstr-id="4"/>
+            <instruction instr-id="159" subinstr-id="6"/>
+            <instruction instr-id="162" subinstr-id="4"/>
+            <instruction instr-id="162" subinstr-id="6"/>
+            <instruction instr-id="165" subinstr-id="4"/>
+            <instruction instr-id="165" subinstr-id="6"/>
+            <instruction instr-id="168" subinstr-id="4"/>
+            <instruction instr-id="168" subinstr-id="6"/>
+            <instruction instr-id="171" subinstr-id="4"/>
+            <instruction instr-id="171" subinstr-id="6"/>
+            <instruction instr-id="174" subinstr-id="4"/>
+            <instruction instr-id="174" subinstr-id="6"/>
+            <instruction instr-id="183"/>
+            <instruction instr-id="183" subinstr-id="2"/>
+            <instruction instr-id="192"/>
+            <instruction instr-id="192" subinstr-id="2"/>
+            <instruction instr-id="197" subinstr-id="4"/>
+            <instruction instr-id="197" subinstr-id="6"/>
+            <instruction instr-id="206"/>
+            <instruction instr-id="206" subinstr-id="2"/>
+            <instruction instr-id="211"/>
+            <instruction instr-id="211" subinstr-id="2"/>
+            <bounding-box x1="184" x2="297" y1="183" y2="515"/>
+        </region>
+    </table>
+    <table id="5">
+        <region id="1" page="2">
+            <instruction instr-id="81"/>
+            <instruction instr-id="85"/>
+            <instruction instr-id="89"/>
+            <instruction instr-id="94" subinstr-id="8"/>
+            <instruction instr-id="94" subinstr-id="10"/>
+            <instruction instr-id="97" subinstr-id="8"/>
+            <instruction instr-id="97" subinstr-id="10"/>
+            <instruction instr-id="100" subinstr-id="8"/>
+            <instruction instr-id="100" subinstr-id="10"/>
+            <instruction instr-id="103" subinstr-id="8"/>
+            <instruction instr-id="103" subinstr-id="10"/>
+            <instruction instr-id="106" subinstr-id="8"/>
+            <instruction instr-id="106" subinstr-id="10"/>
+            <instruction instr-id="109" subinstr-id="8"/>
+            <instruction instr-id="109" subinstr-id="10"/>
+            <instruction instr-id="112" subinstr-id="8"/>
+            <instruction instr-id="112" subinstr-id="10"/>
+            <instruction instr-id="115" subinstr-id="8"/>
+            <instruction instr-id="115" subinstr-id="10"/>
+            <instruction instr-id="118" subinstr-id="8"/>
+            <instruction instr-id="118" subinstr-id="10"/>
+            <instruction instr-id="121" subinstr-id="8"/>
+            <instruction instr-id="121" subinstr-id="10"/>
+            <instruction instr-id="124" subinstr-id="8"/>
+            <instruction instr-id="124" subinstr-id="10"/>
+            <instruction instr-id="127" subinstr-id="8"/>
+            <instruction instr-id="127" subinstr-id="10"/>
+            <instruction instr-id="130" subinstr-id="8"/>
+            <instruction instr-id="130" subinstr-id="10"/>
+            <instruction instr-id="133" subinstr-id="8"/>
+            <instruction instr-id="133" subinstr-id="10"/>
+            <instruction instr-id="136" subinstr-id="8"/>
+            <instruction instr-id="136" subinstr-id="10"/>
+            <instruction instr-id="140" subinstr-id="8"/>
+            <instruction instr-id="140" subinstr-id="10"/>
+            <instruction instr-id="144" subinstr-id="8"/>
+            <instruction instr-id="144" subinstr-id="10"/>
+            <instruction instr-id="147" subinstr-id="8"/>
+            <instruction instr-id="147" subinstr-id="10"/>
+            <instruction instr-id="150" subinstr-id="8"/>
+            <instruction instr-id="150" subinstr-id="10"/>
+            <instruction instr-id="153" subinstr-id="8"/>
+            <instruction instr-id="153" subinstr-id="10"/>
+            <instruction instr-id="156" subinstr-id="8"/>
+            <instruction instr-id="156" subinstr-id="10"/>
+            <instruction instr-id="159" subinstr-id="8"/>
+            <instruction instr-id="159" subinstr-id="10"/>
+            <instruction instr-id="162" subinstr-id="8"/>
+            <instruction instr-id="162" subinstr-id="10"/>
+            <instruction instr-id="165" subinstr-id="8"/>
+            <instruction instr-id="165" subinstr-id="10"/>
+            <instruction instr-id="168" subinstr-id="8"/>
+            <instruction instr-id="168" subinstr-id="10"/>
+            <instruction instr-id="171" subinstr-id="8"/>
+            <instruction instr-id="171" subinstr-id="10"/>
+            <instruction instr-id="174" subinstr-id="8"/>
+            <instruction instr-id="174" subinstr-id="10"/>
+            <instruction instr-id="183" subinstr-id="4"/>
+            <instruction instr-id="183" subinstr-id="6"/>
+            <instruction instr-id="192" subinstr-id="4"/>
+            <instruction instr-id="192" subinstr-id="6"/>
+            <instruction instr-id="197" subinstr-id="8"/>
+            <instruction instr-id="197" subinstr-id="10"/>
+            <instruction instr-id="206" subinstr-id="4"/>
+            <instruction instr-id="206" subinstr-id="6"/>
+            <instruction instr-id="211" subinstr-id="4"/>
+            <instruction instr-id="211" subinstr-id="6"/>
+            <bounding-box x1="316" x2="428" y1="183" y2="515"/>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-str.xml
new file mode 100644
index 00000000..0634ca2d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015-str.xml
@@ -0,0 +1,1213 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-015-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='1'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="60" x2="82" y1="742" y2="752"/>
+                <content>Topic</content>
+                <instruction instr-id="51" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="310" x2="349" y1="742" y2="752"/>
+                <content>Enquiries</content>
+                <instruction instr-id="51" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="60" x2="120" y1="723" y2="734"/>
+                <content>EU Institutions</content>
+                <instruction instr-id="56" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="333" x2="356" y1="724" y2="735"/>
+                <content>3.597</content>
+                <instruction instr-id="60" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="60" x2="187" y1="705" y2="715"/>
+                <content>EU general and Member States</content>
+                <instruction instr-id="64" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="333" x2="356" y1="706" y2="716"/>
+                <content>1.847</content>
+                <instruction instr-id="68" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="60" x2="268" y1="686" y2="697"/>
+                <content>Employment, social affairs and equal opportunities</content>
+                <instruction instr-id="72" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="333" x2="356" y1="688" y2="698"/>
+                <content>1.783</content>
+                <instruction instr-id="76" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="60" x2="145" y1="668" y2="678"/>
+                <content>Air passengers rights</content>
+                <instruction instr-id="80" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="333" x2="356" y1="669" y2="679"/>
+                <content>1.726</content>
+                <instruction instr-id="84" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="60" x2="179" y1="649" y2="660"/>
+                <content>Justice Freedom and Security</content>
+                <instruction instr-id="88" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="333" x2="356" y1="651" y2="661"/>
+                <content>1.451</content>
+                <instruction instr-id="92" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="60" x2="219" y1="631" y2="641"/>
+                <content>Consumer / Food safety / Public health</content>
+                <instruction instr-id="96" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="333" x2="356" y1="632" y2="642"/>
+                <content>1.241</content>
+                <instruction instr-id="100" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="60" x2="156" y1="613" y2="623"/>
+                <content>Enterprise and industry</content>
+                <instruction instr-id="104" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="333" x2="356" y1="614" y2="624"/>
+                <content>1.215</content>
+                <instruction instr-id="108" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="60" x2="206" y1="594" y2="604"/>
+                <content>External relations and development</content>
+                <instruction instr-id="112" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="340" x2="356" y1="595" y2="605"/>
+                <content>732</content>
+                <instruction instr-id="116" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="60" x2="175" y1="576" y2="586"/>
+                <content>Education / Training / Youth</content>
+                <instruction instr-id="120" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="340" x2="356" y1="577" y2="587"/>
+                <content>714</content>
+                <instruction instr-id="124" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="60" x2="149" y1="557" y2="567"/>
+                <content>Customs and taxation</content>
+                <instruction instr-id="128" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="340" x2="356" y1="558" y2="568"/>
+                <content>556</content>
+                <instruction instr-id="132" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="60" x2="81" y1="539" y2="549"/>
+                <content>Total</content>
+                <instruction instr-id="137" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="324" x2="352" y1="539" y2="549"/>
+                <content>14.862</content>
+                <instruction instr-id="137" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" row-increment="0" page='1'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="60" x2="82" y1="511" y2="521"/>
+                <content>Topic</content>
+                <instruction instr-id="147" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="310" x2="349" y1="511" y2="521"/>
+                <content>Enquiries</content>
+                <instruction instr-id="147" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="60" x2="303" y1="430" y2="506"/>
+                <content>Other specific policies including Competition, External
+trade, Enlargement, Agriculture and rural development,
+Regional policy, Information Society and media, Culture,
+Economic and monetary affairs, Research and innovation,
+Fisheries and maritime affairs, Internal Market and services
+and Environment</content>
+                <instruction instr-id="152" subinstr-id="-1"/>
+                <instruction instr-id="156" subinstr-id="-1"/>
+                <instruction instr-id="159" subinstr-id="-1"/>
+                <instruction instr-id="162" subinstr-id="-1"/>
+                <instruction instr-id="165" subinstr-id="-1"/>
+                <instruction instr-id="168" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="333" x2="356" y1="463" y2="474"/>
+                <content>4.330</content>
+                <instruction instr-id="172" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="60" x2="72" y1="411" y2="421"/>
+                <content>EIT</content>
+                <instruction instr-id="176" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="340" x2="356" y1="413" y2="424"/>
+                <content>119</content>
+                <instruction instr-id="180" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="60" x2="162" y1="392" y2="402"/>
+                <content>Research enquiry service</content>
+                <instruction instr-id="184" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="333" x2="356" y1="395" y2="405"/>
+                <content>2.003</content>
+                <instruction instr-id="188" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="60" x2="127" y1="374" y2="384"/>
+                <content>Export Helpdesk</content>
+                <instruction instr-id="192" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="340" x2="356" y1="376" y2="386"/>
+                <content>169</content>
+                <instruction instr-id="196" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="60" x2="307" y1="321" y2="371"/>
+                <content>Practicalities (Including complaints, OPOCE, mission, history,
+issues not related to the EU, bilateral agreements, national
+authorities, request for contact details and request for
+clarification)</content>
+                <instruction instr-id="200" subinstr-id="-1"/>
+                <instruction instr-id="204" subinstr-id="-1"/>
+                <instruction instr-id="207" subinstr-id="-1"/>
+                <instruction instr-id="210" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="333" x2="356" y1="340" y2="351"/>
+                <content>2.417</content>
+                <instruction instr-id="214" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="60" x2="109" y1="308" y2="318"/>
+                <content>Grand Total</content>
+                <instruction instr-id="219" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="324" x2="352" y1="308" y2="318"/>
+                <content>23.900</content>
+                <instruction instr-id="219" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="58" x2="123" y1="745" y2="752"/>
+                <content>Airpassengersrights</content>
+                <instruction instr-id="65" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="137" x2="166" y1="745" y2="752"/>
+                <content>Enquiries</content>
+                <instruction instr-id="65" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="58" x2="74" y1="735" y2="742"/>
+                <content>Spain</content>
+                <instruction instr-id="94" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="158" x2="170" y1="735" y2="742"/>
+                <content>268</content>
+                <instruction instr-id="94" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="58" x2="86" y1="725" y2="733"/>
+                <content>Germany</content>
+                <instruction instr-id="97" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="158" x2="170" y1="725" y2="733"/>
+                <content>233</content>
+                <instruction instr-id="97" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="58" x2="107" y1="715" y2="723"/>
+                <content>UnitedKingdom</content>
+                <instruction instr-id="100" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="158" x2="170" y1="715" y2="723"/>
+                <content>139</content>
+                <instruction instr-id="100" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="58" x2="78" y1="705" y2="713"/>
+                <content>France</content>
+                <instruction instr-id="103" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="158" x2="170" y1="705" y2="713"/>
+                <content>136</content>
+                <instruction instr-id="103" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="58" x2="71" y1="696" y2="703"/>
+                <content>Italy</content>
+                <instruction instr-id="106" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="162" x2="170" y1="696" y2="703"/>
+                <content>92</content>
+                <instruction instr-id="106" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="58" x2="95" y1="686" y2="693"/>
+                <content>Netherlands</content>
+                <instruction instr-id="109" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="162" x2="170" y1="686" y2="693"/>
+                <content>79</content>
+                <instruction instr-id="109" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="58" x2="82" y1="676" y2="683"/>
+                <content>Belgium</content>
+                <instruction instr-id="112" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="162" x2="170" y1="676" y2="683"/>
+                <content>66</content>
+                <instruction instr-id="112" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="58" x2="84" y1="666" y2="674"/>
+                <content>Portugal</content>
+                <instruction instr-id="115" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="162" x2="170" y1="666" y2="674"/>
+                <content>44</content>
+                <instruction instr-id="115" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="58" x2="79" y1="656" y2="664"/>
+                <content>Austria</content>
+                <instruction instr-id="118" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="162" x2="170" y1="656" y2="664"/>
+                <content>28</content>
+                <instruction instr-id="118" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="58" x2="80" y1="646" y2="654"/>
+                <content>Finland</content>
+                <instruction instr-id="121" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="162" x2="170" y1="646" y2="654"/>
+                <content>25</content>
+                <instruction instr-id="121" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="58" x2="79" y1="637" y2="644"/>
+                <content>Greece</content>
+                <instruction instr-id="124" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="162" x2="170" y1="637" y2="644"/>
+                <content>22</content>
+                <instruction instr-id="124" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="58" x2="79" y1="627" y2="634"/>
+                <content>Ireland</content>
+                <instruction instr-id="127" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="162" x2="170" y1="627" y2="634"/>
+                <content>14</content>
+                <instruction instr-id="127" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="58" x2="86" y1="617" y2="624"/>
+                <content>Denmark</content>
+                <instruction instr-id="130" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="162" x2="170" y1="617" y2="624"/>
+                <content>12</content>
+                <instruction instr-id="130" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="58" x2="82" y1="607" y2="615"/>
+                <content>Sweden</content>
+                <instruction instr-id="133" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="162" x2="170" y1="607" y2="615"/>
+                <content>11</content>
+                <instruction instr-id="133" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="58" x2="96" y1="597" y2="605"/>
+                <content>Luxembourg</content>
+                <instruction instr-id="136" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="166" x2="170" y1="597" y2="605"/>
+                <content>9</content>
+                <instruction instr-id="136" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="58" x2="94" y1="587" y2="595"/>
+                <content>TotalEU-15</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="152" x2="170" y1="587" y2="595"/>
+                <content>1.178</content>
+                <instruction instr-id="140" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="58" x2="83" y1="577" y2="585"/>
+                <content>Hungary</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="162" x2="170" y1="577" y2="585"/>
+                <content>17</content>
+                <instruction instr-id="144" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="58" x2="85" y1="568" y2="575"/>
+                <content>Romania</content>
+                <instruction instr-id="147" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="162" x2="170" y1="568" y2="575"/>
+                <content>16</content>
+                <instruction instr-id="147" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="58" x2="79" y1="558" y2="565"/>
+                <content>Cyprus</content>
+                <instruction instr-id="150" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="162" x2="170" y1="558" y2="565"/>
+                <content>12</content>
+                <instruction instr-id="150" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="58" x2="83" y1="548" y2="556"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="153" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="166" x2="170" y1="548" y2="556"/>
+                <content>9</content>
+                <instruction instr-id="153" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="58" x2="104" y1="538" y2="546"/>
+                <content>CzechRepublic</content>
+                <instruction instr-id="156" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="166" x2="170" y1="538" y2="546"/>
+                <content>7</content>
+                <instruction instr-id="156" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="58" x2="80" y1="528" y2="536"/>
+                <content>Estonia</content>
+                <instruction instr-id="159" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="166" x2="170" y1="528" y2="536"/>
+                <content>7</content>
+                <instruction instr-id="159" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="58" x2="79" y1="518" y2="526"/>
+                <content>Poland</content>
+                <instruction instr-id="162" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="166" x2="170" y1="518" y2="526"/>
+                <content>7</content>
+                <instruction instr-id="162" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="58" x2="76" y1="509" y2="516"/>
+                <content>Malta</content>
+                <instruction instr-id="165" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="166" x2="170" y1="509" y2="516"/>
+                <content>5</content>
+                <instruction instr-id="165" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="58" x2="76" y1="499" y2="506"/>
+                <content>Latvia</content>
+                <instruction instr-id="168" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="166" x2="170" y1="499" y2="506"/>
+                <content>3</content>
+                <instruction instr-id="168" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="58" x2="83" y1="489" y2="496"/>
+                <content>Slovakia</content>
+                <instruction instr-id="171" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="166" x2="170" y1="489" y2="496"/>
+                <content>3</content>
+                <instruction instr-id="171" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="58" x2="83" y1="479" y2="487"/>
+                <content>Slovenia</content>
+                <instruction instr-id="174" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="166" x2="170" y1="479" y2="487"/>
+                <content>2</content>
+                <instruction instr-id="174" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="58" x2="94" y1="469" y2="477"/>
+                <content>TotalEU-12</content>
+                <instruction instr-id="178" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="162" x2="170" y1="469" y2="477"/>
+                <content>88</content>
+                <instruction instr-id="178" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="58" x2="80" y1="459" y2="467"/>
+                <content>non-EU</content>
+                <instruction instr-id="187" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="162" x2="170" y1="459" y2="467"/>
+                <content>97</content>
+                <instruction instr-id="187" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="58" x2="94" y1="450" y2="457"/>
+                <content>Unspecified</content>
+                <instruction instr-id="197" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="158" x2="170" y1="450" y2="457"/>
+                <content>363</content>
+                <instruction instr-id="197" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="58" x2="95" y1="440" y2="447"/>
+                <content>GrandTotal</content>
+                <instruction instr-id="201" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="152" x2="170" y1="440" y2="447"/>
+                <content>1.726</content>
+                <instruction instr-id="201" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="184" x2="242" y1="745" y2="762"/>
+                <content>Freemovementof
+persons/workers</content>
+                <instruction instr-id="69" subinstr-id="-1"/>
+                <instruction instr-id="73" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="264" x2="293" y1="745" y2="752"/>
+                <content>Enquiries</content>
+                <instruction instr-id="77" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="184" x2="201" y1="735" y2="742"/>
+                <content>Spain</content>
+                <instruction instr-id="94" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="285" x2="297" y1="735" y2="742"/>
+                <content>153</content>
+                <instruction instr-id="94" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="184" x2="213" y1="725" y2="733"/>
+                <content>Germany</content>
+                <instruction instr-id="97" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="285" x2="297" y1="725" y2="733"/>
+                <content>119</content>
+                <instruction instr-id="97" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="184" x2="234" y1="715" y2="723"/>
+                <content>UnitedKingdom</content>
+                <instruction instr-id="100" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="285" x2="297" y1="715" y2="723"/>
+                <content>114</content>
+                <instruction instr-id="100" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="184" x2="205" y1="705" y2="713"/>
+                <content>France</content>
+                <instruction instr-id="103" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="289" x2="297" y1="705" y2="713"/>
+                <content>99</content>
+                <instruction instr-id="103" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="184" x2="198" y1="696" y2="703"/>
+                <content>Italy</content>
+                <instruction instr-id="106" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="289" x2="297" y1="696" y2="703"/>
+                <content>82</content>
+                <instruction instr-id="106" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="184" x2="209" y1="686" y2="693"/>
+                <content>Belgium</content>
+                <instruction instr-id="109" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="289" x2="297" y1="686" y2="693"/>
+                <content>49</content>
+                <instruction instr-id="109" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="184" x2="222" y1="676" y2="683"/>
+                <content>Netherlands</content>
+                <instruction instr-id="112" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="289" x2="297" y1="676" y2="683"/>
+                <content>45</content>
+                <instruction instr-id="112" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="184" x2="206" y1="666" y2="674"/>
+                <content>Greece</content>
+                <instruction instr-id="115" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="289" x2="297" y1="666" y2="674"/>
+                <content>40</content>
+                <instruction instr-id="115" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="184" x2="210" y1="656" y2="664"/>
+                <content>Portugal</content>
+                <instruction instr-id="118" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="289" x2="297" y1="656" y2="664"/>
+                <content>26</content>
+                <instruction instr-id="118" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="184" x2="206" y1="646" y2="654"/>
+                <content>Ireland</content>
+                <instruction instr-id="121" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="289" x2="297" y1="646" y2="654"/>
+                <content>23</content>
+                <instruction instr-id="121" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="184" x2="206" y1="637" y2="644"/>
+                <content>Austria</content>
+                <instruction instr-id="124" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="289" x2="297" y1="637" y2="644"/>
+                <content>22</content>
+                <instruction instr-id="124" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="184" x2="209" y1="627" y2="634"/>
+                <content>Sweden</content>
+                <instruction instr-id="127" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="289" x2="297" y1="627" y2="634"/>
+                <content>20</content>
+                <instruction instr-id="127" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="184" x2="207" y1="617" y2="624"/>
+                <content>Finland</content>
+                <instruction instr-id="130" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="289" x2="297" y1="617" y2="624"/>
+                <content>10</content>
+                <instruction instr-id="130" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="184" x2="213" y1="607" y2="615"/>
+                <content>Denmark</content>
+                <instruction instr-id="133" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="293" x2="297" y1="607" y2="615"/>
+                <content>9</content>
+                <instruction instr-id="133" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="184" x2="223" y1="597" y2="605"/>
+                <content>Luxembourg</content>
+                <instruction instr-id="136" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="293" x2="297" y1="597" y2="605"/>
+                <content>2</content>
+                <instruction instr-id="136" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="184" x2="221" y1="587" y2="595"/>
+                <content>TotalEU-15</content>
+                <instruction instr-id="140" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="285" x2="297" y1="587" y2="595"/>
+                <content>813</content>
+                <instruction instr-id="140" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="184" x2="209" y1="577" y2="585"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="144" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="289" x2="297" y1="577" y2="585"/>
+                <content>32</content>
+                <instruction instr-id="144" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="184" x2="211" y1="568" y2="575"/>
+                <content>Romania</content>
+                <instruction instr-id="147" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="289" x2="297" y1="568" y2="575"/>
+                <content>30</content>
+                <instruction instr-id="147" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="184" x2="205" y1="558" y2="565"/>
+                <content>Cyprus</content>
+                <instruction instr-id="150" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="289" x2="297" y1="558" y2="565"/>
+                <content>22</content>
+                <instruction instr-id="150" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="184" x2="206" y1="548" y2="556"/>
+                <content>Poland</content>
+                <instruction instr-id="153" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="289" x2="297" y1="548" y2="556"/>
+                <content>20</content>
+                <instruction instr-id="153" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="184" x2="230" y1="538" y2="546"/>
+                <content>CzechRepublic</content>
+                <instruction instr-id="156" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="289" x2="297" y1="538" y2="546"/>
+                <content>12</content>
+                <instruction instr-id="156" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="184" x2="210" y1="528" y2="536"/>
+                <content>Hungary</content>
+                <instruction instr-id="159" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="289" x2="297" y1="528" y2="536"/>
+                <content>11</content>
+                <instruction instr-id="159" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="184" x2="203" y1="518" y2="526"/>
+                <content>Latvia</content>
+                <instruction instr-id="162" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="289" x2="297" y1="518" y2="526"/>
+                <content>11</content>
+                <instruction instr-id="162" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="184" x2="209" y1="509" y2="516"/>
+                <content>Slovakia</content>
+                <instruction instr-id="165" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="293" x2="297" y1="509" y2="516"/>
+                <content>8</content>
+                <instruction instr-id="165" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="184" x2="213" y1="499" y2="506"/>
+                <content>Lithuania</content>
+                <instruction instr-id="168" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="293" x2="297" y1="499" y2="506"/>
+                <content>7</content>
+                <instruction instr-id="168" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="184" x2="207" y1="489" y2="496"/>
+                <content>Estonia</content>
+                <instruction instr-id="171" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="293" x2="297" y1="489" y2="496"/>
+                <content>4</content>
+                <instruction instr-id="171" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="184" x2="210" y1="479" y2="487"/>
+                <content>Slovenia</content>
+                <instruction instr-id="174" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="293" x2="297" y1="479" y2="487"/>
+                <content>2</content>
+                <instruction instr-id="174" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="184" x2="202" y1="469" y2="477"/>
+                <content>Malta</content>
+                <instruction instr-id="183" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="293" x2="297" y1="469" y2="477"/>
+                <content>1</content>
+                <instruction instr-id="183" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="184" x2="221" y1="459" y2="467"/>
+                <content>TotalEU-12</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="285" x2="297" y1="459" y2="467"/>
+                <content>159</content>
+                <instruction instr-id="192" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="184" x2="207" y1="450" y2="457"/>
+                <content>non-EU</content>
+                <instruction instr-id="197" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="285" x2="297" y1="450" y2="457"/>
+                <content>102</content>
+                <instruction instr-id="197" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="184" x2="221" y1="440" y2="447"/>
+                <content>Unspecified</content>
+                <instruction instr-id="206" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="285" x2="297" y1="440" y2="447"/>
+                <content>182</content>
+                <instruction instr-id="206" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="32">
+                <bounding-box x1="184" x2="222" y1="430" y2="437"/>
+                <content>GrandTotal</content>
+                <instruction instr-id="211" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="279" x2="297" y1="430" y2="437"/>
+                <content>1.256</content>
+                <instruction instr-id="211" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="5">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="316" x2="382" y1="745" y2="762"/>
+                <content>Treatyreform/IGC/
+LisbonTreaty</content>
+                <instruction instr-id="81" subinstr-id="-1"/>
+                <instruction instr-id="85" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="395" x2="424" y1="745" y2="752"/>
+                <content>Enquiries</content>
+                <instruction instr-id="89" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="316" x2="344" y1="735" y2="742"/>
+                <content>Germany</content>
+                <instruction instr-id="94" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="420" x2="428" y1="735" y2="742"/>
+                <content>91</content>
+                <instruction instr-id="94" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="316" x2="332" y1="725" y2="733"/>
+                <content>Spain</content>
+                <instruction instr-id="97" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="420" x2="428" y1="725" y2="733"/>
+                <content>85</content>
+                <instruction instr-id="97" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="316" x2="365" y1="715" y2="723"/>
+                <content>UnitedKingdom</content>
+                <instruction instr-id="100" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="420" x2="428" y1="715" y2="723"/>
+                <content>74</content>
+                <instruction instr-id="100" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="316" x2="340" y1="705" y2="713"/>
+                <content>Belgium</content>
+                <instruction instr-id="103" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="420" x2="428" y1="705" y2="713"/>
+                <content>56</content>
+                <instruction instr-id="103" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="316" x2="336" y1="696" y2="703"/>
+                <content>France</content>
+                <instruction instr-id="106" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="420" x2="428" y1="696" y2="703"/>
+                <content>46</content>
+                <instruction instr-id="106" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="316" x2="329" y1="686" y2="693"/>
+                <content>Italy</content>
+                <instruction instr-id="109" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="420" x2="428" y1="686" y2="693"/>
+                <content>37</content>
+                <instruction instr-id="109" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="316" x2="353" y1="676" y2="683"/>
+                <content>Netherlands</content>
+                <instruction instr-id="112" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="420" x2="428" y1="676" y2="683"/>
+                <content>37</content>
+                <instruction instr-id="112" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="316" x2="337" y1="666" y2="674"/>
+                <content>Ireland</content>
+                <instruction instr-id="115" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="420" x2="428" y1="666" y2="674"/>
+                <content>29</content>
+                <instruction instr-id="115" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="316" x2="337" y1="656" y2="664"/>
+                <content>Austria</content>
+                <instruction instr-id="118" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="420" x2="428" y1="656" y2="664"/>
+                <content>17</content>
+                <instruction instr-id="118" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="316" x2="340" y1="646" y2="654"/>
+                <content>Sweden</content>
+                <instruction instr-id="121" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="420" x2="428" y1="646" y2="654"/>
+                <content>16</content>
+                <instruction instr-id="121" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="316" x2="342" y1="637" y2="644"/>
+                <content>Portugal</content>
+                <instruction instr-id="124" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="420" x2="428" y1="637" y2="644"/>
+                <content>11</content>
+                <instruction instr-id="124" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="316" x2="338" y1="627" y2="634"/>
+                <content>Finland</content>
+                <instruction instr-id="127" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="424" x2="428" y1="627" y2="634"/>
+                <content>9</content>
+                <instruction instr-id="127" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="316" x2="344" y1="617" y2="624"/>
+                <content>Denmark</content>
+                <instruction instr-id="130" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="424" x2="428" y1="617" y2="624"/>
+                <content>5</content>
+                <instruction instr-id="130" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="316" x2="337" y1="607" y2="615"/>
+                <content>Greece</content>
+                <instruction instr-id="133" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="424" x2="428" y1="607" y2="615"/>
+                <content>5</content>
+                <instruction instr-id="133" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="316" x2="354" y1="597" y2="605"/>
+                <content>Luxembourg</content>
+                <instruction instr-id="136" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="424" x2="428" y1="597" y2="605"/>
+                <content>4</content>
+                <instruction instr-id="136" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="316" x2="352" y1="587" y2="595"/>
+                <content>TotalEU-15</content>
+                <instruction instr-id="140" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="416" x2="428" y1="587" y2="595"/>
+                <content>522</content>
+                <instruction instr-id="140" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="316" x2="337" y1="577" y2="585"/>
+                <content>Poland</content>
+                <instruction instr-id="144" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="420" x2="428" y1="577" y2="585"/>
+                <content>29</content>
+                <instruction instr-id="144" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="316" x2="362" y1="568" y2="575"/>
+                <content>CzechRepublic</content>
+                <instruction instr-id="147" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="420" x2="428" y1="568" y2="575"/>
+                <content>13</content>
+                <instruction instr-id="147" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="316" x2="343" y1="558" y2="565"/>
+                <content>Romania</content>
+                <instruction instr-id="150" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="420" x2="428" y1="558" y2="565"/>
+                <content>12</content>
+                <instruction instr-id="150" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="316" x2="337" y1="548" y2="556"/>
+                <content>Cyprus</content>
+                <instruction instr-id="153" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="424" x2="428" y1="548" y2="556"/>
+                <content>9</content>
+                <instruction instr-id="153" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="316" x2="341" y1="538" y2="546"/>
+                <content>Hungary</content>
+                <instruction instr-id="156" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="424" x2="428" y1="538" y2="546"/>
+                <content>9</content>
+                <instruction instr-id="156" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="316" x2="341" y1="528" y2="536"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="159" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="424" x2="428" y1="528" y2="536"/>
+                <content>6</content>
+                <instruction instr-id="159" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="316" x2="344" y1="518" y2="526"/>
+                <content>Lithuania</content>
+                <instruction instr-id="162" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="424" x2="428" y1="518" y2="526"/>
+                <content>6</content>
+                <instruction instr-id="162" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="316" x2="334" y1="509" y2="516"/>
+                <content>Latvia</content>
+                <instruction instr-id="165" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="424" x2="428" y1="509" y2="516"/>
+                <content>4</content>
+                <instruction instr-id="165" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="316" x2="338" y1="499" y2="506"/>
+                <content>Estonia</content>
+                <instruction instr-id="168" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="424" x2="428" y1="499" y2="506"/>
+                <content>3</content>
+                <instruction instr-id="168" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="316" x2="341" y1="489" y2="496"/>
+                <content>Slovakia</content>
+                <instruction instr-id="171" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="424" x2="428" y1="489" y2="496"/>
+                <content>3</content>
+                <instruction instr-id="171" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="316" x2="341" y1="479" y2="487"/>
+                <content>Slovenia</content>
+                <instruction instr-id="174" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="424" x2="428" y1="479" y2="487"/>
+                <content>2</content>
+                <instruction instr-id="174" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="316" x2="334" y1="469" y2="477"/>
+                <content>Malta</content>
+                <instruction instr-id="183" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="424" x2="428" y1="469" y2="477"/>
+                <content>1</content>
+                <instruction instr-id="183" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="316" x2="352" y1="459" y2="467"/>
+                <content>TotalEU-12</content>
+                <instruction instr-id="192" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="420" x2="428" y1="459" y2="467"/>
+                <content>97</content>
+                <instruction instr-id="192" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="316" x2="338" y1="450" y2="457"/>
+                <content>non-EU</content>
+                <instruction instr-id="197" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="420" x2="428" y1="450" y2="457"/>
+                <content>40</content>
+                <instruction instr-id="197" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="316" x2="352" y1="440" y2="447"/>
+                <content>Unspecified</content>
+                <instruction instr-id="206" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="416" x2="428" y1="440" y2="447"/>
+                <content>196</content>
+                <instruction instr-id="206" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="32">
+                <bounding-box x1="316" x2="353" y1="430" y2="437"/>
+                <content>GrandTotal</content>
+                <instruction instr-id="211" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="416" x2="428" y1="430" y2="437"/>
+                <content>855</content>
+                <instruction instr-id="211" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..53469d001c0c10f19777d1294d9e9312c84a2775
GIT binary patch
literal 75561
zcmbrl1CVIJk}cY{PusR_+qP}nwr$%uZQHhW+P1s@xp&^o-1#vx@qYY@*ofk)T$z<s
zk$aQK3yab)&@w}j930LrLb2e}<J%cp;zMzBL(vI}G2+t+o0uB7SUW?}$;soJ8dy7-
zK+%aS|4X)#z`tj!2r2&8`ZD+oP;_?o|6Z=_VQ+#@C*tlbrsQnk{I?$^8GL$LdPXQ-
zUMLe=<9`mz_OIiMT39=qIO5ZZTK}ysY+__*{I`*`iLIHlIX)xnKifGuJDM2SK#50O
z4v4r8$OC}RUHU<~&?%Q600I#cw}HB4;<;fgj?!|T@}w1(5ANG1Cd)FA<QQmj@{yvY
z6Qre+sA)LHa5yFrwR*h4S-j<@;??8x87jo0q^L_o5EXGVOfaP?`1D7<N2;(mRFkM*
z#Vqe6Eb_8nHI@1i)cHMlB7yRdoSt<g^oJ(cpmSJbdRSvPPZn>Q0&<x)7^T)*F|IXD
zthG}5R7C<u4Hrxon6C<FjV93StyLTjSx9G-%I2WXY_ZO4&um>C3|#FmTpUhdRd*58
z@*uK(L$rRoU&z^?$i)R=TnD}Js(*q=QD`UF$2hhLkZcrUUM+>czodOa(F6PmqG5yj
zhZO%!Ao%|wP}ct=P%SzMTVoS<6XSnS=W1bOq9`Va&&a}p{||{P>ikE2_J1Wn$j;i%
zQOVxG$OQi%{V4vW%*D|8pEOF?7?}NK<A0}!1&U71!uT&+fA!$s*jJY`v@|jLt4)Fy
z&Q9_sjzV@e_I9==w$AwMfAz}5!pz(mpMizpzj7PgAEG!Yj{rKCaZoEFWFN?d410Zz
zu(h32XO^XQyghC^!4c4xhmHh&@Y_8RApt!>I8gvfoWw%+tQIDD+!(S^AeJf(8tkF#
zJ_Se~A~M+!evn=geUVwJxv}1{1V}lMvV^l*w28VZwaRI^2&^>0N^rUswRU+qbfX=v
z_Lnoowlq2N`Q53?J3k+~JQ$DlCT=235~3|~bbv!YNJg?uf<-?}`tmWzgRwvhddm<^
z5K8?-O@a#^mT}T1(5AlF9{Wsf98V)1`y5<<!d`mznCy7Q9=5i5S|F9<)uCu7sM{Vc
zx4+mGMdZn;?)TmKO-vUwZ(rFn$tx+}shU3^z{_K-+kZ<h$Nxarf0Fz^b0#dL{Qoj4
z1{PM1f2WN3FCqW;oH4Qg!;1fpHU6yqTm!%f{IzHk0Aqgu006+BO@LqkFc1(BP!KRs
zP%ucazZWzF7#IXJ3=|YJ6ch{s%s&$X3>-WHJRHogU&zS6eqm!_VPWI_M*;)~2Zx1$
zMMpqD$3#Iy!TgVc|J#?JJ^(}r08#*YU_e9wAVff5M8KaRz{0-(!2$n~{=WP(fq()7
zfdK-5LqI}70|Ed60sm|1-wa?7P_Ta%A^-pZ0s{kq0D*x6|Gfb@0RjOdf&hRLATbCi
zfc-KcbO=CZOeg?HX%HmpSDfExLN&Z4b_~2D5n@(KENnD#8ekD7ODbw&MN>9*9$Ywp
zAPs_qLdOVB77;D}t-7c}j(LChFtqgN(ZnSrrKEXy`RK{iH8i!fWn|^}nN3X1%q=Xf
ztaWtt<b_>a-P}Dqy}WH~?evv`LqfyCBO;@seSH1wjgnJR)6z3Cv$A7i<NW>a#DV^z
z1O@#&2M`EgV4J`5K?DZ*2Vzi#zlgyc0umSt8g7yM=l6*OQ4|dw@0f_0g#u9%l}HMW
z8VA6g7FZ61gV2<d{z?ZOgOpVSlg!vzh3&qmX^@;^@$exyx%l^gg)FN2pP>Io%>N7I
zpA7&Q;D5qI1mFXBlBEn`3z(YQym3PKfNi#FyVzuDT#d*$9PJTT-T8XI8gCt}Bumh3
z)Ip7G0H}tqy0a~7ou!G@9vazi=%E?e-uW<6*mV&%MXJC@DZmd!<}!J8f(aZ%qVUxY
zrmgw`!0w!V?I-)>KdAP4!1)}+jj?@aR+@@(3{#AqN^rFCH}t_ou$qnGzlxv4m;m9w
zoh>6;_4RTzU=p@5ApM;;v*DMhpPB~mX)F0<=sxt4u+HMn-B6i0Q^PNYWO37@RpOrj
zj{oHH36`ChY}A<TYw+3Ep2_827!MW?S(~_Kk1)wnFBTKW%-7+ORi&8qIJFCpaJ+b6
z%mqJJR{oYXi^|08MryvtMrFg&*9?+xRT7EXT3DY_;-6-d8MD6#!*GyBEJrK;Kv9?c
zWXHX2g*aR*xN;k1Y!)pbzV=(8l~1jZJt;H!kFQ_~i)kzYo*e6z(wND)Nk`qM;|<>-
zNZuWAdaM@c=hg#R_HSq}sT#tWog2AS;ZPCNcx}k7#4dgU_gv<?T9xuS!=*!pab9>%
z#)~Zo%Uq8`{2@)?NzAgGCp`k_sF$3&kuqYpyA^iQ_r?ZnBGbn?yV17t8aOjSb?I8L
z{kfa38hn#vxAz{nxvqw{AOpka`6f+IRGB9c2||cf2`ejXf!D8saS}YV$EoZLhhN^`
zHuS^EzCb0<5hq#Oj8;-1UGY4{rQ^9)#tgF`2Oy7TELCD>jSYlZ^*i~-L$EPD7VP(k
zVvjsnGPas7P2PIjG#>S)XCKngK;CZC-tFysN}B&U=KyNxhkNL8??B&T^er(rJ7N>h
zz!=TAR5Mp^L&pGGS=xH>!NqCX&yt2E7e0bM7PADC*lUfQqt{L*vOzIb7<A;jx8qK2
zZ<u4m7y}g1o09vJCp0nvMtqpo1QUff+UW`Q<?CW2v8W^}_>gvG3Jg^qRSthck9$`#
z6@q!i#qkw?PL`+X2{{{@-pW6i#0AQCmM++=gK_K$n+XOy64#~I-eItP$x`K80gNHW
z(UtgXz{AK6D7&prY1J;pDxiM1m!2-&PZQfR3|10F3}efZ4QABfv5#+ti)kF`!d7mn
zc*=Ms)+X<*1ak6&qp6Q)q#ALNU$h)0IA9l2s0%oxGe#C;_fUq9Z#J5$l4@X9-y|{4
z(!6aw#eS!Z@5#Jr!=M%)%3s&|dC;+ZGrM7V!%d!)h4-E|Mm&5gLEn|f@|EiWb{A=Q
z_k(<&$aqg`Pz5ehok68KK_={A7;L1N@cyq7k-b0b|E(uup#T5j%Kp0@A_D^p^M5!q
zrvFdQjP+lf+25^Ys+Y8u3-YK-@&M}^GI(J5kl&K9g_m833>6bYW_r3w;kr-=YzqRg
zk~0-Ku@hEZ04h1t-^c#In)107R-9;|z@G%0i0Gl(VFLU>xTwdS9$Tp!p6}}t_|pwV
zN^xn|dl|3y$*-J;x17b@n{R+mme9q^wCxwa6~#41KxzU5{gwlONdu~$@;<;+KpzJJ
zHEjLd`D|_8!8Ia=Ttdc6AzsCHF=zmPsVf%Hi5`4^qjzoquo$|bL3>uaAzgK}^c4t=
zg@LNoS}j0ofaF7r5z~|Vk!#?-QO~P>j4US_Q7~C%Zw}6a9KgBrvu+KJuT@{ulf`H|
z|2HZ}aQ^u%<NZIM5i3?8^iHu(b0G5D<@isgBlDPIu-&e^L;y02eit;^Q{qa*A)gdM
zDpq*E^AjwBp5PNb&z_v0=Ex1xS>=PrD_H_&CR9>sXb0OO&j9;2Ss4JbzdGo+3$Q7u
z6P7o~CI*oxP5D-dCpZYo3ZDo1T7iwL-Q9lj<kh!P($Z0T8Vt8fC-C0MHao&zPSCP^
zOdkR9>$=-8si09(z@Vk#1%*xe1B(RW(1^&y)kj86xD_bye)bAvxX8@KH&pRGj&9pv
z5%|e<Q3F#7FM)|xMvhgRiVA!I+9ZX6lvkQ-hM{qH6xH6|^ivK-h-T3))ATrYEVts*
zv-EsefM(ZJoH+~+3lOS_g?L%%ArtP#(`bLiOd$Gx3NS0Y6+zVujEsA|oPh!od-X_+
ze=y57-T;n!;RMyoKDxHiYsm;GTB_)f2}?i;-4*o@5Wc-p<zR9i%-85(#;<H?2jOIZ
z^8bwM`C)}|d<?_(E#~9!>+a&lcK<kM7McJ|@L|CY-WQjJqI8F@4RuFeSL`5~pDztd
zGzJcl-3;;e$i;ID^VfFS1?|P`0t(X|yEs?P?R?g%J#D2TPl#@E(=3J|0-!Y4K;Tn+
zMO`f%p9Z%M+<m4`lhhq&uRG-LSMhE$amAIx-tH-7RNej(mzlt-ln6)cUC$@J*c>ey
zwtxV*5_9I4k!Fe&tsil(3H1V%hjur7d!J@ev1u{7a-M1$txU%61#u%m?vCG_9h}&;
zDIUnJ{<A-tAbFt``iKxw;<r%1vkLAOwX5)K{;0i!VRqhr)$((@45SPQ;*U%i9}4B9
zdI;L}8uU4OKUhCV?nSTLAgMlumR4}-HZ&P!MH`*DkGp?eDtjP}Rz2Fd*}2RnL(k31
zaJU8(1;jtPy?&f(t{|Db*DS73sid$*Tjo?p&mtL*M72iA_2r{AJ2!de5oTOAt8=-Y
z`nLa7_@_26wCWuB3}an&WVPaYdTtXWrx+6mOrq^NK2o2L1x)@zL$AgN51rHiN`C>!
zh&VqpF3JBprdPV@I~f!vxeD}Kliw|Too(+j%PcT>Y3g&l*ZJpYI65DFU98MG7*~eG
zJU)lpj&bu7z9~JsRaaTPfTq`M7qBP-%6j<+*FVz<Qp58DPwx>8jeCweclKH9rRU^z
z5^RrY*{0Km_CxINzTfkqlIOo)Et&pxwfx^sVGL|6?0;9ke>*la;4`tYv;EiQty&G<
zSxF7!XPek&p%{bWP>w-X*PS>lw*@%>a1e^YPqH&`jxYNGS4bu^6h%jD))*qX-Lpjl
z2KgtyZF)SEkUhj<(77eDNvNd)BFk2ZO(CIy0X;`Lln^UoxBG@f2KvFByQeG5t#|k4
zqvvD$=3_?&8muqIR=vU4L2CL@tF?v~e(E521S#jP_E-fP4~%skz{<^V+LGi}b=vVD
z7Er{l?zE%bX*6RFH~*C*|IbF2okpwS{u!GdxT%-_92r;Q-Se;ao>l)E@G(<WaKLN8
zRc`$yi9|9t=UUy)mmZuvAa1z)%Ums0k^^_|P_XJv{`--c*Ns}n5k=!4{4=W75w0XB
zT?!A(wZ>odI+vPHXUoWJI$GC=-m5m_wT(e&Zh$@0eQOf_K3wtZkp&k{j~)oSqwse|
z+!1>F9@%EHL-usOp=$PEexqD4Q!^utFHKONyR}o>B02V2;PTOT{LhNd&c_Lt78Cm{
zpku0uBbz`%;;zoF_Qa{{nP-#OG_L(bHaw|=!MR33>r$z2f-^HnjU{4JCBqya&r>~9
zLW2Wm12%0qRt<0$4&c{AW)5iABPa7gF|R;J2eg@X1E!CL&^_UF`;)IwEeBPvm@WGk
zZSXILfZjp(uQJx7LZoDWt{&G(HTu1wJ8vPL=N>lKB5w5AdZg}O$UnSp$qm2^$Gjjt
z(77PCMat)p)_C9TiyQFb_Q92zgk~gs(EAQw5qUl;GWq%eKau6+alp$P!AVHtvp;t-
zM_y(fAmsKfxP$ce(v~p7?yRu;6}Uh6803x+33$SG_ga^%==MZD;d)1<UWvY=d-vF7
z<yUjM1Al-mx}-V%7@NN(HR}$TE#MMM3(QWjlP)h72BD3;u*ouj(b7S0@THg(x@{T-
zUnV&t&m+z+lRZ$M*2Egi=dQhNo)u$X6nR33kKxmo-IJXcll!&5Yjc~6OkJYA@$hjH
zp!=~IobIAEAoouqx~>eyuhLw>A9TYQEiZ3}123_u#`de+WlTrLa{J*-<jk{)aS}}S
zjofYJ;%gFo45)4evHH8E?=3iSW)w?@A7C{i*z76!_)PAD+<*BEg1-5{+0A=6;@TyB
z!VAtMIFoQ9y^;CQ9_Y0Rqj;mGK^IRFrB9B@$MmB&(Ni%BH4!MoVNn?lJC|~(Lpn7o
z9-FS#D@+NE*^i`{P1Nd3)(xbH8#8yN#uPj_a#NYz80m7d)fwUG|H_Dyq1+?=gAszB
zB4g^CghfU}_Q!@SapV<f8;Ui?C$xuZU0GG=0lqQg(vvl7n_rw|d{H7-YK!>|2K0jW
z?k<j|*CL~q#>U3NR<rT7C<>KzXHC90pB57`j29`J?`E(WFVkx<d%dZ)E<;m?g=8<U
zS~gRiw{(hW;>t0V{c>1@wJM~5vT|h@88_TPi@&C>4z&@J3||*us7+9Q+a9NOs5p~R
zn@K#AO4J+-c3NLI$s<{FNmY$PL1kZzuySEEmBoVjCZ@b&0Q|^1A$t=@(LQPKAt3~b
z<|dpxdpMcAPHQnCa)j^?-IZhLvi*XFPRQ>?5hb+gSL9}@>C!19N5c%HoUE3<ebh<E
zDn3lR6RFJK=0g_`XGlWo?+3#MwrM@dDTJohiVG^h71KVrzlSNMHkY4Y9b>c(jguQi
zl`3#`RmZ88AnMfp8naun|EO3JPf)2iuB>J2`QH)tim51~@%L8+nS~KK{GxdFqUDz!
zMt!g#<YfaN7DZh6_U1*LEbYPH5Z~LD$t0jMf4CN_FI7BAP1gr=oLVahJey(gct}70
zRT4Qe<s~D=abv4gSw;SF|GX&EHBb|vu2m?+eK?+s8G-I$wd_tWn54h8WyQ=>6Z&|_
zurVZ=5K0=eTCU?Ajmd}%AukN8+G4&i#C&Kpko}FzRO2qgOn9JJSfM@yA^)nF_1kx9
z3|DSexhrnEPx_P)j+a(i1X5T@^8<>P;n=3^Tf4wq7Z3hCnOA2yv7<ckd>>`hf+J5`
zL34gb)choQc;?DCtWcv%RYy4rpd_|uNuCA~mog1mL`0}La-?glVxF=zG#&OqC~z6C
z7A;vNJ@lfRciT++hk&>aLn$GT3(DIAVr<m7`XRRfV}mdsiX<}{8H9bxA^{`+?CRV>
zQ<!!tWPE^NLL;xJ+Sk(wvMC-5GJ-Od3R?<UMy9euk_TD4Frqs`d-9#Nr94Jvl3By1
zNlG(J0*r4op50sc1Vk#`v%YpAi>fLaO`L;nB`zP!@pqzQc?=E3zBUVvU;$e=s}8n#
zxLqcbCuw)4i*rYXi-XD?xl4t+UP~uU3LKb{&b<1l_P&sfxm*Q}W{uj&M)mfY4qYl{
zjOfZ5W@T+*6IrtA`bepByp6R+>C@tF&BTbRO>c<CKtp_Pu5|WF9e_ZDCI}@z0l6ST
zZl;92xR0G5!f9%?43MJiBZK%<!XP@54=V7(A9`p5R$ypJX>H}=dpJo3oK}Sron*71
zorK7<gQEd<N|NnpCKuc`k(@Ns)C0w9<s^b@MIoR(y4yD}U21zS7O<~t1;?R`<j4wV
zSp^}BTgD=knt_sqwCNVh9-<wAZLyk`>=DM8H06bLy+6GPkEr2@MDBn$vO^-+>XndM
zoxKDFN}I>niITu{1n?xK;0xtRtc5t^<O0nFK$0J}NbapOPm&GgEsAMZm;2>vCyMK^
zc_M%f@-exXHL__pq}@=mesS)}^48|_Fhf#=G^JP)jcJO1AXCbPr3<V#<IM|H*=7{W
zR{0a1i8p{GII?w<g4a@)ZydQi#+4n#ThlvBBh?zm>{eZf+$o;Yp?<f7b&?nI3sA}c
zPrxa_5~6l^kt-Lx7uzo`g_*k0<WLiupN-2hyM16CIKN^&(+Vzea2SQL6KR*m34vLn
zanY4@X?@lBtZ$!l>h-JWltkiz&!^u$D;WvN#elrZq%5n%CX{OpR3s1jxBwIB!MS})
z;Fm9-?e@d05uD)M#7+!J%|I02HV)gY!bn_d2<jI8aQ#dwa5H^$p|`-EHZL3AEsG{V
zcROl_DHy8D6{L-P2Aa{th%l!vv~3T0)p(7W0%6vomjp*4hK@2qcBe}Gkalks6;WQZ
ze{W{AyCsPe*t?@AQrp3a5z0Xl<HvDB5C`9iONOIB?#Bcm(<9Rh(0~<#QWDMqGy8`m
zszO<Ns6YX!>Y^5ddV~+(BiE}#0fmli`<nT>8EG#F&79%oJ!E9$w0phG+|1mxeq*<>
zWP`j11nhC#LXBhr$8iRFV2MY<eotExU!#mEgjU>-%67(MmK$oCf7oCBu`~xGoy#9(
zOzC$4s{rvvtB;)XMX@n0Y~haHonZ!~q5OEMP*tgBfA^44=&UH{WNU^MjVUv&gbe{F
zl2bGTk86=EsLwQ{dDdGfw^b(OE6hHZw^M|4SFy=o!E8r&LQ|3&mBA?#0H2%0pi5X+
zZ;foMDj2HI%SGH*CLH)8+9$OqJp~R8WYA|F$pe91MxM&zCnkMerG&N$D5vkD_3N|I
zh%!_Lrfm4we-K)($M%-gh&zHZY89gPi@E@E0W_-7Cl%9@Ef5ArtEc*CqCg5}k5#@|
z*uq>4A-n=zVnr{x-HMz46<43`$;r&zBSj(LTw^+=?`Eoui88srG+W@6;>zcS2vOkc
zY6Ir9xFk@IP&^NCRJxRjf2<Vj<4-6kL?MV%w~&i8R3*TE_#BH52fiQeXXnc)65OS8
zw87T<F=crgFO7JOh#bHk2Q%`yB1WNV@vWG0LFdMkFHsBro!1w$&pn5N9Oz9Cdq|M4
zE|FP$VA1G4;I~7dm)p<eHs{1o#xUKM7GC(ym=<}p`sn5p$9)*~Z8CDU7B`wOxaKvz
z16rFzI-|&N*b5Awgj2zH_%eums#S)r!tW%kGsPz!Gvt!*lSx=(|0jN$W$;`kW(%4>
zD>L9D8)GQkas=icg5~$MQk4E5(rg*AJ6n*&*hHLS2hy0~&P<ZkMf^M7;YhD!qQr76
zY&tlFt_u*62o?6IZy}CajpY5z3qG>v0-f-tJ&`FI@E7u#>P0Jv*fQMOF!eANLmorA
z#LP&>dcav)T(e#FY%`~R%$#N_@4ZI!pRqL(jHs`^buzWg1{8hgxiv=m5tV>%!g>&D
zro*H@cMkL~PJFy6wnICA?{$zbWcu~!8qg+VpT{D8DW(?0<VeM>SuXt|j7|_*h$Zv`
zfVJ56GzB|mfbnCeC1w;C?eq|J(nBfF&rRW&v9g9+aRtL{5|Ef*3;~|Qd@8H>ZDk>q
z$s3Na`&u<ln5)n|8k}rS-Fsfp%>tnnz|RVY{5@%{6gf_9y|KDQ4=vpM6`bHsJ&z?;
zo9?chc^e_jz#culEX!_bPKCX5e+E3+Ppp)fW=wi?-mQ<ij<|}il~7M;c2WP76OiJ0
zl-uIpjJ2AhpCI`~>KZwYQDd6l2XM6dJp8WNZUfK0SkcI=rZxN)@oVseH>*7M=qeL3
z58n#<7)eSpVQ&g(ljy$VMZ@w9_B3XoNRVU#j8OJN3}-!=K+(oJ3HwB7*a7h97m`RZ
z8{o98^jt81!hTBexy@}QF1R=E7-XIs(G-BhhrC0v^brVI(OvTA?=pB+9Iu<!9gR#?
zR+d2PV%txyVEEujLCyH`9ycI;Hb)LoslWhVGeM@CRg$Zs;&rk=?+@r$fnL&5g$QZS
zE2M9lT~l+DPT{1De$iO12-uK1QVidxoCzuFS}kWm)3lw^5<a^wbBKv3&8;yxF`&jX
z-di`859I>BLRrFkD@auVXCCpy!BSw}9TH^<bH99nO9}#hiU;>vN4(Lk+z6b-&c-w=
zuhmngiMDW*$aL2@S|T><b0kxB-bN`Wl2syteePtq-W`HIC=&hxaxUy=Jty?aXrD=1
z!C(ivsGEPdr&^+Wn9f#i_Ag}M!<<dH6!yM}N)P&sGZQ6kx!%|2yRye(cmQ%y!gA0(
z^Hw7X(^6B|l__>-!D(R2f%=_;tzQ0+*%J%KBJIPKdakj_5qpJAruGEx(>rNaIx^=m
zB2>V+s**c>wASR1oIh*J0`3I9*L1PeA3M|xR=@|$aCUT)=v2R3Ctqn(q!YkNv8z|>
z)O0T7a>V(`3O;nciP?}?8<2w8o>Ll7fQcfyzLpo)pXCU0G)XNv(!;{YupP1zj;d^I
zQ<BEOIv&k6f*a#{&TV8yt#~>5^sJ=O7hbim@6p%jAAA|I<vgW=Po@1Z7bp0mu>`Qq
z(m3EJcX%zqR|7RNamSUW+T%3b7H2qt(p$W&kM5{QosJ)>#5?wj$s7{>q4!uqhfQrx
zJRaJ&9BvWea-IG+5B`h`VEYqGrp5keD^!HwJ3>2`KXFTUgl|c|21oz9Kc~itz362>
zQ(d253eFPnq0Ia>JiNj>Gr$#Nd~lEL2>~r;J`N3ES(ypN{SBLYm=wh?byu`VXpDfS
z!ob3<ZiGpl3Wfv6{5F5jE4btBQsL|$To2$Mg<tW#FN$8vSqt;B{Va!lit(_G{6_Rh
z#)18N8u9+<GpJd&m#cI7Z=Bz~xkFxE{<`s_6j(O`R31<#i)QR(QVL>e2O7x>`1Hu9
zA2^_YBebWb9)G?QExr9{syg}BaTyF0ey@r045Ka)wU&q6Di*c{V%oAa3-y9;G#tPj
z90ymZENF+3;}n1LStYD)8re`O@Z$_QS9?Va3=5x=o6ai{qOE>ncnld2dB~jPJhdh<
zEKO&Erv?g-a_B?4hkF-k$ZXfp^}C$gb}9_olo0<;ss@T|;1%FTR?2>2d~(?x$W@+W
z%BLCwneLY_<53?)M~6-nNR73b+vy1S33pi9+6jHJ2QZuyX}*(vbM7v<0LWpw0?7tH
z<Yyc{$k75i4#2_mB175W(jfp0n=U1BwW3rss+eApZ<k8;;+dCmjj-#=ZJ7hEBLnN0
z?HGN}<m;U5=BoB<vTgbvevdTUG5ksb?={{w-qzPK^Xcyx>6qv^cnTIwYj=xqna9$B
ze-C5h1bW}X+Q#kZd*`}fTJgxer+ArZm}#7;mu=!T$T7?@{)%~0TY+2|tv>YrHLC7s
z;4{QIq30EBhHHvrh-2(C_Re$xyaKr5yTZHj;XU15&BOglwqm>DRn6Dv+ThygTHn&t
z((v7P-`L_=#3`Vqp4F|8Q?T2_+OT8t75k)Rrz}<;-JG!c71|uoocm<8!d30k<$dKh
zUa{y;e$MNE=tPY_dfm|$1vFqtX}NSzV?KP`P=l04Pnxg4qe*(rsDUn#VNzmPk&+>3
zdZM~#Y+_<+;+k$@Ql_EmDz@Q6IcxXEYnQh=8>QOwu%7WY>*s1_8iHybN>h(<ZFnwY
zPZnku%(ds*2Fq%{<*5$dIzUs8nyC+~RCj!<V$ZY%!ZsiY*9KS{hGLIH9cESYSTMjc
z2Qj&4Y3^U8Pq8$ZVh>6kFxel>2_Xc5DnvuwxDX1N)-TwGOd9}7k9XX!oetb&fI1b7
zVb35PhFKnJL61_Ik3?C$ggAiQ_BTEYcq9*&l#eW#j~<ziKpPB{4)F^g0*xPFWRM*l
z+Gx-FR){wn{A7TG9#d2xcbP~I9g;|&9VV!N9t3O<A0487FQ{psdMtp+0N^pqHy+lf
z=DH|^cW(0>*C%ndz9SCFvw;D+D;^SK?$-hVtYQJUa~SfiJs6wW>Bxw&y?~m1An;{8
zNJKoq-PAhh!5TU=gFY}0v%J8W@Rk3fJ=AwV?>^n@uW$cdF1f1jmA9BBz4ce<PZ+-b
zIC~`7KKMDf-9fio8gF2|LAC4~DXNmzTTtv)#XsYUd||WI$q55x_EVA=RNjUq(Z6^@
zi*6HA7<JhVOF)9*_krE>Dt3e1GA?mQxnS%DwWOa(M{xp!Zo#nqR}J_^yGNGl2B^GW
z(+u!Vyv8Llh%S%((KzOzz0XfFtl_!AJNGr#Kxg|FrN5AsZj8^#GTtHGv0d#8NBaV=
zvRhy^_Z3QgL2yGMxIy4Gao^z8eEROQ>9*isG;#&^btjdGt(&-q2Y6D=66=@mUqd=E
z76#%?L#++QOrN)h$7HIv$H!vq!NIrSS~YT!41mMx!d&dB@Xk<0YfX%QRX1>#3|NZR
z24?M(PV$Jf%{!_=P|>_7?}JV9$h7S^$|0+&UsLXLKGT@}X@+SZ*`>^Nj(y3s2k9P7
zjO?NlpOx||K0zY$qOs^)B5jt8lZ+FGmqI)vI1@MnJo7!{J=3+wa*q40(xGLUkXb?l
z`OxJiiB-Z?yjikY47=cIk>gzD9QB*kH@8(nlc*+DRf22TM78y_?#7ae<DGa}V9ik^
zuNZ+kR8t+~-&N5bF1n>d6a&<Q9!a#%9vw``00O2Zdw$dr0Veq0^&oXCD8~|sSP*DP
z2razna-Iw8q7KO~exu~3<fhoJ#O}|v51|h=P6}^gtT>(|-k6TNo~PUf4G+~-Vs1ii
zD(hrQFBO4j30C{UQ!3Sau-^D^J5Xxhk^X=>`k)It-e)}gNq@Vy34B`t7WL6@ldW}$
z?C$?o@!5er?*N<npflnDc?fV8@KHQ(aXN$|{gT`z-^Jdw-lg7^Y!C1jZWino>K5o0
zW*tv_6Md6=5_^(+;$x-qr1B*4CUCg%yJ@e|bdz*bbQ5$_pC#xdyh_kYau$*t)$-zT
z(_F>lB(gYf?15KbDbwxRy$86{C!hX%Th)is21)AocN_!7TYa@=hj!ePMhEyRz%v%o
zvz5d<h5a{^d26Tmt}zUA)_m8jJ?&iJS}-`XIiop~Ig59e_Y|tVRa$`Ru6yC!KGCUt
z?^*@Jim@V$8EMoHa&Rf`7q>>=mY>TfV=ac3!Xktf!!)deTEUVcdJ3)C(WxWR#?Us@
zM$|AQrd3Fyh0hdi_t^RzUfMQo=a{T!TFnYG5!zyP3Tt0oa&x`BBg-NZ1IL_hE<H~D
z$~3H;IX%`jEhLghgTdGrAFB@u4gEboDs)~DUuhDe>{m`)JYGI3=<^O<Si~hrVF5^z
zjDm^2fCi3+(VQSMV$vTn(jRh8a<76qrj~h=Wi=Hw#d7>=iqS;W6rIt7F*4k9CK_Xx
zseqGVD*dE_sgfXBG{838CO#tfoPs4<yhZ+yf|*2EBHB<lMxJ;T(gSojARfRlkH$<Y
z94IOw-`$5sKXNhH9jT_mcvQ#Q#PDETO5@-uY7?rO<v@LC9ICtdU@T{&(Qz)VmAaB#
z%4Jf}ApTU!TEbe^QaZxUwR<YjJRUQySyMG%0_*&y6Q(_?%{sh%u#hb?V`^5VMCZD~
zF2~N5-J)8yaqd3jFt?vqi^gS%9fjSoh`3$o_Qd5K1SH$JnrpQ>JKlV<8Fl5Er1P}t
z69nw*mFFAqS$t5ON!-mL@kC|<50Nc?Dn9oK*?1`IE!MSySV!5BSyCCfp)%Jwrm|Du
z*#+p6X04cvE~2t(OGh_3PO*lu%21I{(^Fh2qqDx!O5O38rrI)GYpoPLQAx3>;vzHb
zs)D7pb4*KKW9&10zAQPC9@rAyNRhg;kjPM4m|w&2zH@Wqy^H8mHx?h6eO`|Nw|W%p
zWK5tEW+IhC;g?h1h&<hKn%hxNDCGD(N+oU3G?Hv&Qo@NHJ7ak)yjmzSdwb(k@pA)z
zTj%psUZILC()zUQIu2hYH8qk>5Lswi=qv7_snkK9$t1gI!>ZHNOuhlxo7k-Uc2iYP
zO(m7!=eKE?vKZOHW*e27Q$jvH@AICE9u{A6%Gl({S&f(Aq7$KXpDb7+PO)3EwmdEA
zW|G|DH`?Z)GZVW>Q<a%ma-F7Bd2Z^*mSrj@H+#cF?V6%{o*9qVDoLewFX!X!oJS2u
zd~$><?-bY4ySekU#H*%j`?3El0IZ@$r)FjwhKh!UwfO;)$6BrTd`ln%mRAOgmHCCY
zQN_X<c@e$CMdx+Wa5H*owbIGN)%3i<^-+(8islsoAkYBa!eEC*zCRDaLLei!4HhCw
zsE}ExypO_90GX_~!3?_DM_OzlRr4s8qFPxfNmHr3^oeg#y#QVrxbAY3v);UFQB_K@
zjrZc~)XenYbCUa!!{j(6iEefE=AmOuONCh6*|H$AXC<!N+nK1Xs2ZMNe!?FbI^ITi
zU};TEl!!3Pvab3#@h0qFiiweEYdv@WG9Ki`hxGwUWm!;9+Gq|JHmBVqs&(@j(jr?^
zf-2W7u|-{dp_q;sKx8g;7zH_AWGo1+2EiK80_GDSFH|%*(L%kc$%`BQp}v9!AAInt
zapy=TIK<`?_D*pH#*iO~)s_QW>xDzU$TrG>b(tWw$QFeZd(ed+1#~M|rFNvwF%n2B
z849NnL)1(sDFSypCvo3}s%orZ2uc@kWEjM>b%R|D9<a8(ef5ZP%;g9de0jWIpq=l=
z2>tbbE6?vumbLlvI0S-B78*81pCtN4%gz=f#r~?dlPW=$baAL#*KUW2VN;*zD6R7F
zkl(J+1C|l3h~_cE#g{}S&fVOCbXpc{FUGihZR-AtZIssOm?QP~6a}jr0Pm}7aW_{y
zOv_(s?c#uZXq8Ygih~<V%u#o7b#IrDTb=z)G`z@Yc+^DNQbZ8%9rcP)4}@q7s*tZL
zrQBfR1S>xlr*kGA<xUa9qch(Kw*2dqhHN+Ias*gdTNnUz_wzUWSn=xUwrWz>)r>c8
z%8Yv@_b|+J8wt=aOd-KL;z7?&Hr|fczPh+tO}BG5@cS2dTDV3Si3Zgunr82hg`I?c
zRi7(0ue59RT4?HBahX?>-o-NE?k}@%*LP}=Ive}Y<$R{%(Bf18I<li{vEJ^BeWy;Y
z!iZ8)21o>Ocp(1$hf5H|`q7~?u|AP(VQ_AKZg^_`YE%lsO^x5`AAzDi0@e~ykCsI}
z<Hj$>NSWX$3MWZB0dsw$8nGiwaAID(Xd)_$R}hfv0Rs8H+>aY#b*jF&Hdavsxi>#=
zmzfhae~yWWz;oAq+_gg488m%8LRKWNESKMP-}k0UmEx#7KBnKidV*YWmxX<SmzSVu
z(@}I_%t;R33a1Y&9a#!8feQT@p}GLG?r?Qc_3J7bzZF^RdJ|gb$}l{v)@;!-I=T=W
zlG=2)HONmpa2C1T-*mYbibu8iVLXL#@Sqhus;3owVT^>hO&S`RW5gB42g+zzu{Wtx
z5MQaVZ-l3#m<$ZRGJ`eI)iU<H%PT5)TO7lGvG^lq^$6Jtg<I@BQ5wS5B0033q73ju
zu@PI>w+j3LU0c*Yk$(l#hSpwer7c=Jx@Rgm+l?#mqZe&fT^r1Y&%QIPp0#@f);4VJ
zBNnw8P@u=B;=JB>GHX+gQ<ed=R4+v02ww1XpEEo%C;CRh8@IHSMM8+xx}$W_v_yTI
zXjNw*kca?KOJL_3r8m!y{cV}u3tG_Z{SJIiT;p$Rzb$M<jocU!ZcxPEq(c%L<mwG(
ze@-arBTav-WyGCZz=|7%@>p9XFLpkz`qp1K5t%yRzquEN<;RWs#KPjcw-T^f0f~Pu
zkaSw;y7bLgSFz7g#&C4PA-~EBvdoVGD7`E}9m3xLfojm73Vac&x7MBi5I}^bxjJOW
zwVj@Qo49>r$P?9a`6)O$zPY<ye>5OAs^;f&a)2*K1KIkjQ6i%8`(^7He3q}P?<%y$
z<}LpGklk)bhgQlaAU;dS@4Jpnmr@V=S!7v$<`4A~h@u?MXJctjheW!23cIAsaV3*h
z4q)c!JoN*~!CblA{#>y0^y)$#dLOykKC3(kH`3o|Zp$5F?q0(2v;v3FP9m72yq_DR
z6`Kp(PoT(TnXhUMB>GUzNj(KL?r&A-3NjFiD$DkIdC0rOaU+3=3Qg66eJ?@wvI-3e
zd3CNydUO1?`zuZ9Zk;Gf2lsB&tnvXO2o-qqiUO$c!L-Qg?p<lrb8;Eso`#Kq>|m>k
zej-7d0&!F_=B$y+Du)w-GCtzKQy<9so@<{&gQ_h%ihdk5?LzhC#4B;0^G9SCr0kJX
zzxQ40q>M}yX6{4jN@4mA$DjJ8424(GP<$+q6++1f{dx{_l!2?t%oqs!)sCRe4I0%>
z{ik6d2A(lU)qd2QiFl&wb-NhN`s-@ZW{|!}O&Z)KVGjL<C$H#7ZW4Co-M4~oINHKj
zyB~TrBvW$#taZ!JjeGb)n`IibJ%;Qlw31`|ILz+`%n2pGgU{*X8AdPpxF49;m<*kS
zUkes_wM`TXFv;N`qbV@6P2_Dr$=-Q+Cqq^Bunuf2K2}?_zj!c~bRuQg@7M3h(~IQf
z%oL@G=g}~-37DV#U-9)H(xx*{1{0bN`xVs7PaI>hDL)pveI~I9ClIuxjadu0#lT@&
zA)VITFx45o+Uz-Ni-ouqJVG5s7aG(#4~VJ6AY~WkJ<}&!yE8lJwugig0vQMvxcPh;
z%HJ+tv2#7;?CXhRSO}S)!ZM!fj_z68=Nwz52U0;Jrz5W`EooE=bMy(?jIRexrbkMx
zS=}Pc@lq5um}7t~eEpcf1}u~!a*u^6M>ZXXoT6($UUURBV@>Eo4m4W!coox~k)b4(
zhM}8uB;3;N<933~R_Iv^R8(Z1J$Zg$>ZJ&MIGSS{mB(?TJ8=`8#)EtBRm}t9^2uq_
z75^yv=cKWhx3E#wcJ3Gpx(Fuz5uzYTy>H6$E)UZ@+}1E8@2zuMcj7sUsiqjAeyXm8
zRt!^}PXq?8LXy%`7qm9L;+A<RuR+jXe*E~I7YmH$$jnr`BBL!-t13tY{n<2P{fpBF
zxY6AAa&J+r?oF-sIcZ0sEW6p)D1C#|OYTE0$Mfg40ZU9R|81xMYt)kpkM-$#xAAFQ
zWxh1`OY2S=+o#0Q!TjiqYuC%+eBky(_UG$9*2xQv=4T=!20r`8@uhKe*6=1aUAXWU
z4$!o|-*PL(l*$2uy+8e3QXwe&foSUKA`Qm~eV2CTTV>GrU13>Vo`YiOwb6+3*QKAE
zQH}ZAVQy3<+vA@DGQT!IHx=|(X&_TY;J8bjZOsg6x+@#s(}rt51ihLD8y%O=Y_Gbj
z*Y}Y)_U9+2Se)LgR~)XHNw!!lF4^p2iKgFDImHsIu0C^W8_p#r@-5~<HEXIdwtY)A
zB8&W#SQ6n=m|&JvL&eX~%0~DE=$Dg}_W@y{D@b8Zbw0mZlb|RekjGcL+j(EIe|}zm
zcti`qKG%WmaBQe#>*VG&di8|eq`7%gHqKL#y{NB<wEdO?AIf{-=AdR$c+f3s9Z>77
z9{T)6Pd5x>GOBI=v~G{F$_T=5hNHXHqObl9Q`)rJIpA{7WL2?O*~Q&@DT4{L1Hcv3
zBLP(tp)5o01&OoM6&9-;`;_${J@~l9iw#Bfdb#*NGuFnA%Z6oA<9Z-q>HYR(A+%bJ
z4W3BubiSFedfCCf@jF~>71iTu+C{NpRjwLX3zO^O*v#PYc)Ro2HJZOS#h~E`P9+x)
zSe0baO8!8my{CL;Vn$=Q)Ox554s;O)%gg3#>jJQWh7oFgVB3J6YaU8xTjYkUGxD#|
zJ$;5cAy^0c-kVpg(Es~2%^)8*1&dBtT4luIZ%tSt*RbswB5F02RV2r-Xk>;WM=*>R
z1b9|t0`LI|pPw^@ybKIGrckV$31G%X_Yx8fEL(2g)vl6t{e&^`AxS8x%pe~F9fkJT
zerR3r0I9;FruG>hEzV>`v#!xrQ@cJlMlCClfrF@b{YaDNp$#(f^mTstwuuWrGS~gE
zm3S86Gw8L}6Tl;*VOlWpwYK8$0zMZky~GwEYvXd+?mm|4WBO9szM7P!0i*^og~;rC
z6j$Z;&+*1Z#@ny7)NOsb1Kw6-4L3Q#<*#=B@VqOohp)5RA}uW!Bp?x43-?=nx%|3u
zgfW?`j0sRyoX)oCR-gJJRbu_^6k(*(9oz?c+!R0kliZvyz}Kl-yX)9;8C0D)Gsg>J
z)3OX#x3%twe6l%S#wHFw+M6WHbITIvpqbMp1+XSvlPGkak{>(~moj<J?x1)ZKq3=V
z5W!?!G-fCRSiLYzS}shga4L{5HdVU@exFk%tZ~P|l!u_{w|cIzu!yM1YG|V`TZfF~
z##DL91G;?6e0~dOiwZBQ3w=dJ&9sJ@nv{A2q^s}C4YDDWKbSoFzkh$2$j5d2lPbn2
zLW*pJ{Sor4b@CJzOv#bDJs1+ly_YY+wP7FI0N0^+DEVm5%j58{p_R!H)V8fJE8FBM
zRb-9iQAZ$&<eQ?+lW5L+pQrHlVN{LS+OMA8X`%~}V%6pWTQEn8J?sTC=;K#AQ+_by
zRO}l;4HyK}gjypNt?jdTRl{5Wr3Csx3`iK*ki%e5f&Cyv)GO-*V2S>IK@HDq$!^k*
zHko6z=r=)40xg1w3ZXBA85O5+HY^f_a~kRFp`N6TM%Vf6Hzm&jWd7Mj>Lm$Cm6tc>
z1i6~T*OkZ@J>f<aE01Tm9+~i!=QenUONBYc%Ayi3)>cuCal{3(N~>V;zO*mT9Ew->
z)P|)Kxz;|q&{P!gT!v~Uh7vo&Z`eUcokmV9xG=}#TmLkkM%L|@XYEH_DMOao@+Pg=
zE>4_Qs+H7|`<3xs)V)&9wO`Ak4x^Zp!>SPj>ms>2w)MQbq&|3TN{VUl@lFz~g3k`J
zHP-E0w57Iy-5n`Y*mv5WE08KABAPW7jNcchoDblYVd<s1OLG(Dgb;(Kk1D|23a6mT
zedfOIT|cevxx_-*cP;OO`!x2bw#JYkSaYllEL_^dyRw$IV=O|XVdiKd0c8TD)hDi@
zSP|{?ZdEjMz!TC*RSg?l<RZhB8CWr*`C7LAa?A+j6=elphE*(0Xufx4p%9@M?5uCQ
zukL*#FK-#a8HHE6P|&YqzQbhYX3z8uXnvsLz5{@LW5C1@#XJWh-KWXh+zcS|FhPAs
zJLQirSR@SOBtYlpZ3pN&%XEN^=fpz=$$Hrs4(H%`n^&u>xGxDE<gTY)=tFR$yJlEe
z1R<Q6dRcDwGW^w0`)fDD@wg*%$q-PNN^OlOV{QpohaD~Uk#)0bI62&1Y&Ab&-ZUqh
zqnn+{?Q0Szd}EnWCa7gNF5hjxWD2d3HECP;e4Bd56ESWJ85_VA0h}(aie!GY&hRiC
z?`sV)R5`Pg#33v<zQdzFU*pPPDAPKaOAkbchH)V~KhEqCNm25T2ByzlQLRD-JCzw~
zMzYJ?{#cGOdk?yA(o);`d5-3IDfFgW&gL<UTsQN)SEI~;zzqL(jI3CYMO@`bO5|za
zzIk^@*s8ND1c7B{h>jQ4CsADUvN+{0Y|p|9j~jb&(+H0B4ikm#RD>T-eh{dMZ}kdh
zFKG4EE;2#nwTTRex`n8-?p4Ut^Ha-o;Na}Ocd!TvAg>(vFn+}8JuwuG_<rn<>7^pG
zPrS{hOt}DM+F|52<>~@`*=hm!a6Tg#?r`o_#O|8p3|c>T?i&q^*{18;*0ILd_Q)T*
z-Rb$j`hM*It>v%N5#?C&RWih$KaI7%#dgzfq;Ah3#)g$pqv4h3siS6zP0(bTT(N#`
zHw96hKz@Uxq(BzEs6lQ%JMKM;g~cg_m`$oSij&2dn)9yr+lx(n9xYrRmrr-^-Etb6
zVPEFY%~oy=Y9M6%SnQhDk(zMvEZOQ1Z8pY$m}rF-IXPklI5Ag9zs8nc#+fc?Ig<H}
ze2Ka|iM)d*OaAo!{RG_d&uuxSih#OBeZuQ)=AcSQpDsbAc!799^PFc`Y{wL4rsk2!
z1VW=`kmxu;iK4$P&hKMWHm;5wMFxS-;kA6^h)Q87ttzwd;+&Cmzh$urbunV12EA7!
zQ8Jn5SRTIPs#Fy#902h51CLLnZ>c%J_kNHeNf!e!V?e~6t$0|oIx`0)R8v0Byuk9q
zrH{dSTXf6N{o6dd3jCTteiAhU#uUp&jGt<n!`c_pv?O%#fj>3J)z&Z*cMVz6U;Gl}
z2&_m{Z{9N8{S<Um1E-8XfG@*mVYwI;-c7{NKTnfvJKL#U8AIX3$vlr=hge)~cEBFG
z{qjmn=ZU`S3h~06a%oEN@ayP~kO|~38V6X&(elWeZlE~nNT5Vv$aH%9X-oHH%M)X<
zC#~-9D#?tOA1=F>rgD>0o1?K^4V!iJ;L^B$ON)E4GCXX5W-<zN3n;(c>ql3tt1zTD
zvuq|-qzwhk6rp}3yqbqc98~w)uWU^J#)jO?>~=oBd@=M^vZ}8fF57aOS6vOu5HL?v
z&6N}(x)W9k5-J6O1VADxMSKFwAm+g_J0(y-lc5Sxg^3E7DM1x*<%y9iL=m1s6ze#g
znp#^HgYk*2%#L4rn||JAICkH9=&q_{QgUAV9p{-4GCXZrM>ne-)bIl`?uN#`-($^i
zkq-`bcEr0W+qM@=uEG=>1{anhct95t?S8DhN3yCyM9X;A&nJRH7)|Ym1_V@39mu2_
zQF$RHzd28#0pB98^T{v!3gcZ`>Vu^4Gr4F?lzxYYh<Z<PRUkE86RO}rRcLp$e&tZl
zP;3BD`Zl?rUMRhNa$eO9{X*fp3SUh;8tm>+ovRxxD+$ZB6D{(bFQOWZ+38ywo0xq}
zk<Gz}TaNR7G013&tM!fcouvmAqzt@NF6srs-Ge$1bDvWqMiP|MM(D0C&i&?L@3IB(
z?HT^z#YsU87RudsJmMeEhsKh-M$g`C^3k8w_PM%z1)9QPrw~@i-CCiOv8}Vv=z!5U
z7l6AssqTX;f`HAVB@WfmrbN~@hVCTZ5FSD)fw36p8>#7sOZ_#3n~jL6pP_?jONnb*
zWrHJ7JV)agSQ!atJ{4R@i{_gF1#u?rHe_r0V_@W5zJ3|4oEUM9Fin5uS0s`d>F>mZ
zfVvXdvnp#hGeh<xj8}R!K{+gpbM>+bYQ`Ufr{n+XVJvP$H8N3zUrCPCOh_(*FJFTu
zoQR_&Bp@Zpi#*M@+gwa%mr*dS5n;=l?g>@|O8N<NpLy&tihYm$_oq~V@4ka6eM!|L
zpaECrz5`*R9nIBX8Sz<rBm3$(Iuz3GoVE)>aHwimql_Tt<z&W>JYCl`-cF^%JIllN
zW@Rjz-@V!5sldo+7c$7tPk^!x7-X~?Xmr<FR$>cjkReUBjdu&uPY+z6wA<O~;#WH9
z5Ow<z4k55H?H-^%p}sGtQ_);%a(}>-V&99*GOesZIS}H}eq$TsFrEs8{Eo+upXE#C
zx1=H#z91F`gf!`Puz)4%jFgvU;pd$DnP$6*>3{8HSi>}~o7oBJ=LLoCbAWiY!tNpf
zG-r=Tz7L*(mc7J~KNol<7Wgb5KCmg^ogZK}jBJZ-miH@5Qi_x{YWDgP4QrWy%C^0C
z-j?}m6Dtvib$r`=_4a2&O?7<BySn=!>jmHKJ+x{jw)L#5Cqi~SZ&7w^uG!W;U*meY
zwlI0t-SvlS*M_F=Yryt2#-*_W$z+>!zaWG&M8M+Jn8lFJh>m_gh{JuPnhU&gwW~$s
zd`rJnqWT|5(C*xDapsHLC;(ahI@?QUPb-9j0FfU1Ub^My=~9K>ktR>SORR{fSYOy@
z%9Cp4J7y#bM8lS-f6<pSG0PQ8i__y^nF)?8c;?N?2=6@&xl{MVKeW!(<kt1Fb_<Dk
zF4^?MObFJA8>_ATV*HK`Ex0}xRF-vh(J0n>CiNC91al+^q&WvbMiD!<dZg-qp^A;R
z!7Sw)T;BeRt16;tKS$;0y1S_+$pSLI=%A?R&;p|&m+pH{-_TikLTSgDJ^d~|t6Jwn
z28ZpDEJ1Rtbdw8g=z#!d?D-?Jm#ahT!42v`KMk<o_Ky|j12INA2Vu-BI-_u^_*P_6
zqYn@qpcVsFqG4@<@oW7M)l@;#J>Ytp&N6#g*T*+3sUcOO0_9Y=4%n=4X3kE2&Md0G
zC9Ax&b$#!y9c(C1azNj0g!{bML@9ypY~9wHG~;OSK5<YMHSx3=fv3e2sw-AuTD(?=
zB=$%o+JT^Ue!p}~WWI1Xp=OsxNPzTrOjRUfit3;WOr4|3%<$4Yr+m{INt(ddv3(lB
zqJ6_}lpJAga;Y}kx@MHUq@*CdnQ5nH%?f9I-cj1w!Mv?XR}T?VN`_Cr?`D@Z$Zmk6
z!iy^k%w{v9-LtFgc>m32A~Um)u#rjHO!`GsO0w&-sOQq`h=AkTV}8LkKTldNnqwSO
zpi!CM>xtDe$wh+cGH|jtnYhx0{o`e2iqV^cX!il=cK2XDta=-0Qz2jTU9TYocc;dw
zEe|k*VOu&1Wf3p8ta?)z6QN%TU2SNMe{{bPxTLbhS_tSWG&+VHR<1CJRpXx`HZ|uq
z8v$ZnC|Ggp&!JV-)t%$iG*5w}3MGKSGaoV;u{+d)s{$``k_&0JW~G)qB&=;b3qo0B
zFrpkPy%O^pnv!``E8od_IB|K-?I%p$Oephb=Jm!y&YeFy{vXEP0m!zVQP*v(#%kNP
zZJVoYd$n!bwr$(CZQHiHPk-OP&pmrroqOxnTd8CQZ!$AdHD=9`Jfme3{mG7m(1?lZ
zKoTZqYV_3DIlo&;>w10W0u-3(eZ7DayCiAtKF+W%<&Ou}jGNUXip`!z4snzjwp5{^
zfKUva6Q3a#2)QtNhx|tVcqOZlhC(7BgySf7Sxk1HXOsKtRw;&C<Ph|nI(}2v*&5JS
z6c+*kpFyOG^R;^yx}0BdQWGhk5LTJIMDY9aVOa%Kl*ci=g=MZKj)LK@CP^LN7OkAz
zB)luGI??oB7DNkuU9NHmgn9-<OMOSe>Oy_74M@2j2!*q=aA(x7T)1R7eZyWm8cCL#
z%Z1SC4PErP6ye1)FeJ_`<uHyIdy-^Ucx$-mEem2g*J5#u4ZJ|S{I8Uu5pX%7+vt(q
zy_H|`403m|FVRpeQ%3Ix(O5EwplQap35*tu0(1ereY2D@E}bjSrZ5&Dqa%N?H9l8v
zXa<@QUvrm0zI-}Urt4QxSP0|+o3@7#UYaZ|Is*@d%0ue=<(mhR$p3n1m_I&C+D!H<
zHH@;Zt8Qe*Y{a8TeYKjmV*T;z>C0auw;t8@UvOK&922Z8>LFmb<7|F;iV2IE4KN4T
zEqz=!w1ceRu!6qEnDl0?iS?B*q8mb})?GpO3x!n<0Cahq(f4^1D*)jQ%pR_>Z&_54
zAPUn$>IyO79ZXPDJ0rNoRoLC(NK&2AS9?9@sPhE}fr-QuLsv~p@=etHJCZm|ei>Rr
zXNT;Y=K?GnMJTG6K%0jW4t?9pv|=k4@!nT3J>QpwfIfQ!DXu+-AB#A^#E|Qr00Z7=
z2ISRBA}DIzime;IV>YgcJ!%Lc^<+XbIC~kxZ{M0haxpke%{b|>>Yo~=;VSr^wx~dP
z_^W%;0o!~2WJJZjk;eYLY}rVk8|!C(yrqi_Rd2fO+PStXH0Qzo#9x&@N|o65PvZwH
z4E{E_FD}TdyNkF?yLb4fA?B0UW(uR$XeknAd!^tk)`yJMt7Dl|HkpN=y#?R7on{7W
zE!Q`nS02XOnVwzu?YEpmEJr;oEKR)~*w-;YgnTAqKtvHUxkOT8b;(U*MU9h8!jpB%
z>t&S+N|sth%xhr?Ijkqa9wSVa3JrfE-zt@O4+N7#%`}*W)x%f6uPn6lOwO8MB!@C?
zKfS%Owy$5gVPj<O6QN^mI1H1@IU!uPrGgl9*bmfdI@Q(oXU?(5oH}bB={d?V4CvoD
zq@eUKn-kv^%KqeCpZJtx@9)bG`_iAbE6Bh1nwDyn!qI+(rr>>t{Hb}joQQ(WjW&3>
zaSS4@HAFyu#ZgaKlK0JFj`>oEdk)QY@fQ`{MdaAhK&=>6JQ>+53N;o3zD6mbB;j`t
zlr{;XbRpykOr_uDC^Ghr+?mlEg_d;@;KqV61qni`v~p+(6WxRf#?)qn5JA8}LKrO?
z`n4}`^?P_Ic4-U0yau!aw_U{v?!C#X%SgoW8n{+#sG1tHQ`^7^`kN%k(i6{ijI#uE
z0{m~ED%o|4ACx7lJUN3pgxl;LrX2bj@fyc!<(YLe6hhq@Bd4#h&}HETL&NR0bZE(D
z+{p8Cagoq81Vzsu4{cIB!x{MYN&hRo`W$aEgajyR+v39y%wkwi^Cs%P)WKcjtq*mF
z5=K3i7&g5fGy^8qm^JSrR`95zs@=6!R1)(rVM#~hxpZ@}Rjtu3!#vVmzrxjQ-bF-Q
zx4StR7+7u3%RvQ%Nwq&6i{_96nGvC^O<cE^{8Q$PheuuZB#a4<bSSLOdt)vwb(T>5
z;1x=T<bHRCIOo9LsinS^>E#f(z%lB>G6pOa7`)W<UiK^2g0Mxl(A`CGLnZ~Ozbh1m
zvbFx!RUTMP>m`~z8%9IuL_<Aw-r&P4HI?p-Fl7g4xgbp`Mil_IL7qtGaQ5H<<^z|(
zmT2d=`J91Lz$(I&P{~5`8Tm*9Xn{FU&k)Qo^9A~V1BIKhB7W;}V<fLUEC}-E@LUU_
zFnzrKs<r%!WORd=Gbc%IJD57IHmgG)RYQ42BD!Jvc{bNdTAgJI<%nfI9f9)ks!*NH
zb=$vcm}A?J`)Fd^^3o+`fjTUD+1Od?OZ&398f%fqy357G>J9~i+rgxu<G$1P^-){v
z8`ErXB4+i1sc<^*lKdVQPw3gD`@O=ng<%!38r0_Bs+cE`v8fr^a5RT}<<P~<#l=ze
z#}HBfO>3Y58L@Ud$+e2|Ruim=`QtrguDzWMx+-51>S&fByf`9XG{}~z(f}T{4MVOs
zV#Ef(mt77>0XxdlikXM{1d0Qk3AhE?=I{&WwY%dsVhpzJ5=TG+v1lC`-EpA(bTILl
z=F5yHOHI@DX)pbLaS$wmTXtP_l}pjsmgt#zK>h4Pnft4c@>?^F$K$d$+WR5&?HyH=
z#=8{PabT4dg|;#SZu7LawVKfK4F@BYcrKK<1{s=vRA|_@3RDoP2Z-GDyhw=fqW}p`
zRdYzEZP&ThujBCxqK!<Inn5$><i=!U0$B2nA!M1@%!4zfV4Zcg3f_8q%z~g(c=VS7
z<}_jJ-Xfgn@dbwj`)>V)%;^bv#YRsVDs&>?I3A{yDGCwpEYTQEiIrujKD!&E@lMRR
zNcES~@F^nMMh|)~f0|Y;AJZvAhhVyz-4v!hLj>c|<De#0?KPGp1hbq<PcM3sBM~6k
z<4kr(f15sdyFYk)v)p&1Z(#s-aXAP!#wyT^RF8yRDJrqe$ct!sD!7}jl=+J&TDzl;
zxg<&>v<6{+U)jtG5)=z}Ss)6L!Vo|4&<jbUf0|*+2EXth^IaLFG^Ey5*=7G0Ta8#;
zDc6KuFc63HtTS1qzkBywuA*i;dir;-ECtkSRb-B=jg^dUMy~{T=vk`{?0zh1dz($L
zZ6b(%+*``?9xbGLc~YQpIcUzy7b*q&w9||2ptPBu=wTzfa-<%&5KB81(7|!BHJ{a;
z$A3l21ST7;yoq!lNGLM_i+92Tv{L&~-`2CcJS=aK^EsnhIDHxnkZqmeI3!@!XTbi@
z)&!3gVEehDe`gwE;Dp0S&hGA(2-##Ye@u(X^Jpr6`3mxx64`-^R~ciI)clPII#tR=
z=f-M9$Z2KBVK;gJ8!|JR5f`8ngNa~A(y}R8;V?{D$%h=H5Lp-WRVj?4m2*eEL?La9
z6EbxQ){Qo#@B~zBNqzZ7t?zeIt0!ALH5K6_cGnngs^$vwYR|?~e&(jlKI7t5tC?~0
zJ5GJ;eU18Xsi)njpK%^Cq>m$_L_>uPR`-Xg<(#!K#4}(*gXYM{v$UL_evs*Y8I0(@
zaZz|49WL8VHQ-H|R`2xMIttBqIQ{KH5vO(A_7$OW9RlJ3pWYjPg(x_g#|iiQ%u=qK
z^I)fPmcsdRMZtgao-h(iZzKv!^t}+GaKgO+x}5*)#n!aX^6l4&a85_gG5<865s)&n
zxUy*gk{=KJp3z6>VTyF{V&yK=SebY7pA)HIQh0^lNPL@Q#}kb(1}vQ<f&2+TVuBKO
zg49(c>%v&WJV5EcEOR4U<Qd6J&7xz26L6Aze*#KS^|=PvLeh5NnM(^jo)DQ?p4)yA
z?+5l9EhkS}!7^Tul>_&|5nQcOA4hyCHk54*qkv55Eg`xg0@KFQ)H0@?qFNri7~2BU
zYWolGdXTu|9%?7xO-y)pa-u_$<R>bBur`D)#Zpasy+ylyyiV#+biI<L%@W7;uhqax
zGD;lzOkBY)bwpsQl+7=iPBjN@%VTGZ1+c`AfQwowD#x|AdtJF*dZ`DkHdoLfV=Z54
zZzEk>l?;)WO093k#jZ0OFQs8E9ONp7mF0bp)4MC#8z(e8b~Cb@B_K%14OS7M@<T=s
z%=HXD)>D&`-T~dMa;%x??rDj(LojA4d6|0U&?)TOgHhb>Gfl@iY1HCxAZopwo&t4r
z-P8}F)X$qXwd5mjrG(qMWma8?8JyJyLFCg06_@u9LCkK)QGN*rFHdU@H8qW)gBOQv
z8$bxY&jwTw1_7;<8wFAELG%QTK?MRx_2XK}CTOV+C&I3dL#@KwILVU<l9W`c)n-#S
z7o{vcTy;W27cqQko`O4=Gu~SBe#Z!%eh+%J4vEMK1HNpu_IIf|NlHqVHndVVJhZl3
zn#`)}wNn==Ye-1SVG1Q(S)i|6?OZf~_u=Z_yyheH!+Pl^4E)Ob;;#io#KG_g5EA(F
z5KK>mu@70%I3Ps1pSpVL)J$bKKEAv)$!dR<YCqk{dAz~-95)(Y;C0fETH);yb^o{h
zaEwDiS?)4!?eH}t(Btkn@WNu=qBt^cLNhqko4q@)h0Z+BMLH-kE%W|(uGR<|1R3)3
zXhXt-bjTHWdsJ=4sgS24yN5O$%;RS8psHb&jg%$c<D;y@1qllVO`OeggR}3_rFf<M
zILtX90mo<pD_iDJ+uYTeD$z#6P#d*-b{RGZm3Ky4^`o{1U2ES0{c+94GTZK|(QJ#c
z$P>0|UAQ5-r5@ip1KPl~ZNe~Yz4b2Mxc_9TF)C}MM7{I<WGXBx=?n{V@YJeWb5^ZW
z*_3)u(|zd)_Bm;BT(s$t=hB+WN&A&>dH&3nRprny@pa?zbK`U|SZ9-Ur_p$7oJLDi
zHO;`ukORZdef^H|%<p~a9oF(W(OGO7t74U-!^&1qP{r{wZLLF?PEAaZV8a*FKkE<7
zw>&}pR6&p_R!`l%S;cWtjjMujlP88~9Ah!)^6=-V?Nu5&x}e-q-Zqsx!F`s5bQ5iC
zMh26q74JRmWCjSE${kC=kk&imsB@u+?{zlxxmaXh6Wfq=MjjgqcWlNWA^>sIIUNV1
zM6w7uCJ>nlLg|ELWZ4pD@OV0h73j`tdd8V<8k6Z<fjA@Zl#HA~>!3v|sC8j$CY2U$
zVb$Ta(W*Uwb2ebfHt@_1M$a9B4>IA1D8N?zNHRbdwdt1>0NAev2G|l3TM*qni!_3=
zu2O;O+^bv$&y=7OnFoSSA@8F62UHFb@523uJ0=C3(Ev?VaN?R@6ur=oC2BB}H3&F9
z!8`CLfzWV1lcVkgShjIcaiS1n<flZP2XYI6Awr;|aH~>T#MAMpBXsP1TO_2T<Q`AE
zli#P`vb&=q9aSK-6MY}LFJI+7f%Gk47`funy%Z*a@43)80Whl2nKK}pCfmS2E42h1
zF2E}y5?llSmtKr6<_H`h2&f+Cg{;y8&*38C{TjmkT9vyN;(gmGMKy5S@-TF@V4BLK
zxw?qToShr4r;Ml0r{d?IPtDF8uY9las4{~y>$6`ey+HN&z;!#wF2GT}?KT))!SraP
z0kZn|Fm(X+B-sgYw5EjE&H4;P)XOROwu6AyLl;1`EPr3H&ExaS@G+rM1yImg3~>$x
zgDeDIQ}EOESYK7sFFTa(M;p-?d=aif@a=bYrqCILKUIPz1b-hwuLjt);_thdkYWv)
zEa_r#%LdDHij=_aQ|nm}MWp(*kt7&KBs)FkiwKcN%o?M;!+oLsjVTdT=~Y&j>S^~`
z5_EyiF+yyD%$+1z2sOb!a{}5zwkT9%XwY>*orx|v4$N5wDp7jyYQ)0mX^%i3c&HUx
zC-TO~nDw3&L0a-O&DTq5)bq5M{c4xHJ8ulxGDd5(GWaFG!F$rbhR37y;9aWL4pWa2
zT^!XI?pcQv>jz;TcVHQJp&~?np&ywGcaHGRN(sM2EcDA&47_DcL#45qNtx+YaF0Z-
z;z2x@&x}IwuYSPqygId*)a+4#ZZx@HYT$IjPhbIn-5rVIYw;~+bgwrlXn#+F9s`6y
z)}1N6ghS}O*>*(0;<os+nb4FC<w9Dn#84XdA?hKjsaNv!)uomEU_S$AswAg#`4bu~
z#40B%8{W2$+M48Vy);uNZ#epPB`$*^0iFV1CU<U2o8l&c*uD>Zp6QMIjZ}4KlbiN=
zuQ<v#WnR1LrP!*4DtJ?1^%pr>$6w6>>XKL*{_iXlhX27rv9@xM*0cN}jY^4$N{R4O
z3hG&y>f4!830PYg{=g6&j4YM$=ox>IC?Y>Kf5<6D3_l-#9DeAQ{PqU_peR|H>3&Kr
z^o;HC7#aRkPvt*oN>;jmO8#l5XK8BTibwWe=H&m$RrsNiIvAMX(Mns}S?XCp{7@MG
z<4Dc$kEOW7&rl5bt&A;<@czq3K)~7sPlK9?oe__ko}CGgo`I1akDZx8>wojA{^{%=
z7dulM2WvYBT0uRV|H5R_{daCEJ^g>50|7mIqkkIyzs$iOJ$na16Fs}1-hRNG{}0kr
z(azE6AL8SGzRUmV^rzZ?rsrRlr#+qq1H(Tw(EpnlnAz|c=~#Z~tgLuUjC6R+bgcis
z!vFMQ`EmGZ%fODu^5en8#)ikl{7;(oC(!@v&G-}llrS*jv9U7YvHVlY%7Vwt$biSf
z_7k%(;xV!Q1a{`1vVX4a|4mFk)6M+j$wbfgZ_G@`h{s6J^3(D^`3y||jDm@c4)327
z+s_*Lr#3U=f7Sj;GydRH8QIzK7@7Xb|8e^1la=Wogzk^W|G0t>w8B<D_*zpdW4s?C
zsujPLz3KnX_?c}}yZ^c#KdbG(v2cIJ^50;*|DTK>Mmkp3|HJrUU}I(fp9ED8B}m1D
zVdSr?iI4UWpAs^voY!O}0T3ot+?*2db~0v)F!~)rBM_((@KBRQ5_viE_Pp5;mdYU!
z#QfXXFL0%O#QBtX)yQ3wh+2|ew8-cY@<sK^*iUz7W@UG2MtiRo`{Sw3ZBH6-J~}Uu
z(2H62PB)zw-5v|PSKy;4S~ACEYh2|{$P^SnS*hL(h|g=81+3%tdmqQ1g}Y-(;Hryo
zV4xT6_m5Zf`yy$r+CmtyP*9F*8X7y)EHxZsfJ4)dA{}~04yu!q+FleMXG)sN6!)Gr
z<KJ)yph88HWRx}r!j8;zZ%o;lg;%YIy*TQV*N#cc#%+?}OH|cUzls<^nTt9sltK27
zm_389yFLc<?sA_5js_xu1;!gZL!P`f;41ZdQzpWBJ+=_;^RB0!bu<mG+cv&&DzsL7
zr^%xn7G|{q_F-1Zeyhp0Orm@TC|B^K4e3!k^07J$F^&)nGTfFFIUZr%Q-JO&Sui}y
zCbmXi>+}Y<^n-WF2YjIo-c9F#s~i#^q<ZrKB;`?q>QgxeVH&$^>qC{x`3pY8xdvAT
z<%T^L>XQYfiB7nm_?k7!bFLpvs|J1=(nC%lI0!>=5o~c8ctxrn>`Gne{<&Sq3F?nJ
zRrOmQA>lPNgWmE>_8Txv&BgvJsfHGv`U1kW5@fL8Th~~x9{wtM&p>q&!ZxJnSH6%e
z5;jROf@P7_FVqnny`r;iC5yO-VwvY0^4j*w!=VQYG6%?!_qe3oK*PkEc1;j+OJpk~
zQkzMx8bJ7h_T2+5XR55vX18)DcP79wXg4qop00|AGNN!Yx+VR$q5f7BEhE-*CE6b=
zy*u}JGFe34i7`{4@+>qw5yYT)tMt<NeAogfmNi(LeFQ}fdb=$asZAWy(l?UPJQGF!
z_U!or5tOaghBBa8?3;F@S?w0d_45(gJqiI_XfZu*BGx*qT(Fym-?R-d>n$xrp&><4
zq@gUL7OJIC1RC|&pn9#^MMC}og{#n`(y3V+NA8qq_fnGDrt)=Xb7y%cXJ_OQPJOI7
zX~5$!K|EnwOu0TI%s!I&H;~SrU$vL&H(wgxbZw&A17=xnrb7b8DTe#+?<jcS!1&6f
zP*iqlCH=+{y>n7mZ;Gi<+Ck^Nqy@u>3sRjJ%tHL<F`2_=3dO;)EDG^RWyFNh)YD4n
zdAo+nHK$9@%E34@@`ePBD%J9eaNwxsCzH=HNbB0=n<d*zP#faOV=;>!lB##Nsb2c1
z6Viy5-`@vRLUEZ{h8yGw;)Etd+>-GnA!R1yof6fv9BV??bzm3%H4INK^oj@I&14AS
zgYvbS3-?>3JSfHkYO@m~{e^-<<3y>%q$8nrB=55Ls3U_|t4en1T;wvN<9A^eM-_qP
zRc1|T)n3(2C2or)+?9!UTLsul7!4wqSx(agRIy1WlC<MY<I3Y8<%4U}X_lXrj}4E1
z`PhXOU`49-V~H&`{Iv#I;EO0qQ_;1=a<ScUrd>yNt6D<w=f+)s-)=HCN%s|TylJb?
zAx*Q%@xRX|N9D~C5XmSl2532GGnICS@V`XdjTSYHq^{BH4LfCtP!0mtX3xpd$`88K
zYWva5Dr@e!Wrt&=N!Qn8rkMhC{`o9LC>AzO6%3CxvqA`4lSOItf!EEY7_fht6(;AZ
ztaf89(S1aiF78wvN8j|VKE>W3p6r;Km%3xJyH6-Ra?=6YUPzztR37~_+5gSZZ-?+`
zxEs2?&7e9d3i<N{Y>lU?#38F7xs%w;|83~Pn#3;HHd&AIS&Kf%c35+df_=nz+Z4gs
z4R1PbYh!UW#YdoHLcu!GH069!_=u|>%KNa{ncVkk4s!$E{Z*KPXYUiDE5~RfxZi7I
z`n$O!(4>bsEaz$={XJJLJ->3H$@Fmz|1y9$G`|z=yd{s;h8e6548&xBd7}tmDiZql
zNxw@xx;xF^5H43Zbfi$bt5vqF{Zm-3)Is$!Hn;QEY*;(%hMSC(06{iMzrNLcpeEcN
zHxZi*@2NR!dr(w4Y<mb-v*#Y?3ukcRaEPYlp|qvD1vA}0$G6m?>ks=9JFPnfw-x6s
zS;F`lC&3nFhfo(H5HiZeTvNAKBDrG4Xl~)#hxWliIgs)V)?#?QoMV4bi0|;ehf*fI
z{k=Q$=t8u0kuF!Fl^ybCPtLK&(WC)Q1&0fv(YeSRcYG2KzC7PQ8l2}8I^9S}2A*HU
zH{xqI+u8Lm-Vn9gg+ztd2>LjkA<kEFJx$tUc5<40ErBXfq{R8fY}gs@9SK>sWox5$
z`w=~jgVWKkMA2S@rYa_eji9)<X^VJiQitLczC{@>yA0O^#UU0IV$)J`+OgVf`%Y(`
z=K|<k|Ij*f+&Sd0%0xfRQ+_(o%{y`O&S=38N^j<PY#JF(kw3NEWmZ%*S?UH6=9AIU
z12+0vrdo_Az+aJ77vA(9kP5Y!^HuWk(fKnFU`r?K*|T|qL#=Ke(lFHxAGBr2Ik{`=
z`|+cLM3IAHor<)(bb~W|{DqPX(tAvwmGs!sP1R1H*(u$^3?qNN<qwP!crMTsY`gbh
zSsSj`Du(Cz)*tYWuILaHxtbHT&Mz27mdksO!kL!eG(n4hKdIb&W~GgGywRBDX55Y+
zEh=XZA+&R7B1t+p#ApbRI^&V?(B6Em9@)LKy(>Ny!4z%FUty%qRzN(Zr*q2kR53JM
zbN`D-pw(uqS=Da^6>4|TnmOC3cN3ARVk|jt8NE$JvJlkNjk~fI;{+R$vm+Xs7wqgc
zMthYn65)xac870gXv>f0<~t>3hkY^c-BSIQQ&L6gwdMZY*^H2GVU`OK-(m<1-<wC`
zmAfb`V%8tv14MH|6oMPMri@7<eenl;vLTUb?v0v4J)MajaGqv}SGnd=os&3i&X5Fu
za^=sEzLZkI{GSGK{JS^KA5)t0rJ~fYd2Fu?_vzN-E&J)u&1lxl@5&VET%-9}sBQ@m
z?cGDwSfyQfkVSlJoby%Q3S*bgt{G$?;E&JbAoC;+48nf*z?KoNP&sI)W~`|xm}uN-
zBznl2q7d7r3YpZHdY(M#$Ljkxyciw|eye2VqeFtv)6<Tg$XI~I9E2)b=ru>&#RBXi
zJ}W09)ylt;3ynm{^@UrF0~_U^x_9t<qMmju@#ydE{pk#5TL!Lr#E07{Dl1QUfnRxZ
zWjWT`C2OOWa;r6Imf1M<?1eWaemO}+9K_60@yaoF;uZ8NeuVu5z}`Vbk9Reo@)Ci2
zlu+*F$Lrse@pJRmXNdINw$kwD*B8Wt%&eqiHrh`&Zxectdb5#GrXebZWx_^Exw3O~
z8u&0dvL!Rulu$~+Ng@?*7~Rw7u-HnlWnhBmM@sFG7_}T2^L>Ho6!f9P30yHsg{_xf
zg}DvfIZRX)5IB!}l7+ccE~-ikerK(Tm(P7DTw%pxd}fO&N#;CNa<M>pxXRpf2~J43
z3XgLX1p-US!bou((d7yzYC?^U+NJ&0K(}k@^}%7KJ(9q{f~nf2q2K7~(4vJ?HZv0N
zmyYVBW~bqNxvr>6XIhGdABjmlO`v2mSADEY_!Oe=q_Wk48%0w!Re7EuH&`~jH*hh(
zsX$TKRlyJXkBMf&cyJEA3b-W8C#~Knh6r>?Ymio|RAyjSoX{Cdf*#S#5#Mg|J22lo
zMJO%#ThX5+tSE`!Rc8Eaj&nMss%xm~L;swBAC}J)>wZ*XF&dH#RU<bl^N#J$J}>KS
zgR8-)9Sv}*Cr#HyXHZVxs?iYgI?h-Fq5wqp=pO`slJ;3sok@{x2epXsMg6iu6?)E@
zr0PKKk3ppK@@2G+yC34xw-@+eD8lr&Ps4>B7`Sf(Z~(R*8cYf)(kmG(-}7qq;yR`U
zU|h6H3-5rs?Rc<X8is<MZBJ1l&DrPX7!_2e+{?(v&HcMT3S3WQCJs;Cpxhq8%qFnS
z>@+8nOX`Sl13M;5D_0iFKOfVL_onl!f-jqt2sg<dYKeHHb`PsCui8wPd5GuqDAeBn
z&7;B`&XQLcJzD*Zrv`%E1Qh4^h0crS80-A2R-XQWVJ)kdO&BVIT^Y!}c{wr5=i7NE
znP9kfxi<;mqC9p!8@L-Z${vb_Xc}vzOI=(+qcR##6tI+!wI=WtR1p}g1$szE;GJkx
z#U`kA^h4L`L@TZwlHJK2#*UVW!~IC(Mh7Yaa0orvB-G#5Wc;;MZ|cs=_WiFFeYF-j
zduNbqwdR2<L-F2$6SqVmmOmEih8^)W=R><MahD`p5w|+5<=-iWZOu_vy{cQU1Mc0C
zxR%x<Hg_VhFK5Xr|L`gYd-!<k8Jq_-JqtjY_Y&2NBK?kl@JHwv4f^i<89g2#9VB%Y
z?u$@)l%+epmn-R*NvL{Jwa8j8s<oJKoHf$>wfrqYHzY0VdYY4hjD__D4z(_65`oY)
zmZS)mb>qcvR@v>@bra$-)JL50K98omEV}oEP@n0<8C=ja-`gyU!qs|_(3Hc2LDFp_
z-AZuTESwxu0ttH|29TIysFU%?>QQ@V#<y$vx02uIkAjS;A8Q~Pk!X^hV9&rkpMpF{
z!})p{k_T~=T3sX(M^M@AF&qbI7ws@Ph-{ZT(|oiqFP5#|wyZa=RM%h`vwZQBD&@RG
z)A0*HuY}3jzqzopdt?}6lSAXKQFyiwH~l=r*wQv$?_WoZv9e=5rfxTnn`9Dfzc_82
zKIF3cHx&;r&Z%?>V#0Z%*pJ1EQEF)nqO(}H>NqCZm5ZIm&X}AuXw%FqmLmw2A&)YV
z+ZFPk)P~+iJ0;m=JZRgVOR~f%Gw&^;Ey8aPxz+Kf0U20yzblI{9^T!%R9tb*s8^gv
zNZ;H=I)t{7Ivdbyw{t)Hmcj!SCyet{qZuC9=2yMao7C1&L!wPOM+9DpM>-vf_2%66
zSuYG6B{$X9hd4UJoP3>I_tf4}x1{;CDYJq(1~~@Jqq(!sN{c;7eET~aM4@!2<R)q*
z$2#L=F5b(Sd+r&H=aL<v@Ap{%-cQ~~jt>lqCxjJ`Oo9*S?0P*htjC{0Pp|VnWlqRt
z5H4>wg6~fu3e(sm4^%H3Mi66MQSZ9G;NJ6Lu_%i{KP8uViN9ghl30AW7lJ<rd*-EO
zis;>NF9)^FVqR;F2(NJ~qvKKuQ*=^2WFCC?X=nCDFfAGKcC=ux{BSBXaF6POit;;z
z8`S(wIAJ~EqM<!YJ+g1Ok!!XNKJ`UR8_;`RO#10Zo^gj3r|`Ed7kui8w&z8sF?qa}
z$sk&sS?NZDDtMt60MjkRGMAGiINn?&&Qxa1&B}}Xwk>$cwTHIWC12P0B@ifYy;{Vk
zOIjP`C_%5^Y>iEB1ho!k*ebKb8e|SW>*ZwfOzX5Du5RxY2`F}P3lI0`sF$e{M1eVb
zL|;zf%jS}IGatd<Y;&Xor@<-cG32HiVQe|she(wn1TAt#=V)OVlu@zn?QQ9=`K-FZ
zcx*bzhKI*%hxQ!wJLEj<vNmWx4AXh#cw!%MV)Vvy<r_oSe1OkPJNok#i!T~D5>O}<
zrvRy8v~yqOn}7=y$<7i$bAG|)MLh{h`*eUm08sbP?^x?Yd;)ml274rSL!zBk+c@#}
zeF5D_?szVvz~Y>Xyt#zHRz$tD@udExTfoXVW$(AF`}A_-;|jHR$y@B5SyDjgZ^^9t
z18Y>;Iiu1;n_Cr~ucc4Dwn>ns!SCu%GKRGVJ}^D21v`@P4RAdujw^Xl{o8}rdkc-1
zvZhN0csu5mmro}aizAw~)ihH!YL;*e-5lV!wYTOxf#SY3`^sVY_Zw)bj4H2<QCX8u
zgAn&vJ(?A_t(LWtXm|PE?p;qHdnyprEzcTosN)70U{EjCcxx99=JQ{&e6W~e0l6Sm
zx9Vz4?J=X0b6M-4PvEv_`0`{q6#sRG7!6+F)+^nT&V;EMl%6KOrtHa(ar2n_GT~K~
zxA8|?*Q^$v8{%7y3{mgi^wtP@M57-*pDTUDeId)Xfg_LP6mdgq6KT~Y^hIL&<LmdY
zi%bPR)SLG2Q?{K}fgOq+;*Qg;K6k>1=Ck{kA&<<okSZ29XdKeF2e}Nvcsw27Dy+jl
zBe1@+GnIY=mP{_7hmJL!&<?<0LKxhq9hAd4Jkw8|Z+Y`NL6_5Bz%G|i(v6>BtU&H^
zU%&uK&{;kkFt4<0<E%}i`%(MP!?*hd;uZqn<oFx&zlI0!BaeepVM4iJs24|yT4M4H
zp%(Km3oO-ZMHpC2#K(|Ae~E1>#Sd{XZxslOMI4Q`7EB?aIBO9vgzY+(fyNiTg1FNs
zLTD#Q#h-LsXIchKn50?7KYDgKPupj=yI<jKe_oM{t?z*Dh}v9}bs)ZiH(<YR6Lur(
zi+KaSVFq|@382}R1AmmyI4g18;ZEg#Yjh94?$2|)y-1l<N3qXt&oK@ZKka$Y>=qhF
z?tRc64%QE7X`_J+cwCch+CIGwFiOwTXMa<j5T3LdP(9P@O9&3nh8Q_cRPGJ?ox8ky
zV#~;5E1+QQm%hoB>Kh|>_j#91yC%<M10P79EL&|>@A23TuZ^+98RxY5)m+6|lHKFH
z+52aaSh;aHBi0&eieFl~;riEHcR@NEOllQCwx-{NkFe^~Qqo?T4mLhkF+W{#Uw)_Q
zT;aT;KP_zeb;;%JeO99?zIEj1kQB~!y0ogBU4Kouzj8mFa6X@Yv*>IbhpSW2P)7nM
zjnOJ?+uax14r9Nf7s|L){UpWdb;{bawm&Zq_fwf)x{;Ocx;3h9crTqUrnShwbizH!
zK5@6dx{;^B`w!qxX7da_S9}}`kU8YooS6wDx#^t6F0HFHh)y^p{YJ9=|1PEh<BnW=
zwjw?_4$OV?>B@XDhjr|>l#D;2GSw_RYrbuky=V>xqcLtivmNab&H-Bbn&qIMtT!KH
z7>hM{`WhT79cy|qJ0m)7cBoLf&<?X-bDnhscVN0YtEFYwdGJZ=Zf^NLvimf;5-zFS
zn$Hb;`w=H1#7f@dl5#ilQx3`yZ&LdIoDcUFB7h@g`DPFojJP<ajnxaub&0n4*0hl(
zjzeDLhaJNuC1C=xjq6D~>j3$oV8&CPD?akZTp_1%QUPba3e73tMg*9@K7$`l-x!NC
z!he8!V1JOi5PINxrzxI#sf#z0viUu=$##TS6I8lj9XX~@_Tu(FujGV7kDhsO3flSe
zqE+pzyL8g*9VrzcUhM@zLD*+$oRkhm6OUgjd~%X-m-`*RlCg?WOGM@@nC<dRQ;LBV
zY!%R|X(LAjQ@Y}6*TeP`%!o>mJTC4{ODG0B;T)QaV`q7Wv&JdiTzX_`63^X#7-?Mu
zm!UK?E4AUsCsmZe6!jl^P-d-p01@)!YJ`(&uz-oT1X|+(hUm!#$6|<#^$*8l3^PR<
zm<`c0@1G2^>C5&F-xxv}alGIo?1PD8r3tP1QmBYW>|{t+Y{O;jKi|7W{D8g;L~Wg=
z>N?aPE3}s?76#Aa6Bm1{?mqxd1JO8mQ#7@3H+ZK%-;`KL&M}eT;tvzi+7@410aS~R
zcDQuLmrr9&76^5NLGBV-TJaJ(`x(p}R&ZC|&Ae8L4-&gIZo)ynwYKa{lf?6oDF?R{
zvY@MtyoHTq>UiVD3((Sytz!Xvcxw~RK-&9`#85vN?qvFpcVK(HiE&%-<f#$^a<8jL
z$~YeDE~r<R<ix<O@oU?1V@gUPgE}u*FQn>Fls@3QaK1<+<4Il!I&iZ7`X2y&V66)^
z_2|&PSg-oM6|G`gBv}NJ8a1BzQ9~Qe&y`*<i{G`11*_^-*D@MHhh-&Fo7+4))ERZ!
zOy~2AdG&%C<(K?csmY%8q9XJo9x*yB2>R3vQY5x*)eU1uF}5w|F?6kTG7kgm@O|n*
zV(t9fj?Pd#Q4=f`!vKZzRdc~sg|E-x!5srKxSHY+aB(y2Li(s35wVjtQ%Y7vpGnZ-
zX2si?tDt3plsiHuZ|n36BS<6%H3WEBa7OQh{lwMN7!Jb^M*lU$_g|S3fc~qZ&=f0A
zaCsr5f2D{h2lua}O1?z+g_z+1|JAI}uYV<k2oLuoDOEfwI23S6L=<qy0Fb`9p8%w1
zN&xV$azX(@{*ey}5Z;f{==f9c{=gNH{DC6@M+_+ajTrE|Zy^BeUx^~(!2K&Jmxm81
z{;(0he`Q7h`LD`DsX~6l$=1)f+w5!T^CPA>z<)I>2Ku9-n=^kmIy9bi!WlXyAaWMy
ze^t5K@YNB7H@Jpp0mlNafye@m835h4^b<h!%n1PhRc`37kbe|Fg7DUl?T1wR5pB1s
z(662INn=rE5zu6YOS0U6i=W)cEAzL3SG1@BmqfG?mjM3~Og!9aq1ZD995s>P0A^Y5
z_eo$@z>{G73{wL*I)~%$H^>Bo^a_&T^%G{2NK=DZvUHX@P<u}I%=jtO<Ggx{wNyt2
z#-Dv-4;*2IfgL5){Vm$THK99eg$h~~h?h?KnVSJRq~{IF9wyq)^O9a|C&lw#Z+Y24
z<EsV>xhfp-0caf3@0DXom3s_GX1A7uV@&k!mW?sg*{I}gG0n>5&|c7KzC}6tvfvN`
zmocaaZ&|p9@0CRYiI6d{ZU78Qhy_(J^qP|p$;`uLCyIBM6!KMTx0V2`w4Q*f5^rvL
z)?(W{@HEBs1I2xKZZM3_pgh!rN?bhY%{mhFu$<Jwq!!f=+~Dhko~XhtVLbc+g1Md`
z+kwx@T?%2FWKS(fl{GA<=5mFfCL`g+l?~aNf$oqCZyu79@)o|#;<q&vmjpb_w+rHH
zj?ZIwhg_jBTG{!ZFlL*iJV><R<~_VUJ$v^p`bAhZl3PfdmP#RkPbzY3RE8}AiNjxX
z3N{+A?DU7&h}AhXXPL;w1OEDX+=qRa@h8tIRsv!9f5S3smBZlS;ruUEe*VQ3^pLth
za_?-R9aI_gJ0n5Q`Mj8@2+8TA-J|Z1=Q@%)rLjWYMoqd24W0yH?lQFR+LC?u!vI8>
zXzqgFKYuP-VEqyz6IN06+7E(feL~wDLdjn>VOT<s6sas9I<!@4r_e&CNghA7Ye@-j
zF;i%*SQNQgUD`_lv*%b?%$>(6s%qJhKy#$8^IxHKg*{(glybj#P$)3YHvRTgu@6(`
z`a*86XiZ;Z<}N6%Uf<eSif6Fnyp+|5wiJ4Ln3m<B_i1P0Ov)>$<`uR-TQc$2s)vRh
zJsAyR7dZXQCj|o?=@zekOJR$m<Y9bw)N$A8@wEFJy$^GP(ccT`<atZ|0y8*-20qZ~
zXvZS$XRcTZ+P`X6pet&YsrpJLrNJqVnMx6Apr+&o<_I)m6;sJpT1IB3UsxqSYAU?A
zheqrzyBs;GwSD1xS@yBqy6(z&{rPum{dsHRq6I5hzbeJE-qJwBBeBf7HR&38`BO^g
zNXT7=!G5Xu@0ls#wZb~1%(GZDNpWakNaza_y+R&I@hZQ*IG51tg{~&ZN(QLE1q(2g
zk~|Qd7G)e6)Kk1Ngg+Xx4L%wS8!xdBV+dKnt^lZ9e{ITMol2n)7o|7`XqAcz^TZ-v
z8!Rw7u)+SSte7AOQAPn-29#Ku-r|~&kr6;C`8*z4*Lg$eSWOX?f;%jNW)Ra>Ad^`e
zng^_cau1S9rEXX`0O5CbVYkvy{O-d^p^!J;EUMT;|9rCR)r^<Q(TPD^0=ATbZ-SnH
zXEb+L_FU&@szVNM7CQ7mp~cG_#h#=h7R*5XiF_VwYG=X2FlnCz8~h5U3aP=Y;kfrH
zhnI>9L))049EV!mSy*EQfmQAv+Tx;sW23AVJ#o>g1k_B&wZvb?5~a;M6JKeBd_cRF
z>2nng?4{mGrrcuISFQXlbd+7j5wdc0g&bzWK0#q-YG!K1U*{2F6Fp5-;hOpBA6w`i
zf7J{@ny6>Olr_W2O1S4&HnVP@FC^v^N6Fk(qF3pt(^dizfNfs{y@lL&oOuzTtJOu6
zDNh~TQj|?y(Q=<A*0P@dD6py$fajFaRsmUmLPYB^X)9OD{5dq{C-aAQ2`I~_Mjzkd
z9|UNo@r}6O2g+3mj1`Zr{^|i?>y7RKerB_C$z!S5B!H1g0z3UQGOTN=<=gd=I1L!q
zfyE$6*CQ+J1yZtLo<W0*T8v<h1{*dXN_XAqvd2g<Dn6CtkaJJtC%n4}Bg|pX^Q-Tr
zD!WcbEaZ{8WwRWqqkuJ-)cHQQ=-7K`kHXf@a#T(CG9<<W`J$unffQixWFYJ05<)C$
z#7`3lNTsv^*^7yCPc-+bYUWGj&G8(l+7FS_{Y@RiD#K%sWGXCLz7<7{;HUEi^K4p$
z$qJr+8vvBN=%L-;;~K834pZb;oxSwWua-b^1cflT;UhFdxD_lBE9~h*aC@BK7#!mo
z$X3Ji$rE{pU`P73S|nk56OC&=<f{Aik0v}t8=o9b1V(q!-5E=w+WLoItLfjI&FSw*
zS4P?7oKdIIsJPA<0<`zIC)IQ+5#NRn{GN%W5*0L6P6e$EUueaMVZVy&M@}n9%v145
z6>Y0+NFTcmwpi`xH$s1VjfCBxo|v=cn5<Y<g@`~C$aYBDwwbABs?o0#9zAiRY?$_<
z6b>NQ{@JA{+|V}ArP4`t&Z~}LNi42HN={OYf?Od;`0WS;Y~|uL$GNs2x67;`hz-eE
zQJP*F6*vfjq@kXmAZX7}*bob`oQot~D4(*w>Jwn0e2|<0Ly8IkGUl4TI4iq7Fl3`<
zewB~e%6ptOD6<ESGR-BI{l0O3l)LQxz59||Kkz=XeE%Zqg8GH?wOYEF+T_pMlJ!pF
z{5kadjJ>3#aRZ7WZ#gk1>ktZR7Spfda~bL{+JHS)uh7hCL<}BB=(lQ*?x(#(D}hs}
zCjlcF4ss~b&w0PSijlAZGQHo6xoY4XJtR`Q4!gvrbU&ld^=DNWw~bWKS2x;LP0uR_
zqJLfey)6Q|!L>Up)?`9xSOU>&%tjd~fWWl!;p|OngB-eFwy{`vzcDfAUT~Psa`!L?
z?^3)Br@wu$6?EXvckA#Q4!BPsAvWre3rG)w1z}Qvhs$%i4|@rV8CsowCQu=*DQ=l>
z8g*m6x%n&n%^Z7z8~O`jhM!oryxQQrh2}HotHkRM?M(_He-b{>+-asXtb0KJ22zzA
zR0rNJheN<wKvg8Yb1c7ILIiwLi=$*Wh3d>!<^+O~KgK11c~YJ%@!P(=F09rsxk)^_
z;#r-&=3Vnvn5V!En5Vr;jb_&V295h~-R1gpIRKvZpoC99QI)Y*tSrkdFv(_6-e&Fk
z)AS9?E9>B=)^0=&6t~e&#A(y%hG*dEU~R<daAKIP%aVg~NyTS9yNHaV>Dy%2dG}ae
zwb1H39t#apWwN_Bu|Rokki>OVc3InEKgEXE6J=H7CLx>~y@UEUhA!`S)og2QD?SJt
z>KkP7nSQUr1(bVAZAwKNnE}}KGj?UV&>%+#ao<1rcuQn>OMn7$VUgy2_*#u!5{l!0
zivJW$1l*HY$WKItjLxI?#`1&=g*&3{2bq22kaisnWKMBU0ZR{^TA`V!X={S%sX<d0
zoIu1wcCx2=LB^=<tPtacle<Qd?8amqjwWp#2vx$umO=(jF_n!>cbz{9yHRG9;E}6I
z^@68+5*jq22rwiFl;UfyE-c7i+a%Bp!W8o=qL&@K^0}7K&n+x$ENr0Vnj_zL^duwo
z`++Dc5ME7>XM1>fm1W+7+Al{c`?}slE?}ZMeSH)@H#=jSTo1OVSE(?O?yn<4D-*t+
zzo~ea;dryMK7PP9C$qFWT3RAbU%BOWGLa=Zk+K}})GoJE<fl6=1*cKI^-{tLvJBv1
zZk*6cIM3y+DGhs#`*`-;CY--t#UB)$);-ppM=wol-hXshb(wS>py)K@nh1`vyt9a=
zOEN>J1X!=8V^7i?(K)Z&K{-#@ZFmlSB^j)JMG0Cj<sC%Ix=m?g(X)mm>}w;=mJFi6
z8}F2v`k<{@iWC4Kk^2Zj8^D#Lw@}vN#bp2$X<mpn5?F?ONi(vzcldR$T#BRgi8_n4
z(T{~gGHhZf*xTtD|B_%G!nfh2u?S2vPETV$b7_+lU|X@dlDyx~1eU>mwOZ~%(4?aE
zV#<C;;6$PMirgr<KK;C1h3s}Y;JdV@-GlpE>*H_TTN>!r>+G)QsUb^_p<s4FQH`Pa
zE<G%rto~Ma6ZVy)&D(OstEd8PGk=7>L^>X4Bw0uGEvAe>8i&mpDj2VeDK=_Wc-yy)
z<{Jey@A?}Gh`f_3*I?#~!!8EMKdQo95YHc>=~0Z6#RP~6eLc~<xmL@W^@`)?HD=8Q
zz*ggc?bI`|WbVA|fNrR-lg8e0UC-{>&#qb3oI*TSl6KMW@x6sjP|XY3zj5@`a9N<7
zlEZc>ThMx;3vI>@fpCTMOEzrUe>buQ2;?1sqg0l<$LK8!ZQk9Mwt1^&X5q+0Yh-LE
znyVVzTspMZYneedkY5Hm(3G2&rv54%&_r*TA>D7d2hU$heLmmTevfk9_ONzAg^(6k
zN=03|JYQ|lyPhqsCkw(7<Lg}(v#q<YoObBA{dAVb3ide1-$v6N6h+Frj)dQP;Le{_
zau2}XfejUWil2hK0P#|EWb-hgZw;|>r~-$+JwClZBR-~Wjn3%azoK_`?V8a#Va<{J
z2-*>E`@DYh-fw=TW(t^7MluXJV1=Hd7LyVv=Yt3fs4;>-A(9iQ8)z&cqOEgt<rz9Y
z$d@+}?uSlb2$2aVplTP6tC7mrjPq;e+|vh#R(ie1D}!hZ=)&T_$rG@e)VsMNvUq_a
z9N^7u+Fv1gL&~2>R*s0l<nakYnowE6GMZONVi2zZPr=_E>>)A@s<Oe#%7jofV5d3<
z1@ek9yUhzW!kUVxnIf&w>r86;qy2>OH#XzZt=C5j;YJeV!>tC{Zq3eiwTuI=r1I7U
z`;Lh2(;2>%tq+biR9FFRKR^mn7r@09magH?7cBX`RTj(lt32nOCtDPe+t|-T-sgk0
z6id;2)Uz`<btPt-y$wolP^y7R$s-vZt{OD%_r9s1pku0wbjng?N#U{?<H*PL@F$d5
zgkk5Ui`{nf5(FfY{wA{oJVX{?<{0Rv;!QQ3riRuI^rW^y&uRN<O6mhd-$0|#F(VI>
znhGif*YxzbOfcVOEv)OZotG52m`{5bX&70FUxYgufdJ(*e#2`8@TkerM#!!J0h0H%
zB&lFP=d?8=-Gfn>RV&#2{5Dg)d^WG>#9}H5?RjN>=~2+2N{!8+i+qq#eW7^pvjw`3
z{#WnQf4+ZiiwVSyGhRJ(8uvx6%D~{}woBu|YBZ*au&zWU)JU}`IuU}unDKm~?6j1(
z+txiV3)9Ee_b!!YnuVmBzz)=|WcVSckz}P!akBY>B>AX1x`I1DxXPT75}BPRXdmx%
zx?g6)&*9ykk2gbH^X>(zU$48RuB<j4Y_^Xg+c6CwKk%t#5x@4Fr8Cbv{WQfs^|lZ4
zvOiu@+iLxRTHhxPNVUBUZqOE<l;~)SeU@u5w|PWrYNAb}87*t1s8%Pl^l0mnS2Zd+
zQ!I^~>-=v5H$@nA7cG1AL2Xl8Ae@hS7UrGOax;j4GfWo+!ih?A2s5{5ULsoSxg@L3
z;rBs3nwYPCj>GP_A%jewlZj=DCa}ADlOuP2gOMFm?o`zIbOG3I$f8wWXq~TI<cN?b
zI1mj+5bk%8ubFD@6TlMQFdf?gcE*um;6=oV-7#Tt@8HWisw(kC6Ll9tQ5Y86Y2aIv
zi`lm2WdQh~9l1^sAhsCA2sQ(z^1J?h)Y8~@CGvs)RSlP2)8%raj7wKv<QkWBHsdvp
z@Ancc#+%4oEvmdk^D2QASC9Kb$6Aw@0+qSel2dBDLRFL}I?ZBn^@?#-uhi2D977HZ
zv1v`!<y*yh<#zp6DtQ3SNe*(!pEMCRxpl;+d`b#CAB_FELFOL#k^d=kfqd2W$>Hgb
zD#O8p=PlKJ{Q_dVee?plxnJXIgUP1Futk77_+p0M*qBrALj}jQhZwiUT#IF&oj66M
zzv@&A?NFqZ3l~H=<{FPsApGJfq#7+GiQ9Wr_NgFxom22y?(MnW(f+fs?d;^_{QQJX
z=!}-ot=si<3H$yt>oj*cI0!Tv271>6Hf37=Go~6mjYF5Ksi%EKQbJsVTIXB}#n3|X
zg?Q^v?=Xl3<K_pSIcZ8XBo+YcB7zdAc{#jIt57qZIZPv>!-4`0_*Ds+`rg?YQQNLm
zZ=M5>44cv-KmMS3{ppd$y4`FH&ebeS+ohZ(v7L4a(G>axa7!~<(sHmGE}z4m=yU}B
zTn3iLd^?Z?7TZdb*K!uE<r-L_<(lr-U<L!}#5QYHR+}j%=4)?lZ2UGijL(K7T+^%a
zm7s`PH+C(M+t}9M?Z3@R;^qO90>wh?YOE>~v7H-CqD8I9Sfi0~>ydUrfFA2&Yic4j
z1RBu6P+>~W62ruG!fWK2Ni>oPL<n+*^>?JBR!rcenK`7~K@g!IBwRqpp_(?Y%mSnC
zP<+mp8z0IJ@Z(b>GSr;$>a9+b>r<_ey0}b`^EHSJ2EH5qp!9i|O@`|A**XuUf#qc-
zCf`Ya&bp%)yN$MdvC09b2@X{GyNoppxE)sD<GJl#Y8+OUanH+j(RK2p6KHM>`iL*D
zcile%q?7N<Un4!T%XK(Pqiz3qu7nuor9VK=cFz60wAIr&AQShKY4b#VtlEavOy(>C
zCsg>@o}9X{xUUpkkn<8pS>Xk(_}nce^hD&)egkIv{;N94x_ssMx)kl^St(<2I_TAE
zfwH>-tJI}_?+-DxIiMgUDX@s1Z5^A>7Y3hifS@_WB{i`mbRn5q*`8nsJ}@JTQr?+_
zqEaY@pn7A-z%Ny$@wpmP%D#jSj9QO4@FC}jJ?iXVi#5_%j8F*IeS|Ubwgj{!B4HvS
zB7jJX$EJ~M$Fj;>K5K`+4}=)ROVgy2TwSB66g0?$n3G!56bo3~QXdpyzG@C8v|FqE
z=moOB0Llwk(xTr^9u{L|e??bEA&K7Y=a@xC0=*bRMjxF<zUh52e;U78JF3sKXXPpC
ziv)-MQa*rpmByG%K{2mLCb4A-Q?$`9!9XwhEmv8BxhcW|6iR0X0vu`V226*DZ@|u<
zi*m*yyoUq?%Eb{A1MN~}(IaR?$jnQ=k637tkkk*xwM>nw5zH!~U5U}NWrfUKI#0nK
z@3H*7TK%?CR7U1?^}|(cv-<R?#<gz)GuX^Aq^_~1IA`HG5+QZKoDtK*rqn2Wh^!*?
z5#d9G_JUgw)6eroWA;TupNGRsix?Pq37##Xk9`6AUBbsiV<;lHa@N{xbcaucAxP)i
z{JH5o)p@-2yyg0w_0Gv8WpL;hT!zS$I$ow`Y{=Qa8exH%Bo-i7%bq$7<mTTvtLTgT
zwtI{i_z0rU&y6e!c{VGU9F2K~zDdA_v!7czF$HsWMlrE(GpmOZJQ^SvU#N<}VAZRa
zER?qMDi-^{SbGO3Nusq)x6ACZvuxY8Z5v&-?Jld!wr$(CZFJeZb<RIC=lpl(-aB_@
zRz&XH@#W6Qy>@(SWvmt7^S&&t=9bo}<UEWITSju3AG;T9s7l>htW`>04z=kSP}S+r
z5A71)P9ben;hlBFnrq1w?jJ8PkKHx;5{_Y=_XMSGj#_W^)m|(C?IpyHah@7?q*+ke
z5JzKvPE@{CrM)Yru<1^;P#GOMz@dwzNTG?yVF}CUx6WX)XEw;}a9pC;Uhuj@*d6=C
zh@uR;xuBTDmC=VpVBno>+b|;+tcHL1Blv?8T)8SX74zN1xk+z%_Hb|fo(tJ&E%=!u
z>Q0csqz7HFO>;pvH+dB!><t-)!j$k$htB#wcUZm(d<pm1<XV3H>b(v}M3<q%C#j=m
zG{|KL5idlGdsz_3JQ7XTlq^SAN!Do5F$%feyJa=IN}zIG1l)T*#S`{=+mxM~%iVyO
z9n)xbTJ>5UL^$eo^EASL+#!jk%JxRR??m|-RTgeL$oHQ&(pF~QX|1)ojLT(A3F|Eq
zVqC=1g&B6~S|V@8gEI4D{f#79kpO>s*HI7PwN1l4h`ZsAcV*&fi31qNq-d=O5U1z0
z-jJA?=(QJxgnNng4}Vuvsv)UKl+?1Y#I(RUKiRN*#By;Ta-(a#pIn16hA=~J&;O?8
z4!SZYQo+-tVjd86t*-x3kHJ;M$f;>=URY}c5X){VD9MGM2hN?*Ur6JqF$V*XU32&D
z&o2e$o)dGR)nG{n>l%TL#LJz<J==%X3|KX_hwFkY?S+;Rhvtiy9D~TJE!t$^QXK;E
z3^PaDDc8q)K%y)wkM87~RX$7DSi1!z&{o`BWn8GEX}#tT*VCXf%i-sLlI&RvKc#$t
zCWG#e|6y1@kBp?7=Lsd5<24*AT=bK&RHpAgonVh|z1i<bT`+*EkE$5ehQ)xPiDIpv
z3{G5JE#XMT{Q80Ffg{4hrMAL4ZkjIQB#JBH!r|;&iRhTgCw{unl~kA1*sfN2X~&}W
zWMc<)DM93Vh~-K-_jYYH{uC@^kU|^whJ3KO-ut%=Y<mmGYcE@<o(kqK)DN63CBC#^
z179?-u5|@<Q2hxAdUMAXSp9w%dsIJVSEdUx<r4W^!C+`q%KyG|Y5UE}{X+CFMxqe>
zWiZq?ZM9dF2(dfKvaq$%j*?XUE0|SXB5^TS_C&Yd1t<L6EbBQ71;|BT2h`MS(JM9=
zO!G#g9Uq$EB$OStkN#r9c;;xROQwPjiefF9<LjwAWB5wh)TI(}E4#_l%Oes_Hs8hj
z(t?qU>`tFxH-q}S$W%1q7MVi>0`Znm2PhzGN`m&#82DQWG-JX)4lp&!-NcuW0QP5l
zbX4;X-{j~s_XY`jz^4Wz@B3oT0vN~%A7(&KPBMykzwEtn<cqvO_0Kxa@W1w^3Sm4l
zu|3(a1Xkz6H|7|Iny}Rj4O`L9c$%!a*u%98tW#EbznRmk;jNqYSirPuWc(+;_B4zi
zO->_M?KevX74lt^bCC<l=j&W$4a<`!@#|Y5R_e!E1W~j(Bp$WxO?BLbbx-aVM|40K
zI7)~U@27fGHu4I<6P1~9)Z!Bzln4nz_dY;Q2{=#y;e}1Zuatq6Q~{OWE-IyN%naQc
z68DoEJ;WTm#A1g|lxyhgSTfdeiIc7!wb*iF<`?I(L-Vz~txPyF!*+Ic)8z%mV4jM%
zq$cdCvV%rKiBH!;5cchr`VS6~biUq?FEf#jBr~J~tf%y2_X*QhUwZ2Aw#j&#Ul?Ew
z5IfM%wOSEen~{O-wUr=5*x6h}Zu76lXCZJl%rCy<j)%21H%sncf%hJ!)8&`tYSrJq
zt#X2iLqE~fKCyo=E5J?vk4dtBusgPf7WmNI-2XvA{fi_M7o`$#FgLLJf91&jLG1jC
zBjccF`99146i4>YQ~!TcWDMWD*8ej_#>&W!Ps8*LLNU_Q)8jMHGtmDh2<cx$*S}+A
zYz*xG2|8l__a*qxAld(I3I2a$WdB&*@74Kl7#SP;ci?}2V`KaWpY|Wyzxu5IMB@Hy
z{2%ZCedJ%CvatN)(*2|T$Eg1}`j7F9|2E5iME>iG9-oPw<DVm$n3(?U+~42*PpkgF
zhJJB;&*oo=Xl~_X;(-5;RB|#AHu(n0z8Ss$Fm%UfWME+VH+%PQ=#KfHV4&kSifCXB
zEgn{(=543Ei2BvJ*}UpC7Jg#90oQd{%fJkE6R0@=xo*rxEJ{LPaAeKDIcX|XBi!WY
z1;zRsnzx{FPfUyEcaywzQ2R{Z9GyUAql%^FR}Rx(yoK5&m!9bPGijX3$8YH=04s(3
z*NNv<hv(Fl*M{SC>y-`gPkz*pU6JE}%c1fl_^JsY1tg@>Tw~Ig<-sSAb~7N|IL-Ps
z_L{qq?$S5p9V)yLYMj@T{B+9EZiqiRZB8$*{(Qdl-joRC;A^;;(qwPjHayqp`gjj5
zrm_5spW&qX@v`o(J2Pj_KTi`DWXiy3J6vDFm67OpZXooBArGyEMx9eNV@&72RMr5l
z#G!NZa@E*BvU0n9xa$oUEsiG7PhAUm>lrggzdkk-j8FMGfv>NCMP2ir&j$Xg4?e){
z`&{(McKGq-!E23p!^j!XWd--xzeAH<`*w&fzlF%3@&q7hgC6irW#ev2jlIy43%V$_
ziL*`Nzwm#4K&`yxbKUvRYL6QKq1vXL))M|I^-lX*VUinru`IY)mGp_feeUVDyze>b
zf?_!lq(d`;vJn85sOrWGR394i!W?G^;`-wR;Vkuno8ttiRBVWU$1F!3iB&aZxg5aS
z!n`flmN@ImJK(BKdg81Y2HyydS~=)irZgsE0sQHRc4F%qo3a|>38#vLs{?!5<8`s7
zYTEU`lZ217XKmUSczm&Ze&u+<*)Irn^96x-<l_zyyTRxh^}Yek%JAc@y0$e!cX6B+
z-^>?wp^~-m4OhD+x)=t+R&A87wU8BocE*%vnWzB=wD!@6U~)ZZaj90ex4N{luIrp~
z?meNnSJ<DE(=^Y_h3(x7h^{i{BEj4Lg!45OiM}t<{K9N#p*$9Xd2p*MVU#16a6q1Q
zyouT6dIx^GrYWavEgt3Cuo*<(Zy&PCR=j0;rtKQmy-?CNaEk3bc-nn?Z_4h6r|)}%
z)tlhh_u;PQB#Rvs!0v-z9qnfi$mp9c<^uSP48lhfh}{^y2XP%7vkxU4iEM!#m<{OK
z%_gHBjnM6pjLnV3>GsmO3w~f#?>cvc>B+xFd2~yjHoL)e4?|UkZ(Loob@7o9Fm``6
zY1wMjwXoUHoSo{fEVk|(rQ2Mz<aS#7SW>Uey%&yjv@WyhupO_h>UA8!L@@!*EG_%y
zC(V;p<XY+JOUv>)Di-wi<~wnJJ}}g?82nBPnz5W{Y67Q7mjE6m#3z6itlYN_ijy}T
zavO)Ffgn{E#U39?DMX`Bn^};z9gr64KxB!^SXwuU+eT#B4`Hu-PDiO;CeIBQBo~G!
zQsu#52}+_j%yXX1!I2Wiq|;K^GHfas2b{&xRO4$2$S$O%R;Y5RDMc2uvXY$(m?vha
zy7ku@cb{C;8P4jHqo`qMDpM=W5x!F<)k+^l{uOQdO!?5K_3IMWG3j2-);5H)jhAg=
zGhNpj40bjQ!9-<Z?NFK|DHiF(j0)pS=;cI<mdSzAW7o%e4As9qI#t?_D~R|L1cE16
z=MZLOlGoJ}*vcSOMTZjKYBen~BPIarsu69KL+6GNH`La0O<ZuKF5q}WSc*yeYiI-6
zRJ@5Y$u65EaM7@3`d5kB!y@vLP$xkLOIX)J4t9e1dZcJ(+k-kG5(%<In`M+q^{)bN
z#$FNX1e23G;rvuYr3uqvKR*J`nu>Kr+N$)FIl|}A@N*I@BZbst#Cl`}G6Br-i@NB&
zv-i;pY9hB2iwQyPBLZ4;10@T?rbRw{S}D-CRz3(=Dh#AJ_HlH!N+)fXQP|&@WE?u;
zlO-K3O;Af<My(FMEekc=0=C*N5q`5{$*UW}B7T1r^DcflCK#9tpiHnwSQ50_+mpNX
z(^xAWCRWi{_sVl0Xdg>ZoE#m%M9k%>0|6UxaNK1uu?%aHGWY*3%ol-*hB<RYcFND>
zk&CGa=3?NHG~rr@rnF7bqh)~aCl`0AT|+owre?AplDYf_vq+XnEh}HwXRTeF9yH6=
zFKJJ|=lHrBO^lG&hVQ1?0-<#t5ZpxR-W5MQ&;)h%7_e3&H5qNA1<tnVNB<0FKTE>$
zcl2*P+4NrV>e&3Gl}wsw&#%UW)_1$?%qZatX=(;`u_5~PH|zR!3+OU!bj|btz=3kY
zY_9V?Guy)5h51z4T2qyk@cPoGCC<-l_;qWZC4rbDa|!0*`uWoOXe{mx)U&t}&_aE2
z0Z~oyT;)}W7*Rii!bQ}a17+F3K1rCA5ap?TeShF1f+8+;VS`)4gfa*XL)>PDe7z<!
zBd;0Rfy3cosTE1yw3&%k1YAcO)w@5+;SNlj)RYsZVbclE+z@neE!hB}c3~s?gH&TO
z=`5uUd9;AEdelzFg1GTx&x#p9@B9ry^BR(3HObhS+v8gw+l)<D0qE|FA$#H<cl|gL
z?~mO_<&5<vgjmwQd69@?8;}jZRCpb@<|qcYYW&B1QvxueBiu4G7Btb+);aKJOs5Ri
zGgG>-I24RFvaECqyJUQz4|gja$c=1Hny`t*;}Qll316sE-Ny<j6Y15haY}7$oR6t#
z;5o(9#PW0#RF!d^5@W}2L#WEeL{_E24~SmEQ*RUQgFkLs5<23W+Q2io@F`OiWE3cL
zAXG!kTvB1OE2UM^aFY$%9MpeR?T->BsK&i3N0ixl#)o$A>j?~G=-AOFnh6I3_Dvuj
z#uL@*F1PIDXuGGi@hID{&SYNp@!3cN#9C_+o5_F;?RA8_PlX#Kdz*ALon0V`bqiID
z@<F38d|7^#_<zwx33|4^AIVi=d)Hjl2#3@0l<L`u&TSFbK^&PC#_NANOL)+U-jm0h
z6)G)c_U(J%3P@}{(F=yR8kI{?%vl#q((>+k;}UgAQfG<3l0}N$is-vJMSfS8{lvE9
z(3NV7Uy#t`Z;N<Vo;!T)Z&(NFHWT~Q=uG+~zM=_d^?cLj4V*r0HY_**HS+zWJ|Nrt
zz3^242AB8_Lg9^dO!)FTqIH0CmPEA7wp|z@v1oMLo}w(>W$t!aA8%un=1W<XE&h7g
z5>Q+8iQegVuHB{_^(DAdA8#x1X)Vzf&9k*k@5DMczarG8qZd(5>>g^)HKCm``wV|-
zg1af=Jb1%(H90{i48Y<Srv!$Af{FkJ5*$P7LmCkjL<5GBLW6|zM=+5PHy8LbiE>>+
z<_BaHw3MZ&K|^V6PKDc+votSK!&6C^hk}4o>*tTxefrdy3J}aI&Y0)pJ@z>=*?KoU
z+H`*!GWu}>GvvO{WrB9ZBb)fQWYCSqnh`)T+9J*s6(P%O$ZiPz8^|3Wf_lh}9Fpm(
zIFm3=oR~BHz+M~h8=eI)pfOFiza={(yFT=gZIcVMU_l4MmtXfaN~dF&$@s$cjz$mP
zN7t(p@0=l6N;{=uS9#dt*ESAJwj+A5Z)yQN?QRb!dF;TsMH5*GWA322wGL0VtTDAN
z&4I!d;LOU=us*qAF~ai9iQxEyb^S4MJpwxavhqYfS+flh0y9O!%H|KIPo6lE&irPB
z5J9oFB|9rXM!x0+)zyEeV4X4tZo5%sE~EqKxZ#?*^4rGPK3lW2`I_uFFmx{ZrAI9?
zZp2(c^Qy5vuMg+^n6{s3x=&omB+IGt8wb(MPgfsm1mX|_9_;6>v!>Z&4p}736jV&>
ztr*6W{IQ=;UVHTEkjxpajY6PKna?>Kqw~fg^I3}DLrVh1-yzY~72EU1{d1HEw$k1~
zbJ2=;#6N!nI-=}sZfYB+!ImxPyLw*U$OW-MC~<Rnk2J#R%dg-%&LQ<UZ{P4-Auj82
zxlacl@Ie;bb+@rr#p9L?u$ItTu{{-$MVj*IP~D!Lq;p8>f+S679Gu~05VGY9M-~`F
zu!|&y6vC0#YebJr=Tf9dh6s<Z*sGYKYqMqgTg_NTJ#ddOmJuLk+4o@|R2>I6&nWnc
zfecYCHayNKLgv{SP~S9IO4L-|R1xC7GE$a&V4uY5AWs;4k;!eDmLMr%A%@p`X|I)d
zc;QjT$+fR2he!h)cs_yENsR0=pwSw%jS4%^hj9c-aMwXxB8nNlG_C`1x!`$`P8bFN
zJE$3+C>f&Dx$W@2a2Qq{fxHLAZo^>H@wq+ql_J^%xQn$zEwYw_`j=`MoQr`Y+6&8#
z%zb|efPLjzCjX)XPnWM<Ji-9Ir|%q`@an^e*mn+dO*vb(%&SZbY$nm=ve}>0pPA%H
zinKHNAU`aSdW?<b2~ttbTr3F}Yc2}fD=nvN+0ekei~Oy$*@W(}#LZ)DwgK~r!eUWb
z&Ywpaa~8A75o}IkCtAeT5i(V5tAg;@hPzOl?MqjDYfF>^D0?%&a~_s_kfafN72A&t
zo5{a{?{=Wa<@3KIdiEH<%P^q5DbTDEMxTjfI3ia3z<KC$fSgtfY5CboOD-ho#nnNk
ztXQ!cW<lTm<D5?_B!T(vgd!#}ryNzzeMx+*-_f<sMXB=vHjz>|Q+HgygQ{`qrZ3N$
zMws9Vr%dtWVIrr~g9q=Xq!(*2)@qR}Y31$)V5`_x_(}y|jW?m#sVmj(98%y7(sBG4
z#p~W4!<4@1tm;kqr0XV|+`oc;w%OR!wx3b{T@O`Xy@SQGldUMm1<L?6k-KUNHF*Qp
zi=N-@NdE=x!A9IP6*c`U`7)u+Z9u<MO-a1m=a-*K1Xf2{QM&W97LGNTRtGMb+ykB4
zQYLgoW$s<!(z%37Aee4dNms<%Z_xuQB9BXdw`hGfy$LdgV&LP=91$1Wd#+J-+B};j
ztjJ6dym>))%nvE-4FPYuysRT_KRN`KjhX$DuOqh(^h7PPnrgf|KO!>4*<)uV=RD`1
z!w<-_$OY-GBc0m!%B>~lHb1rV&eFV49sS+$oEyQMn<z_0GJ-hK&KJvibGH9_6nVm`
znDtSpFLK)2!X@|?iZl7yUu=#Hf;;}M%H6MUE$xNgVUG%^EXD8yu@bhi9qRnR{X`>4
zX_c)nn^eD|*9bPd<FD!}LEwtiuMPAmkFB2JlrMSt(W)bz+#{eNNhJ>x9y|Q;eea-G
z`rfoOuNrBsxQ|^cD(Cl!-C6s&r=kh2d;BXT{}^WYX-8x=3f3N)#i08}=#=eo_Zb(P
zk31<a<j1KPACy;ELm>->Ws(o)+U+Dwp0j?idWe~(DARyu8hDuq(&Hj=WbrJJ{HM(E
zuI6;$VGi0t3dFBm4y+HqY&5^wA%->b&{<I!mQg|LTOEiJK$n6|!_%A(*yoqF^+(E(
zx+givv{VY$&^yO1Ip|e?%oTy~lkCg2o*y&zF(GYV`w2WAWw&spP2bZS;QebQ=q_!h
zSVZ1p2H^tL=i<sNc0c#tPeV>*kLF?=-5hR2)JJ&i31Qzn(F>DDi~BLq?Z5@H(9c^R
ziX5V|hr0%00*oW=#*HnVLYp_l+m7O~pJzdAYS_CY#5GnDBo1(T3wgNXQ`cik4?h7!
z#NXO=OnM-Pe2aSA(B8e$-qkIj=j!{+s~A~5BZQsfRGT~$?yK1F4CQcuGAXPRja<y&
z1MNKqHYPfO=38_+gh&bg@-?kJD-JcJf<^7{>yNmIZjk~y1EOP{d8~MjI0Me|SWn~C
zV@IHD+l4f81)-m&h4bB>5I#C~v9t__Or0)Bdrvm`kfy}wwef<>;&dUXi6Zon=}WXx
z=X=SyPa15vfUo?CJ5Uc>P@}_F7DQ30SJTw|kNG@<$L$heOFcr`+^;*O*fTa|yc~-n
z9(d0i<ur4bLS`?=^<GswZDheWZ-ODn=-$+ZP1&9=8xxc_2Z+`48g<VSp_Djqjs9Eq
zaU<$-4O|nA!MgZE2<mM!jow?HB+aBlY8L86>T&g?I%-q*phJTs$|Mo$L~0lfv>N4_
z2{Q^a3Zv9v#WBWY6F4a-DF!J-DS~mUBn@gN4bvKwnuB_2vu`zmVa7y~WRg&lbdm@Y
zXem-D@NwfLrzGYi<s_6O32J1Gcn#8;NHfe~#w3z36Idz2@n1;_)I{HpI=zxf{7u-U
zxX0;}a;b&X_te4bVGS`yZV|=<sX^3V>+g+D$C1X7`sYGP(n!J!*`$c2K&9xCvZ#5~
zarIB99Qejv)%!I1)Z1#EzQvmhVWiBGWT|thw@pt+kos<Ek~}po4WLX<dyoe9jA}Kg
z(Go=JAkhMYxf!sNevH$g@r}zQ0jMXb^=h@vT8A7G5BaF|>a-1B0uC9+kEye3wGCTG
zZYjpWlJ2OF)jua4k`9rRVl<{|yapW74uz7GsPSq#rf;ji=G3=$WfB!IdK}{eR+wdg
zCDbHsQGwzJO87ww{RJ@!BOVzwS%d4u@Gtm*5S1UdJVWDrE;^scJ<E2s0>V8PkhhNC
z?QcE1Q$5|+9EiDN?ezM1pj=5d;_S5gXrS0gHe&5``dFaUNdAbo5bo9mNg>fnw&3q}
z1UVv2NwO2|HUudl$x5;l?6w3MAw^5F6Ykao2_eBrvf~?c2YDksO0EzYGzaM*xk$<*
zg_8skU&Pkv^sz!|k${p|#nou^kwO7TtYT|)`#7O2Nh;!MH2Wx_s7NYeYqa|qp`=Kt
z<7(9V2%%s|sAK8%`naJSNhadxwfd-`m`EmK>2>;;q431r^!hxJiX>AAcXgl=NW|BL
z<{o1kc!;gxCI08Sasl^z#2@eyUqW+VvHwTA|7{k3W1YB&H{m3jh35XfD}Od+w^OA-
z!ZO!lrYa$8N+^n~tO!yBnSZ07AsKE6j1dK9)bop8QpIW_QW;e#6;Yr4+Q=G1RLCDb
zK}dO!bV8pV5_TX7D2MN)7%82>TL5ncfD)ifSxYgGoDVz$;smkDuQmhbG}J1K;SBnM
z5AXEjuK?E!+6g}TfgdYAz}R0p7HCeuG8SBuLQSfO<X5hCWy(=cxwg49)1k#AGuZe2
z=@Qm{21LP*HqkY!8w?j90G$1k)GqKf2e%|*eCtQ`e$p~Ojyxc_6WU@|TSgv48KT<H
zV#h=tRZR^j(f(K}2gwalt@}s3y)1}C4xu<GZEOw_V~QI>F%n~{IzpfXnVo(eFgg5%
zdOZ*oX}&+0u)!oOVeg$f6+{+@iHaARlIWlr6Jk%01d%8x>~xOe^>#hYJ)P*6Uw5yb
z`WtdSU(eMJ+jV*PxJg!73-%Fuqz^csKbg8`<ZR3i#5K=S7s$5ZE#R8v8QLq1Mo<5q
zLp0mqp5hslyKhbCnt_xL7%u=~hqq~?|Ae+B-*BCwS;b202(2Y-6tKhD0$yb(1=SKT
zI=+L{0!gbs?rsN{VAhLihm`?LR(l63I^4@(hhiz#V<3$S4ABczgLlzC)rs*JsJ)lA
zMrp8sUUKk&X%HXO#qX~^U<EorKO%g$d$|F#*$Nm?+XPerao(f(ElUnw-Xp2q1l&vw
zF<#SzLJbtrONg!hdlr};Z=!!qdxH^TVrY$;9(m%&d@u9G`;YvmUQd0>6yPnDDVqu7
z!;7g75K;;=I#a@woD5E-f{gd!lp!iJ9#d?{ooDq70Ej4+84wfnuvox9vM10$pS<e(
z&l!PUox_tp&~BCg0{h2npid6nNuXn=06|s-dh`=0*vjg^a!1OwFX20R+)lZ*H-YpP
za2xvfn+DNOTS)$yLs}f%(n$_M-2_S;eSBM(V+>&uYSC%ZmR1rVm45=?fGxrlU}mrr
zbPq9xnU$g`q?HaarVA*=5a)#xpBSV3AqxCN%ecS3WNnS^lj>acu>!!ya6f0=kXsTv
zIh6EP*O?yv@WhlxG_v)akLd<}tLdMUdp-|ZP<cMP-l@pL3|sC2Ed0(|E>PuvCU?S?
z1yJVH)rEc~>H;U)9Y?g>foUg2YB9$KIid;>+WCVbR9j`Hu$!Du3{YyJlY+DRgDC$v
zwC{-qVU^YtV6O2azhE{pBPPv;IP7uEp>|2?or083^Fu_ScayB#Y_$6@`<we=Ni*}g
z`_8tkr|o;Yfye#CwQQ^1?Z9*RqSxYc)R^t|9(2yI9HY&5{r;rAeY4ig{TXs@SykQA
z6-m3$_4~5Yd+GsmxmY{<dV}bZV0l;@@8((P5op=F%2V5w=A(ftiF3{RF{!ZIWnNLF
zz1KPOjz!A(FQppPGOBL(gkv%_NJB&hogMG=OGaU}%hH?}m(giuW)q4<@$-d5*A?ip
zJ+0g+!zcHcbI`fn0>WSUKXP0cEXrI6EYj=KjWL#V(^tD|la}pn)@0KZRfbgv%W!w(
z*6r>MO_SWJ>lSdo1n$_aVU|s+WV8XTtag=b%L_}jmaR+Isf!nsj(pZ6$EX>}jx_rn
zf37t9TxpKl(QY;btH8AHT951}57YXOP4B$x37HyF<5JfmM+B`s4m_+i4@9l&O6wk@
zM=NCrn^_g;=Ey)J?r%K!@z7yUj(((qRPk%-OXFj>AzT+EM`4%8EDeK-o#)>pzK-lb
zdb`b3i#_9f8u-jB@qv9TEXXx}7&AXxe;RjFSfpIehk|>z^(G%u-3EIh{uJsG<IV3C
zi+hud`Fr0Q-%(*!F>QDUHw$qZ7#Mi(-wA%={Zjkd0`sudE7+Ob&VPkTJ>%KZe!jV(
z^FVtk>v614)|t;GHw}OEEn@Ze!KI_Sl1ptlu+<})OUo8{Vu@)J(*u0ExPAV9sh7Dk
zu|0T;aYfMf^6_l)Iq_#$)4+jn0?qpm%&>Q2aCDZ^zqc*8tywLEuvM|=DdWmpX*nbq
z<r@1GEKFJ8gE2ALn6`C8i36BC_KOy7m9-?b@J4vUqRQ6;s^y0)11pB{M$%K)?Slo!
z9@(jLC`+Yp7drDslqxrxna0i*vPMjk65ww{Z^-SV?hC4hOq!L(jY*nOxKy^yqL#Bm
z*J9=kqsThNUCS1;)Za&?gDCs8*V4~JWeOUty5$;7fCm)EqSX_I;sOtzqqN3OaAXo>
z%#op#v70TOgN2TwZ<lKNKMV+ylv9(Xx;)l;975?0@~su`2r@rarl5R1>h1(hibG&M
zbba0o^DuG3N1yo~9&pK2G=}ZpUoss{k0z!}j@zi~xjX@;;4VoxD=-&rBXDd`_PIK$
z2TiepX}_>8^GHCAC6|9nF*V9hNSTs;%f^PIGgD6XNf{T0%?_3b&rU$6=<u1Dl9w-!
z`%d<EO}kH}_IFL)O<cXLr($k$2|98mA52%DUa8HVI=Tv@Q)4YOTSv(1ak~zaT4szM
z3=u7<+mG)p+-`k)1SoGixQu(gDYoKG8CN<d)zND5b$VxLeJveLeQW15zguIg-q$^#
zRy}mS`M&yYA9VWoJ$<p}kk5<Ei#C)mQvRK9fzIwDwHg5TLOQR7Q`<v+X0PfwRFB}j
zH~h&PB4rQ78y;bgsJbuc1&Y4o<%LmRgLJ&B?FC6ygUzEJQm7s<s2=24gJ6~qfSC!F
z^+LE~fX88nakM8r+5t(4Vxos(VgQ+E_=(wIL@7Ir(y+_ikO!8)05$nbkO+$&5jj?r
zXDA<zV!;r5h%gLv4<iu6LOzO8IS*LjPd+SSq$q`GE~r5eg76QYXL(pUZoB?qLUw~b
zATBHVqNtkXT!EYg%H1?rqKE``|NUpOPyg<Hn)jc!d)00r)%zH_{pIZ6&zsQSF@5_G
z-x2Bd;h%YYLbvzmeFBs1AnEp&-GHX|)t*Uw{Ex34u?MEFsk3_L-Jl_^mEJ++_J-Yn
zWA??K34HuMo_TTm^H)N}uIX|60#_m+?D#@zAh!E$F8X9)4S#Ue;5_ZNx1ewL@;tL%
z4mI1MUk>23;A{_AuY_pX!!+#yo;huXWLgmQ`hPxCRt-BpLw7}5)`IB?@^$^D+qrwj
z=8c%vXR1;tFS16ur903Y>5la!_!9gKeusHM{~rcuL3sF2fCS+YJp5)rf^hNgf8;_y
z{x66A%a3%$dK0_}J_cXFtfJS^8S9O7#eO`s!FNwL4_-ZhbWAtTp^hic{e<Xkq?mU}
zs8paR9l?7jUNn_Sm85DiPcuD9tCcaYHc?*WR9WFfQ&yp%&7i-qP#^UfrqRrkEY+%9
zzUN`33#BZ)OJB6B{-i!`b0|?=%snbCgr|g0rBEmyz1-YQWtzN+4jm0FDii-RDz=50
zYAAGf5hlE5<eB#Oqs@0JHgbFM^5oc7#Pd=9k)PA^<W~-hxAGhvF0a$d(<_j#W!uel
zZ$C2G@9wp1<Xa0ku@T(z(&e;-Fo~$BpGu8KMZy(B<%d-)GHKi@wpJxG_cNtbN-XEv
z_hxdmv&UwC*Fx0a`b4!v3fK>7*Bfr<dY&olw*v}qC>|6-FKf<O=NVjX@6%e*r_0>8
zc4I=M@_^=Hg{Arwx{2NbCOzMOrauk9?(ZQlpFcL4{584<L`YB8tcOxciY+&(OlzoP
z-(yzgOzRnP0{c9zq>k66_a81@k;8}HbyKbP)(wb80{~V8D)~qj=N}dmBXK%5*%_z+
zN?0TzqG6X-j279S&qprQ$hD&O*^N&JkCz*~OsacJ<Ic3F7|2os+fMBpg)Fn`abl9N
z%?@uHYmX~LwZ(=W6F80#c{={})@J38kB|J8mYkdO`*@3IW+%4yIM&x}b$g{*UOYF}
z__~UQ(=_gi)k~co6{K+~%o?}n++&FI<x!1A&wGi9H#zey%x||Ao#Yr)F+&l9e+2rO
zI5iYh05@3Y2PEzn_wkI?xm+8v<^Z3*Q+q5{Ta7S=liRd58?^S<`agM9mnvfjW#xi}
z$`Kyi$feW|5@LnbD{Jm6iEXPY49jB#mAp)>NK@Ay?EUAvHRV%nt^dAX0`aPs#(B46
zmJ1V6btZ6e;I3<EvwJuUH@mbs4ij<dEGgWXaIb5>X{S-edpYh24}a@+!@Y8*hYYan
zoT&a4TX%F`r##K-Zxyj*PZ@)6$&hS38m6`wu^cF~M4J38l89QY&|N7zhSo_tYgC`G
zMRmO1780V=I;z%YGJEb)*dL0D7v6rL0!S*(TcjsXVsT|eHBfUn+I>Y<N#q|7n&~aL
z@3^h!VM3kqd<0aLHtvoU*sIjlRlSWxzkYiw_~#u}Nij=gFKY8{AX}zqd*3vOC{c!L
zjgh(DINxu?8HKE?3WQIuYgDZ%2CGP*ss`^<EtT1MEovqz8>lG4-w7<1OOjNUsR*8d
z2f{>lDwd}$f|lah(Gt%=#Ap&{W_Mk+ejt+#2<g6Y8JfeR8(M&|W0%cTxNDi1w6LUO
zj#a3$ne``VaiVQpPYfk3N==b7S+^OqN!#|nv)rLSR;O)r+^!YkbY{v7MiaJo4Xa^Y
zhYXR7w_Uk;pIehP)4`}MCb<X3@t1I)NEap4v+}k1YzhI2N#>y1y8}QqRhoh+VM-*O
zMM&3lX#~n00#pw{g(f&K^!s`hO#vI0D$(Hw%cP3x>EgMDgu&rqC`+Vu$?(&%OG7*-
zf2jfS1Aa7mB*ja6JEh?#wVZ3de}eXLz-ml(Glws+d{~|yhp%|+8XaBd3!kjEcxyhh
z#x)z$uXydv)IOtlj~|KHbXwldnB-oIZ9M+C*iK68O;4OH9D>9d@8ZayWpQe_of+?z
zCIlDD!kK?Y&SO?UtKMA45il@i$v~|p#}*^Ui?4{mGvLXY#rOMt=&5YiA2AjsPBkLx
z<-R&z)j#qj;+8*tEz9fKqPS07I4{9A-pRz6*Vh7?#&aYr=`$ja%?&-mBUk<F{8F<k
zG09=T#@>&vEsCqTF@8T|_an>rYS?TM4L{f%Wh#$@WB2xT1O~f9z}&&19pO+<aE)|q
z7j<X`rn6U{RN+#YyGFS*wy!N3J&4xD#aWFu(z8BdO{_l?w5R+44j8{qyB3%9V=a_U
zD_|<Lmel`+Z@t!_R5Zg3l@jXD>dfUdcPh>GB0x6(sn0p@G!_#tk)A3Gt$x{AE?4*S
zMd0hgN1X94({Y;TX=B`(6Lk*fhqZLP*95x`9~$63S0Fy@PbWpw;>>J}U#V<5rS>`f
z563_LJP_Jj+yGgQy=B8X<Q!TizD^1-ph4(R1o;BLleG8t{3(Ox{{Ba_yamMBkkS~d
z&<n(}h}XDWh(Md4sAai=EcdKYhc}?)%oVyg59KI05}2hl6qaK$*X>X~Y^TQm*n6*V
zn-6GBv`)~hGfe3Q4XszF0L(B<S%m=Frk|txPW!<ZniXtL_3F8S&l{DBr>2u9kaYEJ
zt&RA3&^7BaO~Ot+r=QKMaH|;|fqFHkmglb7zD<^=$y3(n&$q{8&BC)s0hl*f#}74G
z!GLC;+?NGD-;O4y%S%^Po^I>X>_+Q&r_t02;<v7w%dKNl-IH18S37DTX3k8(8KtCm
z37(>xLN-2L_oFQ?x!3)lpXwrbO+YEF8W!)0YD_rCP$Jy9zsZnx!-U-g5n~R(7ePZW
z97lNnqxtOFjg+Sl^6xbie?|~i$AEp#QXDQO9om8M((}Jsa2LVAj|%Y&DBeCc_jzOv
z329pw>0f9GZa^B9VN*4?k+EP>QL~o;<1NRv29f0`dm*ZGbbyuRRnAh1Ht#CAXsBRl
zge2pufsfzMOqv?qR-SI^R+dY6qLzM;evQzDc&AwCS)^^$^VVuq3=#~N7e|Dq5F`*G
zFQ^J6t5ZT&^M_I;PqPCuorFB*1rE_w>ui<^E9**a&g>%C8e@1s{2<sU%hGiHIrO%#
zCl-4C`yR_%w&SEt;FuhWn#-|Q))bxD+hgcpXq{n^-TY|kG~EZ|VpR(kjgjFyEz}JJ
zIlOPA*_TidDG`X#JFO;XA0}y=NAB{b_k*cVA6o_|^qU`?2Lg5Y-_Mo!<BOZH44Imo
zk;|weipix?Ore;Q_>KPAC{%RBQ;KR3$fFcF>Z&=v`$g|)7;vXb&t?-4BVD1S+RrpB
zTYfAM3<KYYR_AB9smt77VG2aOejtu298<v0`l8?nG&qRr)97V$Ycn;Pt9-1@9q!?<
za(T%gtC1CxPCt_{HmZVn@HOsX6)N{of>sFrm*&SK(xC%-qCKa~5K`ucP@@ggk$k1d
zOqN=|mA%ZCGQa|VYnZ-G6Hc5qh0#`}+T-hIG6wOO*&MwFX9?R+1F7RKSt%W*gtW;z
zOqshFK2z$Rz96JY?&-XkniC@GSI7w7KEpzdKP1G;{h?Sg4R8)=n#qf4Owuhr^zSca
zGEVOJRmVWTSj+@X(Jjbotrb|ahf(<Q%lDW`T}Q5+yp|dmg}5_^J<{Ll&5N-gOBF`V
zDUK^M^2Q~_kEjn1ncYI<0twl`U4+w+(js_&73=N2?-pE9xbp86r#rrVB)}~JagmSr
zq&c-czO1@KZRz2;(Hrsr(vJ7F<Es$lcn#4@MHV8AD4MlMjniz|+?P|YV&bGzV=2;&
zLsq0oLyeD^*?4zCIsAu_--$!{5KCqP2-EG0t#~s|N)QrwiLVeZ>)Z)bp_OI;_SI@H
zuw8<xEZG^kl<RSvgL-P$#e4RJ9Yk|D4eHdg6cy$MG4->03rYq$1?Xp$t)@{S{6xXt
zTfc`}wL>~%=N&1=_13%Qy7m^zAhH+Q4!yi1RRDbn-Ikb}ieryo72CJ8Rx+_+J>>Z9
z(XyM3o3&!Sb&3m)A$p>4#wdRxdsT*ZC@oRbzH280Sro(!s-Y1bgoH~8ke~#Kk%Ayw
za{&mK8e<SZJv=DGQ+3suIQmlX97fK0YPaW+%(m_I-&K7H)$gb3(`5<Ga$R2MT2gey
ztQ~E(+vVwi`19_!`%k9yGn(SAubsZ5xNq0z-BV9nTiv$=xv9S|hqYb1wp%No_XD*o
z{d8Zz^_=Yco-@7zW&WH_1ic9Out0sWNk-!144{yKNb({$r?YXmIy>hlx;V`OI1bYy
zk{K|iW|0PNexp$of$xzsYKXt-xt<2`;5?f!<2GNj?5~eQWm^hL;B`#0vQ>{NS6`HE
z`wt)E6!+nE&)2)C4R~%2o*te4Fg14hDRM1TMTLsJx;9RvzT1A>DwGAR3<2$_mW6WK
z1O-K^+x1n#{La(QBgZcTR&D*E(zT}F!v|;+E&!G#%oQbG_#K25Cr<>-f*yzo<nWp3
z4Q`EbMyS8z;3Q8%YE<N@ZGpFHzAm1upP<gPBu0KyMnI)utulIEs1;voT-UZ>7nuS1
zlFw+yRWfmfZR1-ciAK$#=-BN0z~o)}yccC1m-O;*i+;>Lp1=drRrP+8{TN9L7dYBe
z<0KHl)*R_HNcN>ogh*JwsoAXmcZ+0m{SAH0aSq3O^01r4={%y7O9evdGO7vQZ=E{3
z%@QZLOGDygA8V1v`8ZxH$Fm(uWHYGEW{+hvsO-{SDnD)tGhX`X2v!_6Oq*~Rg86;@
z2bLQ@!ZnaDQjY^@l~&s9;4rZ1P720dT(h>jp1l$K0TbH^ii%%KCNn#OVh#-W@O-Cy
zHdNrCk^uGZEw~j4T33jRpF&&qZT|NJe|D;V1JpQmkS?LWeaRY5O1*C61J_JNl9M$5
z82nky&8&^4<#-k?^}G^q9}}RqpBja~&}+<TAdaKD+^Ek_vE6p}V&|zV5;C+xqw42q
zv63@4IOmVxV{5RSuFB=^^z3gIbKDY_P6s@m;fhu8;!?sMz<B?ie3{z)_z2X~;oANS
zBb8Aik(F}*J>=YJezURE6|L<vJL6Ll2k`g+k@tyQb5UWk8%K<5l)~7@ZNIUP4Oc==
zR(OeoK<CW7cY!lJ?v{4&Nk_9OvOM2#s;OE_#YE+$U!F-=TmT`fE7H`XPgZt}X#et%
z`K^^{C?D?>lVD|c+*=ASR3@QR{L_2fi!(q6&`TSg<3z~*MpTjpd5N$$fdl+U)E!En
z4(Ni!uM@N;`NyMfGh|A&{k*<{Anh~Vim?JYc#*RaE!sfu{5%rHYz#R6%WkYCSI7Oy
zv;XE5_Gu|~U3|U$Nzd3K1o%8Di^51tb9SeTll}276-4C?B@X;&=Vu|=5nGj~&p_GK
z#0A0pw21}o!@yVas=HrFTKZ~G?|vC;Glo952)NX_c{&in8K;gS#$jdU(Fr)8;$3AW
z7!*j=@;Ey+6&0queUjep#ijDSualaVmC`W|ANu<6<IUkpsL|U>7~Qw`0Ea#HI+<)n
zgttSlY=DrsKLYKysYH==9x)9HwACM}RRrn0GfoOkycy+Mi3EB7AG+=s@X~+;N|E`J
zg|ftz{spuFp*O`6tokq4spHsK+3=6m;ikQ>>F)JyJp0;LfZ?1}EAk%j<SonA8o2Cq
z{B~mUFkyENucN0mCyo(IGF=ny*~CO+oNbD=yoI$cddm~-bt?9U+^<{cn_Q%ZCvcDb
zPG(DoakLb1(e92&AE#6yQo`hsD--}?)Ed;BAifO(&PpJs-PdUkevT4LWi*nB@)E~}
zFOjiq5$DwyF+oDz#>Tulp?A1<ZAeAwtO}n6?%C%CV+GM3d6$ZqYl+m+fiTI$l|%w^
zYD<!XM9rhbuPAVkHCRop*|5P_i^0+8>Jw#E`ZVhn#Zf0f=6;#imS5#v=4{`2e(gmr
z-^YCrRV~AOrz^bygP^;CSEte2VQ2T2;#05fYq2NDI@<&G#iKfPY*!Las~2&1cQHE`
z%IJ8yruX8m1rgcWpoMKqn(f-_IL*^Wt+tSlqb*+!7yJqD%ruZ^4$Bs(X1b8MbP_YE
z9M*ntR=HcD)Pd3<nRp47gn(OU&~<Vw7D-Txa^6IE7{bKqQmpK@BH=^xS%{Z=Rf>P;
z@_m1q&ksRY(^ihI9xDw21%t{z4Ju`dkr<)lg{r|2rQXS;1-)Lp7EZ6AB>~_e@E*b^
z!4Cj%@UvoCtMYEj5hF?Z@`{+p?33~6=CFh0(5s9|t}{+7T`)@E4{A~Gb_Ff`D5)>&
zU+|8AX)iaoZ$)t%Gb7tN?rwLj<*xmlW*k5D*e<ySq~mIpQjG$rO9HetH5hSy1uIsC
ziUIP=U<FvxjF=gSJd$vg3VVP#ayKlw={bK+ldvMpJHiLMf5w_IjyQ9ocs~nrPt(2a
zX_$xDkiBI`@gl_uLI~<2V*E%BSX{0mE~1T7>>QKfa>&i|*7jt><HV$Gvgn%@4=KoD
z!&<(M7FTozECsSoYHfzGfaNeAc3wZFXj$gi4Ip&;^SoAeN^8IN2G@)kp$vYrtL^VZ
zi!xPkloyMIhUbsurw54NoP<K!^1!XK@ed}koJ=FhOytW<zi}{ylO}L(F$ECpe>Sp%
zQ$_cN8x0OIsM`yZGvSTZr<TZ>foPmndxr3zwE>z8yb(p>B#Sp3N{2+K>K*L0C<Mq=
z$1C!3ztPWC>-)FJe2dH<Fd_y%$6XQYX9-GI7q}ex^yk38m5QjmyHBQp0{s+ta&1WP
zP^myU8M#@#j@A}(xy)eB-^iQl{HZG;E~PW&U*)EMB)=j-RzmSx;%dtf8t;|OVaOfN
zLCiD9EDS&Z0cXLp<f1JE%~%N1vzC5>YrDDB>%H>l5&t+PRZOqwKbSX&E}hnRSb&uc
zy@m-+`}|D0jE`<BCqj2FkX1wd>aZEP`xRroB)TdcQ>Gjsqi>t;S!rl7N=F=JWrr!2
zL4d6(KxM%4LQasT3S@HfQqtnInVpTJQUtM&7Q!-vGFfw4%W=4ar+0pm*4}YtcJ((*
zCwH5Bu9Hd&Btn<DVfRG6eg_pJ{iNa61%}Gw`J#5NR>+s5vFqz$JLay~cU?QfT&NY@
z{gcO8*7wf|VNrEEJ2AhC8}Ef?SGd+oP38-ID*iyWj;(p*pDa2`S-3N!fp=n^>m?p@
zOh~j=pvG#lSs&6(Deru9YUis#mm)=xnIqPUi*x-uR97|o8HHmfk9>c`_n%$Au^Tqo
z>PS21eYPQ&4xny_60k!nj*Q)QdgNQ0mkbLYT(+#|)72BmSk@Q@**m<fuS17L(cF<N
z3xf4&uAJ$S6S}c1Yu0EwV*Gd-8sBNXvpyl>NLZ2D!$d^vhM>hwz=$HXAsx6is0$nl
zkL3_SIV$Mb@wNo%4pR`_O4R?#*0Jx+uWFs3^y5F;QR=#)QgQz-#K?}37<7U(5)s9Z
z$@gWzJ=ihYk3tL%W-_!jIC;#SrcUoh3gY>DzpMii)w?CP9_r$Qg-y^fGEo}#a)3Pf
zTDUL_sm<nOwNQs+7x$(fz*p)JDi0B<LrVjFmIr>#lnl5MMxAOD=omA9&{blskf|Z3
z88%PaGq4U{`}H2lJH0L!Tpo{XYi+fD?AYcx7xQMSXP)HiV{+N^u8fQ>35tAUOe{}z
z#i?RN4k|viOP*{-stIlXG%+>6ztQRbbh6wF9&>sD0GQVCzRI)9x6^dpoE#NdB-gLv
z*%VDEmw0-bxwu#o=2;~Rtv>!CM@w&eS`Z=i2#v80OO4FEWo!3Avcjv_?&6zatzlk`
z%a1gy$kjbLEw>pZ^qCf_ZigMsAl}j*88s$~c^OyxJ!xckmvX}$Zql4B;xbM+tRLrE
zQ)XRr!orlB19xJJVxYpZ5&d)VXfV$r`z&0tulhP0-JoNP3&-LB3uAaqdTA|(Uyqfu
zapHj)zR6hbzF!H^ZAv+>#m?Mr_{LDY;ySesUhZ)@+E%AczO|0gmkrkCimw};<8Xbt
zn@sG%UJze!U~s+lTKri*#buYaxvc%}?B%*Jy4v}bYXMt91QJUT`16mS9x7!l^pANO
zM}B`fa7kkqfdg<AFJ5;-1Ga%t!b)%mqu%@#5o1ua_|;^fopeqvVkfN-Ki=_QAWX(m
zVn#yXHuN`l5Qna#<|!>nzX+x_F(l#<wb6Fo(Y&w32Um!GNu%lHm{v=n0e9PqY%U*Z
zUViL&hijmO88fBTVw!d+;9+P(NO;Ipm!Xh47bqt3mdn7@pEYVYs~eU-rK%Xkye6Is
z(jPILil;F!gw$}MJgrj}h0_1}!^s8sJ3rhkE?U31+rZh0ov()uz$p0YK!cNkAmfK%
zyvZ^gEgTI2O_k3$pkK%rac%*P?gmZU%FD8NC%KeY$OB)({s{t;6b2S()SIFn%iK|=
z9?2j33(0=5=JmC=tRtTg-VFQz$OLAsGYx7q6cvqn9$)hFH@kRct)MbJ@u|ZsS!4~!
zOCN4~uGgc9Ppnp?EaGD^R<ChmG9RH{W1TKBWLj<7i0$}NBjd}iUd^{q6LV16=-%!a
zULp}3kS9bc*aWCxYo=pN3w+z@S37jq4&;kd@5JF^7z2>cpF_)3nyL?rXRQ<T+<hxT
zTnb*Y&<+?5MVw*H5yOSROEW!!J1Q@$)t%T7_X-2tdd&y6?rkvmkI#Y^-$*rUD}XCz
z_t)m?li_gJ-OI&Fw6{;^om2)JnSBQ7O)9Yr_OOiJ$vCKad&951Jgr8n%AC!iI*Ykj
z1bP+x9Hi_V{Mtm9LY-xTzx~9#g=?YCAV41h`swmucz%@uE!<!2-J8r*k>s~ugU1P3
z+jpKm(^tKWWQM88H&P-}N5VT#jhRJ}X<Wsyw`(%dZ?;<4tzf_HLA-$psR)h_hk#RT
zi&s^&Qr2{_%hAz=(r;t5)YtV?w;B@_s}M#T7UKKTzerNQWQ0_-gaU)8qg|~iRNQ>8
zr1eak(bVMVbM5@MPP@jGa7>(EJp%ko255ZBc^^k6{FFBqQ>3o=G?p(dt;*^|jQG6!
zGr)}c=mR478eJ(i^v2<)4p0%c2VLL;VBr*wrK>Xq-UZfXm#E`t8(7la)FWGKzM9*S
z9^qUP>Ryq(e5062H<F}lTVml0&#g~tEl-?C=hD`Gec}C;_^5bX0J`y<oc<*T{{!p?
z&d?^5TwpU0K`>)Ub{fwj_Smbutf&Y2+@|<(+*B@ipaXMw908f=j|jxoaKvR?BEP{J
zjhKfB@q5?)eIM9lylF5WJnqBcl$Y%sk?^*sB^J6xZXk2$&gdDFD?w<|VX0_R6DH?W
z{v}-0TGcqdhEW~^rxt@f%dm1Yo0#gZ+XG}iAFqbG*E<#U@oLecXqv@t?u6gUF*K8S
z>0$YNJU$<TL&sU2x5O1NHCd(AmC7OTl`QB>xRtPY+8|b4+nmE2z*e^l#19X80VTwu
zB7I14HNsZqG2(gXG|2gAc0FL&cDVpwogM>pdPd;F@O&buC59hLJ1X7;ipfcoH6;FO
z<xQ<#t_caXLp?4NLqhC^%Q^rsS-2J68`aa1afo^*7N*WHY9E%peTRrioxw!gi|MYi
zq{q}73JhSgE>@lgagIn{&X*$?M@0wr#WV{`f;U9F5CcCRy-B&lg~59C>@4rklc4x?
zT&oZLY5%Z%Gx`KL5Y1yKO}aEhKPg94yIvGw7;soW5{F>G2`#ruow*XB6D49IHDX#K
zWDW^zT8Zgd)o8$w<jgHjazBjG%#B_`TFbH461Td!6t6uyygn<TXUe1(l#3{j=rS8}
z@k9o?U8=bcZ8N<d8@;fQSeGMtySEGN^qYsWZ_LDp@oQ@8nZJWL&X$^#G_X@8m36_4
zM^*eSt6odP?Lt(&ql2l|r5m7aiSO|uTb;vbstPCb{;(Lr+BuKzhat(?NFp+k_!E+%
zyTr*BYimc4v#vBPo(W~kv`|70{dftz9jy^`FxY1K&^e_lj?`skh~A0Y?j*=gf6x$N
zTtXK=7g!d&=)A=*ePixM6;sB>8_5Q$xac+wa0V*>6lzG|t1B&P+xNYB!Mnbb$XydR
z1r%<?4F%WDcA@Q{-{%W5^PAfxtVvkYEVQiHEJ*rM`0_*reh)NO5thOgmIHK4x?<gI
zjrZ~%BRIV%5&GdGHNs*wU1Bvy!dv`b1B6E5D`>4U<CMJ$p-(EC=$j4gSMVk`bholE
zHC}?IV-6Z{((hGh_6KOdcx!`@^jmRM^xHI2uEbLD&;|BrUeB*x$)fPjQt8q}{ob+;
zE@kOG5Oo}<>4kxoT;Pw>aG=6Vr+eDLXI-`L6Y>M}u9ur8Sgo7IuEod0j+DcGTu7OM
z4h>t`Y>pO78=bB(=J?YWYWUl|v3!*jJA6bpzv)=gW<%>W>*yP84G(5Ls@IDp|1Z+s
z0m`yv>+?<9cJ8!oR@%00+nJTNZM)KDrOis)HmcI-Jm=i*@7_1Q?)OH&vG+pkSaYt3
z8L`Ir#~v$wVP`LpD2##$1)jVh5XY1lLvfFqH_|S#@k-;H?Hhtq_S1t*e5``FuS>#7
zk+hvMF_0ET4TA}Kv#(|^XThiGT+YD{sndQs_0m<QGcjgj_GMi-2y}K|Bg-;%1cFm4
z=S(@GRi?zmyJ^V$g_B{(*|+afeCni8FE8kNFV7OU8PTJ)_oa(4`8e>D;M+A4-UVi%
z<QNGjOUxpE6Gg6CKl392q<noKF1wS4<cRj(9g!d!UalS9BiD(?aRx^pYL|`G4ww#v
zS$qJt$<2znCb6kR>Y<Q(?OIAHvI=V;OjVvna|8z#MzwAg&Te_AIl3U#5_}qo3Z(Io
z$JBfiZ-8i3tez|7pWa^XJr}$By;PByR36Mp&uL86AjQ?yx0=Nlt{%Q3u-9YAQn?u?
zKX~e83KzV-if$fq0&mL@xt1T!``6N8r7VySbMmeBjQo-}GG)MddS`LV6$^YPW-BLF
zydRSmlxFrulmdGyV`n|~->VnJ)v$kZOw>^Y{fJK>DyRY_Yjj}B5IH54+OcH|n1e=Z
zwcDq}7Z1hEk;w;}lqd!KxR2meq08oH1<yAkzG{}|M1_9y<9K6CsHV`_?U=w2=v@{{
zp{CWIE-?5cxgfOJ*wvxj=|7C$B!FwG5T)#EFnUxyVlBk(Xr6WpX{^^^KQPqh(1hGW
zr^Aw^0$Df8`2MRfF&xa8dE_k|U4-NDI<K9Vci@g7VfFd}8g4R})dvdKur=$Wapwp-
z)7`L1++dg!)?!AfwN}{~AfJSUBSTc4fh%m<W%d%EE8vB9iZf>{5l37EX{woQJp07n
zWQ%7@Qy8H~I;6UgTt|^~v4|E>qlC8w@El{)ljX1@eOlB0p*>^B_+u{dcku7*L8(#(
zMuwELjF+cYZ$*ZW8q6Q1#b8H-=X{IOGyS#>ioJmCehK;>-Rc_9ME0%smM?U@^!XDT
zu7x?I`S4CU`$5MC(kO>5zPYCOxp65?dW_|BeAY9%tiDM{e|x%FZ-wh}U%w0Th2)FJ
zQ7h}awbl*rB^#l9k9^Uig`i|`XAvh|_O|yos^1*ohQ@#VBD?(L90WrRls2JYK}^bF
zgVUVvaW^kfr=mFZxyoZ94u0f$Z6)sql@m&f5n@Ey`j+FCd!V-rY*I>?5Y7IC0RW@2
z#fhuEWkJKll+2dHw(of~^g=tfLqIzHNtTXXI-LHkP%+LAW}F#A-5-v6MsE({r%eVo
z9H_i3J^=+pHlJ=pgark3HOX3wrA1rPv9jGY)3IP8&q_i9?ApqIlwdSiMAb7|(=!m+
zfDvKl(=^+$ey+HI5bErBB3(_`-_N-b38^cL$t#69!6{nf3QgD7Uq|25>N=~0;NWi#
zl*QWo%8ediAnvdzu0S8yQU5;QnQ(>uXExNozYRYwOwj_41XD<hkCfWAzK>oJp1Dq~
zzy{W>Z?9jL(XGl<bUA=+fK)<7iP0P6)39^RIICm&iR<x2?{&*sf7|=rZ?GPJB*NH;
z=a$4#@8<!NgoHm52<cQ&9ST^nVS%x2fz~N^WwY*3=$dR!sgf&d)#4yjElx{~%$ka;
zD!HprZ?UV@XL@=3tcog*_K)J%>07osOF5sJ?mXYvnP<PA>sP<LbxX4b`5U_GkGk<2
zd1#o<mm1NC5Fy2~Uc<?cDD|RU1DQj025M?^*YP%sIT5$<!xXM1qt@!;^mBxWAe@3e
zNpgYNErV?_$puerDhCt}ktqiqqGeW}T+|nEv2yhSL#}IWd;9ztSerLFnztZ1jnHi4
zCU@j=ui#x<PNRh$C^}!(>v-)W2>S#&nq^(!e$ltNv-!vY(iN~_(h4<}`f7syGFtY4
z&rFj1%%Ftw3%6G^GyP({AagypABL;vw=^{0m}yi@*{VO_zlHLP0h8t?@d_5}XqURC
zGiA{zE+3T-<M~CW@txggPwhIF6Ch{BN^YfZW8O=QSUXpkZRbrEhCqP0;lT%^=c@M~
zVEVl+>UIJ30ElK#_K3defV|v+z-H@)^4{>=IrCOO`X}Nt6nl3l9lW1(xL5&gnZS2>
zMWMHE6Js{eQsGIJX)_ZTd#_kn_!%~ES?l}^H`~jwOqxP=3V>pC%v-&{NLoFryA`)_
z19m%Z>hl790!cFJNWdS%jMwZi7P6crc5oWyMFU@f{o^jBtZvTgvCGl>1MkCKxSX8;
z@wSpsjjP2A=lgVb_?d!=dp&85CNa4t4BvTWN^F4=4k?1Hb2{XoLQlXTwPCsu)m+Nv
z{`X0_8U8`T_TjQ;e6^Ok5<U&>jl`iq6c_J6n1M^L@2-0<F^gk}Rh5HGT_IVoH%H=8
zQQzMu@*dMY2#jQi{J7zGI>31%^Dj(`RjsPcEZCU!NO|UwfCURT1x&-nmc}ulFBT6J
zX79L4iR_BCTSM)^*TrG07I&B5*w`m!rzR)UvB*vw!Bt@!kCFDjI7&xh&e<X6oPd48
z+f&@-+tWvI(csP7(!)jB*~d#rzCQ?<Vq8rG-Co%6g7r5m83|!w4tEOBGbs-G(8p4o
zYW*e5^JP5MeffVJ2(Bmg;XOAJM#gxj2O!ga1~_2FN=u<5Unp#Dhngx3M+&xl2d2)&
zu6OfE8FRR07CXj6eK)<(+B2)TScn8WKlsfy8abagn+Zx@;<PM<G6o8=`MW1@!)BJw
zoEK*b@G58bv9Ncdti1UrGIj0uQ$@&&p>K>0JJSj+v{DyiVve63Z{N#utc~^RYf!`!
zw!C3OtDi;wL0qz#)QgNf{Kx9k7zHG5*pdFz^W=(lZFgIlbe(nL)KxrNk5PiE=hI1+
z@<aTx-p2de0DfaPQ&yRp_tE6m(d3C;utpQOk9SB^KEy)k((bj67&tMrDz6T}DhVi$
z0XNlWG4Y3%ld5!T9k__ilED;U7bd_0$-HuVOy%%AC^Zgxnb~x>>@_=v6$Gb(ll^Mo
z#?m<B_Ut3Rn;xtT2w8%G$XvpvY}=9oWLgz8F;tE<+QjG;y%ce+(fSyA^ii<KYs)e^
zl4*^4A6)24Pf19$LChWk<7@I?M{CEap7DHluvMi*Wpw)WQKq^NDk#n4s1jI>kCBD_
zi&uVGQIHUP3XLJ66b^&V;xXwo&92_5p+7rOY6%>OouCUk41$MMye6ilEzCtq&5-gd
zp{H#@k>fzWz;ZHy<@3uA=gwI9+K7{R-E#yRi#E-9{?xp0NR)QhYkb>i_$%}JnU^(u
z51U0Zd%M*$a;2Fqyi9X^t+v8VZU!!uv!73~HeN0T$vLasST(pfd8TGrFDyTG_u+kY
zht@V))wd*UHP-PfE>H1w8lAWO!sq|=mOT1PBa~aUy6P8&q5?*3IqilVVQV<{$uTIf
zHe?p`_zcBa+`NFnD8|0aarEwx@+BtuAOBA5)MuH3DsU*_gTp-tyk+mBwPBTF^pmOt
zwRrgw`b*$U(aaL!RT6b*24Y$pq|D*ez8)wkFhn(T;o`(7S<7JK8ocI&Kf(+n*2M%#
z3&RUVn~=b~?)VMRM=RIv1qY)kIT9${RSP!;f2R5UzF-NHpCMzpH;*F-xUIsIaEmb+
zest{=wsx<zC%m@%4KoQ_`{rzU{J?Sj^W#pJ`@`v2{wLek(fZr__T=YHP!WFp&y1iE
zfNxGf9p9Lz0?fN^+>j8bT9C1z4rVXYx7cUK1ObBV{GZF=HxuzmYvG+NSjfwTBJF##
z!Mn4;zdXs|!pPxFGbmXq>BG8A64i;-CE50%#BkIrk;M^LY7@yUq{(}umsP8{o0#cy
zYS$AL##g!q?MtZ5z{lHuk<(Fp&ztlUv;Q;z8}K##W@~{r(1Scn;v@R2by2;cQo4k1
zK~k?NL%noTE#eqF3w%PKlQ+N1L$X(v{KwH^zUra9wn@Ob`xAPj<}D9v4|N@fKC)~}
zy!an#wGZ7TlYa8X!S9|r{zmXy{7_pTR1O`G-Bs%-;Ms7yBJih)znz-lPFG|#E=n^-
z@Jkc3Eq^9ghka9F_0jF>=Zz_jbS9lcm2}&ielX(H0lO=qH{JBHlA%g<G+q>rC%Y;i
zav{qQ0MR6ODF!R%FWj8@&K1VW>RB|16?|}gh`^#q?ts=uUv*%bwmBK;cAmEWh|z4|
z=Un4`Y!HRc+7_`(yEPs0p2NZ*TefkY%TqULLgyBNI~R!1R~5W59Y10`u(uFF;YOB3
zg8$3Hc%d*v$E}sP)5vw}ZDBVcmt^F->rF?#Vo4jMQ$O_0Ho~N?Skg`dz;Tt-uHIi+
zOJb*0p{E(Cr#U&Ji{1_|%6{X-bqCquw#*CfCklmZA;MDI^f)jxi+~x#$s|w)HX|i2
z(2RcZCL+}}ri9M~1e<BlB{T3eFym+rH?P~7ij%vMlx|Re3e0SUTjiAywsZ$4XUoyO
zLpm;=^FUDoQ8+0jH4yR?N-?mk`dxRzIiCRqhAPe0%)MB{PK8}{IS|ZhH<;7R-KT(y
zAUNl*`>EE4THTFbhOIYMHmG;TkT2eZr*Y&Xxp-V48X2CF7#QA<2<%VJMbEK01J%Tq
zH3IKk+{1_`N!#A#TpKK_tL_HQEc~2~J~dOS$}|)CfyR9fzMN|;TWc-CaY7z#c>JAQ
zmGVt&2p?hZR&loH)cf1*$9n7asIM=pUD-M#5tm&yBbIu9<~k%Z#n-E*imoADQOj=6
zhBNljD1D)cfUQ5%I~0jRAw-o6l!&tOZM7h@3gCi=1*(iJ)(D03EwfH6q_M-BnYP=1
zdN!Y?)>&l%mOnP{a~|7|y_Ye#`Q-ZI%~@!f&Zb7q?XNAgjhlW5j#OALv8-Q@RQ*Bk
z12MHo+d`zHxkXVYb5xHv;-GR%Nc7noCy`qfNHIxDBpWm(p{H@w43{Py-7^Y6yD#RA
z8(kVtZc$5Vu_3jY3|~bfZ@2@wn@+v{6S-fpPQ(+7l<^WFLo9+kl|GssJ_=%eJCcn|
zg3E9F!@~tg=G~*zPwV2yvu7sfI0bt$jYmZB{A9@vC>5u0NmU;fEFIB+wn}Z%uUF$8
zw>^8Qx04_hhBGFKppUa8(_~F;H9U#)ga%_CI!1JSEOqjX=h`Gv6D!Yp@!&DAJ-@J5
zQ5BHOs6`>?h`K)NK2|rt=BQgVf5ZDTyc`9#VG5i}x}jV$siFYn2&+}!#mRnKbC{Jr
z5XW6<wrHpWZ`^4a*`4nGCq1=x)xBkqYMDj}H^$<L!ooTIuB_+H8Q;p8q1W!OTG&BQ
zaS&Dm^JVL=ZyNgaG}^RZ#E;>fGdi+1uU$OY8X>b{`Z|X(n`yD33Mf-G+D<a`ghJwi
zLK^SXvx~N2l@WEh!Ecl}&ZZ-aO?Sl%X`5F~EycR$O-`fjd5V&4RkWYXOXE1A@+}0u
z^bZPEtxNeRoRz;SnoVtgJsj=Q*LI%o3=dD$yj=+KESED`fJa&OUtQdc$dBNTwnFxx
z>YGiDEt%su%MSAvef4CT<_pd4Hx?Qg7H4VBAmMQV5{-+Dr_A2PU_$8<@_Q6H(eLmV
zN3RNy!#78;yNgi<BI_k=+@o4W=?`)CRKucf%}#um6rW@hMkpj?B*-Ha<`Fij<&!8W
znog~9X_8B^kur`d`==&TOk<jm8OSRiiU=0fk>V{4%`Q@w@e>@=yLdkg@F-HgO<vA1
zjrCx}$6$4sWWZwWk2=+&HT+RZ8Z(I-<zjFizt|cnk1xo)fe9rWY8Ry^DI>n#@a(t2
zXnKLWD&4A7zEzib=)!w{WiZEKE~lQz9;$sn%lcJYF7xb>B}E?C`i!zgPO&UsbbKTH
z^_Gzd{hvhUfaJU4<V0pnM@vaq7Ic)?3k(+u&7|Bxzx+s66;~C}9~PeIf@w;~<3Qbd
zfrdMCmIB=PPsm9tfO}j{w$VLw)GU4+(&oOU9f5cZNJ)om8pKmyvSLyf<-~>N)^RU|
zNVb^@j%f*)Ll>kW%v#AYC{PwtjZ`DOF}SkgHo1~aWR|<63`1_Ss**Cgj~a$-Z2D_0
zO~by4IZKz^;j6Qo`YCjssiaOLc^gMa0#EW^t`^>-ws<sFYt2T74+eg6?@Og@Bkj`N
z<~^=9jOD1ZrTseEHF}KcaMlQUTY4vm2zb}4PYWMQbJM<YIaYk!827JBf0n`ATa#59
zaBJl^cZfG6qqjE|(3myz1!#`qvzZ1GgeV+iq4fvj{LnrJ-Jj16sXy@?ucPfXrX3Rs
zm%1<UgJeTuQ@iocA3~ktqGH!jj+MeJ+?LQhD`6WYw2yb`fUir1&v_8+bhSD!1;pP=
zO&{J~a$izy*_Hwg5aSmz7tUQI%7JN;^}tw4EgO6l@7NkcR|%5cV<`P+!urpR-D`7E
z6wTah*;6_sX0`9=T6pmnXBnWqtaBGL(<Iq4qv6;VO)^+Q;9}%N7rmko6foA6Yhef4
z%CcJhM}0F=RKk=hj`$7$l!%s@@OH=jeYB9@P3@rMXF|^o-tq~+X0v-Rv9D!?y?s7r
zZDmLr)%*Um7wE$qaB_1D?uPWWdE=DcuGZP);Vw0-)`bwjrAkC;48AA$dhCvRVgMf1
z?}fL#8x3po2w_sccMzG*AR<`eh?a)*QOOpyxkKn>;nvuLw0-yb?xClRHO^|8Y;2*Y
z$b_4+e;@R?8i)9Edx}tXbfCBM(WnB$@sHj@w#FbaMt!&_?H+#{Tg=)EWOVHYBm)DS
zYbTIHyXYh;{Q5kU-*u8`5rM(8pg;NyXq68{{wnP3oh#TwwHInYz3ci8MR){c)WaZX
zZ&IG!7i@IJ7<inr21q44m904I+ng{3^iRPWf>QAVCs5hhDORyhsoG!er`sp4UO`*M
z-^*H0zFlbrK$4^baPRuS?aF}&X@kNHxSD#YH9)f*2Gv%e-x<rJzcG4q?|v;BN1BF)
zgs3Usl88?#Wkf0`Hs<FP?vsK?GBUP*fO~-F8K6VXkf@)S#{XjeIm65AiMQPe00WVD
zq6tts5G3<RK!mSD$u#9}66A5|wK^El^1xc^^EwG7I0=ET1Mi;=+lc4|x)3A~-9=u3
zWx@*NgcAl413(wuXg=}cNt8HHv;>)3L4LcMCB2^IHV&Kic3a^aL3lmDCs1`;LCiDe
zDgKz$J`vNBQvb!gCXpxq&iiM5VR7L{1&7ji$?lAf+>V5fj2H7W_Hsc`Zlpdq1Wxen
zuzLq&KM4B)**0)0At*AOLJBTQb+<iYqJ~UfnGV9>exDQJZ!W<EevE82->qVCK4O~3
zP$5R;LQ3<+3Cb)9PRr1>LVjz8s0|P~MQB3u2UU+PQn3d3Tv3G_3C!p!SVUg-C|D4j
zexquFIpu+gIWFLGfZ!q!;D0T^sE|9*Ba{-wYsV1xBd@Q<t^jjN>>gM_5w(IU5f)kv
z-<21V3?I*y-=kHFGQjTp^?JJ*N0Q~J2RCvt+(H=}KE6+^LGFlwOSKCHJpomNnnFfS
zy!=wnMs+=LU`?0`olGamFYPtG(G3dwg5g$3<Voj-18wRh!LRN0Nl@JHWGk}e45jTm
z4!y_nGau2qXeBGTCo$$BHvz=&d-VeLrSzcq9;jpmS1wj8MgN$E&nQiG^ic8DNp9ak
z_yRt51nGnLOLxwtZBF%%@vMRRlPi(mK~_>kqT<C8tXx=<5{6XBtEl*rVkilIR2fi@
z;twIH-X)yp8H)Jnue?ew68)yd@WQ`Hr>`YLlM;}rco(h*!1wMTd~bghm=NP&-}=!S
z%}0=z!EaYv_>Etq6xwO3h}DNMy$6YXwEBLw3Qb(VYvJ=ptEt1ABjc?Z61oN6e@g;d
zLZ%haRHzsn@4YcBc{}p(%c_M-#M?2ldOXK**z}z}1wSSn_&$`qzH$uQo?VB507O!M
zDe>Q9SpVXJ{ulky-p=K}Fsx#tG{S~9mPSsNFbv8rrnYJT#(zkyVwN_h%mAjpz?uI=
zVC7)@EBC)6u(C4#Pdh_fOB+uB<-ffCzcX0>a{0e!u(E#PSLv9zSOHATOsoJdHs=3;
zf&TXh*1v(BrgkQOSDA_9-z)#00M>u6{J+sxnZH8eYUJYSU<zPRadI_P`8xY2DF1ao
z0MlPV{df8*^Iyc%e?A;cf1z2wh^CAze{X-CGqe4b{$k0pF@KRx*#T^f9RHuT|LOCe
zBOAvTBbAjE!1gyIl?}kk$q8U(;{vd=e34X{S^n|<)o5(Yi~!cJjgyTHz|Q(bVP$6q
zu>BnhHddCuEm%1@zH<I2>GiMFf8L4puRAe+-QmmY-$yRaukwGTIlg$VU%xXma{-uH
zxW0V-bI!r_&-HA~U-kOR|7&Am<pQv9F#%Xu{z<cb)%~y7uzr=EmF+7wTx|c*oc~vB
z*Z%<Qih8(+E4zGQUH?H2iz|N>_N!t_e<67pgzatYos=C6jsKM^?EDqD|CKBD^<4a8
zrK0lH@tOY4U{F!v1blV8znfY`g&pvB4F7SbA#Y@5YWy!7Nn3Wnzj}nEEeqgZkBy}5
zm#4qt`j3TzlfALBsS7}xK|w_9t8bZlxBwU=Z4J#$h5vPw)ctpO@K*!=`-A&`#MW}L
z|7H2VFtyq0+Rp1OD1OVey+s=d7CKOR1j@_Pl4i_f6)C4KbNsU?w2kPJ8JNp2kH^~n
z#S&`^la{>oWImmQ7%Q-Dd6<DEHU+|`&oVR&vEbU)-yVqbLdGB4W~3V9=jH_=&7-#c
zjGp&i_PY&Ut!}$^CNTwW7!0h*x&VVC;f|%g^3<=Zl}?w9wk>TR$&wG!^-m0b+=+P{
zQRh?SMuD~jeH5gZJ#ODQmDi$(A;=k&bQ)zL68JvsTYjJC4LK>}&D***KU+I?1_*vW
zNVuR~h>{N+H7^jvaUP?PKNVoExMEmE#BIc>dSfl(hk7GpPQGJQZ7>k8Ot}QZ_JMpb
zLen@%u6+Coh!oGopo39p&5t&^;9DBH^$nvQ>t;MrJfz|(w7bpSfPq_S9;`nU`INcN
zCh|6a5^4D=6s*vXA6*K0zV%&Gd09;|vO@%NRpjpR9Ql){c-D_$EH)^0{@#A0pmXoL
zI_}M>O8a_?8OLWcQ|8PhCzBem9{N-*&)}WD=6QFOa_6OTQ5)QPp$@dzC(yCN3CVXZ
zcqlDb0uF=xnwOjp<Q%3>29iIG^<^Fmq}=o=nlng(!9T$JFFYvaGRDr)e?;0!4aUVu
zYN@$_-ftL`a1ul{*xfbBG1#DrS-E8)T8_njEym<yFQ8lcTJ{2x1ZS4P&(YRjZRlRY
z)Jfc^wv}b8T>8f{b#~b(^#<an1@p!pTPIB<{*Od)<-D6q?Ry7_){8OHuoufzt(W_S
zR!`e;;|#Uo%#0%*EdA*$s*v1cFK~4P^W>xW6`+P}o_iyNp#;2@IWgWP;WdS^*aaby
zIo-x)6V9trnK|C6$EPRnU%x5*gel%MJ8<!8N3#uG@2oP+Et*>B`O7Z6gOe>>odgP>
z1-c9(Tw*~i8>7#3sw&0>ks`(wdla<NCO@3XTZpYAhyg}463n0aA1{grG9Oysh@>iu
zR!if;ql^Pi^4AiM)`c63vO1|6iUb4qS7?@aCKu5dskjN47EK#i;ztoB+d1f;`7b71
z*743tUHX*RlMg^2YiNHRl?~mgH;y0(R701ckB=KGnoTD>N*G1z?~P8<%c@-r|H_57
zYZcWq;S55jc2cG|teAL3e_d1|r)rhAojn?o-iuv0-7Z0|37ocrMmf;S%wXv&>*9M!
zD}GyFP^)A<guQDyleD;H|1LQ}Oej(t<GtWU=vVaPj<4j2lZtigc!{hvkA43su^>{1
zIl=?4bPkmsEcN|1+V!=9#Wp*2u3d__f!q{cT2XyYzk;#hGkw6(yt0R)g%bjKa6b6g
zpzum7^J-xx8Kk!6D&d5@FRd-IG^B}1%<J3B<@wZQq^YH<<~QDw(Z;(bFN!9>oIe$V
zl{zIHbG<>hj@zs65P_0bL+uE`pQJ1N-|epUxD`um5}$=l?9~GIaKo8Ig9a*k14hB7
zImM92A4FToHpnZ<q^VDFKX#`O#=*7lk$+Z$T&1Q^tY^R1ziG^g>Cz!d-H@??X1k{d
z82(ZXG);RyshF*L;%9?{c@Gx37V(Q&^CN=cJ=MZ4fJSdoOz-C&bbdpSnHtZ~3eLp~
z_)VMLF1k~(gWpAxw^zMczt}RdaNLU*1#|V1&mvP|PfBEq%2jslY$aoE2vm23;)|6y
zM=OY@VC@zlpoE>bm?rh>SW`n=eX^gZtTQL12x@bPwu;l!3By$`PuTFWOPAlZFiBg{
z82V&}5ciLR6OH|EVg8?3E+4xRf!r4OI(xI!={i>`AVG*j6c#GM=FL;^G8ELkHpDqd
zkF2lZ{lBrfo-w;$65oSLGkp!eeH_>vi{TG}Zm6GFX9-&uA}2rYK-&<vv7Uf6fXmu4
z!-dNlC(u|#gwF#J71rgT&XW6=3_y}3`X6)YLbE*}=eqjD3SmhkOYKL6;$#O$$cJ7g
zqq!*0Ig8_o%ogtsUs=b6>V6*}7Y4T3&^-G|i18?#ilwTcZ)6ER&3f6NPJz^xCC!^7
zFf&gl<Dqh}OAo=C4T(xl;Y9AVO~HGU1IMsB50h=V76Of^L#T7`WySlK)dAGO6No&;
z?7a&tDgl{oN$&CAIf46v{31{wa_~Pd={O7PHj0v+v*K-=LRC1xK}x-$f_v+5V{S*y
z%7YTBh0*f4gVr8PD+_6M=6(W%;W{JbSX!X@0#8e<leFj1Wuu3s$+@u@+VHeXe56dm
zj5OsY8(ilL0`AChC-PgZ6JM`4n&I|a9a?Amou4iHo|{OXgxEDb=tXHc37;`?5iJ54
z1}j322kf;Fw{@f_0JdW@<S>wf`QEYK0e%H(3jJQym=-;cZG>^R58iQ*MBR9x0d@sx
z`4d=*F0kF!?J;kSB0aOxJH8R2$0wLx(CG4{9U*!`aRz+-9Z{FNr?T4&ep_&%6X`E#
zv4pRJ#I9Vo1!<TIgytTN4^d?9bo?6?8@%-`jWrF8HAm(v%RjACL)=5coX6I$Jj&OD
zyr5n>zz@k}xt2uIK8-836i-$cc(ni6e5lOp^>=im1}p)AkB{Vpe=wi)wr(?NtGQ}%
zuxhBd)d*o0Ai-h<?&ase^fY#lZKemc??#Og$c$ZCNAt^x77mEU!J<p@`7ic0sb*UM
zwCXEYN{i2jH75eFAsZoGegU8sU~$@m9V&+sLVL+u?@`78HE6uwlAq&KFVa;~#vUP(
zO*_6<=FpXUFvEl%eYg9Xv1I6;KI<lG_SnO*4gtDap-QAUcSBO<6f|MMjCYs0i9Qso
zI#yI6|MXDp$yu!ZV3H{OE;7E5^}2h~;v^G1!dxA_Nj2rZ(&NHI<Z?LLvaSv_Uv3d5
zeHWm*mVxO^8SCO(9HxNq=26^gy}<~T#ZES?h2vPedM&y?DKtazG#c@>SlB3@Z%&ui
zp<B%>X3qX61d!iCUe13zGGY05eIx8-?;vFF0nq+S^{{cV0XSLzQu|8wf9pA}uVI3M
zp_A#CNc)#GlQlK5H2m)jOr7mros3PL0sqo%!e7en%g*_09f!ZA7{gzJ9`NPO-1I-x
z)_;`d|EMJY|7ykm3xW8b!tg&t@7GZ6f4iOm6ALp3)Bi&mjwRxbAb0Q6oIx>zOs%CA
z4az1{h0z7>f(k=Al$t{!PayS%m-cKiSfARtfU+Ts3<8x`PNrF#n)zlyx0tc)n-paz
z#<&O4MI*#4Pf~44%phFKj1R9kb>+ODbFEM5b-e>t-W?xohci%OP>8^0FqGKTcFhg4
zE!Su593oP1=~kxP9`-iX8q{A`zul@U_~}jS(Wd1>w{(FTSY(?-Jwdxjq{)CUI~dd*
zVt_q9>2J-BJg&Z_y+`CcAf9LKHy-9SE=!;M{?rm(l7I!7=JE)(&!$`o7wdRh*AzUm
zsBPe?Odr5SZ23*Kvg>ywR8$aXo85<iW*}st1bTOUS8-Fxw0l<HKP_s9k{}`&AKbWG
zO-sevm;38zpZILeGl7ju9iykVkfsdxM{UvZ{f`sW){1;w*G-%$SCR`?&*!(wu4LN=
zlPo0oWhl3|y-D)b%H2x&R>8#jnQtpoACB(aZ}~p^lZpg%dlX6>Lw)XJFP0zkFTDh6
zBgUPb_K4zc8r$Ew@bl<Ic50CCmpkp_&Ida9_+O2m&t?2KxxjEZ#sfYVZ9a}>TWmT%
ze{8mNqONb(lez+<Akah{0JptvCUhHYKZez6AVuu7alp7Ia_FQZL3<kl>SDfL!xN=L
zygd62D%Y`2*dpNl_&~;AcDGd<m-on%I{HbWdDANUp=UuFwCe};Wcjgc*u2$85eT`_
z-rkgpR~&!8Phz;x7{VH!n%!fIxW0G=iNJ-}Hhm8$#7vt3Ud4ylXPYio!asVF37-vc
zyQ6K5$?={S_S>kIzodIz_j3Q<xy`SwQRZ26Bou=1j1w`N<Ifb4v}U}1syCZ8VC6oa
zs9T&D0=6!BGA+`=RWY3){q1X==|B7IcU1fwE#f}zTDGH#i9C?LfzciZvyG^Hj}1Y%
z(sQ6)J*{O7mxhgNo5U%6D9}~(F8L&~F17m-$cJ8&$Vtuk8)TMiF6n8pVZEO#gmQ6@
zKj4Xe<O9^s5nk!8)bCssvK>5Y&kM+AJ<Q&9LJ985M)ptZ^vKv@@_ys*sbn|d9|bGI
zq4_p$p$BZ`PfV7a?z1Y1xyBRzY;C10p>5qj+5^ZLpPLXqRY3cml#z$`E#g!Vdzr_o
zCUmoSuLm=qT;2z8=r?y>p53H8^-7ZewvzK9_L>CF6Ai$;?=#Ku5Os-1ZAs7N{k?^P
z6Kn<b_;I^^`EdVn>kwB-L^o0`b9!}i-d`{oj~P2BdabQ6sDI_iv~nH?8xYTfqpXmM
zvumVf30^%zxdQ_Y-hJ|8x5POp-OSJpaFI5$`F@53TXs~8l33T-5r>;y(#04EQWEN^
zXf(?7ZLE>z_LYE*?N*YqiV6|-<Ur<+pwDyO!x8Ljx39-rm*#f-Emj|r*`jdI+pU8K
zuUI`dT+;rVL42>W=|TSNZ}PpBAsyO+Yz<C@CRDRY&6ilZ8<bsV=j8xBmilFPq=a6+
zls^O?e{P%PTXv4xSavJ{qTBG~YHNm)v}T11fo)+vJ>2gp>8x`7NVo4VzYpu%Qn-@{
zg+5x=vWfK>A$&@O-|ALBn_slh3XJw94o^%JIp2L|K}N(Y)g3BBCOlB(;hiihMG?7n
z=do{4=CO@BY0y>r%skER52}Lj@>I@&u|U)C+E3n3nA02+%BZZ+fD_2%TA)o7J!X#T
zHvL*X-kFxxG?W8zPuUYaN=<9Huz(mAink&O8l!_TRiE2<_?tM+J6*k{XWJOdaa!_r
zy;RZT;3FsGE>_@v|AwXai+Vmv6-9R>t1he;H1KJ4WzbiW@!(3orq71tne)%n_WpX8
zVs6L4;dz>}3nLPxzZfAzoIx+j!+l4T=!D92A2gMK&m$&z*~AM7!Z`zIzWI?aFv5P5
zN)VB$#J_X@{I~-nqp&m#DK}S%EnY+sJmKdrHe(dQMXbyS7u7fs#YNB}zDL!+a)7<#
zRjpA(7xAJx%zgkO3Sj~>x?_={E0G9lqrEIpMA1px#MF}5loteUKrBVrv{^*y*inXv
zR2tcoRRk??%8f(<se}8Co6nYH6#s;aRaep^QdVYSt(SLbql%&ru8A#dW>QuHYGQYC
z4IWEx7eV5wDgk}0ZpjrNC_|n)(~@WejHPFDGK%ve1ySXd!px%RBAH%Ul3=P(zuEO%
ztxL-TEqs@%Ym`(3qx}kXO(Utp7tJrvgnpxlvh~VwxTc8&RuW(ZpI=gcl_&7;D{#Vx
zIWa2jrqEQ8COPCcW>{}mAe1qSnuH~(Ob+oP3(p+I!4m2@zYFXznpFVzaS6>S34)JH
zp=DP<S(>6sK%(#Sq7yN3iQ>cbX#@wV{)+sX^Rrw_^3~81YC4#PHK8Q%ZhS+FeKin?
zVGY!h+3l51b0VtXlJ`m}q+e4K1TB{;5(gDar4k@gs3mcPtw=pb%dwNi!@n*?szj^!
zR9BVU?2b(Ia!(<3J)(~A-s5FkqL#GEIzG~|$zn_1xT_?sFH)sa>ZwdDwo@UK>@Jl`
z<d$4KTKS4&1-y!+QbKLQ0g4`(Bw3f2@+w~n1!?k915<ee2vvAG5h^OUjfuT^_WL;J
zD=JnS)po|t1;@iF;<Q~roteZ(I{ngXcs&5A_$Ba8Q$(>IBK7|A0!qiy1JEmQs03}{
z)h6x=y$}xH(C;rNKyxCNhPCL9N&}0>vLYaILX?Qb-q?9u%!C<S6&S5Xvw~W17@yV)
zZYho%>k)EP+$_dL{=Eb~mz}sxA)sI0It{80ndtU#Z;gYUzIl9t62MA7*c@dKhVUb1
z6qnW1d5*c}3#QgiiDMu<+${G*jv%8E24}E0+h>}PKFlnK&s2M=!Ir@*3z5uIU^8nR
zPg2_nk0apV+$hTY^H&=kf;ut3as95Yo-&YvNMj^#g#Rf~Z4sEhPj8ZcysFSXX%ZL%
zxiZC~<G_!m-TfOn6GdR$12&srC@TE!Ey{HkA+KE}We!hSVn;+6e_7^)98=jOt|d{@
zYNRR|yTY*rgNe)?VLa)%ObDy7#<6r0fLvs#IV=93J~1ckrFeSNvf4;_4IlJ?r;uj)
zI~A2Uu`0WuKq0HL=4i#V&FWqVG90eTDof2dG-)S52r+0l7Hg#LsP#?-{Zw5k1z94A
zHeeJ)s%3Jf2z+!HFb=`DsWOIAHMT$cm>Z<m(MH4vi5-Ev=%|2W!M_72a<t?@s4^iJ
zXB`FCLQk0prD8V<Dh!V?Az3;gxol7#Uqi&AyjDmUbg-357o}D$)G=eC)Xln=N`*zm
zDJ<(Z;alWQ=Ea9q#z|{JRD87E5a>^ar}lRI$d9>zLuE;2cS67(Z|}=2wc=a5@q*el
zse0{3vU%#m!9lf>pwGV($b8m7o=NY=jx2F(b1><ob2n*KmP&Z$CT*OlOI#i1H*Mi(
znJ=#=Bo*}>C9dFy7ZhdDQ;s=u>@9PZQC(9gw27ywFF-9usF1%|nPPV&ZCQZmz>R~)
zUVi4c!h8)3uZ^BssU4HHXjGXtj#s&LUlquM8p8YbyBAW5MvC-|YH5Ta<1I=;0V8Bi
zx;k#_jp2N;L0jBT<nbl46M6?Mett?lX#$Mt4)hKZ4rP5G@Bml!{QV%?t6ob}24hvC
zJaL6IO7$4nwtyrkeMkp^MHuwl4C?nZkIH~;_;^V@GrZBWSMx2lZjWBqjl}426!O3c
zO0recX0wo(NYUA`{QjQepL<2-%&r9MNRdu--)tou-Y8%&loy$_OUDy}TRVw`ME!@e
z>+N9{hPF`F`43VQo7Qd$8EO1y6^Y5z8DH5=R=dza8IGQ%*Hju7#P`BwM}n6=%HO<y
zf<91`ad-)=QXlEM_ZJ}65cyn#3*nI_9=l}$>WBBZqnzcc2}nGC-t(59-N69lPrG=B
zdTB1BKYI++EuYde1eaSyh0BHFVdKpkMeR*J^M$fKxmr!zr7zzte%+OR^M3Azu;n;u
zSJfjlrq;}#35VL=1EwRwCt2nOWrU-G0SX`Lky01Xy9gFk>;Q|yyf${s4y{j7p3XCZ
zAPE<sp9#j)E+#{Dqo)I)@~NjsV4V3`^lud_gEF=-z`dJryz`2DW2u?o*~3d*p(EC}
zQM|9nvr%-m@)&kIEzw>OaS%pzJ3F7{tHi(Kc8S^p^*uuvLJS#<e}W=UrJMH8C=B7M
zu2Wy^z^f<Y)-e)}Cr5<zHE$IO^sAbDA`XbD_pO`2r%YxTVcIHa)9V}rXLeiYKyt+_
zk93k*d8FU09eOOiQ11p)e*EFsOU6Ncr49BQ!ldK}I<mEl2W(Ohq^MCo@rRt`5-L>e
zJUWBXl}9Kk#FeACg^xZ_zd<khQ+l`sK^;6bl6lGwL=q@{k=JD1Q%qU-lVk2uWD@cB
zY^L?_=TdQ~B*`K6ohTa)Cgf<}0s3PepBJQiNrXJ`!KCkTdU=J=kdrxtk_&VG*cSx)
zZ$iJZ^Fa+jysgC590IzV&2x!IU)Cg?BEIPkY`I1{UHV)1lvs2iNIamQEvCAI7_Eu+
z{?h9MH`fwKkyZE&o_vVJ>sL<2o!essp29y<x~u{9z`}CI&-nx=I|$d%$T_Msb-XcS
z6)}*f%h;elQ8B#-gr)5d&C1@wS-RN*CRMeL9m+$P>k-V5NNJO_>H3td#U$njlxp4d
zHR1mh_~|imd<+u%I13Z^D^cuQQnOR^_*_cUEBg!G1~>dqw~)q<GW6&y2Be&A?-*@~
zvWK5+u}#cVshiqfIlL#PIA;jLOXnUokEQ#<-tJipFFh>q2KG-*+n`cCSVZ=V5@<|2
ztl54P!2XvK-~cQFU@TtdxAW5*A$M)im?t~e?wON?^IXxsT7(AO0FNr}RW2d}NDjO3
zgMeONHv=Iv$a+s%aOI5A^z}aDY2`fw>!!#+H%Pkn=Pa+_d3&O|?LKMl2r1a;RxC4k
z0Tlw0aDJsZLt-O0Vhw7E==FeP9h;;@EZhjFbJw~=?Tym)Kb-n0rIcG9{Y7v&hrt%!
z5n?LjX2i;_koKO?qleM<>E7~H3F_r~>v>I%Yu;-jSIVpLBNgyU56veK(my#jFJw{*
z3h~;Vl8fn5+;WtlYTvk<<!)J3hUob4ZaWXsbcwGX<{5suRj{REbuIAzupANZq(gS^
zBuv8^U8s|g;PDg=3bljp3B5W+tq--sCTSFbFD=kAa(Y}K!k7)O2gAJEVrr6p6VJ3F
z^(ak$A#-Bt>qil9G&GLz*{BOl4})8w3L72kB^##O#V~dY0@dc42J;R-=mn0Jfl|V8
zN)_f=sZVnZH5=x&_vb(jJX+RcM15hw;MS-Y2pfeCu16Zjrm0ktlcZTIr3@9)q@zPp
za!xfCvao+Darxp^kuVj(*|JoD_4R}&$G^*x7@|#UP<D-=YV?cvGdLt5)d%_8oZtw9
zq5}M86(|!NfcM>9J@<#wSyaOgGtc#=Q_dI?X_oa_H6;(x7S$e6qpGY=W6Tphw@_<9
zyDfz%wbVlrf7duyjMWqya>ll`cofE$F0~ZsR@b(+H8ZW;sUMRb)W`fvo#8f@)ISH<
z0oMd&f_20?CEjqKYwyuuks{_>)bj=QOEM!za;zIs0>}^x<5P4ZjkNBVK)lwEDao0)
z090Wx=EZfHRY@S%4{G6-tS!$<<y%KG^}OvI;IFpV$?%Eq${i~o3eTk261!O@3@LFf
zpDO)Q5USX=JQ^ik2M#G{kXYk?a%N9}NJ5Sds?U)11j0T16A+e@T^wB3N&d*YO1BXu
zoYSzGNMO<Z2m&oYclYlCHQH97BSxVIue6(OAvLLkuk`5&VN`(CZe8Yd4f9L$kx57A
zb_u%5{4K!PvXyk*SrF`@jiWu45Dx<119Xt(;}>j%$~O{BQ`6@TzHcQ7oY8!sfrew;
zeM2UIb9?-auRuDEjnJdG=ze*zZa$7do`N8C(tE7OFDkuK9WiWhbb89j-A$BDiSt|B
z01mMr`Svt&M2bJh9+If4>QYOogvohie58-JHYpf6zDEWUUbXj-OxuKpKj($6>gG}J
zght(aBs%c{hzGXw9f*bePw`$_;t<s!&0(6NvoX7^@^J-$IYOlRfbwS2jubweaxHWn
z_R5AHX))Ea&J2ZSYCT((>QIZ=%Ehlgz|b$<Cxa_5c2X5n-ZKQ7aV{Xr)doz(7p(*c
z08(S=OlVB!Xjm}dWBqn;qDJIUw&P;BLJ2#uzy+6+PpirAAm6g)4u@yN{A8aZ(yx)8
zRx7VC|Joftje*$S1aq54aCi_CJ+l1d&w_6VqT0)-N4rz)U8+aBbsbO|)y(+at3+Cp
zxZCuL$Bxx@kB%c#>3VAxE#en*rqF#ZSpn7F4-<h9h@ZPudtZ>kheB_WM-oR<-b>YQ
zr${j9Iml?clRz-4x@Hgx;}^L8LT1~*Xb~0Z=dB%ANHDvbS43qLNX-l(7I7m5SXZBj
z=v(*4fc}}pN8Itt*KlERAAOLHH@xReVQ|r8LzmA|-vaB!?2u52bjq`~uCoU?35k@w
zg3#D~KS|P>w*`d<vetf$E#7IJF!wme%>wZUyG}ViCzpLPFPGMH)h60sv+9ahe`3D|
z0nX8bC8(Gr&dsdy%j*H1HakY7G2F%m3>j^FvuScVGQ4|^Nh&7eiA<mo?5O2fS@sLS
z+so0CX|X#H)zapS3R7r<Vtk}WGIdbzM1>a;AR&mY0qAdZEBG(y5lbj&B)Qm?vS7B1
z6#M3NdEAYC5DGx%V=e(;=JZb{XA1WH0b-oYBt$hF<IJY5lJL+hm@Ve&_sC7*BBipy
zBpK+#{d3x*@P~(HDY=oThTqdA9>NQrDynrE+6NLAYr>JQ1yp+^sT7VkiosA=B;ij8
z5(o-J<B@Q&twhlu)mWT=_Eg{xzL$o@V~tfXWBkAkw1Vj%8)H*PF?s4~G#NUIn02v&
zX*s!H5hdF5LXFAg?BbAdCEj%IB5R}XeF|kr@bHG%MDcI5GY1lxqQS?BZ<+Ri&Chqo
zr04UQt|le<1{%e_mQ@-18;+JI-cLQ{npJ7_Ii4>qM}G6T8(l!OML-)|r`bDfYQbBp
z*AA3u7)HwU?pO+bU9iqilAU$yS1lF%cHgcZdPX?Hl0K6XEtqS-NS9mZjE=qKk%u&8
z(%Ss2n?y!9)iAE6S)6Z})15Rly^94MPZ1F0K1qCVSf~~c>Tef|ZXAuF)<8~~mBsU1
zLEu&dH$C7u<vk$bCG5#FPNJLDz8p8RzGXRCT~rX31X=ysUvQD9_`GJ?)MqS;Bz@fe
zqtTtg99TRYF!e6+nuA?#5f6%XM#M(!fKl4E*xj2}wJYO7E^Q}q#<caxQl1A+l5f{j
zrIQmY6$)+bX(#+-_T<c+?nqgf0l#NfQgqz%j8r~f?p%0BvF~rIdXNatpkQwgPvX+-
zpYj;wuRreojO;Jx>FIy-{k%IJIo}^yX888`@G_G2o$vkm(3E$2WWxMydj~)7km6_4
z!ojSN+xuK+n!exb>2@3<VcyJiv%l9xG%Vhq+q>2>cjJ$MQ**S#ju$V13;K=N?`t$s
zHC;fNtwXxYN=UV^k1OAwKPDcJ5ec8wJ?7c2CPHb8!g$v~504p+zWIHB|1<yXr{BlR
zX`b7{+Ep1{8ST42^&Y|Z@6@6UysAKa^Md*2xv+jk8Gb%q9U}Xy+dX{U{5h1i6-KN$
zX7QFdTvh$VHBWCUtCXijpF~|73A7`QlxNG-;{+r@d-8kSW{Apa+}+=e9UO1xqpoZy
zSb+ExNuls`;8ash6}x(ltu?9A7pLtLY}=q$>$`53^Yn!edf_DeKF`E^qVawe<HxMP
zYbOFp5~!qPCls~7O2^IDZkJPxDQn_dA9m_wk-uWuNE^uZ(682KnCsxia!HR56l8FY
zRnqI?bj3sl3`m^>gBG7;Q6?NH{*+44dkE^2)xz|jDkQko;qY96>16d&>U$h5#HEMW
zWvt6Kb|di|jq!820Iv#N*D%2HFhJzC5wF|>?zGIa@q&oP7_q@K^tcZec5EACU&-nH
zBg}@fYT}W06kSTxQhkHBHy4kf-5Jh8h@dmo<rGq5MsJ`Sq8+aSc2Ru!1QI7^xK;<6
zWgFQP9FvvIKTH|Uw{k-3z2T^hl^0gMz(a<&Rwnb)?fggF``Z#gibn7Ju<ebQkdB7+
zp1+dsZB#3z&UfNSqkc&H+7SD8;NieioiGY|p{+uNe%f~XR6`Fc5A#94Ldftwh<XE&
zS_j6bq5oL@>Q4KjRDE5>D`px@F3XlSwgjD?n9zFL7|zFtfL=FkZ%%j087i*GJsNn|
z=?f-=hoe-#nC>np>s)~_GNgY$EvDSJL~CtG3^~*?vSwy*FSVQROURNyG&Q0OoxVls
z=DN{GXffSq)ATMN+~c78GpIl^(i+c<<gjL<N5Yg8bIdy^2(vRR!>e|{(%VvifiQdr
zNM_K{W+H|s{X<l$XyP0KA^1tlv9vT5_}(I#Aua0qVs=7og-p84f;RY_2cLxgh=e}V
zca%etC*kd-mPIt!Ny2kt!`@Yg7l_3j4n4>Sk%L0`F1Uz^yyehPoV^dmn{o8^ZO<9R
z)rIHxp(#b|w6*dBTmfI@snv(9V?Oy{-vV0J3|(A_HZPkZce4?>Qkll2%K1e|LX?_m
z#t#ckUHq1^p$3;<aFBcPhrp&Q((mE#)HTy;X^YDhfW|q<^NBSu34=o$eG>|69=W0E
z5blmmrsq(?d!-4`nc*)!$;Of}18l$RPyWfVJRSnc8yC3Lfr<KalvLeCz3vNvi{lDy
zJUqKQu%LbUT*a3w8Yp9KhD&f7h`2p~Fz@I97HTVFw2+@{Q2d=X9z=cHkzsO_2$q~6
z`8cDL7<o*X`GX2>8TlR~n0Td8&3XyepkBAygb(`sMaO$NyUUYOv=Mb)q1LZk?`m_$
z3$2^EyOaRn;0lRIJxEgBi%V$=Tp^R??VX&!jNsk|O^K`(cuK+7Slmy57QCV<Q_WT$
zqDan%*}@uO^ci8e*AcGb8ik+GLiaZ$Hkty2AQk8mMcQDTym0Q<nDXW3PyB+bHM-8q
zKOmHqe+YpWzdf03eiA<YPK3zeexu-g$IY7lz+}H2M3;a3z?Luj94)*2CNWa^gxuM!
zrV||X9hr;cJe71Pce%9obn>cikQQ8RB(yx;-0LILSA2{?pLM<Y&nbN*R<pySsHi*A
zQVdm`wWQ1e&IYnf7)ios1ClEz@8}v!Ws&h-N)NflitA3D)j79g-)?ihFD!z*=%tMV
z+)UHg`w9yS(@<H=G1bn-Gy}@6wyssm9SnFR4c+%CKU79i=e518p1)9IU7lBJXVNp9
zdmCB>+Qb*f3n-yMO0jGR>u&I1HtpAC%pkFv*sZl$ps|V&Ew02RNEdqR$Ej5^bwmhh
z@RSf8be5;xVv0~Bkr0vRm|?DEM8m%kt*$rv1?^`l({^_firvp3yl6SFgRUlI?RLhG
zDz|$I^%?wno@3cs-FX6xY-=4vyoYibS>f#SBp?hd(_{F6d2d0%z{!rk_2w2^6!jF6
zYDw5R$}|@d8Amb0J`oXKF?IC)^0sC|ucNR>ex=D|y~yug@d`gO<c8@?lGUN8y%(9W
zi>yR-z<?Ze!TV_hixRu9A`^cBHYS4(rQ#DHy$dxC*LWMCXae@+>!k_o!l&r62NW8c
zhUPM4`KzyU?)lb=G3S<dOKvdW;dY~fwb#8~Ib-Mf!z*Lrhp0{6<E;rg?j^MHRC{I7
zNJ53_;4ks!TF!fgu8HC%HP?*<o4t7ZtyXKAOjX#^>rU0W^(o~M{`T&u&UcTi)zYC~
zS618Y=Gk82c_tcedaRe&+C~~*D`GQU@IcvP29dLj4_(qc(yHCV-_N-l%+49*Bxj9g
zp{p1h(S@ZSZmu~RnU!+d0GD1R2DqD=)wY?D`^mKF;p~M!-g+TcHnc1qD$K71Z5CqP
zcKL=x08ODD)*N;p?SJhNUt#=rMwK}m0|~9k{mV~|aRsa){LvJ?5@?1FSOI8`*5m<b
zf!1ERt8jsxoT|h!%UOdLi7QWNg@DkaK(8@Pbzm-=xWq!gU7Iajq@@I7I7qr^4!7HL
z>+dTPhd!XdR5Wst)o-N48ZD%^i;OR+$k%!^qzJ`EcwSB$ljY&YY2^_SBqkb%)7C2#
ze+;)K7M|I!WR*&%oNA-ISQzy1I)vq;MFTQ3NWQbwl9K#EA-Tmsw>KeIY9qf=qDsx6
z<BDS)ThK>aRK)RMw!WlYw9?d(7WGWtQaVg6X%9`S?D?iKskb4WqD%ELL<KkjuoK5W
zX$*J@{jAdbMS`o0!Id?rrUu@%<dS(SHKeu%{;`4VGpI@PZJAU7zs`=wf7u1_nla^Q
zG?FPg=Hc#<Sv^FKq}z|bCHfX}!hAH!Z?ZipcNqJz<@&(wF2ZrpUZkz1(~#3KuwE_7
zzFt4X|I)lE%kHA1+vMH3ya4KUUw}c&q9mtrRlHMoASG#ZikUbx$HE3b&mkID;$BWX
z@rfj>Mp#i<6{zH{8BxMGk0Y}?j6ydaE2>kR_eM7!4<>Q?KUzEMs3`hy0WU}>D2;%0
zckIG0OGtNjgDeY6vveyUAuUKMA|c)73Mk!5h@^C`q%??xcm2M5zkBt&=iGnp%$Yf7
z-t)e{nR(C5KQr?@qasJ)sv1@BoedrfHN-3QXMe3X$I}`6oqbi0o)<eVkb_m<DkV=b
zB&Ck~lj?H*QrhRzebs}P0E$C9IcutZQn_~uG{9~pfE}L4Ly)0spAO6EmYoe&l^?xh
z#8>U?fNrH|8!o+3qbLrwGLX@bc!cgqDt7{Q(VzzfpV(L3yfwO##|48i9M@jY8a$Zo
zhde&8Ijt&dltHSx*?6yxOH%~yeKSywjqIZGEO<QsFnTqD-Pa*9YXq*ax=Q&O@O4+W
zWW^+SIgy)$^*PkylY7z*Yoet8nzwh$I)g1$-xed0!DDFfhvwG6+Mj1R56IemUoDdT
zMD6drIy`T?zTA3@qY`Icj+StBZmGeFy`cU$N7^2_s=81#Ko|ay$E^!yIvXi#ZMc6o
zu{>V1CWt;{iL24)D2Cpxr|<?9>To=aP?>(@M-!oIk6s|Y>+*&VAOfC_MS5zftOoUV
z05|*Q6?Gn+QZXc!Xusbl>Eo0-aNrQrd?(rDo5xK@SyZD-*r5+if^_Kfovf5XlN>tq
zYyEn-Tfv0d>*gx+OQqAj#=Hz3JH-G)m;3T0lvzRJ9Y0(()|g!2MVv6ZdSmvA>7&vJ
z*NRs%F7N<cn;xTfTzFROnQg_(sv&|eMeNz}u6*a#F0;5bo~H-cF0*smB&hj0%-h&`
zEsGm+`bz9DS{mObH;N#`4U~S&Y=0k{8>?)1BboSBEBTqz<s+surw{#1-xQ-bJ*q!4
zf4pPaLSl?9kt1hOn`4?B<fyE=!tzO*y$T04^w^@7*FzB1$n@>a%l;?}k2%3LHHU<n
zN1d8m_?|r;R{e^{ImCS}yf8thunf5I$|+jC06y{q&t_bj?&!qO<0aMkyV#n#qXn84
zs5#?~zsC=$X<8PkyZq+vb#MK>FV=hl_AlyY>ppJA?ebPtBNvS3kc$uM=h`yQ1kOj1
zRvDa6r>lJzkPKp<tEB_i2DLrLFL&3h*WON>G3Wxar$3U>B$N#hI&h)$Te~IS-OW87
zJ|L3~H;E%dxn+R`5>1(zPA$2C@ivJ`Fbcxn=+yw(egiojr(hcmI!doDE;Mz4fT~7p
zrP`2~xRv;%ftGb93l|rE(P>zFV}FU25VDNtA{6TDN@3&7xUa+l8j5)D%mfk;Po6Go
zcx@<qqR2|FIqh5=F3*`j&8MM+-e4xW|9FHWU&5z328MtzhFH*uLTq!Ml-PP%k(HL;
zFuH9p-fFi()^{nrIe~)rx#BF27{8>t@uBMj-9l9Go&2>Mbw5IxObLD8o5_QoEovJs
z_KO+a#t9fL`!RTX0O8|v0!haDaGQ#i78`W3zDtN!o4fzjl`Ddh%J^A2<y4;Vd+*6o
zk*MJpJ}xJv6yHH_%9<X)D_1jv%A*6Q!8Xk=+&xMAXC;#%g4Exm<?HDik}r!Wa-7jT
zp1`k;8txV>oIm7FNflr-cyt2OvZ1I|QsI0znlSHg&~K(Ab3vFN;C-G_G|#Pawy_F2
z;CGw}+IVlNF|wWS?{QyYq6)>i*nq7a^EqErJLa%xSD)(ngvDs8e`Q~C+Vh*;_$u?0
zxy!U~%q{Bm+S0y<-o?j0#j1Rj4#&3vxffPZ>$!D1$HRxs0vR*K%DgBW*9sC#Jg}5+
z;yty{{)E_6ELZnX(50THES}Jz(=9N{Scygetz+d?o!_{GGi&Q)+q1+(us_PUVi;v>
z&ZQ<7b7$hW->6@)tfD2Nhp&=sY?3u0p=sO|4dF&|*$pruYti;=lZUY>Vbx4uc5eAc
znFsgqXMYywC($sgJgj~zEw$Jh@@V*M_4=}le|}>A{$`H%NG^#$t6a+A^O>u2%8}sa
zmW!i|jEsxz*)}Vy2U0%+LoSxDKYq-pM&`6Fw6*<QJ};)F5L%tn_Ag&GdiB#g=xpz;
z;LmR1OUiAZ2i5g=bJiBU1zj7@OHecKzP^3%^YrMdtFQR=fh9>!PUI8*!!HZ1@b9-!
zctfujHXC)&myRvZ+fLBB$C|cmQ>%$t4o_OYpYI-xJ$ZUbI&XXWD8Mzin2~mRojyaV
zsP*{ZXzGF0_4O*Tbn9i85$_4CgQxnDf3N-QmEc>?*uBU=eVUv^79tAH&G9Hf!M7H+
zu_v5X$OlOLXAh!G8qEydtnM$3Tm?HXtx=wLEe)(2SD2Y9o4l!Qui<IyHEOPm#Tyrj
z2>tk;<K@kZ%fn40=aA|$x#6}2TT%)|5YjX&_0!`b(jh0DR7H-@9fBD#-k(99<T(sd
zJ=$@1IMM@Ihp`KTc>*d;Mg{@p;DGYV3XQ8J@4>}+f8$h^6V|3I``j(^ABw3Qvv_?Y
zh|I_7(>Rw{PU3u;qxf3MI7<lPmw_B-glT6VwM8TplWka0n)2XG;55&o-I!vFF*8#?
z%0Q6~HkP<r6I$WldpEWUvuc>-7|S+mpecem^32RYy_ICN#0*i+$)>d(_A{k#P5>7K
zGtNsIu94mMkUG@T`YVQ?HwXr2pw<z@eFkPrV>e_b^rB2<)BT>?%S<A##dZmwoZPZO
zEbS|G0)*X7ic3wqOXwG3sdXyw@lvn+S>=}&JP)r#@=Q;q`ei69jB)yD2NqPE)0L7c
zN6A1EP2B-yF2o@_HxyAB=E1ott)6G}{UxLBe2XE;di}+Wxq$e7#N-`q=|^{oD08N$
zt>pr$dxW%g-j|7WB05^(G_TAK<d(SxsPc*G;>{B*1fp(*kC~!{QR3!6$8FkIuh}>g
z(E~D6l2?A4L)=wROLNg1Y(T}royP9FDNtO^0p=t2%1GCw*G^P>x-;zVGxPwz69@-K
zpTPwvVLYl!0GNBK`qcVU+F@Bk*~<+k$~$p|YH$1vBS2n8AD*8xZy)!oIfa|e;@i>j
zSSdPZxudk0`^&B8ptV-k<y%-<yrmpQ5z~iZGMiJOOcKH5*e+NmyJn2o@Q|E^OQ5y+
zIDh+KPQWb7T*xW8N}!7_Ld4lup!jl#_sv`XX>syiOT>1>iOuJ&W7~vU&hls1-D-tK
zS1!pF=Sj4aUqiIhbvy{iH!o0MNgFxvMR+s#EfU=}L-!YX&4TJ&xHw?oydl5BGG=dP
z*&6zItwT;{ybY)!NnE1_o`!6tYsd7lrYDvn(DK<xoHhKDFz(bA-d(JxW@~H3cjS-+
z)Ayq7HY61oWgZ$995td!#>_&FYxIMpp(1xUdd%XimBy+ZC-70Gv=G!CF_M}i<9CgZ
zh%8(KwzsZocm13%tUow5mUuu{KuYr!n6E3r@9AdTESuk4?TfcG2h`zLY%|t|vwYi(
zzF{^cT@mA#{UGe2vUqaQ+C;wQeZ`E8nF-SU)Q!;0;F7`%)`a3s@+Y%=)2b<k>_)l!
zW|Oq-{Cf}Bo=!gQt$V}%+HQx&f5%?@9SJ|tL*EnU<g_CL2E`eY=`jN6#j7)~M!REr
zBGI(g;!@`yL$79_lM_$ZIP{u;1#kGj-QG=*t@7A-rX{shE9~WPMzob!M;=sSd=ve2
z<=aTB(c;$@_o(KSl8Vs=qn5+oLV+h@?1C27UcN?Ok{CVN)EFDB8nD9VKf>5xc~Lb0
z;UIPY-rJU-FXTRMI+%wNRWm2wqo`0)ZmvrO-$obGQbM3rnFO&<FX<^=0-G6*&l89~
zSUxDw8Ln4_wQ#{kkC19yK_+UMKE%p9%Ovbty+vb1`I<C+J@c%e4)@ew4-r?<>BkMW
z%!n4$S>62Nsx~uTH&t$iKFCccwlUofH?cz3A)^bc8n@S9OG=f&&l%S}rf3}O%6?Wu
z(9P=0k-eSj95Nav88K%*xM)4>(O0cL-p=bZN~so7Ui#XstO|lpBnEn${VKLs74cp)
zy-<3!6DCkH6Cl19iq)kz-Cahm8C7RxqvDbqW9_xm4p+%lR8z|cO}Ov6^(uv2aNw@k
zeaJgp3y{YV5#B4(3wB%C;aktWf*3~Sg&liBiMZ7WZ0=*Lq@H(f3Inj~WJC$88(58u
zi{7)Lnlxf&#eiD&&3vSVGH5@d=y%E1?HQ6j11p2H*a9|_UbhiuS+}Q?H$o+fs%tM8
z@GdX(t749fguzL|oYL6XbAVzRLOK~%oV_G^9ah$Mb%{BYe6`Na?&}Udg)qd{-LUhZ
zBYruo=h!%Mz;pjQS7f-mNg5wZo%n8`@07c7_obJ)ZPqwrqbp@VmZ`M$I4|cEg;Y}q
z(QWX!mz}XqHw{9H<%Wk4Le`8VS)=-ms{#hvK+Ce-jS_pR1I&{nELxbP3j57Wy*ruq
z0IANBeUgD~VyTEW<%5?XV8dn)mPX_YxEE+VKue5@Q#gBGNPt4j`mMOWf)8ZR64Wug
zRXiT%_f0FhSvor&9f2kta#KUT7$B4Q+>)?q8cA%!Nh{SV_6<h=%s~WufYI8VdYG<n
z!mCJ&kf{HCbf@iXSICB?f7#LWjiH1zNo~l`t{2ng`wG9Jp#jsSI@tK!49U~(C^5gC
z%E<~A!>$Y*C*B;52h|>5Usw-g+r0~Ioh!G}CBFZOcV{{0Br0g8>Lpz$8Et(U>nFE&
zUhKMYx|0r*`ORrjE*xG54SBPfk|iBVK`)m3M=FWUm>bd`_UK>DdQ=up>fKB=p#AY6
zGuY?K2U_dH1CUy|^Q!KZl{!dioFT|a-8B1VK2-#;u%FrKA!DX}$;XLO{t8%1&#?fM
zZFl>;!>Xwjp9?=4*U=F!Dqqo!vc$=(gAQjlXG8Z4yvS~0q1h|rHQxyH7T=7&zp4ME
zt1*qc(tjQU&?0@*oUNvaG>Qbw`lnus=-h7lY&~Hhdbc6VRCT!lr}Yy?VM%DEy?IQ#
z$E-KlUUnPj&`3=GYMF;0XG8V%Y3TDj!{;|^$nw4EgB-Oza?6jy0??nLA~hv*%h}eS
zQ4vR6Yk-^bv=imqcM^1<eRjJs&H`b_GUi$Lvf5{!r(*}Tv(MCFw^m6CyQ+`#*D{~K
zIGZ5bvB|fe9;z&|F{ZUtu9gaX284t8Uu$`TS0|l<J|E@t-UGgN<?(pi$}?!?Y8=yc
zVpkbI(OBq->a8k#^X3tM>kyrTkHA^(`n$Qv^fQFC0U%vEOxy*n*aL5(9Zes)Ecwpo
z$2QZ@#JMyn8if1O?*bPRA15nseTEF3n+N$@Q_bs8x95fTdPWyKSma~-F6J9|i;oDT
z!G*m7?0QX<?VBE_C=*{dJE!YQE?M_tCkY>?8&`r5=#VgvxG~jC>w)um+NIefe5ltM
zz8K$%+5+EHVO_w(b#0jC%1iJWy4UXLQXfsz4X(&7&3>4L2;GM4$bb<G#mqQcA=3g`
z^UbbI1bZhGGdS*qa}g^!C9dYIT%Ro0@m0pQ+ZC%Vr@tKU2BDvH<&7pJJm-xe6FV9b
z`*Oj~CU@jZuy)|9?(_Bwkn$U1N@1E<;t5m{`8^Z`F_mkt27hIqc$wL!P{E+D$+Zz^
zu%~<LZHlAePm$m%aXxj)>&9HHu2G}+#$3n95$O69QoR>l2beo|6jc|=3Qvw}6WO}U
zNUOUUT*k^X%;{f{_`QZOpOq)u{#XI?UbKuOzQltn52>P<A6UR5#gVPWzLI=zw&IAi
zFQ!z5Vviz!Bc;QD&1Bl#qo)f9=Bcg#<&#zB2(QGHMwjZum#QW^-qs{AggcOJ`9|m|
z+C9<f_P~6pKIj+0g6Km~XzFSpiXB$OR)u1_Z9)2E95l-0+N~X<-SuN(A_x0EOq!<s
zu4@VjcU+2CEWj=-%cU_%mQ^re!vL%<4l<uk#7saI9weD-6h;no{m5kR)Cp$gB%25m
zRt+ceELx=(OWt1^44d^zB99SI7Df_f1+2oU=LS1dJBIkifo_PRXE0&H2FwUcC#O}B
zUcMxeY+p~r6}{5;>g7iExL<tiyOrPc!C`YKiE=DE-xTUbG1Pe;Hp&-nZ7ou->_yGr
z0c@zjFEn{UQ_G?+xUc}EjDgE>DO^j*-mR0;(uk~hy0<b@B%xO9u01}y*~$|abzsCI
z-fP@&onZDZ(lGu4&GEX+7k7clunoDsF{T7T5h&Cg=-mQu$PS1Zkox*+flnQa@zobP
za)J|DC<;WJen8W-(oPv7alJaytP7uXTUojqZMyT$f4C#1MvG?E=y|FzTqQwr^lVaM
zP3y&;0R7X+N8-}TK`hCfo8dU3CVTFKwhKzE05TsNoT6quMIX7P5xVIxqG=AH-Om#@
zEXye3U6aUCY!n9Xy{RV!z8>!{o#|HKUIEqKje(4sOe8D^W(+e*ax$XBsy!VwaM+$P
z(nN2I=o>u#@+nLXE(p_CWy{j!kB}_*VKD0_eVD7~UpAwo@L1g1gqW=?EB~fX8Bq+)
zCAHEZ+?T77L$8a%n%oX3V$0eF^=^L@T_=<rh*`0R;i$(6fJy4>HuP|SyoBY-qeJq8
zOo&35Q!#FFB-6WrojbJ=I8CxC#`huT6Vw^<IkicQhnn&!e$l2R91njoJaMDL-j>xn
zyFil{(vmiX#cu9vEA%iv8kq05KRE8(Xg*LoRvjOB^7PD&^Ghs64fB`S2Gv~k5PO_2
z!xj+g<FWyI!03oTE^Aqqgtxf-%I3FW>I0~E88$%d81o;*(EaJkJ5_x*qu&YE+syOZ
zMd#@e8JFO~l@Hn@Erf~#c|A+@<%|ooxTsxPlKta8K+g0!Dt4l0rXGuxuca&TWp<lQ
zju%s$Dy=99P_Ls4R6OA0XH*D^)VXpQ9od7m7J@ZJ&l+wL&YpdRJ}oE2)bpJRg4q|r
z`wHPgh1Ja`P=;^dY}U(%=bIK%+4dH1Pl7Evn`^sU`rB&I?MJajiQK6t@0VX7KhB>A
zUL9U7o}B#nei&#jUD@{NnkFP9DDYx+Js^!S1o|_dbL!gmRDtR`?kfaEm3Hir{B<E)
zaIx*OWkK2kC3lwJbignjn>2Zpv0mlI$n~%zSK{8cmRx(e``_PsIA6Azi?&dn8?CCX
zb*hdDjtGuqT;Ts8o%J3UpEr`)AkK95zsirhFWGkGh50=GyZ4nom3n}cAV=%bb@!0n
z)q4sNyB?}BZc9|Rd0-6GzhQ9OM^&>Z*2=?tAsqu(?U=G$|F3Wr=oj4okM`mJpRU4)
z0sg|`{~NFRFHZh{#jAc%TmKx5x}&WZllfl*U`ztP#=($Y@<<;H-G#9){5PNF^&6n|
z3+4Z3h+p`Y*MG5Ke^<!EykRa#``>DQ0sjBg$a~tsypf(vT-QGV?f_c=0^kjB1~37D
z00DpqW@ZBLV-~-^W`X~aApn2_kN{VV%mRb(+xo!mFhe+cWAJ@`cbJb0k{^hXAXxkz
zakoVXcp(Jb?7aD1kbW?GM>_#H($#_+Q>%%zRrsYQ;8G9=2?2$LM1;UV%pxSjD+J;c
z65_<9{B?kiNVoqZ4@3I@r{BWg(+)v^u}g>&2>mlLLBL>)aRI^fcT5zcUBI;X*Tm%Z
zpRvEUe&s>_i9v)!e@QKV%L79}zq}T|#V{Mc{1$)2M4%YB?vEG{<C^$01_u4P4<R8j
zjKSiMJP<?-W2E?PJP`2Tc_1JJ<DK|D57XCQm*#J^!eA))&+`xlga5q`kO;<K@p~;;
z6w|?f#YDvZ?5QvWgfVUWQ41CMSMA>!zxQ5LL>S}S_`Mb)1pQZEAV4AEKl_Y1I*bM6
z_gYaAh{*rQ^Y(;cbS|C*1d@^%*@_zi$@G`41fws}Ln1M^+~1B2L4C(SyI+@*psE6s
zxuggb4uJth;80BK?0~jVQ9Fb%#0CNbVbmaEHc+sXq=*gX>}>785QwlS+y*X$fZKw_
nY=mt^p*A2GSQsev7qsZ*4fFK=>pB$`fkH$G*x41el?eU=&&8Td

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-reg.xml
new file mode 100644
index 00000000..849675f6
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-reg.xml
@@ -0,0 +1,230 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-016-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='2182'/>
+         <instruction instr-id='2182' subinstr-id='2'/>
+         <instruction instr-id='2182' subinstr-id='4'/>
+         <instruction instr-id='2182' subinstr-id='6'/>
+         <instruction instr-id='2185'/>
+         <instruction instr-id='2187'/>
+         <instruction instr-id='2187' subinstr-id='2'/>
+         <instruction instr-id='2187' subinstr-id='4'/>
+         <instruction instr-id='2187' subinstr-id='6'/>
+         <instruction instr-id='2187' subinstr-id='8'/>
+         <instruction instr-id='2187' subinstr-id='10'/>
+         <instruction instr-id='2187' subinstr-id='12'/>
+         <instruction instr-id='2187' subinstr-id='14'/>
+         <instruction instr-id='2187' subinstr-id='16'/>
+         <instruction instr-id='2189'/>
+         <instruction instr-id='2189' subinstr-id='2'/>
+         <instruction instr-id='2194'/>
+         <instruction instr-id='2194' subinstr-id='2'/>
+         <instruction instr-id='2194' subinstr-id='4'/>
+         <instruction instr-id='2196'/>
+         <instruction instr-id='2198'/>
+         <instruction instr-id='2200'/>
+         <instruction instr-id='2202'/>
+         <instruction instr-id='2204'/>
+         <instruction instr-id='2204' subinstr-id='2'/>
+         <instruction instr-id='2204' subinstr-id='4'/>
+         <instruction instr-id='2206'/>
+         <instruction instr-id='2208'/>
+         <instruction instr-id='2210'/>
+         <instruction instr-id='2212'/>
+         <instruction instr-id='2214'/>
+         <instruction instr-id='2214' subinstr-id='2'/>
+         <instruction instr-id='2216'/>
+         <instruction instr-id='2218'/>
+         <instruction instr-id='2220'/>
+         <instruction instr-id='2222'/>
+         <instruction instr-id='2224'/>
+         <instruction instr-id='2224' subinstr-id='2'/>
+         <instruction instr-id='2226'/>
+         <instruction instr-id='2228'/>
+         <instruction instr-id='2230'/>
+         <instruction instr-id='2232'/>
+         <instruction instr-id='2234'/>
+         <instruction instr-id='2234' subinstr-id='2'/>
+         <instruction instr-id='2234' subinstr-id='4'/>
+         <instruction instr-id='2234' subinstr-id='6'/>
+         <instruction instr-id='2236'/>
+         <instruction instr-id='2238'/>
+         <instruction instr-id='2240'/>
+         <instruction instr-id='2242'/>
+         <instruction instr-id='2244'/>
+         <instruction instr-id='2244' subinstr-id='2'/>
+         <instruction instr-id='2244' subinstr-id='4'/>
+         <instruction instr-id='2246'/>
+         <instruction instr-id='2248'/>
+         <instruction instr-id='2250'/>
+         <instruction instr-id='2252'/>
+         <instruction instr-id='2254'/>
+         <instruction instr-id='2254' subinstr-id='2'/>
+         <instruction instr-id='2256'/>
+         <instruction instr-id='2258'/>
+         <instruction instr-id='2260'/>
+         <instruction instr-id='2262'/>
+         <instruction instr-id='2264'/>
+         <instruction instr-id='2264' subinstr-id='2'/>
+         <instruction instr-id='2266'/>
+         <instruction instr-id='2268'/>
+         <instruction instr-id='2270'/>
+         <instruction instr-id='2272'/>
+         <instruction instr-id='2274'/>
+         <instruction instr-id='2274' subinstr-id='2'/>
+         <instruction instr-id='2274' subinstr-id='4'/>
+         <instruction instr-id='2274' subinstr-id='6'/>
+         <instruction instr-id='2276'/>
+         <instruction instr-id='2278'/>
+         <instruction instr-id='2280'/>
+         <instruction instr-id='2282'/>
+         <instruction instr-id='2284'/>
+         <instruction instr-id='2284' subinstr-id='2'/>
+         <instruction instr-id='2284' subinstr-id='4'/>
+         <instruction instr-id='2284' subinstr-id='6'/>
+         <instruction instr-id='2286'/>
+         <instruction instr-id='2288'/>
+         <instruction instr-id='2290'/>
+         <instruction instr-id='2292'/>
+         <instruction instr-id='2295'/>
+         <instruction instr-id='2297'/>
+         <instruction instr-id='2297' subinstr-id='2'/>
+         <instruction instr-id='2299'/>
+         <instruction instr-id='2301'/>
+         <instruction instr-id='2303'/>
+         <instruction instr-id='2305'/>
+         <instruction instr-id='2308'/>
+         <instruction instr-id='2311'/>
+         <instruction instr-id='2311' subinstr-id='2'/>
+         <instruction instr-id='2313'/>
+         <instruction instr-id='2315'/>
+         <instruction instr-id='2317'/>
+         <instruction instr-id='2319'/>
+         <instruction instr-id='2322'/>
+         <instruction instr-id='2325'/>
+         <instruction instr-id='2327'/>
+         <instruction instr-id='2329'/>
+         <instruction instr-id='2331'/>
+         <instruction instr-id='2333'/>
+         <instruction instr-id='2335'/>
+         <instruction instr-id='2335' subinstr-id='2'/>
+         <instruction instr-id='2335' subinstr-id='4'/>
+         <instruction instr-id='2337'/>
+         <instruction instr-id='2339'/>
+         <instruction instr-id='2341'/>
+         <instruction instr-id='2343'/>
+         <instruction instr-id='2345'/>
+         <instruction instr-id='2347'/>
+         <instruction instr-id='2349'/>
+         <instruction instr-id='2351'/>
+         <instruction instr-id='2353'/>
+         <instruction instr-id='2355'/>
+         <instruction instr-id='2355' subinstr-id='2'/>
+         <instruction instr-id='2355' subinstr-id='4'/>
+         <instruction instr-id='2355' subinstr-id='6'/>
+         <instruction instr-id='2357'/>
+         <instruction instr-id='2359'/>
+         <instruction instr-id='2361'/>
+         <instruction instr-id='2363'/>
+         <instruction instr-id='2366'/>
+         <instruction instr-id='2369'/>
+         <instruction instr-id='2371'/>
+         <instruction instr-id='2373'/>
+         <instruction instr-id='2375'/>
+         <instruction instr-id='2377'/>
+         <instruction instr-id='2380'/>
+         <instruction instr-id='2382'/>
+         <instruction instr-id='2382' subinstr-id='2'/>
+         <instruction instr-id='2384'/>
+         <instruction instr-id='2386'/>
+         <instruction instr-id='2388'/>
+         <instruction instr-id='2390'/>
+         <instruction instr-id='2393'/>
+         <instruction instr-id='2396'/>
+         <instruction instr-id='2398'/>
+         <instruction instr-id='2400'/>
+         <instruction instr-id='2402'/>
+         <instruction instr-id='2404'/>
+         <instruction instr-id='2407'/>
+         <instruction instr-id='2410'/>
+         <instruction instr-id='2410' subinstr-id='2'/>
+         <instruction instr-id='2412'/>
+         <instruction instr-id='2414'/>
+         <instruction instr-id='2416'/>
+         <instruction instr-id='2418'/>
+         <instruction instr-id='2420'/>
+         <instruction instr-id='2420' subinstr-id='2'/>
+         <instruction instr-id='2422'/>
+         <instruction instr-id='2424'/>
+         <instruction instr-id='2426'/>
+         <instruction instr-id='2428'/>
+         <instruction instr-id='2430'/>
+         <instruction instr-id='2430' subinstr-id='2'/>
+         <instruction instr-id='2430' subinstr-id='4'/>
+         <instruction instr-id='2430' subinstr-id='6'/>
+         <instruction instr-id='2432'/>
+         <instruction instr-id='2434'/>
+         <instruction instr-id='2436'/>
+         <instruction instr-id='2438'/>
+         <instruction instr-id='2440'/>
+         <instruction instr-id='2440' subinstr-id='2'/>
+         <instruction instr-id='2440' subinstr-id='4'/>
+         <instruction instr-id='2442'/>
+         <instruction instr-id='2444'/>
+         <instruction instr-id='2446'/>
+         <instruction instr-id='2448'/>
+         <instruction instr-id='2450'/>
+         <instruction instr-id='2452'/>
+         <instruction instr-id='2454'/>
+         <instruction instr-id='2456'/>
+         <instruction instr-id='2458'/>
+         <instruction instr-id='2460'/>
+         <instruction instr-id='2460' subinstr-id='2'/>
+         <instruction instr-id='2460' subinstr-id='4'/>
+         <instruction instr-id='2462'/>
+         <instruction instr-id='2464'/>
+         <instruction instr-id='2466'/>
+         <instruction instr-id='2468'/>
+         <instruction instr-id='2470'/>
+         <instruction instr-id='2470' subinstr-id='2'/>
+         <instruction instr-id='2470' subinstr-id='4'/>
+         <instruction instr-id='2472'/>
+         <instruction instr-id='2474'/>
+         <instruction instr-id='2476'/>
+         <instruction instr-id='2478'/>
+         <instruction instr-id='2481'/>
+         <instruction instr-id='2481' subinstr-id='2'/>
+         <instruction instr-id='2481' subinstr-id='4'/>
+         <instruction instr-id='2483'/>
+         <instruction instr-id='2485'/>
+         <instruction instr-id='2487'/>
+         <instruction instr-id='2489'/>
+         <instruction instr-id='2493'/>
+         <instruction instr-id='2495'/>
+         <instruction instr-id='2495' subinstr-id='2'/>
+         <instruction instr-id='2497'/>
+         <instruction instr-id='2499'/>
+         <instruction instr-id='2501'/>
+         <instruction instr-id='2503'/>
+         <instruction instr-id='2505'/>
+         <instruction instr-id='2505' subinstr-id='2'/>
+         <instruction instr-id='2505' subinstr-id='4'/>
+         <instruction instr-id='2505' subinstr-id='6'/>
+         <instruction instr-id='2507'/>
+         <instruction instr-id='2509'/>
+         <instruction instr-id='2511'/>
+         <instruction instr-id='2513'/>
+         <instruction instr-id='2516'/>
+         <instruction instr-id='2518'/>
+         <instruction instr-id='2518' subinstr-id='2'/>
+         <instruction instr-id='2518' subinstr-id='4'/>
+         <instruction instr-id='2518' subinstr-id='6'/>
+         <instruction instr-id='2520'/>
+         <instruction instr-id='2522'/>
+         <instruction instr-id='2524'/>
+         <instruction instr-id='2526'/>
+         <bounding-box x1='88' y1='264' x2='482' y2='701'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-str.xml
new file mode 100644
index 00000000..17286467
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016-str.xml
@@ -0,0 +1,849 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-016-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="88" x2="117" y1="693" y2="701"/>
+                <content>Country</content>
+                <instruction instr-id="2182" subinstr-id="0"/>
+                <instruction instr-id="2182" subinstr-id="2"/>
+                <instruction instr-id="2182" subinstr-id="4"/>
+                <instruction instr-id="2182" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="189" x2="236" y1="693" y2="701"/>
+                <content>domestic(%)</content>
+                <instruction instr-id="2185" subinstr-id="-1"/>
+                <instruction instr-id="2187" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="274" x2="321" y1="693" y2="701"/>
+                <content>Imported(%)</content>
+                <instruction instr-id="2187" subinstr-id="2"/>
+                <instruction instr-id="2187" subinstr-id="4"/>
+                <instruction instr-id="2187" subinstr-id="6"/>
+                <instruction instr-id="2187" subinstr-id="8"/>
+                <instruction instr-id="2187" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="358" x2="407" y1="693" y2="701"/>
+                <content>Unknown(%)</content>
+                <instruction instr-id="2187" subinstr-id="12"/>
+                <instruction instr-id="2187" subinstr-id="14"/>
+                <instruction instr-id="2187" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="453" x2="482" y1="693" y2="701"/>
+                <content>Total(n)</content>
+                <instruction instr-id="2189" subinstr-id="0"/>
+                <instruction instr-id="2189" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="88" x2="112" y1="675" y2="683"/>
+                <content>Austria</content>
+                <instruction instr-id="2194" subinstr-id="0"/>
+                <instruction instr-id="2194" subinstr-id="2"/>
+                <instruction instr-id="2194" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="201" x2="215" y1="675" y2="683"/>
+                <content>86.2</content>
+                <instruction instr-id="2196" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="289" x2="303" y1="675" y2="683"/>
+                <content>13.8</content>
+                <instruction instr-id="2198" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="384" x2="388" y1="675" y2="683"/>
+                <content>0</content>
+                <instruction instr-id="2200" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="461" x2="479" y1="675" y2="683"/>
+                <content>3,375</content>
+                <instruction instr-id="2202" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="88" x2="116" y1="661" y2="669"/>
+                <content>Belgium</content>
+                <instruction instr-id="2204" subinstr-id="0"/>
+                <instruction instr-id="2204" subinstr-id="2"/>
+                <instruction instr-id="2204" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="211" x2="215" y1="661" y2="669"/>
+                <content>0</content>
+                <instruction instr-id="2206" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="299" x2="303" y1="661" y2="669"/>
+                <content>0</content>
+                <instruction instr-id="2208" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="370" x2="388" y1="661" y2="669"/>
+                <content>100.0</content>
+                <instruction instr-id="2210" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="461" x2="479" y1="661" y2="669"/>
+                <content>3,973</content>
+                <instruction instr-id="2212" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="88" x2="116" y1="647" y2="655"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="2214" subinstr-id="0"/>
+                <instruction instr-id="2214" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="211" x2="215" y1="647" y2="655"/>
+                <content>0</content>
+                <instruction instr-id="2216" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="299" x2="303" y1="647" y2="655"/>
+                <content>0</content>
+                <instruction instr-id="2218" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="370" x2="388" y1="647" y2="655"/>
+                <content>100.0</content>
+                <instruction instr-id="2220" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="461" x2="479" y1="647" y2="655"/>
+                <content>1,136</content>
+                <instruction instr-id="2222" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="88" x2="111" y1="632" y2="640"/>
+                <content>Cyprus</content>
+                <instruction instr-id="2224" subinstr-id="0"/>
+                <instruction instr-id="2224" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="201" x2="215" y1="632" y2="640"/>
+                <content>81.0</content>
+                <instruction instr-id="2226" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="293" x2="303" y1="632" y2="640"/>
+                <content>3.8</content>
+                <instruction instr-id="2228" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="374" x2="388" y1="632" y2="640"/>
+                <content>15.2</content>
+                <instruction instr-id="2230" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="466" x2="479" y1="632" y2="640"/>
+                <content>158</content>
+                <instruction instr-id="2232" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="88" x2="139" y1="618" y2="626"/>
+                <content>CzechRepublic</content>
+                <instruction instr-id="2234" subinstr-id="0"/>
+                <instruction instr-id="2234" subinstr-id="2"/>
+                <instruction instr-id="2234" subinstr-id="4"/>
+                <instruction instr-id="2234" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="201" x2="215" y1="618" y2="626"/>
+                <content>98.6</content>
+                <instruction instr-id="2236" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="293" x2="303" y1="618" y2="626"/>
+                <content>1.4</content>
+                <instruction instr-id="2238" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="384" x2="388" y1="618" y2="626"/>
+                <content>0</content>
+                <instruction instr-id="2240" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="457" x2="479" y1="618" y2="626"/>
+                <content>17,655</content>
+                <instruction instr-id="2242" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="88" x2="119" y1="604" y2="612"/>
+                <content>Denmark</content>
+                <instruction instr-id="2244" subinstr-id="0"/>
+                <instruction instr-id="2244" subinstr-id="2"/>
+                <instruction instr-id="2244" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="205" x2="215" y1="604" y2="612"/>
+                <content>3.1</content>
+                <instruction instr-id="2246" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="289" x2="303" y1="604" y2="612"/>
+                <content>10.2</content>
+                <instruction instr-id="2248" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="374" x2="388" y1="604" y2="612"/>
+                <content>86.7</content>
+                <instruction instr-id="2250" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="461" x2="479" y1="604" y2="612"/>
+                <content>1,662</content>
+                <instruction instr-id="2252" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="88" x2="113" y1="590" y2="598"/>
+                <content>Estonia</content>
+                <instruction instr-id="2254" subinstr-id="0"/>
+                <instruction instr-id="2254" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="201" x2="215" y1="590" y2="598"/>
+                <content>94.2</content>
+                <instruction instr-id="2256" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="293" x2="303" y1="590" y2="598"/>
+                <content>5.8</content>
+                <instruction instr-id="2258" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="384" x2="388" y1="590" y2="598"/>
+                <content>0</content>
+                <instruction instr-id="2260" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="466" x2="479" y1="590" y2="598"/>
+                <content>430</content>
+                <instruction instr-id="2262" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="88" x2="113" y1="576" y2="584"/>
+                <content>Finland</content>
+                <instruction instr-id="2264" subinstr-id="0"/>
+                <instruction instr-id="2264" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="201" x2="215" y1="576" y2="584"/>
+                <content>13.6</content>
+                <instruction instr-id="2266" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="289" x2="303" y1="576" y2="584"/>
+                <content>83.0</content>
+                <instruction instr-id="2268" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="378" x2="388" y1="576" y2="584"/>
+                <content>3.4</content>
+                <instruction instr-id="2270" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="461" x2="479" y1="576" y2="584"/>
+                <content>2,737</content>
+                <instruction instr-id="2272" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="88" x2="110" y1="562" y2="570"/>
+                <content>France</content>
+                <instruction instr-id="2274" subinstr-id="0"/>
+                <instruction instr-id="2274" subinstr-id="2"/>
+                <instruction instr-id="2274" subinstr-id="4"/>
+                <instruction instr-id="2274" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="211" x2="215" y1="562" y2="570"/>
+                <content>0</content>
+                <instruction instr-id="2276" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="299" x2="303" y1="562" y2="570"/>
+                <content>0</content>
+                <instruction instr-id="2278" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="370" x2="388" y1="562" y2="570"/>
+                <content>100.0</content>
+                <instruction instr-id="2280" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="461" x2="479" y1="562" y2="570"/>
+                <content>5,510</content>
+                <instruction instr-id="2282" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="88" x2="119" y1="547" y2="555"/>
+                <content>Germany</content>
+                <instruction instr-id="2284" subinstr-id="0"/>
+                <instruction instr-id="2284" subinstr-id="2"/>
+                <instruction instr-id="2284" subinstr-id="4"/>
+                <instruction instr-id="2284" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="201" x2="215" y1="547" y2="555"/>
+                <content>90.5</content>
+                <instruction instr-id="2286" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="293" x2="303" y1="547" y2="555"/>
+                <content>4.4</content>
+                <instruction instr-id="2288" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="378" x2="388" y1="547" y2="555"/>
+                <content>5.1</content>
+                <instruction instr-id="2290" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="457" x2="479" y1="547" y2="555"/>
+                <content>55,400</content>
+                <instruction instr-id="2292" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="88" x2="117" y1="533" y2="541"/>
+                <content>hungary</content>
+                <instruction instr-id="2295" subinstr-id="-1"/>
+                <instruction instr-id="2297" subinstr-id="0"/>
+                <instruction instr-id="2297" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="201" x2="215" y1="533" y2="541"/>
+                <content>99.8</content>
+                <instruction instr-id="2299" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="293" x2="303" y1="533" y2="541"/>
+                <content>0.2</content>
+                <instruction instr-id="2301" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="384" x2="388" y1="533" y2="541"/>
+                <content>0</content>
+                <instruction instr-id="2303" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="461" x2="479" y1="533" y2="541"/>
+                <content>6,575</content>
+                <instruction instr-id="2305" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="88" x2="112" y1="519" y2="527"/>
+                <content>ireland</content>
+                <instruction instr-id="2308" subinstr-id="-1"/>
+                <instruction instr-id="2311" subinstr-id="0"/>
+                <instruction instr-id="2311" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="201" x2="215" y1="519" y2="527"/>
+                <content>33.9</content>
+                <instruction instr-id="2313" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="289" x2="303" y1="519" y2="527"/>
+                <content>31.6</content>
+                <instruction instr-id="2315" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="374" x2="388" y1="519" y2="527"/>
+                <content>34.5</content>
+                <instruction instr-id="2317" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="466" x2="479" y1="519" y2="527"/>
+                <content>440</content>
+                <instruction instr-id="2319" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="88" x2="102" y1="505" y2="513"/>
+                <content>italy</content>
+                <instruction instr-id="2322" subinstr-id="-1"/>
+                <instruction instr-id="2325" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="211" x2="215" y1="505" y2="513"/>
+                <content>0</content>
+                <instruction instr-id="2327" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="299" x2="303" y1="505" y2="513"/>
+                <content>0</content>
+                <instruction instr-id="2329" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="370" x2="388" y1="505" y2="513"/>
+                <content>100.0</content>
+                <instruction instr-id="2331" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="461" x2="479" y1="505" y2="513"/>
+                <content>4,499</content>
+                <instruction instr-id="2333" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="88" x2="108" y1="491" y2="499"/>
+                <content>Latvia</content>
+                <instruction instr-id="2335" subinstr-id="0"/>
+                <instruction instr-id="2335" subinstr-id="2"/>
+                <instruction instr-id="2335" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="201" x2="215" y1="491" y2="499"/>
+                <content>98.1</content>
+                <instruction instr-id="2337" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="293" x2="303" y1="491" y2="499"/>
+                <content>1.9</content>
+                <instruction instr-id="2339" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="384" x2="388" y1="491" y2="499"/>
+                <content>0</content>
+                <instruction instr-id="2341" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="466" x2="479" y1="491" y2="499"/>
+                <content>619</content>
+                <instruction instr-id="2343" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="88" x2="119" y1="476" y2="484"/>
+                <content>Lithuania</content>
+                <instruction instr-id="2345" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="201" x2="215" y1="476" y2="484"/>
+                <content>99.0</content>
+                <instruction instr-id="2347" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="293" x2="303" y1="476" y2="484"/>
+                <content>1.0</content>
+                <instruction instr-id="2349" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="384" x2="388" y1="476" y2="484"/>
+                <content>0</content>
+                <instruction instr-id="2351" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="461" x2="479" y1="476" y2="484"/>
+                <content>2,270</content>
+                <instruction instr-id="2353" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="88" x2="131" y1="462" y2="470"/>
+                <content>Luxembourg</content>
+                <instruction instr-id="2355" subinstr-id="0"/>
+                <instruction instr-id="2355" subinstr-id="2"/>
+                <instruction instr-id="2355" subinstr-id="4"/>
+                <instruction instr-id="2355" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="201" x2="215" y1="462" y2="470"/>
+                <content>93.9</content>
+                <instruction instr-id="2357" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="293" x2="303" y1="462" y2="470"/>
+                <content>6.1</content>
+                <instruction instr-id="2359" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="384" x2="388" y1="462" y2="470"/>
+                <content>0</content>
+                <instruction instr-id="2361" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="466" x2="479" y1="462" y2="470"/>
+                <content>163</content>
+                <instruction instr-id="2363" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="88" x2="107" y1="448" y2="456"/>
+                <content>malta</content>
+                <instruction instr-id="2366" subinstr-id="-1"/>
+                <instruction instr-id="2369" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="201" x2="215" y1="448" y2="456"/>
+                <content>96.5</content>
+                <instruction instr-id="2371" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="293" x2="303" y1="448" y2="456"/>
+                <content>3.5</content>
+                <instruction instr-id="2373" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="384" x2="388" y1="448" y2="456"/>
+                <content>0</content>
+                <instruction instr-id="2375" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="471" x2="479" y1="448" y2="456"/>
+                <content>85</content>
+                <instruction instr-id="2377" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="88" x2="129" y1="434" y2="442"/>
+                <content>netherlands</content>
+                <instruction instr-id="2380" subinstr-id="-1"/>
+                <instruction instr-id="2382" subinstr-id="0"/>
+                <instruction instr-id="2382" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="201" x2="215" y1="434" y2="442"/>
+                <content>87.1</content>
+                <instruction instr-id="2384" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="289" x2="303" y1="434" y2="442"/>
+                <content>12.9</content>
+                <instruction instr-id="2386" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="384" x2="388" y1="434" y2="442"/>
+                <content>0</content>
+                <instruction instr-id="2388" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="461" x2="479" y1="434" y2="442"/>
+                <content>1,245</content>
+                <instruction instr-id="2390" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="88" x2="111" y1="420" y2="428"/>
+                <content>poland</content>
+                <instruction instr-id="2393" subinstr-id="-1"/>
+                <instruction instr-id="2396" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="211" x2="215" y1="420" y2="428"/>
+                <content>0</content>
+                <instruction instr-id="2398" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="299" x2="303" y1="420" y2="428"/>
+                <content>0</content>
+                <instruction instr-id="2400" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="370" x2="388" y1="420" y2="428"/>
+                <content>100.0</content>
+                <instruction instr-id="2402" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="457" x2="479" y1="420" y2="428"/>
+                <content>11,155</content>
+                <instruction instr-id="2404" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="88" x2="117" y1="406" y2="414"/>
+                <content>portugal</content>
+                <instruction instr-id="2407" subinstr-id="-1"/>
+                <instruction instr-id="2410" subinstr-id="0"/>
+                <instruction instr-id="2410" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="211" x2="215" y1="406" y2="414"/>
+                <content>0</content>
+                <instruction instr-id="2412" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="293" x2="303" y1="406" y2="414"/>
+                <content>1.0</content>
+                <instruction instr-id="2414" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="374" x2="388" y1="406" y2="414"/>
+                <content>99.0</content>
+                <instruction instr-id="2416" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="466" x2="479" y1="406" y2="414"/>
+                <content>482</content>
+                <instruction instr-id="2418" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="88" x2="118" y1="391" y2="399"/>
+                <content>Romania</content>
+                <instruction instr-id="2420" subinstr-id="0"/>
+                <instruction instr-id="2420" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="211" x2="215" y1="391" y2="399"/>
+                <content>0</content>
+                <instruction instr-id="2422" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="299" x2="303" y1="391" y2="399"/>
+                <content>0</content>
+                <instruction instr-id="2424" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="370" x2="388" y1="391" y2="399"/>
+                <content>100.0</content>
+                <instruction instr-id="2426" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="466" x2="479" y1="391" y2="399"/>
+                <content>620</content>
+                <instruction instr-id="2428" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="88" x2="116" y1="377" y2="385"/>
+                <content>Slovakia</content>
+                <instruction instr-id="2430" subinstr-id="0"/>
+                <instruction instr-id="2430" subinstr-id="2"/>
+                <instruction instr-id="2430" subinstr-id="4"/>
+                <instruction instr-id="2430" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="201" x2="215" y1="377" y2="385"/>
+                <content>99.4</content>
+                <instruction instr-id="2432" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="293" x2="303" y1="377" y2="385"/>
+                <content>0.6</content>
+                <instruction instr-id="2434" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="384" x2="388" y1="377" y2="385"/>
+                <content>0</content>
+                <instruction instr-id="2436" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="461" x2="479" y1="377" y2="385"/>
+                <content>8,367</content>
+                <instruction instr-id="2438" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="88" x2="116" y1="363" y2="371"/>
+                <content>Slovenia</content>
+                <instruction instr-id="2440" subinstr-id="0"/>
+                <instruction instr-id="2440" subinstr-id="2"/>
+                <instruction instr-id="2440" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="211" x2="215" y1="363" y2="371"/>
+                <content>0</content>
+                <instruction instr-id="2442" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="299" x2="303" y1="363" y2="371"/>
+                <content>0</content>
+                <instruction instr-id="2444" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="370" x2="388" y1="363" y2="371"/>
+                <content>100.0</content>
+                <instruction instr-id="2446" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="461" x2="479" y1="363" y2="371"/>
+                <content>1,346</content>
+                <instruction instr-id="2448" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="88" x2="107" y1="349" y2="357"/>
+                <content>Spain</content>
+                <instruction instr-id="2450" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="197" x2="215" y1="349" y2="357"/>
+                <content>100.0</content>
+                <instruction instr-id="2452" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="299" x2="303" y1="349" y2="357"/>
+                <content>0</content>
+                <instruction instr-id="2454" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="384" x2="388" y1="349" y2="357"/>
+                <content>0</content>
+                <instruction instr-id="2456" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="461" x2="479" y1="349" y2="357"/>
+                <content>3,658</content>
+                <instruction instr-id="2458" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="88" x2="115" y1="335" y2="343"/>
+                <content>Sweden</content>
+                <instruction instr-id="2460" subinstr-id="0"/>
+                <instruction instr-id="2460" subinstr-id="2"/>
+                <instruction instr-id="2460" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="201" x2="215" y1="335" y2="343"/>
+                <content>23.9</content>
+                <instruction instr-id="2462" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="289" x2="303" y1="335" y2="343"/>
+                <content>73.7</content>
+                <instruction instr-id="2464" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="378" x2="388" y1="335" y2="343"/>
+                <content>2.4</content>
+                <instruction instr-id="2466" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="461" x2="479" y1="335" y2="343"/>
+                <content>3,930</content>
+                <instruction instr-id="2468" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="88" x2="143" y1="321" y2="329"/>
+                <content>UnitedKingdom</content>
+                <instruction instr-id="2470" subinstr-id="0"/>
+                <instruction instr-id="2470" subinstr-id="2"/>
+                <instruction instr-id="2470" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="201" x2="215" y1="321" y2="329"/>
+                <content>24.0</content>
+                <instruction instr-id="2472" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="289" x2="303" y1="321" y2="329"/>
+                <content>21.4</content>
+                <instruction instr-id="2474" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="374" x2="388" y1="321" y2="329"/>
+                <content>54.6</content>
+                <instruction instr-id="2476" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="457" x2="479" y1="321" y2="329"/>
+                <content>13,802</content>
+                <instruction instr-id="2478" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="88" x2="117" y1="306" y2="314"/>
+                <content>EUTotal</content>
+                <instruction instr-id="2481" subinstr-id="0"/>
+                <instruction instr-id="2481" subinstr-id="2"/>
+                <instruction instr-id="2481" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="200" x2="215" y1="306" y2="314"/>
+                <content>65.1</content>
+                <instruction instr-id="2483" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="292" x2="303" y1="306" y2="314"/>
+                <content>7.9</content>
+                <instruction instr-id="2485" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="373" x2="388" y1="306" y2="314"/>
+                <content>27.0</content>
+                <instruction instr-id="2487" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="450" x2="479" y1="306" y2="314"/>
+                <content>151,292</content>
+                <instruction instr-id="2489" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="88" x2="112" y1="292" y2="300"/>
+                <content>iceland</content>
+                <instruction instr-id="2493" subinstr-id="-1"/>
+                <instruction instr-id="2495" subinstr-id="0"/>
+                <instruction instr-id="2495" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="201" x2="215" y1="292" y2="300"/>
+                <content>19.4</content>
+                <instruction instr-id="2497" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="289" x2="303" y1="292" y2="300"/>
+                <content>66.7</content>
+                <instruction instr-id="2499" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="374" x2="388" y1="292" y2="300"/>
+                <content>14.0</content>
+                <instruction instr-id="2501" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="471" x2="479" y1="292" y2="300"/>
+                <content>93</content>
+                <instruction instr-id="2503" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="88" x2="133" y1="278" y2="286"/>
+                <content>Liechtenstein</content>
+                <instruction instr-id="2505" subinstr-id="0"/>
+                <instruction instr-id="2505" subinstr-id="2"/>
+                <instruction instr-id="2505" subinstr-id="4"/>
+                <instruction instr-id="2505" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="211" x2="215" y1="278" y2="286"/>
+                <content>0</content>
+                <instruction instr-id="2507" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="29">
+                <bounding-box x1="299" x2="303" y1="278" y2="286"/>
+                <content>0</content>
+                <instruction instr-id="2509" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="29">
+                <bounding-box x1="370" x2="388" y1="278" y2="286"/>
+                <content>100.0</content>
+                <instruction instr-id="2511" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="29">
+                <bounding-box x1="475" x2="479" y1="278" y2="286"/>
+                <content>1</content>
+                <instruction instr-id="2513" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="88" x2="114" y1="264" y2="272"/>
+                <content>norway</content>
+                <instruction instr-id="2516" subinstr-id="-1"/>
+                <instruction instr-id="2518" subinstr-id="0"/>
+                <instruction instr-id="2518" subinstr-id="2"/>
+                <instruction instr-id="2518" subinstr-id="4"/>
+                <instruction instr-id="2518" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="201" x2="215" y1="264" y2="272"/>
+                <content>23.7</content>
+                <instruction instr-id="2520" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="30">
+                <bounding-box x1="289" x2="303" y1="264" y2="272"/>
+                <content>72.2</content>
+                <instruction instr-id="2522" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="30">
+                <bounding-box x1="378" x2="388" y1="264" y2="272"/>
+                <content>4.1</content>
+                <instruction instr-id="2524" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="30">
+                <bounding-box x1="461" x2="479" y1="264" y2="272"/>
+                <content>1,649</content>
+                <instruction instr-id="2526" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..4013832229a1a61a23de3280ea8379d525bc1969
GIT binary patch
literal 153516
zcmeEv2Y?er`?sL90~N7>q8=wo39#8Dn`95}Aieh<q->Ji^tS1ti3n0usuV#)q$?d1
zP?Ro6Q<N$wAXP!CpeXW9Hg|9YEcfE)AAH}#J9lSio|$>(H&2_H-Dk8yaa*_@tLT}7
z-){Y)h*eB44m*6sMIAa6K>}Ve+>TxZX|%-z7Kq_RkU@pT{Kb$u9LnABisNJgTsX1H
ze5zu&2nt6kv-4zz%1gc~SBwl|fg;G5iQvVMC>@s=;#eFnDlad>LoTXX<ag@NSM*n_
z&*!dw?d+<x8xoE<)ljQSSp+HZkUQ=vX0cH=v$6*&JdU}rIF{=`EKcHBu&6`FbOdwy
z@p!QVcY8x+C8s|4xTM(YDl4%dD!M8nz&&1Rmc$KNwb7aNJ5g6j$MT{M>C$vC5(MOm
z)4@O}R+=s=!2m<>QgEG1hDwU5EOCEX2`~4c*s9VN3&JE`%xVX>b<&v}(6n|8E(5f$
zO|dE*D&|GVVmhOkL8o(yVQwjtU5c=aD}GAKi@;R}(nXZ&h2n}j!ChI2CmxTKLQpD|
zYL{ZR3zKdLMo|=^Gav?|Ey&R}mI=kNblXtu={%82Izl|=B)yTi7gU|2i#fuHcv(qF
zuA-|y`OdkVSL=x+$N*J~%L(BDJcx(lF$iu4LsyA|vK?H`QX&VPcsUk{1iVfxR|^zz
z5gnjwkFHge%OCf~131;otCdsT<ptu`r{?JA+8glZ*iah4LhiDXbXylrV2MDyq+INE
zCrG@Tfye9s<?~%%KA(C$S*lsrwIH9X3Xdv@P<2;H|1;jDvB*{Cg<|a}khF7#gAjNC
z7)OV0#&GaVA`60kRgCUU3%Vh1(0x7MLAg=^fOR}f8pGj0c^-MPKp+9oo=Ytj7yw%e
zvsD?1tB-IYnCRsIjA&ar+?IhFVR|XdDrGTgbhwmGuR<iBvw(&w?D7(sDm0jFVTKV#
zN&y)LQk6!PoP{(hX6s*~QZ;V@9it}^bc8T(AXYhud5HZfzH;!1U}Ox>$-lA^Jst}u
zNGDzu>es+pF=nMHuPg2;XCQ2fMY&<DNV?Xl8w+`GuiFzZhuL|?Ql%=={-{{RB$I1J
zl54e9B>qu3ZxD0i<q+zFSUjH2;J3^5ZXTcK7V!)`zKq8cLL410W|DZ4E(w~&Bxp(|
zR3%hA9!uvBsChIxkNV;BK>pm1i1+N%X<mDtE>{@*=y-gH#^MS6V!wkS5AY;LDw#(>
z4xS7=bn8TXo=L=ao5Xy#U&7bf<bsr2!gsrsLS9%QNQD&?K_Q=~67o{HU!9Q0(u#Oo
zjgYT0iupRDD4lXh(lMtr%_Xk>rbJSH%BdFe=r&M;P2w@>#riPyoFaHNW7R@`@fzZS
zj_TaJFz7BXCDP}+%#-PPI+Y%DO~k{f-b;D8-swQ5t3Nt1FC~)zwnzm$Kj<EK=9UQy
z^W_QZcmmK{z!#@XpbINORspC$$aCuiAPsN?5DKZlV5#(g|6-Y5me!d?5)nh>b=pKG
zRYc<9r!8rnSIegen&MKADsA_21^SFTDGKPadZRz8$k>=#f!d@C`PrJR+T$|WrA8q=
zA(P3&D!IVpwtM7&bx{M|99Nqad@{p=v?7WitTEE<R*N`*S>UwG8bB>}h9`mr<1vQ?
zN!plt*cEcIaBGA^NMRbm)QCJbOzM>d6<$_G?F-Wce#Br7L~vWsP7#bcLUINkLKMD;
z!V-+Iy^&}%5hF2nGOXwEWT5*pAzugJqO*wv01%EGZ#^O*Um!B5Od_#KulC5?_O#nB
z%1{Ku4rxlPlImFowLol^d!0#9RxZ>F-5$(f%2>QMj#9v9Y7J^!E^?<`CV$FJby@DS
zizQx{-z7FNxlv6vm2pQXf^?cT>yaD$ah1`8X!QY?&0>x?tYR3q!uo(c=n7+&2<ec(
z2?yiPx=#_L2?KJAC4hMC!AQaxva<<)RO63eSSYFpMx*RZoQ%?v5C(t-V8RoKau5@8
zd8mmMO=YtPV&bx}3^z-&s+|-;jW4N;#MAbefs2^3aiv%;V26E*n9*tW>mvaOS4bG7
z&Scgn{aPKQV)!u!p28pkvO0no8?!J2A}*XxdsQY(N)cp5U{fUH*CSe^B^t@FNRut<
z(<;z3!L$StDC|;em15BSB%2I-V;Kv|Q46IR5f+Z)A{$$w(nXAfM+qgfT)vkgNG3!{
z8l+806bY6A;&36JEy@8oc*?7nROY{uk0O|({8uvnm3$Pz%I5wZL@9z5J^U-(N~X;W
zMIvpMYvmBc<7XT`C=OH)#59pUk;24DQv~yQsEq&dpBTaADYYSjB4{8~mIxb;pkBW>
z!xlRw^aR6?^SBWn*KcQ~)0vD>rZFi^s;E38VZ#!dB4S5SNTo4mLUNfjuEZ=dj8GD~
z3{y=JWI0R*Ln@m}1({%Ey*7S`79-hqGQmi*e5_awf5vPy8O$0<Hfo@YV@eGhg9S>3
zJYklF5k2U*MC`Z1xXA0E2y!iasf-nk(hQ_0NVk|nZok(a*TcHFgei(eG-0MBtx#oP
zY0T&qD=b9N=rX1m>Yy#?_sRoUgs*^UQijHv<e2i(My^k%SOz`Yhh~$sluTekEJ_AW
zKs<#m38jPqFj-jYBpXSG5T6{<1h^Sg&k|{oFwLk;W|&E3&}deM4H<(WDx+Gc4k*P@
zX)r-UvJt}WQz|T&*&m`q5n(vNj5%$rFrBA0(>!b`n@Q6_Ogkf+A(Iv;Bc*Y~Ry+>*
zwI~=()B(xzgTjfKT~yW-zcT%55)(`sILYP7h{7Zf1mMFY2}B6FyjST{EzDQK<yA?)
zu3nztCQbPr`V_%jB|K@qDL2%c;$5GVHF85~mjUA->7+7b;Dn5FPJ(MNm>pgVrk79z
z{YW<85y?qI+U6F)X2?fMGV%=1C-9irpw%(6!I&YS^wnv>Q^N{YS`d(HvwA4SXDOwS
zPr-ylPQ=Qf2u7g<i-5rx)3q@abtau$cGfG6GVDaa1EqK_oC6^qpwWFUC)>xcK*<OJ
z6Lb$<8s|eUJwy^=B|W4;a095FA_&GL*N*D{!8L^69`VCIgbAq}up@z^6hRE5dF2T*
z%5=vga;t%rv>|da%J;_nc9+DYO`DtnJFegwRAxMa`4AsBiP=>)mjO1=W08Q*VoNhc
zT$53tW}<S6pf$`<;BvoKBuz8etf*HhG@)vkFSjcN98Xf@319*{OD+ls3~9*WvxSX%
zm=krSy-^Fz2!QYNGo=tuLXVpvPLv{OPJ<a`Ac8(9$+rPsNz6%_49O%x4p#~yrJPWh
zuyfc5jv#PIq&3GfkWvVSjtL}8RtRw&WXObPm?)~G<#|Z+Yusp9%ZX~aJPV|=Ml`Mr
z*AFHEKvH%8P%X?C<Jusl0pUihT7<+M1WCvJX__sp)`cKl+N`u_XfDE(2$P-w%M_5a
zbdZFE2~uv-XTo7c40K&%MO<u(pc;t<+`%Nr%Z?)sT!6z~9LCfJ8HaSslbnpkWVVY~
zcuF4OngzV5iW|jEYBe{;aKV^G730#?u$rBw#Z*2qFE1RzERomfju9!jR1o#XEgZj}
z6^-Bq(jZXk<+gAtlTNdJQExQtLfvY8f~TSJ<O&lJbV;HNaX=Ts%?VNj#b}5ouju0(
zGr@FfK`jVd$iQg{YXZmZX(8-TX)_s}IttT;RvL>V@}Y4;s0pJ1g2T3=R#fKVb94mL
zM6j7`0V+lLS~1mS(0?}*B16ukT$4+zxCbIcXH0{UWT_#5CJtT1wL(0Nkf0@itoogN
z6v4lm`LE>56RbuH{){L^u)5v)Bcc?+Kj2kT3T947nlvjRvpuPz)51(6lMa(EeOjqh
z*sYkxh$8H$L9MbVvXC7$Qv_`UQ_3KWU_Qp=W{%tq6n{jHXu$wzj7~5p4g+k35)rFJ
zW{SvZn3l#B`+!)pTOgJ%q@cl8lqsaehy?CILlnUz8Q_FM7N-uiWR={QmZnL%z(}jK
zP&$!t={ZV*Nl&tqY#jiV8%l(MP<5bu+>bDo8DoLiqX-tH{qb$a$o095^pHud<EGSM
zJU~VgAq%Ou#M4r_(@GIk!x}%=VQ@NZT5Z~(mWgbj837d*NP7HugcY!0L{I~TY`9q&
zAmj#ToN%$=IFsaC)H;@(!AoFzwOOC0DI-=tMNr{4$;>W9q750@9>6o2LJvjU2?j0V
z4gv=URcJX{m~hY`3u>g(2u{{x3?;qM2%^Ba8gC|OQK;?0s3z)!EqPxrXj0Ss4sTc}
z7Du(XJ1sB-q)14j1M@U%5~6HaAqt@(M5r;N(Ih7!MQxB1<#V)zRms$9RV)uX9+V<>
zaXJdaR0~r)IVwzGM4aSEe}ASTRw>s@a76?Sb8-TRoT*?zek0`eK|B>5Kr`SZGIA(S
zP!AyyU<F*wk>Xv;k>XJ#%&tsAi-;hW4B}RK2-K(mb5=e~2?P{DEu_{c5>;DJnFAD0
z3IE_BmsjN>k1vIS6v2?#>Lh(My_O~@pv~n4uRi4RK<~0fVBVY4kSqk{ieG&QN&@`?
z9#RB<CkMn6UMtSy74qeJ+B|ulX%xX6Z+Wsp=H%FlFlokw&w>Zkq+h`HMAQhO&!ibB
zf&ovMk!9H9%%I+Z>m3OsVKt~N2u>07d!t?mlkxd!Gh1IxTc*&Ap$OiJEmJs8DT065
zs=>`rAQ=e-rFv~v$Yps^I$_dAtwEtlnh2{6m_f{;2pVL1twt=CB&-2eMvn*0inN;>
zWQlb#EM~Tb@g&U_7ju&gDGZr85g^P|ey1Rz%Zej*i$EWa$|UxnEffa+oh9!);&!zd
z&M-p>wJM>tdg2iyUxgS9Dn4wsGElt<QJ7p7bDFE<!F*ZT%mWHGlMT=<7K;K`vzV~d
zECGJGfmFEk395wxfk2oLdPM<+HmmXb@Kh`z<VOv0i-!-{vjGAlX&et^(K59<Jj;YL
zXf~VG$Z*o`p;?UKAZgXR++kE0H5$=)eo%lJX}+l$NwCunh=YO|>!Fk^EoK2KAqj&i
z0DR%x9St&p=?ILVT+WmrKbNZ{<qHFiOp24htD;C%+*Kv>`$VZ0<|zMNL@9!m&HX!w
zQUt5=pjt$eDku}AE0jh;1A1u-q&#^6D~Ur<EbDa8m?Dvk?@ve}x;@3A0Rv3$v$$zO
zPdw=*wS<ZYg!EcfFc^;n;}#|y&Dgj;Y1Z!p0U{G56=gKMOpIz_CZ^y-4MN~+l5sva
z&Q^w1BCf>G0P51>P1t=-qde>PlQNS<>wqN$&?b^-)Jr$(6g;8Wqy-wBg{adIBWGpj
zc^JKBW%HCNix&E8RyI$@Mwt+>vQt6{8v)*L9IEi>p=i$Y)M7#!+Xvm6l})v<(m3a4
zAcaPl2?K70l%}`<7IPR56DRKQqMksEjAr~krB%$(XVvs59?oRqN)WFSL}NO>RO>fH
zQ8kEgPz3Xq%r!o6Zh-|9!9qS5ewPI%F|d9knove5#jOUNL8CE5nI>;sfp{^W)#jAv
zb&6c3mpgsJh$>;S3gj|flBP^5t&ln8rE$SXtHMygXMordaRTyZO+;1@6bA@P0OiR!
z2D3eEF!0!@!bb+}?re%`VJ6KAOTAuJ!Yb5Cl^(xBkql%l)%AJ&RzyiyD1ydZ5Qb(k
z7}PAg+GeHeVu1ubN(;%IdX-$pa>rr>%HSoVK9(mDcQF(sU6@Trq(PwtMD5TB!;J;i
zGFZd%DN;;|U{dTgGiVu!-j8bobW~4xtx>*JY*Hgax;CqhNP^6mBne_VYFENeMj{T}
zWXxKn5?LCA*S#ULA*9et{iqs?hLjXRZ(Q$<l8C|`FzW3ljO7PzEr{Ak^d4!(<}*2b
zPOiy}g%}c<!4!s6h{TeLMH3bXkHZm2$>G_n_?Z;JP*_{xY$BAinSzvZ1B0~cgkoSU
zn@mv1n&xMtTDz4-3qWSbAl2b?DGEzzahf}+hYY|3WU?Wq92gdPf|SQ2hfrD)&47o%
zUP)>|Url5bjtbHaG!3h@2!qR0u^fyjlng^4LJ(jx86YnwYDFC=&jzMK0>UHtsTW}T
zq#1@s<Wtg6KSL@_qbVmUM1x?CiuI61nI;?|no7##`;!qZl!T!Kur%b6ETIXx*hZit
z2#&wP3d?(=m1&es2Z{jEpUYBl3tCb2_8LK80A8h^Gn;Tf&^P%}rs}LnO9}H$sJNv;
zRvH2<tLtuo$q8anAUq(To>t!SG*I4X2PG=gu512((sHVWc~k7h=3i@Sz=}vP4;kk~
zlOc87Mn_R?LJae~2DKz%SE{mj(&=?t=rK4SGS!MuFcP$YRH~1Ag>k(Z#DOZ~Nj#M^
z$bvYSB?_Tc;z>;4uhUc{!PQ@H2+*h&R#*chWeo&q7AYjPCIEwjQi#R0=FIry%^Yrd
zHevOLY*8))Qb8a{!U#bsEkzLcZH{<Ih{J&Sggz&`lyEWzqQFv968P%86jNh$(NHs_
zBmrFX5iLy>3$eKrvbbj8WhBLDf?%Zxrz8(-dopAMvA}9Yh!F?PXbCdumITe=vLr}>
zB~4iD4vcCcJK+z;L-9<2owW*?>X^iD){?w94U@_J5eX}-(-2WrhE!{{(x8V>Kmjio
zjzt`qAPj=4R&^RR8_Yo&&u6jH5sF~ahs8xwiAQU4J6KT<F!4iXtr`zmVRk&Kv{_uh
zK~5R0FclLfyfU*!<)x7+zmf2!WQbI3wr0#uS|sczX#t9$ETlELOb&O3ZZpFYmRg_{
z*?9hlo@UQ-NkN7Nq9JT1kP*PNOa7s0=XB)-Y{I7tp=kyaa{T^~%0S4L3Y}7M!hCQS
z3@`}u!3hg#iG=ka4#Oex_Te9nFhq^80a7xIKE$DOTC^O7(J5qt=q1AerA-9v<ysjC
z<m00$yE-o%^0DOHP*ag(5U#b^2`FerO-V8cL;9qaom6nGS~#J`g<_13s_1NcCJ{y>
zNnys|VY#>}uQtl@S-EhYpp?%Lrc*wpkM#1ibQDVK00sqdBLr*}ZUCYsaTCN=YEcqm
zSRtu}3F$aMBH5wbf`Tur;t0SbAYDF()f!PzgA#(hayc$#01sMdBI8yvWCm*mte{54
zCcR!EH|@wW2x-a~kcLuzA0qRCz%~dSXOL(<{9QHHO%bdJi&vyyA7#Eip#EpEZc{$O
z36oiKB;kvT;w*pM?oJ!sVJ!nQv;DXR<5<zCEw0eXnd}6Tje~HEALhwD7A77@LW&Hb
zWO4)PoL~fQumywi<{VFC#H_RcaBUKHNTwlZJ}$(NN5aXV)ri^*W>PK3bbdY!a{~{<
z7&fx(u{fU*@WDE{hlp^Pd^qR{MKXL%oR*&{DqzCp77A2o3Z~^2i2jcQK_I>wB&Yy7
z9m=;bA4QJ=9T};rBLOrjbfkmQkx?iBLm3~?!gjkBM%Yr08e&C391~Y^oPeNBn-J#X
z*fC}{0*07t<faI&i(>-LVw8aVECz0Ng&|hf50M!fHyO5gp@fWpWsuXYN--5U0|x<0
zt<TMNKv@AO8iccXFTffDK;=86kjaOp2(8)y5!oCKREhvBhOKD@L!HV5JtCuD<kI2t
z3~7?Yz>)!xaHwRc4Q1g<BH}YcGz*(W;Sh|vo`m3RCd);FP$-kL39WP~m-IrxG)-sb
z2+gP&qs3ti4Jm?Vp3ZI!>od}1fDwX&Hbe%3wknsA8Mio$Hj1E!M+<6YC=ZQfVL2D9
z-$X6A-DOOum2?A=BwZ#9lX}t?orvU`yits<2!)xxAfFM6Mliyd$>>S1&#KMJgh5P5
z5j3W=_HZhYQFD_{LkjRkZgG)JNU6mjE?*A8rmUYp#hM5dOwsfZE5Zi4hpuI5Xhc@Z
z_H(#lniDm_Au~X;i6Uqc=)LlYBCTLyQNIvakX$DtX@eZN!-OORHZMQr=U8d6M3Q6V
zDAFvIRV>OR*h~^Ns$y&pT^KXt1Q84YrAEsKBnh@Z$%eBaGLmG2K&6%~1*RL5ZHI)Y
zlJ7+1Y&}~@GlytgS{Pz;t?XbnuC*K4&QMaywgMrpWP@!Ts8ADQ!+9L0DSaojNFr=U
zRA9(h#7rSB7b@tYY|0>4hyp$uSSr*7!TN-W;}e_WT+kY=RGt7`r<Ph%{Hrzq)nz@D
zGX#Ka0}D$afOTC|PgoJv)5NH#o)xhHsDd>mp2kK%H(67n2;Q);lyz{kKxkGN10bAN
zVF#e7lt$A0Nee9tq>IatTaFS6orsIcfvwy`l4i>5Wh3NM%4tckpl?q?1tuoLfzW|Y
zz~wX>2=<~;E2J`Op^Vd^RV3)3R}yCk#jVT$Dxh1@v@mbmM5G))KPW+rV2Kjc%ymkQ
z1kGj<LViX9kD?)h7570=pw_gZU>r&!0Qi6gFyGVZfY78xSxUfDSy~I`b3SCMF|mC#
z4lu{HOm#xYX3@A>0hjA1^e_l+r-V3-0kJX>C@r(QB4Ac=fyXKZ^MYW@aaPi$LLGz#
zEHnD0A+Y30@et7)Xdok)>T<9>69VB9q1Op`sD_w2SBRm7d@8~RB@A3&Hf!eufU)Qx
zxDf%+$r=a}1+rkpDg;RgE*%QHD1u4`3ONZR1sPC%md<Cv3`J6#%o-t3qY?a?0+1!)
zv~tXl*@vbf9jfPOAfuK=L~P2CTx-zkh)fJ(hG1!hN$iD83|EAsAdG&L1sS+;j-D_J
zSy0#xhb&2rh7#dY#KH};T?iIeCV;6FLBgB_0W(w_g+(V&X!tU^3QI%zF8iGdw>ipm
zf}le*fZ=+VBpzn!<)}W)jnUIAc7O<LOkC0s=PHcRBqO9j6`?2=;u{<mYZ4)77EVT`
zbOB*0Hssw~MJ%_;1{QM62~{-1CZv9`(JRNf7KRN(gb9OD%5-RzN~I|&b7esjT{b8M
zM|~Nq7{x4(v;{?@aN3bhGo9Z2BA4ChlIc8{GHAk8Lcd&}VvE!PFs<Z?AOvfqw1Ch-
z!?REpA=tL0$)V*Y2u0k_F<89Tm@uYMs-;m&IBL+u)ub;!C@M=JZOb}kX)ht;sd1yp
zF84+ZswD2vt3v*)A?UN~U0Bcqc6p_vi7?F9IzeYLz)RKBj4q``ZN}KJn!)4QvlPK-
zFzk-$nKE&TpXAsSMu!-9?R0G>8-{&$w$I6MWkD#<>J<C+PBu)W0-~TiN+%SU9tnxH
z9<R@oU^*1egg<T13s@&B?I%>cctUHk%LL(!ig02!CTZjP+19Ag!UD0Oh?BuFU^bb<
zqs&^wcCd6C^n(pZhzIlgh5EQa7Zr&ThA=I^0v?H&p=<oISMW=fG?3Pe6v5-Nq&{we
z1rnLaFUt*I6xLd8R*7Ar6bdB@H(!KXvU-0e6Lk3V8z;2EM1UJ$+aRF_$0E|SO~sU&
z)jF+A2$ndEAseCzs-q#A5S2p+SmJ~@-b92z0}_ef!ew$<3}(Qp1GZ!sLB;vdeIlt3
z(m@oLu&Q->#D?lsELU1&!3_pXO#<$#bbj0rju`QvTp5Fm8Ffg?^FwqUqH@`Tys$A~
zO)9KRn28AEd1FcCWosR5A#SA`nZcmNXH_Socr?Iqxr|C>CK;Bpv<|IE7fPuuNfj?(
zG}*L>n$Dy}QV>0CyoM-qIGMK`EZ(#}A{Hy73Vk{%){9}I32fIB^LScP>QF^hd=XD*
z<EIgWTn*%x)}J&AHGX$eZ4xL*1>MRv!BTJ97S*M-WZrU!CPi)s3I#k7G0EfxF%3H)
z3Bj^xN@kOqU52m@2+}Yst<vfBCXolxM#KmrNG3IA1i=Y|#2+Uu7EEMigfJv;a9YBK
z1YNHaLOPZfmFcmB+3#}8V7r0Gv4j1xjz~`8un4wEQ`tXN*q3ps5d}Ae+enAOgV^AZ
zQ5vvRg!|Z8mo-R&ph`>`)_GOppjm+EJct5pZu5$wS##JI;~0Hl6AGXy)5Nn<n#P({
z0%66cfmnl3sRxRIClv!7!^v;CRAm)T3<N&pcu=X7aje0pilnpBApo6lfS)w@S-|%v
zfN;?fL188yR>#9}#Ay|2NVZQbl-Px~6y}LKxv_{fFJMgul`-T`+XO*<#um;>g)&~6
z<4a^b{s50Dq7!mN>A>w;nKR+Wd{Gj&Dw82h$95?lIz2lbHAb_TJB$d}L0crhGtCZ^
zy2KjL=qzU3X7R~0>Etz70NXDYp9y7Xc6$gB$C3(53`0pVX=m%B3_ldkXkc8z34%=w
zZVbswn?zd9HOS?15iV8mxJDD#!;(6bDvK}00wPGC6G19fFp|lN4FQ=itBx_D6p;(Z
z2<TV<V&<8r$|x|UDQ_R<n5R!Ge9U0fs8PUv2VfpwZM24CEGbi%;~j{^WvqzaM`s|g
z(gczIm?o4mWMf=f)XFlOfVe@eI4c|uC-PcPV?ta?Z^oQX`xFTvs9C7q??F{QDN_>i
zTWKKt4JSwj-AgAkkSoK8)BPrImKls&U2&NichK#G(PO|^m?@Gs=bUC;AQzhEait2l
zD(=)Fgaafu5Y?)r9b6>|rP?nQ2bFB5kgoJ<O(<Bj)dVoB#A=IceQ8La-xR7(Cd6us
zQL7<fQ3j>4<61;X&lm&-wK8j#SzU%`h6F-5;Fp7~utH-1^N|TvJVM5`F-2}8QPu4q
zRF@0VZs|6!0<Np$Dm}9RO878~I_vT(3{D2unDGk4z<l6}l}?cv3xM-4Jg^Q0cE3Ry
zP8N=+BawJsjYbK-0%$UonkiP;Nd>I(dLm)S>Xh@-zJ%F{2OLojk<?hzgn;B)!e%2K
z0?WT_NjwR{1{x8WN*VMFPn@(dD)!q%gKUfeV!DJ$j2py+9t2H=I+ADM`Rok49u`FO
zQ363|m`fc?JDDNB(ByDQLh&$Pu5h^ZJgdr=76)BQJ%jJduYjX+LD&>v5GXTiQh;4|
zCRCgxqY&Mj0sqVT=`<u^lOcAFz~+g7F#<b-WBQmOqE?yp!Mv||EsR9*@Y*f7f*|{~
zP3QR?<%N6Bt8)S)ck<xIo%(<0ISiHRj}KG?gEu{l5sT~bYX@y^dK4p;J0Jj6o(}-o
zubs8Y9ajNeQ>jXYVP_(DUPdM?Pb9pqQk2JK3Pd9CpO6j1LLn-I1tOFy=8I97D}?zJ
zbFVLVjlUH%WuaIc3pw#hnsfqoG6)CUmhR%9ZCwl&r>%p7JKAC}4#RX5CNMTyNw-Sb
z8|Vsg(woFxVlo`04!HdJDTodfn@YU}4dN19)X8Kq+j236t1SpR!EGHd%h}f9V$e~i
z14qCvy$;X~Wv?|T$G`kzR{{Sx2vf*mvDqRKk9BkY-B9it*-9o<>1gHQkiQLb-fQP>
zZVtRE8S+PgDw~k&bd`st;M5%%PeimNSZe{Nq_m_r6z>52L5?aNt(q$b)AC9jUQd8}
zR8j12;{X7@QTr#ynBrhl&hN}Sp*MJQ#sRt%!}9YEWWz%-aKa26al6)Wz{C9MwOCvn
z0tegv=qOd5jyN2O-;@HVPV&bDZajwt`dzBlf@3zZasco=BPtWFH8MAib2+78UxYX2
zbp&uDiG^Zdy5S*brd*sm#Cf&!?_~NTYMLZYMsjHRT~gO_+(-xbpt&9xyjlFOO93z%
zrKxh5)eam(L{Uy|a_5t-(a+E6T&gFRkxu<oX7p5<1lKYqLf&|}07y?T)^VJSRpzGB
zuTj3rt13;eLa&nDxskrvVK6@Cu96$no@+qGVZ&-22BR<s&OnCZYAlGCgT)aq<^t2V
ztpN{u9pQj0*M0!YYgw-KAzy8-=4)BRSkN2DRM05~gsPUWc=%@&oOt=oY8PYR!5^2U
zWP>Jxhl+DoRjaNlHLkY%TGIjga`Vy<2M~0ZoAY<Y3^3xH_F6+Rou0d-x2KN9g0qnA
znB4Y3%#VlTM7x030k`9{L+MOLWrf#M`~4<^)0L5M%nOb$R?MF~AFn0<e$m{BiGhgy
zol$ECT2|Sb>#`P7yt(0%W6a-*COz&>1TeB{lc<&#Hs{)iP_6!Zz;u(!|A(dAB&a%X
zZ^Tjs+inp`d4OFnudWI|ae;WN6nokLIMbU0$jxM*0gv7w1}e~6t^!&BoFe}-RF~WE
zKp>p@(`@_zIB|dTT=~@N+j6yEH*J4q=L{(<?(|5=a3WI8?)^pGmK$0yxH)5>)Sat_
znrc*qc(DsF4kdDyc&r#G?_$^Lncz4&u+a)~-)v%D%R))hiW9*3Dt=eKQiTNJKp2<{
zg{myy&|F({!sdEjUVWCo_)o;qRT6nt#3;T~ya3}Ga#r-YO7cxQT|grkcH!j$l}%Am
zn7aS-V)2|gtJQ13IZ#7INh;~jOFA=HsGNS)@}Rg$rTux)+|g+;7Ya*PCjU8s3^hp#
z%U7iSd2vT>@)VZNC;o2Xo6ohYg8(l6ULdH$UZ9jHuKo`PRoR@s&QF}b1qU#_0L8Z%
z67=DO8!r~9<m&$xJlrrM)s_r5Q21BL204}p{dXavV21t=50cU<S^;>4@jFaF+%Q4^
zVbkG;`u|k|LI7;D{{bRrV*ai@mowNX>*{Z@AqwQvZDv9619;-U3=TKU?`o@zf+77^
z$p=;50lUL6Q7|Ia)ENImL=`XUhPZ>E3`UAoWq?V=@-mcOtOl2Nj=NF0RKl%j@;?p@
zv;dpclooJBaS*4cbkc36KLllTfDM2Oc^MZ0(71z;Q7|sm1V-VoR$Ga1k?R9w)x<?X
z>u*a~a4CuLUj++p!MIc#7U;hp7Dx^jId$@1BrcF!#l;Oa%D+%vFp>W{HNvcz?yL&+
zUTt~tFIOWu%k!$;c?TI66~mg}oFpl&rg3qr!lKYP`IpHGM$YEEBb5k@<~MHrhu+Ao
z;^N<~M1W;+hXSL}KKO?P#=jjHoJu`%$C;g+0)OCtz@R=(QJwvwSA$zO32lL(MJ}{;
z)gif)LR*EVUp1jo7+I>e>3OR{qp$(DT?_++wNzzH%KXd)F_?Fd{aI)MRudb{3QMCh
z>R4@T++rA`u>RW)8dntxxVWRj82`umq_FybnP&nbo)zkZb%)`iFmPE-fl(;St1U2C
z1$NHA3>X{=7`gb?9TxWF6!@Ig#YM$QrAmjl+PEmF{$B<Q%KW6_;ddA;ZqfEEba(#;
ziz<8ez=Ati909AUIdO4^sgWCef@;c(Lc6irz$gg3{>$V=9vHd5@-jva8VuwP+KN%Q
zo4%UZxB*+$1_$HTjEutKx2IQ<N5>tePYV5le;gYBZaaetjNg&KD6|y*2aLZp{t1@c
zE4TK6%R6gpU*X#MKMsw;22|77DD;_cJ9Pr$;+5b40_2Vga~1OTAIC<a+^Qxv3e?eU
z2aT)#30RB2qkvJs*lOb9mfe%W4FLZ#SOA|ym2*twWvn|47lpQcHGxrByxOh_vtnmR
z#fQyH|7E}ca8Q+jm^cV%<bZJpd98&5Q%ztL#<i;rj9XMB1@VyEPLWWa3HT!~W9NWz
zC&e=gN2Z#{C@fxWWUwoAS>@i*YKn|Pk#+k)Bd1INDgZQct_kZ7T7E|g0!`I~M&Za-
z9~uSqR}&hAGViv724!aeol*gfI|vztv#y%RC>)u88W{!V^KAzVuv<r!Gcn|4)W(cE
zX**Zpo|kGO<CfJ)VF<RGGNaJrzWtzaRh@uc8h4hZQ5a~dCNyqYofK{ksU|cEW!`NE
z4az$KMn=W?X6Ap7d%`X-6soOH3O5>76B>oczCED<cJEZ4SVZn1TcglesHWH`-1<{(
zY}~M5TTO5js<hh<9F+4)frC;hoI3~`g}nWzv2lwkr4XC9292A&7xmhyf&7aXe*bl#
zzx)2j|Kzog`7;VPdjqO7oB%KDA!Eg^7T#cl#ACUaKUeJjxR(DWZ#Akyl6vE5<)K8X
z(4F-T)corvs4e+m+Wi+TJQO+y)t1GD6Q-J?_;&aEa<)Ash^ZIU+(~jc{}zzSIr&eE
z;afD{?gUs+FQ>WFj%gHx?W+lk!cnchv?y>3{$<jFiW22)da%Xzj#46pYM`39D44F*
zhDG7>_rDAlV66cJ5AQ%&6b5*z35x<@^FLTreS@wbcLKEXtpfj(7S(ufYGFk9-zY7p
zqvLm&61hcbQ8=vC78eEL=3fR2>Ii5~i2!KaQMN^4MCKn>B89N}zl6nY91l{1FGpgD
zbncTlZqf_B)JDA(^uHzkliQ&FpF8&wJ<nG8p0(UJac&YTyB77M`1+rJ1IJBbnQ{hF
zxspWP{%(E08$rC*od4j<X4eW+eW`N7Pz~PL`X8Sg`{%jH$bVHe_hBf&)Z2)Q+&hVj
zbmmoIaeHy`7M4x^aV)}|%9HH38y4Aj5Efyi^2IW@8y9b3dH0{kA_IK?wL<;hUNia@
zwrc+KT%=dV-fuT7-opE){&6mHD$gz4ZcJp{L1OW$@VVWXcnjMo|8XQ<Jwb50F|pDW
zsA7lzt|<#l_x!3o^{vi-oQLq=qMrYMc+oebNh!hHcis&*`ABWPfDn&4NpB<$c1%?I
z57g$2D(TdBYB5JR0lsE`vk%=zT*S@4QV$+La62YcQb{>Ccp$M9d`R4taN=Y+&lPsy
z#af}b7<_k|#K=rB7p(erfUe6_frXp5H=n8(ipz^YZ%fm`2>4Jt2*q~jn2vxCmg4bZ
zJme}XAxk=z7lEr-oW!wUaqcqg@D&%K#q?t8qC<xw$dGX4+}dI&xAg-S6hYvV+~A|{
z#gI7n0b?QV1g>!rq{Kt+xThFlu+gIO@}fM&BI%%>M!)tU%OgJ!$0i=wzG6|?{su`+
zn=VMr8cnqgd!A;LG{%h$AHJta-K{J8){4LK>d@Ds&qv>$iiuv_!`F7&FuC5){rraC
z_R}}~{I!<`i{me^^z7L8#lqCPd&HNQZ#PXpwe;e|QxnhaJJ+S@!o@2iO~=d~+U?0l
zmXW<T-Pc7-e)rfLI~21wY><9VOjpltoq6Qw;rBWmU0>YCb#`9am2YO>V=P^*ne*V2
zj25lL`<Kk#_0d~M+g4AvZPmVQtG3GVEsCf1u}wOE?#!7p6Be{S{L7nH&KiS*#WTMi
z-fhx`4VF2Z_D$P<*qhi;>vd!J@Yxdq{Djf^5yL!k?&lAyRdX(yd(d{)eVnX6>Okv0
zuT8&F((%;&gIY7szP3UB#<OLDPG5NSuhm+1$f!~;Xs4K|GW_=D$nqh^xnB*Ru4|{C
z=G#VZ@M!tVYv}Ep#wODrSxpRvq0WICeQO=C&bVjDv-HJ{e`&N@5tvuEFTG9e&i%?h
z*>|R8hX=oT<;_)J1=g@*fd#?ZB8G0xF?Z)}7wR4mu4%Yb*kWeM#gX@~b)4xiU$(c^
zlOyhty(-<5RGd(Mr8wdKs>Pl+BaxW4{fT(`@RIHGcWl_)YU9k|cInBfds+=yxbPfy
z6n=Ee;dvXM-nn*8x20c?+M`Ix>m2(zeot`9OVihGYPEdLm2AC7PrR#`tnd7FcbgL#
z)}3!@yy%`+8+Ctnc%uZ9e%Ly6;B42yU*I;p7c^(PZ2GdUDl;lkyH=eG_pf<))$y->
z39UX-!+W{@SbyzpZLG^|_m6LLZY+9$w|<;p4xU>5W~+&>em$T`v8`7hwtJv!**iN2
z)H?dfGtCeExR>_r0N>pBf<@+z-Ft05J!<Wn1B+*W*}l&Ub9S6N^Xqd&C|x{x*!iw&
z)~s0{Jbl*(7h671Qy%a{czf5q_~FJ>$I03m-+#gX_0p8OW}BHYpZEFt%>xfM_XwUE
z@nbup#rk7o9$$HH$)VGk7E3N(J`3M9YOb*RODD$BoSf%d_2brCGq>jMJ-Qu3KZHMi
zaOqo8bg;717jKu@J{`Qd)taIF509ZGV@H3)Uh!SGVq)$uKZr8SbED-g&!<{8{$%Sa
z-RHI?Tkcu$d31imx9fEL^{M@>YTCChdb4cjj^X>pjve*d(r4y3d;7JwwNvrT@VhQ)
z&pRH!ySAeC0Zqy34;s9%?c@DJy6r!@qSkx;7S{FEatxo|@oc9-P30{g7d?4;X3g>*
z#ScyGn|N!I@S_PUhb;Z-#7jq>erodz^B$Jnzhdso{ra!FFn@f}tZAREdgQ>QI&~g6
zhVSo=xreWZrmTCs>6}J~o0~2T&|JFrCCe&X&-o|roz?Eqi^)cvKJ0b6sr2WMpPu-Z
zt?z-QuWt@496TfVU578;X&fHdZDW(mtNFtoeSK;3y}ibb-KOCmxu?zeQL9=m+47=y
z(a)>UY5RL#c}nuo{wu%M+x6>*-}z2=TS~&0vx|OPb-4G>=|f$b-(PRzHxt+G_~ijp
zVqc%{%?;R7pAq#B4n4f%=L;hi{rvSCo1S^D=QyI@m=Yp!vfdLdM%C;~{Pf$s_r2e#
z<e&g=_|y6ihh6NnaP5pwONUw;Jke77a>;(K!F=C+4Q=~+E|_`g;Q7^4c+M}UY|y<p
z?D*WsXAKrTe+C*h_@~W}jOJ-J%=Wy@?YV5uhqf9ECcb#M+3;4F|I6uW5Bdg2*YgMQ
znX+0ldiS}v-P6a*>fO6{+>~8|t)erbZ{O;&x7Dx*x|g)N9OJ?@7K}+ht<~N$r=<K-
z#!I_RX5;Jb(_aG+^|vo5X&q&guRXo}!9#U>uPDD;xx|&)-g3b!@?8^0uYGL&r-Q~1
zUGcWwF>7|a+4@QSckrL(9=`CcV6W^8P9JpLdlQyfznQZn7G1q<*r>$kh8Ir<!>2>N
zr_Sg+!^!?NE`9mCcfWbC`02MMo@ya}G5hA}0ny{=uq`#)|5WqDZ+Fc(-|(juh5@~o
zwTYcuR=jlUz@iR)$2YCLVb_3-2NLhfl;1qnq0hAUCFRS$8-AM4?a{y2s%?V#_kRBi
z(^jmV+VHV)J!ejz@XMKBQ#)tvYA<@@IPLKHVOhWYA;mYGv$c;9`;M%6anboH`<~mh
zVamEtM)K|2@7pXs_3);#&(D4Hz|mT-E~<I?NH67U^FLbj_4z~JA6U42--yn=PR@OP
zWWR0=xpnt#+AL{I@?ITUv+svrcRd$;uybhd!ctB%)S1oxFzt=;a<akNbqC3MZ4TET
z_xZG`^<UnrUj6lm%YkGxyHdQiNVT)=)0}NPVz2aqB;9^$+Owm)k@y}JdvWySx(U;S
zYwOsE_ek91kiRqgxtHMSXIA&z)??}D6^pO~m(JAh*?-`v0WWPDxVXf+$udbu?6N;l
zGVS&LM~vg&3NBbAwXg0t_0+i`oi;xw@YUQao3i+xhU>=&cb}?RchUyhq-SSsRz7;q
z1B-qhU;mTRR~Jh^-Qb-0$@|7B@wbapt*<=a<ZO%XCz;15bux8W(z7Px(#h_qVcTbk
zdEIJkc^diV@`}Z*i9al9&5?AuZ?2=3_lzLXcKOc3%lGU!WPdL@<kFI%C5&IU{$fBU
z)ofxAz4F<<)g2FsKMC!5WQAztNAK;FUOJiXV_rXb;Dqi$Z02!I)5Vf2?LR)MQV(C$
zq;dB7@LlZ*i+S(YuN1K?Ki1#W|9Q($Y~A4<W!(_+{QHTK_mpYh>fD1N?W-Tg8S(TJ
z^4d-GosL+$9UjDN`s3*p&FA(RbpH#?UmtXpG`rI8(cW#AzJ1sGS6I(|u=d9;OSv^(
zB^!nxf8{&k1BY??aN`4yWg_2X@0)OW?CKWZtJ)Tw?%nkHBTdjnU&d<aUz@+|<kV?z
zG<{fm>9Iz=`+c_4aBT9G2fCb$!iR%Bzi96!caJ>zA=CHjmgscrpqB@~lAZt7TE(7+
z<)1z?LQgE?3}TI&wqy1X|1%GFnfc<U1Mbze+EEg>30oiTl~KRht^Cc4;}*Pmap=!I
zi7lr#o$LALsdK&BbzEs{3^jXcMU8FQOOigr>l=DVn=M(@Z1BXsgO={Pdt;q$fl(!+
zhfF%&>@n+o)3cXUEte&~sbk$!Z{qUywGXa)ggxQ-L!IcuhAltRa!tk<KX&2r4{e&9
zyZrc1Pqyh{@6LDHgq~(wJ9OOH)=_HcHG1MaLUz|Uv2qaSDGuD{$VpS}ji(l0s=4-~
zkh*=>PrtbT0r6V5)N<cE-IRXYT8!yA{M(^LElVEmzN<xx0nMLq%a)COGIsiH?c84n
zTgRRreyHw`Ylf}b^1?HH9$b?(^_qC8mvbupg|pja8wbCx-gfzDEqk5zW7p`L4SiTu
zV=KWM01r2WN;eFeX<RQ2XnuOP7v4zo#wfSdwWYUe@GI?Sv}?K1yCFOB!Zx8|t*!a1
zig}DlS31;PSa*6u239g_=>x*Z<1L9Yt_=Hl?3o&umssH71oO!DA8%Ur<;r^=8Bt_J
z4o;UgUpry!q{XFy4KrK4De0=&_vC|hTEfpdKU&}FQpZ{Cn!Tr(d)Jgz+EI7c?RBBi
zg2B=a%@4|+!|oYZ_Z>QI+St2maUZ;!{<QyRE3;nX9mB%)1nWv0^<qqD(7A!&^fSMe
zYdf7g|E$aW%afD8Iey%?)=%HSnpS?{r*TW-@12xoGiWzs<kI^+7Cd(4n+~z1FTA2q
z+ZOEDcv13!)4OTiw)LMKncsG2*`u2}pCsmYo++#Qt@o)#ub+D?x%{&4wI>(79vkD+
zcH5Qk?U;#v^2X5C_s$!;n%VEo)~^eG_@!%?)V5BvIkLHPLL>L-pW8=Hq>-J;y%V}D
zN%uKl`+V~;o{?K7PaZ#~$5-utI}zI4Ub|@aEX%;}&X^zT@`-L<;~wWm9;`p2tbd=D
zkJ%#W&ue@WpEK)O0d#Kk&t04B#2-B;pSa_>dk3%IKXyS=<JTicezl`%s{4lKLr~Yi
z%(wE-E*|RK>umD3l34N^##Zmz<8jTaU7sH@^U91m-zUCWll}5z?fvbZ`lZhscWs%`
z%k=(f{mh-uGd8U~SNluX$42FQKUxpGJgiTs4x}E|aCL733@2^nU+nq$zQ(Z^W{%y_
z^q%a9$(lK=(iit_(KIgUA9<sZL`NKYbzrOW3+v6RH_<<7+6&!IWR85}sIh&WP}~=q
zHGIILe%<-X?yLuBFScnsv_x^zPfX*@KHrKpu<<)zXhxiBQMP7udRH^=?s^~8-q!u)
zE)R`9*0iUjZOO+&8c**&Ui*QxN4(*WEq{$lM?U>!;|J><p49$}dp7htGV76p<7Ty6
zgdAGSc;lSzp<Tx&oGO1?FuP9Q($aG2TiOPFUr-9upN`&DXIbscivbqzOACK+O<G{(
zlT#IaQy<S9cxaF}{M_jGE`Em>y>y;Ab=6y4x4qVBWoPWoW7x;1gfoUbJaSI&#RK2d
zUS4dk(PRAA?=?C8Uf-qN*N>`CJ23dr$j+Q`*wHDw7QVJ|EUk28=i%8`f~w^1m69QY
z-X3u5vakVuf%8amyKy4z(*uhhdN7%OrSAEeW1A+9<4p`|u~9bp+sTfL<X6VdsU-`#
zmV0;pmd?ylZT<qAwPk7%wynpmX{=dm1GBV>!;8DO##Zf^wR6V%u`5%@p6&M3fpzbf
zTp>E$JLH)u-_*Wx5F0H1S~XzdeeKG>Po4F(T+6<Dz~%c!O!>)qMzUnqs0A++T@am_
zyqoyG&w|))tM$p1?+jh@L|N;%HyHO``tF-=>7SJOzH1>fuGq5t@!hB*+-rZgwflOW
zes%eTCl+61y}6^E{OiRBW<0JqqFGlP9;7_U?&nRlHjH3oN~POR&S>~->X`QE>QqB^
zr|rkeE%i2-ht$9D?nctJ;j=+UT(1sjapa_7#iaSAb6bxeBJnjkDWt!sKRWB3)-Ha(
z#-ePeRih+pMC)d8$4FDB7N5BPhl|~oFWr0k#1YZl#3w)f)KcXd_435GvvtI?=^r-f
zdw;)^%S4R3*b4fdk;fNo{doVcuZxIX-QULs?e5GRyZdyHPX{$>w?y>NN4Vj9>kBWf
z74=zrcJ`GS(hpDX*IZcZ?eRYMxg+Q1t@|n2c;D2WQ%1h_fpLGw#Y0irN4=(<Rqq*e
zH@so*@cTY*Hnq>e<c`(Isvfjc2bvr_)ZEZ!{*04H*DiW$_ud+UuMYgsetYr#E!9nV
z^-l9vb(lNk<A>hd_{v*jw~U=yf+SjfwtU5tvL<2myLES#Hu-3|Wq6m@*M8DN`>i>>
zsmssjW{xbM@J)PpA6alsm-ps0oBHmExgU~8baP*ByoxJZQrevTLhSyFdzbcId~QaM
z-CZ)jto*TO_<dK`A-~RWop09w58VH(aPA|WN7Nr+psj_*%zQ{iuF}n+qo-CO@0EXn
zH`6e5?lEiVtG^qtcxX7DzU%$={I?p^XMHx)(_A!C&3brN&wHO0Z(lK7M<0=?|IQSC
z%O<;@8qDeYL9Zdtj8Fa?`kLJG{*v?0C7X47=;)g#SAO>_8<@Js8WxYcvSa4T(?e*b
z3#ZCIJ+o?|;2uM(1@#6;-|F0=#L$xQvQ_-zi?ot{^WxsKPb&5%?z(c<g>uUik9{_2
zcl0Uava^kAbiA+kZ|LipSLeR`yrcCq<<G!_HnvZGw7;mw_j{K;l^HQ~>&7*$_85bW
z#=P0HeEN&Cx7ghqN3wd(ssGiH0kfxTjKiLKwDBC{fS<4rX6oN<YhAZz$p^vv_B-c)
z?RawVI=%h=&6l?K`>=PSV<*}<*Yi7vtoQp?!B5Qn`Ea1iw2dVbUD%9g9AnGBAFy`^
zzM81jwZYg0mxl@ujsN(SplSIFW9I5sHaKy&_^EdF;6{whgeG#wy6N5(Z((mg+aNMH
z1C3k%iCzBsxp$9@U)rwgqV9rkKREjH=HM>+`jT4j9(#U(di$03Vt3o<+GzbjXGZPZ
zEx*#f&9Q#H>$iCkSRX&YK~uEpnElHiZTRVX{>ASd={o5CgW71buNuW$51MzTanaea
z9n2-m9+)w@=G!lqFKPR--gC6*cn}&o>hs{fvBNFh>pJNz?qBF-efJyvvXk+2%Nf6{
zK9t%p^Yd8!&-Y&0vh?V=_D2s*ICZf{*R=QUvI(Q-w&HHsBP&fGnZs)0Ub>Lmx!#$>
zWcG`bhqf*oH-6%{&mW)lREsYzws_6`L~HZVO^fF}(X+*=mE`ArInUP~{6(ErKYC7C
z^pCWcY@@yK#rKECZT)%B{AWy1`27!Td+O^RT7GcRBGhhN`?IOZkMF)R1^Q~opy}%u
z`XshzkKo^yElG7eSh^;#|NWB#yUlsZMsGK>({G#K_$6>ObxJk;xmQZFAH9{bX4ZC0
z2Yq`#W32zlGN@~CoOT9(&3MU$g>U@);M$K(lD3>nufOve^5gWP?V`Ic+r<MW?7iFi
z+z@O3UF%I}>iqoC`9tB)y{*4``=c57cLUZn_+r+Xcjo+1W5;haj2XR9+cXYK59<F|
z&p|rYiD|CKe%QKtTdS{QkI$Wd*W9H2#6$P~)b#Bp+rGr!i@v<>IfH5Pr`tByu{B<C
z^4o{x^&YwWVQKq|$0tn*tLCt3K3Q_|!3(=ZQ`;=9@3=6a?}wf#{>-KqHVy0hJhu@k
zy1Va_Pj?e^*_GPt`{8asZmi>dW8TZ-r*-Y$u787xr&eh;tJ5_fpFJ<}!jlhAIj~i_
zy46`l%aw4~u|IBEHfH{}XT#?XFaP8b-JqJ%MqNjJ7Iih-Hul`o$vaAVE?-jX+zV%h
zJoj14MjM(M-PxU5&+t97>+h|}>C+%yWUIMFeP3Dn`~yeV7=|BM`lN97v4&*B)6Fyf
zg{MaBf3zldVA0|i=4jsk&{Ct#ApOc(byh0(kJT>OYJBNq`vhF|sIvF!wI3q=+rTq*
zJtqx4_Q1Wv%NjABK7Zc<Uv$x8+Sd4@#hu3;`EJk9$6iiMPdw-BvERG)^e3@i3k^eJ
zU#y(lto{e5%WCO|&3$_A;&s^trXd@GH8##TEHA2CWIKkQp)Yy**}elO>@6+1*o<?g
z?D*ZBX8ku_>Hma&{^S?eKA{)1Ik8Hf+$`C5-=-_)caPoOVa;>)7PS{;zScjSy>Qs_
z*|&k!uYP!{Q==W4V;4_!Kem~Ebm-zW=e~Sn#pVxImv<gNrrzayKWJIH<j2~g@TKkH
z%tE8L)@IYgf!)6(mM*=rw14>V_j`Q1;uQ8=>AG5?I_oYk9{qgTCn+aBW9yD~^s-&C
z*PCyh+48jx(;Z*MwBnBI=APfW_q)}7GL651gzxKi&Ne(z_VtvXhs}PMb>wi%wg>E7
z+Ja&2wjcUw_T5h!zw6t)_m(GSrG`7E)yF^J+k5XxtP}-PPaSPG?&B>lJ+|!aHEkaK
zboUP*ofu5irfr+Os^k36{cyu8b=RamS%*6CgDr**9)Gq^t;ToN#<q{WS;UiDHR34_
zhvI512tuAFD^I|e(Nr1Ii@892wygmVdL7|_3xq}Ec+gx7Ggw6sFXqHU@nV$20KrjE
z76eFfW^pcvss{-H%pEIcRy?xcUbiP+%%RhZAgeTg!{Tx(%3(ooAXD5jUtKY%uUMJO
z-YWmt0HU;Ur>7WFhshuoD1vg)=v>8Z83-UJi(>(=lNWLa@M3VAYY3koP8WA>3$tM=
zPcaOm+*~ue6j8xk5W)qSDr4GVvIr7jk%~sKIjme9w=yCOHYZjI2@Aahfs=U1iN}gN
zGvQ*0=;pmjQxpObVQ<J?1o5#LUU^pxS-c@$DCVt9s7jqvm3XdHu3dk~eI*u)3p^MJ
zx&)YaeTX{W_iNoM&J8XY35(Yi_kac?2wKdb=jy!KKL(Rsk&b|?-0#hDT}xwAIS_8H
zlH5Nw`_D>TD|_t<q36o8SZFcAg^Lk5M+4z7!CwZFr^i4z#atE_q%w*THVfoKz*8o8
z%7QuI|DY5b1%pt@-(qUWK(}*Y`}{})#(2pJzA@pd0|4i0`p+W%Y%YovMErXgA9O$R
zrfjS%U26lq#)#Jk4Nc6~3TyF<_teS^s@<@bUD&*a{_RfBPjY`><bVHca^DYzB1fkh
zq7@Gxe^1Km<gIlG(>_|mh7X@*x_Dwo`!lO!$(sJHyZc<&gnqNP$HzZk{vmbha_@f5
zM>;h4Bzko0uIFcW=68Ae)nhDK>#6N7_iLH(y~>ukzjp0<hWov1WxK_1eeN?}II?;C
z$$J*<SvlqMj~5@Y42GM%I&!olyW#A_1EbcA5~}2r&F^gaRPR30+`F{XEcF|sX79MX
zb9+Fwb^nMd({S33bUM9coJF(t*NwDJuYJ^Q_Q3KHugxwWJGE}vs0nj6N_R%PzxF{%
zr*}-kahPpz%fx8=bWR=T-naKXEdQaOVE5oo8c4%|-b8+=kF;dj1~>1oeq+`KMhi=;
z1qoT}A6GWtS3{H?eDI3PzPN36=kNxLS4rN|Pw(D%OIhRNFSi|z^=^CwTHT1Q?1vq1
zJbDP`hELQSaIfR1dNse=iZmLsV$?3fhmGfc@=2y-;^@@io$J3ps5<lY>3%;w)_Y{F
z-~-{$`AZreSktnJ`jHV&9ID^<jqVHgFQ#`&Zy(`q;veU>;cFL?i;L!Mvu(HaaxUL-
zY3B|nJH&qNy$)YB|4I{>yX&{&OVTf!zrJ|k!r1#m=6&T)efh)M$uElBCqx&1Ir+}o
zch>Aan1v_r(7p9#qK@LF$V=vIlU~Dq7;Tj%<weh2Nj6Bl8*LivdHg)H#ZxV28{Rl4
zcK7?z^m?n=!_iMyxt`&zJ$d3>azf`Z@1Gmec2~`j<ecYUWW@W4d!I&YENrfyq<(DE
zmc8Lxu|r>H9{;uB(UE~V!S{yke()_$$!ERxjGO$@xi_}IG3n$(JMUk;4r_Sd%4yAJ
zwYop~x_MjIzMY4?$Qv=@z-Q6jtK0XR*Z7f>O}lQMuuIj)Uw7ZJ*P1-ARPhx@_o?#B
zAG?h)9M1&9@at2R-w*VV>R*#j@DhjSuY7l7hvDCL(Cu0hAp3&2w-BxqQjMlR_+!)I
zGvIKiw>b|iKUn|%p&jo!^^39oRJ@yXMCUKsP461|*miN=LCJyIXUBYh9@{hY!s7lz
z#rM|Tc+cGSotH_b3|+Ns`SAYRdR%_Vbmo;oXKU8jesIhp|1YhN5ANY#8C~>E<nn+C
zpO%m58eMXB-Y_4pf0sq!FE{`4^f!yxO~!uEHMO&w?4fB-4BYzi2;IF8p9n77IBZ_W
z)-YmS+tl}|H#9Q&Wv}heJUZ@I@{Hnid7mAJBu8rz?KTcNQGVF?i;32Kfb6Zhmuu~Q
zec73hbmb@D{-1xfTrf=Vz~Bcbm-SnJVD!+Q0~_>QTEA)c@elFa^BlkOe!H(G?d4xT
zSwH%R@yqUgXpOvCyL+0hYH?`gp(n<CzrIE-g>HSj=JnzS8or|(65DztdBl8p@b@)l
zSh@b9NvYymI;lSKz={*nU!EK^kYD3c=9vfD+%-nNB`KIZ@yp&;{-_blrO|gbJRBIP
zukrs_dkf&YnFLWcW@d_+8RBF6n3<WG*)cOSW6bQB8DeH;ikaDtnHghx&dkp2Kf81H
z-uLb+RaZ+bsasM@s&n-9*WFA&3<)s|OsOlaFV>d}n@~9-?!pQk<>ghbb!OoVx#bdw
zxqc=hyzLN28UiO#<9UOq*pDHWYP~=C;%}R(nRb!bL@t!8<{(2As&}_@CqGsdYQqU1
z@eGm2jl6@eKMv(Xux`b^IrrU}fnFvhEnYLzJ{%=iTZx}R7yQc;*a!<tDvK~<I78<=
za$ZThK%)V&tp_|t%#&SuTiWmum~kK?;E?}lGY%-vq|OUMG90ukLnIiPHW_e~mRvZD
z_H?e*>d}{FRt*!-+SN4~mRELb^)75*`T4r2#B?}8I&Jrj3>cJb^F{(5X4^6mmKX8u
zl<*sSb<EQ#Z#c?pgYwk0sGaM=(X?ZA+yqTFaj>sjt4CEkYd}e9m#VMQ{mXW=e9_m!
zF1BkC%f?{#0qAC-nC=TmejrJR*laHI-03`|rf<!cRVuKUt2E#7pgS8Xv*wU44|&(Z
zgGML1YXS#o*!d$C2O)O*qQ><pVq9DCrJaLkdv-KJk8cI0#T3c}<kHd-E2_f7F2W0m
zC;KP<ImFG(!P!}m<7C-74E{N3#7GMRGJcu|3#f5Z!2#gnU?MDRM-8zW3VOPp`?ZeP
z8YR>-UkeVmdKJDP1w2q87Mb(n8pqF;#7GOi3Trs8kC<YMx4L?yFlPA!ct_XGMwxdx
zh=tFCH`Y+F>D=$oOTr7zmpF?!InI&nYb)}DgR>cd)&72{Gu#}_fKLPumr^m^-S(d8
z+J}0(=$XUD3kSBZ?50hO+}s8b4zYPM%+O$v#yj0$HaVRM;?+RWIz8GiL~>oMouDnb
z`vtiLdE#Mf`xZwkS4LHEY1aw9oOhm2i}Q;(oF+S&)92?ktFKt1+!p;BCzLM)mGSh9
zz2Q0b=ZF9yK{PIzHAbwpA>9sgn>Vo~GGiY2jH0M5IJvJD9)T3R4jpsWy;vK8B9j*&
z0L;Z5PX%3yoO8ZruQ$^aC$HzvsH8K@Ut7L2iRy)Q=Ev~~sBsj?t$p)n+HXs~_cYs!
zan?Ehra1Z;2e(N<x7T6yVThssRN-7Ins@9mJKXm4fVHiv9(ymZ<fU!P6Ss1GP>Y}^
zyZCAH`lu{#B|fqX`^~GQ^EJKtqOCEdS{k<V1Vm_J*d3ua7JqwF2QK*)|De+<J|%AG
zrC#A#ncAH2*ocouJyyxBSs6O(yJ>cPh0ser#8WoDnesABXkzX770-?wCzL3*Y}mcs
zBPF0$sSXD>Z9nhy#=MqAM^rLhBbNMdD0};0>}o8Sz1WjA4(uTS<K6b6UXSPQE#TfU
zvDdfOqBR_h)ht_XzTGI}y|Dgp0Bn%HA_6C`2y%;kyll$eQ2dgxvYdq`f);L-Rb_p!
z0Izg*$!VYrMVly}oeqS@PoX!j*DsGm6rLz2tfXSyPr(i(eH{S;Tmc<Q)I3oHb1^4O
zAXW#NT))Y$StM}hN7iCin%LOLSeoAaUGl2y)A_^t3}EY9OK7&+R#Ui0*=JK=Pl`-{
zB(K=;W`Kc20>h9{{{hj3T-RIm5EQ5Ll#mmbFTpW+EB}%ld!!qtyHV?`4EN<~KM6#m
zsG5K4{d$buDW>#~*)9jO3Jh+W?o+N?eb6q<Xvu2LSNa~yWs5<!--6@i6WKtKr;$;s
zN<qp5Ve9*d2jf^6)TluEM?(h2Pq^wOtb&g0UijfWI_<N|vA1q2y0+LAv02baoclvW
z6X+<1a(Jv(uIt4$rIovt5#uCR5UzWL)sm)G@?d)Y^y#3pv0xGWgToNkq9=Yr*?oCX
zO))7fcFI6R=4J%W-;8FNI~UX5?fBqQt@4ci^Sp>sKTyIAYvvFW@R6m_>m@V|cm((+
zOF4Cubf_nY>cHy2uD!J4QW95^mLOYxAV2YUsUb|K@8#b<Z@^19Na#4AfhBmtRn0k?
zU`1Nsm~_!~?0Liwto6HM>b1<0w2@cAGnoE-S=`kCoD+mY1+d@INSN9vn3Ct4!!~HO
z*z5>SL~G|Rip*T--9pi`=%5=C;KXHN4=F6e@ObGwAO`z9Q86f7g^@A1=>%W}VvfI4
z(m@tK*!FC@c)y%S;&~rAQ3^C=hh5WD8^|M11OrwgdV4;5gJgj{+{o!}m868@za+T`
zRHbKglJr+n&aWxI^>;^I)$W^CJ{8v*q|$*2T$08>HX0;}z@$&Gw~-TEZqHT53yGL$
zG{83_Oo}9z;%Ra$er~Z{&C0?USG+f0k6nXUZLKjNww;tBr$TBJFmJM%5wrBc+4mI>
z;f~h~qMcrXQ0U4$0m=)J;++YK5yMKhPIpO^J?LYd9{Z85=b}wtXCqBlJr-XI1dx2!
zr&tj_R{|&K{>+s9irESBjC7%|pmnyfzK8c}OmeN(!nJ;LhD|0$mmbPm=peec|IJdp
zX`$!Rbxd4O!3IJMK_6+wQ=qV$fWJ$0sk|ZCt6o)z>o(uz+rkQJsXSkaFggx5{h}tV
zkK^qu_79-$UC+R$;7@{cg3$i#6?qu}XRaZHyr@6VoyqRAOWEE0L28OXwAp<+lEPN*
z^k~`Ftgd~KgmVP8)lf5c3v+^CL1jn)hDbvqL!yHrxHP}wFeK6ppS)h5>3uBN%C_}(
zRF*Ozl=erS1R8wu7vd0S({bSA-adDUiyKm3P##KgRgk6(w1g!YYl|sQGSGdR`ZCbw
zl!`R?Flh{;Oz7hY9Tp|f2Y;P-=3WkWGoaoJQ4;!<yvCH90r&M;UV%@wQ8}Y8jJ=*;
z+I+^3CE@0QZ)^Vu-wz9{9!dQ(e^MACL`Nc}gpie~N1D)C{O`gL<N#e{_Rz?<h=QAM
zOqhf~GbP2QCMXx1LpI@DM$xhNuiyGo)2Bu@5786(4!ZC$dbzkAbN5nH-=hR$38ls8
z*!vVyA!fIrE_)J2=ynImxg_;vp?FDz;7(D#!Ew(LkTK#)w{|0&Iw~VqTKYgGO7r8Q
z@|m=SNz-s=XpX`2aJ&A9rd7hw?x3`c=xp2r)gstZeFW~*vtH%!6}u!D?<E=Qn(DGX
zYoxY#;GRW|v7`6BW@oH${6d|y3QhQVGoV2-RqhtW;hP4}YWN-%ORE`P5GIuS6)NP&
zOh0LOf0u%M&mpEaEBKpmgaS}qaw^4T$!Nz3algpL!20`;pFLD(KM}KMMJSz^^$=jL
zu{RFt9Zl%$({dFZ5(5jDNy34<HZcLk1NwzcIKk>Viih*Z!?VmaxzYJ7?ZRASqebnx
zyh*wlb!8{Da`Cftom``(P-A}VtA%51lGO-}E%QP^K{A=sjar)^`tK%S^$zxWC}r93
zwX6snSh6?ij;$&iQEdn_?dD62sYYg*!L9BOk~es%#jJs|`IIiBJ_$3(@#<Q(^v!*k
z1hAI4t?M5)OeuG~m;_nDW?&klAV`Q+m+-rxq0)R{2=B104~Ow7{(KU5zntErh}}y3
z3BFwt+fc95p}^uafnn|k=tG05`xF&Us0T^wsEsk}`4GPKUJsJc@LDgq=LO%^JrW)<
z9<urgN4YVh#vLAkZ_&GI3@t?}4KKZg`Dc=fGLq@=3w{>mf*?1ywchhut@_;JzVhtW
z{srg;vjdLrC7ZeEu?=E+Z^Y0-E9=V>G+5|Xtr2*p8H;(yA#gBkZJ2zn5i)*$66K9|
z;|6GteM@2yo6N7+ZG`!WpfvoLyd*G?Lmwr96@NM2zgg&eeCz1tAKPW<*Vv7F8A{pD
z?Lb@`b{Prx4Te!UzGe?#f&#?UC(e}Wbv>j$e*tV`UBjf7oM+MSsrav6J8h-W(@Yi*
zD@&fe7^Cj8XCT4nD1tlqKpF`81h4gV<a-%;)sS9$h^Rb%d)i_E5*uX5O6I_#V1z#H
zXgB2~${{D?T*9okeqoZ(9aBSVa>B*m3RWz5mR1vz_F_5$e#OTH2eTHW;`fM$B%9$3
zC;@5l=~sPQg4D>kOk5DC#S|vQkNZmBY;o0ymhPhyJ4hQWb;o)+dO{+3l7n2*tqeW;
zbU{AUHW8C;qn$v7u(}&cA+j7s{WB;TnWJDGtV~3&5agZsH;yghB6(F~rwGM)`A#p`
zQty0!TJ7&O&HeE!Td-ztlHE9)(}<$s@0DC#AOD(Mp18B-4+*22(PBpWBdJy9nNB=l
zysdpldG~x=ZnFG7vF$(S+_(<%$G$TK=PROd2E6q-JwXATP3+e`-+(qIER)}8Q&f3Z
zCBv#Kl>4>5i1#$o1O)fyp~BM~mia-0`o{->*YGofSjJtFmQdA(fnL)Rp(0}lBxcL}
z2#WwIf6V{ECCd||>tbem$l3PZ&gE!!{;=UW!L#|m!L;D{*--Ix3{9Sm+KR0&TO!vm
zR5UNV$d@eW?8&H|ySM9H^Mw(@(a#7(5Au6`xsS+&;s&v&kP$Y5wks)xsn^IhcgHz9
zkG#u|(ohdm%^Se>+qhZF`@;SPi>RZvk~$SC5s1$(#}JOY)alGYiMyV|TSki!Ga<$c
zl}WHI-Oe1<OhZ}3>)Y^|JbHA^7HG#q!`+uP7(83o&$q?cJ#5EuI!vnE#yobfMkT#a
zrkO?LWEKmTxbb}!-qb9cBiJpL*t@q0%u5?>({m~kCwAi3YB%R799Ryk-$?F3Hk~Q5
zmG{dWl<TY4<p^47!yI6`-fuE0Ybak+3W-Ievoy=)Bf(GRgtq3P5WT<uwx{yyHz5@e
zwSaRPFv%O@0toyNhFeD=<RBRuny7v}#}Kjy{y5yB&UY;bqgs?({e_Q^e@5yV1LSs-
zesvh6C&O~hnO_1~gX%U4y7}}@(t%ZduFvIXHF@pJKJ8naM|YAzqRBVRm5k|2mmIN{
zMSwOge6DDv`9)H*%fN0BpRM`p1F{$Ur&*!nWg=y1eMs@Z#e&N>1f9UjWK6W)lx0hI
zoIC{z>z?m@ulm@Ufx^imm*<%itqYQ(Sdv8kn~fO$1}2n772c|Xee@=5^IYm{GlTWO
z6eLi!UC4_#SQ*Xa07QwTQ@DYvmIu83yQrv5rt>w;(cSX;BiJ~8|BG#d!R4(~N&%h`
z;Fr`O)!rO>&a&b!DUGbU#RRHP?#v|~sP9NUv$^(0PF5i#{?Te=l(a}IU$@F=iTPt{
zBrQhy{Eb}E*dr-}m9{$lWSlc42EJMTytQDWpa!`3x*IxMKczXgNH?5Hv(WP!eVv?Q
z0kn<243+VGMOt<#ug~=dG$!8iqSa(*n<ZbyjpyowU)9r@S8>t|i9W(E$hsy>s{_vG
zdf*z0Y06A7jK2EsoKh2EZ9*IjAav0*`ASgelTKUoK2~gX5ZeW6A^9UuXo=?_#T7Hr
z%M?lWA(HZ=ErpUT5UG<g()Xl*f+gR)5EKtv`M+X@H9%ivV5!?VNji~>MII(^4<?t-
z@ympz3W&lvT}$0a-rUvK6#U8y$0>!;7|fA`o4e`xS-7l+lP?*auY_L8B*NXec2Zj{
z$~Vev7|N10(gRHA8AU^LS6CUYZo;myv6KnBtOSzMFYw&J9o@$-6xn=_`^HXsK$)9{
zM1c4Wms^OWAiO>VxzY67Rr}`g@Z9U^i;s5M)IAzj*|IchIA&{(%GaZE@=L7hV7_m?
z9(KCFVF6KtF<$Gtmumemmzrm9drP)*T6*n+`vIM?0$a#G@m0H=Q&LRHh$(ZF#e&py
zxa=Z9x7pw-ASf60Vt=SzZshR5^A5hAhH`%qq?`}7MwJnl@YYq(C8qaUwrw^&%`M`r
z7)1SjRO>fB-r*psR5Fbf4jyXOgkySuSibqYS84&~0yv`E8$e-QR~fDw_>*Kv6Vp1}
z0L!~XWOxDXiMY5p(w}Wb#rKIWpOl~R3lAl|mWXc}$uh3AHyyq&$oF#B?As;@Au}0)
z(q4w-Z$d94Le8Un6^p3%>3|^gZD_2MTc@th!ZV7(FT?ZbjJ<iGUItYRH`T0xuq${i
zfV2^cAQg_uA1x76k^wa{D|`W7CV0Xz%?QOKiRmtT7_g789WkAo)9t^x(d;NHD-@K~
zoGa@ZR4X|JQZ~1f1}~_R<q<*NHuQkOa{WwAXtePz5qbARkG3hv*r;|U#%1H5z`j$%
zxklhqsQtET4upT%3c$yJaoR408>J{Kx?VMcq-e`d$*i0sQ;e@qCxDFTvH7&@kDwP@
z#ww;M)nns^ik{G`dQX%g*-C;&JQ-(JINP=x7blQ-;GZFf&Au0L{3!lnd=Qfy9UU^O
zS}enJJb+8?aO|ihP0}+;nt*Fs7_kIx;Dxf_@0X^$!4A@6MPtiRgRY`49A~R0TAI(8
zV8&9!Hmaqa)2sW5Ky2{WAhR@u$t-biq{%{IwA;~V0IYd)D6>;?>g{@}{B6&`uaGIi
z*fpOhKe_5M+!{oapMkSYrjm?uC96sJdalp>$sJ#Q1v~6z>}ky{JP8#!CDi^TbU1?`
z)Gy<X2OUyk->mUpQ#_Hil!v?)5Oe!t-}jTcoJlz`t8dF7jP@I!y*{}8sV{l#=W9F1
zv<XMz1z$3`Si;010~PneyzP@w=c+S^iD6mRS6SF%KZFBJb@IhY@SE%T);^8Aitl~P
zp@)fKug|DTXz@FVBcVUN&wk!~BOm;oCA*W)d-=)paoGpE23$w^Z2a*#m;Drwrc&l{
z_Y^#(|An8B06PSW^gGkNx6Lx>{i}g;G3h9+Y!-(GOpUxzRmW(?FK<M091;#<a*1R=
z#2k-y3%tG8$}M%s=Hw%x-7XBUE?UO!e$BW7NX`wCk>$lbRWgoCJu?5Xo%f8W6dN(e
zctEiihy>5)Owi_oEfVZu$lEd4@E?K{=X3R`%Dw~_M9;@7P4`JDQH%$-LK)}q+$meJ
zFYk_^PKkG4!R&F1%ivU<><us=sW!WbYLYcv$-jQI$V++-G+^WTI?j6S@zl5;@9jy_
zcv0Rq=XI|LMe62QdE}2`5rro6opV;0l54R)xb)~joNN#Q`CAvSpBQo=TQvE%HgZ5O
z>9wH)sl*z`xX2AaqnYTW8M&`lOp^u6O1}nLTc2SJ3JQlxIQI8#SUi2=PQ)bgFZL}M
z*71~1E}fqx$L<jY>&H|UEd{ntr+h2!FME{;^YqNSC_jRQHj{D@LN3I7JV5KBnNFzn
zm#=lw?)tNxBv+9(xroo8UL!$Lj(-N9^MbmNcZTv}b~1RqnH|cpDf~Kdgd;WUmwHdG
zX?mn5(R<`FKy16bu}*0EqD#Z(x$r{$vk;5k!X};ki<i$8w(73~C0gcUGl@_N)!l=i
zloTq@&r%=17qMgf#^Zzdiemhgslv)0J8S@Lmv^{7C)=0WJ3C!+@$}&P@f#2P&r&Z8
zs*B)HS~e>pmu)M#AH2@;8uv9Ed_@ReolLT`30Qg5S4eAVxKwx<TKYGI%HUVhHCDWp
z4^MS|5>ofV`OtY%dPM6yb`$1acvN(p@&$FC)Mc5xCtPy{0sUUZMlbO5#NNpuYH!B*
z!9NW@U&RDpyoi5V9tSZO9q03OKKkCckmfMUKVH%+u{<*}WvUD;!M@}2;cdIjIJt?|
zN#(0*FbP>(tE)(`ge~5c3Z+on+xuBuqzct6HQx(HOmIF*NS*8&jO4fW<Q;kl$m#10
zt@Z%TeA3EpNO+BzvgJ`lx+j#tkyjfe0^T6^pg}U#Z$GRIoU$cny4P46>5PN6kRPZY
zU<Qvzfr+Mpv5)E_beQvv7rjSk-0S$RWSRR)Qq;U&ra!KlZD+rjb5T^L4l^_n^)#68
z`w~nzYR9w?KHOaT$YDO&%c2u?f7%!AL;QCv8Nl>cnDz%{{x4v%qKTQamB9yg{X0u$
zXa7%>3}pH{#r!);{u`eAKzaX`CA0i1Oa9=|e~J|SZ!G!$nj(Jy$Umg{1GzG>5^(_k
zzffeBzh0UDMv=`vETj*!$i&{+!0P`7Cj$U~E#`mV$^Wc?f8t~y>;IM}|E+pID&wCx
znd5%~zRdptnt>m6_>b^`cK_?rzku66SLvgG|08hwr|f@%+yBwbVrKmpOskzZZn4Ub
z9{k`Dp+ONzq~Un5@j0lc2JJGBZ|)3icxDM>E<QFXc(c>dNe~ueiC2*MjW@bE;R5kl
zXmgz5oflyoFmb+icZP1;_dF-;8j(^tsaj~+X8P8w)tO<*W9q)*)xNp!#&df>Tuzhn
zE{<e-<K&98>cT!SMECyDQ2+RMq~~J;7jNs!BX6|tHt@cVcFlBW#ZA`twveD}Ve#<V
zWOX)IX0q++E%E+E>*|JARE^<*c9ca3*Vbsgzx4bIpgh9KTKg`!QU>$+zUx5MZuMyG
zrLwq!rly%{MsC!fgNTorkF+Xnaae1g{yN${wB2ljw2P^WqzgcqHkz>4b4|OC;V`02
z;%OQ~Hx?kxhQwAi7GX6OB5j6bCifADrMgjT!Rh`N5#|Ei4II-m$}Q=s*i=k4p#Wd6
z5BMwiJ=&C9j+vj?zYSV`T3c;!Zmy%U=$TX+u*va-`qcj#aVa?E?b0;=ZG%7ar^3_W
zwP+%ge-b`(0h|n-SlMwi5hgw$YTfkmmes#mY-4gV`ADwnp^wB^s7PA=5_k_#_}t>e
z)I8~Kvr$a_?b^YMjydY+?DwO4Z&csm41-r~7byIv{3R6gfBQcBm&P&w+ScNKrvm~%
z9;koS0nL@sG%zbA3nM-e^GD<XdX&LY5=9^cCZZysNlKRdh?oP0<B1F+=>l@<189kR
z8rS7f<n0Ymu(b7KF;T1&dGWODam0pPa81zhjje1<2(p+lT7Ac3IGi^;A3D??JU2TY
zJduWiKtGxWgdT<sFJb&#>x*;%N|c3Z|2QDAE~25^tUnkVv7eA_R-xO%8-Ujgq`?n%
zea|QVrDfS{_}qI{E=^6*eYHa`uyWV_+*<Ed_)wuy$1VMex7WXgTQWmYo<tjYeLb(?
zK3aW>Zhh`yZKK$!xmO53Hl{3^wsxJUaLny&<8KZav@A?v3V0{x(!=H+a*YnH>S|iF
zJxxsKHi>6a>yYis-z!rYeOV(*;-sZ!6DpNa`EUSDLn@*eG^<p9)2bXR!}mQQ<ughP
z>#M4!CP3d10SHl_!J_F=4SxQp0e&tTs3!OFskWm7^$drzBh(Jo>w&s703l7Krb5R<
zYbQ4hQxcSJ7IFIqPwGhxW%1>1nr_T0MWbz4D3O5%>y^mEGRxSfr?*GY67UsUzh$C!
z-a%NKtdq{is9~*a*+Mxld9Bf<al`f%30Ewmfi=TAxKW~!UXk($@(8IOw<E#F?7+fx
zEZQg;0J#r7d#*7(g5bLC#n+Hfg6z=t4P~c|x<t4MyZ+OC9HTHX`LSU)3-<ej)pyC%
zY6Fn%19aCwfW|OOLX@Y(mh>{S`jxcNae=GArvw4J=O+I*h>6d|%)=8%X{68CuKBut
z1GwEiPXlG1b<5*#(o!nP6g0RBDCy$}Sf04PX9i7CUHZ)kqJ$0%K;6fI&;nb#yYDC9
zK@f&+VF&t8e8_1O(D9+{p5~x}0UJ1Auvc7{^dL7;Akxut5uSM$ZLf$tzGrV!taR}?
zrbgn#8*n6`Wl_ZNB(Y0SKln3Dm@V2h_i1?*u=`fC+EWAurNVF^xCSl|w+1}9`AHz5
zt34oSbA<1GcH~!b3~A<1J8d`Mu}3dO6&S*P;eU_v4|XFw5a|vB#KH(>8FLhZ%02LP
z39x9`glK25%0hHOCQu8o`sx8c=|Xzbrazr~%2gB7j(0P+nW8@xpU?<^Dk=u(%6{o4
z{RKW94L+7R)RDc)m#a~T$WgbzS#`HhS{7O_=f=Z=x|ox_d??sUT(+Mu@&mm$&e#9;
zbI?pUp;THHZOTQplTLAwiE{xBuciRyAh6K+GU!A)NU2$+e;qyKpn_P3isf2FNU{-h
zK;%<!Q!l!_KN?71QN$ouK5AmnY1?-JL<vHEC`$o!zL3OI3Sq#yrx2R=B1wnVT;p4`
zYv$!RBW)=yBh4e8Y~Tfqx+xMJ1ZsYO@IE?hMiW$={-O{Ll>~&kW2b(wqo5sWv)wbA
zzDyn}*!-ewz;e0XW-r-tR{&I;&{l7Il={GOsquPC<MHbCs?3q){v-nby^^|at9ngJ
zcoPQQFOx%XL+TfJ=Gf2NM{(Zc(i_X6!IQf$oX?*r_#~TKb{WgrVsEErTRXYrjPnUH
zp^@OIN5hroNTMointckid`^sYJ$3``a;<n({J@QQL}IuvrbGt^$=~hGPp|qoiVnLo
z_$s31=0I$|^l+@O`LS_`&j<Ly=MXq3qS6;lb=aH4als%cV_s9d=0s294)RaCHFVxt
ztrqYon_njf)$Y=<3>XA-z=9L@;DjD925#X*!9sqM&pHH}vwN>iQ9-TVNW?{Al?3Li
z;q#>T6_GI4UMlNNZ|*W;QFK9cZG5i`5^W^rIOZ>Fck&c*r(R_g6hs*iLX&5?x2>+A
zN@TqfdBrK3m1_YLRVxzilE_x$^)410%oCqJ-O@J>T{9j&_ovkZP6DbS$n|?-xD6N4
zO)8WQZ^?MpSRR{^=#b{I%V?vIg-fiszdtFtto{i69T-C6@}5=J0fkQAa3I?-%9TEo
zuUasH1Tcx<8WD3&w<O^ogG!32koZbn{D?*JHBTdl2<1_pD8#OMHv@vM%6-yompSDn
zZL!Al6BR%BdDy39f;_0LV2Kz-VR~UzOAEBs84Vo{y>Y*>y<f~G=W>{R#+jgB?Yut8
zuBSDTq-%JSOLTQ^&e`u!V)HO^7OzSOAU(xA0Lp78o7T-OJ9GzJ(6c8al0^E82dEGI
z30sVde(*|RWXC5f_EHc?@HvaP+-(<jQIVN&^H{*w^IzJA<I+K3<>g0}PR}1QeAYd~
zwm9s1x_%>KKkShLmp+8rjaqyBH1IWIHgIdYd@+UvNCV#*Fkd=yrI9fA1Vawf*3fFW
zP7w%A)4Vq}o-k4~(2CI3Y2cc4O1D}gQ*WSTDiFa<e4@P=bN2c|>l(kPja=0NiF}<j
z=TLPdFo7MA+D8=z?rM=W9V7e;-Q)K_47l7e40xOxfA?)5Ty~~WiiM4`9wv6l=q?W+
zsZ?cnK%mxyG8Xv;+e?6I@3b2%Es&N+u`OnKW36q+i~~AbP4Cp8O_RZyCy__;TvM~W
zge5-|^7wq+i{V6~E8R}eo|D++-O&B(<9#hVrd1Ij3Ca@T?)rQoU|s=`?rw$G&=YRH
zb0PcwqjxH}C+!9<;x5Ecwbq$-$!=OdL5HdXvF_-34J4MCJpIx7%E9>QuCK;7i}2Lk
zY*Oc(cTn%vQcKcO<99DPBjwR^D66R2mw3;|gDTyzRyvJdsUe*ZLH;N^X!jM*$3yqv
z-91^x14Drz$ITwAJR8Eg{HNkGxjn|SowSb=()-;e0IfITL<oEZSm&K6ILdL3y#I7c
z5(PS28(eR5OpzDGN+CPww7|0aMG!?yMTCKoXle|Ml8urDP$f#BV!(d=9Dr;O4$;RQ
z;a6{H2a1lNP!rIoPB~{$)7V(G((vVEmwprGR?K(9`Fwfy>HgvDtb>AUHU&(HHvG4+
zyAKc!t*R>XUSnod=1rSF>|oKx%23ju_nbVj;%l7@C~kxqf*$#9!qYNpUca+`;1+Tb
zqZp^9^w=TXWwcw=D2*K{onTHs3D$2fmBh7!7##*Qi?JR^y$~Ak&8Z9$;hCeV8<div
zGduO$g!nfbq>wETiW-M22s=YjQOX-r)Vy9U^XIOitA1GO2QrhP>e+UWPp>oghni4}
z6&<-pX0}d6g+PZfc`o316gs6_3TMqO+R0(V`C6~Zn=pU>Oz<~?bzBpFHD75QgHXbh
z6c>j)0UTqvRDp2q9P9>+-Z2HU5p`ac1)Hw|v5~Lhk#BHgw{CSk{srLEZVUo2D%sD8
zx0!nZs3n*I<6V`}uXLl>eDhJV3zW9Os|E*KI{ZP39bgoQ++aXEM3gVmUgEVR)Z`Kb
zW@(Y0Ik+gabm^^x{q4!R2kS@9J{0t5<jW*4S&PRz$o?;%y+qoT9+~y2RbzBbx5b*$
zyB461V#2980#X;6ofRU{l5zI7+6fbdIJ~Lt`U9-GrMc~AL(To4b8DQcPrK5y>ESLx
zh6JAj2}GqWF-ip(L6lI-Y`yJV3hsgnacEB!&zO_30aw2YP>v#5v#{uwv~L_^74BU}
zszNW+%WmXaziTgU=|6=i6IBm%ALhqx%Lo^yHY}1ZCYUxI^i+CYO&;_qz-_Ze<Doz^
zcc&sj8udV=!twQK6JJQ1!L|h}@LIMEoM()Xk;J18ZHB|py*oA+Hp#Kx8gUgC$rV=H
zF`PljE!!B<J+=L+6S1)uK0Fv2I1iH#s%gvx>*BR>+gu+9vifKhnTSl^{&-L@{RS=s
zav?hs#XHKf2ErlkoF}a^!0TRO-qq{uz35`8?(uwblYwh8E<hXeyLzKM5jz(ztVn83
zBt1a${`d*q_RHoST>L$HiITbNM>`xwzdL1|r$Xh?5)I1;Bm~Y-&tp^_B!^IKL~nPy
z6qK>vBWH~-53f0=>p#9x0Xg*_+biGq31>R-&xnDwzqjVa7OQpV7EKX(3)d8tCB5&Q
z$gI`Ra8C!H^r!QDzZz#~zo75G2+#W*js+=6ypGr^i|RvBAoZNby<;r8Ogt#NsbthQ
zJUMlpTD(Dsh_s^Q&j$buLnOCZvz$yuq?x9JrR`f!_?m;;S~_?EipN;7)o*ZmGAcpR
zyCM+MaE1bWdeq>w-m`BaC{VgakF%wABq*ep{du}Hzr3onr=VDOw)AqDMKx9(4Yv#W
zP2D)`o|x2cj$NUxcg}C32x<v9rG%vuK*3UKHvndBxUd#*v@KBW5U5G#q1gS(F*H}C
zZ}ezLlVe9wqCIuU3Cp{@!46}iXFt)@a7*nbI!?Jp{ng#{1+1>>058htP*B^SWQCJ^
z4|<tsFbR2asF>k-aoR^1{UoAzSkjeLO9i5Cjwq8J%ArabcALvpy&34q?x67i+B47T
zKT-}E`YWW=vzqDL$?pm~m8P=an?JSE4|_=)xIqAp@hij2<L~^@*M<p4edD1rF^xGZ
zr=j9mHn6~6=!w6xT?B}-56OubQ)dYz_d|@3?kObGRB->`PVxbwuhEC`gp6=n`YMJB
z|9U=JWdK1F*gga|$m6KWv$6;fe*hWFxaujaie<o|L_q^@;7}hrCW)mY0gI~O<;R8Y
zpTE7+5g7Z54be5PJ@2_|t)NGFcDH@mFw|)*fl1zl(Vt{gKWkgzvFuoPU!z(y7)8Ry
z$wu*ILL96CRa7d<^*2OtElNZYT-60A0f&!vA?ILtqsf#?!8g`%)s`FxD`IF<ID^5j
zvBt?ZUp{)di2jzu(2OZQxwAR@)O|EiR6Oh5DGB{8zVs5v9=!k2nma`5i>q_(!Dyq6
z(><{$1AsbxpPQjdTc?a6*Rcal1}y!n*n-l}7fOAa5$ULLcq6u;%=7ocivhhmljTvx
zO6;IRJIT3UjLDUNWMfzj(NqJZRHw6<8nkal3U5l0@Epb?13>+U=^Sk&zbJSxQ>Y6e
zFw=lOaZtl_q++s?J-Vj=FG;+^2)3)|c{xuT<xQIdSVpvB?TX@o086oRjCHS}6wO#=
zo%()V6lBzi5ONkB-`VG(o3aRRPjiD)X8qouNWMPEa|(I4kgCI6e!;>uCXTIyxR^@X
zKem`+%+&Bw1o>H|X97xZ?;>dHh9wR8_ffQZ;e8O5+MuEr9)`KMa><Ne37ClW7VK}w
zl6)FVtz1!cu4HFeS#k%&7y&vAHe03j{-IBwYy&p79gvB*#-h+wb0fu$yUz51l*$?d
zw=ous1>3G)<pd2_+NR$#thJhRE_a>NI+tNEEsu=9@O!%jPk@K#iIZ))I>}ZBzE8pL
zLq~=c3s28w_+)hO$a^(Lw)u44D;$+Wy+}t!_&JMY(JhO@kAQBEjgNG7KC*EZD(i9!
z(Kdd;TOMVz(whi*#-j~C*usPt*H&cv4OK_XrNt1v_Hrho;V#QczlfOrZJ9mFjRrx`
zj)f0y<S=vJ;exzz&+Ym?aV-%K0!w`K?s^$Qrlk6u-?H#l;}XL4!moK8g-NATH-<VA
z`RF~M<d!!Vb9OhzAo^23qnxc>klbwc>d6dp#ji;z&J`SnrlE!4VBtaVJ^NgQD{H3d
z^cpR6(g4G^3S_)P%$=q6r|-ff>V6~WkI@X|8H1|WN=&rYYGouU0-pCM7a?JHUEDE{
z3Sd(O53ow2frGv2d3-_A$NbkDIPe1(yg0+u;1JG<fp2mSX&;RTL=4u%Hv`pWfRmws
zs)Q01F@Y2G;zq*(drdAx6GwlNQN<ECc{Jo&<mn(5D}i2A9C)r^Du_5DbWl-R64)O~
zPx(fcp^Eh?Lq8gn&fGoHR&I_rT{l`rI5r>FH#G*`^pkv%jOCGzCu2NYW}~B6gyK5o
zL*GAVOOmg{g_ejR1gcFsWCArxJ*+}xvBhwL^WmmslA4m8*+wYQCT(CN<%7v-e#0tt
z;I>o`M^y`(0LEXG@0dmQXPzXo#WH$HhYL<ky0Ym&_>PQ>n+uWsj@^HDVIe9q=3i~^
z2~?JI(gKUs)r{o_<C9bBcZx<eN7u$325&3_T!p>{{myp_mVb$ai5PqDY6fs?Q~7iU
zDW8MH9nwk%xf!G{K9OMZa70o~D>_mH8ZZPA{iN@Pm^YiXuH`SKBylM)aP8#^?|<mf
zvDiH&{Gr$PT|zcqw(+aI2%4g3kopOw_oJa`rM}MX7jPytA_{veqyqUuCtV#gU8K;Y
zxNM@`$)(Z(g;iw$wICFMs!lPq)WHQ)C9|~_j}B2Foe$|xY3>p}HqL&81qxrB&l08~
zB|sHmDBz3k#u3yym2XP5cjbVT{ze_q@#FbrIud)HKz@im|6`O*ClB{Fj!XVhzMZnt
ziwo;8GA{nlGrl=qFW1{6TY7}x<ekGstA0OoeHggNf+2V67U*Hcr5jo3f!v2zheewv
zRR>A~6z4H327sgV>O$sKZs{mVI(CEeitMuNQ=Gd~59QNIjMaw3Zxht(+#_mjHxm31
zlW)yE(O6l=t1KywLzgvXKOTm*FrFIl%?xF!QirG!T3bb1eyS|4FPe{8DmuN1aMYpV
zt#Xhcth90)GCsv?jzoE~G=$K(C#$BkQx;8^s)~or2Qga=LKQ$!3_nx{q!|tx0DJ?-
zHH3nvIin&09$&(9={zHuJ_u9?4BKkkD9s6mGrz)sSWF_`9`Da`%Tij$Bp{WX0ONHF
zvb62gkLp-dCXMz->dC``j_T_H_zXrxu%enQy-`Aggs^1I(oGDEp)=-2m$_BV(exzU
z5|k+P$QN@7dPS2Q<V`&3cKfH%@QVp*#>~5Y1aw9x6W_hy;~HC#;O0*7<XDb?{6d0_
zQDe92>jM4vJ(lJm7Pkytftff0CQ_seW&(a>hVxNZEbVFjbZJmYaI3@%&RqzfdqT?#
z=JT7!SHH{GlUp*Yp4al4u9Y(!G3_wU#v#md{gv-zL7>r)b@JZW<IS7o5-a#2&3)6u
zjg7VulbCu;g0)d&d0-M{tg>ikkDqV)Sd}>$>6-Gw$o;7j9CQ*8%baG`Ut|V%2Do}s
zQinkl1q2v*nC91xtekzq=X45d%{U&KY!d~LS7N8+5l3Rh;_jTB!tS>eWMnCHEzB94
zcC!>-i4wr|357%5s^kchz1Z<JENDi)RMU+~D3#CD&bK-lH5LZ8Q=CwBEjXAT9v=>0
zsPzzTgm#%2W8e$VGyp!pFs!e&foG5T&z8X02pnxqP{Zm#^~4ceZ>HC$PrIl95eLbm
zx60`IP7oHu>WX_rApHP>jC7Cgie@_{xlYpe=Gck>U5R17{(EjUr<1tJA7-Zan`>f|
zj^5<u#CusKX>zwm!NjUv>DzrrzdaNCcikE*ll!@dx_>!Km(!a2glAS%%a!AU-FviE
z*=ft5;#G^XPgLIS2+@kGLlAh<tkCpF6cx~$9z-r1rgFfkc6eAd23=%LZW_F!>3_0C
zm!tT%Uxfcf*!xeyr7W+YCM)$9T~hEvm6UM$2jBv*{6&`hr}X$YSrYK)8}mO27sm&M
z`IGCvw<S6L|07)V0Knff`wvr+iSZw%B-6)`@f_@I|HM##4(C6W!vD#X{G;Xlg~<F<
zxMTVtI<_h{=70LjBl?@*_i?`ewDta*9{FF~Orj6T?{8P=KXKOo`fC46k9{9~^Ziqn
z{NsuK6)XLNVFB3xFsHvy?5uyx)ep50!1A}i0{p`>nLY+PVrF9ckN883Wcd&d{|~}H
za{YVE`ccn7_78!PotcRBZ=xgH2MYrbv3{tIf5b^9wm-)K{1}4mLy9G0XZl$4k;=vh
zB>E$5eysV}5BMQA0-4x|Sb;zy){lMJKV-;{l#kK;fWSW*<9|*-;D;vpaojA-ANzmA
zz>nHxX8KSpfgeY~%KULIf9eYOF<#G~Ira~c^-t=bl7Os#B+HL8{>YW(qpq0$h?jqI
z_<(<G%*;eAA090W2OAN~2M+z%`(r%l|MTgilmGwN8pz0~^M{W7L$YQ1lgVFho&TYm
z#SfqOuUO>+=0)fIfqC2_^le!9iLK666#e}R=lugO#^2pP1<ep+`x7yEJ(u<!-I59A
z`9M2Q4oO6Kxh@g5x;Q*N)KtaTI~+7x4!WIO7~!u|>#i_pVOE--9PL=WRaVW%?wMa*
z*=KCuO=Uh;(CNI9>a@%3^zm3{yrE~;y{s<v*PJn&A1$6go?h>Ge}3z?Jf&!|%lKxw
z&4KV+5karq(&?%FbZ@HQ<m}c>!t!nX>INXJHg+I2I_HgME2J`1bIbss#X4GQzUINt
zpmQ1bU34BWDRz8q!>Oz79*-3HErB--(oRy<ZF!B;PI}Spc}?&l>I2r5kidV$v1!z)
z7oV~fpzX)A92iWe|J&`+jhuFA7_z81w7B>q_>y-~VD7^@1h)ie8&ndhrP2;#{B@Ch
zIG)}e&a`r@<y3MishU<mt+x_f2c`|x31dlxU(G)YB<sHg8xWgOGd1ouha$tG{~E5B
zF(xZdwWnK{qz>rra}EWT1M{FvkRk{Yd8j<(|B+yX6haU+0cn<B*Ry<RWyi{i`~BO0
zTRZ^PMhu|7SMgv^SQ1|xAl%hBRyWMxc6*<%{^pG~|2a_=?p|e>(x~&|l>q;`HAC}v
zkeBTN|Lfnqwm%-<zuaH{??B!k#r&^#oR>0;JeoP?IfWA?EV%S+M0myo;|?@I7&Jp(
zfL|DqIC!Fw@`Rs1(PxGj5e{W}1~q)7SmJ0u5?FPr=+WFrw`ycYqOIZRk7qpjguSh@
zikZ*GdZ={0?8nN=@$usObNS|7#{&-@Gi$FMUeg--@%hoOx^CYlO>7KWHOep763lB_
zb*SGPm?l_(h6kxL!-PpMoR8&vAi?`nEJntNubM&FzaCpWCU?;%n0!3b$9gt4d~yXi
zM|r)!uNfueW7OuXmzqZuD5p(Ery4s;)^gIwpjc8ms+Ai1L)Iy4<dCT3PB3cQ)WX#!
zjI<EC6pSpeb8;{^Ik;3m(*x3&R4~bvXt$HTvo(;YCKp9VsE~=2qM3}?*S@2fU#;Y9
zty9CM)zPV<gc`6v=#z!OL@_cmTOo#MBrJLHHqL!^>|sQ5q!ag}2GF7PwX-`h`btN4
z^gcB+SN6l%A-o|IGS>n$ZJpM{CvWyua3)#qnF)wq!iD;?C0uKxye9Sfkq%t1C?UGg
zf}m$0s*2rZ%QNmLj}&IPisaIlGWt`MQ*kmx({-89(o4rQgQbF=gPX?5_fhse$Kyo&
z2B;%rnA^<~C*5eT(M`g2m2~H@Ev9Dr9g-TWle}jm9Iqo)b#nn)IVo}&vGM_&=DV;%
zFsWp5@awrfInww$a&fD?nLQZxoFk31A!tlr1(j)nM!;ORnR51JRk%vd!+v}8$gCP5
zD+{rHpIV&>y9hTWb{xvU4F$mkXMSw|(rLz#P?u)Iai>yY#KNS3l{N2Wxy>1?86r7>
z_!u^Q%KOSBC@XvR-W-*)Qnzfiu<!d6eqwLnAjr=5>wPb@$|Q(N?jk+hwMUeI{YdAi
z9*B}%zWWfZF~8|`nS0g3A7(Y}<W0M=IvL2>!Db!EXgnrknx*byb9A>i!@%@gW+9Sr
zp!$L5u>%V2s0*RHC0i}HXx0`4%IGqb`zrMI>Ja6~<9a24Ir`qPei7$MgH&mPzk>)Y
zCWtW$QYQbzmIqX~uS6zVrFDokO>%;qC}7Q|ogn(!MhL27GQ|&Ux6}qv(U~=@f>{`c
zF_$E?_NaWm0Rg_SRIW;K@Ju=)K`{>Iz-2)qn5n~)qBC4(D>FKG+1-QumyE3UlY#_v
zU4vBzrtKTZvCmcyvk=%CvVUzXtOm=fAN6B<AX@e7L30-=9EB_X>uIVtRr+2aO|0E~
z=RwETCC@2n0Ez|E?Tj>@YBwUm;}{-skM<Yxc5&k!pI#_8d|?1J-CWHc=l8-vx6|)w
zW=`N`3>5Ek(%pvD;3!xUG(N2+;Av15QYtnH7NF2FXXD4RBl^z6n9FNl;-J!p##~2W
z_L&xXMr^{S!?&Iu_wA2$-03sjE17p{z<I%T)buyX-Rk%0l*WoFpn%>nq62~c>(EH>
zYlYFts*fn?k()^k;so<$z2El-tn^XE5r6(9yR#{gI;v%uL%7<VPG@S!CAvKKr<}Y>
zup&dEFx3UIHT=%KF2o+&S3zGBB+MsAKaNPU#Z)T10sb2ladyD#(*Fz#hlXLEWt@Th
zCb8wpeUvKE*kt(01L>ucFchZprNe{zn@y~gJf(uRj)pcVNL>g~6*&We3$fPEpEIeM
zy!`|+LzN6dB6-=}xuka+MVkAokC!_m@u%N=`<A6~=_rYkc3Yv4T6-iy*`m5(CL9Ac
zLMCWdoXO}nc@|~%aOv#sHT?^|`hQO2QwPN)@`OXJ_QK`nRy)uBTp3G1k>T&b3^L0S
zFmsb6vWJ=oRFSF*KY8q|eY6_EE;=+m8sYPyZ}u$g=#-i91`ax3L26Ngv7g2w+M3R~
z5$#)yXbSPuYAE~B$up++bdaEPKV!h42RUXU>}-c*p6>D=8fLT!9}Hb*`yZ$;>6J)W
ze5wx#C&l_vzi}-i?1|@C;Fm+8R>JLV-R}ZsDF6+A`Rw1?we!{rX%3T}{<+Myi;b=b
zQn#|BNnTQBMea4wMXBC3iq~c~%Opez$H;4-5`@@B(PE2wRr(<tF7gs?xt2Fj<NZfj
zuFOmIolT5#Dl;?#&s5n!sA%pbM-^%40v?B+S8l<BrH=KGb&vc5Z7S5y{%*J@m^9K6
zvoKLrS?dYHmGjK5c`|z91T_&zpTe*xq{$@@q6VU!%PbO*-MWVQ^Ii%hXMav#B&BLT
zz6bp*BEzBNf^pQ%Ag%Q(Pu*z7Z1xFJKj>_5G+pwcn~?WQ?mnY({{!SPnnTg(KDC*0
z4$$&#j(c6xAfjJ`3d>-xLT<3D!$t=I@s$FShKcn%tl9M8KEGHu*`GiXg{_fZ5d~?h
zGCOpqS=v(R!Z~nsTRU)q)nSGZ?*uil3Le7Le`4ht&9$}W-}baFyvUBk$c<*4GqN$T
zZJeQDeG6)|E<yf$$gI7*2&Cz(X%kQ({}G8qt3?Zg$d`&We*5!iW>$qfg$#^-r1Pg*
zD82s6h__GuLO03TeG;@5p0!qgL20BUQ}bN#@~f4UuV7J$$@gQUhxP*30f@aI$*GsE
zCjEP<*^|m=X{ol#{hHmLGjHD#!;(Q9dV#yl<&LL}c~snD;U~?(2_SkJv1F9$JA%O$
z=WX@NsY)p_D&k!Yn}_{<8;q_FwfEs*-^(*<&bvp=Gxg231YFZq@HS~aHPUt!EN5Tx
zJh31N5_cl*=ppNrSUJu||C`m<onTBlsb2}VCavH#lc*9(&>|%hJ{uV2B1UsVCLwn9
zm$_A7aYc%Tj#%c9Y_XWDYukz&kANT^Cb-14!@TFUY4)YF*D)?T4XRta7)VE@rPt)m
zt593GQmcPi1IJZHp92km*rgznZy_T}9tIMDMq<UbQ9VG5i^#*lQ4PcPd=imI4pX_R
zonKL%ocgkUj&*uo=X-y^&3rKCzInlO(5{CAQcBhZnXP#6Y53OPf6d|-`!Y->c>knV
zGC!+-lph`w79Th1(^ew;CxfP6bNY<?`^0xanL*hQR6#GJS$@F<U#^MJL%q=Mjfx61
zk!5wfqSGwe-mLei*1gFYijs3hN1yGRc89-5j+q-*_u7^t+@v5pPg&hYyGi*wmnZa>
zI#Zoud)rpCcY#Ds;!l2M#x90^X{mNuk!B1u_#Wi0F6hNIfDFeZ%lM3f^+KfVw=eAV
z%S`Gy)Fd;?IL|sfC}8kWisf^uZO;nLKG#AhBjwY>rfG$#t$y{xi0#(y625u}Mc5Eo
zt?7XPk2Xb=gcG{S2nk6qsUQ|v@p=Hjdw0Yr@D$E_mx~>BBi0NO#wjaE;}q^y%PkG2
z?hS8%x7{|8%R3P^gB8odK5p1gxU&@kT!nBOZ~OD!s8YN+J<NJ|rl)%DAy_=D5bNh@
z9ft_u@CCJd(gRY(yL8(rLNV)Q$#2YC+(yZ*iHWksxfs>W!J8*q^V4fLC<2T|H8cK8
zgNvH%vHYbTtRZ93`BU6c2=-py$Fv+!*do~nlg&|atUc@T)p8~%w9MQ?UKmjA8IKu)
zS3&s}07du&b#!TI9%*Lis!&KAwI!M6t17uyn9^;X_3L*_B=u(~?RKvp;HKH&>|6lM
zleHR=G*Z#QhiR{BABU#KlOkiMdK7R*EqJL4fgs)lDpojs4IqhH`eW`xBPXM-ZW|)U
zwD|5l*vqdY5x1tM6!Z2uRhNW)B!fGQjS!19R2MX6s2SM8pxOeKJ8m9sZHK1|X(jL1
z9|rbX(n9h{1rx4XorxO_l++t3)9kQJHxp(hhjF+9*_A8Ck;8URR~2?4@6g5VD`3ms
zcnilpQ8`>&GyvgyolC&DVJ)liswu%Q^O48v-K_rNkyjM@^QWUBk%WVDujh`(h<4&;
z?Y!&Fw60(mXW57cQ^?D;VXjDD<~0K2x`_=NfRV_x3iD2np6P7|X0mx{+;>g^k!H?o
z7aSy2S(%<w`xw?63RA~E|6@dZF{z>E0-g>9Rn(#U^zzH^pGS~fX_IFT<py!5v`;MC
z8VIDj<O;LPmke(@WhNLz4qnJ#q};SRKJVVv!ZOeeA^Y{yfU$M#JB1FDvVu1oj-1KE
zS9cAw3+>ou^eHyQio>cxhJ>NyJA*TP?!p6$fgFKugQs=Mx1sh|4Oy{eE~MAVsK>xg
z(!dyFw3NQoBlPT#9%0|H;=q!H1F063mOwA5yR1uU8FZuXj<=RH7oTdbX(VBG5Uh#`
zZ_;7uDY7FLS%SpcvUDM?2@odC%OP5X-b|f>C^dG_P;?)Yp$-aLh$otpxF^Es@hxdS
zBOK5yy^EL^JcTaITU-9tJ9lqo{npPGOP;4(45lONHZ@FGWy)2*QNQk^m|y9+JcvhG
zx<$5V9D{6+tqe<rff}S$QIn6qYkdYEHmld;#aKWKtCYwA?<+a|^O^;jY)3mS2!|ev
zH_HW$ZUF<88ikq|WgEx?l2CnsU=_T#^1A6wwC=)x9R5uN=@x~eRUahwAS49R+&Qgo
zCr@Sx6W8a>WEq3v%uCeXlsCp#IoF^C2R=tt%6#jtfapBdwgR_fqwS6%_MzI5u@^VD
zlAE_PjH7ta^Otai>p3q@n*gt7FkP}!hQEQWl);3%cajGa-LqY$C{VNP!zxhm$Wz}|
zp7TG|$5~x*|4Lu0z0rDATJ)S(Bq8VjQl8Y$m}Y<1f2TxWwd{gYI|l(%V%i_R^7V{=
zb+naB;1c=`x_u?WO$4Ox%b<^?3{vW?gR&g4OX5!l0vJTX+bEYj9q$R<WabDa6Gu}R
zq|+pQFA%Dl!G=EcAA>0naJRqmP6+$jH!6GMIVD)QQPdf}3G_OR*x4@*^R$-I%s|N<
zVyKszT0GWg-vFf@{lDOujEAv#%!Z5UnNkBhii*T!urNM8&ZY?h<9>v_Xc3+5VdHwl
zKJ`+1W%Tks#fnP~dWS%*d*G`s811e?Mb2MV@kUGj<O#O|uRV??)w#Xf_&#VUeX@7$
zzpW;8imH%%aqne@!?8{O48tU6_O@bpHQ8ASmo94Mg1CzO)h8@)k#oi5BCQu0GON2P
zKn1X1X=P6P^n(?0zbM8i;ekL$3nM#q=+d|QGwVcHunx-zL}fL0Jj@n)%=%I8subvb
zFg0n?^q7rupqd=l9E!%0cw%_A)c?cVn*c)fz5nBFT5M@S)`S*K%sytQm>Gk?3}eR3
zpweK5S(q_q%nV8^QY4W=3q`w>qLO53m!(1yO44F0i4ytUq4)b;@6Y@5`Fy|s-~a!g
zy6(N_Jm-1NIrrS>-g{o>c^+`jrM6ckl?G~WmkoC4;0G^+evN#+>&bn#-L|O*X5ScJ
zfZPUO%X;&5`(BCo#@I$=i`gj)ORrqG*FfQ{xv_Dxa*3Kc1o}&ZH0#(hJKpoIm<q3r
z_a3M$vsrr4&G>7suF(S7sC+eEWpUd4r@5V@6_@9acm`~is!+YDbs5&E+m5>`?vA_v
z@LX+ZkYhrd$%T=ZcIV9URr4*e-4ZuH-eSJx&fPEPM(xTq*J;0V)vUh$BJ^t7^5(;l
z(H-M2Gb1WrjYKVA%<gwD8Pm134T^QySsjlwR2iSM=kWGsw<VibU57s>$&L;U960%a
znganw-3o>F<2jHO#_!6A#kwlj?-k5T<gC5BdN1pULHxOaJsF;#UiV6C=67EX*?c5Z
z(P}Z3aXvV%cdG9Y)Fp*iv&oIQ|Ni#{t$X_p<h;#kclR9sP8ezHRLwL=+Hx&u`ONF@
z3<y6$VQhzltme<(iH-BU*@qgIb}&2}$iAm9ly08k@dZ;m8wBIVq?B}o)WoSGzvpLA
z&+eSLDydtrZOZv?)(u_;Pw3jQy$?zy3CQe-w)zw6CCl6vSRdSCr+#OS729Dbo4hp*
zrbhE!RgkB0IXCxwfmpAX4U#~b4tP2TaVrgVb}Z>JNYJilL$NQilB)I!Y80X2&V#+9
zx7$B=ZR)#Lt2i2dWL9|CvbJ5APpdu(uFW->8~UB!e)Ova@hnZw|M+J5LAmxxAt>2z
z6ua%}%ZD?D38S`GJ>pz+o;?*-7nJFSs?y8u<W^8<D%dB3+<OR1946UV?D3;FA=BM;
zctrxpyx^!opKTTB#FeM3ko{4iiP?3#1w~r1&YgZYjTcysw8>|wU4mR8WZSgOZPPwE
zO~w16{ZyB4eM?k=%2{R=@EAT(a-$_w<~(v>&T~%Q`J9~X{VokeW3wb@#wk$MbSw6O
zHI}!d!uE8e-_p*|+1~WVw=UcLU5N2`@bj9I;n%rQ@P@Z-sxF<=efpj6ToZ{_8VaDp
zyElb9xbM$7i5u+6&w26q*yuJNSnm5KIveoqs<~q2_ZL0~`w`A*=sUZn?{8@)u)<NF
zB4LlLQrKTtu)K=+2)$hVrT$r?>y!3(<g4Vg1{N4NtgJlEib-#um+Y|r?R~STfEiu;
zHdL8?J)3v?%!#(gwHIca3N)Q_4WCr$Y}(A)6<lV8c!TK*pJ`6?{WM>pHEVX}nbHlJ
zTdk{j7arB_tx4SVihLg4XOh1^sj#|g*P%t*;KLCw+Q#fwl=yncjO`ir*Eb%!aV!8r
zJS3m7>Tnn7_=9zG5A+4!(z#ee&tWC(oo4j#-Sd^f!#q=l)-~1hl;BdV=^PuCy<26~
zMwm4<-R2<Mxwe5F@T*|&!YKmdIW->&@8Dy3$ETS)9p!!>-G6~M^)qt5@OHKto0PT;
zx%$rF3L`<u<2|Db%M3c*y4OTLJ@0;jqlcAfu8s2)snI*g9o7SL2d@S_>jgY?GMbNb
z^uP0#LE}bLVpaFYJBkBMk1Q|z6l=CPBh#RJN=XCX7&7zW;wgx>6RxYX-`==ubIots
zhkic$a&BcKr+J-UKJAqL+EWaD>47IIPm@1i5^^F~n+Hz5FWZ+&%8p1$w%?>7G-$Iv
zv){@@pq6Qsn!O>R{pma>*=s{1(CZJVi{{M+%M0Ev(o<L0Od=iIyKlGn(fqG{l?d$q
zp@_8W`L7BD@X@5qm;KH?kHZhtU09cT_rZ>vx!}H8;ND`&1N_pj`#!8TzH~$@GCikT
zH`~Im_K+*;jrqXN=hK?uSE9hMr}w_5#Z-W9JnZ`7x=-7<z0;+0XyYNZ5E<!uBSQUt
zC|k6wFfWV*!6!Za!nUjo*qwFt*_=10!k=BE^z73ux;{>7Srj$+_Ac|uenIv}yQwp$
z6g<B9<sauaf3y4f3zqs9FP?uvQs`e0DJ1+Surz^4O-z>lJ4EXLJDaP&BT`Vn&Euri
z6$C&<Fi80S14K%RocsbS{4*jo0Y3b%5Geqi`5Pkj&mH}5(I^C9@b=GWlyaha@}KpD
z6HEYO0T3$Xrc8wasE^XFYGM!Aq9HJ_|Is#C@(<1cnu7vR9jFoy0+1vGfaWOC9smhK
z!6qDU0yqy`>1Y#*1RQe$xDODi9R-I0h!jw2!m0}i&>;YP3IU*2D4;ix@JZwhIf2#v
zB?piMj3y+2C?bFo6MF!uf+?{q7{DJ6v<yI{U;w6t0Ni;hkI{fTP-Xfb<&<a~8bG6f
z8YwNulx+s;Yz@=`0bp<w8&Jz%CI0tgC<egyfOY}f?<kbAlYbd5{{e*p?w(&Ufpt$?
z0TfD0<z>{79B`1;vf1m`=k9_Ysy|${d+h%8?^84{7n+0S2Ld=$Z{-p*?**NRy1}5W
zX~N->O)ctH<Mn=L@P;o=bGz4W059I8-Rc`He12}l`c_&cLci?n=ZnDW`8QFC=BFD%
z_jEyN#J5_>fX$%w@W*w2Z5;szV*0zES@)JieJx$H`uga{dTGpSOwo4VtB>w9d`b-+
z{PJv*?UCaT?{eM0+Z-0gwoo&|%Q~9Q@6I>8s{(DvO={|6-v06I=3POl^U*}#vb@@5
zyF<p>zp?Lgg(pAMUaW1rjaq+$d5YY^+n)q1K)Xc4{t(-h-TwMz?VT%c{0&d8SK6C_
z52fD&b$uGq?a~d*U*B=_4PbOujeKIo&QFhMejaYQ_eym6I+OJ3rI&(+?p5q*f5rV=
zpkUJj15kk(YpRcM<`%|qHaq6ESN6Xj{uni~X7tGBxn*@0BGtpHCnt6Rr8~)6sqYq|
z|8<uaq^_iSFeq?(JGhSW_Lj}8r<ghcWLC!X>aAT<!jEBY83t<try5=M;af0uh8r~z
zvkp#wG_}h<XbaUFPtcIk@wrZ~>b*76jCVRoBmMThr^r)*!}ogaLAh8~op)=hvC*2s
z>+jEn-np*#frBupMxD*B7eEXi%`E)6d&CO{k{t`n1?RG}V}bpRicJp)ukJcR#$MOY
z_k1fpI+i!`?)y{TogviFB1w8);!&f55{cELiUVW7f&>31=s&t=25y~S#^i5?qcF76
z{V?Ew*aR$KhlfuXk1A6H|JPoLf&1|nq5nI$3<LjL7(6e9$HHd4{=D~ndP&&4_t?Bg
zgDW<q8tTYjPVG6iZN<xl_w?q8I9K=XV_^&VI;0A*MxOs_k3CltPHj<5&^0lkAU0IJ
zGYxIzuiyDRts$|i`%~hT_vMyj;D*-z(*CHiu{N2VVPSEl$dFOBly_i<V|BuFX6oVm
zCLQgO9Xeg_Lu`3l@2XfwVSB4`zMYCl8N1i=#oSP|6_j7QOo6x$RlRGWi)jginjy`Q
zwzV5!dW|s|N7DDLyxHuknrQ0Jp<jF+Gt|@ERuq;L8J%&qUN;|pD!@7;LF3ypsl(R%
zf_qG6>IOmG_cKU^;=`iMgG8eMh+cw=pc>uI^t(bI%|6B~mDIezw1rO}+tdy^SA#nJ
zq=67yEtq%y-Z6%*Zf>{6xA%l=A1c(pjAQPDS4DhrJdQOw)o1_%BH=CGQvtC^!a$!b
z)Lmttpc0@Af+s2Wgq+i=EHf`)*0Y%l^KKt`<r1yEVUMsf^J7eh-E)<e+-9RCi%fT+
zx&7?LA>$f)?#3oZDSb4PG`#fjR*CkSm0{^Ki2CNm=C!$52(r(L(r!pYcGauA*VFE9
zN?Mbo1Hfv_59iiA1c2EqHI^{<X3gedEB-q2)lnF$d&l>D)h2Y)x+bV1{>Hi=2kx`U
zCHGrXUih?b-q=*otGfKQCn3eueQMv@K6W3Yp`o>6Z|hYwxp&!_-kqwu8-1`?%j;D+
z8=pB=%-;F*RJw`*YfLR9w=wC$l0~}^O9u;zv@cO$XVca7i&t-XH_LnO#)j$NmY9^U
zADw;7eyaIrEp;8R&OF!Y$usW9+UXf=8U-Jm;m}ze|FTRyu(qGHr!MtGUapR;^?H3>
zc<gx1$U*HB2d0RZu%&Wcd)OLWEM$x^!}vZg774yuf4A6f3oYK{3*Zs8Y}?b1O~YTZ
zyzbXw%r8nhroVKyKeaR~QSEWgF0U0Ewsp)*cJeFuprLJhNoV!O)AK88w+!^x+TDw<
z%c%=AXGO)$x>Y)JzIn2iM&GAl+Wym<+Y9eax1{E<E#iH9Po|_HQ@4aIob_34T6G0W
zN84ok+(pTsR2G#(64X8HAJ(~VSb9~@W!KStMlG1=A?ZU<XR)Fqui3G7b<8gHE7(TR
z=<J?lNw-K5`aPT33oN#;SjaT(j}<M`_zElPmq&qX5$mc2yZ6@C-93Hq^4A3;YB|s2
zEHgZ#=e{ttKNGOzZVHKf(xawC;7Ol(SxW=aroL87rESLLXE_(;^9FD}#)QTfgu;!`
zS!&}NE1kC%h(6-8qnGA1gPibnGz6S+yn)j;^MbxH$LmUK-`hZqr8-^~nrz7SEijep
zf>X&^xTC9V;#V9L9YRnq@kH9A*x1VOPxje9Q}a(fcAG2Ne|&Dg-PCn+G}RU#*PFWJ
zo8J91Pi8MS@GZ$0xppD*$?I<qk_$W#D$vjPWh3=D1LOij(Z?CfF)vj75OYQk?JEj6
zce;1z<XjB%<G_--y{6z<4WBp}if<%pRQs_3?nk4l+PN_8_g+r>jIO=)7-y8exY9Lk
z?1Q$!{Ihb)iVL3A_a5<8K>MY!w<(lFspAHO>S)!DR<-$t`Q<d+*YndxW4Ef#Uq?YC
zo;k-8FU!JhMr3Gy_lA$n$m_B5YHzH2busOX^M$AH(}K^C{G95xj;V=mv(z~Yw$<nO
z*ZZ#2NKEmaYlK+**1o<ZRPk(J)cJgbaQ#%F!@_H?z9uFPW0(U+$G3g<*z6}(YfqW)
zt$TaZ5JCE8+0DM?^MAPQx;NyZ`ph6Xfe2IUxRtKuxeETQmXD(A(#fEsM@w)Z?;`(R
zggMo;%qd<)!_7Eq`YO@pVJ+j*2s}Ce%(gR&^%u<ujjM{@D3q>=!=0lDm^BUMs+%t;
z-ZqAuIna83mU~!J<^nn)aQWSq8>T(FA@ApV?y|~UnlH*uanxwsWL}+n413l7hl&1}
zPu=(`q0WN4c=c2}xoN$$+UVe%z205#AK$nVhJCPQi63)H;hnzim6gwK-kW~LC*zvz
z{I`3zH@_LX*Pm?dS*=cpSlLCcuKya-dFJ5Bmq`zr4_3q9^1ptL+be52J#%gMy(CIr
zAbXd0%mrLs;h5ihN%w%b5cPRZl!O$NdQ$Vs(5XP*s@Wb}uv4{ij^9`^e>A?oxZsOd
zqE}*9y6<A6(&yl7o5ltgiCjKzP!A2BH;|R*sGhQS#`e}XNh4-)URS*Q%ysil>dFHT
zHIA;$H7y&EH5gRSkJmD7F2D1!Ktnt8Ve!Y?nW`>LVU%x&$41YeDGJxU`boTgS6A9C
zt#jwBjKI$wmZ{0FhMsLP{^9S{xJz!ewo)tIM90!^du-e1L+cmI<jX*>HW7CB;+Qba
zr*m1=yBLd0Vr#p09WCqEuQrjZx<0!Zu(%#h*t6rzf)V4;8<vMx?(>^wk)nFL+T`=Q
z`3ITViw@nhMvSOTbB1daz1Il20=;b*zGy0MhMh%^>5dJHI8NtEqPZ;H$EALo>=!~s
zw*dF9$3$+IYkbrl#W2gd6<f}oIA26OA#n3fUy(g;`s3ND!Nk%n2cs$s>k8I5<8dZC
z)ek7leel`R{;qv5-KE=NU(8(?HGegc6X^7PNUg=)rTS?^Yt4zn*EKsa6#6HpPdsnS
zq8-=l?+N46j!j)WXmGId#!bq@1I0t>F^{$mw2bwxk9Oiy-)g_vf6%pDW93E6Y&_}i
z$gEVxrP}kDQ#M(KpBa8ufv=AKIJThWxuo$%x3Ehmv_Kii^FU#|dyZCUJ05x=E`L#F
zI>Df_aeVK)m5B)*4=T1Z8%#V`5Lhip`YRpmt+1&y(d|u3Ug}WvD7SXb+p{9VAo$|E
zsU=&N=`XyZGVi!)rs-@KkL4>IXdU`XL#v!Q3lm@O!i1l#y$uhy{c!)Z--R}DdrANI
zo8L>pm&Ajx;zv_%%va6-WYgrL%C#*u7wn$vK2{PRqcJkaVbMs36*|VZ#4?xG<({?;
zUfKSlY{^p?xk?*7vlTK&7w4Xme17i*pP|L+*OH80o``ll5xP{7zhz2Pi^Ul$cCzuQ
zSKzyu!iP-;-M031Td1A;xw^Tr%>fDZq%5thi<`E(EiYbB{arH?<nZpZ92R*naBwkn
zUao+<8}%^DG`##o)yr9>x3)9gmh_|{6E19Nep+PTZ&fCn>H^vId5-@6M`EnR+bQ^C
z!QAb>tz4>;$@ECp%(3c|dX?UNZJMI&8@A<g(Us!}d!+WXv&TEEHd@(~-u@vNDXN7x
zB|K~Chi)C;pDx=n{%W1efW<X+^qqmdhh~jAxS7<xi`})X8E{;ChJ6Gd?CNBAHQvZ5
z&hiUv_#n!YxD(?y?6g6AI^nX<^c}LPPfzVwcW%aF{*+ygYrAl38}3KZQl?4zheugi
z$SptOTKdlJ<288tzVcP&u<Qp%FrN%=zBr$jQn!=1Cd{hTb4G1U%v?1#d)mmUtF4RE
z2a1f^4NwK7V%DlgDCF?%5SPWzW;CeBUV68C*9hr;=HQ%7vI><!4yJ#Vh|06;saUV)
z`rPxx(;V<atp598y?YV5=OUxd-Z8rItO4}`9B^`DM;CFIS@E9!lKl;Kbw5soWU6E~
zEV`dx@G09abFRX#D6_rm$628!U(c&&6Z)NIA9eeJ?~7JBEjEnt9=v?v&=*+Lq3KKe
z=BN;x%ICLeu0FPKb<dIqMy6hMkDeWBUUI1L;oXLBUhePJwu=@|-<)bcS3PJ}W?a7>
zap#gBn<Y_$A%k01A;~ei_L+U0DM4%t^b@1+mD4{K$Blb0SG%gNGI;0BjsPdI=DdO#
zh{2_|PTuoSi9Z0Z_x@VSHL(de3b}yYjz6*>`Fr$mw-A<YUwqxjkfnWXo<Vp}Om&zI
z|ApU18}lEJBd)&6S+`#L)$?qgbSzg}`|<rZaJA^$tis1nOyf@)Z&L{OU8CLbE3pY2
zNjY`v(fwvrvM^VwcFbVal&-zfpiS$FUmCXfuOzNov?+KGyMDvr>FPn$B;HYO|MDy5
zS&1tokh2*H`3Sp)%Yyv9R{PH!AlX73)YZxEzAhJMs$v#)r^+8nmRUJ0D2i@yut<Hw
z(ZA(&XjW-}G+(1C9t+75p0(1x>@|EP#B|5#sOrHQ70Y+D<=@jTtUT91J8(ESWQ^nb
z0J_W0cdC_oJ6)^v7K~CwX*=%mMru9d`rUhb8`DF4PVZV*y7_s}H3ES$U)RyvTP-v~
zi|nyY<i7;@cAIb0RLOSlD*Nf82Qr(IZiiV5mVCEi-8_3zwQ1~by4%Rpc0c@{6QXxd
za_QOB&TYp&?R)gn#Db^INKrX*uSKgbBk0O&>lOGH*r4tHQ@Zye)nitMZ9}cFsADb9
ze32jG8jaRD^K?-a&aiyn_Jma*onjVkpMJ$<rrT015L3DGyZy=U$Wv^&-NVGvrh)$b
z8)A^G{ui6zRsrYr?_BCEwYb&(Y$vngV|ek*_jhy2V#uY_!|JlZxjN+*NR^|)?uTUk
z{f5D_^VU`-p112>yt8r+GKo`Os}tQ6wZSKKac`P#-=e8y718qQjgUuDVghlO`-b|a
zd&?N_A4-v|mpOMVR_%C2UFTM#wyoLqmUhG9b1z~t;%SQlyuVAUv^$@!>-z4+I{xV7
zkSI=7TR<CuqW2x%I`umHK6E7QGS9QMasTt!_gcsDL|QG#E#>pIb&nF5v&}VD(Gz-h
zx2BnjZrfg46@9@0QhU892lSME=3`v`iaSGR-nE7H)`!ZbUvI9Y^jKZ~&Ww^2y?!7&
z=@m1CvnwdH3((MUl-=xp1=puDPs_4imF>Tr{6f)vo<B!@=hT<?yVICxvn{+&u7+#G
zU3r!lABTavJeuw19?|XZ^*e0R@A0Zr5NJo(P-(qKcx2%E`{?@ju=~{mBR6u@2Ls?q
zdbN$z#gQnr7E((h*K-~3#T_qy0q)iNt^*Zu%MP`W8>3R`uXbHHE6r!zBU&z@o-CVo
zbhcU|>yC8(>{aar-7}lV6lsaiADVu9(pS6jj5;28*T_DOHjA!&@a59H2X%2ONAowb
z+#@!SkI;%wp1JIJWBojvFxp^B^FF>S-;@2Ck#}Q_zGhrY&kv}`d}G>z!qAnp_#IEH
zYM(U4@5gt?>|2~+wPEuL`r?*-bo+)cvmvzgpPLAMNjhOgx;7p5hC`ecdj!`Dtj7;l
z>p7P>^0ci*1&5Diz0=oRn`+y3opx*5@iYG64wO^zN!z1Ef+Dy39~FIbG#QzDtq-_h
zQqQzf7ioD1T)TLha(o?S-eL7=?aBVI9)vTf=tAP&g>N0#M?a3Z^oFxZA)p<}I(#6+
z`AOZTeLEw+k0h?gsK@HnwQnHq6wO}{{)wW2j@zb|R5fQo!QvrYdrh|1vq*M-_UDv7
z>t#!MZ<20zJWXD}fCoPD&0aPf`~>;wz|z1g)vP5J+X^i!>)>8*N6fwsge3RmqszAS
zZCLr^Thkd~0{N(2VDq7Cd#gWLiOfG=cFjyS06A_xaEX&<s5f@I2lD6u=GmA}dSOC~
z8`yJJhH4y^EkCLssW)(8cEyDmKk8evGO|49G^`q58DJa`c-A_9)gcT2+H$;T#!$=$
zm74SqyZJ7iS<;^Polt5Qc;%}2{T-Csf^#MN#H1VHvhi!eH+Nzyigfh{w=TgYSYV!*
zoF^u_#?O0u?pk#5>z;3S#uu!&v?m?*zS^7|bvm|1PZ&`6;!sowtIG7$!o1KDcGGer
zMZDTM+HBQ?5Wta&Lkb;tM78P!GI`b_&_Jxeg=gIs-~%<Ou;Kc8+tyy4mi32wFWZt&
zuIJb0#temp=9KKe|Ke`U_~)bJqwU{nWXs|{$iAr*x3aG+gK5;au8F;CzJJSso%iKZ
zXj@kHXns<0^yrqd3*(#m#KTFew@O}r57YN-+??vecnj%P9B%%2r#$xSqPj%`)|c6^
zXwCP#t<1dHFN<!*X57x1v$uAKQOD7)-86R8aF1w?SIxeR@E6thO7>THzr9Ii8}2ta
ztQwcI;a;|51@U>AhmE}ra<isRvZ~6)S53FPnRD5yDNdGV7M$bF8=)pdNaqFTW$cUh
zQ@(#@r{K3#Ers1;o-p^BY4P>$VuL&21C$=ati0*@HOHsktZjj>t~uPDzf$Yol+7^m
ztQY0Qqoc_eF33{VhI?L^Bro{7d0T9*LH@}yPre<qwwp9-&xNws9g3T*7U#9a*Dv||
zZLiy=cz-qDWG}VPMfSdHd}q^q*ML1%1}US*weZI!CrcKXt$x>SkkQF00ex0^3?dwf
z?L;<FkF@7C2ib?+iZxtpp`|rfz0t=b#=X*P_9yidJJm66yDe9y?7O`1;+XpADx;QL
z%eR#7{OC^nwwy>HeT@GwcRRm{-Pd+$>2O1Pj3WHy6Zd5Qdv|88aM-4|W9NZ5!@_Nc
zOI#k%<n29qLlN%p^F>z=cDUY~_pGFV_pQklwXiAuW<|08M?>oza)>OwlLcqw`}aq#
zUn{d+JaE_;Q`x$xHDzq~hZNFW^qua(S@ZS61*D~e<5y?sm<%#-7Bd6MfyZ|z1k4`!
z+*iQQSZ;9@7e24U4sdX?zjo=qtE(;@Id{FJ<Hr@z_*2_$ncJSC&laA({h<HS&Ff_;
z56|9|cY}{J)*i9(qPAMGT4E*k>Zi!FSL?Ny*y^Yh?Z$P8RbH&!{9G3Kb-wJz@hi8%
z_ORX}bkadIiPbyve4X3HfVlB|6L*ikmBpMj89w}P^Q=Zq)XE?8S6p-daz;HM-N3GM
z<NZelesgLv8=in1JJj6ur?1(yY5Cqn64@9b`#jxlMN-4fr<AIFJ9@IxwiO27=q$<j
z`tVKwCnTp)Uf};-cs;3!Rr0=I<4LU@=w?f~&t}(Aw=1yps`Y02HYcg@t4EuL$Ty6;
zYHqyc_Rr6<2l?oS)XdDUK!^xi66N+`&$NDIaU?o&L0T$dcm6TdefuM@gyjzVRlOhv
zra|1oCocrArS#SxD?`uzs9vlxJ12Sb(Pa<qEWQraJgxpX=d_Dni+JI&JfG!0;OK+*
zMnB9ppSO(n6cpJU34XpkE1tMjD|TJ|2@`MHTIezPMOw38Q9tfe$D-oI%;l)9*hlvI
z55$2#-WHtt`qtnXv<xw3!Ht}+9gAe*Y;ZR%`n^s+deL)UJ=J|5l4rP`c7N~*O}m+A
zQFH*E0KI!YJ%f|Ud3cOQN~KwxhNNdEoPWG!EJfOAL)Fkn?%(yc7iAxZ9m;!`R!ls*
z#?`P>(LuijK7HDDYg<yAz1@SMEvRF?Pj|u_3Sv#qmhWC^pc|cZCOVrK)QBpL<zz-?
zjJR!j6VBrxL;bqujfwXLe!T5`u_7R%dG2x>pPo3Q=;QRWPcpwOJN)Pw3`hI$#0jhd
zCO?WjY4?3m(KMB#E;eV9(T38Ybfael9&sb*`<vq$x8fgZ{g`dOMJ@GGDAc#Dlvy1+
z!#{$$efp+;^*tsm?Nen5<_nhggyeSf=Dzzdl&sxZjP9@Pd~{TwE$e&OU)@3*54|x?
zHG8yb>-zS4vA3hYL86bj=zcEC)|-8s*EFm(ZoVS-xyqq~)9%M7g1e%+KGVwA+`cJJ
zTID{1e6?d{3Zbw);_;YM+%|06TieFQ+bY{1#f?>zm{2bp3>P(tG9PGsADV3&p|7@k
ze#pg)SXIna*r$xxrp|YTyRuF;gOi>tRwqZVh4Kmq2ll+V*Gnjyu1(n$IdlT8szz(C
z?;(iirm9+N3~$Wth_cC9ZlHZOnBt!2Rcv;BRR(nJsZurUMYvB?y=>Ki`jIGu4p_;%
z<{yQOS?!@~7rrzb--5_EoEfu~)32Et@?qUwws3Pmv146NK4=AT^~ZuK2IGD;?78X>
zjt}MBJel1Ohu*DC%*>4Zw#4mfF<)(3?xNh2Ih4rYdmTq(Q1(UNmNeMC-u-TM>cObg
zPKBxTNAk(DiAfs5;Yyd7XN&8LZ|}ZloU+)!cwqH|qvu`(caQEJpv3!5;i@fpbk<E|
zq4%lcb;p_pWst`38yP465#RmY*&$$&_ir3)D$Nf6G&)qe()=SrBl-{9!AXesr%ByE
zy4Cz!h{it({=e^56EHcO1bCH^{xE1|48OlX(f^Uj;RIay3u5;Nzzb92tACmt0#M@w
zT>GcV;RL9nM7V!5Z3JxLCh7h%H2fD>_h<k9TVVI!nHi!n0N4t+%Tz{7RBkZHUqCM!
zfLE3O{xCZPKvRJ7H?u>ffgS*R{!cb#IpsDXO)2rGlTH-S$0!H@tYQF|SD8KmvI540
zfKeh4$q)c#0gzT{kO&w*Dh(6S2!I{{-mL*hR~ea6$q@ix0fRpzU=lb{3W)!R2HJuG
zfLRm-$g>8bF#@G0TQb=uBmhz&l_rDAD2+;~z&TuLJPAlcqW?5|1i)CBHDHLStT&LV
z<fJU6tScPo9RyHUI7(R$Knh^AXst9<RKnL2FtieSRzk}E9r*n_#lM&#{%yU$zXyO(
zh`*U3K7AB=9I{a5<r?=_?2=Q?A4_i%5=?WsE7?%H42iLc%E|4BCGmBHw$0J#Q-lS(
zzAkEcS9$AE@%OhA0C4j^0Kfw8tJhD*p0@tMcpH!o*de}(FzQgWAF*oYy&3T1egptu
zS@CJG@YC9dF@w^c%%RrSu{Ptr^_#!GyI%Imu%+DcMP%;>xr^>dM9<B|we@daUy9pw
z_)g}lq2$KsNAgl>y>>th(M@{#^%YzCMZ2PYsITQ?VJ{v0zPQHUcieh|etPNQGj?~^
z`dV6Z2mI$%NK(5ceeb(p=!}JY&?RVfzHN>klo?Vx(=R~Ron-DAdwSwr^+CoA&N;C0
zp~d@LyTUBjpC%qU^7O<FcI??>OOY1+2W9spCzkmt^jE8IzJJ5P>Y!R+ZO^`)dcz;M
zLy#x{2W~s4aR|VDPyP-A|2$QDG_A0173AOSrgE|s(Hn4uw^kw4s+GGZpX0oPHIFMI
zhn|J!w!dVIXm8H-d-ZR28h_?_v*<S3HTJ$+EbDYOs$EujHZA0J$>Lyx_Agp_GNVI9
zQ+yBhhA98vgg>ho+*Gb}wfMD6hZAKm@t<E<iX73{e7yao^*`;3o7?oqW|jenaXMt-
z?xkJnD)6rKBZ@4u>Z=!EkjkQ0U#t&~SACDH*wiaui(Ijhnv1h=)o$9<c>lxke(Em6
zhXYIligqSyGrh0x@wLmUPDAcnrcOCKpFZWE9vZ-n@(YUlJ9Lct6FQ#2i+{t9IVRv=
z{Sp7)qshN{QT;0rD-5u8|3yhF@4a7F;Y?KjUzPM9PKf`5lK#`V@$bm>FXrGdII!aB
zuV>9)E{)N^ViKiRnb1{AZ8M>>fF&yvVkh;7HL&Og1sG;4wa(<y9E7qIK&gzaJFz@R
zxkmt{e{pvFpN^H~l-q<fr9@x@v>Y7J&VXDbpdFFQB{<3jH_8P+fPpwlsht7ybQrMk
zMro?8q(K1janXQ=M*&9ON{x<GF4>vbD^0eQrrXMLfD|BKsojy*fF4%r;)x|WO1(X~
z%m~nmz%fE;tPU8&BPI;MfoB3>LJk9@PZ)^<&mx#|@ea^N1VE#V9E?^zPn6FnWh7r9
zO=(aL2Nn{*fwsUWo?pOn9pE`)4bUQhJOm&e0Xz)=sXrGF{ari%)A=7g1qTe=l^f9V
ziQ4`X?eA$Q;F<DkigH=eujl`N90Ps$+kzwD0{wD_{wE*Sz%~AT!BI*JuM(mj+dsDO
z`Z}-+IjI#ldylb+u5E!}Zt@)$U8dpd6S|7;-jw$nW2=r{9PD-yOHL)F^#;YajXi5b
z<C}b6hv^G%60W|yQfx{rAMA~`J3k%~oE47~m%70<(|R2#3$-@wc*q@6TfHXp(>8;7
zrHbu0iy86}o2LfxA2P%3(8mrhiM=#q`+BWN?h8KL#DV|32=?mc(e#je-*$gpXNbFg
zWC7|)(#+*em){vg5hzuxG>@#xl`1};``4D7Tz`G2<Wr8b1v;s6S;8KSFNQ^qr*@^H
z18U-z7Mj-_3irQ#E*@F9tPR>9KV1F&RtleZW~sMd%FVz{#F3OQOW(UTrk^-kSe$j^
zO;#o~-=9RtNC;SXdqpGV#PMf)P3;oKRty|Zs&?vF@Oc+t4yx}P+?STOf!o-0;zD!b
zvf2zj_e`$0odA&<HOyW8O1nH@sQ1x#$k3P5=RfBWhjkWTs87_y>1^s?0Q$8-^UCsn
z)UUrUy8J7^H1OK}mtLE=#=q*d|LX7Jr$dncpx}Oq#r|*KL}7q`kAKo|$~)*kkM%#I
zfB(1r?_B<h298qdO{GSJOfCxiolbc+p&x+vw|~v~BSje%d@{~AKt16y1lR-m?T?t?
zkbe^q9C-Jfj0gUc_ut>}fR&B^(>o3h_-Xldjo&$juW()QydmHE7$7jv>aD}^GGiU?
zl;#7w&69f_)MlJox3Igxg<hzuSb7_ky!eS<hQ!Lewz+|~X{)iM>J1y6^{p#YZz-+&
zCHV2U-|ccc_tdLbbzG`W`1IPoa_dg4%WtSp_~MqeTUKyphx<)r{qCCgMXpx|b~6)}
z2V`SuPQLapnBz|6)n5&lrHTDlYhV0wIbr;G==n=N%vSyB>500yjJiGJAWd@qGS^SN
z#k1m`WVYOoUj1EU*10%l?Fj#KtIYk#8g27wg#9%c(wXn`uGDmVbaURiEh&iw|B!vw
zSjRf4Y~D%ni#?JQ;j8XWH$$Y^@}t(2BM2YkgvA?e?rBFS-Ux9d=5yQU$1NDG-bs0M
z&*60Nl3h)AX0S3S$scz;PPnsD@%D57r@7uym!pJ$H_)yHAM!$4q#1r;372l{n_8u>
zm?BQQEb>czo_y-~#jkUsa|+kk%$@5-SE;MIlKpuD*D`PSR=>?V_UZQTTyR%#SLI00
zt;E9zcQ2SfOt3-;e4?kk*f|$+E^*#e!})urqRTT^xoz3){(kDEoqK0S?KziEFE320
zwV7vzhUX?04#;qKW9=R_9yU7W(jEFa%LMVVa?Yog>$=Q){lnS)1cIM|?S9r!PK7#$
zbZFB}_nL=JcEc$*Ku0#u2~M#qWKfK6n2lVL??KrLa5J7ddMuE&g3EXrxi{bCiq}Qo
zp~NfL))E6}453y}<zh$YS;r{FQ~9@4#Pl^st+f#Cc5f`lM|R|k-W*SV^SI8@D|;N)
zu6i_mtRat7`sm}2<9BYwtXpilzy4`#UC76Bxmx=xtDF7ehs$2loN_*+(gHN6@YmFt
zJDVr(-DlQjda`<Ur_rU@1G<oWc+jzLOBeNB*OLy+3=T>ZmI}^AZ*K|xbW3COdewVv
zvgPOd4Vb&?JWkXjQ*NGbufK4K+4AtOtCAmfieq16W*??aeZ!R>G~|<#sm~HKUrudu
z*akO8K1TFUIlp><br@ozZBbvT8;{gHkhda;yrirm!0QA`G4gujur~C=jMEa*?gclZ
z+8&;o^(fZSdc}yPapud%k2anzgFI%01m7ICIA}i2NT|5GVYRM#X8x6(x2N8mp5lQ#
zWpP3M%DPwRl88<k|D3j&Xt}V7H2bl&=Do5{E^9;g9GK&msSinSKif2(uwna+U|;@9
za^uGiJ)ho$bA=U4D&}o%e&v!9w5V=o^l6O?;8)d{UTk%Ky`36v^iC+GcLz2Jlrd|s
zLMq-W=8R6SWIawcDBr$%*m!d-Q`dKhq<^ov>{aKEZIur&hY^cVM_BuckC=6Rvs_)j
zBxM?JO3jSjzNufVH~4N9zm2-AdFf5V{1&g{#V2Mt7T^CIJ#Eijg9C=;I&EF(tlh1W
zYoOFC=RU$Jx0F6TzA<q?5#=;oqIu5Y&J^jl;jTg!?o(OjvisU|TXid!7Oh|MggUz^
z$#@sNR(8%MdYf5DediUyx@k8Y)u1~~R6Mz5qkY&7TUG|UPiv7fuVmK-UJu*4O<%2e
zHWqQ|%kr2dnWdp;)`v*@7WRBU@D?0Jb&n^{`KsggGO~DosgY4_d0Il*vnNFkyR9lB
zUe2z*W~>@;3|xE?ckR-atNEPNihlNigPpT9d-gyQ6%W--igasU-nxJ<ERq%M*2{xT
z+4E^FLi_O5or@U=jYY62M*2ZBDrcj$JlrZRAw1uU!Hae$vX6Q?KCGA1WBMdV?*try
zSH_(`n|>(bK=ak-eS@cpY>j**F9uE)WwLx_$>-N|ay(ZS79QDJcxfu=&4;Yz^3~B+
zKW55Tyd;0EUJ2q|F37t?y8m$Zos?d^LO=ae`YU}_Jm-I!db&f)l4robrIJ{_>iYV#
zX~rwwbZL#JpIJGhC9=Ug|I88VgXh7aO@q_uKRWA*^zJ{?6wRr+tw%%Et#f=m7HjzJ
zdz<N3@Fr>Bxp^heiPkF)#rp6Kd~~VLJilwLkHPNJHoLyxOwxo*V={7c-k<7%EktA#
zXz6XH%1;(=34Bp=w&|L9OVQwb_nYOlA%{;~(@w`k%XdC`yL!X%I=u!avbj=5I`m;C
zlvzKc<m5ppBR9~c)PLy_T?awt@>A1}Yw3rT-k!s9owu?fl(<iYR~>Ze&Y;7QLr-K-
z`9jSgX`)N{rHD0<4&>BMsG6bK%e}$1b3SaE_G$ED2I}#8rqGO_QCTfB41OD2Bv^^v
zFq*oAih44?T~QvCL@eFEjuF(mvF%vI!EL7^BRtj=&WwuO=e+x3Y(lTUK~CZx%vBtf
zFsCB)J(nN-22r>(J?8C4jQQdFTRx9n=?!bwcl7G$kSB9&LwKEj3{La%OA(pZrDr5O
z@EPY&_?6LFy7Stm>_w}Xbwk24cW}&FyjN^9o39@B@Nir8OgqS<CC;Rk-_MyR`6*K5
zhvN*s!Iyk6gub3ezHxtcpepH1SL=zjg{f`4_T&<n0s{$bFQc@e{RS;JMwqzO5WlPs
z$(lY8Mwr3Ba{Pp4#)2=w=OWd<R91gk-W#T&6BKpOXP6NsFgG6Qb;a{PoL)*^-K9a}
zuYYXx&EaBK{F6a#my&AJYa*hD!CbZU!VJ}m%*?l0H_oM9hksdv?gDY0zL08m)ug6u
z8Oic=Q-P`FYf_gj{fcd@_7xAoJ@^K`DSjIsjsuPj`Gj5j8Jp%HVG+j`J-_;H!=4!F
z+`4$x&utoaz096=g^;gu9<oo8K83Mmy}O-hbWZ(2ef#K;(>>Kjc=d|~>u;voU%IB#
z(O5Ir<*sl3hdsE=>A6J<H!NwI=hsMB!LU8(DUgn0jvK_5hCG|{wc&82PEq<mFX>Jw
z>bk{6?12;c<)<DWEq|wBd+@NAWpbzOwEANi+e=$`+rR}WNZxVR7ew<rm#tQ>*t_UU
z+Lbbj?-e`ig;QToZG2Z~q_(i5vB;$b8_yVeK%?VR*Fb|Fe?6akCxck2`Qj;)GjmVA
zv$p-pBZE7?L>{dkP=ir(w0u+VU2VE@jJ&gV<~eVJ1uxcuWA!}W+>G7_(q}MJe2u<t
zf^U3uv+$nmNI+h#TWD<JOQUTy^vc_NU-SnCu3MNS+jJ0qKGe2U&_nWf&7@@Asxge2
z{-ebO&m2YD#+S6@eGFki)-8sSjyxySW|4}f;pT0FT*L`;Mvqy4Tc_Hbq}mW`)%sqI
z#^02-d4^30M|+yTMn>TsTFu?2)aomTB5<Kj28CwP1NVtn;#xOmS(<6DZM1r;9zo>{
ztR>O6bLI@2f17zgQ$NaYL%Z1bd;vP7yRifj&yCnnvmn>~itR@J;N~n!EABGR+9>gM
z`PpxQHnve;daj|-o6pSn_Iddya;N6JGw1UY%Xf617iCXhte=L{dP1<e>BX<w`|-<?
zUBlb*bSg6HK4_M%(Oo|L(DmjQ8}6~XIIXu^>+rg%;<?9-(b>H>!tOth+ox-`!zbMn
zG1nBlVpfT9Uuii{(%)3d$VHu6k)?XxU0*-Jfs{P;&`f9cngwO?xpJ6sk-*;I2>1B$
z`{ZDIrs~B7H7f<qhA4B-M8iw7or|t(#m7yVb}FvMwKqFq+r{a3kj6jWUi^G~%j<*3
zK2uOL{a%AA!Zj{)pOs7_a!-DocB*96p!ZA=__W5OsTQv1<$AYx-8$&T2BYkxbw-C;
z<9^geUg;^CS9!~?9vbI!tgZ8+M#2=8NO+wq7~8!z`3@?pbKLetV(*vy?ntxsA-%!Q
znx|RAXJe0iuVX!45VdAsbW^`|e@uRLYv|`oy^e3io)>zkImvE&YEs-+g&kYo<hA=S
z{b8p2-GuChgX7s-*5s_5(j2G%AZA{}3DtxhZbQju(iRP#$~ZIY>HL9(TWs1(A@6ET
zRQ$9rRS=eb3b?o33v&dj-Zi60zO!{!myz#Kz4^9-pHvm<)OXx{pGG^;H=jB^t|+i)
zeh%$r%`Mj1V|)r}in>P%keXcl_-<Rrvf>1n3k!{Aga>#%8$16zcH1H|SnqM$z-P0%
z*Xy_ILu#hIHT|3lCyO=)S7qb(QSK8L7}mYKE^tZyl<S<Yy>~`B#I}5E(t>5Nfkr*}
zs&!$f2eUbb0o@hm<xuU+lmOLl8W+2o*Zc3T#8%ZF9;ij!1ApY#-~Iaf#QWIzgZHm#
zrG;xq4lEfu`jmfFyY%+FfoZl^=Iz^tTEC`b4%5>1U`m$hlk&8u1({pCE>ZWI9jdQd
z2e`1MKeS>UGO<W8phW=3nm<6dlAS|6nk|@1ZKdIQm0q(VktG&P%aU$RTUrn2*&ekX
ztHe`<J+aGztHC-q0B<ANsfq>tHbL6cD{(>gc@KrLu^`goJ-3YqQV%z!>)lmp!6Qo+
z6fEoUjNK=O80SwdS;AC{m<n<jtg5(pq;(E+K?J5;+EquqmeHzpPNn3T<?3B4tT)Q0
zHSTB?snZIhUb`K-WOnh;6x?+)E~S96@o3fefHhL`_-^maxeurJRf=w#Z&z`)uw9>I
z8Ub!y<nV0O;zy5qIb&(K<~8{@Glj$MXO|bQ?-eaAH8U-275M#lVK?4(&ab$B?@^(K
z^O*L=DRNuLoPYdw{`E7ACgz6VgmM#Kh!ybt2W-H+zZJ|Hm{USPttMb05<8H~`p+bI
zu~77%DLmQXLa8`_9d4q!dNtsHQZ8|#N>~#1<f#)CnDYW^1$?SIQGrRZi9_J~59|Rj
zW{V}<KgyBtkjWAxwuBYPlCVrBVIzQ6Nv_0{Ci7`fKfr_IBun5J351XP^8{fsVYLPb
z19IRd6W_v<C(1d!Kgob8x1X~C0GSe3`L$L7RJO##7wqBSXac6O<&uf1B`_Y4&kmJ@
z1Cwr(Y&=+E;N0Y=Y^+%FpL+=>V6y}NGs)z%f(I*zt!(ihJ{*C0y<a}9|D1YdlH7oa
zS9WNSBp8?xKm*o6Kc^-B=)PY*vRB*5MXUfm&@6v;5I1y<X@5zXsR=i5jVS|3f{;Xb
zb}-jDQp~1Cl4${v`~Xa#soh%D)p8qoh$sZO8Yc1(L1?&*e2pn9Q0ULL0gjc)U{jL`
z5($5eDOQ<b!X$Z^;Dutg3Bn3$82|w$S`jEK7#aouW2;O^!cY^eNNfT?bT9}oTLMMf
zz)>~;eD?Eax>gl9S}hLb*mwecKPeM9TVon5k%(--V3|y2C4*ZD#X(>w27>`ZU|<-`
z5}>dQSA<Gfa?8+gvq>g@@c9Gm<N~6Vd|CcNsbr0*sZ!9Nzez!X0e{L7NyUN*DS-iC
zwtyX?yzF486%_m@bD-?%zyKSLP#nUNtYwKr0&W0H0!RUi0y(R}e`Wn8NJ%f@N(AhQ
zR{kk`qPbXs<o8r1e`S3ITxB=d2w0&(YfR;qfou*-Dv+42b>s#~#cV$+7O@&UN%wpC
z$<*K3PE_l+8cb6C(no(VnUMWU`hV*?IZO0s=Y@t_O$-vN0AUCi$N)MH0{*8C2lAYV
zAwau+Ufq8z7zE~q1pVIcKsg({GOnXgOcM$PYbQq@Q6P|pOT@}l6Fe2ZS}FQBvR|&m
zpIK}NKuxU$1|!B20=0x;Xi$g^9Ag7Tfgn&D2;>(glaznsK@tXXIf`F+z%3z28U$m5
zP!8)~dHh28cOE~L-T#Qoue5*TLkpIM_=mE%g77~s;^Ywfuj5NOd_*j9I9sWG)|mdG
z%zqu~e+|~3*UU!74U`101ttwAx=48$e<uA^tA8yN%;p9KOV&c+zm)o!_MeLVyvbZV
z2u^=V`<eKk%5g&gMY<M@;eioYEQQMVaq$eo;;=ykEES6*VzCZjYYH~p%PBY_&<PXC
za>B@n4kRfFi$zfQ0x}i^!A|^eSb$#nBVd=A$+5Orin1{9qhN7h5CZGKcjWuSTm)Dr
z+C(yz1NO%ffy^KZ0f+S>;DWpyaY1}19L3uOFAH+Q1qHb|V1=%Dnb38Dp#u&}a=^-z
z8^r;O@E~B(?hZH-%@IeT5#%y|CwX{)vmDL&bCVIAak2oi0~X>9NB|5PygVH}g%kM`
z4F4qjwb1|Y7>ouQN(sVpf#zam1kcGPV~L(v3ds{_8Uf3iXuUI5**Xe9^yiP_h?NnY
zfNpWdWBEYyfV?20!{6y98B(x#ptV511Q78Qp&LMo2Lw1^gD7|)4d@YoQ78$xSR_xN
z{~d{*L^*{{a3a76+yHNa7fIw4jFU6u6s`wuf}xkhIhZ8(;iB=Lil7LBfD-9R<A=E_
zyx|^rvKJ+kk8+PB2M2ojIMW;;QX<hsNOHjk2l)iM09_YGh0rBrx+_ksK!8066AYp5
zG>8wA0j%R;K;?l<0fylN3l_0LB;o!HWP~@|6B-yAh+s2C)*NRjhy!;g1befbxx^4x
zE<!=(2|;*1l1dkd*xn&N6AZ)rLtS9(P^2qQ<jM#Up}3;3Flo4$g^CaYZsdtT^N9{P
z3NTzK-UK`_ApDhm8%%J(;R#fd7s1iXlN?M8@{tGm5EK&(h5pVmN0PHAf=b3a(p|U#
z5rjw=2TzBfU>4O&!QgsZyWw$g4=S1MLI{!vdhumJ6HRvE`8Yap1NniDUT}1nd!$Se
zB${9d0eM6QyHNQO63q+g;VB68X3$0cOh+i23H22Cgais%43XI12`cr6{kP^%Fa$XW
zTo?=ilIs&9k_LqOpg8<6cfN?l3Jr4&2@69hB;qho1egU3G+>xu@dV`%b3kJ;UWhP3
zXb6Xbkg(AatY9HT%$;CJ_DA6mo~{Z!4FdD#I1n9O9H~4nZ-0y@SBxXm!7iTuaHchw
zE`SPn7`7DY21WRX!5n22rbLdzFp*rUt3(R*fb#=AcoPgMt^!Ya7>y;e1~EgC90iCL
z=q44D$({_1K<et~!ozw8E0}x=It)*bB!cB=D%^z=M5lv&#6fg&gsYPX6&l9ig&?4g
z!U={>QlVH13P(Cg5O6NfA0=Q%GQy-`fHzD9S`h3&2;ia7bQ%+d@o@lSi6A0a<`4u0
ziv=7W1sv*t3<o<1;Eoh7R7@334jUwqAQeWsIfB`E3D!g8E(h^kg{VkJS5GdWO(F#%
zbP(1BClm&|Nuhy3VKmQhIm*=u=K?|?S)_103kPTvq(cZ^9)bo>)R4rXx={%V8bhMs
zInX18-dsKl7VHgoCP>4BF)TLOix-Gf&_XEIL1MWVS|Ik8QDxvz35c#xDC7#16hh>(
z9NhyX;z0QX!(bp-sfZ{GVi8GDFQ$MYz~dzj5y2ulAB;qTJc+abS77myf`Jx5f!_3q
z3<wc~Ll{&#*4<r>A%lF7UI+&e8sQBQyH3{7%^BbbCP_oUA_uC-ne9joql$?<&v2fE
zz?XRi2UEZ}S5cUV2#2}jykPzU8iI=D5V#Q-5}n}{0uE(@gJ|GLI#(P<o2VftQVhnD
z@Ei~;oE}K^2L*D_*gq+hnKJCJnIN188ar8hBGUyd!~a=wf+0Ww#yU(0_(_2blhdIt
z5lAQ)K>(wn-eD*{9E}35E;bY#B6eg>Rtrn~H51UZK;{I)KPiA}VM%`$N8^E-{#6{v
zlwp6({HsCA8j%^UQW1Hw58WfsSeXm>uWHHglN4e!JrDp?m4BQ$L=M>5LCOKaBE(E^
zAVV5Xr-30v4hAE}$P^wpXQ@wsr!{n<hGaLqoa!m^k_ZI?j<tWVqXQYOz(w$Zr<sE{
z*Uf{kaA$Zr5<&!Co}R9(U`L!YCCI^ri*@!4mOJvu*3KXXfh=M(1!(Eyz3d4K2t+%C
zIYzp>d3p<=coLrn4fRKO2DmakU=dtL4#$P)NsdI)(7`x*s8r$v5xTj018;c(iI~kJ
z;ZS60kdFXPbU+g)$DuXEndwN6WP5oKVM4S&R6>9#&=_x!RG{!@zy-(<8V8C66QFJZ
zVdyYxL|BMZ2#X_>hJeIAEFXUc6nK3^1Hq78oE@czi6&#nK2Dxk4+-9l>*Rr!xWin9
za7U(hnDzhek5@Q4a#F#HX&|PA;uNfK@?hYw)(i(Xl&6>^4C97EgCK!UL?H_k;UMOU
zu^1``jbuPW(Bxp}Ku?sHztkTU9v+HvAq7c1s3J5jj5AR~9)^O2!AXG%moRH@I?Wm#
z!2pveEM}ktDWeHE+~6RdH%x}}4hRc&U_re+1#D*+n2QVm%W$E*AUc5~h;R#}vKdHc
z>7@F?`A15^*x_U{LCmEPkx&N8jp!tda1DluX&gr{jFW&N<dHb;2t<fGgUE-IWeh|l
zS>cV2@InRzal*+=eh|zn$UBVBm{hP}K?E`o5*kSh3k_jGStu}-Ar9xky;*_5&I}K0
zvLlmA^&pU_4m?(Putbc<!(E-oq7VepiwSi>iULFY`7DsoI)KL%PF`g=7KQ@Yhco#=
z1Um;Ww?MHJ#g||xP`n%60ZYS&Q6l9uQGi!4!`;Q*)x(7#VoRv<FesZwlGD9C9f3Ot
z0YbS1;H>@W6Mg6w=4nl2&?8uKFda-|&_bO9BH<1}5;tczB9V`w6L>Tz-qqEe5*EgH
zg3_oSXl{fn!3!Z3`iFsd5m0I*j~5Z_g7*=CCi{?r#}m*Y!5*#=A`ubc?Z^lO9#c4)
z6O`h{0agdGsT>H$+1nE?6?rm*5}bFWkS~ycz+8qk8RbEDqma=|F-PJ?6~f%f6EzHr
zWGVzmGK8ZD6`>_O5nk%XrX!F}o**p9-5u`^M{=-Xc(EAo1blF_L^9V<jyn^~;UIX9
z%m5^CH-ot(dSIjgxayb*hJT#H;UJ=%4*$2rN;(FO=`55>++4AImUXz?+e<-0;)&sC
zzMM;C;pvkD+aCodb3(m{NS*_hj*!C$LKiP?C@e%MLxgh#k`O$J&GG^h2w~1t7cea%
z9O)CvBe-L^kzjW`$z7zNSThAuXau187?T$TDd(V_aA*&Z0vkz0bAmzP0Un`|&XHgy
zjfS9u0UZuTa>68zF0PSbPM#D+xNDfqn?PX86=(v1;UwgSfC3^wAh6uY(P5&=(x0cU
zQltV<=OADh0PhUHrCM8q3Bb)A>IRO8Ku>0(vA`kr*VHhuBXfe`Pc<NiE1ZF92e>1_
z)+~^Og8|04oKA9*fJp+HJVH!zgW<xFR2B#0LQyCXfpQSX+S!Q|06ZK#Kmy=7BWE#T
z6AT5xNC*|}gAAldI8-o)?!#x(8AvKl$R=Si1bF}v6$Fk51@i=akv9tIjApaJaGV_B
zEup&jD|ierB~&btNazkAfy?Buabr6(=^<WlGLogB@T^&$FbLn@**{z^b-{XoaPD-1
zT<q<P1cwKN5dtKjFfXbHO5_Xzxkbvs#89NjBg{L5i&l_<_g?ly4c$;OqFBN5K|1lI
z!6b|#j7g4gbH+1+okd`}P>%Ap4wtzwi4v4YxWp0c&S&`tf|(H{#~_%9B!FV57`zKT
zm<}gLVCcxnCR_W!h&((E3WFmZ#2`f&l8gtt2Zb{PXgSQ&1Ii5(IRdY$csPsY6TwBo
zAUu-7GsKaCRRC`i0YOj~65Y!K;s|1ksXt#uB1nu-HwO$g1mhz_KpntLI4>0A43R;F
z2m&F1&!+=@>g~dm%6#Z37nWOq8%rh*2zQoJxZFS}NWsK96L~&?VIUZ8avU;$SM}kc
zq1+%Ii7yTSKIxcYR9ZL|>n?IZIS?a5h+Kt&M^KP)c$tg}Cvo9qSOkH{rbqZYV|X$j
zu;WCNfpO;uc6KFFNPwCGVXY%bz_$a31yk^eykH)h1`;bk7$+oO;t)=!MtDga7|38^
zxHuT&9^xaVQDu$-WFSZ4Dt2{1gC-bCy%|CX$H{|2<9V<>WX`TKRA{hAn6r}y*%3xo
zK)6n>UIA_)PTc>)-j{$qP2~TBq9O>2iinE7Dho)JG)>bcoc6xk^hhrS?2)!<)22z&
zHm#s8C@6y9fuf=a9^4{=fGdK^q5_Hv3Mh&k;)Mb#A|T3t+P*JfLEU%VpMP){9(dYx
zW-{}g&wTHhDVt%5$Krv#T-Yda_~j9X2I2#Scw7wSQWkqs;jT7FNAjV}F+vWg<CGE(
zl`85u6>{kWk@FT*n81ex1IDI+#)uOML&@gG9VV74B&DJ^-Y8QjDpocoU`@z?NIjV_
zPx&LN7;f~JF)O9Zn^1{6uV>^OO}H$SP?o!-K?CRYl(7O~gVF_`9Vq05vNanHh3&Pq
z?Bq3q5OE3;xa2fj{1ln+dh_nEkrA^cQm%IqXapg>Wi-m9lRg*8z#gAjuggVJp17S8
zq)vm|MFtHB;*Dz@)genPS*eUg;(>U`8?~uI>Nw0hC34=Or8%#xkWP|W!NcUrtWY$`
z%Vu}Lu65;&+JG*v;~YUP8G(2?L&^lDLcvrUWV}YHL>?z$-fDvLUVxQY!lI;P#i9kn
z;4mh}%7$Em^TXhFWqXX4NpfP5Flr+vgcJRqqNop)4Eka!MW%GM2E9?Wh&vNWQ6A?w
zyCme#011kRJtZSWm=qjd2&<J@Kb1@6g0488&eA|{j3h)wTm#ssRh_rwq+C$qEf9rt
zrrJYa)Fa5PP$?Ew5P>qo*kQoJqDF7fgGFL2$9kA>&f(``f-9X7m6n{mXhCU}C0&rJ
zGPuve6FyHd48;vlmgcJs7LI!GFMQ^hh+nGHL^3FBma}meUAD`-E>8sYr%IY?gQ^@P
z%gLR#q|>c*u~BzWP4FIykFp}J_L7*6<m?IyYa}>}#OSg4-GN-zs88EVMr+=v^qXLV
z$5;}TE(Mg#*Q|groWcx{TwPEEGY*sT@Hc?<U-_KiO9ZURVR|yp7L)>=B!eE<g%@%{
zwTBWlQp#A9W}J+1Mma0-<9s-oR_9__LN3HY2<8=yB~3obQMOzVAk^mI1ZU8yPwBw?
z8zW*yo3IFq5~T%`RU5J$@>mVpe}R1buax0@Ap)iSUTe(?Q0Wb2zlWEUA(u3sw2PEa
z>2#JeX@#B-$_S<CQba=%HJJ<mZCGZ>i(Z)}7sV0~R*`2#P1P(=8NEEO_thLh$MA)t
zbz!eYQP3wWB9~?IW<ts7scaTD6G0b3U=gkqbQuHT5@CuZS(#JBeAOXCrl_I>=VU&Q
zLX70hVIkp35jj>XDI2s>BTZ#X4npUoEIzD|#}X2|v|RF8l7bP7NWF}bJo@!ywLv50
zEV&$E8KMu8ejL|Jb)1&UNOA?GSpqayt4bt{#taPB4U8kDa4r&e6*G(!E6Ab>$b-9b
zxKl_(WJyU@Q{#uO66-~bBpJ|}12)W-qb%wi2%lPf;7dMaE}?vrJ(crPWQ@_Ovu;U@
zAn<aq>?d<DN?FY|vodHh6_9EVqX<<@6&*QDSxUkt#G8(il5$R^(UXjylc@a+iJ%Gt
z&;%vLu#1)2Gn^jH0^8fqaRxnSAmBvYl(t3Om{w5}qXaI^l8~`fl=5bxgh4i+wH(Vv
zVNNRxDWdw2)Cy;Gtk+ZG%sz`tV~6DtIu8|XyjNn0YuF@~S4zZu%$gF!aJ7esj)V(#
zE}e4&H(H)IDG0zeOF3SZ(&-E=P#IGQUxbvHUn$aj!Jhz%rNoNMfhq|e7d4Pxf>jok
zJcdiG)drh>JE{sIFCaiar3zZ8AjS#?OCG0;P>hBspsOl?=69qOOm*aO<4UPj$wqlQ
z5)o9^u*aG(DJ9N0s|3yhR*QM;q+O6Hf^;ZPD&&zMZ;IuNl;0%90)EkBWPt`7V67Cv
zm~FXg4;k2`3Zit;98AcgK-(`GeDa82V|8H3G9gz)%YZLMTrycwsxenOsxnskZ%qsT
zp&>_ttj1z+xwXoqo-C+^D3Mo53ANP`i8tytS*O~p&GB(<4sjJ&BAGT9lUhsB5~pG*
z3X)?<OpD}QqS0g_V6D=Hm=jG@3^I8~Wj2n`u{vZ7XrI4DdQ1XYwO)U|V9TT>(!4=x
zapO59XAg6JSJ<G)Wl=v`wgjzG#AvQI7z7p*MSvBnqWq#!!%ID?I!6Ph5_km+;8N9+
zQ@~$QVL8YCr>*JOQCWb_kroLbb;G!YU@cm%Y|OFBjKl%V&4M;(M~#dmC-DT6B9f1?
ziD<}2%M>|xjLf76ODKT*!V;A+5Y0JiIMf#<k;;5Z#7Nph<3-dW@d@FoGo<c6G8J;0
zq!Buiis*f$G9Fg~pS#6mVzCr(<rfpyn(N*r4{8Htn=fRGux0~be^LbVd00ehEHDOx
zi>6e#!=EPLB#%k>a7ty8C$N|a0#Y@obvH4u6oOhy<(iP9!ZAW9mJ|`pE^?}LyufQ9
zH^$^mvP?ea3CU?XA5NIuxtQJyMO~>RUoy$eUPU?Xr7^Jdf=G(e;F(+oHVKjHr1+##
zhPUJ*deNkgIO7Zp*kg`&$27p6b^8K(F9)I??rai`U^0mxvH^`lWCa)xC1{hDP()HO
zAFKAmUQbG>sl<T@BjYp<)?s0R`T>bWWd>4NE4B}&s=APZm5oS;olJ*6aegG9bIM>;
zAF%LlKU~a)YJ#3%vsu5=6OB8}eA=9b0|{H8Xw6ttsDbdLNe{v3B2pJ{Jtwq;3E~i)
zptV}1AoRy20T#4Cmks3n+PtSSv(+KX6?V!URcZrjT`&Y6i>^k*u@o+(Gf8zaV2-$q
z8MTQjYjZK+rOm~{mYj^B4Kit>+F%JXB0|~`(?lgMl;_>3PoB_X?qr+^2FkDt+$--%
zh(U+Vk3lB3<dl2d0+Uo%UxUUZq&^Yy0T7fE+Mrld+LJ+poKEEeu#}cc^Ez1>T<bzp
zvb;5zrtpMG=5`ewnIi5<com7bH)$_Re1%jA&HM8~UN1{iA)nl;LGz5J?5WLi9#Er{
zAOm_?&|xyF(?N#ynMJRG@<ZkVQz$_}kI$Eq#b64~+p_^#ieZ3GDt89`5w0KtnWprb
z2{Hp%Pa}gZp;Adnh*?R74;RfwwHinRms5;~Ep&*FS~$88SJS*1awZ@|RzS3XlP3Tt
z7h?GeC)WT@9)cnjPOc+rLzci2IS>lKy9n6O;okrUI&PI(=>*UD%toC~XK^DQU<^9d
zUZ3Cy*IcIQBBaA}*-|h>XaQ@NBZM3Y2LeicCPc_lhagx5HmOL_ygef1F{Q-<q63l=
zt5n5!QIxxMvM3q_E5_l(n3_t=m}Lejh3X_=AS$cUuS_syveMzII}`{v)(I&qkAckl
zy<t~jQyKfeGwkENv)UlAMm!-xA5t(@4zmarDV?x_n;J9)mD*KGlA3}ESXQx^&EU((
zZP~Ibm%>Ce94QdN5{u>?Dlwh#n;>vKhdEr+zI^te33ka5RnVu>YqaUG!I`oe%_6PQ
zx{ge!UVCJ`Bri3VvaBzjCKW-gSr<$tX@c{V5o5K728)qVkTySGFe^x)7Tb$SH_iJ4
z0WJ-UtYAbEidpS^#4Ur%9L}gC#Yow%wMJYfg~nkI`cX?+#f!<PKU8qlv@fj`@R_71
z8jvQvx>QOklL$)Gl$N^-VRzQ13&q2<=oFk%lO5P<B;^Di_hbSA-gyIHVUUu8ffFI>
zld-;Nx#kri)N0U2f!1e86{PX_;)qe=j&LF>_n4D9SpbujC=2P-xN?-+RDzFE?xHm3
zw{p^`qFhu2icHE`GtGiQnva+`%I<WyFufrVfSn~Oqt8=Wg%*$HBPqF7OHoA$u9peC
zKFm59(3cXE3P&?xF#v&Mzk{g&=8W45bj{6zXEU~v<uC_1o_sv=OywY?F^iOikVMKJ
zth)Fdo`Q+M5(Qa7rL0bh#1Y6sQDFLL%UBYTC<~Gpg(Pvg1)`0B=NFU(;6{gRS&+<7
zW8A<CjAaN54&0_Nmx_v%EQce}3>hSAu6rgKR7WN0fD~|NS1F~}lpT6rM2+&emsN$m
z_Lvz-8Qn1pmGQ_NX~YhjjW*U5G|Q4fxl|3JRC<$K1YU8$8?Q+{5(hCrwbzQ}!_Fe*
z%L2(`bp!+wPH63xqAiI<z4=5b61O;9igaA`5?U5cnf+;69nYJ!C5kd(eluPogqW!|
z<X|%6apqFmM2ccjD2WKga*3nE#)uaLNPt5|0pfH(J9ULY;0Psy5*W&PfFsOkOeM-j
zodb(NjD$z6#UfLx$rMeDU@!=V>|VNH)p!}Nm5s>kYJ*=z6%wM|z$?j8B<e~!il%}x
zmJ*pn+Ck?7MKzf(suZb=mG%j0B+rF{L1%SR1UnIpTNn$+tJ8?dP)bJdh=|E}F(5{=
z>b$6+B4wwR^n&Y%btxukv|3Vhf?-l-I?1|7V4S-knI)q(l7>LO+Mp^g$;ylhD5WbE
zF*E1ll^zK}7YrFsDG9liS(#cPx^$u$H><4~D9%wbV=?HK<o!iM5%S}OqDvk(N|UG(
z%GCsY*zXCurLL5a(pf-qh=tLs2^#dDE*3?ajjI!c*+OB-kf88Od<cRDiqYC9IbicZ
zj#$G=5NoPEs`jw<TqqO(FU`i#a4ZHmsT(TEfUfVS7>E&Y2@oDu=;)fqX{_?7+F$|u
zy~b=NlgVmxMrlpN&5>n)#E>kBMZXQ)#hwW#LpDo_l_APpJX*8pp#&if#@%I6it2(f
zXDo{qthm1v$vaGF++$QEfCE}0*c&@-!$m#laH9&FETjmi%6r0on1^bU!ux%e99=2F
zT9i^?rsNfLo~KoAPmxZA;Q(nYsa1p&O`=hAvgFofHE3n->4+(9a)|z<Td=9s`mC0W
zLba9RD<INh(i144xmZd^5rhPsBE-kMd@N4lW`|nAi+Z~tN&6_Hfn&*{yd0Gkyk4)9
zi>sX$l{TQ#npLD|4i~xFO8KRO6E-PCwww=H;#ONM5YFh;_Hfn(;?hzo#IZqHTIGbi
zuz;o+dC6LG<uzPc?IvVNfyox#H4%XGv<T;I7+=WCJru<Ftz|F4O9a4Yv3y2@xCO15
zDskB?WCKopUSCL+EfFJ#jF+*rpAMR19z#JPLQbnhRul9_o|mKr6nDh!C?|+$Mk~oh
z9X>ekEEpBM)8z%(W)xw>QFp=0Fd4eY0S8b_=5W}}X}QE!Haegz5%tFWB}GjY!PA7b
zY}cqXOoqzfS&-o&C8QQt)C<W?LBB$aB$YAP;gU#<n9N^J0{6ZbSE%3^fR7@OQs)Ii
zpEGB*Mm(6W(J*bW$T$;{0!bYPuOcH=sO$zy##}7YK-`*uhcxCZiEtzYSe{8km@=6>
zm5BhcSPru`f!7lDs5wY`^$}~-8?OReBDE+D0T)(a6{t=g^yjR&Oc^%%<eWN186|=u
zR>;}|N?PM1-~g(ltdgit?GGacnKz{`xlB5r23ALWm?9#tnPw#8794JyK_AnwqRE8v
z1}Br(hO+UXqXJGoXkxP#ilqyp-HWOW37kU>q>~D`%{rj&yPZ{21uMc<EM04mhkW5O
ziQ2tFpd3XausmSG35y670tGj27x4gFa%(bhCO`>JuN;rqxeS6*F$S`NKvrInlfwG2
z%qM5bw5^uFLmSPMOIu>iU~xi5(HdbSYOfzp=hdW3;t%;t62IA-H?vu5Je1{CX`pw6
z?1l(XMk8sj)@<^s38y~k5gitx7Ed8EltvC)@LW)Dv`8tpgW-)tw4{}0EB^7U-Vk$}
z<&gxL37}L2ux$d-;?}qmMmQ6rqj^+A=3T%a>p)`4RCQ8HMB3xl>4SnZArwNWmyh5U
z-0V&}F^k^`e1DOspEf!`qy;Y&LgBKVRg^68f;_9D)V7=(L?R1Zj!fciuSOcGHW*3k
z)ulinrUv5IA&7pz9yl|^LMfLF_)$KIrld{>Y2ajGw>1}#M*Xock6H4bIA(}Ne8BeB
zMkA3hE_eEPs%8aP-9;f`$s$2%5?FEChz!p;f+`L!O2a0>#uzo8GNjVQqG6CA19*Kr
zB>`}TvUy#ClvXkeoPICR$pn4G608kbE2VSFe9$iXxKh?AMm;hUkZgc68Oufmh^pk=
zDz{k$!9k;v((96CbwJ8tyo(}uA1vxUsD#yLaiA8Npm@!a${Dx>nndDBWib&pmSX`V
z6p5QtX1Bv<SF5Dug3)4O<vt`7pjoBeDUrFEc*>!~D4Y`&5}g<|vXob8OvOAgMU{rI
z&tC@VO`fFIQFiBav{!BrN=jW^?FD>Vop(o)@)+fk5Ycc@63m5NsaV1<QDkWu7fUCA
z)f!-NbCUKeiejQBmqQV0Fr5z?qNta#2q6%-Cfst1+hHdBS-4b=$4$yi42#M`gt45a
zq`((hM)5GBqt#M{jrNd`gGVr!i|PfryxPNn6wSuc3aztbcN(Qq(qs-PaUZD-C~*r6
zYYRjP3L&&F%o_+vx)Kny7-5g6;E=ISA4s@@1=t-Z`9T=TuP;{{4Ck?cH_mBLmoE^`
z8Nj*|;G$?#Be_V<CK|*f&Po7i3n@+(W0Yk(?#!_uEeiEmwL01#DvDV#3X&D2ycXuF
z4Jr+Mq(CdAMvsA%BRRb&H)AF_npPkjS3m)>6Q}`r&lEscu*q1L-^8Zu@|a&|ENFn|
zT#d^jQe{A5w}SMA+R{T1Gh~)?Y?6j}zZE2wuoPJ+;klUAm+?oFAn8NNSwPs3D}ggT
z+z!3Q6891wo7?KN!WyhVF%~BSoK8Nak*;MCsJuEAg*pmSZ8odVmW43o<yCMlYi0{x
z%9M&Tsc5NeaeEDT2-WA@agf)562`Pt5_V;CDy*0br6mvrqY=VWi&iLN9L1F6xWrCD
zemx0XQYweSB^Fdxjnt2uboQ7&9QE4DYPuLA=|m)vHmiwPOz#5|lqq9e!CJ`pUA*5N
z_0*L15F&&fuAqtF!c^K-^rke@7_7^>fQ9KR6o3s9ilV`U6u3F8QU#pP!h&E12T&tw
zpwUHjnz$y!$BemxQ>hhdf?iMRIb(`5C}`N6a3u1|l078^5rK~wWL7nZMzATGF%i~S
zT4@YhK{F0MS(c_PApc8`<6)4V<Svv7r~^~@YC*0H!iPlO4*a^fXyS_{StNq#GzpV5
zDRG$Gk~C5jlWd#-X$U%$rs9xMmJ5U&wrDZvixKijA*+a%!dd`KTcnl|#OYxp9Ps%e
zk0Hpq6yX@=bwS=d33BtZUZPx#1fX<9l4cE>00EaESq0p7C?ry4OiEEM6v{}Q3L~d=
ziZ#>B<l*pQGMkO0f=L%E8n6K4^^j6dBPw9MO9%u5B}>SagjHz|kT$3>DrI39L4qDV
znwRsoa7mU*xMeYrEJ)QF)LKE5jnG*|E`@SbMhVg?QiN8G8gZkN5W<DBj)lBB2}ZH8
zpaN*D0XFR^ds%4^<Q-aqdRNwL0(yMN?XX*F3^v0gNj=E*iwO>u%@t2kNrNvhY6F>A
zreu#tQKL;;wuGhC6tr5dSCB+QK)Y>>n^dy}imGb1Ky~RINf}5I437zB0syN})}u@=
z9EM$d8N^F+f|Rr{D3EbZ&IHNQ0mhCeU^Zd_hh*yWOvV`Udo!HWR&7v6W;ou$Adzz3
z$GQquHDQj}(vZw2G0KXT6p^;NA&VVH>3BiO`*D{PMm=FV=9YtSKVFEWku)kwKp4@*
z_-nQvP~OziEY1f&LaYu|ky4KoGrQ%q9ZE_OeKHloWFBi&;!8wJAn1yfOKwp@mz)S$
zE+(P{WnOQzxd{Q!>a|o&`*MZTHVQa_N=np<6+yO^RL^Nbv@ByL^cI8Q%^T8M39E*v
zve}}E(UOu3RfeUaJ54Yp87BA&4DYgP$_7qTs#yVfjooUC`{hB#snWt}p_qyYltYgA
zb83&Cl%hUA=eKb#1<NBLENEA<T%n*#=Dak(Bc}@JsaT9rquw+~o~p60T+v+yI))#H
z<5~qz#W^vbRog;t4@j~hB?gi-Bdppfce_QM)8Wi2fHExs#*sc8(kt9P*b~+S<!VJR
z05bJzF)1L;3bajY2J?ZG(*gv-*I7Ilw&#t!Em(51R;3ctE2AL`Y_nuR4knz92{K)n
zR7jXeq>x8}ze?|v0bP(|vNaJPVbe*!4y+^6lq}{n#(*V6Mg-CeF<E&k0P>0j4_s0T
zCNnG*O&$xKFZp$7(qz_$NT0)1D5ylQ&lXE-oUvL=3g^{Oinh2($cd&vzI>AAG*aFv
zL_iv=9_1rgDv43RKjQK_^;t1%OJ!vst<js$BBIv_lIY|F*gKI&FhZHA={7M;t;<`$
zG@3DOD3{M_KpI}k7uQf(GHfbgTsn(FMi^MxhBR7~aRlUw%7~nTk8;4Mvjz)dNDugu
znzVAhniU`k8spxu*6U5CwJJ&0s!6aatq(Y&0>-R6QvjKNAz2(NnZquPPazl>uU?x~
z=&~Tf#Y-?7Ffn6Ez=m-dRy5UQN`w@E*NY=);6%rb1^^XpR*#~kR3f5CWN|LVS}>PF
zX%>oPMhOyjlwL}Lcw(HFEP^GCsgw!<aCa4M1~95lN*Y9N@>)rhgoA0DU9e^gN?RZ$
zCrWawL`nu23(Q(nSROK@^`xKRbh@0?2{sPp6wX3U;dW_II*dw^;G#H5uBH+L&u<|e
z2J6I&71Ibsl(hs4Vkf?MN-%oBss&nuTNb8$amMX)1k_Hw0=O-4wL20_6Xt9Q7&9Ob
zM3#z30<xO2M0xC39I0yjz-moq7^dJbWq>FOc^I9QBNfi10pw!SZjZE>NN_F#Q0AdR
z48#T$%1FfP2A;oIEUgWO{6x)lk1!z%uSjqtq%4yl%hQ@9&1k~q(Zmv2GiHqmnuJpB
z_4u@9Gm7L*5Gg<)Vb5+X1sxHJ6LSTNolf$k(-`&DRto2mIV`*yO+z*nk_90JlPJ|W
z89auYc!dijN5l=dR_TL7l)=IpVr37nW1t96u!gifrU>eCu#8s})CvJ4AXO)Y;>{+l
zwnURyCHkk%(wqYXw2+KMqYrwqtjm)?O>8me%UaN^)s%}7A+6Ga<vk$G1pMb=N)jgQ
zcq$k67nmCRDhUh|$m)WEj|Ms?XSaC$jK-2O8_JLg_@lkv0AV9QuA|<}62R4I)>>G~
z;<AI>%b-v1ETx>J$z%`7xm>PL<Jbrq_j~g>5o5(-gf8NiFzI!PVt^;(z@g$b3N#PW
zIWw37A%hI?$TL~Oz=KqOF~kGqz-=xYO$kfUC{IP*HQh#=b9wZ>6jp-LDj2nfV{%tg
zMJJOfJfNW2WEeI?DUf$yP+ApHpE1N@5icnR8G~t#QrN*x&uGFL)xs8;A|%$fLP+Dd
zn(_JNYHbOM3YK`dXw?+R0LS_L=`dJNS``82sU#6BCZMH*Ongf`lZKSZpi5N9xdMZg
zsHogWyZt4k#vH@~Fv*J+2`6&?810v{S~cd0kO8SNVAOj(xPyv8DuM$}4Y17U5QLK;
z(aQ>Kc1b`Fhg^udLMw{3NRsxN25ZTh3b|5R8?KC7CJ7_BHNomZl)6M{wH_~<EHg9;
z%v)(fVou@qywf0;XNsaXUu{#zAOujD9J+uM*O{uYiTS`R=)#ynX+qdAMiF9wL$sAy
zD3?5<Q{uO}!P<+s{1!6@7`f3z`kW@Y&R7(R6>V2kgZyHcKpDuUF;pA$$tr#XK&6<^
ztTmQBq}L)!laz-s#hem-EG~zkw8;n*Og>W%qD3LdQyNsNDaF%ykl)Me&79P2x5$kq
z-cXxmXFM0u2x^++tvmz*qGpu9EY3oa6pDV5u^QsM6Zp>a77qA_Vr3be5)douiwp9y
z!5mcExsWLUgP^g32@o~YOpYr+{yfQR%OLj;Ho$ZqC!~&I!Rm|BDZQxXb!0A_6DT*U
z04{8kJS~9zv0k6CGAke*EaHR!&OC~|*T@yBL*^_ABWeK#AFh>iUKVK2UWP}Dz^4+y
z;6g~D4<KN{P<BzT=P*yf;4GV6uulilmR*SgNNx1S>=izsvB-s*B~{@D1w3HY!X&JB
z(-E)L8<8Y1dx$gw*6vjZfHt872ZSpFvO{xP4hum(tFH`sY$3ms#NuW$sdJ{-f;wLd
z2a_@rk)RXyFjBUn5K!PLkoCeC3570PqJWuVDVQL&8`0}^M$r}`RieA3Yz%4Vyb%|v
z^Je{do0p3DAhbGU3*|EjE(cqn5Db^XP$<OuQWT<+2)<xCLbx4jkaVMDWHE)Rpm(Yh
zf}eG$eR?Vcl~R~M1!V<8K?(9`lQDly;nXV~LLrh%#W){cz<o}QDZz4jyNocVJRT~p
z5(S@A;)_`Y;6Rl6v@Rv!fP6UZVoP$cp`;KrFadRd1c^)POid-$gS|#JuQLX`!US8$
zXo>=msj{?$lL;lDbHpPqOy;x8>0~;oV-;?Y^FeZzEI5f1WFG_5%pES_1(2M;=kc0{
zGpuj`?1f?0U@_}uNgPCgl4Y3{fL&CXfp(BiTMAYIxWPOnWfn?X{G>L5*l@Z48^E@c
zH0AI)5xd}kMVquHmkZi5?g;slrjiBH<;zCeVitkT;sU923RsKLkc9zB2oPs32(EY@
zcQGkouA73uTShWc0r5IWE2c5fNvBPyEj>BQn$3FPfhzH(AR35cIf*~)cgg*@(-}!q
zo`@=^)Pp=keOk_fy;fPfUS&}GsZh)kWk4ckfcN2fvpf(;5UyH!Ohn|pJPk8~Mzpdh
zNBgz<P&kqoTmsGMFcxAU76?W~Udek<p7w<#@tiV*hU6i8-YwIq;&fQ9OG->ELE|-<
z!q~h)+hI5bTv;Q?7*=P21uVsiq94ZXlq`&p3b9nsDm;iD%VZIol1qU=mPuu2Oiogw
zcNIt(Z^vqKxd3z$GFC~;M;xqQl64^xwun${*?{I@w>+tF7Zmcm!|qQowopoRW_^x?
z#>IPLX+Ln(6;Mjz3nxo3;1|-G_J!hBm_>Om$iyvayDQ?irAlnp4RYEsZ$v8(q>OR4
zXyK@E!7L<D7VN<dVR=3ccvg@>Wnq`-W`gphP9fnM<0&RqE=XMoKhCi-(Q5%g0I-!^
ziZMP|Y1BI~CE{W9R=w6O12K<~3<a)Y4+tqn5HSbh20@RgGFWn17&z3!-e`5{SqpYs
zKJSM^l0-^CC2AJYc-={o2!H@$&MOp3oYX@2ba0wd0Ip9mz+%Le0DdJDsK%B&ofq9Q
zCxk>2KDuUBsAR#A9rGFBU^ecJ2O)C|h_P4(&e<axFt>tLqNL3UkeL>8$eFy#&5JfK
zuRyXX&WWg<LP#%h2|lv2IN=(w!3uT2Qegi2+=$?W%|RJj%412vY{HVHk9R1Uq)<`$
zfO|=00l^1{U9?*{p!*cXva4vq3n915WiAOxyQ0P%7>`a0@(-hKi>oA08G*kHtW+>{
zAaVy(wp>=}0EwMxI&Y=jieMJ<gghCrtH4H^l5R4alO}>(IKrt&Zw!KhM>f{hcForB
zt8LCM^UCh(V|OF}C-<7$Y`?u}Je@x7hVz`@qK+IUkU8Ey^;~5WG}N>Q8Wg|scsti~
zf-RQ&?Jm?BvV}5qjLHcnfl41anV_<{9}vlA>#b!Y`O4`6CT;(Go{sj$RT!cH2@g7*
z76ksZT3icjbT|f#OB}|uu(~=;zpQs;rW)HcWpY9&6QP>g49OMJC`?7K0mp+!u8|{@
z{2DxpNv}a<@@O;yQ}VDBZ)*3by2rGurFgnPMfE(Jt{w;Q`+LUwRtesluIo_aAho|f
z$Ybgq=}d)owV$KMryU^QuhH(9dPkaVBEV6DJZc+#BW0Ur^Qd1c-KlJ#cT?OipEmsf
z4sdAJ2Ky?sz_AaRlpdTd(O;JigF{0~0EiSgY$QVUh3X0%83K4??GK<2fM;*MsZO&x
z0Geo|Zwy>$K!m_9f3UfO0VvHux>zm*1wmlV;nqPiDJDk;SI+SmTxQt}o1=1rc`D2D
z!Znri6re~bD}W;^a)YS|AId=Bq>5hIOuW*6Fqqzl8$VwE8^?Hf0LN1HH_p8H<xDiq
zYyH&y$G8!F<k*ShGlZiG)K0=UYBYV1`muL~^Ym|G2z{YremX*_UsMAp?eIcA3l7t%
z(6m3n(;4BHwd+bWw(}pO0N`XE;&)E*5TGnL#N)^a0Lp5IuH*zQojyL{K)Y3f)i^0A
zMrCr~fE94U%W>P$XTZ5GzjcyGt)0p#LdR_Zyw3334IFz62^e>8d*!&ETz|NVw4)vz
z>12g_RDLjmO~iDL4l|SotcV=opI}9o`s+hX4y^0nF7#WiISLe?txWr`Hg%-LvF+GG
zVr2wwx=j6xi~{fnFdMy#{b6}8a0(BOD=VwI_UK6aHAYf-ny3_%R{t~=OdPccjugyi
zXraFbh(j>f0>$T=N>`sBY56d%j_UeR?KP3RGSkO93q>7@A5|K>z0!dSk8VDz2ABg!
z0M+h{>2E9XbSMhe;WbUCNLTv*iy}wHP<w6V%}0vps~5pEw$lI_I=X)2kH6PKgzA61
zx9daThu^MSWj~HAm1(GaI{MYsUw*wZKwo8Dx&;8icz<v0TZ0VDxUvu7ZjeeVAEkY&
zr$T|FfO;WVpL8fiu|ljDLx<sB%3in>ku|;Wm#zK!TfyN%SvE(5(|a1%PmPX89{+mP
z%8Y>{;i<|^KgXH1UZ7`9z4=Aa`WBC`6aUB2)OhK_(Os(cyuLgCCty0x%m0U^%HlnG
z-5!gjMzZ}uDAfS=OMZ2j`PH+xCbmZ~;7F?qK#s@zeyJQ)#&MYU_1Ba_ncstSe;W`L
z;H0(REf=5|hAsYXF*O5Dr8|D9+S6Zl`0(J5JIE#qxQihnk}&XWKHE$h{EGsxk!}@@
zp?AFUn(BJ2zL08&QVkifgSK)SB9QP6(Ph)Yk!?UDt1ErH)qA8!mF3osA8UNYuQK6k
zB@N2}m&-BouGZ0}IsPRr5C7IUntwwA9&VySc|-49mF`tqfO*YC8pnLp<Kqmvu8lMs
zrTS}Z0ZU`$>i6HTCRB81!sP(|J9lHv>Z9MU83Cy8501ucR8Oh{sXqJts+Hr#z*?xU
z-SqhP8z@y5Nqzmsr@vo4Tv<HzwQCQ5wes=T+Tlq6AO0Ox=y3gGfM927{(m?)OrQD>
zHG2I=Z~#l|P<(<R!Num|RD;H5w*R-_;g}g|HfK1dg})SUFo*J)|1Lz-t<eAB;TK8+
zFdc=Hj6oc;K>uXb;h6XTr5HrTBKaR6Dk|o$>T?x^t*W#BM|6lf{&a$A5a0my{C^o7
zj#=N$78!L@`j_GlwweKUl3}85Mw%%x{)dR8Y^Y<*O-(;=`-80?AX0<5AGl-N4nCed
z=0;OI1#9f`pAHSY4x7#77I0&A;LNYeq!UbjX!=P3HUKKj{lF#Z_I@W3GV11~nZT%@
z)@BP44E?2pteLo|>-`A{3vdlI;28f^u)yl(rP;6mmkIsCZ~7O61zLecMV$N>u?zH%
z;^G(`<u3>f1pTiQBS_<N2UiYN#e1{)#a~>ER5Z`Sdgn=`Tr^H=ErZF>yP3+xA7vKx
z%E@1hSI8<l=Se9<V7!*y^>11ue-sygbs+*Yi<1->_4>h|%rO4yz)&{Hk&{mCRMy!8
z{{u#|lS&Uew~pi50#1vHYwNH<ax%HL>Q%pHLZjZZ)NIxBk1~z=4xDg44B*zX^+T%a
zXT^zuoJ9I(y$0A!Y#@!AMw8dE+1U7lZjAc(pK#DPEKtCQlgf?p|5={Yzy2>~nE;Px
zqd1YDWVonzTsD(o)bsLYGYom1p7R$2hO!Ebiht`Qb9*Z5Y|iH5qH#M@lfm0;T-3e(
zF9wUM`dRgdpJcH3gSuzEx%)p@9F@@z0`4F<0-~xFc5#x4kz;IvX7Y=Ay|LNAsB^sj
z#rQ=H7?uCc{bUtr$k3B06{9|zzM0rK23ySrhwP6j8THjqOsk}Zj+0ED)Y}DrIyC;;
zdPdbTeo_LXUQ_rVF#e<dPY`l%O6>z5Pp;Iy`q=rO4vqQ_G*j8Ax0z2kaRU6}P2d0w
z<fL+Q)zkJ*$3{KhY9==7#L)={jl=c{h{c~&z^Ef^GjZ{U&6D~BfWH_lfK6hn7$)X^
z@{<e~^}2mCfl*(**`^87m>HsIwCDa}zyNTt^#eX};LxZ5<0P_L>nEm}z^M0YHyap#
zP>|I5LryqBQngILf98IQ3NTJ4e@6YxG!q&1)tikBMWZZh${lSc%cy5rCmu8^!UUiK
zK%-)s$WNm1J6h*xY9=)5XSVs!sC$1ip;6ECPB>^(^$Z|W8liC#A)|iPH4_>2GxKL7
zqfUK3;eY|Mb!-(C!`!c$m~k?tbJgd(G!q$rSe(?mV4KM^>MiaQ4;qKX3CPkoxipP>
zM^iJQ@rT7peR4=Mp;6ECPB>^(trMVRH12Ok{(H<5MV+G1Y<W_jXxL0>)Fb=Ega*jo
zY1*-fo<zDvy|U0uwo#w@(`;-U6R>S2IO;{(2?vg<@md8(Rir3SB5c&t_Rq$~9~3F|
z*!*MAINrIaM|KU=c4q$iaiG6?{^P%M>|<?@!tqW(jj(xeSP!3Th<2ybS#S$L<%H-)
zZ{d;h$2ryLs3xl?o;GbttX4X?&OoglH&IQ=2g~liDDY5k95kC3*Dsi6vf>ln?yKnb
zRYqJrpyp)a!?oicn%3l>&4&M=`gStFqIx*Z$+k_S&TZdJSk%vI^SMQxS@0L*7F91%
zMW;X64yUOX1I@%m-EwU<Eb7DGe=%5qSOah#o`kTdcknb57In<#f3P_E*nLf92WZo&
z0w<Ts`Tv<))O&>girk{Qb^IjTqwxp1Mg6okn_bkgo4*(=s#`!SLIgnLq%u(JJu-i?
z5UGdN|4&$)!2TdRxGyx67b{od#CaNA=T<#7?7zkTQ%O+&_l<jlOBHA&*#G$*IB`By
z>Mui^B1zS+$MMb8yo|r<K|JDw{EuEGWCtg<HWK2feTTo=J<yAq53x$MKc9-S+FiPp
zTblq;f3=%`J{7T(iHcI>Fta$ZsQ3rMCVx5>VP(@!_7e?@ijxS7Fxqsm%!x+DKM>yi
z^RXxcm&7)T{}XFP|AAD^Kc9-yCg1yshQ&W{-qfE?MP<{zg%gd4vXh7{9%eo#8WI0M
z8s(pk#KSuXPBbDmnF1$)#tr{R#Pk1!6@9!mt3t4H8NB;Am(<oOXsKL;r?Udcm}s&e
zs>vBgJ+IzV8w#^|aOM3KzpydHG?U5o&PHR$zser`0KvTw=!&M6E9Me-*c;q79?eH6
zzP~EUhN%WZt8W08bMqm-)PRAgZ(ryag&JRZ{QlOSy0rTKZNO-Ii|H)5%^h4})pvlH
z1s9f5LIahF_Pc_=VnF{k;8RZEsZhG1@{tWE8`>bs25Cd}Q{TRAAay85Rc<<NfJnbe
zqc%y7y=A=(WDVs6O#)oD3&Us|$ej;Y?tX26D(NC{8>mvfiFPdCfPv;+Z6F^V6%x6I
z>rfPLkVz}={NsO7tkU?u`xli~YRlz#1B$^7D6FV!36o<Ds8ZH|D&*B)5LD41hm`}{
zK)OtXje^V98-N?HI=ITn8>#~b!>9R1>L75N{#BCK=v;Z*ze4B6yR45UvkZ{+cgPIO
zYF%lfv#k2y*Jx9l0Tf2SxNHBU)la|t|ChBDjV&q^fDX8<L5?-eA_B52Dt|Glyg`9t
z4GIjeeh1XW5%5phppZ9}{bie=1XiIi4(0(+8&DdR!k}&iB`AtE$dC%{<=}T2qG-Ut
zx5`trGH2kKv;mPR8xUO4fFNK7Q5duaHz+|#P)7+LJyQUG8C51nH%(oeDq4>-XR=?+
zS>+vv=M3CoFHk(FQ@Qb5O92c}V3MdzTu4;9g;Z+RR#zM29kYA^_LAp2tiJB&(+8jR
z%&G0(TfE|idAFQhdU1!iWlXo%hrifb7#&@XTzTEd=i2XG*nRr&uRa|e`-Hopb%NWl
zJltjQQ1U0|p533#^K~oVJ<)sBoiiWYH_|_<yL+;3&bfCi?)2k;OZIL(82rld{eT-q
zq~Ce>4*LEgZ}%&DI>P%t-Z5*+jxo;!J8!#pLa$rpb07ZsPVMfi>9yp;vGikaOnLea
zd(VHi9=6u~jo$vk9jm|X()W>xcMQ*L{p7n|E0@_<y|%UchW6i{`>1|X;ohs~7&CXQ
zx^l=Hw|()#9d|rCwNqd*+O73k+pt>=_jzw$z4zIn2YdfC{lX7sZoux^bYS!a$(gc!
z1J7#JZ}rO72e$X0_SKWOQTKf??y2F^_vwcG(|FHkgML`K;f4c`-NyCox(mLw`<>m^
zL80x-AIWYVe_`gePHjDRH|R`nEWiA7-FaOeyyK9;{i3qxfrjwT@gvT{9$(zygR8n+
z^VAP#U0s%blV~yh(|0xZyfLop>U$Jl-Q8hzY5U`MWgjM2ywbkw!FFAHgxk!Y2=zYW
zs%OV_gyQp&U8gKwwtIf-9nLxKt1fDP%_pZwhd;2f{QMWbP4t3ue%{|-k{&Y<R{uPx
z<N3Fb(ck!bXwoBr@gHX=Keyx6&pRA^XYz^$%BnlH>&Nlw^3b)<opa%-mo6dbZGU_I
z-HtyyE^X7bPlws=_Tz~OlZxG5zw^6|GwnYRm)(-T=IqP*EXVX$wtI4Bi*xp<1Nv=0
zjk<JypBIYzwj{1v@?+-EH!I%!`kf)YfBahi`k{kAoPG0GOAh_KV&2qK;E+$2-QA{e
z-H^@H?Dsx6eS5flDt73sZ{G1gOWfD?>USeELbr|_@0&9G`@dx-z3hsRh%oVBi?<%_
zx#YEU<db&l<cL?M3Oifvc<8j-&sg1~W2afqKkQ#J2hR@NaLT5)zBuy~`rUD($nOr!
z+V%8`PuhO_$v*~l8TC|Z{;;#Z?W4HCw4>NViA`GB;U9P2Hg>Y7|Jvkx_usPVl#AEQ
z+~T>g%k-k_pU-^Wf6P6;M^Juj*S~wl^lg|u^1^$T_1ZSnI`ll-6Y$W}OTBgD4WDdn
z*XGieuL!S981Yc6P5WJ=_;xKG?fV%rr^hWLjbE&9^<lqF%0!oQ7mV!QV|2UjEPd(S
z8{Z<jwx0kUh)O!Wr`Xctt6Qht{>2rqm-fdOVZr^kK0T?!4W9~!aMR!$&fT|p*n%JY
zKhvL$K6qBJ%zxni@yrkJc$yBh!c+5+nTGD(RX6+I9sXT+aYdh-epJdrXT^Igyv(;2
zn|Ld>p~u3$S6X7vou=N`sjJ`_IO3-tvb(aIZz=CUySxzk=VP6Q>>c)~VfMvu!DOe7
zqaVxJ9qX1pF>h*m$fFNzeQ)yJobAIqKRo-HEu*$vz3HMQtuDN|*9Kh!6Pey={F7Jj
zImLZ?>;2)!rVqMpv&8YSV(&!dpqIX1{k8DX*k$>ZEth_i9-vs*dB7X3edo{X;J+@s
zU|asxe~g^-!sNx5w!5m$aLt8ZFAZP7UiHP&jyt1Qgl}ni{`#J$J^I;wW1WAWJX(Ln
zZLPbyuUgRZ4bAGsGgc=yKeS{+yCKr@y>D!O^Yf8(-^cr$#f-OqcJInw4W$RqA0d^K
zKaA@);OxEAHn-6~W<X!>e8!s2S26js7v&$mcjLI1HTuO*>qT@lKIh_#7n|N2v1+B_
zt~LwjyOs`%DyTW5Titi@r}Hgu9O@o?_LCb|epY^w#VKFw*mskSPb?ogn{B;pjLf@f
zeCD(P&$k#g=zjm1m$S3)?(x;ZF68JD{%&)p+^ZY(%Gx;-vYXz$<TdW)DeU&lh48gd
z=t|?77WXU_dRaayoqFo!?*_iQXZ(#>%l((ytn-Dp^B)%m_RLM`)#d5SUYPKft<%F7
z9J=QDIgyuoT+HnFd}QYzpPszn;f9OeShslL)gyatS@p%Nh7K1^yZE)hr5(>3@;8sN
z{f<@xCYMHku(0z8ao~u3d#}7JE`I#Nj42<Mhh;8%*`FJOJ(QQr-nn@Gw*yB;&))HD
zaXlBfJNMpoL6(!ZJGILlYjo7m;OMD=8P|`QegET+&!kSz?(DGRg6@~E<A-U!H!Rw_
zU|Gx6-t%6)Gn;$<%JrRRhGiEo>h)>gR+oJC$d3HTPUk0AEgXMt*Nbo8&v>x6wr%j9
zxmGH_Xh`CU8x1}E1E+;@!`IL4I{fkraQn0|SB|`H`Igq2hd#ahnpe)_&pB=AZs&&!
z?+BUB`0zH@@VQcfSh-~QKgfa45WQ5Z4EqkaU;F5uZ`&d;^HJe`blK%+>u$TuhXu=@
zxBS)_zj4|VQ%d10-Zi(5?uTPV`?TfjM<!NBJjuCNs=xnx``cLWjMU>hZk@dCuGo!z
zCY<5EWbPGb2(vd|@$AIuq0X<RE`1t5JG*!OhBK^r#U)Fpe4JKq{%pN>@i)(Hy5ltX
zhr!b>8@JIv^9lN+tFOM=_s_(kE%&tid!Ieq2fqC6kUc*>wJq_=i!DaAY2h2ShWz~E
zg9Yi5r`E0W?>qPP@B2KnxS##K<wM)AIQ^?{=Z^Q-4z<EZ4b<N>V)B*lcP|aidFC<l
z>?hPMse8TqUcO<#%5U#^;LL>`KYhxO=-6+0x9c~}Ie*XKZ&q~_b}CkgRAke;PYz4H
z+Is%`En2iYBlS_AH?}@&LHix-d>tl#JAUtEcqw$I`U3R)Hs%Xj-Z=Kj$M%H(w)gr5
zM-SbY!55Cv&zZIIs;@rjc*+Y;oPXgq<YG9uVB7q!J-Z8Q=YP$-xU1DtzKwt3z9rY~
z2rGVA`Pqm!t~+G{HemCCOLlJgY4YT`FZs?sEwj1x^*goa_E_}%<6~DYXn$ev=@)*q
zunRnK&R5PUHxK%JDu23pV(7jRuU{=9<0f67B4&4Jap3lk-`$$W=Fskk?bqCJQJ0QO
z2X}e%hRFN)j4n^?i=02H<Id~bo^y-l!403@xazU<Woth;ZOi1Z#x11Y9G}ci`0R^I
zmYF(kKI6gCnf#1}Od`<L|IJG~RuDgyN2f{~N4xG{@sGuc%Lm`#^iAzHp8VkXcI`Wd
zBTs#J|5fYLA6(k?%R?c{q3(C2uY5@(?4Giw<r~3e_d$c_AKdoc>jS3mo;diy==EKD
zUwd({O!B$z)c%>zJ#pwC^PZb~!GT9Q{o|pR@Db<Ev5fjUdH$B=2d?cR`=(F)##2ID
zUc7wE<-258YR2v5Qp%e)JoNam4|=a(zxb5-w)dod^xa)AW_Fm(oNlWA%~jp5?|VbX
zy@Su}d}z=kV+Txrxznk6-y?5IrDt8WkZdvHt+St#W5yo2jbdWYE!Q6yk=}60QrGl}
zL&oeS5*N6~jOtd_-0{%ep0{uQN~(!Gf~p5wC3nugwcSm-?hik%eDcDUuTGkGhI{Uz
z@=b!Q&(NQ~dVa&r-_P&lQ7^rH?6sfld9tmhO^X2sCJww{)9KTuoR18-@{y~JEp&rM
zDR-_PG_lQr7tc9;i9_?ms54b>EZ;KYl?js{8@=kPzpLk5ub6xGUe#^R(&X{a?R`{n
z>P7mreS4Srf4_1!UKmVfA6uzzJO7nF6E7>st`1DRR)M#%zH4}xR}a16sc$Zy+V{)h
zl4~P#`U(%cFk{UrAAdgahM{jQnMEr8c3%7Izb?Lh>!QnKGjor3-}yxM8LeJcuKYqA
zJov1)zeGO&?lI`=3B<UO>t<~IsV|lyF8k#2Vf|lpo39Kg&TO@K<hdP&%wc%=jGu1q
z9@brkU3UF~+n2JFp}l(Q>jTVE*T4=Pcir~)3HVFJX99np6h6h(;;oqvVjD-So)((&
zb(c>+xenWcY+gRR_hn0M<HooT+&tfByZ6Hd9S=(SX4(($J7imzuQ%YYKe=zSZU5#c
zTs`UWAI&Om|6u%A-!65W+I8gSajpLTp!4}8`e@6Cf9n6jWaB-|XPss>jL}bB)ZIE2
zS8!9e9(s1HY5(&#?p*R>zXj_evS$}4pS^r&=ia84>n_~1;oe(ccxl+8p<iZ*Zc`Fc
zzrX8+dpo~>*VEg&zccjE!Tme8Z~1Q7$dT*CVOtevCH8LIwdSpbH~(BXw0qC??ORs4
z4|ZOY|8Co7Kfdt5&hK|_U%PA9ph2&(hxQ-bckqj`pY2;Z@@F*rc*CWGhu^nn*BQN+
z=+4j!rfmyfF%La>+GoplYyO#kKYs7fOD~_>2A<SywRu;0)8ac1Xm-DP^U~qZniOAt
z`t=JB>^rmn&WAtVI`yT~KmMun(&0T{+<)#Q;tThlQ~ZeX<01RmzMbB9(@}JeKl6uY
zFZ=jryEx>#v5uvN@3!xGvsm2q!aFxTKK||Y!$y44txP<<HU^uom=+q=qsJP4iOl*#
zfw|Xz*Da4uS=5Do{73z@cWxvaW?s<8m}k4abmp$}&ulksamaV=%4t`1-PBdTesg}p
z<~H*i?B@<w-9JZ_YCHSE3l`k-4ROk@+86KjnQ`6s`mWk~K~Qqd$W%}7qRWSlVbW93
zwZk^`eB{n;`zLxQKXj&U;a0T$pxf4hLbD&5O*&HN&A!XK{H_%Vdg4NR`dsAFL1<!C
zuXn$mb;&c@H&rWE%!9t(f8i4^esIr#(b?|TwwFM`WPDv>d*7X*S1!6VJti@tVA77>
zKT`MsP2D-|U?QbO=C{3KSceX?o_tE&LEoA9?44I{|1|M{HkuuajPgHc@Z2;XoznS(
zzjY{m*mm}st`DEuv;X@SIocOg*h5+6S?90r@%HM+$FzL&onChsFAlBlN$g*-PUN4l
zyuvLytGE1V-<#jucUih!^{v+I^P}!~Xgqksy4z!kPTFYKw%4D>8PeV<j~Fh#@}b8E
zo_jZUN@2h``#-&X<=6#!x#oqgQyyH_*vm2A+{Q!V1?zghb<wF`wEkA#YTk$2T0j0x
zcWg+1?%hG+Wka9LzIqLH+mzYgzli68H{2OG<>yNi=XBlvRCH_m&`@I5Iq;N)E!TJb
zTT1oh`73AqZ3d#g*EX!>jiZ+s?3&Z2oiS$kv#*$zwxVur_;KGO;g(ZI{B)D+O7gaw
z0~gNIzBj7XZ4E1We0a`t&n#LX%Td$YfAeVS{>M&-wvX#}s;$Kt$&Nd|G(Yd(__rQA
zN2&Ht3$E6U4Be5p?ejn0rOonHo7;8nu;-k<y)PGsZ+v2Q*BKpU-5+>t-zMkhBX56X
zTyV#tJzvUZ1jKo#jJlj(^w6GD-}~U;4WBsIZoTiz39hk^n)7DEt=~Q@zwJKB&`D#b
z-979Q&C5*Z?6d=?hx<=@y<KcV;i|p2yKXUY^4Y3E((~uK`rJZG@7~+-CFbhcFaPA6
zcg3n7&wB5vGgs)(wcSPeJA5Y{`}zgf_~QM?t~)(6X8o+<aC=^L-P_OhdS4o3+O7F&
z`em>37u+pK&suJpf5V-(g-V^EbLFp$9KT}q$Y&Pxbf<QF+hW~n^ILDX?R<adiR~`)
zKH9zQg1+=Mo2GuYwV&*I=v!vr?qt;MXv?3PeHVUXWt(vSA#a~;dgApBJ+<c!>ZM%G
z9GHLph_P#Z>aQqn;7i|qbLwji{qBDE$4kiIIjigwZIjkr(Q51)>+airL#x@Xnf^Dz
zlkLdH1JBNCh|N1=*qXV+=WKfG^5VsNkx4Hen8NJZ@c!;C^X`!$<n~KmT@vX0*^mR9
z$KDrNvF<(MR)cceo;RQTcJ961dbVk}+u5GmGyKw(`}i}aUehnu>80UY3tv2-={^3Y
z*UTN(y!LT=<*q$1T+;rZ2U^YBf6DgFmbXXUb^gQ$9=_?dD?UH_*3Tc6e|Y8_BjC0z
z<}b<m?^_*Q{8Ia~p8a_4k9~KJ>!qFdY}aX9N@Gr6(tUC}=uu@uZ1<q4bMJMo{`sfQ
zx4h#Y`g#9-*M;VuI<`fm)#>HO@B3(Vhj!@dm4AO=`I2Dt%8ieHF)jL`_tkC5OHS!9
zYs}5Imj;i0;-A-9zMA>=Pj~P7tkq?ZYX6N}mw&$RoBsJX=e9lY+|t*bOV(~PEgwC)
z-BguRG1t84ZgTHKci%UF?_Jn5ZieoI+(4sY`enPmb3NDfxkqP2mZp|6<FEIxf&H3E
z-)jBu%bAJD%=JsVJ1-j0{=N|%=IPsRvreBr;&B33UfR8o-aa!ugL@{l{MPrV;7{)?
zx#cGgpD=so+KYZzvANH@@<?}Zne*Muv(uT4qZY04g{E}u7F>4GybI19F)KaxhMUhl
z_fFs0Q!i%@cGPFDe*~RwHq7lb?9i9fFH-K^Jf+j9yLa5w`~6PO47g^ScF;OsYI^Tc
zx56vhPWm#D>9WQ&N|D3beJ8y0ta%RJYs4LEr&(UOZYXB@<P+bfFNZ&{;>qmIsW+d<
zE_rT2rrVn<<D1*hnn5o4dHx5_pQC8=(YV`#lV@7A^PcW}N6*g`(|V+TqB}zufB)Ww
z&)1t?Ta#We=(RQ6CnM&((_#JHvn>H@&nHhS44r<}r#;8tb>5EDo_{*;%__HS|L6wI
zJ!?W&WIB%-bJv7cuW$W$YvPU5dUOG-*|f~bp5A$)dEvO1AKd%~^~~fe*O9xXNrw);
zfQKKLFk{KA)yt<{^}>(*Q&+A3@PW1icfWDg`?6Q=)@;3T?K_9MKl8!Op96t0<g~BO
zz397h4$Zx`@5}SXMIO7m6}9{d<JlXZwumDy&7KN<<{Rm|b=4Q|-F9P-*EU)nia+qV
z>9OVa<9&v<w7ef~w>cRd-ys;*3?BF5#DVRC9hg^V_gu&C{IqD_cR4%Z-ChIwywdBN
z$Npx2<<am*S4pr%=d>M~*&93f<?ixh*DM-6XyBsK&)%)JUg|Tx_0z#N%T6D^>5+ji
z1jZ(=3z_kixAEhyOuhfj{{5@=zqh61cMq(c*|s?KQ2C4}u+BpghTWrvZ2#)Zj*Bh~
z|2Tws_2IRt_piAw+xf*AiL(O>XWja6ALZ=F?q74yj0tzmPCoPUn8d_E(CA^O`y9L4
zFYUc}`bCl~{^CEft3FzPqy1~+Yddr5(^h=4`mIUc-8NNl?}yl>J6gWAA7vhBw+OVD
zEq=ScPwKrsoo1cB<C+J*drz}0b&>a}g{N=0{;n>j+}^zpe>d|LNqRUAO0N16Ui8x~
z<6B%SnYC>DGVkt<Ge*WIyvOxhziMObCFG`dJ0BY{h+H%>y!fYn)WosD?>AgOb;M$#
zJYj6NBB`1)sNaG$%Ex_kE`2zRZ<@1#y!aa)C0s(Aoii7Fv1x8+cJ-W}H_dJLz&oi$
zMdr1KpB}N{^%a-Mr(L}JiGeTYf(`w<wRy>Xg&5iJ2s`N0gEMxI$|B|OKfR#?du<na
z@WOS2E?!H&dfy)V;CZ_S?fl227e3p$abrueF!rOt?Dm^4>HpD9|LiomPpgB=f<1`O
zuYOwFW9pZgN&k3w>Cp1eo#;c~3O`J~@et65zK0eb+OcG5zvow<el>dgu<yI<X>ndM
z`*`oYFP|565kr>E`Do}5-+XdF_lh~Pb<N=ZZ9E6hY(MGd&pkhUI^ni6rQL40>D#%>
zwo8Bh3Tu7g_p4jKv8UzQ+0+}$U%R^9so$->ZO^Uex1T-arQrRO2lTw=o++N2UV7w`
z*3&{;irH_@S@lXw=<3_q%XUx06CK-&pFh(pcl-X<L2<|Z`#1DBW7c!;T(n7wioLJ6
z@8dbT1MG}pZ5y5#x$vo_Qz6?KXFfb_K$rU-cw)#GPoCLriA?iT$HAi~?R0cYubb>`
zv*H}{b&KcQLhrzf&RhMc=KL#0UOLy>tvtp3(&*efQ%zm_Ja+A@w|h2Rd_x=T>L+_R
z4tBjSC3Xf7qTOG=J+tk?uhyR5@|;y8G{#r)9(QtYw)orIH^GOV+PUoR!RHt!X*WK-
zFT3rX5ByIgI<|F8pSgMQ`0H+&&>}>)82#w_9*#o~JP6-(s_Ma&mw0==aG<xOM~hY$
zws>G&>m|pHjG#w*e?2^%R<mNmbzq}RL**X|cD%@xz$-0>dto?mHruEu9s2De8lKJm
zb_o}iWAl83$~Cm9#A9@#U~mh--(34@a0Aaa=oJX47~H_+UHu5$&Jc(vWhq{uo9fv#
z(pn80hy_JMLa3qY6?av9)Rpqp7*F*L9(XYDpI6-Tpi%GzZ9p1BHsFiA0j{{fYri1C
z34i#DtO2gQy;28mkR7Q5yz&(ne)UzAens3M1a%!$32{LlN)!fGJD>qkA}S-~fcw7I
zCK2Mn_l8<kNW}}kO(!)&QPJNnQj5wEp*U4}V^h3K{{Nc0@^C2ouRkT#gR*bgTP(vc
zWA=!wS+W~@c7`m&AbU!o64^y$522AgSwi;6BM*@!2FX^2Y%Sh<Jiq!q^t;~okN3LX
z>%HfiYvw-pIp1@>=bU@~_?&a*rWQ(mVfso6f-p%aos^EQprehe7XauRXxVtV2uf)a
z+^HuDKgo7BKN+<IfocrF<L3nhb%UQ@6}6~xL^m7PpXG&L;oD;Y)r-F@`0uI;2qXec
zmHc;AA=!m6isA@gb$hxKYQ>SsA%pPuI}!@gPLqgJi5m;xpdA#WYfnZ*NjbabK>8-e
zm$PzHgyP?xD3S_wvcDa$IbRnMaly=KW;0|lME+KK$g<1IvW63LxltQ_Qq7;GO^mf<
z)BB`$t4@$HeMWuuoC;Aj&tf@9T=FG34|-SQJ5w8^XCsv)p|h1es4j6&*|4F}{A!L(
zcyBXBN~IxK@^qg2R?geu9X~%Ie!0=%bF~dvS@VbAh>+<|A+nn;8*_h>>qW9Juz8b)
z8B$ZUyJ}6e?}f3^uC1M6lsx;&ECNE49Kv~oI1IU%B>(x(PS%wQbIew8B(V`rG_HH!
ztzb!soz|-Epcu$6XQ%NewWJ7+K}0piCOW2$=`jsJLZ_7yjJ%DyrH)TPtnSWhj-p{!
zrHJDg7r0TLeRwrSv^djYDkoXy)nEOTAiWdwdOFEd@{6~*$+5DH)>UUqS@IR{d^>VG
zXSFLiWF>`Do?gWAxTma?j&K$1HvH)XdD#JWEDIuKeR1a?qCklGZOr+XA76g5FA?Jq
zSd$WD7hq_&v*|eto-swsE-2r1b?ogar&P<yoRI%mj*ZtFygwi(vh6A=HID!GVZ_*3
zC}Scqm^3(?Z<`J4u`GFWm()K$U;Z3J5(p|6@~<XtBk}Ry96c&OZ=TDx8VfSDt$G*M
zVaj9b$n7H&QsSN4Frpjb^RzXmZWb$AS#^h~n|7+lrL{A}x2-!rJy|Efp?KA_J#uy{
z-lk(mxPp?vXh{-22A=nsZ{)|%v@G-t<Whtk9e(8Vtq`7B;b&vCz&8g5Zp`4f_#UkW
zUaXWgdP0$rfcNSxB;@dh*I8a^>TIdTi_Ek}jZRcv?pQ2C6b!+i7^vzSnjU#4I8E?P
zT}{>+#Ar^rIP^wuSqK-=@@VqXxyc*U4JF5IeAll7t1Q)$yn}=~t7kmQ8{S%p&**m3
zUv0GR5-@#u{KJL3sVLvC-7ck&us2<+#4owL(Gem~+7!EJdbi2`NCoV<!sT?g<x5}K
z{S)dQ%HAy~%C_?()?uBv&g|%_j<0>G&2aZC$Z+TVk+ixwG@0P@_2JBP`_*{`kd?4m
zyS<-mhp!ti1)~{4;2Rj#kQtS|T6f$zWimLcZo$eE(nyM_i(EIq$wA-p6;4PAT%4M5
zPVNqPC0h?MZ1)s==u)?>npE<khG&!VEmy$v`@^ALJ^4v(&$-}d0hYa8?~W_Ue<`=}
zT|6xBKJ(y-oz{-Y^}+?;#urD*q}?C;8HO8u4Z`L);Sk}GSlXEzJY{3W#`ePu!Hvs7
zjf;N4%%skO_$dv!VpNlju~1u?zScljKOap;;JAPP5=}8#C6~NJ!|OjY%15I;^sZ)D
zv`V-j4c&rHf1^QJI%Skf5O~TG{PkAi{JRTjMq|yHVk%2<M`aNKWy2BuQpM(MjqY3;
zMT$yANW?K-`j)3A$YbL3oBR$NFBIC1H)_4vq4P{nnBczdnEAIi9hR97ZqzK+c8*54
z((<jUg&c6JOI3h4e?C*WPIuU?E>w?)WNlMYPq8Sj(;4+TSW+wRJtD?d4x^)W3sMZL
zsJh*#zJ;ECA1l|Bsm()s1Et+m5QQr(9kgT)F`i$n!5ud937M-f5OuU;qZ`@0N$2dw
zT79JHuwtsW)pUglm#rPs;o-M8{%~-Mc5J#%jP6rG+&JsT%rH`OC<mq5)NJNIV<39t
zq?Asku~$L7<z!~1G3N3TyJT^taqM$n)*#{O+Ek_VJ*G~{Ny~72iVYm#ov$#4I+5A$
zj`-2iyDTM^gH=n)b<{|Xy7~2?3c$Vw+QdyvTu7qg8A@G)C+kxc_AVqXd%!dUUU9fL
zQ#%mYnI*6@W9rVFb2?V7gnr|%BZ`6faypMcdorslQs1oLLh=|G5w`#o)I57N;v8jR
z1kZe<opnD-Pt=Lb3eK(6k}Gub>3|6a1By|Av(o@)7g3!})L!wu);%uxn?+^3lhXwk
zL2H)}`;3TlRjkmd0uc(UT<<!h(#EwEn_=Wt@W!$!Gs+lxnanN$_$YN#wvFME(ME)}
zOqeZ7H7hepry#}%W$G?w;2~$uxaNG^r(cw};tJh`l9Fa%A+Q;Hnde!-#>cb!d=z9f
zetPQ5o!>QkN~CEHV{?t+`!o-VvSNFg&1mp@77{0ko?)-+OkwFO!VajDJo-k&d4WXZ
z92_Z{ONbP6zPCv8VV}Ukj6f|^;B@t0yz{xn7^fxnXtTgDdY5{uluV+wrA#i67jM3@
zGmI<(n=ZEkGA1xj{mfL?Jfy#fd%&4w-Pb10Rk=dPG1yg9z>1a_UTu_ToZ(q$KJon=
z_!@_@#HsNVkXNp@FzC3M2q+qO_lgrtT<CId97x6C&m+3pUCWT~6r*rLBhT}i3n~o-
zhS3?6B!w|;F*-APAEVg3n3kk-eOEMW2F$<?dBIowyQKz~60$QZb;*Xda{9uDO(O>`
zLKD1hhO?@c<ZiPiRAb9D&lh4YLy#<lgH3ovRrU)dc>$8&QqWxYE*kPyCe5ey=lZPw
zA;zv+l1DtJF8SHYeBI!kdYGO|VOz409Ny{R3&4(^z=~N%VdY#yuFAN1{pnfh)WsOR
zR)FVEFgbm&BeNN>KoX4o7(*T$n?~)L$C;R$)6GAeGX;nj;Yy>sj6u5KyJnh5g=f}x
z$JfPuWD22|Avo5I_WM~1DhlFRs1<FuwAUQNTVz1uiP$iAe%3i;w3+4?)7BU@bNgL&
zz2ZM8>cc{TIKcADQAGRf=)ObO05gQa#7>t82@tSRoOxajn%fNLIiLadH0>PmFu48g
z;0vm$g&p=wu|8A>9KJdbn4ATCbtoK7C*_$1GtPZZ4cf*g49QgYi(O83)HD6lxL~@z
zOo-d<y6ytzaa~eH3g<PF0iXYj#jQN0ud6nY<lxz&Q56w9+r&5TlMU>gQ!B()R)Lqj
z{XsgiTNK0GANnkHn<ojZC+)ihs)H6RcsoSWJ1LaeY<kMJK{ZtU$4GE>kkFNNd49`V
z5sbc9?mZzKf1M=KXhFaARe*85_QE~>Pv@AMnM5uzSIKe^N#;L9A2v*PAE8jbP0w$C
zkM%pXv;Js-LozPu_4BaA4+7mQad@FqBpE54=%E{-zLZ8z0h4P<oXMAx<gM;*+~MkG
zk6wfhUAMT>+0nhw0_XRHMfcei%O`wJVQF9i!4FyMRjKuUr1e}}0u3)QbncW}x^=s~
zJHKYU*3V5;?T-N+4ZY|50F^#F*yc~PbV^A=#ERaNX!U7)lrd5sNw09*u>UOMqt-Lm
z>eJ6X$H>LJ2Ad8AsXc*eIDd%y(@ViJs}G!$#^hsXa;wG#uNxPetH`>35Syqbsy@k;
zohwovWSRZ(>8yadUAgJWsRi;N_;3=AU0~=<7YiJn&TWc%oyMncq~I2o%8v^il~{OK
zJ)z<(*OSMO+cvl}EkE|@9wW_x-WJct;Ce>M25yc3ZU%ODn=Egp6Zw_X`g1N}$szd;
z{Srp;^4QUh_6I!yp6<#Hv)iwZep|oF@tqgnCMA|%J4Z|t8!ms3HyUwwdm$fKZ+6q7
z$Lm8rc$Mk>wVG>?%u;XZQ=y*>j%{;AZgoe{WLCOFoWE4a)YUt7(z^DOq<7aSPpHeR
zQ(cHUZRx1{{QA1ZnaWhS2RAn{qevGex%ku!27!g%d)9Sl!#b|^(u)tXGE=qpvs<IV
zKalCy8!*q_)oOWtG$|KwW!g3^#d%0i*OZzR%<@~Pz;G!zIn@@D?6Hg-DS!6Zm8Ub=
zoUNJHaUDT;YYrwN-H+(^YZV@c(2f&?r@`Onvbg=eW_IJ}Pxv3&K=a)?PkXlSpnEhv
z<)xcqMw|X)rqyWigj(KL9d8XhHliRw%6&l(O^yXz&3hP$MB;GBJC#E|kNYI?IEq7Q
zZd6X3+zp(SlykcAsWa(ymI6lYsiHSg>DIGpl`_Ht?RW3rk>>dV>xrD+<UIFasb{%H
zN2`qYGwyKX*_pGOAx%RT-I_=Jybc^7oIJ$!`Y!;+usa3QKeW1bzNuSK22Qf`Hn1pL
zc5~%Zt$ABpt@jiikvMZ2oShYI9{z+i3UTt~TC-ZbPFSrI`71r`j@%vV*sT|fH3N`_
zyDU5Tw*s`7<JDG{gdcj$X5JpUVxsbeFZoMb`|7As)?eyEFUgvQFy=Gdut6<<>tVNr
z^<l5n`*<70cAV$M$%vlg<^7zc7qw{ou$bd5^giKB5)3+IAHpO3WILZvIM!A9iHRQ;
z;6#3-2OxokK^&=f`uwPdfA&s)DTy9FFW|QrTmRf`WHs|nR+W(kn$lVx%XL2r`l(w_
z_50f=&I~Wv7knEGOWw^axyx9Gre?I8Ow$<Lp&LVG<FH8XQ`lO<2!-W))*AVABF@)m
z719uQy)E(uS*634dn!JW-zGcl`RO@n>r9XWZt6kmx6W4GTedY5RwA+n(HARmw{$sC
zW5*VRT%Vl~ZPVB`TP(+(m^|UjvAm%>MmarE{0=`z8}3HVNe;2gfz7#WndA%)$5LWN
zX^skTLBbfaZpA>FU5ACt!yd9VU4G0i^6*9Mq%#z+&S0h}lt$ZDS_FC3VIUT_b+hu`
zv$fvmhm>x98vk^%O6q(1@>yp+G5@kA0}&n8n)@^d;UEsiMBXhI&G?<`A<L$9v-lhN
zYW$0j*h8Ke9B{Ogo1t^{pX`_PSHq8_``y6Dx^AIM61?lCV@a7_Pqzo%YkfZSYE)%v
zTo!L6$NL8Lj^7#8EY-D6qtIDvRI8o#P0tTMj<)AL*=MrFDOV`Bg7J#ux#H2{G8%rN
zj5L`TX!&v4lZ_+SQ3<{jTRlEPla`$Dn)^lMD+|aqhQkMb(6Sw6&U&xH8K7jA>%-Xi
zX@wD`#%mEHK>O~zJN;au&1+WZXfDbwkQ0=6acqc2H~Ox|!V!8$#b&Ma#WZ`(3}2It
z^UoQzYt?Kx#os+@CN-HaFwyhtM@PJO)o!3ORETJ2WFy;`=V{4|jQ5km!+5HOGRT_@
zIY&jAKfF&8OOSVrV;NUg*QSeaQn8`qJ=&~nsB9Wb4lfHEtLQ&EUOwyN=EwOq>jhkq
z(@*1cIl~11N>RvF_;l{;IoV`?Jin^Mbt84>G#%~Wskct!;hn{wpIcT%gdcE#Rn5LI
z7?F78Uf3|m2G{-rfAibTiZArnR+=uFoWkqB&O<3*e@2*fom8paYJa08{Rc0r$Sv)*
z0dVC88T^-EUtp$ZA~AUOkce!wn9K#sYb={?k=4!`<3}H>NL+@V8&jIM1p8@PC~G%A
zr#TR#<0@pfoh}TK_Q-z{Cs5}UQR4d}Pxul~f9*>4Ym~=%+4Qe!$XR();eguezSH!h
zNAlm+mvnG^P;tQBB+#cB$IH0{d$;A^TuU@5VfLFks<03`cE6;!Q4*vbRMAd`*<)s7
zbi_(WTZyrE7{n1Oa+=E}*c5qh)iky`+A-h`&lZj4JI_F;kpJvn(Oo6M!XW8^V;HGZ
z7MDfBBbDonoePTxA0!+k1s@1L=5${u$ozq_o0dH;lUe^;XtYs*8Re4Wtw%VW5aa17
zFvJ3sx5|PV^*y-c;Xuoe=RNsy@R~XuXXTM<M^S8lsI<|#uDM}>pr=Wxly4!@L7t<n
ze<qfVrG<xNtDI4;8Yp-;_ex{XQwHt}XR6zJ&jg!zreHDFCOt(*k0;yZrVS5#=BawA
z+aA;F!E!`%$Ncu2K|ZO^+VL;hMFo_PaY3WBZ*MHMJO~piWccH0q^$W{=R8hpmZ(3&
z%=zuQZ`*qJP)L*F(U-=mA>e1s<ZSDyCHmyT$~m?E<pL2GqnXakj^Mxmf8>@Og#@Aj
znLY1e`A;|_f{J<l!h`<*;fz45@4uRh_hOEFFvNXG;XlAZ>3_n8{~M$b@h|l8{|YJG
z6BbQpd!T!L*8)M{X=nhx2{eOKKLFrYiQoeum++sU9~E)*+5`AeA=_U8-o5-2=lmO^
zR0056R|0;I3{}T386}`+-y3MA7yYpV@&MU`96{b77my$b29g9JfR`W$0=#{9Uy}de
zkObL*2p~7HU4VFZ;6PB+*&6_1As#k9t^^1S=%%*#n*t0RNP0O+x;uD7TnWB5cxMMm
zJA#{q7$B=fuvex+(4xv`rJ*o56ahuT5D1`CTO2Aa0)>hIEV~8*6BPdg-@kEKKca&p
z9ksQa4*Kf=n#YlVZyg19X}};Tl-fv6Jp|qVrv1&j%ZK_!!(dQU$a+5?H3j$4VAK@a
zN0X*DlJB7*;ZPKi@Ox>}DB#aK_R<h&IBdUOq%;<_pN4{Bq=8h~vmOeHpaSxHXh=AM
z+9tn;hJvDh(}6;xp!@AZ!Jxo+!amvmU>^#G`prHx0s%Dc?~}#A(EELbM!<k)E9~b(
z11<M^X&7lJ@^@J*>Ngq^MJ*^$kAKG!hW=eI5)J$b_dY&20=wVO7-<w@|2{Bq_;0bq
z0D=2W79kCcH0;xXgrWDZ_csSMPk-ef41q!*_s0!`1p=~nJs1KCrB+6$$Itx&G&uHm
z8U`3^*u%Gb0^OVUFkob5zwZHCu={0U2sCuReZaj1+wT{ECJp<?e!Yn{&aMtby4@;~
zy1OGm5O_w@ZY@ZkK=1|zHvT>_a1L;w-o{eu%7W&yb`Eg3GzNi1*xK3wnTE#L!W=Lt
zTa2^=FeCy+z~p3sbA+@#)E<tsMLNQ5U}#%=BpU00v_siL9nlW<a=Y~*FK-*7_wH{5
RU={+7p*wR%MMstHzW_4QcHsa3

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-reg.xml
new file mode 100644
index 00000000..f49d234b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-reg.xml
@@ -0,0 +1,210 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-017-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='1965'/>
+         <instruction instr-id='1965' subinstr-id='2'/>
+         <instruction instr-id='1965' subinstr-id='4'/>
+         <instruction instr-id='1965' subinstr-id='6'/>
+         <instruction instr-id='1968'/>
+         <instruction instr-id='1970'/>
+         <instruction instr-id='1970' subinstr-id='2'/>
+         <instruction instr-id='1970' subinstr-id='4'/>
+         <instruction instr-id='1970' subinstr-id='6'/>
+         <instruction instr-id='1970' subinstr-id='8'/>
+         <instruction instr-id='1970' subinstr-id='10'/>
+         <instruction instr-id='1970' subinstr-id='12'/>
+         <instruction instr-id='1970' subinstr-id='14'/>
+         <instruction instr-id='1970' subinstr-id='16'/>
+         <instruction instr-id='1972'/>
+         <instruction instr-id='1972' subinstr-id='2'/>
+         <instruction instr-id='1977'/>
+         <instruction instr-id='1977' subinstr-id='2'/>
+         <instruction instr-id='1977' subinstr-id='4'/>
+         <instruction instr-id='1979'/>
+         <instruction instr-id='1981'/>
+         <instruction instr-id='1983'/>
+         <instruction instr-id='1985'/>
+         <instruction instr-id='1987'/>
+         <instruction instr-id='1987' subinstr-id='2'/>
+         <instruction instr-id='1987' subinstr-id='4'/>
+         <instruction instr-id='1989'/>
+         <instruction instr-id='1991'/>
+         <instruction instr-id='1993'/>
+         <instruction instr-id='1995'/>
+         <instruction instr-id='1997'/>
+         <instruction instr-id='1997' subinstr-id='2'/>
+         <instruction instr-id='1999'/>
+         <instruction instr-id='2001'/>
+         <instruction instr-id='2003'/>
+         <instruction instr-id='2005'/>
+         <instruction instr-id='2007'/>
+         <instruction instr-id='2007' subinstr-id='2'/>
+         <instruction instr-id='2009'/>
+         <instruction instr-id='2011'/>
+         <instruction instr-id='2013'/>
+         <instruction instr-id='2015'/>
+         <instruction instr-id='2017'/>
+         <instruction instr-id='2017' subinstr-id='2'/>
+         <instruction instr-id='2017' subinstr-id='4'/>
+         <instruction instr-id='2017' subinstr-id='6'/>
+         <instruction instr-id='2019'/>
+         <instruction instr-id='2021'/>
+         <instruction instr-id='2023'/>
+         <instruction instr-id='2025'/>
+         <instruction instr-id='2027'/>
+         <instruction instr-id='2027' subinstr-id='2'/>
+         <instruction instr-id='2027' subinstr-id='4'/>
+         <instruction instr-id='2029'/>
+         <instruction instr-id='2031'/>
+         <instruction instr-id='2033'/>
+         <instruction instr-id='2035'/>
+         <instruction instr-id='2037'/>
+         <instruction instr-id='2037' subinstr-id='2'/>
+         <instruction instr-id='2039'/>
+         <instruction instr-id='2041'/>
+         <instruction instr-id='2043'/>
+         <instruction instr-id='2045'/>
+         <instruction instr-id='2047'/>
+         <instruction instr-id='2047' subinstr-id='2'/>
+         <instruction instr-id='2049'/>
+         <instruction instr-id='2051'/>
+         <instruction instr-id='2053'/>
+         <instruction instr-id='2055'/>
+         <instruction instr-id='2057'/>
+         <instruction instr-id='2057' subinstr-id='2'/>
+         <instruction instr-id='2057' subinstr-id='4'/>
+         <instruction instr-id='2057' subinstr-id='6'/>
+         <instruction instr-id='2059'/>
+         <instruction instr-id='2061'/>
+         <instruction instr-id='2063'/>
+         <instruction instr-id='2065'/>
+         <instruction instr-id='2067'/>
+         <instruction instr-id='2067' subinstr-id='2'/>
+         <instruction instr-id='2067' subinstr-id='4'/>
+         <instruction instr-id='2067' subinstr-id='6'/>
+         <instruction instr-id='2069'/>
+         <instruction instr-id='2071'/>
+         <instruction instr-id='2073'/>
+         <instruction instr-id='2075'/>
+         <instruction instr-id='2078'/>
+         <instruction instr-id='2080'/>
+         <instruction instr-id='2080' subinstr-id='2'/>
+         <instruction instr-id='2082'/>
+         <instruction instr-id='2084'/>
+         <instruction instr-id='2086'/>
+         <instruction instr-id='2088'/>
+         <instruction instr-id='2091'/>
+         <instruction instr-id='2094'/>
+         <instruction instr-id='2094' subinstr-id='2'/>
+         <instruction instr-id='2096'/>
+         <instruction instr-id='2098'/>
+         <instruction instr-id='2100'/>
+         <instruction instr-id='2102'/>
+         <instruction instr-id='2105'/>
+         <instruction instr-id='2108'/>
+         <instruction instr-id='2110'/>
+         <instruction instr-id='2112'/>
+         <instruction instr-id='2114'/>
+         <instruction instr-id='2116'/>
+         <instruction instr-id='2118'/>
+         <instruction instr-id='2120'/>
+         <instruction instr-id='2122'/>
+         <instruction instr-id='2124'/>
+         <instruction instr-id='2126'/>
+         <instruction instr-id='2128'/>
+         <instruction instr-id='2128' subinstr-id='2'/>
+         <instruction instr-id='2128' subinstr-id='4'/>
+         <instruction instr-id='2128' subinstr-id='6'/>
+         <instruction instr-id='2130'/>
+         <instruction instr-id='2132'/>
+         <instruction instr-id='2134'/>
+         <instruction instr-id='2136'/>
+         <instruction instr-id='2139'/>
+         <instruction instr-id='2142'/>
+         <instruction instr-id='2144'/>
+         <instruction instr-id='2146'/>
+         <instruction instr-id='2148'/>
+         <instruction instr-id='2150'/>
+         <instruction instr-id='2153'/>
+         <instruction instr-id='2155'/>
+         <instruction instr-id='2155' subinstr-id='2'/>
+         <instruction instr-id='2157'/>
+         <instruction instr-id='2159'/>
+         <instruction instr-id='2161'/>
+         <instruction instr-id='2163'/>
+         <instruction instr-id='2166'/>
+         <instruction instr-id='2169'/>
+         <instruction instr-id='2171'/>
+         <instruction instr-id='2173'/>
+         <instruction instr-id='2175'/>
+         <instruction instr-id='2177'/>
+         <instruction instr-id='2179'/>
+         <instruction instr-id='2179' subinstr-id='2'/>
+         <instruction instr-id='2179' subinstr-id='4'/>
+         <instruction instr-id='2179' subinstr-id='6'/>
+         <instruction instr-id='2181'/>
+         <instruction instr-id='2183'/>
+         <instruction instr-id='2185'/>
+         <instruction instr-id='2187'/>
+         <instruction instr-id='2189'/>
+         <instruction instr-id='2189' subinstr-id='2'/>
+         <instruction instr-id='2189' subinstr-id='4'/>
+         <instruction instr-id='2191'/>
+         <instruction instr-id='2193'/>
+         <instruction instr-id='2195'/>
+         <instruction instr-id='2197'/>
+         <instruction instr-id='2199'/>
+         <instruction instr-id='2201'/>
+         <instruction instr-id='2203'/>
+         <instruction instr-id='2205'/>
+         <instruction instr-id='2207'/>
+         <instruction instr-id='2209'/>
+         <instruction instr-id='2209' subinstr-id='2'/>
+         <instruction instr-id='2209' subinstr-id='4'/>
+         <instruction instr-id='2211'/>
+         <instruction instr-id='2213'/>
+         <instruction instr-id='2215'/>
+         <instruction instr-id='2217'/>
+         <instruction instr-id='2219'/>
+         <instruction instr-id='2219' subinstr-id='2'/>
+         <instruction instr-id='2219' subinstr-id='4'/>
+         <instruction instr-id='2221'/>
+         <instruction instr-id='2223'/>
+         <instruction instr-id='2225'/>
+         <instruction instr-id='2227'/>
+         <instruction instr-id='2230'/>
+         <instruction instr-id='2230' subinstr-id='2'/>
+         <instruction instr-id='2230' subinstr-id='4'/>
+         <instruction instr-id='2232'/>
+         <instruction instr-id='2234'/>
+         <instruction instr-id='2236'/>
+         <instruction instr-id='2238'/>
+         <instruction instr-id='2242'/>
+         <instruction instr-id='2244'/>
+         <instruction instr-id='2244' subinstr-id='2'/>
+         <instruction instr-id='2246'/>
+         <instruction instr-id='2248'/>
+         <instruction instr-id='2250'/>
+         <instruction instr-id='2252'/>
+         <instruction instr-id='2254'/>
+         <instruction instr-id='2254' subinstr-id='2'/>
+         <instruction instr-id='2254' subinstr-id='4'/>
+         <instruction instr-id='2254' subinstr-id='6'/>
+         <instruction instr-id='2256'/>
+         <instruction instr-id='2258'/>
+         <instruction instr-id='2260'/>
+         <instruction instr-id='2262'/>
+         <instruction instr-id='2265'/>
+         <instruction instr-id='2267'/>
+         <instruction instr-id='2267' subinstr-id='2'/>
+         <instruction instr-id='2267' subinstr-id='4'/>
+         <instruction instr-id='2267' subinstr-id='6'/>
+         <instruction instr-id='2269'/>
+         <instruction instr-id='2271'/>
+         <instruction instr-id='2273'/>
+         <instruction instr-id='2275'/>
+         <bounding-box x1='88' y1='306' x2='482' y2='701'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-str.xml
new file mode 100644
index 00000000..febc0c60
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017-str.xml
@@ -0,0 +1,769 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-017-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="88" x2="117" y1="693" y2="701"/>
+                <content>Country</content>
+                <instruction instr-id="1965" subinstr-id="0"/>
+                <instruction instr-id="1965" subinstr-id="2"/>
+                <instruction instr-id="1965" subinstr-id="4"/>
+                <instruction instr-id="1965" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="189" x2="236" y1="693" y2="701"/>
+                <content>domestic(%)</content>
+                <instruction instr-id="1968" subinstr-id="-1"/>
+                <instruction instr-id="1970" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="274" x2="321" y1="693" y2="701"/>
+                <content>Imported(%)</content>
+                <instruction instr-id="1970" subinstr-id="2"/>
+                <instruction instr-id="1970" subinstr-id="4"/>
+                <instruction instr-id="1970" subinstr-id="6"/>
+                <instruction instr-id="1970" subinstr-id="8"/>
+                <instruction instr-id="1970" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="358" x2="407" y1="693" y2="701"/>
+                <content>Unknown(%)</content>
+                <instruction instr-id="1970" subinstr-id="12"/>
+                <instruction instr-id="1970" subinstr-id="14"/>
+                <instruction instr-id="1970" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="453" x2="482" y1="693" y2="701"/>
+                <content>Total(n)</content>
+                <instruction instr-id="1972" subinstr-id="0"/>
+                <instruction instr-id="1972" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="88" x2="112" y1="675" y2="683"/>
+                <content>Austria</content>
+                <instruction instr-id="1977" subinstr-id="0"/>
+                <instruction instr-id="1977" subinstr-id="2"/>
+                <instruction instr-id="1977" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="204" x2="218" y1="675" y2="683"/>
+                <content>92.9</content>
+                <instruction instr-id="1979" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="293" x2="303" y1="675" y2="683"/>
+                <content>7.1</content>
+                <instruction instr-id="1981" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="384" x2="388" y1="675" y2="683"/>
+                <content>0</content>
+                <instruction instr-id="1983" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="461" x2="479" y1="675" y2="683"/>
+                <content>5,821</content>
+                <instruction instr-id="1985" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="88" x2="116" y1="661" y2="669"/>
+                <content>Belgium</content>
+                <instruction instr-id="1987" subinstr-id="0"/>
+                <instruction instr-id="1987" subinstr-id="2"/>
+                <instruction instr-id="1987" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="214" x2="218" y1="661" y2="669"/>
+                <content>0</content>
+                <instruction instr-id="1989" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="299" x2="303" y1="661" y2="669"/>
+                <content>0</content>
+                <instruction instr-id="1991" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="370" x2="388" y1="661" y2="669"/>
+                <content>100.0</content>
+                <instruction instr-id="1993" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="461" x2="479" y1="661" y2="669"/>
+                <content>5,906</content>
+                <instruction instr-id="1995" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="88" x2="116" y1="647" y2="655"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="1997" subinstr-id="0"/>
+                <instruction instr-id="1997" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="214" x2="218" y1="647" y2="655"/>
+                <content>0</content>
+                <instruction instr-id="1999" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="299" x2="303" y1="647" y2="655"/>
+                <content>0</content>
+                <instruction instr-id="2001" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="370" x2="388" y1="647" y2="655"/>
+                <content>100.0</content>
+                <instruction instr-id="2003" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="471" x2="479" y1="647" y2="655"/>
+                <content>38</content>
+                <instruction instr-id="2005" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="88" x2="111" y1="632" y2="640"/>
+                <content>Cyprus</content>
+                <instruction instr-id="2007" subinstr-id="0"/>
+                <instruction instr-id="2007" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="200" x2="218" y1="632" y2="640"/>
+                <content>100.0</content>
+                <instruction instr-id="2009" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="299" x2="303" y1="632" y2="640"/>
+                <content>0</content>
+                <instruction instr-id="2011" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="384" x2="388" y1="632" y2="640"/>
+                <content>0</content>
+                <instruction instr-id="2013" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="471" x2="479" y1="632" y2="640"/>
+                <content>17</content>
+                <instruction instr-id="2015" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="88" x2="139" y1="618" y2="626"/>
+                <content>CzechRepublic</content>
+                <instruction instr-id="2017" subinstr-id="0"/>
+                <instruction instr-id="2017" subinstr-id="2"/>
+                <instruction instr-id="2017" subinstr-id="4"/>
+                <instruction instr-id="2017" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="204" x2="218" y1="618" y2="626"/>
+                <content>99.2</content>
+                <instruction instr-id="2019" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="293" x2="303" y1="618" y2="626"/>
+                <content>0.8</content>
+                <instruction instr-id="2021" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="384" x2="388" y1="618" y2="626"/>
+                <content>0</content>
+                <instruction instr-id="2023" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="457" x2="479" y1="618" y2="626"/>
+                <content>24,137</content>
+                <instruction instr-id="2025" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="88" x2="119" y1="604" y2="612"/>
+                <content>Denmark</content>
+                <instruction instr-id="2027" subinstr-id="0"/>
+                <instruction instr-id="2027" subinstr-id="2"/>
+                <instruction instr-id="2027" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="204" x2="218" y1="604" y2="612"/>
+                <content>10.0</content>
+                <instruction instr-id="2029" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="289" x2="303" y1="604" y2="612"/>
+                <content>12.1</content>
+                <instruction instr-id="2031" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="374" x2="388" y1="604" y2="612"/>
+                <content>77.9</content>
+                <instruction instr-id="2033" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="461" x2="479" y1="604" y2="612"/>
+                <content>3,868</content>
+                <instruction instr-id="2035" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="88" x2="113" y1="590" y2="598"/>
+                <content>Estonia</content>
+                <instruction instr-id="2037" subinstr-id="0"/>
+                <instruction instr-id="2037" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="204" x2="218" y1="590" y2="598"/>
+                <content>86.8</content>
+                <instruction instr-id="2039" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="289" x2="303" y1="590" y2="598"/>
+                <content>13.2</content>
+                <instruction instr-id="2041" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="384" x2="388" y1="590" y2="598"/>
+                <content>0</content>
+                <instruction instr-id="2043" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="466" x2="479" y1="590" y2="598"/>
+                <content>114</content>
+                <instruction instr-id="2045" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="88" x2="113" y1="576" y2="584"/>
+                <content>Finland</content>
+                <instruction instr-id="2047" subinstr-id="0"/>
+                <instruction instr-id="2047" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="204" x2="218" y1="576" y2="584"/>
+                <content>19.2</content>
+                <instruction instr-id="2049" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="289" x2="303" y1="576" y2="584"/>
+                <content>56.6</content>
+                <instruction instr-id="2051" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="374" x2="388" y1="576" y2="584"/>
+                <content>24.2</content>
+                <instruction instr-id="2053" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="461" x2="479" y1="576" y2="584"/>
+                <content>4,107</content>
+                <instruction instr-id="2055" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="88" x2="110" y1="562" y2="570"/>
+                <content>France</content>
+                <instruction instr-id="2057" subinstr-id="0"/>
+                <instruction instr-id="2057" subinstr-id="2"/>
+                <instruction instr-id="2057" subinstr-id="4"/>
+                <instruction instr-id="2057" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="204" x2="218" y1="562" y2="570"/>
+                <content>23.9</content>
+                <instruction instr-id="2059" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="293" x2="303" y1="562" y2="570"/>
+                <content>4.5</content>
+                <instruction instr-id="2061" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="374" x2="388" y1="562" y2="570"/>
+                <content>71.6</content>
+                <instruction instr-id="2063" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="461" x2="479" y1="562" y2="570"/>
+                <content>3,058</content>
+                <instruction instr-id="2065" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="88" x2="119" y1="547" y2="555"/>
+                <content>Germany</content>
+                <instruction instr-id="2067" subinstr-id="0"/>
+                <instruction instr-id="2067" subinstr-id="2"/>
+                <instruction instr-id="2067" subinstr-id="4"/>
+                <instruction instr-id="2067" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="204" x2="218" y1="547" y2="555"/>
+                <content>88.0</content>
+                <instruction instr-id="2069" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="293" x2="303" y1="547" y2="555"/>
+                <content>6.6</content>
+                <instruction instr-id="2071" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="378" x2="388" y1="547" y2="555"/>
+                <content>5.3</content>
+                <instruction instr-id="2073" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="457" x2="479" y1="547" y2="555"/>
+                <content>66,107</content>
+                <instruction instr-id="2075" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="88" x2="117" y1="533" y2="541"/>
+                <content>hungary</content>
+                <instruction instr-id="2078" subinstr-id="-1"/>
+                <instruction instr-id="2080" subinstr-id="0"/>
+                <instruction instr-id="2080" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="204" x2="218" y1="533" y2="541"/>
+                <content>99.9</content>
+                <instruction instr-id="2082" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="293" x2="303" y1="533" y2="541"/>
+                <content>0.1</content>
+                <instruction instr-id="2084" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="384" x2="388" y1="533" y2="541"/>
+                <content>0</content>
+                <instruction instr-id="2086" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="461" x2="479" y1="533" y2="541"/>
+                <content>5,809</content>
+                <instruction instr-id="2088" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="88" x2="111" y1="519" y2="527"/>
+                <content>ireland</content>
+                <instruction instr-id="2091" subinstr-id="-1"/>
+                <instruction instr-id="2094" subinstr-id="0"/>
+                <instruction instr-id="2094" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="204" x2="218" y1="519" y2="527"/>
+                <content>12.1</content>
+                <instruction instr-id="2096" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="293" x2="303" y1="519" y2="527"/>
+                <content>1.5</content>
+                <instruction instr-id="2098" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="374" x2="388" y1="519" y2="527"/>
+                <content>86.4</content>
+                <instruction instr-id="2100" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="461" x2="479" y1="519" y2="527"/>
+                <content>1,885</content>
+                <instruction instr-id="2102" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="88" x2="102" y1="505" y2="513"/>
+                <content>italy</content>
+                <instruction instr-id="2105" subinstr-id="-1"/>
+                <instruction instr-id="2108" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="208" x2="218" y1="505" y2="513"/>
+                <content>7.4</content>
+                <instruction instr-id="2110" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="293" x2="303" y1="505" y2="513"/>
+                <content>1.2</content>
+                <instruction instr-id="2112" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="374" x2="388" y1="505" y2="513"/>
+                <content>91.4</content>
+                <instruction instr-id="2114" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="466" x2="479" y1="505" y2="513"/>
+                <content>676</content>
+                <instruction instr-id="2116" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="88" x2="119" y1="491" y2="499"/>
+                <content>Lithuania</content>
+                <instruction instr-id="2118" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="204" x2="218" y1="491" y2="499"/>
+                <content>99.6</content>
+                <instruction instr-id="2120" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="293" x2="303" y1="491" y2="499"/>
+                <content>0.4</content>
+                <instruction instr-id="2122" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="384" x2="388" y1="491" y2="499"/>
+                <content>0</content>
+                <instruction instr-id="2124" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="466" x2="479" y1="491" y2="499"/>
+                <content>564</content>
+                <instruction instr-id="2126" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="88" x2="131" y1="476" y2="484"/>
+                <content>Luxembourg</content>
+                <instruction instr-id="2128" subinstr-id="0"/>
+                <instruction instr-id="2128" subinstr-id="2"/>
+                <instruction instr-id="2128" subinstr-id="4"/>
+                <instruction instr-id="2128" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="204" x2="218" y1="476" y2="484"/>
+                <content>49.0</content>
+                <instruction instr-id="2130" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="293" x2="303" y1="476" y2="484"/>
+                <content>6.7</content>
+                <instruction instr-id="2132" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="374" x2="388" y1="476" y2="484"/>
+                <content>44.3</content>
+                <instruction instr-id="2134" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="466" x2="479" y1="476" y2="484"/>
+                <content>345</content>
+                <instruction instr-id="2136" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="88" x2="107" y1="462" y2="470"/>
+                <content>malta</content>
+                <instruction instr-id="2139" subinstr-id="-1"/>
+                <instruction instr-id="2142" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="204" x2="218" y1="462" y2="470"/>
+                <content>97.8</content>
+                <instruction instr-id="2144" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="293" x2="303" y1="462" y2="470"/>
+                <content>1.1</content>
+                <instruction instr-id="2146" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="378" x2="388" y1="462" y2="470"/>
+                <content>1.1</content>
+                <instruction instr-id="2148" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="471" x2="479" y1="462" y2="470"/>
+                <content>91</content>
+                <instruction instr-id="2150" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="88" x2="129" y1="448" y2="456"/>
+                <content>netherlands</content>
+                <instruction instr-id="2153" subinstr-id="-1"/>
+                <instruction instr-id="2155" subinstr-id="0"/>
+                <instruction instr-id="2155" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="204" x2="218" y1="448" y2="456"/>
+                <content>93.5</content>
+                <instruction instr-id="2157" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="293" x2="303" y1="448" y2="456"/>
+                <content>6.5</content>
+                <instruction instr-id="2159" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="384" x2="388" y1="448" y2="456"/>
+                <content>0</content>
+                <instruction instr-id="2161" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="461" x2="479" y1="448" y2="456"/>
+                <content>3,289</content>
+                <instruction instr-id="2163" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="88" x2="111" y1="434" y2="442"/>
+                <content>poland</content>
+                <instruction instr-id="2166" subinstr-id="-1"/>
+                <instruction instr-id="2169" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="204" x2="218" y1="434" y2="442"/>
+                <content>99.5</content>
+                <instruction instr-id="2171" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="293" x2="303" y1="434" y2="442"/>
+                <content>0.5</content>
+                <instruction instr-id="2173" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="384" x2="388" y1="434" y2="442"/>
+                <content>0</content>
+                <instruction instr-id="2175" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="466" x2="479" y1="434" y2="442"/>
+                <content>192</content>
+                <instruction instr-id="2177" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="88" x2="116" y1="420" y2="428"/>
+                <content>Slovakia</content>
+                <instruction instr-id="2179" subinstr-id="0"/>
+                <instruction instr-id="2179" subinstr-id="2"/>
+                <instruction instr-id="2179" subinstr-id="4"/>
+                <instruction instr-id="2179" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="204" x2="218" y1="420" y2="428"/>
+                <content>99.4</content>
+                <instruction instr-id="2181" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="293" x2="303" y1="420" y2="428"/>
+                <content>0.6</content>
+                <instruction instr-id="2183" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="384" x2="388" y1="420" y2="428"/>
+                <content>0</content>
+                <instruction instr-id="2185" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="461" x2="479" y1="420" y2="428"/>
+                <content>3,380</content>
+                <instruction instr-id="2187" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="88" x2="116" y1="406" y2="414"/>
+                <content>Slovenia</content>
+                <instruction instr-id="2189" subinstr-id="0"/>
+                <instruction instr-id="2189" subinstr-id="2"/>
+                <instruction instr-id="2189" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="214" x2="218" y1="406" y2="414"/>
+                <content>0</content>
+                <instruction instr-id="2191" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="293" x2="303" y1="406" y2="414"/>
+                <content>0.6</content>
+                <instruction instr-id="2193" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="374" x2="388" y1="406" y2="414"/>
+                <content>99.4</content>
+                <instruction instr-id="2195" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="461" x2="479" y1="406" y2="414"/>
+                <content>1,127</content>
+                <instruction instr-id="2197" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="88" x2="107" y1="391" y2="399"/>
+                <content>Spain</content>
+                <instruction instr-id="2199" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="200" x2="218" y1="391" y2="399"/>
+                <content>100.0</content>
+                <instruction instr-id="2201" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="299" x2="303" y1="391" y2="399"/>
+                <content>0</content>
+                <instruction instr-id="2203" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="384" x2="388" y1="391" y2="399"/>
+                <content>0</content>
+                <instruction instr-id="2205" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="461" x2="479" y1="391" y2="399"/>
+                <content>5,055</content>
+                <instruction instr-id="2207" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="88" x2="115" y1="377" y2="385"/>
+                <content>Sweden</content>
+                <instruction instr-id="2209" subinstr-id="0"/>
+                <instruction instr-id="2209" subinstr-id="2"/>
+                <instruction instr-id="2209" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="204" x2="218" y1="377" y2="385"/>
+                <content>30.2</content>
+                <instruction instr-id="2211" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="289" x2="303" y1="377" y2="385"/>
+                <content>65.3</content>
+                <instruction instr-id="2213" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="378" x2="388" y1="377" y2="385"/>
+                <content>4.5</content>
+                <instruction instr-id="2215" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="461" x2="479" y1="377" y2="385"/>
+                <content>7,106</content>
+                <instruction instr-id="2217" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="88" x2="143" y1="363" y2="371"/>
+                <content>UnitedKingdom</content>
+                <instruction instr-id="2219" subinstr-id="0"/>
+                <instruction instr-id="2219" subinstr-id="2"/>
+                <instruction instr-id="2219" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="204" x2="218" y1="363" y2="371"/>
+                <content>22.8</content>
+                <instruction instr-id="2221" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="293" x2="303" y1="363" y2="371"/>
+                <content>1.4</content>
+                <instruction instr-id="2223" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="374" x2="388" y1="363" y2="371"/>
+                <content>75.8</content>
+                <instruction instr-id="2225" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="457" x2="479" y1="363" y2="371"/>
+                <content>57,815</content>
+                <instruction instr-id="2227" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="88" x2="117" y1="349" y2="357"/>
+                <content>EUTotal</content>
+                <instruction instr-id="2230" subinstr-id="0"/>
+                <instruction instr-id="2230" subinstr-id="2"/>
+                <instruction instr-id="2230" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="203" x2="218" y1="349" y2="357"/>
+                <content>61.6</content>
+                <instruction instr-id="2232" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="292" x2="303" y1="349" y2="357"/>
+                <content>6.8</content>
+                <instruction instr-id="2234" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="373" x2="388" y1="349" y2="357"/>
+                <content>31.6</content>
+                <instruction instr-id="2236" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="450" x2="479" y1="349" y2="357"/>
+                <content>200,507</content>
+                <instruction instr-id="2238" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="88" x2="112" y1="335" y2="343"/>
+                <content>iceland</content>
+                <instruction instr-id="2242" subinstr-id="-1"/>
+                <instruction instr-id="2244" subinstr-id="0"/>
+                <instruction instr-id="2244" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="204" x2="218" y1="335" y2="343"/>
+                <content>48.4</content>
+                <instruction instr-id="2246" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="289" x2="303" y1="335" y2="343"/>
+                <content>46.2</content>
+                <instruction instr-id="2248" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="378" x2="388" y1="335" y2="343"/>
+                <content>5.4</content>
+                <instruction instr-id="2250" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="471" x2="479" y1="335" y2="343"/>
+                <content>93</content>
+                <instruction instr-id="2252" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="88" x2="133" y1="321" y2="329"/>
+                <content>Liechtenstein</content>
+                <instruction instr-id="2254" subinstr-id="0"/>
+                <instruction instr-id="2254" subinstr-id="2"/>
+                <instruction instr-id="2254" subinstr-id="4"/>
+                <instruction instr-id="2254" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="214" x2="218" y1="321" y2="329"/>
+                <content>0</content>
+                <instruction instr-id="2256" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="289" x2="303" y1="321" y2="329"/>
+                <content>21.4</content>
+                <instruction instr-id="2258" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="374" x2="388" y1="321" y2="329"/>
+                <content>78.6</content>
+                <instruction instr-id="2260" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="471" x2="479" y1="321" y2="329"/>
+                <content>14</content>
+                <instruction instr-id="2262" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="88" x2="114" y1="306" y2="314"/>
+                <content>norway</content>
+                <instruction instr-id="2265" subinstr-id="-1"/>
+                <instruction instr-id="2267" subinstr-id="0"/>
+                <instruction instr-id="2267" subinstr-id="2"/>
+                <instruction instr-id="2267" subinstr-id="4"/>
+                <instruction instr-id="2267" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="204" x2="218" y1="306" y2="314"/>
+                <content>41.2</content>
+                <instruction instr-id="2269" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="289" x2="303" y1="306" y2="314"/>
+                <content>51.0</content>
+                <instruction instr-id="2271" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="378" x2="388" y1="306" y2="314"/>
+                <content>7.9</content>
+                <instruction instr-id="2273" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="461" x2="479" y1="306" y2="314"/>
+                <content>2,836</content>
+                <instruction instr-id="2275" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..4f24b7fc882bda121f91f1d4cca9ff4a3c1f841e
GIT binary patch
literal 214663
zcmeEv3EbmkoxiepjTh>Av+L`iA_gW++NQ}cGuWn0?>0@_B(3_#q)pm1Nt?S#MbY&>
z0dH3Y?_+lr4|Ii97e!PQb=4JJ?+fn(#PvX3|G%{FJM&H%#8+H)27N!Dfi}tWd#>;E
zJHF2^Pan$WnbWX6sa+5K=C?le*<GoP#KugXZ0y>%Zx>2uH?Td4U1*ctP$k1vcA@RM
z<mww}V>XSyWH&s=hYtg3>$&;{whNtETaRbU?X8cwdR)vgC1V%bi7aIUEredN?Ma@p
z>%f6s%5=D_Hhm-YuPXXut6x36^V*5+wYPoQTQ*dz*LI;bWjgZ48)+OPpo^;>)D=$}
zN}d#V!1WwOGI#AeBebM}u6P@=GSa5|cmMR?{(bj`Hr&5kNY@i}i&n;3Y2hgCMWZuV
z=mToF`-}s-_Jw;x(=tKaMrayScW=0Vw*&*C?1j(qWpww(@)1wpzdIY>*bwXN20e3>
zjnp3Ov_T@7*+>z4a1tjd;?#}$Y`T%PoQ(v&fhQ7~4UF8IB=)9>jm^K^2X?`yea=wb
z%jKEPI^o;?-DA(Q_M+%~KHoD>?wL6w6r(5#P2ebwp9W8y=0;Ob3QwE5C#{5R$;m73
zz|kyEgQ{b>l05Uh{kwO^6&?Irb#6E~SdZm9#<G^-096ddRHmMbVtX+3pl~R=Z#dYi
z#?bK&NS0-211YWrwT9|G^w6zC6~)hcnrA4>ULLG`+1;$+9ey>IAGg=g;$hfpNYl~&
z-Qj6NMU{NR+kJq};_^Op^~B*NS62@gxNOj2b+4Y<Hac5EmbGrXep90sO4h+)o4R|J
z@Ypk$nJC<VAxoe~8fv&#ESu1y&3Qdy!4ayNqr*oW%I&2A(B91H%x1=c73Ru@;RDX&
zs~dDXxi7Bzu*bH|!NFTf9+vn4fFX5S0zWO0>|oelEWI~DAqi}6BC$=#>d7@3_1REU
zqir&hr(t*pODzFSZkMs`$#of<>-3M3vi;dLIi0a@%2P=*+^tDmf$Jub6~o7p99N0;
z#{S)$;?8_$plk>EA((E?+1|M}^u`D9G_f3_cp5h^9ctAL3yl?RH1-Z)snnrTo7etO
zvCZXGVGG4W<u)(=p>mojjg$i@H9=F^Y^$yJE8HlX%Z>`!b~abeX7gyKm36ztaWE`W
z3#mxW%lW!r&t_9C-DqTyM0WX?%fj>VUm^Rjlfvxj*;ZT_{#w}_ilnl6ozZ2yVq}Y*
z<>jo3%Gom99JLC$Y`2gbb(!2qFXmdk3OyecbE8o$pPg0d`K-DWn9pVF`RqLY*UD#8
zY#~cF^SOG5$+bF#a4r`^cTfsR_29pGp_H2s8u@IZ2Q~DH<1WW=v*rDzz=IENFZ4%#
zMoH*sYn0WYyV-exTXi{G=CZ9i2VE;<rDg9+*|>Ktc<A6?i^<N*MHrS6oz<axaBo!3
zuRpgE*vit-TNsx?nQqN$@F)!x<g=p|4cA~qK+v=flU3(n{FyRW4qJSoSilR~pjYVD
zt>QQr3SmoQb4!6;uQaZQeT}5KXcQET)`IKkb~WlHS-R0}O?9HVXpD#5eyNjB_~mkC
zR<F?GQGZ;4p|jfw-fQsHoD-!`wy+e4H9LvEC@_X3VBt_SD4~y!Ey?s;Sx5)HB!>;B
z!;~Ug8MTBVYO+}v_oR|mHmh1HYD{Jbt*6_(VJSVczZ7W8(+aLk)76Pp6-<lJEZg>7
zM<Rk5m(7-;`{jJD1#oHg3N!#hj>mRf$mi%nyWTA@U9K@MkNV-LUx=0hXL4!I)Jt5d
z-Jlu1q78z=qLSzGqp{TPMuOJM)aYE2Z8wxkVH6I#`h2wPa%IwIirP>gGTkI;Hy870
zWGw|I5Oy)Hv~{oE>84rE81@9-l0^nnM2s`~=5QtnmLnH2U&e2$`%8gH-lzzIk=FXA
z<qxKPLe=f2Zb{PAu9~(@M4n?K0V)B|047<w5JN0aW~pw<&M;zc+keJOfsHOEcBrbm
zP(*S*0wdb2M+GLBn7UA{ce@3&kQw!CLp0b0nr(K~hAY~Ln1RoJh?o@{F&Ye#sZZvl
z-B}8(6jg8Tvol1f&gcc&Sde~Zu_y+Hk7MKhP*VDtVXfOrGWl9@F(b5Ah)mr?4b9d>
znd$Or2dz&cKHV8q(xat7tRXW&k}KD{2_x6+Gg^hJlxD?xjZ*U}(;b%5E*Z2H(GeE~
zBbA?FDL0Q}$#9Sh2fp1xvwV8wCNym<%rZ-XDSM`LQC2kMg)Er_86+p7=N1Z68yT~7
zz*v>?IH>Ci+GN6x<B2nl=UJB@YR>XMc}FIb=sfGo&SC}ZsSzciZ;ifgN_ZPDG{V-R
zoC)2TPO%Bf)MU!>G`m42P?Js9NITMMBGne6VZh<_LBe32e7ja?_jF~{Teff>U}S^j
zIRcTqtQ?^d(&L5`Dxb6k((r~%snn1?L&&G-pgzF$Znuh+U??i-Hi;tLph4DPIvteA
z6t&t?U^S$wQh_Y#y2jg`O0i9o`3b=qnoYaxqKDSdE?Xawo*>w$(2(l7UiNyanvRy}
zg;Qp`&<~>86K#cW*h_&_o$t$=19E6+4t}x)rH|GbCq0DGMSOA4)iK9P)WiZgsAz>T
z*T7SVOSbuJawaSVGRnx7@{GVLBD)Y0c@eF5{jmV6JroOE7I8Zjx-3xb@?vhZbtgb5
zjhhNKZB!efGzxjnMVpvY75xg@SPI0)csLlac0Hh7ZlVtgx|!kpPFC|coapgAUO}fM
zfn%f=ah`%3^Qgt)m|JWQ%l)#VyI!(5DvZo>h2d5jTTHoFwr%@9OJ=8KsTyHf97}bj
zqR{5#YT9+WV$}mR;EJXQBj0O>y>S<*dihK*VfPRLAd~I}{hAQ@)Ut(L*Xj9-xhmGQ
zY_-|V={dth=eZi!6<S=*C_AE_)5c9tAW=?eF`=wTR6Y<4smjP))=Fi9NG}yL{Qw_}
zt1g#hraBN1pJn8bi@=>LnZp7vno>D8Ei-hO4YJj#<BfRDSOB!BKC!Twpiwu%JWYGH
z++NfZ-O-qK7c1p}`zbx&HYLq2^$HcNOOEKV;HeAF2r~G><Nd(qrb=bfX!K@!du$Ao
zZGNG;1)644la$f&+5^7dLA5*@q?ax97&Og*J?y7PZJiWNn{0aMY=lUSGSy6aDaTEY
zHKtFKu2w8hh-8S<c`F$6O&Ie+2~`&oD2lp<B8$b!b8xZ&!eb(0&d8z_24z{r48(5<
z?S)k-Nmh5^&x0A(!8+7fu~^A0>Xpo_l-2?pL#sJkXN*E`5h8&g&BJ92v-8Lu_XQ+i
zw7$}+QhpT+dA33g6fSGWBdV2$#agXEx0yjb$|R@Us98ajTvdP>ZZ<I6pK_ALrnQ8I
zF9kNDX^GGiL$27f`b>>);0{0N5=fEZlcu;BDtJ*#HqgFAS$ukcYlv$Y`9hmai|DYG
zO4c2f$y5h?FC3`TrNC*URCGezSky?i$>*#w*f@RB?a~NaA?AaYp9Jlf3@w2ta%oQw
zypkvTokh-~e3BU8qre%olGTEaf&yMm3ej@%c(ZCZU1T6T9mkCH2^mV<AWUM5T)#n=
z3A)@M#!{~!_Sv!E<4KtjJdsRE6RT+8865E>(P8GL$x`4*r#Vt&%LA2{C&LCr)e%0c
zVt6)eg@7Ids}oj#PFGv1Rn{78*KO4lT!=N9U+D%S)i4XwqM54ITuELEG%TLZpv_D-
z;mYMs%gfn(x+dFhp)qr{>Y^?VOL`*(Cc8|u-7+;A+Np$74r*$8>N&<@&?*v>#H>{<
z3UYTT(5dvw=^;_zbTJb{Cri0q*Cc_RXbeS)>bIq-B-x&?cZmhAkxdpe1(m{61$U0*
zdLxFAhXdLLwS!mvrNHH<_&+nX+h``xuG4HsSP>fsa#NVvI2IONw=)p(wTPSZjbgTp
z6DfNnccMv}cb!N<T(9WLZNwj?mID2n59?uOS-EPf-|T8tXR5d8Aw}}7z`)y~M-{x9
zQY|-Ad9uqi#>6C_n#w)3Ev0NT=Y_SP#+I1Qu$NL+`Y_7{WT#&BsCh}N^J3V+r}frC
ztAP4wR|jG?<DiT(qryP519T>$*&O_<*EFZZvQt<;`8iktRPpmxh%Q@b&c_0W5)9}y
z9-Zgu6f=y=F)B)fuYtA#q>3U;$S0ApO7bWfi<+tS6s^wX0LfU0Cd-J38rC%AmjZQI
z<ToK8plCGZped0N>ZlQrSsu#dl<6SoI0!<JDuqTpJCau|%oadflpXL@4sXVGDaa7D
zr$~yPS|~X*6HaFWJ{u!+ROnbJqI19Mqu`xr%N7Rcc)%aIm$eL=2*@@uCe-2-Yc8D7
zLIa#2>wHJv=67}7L~>D^DHgF5IJFgnP>0SSiBE!3$?mpuHpf=2ez%rLF?JTC^#oBI
zhkT198tIW3c{WG-R-@uft!^SM5AY};!ZK}o$(0$+YfXprkcPsB-H;zAbp%!^C|t(C
zQL|c<sce<Tf?}9RYRQaiU=zggh$KaY1-1^hCmB&K((c&{HVRg-DdS_oX=I7QIO_JS
zu3E&yl*>_J$T!rkN@kOI63u1<YQPKaQG3=^Dw;)t=glR`WoZUVCF@xWufh(Zs<P~|
zjg8v@5>4nj3%9L&8rKByxP7`kHHJ8)48}T9SEdcz0y{LLIDnQaLq#--&8r!#1g)ez
zbRO3@TnZ#6XeJ}0V-*%ud_UWW?`LZ$fP@8YxWpR;%`8<sFBqd~NuDG_UT19<oX+hf
zlPis#M4>Lgtqs_UC1=Yb0x*E4klDB?OUVE~H>0Mii428@Xb_|Udh_fw(40!pRncq-
zDg-gh7A|F>ffpbQ>Szw!-#%`=MLIPMkYQX%&ZC1x9|Q&9W2XSf(4TmO4>f2h@Wxst
zDl-&8a9AJEU~4G3owN}UHZ0E^?NXBts(M(e01Cpa`db=nDX<z8*+}<$R1HJPu+hW%
zUR4`=>7)@ji%wtE4NFe)L|^co)*{(8{N$X(I6m7e$vQTu2Hh#SAUdU4ji6Srq52-x
znB*kR%D|d1IbIzJ3a)Fyu$2$G7Bx);ZYIUFniJHlq*-htR2szu_`7nqthGpP<d-pA
zG^_14=PX-TOg6G&d!iO+wOW_<tFvT;SAs-MPV^<UghVQZG+@NcVI@doXsQ6PX$VzV
zDrhr6vr{x%u|pnP-CPPRz-+=3?tnyS8MGVUS1BUJ;vKYsI=z-tCOYcELFW}TZO^NO
zo+JsBq*X)$C$}xbbRjtw-K=6MunFpD`E<xn5@i!j3;7{h@YF;{R^2J+IdB{uMrb8W
zbSk2w4$LyvvyUuzDR4{rcEM~~re!oIOuNwSAb{2eNGC?~X4f`*b*SH_!-!pTr4Lut
zE_lr;s%#coh#^i54RINO-iLn%f>d2|bI7uB#}5wK4aRfX!tH~)Su>z+jFN3o3Us-G
zSc2N>qDgtEq(NcS55`a~uat$RLrfH+g!E^+>8)B=H%xxYmwUs$=1_tUzFJ|Bu0@FF
z@a0U`<||&RYP2m5VQaKg4<b8}Y-cj0Q)`F1o0>T^#iYDYYKcQ<rER#b>GwNj#&0y+
zG(KyG;CC^!+RyZuj@niuj5H<A#zGsP;$6Lg4zrpd64($txm12MiCkUH(R^o=n|JkP
zmusyO(-qUbHa1CAu}Q(2%?2t{T{PUxu)Qcui2>gcJP!?$s6LBT60!P{tyD{~7I9=X
zL!s&Am!-fMfW;)*BAH4Rozuo#^`?lNPPOb|k*M^n5<M?BvZNl_<I;o|b<lJJ+Ecv2
z2&)gc?y%)0($W-Z)0!461un`V9|kQJVWk1A0#>M@wg*~AG}U1l;{Y*us@zjhrrASN
z5ONz6p%Jh{-16zkv|STiy8+g3!3v|^N+8mJKFwMSP}gGQvuSH2$eC196Ju*QDEbM!
zHt(ou)s9*y7ow`FMxgPq`G^#}beqHam09GeJ+C}bSCcXe`GJA<+*I4O{Z4yA3nLc1
zR@HJkjL=k#3|lI}?n$Dm>z*puT?lYdHBuM83Cjl+bFgy2jG|>6dbaE`L^M#JO2${S
zbVGx2v|+3ntW34^Tx(+Y)AJb{Q4K2yEpS7EX3Yo^c_Nu(sYPSj8P^k2l9DjGJ6{Qm
z%GQANoTyO4b3$vHL4|o0oBIJGL?v|8XAv75zd9e`Aw(BB!eDxh4qj{fY><n)-c>2F
zDx;%WfJpUa3;Av>TMf)A!uRvFcI1x4irrRu-}f3W-%+=D2;w4{7K#QjNq5mYp3%ID
zqef0cS}brLlZ1h=az!eG3e!;h0Bcj;j8T+w%PAD=Q4q>{k=Lbh6%Y{7ey!LcJ-J!M
z{qe9ZP?%~BN69V^3`(6!*Q%h&d#x3TVW^XGk>Xle0Eb-YG2NglPLm7Do|*{Q4;GVK
zm0F&Yg?6gIN7zK+yb3*OHwr0JuV{Uv#m%B}e$m$=m0orkbhOwB65>#p`K5%))1(st
z18XtkIScOVbSjepLMP|5R?@64d?BF>)f%pg1mP<stnVb-a-o$^VQCUwF-x8(XG&Eg
z2ex@a;M26Oiwo9j_{F^6sB2=oj8rBx>f?T?;feY}mFRqmOVq%dVQOL<p-HNUsngcL
zZ|c&rg=#xc3>lVy4}4^EJaIY3YR+c;41sy+qCYGrGGk(pm~n(kG^m*!reXy-LSw6y
zWosoB?D(LbKvCCN1&{n#aloZrFk>v=O?y?ZCZ)mC$`BoSA@wB(D5>ITGBGTvR_xZN
z4U=sKZSd|&L}gYoGgPHKl)aivF=T%g-V%ao%!_G=3#p3VHS98#NRdV=Q}k$vtZT?<
z2>wn}Xd-B4Y)(;12eaQPS-3e}^x2*n`T^ITkEi*3n_`z;rbL}g*m?owRX5S<g2l7V
zB#}#~s4)q^fcZs9h1mu<ZWESSQ#H#j6_r!9iZk#-Pn;$qCf%%19j&;6&2UQ3vgmN?
zs~#P+Quc%@kv<{?38#R#^H!;i+G#<lE)r(4ki^Ux(hzhn3bGkAkCikff-o(SpP{g9
z!{oAsNi-f(@VqJm9u)MrM-1(ffhYWQrkEB45o@+Qs+J%*G+&J-8f%A{yb2buNO<X?
zrYEBGB;nJ<2xDd|caCuy4T~R<QoEqii)u|A<mZ4O6)6P^nu)NQ5=zNRsnD<nVm+%&
z#Z1GV*~!d8^~h!toJdZprB#~fNVSzK(r|!Qnrk9KQVwiSmh+8H3hktE*w7X&F{a^k
zci43Cgg(a`k?Is@ErFaml4zx8`lwg1(Aj*3jx~Fr&X!#+aVT<d4(ItkL`wOZ8ZD4s
zB$lZ@M36W?3ejX?UMmx3m((ka6N;03E1O8FYA>(xe6bd#5ozYGqJV<iG)zRQ29;r@
z#W{6eP4PKTQ)rJ+!=lB8GE5rZA6x!tj&^5g!ssVi40jZZ5))BaA2zvE7dq5XnALs?
z;NIp9w$f7ur34-pXSm_itd!qZTW+n`<kN*|wH8(Jlx>eEon$3;uQ40!oaD)%jP-T`
z%~Z&)+s4|fzz1!r1gfYro9GZ@1VK3zvoRS9GKSis<U~fDpel)|B}y|IF-BEGBhY#&
zk(r_lvl!AXuPC=9S?1i?Dxwb^Vy4$I*OS_$U&$hiwvSXTjFJKs5gY+U;x^3b2x!t2
z=_LnLIz3GI8Nb-iXeqB;=}(6(he>L@SzC2^MvpKSHjkY7G~#BAHxo3~?8|iIWoVk>
zshXR?s~Fa5iS>-gr2Cu&t}15rS-#JOUY5#6BTTVJHiQk8<t#@u#3g024pvD|Pkd)F
z9%xc(I@Qx+eFEN>uow#1q+T;B#ePNUw(N-XY_i4lYe4^^H7sf830Wd6Ni42l6Eb0~
z&vin!X=(DL5>0q5m1?*+9>R#t6d^r9G)E~jY<HF!G*uvwx;@_N#1O@t23ii#TnRO&
zjL2{LhdQ{W6LithY+L}RtgZ)EIBPmC1dZU_)cIaI9ZXHb_3Cn>t)Z6M@hbzPokVmC
ziMXhgfSrP<+2&J;+G;;#P~e7me>%&N5vSP^O-`mYnr;`nR!1-B`K|+GW<KaJyx=BD
z4J8YpP&XU2YRf#ENZDc7uO!Ij7^0$6D^!X_9Z$}yb6ce<;Bbw=pJ;MwlGa>oS}Eic
zXtIwKSX-TFwv|)pfzFKv7=jhiMk(un_lWVfLT%b*-d?CtOez+@wIA@^+;Guu56Wdj
z=R56o$83!(EXx*1lNwXt!1j`esCxukF-<Ek!{pZ0uGG;+pfk(M7V3B-yWo)t?UXzH
zWWlGRw9a;Gr83#hBJ)lPOkNKGrveoMSw)a;r-f$F98yuKAumGrF{6~oLy*`CDy!X!
zQP&+82`WDr_z-}*t!h3sA-!>u1qzN;2D74uwqO&=Dq-d#9o55Hom&voNruX~P0(}3
zupa>BnkvTu(Xxe2a6-3cKU=ZD#ou}Y0;26VVJ3t+29z|-8)#n$h$8G?kl6@RYe0|y
zX!I5B9D^oXhlwKo&@3Lj84q(CY>NY7>B3@^0IP!6*6g%XHo4lZkcdP^@T%bc&=D`U
z(?D5r9>-uksnHAPUdb*@0z!`#CJpXYRgpwpvr%PgmuLq#7+s;kh3w-IWT&K8V>l~v
zU2QVfsdh@~_sg8jWIBnY&?-&jHd`FqBgvj-Z6`fIt15@q5H}*ccuS2Bn@Kj&lOw4q
z6$^g99at-dGl30qECe8oGGw(1Y<+@<yofUW8dwUioH531m<B`J8o8w&pE5cfraKtc
zcn$%Tnabm-Iz20m3PW)M=6g9QDLYAV;9okEflB6qb71)z!zYC4xKz+}QYRy{Z|JFl
z29fue=XnH{njTE~B4QCDLdxjGk%q91ldXFz^`+odE8&}h79p-H(ZJew3xl2%OvH%@
zf-$qARO%C_Y^WVw)QUndQdlq13?YWL1{pJn`$b*v%-lpfw{kdDs?T)wQnHu??|vRI
zJ=KT(wUDS0wTeje3miv*+OK4WqP#$d1((nXPSS0K;e_-Q76qq)sqe%jM`~s0fz(KZ
ze8+TC=~1p4%AgXvunSG{J$lB1bKO-F!)lmnCkL)xlIp;{=!;xS5OFpTf<9kxXuex@
zTqZlquEr4lj{=SDN@%TLMCZJf%!FeIM<Q5Z*-E@#I*JLNMG(eB48#F(bJR&p=yVtn
zZq4&>i_8L(wAzNV!|7rU_aX4l0zrbLP1pmisAPbHeM?#adIU+?0t5hXD_es}i6z+?
z2uhMGQa2`YpwAOF2fG#qngrR|QjtLO=;oq=Mj&W0=5K(Zp&HPlxP8EVL8*S7m|Kx<
z_FJ8nTx~C5(@AA>l8(SS?@Tm5Edo|15b3z{$w*-ROjaGSL9;rOBj^@6TUaI7l#`)1
z6>GpNMJZpgO}~Sh9gD@7rNF%1Gzq6yiy?2MNYZg^NH(h_GCndEa1m=ICN!-SfUs^g
zD8sD=JvK@uBr-9H3|SavN^A+_64Pm$San&kOMcC4_ej`svP(6D#QToMMGagw#H`IJ
zqPiFs9b{O`L|DTrn5Gs=J(eA|i_Kmb4k9=0CAH3kjzVmu97xKShKdk5Rkl{}rnMRG
zl=alGls5#SWwhyxtc@+rmM|}%khrU@n9Rdu8C3&x?aQ*upt@mug-T<Mfa)ZCeTuem
zVD(%W{8~FE^vV*RL{JrJk7M@EzTp=#yA|p$1#S!eL!yAAD*`g@#e}zNf;(cy{;J+M
z*rd1tLji||K%|vFtc^>7S-Q){bSFHL%%IWoOK*V)X%8hCVkkhvRCy4wR1)?PfWg_$
zF&suXz?Y@KLllJDCt<Ne&GVRk$e40F2!Sl4QSg(1VD}o@V1|W4ci7X1Q#B1Fg$$Io
zpo*!i<S|WGTzOyMbMX?zj(A*0prw3D*5+o{%MWVhSp&>RWu|5mGQ(5Q=WGd<W8KKd
z{A?ZbP*@3S5`vH-K`y{7c*_=w3m73w!m^dRmu*Cya!jR+$4YCF5#%w(qNRCaqCiV)
z#R(75Spd`;Px78rM(v=PaIvZ~ON{YcraD^%K8!j;OuuTcwV=zS1q&Td+SMUz^YJP%
zjgU`y>Fx-&d~g)Vfl?zqY=we{<t*BP?djos*+Qb2!YbMFxS5z%<^-ATvEvGp7rN}2
z2TrREF(f)FCOmHd6zYV}v=u@NYLjlyiK^`uDwLGQY@u4ECdp|l9=n;ZR}*-nnCs?*
z0eC%53#}JT95=aEr%tp(0~@v{e2(JW>I`5Ka=`V*x+3S&K8#ye0^6JcrIRh^++_=4
zr$U=>C=jFYIG793%!m~0*Tjx7s_PSunD!!{;U-);GZy+2FOe-WT?##-;HAJV>1%>B
zC{vt(m#}IK--Zy&V@p$w@U=c`XNbNW)@pNE6NQx7bAY<cjmP{_APc%JE}Lya**Tq+
zvra%lN0y2;3;QN&YL<X!lBsx;0s642DsIQ92znINOJc1Uk(SU{!Dgsf3|k_CW<&24
zcyl;*xm1ZB>m{Vx046;a(-^e@e>oVvO?4kjN^ZLk{1BSWtE*Vgm<&r?PDU)?Bze!W
zlxkh6OSx!Kl4td50fBu|qErazvQZ#N9vBqV&5hdr_Ce&keGk$g7AuFdH1LQKldIbP
zWHgip*bHMOfMpL8qp*|0>S2kq45@D`rD{i)dVHJrWOo+8M#ij+16^yeGj2MHI5Hfp
zTw<RsSEa6~T97IbI=<d6G=?3o&iQ2|S7@=WPpOm+JdC9oK;qKd#$mJ9pmkON$*efo
z^|4XYkV-P1wyPssg(boZ49x=TS|~B%sHAH|g6;IwMIWr(fVU`w3Y02tN;1_OmRAC8
z0=A1qLn`89HYcXaZoWoV3kC!BoDpMFnV+Q6Fw0euGvx%rDX;_8wpu75H%PGp%Zlyl
zS(zG-czw0mYAWDH&=cGA7E-AvjbK?h!*n@4GbTo=N^-sC)HZTVgbuydz@BPY6F8PK
zRZdL1X(tB;ye^dnB(Ag0V&#f-G%hyAg%mPt%V?&Y;=63Uq-Pd6dpIe{xH2LbD`ATa
zs1|aF)p&hu2wZA1cY9_kvMnyqh!SWs98Iq>(^NBM_+2xga;8C*?TLnuIj-KOEA3p5
zoP=d01gnX&uDuvHXslPBsnIm8_D9*GOeE&ElD3eEOIx+HlUU)f+p9Gf25<s1!`DR2
zUU<2IyQtgI*qoG+SqOWsr2=fa4yvvJ%76uMt1c1ygA*26uvw=B`%AT?=w!MpyWD6c
z>{_Q$k&2C;=^3<GC}@ba&}(5^n3l|FRCOl9A?)k-x-}@M%L}n5x}@)NM9pDluu5BC
ze^PRPmR=D-Xi&*l7)fOosF51wJ<WjaH8v0bl9?vNc5#U7F6LFe41^lkd%M|b4a-8V
zQTNjM0_l}`$PS9gP{6EJ@F*F14=*B2H^CVFdNoAEVR2d_6Zu9xM=nbJdQNkI0wr~%
z=iroIn{+C$^DY(n6i|$YC+K6X-mO_KX;>@Yro~pHW~!2!PC|?96zoDj-6LIawK~M4
z;y|{M1Y~2?!6lDqxHYNLlDMkN+q^uOrfk^S6U?g6vMkTfj8|5VbcuGdoZ#n`W{#Sp
zSP7^Pps-;xY%H;r0n*JBrB16+^+go}{x;I1M!O%9yv!p;bvWo&0$VgH4j$>AvDAl&
zT06s8)vjMt`n=Jy=aOwW43_DZt9qeVa9e1)D;6vIup)cqS-RY3yb#z;Hd*LT=#tT^
zr@47c%*iP&t1bl=El=R3Qo4$AO<gd}3D;-_klEoBY7yn<YJ(`J;#NP`uSIgw8u2x?
zfls1ViKESt#ODap#uIX}+C_`bDk*f{!y&Pm%ny+un$P+<bPUv8jhb?>e)T?z_aQ|>
zC2`b9J4M%$fp`lne=If}Vk`)`aoK@(cc@H(f{mSJ3#&od&Ldch@*<lC-p^B;T_yv>
z*8nlZp&@k?tI|itOo>Q9?j%1^c)1sq5VCFc%pf0D!d8?7|2g(5noEHIwQPBT0@Nx!
zSOqhwgO*Yrn#fr!5N}hAwNbm2@I}m=LOO$(0aBUm1mjke2Ql;f7Fgp&vzipmTOeY|
z45@yQu`!??@ToWrEB!&PMsx;%=1E%!t0To+sJYM<37N07rihO44uU1{q(`+9GK8-|
z*+?yxEflR(%j}|yVzaqORbi_@&KeM*1Mf<s{RCuPKnf*gDphNe?&R~4Gn@BY6FT&4
z+p=fu%yIMFFaXXY-9dz<K+LdMQ(jb%9yM-~1&$Jkge}pb-{9-yfC-05wY&(EPK2`+
zJlzga9xHcUWS%Y*Y)T}(ICnBatt#+oou$CGNYjEcOsB^McM>J*fZaMjY8NX~P#)?)
zirG1rjY!x#8#;~9X^gGG&{2~;nV18FD}``SsH3y$e4N);ladU_O)&&7jk9eB;S*lj
zqrD!cYBo5YR4bEhFE?+!ow~%pNRf>I8K<gk9!>ap@Y)wDOEdk_L0_57irK#$ryY11
z54>0v{;lGK&7fhPT{_$%+>N86<t!g|1-@h<OJ>rLVJo07QV_0;{Qz=8@-?0$`F`Wb
z@yS+bvJ`l5%nu7zU;>zKe#_04Cxjs*C_;dn4g7SV<C#Q}@G~|U$O<*}%QXcnc){id
z4PP3{!?eZnzCa0sMJEadZUX$p>}WcuR)L>_v}O_^eV}2Q9+kFqSI)GP9j=T`d!m(q
zyfksxOZN>vT+z;p<_y;$XRX<3R<bFpWrGBS&zKF0_QY;8J0FZ1MPizfhpl<81eBH;
zIF%H*M>Q29@Z@2imt8(|b26PqyqaKhZW2PEQl_RZ)LM*0B2w}yNhhf~?Nj|Y^ap=3
z4)51LF9oh{y2{vy6#=9Wm_PswOdRclXJ3KTm6&^A4{OMwHXPo-743Ym^_rSiL}ni7
ziw>7BR2YkmY7Ev;ojjE-K!ahDONc)AVc&DW)o|7_VN;h=W@=D`9H<U6%B{2wmmKGa
zqEu}cN@-;Vd*}QxZ^MR@2OCY`t)k-=Iq@*OShaHLl+gvnh66q2;wlUYuw!w8jL@0K
zaSF5AUyeBvOef<AVB5%$*^#g$X%0RN&xKQrhr|j|STQH4A)|&3ndYv!98GdX1RbH^
zjaOic2tN^{m>bFFftQ`<BMATt@h5EYZf2%c8acmavs|WEk-U0-fmBK@HRH+%yaH!8
z5kHwk`9Me0MKFU{Oyvy&pz_oTcw!|6U5GKAD`!wU8BI2Q><ZC>ni`<wApy#-Si_Q*
zZxt(spHXaIWhU)Omg!KrIpm5jN!59N$<>1<JB+R#3No^UO>BRGh6V0^^ND$OMQHaZ
zx(~|0=rxjL6+^j(hr|)pG8+ZfPYd|ngS7u<(WSsGLOibF#)Sh35dv?<TNoouGZ|_I
zRGUt@vAT$hAvC1OG*^V=igbn)84gWbz-HALA{ta?y)*<)kSnSV_>kAoX%(Nq1}i(m
z$*x!vWY!>tjMJI6A+x&bI!oeubCx#+t=Q{1q#VapZBpCW?5dW7)HaMYFoU8FK619A
zGdyd#Lk8~)3<uj7n*xpM9L+Obgz;=zvy+|roS-|2$U=HTBTt2}3Mf{90IES}6|3DC
zB@+X4pelJF5^V&mXP9JxWzV{E&R9)Kx}X6E=<*^r;ae$qN1{2+v~6dm&MJ`Ol@lOY
zH1b3=-_&^mGDcNYPr&}|G)}AUErv+PsswCTG`(8bT_sKwLuOi%8??}?TP9n>xN?y3
z0?~#SnTC3o97FnqR|tj!*Wnth-zfVQ@Uco~5jt{>Mw=WlpfL>9u`;2}mb2`@>MeDo
zr0uqIlbJ`r2BT46W+BoTc@j+!wAWVVKvt=UF%(e3r65&sisF3Fc1Kvi_hI_RP;8`k
zo2w`Q(i57^mctnhtXm2p8KTP86Mi6Bat)HICt^?6jIm#Yq)R)5H;UwH64OT>S?YLQ
zo=EXrf={Yqq1~Bq)XEiUwe3=hZ7{`on)c{1<X4o*ChVV#2jFV6c|>b;b3D@v2(s52
zgG=hDqEwhn{9FPjfii0hl2WdPOeCZ1uBiJQ9oS*hN68f87Y1t4$Eyy~L8*2cmMa6c
zrC~r?q9`W?4>odT-bhp_VKH@QwPLkilg60Rl=w;1Ar|Bc*aI;RQV_K5J1Qk883c*n
zl!=_I9pwdzH^&nbGQ4e?Yo)kQDyN_y#cq;ssc{4yKT%)I(V0NyIDX|4`<#@^M>TpR
z6Ie?h3`2a?6-Tkda<Qo;ovf>MTf(H2!f9+)b0D|60-NAW*CeNH$Rlr#aa>OdT2fu*
zA8Hss9VQUltRqgNJg0rxXti@#NtPjvv)LcYn81!jPKLLTa=DP1VO46;Ch!uZ0;5!w
zfNaX#X1_A4F1x(YA^<dQOOLxYwjuoV7`c~7=6pM4>q)cO5xvedffthrA(L}!1RhvZ
zm9Xt1<a_66c=e#%_W~D5t-@P?VZA&Q$!Nh<>ZS?%4%!%Nw~I+0%hR)bRZbNO!w}#N
zRhffDz#x+fF|&iH&iD*lcB{F-p=d5lLZ6nvhK?n02kFE63#Cp4x1$PIt_>%ooRbm^
znqVZI8bkLiL|^(im~5#C2gVB*q50%+kshI8&vb*Cky;5HLPFp`ssUh~+Q9I|Y?8Bz
zEw2UHkM4Lm_mGS{_0hmZk>%W%U}g=iFiHqiw;@8t@(kYdGE)sqTt%bnQ~#&WI-g#4
zS@AL&p2&A(DcwnAv?4Z|n3GDb>O(e=VO#x9YvK-I3u=}6={7yc5Km7kX|0X=Y*SlE
z^@^#h+}IlWs~4~8l_4&a#Ztq9bqsHSB~uve4o%cXbBqidoRODu>8aS#OEWYp(?!ym
zORWg2I}qa)TQY334}Hi1qJ~Y3T&XWHBScMS?De#EQb=QvysQT1q~B?x*q|}*U<N;K
z6*bcH&FZWZ8MDAlcFJOBkx$1PjIF4y*)HrB7Ne@a@@-(JoM^cm2QS`Pc#20Q*z2gy
zNe?x1Oj>791sMcR6L^hsIw7zyGDW+-Fq<p^vA8}P^|Kv}ExBMbYl9Ubx%G}$DX2p+
zIYXeH<(0@N&t;m`b}pk~$ZVeEjCRAy*T=fvV^kqOtB%xsh$9%_30}riq&`}Wh!t%5
zNRPFZAXmmzaoi8vx;x26^%^8FwQ8e+k_G?4ODl=RBHx2Ft4`BXtqGRKbr)<lH*-WH
zpcS3XxKpgUis%;&fNcx%Ina8BV#8z-Y3e9fO_uCP;t;K-Oj?R7QrQk{431zQjw8W6
zsV%FSj<F;^<eMfU1~B`xRhOywwF3b*2pvVt3RS1$c1=~!63GIaVdt3=6@ZT{4I%wE
zuqaPX4igwP<hZg<rHD!~k<jdHV%)A*HFC0Y=Qys_v*8tk<yf{%TR>(a1H><#VI~73
zg)>oa+~63Ux0qC&FNHJ6X2c|L8rn`Yg*nf3%06r67bR3%C6aX#^Qo<NXL5~7RZ22e
zZRwLtzC10V6(<QZ-V~#B8d1fZVx{K=#Tbv&M7II2ozOWTuv!adQh~j8pG8VUX1P+J
zc|l##ltB%lAZe%wo2xS+G0{hof-{r+u*jEjy&fr6H91G@Qj5<brAac~vnP|DL=0&!
zQ<v-+2D{PBijZt{5yxutGrYT~mz!da6?mZ}rlicU&bL@2-wGNyB(Sh%ZP83ZzOxo!
zif71pdp=?`iKZ<`+Uu%?qztBZ*+Lysm$wqM|L9LHjn;u=tH{75l2d((DH7?WS1+O#
zyqT%HNo~T?m^9QGQPZ8M5h=Wy=B>6##JTPff!0b9nx<XZP9#i;@Fz-hvPd=va-fIs
zIw%)%<5^<09bB?P8(sx6G1%J{4tuY3?KRV_uPE9-^s4#lJ@WN8&3AI{LVVu94d2iI
zbDq9Xum9m=6ioAoM=-b^ryM$1<A?_^xE(ka0Npwj03JW-NM|`fnvLrI;U=sE)upMX
zDlTv;ih1aij`*Mp7^HfAZ+<rL<C8YZ`2)VM4fhf`I!9x$5R;iChUN2A9-|8s$>bOc
zBlB2pIZcO`J2X?9GRsrQw3-f-Etx4biQ^eeJuM}X%4u>UC7&iqYUZ?9U#LR@m(&5i
zC3jod8_3Nojut53^3TlW0U0-aio(9-fbZ4T8noF-?8ZBJgK~!&6OY~M_VCDKm$)gh
z+sYjhyEOpYI=Ss&iOrGSn$2x@;^xFhO0*UG@T*%l;4qUN9XYXt794>x)xj$<4-`yU
z8RjAYqT;~2RLVYd?SVsGfErhSFg^g!z0Ovd9W?+%Y>uz0844@Gxfdu8I~%6rq6HNa
zIQq>dB<vSZJVB<?XU1pRoVl3IrZZP@&x9<+nd6-npD+R^5dj_Vz(r-?NK-h#2$%O*
z(^1?3=*`}P(vQ@E%}yTd!3~G@4;%w?_*867?E2jO+0>DC=p>dSYlLkNtPY3S)|-9X
zZtjg$&w(wCun)b#twSSqSTQ)b$?<%Ph2Rxt>;UU%Q}6K7Yfo&-`Lm4xsIm@w69?OP
zs0HWR9O?nUY;^*W>*Y1`$O8v*mjkv^rSO<Cb>XxjIPU0(a+oO`a`cA|*ICJ7W>fEo
z5}>-`9~N-KlX;-udmAhqyy70fmPp%n;ZP%E^%37F!3#>7tI3AafhFOB0)-_V9bn=E
zy$+VXk%#_}v}T|<Ry^%DD(cV^H<VMC!ng-*ZK3>;ngSFA%*NjN0W7r#j-;ZfOuVXB
zmk!BaX_ENrIDRm({M&kPyloL2deEP0-T@lyA<VU>IPTWd%j<_E9~`S~P2VPOYq;Z?
zKGN|(Icc=*X{bGJ!0K43KXL#z%eWq34$i}xdJV}`4%8z@lZLPkPirf1vc$|7#_d1s
zkwbl0iHK`H^avxFnh|Zv*#JS?%WvMiDG3ARz>#WaB)IX1%P!SV(^94z@u%%oFYnxV
zVL)HJF54bJaCCrQecQlc#xtk0?Ttht{+Kv@c|;nVj<qLAo^DFIGV|0uh9+ZsGJB{*
z5?qkgKpZaZ#%qQ1wk+Tx;6SU*^|LB|=<<yhjc1GjU3nw3wg+0a)tbW|U6*)dr})o~
zCQcdohU9E-(z502&G}ye(-A8FE0*HLyM5i>5KEiGc630g1M1XmD06ORN>jF7@BC>{
zT8h~KIU7qs+lBn`%IRj{sRJim{+U!00f*iF->92EG>BU;T3^^l)-$WCha0nlmT}$o
zZP`TDfFl57?QtZ-c(~^rgZ!XjJU~a%^vLbl_D~)C2so4SCZFpmhB2Gp<YPGl&hI?(
zQ>&|oH~3)ZkJ!nr5opgPZ!j)8GvC_b80^eBh~3G(qqv%-vR+oGYz&o+sUJt@?gqGj
z8^g=q42N5SyT11HIs)P`KJ>`a9<PpT+^ph8E%dSwJu_zDaIQN;@$@eLZZv}3df-oT
zj}8@HHo{$w`*JK`UZ;c2K5x5xgif!?FlR&M0A24@Hw!Pn-*hoA4y;(N31`c-H%l%r
z-E_$Tp#DJOpzpfu$nx4v7mbf&gtf3<dh7B{3y7ABWWD_6)tfFZ$BSpZ^y=b`7C!P?
zJ2(mO;ZO0C50+m+c-xFOW*WFP>+rbI=Ee0dAO0&2_U;e|SYi#uM;Q{hnLkoC=z68`
zmx6~I%*c*4!wn?t5EDl?A}W$U{mVkc+I;*K55>LPYz6QN-Z7>iZm>XaVb|dX_1~%#
zL>!U)6%etDdD9Nl=ESdQm|GPba)#png~8zl>wCv0<JJs_`YHfB#xSuqBRjMhe?`Q>
zU~?;0+~z{i`?2&!eLoD+MrA*h*l57VV<+6$+H4~?n|zBygIdGp4$TL)S$vgjQrvr#
zMWFQl1YiSDQQ1$X0UE~;GS=p0hrn2$)*TxWGJQBfwnJR3wf?At1-aB1e^Ia?*XCu%
zu%K@Jut>+Sh|S4gkh)0UTwL71N4XX1i)8vQ&Wt2Cm;2_gUG3emzPOc}k=XM*=yx7N
z&c)`muF~6zdw1wu++1a`?ws7pbOj#!oX4aQ!KhX0-=7$b++1AT+KmW!7RM+s*8PK9
zSYh1Sfsxs=BgdTEnOTbm{tArcPu=e1?T~}y)(tW#=$N#KsjY(n$+1Ljt-F3ZgvL6v
zv}4!v<|>W#1{`%92GCmd{mG^K8Iu^vW61wp_W*Z@jpU}MvBf&>7#lZ}##pcasDs8q
zg90CpDH`Md*q*Fce=CbjfbrZkC#ho$7wg334i(0_F5j`jNUixfw=!U4mcWSltz(S#
z%&f(nJH^H3yKY+n?~ZY?R{gCE7EAYY$%h|fu(+AN=X$vNS6Cdr;SQT4u&WxYi(|};
z+#n{{p}tu68+QzhHRAPFrY~apVk;E`kD-C5kD*kI^=$ebV&ewb+A%oro9AS#7e6|q
zk{Bb$o|~~YGq*T2Zry&yk{CZGfwAr>{1q5~R{j&V+_&rrd_1;N`_}i)Z*gd>H(-a(
z#(K<r)R`0D#kar#3gnogxz@+_7RScA-r6BH*38jS2aSXA3GBrmQ@~go*d5~HW``&1
z2>`b;SU^lthnNKX&(tx7i*?_Ahrn1bzT?m&xtSS4Y{ql9GGG84>idBc2SOtT#xWGN
zu20Mkfw9hO?-&?2(~zw3AxE7dSw<%CpUQqB2F9_(XROc64w125e8<QjHf`Bf?&uCx
z#=6Qn`k)aT6F>z(BMwbc$I$kB`sUFY>odD^Xsp%0Lujn)yrT{pOFsi_$|f|9A!Mwt
zx*aNw^_jV)k+J4JA9cWhY@K@SVpR4o6ElvbbguQBmmMPGW}B0nnVPX4aUXrqIA~5F
zOXJw`G}eix9YW(~o0IkAkR6(nb)9$AL1P)6fRnNLesl6KCp;n69EBa*ll4Ty9YSLr
z*+(ZdAbV%)jm7ja<ZG-u3p-RB>#09G#>NdcY<CEbb(40~fnyoGF2S)hDVbvk8|!0x
zOJn0^nv`{H-aKd=>0H!9Zw;)DTD<Y&KyUQ?$3NxR$886euAP87nE7y6kK=9(Pu5He
zej_42K75lcJal5}5l%JQCUSY=>DEh$%R<N28K|q{CYCAru<ZVVHXhc4gB|PQ^#!v-
zReZF^eX(!9RK&{zYK|p6ygCJBYfawLYWQZlZ^r^GmWR_EYp-dn(e^up#rmx7TwAP#
z1-CM7v1Ey2pB_?dk0~RvZU%OUi?!vtV_2+jf8WYr0ecNV9v*|RSSNUP2#Ymk^H*4G
zKS7s{-vHe@Rp77MVh87@t~0{7Ms2Ztb^I7JA~#c8tWWEX)y0~+xs}0U`3h)kL;xDc
zly9-l$lSt4WF1!jm#{dB`Je{;nylo9@lWE691VW!Z~4<6e<}P=oS^=v2lquT+uIzl
z|MlO%897pP08el2BrU%lfty>gj5o?49wH(CgkM@bRCxWjVj6H_>*hdgd++c@n+Jln
z{esLbKZ-bY5auwbH`>fweiX@LX%rL5qjVH+#<s~Vjzui9^(On#wxZ)7=UZRrH@Z~*
zk5@F7-a1(3XdA_wvAuiCV-bg65Z*NZN0(l_8L67L{3s^2xc8$Ci#OxEsat#$Gh6R1
z9BqS$A46*Kpz=A|2JvR3QQqQ6JopB|(Kd)%p};ZVabtfL^ZdUNMITA#(g=3g(cbnE
zex!C)Ag{OsN3%T0nAnORmdP30t}lP5R+4AFw}1EU!yKp3G^XxeYpCwuJ@!0nFN#jx
zJ<@O{D|_H~(^0sAVtbP4?k&l&a|IXo!cWl;{ej{f$i~lZuz6+!e!1O|oM?lDUEh6i
z$wLoqR(a(1uC8)<=D;rK?cUI|OeOvat9@sL7W`nT;%z9?;r`vu?lTVTf={mJD3ZAm
zf1Jsaja}46Vq^JX-@aXF+n3|taos@U)DMi_g~E@zdy2DxGV!k*=am8cT<k8irc6iP
zcq5Gy)UE>ucC94tDn0Y8j?VtAaG#&3-#h;spS$#;{a?RJ&^+}q>EmvDB74GF*WkPF
zr*uxZ_wo0?<EK9Gq}zGVecm}QvY%+b_VrTXDPPR7kG$eFcRJ_mxf8ziWbTAdzv$`D
zV!Y>kV0_hAKKsu3zkHGT-TOY*edA9r{^j{UJ^#9|T=$q0-}$Z&SSP;Z!gJ32`}<tt
zJmJc_J%(|9@PJodRej49SCl@jzOnI^M@0Ae?$z(!_uY?foIU*6+xGwdYi~Kev-h&*
zTkrMv_{pa*Uw_YAzVQB6r%yZOq|;70{j^g~tG)c>jn|*ud)3dcyY|{^U-6DdT>YC1
ze*d$M`7GwmUp?>4S6y+1@YXB8@`le{t@&5n?jJj|tAF+*L-|ohd_T^=;KEPeyHS7Z
zFZstIpTFY+ojbqq8;>~qMQ{B5?lXRR_h&vL`Lh>YQF-OV_S292tj4|Qc9(p+Q*XRu
zPxa09_WxY)f&<U)T==E)-q_m1y<zg1#9i)t;5i>koPMJFn#6rBQ=f&Qk1}riq}zQ%
zeADsIepupN_xsH~FRL1FyW^7*r{4ZiPu~BLuUz}^efRp>b1(Sdmy8b)uJI1@_65B4
z*6)oT^_gGX@f-OMop5pf<TvmB<qPh9xqR)ux0k<s%HKc#`112gR|eG|HNI5+(dbJj
zfAIp#a@o^=<b_wi=W}nr>WWXC^6@vH*Dw9}^<O;Y+3$Skb<%gS`+oB3w|)Gi&tLx5
zGcW$?3%^*MSMKn=Uwg-!uY39%FTe7X_kHO1i#y%-NB>fN4fm+8KDIYVpZnOHaKDR=
zf8ISG`>^xw=_eCci|0J!EyHjA20JzT56z!F=F0!PV?BDIfBW0r;TL!R(7iwS{V)Ay
zdf9hwtNrfIFV%1VnN!6}dUt>Msn@-f`bPGnFQeb8%rCp(l=GkW)u-Kmqxbl;iP1BL
zm;CeRpLV<Ne&nGK`SyQ*8Tr=JCKr0|xQIXFv5)`6H7~sUf@f^J<v&k9`ybwV)pghY
z_R;Dz+<48oKmUIp`p}0yYF=}jfBWUb?{Qqk7+cvdfA}fy{rLQh*RXH;;b(Kdz5aD~
z<a<2+_UxxW`iW<J^C4sULC^p1J?hCH{oYF+_<_6b{`NJ|$?y5)?|z2e=7ksLAN%wl
zy$l&-o_NZW$vb`M!sGtyi><59c`x?w_qzDiCF)tVM}GFT`+FaI)+bK+&^fvHevjJy
z(igv<xbz2SZm1Xj<|l<HdEJXE5C8f6;rIK<r#{&FbniW%JpR&8+iySNwRbq<w-5UI
zDaZ9cb<qX;KY!JEUwP?EU-+VnANuwOzxGA1WnZsE=iTOd_UG~g|K|49+kd0E`?7z#
z%RhYP-@pFsGr#`bOK<n?C%^NKliSJXz445nJ@T0+Rv!Mq!rx!>=Hm`LZsTuX|0Ms_
zugbsw6(4x^#b5f-)4y}lgFf*OZ@YK-?w4NpoF_l^!@qd@%Xj_L8~)>i_xZ-F?r?{D
zd{6oMW2Mn~A4OmH;Rl}h)_Y$4knZ(QYhHiXrwbqKo%Qw~-SwaL-1nEkJs<hr$6s?|
z>DT{$()q9MJ?R@4|Klf&cRuS)<`4FL_Mh)Jd&Zd`zyI$p%bk1Qf4ul1Uw-_{Uiz74
z?mNey`tlck@Zs<I<WsbZe*Hn}4PQU&_YW%m?bm<*+dF;Xx9|PI<eD=tcCg<qF8ZGj
zUj2k$hu?n8L+*a3kALm_4`210dvyJ;oc%-oF2w5}T6n5?&ed1_`WMf?=+|F;<&_V8
z^jR-cpZt>Ds{i9V{oTngJnl*Aum0z*cl*~z?*1mNobaoUzW3Z;KJuNHzv*Lp&k^tP
zcMoTuv-|60o4?!LPUwB*tarTm`fvXHve#t?|M|KrT2DFm`xjdOahHppcrAMFvwro7
z`@A^Yyy7k6=a6Sz^49nEZu^e&pK|qs&pSoZ|MQKFG4;w!>#UzJ*Y3aFo1Sp?UH6>y
z{rz{k>z7~lx-UFSEL=PN)~g@$<x|eR$76S&@;jHrZu^dxgeS4=@o(LI;A8mH|EtS)
z{&958R{=y%?Z0F9BW%KX(Mg}X*SGKZgi8<nP3=9y`R5+~j^|dsaQ=%gf51mS_RN=`
zbLne2`Jdjh=Plf;o_ba8VdT}n_!j-;@@F$=Qy+f!D=rbg_SW~f_GO<r_l5qa+fTX1
zoLw`0!t3Aks5cFW-+HCz{NP`{cCU?-UVZ*gPiCI7xZs+n+25zm{p4|{|LV9O{m*UQ
z`tuWhb!q!)Pq^e%_qt0qF8<UrcI|u8%TK)h6<>JT$G_qKOS$&72kkri4gXp^aLEtO
zyCz3I?x~Oe;AiN!-}Q&TN%l6_*Prl!m!0+IH@@OG*Zy|?`G5Mt>4jH*AG!MH=PvZh
z-&Vht`PuEiqkiQ(A9~6~KY!g<9)0B%ulw*cDt_zoAD;TIpWge*mp<{r3%>E)+dc21
z<9_#@$Jbu;_V-`()t`U+hu?VT`@Zu0M?L<>7e4U?Pd@Vm@{V7*@)O1TIoao(bKH~O
z`_=z<oq4ZEO~3rky_pA7gT>+}Z+PX)E6!am|L`}RJDqy<onQ9pH@yDN&-rrWvade>
zcSc|@KEPbQtN!`ZPRe}dD)+gMM~i3v>cq3osN9n|zD~T${_%%j@rL~6cj&3_c9gMP
z`RBJh`svskuf6Q7&phtp7higj^o{GUz4KX5ea26p_Vg>C@vhzCmBOp?>KFR=*!_lo
zeCl^PFMqZ9j*CkD%g%WHPp^CSBR}zIdUD*C%ddOa@h5!rCHepQ>2Y^_)fLFA9`;Y4
zsNMJYdtCJEm*4p#d!P5N(#NhCy!j*l+IgM#+Ku@me*eV#|Lo+){y6#lS3R=3?>%Q7
zhhP8W$5QRj{D=RxGjIFJlhR-N-KFnJo&S^fJR(zk%-t@OZ>L>L`=`C{^H;y`i&uTS
z|8D!)*T3hS-S}@m^_w>Js^jk8E<E=?zH-?a-)25C{o;KtExh3U@BV!0`X7g9^B;Z9
zGhXpnQ+o6Fn<u`j`1{lU{k!$Xc^BRPev2p0ZgaXS@L&Gwb9beL|Gx8;Pko|rj`ZQH
zuiAfR+WGmv`Y$+sKl|!OJq|BDi90v*{FDB!a{K#pkNl2!=GD(kp7`I_T>6j;&wl3J
z{~`I?dkuF#`1en~?-NeF__eqB*Wafe{co55_hT+5Z~HvwgxLe1`vdjg<jxz<>)hi3
zk@dC3-Cps#mtJ=A59_Dxy5<QdKJh#Er!M+W_qN=N-hRoCU;l<zo_KHe`Ul+e2~Yly
z&$qw#n&02!F+aAktIe}Md-}-vuNVCIy~)Y*K54&EeCBhW_1wkVUwwJ?i}$X4?4i%+
z)JrnYOug(4SH0!g`a|#im^VM=V^6zl>y)c@d%gT4u6}&fxZunK7yR;N@3`QX=luFC
z^^-rn^18Dw_~~_z-*d(XdiO&g{Pat2`<cb{#k0@5bNg|n2fyco4}RA9PkQFXU-+Ak
z-{DN-g}Yz;>{osN!4DAc_Qu8a^@m>)eC-b67w>fb`%b_8H$QwI;uYWj+eaqOJ@<Xz
zdH9E-j`zJ^{O%{G-v7GaJ@8k5f9m7<kIfBw`SF84weO72pC<2ZKmNt%zfCRQ=4DLn
znVAP=u(QAO<L>Q0{?m6|f86EopEgeae;@no-S5F%J}L=!dt2*uPyWowFFEVHZ=JL2
z;k)ns*e{%X^3xvjccbzpFa7_dyaRM4-MaVN>2#8g&5rG4#kOsm9d~Towr$%T+qP{x
zx#|7xea^ejch0$Ye0S8Sxh9^eXVw~{>i?@**tVCsGL^3(DoK~oyWj76qq@g^h&&N{
zT@>9jp568HX??DzMMpwXq^92vK-9q4lX~UwB9SG5CX9Fk0MYW6Y(v4t3WFl%(vM~C
zh6vK>amFeJ;~tVB;p|1!q$4InF0uF10^)tDgc0IZbXgx9-)p}Y!qMsCmo&o*{Q5y^
z#K|J6+nIC)^wy*dut-yiW$zqqneF<95(A;YxLqhh*q4@+RnKNVR7{pBtR=mMjR-~x
zAlB~~BzxvAp~h<vul$nNEfWX)-TfY+CPZY2a9dPE_gnJ!Qd)|FBw!F0L||G1vnLgL
zaJ2a-D{%gPHUxLNG$?f_{!5~FE*YMiTVeyH7wnvkqa)KkGuk1B0<QbV<R-g@Gf@|3
zR&9k}&yB7%7#|xPw#`1_;!>(L^CJ(!t@<XT{nLY!`_)tnoT#JfXGYcP#iHMLOmON_
zZZI6$-%R7N>r!kJO=Ywf?M>&4SqIW1$)T%~dgy&K$y4~xU$itGr+FwUL@O&SW7p&~
z)@(8;Y}9R5(=?l$Ja0j72@`+Dj_2g0R=BRPzn@x;vCGtzmna7vUnyZ|4#-xax!%NX
zL&k9Wdy-<P{&JcE+OVrAA?ByKNqEviUob?y5zCm@fDRelOsc_DSdWcena6b086pg2
zH3)Lv5u1G2Rd>I3c*nPO*r1y*={vHMj?nUoDgGz|JF#Esb(!syfu+WI@l5|RUgWOW
zcqv!B;6*pucLO?W(5WENaHp~r7UgLPMk5sk*W)1%063^}%`88`pxOEqC(UDibBW23
zu3%vETN{@~!}tG{jvy>+v>Opbc3TTx1)gD+Rp6t2>b$?92Q=3&AmmL`5*<+ItHURu
z!vIg=M~N1RFMeibRKQz)OU4j{Ryrdcb3ww{o8YvFXR-v|3OcP5riqkri0LLwh2I&9
zR;ZII(<<U>2X{yMYAq5=FpGu=zL&*5^KHm?zXWAFxrDloakq~y{YDmP@i6UzE0@0<
z%$tpkOC(zc%G*amz-c&P5v&E&+0UGTcUGA%<ST`F7k0k5w_|5<&~C7al}19t!?7Vm
z;4OWAced7aJWrRpZswtG=Y>E~C~|CtM}1I(%v-%0kZbCC1Nu>eceBo593;h7$Zo7U
zbF%J1-ePV1ND>8Gta`LdxP_#{QkQUOaBjfin*fyIJu`~KoI(c0@KzlXqJvZT_uJwm
zO#354ba^Qu1<{<H9K8pd6$N$2rW!3SlZAID=Mu@W8Qqfcd<flX*Tn*cl0Nei8S%Y(
z9dh07`I3dAM%$14q-$-Qt^P**4<jDvP@=pI(2s515TSL+fLa)8t`o;=Q_?;r;D9%n
zn7l{*E8(V+xEddbd%>%mC8HD18rvlm73{9k$X+Z?^4uYX)#u}l9ohj-(_<1*h2P`t
zKbBa<t=u=Y`_|kpBihrj>K_;~=c&ck>$i%2i0@1Hg93sj&X{~n9LeQl=$zR^=FW=X
zh#e1Q4tgBnn0V$6xs<_&ltLlz%SLPrh9-me4I%<a_Rr*hXH~ORlBb3Wn<AVE(E7<8
zl$4Si@cE(%y6|+z3HJ*2m#`#?I9}AB!k#~9w>Pg|p6&})+7CQFl1duHg=OTrfC-h;
zwxN5&`ku82(tTkPr(KRcs+s8Ad`%HFTGVOO4PH{GPg=Tk9S%mIZW2W5FqFR~zYpva
z^z6GX|0oh^yWEt%?=x|2WYO5asp@}pKwHaS$cv3{RoLXNk7T9ja4)!)S`G#V46R1P
zOyT8wZad8PFm}6ATx_9l?-I&WRu`Qe^wr@ktpf3{Y@M^u;lh$iVe*1s@^*7nhIS%l
zj)Z3?jVI;fGuo3)w*ST!MYobF`@X=2-qEfct(np{;3~7D<TR@JbW<G5m9}9Q?I~)}
ztJzS2mtPiB*=DmZTN#Gd%_7>wM#$u23;VFz>|K9T<hrEk{L*#jX4Pn*75Z9aa7ztk
zXbwv(P>G@*0~sJs(MOY5j3jB(En7j$deP0;z%^rtCru}7oY+g-a~x0~X=Ug1rIDR4
z8w!$PviK*VV5}4aa)}!>vC!P_Xj$4AXUNh#K2r20oDgR3R`*b%REH<ab(`_VrdtgM
zJZ+?d%(JdzVy4eq-9tFs<d6B{uFFsgw%UBL;j8Xi{%`VRHQ*uE+3F<t@}zWODnfpK
z6!^YXb|%-@;;Z&wKEB*@DPv(wW-VFcD70Lo0dd24ytAe_M^uJ+>5&t05dnfn*d01H
zAzV*ZTX39XA}2<A$(9u?5E3)pxC;Hs$JLBSVj0{jAXoMS$_u3xqHs{rDii`9bz6(&
z%BWQOmz!EGU^exu*Y&VN`sLJM$DZeW+dS;Kc_?lSycR+S%}l!iSd~wE=9&c~_!$Pe
zMMQc@Tqgmm^M*Y}AX-pKHE)puyQ!Vw7K-gYiIuWlP^Z8`IMm<(1Ulz5bTPgDLX+Rw
zy1B$qze1d8k_QLW#8Pg`_EVdwwd!>EcUljg#w-?T2k}A54!r`T=04bkjH#^qtRaK1
z;ue;~KG-P_eLWy4{XXwL&H)yR)|iQ#?Wl0W4QBNX`&z-U+cMU8D+qSv!Btmi5Z6f@
zO871CMG0SX!?>EL!sLD)Kpa`nM8-{7tR+P&>wMRzC4sFqVK{!Lebc8SAT4_7*>xN$
zp0b6UTKyPrKDc2&*iE~5aMf}$0p?6gs3c<<S{7w<+OJ?hH*T(FQ3t=;vvHX@+ns1h
zPR&T3`cZ;IGV?$ZZ;VB*6ggU7h2=(a(PcB`&FlplG6U9q_wzzo4uxHKn!;!1WH))@
zDY%+Qk;baARdpFs7O8!^u8vhrq3=l%{jMxLk7i{)xNxx6R9KaG-*AVs$&q`Tt=D|B
z@hnKY0!NjWx|rvEEd9m&!0|$|P$Qhpr6b!>#kr5$$-;DXl5X%(IatdgS*D1uH&yt)
zHvI{)uTxQ&iupOEG@kLU5MoXc_)SeHAZ-;`MI%(je{oRp3hb%lcGqgkgnT8pqsZ_$
zpdV_c<f^pd9BBTXLYLn99#k<|*D2T^!!1~r;k3X2<9woLnrz+nM`iVwN(Z%5B<M%X
zT=eN#-3IHhehqoWoZ;y)FjchQXFEt@;3#ixZ0rw5S$S5H6%1do@y`(Nmjv@En<4e?
z1H9XQ=9xK<`iw?-d$Azc2m*U!6KL~mE;^2xo&%d1Du9`!SB0e(X!%q7LuFiaOOHu8
zef?2hW$%NHoVPV0(nEGFPTB>~O1c|wNvz(vwz}DCA3%`}{wji?6*p;ZfH$3V)0{Jp
z@7CS~a^rIqsxe85FodaK?6M&9GkUoka`h{-CzKt8>eq287*3~K_=8^g=&fdKf$~E*
z8@NkCXS3Rim`&8LEI|<UJ{8i9ZOTBD!E#+7U|kZMNit0n3W1$!X@-)h5*|H$ZH)eu
zfMQv<tjI%n=x9y^I)Yo6EmP~ddWs3Vx_b5G{p00Gj4=B`dkuZpO_RRM0bBQ4`B2-L
zu1Y+})=N$hxu{Bl%KCnn8pY5d3!ssrJu!&y5UPi)SF}w8#NI(^t8DlWc+6LvN5IT@
z{v#j$SaQ`letlSS{FJBNVh&@%YcQi9w@XP&9K9N9B%pQ9>vG60_j}5dJLWwRZ5KQU
z^U{Y8r#gpYv<H#(y*IPzzsFj8xYSb<!QY@;N!gn2Kn1Oy=d7G-6-+?J6p_uBUhJEj
zKbrlmel)u7{JzlDVCx4F1nYmRPw?U#aMU*}nwY1i<y^E)A)F{Cjpr!TTd|c9;_k1!
zomf5Y@pMMppb==4T_~5w;#|*riYhN-*xw_i+EQbosEMMU+kGqt##T7?CiED`Dsha~
zD}Xd?<x}%mw(k<OaKt&lOYR&G#AwOwr9>TGI`23QF#@HSF7M{9o-zZ#eSGhA9O!4&
zGu$SL3`xEA1VQ@(symnT-zlCfe^)$(tSs&RY^KAdQB>jO=M$xnbha_kHTcwLspJhU
zO!TbG4L)U2J3|X4TmT&d1P!mPzM-WZE-N$Lr#Sjq_fsG>q{sauqRM?{nClwb;?n=K
zNZHWD_@^B%Gc7Fyjf%)$2?iGCf7a8rFfn(=CH<>A+|T}SCH|O`{Z%agsnXi%|HP${
zva+$zHHV=2qelPfn2L_^vpG>aU2_wCUQ1(hL)_2gpMmi4SvldVQvsL&|FFRY09aZ6
z3{w;0A7bvOg!^gqFHPIZ27-oP_t!rM#l+0;N5}n_BK-Ms;@>1;0TUx5LmNX&eM4JZ
zb$S3Ujghv=f3zuR`Kbt-SQ<mn@aftb{wsw`qikZyYiVopuZ+L9&iwbr|J3?3uK(5h
z61ui_{6BSVJ{JJ+UnT0l=Ki14!u_+jpDUqkVqo|4bHI#@thjWvfBO9I4mx_Kf95lO
z#{QiD)#^Vj{<DOU<xeO7Uk}F5?M44?%Sg+D%lP?qe+Gs>mklG}U%k>X{uQHRWX5G-
z__SfB!)0V*_=hbmF8yaI1AzJS7x0<;r{<r7k(TyzG5+Oe+<z?H=k))`_kXSUr-Mvv
z{^>t@z~2`FK>u0)|4#X5Vqs<cFUr5G0-`ZWrf8C=6UY!PP)tg2q<yuF00^(bHxTDw
zP&g1Z0YV_TTpq71;}Zz8#%qVQb9o3o9w5Qr$VUw#ygVi#ySg%{K&pn(C5jKH^XykW
zwhmv-CYC(!M_D&kT|1xN&K)n_Jbd+0IG_fs50VzW%GLQa2_g;|M9K51-+W2!O(U2@
zjn@qpiC9hyx~S{3r%V;@_s3GtzSS*v<-OfKpeTm`@FHRp^jwCnGq&P-;{+tda+FHP
zhvkg-2~C=LN~F@`%IDt}=FBB0He>P%3@PTFoSd4Hm8JV$M<{sWJG9G#xMJeVxsvj~
zbH=4rjEF2)>%_O>^OPzIB<re%klH7x6*7bAujZ~Hi=F%OFNN?((?~PZWHO#ZGLkZ=
zh7kHorI!rRktmbZ*o%_ibrG%s3A%)Ae;BCMQ@JceL)CW+XUi4pppA2)9feUv>w2K=
z)AS(FO8Dv?p(TXs8Us$h20-gQf`46^U_=Q09k(dohE_Q+;EbP<;25$nc(N^dwSMXQ
zh~W_nVgYY8#n%M4)k}&lg%X3c3+bJ%Q@dGD%i}Z`V~lQ=Y^-Y7S8G!bQ8lePr|PcX
zKL5Nhug_%36yLzHLbxJrUb*;=`z$g`m{MO`YugxFwPNNtd)}AhCun>sc>i)%+E?1U
zwCw`OnU~F;wFeUq{1vF=g6<x5o}eP)AO=D7;Q(b{W{qj<c63Wmf<sa+pME1`>^rNN
zLRKElI^1nQ#M^gvdgG9$p4fO3O11bk)~3SCkIv3l$m5a~sFqMJOA2FjeANoXc6Z(R
z$1B`HtT~uPL(~#tHZ%UD`*Lzl;7$5mde#}z0&GveE*wl(0bU6itV4>@w3fGelpk+Q
z%+{p!QV+Xt6&lJJrq)>6qNJzU_qD@#bogfR6=vCCiP<~tMEN6U3oAfMzQjq;PaCOM
z2P|Iu-RiEg5sv5`4%x*fa~tnZ{aXM4W+|CKi+G0_T?DY=$z_Ib--d*Z<o<H;q5zq1
zs4WtsK0{roW!b6vP_-?*1$v!$a;v)>d0+1zDFpp}<Xa`XdW&#gWOqw@wEwj0TcF}q
zc<}XCpt<eDI<pt@qYziKF6+9DUvB|v!(544)=k${QKr29nsrvQV=n|7bxi0<ty+!?
z+M-AWSV0qEF|yFerxq<EQB~aJ07jKQOw(Z#%UFk5_c<ce<X4+3@k=hx`CZ`y5F_f5
z;8U(Wg%?E%odD77?{6SWDJ@qWvRtPC|EZOB{wRL<5X2l#-@&bfNVgy;w`NF8om3<~
zc3!<#-glU<6k)Feg9+!UEzn54VtCZwFuO^1yLPb>PX>WN#AOGm3Bm2Q;7TPzZ722}
z_LcTRPJoJ3Sj-@@9C1NpMda+^f1irHU<U{B0X;ht!Bc)o6dQNo&&ineP~nS<X&13B
z9YQt_k^^eO#sdWzWK66rt}E1$4jNZH!s|p09OmLusIg~Y3%F(Hjl6!r#kp-4fgSjU
zugv)lQnnw7C*E>@LgQ_fq?UXU*GR;lt!yJn8mN7@b0;%e8EDA{74ia-!vVL0r85TR
zfxTwVvN4-xPfaD6m>i>)ZXFDtts&1tt@VxO33!NsA&EhNHki6&4lbvtjkiG;&dLP}
zIr8aON^A1q5wL+T4B(LGXd{|YhE9bG2!GITR}z;mG<m}3C^;d25b^0;y~U*`!?+6E
zr=_!VA}FWi*8D@jx&rOGpvY)2Rw8-#osiKl!SWsdTaZ=rcu-DA_$f{}OI764DOWK3
zTfM^Ml+Z87`J*Y@s_1d@Ogw*2rxusWHYT5<;!Y(``TN)H2$_PP`JK$yf@Tf=EPdab
z_#=N`fbuZn2MEt()6bsHfvR~{)2xsJM_wg+j``hLk{UM!bh^km<{vcJQC?%)e217j
zVzA+7u`Xy>o5cHJC9=44@M6t^h~pBTXH-b6fK4PJA-b$2Fz6sKA9u2U;+=)pMDL%O
z0XjyQsY&gfm5c{F-zVv%b})|+J?ZcBO$1nwf%&LDN>x@{%XPoT7G1T7Z2D*3;byli
z4Xn=tDNKP0*AIi3nW9JuzBd6?`?Vn>bdeTEmqgkOZvfZun(;9GE-RkEx&QhqJUXTG
z9a2$n-uWV10UPT%taVLUuD^dKEn}6p7s50LYZKrL_QR!k<nQ0st|=Oa+Pg^Ug9h^l
zR&OjujkFvbx*#@DIg<3>fk6#+egj)(b;OEPF$&dcQ_$c_cQSQ+ZO-1$%g)OY30mDZ
zJyN{VuY^p#j`d`_bA4KvTfks5+)1B0Kd)YSLlxpM?NvP?dBv`Xp`z^$&ays-0r2x7
zvP-VgqOJ~TwG&ys3ojBHa6+XPgl$4f|1@>+CFZhepS9>lUH287xBvp6EbO?-Y7u9h
zb2quY8ztJgy`UiwOw<2tPNNgj4(iB_=H^vq&68dY_omx#O}KY8-ix%?JPwx|M#K2g
zD67?Nv+^)N-Fqr~E*`-(`j{DPb$Y<mT3Ls_ms9lGy6O6(Vy#~tyDPKsY2x~*BxgA$
zv=jZ^t*GNIrRt)!A+bsVqT>XJe|*pxx;qMMdqWd4;SKAc!#pN2df>HA_C<lr1m{?v
zn^Pr9-l<99dq$d3W?dQoYc9xBCYG_n5_n)-&Da&^jx-yX5V};*{jWz7K(~A?#*gIv
zoYNbV8U{@vu@u!PqQimA?Ss*)QGb>~SEgv-2Os1QtBX2q&bxP?d)v5f&l=N~U|=TW
zOzF8c{nU^Ay2C!;eyXw%jGO|{O_s5eNozfkOPq>Q2J#RJ$Q35Vwf;QJ;+aLez7lv1
z+*}q)AWkpY?woF~9DE@t+^nFYvNbQ+UqC5q&>-Jrk-&sZ;sj9^vVwS{G~tMJ8oinX
zeRs+;7BZ5BM~6m}wdd{<Rve$sAJ(P;o8irYnNFLH!Ga}dMvPsFl0ITw!h;(=x}vev
z1N^-QxEIo$?^Od}Z1$7<cI=+m$3!hWi_$EiPAJa$Ei;lFmn*&aAPqvw-YxfQk-tt+
zB+6$xZH&v1IV^vlvft`_?L>(Xt5SQT>M~n0?Pq@G8!H{pWE6ZF8aA)sBZ(ETxDR<S
zhyq6l^QC&!qo)1xL#2p`&z8jvE0|NWZDuLz)=5#z3cV~U<2x+d{s8Vc68xbwCX>12
zT48l@#coB&82%NA<6eH1n31^*u(mf<%Ga4F;1HhvK@ba}6EFVEo*b~o$V7%;3XCxH
zP0(!5w8rT>7gO$SSl`53WN5wTxM0M~;e++6XJKNo;3SahMAdXTdATQw*|g#{$;NSO
zfop-U-PEHK<CfzWL7U6ro_IQyp{G*za&KSOp+s#&HEj@qV_hLDXKf8pLrpOZJ1N`u
zTw?lGdmT}<n`iJ_i7KI}jYeJ<c2xoA*uh{vEO+FhMwYThM7bsq_3F)*JAC628rchi
z(-+#eU{nm6NP5^9(HZCivP<BcZki7;{vJ=H)UsDWgw#%&KB&GZV;>}xpoI@sUE2=s
zujiqd?nibcyp5Sb*W^{YGH~PmfaQ?xE;M(b4B&?wX|2to#9*w~cn99fluS1K-U^br
zRfYH7-(goZ`$iQ{g*CcKl)$`~1d*T(y77YGDdQ}yMA(<xvlTJ?f`+Q~P)*Pif(gZ#
zYOD)r%~mTJ8OURD_a<vms~{^a)w+0A6XHaqunoK>jh55GW*!*(o+1GpF=~DkQ;Q(7
zo#`ixGW-OXXMDnV5MnJ;ouVZVI;f||UIc5|h*Q^@uv3+fg_pcO_-Q)C%L3=}->`q9
z(Ph4&bO61;Ug*fGpRKR$VZIsQUn@7Wuic!X6ADwN1Ty8@2<`2Mo2fL;cU?M;ifGGP
zf(S$Fz%IM;=Ksd#=@eQltxs^PQ{rd8&2<Q$Uq&dF;Vu$D!r-7<P^0j$y`4cXXVkju
z>igpVg>RPcyEjW&PO8tDV*m~p!pONj;eBQ?i<37{bpenDi${BW(DI!&1<R`WwFj&~
z7Vow)Li%ogmLJ4dNqm4F?112aP=CM=@~voO(PX_Rx3?E64^!rnZS5V!#Z(aa{h=q`
zdXL=sXqcH445;XLv`!HbJ+cduLvi*pg2cY&pm+lfVTB25$}f{NeXVv$u>B7c20#ip
z9<JYm!gzb2uH(*}OCfLiRJuWm0)G-!8*xzoczcnN<yLA?NbLz?spF9_nf79cy?Nl?
z+&{wdLItjaRYBv44}t+{k0TM~H#c%g=0A&h&JTd|(Sl<M42=%Sy9uX5!C^F(muqYU
zbFe&Q7RaU*8vXbg-jkFvIka(z6vutgiG|$F&S9Iqmz4Ao#utSnAxz2ABbNj+vk7+D
z6+1+^+fT$UrXvN$h0hOp3Lg&1F@sG=`$MATH=L2J0$hce2Uwg0&kqD{!`2`Pa*kBB
zQ7BFh$MOgYd1Q@t60?wwhP|)q*qcg^j5~EqS6SSJ4zUJ%@djE(T1+phNzE=l&ca4n
zkb2%SQ<qt{5GKq6V@GcKRPiTEox)f>lcAXOKEk3X)PnPZ__Ke41soac#1HQ85)<v&
zM0RKRhYN(rGOCD8CORzY@7TfY7dYrzqz!mkgLU-c(z})gQVLrP0A?GyqrpB9`Om&A
zRZ_xIGq4-R9yn{@VG}<fU04QVudKnl*nj?cme?oOJ6<Fl=nE{>$y}E<2sXm5eu*z%
zj1;dCsW#`U&W-*wwT+55A0oG+pZCd2Ahf$tZskLIZe*<5L0=0bDH*($5`+X!a3|QY
zQewuf381Igc#SktO)t^C)hfq-hZ0}N=sTNB?9}fOH3l84s$ovq*awdVZjRo(F1Msh
zyyHT_&hR$|RviX{g{i!R+6@ep;0A{NfM9w!j7jw77QNfDdl$!ZD)Pn-zr?d7Tcd=B
zz-R<U+4s@;{#C`JAb(uNPeN09lwR8d=e_&7AD^7dV$nIr|F-rK=ZN-@$x9&2i5?;P
z@aWqnm80swVyOJ!;(L&HI)M-^p(YO>nh-k(k%^VXp4&<#TC?-=i&Gm7qZ9bfH!L@)
z^aYn~AftPI>ShWlPfox7e5Wc^-!ru+ltWhDgFy?ugmcw^vGbEKcg!0nKwH#%JcIB=
zZrN@F_z1N8;A6rfZ(kNwm?&z@<yh}VzUT3+t($jLr=C~C?;n?eB)uFqcr`(np^)L=
zv<flRdjLatMid>qbn$M-L$dQ%z&7eNcv8`M206E)_sX^1W-=A|MB$)<*x9QA!Y)fH
zEL4`<HyaO7T|N*0)t>fTH+{Eif@>E+#mDfcO=?Cw-Bc;DEC_hyz^5IJ#;iDLxCD$#
z@U<2iI#I1rWyD6iA6T3Ia(OQj%KQ>;bVrOov3`65w%{Y>aftyXoM!VW0&4c?ReE0p
zRZYE&o9C@T5x~KU{z=tjdewlK;-MMUPvI|q$8<S-f-iQG1y}T2;rq<f1<^q3cx0xf
zMl31x%5EUB;8GCTh+hI6Yu*}giJ*2q&<EZ#h84^LQDsAiAn|$WPB-vk_grss&GV|-
z{@9fjaFaX!ZnWiTNWoxQ1$*b`Q<K9JN5<SCPDB%8<WO%Ync^JXi3_;9h37EWo`=It
zhSwM7{g<p8$9|ru4?6!`IYc&}_a3_^Fh+Yr>s7RyuMM$FL^m45mF|@Z5Gt~zUM;U8
zT@B<u{@pnUP~?XtUf;iZ$M}7#=Ai{Li@qc%BCQGfdQE|g0Ef&Qmnm5u6arNGm|M;+
z#TlvPU~F~B*80)LZfku0u<km}x$(eCH}8t3CwDrED8o!<&fJqJnynWoloMRwN$7X>
zq~FHT-FdF|N(*A^r4OVHnpRipA$TFTj_1m+j}EQjNI-1lHnh#re$K)v<4|54=whUH
z1K55aGj9Hv-(P1Cvel4RAw|Fi^4PKsV7*J4O79oF>pHxpH61eMr@c^|0N&K<$Wltz
zlY+Uv4W7=SLQ-q~ZhNS=`??B_Y2}D^TZrDpd>pMwr^I2v`Rh%;s2j{Ey?}_&bpG;3
zOpmEM8N<d9db1h&?rkjn;(F`UtfJ`2FOh5In{#+pRGXD>{Cl7cd*V!m{Sq66x~es4
z>=ue38}QDLo79SGlDEWsJVA*JwNjbTZzr?-n{!|=?rG1~q;9>21iV6~kam5BIRoqf
z-f{uRHFz9W{DFb-s>gF=erv|^!yU3*$5LR@1?iP7Ea==b0@p}J4kw8>n|>-nRL88j
zMW9u%-}-(xUq0~LQLD~%*uBgru02_%JPUIuPg3#KxChx2P&_FULRK@d5yu41<;>M+
z#MC-<fAwQAH~oBob7T23!+*Slt018RD&o74cli#j>06P2g4mt7Waf;KBTH=2mDcm7
zgRbT)kRW(@o<80(FD8U4hU>l2fb6YnNTOfnuEf_vWyn0ouChAaU&ojT`&D@t^dcHU
zQZ2y;Ml}8uvhS+-0dxN@ENp}Bd{u3Dx3umEBAUnhVq3R=X)}q0mve}bCdp5!JBx~~
zq>v`Dfk~?nTj|M}zQ_gP1GZ}>+gjhwJOJN2LYa_+0(SZ5W(frzPh_>2=`gpqz9S+_
zD2c!PW`~!geY$90xY@|9DIGBxz`@g5&)(uG*|u4t{#1g2ibwzF#3Tctb@+9lg!3ot
zl0#`-wl|<5?v@L&I#t6s;WBzGTQm5oj?$!(jeJ1p5n^7-F?LD?a6a1wSzkzAVuY;!
z(|hNX3>S3+<e(3_lf2PWlvsyg%C!5jY_lEjm#;dkH{7_oNEU2#Asv-ufmja=0T1G0
zAmKc&3IQ!uSK?RTgqv6F!a;NIH<Y0I?-!}4D!=T+?1+Rz4->Zg6G~@!B!iN8g&^&&
z#c#xJ?&_-ZwsL|oiosR;v&0~0Z@NbEm$Wf*#UgU$k&5XAIT}_^YN~{|hw1eK88U{t
z7*jZh5fPnbmj|mF(W@=ZB!ez17zwE6Id343?qlW)EYqUHSqKhDvXf!4VZwiK@Z;wN
z*9E{e7=>T8Z5$8IzMZ~$Xp~IeBchfpNgxEHv}7s%JSru+M6L4Y4)1pPrS%K}2<wk@
zTid-<?ghV8JA2<-w31fWZtLIo>4@Upgd4$9>a<TxG$O<!$x;yZQ`Thv75a6X8L|w7
zWI;QsT={Z6ixY~g|Lru8gNBb}&ffw-Qbg2UOI8by%5BN2$>=n@fUT?_;rXb>Yiz9D
zMo7MB3N`p!pm8IH(E&{9#&fs$Jop9UkXE-3u|;h~u$J!#{(u^aMX)Zady(MaJmM2x
zVPU8@^RlAn6J;&|4=oKR36;8_XEOfM4+(clEKi`cQpe2OMp1raN#5da>V$Cq*CBrU
zVeYa8g!>eLAJX=B)RSAg&W`*u;(VIHIV9TdoIp3-O6r>`CSQnU%w|CH5V4;k>qL2T
z$fTH0_4G2gkDDQ;Kx7ki;ZR(P!yYok<6C=V$Hr9KGY8@?;)*g^1!en++Ipo5Hr~XI
z?fCu+(gYb8p!aocMt|vEx<*8b7>AIY`+-NR!~}GNUxo%HV_$&N$RHg<u!xnP&6|9o
zUN?QPkiqS?iy?=JOA4-6^g)SRGZWJ*W(nnD>Qb;lL%J-#EO|p~N0l%MtBH46Iw2s%
zb}QZEri!)TBjQa&8|Tlo?nX!R#vOR4N~5#vg&aSMyc!%tCPYL8%qSH~avt~nAhJ2O
zRhPi;8YYPSVU!=T_+8fxe%{+FSz(<8sLPz(inSU^QAZ%!N?E8lmp0azp@4Z<T_dYo
z>kGDU|5iV}1hL@^UU#VBe13$}5gGu(q$!ZzE+Of5ElK9Kt8Xh{5+`caBg{*>s^mvC
zjNypyOrwz)t#r{!JeIcO3r|8j&6dB-Uh1Cu?EDjdfn99P2#(De2#!t(N6gm&d6tc8
z?^U@IDKi<+YhGa|8ta}BvQj#QxQw1n-5`o^Zfl)y)~B9CQE1n{Y?H@r@#Z}VrK51-
z26Ppj^K-UOhV3iQK*k59nBJry3ca8YP*jK(CcfQV&$aZZ=9H!NECn9M1--o>$Roz=
z#0>?GxSx&OgcJ2YXGrbja$SCLeO&TDul}Z~a5nb%lFf1oNLDOyxqI@T)S=<Q!A1{2
zB}k*Yceh;ndjF=YP)IOLA(g?Z3SKRvU)esKy5$Z-gn`eBM<kly1(W5{W{SD@R<Wr9
z+LUm_zuSon+(|+EyH_nb50q^ke`sl8Pl=HAQk&3wbmt>AEYVWfHU?1W1|-Ufmj1Qr
zU=tsG5cGBwBDkE7_<Xi5Nx>8Q0{7*3x$!<eF^u-$mOu3ziX(9|>h;6+t6kjPPhjgG
zg(Z+mcGkMcprjkWajO$l9f^K^zL^*Q;;YNd`E!iv+U2QXEympyzu}^^b=K`(4vfIb
zw&KVe-ZTtRGL3CUfP{Ua*T4AaL4>d$8ZNw(%S#x}mpOtcyp;&hO>nJeLm;}!Iwp7n
zP;J6JX@cwN7FJ_GHP@;BuAxIc3I>KjDiHO28x%tow-Yh}x5csv&NP<T!LB({bnG0G
zw{}cw+MH))cgnr&{JK{GJx4{q3t#TfzY(7e9dIG+;qtXMg6@P&XX#oq`K~w9PHY8s
zgB|Y->@5^1@p#1loa?ItQAZ#bN(Z&uyYZnkv+UN1EhK?)ulPqob>kxyzV;)#E==p?
zjYVuDjTSkx>-;O(NIoi+sbvZgjhn|6y3*ExJOzEBv1lN%((b_s39;hKi}>gLB6_6P
zSd1TcL8P|=X;8^yyCtCY^6tmTMB8FpM~6c;rZ!YBR>Oh!S<;1WRRPpV^F~?dl2rxA
zgWFk7!@jDGry%y5ondAsHWR1HGC>VFyCN5LbMFR!3Dk0m>ax4S;i={b4p}#(2c;{C
zON8d*Z=CE4m$LR#ZoiI`+6=>w*lTt_Mz1&F;R~!B;SWNPnwv46Z(jyqt|I*}UPZnv
zjRBbmjd8o$AEh<SC)>>Mj1_f@E=><j8YwUqq2IB4aJ62hp4>!eCUIBR8wRYd)|SPZ
zK@{$a2NEmq?Tr)`D1kMJ&vgUiVV@7<kR>?!!+Nbgxd$EsvU)lKt6aXOKdEQd$G$~Q
zT5&4D-s6a3$SC*YGTy*-A%fD?Z9gpcoiZn+J6BuiYmR+wCOS|#K=B_70~SgKW*OFj
zZa3i`EBJ^=z1Q?y&M@&5Bd&hCOnF=}-p+hAVJEIg8l-N-?W#A~_rxBz)rf4ydAPas
zkVbj3mO{e){bgUM2j;(H$^g2*!?Zt0^M8QKa)!qC=DMHw^)IH(!t$R;nUU@<n)w$}
z{s*4>M0x)$Q)c*gru@mJ|8yzze=z0$-!%CXMgAeqpEQ|{373`e|Ar<5{_dIo1^E7l
zXa2@}KRxpATax~o=-+tnKOFz*rhfrnx_@N+J8=E?6yv97|KHAkuR)8;^w}yS!{_<=
z1s^7+PY}yWhx>{0ahVvHaG4nCaOvp(fpR}B7(Suxrw!vDM9fJ4C(cOE@@fAEwlXpN
zPav9s<qzs*{Y1i_*!K_erTyczKk%B7k@2&2hR+nkXZar-&GMQ0lgs#tkN*O}^mLzC
zn3V~a{u9qLe&S&U762~uKVUWk^Jj{V<?o32|6ud~6D+3tH(2}!P5%ch{@-?m0ccr2
z;qX8AhygxFObej@H&(o==%}DzjPkK|;c5jM4g%8GKno>UrXw6~#tTApk0Pmo6^Ab<
z#0$dz4N|N(fR{j2f%02xf5j51-l+<0$RemlYjtLLpk|u0EBaV}8qvYyL&rw*MSEr2
z%i4A8gZCE&VF*G{7_{w`XR*1uS`J%Z!^bAH*yd{6rN}S!ptH(51^quDU_5ibxZv<O
z0!A^hXLQ9XXeb_;D+m0ANdhdA5}beh3fa0S6!J^y$FaYK-UCczyML3Oy;Oc$YvzjN
zB+%PNJnuMENgUAp;!MZpkOm&4`DIq#Sp!aAjJ9;4#1RAo<=Uf1KwjdfosI%%r1qDN
zsr|*KN2Erd0-npCJddd)fhiZ?{LVq2sentMzYRImeJc}xQ?uyNa%y)THuno&&V$H~
zEy;lx!VY$JIygpU2cWF!kfI)cRkt$Dbu7eb0V)-*uq#zbuo7qhS!!h7hVP6f35BsD
zc_Moxz8nZe&CfZ$g;6Z=kSTWwPl>2EWoKO|K9Q^R@C^um-##|_#q8qb;>>(+GF_*7
zgF@y0rdDq`)1dhR^Nz)C|6Vns-Rf|%PLO3>x$e#D{tW6lTlwMT?F$Nv&Sw4?6e%3>
zygM`H`GbDmFUop{zo(mkSU^Z{Kq8D$It3Gz+wi!~ulFdE$eoLT)o{OT$yV-QT>M4P
z<JreQ6oqC;<=Jq*W>33(@cB8_O1VNUz1`@n<&Je@&vLQJq;|E&e&rr(<6^bmbz<H9
z1s3yl>w+7bEzObe<4}4aB9q1W_%_+6_F!C_XR9xhMw7Zl&h2jb?guj!(P=)u>18|f
zfQ&y3eU>Z*1|P9lR{pjh3y~#88Z<Oi1!!*9%BJz5!J*0Gwx!(z6GZN~%8bg$;_pLK
zb0a9a2*v=HbPwub{{ltYFH2>{wBhw9tm7^r&{6>|0Yad@n$iOwQ}Q33F8#IG<Rp?a
zNuJ9t7Ig_Zcav#A>XKP@bE&&=1qsv?>GEvlv(<z(gi|%EHS;l+qQI0_38D!A6z$NB
z`of67S^j&Z2RD*ZLn}WX2-d9Y6Gb9hgcDk@VkhstN3eZ8_~~kdAJy0qNs$Lh;WSr}
z*!p-Kd>Gfw)Hu4xOj~3bo9Od;kW$+$4fx-7s=n=5V`Q^<%d-U1lm1p+6+(ls#zw7z
z-f{|p(&!d^4g0>@=kDe$BEf^C2NxbZC`3uz6*d&qgVd`}Ua$p&K#LXp2$e|y{!#@x
zls1Mm+RMrD8we@;o3b_Zf^HY`YA^O_pX_P3<*T16i;uIpZA3cklN<BO(`I1Fsx|qR
zpMn9Ss{DM+cun?gG?gL65smAh*2S;<p_i(B$~?*vbFrn{n!K9b#?fLQ)A(v(zT;C8
zwyR+58vk2Y*X@h4YiAs-_;9LFO8OP)G}*4|kXfaE`V;XJ$P@Y#`4hwwceCQVfV-Bv
zn)=@^&yMfaZD7Dy4lL$&gVriLQD;@l<NYCJUDTcR=oie_#;9}opu5A;{Q0Gf@2?|`
zZEw&Y7q8`)(X3_E+ns~Lzw}KA>8GM>T|@U^Mu63|&+0KiVAb=K$kSQa)HfhD`>a)=
zr8x?f%7|dyudrJ5ap~X(wJe0838&FXFE=e~fV6h|KSI}k;UTM<FBG1RXvTGebydk&
z%+G|rm4-$v^LKy|NV5NKEy4H7wT;R#`R?|_DZ)@_<aVt`1xtN7HE!C+p%&b_TkIZ*
z>(Lsh_H#6PkjElo)8vd%{dkCVFrU!nyJMJO%d}E*rC>I_@Gc$5jXF1BNuT2VuRQvy
z2n|wcimCIRD8966g9t?o^)^K3oO~#m+UEJTDUdha?YW6x@o7czrv;4rVuRaD8f{2p
zz1GFX>?zr>{j}WkzZgPTv^%H4W+RlQjfC(x6+@RAbjA<t#+St+w5V<Ozbsf&Y~gFL
zs8Rp)(QRu;dKr}(Uj>0Eh>jB$Hi$SjJ}F@}v#)#6h?cwps5hn9x`2HUa<BK0h~$PT
zYs5R%*V_}jvS4q}%|I-{Kn}bq$H~g~Qvvu1%?RqCmo*#ufGjTuaKrQ(6lu+=j2SbR
zu6>3Dk=LEISPP_-GtI<V8`clI8eliq_*ER)j7>=H=|dJr)C_cJUW>UM^M0vGjF@n1
z=9lu3to9LJiJV6n??UIdmzbuj$ZIxTH)Er9jYb-Q7V46{v;qzM3OSBquGfhSd3;gM
zsXZK0AsL4Zm52|GUpUrKFFr$6Z)U=AF;c}H(1lRm#Nyb&*2yA961BEVrP9WC7{Qp1
ze$ioH(u9d8FiaVZBiUm$tf^6LF1VMKJT__{VwzGa0x`2CU;g&7qM0l@Hid$f#H~A8
zK-w^2UfE4pQS-D4Pq#R4Zf?{GYip>zPwqO3{-wEg4Ds<6%}A4+O3z>lg^h3E5NRz(
z85wT%mw)6>nwF3+Q|f-93PJ@<xFNm3OCk}mLv;StV(0P7$fO}T#pUR{rY$L@?70t9
zU`PCz5L(>TO!X0UYUWjpRqlG~mh5`1mCy?aOCB_JJmL*@*y_oBn4`Mpdc@~@6$&~R
z-y^SLz7>x?y6kqD{~T965%Zo6oQebm1OS94NdtoUNPVIu$QVM6W-!%6Mov|_I`$@o
zmPZza!O#<n{m!QdT*#7o`RG#H1@yNl*lG%a@MWOje9^b?6Le8x`xM4yDi(=gg7Dwf
zov%8F2}y=1n<e*0#ILnOWKt+Ph69Ix5osisrzu0k>*Z_M%exlCACog`FUTw?F-xEp
zt7orNxMsPQFC2j#^WTa-i@S_<g|^Ot-@8uWxU^NCbMzIDi}{dlwG@$z9dlsx!_Nd~
z)2UI%pw7{{P(y#{cCPBDww$xPvmdORu}8!%I<re1+Ec?sfo;hO#T0aHE<*ds@W~ko
zBc(+NfR`(QBDh!N=W^`xFp~F|fM-{zGtP^wLFcM@Rpg}>yaQw{auMeWiqq8^lzd<S
zNew_(9S4tugy~FY8=@>v>o2Sa59}A26Rbv^`eYU=u7q!#RQ(?noc&DKwq<gy13#xh
zk8q`)WZ#87(mzyb^wwVKnY6h_J-Tsb@K^CL0Mv(q&)7Ti8gVpoh#wfKo1K&QKV7G}
z^NDv@UM5+_JtYg?;c2p9ugcdaI>Y%cu5`KhtlzYDh@th@J%4g|KUr>psnp+hc%)IA
zpnOoY4oB!MuuRM!+CCYr4+>T9toJ87`ftVQY~;|gkG%ix53WXBhFw%U?=oHD2&5X=
zJ8wfVxG=L6GZ>fC>YcwSeZ@PY8mPQX_0dgygy!sHX!u@Df0x{g&LATE$Z={SdrFLY
zSz3&AurAiZ^^~w!9S$1?-@D{kueR)^KH2k{IO})OPxRVn?LeJPAJhe07t|>+k>^<J
zar%O_$jusFYoRbvQ>~tmWi_$YM!Fxr2-z6bWZz<KDpZv2E)}`M&^b>0vxAxv?2go-
zfbf0;{`GFAM+7T35z`6-^^jKy0VYtnZgs;=TVB8Cnue;?@hGM*^cZ!1ZeD@r^Rbbf
zVW9*n<zcj#6gKWjTs#C4^4fj9Z530xfqi7p4y~mheNL!cWxB33ra{ZFzJ4yaZZ0%z
z9UWbCML@~CA<}|4Kb3Wb9%`bC#wmb4W6MN(pE0$#xne#{t-!rwj&49z+8EQVXihBY
z9(f2Wrjv{n3==BH3!Mtfl+hxAA=kltL54iVT+m*B={yJ-{nx_WbQ1fIB<LFPvNQd%
zJb%$mqNxIaR0XEpFm<h3Zo`HtGG|r2OkLxK)&_cH1E^1zfM)p^zIr)VYMG*gR=8bu
zka@p@fO(;LKPF0UHoR?_1HS#QRdM$r4C&6fjaD*Cvv%;QfJ)G_hGimYcR3f5;NcsB
zt2g>`ASz@kEG9v^_+_i*O1pkzHQ()Ikt~?hK)oRaC}^Bsqz1?2pP?6$y%r6q&?$PD
zdJ@S~&?>Ugv8zVQs`KP#r1ez6{$%1ybz4K5Lp3#*N4LTXD2(!J))YT0zpDhV&tF&b
ziCH*Z54=|$Wm*)MV%<E`&9Eh;7XFT<M+7afh{<csx`&>*85W2voBIy7vTB+`VhyQp
z3K!`ODrRBf^@9sMK+b`CUVm{sgiwB+c-K|XdF8t^6}`Q0)%$$>NUg1lVg$i%JMUM)
zI0-O}Q+e}+*~Pgze4aG;GScTo{F#wsQ^#=ImF08BtM1z=mr)C=oMP-)9H@{zEOc0T
z9EAJxaVKI6IqgkC{}VF=CTWO~-njfjJl!Qu!({4=I=F$t-O3646-CCk%mXUwAQ;A_
zvd7LOFuMDD>eBXF5=$X@QO3rzwOToJ*Pc2__z^VPtp@CFiSh<Gmme<M_`n}Rq(*{)
zu@;Xd*^v&sgcTr8`1~AMLnUyXsRd>z!A-)m`GJ^p?=J)C)ZeN`b&W>viC5?*{MgZ6
zaUjDBD?{Y2?F*AIV%HSt+1)qFZp+S{<uKUFl&|j3GZcn7M?OFJ5HHq8NuMBA;4(1N
z`a(HlmM>*yO_i~XEh$Cy;q*Kz@;d@cLI;k&tT>`c1q0agQFbdY0x&*)-Dn+bb8Sm9
zG&%6JQpjM#4$?L>cwvKfpmUH{4HDOft(#h0*Z<PEzcO~xwvfth$vgv5^?-sMiVEV+
ztNk4|U}r0#SaKEOhaIBufnOL{M`~U3>2N~Z{txO-@eJik4~;AOE3W2appD%_gVFel
zQyx0VcL}ZYLG-k+=|s(MCq)$6`{S<~whT2kKyG49N~Yy?$^)=Chq41Fv->}Lr*0LG
z{mOr+1-<q>V?%U(P>48gxhFBl1iUg%Di)y}`$!bQhVYwZ8)r#9E>DK$M39*T{*1My
zzr(nQSy&W_pTwxj_mr4>mV)qE5x_X3nj<g5&;VcgY7FAGA*qev@Te%(8BW?5>(I0A
zW5*PC!65+Dc9ZpWH!(W{F=xW5(d;6qy5QsMy1z#m=teJlKu5!NJIWKR&qbh(OhGbp
zL8FiR<_mzCs|qY6XO&w3{qZ0x@~sLLf6Sj|d8~^a*G=}|>lr>|)x{>hb#(u&CAlA`
zGQ<vweg;PDVdvqDr;Nm{RRP^wEQ0%<<MX}Mw)Uh~gF?mJjcM7yqw{h_drSvt1ExO`
zvW-?AE82!(k?aLYXD$94*>lq}i{MC<18=@u&bWS^bgPu^qA8{@JoDRZH)>B6<(u?7
zgCYyx?U(-0rvm3gSH50sJzeV87K0~`lw9o`x?d{a0Uw1&&fTjzXDe3`I_unyvd<95
zLEp18W+vH5wSDeS`Y?m+jen2`Z@r+KNAk176L=JTyN5^bAte~jO^?qBA7zXBRLltV
zVAbe|>bc~HGh)&{7V<-~5q`1~E^|Vp`_J<V`@t@ID)oj0fuLUm;h^X0tvTpX3rL)0
zFFfL6c|l~Wt+qUnDTX#7TjzI7w4NVVoF9K^Y{zv7O>BF>4@i2&CWc%g#@$*u%@Yun
zozyXltn&04BOJH~ppWTF^`+UUic|}+FUs|?xoOFp%aFY^>wziOY*08%gPk_$p(<W&
zkdNoMzZU2<R?E6-Su>se(o{Ij?kbxLvBfN`@yKIIWO8nl+ThN($&eo<omj|8ik(@=
zR>>98Zq&o#3Pk#`dxa%`iko@ir$@qh%wE1I2=av2r;0RWC3Cu;`y@><UeKRI-iNKG
zRwrm3F)x1`v#p_~;=<bF<n(G7f^PVvsM_Ck7s6O&8hW%D9|C=e(FgM@QLj*qwZIIm
zb)ZwU22W{~n{Wy5CNt_Z?ukakL6i$$brx{+(V^GNvs4-a4{V6|C%7OJg8J6|8S@_d
z6KMVk5|If&hZ`w`pyF^8!_bOIl|O^kY&3w(Q?OpISG^EGPp2!-pb<^kK62L_kZ{a9
zgq@su#9y&nDSjVPt<Xu@{3T7>UBV{&)|uZXy6hlqS1<X4X1=tbF?<zDI$9i&@UWRG
z<XYyGScGyZ7?GrdHKG=7-T_K|+(8=BG+??48`@Yj0_jZph~}qP4o@VN%&k_|z&-cv
zI?m*Q`w)6K;lR*2N_QB`?#ojf4&g`FPA2_Dr}L|L0eHh(h{^lNj`qx>Zcv|9(EFAq
zw$;@mD#JV3%IhUpr0RQ*CdLNzP1u2E!^ajN+*62^)#Guc>u9B`Z*%WTmQDgiG``3n
zZIH09Q)GPyotQOJ8X-2$$t@3I2(N>(|283MK?09f-m5ckiXtPCTTZUCUV;!+g)F8e
z-#Y2XCimfrsMcm<x_RG}eg@|kVeb#yO9>rc;|kkBTPI446fwHP$)UId0h^Ey))}->
z(Ls`9@LQC}njhGwo_^|OR~IB!s<mdEMB<rUHqonrcF>-bN|+gdI*!MnS6ESX8;}g5
z0rV)2uIDkEk6zi_Bm<Synlt4jf>IAB4iF=7Xz20`Dw0=_j^KXb;>0SM-%{JCL&jwn
z-!7OZIrp1l{Cf*==c><~<K|oY3!?ZzU4{xE>Ox`V$i_8uQfn1sl`13RtNWS{mjb@h
zhX(l?R*D=GjJ6rNOx)nJ8ohoWigC}uboWt#k4PcVVJ96i=#3FHTdScSf*CmkzxP+#
z!-xpK-ER$6V&2A!7%;a&(O000fuSQBsXrZJ`FtHvUA|4U;sAZ9hAu%AS*ZpK39m#l
zXNVx2A0&)LX+sa`7b#jRe23gPd!Ix6mFMbE5bKHz57SVJjr$`hqoDz&hkga!RIthL
z;GopR_XfrwzamLAlA*RGu~V!Qm}DXrF7!xKAxQu=^Fj9kJl+`Hw3J|2((^tCIC2$w
zCv`VaE}fcMgYB%K>A4HO1ActlP6-988ht{sJ{D+Lw?<zZbO~Ol(W<+#g(TcO({Y1^
zU&V5odS#_oPvM-(<vEeD)S%hSGR`&KrcA#_M~Ks4b674;O{<ZgZ(fQ!EZc+%is)@p
zVtR*7|5}TI1Rv)~yg3Y~O;-Z)=+@#4zLDm*b)0Nv_*+DqE#{L;zQ>?iNmIYjFld)5
z`Zlje;p#~UQ@7x0E&&IKdSejw!m62X9&6<;<=7^wixGxCJ&5%0XNpO~GF^DU@qH}(
zjh3J~FrVM=ZxfCZ{K?a2$Z;pSu$R_-Ww(=IH>Fy^dIYLA(#%*U=sU{R5-1dL=mZAn
zE5sF?>j#{N57r)sz`)OUO=foVHK?spnMZ|D>jNvcB)F}IBSafjr!w~0+{+G;r}b$c
z+Tpel0yBt-YErU9{0eVo9Dyt=laJ6w#V%U54_QwHqZ*r%g_$%}xj0*n-L*ZtS~h{1
zdmXjSJq$O_g{TVfdx9&;+!l$N{bB>8fvcu18$LJnQ=-@tY=u6Si592ecMNBzx-q4A
z21@Ap;thOP85ne7*RLl<;U%^xFCRgzjS=k1lQ(z<DfCMm=S>RYEi=Hanp_IgEJh>t
zPRWO;cm+yqCi1nZ&ozspl*%4!4q>uk5{?%d3y(DSrpU!riRMOq1x8qA3SU@<4leh|
z1h2WWn`ksEQztvaTn!fGQGQf^w^rjs43HvS$_a^{s}6M&8x<VwD~Ob4b18N-2(w#^
z>^Zk$fAABgsz2L3yVkIwmjiKxZl9k?yiR$WwtlCQ29calm&2G0K(reRihXUnBUzjq
zJ2yFv0s4?pR2+>oWY!$ZPUTSBAMkSD2-B!V4Tw!YaYA%RiOW^1==)u<)gCADj?Oh=
zXibxCE8LXL;JzuJvoQ$CSiJ4g(n7;@&9s9y34#6Cl&GydAlbW%F~4(Rc!sbi32nmB
z8NRK&fRF6R7ujAI&GS&`OSr0VPBIa@W&ryj;{5>A(eR6XwXZgPwf}<diB8T^-yV#j
z)w(T^y%*b-Q#@l^h!<A$!^3qAb^|@N{vE^R%!5Tk!IV;-XgyT7qBoc<d?1d6p@B}x
z#X?LL*+jZ6M$5ymNV>b%pUgDHT2IEu>Yy+5jH(U$p_f-S$d+@c9r0k8j9q?7Mmip`
z(3E<7Od;XGR1S5T3F3YsK~Q7Ev$TvLKhkxgq3;bbU2SJ{ky|DABIXJ~$!Y6!+n`D4
z1q@I}CogYO>4&~?SXgD6ldh~}$d}mddwb27CQ8GF*n@aw#BmO;YQ%>uHD()irzXlX
zC{b2+{r`~m4$zf6eZTKyl1yydwr$%sb~2gR$%GTz=ESxqwryi#+qirF@5A#x=e+0M
zyY{MG-PNeBTGhSwuHUymUoltdP!077XD%ZBNJFbo7=}?{Iz#{YiG=7roy_kh{WbNe
z)O?0s*KR465IRGqT+|7da<qdh+zh5_R9M!e4$l-#e!nlTmJ+adspr?!YL)L}F-3ZL
z7cJ=PF&vLX3p273s867nE{O*t$|U5ybb5n~iNvYdRLEpYB=JF*I2wmCQm`?%j#<?v
zB2WC}P)gJya{O7D!7AmPs9<8jFEUd=X_>?@MfJ=^D)TP6U}w||a6_hz@le2i-Z5ap
zhD$@zS(wW44I^RXY`Cj&^QqV=E2%P-mJ_LfOpl?mg!MHyZZ+;sp%E?i!LaM1Fco`H
z;Z?Jf5@_}WA-m(lK{%vJg1BaWN1Tu1oJ^=ls3JQU(IS$mLNdoQ6c?utpkm&B{hTA`
zXhG&iG=4G{s)V;g!lD%`YTFm^s(7KShPrF_0~hZ|_yrtwQ4J)w<-R2a(|;_0&g_@(
zyupzyQA`7jJ2UhCNR5yRSM27Ia!U-Fdd_EFe%Ya^v3zH{*bu-rY&>8^El@XL*s8F6
zao3XJp=0IZ;o!#I7W>C3k@Is)Hu_r$!=CD0(K(JnjtIYY=@34hH}P*>w1m(xhi5ZR
zH$F~YO!$qAFpjGJtF6n!+Z{<<PkV1CCkH3)HrIm<yvoc*!><{R=!8y!u*05m!?haN
z^q_Rooq;8xENm<`;6wl^_#M_g==j`Enq)(Jebi#UcYTY7qhx*nasAImqPG2*$EJ>`
zm5OOBjQPBNtY2tlT74TiP|)HMh*z(PAUD3{LyGo}X=cLx7SJ<6EzJ+i1q^70rP6-0
zp_<{^YhB~B4-FG7pv7j`QaKHf6sFQGP>w`hzSaFCHgW}ZGeSG7I!Ng=>d`}z))+ze
z5XY7W%{R|9n;LaI^E4Gtb>lWOHvRKNDMwHKJ0VRMpO|!ycR;CjNK7G8j+$7+pkbR+
zR4L;4L=85oT&WcnU-h&Nxl2olQn~s#D?94Q54nd>_*m8AS<P_K#b?O6pIvz)$xP&f
zruE-F+cnu+0Fu+2;-yGnd@~m)-Fy8Y?1?Xvt`GPj?U@HUtF5c6O|}N!p~GjHnd^FO
z4_T+7?dA#wyk7Pf6A-261IGDP-mK9lF^w;ahmQ^Y1D1V8z<0E;Gdl2eVfFC|yhaGQ
z_Dr@D7|@-@bzgV!;Tbx6iS`9NZ!H$+A1Ng;^tj#3n!J5ZCY#<}PA=Tu9Zss6-a}-T
zpV@BtvW$2&ZSc_%v|RcxfG_F!RVFY%SGnoGOG>>hFoO`l8bIM-bB`fBZYeyw*x7mh
zAlXyL<=bBdwVO&j@!W&H6j&$&YaY*o_L*UzQcBo#kc*3}58dUIw@TA&MA=y&m6Ud@
zuS5=IEg=##U5>Lx(o!ZJt<>qFni3vG0xeL%TuJLy?5gz76kZWTsdR{ETr(eo9s2}6
zAeX~3=2Y0`)!KPG>M~RB&wBCZ0bF~T@Oo+SMcniAEG5`trtWrpQH83`&JGhc^ZOMH
z15VW1!tvEBbbf>DM8_WIB7<Q=HN%M}Q<pdI;hKb1f<?SU@dNplp}(SDx{|6QB!={1
z=5_Che?WWG9x8o{Nl6l$Y>;NYh&KMas(s3qe#Yo>eMt;bL16L()^Fpld>2j0b}9Gg
zX6@2C_sGs+Y+OS$03xmr*_j|_UHJaud6_pEC9)+K@O8tQgoGFJL~|=+orL#<+*l&A
zVBAe<yLCyDCMK^=>Q&*Hi!iag>gn-(8lpi`OG5KFhX`J-eviA!8yWj3T$#yHSERZc
zE(g|T94`?avq%}fpvN}*f;?6kW(8i8F^)kFCh18beoG9DdZ`VAgc?7M40mV*nH#Qv
zpa5IwG<~sn3WP&bJ-mXX1d%WR1+=_Y3fZHs#T{F6qrYbm>J@t1^OC?b+9G|DY}Whw
zDL_9Zd<A#32$f}b88%e1;;uTwxQ$)E@P+q+j&5}HIn=SNOIfB`m);fzCm|qiEN^rd
zDO1+VohKHb(ZI(HN(QT7UTU_V2}ukZ_pXf^naqyILocm?t&2B)1fd{eS2Jl5TRBmk
zwQJh-=OK#l0#}1;WpNIPSbF-2fik?tzR9%<&yqvFo_W|ovJ2H-jQUlZ?#|5qPPv!G
zI(Sm`uIg6nC?Cm~jNNI`RSH$5D5rLj7WqteJYa#=WEU};wx8zOb2g#&m;Qo@>{+_X
zmHZn0WEw-llS0IeL!+Cx5uARbbP0m}1$~rrNp6q|b(9No{-cw~@c?*KL)<Lk<Sla(
z>>FV0RQcCY9-H#QnJC5qUQj~B*j0Y~BEFJ&A~G`aAyKoxML<D{Nno{eD(LgPY$0vX
zz;XvPK%13wkh9QSc5R2YllH{4ID&Zsd8Eb)uASWuh}wHr|1R(-`DJIbOR3i?7LNM(
zF{LBA`33U9kreR&xt%w6Oy_%MM0AUBloe&=>&H3gP#UALu|=}iE*Zqoi7U#Qq%F=g
z{A}@M);ca<U$Yz9hO}mz_r0R{rr1Y2@ApsKNsI~C6R)r)5f5p`Lh4fP#h9s8w4+H*
ziK^O3jR4V3qDBo91^eG1vt?blfXEw3pJSFiAg9W|zPx@1IGs$&StJdE;_^=3kbXG<
zg7(3~^_@a(Kkh|Wnt34IN)e#DEhD7@%PQf1B(*-GjUJ~VzAht4tAs8Emz~*Zpeq)K
z>){Rj>&cyHHrC>J9@V*}lPDv-ANQor<a3aJt;8TjKX7q5Lqj&;PTXy8vE3eci%^P7
z<v23Mt0&2q*a-z7jkpS}rCrVsBi6`utg00wiFyD|n%0m^#3emxntf!H$S-N;Po$nU
z-qN?U<tyW|#W@;(56zBcxUupn(D;FLBb|Vio5*nZSw{Erf^I`1Yt(Api&|RxNv3Lq
z`h`+#)&b|&TBP*7J<Fz7$9{w^rGbn4thH(3k#R-g!66}s#0J^KjyIO~Xuldg(gnO$
z4yOH<biM6mJb$X<Q#~&O_UrzMlC;dmPlLVdz}KZIO{=K#R)Yl#8Re`_k>u~4&ZSvT
zqELxYFH{ehxT0^U0p+U4c6^OL1CJ#cw#kpJbC2y{gh(=O1wwRC0VLz>(_`rKHaXb2
zfg0BRmL<7}gw368x(_2Pc}xfCBz%tiV|Mf*i47*Qol|Ss`{h!oo9FiW6#5%5H?lQ>
z>CcU9jpVCzjeLz~0k)K@LVa5@_RE9(B*xLrUNHlX8GC(H^zCNb_v4<|kfPwkxxR;i
z#ZAHbj^dfM$)xrH+C0k$_toQfTjbv^jH#g3B@PK_w2#00y=7qZ>%&$1`7o%X3<i2*
zfP~NI3i-pia8^Tx50@r&1s0gnq1ojjYve#z^)S;8LhD9qn2@P&W9x>`Yl0%2X+$;@
zcXQ9poZ}1`pIl+<N?f_3oL!jcSdr_j38ObBmS26Z?Nx7sU#-Tg3MK%F`wjp7;WVG;
ztdM6zG|nO~J@D{;rysQ&=TN*!*@Z`PUY%z{GWHsABcf@mf>XAt0)E0&kG94pN?fWf
zGCzr!t7thpI&SS+mjpKEZbLrF4&uCT^$NZXrI$0P^^(2~=c0SP8RDY<#g5^;_vH%2
z6Oo|DK4Po)5t2Xb<%)^dux4Ax6F0kh=}L+>Aeat5Vn^kXmEV8T7&g22;EJ-tmtjXH
zrOPCx56TluC1pU0H>zr@j5Cnpl2rb;Ws;a1w7DJnW*5g5ohQy__v|BmNASgOh({vt
z0D|8XoWVDbRNg_^D)%2`-hl?cIUeb}gExO8Jd)5G2GQP6KEk|*b#7m{efj7TxMCRF
z(V97NeB^ldKcEZ0a`q7U6(g-y$a2)7c`nJk9xro?;b2iwHI)yDm(y-;nrtkK8RcXF
z4b|<SiI?I1;k&@%CGvCGNBblw@ca5KjRpq+!(E0<8fZ~pld#viAA5IQsKtRYQ(B6C
zgSL0*v1GOINlzx2IxR_Clp##F{O9xqwuXrVcjeXKj($j0x1fsNm1^rH8_P9|67D=U
zl3GktOSKhpD-yr&3Qp+-1-+@x_>SKa<*VwZvFyY%?jzXC@fKO5_h(<VHN(H%t1x6`
zYR~;j<^RDKwJ=Unsk8{SsI};x{1))L{CAtl0Mkje2VP{9FUiiKohjZRE=iP9uwx%n
z?a<2h$gilDdg<iF`9tVtV)|C|SOBYA(}L6@*tWDEZ8zi(xH|2Gf%X+6KT2$<&vT7P
zd%z_n3Hz)SmfHrENjWE*T*uksbn$go=pJKo;VGdQwYsRCh#K*!$uKNGI945@JT%f(
zte(1Du_<xB%<tTHPPyE+UO(hDrIut6iKg7Ff_#a=jZ7+)#$6FP-Mo`5B3gVkExm{k
zSM3@%9CA09wQaFVn!p;L{KtPZ1eBJR=CVz%eAROrODY+jGdpHBX|$7TX4l2QuY0n5
zZFuMYNEz4oU3NGBG+>p5tx!=k!D7aPp9Y%=l?k()n<M*`Gru9`xUi_w(rW)=Mf=Lj
z^V?qOKDw)2t8-i>3fU`UH~42bn;!hn1V6F~MGTwduMfc@<);q8dcc%E^Hih};sZCb
zQ4A1lb4?@PEY!M3(hKm<|Kh@h)fx;n%P1bSn3GsiAS?!0#tkYUW^G?p=MwDM3+)jx
zE-Y^?z=zf$-XlIj<$`H_=9#cKYZeq-gYtl^1&aq`KSO+5ZE!gOdmF6yy)xjtQNQMo
zMnl=9q1VvNtZAVq-S|@nAMi@}+XL$bs|rT7{%Er4NTK2Aq5cS`*r+0}x?JbnTo=y{
z{4QRI4|ndwpWD7Q&A7uxZ(@n4dJk*h1=ALmwrt@;r$RuZLIC)!T0u~;(4-OWycmaY
zvH*zC1HKezxHjPC)wMUBeSdg{-`<}G;XK-lzJkYtS!LuI*_9MdvCgw@m({47U!J4$
zG5CGHUtCFS+rw;iA|JI8l{7uUp^1g3c#KsTifRb#-u#PIP)bt8xI9_SY5_Xz7duxe
z(jaNr&_2RYQfwg$RO^Vy?elW>)fq6qtA2>ktMN<201AV-pO{khS&putDYyN7>3j#P
z9uuyUu4WG#%UY0`gYI%h$c9W#%8)+66E*>z!Ux1X?NeNX7+VS<pBdp@d;6@jzJq!D
zzmunJT5MHKMZ4O-cM{4I%CkVo0#VNgq*n~v&o`VOF-O=}0*0Ut>!`P*k1vtV7lHSf
zrTUO($x3&;bp^*fIbJw<2f{C`JvupFklR*YmHin4Ccb28L!r>-AU1W$268XYDtbcG
z5D2g78Jq^PS2#%h{E|Ag6mUuD-16xQPK*OD>#mp!lSq>0DD1Km1q)fFZ?Tm(*DTq$
z9DC%ldQY2;eIHJZ!=B{}L^y_P9T+#SUd}h9=U%M$Gh8oSqE4g5u8h4+ObsCT3mZ20
zHBE1p(SE*?>Jq$aE0{K>tc$kOO5t)6HuY_(i`IKyMINEkFyhixE+hCgzg^I}8sjP~
zm<ex*=MmpL=z`hO_bA`rcv$^C{|b3CXuE>#uxjE`E)=_=7RhpK>>94Pc_XHRcb22d
z%7{84zEN9waL&kCalO(;-D9qKrJzzx!xB%swNcn|R+~-EaypGw%w*+wWd}hDCOdTL
zILXB?iTqmb+N)JKE35eOyvnz5YZ<AGxMRnBmXO<XAE7`jdv9^BzumZO55{_HSr>e3
z{FAw`d;1qF%3z!X;UaD^3386XPg$JKh4Gh(D&~HlJnbvGUTd10)B8`p;^88Vi*pYw
z;I3k=F4vgsHR_!s+thDYK#-X6@fz#xSPP`1WV?XpCU4NXfOjlqMqZ4LQ%NNDX7Lo^
z5<xmR+Uar~pA~T8y86Gc7Sc$>4B&pwRZEp;Efi6kxtGMYQCWAS`K3>x7wk>EecwVa
zg>t72mC&UP3MQ$tP!mv|sJMUx_aM@)dAn_F4Vzo5SsyuUY#FM`B$vNLu0-ucj!bQq
zEj!68iDTBD>6@xN7$A83iFb=v{a}m!s~svF*TM(a!0g8l*!kD-H*njvOK~_`Tx-=f
z`%^*LHg5E2jr+}fQC-o6=qNOJ#Qnj3Ig>TC7dQ_6VT>e649ZN7HE0?)krrtpuJfQL
z(+!qu8^z45vB!@YZZ88GmKM<(De5Gm3JagmdW9p4nQN(0ii)G%`nl_e!ft{gHP$3}
z=9gnlwWNj}cg(X>_!-NU=+l^B6A#x@(F0GE-s}p1I^jx0y=IhnNtUWYn6eu;Rm11r
zX>n>7V-ME@Ue6iH1{1e}*Z~1jri-5*A8NGdGNyaAfgP$*!<tYC)~*W}tzRS@dXS<h
z;__@h-8v`Wki^S08aUf<ju@HGaGl6<C1>tCaCO-Ys=WnO@)i*+P~6o$CwObw=Ja)}
zS<R%*_$-hB*5nj>wp*0zB0?C_l19X^VZp<`I&+m-0UW3@(Jo6cG{N4eSwXE?w9zY4
zy+Yr4>UF-lPNgkb9!}=y37098&Y&D!8AIqP!_xjb>LYHSkJS0zw19XsxyZz$EOBwf
z&0VsAY257SXh|K0u+_Cc?Gt&=x1#X%VJeNJJyu_<O?R_FC>D*b>mEy9dN)iRs@w+*
z^Ail#;pu<Wi~oT_{Zmi-552g8u!@Sh8jY%jHNa6G;HqqEZDgaUBB%Nfz4+f~Uw<^>
z%!GfTqk!V)zeCA@O54Bd#s4M={~Lqs-}U0GK+*ZX>c#)6jSyHJ;a~Or&!TZA_Wv`2
z?2l+1cx^yGMlM1wCYFET!v0kHPwn=<A;{SO5()nULH0-R{EzPWr)d0t-#z~jjsKyq
z{ZljU;0*Y~!us#B@jw0lud;Erf8%KVe-ugo5q<yTs{c<SX&`Fs-!##>3FF^Z1yKVZ
zzK3a%hZAZ!9&BI+bl0F<<_gT6fey_qq0Pm`BnEDFI64VKqb>0Zv%K?1HOF7Tzldy(
z(|_>8jWbQ0uic%Y+V;N8iMoa*S5B%IShkwIH|unyTk@H?uXwg??z{2b9uSpLCx1vH
z*xop~BCNV__7Bp207>e{&*2`A4Ltn6ULX0Re0JFG>uA=@ey_O6``i}bcP=a*UISKV
zbL1vlpWYMhUv;i-_{BBoA81BcMR06Q*857%8JNn#oUC>4k}BoUU+y~()a_P})?O=%
z%BgFbDQ6T$esB>Aun3S;r7jNX?9*LGxd*qIZ;*5{cM^9pQKXK<?{#0(?4vmh>k@mI
zMbnP?$#NiYRE>pMjRnb?BbX}y6Ol|8axEC`|0Y9UfVqKTenGk=IhB}-t|kx?=<x=7
z1G`6=Qut}^YyKaTj<3#ED~y}#h&*a0r51EjT!A6gzh^v3PPx0(&42CiXZcigI<yu=
zjN(rLCJ&R7u@gHdPA1$0kZx5sy}V`hA68qLodCe%s&2Y)w1x7-Wd{FyCMC=kC+6l!
zcbknOs>o{xPg<6UqqFBn_nwH}!x?(d+Ro3gpYoQFEdJAjgZa;^3I7;l{~YMRLH<Ab
zwXm`M`>69&wNORTLa&rA2>V1N7?#V_tqO*eAO<cp5fKJST)gB<$l^B?M`#pI>-V$X
zkA|qbaa|Ef(cTCNL)S0{9mzU@A6Lg7TVl`!2Y`xaYGnh!&tgIQ<ue}5<-FnX(5~^|
zvDyCMfiM{G8OUr4J`5RJLK|J{4R>IZDh<)CI3Ttzq^8}hKNuUfpO9}>qus*oht>9{
z#tU@)$Rpd<v1~Se>A5PCr6TXT`b{Uaa@Y3qtKPHVp<JtuSN08euWt*dc!s<zktY25
zdS1(Yr1})q`uw}KjdF+fUIFabn5uZ{+I51`F|V`D4-2LN%YtNPzYiiF11#P_*QnsC
z&Zb4%(}Xl$KpeA1yL@lnUa8v1>l$eyHw_hsNQs;p(4@sIs62vRyGs3;M(tP?w)Y7k
zk5N|CP+dJG9`c5ei2(TpG>Q({Xtbh+4YRPnn#|L?+K%?KM<|RPfo`BdH^ik82uTVR
zB`PjT8<}y4im+_6m|G+)i3b(LH-@`u+A*tSt=1ut1bS+WH^T3hS*G6IJ>9~VOkc4K
zTPAAf9Yl3WJ7~R48rDjezp3UXtu?wdZrHvd;7Fu5u%}xGHcB<pDN`JMIYOw%X^;0d
zKltW47G;ve^kpAx_FQXv7|wOaQ=lQf7}23M66tp<Rk3IjR{f{@SVmDIvSZ^eR;-T+
zs|@LsY9o-H15{UkCaodX_y`ZFE!kxj%_~`x<9t`4Pw_%_FHJw*!6z__ScWDLQb}I0
zT=VpO`*FIupZZHZ>XygfWo6Wo$f<FZkkZECFg$R4&WxHOIt`oQ#0ebe+4LX#gY#|e
z?lMlm0>F*kLJka{1Q1inA>)EMJuE&8`)y!@LSOM*(t+GWfXGHEgn8s%w7$Xf`JBB^
zvD3!=G&7MT+JGVcTpB?HOB}NVQ6ZQPVENXjy-&lhgw?y6)s`$YAQOTO&eMMZzt!)-
zD@gnWvidtX%}>#L@860mKaHv9PdjWkV6jFn#g*tow(&9|egwJ^9Ef#=FvUO#XPI&p
zd{%f6=oDhrvI){nXO{=>{1Q(k#O`Cj_DTPX7fssJxrahE5zTlPORE{`Q_%^v&}U_3
zKYe+IE|P7q=_s(V%)$2TRe>C>0(h>v1@5Z5eUj4PdIdK=R^-K>*~^E*Jw&DZ@xv9U
zJ+VGNZZQL9LJ4G2vuKhps-5(T3IWdf)co2)6a#Dp&X)lvvH>d1YJKadK?mhTdX%i!
zVj|LwpZmo=1vd4dD*iwL=`9Q!;K@Ty2smxc5Q3K?5QMN4LKO%~I3*WlTK5n^@meHq
z*O_a4k8;ht9A~5{p<$$c#Fh8IfYLNWpan<H^Ap`ig-&mRh&5ak!KRb~*L3VK40IH>
zBWbpKK{1reMFyQ;l=oXMGuZ4QUGDUQh!xrDX^YV8UoJ6SZ)rSUy<U|&vfQ796TDZ^
z)c>VflN{QFM!O9-1T&_3g=LAs<UNY@8kgNz4i22$edT_^Bo~lwZrNol<A}MPn*G(m
zqhOkcp9zToLp2hrGDjRyZqw|Yuj74Us{ei0?=HuRU(FZHlus<0_hL$XV1Vqy-s1GC
zm#grwD_x*GN?{JfhM}8lg~OMFOLE@N7xpK<gEBH*;Z(alAeILTP8I!{{OxDdG|qtF
zv|B^Roz-eSpQ^=mQb6r4Eo;A#Upq7yK{s~r0i*vGb_Dd7NX4u}HVaO#wJA!7)f=hU
zaExOAJPka)wBABumfA~IgXzs(Mhx;!@Xn2l$^h|3BCcb>(l#fca*=A4QCJwMUj#*w
z_1?C+oHBv^O6(20a8{uOR9vG_v{NcugWs!2Vjx#?`gF_CG<eN)===wb0ox=~H8`1J
zcQmi@A}XL<<?xo2Z;kb_8G#mI9;=il>R7bciZ|m)#bvd^|Jgr?+T|mwv>gJKuHitw
zVT31bCQm(o0)Yt-#xpG8oMuTZI0lgzT`u*Ns^}4e_-n4#PeP<eMZzGv>fLm3+A8-+
z^IewY*VM%tk580>VCNy9lJIjOwgRQ1l||`9)h)lFtj=iZaT$#Jj_qx;0L~TAdrdPx
zf3@@cB)^{8M4YDOMJCnRu{me|n*xiEk-KPBN(kX8`hlsecCu;R!m?ez-vu>$GAvQ7
zuc)8u@CQMQX<-Gw3|e+vl5!6@zLbEon9JQxK_?|CfS2zZY`x&6Z72>cI7V(>M9K90
zAw8!48P>PM&Zp~lLe9f(88F#Hh~0>_$4~uV!)E=rrpp$iS=p#zfBDUq3}0!*&pknr
zLA5sgGF~V5hoo-a8yk-wuIc{;*V<v^ns`dPS|e9)q+%u%#!GafyBK};_DbU#x2TI)
z)$#@LI&sdS>PTn;%P*yuG6c-^Th?^6=r-#2=l*Cgg<~kNSPj9hTYs4BOq1kqHmU~b
zSj8i|d`yWYYD4`(wE&73#2YM6A<DheF3?ne8b0OL=;e*I*5Bq_kl7jrr$(*X^v-+<
zeA4II+GWM8dBI<f&(}TaPoz52?1b&PiCjL6-M>EG*K(p;6*474Si;?1pD*~$D>0?H
zTj4fzhg$r;kpHOYnF{Pqy@3h43o=%(b*5Ren>LKsqilz-J9=3IiD4m2d$hiCFnzk~
zt?|hsIJGdJ)H~-NFu1kUk+#%&?jd8OIC=?Y7uR5j^LRX{(jWUptJNbjs23zG7-0wL
zzT)wC=pMMcC(n3bEEM3l*=?0;Lr|CZRCK1W$9VQT71$ty=T;#|gJCBEwl^m0+!G~7
z1@7UGQKv+4HfL+2>m9Bsvceb{L<hYVXincS!mz2Z5Kv-mt^N_x5mG<O1Sw=R=&zW5
zi1uLMy}V(*^~QFeQPGrY{2DbW=DyW5Hdd`PFr4htZ9?5j_-r_zFV8;RKb)Pllk?0b
zgR0PkK8w10v%#QLRb}35&5X#s>k5V(EZSHZOaI_MCrc>*S||4zC(InqfNVGZX&E`U
z&)Lv_3$c(<g4<Gd>=5QM$}M7q+Kz-)_-7w6#<Qnd!rDQ!9zDvpvF<MhLDXQIQ|ZK_
zGe=c7NX3I^cAB^Gaql(=L0cf?H4azccE;l36gOtbxjj4<FP(!|eb7`7q=3Qd*|zVW
z-e&F(wILSE+jEZ0ZJi1W*c`?bdDzAyP$}G!xodV&P7WK+*Lnc&qJn)hfsy#@IDj7-
zKC;+G!34?4E)Kau*rqTkLZP}pu^P~N#+1y5HThW=Y`zM`guh9Kzr&2(y47|6$OoHt
zqZfiw%YI3?&D`@tE=Kno@2re^qaDE#n2(TOps)>GH9FYR6AVyp2PKE+1!c2?M`Dom
zl&mGDB9p>5PYw6@iGxH#oA!&KuPsUcVExG1o16}XY?=5qYw`Fu;*VEMPq8+YM;1dW
z^=N&w9f_v2&IO30=uj#yzm$b$XQgnIB<#JdHi85ZE-xy(K0m82Szi0uV2d9wIW<nz
zr=4lpbTF47gTgQV_~NpbXeC07AS%eEwqABF`FDW@*fgigXDmrrOjq0aNJru9Sr~Ln
zx;Kt7O82hARlygUr8f${GISTW44;Bj39I|N4)bDn<U|Wn8Wu?w<IS25x+^`dCJ%a*
zV0PG}aFHNcx>69nm~?}uzzFo}5?#oeL$?Mh@msd^pQjI#62~DAZiYh9emFK4G%2v(
zn(!19Dil=P(Vu}UEZZ2<KDBPwiP_kT9v%$#pNA+0)HLRRcJkY}ZLW{Av3u(j0>q|o
zD;|{0BEdvJF64(J_(xdRK)58Gb7j@~`Q3{xI(wYG7F{egzrUQ^q~id_g=nImt2fFL
zuySxi3T5WR()_gVkDpL&88+`=;_gw4RV-YAfJ8>$J5}tb0@aaXEz2+jIPPGNV`M!9
zhhSZJFL%3Sq_LhOXDx<@x1Xo$6_J!|+=h>Bl^^>AGaYzmL~OOsTk{f&)%tUbX7Kz4
zYs#w9UUyEU)|zKHrvp!h)44uhP1AK>QTJa(=e-Zd0#u~lhHX{F4I#)8y3b=j&=y@L
z9#q}b((4<ZoH|dxy@QL1{X)u{_hT{+lHOs@asmv?GEWD}+W$HcXbx;`Y3FBBKE{Zt
zeupuTQwxyY6$6)rF%}XqpaP@untc~Tg3vd4oGq~<Mk2ZF%hjje_N>yKf?)r>Wst)n
zuC?lDyp!K&=Ei0B#H@L9><Vf9`}`&XzZRccMpQQbGiY+{29tR!4)iw|nihyQaOA}E
zV5~mXXzDAHcRCb=$+4pd@$Ndr_~l*xK!>rBvr!ZcoD#c<_EVmbADV84LRMFGOs}fv
z5D+_`<VBNu4tkiW(FypmDOq6ovD=0jeWfD!SkqM0ON1hBjwliz${<SUcbm)9z3Ayk
z?;vrRbZ1`DDv}TB`^sfBvzlq$$?gg|RHm{&nm_%b8}gJjasy{N#;Xi1i@W=Qx;8{G
z;u8mviEheWISmoVx`6@uN=KBzap5P<IjA6JN|hy))CWFHvZs_pUCvv<o9NAkx<(hm
z7c|Um>7yJhy8UvrN)Lh}v~vh%l*?6>YxT`f@&RNl{i?g5Duy1L0tp4IflG7nm^g-#
z7&M}sUl0efZ~pd9PiX8b7I^2p?!3pYwUPnF+1<`%!(fN06gpWaT3@0`{j6>I_hrYr
z`x^Dafe2y_ZVqyW2}#ffWO11Y*Jtp+TBNW-n5v7<_*~w)1>6Injese&{7Ck3^_HLD
zRz#3yFh&DkV@#857=Si}QIU!C&FGSozc*)}x{mq_i)Ot#q#+~YN-o(r1NVWL?I0Nj
zSLfP;kwzP*dm?dqCaSc3UivCsy;Axd$95Ds(6p}-3o4_p6o%BpvJvC3CL95o=N|<Z
z{RVe{<q_pdtbjv1>A7vjq)MhFQ)n&m6eENbr?Z(Flt>e$ca?BhF4N(DHp7SMpSlRX
z5wM_U5Emk#W`4brpN-QHib#w1XrKH%rEw3#IIdpi6+CQIH*F4}8BvOK%ZvK`EG5p-
z);$N4wPRHE>ihJO5RoT>$XNA!W?u$xO2fQ7ER0TB40}cqe7q6olyYyss1Nb@28z}I
z9DfnupsVOsY%xchYv3je3$n}3_?6t=h0)XvNgE69BkA<Odc&)<LPRY*4DoK|kea^X
zGZPss*x!yNdN-C>xgzUb$<MH}=JZQ2GU?IVY?aji2!8rx>$kDvfJn$Q7J;gs6E1Pw
zd1lB)p{mt?8~u$jf5-K!g0K;5>-0yuwNCTT%U$Qxj%6rx%Og_;K`*z!39!&yNzyG>
zC;3YMk15!F$ncON(doH#@AP&)MbF0YR_~5`rK2*4SK06|UuUr_+GTOr;m<o`<HMaD
zj~v_us`|VlG>r_n%Of0C1`|OqxHO>$Tj;Qoy2>2S5OqX6I`mO%uV-Rf?(*z(i|}cY
z%bXEz)NsOftO78@hroH#3$n&Nx9j_awFF#n49StZ>t%4c;_7oj%Ys|2OK{f<-{x^7
zX0;CeXsU3;qYuC0TmBsM+1+TPs84;23bu9u3bWa(Co_oU+mkZfE7<f+gA0Lyq61)i
z_Bn7@*38psH9Dvye#Y<Rh`5L7zn9jZGDL|reTPvWqv*-f2h_1tm}#svN{Q8kJnoS$
zf<o>(d85B5fllQ=K&y!R5A>wv3Ixa=3tn$v!}eeBV-Hb*fjcMozbiPT0;z6dMr)Fr
z{+e=Zlfg_?@x^KqLMNz2jmG`<+C1<8#~;Ka%Ed5>D2TO)(*dkjLOsaXusng3;IV|L
zpT%j2p(|9L@=Pp)mFv|8D;iYJ+`p%;+#GMZZnO+@Z9c4TY7Mv<Ci)<lDk2<DMtii(
zMn$lS#C9kKe_&=yldZ!97fZnTYfL(1vT2okw+fQSlE4nkgPD>`Y)W$G7^Xm(w1Ey+
z3?!p|hE{3EX{jEHs1^k<jlZhiv54)@JV|9sr1y{v<(~pNvuQyDj!aCO3lM#e-A6ky
z;FTHku6Fi>D$BTO*orhYOce*>l9KCx7mjF;tc^Pi+*ta#ihK=t&T|V?d<};R8~f;N
zX5!VQ^zI5!JqL+Bq>&A9GfG>0B1Y%q3a6Y_b|m*Vq7NV(rRxHpH=nhx6)d43cF8w#
z?coXSduZ4DwtGrYVbGf)B_Ai>_|;wvMOi#R^Mu0d(OA6FQ16xjj2VTH+};WyU$MYR
zU(Z}0AviHMn{an>sia?NRh5ZK7y@5iuLx4+;DWi5#af3?kI<jin`Bg$w^)FKyAN)G
z+y@&|$}FguO^q#>i9vtk2x6VmC%M|IvR}q<qmJ<S@%%CkfiqVqFUU~vF~X*Uk9P;#
zC2uLuPF3aAg?$JS2XFLDV2<C@_4de?4lXe1_u-;dpRa`>6ij&jpgUCy<dE{xjXY$3
z&cmC-qD_;!1BDTi^OzMqlcVhFLgrOY$p~>8R)h13{IdL0th-Y;#nVZ&)rQnF0QoxS
zh)UOu7%vDA+1wq4k!8Bdn(R1uSz})DFt~;G)PQGhEKiv-NCo%nmw3yl+T!}6#h9hC
z)4Lc~9Ww4J7ctz*FJ5EDr#S852oKhVAX@h%_2f2+!s!xq$&mQ~mTv<P`4Hqo57mCD
z#sfx7KK|ocB7xJ~5#dbV8A5YtJ;IrRXrOi|j@8x?>Jv0)L8X3)=mgw7{?Rha5*o)u
zHcAB{#_JYDS=*_K>KJ5Zt+q$1$;15i>g#^kbVg;+!kR3D5dx$5kR<JrO*FK@GnPh|
zxmE3vv_$=4qzKgTR|_dRWx!9wO<dVF`=^o6iwP>m%)5O!R7NL&&tBkhjV(xEa|c*b
z43}SC0sh8_say4RzTw9nYjXgrTe`l`Oe{V#3Bm;nz91s~`G_lq?zCW<>}P2(tAq>g
zU2yMv0?P}Q^P9&v-^;g?TT-j;x3Zefl{0J!-4O1^LG&`il?>8=&rx6M6uq#<n>Wd%
zR`7zFd#8sQ8*RfT(G8e|Ya_;TL8VIB<x$KZF>iX=Rk;~yn{q?Qeo)3c=*7dAI?b%V
z$_@PP=jl#P83Iuj5@O_Io?kn%a`q0L(<`Vo=Xz+eO%Os{iJ4M_AC8fTy>oI3x!+Qf
zlPA~zX2ICBo2B$d7!PJhAR6per9hD6$%&`+je3}&ns!V|rEI2l{+E+UV}XAg`3Ys`
zf`i53@!`;gMmNDma3{bN4Nr8YfeA?Lg7&dC^60i0ZSju@!`9XQY+UWHnJ|pw#r*d4
zX&0GE%t89-y)x>)1BBJMy8IrVjjkU~PPSWrMZ1lHOfNB`Ii|c{UusC8@19q~=_Gct
z!rbhBb4_B>(Tl8%XfLZcRpIt1kVw5VZKwC>*(0HE*R8QKsgH-SYuj12jK;z{G_$-~
zp$rf7{(Ebcovs`*ZnZe)MCI*o5gJKNaC{Hy73#jQ!hAZjgYaeJ6fPL`_U~4W0T)@5
zn?@ffhM#Ov70Cb7j4;z5^vpkIg#U>iQdLyakeB%vKO147myMLu-y=y(tiTY_-vdYg
zaHaXn&E~H;W?*pSztBTmz+lgxv;Jp08?Jv3CH>RR=6{YN{jWwgbWA{dmp?WA&B}%u
z2*LR;_z*KQ8zC1b$Nx<n>3^}Z`8T(je{n(q28mQ{)od*O7@89@{fXNE+xrh2mH!_8
z`S-{b;a`0YJmQ~`ssDX%|C^;c5RCH=H=950|5u}yzaxy8IR8Yy{_Df}H>VdCCRV~f
zi4_PNVkBf{2l~M<1F=JY<v`~eRv`H2|04bUtpAm>1KZ8^2Ry{dLdXt82C)I%W!RXQ
z2-!J+>p;j6GsmCnVB-R!hk&RfPG;a1U?~S95IqD069KmXk7ENm&aeUTL+n5x5j*f$
zP9VGpSi%8JY=4kP|NOAA0kK8E>t$sD9uLg_AdXm={{W8uAdgspZTS<DV`KT#IyNBW
z=#R?{@ce%eNbG;$NWc~Y&&mo6E3*6rNdoQ*gfelkumIsoe*jAyz`prY8#C)a>-?XW
zn1R>*Uwi%Kr1LK>NWkv>*W1d%$_d~AwA8UOasr3~{tTPHGme1$@Rxm(Bha$R$QoKQ
zRCjJYDpwE@e9I#%m%*H#98yoOAe1R}I<qhQZTQ#AC;0k0QW|7ade4`$ULq1LlwH=T
zTk{`@whygdtFZJR(*~s?xN9XAC;a*h1YT(CI-a&G<&=8ss=ch(on<#Qqt~oYcCGMN
zZMF)@R_!iNlTO#%w;T_bx&|9NCP_XQCrcb>tsal<e7wJ2FQ=V-eseYY>okuK%wHwg
z+}<sD@nq$V4q7O@aA(>Et*WFscJ3@zgjeDYf-}t*L@l0c_P;N63|h5IW=HCD7EY3f
zTfc2S0fsGXi;gF2CKvkI_1ZLx<yXJOM*)BO*QyG=I|y|4Ki=^VH0&AU7U}(o^f9C+
z57F#jJ!9-+m{#iTbnF4cePe91^nl7_m*o{ly66VaZe7CUF|u0o`=OqQ&25XDYIlIT
zsR_Gj8sAu!8A6?pnYVc1X79z(!==YF-)ojPLgy5f9dssi(O;QKd!YOel|xj{|DF|^
z!~WT4<km{!;8s`Zpo<$~j%&(_5h4wA?8p8m$DdqXxL@Ict8n{*j=o$|xQ6ho5GkPJ
zAp3&mzA9QGVsOstA_WrL(^_ze_<<76-wk4ql-v@4i$_?S<^@7VQ(Ef@_;`GEzmCdn
z27X~3o3Y}Iv6tmcTQTB{f2sRhHva7^uvomV+p0V#CkU9g^>~elZ4ZhwzWts?Rz7gZ
zek*)Fe3|<;aL;~^>6Ba;nT=Q7>O?=@lk^6B)Eh4{{YU3A=6|zn`Zs4TX3js(TtIIw
zLIx{<qa(oH*~sco$zNapzYM#8&)$Ez5&qvr9JyGy{w>b!sphVTx{P&Ecyx{xB~*AM
zR5*T1sh@z0?zRPT`qPhc3v~z!$<C}fI@U<2&Jta&#{sU;m{&2PIjq<hIt+u5P>EH)
z?~vGL!BQ`9C2>A-|KuvN;i#MLjbVQMqW!|-?QO$V0JpBG*A7>skL+7gfcRM0ie^G)
z<sv%Ta{&7Oku}e^AA{f=9zth*xlhF|ac@Jbcci#>KWHi^$=z9pnV<)$Ft}FjnMl}3
z*mx!lnXwjp(z23csXLZspd*Qm&D3jFeC|(|HyZ7uzI&#XO=DED6q|6Qg~2_MJB$9P
ztRB+TOwhNQdMRadcR$8VPm#hiVZ;iPwi@Hy)HG;Nf6e)++3qy4#<k%H`sTGsQ$E37
zGCMC8G-icVG4xXd1Eb&s?&(OZ<+um-?t^QXf!5_tJWmL(cmao*5f+0WqKA<xii>Fp
z6@ykV4BSMs7%beWTbZ#OvA2`7T5}qpiCWm7wJq(5rXOM3n||rDBd`L#TCj{qgh?FA
zX>kD{u>OF<Qotw7RytQDOcZgR`Qe1dM{S=BCWTGfL^@fJ!78s!*?z(}pVPNp`1|vq
zR}^0qdXc+4MP|XoXh!5j!vr0(!ZQ5w1HGlLeDf=_(MiBdCG;ZaqV6J-dq|t^d(tpK
zzIAv#ZcTgL+i<b^44R@}SuBoN0py(j9B{5NKfm4+z23|ze@0$<76=`_pe-as_p2}0
za7nxeGH|Xq863yx4aT})A*zZ9GnAF=wz?6mR*AVR85X;V*Y^-Y3&C(6^ofYDTkjR}
zryvOF4I(T$13HonXbjkJkN_5r*DFH`nCNa($W|w;>Ewl6#8g6lVF9}9`mgCJ$Dogi
z=M=R3q)!e+0B1K0L1sSTAjUThF#O?fL2L}o(}PU{zN#UFcR-V%PQSU!#fQ5Lwc#l)
z(i*27&@D;9VzP`#n3>#AHA;QIoi8yG2Gz%KXgsy(yoM#nJ(IrI7n1@*Ayc_irldw5
z!4O^TUyw;-5aG_R9#rE?yf^EHK<QL+0aPJ6XGL*|Yze;hs1P?WpT~NP(9sC}5inz}
zz%jcS!(bH!N2e6@$(pgGfeLxNRW8qa=TVy7Cik7fW${T~pHSEap#_>($W!vDE;$$M
zQ*QtYl|Ln_Ch<j(9XZ@1bK`}Z2g4+*?wD10^yJiFNlN`A$}>#vN-$lTvM0hCv0$kQ
z(O{gMe39ZrtCh0)mwH4v)(u#GMDPu;`lZ|&H>7J}ZG5qXHL*HFCJ2}hIBLls)pnO6
zIi6&>%QO-qQ>v^i8hP_(8(*rh@y*m4*3S=2;mFX{sNeyN{=UrMW7Wkm8N%7L+#!@H
zcB!l?wcqT}UWI~s9j^p)v_UG1XJiqa;`0zL1VD75;9&^zut12Ou!c)#At`WlTGO6e
zs?ukFKaIpxE3$$!-H4DsPv>6CSL51Uf>Cg-fg7+wy{5)Cnv|EE-4`KnX<l9vO+^zk
zK+Ip6rMW-Jsd#MuytcT+>zhPiMmtiIh{bC;Q2fwnUu)R^{C13ngIwlD*HfiDHZ*Pt
zP807O)UTuz=`60#3jNv_unvQaTiLBD{8;h%HRuO4vaS+qWNG;~2l5PIZ`L&U7cG`I
zu)<RTwata8?V7|=$*Q@d#IL1t1`<<0-eBzdjbP1C{HAk_r*){|BI9%r@K^~B1gBeV
z+?TFjB`aKP^+0SzQCqejBO@QUG_SKi{B9Jz4IE%L<B+v5`n~SOocG8(&MA=JWkZMV
z6`_}KV#1`DVRpKb5tV6KmL@IP)iKoNX|l6hg=w@Jjn7y~Rfsz!Lcrl<@jXCk?Ytil
z@!MTQ<SR@4N(rzr!EA#2JPmD~`GSSZm8>);=DVT2tK1J3tV@&DD<Bl?7t>MH#Y`y%
zSKEkBF|3b}l|$*%$tvw~;>6(=yhz6iehM`Uz7t}<X-|F7+M=TjiohlaxDih~kKv_2
zMQiOJ&9pVx3yt^^8EAg08#wpx?Oo~^0xi`}YjLf38tV7ndmFll;ZPof6?389mmiyc
z^w}*<DcXt}Sxy;aIk0@Z366GMEcwEJG8Cm$XbK3`@~IM@s(Ujyayq$osAIo@@^F$f
zPbh+KxGy%<>4Q}C6#_xb&1)k<ehs;3s=iZ;REykC)*--aUtwtRdb`E6lfKl4wfTy4
zolz(b8y5}czrGjsOcJctpk_ddQCNiGW}3S2%3na-dF?unGlm?3NW9!Va9It9mOk2a
z*`E$Ay=brWl==2rQQGK;(R}5g7rLL=g;-urkH@egN)F@JY*V(1|8A_d5b8$H-;0<`
zh)!qVAGC3ksz>1JMozQsB^G`rtjP>NhhQ`oszJ~iG`Sy|-FbmMM(74Dv(#ZiFwG(s
z5m1WqjBnFMmq{IK@R=$Ox_^xD<`6kWGY2zuh=cVR{IetrT;ma(bpumBt|KPMH!uOJ
zQ{n)9Of!k{R!<8fjG1-=FF{l$yDp&P(N8<s`U!1VaR+9)DN5h+{E9}Yd@EV4WXc>Q
z&>6^tuTt&4DIPtzQ`LNuBEp1$uu1Nu+9Em57yGeW3eJ8(YY3<w$h=Z!rV=mrFslmE
zV{<O+6Zx6H;CH!{)UPD2zG=}l2DAtc*@h(k1R=P^N$G9tP#R5Yx=;2Q|8c$gcBbbk
zVX1O}willw(+x*m!v!fKH~0*Zpiw(n!BxzifqSE2KySL8{r(eWb;W6+?ZkE;-KKgy
zB_$!LE<_<0(PmSGsVcY<vo~1`r+48a`j9#@Y-gm$Uvr*NnNrMXl}&vcU8u_*MAfd}
zi)ag72}`Lf5GjJv1?OuG5=iS0a%|KFaHKrqbYe(pMG8t$)g5dyn?6Z1)X3kVT#jXv
z{Va|=$HOHCRT~bQtrssHFYOGq4#0QA#y_<oLswpLFG@pO@U)X!g(E1uwTAe>Jwu6N
zKJU<T`slRM6{zkjB>J)RZmx9_%`waOp>cj$XN1BKR)~wKh_2GUCrECI!rRLC6wkLI
zbFcLM<grRsN)L#^FWzPtOt&3f#5v&+obpxKjkmxk2wFA?o0iK!%&77DAxqJOGWG(W
zP9u7F<Hr0w#q^ed38}!!BAk6RgV?b<zi$hoy~|%ymgqE*Ev(9Sd9G3Lg1*xgM4B=5
z1`0cV+(F1mOXBNgHG;p+x`m1aA?SCbFK=T-SiM^38}N2HZ9Ls>b`5!~f^2A?%kp;U
z4e7bt``@je8z)&7!<JSrn0|c3C%gK7Z0ky2Q?<Zy4qQj4LcEE}5>6flg_17=y_`w`
zSt4I$BygKU@bH4^?wB7^*p;OMxeOj8^c_mV>a{@wTtViF19Z#52rNH^iu3Oa^Un`^
zsK$MEx_Eds%3$+-4_-Yli~TmQth22HZDu5R`^<HP)3H{O7&jFt#b;07t_(Km<AVSL
z0DOKfZeAxyzHY?Z#9^<NYcir;U}DVdx0WVY0-J{osyz%3eU=+ezlHL0?E$|v<GP@=
zQ~4%v+M|ahv!a|om&-6JgnjfCYsdwo{JTfl0AAbDJo_4hNs-~szEmhlQ^ZAU{Jg-_
zd%kr#c=|l%aAoyXjzBtsyFp|6=Kgz`ExaX`+Nl@kA^f?DKgtUxtpowCkJfE{Rq7qH
zM=B`UITX0mVmI<CJnv6b-czCxJYuz}@uk#dqSU(4!TBdOg(Db$I|5Me1VIE?bBOfd
z3oNNXqIYj6k6Y_oUs^VK9}L0tbF)w804mN|yq8|k%ckHDEee=sSn%6{y#Nyl2Y94v
zFxFeLuA(7D@Q@^yX|2b03qo#_Y{n`fe~~Pdm>1876I<qF!KPn$xJGC#NH~t>K4bRW
zmTLxv+@$X_F3sDyx_Zu!%4LPlZv|**GsAl<FrNKJbu+WXAw~Fp?zXWls%-|X+@{ZQ
z#a-jW%j_|>1<o)(acDp7M?0H)={9ZQt{PKI(PDaijQ~vRXM)0-t3-Xvwz!~ZAkB!R
zbYd(^3#()mn6J00jHZt-O_Jkb6orMASJ08J`2x*_dXnHa>O@X2iqhygFG`iLXNKLS
zmI~2s;#>*W7b3)%VOvIzR<HKZU`-tG`U;&g0Zw<QO7W6dMO{9xnw0s~`prycgeg=&
z2ZSDWQysCri&?2pX(LZ@&zS@4*Wgg}LbA1XNvLkS_sVIDn3xhWhB${7jExJTyrQ3-
zF%jE=pUxtPlfPD<AgJAlD|hROC<F@83%5~6SrPQ&+hDTn^W3I^NJPHf;cS6=j>@jz
z&#Tz+EkdeqXc}?gSwpLc=V|5*zd0yH)`ZOcjX#}4v%&gM+xxLoQcW3Aq_0(4%Xo64
zm(F4K3FCIh`iIe8O88*<gEmNiktGunF!btu5iELPD+ag;j7GLEUSGuP`>+{Zta-7}
zn^a&A)b6%Zb!{#MYW7?@Hhno7ERc6#tSxzfb-hJE@1|k{&$c}omB)_9{R&yg-y2yW
za6%B+3&j>?);)>tx#*#<oj`Dwh;fby(%IwbHfG2;?kp816{?^=y*Na!aWv}8X0(+%
zKt&s{t)eSC0pqtU(}gxqP`>7q7NUx2qV?k3hqgPXyZ@qQls8^<Zx;-WW~KVf#2K6U
z1LPNAnCUsO{+sgpLi|e55#rB6JH%Bs-)>|yjBGJYNK!aj^{~_M^+aO3ex4Ru&ni*I
z$zP4RG;@H`%iv1Nf&0?K4V$xR8&}X@%e_jc^z|>A9!`zFM_h~4eC~w>s_O(y;Lycg
zJ5IJ)u+=q7Tr;*i<LhJA+)pYjp<n|+wuVm<H91Lqzg@}T@;U4m($&n^Gwdra3m{}+
zT$~wX5?&~7?^>A(i0SuoMA&9s|2p!VK4KmoyMAsffW0+giNcy(P$Brv4znt^8fl@d
z`)zGN&DctK`)EI@Czw2SRer%EL47;4s?51kV@QgQNTsOrb2cPQq|tygG9>M0^~smz
zH}}NIl~LlS+4D)mQdkk-Z;hNhP7=@Fk-J)?k*Q$t>`Fr;1s8q!EY+r>(t7bWJtS^>
z)!Vq`SW6j8Wx#KZ!Zto^_~6ykcP2Yh!$g!i8*0^%fVsZO*~O4}krSU-f;4)4Z%TE7
z)mU}G`8!BPRlS=<vGXW&`$i1z9YNfCGs+07U)3BRDPvfYo#NlnIP9u3e`XwF!}BNb
zZ2VH~`kYs4>?o>K91`X4X=l|aJACPW4h64~9?g*?&6QBPu7ZiEWztepqLinrgp>*U
zc{9eC`IJ?Xrm-qA8udV2&vVA5cF)Yq-AXkpBQwcba(2oqHt_q)bEF;@Y!KGeroL35
z9WsjJl@c6hupdlR9~4S8!M*V2L=NK8cfdu?P24#LIoY?psQ#U~7!(Z_(^;Jy@`tap
zY*$HSrVV38L{xrtbiGq7Y6s6GkJr{Qr<I(Ye&_ns?@x=Rwqf$w0;bEUEzx6F^me2-
z^)l%(I5gtkNwsE)xL9xfr;OuCTuX1-$#r3?vJA=)Y0$w!0Jm)H?^xGWkUdpk@6+oU
zX&K5;^Ryq-Cio_%WgL~XsZ_?3-6D2i_ddtq6UoQnmeRW!&Zi-POe*^f)U+Y-J4*dl
z<*l&}a&3;TA1$_f13^8F7}&Qzh=jwaxMm3}q#|WPkPgaQJez)>J`H@J=+OzvWok7q
z$9R+ktzy}l)UBm@SR3^b7o!&1v;r0>@Z3XS%2gqu!>oZ4R?#?h;VkIBe6|<}Oq%N;
zV=Cn-U*I3qsJi)IdOYiA=&O2}XZ1YtMS7N#1wQxoHo2|w!)t>+A2-<_ubWR3uH?bT
zu20}i>wpGwX1M8fzMw(Uc;BSJVK--{jf|Yv%BUvKSKrR653h5FhbZ13PQPF5v6UCR
z6SOrB7*E_YmoEppgB~%bFt0i40nDE8N8$7&T7a#_j-a&uT&U>D0KA>-{cu%)$HS=|
zl-fjWn&aBoP-}dT)<K5~05={d6FN9oe<(-1M{1>0kz0_P%^My)1{&OOd$CJP69E7n
zCqYL-WtO*W$V4c`xLYMj4yYN9d$|F`iTL)BF?VU^lWKpVdK@Ic8DL0KI>pT>1g)IN
z1L>GtW#OI3JgKBc9Qx$VEDy2P-SqkzQ&r`f0P}FVMi_(g=<OF&fKyr2scb2rIe8)n
z5mD6{6yV-rv?|Hp^sCm`z<<im{iwN;Fk0nY+VyDvBXAK}#w3CsC+;;5Q6$f)s1@b^
zVeUP^nrgQGQ5!Z;u{T6SQ87Y#qiG1~2?^;5sH8zc5>f~xK}7@=1Vu!#0QQ0nQ4vr9
zE7-A%U_k{D3yN64&fN*G?LF@~=lh=j|K8_DH`#k;&6>4lX0JV&-`cY#`aOF&Hs?u1
z8R(tE4G>}Dk|)SJoQ)56)<w=VoLu5E-qYE6kW-DAwSakMV&68W?TekT^mMOjSt}0@
zJNV7%>-2H=PEJXzSp0@b`80(>V7y6vF(_GmNAbG;kVnVuhYPGRk8UzErRUG~o*I-i
zdeP!FDK14x8_K8`xt515JKN)!&-d$(tZSg1A6#2@AnMZ{8fw^`wZ~7FO5eDkw+3s?
zYoAEqg8kCg_*nsF-|=rZxMI&d81*3QTl$ME#vshum+$)w86Bfxc)agC(rbj<dqJRQ
zZ+WnMTY8$T@8@@~52$mdcpeFi8Qd@fa4lVR)nnz6>4!G%J66{4y;$FQ%Qq=E=@w>h
z(eA2?t%r^uJCSv1?{UjZ@HRofMjsyMfw$z|5@17?UBP|*M&EPu9pO-t9@t=XxF3*k
z*Bt+Gh`D@QaTRzb>{SUSV;zPedDXk%8vURwrE|X<ll6L9X@q}{Sp8|R_g6Q^Q#aI8
zk1{{(agwbaJL5_Ch3c_$`d!JreG^1%aAc0@>A!UTloiVv!LA7NyPh+qX52o0E2MJe
zqL#euq#|Ycld_zTm(I!}v|DQ|2c%zg$1?6n%AOwx&v#ygsq?ak6KG%Q#jv%NvnG!5
z$>+e2Y`W7PT<-exN_n%Ybx7V!ka&#tO7H!r5qd)6a?4CZt@HQ12-66QCVMp@eg9_E
zg_#>+X;Xq$_2)sxx<{&tZr;~4#_}J0pBBCM`{nTteYa*NY?^#&hUdrjE4MDc>9?CY
z`kryv=AGgxV(`3m=fA$_J8AIbs9T`;x_I#2<h)eMLgyu6*SEWgxB<}3mV?~7IVG)u
zZ4IMJm*-AFEyPvN9COhq|K5CH*T?3uwa^oYZ=S07A;Xs-g@HbS$30tlyQ}ZF6gaJB
zu0%$;By%skzsVh57v)*929pLoSFkoGA~)jFW-enj*K;>yZEjk@jl^$Ru{A!N0b`J>
zmNvga%}l|y?|hbBO4;jAb9rKI;GYEV-tD`vKBIo-jEn7wsLii#Er#Ddu*7}usq|@M
zN6yRGGj9tevIbSLBqBFH=QDkNQ%qC@GJ4L_!QYH4<Zr6T2T#l5>IO~m5x1m_o41X>
z_h#;g$s4L`VS(HiH%VXzaB%gK{25<HmGp4fMD^K|iE)W-Upub$04wElL2F$~%|d*&
z^Y^}!5*=3`iiU>PR|qdJ=_QThB=?-(>a@&FGJMyGv`IrfTC_V}Mh$xQqCIo?lTu9U
z)hE@P#wg6MFSTC2$L)+R@8nFZp1yF_!}Ck3=6!<9+e{t#?!=bSeXFAGbU1fTn!4kz
z!}@hSE~G98Kb`yZ9ru)f)p29SbmnK|<3+u*2t^O$ZhRx9B;o3teQRo}9FnV3zMU>}
z;~XB_QF2G0dvU;*_P)MxV;s|mXb<Kr>5uIWYs*=3=gG68rFr>v;EbE&or32DK%<J@
zzg^aJ{uSXw&*33U<J-4m`a5zTUT+~72d(ap9?%iKrD3km)+u9$?^T8{ck)Un9-E#6
z4cJxTh&u=u&%JJ*zUKPpxnmn(WzXuq7YX`2j1Cy~Xkup~B4<PHf`t*S16ONbgq>69
z5@e;sYc2ahQz?FL4s;vaIp>OEkkiF&?OTuMZ)t@?&s|-fn;ZXW0{uv-+OfxuQ9JUt
zhQuq+H*8vfnpyH`!tEK2>CgODubaF2iPb&!duIOL<rxEX9cQQuYR6wMtx7-Ynl*l`
z>s!BzoA%vTzWlo4ZAfZpH<jar>b-Qm=jgW6jSc>{7dVXS7E_*+|4)D~?2nh@egVEb
zAr2o%`5WN-6YjM|m-z|z{y=TJ;9lDTKLBR_W271MpOI#M6#Ty*X$AoM{sMcEK%^NA
z_J0rd0s!T2K*cYx7Y4lU_zUc{<9dL$Kfzu*sA5z9kCzhx9I>laenGtdu6_U4051j$
zfSN$O79_?7z+&8B5F6Im^$!C?n6dr)0r&ziCqVfJ;A@ZaVgq6S`(Z0*JM6XDY6K1&
zcNEaZC<p+^VgcCJmTrqFV}o%4I2eTi;>=)>0MrTqz5wKGgM=}*I5z+gjJ83<090(_
z2!OKy)QSYaSbHg3WEwyh6cAkp1p)HVKuj8-beASwIw1j&3TXptffzM*iGXXk4Ymeq
zLt=gc&Oj6$7#e_pZE^#tHcqxuHd*07>mUGG;V7FNKrH}VjJ83<03eS9I?@&+2hbSE
z>8kO6^Y>o>;J^6}{CfZxg|NrU`3(TBj@||t=J3d$`B+i5i~OeII3dk_hiaMvIwQyA
z>gJH2jF^ymjZmL353`Ffbm_-Y_nw_OSzY?2*$x2L{R0535gj?Ud&zF}cR{mkZIi0)
zaoo5D>%)!Sbx}=k=cwKQ0I<1qH(1veaB0E&*p}S(2M@m0yS|>4@bTHP6KyW{PI=vr
zfAzvb9r-z~<@ork*P9v-rOe-OHurIRX3e~6OGWJU;j#r3dhG7TVqgBj86~aIP_G-h
zSA6jE(ks%?PW0?CYb!SFnQ<;4)C;Y8D;<2=wECs#_4AkaM|{)17)fw`(p)$1z1fBH
zWNjfdEMK_n+pX>UF0T{xir5EsT|a&$?Ww_Q)^5uBjkmU!E0*lt?1A)bU1vUT+CDkd
zI>yf_;X-+k_c}-U)s~fuM|ZqXwL|6tIB@;C0qX(WH~&u<_^(UH>K;YcrbGVCSNDi5
z)_Jo7i%w2QI9|4W-F%lKQV!f^jc>1w+41m^;Pdc=9djQ4o38;s^F$K9&+scVLleEO
zjR<!<>`>c7+gLVUIriZP=bh$p>r1+Yu6w1m{XY(`J^g<EsS!s?8_gpk=8m=hR~J<v
zKMzRQ_V5w<pT0`#>c@QReF8v?*FuJ+dpuq10Dro6qcv~h<s*eK$eEJIAJFSME5F2_
zp8v`cfSel6*%9bT8-8bg&4m}+S~*KyF1;0w4H=$`O5neKedFli{-kzhV)t%)hw!`o
z<3r<*ca#5wj!{3MV>@2_2Ywvk295;$8UW{qpOEtZ8JhgJKvKpS6J9AX0#@n|BW=6)
z{xH&ix#;}ONdJib^&gD%&#+>DBG<n;;=tg*YxDo)h=YLwb_uX5c3Wk$Ha1HMT>l<p
z3=KpALjf)^HmifM9|&71fD#4)EFf^$zY##`|3Ta_8;y<LcGzpP)d(Dbm4gG;`F{|F
z%;qFxi&SQdLxuq?ye$%$&7#|4k#&7{MI*C0%-G_Q+1zhz)*T5%3bVTq0d6}sO}g{}
zctLD7^q=CB!2r#Fk5C2!bo_TQ%51JY|1L@y0?7L-PMNJ%dnC30nce=;QgFbv$aegY
z_P>`#0ne1*so-`Ou-{Yu-#-T&pl1CZVhwnd{V{#{_s<)kkN@zh2+O(`bq3<Jr1jgd
zV_{%waK?kczRO(QM*1Gm49Yx99Vv8a+&<F!MHKQpd`ab|gYRFGjHX=~*{>o~>%Z03
zVDNWBfiP0K<AfuRic8%or{2GsH>034PMMb)Xsn>a2WGz_h75C_zvz;x-O<lKw=HSx
z;0kN<@lt{1v(K%usV{P4W?(jNn6TtfujE<I@v8f3xLc6=ZVBx1@l9*B=Rc)?408!Q
zws9!xW=8KRcMd-rJC_hrDamH#otfq!e%BgMmOtxQds*97vL`0v%;dCX*ift_IF<8s
zHAZ$N)uU+AmGv>ws(q=*qRI8p*3^#6UruJJDSJFbbFz-h=Tkmseeifrt695!Q&DMN
zc~f34XTOv|$Vrn8tD0I9vVB|a3ilal-=@CZmT{TXF!bHhkC$D>geqTW@0_iwxwE~n
zu4wYr9JOlC4$%w^V)fh(mEYsxr)2G~s=q+mKkP1ex0BK_VtnEC<pTpp%x@3?_VxC_
z;wk@VU;p&NRQ<4Pw(Tf>O+M{?{JUNIubzf~*}eZ@;5Z7cN(#7k{=V&nZ8w15EF2UD
zT>X=Uv)w`ed87k7RRFf*zaM{cK>;Ofvp1XVu~|OAA_7~1{7LiU$`-@WHh=qZ{jc9h
zh;5#1v#|hA`<^GjH(=jjz$~_l8e?+_1XAp=6YZ36dmh|2)BMYY(rz98yyO1%gW=!b
zae$j7^p9KauppG_LK@M2FRGJJvG3M!DB(^;)NsP-QA4Jr8!qp2FQ`ZZZpcO5bJNEa
zzP)Ge2-|aP?vnKq$lIO-=Bz89UW6Tw*)zPr_-5qu&Q|HWFUkD!vJnNTM|pRrJYM#e
zsLVGVZisRZuIwY!F1|W@{WF45yki;YM5<$(X*wd6df1_I`G-QU%gdORyLei<bl#+`
zZx1i)#IuQgChp^(O)P2SmPa36Gx6ovDV_e`Lo}}CGs>MGCX^kGHO0)e1Z@0jn3&V~
zz4gMJCi6r8`6XWDVK3a?<eW+#v2CmQqjmb23Fl5M-QZulED_POhu;Wv#)<CPGVG0`
z*u~e8Lk~_Q?XSx|h|N4!H)O_XlhRv)s4j46dYaZg>rwNBfz7868|BiQHv&iKmi0S*
zK13Owx_tPJlIjiJ3(q~f-o2vjI@i+;rR7m`bf@ABV_IMrch)T$Jn76bHNq1;Ngp{q
zq4&t=((EUXbLvXEzrhU8>L{pbQ2OX^GT$^+O?h1D8XA)}WvB(YG{!Kq!S#vZ=3E!k
zW2DnIsQV~IGSqpN9_~2wiT=pq=wVJ{_Q4JvD;lsdc3#cWQQ5KBt9jb*L3ggi-@g2u
zE*2HsY{BB73rFVnT6b=C@-}Pm+qIRC(!G20=sSDeOZTn~uenwCfM;yqRQ|%__OAI4
zT9QL^1ueYQeL7N)d%xaNT_R6)E*l)a|6=wxSJleTTi0H!J9su^b2rFE=X*0Rs^90S
zCdk6xv7;WgkRNJ>!cHCqO^Ds7d$(r6gXH1dfVx6za+-E+w=V>c)0c{<ZAKmZ)`^J&
zzMlIaksA@aoo_gS!jC~ZA4j~rRR7@_`2Hp*5AT=>{$H<R`*qiDFiu^R6)woRmRC_$
zk#)>rU=l3~;^usPjTN+9J#30YMD~`wtB3V*K<ydT?IA1tT{HE>_Z@>Uk;{dZt4g-_
zm^SwG9r;lI731&sI0;_a8l5@p>eNll@MRxg<xYHZ2A@+fcF4h~dtrV1mF+)9ct8(7
zP>rmf)9`v|eNxio%0sPt14c>iu6rFGouPU+SnAoI98}dK>+vG(PK@u|#KB1ser3HX
zJ)_G!oH^w^Hyv3w61pR)ZT6C<aAJ$~XmoV_n$s)wr5R@&=L}e8WHi?;TlQG9S-FBg
z2r|>s#+Z1jH?8pGBA*+>ZZ}3gI?yrc=(EL^oBjGPWpFF~G7i?w1jU{(Jegnd3Yidj
zXvta7S%vEw)|`jr^OpyVkX)Nwp`4~Z`E?>CTXUc{KLa$nvFdGbcxK|txf$M{!j!zT
zgDz)Jh)fv;S`T@jJ0#}#r!rwbd0~(4)N92ZwPRC*@0$D^y!+kKD-Wzw1#I0h1=Fzx
zwt!92AoQQpa-31G9hRTimTh?meH~sXBe&@(z00>&oI`B99oB72>zlr_ULBfe=o~uA
zp$|9}0c<q5^V6Hd9YCzd`I9_SZhtF(D(Y>fPf4$YFS&C3@`!=(TW`^XLp$%Mof$W8
zw<x{x3SqDahWJ>z_>4Ake@R~F%!fTQ?@ZdkIeTYU`mmFC2yE}UeJ0Ns9ezv<$K)ly
zjxKn1Wb(dz9!VK6_+om}GV8nj+QQuz-_F_@1X&fezvR59q4%!!XQQcF!?lcwq*0m~
zgU_>HW~T2yO8sz(;A%QvyLeki8v27}UaWLEKFoEitPWK0shn1v^<KNFc5=tkZ}Y<E
z$T-EV4$~IrL>&ODE)WY4{Zfggmsv;Rh2Q7UCdFU58KYERQ8%<baJudOae~+ElkZ!U
zyC5EKGAF)!6UIyE=gz#?F}TNLUZycH|H`Cn&uOszAdce8`Js8cgJS!E=;2|Lo_H0E
z&)&1HztE+>Q~BzY@f+vYroVq?40qpMHoP(f+Q<lY<Xx{ExMt&mHRCtQckTH+?tMk&
zbXB`JWm*1V>@)B_K?^MCROu`a!rVFiB{R2q_CMU~-1jBS{pdrQ=hd@<4j~<H&Azq#
zGI_;&|Dm8!mn54D9X#~GE35p!d-wOKY$w*GPV;7|hA$9)FB}ND-}b268NB)a!d2>H
z$ybxNT|M8Vc)BJ!{J{J0Sq&E2k(HREt<WQ9j<_t^5M2-KmYkJ-=Blsi{LL0J2zPMJ
zo6s#eZl~T?pl5|$TJIfqJnxQR7M3+?FFM%)h<G!;Wejd_z?un}?o?FVXkG2j!1Be#
zXQ=9_{hj!e!}f(9F8DNXY5@D{ih<=@(>O!ww+J0C448uY_-I0>@7kSVHxg&1T<?)S
zXyAyEzA*Q>?es^}hHh4$d$`)Ka-gZZ^+wCQYo~@e4|e<5?Szij*J*ywu^GM%IdRjj
z4_wCWFbT4H(gT~Lc78d6n0YvKO2C0$M$0o%#?7A5n-bryupC3z7d&ZR*mJzcX-1Z>
ze&CUAy|BWW(*o5yHjbV;IlP(gwezkQ9PHppt=(MQ(<w*#{PNRWJ)~{TmC&**pYb$N
zXz~(l-<0LI{b_eZp-p(LC?dYe=S%#k@J(;tv3k5qIGfrZURlcLnfJVZROE2KZqF<7
z+nZI@v(i2kTrhZFu7RfvIQr_yi^HHr!_vziOO7snFly7wx1fEZ3t__5slunXbBKu9
z>-UYUGn5Q=XUzYy5Yu;M!7)ScZkjjsUQRRn&zt>xlxxSCEkigH(}P=Hc9guowR3ya
z>6Ha+;o*!|`+W61b|cW8D{}_K^hylAbYpK|mYlqE&FRW<s`p9eH(FM==Hu7LB<-C4
zkTb0&Zg=6ulQ*_BKIYYQZYfIGtJzi4DOm?Up5Ab8Olhl+&-l9T4<~M2;HEe<%Vk_R
zraj|S>wHU4_Q(^ycfDQK$&jCYFOP|MwjSv@vFSh#Z0dr!r)CvF&T;mqujHl8;a9zJ
z(l<@GUG6fq{qCS6Q5!M6HGP?^?B(MsUw2=>IBJ-@g%rH}uEWalixAc&OCB{ZbSl1E
zd+{Y?)_F?dl?Aou*Wfa{*X8F*rkrFBymIX;>RHjrn91&~IbqmyPx|<QmG6>14|?}5
z`@s`1=)Q9I@NwN=A4_RCHmQi>pdL9{^m@aF{-%c?M3$6*wbvg{&Ruw>?pnzLx98Fp
z_RU8fq2<ln%e61Zu6g|^eW7|JbHt96+6{uuug5Qpf34kdYRLOA_|z*tL&S4~?q$#A
z(6;QKS=O90ThxcP7uRy8tZ?@wV4^Q{U4FB^$Jct7*!iGMVd?R7{;BB=8`t^H7#BWk
z^oS!H4%W`ICRh;IgijiQ=C!soY0<ao0evUcj38>0F8Va*E$iFw_=XF0V+@EL1HAaY
zZC@UJnKG&%u3?p4%DncTE8MWqVerGFmSbTFP8UUeGEZcEeYDUVsQf0#YOOH(?8y6e
zXJxC)yizFXTkI1&>9KgI_)GSavD?DhcQ0;NE}ZAQDi1bc)w)$F=^`hs+q>|i^a7sg
z?BS<|YipK%>Y;?<CLNs`=(w-n+t9JDFR~YYZJOOSdMtmCp~*Go!w%{3XD{lqF0ac5
zMy;bRVf>*l+x^_b=8>o6WZr#4IRAS1yHQGSP-|XjR;3yrI{7K|+UDGACtuf9l5qB`
zN50RUjY8p=nk6Ol%d*X?UDN7o+YR5t+?${$#rb!8WmqN|rVlNee0cj70^{`JUG7g-
z7LEAs*eGs#wA_FkY@hvw^-|9)#nzng`8a0N*G(VxyfjQiCoNF8F7HM|)Qz7sepQ(F
z`94W*&0iCjd)1~FHJ!N|ocZ-LcZK}nvXmm<)t?T5$T{qyTHY-G;Vqf(zPw8(e>~T%
zZF@4{6*q52MY#J_4&s5w)YCiH&Y**DG*zrUv3_>t%X7j7wI`%G&CdMe31^NU&jOQO
z_N^XGNpL_f`{4L-4CLziPgP&{OUvaOK*x_SJ6}W47xeCVg>CZw+|lV<5%2r0@%^Rd
z1r>8GO-w1IDyf%ivwwB>1z$cj=ATQM+xaG=hv(Hz)bd-MDJwPw<bgL4yEUuY>RN+a
z>;2{>Ebv^#ndSenvGLod+p2_t$$O`7`tsP6u%PqfyCy7jmVZaSEok1mmoEp^tX{+X
z{!#z^?F5)}-u#`9K4*C>-Zi*jJ2I$sV*aDTL7VCmj-POqT*`GG#cx5Kuf{Q6e7*KC
zcvJmG*Khd&SIRf9ci$~AK5ki&f3BmWxpOwNPvge@d#^XY%l&c=+)AoA{_W<1;6i5P
zf{~7yRWHjr{btPbso41atv=!1=QEe3{d>XB3><nN`_*?r=Ya*YFC1~+zWM0;Az<|P
zn`MJKk9S%-4r8~TN>ALH<h1G2+sojNLCvb1JB!yo?8}{31y8yaw)r~5Su;4QVfxju
zu#KwE??zhVJJmPQBP`Kb&&C9`K`jA$QdbLg=VbTA!}nXW(l(47vwOs*#S>3pDWRCv
zT-v?>|CC3k?(c!|u0t(vN~g;g^>$6_0L>qB-3!|z=fvVOA4O-X8azv5$2orY>0V5B
zbf(a*L%fTEPxk$Ea=aHRW5XflF7|D=eNIb<lII_HT;B6)&B5-AQbJExY^KcZ2Ay$B
zfATBBefrgDp|_iLpQBHlZQA1N{FvbD;oZHhsLt&BEZ!-7Tw?g(;in12S(k7_%Dm$X
z1FN#mr@r(Hy5{M=m3!&+b^M!fXOAh1cEEZw2fJ~zxo1a>`gmsYh`rDppNS!aUW*3Q
z*NlI335)W!P{Kz(x;-Q}VHL)~Q+P1~IudeHjK*6_$@0Z(aEXKQ=bMh#m!$5y5%p?&
zlJoK{eiu)#Nt`usO(3<}qc<r7vdDVO$#B3U#ed+E{)4MFKGiQ<_#p1W+_+WFhnF5?
zBt4v9yfS(~p|HoflRU@h#r2yfzIk+OVbRt|;!#0W{O(2Ss@Uz1rtP0M^SrBW)ZRRO
z^68{FFtM(~?LB?>df~t+d8lVe=U)dZ@>z>-C*k(N<}XQZaSfHMY*U9(cTP%niCkQ(
z!q#5MNt*2vzo=<nw=dJrO?`Dxi4A$t^Ztjt&{pf!m~eFXX<vQjE{_KD_RNf>bj>h~
zq@i}*h844}W#0zN`_?DT*q7D4dylr5m{W6i#-#YIDmdjHv0JX$DcqN}`1J1hr&zf!
z>VdVOjpB{$mjfN#gpWYod9f?B`LPfWl{8$5t>y@BTGK+MThsjq8a8@J^WU}H!i+!G
zKDuuIt9?^jiZ=8dmT_RiQDC>Aw!9w8!gh}sw-q-m*(G9E)UuR*hjDo^<9hXhuI&{=
zPM)s8ZOU4tOg$VoHQ-4^>GV%yd-m;--hZcSNB7sS=7)`PJ-^t!Bc876ktRI9E@X8d
z(d8irZc6SB-=E=EDPNN~fATxO6ujTlv$Xo6(bq@02eGZoUROq)TsMW@0JU5*+`hbB
z)(&61tcbinx!tq5FzED-hJc99!iMgTlzmTaOd_;<ju<{?_!+R9?|7#P&VibcrOXL~
zPLF8XA)U4NL*_#N!D|n!m$rtt%uV)__N#q9_<p+xx2_4acA}rup|*MOtNv?Au8#+!
z>o4H?_gNQQ`3%_2j=B42?~I7ss8<!I&h*%Qcb9HyWG_7YQUE{Yk;fAf`<u5Pks*d{
z$?evE6$@ffb{^bybHgHT$>hO1mgEig5hdpI=#Of^=cWa%FNiGL6_k8Gy-D1_;g-xi
zIGORxud~zx(U|2x+q951u(t4s>q@6S#EsDqaYfYyJ#<#$m*Yi2T=<C#&#*78w_9qC
zU`&G=_P6a5?ZahrWXOu_s>Z~kcMx6vse(JkWtGR%>-Vzo!6QIVkr$n|isv_D)*Z{u
zp{#`RHm{dgylubz$osR>D^%EC&6B@ApQcz?bo5BZ+PmZt6o>Ngo1=E*I)rc14553W
zbBCDZx9a;GDI9YyeIWZYH(9k#y6xof#XW;!8nZ7u@#|%*Om$hcq44Aw`sz&D<m5AO
z_N2D%)nPZL_GVD;IcLHG34!OU`|a7?9e*g(b<7;7Y-$fb^xcDF&LSJj_Y?f~PYoNm
zW!lGeJC5)MP#veIPRr_Z;q2g5bBPxo9K)SK-WzfyVr{^9_dJjAeEs3Wi;5x)iN@%P
zHDwQm+==|2@Eiikd=6|8dH;#fzwL9l@7pK-(V;BL1nSODwZXVRSYgV0OC8pnbKgzt
zazvbWPI%EWKkVtKq^wfTvh*)g4<Y#baW_P6akM_CN^h@2uHHqrve=<L+Nt@o9;a0e
zzHziooUsxU<l~SYv7hUhH1i6Xx6Y?czb7f9vE<yrlHRZuN>Z+Os&;$RBg?vN;w5iN
z{Jm>Orc>V%`Xv!|P2c^rl^(V1t@9)fWB$`6j?-8j?MXq?<!>FwOsaGUFC2Jpxc3S_
zVhU(rnaPrPW&*7IRaQsP#4!^Br^)M=4wD`dUz%|JqcSncQ;RF;?F4aJ--}fqoSiyw
z;g#g>z7kF9&PTGnRHuVd9rr>Qp#JVr(j9fHJ|5XARF_6A3SBz0;%nu4OJ>xF#ELyC
z!4bc=&bRkrTiDgz2lm<Zw1!sC8NeU(sGo0`*Rxo{-tl_|F?NN%%xFkj`YsF6`x?aa
zkq^)09KLXcWYmy4x0%aka-Q@H>ls%ybMzMTSXXr7g?q)<VIaSoiS9sn&{Jm~gUar0
zzt=XxD|zYF!4ySk{p^gBC12=wh7F*O-u856+L3+x&4X8Hs(o|rO?Rr9a#`~PD+qXc
z$mf$nSKzyI*-+Z<wATxl3pC;Nl&fQU^*MWIjE0ZydwAlJ*WJH199lkPZK@OCAzxJA
zJ@-L@!TM}q<=*P{gQNP6IWtGndC8UFa$ov+MEM4?p!RlVPow7jjpgWD-N|#;f2sk^
zu;6Af4hyy{86`@!E+g$sT?_<yQ)ND%ypDCjb4WHWkt&?cr6{fmyQN@7`_6AW`(_wX
zf4JwDnmg60n|7}B4}P@s<=Km7^O0d$8a&fT8M!iDVwobj{~{vs6)!C-d~Ile!$SOy
zj6=m9;cNFkzP7vgnj3L(>K4qP4HNd4^lC9|tgu-ViC>pB`51ho|0O2<V=;8kmC>tu
z=H8p?7nWQmEye}(zB4fIphqoa{NC=K!+P}I40$$bhiU4Ek7xUHv$U(Jzy>~PA;B{}
zR*SY@jCfUhiEVxbDV7$Ub1yu2_0{DutJj=N@=dwD{NTpn()<qPQiei?SqI*$Sk?hN
zOv-@){o?Y(%gr@vEV-du$HKP6(CIqG>LVV#6`sH*?Zd`81iz7{CwH55C;PE;a!X{D
zq;UJu+bKzdC$9It`?ANfquJR4mv%vIJIUKKu_|qZOB0q>8GLnc(CIZ>_s$XJ_|IF^
z4AkQnnSZ)zeTwDE@;k=N%E22sM)J`ii_pZxz!B#!lY6gUHwl+|{%FSO<jpj;ygbCU
zWV>^QdYI!V%&}pEdo=K`fyRUw(gI(PBH?loBeI`}_Bp=k+$Uf#lV>`A1I1{DrkAy}
z^l{b3L)%K0LZh7c^lK%~CzCttOJ`0+Rvy0VNbjqwZ@K)sC3ntQT*OdOn0G^1U}Vdi
z%8iXJPZsi5ax|-AmJ9m~WU8^Nx@Q1hR7>8SOLJL!a>3!TDY7jt2M@C7ON5@~o=dVK
zHAkjx^Syh$I0cj+YdNHT5am4Y+K!He7f!4kR(s@h+^vcN5Ba*&{URLKRIYq@W7*U1
z^ZP<AnOBd+bRVv~+gh-Y?yz*xWeL0J+5oT50kpl3+)f@zhSt3HX{cX)aOpDK=DbHl
z<|3zSDWd7Uu8zDx9=NkUH$r#!)2b5-6M_m)MqN1Z+K|&HFZRNu=n0MIUyLG+DM%i4
z?c71}r{wp2M`1Qp&O_m%J|sp!H_!45T=Dkdl!WVdCaeqrEk2yJ(s|F`df0<Cb8;Iz
zW}!vdBV%XZ+^>8~y5IBV;S1^Gc&b&iiV16`j%`TFb-tz9P$Oa}_>u*wjuU!i6FwbP
zg*@)a&cFRC>j3Bk;8Mgqf0g=A=*1uJ6?2U$ZJ^HL77FnOR@Z?8@VxMbp#lF61k~H^
zn8Q%WRg(Wqf;Z~)|CxfVh|$FwWr`TL{(gRdKaRyj;+O!Sx$Ba|0Z>O^bsqprNE~1h
z-+l_bo)2aLj1@+c>PI;S9@15Up)g705|hNu1`4oktMxW=8(`d(&xOuGy8VSK1Lp`g
zz^}#5AGm<K0gf$Q7hH&&-E9S^7{~xXhF?@r0Hyv}1b`}Sn1#I}n@}>2!sHeTW(5)5
zz+8pJWJemnc%XVkv?&Jgh3P8Ek{E$&x4*7%M$><8q(F^AA^*=LUAPWQ5~;8${9^}o
zz)9veG!c(;gL(toO)yz*5fV)duy+B6A&F7DfrE9?whP>kWSQg#A;S&8jCA@R88`~(
z$7vwLR?euEXnuf7Kl|<v32c4#YhRN8uz>;`4eUh%$o|uTX5ZR-(JtsAOJYh3Pvv&g
zxZ!y#r@MALlc=?he0g$Y*+#dKan9#&oaawpK5Sg3Wo0C@r1k+EFYZ(7<IvrIBC5IZ
z>gROATY<w@()wk~w`Y-79Xb}ad;D#&|D0*uaQ4HdRd>JK8Os{K|5p8w1-%oB{P>O#
z=T&0YJ<46J{D6K%OI`OFmHRvr7VNB#s*HY2=5*YA%X?T1iJum|3&R@yqJPXOm!Naw
z){>lrarZaRczg3@c6^;z`S-|?A94qNfPYBKO%7<zzm0z2{_@iChsWmmPhG)LYzeL1
zwPnG|+rH}LLl4}Q2|=$`zi@f>`QXt0llk4J76osa8Wag@AcoJtpM!@5<#$+EI}cF{
z500;GKe?9nVf+VmKh5}Vfsh&p$L`r5CQot?Z+I*k{<-zj*xe6T3kq-ZgRBO=^U`s&
z7u*U-bjXXj#Z58!>(1wpaaB&e>zs81M2qXgO;xXC{P*Fm!@B#&1EEzezJ_%>uwwDJ
zo$~dsmsKxYTDShmksZv$k>l8HN$*FWqs%dBYMZ^EaZqo*emf;GJkJ?0E8BbR`~xrE
zC&S2))yh=#*u!6UtZhK4WT$Fc_17+q2e!3z+8?sLv$osW@_W^Z&dbv;lzeL)b?qp)
z>XElMnE>lJ6t~L#%9~qT<Sxy->pUvMMeFx(ODI_pGku<->9wiJuwl*BAcBm0-P-85
zy;N1_P&lZ5)Ba(RUWe4>S2kkd(^Ftx_saYyLuA^9+x6`C<MDp=VJ`b_ubMLV>cB$X
zz~Hre9~NeRe^;pce%*im=Xsrrr+GGwxitIu)0$}&@i*1g&+?uN$e{R5J;!|LHzQ=u
zfTi51Zs<whj{8NIET13hIc)PCzp7!EW{AcQdN_#YHR@q|b?5<*M^*OyY7atDz}@fe
zs}G<3KJH%p_3ZMe`|}&gN6F7Fv8Gk5KNomlX8*%CVs3XP<W+fn=B-41RnEhn9~0Sj
z@O}C7^m`)Qz!~DTg|d#0anG-wxpV2zS^oUy^n_=)Zs^dm0XN^g+dSj&mJ5wjzm;k8
zVnDCLJKk+$c+3jlbn()Bl*XlXJ7mWDq4kX3H?It#m*OFa6F0}@H(&RT9~+5TBq+Xj
ztB?QMG(V!b`PMkjx$6(Eyfn{>{9rz#FPCdin4M=>+YgG%clfox)C$YW_iG;Qa9k=-
zzgWBeQd-;OO5vKR#M#X=2faTKbk^EAb5Qg8m98%yd$sj940?~LkJcSo^(ytw=q1{Y
zS=DvtkDoY4Z2#tuI@H>FaOM03D;lFZUDTuAKqmxw-$hB=OIkMF+mKr_R#`XbRrI^*
zL!ajKYkYb%Ib-PJJk^NeXBCWb$&K(nb25B--P%DHW%}ft9Q&fY@BMLi?oLk&bMl+H
z`u&TxYyJ2X+}Ql>o0o^Mp#}3Bl1agtiGt$IA@E&8^M-6g@t1~-Ev#%1=T?yp_JVec
zpcF;0rmXWIYA*ws5lgFzQR(QzkIJj(4H%A4_l`{xNpGE<4vmtn5r(OY5(}qwAAFvY
zgG}~0WltPc45dxqpDkM5!<+`CdG8y2tuWN1cfp1s$u-2KRfpR>#mUb+eX|fz04EN>
zX&N-DG26!Jqkg@AeBZ3$`hkC|q8tvL<QV)m9+~n-6~!Xd*o(aq`8W2BzSS=R(4nYu
z*K(26P*8mu)~%0E+TTSg7A2nj9Q265Oak=oQq5MTLA<_+gK)mEkbo<C$~qCf#-$iV
z%Mj;!j0D;+KpJr}Pn-3xYENCS<n+iYkF4Gj452N%+tpg>YVDeiC8<5gvx_2TP7!)I
zX!Ej?P(%u#^@ZWrYa*_LYFu9Q$_K>c0g8hT9;u0tKt{j<-(*EpZ~l|d2%&3^arEqK
zf7k7@ao#cdDfWm8Y4w(b2h*`pTD!d7`-?@_*JmC|nQA?<4!<FMjjb1KVvPWlNa>9q
zD7v-x9R5#{mUf)X>)D;++N+s01q1Z<KA^W}1HE0|H(4}cD-gkOuJ3@0Cz^|^Uw)=d
zoiJ*=rdw*#E%7u$<EfFyH?uvJUblQ@<0icsI%wg|)oCH>-Keow^1ET$`XU&6Mis9~
ztKa@aTQYP|x0~B-nJ0S%^~w?Q^C`o(@!6gZc<-~*M{}V{FNC-;DZhox-VGF?UI-@+
z!re%~MtR+yTVJ}$VTy>`w5yowJ?+BKZq(OYBT)Mg^W&SeVcFA&1v`3-*);UjE%j~0
zZs{%Rp60Qei=Ld^x|s`<&TgGSURT7(VprKpgRnb$O%e(0oIrFZHxa*Tb1|#WWQ@8<
z$;;kW!~VoRb#HuNrr+L+fS}=@0`N!gukN)YEd;dNyKVOJHHW&Wj_#7L^$)th^B@)M
zV56YD9A_WeV=It>o_TpfdT(BTv165T-=NAnNXiZ=ASvd|r^@kJ`O~n|Xb$(u#gpqu
zGcO@HPYdS+emWBA;{1eOv}?z{2Rp^?jh5z1(EjWVkp&lQx9|(E(Yg%|zTh6_bHI(~
z*zNJe{wML*w1?th^Y->Su)ur}H5!6{vB=4J8)~#0Q45=SdEd^yfTKfmHh4lpFOzui
zI^2fL9@1Nr9V&M*`lnVE!$3VY6-c-H8P4Red-hncqH<{eRc4$zJ+05s@Fh3OWMX{N
z_8O7L<l-e4DFqxJJ!(MqDsl4(;hq{6c6aQo>}`Bn@yvd%-8XOr&8&Qny-pu4m1k{9
zSl?p-c>j*|u+p=evq)#aV8IJgG5_k?u^T^cZ(sAVsPWX=bJIRBC~eg!<83YgAY4!+
zn0MB{7&$ItenQdfq~ph1Myz|^{5ro0RNV2jA-rItU)|g|%lsJqv9NCm1@AX4m|q0A
zQrI3iY~_HEkP<(3{E5)-TY(49)6&mhHL<btjl1ff>mJ5FI8Ac={P4l)=SAsn{hC9j
zzj&GP{)O_MXXc$5`(_;McJ1Xm@0Sm28q3_zwtZV@-kPwlG``N`R`Z=c`S)f1?TOIZ
zP1LUkDhq?UrSzSC@%ltj@qxUw=tRGl*IwlAg+&%J2gdh}Z*0VD(=fbO1tOlE+Y*bw
zlwil?Zbm#Y9vVINS(*IHY(LKo7RwO<y(_uZtT=r8d7q5-3)OXyso*(!<nobb<(MqW
zg%tz(hKEl)-Slen=+hO+^?3;x<x{MgT#~m1zn6B#ay{tEsrd4d<9xq=YIyrJYE<=l
zdfUJ?jl&YiJ<*fOo+q_^e{6~9e7SY@xCCzJtDf@=@4ml(@}?xet~PYzTer^03US>1
zk}b~)EtDQ5r}D{O=@B=EZRq8hgBwwOcIaF`;yL4^gR9zgpLhGuOFJ~xoEay<yB7kn
z8}9d+0#TrjJ0hEJY<~lrCw{S@i5K_9xnTxTY<+v=&7k^smyj~|Mrvu(eN<fk+T7-$
zsitSs-WM}Wd%4q!zQhevT__qQ@VvGE{ObO5INclKn0urB<KPaZ*LLM9VvbJcu6g+&
zC~^II<4v{y*4g`xU43JQv%TaVg4=8oGH(j*Op(7Lb^S)CHl}HzPt(c=g+3P*(^n)5
z@8zwm_?*_P6fG1k6);xa-?*nl$1WZ>bVa#m)a#?~Mths8{0=0zjB7tcJ$qMO^DRt_
zUgk0_;ZTOx;wa9m0QRtt42s)?j|%qcC2#vLb1NM)GWBTj=LHA(`Kg<$zBYZ>wPSEU
z#H!eirP-q&+^c;%wND@Jp@UF{fARTOuisl{AEgicOnslzKYmYIz1xad`1*6DtJTKu
zH^1rHJ5t`Q6dxKlm{iQ0ox8G->JTw#Ue)loW5(#_B8aCfp_?T`efi9MXP2Xztc;o`
z4YOboT(NaBUpMDc;rfpK2wkn=e3^S2D*qg7oXd_)=Z;R9I6q~=t<Ide#*BllISX40
z4}6+Gct&-WSD#I>6Oyz82Yf`9WHN-9mZ1gf8t&+recm?~a#v=LeNK-(83kWTtEzSk
zoamLi=MJT4FYLjSBgtv!!H9vz(t?_i-jl_{x)aO17q^#1Y>+%qh?zdA+;2}GgzAok
zusp`19}}Bf_QjraWhF-=utD{)zGzLjyt8W1^Rno&fR=LwLN1)WT&gj-veL2u=sxAp
z^@no;Uk*KUp*fnUxc9J^5q{was=P24W!ODFZ5>4o>%a9%4x+99*{7f5Bd<Jo(y(!Y
z{?cC5nuklr&)!qC>QLj(9);)5?AedV<_9y*mijKMBnJ)(Yfh=E-k*E9UmXw>q}Ej?
zn^~3BG<VLZ;hpNi{)?_R<?bDMi%%R?1uF6=H038OdQI_o%0KI}=@ZR8S5zT)u}+)*
z_9Qv1Uk9Xd;;hZ=4dGQ2v*jss(A(12tUR!&?B(S0hpg3yefzI!mTbu!{(AO>dDmrJ
zp)_-^`-S;uopY}wBwdv=9Ek2NEwdZ?Med803|)}WEG(53e;D$(X(ra%cf}xK2`j0Z
z)$h#Pi34XJy?W<EV-oOwXkzM1i*=_XEf{w)G&XVdmmA|ZAq+>B;H(Zys{EfQ9^bq^
zZe*NSMzN<`T?e?HkrTUT)R5FAJr&oEZ?GC6B#$TeK_}1dUg_BqtxH?JU<xWr^wiZj
z=Pn|bII>qACo*$l!`6Nn>zvo$0=6$oO|ay)jr_(t5Y|Xo)jWE*)`#VrvNbZ{TYBN<
zes$&g)P<QFdoW!KsD2a1A3QrWf6oPz`uzR*8)lz5F_{Mb)V=#vedD(tS@L^$e(bV6
za@^_!|Cm8n@12)+*46c4o^3qd+e?v$x{_J^u)_T0F6J<^cFnGCjN0H&kKTm!%IxuI
z;FRY9!yhgz&g}PscLn-}rQiBsCCqQ_uHC~%mqHg6%&|_0ex1B}yQP=$=`<s*W$2c?
zRd>9X<D+|f1@Mw8S2(YI(q|-<vcqlDR0rJJfB^LPh!a=74+eH-TN<VK#|4!CpRb_6
zfER7L79jpyP5EPa#OB%FMPy(3__-tko%4UR^3k<+1OESP<>QYx9e#TK3mNpEJ2oPK
zO)b$s7B7CR8~wHd;Wxvgm&nw>f{s)XsfzY@Z!J6F?xvFay9<yE2t$uoC{^Tmqk<D3
z%$3EfWmviUjDY@r79WdNuLYK&+$>s6bc~P1-(4ctNfkc8xh)y&?q(-3sr}t?whT8R
zgXM<T85M2_Z>X0H0{HkNP~I>M40tDNx*J0m?S|7E-GH~lU=YAj7mD$LqkI6r*1taP
z0sVn9KchUthYhScb=3)6`MWDkCcO_BY&M&{&2Vp>F%k^LVzFQd3=D&L0Tf;_)@YN&
z;uRe;v5UzMK0ku<ser0&d?iv{tjXWq-B!`hPgg~9+0T0Pu||!(7P$<p&?vOF1urnv
z8w&o(94PB2m-$54R*g&n61`rdl1WTJEnvMo!Vml_>sLiKdXvheQP{QoS-D+ZoW}HL
zs*S%*UX9Au3_co3bfmw##Y?V;ki=?C?g4lS!Vla<@MpoU)Ia&z<@uxPE~?)e=LZve
zrN5>Bw??x_^gmlII>y^RI=p2%Ef~lES_}gIr<MltNE9ug&|ls9j|C&aDsAMS4Gxs^
z!Q0;5(HXfqohG1b$Wb(!SYV;emg<J*!2N7h|3UU!7yQgp1OW@P0l+B4dO=`b5I7eK
z^?{*%kZ=$L>H~rN#-xk#Z#)<}xhlf?8xOb_1j&V<d=PLS1mbrdzfu03$6w34|06EH
z)BcSQR~f67MoUzhm>-?kHMaiiz_JY=y~G$}4=CyH{$u(2_c8u!l>XIcK4z8NqznKY
z)$L7W>&Cy5eo6JOg_H_aq|y`sh5lCRueASE?613v$|8_{)%I87e=4Wa0&B+sU~Ci^
zfy0Gx)M6?-5*LVzB;Yu>Kne~Q1V)G8VgOguI5`O$FCk&glpsbd1BXL|s5QYj5Cmuc
z1mXaC+lPRgJkf&l#f8`k1D_CFAQ*(e1*wT@DU7PYk+}9`Tm)E(qX3zaA%s92j}REi
zBL+sQNr53ED&8DP3XF`T2jO%yyje%HGYksEF@kVr+Yu6kL$C-q3^OQ@!6gQUa0wQ(
zlw^sKku8{rpNE-14m8VxgK!WLPy?`u7LQG2>+Jb<hCc~^FZ4e=2V($5Ln3i<KwX@f
z!0u8RM`7ba7;Hc_0#0Jro{Y0;7XlFd{Dcs3W(o;t7BU{E2Gj%cA}K+Cr|V)Eg2Mya
z0_`HB;6rqDfD{i@5QK{i!2@YPivWzG89-+-*g*ReDQt=*gijz5U<8#+MBp*>BxRsQ
zU<pyN0__ZWCbE)Y5vwqGwly-2pb3d*bJYf#RRjkd40s{YY7{d*SSja;$=o1FEQLbV
zF{pTDq*zG>n$Ez1@J+#dTA<O20J8{ohEOIKA{GjOcgF=#i(II|3dAs_UZOR{NCn6^
z5u6Q`N6Qfkp&lJUhJqsCOoCD*A*(1_nhIeJj?#hfY9xoR(JMq+v7Mno8cl^MqLH*H
zJx!q1qf~l>AvVS+LB;8SP2(wm`jnu+5Ma23hzNLKKuB$Et0V*k;t3oEk3i(HgO!v>
zu_aPWu-X~wq+~OZL1rU3!FVE{s*=SK;;BLGph%^J!?OxhA~YQz2xoDE6;wi`Mb1;3
zBkd|vqr^m#O0Jd@d2oz@8E>{m>g^06AXdDR%2AsbTpp6e*2qNyzFsOMLKQ+NTO-!W
zbrONzC?!E-rLg~|zMUZ`NJA9}G)R?LtB;jMi%}7315>S+NTLlit-*k@nv4ce99RMj
zG+>zE@C4fs3&P;AJcL0REQry@VQ?Iy)xy_7gY68VfmA#xT1B)FSUjE)Bcl`Olvof-
z4PkMKLJdI(;6UOiK2a#t;5cStB$XHw%P_IY7OaSc0>y*TMpOixg*Jk5_?Rw+hIpx!
zizKi#T67#b3I!!H=_ndZg{9%)AR{FjD&t5YSdKskR$vHZG(lp}Vrd8>o25qc<v?6g
z7GGrIYfWNlG*=#Cmrxy}(V9e53I)!lAmBkHCP#sw1dD?}aFvll<3_|A!DcELX|V92
z)Hoy*j39t9P>}(phGS4*pcSIQS|d@&(}JUgU^_z`<#!6;=KP%^k_*N$eip~zBQUsM
z#eqyS?)OZPouMR#FXu=>@(55M3mhz<#p;8>OrW9v5X+4JJrj(>{Y_?bkiDdxp{+O=
z5DQ2BLo3`*-nPs?#ER#uj0SsK;28J_&`*glT?Q5q{1=58_d5k3GY0otCKYVP|154(
z2p9B|w_PE-g#WRz`5;=Xg%7j+QGwMFU`2F18<<Wa0YhjYN16@RD4Y>!GT_BG`yV^Q
zUzh)zGlR-RLt`Z(gHkR~ptu~g$;hU583(#9#Hvt|rCOpmifUnzA@Q<^*bt~9+7J<h
zK#L3*lU9lWvxKq`Dvb})vq>}#-$Wy@W5EU)Ma_rs6uLN&8ZUzeX*hNXkz75AWZ;XH
zNGjM8kCny&>HyKi!2Ae~Db7HR2I(;%Ih7><n*))-222DOi800TkTO;z0zu@ltjK66
ziKh^Y>9No*hOk%?)DQus1kzEFJdiRF1S1II;3AHZL5q*D(t&YE0D4k}k2MB^DYoIn
z1|#)A!;9mPM4*%Kz*u9_x-$P7*tp**5ENka|Dp&a1H<WOaUc_e`y*2uO%(FAV6_k&
z83m5#+EoU|)bEn;<pL>)4crlSiXWL~oL$VnGC_FTaN_>VWZQ<5j30uvGmJAZg5&AI
zL>xw@*2Ka|a=r-4H>i0mGZ;y=#*!oiE1LilVPIATjTeGv$0#@yyY^r}d~GzHWa`r1
zCcd2^1YtnMz%eR7RXfEG9dHzY;%6oX_eUlmK92D#lVH2Y0qyM!e>Q;`_d5m955E-r
z)$aeMQ{tE=VhlxXX9x_j_&^0%h#)J3934-{g+^*QVmvDZ8H<UhQG`UChDj%&Avz`%
zNfhcyfkKf1O%%{UY%mrT5ljY4rO`ke>J&kEqn#m*f&X!L*>ADm|LFNhB~)W#nh-jp
zh)y?XkQ9m$524UW?8p#dFp;7&P<b&H3SWV=8ku61onas_;iAV&8Nj13C<>$rvX~Vz
zw4TqvBE=|~l5Am{VQ4Nl2+3j5QIcpFHaIR?Y1Xn;OcpBEz=%{)$x4tW2E;>9v0c5)
zhLU-~Arv%6NEe_8iXb*jWD>#1pcuW?5@`rVvM@0*L^6u0;;X^2NJ1bV0tQMbHCPmx
zh7gI&R0f-^i5JIPt?DlGg_kR>f(V2_K;Xp$^Pw~=O9mEj<=6-bhzJYBk^~GQ9vK5>
z@(osw01ArLnayAlhM<=57!Vx~N|Tx6^cXG4%rfJ;jDrfP6Gt(rN(!Eg5k_O9)FQn|
zi4RfZ#d4NKB9X9-a-|`LZWS0AREhx0M45p0kU<C<nwBXDHbEsy1Jgo681O+_p1lnb
zDCS=l@AvKi`Ux3@WRo?~d{(?1YK*7rnXxFjL8gh<TVa5q5Sok{q)|hGFz{*;OD%##
zu@POJqTqlfbSzQFLGn>l0~AV?NQ81YLr8~;L}GFjBE%}>$}~KUB!o>AQ{`Y7kwTZ_
zWcWB50nCU7ZlDkrhJk^B^om%KT|$c<rlSPOl)(r#1s%vXfv|8gn8?B+<CJ`DoH{x_
z5UGO-&~XTpI3~^jA;uA<EJ=I>pRSF^vh{2#DpD_FfawSxhZAXM2#-QyNCvCA%eX-U
zrDla#suWQXY^srmB*-vQHYW&c3B>A2a1y}~9|VoSDC1(yG<4UAg%39X13Lr`7a8mf
ze@{mSMF7u-I6m;a1<Ke-e<oQ;AT&{^FoM;=SfI7BLNG;&j^T6Q0x*Lh(6ZT-n63$@
z25KNeEKxCZJTp?QRpSiu_!t8%7%oH8Sh_$yPaXtO37{Gcl+M$FOenbAK#Zj;`IIPC
zRG`5WCpE~SDjt|)0Z~m|4|<hB_Ak}SQE?!<4!?{4ms%R85k=FW85*qE%8^7E2{epI
z3JMN^@&dc=WfTu1rVt=}E>;s8&F2^+h$=%om&K4p2{|aS0UIkN^HBtg4ljs|B?@J6
zQVu!F3bv|Q79*TUWAJ&%AKJ@N_BQ-Y7M#6R{!zStZAu)~-r(`%5K;tKCt}4j;<`G;
zq9sVUIDRDF0!%K|0)!fPfGP|M4xNNYL?KLUKGjH~X@mymKiVyn62YLw=zu;a0%onN
zmu+YEOZy*<AXWm>YP5KwRE{=aVnGs^448WdS?M8x0=bGw5yb`ylzJ^o3#C}BQG`g4
z4r&5v;w+*dM%QDMLcvl560%NaG6EJ)pywFnKe{r6O(v3p_)-O&hc*)QAWam8E5$OD
zI&RdTQlN=Esv%Y*uuG^l2&4jyH3%goFi3)EDo2kpaDqaxaT*O%XJ%W?45~~8L&)?N
zD?u5L7gCV|3Gj<3#w3E0;_<-mVX+9Q48d!yaE8pz5M^MAa5#BPbW|jTO<-GbdL@&s
zp;%dbnVf-%x8OA<qlyCxj57vPxnKyIB}N9Tl<K$$222go(*Z*y(MuQ-kX}R~*%_*p
zIFuTOC936I1T{Va#u74w+>m&j6%!JPM)Tnj6ec@b6Gb88@J!&zNYpTc>Ch-{Fy9ns
zWJU`a@_0On#^eQaqN2JwCCZ4^lZCNH96_vMGF6zLb1<tE6USo2s!>Rgl&s~TAuyCi
z!bF%TVzHDdSCSw+gING<imJn7WKgbHD1vnv2TFuG+8~v2_zDA@r;d@Ef~k0wm7|La
zCX>)aqBxQk$uRS+Iw~5&#l!$siynmmQxH-OA_BsUiqU9@5ek(F1~+QNQoG7b5(@YQ
zV=_k(NU}(X0@%eKP9fs-!8G7@;3CmvtpfPD5rHxiaZ(ZuronRX2vCd;3{`XFV6IBX
zf(wIzUkoH`oXOht(=3wD2GisC!NGA{q$bwLL@Q&Z60SfWPi6&C)G7umBofZoPy@{x
zfe;iI1jf-ZLbN544>y{@Xxk}Zo`gy;91#bPvP%e<B!Dc=5)nrNjFN&3j!=OW489zN
zVS&Iz5C$0aPy{g5_?3*oby4fNMxmBTvM6ZQ7^naXRiW(+gGi8=NCb~3G}0L$u->eT
zFtI{Fc%_yCQ~=>}L{cJB3d6)|;^g93C{L(CNoX`WR!bw&q9F)Al|`h1(1aL{jL+?A
zL!f#rh>k@7=JZb`%z?j>&G=u!{xkLe6_weBXbqYz1tCGPMv9cq?|RVd_`%#5IDv1*
zF;%fJlvT$<Qu$(*l*lthL*YU>LCwX|xgo+>jRkmi0TV|q#meUEty(rPm88jqvY;rg
zLKOu(Ce>ZP=%eT)h6s+s#KW2FC<`J!ib}-_Lm1H<lu1kwaF}8;+e~6ZMFav_1{@5%
z1^TzPv1>~dMhi9ePKm>k;y^NOoKRzuT4hEUM9hzafs9%j-$+F(ps{?F6cwvR5_krD
zu!ewE3i&D&-5N#zr>UKt;cxRhgCax{r-xv{bP<~?GsfbGdQmJL9~p>aBFO}>gdBp5
zGDDe6UObKr4bs9nW^NRYOTkjvTA_&!{Ft&cR2jJp15F@O@<~V$8W)7)azf~`C>=_v
z7BTcFMi7q-XsXr|>0+@?#7A<hbdo+87q6z#KqL?m&xS{9WkN2=f{E)gUvxN6PmAQ3
zgeVhEhl=OK(qvGwSY+i`bSx!NAc!IxWHO`{$1+64OT`GPMMWh@iDU^~rzUCHRud`;
z9*mVUsB{##s}1$2nD|IuU@#76Fa)dFAw-@$P=n@afnPKKJc;^!P8B27#7N_<a0(Wx
zXVBqxm6<9A2MgC>Lg<_jf;t9bQpd^o!NN#1mItCEgnTZ{9EWCtO%$Wmsud`pS~88v
z58@HzL0AgYLKYzmMub5lS0Y7_uJuDRRDgmCASO030&a>BYLHAbC^!<0A&6D#h+w5P
zA~Mj*MDv+6y;2rWBEdCUf|R4Bl4So6dv5|SyH?hTwy$lU9%m6}aeGlw!#OLdRHnl{
z8*84cQd4SBq*IloDydYaN~KaIC@LtRjoN67LMzz*^zrNm3eSNCTTy(XPXTd45oe)M
zga_R!D(d@^RP7;qpP}x)9`-)>?sNCPRmoc4TI*Z?^-XJPm3@l$^Kyk<+XUYfN=0wm
zDH{@QTO##brJNno5X2KRAeq6mENXO`&*~k3j?zO?*Ww(7Df)1p*bM2;Mjwc1OiFHA
zB<oInSk9ND8oKM!wA*$|dcM}3nf7d!HOXbg5!#uiU0}h%X>j~pL$13)T$3$8U<x7%
z8OoH9;LJB#&8yDc)r5mFV@1B+e1<E9Rsn=eWz`T`elw?)QsWj4QMz@zWX|x3f-97X
zlS+pnK$EoEx?z{O#vr?DGisMG8~ChK>kwmUya<~-sOoT9)F|hxM7xm0ZK~L-(CWZ$
zC9Qg%o>gHudM-wED&vGX)f}}x?w4IZIox>DV%cZceS#9CJU*A{L}YyxXfH)*BLN%R
zb7`8)mwH7{-*oZBR3z+FiO_^fkC8^1mD;P6v;jVw>6|Fg#ii9OE|<-9GPzL)#;hkd
zhSRWyrFOAa#aUhMH7D(!-%fT%-DL(hEyD80x>#IRx~svs>HE0>J6ZNi!*xyDRIDsG
zFsVu{J5EZuMQKitXYN3VaESWjs;;Gr3Cu|3-4d>QqgHcWtJGMr;^ZVTH_29#Ni#Kv
zST^6AZ#k>h7K1bHLr5?RqMU?(I6@W*QEV}ozohCN)=O2#{i@(GX<ME){Cv9JTo@Ta
z>{cs^T1-sD3IzLVi%2g|<=VLG`OKV27t%Vt>2@IwVu++FO3fM7>Qp9VYOEzE^$p(W
z1&)|fcjoD#GqZ<fH95)UazZ*$0^9=&!Wt%PtbsXjh))KbIGN89AeD>NDXo~S$X0N!
znye^mMyd%d*$~U-a$acCqd|{Qhl1AbCh*$0Umpm`R(hF=tS__0PkUZ-l+E|*icVVc
zJkes;3D*#t3BoNp-J~{|YVCTyXf{U`dy;~HNfkAx;7xH3w*pfWFDYE`(T_T%qvP0W
zUYUytbyg{WM<6WAY^ysOX5>cAPEN9&Mx))8TP3&4Wk74gc&p7<5}ku4dakkzwE6CN
z)G5I`3?r~4sPyB)NVAC;rq4{lFo5ci36IQzO)v$U;FwCPc>Fk3WulnFowI}$0yE+s
z$^;gKH4Gac)Mu4>WYs)TW=Jri;sw&#>W^j7t8lK;PUL+juV<ANA_=QJ_Nz66@d!`V
zs_7|4WBgbdlJvk<>kYzdxgD;<6-dqv3Ch^4l+ZD!ZB_l=P#zCQlb%`ZBz3m6tO;#?
z4a{e7Oyscy$s;1W8VJMI<ow|f61*4HaZ0;PAWW_o&B9Xj?Se(R$WEblyU<83k|9BA
zFda<_jY`9=z<fgw;bK{B676nYbl67SHhA4xj|O5ICNc>4Qzz=Ol`mF^^+0R3>Lse8
zRvJ}_DuY)Ub;_nCRzTzF3I&%J7RBtQI#NX$BrMTLSNRG%o1$@35yx{2OwNI<8Y&4<
z;*mlGknXY&SIlHb*b>l~=ffK2AtpFUAP4Z)>i8p+D%CwOlFuZ*mvkY)fbzX0zL#_%
z!CiG94Wc2zlRUU6(U4%Au}4I0bmSrW%9=;uC76gAjUjA$J2Zv_&&cXipu5A{h0J<b
zSF;KpP1z&?E@~tX3+f1;7FR>QBL?BEae@;(l1z8}o?3yvc2v7X=cxv&RXdd1lf0Vi
z6u{D&E%78Rmn$|q7E|+u4Q^I35!O&b##Cq*7PMNNX){zSwv)q>wGq8MKWwg+<!Oa2
zX0`ITLiA>;BqXrPoB$W1&gD_fqnVs751nQL451nxsZpG2CiQF!o8|iuaA{l0Ozsis
zg~(LQ4C8sVyl&T)25A`W1o*j`N<|hdw^C`^u3s7qn#06A$2Z!ow%uYQML%RfaP~A=
zl0-Z&39KuR>pW3uNGZZ9Rnr2@!zr0fMo2WZWyWnvYE2MaamH@MayHG|p3%VF(r7MK
zdxa=O(CMW88eD#z5puq@wunZeViz=8cM1z@RP6Bl(&$&oacNnV)1yqSQz)CbP8IUb
zq+M;5XM?GpE|vrsTl2gT^3e1seO}fiYzXrWilAqlqP1S~?VOe=&E`Wz6?wInuWO)E
z#zI>xLd?5jjgUUTW<EaC)#Ro(t5x%kESOP1vQn*%OMYsm4bqcJ(XMFuZnB`F`G`}7
z;Gep@&08s_jA;bdA>@|rWeIUC*XvjxAJ{XOqUKAdC{Xp1=WW6orWVysx74q77lLn@
zYG$#hNh@*5uB{GE;e1tZTVQE|W3|b<6yuc&N((g#2I=@6ztt}m)*AF4K59?&a%5wh
z^orjI9U?)e2w#wFS{AwD!gCU~Ja*dn!Y}7@gkQDnX<imv0~71WUaQ$3XRJg~$qS9u
zoIu^tnp#MF6uQU6q1<<8ZI==goRO|pGtIV@v&&<B#+SNS2^7bu*itriG0`Q-c@Ni?
zqPuQaJA_n8Yb(>&JGPsVTurs3k+Py)8z-pzuqDe(o>|MRfzypdVeZhd>`3UzGPpme
zGzN&4^OY`%l||c{&w<N*PSOQbBg`s9p20#9Bge-YuXT$TvQ?T$nO&Gfs>)U(Unja=
zzv~X_zLa2OrOs<}@JU7ms@Gd-YLcw_PG!-oZtTLqO!6y&(d<kr3bQ!PCMLUWchuwX
z>ShWN*+gwY7J9V0NRk>?mfOn#sm*6XLLic?sCk~NI&OEy;$oi{SAAp@$jQvhmP!>m
z>}5d^o93`wko0-QhhBDSRH~?{j$os?((R0!VuzyeHRhE{GhNISHq%)}9j4f7BeyJ8
zoRXF9;$#5=0zKIe39_gs&*os2Z~9_y<tF)_H!m0!e5|A!-6<?zvMNrKVHMLCs@2gZ
zZP$H%lvuG?ubXG24peV3ayq>2;<y<SEEkKk%h!vw3M<)`=XUIx(2=V_zt*X7wF=nI
zyQvbgag~-WNo^`!%Ao;z35#txFi$sgJ<3>?x#lubqm4ehavN=SF+{dYWa}2))Q4Ed
zp_{b@oi?0YVofCS^1Na>#i6V){-~$4QQe(NiO!~>!+)w)$!Wb-kE?|>v}(zrZnU~X
zQ8j$YZ`x+I%MA&b)q|<v+{ji8l~_0$j_X5;tJI{Wz0P#4&9bNGGK-Z<W%5I;l{8=|
ziBXtkv?1kQohh5%9Ca9)aZy)o<rn6rP}TEx$?CUdSXm@cBOwKo?7dMke>4>;$nAa+
zRi-??sd8hkA2qomPZinWhN$gT@ufs?67rO(v%wZ)dqmL6A}PpjGCxRD6r#Eu2B2m8
ziooN}Y9aR>8O(D_fvs%8q-5A+3=DKs)%^rL=Invc*{suOT144JAItMy)Dl`NZbWZr
zk4qR?of{(s=Ze!6r7XrWzrt4)6V0n=QsuIVXyy^CFN<`Ale{+9C%g^^p@KTZqxvXc
zv~g&t)k!YFX~<%IuxT<DgYpsyCF)2m($hRQ<T^C!(^FsNicv6)8zG5p@D?i<xpBp7
zu^BHbWuSFaq;=4E)aQz9y^NW%hRt}Jq`OobGd4-IM7`v=(YIl0w@WES8lvXQu*to2
ze`XjPm;>#mvANraiG?mW;Kd=eLY9JixJGll?O?_lvz0vEClno4uB1B*z@)N(d>Ixs
zp^ZeA%Z3CA2h&Gj4Zy6Jw#Jr9ufVmvViKe>U-W#dFGJkg+rXr2Er*g4SZ8S{y{Xh>
z$H!ow?<VQ4pw*5?pk<`>`WVyTi%AUlBvENZ2^vTxw1RH-WXCQN8sRyfBfGTjatdT6
z***^;25Rg=%@d2tf?ieFCEiDRTZwwPQLS=C*+r^GQ;H%eFqdHzY0e+f49s71K8-9i
zqEK;_R2FQl;&oyAsO;4MfGXAl#CR>tQ>+S4b5SpQk`EM|zG0#ssEak~L*ZU0DIf{c
zr^3tw$Jk@j3C|X=h0^1i*n+?oi1YxXMu(;lgljooz#2v(@&f2&#`drQ!cqtq@<{6&
zm};*%#ZgRwD=+&nx$aGz70jV`88pPI`L2#C!1L7*x^M*CtU4oPu02A-qbB1cOmm7j
zYQoSVagHY%ypM(yf)O$#9EAo)k$_&eMjECfn+4_@eT^=rFsHA1ooU~i2-CtGv9^Pv
zkph0C0G(@j#9+zW$O2qA#mWdr4t!f>7@2pvoRaj~l)~66o6A8TB!Gc)2=wO1p4CM#
z0X9;h$EVR)mJw-U-Uc(c0mpNMk1bimY?9zBGcwp^I-0>+niRxpN<ExG88V9?^jzs<
zNrYokqgWyw+F&;N+F4Uklk<JYgIbdm6lwQSJ4a#-8a(p4OM5ozLuSvXU>*+^<3Nv-
z8~|Tbyavy6^JTs#U~Q;rhNR0g1h<q1i}7fKu3(GKSPVLu>*yGVIj9$e$pNa~gc2;T
zpK=gNG;iHHUOX7B42-WG+-D_iu!8jLipxiHJ#DRa=Y_HJ`MHZ~7j8>FUMYR<lG;VE
zvmWi%c|!6hpSL=9;ntMJovRQLs)>fG$P2gR%Jbu8*TKqVU{bAiGi#2Q!P4nc_HemW
zrJHm*lg<!HI!`hrL1aNh5t$sv=F@qOV6#Lz?55NCj(ciLvt%q>(HP4+nj%iIBM~RA
ziv&(zPbSCA^^qctuT!{4QzS>zI8N>8p2&NKZdP_wPnPnIIS-dS-+f)|!y&_Os<8?w
zNrqy;=)6uS#OONAq{!DtqD)-pa6BQ&tSpWd?qPH$?{S3!{zb2)82`8wOJ*RpmCI%6
z^Z9os-!a)86HYYr#B$*+cXvH{;!RMUV4-kZwogCZy?_<!do3gm;RWm3jaeQR&mZRI
zBRCIY4Pb-|8K7eW-T?lN6C5`IN{oJhKS2^_muIgE0EsPs6}T*j7hyFs5=<SCx<EN)
zA);ZUQE#+!D1oy{>Y2etg=cO|(=ZqE;+c+YnT~rsST~NwqUA0fcnF?_XrN3gdBZX$
zyS_aleqQ~zZ9HngS<c>JZU5<>*!63?>mD_Uq#iG?KVK-END!^~Khc_pPrSSdhoLy`
z(t@K!0_Gg@j%v6MqdTNHX5A?|ffPI33769Z!dKgDj~WL+nsxZQ>{f7*1)CL)D-0-$
zc9ksLtU5oRaX>d@SR_p$nQSaz2MKIpIhRh}fQ>76+A$H)2{u5TO96^2+?l}H?H17P
zoAux%mc=0vBJIS3<4Ok7BY07S6`ATn9qDohM#KVSD2(X!VLmvZ<tX=U65WYf158UR
zK+A1O9j7=;rzZMA3)<>NzDGd;@&S6|=IW40-hgdJ9LEHsI(l?WKN2Lt(`k?p4}W$E
zrzZx%al)mcx`!E1iO|<@0nK8UI(&Xi`G{91s(ymrj@>~|pSR~DEly6PhSGxyM0<tq
zkpbI03l}g4dz=inF3#n{+S-8$7#P0ScQ-Ty^*@#5xD64BpycBu`S6mpEu8}(bTa?;
z<=rTZ<-_wz&x1#ErqQQM4`oBcl8uAl)5)SwN{yp>A7=*i1>>>}VL@YZC`8{5642w!
z)A;rQDE6T9pB8R=gDp=tNcL%SaVDFtazj@~#0};Khm(n2fv2h6zPYf8$}$%!>{8l}
zpNNmgk8htf=&?MA*xU5l4XD|!Hm8!tDV}c^2aI`C(X_qL=wy|`n#Zei+#_MFA005A
zQ~2Xp3I@T+aeEd^Tee*gN)f<L%c~>dmye0Jo!H}b*t!=0<UHAT+Bgc@afH^x8fXF7
zC3-hh9}Z+)H&=H}meyfM?fI#qr>E<3)UI>uziV83CA#Bj!7-QCp3U1&v<Jq(%}G#9
zIMl)d<pW7RFqVOPwKxFfeIWhfD`C4S*l4lT=MBu`B%w5oc2I7MxUGB*Gi6NO1al#-
z%A&s8b>C@T9=(e`JQ8tqL?YmP;pQUbd&mpuS7W?w^NGjjG&)9OZc6fDrZ%W-Gl$>r
zp3M!+S-#bP?OyF|&hXLQbB@=daR}!bZY__nA>p&TXAO2p!dQss-aWoMfps`Y;`z5v
z@1A`W44!!I=;3WMpFh@)IsraBx<II#s`EGwPV)EE=V;(ODmWnU7>X|$5?bbRA|GUG
z<@#d<4`+I0Z^>|m!UH86%Hq;^Y#|~xLLbM&DWd_rLidUZh%*E9KAR3_%735)L<VfL
z#{m(Tn76g(0)s8ISsxV}A|{_MnFRsIUN0YGa5yu*_f{FPE`6ZnLoIT^t{5g_J+i09
zcpMQY9H=vKhs-UwRk(Hwm~>FS#o-5a_;_{PjonlUyRGtlhXxnJ=AP1m*k*?~eW;Tz
znf}P!!T}qAit;VE4Z42o3LzubFM9$b-mQBp5tcd~AlnlcvD#lsSg@hQcuc{9jrGgk
zuz(w2PQ^_hKv+-#ECO}%7!nuMMR9S)MtJ~%K~j%7H9~HOJDi#ts`tI+#RINJ0?YHr
z?z}?A#kO0c#Yu&mdm0xP6&7*h<N=cviNNN(l1hZ&qJ>+J&>OiZE*^9x0+z)U1xDOH
zxX%LPK?er2(<4{T>||p8z~jIO51-#>Y5!4h>zvRQ1TBKl){#SUl|ox_({E2`#3M_4
zo1PaH8u1ETx)=t8wQ9G>(EJR77~~bQKjRkQp4cF_mc}mXxHmQ~7{-W~f9arcq)_0)
zl?r2gl=Vrx_y^20fr#f;og}XqF5-d9Jq1QwmhUYvk}*5y0RsjT0waiTU9qqy6Z1Lu
z#l?1~($3-C8yB(SA23*i=4TiWzhbbspzRrVcOQqvi52}Y;SQ4{FsmAfiz}u^&iDj-
z%8R(&xHm9jf!7C2UPQnM{+4eg0%#<nQv^<}`MmqWwvWz^kc(pDO#Z#Wk+_(V5zl@(
zy^;tWS4^M8{enHk#>JuWVA~mCVEjq~BW@`?4va@N{s~j=yQO{b@oFvYi_e|kcWA^b
zu&1#R_n9x9I)S+O4jdpru2h&S&fEKrjkw&}6B{vgbm^dR<e$J?{FMSmjIn#-;==Ap
zd;!1%1`F^>YJp=?zLmUUxQN^Kdjcb#eQ(!<+^!7S-b8%!0RslWp>_*m;t<dXfN_Pq
z)_BM435<ALdv9P|P?5yqA(u{(gq{ifDc_<4U|gkmM!aYCL`FRO-pHW0x@@<0bWf2H
z7g?7N8i6taQ~)#r*Ccs`rr)VpplMHN#CvvsXvE6j6B==ucj=%J+8Llzw$Qjj$cT@+
zJ&_Ubnfr~5nE8C^fB~y@YJrJSz7;OaxJt{p;%i>^M8<{HNjwC*r_6|Z+?Nj;N9qJt
zX<RK!BOYkl6B-v*C-KE0dqN{F^DZ4ULhl5OjP3qr^0DKd&@n?{Z+#M9Xt*ad;>f<7
z(16uDyB&+v6|yzr#=@RrBfj)!Z)}{ImD>{>ag}!Iz!5sHAvi*n!dxM2#Cdzav2j6_
z636DnpmE;0sK>hoqMezyKMwS^=RZD@V;`eE3g?}GIyRSZSdX(fke;H>EjZvmIQ)6L
zZS*+(Ig39|kPJ^e-EB$?GhMASP^04}!X^1I>>fiC4{_&UZ&@54FnfyP%kK9DwtXmw
z!vkurk{phXd)ST1`z?kqXue$qScHeuT(xZ)v9SG~u!#5S{?a1m7Cd0mB8(CRHa#q{
zy;4dft_JqRMQph44U72n_X7qCm}`LG;T42MJixOjEMmguaaf!@c0UvB0NtG`@VK<t
z<J{DEMEF6J7U9<ME2cy)C@tdMy0^H9iJJ!u7U34qK#2e}u9R&NkI39-B@&0#M-vv8
zI384o>p;b&A6$tuaa6deEj%{tu@e6Y7N|dR=f2QN4R+_O1$W|{6DvE8`h|Rb<agjq
z9C3Y^pmsA!;n&-iciRZ!adjTS&1T1$!?v8*VOWO~Teplj@$|OU142;@G2AzH|GAie
zn`yT&2d3V(n)jcJ>{a3-PF_+jUSQhfzGIPKc01WG+lZ#G5Ecn)cd*Q5<KhLTcke$I
z6LA0QrId>oSgLvdxrpy#@0SgW7dUU~zH^b;?OV8POiWxMv3MkWE*ldsu#ED)Bk^bl
z!DVCO&K0-<7B}&zsONtTFZw*1p%M)4d2gR{No|xND=)^5YPqmtV&^}Ei!)9<5AUfJ
zN9Gc4vp?^mdrMNzzoi~tAmRpz9@<e3+$DH;6D|^$mSfpDOiAWQKH#(Y1GsnF5uNn`
z3$wltqf?2tZq51ijh?o$`NM0_+ME8|f{WTA6#MYgeG4uumE8l`kZwKXJoNO#Yw&5|
zI<h!F2tJx4?cf^89pDGyr-vWDhT6+f;MX3Yeyw^9Rb^x1P7jg{MR3<pupHz7)quDp
zy5hCN!)p<(6D5u0iE7+>=mW3+xrYu^D6~h_@S2s8r)qKI$n8zNGv3U`oD|gM;iI}9
z_;cM@-1KifBnI5L37>-|pob2^B<}3iLlK+$HU1#HvOIZ%xIV^7<{(MmNU#Z-qn~<E
zGmV3k<s9INg9Kc2en7A{N%|&5?_Axe55lemW^Ky^*ZHXDR;$&G6?wySCWzoT4&e!u
zNL+^$*B5KJ6wJSFES`MSk^4eK8XuKoEgd~9MH(Ynm*;S)?E+9joJNT>hFk2Nx#%8>
zmZhs>F#u=)i-*zit7CunVR-1Ot{#hAgw;&x?g{)w{0Lv@YQTn@aCz|L)<gbvNrtPF
zb@!peObYzLD5`KeWAyYiy|6x~iasBw0rUf!dyFeEV2`+FEN+D8xB<7x2bL{x3`ge;
z#=z<=&7nb4*R^gUbZ*88Qs<M?42OI-GcYz>)9IL|z8#q*U0(vsgQo|XcH}0XN_L_P
zjwr}kxbFK9P{>`!6W4LFLl8FuI5HSc+}sAKA|g@B7>$}Ksml5U4e~lpb#VG-lDL_q
zPtrJ%GEQSVOz(-x$+R&#o#}EuGDKBB?`rSUKsXJopsV3R?u8tPjav`3<b}C(#`4hs
z+6~L#|6v3P`t0UPmE0+W#<mvY@uTBf9pyX9G?mrK)IB6l=Gs2HQ?~8sD)YHQ<SGTF
zZ6Dq#pBhYR93oCb$yBP@o(;>bNh+P1<WlWax|B*~5z|a9x`nAH6}XL9;8vw<ZCOjD
zlFgZ3Phof}{7I)Eeejb@ec6-!)YDSUAT#_lQ)z@HQ`uR5HcFKBRG||-PAO=VD#6Q1
zGnY<vbLmMppPtML>E@uESxpM*$)uW1nU&1Stb_!!=~OM7S_Qw&Y%0m;Qfwoeu66S1
zW+&&bMg@N{F8Zu;^t;Lx)2neko5BZB!k{qiw(>1Ad>;}#N_aBUJ$^<kG_*NM8PMF+
zD%XmdoGP_a%~}hZmP?6Y>x-$NbxlZg^wZ3zR;2>4rI<<0pn33aQp(2DMFg9v473*b
zGA?DBW)+fVpnz;@(#*g!;0O>hYS3A=7Vtk`YL)z^kSpX8Idwe9b!%2(n)Z8sQ{~ek
z!LD1J*8HK$W?Jism(!b@R%d2c)&r8y)Vob%MmIL~sni`7J6U{LDwWMzIWwIMr)6NB
z-NpsCE>zOaI*IsPNRViB@L|7~*To*;OMRW|4HHvKoV$xrkMag&i;xT{DfcZ#DH51M
zHgeN}SX4{%ike*4H51FssJ5V6@?bs;3ECs0oRAHwqFI&R+@e*>wwDV>q&>5hN|m7b
zrEIzhaA^*5834p6;O#V*O~cjgwQeroZPllx$<Ut+bL)_xIV!I5wPGvTu4nQ>Ssi=1
zO*z}jPNrhJyY8t2rkY8Ue7i1}a}!_c&Q_DK$z^SrFR0Q?%6CcDZfsWTi4_vWF@7^G
zw`Xpx)1~;9E)9BuHR|UHxlgq8;aoDsp5=@R#B!9lTk}JLSXM9hdOD>J=hkv;3~6O%
zH)fV78g^xF+w|IXY|KL<01aT0%H#rwW!V(hP1=5O<52^apqKat>vLjAurc$h7S5TQ
zJf(V0y_#dI6}4vjhPqG-Lq+S>-QL8sRa9<h^1!Vws_SCEO48K0)9<ts>}0Ml8?~XT
zbx}SdnCepP3WLr0X-D_-E!D2E?uH~bmg9}d@?6)JOd?D4gp}VVm(-wZ=Q7p)WI|{2
zT|C)F42x0&o0(RTw+RWdY1LWgJPh%xLS+dlR+*!ZCllXGx{zQ%`Cby=OS+KYuDXu~
z(U9Q1G|OQHNp%)NTUi@ul^QP<HpPeq3$3zJ)9{5xEqWgk3{yVhKXw!A^9?Z92K6>E
z4+*XoU1=!gmb~ra8!siU(_|CZG<`O2f{kL)c6m)Z-BHrkNkiK(WvVZCbTNT1nv3!%
zQD`TZ8*xgNhRH!^6cR+M^rn*9pj3XUbm~$f!RM5`YS&p^9_QIjBF{+HC`0BgsXj{Q
z^c-24b;q7xR42WbA|#h{l%KTLjf!o|u&Bv%To&e2xjy%}c3B&#ZL48+n4I0~nVhED
zgFfbpij{1Vv*{G1+jLNrjlR|Q*BWn+<;t=~j7I9JvsT*Gkf4=DNuOOJ)*YZ^-lK;a
zT3Z&PND|p2Z(SH+qRM3Z^*WJSRvUdnD>j$;bi%=DoUM5)(JSiSq>d9qiRVLtMXqV%
zL)ycdBsrYbtDb<?1&qn}We26oSq1v*<fB=gOH`IzAEh$8R7a0WA;A%|5TuA6K$1|{
zskih6(uNTOMVx*_?dY#kyHrPyf?9+G!>Sw?vZc?a&O8d55YbPSZc~epppBwJHV$j)
zOM`GWBe~z0!+)E;kkr-=U#*ukelw@!dD&^N2a_BjAkCh(8lc6RZ3ov<JIsd!Q#AlS
za!t`dWVg%;?GC$E7<C135<6U*+K?mQ*OXQ82E~-9HI_|}DT^G{&^m!U2Bmmn0BJ`<
zoF9Y)i$n)2()|wSuqMhIJ*h(1f$hHV2>yfwgS=E8YtQGKUf<}jE3GVTNT<_ZwCcXp
zWAk3QM0d#9c&1_#zt^iRr(NFfC-tFRVcWH`KuZcXsHbtd>xTrzsVz9e^)#>7B%d$l
zR+@x50^L~gxusm<HFqNP7j7G;QM<(y=;;!l&cw{nEazvLwzXhK`L<Z|#>Mf#)<c3w
z=TWLejX`oG@OlTO8uXM`?Y1(9&&B){Ic>%6H)KYknix+P$J}g8De1{_j5F?Bp+*YH
zL0)>H(20=X#*|mQZLmDPG?+fs!m5o0E#M<SXCSfm`V$h|<?z9js?KTF?(>w1iBs99
zJ4I?b@hA^(3T;C3jJ`4UI}0z%(H&pK>U|sa+NL&ZHH9HXE!k<L^;(oUo9f<>nUnft
zVz?&h&b6-Epp%(C#<n4GE{Uzmme-tAR8%eM9biR<5&L!E{HD|D*GQ*GBm{MmYlk&#
zS_LEB#nPpu-W6<eJTvk_b*+dipXSR2qugyHqAa9_?xfx{QcQB%){B&8<|hkLAjOW|
zme*K$V=PIm8wm#uo09yn*yyhYyisp3Lmlg9(w0NJ%EIR|EpoIvhs}Je;{)JJb&sZS
z$0TLdP)QWlFqIl91V{tZO1hvg3M4lMVNsE*pf}Pk>cdzM6W>d^kYGUhUJ~C+x{%;L
zHMkqmkl?<}x)afm;4!aeB$c5Jg|@2HY))ionbX~oTM}lon&TEre3xsLv$eKh(6YVY
znTe966{eT7x$&yP<huqN*@rM}id6%JdYdCMO1?WoH3Lg7csA9Wq3&|bC7`pw5#h2+
zdEFR$lU2VVN{J26x*mf;ey$g!O-R|WhKV%SMN>@2k%%h1KO~IyQriumM?Cc8o-%Xo
zp5Es;XCqcEn+8MH@e{6JU^!pvl<PU%C?v8QR?yn%9?#h2PQe-_i?WrR*=wj}t?V_L
zVGUWQU%@&vN~D>Vnx<DmOCD4g>2X)B3&o;h^-R0foC@S@g^fI0;E>ua(s<SKY@@X5
z)_BWDL(E}hgZ844f@6x$R>mAF2z({mZ{c!x-7*(bQ2Uha=#wlqE7Oyl>9)8+#cE*#
zO2MneS&CO@R+C_=O!io`g*DvCH!PHIeQKOXJ#Se`V}*v>=`6{`m@Y1|w1u)<)xrp@
ztEd}wL9!}Hr*sj`jfO52=;%R6Fb6|yZshyI9L@S@qCt=1Nqd_jr(hzC#NG&NDOiR_
z^+sjs)KSS}Q>zxDEMFjo9+d|j9=;3-Zd1VUJDDO`0!ANYM^Kei`6xTQWK*YJZfg`0
zjH<QisE)l+)>V|Movap{f;u0+T%}IFggUdS6E7q87OH!yRjKR|?NhA^s&&MRRW@Yb
zj!~&n^fIjBmRk{ncPXG+sTyQoWm!uqx%JwpXXc4)n^|L;u1%Iqzf)MMoH;1yt&!a9
zOPld>CK@3@oo-j`3a^&Z>6P9$d+Gkbo&~B<(>K7!QIi0zShaIl#VTV%p7RF^jT^MS
z71Af<b2TCu2x$ZBfi6@)g*rvdU7W><6JP^OJTR8-^e3$0?US%Rs%|=xg7-HZwZxWm
zOF>;u_7Y38-V%FdrdMmZwR|z}OsQtMggQ}FL?6IJz$!T%5CgrZ(3FGC#QZ?Th#u7=
zT&-NpIJ25BwuOmWvdzM9KGg8kszR7(o^98M6T`r1g)m2Achw1N*yzd)&9*%kT<>+)
zq!&&$*-P6QaQf1$*_WKM$u4H&HDBP6-6_$FOeSmRsB}6_rhTEpZ;G>)SuLt7QH#{5
zV2a#196r*3S#v>f>p@i*&_cj(u-ak<ThUp83)yG<s8a&zN3%SJ@)#Q!s7V-#ii%`#
zj^Hty@_fYuuac9C==kx8)ErjjlAtvMs$r7@(qNbOr-)2?qy{?6%c2uhQpMxPsp_3m
zhXn7T;A1MQ^l^Q_4L)krwwfWqu&&2h&aY<FSb41IBeN^du`%Mgl||&{h{z9@buLvJ
z2<h2!TSI)f+F-UNx3t~_%T8TyDj3Cic1@Y&yx5uJOs}fY#BeFP#f@C!G8R^;&qS@_
z3)8;TZc6Gn<I-hH#+8s@GdWC3)d}YK{hDRyeWP3!*0$x+THP1Anji>b#muMDsy(GT
zC<&G+n+h${Rp!_-9rs{_l_Ouz8dHpm^lTED(k9W`=xiZFZ92=u5a}*bNEpwykDO6s
z%A_z`S)n$qxQbp(F6fQbZ=JI4!x|=F(2wP@n{pYom+48<YKCbo8`-&55sTxjzv*`v
zVbz)qW{ftP_3P7wqR&#zx<)xXI|gqV>rFkZH3HY7780DIYQbR8qFTi|V^ZR5u>4uc
zANd`>u;{L<r70~4)9$F4*bJNVaw|7oH<)Qh9n2=|${v>06XGHycsuFAlBfbbvruaM
z9Cf7}k!IGT?#LQ4>q>9E95vdtd2*?-!==z63cc=ng|;zR+bN`4Ybvjvbh7+41<Viq
zt5y1xfx;d6SCyiVnvAi~jB2u$-^>jutl?sVsv`_}z<fbNfrWA}#)-_+4Du6P6G4p2
z!#dN=#2rQ!tkMBb1mkF?qmW&NHZdwa)asi=w&`JwvV~Bso(0u9_YIlmF=~ngjoYky
z7V?G)p>cG5Qx*&Jq0n9UQIoqFtDFczvbdSaqRvtU;UKJB=r~;A#y;B2i<nYGoiym;
zb)t`rs#M;si?~DzIggQy!K7m9&Do4grTbx%Gxh$oY<4tuHKCOfpBySBb5omIw>7}z
zE}C)NaI_(?;dn6vC$Khms&uK>CPRW^OU`cmTDg>*ENq1wWH6go3p7CvX7<M07*=md
zyOij;JYMa#te(~J^}%SZ<s6rr)wB|;RILs8lC-8oO}2~djIL8EzFc`FY3wPE?$@Py
zb+pciy=2m#SLz+Mn@o4~lH<_>EZ^woghIvk^h}{86?MTPXTuTdPWpp#SVKVthlb?y
zLcYU51kXe@sa>iToV=&bAn=iAQ?)Z=GaHRfMPFGpf@`VX%ICllkwb!|##x~FG&nU4
z)B~#`kF3z7g(nO*LQ{nv*x>D_fProw_k{GQx3IDKKv$A@HzYW>%EbwvZ758KX|0oE
zFI%uJvM|Mad^xM?8@KGS5;jmc4BShV*!0nwFc_aTYG}5}Qm8)f>!WUU)8)#&kRZJr
zDx@Xpe6Esi7Dukp<mR;68|D2rm7qtx<RHl!+2U-DEDw2vhe4g^a#Hg;U>Fo>5@iq`
z!~~pq!VL+ElL`TnqC6)NMHd?x!r(X_bE^#LxOF78kgYMZ{Jci;eJR`0%%x!vg(9Xk
z83lCDLQY7G39Jbb9}+wbd#(;cP;mg<P%w;vd;!x&v_1yShn6JL!RT@I-iR*C$pzad
zvZPmFSxoj@Jst9d1dH7T!fGtcRrq>hj=TXPrX15ZFtxv|CbBq*$f#W#Je}mo<936p
z>;RGAZ7St)f!YlTp6EU1C^ra8cn?A|16`f$V{=f<b;M!duSQu<q9CLk@-rkDG4)O*
z%L8TR*o9?(Zp)(tA+O{Wgq7Dtt>w(yo0{j4sX6AfH=QW#-11s5zhkw0d^DJFsvui~
zyrkM4tc$QlA8f<Ao9%*ZT$-JvJu|2oB5xZi32S&dUc#orc*!|F{5Dh~kHG2zU`rJ6
zPfHmnl`b!+qPxMM(2yXDE0(M>6}0qJ-vM)|O!uh_qFNM>)g0t(77brvw4_dfe84a)
zHO$Wwk_?(e!<Im#I3luWUY-NLBXcg2wRaP<VC`p{h`pnj%@@KNVu)0iU}b4J1l7+`
z!aM{FpXZt!<7+%`EV_aPyi5~SFueI9@@qrM@|XnA4HTK6kf}2&rv<1A2|@(a>QELq
z+&F4kj!g{8Am#FdNu9GM*~NGz;|q4t%dNFdV(hgBCRLkg)!Ax<iu@cZLWy}q<t@}{
zh>=dwwXU-97TG1D>MM>+SRU15ae8AH7JknqD$WWPEa;hvmk`Q@WMN1SNwG1i&U3@!
zNHH6fUmuwZnJ)}mg~&c^)F9HOErbC<5ro&3s;XO9SgEN#Tya8HNKU%6Ms6UyNPFdJ
zPEHZha?La#LTvH5MklX;^#B3MtZw$vENpVm;A*(RE<_EJxQS$;^0K(Z2)#Hn`Vfxq
z(+nrgvY1BqExcRp=o<%5A-yni7FusuBlG^8cDSn3z@>T=BFL}U5=COu88*@h4FU<K
zTlWU;h$Td4oT#~a*=AjLOtw2crbo5e!Nwi;l0&>h_~}inRntpkK9k;Xt$A4pYdGhP
z&Zgq&&YG0ywJ@30?NoQV93tCp*EXq4eJJNh-|eYcZ7EwRa#b<qw%5pDLngy533oaI
zbu@REnKl;5!(JHL&sB`VacCdruWY%)XoksZ7=!>F)Ybf<SgU|VxKPG}D4^!8Cksgh
z&z{y2QN%K=;i<6Yky~H)=bo!7Q;k;Y=eTNG6hIFR#N()Y<W}$oXVbK0wy<Ppfa*u%
z^3;&@!XeqAa*9SN&2d{HHD)4X(lk*;V<qPSW<lz6VGY5+C_;H*^gOX~NSFc$gX~_(
z9oHq1NWplmZt7?~ZjAE|&(M&zr*jMe(s*eiqQ$K<o5IL&meXh|vy1mTeh>>R&Zi6{
z&JQ-8R7B$yvVDxAs$E1bJle;&0u~iDtTs(@VPMmKaRo}pOQ3Z}mqV=(*6>(0a9h<N
zwKpia31YHGT49wwF>EKmwO}@YOUeAvw8V@zwkiPYk0xNm`z>asP=k%YEtKR^0kvXq
zAd=E7ud<ts*0;JCJ1ZFTN(wJyg${V()6FngfZ!LCXq@E5KDUnCiV0WSmdMm8{dn4A
zMY29gHG2)e=(nX7Q#E+WV^77@lrW~&XWc{+S;fKJ3!7|$7MABykpaoU0uMo<OVxyr
zvM`+hhD+2sx{li@vc`k39*o^{BYF`JfzZBTz1tbhA;AsQs#ZjrS4IA$gVfG&&5sNY
zp}EFY@&2&S5p1tMw8$afMx|itNLwrHu#fu2KvEG|^s5_1R5%Xs7ZR+(NB|-06*&nd
z8QD}=zeb|+idyv+$b*GPmLhY3gtmFEtBfZLe@-!J5LU$;4o#<~rh;|0Pzwp3#Tzwq
zGn%3>e!qwcWyqwK*G`?wdE=g3rKb$36=a1Um@w;rHLM}Ps~`sx6!XZFTH++f6tM;G
zi7dbbvh^3TJmHJr#g!DEN0mk&Ji{WW&Q1X=V-4juEboocg2b?*FAs*kgWHPS0;4{x
zp<ZGXB+O89GEOK1FmqZMPd2g%9gU47-(dqVB`S;BHZXf9zh@B=OrUB9Sp&qf3I<dB
z=fj8Gm}GnBc$QHGIx_IJu*B3>P&k2G<~QX?NiC~cm>0EpB0_HJti!eQwb&FmJ&-oA
zNhgZHClyQL6W&^5d(tqN5QrwZZ156OS(wjc)`%VCP;!<SYY7ShSCom`Ts|QnNy%$H
z2sC$aZw<l6l*t;XARySGQXF`k&$d}IVIXDeR@BtZsNsQ|<D)+G8fh0%t#eXZablnJ
z`r-(qH6#?tQnfZ*$}7;uzF&tyfx$u#G)vSNvK2L%tnpwUE#)@Bb4(RmC|+wBN+=Rz
z1t0l=tCm#95Up%g$-JRrrVMc!!`LJ$72JRs!yee$X#+y7naEGks$fdX5Cq6F2@gsP
zvN1)&%=$2C+AeN3Xszk+x)qAExx);QKSo)G<e571rfh#+7>iuRAZMefhN*J9K_X(v
zW2Iu<NPzhQa-Q2vI7=bRSQbZ(jXVU7WP@%DdhlrAug^?JhOimcy)};L9*@8dnh%W@
z2D9PtF;({HejB9Y3c)NuodtmtO`@rliRQC)sD6Q9b-Fe3muiRPin<=n(bwxOZ&s{`
z;1^=~vR)KWR`ER5PB5${_Z_RniFsz6uIR0@oyWKeCkn>eDNm<7Jt@nak*!vEd^V-5
zAsx+DP}L=0g#{)nc1h1z-Io)($x5*A*5K0xovf&ZE?GgTo=WL`Ek$LT<Hj^Q>|^Z}
z+LTbKZct7YHFS2(RU$>NloWl9R|`asom83HfNOe$)3JIptT$kDC8d*VajQXRz0qMh
zMIc#A9IR{RQfhT)x%AYQO(8EQ9bR{ObTk*R)-2Vxoqoeyt|zIb)b{AvMC!E1S*4)6
z8gDo)uR7Oyl4IvMgI7FWYW7A-uip1cJ)ztd7e=MmqWV2!6-~Cb?B2-LYg}EMkMvv)
z8;k}+%Fm}}HHFYor7$Nq&Fq@91wVz)=W0c&I)YH~MXknG+x=W8OO&z&yp=JVa<pct
zq9w)oj9)|aYFMPwIwr2s#!_k?ICE>k6x<>$ED0`K?0ISEKcZ)GQ(nhw<3Yw$r&PUb
zt!Jb1!d+vX$a1JFQ-8^|wdA6}7rU@>pi#<lGs0;2>ruXoR)(bn(?ne!OBygN1ts4%
z$oaauCd{SPUyLzrO_rwmA~Tvs1P9(sZq=LOxB*kua=R@Q+<9{4r%71+CD8*4mvi$?
zrj8}+D*|TarzKQRkuFD7T~sUK^K6r`IaOwHh}cCu9MPKHlF5RVpRT<@Kgo~yLep5)
zdtObb%*~ZDgXyj{zs@KyLyk#R$^)CKQqX+gDHf}WRhU52Y2AiZanTZ^REqC!N?I<}
zZFJhh+<fiwdbZPP%qGByjO|ng9v--^dDZVuH4Hg|T((%Yl4s<uR35gSjyMqp-BQC6
zr{U0RP7uqn=~Sf&!(0b7S+00Wog>Yx*x$HJuiY#4^(oBCDC-42Y_)ouY0)v=er4TQ
z<-~<mEH8YJk@^(Pqv;Q<Ir6rR(fh1P_Vr@lRa~ytUsHBs&X-&k5p!xOb+rsX=$EFj
z8meOUE4c<&v<iMk7}|IV7(G&Rk!>@}6}wc{^^26(R#<TKAg-3mgIcJnfs#%M3WS-u
zIBU@2Vxi3$qO8kCK5Gl8C1&PCnPxDoVs`pUwHGxxfzA4Y&*$yA*;@JY4y|VuQRB-M
zfy`Ki@@73StXVmk+~nJNZ8L1m2lJI!UDFA6jkPH$Lu7>_>-9@AF~vh3!pz4+BYJ4q
z6H#;QIknBW#MDbxqs>}&9)i5SxgOifx)A~2MfIUV;of`=@kvn@+ySu>Mm+*Ix?H5_
zq2@h&mM7~HZKQCz-<%a2^<h!tGmEm>>~!U{T{E)nq*+M%YL-fCRld<Q*X5!&)X@~|
z9SC}0ro#FBc1j(yG4Pm-G{xhIM!739L`9eqvr*T<ERw;ElrN-dit4bAFOJ52%qlQ5
zmnpzvCCTF2-b8f@5XtMwifWo+lb6&QoVd8Sg!L*_)*FEnHE?Tqh0<NeDuL?_OLvwd
zY3*!et-4a%y`<Q*x?`cKTLs(Rdh~q=1kJ|bXvhw?qM=SRBGv-IYppR`WhWF)VFn0n
zR}?@}B5~RAlcgp$%kawt$jWsnD~FK<TPYar=DKA`qMl=Hp(lVuT(4*9WH7eY6^$(P
zU_(Rl_7hFVQRhh{97IBffJnPa3J!-l3nr6kQ_Dhu%Cssyal*_ei9%)39D(VxUa4-i
zM=iNw5AV@a)o2X|R;NP<nu4!!SPc~gg4AklDgpQ>Q;jV<fZ<jh8!5A8f~bh=CF9VG
zS$DRm^ha)P-R4KS&-<!2lc7LaMGYaTYsDNYPAp-qL|Tu-`i|djmu;<1cf5Q#SM4!1
zQ`h87-SpaAmEgNMoyr(lZB5nNdXp&V!~TGDEhQm%N)JqmgiaJ@oY$DzVJ|!Wx>9KA
z{A4{}R_sTx4Cut_p$Im?Vj@%N@(^Y2!q{!|CW1+Ou0#7i$1}|&y98Y?S{)Ligw|ML
z?FpiK#W8p$w80HA(}k26uu<}(=?}LhTO7m;Y0#e24#6#zDvnetDGY~I5KAxt@8_$u
zM}xIh?sEuWr1T+1iV`&P6vi<KG;|WqL{Q1O6V?#vErqVQULQ3{qEB!QhihV{fH_LP
z1UwwMT!+HBK4(n(83%{>pVHE}tVS1eGQ@OO$u3sZI-=gtYnh1PcCF%V;@}7+nzwEp
zFGP=4na9_m@3Si-*o|;@_5P!|H=|a&^CpY={M-#13+SukT{q`$&sYST2GDNL03?6%
zc{@E8ZcSO-xe5`XnrNtsyl_jdJU`yTv)y=5tKH0+<7Kc7r<6ThE>-C!ozA2)L^7Et
z8ImBfSuRUtavYma=fRiE66vs;PUk!BsbF6Myek<CS2V`*j;1I{V`)SrugjE3T~D$J
z<+`X)$?GFR8c`%8QmhmmWpO(18M;~7fn#2zykpM8ZE1JkWASjv@SAF^Ldpo@%rrB)
zj^iY8JxS5z^${g8*GCB{A&W92NlEcxbSCd{g#!LXuca9OxD-ofayj@fOP|lbGx?6m
z9x?a0p(i#WZMnPa(Gzci>I9ok+OmE6>Fx#WcG_!GN(ir;x@yewuo3GpHy_DTdJSNd
z9T_?{;0@sKIKgofpv340_!A^?c6s)y0Fc=7S5bAD7hz`%5=<SCx<EN)A);ZUQE#+!
zD1oy{>Y2f&w`Xol(|};?;+c+YnT~rs*n@<|qUA2(Q0QmMV+R(A!tSmcmND7&?Gf?w
z>c4H{Q3K9$_73~RPWQyFU*lc(s7WOCc&pa=Lg7S$X!qEO);xUT<;_6)9PWg|!|2Sb
zV@{pQ)^<h5U0S?j20T6F9o2A8=Z>Y=(s|T40Fnpxx}M*7co#O>MHXy)J8l7>EZTm#
zaI@<C&Uqtg3dv+6IA9#ML!L_~Z@@m;JMF%U=;TeqJ(mJhwQy$wXSePJdwlCW?95sm
zMrSshcyL_FKzal(isC|m%^f3M?!bsxfDDBZy*|u~`U1xFofF-OTEmkaE9myyk~&Ut
zmQGFdgBG;ajeL)S0^|eq#?93sk-Pz0Ryht%{n$M^rXLBCAmKDfh=)JBgwqp);5gyZ
zP~F1}s6^;%S9ahmv50K={Fw3)uTE6`1ic-*gPuNb|6p32oJb9&2Neip^!}n6FbA9W
z3|N{lmk(=eM-?R)hu7QkTpgLZ6x9DzlH)c+#RerGC&`O*RbOxE8~~w{`L{3cMqw-;
zo>zKagco<t8;YNXB^w99r;|m8Z*HF%&=-u$whIuP91795g9P+A^EAGFfaAeO{AuA9
zYS=z|gJhpJ7iY5RDmP&FIdOxz!QmwA?~fR9n%eD44K}-&3l(;}ZpTlQ{rK_ivj#nu
z2U&TWUb_J`+tub&(m2KQ?czrrO)Yt{)J5lHmBO0GtMjh{rgI8^981CAJvnaAVrk2^
z3qmOZ*lBrnB>dvyZ72449kzi7069<goi>hwb{xsR!y0G-IC0=^s6HIXx^AxSnk=ou
zIS}Wkik_aX%Tc?|t^clZ=N+hVq7|n}o_MjZXb+5mo5yEZ790rK%E1wr#xiiP76+ib
z52RmwB^+G<##Su#c?0t}NhnQsX8?so+*ZDZnQnj0%Zc`#*YM~y{Cy<K?KpE-i4#Y}
zK))K}ZJSR#KBv(!8sS-uncAST%^ZHedp0*Pi}_Xqwhp(qIm1VH&l#Q<8#`fs&og9W
zx%WO<IF|pTd4%kv4ura?f>MgZ<L=$^I1cu`Oa08XWf!|#>QP5R%Un+6gG{Ylf2`o)
zOpoj>8O~66pkzZ?TpEupM8qWh<9H~Xyt4wlLidUZh%*E9KAR3_%735)L}o1-j{^eS
zt@ENXF~fP=@i7VWK*1pm7fC+G;BaPq@2xT(WI)uSV8j)}M65^l)EJK=;z;m8&?4?w
zW^NI|otnU;;6AkADw_)&0({@Y5WA_8-C_Or9UAc)823~k@yl>7nFktO!y8_#$zHL`
zuP!Dt;@!Hp5@ENOU+p52d*UKi`%4K6xB%<wU91^n?4I%>es$K~uz0{P)(r2}3}6wc
zlPh&8+Qo1|#j@{>i!(OL11K-Z;Ih2OmKq_qS|GWbn~BWtdv{JBa5WNGo=0})PE}rk
z*{^N4?k<$sQ;S?wSj3H!2TWEZj<4apVoHSIqJ>+J&>OiZE*^9xLS0#4#O;IoEHEB)
zU@$v9a^=iUCgvtS4vf9miyj5H&IxUSwHbuAjvSJ!6xxcLetSYA9$C8YE=jxsmoA0@
zVXfLN@+gRLfm`_Qd)PB>0q%(na%*YqZvWaF8y5^?#LK^Q&^S^k@Zm~@F+R%rBwqXj
z=9xgmbE{60R}2^Nz~!C-BQDGL78uExo%4VJg9(8V#J8@P$I8Tf&V6yQ-Kn&5c=yId
ztoR2E7NPkGUh9>E#RYB8xV!r}EKbBUVZt3IM{2jYKwMlgHF749u&2C;+l_kzBNljl
zz~n^)jNotiRw97L(H+Mp@N-#r0$dauXY%h2j>N@`jCl6T>6Jw2xN2rbtY`KV8yAPh
zgKcMof$=K|jJT!nI4~a7_$N%c@0Rw#$E&rpFFtpE-=Pt&z@ElN+-JUY>ICBAJ8*yi
zxl&=SIB)MeHsW$?Pi(~0(WQgNk$(bn@mC5MF~;tRiwnCa@dW@67%adisRfQn`Bw6Z
z;UaF^?+J`}_Pt#ba=S8w-Yx`tz<>d8sNI5?I0Q5TU{F_QzjC}|_5?;euDv%fE~rRi
z@sLZWNJ7s9{*-Ug0WhvoJR{ySdm<yAeQ#vYTV1wWJG!UHh>NVt2aQ0P04e|)foqby
zO3Obl7S4$G?EcV*mA@x6;xg~jK_j#?K&Nb>afOf(A9Z^Qjd;)8Z)C*G=Sv3+SglhF
zOpNlaaAC$(TFw<;^Rg#0F04*2xHKc~abG@Y9H|pnrE#?^jd-AGPiS0Nox~T1?5R%T
zGVjtsBlJ$d$k^_0CLcTQ2^}*O_SPryg@$`VBaZCL2@P1iv)i#qT_IZ|ZY=C6HsVWv
z_QuAUS-CyI5m#xK4jiHL8iFHKDa;kZMx3|z8ygo?DRFFG3>xR1i+a3kAUbOC_Q!#q
zf7UAGe<bIBMtc;_I{|fUF5$2qXK^4sMV(u4z<+S~^EQrloc^4}A16qLC!X#$C0@ZZ
zP^04}!X^1I>>fiC4{_&UZ&@54FnfyP%kK9DwtXmw!vkurk{pf>=--XW`z?kqXue$q
zScHeuT(xZ)v9SG~u!#5S{?a1m7Cd0mB8(CRHa#q{y;4dft_JqRMQph44U72n_X7qC
zm}`LG;T42MJixOjEMmguaaf!@K{pfZ0F4eIf%Q<2ON)CynkF6*eh{TaxOM!BDUl0G
zi+H#0EiPi><^h96xCJy&B3DgX#3M5IS&779_0fdIC5{Kx;W|)p=?7QhOdJ(%Y738R
zeXPWPf(7c2+_^8bQiCnS{?+fmnK<J5FhT8RlESa&#O9(X<832|$3e(Pa8KTG=J=7m
zbvVcO5wF0z|6EK&SLFs5LjhAS5f|C3#6_Gu5*C+>ix-$Sx$jscnB7kH%Z5ez3Sp6;
zb_dH`HZERZdiVZgF#-3#Zq@(g8qpV6s(Jspi0@+Wmko;-IB)8{bCKEYTexgYOk5$c
zcqDu-8xt?EjPkxC@n{FZWn<#b71;lzhWpM#;!#o0{~BKOc{D>M7~J#TUWx8_S_tlp
zJ-UN8%8->8V@I`ISTV8lAHu~MC!U9Qu!|#e3AfpwchS8iDd*o(4=)gLgG3MQC<iM)
z;NeZUNL*TuW#=#@nIrjt&*l%{-fc&8)(0%i`aX<KCEB_*=hruS+REk+uR&{X`g02|
zYKJSV9)7xS!EL{?dmtOqt%sb4o_=@@J}q2F7Uu`SM{}edT!ZzE_(AyT;fJrGw78Ii
zON<Xtx1Y+SOW4^9)UTncxNtL5xNMgosB5Ub90hm39-v?W32_Yt*>}7%odXugx2~a{
zD!J3e!B<lhcaXptczE%D6dMqKr2i;9$em1b2NX*jPy`*L#3tDTib)($bTWKHQuINR
zV4iUe<&3c@!M*AS5XK7|7qt8!Y&bMub++6giED=;%OgG$koI2qyuGISB%2e!*1NEo
zNJLfH@i`GbxD#(Ef`nEd|Kj1d^K;N!YBU{iDar2okA!s<!9NyH9?%qfK(k!<9nx^*
z_S1P3lWf3O4!9rm0fh&=36QZ%n;?U7D2h6ug8qS&_yL&+N+n6?D~f<R1bLtwhB(<H
zfHNayEYw{WT?<ipPTwR>^-aLMd+D3DJXc4iE}iTgg1Kww>@^0Wwg+vafD6Izjw|Q?
zpN@ESG!~*hIzR30pPn}wC?@E`1mHf%m!Oz~lVgH{1InO3qEP|=hkl{ClYOz*=m^Hx
zQ4eHQMUfpjywv-vp~KMxWR?q0?4_tf5z%-%?&Cme?Y<qHfxyW@7&Pdpm^%o&vxAVL
z@7m4rF-UQD>N|2P1<#Jb-4j3nL7wDjGT;&j(|eLPLD@%5&8s@_55_@o5q(w$`6UB}
zWn<z_0b=1`h!n%M;tRg!yMO&fKlD|f`Mke-ICuT^pZ$g3{oj_a{<1f{>381$reFGq
z^s@E8dG6c4_;bJU;KsB5@s+>$-v9L_nIHQ4k6*s^mrE~v*6JN!^xr(^@Bi*6Ui}@m
z^PZoY{XhO+ePH~B@A`_b{rwwX{aLS4|LVPervLM+Uj5tO`4{R3KWM-7Pygm^|M?&P
z>r<cc&rg2F8)|>{i?`-4{pZj8!PkD|o$q+lPyF?b_rLdd-~ZwFedy1g{W<^qrrG<x
z?5C}l{)gG0a-aMUtxtaDkIme_f5ZF!;%z_tSAYG#{L<{7-}S-&No0G!_MXbG{?@af
zU}n0%{1bn9gTOxfz3=#$58e90mp;||^>6sy<uA!Uy7;Hpf8J|f^Yg#{ZMlCaeZiYQ
z<_!<M`sZgK`n)$h`2#=ybsu`tNAh3)Z-4H^FaE0ca(^`b@6Y^?-}}ek^fk}9^?Tp^
zyr=&AfABx-e<}8kH-FrZ{OGs-=#RqhH+<>Oec5Nd`<nB-*L~C1h_5>6y##yn6Hk8q
z(l`Id>+4TcUiE9Qdtdo&-}B>Gs`m@8`q*cD!s|c7ed0U1U)B4@ANZIbIP+_KjPa|J
z-ovkVeq{6`@!t>q-V@*Ys`q`(Z@ey1dCyb-_T~R0^?Tp^L;t({sV{ueci;N*4ZnLZ
z{?u=I(zn0m<0k**wQu~r|Djv-&Ch??e>n5?J=AMn_)DMhFR#A!xo??$@dw`X$$#?`
ziy!~Vw}1Z6Kl}af{D;FAssHa=Uj2ggt4H7aQ_uLwvtIm3|MbUi|H@~*=I8#mPx?1M
zxcQ_%IoECogxV3lPHU%3pa$;%xCDg<;`az~&+2>v{{;23-v4FpQ?7k%^*3Mmf|tGp
z|Fe&O((^z5#t(hdbDn=t{Mhdvci!@xZ#?*%8{d)RI{b~^7k=t@e({T*^U$^am%r#&
zU-51JkAE6|@W*d{(E*$IPk+U}{#CCgpKi>5`IYbbKmV`a|NX!G%isN%fBdmO`kSBq
zyIWsC(!XGR!B79eXa42;-}@)8{rPYB>EY)-5$in#eW*nK!B@ZbGhX(SiMP<y=shoa
z`<uV$dp>gW!$0=)k9pp^-<BLppYl(`=YH;=eE4;nxBmHOz9sSXU-$jL_QpT_!>@lu
z>gKN=KKo^VFn;lWdE#qc{;pT5FZ|)o_r3K+FOinz*WCQd+NaN+vgo~1`o@oYZD;WE
zhq|wL3;s36Yd-NcFaDL+eUbOWzw$fmP40&4ct8G+*NN{-bU*7$+t{Ce&&!yfd`S3D
zKk}j%cE2R|$|uObV!!5Jo}hm4_h0_U@A`^s-}l<53ZMS1BKvp${!6~)6TTfMN&Qp4
zW$@y6JnQhMe(Q4<Z^S=!@zmmTzJhq_6Mpdxtc!m`^+iAX3xEGJ<g4EFiPk6o^QV0g
z`5Izqx_?l7>;HUr_w(MG{9E!#2OoJs=1o6XTD|7mpY_&fzUfonv-;pu{@u?#;kh6G
z_J8;4A6?gf?4^JE*7r7l^JzcQ`2Kgi^i416yyWv<n*aW<O+4ZIU-@gp=T)BjkI(z*
zU;ol~fBL(>?$^I7_ncq)if{W4@(q*keyfjt=riRPd~N${f9rF#x4r#M&iDM(kAKgz
zfAfWl4}F{PwXYz)`sLr-c;a{R-*i*`^J~BS2`~AQ@A{;7z2c28uYTd5HNNYehyVGF
zPqc6T%1`~~w>%*+O?STXxxeynSAUv#`Mc}gr~M!AfBrvg-dKC5_-UOC{j#^c^X<?7
zzzdWwUi|V)KmS`l=JP+6{O}vlf1hwKe(m=e+~0Kn>o}PheD)9g_OoVxdh<Jn-%@_d
zr+oPNzwy4qe@dk5^}qg?pZWHe|Nd)#Pyd~Ff5YFu;IC}aNwZJ?lYjY(Z+*4=+%Io@
z;QL>&dSm`c?0cW_-v68W^dJ1OKmWTI4SxHNp7sB|;)AdIs^{y!;XWJt!*{;*n{WOs
zGyi5>`n8(!1OI<xX8{()+x>mI1wlGjN}3IpkdT%JX$hs4hNT+>Bn1H}1tg`B4wddM
z2^Ek|C8S$<XZ7*-fAsmk&->0^bIs0~bKm!w!#%Ut_5I8l^gSHE9IcM=LC;k`L@{+$
zoQR(`;okVta;^1Ure0|NI1(M#d^cQdFZ^(CgY=8f{&X-b=Gd&}BkkFJ7Oi2)CJ<(9
z2si^r_0=X)9OFSpp=yjyeUD&@(l8q+__JdpW6Zvz3~tlN^FYj%B1d9Pcfp9)Fj-n~
zHgkB@my*faYeacP>gAf<+bT~IG@s$Gdwfs~g*N%JH%F>2q{n1WdHb*}s;c>)-BZM?
zuC;HXME*ek8nDm?lfnFaJ*X;<;J(02Am?f0;~N#<*Wb3V5VCtReBXNE&yl+Nm@Cd{
zvU$B}VOM+$Bbd|{dN`&+uiHw@csfXbv(1Q~tx>^ZIiMZai$NB`$um*8di!Nwx7XIo
z6e~BZVm|h(36)l}3M^78MXrE)1Xc>}Yh@kB1X~O|)$O6LYJDc|y_8d*`JdsY_6&OV
z;jckIwDmbgypLQsJ6&`BYV6IM?p+33uEdhST-Gz0EAgsX<Ix%{V8?~~$I5p-4w}Uy
zA^MybldOA6ni@5qRI9)^S=|0|t;^noOo4b{fc40+Q29$0-^8`OmG`O8+HBD7PSCB9
zy##w!5_Zc6=t#4dVzV;BaUHLDD??=OsPhgHGcQ1kWaqHXF^I>z{C0!3sc5<QCIyE0
z*bWlk?RoceBw8SP&wNNOo0-D#%PyOIIG;MkDQn!iXJmZehy}em3{=j>$LMj>aA08U
zMY=>MqiRnXpNw2iW@|Rf(Oka4+RW+ha$o$`%l3{b6*`_<prn<0T$1`W#c-kMR{UYt
z;JL72u4#8x-g)tls;hK7PR9m8xz<6{DR=ZSC_%o2WEFmNVq$tbnbc)*jO=MaJ}~rg
zf#9)&B)L_xM7WM}dF1A4bJeMRA5H#-#h1Q20laU0^O~Af$Nb^l?t3_fw=jjb;)s!!
z<6fXO+dcysN$&gFfjk=E)V3yOa<K~veDV<2^lQsYVd+~dk{f1e4YKP!`<X%O`kx*a
zD%zseghjGYmDbGdtIGP)yXFRFvFjCz`8#xaVA@IHVeMW7)weAFsK>Fv&rGE*Mz#p?
z<l{UjYkH%hq&lts{jrBujc2rk<9G%lOpDgsud59GrlY3q0_Tj%NhV>`F5y&_#N+!{
zrN!B*mla2jvDz<Sczoic#a-d@*}Ed;Ea4yMMIQQP=bqRZJM=iTX`FDsz#ZspB|O7V
zVd=Aqkk?gn7-pK@NpG2C<-M7pCx;V|7ZFV|^2rBO3tHaIU`Ai5uC3W=XD4wFy8Vbm
ztK!a`6O#;(Sx<8A5ZQc);cU6@gBWn8@UVO!UMAL!2W&kDVOP6i9p)uL>(>XlHsoVE
z^u|g=FiMt0jvrWtfEK&&O<{hQ@gkV%HD3>oFOyO-ORQNI%;b#>SQMNWK0{BGbs+gp
zEX`e>-t^$TK*I~3ND<lx^-Z*)`uIJ>N7DDHa!(@k2dJ{mCmQNs9k$hfxK!(lRqs#R
z0Soa7&28VHdKyyaP<Wks17<Y!5zf_I*&wCERvJaZZODyJeCGw#(BZ(Bv2h)?=d75#
zea!=U;k+i7ef|M8A6l8WkCX5W=^YF^bBm&spl>Har@q@OKa$QbM7;cJe$trh*@e9t
zqBMHB@W$j=d3>|%LPfcuY^`#oZQK7*p;=)!Ew9v3`c%_d+9VlWf$W(<_b{A1<)%`!
z?$tHZh1-V}ms>hT*U5;FDusNUj~nnG7<2k>baz}{kY!!@R9<i%EGZJc*$Z7_dBsVx
zR8DZaBYE<sG&6}<B3=K6;ON~F+9*4=iv4CxsPPMHriBrEB7-E3gu)w9N(t1a=GnwC
zVmL{}EuF<)uc<_%<iq>yvX~bHZ1jzg3Ko6n#2X17&l>TsavBUeQiZF*Q*Pb*4j!f|
z(J85wIg>h^ww|2&{GYMtw8<whg0WZFK^pH^LCL*v5JnVLTm#1mo`RePAt6UEK^vN!
z#`OrDy{gG+-H}oL*&V8_o$5!&>te9=LGSr*;_HnMY0-;VTW~Tp*U@?pgMvQWE(%ZK
zr(<=F_$5mU21N(bL#ghFv79X=3Zt36S)4EdudUrY3P}&i#O4UO?9T`c&E?+*k%#-;
zI5yAEHMp*3>=%<_+wj9-m1EYQjW0hrTfYCo`OQl2%cwyci;8w+$+d&$*Dglw4`aNP
zgWO9JI*Z&nwrKp36~Zm(Q6mf^)-aj^g3EUm9@8q|$EGhsy!EC1M7ypNLe;<*q*Rw6
z?Z7ozzeOwMi*Q7Gv_+0XWJqxLsj>id5wdNXYfbb+IQZ7t$-L!jOQcD~Ngr}y<r9N`
z7<)tyYnA1?l(-Rlw4xh1qK}!mokg08wO}?F;=j^o{&<Vfe??T7Y%b0U2j49t<o*`n
zcSElf{OTX{T@sDRL{a}lf;2%YTjyuJfwIl@*jPGDOY}?BtNmK>HoW+=k?Fqr*&CSg
z1Tuou?~Praz<a-OdMBNbyuMOt*t%9AxLbHmc}Q2Mv@kqe{Ba^ycfR}JjN4{w-wT(K
zqE63Ba@X`*W#-_kPi<5^7V?u@bp6=E?GmRcSr`QQYA1;Keg&#khoPAgDDI8)><tNg
z45KlhF~;xG8t)+Nk;9xZMMXI*>ESanVb3`2SPj1GviU`59acMhe`!aee}QY%=vRtm
znTaJV3ZdNmTq&2rBHw-T-mfCS<xSmYzJ*&2DHhm}Ncpu?h(rR1Afd^9II~{rY4%Co
zZSaE!4a6ev6;_ThFBiYadA)h_+@^6t*CSz##Po<_F3k2bna2$n?ifK{NL8-Dk(juc
zk;~aP6)peorKZk?Dl!^Lxx=1@&53ihw>amXzZWKe9t>L*Zakxt$}F3<i0XAZ+k5R4
zc7<2aIE^{wPygX-TXdG_0vAN~*mxH*WL70;F=NTNXw!GPzmm~e(D$8`cjxR&k6gm~
zj^9Po>66BrZ;f*H=TlljJ>1ovoLJ)Qe(n{GdIbB-Xi+^p=Lj*E+t-0Dw>`8xY@$rI
zDSGzuwv^o4+xs50B)V#<ZClQ<f(PuDt{p*NiJk8%_q@#&Z@Q;T*7GX0WcMX?ABiV-
z^4NxYH{Gbwrd>lVqe_c<US`QBvx8>UVLrL_OSVg8FT*D4mBT6mKAxWIft_5KLQQLK
z;k_(^SZ~exwl#<<T6%?LmXT>4ns4G12y}76B1m7kWARb9&|}8p^x-uSal5^8<P6dc
zn?}O&c#YF)C}@)IQw)ObRCXUS`F6(i2`}4=P^l53SIDa<k{4F*Rwupd_Tp`gcTloX
z7=2q=#|(3kE{~0TV=T~??{rh{6AsmaoyX0}U|FV|EYL^1`4^+uMHVjiHN6K_IYS~o
z#DgXjk3ke|j|$&zGj$mh9X*+p-onev`8@Tsed5^O;YX)X99xcd0j9B<*Jv+Oxus~$
zT+M8N=BqN_sc!mPMGLGSEn=@b(`XZLP>_WfzOH=5u;Q>y6fyp=%@3T*O`w%1Li9-K
z{lLD!b=GC0ln`28Dv1n_8$2H<$T&$kZ;~#-#nBTg*00%zu1<fS_Xo{-NPdlcDo1ii
z%3g1R9=9GAhGXNNQoWp``iYV*;0I!gf_>Xh-q}(j_K|kB={s7YEL~-rg`-^1P8{+z
zUDI5{5ntR%g)6w7F1t)jqB%mOpxbv*_O<7Z1Z{(qgh41zvRhh^DN@;V*xNtJ2g-Bd
zlr9f9C{8)*)bYvDU(%ik+A^V?nfA8ktumUc-z&<$$jMh!54tQ#>IA1aA9WsS@s>|{
zkXB7#;}=?XMowFAOV0Gyi%RX{{lIISe&QvE-of7;V5ds*;?PA~{ia9afD0o&G1FnR
zM~<=o@PlO76DY#f5}#x%$;1zxqq4iUgS@o+IX2<pV$LR0N8?;sd;D!h0Wng2zNb>{
zZhcP9AA7~?i@3&c)i)^gi!5zVYcdbuDy~8N^oXGdA)oQcyALfnAwK!}cU7q<I1*e^
zq~Xs>BQ6a=+p9EmK5=L5xBSxDCC=g$l)C-HaA$oObU&D{%-}{%?v_i$C=G~5+GACH
zjbSl9JeqsiZKtxix*xQpC$mL%FZ<iEpB1gh67K~*RNd;wwAtQBa~WZ(yuAnU%ysL4
zh{qpqPb0piv|q=`Xe|%cfqbyDx8Xi36~tM~k2Oy?VKg?R$b8YW`>2&#a5y5=SfCHP
ztb!&Ue}O!9_DlARGRAQzCri@%K}YS!dg`JRr1w85Bt~W`^KVtnEjDz}5w5czE>X%H
zmOGyMEJu#_A?^gDC*w6<-GB$fBurONAIG}6G=4XM&#)A7^6KQlboQ%pNy5T$^Aw3G
z<#ZS5l7zxq?$}PRJ!;o6>Fvj6zs**u!g!iT#c;#((o0MRn<<HGB5&ogy@u>u(>%Z(
zTkF2oXsVE4mwaS<&z1TQO)+}99FR7S4OES7GY8j@(6B)?Fq|xclZ-bsYJtQzGLMyV
zzWXi9`}dWQw@J6A(tZ4vt`^cfIu_4;Z|LEDQ*ZcAB`RtarW86D0jI~l!jDdWJf(6o
zfTtcdt?HS1yq{dquayG^W*vt&#TY)AgK?up@eLJreQyQnQ%i{+u~^d#x`@~N(W#ny
z%iHe5WScb(0U2rDvz+L9rPkrw=!VA-rFh$6e--_NzKa{Pu{+5*>pAo4npYQc=W{Cr
zX`q<EcUHG>>Nn`*emFuAvQJ)49b71WAiIx9nPgki)0|W@EGlmbz|uGp8NuU*+B}MH
zSaKK+CxBm+rD~Og;_$?5+6SYRo(WCr(2eU-gl+dXxjlhrd(6GhHFjfHxgqo-@D5Qo
zJ|9B%I9n|!2}-DK$WxJzU6YqrTH!*ojo@|ze@xa?u(Ii(rwqBdMfZf_Jpv;2`DILJ
zto^XJqpQN<_GQ=n!J7ZhyAkh9*9=@&XZE>Bkv*PW`*$QD62}X>`OH&J#S(2VyWLgH
z7hV(vNbb0Ymr}uR7Y49S<Ss?uYJ@9MewsiIR<uw#66m&c=e6I{#+DjCwCNS#l@^I(
zbkX>+{Ul9Y`Gn&MH)};E-HvD{cW&(j5B!_2<J0WXDEqqWVG1h`n;CELp3iyV5>|n0
z<+5+jk<3vPU|`=LkVIEH+qsEt)n>}l4tr#$=+-#n=&5j?j6ZFeUz(Hi_?yzCA|p$T
zf?gqaCng^vS)8}a*ExFWc`HRK<>Qa5hNIc)8xD+D*3-icC(C)hu*vl~0;Ls9gKrAm
z@0^^t=<OjVQU0#7>Ipdo(uZ4RIiJU}E`trAd0#&2B6{s?i8;6~J{!FFCZLcc+#QLT
zFf%1*>MFSB10CXvN1Sq)>eSf@(B#QfeZ##pj!9T5!_JwtsGyVO>L@aO^n9K)PBvk^
zkHyy<Ywg*CPL|V>{I25Mxv`OQJZ5`hg*^K4PD=j((@5(UK7mz{HCG%~MZ-NZ@9VgD
zX~j(s(t?CKZOey7VuznbE~=Hnc0gqbG1Y^ektx){uoI8ZbKmc9G#F}lGD_-6)|+HC
zW|@N(Q@pTv($`d9^&62S?^w4|Ru1dtm_CWcU>Mk#=CVGqW!Ag?j-d3Ob(0h`{%!2o
zAkRSt5%J+oR&G%eQHv$mTmJjiX!eZw!(XerWx{M<VX)rKw7IxUD7QsFfRiD+vRM$S
zN$ha3?n4d+`-ZXTOY#=F6_rhKpNUfSa!VR1H)4r!O(#O#CAB4?eUihsR-d-TzhLT3
zy|Sdeuw{pYpJRs+Bt*!&STJYYs@@A@VM<M-+eB-av||M03^1Vy%;hSJWv@5(+<x~E
z<Lfs&L``1D2g@m=hh^G@v=W7SwC>5{*b{LFRY*$@(}4YgFD=g!RkJ<f<0SpBA?fCX
ziWB%i_JnDCiP;aH%ukTs^<1WB;9mYJSjjp?cdKHZnudsoI7T%q_F0t65ZUQYhk#VV
zu}4yU*<yt~>@p^8;hVzNm}~NAxlv+Ie@Js4{|+wy_M3bCGHj>MzKStcWnA}pp0i1n
z&G~R7MOko_bw6|(V+vO5%MYFCJxzMl&fPe$cBK4_f^mLDY30}?h0wuMwf=(uQJ*8i
ziM=}CSrsf3GjW9A?J$pe`Suh3YN6|=clWlQQPtI7sm@UQ9<KN3k0;n?@7_VjL8};R
zKKftvO%!eVN8dz2O*K;ofb#tZ7gclvz<?XVK^LGS1pHF2<_G|viojvNNGPC#B47Zm
z`X$^0^1GEQNCZF$s1EfIHdfYdAOSF#fL~wXUpuHyPzU8r9c=8qK^(sTEC>L`oWBle
z0RR_3*&u#3q>F>8Jpn%owxY)5MaioCif*R%Hs(@}R`v)GFXUf5R$3bA1v2D?0LTXA
z1%OMS@)d~jAC~ebv?bt|F?IS^K!QR7f1olH^!cB({15De0$2j6<7k6I3m^d$d;mbj
z{~gNwjfn+N=>}T-7bf#F(SO0_|3T3L!hdp+-yjqMpvK?WOXw%i0#KH)z|Zw3)`CDl
zC=>%lZJ_|-6@mVLtw1k8i{Cv1s74UL#Sj2i0?<+rI2!=~jS2wo4HAU@glI4r2nK*;
zI0OzrPbf$TC<PIOK|zA3RzE=y9PkqW@T!0ifKs6VOoRQxp>W7=*!p`cI23@Vz+3JF
zfEGWua2RklsP91kFyPFf0AdGVsQ`fHP~U|C(2cVHZU;a+h%g8S<N}7mzo>HtVip3T
z5D);sDryCy{5{(L-xeYw0D=MM1+2z@Oc&Hi{M&T-ze52aSMWcez@VNXlCFp1*zo-$
z2tSS`hI6fJCTBca6%Shs%Rr?*R-rMufSfT;e3cw$Rn+Bi-TKRvDF#h4HeB2HxTVR}
zR>R--)01nT2HjD=8u_$Fg3BxVpd$I~li(PRrM5XmLjJP{)lvAOW|<3i1NJpf_mi<%
z(ys3fl-mzyTuZ^y4N?f4)%fu$G+~jHu10kelP)F&$>ZOB#V4SN`G}V;PjcF+d(MTk
zt5tueb3Xh|<<R5US0We3Gef0&tCQBZU-~s$Tt2)C*tgpIeln7Qgqejx6}(dtaXE|k
zh*yb7XspamgSNNOAzZ8p(pj<c?TbPn7Y-cg{tYi$2~$x}<~M>7l8_a{ty{t#m-HD=
z9!5&7P{|7Qd?b~~SE)725<`BGvG|tgq7oUjyt``z%Qg&H4q9W|hM+Yayw_>VcGMKQ
z*=r$ptc=w{B)yUbq89FmT#OIlHhT-RXpxMtI994Kv79Ky^jBF9t}RWp7b|H$B%9-D
zungN~Lk{m+1{UH7B5*r*N|?*eBOdbz$gnw(yB5D!<Lu?DQ0YL&rhgsR7!;0GPE@ny
z_ZYbO+Pye=DhT15U2QS9e*UUh*8*qCnzLhHTwWw7Obh+>*9Y;BTR=ZNR~Ab6aOs$|
z)#~(&tJ;dV3K}*~x9)h4yH@3Q`ZBfm&*v60->K-B*>@)KuVZ@|{`n|tt=?ej8+^#<
z;gOM+yVwF(4VsfusbSYDue@5V1|+P7a%`W$^i0qO$7hFtBb{m{as_#^LBO23MU`E)
z=b(pnai2@<*!O*LWYdVoj~I<zrk0N>DOE+zd_3;hJkKYt;`C=!E-H@Kclg6zK8Fa2
zUuN2pkr||QgKlsI8)wts5pS-)UKPrSC9mWJ63F45&Gl&w*0hi-b6hBuY6+CPx3|<%
ze(g)<xe?5ua>gKcSSPUEb||l#cEVZih?m14fG7y3Ymw#@tzik{0sKk<ajhpPw&-!j
zSR1LBc(b8|<pi80Qq13Y;k&YJZGqQ;xI|gK%x%$I-Un`H^s%vH7ueAB(apO#iiu9I
z$>(l4FyB#`Ft;B~p@MKe34&5te<V`Za}?gXkgRAONI3M-dUk`gG3O(V?aQ4(q*KbX
zhY|!mEm^HLb$mHf0;chseg$I1x@RW$&fKNEtDjjARcd-ftf7f8MfA2L&fShnT<BQ8
z-YQdLE=$Ds%&C(j`fj25@q^p%M&3Yt9b<%I$J50%zoBWp8{=EB))s*9iUnnt<CuvL
zmvHUl3%gNRm}DH<c#RI($T&VPe13PHb7E@0CAWB*IlXU4tFDe_`>1K;O`i5~F%DDi
z*V`k^&Y5xi66S?ZR<?L|HJHz`PoWel&8*z2LS&00ySY5spX^2+ZB|w1d5Pp2S+#AN
z1=-V4`3o+(BZ76ZUpT3?p*5)}zhm!vnyh5FcKL#RXe?I5Uqa<BQVG5Fp3;|$!cw>6
zMn$T*z1m{W$G6()n;=Hxt<NqS4%G=Hqn}ye?(g7u_q38%3Hy<IOnRD?wleuX%wx5`
zkcBzSKX~-Iaot{sOdXwvv13D|ji5bH^F0<1&fr~awP!^Md9kN;3gqj%s~oswRkJJh
z$d_Nts(G_s%WvrQvT>M$?Fqz2o=y7tMTZPB9Fr;DD(sRQf$7EBxovpGKqlo|ZGyT)
z&~ff(YCStAZ_Lo{k6pN;pVrQ=57QfT1j~(g65MXexozwVQr1B$m7bRm+6TkB%N0S*
z^aZic+b!<o&l5_LDH2|?AbhWe<KkF{<a&V%%7*10eRlahcuwl7GZ*RgyS5>HOn8Ti
zgN+f%jNCW(4=$V8G?D0XK{H8Nq=C?Cp4=kitbP9bMn;_PEL_R7X`bSm;|)b>tazr%
zy>fP}@h8syX8*ojgDmFYh@3A=co0{_1P6*+jq8e#+&+KJBk)24eFMb5cBc89PUPNg
zy<1KBDO*Bg<uU7cxok<TC12F?#lNcYC98bwOWq-Rlge*>Unzenx!7QuzG+?i(S|xf
zol=T!V{I|!VO0F05?=#Dz{3JtW@VM<4)Ja}E~;GZJ))YGo1XC%PHDcO!`NBejkxbW
z1<SA`b_ZaeTOGc^;yK9oqAQ*VG-|qbE}?C+BbQ_v`SA)(hp*&EahfE1P{m1NCC$}B
zPNDDHyrYi`5?Mc#K0kN7)Vn@&ZHK#1a}%R@ELPM6L32xTkFj_|*(Y5`gXSBlyl6HZ
zUE~sRTtud0P^eJlGHLzyD;n1JwGSM2gL;9oGz|0g{mRi?CL6(grGfl8{_^!|94q4l
z(Dbz?IZdm$x`qng==RU(b4-LA@iA1-C^q>__>S(>i;c!#Rcp&&!~|uoj35=B&Ry}@
z?KT%azbtooLMb((n5LM5WnzA9DSq1uOM2j%N@~B1pm~c<<Hwn*s6}z!z6g^ljAR;R
zzIQfy7VpcLq1?hW_~`ez6Oz;q2k^8XSJ&2)@OYw)zL4*Kk@kt~vuj;oL5Wf}EogZH
zOhR^&6EXgjo8dr?P38Xm5cdXYwF-B&3z{ZBxqD|u(<HS|5;2v^EL##S0-M$6n;7Hh
z_>nVV+6B9XQOK`NmFn2ocfAikjmj=pq!%uXb*=h68VvxU-<qK##K0Q3$Qcfy{?OQ<
z4S6G4Q`~{OtylMjvJ*ZtdA=cKO)NX7%9fOn{dC0g9A<#4$IU&vuf1tQTch(VB?E`l
zH<f1>rZ}`3u&#EZ*EmX5qvoC=!W#d4w?-Kwmb?1g9qhL~U7&qqxzzcZu~Ewn_POSZ
z`>C|V!`To8Q{$;0j(nbDg|?DJuJINcYkuhN?60=`rnkvMNF_*LC_5D4KGJGDV|&<J
z<MQ3MrV3MO<66EUgvkNFM#DX2T{;nx4sj*0d_$b`mBAp)lg%QvmoX!&ab%rF@J7Hx
z2(#dA-6$Rp%zkW&Gh7#ePrK-d2SbYIPwJ80l;|n1NNLU6X*9~SeMT|bFSR$4cU`23
z@83*+P7rKeY{!x0J0oxC-e7Bv&Ytn=5z;y_a9gs6{i_CVTt()4qa+b_o99NvVC%Ov
zSFOlUxk*V$@fTN#F~tm4eb1o%chzwy%on{4w!OkW<?-?*GJHsKUn$$4{T7~@#IE-(
zK&PpBTi&|G`>0tzEvArMHLh{%8ab&7wkizkb@7#pU)06mkU&TPq|4z*`t6JsKhlwS
zY<4!?<<p%j{X+(WNxV_^_*wM>C++Lo*GsngMbH^!%6Uqq?toonmFPA!FK9Sotta-;
zGx*|1c&}dayY02o5%VVMWDdyIdT0u#ltLC}u6?D{^{Swtt!};_rlIh4@5W3$?wY&q
zg~3}h#5eu^JXc|ku({Oidb1aL-7AUYYpG2<Tb%t4;}}lVF*oOk$E!(BCNHDeKhf(*
zgg1QjrZ%TsnoYks<0sDW^j3Iz=C`V$rtRc=tKZutASptuHf)kS6oy}3z`>%m@X@HA
z>P8v#ehYrmg15b8Gz>#8aC9tMq3KnR8>U3&Lv*J;O!q8OsopRaAT^mW-*rU;<$CZo
z-yyhz>AFR_?aqktBjWg+vZ9@-R<F1l6HBN~=z&4Lafo~=`r{(`j$v1bX-k!eui&6P
zo9HXe>Y@n@1{`+rxAgI!>H=q96GjwziGn}<$fkGKTcUJg&aJ&5*_^DK>AoiWC^S|{
z10v(%mD1CxMnLUEmxXaYN*TJz@ujQsnke6B%eRyyp3<6lkB>&J6}sH}yY$0Noheb&
zvu>8s?E9pdn^rLgxg+;APB~Y|_0X4J4v`L0GvyWW#VC@1$SnqFRo1=M(>$X-dgV@z
z6y7zh#+vE3l$#dYTeGQs2+wzjk={$cYxw!==Qj_N*Dk^v3NG^Nd2feth8W&`73#Vu
zyu?;Vv`t%0USPSmW@eXaZO(aD<$H8tKIN&9Ge5|&3xA1G?}HQ%*yVWIA~suCFEh?B
zFvp7gI|jYL<ns0Or)P22{Pzuca=;m{4*bwaw;6+PvM9C77N=ZSCEpbqo+!ROnq9aS
zBFHIBvnj?MWApj|v{YGUgTQz8Z$<tP$h@`Zc<D4q1%Kz_p-D`04w6BNl=)e5`5f@B
z;CmRz`S%h$7%9Wl9pHnbFXK0CPPw<*PAS$%_}mgvX$9<kYIHdK5e;HNhz66|t=*S+
zDN(l~p781OiVDE27vKA<m`w5Mvo)A<BB|ez)}9EzNx=UKdgo#8bbCGs@0?%cOUFb+
zlA_kdC5=mYh@JPu1#=Pmn<zN;yNEJA(e3ulzHJj#Nj_ouxZ4F%2Fi|9b_6a()=`-e
zo9}9~*|WM8ny9Jbe3apDj9+v1u0}IHoy9t-!_<-44(*ut0gtsI%c2=RB=GP4h%4on
z9NYW0wWHhfCcJz=eeL|K^O^O|bCPaS|GTnlKX!h6S^GNk(DO~&O(p)|$58blxUk#J
z5P@QyAPhS3Q1R*U5Vbk@p~Nzqe8lPJD{8+1X6g^0pgV50teYE_W^K6fhM14NiCOG+
zy=z&q+TqO7RdW&Z?GZ<jAMFUt1JTs5O34L<Z(r>CT*I~DKz?}bJZ)FJEj*t|G5;`w
z=3s4kX!2-(yyt*qZD=(G_HB5tDt#`SD1r10t(Gg@`O`5^RkH}MrMQE?CSF%gOsY)i
zYiz2hG0yk{R<F5^s1Mmf_zya_&8PFW3fcznZkWz}nYG&?>3W)zwMkR1N5DKurzfy`
zz3p^|G{Zz8BFr59r5?Ib>T~QpI(q`Pj(8`9=uFj1oDfbMCuSs87FD&d5RB;~lB#?!
z)Zn4f1=X9WXpL)hf$EmWjZYTO@ra@-#!gxW`N|w04!t+-nhIZKDhG#DWg0&a-_TO3
zesglJ9kRD`$A8`0V=q_K@4)SquX09{|9Q?P!AO9?+@|Qd<(&tQ>~<}VJ7!zFlsE^6
zpMUIbJa=%;R;-lO#}Z1W4Xf!>aPY;(61b`Dz4|Rfu6@p}bFC`Lj)Ct6qu+Srm+41Q
z;f6ISB3g$HUZU@OG2f7cNRhE6ZeVFdz4#bCemyn#gCC)1Fy&H;OWWYR{494O2Lax|
zDj9JV8v=u#QTg$)t#)k51nNENX?=sB8lNy8X95;RIXYFsyuoa<fjtfSwy$`ftTj_X
zFZowy$zR80H$~{G&(SJwUY`aVVD76#=}MZ@EVlPVR7&RSVkC}Ad6!)CdYL-D|3sca
z?u%@`-ZSSau{)2#W-z%nurSwzpM=|N6BBbsd~eI9vUpiXX^<qS9?TdpiPofV$luH1
z;81hh;pr>I<T&n{qoC;V57H&$$!^5&Kj?7%v(HXV8-lj_&;A%CxISknmYi#;l*%Hp
zPS7A-kX)>t&4%gN#lau6TvI#xwFVLWD0j6}&w3M+rl2%bH}5Iu{dIcf(5Z8<Jf~gI
zBtBs@7iZ2v|3DHjX2Q=g8&!vKm!2$r0FbsJVX2y7NuJ-kI*B;vX?c%#3=aKhs^#2M
z=VYp_p0WCE(F$aP9b=dFjzbMyINMAImWu(n?$xK!RKXhI1A`wk^`*L!r8#Oj^@lfZ
zQ9c~n+S)nRBRE^!+)sGd>|-R+Y;fr?$M4~LS25X4ey(*5&r{3|BAOsuNgwRYxb5}^
zdTs*i7K{Y@n5AKKG@W4?)N%Ui#1nchGOx9gJC96juyTiZ<QzVW@|lrfvSzDMkJ;dW
zU%d*`idj4a>)CVBWcErHl?ZCUyxV-R-EZ&(9V#~;mULMWl|@m3AeN-3(yb}+3FEsW
zyw8Wk?&~)`4kPA?hz+J_6V1Ap{Gi4<XHq2RasElti#$BHWkv>gwRWa1{g$R4*K*Tb
zbF0dOD)$H`mx4aFCd;&X$M(X_G83iU-TEA{MYlcjH?<_Nr2;$MVH(HaMxxlmO8p?)
zrucEq$9sV?<fRL{2}8tjy3#h9<n&XTLF;)rx`IR*yP@)=%s*VKLot7tzF)ZJYt^cB
zzo^q9YQx<|)4J|0OE}SVr7r<A6QNcT=Y~m4Q)Bv#h|;2F@j2Y$`yBqpi{QtRYz7lW
z+m!Nz?x)dGq8{q_<fWi+>xafqHmRW29dk6+ESeuUsG<_5J|jiEyW@Z%vMRFrO$ZG~
zN(hN>jZjwsJtj^@GhnUWs}ubc%3?({RpE;xs^DnP@l^TvD>Z7wVGf;Me{7l;xSc&&
zKnE+<EGiob)p+H{87x+Z4qlJEEeEfFCseDCoU{Hn1sC>*f~)Of<M2}j1zvOpLalJ%
zjb%_FK|r;I@Cl<HTvtU{*qHuz7a13%(|`BSM7Sc|UCa@#AOci9jhvU;T`f1@nd@J>
zceMaf5KzPbq4Ta5pz;0u3OotR56HVt2p2b--|bXoAir9u0<}CArf#Mn*e?kg<*X_L
z{`(+GX46E;XQ<;SG542)Hsql&pfCR#5!eAFK9pt&3=ix8y5GNwMt~haPDJUHzm5n1
zir_yxFwjp0^4Ae4pnCpu1OfuI!{2QHJ@lU-P^V+A1ymjx@}nx7__YyUZa-x~ei<M%
zK&y5IB-URoHB5o${M|tR>Qu_b?Z2m2+8%+h`0p;i9*);AwL<*65Q!S#A01NJ#sVls
z`gy)UK?y1lKn_K1fLS1ebO+)A)cgPG$MxSk0@U+=>j^cC>+k4)wU7b+TJ}h*Kid2;
zx(uqA0jP}P_;H2igl2(eiROl8hXz7}pz)yz03Q$<FR*(4{P6vo2OpX_8WPO`zyQCi
z$3Pr5Za`{zolM>Bk-QK<#Wnh60jkINTrK$=5pKNpNKaEM8w8&@(!q!mXse2}kVVZ$
z4%ypKFa!n`0K*{y0&obJ8w|Y#2Hyf)eg+7X!~H+}fT{McA~G)*ge3uRML`L`|13Z~
z5FGfop_ZVZHYfxJK~-3x7LemF+b`FjeuBSk5HR2dWb1D~lpy_=4T74mf7zg@N})e&
zaA7F$>b}2hLc&78)%2$y^k)UwpEh9#s@~}jn;={SklFvX38Jo~Km6drf`Balr%gym
z=zp=HME^hi1O;LL5uY$nD)o0>goH$Z4FA~{xSNRpQyI1V&M8<(7>>d#f7nEzkpGBT
z7!HR2eICMaAyiq*pKT$+f`8kDfkgkEdmuVgrP!Zsp+cxD?oS&Gn16rUfD*C)Xe$8w
zj~s{q{NnHae)W!;fB!bG;PAh53d}XZzsCS<LO`9<pYi=K{Q>25aFM@ahJfKBD8PhT
ze&-$nAR)oO`h$pw{H(0{!%sv+<nO#d!C)XUfA$C1gaMTE#~6T32q=>J%O(T^qWH@O
z0snn{0Hv5<)EynQ{Eiv8EeHzz6*J%`jH=K3!w<NoQT2X**`TPOnBO)x7gGR$x)A*Q
zF;sN4L;?g1b)zNV*F+-S0QB{1N6W?sfx3P0E6Rcl#Sl;-GngqH28LL`5JKh%3n2(V
z)4&jOpzsieFhxj+37A;|heZ%Vre;9a1<W7_0bvVMFwD#X*qDKZB!2$dxVo9Txc$60
R0k<E3FA=b@$*Ic|{2#8B{8#`0

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-reg.xml
new file mode 100644
index 00000000..3134e0f7
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-reg.xml
@@ -0,0 +1,262 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-018-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='1359'/>
+         <instruction instr-id='1359' subinstr-id='2'/>
+         <instruction instr-id='1359' subinstr-id='4'/>
+         <instruction instr-id='1359' subinstr-id='6'/>
+         <instruction instr-id='1361'/>
+         <instruction instr-id='1361' subinstr-id='2'/>
+         <instruction instr-id='1363'/>
+         <instruction instr-id='1365'/>
+         <instruction instr-id='1365' subinstr-id='2'/>
+         <instruction instr-id='1367'/>
+         <instruction instr-id='1367' subinstr-id='2'/>
+         <instruction instr-id='1369'/>
+         <instruction instr-id='1369' subinstr-id='2'/>
+         <instruction instr-id='1369' subinstr-id='4'/>
+         <instruction instr-id='1369' subinstr-id='6'/>
+         <instruction instr-id='1369' subinstr-id='8'/>
+         <instruction instr-id='1373'/>
+         <instruction instr-id='1376'/>
+         <instruction instr-id='1376' subinstr-id='2'/>
+         <instruction instr-id='1379'/>
+         <instruction instr-id='1382'/>
+         <instruction instr-id='1382' subinstr-id='2'/>
+         <instruction instr-id='1385'/>
+         <instruction instr-id='1388'/>
+         <instruction instr-id='1388' subinstr-id='2'/>
+         <instruction instr-id='1391'/>
+         <instruction instr-id='1394'/>
+         <instruction instr-id='1394' subinstr-id='2'/>
+         <instruction instr-id='1397'/>
+         <instruction instr-id='1400'/>
+         <instruction instr-id='1400' subinstr-id='2'/>
+         <instruction instr-id='1405'/>
+         <instruction instr-id='1405' subinstr-id='2'/>
+         <instruction instr-id='1405' subinstr-id='4'/>
+         <instruction instr-id='1405' subinstr-id='6'/>
+         <instruction instr-id='1405' subinstr-id='8'/>
+         <instruction instr-id='1405' subinstr-id='10'/>
+         <instruction instr-id='1405' subinstr-id='12'/>
+         <instruction instr-id='1405' subinstr-id='14'/>
+         <instruction instr-id='1405' subinstr-id='16'/>
+         <instruction instr-id='1405' subinstr-id='18'/>
+         <instruction instr-id='1405' subinstr-id='20'/>
+         <instruction instr-id='1405' subinstr-id='22'/>
+         <instruction instr-id='1405' subinstr-id='24'/>
+         <instruction instr-id='1405' subinstr-id='26'/>
+         <instruction instr-id='1405' subinstr-id='28'/>
+         <instruction instr-id='1407'/>
+         <instruction instr-id='1407' subinstr-id='2'/>
+         <instruction instr-id='1407' subinstr-id='4'/>
+         <instruction instr-id='1407' subinstr-id='6'/>
+         <instruction instr-id='1407' subinstr-id='8'/>
+         <instruction instr-id='1407' subinstr-id='10'/>
+         <instruction instr-id='1407' subinstr-id='12'/>
+         <instruction instr-id='1407' subinstr-id='14'/>
+         <instruction instr-id='1407' subinstr-id='16'/>
+         <instruction instr-id='1407' subinstr-id='18'/>
+         <instruction instr-id='1407' subinstr-id='20'/>
+         <instruction instr-id='1407' subinstr-id='22'/>
+         <instruction instr-id='1407' subinstr-id='24'/>
+         <instruction instr-id='1407' subinstr-id='26'/>
+         <instruction instr-id='1407' subinstr-id='28'/>
+         <instruction instr-id='1407' subinstr-id='30'/>
+         <instruction instr-id='1410'/>
+         <instruction instr-id='1412'/>
+         <instruction instr-id='1412' subinstr-id='2'/>
+         <instruction instr-id='1412' subinstr-id='4'/>
+         <instruction instr-id='1412' subinstr-id='6'/>
+         <instruction instr-id='1412' subinstr-id='8'/>
+         <instruction instr-id='1412' subinstr-id='10'/>
+         <instruction instr-id='1412' subinstr-id='12'/>
+         <instruction instr-id='1412' subinstr-id='14'/>
+         <instruction instr-id='1412' subinstr-id='16'/>
+         <instruction instr-id='1412' subinstr-id='18'/>
+         <instruction instr-id='1412' subinstr-id='20'/>
+         <instruction instr-id='1412' subinstr-id='22'/>
+         <instruction instr-id='1412' subinstr-id='24'/>
+         <instruction instr-id='1412' subinstr-id='26'/>
+         <instruction instr-id='1414'/>
+         <instruction instr-id='1416'/>
+         <instruction instr-id='1416' subinstr-id='2'/>
+         <instruction instr-id='1416' subinstr-id='4'/>
+         <instruction instr-id='1416' subinstr-id='6'/>
+         <instruction instr-id='1416' subinstr-id='8'/>
+         <instruction instr-id='1416' subinstr-id='10'/>
+         <instruction instr-id='1416' subinstr-id='12'/>
+         <instruction instr-id='1416' subinstr-id='14'/>
+         <instruction instr-id='1416' subinstr-id='16'/>
+         <instruction instr-id='1416' subinstr-id='18'/>
+         <instruction instr-id='1416' subinstr-id='20'/>
+         <instruction instr-id='1416' subinstr-id='22'/>
+         <instruction instr-id='1419'/>
+         <instruction instr-id='1419' subinstr-id='2'/>
+         <instruction instr-id='1421' subinstr-id='2'/>
+         <instruction instr-id='1421' subinstr-id='4'/>
+         <instruction instr-id='1421' subinstr-id='6'/>
+         <instruction instr-id='1421' subinstr-id='8'/>
+         <instruction instr-id='1421' subinstr-id='10'/>
+         <instruction instr-id='1421' subinstr-id='12'/>
+         <instruction instr-id='1421' subinstr-id='14'/>
+         <instruction instr-id='1421' subinstr-id='16'/>
+         <instruction instr-id='1421' subinstr-id='18'/>
+         <instruction instr-id='1421' subinstr-id='20'/>
+         <bounding-box x1='88' y1='607' x2='506' y2='712'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='1'>
+         <instruction instr-id='3181'/>
+         <instruction instr-id='3181' subinstr-id='2'/>
+         <instruction instr-id='3181' subinstr-id='4'/>
+         <instruction instr-id='3181' subinstr-id='6'/>
+         <instruction instr-id='3183'/>
+         <instruction instr-id='3183' subinstr-id='2'/>
+         <instruction instr-id='3185'/>
+         <instruction instr-id='3187'/>
+         <instruction instr-id='3187' subinstr-id='2'/>
+         <instruction instr-id='3189'/>
+         <instruction instr-id='3189' subinstr-id='2'/>
+         <instruction instr-id='3191'/>
+         <instruction instr-id='3191' subinstr-id='2'/>
+         <instruction instr-id='3191' subinstr-id='4'/>
+         <instruction instr-id='3191' subinstr-id='6'/>
+         <instruction instr-id='3191' subinstr-id='8'/>
+         <instruction instr-id='3195'/>
+         <instruction instr-id='3198'/>
+         <instruction instr-id='3198' subinstr-id='2'/>
+         <instruction instr-id='3201'/>
+         <instruction instr-id='3204'/>
+         <instruction instr-id='3204' subinstr-id='2'/>
+         <instruction instr-id='3207'/>
+         <instruction instr-id='3210'/>
+         <instruction instr-id='3210' subinstr-id='2'/>
+         <instruction instr-id='3213'/>
+         <instruction instr-id='3216'/>
+         <instruction instr-id='3216' subinstr-id='2'/>
+         <instruction instr-id='3219'/>
+         <instruction instr-id='3222'/>
+         <instruction instr-id='3222' subinstr-id='2'/>
+         <instruction instr-id='3227'/>
+         <instruction instr-id='3227' subinstr-id='2'/>
+         <instruction instr-id='3229'/>
+         <instruction instr-id='3229' subinstr-id='2'/>
+         <instruction instr-id='3229' subinstr-id='4'/>
+         <instruction instr-id='3229' subinstr-id='6'/>
+         <instruction instr-id='3229' subinstr-id='8'/>
+         <instruction instr-id='3229' subinstr-id='10'/>
+         <instruction instr-id='3229' subinstr-id='12'/>
+         <instruction instr-id='3229' subinstr-id='14'/>
+         <instruction instr-id='3229' subinstr-id='16'/>
+         <instruction instr-id='3229' subinstr-id='18'/>
+         <instruction instr-id='3229' subinstr-id='20'/>
+         <instruction instr-id='3229' subinstr-id='22'/>
+         <instruction instr-id='3231'/>
+         <instruction instr-id='3231' subinstr-id='2'/>
+         <instruction instr-id='3231' subinstr-id='4'/>
+         <instruction instr-id='3231' subinstr-id='6'/>
+         <instruction instr-id='3231' subinstr-id='8'/>
+         <instruction instr-id='3231' subinstr-id='10'/>
+         <instruction instr-id='3231' subinstr-id='12'/>
+         <instruction instr-id='3231' subinstr-id='14'/>
+         <instruction instr-id='3231' subinstr-id='16'/>
+         <instruction instr-id='3231' subinstr-id='18'/>
+         <instruction instr-id='3231' subinstr-id='20'/>
+         <instruction instr-id='3231' subinstr-id='22'/>
+         <instruction instr-id='3231' subinstr-id='24'/>
+         <instruction instr-id='3231' subinstr-id='26'/>
+         <instruction instr-id='3231' subinstr-id='28'/>
+         <instruction instr-id='3231' subinstr-id='30'/>
+         <instruction instr-id='3234'/>
+         <instruction instr-id='3236'/>
+         <instruction instr-id='3236' subinstr-id='2'/>
+         <instruction instr-id='3236' subinstr-id='4'/>
+         <instruction instr-id='3236' subinstr-id='6'/>
+         <instruction instr-id='3236' subinstr-id='8'/>
+         <instruction instr-id='3236' subinstr-id='10'/>
+         <instruction instr-id='3236' subinstr-id='12'/>
+         <instruction instr-id='3236' subinstr-id='14'/>
+         <instruction instr-id='3236' subinstr-id='16'/>
+         <instruction instr-id='3236' subinstr-id='18'/>
+         <instruction instr-id='3236' subinstr-id='20'/>
+         <instruction instr-id='3236' subinstr-id='22'/>
+         <instruction instr-id='3236' subinstr-id='24'/>
+         <instruction instr-id='3236' subinstr-id='26'/>
+         <instruction instr-id='3239'/>
+         <instruction instr-id='3242'/>
+         <instruction instr-id='3244'/>
+         <instruction instr-id='3244' subinstr-id='2'/>
+         <instruction instr-id='3244' subinstr-id='4'/>
+         <instruction instr-id='3244' subinstr-id='6'/>
+         <instruction instr-id='3244' subinstr-id='8'/>
+         <instruction instr-id='3244' subinstr-id='10'/>
+         <instruction instr-id='3244' subinstr-id='12'/>
+         <instruction instr-id='3244' subinstr-id='14'/>
+         <instruction instr-id='3244' subinstr-id='16'/>
+         <instruction instr-id='3244' subinstr-id='18'/>
+         <instruction instr-id='3244' subinstr-id='20'/>
+         <instruction instr-id='3244' subinstr-id='22'/>
+         <instruction instr-id='3246'/>
+         <instruction instr-id='3246' subinstr-id='2'/>
+         <instruction instr-id='3246' subinstr-id='4'/>
+         <instruction instr-id='3246' subinstr-id='6'/>
+         <instruction instr-id='3246' subinstr-id='8'/>
+         <instruction instr-id='3246' subinstr-id='10'/>
+         <instruction instr-id='3246' subinstr-id='12'/>
+         <instruction instr-id='3246' subinstr-id='14'/>
+         <instruction instr-id='3246' subinstr-id='16'/>
+         <instruction instr-id='3246' subinstr-id='18'/>
+         <instruction instr-id='3246' subinstr-id='20'/>
+         <instruction instr-id='3246' subinstr-id='22'/>
+         <instruction instr-id='3246' subinstr-id='24'/>
+         <instruction instr-id='3246' subinstr-id='26'/>
+         <instruction instr-id='3246' subinstr-id='28'/>
+         <instruction instr-id='3246' subinstr-id='30'/>
+         <instruction instr-id='3249'/>
+         <instruction instr-id='3251'/>
+         <instruction instr-id='3251' subinstr-id='2'/>
+         <instruction instr-id='3251' subinstr-id='4'/>
+         <instruction instr-id='3251' subinstr-id='6'/>
+         <instruction instr-id='3251' subinstr-id='8'/>
+         <instruction instr-id='3251' subinstr-id='10'/>
+         <instruction instr-id='3251' subinstr-id='12'/>
+         <instruction instr-id='3251' subinstr-id='14'/>
+         <instruction instr-id='3251' subinstr-id='16'/>
+         <instruction instr-id='3251' subinstr-id='18'/>
+         <instruction instr-id='3251' subinstr-id='20'/>
+         <instruction instr-id='3251' subinstr-id='22'/>
+         <instruction instr-id='3251' subinstr-id='24'/>
+         <instruction instr-id='3251' subinstr-id='26'/>
+         <instruction instr-id='3253'/>
+         <instruction instr-id='3253' subinstr-id='2'/>
+         <instruction instr-id='3253' subinstr-id='4'/>
+         <instruction instr-id='3253' subinstr-id='6'/>
+         <instruction instr-id='3255'/>
+         <instruction instr-id='3255' subinstr-id='2'/>
+         <instruction instr-id='3255' subinstr-id='4'/>
+         <instruction instr-id='3255' subinstr-id='6'/>
+         <instruction instr-id='3255' subinstr-id='8'/>
+         <instruction instr-id='3255' subinstr-id='10'/>
+         <instruction instr-id='3255' subinstr-id='12'/>
+         <instruction instr-id='3255' subinstr-id='14'/>
+         <instruction instr-id='3255' subinstr-id='16'/>
+         <instruction instr-id='3255' subinstr-id='18'/>
+         <instruction instr-id='3258'/>
+         <instruction instr-id='3258' subinstr-id='2'/>
+         <instruction instr-id='3260'/>
+         <instruction instr-id='3260' subinstr-id='2'/>
+         <instruction instr-id='3260' subinstr-id='4'/>
+         <instruction instr-id='3260' subinstr-id='6'/>
+         <instruction instr-id='3260' subinstr-id='8'/>
+         <instruction instr-id='3260' subinstr-id='10'/>
+         <instruction instr-id='3260' subinstr-id='12'/>
+         <instruction instr-id='3260' subinstr-id='14'/>
+         <instruction instr-id='3260' subinstr-id='16'/>
+         <instruction instr-id='3260' subinstr-id='18'/>
+         <bounding-box x1='88' y1='270' x2='506' y2='418'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-str.xml
new file mode 100644
index 00000000..68579546
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018-str.xml
@@ -0,0 +1,1068 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-018-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='1'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="96" x2="125" y1="693" y2="701"/>
+                <content>Country</content>
+                <instruction instr-id="1359" subinstr-id="0"/>
+                <instruction instr-id="1359" subinstr-id="2"/>
+                <instruction instr-id="1359" subinstr-id="4"/>
+                <instruction instr-id="1359" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0" end-row="1">
+                <bounding-box x1="144" x2="171" y1="688" y2="705"/>
+                <content>Sample
+unit</content>
+                <instruction instr-id="1361" subinstr-id="0"/>
+                <instruction instr-id="1361" subinstr-id="2"/>
+                <instruction instr-id="1363" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0" end-row="1">
+                <bounding-box x1="189" x2="216" y1="688" y2="705"/>
+                <content>Sample
+size</content>
+                <instruction instr-id="1365" subinstr-id="0"/>
+                <instruction instr-id="1365" subinstr-id="2"/>
+                <instruction instr-id="1367" subinstr-id="0"/>
+                <instruction instr-id="1367" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" end-col="4" start-row="0">
+                <bounding-box x1="244" x2="262" y1="704" y2="712"/>
+                <content>2007</content>
+                <instruction instr-id="1369" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" end-col="6" start-row="0">
+                <bounding-box x1="301" x2="319" y1="704" y2="712"/>
+                <content>2006</content>
+                <instruction instr-id="1369" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" end-col="8" start-row="0">
+                <bounding-box x1="358" x2="376" y1="704" y2="712"/>
+                <content>2005</content>
+                <instruction instr-id="1369" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="9" end-col="10" start-row="0">
+                <bounding-box x1="415" x2="433" y1="704" y2="712"/>
+                <content>2004</content>
+                <instruction instr-id="1369" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="11" end-col="12" start-row="0">
+                <bounding-box x1="472" x2="490" y1="704" y2="712"/>
+                <content>2003</content>
+                <instruction instr-id="1369" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="236" x2="242" y1="682" y2="690"/>
+                <content>n</content>
+                <instruction instr-id="1373" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="257" x2="278" y1="682" y2="690"/>
+                <content>%Pos</content>
+                <instruction instr-id="1376" subinstr-id="0"/>
+                <instruction instr-id="1376" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="293" x2="299" y1="682" y2="690"/>
+                <content>n</content>
+                <instruction instr-id="1379" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="314" x2="335" y1="682" y2="690"/>
+                <content>%Pos</content>
+                <instruction instr-id="1382" subinstr-id="0"/>
+                <instruction instr-id="1382" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="1">
+                <bounding-box x1="350" x2="355" y1="682" y2="690"/>
+                <content>n</content>
+                <instruction instr-id="1385" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="371" x2="392" y1="682" y2="690"/>
+                <content>%Pos</content>
+                <instruction instr-id="1388" subinstr-id="0"/>
+                <instruction instr-id="1388" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="1">
+                <bounding-box x1="407" x2="412" y1="682" y2="690"/>
+                <content>n</content>
+                <instruction instr-id="1391" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="1">
+                <bounding-box x1="428" x2="449" y1="682" y2="690"/>
+                <content>%Pos</content>
+                <instruction instr-id="1394" subinstr-id="0"/>
+                <instruction instr-id="1394" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="1">
+                <bounding-box x1="464" x2="469" y1="682" y2="690"/>
+                <content>n</content>
+                <instruction instr-id="1397" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="1">
+                <bounding-box x1="484" x2="506" y1="682" y2="690"/>
+                <content>%Pos</content>
+                <instruction instr-id="1400" subinstr-id="0"/>
+                <instruction instr-id="1400" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="88" x2="112" y1="663" y2="671"/>
+                <content>Austria</content>
+                <instruction instr-id="1405" subinstr-id="0"/>
+                <instruction instr-id="1405" subinstr-id="2"/>
+                <instruction instr-id="1405" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="149" x2="170" y1="663" y2="671"/>
+                <content>Single</content>
+                <instruction instr-id="1405" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="197" x2="209" y1="663" y2="671"/>
+                <content>25g</content>
+                <instruction instr-id="1405" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="234" x2="246" y1="663" y2="671"/>
+                <content>109</content>
+                <instruction instr-id="1405" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="263" x2="273" y1="663" y2="671"/>
+                <content>0.9</content>
+                <instruction instr-id="1405" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="293" x2="302" y1="663" y2="671"/>
+                <content>93</content>
+                <instruction instr-id="1405" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="320" x2="330" y1="663" y2="671"/>
+                <content>1.1</content>
+                <instruction instr-id="1405" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="350" x2="358" y1="663" y2="671"/>
+                <content>89</content>
+                <instruction instr-id="1405" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="377" x2="387" y1="663" y2="671"/>
+                <content>1.1</content>
+                <instruction instr-id="1405" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="410" x2="413" y1="663" y2="671"/>
+                <content>-</content>
+                <instruction instr-id="1405" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="439" x2="441" y1="663" y2="671"/>
+                <content>-</content>
+                <instruction instr-id="1405" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="467" x2="469" y1="663" y2="671"/>
+                <content>-</content>
+                <instruction instr-id="1405" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="495" x2="498" y1="663" y2="671"/>
+                <content>-</content>
+                <instruction instr-id="1405" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="88" x2="119" y1="649" y2="657"/>
+                <content>Germany</content>
+                <instruction instr-id="1407" subinstr-id="0"/>
+                <instruction instr-id="1407" subinstr-id="2"/>
+                <instruction instr-id="1407" subinstr-id="4"/>
+                <instruction instr-id="1407" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="149" x2="170" y1="649" y2="657"/>
+                <content>Single</content>
+                <instruction instr-id="1407" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="197" x2="209" y1="649" y2="657"/>
+                <content>25g</content>
+                <instruction instr-id="1407" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="234" x2="246" y1="649" y2="657"/>
+                <content>123</content>
+                <instruction instr-id="1407" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="263" x2="273" y1="649" y2="657"/>
+                <content>0.8</content>
+                <instruction instr-id="1407" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="289" x2="302" y1="649" y2="657"/>
+                <content>290</content>
+                <instruction instr-id="1407" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="320" x2="330" y1="649" y2="657"/>
+                <content>0.7</content>
+                <instruction instr-id="1407" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="346" x2="358" y1="649" y2="657"/>
+                <content>391</content>
+                <instruction instr-id="1407" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="377" x2="387" y1="649" y2="657"/>
+                <content>0.5</content>
+                <instruction instr-id="1407" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="400" x2="413" y1="649" y2="657"/>
+                <content>454</content>
+                <instruction instr-id="1407" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="431" x2="441" y1="649" y2="657"/>
+                <content>2.0</content>
+                <instruction instr-id="1407" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="3">
+                <bounding-box x1="457" x2="469" y1="649" y2="657"/>
+                <content>188</content>
+                <instruction instr-id="1407" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="3">
+                <bounding-box x1="488" x2="498" y1="649" y2="657"/>
+                <content>2.7</content>
+                <instruction instr-id="1407" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="88" x2="129" y1="635" y2="643"/>
+                <content>netherlands</content>
+                <instruction instr-id="1410" subinstr-id="-1"/>
+                <instruction instr-id="1412" subinstr-id="0"/>
+                <instruction instr-id="1412" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="149" x2="170" y1="635" y2="643"/>
+                <content>Single</content>
+                <instruction instr-id="1412" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="197" x2="209" y1="635" y2="643"/>
+                <content>25g</content>
+                <instruction instr-id="1412" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="234" x2="246" y1="635" y2="643"/>
+                <content>269</content>
+                <instruction instr-id="1412" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="263" x2="273" y1="635" y2="643"/>
+                <content>1.1</content>
+                <instruction instr-id="1412" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="289" x2="302" y1="635" y2="643"/>
+                <content>397</content>
+                <instruction instr-id="1412" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="320" x2="330" y1="635" y2="643"/>
+                <content>0.3</content>
+                <instruction instr-id="1412" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="346" x2="359" y1="635" y2="643"/>
+                <content>389</content>
+                <instruction instr-id="1412" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="383" x2="387" y1="635" y2="643"/>
+                <content>0</content>
+                <instruction instr-id="1412" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="400" x2="413" y1="635" y2="643"/>
+                <content>287</content>
+                <instruction instr-id="1412" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="431" x2="441" y1="635" y2="643"/>
+                <content>1.1</content>
+                <instruction instr-id="1412" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="457" x2="469" y1="635" y2="643"/>
+                <content>227</content>
+                <instruction instr-id="1412" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="494" x2="498" y1="635" y2="643"/>
+                <content>0</content>
+                <instruction instr-id="1412" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="88" x2="107" y1="621" y2="629"/>
+                <content>Spain</content>
+                <instruction instr-id="1414" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="149" x2="170" y1="621" y2="629"/>
+                <content>Single</content>
+                <instruction instr-id="1416" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="197" x2="209" y1="621" y2="629"/>
+                <content>25g</content>
+                <instruction instr-id="1416" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="238" x2="246" y1="621" y2="629"/>
+                <content>36</content>
+                <instruction instr-id="1416" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="269" x2="273" y1="621" y2="629"/>
+                <content>0</content>
+                <instruction instr-id="1416" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="293" x2="302" y1="621" y2="629"/>
+                <content>40</content>
+                <instruction instr-id="1416" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="326" x2="330" y1="621" y2="629"/>
+                <content>0</content>
+                <instruction instr-id="1416" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="346" x2="359" y1="621" y2="629"/>
+                <content>107</content>
+                <instruction instr-id="1416" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="383" x2="387" y1="621" y2="629"/>
+                <content>0</content>
+                <instruction instr-id="1416" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="410" x2="413" y1="621" y2="629"/>
+                <content>-</content>
+                <instruction instr-id="1416" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="439" x2="441" y1="621" y2="629"/>
+                <content>-</content>
+                <instruction instr-id="1416" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="467" x2="470" y1="621" y2="629"/>
+                <content>-</content>
+                <instruction instr-id="1416" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="5">
+                <bounding-box x1="496" x2="498" y1="621" y2="629"/>
+                <content>-</content>
+                <instruction instr-id="1416" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="88" x2="133" y1="607" y2="615"/>
+                <content>Total(4MSs)</content>
+                <instruction instr-id="1419" subinstr-id="0"/>
+                <instruction instr-id="1419" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="233" x2="246" y1="607" y2="615"/>
+                <content>537</content>
+                <instruction instr-id="1421" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="262" x2="273" y1="607" y2="615"/>
+                <content>0.9</content>
+                <instruction instr-id="1421" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="288" x2="302" y1="607" y2="615"/>
+                <content>820</content>
+                <instruction instr-id="1421" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="319" x2="330" y1="607" y2="615"/>
+                <content>0.5</content>
+                <instruction instr-id="1421" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="345" x2="359" y1="607" y2="615"/>
+                <content>976</content>
+                <instruction instr-id="1421" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="376" x2="387" y1="607" y2="615"/>
+                <content>0.3</content>
+                <instruction instr-id="1421" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="399" x2="413" y1="607" y2="615"/>
+                <content>741</content>
+                <instruction instr-id="1421" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="430" x2="441" y1="607" y2="615"/>
+                <content>1.7</content>
+                <instruction instr-id="1421" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="456" x2="470" y1="607" y2="615"/>
+                <content>415</content>
+                <instruction instr-id="1421" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="6">
+                <bounding-box x1="487" x2="498" y1="607" y2="615"/>
+                <content>1.2</content>
+                <instruction instr-id="1421" subinstr-id="20"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" row-increment="0" page='1'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="105" x2="134" y1="399" y2="407"/>
+                <content>Country</content>
+                <instruction instr-id="3181" subinstr-id="0"/>
+                <instruction instr-id="3181" subinstr-id="2"/>
+                <instruction instr-id="3181" subinstr-id="4"/>
+                <instruction instr-id="3181" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0" end-row="1">
+                <bounding-box x1="158" x2="184" y1="394" y2="411"/>
+                <content>Sample
+unit</content>
+                <instruction instr-id="3183" subinstr-id="0"/>
+                <instruction instr-id="3183" subinstr-id="2"/>
+                <instruction instr-id="3185" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0" end-row="1">
+                <bounding-box x1="194" x2="220" y1="394" y2="411"/>
+                <content>Sample
+size</content>
+                <instruction instr-id="3187" subinstr-id="0"/>
+                <instruction instr-id="3187" subinstr-id="2"/>
+                <instruction instr-id="3189" subinstr-id="0"/>
+                <instruction instr-id="3189" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" end-col="4" start-row="0">
+                <bounding-box x1="244" x2="262" y1="410" y2="418"/>
+                <content>2007</content>
+                <instruction instr-id="3191" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" end-col="6" start-row="0">
+                <bounding-box x1="301" x2="319" y1="410" y2="418"/>
+                <content>2006</content>
+                <instruction instr-id="3191" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" end-col="8" start-row="0">
+                <bounding-box x1="358" x2="376" y1="410" y2="418"/>
+                <content>2005</content>
+                <instruction instr-id="3191" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="9" end-col="10" start-row="0">
+                <bounding-box x1="415" x2="433" y1="410" y2="418"/>
+                <content>2004</content>
+                <instruction instr-id="3191" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="11" end-col="12" start-row="0">
+                <bounding-box x1="472" x2="490" y1="410" y2="418"/>
+                <content>2003</content>
+                <instruction instr-id="3191" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="236" x2="242" y1="388" y2="396"/>
+                <content>n</content>
+                <instruction instr-id="3195" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="257" x2="278" y1="388" y2="396"/>
+                <content>%Pos</content>
+                <instruction instr-id="3198" subinstr-id="0"/>
+                <instruction instr-id="3198" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="293" x2="299" y1="388" y2="396"/>
+                <content>n</content>
+                <instruction instr-id="3201" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="314" x2="335" y1="388" y2="396"/>
+                <content>%Pos</content>
+                <instruction instr-id="3204" subinstr-id="0"/>
+                <instruction instr-id="3204" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="1">
+                <bounding-box x1="350" x2="356" y1="388" y2="396"/>
+                <content>n</content>
+                <instruction instr-id="3207" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="371" x2="392" y1="388" y2="396"/>
+                <content>%Pos</content>
+                <instruction instr-id="3210" subinstr-id="0"/>
+                <instruction instr-id="3210" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="1">
+                <bounding-box x1="407" x2="413" y1="388" y2="396"/>
+                <content>n</content>
+                <instruction instr-id="3213" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="1">
+                <bounding-box x1="428" x2="449" y1="388" y2="396"/>
+                <content>%Pos</content>
+                <instruction instr-id="3216" subinstr-id="0"/>
+                <instruction instr-id="3216" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="1">
+                <bounding-box x1="464" x2="469" y1="388" y2="396"/>
+                <content>n</content>
+                <instruction instr-id="3219" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="1">
+                <bounding-box x1="485" x2="506" y1="388" y2="396"/>
+                <content>%Pos</content>
+                <instruction instr-id="3222" subinstr-id="0"/>
+                <instruction instr-id="3222" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="88" x2="113" y1="369" y2="377"/>
+                <content>Estonia</content>
+                <instruction instr-id="3227" subinstr-id="0"/>
+                <instruction instr-id="3227" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="156" x2="177" y1="369" y2="377"/>
+                <content>Single</content>
+                <instruction instr-id="3229" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="192" x2="205" y1="369" y2="377"/>
+                <content>25g</content>
+                <instruction instr-id="3229" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="238" x2="241" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="267" x2="269" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="294" x2="302" y1="369" y2="377"/>
+                <content>42</content>
+                <instruction instr-id="3229" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="322" x2="326" y1="369" y2="377"/>
+                <content>0</content>
+                <instruction instr-id="3229" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="352" x2="354" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="380" x2="383" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="413" x2="416" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="437" x2="440" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="466" x2="468" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="494" x2="497" y1="369" y2="377"/>
+                <content>-</content>
+                <instruction instr-id="3229" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="88" x2="119" y1="355" y2="363"/>
+                <content>Germany</content>
+                <instruction instr-id="3231" subinstr-id="0"/>
+                <instruction instr-id="3231" subinstr-id="2"/>
+                <instruction instr-id="3231" subinstr-id="4"/>
+                <instruction instr-id="3231" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="156" x2="177" y1="355" y2="363"/>
+                <content>Single</content>
+                <instruction instr-id="3231" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="192" x2="205" y1="355" y2="363"/>
+                <content>25g</content>
+                <instruction instr-id="3231" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="232" x2="241" y1="355" y2="363"/>
+                <content>35</content>
+                <instruction instr-id="3231" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="265" x2="269" y1="355" y2="363"/>
+                <content>0</content>
+                <instruction instr-id="3231" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="294" x2="302" y1="355" y2="363"/>
+                <content>43</content>
+                <instruction instr-id="3231" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="322" x2="326" y1="355" y2="363"/>
+                <content>0</content>
+                <instruction instr-id="3231" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="346" x2="354" y1="355" y2="363"/>
+                <content>47</content>
+                <instruction instr-id="3231" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="373" x2="383" y1="355" y2="363"/>
+                <content>2.1</content>
+                <instruction instr-id="3231" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="413" x2="416" y1="355" y2="363"/>
+                <content>-</content>
+                <instruction instr-id="3231" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="437" x2="440" y1="355" y2="363"/>
+                <content>-</content>
+                <instruction instr-id="3231" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="3">
+                <bounding-box x1="466" x2="468" y1="355" y2="363"/>
+                <content>-</content>
+                <instruction instr-id="3231" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="3">
+                <bounding-box x1="494" x2="497" y1="355" y2="363"/>
+                <content>-</content>
+                <instruction instr-id="3231" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="88" x2="117" y1="341" y2="349"/>
+                <content>hungary</content>
+                <instruction instr-id="3234" subinstr-id="-1"/>
+                <instruction instr-id="3236" subinstr-id="0"/>
+                <instruction instr-id="3236" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="156" x2="177" y1="341" y2="349"/>
+                <content>Single</content>
+                <instruction instr-id="3236" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="192" x2="205" y1="341" y2="349"/>
+                <content>25g</content>
+                <instruction instr-id="3236" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="238" x2="241" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="267" x2="269" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="289" x2="302" y1="341" y2="349"/>
+                <content>202</content>
+                <instruction instr-id="3236" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="316" x2="326" y1="341" y2="349"/>
+                <content>2.5</content>
+                <instruction instr-id="3236" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="352" x2="354" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="380" x2="383" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="413" x2="416" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="437" x2="440" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="466" x2="468" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="494" x2="497" y1="341" y2="349"/>
+                <content>-</content>
+                <instruction instr-id="3236" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="88" x2="103" y1="327" y2="335"/>
+                <content>italy</content>
+                <instruction instr-id="3239" subinstr-id="-1"/>
+                <instruction instr-id="3242" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="156" x2="177" y1="327" y2="335"/>
+                <content>Single</content>
+                <instruction instr-id="3244" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="192" x2="205" y1="327" y2="335"/>
+                <content>25g</content>
+                <instruction instr-id="3244" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="228" x2="241" y1="327" y2="335"/>
+                <content>334</content>
+                <instruction instr-id="3244" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="259" x2="269" y1="327" y2="335"/>
+                <content>2.4</content>
+                <instruction instr-id="3244" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="289" x2="302" y1="327" y2="335"/>
+                <content>241</content>
+                <instruction instr-id="3244" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="316" x2="326" y1="327" y2="335"/>
+                <content>0.4</content>
+                <instruction instr-id="3244" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="342" x2="354" y1="327" y2="335"/>
+                <content>394</content>
+                <instruction instr-id="3244" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="373" x2="383" y1="327" y2="335"/>
+                <content>0.5</content>
+                <instruction instr-id="3244" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="403" x2="416" y1="327" y2="335"/>
+                <content>196</content>
+                <instruction instr-id="3244" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="436" x2="440" y1="327" y2="335"/>
+                <content>0</content>
+                <instruction instr-id="3244" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="456" x2="468" y1="327" y2="335"/>
+                <content>161</content>
+                <instruction instr-id="3244" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="5">
+                <bounding-box x1="487" x2="497" y1="327" y2="335"/>
+                <content>0.6</content>
+                <instruction instr-id="3244" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="88" x2="131" y1="312" y2="320"/>
+                <content>Luxembourg</content>
+                <instruction instr-id="3246" subinstr-id="0"/>
+                <instruction instr-id="3246" subinstr-id="2"/>
+                <instruction instr-id="3246" subinstr-id="4"/>
+                <instruction instr-id="3246" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="156" x2="177" y1="312" y2="320"/>
+                <content>Single</content>
+                <instruction instr-id="3246" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="192" x2="205" y1="312" y2="320"/>
+                <content>10g</content>
+                <instruction instr-id="3246" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="232" x2="241" y1="312" y2="320"/>
+                <content>62</content>
+                <instruction instr-id="3246" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="265" x2="269" y1="312" y2="320"/>
+                <content>0</content>
+                <instruction instr-id="3246" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="294" x2="302" y1="312" y2="320"/>
+                <content>37</content>
+                <instruction instr-id="3246" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="322" x2="326" y1="312" y2="320"/>
+                <content>0</content>
+                <instruction instr-id="3246" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="352" x2="354" y1="312" y2="320"/>
+                <content>-</content>
+                <instruction instr-id="3246" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="380" x2="383" y1="312" y2="320"/>
+                <content>-</content>
+                <instruction instr-id="3246" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="413" x2="416" y1="312" y2="320"/>
+                <content>-</content>
+                <instruction instr-id="3246" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="437" x2="440" y1="312" y2="320"/>
+                <content>-</content>
+                <instruction instr-id="3246" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="466" x2="468" y1="312" y2="320"/>
+                <content>-</content>
+                <instruction instr-id="3246" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="6">
+                <bounding-box x1="494" x2="497" y1="312" y2="320"/>
+                <content>-</content>
+                <instruction instr-id="3246" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="88" x2="129" y1="298" y2="306"/>
+                <content>netherlands</content>
+                <instruction instr-id="3249" subinstr-id="-1"/>
+                <instruction instr-id="3251" subinstr-id="0"/>
+                <instruction instr-id="3251" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="156" x2="177" y1="298" y2="306"/>
+                <content>Single</content>
+                <instruction instr-id="3251" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="192" x2="205" y1="298" y2="306"/>
+                <content>25g</content>
+                <instruction instr-id="3251" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="228" x2="241" y1="298" y2="306"/>
+                <content>264</content>
+                <instruction instr-id="3251" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="265" x2="269" y1="298" y2="306"/>
+                <content>0</content>
+                <instruction instr-id="3251" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="290" x2="302" y1="298" y2="306"/>
+                <content>936</content>
+                <instruction instr-id="3251" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="316" x2="326" y1="298" y2="306"/>
+                <content>0.4</content>
+                <instruction instr-id="3251" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="342" x2="354" y1="298" y2="306"/>
+                <content>463</content>
+                <instruction instr-id="3251" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="373" x2="383" y1="298" y2="306"/>
+                <content>1.1</content>
+                <instruction instr-id="3251" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="7">
+                <bounding-box x1="403" x2="416" y1="298" y2="306"/>
+                <content>847</content>
+                <instruction instr-id="3251" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="7">
+                <bounding-box x1="430" x2="440" y1="298" y2="306"/>
+                <content>0.8</content>
+                <instruction instr-id="3251" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="7">
+                <bounding-box x1="456" x2="468" y1="298" y2="306"/>
+                <content>678</content>
+                <instruction instr-id="3251" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="7">
+                <bounding-box x1="487" x2="497" y1="298" y2="306"/>
+                <content>0.2</content>
+                <instruction instr-id="3251" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="88" x2="118" y1="284" y2="292"/>
+                <content>Romania</content>
+                <instruction instr-id="3253" subinstr-id="0"/>
+                <instruction instr-id="3253" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="156" x2="177" y1="284" y2="292"/>
+                <content>Single</content>
+                <instruction instr-id="3253" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="192" x2="195" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3253" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="238" x2="241" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="267" x2="269" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="294" x2="302" y1="284" y2="292"/>
+                <content>37</content>
+                <instruction instr-id="3255" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="322" x2="326" y1="284" y2="292"/>
+                <content>0</content>
+                <instruction instr-id="3255" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="352" x2="354" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="380" x2="383" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="413" x2="416" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="437" x2="440" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="8">
+                <bounding-box x1="466" x2="468" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="8">
+                <bounding-box x1="494" x2="497" y1="284" y2="292"/>
+                <content>-</content>
+                <instruction instr-id="3255" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="88" x2="133" y1="270" y2="278"/>
+                <content>Total(7MSs)</content>
+                <instruction instr-id="3258" subinstr-id="0"/>
+                <instruction instr-id="3258" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="227" x2="241" y1="270" y2="278"/>
+                <content>695</content>
+                <instruction instr-id="3260" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="258" x2="269" y1="270" y2="278"/>
+                <content>1.2</content>
+                <instruction instr-id="3260" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="282" x2="302" y1="270" y2="278"/>
+                <content>1,538</content>
+                <instruction instr-id="3260" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="315" x2="326" y1="270" y2="278"/>
+                <content>0.7</content>
+                <instruction instr-id="3260" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="341" x2="354" y1="270" y2="278"/>
+                <content>904</content>
+                <instruction instr-id="3260" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="372" x2="383" y1="270" y2="278"/>
+                <content>0.9</content>
+                <instruction instr-id="3260" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="9">
+                <bounding-box x1="396" x2="416" y1="270" y2="278"/>
+                <content>1,043</content>
+                <instruction instr-id="3260" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="9">
+                <bounding-box x1="429" x2="440" y1="270" y2="278"/>
+                <content>0.6</content>
+                <instruction instr-id="3260" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="9">
+                <bounding-box x1="455" x2="468" y1="270" y2="278"/>
+                <content>839</content>
+                <instruction instr-id="3260" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="9">
+                <bounding-box x1="486" x2="497" y1="270" y2="278"/>
+                <content>0.3</content>
+                <instruction instr-id="3260" subinstr-id="18"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..1ba2ecaa0365644ce95e60656ce6390ff1de9405
GIT binary patch
literal 45296
zcmb@t1yo$iwx}I~yE}o#U7N<;65QRTA-KD{26qV-JVAp5cMI+gAp{BT4u7-v+2@@7
z?z#7WcZ@fB%r03qYs#ovqgQ>ssFft7nAur4k*GI+j!z?T0@widCRP9>0RbddaZvy}
z3mX!vq7uN|*v1)*#HuQ9>}(BSRj{{vX@~+`oLnIlQ{%tJ$phGtSnVDD8ZIiW`d3v<
z{zc8n*4PG#Rn5}@3}BV?aCxihV(bD&5)wiJ+nN1g7WBWf{|~qRA3DJG-#GARr2n_^
z|2g`9A3o2&TbHu5aREC4Sfy+rNs<7Y+M7XgEeE!<aCr{^0XbgM=Ir7GHnv527pa##
z8e1TO6M8Km$=rhfCb`+Qil(=B?x?r#!7SVJRmc=MVIY9T=f13G?}AFazz@N7d_X$N
z$9;jU+0E(px~3}5(P^i_y5D2}*!0aRy}=TTE?%YO{@zcUr^>3?_+OT%r;b^hmlHYn
zpPBTZDD_+AfA$F4W<BBL);%mQ^wu1*9PP~?-5i|#^d)%ewLYL}bjbQ(y~&Gur-Eu&
zVeN9;dhl!F)BfRwhqU$6>ghSVgyzVO?C^{)w!OIeK+SI!c1HZYg{CvXH(5+>qyF=*
zec%%3#}=Zx+Ro8v$vbJ1L8w-Ws!r=OqE^b|PVY0)2Pr@3j-(`!J>GTGcEiN9jUc@M
z!NuTECZju#8xLy6g+aLDlJJrei1<@?(BN$&IfZ@;(lf3EXr?m`;{JP+dN7gM6WP3S
z<lBMFL`pTIsAhL1j6PxumJ9BJx`<}rN2rhgMeLyLhAlJ&TAYeaivLeJTf`l&JkXo`
z#v!}Ibd|R&x)@vl4@Qq7O%|l{Qu?dI6g`YIW(>}vu&!%y*T#X1k2w3oe`)T3YNPtF
zo~r~2$E?YZcTg{DoU7}nh&z3cmhXgOEx(UdMS515q&4V2_#~k`ZcH)w)ONf^d6nyh
z^5bPo{kc2<|J+^dZ2!K#R9#J6{@95x`;lE7iS>V6a2z1EzpXeQHAE$BOS~f*7g{73
zx#_6LtTDEq2&54RECoRU5rB6v$);*!0f7JlmN-dXH6<3!H|X)?u>llFT6D3)`OzNL
z7;J!z!B_wfN9sOLOJx;M*v@vKY_<H$($eqW^UwDc>z8fUf+Rq$ZU>Ua6`bEkdq3(r
z{Tp=%aTzsfS<j?_E4p=9+4US_Tp*L3^r=Czln1_>3Sp?w?Fmj(GqgvY5W*if-@L}R
zaK<?Nyfa6-*4F&;Mfrw>e6v?flL~Qb^H$3&qduu+jK`*%xysb?G00<D(>iOGnFYet
zscGj?sOOKd>DkpH*Cq{pBXj#SG{?io%i`kXR(;RRp24AxN3F`ZnUc+2Poa@o92=!h
zC0T|I9&)UG#<o0N%G+3_N6M&U(!dNi=D9Ya3PX%x0|IT(!nBhXe1sZi2%Njv(4Cpy
z1<<oIVfVE1xUl)l#kO_dHUTSpksVN<Fvx(l>^k-?EAPh7x7CTpIj?}EfQLx&-dt(-
z+8Cd4!(Q|q_fuNf4(t$wDcGtKPlbxCtMNVMY5rox%!RDpbhUJ%EU8Qb4(!ab5uH%k
zko(ZaQR;2XZST<p$$&ok=r~}jMe?`@;~5S((m>T<hR|was@Ex{p*qEPI?DMhTEifp
zT{kaH5jS2bh|h8hX#g>uDgk9RzbjAf%}>RIWucrdTt~j4hUqYDj`w0}3?W0%?wcHW
z+Y0LZrAHBWUS0Cb#u#eiT-g)LQxV6J=H$);S;XN`#4x~{R@Qb4-lVz=JKjt6&!(Il
z+V~%5eXKY6;&sAg#?WpeCJ%%jIm8qc4xgK1@|NlrZRWQ9ZzJ~|jh)1JgnvB$3a<i(
z&?z2gM!I)Nk@D>6?|lVf=2mQ7$7;{6`<&#TeiMnXnRM}GTw5Lw=4<1&4Q4YNkvIRS
z<z}~c`D==W<4%4qnyjz-TJWX~9(%6?wewr9W@z!WJrum@Nw~mi_{Hfi=APHtQV=lq
z%H-=j(XBS6>X=9y06H#&?IWCg;l91#YlEIr`B?Sl0j><0F={~2id`#d?3tZ7eA{?h
z0Q6Rw9h!<OSHx$a1QA<4MR@IA#cVw)N>Q0&l}i7iTvU=u0^*L_oOCEhn>S5+r2Ixs
zZ2qFB7xfQ$1>aj`X@t6Zn>IZAC#c_k8(lzg=oO5>+IS>w&gB65o7Q0L>c^d?4oYMi
z_cxCR>ArNCzk(U!9cJ5i+BQxE4_*ghT5()V$&qMuqLJQ=kdSxju~N6bGyCb+4e#+r
zf}Ngersfx4c2U2_L3W0P3rsl+&GU?0r%5#oCcZR-Uo#jc1OBtDx?PghYXtej(ccO~
zMy`W+iz}=N@R<W6?n8*%9CKYmb`g`28@D&xj=%LinR7fVfj?_tgrI+F8m(1$eBEYJ
z9VwxK2l>WH^#up6BA}zJ6vd`$++b!#ucy?%Bb_bp&fe~`F~WL>_We86rCq7)UM<TE
z>gm>GCP#ff;N&QfcKkHSh6<g=+yKhnBwJuroF~5LGjmOdgs>v>C>q5EN14PL%-w6W
z={}#6z(af@29{aQQ5Nd+<Zq{*!*t1J;K5rj^oMq`aKy@oHZS@QcJZ=Gw90z=+Io~w
zbzy)iY8FyAa^3IWr_ytTdP(I6Dp|xO3vxU2DKFQGb+(spPJRw09%Og-EXolx(E?Jo
zn&Hu#yQIUpV>%JXoP*ZF#u%1dshHOV=jDG9GdW!81b%uSNRT0{^%@W0jf_?8Lo6Vm
zd6Y{~8Ba=+73c+on&u3eI!}@Og_R6am#vE2ziF?%u^A#P-Zk4B682+m@-Av?m!I+l
z^}C+J>C!^;9K@s9n@@WHwylPA#6=jj)dHB5*fP7?C~ySsaS?GsoO4irZieL?Y>Die
zWVJ}_44mZ#?r1F-mP%W_`WhBViT~y6+L^qBH;MD7fIJ$_QUPDvUN>lKQ3RNi`@rUo
zpHIzjmWa8T1m*S}+)TxA29<4%N;2|GijTo=s$bn>gzTn2g2PmaOnv$)p~&r2tTyPE
z<*sv)qfd|*YlVWfpTCsn%Rf|K+Qq4*0})sRC(8T6rSeaBt0=?gNO%o>@;_Z$>)Q_4
zb}3ymro(^l?L@vs%%B{yh>+4yupJ{?I?CyorD7&e(v*brD~gCgA7AhS)B}E=e58Qd
zs;mEc)J=o#8p!95u39ZDd~Ng*U^0;UX%uTcM0d5y+aQ)LmuE~W03jC!+kkrDJnZ>I
zpvSZ#a0g?AVOJ`)M{}xz_jSc4@0Edh2;fJ*@*?!3xChempy^IfVx_2zN%Gg9T)E7V
zem}U@d2XSSC2Y|j(Zm?5a@q_gIa|`1B6*1nn%js%wGao;F2%I*KV3&?eaFu?ooQ(<
zyy$A4dr%mPQyk7ZV&i7vUOU9b{}9q(TZ%!j3)EYj2QjqQw1}!xe~CtC)MZ3O6Hdn;
zz4*R2HLXsaMg`40)c##FoZ0AM$k*@dTqnihRSJSGiLGw$r?O}nj;5K=#YY=if3f0H
zaQ1K0>()>1eXzemWF{Uq8jY@Gr}r!G<z!nbw`;b#4t@PgO-lQTm_;vh7Ta#KX0eD%
zByM&3$3Qq4<T5cD&#1;5d>7RZ2kK=QSZJ3u++L1XEr<sC^uD|OJrDO-dCy)o_w?tR
z(#Vacp_`P2^yr&aNPIo1v*cnF=mN>a!@FD)Z!3tRt*NWe+Mzl0)8CVAjN72-q|ham
zVn@p)5g421qs0oqrJ!~6mV120=Z}^OAF|G)*x<C((zAbOHUx#Xo8*?ziuhd6qSKSf
zQ^&UG(ywLfW-J$zky%qPt4?p_POrtf0z<5ZGxItKc8dm}^o<ITItT*1j>eB~p}R(S
zC#i&tOgD(s^-59+BSQVOc6Lc)e1diL2>;-y&i`sh0Jt;axqd9T(`rZrRYuhTm#eb#
zYVaa3aK-8e&mv+DOz*f)st8wLOaKW7zOVr0?M5=sE91r=Ge&IN+vJxaIU%{QbRiGJ
z9|J-^v7P~N!hNu>Op8D1U?}MO#AaBvJlX!DTlJ-8DNfCo8oqaI+#1Y|9<em5?zXQ$
zJx@cupRl=z^^gs8tw`!EbEP{V^tG?%>41tJe>46bNLYgO@U7ZyNscYpI6K5sOU#GA
z4+EJ)f$bg>{{f&Dur1;9!$S5x9GnwlR$v<$64ZYq%SljX-?hZB%|92;Mtgg`ZvNTa
z-l+O|$bMsM;f+=pO~e3It@)0qpdL+(v<nV+h=QV<QVgG}WHpH0cWcNr_yE~=i=PK;
zE#3kS(dA=^_5t#vu15x9-4jWlP^*11zi%>978kyiW5Qs7M0+zVj5^sS$tJ<CVbw%S
zX2jLV9B-}sUFbw4aV~;MeWxhU;4!^t$~F4uXStRG)Do_f(mT8h;s%+Gv9a>`nK+I0
z{_|T#%Y!oycv9R3O$(6|<Kvp#k-~*8`~fqm*#qKXSe|a7n~c2INW}`*;Pv5m_`hsN
zmn%5nv2*fwg%DrsO?gd`K8h)QW2cE6qmL~sE1=8?UltEbptq*ddDNixiBP?$vwh6A
zM%TKB*K76p0%M*F!^6*xx4%*&nL#Ple?93_?dR0kuwQKE@)Z+?O&3M>vuKD=5*-(^
zkv51zGxH|@x`B_)z@P<<ck<oV74*Z8JxPzo#x%>;84b6jZFJ*H+_f;P6)ZPwAp8_k
zQAq74&PxG70X?VNV>wmd$1lc?x^m)5DWAsNb=#BI>S^iM(k6M3IL^l`N_P{8MRO~c
z%%TS!Zcjfuggqmav@Ss}`jX83?uyCd-(X;uxY9piA2q4vGFvt${b4zDbGG%dw`AxM
zllka&Z$L6>=g8;2?Ix;~yh*R%Y(1kR)Xh~P>e?LcWMz;)+8?+=YF0P4X2)(Sd8Q8h
z*=1;c(T105S(cE^Co0**cjiWfuAv~`b>JAsbxvdM+!Od4&GD`5K+`9|Hf0U0fx^s+
zlWc+^ba%$osa?f>;t9Qd>y~;_xempm+=>O0^LF_$7Rj9l>IYd5-8O=)i&`WWrU8tA
zUIu9Hwr!X2K}s%|CX=B<C6wxpK_2m+_E|kDjq&f0G~mJ_FbiE_SO_{upyS|%5L!?e
zT?*~!12w{y?14qh`dMFb2~)IjN7$_8P7KMsdt--qe%kQjD<DHvOUX&&l-8ZprF`r6
zVD3z`m9cy`(Nxnw0dx|pii>R2=j<wWAeUT#!{4xWBd-aPAS=iN%p<I)Pr#O$IcckS
zj>yx8M9d`uW~8qGxLy9GO^0NCI%StpvtkDbMFlI1AG&9*Y;2!;x#Ot|)JmZB6+9*e
z$*Roxzpi~<^;0RV^j_>Ip)K2>nm3EXa3oYiqQk`s(fwRg_-4!Y5G7*Tu*-+-6C;vp
zGB1k1%;fhoP7JD_dKn=^%=khd-LRSFaIxqy>B%uSL4r_8)jOy*p}&?M*L?x2ZX&-U
zKS-iqVA3=jLB;Qcg~3_6X4L&GkYB(f_Im;^;?f-YNI9Ad#rdn{8-F80$<vUv+_?M%
zIEuIbOx(8Ca>){ZUG2=)O`KmTAk-egThj0SL*ldhkq}XfsE|%5Q>sf=ps~HI@tCJ?
ziWdjdy+e)^NT)pGvRB=!Kx<QNCh)+BXnD!=J#($zTJvdH@qIzDv|`{xMM^JQhT~=L
zr7CmPq8n!I3@l=)d2i&>`$LiC;bwl(6ND#()}<&9NvIyyem`q@^z;iSHAQl_<nK<T
zh-hRNF>VF=zGDWdz$gx|vpFLAL5h(N6kSb!eGkr;{xn$RiysC1WIe5GmEDPa(wqXA
zS}Y$#yIqDH9OnlGo68uc;1zdqwaUz`ZocN8gXEk8SxLa75!_zWk#7yn>Dj%Ci{HxQ
z<I*KLWr%?izC=9e0uFx>5_`qpcGLP~bqn3bzmw_r4TE3xdZRICy0r`+J$q6m6f5&x
zFwzF5_IE6${>9~5cE7dU{;#vZO-=CwEam*;D<2CY-c9CvL=HuZrzMlq@%BpOOeq^T
zv}KI<ei6a*d`sZtjBX6LkDXOP>g;pYHkORHU%245i{ng_u1WQEadXoLPW(FwxW*zv
z^*M)NE2{|;5jSw+R`>FkWnW)~(o?2Pj@YRMYbx^3U}`VCOODKyWj&}}`_a-vjJ!j0
zv56;sQDt}I^)qsM2rL`~m5R{%j139`3K{>p3667dYJD^UEmM}#GpiQ?)z9kS(Zj;w
zi=@%;BsDgOQ@F!Agsqmg{kzqT28Us3_^4~-NN<Yp-(b5xcnFBYlBHnH6m30pf5o~}
zG4*qWRn=CV$mHhglZxyfcvgH;5g;Kh0I0!Pawt&m7r^Tx>$dO*gkwd}V=;$DZ=ice
z7E$4?_cu{aPS&tDrO+<sc=>ETZ)Cak{J8VR)<if~Y<a}z=eG!x2_1<5k-$D9#^eMq
z%8~mqH3OIA-E*(bQcH$a3)mp5j?NQz3XzSDbhksg5g)dBup0A&xzK<>obgBEh|gy+
znJTA04_(Kw_P^Ttea!M)rH9h|@;>|!O81IgCedolS57Nw=pK7D?kKfjr(j)C<@sLn
zZfy%G3lJOd&4L!Ld6!u7$&Ldo5tY4oelI<Tr47!QrQXz3nN`p&t7`LuQM%+EM_}Zz
z^iOQrv>gja0^L_;s#b);F~#oN1ikul%RQ@3JgtEnb~xPT5(Ub4Tbul(??NMo&7B?~
zjM9(D0+zVSR|rhuKvvUbsxF58T2%C<+KKQG%;>^4pQ`fC!m@`1FNFMnI0|<X%r3f;
z9orjcGv;aM{O;oLp>O?s+xO_(xM!~OM|fvPnzcyYQ>GJ}Z|DGYyL;>P+#7o73N;Vw
zlV8y39=Ij;jPZsKqCrg?-(jvLANZS;!e#IlX6#3*JMit0G&=f=x|P*nMW-(;2RWI=
zc;iW(l%5WwvJ_>n>7p2^s&k2t_<I>Y)z2`2j=k+Z<WEG~G+>0i+cIn?#b&-+^MFUL
zWviFW=UYQx!!3CYtNmRBO6K;69M+=Cn6ew_Z!PW8x@_nE?k*K^$-MYWK|%1b%&asi
zW$Zi6QpR3r7I3N{bDy_k%w}3AZYEyv{4d>!e8pW`(&zU}V=dP|i@breJ8MWXThKbk
z@A|(vI53dduwO^}I!h=f6_kiw98?ypOyxZU>2MV7&1--Mt*y}L817ee(vLacrSSAe
zLMJURN*X(JoqBPMvLu3U=#14HtT_pb#A}b?AM|6BHY;HZR?Vu3B^Y|jjQ!KrG2<nY
zc7`auO<}eZ40<VVDvJBcKdnuTS0PZ?puH<1neN5&^)rrq-@(H9i+9@@j!Ihh6w4C>
z9wDo|%^)j~yVt5}bUbeCL*x&IFTf)}Wm0V2NN;2YK@jlTZDs9In65=v$(>Y0Q>57_
zuQkt<O*+E^hAC%TzHnF%J@x2)Ctl5%MuBlu-0L^rcb6F6Ut3XVVthmTqWr#1lmd|t
zHZIV8<PERj*gh2_KRUnJCa{TByY7_@DdO1gx_<F6tHRe*Z*wj0ACju9pw2;9_I>%3
zVEGgpkU;+h-5Z;hsh9_x4&p7jeL=68FN#&>grY8JLg6Y7$Qqjpo7`vU7flumhk|?1
znu~?zME6!S?BRE?VMs|4Qch+RA8G4O!zjrzvxxU!wai+RvcY{Pd&Rl-Nmd|#r*(ku
zo8jx<$JXGlMLl!oi+YBYYNbR%rJ6*psnf7C@#nSn=5EG*XC-?b3CZ&LZi(?CzNq%Z
zYux2YEC3tiESBVagQ)cx%(w18N!~F2{LNKEwMa}`y+c5Vf`S$+pBI-9?KFyYbJW8r
znsnus(p>qY+6MR#o3(NL?qJF}b)rfyd0;rCy@>S)p7pR%d03qKCgHaLY3)Z0ue5@F
z{Cs-D@eEn6UsPwIORpD!_1>%;GlMrN{@skN-?uMi6L3k_w`8`ij53gI-Q}C-I8lb|
zzz#HZ#g6i9;;}QAVCEjv=<KEi#9yV(3*VFv67U<EpXHYcyf1bJw5F46@=t`J;9gZv
zwO{_H^G)7=Ki-tGw{uZ2wuO)ebuCeGF=<A5PbW)bGbJZ`W@#4)y>J2BY5;gRkyu5Y
zO~H090A3Ifas&!df*gZ_fq*~GN>v~|HpUjt0A8*?uW5oUE#A8TIN2arMC;u@8ZVRl
zp=fMtY2yi?`_m8rVu}9G3#yP~dKc68{~{m~;6H6LznrSFO1l`_SelC3S=fL9%<K??
z@-ms2n7s!;mzkXh1b7(*@rRe~#Yg?W_{qzlmwB8l9bD|4AhgEV;U5lhadZAVQ{nzw
zRxF*IUBurTI{_dBfmO|3-Olm_EC61}10-5WJ4nmY&H})yX=x{F=WO{`$DdC9%O2n*
z*AN9UV`uP-C;wfR|8~X<!57B=u+GlO^Y4KmLF}2iymtoZvh#32X8!ZT%?<pc#=*l0
zc#)T04t90`kd6D#l7kDt$;<J7C4XxEH8UFk#Ki*uvGW2zAP|6ylN-Rv%?9A)g48))
zY;pjB03a79WCRGn$;koW=3xVH0XYC%FIo`m5PirvPA-UjZcc~}JA}x*WCYUB{&Mx-
zKOhbc$Y{ts5RE@d5D*g0OC2&l5E2;&FGL_7fVlps^RPi|K>GjEV*>!$c>q92E`aPW
zS`eEMpSdAkaB{N$DG)FJ-Qxd$ot>8x0EEN^5&eH(E9@`H|0e+aAAta5)&Gq^&8$KQ
z6b9^u_s0TO3l<s#ef^?H_KeA#-ss1n=KEJ@U+btCvCJS0>ad5LQX6}VbK=4xFvb45
z#djHn<$2PuT%2U3%yM7IfR)S_cU9NNe(5uv{;FCJCs9Ymc@5;J`K?0>+G(r3Vwz2x
z+wHi^8Q%r>^@*P0+NNo$|MC6;_hF0oO`D)V^TWxctN%~lhG5;M(f--fWV?&Y1z-M;
zh2IA(74P|S?8BB-Go3p&=f6Z(k_^DI&lbhbA8GYHEwm5Vw7tvypxaSAP7`hWxPA*B
zva~PxJzg_D*T<#bs#U76Y?TyyI8{@tCi>(g+|hS)Db!#8%Y>vve>jjAz?zXZ$hdua
zhrf+)R;j<){wvlqd;~Pj0<KJRTU>Hxj;r_S(gUQ8P}f>q4R*(@|FAr-_5^E~nR1zB
z3XXg<N3ZiY_me7K?>XMPKJmU2eE8^x-Z4S%fRuw&@<(CX7OD`ax{Jf}UyEW3l$SBX
z7dCHqF7%XlI{DydcqeSw;4`5|0=Hi|=ka!uyhnpHQMW~$19&G$jL<mY)1gP9wnZ!g
zRJFw=QC&5}i{Ad2)J9Dq4SnnCWtgz1?2!zq?h&qA6p0#7Xs;%dz7ecz-urCV-%R-1
zoRfHjt0I5WhK+a>uI?YjsMUK&w^Uu1&FB35Fi6?j?K>>_V?c`S@#iF#%8pa+WAWYY
z{ft%r71tGkOIq=V+&9%NE-a(nsgKx3uT19I)Bn?59kS^EZB0s8nwx{2z;>o!$jyR-
z2f%7>Xl`f;V6_1|JA)lvjcs0f{`j)|=dJQzH?f!7)nBdudXM`z5dFuF`sYUY-=Q*I
zAn)I{hL5_Z63!ywaq->}VXSEJo@nvt1)V`M37*FW)InYl-3HDeA*O?QQ(S_vXq`2l
ze76&7v5A0EOjA^808$h_0HDli(7Q`vH)pLMx|A~eVSE4dL;YSC^CRo*>T%n#_v7Q5
zyD&*zV~+!gW-ql>YKYWG)RI<mPUSov?p+Ap_MR=jRp0<Dx3}nFZ^3P;TjJy3@+B3C
zLm*@2IE^Rg5IfQUJwETUBReIC62w1l#6dXcpZPH@fuVg-7U=_piMdA2lK<7g;#z}a
ztd~z_#Uy?uu+)@0GYa*V##JJ)vU*TUE7`zi;=UZ@>G_)=D_#1HDH~ywjLitox|U(R
z#zTIdR-4P%3h$aT^rP=O<L5E1vgujLun`-~FN1lS`1nQpsJDBP-+p(aTt4#-u`;<`
zN)?K}DV-zcU_-$ti|J;gkL6`wz`<t{iGnrNDus!5=~7|)jM39URjoA%*1{?7`}jk~
z2iG9Rz9;L%e^Yn~cDZQr4LJctB#-4Wn9TMWl~9oskgI&821pTioeFfp6=ZNsgOMhp
zYNQ%3%H~wip=;Y`o6Yb2QT+4ufN!i|EFJ`@(dHD5eTP8V`Y~n>#YMEmYZhxgg{B7%
z<Nc8PN~C$7dA)gd&xlsNr_>>^Ld(!<;)>3ypV55vArft$iew^%BGi%45%@@Rc6PNp
zZncR=;gF{MFcc|zPDfOfxw*H%XhEtQA#|oR4VKvW5!tqAF1CuCAd-{%qPhXMR+*zB
z4TY#tAYd0>8{KFY`j#BfrT>7CCjv!vj)8*5iiar+9S<`UCQL}|`@otGBeB&OvC)BI
zHhwH0Gm-qMxCqaEwRv*FIqZ4tE*<w%>MJL5u&W2Y2#26p7~7*J4C#<n7>KoLa-dN-
zKrI4r8Ht(S5j1l$e|?#)J~Y8gRpYV=z41<@lsfwZ@>D^jI-Nn#CS3em!|LCtxcs$v
z0!C$6-Qxjg$K%3-5fcRyW>m)B;qaYpa9C9F7^p|5*J?>+e(QCE(9Eg@VEPE%!;-`l
zP;!7H4*WUt>yd6_JX}C9Izjv?EI}7r6pE6__X$M<>Lx;&$lQcC%e+2UuHPBA8a+3Q
z7p2Ap{3B87MduhF5DsW!JLTPo4*bB_^ucsES`^1&4m7AY91X`F-mK%CdLuT`apMyM
zW$9mUu<wuymcp4cReaD_C`8Il$p;eU6-t!GT5MD_;J#v@a;~8WVZg4zd|fE0@xVM2
z(;=0dTam0YVuwe5MrC*xSnY5kp6^3lu*mpUd_s*As988`z6MuCL~5>Hzk0M|hDwd6
zPLBp=3l89b9jPvj&lbyN;)|e5cgWyWt+jH%eGm=naXuBv*MX`mosvU$Nh(A?7KYM8
zL_;PkB!nWrB^)ZBMxZ6uZOOd*R+TmV^L9ACT8R^u{al>pZnEG^p_;_u1csJ(1=f%g
z@gXCj!Sr+4;Z+Gbuhz*K`9vHAEBx%Kd8X&BysGzl-kIgeo8EDB4%|KUw+U~)?I=BK
zwyo4}zkd9UON>?F!Q5S?GBP-74a=D18rG+*{J~YqfD`GVH)ItVi=?tkP3-2&>xZyF
zBrH8;&JX3Et(<7G#r!xk(eAZ@k1)jt!s_dD6F+KF%HLJZ?4`Ufmp6Pn5%`Gg&}WQd
zjvX{vU^1!8fcha(7yS(<*^bC$i=F4f*~7apZua_6_7XVXe%yTcaLucAmiruZuH<Lv
zguI@JrH$X`dnM`mi>CdE7VAkaa_~wCX@NLCN}2<Cvoj4tg$cMYZq22Euc5%0o7*DB
zsNG<4$VsJ2(eX9{7FCYa8=A?%?;3-&%}rdPvOK7qjEDfnF1**r$lg^jT<o*5jn>#~
z7m{C<=gypMdFtvHctywgENl%)GunaWR*D0B+dV9mNR}+>N{9SJDbzV%s*$2R(I$~6
z0MVn)#50pU9`=AZO0uvA#iZ-Vn{>oD?d`p()_O<L;Q(?&tygvZN5MTk3+;o@<vN+)
z+`rro_WAvK96XNaRvAH&bYs|77@55B-zrZp*@zupOdkR6Sl^t7$GOj!!3pgT#wr(^
zfg`p3tHdVi9u4<g_RpN^xXuy1UF0p2OVH}CO3ie85tIT%p)d*xTgkB=B90rYFV#P&
zf7njbC41Ah#QM$m@q)lX=EMNS?mgyNcCi#nVjN8H>aW;4%5e31bweur;u3rhvy8b1
zp(2WoGxu5I5v&Ldip8$}lWJ7ltnZB{eOX8{^Nz~5Igbxt${U>Vn@*kdBezpJF+P80
zdBeISL4)kkWLL3F`edR$7wN$w)Ps=*z+*NH4qH3V&?j^Epke&sD;a$#rp19agKj($
zsY%unHohI1+i^@Z0`NeRU1&EYn*>V6gp_07k=nH~=P)D~zNSw^>Kg%^?_#BE<r8EK
za&z9nzJ3QpZP-J#t!M8eaVCJWf)S=apa?M_Fn{~G#mCYZf2z&UR|JRMp)=#{NS=e-
z*D)OwDJKr*3A%vKpT0Cmf3lI&PNU1mgq}i3elOh?knY`0GEpt~PFxHSijwL{r6Zp2
zdc2*mq39YEwt|l1jU^y$Zua*63VB&kW@N@~b?j44Gujrfvc~D#Q!8!ehLCR}gZ2?A
zc~E2*#OXb)?aJR%8?Vy*M+4869}o3?-dd~f;QmTVm+eAjsNqErmmj!;Pu8p*|H50!
zmrZi6X~<&sBljr}dwI!au65sj8_%wKH9b8!wJt)j0K;xwoV_Z%lAtF|lDKE?Ic}HX
zL)7MQcd*thK!r}ycp0Se15dQm5lYRW&zF1yPnl4;GZZt1&W-qe4JK4eAPo^tJuGG+
zMHU5uj1n!KgxV$%wO#K!bDR%9BYB-G#`}QI{J)3F46D|h)?1G6+wa?0Yn?7Q8b@EX
zVj)$Y^3BU2S@O40*+io&KDI>oquwD(5ZrCD@c8StFc+z9E2abid)8Mv$Y(eddU1K+
zR@o5o#S|0czr<DPT#==Hi+!{4$w%sw9kpj=z$@=%`f?U<JZb3<)`2Yh@AJg_{2~(p
zs#{5x_(frhrcsmf*%;Y1zJYSIjo2giXjzOByXPJpUg>5RWbBwlHkQ#`-?J&4yFT@9
zz_)b<Ysrxxq=2HT0v2Z)M2=ZH+@WOHBF_<tl180GU9{i6KdD9!)?Kw!eG7p0GKPB`
zDIx69K3YR_$ZzHE@^Gjx<P-tnzOE?TWHDmlYwLTmxoa2)&POdQAF~HOC#AUuJpa&>
zIivrE!qa~imjVAMAqN=W4U42%+|p(*2Y(cQFZ-6HDdNqWaOO*n>vS#^=}=z7>$e6@
zWl>*sphMiDW=cc!KEse%zlxL++7=U<9r9L7eC=|4{a~C83U~@%KB`EtnpM&Lp^Id0
zEOK$jdrI8C@+Bp4B2-$?k)=%qX58N&9T^OMeOKDFN|tuk@MfKut6IL%m}!okEvL^`
zhHL?57A359H#+i8ekkh#(bv5j_QIU^n8`uaO8B5#pHOy5<<m?7>vvJ2z4wHJZup<Q
zyes<Ov@XnYt+1Mw7;SD#M^ZM%9JeIR3Qs(Jvdx0cnk5*jtUk>b&O-MzY{**QeyXrX
zvnEtO@a5S>J5mkCz9(RMOGe_aeety_<C4QW1Dg5>5mtJ>3u_roAP-02fPDB3h5E$k
zLdGI_M&0*;*;{qRJ>*~qGHAbK5p)y__^j|_Lg`TQCqEbO3)_nTCXj+ZzDU-Q`6~-B
zJ<s%;`yS|%#_(rtTI41a*o*#OA*OGg&@iiEI4`I>O9qu-BT|8r+Ba>M06x=PwkpwJ
z@sHT?_deJA_8e&<jm>XJjB&qV5<6S?k2vyKuNWHfQ9Vt$HT@{i(|5g5sVH`REW*W|
z8u|r9_USXOo0_JGC?O5<v`_e^)@s<oXLgrZ+BrJ3$Q5s2<cgd}%=BtI&eg(KuW^H9
z*@QuwiNN=L40zHY2O7mfHP$NE@|d=sD*FSS3tL5IR3)eI>{px0IF_XHRC#_j2^16s
zMO~R1I3!-2{bY~tE;K9>*bP3j67<Qx%!xYHGvM1yT`N(0BShJ<?JHPtzp7u?+fsx)
zJRqfy!7}fv(cY(2F?^m?OU-$2`)DpZ%pNJM3&n!6u7T0k$)Vh<yjH06%at3Zd0;SZ
zF3nb_EK;w{Z|UHhq@*$yz7)4MvYi`-f>Mx!2{~vdNOvB}C0M&x1lnQPov&qI0v?<E
zp3k_wq6BIFaUf0ZZf4z3Jm!<b?sSnxzUo#`-f6<<27ulQS2Gdz<KQyJQKm)xPi{K#
z6;X>|lUMt3AQXQF#~>~``Uzv&td&YzSsxy}@)?3&F_Nx?;3%e(xBdjd(DgEKa@3;2
zM!r4wA|>~rQm}{c_YZCJXU9nf{vhMy6<;8W=@+8@+O0PF&h>>*t?m=&M!3C!A_XV5
z+OlgD_X~8qE_x7buKoUZ1)?O9_Xx#8Js-XZ?~{f0AcA7eyT<W+=DiJclF1HJ@Q(<f
zI=X#4MvT}-U8SR>BNYuM=Lcyt_rAM=j5iAU>6t=)sOrg$AqOqWcH+*GeO~d;j8G#m
z)xLM_#oe0G+rC#fE*venatKGlwNblc=Sj#3glYy4vEQY9wNhD~OIixs!^kUkz*q(a
zbYbD*=SpfJP@ytuL>)x0rcgNa@qc6TsghtDZ*C}HoB@}ggjdq_UzP8!*&R;WxkEQE
z_9!2)e7)E5c4_!I>|Uboe<dbdT_<dciYMjXzW)PAq@h*jp8caE>1+Io=l&OKM3hjd
zjiLP%Egs4Mt5aDLL8t9v=9(!-)@`LlVf2sq$A^YFfMcZ}TQ+9Gk_J88G4>zNn)iGr
z_c(?|&hA=^P%cb?v4rDus$^bV$jkD}A1qb$tXBHfO>D$|>}{uZhtp&%E6jN(Yy60;
zs&K8;9F%4zS1svyor{3{!MNWQ3xR39dLM4_(KF@4(szp6>7#L@aujjMZ;kvy9!j5{
z;mcag;fZkA+)5*3MK=S5k7|u2<zJ;*^)dMz)h-ej6Rc&eRlq+ri(3VW(88Awp4c6z
zj8d@c>=@J{LS}l$r{^P*#P|IZ$TC?B{OB~umJ>8YW-k%g)b!8iC68k992@ZYHbqFT
z%;{omnya~=(?<y3bx2v^aywM#<Yn&?p$R4PuQjW6zAh{`ah6anjff5Qaj<ES8#?hk
zLPXQdisMd|;Y}`IRVBdCHvLvprd+6}jG2S-dOhBR<AC!WV?))4IGi0ReV-|}+F$0r
zo;GS9vvX2y-%U^WCWLz3-+j>MMF}IEST~Rkb-==QK2=8L2@gV!?M1|{Cc6?_AIryB
z@B$y_pC=x1(@<OeitXE+iO1FinoaBG(_Fuw2A!r-o7ImPlhX&)G51UW)pzbFZ_aGv
z4=Q;&f{qLro^I#M?V}WOh0PW-zQv84vN%wkf0fOOCuWrLORY6eAt8M1J7614<z0Bx
zNvn%mmSa_c&qN9r1$*QYc@dsfA#_*4JWZ}<XJ)G)&N4kSn39^BRd81_Wzd_9cZoZ|
zT>1Zo9ZUNiZ7s8v?RpRq%C5T2%D@znw5i-@^SLF#Nxs$D{rQ{yul}&^27IE6KytAt
zdfsWk7wHeO5tuulzxg!&Jh<(D#@1&Rk<Za?T8#HD3tJ|%H?3RA@U}JXr6|QIwrc^;
z)4uVHK>n<TfD~n`jF~Bss3G<dsrM5o9-e^lEX;&nWg-CbfErsj+pN#OdWg5IpL6(?
zU!g?bdc4U0%F(W%C2447!2kI?_xWM{cFdh7{I~lpY~w1po`wT;a#b*FfGQ~<HFU_s
zm3=Kc|DiIr(dQwcqw3lB$mu#(AkgLKy(5vzoL{nz<__DwXU^hDe^=NI!34n>_g657
z587Td3#B%AqoF-4v#$U#Zan18X6|;h8rb{#zyVQxEFsf*Wn{1=sat!eT@_4{M4W>Z
zUSKeoFV!u*)S<*D!Uyt0!;43PHTp5%sjY<$MoN6kOi6EExM;)<kY?MedPf7U8A`lA
z2PcXL^ip$lYJH;8fup|}AS3Q)O;tW1$u5Sj94mxsA72IvjOFZCGGGk8^5al|U+HRm
zc!;m6a!*FSK3D<7W8e4%g%uH3mUO6C3u}$<%frW1b%cd@wi_?M6KZU(H8BjH2=d%(
zsszNT9?7`xZ9j+3W67Gvun;Fc6k>=Mx|FnFQwr?v6K8Ijw=kZ=PBBV;4BG<DtA1QB
zUbGN#><l9zqsPENN14-6@>lGkL^wtH6pF$t7tPF&nD7;+<`LzA>CJK{Z9rS-iK6r^
zt+b^4NyKmTVC#AC(ONC__3XO8r}M_NV!X*<KOCJz5MfAYYB)(<P)>`?u$ssELGhKF
z;$EdgQ~IXtAm&0#wbkvsEEmpvT6=e+$q5N}fr71j+Lkd;v(n_)OJB&HpX@A$l(%P<
zU^VeE`gfu{I#2)p1w0m^vyD9U#d8x39^gV#j2_NR!K^Sk$`s-5{HWSGla{_o%o%f2
zSj})UX`DKtiK+JE=jN8pr+SCy8UCQGpc$Tuy0X6E<J$J-j>PX3?H>EAg_=Si`P5Zc
zS&Wy%TtrYx6%YgnmjV2Euno~-n@+GRLVio`UN>0ot%db{tRftT4Lq^wJo3hea9<|m
zYD~kQD*=j1M+}YTf|)wjx0oys0OYPIYr1cWm*ps?X~e=?Mnj{-hKOTXv(t=Ho5+ep
z(1MY^v~eHg6-YVV&!L6sVrScDlzS6G4zg2%>fX0*wPfCW?>9BKEtvDDHo3QNj-5Ad
z*{e1x!3g15WcJYUlYNk@=Sb_-rzGMlQ3W>T&R;3Cl5UT+?pPjUWs5NC5ZR8wRd#ba
zNCtfH5OG|<c*-_+!Sk?5NtTSR%;Opo`N$DPE0Khx&PGgOVOcl5V)N5gWA%x_uHtEg
z3>Kjv-Y=KtyD<ID)!59)31XQH;j$A>Ua=0X4y#Z4;KOeODoh%y8Ah)~FV>~t><H;V
zj4-{)PXKK-A@)3v8ns2khGVhQO@hV`S+rb%qN5^2!%k*TJJqE(JH!j@9h{H!mR?x6
zVIVCrKCyQCWA(Dpm4h!R$%+XeE0SQfp^IrX+(j$;hE$#?_JJ>HndVvM-}BVulhx?U
z*wV71zDxx?Cc4h?siG2rk|K8wxkSQ6uZnk58l@`)Wl6R?H#It0%gXoz*J9U1gom#J
zxbhBXLV>f@VH6cz(G0}+KC$IK`O+41Ty0_ISzeiUa=yQut;|7ohTE8rPH|=@eeY_z
zP2CpJY58;x!r%B5YE(>TUDD)?E^vsc{hofy3d^c68df5FPtfohHdltPJf4Td^(yVn
zLbX!(-IwFV@VP+oQH&=9ssQBVT03^#wKlDhFc=dz)nI7fW0V+xF>Yx`6csl0fo;*g
z75eV)t9ab4MxNvGt<hW}u=~;X<B?^xXS>#CRmxGOK>hW>us)w#HlI8h{PT`{LWDl6
z`D=`4D!QU2*o^eoLlGZXx4pN|)w%@x+MQyV6z@PkLf{f5>(<?-9^ZxsiLUMN&&~D0
z29Jh6cDDdjzY<?J%sXTaquyU3@VgNqM`PL6WQHN}LUEjChRtv7)<tHQEV9N<lc6a1
z2(eq$U7W@I8a$NjfW}ph^t$@QgM_TMK6xPNgr1DVje2dAzv<0aKue5U@m^W6SiO<5
znJJT9sI(1Pv<9f-J?YMrI(g?!yvfnByZBV63BPV9gtI~U9Ke~GljR?1evFoE`&(}S
zZ0~2<C^d0V$w((Ha8mt>_}Op_jE*u~cva9|l79?j9~l3TmF0CyF4xp(jr_WZps1uk
z+3Wq_X0AV%NW(4ptnkn1U4i6u@8m5{3fHIjl8O(psP@-AGX4u>lZ}1R-$)b5h)K@`
zhI2o!yx)I_J5!F(ePxMEK3XB?Ku>tu{c}@r)*qJOm2+!m$$z8(e|t6U1v&mVa97OU
z#_TV=%MOA-&cFCB5AQ!P?Vo)21(`tr=AV4`1%|%N`47I!{dd0mm*W2ez6-&<FLwT-
zyIjD3&|MA){Nv@}{U@?`8T2pO`ajTJ2oC)>IwJK?yvy;zSO1B3|KNI%X#dGR{(vek
z;s4DJfc+)QknaBh>;5CZ|1H>kA=-bw;rBB4zrZdJF9f#oasfa*5WEQy4z_=RULFWu
zefa<(_Fn{oQ6VEaxF9_cc=|^PgdkQ3_WZw*m+>$1hqV`r5P6xM3zB0lHV9bdg<#&7
z{y!iqH-HO*oVj=)5EjDPIU)Jvf_MOelsue}@eu0H4MDmfo|im>cp(6m6H;>W{HX=x
z0`Nd$;ew=-iw$y(oBJRB{~5)LRS*PHfp~c!&=wNGi&aP)2m!Ysh&2!oBuWTCewh&x
zCpQSd^Wrz8_hqIRtruT`knC_md<Am7_yMs3g!lx4Wb*}I|AC=j(DMsY{xggJn{N;s
z+us53|M72u|LGM(uD?+($Sa6e%P+4WdPQl|L<6*)ch(3(x@xdb3WR44p$DfHaAy+Z
zQ$p9<on6F`a2JHcfKNiPO-aXS_u}iLEYCuyqwHfxE0>2j_C5DA67ErHmE#&k)-C2w
zO}gz_)`I4qOFpgZ+a7`!JLDA%Y0vM_?ay7@(U;wL`UaSux#}H%-$i@h)bk59Kimk#
z`fq}+>KIqde=d0__+J!}cFfK1o`ILA^X11|Zl98`9&}I7g`_lDt{I0p#fj}rS9{Bj
zSlKJ0Tx|6&Q!C~1?yov_G#r-qRvs!#J~Pxb(M>77FkWGxFlAN7{GjeO^BDy1wpy%F
zc5rl1bg<KA3@82SI%C|%bsEy6@HUTQ8VQo)M(3^?iLx09le0j#P=pA%Y$sMN4AXy8
z;LRbQBXitiUQiyqortR@6BX|EgL#Cx!k$pfvk0*GkD?o(yU~K|;XbT@lS8MCl$uy%
zMF01KU)iN#i=pX{0Wb9fiOI-XY)RUe4g!957ZVpQ9^xF-F)54Sy2-^2oBz;k;cx*%
zx~saFqjBdxr!2AtU$H9_d~@Mw8uzqYE1~~z=H$Z!jM+Q9yYcLf>DirP`SUfz!Uasr
z|9C6^+y8X_cWe~|`unQ$QL|LT*2b%pDT;bUE)rG1-lYbEnJft_Iu;X!KvB97000IJ
zCIXD3nS%1Z1~HO%HLNOODmfZs;_Dg3<6+t+3z6tL61^R8BL?HVF|)A)lYRu^Hv5mp
z@w%>gU$<#qd#|@$d!rA8yha&t4Bw3yT)_Rl(i80jk}i+X`?5n}Tg<?;{&i<$$Z<@e
zNu6nfqz^?WnBh&R`*R`n4_)gfll$(|3ORb3&eNaFqDz;p_sw5@impFv*9piylKkr3
zATFJvsYqdrK0BM$_8hK0z_C5@vb9rb*ZEb1GBTnjm9cV`to&QR)h^JIz2CYhjU(up
zoZpa8V8A^#ysD#d-u@stQvjUEq1mR;Q~0Y~efVL8Dus`co?E<3Ui~RI$vo_H42w>c
z#vP;jZ#9&jTl7LUISC^Tjr1gha{xOT);)AAGnVo9FEt>7;=XEXAHQk`rq|w)$PQ$B
zp@v=XC&o~e>GX6sB-pLgCK0M)a!ryRA5bX0>EW$dFDIEsY|^w_2E~(E81NqfUe+JY
z{JOfk#H`uh6B>ORtDSX{(4%T+@-wYpDPOcwD@a{waBEnze?%vKn^n)1WgFTc-N39u
zy9c+2{*|~b$<JcP%6%l(G?g808)o`QdvXZXebYy{KB*MLspSLa&ldVpiAKV&udWi<
zB*>|Mn{;v#K9AXC%cNHuLv8NhxCgUq4{|2OcuQ}{EdsSp<xGEnau<D-B<gVA82AJ`
zMo<DA97E5byeD)oGzjP;?(DklEBCHj9DS0LRZpd1Aci~&kD}sx6Z;<;H^y`rHK9t8
zIkA8YZu-JM**jcj@56+^ns`L)7~KkEWY8cahVyt^z7`8wBZ5Xc<v(GDI*);pi&c#B
zE;w#^L=*Hse45~5O3X7ieMi2AO!2xrh8%?=egXcANER4q)vB}2D5Ol-v;46&O|)M&
zf(Vws?-*^P&s#u*0uG_t3zjiY;>z!*(o&uY!|Xx3{Td44@QIW%OT>>i*)f5k9%MU`
zoe}Kuh+-ejc#B>uUJG}Ka%$U!>1A;#z;?hT(Tj5V8-iXL!1*#}-X3`?R+BT1b^=?>
zac)cY8AM;Js00}(uy#`ZfSHVi8Oa%F%Uu@E*DgZit()Vky4<EL5C5v@A;^g}pO?G1
zE7nb3zMVAm1*bc~Kk$MeWGa$OHsd2>+Htjuen~Od^%H}Tjwo$EsL1ssWM3{swMo5q
z6(?-xGr2w;=b5CqOvCFw$ycF`-8f2t*ib#iQT_adSjiy=E!m=I(qtm=)}lDVVaW$H
z66~wq;@H0P6m7aQ4NtM|IVYoRjAe{$3^ybS!N-VN=IBhYScO3n+c-#BjqnLZ^WsEw
z(y&_2?M9)_Vh)r|4)@qb@&#DXv-1i;ixr0J-BgPmLGTIU8{MrjT78RUW~<*CelMRb
z%kNolkE4oQscIQCYt^JhHsUh<0Pn(>&_AF6;|T=z5`0JH))vD<$G0B%?g?mwWtzTi
zu~l%#UrbClxAQBS6_Vy4pd-@{N2<<H#C*1E^82Lgw{K?PwH0)kZzH500AnU787FW&
zA=Tec{p@IYaN5ILyxW;2{5e)}2Fi}Li+71TfSdQ-Y)}A79;uTG7IX1Ln<F@Z9}!gz
z?~LX#FLsi+Uu4pwzWvf>`IDfU<ymS-?G_VfpK(wd5)4@vQTPs9@CH!~65I!+kGmjC
z9^aJ-I{4*t>4a$f(%?ePH-ecx#T3BW6UZa?`W72LO$ThpT6SfKR0BEhZ;|p=7jH>V
z`eimTG0Z-3Y$eVs`|8hh$y}$Bk3_}Oir=86G>auVq;oZed`sT;7rdK1*f25+Uojgz
z3S=|{jk8z7QX6%}37E{|fIqA5UQh|HaNabbGojBCmNUlwmMFCm$i7u|TmBM!7aYdm
z_WZHD4IYQNen+8xm_Ku>P~+1WIy*Ruf9S1irZt7g2z*N1XX*F!B{%pK?+di^0GKyQ
zfG~&Ztt?okD$j9?EnwP1#(a(UD>@OFqlj0jqy_LBq0(_G63h}B)>hcdQ`-8xhNA%^
zzkUG0M~ZkoW;w6lJNUd(Sj}jp$kg_wmhNa@pK<(2ODM?3SF$WEihdh+&0bME-neRM
z-Dc3|hLbxUl_J?&(nr4=NcPRF_=}J%Zf;_#N;eIuw6LqB+vR3a2OSkyK+p>1tH_Cc
zBry{#enDYO+2rgl3xUBQq1A53?b#E6XSYihMs62=D`w^9Rp0xl>EMmYiupKB5Cckc
z&}`Yzsdm!LEh05yOMSD+Doro~L({L3(WIf8zGl>xc4POH1E%E~`LD*R=Auyo<okN_
zafgo&jP8l^dKgvT;4scoW}K?_M8^n&(tGG4VBD=fPR2?6!1224i-S@8jR=#VDbjfn
zjGUWenr3CEW{5{vI=m&wo>Hbh*e6;Grj5rqC-f1e`*qL>oe|6^sL~R*xVF;r(}EWv
zSJUvoxJ8G>RWMml=151UqLi~R9Pangst?P)bVsIxm?Iy#+p~%1`<ts;9z2_3_7r$)
z)XTG@xu98P_DoM3lKQSl%b&*z&tJMHLc21~k)tldOf+g;85bNTjgs`~+R*Cu?pL7V
zfz+8dwx>>Jx0gLN{vXK>EG@?MkA(USFRXQCthMjDso7}v?!&pHG+7h9Z+5B-Mw*$l
zyJZLT!^A{l91uL0yl-|rL$`h@u<e+LhB&Wx*%a83)fL{B94h`|JN%ge3CQrSMHIns
z$b}5_$ZlJ(uk5VIH}w47B}EG4YHNJ9$vZ(^950LEr2h?xCm;$CH4zm7O`)URH%v85
z6-1XTjfIQ!o*)Rr5eBwLAS&RiiNk9gT;-ae1})kdtD1&}s-=3?{VnEo#EZB7YpzF&
z)3;aGhlg!6{L^XBs*I6$5}tk_WbCS{oGb0AVfiOLk%*mnI~x<3K%pb*<j?Qx<X;m<
zS)dwHZzbI>Viokd8U=4)6tlhMvz8m#MLvo3h#6*Zpkxxu>!rZI^HEP;*@@F<!L}Od
zf-?+bfLWi&qL7%{t2)Ol9XNE*x=2cVvO^EsfTF2!I)!yGk&>c4H^(aI=C{1>7&z@k
zqQ9mB4^&ULdcAs_y4ux&pa0yJzh`0ZQd|Ub8d2g0jmF^6dZh8yY+>*3)*r2OgP$Zs
zdZ$7^kggJg12z5Sh>XL@($d_V3Pg#_kkdsY_3{Yoal1#9Erzs&IOpu%i^fMkzKecB
z9=Y(S>k9k?GwH!1im0A@pL~(?D+sF;FKD!*GWL;am{52&Mq!TDK6Kf5XG32kM5PUy
z22B7O<ba0BD(CaAmV%yIn$#jA+B=UJlaVR2nXI=p)nI3J&()8H8Jl{M;^E``@1Gcf
z4+K7vt*SRbBYKTE1M|(djhP*D@OyEQ^t?gob4{+w(b%a(zcyOQlEry_=^c85Y&zux
z9H+xA1Ml-|T&fQ`GIN=cPoM_G?t@9C<g9VaMA@KJvC8dz9o#-$h87Vq9;h4wQwiBm
ze|*B+i{|=>&%B^_?i{at<vvsueymk~uGpNdH@{(Y8>R-R?(5twOxTo{C`zxNr<_kR
zZ`|ps^gbQm=}|`B<ccN1L;!ZCqr;hY!KNb%_vn!y%UK|`genVJf9pHS8ls{|#2Q$S
zL}Yq)ZYpY2<hn5BFDh0ns&-&GgjHO$Ghw=I`B5in=P0qeGthSwp%hZnkPqD<WaqKI
zItt?Q(=7%|PF{SuRyO|tBMx<}Fcc#+%(()^`_8pMPQ6dav(&Pq+tqj8&05Rre*Zj+
z7(6P<7<X5_R*_7YPZCiqJ0qDHq;vKA7RR1-{SrCx3a3=n(p|NVh%Mk!jp(*WZMan1
zItm??FWmb#mOi>uxE`9Xr$ZX%NcWzrHtY3c-ofgZ4|E_tqnp;s=WVj7_BV&*pxV2Q
z*|+o61~c>KXhKCRD*qpEZvhp_l4xr;PUG(G?(XjH?$UVU?(XjH?hcK+H_*5{H15zq
z^NKSw_ntFv=DvI1zuv#7tf<P2sK|^Gs&emdhl-T<y%ULz#yR%c@Uy{ef$tZSOr2Mh
z!&i|7pX13OWy!ZOI~6el2r~G-i}-icC70<(6*tw)rsij-o-@neV4|WOh=mIQj7A|+
zyKFg5reiWpv%xa<9jE+l!JX}0e2hvz(c|iVL+i_`2FdJ;g2_M|3G(Yxf>L|W{}x4r
z&@+CTFaJt}NPIO|phvaiRjczIf^BbGKc87lbIs9cw`kDJjq~d>lg8~&S4f+^i`yu?
z20Sil5t&3_kkp1vM)OW=C`)MSc8G6aNXZwWn1d>@RM*76X_4V)CQqWo`Wg`uSN8dW
z9VW-mCy>>#%fC){opF!*Yq%K*T3<IZzN%b6K<s{!6G`bm>Sv-t!{@`IV20tt`ZmVk
zCmF@dlA)|tE*N!tLZ19s2~keB-&U#SO-D;|4~fI5Gxw5Foq9|+SS78I(?;V?dSBeF
z{5|)*?NbNssF#eP8yMqH+?w#pgnNIK^-=tB-vo$kG!w3xS%?IdO>~e~TEZ;$%K$Ns
z5qVJ)${fLzL9j961H}}oDxPYdWFJ<Pb=olAkTEVRU!_oyotKj}Iv`}h-D6P00?yh3
zYs&zMN1(~f>%QXJI65qHL}burPK}YDL~#^EAW>C(0@#p)3wQUrf|Fk`!Fm>S7CiTD
z6!po^?{}}7N4iZU(MWqx2a}DP=IyFHRva52>eWhyqlnnK*vaUpB|w^y#H6EKe}M%z
zAV!ox*IokSar)>Ka}9^Ln0{9+ie{TqYtI9-CWJJDHXQyEXOdz|KOQj^6P--gh9)ty
zw>AIVdool~I`7>r1sR=Ce#OcWe0b6#5h6|R>fCTN-eT+YKqyAXNSSfSLszS#TS1ra
z*o7<$lJP}+QF-E(+<<CKCTa@Cm^~=_;=TBCNdMk+Wn8HSGwArM)Q=s8lp4kq6DUow
zG(-3_CxE3JIoeq9w{j#5r^(n5tHI-Jo({ZU6by(N#HBEZS-^k<uu%qlDM{G@&2xa4
z6wYx3`}NC$yr-?omhBM~19GWORq0TGmG}kfhSx}{R-B4%)1V$A0@8E{DT}V}{L9E~
zMTEDfh2a^qLH`82uMffx#ezF<wNY-rV3B%L#}0gKG-aLYZKharb(~Zo0XCVrfbzTh
z2<paBDI<YHMD2bUA2{Vsh?vF4QJ(F55|cMPCPMv1`@6|xpO$iKS0vqQxj8nL{2_4$
zMqN7F?eZr7(C1Hf0h_xH2n5`dQ7CHpk>Wpl&J9?}RWyh0Vl5epc3r>73mLL>&c0{b
zXt(8E?K`J;uY5+cIx(Ra@OBHH1`RKeAlY_xlB)@P{|<8q85ve8GW#RbC$o!J!K)>*
z)2I7E@uU*sRVFgR&sj8wW<?BU40v~PYOJUGiJhxhMUO|Ax`iHRWt`nwe>&s^hdTUd
z8x2N6M~VFxL?a=$HeJm6>$#|=yBr(s5?n^~3P+S16|B%#7Jlfl<LpC+OVXADx0{Eg
z^&}iHbcyl%n-wtGvbqZatKvJ&D=^nfzqTnvCe?1eSjtF*llOqKJHC9h`TbbKm`{TY
z@^)W?<mYqOPUjG+c4nlxR<Y<>M;3#FMTS8S?DJu-ZJ1^=>a|gb1B`xGA>bUN?JaLS
zXNeGL_>G}F#n6#v4y$1*Gf~^9R}iTRdOjdthJ@Ys@Wg^Ef_yJ}gi;m@9PZC3;181d
zDR8ri1v7NXhc!wG3g(;?_*>o~9fH+a)Noy5D^Nq0btaUtHnB`qT<{d7w8d!1UW*&f
z)X|@4T&WCN0U4nIVK#`xTCg7p3x+$G0xX^Y1z3!l2&!87xzN}uRH;dIq`F!8+}$I6
z_4enM>t_2H=hoxKmgcaVL9#Eri30r3nOM*E`Ismc;rMQa(07bnDbfw-&@yq@K=m1i
zY*x*359<&)OmVE>Lg??Z$*n2Q>|^A}GqzBX3c;jQzo3-6u-ofKqv}LV8K+)V?wLgo
z=bj~V#WVYfM~lu(dva-j_)m;Y+KLhUe!5Tepu;IK6khKh2-Z|`QL~n6sGBGZC#0k{
z?UjscjjvBR4BuJ>xC(y>`c>!_tneE7Ib!m?r;U+Ehr*{fNaX@3{+L=O$jvZg>6r+P
zmot)LR>_ep(2y>OV1l+6Y{7iqra_>boXDlf(6ygCeDJYL*K+?1zgmAFOHwXDuH}op
zD6*1Rkj5#w_mh!Wje+hRJtz}00hzrue33%2lb)`*9(-tWd@jNM%yRjV;+hI0r4R(3
znr<ni^wA|#4YQ3luP#9#jSumJ3{M$9JJ%rWBAG81hNM|Y8LKL5C?mbz<_W|Gg>Pz|
zcg>Kr!Db`D&!>y440w(L!NL#&fu|_jZeE^UESJLN!mldIuP$t(2-vt2=lnnTyj<^2
z>}X+wQ}&LRtOxxp3_e3g7LB-5wnL68E#JyP4&^_-IV{<>syUDwB05i6(=j^AtSx3=
z=a-KYWneZtuga~+J;%E{^^rfH##(Pm{xU_n$v>ggaU;SFF^z8Pi$TvZSz}3c9J#7D
zuYMfaMtyF^H8+x@NE@Mq?dT9|pHN-eShAS3QgZq&%Grp7v&KmTyV}8H#PFP;H5TQ`
z(i}qLo}!lejl5*GTumZuA&A*>7@`P*Z1k}%Al+!#kkL1AN>ey^mMbcf(StrbpT;wi
ziFqHf>ofaW=Q!0Vs<VLNka%no&H>*<rByk#V=^m+ydc9(JA#be_v*ShBqq&oPn0vq
zMO}3_Lok^PN+2cmIr`)HhKXS*TIE})s3YghEiOOSw8k@%^~w;VP$FL~Bx#jQ^ANUh
zWWL!ykB47QQ!-@VAHt$AIGOq$1plnJ0}5{I22F|M3@9wd+Z;D>tGg*Oct2oi3u1B0
z)DxVG$73RfzhuS}K%l!AcSYBk708eQmIAd-y5!mi^LfCxx@5k%eR}h|dON)%vF>}T
ztnXPp#}d~G<7yc}t29{6A_)SH0dG|B#++)~B9&al4QU&g9c^i`i<m*vXA)|Nnk)d3
ztYDKvHh;pn9bi-8VxVa)2qX0eAnUq`a1~B-8?Um%dqdoPscEA?N`it6yi5!0C)UnB
z;XibX8_YQ$TkVnr5mw{AE5MD#iO1hNIfXrJE6U1|=~-GZwC?99z7ZsX8sLkBy4A|#
zr+9JTYFbi_(bv&TN-9^*H7s;E8MhP%ej_`j=vj2IIR1G&da2%rzZu$NYJ!R@GS|#l
z;*<#GYh&oyXED(p7#D%1qXleK7pRdmhV9Mt_WWrdiBZ%+>g0D#%tJR2i&0(G0~{;u
z5Ui|BpWdq0H*!+l<gB*1sv$keQU1XP9(AYF_?c>Rvxlv9@fk;N(n`XEoU(NJyOUr-
zwVsUKfs<dJNrU@tEj1~F+yuQl&N7wM7CzzGRdw=}xF8Q6owZ+eWRY;{#5ksF?)HSK
zB{abBJgHWx1|v#}Xw8lySB%m)q1C!PtXqOEb7r;--vNk^9f~~JzdR%S*Wg2dZuB>C
zPenmdT~7K><mQL?^q=%5Bg>!gO%C?IsaXJM?E~NZJD>P3@y-8t^4>q=n@kLh{}A{9
z1Ry5|`~QW&_m@b@{}lNC%5VNb9sXJ1`#%Dl0H*Mtq`rSY+W%v*kMZxc=7$u;!S**Y
z@*m<J3+spQ_ZM*wz%;UcNMiqu<*(uv8{jBd0rK64EXD?q=sxJn59y8#KufX#=*+*1
zYXA|Cg@YZCH3--OSj*1vAtZk6)gN*i0QF@B@Rw{KB<P3i2jD&dYXCebD}dDebAPO?
z0AUay(6KNB+J6XjfM=H(KyR|L0`>wR<uU>IQNUV&Joj;n<3q9pto`VTl?||ufELUj
zlqn+{Kmhz`0jLWQX4wI(Da(gI$oav5e)Pu#kQo2_e@uY={#)&T7V`jy`xkBa--~%{
zEdP`z`eVwrkO2j3n^%6vw6jd&s;gTxf~eSn%9N2m!wHW7tTd2?FzmbNrjHj#nJ9Aj
z6UN%{K<`xR%h4Y+=gPmJIjuF@I?6-J*?+4a8K(jQMR#0qcip#g=vFKbZuBj#05qp-
zYdO8$HQ$8qo%31d!^XzjCf<dv&(m>7&o$0kAMLuw`A;_~^j|J#-S{)J2YU^n-r2*M
zI}dS-UQ=#e&a<e-zLGM|<$KNCYW4grmyFu9b9U!y^e3&;M%wS}dRVDl*%kaFeA=|^
z7B@zS{Z2`zP8TPq>u7H_KhZ@I_K#M)?p$${_fu;bbxJj&-hLESO{S@XnpM%`rQ^p-
zAKKIEmP@AR{3!Zn8d8}@%1U{e<~r(BM5gVI#RKCr_DzH?4ccVpEIt_X@u$TDgC_v$
z+)RT_2SA*qe`PxVeiwQQxbZs;!@ntj%<|p6^n@CFX;`2qKZ^O=P|YuJh3*~?%Z|lc
z+v>kieTwyW{!Ib<AKNqy)wocn1+@KWzoQvIH-Rk!+w67Xf5G0mM<{W{O>g<6opx^X
zap`7W?!WWyLu+f@b44@r#Qx)A)!4=Q3)ZJ_Yn%OF6|F0qSa0Ax0Q@tR0VR_3FcpmX
zFg3?Li+HlFmWg4YW#^tf?S1gYqu=}7jgOVWK)G0mQW|y1dvWY%;iYmo&cuxdwjydK
zn~&PX#aw$6l=y?ZAJC^tB(+cf>YoI_3Gk;^^Ithow*TNj|A0UL0)v_n(3=BdasgSo
z|G|g;e?mh6*!G|H<9{Sy0$c{He-X{SR6JFX&Czlt(<I%%#u$JSGQwk>>lH-61XV!6
z+{3{Uz_dh2fRqXa{PN6Cp{!bOTsAJ0p^OB8M0-&IzlH?`EWq{+70`h+P2($6AI}!K
zuLm4mfURa$d><w`x7Iy-p5HE9FW-CujnQ}j0_IWLvR}2fkS=k|F^eQsG2L4rg|lT0
zo22=s$ucR&sYxGQbN;NQ%ERGQ<~eB7YG2XY{Ue%s1S4TgVv3Q+*iFt((qNK^tW<$o
z<@C6c`5}o#yFi6pc2f1?+tPxy?96sTQHd$_qMMsrTe`aZ(CY-XKytT!br@elay4IC
zF(hwNR?UROlD$E4Cy_v<sz|z_W(0+EidHE*gz<Xe2CCFWpzunBfIPiCJAE$e1vD!K
zi)I8#uv~V<7!$cVWrMRM)qNky29T&n#O}L^Rx_=~Qans^zj(e<sR70`FUCm}ZM>lm
z#v%Ox5`#>j;R!}cq@g+E8E^=!(bH$(wHa2V$lj!7<!>0ZBO~raIVr9YOQWZ|ve%ne
zflpXIiC{K}cC$il2s?umm~v<dxckul*#?c<%?tu=3kl|!R_W%NrbCSm%}{l7nhToV
z#$AiQmKKfKY}t}qc-BbP<gII$e-r$Y_(77<+}P;Y8d<ky<@)1ds31tx{7m%W<-BsJ
za&TqWgRx*yG5?1%gmmcFP&E%s@3@N;4G9-1DAIQq80RW`97nH{J7#ix@@nPmTYxP8
zLp6i4I-Ya9--J|f==|)~B}+TC^)`}r8933Q#xID;DNxMkiW8`jL@7@WYjS$s4$N_X
z(;fR2;V97>!lor|1v#Ic=)3o7dO_%I_Cj{vIm#0Jz_1|#Twe)c1tq*ohT5E-zjj=Z
zU_!#qcl(tA?!Y<>v~wK2sjOvLUn|Is<77<4cIh>C#c`P*_xh>IC+;?Oj2Xo;r(s_l
z<X&BH1)cZn`>G~*;`ewIm)ooz{3V`yL>M7#Wm6cC?{VVG80`cK*%7;Tq2XisKV814
zKo^_pOC)H|)0OJk_GmuV?TYV!-=v=28Lq}YGzZ6u!9q@e)^clih!@57cXY)E&w0Lu
zs$NHj-v9$G?4~wZy-=M*cv|(@H*I}=3&|SiOVzV)yQzz_6b#mFvimXhLcG<)hMCr>
z=endXiBf_aHWQVg2#b1V(=icO$4|w`sxgFPIc{N_=<>sRffPOc)!|zDiqCg(U;GHn
zjBX<QjPF3@MU~nhL^2=p4QwT&<GNds?~E~ccCAY|P8cx)xqvrtbSEX&D-6b~9U8|V
z6Gezy(CAh0Hyki^)a%G-%0*@eEXtr1Asr}AKly&&K5pviC=i&m;wT--XQv&6N|{K<
znM0RDwS$OLpfU{(E2unI0x(4hC1=FmGl>_x@Gv2uU+$!cG@nwXrd@;!a(?(|2qh(S
zN!VA8p<0J20kz=~f`g5+rZ$#0l^V#0O{<;|_MnH3^YN)PIJ0nt+;I!W-n<at-*rjA
zkAM=X^Zo{_I*cWh?szz*_qR*aO215MB^AzBcaWtB)xY1nSD35~wdI0|cmXTmLD<7J
zn1b-Z+py-?`jO>KM=P6}o}iU&51@l}lm+PYK<S@B##mU=SVS1Y>ADvX3d+6-wiqJV
zdBC8?K7Y;VOdmY~F$siYJQg_Fif2_|(%=Ik8V%Z)B@l{Cp9wfgPbnTne!kG|@EFK3
zulpR((bF>%R#0(g{Vrl(gK<+*W;U8AlfM6(gf%F|_BRn|m|gpHSV2Ve8GbZJUF`E2
zUpV4hv&#2bv9GR+C$o-q@zYefgu%XU9Uisc*aFJRd(?cDA6|E36iU7n_pslHTD1go
z3_-RD$M#-=3$PM}h|lLU|2SI!*Yd5WU!wqty-xR?3c9zYFmDU#@lbFrK5B8IxxsUQ
zgjzUZaS-OPFKOBMPKa$MvAlQmV$Xq$?-5;OR!XLVM=B#DxvC~I>LRk3bb5H|pGVln
z9Gsg2K1GtNOXr`LP6)p^B<rVjw1^b{JvabV0z{OB{iHcgQ&C^f^RU4YQ?rb6?n}|}
zcE2J$e83|GT!{rAwn@T#S*(oEn~0|K#+VtVM2D+KDnpJxBj5Oj`8e}FC!xqi@a8%q
zCXM?&N?CZ(#WGh37v}}MeM41YaBwaIYn{Iz(i{(G8{;Ru$1CaB-d=mp44q^BeU$7`
zlf@&uHx9E_1|A+mFo(DTS!PHOaFe}W5Zk=&M2R|9u||DrdII?#wr=3|{KKOBq5_Gq
z^+U@O)obHg==7UJU#@%4=cR=uEH2Z%?AeQp`n5N7F&@i7%~SGMyqW}BhW_w8`wKWm
zVIgF0*>wi=^%1=;Qrq9+%OobeFqtJ$+tBh~EIk6r_#C=^*z}`s28zyH0x_a3?RhHd
zk>y?Rw|V_GOLg*k!9XIOWB$^f#U!R5)?FCSFR0F0B)=Z*&ve+C^5AKH5bLb_Gg@gJ
z0}H!VQLo=&?Qw)|@J#VSI)-oZDL35i?1-(iwh8l~pzO7C+Y`HHV^|xnFSqo0=H{fL
zU^OAK2lKaAS@&B;-DPJ>YMl&J_bHI@^r$;*e;n@amM(P48}3oJbwX<V$ZM10iwdO$
z{!e3mUX3_qw>A~XoGi24rYhmrLa^stTyvF`&!I^TQ`fwE@>~#Nm~vqcU!TYs`vIB?
zcKTt#*{wwbi>{bdhGrb;@ks9O(d6}HFh{8;TRg~P0P4HlWs^Sd{qKMW$E1GW2Fs3c
z5H|B%`Gs%BneW9-$3q~)v{eyU1ts9y98(qF?TsX^@M|hrs3NGL*Vt4yhKq2@=a-#^
zDiC!D3OQ(ic>NUn3;O*Eh{RwB^1{lhHvAO70%dH#f`KZcK!{l+iJ~p#g$c&#B9I!i
z`n8D$?p5b3<p6-%vB`A(h5M8>*XN7JjXB2c==RWDx9!$&(FzPR*1lBP04YB4(X9YO
z$wayl;lU$<OZlGPbt4d5&fkTdxP9?{l6D9z%X37!p}8A(%**mztql@^wTP+vcRXyw
zemz5zsh;m~Ft0-8vF$zMzB2&sL5q>9(|V)rvs$qnX8$ELRXLr@D*8M&Ze1fpo+x7T
z5b<ad_ZcZFkoL)lj^PuwMj4xsBZn7mIIr%v`IWdkH&s15%&NE?NO-Qp5rSzH#AA6J
zHfz_7()#k6{hEj=qH8eMgW@_VGiwD9eSg{v;Q2U^2!Y{IFdMN`KjGYg0*KbwRF<zQ
ztZ>Y2uw1_w%(M3{XT87Sf=YKNF!(R<!AVymh8xxYfJ?+hkU?pZ)H381<ew?$(o5E*
zoF-@lX#~0P(vD9}T1{RCZ?8sp7U)rjoy|BXynES%k#vyMbwCD5^n|Yc;b@8;X^Cap
zL(_HOkubDA=!&M_K2Ow1S_?yGHu1Uyz)mml!XW}U?x`frY!%H&3oW3UwcBm?gr;M3
z@|Q&CF7@vqXjybojPS7Hb1+8~S3dK4={~{*`#e+7DPD(>(7EXbpa-H&y_3^`mp<C{
z?YelsUPR(}pE!{Vw&sT2P}LbKAWR1{u156tVR!@OfIQyH>ur~%hU2~_y9m~1<Z=-W
z){rl(tNb49jk<0)G^=?oZ7@uu0TH|+js<TqOcwo|G0o9Qig&g9qb5OE)Ks$>rVVyR
zG^HFzi*pI1-EJ)>2X#v6!D1tB9c-<m-jL94Mw*lYzD3ZY)pkzY$_MMvS0aQbK`V%Q
zb{R~uC;OCDL6{ilTu7V{N~&YFN3!D40R8NzAMr*$^6X76{A}%0>6KsrQI-MOs>p>h
zC|)lHQ|=pDH_!|GrGcXM`R2v}&YKC*je0xx#_c&Ki8xJ0C|j|E*ui16l}77g-<9j6
zgubFJm^iEf{Hmv5aW9@gkJxf$bBb4!nlSfWp-c4QDpI)uf0+mh77y)`7PXJ#-8^PB
ztKNOz(5K)}LO+Bc{W+=%G6T+CL-6^KCN7*w9&*b$-28#+OMrAZe7cguR`2zxIo7Rj
zeBed$1b5YuviFPgf}nt9i5QLGM?^=&hC{HacH&Vb(~X|J-d<>ZEZHk|_4iblGr^P(
z$DRe7eF_)j;pQ{2VB&vc^hih;QC^ZCOLJEdrw+A;C7bAotIW{ReELp5)ajH4Km0gj
z0;GcP;|UoSB{%?clXUK034J@H(GOM@`h~RKjE4^U?L|S6U#&$Yb0CbPNkGP8&W|PW
z_K|=4@C4Tn9i$0f14AG=3=XU-iCj|H+RP(e_&niPaR@?y9s);bWPC)?Z8Q@aKC8L1
zQfn)Oi|sMHNIrwu<olQCfwYY8V_U~4N&H7WxTyWyJdXJXX=(3KLUH&q;xrrsN@-y8
z+YncMiDNYT!=&6&267O5M8eQ#h|$nI^LQi-*fJfx2xg8d2sKtd5J@ru*hu`QonbOm
zJegXPFuXjj)iKn{s5)KbRuSDT2f*5R+iFj&drfTDdHkg=i6#fhCVFOiY%iK=?H<_Y
zQIi}f18=#RtDHMXGuEMr6SqT}MBgjjqBwoiVc3k`qvEKw!i&O$^S?lZoR}LVj~?!m
zksdh2_U8mgi$o~0YDj%gby+svbAmf8aWS;X8u7D-=pH0s_N)q}5w{s({L#`M5AlvH
zeEw;rmIj`Vh1)do$X$mJkL(fU(l#7#Z3EH68Sv&=;hx#-evxruF0s|7^jz5@-io^Z
zD!qC+QNBT{*<P%<F!{yOF)rD9jLMFAF`y`g#OYSOQwZf(D{I{z=0+%a#psQkC^Sfl
zH}RgG8aqKl2s8E8Ypj`Oc7@@cUNzBg80n>)q4R~*9^(N?bMUFU2KJ1t!_SEz?eW_;
z)wWEj_k3u0Il<;2n&Uw5aJ5%3`=OyS{2;LJP;8IK390`4lJ`4KzoiM?%KY)7uLx}^
zH)s%{uv$UT4g(Azfi-+eil;S#WOUUhne~0}fA`-E6H)QmEV~y3-!(qrpD-M=`H4ii
zF(btvpMY-Dx@wLrM=Fml{|@udCKh8L(G?KF5aR|TwXm}}@LH?IXm?+Iar;Kk>h^gL
z6xT~Gd&y%L$n3$GuAN%Wmp5p**sV@8@LVen?U+;WXw=3i<w7%L>f$uY8|T)I@mt*Q
zWESz6!m9n2&l9l9qfaTzf<t+<QIhBhS5t#q#lAo99KHPGdW`&9da<uU$p?8H2pht#
zBB7%{GpHogA26CCvZ5IfW=r?G9#dYtGVY?^d`>I7$f4p_^<TSj+D@mXnkgMskve}h
zLE7iYgonvf0(I~KHx%*-ULWWx^fLCUC%*9zReg$n-lk(EG|ZHf%7a2g4Sn9zY0XQL
zM@YfC`n=IW&m^fgsgB(0gpIo$tW@+Oqb@At#dN~@1s59>#72lhz#{>iWR5GK45-~_
zQ0@0JxMt>6(xPAkng~8_{1@6b%j*{83?JRNVd`M%d$z0bQzEI;JcP1d70CJLOVW|f
z>DXLbokR-Qwf#^s(UmaDiJ%k&&Y}&F3Q_%Hpm)MwSaxtrq_r*GqGT79d;K8G{R@NX
z4Zqg44yUf|K-#>C_Tz2OB1%THYPfp<znWa0d2$wx@nhPMW5)&~DODGkPCY(*+xU+2
z9r(E1=J<VLKYYo%bsZLnduIwRR6^zo_&wnC43H;H?bk7Gfm;$+NN;t>YQ1YypfnUK
z{W@MH`dX+0g8K`QV5p8O{2+n-6M{hN1sH&=;;)FyC>p|mZ>R~75Ksk^a%HQ-B7iEN
z3ah#0cw_Zk%<Yc3I^Vx>JDOiSZhB7hZas1`EqY=YDV<FsE3i{qvk&A-<{O2I6@-`g
zk_4SU8-L^J@43)=WdL*ZGX~NJ&uXgl5xrE}B=i(E#)Q>zB_=cT8r$XRy5QhdaH%d2
z^)S=AW!(KeW#0b2c(}<T=BT5rL4ia7<g?=#!g-%In>{Rf-*<e+U^!+k%y6kX1G25x
zou`&<BnNkM7d}@&i=x#I>3D3k|GNGe$Icbwt`xJ6{b#%`lNyf+@7FiuvVI7&>=IHE
z%f&0~gaJ!$N|voL%yuix{kufw<;~97AF7h4UnOqTZ!Zuz(H+*Ji5`HqoXK)k4l5i~
zn(8*>@j9r(96tBF-)7d-lfR`F6N<{@XjLjif}Z{m-d=!!^UnHZPvJFaN-QX53GFmw
zS}?-RC|E55y@80&Ni;GtUH5c>Ds0bMeY{6m=voOvu_V8?g9}@DPV5=W%Ht;U<}gf4
zg6^8Pune>g(Q6!Z`{|vi3%%~bfZNY{=Ej#}*0;2P<}{N?i+_|m1<jWxC1O1X4|z)D
zLdjZ-UP`OS@ar%xd)t>s1TT(H^TIz@2vlSYz$F5gimrac>IT-Npdt6Cu2{Ka6)2L~
z^koga8DMG!ilm5MU1U#pEJ}%?OA+{QwV?VNnvxq=d8-Kx(3-L@aBHm34L7l-!UL=C
zgI~r&$!etpz)2>bK@VNGKjIwTM@4NhU94-3?^iaRK*bCAU+x+XuWYB03-XS!(x(Nf
z_2<!YRg}`Fwy^1y;;B8mGnaWFy~Fp-=i3`QS%(n$$EcH#Q^T)**{+}_6o{>tvK;64
zH+Dtlh$IhI-tP93b<UO?inf}#vt%NpWOVU$H*&UlPIqjVX+D!-p%pOxGV`5<v2*-&
zq=NSg{EACuQ@%fAOVS-5a($+bdCFD%RK9NbbrX$6Ef>{@*b~&EoNMB&2IIw#KIrCB
zstPky<1hYuXOsl!TVO{+usu|*zLI1H#Iu(DPgUDpgkJ--;r$V&wI%Z4<4c)nWlN+6
z;D`l~mqSSw2{ecqX!}xuK~ipC@k&Rn{ol~SnjtSU(KWt0NjZ^<M;@o_4yRQ95ReT^
z6BL7Xx{<z>y1j3zFWM;x$14A<Ih-d2{o}T8qIg9gt57PYP#LA1NtCB${j{M@jDMWj
zD3m2<tdBK=cN`hnU2%1^t`)Q1)=D<)s)m)Ac9HiM`s5*DvBWkjKAMC0h&(?X9uF=W
zn@5<aD7+~Ip~Wov`rFpe(I0PTuRb~z-ye|CD^_HX!qGbNRKJ{5l3t<L1@lMudwkXV
z1;rRO9P72Qf2BV7`AX~j_rbEAyte+g;lqILIKgd%30$=v=hRd)5<>Dk74aZ-UGA@u
zz`N|wRbb>x`f=6jSDSgfFnq&rXQ4dwLgWj<Hb}A(lHPiXdW5uID|T&WXZa;uRl`WX
zP8$5Crn(%&l*?w(!$CvMTd~ZJ;3~I%^-C{)zGNNK>klBaX{-s?3!ESt(L%EcH$?X?
z6CGVdekLp}jr3<<RrP(QDI^wPpyws0)fV+lCtAUl@utD`1<I;)&An@t6gHO?EbpgF
zi57kx6LucwuUbNS$Y2aY*@Z+uy>sg6E<PtKrXO8EVdyUi^)jrbyRBmjgj&UEXG|X>
z3sU8rscw(>E)`Hex5^*jWr`yb+Xh=YmXzUgfC}~W))m{mHT&%s5As*Cnkq#Vb?2JK
zX0;kF!PKqY<l#$-6a_e--<$fZ!SaJlt;o~~E)fL}BTsgzDVRuKO-(AMK7nLWLc2!b
zlBxf)ZVQBY-44J-{p_?`4n0m*QF60p3{KXWo0?togG4EzDFY8YqR;lzia)G=Tm_rB
zmUN%38xl%lzuE&qrc?(JGT}_TdGUPbetf)O(vg3rJSN9M#Lp**SCgaIl$e;1d9_km
z-k(F*qz*qFwPlF<#)%WL&59$IAq~9{7ybRxRW><*`mCw!IO|bV4MgJY)WymR84}G|
zO4!G>b@KZ4KH-TE?+i1`keSXC_D7m77RR`qU@$^iw1qM|rKH_$q$%9>4ef+{$B$e0
ziSm=LtH7>@Go1*WZ#9!*kS|+H#?^Oy5lHEx-wAd&$UM;gvG^<ukgyvj@Ey*<@C_<>
z5`agPIkxKk*OgA?tQ5d+1jXIx?FS|(E16W1at5{y!>FVA?F~Tf&wNSaFmAp&rcXN(
zF8Y$l$KfZ97^=D#7wn#nJJ+6rO^?d4y~#n9`oSKdX^<|>fZpCLbPQ+~RAmjUgdQh_
zy}ckQBPZ-7jfGBlpHJLIlMesNk=rZeyZYq$wBmzV52~wjKK1mH&vC|>u3F)7{~Y|?
zfL;I}4>JUvIE(4Q+ja%`;muH`lz5z4E{9X|bG?FbZP$3_jyD`B77-^Qsbq>DT%N}_
zOPqtZnr#j6wv-d${T@`19%_c(L9O^AaIQ_Fv6ZC*H4@G%eG>o4z4y$hR9kV!1jbS?
zAW2?~Y~Z$|Z6eH3@ViN<@M<BliyuvCD!zD^1TQ~VTOX2BqZp3vgflN-cv83HUf&&o
zos#aqfY@V~RzRyc*&CvQQ*8AT)Td~=l74YIen@@^G-T)fGR1b|@!YbJ;O$A&a#`8=
z!|Oo_g4oTm=ENV-G74EXi)&tloO@|7xcuZ%f@ByLA-adpPaGkTJ%%*8la#Ta_{PYA
zSaO|nO7xadvyI@i4Pl^PT#E(W+Mpg%$AE4U0s@OdB<|N;SORU*Uc?N-4#)OqwyD%^
zZrzEppY9Pw8$T&5+l%a+&iGf|Uk_?v7ia;_lImdLt>k>zkV|nN58%carc+9Tl^b0^
zzI?8e)EfL2H{m(NTO?5G&xzm*K42Hp?od9oZaS~u=Ew5viaV!{(8T70((ftttxvQ>
z`cK@3aGh7THi@nDdQ|M5i?5Uu#ptw_wi%@KUOv~DYCA{D)Xb&klA&a3`$rSxWU4PO
z(tz)an6Z9S2|@fNvHmI)VHHnZwv3%u_t+CN-<H31ce~`{=)(-+wjBANr(GJ>mB5^~
zZ&gLE*wyendYu=v9BMlFisHRFndau=vGHoG5;stBtMbvc4{ixpz^rCyu6nB+pXpBE
zQ}#pq(0G!2#OOZt;^$v_RCS&42X&t|=9s=G-f#!8`n`#dU*Z;szmtG9+)fFAej0tb
zjt#zimH4zW1!N&M#qa5SlGU=9?l3PfRn{-LGB@_!Oog=!^Pby>uk$MN^fpE}jlZ_p
zG-Q3fu`1CDs&rpEluZ5LV4}1{4WdnYp&x`0?_wOEGQ~9*-f#WcJM@?_Z=gH0&I366
zSv$8m@h$ed9j_Yv1HL4dg8DE4>n%bbGB{Jy?&Ipv8GA~$d%caZ?i6r4>5;|}TJTg9
zh*&xZ$G8D(mj(Y+$$L!ZgRbvtj)kujS^e8p#?zYlZtklEH(5>EC|xT-U$e!bFW$7H
zPHa2=<L#A?JleCp91212r$ey;xPK|?{UzM>gBbodShtd?xwEyQ!#~Jw4glW#53u_K
z^8RS~H|NJ6@*Kbk@h`#d|98RN{{(ikvj5%p!3gj+aIykYmj47r|F^(yrVma3KN4vF
z)Azvyh$8<_u=@{*|IfaUKUC6>!v_q=fA#|iv<5sHVD*0icK_!H|2w+}AQk)1hw&%2
z8xWWKK_dUbH-8Yye{jwKL&P84`QOY5?0}$dHh}R0U~l+)oHxryD?m*qK$P_#k=`FA
z3!pWCrvC3NAMHMtKYIJ<5wHNrXl8(w1JLgWQO)`h+x-#J{SgulFo3Xq5ZwU#2@@c!
z`@@RyQHO<{iGTw@g|h)n93K=oU~1LBmmijl4{OFpJ3udh?H@!qEBoJ#DgblH-$Kd%
zb`3CJ0D5QnFrxqrFD!o;JOFkPfJKA}(EA@I5P(sG=_BwPaEvT~I!qt*_y>dj!L_q|
zm_$AnK+HG5jKT~!7Un;gcR<89z}UhLsLKM_#scV_1wfDkM)B`~<9{37|N8nLBgG6b
zuzV~Z)|LOd#Xq*P0XX!3-2Ny(qR9Vz|NoEMfHC|FqYijS{pFqU?`<uB=lCyjyH3KI
z<p2Xr$mJVKhYr1zT+D_LWE36&I(MBleB7`Ux(3c(5xV<}rs9b~$Y5^$-Kn^PQ&~*%
zxp~;;+wvlZ@RIhPJ(gX!XxnykE0JX1-MJTk^}EZLtS}*mE*WOH<a04a6a?>}35y44
z9^TCB0BpoA_rUH}b+=z!Kd{4oW;*h7<Yg0vG=K)`B6wJ=TQL)eSgp1&?R4j++KfI&
zKIz~Hb>twk&BuU~FEt%wdx|O!8YU}b4N!q;-Cpu_mg;sqbY2%oP;$f!kVQmsYI7RO
zg()8<aTrgBkv5V{r#l)ARfVxOl5H|xhCNQc^d?wIR*-7yCv=;5Oa4l@Cq0o~OfAZ7
zY|Z+1kd>)iV<an@5n+rnM6sw?RJa^V#2@iSaZ?yGDZYz*8xEL05=;BbMRJLr#o|&?
z?MfrrOoo+3MX@HoHA|A`qXo|nYM=4L`P2);!+m-6ZHeR~8h-6;G@KBc_pUm?#<2j`
zO#UxF@&DrW`ybgS0NMBdl&q~{rGTQ2c42m$v$N3K#JdgSB2S~s3Jip!fZ%n-M1*0g
zf`AH&2|3f}59Smd6Ps-BXJ1%sC>pdXq#!T`NSE3cLf8vbLYPesjSzE+>ie>|G2iG~
zwJP@3wV+yh+5VVwnRB~wtBcdv-1ikHwKi5C53R$&XA(|V%;6_i_M&w4*qFquS*ct#
zl{?zeK?~2(D1ooZO&#z1RyC*!*MNKtG9D8-rPy{`^>TMUD=j54EhRTCC9O;*IYF_n
zX5QWH_4RdD1J%Jx?)#03O@vtaX1sph*qD0F<VMNDfraxJScZz-!OfYq>6wZ~H<Mao
z?JTOCY|W#ZC-o8}wgYt14wY|m={phsC44v)^G))YR5lr}u)w^9QZiV_zKX0|1D$la
ztTF%u=ZjRSU5hVOq*E%foCCya^F<9ZaN{@@FrW>XMKIE9TLbxn?R;cwlQA@7ydVuo
zTh~GQGthu*2l9?=TvPBMZ$;<!uUQYWIa)W^fQvFI)*PE_&pklyhzugMi;$NSJto2r
z8C~<#ORiJmC4frCNKCp&pUJIBpP8?bujYRJ>Zrhd=HzzJwotz~Hbps69<L>FUc5>f
z+1Pk%c*KZ4eNZ<+yfjp!-@ci&D(xx-as2EAYEu+iIy6byHTdrF8U3tEx<E;L(?HXh
zHO@dt9is^}2FZXd9?6-R;XorctlDJvg^@-uK>kK|@&}}>dy+Fa7{mkoAZq`~+KcVL
zA&|uzbea|T9F0bYCVVE%Z5ro};ApyVjj8KEE@e*4W(X#MrnfJfd6-E@<x&XP(FiHY
z{{1@jUWjF_Q$v#)APjNpDrqP;jG+1lw{Jkr;_daTj+w0+K|$P|-r(TisLj=<&PNJF
zU@7Y_Uj^5PgT76;@)szSoz4rr{wji0(^O-s7n~iP3fm?5B8;DKPiICxdYp>g2TQbn
z<xbxA_;$niDXCV(AoMJq+L+ysGLYl*U@h><s^VhoH^v_1_IwG>2pNI-LS9V(CPO(G
zEA;J{lPE2vo2~b!K7m>7%Y~>r^KFV0#hoh!#>h;+;;d%dG-&UveLX@U1ph1kHYKpu
zOj9oJ(qjBaE^Tr<X+2?Ka-l-8seAmVUkZ0d*dXB2;5+g}1D!Adb3NOU`rAjnU@d`-
zkd|OZ@umDX0^vAP6xgD8SLMKbo&+ex{?7S%BHdYik?m_|p@+oyQvr3TlJLE?QGvn3
z5A~T)6(!&M(RT76AP|pDw+#%<<45U>hOu#KkPb*xe}%~Zf(=#g*Yv7CgRP)Le{?|-
z_~w0u12B#d=j3bp@3d!3SvN+M+5F_0uf(tm)1Sb68xV>^&uAxE_fAinlNUM!rO8a{
zr)ZlFvS@nl=PcRwddC+>*?xchy!`s@r{$G?y948!N7L{A1D|KNeO(gx&l6iY!;3G7
zs?Hm}r)n^4#iXLaHn9hb&kqSr&zsqkq&i;dW`U_hX3poIamkZ_{mq_!!@{)+5bX+^
zB0P<Li+dDk94Z^<iq(L@rBH|>+U8JJgM&lR-0*5B|FwHJP$X#lqi9SqDDI^8>vxzY
zziaxqh^HyE6hZm1>Mv0oUL7^xG=Um&f({7dDGjZDl*)bK%w|{gx)8hO1uOIMg{31t
z;r$G|o?f&Zp&@#0yO*!KP8o-2Kt%cG$iWEIkm^RPpa5D!#5c|qx}vJ4l3{+e33w3&
zYc&v2*|Rw$6E7g|L;CdcfylI(xGqpML`yB_qzqw=j)!N)_7*A`RaDbeE9C_*3XyRf
zJnRXtOU|?Vat^m-b!cqWv^m-j%*7=+&ngF9+1Op#`V^OGml?CYI!Q$RtlB~*AkNRZ
zBo_<v$h``&KjDm<2IhVOKKuQt<__VhS2@I|gU0c;gP?sT42s7;69;^3Ib>qTxk^%I
z3!lfgq*a`+<7fPp5Qk^5cmJGlJ?!ZVvnGK;F#=Y)S9xjH%k``4QpGa2X!Z&9!Cjn(
zl@yBf7W)nOq1ndaU{KRt(T2|CSkbVpyZGMFDNXYw>SUT<ZSKwySWFY}+o88ia(#Ex
z=H343PGi?bg0}a0tzTlGJ^}~i#^jVZhJ#>CEU^E#O}$$iWNq8^MlN<jPGb*`i<0b2
zDF>LL;a!K%GzZY>vn9pQQR{L8n+b2$F7_UMVna}}OSHu7bBm7A-t^-7PdHxuQb=N;
zvVe@4^Wm%#ks%08vla)_FGf<8)jFY!rPl*qbDr%fy-kKYzpkOZg2OIDLMOwTi8LnF
z^F+*+wGfF)GJ+3PGV^U3nk2La_=_)ZBL${(ge`&BC5xIt5k^x*RxW`d^Tw$2$SS5}
z&_NNKo-?6GxMG?m#>b4yM_N^ioC*nCsowoCZ^#YKnNRWrRC(IGfSG=s8*nPmeRr<Y
z2bv~k-FoY7X34o|qhc4=g{w6Jv$z&^rtMlf=vrOe*J`nk{M8mq#PmAzqRg2GjHxUd
z{e5GAe_w3Gb``BxG_kv7N#fVJo3GkvL0Fc7jbZtTJWjLtJ9p2KtXzB(CWeQf-6w7{
zb+z@)Xebu-d+5nvKlNC{;e$n9eO8CNR_8=eUWI&ZPbLX}r8xEkVq7V3OeKLs4gG^~
zW}N%0UXohhaQFb`S7Z|+!uLRQADZ^UPp$7PI-NuJy6qf5F%AfJ*wH`DI*n9H<5du`
z+`n#lz-7Iq4UnJ8(n4MN;P@S4ayI>N1X4<_?>H|m$;Lrd_=Sb!6Zm~e`MBU6QTN=Q
z@xaDwp4;4ECGq?lvt`V*eW^xxR7A8#eg2U2Dyq~tX@Zhj2YWb6ddXrnU~*ej-SVLE
z5LiXZMIt9n5vl`kcez}BzTC(3hTO;4XD_qq%gI}>+{;^UI{rRQ40^)QUZ6RTU*f*;
z(8`_?gl+wV5jp<h?aLq&5c<|hL@AMZCxloUaHSr<WGOmawjeZCKj(CDgYOQbv1Og0
z2r$IObsbU+x~l+A&%9mGVBWrAKjG1MY8eO_Yl?g!oZ;bLqBY`D_D;#EGn4$3E+!Ms
zj?d2Mdw8x2K5^On3wWs8R*qY5d>$TAY{*<f9j;EXC~%HE)hm847K(xh)nJ*NJcI<-
zT(Tn#&+)2Iq4qUGBkd}FAM$=Mu75g!)E9ZsL)AOym$z{-L%_|P<U~Y<+}zs{m=*+g
z+Mp6)EUGNfjG15vW4y90*I0PD%BY03{8N>;DUy74lDUS-w2y2=G<O*t#e~I}N8-br
zi1d&qNsM$IQ{FodWFurL0+S(8MLVL%S8NJ1UJgmap0sPAw>EV~n=G|N?w-kxAAO)`
z2~aAmyQLB&Ls@Bg&0N-F<&?SNdh#21$Pg5aWX9d2l)v~Z=m=Y+Yd;nBD<pwHdOsjF
zL`aO0>`Lkwf~G@OGEkSKfq-!!gD?<VJ!>$3##oHA`z$=nh2+hY1)~ikd`0@3PeI`J
zj?6^u1+QT1<iv8wieZeUgzw=gz0IlRT++jxQ(xuluU5|ntoJP*$M%3|X*tb?#feAp
zPGgJ7;knW8hxN2eyy%nK=VtZV<&uzl7WhpWw^%M+Z<fh;O&N}<mJ0gI&X$YioFmz>
zRIqhv1I&TBR2jk-FM7JJa{|;glC?Fqi5p5f8xA?t4%!auS-Nd*zIWhvB&lB#rwa-)
zYdqJuf1lY-aVs=cSEz^myjH`~9Z{^q@Vrgjg-+lN_NBnm{OUFfwB=M&K_*OpoARuO
zxnzodE0wdT0~;~Aoz{S(vYD8;wus|uFh&x|X%gnXC-wbtU)%e}<u{R|%NEm&#n6e9
ze2ku7Liu|c#HsVzpvR9M1$a9A7vJnp(`DYOtyfCrOMXm~L$}~ROnOvgTJAM=qT+mQ
zA?W4e5C(jd85vzP`Q}%j;V>Kn%F`BcKs^!)<ZD>Cf;Oh*F^Gb{W+RC!n(fDgQQkFv
zuKS#0l~)p=f98I;WdyV^EF$JlUlAYD6lfqMW59w)9Yli>OC)`6WmY0seMiX>hEX{$
zpKwXeJDB3OOlYz4xf6WOAW9b{<rv3HoR+935~I{0Q=wDB(+T08;?-Uvk@yD&^5=s*
z?s?F$z{3i(-Si5&Cf5BSrtDiql;z{BOTI$kY6yQWE<TBT1sMMT84<Vflx2txaQ7f<
z7Qr9tLJ`2!)_r)z(*CYJ<zf5b7Ir!*EssA<p+fJNi~IBS=8^^av<-8Q4SOy{$|6w{
zYkZo+S`^-zwSYV`H(M}ITKwA$Mw6hacOv!^wb|1RkBXKXlPA)sxe~SGJ)&)7T~_+U
zBf|?rj^9LJOdr_MTozPvsK<AjP>@~Rq9O0f({P+mOfi+^#8e~;_6m$19oAH|UE3P;
z_$-!wySZ1$PR$!uOcz5L&Ur4Euv83LS13pyG#gME_Agc}m9;v)7pL9m<L?Z&61|%V
zz($f5ZGpe<8b*k1%7!$;(ea(S-dIu$v4MoV!6g(u8DERHRU|b8Ks|_F7p$0_`ZhSO
zXlUT|RmKkD@=_I!sjUC{xwXeI!fW}HTvDZXx(j=SQ`*jZTYqT7>nf%z3%B`^C3lfd
zYO{H#3|sn8ei)oFT;`lD(885UIf2QYOJd=?41vt`Sm9{E6@g7);h0bT^O#yB^h4Ez
zgUQ(U@I#ZB5c0!w<=(t{u3D<hNO4P~a}kChrK5^UDifhV3{ek({v`21(cub?R0-G1
z<}>(<NByq$^{cZ((OTz`rzZ+olccDeLJtVBYKCu^{_uh49imL1*rXX&6HgjudbVFP
zM9r2BS`EWjw3*XZt~|%Xk?7h)QMyf)@2DO^heUmcZmQqQB)(m3%RdZRc(!ur9NyLq
zKe=FR6fYGeCU>fA^EbzGQg?fo+{mqlgD{S*$HUDM7W?kHEDo^tds1KSVD9ddDAUxJ
zogWP~;jgR%39s#3a4!(RQ^?^6e!ddy=c$eCLCKwn&QF_8D<)!fru^R3izkU`Cszfz
z#D&@2r5>-FF*M?-u&3rWsr!6ep2(NA<rMELX)~zXQbSl=l~DW5;ZU(Q3ZtJxvW<&`
zEx-}}alPHY`L@h+Mc4hM@7~L<)kH7ywany>4#w0Po=l_`O*;WPM45VsKD8W0)}ddq
zhJo|4pS6W=-jq<DNzpuYkYV6wNOP>6liR0OZlQb_XqNBgUr0m~<ycTFykN=17JB0q
z84}!~D~p6EFjw#+*!?@bBS|w|o^3ZBrd!+YbX*AaQI2xY`+kzK0lw-UBM_v&FP8UR
zMN)G$7E6s^_cscIDpNLmj<C<yCMQy+V2aWZ3ksqp3aoRoxWSWNcmDML>48rj7wdc8
ziaowc#|;J$Kb+5R&J6dM+9*FGDpEdD#_$Plm+oyS&(rk|eD{RdnTbKlRTUeg)LbvV
z(xB>TE%S*)7OxuUwZo9=QhAj)d~}Q&m5?XH&T^$HT8-h=woV(kZR7e)BfN-VB`x@=
zUkicXe4P0OsBcaDmLdTYkoGg;);=Ft>y}Iq<(L?jks77(orbJ0nhuzO>A|Emyv2&_
zXZA$fsCEUU)++YFoPmhp(|u+{Vsg*IlrkDFwdl<^EF^>Z8sSc#K02Z$m2q2jnAuLJ
z*JL2P*Ln0jWwXpMN(5GQ>=z=p@Xjq}PHR784;_A;w6r4i&P{V1=mSj?1o-xG!Dypu
zkCVFHg^n=ZV%6Mos22{ut6)#KhU7#QUU!WFb(6-UM$~~=mI7QD#n(m~rS#<p>coaV
zHfh#oBQ0Lt0MeL&9KO+l<>zmPH)AGZin5o1eb=$_Sx4yE_4n!aqg(Ey{jAGJPdzsa
z5Z<hmT1t+wRY@+l!x|P$^Y%s#?a$W-4j%L8`!gNsnK|jR*cJHX^N-}o=D1X9v6Ibp
zxL)L!eGaq!?0(=8^AP>_UoO>^(746tr~~Ft_tR&d!|O>^>FruOHCLe(QMz`UnmDyo
zhMrY1@2jGV=+_p*OGg_m#Wl$eP4{@)T={po2CcVS&%^X<@HH9e$_0K;WxrS-xn9ba
z>O^ySbmzNjxDWBW*;uZBXBvG{57)CvS11!2%oKlU%zj25>QNP^W&f2?nap}$3bh~#
z@}?yglC=(^p%bYQygaIU4e{K4w{JIVLA6%cU1s_-WEf_?;<~ct0%-9!wIQ?p1Gs9s
zp<8$`mRGnU%UOvD*2T=g9Ob4Xc5VHqS{JP|6xb)6Ld>}zhAs9{!#c{U1><v55Skdh
z=X)qppV8jFadAJM<Q3V;*02EM5uGDHtcVuVv_l&`g!q5^Qe@>m888{=@5h1UAPVA-
zN31WbyX-n;c>!W&ssdq=T^E&Eq8CgT43l%&FFz&c28>-@=Ny2CTC_7GF+h1EP0`1w
zmv%qhky^iZV|RPdHG-xX4lIGBm-OA<gm5nHw!L7H$g8Uj>^9&!Qs+Ab(io14xyO>i
zm-y9c=yhOrUl=DSP2g!cI9|6q#G^sw_?>n<k?Lav2ZSpUcdN$Bgl%+Sjxea^fExMM
zZ|Xoa;YxjA5PdS+X$oyKDxp1ES*Eh+GCl)C-&lib7|RvC@?wt>VdHs`n27J-b}a3i
znyF`;nwquK4}Y%4VnsQZI_nsFZd(jpjW~KYDn~lb_tg?YcV6*=DaF+i*ESD(G^j?7
z*#J$H9Y{ezLTMgzUNf{2llg~bt#c7Q60%<drmkft44!xo##O2>2pYmw5~expmvWgB
z-+-HZzgtOL;ThD?A_s4B-&8{NcsNl1zGpoU^X*aqX;J?8@yy_Ois2}>dGPi}cJEZ@
z0H1bd>gPAuP71EJdvH;^Uki5bjVcykQ>v)eD=*IN?eFcucG#_+d%c&2I$XnGq7cJx
z%_)AoBd*4#WiyL(47|&Z86-316v;fLMr)1=V*JCkcQflh2YlTzw&+D#6_=`&ad|h3
zp5v;kSPl;;Xm_+Ys2k$w7WSX2LGV<5`jhxf<5sxF8<jwtb_!|vtUC9J+PLB$5vKP{
zhhlXU4$`2HuUvGWMVNt8&sF#H*UwrpBD_Nmx{eHU8kz2r$3|q{d}J4c8!r6I84LmE
z^Z$Ip`rnIO%BD6JMt{yPX8IH0%+B-|nd{>;>W9wr$NaSab$;<b$mstqznDPgV>;Xa
z`7E{nBzCd=19D~rV62?%|2JaShc5Il#IC<W&VQWv2ORT%q!|AnA?H6v9?;^ykiGsi
z=KoIjVq^kL%KNV}jX!ji|5^cI1?V>ao#n5O!Ukvs&}crAg+J7^51owRZxHog>wVn&
zLpAyXcmLnF{cR2F$Aq$gwBbK$1K{I7N`UJ1kvaXh8XO;L6<`hP$CS5!)MWl+8}mnI
zF+i32$K(7pD;PjN|K&;h_c{z46U$#?ThG+B?TA}Zr?ua~^`XA{!A!jrLjs>w1GOv{
z1p|micF3ldZ!T&HxD#TXf<7|77Hf{9n6ToN^`u8<+J*)^MDYARM-TD0)QML|3CLU=
zXw^uJ^=n`+@zpE0n94E{X|j9`iI;MuFLj3G%=e8!=__DX#c^_tE11yzrp&LGDoA}&
zQ&C7-oug*d4=L0eO<MK~uPmO~vWUcm6?m$sDxX-xR)AyX+TPA^KAFM7TuHlWbsN-X
zEZ+36`RB4l@Eg|}F5g<YS^8`>g>RX4vUX2j*PCbo`}dmWNStLa<^Yk;>>#!oRxu_l
z#rl__<U<KOa1jcdiYW2+oaKQ*#E*S8kh0z8-3Arv%Bc6P(`PJNaV{<TK5TV@I<NM0
zoTU<xU0sp)4!eo-Lf&`=yJj1UOdS*!S2>z;hVnJOaEj;py?23=HsF?qgc7Bw-xBDv
zvRat|!wh=waUYZbFlNV(|JB%aKsB|kX_|CFMCo0r3M3(+1dKui1O#ac29O$%P=bM=
zC|&7Yno5yQ=pB^a1(6~IklsX*A_$i*G6$G<@6(y}W_H$I=j^}jb~uZ(zV-c^#7d3v
zZM>MOB5OP}g)^18@tM_iDCoJ~VVVv@+4N4X?db+vzH6^JdgCLjm$o;gKJ;>D;CzIt
z<P7mMYU8bRtR^(D4C^h8EQ>wgkGjLoxodu2T9oFoG8a^SZu6w%y=fxPjsfv6mK-FX
z4jU0n_kSZ25Ywc-R1Xg&85SJk&?m6bre)Aiz$BhLxzWDI5zK%Rd`aP+6eQ4LRt(u5
z(l(I!Nd3~RtI%<Ad0%zUYYmK_2tTBw>hdjV7Pz6coBt!OcS@4=^1}nV<slozn5^bA
z=t1qI3nY0yo{^puEnbHTYr2%iccrx3uLatFN?l6>yVqAYjqX1~S5XMv<==VY{vmZI
zW!-G6Ft;YRv8Gf5mw;STR`xt~t7UlpopLseA%xXmMy??qy-t~Yc7^;<TjkFE`i_=9
zMs>xJxk6Hx!r@!)1EeU1vvfQ@DUVIkQbBALb8y4^GRzOTB#rPp^Y7wPpK<fEY}~AT
zRQjQ}C}bv!`6k<4v_UXq*N2)HwY)c_7e>jvUdO+6=32P2wDseP^rB^)Db=m`Hl6iK
zQca$2Z+JlN)na#N_P8x?+<<l(X|F%YMAY@t@QNYDL&JPybR*egTRU^*V9Sueq+M@P
zE>wyL`Lh-=>ij{}&Y4nWqLS!=w;!0sg%4pxsu}+mvc@oytS^P?vcw)at-wIpR;Q)I
zb@L?l2d*lQ&ct-?_GIU{kyFKO4D8gsi{9YLkR^QEmEh6aV9`>G`~uvfqBocdFFfGz
z;?zj>hi}lr`->@HWbIFBAHs;5+k(&!*k~R4y$P|W2+n9q4|o=R<?ajU0yD(6&&H}h
z<yL1*le93P&=oqpmw%I;_|=3JD$c~z%Ge`+A*`Jo`$WgNC5S4X&t&Qa-!Lt1;<dXG
zk;@hxEleRkQlf)W&oxo!C-FI3K_sQ{hLXK~1R{$ut_dFK=TIl=W=WsY40>h9DKIVa
z)-@gx)QMAjlyKIVl#v|I=h%6>s)46G@zu5S$}5IMtzTOyY3jKYgrGAO_b)m5>HWG-
z)H2&j85&gzK-to<FWfL%(6)0(MHW=}F;on(K!{P5eW}M<yDnz!r{e)AJG$`zhc%`t
znu>WtVoSLnJw8MHT^di8xC<e+GSVl!{MZprL>))sM{?WJabpSqZAGO5>E;6muzI6r
zhh-EKrmKVy0Cc%{!zf(&%1yxfk^?{azgZvm>ksc|`ByAAvPDk^c33{G61#1tKpj0-
z$YaBn{?t3CH7Ma2LpZV8{G0ZYe<rekGmailEOsH_0qxM~eG1|`N%D8TJg)3~dZa12
zma69w<reT+B;63QjB10O5UoZ*etw!-(Jsr$fo?C*ZcOoJ=QW@~E&H&Q-|37Vr0<nz
zOiYk!4Dm$K-`I3sUp)paNM4X&iisL$N(q1+0+aEeiA)WbU;!4xwIl^uAi-jlk{)u3
z8{=`*l4NlqY_|E*<6Zt~&C(De?p-F)BAhX%_0mRR(3<yTY2<gv6$PO+#c+ju11kb-
z(9DmX5>X5lybU4lougK{?m@9&m5V`Nkv<$aYuE+L5PM^(cM8fAV+YTDit?hl313}e
z_71i6AaQ5XRyxen^9#q|3BW!4a49-C6yu@oaV#HLrP1H!_1ttw(#q!3>pZ>qkf;b#
z!@Jz|AX`+_RVIg5=l7?6@1SMEc-+lIPDGJ#5I>@08SvRALE1}QVkXQ)))33pYXKfq
zzz!5B13MrN>_EkW_R>%qvcM<=*Z~x<19l%%hYB_+hzA9kY3ERaJJxD3ybdt2k@!AC
z%4FZ_)o~uL3T}1-IvdaNZ68=T2|K23^V3+LqJHPKrAtG+TIU($&ya8{gxm>w@oB~P
zpkruxH#8}6^26|Q0#++IX=0)`zO1d`JKJHeSHs@Jjg_ii(|WT5|K$tvFLPd>j!ZBq
zei0x*u5T;AbBEGys&pjy!O#a!^P<Vd(W;-y>1P}2O=Xg&CZr33f9h=vEW<XGb_0Lb
zS(iD36dXo7zUC#&`=ZI$`Z$NgQp=Hao(=WYNV7|6He)j$bm{7Y%~kHsn?}q#X;TK2
zhRGH$2Xy_jD!}aSn=N^q_g2<0kPiJ1^{bXyk;<$vGl5u3@nF=C&-)JU<xY{pcL_gV
z9@Kq|GsQBDwb0sBR~)J)s>GP6dbCRDd=fNl&y9It7wse{*Jp~}EmN`eY-qw%{KPQa
zT7_P%LwOlWykcQEXsy^M!S<sHtuUwp`)S?j1gT(Qa!E?IYc#G%aG1XZuJ#ng%ID<6
z%)m^dA)Mdk;D^ZoyuKsj&IUf69;yo@CW|JPkLZT1Q5u{tj9w1B_5^P!l(WKiu5NwO
zX~|wD%WrvEKXk0b$*|P5jsV$;ll(3bBHy*U=T6=?6d-C^zS?3;X80&T96JzUp0YtZ
z;+AH~=7&&K3@8|^H*;QF!i4D~O$?sAkpoUreWA1Zpexb-5*33W4x)b{Lb#!SgoS-a
zhyTMX!p`P|d*|eXuE|8lNtp6Z3{&;j_qY)_L-%vF4&B#cLftd^O=j(Vf?V%(*T%rq
zS-yA$!@)4o%W?KLv18%iT7pwBRgq7?#evx>kPphW2C0^L)zTSjNMez>P3J0Zb8b$O
zo@OmxGeH(=(<mxy@deGM5;I%n)}2Pr?>)DqP|}(^{rY{YX7YmlOwO**t+|@EQ=T>A
zhOgt5S=~y_Cgb??O-5E~-`~2<;3hR(_Gwxaf9it&Vchm&`;=NfZyP>q26toZtT)ST
z%~%ma`+bQ|Pniw}46f3L#g}tn6k9y6ey%Wae;RtQ>}Uq6`s!vcTrC?_N3vS}Jq<Th
zg9bx{@T<rUr$MeT>4}ICu7U}IhNm1`1SHVXV0Rdf{K_5w;$WX^YUAvDsktZXL~gv>
zAdh5q@PcOnu9P;`VqBBB`CwvhdyMR~C6mE6dSg@K9&d6N;?<h5O?h7J$X)5g?H>{H
zYJ`v<LQ{$UeLDq4j>1E)pF~q(aEF!+<F23E!$66uAG^u=l?N1pFBaczw3D|J{vqH)
z)#1lX;ZU=3)0Ls;k@Z9F&*ocdGC2aGuC`g3QKPVjZ`aB%NAZTV&Gx=tbVY2!+dYLG
zv$}jPPRhimK3)vpG=!n{D%rPAv3#eL#Ca4>lJ6g+L9Bw6re3bzJh;d$_~o?1Q!WK$
zl+|r6zwxdYLATrQRW&?a@n_1c2yyE&dw?8lX!_d4V6n^8@OpM#Fll6d^{ec>iH`Is
z(U)W2CEF=InrCj@G+>nJkIvTI_q~xX{e-5mV%<q1Z6nH75S@)&;@3@zp9m;F#fJ*(
zlrqc=@pa}ySMF2<%@l#jjmRb$A4d0UPkH~0`?}OKTMxM_Fnwxqy-!sb-Ckvoq^6M&
zEU{`~%#lQzy|zha>ha?Bhc3+0>3h6g_V=ET?6Bo&ETnWGxI@LlHVfU=@jhjURozD{
z*%9(OgOe`Jt0iv93_L<YOM>ofgE5?6%5Qy;ODh>*DKeX%k7Niee~OS}2kk{nq*SL*
z7rk24u>T>5qCLNUaJhG%2GuXVNYZ!Vg&q}i|Jy^(pJgl0d6a@oEcKwe=ZqICSciyZ
z4gU7?#WAiTtkGGI@6`XQXnT^?PES4NljT0h{%8!3`no|fs^E85$bu{;9#$mUx3Rv}
zqb0IBHM^f0eEBY;#wGiP9+o5xd&w?mHUFlz-hhj^n<%)Rg~p{+O6}Jn=8(Q02ya$i
zsdIBUr1G*|pZ@q)iJ06Q;EWA9Tl;(72i5hQJyiJ@k+aQO!*6B6JQ^~!b@Vh%n+>nt
zmSVxNOeu9GIL37F<JU|E!y@6C9!_}_=Z#Mlu&etO{0x0SE~S|@T3<89IN7^`DERJ(
zxbir$(ALFY{O4b0+xz+9SSRm%rngPe3=^L%U)VOz7PTeEF>Tp&@aPWP6>vcsBrOPf
zJE{hn!_Noj)_o5xjH;iOC*J-P*<1QBXC`T{E`)c`>amoYKzHZnhGHS?T*>9;aYXho
zoxxJp;(7qI%DCs-x%Xh+NbF7u{7o=Rs+y#FQ1d`-;nKz1A>TFCL+)#cPgZjc(jGVr
z%Tu@e4b9Fo|H2H+dT4h&fq6n3$Z4^OAjPZCnxn;4q{+YMmX%X8^d8g-94=t^XZk-a
zE8z>Ha?92ZSNq>Q%|Lbh>a+HmNstXIvmxHD>HhWQMXzZ=J3Q}4wY8C|qw4^b+uQp+
z$(5G331<<3XeQ)B!rpLq@BmYE9E>)8avJNJTUm04b|BqNC7ZUNOn5e-tS<S})`K&H
z_8O7lRbjd#rp@c$_-f-1s0V&!H;rDTWQVIqT(PBi&o)!OS*7%--(1aOxzX3F{jazU
zi|Cl!gTc6!O@{f^T$X5_W%1B~5bD&SF^PMUTG7&9F7XsTY0bSMZJIg2iV-xGeZZwH
zPo2&aCt8<kjL>PeTomp?U#P)J#`KhR-Qv)tf2Z?ox9NIj=Ubf@9Iq(3(?H<ydqMu=
zLF?VNypr#&;O5{`uBp3w39FW}35NB_*+KI-4TD7PmvgQ!YKlrjrzU4Y%&pOhGmsE}
zv8AG?4TZ3v+Hd8&UZn4q^zI}lLA~1F(#DJRXZk+-&{)oym!vHw?QsUuDBj~+FFR(u
z!Z9BTLJ(Q9Zk@kwWHw47GojSN%8YlIDHd7#Igk>MsGxRYX_p;nZoHzUAu}wnwT5;)
zN9P=cag5oXZ}!j0(a{jkzkMd1q)`MjeM*+n8b!bH%HI6kxc2zC2>#1}_+!R*UzSCX
zjzUI;r{fA<b7op&tCh8z_ulGYJZHvp+p@`t7c<O65TJ<noG5o>NNV|w5MB2Haep)y
zie52_1<h`Qia{qjf-leA3@Htj5`PcrDHrLIov<)$fBCoeNBypWo>nsd6S4Msa34~P
zZXmRKY@>Q;I_Q^o^}tW!G!5YgMXTf|G7M7DArV$|Er}Y2R`^5^zW^(G?yHHF&2d9l
zJbM}*^(vPX(#U}k<NE|1mD1Jts7OX83_Fim5VYq|!H79_c+Y&W+j3IbDyDi2;?z;I
zU51EsB!lmt!6M7{+=L%6=4Z0-D_qkIwyi5yZH23Ki_yvFZ7=00n=xqTRIcgdR2J)~
zjy9`i0#$IdnF_e70ROV{#$t|Y7n8muBVZ%Tc5Rn$Ua1L{C2p6~RqhuC?~kh>qEGz(
zvA<8p8-t<a1il~K^>dG_s`lzI%bZ{3P$$9((}h}uIGCr0m!rk;FaIBX6Zb2WDVZ#^
z&%m=Q^D`v|SfqhZiy__kli~f-O`5p7cCNTR@MUu}pQFm9SZ845Qr--FLS5#1U74RH
z(a(Yq8;lzyDvvhb0Ool#-=ph|2|KzAF~GQi`Cf><e^k4`#C?wt|Kd7GKMvD{S%gdh
zE3$hu-Fm+Wbq`>ApN)11#Hux&AneRj-D52fd=r@OqEUFt<f;*w3qCi%cSp&Al)!Lm
zbUSUhN!_qYS$hF{oe_<&^B?lB{y<-%qiTI0SO)glbX}=d74Db(2r(GaUEjigCxv*d
z4UAClKEoUPD)j;(;8a(qNSZ&rNSBC&J|!vUC+$M%(ipIsZ5HX_=j?zm7C&@yEP$B7
zZK|0-6%1~p0<J3DqAa|zK#J~Iu^}enei0TyJ7pvixZ^jfw4LW?<JalURPSV?lS@pC
zc>mrr)k<SQB4)cxtdZ@Kjt^B@DcT!DXPU2X#1r^F-lxt2?5}=q$%kN1lLGHxy)@WF
zm9~!dCM<zVCReH01?lF>p758up29<hqR#Lrnh4!hAVyjJ(7^`LF~<hd@%|M@zoxAU
zX;iJNFn>vKX(@FeD@MZ4$rI&2F{-OuHmv<px$PaHj>N0~RmZ3+;o{h(gii0*4r7%@
z3GX+ui*d&K=Z1k$?6#+E2=@9MV)Q9ys*Tcf^s!;;N`oJR7aRhkr1ISLIWUm|HwIgx
zjy=XF?ij^&)^NT&#N5>kZ(FPhS8if5t9`i6#tKr)<Rp1c+iBwY(BzyLZ|tN=SVZ&o
zCBnd$U_)sYu@ZZCear}3PHQPxcRMbON&PY>Z!GFq5vp%75}wLaY2U~!WGE?~XTh{c
z-r1-_L~b`lSrv5Wee;X?m0Sza{iasD)rUHFi5LIbul`ZRT1AMH)o#5Hr#E%U+fkU8
zt;8$rtyii=2uI0RMGc;R?W}BeZ!KGGZ{P=h?M+Sn?DyE{uDbOa+Tz{K*qzS2`H=i$
zQY}{L@p%rx0`0SmK5TjiGQwXq$6SOD?UU=C^%RW>Ck3y}cPkH94I50T_-#3FS4B_B
z)UC111svek8Aj_CrBf%8y%fe^-{e0O%XF*IWO7&D$4Y1wMcF-*sn1zu+@u$Ko?J9`
zEBo-fdyR%^l2ft1dTV5ZkLRu<`LFJ2%LXr(ebpK-C=DdGd^I3LG&C*av_RB*7^k>z
zr`~S;7gf5iB_z5crZBI?atFz);+*84hhypwg|(Q`BYIb-rFGtD7Kh(1oC^zU40$6<
z2}R(&w!U!$Z?4a}B<xYm#BlT#X-OgyS5iXL{c%pbDWI5=m8>zg6{|fz=9G%+vHRIB
zmpTJxhN=7-IC|1Q?*9xyI-1>lss3rd^h*7bbm2r3W$DW9R+=7V<;V6dFb{R7;XG;%
z#A2sMEh<zNL9?8I5hvD3M~Y~ND4S~*bZ>~AC!6R)EN{s%`6h%gj$Pt{EAup`c3_3|
z<T=fU6{TY%ILPp-^Uh*xtkFIV1Rssmq)VHwbyxO7dC6**vNe=cbBrwQHH)~dEpERI
zy1Cl8P%gx<a<NCELa#*F&aXhf2$NSo6vz?V!7FdLmGJt<>i3`B^WC?%ulDC9RXt#%
zd|1;kqeJ=XT3VXH*Fp!Mn(({67nR8}w3w=ptHZo%SL`pnEx*RvA|#4Hcw|^f2A+QZ
z&Gxyv^>ahQjkJk~z<u;~GU<V=MaPy0E4!y5KA}F9C|UaK$Eg}NoDI>p(q=&-U+ayi
zfZUjyfM@AOXAj(T&CezHhFsgWOr~q=_m(DailOtlOr(DC$|mi~S6Dr1SDi?DMb6x`
zX>|_a3BS>AEo!{6mTg)I77k$L?T{O}2GyJ7zeqH^BT(lUw)K}IJ=wLj>0V!Im$j12
z!~hFX+sKO=376{_+SU_<Ki{X8Pwp%HVJ!jswL9HL)$7Q+dNv|mtGp%js)d#4q?=g(
zTwy9jtA{)tS=GBJT1lQf5tSg_*;czso$Cyt3x*F;d|PewYfA)1W|^<|Vji3Jkr_3o
zZ3;;|Hb?*E7Mzw$h!tp9k5-Upu*R`mnK0QB`8X^2PJKPo3PLvxy;=L|g8-Qnd|CgQ
zVg*NQ?OWR2qJ-?!1F~~CX>qeg;d==ruKhL+VWG|G)-9#9_jH}u4SBBlqLY?TXQ1$m
zZBi*zg+MyOqZVWgTh?8soa<zHZr^LlUGpW7YV;Q)<s)YEaME3m<U11^xpcQLs%I1#
zOctyVK4-8oe|~ZB6*v(%|1&ED>uBf2o^0Y8)*D{8^7cDy>bU{Cm#IVZi!khk0p>2}
zyIIY9wHz#=(R#4tHB(-YvK67p-NAT!xIzqqRWF0jhS1)N3Fmu1dxipg0V`Sl*uecp
z4_S{`T{GABaGReId%}$*G-R`){~P(>H@2BR&elN*`-sm7Bmn>%Km`t4lz_+pq#P(%
z;`l61O|+G*`F}P+;;>Ht*+LiXjK$+D(awCd3JL&t^~gn4&jm<FdD2wX14u&vjsk#G
zs(Jtd^RHVVQ|<9B0&#-+omlIGO`&{8m=j<Q+yi-zk5aszG$4G(*v?4<U>zNSHYW{$
zEOZk0D3~@5YpI8J;WLudzOKS2sgHi-a?GxgL;|=Z+R?=s;47VYYMbMLHs62uponw%
z&+}BWN29I&v&jjDrfqJ6KBDEI9j%Tbzu&UdYS>yi^BEnp)d0>M5{o|?!N1VABTwgl
zcLh@I{u=~!tp3+{Px?ZdyO`T!ZGQ9ltv}>ZYEUeWPvqAji4%zxi8YA}i5&?a37ABJ
z1Pc84NW_8q@c1Y3Zx#|HmLymb2LL+-7SsxFi3UR0x&VtQ?qrU)$BKgiQkU_G#L3E9
z!r5BF5$z&wk9}xvV~dus#5x#@0=}A9tLsOPg2;6^kSbaV1O>r>q}IT}o|ixnVGu|d
zFgYHeE!Oe>u={5{AK}o}v_~hW(t`dj0J{waBrUe)JCQ+w9K^swcU1Ts|66v_I<k}g
zTLzUnI%o8M*a3LtpE5AOY5P+K0T9JMWYW?{i0o1MyAKdZ3P6qjkV#7ce7HYkV9*hJ
z@TmOl3x+~~M9;s=Kr&zeGyPL0`#;79mXZV5eSg}?0ZEyEmqEZ#AVKu+GBETwN%WEM
z@3BC@M^w*0>|jvfb@IDR3IqoIDT4sOIq*~-m4D&^WT!vZ03s)QL~s4WP8QhN-(^yO
z>z}?-AUPoVpLQ}wxbkoDq`*=D%kdAH4D<+*{>=^wg&dJe|C9k|*#0eZ!I=Ze*m1PS
z?>#j~Yb-z?JbAU~VzDj&=kuhYXZsj^^tei@UFS1WK!dE&U<-3;IZF!|kc8VB3X`#v
zMT5XHa@H_w84EB%0Z8->ma(vcf-J0Lt*l{k7SggHE2xFJEU;o=h@~as_<iQ=Vvch;
T{#$@Tp>lGxf`ZDoRA~PTsb@v&

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-reg.xml
new file mode 100644
index 00000000..0693ca41
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-reg.xml
@@ -0,0 +1,145 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-019-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='1426'/>
+         <instruction instr-id='1426' subinstr-id='2'/>
+         <instruction instr-id='1426' subinstr-id='4'/>
+         <instruction instr-id='1426' subinstr-id='6'/>
+         <instruction instr-id='1429'/>
+         <instruction instr-id='1431'/>
+         <instruction instr-id='1431' subinstr-id='2'/>
+         <instruction instr-id='1431' subinstr-id='4'/>
+         <instruction instr-id='1431' subinstr-id='6'/>
+         <instruction instr-id='1431' subinstr-id='8'/>
+         <instruction instr-id='1431' subinstr-id='10'/>
+         <instruction instr-id='1431' subinstr-id='12'/>
+         <instruction instr-id='1431' subinstr-id='14'/>
+         <instruction instr-id='1431' subinstr-id='16'/>
+         <instruction instr-id='1431' subinstr-id='18'/>
+         <instruction instr-id='1431' subinstr-id='20'/>
+         <instruction instr-id='1436'/>
+         <instruction instr-id='1436' subinstr-id='2'/>
+         <instruction instr-id='1436' subinstr-id='4'/>
+         <instruction instr-id='1438'/>
+         <instruction instr-id='1440'/>
+         <instruction instr-id='1442'/>
+         <instruction instr-id='1444'/>
+         <instruction instr-id='1446'/>
+         <instruction instr-id='1446' subinstr-id='2'/>
+         <instruction instr-id='1446' subinstr-id='4'/>
+         <instruction instr-id='1448'/>
+         <instruction instr-id='1450'/>
+         <instruction instr-id='1452'/>
+         <instruction instr-id='1454'/>
+         <instruction instr-id='1456'/>
+         <instruction instr-id='1456' subinstr-id='2'/>
+         <instruction instr-id='1458'/>
+         <instruction instr-id='1460'/>
+         <instruction instr-id='1462'/>
+         <instruction instr-id='1464'/>
+         <instruction instr-id='1466'/>
+         <instruction instr-id='1466' subinstr-id='2'/>
+         <instruction instr-id='1468'/>
+         <instruction instr-id='1470'/>
+         <instruction instr-id='1472'/>
+         <instruction instr-id='1474'/>
+         <instruction instr-id='1476'/>
+         <instruction instr-id='1476' subinstr-id='2'/>
+         <instruction instr-id='1476' subinstr-id='4'/>
+         <instruction instr-id='1476' subinstr-id='6'/>
+         <instruction instr-id='1478'/>
+         <instruction instr-id='1480'/>
+         <instruction instr-id='1482'/>
+         <instruction instr-id='1484'/>
+         <instruction instr-id='1486'/>
+         <instruction instr-id='1486' subinstr-id='2'/>
+         <instruction instr-id='1486' subinstr-id='4'/>
+         <instruction instr-id='1486' subinstr-id='6'/>
+         <instruction instr-id='1488'/>
+         <instruction instr-id='1490'/>
+         <instruction instr-id='1492'/>
+         <instruction instr-id='1494'/>
+         <instruction instr-id='1497'/>
+         <instruction instr-id='1499'/>
+         <instruction instr-id='1499' subinstr-id='2'/>
+         <instruction instr-id='1501'/>
+         <instruction instr-id='1503'/>
+         <instruction instr-id='1505'/>
+         <instruction instr-id='1507'/>
+         <instruction instr-id='1510'/>
+         <instruction instr-id='1513'/>
+         <instruction instr-id='1513' subinstr-id='2'/>
+         <instruction instr-id='1515'/>
+         <instruction instr-id='1517'/>
+         <instruction instr-id='1519'/>
+         <instruction instr-id='1521'/>
+         <instruction instr-id='1524'/>
+         <instruction instr-id='1527'/>
+         <instruction instr-id='1529'/>
+         <instruction instr-id='1531'/>
+         <instruction instr-id='1533'/>
+         <instruction instr-id='1535'/>
+         <instruction instr-id='1538'/>
+         <instruction instr-id='1540'/>
+         <instruction instr-id='1540' subinstr-id='2'/>
+         <instruction instr-id='1542'/>
+         <instruction instr-id='1544'/>
+         <instruction instr-id='1546'/>
+         <instruction instr-id='1548'/>
+         <instruction instr-id='1551'/>
+         <instruction instr-id='1554'/>
+         <instruction instr-id='1556'/>
+         <instruction instr-id='1558'/>
+         <instruction instr-id='1560'/>
+         <instruction instr-id='1562'/>
+         <instruction instr-id='1565'/>
+         <instruction instr-id='1568'/>
+         <instruction instr-id='1568' subinstr-id='2'/>
+         <instruction instr-id='1570'/>
+         <instruction instr-id='1572'/>
+         <instruction instr-id='1574'/>
+         <instruction instr-id='1576'/>
+         <instruction instr-id='1578'/>
+         <instruction instr-id='1578' subinstr-id='2'/>
+         <instruction instr-id='1580'/>
+         <instruction instr-id='1582'/>
+         <instruction instr-id='1584'/>
+         <instruction instr-id='1586'/>
+         <instruction instr-id='1588'/>
+         <instruction instr-id='1588' subinstr-id='2'/>
+         <instruction instr-id='1588' subinstr-id='4'/>
+         <instruction instr-id='1590'/>
+         <instruction instr-id='1592'/>
+         <instruction instr-id='1594'/>
+         <instruction instr-id='1596'/>
+         <instruction instr-id='1598'/>
+         <instruction instr-id='1600'/>
+         <instruction instr-id='1602'/>
+         <instruction instr-id='1604'/>
+         <instruction instr-id='1606'/>
+         <instruction instr-id='1608'/>
+         <instruction instr-id='1608' subinstr-id='2'/>
+         <instruction instr-id='1608' subinstr-id='4'/>
+         <instruction instr-id='1610'/>
+         <instruction instr-id='1612'/>
+         <instruction instr-id='1614'/>
+         <instruction instr-id='1616'/>
+         <instruction instr-id='1618'/>
+         <instruction instr-id='1618' subinstr-id='2'/>
+         <instruction instr-id='1618' subinstr-id='4'/>
+         <instruction instr-id='1620'/>
+         <instruction instr-id='1622'/>
+         <instruction instr-id='1624'/>
+         <instruction instr-id='1626'/>
+         <instruction instr-id='1629'/>
+         <instruction instr-id='1629' subinstr-id='2'/>
+         <instruction instr-id='1629' subinstr-id='4'/>
+         <instruction instr-id='1631'/>
+         <instruction instr-id='1633'/>
+         <instruction instr-id='1635'/>
+         <instruction instr-id='1637'/>
+         <bounding-box x1='88' y1='434' x2='390' y2='701'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-str.xml
new file mode 100644
index 00000000..d5d2ac51
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019-str.xml
@@ -0,0 +1,524 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-019-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="113" x2="142" y1="693" y2="701"/>
+                <content>Country</content>
+                <instruction instr-id="1426" subinstr-id="0"/>
+                <instruction instr-id="1426" subinstr-id="2"/>
+                <instruction instr-id="1426" subinstr-id="4"/>
+                <instruction instr-id="1426" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="176" x2="223" y1="693" y2="701"/>
+                <content>domestic(%)</content>
+                <instruction instr-id="1429" subinstr-id="-1"/>
+                <instruction instr-id="1431" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="234" x2="282" y1="693" y2="701"/>
+                <content>Imported(%)</content>
+                <instruction instr-id="1431" subinstr-id="2"/>
+                <instruction instr-id="1431" subinstr-id="4"/>
+                <instruction instr-id="1431" subinstr-id="6"/>
+                <instruction instr-id="1431" subinstr-id="8"/>
+                <instruction instr-id="1431" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="293" x2="341" y1="693" y2="701"/>
+                <content>Unknown(%)</content>
+                <instruction instr-id="1431" subinstr-id="12"/>
+                <instruction instr-id="1431" subinstr-id="14"/>
+                <instruction instr-id="1431" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="361" x2="390" y1="693" y2="701"/>
+                <content>Total(n)</content>
+                <instruction instr-id="1431" subinstr-id="18"/>
+                <instruction instr-id="1431" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="88" x2="112" y1="675" y2="683"/>
+                <content>Austria</content>
+                <instruction instr-id="1436" subinstr-id="0"/>
+                <instruction instr-id="1436" subinstr-id="2"/>
+                <instruction instr-id="1436" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="199" x2="203" y1="675" y2="683"/>
+                <content>0</content>
+                <instruction instr-id="1438" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="249" x2="262" y1="675" y2="683"/>
+                <content>100</content>
+                <instruction instr-id="1440" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="316" x2="320" y1="675" y2="683"/>
+                <content>0</content>
+                <instruction instr-id="1442" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="375" x2="379" y1="675" y2="683"/>
+                <content>1</content>
+                <instruction instr-id="1444" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="88" x2="116" y1="661" y2="669"/>
+                <content>Belgium</content>
+                <instruction instr-id="1446" subinstr-id="0"/>
+                <instruction instr-id="1446" subinstr-id="2"/>
+                <instruction instr-id="1446" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="199" x2="203" y1="661" y2="669"/>
+                <content>0</content>
+                <instruction instr-id="1448" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="258" x2="262" y1="661" y2="669"/>
+                <content>0</content>
+                <instruction instr-id="1450" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="308" x2="320" y1="661" y2="669"/>
+                <content>100</content>
+                <instruction instr-id="1452" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="375" x2="379" y1="661" y2="669"/>
+                <content>3</content>
+                <instruction instr-id="1454" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="88" x2="116" y1="647" y2="655"/>
+                <content>Bulgaria</content>
+                <instruction instr-id="1456" subinstr-id="0"/>
+                <instruction instr-id="1456" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="199" x2="203" y1="647" y2="655"/>
+                <content>0</content>
+                <instruction instr-id="1458" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="258" x2="262" y1="647" y2="655"/>
+                <content>0</content>
+                <instruction instr-id="1460" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="308" x2="320" y1="647" y2="655"/>
+                <content>100</content>
+                <instruction instr-id="1462" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="375" x2="379" y1="647" y2="655"/>
+                <content>9</content>
+                <instruction instr-id="1464" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="88" x2="113" y1="632" y2="640"/>
+                <content>Finland</content>
+                <instruction instr-id="1466" subinstr-id="0"/>
+                <instruction instr-id="1466" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="199" x2="203" y1="632" y2="640"/>
+                <content>0</content>
+                <instruction instr-id="1468" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="258" x2="262" y1="632" y2="640"/>
+                <content>0</content>
+                <instruction instr-id="1470" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="308" x2="320" y1="632" y2="640"/>
+                <content>100</content>
+                <instruction instr-id="1472" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="375" x2="379" y1="632" y2="640"/>
+                <content>2</content>
+                <instruction instr-id="1474" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="88" x2="110" y1="618" y2="626"/>
+                <content>France</content>
+                <instruction instr-id="1476" subinstr-id="0"/>
+                <instruction instr-id="1476" subinstr-id="2"/>
+                <instruction instr-id="1476" subinstr-id="4"/>
+                <instruction instr-id="1476" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="199" x2="203" y1="618" y2="626"/>
+                <content>0</content>
+                <instruction instr-id="1478" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="249" x2="262" y1="618" y2="626"/>
+                <content>100</content>
+                <instruction instr-id="1480" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="316" x2="320" y1="618" y2="626"/>
+                <content>0</content>
+                <instruction instr-id="1482" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="371" x2="379" y1="618" y2="626"/>
+                <content>14</content>
+                <instruction instr-id="1484" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="88" x2="119" y1="604" y2="612"/>
+                <content>Germany</content>
+                <instruction instr-id="1486" subinstr-id="0"/>
+                <instruction instr-id="1486" subinstr-id="2"/>
+                <instruction instr-id="1486" subinstr-id="4"/>
+                <instruction instr-id="1486" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="189" x2="203" y1="604" y2="612"/>
+                <content>14.3</content>
+                <instruction instr-id="1488" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="248" x2="262" y1="604" y2="612"/>
+                <content>76.2</content>
+                <instruction instr-id="1490" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="311" x2="320" y1="604" y2="612"/>
+                <content>9.5</content>
+                <instruction instr-id="1492" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="371" x2="379" y1="604" y2="612"/>
+                <content>21</content>
+                <instruction instr-id="1494" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="88" x2="117" y1="590" y2="598"/>
+                <content>hungary</content>
+                <instruction instr-id="1497" subinstr-id="-1"/>
+                <instruction instr-id="1499" subinstr-id="0"/>
+                <instruction instr-id="1499" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="199" x2="203" y1="590" y2="598"/>
+                <content>0</content>
+                <instruction instr-id="1501" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="249" x2="262" y1="590" y2="598"/>
+                <content>100</content>
+                <instruction instr-id="1503" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="316" x2="320" y1="590" y2="598"/>
+                <content>0</content>
+                <instruction instr-id="1505" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="375" x2="379" y1="590" y2="598"/>
+                <content>1</content>
+                <instruction instr-id="1507" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="88" x2="112" y1="576" y2="584"/>
+                <content>ireland</content>
+                <instruction instr-id="1510" subinstr-id="-1"/>
+                <instruction instr-id="1513" subinstr-id="0"/>
+                <instruction instr-id="1513" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="199" x2="203" y1="576" y2="584"/>
+                <content>0</content>
+                <instruction instr-id="1515" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="258" x2="262" y1="576" y2="584"/>
+                <content>0</content>
+                <instruction instr-id="1517" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="308" x2="320" y1="576" y2="584"/>
+                <content>100</content>
+                <instruction instr-id="1519" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="375" x2="379" y1="576" y2="584"/>
+                <content>7</content>
+                <instruction instr-id="1521" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="88" x2="102" y1="562" y2="570"/>
+                <content>italy</content>
+                <instruction instr-id="1524" subinstr-id="-1"/>
+                <instruction instr-id="1527" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="199" x2="203" y1="562" y2="570"/>
+                <content>0</content>
+                <instruction instr-id="1529" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="258" x2="262" y1="562" y2="570"/>
+                <content>0</content>
+                <instruction instr-id="1531" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="308" x2="320" y1="562" y2="570"/>
+                <content>100</content>
+                <instruction instr-id="1533" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="371" x2="379" y1="562" y2="570"/>
+                <content>76</content>
+                <instruction instr-id="1535" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="88" x2="129" y1="547" y2="555"/>
+                <content>netherlands</content>
+                <instruction instr-id="1538" subinstr-id="-1"/>
+                <instruction instr-id="1540" subinstr-id="0"/>
+                <instruction instr-id="1540" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="199" x2="203" y1="547" y2="555"/>
+                <content>0</content>
+                <instruction instr-id="1542" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="248" x2="262" y1="547" y2="555"/>
+                <content>80.0</content>
+                <instruction instr-id="1544" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="307" x2="320" y1="547" y2="555"/>
+                <content>20.0</content>
+                <instruction instr-id="1546" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="375" x2="379" y1="547" y2="555"/>
+                <content>5</content>
+                <instruction instr-id="1548" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="88" x2="111" y1="533" y2="541"/>
+                <content>poland</content>
+                <instruction instr-id="1551" subinstr-id="-1"/>
+                <instruction instr-id="1554" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="199" x2="203" y1="533" y2="541"/>
+                <content>0</content>
+                <instruction instr-id="1556" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="258" x2="262" y1="533" y2="541"/>
+                <content>0</content>
+                <instruction instr-id="1558" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="308" x2="320" y1="533" y2="541"/>
+                <content>100</content>
+                <instruction instr-id="1560" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="375" x2="379" y1="533" y2="541"/>
+                <content>1</content>
+                <instruction instr-id="1562" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="88" x2="117" y1="519" y2="527"/>
+                <content>portugal</content>
+                <instruction instr-id="1565" subinstr-id="-1"/>
+                <instruction instr-id="1568" subinstr-id="0"/>
+                <instruction instr-id="1568" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="199" x2="203" y1="519" y2="527"/>
+                <content>0</content>
+                <instruction instr-id="1570" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="258" x2="262" y1="519" y2="527"/>
+                <content>0</content>
+                <instruction instr-id="1572" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="308" x2="320" y1="519" y2="527"/>
+                <content>100</content>
+                <instruction instr-id="1574" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="371" x2="379" y1="519" y2="527"/>
+                <content>74</content>
+                <instruction instr-id="1576" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="88" x2="118" y1="505" y2="513"/>
+                <content>Romania</content>
+                <instruction instr-id="1578" subinstr-id="0"/>
+                <instruction instr-id="1578" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="199" x2="203" y1="505" y2="513"/>
+                <content>0</content>
+                <instruction instr-id="1580" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="258" x2="262" y1="505" y2="513"/>
+                <content>0</content>
+                <instruction instr-id="1582" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="308" x2="320" y1="505" y2="513"/>
+                <content>100</content>
+                <instruction instr-id="1584" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="375" x2="379" y1="505" y2="513"/>
+                <content>4</content>
+                <instruction instr-id="1586" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="88" x2="116" y1="491" y2="499"/>
+                <content>Slovenia</content>
+                <instruction instr-id="1588" subinstr-id="0"/>
+                <instruction instr-id="1588" subinstr-id="2"/>
+                <instruction instr-id="1588" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="199" x2="203" y1="491" y2="499"/>
+                <content>0</content>
+                <instruction instr-id="1590" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="249" x2="262" y1="491" y2="499"/>
+                <content>100</content>
+                <instruction instr-id="1592" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="316" x2="320" y1="491" y2="499"/>
+                <content>0</content>
+                <instruction instr-id="1594" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="375" x2="379" y1="491" y2="499"/>
+                <content>1</content>
+                <instruction instr-id="1596" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="88" x2="107" y1="476" y2="484"/>
+                <content>Spain</content>
+                <instruction instr-id="1598" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="191" x2="203" y1="476" y2="484"/>
+                <content>100</content>
+                <instruction instr-id="1600" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="258" x2="262" y1="476" y2="484"/>
+                <content>0</content>
+                <instruction instr-id="1602" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="316" x2="320" y1="476" y2="484"/>
+                <content>0</content>
+                <instruction instr-id="1604" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="367" x2="379" y1="476" y2="484"/>
+                <content>201</content>
+                <instruction instr-id="1606" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="88" x2="115" y1="462" y2="470"/>
+                <content>Sweden</content>
+                <instruction instr-id="1608" subinstr-id="0"/>
+                <instruction instr-id="1608" subinstr-id="2"/>
+                <instruction instr-id="1608" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="199" x2="203" y1="462" y2="470"/>
+                <content>0</content>
+                <instruction instr-id="1610" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="249" x2="262" y1="462" y2="470"/>
+                <content>100</content>
+                <instruction instr-id="1612" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="316" x2="320" y1="462" y2="470"/>
+                <content>0</content>
+                <instruction instr-id="1614" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="375" x2="379" y1="462" y2="470"/>
+                <content>8</content>
+                <instruction instr-id="1616" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="88" x2="143" y1="448" y2="456"/>
+                <content>UnitedKingdom</content>
+                <instruction instr-id="1618" subinstr-id="0"/>
+                <instruction instr-id="1618" subinstr-id="2"/>
+                <instruction instr-id="1618" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="199" x2="203" y1="448" y2="456"/>
+                <content>0</content>
+                <instruction instr-id="1620" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="248" x2="262" y1="448" y2="456"/>
+                <content>46.2</content>
+                <instruction instr-id="1622" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="307" x2="320" y1="448" y2="456"/>
+                <content>53.9</content>
+                <instruction instr-id="1624" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="371" x2="379" y1="448" y2="456"/>
+                <content>13</content>
+                <instruction instr-id="1626" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="88" x2="117" y1="434" y2="442"/>
+                <content>EUTotal</content>
+                <instruction instr-id="1629" subinstr-id="0"/>
+                <instruction instr-id="1629" subinstr-id="2"/>
+                <instruction instr-id="1629" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="188" x2="203" y1="434" y2="442"/>
+                <content>46.3</content>
+                <instruction instr-id="1631" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="246" x2="262" y1="434" y2="442"/>
+                <content>11.6</content>
+                <instruction instr-id="1633" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="305" x2="320" y1="434" y2="442"/>
+                <content>42.2</content>
+                <instruction instr-id="1635" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="366" x2="379" y1="434" y2="442"/>
+                <content>441</content>
+                <instruction instr-id="1637" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9bad6614c751e1879878084f529f6df1d73f856b
GIT binary patch
literal 196351
zcmeFaTb83pw<h?Wqwp1HRrLdv$^8~5BhEqsgd{)+BtUvO3j|0=+;0MA)MKcJdguZ4
zL(ial05yd+kh_P6!XqO+^RKLk{C{5&zHl(xwr$&I`(|eFUo>9)8U2O$>A(EH|KI=p
z|NKNeAP=c~e)#FvUw?w9+ynXx@)Nw$9s(yS{hwe%amvdBtftBE2lr4FHMlr9Pvw*c
z^d~sYo{DpG<LPpu4AqL*iGG4NUFJW)LR-y@%BlRHK7RbkPrR{N@+<A%8v4D>-%7u|
zb?Rm7M(tK3qqZXd1j~MMtWFOEi{r#o4-~(0Jg0Jo4wO~lJMmAy{zscRhl^i5xc)Ir
zKD_&%|NVcwdkDP`?<`V5lx*ssLa8r&qgOYF{&HZwcmMJ6r(fImZJfn`+(R2jN%_A0
z@Xi4O@!x~%;Wqs4VJuQzKD^_G2M@NQJxtTWe;|HAe?A~M{XkH^U<^jF)PH+W(&T~5
ziU$OHzz~FfK$-VA^`4|29)I3_{0UtBT6n>GofjY51b=;acdDxFJq%y3*I%yqFKKav
zQI=(41cNc`XHeqjvP&wb{W&TB?MCE@4)2$TBFw4~G(FID+_bJfyn8n^^!#({oOgI`
zC##ESY{fgke&ok~Qk5|J3kp9I2X%k-4)22jI@L!f%cAh$46VSK7yJr;di1HGp?noq
zkw5nGx$&{PTvUC2cc4G;8-;@y-bYSy{P3>*+4BRZj;ePb#qd}c{(l-A{wsVd_j&!>
z-OtI6Y<<STt<(z{JrNn(esTX>vTL2}S$IkL%LtNR4rvU72S9KL{F=bQv)Mcb{dyeT
zS1TUjFg|`RcTn&B6u`Pli%ptFA8*K;M^O#XKHPnn8bB=f#a@iW^CO=J6a6CqBl|Og
z{frPB6n&2)0F@AezDJN3L~bSTXeg-{2Hgu9_(+3zkCX3l{3VSSCGTlG&eq>W<z?AB
zI-64+yNMG<<<lVEAofjs4e-gFqVxy-_u-xHmuX!b{FhMw1lGqfdw&hR>huvKsZm73
zFh1V;#MPITPJVbiRUgrpwI1*NR<*}Tw$Oyxr`8^C{#Ly(c8>l>m_5S;$E}UaexV<^
z33n7YgPY7bj)&<rS8ivg#+$LdGh?rFUa1w1Bi5Hl<sgI`e<mC#Kl}*XfBm<X`*&_V
zR0cn5ZURFD$6v&Yi!CB<wi$180qk;f@bI`6Cfrt-9Jk`+c$rPsyT$Z+oK22Lndj2w
z^qMY5g8YP2c<ws<U-KNH2^_QHC(1^gtT#e?b!TmPkXj~q{(lvu$@QS}9I^u~>}IE}
zF6!y{d?ff>@MWdnc?~n5qw6D=fbMcvLBDmGo9o<K(LvV)&KY|zaYOIcpwRQrTI8<t
z84!y!<u0Im;MsA`-<P`)Tys;<TOgOie7a6$P;?3!;JM>^3hn`k078iZ220U_{KdIG
zZ`Y<U6EGn>?1Zh7%}$fnYS*DQ83}GH>7=y#keTY;u@RzmuWv5-vfJU>RNbzV3$^Oi
zlegVV8y>0W^F^vGrl;fnv;d;Z4aBTeb2%wG0@j3)AiCNhd)pEt$3k1rj#z7toiZn`
zO4lNr9j>EZ;t{@`(Sd|Q0lpGWJ4XuV@iHVj^_)V}3u%~9=I`SDNHBMk1?DH@@|-QL
zIHSTW&+D>qs3z4pZVtLX=O=3bm-SAV0zkNfY)=9|nF@xo6~wKsp617Wd)y1%NHBG!
ztEfmiVW?BlT!e>4=oh@sA5V_4?W}M|%hL(28LGb!j;*)7T#sXy7w5e=3%!dcZgD1G
z_1Es0jRX-$>rV^gQYo7)sp*lov&_u3Mbx)ZJ=(`!>R4If&d}P$zSaGaAjC%t%ZkWw
zA7}L;*;BzKUtKcCN%Cc!=Tuh}In=-o02+V^Hx&km@eIdqiJTVg1S%jC));Q7Db7gH
z@@Q#U7n)EfHI&&^j^<%(#_^e*EjLKA)`a7E&DaE!tjKL-*;JdGeTHUkpK%xRQo9xw
znb|ZEY=s&Lt`F#3hisuUv&zP<%X8iboeW=fn9N!e-8ZBN6LXkBh@2{MCWNp2M1tc)
zw9Od4*f2N$^l&5?g8B1ViQ^gOl;`S<5HQ@Q>fqs(d-)J@4yI?hkRCu&Z6pY*E6`&V
zo;M8l8C%!sRQvQ0=D0haul#dO7;wZbvUVi+qF3B!B|c-T--N|Y7MvmkpV(qJ!1MFN
z8;4i!WeLDI!#$T6M0uUQ>=n%M&$K`5&>-iL;Ilx!BJ8F$*9}b}2-Max#ask4bM!_%
z7#A=H2~<{4Zn|0XRhX~sM-HcZ>C$g#!Di{8nm98YszROiNw{tg3#VNAiH(X$WX{f6
zzfC+n%vTH+Fo&9ltJK-U_;#+Co3m)|MuG!6cYo^F(bG_RT>)o)Bv_*ey>%_NE++7%
zNoC(zS;mAao0+-YMYH@oJ^Pc^v>SScpi|K88FLn@%xfF|pbM8tN{Y*}TCer3RE-3~
zLMm{kgcl~eZ!wSDX$Olj>WkCaD$-B(#@XQGy>HWP8p$*)__~J0IhHF7vDQ0h??m;Q
z)wY$gJXs^by$&}4r-jqY<kTRmW!6)QeS#LPiKneE5nxLAXORd(0N`&u843Q8ieIZU
z68vMlyiRf?_^s}d9<(_jGq;z?uBl{i7BzGxhtxFK8cw4fE(g4%J2uBin-~d3;ly0y
zLfMyw>7O0e!`USDQ`=A0fmJ|wm1VAhr50<Lf;>+|NAWk@^oU=VSIN?}fDElT#v*h_
z3Ft_Wp)uyv%-fv}^lG_fY!M0NL(lFi(#eFN)Y#exn|4`V8Df)3S(MLs^n%J8Znacc
zo(+y#E3VhgCO=F^f?!lTp9eY$XB9Axf9iT9_>Uqs&>0E-CTG3_d3#c0);%NbO`@gU
zGkf$(g06ghmTFgsr0f!#11&7h8#@^Z!q*9;vSe=^_B6gCbX>D4A+}lG62YWEomobd
z0XD(2#CJ4^Ji+Ff?K>-jn?-=0SxRO1+5{-);|#u;(Rhv2<2{ITp?LYHu15}k2eC#D
zIxj|IyZ1;+Y@9;OOO?7<CB8M!>aN}3TvSi{;%4<KIG_847-N>UKUtODE*tYOty^;e
zs|hU0N0@eIaloQeUfdF`i7mmiulyQ0e0)ltND?NE6#-;wX>iE(=M|<gyNJ<hKc-c<
z)|u_8w^j%Ch{*6cbO6$rE26=Ra*x-*Qp&M(>$0Wc+QLa7HiE%riYpNawTjaG@>kb0
zRUlW#Bq@3`pEsl&I!orF2!e^`%XVIl1S8x(Tz3oeSm9^k4E+DVGWVzD)ieBMWT$mw
zMX>KkxtL`L;NEQL5R1b~jx!q}?R9=;qWnsfYv&x?qJU!JZJA3DYd}>;&EDT>h#h2m
z1H+4utcz4>>-nBoMkit2Ef+g0!7qD9aZn;R_j~ec5v$m0vN}9E(G509ez?dc@FjUr
zu8{(g5I6A!XQ;s=PvE!^?QIMvHhkOwj{@E0)a~JP@F-qBymB|?@S+6d0Ld9H<OR?K
zI1Sda&Qy3ccoYkm%z>k`Xh;;;>6Z_INAc<5C_@w`1mFNYSBC*x+~T=9c*t;{J^YNV
z-UJ@SCg=;m{WKT}4s7{*$b)QXo<aIVn`wt>LUWLR*kdhx7Mc^=Blx~yJ1xAdoVHJj
z`V_kClnV4HW35xhEMOc!tXSP(g9L2PLxn^qmudt19SklJ_qpdBZ^i~9@9pRu`g&rA
zVRY6v2v@-BWpAWHlE(8AX&YFAE+au-X<%-;lwfnCZeTg)p@?a)x`i)=OfJ!cM3IiJ
z)54i|ex_XY)z+MBX&2@uq$XnRDVgh%xZmwpeR(4|kM;c6O`nDiNB}F2t8p|w6Zr3u
z^~m8D0>9v-LY>ki4ouHML#JcP4OQ*zX(i>W6BQgVwmaie9-0|hU^5Vt7$^L^C>YZp
z3D%;WS8!m(38uDzeK~?zV5npfZjTpPnq~Vq<qU`O%4sHRB+L|Rt3h*vj9H$_7C{tM
za@NWIY`yN4kziK{)+F?f3t>(!&>gqSLrvXJkeoYb&_z`M?x@ow%nzf}|J!cWNN|@k
zSB8O^OgaQq8318(`!;bUNHHJ@*EU`Z<8x@aCJSlhUmX$n*oVyqhCqA<@T#6y>?fFv
z1P82eQrS=~#Lmb|H9ZFb-P#g7TfopfS(Z3ru<f2`a;fo^J;|_PtVKQW{%Q0Cx5<X}
z_x=fPhyXo~1PKVBT+Z!UM*9`*Z$8sn{f0@SrYSI>p_4eFP7pl_8KC2ese55(Wwx><
zq}DK$FpCzaZ(TP1&}Pq$bK2qJ+1Eo0sR{g4&qISl4q;?j>3p8^AcDCZfIRIcGW=dl
zWOt)-bNnPh5xxr$QVK7Zn@fyNmQqS%lmfx+EK~iBX_}47Hd83V5*38C&N(|7*#d`}
zD<8C&7KmGlol0=vz=y##5HtuvAp#5+GIBTvYUtB5hHI*zo&n?cdX;&=vITn`oUb)Z
z(>8qyi)MWSbGgBJaU^K_Cmw!5g_Fi-<84m9uX11d#>${vP&2sUa7%1C{w$ShgH4i|
zR|Z5Y6TyL1F)&}HXTa2y#7{jDVIpy%R{R!`AgE1z>NDFva@g!29RSeB8+X7;ZCz?6
zSmsrqH7o}2g6<AJDmlVOiV%*XcU+h%lqn(PNHC%#2tL6Uf2JCUis+=UpTv`R&0-Yh
z?-j#H@TL6yLvZOym#G~Iic?Q+yhYOBm-EJwHRI%+3ZFbVmWsq8>D!lRwL8px!COxq
z$vG_><7P&urBuVJo#->BZ?DuYFcEg`@sqO1^*wH*iK8awwQN=^(U8`;xWArAWhvxI
zl1%Lr@IP0))&u`jXXg3H;RMc@Ngi-Jag(4Dj3YQa1@?CcB0y|Bg<_bnp&Il<hgnvI
zuMK;9#I3-i>r{jb0Gut*0TP0b1VMEaz$(|^CTpOl=fI%_lsWFHI!(FoDWHJH`K?Ar
zg1@KbZ#Oz1vD=IU$uL<=Y+}crH_+Oj-I+RuJDiD(kIMr|(WzUi0EvFw!iXaU1ei5v
zyl*@SK3w6vg>JAR<t>aqYA+~-p+}+Z<#mc9=U`i$SqukYWPrh62Epg*>=Pal6uYV;
zhfBCYFep))HH<SFbv*<oh=7{|>i}T@b+7?*9f-NF@eA&MYH*pGZLqeGAh#!i;yDLW
z(jT*PY#yC13vzxHyE(^T+qrRZxQY*mBND(-d4x%6J$MiP7ETn6fj|l&J7VBT!(eu|
zY+NUDY+I&ssvkLImIv7IRm!AHqIAqGsx@^QAf3=0T!$nw9ZChCwE??8D*<+8*p_E}
zuQ7E|^cqjn47PTTE{M68HwD{RKJFDzSG&O`MWfoE`oL8LDQA#GOeD7ByFA-YR{FBp
zFrRtK*C|K~0zXK4&Jf&y{ml$PEF}pX&FM1;C}85K5Pfw91}EU@B&+*?zJM6zfSwa=
zcN>%`Ob~GbkM1%zb!Q%(!gMULuXxH^mxlc%0TV5dBcrd(eUnCX*tfw}^O;?LlOaiq
zN+1K)CwRfb=T$;69m~VP6)q+%3vyc$7;?LaJ&cKI(Ncq$2d>*e3?PLHa#z(b5<Udv
z6*g#j9F($vScva~mF|c83bGQ|Xu%xyHCX9aXEp)X!1;s?%C63kM8N63N%T7Mogi}a
zRfOBgrpNg`p4-YTiO~cTH=L+y<qB72PhXVt=BgkS0+xQ5Lpp&S5TRZ39=8hvZd4wf
zA_x^wMSzQyDmu1mG+9@lOo^1u)5u}FJEAjaV#iqRubbX(iuu~InrZ8~)@r&kK@ESs
z?3?9v-{?6>)S;gT_*s@vDOW)lO*4dikT$Z7;O0nhtr|#=`bHG$Aee@F#$YyfTO7@m
zFEkLWU4aQC447tM;P%ib8E$%J5*D=prsDJEtz0n@+#Aec(*d6-&33>-aOTyxfNU1B
z5iDni!)ID=$P9q`Vgbh#c(W-S^%K~DY}(!dKPTD;3xNWIf^={*5}X&tB-7=kA(DDN
zDW@JBYNx2?D_4x-xn6fD>G#ZK^h=XwYQsT7@M=uRfXDj|j0A^XaPpTOx-ZQ141GNJ
zqP9hWUk^0&?8|U)B={T?dWgE$5IJL|RLhYSI)R&8SXl1@bO#?m2o}(o&F*0T{3PB{
z$>rUk<Om>^k)Y?YCwO@%`aqX)F$tm6X9*m{huCuG+YX#z*VK_v1b<b<f#JGNhmjj`
zKN5T%w;8NawK}y5Q!28`NcJTHy9wLE3D3%9-8D2$XsZJ$Qj54D-P0Mm`0^p3lM2W+
z_9R+^M}nLZKrR#^jVm!)3$J_ov59d$ctNz!qa>F=IKN}O+I47SFV;j-xwEM^gGxNO
z+Cr5a@O>QJ7HDb%o(T}QyiUkNX!=K-WgRB~z9Q=z(<M^P@wi?X({*`pBCskpS)>!-
zE4B~?re?Qs<SE+ci%`5?4wqYKwww}RHpk9H*!hXMpGA7as=3C<ZZLJ!<#|XHaFdSE
zpi%vK>tk!KfM56=qd)1O>-6S*ZNTUVo5*shg-?`>jq-RiQy9o^H|OpIcNZ^$L7Kar
zls(jeva>mSPKmgI>%C?kXph`u%W}uSc7)&70w~vQ+)cM$A?VCe<MrjRDUEFAxK$yq
zW~)VLXeNSzWgl8@+el&76KtnKiRZ#pE%tD?y1+%E0&{~i&^RbI6w5W-VKU@O<Rq5J
zz(#2=u;IdNW$nsJC#opfB|{;kfD{{*#iTgVfU%z0a_rLh*2{^sC47N9JQBR_PciJR
zfhic3J+~NABLK-){wX!Wy{_;db^VoBR37dIT|aX8O@$AH{Tp(YIudRNUC+(?Th0M$
zzOeCk3ctOYFwtjF_8QVvW<)wp4tboBL!j`<VIDpze2@s@Us3qL-(FZ04c39klA(bg
z8F~1j%JK<Vymo6Q0XrOw3p)~QXX5GPqZN?~0YaU2Waj1O62X_v+J)LmU6*dyf()qa
z*a!ED3;Kd{R=QEhTaf>m&^vL5AK++D&g%5m<#`caqsXuXi#a-U!*}P&Vy@A2j;qkd
z1510`BxWsChm$E@k)Bd*7Q#7}K_=W$%2X3zo0ymmtDZOFcI1%!YKZfVfasM-VI=rj
zwE5_s0Y`y@cEud@X`dfq>by@tW{hYh#*+jTX8Q$|JcVR?jPCj&n7U4GG8_Y~Fd;*|
zEi$h(x68n$Ii5Y0i0$GmDnS)=!kWE?Cb+`&Q4*9WEPH~>&Y6hcvS9LmOMM}a0bQTs
z#*3KmDgOG6&}-~6{L<$=C=0~ibldF(L)6VWpy{vrI?v569B~GnPGWSpt={Sd>@}Fg
zWL=@Mz$vtRnL5$<+4lo&mz_wDTh$l`BIZ@3v#aOeeTduZ%qJ=IS(x~3fu?gmg{PM4
z2Lyp43nQOwD9Sx@UfgfkI>069pdocf0|z=dGE{%D)7XKdI#hunFiyFDHqzqJ1jtOE
z!h3jdb^8FRBYFp)AdQ+i&{N#&%_x&}Ap<LMlrDl8>YJk2kaFENT!ro_SIwDxy=k;j
zh6ld_Iljelt<AGJRB#;4oY-Uv78<BGEHp4UdS<R8!KU9HkLT4HGBI@Nx#oU>I7nUW
zMCgz?Ca+MuvzVV*E8j1>Eoq*2J9Cec*T_?q%2(v>z#7O^F_&P~=;qsiKo4I;kcA$m
zV4VSEdtZs+z8y&ofgyd%V?V}lpGP@YUWUIG<$!5)@xe4Yn$V&;!MRG1PxEN(@;I5U
z`~f8MKp+KNv|9+7xQ)De83*n%Xm?gTxyn-$2D;Br7_dIKa^#AJ0DBg^rf+GMGNF1p
z=JsGhVgnFbiPF=|1?v!77+66=p)@Rjhb3a1l`|jHh~NyJ;s#h+ZirF2If#A-9DsoK
zHdCIX+Ft8xBT%;Fd<pYX>41Gm*RSW>fp3M)Ldw@RJD5`Wh5-%SM!EE%uZ0pXW8=;`
z=}k5RtL_qAHFO1>Bpcd7(976jB<M44-w&~cCTCeu9UUN{ta^Qt4I?=YB8j_ThJiT#
z7OZh%Yo6`oroOP%X*oUFEEJO&p%Ma_LAVCOCXPRWWR<-KYr2e-Sci}mdYh@RIc%t+
z9Dtn<gNw2!E_);>!C(T@baRO*+h9u&=145B29LRe0e6G)Dn(d!JGSr>2ke|oon+Tr
zN}Pjx__8-FBy4;rI~exHg3*1l!)}9eow93PJ*ZSO3*#_NCuUMlzzXpNj(hkVT>(Vg
zHPXX%y58l<Y}sgldx^|Ysz-AQY+9q()l@wS8|1c7*c<tgH8L$&St#sSffPqGCFhtE
zl;O|?v6emvpw*s?<bZLYeFIq_8M#>K0fX#;FID9MiDNpvB_-yz$hFhR21{5MIU5<d
z2fivvTBOlk^=6K8%d+Dx$PBkvHG=fAIMc~^4v{3T33@W;FVn3V(c2VkXk*M4ZpSW%
zpi4w}09yoJ_}Fcd^w{#?Z#8IpE*lmwHdo^Svq369XpzGP1eGc<RmC`=S~CpD^ONTw
z$yEa>Fc`5Edzwd_2v(X=dI6Py8#a+w@GY$5gff6YSjq9qt2%V#aORSTn}I>NC5ySG
z4%Bl2GIh%OKIigjd7+%0z^Xq;7K1gF*$E~elf@&!R~8n)V!~2o;YK`wZhRwId~Phz
z_~e!>9tl2Xj312-(bx)Ikt%R=9axdz^RXCH%bWcp-d7T3@4YC%o2&1Vos4YMrbA!~
zth8yjRWmr=CprY6pbd%c<|WP<N=3l(*?QGDHWXDn${Vnyf+*AmZWzXT`Zl9FakUn8
zD_K@c;+Di<7?fwCJ&o~5rka(%#Mb5R0=#ZYZ)3yIBYkrK$_Iko<59bcyO6gu;_Q?N
zgX@NxnVGS_EQd^TaJ(gT2c?=ZT<Y%*2(ar-10v;SGo<gRA@PT_Cb=i8i4-r{i5i6V
z0j5G|cF?hGSPg0sKSLz87njOay5$`Fnwp&@-P5#O(b(AugT`E}=Dtkwzg!C%l<Ep-
z=plEQ-NtW*qaa!0-_k6=ZvZPkaF<}Ox(*F#Otg5}ajF)&VEN(fulDdBjQ%siuanUk
zb7A_XzDE6a^T|L*gJMWVaRLB8aLATdq{ed6Wnnyn=lF3FhqMp01aRG4maqISD71Pv
z8IfN=*3If&;B0mlK~R~2Rf~DatPg_`0n-u4_A_U@0DT3atTm)i<I#v@4cwqZRx}Gi
z8mzBxi~gFjB^GkPOZB&n$ZQ3SNU+@nz=%`~SOaM3=at(b6*U6;vz6N+@2Wz;UT`wJ
zxh2Te24o5$#)aqrEd6aE?4=QTVL#HMxFv#)O9U8^=5-@7Nctw^(TEJmNgSYQNcJk`
z4kcmzlp2@X0u)Ne=SL2GZsr744-s(xsu4jKz=+J2@MuIp3V|Qz6~lqOUtoi`3>GJO
zCO{Mvq@-`7JaiDW2WD9g4|{_msHWg-b+RT6yNwkwFAfIPc1C5L-2FWAdfk*IcgJ05
zu*5ErV6k}a&5xJpVyQPnkDRiMtgqXx2!rLe<jNJHIUVBT6zDziP}uM#kl@}tmW#Ae
zU{%GPjRX6}wbwhn>=;`=b_p>-=BvYP{~?x~FP=U>O3Z|E*FAS_%gm%o8!RyU%2k_2
zxY)tM83$2riq+IYO4+lt$i?!Ux$Uy6)Y)_@fc<WZzP=3#@SwnE2(aL`bdF%bU|gr~
zVPSPN!LlB0H1G_l=(teAD}tCa28GvgNuu`F-IhC?<KpvTu}t7)*C@ey9FzdK>53GB
zH8un6P5|rE_<1#9mNrO2HUnd7utafZO~JsO+URYY_lLwg=4XOO7sD)!S8G%-*1;8o
zL?c1udQfs1*j-_E1d*uORRN?kK-=(UvIo(-BR9;N;sPj2Km-dCNLM~CX4gtQO9^dy
za_y-VQWf2FAH^fV+&o|OZqlw;4y?`7he>okTW}8Cy-k^-3XUrxYsp}ly_p?aVp|h6
z%NUwJ+XWGw`!Uv_Fx7k4>jBnphThNSxtaCF=AsiMqV1H8bZ%S<!~-#H%{AVFHI`R4
z<O$(CZ&PU_`>N&fJ5SR=Dvw_WP!T!s!2HM|SWtGSh@EK3k}XL#NTOqMj?T*#@gy@+
z1&%tBo#ZeJX)7E(9M^O<F}Q2k<JsZ~3}|vP=#ae4Ww1@|%9@C4d%_v<+w%pTVmeY0
z(cX&BlgX451cAh@3w8x75@$Mz)V16h<GTAE4y84ixrUbk!$0qDp2Lt5u=e69OLMTQ
z44u?{pVujt?b@1~s58SbHOP$o9dv|%hrH7Skg~o!OO+p_+SvX=YNi@8c6mxwDeIKk
zVzD*U{Y75&U`Mi)8;7pq&ld%eCs4Z5@~mAgEm)_b7gFQq5SUGiysu@xLq+_Sx0!pK
z1{?jewAGU%OO3WFsLjDymR{puH-=xH2)#?&l*0xvq_iUvUIlMK{MXV7*3oR=gIv$Z
zA=q32G5c;5D?1@BKBHV=8Q-#M6%;TU)2AZ|ov*B+Z;MT0CG&IJr~Y*pYm$#6K;fuZ
z308_KD4=E|!5vsIKqNRPhb-_^8&=AklA2v9KRh!_X;eRu%`Q-SgCVfF<29%B^|iJT
z9Ap`vTjd<)rMWZl$^5o)qHRsVt`kdTxw+g;7R0(UrmHnqbm!eF%V;HSO&wmZfOo{1
z^)QW;VAy<G9zg!4qc%J1fStf@LU-$iBZn4cEgiv13JHw=<p7vGUCC~K3G$UcJ=7bQ
zpB9Z=dU!yAv|o`ok;NOVQh|NkNbDHP2_6gGYJa6$^=9a$?hJzVB@4Fr9*MluSdIb<
z`xA>oVNz&^9lD|=bvPL)T`z517ZuFQ7P=&uy^N}S3-4yj0+b(W-IRk1R4BIqRmY98
z<uXjrQ{e!UHgg@rkuBZ9n9lLLHJlQ-GG)3;-)?F+-K;jtOOP=a7X<#jxW$<C76mX+
zn&mBucc|-_3x_(%E~W%&s{(xHb7TvY1G=kv)u`0gh}H*l1CO0R2Tm><30TOX6S{A~
zw=OeAv;z=1X8UB$E_h~BT5hfhL>@J<y(#<-Y2EWiomX;5h`p071b2gmyM-ICR^G7;
z#5@yd)%K(1<(3uM<yS~D8^xw(h;P_kGFcR2FUykGF0w=E73x(<C%{Z#QHg3<*822W
zlH<CA#p@C*#pRZ;N+GLKn(78@WQCQUS<BAKfGXZildKo@emmdHP0>HfK*M;<G)q*l
z?A&a0Ra|6Mxpni2aActrjAj8Nd}_lZqDI&Zup0LVPnwmA=5^xlT&qJiYuBL5I6PnK
z4!YRecH(#fq1%EwpVE2+7Pi8C%PT0qndUQ8HZ`@hA2s&0t+csdQ~V`D$h`|-iFrio
z#yV2t0g}Z4aEvN$qL!0Oe_@MuYEu)iIW5P*+?vP0f+ZXf8yJ(@Vry*eK<3#`!!k^e
z3)GR@3M>TBTx<H?1X+RYb1Sf$q;JookCm)hn?ZXVz1F#}6I)}2*YUX|WPN+s+|n%g
zS#J+T?da}4#jEZlWlXX=VZ_M?OGf9WW5Ld5w5Do-Y5lDm7__rO!%IacR7NfP&CGFD
zPPma!)4JRe<D%$sxJ1NRZ?5zH{8fy76<(CBtGuzmXYmc#?J_sGxv)?tb}BA31cX#2
z*aeWpIas#DVo2Z7s_sC!P_s%+;?CYJj$NMX7`wbKOwl=uq(~mNmVVscd>iwWu1*L{
zkZ7(!z7nv?)V$zP)4}SLQNR{gU}m-{AsF06SxN^^*yS<U1^?<E#1S@MZcZ${O6vtC
zw9Pz1r2>s4e(4_d*x$=uET+A@x*EF_pDC$R8IcOb&@!zlhJbEKUDsg3vS@5otLSd0
z18f`kc4^d$D(!OR3f3VohY!FG^H|fg%LQ}ol({;NyWkAAlRF+cii#5#476%*0r*+6
z*(xAUV4G9h0S~QM%&xwAo$2U&85v8EXv_KVckU>^nSkFaY+hg<*{=fm)N1mnBay6W
zi9ock1Wn}7!E<18%LD6dXlp17Zm!4*0t;ptPc<x<f-+4V1A{zhIPfz_Ps5wy&|t86
z&65l8*>Ye8B8P3Di<T#p3a=B0*dTBbWCtyG{9C$@VgnZJ=r|J0(q(`gp(M=D#bB^9
zn>ymu1gZmDE20Ft452MZPBcif3&0-to@feNMzk&P$flQI2X|wa52jBzAa9l8tYB#r
z*u0bWR3oxFtI<+=m{9htaZg4(+1k&`P@fj0o~~dRTYvcQ=^)wdl-T__vbUV798ME{
zdHU`jdA3qfe*2JQ9KU+NvaEFf)8W}yk5`t%p+ETP%pWNJZ?B!yEGs1_f18CHA;n3;
zz%Q$L<;R~+;tq#dfshpCJ)a)x;WX`>|5(?d_nyQ=MnE}CBya&md7cG}_yWs_6Olz3
z9-WNC^m)BcBlSpgo|Ki79Q-Gm1j>?!;6VON9{k{Ef?)lhSvEj^cEDYna03^?+$Xv(
z>V83&_Y08i^TZ;J$K$WxJ|p?-DDd~;9YcZZQ7%QhKO+c^{!EY*{<BMZ^v^ElVZP(j
zo<}&p!e7+=#LytW+hgxeek{k}Q$Ya#c<OceeNpcd*(V{q=;({1qmR;k8qpU|26l!+
zqlTY<e)s7CIJEqxL!~3Uz)|PqB7*bOABETjwzLCa^g$l>;199^`1@4gQx`ysw;v#%
zp-Aym=S>U%5|8o?!pPSgaIzIP(+D87guy8a2i~t%>dFvc3}FcJKf!Tf`ak<LP14dY
z|FiJ3w5WatH(Bt;fvf_@vdjPU4~3J!6CL{{OO8)t`%L^b{vZ4J+<`A8`y1!HKOc#w
zalIe9f0#xJKOMDxT`9aMa6A3|qBp<3c=&$MJ|CZy!mscbk3LE2vufb|3`JFET9FPi
z{iqdTQhi?guEZmqf0zV-Hrr_5IJsWI892E9sRsaMw-*hR6(7d03l7j71$NV>pqQVO
z;H3iKtp=~s5fkt(gWozmf1@L&N%blP(A?~|34D3<9`yUYs)3W$<wtZx+KU^Xm>jgn
z@IV4v{DG_NM*arOh!W^fFr&MV;_%*%=h|N>^jp+cjbCKLuz!`*rxIV%QJi+@ff4rp
z?^F~(KY-DAfBlFOzkoMSuq-{y>f5bP^lyq}xO*B3BID0f!PARL@Tp*(gw@9>Fo|HS
zE59h8N{{zHQGS-y3)WxIdlL6B(yyKWpE$=Cr9tZh1Go1^{7wNp)+sB1Iq=$xq*9&O
z|EP3D=y+fr{%rVh=%$f3@c&tnPkp$N7+U^RM0DaX>K^Gl075V8KR)~xg@ga`wbn%k
zJoxRpqxxB8e)2F}y=;1X^7YC9eZ#yoDgeRbNAvdA0|rK%{&&rIK#<`Q`S<ZnDB$%M
zzu?Tj$Iiu1tKgR?bkSevUswdko*Mj|+SgkJFVx7=G6Zj|c$_~sIexnR^{T^&i9lC=
zWz>EFoIP>#S<!onulvRSa5U-uv5uVLB}*gc_w4*H0n;mu{|igQ<b64Bzr@m`*#0Dx
zZUFmSUp*_od-e9D_OuAR#$^D=Yr5}q=V<81v+nz-04o4q9P}+zf86;|lwQACY!ZQ&
zEWKXpcK35$p8NGG|4*GWu1<A0&5E?n-q^jjsrJDccz+z48K>IVp#R|c4@o_QSLFjR
z-VfgY^?!ml5CLcFuJmgY^HY&go8I20^Vq~!_3Kz^nnvJE-4~|pHg-?L_qi;epWQD0
zh;e%+F-U&)z8vK~$^wjQa(L|Xi`%bs`i=%TXybpJD!b)l<?-)tSE~lMSkqVF)gQ)V
z&GFW^YaTi$`G`Dw9%Dzwd*7})ye$XJh5Oo1x4%uG8z;$q{l~lCuI>(#=f3vs=2t7f
zKG&WH0bKlJfuN=#FiQ9E_$qrt`(xpM;o$unaeyLsDE`inpr`fGf0!x@^`8X~UyR6`
zHNzJa-iV3s8xac!ELZ(gA>wX4{)LCnoCXjTRzDaVzL=nYvFq?f`+qA1F$KQazW_0~
znBR7o9tZwT!~Ct_Fp2#7p9~IP%<ngwjK4D=lv@DygJI%sMBZpI{)LDa!Ri-zhv^5D
zd{90BAw4WUu*ic7E`OYG<7ugcd1U!7hX#9x%{Q74^szd~(~m*?cNT$8KOg`b02PZ5
z3<;p|10myXT;2$b`(b^v5n;&B6J&41#U1zGB`laxWBgOWg1H-)H^YMc`@@19U@@4J
ze<F23{#jgn;iLQw^#xA;)0q+cak>+a=Kan3;%{z72G8@^@BD$Bi^pNTZBClKf1`8p
zXO+dhbMiOS71-c&{*XolWp5j|{$MonXL0d&HzL5Z_(6ej?;rfd3ghn%4Eo8A{BUk3
zeHRb>3mD_~$lkKG|2et!N@@!vEr!(Ab3pPVrMB)}zc)hTKC|>@*YnRRje7>ZyBr2c
zYbhV_(fu5f82At5f8Kk5Z^Q=v=xID<9p8+NKbgk3Z~wc4#<M{I7e7=Q<A1X~xo`e&
z7MXyI=c73xelT3zCobQpFz$8vn-vCe=jZ&*fI*MI81h>`SlW}mi#gwli^r2nPXX_n
zadFrD-wYO``#I*re=u15N#FB6-2E3UUhL=x3+`ZX1gxqK>f#48BVWV>Z`2p}e&d^g
zahG`go9T-iFoxfY57+<=jQoMNV%+bhe<L=&z}B0=f&Dor<G%X$8I|17@q^iu`?%mQ
zhsNLA&lnTqKO`{jJ%xV(;~$#;1WWEuTl>J}kF~Y$e(n4(hsHevZ*(^9W9IM9oPfOe
z6F7hZ`JvKW_p<%Vv2m}r-iVDmbM)Oo<2gP7Yw<r6Fzy8VMqK>q@Z^32z~2lOASO|U
zz+~}(_`z^-@7uo-828oR9Gc*dJ42|)c<yfo3;+k^1IUSkgvJ1jA1G?QADA}+<36wb
zW?=kDLvoi7`R)wK7@2@yix1QQj2|hVaX&I|M8<vfHzR|3v}I3wN8hM2?p4<J2aUm)
z08{{I4510}11-OkcZsGqLgRj9-wutt_TLDNd!6^)L1XkYfK7RX#t(#y`&su!WZaL;
zUyY1A_xZa62H35m3@*mv!?-cyN7~MHzvtzR$oSLd<UR%aMxAjVaesf%cs3_sm&T9f
zY1}88-Uy99ZBFhthrAIQ_d4&pgT@%004L+|d^7&f6P{3aj>4Pm$^AydH$vkc+21EL
z!0w%=6N}^z<ZIkJ3vW~#_gjD7jEyfAY~Kiudz1Fvfny9_M{tZLh5muCaWC7y8XJGo
zq}*fk&q3q0_o99}HE?_J!q;C1`qlS8{*l){-p(kz_6F2LT7#GM6y<~We}r)cUhqG>
z{P{6k_^JFWZ#8;Ba(v_I)1kz%(vS5H)Z6PO#x40^+WiwPJlqEdZ`Q^46XuPo_<N80
z2H$>E#N!KUek477dke_ZocycR@Sk+wegs&IFQ@s@j%nPb?cWHC`%!(nwzvxm{$|=@
z%n}VgJ=kLVLm82KGw?=S+)dXv!{UDV`)>vdu+{*Qhd&@J?h`z3gvFh*`4=o+zIJ~)
zoB(}#tH8gs#T(w6dY=*gJ8FyZ==cw2ME<0<xF6OxtBX5z^EZRVcm#AXA^;jcly7mL
zk@<^_$UUt7cf#U3&IhUBbD&P$4xhw179sdj+xS+{f0q2uutEKg2lq3b+dT^GfB83X
zj)l{G#K@<Wr18&Ja&xyV<5x3?pOTP&;5&JrD&K!AMg?zdeH6rtbBAAL4-mTL5J#!~
z^-{#xXP5(_ewEF?UW&|*Bt-=OPNn!KmQDV0ETZ(&N%rq;MpHi!7E$u)#WLTU6#vBX
z?q82Z41E9f(fog3dht(e)%@$Fh&<)qzc(!YiT6$Y<x-@d&MkazLd1R`wfL-jzBeKM
ziEWgBITD{w5PWY!d<q4A0FN8}hnVO86;bqSG)E&ieCOSG<s-GX3cOz)iZH9dj)^gT
zxZTxx@#9aR_WL%@z=zL4YV+6sXfyBuP``Tc6Ys;j;@y9I{0Ur@RpC4F!*H3p=ZBx@
z2jpSA`1RMHV54@2@1j1ywj%!o%YJgKP7egZ;^a^8u)E>`Rse0!shpoae*Ec1>P17Y
ze+-ik@BZh1{~zxjLeQo~Du|Lz{ZlCQg>Urg=FndbtT(Xo>ocnlZ5$=#`}V^-2e9P7
z2iHRn;CByWk?Qi{9XC99uodlL`~o=f3;Oc`!RZHr`UPV!ilzSBgOVl>Tvj|F*aHT>
z8vcMX?{VrqNj*i5?{2~xVoxBe$2P%VAKsm+DtiyZ*X#9{EB;Gb9AOlEj~+%a7{h)B
zC4MeD@QtnZ=cN3%8<8P~9O%3liSf(8j+@rihj;Hji|THj^A6ALWOWgZt#}96kNg;X
zBesOmUr_j&_(0z~fRDl#u~U6?vMdS@&M@9^=7Fz@e|q$(p`m;gR?*!D+DA6IsQMz%
zeA><fxO)%2#e4kluKn5b!Iy}m>fOhQ4%~>LgHiZ-#oOJ_>5cq+*7WNz{R2V+{@}CJ
zlJb`k9lwB&vk#6UkQf5LCh5V6oX4O;kHh+E#UmWX$Ik^0>b;+WsZpiHCQYM{H^|MS
zs0J_}?mkS7Th#eku@^(|Ou^^D*RwwY6tX`f*v|;DLDBaZ`JNyk1bzRQ^SKeZmAs>&
zq+S?wFKFN+4dOk4yhpK@G+vavr|~#Ve;1XPW$);0PIc@iP8hxRrR>jvaGPjPz#8BK
zzHeRngWCA;PWQ{SE)M=njNd8@xOg11_t(&?P9W3t=zxJ?e7yCEt1l~^{P1|HKBClP
zG&|IKy!Ttx9%t7=6K1!_W2pCd^SA1S!y3Uym_5S;$E}UaexV<^33n7YgPY7bj)&<r
zS8ivg#+$LdGh?rFUa1w1Bi5Hl<sgI`e<mC#Kl}*XfBm<X`*&_VR0cn5ZURFD$6v&Y
zi!CB<wi$180qk;f@bI`6Cfrt-9Jk`+c$rPsyT$Z+oK22Lndj2w^qMY5g8YP2c<ws<
zU-KNH2^_QHC(1^gtT#e?b!TmPkXj~q{(lvu$@QS}9I^u~>}IE}F6!y{d?ff>@MWdn
zc?~n5qw6D=gYI%yLBDmGo9o<K(LvV)&KY|zaYOIcpwRQrTI8<t84!y!<u0Im;MsA`
z-<P`)Tys;<TOgOie7a6$P;?3!;JM>^3hn`k078iZ220U_{KdIGZ`Y<U6EGn>?1Zh7
z%}$fnYS*DQ83}GH>7=y#keTY;u@RzmuWv5-vfJU>RNbzV3$^OilegVV8y>0W^F^vG
zrl;fnv;d;Z4aBTeb2%wG0@j3)AiCNhd)pEt$3k1rj#z7toiZn`O4lNr9j>EZ;t{@`
z(Sd|Q0lpGWJ4XuV@iHVj^_)V}3u%~9=I`SDNHBMk1?DH@@|-QLIHSTW&+D>qs3z4p
zZVtLX=O=3bm-SAV0zkNfY)=9|0bfE_wt~3T)zkdAZ;yMS8wsYabQKjzCk%Benv3wz
z2>pWB`Qynkww)F3Xn8upHAD3m!m;(Xm+Nut^5VP~XQ6lT#4XO`tNz*@vymVIY5i$o
zTq<R=B{e<rc9xmBwut&Rsz>|SOC2jK+!<QC*tfbr5`_3@VObFw?&GXJBzr2j<f}{O
zI7z;Y^PK9cB8M8-0YC#V;ikd>F`nVrEs?i!Z<9iV_O>jWX@QLdXOqI1S(DTaQ4uQ^
zsw4}9xSylbx+KZm+$p9}cgV7kJPuwsfl+M`hz%?x5l@S~F%ilgVY}4XSvWE@5@ans
z#*Kw3I;X9iPnf;SJ0*qqbe++?CHu~{uFk$Z;o9k`=B=pF7*1Ss0z<~Mr%bb~)tDCM
zp?FynBf$jP!6$el+J_Cy@e-p^yPOUK@(f9=VtOx%zbvT)S2zocdI8585g@IJ3ve%u
z1Ye=Ry<Ys4l25EXwlxwQS$mDbmAfnc)sp>Fzea-J>fD!Na9a~w)~&e!!$eR`3`8Y6
zN&tJSkzmP~n?kgAd4{XKi<Nwj^Wka+#D`J*e6L(~I+*{**>*nDQ#X=}q<2ZP3Rue9
zm%CNN(uZrtCIy?Fkda`wR>SKtJnP$*?3tp14^$+2Uc-uuT7x$8V0tQG5sIX}9Bl1H
z)@E4+aSppwc3gs>U}W}8i^~DsQ@26M6++t(^SReZFeikLBwDA!sym)V$)MhyE4bNc
z&U^`9d2MD9SZlV8w$ky9;Z97|@v~gGy41Rg3HSyZS2VA7f12yoW<z^Um`*pFIPp*N
z+D$S9qi9wUio%V7OO9&m%B)+@aMYZhcvfhmsg>z&h^xy^7q<M^<%8rN32aH5;%ply
z8@-!yvo*db`|h}xj-tNlWh@&9;oHAPf?&k5Nf9LShFzdOj?@;O#I+kQ4bwWa;tnPB
z&1QLS)P=z9#VT7Zpl%rmrpSl++F3wAg>Edl+0YJFjRa|QhRO)<cE*Cg5`BpTi||rh
z4huw)r;%?FlMPXVE=e7$3J}nvK;`ads5mXS;}Jn1WY$8v>}YB$Cm0F#Jk6M1zkzl^
z5awqOV-w$^F}BOQYd1a5H}Gc3)XSBzIM1zV-;#^9+NvVjxR_ctGyHr$iQIAyfEUOk
z!9^Q#OKA}rhP$k8bWdwKPM9kMgSmmgv4j)(S8r@<v@zVkludzkM}kxX7=o%D9tQ3)
z=H_NwuhywiEWLOeZOVhWt)^&8_h_+%b=S4zWr$y<D61Y(Utks*mIARZ*|yH0`AAR_
zw-}khiq-&?p=#ubg_iXnyfG5|lY}ZFKYD9KT31FKjs#;=+7uQWA18tkwY;?KCgJp|
zCuUeV(@HV7vfU+M@-9-c*yzO!kHftbMq!n1_tyEW7)r5B=gYR-PUw-~((yp8ii5Ay
zRY6{0`ldLZbp|~sjxT;~GZfdQrqLUDX1ccJ$`^OW+z2vJimnbyDoz<Cn)Ft4yr$jp
zWSWR(rR=sMSKED6P*{MtQ0pC$i;#-`Vo8hEgq-8FaRH;y-Za`s@TS|oI<3e(w8=N;
zenaAsGuzMQ7*g0qJ~#(i#4UrWF?E53VO&S{?l2O}HYRU!6*oIXcJ5C=|1R}0U^vNS
zx`3@_8eAuqzs%6EC{6EczYN<}=k-VstLN+vIfrp+bqqfv3Ekd`PK?L%3ER)uWr{<F
zZAM!+g$gUqu_f*`oqfpE$$X`h+kAFz4H@bv3D~-kU=`--qfY;7zp-UAYdQsCuprs=
zR94FN26ud%wPx35E@QZGtYt*FO+9MbLZNAgO;(3Zwau5vHL`qvSBVU2Yw>2|=}1Se
zDc7A-wimMa!OEN7(0N8t4tZ_tg`I*?Ghj@sn>%-0w&xBeC0GGbnS<0WY+ckuI$#Xj
zPStfoU!plN0sh29$<yu-xnVKQNCw|0`e9l2Of%g&5qajzEMUhj&$Di~T=T$ko#{=w
zjAOh3x@f5pXS$&erl-R~;K6`Q{_R^M!QWT(8>I~1WLM2?rp#E^uI6XfBIa8s$tXIo
zh>OT|Tq%m}tifg)c4GLTjLa>DKybzCW$I#mWLa2ZM>AMBLKA-JC<R9=BZrx|_RdY1
zFH$(vYPf1mRAO`%XX|DC)>|XNKU$k0p$&uPS}!w9E9Xw7u<b}tovSMwc-A{PSFvIR
zr%Vy+>1KT({mHbO08Kl`u902F&y&cr`vr_4I~W4a1Cb}z;FpXT9tnOG&F47980cu1
zScwU)LG2GJ6<1C$OXZ~#i2gO7m<cD*=!7i;p=rZ&ev={W;$j0}=e2Gpt8Tws%=c+G
z(~+HNMmtv!JYX<^$MG98+1KHVRA4uPR0+pC#pW_~l=rl+`3@BehlZw6;R01ak+x-%
zhd9is64X-xZ3#I$Mdg0Kw*UsLQ|0!(9WjL}AnTFCGpibNaxdr|ojTnVyAa4^hPR?~
z<_d{b;g!_k0hKt;Au4=*V;8zSr9<4&&PuOOpu-k95`~gvvuJaRQ|9wLX?Ko!nE|Es
zEN_Mzl-6WReOqsU5jhKNu&mI<$e}lFpqU$WEEbdENg)@`e$6=+bDounqrf720nps9
zrc)4V{k9+%H_w3~m@BS;n2h!`ALm=$ViR|<?`%ON1<}mn&9T#=%#o#9DB~cSPJPel
zE<ln2%CEgCx^$NA)>~CB=8PPI2->g(<xtFLb9plJtR<QP6}CJTQs<F+xtNnOud7<M
zm?xI8AY^N%<kWnJdPW$YC(?c$aF<=4LUy_v30}a6&BA$})@dqkL9kpW*a?$*^<ZxL
zW5T2mFnI?7jwBpdzu&$w68v_t-(O-R2pF*9Fx(r(yjWh-^?Ewx!(vu!`L6MFCs3A<
z?MAJXA+!r`Nm~`G{cHg&*A6+l>;<l2av52hu@8?Nir#etZ3AG@>S@rOX)q=J;Ej>s
zOF}yyvSzg-dsIS(h~J&ilT5GaqZPqwUeN~}Ib??AtX76tgpPf*Ee)M<x>m_-x?PFZ
zjUXX<VQx?pxJ3gcfw>vbBUk?S7~@Y?dRx>;<=$or8dY+=SkR8gODaF-y487lGLK$3
z1%d4pXlv9_PUmw7{FkXl><|T>(v~W6YnjT!m3}r(WLFR<-p{VLx!iG`((e`+bHw-i
z_56Gd^BJX7ff}DT_7scSIh5Fa5=KcdN1Hj#=kt&iV(73@v_Ofn&H0lzHFo*apQ0UU
z<TlwXG!0IUm~dfSj71QSog!7Xkklox$@Rj~t&33Y`rb4U<dpinn=VDm^7lM>i|FAi
zr&A6H8ZtyjJRn^y2T2-&6oqqO1?T)6FD`^Ba`0Rt)@u++SUA}QS>1}vIY{YbH-o&S
z1i=`*y+u;3zZA|ky4DIVQrGQb*Phn%D{B<8Cb!WF#1S2pOR%v#M7(ee=)rnB(;BY^
z>)jAM4bvddG+{0X;IYfxY?o67#6ci4Rsxe}GZPk!@*Y_Bu{gKtMcWLn5)NZeC84j}
zy1`~BdYyojK@K0a26zxp4Kmy_g)9Hu7W-WC%UdHs`1wA=?T5(6x`?FPxVG1b2a8FG
zZrvSMXO4}{<5~~%4NO=*0?BKdayKd!f|%8k*D$H2o14SgY;5f0XrditZm;gPv&^w7
zdJ6Jm_+~~1Dqih<B|O92bcaPN;4W@7Wp$y_UdPN{T4*zFUzj1{wKM(}fV0+AHzQC%
zy`-(FIHTaM(`PAh>Qf&X;A}jJ|5?PJ-5R^x6`)&tgn|5kO!m{N_p<rc4EMs`t=W+1
z`OA97u2jj&^Y*-7vgN|0zzBmFR!$}OljF?E89EY7!rXf$Zg?%0`0U;hq?k5_3KFpB
z6gk(tw7uTuGVsDWC2=EZzFeJsY6uc)cpcZ4y2)mRCJU=5%6BRfX%qP<$|oZrv)Ki*
zmK98ZxOx>*cy?efOGHI)!Q&CHifsb<3w?QHtSHoVg2-blp_<G}+Ysapx*2m`p011#
zc1u%T^QNI=-8>OG!o~S{tJ+p4cN-D-G-H=r6J({fSJan#lk7^m*+xw<?dlz&YT>Fd
zoJ^e^<9cK5_j~$8ScDR8m+ggF3d-7En2D7_dsaZ`?M}VrZE6y;*m{RYr<1XCwq@yP
zbB{m{ld#-G=88US+6f5QWm#f+Z6UHgFtZL7QBmu~bE|{St298-#d)V7H>+odMz*c2
zV?gjaTblY1^^6Y0bpoOu0F?~=-QzZP`HQ%49LufDXWoeq450Owg}344#e79j@EPyo
zRdSl`;|UdFi8^nEX<!Iu)NcWyk>D<8ED(tveAY-%-qu!Zf6yG=7EqRAut>+UQ&Xs9
z5mR1TPzMZ=fGq>bM+SIRb4bcg%f?g<rl1!2&8B2noZ$z)3M?C9803H;rdIJp6nbK?
z$D|fak1M5sY-L$CUB{d;m2~Z>$eIin<K5X+DTH1oDHke}*~sB#$*e7zaker%3(k0J
ziomIe>}{hsT%~*Znv3EE4$>(ra<R~C;NJU(2@U%ogt<x$!#!TGB*-v~1UVnZ6X0xo
zt<YPZj|5+9=`BQF)*lH1zDIU{Cz04D*G8chb{rBQ2#Okc%0}lVE%YKZMuK~JY0yc%
z&*a^;<f3Ag%%_eZhBIhh>Bsz%v#Tq}2W%q*#DnuOp;@IZ%pz3Znyb$}`H|pndH0`O
zgV(NhdlF|*-vxQA=}a@cr9TpcE2-L(v!zw_hZ3Q#T_rRtj@h+Tr!Uvn{2J`eN06jg
zcp}3FvF17CWRLr&RTV9~tFCzg@E|KhEt&akwIcHmWpS9vhh*+)_-?CTO8R)rd%k06
zHMe8+JnJr07;Uv#3XECHrYa?zacni&GNc4;K@!{sAUVU!;Ckb*0B)QPM<66e0hH#z
z@Mj=#4noKK;_!XRE&-`+kZ8LE<OZbC59UbF>on#y3f%O*_}5AT)*jm$34UVjiv|Y@
z+^6E-C<(Y43I49mJ&6IN&PMGtrgomAr01w~B={7Xel;rnT@TU~gC@6iJ$mV{@W!R^
zDkHa-C_KfHp<?Hg9WAN6oh;LumdaJVOnnT1&ZKi^HO0`dOXA2;=V?mE3v8e5dUclH
zqR~RQGy>TAAbKsx37x;NwZB_ke^Rio>+B~Z+@5<IvY`mtgN1;Qs_FXwXYV`Unp&3s
z1q2jO5G-J!_Z}b+dhfkADFH%<KoUAqrK40SqJStxl%{kG(mPmbf}m2B4uS~C{{*bL
zzWW}}_rE{A@976f&e`3wJNrE|voo_hAS**96(dh5N?MX%Tg%IXOO79@>&9pAwgYTU
zbzs>AQ`EO}HQ;dv1IoJ;LJx(IF+d4wSn+s!s=K>tNXl7oJ3;mBrPbxsoSiMbP}<I(
z7SeXsQno04O;0uhLtxwjZgTEBrYaXB6)#;K9ZMrg8x<8<2Spw|O%0@{ijAHgmnNJG
zY=Q9Ra<H^UyMY9y?YSJ?&@QB%3yvU=CCtD=TY$~Qz`#kCM-aR{%lc~8uG}aAc?Wl8
zsJjdB+RErz+riX%xBw@CzNdkfpeCT~s#!R=vFWN>dAY+4pk8`5PAbysx|YgZl3;tl
z6QIehrtYK+_ZHl4@Y7@2v^>#HCU<USpa<xF>|Ai=hAKdeG(c<+J_kuDYkhTKsqgFp
z2ns7UTP-dxUIS+?MLsUHPl{ho;gd=%{pqTQl&YSlzKb>7LYrGlPzSJG%PFZFxS%X~
zp&qtw(vG}v13nO+tF$LX3P6K}0k0!4MSKW#9*CDT4C0L7m)r3LC|GN`D{{%J89DJO
zx~QmWD{C33Y4B*vaH}i3IHSAaA&CNkxxCbYo&&x$Yq+j8<kJPftEP{FTWPz<als@d
zL5e#=HWaY4l><nyJz6$>eh6UtQ$Ty^&~xG;{q+JI#)d+vBNg?W+))NjC`ElMLy&{B
zo0hzbmA96x6x0U1WBanQQD;+zORMO)E2|>l4hBw6>RMoBc{M$dw4$S%t~*>sQwqiJ
zWzX%&<!E6AtjYoV?C0s1RQmdCG#<7m<r64S)|&iwHtqtRI=b@i2nD!|uKoA4my}l5
zKzj~<G#Qeg=3%En^kitmbo4cpAi5||86~i*y*88^FwWRp=qhS*YiZfo+iA+Vx_DZF
zbV2;GHip1TLCu~Up{FSCrltmR)n~KO;<1B5dE6Yg8+6jtRziBoIe=vx+${}V?Ep59
z0bro>Y}%@FK=1Vx6@d^d9Zfb39XVY<=zYtGkeZMk9h=M19`5estn1)zrRNST#_Ux!
zT=bC^nkuq3wki&;E~;7%l8%Bpf?x<tP>$acSg9xi93B9XhNGRJvpY%y1_m6ne2NH|
zfWvkVogKl_x*kXYJ3R+oC3yuyFL`%4O$|vIm@7gFa0Pv_{b*|d8m^u_#FIx5AqAKQ
z!G=mu9XqfAzmuVsw}Ymv62CKIyFo1-DH~f2MHv?ZgaIJVAt-A{B``3PDozL<Cs(Ky
zjF-;=$;WG>Ed@5@(uOH(tLYgj$?2<Udw>!A?gj$ZNI6M0S8oeRK)`P|_^A&7Z4Cjt
z9>`rs#{~lNR<qF5P?Cpu+6XEm?L6HS1eLh-wDol4x#R(xJlb1m>&4~Z2)5P+b31|U
zK-PM2Bf!J9-JqJ0wx+kHmZ}U8ngLdIkVa~9ORLCwAOHiblZvbp2xf~mN_?YVcysA%
zco{(4`8}=qU10pSt}qvEFMgCFFplj8Wq4d&?KMHN8ZO)@52%(W(hvlebGKC&)R$BQ
zhN1(g7$`wi6cCP}Dq!nkWCUo5($WIjI$mnZ0<t#B8Yp$BuDl12hqArucSHWB3*Re1
z-`#)#|J;><H5{)KQX4R^t3W)JT(lhQZR`c51*~@XAzTiyHv&41nw*-fJm7@%;Njv0
z3pyaR0o_W&OOTrvumLN3x!HsHKu{i#I+uf$6ck~k=<4C=sU$C{uOukXYw4w}p^Gx$
z+fkOBWmVi%rICp5Vfshm$|dL^`ZeHaCz=Q|-e@<`cj&0IKSpW&Cu8tbRsTGg&dKSA
zfp|!i7VK+u<qyN~km%qruFtVyKykVsMf4$2s@BLq@4`+)s!(S;YZwxxh=MtN4b}V<
zV5X`nBm=i}Lx)=`%80qS*;xsJdE_9#no3rVk5?81l93UV0ZGdWLgb|61VIoPkks}x
zeP8eEOre9;fP0G0NEFoB685=G2oD%y$;-pX!OtsT#la_N0p<{d!Jr&GARazG3#gR<
z$jb6_yWiCPL%T9C1h6~SN)7>c+Kw&#=dpAm+XNS~!|aeC5WQ<<ZN<S023d3P!7TVW
zAW%zQ4gs*0g@7fP8_W%XiE#a)?$-{X>9=#+3WI)vk`P{LSy_HrSsDHx)9(-UzBc=r
z2;U6!n_$yV)cri8-`qiW2OV6f4Rihe>gOAdcK;&5fC}h3+wcNHU7a1|fPh;uStkpa
zm6R6%Mi>GHOe~r<0RFxf_&S802EMj|_*`dK9oVT4JWt5l&Jm^o1tK81^x%#FQjvhS
z4+-TmQdd_~*OmnwN)SG<89KPx%o`4Oh9hA}GX%^9jzDpsV@<g%p)M#l;4D2em?Z-0
z%mqa8a=JL%e4g7cjsK|spT_uQ0Dq+HpTq-yKNFwl6?5wTV;sruYe?>onZh>(cA|v8
z8I8y{H-*sLN9;3G5aIg6t*?~&u9`Lqia@!!XdvKdnu=*4?3_{G*TyLEsh$5A1pv+i
zY!UeJ;DLMFgGO<=00GWlM*yH~ClVcrlCg98^SV3S6etFBMxV<FguVZ;9XV$p*!|C<
ztasXxgFB;s*aFa1`9E*qk0ILVtr2P(Km;yQY-g+6Hy6Hk63so(Hx!^qJv*eGg(FM{
zcq5Pi4+Y+6FEKf&BNBM8|GdzjwWjV4L%5)){U0{<wZtFWQH6S<N1$!z4f_`v1;C?#
z*%0y&1AR(C4Q!VDeCccZJB$Qf&=y^gd;8z#g0|nh1YZlfIoqMcqydo#%ry#z0FGeT
zX?FYi*OtG~>YJ{A)81!tqi6a@apJ&&=bO^N)6pH+*<bK465vxEBnrSB5TxylQiD3d
z#8kZiH<}gj9&%{Ioa`*%j#lXYe^=z|7<QUKKly7BAUws+(d$z?)IdYu*8g<#pS55K
z6Z_HA<)FZgKd-yZegNN*Gd23tw~yYw^N%Y7=tIAk+9&{mHez}^->7+j85a=N(5B|*
zMt|fM-rgz$Y?I*Rg$O%A9bj;jHK(JU1&C9C6VPvgZBaXf_`bD&{8V7$g$o>M2kdP4
z^#1Hr|9bf!S4Gd59Kb98!K`rtJ^S37?}}o!_+!2JKaM6Xn2nnw6!C4BwtJ4*o&PUj
z`oY8hhb8pO`|W%CM=X6J+fPDi2Vmdxt1rwClf8Xrdm4_wb{{lAe#HB}SB}u*_`>_d
zQ~@af>@53ds1`GXIXc2U{%J8OM_{|(k4x=b{k|_>#`VMge;(YA_91>Vitn5J=EiQd
zaI`WY^!4Z;c?8@I*lq}%4CL&FUS1)o0pU$;Rev4Wq6R2i7^Q#oVty^M%}qaVo!)-L
zKjg35mHzSR*x!urM+4uv4gCIhgxlB3+nxAkXDu+V&O2*H`EL*N`@x_w+SoqgMq1TS
z`4hpmzyI@UD70Fvp`{LN5z+osbNkXiuep897RJGxyF7XeqxP;3WW%Wce|hrOe;f#E
za63RKVZ!5|Ps{&sAhb&y{2|-J&z;HtA4h@~+|33?Ev>4g_TPesKg`IkIl~`X*d-<~
zILj}F2qmbS^M4m2Fy`Zbc=%2`09J*l-;6>0;RXGRRfj)3|8K=0q`jcd{{sZD-1?DK
z219ZFH1QZ5=5GZDDIovOe;FM9@P6-FWc-~0p}J#?_{}hZF(bQ_82>}W7sdw|Eif0B
z(xM=ADk6YL=rj`O6TpAs?6kk!4Ds1j^7)L@zZ@EviEDN#J}}P^|HalDJK4*&^ASOQ
zvz!4x$1^aeb=N`!^7qb1gibI5<PG@!@)7+UEHE<;>>3t-^L#{Ka+#yW$#0cQ;^%OI
znVWRixcGyPvP(IF(fwaijPRm!jQn?r5zJ)KyT--eT#TSK&o6rCXXo8FPO)Fr>w%FF
zXqQ?i#>={EP+%%2e=}ae^EG?fZze=Qf}FsavVwyD=4#|;aq)K-BHPK!(d^>4(=IUe
zgTI(z{M~^8<jVb=@9;O{7y=l}#Qy;UeIE6$;zhq0w|-#S0<=xEY3mEi_?=8!n5y3{
zp@C^x+O?MPvrGfC1Hasw1Tbr<qEn@QGGhEh@{+&Y?1`xX?h+fANtt(zjh{4QU_Sqs
zgT@zu^1EeW|38)|n2-OPtxUEvrEZH8zTeCmj%m2uCBwkv<-2AWd>DGp-wYT6Xi)<A
z(Ubsd#&2cz6u?+>?iLrHb}D^d@a`HH7?1y(!D3te1XiuT9V~uQ_rzT8{tp)4*far$
zJK!8q6%|CYi{DI){9#S7OMZc=H|`o37>3us8Nb*82Ku*>C=VJMUsA(;gP&j3CjPV7
z_(T0&gM;Vilnl)3zvilB2OYngnt?GhyJQ<b4~@UKp0RBh|1E)msVV#q82?fGC*X4b
z9NGtb{Jlc^Fn#BLIW#akuuEkFbIttAi4(w(@fjQd1Np6%t(dg^%dvsUw|0pQ3~}_!
zLF3E%1n|ZGR=~g@>@IQf)5{ag0D!+4EPyqMDtcj}B+B=j;Q~{)-z6|GtM7Vg!uu&Q
z<a5&bzZoz9IH-yOHgUk9fd<CEpE&$4_oQJ?%r1d}Y1iI0Fn&^yVAw-`IYF|$G68-m
ziSna?@jKZwFlT0$$iS?=Yh>_$l4X3KHvjLEWni+bUk@5+VFI86fChSL!uLCcfBu{~
z19N6~4-Jgx?-ClAJnxr-#<rdT$dpge_>GW(`PS`{X<*LGUyTe5_4$_r1`w^IidHd{
zM7IMoey4CQ%$S#5BIBpU$xnu6V6M1-J!pIpCqR_O@1<#A8k%+qjh_}Ln86{t6epNG
z@0Wwd_UZ&sGCu8Z=Kb$kp73KR3cHpkn1P17ga#(Ee@$or(L0~_6o7vtT?12D*d^P*
z4E@<PHvZt1+a)+KMcOY1j_t+kHaNCLiokD#4NThp)!6t+k%EcMpM%Da&PDyYYhdT7
z#eaMp=#S4@1?vAh=YQ_(QTWjbsFrXy;IJM9lG=*N&dCKh;2(YX^QWc%*YZCI{`jWJ
z?GsOTPE7xF%<AuT2I|gn6WbyAz-#wk<aoeb9PFAGW4<uEWW~Swx(}_}Z!_ZU18ROJ
zKD={4|L1q|uV%wPslNRVu-HDF=6Bnsfnm1aB`h#!b@$u?V_EPw;}+XiBD78qgxLO8
zLIhI`>=G9kuj{U1f$9GKo52F`H2}uL-w+m<2A*BQ0)yH74;J5^uP=?>0s49K`2V=Y
zF3wHGv<UwlxyANgzu!!V{3N%)oYq~l3k-JiH-p9Y7ErVh0if|)=@yt4nZH<wV8ZJE
z5*EL(JxC2m2MTrbM5n~DLD&JA+P05t{co}VpaazZ{l&e!mZae)g8hHbfn$S!dWrFX
zKYNn4zy82Bw_|1ehZe-IM#z67Pu|zcm`D1m0q6LBBE;_Zjs5jh<PrP=bAYJ75EUW6
z6BW66e^Dy_gxlmV$0A7J^G^0(?TzODjj#v;18FBe39eu3js6Mu?q82Z9w7hgFG<Cp
z2-W=SsmT4=_WrBA(LZtC)L%|TfzSIEel;TU{6=i?3-kHai1-s>lz%xAzw99R)rk0c
zDexO;+@Sx6c>e#fivCfX+d>eX=Uv+ain6qoN9T<Fl7n}rf(#64iLi4)0TC0Q*ALsl
z8Q)yrK2j2D0e1tk+5affy^EFgkF(SRH@HBYyj--OTSiBI02hUTMB-L%mN0~vq!ru(
zMy(+uM-AlNMnDl>)DXbyE5h|%p-;=2ANP0Xs+NqL7y&R^Ax|e4AW=JDiWL#}bOEyc
z!cf#OXDd-!1g*Fj0q_ZlLcpL-)aZ|J3wvq;z!b$zz5Pi<gn&!i%>tdsm6{73`vH<B
z-~w`T16kjxx#Z9pjAdY!a4Q%AmkP|;24zbP=HVA45ECQVX_7!8!dJ&Z<FNkGS?kI4
zm(L!QijEMutFxPcv9V5SkoeB?(2~P+NRI5K*w<Yfh>JRRKIVdJfa}$4sO;GRDGiC%
zto<<~QY5c~wMZUa2#b_MMc3N)3_ZE+adSX!^WHPv+_|dN^ttq<p(T@(x65i>P9_({
zm{A_BM)-9cG?7ERIexiExuCUG;gNN&S^=xq(TTBgk%<;+f2+k}(XHWvy*fhm>V;&K
zJWMQdBb5bx_pg9CSm-!dggIC^RMMEJv;7S-mzNe67B1al9b3=XTGVlhl)L^S&MdRF
zRll%fDCgOjom(sJMIHFq;<O`dTF2l%k6uF2qa$jng{yi#Y`yzVAP5s*vie`h-J%tr
zBaUF@UA)k$beU09TH=YF)&<<^Q5{vaTb#<*Rkc56B#1@n6g`j2)#TL5v46}>bWAL|
zfm`?_GK>3Yy>%pr%h(Ys5cj1)-rgui?lSUq(t2gb;(dYK?0Ck(qRm4K%pzpN=Q8S^
zJ2vnm9d9||$?|9xPTCkhUfK6jrh%kNhUq%(Y65Yi#eztQ;vfrU{9eWL3LWms(`wI^
zr){1y4P>~uAT@-iQJ!O!&q{h)J6YPV#~CTiWDl@J-M+m9od6x{8Y^z6>uoGFt9p?*
zpzNW9Ke>k5>vSzFx3PoeUc;96{$tZOm9w;rUzi(Of@964^vO&2o+mYDj3ag9<sLJL
z2`{jEwGLvJ3{qb->3F(N)hp2r4;O!hxZz0M)bn-c`f)6~O~MohyvOVY)rQ1r>`N(v
zFC|-2r3+ym^%*Sb=U;?UP#d1{=eG&Bs=m=1iaXKFKtK9!knMG-eG%$bsh+s`na=sd
z#*A?4f~Ug%L4`d_3md1cojs|uVwX)D8X8)h=J(uLWj=(h<Y?<6IoNdeZo7wgmPX#&
zCsG?9uI<w^)Z;0UeALnz{)*mKnkxPsr!`Z{Wb%pH1GJ;_UQCs%n~R`5iA6HzVbiH>
zmI47R!I1q8McDlVnmsXhK{aGmR}=&zRV1EV6*X*&>||+(k-9r6NSl&$pZ~!dGivLi
z^;uaj-lZfZ=4B6N^5*V3%}0inU3(uqaxEdbiZ8xFHNt{z)Loh(+S?O1l#-Hop^Bk|
z=IVv38rd+fxIG^<mMu=;;3?z1RHv=KLlpG5W+cjNWa0sCdGPIh_P7>tx#Eiw5hs<H
zPsmcvU&j{np+1})=yoMj=KiJHsH*4FVdHdEok7J%6p0@cMF)p8t(2q@<mWuBJNhyc
zAOFxKY{VRD6W79Zt?9(cLeepM-4CJa9}a}+*BSbjOdrVSJhtjiDslJB{7Hqi8oKl=
zhJi1uE_OQJj?8m<Bl6@1IXv8~ono_ID)!jLD*C}QsVR@urN;NNrzO@gS9YDXD_yG-
z%o*|BqLM#6vbC|lZ{zM8`+2h}1ZdN{^kdza-<s#B2|e-t_TluVp7lezZbSZW^@#Yh
z8DvA8V#a#bR^m(7UR>^AIPIHi9h^*S?KZRj6jLI0p!NHY2M$(9(7uv}k-TrY8@noT
zyD_g#D8_*36thM&?Fd9$@8Cfa!y(^W*FU^kuD>Q}`Se<==GoY(BA16mr2z|Ev61gP
zk0wc~w-(q&Lwu_X?;2v=N<TYB6UPE|c$%wbD|lHz(|1;GK@>O7&;I}?-IVD51B0p8
z`XUWv7o1;TF&SiuJ!DSHvWbL%ux=%L(rIYyEu<A|;|c56)zi6XGyehrQHaqkT2@zn
z#09!%WTX519*E(nR9bmFW4?7xsV_aL@pwyHL|V*)t6CQM1)K$1nISz=jF7RF*V2QE
zPXzo0o60X$8w?j#B3<hr$0oWx(mp%y1fO^I%g!^-v*h1EDMY`yIZQ@PcO`v}N$#w7
z#(b#jlwfQZw(xuG>5qE~mr33~&<^#hW=AenQ&)9|6Nm(+oy2SH3vGYtc2iMhm`cPy
zr$Sz=`c2%t6vQXwOx<JYk^^toc@3#GvPq7o`d-hyw7#(6(VO2VEPHv1ZEQK#+d=8D
z^02@n-njM9c*EJ!<!eKyJ6f+bIeW>!ZhXsLHg}{WC7>wd<pl2eQtZv~Gb$HK?w7t;
z9)0`r_PwEa<1;fw0SUooB#?bW9i8&z2+8v?*nxLnm@YYy89NW&780NlwDk6#&AFVW
zgdl2cdWG1}K1P`OC?}gRdQh$YMf|3tyQ_DtTqA*MF9)5#;~wO>GhFg!?@#)QE0N0W
zRpl>pooTw1Bh!d)XkCtg*;**wC^#Jk%3Y}Uee6?}^q>^_^1}k5Z%FuDXjn&h8LdHw
zex{6dpV1-OoQomjI%!v&Zj~w+)r)7(Ek#Lmo|d-99#p(mwwI(OS*CvudtYWNTP9<E
zr^>Othf3Gd2%Ck@mnpQhT3&Ci(7A@XO6|eA6+p4bWIn??l_{YsQt6A$^I^tZQ2X&i
zw_-D_E;{h==7Tc6^w~;Q0eO>yMHaYr3({^J_j<?f4fKo}mAgiLsEncI+2~%^7R<z^
z(3U;-aHw8<RIb^1;OGO{g!|>a3Lj=X{q<V1!Y`RSL9b7#pDdH#60Vt0Rf{X7AomV{
z?-91v*Bg9sj(|`99brdEfPM_LX{<-o42)Q=a7)-Ls&U2Ghesh$D^?($?vxT9g_gv)
zf!SCD@5y)b59o{hBZz}|H^{7LX|{ro`LS1B-BYo}clu7_JCiC1)_DX8{KUC8)^{v)
za^rLk9rtn>_C9!NGo_yCtttn>yx+-yaSFlGr${WV3nkSv**TX_9?|%4oYXJ)VXyXN
z*481D8CTGllkXE@8$^G?%w1ml^IfjF1`*Mb=e$d<G%61qQEFp|*Rrk_h~P`j=_!bE
zU^rrO{cKz40Zo=3T9ly->)07DwG1<{jMdaz8LKgCzSdoH9ZS9$b4zD9#cK`8xoE;3
zU_JK!AnzYXsO_UbQ&~q7nI0HX)rZrLZ|0atn-rBfMRVNXV6OKERpx5<VSIyu{pt6F
z@m@6@<-as_Sb{q?_TD&igO?6!a%FRtonmS8#CuA1A0u-qOG6o3nr;#CUJeT(?K4T~
z#ny^@Qsq=41gHc+{^K*cc<pm#AFvzmJF5wswml&}B-d!8pntGf^IGs@rexo^*D(al
zv`5VQn3zK8PuVC|r%)p2uWA%+L>i>b$BpiL*AQFR6~y3A*5IvsCjG-1%WUqT#m9>6
zkr&k-Z%*JE;R~lUXwk$RQN`-EmJ9{OX*&zGMqJlvQE*g$fAb8CRQ+<Ije%8{pK9be
z;XF>}cDq*Zgq6oK%8iEf=aq|jGPgwb-QJf=!ULtvuR0{-a)Q}f6ru>NNm;<!tkefN
zUD8VsuIZ?LTD$jXJb@1QRjvYk<E50$G9ky->ns`ars_kKWcbV=M$7vxEFZ-4Icdt3
zi}qZr(@4bGcV>n3R-{5J{VT=O(7mbqZg8{Zq~PE}$Z)vn9M%kY_mlU;!uLxz36Y-R
zxkO}4Bt6gYQA|T(X_?VVZ=Eu0cxuYN(Sf^_FGp<UeQG7Dd`8jROVCWm<wJ$ft>at6
zBFL(sbINLlw|d%F<?mS9bu>M0c{pCe(JOka!+6HJ#Q3`6zSnkCr5BfuyWiWizd%`f
z5t(eSVb<qn-*a8C`Em^Ff#Q^U-rx+@i_){}rY0VbCD;lTiwd0+hO|x(A=23p#)!d7
zCY7H4%XrK5$+ihySy^d?KF@_ePCIuBYm^q`>xaKt&^vC@tXWL%vy||PFkUpopZU0<
zi{~S(VN_v0qcqo2(wZqnFYMToQhLwn1CcEwDYs7QyhuoR-gDB!yp=vm&??;PwbH}Y
zQR6d<?jLE9?!!FYc8yag_4B3y@z=NV@ZY*UZ}5Ivqe09`weEj;PgmX<-HLgw>%9Ry
z9gRzPPpxWnRLb8Oyo`?ZcgE*ZizTV|(*}Xu4aJ@etQ{mr23=3-Il0$6K1;ojPw4DW
zmpVCZh|6VCc}?rl^WiMZxAzzCPj|@72{N1Z8Xva6de$T(7s!<#7g`!@E~R45cZlsQ
zJ9!MP@{EIZj%2|y3tu?-jVJ2yb4;QQNuGT)cK!SB;5{~vHaVO$dD2&&gSIA$Jl8x;
z<Boz4isT*hhO0sX-BWV1{bQNJPxiJ3kLMqKm73343Lb6bxxA!#xNq{(oY+<A0{lQB
zAu)w38bpCXDl(pJNqzX$cwT26`6Qp}OGRR{Io48UD+hYiTn`_Ou!EmYDqnpABM4jO
z&91v*`uKuGtuZuX5?V7SlNWU)q0p}^yj)|m%m~XT?L|4oRC!>Pc}pT8+snw&1Y?0z
z=)|?Y+ZWnX*n|>{<Gjx~sk-;q%11?94V~PSA%d+49Cd%Dlg`%mvh*;SyXU!m%hyv*
zx=q0-wAJKv6tiAuS*#+S>lk}f-ZB-l>;35Im9N_Q1e)KKO#prD)0e}S-{_dHp*&V*
z&I+yT$?wgpKyGEHESgchY^tE$vX(dy#c*vHZ|fB_QtpLn=<S1?VsAYb?U@_-aY8o_
z#$S7HxgcMepLi>XU`2KztKa&q|1D&{fdOUhjhKd0qO4b2bp}7Y8Gg;(ENcITNm1uP
z*S!<{g39nSBW8_5zVqkrT{=~^%9qi@sq~`kW!?$parGuVP=v}1f3Tegt9Cq(myp7<
znLH9kk4cS*dJhtQiD#2y`ukh;q6k-Rwj-=sA4ZH@oeyOipV5AhSt3-#nieH*PdX#R
zeO7BC{|2j-R4}=$w?ti{e1mLLJ|tPeW3FtPcy`t7Ue)0I^tf!1Tl4$(%&Jz2(dk#c
z@#PA*?@|O32hUW?^6cSP<{n6xy477XvT;$?y3f1<8qsgeo6<k;(-uL>St)z?K1_R=
zbtSA(*1vJFU@K4I?)-@QN~4`m1?2SjQgPFJck-d^-fIaL?&yq&m&FLO-9MAFs5TIR
z18N<NJNSqu+y9k&Pd&KKhi&d9#j8<zZT6D9nTf_ys{TPN>E|zJg`ZIqGpn7H+&?c_
zCsGtub2y{@+?ABBlx$kC8_UCc4=5EW;A%Jb^$Jnkzo#E(a<Q@5N8`1gXNSq!()9$f
zOT(x*e?_MTlk!5E?3?jLcM;>7MbYGS5XDL%dj23J@#<hzVA)chPrr%RdhI)3c!iZ|
z)JC4wGA9wtk(g1Y=%{f#VW>7+BUkeE!>Win%|dR$xjJyU*b^9yI*+DJaszk$o6xct
zILdQRg|O5WB0|20*KO%#6V&*Q<oh0Alza9dPLn&{i}1!ZDQ1d(sz`yrJ7=O8(%jda
zUm&_FDwj{Y)0iEe$e5{p!^jV)x|1Z-sarkQYv-fbgl=amwJp@$mfow)a%+F2>lI@r
zT5V>YXal*kXW3|ji&1uql*)r{d$#thi0Pj?{xGxOl}e|2ksM3>px;Nqi(co8q5~{g
z8N?Vs5$(e6_eThP-VRn%dBw+cw>Pj1=s1xkXZVWco-ODyvT0A?^DQKNJ|0?-tF9AE
zb&R}FC-gn^&ULMu90pATm3N#Dj#!qwu%L`=(lR3M{O~OJuAiH@1ly8TKyOrwgMA(7
zRMFa)qe)IXZMqdSkHI2E>}}{^53JrA*OVyb)@F>%Xj;uVC*6BN$wivAMAJBORGj-k
zq&!}iD3mOka_t^mfnH@Ka*6cfN^NO2Qo6Wwb3Cnz)3nrF`t_ZOwN9r#?iO0yo09>d
zYR|TW<!m@y8(j$_77}~=m9~W0CxiV6+0O#n$1KQ6*Y#xb$h~7EZRHMS<>RIi#IH15
zX`Yj!SR;xT$O#rxMD%E@59K9cUyT;4<cQX?ogkQU;)+Rp<TR8Lr*FQ`lADS6wjJM_
zkKCJ<Jao)?>-D1^t=AtR2_Fq^byZC)2~Uh(np^cT^|Zqgy_8hM0%;vk6!IJ|<fE{u
zx(zYjzc7aIelj!KU7ebip8DuSJ{8lGRi+Czr&#r3I?9Sq`7+JbA|3?_1mHzJ!LNH~
zJEyO8R9OBoThNoYqp96%5hV<|T=0rJh699}hwr^AEfqA<X<XB#cz5&MHLmA95xFh5
z?d1&_$6>EUD?P+t2{ky5RLq2%6;c^;b6%JD*m-%~al&IxHTU#6A@BQFJPf=V#XX(u
z2OsjZyw{H~bxPI9lWItlU%7pGjjXXoSDr)Q!^ImH!0&Pip2^~D8p(xT8pJU;9c2*G
z*P^?Czjl9l6#mGL_4(ENd9XL3O+-)f7j6{JV)cAvgYvqr;OVA9JtIPn`$lN;P3Kr0
zpY5)H%<=+xqNrp~k-O3K;REkaUZr^a6k6^Y-E>-8H>>S&C%z&1gPGTdmG&RqyelNU
zI+b}1u3E^4O-VaLw$d+~&0a-lu@V}1*Y=u&S4U7sY+wL{6d{WfNJ(cVZPMq_X+MkO
z0Mo&@yIdTdmSY;i8A6mkSEt^o=81ixpx7;l^2oK9-3s+Ai^|NkAk&n0UDe4YuNUD<
zWA~bmYDQoykeVhwbhV;+oU&Av)kEuhuM&4DXd&wKLuS&}lR7ruy&AT00|kVG*aH4U
zC;~(5F13TAp38?O8nokHR#D0nOp+i-=IOm0ZqLP!9K(i$6O;uNs#o0A$6}Ars>Q{x
zRT)XqsO;7Wt1-F+Q$42QSKoLS9KsH|uIZZ@GkNGhoG2*|-SWYg_O7L6Y~85RGUL?o
zHv=)pqup}dPFwnn*fq{KBhTE{jzT`EEuta3GcSs(6<b7CRMzBuOE;?339CJCOo?D0
zf#Ia!0(T`HV_^8DK_S{z8i57TDI5WskoK*RQ(7fiXB$sxNwZJaDY<vb4;}2-TJBHj
z7il<c#DrJs^+M~2_sW?5!`F`W=kLx*koKrgu1=dzc5+X|lr=0pz5Jl_PQ93MTJrwQ
z19zB(D&OJB!aqENd)?Nt!|l{P;@H3LR#mlC6#_p|;q&^z9Q3qM6Rs?N(`H#xfM~Oa
zB`mMIhm%{h4|$Qk`#SRlkz9-CNDVphrlRHU!8i5(UgX1EG8LM=1=^=XUtC*@Ex5@y
zKE}-P(g?zKE0*)w==%a3N}V@>^nP8Z@;%}#atL8}q>TIq+-hZ=Jg6pUQfs=xj#po8
zU_aK@KYM>V(i)HLaY3DU$s-34$=1FGkLD&p3)m~Bn8>t6e_ZlCc+h7lKQeg=erxfR
zgFB<tpiY3vQ`bOJT1t^k)eB(<wE_&Z9NI7^I}5m@6<`)c!JPD{K|Fi}T#`sjm@|r6
zP=E(8jskT711XG`dfSSs1zd52+90WUKi$)Z+1c2ls0FyW3AhXtcE0dI1U^-SI@vjT
zQ8Vv6j~aL&wF<g8%g$|Wz)lNTtf{%w;0PzEBLNrM9*ur72M-u%P7wulw6m0SwsC|}
z17FcSk&=RYQX6xC_(9ucs6ik>2)dsp1l!hJz=jJH`fSyPBM7*pp)Q{~#V^2zHspS>
z34^|+kc^$RH4FiBwuB+6jd?-TT-IiGU)q#)228?s&Nc*GQcxu9^EYZPeLH7KXQbWd
z3*WX5`L=O%Ep)&Bl>91CBud&AiU5WL5bt{%_0HJ84vQK+yTDB7+gYJ(fewSgg48_R
z0>H%|{paE3|8yM;d_w>HsMObM{M#kK5cC-S-Tz>2bZtI9L257rL=6U^p9vP=1%C5@
zcb?A!7NCakL4d0~)L?!-pd1*u%M0A)0|@|sfm-~6z!ZF@E<hLHJ}_vs)qZE50kYU3
zK2ePq^ey>8d_dWM&*0Aw5d>ox{C#xDY>s9qrYL&iwsK>|UyO)xE76d_mDJgb>lJ}V
zf@>s0kEL~0A|TV|ErCPDqWjRSHi3l%mh6KgQ{@Vh5_Y(wP>o|)hOoGN-PP$H;e~pn
zJGMi2zyC^y;P9YN&D!Ry$K0l0u;oz^qGs2Ll)iuhV<{85^OJmvtl6BK!OU*<=lK<F
zURd=pK;Bx_a+Y0rWUsR_-kCPDw{)QP+UC2}qxz8`n)3-s7T&Fk=`Rx-5@l4Cvh;3r
zwQ1Rm)7w=^<f~myEa=(nedegzJraK{2gcUp>FHUSs;}O-(at7u;l5cxxLEv!0<o0r
zeWHn%3fmQWUCl4tp_RCyE0YQ}jAV98GRhUew;a4WbVO-3Sh_z_LY+%pfGYz$O9*D>
zGmNAUQM;Vq%EP43a?4GT^<6Ff5SFZW<f|<!qcRTf-Z-MNI{7PFx#r|uqU2N29C1)T
z@^P+uQf`%C=oEQU6x0SZjU9Tx;{AT?=iOk^s0WFC+IPu|nw!07(~~?Rdt2VVQeAj4
zAN>BfUjnYvA^0PyN|Kii%oJ)z<4=te23|J5JyOOk;rT4yhQcA$#t_zc8&O73{MhiB
z;Tg+&Js)~|Ecu=JFO-Wsr+=>QSk(8C`h&t#`io_^ZzC(Bik~}pJe_UKIxA~4ExWQl
zbEEM_L;ovpP*#uTm8Wj_%3&^HdfpUgVrP>K6x@{v7`EJr+-|y_MEXuG^D<E}6=+{x
zlCueZs(X>8AWpEY&Wb^@ab|kS{gQEV#ZnYUA9ezwFyJf?Dp<~MUJ&axy;i2$@s6%R
zI4*MZh1ZD<l8FRIe5dl*ezGe9v=7e=q-KRJU4C{sbLMa_aeWh%<X~+MO+E{;`$fIS
zrh&$>XC>p~Up{p0uNMw3CO<lJ(zNqZpQ^vZzM;tr6o;ymp9^TVsXTpWmaIMH<pc*^
z%vO0DZi`Uca6cvKHd<19vt1<awTNb4r6VE`Fnh~@@SRnYxXIp~jLQSTC9Vn_y7!8Z
zI7WQW+`0~7Hq1;R-uMY;uBmg4;cD?K`ImT$$#0jT12HRQAu)0X_O<UV5;m@uzZO$h
zeJ?KLvCn3h?!vi<MQp5RuaZk0)>)?_eH?0CONU)HLoc<7C7ZfdE*8hyONN+~!k>1o
z(+!vMQ>5H6_2@NIJe+eXygNEx^T3g5r|S0DVsTaw*r4&GeVd(gg8S1m&lrxSZXgzv
z=f(VcM&&1PtvTBxrp3l|)^*v;Llv*=+r;g^SiNvxQ*0U(^62?J=~(GQkz`q-!7VS7
zVtm7ie5(jgnx`F>5|*^sko<TMn=N{yxg}{ft@^;>1|=HKy(jCKMr%h;CBJRK!d2F6
z;iTV>dP#CaB?{R+?mn(J7Woz{&j8{;km*5<tEr&ncId&h!a8L{xD?h0FNQ<xdy<v9
z+@-V9pZXa{CC1-VaJ|ub#4%h8tCEri54Q!JeEWK7uDN=6m+llz&9SgHF)^K6ZhS(a
z%fgZ|i|f=>%l8zBoA=V{i+;qtIUYl!T)py^D-fPylscDK!61D_AEC+|X7=v&JB^N_
zFlQm6$aUN-5t7%Z%scV@D2E&&!%r`{adN08r^Xvyc8xf6<+Qd0r|Dj<HJnyHz7#$g
z?g-BN&q%WJ?n;(JN#Nc@M`G4oF5XFPnZmIOJ_wqWm>P})Yw#F|VbQjn9aW{4ic0Mc
zno3Q|ZXsKnHLmuqPq!)FA5>ja(;c3bzwEdr<620*n3HGSlAw}0`jH-dHp%%T?cQ*B
zRabac<hg08bCBYgwP~@4Lz`tf4<E_7c=Sv?LKeq$v1ZVO_<L4+7v1F#%DY~p=dZo8
z@#?%rj%{|0z@n@}c?hI&U!`=+gE>42Fm0&(lPkPWr=Q^&`Im4#XU2(HNcHbL`_7r!
zrZTj~Tf-xJq8!D(NQu}-@N9|?Aq{cODIa=Ba{{i=_j+R86+%YkeeRldE~5@5gNlmc
zfSyc?yG&2w+wr%7nKYHWAsOj-o%9(doPn9CG{ilPssTn5J*06DLxT1y;K=d`OqInN
zYMPn)jNd|180N7&w!JnvQm4s99JI=OFvm{pgjM{LyciX!O&LSCp;l`Og=!D)WbX7p
zkXYN0O&jm1AdSpy$cw>46zpE_4(CN&o9z?I5fYpwcD;4;YDh>1H@G-3fb_A5U?pe|
z<?6h0%!3E6J{M0<nvEX5++x);0pEmJS8$7nKyeYVS*pDIaPX{NKfrO$yq};@43@iX
z#>PdhUc-MMyXwmLwJX=M6v79`?Wc4XEQ<(J7Zd!2-ubNcKI=U$1bcn?(d=x=^UY&&
zBK8f2Z<#hI3*$Ms>mo8;XAgp;rO1R;2f2?8Hk;mKaQ-OYM{gxcl$H}cLa1(Q?;Xr2
zhPe0CsqWZ|VA<|DEYQ*3*FKu2jG43ImA)UXlTp6w<fL?ud2OpM@yMBl-@h6sE~zhg
zO?~iOAkX-nq!k~Vu^2a#H|Mn4$d8|>&@`<>JYQ|*Y?#)ZRX#7)@jfF0K0U#Ir>K--
zEGuv0&WO*6!l5Q(%G!+FweH2K{H%fas2YlozIpdIFBZ?;DNim|A-Mk*OS-GY>p)%X
zsaL}$gh`vHChj}NC&x8!lxnW)u-H+(u@o0Ih}HJ2)Y+GQ$vUI-ru4>D+_j8THah+L
z!xC?GE{MKX7s8jLPzzsidCvr@)4qNDMCy3f^pf2zJ`*{mi-xfblg$~gCOQ^6LLj+5
z{Bby|K}WXWbERgY?>+{tAQS8SZ`oHz;PBgIs6V@FnYNW(I@yTR#Bnq7cvcSH2&6Or
zp{s?$JXPThKGsM!!sq<DLrvFCUVqYuYRo@$n))h)9ZNJovo5PHAd6Oxh&nSo@8(c|
zrVG}^p#!*kH4o#<*(J&z?ad6Aj5Q%)Fs}%xlns7eklve~D&NuCk!tqrUD9)pwb|97
z$DomORbd&PBNY*{`Q+B%+GN!rB{BJy;UK7D0%x;y!vyu5dd<h;W_%&Hhteovf66xu
z)e?Q`kSNciUY6BQR7K{WH_+mi%jpMJuMEYwOdnM#cv6F~xp_py`N6dCvN?9m(ep~h
zMw=Y94*m8`0w1J0Z**mVW!GBU91EqG5@eiKB3G?q_mf5kbG*0U<lb|_Adg=P3GqD@
zA!>5>Nq_9Jr>-fS;%036K4PKqX6mlPhbGle@;iDA<(6D894(COq+P)E7|SkJvUb$K
zF$?6li2WoMCsLxR1=mULZGdz}eHMO2OfsK~4)`E%<pH4&+%}hA&pkSG_takHY7Oqd
zXJQAH3l2qClsr9{aEe6baH*mZR8&&D`?`?n1rwGo>f1QCaTa}z<B}5xF7)A56_Bh+
z)aW00baCwJ^7;!RMTDXWf($3Yhp^}=5_T-g{y40L{oa^&eB)q)$5FGYC$x7MiikL^
z+c$bg4MDS%5%@uncdUxm&YIQ?SM3POjH{eqOLd(;eWh3S@toN*J_n!4VGGLRap@Gz
zn*IAleN9#mhWM>9b80Sx({p;71RV=L+PTHVj+eU%uYKiyW@9$$<e4cHlVn9k_#$gD
zRD+}|1T+v?S4(~dD;;NbN!@fLFFE4W#szoDqKg?qv<-z!&jxiqHav)4xHWEFxR!eh
zn!=7FIZqdZR}Q@(yZ>Sr<PHPn{Hv#h@zSy|!!n}E1KqMo*H0P=_L5h@pQooE>C{@W
z8;TvoeO_GxrGa-VGcXgEOWIX9KbCj!J3j8O5GoRHbe8Q=AFgK2<+orBX}Xg$Qt~te
zO4W~Q6!TZjk4?V`pc}eE_GmGK_)*dO+<D0$+Dqn)12VJPdnq4~^JHuuy^pm{JZG+H
zJo92`?Bu2u?V^5_@X*o>1-(4`#W4PCgxuKpIR}G^p4xej4h1t!XI%LM=EMU&lGzU^
zC2HjQZj>eYmg-3hFJE;(*E2wRT|+!i=J0V5j$R`+KjiWgiUP3dyV}M*A$z2rO6?1T
z+{{V~n(+vw5+iM&b)#R&xDN3Q#45?bIt}r=cOiV>of#Ws&~ed^SSC~Ql|Jd^(d^8#
z1lX#yAPeGV*=D(>&=agL<Blk%TCDkQu5<X=3*^5td#&4-hO0f^x+YoXceN+(;FF8T
ziQ+zz*C;4hu*@+{DhuDFOKz+RzhHG*UZ<Orea}O##yhAK;-=MZD=Zx<Kc9W!(USE<
zi-|K{Hwc#+4eD_7!fY8ztVK9aY_4l)itCl@q}7K*N+ne69tZFxEUk)<j8B~kIEGV7
zY(Oq?A^afjy+kHOX-8}CROy-c580t4L8c^-u&B7mYfI;Nj#7bbw6!WK@ZFs!1!S&p
z%XMtoo~uu}_^@?&@^GT~M9rxqb;2UZD`P1sThUUnR4Vf9kb12Y+$SUW^R)@B?4wN#
z!b;|9_+qrugwu!45sEyaq~|`NQvHC$8mU84=-`K+s3LKKR2+6ET!mF6&8UM&RK%m;
zJe&5B)AyJhBJY=vVH;D9=)DKOF6Cdy6wh@}uo}ByWom88ziyaP<$Yo%x&v~!elsI&
zK=37Lw_{jB`%<GJ?ZX?M(SrV|MEn+8(Xnhs5!b?{uh`;;PT81WXc-@6WEexl)TM`<
zlZn&>8z?<YcJH%%jXF4<;|_JY)EwZ7f4_m6*XL#!yS!5~=xKRf9R3!W^vs_AB6ea<
zK4DnGgx6^rO2*a0bIuWz&xa0qy8$mxzi{`9`|B$1ygAOsEI$3ibi>gLF3JOQ?bnAG
z46CvYpLN*UBV#W(wz9%`dxEYd(W931??@f~PysG}O)(V4l;5(bCQFEubcXIVTu*@d
zRwysq@J5Wa;pKejvS|VBM<V6k^v0QI$u*YsiZ*zi#kT}54v+6oz^RHGSuAkoNq#4G
zlrlZU2FI`si}+yCJke-an2I>gfh_|5)yeqeKyk%)FHs+rX*}}+DbLN*II|3~A0jwj
zfpc^`$b28RfnQE`m%&*T6a5ZeGe4@2b&E~3tYS`mURfc_x8GAuaZmCG$V7YclEzI=
z?H%FpFl_FN(r)Sd7#?_;PL7-2L_&&OP8gTL4(>GO`@D#}%4=ZV^DY<IbN}nTr+n2e
z_j<p=vR<*|tYTC17d_jQ?OALXJYy7lbW%`qqQ%J~Y1S~bbM|fYnUhPNpu4djFYw8C
zU%fe6zQ6r|cFX&uKFP*Rj%dYW@$;Px!`c3CmXW@Ju{9O}<quBGhcPvXAZTud&qooS
z+s~~NUor-Q9ReRUr@5?L=P}7Ly8(K2Y;k`|-fTLnxNhL{Mbt<t2Wxk3i;mLFh85{3
zB#oFTQ)@564-YEk7cy9X@2an*ZwcL^x2*2_b891<U>azeno=ggp(9~yuTNKGCaRMp
z9iQJnRL#YsXxgDqR)IQkY9vJK+PaFqw2Cj!6xjCEiM=>ZQp^(G@p$x)g@W?1s{9)C
zKK9`mrp+hzNZvXsLv<?7mZQ>sp`7fZpGj;JTZr;I{`t1Iv`TL?N%9`(?0d2{$IyJI
zD<;GFbOQ5%=c8eavi;#K?Prrn1g{O@<jb06V{OrVI1WG9%TQE)UzTz9#_KwqzPe`(
zskc518jW`@z;P<i(2mAAPe<moTq+c<0ai`!Ya;2-CaKO>lEt((M6u{T<9X}7|BRD=
zo7kA2`%-$q9)a=o%q5Q|iP$ZkkgHl`LO~zvQET{MH<;@n`4V<{LO;XOX~v>6MM(q(
znl}QfHxz2iS%X6AvPg+oC-VdLVF$*a-CH8TjpYzGPnXAhD;#@~jhd9?h-6}hYC(7;
z){Xa93xw4~V@%y`;FCgkw(bfeZDv<r_;iU5uL|<?_>fy@O?QxK2(UN`)MqGOu?UmP
zipcS&KRdH#c~_*aX4Ytf8y6X1iDia&sq}`Q?3~sM8Xsv(iUX%T=oqbiTVILXn}vvK
zxEEXx^R_lx0=@d!X;Zb;GyZ~44tZMJfSHsU%kL#JRPbHOqsvW-?`kKPx$RqRq`BvG
zyKzQL?`P^=wop5`xE%2~i{r3S)js5;#puT1{*!PI^5tBLT7frlCOmo~R-!JOmU(sf
z)|Yb_=<R#vPsG>TpJCw}Zl$Plpcq|F;O%>H=h0JL#kVdBi~38mhXjuyo}Z&#!5VgB
z%+MLnN9dFm52;gDvxOt}*K94N6_zk<CTG*gs-zp;(1_am_Nny9GyH>RE`4xi_HBUC
zNy^z1q8edY&B7qb0vW=gLsWva&COlK?`MxlyMhZQU$b2GxPimmtN#4usRLJM=zL<p
zBAzOnh$asDV;-5$`mhG^A6TAU+OtJ_?^yAyxp07E_o6@Kk$-L$``a{HBk>mDq@(`q
zNs)u;lw_SUvs#WuTuMeYP?x4t0+qI_B)*V6Po&@UQ|qXh<0%C9UYq}Tz$CaZ=_pxU
za=(Mu@hnY7r`k*Po8}Zo!7@p*^Rt(`s(X~=jww+G4woMZgu<9CZ=TVUs^@?SJQFq;
zeB4wDPA10IAH|!CBTzL;3OcBGVVbaUp=$Ny_`B%nVV>DRqqfl-rBeiP5`lBCpiTWF
zDNK^0tzfQ{vwC%z976fIT*>A9rn!`QYhJv0-lSW^wNI|NTB007X#>ye(=)LV57>_6
zv(ZSzlqlJ^i3eJGkU^rDLbONj2dKJTR%|@y(7tTX!^i@1_xG}Jb6QJ9R;iRttMGA1
zSlV_!<OAJl+i1=gwI%L%zfpQ65LBMHEJjw6cG@OsKCbhMNyI`ayIqkGYqQ*Yf*v)G
zghvLT*{8LHWx1^R)<-OD17A<GP#+t{ooGBz!&>35$Y@UY$iD9V&5?UFF2Tmcfh1kV
z3Yo-lxjY=IIZE{h=_JVd!svUb4d}QzYLl^Xl9o0ob6Xq(H;;yw?VC$GX5fNSLNUlk
zO(wl+O1kk>LNz=^QjQR{sJx`K^scnz+RLnn<Jb2aHf1UiK3%G9&+a!nepTuGRqeyq
zd1OV(2jAW*mJ@H|wFu)&Z><Gi6m26T^U@q>DXyR>aduD*pDzT{arB5T5l*ed_vAQV
ziaQ6Pn_#+<N=$k1+zAnB+G`P|p(N$j=N9e`ziD~8IlbX`I{)Dc*|Ge771D^K)tS1s
zQ#Tmqj}?cApR4nBG5tUQif)SW9U7h2Z`eO?H1lz+53X)(cDHFf=zgr^2ub@Xy&AXV
zWNUgFrc53Av-&2&E>YO81PE{9GWD9p7U<8v$P^_KYucO+6XB9#dKThDs;Z!P##Gak
zhQqfXUTHmjB}eFH6X}PkTLGP&_YiX0d5?}o><zQ2IBq?0@W$|mI^~}IbKq9fx*$fU
z+l3LP!R@roMn|0@pvTVS$+q;6t<mJ>Mg<BC==!g*U!{}a<`QM%FqZXCrR_hVa)$ks
zKh~ui9vRCOiqbZ!lGp1vlg>$Rv`V|RiQnucUAYK4d-&D9V{eyHHTSb;7_+%ro*m|{
z%L?;_7I7{W^9K_QoU8(+wlbd873?mkihQUPRPuO0JjfSzQYNPIKyGW|Mfb5I1n)QR
z#oQl$boYY@nG0j#O-&trx5C?HdWAxg$-}QMG|e$5X&l7*_`(bvqTaw$LB<yE9+|b$
z{2rd1L_z8Tv&!$>gL8?6&?E8`qy7iS%3z|6k)TsY_M={1Cv0QP&sltKiN|;+Bl&XS
zQ+loV(u<UMk+sfy`U4M`#pd(N8!6X1dy*bbsMA}aPE)F;C8Oz%v&nvPXEZKOGI1g>
zO`QTV7WwAA!iLpEOw#%Dp-=R3RYl)4o?t+{K^m*j*0#|loUqQ0?Ar(RJ=7BzkgD?n
zf>rCt3KuLntZOb42iKRoew91HhA&5;&G>X?o#`G*`KFgmyef>aCp2|Yu%7Jmo>Sx?
z0=vpEUQ|-b@=%J#a&6<w(1%p9gMQHg>c#mdN)E!>gP&AbD{-smJ-=|u%wt_5=^oe1
z5X4y8nDNt|HR&8w!mV~H#0)N#dA>+IcC$8QxFm2;>#drD2Hv8iyeF4yeLKqy9-YMW
z`VnY2+c|Mp^S!Rq{tU6?i!R92E+kElKfQV^Rbn$#*DE{g)!R0=q8Z$-7B&7&HG<rL
z0~1FL7<#++E-gN*t~boOd8xiXY%(!?bDdP1EdF(3Ygqf4nf9e~3{4->)m~o}o8RN}
zzTc0cWUq<NOy~RcE0AeWs&2mbyS0#q=3Ej~loX-I=q~ZBoN?~QUfG1|<kGdVsig}V
z?k~}>EV|d0_VUa@hU2t?Gz^MK0S7a^@7kXn+bkS0z^hD}k{+!&f>XoB{h+}p?i!xZ
z3)<HH-Z4FT!Fe<Kz>e2jY0=5f^2m5lt}m9NDEVdV%83zLiWa=(4uXgRDaP5Sr71f8
zlylVUZw4w>E+j{DPb^EP%@T<ukHl_lA+b@3?`&~gPvqtk>Y-erNAQ@3A5fPh8G10-
z0s(m!)`Ot}qPCs<i{5MHL-A*PXv^nr+<EG|qJ>ZAi7cE7JY*kDrg}-}i42o)Z$rrS
zsZ|B~rUNABYQzHMNrDB=Gn~7_0IH)~v_Q})4hnY4E`baysoz$T)Yr)y@f~wCFWGn6
zoU;QT|2VTu?1$y>c#g!^k=-OOAtU?wJCpAVo3!V>@rt}Q^oH5K>KYt1Ek5A2F;;ls
z83*s^p@I<U;R{y|gwDzPd1K!`&-0eWynoRo^<6^-O6fWAurSRG{$><b@|*UMSut#P
zhWlY+NAGj`ezciX7tnn97D-5F)1bVSR8sMtgVyZ5F!bP^`6Z`>3NBMt0iT`?miFvp
z9QMu^8Mu7?7AW*yPH407=GrKRG3t#@v@<d4uCFTt`XWV4Kxh0}@tl}I9p>=-_xGGZ
zcjn)nXz#w;clZ8%_bVsOh#F3nPXx}S%t4EDh~8EW-;C;q7mBR<&SaI38zTH=DK}BD
zj0{SCQG)@xTdcymVw_bC!_xUg0~ZYk&ge`|o3vB0)Dilz`!IQ*H+lbn>dKt=&3n`0
zXYaqgoetYdSQI`B4%n1$n>&>yzeSIGYpGLW@1B<Rg_w}J4TU}Zomh5qo#H-jQ<utn
zQV~xiI`irj`yaPHwAKOVQM?oO6T35?_IByKNs4$;87y>g@b=9F2ZG#D<uFG5v9b2t
z96kI><!5y`G?cS#R4hpzA;bZLYiGhHL7DaU!-~DJFRvMAlqGD&JcNtt5wB1w9@o%s
zq6ROK)RN)xl)hRWXq*;Ey6jcrWNFfgUBxhAFmW`bGa5%O6$jF0e&C*+cxTSm`Lq=i
z|ABNne<j9}&H0P(pWD33*sv33EKF(Pte~zfvm5uP>_VQ7siIn4n)g#by5_2OnEJt<
zak=_~KXN65&~Cdg&NQ?m^B?$<wO}@Gj!?kqy5mZQK)!mC!8|)Y%uk+Vw0jP4<^9l;
z%=f(~8E{9VA1U_-Px4RukO2oI+RqF)7J2xo1;PK04;k&U{6d*O_>gUYT}Z&jBABZi
z)bVGW$snF@AM+>P<S!HO#hDD||EIp>?db(3<BKy{@Xs8?ynvf|$JGo5Dt`U}oV%Fc
zzH{B8=>$CDUvk}|pZ<lWe=^vwkqci&`+x2_N4v{+=QsxgCv$%9WdD)t99`nCah#)r
z2>uo7{{U*>T|@1UK>8L&pFV#Jq(6jQ`~yhw@qZT$@O?1MpY8VJ-LCj$v)}2&PW$H)
zheKAqBMlj&s11=5FUZf<mXOV7i9emeX?fgt<Y|2Dg^=O<NR$-8kv=gg-j8DED--4p
zu1gPha&Czo=md4m4!)Z?46k2*D&rBET-dFb?QqBXW2N!^GzU>@uL0k?!{eT!%M&y=
zSd+IDh~Y~p58~(Ukj7^AEnxG<n-5Vw@5_Y6syE(?o%eqQUb)RSX#IM?Q_X)lo3f^-
zcXAQ-{K*y7?mKHA6IV8j7na22^f_1A+W4eTz%7RwuFrCTZbYJ-PQObkR6V-BQZu3F
z@_cG=qcHa-Ye^;ZWA(N`L27Ycak`?^-WKC=j>Yp{VRvm_(ADtN(AI#MQri;7Y8TnY
zk04r4)B0G)uy+Kh2oMVtbwoOLgsRvO+o%ISG|CT1Z|!CO2Y-(C5H1n&tRGsYo0fkV
zQ%of(Ugx)WbMFe-L-kCX0Gl8F7zY@S+#&SzXj40Unc0vaDL&hr<@-Ovny9Q%*2?Vy
z=+DzKk0Nf7$uglYkPCxQ7AStmiOUDN0MGpGNBtv?Klplw2L%Hz7u9k^9qGAwp`R;w
z1*Az{h2p8~_Hura%W`fJ;mgh&JvH;;y;ogy{p4d#-&-}<M0>9G9kTn8kmUI;oap=T
zoqx8)6bx|b@3)xR>5v&7EmX>m+(RP~nFXrV*?TBa7FV(>I&vRvUS9w;Z%|7-H8hGn
zD6=$(ji$DINaK)(EA-H@)8?^94>=`@oiuhmF5m2a0(SV6m7_C^GM)EGwSQ-fpxX<d
z)qDD@KEwA`eTbXSVgvCeVUyu4eMi~{>!T20#r*Ko1rxMRIjro%r4t>ku3c)Cy6ht-
z8;Oj9Sx<#{Y+Yq|Y3xvGv0k@uLxqL$!NO|}$$@uw*Q-l?vsZ5#-WE~WJUP}daw6|B
z<Bbb!QHzVu487Wlrw=>LdOJC5-8UM`ChF+WkxLz1Ow@cM;^rJ^2WoQ2PUZ>Pq7gQu
z5NY-}A68UT(F>nWyeI;T=h45XR)2LYU$<>zkp6-Y8;gMSbyZzpU#WHI&1g=eBE1i6
zx^Hxd>eq;`a;wOg>*=K=>|3G+QIW3WoaZ2gwilFu$#WWu8GQYUUD&aGA_!fmPKTJ)
z;?F~|=u%ji51%Bv%U}_%Eu~T^>v@id&W8oxp6lHs_72Bn!#gd~iJYv*HmSWG(yjbz
z>uRMOK(-X-Rb989A!JU|-)Hx;EE~-4x7W!^8Z37&e*xblJ|Ul0#-HXCQm$Cep~W<X
zH$_}};$DKE&4j&2$9c;n5Z?ISC$ol+S`T=<@)a*j$Rk1AId|yw9hN+q3X0M_D{<U1
zGz@Pn9`I3Ybva&AN-2h7y_z`e5ezbH;Y*12Q5;d}=QUVRv3zsQLvl}oq|16m;78mp
z@?74QF5*<WbqbHGrU8v79@MTi=KI|4@BFButeeEhdP4Ki#m)oAd`|e!Kr5na%qtJb
zQ6V_NrtcfWuEAa2U3$CsEUtxT_=NeII7uqwzW6YRj~%vD(EsD@EuiA)vVQLnG`JI7
zg1ftGaM$1(oZtiv?ruSYyM^HH?(PzTI|P@nI?p^d@65b&*S+goO>w%a>u7iFQ{BJ)
z-)9vE9QKUoln(47984xsKGZ$?r0Efn&->_UoSioIi>c9D;#D}3m&M`4@Fdam&}D+D
zCM*`sTH7@Iir8IC8O=#Tz0$!rkUTvni0eJ>yn-Z9FqI!6X}*YFd3{${{9;HwbJ%LT
z3XeT_Dy~Q$yn&w<{wctfa7U~?m?`>|aE38g-b?vwfi@vlO`AaNRCYPYHmEo%A$D&)
zwimiko-`@9$L{i##55!AEKR29w*?2(LNAq+e0Aj*+TUzIOhiHqr}wpFE(v65<{@%b
z&vIA%+<sFW^iAHCj}>+9OXk9^a3^u`cHBT2dS{IHr_0y=lOcrCpEGEZPAVOB3i3^y
za;f>XgeZF1@|;fn4`lq6>s7l~&;xf$iFGJh&&5QfYG3w<y$Go5L|6EP2G*4y+RKxJ
z8t;GDlqQ5INhk<yDTFQ%7=K7E%CzDxg626#((-P)_9@aO{d9zprig}-`UX$V@8p$+
zDH1ItYL2hyHacu-9dwNToCpr3B&3EztA2oku-%(_yL&W!*=$tsnK?P%g%Z8BPSS-o
zU+5T-_0HySjh=-f<CTWm{iX9I**(kcF$BRYWewd%jjE)OIt<zklU)cyst0(M=-0e^
zF`gqbs|!H^V_Og0_piwXr0N^C7)v;!FUO}ETY2P-a|qI5kl?5WLzJgU!b@%Hy>j1q
z9T@9=-17aIWyP=R17XZ37R7rqF5cTq_WZ&8@T`j~f44nVpfpl`8q9{FgKLq)hlA_w
zjIR&;7Xo`FRJ#1}mJcQ|Jg*Q`Fwe;!zeG;p_6kn8*0lb#TFT{9F+WfA|GGuX+GF6`
z0t-RdffKaD=(mm&4ht2bkg>~V&gr>4P6@qqAsG{fRp^(aj?b6Ul~2O*^;AV~Vr`2N
zi@Xi8Z8fdjU%Zx>YhSRq+0k9hjcSQeSQw>81WkeU%C@qUGM@cR>=7q_O1=SHTs>d3
zO)^uR-?KoXH~a0x;kv$Y(6Vv=@h2KRwlStkNHYD7C|<)kbdyr$-AhuwW!9T|BwC~y
z>|&b8ebGWI-n3g~=cO{gJHJ3`=jV*#7HD+3njN{CL7tS!9JSn0Bqozko&gD`6iX7p
zVd#XYQpxvJ1vgkE@3S?(5TV>C5Cz&*ZlyxfR=ACsZLuUhe4eXve?ch-aUA?2ksup-
zJwP%_Nt8}h&C&vGX;M>%OK-$y_{Ro|$+0|UmvQ>b_jVpH<W@e{k)&vPl1a9;u1$aV
zPJzwG$X&1`DTH(zb<I@rb*yg1+_FWt#~D3yEHpu^yP$_^_Y+}*aef)UG)87@qEaV0
zfuw+wnDfugyf#Ww6J9<G_-}%zwjsE*kXYF{;YAZOyY#PhkFYIv+iuUFh&XpUq#<N>
zp|`@9Z(j7g51sN`pD3A&Vr8R-Z}goh8aUI8o4$QT_Nu9-(Qt*_4~Dw_$M8tpKvhp8
zLQ|`OOTr=TQkCpC17%a8P+sB#?YXF<#|Ijh*g0+FiUug;^Mq;pianuGY~SQA%3uf=
zi;RgV(GB#EcRf)M^82qKV$=oOFa6*$(~XiWY*h3xu?q*c_?QxkRQr2`zM4=(BVS;9
z2vPnxYzP1BN5iMo6t%Fr-1Oay3no)t@6e!0i{6PZo=@snORJ=iH75va|9HiN{y?%V
z#ZLGGH?i}xq1*eLtFN4xR{2Z`(3S{4&yQz)XB3%I+^q0wIzr69pU6Fzb&dyge7=AS
z{TXPe_SK1I-fluaPKUAuv3l=*87!KGEak@f%-;C+XIGVX2H~N(*_h5Tf3M!9<vS@$
z&AU!AMvA@rAa-$ehFJHToeJIIMq15I={}u6VZm@a7`H|Dn_ahntsioXJBC934r?7&
z**1jLIkyEz@;?}lzJCTfq<7aO1fw_LNXYicWSxDW=pfHM@I2(0AkOAwZE(KHHBOcv
zEsboi(*Voq6G{|19vTczqNUk0NIFRBOBpYTiUIrnwJ-7q2*@tpP@ivxb}!K}6svq|
zH7KSns%mR17Hb#|w&>PgT}pVbIvp=e-CkWE9kr12OeKLU(}diKx_Pm|p;c6*UujMb
z%06ie2Jg(-SQ$!v;y)&fFMVGv`w}<Q3_*`<EADmyHM`qM-)|i`pHYI_Qf7D;?ljUh
ze307i4XyB(ZW63J57qePohTi8G>hR5D7`>xh_&%l64A-MiVKv&z9T!0%edGl8>GN>
zF!Cz<Ge|o_adC<ZQ`GEE9`pOQzO!yvs%uh{zRIcQk1rl4uXeSd=So|$_RMS@^Yhs3
zhZT6(M#9l4T$8w~w$KiCYmS#YO`b#ryC(x82v%@SKB;@l;1~oECM7xBXA9vN!zBxa
zXn(=3!RQ=TG#k+1XPvcqFBBd2_%`ebZuru*y5mzW#Dpuo&@0u<`}oWBAHJxCn7$)z
z<&lrHgV+Ky;c~MSwgF29JL@`v{z@(2<cPfBY<7q!3^E>XzmiaqNfMZS4s-v4i$X)2
z(n#3doT$6AvghPQPKQReK=P0=xBnga)5B{Iv1a8P7JVwUC|%P{iMo`wS?Il}5GpR;
z<k@;B#W1u)oFD7Wgz+L=o>X?-zE<rrydS25%s<^{RXJ83wxwj!!JUHj3E%q>h|5@F
z6bUhcDWewKdfGYX{tU>&p*d7KVoAhiI@`!a*$ZROz@nSizHo?EymA?+2s+UyzL0NB
z)1F(`zYSC&s_bds&57BR70pYonR_!AXIi(@QSN>=w$r5ux5*xfhXTXWo{R)#)B%|c
zC(xx$d?I58+Z3S4Z`sguoH{^C5{ufm7V?Vr*`YqKPM-bJh$k;!KCjY_{s>Zj!N!pG
zwrQhU%;tmW?oMCNaj=4aRc#h{8^4X~+R6wUyVtvX6S0ZQvTH@t2nZ3d6S;wK{z2Ad
zFs`>w*)pm<{BDKjZJkb@bIz6;AMXz?QgKa2glMAfDpyP5v9s`k^QEW7Qhc?p_HWT`
z8P<Nn#a^KoDx13i&RvW?KUHvU^Hc^4H7!Gt5V(Wf_fd6_?1QusJ>Be*P=-7AoHQA(
zAHN)~ltoaoaqHhSmp^Y4PPXD75wm^0Tc44btJIyIGezXjTUJt$^8D#YYOQgEd)Rxc
zKauVI-Z)kJ0e$;HbjE9U*k4)lallqZTpyYospB~28Dq|Q^jgJLHT7G~tz+Av#S^5M
zSR+c#j4zX6pwuRNhNH=V4D&>Q%!kGUf%<@^h8BJ%rG2dE$|pEISyg|TEip(LI71-;
zJt_zq&#5Od6lh(eo2eo@5|lTm-PyX-8y*$f<IwEi*Y&bk#5I>33^#MTO<lR{ZkaVM
z_FZ7CzaL+O6MQA$mKK$XdkLQOb(P7i2^ZD^j-~;+84@+&I0(C2C5rm&%@Z9O(%A4`
zxOhi3a@@iee}Mh);L#A8I&P8OXv-nb;3o}NeIcu}YNiL3V`%8j7jmMBojaY()R=_)
zIFu~#{5Z`6j6Ra#e5@(TYDGff7kd;5*Co(J^jq~MYM%6Tq(5Qsn6xMFQ_7Nd>AOp%
zH8SdH-N=6CwJMKiKG(l!r0e&PF>r-s+Q%;sDT)3034OVraL_vzIvvxPyL<vVmUR^i
z{DF=*jpM{uoU>0}%$O=eD6t!I;LQ)kMCwxBGTsC)HuPn>V7|ZsZcA^aAkmHcy(M}u
zG@;F12!m{{ifk(j-?!Ib!>MN-c@@$0I20&o5H(yHefuQQlqBHcrTl`pFx@kkKXrtL
z-(y3z&1lcKZ&@qqQ5^l;Jgw<#HI~FAYs2VHF#0xSTl#Uqq57&yEx$LMgoB%doMH4W
zcnzw!bhyhMWWZOH(0sUxla~ZsUfOxwy&<(G<Ept4>?3LoUm&fBVNBr+df!JIC)zLo
zky9cg66otO-;RA>o4Re^>&Y*e@@$oYiHI#aW#bIk1|$N3(hM$6Uv~y;Z5*$N#p#)-
zQnq>NE3|cr>9ZVK&}6|=-b>6X4?R%mQxC|5kH8yo_@^H~=biNE{WMt^R4T{z-?fvP
z-e62DXG%1N)f7)QKuUHznyf;LFj9O{4uj`19_V4yzn=J_jpP#!4{i#5A_8ve+x7OP
zVG2?KY2gprTVD?;yxmZav-=r&cN>*8n;lq2v;ytYf*xN>iDQfvkG>?WXce7r-MT2q
zsH1^otUBIP_k9<|p`PyM28S&AokK|8UdYpm*_Tji{X9MaqE#jijfA+E%Gzb?%u#0Q
zcuB&7>@t(SMVCKAX{!6B3<bAQ-gUxzAu2aPN6udN^R8!+8b1;+6YI@>xExOKsx7i|
zLDe~vn`CFr>XBe%(xJCmFZ%W===O!J@9L&KG7-;kIJ#O^n8beDkv<!Rie}Gclm%n%
zrptSIVFT8tiRV=7clBRRx12t=F1*6D+%skn^mGjvg$T)hOS<mjC|B<HJPyAN6Bb+`
zIx(H<mD<9m;87da<kfnmxK{%GAQKkq<0O_ryC4of@N#o_WT36}hJ!m#MVD8Erj`M3
zVUWX0Z#3{8k0xYi9TWbowi3r3bTu*0JNn4wha)jfH#v5?ImDER1<r6+Y6M|BRspzy
z-Slny6SCSLuIE?r%kg-SSZ@b^o-aVk7FHe$TIOA9o<h2u_|%V}FsrueMp1<!?>+k#
zUh-#QPHjaQM84=|l()6>m!Ha9I+#Q*-58VRUc{lV>zfS-5bcHd@gWQ0%$j*3rRp8}
z8(+hxQe?bc%<uCnw`rmz8a@N)H<9#Ysl960%FHy@>cu3gLhe^6CxO8~+jyg(6v4-H
zuVIzN{dzl7vIYEQ_65&Zao~GS_;LEFARwLM{hs9QKLZ{qVg}1^*ZeeO*~WsHD&h)N
zC4>&p3u+B}K4|eEnmBwS8B{8SQ$R!hiag=ZY9-W(iUZFRKnWQ`g#J>Th6J`u`8LPM
zGDzv0YF}B6@{!xe&x;rPYc8t|16*s@D{Gp)uKEeyNX80C`(sh=4O5ZftRgY33PI1W
zGo{E@;DQPz5d74~?9<sai#}Qf%3(|31mwVt%O=z%I&ln8ppDtUhA9M)QQyHTx8OEZ
z_J>!BnlOz#sQhFR+n&6Y%#=v&eAAzMXwsHR3ns8<WL%$z?6dDS)P{wq#F%ro`9r9@
zgqwz~KttVFp*J=$>D%}GL9M~%5&PZ?OJ5g}_x^V|t^o=UVXs1mpWEu0c(p0L+Wl3I
z!D4o4Wc*zXQs!<+F!{K`C?}L0$o&lH{fUO?+97AmrmVjT7EzEm=Nh<l@`Q9>x9C`G
z9TJx5b)`wl#md#b{~(5@B<`<qK;d~~C|<6wbIAa~j7CKM!3rr?A<t1)$4nO~C?O`3
zXlrb~s7G;0g^5ZSnm|pb07iP}gt?r>`W>GRksqzsn;{wALIDo$ZiHEKZ=BbXrh$cQ
zs%$|_47#g(&?}VQNtK@EJ<|HC)kOO@$EPVsoY_J-f%<|s;Wn*&yqh@AIrBMoD#{Pe
z?ET2N_(Mkm)BGMTmwUE!2my)Tcjv6Sea!V=!G-1axluL1^efF@$iehvT|e5-+0?1o
zQy8E)4O`JOImj%{rk`aM4U(i_*ElW8Ey&%*xH)!E+#W<(txDdRpq^*#QE9u9;0KyS
z)OSQ;Wf(89COPz-R+*Ju_pM{x*5I2N%26iwQ6V%oiZ=|Y&aKRu4_hiZK8bNvqv9=b
zksvHK@)|PU#%c|OyR+5=(z+$8B{fszPZX)W4W995vFL@)g(mO6uJrwE*lWP#?Kh$+
z5-`CX9>(;MAtZ~|J&YN^nk}z5mYN2s4=|hr6?-J2;_-g)50zLJ(KsZqQOXN3o;M)N
z*p8P~Mx!!oHs4T<?dG;rp7+3~GAe=RS7qo85*ow>Cu$X~VPNzfvD7+GFKG>?B<L2R
zgrkQ&m`l<rnS4QB!;@+La61@sGD^jm{&O1vozc<6`$xcjl`U96eJey_G?#Bq9>MCM
zv1{dduKx26)_Q+d*Hm4h$ru9WH%KQe1cJ!)$Ad0d+7p5)GB2edtm03&w;;W)2rW-o
zjxTN=eNG<_E=jFA9!sj)7LRZww1c^8`!GxN7t=`nUq(VzD|lj$)UT0AF5(B)cTM!y
z*4l=SVd^mpe+?hb2A3>mmqRnVd418vuENboTbCV7_K7miUMCK**l}{@LALjM4^Kx@
zazB`okPssu^UU&|m6KP<v`*evGp_48+jt@5#prPb#DQpun4gZ0!B^{wvU23Q7Uqm~
zTN#RvL~#)MgrY&N74n3M9-R1^7Ssa_m9)c>$|aLuXBr)iYV-V>$qy*oX6?;)_jmhG
z)H?`QgW61tG4MqvYnT9U16Xfs1NRQ|p$5O`P#kTomxh&o8u0_Tp3IN8FSbyb#O$T^
zp2{PyTESQiD@(5s+30!@WMw*Z7qyxx$aE6Y>Z410bS3)*y03WE9S>s0%FIl!)|Ms4
z96ZTNh<{`hewM%73m{f&OWEw&yK|54-g2!iPweI)YTs~@DWNg<3P~@mlrO;tzxvoz
zVW%yNidQMlIa+@CU4-VX1|)$y^&)k5Xnro8=}y>!VKNt-TFXbPTK|)bu{DEdH2oL0
z=<?+M@)uzcwD|+2{E1Cf6cp9vr2itp6$a$Dl8(PqQzq8G2yp+<(f$(P{`!si4{XW>
zpgmBj|5|{{_5Ti=(lIgpR@gtpx6F*ci*K2k*@(C}IsRaqpyvFkQvFZj+rQ~!|Dxh#
z1|XrWs*O1)1|t#EKV+_dNI?H5{`q^20GR~F92lWLvEjcT?Y~8V1mZpZp}z%5kN-+4
ze+Q#XoFHud+k=xG)HXn`3MfrM8!H=#(J})oXt6Le|04yowyc1P^}pDDFZH*Soe5CI
zassMYP8K5eU+P&70IxC;u><;9c6N3mW)4t0*noBY0G%}vC-A8N9pzwTBLeAwK>!j2
zW`UHMgNU7tjffq{%LyoKfg`{Yk!)-rod4&8jSbM=0_|pH0rCSW8}RP3Fax?>HlP*k
zEI?mCfRYVZ1Pb(w6VOJ3j)H1pV+SdBfgS^;vH}WU7Lb}3R06=OIapYTSOIA^D;Eba
zHlW&=fknpu`v<Uc#6QkvV`S9%E6ij5yEnprf_a?31mAzcyy=z5Y(Zqmb@z;H1~Ync
z7#*Fw5T?%)>D^(E1C94D5WiKE(x4jCd)yy&5x>zy+hQHRH2aibd)?%@1W*4wp;s(|
zw_Id?z^}_d=!voN&ck-Glu~C!rHd7(t>mI==$!S|t_kt1*;YQus>S(s%<-K2lH>YR
zTW@vKDAD`mV4mZs$^E8<kGJvRbi&E|J6EmWyZVvdnX`DC%b)X}JQ+DdedhA_-08M~
zOUfw@ZJTptVdZ#zkW4dqk#olyJx}wkeO4`RGb7%$<&TkvSwF7bnhcoR7VM8zjm`G3
z>ojW=$}L&MMFO|}UsZ&j>;>9-ZhrFj*8DKUE6@RvK8DXp{WRNWcUaq4#^pMjtv>+V
zH_SFgZ&IG*ys+p%7ggiYp-q%DO!n36s=qUQZNvPc(#=H8*ofUYg>N{+6sg+V)Jr^n
zt?Oj(`qcf7?;*nrscoFf4mKUO;8$YQ5+L_Uc^94Ye<t~6@St-BFRdhYF0~bR+PR^p
zxyG#+p;N$zKW)Eo_`=nW_Z|`0Mc5W}@ZlQA(??{5P6i(V+ZHtQQPva@LvT_P$&=Wa
z&_qZe2#|34s28)R=o$|^-NRlp%M&sf*IbDwz~`%O+$*)|ZN%O;WyKw4FUgv)V#FPR
zs{ThZV(}h0EMDDVRhpF*2&B!Oo`Yf=ed3Id-zQL&cI-1B^Y3==r!9J~*soqYCgn$D
z;#W2~(vNf|J_4rRaE|F;23ueTU0i>d`oH;sFmr-p2>{Uqh#0JZC5wOgf`E=#{a=R|
z0Gw9-QtAI0apYq8r=Yf~ZVKoN*eCgW$JmiV`Fle7BbSuA@pzc7>tKgpd@0w_`>|2%
zOzWd!41}sJF=adL5%LXr6~gO73w>Ziv51HiS#`U2No-~<bpjR>W+Ju^&LV2|I_Mr5
zW>!vGPTU_KS6u|~s_VM!@YK7>EE4_2heH=N;?v9LFfs1@F}L@uc`QElL2|eY9d&2l
z7COg1_AmV;#k2cFQ$9xS#yY?R+ed}Pwe*4M4ci+wo-uu9>{;)WjHDRq)&*(U2ogh6
zwW>w$tHXuW+7FQ*JyJ?0u*z8qjW|+55pKzyL_d{R_G@Uw>spQ97qhv!?Y~Y<mc%z=
z#156R8s=Qn(5q2<$oitu;yAj@wdw%==($EyI?7%&H6s={Y=u(R|3w`OEAIf|c2BHf
zzZ3rFGuHqEt@BUu93lL|SzKlyt}S7BCnHrP7t=gC7Oh|?q!B2jtz(B0V<~c18)>D+
zgoy@veow}Rlm~`xxNTSJsrRP9BIHuu0zUC;k`PYw6B9z~X9R3{0-{XCV-=zV5vR#d
zju?E@ACe#>aY*Y($MVux<+LbU4j5;$x;OH_zwGmj<cq{CaFe4*&l?>|ix{mLrDK*~
zKwP+{x73!ae_%E^@V_sIo#UL-o?~(gZq|NE959h<8d!;4)>`q>pQ}8ArRY%-izSf<
zJLW$&IaZ&US?P>gspphCA}>A)fDN0~5)z_o?9SGo7w?1#m@Z6$#5H(?v(B51tRQ|J
z!b)~oS&Q*ik+~!Z9;c4iXBS!%Nq+|XmYAqR=K<!6AQ<TdGCU>&CW<t8G{iul05-1Y
z14A-|=vH0udK<j)*okcTczkYt9;VAm<HWc_;PdERGDdFV3wvS{Cs!;%W<KFS#z%Ds
zf&q&_Hir6%zB&OPm0+TufWW!Uclvbh`e&Nzz&ICamE$J(`dh(5va|@e$?OnSN?qSg
zsAvhj%6$Y3p0Aj^`bDUnV?O66V*>rb<JsfJqz3Lm(CsZysHD-z2*+pFDse?#Yt{YW
zbjsN#RKf3#3Stx3;(b1#LtntX9PTv0#31rRdL4ZR`MQHK6kb7aXk1>GtR7n`Br^to
ziOb{4X^3X4&TTV)L41tYI|RN)XqM&y=8!zHUDg@r(8~mk%8wFVgXAR8jvV2Jx%R}>
zoneesd)O*0YHYl(DEZqB+8tc>Vh~-5k_XZ<iD0o2abK*gT!F%9la-Ph)Hh@V)>U|Z
zWXM&BZ}Ztzt|;fiS_ERV%VO2~Owe%82-I&sRob13WO<NfFVIMcjH|G+sOQX>u0mDd
z5SXggtQ_wcBamULQX!f!`uQ+J4p$aNrwM1$atBi;+kIwL{%T=|@gNk~<!~mLr3F@A
zI4OhV7?*=|A^@iS3K5Pl2OEs|7JHz03WfsrT~o?kLq+P;_uIkfN(EL(rVA1ByNT>`
zxk@~{QwR#KWk@~NR}Y_KYK=;Zj;;!jxHL}BiN~Wz7@%j)OjF!$WtH96zMPw%;&+cB
zF=OnhO2ptd>?k~|w=CCezkJ-sz(p-_rR%Iv8txylgrtdc3hYr-jBpayWrcm{_FsWR
z#VhYn5xyyV`4IRC7FAo3HKMrG!k#=$*o!p<@m`bV5hDLkKy__)e4{F%_-)1XUc&og
zSv`sIPmgeRJqGZmXucEKh7<3o5h7yWA>p$U?g&ma*|^Q0KfEn-w$%Z%6-95@xQU3k
z=F&LNeD=Li@Y1t~TZ={2#Om?95_9@N-g-=d`Xm$5f29CBj~g8-$qcvIo`kGK%Q8P^
z$*zW_CP$N**(6M(S!;O2N~%oKCJ_vYAVc5|PHX3NjZDzuEFxE4>|0ET^BTe?sM|x|
z)`>4jxKz<fV|1ni)~mv8XV$tnait7e{=-}<nwpp~Mc-00$sv~Y9;#9ZeJWYGT~@3(
z!mKChaNZZ8dch|moJXzkXIfiKv_28|cmY?E38!KF<X2Ie+k2DEH6MfqeTelmUR3uU
z`*n5AxAub<Yo#=}l->6Cc>Q?nKZ)j08ip5hrrwqtp1ASeDo!p~j~rY`9%k9GytxR9
za+xcF;y>t*RLnOv3DNYf5FW37)Z24BIJd86zj)>DC~Fp9fLL=?X#B1lM!`o23^_Ze
znHcpU_@u7#r)q?1#CFm<Lj0CRh6c~a%hz^Nr@HVq?@`Xv^2Om}qagfNenj5A2~w?5
z)g#5qFTip&{yh7@pGVSm?lOZrj2etgve40cT8V&>I#hSslL{*}_d)SC{qdo!xYhxy
z{>)w{WILf9xwMoXpJ7py9L}}greulW$xwAR#Fd`E3pt4hlTObsaP{J|4xx)HIn9Qr
zSlE%U1~cL`lEH9@I$=}b*mg)}+X>Dvkt?k9e5(=R1dCX>e=*t}flV`AI(3ZROR8Ad
zo?)VkUDRZatk<9WIau!?U%q8QsNF-bu3_rIb9fDA0U<zjNaC;i+Ek*n$-~?LYqCYp
zQxKiWt{qTof3cJKHmU_LZqH0NPU%ycTUINXYbB$ZM45#GJ_!^5Ub4j}*}W5Qypr#&
zh%iwAe4-nvmPnS<$#%@TypwO>G7`EwDzBuevBdoq+>*T1@U-*FXl{BV;ue>p+L^?e
zg(h9Ce}iDZZE(UDFv3gR<gVsc#i7Kyt0eD{Pv=XIM>-x7mdZOAKjM<5I}oU=xL`zN
z`|hCQ)xVCFaTRi>;a#Zf(Hn1MK7B!3T6COkKCs=!w5bGz<xZ>)md{4ESrcKZ2r7Tw
zl_ZASHTxX3OC1rqIoRo^F+-$8DQ2+5rnZ48)cyfX#jeMbcpXy_Td_R=C7jY3_k9%#
zSkotR9P}DUlpK;&5*R533QAFxO&l_t?zg7s5#K|&97@J|SR8ov2a5D6R_)iCPVQUp
zTNu9DUozK?yl6&+EkEO)lY%wpX(6==Ly~`N3id|0dnNk%Zj+wV`&|=Vp31g-f-g(g
z+HxE5G_zbc1}D@C<0~v-`Pk^Ps0yts!lZ^s{PkQ9@mw1+w{o8s?n_j~^d`{+g&Pcg
zskTFNxCcCf<37q;apqWgfeS{V6S8T@X;q$|WGL#;hVKzmX+(D~T$w*68($JKq2yVa
zhp`W(kvMeZcCSOXwEJnu5FaM6g;w}1OxFsY(6_mONil|8yuyhau@`dGlz4wyiRAZg
z#avl}2>hb~)Z=ggc9-VyDxzIhGf#)BT}=+FARETZlAKL?eR}Seo+qoj+A)^7(D|hk
zrccjtNiIIm8`@ImR1NT)z2{M%p&vzMh{kpUL&z5Z9eS}zhRAzq3B3AXeEcA~pUl_E
z>`IaWTzc0My7on(-?YH}UBIRb{k2OW2rXZPi1Tj?^Un;ptHi!^Jh^@_NMrMP3R*fY
ziLsbbdbjZo*3>}o@{a2aw{^KJA$B}KlJ5h3ixR|`w>J`;iOI{m!ul1$r1M(*HC*;e
z**XK-StiEx9&0JWd59VKz^}VuA$PI^sh6)jT{<BzO}S2J?UXG94m)+Qr5BZQr?VM`
zgmCuWWA{5_m40+D>BVoJpJ88SFe=dB+?EV^Qx|^H6gML<{*-H-3Yj|ddZ4`WEK492
z$xW{|b#42p#1_#KTlLVBa~JVg*$?ghHLV08p10=Zw~Eg{ncY8wlO4Z;l$`58T|(sj
zg3fzLJcv)CIzBT0d4c$I^-$l;t*ZPUoSz*bxL3R&61*97YS0O`WB~D#m!tco^`#Fj
zo18b6VCu2y3o{cc&MEx+F7VU3pl3}AxO#ZV%ibUUMiTajD3uVbmt^e){R)u5i7XSE
zH!bEw+(wy<6+(U@8EDb>9@hu9%t?ZEjre#57!4@64rboNAGj@-_4K((pC+B_H?p;L
zoNkm#@|_;@Ffb+uez3rK^cYl6PLTu`5cs;;#x$rj>osv3-^CWTj|?oZN89E(!F|D{
zeX$+oWag<|w~n`DNG(bG+Vg$5$%Jk?IJ}v1q(!Fr2}KQQS_GvdV@XPAIjg|TH>>g}
z`ncjmSsq4Fcz8MacT!bQuw3W|@vcLT<n*FwwH`B~RPjGdaoSZsL$???l_PWq3o)kI
zme6B-Q@yUSCh>oGfK48Sq}x@YxKF5{E}c<HOn-0vXevF(6e92rj2?bX4Y{SAS+QGj
zHAmrx69+_NUw_nWlC@S*h<1zD;$efBm?A2cIEN;jjWe>Gg0Gz+G24#syE!mNKh17I
zaJxYl?xq7#Xf)z`ZiCj60@%67z9gBu=`}r(@LapysXVnT<t^VYXE7t|L{t_S>ama+
z{Y%KlDP}d_IVeSzh0Od6UmQfS!FyAG@MWi@8aJRwT`sql_Ta=Uo_^gejMow47fO37
z;r-eVyhaL2hD-=pA))JDu;8Ap(8N_>D57QV{3K4-o6X>4*^`Cds0^p~>sAX@``Ubf
zM(3$R9n@Z5o}4}7*P?59mrEqf4k|XtOxuGYIh;7W_b~bVT@hsh2ZRA#uh=3@JH{|Q
z=G=9);t7uuu#R7YwRL*94(l_HI7x;|hREwq%=MG2?+rPz8LVgbQqlTvC~M1%!uc*p
zw`0r@mM(jz1gpF@(!6)-#@L$H-o95g$QdcPvI~O6uu{2W;*3fE1lDLWz;u`J%|dBq
zHf}L+5BW>J9r6;JPX{UnR;HK+3@HMwTIgZeN&<;p4^IQFM};WkSYvHA&9q7JX;3+3
z?^W^cs?E`ajSG0=LYLwp{kMA!cgNcAgDwTC-dDl`mDK`92$<q7tp^({IBFV2E@>NW
zao?hs-44nuU%>}}tq&X|XmGyqu{e{)<Fnt+r>mO$z_6{bAb^yCb#kPaPIRKMv1Mf}
zAg0^J5pJ7t-ni#6vBx|xe16xQ2Y+eA5{W%Ft4#Qj9d1c>DZ*Sy+hVy_)zC_KV{bdL
zGl=~2lH9C&yxK-cMTt|ndcPzcv2sD%%S;%!2!mcHR2bT|$^)o{N4JEC#UYa0spB#I
zVt5hYULz}q^NmN>;LoopgX2MvndSNh^3J+)87g%J#oxr6bx^oJs9eS_#8^sODw%v&
z&u`|#K@3_td}6XA)lWdHwxL!D_Mh$^o0<!b6FKmXAxxpy^`cZGT#8W>ocRgEsG@T*
zCw3f(`Jonzds7ha%9JwPs<D#eIe8fSZJW3S28Uf``j@m_97O(jp4CQ`_Ln)uh7O{N
zg~5@29(Go>G6Sb>$FC68Q=>Q%rMTjYSCn5PYZ^6F6)EOuE25;szg&wpWIkklOH*4B
z5rw`ZuH!N3{Pl;ar<;{ZMp}BJ_1md&&zOLZ_jeIGT=0R|<7>K-0d}Zp4rhu8oI$>D
zk=?J*DhaQI*G99D=Rca9WL?A_bC8o+{D|z?oQ_6QXEC07mqmX4ev0iZk<7Se*npVI
zx0<eNoJDo#?#<1)b@X95XPfV_F7?yxT(NDaT&95W!smvl;WK(W(u;4>snNJJ;$Deg
zO%w32AA1fNM-sW_AGMOILziS2l%P{!gM>_6GjTp*pI5+iRzN&WtfZx+DZQGZeWo@d
zFfuOTD5w2QWjNL$Vh3^My$?B>v>#?EwUy>{7#zT)yv;yO8yvT(*ke`N6k{*j?BMd;
zVEdytu(K8m=kgP=a3~em6j7OEgmf^<PHBTj-S@-W-e)u&IzicV&H9CC_oBchY+Ix1
z<<IWc2Hhlu==nBHCUX?{ZozP+Dlo92)_@DEXsnuW25fgOTQu}*n)5(IDy4BB;0tPG
z^-QA<&&m<zl1}>3Hy*hH9m}yi@2d|s*-dc+%YEL@7n#owYqz5=<U#u`w~%!!CN<>D
z2oo!OfqkTLK8XPXu1-v=X;}~Dk#!yqK5Z4xp2zmrk-VQAzu$krQJVFN*HYhMJa9{2
zIPL8Sym>wT`kdpN39|>{UKsrwO_TN7*1(h=U_qZTfBenN?JyM+_v=HuSE{2iDGtlS
z{Y`P5nmet^CU|kU>99fBy8T(=osx@f3fzL+Y+i_%(Xf#E8*}ZN8b~Ivu@ZD|s7!Mf
z^qGhx8Mi9llABZw#NJ<+#ESTIlQFkz<dSMZQQh<r;`TBmDjwpc<%5@x=76=1EwS*9
zrXQ43Blo}XVwQtm?x=fsh_0w`iHEyBTqcS}yYcc3%)>1&Xj8Hj&=@<Ag$}Q13-otu
zHCTGfU)T86P|t7N*KM!9oG429SjuH@`#E3^RoW<=9yj(O2U#S?v7ia<4e#y&ZpxNv
z6U_zWB#l@`;1=7Qa>iQzf|=ll_CP#BDr96N_*pFlZ~3k_FlX?&0q|ThVRY27G2hUu
z9^oHo@t4{ud|Cod<t1+^B*kP;gZGjAEayy)SHF^7&#Za7Ijm2~M;rF{LQ#tPV*3Xq
z2H{ovrZ-6qs<^Hl=3hC>@0HutCvQskqs%u|THMY_v!l-?wRYASp5k$2%UQc5Z5gnr
zmm8jZ)ZusGAv{kf;Obg=y%PHvwjV2t#Mygr35|;FU?od-`CJcyNpz_$Oa)~uXPgrj
zY6Nq4aa?JcLP1q8?0~W<0JxUMjgiIF(|*k;ZEV_ns<C^X=J8GSo#rg5F6tRP`P$mp
z7CThZ>UzMCqt2hft*X32Z?F{TC<tFD2g8fKM8ty$SsNz2X%D%~@3rXi@dnkUIj5$F
zL6G^VmNPP$Q`X=Js%%`Q$|&f$oJd~bn7YoCFGb7p7KQ$S2(Dw&lCnYmXED4{60X3O
z{=f*X-mB5nnJF6aO*nZRaJ~>vil_)#IRaLf3vdC-$eGq@#qJpY!?Xn7>i5lCO({1+
zy+)?i*|V;dhWECOk#h!3dzJbH$o`xQbgo)n(ho8<%t_rkZ*aH^lv(OC=dR?M3ARU@
zcg#;v(*$X>aI8n6$~#%@#C#%L1wYIqKc$&EV!B!-#EXTMe_<aG%wP_s5RHRXWyB>h
zGq0Xnw)*a*w(>-6Q}Q%S2nmxN?UhMBBtUg@H99?f`l?6@d&wUCOTHF`7K2A}|HD2E
zDGIs8G|k6_j|_``X~B}8kOQ?Ra)~rm_?f=AR;euL)t(5SZN9FHNTp!^Bs3z3GiY!8
zv{PAlvx7U&)W-TqW&RNrBalr)m|M7&>O{3@WcjcRK3+bC%>vI)W#Dp31!KX2sy2}`
zl&P;QDaAC^bm)tUY`h9p5o1znXxXICW31CGw=x0_TU^M_5xZcJ&{h6!LY-s@pETZ<
z+ooDOLs1dWr`5<+L4m<5ANDUt(*Z0qm4PHB9bweCSRRqZ9$AuRv+ON_rl}uO?qocF
zI9Qmn+30PfJlaPYpZ2`1>NIj*K%(H*It;@1$WbeqO8rTmJ~GcNtg=5P!2ro1HxgJN
zaR0jYC1j=)cX2c)p3_wl{(PlE&|TTdLeT6dkrCu47*Zd&_^&oh?^athh65oCot6E-
zJx}1ni3~6b+d@gv$PTUZ4lIy%_phQcw(2-f#<oT>aZFr}hfao<RGw{`pOxQ?(0<Zc
z>ksVlxMlSCB87F)mW2(|V=;G){7g!jw+Q(;`Q<=x1jDxb_Jv9ZUr(!jB(3}%+lD_>
ztXTD$^W>vMkgw3{4$tgt52W8n&|_y4k@7d(>)JWH)Io&%D;OSU9Jnx4>#CGMSS~Q;
zvy{NOt=;O7w1NeO$SFd2IS+m&i|Whs@E`q0Vr}3UiXk7bayen)RMsXA#q5#dVL1@4
z^|LnJxw9#7F-qPm%IB-ry=kOPVd5`rffK4?(Q=<~p-r5)bI09eZrWXVs#b?yv*AZy
zfAj3anv$OC{mJwMG2VJ#yU)bd%cxF#{IHycQj+(y@&)d*-lz!@{9w*ic56Y_2@6x-
zSVU^-$6I2V`Z`OvmwB)A3bGYHzVF}6^kx^Vy(OLz_#U>)8=veRzvV{a^b}oC5)p}D
zd)+1FJx@4M*Av!25KD+laLzlJS-SlG;34W<G5FmJb2#FW5*a%x?6c1An|w2%kjoCu
zDFy!$_=1qt9~9tE;QK#fE`xyYAGjB!jQu^{GUxBq_BY%M`hg#Sng3EH`%m$ff6w^;
zUL^~_zTZ@`ApId1CnzNEpK$cQg1rC`{p+~=5we#V&<Fnsdw+2~ptpa(-d|7!)cwCf
zWk3e`+o=4Bc>mq_{vQKgPA&jy0_s<gf)lhcGlE+F+k=zyxAb@53t&#*%)bF&5E=!r
z<$tq*@`1KrwSj8<hvt?Y7-M!u0LXFy*cNo01$Yj^xBw0Y0uvK413{8mK`0nN&LAYr
z$qJkgfM5<FWHKnwGN?oV&H|{F4S=z~ask1dIf1^g1NvNcM&LCLAh`0c@W{XY2la{#
zfK+TCSPKfe45}5_X8~brpf)znKY%kU0JZ_ODkrGjz)?_1pj@D~vH+vQ3bd7l9n=n>
z762D>fDkc&@Y#TOmh~4dX9iyReLVmB^nU>0fASsp_iHz@voilpSEoHaVw1y&4!O=J
zzhTl;`1Z7=RV<Vw&z#zXNg&0MfC#d{kCixhTx`|LgR@W!E#&6)(r#D#NZtL;F95vo
zF95KWW_@E(U=hcY`i@c35A(APXZ%gKwG8?Niy!BD=BEGvcBw03us!1+^1gIBOubrJ
zd0Ztp*73U8ZEQQkTk4=&{&=+SDus3DeAr4jHu2;8*C5aI-qek&=vj{u*A}M<3?pwz
z8K<J}H9Trn0<|Yh@8~9NkJK3U>P8LUJ#*;dB(<a$3-s~7qvJ3?H$>@lj6ZNZ-aA;v
ze6-%j5<}kFS@5`Y!BgH!s$kMC&<KB=&Mh5IR);VxWgz%W7$d#?fljAL@^i*?ZnH^X
z$rmy<s*_}we#cz$cWyYm@LmJWqV&md#$$&u0od33=2wjF00&-8M)(YH--5qm;D7AG
zjl8TLr)B&%37Bb?n}@D&bvrF9+%PDax(L#IkC@~3@oL^7Z*5)u4#O)?Z{y!22!Fh$
zX`sf9F)H}Zhi)8GAMP9E{7dWaO@!}p*M1`ByWoGWeeo{&$Qtz5$}-=1>Dhr<U-#Vw
z)6^aJ*Pmr|3)>xnSI*ix$G=MI7FKZ{q1pgqoWzJ8Mz);<$+Df4;g<GhxW0m!v8#6D
zCr9#g_x;CC&m&iUHcEZvJYgznj5*KQf&H8l<q*7~a}8WYj8t|nwd3Q-hHtPESMok!
zFG^6=Ui`~R<8RvJzoTRJKhW_nUi>$HY)ZuN*YE=W_cZx$!tXyla+m=xqrVtw(6#qB
zBmEB-oqsaYzsD5#4@UYA0r}s_^<Nxum|0l<I@kOep@5SKuuFhd`DLp>*5;SZ0$f#o
z1xonMvT$$#787uZ0qiW`wgcK&LAii4L89~DqZqKT0=fSZx!^xN2jv58ziI>32yB3r
zV*#u)P%j%`9oYaY2y(??1?mR5=CFgTGvFA+%)<4{Nd|NdD-iCU6R_~?fO`$dqO-C5
zX4%<TK+ZBCrx{Q_pcdeDkacI{0PHZx76WcOpkDmeAHV`Lg8In{auWh<E9)=U8(>ZV
zoOhUk+JCv{0CN#DV3V1FK7#BoXc+)b(0l@#qd<ZAfny+79u{DJVFCKW@@xKL0?K3p
zdIj_Xc#RdPofVi3fLeh*{I@py_mN@&T#G>4@2&mc^RokU%3sf70bHT}y8r*jb6^br
z=5PcI%inHa{{4IdI70n>zKLD3=wgHqJb6TK)Mk*9i(C<g2`3=J;;FPkitd%d(!l$k
zi{*B&sko;f*qvE*c_3l$SQwdbWEQ;oI6uoNGWYKL2OQg0vHJCzIugl_%OekgvS;V_
zX~DwwEix>K2}k0J=*XV_L*`d-ynLx=zPKnYZhozG>aKU()40L=sSX01U($&Kze4!w
zAb&Jpwqzj^wOp)a-e}ECvhKePyV1rIZp=VqpNfQ{nESSi>n^6)ZIGal)<q4eb#cPq
zRG`y%)pVBqmWng7i##-(>m8SYT(I(XJg3oUFj+O}=w}DRp3-2pYVuX4li=&&`}SB%
z$zn21z1UV`PszL3pJaQ|vq`y`)pcpjKhjc_%ME44QbLW;dnjiWb93gSNCZM3DbI5v
zhb1=AE<$dG@o?U~KTgQkHJ_c!tyrigA4{<`FV52xuwspOzc%OH!00f#IvTlWy!u&G
zc9Ac6jY(KB5rHU->A9&6*w-1v8j62qUx6EuzrA~ZtQW!jSG)G>J^rg*`(Hf`|6%w3
zgMs@qKFPnea7@gAXXT%F(|=kx&=vHbKkL6Q<?+9ze=p_Fr9IexISB%mfbrj5*T3w;
zFBi<em+|KwC{oF9%XR=)_^%~CfE2KAzeg%z{5K1HfR_0HEZVPoLQrY{e1`{^#J{~~
z|KW-Q{2c#w$#tun%WE&7{H&vV-t-E&T<w3Xzekl7|H>5Jtk0XDJ~7N0x+v@S`4d!i
zH-WjAd#tk4$vd1BD0oGGM>o%;VrBOk3gWY!SW8Dc60MnTQaQ6t2_`K0KH*mjqOIqt
z8uwljp^q$8>}t>PoY*HJF;=-%hP)VAA3P$S?#DIg${33$dR>|LQQK6C35uv^-<VNr
zJ{vs<mma0bY;P{v&Sl7qF^~s+Ur2ILe7qNkdeZj3UYRmG@Et%Q+%65SCY5Up$!K*J
zBilc#Ff@X5c@;O941>CY>kVFRWG6c#QCgc467kWvWQ1FVr=~a~7;FA&hDl9FXF5kE
z{k(<C6IkIFU2FCYzE3h@tZPLLRwKbJtaM>`VMJ*;EvXI^Ln@;Jp7{`2XTA(t&Y)7I
z#W&Iwi0v)Mnm}7kY&(R6Nf|pMS})|xexlO&T_RKFN$@CZ4`yz$H~A9aVJ+QBXqf>R
z@3OlDp(R9#JI59AfcSX#s&Zf4DHK9`Cb82obvb%1>4bfA$xX0`+=`*Xd}GDMor<#y
z*ad1x{Cnr)1LaEu`p3iAXOlR^XI|%RcCvIJ3Ts72SVQi9s>@K~GdrKV`F=1;n2PLl
z);yQKW1wEwlv=WDCGc@c*}j(Ti9KAeWrUpkBl4U2E4wh(tK2KFNW2#gs>@c_Z{cR<
z_-62^>s&2xA@ks?5DFiJo&8FVr)xhd)2Lfdmus0Bw>N0MiOi_jp%GZ~!Js9yu9NXZ
zGsZ$#3ZO|m%BZnXs$kh{Q?z_2xX5xh)w5`hf}`>^lwc2hW47DVuP(_BD`f2SeH{~7
z;I;i@OTd>?4hXT6&qZ58cbP`$1lCqY2<r~$R<n!h(DzscHL?AY(aNgwYsKWy;E-{q
z#8SC_^yh^U#B}3DPa5VE0zb=5BQS?1^QeRbhXV@}&LV2>P%Y-c?V_j-(v>ZE*BMv8
z!w1-^%Tm$Exz@EHbJY!6AQG#V$~7tX*wgUK&**ZIQ?tl@qo89cou6&w&0cCM%^#;+
z!Nj|p9Bto4e}clG>@R&I_7cft3b9}?Rl3vUg)(Y6k*Ri>-5@foGX8`O)I>`^bLxIL
z!PxnZ>H_~{4_x9=@MY{8dW*;UOHunt40#nJVyF4?GU~A#8#N%5D`Rd?@pC`Kc`uY_
z+q+^GxO7bkY?nfobmjbET~3t@lOI))L4)q$g6P_kMH<x9C++&ga>e3oi8i?EonJT+
zY3>>89C%_rI1?Mo3abWJ9g&5XOSNlbfsNh6ylo^+O52rQoGq8;a;Swrc#Lk3%fsW1
zn8mhypzYh^x_w{U&E<l*kcV`!7th8|%xqQ~9Z=^!yp<f1u}vq-o>W@2Y&PGVSv1NL
zn&IrmYxYEBX8+ng+-C{p{vf>KWEC}LG|Gh7^Ba6p8J-{ROfM}#NAbd!Hv!E>dzs=6
zz1%aycZlM!NG7>Dv#Yte)XbALo3UKaDe{@q>{)|a%6#-(pDV0RwQ6V8VK0<v!j)w0
z@`BX_5OS-EXvzXMp&%b#MvW{{h2NEYQ!&^;4U<J5s<TUs>|(j{hs<BAK5(qF326V2
zpb_{5?d$gs?+7amYTk<6Hy5Yxv#T+=t{lje%nk%1q#@yNsuOv>>EHnG&cC$S4f^Oi
zS_n-(f6Xs~VO6={9GJLFoTOWM#53B;;83E%Tycn267JW{P5-0I?zX+~s*1gzsd!N$
zcI^J<gE*6G2E#BFA>Q{{uH{1?FNI_=FIF<zxWziNw071cYIP|K{s_7zqvl0RE*}4S
z@o*(tmkR!I8n2H+-|}lVTiZz}I0xY%dS7ONi}YcGMe$EP<v#Phz`yrBeycLYOfoDY
zD|5A{cq_EeStgqpq>!=YspIg~|6Ib=q5+nBbf0sX21lbE2W*r<|HjAb?z-f){YtJV
zO)tRu5XbCUp_*gvJ~9@ar@>o~92*s1t48z=`lM3GBoB=z;ZRR{XBo|Mp)BX=<vSyq
z%t5tE_%?c!X$(h`Iab+Pb5rQQ`!Hq1Lo9pnI+AywmfnPg7M1kmn<r6QY9f0j=R(`Q
zhhU?>msf?N<?5UmZBKPDZKS0JnM~qn=Hz3YjK<vJCPq;fmBhYWs|j;0gCm86)Q54u
zETfnoy=&0}_JSER(~}EA+CSb;7SBm2Mw+t~FA(I7aqfK&wNiB5E8TZ%o%+bE?$ASq
zTO>SNDb>G}38x@9hAV;JmR&k2q|L6%&zVo!E}rR3-HTvj^qI@^P!FscS&jAsr9n9l
z!-Tc>x5dP~x7BRmyy$!eOxp=nmFd@svSz(vDn46kvSxRfz;X(s&tBZ`L?8X9E7!!~
z3=KqEU3x!1`!8i_va1X5!Ao!`?l`k}Jo*H!NMEEYt-$0?mlg1|delk6BbBFDFjxH$
zStMz%$mpCGBVdVOYFS;U;el`{kc%J0xX#T|&&X04r*On_kXkz^2%F+<S;?)Lmh<*^
z6=+*9wBtdSHk01rkBF`CB#jdDr%dHji@A^SHX>@?a@b8tLB}VUXS8eV3x|_IaZPa_
zWXAG1icV@L*Sz-5I6G$Khc94rj_RsqV3}!}8Lw+J09#3?Tfw)QGm4U`n|C=sRl{k-
ze)kO5GaT>kGb-TtPQr$(Q1Has$gL~wYvhcYK(!xTI10mt+4-IMwyL$~&+EngJRSE{
zh3On>C*`<hb6U39;yhS~p%mleU_EEZABl0kN9fgzRNXe{x45veIp-2((FGQtHbuHQ
zdJT_8HjKHKJTI)2ORdYKJ6OGuGeu=0X0<d5aQx#`5nDJmhx(v4T)EK%LK|GU2?7y?
zd$*$pYG`3GPBq9FX!+x>6T8%<&0kRp&+OIa>Q5!e(m<!ST0sfS!>7HVg&Nuo5F!yY
z$$qmyBtMQFn_x|vL8LiRzNO>HjsdxN+IK37AU}O7iYRZ)|LOd#d|qSrA~xk9Bn~{?
zq$o^>G`#v$j+_KT044*(^B37N@NU!~!<}P)<dDq^l7^VT&<cgAMRrB4H;>eYyRbGA
zqm*lf$l>t&Lc5ySj7<AMIZ5M|q$=<!SSLa!CCzI!kZ(d!0$x;V*v8p0egneKJRbC2
zTu=H><t&sZ%Z-|vZ5lg=PE!+hRdf%W4fJemJ*>O7cJ~B!LP9bybw~;zBR-{hevfs0
z^IgOUoy@;vHSkn0DNst1v}KYyOQiYGDhVcqEIx48Lj^`EDb@igAX3tT)1L8K+-!hR
zR~my59{(-(9;-?AeYRgUnGqVvRaQHS*nwYjis*6hh!}YG<oAnDl_+8=(4Qw;(nl4e
z3ejqZ{j%P~b|j;3woFic`$|=0Oo)j87RSWM{;730aeEMRCBdrU<tiPT9qbjXWRTi3
zRLJM-pTXbkjHL9)zlswYI)$TF2gnz_nxHm6tP%U@&%YLe;?K5iL3f!F+)>ymWRdrh
ztXcJ&e{As?@_Fbi-kgVuIcI3y+b)htL+<w&i7{`CJH*h{k=`T9zK?E!<2V(puj#wC
zrQ=)XD72LgC%V#`Ey=I5ejWIPL8z>cT8JdI`GL|IyK;%Xt5T%O<jAM&)#T6T6UAEG
zCdo$9S*l1{0lulN?{7M+)s3=C475FWy$C|cQXtn)d&(3pyR(jn>EX8XHjr6OM$yj9
z9mNSBw(?vd2-R4&N^?x&L=s<zOo&6@tcl7gI>HamNO)+j9YIAY;6E?-H?_p9C86L&
z+7bIQ?F1jRN=1cDXowPcRh&)~r?s1WgOoAs_aV32oRHBWS%Vn0yx}yodhZLxMjd}z
zJ_$ij($PRvB+r#Mv>q!MJTB`QhXhyTPZ`8GwREtdze+1b^orxQvcp03VkqvlwZE@m
z<Qbf%c*l}Vp-z;A(}uB5zMBrWIC$Z!Fk%{sJ-9fTbQ`q8hS*;1JExxB9$Yl#jRd3b
zKXJO%GtPLlCD<h^s<#plVM1(MJ)h>WNh{Wu;Vt6=iRXH}dVBV4@IL6IgqP>7)*W`%
z7x3>mEnFUmTZJ<Ccs=`k=HJMdm$6mw7H!*wLX0O5d&3m!Zm2T$VK#^>t=z)HflyCA
zx~Wklb{hZWWNzir=AxO88N*y087t8T31yzUzgI|JVuai62U0Yj_FxDeE{c;nFs&xs
zzY=Y3K(pHssW@fN9SJ6uQKXEcXA$Aq4O4GrwMpwZMHPLFd}yPb^@>}E;Ny5H+9!k=
z<L_sFDkXS{$LYg~HcIBR=p+mqqs27c3!W8xvj&4)1})o^7Pq(q);Yr%R^YmRT><V-
zSj$MY7rfFIYcQau)p|~LZl_B?5WlMUAvttzX>mR40?h8#x=hh#Qsw<H%<aC3v=Y*K
zur|0eOC{8yhiK|$%&QS+rY0^8IA>Jr4Fyt;;1#@5Fdmr~vvG`&ZE3%DV5-Q}-_rFM
zIy+Qi9&-9A=95>Y`qAmT<jE3PrD+-GgvY#Z<#Ylwr0UbKK0n%4v_3u_yOX$nJT`xv
zww~j`6FUhmT(YShYdd**TI6lz<c|=6ALN;#tk=*NiD`O;6CFK9t<u2Kv7pf$t4#3<
zX&_v0n8_85QyPql4aqfot@9P^@qO9*r_}}RT$WeqFQFQaUo8${h)>TrAbsB$ixue_
z>dN<jOM`q9ZA0LL2ct+3osE{3C{(L4z~Il=F}*a@mgQz`Dd5p~)aVU_(^IFCC;XRR
z+yD9vP{rQd`q#RjjP$_QMPLJv13fbb@N*U`6a6nDC2L}AZt$N^5wW+m`_E@6nK;-w
z*@IR9h2`Z1K$NSagt8+L!1cFX31#5tw*Qa4?|_q{X8#xIUBLo~upC8kf!W#J*>b?)
z_TKw~z-;ezwn~*QiU<}26hWj*6-AmLAfgCLlU}5Wbd=uynb~VBMefDFKk$9;K6jtp
zN%ACl^39Vx-y{=ID!>wmbijKhK7zOQLEuu;h%<(HOVTNLa4v<yiJ=Y@LrJ-HJUp&~
zN68Dr{d_I%!s5X=i<%49!#%*!zFc<TGXvbqTKWYc5xzDk2neB*z|s#<D)5CyBKWdg
z2=K$p(g0epEE@2?akrbu7B9YC=fp@|AvIq}g7nTbM$lgn4-^L6#fsnbn#(|qf(ueH
zQt>sMoEUa*b#envr{msHa@2<!bvyCum)y(>4kDIw|4YdevqBEYVQ0vVd2ntLKN_1$
zU!v!7L_nu5=?H4~gKF8FZf~e_!RaMm7m&P;&IKk!K~Y3_PLEfdjX8B$rQV+P+u4qS
zE=9FEr3=%+NDwp|DIE-i;)UtX1*juza~6Wn_+zMmL`1>-oeMa40LiRSlX&5nlSJ<T
zx3^OO8BAw%pt7i7@va?75e|_!kr)XqBT^}V(SccoG)5s<;w%0sD5?cMb&5G$g<7Ed
zT%O=t=K>FgMG7G(l}dF;(K>`<ZU|<x*${;aQK{`gjP~(N2t(8DL-Ce5AtiE37G%93
zYg{gB3n#G71qFCUr9Zih9QM+DB8gal$i-oYoB?MLZ*~ao07Iq1LE26Zd!Y-zrxz<i
zBN1>hFN%R&poqiO2`URJ%LtE;d9i?#sAXy9M0Gg<?AE8ae7w8?FRq5d02*?4E=ad`
zI9+HWfE5&RwX{x9F2bz|b5C!TN0jH5taGu-DW^mTk!iW-f2FiE8Y$IUDBgiUM+bX2
z2!Q~gF$#1iO@lCzBnT>0+^ly@=!U#O_pJ&C=?Z!HJEX%geK;H_%0W&N2qeInR{SZ6
zrvqxqk5;Y;N`styV91I93fb)`)b<p*9)=6)0FE%30vA#!<%Hy7=E+ci`;T3jax!Ry
z3<St1FQ8nsd;!I_@UKObkC-P!?@0u0A=Dd)mo#4vReuR795@j)7I)$XqjN!tp)Zf_
zGJF=dR$&UiT)7BvnS^ri1}uJ5R;t?*d58<Ji(q<Ar9`UYXZK20+^?i+fv7CE;)nN2
z=M4heSp>0t5S_!(==@fx*3IE^+yah{!<BG2e2A&x#0?@((jj7JQ4u>O;VTjf4u`Js
z2b3H#g+u&sIUqj%BjB`YndWrlXz;|~N5kPlWIBiM7y4~fX@Dcr6OTDA$i|U?K(|J~
z<roB9w?W8t`$b%hMaoOLMO?RA&gX<>yi{052;_4)3O*-=|7rLfx>~?tsrX!lUdYwx
z1?iMcl#biQX_l+>FC`FjQ+6evL$QDyz&Q(pR;UdV;e^1_h~*RA=VyooDyngFe4x6V
zlt7!SGDo82XcSsdH30`DYA@#CwbOt|r9T=WCnXU9wTO8fKd2rEb4&R7@p1w+93H4G
z(2HHd(}d+9Di379=eRXI@C;}K2ns1cV=1&i|3ZmYlGYdnA^}z4wOa%RMMUJ`rcG&$
zSIs2^8Zfa(k+ynSJZ;9E6a+L`t==D%Wh^u`PifGE{0voA>2VmWVm+UdkVvFqg_P%U
zTRl>sx~Ps~#FR!EH<qD8Y5^e-R_Q5Lvk7c3GQnwwIlwkqsh$WL#Nsv+lC;pYup{K4
zJIxWMOAM1;G?l<(LB(E4Q0Ap)l)f;T=SOtLK*VVYS_y$sTS!WEh7g%AA~OXe3~wYF
zO~hj;BN+zo6_J4IOZZ$3fQ!Z=-~m9`aNT+Yd@fI*Qy2t7gI4L0xUFfoRgfVBhHc`M
zP$AaRbxNMlDD~Qtf~=IU<-0wo&X6&AElfF&OH=EVPN~41b{PCAH&JD&&ngso9e#(<
zKx0K!*;K|IAp}y$>a0hq^J5CV0a0rM4vWbcv6+Ri(+q>_n1YTlYKp{cA~<2A{#Eq}
zfn<I_YBB{7uQeD+*h5x^%O6$wBPbe*%7W1-BZI}F<RpXwpaGb0cmf<^d=`gophp9t
zpi6I~8Q7d8rjA>wgg`8oKzs_jGUJcO`C3I<%uHJ)ym-I>`YKOlrs_0&Z`4HAvpF!N
z6T?P_Hc3rNq)bnc!i22|GvfCm34=U{dNgE0U@#*w82m17CT8?`qf%A`6pb2TC~Q81
z7^5cWu?#tmh%tJ|>$5RJ&a5e#h^pnX3@hN_N|2CCXh0%LNR@;*A&3yjkw()-Seis&
zh%NwqNokTLN@E0LLbD+Vh0Ks!4`q$sSXA%I#vqP@=OUwVqeEvSJ6tSINgyGRh>_xy
zk3r_DS)8)uDJhiVl_m#)5QkqX8w4VyB_agk#eywShM&e_KtS&ysH|8VN%=rv3Cah8
zVsR9uDOo&F(wq*<*DA#+AET^Rc(F=#!Q$LftQ4;_kPt}dlT*Inpv)<LX>wfI_p9fe
z4sm5iA)(n4WeQCyvIaDa&qGr~HZvT95;3z$7Wbx&R9WI~|6<~xN24(NjT%CrJDQeq
z!fIzit4OJ=R-RNXk+|5Bm=r^`YCD9WKA)Hc8Bn(bf>A_Iws6UAk(uUFKw&J-5+$Qb
zmy4Bz!#Z|cNeDy}K~F%(GEo$Ads5@&$75`M+QEom7$gm-Y}{Z_qm^i5VL1(4#X&}}
zG-5Z{#Qd}wR_keec2tGg($WmYCbPu6gg`Z!?XgAG93R=Lr%E7mQ18olO=+rMWr4){
zEGngw#jc==EwG~SU29DQMC61(B&!aZA-;nKd15w`o?*eLytFD4wHgI6Nt~%o3)8}k
z%tPhD5wp-BMC7h)TpP8Kt#q<f!4##vd=rx+%{aYjj7JC*#>5O)grW%ZS!AQjL#IbE
zNS>ev1FVEDlSDHqwKN)xD<}ewS02_!F^bM76gy-widyJZb3#Is-Wdj{NJf&yIP|y}
z^e7V+Ln$s>38j*3yV1e$K}?1XDh=W&@gR;IG7HThIhh=U=w@<4mSAfkHj#?O!Gnkr
zh5<}~c(M?Rd1Fa~3v%gQtdgX~ITMmGr(GL0J9u7SG%Mt&lX44R!Z8`#0#<;_Hevyr
z+f4{WQN4v65~lsAhaq6;oD#Ly5sw6-623*0rSV-XmoP38navibGegOsF$Kz#Gh$*o
z#FxsntSCze`hCj8XCrcQPM|vIg857X*$V=6<diE$M))SGn`#h3QWqwctL+)LJrq>f
zY~E0sV>75|Hd);1PNy?sDcj(q0af{|YGXFQ(I7+#wPJfP6a^MUp3@o<OvrGRmeZS&
z$8fXlvXqvNgxT~+KxPj}$yORSlHkYf(G1-q&qxqq+~X$%DqIRjCc}dQ0xuPY1%`y)
z5Z3BF5-v>_VUT5PEem7$_%a*a$^;c4GudW#)M{ZTWNJAx2`o%ZYX-&1wE`h97GN6k
zN_5YbyjLR<0!uJdijn^SJ~5Wj0e0>h34s<S!Uq;vCALFs%w<ZF8JNQo&B$}+hp<6q
z{|pH@LGvbUR;9`r5mFhRsK~?9#-$?A1{_RH2n=e2(wKxV6<D$mhbv}s6J`m8lI592
zYPyTUlw>HFM6RRyu&|Jx*2;tim&6ctx#TR9Or?_e#C}mss>u3vPOH&Q2#i})rG_qQ
zgl$@yg0I!_!fL9XB8#hh9G_hv4%=fHOIoEAhIm%5jmM)H%yxl25O8LL^hDT~5k!P4
zgROYf6Y10uuE;|63+V1t&?(a}$a+UqCDIDQzzt?nGFgS)dRO}@b18#~WLO=bl3@o?
zLWzaxi77dBcOc}$43>Z!6NLg~t}5w5_+Ze*Sb#neu(DtPg^XHMYSD}20fxsJ=Btv-
zlv*sH=%EDJ#qn81np_Dn121Mq95lAiPBu$zURpvDi8*aXrN!?F`W$90#bvaGqnS8Q
zqtT#lA8uZfd?=ZAB}KqGIK`053po|QqOfv}LWYE778p-px{FPgv*~FgEtZ0qEHg6=
zjD^_)x>nia6z?9fqkN*u7!r=es7|^(mhwS%4J=`b;yyltX+bZrAU--|RAd-@ijS?P
zGF{w6h+*-nUBLE5A#u>BF3m72L5t1T-HLzTCFhx$GEM;IWr}fVgVh{?(W!uJdIo9~
zC%6HTQ%Vhq8DR)jg(0yiNE2w;Qbf!odmyn^kfs?isVMH%MKdZ+CK#r1X(F@MFXg2(
zxiQ5AR1M5au?ACNT)FpMI$Yi5^h)UPE=@tBCuyKXl_qt_Z8jqw)Q2clp^R2-F`?!#
z%*klues7Xtp?ei#SV#*<qBL`E7_}R%TD)WbWuFey0$H}%EqB`io1v4ck&w-*WkY6a
zCMoyRB{Z0k8&lXJpC>I!culB0LUDTBCXOY^2PWDdfoSYB$H8Z%Fe5pnkn1emNK#7)
zBwZmBot(AN6Z)tkl65Ad>I5WKs_fL94n1Iy)+A$|u-u3UgjT)Q5>RV0DyNJCF(rsG
z7)qt3Vs(U>&Da!nr_3n!Cor4C2Ck&=7+?YF7W!Z*Gw!m7>_|?anD6#V*jbUCEb&JZ
zdduyz1Fpu!kUKCmgo<1NsZAUgF)~_+W#cnkd<7~Fhd{${6j+*^8v<Mrahe$<o1?z8
zLz{&(E{cSv2msCm=r!-3(};3xZUA_d))h1b{9eFgtNEE^GRo8@vQoB*Xk~g>>P?&U
z)~vzJ4@a3Sg)FIaSmBUfDWpUhu-Pb0+fbJ^Y_)kEZk^EJ<VAT|0h=Qf>Kq=oQAhD*
zg<*1BXSO>-gg~=6rnY2)B802c%2Y9h2ki1R2a{5f*^e2cJQ>VQ8|6uf3lj4aE;2P4
zGeZtjB5t(eJArd`&=|zzfZ1o35(1%w+>VKDU^tV4=?G7$WvhKbB_GbxlXMG{Ph;!J
zZkIS|i#UU7KCD)=Igp;^*V?HpN18*C!yH>UMU}<*Mw21ur$|)v3{&b8&?%;bAS<8>
zRhfiTDs+m#rE+1OFu<X5W9$IT4nk2CRg*$^j)=>kaxowuIUVr3xe0Yd4Gys(b~vme
zN~mW;QH9-QQo&|0ywfu(UX;%eB4UO%sFuT4j>_+VyiPOK3=F1P&m+gNqzBdpt$ZEx
zwsDLQXo-f+fw;}f3CHYGqr@rFlZ`OV0Ljzrcr<GvtCV&hh0Rop)gHB<W~E6I60TJ5
zrUM62orpzIMUqChoAf@P%N!#FGU1GduGe7!ANRI_BdJu&L=i^74t$rGF&Pa8)fO|w
z7&iNLa)UT2H`oIhm*LeaQ7TOgQ*z_75D{in2EE4^%SvT{!S!j`3IH0pPscW3{sfc9
z)TC*`q(m0YgjgCa%oWj9^pwoQ7O~<0)!~FE;=tG@6U&~_6D9PR{gS9IYtSgtY^75l
zPZ?!0o(=`@Gs=<~W;|?jWe_>Xrwd3h1MCqhfY<8t%fVEZn{iOBG_^M?@UvM)y(G;b
z1jcNrN3B*c&7vTtr-UsTm%&FBn!+3&MDrsa0TQ<ICFGcx#t*9FG<z^^4|Djaiz;U8
zEGfu{gyDeKFHd8Mn2bpX6o^4#>3Tp-C_QOJD^Utv44G5zVu@&MyWhj3rPL`Cg&&Wz
zQ#ww{5e>V^RLBetb~_P~!HS4cg)16hyBQ&t10@97>;^4civS<p<qLZyF_TE9w9r$T
zu$vbRTcaGl#lgaS0zhaW+*m;3ry6PD2pxk`HW!@H38YS{j}vp4=++25XAh(HU`#58
zt*WFskp!ceJ|IH5<b)bbYqd02lm*&P;?g;_<P;lXz*ei=7_%`lQa(d04w~gEnT%`j
zGuiRD2<+J*N|-h?oHkBMEljbEa(&F=rLj#0MI27)<q}@jD3&v2As0J<%Gn|#!zrcP
z)G8C`qH4P`=(KnlVu?)>qZnBDv)s6BBPYz5KB?8GZ4gJIOyW*PNdyoECI>>b5R}|a
zCESF2#v@92zmZGhMU5GTE$T(%wkRCbGr|l$Y_n1wPP;qDiXe73UylaK7DZfTusT&-
zF;AONu@XkH)TdH={J@ih{9bj;Z*Y;>b~}dA6Ilhtm1S#n8ZHzwWSA`ANV?NxCX$;h
z#Ue452m-VPu*7n<F&q(k{2H|gafoQffWymETil3Cq>;pxTCND#T9wo&S7c>jhCh)K
zGgvwliE>dPIYHHnazg;upU{Ib!4ROClAdfVC8l5jH4>DPL$H(SVgfsZh1?ki(+NB-
zW7eQlCFN0+8N!%U8cLB!m0`X_XO*OMJV($%=+G#FQE@V0;v4h<MLHz*K%n|I1yv;R
z@&zoj3y}uOfSwhL9Jy~CE=G8M-jJ6D=GOp}X=Bdu@gO!2ALOpmsDl}Xz>#w4DGVBB
z3bJJyYFL)0Qj)-Y%Tt1g0CVXCW~$4J80Da!8{#}LLi&<^FkzR_9a)G96D4G$5HkwH
zUf>)XHGa&`$SCb58&BrI5P_Oalek!Mei-OiCW5jIt1pxCi@lz>E3O7mf*~hOn=#1(
z2{k6BGlPUcx<li&sNyMdEUT570zSLXs)a4$aE44LhxmLIm=`m2DvO#%wrJ%7XOJ#8
zx_vq!lWNq(18KcG!iWgeaXC`}BVs}zO{t>tIXqj?X-~$*dbU*`P&)l~51S#!Cy_W;
zV(=&7gvCY{Wj$`EE}abVX?$5kmKN%GY#m1<^fP@3S%uPaV~SLp;c>VMX~>mf0<TK%
ziZN-*v`7jVOIRkMvOt&0vULt59^&PV`*~k=OaoCuOyEw$oLY$(&4m0CX~-?rz+5g_
zA~W)BHXGtaecE(L;FZ#);;1^EKty6gP%0#c`C+4uM)6X7I)yH33mQ3GMw}3cC_GUv
zEXL<1KB<K*=WxsnuPQ<#L;iFq<kz88aUkxqXG{TYf@!pQ<-UweCvn;hVMdtFP^jr-
z2|l6o(bHxLA&||d2}8b6DqyqH^g2%%(FhXZC=XRQlw_Zr9;MlsiEu_G2Qv~eszD%M
zLT2~NXktpp?^PsFnkC8#vHWNx2B&iay+a)2WnrHl6L=Can?4K&0sSdaGMF4w+Mshr
zGufb&Vh30gTeS{95(v;_Nv&Eb@~LAk;2A5WI-N`yV+g}qdCu3<$Q{~9mWqhDnP^fU
z<>+-uA0;IVsQu=Q67uLo5E%c26kEm&3vCpiSWgdGM7p@&<9D%<Gy;oLGA|T|Wic0$
zbIl?yIbsi(=s~YP!37Kr57nupVTv^!#o&z9pzwPPV6J6Sss;3D1|?WVf-5Xz83B<<
z(1h-sKr_W8HrlK<C&NY;T2v8@!6M-JqB@sYVKbs8kyFi=CR3=_B%ujG1DDdLK^;Yv
zPpuM-a=-lQ{ZOlfKmgqP;#cp7S|tSL$k)H-S8vx@amsRZFd@)&pZschYL#zx#2gA^
zLLxSp6-p;3tPva77AlPps7gZ|L?1}|$x(bPc1a+g6-#G1R5c~UGDS@kCQTp-Xx%cH
zFUbfLF}@|5LL3@<$d}<+;tFX>q1PJGoQ4U3IGvlZ3Ek#Eg6vNw!ORB+&8{|6VkU=7
znYA!nMlTE1U^Z<CwlM4xlQCrRxxjo@XyULX7NgT`5dt$Ic7bU)A&|pOF+&g*W55v2
z7>fx_THIolF)J1ML<r2KHN=ukn^6FZs38i|9as1`s8<wW=>QYuRwD_u#7H({L17R~
zr~E#-IHQIkD;qN*CYhbj@wyZ)T`*|P&0xJ?+@R>SF&;f(3#Q_7l#-CA6Aqe^%NL7S
zF+kgD{Tz7+p-01HD-|}n<ZLq4F9p1(+iPP4193P3*g?q3!yGxfFU5C7&0H#&GU|L8
zg-gxxB(q2aQP2ZwSfP+xO)^%9oWc@WnSkyL#hJo{OYQQd(?&3+<Ws9emG75dy&rBY
z*C_YNuilH5D<R|vf%lVhIdbxzR3IVnesaFwObLPaLnq&Fri8!>aM(t2Zpk9<V0j>x
zU4;NkMYyLNajr`c0{`=Vacg%9(1JPc%V<?fSV=}8N-=N}W(pY&COo!4RwPwxeToo2
zDD>088h<RUl0~eDjz#xnxymTZifK`wju~Lu<5HIqv5OsQA33*rtJb^Nz&QpJ?2IUx
zw#lMu#Ln<oY34vw$G{M++?HiTVuHBB3x_jm;6P>K>LA}6lY*0IELTbeCgG?YSS+0X
z&$V(=%mU%b+k?Xu4j}|G;fg1`TN*+jUev!qB*8or0!vsbjtXa<S)BV`+q#|L$+;DG
zUk!`6BIY1pr!)qW5*yD2N8~(XSPou#7)d)sR(@I@1s4<mk6wz#3<6^mtjQ83G=YUT
zGG4e8pC}whUNS+>oB!R%S3=;O<3-J=6>(BrIz&#@rQK{PTN6N?Otnf&)+e$mnmCxX
z3lUWo%<3?mUKde;B@s$)OkqV_(m;U2l6VqU4u!&kq_GUs;Lc{%3S-zG^?J#XG?x)d
z=+F=!O{yYEl^M}c$#Jnx>X5=Jlp!~JbUI4XiqLZufsJaQ#BEu7)}alCA}OU*0~~+=
zA_^G!6c3b%vcgIym`nN+uudh@DPwjsMoZZ<N)d3zGhiXi8Ps5WJ>6$Yz#^i`l(>e4
zh%-{e0Lu_x5)&pPY-K#glaT?5LQN`l{s0idH&N_5t()uv1eVS!rBKNkQ5cnlvl(;5
zg}BIerr03LO^Mm+q)o}xIZ@b-xoC2~-71w(>_RJ*9@mO93cJ@6phkg%7c^?s!DJ?a
zs90gA!3>-9dM3>%iYKFBCEg1qD8XQkB0y0U4YBDwPNP+2<RlQPNEWwH)LALnNR6VQ
zu+z`iDh*~MzS3>>$C(Z}6_NNbI`H^tf;bXLSWLROBSDFny*i@GT$Th;>Y_1<P>m~0
z?#$4nz62FabX7{5ody)9Nn?_<1J$t-dUBWp>-BW4F32{)79rw?AyzCYPX<kFir$c$
za7w_PDQGwprumIb2Tz3>v?7%5HAa|To;<)8u~aF)Tw&#eO_(eik5ghm+j3T#!L_0x
zn<*GZ9YRM?#_*bS>_pBUniM*nSF1^ZNwG$*@Y<Lxcgz*XC^n;yh6Iv`l;v|7Qe-y`
zYz1&q*@#jkacGi8dJ^?YBr&&6rHT8p(TFo3WYUQ$M`H}FnrsZloK`V~m!U8Xh&&>v
zGAS%TXGIZ(IBF7T{0T7vCU6=6N>M<E>9Rf>Q_BO?kD3)t%7jS)#g?YobM7r_GHKLO
zC(R-e#C<w0Hytq8Eh!q;$>t^vOgc4|4cf9EvLP<aDy>*V6rm{*v7O=Li}|RT5)VZ+
zC>rrQ8QO?EL6lG+l2VKbDHJjWggPb6r|8VAC?sXE*fF~Vqlv{llQkSj+L9ibSQF(y
zGO%W&bZY2+8=V@Esg-1}E5Jr9Zp_Ne?PdXdrUjuU_!2Mbad@>Bn<*PiAXb4klJwDI
z+%&`O639YAV=|D;q!AI=M5=X~!R{P$AjF|X(o{Ijb|!*;nOPagjVTVPjAJ!v6ybzh
z29o-c-YAB|SP`e*C4&Mc25iJsNrx^Nr&D|wQ>S7leM&n`5sUG;0+qn$63P{f7)ut4
zQJ6W-A(}?zS+LORXUd}rQ7BCnMbvhEGQzS*l2X_pHVU+KKADxEQ<Yqa3UmOM!K34#
zGLbXw3g{87FDduZWi(qvAxRNB#1b&m!IF?UN?kyzp`~FOB48_{7HYt44!X?AOac&(
za8wjzBqI(+3X|HLV2hFrO3H&;$m~H4;H}d^t%SoDWjusHlV2_hNup7T6l{>9m@{TX
zz=Bb!m4QWAMm9=iW&<7_Ip_!pF$KjIHtE2=7OPlcB}+vN2j3e=W*vx`6#x@ld9LfR
z(X3S9XE_p5TheHwQZP$aYVu`iVwIUfq0-$fu+fA|OB<z086UWxNHA$rQQQ<1!mRQr
zEn%f9sNqb=BSqD`91#@PYUPoLMq~54Y+AkE8Q}4Ofw7Ab6WJiw!GNlwIZ_%HCFKO2
zE2WW2MSg*Wo{6et+yswl3@aHSmxz*7u$8PFWeNpCQY$$bO$KO2rP^<hP*@U}=hTKN
z${63F)7h=^AWvr$=v)DlP)z37Gr}m>>tV<v5Mp=g*;+3JG6}I58TRIA77VcFz|hGf
zCT@Z&mLy{wy;`S}NQ~hag)Ct^d_L49BwN`gNKVVZF;SG72%~Cy)`V{j23xDZE+M^{
z#-z$*+T6Y`Q9LUF%RHD$l9pIq7}Jo}WMVq7KJV9O)!_gvkFb<XYeZsYYUOS-3jwQ<
zXoTT5m<1_qKn3v(T(=98se&?dIJf-4y{l&f7L(0vJ_PI**!@Iii{UsFPBH=Mr-q$2
zve`zav&~EsjY3Hq6<~9Ow|M2z#uh>mr#i%NF^uF`#_2PKqL7h{IwPrAGL5iQMinGV
z+Jpvc>2e1#^6K<iCE2ZJr;`kn?V>=jxHvca(o?_^Nf<IEjb=uY0l_XdEzLIj(rg<Y
z$Rf)kG%uiGAhysImK$7@B$z_mLyVY`?3b~kE+eG3!LGPV%=RX!Ig1VPLFRzbRjR~P
z8Q;f>+8lP{?P`D^w!d@P7SY`P&-@*t71=3`?-0IyU+v$yUs|EK_r~X7@Q$0N<CxZ2
zwiEu2Tc+dqc3!AtH!q0Z@=m+2<Cww~zjqOGf)r@T>vG013FZuzZL7z3rUNA@6ove-
zJ%MkHm+*@c39qA&%?GCtU@k>S2e0IU`Fu7X<_Xv=Ay>$TS$vpFG}Eo=%37*erX&;x
ztBiJMiA=j4c2U`EMtfk&=<Vq?7rQ;%fl}I|2!rkdkZ@2@R*BqlX>XIucgDO)r$ZPE
z2Z=51f4%#;6QS@zZ(f01bSA=dqU`pt3%0eVyI9WlHq;5XX9Mf#aI&1J-No(%-Ilhj
zK)C*L!H#_Waac5-0RQ2GE2{3KzuVH4i7in=xr&zC6ke>|k`^r&f)@wh4i1RMTc4H$
zfD;H6+AdDO3!GaB`Gw$cM3Eq91E*dx0E|v>TE_0gbp!BM7NM*PAjjMf&<`FZR+6Sd
z1pp$7_3Hv}4OF9G&pKob2LMvzkiZp3A*)KIROti|mBOMUJ@A7lJ+fgiH;g;uJz~yC
zIEJ;y&jmnsGy;~@z(a5V6AeM&#6^cl$X(L5rNZx2{^B~8R^WEc-s9}Xtu0Z~uK7*(
zw^<}_+3|@x8-;Qaawj^<)uvOqz(R01EQTc_-~bh_oFaA18^St4_lQxZx?AMnR;;MR
zxZEm$2r5qYw`l-aGrjsRPNQH@1RO>wD=<J=?$l5m<9ma5RveH^C@g19K{P<nfvr*C
zh|(S92t(jt(!EZ^<mBLI;_fH`WGA|}fZLDLfO;1y@$+W!BA7s0xd&y1#H|M&AO@7U
zH}16soO;kB;=qQ29-S!?qJcQ**Y}QeFKMcz6RbZ1wA@uxS&ZA|D9|)s1D!YPyiY>`
z>;q_x!c-AV?*NXGvDr+#SLYs;$<G-Q{HX_zNFjboB6`Yog0hH-kQXcBfgusJHRg=P
zOJWnx%OscTs$9{_$tzJe-qLqE*~3NM<zj=}@dDsBy5go9U=EyN3t>t$=qyrXVqVk%
zx^MfES2f|~za>gp9dg;?IhREd5^q~AmO}!9%BL?5{3{7|XVIN<7os5G-f0Qjpo%y{
zB>YqPtjk-C(sGv-9iR{ImpTkU&|PHAeIrppi!(c_btEvb<Bi{uIMxV`v~{4dItEd{
zGmN=91iUu51G590LZg;sc&oI#7a1Iqi-hA|a0;!s|K#*o_W15e@fH&T6ML6d>i|kt
zQkq+$=1aWuyck!^--@Q<Hyf5O5>fK};*_-rQR=@3On1oqe^|mhLHT}rJC=&o_JB~z
z0qj<LRcic%dFHLe?5P9bXeJJjJK4TlCr5ZaO3_-R0HXjn1^id2F0wcSfpF?Cqj3Y^
z#PpqG<(}SJmeP9NvHT^K)1^?%?h(bpiAV*jcb{Whu}bjCK%pDYhUjWUhE5W=LpYSc
z-K#hW4BjNis_Ec3F_@#}#lBO=EQ>-|)8gZtxh(E#Ux`G#a3Bn(3;9D?uAn8&cdIT-
z!-{M3ADE+35xC|>g>gdfgf2k4hU~?4F8BBjmCln91WO!6JcUJ8oS69j*U2z^I;+;I
zz@a`}aZ2LRU#GNZ&`=S0zeDlNgQy7c?5~sJ=U_o!$WLAJ_^$<Ih)$B9zWC{1C%569
zCqH%W;awBoxv!Nr0{HNsj7z2IZv%od?2Y{o2c`PS|B%zy-+}{}l854l3<+AWV&Ek4
z6jJ4X3m$H3kqTRe+a&y}Y=aa{g#Nn_k=H~2hlg7x4ZthJ9x(%PTL=Azrw+H}|F1F-
zJTN!=A0Y54=3VD=_=Js^v;Hk}h&=oBkj)^#%e@l+WpKEye^+?O$ZOJnm3>g;9I!_W
z6L~FC!4czsh$!bn-R5rcI)e*W6rF*RNYc*Wjw&Vi_~^JBB}*l_)pk+gKMoCc9yTjz
zE#TthfTt(Mq=#($;B}?|Yyeb9JA+Hcl${?TWaPC=1%Z*@tQ8(aSjepeSp{*CSNew%
z7T_8sU@`uyV8P03mkPrIyb<>n-t=Dx3j~J+KAij)nG57WadF!m<zEO4@WSB#wqb-;
z+}-KL!+VA8#lL(Q!DpVO^Ug<Ta#7r@xy?xxo^?K`vB;mC{L5?w6`ylHl7k4$&TZWK
z5518G#l^pU5CJobM-&+O^MeX{BmV=&y%`K}-Ss013}&7`@IPQwc)w^VH10rc0n!4e
zwn`n6M~T|XpZZl08u`ppg{PhmI-2Ac;GyF%0Ij9y46axyCNXG_(EKxh23SFC(256?
z64tT8*myu1BR~I#4jQEc3i$9y(HQ^7<4Jz@|1!@6FrLN33H=enMLuy^L4%QR%PVX!
z=y~&;e;F{C1Tb)Z>k*?pnR%{7MR8GlQmMq@tuQX~vj3OCf|!01eE1^<iwB&0=DWN9
zgGIR={b0czERKLxRoq-WV#CO7K0yWTMgF|8!obKQUjJqGA_olozqB(IhXxgSgtlVj
z@20OHHg3aKg~366ut`RK@`uwa$)V#B8&C56f`1$u|L%DPL5x3=z{sB|{0|s^EB^_W
z+)K9hfsc>Y*1r6;^M4!~`30!pWFy~ae&~i1z>AlF0~nA;iss7K?LUr<e7jXaY~&3`
z4;?g0{S&Yj|40ENPq7um#RI!1`5OTKWv~D~i2`>_q@C%H7%uYX_7wz1e)0;tCbZ(6
zA;q^;7yiqD0pOtM3^;K>XyCwjguK@LhN&Ph@_FqF1LFY)k~}`-p&LjD&jkFFc4pwf
zc$D~z{FbR8GV+sG7#WP>v8-h8Xa!A1zR7y{pn(r202KflxNAaxgqGitJff+B(8zDu
zibEqW{|Z7Q-{w7Z&>-d+U`#27#v_D`{9ac<WaPKZKaGsM>GMMe46s{Aflo1{or#SZ
zkJ5Io{5>xfM8*RTC;1d?1#L#Y$Nlg@qjWd{yEGoHnMOX*R6%Gw@Nkm9Ii!Nn$hUb9
z9W)5<1WYoD&o|Tld)yO7-bA6o<4OKT!wNzpAK4ElG{Ekik`s%_BQ)2@pDa|+Y~*kK
zsW3KfTd=JlIP!<IhYlQs^Gbk&7*d#z5H|94`%h!z0f&@)Y(5w??(|;NvQq=O7cboX
zb)a{B|Kor1+Q-}(g*&|g)gDfOm-WQrB*zQhU<AD2AAk9C@$QeZ_;+}#Q8|&s8&69P
zB@&4qt#_d2UN=E($p_u;zi8nh-#MtTEza*S6*R>UyWfY;?FmCnyrAY$vctL8J(Tpx
zf7%Q`;PmZLfCce#nn&%JMjmZnL0IIsYQ?QZo?GxQvlawPgwN?8wU^W64+9m%MP7HU
zFf8(yzyD>h0Ba3^JbVOUkx%ec5EgmH=6|p#|Jr>Xegd@Q@c5%O<@`Uk7Ws_uztLI{
zN5>zrGa3(QE%KYS!sa5+-2BU6K^y_a2N3{`N6JCXXJr22K_nkm|Cg|Mi1{ETxDFIe
zr12|p+%Ye>sf~Cm=zk0UgKtp(&z*abmSZV-&l-Lw&K<b2GS-jK>wkU+jyr~Cil|7*
zN)qw)uKC@SK`blI-+Gmh61=hXKR!41&uftiZl*1UIZ*0Dq(#=Fq(uttA=TmoESvn}
zScI7+C)ppi9?f`!um~e1FP3@OwD<tayZ<~Eso?(Chte)Sz*fzFUW=3x?)_oI;sd;I
z>L1r4v*g^u!=^;)BV-m!jnBiT#0S_$`Hv&9^aR1fro<9gpxm22?mCqP^ZwkbJ#km(
zKdwXgZyBEde|XV%l1U7L_&x8sJ6uwmOTc%=?J;iz13M;4{0CxlM!Dz2J+-JUoB+4k
z-|3?Jh{JW~Tk1go1b3i81tpU4#sd!v!A0VZgxwh{;yA)KCrQm0lEA&&F*KGTvB0Wt
zC+L<)#aOs=d2>&-d|^>7P}{<EFaj=W2Ul2i>XMFt3rn3C$r*BVE{GL$DXIlN#j%(Z
z4U+JWVVjRsi^d>PNW`a3ooYc`H15PNF(yF<Gl$2OkZ-?0y%r=#;~38aF587+q!y%0
z*l<^v1mW97;93x#yhL~57>NzUYimI!uLJYMNnH_yO`=km;NgS+A}rPeNI@ugYC4@w
zLRc^ffpI;Q|7FoxB!o#NAq+b4oQ5z+beQ={El3cuhaKQvbx?m00xE~soJ3R{RNosb
z)(#D>RYa&fr)Rv*_oL_HYpTnunF`eU7ixxSxuTTlnF>>hQkSpMt)CH)<X(Tb#>T%f
zie)kwxUT4|l2)XF-4*yRi$W(c5EhBS!W$j`rL*y3-R+mo!nMl=ZGg7~Lcz6(<D(=#
zmB1!~AS48DB@mNBqEYc&X*AGc2n@=Arvdpe;qvVQ&=%r^;@*;mx@!wjZ)qXC6s0W$
zE~CesG0>{`)!lq2XmKZK5@*Pbc}O&vjo>MBeW{js*esJj{M_27PpUqEs=8{&>8C|+
zSDS0!G3@yruS;4s|Fz)b>28Jei&o#(9oc+ykDV9xc6{p<>16)Gf&I2dE^PRKb}@SD
z#ItP<Y;64k7HMZ~ZL^uyo^U5uexw*<)AFg8S6}EpqIJh*u2&nLpE-~@x*=l}x5*D}
zXwM96NxODh-(aQm$2S`6Y_zdW?F+R{d&FmJ)UUbfYgPBR*}pz9f5vw&wQNcGb;M&b
zcJ0BVTR!%|iYu!(?)P4Xcbyi#_w{d&H&4CZ#W|<v&Oc;n-|`c}VLjg7Q?=gIOJiv5
zm%LrC+os{Gi##VkI3@gORm;dKv%6LEqU<E?!2S)-9O}@5=j3Z=G#IG!4O>eer95%D
z8A%rE*>usSDvP?HUFJc*b&K`WHMn+Y;h(R2$-StBf>o~J{jc^|_1(NV>*rVACf+~1
zDwjXh>WDL{b!%H^Vm;oG@z1QxJTvO4?_YH-jErqd)>9gtY}hj%Znpo3cKg_xPrR_l
z{ql%+HeF_owbVbV>Aor{<d2SBn=o<6oWiy5)6P8E<=Y8y?0PS$vhkF${Ff^?<y|0G
zv7M{GbK90bf6~_9H+_BG8|=mdnNN&cdFt9*i<eI}skXIk-K`e7rq_?jZ+B0bl&$X>
zG;pQ#_}CiN-fBat-zjBlbbjx~8~wA#FN!~1e5Nm^ZnAEE&slS;Ne3*wI%)Gq6DD++
zQ#fsoy;?KlwH+N>#;P?G)zYqGuNd^}=kVmGo8Az0+(TME_ScSwK7QlboxgW&`fd7<
zeMaO(rt=b_?6zrj)xjM%Zs`Bv>(_?%8NW(55&e~^pHF%6vZz<PU9En6di>H$4W_Ej
zHJY*e=Pw5LZ8I)VbF=keb`aFC%lF%8tv0bL)p+^{yZw;XgP}-r(XVyRzCXE9?N*~y
z(VzGC>bp~&?zYc)`E5r{NsIT^4w`4)czi*#b7KR;{pZg8abQaQ4_Suz?%(Kh*rfIF
zOGgqKWK{6enURCv3ERtuK3Py(+RU+`)*uPT+C1cbZ4f3Ge%f{VnSr~jc6{#5O|_^)
zzZtivPFHc4Cx4i1{i5S^{u$E9Pv3tmwC?1xvqz6ry?SKavZ)Kk9ma~-H;&dlc=N`_
z34MNBe*MCZKTbE&>o*A|T&|xUb-nV~t+S_JsQUA#BiH}jyHQZoc<l9AZR@DDqNhf;
z6<!%^{h7XT!pIXn7WQPxpI&>@TI=mjb5(z+&TScfauIpU@kQ_Tns(^9Nrz9bI1n6u
zG?nTtS+{rAsZY-I{&fGeO|${0tJmrD=iA@x?_FJ)d2CLXQ6pQ->a5wk;oHovOFPf^
z`%y4@!`LBb_WqfMzk2PWE4{zxOMBni|6}z^^{ZD=RPEICvBFQ1by!PZJlxQ}W#69R
zSH7tK#zJK4-r3_j?vXA$yRARG>+q?f!-vyjX4q#<xZdd_?bcTgO<J!zE!p4wX!GWm
zl5d|c_`EBx`HmiG;pMJ3juwu5eDg|UlUI)o33Ut@=nBTV`7Mxj)*Yvow)8T#Pd&Y=
zXxet`Z|}Wby|QTVmI9h^+ZOU0hkHDE?OL@e2WG8bU-;8pS)l0Ix$GH+R!vOX>pyep
zw~o!mOjx<eIrTu@!X8JL^C(Ze({}fP*?%<H`o+@6=h|0?>$YVssZrS2v~t*<#veA<
z40T<u>VI9+<?8-zJv#Q-mR!be7Wz5JI~rSb^2r+?e<0XZZOP-C*h88R8Z?-3V6LIj
zjaR=y8@Fh2q-AS;z3;HWJN~HZ`MBkRIf@;P&rW>x%}Iw;WaEv?PqsMLWIq3s#<j?q
z=_iI9n%lqQ%h;hx=Fj&cXI^XY*{M$`lczMB+D-72?e$%q*SWAaCtq)SqH?|H@xc>0
zLqC7z7r0x)pPYg&gI3ZP!28#47%X+lKbqKZK+C?LyxP9|5la7INru1ETfbA)qeeAY
zv-O>(YwD*)wf;UBf3{tC@oK2+WLx{5BkNuoRcpX+;kWy+hKLMBpS{OFApG=w`z&sA
z8NK<c7DY!t9yg=SjQ)!1Z3mH=dZqbboo>s6t%vM=e$lKe1G?{i|Js^EeP_^j*4)yk
zily+_(iaB2<&k`#{j%@iBd5=da-Eq}qrvR>$^$=ii#AKqzAM@%ivRWz@3-!ode2!j
zXv;iL&+1>cJ+yzlZ_~=t{Ri(c72N!NS5@SB^W`>uo7npEC-z?Q_-CVqz1GW?9on;G
z*5wU>=Md38=9FnQ7I#!}-~4&V_rF_6(_c(pUUQ{WL3mN&?w3y2UGw;?zU?x7_EbK!
zCvm)R!{-y8`jy)t_Sob8jw1taeqN>b70-&xara#BzW6Ndf*pHiw(dI4KBbVnPxoHY
zRNvJ<&v)%vYt^`H-%3AcCah&Q>@Rt@o$TEjVe1<)=?BKmR%8lg{myBZU%2w(SKlQX
zXj*n#SQKmu!9%ACUS6kYRmVNBXx5~~KTd1=^`wNLsNJHu`p0)OVy)$o0ow*1IDT?*
z?N5hnZ*bu0E_Kh<dE@xmAN#HUSef{J<9Hu$#=D2T!>j%rXLp`<c;SnO3_YUV7O2AQ
zU+J0I^zrO-1CRaI@M-IZJ$M^tFFNq#`)%hh*D+Y>QTskRf8adXvU$wHR+5qXo|!%M
zr-H4u*6ymsn6`g@<C>rBP7fRP<>{`JvoBxz$+6}-YhLj9W1A1mf3@L9+69f?>pL?u
zj5bbsc;bLMP0!RgmD)9>+cNav*tgeq5D)r!$;_|cwXbi}w|~zMdyadFN&2o?ompRe
zT4%;bGbZ&FWcPRetvPAjhOfrg&ISV=4^F#$cnOCQQ|#XC>+_UZ;C-ff^(8NIUt4x%
zbH9S`JM`H;X>Et*k9T8dkA23fG{?lUzp-<9)k)sy-tC{Ox6F8D0epT~jJ9ZwzxlS0
zf|JBwbVDy6*l#=j&dlDgwhm*<*Zk7))Y3jLwL<rt`6AshRqg#h-eQ?2SwEAGS$zKO
zsaxBBp!GLdW?a?bm(+mly0fXVuN<#^wc!^j)`Sfs-l{j@>z=Px-zO0kT^`mOtyQmn
zkL7a93kCG8js|};+g*^5OBU>St<L`Xg+KWJG>K1;Kbc;Yw%_<}!5c>dOB+MkCwoP-
zYd+jxwQBQ#aOR=Z<44Cg+&1<_!_K<h^#$K~Mw^yIC)6pZ+ETas&8ti2amP*j^wmz|
zv2PAM`ShYXBixg!4u5RIo61I)`X<)*aXout$K(|+T^M#!v1QIP!qE+%@lvUujvl!;
zJ9KgbjdWF;+TRXXJ%6CfGjQ-H+>VDnn)0&$D}T#f!YOZJ&$VsR7+vaYN$%IP!)B9i
zOKb1*eWP^}(?@N+)-yY(<)x=GR~n08%b2UrAN_dvQtPj^6fIA%sMT&@nb(s)pF4Zj
zJ$^vPwYzrIJ<$5bk#o#z-=7`arOQY2u4LLys(iC{%^k1r<X!u?!1T$%1J7-ld?+6B
z&(TtQV^6LAcK(1S&n|^NKDaU*AG`RulY@`aYfNAiS{A-Ob;rzRbA~Lb>)_XDyY6FV
z%erH{-#soHn0(p4<&!<DYQ1h+^4PHFlPi1;w|`>kUu991*8WZP%)!TBZAWg<;CcEp
zyKnyJYl#Onm3&qStG;|^jSC**PnF;NLo)Vx$5r86(Sp~MzmJ~3>2$$s<5o2L!S~#c
zJI8Jn&OK@FJd09U`)!p2OZSR@5V9smBlYL+YP;=;GtFGxAG3;&6b)P3a`7w2u1=e@
z=bM_<LTi-Y-yGGQu`D`}(&z@c>8@4UUH$s|KN&w`ukiOzwT6XDW}Gv$y?j&KV@y!r
z#5geWL1WkYj-9^k+3=OV`hnN3-|W}tgU#c=Yij-Eixq8J89({s>h5K42VbPF**4>|
zx$OC4yR};Ugkp~Exnb+)AwF`T1#03}S@ih|MuQLR{w>Ds-*bj8b-h_T(DH5e7s6ow
zAKz`+KOXY#9bBLbe73XJbE7_-wPBaqG2$~#S9Ew_P-n)c?`BFwvAe!adVkcZnLkx)
z5_jBuy?wt7=j`*{)-N8p8>IH&sq3Nhp6a(){Z1Xhk?l<uKK;d%k9(1Ki5(+?^S|xA
zPPnpKQw48F@M-v?rH7kpPFC42_#;j4v3|hiMV*iD8C(CkzO~akmFc(Jk5(OtEMN87
zR;~C<LOL?CGH~(8o~@^c%sKSy!Ru$IUOs#M*rh-FEP;RN+O_kq9}DDdd7|gLPHo5j
zy>Yd5kG(%ReFK|PX|An$=Ndb>Pi-ma(P&3F)u!qXhiUJ>wO-p5{nEK{;q-tGaVZu)
zmz;B@vw!P_d3#U2F?5bfzhvU`lP`2S^T)W=YnHsaO0&1`sVz6oCu>Lj-KNVM&4R7c
zHQU-;3V!{~*%#JV%O0Hd!dI&$Yga7z60X{_r@z*0_W|e4n#N02hl_uD`I;lO@^Q)b
zS~p(1^2C$dXr!iBDI4lcEm+jOiI{ITY}svkg0;BGW8cM3St2tA{4{_3l2wP~9bZCQ
zU`V6Q9}dtDxw4lsyGxJ8e~9{3dh9*H$XR#v=y89w)Q{1}yg_a_P3j6Zc#`lx1nktL
zG8rTm9qzzl1Gh=xba>HwN8!c7k$cC`I^*F)%<hbnYT-PBAdQK181S5OUqw3Lqk&QZ
zUs<FBt{d?YI8YGaK_cK9dT&WO1&@+Tp#U6)1I17hc=a5f4n)S|6Wj!mgC6dIkO&76
zcfjEubP^5s40B&-Br5Ly=Dtu#Fz(sqzQ82Hfy{jYjwJ3q64LRa*mZy{=?dX&45W9a
zu~&#Zd4SMxhOjt^RxC!1#=v({vGdP~VfR)IxJTRRxObEsfuIKWE8{tqP&0Hqhth`R
zaY%3nN-apGCb`f+9C)KT1seC0AZ0j&f8mrowxcBx6(m3$gd-&Z9Eq;vBUgc^iv`g@
ziEmumVz-n4ci&4(a4(mbN~hxqOFiOl>K}ZoDRq`!C1blgw^Q!sLT%LATI@eLoBQ;$
zlc!Id_vWun&s{W(ch-J-JB`}}ej~7CYKKd8&V4xPB)sak0WG`zDt!iBv97v?9NBxs
zZ|c)=T&q^YuLjq#Qs^68|H$T@x>19XEEZj{U}X5v$X;Xi|GD*od*t=8o9b_9MAiR9
z-yb=|gW4<`+nDprj!)yAE@qa@JrX_`m(`f@=Xvy7;Sd@1nRNqe4w}8F$xj=*y}4rl
zjUP|f-%8mT=5c5C{&Gg6fy-yscK4iJZ}yljpAVv)xH$X!>(uIxF?S_f+t#-J)Rtf#
ztGxF$Ib3Pxg%|o%ZS<IOMv``?t_a?0R8D`lQaC)EE4n+!0O+Y(6l!zyL~T7Cj;HFs
z8Nrh0wp{qE-S={N%@@D_<@`GN#uqC|)?FXzy4K>`bG*T#Kfm02dU=nTeJl(5gb&=@
zOHN-GEq<bM!<Gk6JiXy^)tBFVxo$0CwQAK0Nt^g9;nrQ+8d@xxzo-@RrFkU{Vt+l2
z^!1DLS|I|}O85m)iyD(Bnp?cMkhO4HomP!zJUeUZ6OZXfnkMbH*?g1iK6G;R=-XV^
zJnkf}#+PmL)8~`6JT++4q}A_i*}ZyFV9+&sFUGMYRfp)Gnf#LZ#mSSWz>igGIpB!_
z6kfZ^<d&cG=y`0ftV`kIi#O5>-hWa&<An2+>+;WMY5P^xcU@e*PbBEOtM`QUSFTsx
z6&|#&I{)hdtiEmL-9(31Uhws<>($Qf=yT%Ps`L5`NcY<J$K^g-+P!%7Y$%ob>Zgl?
zU-{;_<;<Zcue5!3W1C(Fm|t)HbIY8m=2v(0^DX}J+M+MsJzITqvm?!C+q(AYam=~z
ztKsLDTuyC%cEa-E;ypvJU+TKE<unqa33Y$w_^*eTm?pe)W5eg)uRF^e{^rW?#(lHT
z-B>>Bs}sHU(fXa$th&^b{KtR^ib*$pU)-319`%p8usLw$^yJ3->P|iR;gzWvb=SpX
zqi-Bi?JDyA$WIRKw)^wbS2kaeU)52E9USt@>U~8G`)}&lX7-rx+I~q|xzKy0Z?g@G
zZcDyOT|9T@@hXiTi>^Js@Q%Q`#m3`SQHcft2YDN7EBCrR7_bhQGiU^KSuKbYx8uf(
zO#{>|o(^EpNh1+J1x69DU2b6LsJSqc6Hg6{BrrQ>aqbJ91-=jo(V#bwA-$Mmh)KYF
zl8DUO=7M#AXU6QFGBbm7!g$W@sR)oD!O(!$&I!2#PExTzE@30v!w8*-LxL%E23}4u
zM3oV&Wz2Fdh=)ds3&mg()~D2P;>N$6*(zmZLA~^0L&%G>c_ex<Wm>`#l5VFB@p_i!
z2#87`7ij4oEP08(^GNYB%A86sU!5{yoC=o_pZK73r(ZfCyz##~h5g??19USnSeCZH
zEo}Ea?HmBxEd$3pKaQC6@>7E@b`rE-^6c~PEKba6vwHQmQ>)ipbBxbCHgHpm#{Eeh
zdR?8q>e!#Hc$50nNNijydA(O^d-KJ~*yW4!=DZb+9sR=pZTk3W`}2F+cHh~d>oc>x
z$B!Kh+?YLQ>&V02vuC5@em(!whgWB{d*w#USC%RcuId~dcjKuE3$E?jzIxut4yTU&
za_Z8Fa|e4jy0O}SqRp3)ac}y6W!Jr;t=nU!AG^Ht#NnSNA3ynLTH?R4=j<Oa-?aXy
z?E5Xf8-{s?wex=O0F$3RwtdmL&d-l)m;ABsFNrnIsqyPenk<;V;>Y2FE0U()Ra#mw
zXNCV<lcg<BuXy!bvunaWmA@W6`sHKnefH%&M!moPwQl`7?-($sUC%4&OX=3+?cY_K
zGIhw*so<|~>#y59bEH;m&{wZ@LuZprW60k<UH)t9??$!H)OO8Y|J4cUPw&npb4=gN
zuJTIFB@M8rw;NtI_5Y~SN4NcjDuupxn>sCtO|ebM|2wzi>5a2bbo==$s_baH3m^Z+
z*)d>Jb!Yw8o4wQd#jLvIfxZ6VW^Zh$=Kf^C${oK2B8<Z4#=m*n*Q3b%*Vi<-Ij3{u
z4gMCVkJdduFFtqSrsr1lKDFyg(FpGk8|Dnl%(1=y#Vgl(jjnTj|E8CE&HwuGI*(1r
z);VxT`-gXy(jH#1ffctu<q_9QUsK)C`^>2}*bB9)$Tz<}Y}^LQ!5Ynm*61+lwSGfM
z;wtah^&9&2CpGHumVm8ScQ8F)e`Jdh{R(QCUmWrM#Np|=Pf$qvzZ*efQQtexS~7bM
ztxG7lcKV(fpY7cF`|rQpygGB=`DGV7H>EMYi8TFk_fx;0I(A^eioRc38$V4py#Sq)
z&~|rS&|v&R>IMd4J3405cg^3uR(NS<mr8?<{6x1q>Rq=EY<%F-SJ{n+p4vd|^Xl03
zEBEg0Gm%sHeNpf6yX~Vtd3yfGd!~C|pRE62<A^bigmix4ONuA`FT_pL9sR2<&|5w(
zFihM)=@yz_d;aKkUo}roUbl@^$nJo}l5?-Nhd-bio@uQk|N8ED=E4Hwds9ZdZfGT#
z-q5)&I{#)v@7bLn@88q5)&~pP8J`@2vM%;)HMr&*6dEm1Z?I+b_FhF_Y-to<NvR)i
zC+^o4Zr5<tQWi$(D<84!o6C!6vsc%S)V=XUbJ~2^8pd{uH~w+N&}1Y10<9V8+A!Yg
z36j+OH+pUCvAX`z)Y%uRe%)|jjZIbOOwA}~j=Qk&m}YawDXOvC$E_ZtAJb%<aBO#K
z!?DxXTL;MoULEx1kFAe9dF0g}-xl;+({}h<w59HMHm1qvo^lTBuIs*~vG1o%t7Gqe
zG56ixn_rKg8*c1A5$^i&`>Ll$s$VPg9;&sr=9pG**V!|1<;U{p531hYRrKM?r=x}I
zzSumtA=Sgxzcg@N<<zg#kB=w~9jBcddL_G3u?u}d&tr`LY1gKqr-!*(#Mh2{Zb+r)
zs?aVig_gV7qZfP-VxKq6veT)SXFuB7%l~WPNb6wfhI*HV{(Pe7I+d$bp1ir}jgNOO
z*b&%vr0?Zn$D?SB%j$CA=HVf8oC9A}ogO<ZwNluOb?lX6pCeCBn0e^p2+P)ez0OQL
z`_;=s13zQE$$NKg98kE785}@ytXH@`GABdF&L7^?fqF%;ZFuuFb1!zjw5)o=V_(-@
z@zn&=pedWfm8#p%4C!=s$e(9_d-7QJ+|Ji%BQDrJ|E0-gOH18`mzR+$zcrBZQ8mRU
z$HSc;@4jl9VuWGwTE+*`4XsJ9?G7z%HsV}}SAE&W_xn{oG(A*Ln_vu`MdLT2Oe`2O
z|Jcl}3+vYTbh>Je_S=*4*GFsLu6Z=MO)`kO?A12Qhbi`dIAY?COt$p_g|hc$jiknc
zg@I+ygl|;(z0dxYG+yQ1PxPNZvX+Iut6$qoO9wQZd;RF5uUpn`lY0L8i7~xj9D8`c
zOCuv&mmgiW|4io-kH7Y$kNW2(c~j$xdd)7aZ`xvIH>mYevEyK$Z>p!C=fiE=ZJBqt
zaQvs=rcaFjz>QUz(V@-FE%Ft%xmBKgR`ODx#m*`pRG%d?ghu-wuc0{k<L}CKJrmzO
zvtu{(cJ;Aq*QeIiJVM>Ja$RWX&%^d#zH}t|`zx9DA7*CL4$iAmRQaH(=iZs=&yTdz
zt)JSaI@0?s;hF*c_tdCgXZNQg-ZNf$a_sPZ?=BQK+dAW$@kiDKdNvT(`{9RH=R?zE
z$L4p~QupkkpT|-cP9&W<)&GT!XGaHG)o<hKUMXxF-)RqzHFDLg_VWhvyQtd#Sg&9|
zbvl1<l`D_e+q|aNnf@oAZSqowt@Ix|wEp9rug+$^fAJlM^SjI0`q!2>A5wGnwPo41
zZ-z$7)Guhdy<+LsveJUVq&clSG)uPV`oj;K#(Y?`x|w3_><&D^qzNk~wmiRgiuK5@
zOJ@$Q8+Bs*H>-BYpKJF5>D@z%tJhz=QZj`3#)_I7;;-!;yy2ytiB|3Rb^b+h__=nG
z3)cRVJ^dSf(8c`tGo)8*H<;V&xlWx-rzSL-J+fJwas9KjN}K7gZTjO~!Qlq)AO_i-
zVaG2mpMNQ^uJM%L9LLsm>C=AEtDi1guGrKY`8IL3TGtmUvrdex7j|t<laBb-S$Qv$
zE&6`#)ReI+mlZtK>FU!ppBfndu<pTM2Y-0t(96Hs#x3C=U3+dq|D)#ZJ*G)~k9|IP
zSj%TW`+V;?1^?Bi@yY!@ZeyC(sdsR7va+93qsp19{TF|I@W$e5-kKA}HkuLsn%Qnj
zweGW*eW{izcB-xqNa{XMy-^g}{E>68u8F<Zn%R|FgtWf>ZFk8pPN+TnOzj=>iw0P3
zel}yG;@aHvp||v7Xf--?{%OXVA;O7g*mGJA+18ZZqu0dA7yYjU*9KRrFOtVp|6%ot
z+Lvp7&~lx7sL-ekZfL&q)Q4YhZPmWTXp^8?pHGLrQGet1ENLO>;F*sKDjiy|@bgpO
zw5gxyU)Z<4Zf=(@7khq0vaNk@@{bMn4eYvS&a2%=P$sZ82>aETP^Dq_)@%P5eDh4F
zRrZ<vk3O;frQd`jR+%=<WIsOhSN4VOu7RWj-)eSLzRpY6+V!3N=xd{9bELL+K0nBq
z(0*8-1B`vF%az{Y2kT$2$0g7Ca9Q`C=}X468^&(Zeetp;gUmJ8);rI&JUjW~Q1cJZ
zPPA`XviOrfS1#UmO}XwZ)%W90QJ5W=drvle_RWD`1gAaG=r>xo9lsziEuXi9V`%-^
z@cQJg<eK%mjCuCQKYuv3X|tjA`>iUsU$^`R(~$N(udVCd=kskV3Qk^lw?@~d!LF+(
zPaiI&F4{6^$Mt}$FL%l`=lI|47ne>>t*Lr=p!BC}`@igYLALq$?5lFwlG#V*9a?#^
zci(BYY2P+!&pH3$j%Am}ZEf(}RQ_e_w;PbBK4>9*!+5hUy1($xxz|n@ra#f3-uZdV
zZ1lpCn%!S%+xxd~S6%ym&3y$_6>YmVNOuV+Eg>Melf5OBP5~)NWlL_lkrt%8L%Kmy
zLRuxHL>i<;1VOq(Q2)XAd%sWgJLml8|JOR}%wDr*_Py^X=b71SUDtixb4r=@!~OXw
z_uhg$QQc0!0$VOO*+K>3&Gy8xYZ9zvBJuRSEAT<t61p%;j>_GaSYU%>bLRO0D`MRQ
zuDBwqFon1)D5GrBND<rw(pMeN9+lDxhsgx>SZ1-#L($s$wsOWjn4~LlE-}pnKXRIM
z+n*w;1t*<4wXI!HO5rI_pXZEea$C4^YYWU^(`#HFz2t|pc%4PHft@9>8^&@ej5fN7
z>j+;?T9t^1tDCSDLt2$QSaYXpY)WfjP+)eGc73zj=WtmBvfStPVM}zm`2ihfG5agr
zOtoc<?tNe18H<mINrH6jjsefa+i>6T#|&WFTOw>H^YI7_RNco>L&49VuO0ZO`)A^C
z`JeS>JPybc*k!pK<VkgCRFJ1ju592LnPSoO-Fk^@){BF`ATe8}_td^_u{$lS4{co8
zW?MqCmqc<pXtf{tNYU51B(9^_nQQ&3mu)5D6=v7~<A6EjY9ZlSL#4}<lHe0mn!lU2
zgs1Quaw4#@;3);|8H>i_&r+Tr%@j|AOwz-RbF4%B{W^~op;wA+Tc>V(79I~0<UBe0
zU|MQwYgl>IV>`b%!KfX0J-Ca#%5+&=RR4Ooywhcq9#+;iHVInx!dX9%*J6*+lXW7m
zMPUTxT(lW3fm4RR&N|UIy+<ho)!!N3h&9{B3wy;Arow40>|?qgOTBEw!PaD6U|6`a
z)T<tg<|CL5N%zpsUcrhbl!RXyGH?imb#HOIB^;5J{!nUKCn<z)7k#DKr+=X^-{1f2
z{b-cdht9nd9`yR|BRnSR7x&C=Z=<%JXZGbzw9<AN%Z#nl_u?Sh#Ew(4E)f<eADMjU
zm7`s<em7kL#-mElUJ)a>q(AIF%=Aq{wE=WJq@O#oxHyL`J!o1oFoxTbUH6+7hi9<*
zezo<tG)pq=Q#}1<&oXS&Ol*WOh-Pi(xpWGfOy|*%XQj78-HWvXW2YJlY(YI@#Zqy9
zu{bU`k)aNZ_1@Ft?4uVq1@GT)B1I0#EgoW>ef%Q*sID#v-8`!068D)5bwE8AXfZ?S
zLIuGaCd~J*%7Y$=h>GYtoNOtndwnZI+3P7uswU+1yXw7+pR48Mo=X}+5Q6vm&5BlH
z=*2V3r;Nk8?M`+|?E-(`7dB5}O?okmueOF~3D4gENgWz&gWf%?f*VhpGJQn%9Pch>
zbQJb{qu|>-`O+mFx4h|j+HxG)e63zTXZJ(Os{j{g<<KKj-0hie;V>V_43lwn|C|lT
zNP1Tj@~QQK>3$1MBDy#x?WVYN{moq$Ix;QgJFV;XQSiO%rjG5ttEBd_ie2@2qAho|
zD7$i>mTae8=^=CFNgQ5L>7*ajU$bngWm0;jlAl>J@o?|uoqm4l<ui^m#YcKAR~GlH
z2>E%t$RBsyz!GZt>=e|^2FI>{*t4NZT=}XSA^FKRwOy?)T8>Z)H!zqY*BP7t$}0w}
zDBK?WCSo3^TpMm*t-vW;NIsuIY7O<(1Rd%=K})6W2h1KFkv)h{R!CZ9BFst|CHc!m
z)!Wqx4V{npUdLK1pydYZpTA&*I7n1Ph13~9TMO*2Nl)O?&Re=%d+sO2oRh`!9{)q~
zAWpHdgN~Y8-yLrM;PF_NQTam_>Q<kk`VHncy2S^fV-oB5`8hL_5pAP~R@UD;grYfe
zGzzf{lphUtGgp`j*UZ(-daLD@drWpRa2C(Azc-E|x4)`E$VE-*uUGm!mvPa0gE)BP
zL93@=9uJ{<Jd)T)Vd(8Hl$`yOeu_UGAFWu13l;A;H6=F%_ce+Im?&mk<uZv?z|z#W
z4_+*@F1J@hBBaUoDXupfVn#0q2I8WfQ>s7Z+?k-E_x^4&Nqv38Q^wv@EXqeC8`VHZ
zoTa6Ro<GQA*^IU=rEi&QI^d5!s&o`=qt7lE5qlYoEbR37C{^mZDMr^ME~Xp6o9LA4
zi?UTj^}Bf`xPy65?b2mny3bM$IyBvLv==l+eb)`?rl;J@`Kt8i8h45dPIC(6ReaA%
z5;_D^><>B))cGnVT_~zXaR`b`J3^++H*Qb&HVTVx<A29*o(g>=joB{H>1}z3EP3BS
zL*<%F{96Ym0#fGvaF-kdum1aqkWjFRqbUK|dV--RCfD=M+V;z3ok=)E`yX@GnA@A@
z%G+XZ%0opcwD}{%+njpr?B92bHWuF)##33L)-E=+IIhXugDE-s3NV<w3l?%836XtZ
z$_;WaD3HBFOU)JMkRkz#DGNT+W7$}`O79+h(#GkT+9q}qEvL}w6^J+M&ZsqRv^b3y
zHnv?M7OC)7G{g$KYBiG0VE<q)t<zFzZE4qc;hy9=<=yP9Lr*h0<O1I*0a(TC`_#jo
zftTe(Pi3rJNT<ooy@Q{;zd2>HmC{CzoAJ8BPZKn5X@%xFDTCvFE{HOUJ7O}>qs~n3
z+V**U1>PSVU;ypGDX+X5OE7;qYW7R^wBn`10B*K~p*|apC-+o@M=5kB<l;jz6$RF-
z<~}yH(-SRU-(R4S+^?`XcK;MI(qnSV4>J+J`3Duu4<d$II(`!6<k0-h5H`(L#LcIf
z57FGM#v=<1!poN@rIFT}r%w<He09rW>a$OqreSw4&h?ud&y|>t^Jy8WT+befNa8Rj
zP>$v=p0(9bepNH_cE(ZHQ6GFN1b-tF($@7u<-3{)1APvQ1}++`%(0e(r$?mMB>Xst
zGMJl^FCc85%p)Y9o#sPlJ=@UGb5MN(=VZFO=faQqRG0RTUp=Vq;cuxleWMi?HVae;
z=nIB1;QSy6Pk%D0bj_Q$5i)hhHS=&cv9MP?M-W(bTyE6E1cF>lE3f41XmJ|5D=8vO
z#kxeIP#N^WrMuxz)pkB@IQLVo)mVFHq`J*=W8Nz>58A-gI|M1jTJ(D<X~*@PQq4wf
zCgv>Xd{9yQaVq_FZjmsRCGv5D87FSz3cd7q8?cE~Xxil7sr)#lj!DWG$HG0eF=f5t
ziWYBd)dS=JJ`Wh}6Wg?4-5*2<J1u{zUJ`)I8@XoXhf#JSG^R;EqD39J(c9t_3d?qx
z8_F|qx~@bel>GP>aVG)4iPT}XvTp*INJEdevH+(hKfkQf;p&D7kCWj0L^U}xbUOo$
z|Fw1cQ0gHQkoZhmWJi=$znhJt-2TSdn-6=Ry*3*L+%g?A@Eq;0&xIg&c(<(@$XLj1
zPAxxV9&^i=XgspqUcyR#L|tgh6aC;!+^>HAE%uT0nQ*;okOIxbsBK^6D_R>utyi7-
zZFe<r#7Fkg-B3OWWHgh5>i3P%R29V|u23HK%1ruA;SQd>+EHHEmWNG5_F$OR3-Um@
z#Ro5$sQA9lJ;EcZ60DWZzBxxWM_qUcN9XNrOofxpYdB`DD7H3;kEOg*^R$ht+}A{c
zDbs?ooSY|H3S;t2Y>{&Jig-G(_)QW;`QCWghc6_(rhZEE<o%M~V7AJNHPa9Css5&;
zPx&5@vE?~Jg+(mgExFDHJG&bUR-mIWFGnerxST?X{q^#knc=K6KV5MCm-kvG-If-l
zTsKZ<bd$HBatVme5UjZANokZLe8(O9jz8Aqm<y%(!V-ElU$SZo@5~@FZlN3}XV$oq
zUg}1BG0G?D14Xn{+;R__hY|MYnEM@U$0Y@Cp5@IA4^-f@T9L}-GmLc5czL5j%wO?C
zmyn+waoOedb|~G*@$gfhwcJnj73#34csCH$9})6VxeT(&QXUss-PaM4a>WmF<T5k&
z?G{&)o~kR;?R&Qy4YQiFj0ELV9%1vQf4-C3t524=Y5tn#dB0W;Dm3a6<J*;~8|FtA
ztoO(p2+Qu8w}`V6+{B6Ub?swBiuSLu^9Yj(8!tfW1$3%0te6P;SF1ZE11)kdvCC$n
zPtW2iEHL+Al(uiO*-Y*vT!)Et?sG9(H4TTKU4BKssI(^PK3b+yVR}{EiBv2|&5lTG
zL3u%Fmu$b@Y+^(73)a2KTvNJJi|e4EuQ-8(altYU#;h5f)jNS~%uiG4*D#vKESUsx
z-!fxB=kgRqvX`5?ZZ<r)w7O+!Qj_04ZaS&|pj@MfPORu2opa&{&S>;rm941@%6qr)
z%d439JJ~L=(YL)wZ0YBOp2hLASP`Z2$7kOU{V+-)>-vd-k>}GY{5kt1J!j?em8-<W
zq>*>BqGG}v-ccTJwnN3^4qXx&%Rg3HLCzvm=eOk6haD3KEA->Ldi`JK3vA*EY}DQD
zmE<^%SruWb${=@7%2}h$=6*1cq6lAN-wl|$GzqEo5CD&MA1C;<@if2ve4rRZ&GcbW
zVe!x~g~;0VPUAR~xW~rC?s|2B{T)Hc$k786zILOqwE78xr6R|PhP&%Av@aTe+?l@O
zvA^7<JrZY?y?qN47o&3c<-xzjH!sE_|Hu4}{6EPZ1VAkOP42)T|KMo;B6rTg(tnaW
zNcaVE2YQj*0V?_T<j#Me*5L#FLk;jZu>-u(_?-L!h#esB8WINie;{@)h!uVbwZBO0
z{38(Hzd`K$gW3O2h@GDk{U5SA=giu_NUDFaIv^m#{cmPQNa(L%crXIWa=xG2!GMGS
z0>~kL9>IXX015uT+W#u~cg;Xh2OJP901VQ3usj?p1O&tb0T)2lYB>13O)vxkgi1gG
z4;a8<fmwurL?mzsm<4`b>Zce32KYgNuzsiz5W)`zA~Ya>u~9J4`CR_`fdP>fFyI{v
zP@u%mBMb<(K%Acg^+SM>fdPRB5Mu!a<PzuS2ta0WZvVR+5OV>9V?cnpfSd~u&c_V&
zSqSI_6o_~DxdXlYwZ;GX9E1d-KY(!o`vn#XSZlwq1pgTe1%&{-+^?iSX_B=qy%1&B
z-lp9LKU-3kFsgUUcr5tjoXV+}pF8g0;`DP9jwLd}V$-H}^D)0pPSZQMa+Dj%H}$f-
z)}37X{(0bJAbRFQ$YUS4Zh13Ds~i(+LrQdJw;zL+6lJR<({2odr_YV<F+OC`qQIpL
zjU;3C`oTbr<qpTxp!`>){B(l44*9igV`*u3dt_p9;lmj>4jm6d8PdGz1iC+U;i(KH
zxqi}tofyflJn*^omD6K)ar*=kYtOA5$*XQ0!^+L16sl=JuAqHDk8~$_633+zrtoz5
z^{Ozwp7?~^t=D6N1jvVMk`Dw`R8sO(dU)zLR$%(nEk?O=w!8JxUy;g5SMT~o#22#O
z3SMkci{yek2!_NIJ{9C!xt9cO(QTQ3*{!dT6d|8FDuS&uz`86G63>v@AU=$hMfB|2
zv%;$W_jjegOM0tBE|y{wjfCqW294^&bl+t4oHSRi%O0Ebm_6*atQwAH>Z7{$c*M7_
z8{N67iDO}aqxKnHteeiNY`+oDD%PgtTx!YkF36!?PHtH4t>&}gk^=8B@~s9qD6wMr
zR@{(5)L2WfxC5WbO0$fEZyqnc%@jdtKwW~w1JkoWKau;?>__6T1lQ(gBK0LxO#(0M
zm6=)$;!4r)Zei|ynVwqcc!GX3E#{dHK8#0_1+0sIe$k24;ju32vb31JA$lLCFQKMj
zjkCmif}8K&OYGI2moM8lY^HN{#j`al>b_V>(3xwH7XHaf9?5DwZHWy6ozu2t%&5Cl
z->(zu({cIi&cNH<Qp*rw+M9|}tBkGAn`u>{sMb(FMRV5N`hcp(Up&$kepHQIwvkmY
z<$=J7P+#?qxHM|uGv?8mO<5272X`u}<rU)df^1<Grz{6Cy<bzW<K^w5`CmTC^09&K
zF|XZ#=*9$TDa?-g5NZ)7>e}aO)E6G}mC8HCCcRd%qju}LjIPxP<&QgvtI@sx+CL|I
z8EsN3yO^*Ku6U?kzq%h<u;*0g`RRT0B~E?aKm*p%9cX&(`#~1ly$SSvDVuwk2D%lf
zdFxQo9?7Rc&NI^AGRe@31{vKV*Vd9~zARhwycrfaP#H9;dw282I(ExyzbO3fZnemv
z=~SOPpLMf$i@X#S>M7Sfw@}8DtDX(0;di>d0o}skENngbBzf+nq%RAL^$O9ashmW^
z{th+GOXz5Pf>(y<PeV@&m`^@>#?I9nDC-d7(|_^kygm9#M~O(>|J@DS2vU9p^;dI+
z!~JHCK@&49g9L<)U16_H%;}%pW^LFLgC*<_W>|=};cl9k`K!ecQN4)3&+u5T3m@#X
zr<zHmNGgfYD>tDxs&{th@Muw}shXzXvlGopXfcsu^Vkd4I{ZwL^rk0k{IX~0>g}pJ
z@itZ`u?Ly*>#J7LS`wNWL@d;lYC{=By5^!J%>HluKc@&Yqv~XzjQ3RC=L*BKR@S39
z^jSs)jcegomeSU6v+hvW7>%l0sAD})7gqjwSFvQUh_T`@OXi5Y7W&qGV%CIQ2K5vc
zKQ+KBVu7Zit2G*D8l5$5y~-On?=Q7cnmy`m3Y4k_N>v|bZNe2>@$zbJ%8d5YDQuY0
zFx5hdBBnr=WUDsS^LZGWEI4UB<nR9Y3EQ*2fjqz=*_0&z5JD8C`!qmiBe@pOxljj=
zC}+hcPfmv=Prc=pvOt~JXvqxJCX%+90KQcHJW%3PCjgf(z0J=hoQ`yMgDQ<bH$=fa
z3=NFwR^fJ0zNYzT<UJ2n*Hjbe(cCqG$5`3lN+q5oDx<`OWk`ZH4++2@{dYlG@Uh?h
zIrxMse-Ic6{@Gps#on8IEFw8NlEvTp+Hw<3v+oL<ZivsK6EP=Q%_-PS%}5Fk!9+2-
z$pNx_@1}wpr+E?jG8B?@!RF&YE7d@+bbwyzocAh0!V=E|^%`o)Rhy~vXmpqtYSC3H
zTGaFo9N0c=;Xn9q=Hxy$|C6yH&k~)3C&bR%)6*=c<?k<vd>lS4!x7X*S6sTCM}zZN
zmXFAgd9@wK5IdP8JgomyiYCqDq#0Zu>}?N;{LlSs8wx{3`5J2tF<|^$!Tg-Nip4UH
z`A?`QVI}6HY8DnCynMR5)uA$c`3mil8fw}h+|&`e3e>lwuMsYtyAu_|5jG^HdY2$2
zk4DvQq-odQlQFzbO`=N}aG)=-L1Ya|IIq)A%hz4Pg_#I2b8u)c8Qp%zO;;O#gO4~w
zD|t@XnYkEf?AhaVT?C);K-6n*wV|Q_4XiGBS#9vQfm@<^3qTe39nnT|W;dnIT`g|9
z2VycOe#<+ryYd+}a=!XmrUul4Ta#!rJh}~)@oc;3jjM^@DgvW%r>W`;mqBUcfFxLs
z?<M9=(UQ=-*l5rzOrq*x&MfM0w=g~2V3()f-VibWc$uySYC&fHzR+n}rn|<K{R+VY
zszp-?Z&o4)?OGAwA5mi$i03L%q}(mL&0fQaAbKhD4hxDb{=672W&|EyYr=7Ka%-0X
z4+^X=uTmos-=O!SyQ0W4G6c3dt1WiBVh3M+_ufwvb#pjAyLv4HFMVPRCwoBW=Rct9
zz{-KALsMEt+|mAnt*aQ>@Gpw+VW;oh1{K$WW1V_<)AdVn(Pk@6Z)A@-Ru-O0e{~xY
zQ>WR~<dt)8VHlX-ytH{eAg5=mD;|>KkZ8)crh^qMi|)oJovEDg>xO)dmzUnM8G(|d
zM?$b;DV-ohF{U5u1K+RGt1asJS}ym3D#I!Q^L|9t1UzBvSez@lIgSbir5K3o7P{^Q
zNm3_^Wgir%x>lF$j3Y^iFAHJ2w_ffu1<?!et1c8-+uLN_?hJG6{$T8r%Rts!XQV{0
zZ22MNNR(b2^qIK7i|D%Z$R#y<`u7!%Ubc~Q_L?6EUnI~pl-cTxyexKzuv#r-p7Q>x
zd-Yqkc}bHrTxU{?LFS_k<w4cuF?&4ShB5Yf@biLnUxUH?xGJbs^aoXXCdrIi5)zt7
zfiL2*OB=U!@>}MtN1U7Ay#3Vnwr5w;z=r!lUFv##PFWVqvDfow4b+Ab8y+sHFN9JZ
z4-2|e3~*ZdO~>U&R`tGmS{9RxIcsgP1oCf{cUHq)+i_g<XX~NOclZt3pFOUrDZezU
zx2tUSzHj8m()Fn;L?)Iw^X*PCUYa7on9UVXt|9-&QFJDadnjM;{_2KgUR6^nxbf!f
z!$zgl4xAHECR0IJN!S_*z0IV$Y3-v53GH`Ae3GRKLKP=((5u<3NO#%f$Tf&UliQW6
z<E@*vOll6UTZwne@-!Qg%UT?V50&k=W8OWNtC4kkcstZzpuuS_mlKG6biF^VPE@eM
z%Q*0o+?;>Hn`4g-zVf5`K3|jb^zHq7o7W#}FA^>&MoH6>&>4?NPc=4K*{ma!jZSf2
z!u>9NOZK)H=!?G0JsF#3Y_vuiv}ng<)_=SzP0o-|&hIKgVxLO1i9tNnvn>3;GPALj
zXSK+cY+1q8oN&S|Vvh{%C|H~A^<rG|#)jQ{&KZw~RoyH-9^xu7>dbcI+~~<wxaS9+
zdj><1Wa8UT%fIuS9ryA+v>nWsiBPQFdWI+6*7BvAN*lzL&ho9z4QEF+y<M=;1&Y^3
zG^IJ9pBto`3g45HRq#;#v5NcSn0voQ#gj%3j}Yf<Kd&Z`*hg92hvUaKq`Obx%iYB!
z<8NiFkiE77Cf7HHOqaRE_Z~9c9eLll#@*^{^L0UW`+<^_HsbSpLv=&4$}LfjH!&H?
zj-41pd}n0uGhU>pyRkOmPHgEncXH46vN<bhe<l7td@Wvf=c$zFQLM~k3cuXrLAB7^
zL6`U!qmf?O5wwi#I<v{Cjqdljl|<|EzE;ce+Ur&f*4;d2q6!DK78=SsGk3iZ@_~z-
zjgiR6YXp%><|&U^>Gh>x72L|0<DJFoMNbn>U=~L1?CZp!dAhXc+f-9KR~FJ%KN$EU
z>0Po*8MmNSRNI9pak6eMzDLeo>eP+2)UsTM{5&q|mz#v7pJP>UQ!njNW_Gce?7Vp>
z!#<&xhOvCxoN-QBzJVGa^O~G@C#l~x<2SPW+5`3WY;@JSx@={Pe)Q97;`gkX%jygD
z$f(qJpFQY)XbuKbVi0DNTagE2Rc*6jx2_!B@A9`rdX0E@bLG7sbdSzTwqMFMpTmx4
z%BGg^Rb$Jbi1F=y%b6;nC={AWDMDX@NB7*}#Is?KF3>aMG}SvUf}%d?Sew?mL20Wg
zZhO7S-Od2lR(kEq46(XFhsGhE9de}%)&cK&wG8VJ<B;HUO&=O@V6(Nu4%ps`$DuYK
zoO4R!&2`>ySg<qq|6Zg{{uXO<WdTd{o25Pxp98)bW5{OD7C9j!n3!fm{?q*kWxgge
zPt~jD!J)T59jW^!M!{bgj^ff)2+&Wck<@`|+cmA_cG&tFqSn?0)1ueK3YF>JztPyw
z@L6;%Rdsk-*o{EmU%l(3)ixa1=$=(SBkS9Nohd!O;41qqA9MR9JL<`uMvDZPCg<8#
zz9wjFuz{y~dibNs>udPdF$mE*A*1jr{>`+`$aiawGj8GBWvzLZtNl%83+$X2E~HO-
zC=J;hrnaz@73ZEKLx{(ur0Bj|t`yM<?^q{Jy`Y=m)d@u<`#*yDodCg8VINavZB1wQ
zYvQV;8LJ+=S4oexBh;kw+voAC(T50rUy6jum}jUumUs2=7vIPWbkJIHjeCL~;(Z#v
z)w35CC<|2?CB0$kI+XQL)vXPG=#?7WWMu5o!o<kaVuBDf?hJA2g1vH9cnr*G=6V<E
z1{vR%%Y1XGg2p=NlBk!goYW-VWMd%j$P{^$$SJ|j+hPcbvOy)`B&awkU18%*(&SR1
z+ovuU&%E6Ra_~d7`kplP?4&wtzTCmctvUxso92O1Z&iD{hjx_=0xBBbWagskWh^8~
z*(@-=S2=Otvoe*h(uaHlcW`_Uy=!S0s6t-n8|~h&D$*BHJw6rw01f6Qj$<0&vIuOn
zcF5U>hH671=-JyahNyC3FOu(xE^aR-(~v1-afppqRh$x=*yz-g^trjx>a|%^4|#1k
zAN83&5sqfO(#YDJYY)YS>YfD76B53OJ-jmUwM*+z+kv+~+pt{v4kN@k#Wd=<inZnY
z6x-ZPNq9~xHesDoL(gl=a=TR|FC|xu{JcHJ$MC9`E}f=Vo#l5(YWehuy`L!Vz?D}h
zJnr=Ag*R=*b0vBa_@M`U%>#^2Ol{g<c<$6%zaX=}bc-T=vfPa<A;I<vXT-q(BWJs`
z8^fFY)ZkcK)<Ha%s`)QP{4>~@M0<2y(KpA%)HZ{qU)a<<=wrxDGAH#`u5Mo$9p2_v
zW&2RF&UmxBVRz?-Q|<WXY2fQ;1zF{Xlq}e4YVG%GQx4+FhlYZ?<&{dA+nKJZCmS|o
zm$pE6hkMm;cZFT!sN!Y&LhoHe2l2v}B_y{gfj`z+51w{Rv-zNV$M%!vi%qZfZrkeA
z=EI$WoEzbT6e+}ZZuPF?XWEU=o8_FTsDY?Z6rYLVkFu-DN0={p?TWS&8NB3oolfjY
z;^Z@w=cZ}kUrL|a8XvZel;46(KWlfw*tl*Cjlh4^VVpqMEEf?dAyCyVnCTQ;B3$V6
z_?F#0Cs|xPudHI$cX&9h2}tRPJV=<2+rDiGe?CfrhW9uEv3fAMc{KY22&?2CX72g7
zu;T^5MB{&*bO->){-L_LC?h(DEdSCC{ged(P|)9cA1DB8{qqatS0xbmSB=pBk1XgX
z$^^ix|5LJ{3#uSRv@wuX<!2;20Dqm2lm&QW9dH1^RY_ZCU|Iku_+RoO$8(VD?;vd;
zfyOWJ*tz=1@o!PnUnL{~0hX1m*@ZF}LhB`gTry5Tk{7P;KQQbtj4@0xoG>ggSTH~s
z{1{N+!-ByF?5;mQ{J(hcV;EuBVps#1^52PYSh&zmfZ~eJ4&`iR3upjfEc$<0fJ8X_
zj;8!JCQf`-wyr2Mv<bhFt+hTkQ1*_kvDCT5j7#b!SP%pegbKnyP$&$H;1L9K3JP)p
zE<Za6WcK+l{Qfm5j~q-)2?0D6LMZsp4M=JN17v8XEI(}k*eG<4-kxtPHh<ava{cKC
z|Jw!vBay&c1OD(kM>o&6zx{wy(76=hHyijo-N^+T6!|l;%C9yc<Lx=ldchB{37#X(
zzxoLReFkz)U$6mw5IAr(fAs?iBEaXFWG>o-5MTfwzi1OgoFl{+Z3xhxZ6KiMx5saO
z2mpJ&Xag=d5?GBF{gA-mezSpK=V<xwesI|DHZTMX`=bpw=#TM&;D~dj;DvSp)EY?p
zbI}HZBmWpL7z#)J*)HPuYY74am+1GgfnmsVx#Gokfh;$F_`%PS@(X@HzX13>uqOYt
z))0b7fH}C}cYZ?v`2Izk5FB~_a6I4sUVk8fmk|8ZCItTNy8SHld%H*|1pZt9KnUO_
z{C#a8z(R=M*C_%76Z+E+2K4M={}3Pq@(({GRPc{>A)r658v+ST|L^rd&iRku+5qm=
z-{$}cMf|a@kWi%HFMV-xKmiP!1L03as=SS<EkJ0TKYR%V)NE~?0KVm~FY0J_lk-Q4
zfV>ooo(RhLArc9JpafAMC<+DKG$^5mCJ-<f{LskQ2nIrki3pm)5io=i7-9qn0F02P
tLJuK`hYt}#AgGCuktq}|_LJpsbV4~e{d`^l>4-oO2q6cDw2BPj{{bsiU$OuI

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-reg.xml
new file mode 100644
index 00000000..735487b8
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-reg.xml
@@ -0,0 +1,535 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-020-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='97'/>
+         <instruction instr-id='97' subinstr-id='2'/>
+         <instruction instr-id='97' subinstr-id='4'/>
+         <instruction instr-id='97' subinstr-id='6'/>
+         <instruction instr-id='97' subinstr-id='8'/>
+         <instruction instr-id='97' subinstr-id='10'/>
+         <instruction instr-id='97' subinstr-id='12'/>
+         <instruction instr-id='97' subinstr-id='16'/>
+         <instruction instr-id='97' subinstr-id='18'/>
+         <instruction instr-id='97' subinstr-id='20'/>
+         <instruction instr-id='97' subinstr-id='22'/>
+         <instruction instr-id='97' subinstr-id='24'/>
+         <instruction instr-id='97' subinstr-id='26'/>
+         <instruction instr-id='97' subinstr-id='28'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='126' subinstr-id='4'/>
+         <instruction instr-id='126' subinstr-id='6'/>
+         <instruction instr-id='126' subinstr-id='8'/>
+         <instruction instr-id='126' subinstr-id='10'/>
+         <instruction instr-id='126' subinstr-id='12'/>
+         <instruction instr-id='126' subinstr-id='14'/>
+         <instruction instr-id='126' subinstr-id='16'/>
+         <instruction instr-id='126' subinstr-id='18'/>
+         <instruction instr-id='126' subinstr-id='22'/>
+         <instruction instr-id='126' subinstr-id='24'/>
+         <instruction instr-id='126' subinstr-id='26'/>
+         <instruction instr-id='126' subinstr-id='28'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='155' subinstr-id='10'/>
+         <instruction instr-id='155' subinstr-id='14'/>
+         <instruction instr-id='155' subinstr-id='16'/>
+         <instruction instr-id='155' subinstr-id='18'/>
+         <instruction instr-id='155' subinstr-id='20'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='257' subinstr-id='18'/>
+         <instruction instr-id='257' subinstr-id='20'/>
+         <instruction instr-id='257' subinstr-id='22'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='286' subinstr-id='14'/>
+         <instruction instr-id='286' subinstr-id='16'/>
+         <instruction instr-id='286' subinstr-id='18'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='352' subinstr-id='2'/>
+         <instruction instr-id='352' subinstr-id='4'/>
+         <instruction instr-id='352' subinstr-id='6'/>
+         <instruction instr-id='352' subinstr-id='8'/>
+         <instruction instr-id='352' subinstr-id='10'/>
+         <instruction instr-id='352' subinstr-id='14'/>
+         <instruction instr-id='352' subinstr-id='16'/>
+         <instruction instr-id='352' subinstr-id='18'/>
+         <instruction instr-id='352' subinstr-id='20'/>
+         <instruction instr-id='352' subinstr-id='22'/>
+         <instruction instr-id='352' subinstr-id='24'/>
+         <instruction instr-id='352' subinstr-id='26'/>
+         <instruction instr-id='352' subinstr-id='28'/>
+         <instruction instr-id='380'/>
+         <instruction instr-id='380' subinstr-id='2'/>
+         <instruction instr-id='380' subinstr-id='4'/>
+         <instruction instr-id='380' subinstr-id='6'/>
+         <instruction instr-id='380' subinstr-id='10'/>
+         <instruction instr-id='380' subinstr-id='12'/>
+         <instruction instr-id='380' subinstr-id='14'/>
+         <instruction instr-id='380' subinstr-id='16'/>
+         <instruction instr-id='380' subinstr-id='18'/>
+         <instruction instr-id='380' subinstr-id='20'/>
+         <instruction instr-id='380' subinstr-id='22'/>
+         <instruction instr-id='408'/>
+         <instruction instr-id='408' subinstr-id='2'/>
+         <instruction instr-id='408' subinstr-id='4'/>
+         <instruction instr-id='408' subinstr-id='6'/>
+         <instruction instr-id='408' subinstr-id='8'/>
+         <instruction instr-id='408' subinstr-id='10'/>
+         <instruction instr-id='408' subinstr-id='12'/>
+         <instruction instr-id='408' subinstr-id='14'/>
+         <instruction instr-id='408' subinstr-id='16'/>
+         <instruction instr-id='408' subinstr-id='18'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='459' subinstr-id='4'/>
+         <instruction instr-id='459' subinstr-id='6'/>
+         <instruction instr-id='459' subinstr-id='8'/>
+         <instruction instr-id='459' subinstr-id='10'/>
+         <instruction instr-id='459' subinstr-id='12'/>
+         <instruction instr-id='459' subinstr-id='14'/>
+         <instruction instr-id='459' subinstr-id='16'/>
+         <instruction instr-id='459' subinstr-id='18'/>
+         <instruction instr-id='488'/>
+         <instruction instr-id='488' subinstr-id='2'/>
+         <instruction instr-id='488' subinstr-id='4'/>
+         <instruction instr-id='488' subinstr-id='6'/>
+         <instruction instr-id='488' subinstr-id='10'/>
+         <instruction instr-id='488' subinstr-id='12'/>
+         <instruction instr-id='488' subinstr-id='14'/>
+         <instruction instr-id='488' subinstr-id='16'/>
+         <instruction instr-id='488' subinstr-id='18'/>
+         <instruction instr-id='488' subinstr-id='20'/>
+         <instruction instr-id='488' subinstr-id='22'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='517' subinstr-id='6'/>
+         <instruction instr-id='517' subinstr-id='8'/>
+         <instruction instr-id='517' subinstr-id='10'/>
+         <instruction instr-id='517' subinstr-id='12'/>
+         <instruction instr-id='517' subinstr-id='14'/>
+         <instruction instr-id='517' subinstr-id='16'/>
+         <instruction instr-id='568'/>
+         <instruction instr-id='568' subinstr-id='2'/>
+         <instruction instr-id='568' subinstr-id='4'/>
+         <instruction instr-id='568' subinstr-id='6'/>
+         <instruction instr-id='568' subinstr-id='8'/>
+         <instruction instr-id='568' subinstr-id='12'/>
+         <instruction instr-id='568' subinstr-id='14'/>
+         <instruction instr-id='568' subinstr-id='16'/>
+         <instruction instr-id='568' subinstr-id='18'/>
+         <instruction instr-id='568' subinstr-id='20'/>
+         <instruction instr-id='568' subinstr-id='22'/>
+         <instruction instr-id='568' subinstr-id='24'/>
+         <instruction instr-id='568' subinstr-id='26'/>
+         <instruction instr-id='597'/>
+         <instruction instr-id='597' subinstr-id='2'/>
+         <instruction instr-id='597' subinstr-id='4'/>
+         <instruction instr-id='597' subinstr-id='8'/>
+         <instruction instr-id='597' subinstr-id='10'/>
+         <instruction instr-id='597' subinstr-id='12'/>
+         <instruction instr-id='597' subinstr-id='14'/>
+         <instruction instr-id='597' subinstr-id='16'/>
+         <instruction instr-id='597' subinstr-id='18'/>
+         <instruction instr-id='597' subinstr-id='20'/>
+         <instruction instr-id='626'/>
+         <instruction instr-id='626' subinstr-id='2'/>
+         <instruction instr-id='626' subinstr-id='4'/>
+         <instruction instr-id='626' subinstr-id='6'/>
+         <instruction instr-id='626' subinstr-id='8'/>
+         <instruction instr-id='626' subinstr-id='10'/>
+         <instruction instr-id='626' subinstr-id='12'/>
+         <instruction instr-id='626' subinstr-id='14'/>
+         <instruction instr-id='626' subinstr-id='16'/>
+         <bounding-box x1='62' y1='372' x2='340' y2='437'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='745'/>
+         <instruction instr-id='745' subinstr-id='2'/>
+         <instruction instr-id='745' subinstr-id='4'/>
+         <instruction instr-id='745' subinstr-id='6'/>
+         <instruction instr-id='745' subinstr-id='8'/>
+         <instruction instr-id='745' subinstr-id='10'/>
+         <instruction instr-id='745' subinstr-id='14'/>
+         <instruction instr-id='745' subinstr-id='16'/>
+         <instruction instr-id='745' subinstr-id='18'/>
+         <instruction instr-id='745' subinstr-id='20'/>
+         <instruction instr-id='745' subinstr-id='22'/>
+         <instruction instr-id='745' subinstr-id='24'/>
+         <instruction instr-id='745' subinstr-id='26'/>
+         <instruction instr-id='745' subinstr-id='28'/>
+         <instruction instr-id='815'/>
+         <instruction instr-id='815' subinstr-id='2'/>
+         <instruction instr-id='815' subinstr-id='4'/>
+         <instruction instr-id='815' subinstr-id='6'/>
+         <instruction instr-id='815' subinstr-id='8'/>
+         <instruction instr-id='815' subinstr-id='10'/>
+         <instruction instr-id='815' subinstr-id='12'/>
+         <instruction instr-id='815' subinstr-id='16'/>
+         <instruction instr-id='815' subinstr-id='18'/>
+         <instruction instr-id='815' subinstr-id='20'/>
+         <instruction instr-id='815' subinstr-id='22'/>
+         <instruction instr-id='815' subinstr-id='24'/>
+         <instruction instr-id='815' subinstr-id='26'/>
+         <instruction instr-id='815' subinstr-id='28'/>
+         <instruction instr-id='844'/>
+         <instruction instr-id='844' subinstr-id='2'/>
+         <instruction instr-id='844' subinstr-id='4'/>
+         <instruction instr-id='844' subinstr-id='6'/>
+         <instruction instr-id='844' subinstr-id='8'/>
+         <instruction instr-id='844' subinstr-id='10'/>
+         <instruction instr-id='873'/>
+         <instruction instr-id='873' subinstr-id='2'/>
+         <instruction instr-id='873' subinstr-id='4'/>
+         <instruction instr-id='873' subinstr-id='6'/>
+         <instruction instr-id='873' subinstr-id='8'/>
+         <instruction instr-id='873' subinstr-id='10'/>
+         <instruction instr-id='873' subinstr-id='12'/>
+         <instruction instr-id='873' subinstr-id='14'/>
+         <instruction instr-id='873' subinstr-id='16'/>
+         <instruction instr-id='873' subinstr-id='18'/>
+         <instruction instr-id='922'/>
+         <instruction instr-id='922' subinstr-id='2'/>
+         <instruction instr-id='922' subinstr-id='4'/>
+         <instruction instr-id='922' subinstr-id='6'/>
+         <instruction instr-id='922' subinstr-id='8'/>
+         <instruction instr-id='922' subinstr-id='10'/>
+         <instruction instr-id='922' subinstr-id='12'/>
+         <instruction instr-id='922' subinstr-id='14'/>
+         <instruction instr-id='951'/>
+         <instruction instr-id='951' subinstr-id='2'/>
+         <instruction instr-id='951' subinstr-id='6'/>
+         <instruction instr-id='951' subinstr-id='8'/>
+         <instruction instr-id='951' subinstr-id='10'/>
+         <instruction instr-id='951' subinstr-id='12'/>
+         <instruction instr-id='951' subinstr-id='14'/>
+         <instruction instr-id='951' subinstr-id='16'/>
+         <instruction instr-id='951' subinstr-id='18'/>
+         <instruction instr-id='980'/>
+         <instruction instr-id='980' subinstr-id='2'/>
+         <instruction instr-id='980' subinstr-id='4'/>
+         <instruction instr-id='980' subinstr-id='8'/>
+         <instruction instr-id='980' subinstr-id='10'/>
+         <instruction instr-id='980' subinstr-id='12'/>
+         <instruction instr-id='980' subinstr-id='14'/>
+         <instruction instr-id='980' subinstr-id='16'/>
+         <instruction instr-id='980' subinstr-id='18'/>
+         <instruction instr-id='980' subinstr-id='20'/>
+         <instruction instr-id='1046'/>
+         <instruction instr-id='1046' subinstr-id='2'/>
+         <instruction instr-id='1046' subinstr-id='4'/>
+         <instruction instr-id='1046' subinstr-id='6'/>
+         <instruction instr-id='1046' subinstr-id='8'/>
+         <instruction instr-id='1046' subinstr-id='10'/>
+         <instruction instr-id='1046' subinstr-id='14'/>
+         <instruction instr-id='1046' subinstr-id='16'/>
+         <instruction instr-id='1046' subinstr-id='18'/>
+         <instruction instr-id='1046' subinstr-id='20'/>
+         <instruction instr-id='1046' subinstr-id='22'/>
+         <instruction instr-id='1046' subinstr-id='24'/>
+         <instruction instr-id='1046' subinstr-id='26'/>
+         <instruction instr-id='1046' subinstr-id='28'/>
+         <instruction instr-id='1074'/>
+         <instruction instr-id='1074' subinstr-id='2'/>
+         <instruction instr-id='1074' subinstr-id='4'/>
+         <instruction instr-id='1074' subinstr-id='8'/>
+         <instruction instr-id='1074' subinstr-id='10'/>
+         <instruction instr-id='1074' subinstr-id='12'/>
+         <instruction instr-id='1074' subinstr-id='14'/>
+         <instruction instr-id='1074' subinstr-id='16'/>
+         <instruction instr-id='1074' subinstr-id='18'/>
+         <instruction instr-id='1074' subinstr-id='20'/>
+         <instruction instr-id='1102'/>
+         <instruction instr-id='1102' subinstr-id='2'/>
+         <instruction instr-id='1102' subinstr-id='4'/>
+         <instruction instr-id='1102' subinstr-id='6'/>
+         <instruction instr-id='1102' subinstr-id='10'/>
+         <instruction instr-id='1102' subinstr-id='12'/>
+         <instruction instr-id='1102' subinstr-id='14'/>
+         <instruction instr-id='1102' subinstr-id='16'/>
+         <instruction instr-id='1102' subinstr-id='18'/>
+         <instruction instr-id='1102' subinstr-id='20'/>
+         <instruction instr-id='1102' subinstr-id='22'/>
+         <instruction instr-id='1153'/>
+         <instruction instr-id='1153' subinstr-id='2'/>
+         <instruction instr-id='1153' subinstr-id='4'/>
+         <instruction instr-id='1153' subinstr-id='6'/>
+         <instruction instr-id='1153' subinstr-id='8'/>
+         <instruction instr-id='1153' subinstr-id='10'/>
+         <instruction instr-id='1153' subinstr-id='12'/>
+         <instruction instr-id='1153' subinstr-id='14'/>
+         <instruction instr-id='1153' subinstr-id='16'/>
+         <instruction instr-id='1153' subinstr-id='18'/>
+         <instruction instr-id='1182'/>
+         <instruction instr-id='1182' subinstr-id='2'/>
+         <instruction instr-id='1182' subinstr-id='6'/>
+         <instruction instr-id='1182' subinstr-id='8'/>
+         <instruction instr-id='1182' subinstr-id='10'/>
+         <instruction instr-id='1182' subinstr-id='12'/>
+         <instruction instr-id='1182' subinstr-id='14'/>
+         <instruction instr-id='1182' subinstr-id='16'/>
+         <instruction instr-id='1182' subinstr-id='18'/>
+         <instruction instr-id='1211'/>
+         <instruction instr-id='1211' subinstr-id='2'/>
+         <instruction instr-id='1211' subinstr-id='4'/>
+         <instruction instr-id='1211' subinstr-id='8'/>
+         <instruction instr-id='1211' subinstr-id='10'/>
+         <instruction instr-id='1211' subinstr-id='12'/>
+         <instruction instr-id='1211' subinstr-id='14'/>
+         <instruction instr-id='1211' subinstr-id='16'/>
+         <instruction instr-id='1211' subinstr-id='18'/>
+         <instruction instr-id='1211' subinstr-id='20'/>
+         <instruction instr-id='1261'/>
+         <instruction instr-id='1261' subinstr-id='2'/>
+         <instruction instr-id='1261' subinstr-id='4'/>
+         <instruction instr-id='1261' subinstr-id='6'/>
+         <instruction instr-id='1261' subinstr-id='8'/>
+         <instruction instr-id='1261' subinstr-id='12'/>
+         <instruction instr-id='1261' subinstr-id='14'/>
+         <instruction instr-id='1261' subinstr-id='16'/>
+         <instruction instr-id='1261' subinstr-id='18'/>
+         <instruction instr-id='1261' subinstr-id='20'/>
+         <instruction instr-id='1261' subinstr-id='22'/>
+         <instruction instr-id='1261' subinstr-id='24'/>
+         <instruction instr-id='1261' subinstr-id='26'/>
+         <instruction instr-id='1289'/>
+         <instruction instr-id='1289' subinstr-id='2'/>
+         <instruction instr-id='1289' subinstr-id='6'/>
+         <instruction instr-id='1289' subinstr-id='8'/>
+         <instruction instr-id='1289' subinstr-id='10'/>
+         <instruction instr-id='1289' subinstr-id='12'/>
+         <instruction instr-id='1289' subinstr-id='14'/>
+         <instruction instr-id='1289' subinstr-id='16'/>
+         <instruction instr-id='1317'/>
+         <instruction instr-id='1317' subinstr-id='2'/>
+         <instruction instr-id='1317' subinstr-id='4'/>
+         <instruction instr-id='1317' subinstr-id='8'/>
+         <instruction instr-id='1317' subinstr-id='10'/>
+         <instruction instr-id='1317' subinstr-id='12'/>
+         <instruction instr-id='1317' subinstr-id='14'/>
+         <instruction instr-id='1317' subinstr-id='16'/>
+         <instruction instr-id='1317' subinstr-id='18'/>
+         <instruction instr-id='1368'/>
+         <instruction instr-id='1368' subinstr-id='2'/>
+         <instruction instr-id='1368' subinstr-id='4'/>
+         <instruction instr-id='1368' subinstr-id='6'/>
+         <instruction instr-id='1368' subinstr-id='8'/>
+         <instruction instr-id='1397'/>
+         <instruction instr-id='1397' subinstr-id='2'/>
+         <instruction instr-id='1397' subinstr-id='4'/>
+         <instruction instr-id='1426'/>
+         <instruction instr-id='1426' subinstr-id='2'/>
+         <instruction instr-id='1426' subinstr-id='4'/>
+         <instruction instr-id='1426' subinstr-id='6'/>
+         <bounding-box x1='62' y1='132' x2='336' y2='210'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='3'>
+         <instruction instr-id='77'/>
+         <instruction instr-id='77' subinstr-id='2'/>
+         <instruction instr-id='77' subinstr-id='4'/>
+         <instruction instr-id='77' subinstr-id='6'/>
+         <instruction instr-id='77' subinstr-id='10'/>
+         <instruction instr-id='77' subinstr-id='12'/>
+         <instruction instr-id='77' subinstr-id='14'/>
+         <instruction instr-id='77' subinstr-id='16'/>
+         <instruction instr-id='77' subinstr-id='18'/>
+         <instruction instr-id='77' subinstr-id='20'/>
+         <instruction instr-id='77' subinstr-id='22'/>
+         <instruction instr-id='77' subinstr-id='24'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='147' subinstr-id='2'/>
+         <instruction instr-id='147' subinstr-id='4'/>
+         <instruction instr-id='147' subinstr-id='6'/>
+         <instruction instr-id='147' subinstr-id='8'/>
+         <instruction instr-id='147' subinstr-id='10'/>
+         <instruction instr-id='147' subinstr-id='12'/>
+         <instruction instr-id='147' subinstr-id='16'/>
+         <instruction instr-id='147' subinstr-id='18'/>
+         <instruction instr-id='147' subinstr-id='20'/>
+         <instruction instr-id='147' subinstr-id='22'/>
+         <instruction instr-id='147' subinstr-id='24'/>
+         <instruction instr-id='147' subinstr-id='26'/>
+         <instruction instr-id='147' subinstr-id='28'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='8'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='205'/>
+         <instruction instr-id='205' subinstr-id='2'/>
+         <instruction instr-id='205' subinstr-id='4'/>
+         <instruction instr-id='205' subinstr-id='6'/>
+         <instruction instr-id='205' subinstr-id='8'/>
+         <instruction instr-id='205' subinstr-id='10'/>
+         <instruction instr-id='205' subinstr-id='12'/>
+         <instruction instr-id='205' subinstr-id='14'/>
+         <instruction instr-id='205' subinstr-id='16'/>
+         <instruction instr-id='205' subinstr-id='18'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='254' subinstr-id='10'/>
+         <instruction instr-id='254' subinstr-id='12'/>
+         <instruction instr-id='254' subinstr-id='14'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='10'/>
+         <instruction instr-id='283' subinstr-id='12'/>
+         <instruction instr-id='283' subinstr-id='14'/>
+         <instruction instr-id='283' subinstr-id='16'/>
+         <instruction instr-id='283' subinstr-id='18'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='8'/>
+         <instruction instr-id='312' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='12'/>
+         <instruction instr-id='312' subinstr-id='14'/>
+         <instruction instr-id='312' subinstr-id='16'/>
+         <instruction instr-id='312' subinstr-id='18'/>
+         <instruction instr-id='312' subinstr-id='20'/>
+         <instruction instr-id='379'/>
+         <instruction instr-id='379' subinstr-id='2'/>
+         <instruction instr-id='379' subinstr-id='4'/>
+         <instruction instr-id='379' subinstr-id='6'/>
+         <instruction instr-id='379' subinstr-id='8'/>
+         <instruction instr-id='379' subinstr-id='10'/>
+         <instruction instr-id='379' subinstr-id='14'/>
+         <instruction instr-id='379' subinstr-id='16'/>
+         <instruction instr-id='379' subinstr-id='18'/>
+         <instruction instr-id='379' subinstr-id='20'/>
+         <instruction instr-id='379' subinstr-id='22'/>
+         <instruction instr-id='379' subinstr-id='24'/>
+         <instruction instr-id='379' subinstr-id='26'/>
+         <instruction instr-id='379' subinstr-id='28'/>
+         <instruction instr-id='408'/>
+         <instruction instr-id='408' subinstr-id='2'/>
+         <instruction instr-id='408' subinstr-id='6'/>
+         <instruction instr-id='408' subinstr-id='8'/>
+         <instruction instr-id='408' subinstr-id='10'/>
+         <instruction instr-id='408' subinstr-id='12'/>
+         <instruction instr-id='408' subinstr-id='14'/>
+         <instruction instr-id='408' subinstr-id='16'/>
+         <instruction instr-id='408' subinstr-id='18'/>
+         <instruction instr-id='437'/>
+         <instruction instr-id='437' subinstr-id='2'/>
+         <instruction instr-id='437' subinstr-id='4'/>
+         <instruction instr-id='437' subinstr-id='6'/>
+         <instruction instr-id='437' subinstr-id='10'/>
+         <instruction instr-id='437' subinstr-id='12'/>
+         <instruction instr-id='437' subinstr-id='14'/>
+         <instruction instr-id='437' subinstr-id='16'/>
+         <instruction instr-id='437' subinstr-id='18'/>
+         <instruction instr-id='437' subinstr-id='20'/>
+         <instruction instr-id='437' subinstr-id='22'/>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='487' subinstr-id='4'/>
+         <instruction instr-id='487' subinstr-id='6'/>
+         <instruction instr-id='487' subinstr-id='8'/>
+         <instruction instr-id='487' subinstr-id='10'/>
+         <instruction instr-id='487' subinstr-id='12'/>
+         <instruction instr-id='487' subinstr-id='14'/>
+         <instruction instr-id='487' subinstr-id='16'/>
+         <instruction instr-id='487' subinstr-id='18'/>
+         <instruction instr-id='515'/>
+         <instruction instr-id='515' subinstr-id='2'/>
+         <instruction instr-id='515' subinstr-id='6'/>
+         <instruction instr-id='515' subinstr-id='8'/>
+         <instruction instr-id='515' subinstr-id='10'/>
+         <instruction instr-id='515' subinstr-id='12'/>
+         <instruction instr-id='515' subinstr-id='14'/>
+         <instruction instr-id='515' subinstr-id='16'/>
+         <instruction instr-id='515' subinstr-id='18'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='543' subinstr-id='2'/>
+         <instruction instr-id='543' subinstr-id='4'/>
+         <instruction instr-id='543' subinstr-id='8'/>
+         <instruction instr-id='543' subinstr-id='10'/>
+         <instruction instr-id='543' subinstr-id='12'/>
+         <instruction instr-id='543' subinstr-id='14'/>
+         <instruction instr-id='543' subinstr-id='16'/>
+         <instruction instr-id='543' subinstr-id='18'/>
+         <instruction instr-id='543' subinstr-id='20'/>
+         <instruction instr-id='594'/>
+         <instruction instr-id='594' subinstr-id='2'/>
+         <instruction instr-id='594' subinstr-id='4'/>
+         <instruction instr-id='594' subinstr-id='6'/>
+         <instruction instr-id='594' subinstr-id='8'/>
+         <instruction instr-id='594' subinstr-id='12'/>
+         <instruction instr-id='594' subinstr-id='14'/>
+         <instruction instr-id='594' subinstr-id='16'/>
+         <instruction instr-id='594' subinstr-id='18'/>
+         <instruction instr-id='594' subinstr-id='20'/>
+         <instruction instr-id='594' subinstr-id='22'/>
+         <instruction instr-id='594' subinstr-id='24'/>
+         <instruction instr-id='594' subinstr-id='26'/>
+         <instruction instr-id='623'/>
+         <instruction instr-id='623' subinstr-id='2'/>
+         <instruction instr-id='623' subinstr-id='6'/>
+         <instruction instr-id='623' subinstr-id='8'/>
+         <instruction instr-id='623' subinstr-id='10'/>
+         <instruction instr-id='623' subinstr-id='12'/>
+         <instruction instr-id='623' subinstr-id='14'/>
+         <instruction instr-id='623' subinstr-id='16'/>
+         <instruction instr-id='623' subinstr-id='18'/>
+         <instruction instr-id='652'/>
+         <instruction instr-id='652' subinstr-id='2'/>
+         <instruction instr-id='652' subinstr-id='4'/>
+         <instruction instr-id='652' subinstr-id='8'/>
+         <instruction instr-id='652' subinstr-id='10'/>
+         <instruction instr-id='652' subinstr-id='12'/>
+         <instruction instr-id='652' subinstr-id='14'/>
+         <instruction instr-id='652' subinstr-id='16'/>
+         <instruction instr-id='652' subinstr-id='18'/>
+         <instruction instr-id='652' subinstr-id='20'/>
+         <instruction instr-id='703'/>
+         <instruction instr-id='703' subinstr-id='2'/>
+         <instruction instr-id='703' subinstr-id='4'/>
+         <instruction instr-id='703' subinstr-id='6'/>
+         <instruction instr-id='703' subinstr-id='8'/>
+         <instruction instr-id='732'/>
+         <instruction instr-id='732' subinstr-id='2'/>
+         <instruction instr-id='732' subinstr-id='4'/>
+         <instruction instr-id='761'/>
+         <instruction instr-id='761' subinstr-id='2'/>
+         <instruction instr-id='761' subinstr-id='4'/>
+         <instruction instr-id='761' subinstr-id='6'/>
+         <bounding-box x1='62' y1='424' x2='336' y2='501'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-str.xml
new file mode 100644
index 00000000..fc15d66f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020-str.xml
@@ -0,0 +1,744 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-020-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="72" x2="142" y1="426" y2="437"/>
+                <content>Faculty cluster</content>
+                <instruction instr-id="97" subinstr-id="0"/>
+                <instruction instr-id="97" subinstr-id="2"/>
+                <instruction instr-id="97" subinstr-id="4"/>
+                <instruction instr-id="97" subinstr-id="6"/>
+                <instruction instr-id="97" subinstr-id="8"/>
+                <instruction instr-id="97" subinstr-id="10"/>
+                <instruction instr-id="97" subinstr-id="12"/>
+                <instruction instr-id="97" subinstr-id="16"/>
+                <instruction instr-id="97" subinstr-id="18"/>
+                <instruction instr-id="97" subinstr-id="20"/>
+                <instruction instr-id="97" subinstr-id="22"/>
+                <instruction instr-id="97" subinstr-id="24"/>
+                <instruction instr-id="97" subinstr-id="26"/>
+                <instruction instr-id="97" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="174" x2="245" y1="426" y2="437"/>
+                <content>Population size</content>
+                <instruction instr-id="126" subinstr-id="0"/>
+                <instruction instr-id="126" subinstr-id="2"/>
+                <instruction instr-id="126" subinstr-id="4"/>
+                <instruction instr-id="126" subinstr-id="6"/>
+                <instruction instr-id="126" subinstr-id="8"/>
+                <instruction instr-id="126" subinstr-id="10"/>
+                <instruction instr-id="126" subinstr-id="12"/>
+                <instruction instr-id="126" subinstr-id="14"/>
+                <instruction instr-id="126" subinstr-id="16"/>
+                <instruction instr-id="126" subinstr-id="18"/>
+                <instruction instr-id="126" subinstr-id="22"/>
+                <instruction instr-id="126" subinstr-id="24"/>
+                <instruction instr-id="126" subinstr-id="26"/>
+                <instruction instr-id="126" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="285" x2="340" y1="426" y2="437"/>
+                <content>Sample size</content>
+                <instruction instr-id="155" subinstr-id="0"/>
+                <instruction instr-id="155" subinstr-id="2"/>
+                <instruction instr-id="155" subinstr-id="4"/>
+                <instruction instr-id="155" subinstr-id="6"/>
+                <instruction instr-id="155" subinstr-id="8"/>
+                <instruction instr-id="155" subinstr-id="10"/>
+                <instruction instr-id="155" subinstr-id="14"/>
+                <instruction instr-id="155" subinstr-id="16"/>
+                <instruction instr-id="155" subinstr-id="18"/>
+                <instruction instr-id="155" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="62" x2="101" y1="412" y2="423"/>
+                <content>Sciences</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+                <instruction instr-id="228" subinstr-id="4"/>
+                <instruction instr-id="228" subinstr-id="6"/>
+                <instruction instr-id="228" subinstr-id="8"/>
+                <instruction instr-id="228" subinstr-id="10"/>
+                <instruction instr-id="228" subinstr-id="12"/>
+                <instruction instr-id="228" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="179" x2="240" y1="412" y2="423"/>
+                <content>1269 (19.9%)</content>
+                <instruction instr-id="257" subinstr-id="0"/>
+                <instruction instr-id="257" subinstr-id="2"/>
+                <instruction instr-id="257" subinstr-id="4"/>
+                <instruction instr-id="257" subinstr-id="6"/>
+                <instruction instr-id="257" subinstr-id="10"/>
+                <instruction instr-id="257" subinstr-id="12"/>
+                <instruction instr-id="257" subinstr-id="14"/>
+                <instruction instr-id="257" subinstr-id="16"/>
+                <instruction instr-id="257" subinstr-id="18"/>
+                <instruction instr-id="257" subinstr-id="20"/>
+                <instruction instr-id="257" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="286" x2="339" y1="412" y2="423"/>
+                <content>101(20.4%)</content>
+                <instruction instr-id="286" subinstr-id="0"/>
+                <instruction instr-id="286" subinstr-id="2"/>
+                <instruction instr-id="286" subinstr-id="4"/>
+                <instruction instr-id="286" subinstr-id="6"/>
+                <instruction instr-id="286" subinstr-id="8"/>
+                <instruction instr-id="286" subinstr-id="10"/>
+                <instruction instr-id="286" subinstr-id="12"/>
+                <instruction instr-id="286" subinstr-id="14"/>
+                <instruction instr-id="286" subinstr-id="16"/>
+                <instruction instr-id="286" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="62" x2="131" y1="399" y2="410"/>
+                <content>Social Sciences</content>
+                <instruction instr-id="352" subinstr-id="0"/>
+                <instruction instr-id="352" subinstr-id="2"/>
+                <instruction instr-id="352" subinstr-id="4"/>
+                <instruction instr-id="352" subinstr-id="6"/>
+                <instruction instr-id="352" subinstr-id="8"/>
+                <instruction instr-id="352" subinstr-id="10"/>
+                <instruction instr-id="352" subinstr-id="14"/>
+                <instruction instr-id="352" subinstr-id="16"/>
+                <instruction instr-id="352" subinstr-id="18"/>
+                <instruction instr-id="352" subinstr-id="20"/>
+                <instruction instr-id="352" subinstr-id="22"/>
+                <instruction instr-id="352" subinstr-id="24"/>
+                <instruction instr-id="352" subinstr-id="26"/>
+                <instruction instr-id="352" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="179" x2="240" y1="399" y2="410"/>
+                <content>3212 (50.6%)</content>
+                <instruction instr-id="380" subinstr-id="0"/>
+                <instruction instr-id="380" subinstr-id="2"/>
+                <instruction instr-id="380" subinstr-id="4"/>
+                <instruction instr-id="380" subinstr-id="6"/>
+                <instruction instr-id="380" subinstr-id="10"/>
+                <instruction instr-id="380" subinstr-id="12"/>
+                <instruction instr-id="380" subinstr-id="14"/>
+                <instruction instr-id="380" subinstr-id="16"/>
+                <instruction instr-id="380" subinstr-id="18"/>
+                <instruction instr-id="380" subinstr-id="20"/>
+                <instruction instr-id="380" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="286" x2="339" y1="399" y2="410"/>
+                <content>247(50.0%)</content>
+                <instruction instr-id="408" subinstr-id="0"/>
+                <instruction instr-id="408" subinstr-id="2"/>
+                <instruction instr-id="408" subinstr-id="4"/>
+                <instruction instr-id="408" subinstr-id="6"/>
+                <instruction instr-id="408" subinstr-id="8"/>
+                <instruction instr-id="408" subinstr-id="10"/>
+                <instruction instr-id="408" subinstr-id="12"/>
+                <instruction instr-id="408" subinstr-id="14"/>
+                <instruction instr-id="408" subinstr-id="16"/>
+                <instruction instr-id="408" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="62" x2="113" y1="385" y2="396"/>
+                <content>Humanities</content>
+                <instruction instr-id="459" subinstr-id="0"/>
+                <instruction instr-id="459" subinstr-id="2"/>
+                <instruction instr-id="459" subinstr-id="4"/>
+                <instruction instr-id="459" subinstr-id="6"/>
+                <instruction instr-id="459" subinstr-id="8"/>
+                <instruction instr-id="459" subinstr-id="10"/>
+                <instruction instr-id="459" subinstr-id="12"/>
+                <instruction instr-id="459" subinstr-id="14"/>
+                <instruction instr-id="459" subinstr-id="16"/>
+                <instruction instr-id="459" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="179" x2="240" y1="385" y2="396"/>
+                <content>1168 (18.4%)</content>
+                <instruction instr-id="488" subinstr-id="0"/>
+                <instruction instr-id="488" subinstr-id="2"/>
+                <instruction instr-id="488" subinstr-id="4"/>
+                <instruction instr-id="488" subinstr-id="6"/>
+                <instruction instr-id="488" subinstr-id="10"/>
+                <instruction instr-id="488" subinstr-id="12"/>
+                <instruction instr-id="488" subinstr-id="14"/>
+                <instruction instr-id="488" subinstr-id="16"/>
+                <instruction instr-id="488" subinstr-id="18"/>
+                <instruction instr-id="488" subinstr-id="20"/>
+                <instruction instr-id="488" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="289" x2="336" y1="385" y2="396"/>
+                <content>95(19.3%)</content>
+                <instruction instr-id="517" subinstr-id="0"/>
+                <instruction instr-id="517" subinstr-id="2"/>
+                <instruction instr-id="517" subinstr-id="4"/>
+                <instruction instr-id="517" subinstr-id="6"/>
+                <instruction instr-id="517" subinstr-id="8"/>
+                <instruction instr-id="517" subinstr-id="10"/>
+                <instruction instr-id="517" subinstr-id="12"/>
+                <instruction instr-id="517" subinstr-id="14"/>
+                <instruction instr-id="517" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="62" x2="126" y1="372" y2="383"/>
+                <content>Civil Sciences</content>
+                <instruction instr-id="568" subinstr-id="0"/>
+                <instruction instr-id="568" subinstr-id="2"/>
+                <instruction instr-id="568" subinstr-id="4"/>
+                <instruction instr-id="568" subinstr-id="6"/>
+                <instruction instr-id="568" subinstr-id="8"/>
+                <instruction instr-id="568" subinstr-id="12"/>
+                <instruction instr-id="568" subinstr-id="14"/>
+                <instruction instr-id="568" subinstr-id="16"/>
+                <instruction instr-id="568" subinstr-id="18"/>
+                <instruction instr-id="568" subinstr-id="20"/>
+                <instruction instr-id="568" subinstr-id="22"/>
+                <instruction instr-id="568" subinstr-id="24"/>
+                <instruction instr-id="568" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="182" x2="237" y1="372" y2="383"/>
+                <content>705 (11.1%)</content>
+                <instruction instr-id="597" subinstr-id="0"/>
+                <instruction instr-id="597" subinstr-id="2"/>
+                <instruction instr-id="597" subinstr-id="4"/>
+                <instruction instr-id="597" subinstr-id="8"/>
+                <instruction instr-id="597" subinstr-id="10"/>
+                <instruction instr-id="597" subinstr-id="12"/>
+                <instruction instr-id="597" subinstr-id="14"/>
+                <instruction instr-id="597" subinstr-id="16"/>
+                <instruction instr-id="597" subinstr-id="18"/>
+                <instruction instr-id="597" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="289" x2="336" y1="372" y2="383"/>
+                <content>51(10.3%)</content>
+                <instruction instr-id="626" subinstr-id="0"/>
+                <instruction instr-id="626" subinstr-id="2"/>
+                <instruction instr-id="626" subinstr-id="4"/>
+                <instruction instr-id="626" subinstr-id="6"/>
+                <instruction instr-id="626" subinstr-id="8"/>
+                <instruction instr-id="626" subinstr-id="10"/>
+                <instruction instr-id="626" subinstr-id="12"/>
+                <instruction instr-id="626" subinstr-id="14"/>
+                <instruction instr-id="626" subinstr-id="16"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="62" x2="126" y1="190" y2="199"/>
+                <content>Facultycluster</content>
+                <instruction instr-id="815" subinstr-id="0"/>
+                <instruction instr-id="815" subinstr-id="2"/>
+                <instruction instr-id="815" subinstr-id="4"/>
+                <instruction instr-id="815" subinstr-id="6"/>
+                <instruction instr-id="815" subinstr-id="8"/>
+                <instruction instr-id="815" subinstr-id="10"/>
+                <instruction instr-id="815" subinstr-id="12"/>
+                <instruction instr-id="815" subinstr-id="16"/>
+                <instruction instr-id="815" subinstr-id="18"/>
+                <instruction instr-id="815" subinstr-id="20"/>
+                <instruction instr-id="815" subinstr-id="22"/>
+                <instruction instr-id="815" subinstr-id="24"/>
+                <instruction instr-id="815" subinstr-id="26"/>
+                <instruction instr-id="815" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="2" start-row="0">
+                <bounding-box x1="219" x2="291" y1="201" y2="210"/>
+                <content>Female students</content>
+                <instruction instr-id="745" subinstr-id="0"/>
+                <instruction instr-id="745" subinstr-id="2"/>
+                <instruction instr-id="745" subinstr-id="4"/>
+                <instruction instr-id="745" subinstr-id="6"/>
+                <instruction instr-id="745" subinstr-id="8"/>
+                <instruction instr-id="745" subinstr-id="10"/>
+                <instruction instr-id="745" subinstr-id="14"/>
+                <instruction instr-id="745" subinstr-id="16"/>
+                <instruction instr-id="745" subinstr-id="18"/>
+                <instruction instr-id="745" subinstr-id="20"/>
+                <instruction instr-id="745" subinstr-id="22"/>
+                <instruction instr-id="745" subinstr-id="24"/>
+                <instruction instr-id="745" subinstr-id="26"/>
+                <instruction instr-id="745" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="185" x2="217" y1="190" y2="199"/>
+                <content>Sample</content>
+                <instruction instr-id="844" subinstr-id="0"/>
+                <instruction instr-id="844" subinstr-id="2"/>
+                <instruction instr-id="844" subinstr-id="4"/>
+                <instruction instr-id="844" subinstr-id="6"/>
+                <instruction instr-id="844" subinstr-id="8"/>
+                <instruction instr-id="844" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="286" x2="332" y1="190" y2="199"/>
+                <content>Population</content>
+                <instruction instr-id="873" subinstr-id="0"/>
+                <instruction instr-id="873" subinstr-id="2"/>
+                <instruction instr-id="873" subinstr-id="4"/>
+                <instruction instr-id="873" subinstr-id="6"/>
+                <instruction instr-id="873" subinstr-id="8"/>
+                <instruction instr-id="873" subinstr-id="10"/>
+                <instruction instr-id="873" subinstr-id="12"/>
+                <instruction instr-id="873" subinstr-id="14"/>
+                <instruction instr-id="873" subinstr-id="16"/>
+                <instruction instr-id="873" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="62" x2="99" y1="177" y2="186"/>
+                <content>Sciences</content>
+                <instruction instr-id="922" subinstr-id="0"/>
+                <instruction instr-id="922" subinstr-id="2"/>
+                <instruction instr-id="922" subinstr-id="4"/>
+                <instruction instr-id="922" subinstr-id="6"/>
+                <instruction instr-id="922" subinstr-id="8"/>
+                <instruction instr-id="922" subinstr-id="10"/>
+                <instruction instr-id="922" subinstr-id="12"/>
+                <instruction instr-id="922" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="179" x2="223" y1="177" y2="186"/>
+                <content>63 (18.5%)</content>
+                <instruction instr-id="951" subinstr-id="0"/>
+                <instruction instr-id="951" subinstr-id="2"/>
+                <instruction instr-id="951" subinstr-id="6"/>
+                <instruction instr-id="951" subinstr-id="8"/>
+                <instruction instr-id="951" subinstr-id="10"/>
+                <instruction instr-id="951" subinstr-id="12"/>
+                <instruction instr-id="951" subinstr-id="14"/>
+                <instruction instr-id="951" subinstr-id="16"/>
+                <instruction instr-id="951" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="284" x2="334" y1="177" y2="186"/>
+                <content>597 (16.4%)</content>
+                <instruction instr-id="980" subinstr-id="0"/>
+                <instruction instr-id="980" subinstr-id="2"/>
+                <instruction instr-id="980" subinstr-id="4"/>
+                <instruction instr-id="980" subinstr-id="8"/>
+                <instruction instr-id="980" subinstr-id="10"/>
+                <instruction instr-id="980" subinstr-id="12"/>
+                <instruction instr-id="980" subinstr-id="14"/>
+                <instruction instr-id="980" subinstr-id="16"/>
+                <instruction instr-id="980" subinstr-id="18"/>
+                <instruction instr-id="980" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="62" x2="126" y1="166" y2="175"/>
+                <content>Social Sciences</content>
+                <instruction instr-id="1046" subinstr-id="0"/>
+                <instruction instr-id="1046" subinstr-id="2"/>
+                <instruction instr-id="1046" subinstr-id="4"/>
+                <instruction instr-id="1046" subinstr-id="6"/>
+                <instruction instr-id="1046" subinstr-id="8"/>
+                <instruction instr-id="1046" subinstr-id="10"/>
+                <instruction instr-id="1046" subinstr-id="14"/>
+                <instruction instr-id="1046" subinstr-id="16"/>
+                <instruction instr-id="1046" subinstr-id="18"/>
+                <instruction instr-id="1046" subinstr-id="20"/>
+                <instruction instr-id="1046" subinstr-id="22"/>
+                <instruction instr-id="1046" subinstr-id="24"/>
+                <instruction instr-id="1046" subinstr-id="26"/>
+                <instruction instr-id="1046" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="176" x2="226" y1="166" y2="175"/>
+                <content>189 (55.6%)</content>
+                <instruction instr-id="1074" subinstr-id="0"/>
+                <instruction instr-id="1074" subinstr-id="2"/>
+                <instruction instr-id="1074" subinstr-id="4"/>
+                <instruction instr-id="1074" subinstr-id="8"/>
+                <instruction instr-id="1074" subinstr-id="10"/>
+                <instruction instr-id="1074" subinstr-id="12"/>
+                <instruction instr-id="1074" subinstr-id="14"/>
+                <instruction instr-id="1074" subinstr-id="16"/>
+                <instruction instr-id="1074" subinstr-id="18"/>
+                <instruction instr-id="1074" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="282" x2="336" y1="166" y2="175"/>
+                <content>2075 (57.0%)</content>
+                <instruction instr-id="1102" subinstr-id="0"/>
+                <instruction instr-id="1102" subinstr-id="2"/>
+                <instruction instr-id="1102" subinstr-id="4"/>
+                <instruction instr-id="1102" subinstr-id="6"/>
+                <instruction instr-id="1102" subinstr-id="10"/>
+                <instruction instr-id="1102" subinstr-id="12"/>
+                <instruction instr-id="1102" subinstr-id="14"/>
+                <instruction instr-id="1102" subinstr-id="16"/>
+                <instruction instr-id="1102" subinstr-id="18"/>
+                <instruction instr-id="1102" subinstr-id="20"/>
+                <instruction instr-id="1102" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="62" x2="108" y1="155" y2="164"/>
+                <content>Humanities</content>
+                <instruction instr-id="1153" subinstr-id="0"/>
+                <instruction instr-id="1153" subinstr-id="2"/>
+                <instruction instr-id="1153" subinstr-id="4"/>
+                <instruction instr-id="1153" subinstr-id="6"/>
+                <instruction instr-id="1153" subinstr-id="8"/>
+                <instruction instr-id="1153" subinstr-id="10"/>
+                <instruction instr-id="1153" subinstr-id="12"/>
+                <instruction instr-id="1153" subinstr-id="14"/>
+                <instruction instr-id="1153" subinstr-id="16"/>
+                <instruction instr-id="1153" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="179" x2="223" y1="155" y2="164"/>
+                <content>77 (22.6%)</content>
+                <instruction instr-id="1182" subinstr-id="0"/>
+                <instruction instr-id="1182" subinstr-id="2"/>
+                <instruction instr-id="1182" subinstr-id="6"/>
+                <instruction instr-id="1182" subinstr-id="8"/>
+                <instruction instr-id="1182" subinstr-id="10"/>
+                <instruction instr-id="1182" subinstr-id="12"/>
+                <instruction instr-id="1182" subinstr-id="14"/>
+                <instruction instr-id="1182" subinstr-id="16"/>
+                <instruction instr-id="1182" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="284" x2="334" y1="155" y2="164"/>
+                <content>755 (20.7%)</content>
+                <instruction instr-id="1211" subinstr-id="0"/>
+                <instruction instr-id="1211" subinstr-id="2"/>
+                <instruction instr-id="1211" subinstr-id="4"/>
+                <instruction instr-id="1211" subinstr-id="8"/>
+                <instruction instr-id="1211" subinstr-id="10"/>
+                <instruction instr-id="1211" subinstr-id="12"/>
+                <instruction instr-id="1211" subinstr-id="14"/>
+                <instruction instr-id="1211" subinstr-id="16"/>
+                <instruction instr-id="1211" subinstr-id="18"/>
+                <instruction instr-id="1211" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="62" x2="119" y1="144" y2="153"/>
+                <content>Civil Sciences</content>
+                <instruction instr-id="1261" subinstr-id="0"/>
+                <instruction instr-id="1261" subinstr-id="2"/>
+                <instruction instr-id="1261" subinstr-id="4"/>
+                <instruction instr-id="1261" subinstr-id="6"/>
+                <instruction instr-id="1261" subinstr-id="8"/>
+                <instruction instr-id="1261" subinstr-id="12"/>
+                <instruction instr-id="1261" subinstr-id="14"/>
+                <instruction instr-id="1261" subinstr-id="16"/>
+                <instruction instr-id="1261" subinstr-id="18"/>
+                <instruction instr-id="1261" subinstr-id="20"/>
+                <instruction instr-id="1261" subinstr-id="22"/>
+                <instruction instr-id="1261" subinstr-id="24"/>
+                <instruction instr-id="1261" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="182" x2="221" y1="144" y2="153"/>
+                <content>11 (3.2%)</content>
+                <instruction instr-id="1289" subinstr-id="0"/>
+                <instruction instr-id="1289" subinstr-id="2"/>
+                <instruction instr-id="1289" subinstr-id="6"/>
+                <instruction instr-id="1289" subinstr-id="8"/>
+                <instruction instr-id="1289" subinstr-id="10"/>
+                <instruction instr-id="1289" subinstr-id="12"/>
+                <instruction instr-id="1289" subinstr-id="14"/>
+                <instruction instr-id="1289" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="287" x2="331" y1="144" y2="153"/>
+                <content>213 (5.9%)</content>
+                <instruction instr-id="1317" subinstr-id="0"/>
+                <instruction instr-id="1317" subinstr-id="2"/>
+                <instruction instr-id="1317" subinstr-id="4"/>
+                <instruction instr-id="1317" subinstr-id="8"/>
+                <instruction instr-id="1317" subinstr-id="10"/>
+                <instruction instr-id="1317" subinstr-id="12"/>
+                <instruction instr-id="1317" subinstr-id="14"/>
+                <instruction instr-id="1317" subinstr-id="16"/>
+                <instruction instr-id="1317" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="62" x2="84" y1="132" y2="141"/>
+                <content>Total</content>
+                <instruction instr-id="1368" subinstr-id="0"/>
+                <instruction instr-id="1368" subinstr-id="2"/>
+                <instruction instr-id="1368" subinstr-id="4"/>
+                <instruction instr-id="1368" subinstr-id="6"/>
+                <instruction instr-id="1368" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="194" x2="209" y1="132" y2="141"/>
+                <content>340</content>
+                <instruction instr-id="1397" subinstr-id="0"/>
+                <instruction instr-id="1397" subinstr-id="2"/>
+                <instruction instr-id="1397" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="299" x2="319" y1="132" y2="141"/>
+                <content>3640</content>
+                <instruction instr-id="1426" subinstr-id="0"/>
+                <instruction instr-id="1426" subinstr-id="2"/>
+                <instruction instr-id="1426" subinstr-id="4"/>
+                <instruction instr-id="1426" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="62" x2="126" y1="482" y2="491"/>
+                <content>Facultycluster</content>
+                <instruction instr-id="147" subinstr-id="0"/>
+                <instruction instr-id="147" subinstr-id="2"/>
+                <instruction instr-id="147" subinstr-id="4"/>
+                <instruction instr-id="147" subinstr-id="6"/>
+                <instruction instr-id="147" subinstr-id="8"/>
+                <instruction instr-id="147" subinstr-id="10"/>
+                <instruction instr-id="147" subinstr-id="12"/>
+                <instruction instr-id="147" subinstr-id="16"/>
+                <instruction instr-id="147" subinstr-id="18"/>
+                <instruction instr-id="147" subinstr-id="20"/>
+                <instruction instr-id="147" subinstr-id="22"/>
+                <instruction instr-id="147" subinstr-id="24"/>
+                <instruction instr-id="147" subinstr-id="26"/>
+                <instruction instr-id="147" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="2" start-row="0">
+                <bounding-box x1="225" x2="285" y1="492" y2="501"/>
+                <content>Male students</content>
+                <instruction instr-id="77" subinstr-id="0"/>
+                <instruction instr-id="77" subinstr-id="2"/>
+                <instruction instr-id="77" subinstr-id="4"/>
+                <instruction instr-id="77" subinstr-id="6"/>
+                <instruction instr-id="77" subinstr-id="10"/>
+                <instruction instr-id="77" subinstr-id="12"/>
+                <instruction instr-id="77" subinstr-id="14"/>
+                <instruction instr-id="77" subinstr-id="16"/>
+                <instruction instr-id="77" subinstr-id="18"/>
+                <instruction instr-id="77" subinstr-id="20"/>
+                <instruction instr-id="77" subinstr-id="22"/>
+                <instruction instr-id="77" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="185" x2="217" y1="481" y2="490"/>
+                <content>Sample</content>
+                <instruction instr-id="176" subinstr-id="0"/>
+                <instruction instr-id="176" subinstr-id="2"/>
+                <instruction instr-id="176" subinstr-id="4"/>
+                <instruction instr-id="176" subinstr-id="6"/>
+                <instruction instr-id="176" subinstr-id="8"/>
+                <instruction instr-id="176" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="286" x2="332" y1="481" y2="490"/>
+                <content>Population</content>
+                <instruction instr-id="205" subinstr-id="0"/>
+                <instruction instr-id="205" subinstr-id="2"/>
+                <instruction instr-id="205" subinstr-id="4"/>
+                <instruction instr-id="205" subinstr-id="6"/>
+                <instruction instr-id="205" subinstr-id="8"/>
+                <instruction instr-id="205" subinstr-id="10"/>
+                <instruction instr-id="205" subinstr-id="12"/>
+                <instruction instr-id="205" subinstr-id="14"/>
+                <instruction instr-id="205" subinstr-id="16"/>
+                <instruction instr-id="205" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="62" x2="99" y1="469" y2="478"/>
+                <content>Sciences</content>
+                <instruction instr-id="254" subinstr-id="0"/>
+                <instruction instr-id="254" subinstr-id="2"/>
+                <instruction instr-id="254" subinstr-id="4"/>
+                <instruction instr-id="254" subinstr-id="6"/>
+                <instruction instr-id="254" subinstr-id="8"/>
+                <instruction instr-id="254" subinstr-id="10"/>
+                <instruction instr-id="254" subinstr-id="12"/>
+                <instruction instr-id="254" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="179" x2="223" y1="469" y2="478"/>
+                <content>38 (24.7%)</content>
+                <instruction instr-id="283" subinstr-id="0"/>
+                <instruction instr-id="283" subinstr-id="2"/>
+                <instruction instr-id="283" subinstr-id="6"/>
+                <instruction instr-id="283" subinstr-id="8"/>
+                <instruction instr-id="283" subinstr-id="10"/>
+                <instruction instr-id="283" subinstr-id="12"/>
+                <instruction instr-id="283" subinstr-id="14"/>
+                <instruction instr-id="283" subinstr-id="16"/>
+                <instruction instr-id="283" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="284" x2="334" y1="469" y2="478"/>
+                <content>672 (24.8%)</content>
+                <instruction instr-id="312" subinstr-id="0"/>
+                <instruction instr-id="312" subinstr-id="2"/>
+                <instruction instr-id="312" subinstr-id="4"/>
+                <instruction instr-id="312" subinstr-id="8"/>
+                <instruction instr-id="312" subinstr-id="10"/>
+                <instruction instr-id="312" subinstr-id="12"/>
+                <instruction instr-id="312" subinstr-id="14"/>
+                <instruction instr-id="312" subinstr-id="16"/>
+                <instruction instr-id="312" subinstr-id="18"/>
+                <instruction instr-id="312" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="62" x2="126" y1="458" y2="467"/>
+                <content>Social Sciences</content>
+                <instruction instr-id="379" subinstr-id="0"/>
+                <instruction instr-id="379" subinstr-id="2"/>
+                <instruction instr-id="379" subinstr-id="4"/>
+                <instruction instr-id="379" subinstr-id="6"/>
+                <instruction instr-id="379" subinstr-id="8"/>
+                <instruction instr-id="379" subinstr-id="10"/>
+                <instruction instr-id="379" subinstr-id="14"/>
+                <instruction instr-id="379" subinstr-id="16"/>
+                <instruction instr-id="379" subinstr-id="18"/>
+                <instruction instr-id="379" subinstr-id="20"/>
+                <instruction instr-id="379" subinstr-id="22"/>
+                <instruction instr-id="379" subinstr-id="24"/>
+                <instruction instr-id="379" subinstr-id="26"/>
+                <instruction instr-id="379" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="179" x2="223" y1="458" y2="467"/>
+                <content>58 (37.7%)</content>
+                <instruction instr-id="408" subinstr-id="0"/>
+                <instruction instr-id="408" subinstr-id="2"/>
+                <instruction instr-id="408" subinstr-id="6"/>
+                <instruction instr-id="408" subinstr-id="8"/>
+                <instruction instr-id="408" subinstr-id="10"/>
+                <instruction instr-id="408" subinstr-id="12"/>
+                <instruction instr-id="408" subinstr-id="14"/>
+                <instruction instr-id="408" subinstr-id="16"/>
+                <instruction instr-id="408" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="282" x2="336" y1="458" y2="467"/>
+                <content>1137 (41.9%)</content>
+                <instruction instr-id="437" subinstr-id="0"/>
+                <instruction instr-id="437" subinstr-id="2"/>
+                <instruction instr-id="437" subinstr-id="4"/>
+                <instruction instr-id="437" subinstr-id="6"/>
+                <instruction instr-id="437" subinstr-id="10"/>
+                <instruction instr-id="437" subinstr-id="12"/>
+                <instruction instr-id="437" subinstr-id="14"/>
+                <instruction instr-id="437" subinstr-id="16"/>
+                <instruction instr-id="437" subinstr-id="18"/>
+                <instruction instr-id="437" subinstr-id="20"/>
+                <instruction instr-id="437" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="62" x2="108" y1="447" y2="456"/>
+                <content>Humanities</content>
+                <instruction instr-id="487" subinstr-id="0"/>
+                <instruction instr-id="487" subinstr-id="2"/>
+                <instruction instr-id="487" subinstr-id="4"/>
+                <instruction instr-id="487" subinstr-id="6"/>
+                <instruction instr-id="487" subinstr-id="8"/>
+                <instruction instr-id="487" subinstr-id="10"/>
+                <instruction instr-id="487" subinstr-id="12"/>
+                <instruction instr-id="487" subinstr-id="14"/>
+                <instruction instr-id="487" subinstr-id="16"/>
+                <instruction instr-id="487" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="179" x2="223" y1="447" y2="456"/>
+                <content>18 (11.7%)</content>
+                <instruction instr-id="515" subinstr-id="0"/>
+                <instruction instr-id="515" subinstr-id="2"/>
+                <instruction instr-id="515" subinstr-id="6"/>
+                <instruction instr-id="515" subinstr-id="8"/>
+                <instruction instr-id="515" subinstr-id="10"/>
+                <instruction instr-id="515" subinstr-id="12"/>
+                <instruction instr-id="515" subinstr-id="14"/>
+                <instruction instr-id="515" subinstr-id="16"/>
+                <instruction instr-id="515" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="284" x2="334" y1="447" y2="456"/>
+                <content>413 (15.2%)</content>
+                <instruction instr-id="543" subinstr-id="0"/>
+                <instruction instr-id="543" subinstr-id="2"/>
+                <instruction instr-id="543" subinstr-id="4"/>
+                <instruction instr-id="543" subinstr-id="8"/>
+                <instruction instr-id="543" subinstr-id="10"/>
+                <instruction instr-id="543" subinstr-id="12"/>
+                <instruction instr-id="543" subinstr-id="14"/>
+                <instruction instr-id="543" subinstr-id="16"/>
+                <instruction instr-id="543" subinstr-id="18"/>
+                <instruction instr-id="543" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="62" x2="119" y1="436" y2="445"/>
+                <content>Civil Sciences</content>
+                <instruction instr-id="594" subinstr-id="0"/>
+                <instruction instr-id="594" subinstr-id="2"/>
+                <instruction instr-id="594" subinstr-id="4"/>
+                <instruction instr-id="594" subinstr-id="6"/>
+                <instruction instr-id="594" subinstr-id="8"/>
+                <instruction instr-id="594" subinstr-id="12"/>
+                <instruction instr-id="594" subinstr-id="14"/>
+                <instruction instr-id="594" subinstr-id="16"/>
+                <instruction instr-id="594" subinstr-id="18"/>
+                <instruction instr-id="594" subinstr-id="20"/>
+                <instruction instr-id="594" subinstr-id="22"/>
+                <instruction instr-id="594" subinstr-id="24"/>
+                <instruction instr-id="594" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="179" x2="223" y1="436" y2="445"/>
+                <content>40 (26.0%)</content>
+                <instruction instr-id="623" subinstr-id="0"/>
+                <instruction instr-id="623" subinstr-id="2"/>
+                <instruction instr-id="623" subinstr-id="6"/>
+                <instruction instr-id="623" subinstr-id="8"/>
+                <instruction instr-id="623" subinstr-id="10"/>
+                <instruction instr-id="623" subinstr-id="12"/>
+                <instruction instr-id="623" subinstr-id="14"/>
+                <instruction instr-id="623" subinstr-id="16"/>
+                <instruction instr-id="623" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="284" x2="334" y1="436" y2="445"/>
+                <content>492 (18.1%)</content>
+                <instruction instr-id="652" subinstr-id="0"/>
+                <instruction instr-id="652" subinstr-id="2"/>
+                <instruction instr-id="652" subinstr-id="4"/>
+                <instruction instr-id="652" subinstr-id="8"/>
+                <instruction instr-id="652" subinstr-id="10"/>
+                <instruction instr-id="652" subinstr-id="12"/>
+                <instruction instr-id="652" subinstr-id="14"/>
+                <instruction instr-id="652" subinstr-id="16"/>
+                <instruction instr-id="652" subinstr-id="18"/>
+                <instruction instr-id="652" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="62" x2="84" y1="424" y2="433"/>
+                <content>Total</content>
+                <instruction instr-id="703" subinstr-id="0"/>
+                <instruction instr-id="703" subinstr-id="2"/>
+                <instruction instr-id="703" subinstr-id="4"/>
+                <instruction instr-id="703" subinstr-id="6"/>
+                <instruction instr-id="703" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="194" x2="209" y1="424" y2="433"/>
+                <content>154</content>
+                <instruction instr-id="732" subinstr-id="0"/>
+                <instruction instr-id="732" subinstr-id="2"/>
+                <instruction instr-id="732" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="299" x2="319" y1="424" y2="433"/>
+                <content>2714</content>
+                <instruction instr-id="761" subinstr-id="0"/>
+                <instruction instr-id="761" subinstr-id="2"/>
+                <instruction instr-id="761" subinstr-id="4"/>
+                <instruction instr-id="761" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..3752173bc57d66f95f901e93000671a5bdf38128
GIT binary patch
literal 98362
zcmb@u1y~);vhR&Ua0%`n+&#FvYj9Y&yIXJwP9Qi0ch}$~!JXjl?hqirH<7*Hcb{|i
z{?2{wWuCCs%yd`RRR4dqNLK@;l9&Vo3nM!`<;LdN6g&qBGl{*i6$$+7*YHdtM$RA!
zdpj2rCN)c2kTZjby^Se6ld7w+i>Ct!xCne_f&cYF!t}Epynp~a$j<avf3Ck960<Zj
z137{0OhC>gZ&=tlNthg6?Oi}lmgW{NdjGH>Zf9a|YH4TwcPpHKxAI@zQL(o*vitA;
z{KF2(PZw1FVg0}Q$NqQADm)}V9~@|`!bS3POqIVo!TtB95|%cA<G}OU7`cGNK!D32
zcqTcJow<tz2|G6{*Uyg5E>0jLTX?C6CC$Yc@+LH2>^T2DN!RKP&Uw?sU?fQWML6_6
zsc)!pVdAL6R%YxbW8!@8&D{NZ4G3;R%6m_&q}w9UNFWi%52&I(m#P*iv_Cz3p6d91
ze>f}Xce{HURr-A=oom(qHVj3aG9O-$&TDRosdPhe-M{U7wL_lWb1TaCPc2L<<=9pJ
zwc>LP9r{wr>dEoTT-vYf#Z_^RgG)_oIt)I&dD5z+HF7cWsry9Rpj3Ke)xxBy!aWt7
z!UdvCDye7~lJxpyy1Fva_*CIG;`FBSQ?<^Z*PTk~nTB;6{h)v4bFEfLZ*X0u)__j4
zu`e#cy=Lcx_rvr3+^f4zp5~#6(+4>BhxQmH9i+2(4G#n8D+~MJDF(lul<P5sZQ9%d
z1`WOQ`YPXt`>^W`+v3dDgv#++^ajS0MFWAS)<b`q)qH~(zh(L-<<~xr$20HHYiX>g
z>yZV*HV%D{GrYXB<_(n<8PY3@lMzG1@;a;zmFNgrpLIj^RPMbzg_%S%t#a{g)3$S?
zN|Z-8gM4vMj@mgbN?&O<ST)UWLmme~zd0%YmQ+bw^1kV@L}F%wZZ`k8LF@th>ZY|m
zuU6ow6L~enbz!qmem|tLJ(<DWHDwY>=e|KVq*-&FN0)=BHTRLfeP80khs$muE!4av
zHTA7dJACdsS?br09YG}qvef104N=M^zWKx7b|CpXXdyY<QI0<RVB5P^hwsv>t^YXY
zPV+-kZv@H@yU-HCfwz%Rw{)QG<~&dqrSnRC{#$B=_p`Bw;Ue_~^ruiTRh_OQC=NZJ
zjh=47DivZ}yM_eXX^53_q?@d@r|FLaynPJmDGvDiF4eSXBVa#<g59)uL*9J%likJ8
z-PeEpzAx?;X2c(#x4uco`~+MJ`O3op#*2NjW!w9k0BJo3$a=yf3iZ=YN8*%smwK(V
z`HngUf5Gt@+YmH$PPM!@nAF472P-mJ`LJi9E_o#a$fp7B;21@?=GWsNS@w4A`RjQd
z*}jNA5E>8Vu0b4d->W4Js=ZY@ShfSVQ$Kz9ii{{>)yJyD_qsz-E4TnmHsG4`Z3FUH
z@_<q1d*s>Tt8nqnN^PuUS2{>a39dKz*39<E6GvG_P|SlWOyU^=qF?M)`!5-LRs^$N
z&?Cgg?G#P7_Jf#ZGT-@lZNYOdVrc3+fZX{Em*DYTh65ZA5SY5sb>9=s;TgtKr`YpQ
ztueTMuq}-XsnUwRwS$cKdKoPbOS_!OtxS!}RwUUoiPR3Yc8b10`dL(w&9+g+J>41t
zwQ#Pud-}6h)-(>YR(Qm_H=O;pUmr+4;$J_dra@1-`LwRTULC2Agi~|y$kT}CqBUU&
z@^Olw54__Gg}i%kTYE3hO>g`F-kn^0LnXe0#g0bK24&jXn}eA6)+)~2J9$O)qAKc|
zc$Hyxdl0(N5x3AI(?>oh#Dg$KRZO9<6{`W>90bCvavET44_(L)9deNyR$dsHJT(`o
z>4lgx#eaq&<Y_|^z4^Y^wfG#w8d<oLq&$4p^=U9<LQZi8nkFGaqBIQ##n`c{l)!Mb
z5Nie3R3WEKZl&;R+4QHo)8l1R64Ve1c$xbEivD5*FbMfX!{;Wc<Ht31OJxoiRB8Hw
zQQtM9uQg|PT@w`G3CY<|;Ab9W=*1sz;3=~DX;C$5CkJIiYr9q%+)g}@5t8X7-UuMo
z3WeCR24UnObGSNw8aJXGNQp|A(4IS;dy&$D3Q9<VIC#6_Kiw4|vNt%smd#@m^q$0~
zmnz^+mMV<S=<t)=4sFnYB&U#)(B_>12(N~3z)vC4Q5WA0WA?R^xwE(f*>hrL_R9^2
zEp00&tv1mh{6l9GE!gG>nz|`#D5i{1QhS$8jpgi5FOvD5Gm8(@vWM^al_8CMi%Xn0
zq+AjQjhpG?1ce?k0?~7L`;iZ;6@|DK#}`Fu!HV$~P}F<vf=H9L+Z~D%@=9par}~v&
z3b2_DR1BFyzA=9cLG!OGeka>mPO(X;?N;;vMthoi*b`FRcvpkqZDfF<QA~>zQcfHI
zrtjl81IrL7W7gPe{Bpoo>Ve6eqx(!-Dc6wnimUJGtjP|Bm6hB|zY+42CCNrQ#8Fy*
zi#}gLgt<=SW9oD}hY<s=;VHrGB3=a<46Y5ciM0mAhvE-zWVNGpsJUxfADm~BzD<^N
zCGg$Eha#5Ji+K`khrh7XLdBLYl~w=hMba%yg|d|4TDnksN1^9DRPZ7*Hh{cFHYM1Y
ztRCznEdA_&SnDpR+GXH<7gQ9vj=7VZOty>SEu1wmbJ%O9faP$8J#esB0vLN9a!;Y3
zchp*E-kwa8TB7=8Tzt3M7<@GO%B91%2Pd}WZc=~2DNkgDzCcadjSdAx9|K;RFeP!8
zGzu<?D&EMI3m=IcijQ`JVzZH>14XDKM<lB4zo_aN`eU6ozz2+c&oOf1VQMMcYmL03
z-3;5u5XD6OtLLUtxN2yb%cO2wOl{Bz*9^oRI0KFXZ-L<$4p^SL24@|7D1$h!rMC~&
z0G>%C#ww0?2g;Pml-OJ^kw$+Vk;!9>(xe^+54rF27_Kev1IgX(tjI)fY*GF^`1fjd
z*es5oGTL;MFH@$lZpBTu=#Mp}zCG>A96BIX6hy}XaY5^*;3Lz0%vuTFgK#yKm30}7
zgeL-`cg4vgIoZ<QJ1VgR#}iZ<LX;Qw<9h_Hd*dZ`q-0~mx9WzXYwRUiVx68>c;vKG
zsm}RJYlBCIP<q^+^56jv$8jxMcf@m}e94wi>jLB83c19nBeGsS=L~+QuPeW}qQAiT
zp52cX9mG0_x6J%?Z@X2OC)Y)2H9B8W5-monBOu8LXDp+9PT6&gWovjVvGL<enRKmH
z)tB_V&spm4@&}ap*?i9^8J3W0sR<^E!+k7>KNu@!4P)xRe!;AOs5py1rl%LtBmJ^n
z6*0`Is1w5J5tr8ovje^isl&F-<=D3pg7d{@PFN1i+&P#6=-~=&A64$Ut1{Dpk-S%t
zo<Wx-umf5gwbQK5s`kZ>Gep!mcwf6IG>gwzDrJ_Jp(Ts#!ONN#aOAAv@meW?qxs60
z<Tg%`g^=Y($mco;CURo0O{u3?CdOea`)lQ=l2mXMwz85{1CF}YbIvyxcvBc3g3Z9F
zm{fF(%rc7gXcsdk{iU}ANl)`#!XEid!3>*IQ52?CHb1)a#Yo5GP{qK!#rLl4V&(cs
z>E`2O#@j3Oa-|q;&nq1(;;73t{ur&@VD`efFt<PRbHM)i>0!RXPEq{&g_1z^4f(qS
zIh+T64Q(#iZ!56*>yQYXLYr)1bUE7SNYyW{24ojj-`mWD`;<e2?M!o&Z&_}|^pYH<
zz18?JTDyc47^WHfn)2<ud5m8cPL_#lx753OPRV2LZilbkNis?6hr^00cP%1P6NhN{
zFzneo3Pidt1y5=3hLD4fgvboOXjZbxx}d!8Ge{QR_gK9q6mdJHt11js;tDoWK_?ME
zforynxN}HoFt^0ilU}dyqs1M|d@I14D7>?v|2kZKv9Gt62(%PT3Sk``HtL}oz7Pog
zBtNS05e!X+d=>>^6sKmRU19ubAV(r&SlK4*SR#@+ki{kgvoAu4ZLQB6J)JTY`74B+
zI}{m-Iv9cF8xr*%MzFLL94*E&od%d!2AtmBy~>ZCvse9gngn;<Jm$3`hx`T3Y#5$q
z?>AsE6qu^vyw|!oxsJqSJ$bIP_CCm}Ds|Dqk09rjVkOI74G~2mqPxd#^*P+1=PK=@
zQ-@|`dVa`_6V)Ip8e%2b%B<Bw?1ff-XFAE9>l=>kl0~q=v)x>H-D1Qpp|E=9HU$1G
z>%5wMY8D>znei*$2fRqm`RKUJx}7<NwJv@VFD|)=qq*cY)m0}O&_ysg{HBV~Jh@xS
zzD1yKd0A*cmCk?`(ua|7NeeB$oAY?O?vIv;&h+2q6!e@uNo14wG|Ca(0~sAcyQDh6
z#p;yVL_8EmC?I1kY1p#~jW)$nk^7TWKRI;aPf2ny21o`hI(id-bRBYy;CBIUrcy1n
zp)M+gNYAUAE=E4GUD1CwMZonq@FEpgS1*J%QSa}WC5>7qSr=89y^X5&dAuZxHV-^A
zm9=khuzmk<D_D+gkDcrwkygmqh@id1=&}jFAB}0msamMKp4#fss-w$PTD{RrHtcz9
z;7%l9e-g!YxRzr62!9h~FbFsGaBWv|AO1Zc+P_Ypp)Gz<=#0qlnKT8=+K_xtIC5iR
z9!ClpfkNxKt1qht3CE;Y>vZ!}ls`?6Az6ZmB6TQ$tSx=y;Nalgt^2crMq6~epX24}
zE~$C)WxLjZ+0-FNNEy1S;Nk68fvHUUO)!i*Zvrm%7oqN`!rA+zlA<ccnmhT;ER>7;
zQe#Q1>)%)tN=H8>38*oC9g4b2>(+!E<Jp}eDP*g<9dgQaCYmWTL~xL(LCL@FFNKq<
z7<RhQ=81A9Qx{r=P1oukGP8n<bt9kZrXUj3a82InQz7hG^|Mc;r_eSMi<pen3h_xt
zW>`&*=t2#?u=Uv<RbZNwPpU#A5i35TSv{$<fem@09CG6}{n{UwF#`&_*d4Hm>wsOV
zurIF~ut??52?$EdMM3D^cP!&H@5b-&9rsK+46k8xDcEg?(SH-DuCxsuuUj;e=cXsw
zFcKjIgP5V3{?Sa)X<@r2;jjmh4>jCnxP_|)QyT&Q)zJ9D7rLSCHB0;Xa^7WV3&)9c
zb5**4R;D^u<@Pevfm=0SVx*33Ev3Bg1@066x6MZHzLzh8zm29gJfy?VVh0(lmg8RG
ze!zl?)lKR-po7H4+DmKAR;*rg(Qgp7dzfILiok=wSsvDUH_cDdi6pMc738yaso?v#
zut|MWIP7`DWgJXSM2*tl14d>zPq?kYJJ0`$(;m?SKRZc0rR0l3Xd5)558g|ghN!@r
zh0JtU+%3ZS(n+m}kIW`V<sN)-DqPSp0jOd1C8~A?mIuar#9v0v9>JRWV*>gS7Zj7@
zwjT=LMJ$qgwGvG1E#@8M<tTrg^`|=3Cd45m4?JQq`$h(OH@Wu`etgf#VgLMAW>+8?
ztt)|+oI9=qbO)b9`I`Tm%ch7R*<4FZ!!mz7E^kbGHCKnYL}KRDEw5S519LjsNJZiI
z=ri4*J}DtM|M}~E_80pPys^_4{2*PaEX;KD$H14hB>`wnpnEksJFbNYv0)DIzWO~4
z@;ORWtsf4`1$L-qoR=prF~D$?uJx2(K;4H|V?jWxK^{YtpI&@(X?Q7au~3~yB;+p_
zR5%Rec$>a1o@&y>&zv@W6WQ3guSDg(74eB1Eb18C*l>O;kFY<#6q7*~@R$2+AeoJa
zTm^?D8ap&PE)?r$eAZ&p;F!@@rMPqi{Rtu2meiat0m>gME+P(Evr#?#ZMG|>BxH|c
zaq!ouieY~et{qw*uwq>JcVAxVDK|>Z8d`k`oYLqYBM(I0r>`vd)Lx2oF!$26g$(i~
zpW;qja1lk*wbxGE^hg?a+#!ELYmE>02UEQW$tyVze1>DrJ@7^a@*Ksd+KV-=)}meY
zH)~TO9zpIhs7x((%HD`IV9t<|kRd8_LHb~=Fu})Y<$1cf)5unaDe8z&)ui`CsZX`)
zHKu)#CVhm{F8cYZi^j~%3Gt=i%$BX8sZfIVT~?2tS;2!m`rh7d2)z?35?((}>hEbJ
z`ZPKml1Xj|f`*NJI*KFb>KlZ4kjb22GI|xJc5A)o<I*NyR9ed!NR}qL2=PaAi4*P0
zY*B5_yuxK1_r%OkCgWzEwzYa>ww_&(ST$ZrfDyX*iYud4PM)ngL5eRQF|c8;9f5<F
zlnJ9|dXzT@b9wgI)ln6YP#wwoFrtMvifP*~12a7VOHSK2WiUVWxIZC$7s3VO`*9#X
zRy$OY1^mPF=$F@QRAycL)e*{HrPl6=C4#vIQp=Q52xwd`S8lWKD>4;n8u3hC2uOrU
zMn-%{N)I}C)~K-%K`n%@d?SoW@L<xPCi^B=VXv0}H@mY!_--z5?0I3KW?oM7OUB5=
zn*w7vUNN26Tx7xvh)f7lH!K2k935qY9E?a(!z~&Op@yYzu)!Q8XPo3$S2#Rzf!2|Q
z3S;obP{Al`L^nZ9T6#uosIE?+UbBQ+ObE=w&|xKt*+=N!hoNX4{+J3<>;}*)o{p74
zJuio=7_`J4!>t>7BU_sqvvQgD?V8y81#||pK8#>RV>tU@M^sm*GWFN-t*r2YBJR>M
zQC6=O-M$DKKk=@bTKi>eNG!8(QqPJ9lZTrG+{8qndA#8OjUqH%uH?Xft<A^b_a0|&
z@isz*NmPvXESe|3#~T$yy{qFz2`_4j%EKHab8TQ=O@4Zw)`jdkth88=0P{0cH_DF_
ztN&=v&HBFV#|@4bGAQB>^N}O>>EOPobLw<?rYQFG3DXeFk?n-==Q7{#RW6c$uK2Mq
z|9ze8UzYq>*-4m;oj`8DqM?bAlf51AV(Db!YHMZ#@*rU{wRbTxF#-KtXS8s&GdFT_
zwY4#F1<vfv?d?F;Buq}gsvrrIi=~Yzh=h&j&*GsoaM1=t!UHTOnmZW*rde3Ifl*v-
zY(PL)QzLWppUZT=Urmi|NSHu2HkJ;~md?OCTT>%v3*go6_p6zWJun0blbMr|iHqe=
z_sm@_ZGH`412O}w{qywKiX{n?t)-nSV8;RE<YHm(>TG0Z`o}3?AY)+B^slqu{eP`?
z0{8xO|8@GeJAc3YYt-L1T%3$dLAFLtKm^Pzfq%d=$T{2m@?24zgh};JD78&3fwk3N
z52o|y5)e@vkh3$;$>vW7d%!2>KX<);zp`*LlQ4<9I@y!3aIyn4;_CEsh1L@|143%-
zWN!_!Gd6MpPJyugHH3-1gXbTA?VU``KtL!g?SSBOu>ynHn_HR~+1S|wA!7u-n}W=M
z$pe{NIs;3lARtDzMkc>z-xOr-1OhyAuyJ+%6H6C&duLZ5pqBQ)thrbKxBogdGI4bQ
zTHCskuyC{e3cIDf=}*D@wrT=0wY0G@0`y|{w@!d}wnok-t~S5i;|3lAxb5g_<n(L#
z7I<%AWCOVOYp6e$ok>`DfX5L2ttTeoKjRAjU97^tWymD_S4f0^>r)t*6VZSABL2sS
z_#Y$Ue>WojS7+%z?WF&-lm2@<>A%{E1MAC73V#My{L@MCPbbB{cT)UEqrW=ay4tu{
zI@oxUFe(1ggZdu}>VGV#|J{Q6Up=+|+*h-(clyZ%$O%|;2b2t`-{_ACqd!fI{%*qP
zj}u0JnKJqvCL>@b0owme86bq8>@tD=7y<p=2+-&s%C`K|&hk$?%fGj?{Hq=4XPE5%
z3~v9Yll`Ag_J8kW|Bpt0bvCthvjkEMll`9{x&G<z`lr9^-}}4%)z9<KeIOb943g(R
z?)=Bn2G8HK<zJ-@DUgjD$OXXYzZW(XjBEktel~z-`e%{jSJwTvRSp)G|9KQ0BL_1v
zAb}bixj6s3fpm<-jQ?HrgzfKUMV;&&MC?6C-u(OkU}t3};o#u_9$m=@$R{o&KRp2a
zQ+082HF5cU&6$Li6`n~Rm|mm*p`QxK+1}OZXQ}8{5$aa~>SwhEFrwsSZ=wpM_cu&H
z)e0y;fjofn5m0bp5(TPHz+lcKKWjDrjE0htIq2_&9F~7m-BR_mHMY0;?{WB9;QH^C
zEtdaSl#+HavavMzU)%bZGTHx11^>pWe<@P^4~7{2Pl|Ue|5_bm<stbMIv}trz=!Ow
z0Q`E-1?2tT0asz=1d{Wg_y4h)#_})1|4-#KE*1`!|58qyx6}QK=1WZS>|lU64D~_d
zRMrqD+?3KS4l02ofOvx>hcYrrSmnJKtx|`8t9RJ}NJ_f!5fuW;?pjS#bJj`W`YkoJ
zeN_rmr_b4~<f>o$*>+hKk>BH<yFJ!uFjV~J*UKR!gC~e*^K>r!vFUqk|D4q^rj)R-
zk+-Ky5N*gzTtSYb@4`DHK69I4f8<Zpr4Jh#5o}sLqEP(?)5gDSNmamU<*m}m=;q!1
zN!!2U%b4?b#9^A_CStb)wvu)0`HC1`!XG#Dc2%hu3l^=1Ffa2bNSlwNzFX3}->G44
z-N5@(x2+uCWOy>lDc!*xwi7SuBV|lieYC664<m_O#FDGjJl6<4UUd^;{=ELJ%3;jg
z1s-KkKpLs-{c<O=|FVTybe-Ki!sj1O9^iqGTqi#SAL~_qgci~4`t>S0H5nYjy~@_*
zS7O(psX20G9zJaFTTAIxOmBCfhdN2|g$mTtgn;aI551h}+U(t-F$_BQnFwMlNRdSq
zLu1S%dCLGHx$blM=yW~rVGOwzaUo~zfPO~NLb&XC?<mooB@n8r60jbv8vE@8VIk`H
z5Q=Cr?09>W)w+J_3_6z;B5obVzoSRd!g8d3=8Ii+)pA8aC|K6oE(a~@vdjC%$pDr!
zbvR;DY1VFGlZP-UFPY+S3NXsJwd3rr*)<I%dUG1^Z17rwj2sF3;>UYWq}j;~1Z{#O
zu+lAe<7?4ts}mV`d=deESFA?W`a8~^rrBJAB*Vrh0l|G1l3GlO!RV96$FnDD3wZmq
zx0MjwI+aP4NBNhMqdw@1l6Y}BPaalr8ALN;VZlcPzGN&dB)hYp>spB!82BuWr;dkO
zyurB?%@c#jKHowJc6-{-u6eDcqchhY3f8zpkH2Yry8~UR;)3GC+Z(jy=N+J)!z{Jz
zd4U9%KoMcngV#mUS#|5Ft{Ol}lAe7Gh0t{sNP#*M2U&HmRVB{n4#%(_pRclV{Mxze
zwu2q?y4a@sfTCL{w$cofi$64pMu+;dC_xNScRg9S<huf=Ybv4|&Sax6?<f15B%`)*
ziXlHO?3ZhY_f9=z#p6{}b}sRJ(F-7#*6XZ@5}&G2*BYgu%vv&_TLL|KY6YeyF?3Hm
z)8DA-wg;s5ZWSPfoH`kln5a7AjFx|dXDWinwfvNA;D?8gXaVU$iRk{dj=)cZZD}Uq
zg@lUURv@?vA4w0@r>tu%jf?uHGa^$I+1}cE`6FaZ7b%{&RmGxNay>`Yw<2X6$*uZP
z6e(T}CDJpA_*@i14n^ESQM+{~WNCdo#xFk{@8b4nD@5_@2Xx&{sE8RBf9!ItI7_Fw
z$X2m>6(C=TY#d1t;3IVMtrQC}|E{=HP;p9}9<w-;+AmcsCf;o)kt7xcep`mUE?>}G
zEO5<LBt6&9n8ny^;zt-RQNr@qfugrwG6FS|1*Qv&Mr)}QqlzD_{T9dQw{Qgsa=#29
zCRT}{J?+wnB<hpES6S0w%q+owiT>y!n8M^b*pgMss3kIIc-bn9SU@ha98(a3c6S<$
z*`Gzjpp-)0#o5G8d}V&AHKv$lEzjpCf!Q*t=WL|H2z5AcFjAhS05@Zp{<YK~yF@st
z)PH#u&Z@rU0%dWbJ<Mo2Wbx5MlE);2(u%cSQNw?3J33v$gp}Mxm)$x*WqEf<ty+<3
z7Irm+vfA)4O0De&*)^(Riv<$LtINbIFa|qtTCxwg+$&zqNx`rcDu<a}0WUd4%OZ3e
z$~~`y&u1QM!$z>4n?uE*y3^&K=Z<;ajylMQ-UmQvdVul6vGMQ{7rXXlTu2Xp8vW|f
zcCoOP;m-HD{6eOPOty1%8d85arZw`3!k3u7Mi^00@)5%&h(H7}D;L5sb!kr>kp&7D
zkB6~GR|l~?d(Z3~%nG{q3j7^9istCK1VkPtto*rGgXa{bRzxx-23<gO-P00pP4L5n
zS)}$^P+z?6t5rSE4~O5+jV@g-&FaXSgM8)ow^^lOLUH35IVIBc2h*_AFOlTJU98c|
z8kLq1$>tv)PgBZ}qK$N4RC_m~4VCS<F!hibjxA1&$U4+d4QG|8Pg#PeaauYldDNZD
zRruFD@7-PwZLgEM(FPFBHmJYruQ;Gkb(@%ERn@s3>#CKrBALM0!n&{s6o&ZD)U^RU
zIqurSv`d=8CNikXGwXt(Wh`ttZe!Lv5b(t5&pSh<`fA-mCQr)A@Q5TKNh+6eKC`cs
zF=Y0w#~YFT^_5nW`C)|uH4*S7P1=yRUkmM=@A7wQa~sfaNR#8I`^ES=?(k^o+yp#b
z_AXzEugOzspouai6NsgKT|-(X{9IbuJpI-~mMFa!JRx?ghCBJfV!C}>*{iqpy$=?-
zZ9&d_i>~KVm#fd{-u;6(q1a9xX3P<BHqkM&Vb`HZfpsBhWT<v{2+d&1sjvQ%f`}w3
zcd6kL-kfelVfMv^gVxEj&%%Q9rX`YuSZ4m@bVh*!dxf3ysv;AjTmQR)?7KMET9h*6
ztZy$VBJA~vA&;svX17%`k-#U2@kr{LSJ+{e<D}6CW8?C%-j5s8f#fL$S~()r`R?W-
zOx;h!PkjRHc&!zP;A*XuW6^oi6!*p4%P}f+u6Qpm3Xxo8!?xz#BFi+dD<svVz0rEo
zQSm~VA}RF0Ad|f?FsrWRi%{pE5vGpmMk%z+K!3~{565$)MO%0bCSI`s3$%rY+939v
z()xjTbuPWCx&49e;E+WwTgLPnVNEcV-Dt8fw(x~xe0UXED7TXs^`sAFVQJe(tr=B+
zw+)6nD`etugqdR1h~^V&gUL5Lv4v5a)Y_C0@v3?ns|Br!(N6bT#^@4-O3H&W)l`yp
zR%q0x8BS9c4Ois^(#3}b#!b|@p9DyApHgaRizw85ETqD}!L}?$2UDRrYXy<d%lTOd
znUSOqgmOV|@sQ$wPB&MhHd~GwWPArl8=R(7Qc9GY=A)E{=N)ZTJK|l4hY6ABmy<R-
zC5dB{nK(ZcX-EvJ$h*VMhj!jN&R1tk?MtguL(9~{Q06X0vz|n6a@k1js~nNRA_vWX
zOj4ipcutzhSCOZ&RxouQWKFL9o>Y5euB0)dfo|=klI=!TNX@23{_TpwY`^bK?F>OC
zob~&PFGr6U8j17?2t8bOGFm&xJsa6FT0Ck2G4IdR_4QZ=8rK#rxon%UI&DcmP)ju?
zc}BYZC;&fL!3+bTt+$<nE<~qpux8UCKH{^Y3CW|8fiaVvEz4+Q7!bMwbh=&CU<{nl
zV47a@=@V)nc9eAC@3=A!*t?}cn+LC~kYMVb1e-{Bpqwe5wLK|-J>d!NR{Qgnn<#yh
z%Ci7a%AumDYD)yB%N2Ok1mrncg%gjcr2HT7T?!cFg%%23bN)Zx^eG1V;&=)|%t`lY
zqKOhH*JD_AkiFkLd8KhZ-H_=a+mY6L>J^pbvrJbn+F_H<bWzKuDnzZF(TSu!GK+mk
zMgErT4h}MB7tA#vOA}UzxIP_*0F1xNJwU(STZmZCF?HOrHv7kT{SouLBB!Yk_6nNN
zu0AT9eL;CdfPNEIjTJR9U;I%PgqKFAN#mH#i}B-j@YX~nh8ARE@SLHX_8gBN9iuCz
z=P4*xTgOUjf_Qf<_sSIOoNlPnS8UTM%hKfsCDFW&!+K#qC_UYyuPD7&R^HqMr!W&W
z;<`)?j4dJEvh{QYD*M1JB{El$ec>Rprk<pr^r`wKWJUK425BqgPU{3F=|~5EL1|hC
z#YEG4i{566n0%9`%7b;Ho;7>IHRoX7Ph(|}D<}){i%1^XvwWYJ7Wh|UE4hbX5w=aW
zB7yW)Itb#~86+u^uOu)o@4~v3><(=#ZLOu5(i!48M-ShU!a+K|;BELZKF#b(^USQp
z+xUcVFv$%wiaTdwqAv28z;EGIZxFWIJi<VRE;3V&4oX|Qxk?k{V{GzE##bGZ6e;We
z^_sHwpeCf12hAn<K*tH5na#Z!P!yInrY)Ng)`-~`6Gh$cENnFx6rCNf(J2!WM%!Z?
zH{UUNzKYz~B&S(_s8B$T;pym!)U~7RGCkDO5Una6c#7Ygd(m*H#=v$IR(KQt@<)bd
zn(MnCs3$a>-5;nt<zZMSV9`Aav+FT@Q)#~s?$j3^)XclHJ-j~A&e^Nf=H*iKXwYVL
zKSTm+hqpx1#qM+!#o3&JXa`fF-G%QI+!dLt<WjJ$wU@s@K!oLK^Wjl4IO$QieU^LM
zV=~0U$?ub&ZTzV?&*tk<!emdk`s_I*qWCWN_a~PZ?`aE={2z+6dzAL<78m_(Y3KJx
z2R!(O!VJ>xZ!*QR#7`pq1e(~kJO{r;NI0gA#u4r0mtgF*mw!w3A|P$pRLCp8lN-Ke
zE10D$v(a^l<R}vuT@fDh$?$rQZOgxc2`vLZ`>mg!WtBPcaJOv-|NV*u2dv`zj_Y{T
zZ;~4dm+299!qqetF({Kquj!yYRKR|4(z2>^<(K+$(O0=yc}KpwKCg{C$V_@hAtPB~
z7`*GZClfU0?1}qYlWe(-IZj9mJ&vp_<wl!Rx>OQSxc7Ca844Q{*3awp_CdB7xY{xG
zB_nlnVCMAqw6#4YYjM^abqu-iHaLT-=Oso;QSHF$d+!V>m4VgK!Nb6oIuO4=NFcAQ
z;s?KlZofU~l)#%*|E^Ezm9d0LRfd=$)``AE2cxZBN2{=A?D6es1u)R=pWMXA)UI<o
zU5DImGARW-Gt)+VcH+n(trqCICnl9k6tl|isZc~1N57`t5jgVg3pbTVYz@Pzs=<lw
zT(%jo7vvl@rJSvLkt?mceQQajrQ*$09hZ1NsW}yGs;wbJKHp!5np~Dl&O4+RL82pm
zR{0rsdLQ#+()DVi0CP!r+!!^^eiKVOUiHZ~a$D4}0K{v!D!z}DR>paq2p8dNo0;C^
ztbTrX;q+6ev9~j7?k_H!Kd8T?*J`AyKjSXYP?fnvD|s&Af9v56VR?2&mzY^NAzk_L
z&c}jBv$l<Ze!MPtrl#KPj4{wBJ%@~2d+V_bwZ<xqj7T1xwW72jDXQ&SRa~3EOnU@&
zao~!=DsRX&CBrE3^yPx!`FUX)yXIhXT|powTvgxwAzF>MUb!2`%<d@PJIE;p+S4>+
zw@q%P*lH17#s(dg!Exy>Jw(&4NBJRM&SWLp+7BB=oNR1Vy|ypD9cnO*tJoK+`uZuV
z9S({M%0aTpbGjW&*_ff(I<o48>)>$6Lteg?$C{|<-<03q=O~jIb^2iVPzVZmwg2MM
zh4?ES!|itt#j}iIeTJ2K;jLZXQ(d;^jAfb?fzJ^y`Zx6W(${?mO+AK`zWa*KuQuX}
z>;+v1nlNE}e}$JZ5v56+VZ>dWCNL(GIp~F~U8N=4>K4?LGFMsV0m~mFEs*g_naZoz
zs#yPd*meP5mj#vYjVLb7(YH@lR>%*cySk11qpbxv<A<XCUK=%5=olXA6z{XWc&=4W
zDAO1RWpPOAA_5ycVOn5&w8bG1b~SR`UVmP^ZPUOh8qb`;%u*D-q7=~3I5Xk7p>>}n
zXHOZq%`77d=QL!pJENlhzOy0tOijQpG&ll%L@(3AU_C8NOn_JtX4@<)LA<hT5b(Y2
zInafdVlF-H2cFVO8)X+bAvW=4;B$v3ENHVGezEHcOF)vC6nlh|aiL;MIB-G$>rz+Y
zfPv+GD!pNqr8$=I!j~UIJFuDTf)`^$O;+G9Wh_Mni<6LSgy7eL^rB}gtcmUp6bpCI
zn3O#k`kP)E;ceOt9&K>gB;2NaVOpT^s=QdHQ%)$kKS%fATxi&GRlZ-cdE~CU&t;j%
zRq3lYNEWSTa!Ak0zav=#dnXtV=G>(@>5!fcu{n`$5aB5=IG|w$-tw3NA#WDKWF1o2
zUBcpNcQB*DQKp!6w^ccRJ{|KzL~>`WNHo8=nSO>wkk0tDyJ*p(TJ7oSWMdWEfU&;j
zDW}&8yN&21{z{2SXayX1Nht4Z`7;W(QgBQrqbWwyU^(P~g8%K;-rkS}GYs3M^~6uQ
zVK^ug#2xwuO92HU<v80>sTyH8k*Psd28<iVO`W=fKW=9p*Q-u*_TCBR*KEBTRWf{8
ztyzBOZ?ghx<IK|pR(AxWbGtZ}PuP6H?|8~N40*(^>vHHIi%7fEq1K}K2GskIQ1=Ej
zOLrk<k>{k_3+cQ2wX`wLgL_s883t#%u^D>a8ia2uxjL6qdj6qIxsMa=qK;ESUqe9M
z&0l+@uHmzrQ>N4xGBNDPE2FBiAM2ih2`C;M$&rEN1{8Fg{%8u#Oi6EH0x@ec5BlG4
zj6*C7wdTO@4+{~}Ap6-Pi-#vJ^y^f!=e)@*VEweMuB>CO(DbD5Bik{Xy{(^VsIF9t
zC;FkwI#73F%pARWC}cNrpaM<@(}fkGtCb2&n11NTb)=@lCaZj6>kM7hcokT;!kcWf
zu7k{-u0eEAZ*`2=I$}93uUl)J{8GRVq1q{DL-D)RD;C`fmHXGi!AS-g1A%HBajQLZ
zJF_!M6J8Ky*)OiNlq!o-Z=thL-ZLA35_o|8y_KafIVJ7Unj<1fbY9==GdtB&=<K;5
zR(wA?^-QKHn4tK<JKI}vSO3~?rOZxxqvo2{Mk)8$dOBiU5v-8#2H8df*ajKLbg_Vu
z5|S<*H5Yeb^P<(u0+QSy>HTSI@2i+)@J7aOgc_%~g|hIJO-tQwO0ihA(%6uE37KDp
zqfqg-t^I}0D+JH_tVJy1yg}Y@-pqs|`Zf;-Fb*M^W3+l${JZK`PR-!lF=%E~37_mf
z5yzX);?^dtvJMbnE(x)Ak|uqd3bEOs{6Wa$MOYe0PB(aaJ(>@3$NzK_=z8Ezs3M_p
z;;q=xK)`?>>i1kY?Ogq(bAp0!e^&)Yn|n9>4i;kflu23K#SErzYeA0H0ER2>HM2Af
zRYX@3#8E$aAX>^POyPpdx31LJS2e}Vf>igoh1McSN-(<1R^6B1+1Fj+P@}sUgmOes
zQll9+7lpx@)6N%l8Ec>w6=nmJtr=9_JStkXZFJXZhmya(;O~^5{z!e-W1Ajm>4iRD
zEe@*B9ZaQ~vM0cZg_il8TM+FNNaHJu`?*u?m1cRtoRWLEkF;dok=`L`P`wcdNlHcD
zr6_kzyd^idJv4~cfaUg-^W~Y0?$^+ZS36HNO`q(coh9X9{PVcFF=>7<wwHXajAPKD
z#Ne$B$!R1LZgfZ{nv6I3-n!A##tIg?JQ}QHz!GudQb<D1ZO^{%66Q3rUJ2Vpe`GL|
ztK$JbzoAT9OHM;19ZDT>mZUHlFWEz0xq=is?p1k~YVn?95DwQVKdtdq(`-e(-W8sB
zKu^7P3D!``4Xq1t`Zg}JUEDOdJvD=sqZVD<Y6a%U`u-rhimo%;HNs{Zas#yvdz*Mi
zIRfv1>%eO;3=UB{>0F8m%wr4EbQhLt^7(yBY@zc_YiRh)It1>f@4RBZ&M$1|yp9_)
z8wzJ1VR{3Wz@Sgf$47D=Ba}qJo`z5}mp(}Ebgsc9v|tE-$^vo^llDZs2{W&p<Q>MM
zL^3aaVT$eBFp6kOf2bkczSQ}~b6$GtS+j&YRse-SX;x-wsKRNGB+-lL<{y2Hjyqkc
zwH)#vH}nHm>upmt5Uk+W)|>3{_iB;5<M~LwlQ3A>3ps4L!wJYl?YY9mbmJ6$k7u%K
z$lj226mxhb9=gUWf!szIQR`}RDn*FV>n+VOLHOfKRE*+z@kPe>_DW`36P>4ub*{Io
z*=C~O5hUF49yifHaVaRA*hm-O&);rJt&(Z<V|_$_j<Jc6G)yr?P!ZmWA$a?3{q>5g
zv72Otd9No9@(iu$*DvnAc)Q0gDqN3Ox9AS`HLpya{b*WaD0ZoFqbQ7(g__A@`$Tko
zjg<tQ>E#exb}zJ2S+LHgvLxKOu5`o2@ko}v!S~$)TwK&)_xlM+eB-dhIfZyH_@syn
z#QXT9zA7P!-t}WsE~9LJ<Q8egimOa87NVz-*ABs1sisVnZ^fC5_v#<WVP5<`f;&xE
zV2VKt(~dX&NL2i$u8-IHQ=3m)H}u@uPQ0Ih(Y*yr@+v8goU*3uG^i5Jj^u+mss+Bn
ztMys*wV2l%nvR~8*B?wK3fVU8bl6UU+}~8xmFn*oZJ@puDtsR|utKyX<RnS8-%mlH
zEt5wc%dMi@aVS;4Kb-SnFt2t~%740uK=2XFw{`tpBjSV0Sp(|2s;7`<*|Yg48MlMb
z+&%0w6dT%hDZ|gspA6L-+8AkTOyA<^MB>oizuGwUeyz7kp)fS+=mTqz?F>6V`O!vG
z_bkJ*BFTZni?9J<A)oEF$zYn~hX&|-J-%#ry=&q4tZ^SHXxB|qev^H<y2b#wSS>_T
zPp5B;ySAsA`bV}!KXxB^k0@j9>Qf%yW%an9&IU3@e54qgL9CuhgjBw+HpE=9A)tN0
z7YBYfhWf2wLk))8J5<$?d4;~nsB(TP-kgx;Pi4}*1z>G86b2>?zAL+9Yr0R7lKYTJ
zu$!x!8mQp(tK%*`-&sD>(lKM0zSm(tB=ta5?9(wWfTz9T(}*6__D|jGBnWyrDZlOj
z(};KV-6RVWafi7+!K)e-UZLvwO<9O@{E2c&CL$MQqF-^-aTDGVw+hzx`>b;IV?A7M
z)I{x-JCxzxW~KYHvb3O>a4I9DaW`CC?C82~aSjo>V@&!l{1LCsA+s_M`-b1{%JaJY
zIMazP8#f?%_GAc&r3>kQk#ru_ofb!UkV0?YH+f~rnMt&43tb+&EBRKoeDou+_<0$G
z23BCeEbnJkMHuASP!se)xv6!m%bZ#ba40So5I!hKF}D1?S1R9~7uC2IK~is?-O<=o
z(qQ4l<V|7xG&kXyjCw~}&&&G^D+!`kEFlX4aUAjF6)RGy+CK=5!jy6r?WjNCJCBiF
z9>bNVIVMF~8{ZqizWvH&cHmLoP1)FXEn{*EbD1{LJv7&Z`J6h=b?<xhnAK)v2HT1T
zx@~)Q|K6c`l&$(sf=F@%8Ej-5G3j;uFyzJ-{UBV59pfrz)P4_4q=U-5SfBHDJV)TM
zb4jqKw)^?(y}3n=Idyu&aR$^b4`?p9KqlK3ALe=*El;SVr0dUFuuKxMS6?ydvnMQ=
z5vDy3p>Nalqajn+UucQAPN_Io%{h&HLT9(@BpM-Ac}dd#)_v!qmxSfecxOYzoyBBR
zkazheZ{#7nFOaZSeOqy49fn}%6q(3N(*$w-lRS<Z9+(s6TW8G~^1CLZvpp;YbC^Y<
zKzYL}Q?k+z^#~9er&Vpb>Dt3^ciXIJcZ>$%M&~sQyLNbHKHQsKdE18pDVgl0jGIF>
z4E7NqxjoBGVWAqPlAgTai&<)#_ZPVR9E6XkzVBp?ziAAJUl;7Cx30NFY9|jk%c;vg
zp0VY&!{$Ts4V!^UOB?H9Nj)71!QH>^pF@v{#H=9B&q^jk=9PG{<09cdjNF=+Ev}O=
zSr)j2foWNCUuL^MyZLIoCvUZ$7W;XLAxYq9Ybqs{+8-JROzdjt_5ZlV=>NLz%=Uj)
zcm7of{a+QHf0Z@=ZRMHuACA9alD0DidHmcABL;G_Gy$ndijc5!aFD#3eR|s5++1B<
z9U2<y=;-+L>65LkZD(g^Z*TA7;^OV?ZBbECN=k~qzrUZKpOKM~o}Qkxv@}0IKPM+A
zF)=X_5s|L(&jSn$3>zDpg@uKKgM*Ne5DyPem*(fe&CN|lMuvidA|oSXV`Jmv;}aJb
zmz|y6)YNo(db+#2`}OPBs;a8k*jQ6jQz<Da-B&-4moH!9;NVbEQQ_j^ii(P=sHlKI
zAP*0Zn3$NXtSl`pt(uyezP`S}!9j3v@Pvef$jC@>adAOGK|4D;K0ZDM1_oWTp9d5a
z6bT85gM-7{w{Jgw{CIhJIW{&{R#p}k7G_~#p`@h5%*@Qr&i?xKYYhzzZ*OlkH8o>n
z<FvH2z`#IKQc^ZHwz|5y+1c5{!^5_=HZd_VdU|@@UthVox$W)k5D*YiQBej42I=YP
zQ&UqyLPGKJ@vN+@nwpxZsHk#sa;>ecIyyS!<m3bd1QZk$SXfwHU0v_qy?c0gFflR7
z$jC@cOmuN^addPnEiI*^qvPS>sjsis*VljZ<_$hRzPh@)wzhVDe!irnq@kgqgoFeF
z0)nuxFa`!jQc_Y#NJwySFd7;f7Z;bJqT<ujlbf4cMMVWKFE1n{q^`@)LqtSmXJ^OS
z+8P=fTG#34p{lAnKR?gJ#MIy4-_X!7Gc%*Cto-H67fMRXo}Qk(ygX`Z>c_`NSXkJT
zlauA;WdQ+!^YinywY8R(7H4N?cX#)Vjg8{s;=R2+Mn=ZM!a{j@`JkX6dwcug;o*si
ziMzWyS6A2T>+7SVqphtiSy|cS<YZt6cxY%SGBR>%YU+m%A1o~`X=!QE(a}dnMqprI
zE-o(2%*=9faxgJ5b?ts03JMC*(b2WFwVs}y;o;#{R#p)a5nf(izP`ShnVH|deG3Q(
zaB_00tgIXu7-(#4eE<Ia^z?K|Ny*vS+0xQdK|w)tb8~fdb$NMtcX#*a&!4xqw<jkj
z$H&J<M@JVH7Ut&W?(gr{*Vk88R?N-K_xJaYkB<Qj|MQDR@1Hvifo+7pe>?d<QUquV
zpa{?kKn}pqKUw-s5ukOz4?r=%TmsJnU;u;wU<rsFFk65=fXN2L3Jm`nCx9zJ{Qx|G
zG=EPUKokHNAUI%Z0ipmM0Qdn?15gCG0^kIM2yg|+6c8&AARtUYuz;`vk^-0n6bZ~6
zzzGm3AUc4=0iggC0dfb>0zd+|0we`c0Wbzg6HwCcnE+4$<^VwGx9$On13Cuy{0%Aq
zEsz=j^#cq8Bm;B-1Og}mvkNc}=l~EmAY6b_U<v_E|IQ|WC;>JA@P1PYU=Lsh<N_cm
z0EqyA0iXzA9v}yx2w(=tJAfbn1p^cT<N&M!kN~U#i2#u4Z=nO)0-y!N1SAdsRDgB>
zNFb>Jgae5K00z(>kb?l`fs6n^1wadc1mrRRDgX~4n*hKA83Z64kTSq6KsX>!05Cvy
zK>7f(B!DP@8~`wo`+(E{<Pjic0Mr5O0nGf)cK}EL0{~zES^#4J(txZ1ga7~lr~uLc
z;Q~kikN^k)U;sn`*$N;Ezz<MAz$Abxz!i{5f!qgVQUF&V0|F=la00LaC<15!%mYaT
z;0?$i0A@hG0JsHm1OPKY7a(YW7JwfBKOi{*+yblu00RsF=?2It00006farh21Edci
zX#y+(v;c$v6anA?@Bo<_py=l22H*!s1OTM~y#TQQX#ns5LI6<!KLCdSasW#JLI8dM
zSN|hLtbZu_wY^G(jg#cpr_;|3J#6eGzZm<MUw>!)mt9jT|4%mqvHr{cCsBJ~Bd)50
zkqPLZF8%Y54M^Mm+|0%FpY{u}uyC>Sz%yxDngW{uIoP=1fxU7+|H1$XD+};m#L~rC
z3FIVdZ|eYT{scCrasO>^kw?a{udl9}`qOg`TpnZ^CYK&ZFSMu19yqR%#gK?f{CVz6
zP9HI0g0_P^F*v-2wu4btWd%l4w&YaHnD>p-3we!cp^XFBw|=vyqc?S@q2gu&YrTs8
zZO=bWcy_a#PcvH}hd0|dd^<0CcUQbeanmk$vc~RwM(+sTNrb>-(yA3J<%<0OzS#p8
zxv$>CAIvk*64VI2jWx7KjC+_>K{E}$LLx4H7mdgMy^_>@)!Ck1eA%5TDz{hbM>L**
zPhYhW`Kh^mHHyTt^VqT|5e@;{{ceq;??ZI_1GXj_Tpu+B)jI_uKE@Ck-?Q8>Vrf}?
z;^fL1`TqWC@_g|4_|Nc}$htv?lK%0zQvx^N`|2gLJTAJ!YN@xQGtQ>BXx7na#l64_
zcNB)$<g(*4S)IR4S&rq8#Y`c5Sj(61@5zWmcc$9HmdiLFGIy?3l~4$mrp+je;cTMZ
z8Bz4I5|+8@*^m0d^h#$5nh>f_D@eMllQX|Qf8g_2(r{LMCY$e%NtI-xCZxihFL+-H
z^BKKOKe2qYrsB55m36VS97-uFsCl^;aicrjCuufOLPu6KlKk+jEk27g<-ebYd)0%s
z=}PA<2YVV3Sg+nm`=-6nW{b@Bxy0%Dv@EV?NvjvptFJ0+BH6q9MQkWK&GB75kNXrG
z6}^1igS8TA*Yw>-&3t;@b2-04Y?r-~^Lfbg{<t;`NhZ1z1JYaUyr9f*Mh<#8z4vCi
zM;O%kg=H(2QN;MXbgrMb?hcyC$Z2;38+g4xi|GY1xuBx=ieC0)-iS>1L6?wIk7=6I
zJCTrC3LixCh=1@~hw6j!M}xFTHo+bp&Z=%yJE_`77CqSu;c@40Y&Iu6iGR0#s6;lc
z@vf83RX2a|ogrzim8;b?Z>LjG6N?XvKtW&Rwe?`>bc;-va{QUveAEnwU;f(w9057a
zw#f@>#(w1%G%2+{%AyYLvLTN!MbQXN<Vqq-N2Zb`xR+pbUt(e}`3QqV5H-B-W_b=$
zH~fQNro5xOlkeh28_x~4SST9$LRq5h{hXWUAUto+1r?4AVGPyt{bf|}yUr|j?~bKa
zb0%Ra(}TGn`M_<c;MJnC1f4H^Gn*IFv!P>f*_oG%uHgRK4t;QOp6mJQc>a>qWh+Pq
z%p{gO;l<cNT`%ljy+CHsI=;&-1cg|YkH`+EXLxD)i74q~eR_v>mK!{U?q|^E5GjMi
zgi4&)Y9Uh14ZiL?w=8O;-|ST(gM@<CSz@Cgf2NNWjuV(w*=lje11cpvc(L;(pZ>}@
zxSU#4T8L10av^-CByncX2L<gyEz-!*!2qik&BSxT9&5W8Qbv)Pi4~-*JLWwVt8*5H
zp5I<;vGlT~({-Dilai;Is>tUHH52Es4k6<$c9l)=SZYb~TMUa=!2fV&q|4qk3oU1C
zV3DS)Tm~t?lClKZ=)*MxmrkD_Kp0D_y_{04N{YZh?RJW2n;`OKrdBu+P$Juj@o~r@
zaB-+*F~yU~G4pX1CvIsIcI^K+#k#!-WpC1N>|=c1qr|Im5~GAgCNVk~7XbvlpIr~r
z3Noc4mD=6>6`b`@-qtphm|@DzwUYOGL#;?ln<z~xm$zx?FcZRQ__>JA!p`;(v6sc&
z#fV))2$8Dk(gBXE7X+$i<Lf$e{-XNat=S>6HpqsaOJPu=QEqFrq$&%qB=z%958vkH
ziG!>=PHhi98#~i=Oq1|tO2rw~S7{;k*rGCi(l3Yl^LcMH>|5(hDqBjN(M=2A#^Dg9
zL3SQw;rNexnMaML@?R)qWl~Ij9$bUsN_rKBGn9gYkG;N}BBQM4+l&7ugewD~xr$cL
z_#mA|WATl>_w9p6-~dSHZl8oAbY(M_;*#(%aglo<2%_ECvR-GCelh#X=oPq*SEM_d
zW@N1ve2IGqmxu3HR{QXp2&?H}mDAjVo<fMXrLd4K>*KQcy`r0!?V0cOPMy((iyE{x
zH_G2Pp|^7h#E&n)cwII?7#|fL_25sos;TckxLL&($$Q2|$|Gpf1_ELB;MLoX9)k(2
zKYHwfh)}*SH`LfD;JV^jRAK7S5{rg;x6}Iqsqg@P`t8Ge4z1OBlu%sw>pe-%DPp7b
zJ5b3R_Ip7s{P!F+n#7&(Kdf`0#6i(`cQ33i{Hz`orr96*T4-*FHJ6!inAc|q&-BmI
zzREs4K}FP%e@MX^+9AY}&6rvEe&XlhdF$QbA&OlYa}|RFTdc^D##MrJSo~^wWXw$K
zMy1y=#hTr}us&Iha6EggV33_>I!pJ!?xxg}5r;*oq*`y9V0sJdJrps)v=rCpr_Is_
zNK6brE=gRMvt%6NjtA0stf8egG(qHd!J(nCeOgZ!%@g{lZ$CqP`>rcWxFWypaO(4D
zE?VN%!8KIe8>W2vBrdAW!FiB52)=dz*SsNv#4R`9%y~^d&q-I1Zv5;x^B6cE`#|$C
zjhLe<G~r`<j83&F+V$)EJD@gd@trfNT4!Xq=rwhyS&{FS0ehO41^mYqJ_%nhrSU{O
zx(A(gnj9X(kHtx@JsqJ;L`p%Tdv$81E~-ARf`$`UPzB@NT$|2MUpDEH;)17C`G4eQ
zgV4}>!<2lM4$J|gI|v8l?{?I!xLS;g+)lA>b{x*W^siUZp>x$#!8-c;d!)*&r}HBo
zY3~*u(A)@=obYAoXjDQ`aidV`%V`dE8BkI)9QofY$Kl|!<>szWxg<|f)n}Y#;Iye$
zpr!F7RVI1CVyur#pG`?11<Wc>56B!Kh`f!T?yi`AQ0TLGO1($txTE0Hlh4-|nF*0!
zR@{!+DSL>{pP}2P3S?(V+FB!9FzA%IO2s*%+f*HyW=`}q!Dx+7HAa9GY??FA<?1u1
znzBI3?f%w;S6<i1hi0PLi!Z5^D34)tUDd&ZsgBL5&i$G?vFd~l=KVl}a86sUSUfOk
zV7`O9r%TRIgYxS{Xf!e}ids=ctCC34wCJR+C;3hgf)t`l5T=rQplI-WF?!E3=LDA5
zg$>>*zS@aK^edmSJMD-zFv6*TLYG4Co!UPb{x%K#<eBtRBfoW`c%-A9KJI<>Yx@57
zmp*-rQc8#z8SLWacS+x}eEOO6A)v|g=ta>enn%KGespV!Zk@CS<QaEw*4}nLhb9<W
zQJ%UzAFq7T;*}+(h@0G6b(jv3(prAyz6*^?N&~rl>fe-h^yX#TboA|yl%-{CZkx2?
zm*`R$qHd~rbhewaPVNR><NmHK5ci!?xneAU379Fp6OTfV^8b&suMDaqdcMTr;m*U|
zf<D~c-GaNjI|SF@?hXNhyZZ|kJh;0A5AMtFzgxTeVXL-wtET3|eCX=iw`ZpBz2}@p
z)r@>bYAV4Nhq5s}#$mIUu~Qb_SjdpqVN7@4{vOA8GGIEfk$;~zf+HaEfj_?TWqWa0
zC8X#?sylaMfdLwwk}Vm%gfQ}+U+|QzH_dCETb4KD4jXA-A>$9UV(q@Y;37@4$3kQ#
za7R{<ObX2}DS4*b;Wv}(2sK^t#|9cTqNlT{!$Ade<1e+Hq@)C45`26|03Q0@BNRha
zp87A|MV`3B(Z*D>D@g6pt|R8tVZrU$H-evR2MgdQ3(eG7`1Jua&TI$qno2@r*zt}I
zDZ96ngR_NBtpOZ_1={R%;)hJ&nC?o~I~Q$4z+QnMwbYu;?^^Twza<+knsGFYHeNvA
z{&AKBUAAnU^L|GZ98FN*K3;tk+{S<GViaXFm8i7wb6ag#tON@C-AQ}H%1x|%dzM%B
z!AQo8WtaB7Qz>3^E_i_f%!!XxbumSXwvj}5siEoJqnno2TMV!%EmoH<TUH|K1ODS_
zJIAx~`ub7Tedv6PzT(xE=HoK^z94nrl9xDgIAKAx_tu*!v&|mXx@6$wc0pPX1-M^6
zoO3rYSBiwBGKVz;U3`5#306~&xnq~qF9M(Nbv81Fos7oZSjKwuM~>#Rd)mTJ($i#M
z$jKM!Sk*2j9IiPpJ5;?N$y20dJ2u;5$nQHFM%WjWV07*gB~y<fN$}&0t9M*vca-*V
z#v7E){4@l~Gk!#sRGE(=a(E`@Ma$P8f{xLU6G%v`9Ge*EW=iC2h%<SIRPr8z-A;Kw
zpBiOvu4TNy+oW9G2C9k!h^cOFlmtvJniwFV#@yQbMBtwM>%T$em@`jK1M}>Rf+FJ#
z@5APLawI#w3qnZ;SNYiF<kG9F(&S{Xi>#u7c$LX(?rNm?#NM@=;ffZN`ddBE$)vbN
z+M`ZNxDQq{a77DtHH0N~@nLICT^rZ;D3^)eCvmiBkh&isx;V>+v1oJqpSoAey`dqg
zW(jHK@oe+S=e1Hiyk%0Of7x9u-gj)V_z}#{J9|Ors!QGnv%n$q=Wzf>>TMXXcNxg0
zn_eV8())OOG<0Dn3sM|6{a8P-G9r?mBr<x{Uv$fQ{_<0?j@x|l-W>sNM?U9Udci%3
z{9uelarpGJSR@$+<?)||iIapL!+%dkTV1rjH2cDS8o6%yr3|+ObXM&2DJBKB;oD15
zn$?#PW|?cwP`BRt|CqEqw}|#kMiz2|dV>L5n=@TO=A7}~K%%vxwAF60OnlvaQ^7=r
zU&{LM*=y;WMJp?9mRM5PSWI5%^D|Yub&4~Yo%QjhG-FvLBs`PS<bW{w6e?*_tgdg$
zu>3(S=M>PGLF~ZBKOG3J@Q$RG(%86odVnVBE^7h?Qcip=<}jVeGQ9I0!x~aAsnNV|
zNxWMSTQn!+4^VLzH~-Nw0KV_bGw~y~w&Z7U_w+{7&n~n!jvlB#W96>TUi|C$(nWSA
z#9U!;N{Cx~lZ9nY_jDtyZCcH8AQhjwkv?QGs85Xul$-K@mYSeM`?%ZOVVaev8*km$
zn%0e62|P81YXeTUTI%Jk9M<Cp%W$tDb5!969U2D}mMl{!fZ8KTfG3B#C0SCEixY<X
zhlD?lrB4QVeAx^hmFZvD5>4EU63@${_~m22iF-AH>xH(QKScYX8D42ezf#0p^IAPO
zEXi+nc?}EF*PPjrKNp2RsIkutvlLodnG-Z7-}y$0Ow68EHOhrOWH)L5o)aDT&E?D+
z{HNV7^zNC}89#-y-MT2pDN}CzdBXI`N)sE8!NdfI$Zb|~Szl>_;U*93*s9dRjc!@f
zFmSH%8{M|3;L9{Bc5W4w_MfkwLQktvk&!(GrlzzQDZRRE{&S=x^(=PI{&^_x?RGk5
zv(|Q@moQ{OQsU~E)-9p-Cw$ImI7KNg7!=L7WVN+Peg#3csCuG5bLukX@)SnG%Xhiq
zoWq7WuO?I|7_=oO{*i*VS#5QOdKei$-*VJYq~t0pXVh9=BO<@I;0L$Hk}S<r%<+4b
zPaT9I8|Ah01^hs6NHdIVXqDd)mXz~B^;v}xmo5i?oiWsjD<Q*(@o3Jo@HN@3)=stA
z!RM}7!RhU1={&z*&#V=Yk2A2tC-a6b8!7#RFLTiqv{pV&S-9)#5DJwmnl*YYF!sM(
zo6xzG4Hb~+->;e#Oi!2`q3dXzYRRV~8#MIuRVuy&>WWIUX&>uKWT<2|MO!-I82mdp
z^T&9FNDmd0zBp(zMrs}<Ij8BD!_htDW(`kwh6FKAnYd+Kb*)FO?Tf<SMFIV|^dhHV
zb$x8#t`uU(w4$B3B9tDk=d2=nKdxqS>lA9_=}xuogqwswT+b#y_>w=%;}tF8Aw=k*
z-kls9XTSxo?GDmb6f8=Mz=cgtP3F4%5sW{&ICD;x`#<bO2m<JzpexFf#7Q~swSQ9q
zly5ld^dIJN)2X-E0dxaJ8bbCLm;o7t4X9hZ!2xhH)b9{?U+kFXrPb-1GzDY@lWM;K
zRs%&eu;Q@#X-W;@dS$GM)1xNk4YvnDBEUrJJ&C4eGMq(gN~S&Ana66=8nrg?<5BWQ
zi#CnbTMWAp2n059i&K9za0Cx;!hu;;QT`~Z%FZl8dlsiV4*ej7W)vMBzz?1ww~-25
zLcM^rq96#vHN!aH{%*a*6Nc7q8`H0^p)sj|tf;LNBb3`SKRcsOY%b4tdI(hdo>w_M
z3BRkF6i1Gj(-pRLAf;OUIgiNH8|Xt_(>x-<<iwA}lPEI<<_Tg-)Oe7;A&;=WATvQ?
z8G&UaNGesy0*tY_zw|cmrFTe;SuJZ*-ep*A!0=b_EIxAJG^%3|(ny(!m#8nVQ@=8E
z_r^JB34m-fI7E)z_>LUHddx?%TZ7jrp;p5zU3l5)t?Z*{vh6VDA$)$acd#Woi7XA;
zO43B+)xMro^Y1k&7YG#y!h&y;2!ct)vAMheeZS+}8s6SGQdPXr2AoS&H&Lk5boK_&
zP4;1cw3&Z(tAEWyp}~X>>B3cjV71LA<$uJ%^dL9O^uvSJ5x{`u3TO>+(lLqP!N)(|
z!TGJYp>Y5DkMG>tz@r0EBx|800PDw|qnVM2=SU#_DvmC)mu`d>)7s{deGjWCOax>J
z8*)}C3l>vWs$0)KZ1+QFe;aS4fFg}4>r<gQ-VWJ4eYGA+cTx3Z=KwKCK(uh^QczmL
zzGONVq521B7EFNjl!U@CE@hlS=BNvRNy?d}Ks#2ld4R?i;yb2k+P_b&ErBgM^e3o2
zEWFuTNL_{(J8V$sY){`yC~#a<;tYGGtJjXn597P*kau~%5?P3i?9v{^KIEKnST}@`
z9G3{i$*z0^w$vm)4tX3Klh1L!kG~V;u&%{zA3xJii?Vb`BLR0c_T{V^J5f}d5<?{B
zNl$+pDaqmv*ATzhV@!Zb4c*!uy}nhj&?L#ZZrm$@<W=bQ0Yg9|2s<Qd{Br-|xwhr_
z_@}O?yYq~9u1H8Fr7reMs_e+%FcPJYG4^7(vYG9ZtIu|D5|)08=|yGm04cLQK1Wdg
zKaV9(P6p9s0k-zMQ>0$uN_B~ku0Ij8If)OLokS?6vo!NWB748TCc%UDD@C`-naEek
zY9nUa0989^-^m}m2YiI!leWmJ_rmy1`z!g-cg8cFZxH}b>WFD#Q1lLS(9Q<P8^a^~
zGi>-JxM7^z(8Qsf%~27-l5i{SK>!1&ixv|TEF3sgB}zb;^JJ*2<UVDdP%cB`_ZO7<
z%uSbSE3oydHFxmY7Bi}ng|`4`>Oh&lGU(l_TrgunBsWWDD4xa`%QVs)<SCvV^@8=p
z^=nFD6W(?ZQhh#EcKl?_PwPg;ASn|29Zo{S)Bhp#R!ac`jdVSlORekW%DS?-VVpv0
zXU>Kgkvurn(gD_BW>D8#w`*CV*{ljpx2#jv5m}M4QP}`Rre-_&TecG|T<t~+PTrqL
ztGz9VnA-^y;*s@Va$s<MNQ=KUcab*+oU?y15xiV~?YIrR=J@8vMe~Wg;SR;gLMs#{
zz{DhO$Ly~vnb=g{sVEA%i`AsmMI$22nyP_&UA!Ia_rp~>=H(0HxiM(;wn$MQbgMcj
zkne4WduKf}_Q(26!)^Di))_}?_sbpRC|QOi5L-5=5C*KNbQ<*)22jdzdMPVIR5!AZ
zGHM%4jS%-MBm7+n`r42nszrwywF{|6=6HmNF}CvN+Pn4%0FF;X-|}#0^hj|Uiw627
z3s;c3$e3cl6+nmrjH5y4BdotzMXP%raYElCX2l$yVQCCTw&j^NhHZ|gb4`rMo?1n>
z^C6cY9tv3pqwUVgR8V@XGjEG^;hB+RmY46pXL4OsuCyX>8xM);AzdaJMIr1BHW3rs
zby2_xr`A`n)@Epj4bY0HK(S3Vf=5qXv|zRLlH<+RB$oe1t!UG>0vm=AO#hxxG-23s
z_3Ad*xo>D76VTyu_D8;`?m%5|Z%c;0eeOW=(P+s8{!#+hLlO=#Hz0&6e?}yX#emyk
zwcj)Ra{x7c+yg!>H0ZjWX*j#^QUMm0@(gWs>T6=Sw%_sG57}!5<(s^TD_UW>3#Nrz
zVuVoM;3TkD@C~G;N2DElO^>&2;V5u<+6UiXcP;`MXWE$u3uWS=sf{mKv`w)M67yg%
zb&oNLpz#1e)+$Q}Y3wJ@#7sT{<?WtTK6Dh8?c!5Z%*LbNU$28bL~o?38(Qi9Ad9`A
z@)-bcj+lRiFxTphV-9VMQA1@sLf!vkF`;=m(&Ma+VWmsn69E9PIOStKp1vE0q;UP!
z*-SV=_v7Ua)!2V`k1{BZul~CG$!1$9gQOj?C2U)g`3Z?fS|K`}oli{c=6?(q&Nzr}
ziYgy#1CPrPfhr+C@r>{)X^VgMcRx4Z;c*&IA9v?qb9rmbk0sce31jh~=ZEE7P`U>D
z8W^SjFw1-$A~dh0c#xx;$bdbLI$~&zS!Id>nS2ulEF(||@wqK+_g596N#ycx8W@*S
zd<n4Rg{Yr$<*JrHn(A)&8z3Pc9HxhrlUvVhhNo9o%K()?90Yz0UpF{0f*>^09qwR9
zEP|fJY${fi+OK6cEjI8^Qo#;h?!tYR%<E3BaOUvR0rNBeVph;*D!_P>jPqaKh^Ksf
z^2g2>Jq1Z*oK8WQzEXK<J>%gA0fqDQX!)^no9n7ioCSYman1Nh>2Zb{#LE=o1rQ&N
zRKrOUfn5L(=)B$^R4D7&$exyiomZk01j`yAYm#=(=u>Q7X={DxXGv89z6~ALI-_cO
z81S)$w6UTj7$P(p>R6;Xraxgtq4fnAw5K*sv_Ew6b=N@@)g28l8nV?o*3JDJYxE*5
zw6bkuyG2sRszLxX6`g*`lLQ>quxy9l+}0xo=H7bxbm}0WV&xstG9*TZBlpd3p_U$U
zm?EP;q>0$(A11`WHHBvge^g`H@`e1loC;|n0cuj2TvI{%^tN&+ntKasQOEaB!*HSD
z1)(SI=SakyLBOuw#4gIWxKdP^SU0`aF=hB-L1hQgfqVPLskwNr4D7;Eu3QXO#OKyg
zb@kLu9vjWJ$ZM(A(v<tybvVn?m12p9GY>Jlq0K~Q^j!Q-UwK7E6gxBjZtaWsTW-|1
zs3_GYCH&kVHb1Jy)9<?A8$kVwwDb>XDZl3Sj6$xiwLIm95@(a>4GCTK=61oQbD8A_
zR0%aWis9pJ(iI|W1qm=u#xfl@an!xFJQtq9^pH;iusJ7{7^Kag^rsyXhWX)$1Nvqy
zql<Q!k$`El_%xPdi*30$OmF!7S3i6+Mg|sQ{ozfT2P4aJk@-03!G+Yv-Ylxb=U4}E
z`T<eT<-9LW@!mx=%TN;6T$YWgWB8oyex~-GD(#TV`G3+WGCSFk!|(I%NBE<o6Y&^9
zN?poqfosLnTfC<88qd^K?U%Y~CrGJOitSWz;hg=x6Yj)u+|V|5Pr0(|e9rfAF2_2j
z&#o~C-uRYKGVJuD4EQfRD<-98j{<UV-FFE4mmDP`qhA`iWaRwuNg|^fE{q(-s@gbz
z27V4)t4ZEdNu*}McF0kt3neGOKV&jO7FOGC)NMt4o^P!&AjaZ|K>qlJXB*{@0^&cp
z;ki<{iLI07yHTpmuKjLMG+u%uLLWr5%a4+!Nm&R@$L*+w#@7Tnvf-RMwsxm}S2;&+
zRp=~KR_9RQwH$jl^(aQD<c{y}ayJmjI9pcKP}bVtGUg|M076VYd%DeRQZjZG2k(27
z>Z2K+w9&?J#cotXpZ|e~4=?2GD#0(7@~{`bD37Q=P9cI4)+S#$Clg>;i(9^P3NhHv
zGb1Uy!UWCzmz$^<^XT>pl5qsGCDyENWBG&81zzCrhrOulymbR0FqaZcw^cyL4<aer
zes_a*;WcGasF%#+hWB~Fu9=k>wle#ojGSsYH+Ym5yRoj|$^dZVygrqrO&onSb}TEe
zqU%N{=>=kx{P>OK<79UAA7kW{w1t`<!IRn=F-!xmt6YwPsP`fv78#*qz7yt+Qdo?T
z7PL+4?hE5s&}CW8S3cBc!VnAX2l-Vq-B>kG`>=g;DQ_sHV0K29cJ5*2p4;%E+1xQQ
zFrCo~9SexWj$S&)KhXm6AuYw4$6aRNu~OE54C%%Gw_hY<)^Bf9<GB5_SmLkne+ghe
zIl;jMoTez+yfle%V_&hk8oLpsxulYgXtg$(EBM8uRC|Txn3Y6yKIk(#^X%!lu`+m+
zBmH-S88JUUvez9BJ$IocnW)`lKGeb2V}2Yrzep5Q`=V*EFjGo-e3*05DTf%n9$-<)
zX}wKTFZ<{yLFsP}*oIpG1At{`2QC^eR2y7$4}T^UCUoRZ9f^;S!&i>@9&RMH;A97>
zLe)rcF9qY&u&7~w5f$j?gU^sp^;<Np)YCXU8=qiFJJ6fZDtNe1U&bGide+k80@A7A
ze&!|`SrNL83!95fVGP`6m551rPiZK!=eFeE!OxOdA;Uj}RpK9*qz}$~I;Cm`H^N*B
z!^m>ac0p5LV^8SV7{@>bb74|6{DgOkB}dk;0i@Ih!&yUnjUh2PPJi{sU!1yz>ISv8
z>k)6tqc>=Z#QwYY0EiyJ%rIN%M5~JG$A`e?t$2^oWFP_f2EiSPx_;;e4lb^i$@+>=
zT2>94E9K+S1qCO{Q5e4D4L>t#)?I^{#bsjenKBN@hTp2jR`oLb{vc0fg!oO)nnQMs
zk@FY3^ko;j{G_JStsK2bG-HR#Nwe#>clGpe>soGEuOr8862n@B1p|R!yhdP&zFK*k
z+W(<FOEr-fwbtZPdLdGmw-?O(L+l_3FUrwwgbm(9S=VKDrNHpNnuV?zD&`iNdCpG5
zVb{|EvH3Fk)p;;_@m7175iXM|>t~WRE0-g!g%a4M$we*y;$K~Z6_;hvBV-N-)geR|
zEnQXv_&~07o83eTxW<Dbk3<;)mtsf9WEt-HlTd37VKD_Uu^L4_I+FIYtfDOgwIO3x
zMn9lT!z^!yD}J)K#zYrwbu{vM=R)XOFLu#=z-;dSfwPJ=zP_h$j-bxigvy6cs;&CP
zo3h<FLy@c(-K8aV57$7^hg&X%xv$r_lWM=6tI!&3-n|p$h_#3l1&{R7h7{f4y^7Pp
z&qP-Nz`+o&V==<lFx_9DK4=m>EK}roxB3ISo|HZckGN=thzzYq@;&Cen*Vo9Kep|C
zir_e#Jw>Huk<?=dMf&TLvU^W*kXYc{?+pu4u>)8T==MM_geMi-f_ElF$=u%(>w)&n
zj(<InM3G{j#u1BeH99|zyVGv0^{yCqY4We+>zJhTZ~i{ne0z7V&XJgwKvV}j46}D-
zd{-~+nJa7IPlH)EL!na0Yrd;0dRC<!J)*35n4hFDuDHfws}`o|D0P3+6fD7TICBSL
z5Lt|Dz7=Ks#GkVs+kZhZJ<*?am|igcnUX6;!8g54W(q0mU7L<BhA291dKx%88x6Q%
zEQmA>3@bU*;UitdYQ@l*)M|=oo^Tr4_-rjoGYlt9Od*H8_|g5jA*>~OYQDJ&{Buvt
z=$5=^PY?)kdVE7?Ktl3Pj@I<JuJsZP5hR7Oht+kONI%AeE^U>Uh2Mxpe5lZfA{8?n
zSBk&~M47M-rl;?u)eeVlUj2$}mlz`78JD`pVgQZ~bBIL!9_@00npyGvs_wJ0ZP)Z=
z+H*DLg=|jInSDhRQU@s^CMe1>BPO`@<(xCAQW1Pf5+LE~ulrQmY?DnM$pNGA)ZI!H
z`~QxgQld3o2cRN@zVsf`(nvYloGkPnK`F(miW9(qjhO~yjZ3=xOd&w@e0h)44b#ck
zQu%Uhzjt82a08q|M^wM5LPI6_wq8~$S()lrq;?gUi}(s(tEi3d&bLDFiy;*&7K@*1
z^Uscgt1F>@6#P~hl$_JOnc(1{Cg$4oR2bQu(LEMs+FsA@mQLZX&8yLb{j13iK9Rja
zK~GX!$)5o@f0c=C=TE{rTQ~1T0?En0L`1+R13l%;9W<e}j!x;e4!@XM6M%(&V@`Sc
z8=ST8b9Zu=e9fa~_8^9`YYIDKu%#^WrXaaUu%2DXVxSssbM;D6cx*M8ro_W2xmDTv
z^9DT#D12i$rEU~W#5!9uLFYDrwbFK-lFp1u$r)r@=SYQfRE*e<qaE8D;FXYaCQ4R?
zccV#ykr#t6559@X9?SPJ%q-ZNjUMO&J#*i`_h<2^UhY>0N2}`kp3iqWKvGBzK`{?d
ztg_fo@7<@FV?nd68ZvI0*zey57j|=3Gkr%hKYBHgsuxJ<g1^TRH4!^%Is%~C98G!B
z9<`fYALpFI16aHXDQ|8)I=ZB#+zl1_^E_KpN9f;zxdPpwqM~(DM5h$&87=p4@N}_U
zEeTagaaR;imTxu^nI{Mfn5MF*M%yHiwW4!nUwLIm^~*|pOh~*9wpLE$V&#4G4lamv
z8jdbA@x@G2(+{QWk52<lmq#da>hbrJ;Umi^kvJ?-nz7>6J3Q&EFymOpTqfxbFa+eV
z9woCZ362h8MWxMm_47bvf#t!KlvY-ziq259n6jOr<+T}z(ZLbPVKcK{VgfDlnJh&+
zR9X_T=NNf;apwUfa&wERH*1lP?d{~J7LIy}f5x(vqzM2C`Yagv^UMO-dCDZywDxki
zOVmG3j93mm4f~jB;5dYau*%0am=OD$Q~0T(Tm&h0hq;B%uNXkpP1hkx1jOl%`{`4O
z;j6{re0&6?Dv)S4BPN(CnG5bMq3vKB%TAcZ!VU^D)%q-x%YzgGnG%$CBJ?L=gRX(O
z-RCuCr&txUzz%*%3<P=z66I@^#<z0>Ty8$B@t5cGmTNdBZ3FnwEGBS*#omPc&YV#9
z+J-`W$Nq+{K6oK41EN^IA}h)g%kGDJfP?WCDf^4z5g7%Xompz%T$R$yEiCP`LkbmK
zOmCTGAjS|Mp(2X{k6k%{zp{mCii<`E89AJI%dCD0dy$U9s{d4mg63Vrvpt+dQRZyc
z^x>gSY5(vu1d6e}oGz|jks*nCsoQ+1&d2M9SQiOJ`wtui^k_c3C8HMw0s(FO_zqW&
zUOeByGydaPLhKwulcPb4G09AltW;9*c8AIVQpy>m?Y`g3!~dwvt$5Q;s~LdEK7R6>
zN=W#p<nXROm<Qg08SuqX@m*IQDfvo!vfBA_#u`<2xV+2HWs2F?!s%02WzKpO19|_>
z40J3>qNDH4#}~ZUts4|^*gJL8aHcx9cRI-zJJrPrGY;&aF-50gFYvYRt-_Azi}_)m
z8xY05X4)rx!dS><Ug&w6GQj-KYDgS-;rQ7zoy73;+}C|=6Fn~K3P=Nldq3YxpF0!#
zgVQ=3qcLWiFNa0lIv&8@MFHqmhN~w6MD|C@Bh7g7m!5c!BIm{33eNbnW<xvf7m1$7
z!Us2OpS7b-+@`;!-;pA&5}3>>_MY@Im(xGr#BQ@yTumJCIVInmjx1CCo>qYkQ~(Td
zet<_olDYEWru^>vVRX{8lcp6bsF@XqQFm)?yylj3O>bx1#Br9+*H(<3fC@M8b#g(E
z+o_XQYB2n0VJu3|d@=8@yE1Zr9AO9kTQ}Ko88zvSOYyQo<MqIj0Fm58^MD7PC<zJ=
zAGlDRWk5xZfp4%Uj%ac!+SFZ$9dp6>bFKc(o|qr0W6Y#rUS-Z}O}KXa?SO#*r@Z_w
zjYQ7d-;J(e<<HVEi_!l5YobUy<iX`WH*^O<0jj9)Bc@6GBWpuOitx`-^5q6F@zTme
zLJB|s!{+{u0`k@HvghtD@g>wHs(MQid>0Mew$#NhG36*1dWO$K|AL0i2->s>vZ)FV
z@tZlH&Q+-&Rj2|6)OrcV3I=+=FF9@Z^bWDOYK{YsZ3}WJ+IvB(cC8i7$B^-)c72DA
zbmZ;4+(J8RSNXkM7dmJeR)aiU8&vuwBbR)5)lF`j=cp4%IkLywyU1!-ypn%V7b8}0
zU<_-qSl*|n5^t`#4Yps0+tWXcTmui<kQ@)35{@H)ii&!|fEB+0D>JdJi|E<RJI;yy
zu`clJJ4p&g`6|_g?T({YVT<d*%p&DGBp)MIK|IU~91BL8?r^??)Ax3q>0&}t|G?wH
zNY}uPHmu&2Ko37|aMTCPwl%o7m%;1y{JBMyAN7KvZQ)v!!(5|y@_>~YSN)VoBD8BG
zIw^aEOC-cv-<yO(L@6M_WM;FhrRksDy%fhUH|L#jW4aF2Y*rPYqa}Kx>+;|7ej><0
zH5gi`2ARUMOdu|Ez&#}IL2_Ug%m}>vnI|5x<32>!#?z$a;4z<J_tPwvY<cz+mYTa_
zY)2&9kF%r~yIx`t4OeKJ=;!_yc$2{mOW2V9Gbb&6A@O;%Vm99Yhzk=|8ApoVxG2<R
zvQlm&(5oH24~hFdGo~ay>#NGF_2=Wo!1U<u=4Cf;J09pJ&(Qak7|*cSbZCWe>oyU{
zxZ6h3(NXidPEBj-pDo$=OB@NC@fSAZx!um3kKDPZRn-FEA=tbP!K=&csKV!HWm#P7
z{yfKPJqyRtA@+P}@h3Y*!3@iZv5j){^;lm*ebl9!o0HXtysxR(GR*)Fe|(IU^d2kk
z#7#bvA@W)G8ZlwEZu2_cdMLTyDDe*q2h+*-%jwGvUl_3vykszs`%g7;Y3r@2sKDN>
z2dB^Ig_V5Ees)h+X6^<nVIa;psxijqpLue-E;xgUndV*R-<>wxo(OBt^9Wrff&w4H
zfG@3=>&4l)0RutM(0vc7K!lN%cp&D=<Hm2J(>mTf6Y#mGGH&f{>gxGs?BIodiybV|
zcfyCuEg!RqNxhLg;d2?Zh~y}tyl+gdfkizC*9S|rmp8dUh`so@l_t(o`hba9@g4lV
z7-8W`tP4*o=j_&6&#n>FEPb|v368hBy=z59>4#Xz#OI2OO`zMfQH81z?)&fneR=KH
zzYyRhG2xKe^x}^kt>N`oA+NxljwT~vbsv!D)md3adT)b(@Pj=fLV0b#CAh5VkGwnH
z4*~UV*Q4;OiK=U};d=LFU-MW5zfz%}@`PqDPj12&DKGM8c|d38`|ZtdLKvaj@KKZn
zU?YGHqD?2h>%n-M&sm(0R&9NTqSo%-#|?C_#y7NR42;>nf2n*Z03x{gv(*8YA#T&y
zCs8QBQb)OeV%b2)h~$nVmR}cIIvCa(j3mn>F29AHkgX7JbAicR5vkWc@2^wzZ(lWG
z086bzvCaqKyPH5QM^0kFHiHY6Q`DiS_Z_E8r0Z<pM^b4J6{x!j)Vhh-;pyVyq>NIh
zpmEIYPlPd7Dq?!p<LY2=hSJejz)xUi+sl77IZJbZOs#bvVNdA2-Dvxj4nkc#fytq-
zgWJ$^&uw$FB(KZ#<!;K%%}E{Edds=<Ers%C-`5O$dG2=mypYB{&mE2lvK&!%x#{C2
zXl(H_eViRe=y<y9h_-?^RM&F+LWpxT?O~6w@iI0U2%ihobNc2gbP;wjap2?np<H!L
zzkBx*^CSGCtC7WAf-EBW5p?5tA;5mM3+o}|t7qE3mVs!Mx4y}7n8Kh1Het0vbQh2P
zu<vm_5Z0r79^uUA_bA~e4fP!%>%IBcNg8;@<Mwp^_yKl`6TXN5&N;=Bwvsq}Cv|Ij
z8~ha?9KBQah1{3=@LOO<gUf1XDE#!@Qk#`wSBuk@=FG#0N&9J}pmd%76O4pTj^lZc
zXGc%ZR!3UQbS@&=)*?R314}JMMdoU`a>4p1n*BY4#mMo}@6MS2#f{&uE}=6>@Ba#z
z{_mjbHp+M5a<Pfp{}ZF^Q_k{#Yk2p+1JM76<mmqs0G%Dg{YfzU9{_X^*Z%^bfA)p@
zzXQ<y{52L@KG0<pV2ah!u)<GZ4_B#R-2FAgjoH|p)$)U>?&mT`3(4_aCxU4(G6BKp
z2uqo*60&piDkQ{dk%i4I8g!NOA(|K%wUT6-ByEM-%=$ZcPr>i+k9lvKR+h<G<}|#}
zxpy{Ni@bhEFjh4yFMf-5gvfj+r724PKR5R`m4Z+1MDJU1i5Ye$^*!ztC7)7<SJmPN
zYo2fX^9TwM7`S%sh5Wpk=d~fIEz^FK?{`7W=6<ZQ_X!Pi8m!-W__B*|U>HJ{`HAXy
z3ApMJjg}pwR4?9pwthofqL(1x<U4$apV;zq4jXfy78fUt|F$2QAe7EW<8a0k^D8;O
zw%+A?Dh-uh99PMPEeAB$ruz%bb%Qi}0Ef%m{+K#uSmhrYE2V;@v<;)v4`5!W#5Y$O
zVaJ#2z}K}23~`coSx2eAL(0bAUd(KU7}M9g8*pQortKT{k1U|*v1G<AOgB@Sh?>f+
zgznr$2miRavLoK5k?&TH@-A_i+YVxj(xvCqj~(`25X;$wY<yA1q>i-4qOJlNrBd~$
zwup9cPs1@!7N;^#DYJewH#4%BteUUI9`n?Eh<p4KKUiU>QBtDIxv_6B8{qk!*&V)j
z(dD$xBRO)i$CrVN;?_YOvtW=^%1W1YCIU6llDY0ityfK9d?BZIEk2Y!D(_a6o@Vz(
zT7y+2wBSa|ltHVkmn1X;CHwSUSP!ckMT99wA(?uCNsO>x0qTLu`vhvDH1<d5Oi$We
zAnG&&kk3Ub-VuR7-De9w`p<Yev$COa(cj4Z)XPhEc$IV5<XIYMONI2<U&F{`D<FA}
zFMh#_VHw|3wNt{Vo$Izc#`&cczODWs4AGpY<ug+{|1-^^^!rD)6_;_t#s&t$Z76{J
zy$OI0Skz(sMZ`)J<3eE;ZH)Mg;(lo*T##|4?<!2pbkB@qQKQXwiC3j|`c_FQcXu-Z
znE~<YNVnrP<o|qLkib&ImMFo4n3<VCEuh??5Dv{=;M$YOYUR5_S0kL66XxhagUaOR
z@~hfjIQyt{_xqWM3WS_6ktT!)8AL>K4hS#xOr#NOOd|7`;s%V!w;fNc$AD&#RKri`
zm-!s8ugx`rTd-02oaBD_XzT#d4ISke0<(cmjA@*C!B*)^5gLU~+$rIT_KCHtNyD=|
zu8S9x;$`?D@b;Q;%D*6xQeAd8a1QG!8^+LuZ!E|j5@6oa7CnYdA(xqD5kfKPt|fwu
zs=?UJQfF`4ii$O)bU=@lfy{It@sTH2g$EY{FryzFni`bEzVZRFu_PICIrsfG-uu^O
zODlD1i7xfU%aS>(X%Ij4Fe{a>9aP~Z9_=4$5e**!Lu(2~xDZu9&`wccE&8fSDdkPC
z#I{Q6{MN|WP_S6Ajw03%K|=KREcrR<_NFWJ2BU*&7d31K%~X&k3#eUsJd-C;W(h?|
z&JLoZ*9rK_XTN&>yZQaKHc)OXx6?noi6Pr6ncc}^CO|BSwL%&`+($F$xq9AgG?QCN
z!-(rE*@;$bS9wpVI2fJoZ`neN$F#fjTU34zcV-V6KI7kIS+YHcLi`f(eG2nfQ|Wdq
z5qE8UaVm~4;%Awn5T)(5Q>h2+?jxdY6#{l912@+jGXg0DanrEj0CLROvdo#`9pRAY
ze;uQZ_-0}Pb@7pLkC0{ywO|{08cDl1AH%@;Wc}9Wj@p;M(sO$_;|ZKtG(1G{<@suv
zq$f*a?{b%Ieg3Mp$+8f<EyEFeW5ytn9g8aMa#nogQOodwcJ?<Emh@VI?bc)y<>`eR
zl}<6<lyNbAsKjQ?UaR%?@^I4i4#$n>yVJ#uCupOSfrF6WN+9x3_py1i%zbz)xp{sW
zcpy<&Ef|rD1)pO0_9cDUwfWt+4)4nrtNERim?2c+ZH~#!h$6|!Nh)so>UB&If?z~H
zRUs{UFQ!OkkUrZX`WOT_P(_RdgTjMM4d92%P_D4p7DiU_A+MgH`xXJ!MO|ZP?ZX>{
zlBxj34}pqF9vLJvG(6*AtzjZ|Mj-Q}D-w$ArXe(VOSK(EDy*+arYVw%w6ZInue=yX
z-6()Z;cuilQw^FqbZD}@57+lYdmyn=VLxlST<kBzn0mk2tyFCoYW8c9S`jLX{)T|>
zsK|Up?;Yv|ib!jiLDp}%B3xJd-n*ybMmmg&#amC;w`HJ$;mn(pGPdo+O5vnV6dXEP
z;wVdk7&v8FZwuRqeEaPJDMc2)7XFL=sj|oJk07pkRS|-%=3e&=%LFTVo60{;Pn=Qk
zUvg9%$p$@`aTzVA#NaUK-}i{3aOQPJ114KCN8)$4%`be=kXhsxYx*;usit%07otQ|
z=G4`TP$q`C>OEqu)_fDn=T8{#)*Db(`;Etvb(4(Sc#LW25pki7WmHLFA{4Pv<zP8H
z6->-J>5^4d!)ZZEr5#bnb8mk!Bjb_g=dB#if7_U7370lQ8AB5q;Vu6)`g={MHAvX9
zwqvLQ7259_3U!g%_Kk=+SrkGC##-q=SLJ8dyers#d323oOaz)0^8>b}Oi1Rj)Lnw;
zK84&i?Id$-pJebBYC)@L8<f-md-|)XDjFkX)OZle#HNgcvER*aYvRWZ2OyRy+Lm?@
zj4YIiJ&EYI2BHZD$mF=lfF}e=F)q^7szmu%fP**UYn<t}26(#ZSDjI9A3f&ZHh&x6
z=?YT0K2ktBBw9l-w-xI2KkwYKGM$H4$RMbC)EQ%tHhgw$7TI_E6xA<9R6oVQsAj}d
zAcYKi)>2UmyGego)M8}tlmC@YvFZs;5NOuOttP-RYmqcSLS?>qH8x)tst{%q$<pbz
zzNfzf=6(5E8UYboAu5T`6&Dw1(jv>Y+(NDEAa<&>-n?plW$HUU1zS+#=+p2_0>;z$
zISPRml$>gymQ&G3x0y|zptolBH}W>!6dH<*1dZ-?TnTa)DhQC|m3UHJJXgCdQ7D~~
zGxBnbS${hK*w4=%@H=r_pi9=*5JSLLz=-_RuB(BLqxZYZeI(I`szC7;FehGa8B-S~
zM9`r=K7cS2tM8WABm%)@pl}xA>I_3$w?w{(3w5WaTtUbP50+eEPRb8Mb6r51v&r%O
zloeAOEWmBGu7N|ToCZ_N3jPe}#4{#TdGGVHJ2|b{_8p~xKx`#bus&?akK=oF#gJ$=
zfv0ezZuE=(``e!nwo(7W=clSWeSiDS^D4fsofx}oI+MaFX!2!QWF%lvmd$lPnlUK0
z_X2`=^^auT`hY*PwXt$Ix@w-+sI8{j5q<xRs3u^u2Z4oQ1Ukx^>-}&3k>eCqik{m+
zY`&&&X&clp6owq8<QP#tH62q<$YU!uPIX~&Bn)=A2D6AS6$)9_Fb}b^KOwP(@Fsa0
z89M{?H7i<#I0}2Kmf}vXsmWvrRal9dAvNsx2d@+xAdeYgj_cLLj7idgAbK1_T#XQ2
zZ0EWlHV)WVf_4QKGPL?RALo8Kk{OOk&p$p1(&Nfj58cn9Ye;gb4rDr*gkW=qV{S<G
z$r>`E*kZwBhrWSj<cooBakZjMYpQSd_Kj?-WQ{!{VrczY-$lk@6Q;`v;fW?Wlj)=T
z{H=A3YSQMa+)uGM<2SXT3OSCVkCjf+O0{)$<_f1^Cdx!m#lcSktj&;Z<Xs9xTrwya
zlaF)5f-LGN7&@aXmOA>ZYIZ%h6fM<;muEP4;=a~kzHq||)#ZYZ>iVvW-Lkd=;e(Xz
z+EiV2vEKb-6vy5PJc3ZReVVDtQC%Gj`VAhL1C87fTuibtYO)#RyadbCVg)z|cEud`
zKiJh$EIzG5bm!sfx?NVTR-EOz1tY1!+c{~GKAsSSkU1-{L%-1lsDLLygm8!{1J-OE
zFp%Z~SxO+TD&`_{vAI>P{9f5jw8s6d+uG-()O~`>EjWD|H7{i9OazhBShXDyNROLf
zNNL!g8gPukGR&^ZrpcsmN4yejWtAd=9qw{1i+@j0d@C7y@HnSS&-!A|3on37i)`W{
zzgV+!HOPh_n?1$x#Cq2is7jo^Hje)eVo-S`5|5@LEgp+`k`GT)=m8jF(lTFK9%zrM
zNr`=n?6KC)<WA{phRhw^1tU-T@FF?b3Y&nAB+VZa8lG;s*}h2?;5fRQYv=QpHauiN
zD4@O12W~XrSYRB+ECcAw`laWPCX2!3-2HPljbth9>jUGWz`GrYMx9^V5WiATbp&no
zwNDZLL~d9ue70TW&-n%qQ^bywhFF`g;7D)O%(0A%DM<DU?WO4>TfH%lok|-5-(%O=
zC!~TL#e=Xj+h&g-ng*xw8M|%{d$3&}oF%0GV@U~Zy8JDy{uess85@vGNfYg{36hUi
z9zCr2>J|D`^~p^+?$Tq@ZO$m}-Cl%aXB>0PVsLTBoTAr2!w{+oNu>qA0sIcLfIJ}j
zDSuB90jpX-^|O#PG#S$yJ9iMIetvH9)NU|nNacOHUVt*=ml7sBxLp7GEl?x>Y00-{
z9_?hOdrSBA0+tGdzK}^*<%VgnnR88J5}_oLWh|%>Fscij(={I@u$57j?aiD>Fonn(
z7?R?V{Dr$j6S;RoLT<kS9}uz*s4%<w;J&E-hWG04l(eRyk9tv-%7h<!2(c>Ebn8@h
z$uLNm()R%=3=&A?<<LW#bW_Vyn4e}fA^8>f({mwq#oC-V-S^G4a=t%26#tzN><8sw
z>qPlsj)QDrKa=V#kupN}sjtvCAaaNH{t;GR1ANt|2G?OE_xGT=hOxDxf)V;2UNxgs
zo2l*fekmg()o2^l6+M%a(oNsJI3lQ!I*LabArY%Ujn-7c?WY+p6~tmt4*JgQa7S4p
zvn>@|Qg6);$C8XIUYks_WZ^_8ud_)sgrF^O8Doz-!3rM%oE-6N2YUMO!_+LH8wMlu
zy^98nGwHimA`5`1*?w9jQlG{4S3m!65)>ORI+(@-3Wxj?DzxFUU*<=?C+M&cXlo2Y
zjnV}6*RRmdR9j-Dmxk?$e?DhaU4xLRgcgnrT?lOVMOIn4g3f=4*n+01pp6LTN=>t_
z3ZPrKe5y)7(NJL_u3~g4s$lWvWd&7BH=@`;;5XhPdMId91)E@7!zGxCT2%2pu7e1B
zsTfIyxMA_;E}cb_(h4q-oOTP=c3@Ztms!Xffj<zP-s1{@d`t}TOWptxwSNi)J!F7`
zXVDp{=eb>oMwyvh91kY;D*hQVt>RpTjR<g$HFT}S@)>d`<_-S4I(yDKNUyn+4m|zJ
zbg;oH|A<ii(e?!bbmUp6)`b3n@W`tvV?@(Ee2Kwom_`M`)2Rjt;e`NyxlJ3P@Fx4-
zei(6O8vy?XFtdSlVLa!87Tt!?6`7!H<3qfV^S4zs<;AWX*VwO0{wnf^R8NpYf}__h
z$>s5->X~kPhI3x!@om-j(U8^LQs8lgc5(mNo3;s(Rl2BVkUabWXOoR6Q{NAG25J7u
z2le@6pj#ymrTu+#JPuj`Q^=7HTm)2sQUZLA2&wnEQg1At70VSBO*pewWRm4aduVP6
z$ID70Vh6W^)T>>I^XCA1|I~m&Pl+<D;g>orHHL(cpY?U8k@pLr;|CjK5i%{LuHxo5
zD+D?bL$YH5SJkn&q+kk*8Tv_c#7VWG6m~wVDK@6iDE5@!4@fML=Ptj~Cq7R+6$sev
zgEI=ydCn1Kz{?Dt$am+g4R~;Ps2t^u5Ns&8;&|lo#I#qNqWf5kDwCg!p(*VlY!o+S
zBqO&DVMmmuKhFw&Ah!90QY$SzM#BKHOgV&fSA8*r^jH0?RFpN_Y@0(~8)paT&kaZb
zbFIP;?SviSzjCSU{yWC3XLn%d6A`=4Z<Rk(p`6CD9%_FnpLs)hSpw{|5SU?)f&OZF
z9~qUN$m!crAO`BO1G$vR?dzL`gYkj-V0Fht`w$*pCbjv5fccGs16mj(YiX3xyCL}X
zV5dNu@%OaEBc-X-GMYXAEUu<>lP%G?CUlZ8ZUhc`iD1i_@<LR!LVC^{$pc8s06BEV
zz`M94llFOBjBG2lxBP+|Aqq|G@8hB}{dnhZ=m6Y8b5UJTEY$b0zn}f7SGcR>;tiTD
z@uf%^vcF0n!47SXFX(>TDXd<NS0<j5k;DA@6oy>}`Np$O0rz-9v;Vium_!pfG{k(q
zM@0itXgnK8RH~c~q=BIxah7vF^L&yz_7<e#7328NpXW8>nFtG;Sc-=+D>YPu+44jX
zb8FCf(^S`8MqcR(x41qVxvBxEPqQe~{w2JfT$Y?76O*xvMcocILMgn?622;XGbP*L
zX5n+4Mk(rDY*5R(1y9ka;>sL_+VpJh83yQuuTspvwF#V@k^`h49DOzXIFJ@kp_IDG
z)!+~LJcZ~v?LY^KI8yH~C>@55w|fbmX)u-Si~EYX3Uy11Zc{Nf+@#Ew<!-@RHm4~e
z?yBPg6;E8!Jk!)Pr6cBgN*}w0)k#$$ZE%McP=|O5qBRp6;}>Ba`3po49(=H5g(OO7
zo`XULCV|S?bPUEP-vctWjxhUi;X@H%o>Hj4Dm|4|PASvC=WqPJT{oS)JJ<648MNH*
ztjll8q+$cHlu4BchFYwJqZGB!z<pX5ty9CaVFi2i);F*ZCnKEkd>7z}IurX;IHgKB
zx*SRtnC*xAYsB#FC2^qMUh8D-Zev#0%4fvjM|vg30g0&^firedPoWMQ%`W9x^)V3B
zbDS9YZLl}=sX8AR8CB!zh;n9@2_8wZKa;?sL?#OrPaW8sw3nle)%fD}Kwt|!f)?JG
zu`gydActQA-F1)eS<MX;N)}+i^N@BhX$kIVMVM(bvY8`^0L1jXpkk6~#WJ7P?}whk
zCDqP<;sAHSP^UVh#iQeUgfM|S7DmHe<Ss;hcM<(^RsTw{smy(HVFBJO%Z9eBvEF~0
zycpV-eZkKAoI{%h83El(#>;P>C&}IiTFKJD)>PC$JEq+C;kmgL_!&iWXm7Us0UFP|
zbZ*Jm&shn+5jvRWPggVfUT9z9Lss}6T7%%47xj#~8z$V2nmC6I820UeXhf0D$vM_q
zQ)LGz1HeJzm^}1p@++ui3Ak{r!D0!2m~efIktFP)FMBLm+XYDy2=%FWkt0b#>n`Aw
zMPt@(0y7}H`cs-$8=)MUZ@gF;;l!E%Jp1hb^d`&oheTNKn_Ly9w=j7uA&qlKD4G44
z+%7Zq!^AHh(pbl3O;6uwz<eH1bPN;{RbK}h<!3C+aF#Q+^iT&FpfV#Y52<86d#z+q
ztd-+pDtPN<yJ|HAt2vuI_3Y$f4{02@0`lu#m1plS<>Pn19lo9Cb6XYXSOb-Z*_Xl0
z>aN9yKQC0qH`!s<AkKLVAy{*BcKNWDn$Sc0-MvD>va!W7j}j~KFg#c^NFbmmF;69B
z)(GG($$t=of>RpD_Vd+oX5cixIL|b(IZ+IT!HKU^!Z{MNruOi<bwScbl2{ww{tUW*
zg_f6(JN75GXNF?O5Wt@_#_Cc?IZrBb>QhVRAvuSwAct`z;;LI2CpLvpB@GQNyd;zK
z*2EU!`cv4551)N<qb+Us1$N}o-u+-}*O#IYMd2Hu8XA%H6??V6fxmz0KJ7u^o9BRw
zTWAQ1RdL6uCN2qHRA*axAnAK<$A-G&zJoE14@bTzjc3~P=-p~nr`gHd(r}W$7@=fH
z)+>Ojp<=|H2G#)r717MbJPS7F>pK|k`xT8dun8&liI^5*z2i7Mh^ufr7)ree3OTMH
z?!E_lD9%jFS2F-+B=0h?!v2~cB@kF#jhgd2rU9k9^VeQjPPmCZ`5^Q>+?BaNsN&fd
z9OgLSx0jSd<fdW|k>T=8dCjQP{U;f*Z*pTU5^Pc-yJAa=HJs|U*q&OGi^9r1NHXdH
zvKRFBoWNz>1{?(vn0&l-yCP*g=yYF!Zl**O32AAokY4$$lnjQ9hr&6~@2H)w^nq*F
zqOUqL!pz^Q>IM?;|4vNTqnvH>b-N?wUJakkmBD)x_NQDUb2U_PEa3uvUTFJXd-yIo
zKzckrxs#>JJc!{T!t;OOyL1V+dFD9q8N(*_Of#|4V4tw|=bSkbwqPqd;0oL$T=I|)
zHYvoTWHGNuwmkR-@ecra78^z3Dy=1hK*32A!7GYV7b8aV+&o29zvX*`kY3s@%uZ^*
zS>_j;50h>3FYWR>woa~>owk>Jhn&NKV(M`f3JPcsbYMq(isF%|UiW)C-?raoZm*b5
z;iG3bi`9vX-ZjmwdT%;vRx=sZAV5{@@qXY_@TxhL=<MS6sY3eqbH2ygw1ZNC?OP^_
z>}g07B>rwEtxJ;J5`LiZre@986@xF?`2X;5>c>PK`cg(bj+|m^s0AyXKOl7h6ckoP
z_Fmh@K{AL_0R;Petl>gmn)oNk(}80HSvMPyLblAF0ySFhgp3vm2r(!MXn!dSHkk;u
zyR69XvF46hT_Nyg;R&3bL8LmKvJhz9kyGHHVBW{0Ym|%8?qd%s?c8-H8hL%%a}iOZ
z0db+S<I(TL(tVi4&*U3;r6}u5HGS9KCs&BJ&=gIOn4olhiUvpwX}4e$?04vQRbXZ)
zX72!TR{3&JpQeN;oBwz;piP7g_ShgA?Kty7^;bN~r7Ed#?+wX0_nds{o#+0V$h}b*
zvap{h+Zqy8pr5E4`)dg+D?GJ-C_fvT$sn^2EYC+j34a_{D9VnqYF^;HAy<&u$jC+M
z^RO4<$LtW_!;d7dh>G|8EhOww`p1DVOA^50^FY{T_eH=<)Ce^3zpLpz!u2Gd*~Y%b
zFi|%5et?}X4`(5Y_a!Wur~W<pM;^RacFwirwzaFbwI<Nv6QT1+BAA89?C|rvt&6K3
zVS)HlMJ0{J*cau*>^yO@_cB7B%Xe2u>S(VJy7B5WY69)3qlf6gFCGzdf2X@_p~*bg
zf6Bo@dKFfN#PrYZU#Z;wMPEPzoWovK=ysocX|^k{ihKsII$pr0&%-#cB7Au(6r!ja
zlZ=tnm-TNzIHGjDK85JrF_Au$tP{_Z9~^9jtq{3iMM9?YtX4vR@=CYo0DnVfhLTPh
z5|<u|1k9?oc>j@XHuz@h;N{T26R~4_$YA+KspCp|gA>DS3oVrZ4|jOnH;TZ^%f{kM
zeC7(oZFSKLqCpqpf-oByg=0kodm+Q&?L(G~?G#~sAgI3CvxrD9>?-2T`qfpoZe3i!
z3je-|!#_wFI#VgF5G7`Z%5>JsJ(?jVK|`J>3I}X#$4|uMn}%7lyVKy4u6VK~qEtLU
zVe=m@LAs6@vx<?hW)qR{X?T25;0j9k`74LHcx_H&&B@DQ8=fud?x*R9%9lg^FtddQ
zGgvG~|CZYaKS7euOxp7OPZF@`)|L!>vPG}aI<293JSSEldYc%goDqJJKuLWDVC1J#
z<c|OuW0vjspB_5}E(zZMvHSqF<~*jW4lf^X^AGM=7O}YZOrq;nE|p^rM|j78gP&L8
zkd+3uIhalcMOBp&Cog#!WCi_*%JJ2k(wKu+pUat5fvcbRYYdk`LSwVffB9N?fwS&y
z-q4mKl_sAaMmSENF))I{8;g%==LypstSbg^3sF~MkxWVWx<M-R5!CP0Nn&9mUcj*t
z(A9;v-i5jV!+_}MswJn7Nsmm}Bp;azabAqX6~vAzX5n};lmuyCcsegXyKknbxYGjp
znI^k}<|c*z6{K*r|Hj;3M%B^uje<Asu0eyl%O<#MfZ*=#?he7-H8{cD-QC>@?j9@<
zAk(?7`+e4Z);jafoNx05_GWi=SC{;|n(AFYtrb#p4O3w7heUGRz^NG=w#NBcHym%y
z`9j3NAZ(qToc{te`x(pq=Dmru?4#1mOC;m@pDY~rRfp|9qhJ)+Td8=#YxxfxC(j`>
z?t?hU_$m;qOzK2%5MiSRR(t#4PeI||n^aFN(d{9hsNy@3m8_4_xkkgiaS{~*2bVIJ
zk|~m-YrbVG{8a3_2tKBc2%vmr$cL&=49<<1`9kNR+opbl$l~c^!GH~t1eWXF9f9l;
zo2G+C3$|v4vw+;%M2tp8f~wC{R$NliN_j+OikXdS{m_O>dG$?4sa%Fh)D*7zz1?!-
zc3RNtM$h30$%Ea)Q|g+AOG>7qd>!W&r0`NmVl^Yaz3yx+4zV3a*ply7VLb!CenBOQ
z%7`{IZ2!C9E)L(I@O0;ErXKDme-a)3(y#gV<>mLj`K2G{ea9c8PM(Fcr9`-%AcXI?
zzd~F>w-G($2~APZWl?6RBJF>O`%);pSV1Nwu}k8e{AQy%3ySZ8T<zW1(Wo3a=S_dr
z8VMOP{KEc8L)FzmVia^Ei;<7Zo04<7yzPMS<>gdd^vs_CjK$_=Aqqw{D8P*qv$H}}
zg*tP!RcUYM!}bo0pjDO;B)HEnk;nT}=I&3vUZ9_t2p!|dho(f9iYKcu{W)f}dF5v|
zsoYQxPeIA4u(2$}GY>@tl3RF`9_w&cI-?IoM!w}|LJp*uIEV{N!HuXSm!&37QeLys
zO)VmEPJGSz6Cjqd+1l@73Mt9^I^bBM7|WgdX9pOtR(;q7H^q21W#uny=hRx(ZO*h^
zSPw*EU2xK8so2y%Ig>tPo(fI55}3rm$VuO8@OEz|6FCoawjfS^a;NNk-CsjiWq*XJ
z1%J>ZA$*P4O&AC&FCsif_%O?JGwP-x5{e1?-kJ>!-=AfM25CbgK&G;lf55W)BM?6C
zIxp+q|8}9UK7uF^j+E?XAEa1&0v3a~i`Cz2-+B?84+}M>Q!d%%?Ix${91ypTh>4K3
zf){Fop+b4cpboYw)K)(HOU}+6&OTFE-vH8DiA-Yqy~vEq^BVW=m@#!wY`p>}#dB7#
zDX%O#{j>LS0H@w?Sn_O6^ElQT(z&t_EIv)29!J2KuHkE;fL388<g@UqkQ=B0e4x{q
zs+1X(k=A?!!;p`p6azLKIhc29M|lXQzB?L9)t!bCo=z-OTRDkc0>g6V%ty;7ag-&$
zJ)}vUK0~8gzNjMFTjjK`!F+`Sn#V;6OraN2sLy&7=AHGCNJDs9X574fOyyi>53D(`
zwgm4LW)(~aj!Xo|yJ`;wbyOY<+YXB{I;a>z-}VEb_xy_f+z7Qe`DCRSsRk8#?r@1u
zogpp6V<GX8^8KK$!JLcGhc6zPgX3F7B+tU^&2|k^Ai|rC6`KN%x>Bq&G#1^ZXyY^`
z3dvNc;FN(#k`bh)`4`KYGnDU+HFaGdN8p47@s4hsle%(w2m0ll-^9G$8Ev`9=9(#V
zJ|<SP-<S41-Zw-dt3X?Q8F`LO6A8J(eFQgkq&)njE|l-CBlh<^>H}|p^FUkg&0Ih)
zu=k&57hTJs{FbIp@uTk^p+(G!|0Ee=Jq}JSFOOZ}q%4$TCO{(*{zn7sJz@o(kBabN
zEW;4YvP#JQ;Dnvxs3pwY6C}at%YfaK>Q?^!BK@HFXtw1NNfJ(A1gFQAdbXu_EImk6
zHhhM6mlrW{#rs73U>$#4*I-upCc_y~2Noh3?}0Gno0-Eolm(=<nRsaTn>4Cd3mjB9
z(lZJvC~F(Nm3)?2Q8&Jyow>(&C2*H)qGQ^*7lzPqt^{;1X#uGj@~l<SE^7JarDHsq
z>u5QQEP0EU2Fhh;$_lsEcbaU#Ya_oMg&<98U~!zy)0Ts?kvLbMhVF%Nv#1(HJJBD7
z!N=D40RHkwy(DiwRX}+J<<d5)*&-omz7@nCFU{v!H-u2Efhp@zk4*~Mzf)?W5(6`Y
zWs&JM4R32O1yhBM2f;W1a_|!!q}lqs-Y`Il0T=3}I3T}-y@)=^qvgEH8mN}%P=YU#
zTVKR;8gD#FzyLiY1jX~-h<ODa`)5uoAs?+da2VPWJ<r}>=}?k$JTZ<Q!7}^<M_}Nb
zp+_Y=u8KsqRlL~k$4TB`ltB|8w8*nWIbldA79@_|CUfrW>6+=Bx1TQp3pDRY^?}2T
z=<8()LY7}a>rp&OsFZhMSR21QF<*1^5>M}}1qw4>Kb{5C{was;R+0s)guJ#}(260Q
zOJJ@;=E#{|*4g%>DCtFM`1%Ix;G!Y(eQuMAJGbpx>R0b4{UU<|@85-Zef3*sm@-!)
zV0f+cf*WA6LVb|eNBYOd8<dy?pE6TFz{@-(&W8qevwxyuXj{cIo1{JHxBP0+V4h%b
z1;?9dDdFxU-Bsrdo8S7i7c%c;?LnBdIq)lelbTWZ{g9>&WXyDV_#9u-JghdMY!%tq
z$B=xJ)cFxlKXJ^3&g}bSmxSTOJhrjlLIjJ$n^Q0suX7-x`i&W3OotrpyAGVHln-?L
zelQzC`=^y~3hikJqwG=A6pm5{7|#ys_=|xO6pTpHH3$w~5mrql(OyVhK4FBIwnfct
zm>@TO^7_D<y%OuH{&-rdoK>MhXW?Lr9O)@LrsWDN0sg>ZNGc`ff|#iD<z3n~D^TD&
zQ@12jmxkT3%@E@t3<44O`m7GBiGZk0-t8;SRLT`4C9-n&>1iubO7z?}IN(9kI6}W2
zI7|m%&XdemHYAn>JcZ=u7p4Y$&<9z$Z(m@CC(0E$pi#oJYm1V7=LTUQzN6`)x>QH5
z3r&VFqUU>3RjoskeBf^VU?lSGLwesxEaIncQur$d=A?#9WYV%f2Ua`fS0QPCrz7hu
zY6b4*y&^BdoWZ^`87-oIcVs4kE<sf@7HK*FJ5H)?h>6IU%?U9fUKxSuQLfb@eaz{r
zmv{?{5rn3ywP&mkto*7~!OXDub62q)MJHSn4Ls9)p8czBDP#-;5`kE%Vo~L9WX=Qe
zkHfyb;O@UZ(GwzyoWvg>CHOca5GZ=WuZ#FdD7F{a+zqJtda1Am`a;Gd^S$%{`{Xk@
zw%HMhW)}hG7|PUXcC3ZUf-93v(1s$+2*sx#&QT`s6O6i?k$fRX>wdh8^{YwGLf!D(
zs75c3BVwlH^3DLMWp`<-fXN|P`n$0@QnGuL<-WoQTAo3DV--=esto3@ZXrabNcE=R
zT-Eu?CN+G*yn^LMaek=~a$viG?1J-J?uLb!`c5DRLwy-H3Sh?g+`pU&CsdoOj5^<y
zdUXJn)li%r3>wcPCsSHtd=;zE%LyU_0=ARb;BBE#`;nD^=2fm&^s@TnOJjUPAR;cz
zvScLkqCnhjX4G&jJ=SX)3Rzz)!a7DcZ{&LL=U7iQ+I;;xJgM5>DCw`8<QLbeO{-A7
zdJbONf>qeK^6mS4_K>)bLl!lDQr@#7aWf40Z9<$=YOHguA8Pg*>our&!Th~gdAAlT
z%?^lveuympT6OasSDQ7jJ!dr_2p;!U*SaYrMPexD*mkEsz&XJXGUZEo;Xvg*F0qo$
ze&%9rVXU;d<+}|pfxeSXVH&79S%Y(Yq-5+c+HWb<s~IKwSyiKB*y;=SN5Vs359`C>
zG*UPYXCFiT)Lz~sm|ap_b;{w+EaY|x0{zT1eIw!q2Oy=4CW0!fd0Fc{d1LiTtAEJZ
zlDxdya-n??a&b!?hjBYb3Sa&K^G$^PimsnClQf60!kb0RuJT|omb{ND<;w_fz{Mlc
z!`YVsIS~4(LC=}h4;UDZoOvzN-I5eU6_5j2NxMVKvbS(1SY9r~Fd+jK(l(5Oj0J=n
z=75aB6^o4p>0-*LDMt7YXi=4ICZ%dw`V_?&3=_K+S7Ck@a69HzcRlNn2Ppm>l?@?z
zSKr2AP`qB`G&*A{d+j+YxF}xFk3vZKpNACmGE@bZHVNl(kFn^q`+Q($#9v+5c<0iI
zvyJ}nc)2&N1B)~B9lg91wdsN4lajIvGG2fI5u2nQlZD*n;b@l7cNhgHK5*F#lK3&q
z-m#Ik%|Ms(&m1Ad!HM+I-<3zfe0re_Un_l=maGWEpH-|)AF!~!HiV|%5m~j?h3;fC
znli>Y)`gYvFpvUtP1tVXPb>oCg(vV_hT+nwlk}C-8FuGn-Ebl*+XwFykihl(0|)!P
zj3A&;i&mS|RO1vqt)kPA4-UTJYg9$NkWwNyEEM;)mLbUy6wUFwv_j*8sH6=UdZIaV
zZ_7cci`k~F+dJ|NUGBY9pPSN<izuwC%5sYQhdln~=<_j0L!jyaMYkFu1jnpO=uoUQ
z@VuL(FJETiH5L=^8*&Hp{T*@d{O(3Yns1*h*d_F_;H;J$|7YjIE?W}n<9-P9>xz#u
z`^B{ebqSPcM+=~)AvW&8fTjjj&X0{weMXs1C+cL}`>hkm@kiVYznS#~c1<A>-{Y2L
z&Mdte>wav&I5FwUua!n1^W8bJ9<PvN=rizz6I+|_YaajTlh?xh*|Tila#$~N=4x=6
zdfrh$K~v6iZVbsCww^}xW3>Z#mSR!RS|eLZpp2Du8h30gHA7<ELgL=*HpwH7v|8{k
z5=yzGU^FrQRNtHCaM4sM>l4B1*7XH4HuYI}!G58yZQfg!=`rZB9hvXbr-9>p3@%1u
zSIkeNu35K6&~#(hV@-NQaJSb2Uib4{X~5R)eht7}HBtM|2LXKo3;XTl{co$@XJPX%
zeV?e~ABcj}<Q54o;w_Co)NBfKF^Xfr=TJ<UFWzky;UY6Sq>dNsYq@2hwcy@sqwOGd
z5QIf0!v3lYe0*e<-<<CNDR_sms++OI<$!D^dwByibr{CldQ;M)UL(f&ZwSZ?oLD_J
zU?Isq#P1eH`r@UVWAB=HT>m*bvT2_TH|&4;b>2SOX{{o#QiI&s5+{JQmF3-+gICwc
zk}loc$wRzyduf_Z@5o?QXEn@=&wh%vdWiP9LwR3b=P05QaxKQZaryJL(qzPEV0O7K
zXu^2;F%wyZYG1`LXjjUQc@j4;A~dnwokW9x%`*Ixa`W#54Hu1qq<km|L3x5LKUGtp
zh2A^gFKN+s$yLQ&Jy}CuUWUnkW4`!4By^+98yyrRv27OkzUh;#Cv)MBPWbIf<KeKi
zLVf>rt#^3CzSSkLSLJ;z0MpMFIC=#)>f%!n@~1##4(wJBY7z-Mc#0X7gM#kHVKE{Q
zPFb!3haxqJvk>OFRlQ!f5BBV_6#<xcUw|#wnt)L0OOn+e(5xTpS=5{*D}VQgBIL9|
zALxgCFgBkq^O5+Qwf*uzA;Go4lS-5NklJL5VYlQ;A|m&PazTPmingaMt*X|h7UG8+
zI4bT2kcx_qS&t=;4!jL6n7Gu<&$Q^brwpZMLIWQK630+i7iT7BvRc8I!TnYOeYMTD
z3^Kmz7L*>m5v>J?6mC4(R$lcD^^(%*YbMf(+<DJ|yK_$dNwaUP;F-v~llD;-|7kkh
znghlA?$zvjuNvEV)61p5%^@F%a<Wy!<Z1zlz!;^y;5?egjmiT~uTmxMfYpX~eFaY?
zaETa#6JsJ|^t4!bk+a{N+MTQ4wVscB5&Of5of#th#mDPRYy^ac?P_|TfA{8P#wvwx
z7GyqBwhmJuafmkGXSFZWi?R4dF02SY2|AE(GEB;U2~@e=XU(;bwQ4&P-_&!kGJZi;
zQo$#SadR_+MDP`8-){5cH-M~=(8#a`gA~maiOmkdGbkAaQ)UwyCP}0i9Hq>Hg`Mpx
z>v_Mpd)#M40P>$!o@D=M8<1!oaF{i1Bb2|q%#5>1d^KdSsSv!0FQmvS8di4(Gz->z
z!3e|tk;11Y`|jnSQb+;~xBi^(_K?x<)NlR8^0qrt*47h8`yFwiOE5W}aGa1}`ma>8
zWH3bbOm~`OddOvOTgDGYaGHL$cAcv&A@lO~1VSDp$L|B}(503&5B>GiwqUa<6@{>i
z>R}UTIrx+9Qz|C$cBDnBtk!0iPn+B|H1&ubka6!5o`+V5U;J!$#Fk5Z8{bFC<K48F
zbx=$o5t@c{Cj>HeiBJeU9BL5<gp;WdD&!Dk>D)=2(Cg_aPC!K`@!tu9wjEygcgDz?
zz<+HZ?lB#2I{l)$M}igi6|~&MnuP(=jf!&iYXcn&8Ti6W1f39KhC^9r8gAoN)M*HN
zuo)->Jq_y6VM9{D9p{fJ_e@82JJ}wOCD{s4?HEI<a}}Q})B+1K4L*ybfxu|a)=QfZ
zl_Ev!0@sPU`3>0|?}UAVrHM=r*tWwi1u0cq#GA5%frECJ#m?!&@|F|~NHVwRBlp8-
zX-mfN;4LjX737+Vb0Hhf#8Ip<lovp?GDMputvYg$<|3l48Y<w$PJe2BoSmkp#%p>>
z2aAIR`8OO!$3j9ZR2k!c)r1W|7V_F3pQc}HL0a8*B`7`c9%RMM5B>>17h$rBILPjD
zeU;C9W?Zdf!(CQ9ZL>2E_;W8ELh+5>6Gv0R8(>Av^i}Fyc5CispF>HI<P{!>?)BmK
zrpg!0HxOX;7$U8HKNc~&w&D)z^1ReoRSB-1NB#)^xa#*E5d?Osp|VkGO>3?W%0W1L
zxRn+b_C0CE&^Np1x)})@;ZVaRQfx%EO#Vo4!wGHy>Dz<HE$WYb!nT!|xzJ(_%A0NR
ze(H8S7{5(Y#C;Lx(py#8${;O5zAGcTJtGqx7iN0!<^VnP-`cwqe|%t+gbmVx-IF){
z=ysMR)M8=&GTMEq+Xy}c#}dQibf~p4X4*ldsUIudwle~g`SXIP2GZ$DaQjWv=q#+{
zchkpHeV3{~b@skvxyZlv0#hqWP=A1Rjc^wJyvxOUj5*IiR^ajc{>R<Bhu7hC{WuH7
z)I3)Jf9v}78JZSS$?tc6wXT0$xBuhC0OXZ_wVm4JXq*84sn5j%ERF_~KD1ZQvXhOy
zzlfhK$p?Z~FK(|1sw%;u^PF+zZUN30BN|YxyZxVQmByA*DaEA(;T~IS{`$Lh`9uE|
zEv*f$jmSs|+QPRtrCLz$HFU1Mz*(#KHe|oZA>;^Q+mSW&Rx`Nl$F7Sfw;RwbEtO4A
z`{7*w`71~HXu+SBYu(SAL(QZ0fha41)@e1vGg5QNBo`{gUB+@ci_>r|fy=4;msu4k
z*DEgz?T%%Xes<%xrEtxG#^SysgfR;*#_hY7z0I7LBQ@fA$YQ#@?@Jk<d0;Mx&e(Uh
z{3NwFTEIi$wYAqD<0{t+!oGT?y>lJUms#5?+FNv^G!pfsJGENw0FS!IXQhC+rg=W9
zFFMH*5d3;HnP_q|f607%AqW^=q(0htGv~r?!g?r2CbY1AeiSOaORRnm&(~(Qm-^W7
zM<Yrf6Rrjst0|VQ9e_H1g;c*w6;(jS+41#Uj0ZL^8*hhh!^B?NSmNnwaGLef68#qE
z+45TBww8Dey@-O1ZEEr(s7L;0W6OxY^ylX==SMTflZu{aU450ti`TZV4c(hvHY$Iv
z*R`~_Jqi&)EN2>Xb@snoeCDq2jmcMRG`*!H-&S~IUN)WX@7I`DUJaK|wdJ$5+-~;*
zujQL@_+K}htR=Og*4HB=V`D^K>^nSeJKnkH5SJ^<@STrRP1}#`4d^1<-E1{qAeWX>
zV}2C@>$!a^EyeLITal*DcA5V_{(%tkE*Ml7ME1Y^LJ;V`zYwIv&PDQ%QSpzC!AbJZ
z*M<I99fSM7xBvggQ?P?rSpJKgkc!w;*NoB~LHFy4|Kp$saU8s<b{*yTYCt;;fs*Ll
zhw2D7Zb30IX(Y`KbG%aGRik&sFpnK*f%dIjTUA$gLVf8=PLGd&gU|C}l6~&`;hIQV
zP4~;o+QN3HHjN>nl$PK$le^0^=Bs~$cT0oVFaKTGS6{a_AKz8}=V^vKSC1~^V5M@6
zUoniEcm=qWjJwH<VG~<|z+jZ0QpW1=-m6=>zs<p?Ywa;w<9p!qz688_|Az*>l^J#A
zD{<8*9m|IovkhJ&3S*-;*Ztm<`O1mMnE`!w?@!Sh#%cVRgG^!SJF`6n1<pr*9+aIQ
zd$>OxoZR^pbof@2w;q)Fq?1l7mJ*+0)y=P<zB>J~9EqVwWd1$Nn_sTc)DIFbQ~$GX
z_ynOPtzd>bMuYCucAq@4C|=aM5K^D=;`sFD^e|UN!$B>}+>b%Ki!d8C_pq}V1)JeI
zcxt4PX`&H=bNp>|b#Lw>=~^en91TR9fBJ!yXZRSbs)m!(%D3$jn^kS&VVi(j1tCAL
zW*2EX!2OC>2QS|j@tV6%UZL)1QK6brMm<Z<>SH3yh(+OjO8{Ra_wlke%jcDem_R~K
z6ryaD<ix7$b80r{?AUxS->q+u&EFL8E1l%h3m&YJ5M3n%ZM>zBQo!LGrZ)B#D>A&*
zLn2%RY=SHdLk5>;%I7D}_~%8`wpGA^$5Rom4qiYy;w(+?C2TY2<`3AO3j4pUIV1i2
ziC&^avAGNLDn(*Q^k>T7HmYShsc-3UhI=>plxk#_6p%6-knlvfWYTa!`$ASG!y%!|
zoOEtZ6lI^QCO>T!Q76^fn_X3ktS2z+1vzoYOa1=64UVH=RBE6DOhry?EQ6a>>h>P|
zzT2|CaYI9%*2ERZYwV0IKqYw6VYUl~n8r>ButnLkJMUZ(Q=a%fQ$m6!aXP=V92+)2
zwrL6(93ODn{gLf%xP@_Zn09w#`B;{|2Q7K#ZVKI$u~b);N^N2}dH_DTI1~#lDdI!G
z;Bv+k=Ehk+jB-dEM3$HedKtRux0bM>T(%BD2K7{?jBkW1$@*C3upsEKc4^N853-D0
zJBR%dD6y}_eCU64F@q<B;5Fc!Py^H?mkZ1$%L9v4#FTCW+Y5<q+DNf$?_#piY=@}=
z3|$h5XCYPuGwTN0ZkbB>R-6i4&N}Rk=z9+xx3iaKHs}J{=a~0`dT)MCGz51?7Baqh
zfi4Y9EazJ)EpMN|+9TmF%@ky+#1tYCp=Zm<8yo_Ztgz=%Ot6nhwv#lx1C)GPU2W>j
zLJL-@&%qacyfE?)BKG2?R@0rx{-9(PrD90n$RB+F<09K9`_dNl14>N}*K)cS6N~-}
zFyFG2Bv+(MV7Vg31Gv0DuuqR}3KQ&ncvOqpprJ0v-Z~{-+J~`1o|@wt^Otujck=I=
zWpsYG4KvyVTMFS-he{{!K^c@2ToA35s`|`g^psiaw$W@!wU5bhUh$9RKi1mC(_{KA
zXtmd7@d)i*V=x{6gim&DHu92e)8aKGR9TY3IXy9uY|sD6P!xK`_c5_G7Zop1-+=UD
zR<gH|8)ji0ePHBD;4UjMm@Ai=2wqCQYIxRDb@>~erg|=F1TN?gv8LiCL<EHCqEI`E
zW`!F?l!vUpWUOMCUGHe-foM-*EjjH$lJBb(PYf?R6A686S7}|-2S&uu_u64UP>}VX
zqsjStzr@!1pq#SFZ8e8?!_QQedzd5=`N$NJ-xVQGc}OJItEFXadSg4uS*La-F&BQh
zln*)xDmbXQ#E>J<j?@H0RB{W0J9wUkPzj2!qQD2i+DoIQ8}L&d$M3EPL)EtLr*(A>
zr515}!^l=1QK@pjFWIc{Rg-ax!sR~W=PutDR{u=U)`RI>bzFiS9Uly1AdixL+DjLo
zTvWPm0Q=Gc-_wVsyDBG6e(R1m&P`0KvY#-oq*x!DT#z}+kWF|oTF(EGwvi9*`U9=v
zNiw;(X2InrrRuCH|8GpppC@!ws33aHcr1;wpBWa)ib)bVk0fGD<b;VOJ2T`p`Bar8
zQQ$91l#_exc__;;zfgaZcql!kC@y_2TPO<!C32=p#8AjYTVw8L4i@QMjqXQSq5zv_
zgIG76$ZWGdsEI}h9K&0fV`BzOZ%k5yh*YaNrbVe$5k9UTpfh-VIx}cVvU{oZS26MX
zU79Y%m2p9gP0P9u_2HM?HVUQz+6-oZ5(hX^Fn*t#B-L6J#51yGy4YR8_sA3U*DtWp
zuUsQHf*E|2@1G$*WuM*65De;D6u)|N;;wv$HR!eJjY(slmB{l`CM^zpfi?1+7Nz)n
zV64VlAIvW5E}A+kIe9tCicOSQ(g0zQUMQ7QnS(#(D6(1@?}Nge8-2jdn84r}uDg`L
ziCQfeWj&99-a>vY_1XD;u8~9S%gcB#cZO(f>z|Z9nUAHkE_Wk6Y)YeE7qOe@9p0zK
z*Af@8uf!d&r&M=DZY9Z{vz)6b3EM7hOc%xD@gDtlqR9PrQ+OhqsWOSK-pu6*4D)k+
zv104W_wsx0_Se!U$tR3pU+&y)8}qmzw)M>>o*>m8+ka{sH6E33t<LR}Y)JNO$J}w=
z1d1hqtVk4hFdNM;rEqRF1c|tdt3+QY{AZ?fzRO47fAWM=J$aLg%M+Q2&+)^WUzvr$
z7@98)9E@<ZHPT5+U+p9Elr+j5xL#ZP@-02!L9%}DjM^V*d4qPjVZ_)MK{M<jg4f`U
zWb6J%z(d5g;Tz4CNzK4Za<t)>kI!;7kKQjdIkm($2!>sIg!$f|DaRro#5ohid3aV6
zq<EK#^UKa|#`u?U|8`k}E`iVo9gM8B_<`nQC_fyxuIgN_G9QhGa(xQ4j3CDtSrSE>
zXnZNGjNoof-b8Ui3<lVrv8|vmZEuR&m@m|j#?+)<r0top)?8Xk6vKx&e2ygK5m$DL
zLVH5(p!jNd6PpO2AI1ay5OVF83)_v0WBINSSrNznx(y-BD)IF^BRFijP(Vr9#1^ce
zcufb4T&8f*j|xjW6V9i=3DT@|TQAB{l@2*a?+)mF6V~&!!lhz|aw>7bhxKpL+S#05
zcA)W9GUZDUbg-zkRR-xnjEw{@b8H<X58L{2iSU{sU$h$rzL>zY6eRs6Uk1L+77M=B
zIs%@|Yu_yE`&*Y0&f$}}?(ZQpsTDD14B`rjFuOoA?$=~i@!v2h@)S0y<%zfvSkvNc
zqc{jG;3T`GvD|w?&L_sJzC}GWU-*#_i^-C$O$`DAam<mLB?mbkFq?@b(wptx_$LX$
z)f@OKrD_$xL6t^HK?(z*+bI}g);-N$%HuLU^p2mRcw^ge^a!T=8pLfP=Yw#Wi6OKe
zS3~ezzAjvT_Yd6Pb?6^@aTY+Z`GiI#0|7?tGr?VkZ4rbwixoN$kpl~^mHf5SDC<Tk
z=pKeZ@|6XRV59vOHbAm4FDUs>Fe!b+O|DG)Ny6>-bVgb=;tz?9Va&G<Xy$(F$oS&{
zK@O1)kyu8oOga%NjaV<zS{mxR%Y?*{-3QZ5eYFY`4c2j+sZ2LQ@aOq|KDV-%j`t(M
zj?P>8B<DDH?OudN|4=<$Lsbl%sYH_1O#kZr_5R!Mc&cyTzgP$dT-#6BCiN)rdMWh>
zm>?+?Fqm*HO>_A*vh_T6Z3$(H>Q~$Q(BoB<>DhDja3au@JoyQ#+`Jo{d%o%TKx$E!
z-YD}~Cybj$R4g+$cTr5TTGcM!ISJH9PV;0Dd#i4?uOZb%j{RZN=j@Uj6uOUH{4<NF
zq;92t+u|$Xupcm3hbw~+fhCiSLHf==qvvgw=sHjG$w512q``jJet1T}dhO9ap%;9a
zgDy*Fx!?BrGw$MDfUt2vohE&YE7MS7x0MU>FASw0m`OE`N_?dYklgP^ghp>R#KqD5
z&bqo@D%yxJI?Ic#%(Z=Bi$Omcq7->cSo8V)Q*lcd;Iu<okK(_8H;HL<rpeHf&aXSS
zFr{f}Ebf@8l4;ghFXe$vVU3YHCq>0#l!iR0@z}6TFveS2zD6fCQbAMhMIBQ9krDDF
zCZjURBo=aA$l*^*9wis|&#eE_n(Pq=_v|c`(N{(Dr@N3xrSMC4Qc2)>W{?1Dd<~Sz
z!sjcT9FM&ZrY5srE^d1ByYG&33f$OPFUm&mIK2=XXd0>Wn_Jbhp{)g&gp+8!-36Xc
z<D2N+_p@WYWLu%Hl3`9|k}26MDHT2TCBw1LwPGsoE<e=+L_MAOELAMJ9MvPD`Yq({
zgrLSPsruyf#$Guqwd%?7y{!WHIJt!8%av!h!)P!(WOC||<6?8vnDnni&zLG|t1q4|
zfwM2dWP4v^MeH8#BEFrB6RkGF!Dml4S$m7{3F(g>{X8cJ)w3dj-@zh>H3><tLdnj#
z(2GoFHJfx0<%KEHZHZS_DX>|8&AGX^)P!B=2X%V-ZXfPt!g)k4gJDFY5|vX@eQ&;8
zXjS++?BGQ>f3rI7$yXAeJ`9U(>xywscJhWy^pkfq!lW}*x6cIq>l2hMZLvj^qLy~)
z??4FIb3JeGG0F(GxOKOXi=y;dgCgTMvKbM5R~rMO3LO>p{8d&hw$xt?@JpK=_EUj~
z(KchNtL}C=-{h!!>!v^(NGo;rE5C4mKJc7ucHd%LX8s)0GaoxIK|cO&{f&NQQzq{9
zxxfi~*`HFk!Rz--(Rp2FF+br6YU6qALv8$UmJ^=@cLq(x0ViYB#Rtr&6YMn>rTR=&
zxNb^gY})aluVq^Vomu{?;&p;Ah79Uju^PkuVe0Dk+dXYBjJ;rm=xDe9+nZ6=|Gv2t
zb+UI5vG*X+W&!@n!Nx+u$<3*Yz^q{C^p`XIyD4y&s_f$AYV7jw-<$!>@&C1V{NHO|
z{1qaBeQA6#vNAOW{KUWa#K3zAd*C?#aFD<o1t)uBWm6XtZDs{A2@>Xid`8j#{FWwR
zRx$N((fxb7%Pb0{0x}3>=I^aCkW$6d!IT8ZHsCn|pPSm5*c(}qAh7?xB9Z|I8Sp><
zRg(Y3T>;AVUn?2lUIE+{FjoO?6wplpzZ3vb0WKB5T>)tm&{+Y@6VO}%fD}+M0pb;K
zTmjn?U|s)(k^$lsfKvaZTmj}3ph^Lw6>wYuzZ9Tc0TvaYVgW!E5KRHd6yQ$*c@^+W
z0pk=vK>-I9uv-DV6wqG*`xM|?0jU{aO92)YkW@!TMgZ0oAYK7{72r$(-xV-d0rC`p
zSpSD|1>jZyX#F3E^<R4y0Am3b6@Xy@-4wuJ0WlTuU;!`|piuusUjhCUz*hlp7SL`1
z_7?D90Yep_Qvn$j@M!_f)xyF8fLj4c6+l)2KNhfO0VfuKTLC~7Fkk`L7GOvLa223p
z0lF4oQ~~-GFjW5qQ~_8O&|d)&7cfo%rWH_X0a_L?aslxb&}H%P@BkPVP;&uT6+l@5
zDi%;%{{?aZZ52Rt0ge@rU;#N6&|(2t74TF6FZW;O_`iW;Ktly!Rlw%`7mo!%UBF8H
z7dr+7SAb~+&{Tk01t?d*Sp~dSz*YqWSAcZ|yjj3;1x#8%Km{OQ0B!{&UO;mNNLv76
z1w>Xr+y%r}Kw$;gSioxq;8uX!1;|!_bp>EmfMW$@U0@;<U|<2e6##Mpl^39Z0df}b
zX#uhofLj4i74TXCloeRz1mIx-n)QE7WPsHLtXDu`1>{&j$^wjEKotg9V8C$&tXhC<
z1?X3RYz2^Ez~BWmSAeSp_*TI01t?cQ0|tm!fWQUdRseJb99KYU1^89~aRuO6z)=1d
zM+SUgfQJPDVStAPOjkg51=v_Xd<Ae<0DuKn#QERhu7KeBe?ufoIvINYD~-QLfw?o?
zc+6|-7>UAY3QMc&3hCH2MnE`$2Yd}p@rx7eLBnbp@aoVpYhXk{tkH2nMbCvCWQJy4
zx@}q;fuihZSGCNG{*YL~@D_YV;y|oJ>#8hp5bn=Q?@d@Yydhay0_%)%@>|D=dhbc=
z^VO%hLf?s49U5#tTNR@P6TJkD86~pk<82FryKysfHigmN@*L|OdmP7%Z#-dipl-1v
z9}!MKa!m`8Do`{g<=>6LrywX|NyjBBCa==b*;?7p#+3LX6aUdAOYWjA>EV3xe+uIN
z?8Se{((M1MiOa!3@=rJdf|U{nh~%F_{a^m;$Ns;XxZEUv-~Zj3i{#%}`QL%<|IWDm
z&u*FjPnH;BXZ^$q#Polc7y_{Y-0gpiTTT|X|HmbUF1n)pDb#(LHBM`d*4dyY7=eW~
z3p!*Lmaft`G=?QU*i=xWde{hmU<ix}?Sp{H${@ChV<iQxxO)t4QgE4&T7QeTAvS3s
z*rp`-xoTtgc(v8BIkhEdeg3L<tn$EJr6$cJ7s2z9#=YX9^y)6Fe0%@*O{Wodg~kw_
zT3w`S<^S<Z9)~xXGL517DtDF>zX#nvx^<D9-I00pYDX1t?M9~mpLi*+KRZQe+Vz`a
z`d6A=c6T0qHtja6Hx*CvwF<1?J+TiK(GT9=);A}<haCmiSsfKV$G;aV<_w!%o}|Cs
zGH>yO2p_8+;quiueNiQ{%26MI6y*1wDL7^<E8%<q#@kZcN*(66Z{oA2b@GO@oSB@0
z8g@C>FjZ!{L{?KI0itkWRxUR)A(w{^b!#Y@H;p(Fac5KBQF#+a+5LHU8+sKBm!86_
zVWK<GTXuQGO@*S8L<J>PedFaTN^v_&YCQyRtIuR7^%{~0?WmhAZhv6;ufZ4Fyd7*A
zZv<SnBVcv8BZ;vMs{E*LmX}Bs!qmc0h1K~H3Td=ajti~{40I&o1azQuan7ZLpJpXH
z8$LdCJ`UX2Fv2Z&N)q$m<|#iZyEY(g%v~<&+j4UC6K@*thNwAP!aZ%d(W`JRIW)9|
z2%>Mff20p$igI1tI1k~R`Mo-_V|ZU7^U?oR<o;w&w-(TbO@5%Oz(087l=-Z-9+UAG
z)YvX8;H!OL&uNi1l~9y2sgK2XK^1FR_~KLV|EFd@rTT^TVQA@dt-#x2L}y`YPbrgy
z>fP*(`(h!!8p;d0-Wz_$@oVXF>2Gn;gfSkgS>H4E9In^Or+fAs+{&tloL}E$E-bQV
zFPj=9xwFUDgM_(dR$<N*VNqXQX7l$7zR$OTb+^$_uxUynwU_v(5bK2Qug!=Wxz`J?
ze8(@qE>AS-4SVp*rHekKHw_<d#;OKaZ3C*XJ{HGC-{U~js}XgC*{=+$Z7TvscgH^1
zmJa`{TwGnXWnODl8TNrgXXxtNrtR0GP*kq<y~oTk9;I2|15ACjKb|L+*I(mGVY@1R
z*gAZVq6;D_BP>_qU{E5>|Jauw6b9{~g@ut(Ne;b*xtjO;BFS3cQ=Z@dy@IaJ`zH8n
zER)kLdD-4!HL`jWOeY$!8mj2KR={>Nu0W4PhDp8rt{B8HvI3pZ;cVCi6VHWvo`u2}
zUKO()#C#dB-)Fxgj~uAZU0}9e@(3I>T-yXLr<)vaz~T(9u<tvt!YAmnjgV58fc9K+
z7NWZ3ig+M_xE~5aeziPf{-Wxrh*~4Qjf)c^Ms<z_L$nMNY`UiuXoh)~(9f2geJrV>
zMDkMhw?Io+POv0sHHJkB<T2qHDBLR85>|ITLu!~p{jmKD{<DQjCP-s<nmL9b@69_V
zPi{+|ndg2N9hqF~O`bJj)Cy?%%7r2CI=q@vByM(KySPO7q|5l=J$d8N1zuAoe?P_!
zr2F{V%tWC@x+zY7mPd!=?_5e8ayEM)3hcn*Z`ZNX;7}PE#^6W*6Bvw^&M77JEC>LZ
zHUOQl%np7TCa_qN#LBs^NVc~HSn@l#eBaCQ`-B;g@av<!dsGz6a6)6d6CC%@z?vAY
zqk=Zj&gT9W4V5-s?DB72TEhvUWlL{zT8d@!{SYWVx*(<`SA?%jH`d+l#&l+bF=nWe
zFLNu4aAX%_>HeG+cEK+wgub?x8uzFF6jAiJ@Iv*u<Bwp!COd;1vq%xLzsY0AgUYQk
zR0iCPTjc_Z!PaR=F)Bn`Z<^Awj`MngYG(@KNB=o_Q(;L~a*m*~?XDwe$On-m+8V|T
z^~T3Sd<be>arv|{Afqcw`8YRF3<y2wz3FDh>F3PJ5zE+S3LKFU|5hLpIatdg#1_U<
zv$FfL9{nbbeMGtRJ)=jQ>X-9@E|N-)9<{$w0jTPF5-T{{^2{B|ViCBRb}C4O2j4ry
zf4W_WFc$)@<3)M3K`+c*9qoMoxwZ?DO|WbsT>58l^_~LL#D8*fX;>{W0GD8S=Jbrl
z-$mtXNM#xpVx??$&H<x~rIuZ)r*W0m7XQIToVikzJY2DrnH7#wyo83LUJGbTQV4Zy
zI>_-hj46-?;e}qp52vq;oC$e~(7SnVQ5)8O8)G)B^Qr=Z95xiQs<9Y+B~|mOC2||q
zkQiAOP^5Og8knO>E|vtG?mk~Nh=Mm5ULrdqE?LUy!G5Wff=nBM_K@;KlQfVaYCeJZ
zcu0HT0*P$9=LubUiG>+qvrLP`6I&%DvoMV4TttU7_em?k2*;>a`RD_~e`>s(6m6o2
zCY;nDeCghBR4M%72uF#^;A}>V$~&ap%j|FdS~zlNO@r13qw_M|N~=pP+2Q;7u>b8y
zx_PB&;Dsp=Fpgx3WW8ey)5hlx@G5(?A#q}<f0M%P-)D%)vB}X#f4Q!KdxgU2T_d)1
z$Klqc0!l9%UqVPMWvEoFu7a1S;J)Rha(xj&Q{4v2Xz*{W0?v$dW_<+SzmzZCU=vJ6
zUPFqcBh$+rn~ABQ1{*U%_V3Ak<4_U1Z(`F=N-Ur<hIa(CKdUR(zX2IYoe@ttSEBqy
zQk1xt3AF;wClVpTS;ee$S>`{VmsM7ksbsxmk_WCPG8XHm)i@%9FKR3i{?Mn*lhdqH
z{@?<0PQ}veG`T=pgxT3Ha1tKBs>2F1@lXH07$B}iRh14brK%)!s7C$56>4j97!m|!
zffMS2_cyHuiA{J)6DU?A^SCB(2}+ihj;)c#=igSbsEQmJ8gPWhNmwVb(uwEUxW&Qb
zbhiG1BNSSatPrSn6hm3>qID?F;8IXRksyV)z-Je-dFkg>?7t<q2tzc=ks*JE=7Jnu
zUljVm5&}y&Z3^f#BYG|*TZ=Y`PwiD6n6~_>3Y%j13c)fGb#3T4Ei3<&SE|W+vqi5R
zW~!yM4gd=)e+MGk-*y^~fWCxyK81HlzMJ&Z8g8XU>qB(r%9<Jkt>H1yyZ<&t`4z-*
zCJ|{iXkW(GvKzUtv2^Te1-O|fj#ET?K~KO%Vo12;^MdPbwzW_I_>&fCwif-N+dXHx
zx>%gVf9f-kEux=om-NPZpsTlr1my9hth4@+=Y&e4rdi>x=!Z`^Tsy<xT5S#uUqT~L
zQlDiZdpyGk%6I$!1sI0o;XJv^hf)=x6}e6*GJ;AO9=AfH$IQQBKTJz5NE<`FU0`+A
zwa9RDDc!Z42e@Q_fJ=t%0I`cLQhNgD2|~T=KW(~zU#DS9&vIFRZOfXI{&vH<3Qc^{
z0SKR>JP*Zv)v-j=M!I!qx$3=QMjihN`l-8nhx({rU5&nq<8tR>Q9^Kf^rnur_lT-t
zdVHrJUH+%VY!P#XVQayU)`b4FuH+`XNb_D53_Ws4SokM$Po1)As3`q1RaHL$7R?&Q
zn7p|T=!4q1ie%OJCs)M3Fc~}wJ*NnNt+@B)M^GACzn438{7~N3`Fm9b8r6>@pMD>d
zvq&P=*j3`Yl8Q;(ayh(e;Dhl3{0IZ8@P_fYO_FIZ@V&{umx3gbehBpu+<?ffIS1G8
z>&g19FPPuSD{H<D;^hwK?Te7fPikJ@AjV){7EPa&9I~`188UY-UNrfbei6FC&!wJO
zqVkt(nK(D==;U;N00x*?FuD`^_=)Z9(!vaqOJdlx;o20&1+?MVSYcC#mk;8ya^T_(
z`*_n9oRGE+h3$KFZrotDb~wWBve%`t6lYLtUXlVAnU?C3Cg)K%zHJN?dOmoziC+(Q
z-Qaj8Sa!)dNISuHMEpzE^iWfd!1Lhqb%}w*eAjTL3n0yi&{3J_QEEwk{xo;Z2wVdE
z7Br$qDR#Xqny_)k7@jn5#eUMupTbW@=q@97v0{eow0R9=5Il#(OW2vjtfN&84^c4>
zDFQvm0(lmXkT8yAqJqgKbcGMtVjtg-c@Uow|7QStj#{<#2Ylwg2BBDz6Y3u(Or$~*
zPOM4P!i!Zj$a|Q=nY%Hr0+S`sFyQ>@Eq(+@#?K|*mgcYG+8OB1p*U$s@!g|eUr6#_
z6ZGsZ^_+TI3)dd;|FpP&*tY3yzpKOal%z{*Gs6_Oxz$Y`TwYtl&$)v3#1{8a6qB%~
zGLk@=EidP+enYlO+>waWo6?^ZKkv^x?s{arZY$wqeo_4%C+J7|vZuQU^|C(JS(pjO
zN_n84Cid>S@av*N$@)O~{b49A%T{E$l(=Q_KnA^3?$1^A9l2GaGBahIdb<Tb+Lrup
z;#Ym$)AC#;{Z}qv`lsb7XOuT6&e``9l?yTv7P0W8)U$%Q<7y{@ZqI73OVfs>^VfP*
z_zhygJvYx;>^P3Y5Q0N|?#a`Fhq9So%IPR3kG^%S>xh}M!Pw;pCkiiVX@7>Tb|R+Z
zy~Ot_yPmWS5wepR*7t60Di67efe^9JX;>QSr8npI8*RwIKz1pKUbk`Dj~Jr^6NN`r
zG+a5@P_MsuSwrsLcu6c4us}PP7RzW+(|2oGDWXjG6QU_aTp>sIFCP%&_y~x4eg!;T
zhV4A#_NeqDZcD=u`M2X_70cz?X3}+p$|Z^L1Qv?PBSvI;U|C#DlCk<&v(-rTKHl*p
z{2Hb1u6)09+N$su<v-DVu=`3+q$SEgiF|5ROrJd!Z^vFTTa2p@{>slWm=#<pe4c7c
zi;n>-ey0jb@MNF>+urfq_Pl%*)mNX%{ZlS;LCm+Cx6j6C*EJ?ih>c;qoHbW?`AzQ>
zpM-B+ghnnG1D=WYAVJ7(XZEzZ+|QIX;Zw2uAX*|=^pQw4E(9x{-7axi9aJXLlO`l6
zms__Gx(=EluC``ve_TFeBFxldF|9pFAWR1bqs4M|uIHS)wwPTT`docg-uGGN-fF-=
z=QuU}Zf~NTvXR>)ga0C6pU@}@W0S6FVu_qk)qpc$VB`D}&!xX1_Gi}kRTD|&gxX?1
ze<k6KUwgjTH>^$g1h5oCf!{8Unj}@sTAx8Z#$y+uK_|z~WR3(dMCuk^C<(m@jN`#@
z3T8Tcs#k64Ga`G3RCy^y_89mgmM^sei(jyB;B}EB^LTUI7s(*4mlFcC<UV(Wsv4u9
zU(OY56LaDQx@E6K1P?E;lt+BCHB=D>sgQgeBx928Wk859_L6LurFVAYQc$W%w{7U+
zG*WQDRa3K+N%;K38p{PCpR+v(jeE=@-)WV)nt3OyRB$?srjRk{D*cC|PI%c&c-!*0
z&W5#1M&#D~0Nf{?2tD0t^VuztkS_jW$zLjTd7Gu(dn?f;4t3YqA%l)xg(N0cG6D6~
zDr2<8yAIg;ly(J^AtdDMqmHDCaVu!}={>@B(5dRoM^0pp-Y`T3BOHi9M<Se_?Tn@p
zF;p0x*v~*53*6OPwfpr@99UwRpItA6Aj+Dwvben`14KRx&!=zOcEOy9t}z0-xjqzm
zp)~sHu0v#YsHY1FBl5A-7<8%{q+NMxX{0Yzwf-@fo9R%rN1neugDbXkgke?SR0-f>
zgFn>LY&A-zZ0huka6}5QtNzSb;JlHe>!0%aRN_erZmIUr=JY`t8663%S08E%I4icb
zi7M2`5OQ#0O5gIU8|!TDROd6NS<at$E;R=Fa7R;JY969fq&FBdrBo{TRi)8t((y*+
z+KApmmk+H!(4`2QXDRk1Rtuj6K}Racj$aSaRdwh3vjgV~yR(i(M2;(Yp(bl~c7)^T
zG=dt*JZ%)E2v>O7<jCBDQ!wan?^|s0Ld0UTtClWO%AH4zms$-!Eg+?e24LmfK{9;w
zVWP!1$bdPr91`0Ds?8V|I!j}7U^`a8JolCBRDvS8R!v1o%ykImN<^T>B_`GFJ6mh_
zJE!n6%WH5qrHt8=sszEbUkhCOzNh4&b#n133M-ZyQK2z2BzXX2Unf~h;=6(r8mnZ(
zB&oD6>O}PE*-vnRFd?F4b3}^;$1d_dwh&gxbBVMkV~$zO2$X~>ZEmw)z;c>aeK4>_
zT<e&oF?rYs>>}70GD-GL>3`2mWP-b(Wg?I!AFQr5^ows$3bd5!q;2kWDQUS`O9vIy
z#Z>SOjoXa#=jLwYuhSKi>io=x-0G4(%2R`>88_?{J;#ml;gO+7AUS;5l~g)EMvWi*
zD@aAUKTs4_rJIJMME;gTMcdaPIVxQ7qO2Xig&X*Vhy{{^eo6g_<CJP}m$TG*<zWV4
zB?Oz#)6yM$(M=QD(BlWIKNR)%rG9~ZdEy0+?3M`8HRuL|hP_Y|$Qp<_j9;=_sY9;b
zrd6qNezh{s{k6(hMf*<=n>*$^yD6%pR4Gj@Kd5yAOU9cf)mXKJ@=gYNv-gx<6g7so
zu<{!1zHah^TrF-a62cPG6XNsAzMmwW>1hT+hsGFZ3&hU`Ga48>8ED-sHD`uD?Igdv
zRh4!o^YO0(K4-AbpuG`RfVM(~&A~=6KGjDW<Zxhj2=t_TTO`GoY7TjIabwCL5G<i}
zjP|3n(RW`i6c)t)jf7rA68i{OTzwX!M9DBBSr%6@g|`y-qiRw<$5-T)he$teqGFcc
zWi|#=k+33*nVkxCEz;6FL4lf*Z984W$Gky7RhSfr@Ogdg1vYW<)NgFp{k`rtdOb=n
zRnK>EU4L|s1%0l6UuUa_-T8Q|@cCZ~yr$lrg`5P$9nHAsj_x4eeUP<=%rB`=zll)9
zPjIbW2CKGL>>^&^Jxg4q$0^G0UPLpsb&(@&6QE&NhKAa(Svp^0Kefg0$7S~zn7eGk
z{l)r|;1@Mya0<Tj=K(j8+GQMRgb;C3N1N+X=wwWCreHfM5^C|6%|$4isni?WkijML
zRgTU?=~>NCbZm-Ogrl)_rZ_#1R=9Q`7Q){o3fN4ZpAJN8n%&s+t4Znj0<+cwB!%?4
z+VF8O#f^bH$>ti$cpHbR&*r68F@~h{j?vdN3S1}{n^ot;5%|qH`x4U5VPZ`XcBNpW
zW55n{<?I&}W++bZtNi>?o#8NsPZuof*tIHkW5=MKYNEaYkre&RicQ+I7Y$?nK+LSe
z2>w?fD@&xC+0qZf?)J<d#rcVfvmrJGlbm7!<l!*fg+uFya67ryxJrg2zhZd;%hE%>
zL+p>H{$?W-@wN^H?X6S_yR&!6iGo4~CwA<XkvJNVpF;#b<t)`z$1~unW)-Nb<|u6H
z#hnt(y)|ChpQh6Oo|bl4oZwILh0AX^)wZvZthMyu&Jq#9M!w73tVmk4y|d;>Fvy$I
zRMi1)boad^GmYf#h;`LjJ{n;@=;2PyI^tjebyD9xFYa$S{CbQ%IR4mclU6}b)R}N3
zFCS8EKasajAgfY~ToZPQF7J0R4f)D@Q=+_NK`sW)_|RYA`sn2f6tt)WH_;vri8I=>
zx>7PO{4;mqOJKtVHcgVTkECyL{ynL+_8NIeF-oSEH49$hB#hFQX4XK(-y_peEGk(0
ziboa%sw@-X#Rwl7MEBJe(frf>2n{@T14WFWi}b`H*J~NTe-09+c$_cid6NT2RKtuo
znb!pu5F33`PCmIy*~e4xLVu$$#(Lo7{7z$6GjboRC94!6oJBXqkIlo6O^Sq1HLJ;d
z!!>Xc;`MC3EJF4-+nDg5LZYY;$sCE{8|CD{UZK}sT7M)wuZ=`bH;l~?Q;89ZeSVtM
zK#a)xo7uMctstz_%jD;e_)3*2`<evnho$QWE2q$%WH{=7n<3eOA<t3o3fv&x&r4Xk
zHo7FuS6li<+VNAR4Gt5|1h7dd%-+xKJ}06<ZQ`d^`UnvyCBDK53q%{dnOlW3DkA|u
zpeOHMiW|`%Lk#IJLd3kXLS?Bj)(vaOXQ{|`(S~6V;YXcRPwRZXm+Hlx6VdWCQEghJ
zsJD@ECNElB8;lOhE7`WcSOLi{UR*wD>(M<O5YtCn<Ebv<am%^~-e}F0@K(EvO+LyE
z39;6hQs@P}$dy;KsH{4ASC-4E#~Ccd&xwhsqu|2N7Tv8*J&Rk0GkfHe$!W<_#NHAq
z>M%$x4b#=!xQJd$5<;jtVqw%2w^)wCtl!tCx;}gzzH;lt6&M&W>?!9tTp2=Te2I7v
z{^veJLe4GA8VNU<MJ-0>RBFXI)L!uHtc92<k)-)^(|?Kw#x~K9nGT|?-#pKm2ife}
zMmhwX`c3Jd^zHoe$2@~!LY1f@a`9oZ{ofSNddl7MB`Jdn<E3mD;#Fty#Nq`)UZvil
zNs1AP(w2@Lz7vwH7h_LjFP*b?kqgtyl(Ecz&svW>tSyY{a#Qgf4<2Pr_?uLdG%)c;
zx69Z5brw1&&|+6NTl5_F4XD#Qh9NcT@8E232oDN&R<IBmj*G*1cm#tPtv7rf6<gWu
z;0E0Wzy3gKu}BCl^ZFHOH%m4puUx^u<xWw`=g;oj-4E~Fj;^mLA$5(pP26SW8NZ4@
z@b@FzwrBh(CaqYr=G~cKn*L*PlPAw9V;xwVKbNheF2v^j8&;R#TP3rglQ*oc%BPp%
zskmVb*AGy2j$)(A2)_id<sHJDgtGoNC}`Vt+zdG~nea=z#wOJcozE_AE*+iUz8>B9
ze)o6hMreQA;5}*Q2Tw}R&>@i~?B9VYUBb$P1i?gSlP3UqD9qD-eA+PiGK=fh6xo7P
z8*Jv<p;Ov(zji=!qB5A$d3S7omlp-fV;6wY?j~D;x_KFp-vG<5s&OGg`cuKR0A#`0
z+gDodGu?PjUVqC973vofT~&vG6BAHVH5%8slY{r0QJHTWR&q{f*H`&xP3s=@gkmIh
zOL~{#@3aiAJ;y)2yS$*XLZcBPY#}BX;CTdh!_1l|DvoX_U_%D&(+u9GFNs_v<`h2f
zWtHEei>0_B%E(bm{@ZgS(7bmMYVo4`#fzUK?fZal4wvh8BVRgsk)nnKKkZO6*ZAH$
z|6fGCRX`j~7cGhm?(V_e-DU7#!67&VcNrj9a1HJnEVu^<7Thhk2MzA-kkfqsJ?B2n
z({xu?)wZ?Qs+#$77g^3XY@wtW&!Q;qK*ogd>(BVPgh&I5VXrh*k#cWKWo9qxPh0mn
z^Y3M#EFlqa<nJGH-r#g67}bgZKC&ZWuFLK8XS)ak+!Uibok(yXvGC#C3to5}2p5~t
zftZVlhM0Y540^zX%%ViZ1V`-eHNuvy1m0(0+g``Eas>VWt!Bq-rdM`W2miJ)f`R>)
z%!fv#OoLlnPHcOdFEqFLO<Tu`i%K1HZXpbDWCXV1fNK}B_p<(S>p%)Q{QC#MU(lG3
zoP)m#6r5CKr2M`8Z@%)BdEKbgk~9|M`{wM^>=@?F*pQKsTdiMCfq!wX9O_c$i$4`T
zgg|Dbf4JLbh1nxV>MH~znG{VTmnEq|2dZrTPy}WwYOx~QnWp1kpXa|9w@%OXnUm=a
zK6D}XIE}t^=~3x9+pm>8=+^uh?LC-`%l!09LREmvWJofp?Li6({GhY9(oIu6xIqw;
zdb%g`dUG)yy07a!&0MuQ01k&rs^X08%Ul2Ci^CJ{S1<VIkfD*)hw^RPamRv`_C^A&
zaF<^QC&QL^SVTwzG;PE&z<0sZXMP8YoyN;ACN|~o7vD=}-JX1^4SN?H>WxY_W^Xqs
zn*C-vl4b^OxZl=Ha8nybWz<W<F#}1j4_<wg_P?}gwz`ub<cwI5!un(Sk&)lyxHg}r
z%YO%)R4g?#u@Y~F6vwO4VU~kp(yvsEA2&|ooj*O+G1{*te4l|2e^%m8nxuON%BTSV
zG&Pq^8vT+6n<0hQ6p8GxF+PJRPhX9bAPwEaWDK`yF2QY~_j7dVA6Ub`5|S!?sUh~R
zISH#n(K0_4ro%1+qD2s2<Sa9{;4%&IcUGqu16Xq^JO*ZhNjd`z`=juhZY&dzwO~8D
zz`Oh>6_I@&12SfXpI;}RacQscXqOkp<}bRCbc}%<Bwp*r)*5Lr$g!aZydV#6=y(oU
z|3~F<c>h4~1%$DJ(Och0p?met>-r~>&^{@P=iV|rXGvW_q@V@W2h7L1Gaw?oIUMe}
zVr{n>^3Hac@<_)TpU9O8E}2oFit$2hc|~}5IK|i;6u;&Cj4#UO_v|vK`4FsMd-_7I
zvQ4IzBH`<y+!pqtOS^7oUc>OPQ52678TD^gI<{}qfw&{>Bc+<!fo(xNhgPxer%({7
ztE&99BDwd~kvLm>|HQw^VDf)`^iOyHgpB^fP?|pzRMLMF$?*K{w`bdvzQohaEo^BZ
z5h({-=%7QHFkejBn>t)jWFdKAo42wPhFmY66qowGbKBwHR820wQ1AKQ-U;sy;(xvV
ze-LGO+-PY@&zv^G!%&MufQ_c15>&fI!iKr`7752b*Z394Me~O1&~%4-czxt&xSA$?
zeLwu90`Y$_quQTsMIEfq4evWO4`%BQpFFsUqSCJ6pkSlSgRT6WW{ZQ7j&27m0%d;U
z>_Eykp;FFHwr=I|;GhZe`s}dOq~F0fLp7WDE41R|X2jN4V<sYF;TB1%T4x#<cUoN|
zQ?c1=b<_XCq!O-L8Q&=_!mBdTy<3|I-+2vx(<R3_x$*g54AB!mOzX)1H4Lef!)0)>
zsJG$e+he~{2|XLtyz4IBG|yL#D0z?EeK_2&q>`sRwYjqHD~1Kh^>aO8mgxHOf4hgj
z(>0fnf7TCGz8~r|s}#`6QeWmV*OrHhsNXauxHm}|phgQcgWD;Gce#AOx1oRlzT260
zPyyRBL>#+b85rzmHg-7cp5>yfj7IeY`SDL~JG2V?mm+4$qk^hC*u85&I_pW`VWzLn
zuG1v6%}t^PFRZf8k4>JF4*@)f`NTN#j~Z^x6XV{bmPjzw%v)t1)*5fCP_9F{TY1b3
z6S8O-a%>NMR&&uK7TK%5z4}_Nyk3&7-!je^QGkZZf(TJg11{pm9R1mZs@n`Zrs(*V
zVjSMus$v$7wiL+Ch6a89#1Nc_$yCseuR-TFRnq3${NwMoLuSFm7hYsS>>%3wtRl)3
zB1*(nC%&eAID#c1Ak*_GSB}r5BfVnM-9G+2?D6ms(ls<Fy%m4-9XYZ{;DhC-*MhP}
zeXKb;V!Lr`(&WbY&u>YlWw|o3Rgnd)rrwHnA+jtE7e5lq%=}!N&9=nr&5_dp!fTV&
zWaG085$HlQ3c0P7jaRDhY<^MZTgR%m+go0&Eoj)(D{7}9K`&G#xcjKyW`MFE0Izk|
z*5p6wm;9p@2+%^uJZ1o#Rm4GL^k(fDC<UtRIO?XbUx@cd^uG7#>9FmYP`R|s3Xe7A
zmgWc{1TB`;e9aLOia`}>b>3lKp!wlW41`d}njO)2(S}GWb;VNb!;cDiM9y9eG^cQU
zizn|Oft^^k0&v5=j62n-#L8v2`%E99?6#NSvG3_eJKw#f0+D^_OW$aBjElro%+xs_
z7W7nx<}p$`p1MxRA-c7+<zuaCCIjjB5Q)o}(YH9zo1zqSTAo=gd(*>UFe|z62t%5~
z!!XBZ#d31FBEHYIM^&O|9lL*^1zUzWwc{u_i^D3KQT4!PopkMkVKbvTsy;0)?GyA<
z6FvL)ji0<_3Is>hf3(%dZ-qbn3L9eRib?mLjw4qi_o{=g46<bb50yN7Cz!8n;7B?R
z4ENBT#!NjXWmNjqA(BN^Vg}no{Zvuj;|dcJZa_}}ISK|rBg4?)e#g=ONd2kgYk#O6
z>g}5|sAPx`_4_Bc!Y!rJ&UEKL`*^D}mvJ`)+;IH{l0Yl8&!f4plU|XOD^q=uqBRm_
z;?0>Xz6L@z9`@Hykw?Xd-I)+{F|c*o-atGXxfnK{Vws8UXJ|?>wPVVR{{94cz*VGB
z8V2BBiZL@bg)L-tw_Zc?#wMNVsSn1X8yJDV)LxD9e2&*cgU8T1$TPr*tcSUx#?v^Y
zCoNZgiyGLIOJ^Wio8DDBHLsK7k8KN6AGY%ZvvJ6gsJ=Vn7^xn-*!4)Aswq$IB*Kh9
z4@$o!L)zel^%B1O`)sy!j*?NJZHqx3*}=9rCJEC7GmJx4{L2pE7&r%9zhdF70{?+6
zbG(FwL?X%m$C&~fNYch5<3frlY~5LS5Ub-gawIbv)mSv_X>q&8jQ$Iq)$#Jtl80e`
ztmpdpGZrg+C9+(%sMV++s(1LmVXXgh9~F7NsM7ZjihCW@Z+g`feVjS(5dU-;LbiPU
zp99v+B5spr<x(r&3|gm4E@LP}8o>pB6l|W}>6a^r6*&rZcF%NQc*4u(UXD9rn=78>
zL(2eXB|B?ck$xbTm#yFx^dhWFNs8>FTtK=sYD3=lc-Smcaclf&3ID4-UfyZO1n5eL
zUYI@J^j+SwYfjQ3xLJQpmpXEFWKBZP4nE{12kX%7gx@S>X~5?|jUD4e0xQaAJ=3Ph
zeq)!?J!)En-SI~!ytW#Bs!-?gx$*3VndF{VXqGuxe+uPJ7Z8LWL>F{#$ZKnc28PBp
zjPlB<7a<BZw~IaP)p&jTH?2vB4eUAS^QA)JUB$C3w*6O_J-p3<$=?ZYV`HXS^MkVj
zMXF0Hvd&p&o6a-%e*S|G`OGDJ`2>03aKj`KLBNUBnXUYH2?^>29;Dt`rQ%sI)im{C
zQ7dch?Gf$M<LodO_>I2uxhcX#N<0<im*#T2q+9MymYvfwHBtQ;`95k_GIx^8I|V*d
zA_Thy7Srs0lUE%^t-d}8WXN7Jc+36!3U`4|^QZsvB0|0SmL}&q<6ombQ6(%Fch8f4
zxx=_$2*`^|FgfTWk4j{P^V@`AwJmBN<4I&4Ba3&FGCvcZT&nWqxK5F-u{O4&<TAc&
z+@cFLs*&+ltB3YUkzf4&qS+@Ynq_aDJma9e)m{yFZD$Y}_`KlE=oIFq1t%iFeuH-#
z3sRZ(l<0c9M+z?Ku;7um&1fXjBydXej7g*dVv)x2%*zsx@=ufGNpAII0wcv=Qgzb$
zXavjHW~$?$0L;bFOuNq)8wP%`mIud$b{pkU3HZ9AhVcx!)dm1SYBtvYD3tRtaWZDA
z&kksk=u-%#1g|j5KZ^fb0cwF^Wg1^7eHIhSi!MJZ{KJptQWv-7<x>h*c5K!f3R&<Z
zOOLC}>a>%e10tJ>r$3+))_)Hp%Q}@TP<Sjr^3(Hs*Vud}W4O41u}86w-lXD46{tmr
zhn@Qv{okCbve7Wzu?Xb7*)dSOE4Q+YjXN9%5%Kk!%Jvf4q=AyOLQUInD<VTQB7LN9
zVw`lges`yw%K1M)(1RSm`|iymeARhlDyhgVh`TJQx))KqE`p?5HTlqz+*;Ag9^;pv
zkg1RJKg7hPixU+Yca7G@D9uVsepyf7>pGO42qfKxJhkLeNOG3lUj7(4=r|v$_q~1e
z>q@YYDwGV`L&nLe8Vo*_$by%fWUYxPBEzSZoRsNBDU}<sH=9rS(X!&MU2{0td}xg(
zRH-R*%9N>26Ds{ti^VHl{<-1W$9M!hS%#K_^2<U?-uI2^R6=Ezj}L4mI=hIa|3M_j
zO*)ionS>g-PSKC}kqC1-73VR3TzqzrEv2AqYyV)8GjfauyCN{*Kia)jJ91Ry_8i2@
zT4Db*AU=LD6KQ>tif?<<%9_Bo?KTp?Kj7^sry3%}=hQxF12>4&a3$Q;REA31>;1?-
z#5EMu1g&f4?nM=`9Tp0v%WqTft1HnAIhhSWJ198Jm^fuvZ&h)y`(i$9N*3UKgAHPn
z;_?fmYC%T2g)gc&mzS2+A9t7`Y2eLP<Ej(cCESr{JcvIE2~x?H#V^io7n=!qLCg8i
zD`(>%QLa%Pz|=o#)xRSWhQhT`S1Fl#*hpWH?xs`GLE>7a>!v#t=+p$QUi>QLx-hSe
zPp8_4H&NCBM84B2JOULu%D?8IyYo@wi1i|DLj6sztB>cHCn(b`(2K@X1WTO)9vtQ|
z&&NkMzX-E`ZZ%NFY?EHj724Mx5z%XeUnK$DHr@3B4_j0&{AP@4fY2XP8Jod!Vk)8I
zx@=QO?V6D>er#4*bm_aYR<lp?edwn%7e0&jx0iVqi5SQQ#H>*8=J^nt%$xg?45Pmr
zZ(hAtGAq+%%c1|iikpjHmoS*GTeVLtAtHs(n<db_-&e_EWc%N)R3jrfuCxd7$LDcH
z&*U}#gK7Puw%N^o#i<$K$G-z|AbN;Jwl<SgmQWE7#J&ydjJ}8_`1d{u`dr7Q(?)mh
z;j-Wa1D#e`U2YH>Og*={lo<jVSaPdQt&<M$dcLZd!Oqa#KZ-xaIz<)C7$AD)S04@x
zi@nuP_Rj7pGd5dQ5(PoqrlDEAt%T0J;e}2emIC^OYlEsKdGM9j8JlBQy*}dzaB7!V
z9o9^nUn-qn*Nw5T#b^TRMX9LUwvA_&d76V%aGZqIX-heD(`<`4F(a~(QtJ`OG|5a#
zD);CD$9m55;NOk<J=l?<?vX0dT!O*J@X=sqJ0{JBm>hJCM`-<G-Vm*R{vhP(?l;KD
z<ZOnhPk&u?ScB@sXR=PC_g<@rWVyJ+J&fw3Q_cEHsPUv-sG=#x_1*nIOf|g0DU_+f
zEH?C2a`1|s7()b4m}Hc@ys}zBF=CybhAz{6BkK+CoitUBa_}dr?k=jNSJKf}yR9^b
zSb>7v&*OUXEa{pN%Fu!tAp5HI28W&;SBalu+d_iYGe1AdY46%y)?Ljz?k7UNaXPpo
zEInERHk0*y)V6oDPfqb}NDq?<R5Tx8w1~xk?LUs@P!Ji?8pc){I9TvH{-x{0H9$DD
zyVQ$p?$(v^-=hj>we3u-$98Egfl-S75psB7Jyf)DiCL?pDxY2GlfSG5<Qt93y@K>|
zl6lI8>g|-xNznp4S=#ZeRkdeKG#j`yS(vwQ-_$zCuANBr7!sB(7a0FNc9L4ioxb+q
z`h1DVdpcTeTu6---M3UY`&V^E{^j`P?%Tif_A~#5UqYpF12Yd-hjx2&P1!o^(s64=
zU$zXdu4q?;VM-G40)M%G{DDaK9`T;hn46`>)O&8(*hT6M32UaqK5wf&W_GeCV>BG$
zOCTkSCBQ~okPbqWw6F~Bm6!TTrBMp^E$o%o2#O#kwkp2)>0B7*!)EAoTgl?pL9ioI
zR79`zDg>;vwy33g5szcsk~=wbsa@e!xP&8$p5u)WCuZs+=W-c26@rP!YT8zVv53p5
zYR%(A=>h=u!G-Yw`~~G9F}sb;stg?xX8>VVChkzz`B)JC_0?#!i;FQ5)z}1y0c0Gw
zi#f#*qtS?m?dgB7DvaHh(XboGzrV)jH}<4^kpBsz_3pP+K?f$n1^Wn;Nmia{mP?98
zN_D#<noz&kv0B#80T?~8yKVVSn_$f>5In-2;eVJ)w`f9_F*io!zvzs6c2oFPR@Lw6
z^0S~=>1ZM~Idp-NTE(l!t68(3yug6({L@|KeiPH8bS{gm<+T|+rh4W#c%1XU<JuqD
zLtL&uH6HXgfY!=!2WkW3t0t+r&jb-_tL{aG5*)gW&yi3{<19i}W4bO6^1igdxBpcj
z7>U>J?^L%%I~w}x$S=W%pE)<lMf44&#j}bKqyA@JThSM=R^NA9Np*emL-@u~3r*;~
zqeTDqr{0;<AxTJw2y!=;+}~#x1Vf0fu+k={;pFOYMtJMfN$?byKUM5ZQEFU1K7S8?
zxdw8$%TJ80#ERGupe;Zh_cLoiM#YdMcwiDpyqy5&gO0NddmJ~a=>amg!WUIXVx&cc
zktxu=)ws=eq#$1j;8xg@f{gLiee9|fP^0q{=evoeFwIuto;AMnKSu|x=93ziptN%L
zY0Bo0?ZXn?WZ0v!n9B!V<cUzGwz(x5tOTRG?TJ42J;57>GJilt%FTC4cV#v;`rjJx
zCUkM>)O#0{p!rwFsD7Vkc|PnIPSus|Xv#{*Nym~=A{CqKXc$Gi`YL$ePzClpqx1mD
zQd*ED4!(o@h~?e4JZgjbiPS7{u4WREoESX<{bbTkF=7UN3|Q7@%ekpsx7=znG*Ny$
zb|F_;_O=0&Hw1RksYXkM9W5WbS(pv_AV||ZxOU*x!jx<^-sg9qe_rU^%}I?{?;e-L
z^3Hvbb<*-9#4}g?IJQA@5zAdpa946G2f6jm#Ee+uPYv~Nf6j0HhmL2c#g^5Q1+rMv
zRNieLo~AT8c!?BC1M;EaiZw|#K~{F6(E=gL!ENyza+thVcMBY7F=!0e`kwgM#m>pE
zwfNg=J-S4RMhFcDr-K;v)ZTh9?xUOp*x|++_}K1+j1;na$h>`|fmjo;pA(1vjb(>|
zG>um@mD6*_`TUL*hs`kl4w}lR0eLChmgYm#eB)m`qoMS4tR(tb`pqWyZ>LZ$vg<JK
z%WJG!e4*zh)YxcBCxT^dZY8%=g{gGxtg*?iQci)d60S>GnO2uFR8e|Z`^<Wadr44)
zG?P;gZ%85Byq3)=_yw{Mbfk|~0`B`UxGJ>AMDylIGJ6r@)6}IQ$<D`Ek3RNlQ+q6d
zi7W(i1s_^+H>>S8l%qXbP7O}We)TMqeqkApm5`Y|d*`Nd_Z!aeQ&B}x7|q93{*>r3
zkT(6{ZQjgHkYp7!O!b8F3)CAGaCr_d9Ug0itll!*R>L+6UgxHK`XzxA8>=<WTc{N#
zIeJt&Id2_V^H>l;4h8@qf2F)Gyu37#hxe|Wmr}=#5hxJ$q0bdF0I4T+sWyl{JuQ!U
z0XIWp`RD8)Vn#rv@TC^ziPro0n*d2kg_#>MCnG6pLcHm+qJ1n5j-aEyA!3NrTjXCi
zLQ?L;<4MEhm<t=NfkM7TM6ca+x>)_1{N4ce-@ZOy*c3ZMyVx8PnBYUC%92w}_$ros
zDksj+@W~CUl(zicHGwj1;m9w+@X0@)_M{7jZ%8Dw!hCGi;bf#5@)e~9JU3J@?r^`t
zoAuAbw*i1Pe7G%+4kfP^mIGn?E8$!L8wcYH1ZGJO4^89L@;%|7`N%%I@HMO#KS4$s
zORZfcM(0vN?I>9aqT6WPY+tDI!wEWEY^3U!uvt93Pb9QoYFk%a%J_;JZEB4Vem4G0
ze4Jb9@a8X=CAN4(Tb;cnDBR|j_RHNb)5<+fg(w!IwF+(Jk%sm?^qwLb6wZCvE{+!{
z>>?Ho*6+eRWgXGzj~b1C-yham5kL9-r0duCE(IBSVqR(<vl`phVLS7Gwag9#_EnG%
zu35I6Kfj^sDaa~NZ3wCyk3cR+Jl!T3ee-attqvdiu6QXSmMRi*l{k~bDbO`r5(-OS
z5&x4-5hq&~6-ofG5mv)un>FDdK%Y=<E^!l6lT5{0Ll4NvZ-n#`lDWTms#E;F@KwrX
z0Me#V&==hq1hT&Cq0=BjxYc}*?~T(_>)A<p%=Ie?BZe~VnufsvvJ$wKoYIri^2(l+
zQ?&?W!woT&;01SOnm07bq_aIpojE^#89G0{=N;v-Ozm)*7=;SLAy8$fUF>$iHR-6|
zzCKFX-T6a#m>MjtFsljG9x~9NH&VA|syZ>!H!TQnF=R(2=s3kS_VOy54htrzCY9U$
zTw&Hq#*_S-(X_A(QtJa6^8$3(!k-weXg?NmK$Tf;nA=uM1|{4p(yHCQ4mf?jaq3}<
zX7+KTRC8CNc|GJ1HXD)|Cl_xx0PK{@ypdb^nIEI{8-Am!)Q>p$9QgY^#|_(T9ig!G
z@xE{@UxBaWlajthf%YVW(giv5#oe3<=kC}lG3l5A((c&Z8UX~_C6*65&o3%-bo+B5
z%~=XdPmNAq6QXbv11at8iDSyyIFUA<=BsHX9Jqp()-%F*5GaSk7^F1f2;-ExQ@aTE
z0>|6z$zqG`I)gYdEVJN?!Eh|sSXsWK*Vqr3Yw-%|01kYYiUB0JOf&(Xnblu-6w}-3
zyfgF-r1oJY6G(B89RDV2$wF{WeD3|Tel#)BM4+99@hP`aKSH%npt`mq7-`6jkdIYv
zVuC%x)(l-SG;KZLG(6lF_lT)x5#%VRa7KGXDMvXfC;^~4*iWnIz1yP9PZfum4b;|_
zpMD=)TBk4uf@1UJRmhRJ_mh9{2as<rIV&yc!;$?K-zA+aw(;!ygSs8pc?G@;CGU>Y
zc+IO1^AC<W^Y=N!rRUHHYeU-<k8X=0K0O<DuvS!xZr1vFfN(3en*A<VCO5dI&pqZp
zt}QX^ytXxGEP42|op6<Ma78@Dz3=5|s5RAj>iNexX{=ga+~HGdEG~1TpRmd8Hz_Jr
z%|DuSTJxjX^42YL<(1l~^Hoyonuqe@7hfo!1$Hom?3%w)s2XQ&fokJRkuojE;3*S4
zwPJYIwB-9JNUBONe_5hG<LRNEwow-L7hs-)#TMWHRI!;k7o~5o=}jzgl7BE^5_CbU
za|wv+qf(|(U3&V8@p*mTH}&nsJ<)uRk;ZQL*c!+3FufWrduI5dedIm*8~$2CcK74(
zmBQrzy_xWgf@0r!DIhsX7xvTNYGIT}<%}uo{xxMr@$nBDVnYu|<;ri-6u`?vKHEWP
zC_GCPqvl%+(b2#O*^&#NgMfYfrR8+46FQ5h`Z$Ia$D*g*KFPmda%+PuLF8k-b}U(+
zjUlaAWq&=qZn!nN)Tq0n^Xp$mThE^aKFD#$f@B};wkTBSs+FKz=1(Yo&jA3GN^A(G
zllvJSj`I8C5N5JqD#6U&uJaQ~6}geM{}ClU8GI^sIXV!4r0q;oxWGJoj7SY3>MKiT
z?{3O(?jK>ja5+k$vO-w{zwBbwXDLwees@ZJB$|ai(jg^9VxwVkcK3y@wcwh!EerSt
zrDJ8Lf}91<|4rpn!}raajrY?d@6aB1rGxV2ZzavlL939q0slXE5QMWKZ}N?g22vo{
zd;Sc=$%AL`k1#3Fs=eWQLo)R>+BO`?l~X?!h22j~NAvCET7IJCWQyI&uRque`g>vp
zL-o*e)J^%}Xnd@Jmo4exIE|08yAaQkbl~T9VB!vY`}i>`Y(N{%W%KRRSk+-Xmn>pY
z;Oc}`Oi}iUKrfOlts2q#Pk!vB3_4{Ee%Hm}mIGj3+nE~_-0JcIg4kk9r~`}<77kGz
zGF)^*#+pUN_5T5YIr5c#bKjUQmV1-K^rEdUgmLJwIjD4nP#ch5t6`TR8?pOAu@Sq!
zz#o-pHU=5}IqLuWCgn>LYiiBzlP)WZx&B35C?e3pK?2UQxvV8ja9Sn5&0qGOJ3+Jq
zpoaoLab|rhsZ)^d4kT{so}BxX>O<Vt;?&_w=jFT#R|j*eV6tZFKuz~r{usIxiEeKd
zI&3Qu{D$cKCaG<TYk~KNC@bz3Uj?v(12wd%YKIkgKxo3)$SC(AN~tNjZ&V{U<o&+M
z4cG(2GdIy`;`_Q?XM(8>^fhMBG)49`|9^3(QRulHNBy0V=((wK&)0IEeveMCVOhPf
zRx12na?T>t3-TH7l73jd`~n%~MUJ|BQ%IDhU_+_G>sLCx&4Ce;jN=REw~unn>*o=L
zQMW3gBn$Ji8MzSxcKro}%*>*m(uX36n=K_ItHO(&It^v(5xL*#)89+`_KVIGE9Mx5
zPExXww4<023wMUz8Q1nYp7g2;53iN7WysmAFt+>!ns}X97J>B)%jzeVXpv6(1qu#J
z2`QRZ=DF~S+m#BKRzp*kBuYHX-`_y&OSEORVJmPKT6H$}E5NyV>+JUR%E7(GNR9@S
zpMo``-X$^#$BD}8M{=WNKGq0nW+mI&lU<bM1tFFzXs+`dg{8c^s+3_Ji6s5zDkp#w
z&|dab@es&2o?a9*EV^5gBJf3C-HCpQ*sk+CLjgn&juju7*=XvPtRUhsq~{>$)L|1H
z!08M!>=g=ZIEIS?+i}B%yW4(#purzk(ki@ateh?0)Kg0WEttxC-WeAyViia3ftIf~
z$;=7jDp)X47_Cv8KE5V1bd@S@XUflRL9ki>wbGEU7hf#t@S2Rv{G@XzAXoA#ditfB
ze1d~iDmt6(t}palxm+t&nP@(J=}hA0*@0fJ*9*5rV~%FT6REpOXlvSX)JmEFuR2%s
zf!}{Jwt=LVXbDTi?{<0UJ>>;bivBg`dH#(#>LWBQ?(sd|p;v%Z<9omCBdK3<gpvz^
z)kB!9_{>qk35xsPTK2^6a@qDhjKw4F%5QAoUwMaFw7h2*25{pK&WQLt)nLx96RZpS
zl2VIh&_9zWwSOBEg28tIJ2vo^_*~|Z9gw)gogvN>4^}N-tH6=D(C7t^=7rhrzD5*Z
z5G6LS#iD($;Ekl7y24I;4e35=0OptdUE$%VntX(EZ!-AqYGJ9k`ygnjkqr@!Jv``Z
zP%Q67s*SLmUSx&v9-<JG*!vW_?{~#%kq;QRP-efOg)d<c&V{~@zjR3dHBbq1ybVKb
zVqUx`+0NW8%$Jx*$xgtQM*iqIXC&W+z^sB5<`tPvFfe5%TV;yY8s1+Fjf~WXSx$wQ
z6Z{H5XgZywQaByX2@b>tlXM;X$ixc6@8Ikyr|jzLd3R4)85A~<{h;6y<i;V3@pLV=
zY1}Of$8gIik+7bi9cMp=u-VvqtuWlZ@A01%QL=x-2FY<_lwb4WY}Zo|{ZxF_8se%H
z(fB(8Ha)jK)?9M1%c9#(=3|bPl(Z+-qy!W8Sih|1_WFxm5S<O~nURJx(U#?IQ)5jG
zTVz8MS<Aqa@JjO<ekU4OZyTB?k^MO_6O9)9?VVlPQBNPhad(!B4pMoq$x0bd547Ys
zL53|%Lm5mKm4&;pDxSRziq$yE$gfqb7zEbH8(Z>YIx#~$V#mO}eYOMOwlB^3%AW<*
zLqVp9qGv7q3C_-fj}vyB=shUxb;`l@7E};e>I=Ct9W8?{U+#SBsyzAbA6l<?dCH5J
zdx|WG`=Kk8?`L>-v;-;mm&f6SP2`4>U^?M>F*-7nB)3pYh$lheJocfKygW^3YG>N~
z`;=%T&3VeY7Z0;%mlbsIADE3BK@SRUj}B>+WGg(S*{2vpljm|)7oBOMXG^1;=#rZ9
z@yfv~B+*28i~P7}b+04kAF=lPa*f;*tL{Eacl8-O!v)kWs50iPV(~9?CZwCmnR&hY
zRhve=c0@F1v%pADD8<nd7KpiRRj|!`S<c#Ii(`u&JeB>u6TCiD87MMUD31L8rfZ4R
z2rmnsh31^v=k~<v!m#6R5W}|~R|@B}<2N4~+mA-!{aI6wT+anmp?k{`&2&s6Gj&r6
zC^*XBC$5HgAeFLOpOTdXHmxzuM9Lrzdaw>WVO(!xgnrBNbHF2HlG76xTaqXXMd`0N
zLsNC_>>sYBn9=ZEn%zIRSz(>LL8s)e32Qt5UN!F~wn#$=#MrMTk51gBBAPB%n2Yi)
zByg4-h_eeK#>Y3C8K~-7Ve1Wl7eug@tRJnCe{+<B`C%N4+>7Cy=Bh6Li#~FrOyRLI
zat`Sc8XW%TvgQvm9_qV0-aEt?gu59u+AU4AC6fZK?5>1Tb;@qA=ji#)(<IbuuXRt8
zjM<!?yaA^@F~m(g%&9!WM5Cv;8y%2%{*c%$A=DY?9YEpTk`>-IE?L2Hqw1!PP4NX8
z3bs0O5)VNNG<jeSLzrO^QvG)-$HXNX-;?CA_uDMcnHmZ^Q*;dL$^W9{Llfr+I$iTG
z@O+rOWA{atzYe1F-K26WJkb$yn5pe8YabadvrxCN%os23Ugq-3;AKdZT;S}?a<_E8
zg2M08Lg!nA2=|17I<ib-&1p3$H{F`X&i}C1crVAZ%73qdf<A0UMjE#^Ws0G^A=XxQ
zHX1d)E?l<9;%q~=##!M>7hK&zxo*Dc+o>SeiGx$Vzgoy3Inmro-aR)E{FYR~FS3xb
z>pWfDE%P(g<CDQO`9vZ6i7V@tBuL4Ml5;h-50!4?ZjYv<jr&pe?mg!4E}LV+p*u1v
zIwg)DO~fyWUOL*Fs3pD?eUuEiCj1gy^aq`_nX*BXu^10fj?K)Z#a7jUO80p?XBIrd
zH<j_JJnM*zv{L?-iBRYDbZ^y@Y3Ix|Qd>E_^YEwriX5P1)7dF^vJI_O$8PB0$5dDJ
zK!OsuTNT5$e3?JwHjCx>tkmy#U<&%;8s+&3tyQPL*z_?_oY#WXPiUqXOuJbDu9t-U
zhaYTW-hf$eQwykCoZ~y`dl8xNd>vOJw^B@JLOQ)9a~+q-)V#Q!wJo-i3Do-T{v=uN
z*z)znLM8=|Vy|+@aFAGo<C4e|nsf+7d{a2K>Z%a=|Ah7x1FD4PHGIbg*yRS%)RJCl
zNvW)X5dX#EP1P_6Ud}U#ZI#fvp|cXrJMpntP4i>u?Z{tBG`PqmE%IaKsUR>4ggZ+;
zHJssP9)!;9?cXvq?*eUnLMi{DY3EZ7?WCE9b<!e_l21|F&>!oPO6jrUK#6QLsrPf}
zTaemrBQUtgqt~pxMI`y_-1U4`_+o<l<!_CDW1g4P5WleWKEFT~n~p#mYYQ{$$*0jN
zQlmA|y(D48+b)RH2gAvc1uet6p=bA&;08KC2C6Jo_7v3lbU(4V@g%+{$6i{~4i&dy
zSM;_yBs2OPi1mapC`wxGw3}O#s7+gK>W4Wjj7KiI&A9$hIX0kFi`~Q$hL~+cZ_|`~
zvc}mhv(VO7xA`ZZ>|2-bXkHhvQHMZ=8(YrDp&2fenbav4+}I+P^o63BVxpb^+id3C
z|JlC!d7|c@J)7_KjojYu>%&bubK1ew#P069eyQv0DJx(cOf=YhXqoASs|W~*CB3E|
z*qm~^kTs#i{FtB$hi2<&o|e*J@Ui9nhem2TH$;CbdN4mqkayO;qJ$tmZzQg3*!F`C
zRsuQBwa4|r>}}};#IJTD7x6iZ?7FPA(5Q=aRM1^;pO|fq?uU*1*vwHtYmb*VJLd;E
z$A-~jMw=N9SuoIGZ%kJXR>Vzc1B+>s>HQL&yf3y)p8Cndzg)vK#VEYwy-YUcCv?Ne
zf>uApB^Z|12Aeb|4XeYg?#@RxBdCt%J}3<%NSoK_PyO8myA0+Y%J46xmf@tC!01wr
z#80F6nMslTbgl{y-uWM*=;V<uS@3<66WrGppTwrl_s-l@XvVVL!vh|q!{*n#w75oR
zLXhn!FMu<P5zCYg8ocPlLqX4@OQw3zDOX~yS;PYyabvD9pu_t;$-!e@{8A)xk5PKh
zxZ>Ky;d!TKj>K}8xU@i_g4Iui!{r+L%M@z^4#b}&utK=alzXW~L#SFTYqHn=!U<S2
zqW5yigLx+&AbJJ{AY`%7v}5-tX|q-`qz!%F)R6v~ooxkA_!xWG1mbQ~62~yN>8^fR
zr(B=p2!x+|kQhS{Xh^_Dza=^8A6-3C1~z<%yY$zVkZPS6*;hj1Y@~+OSTwX#+)1J)
zn+SA$_(GBZYEI}Jt)_t3O>`5QPf>nT3x=yd*m`hv4Dzpfm(E&0*C3olG)T6HAh~ME
zcRkbuAIJSZxJb(UJ7FKN&w=xy>G(WBRfXCR>4V{-4VbNv6QdJr7tgT77BHwjFLoxJ
zP8OV^dwfj(Wv%vQdt!KzpsrRKf=nG$hQ#`Klk^0nEDd)VK@Mt+GK|WAHZftW4?w9f
zUzGP(2r=qwHpnnTx7`O^4?{#~Bboll_ee2aHXb!2C+UsGIjbk-Y(srg5V_uyo1K$>
z#biX(gpDd*@5%v^Lk(LmFN}9y<e?CWG(7W0QtO)sb?S^M@Xn_rU;vV33p6v8aNa`k
z=EHP(r8;UYm~M5-z!hvfZNZlIjuc!d;<NH3+<&p=l{6aLTk<SwWo3invq7}CzXI`l
zU+LBT0H+6Z*&@!*-#ZeUq~?64RLj}6cc{0SbU2FI=O?<Xxl(ypAmn4(%rHy}R1h^v
zpUpNuT0mb*h!UC`_i4z+(b0JW648|830e59ByZ2kVN3<Sd)zxCytF~R1QQ?vFcOuS
zcI5lSk4^(jTy&knT3M=%rfSP0T53hq4d1trcwl#BuXcX3LL3@xN~0#-a|95Mf{gp~
zBT$wbDogQLiEJ9iM%AtlPX#HWXNm+cWgK)yxAVxrG$|7YwYRB5ake=86Du@Op!aO<
zb2^_Qg|7byHrbxEX=Zsyin8soCbdb-NPNvFqt6JHHg;2@fsiy|=oWS~xXfilRbpIU
zB#<ccp*dR50MKdj^?DqCI8xL$m42{eV!1TDA$L)iw2R8}&T>RB2UU`*&|NG;7w*4I
z){tja_SP#&qad~coRX<Y`I$ew)$p!$DSmMHfm9>t4u=S`yA=mCA>F~^wAP$22qsMi
zzvnqM75*v^4vENb*phltv$Ep-7WAVLU`pgeW45?r&p3ku;DJ1SbT94DpB}I;DuNG#
zI>Jv5YGlDWhUQ1Z!d#<ho+71WA7#Jm8V$``IR3&>!8<ij(8Wbt=acN24EY1x@+!E!
z{9Dp&HsO6C<p;Ih5pZEYC`lkl^oJWwUojY^vEV7aRn?JjTdX<y7RK0~nDnv+VTETl
zVATZ14J*o=m8N6ixX!i^V_5vq8==6dK#K&{I_;}%A;~h2i<~#h7EROU$SJSIWEu(b
z7TGWjzwF=D^o0yB<wSNf%x2_Bp)V|fpL0nFMc|V-^~P!_f<9@z^nqeS2AZ!-H4^_x
zKd545g~?@yhRhV_v#EX`@f~M@H(@Z#m1h}hnG5k#i}CC#8cSbK$Q-L$=IM`RiQVZ_
z)!F_Y&yeI#@ScH$!%dZ^s=$yE2M$zP$dYRqD((6uxpdjgniCuG8<a!qlKp67;E0K)
zR)j*-&1G!tr%2Z=*`~CU%bFwyVsxkW2ZhRf(2ZR3vm$cEpZW^rRY23Uc$;wqkQYds
zsXNxNT%@&xv9|%Y6vogkWQ;!vC+3jqli0)^N%-W<W_3gy2~7+V>)yzZO3mxH4$=r8
z;fBOl@%|vg;e)2WOF4iTH|M%ILM8#^8F*p*lJE+*{y&h6YuDVJ4&)T&#8_*6XcjiQ
zrSUfDGkUXE&CDrc=_PT@#h-Jd3F(Z7FDnwMY8q*10AoaNLCNO8zbyzI`KL-e3k_m$
z_zHt{9hZM*-i2MReDojiAa%=t?qoMVxk*XK`F)m7_4B-8XAwI2OWeN%a>K}XFLmD6
zz=bi!H2k>qOL~9L2LEVn=a$VG_5-r9TI&2{7S#=p>wQ*!9HbOYnfLofipRfTS_Mqu
z0cuw}!-HhErh4@GYPmA>v~(@S$#qc}LsLw=_2zekuPCzb^#E#{*-U(M`(<qxgm;(3
zfTQk%9RK8{VT{eZp&Rc{n_7}-msKjFh}(pMfow^#CExGIp?!hE1x(TH6x)eGpNS6d
z_O@>y*<~$%hir0gd|*W%DO28(moT*ps{GW`644{kkS=HytUi8VAH#<xnZP^ql&Q)0
zSC;~zA@b__&LH#9?br7zK01l4^7rsaZnOE#wT+{N1n+*rt*(>*qV_gY;}?q}Ri?4*
z;VTTpU4$3lV&d?fX5U~FT@;=OF>~4Yz(O-1w#B5Jco>8~V*$Tl>Jb~V$YcL>fmvKZ
zZc}qwTCekO+po?heIvcli0uOrWQVBLu}Zia;?Vy+c06DX{6ffxa1!kmOvS%k{lRlG
zHsZ&(X(u6icWqH|omTEY2?#ux=DRP1=W=RVXrF(RN(5*sOxN*;o7PIlZo3=mm$z*R
z=FgoV3V&FL_*xwqqJ%1cm7J5?EcoZ|Zte8rG0LOO2AzJPa&HD>@ae)YZ5;WfdSkbH
z`Rlu}ZV4S}<6$D!dA7lAn3k#P$i8mj>1p9<X;p1u;1C1u?NM66m&+7E_(PMuwSX6#
zj>y)(v63)iOmt<aAm16QeT;&B_>PTuXDe;P%Nnzp0D8e`8b@mmsaFOfpI-K+{^IV?
z5^9y32Cygm9?DTY0Q0l4;CwlY>7e=7Y8YF{w=F9iblOFhpjWL}ABP3!t`by@3PpMn
z9%;zpj}mrVr5mJFT3p-lb-4EBc7%b0*s0EvZF)y$guqJ1>?!EY0Rz21frMVjKMioW
z>ks3X{pBq3o;b8llc8ZFCKTM^qU!3)FZEv|Ulle!hXq*Lq$SznxD=9276*HNcU&tk
z?CfX@_ZOv~EEZ1u^EWf2Z5~tOJ6MGnVO!my;Hm5}`MZU}M_rjF{r{wTa|^}dM9YxR
zK;_U73C-?lfGxOG^4jflU3gwLMSv=}r0DeiV(U6VH`AD>f>=SlX}o4iIw+8@E5<{K
zrg#zSOZ`I#UrOkwqDIVFQ!-Z_iCxr`t04Bj(yEi1nlx6F-Hpiu8#dqE;h-(OV~aAD
zV&9~0!8Zz?af>{q%sE5DL2C8%#vI$`>?y#^mMw#-7cVE6BT`NRm)HiqVB87~>lcDO
zrNdfyyQz00s9oq+w;|l`oIK+NrI7y^^VVa*qVj-W@r1Q{k4&>TKWFZ%EYrkndX%bK
zQg+tv-zHd>02RtEq+^f|t<z&TKB@h@?jO#p;(u>kWdthl2c7X?pkIUEyt!po-HWD>
zMB<PmFOq60C(p)2FSweMTxW|%f%b`bXaz~;)g3CsVTlalXZRTl9)n&hzMWr(Cp}ut
z61MD=)cgp@WRnE2tGX>%Xq-_xcm>uAC(t^8RV&Y<&VnB#R7&AHVphjRYyQshTfKrW
z<HaT1c1BYehFv~`PZ;4$6e#Zb618x);)n=u5BPd?m-SF|pxys6&@8)XHA*1yG4f<u
zOAOlF<ZXj!*IIe^vvK=^-?)8%WhTeueeJQghR-S4F=ro-R1QwEKhX)m$ls%LHod!>
ztioH_Y5kyM;n*PcdNV0pAV4<xZR~ySDeL=*PW9HK>7u*RUj3pwgVyWZ*+StB=Qt5{
z_T%#p0z1Zjl#M72Wz&B&@@HUweCgt%bB++JQRZDPOLK6jtpF6BKp`fO@{1ZD@=ibK
zia=N8b{cSf8!R-3Bes&g3CAopWptn}@!=&Qq36E<vi8OM(dTmQN?l%hst&#X^TB+P
zjdmH1p>!&}GtJn97+;}a*7LEcWFKWMWFnemIr(>S_c%N(%S<+UYk0?@-v<3f9uBZ4
z^MM{8nOmNFuM$@=?Hpc3n~Df3uD+#$fFV|nJ;$Gf-+yOLhO(Ej2%~`DC{TFmLhCu>
z<s(GP_Ai&w%TqGz9*3YW4O~PSt()Vc-C?r%>_E`K*r*&lDi?(KS61cjrDR_0A^bZ1
zR(jjKFgq6DyD_-@%!D$U-jO1QN7NVLPmnC=wK3k<mOqbu?myHNc6IBP@+&0;XX)bJ
zae(>v!uZBdy^bZ*;~Te1f;$);`fwk+hTr&F8<z<bSz$Kx*q*NH#@~1nCY54i+0L=j
zr3pzS&r*;+5acv`r3MSTrss{~eM29b-;{+c=1!Z}_9|qd$A-KcK@^qLxh;1MD2t6S
zviaoPW;^qyTqT{Pqg(r}EPPIo753izXdjd|BHA*D{8vvF&s`Rs+x}r0^n>?!XaoYj
z>kzy@N_qZclph}u_L%Ir6X*Z!p;tvp$Qd2vDF&-ghiq)1)5maa>jO~0wYU@ne*MP;
z6Th3E1;j`$zxc40L34eHYD_HC4I#u^DBq?8!gHOIs!Zj+0T{2NC`(Cvnk39XW)$<U
znjF>#@hMmfS0WM_Ssfu0u{J$AQUVn9#tcG{-oQ`X=z-+|$dNigr>l9<MEX|_{xT1}
zD$T;N7W{YcCr{xu6ar|59aT<SBLeY;efoKX*i@twM1un$wZ0n%$8aU(rVi&Q^kAxI
zH#OE5@ip5Ab4Cb8U6X5l{5Y{h`fkdq{9JkDA1rHX!`d9``WH;rpF;&yDsyiH`rnc;
zkxibdYj@}4{=aTIviR3MnY|%&-q+{iYdtkY;nO)VGOpVYzk|EP*MHx>W9$;iShdjN
z!PEG#1AVau>WNB~MrwZck$Wn7L9&=`V$(Z^6Z<myMDi!X=Rral*-()AFdBiJ<go;x
z6E%U>oZ~&^NHT}2r3uAHp$vNZ{U4W9XA<k;mS3BI?T$dZiQTw^P;{%8@7?2bsm}vH
zNO_xuCIqpEZHD@VU4lD&!>w5z9n%5lrNaF|eloT+FUw4>Ag{M`X;^V`s%w34g<1KX
z1=WGyR?^FpzbIeSvljyVYgYA2MIK&}CgH&}+J>pA9D$G8P74+EUqFKP(<XhgMA7Q4
zgNzxzp~%lriPmIouSzsR3b3|sR_)B|L`*l%{+_r;k$J6K6wEs8SZw%*Hw-E#fxW)|
zr+C64krC?{7tG3{rtF5kp0I}PK^srMsO$U6Y+RP^TFNI#IHj@3)0|VKvCN}%o*)m^
z8BirEbx)^38!;M9d(#65MXr1OTZQIg|9ERLKzT9JG)EY(H^JrTxmb<nPF(QzA5g3D
zmZ&#2qoxh;_wQo?1;{wCbZnSb09l1#Df4k{EFrHuSZI!+N@lmg>wQ(iZsL`KobYr5
z-0FR-31tF3<{r@|RL2Q&tDnFnL!z4yeFNhkx~PKpH)g0tdEp;jlkD#`b(G@$l`UpA
zf+|XW+Bh?~oVt}HL}EXGTAbHDaTVp78Zb9qV$2H`zGSb?`+7Ds4)=P*EI53?!#N0?
z9tr5A&arMJWE0eGkT-q~MD@m3)0<#(Cvn5IJdQ>6_n4$Ie*k*dz<Bw4jk)#HM@3SU
zgQXgW*PW6?1EKwoaK<Uq=T2PnU#FcsIG=6gzSX@Ay)+V(q9KUX>Y9V(^tWkY|9pvl
zq2n^!yE2DWXJ4%DkcEag=Yo^a^gJ&Dry)Jy_q@(5weXt^HMlpP?Jc(6J|<?SY9@<<
zL!D~OW|0rdGySE#j*I8<wk&gAZkdF+zW6kr4n6gF|7M8rl&2CskuDf{Xd0C(_`$4@
zn8_(cD5A`lF9}meurJ01Ze#?;To}Jm`E<^Q=JDf(FVG@25xIr;ihm&{5~PC@D;eZz
zz8u*{^w0~eq4d7>^3o9sikSIUcPh$qpG+_to!!L?uLtp<Gy&k^0rv4?4Fm`qwM|Nr
z$Dzz!mK?|gaJD0bomj?Vz^P8lJIblc9)SW#*@8RA?zMjrjt>9Yn0pkF<bK@{lBR^_
zi0jQ$N=CJ_PV={@jzA4R$Dv1k_bbYp^M68G2=R2$PaA=~t@h$Z8-SooWRFMNCaS4L
z)oEt#&P_u44IQeKmuOj9*p)DO7+I6~i#C{FjG&vh-3#dp%nX8|1g=R*fQq_E<0yzY
z8=g{+#Uuu}oVUZQ3h2>$2m!A3^BevB_OS6HNShhfis%2SY<(Z8%exFw{g)H0icwp?
zUa!>{{H}~A%=%hMm3KY!LD>a{+X4<R+|KV{`jDq$)^yW}zM%|g7YSCK<C#oW9p$-Y
zrTqd9Y3N=mQ3QA$&Fx0Pe9g5Ob7kmv4Xr{+SO*wonN}!g2mp9_JhV|==0TH9EddUL
z{a4pA#7`d1``I-LC*6x(vcIr5H_U0RwFtu>`xTJEOoaQp9?h5Zt{2En$Qk>5N=UM!
zZ$Q$jPHfU)C5yD?JYG$>w3zVn5e-rf##?T{P7@VMRt^S0mk%@z9n)dYl=X(y;E!Kp
zCAY+fVxKKMr(-8kreb|{zL;8u_T3wR7Lv=AzaAP73#Me~$Y>MUdM8^K6YZ3G8OrlT
zkGZ(g*xpJ?`rj&EAsrM){+A!crbb31pgYWP9Bs%~VpQ;8Y)U18OD6A%Jp_-y5;FtC
z2?B4;#*{@>pAdL&%e1^4L&|(@Up62fwk6f;m7;<Aa+9xh@<>gf^H_F4@BMkD)!*d7
zAsnB1a+e2e8^%?+;UWM?56GdFfRhfEctk96<x#Z-z#QiXhraKX>IXsgF{!eh!T>ut
zfDGIhCB$!%<!K=&DL%97{NH<Ut`dLzFohk3RjJ;bv9rFyPN87G>;KgU=MWU_Wfx5y
zNGP%oFXgt#pVd1>zUqeeCP*~+@8hZu@rvDcy10=~zMxu5ow(w^lPxRjaHHb%lH+MN
z=O~eh44BIKI2kh`gN_5KSCk@>tx#+}ydPbag?85oovWz6Y+KNyIuV6lZg3(G=Dj9l
znf=6ZprRXmx(Rr`|53BrQX?^Qk1iCp;R|cO8-ClCU2(`n|AW=~uXnYuz(gId^`8}g
z0%7h~Qo8*$E`u*b>TdI&iR-N?(jR)hOG@r=#RiH`e8YzImqcG6`%il0DAk($_VAe{
zFGC9Jj=SjReCf7qW_)0Ny2v<%k5%1SFdxO)agYx9<()d}P`pc&^vKZ0f3;U}n^{rj
ze+|q0SYe}at&GyZ$i$XyZdYcA4#buJSpCjJo!AjG@k?QG)`R@f6ufJ=!aGu)qvla$
zfxi{CyoIK-htV2_IbL|Zi<qa6bsjSM&6{^Ph>8&f_vGdlsNfNj)+>IHmrrwf<VR@&
z9t2=}2d^v%$rh&rmSV&8=PPVQ^Tu>)lWa9KSHe)tx9l0^<%I76Dg<6cg5Zqoi&PzZ
zjeM?NFuGj{Tka_o^9bLPjP)1f5nuP3jH*xf+oYtCvwUc=hi`|oNLw9U<dIZ4Px2;$
z`2l2dJa%yx(vpD8tW&31`@2)0>tC@G_(><FUdEFmJTAns9;EAMW2W*+2FGng`dgm=
zpkJEpe*p@hej)-H#){ql)i=Km7;W7~{jm;b*wPg4VY+0JDLs!7c_XtKs7uK*^Bbv0
zz$XB{61NXui8$Q@?Ws<oV`0eXqN$*Sk^mcTeI9;>G_rSv$9JM^IT`37eU#VKY|Uh#
zQPS0PsEiK?Zj8ULVD#+s9Xx)>Ns=_<Yc*#LNByyoJ^&wZUpJpkY1xr#>{#mWf6JT$
zcAvT`RF<l>8H`3@xUe>90O0>=fKKwCOLlHj!e?d0=>YG0wB+}o0t2qUNfuV02@U!1
zs4Cbpjn!a7+TLz^7!zSdvP=6EUm<{Yu=xK8okOQ$5w9*qkaaK62qNCJrol;fOgNEJ
zfZidq*ID-GE=QWgEL+;{d7f~YpvXyV-=v7D0npaam}6En74l+2s}HY1HwEZrAaco)
z1&+A{G-bqnD4l_#<-UwdQy{+urvXczFIf5iWY44s1-5BfpK95h3v=d<C;>L2nbH?m
zY>357AM?P_3Mm)0)2E2&Ur>HD_iLNk@*w<J&~uid(WXPT5!12O*wYM9LF6d|rdv5#
ztp7Q9MG^fui|c&P!^?i7rg;kI5i)ZcVHQj+r@pH1>gwZ%!8beDG6;g1(wx)dO7j%f
zUy;G$lynT3J!)ns7(KfImOS<?s|%9?XN^&f!8>HSNMyZrsAv{90QfiF-fy+wM;?83
zW4so=fL0h|fMTPK5x439%9}d6Y(#go^gg>>nGx_L^$WnBM8~9WQMzA%6VolakeABS
z1-F!gvwf%8$Ro=D=HSBN_+HPS2BlL?zp;0UorHR+bt9C~XmBuds!pMR!ddDjS#ya1
zr`58Gopk<buV6$~P1kx&<;OPL!$JdK>p$GzIG%2wDV%TorhI6dAHSh0XnzbzN?K#+
zc1PM*YNyVekMySjs$U}e0e(dBJ_kn=qRR8%eAsi$mW#KNJ>lzxe1_e#@H+uny?&1K
ze>oH}or%e<!ug5-on1ne27q7ig!6J*Sr}`PnPq|dNRgukQ2q~PZxt3t(De@ncXxMp
zcXua{;7)K25Zs;M?(PuW-QC^Y-3EtY=l#BScc1^oUhG`W^fS}dUDZ=n=bWFsQz9$G
zTWH#~yPXrs)%Q7LxR}X0IrvX^pM4<E(JRg7OED8sXT53a`S8y{Lt_W?<{X3xv67}-
zl|@04tqR)>jV?n&)c=vsgidV$$w)xU<WA?2N~bzY#g-vJ-3_ZkQ;{i&!)jg@kt%ml
z{6-I>|M#DPi|w^QH+eUg5SqI*%!0K;r%iji)Py)1u$Nb7Mk=3#6+87!ObWs(9~O@H
z?*Vy{8z(gUS^BUa9YcDV^}ejKVIwVV;3_Kdbo$PQ{z=q;-J3+h)UJ;aF;cpTc5l0k
z^&No0@Cw_`UO{xGQJq2pA0(aF0U(qYp3CSDDKUK-hsp%nGRy1dKTG(<aabFG<=zH@
z=-h?rAVm2XG{%0_v96>@%dUd*wB;MBl_jE-Q#rR)R&q*mua&g(_u1e{CGZK(p=f&^
zP$F9WO7`17tdFXtxTIERr(yw$S=ccxfrOqaN96?^hg#p%L{1s!)+3g2((oJAAFF4v
zHN^NnEtWVRMx6iFs(AhrXz@DpQ*S!~tHx@~r)7JF{mI)p`}j8-xS?DMc6dhg46Rdb
zz=&q^&V5(7{)2dEZ!cuRvo@gooS8lGF*9s>nW!TJPnV_{HUjIun(HNYA#%m<`w%o|
zpFD&z=eJDUtFGWD43YfL23<xxyrnMhfV&62X-=N}lzRUxsw`R|1kRCVHn~YQq^VlZ
zRf!T5%00UOgt^I&FBC73BmH40AWqO+&Q8=bcX>C3l<p|RBU8W<K<avaVNx1nSr>p<
zeVf}2kMX}NL8h(J;Ks{UQ+*{{iEhLOgLwR9%gQ}5S^S6;T6!Sb@SB|$7AS*Jx*Csv
z4g1bJ07w7v!~RDmB}ArS5uk!v|E<`={>Hvc&v!t!-%Sq#&M!y=yP>$e0*-QyT}M$J
zHM3&S#vbu1)a6Zu7zFcGYBtC)BxInZ4=mw9dtyV3?}}R`+h{2Is055~Rc;XafB-Kr
z*RY_Z>ZFL?7)E0`_PDHSaoI{fPi!=-<icnYd@uQCUJXA;tpd#8@6XQU!;(`Oj`M}i
zQ>SKSn+3-qsb=YYyLvOV)D*dFjweXWv32&g3Tgbm=|s%d`8GaaPj{M3JQhXz)1;+l
zHe|nny+nNol_<i~9P(pHU1Bnz89Lkeg~R3dMAD(tf^V!ds+<|tWR}67xT+9{6w>28
z?ofOtjYOPkh8$qj60eR}<{`DWY-VT%Md=0MCgFB!Xiw-sYvw@Ocny4kp)#27WLT_{
z91q+h4oZUtNrV^5di?QU(xv=3t+m9)n~+XOqBC17WH~_N-b@o)&9XXnG#s87P-x>%
z1vgUB%PD})m;%v&hqXELmfBK`9d5m70*OER%oaZj@k?0UG1|Ie;LkUE8iXn9xP`I<
z*!K8vIW7(6mgw)`z{)%;xWd}S+~5IEkTpA}hm83_BAI1_+sQpAGy{c`#_T8lOFJa0
zUxomT@D`&gGo7V<QVVGIynu+%pfC~_<A>8hWJZ)vbnB{g2ULrbgP_B@nDOhn$GwL7
zL7Hnq{p`1zs+2Oh)ulIImR{zg<(fx8m8o{(3#DW)<kyuT*P<2l7|E=pt%;vx@w4Ld
zR$5H<muA$XpxO6ZvB5=XYid9rLc+5?mx;A~=yxJliY!&xqI!@WV)HW6*Kf<jCr*xh
zB@Ph16~xg$77{pKpi<C5FokQ09VBxLo?+(+fmBn4$o96<hAMi3{~=;zfa#kn0pz+f
zj`HD-!Y(xVC-2qhG7}R?0g@l-15us$DHdzT>6NjxUStA7$0O^+`;qp&@nHJICM>9q
zmQ|^~<`=At`81Mql&jWqiq<(lV{Y9wpxN5eWhKW}xG02RUC_hI<9lR?)T$UFK=@rS
zl0K&fYBvF6%^Qv4Ag62^^dslqRn5e5D9{!Lv_8zQA6+hhf?mfzvw{1I#LiA2sz2t~
ztrT^8Ll8yX4qViHXva#y{W=>FE9=^ZrlIq|Qt4W}upcIWz%-Ix_N0Qe8Yg6i9=Oy1
zJoRWmJotdI$1W&|DJ#1-?LZh5CU}@L2vueY_Ut(Unq;<10=lGmvt9Pig3}gSo$!2{
z{G%xy{fplN-%6K_`;~s6wd$chmm>)amtu6g$c(UjRh}x(66Q2gj30ncd;j`D{Z~4R
zAoR-?3VKvl49Y!byw{x@iPN|}_`T9SJYnzWEP6c-x{rP>sJN-1#q5s_ksB9U1J5!P
z84x6NI<084koWfB4Z9l;O8tc~(vETJHL0UQ{XL9S3TjeuLx6`vAUBrq^d<<G-5oTF
z&|ZDoxCjsscl5U;S={#5?60V(b}BTxXGwTiJ`M<Mr^U1RSDAA<#Uka=gaO*pNy^Ef
z5?^aN{(=DDn28m@#~@M7H{tnM&gE?Ip@Z0<m!rm^$o3W&!9)JlGTbK^)(t-!7;8bm
z&m$U>)k-QkJ+5v!zsL=l{Tr0+_&Nv&RRfSX71MGaW?b_pZDcW!=UkT4(wpi<c1Zz*
zi5c&iUu0y9FB=wVBP!@&oN_RQtR$^hp)9Gl3Rh5CP+g|_vOd0lp^#U`I`kdiC}1c1
zG6^+VFiQ6Gk@B$>Y-Cd{$q$r&{fL;e_-Br>$DP><f;51@>`Kf-OS8CmM?-6Gh|ha`
zr4hvX>ZpFh;<RImLB;T4pVJi}l(KkV<2v@{G`1x(<R;$Bp}#_%pkA+Z8pJwhl@i2y
zARdxFPGf{EJ~}x6`O2g{UKx_QC`<>iIVUENn{Kacnm0!{E~<IyvawDirps|$P@iwB
zPavV}9Q-`$n6gwLh?O`fGbRo7vzf~{O}zn))ONE%X)dg5$ZJg3I1Z-_H3XdLt=ngt
zU51RUNl60t9pO4}VZBc8)(IE!7~G|yLGFK+9I;Ho$$YaZ!UX=Zd|{PpYQm)pP7v_9
z|9h|798C@g7`1}NvORpk(MA;imp<Zi>-KwU*%5=(LhZhTScPp*SAW>tiHcmTVgM8w
zP5>IFWyP^hH~CT4mdw6UX6O_d>Cb{vNB>gCr{#^xRZdDNkPB9YY*gmC=8h_hEjX++
z76hp1Bs=&QI*0<!sote7EI*__^a|fc3I^&o2=-ybVWb-ul3gggMFhUelMVyN-On9E
z%DNY7-g6$&k*D;{BFt(E>0?!HTlimyAS?K{RireDGS9RhJz2v4DX3a@)=HQLwWm#K
zBSbLpQplo`a^{r}N0bn9AMR$!+J+zg8-vcR%X*DEbJ+!fAzCN~xmT{Inl>@f%@#7^
z#(f=~A1;I+kSffH1=XrHA&v~K)UY^!97HoXw7k}V*v|1)JG`?c`E92S_ULTcRtB~`
z^F)>ltoRyYCQW$$_f>*_v>ZUH%(qce&jrU1#c4-m_^}T|Sg<I}+7Wbazt{%RM`vB9
z$C9t3`iCuPmHkn}G<dy~;w1HiQKxgA?LZqXWzBfjz+pe8e)iY7<G$*Oh=tp%^@)q~
z?^`ftrX!Lj^-2=FzP-zLVhKR|%uu0+SuSKySZuURQgDkg`G+@q0Q%^Xm_v#BMRrpF
z1fFvI1HSYhSY2Y;IGou}36+QwCIHwZR8)IiY+v5KX#fMXw7$A9dK~(|YI)cI>_5Sy
za*TDCJSB)^6rU~>3>x(QqUJTuMp*5USpFAS@DZ+f)uAQQa<k!4I`@2vhKd-@F;LlU
z1i692&e@@zkDfA4EUe6@fZ%O%bzaF8i0uQBzDqH8<fM#fE6r|OKzcryTLBhAwC>`s
zB%vED7iG`M&$RmP0<+3_i}JqtZ-K%s^@Aa6Lqo0U`<(0`<IJLqB&z6ExtY@oQTf6Y
zrRHo&bSp@t(vaW*UsIhUK!m*TEKBw!6tdRQtPj2mrj~`PVW0f~T1agu2V<QRgnDjF
z4)4<eRi@}{@rPwtZ%66AbVd$)xKo}TDry4kFSIFLRt|0E_KZRFmUSXI_lKk6I8~wh
ze64U+>$)xQV#*8|wVNI9AK9$&vWRmo{}{)g7&Bo0VhOChmBbjdP1Y+xbm%uAV+cKN
z0Gi~MGdEXpTdZI$8%gc()4TXZvjTJ@bothsGFHT7;B%$JE?^sfHz|VXTtAPadROk%
zWy?Z6Nj+-G_`!|5jSxo3(h^HS@T~8xrwc~HgKbErx50}ev9;U_VQ`@?8kx{XiiG|`
zbw{YhJBiNxElLuMT!gr>dcSO5eM~*ltP^yRAyjRcI;hdZ*3dRnK9dFemS#p*L-U1*
zgui_!{r26L5@k}1EI)^yG1i8B?g5eB%kWnQx)+|vuCj_tb2FsAn@E7!eqfNbu*@u<
z9X|M9u|zTu5vGkZY_Fz)j}ZBvWEqwaZ{udIch%lM1JJaHb0Q5&(`vV>IUsK6<gG7C
zRiPOe`bA4G{Q(iQepuFm=}n)_)JpL?VDbaF=1?1;x28%!xDJ^v-&@-1Idx9-Z=iY{
z=A79=ZGQEv!Z}NMP)|Pced8IXl(!UpTJ#=$ssPy*L~+I3k#cWVjF5oL{)e$!@Y=1f
z{hN!!P*Vtc`h%8=p3&ELwF}o~WY~I2X#$XSB?Oo%b%6&4NUtK<eU>{jv`*RQ(uj#N
zL;0?B9-O24k>Wu0k65M&M;KDp3Z;A|<ZZ-G_#g5+opz#tUwkYfl2uk|!1*2-{o+XL
z0I@c3yk^?R97wy0QRp;^66?-m`5zb{*`%eC09svHj0d{pl`iC6=?>8>(D<Ng{UsU|
z*HIFbB^m!ITgyYMKMd=S^$@>u<)n0vzXnqOx`f5leMM{UP7J&EvA3r&QjD-&A62;I
z%f3fqb2WxM?}2U*8vb3Xk_hV!YGk5B%t(<@YYe8|%F&tfkO(9lh-_vGyBa6MB=qgK
z+}lVa>yjbNH|%egFS7}ymUBu%iVSOSb(jME+vA`d{k5dW<{!Le-1Ii(fha`81=eJk
zjiBlt90)wHi)}T`^B`;^CrotgOz7!LuAltNMKqbv7LWY)3vrM#A$2GLm2e<Z%3dB~
z&ojetzET(#aGhPlWIAGS&rOnQ_H|D-iH!&eF9brVT5Cn%cY4A0PqWk3u9P#3IW7j7
zaAdgj@;_y@1AcEHf!IPm`-MEB`_tnx{b;4kP&l9VU?mBr!%z{Rqb#OPZQ(4assUfH
z?1dwQR24ma3Q?#}3~pI*qG~7KL~#zGHKjmyM?4n9gS3}9RENoXC%b2@hY<mfXa<WT
zzP<DlF0o<}OUEn}p0lIjkunqdp%!<BWQ#DO0)*OS%Q>U*XN%;-1WiL|naF9*;6hV#
z5GX(p4klvYI-HpUgzKJ6Sl4U(+JNs-K{TKyqSWeIttI{9ks%XX$dHWEsTiW9+t{OE
zGhZMrEeZQJ%tsKI3)%;}_Ll@qI%)agb4`tk(wP6Jj)ZS)+deKtWH=!|+QZhvq_P3R
zR2#b$4T07RI?8F-Mw#LnAXhSYC34F+DS+bhhi7q>BM4U%yrJX+6Sd_sSU8HBUA7R$
z-6unCypV@C4ENO1I}Mt`tYmRotVAafNpvEDrUkO6_JHGDX!r4l<gR&|OJM#_5TI~t
zwq)Q+R$DkEIqT5HP0cf=y^X#L+>cwZ%;g#0m#Md=YGP#lbTwb;PJZH-G^DwPeH#0O
zecPcS1~<~2b~NgJH_0u9FMflSBb5GTNuTV<AFg;>*VDr*v6a)n?0ex4aOBrRFoU@7
zQav}w?IR$<bD=PVht5_T2(+lZQTwwk6EaSRWQya{HSz|-j$Lk5^!7R@$hImJ&2fzu
zh7Fm2H<SOa=8v{Eg6k5P9XoBfwM!+dq_=9;A-1oQ$2gTO{^ft3iJ&AJQg+z}NZ&yo
z!+I-_j7m?-#6digJWvTYu|#WS62b)IKX-Z=uI9h~Yp+aDEYoG*hQnNTHkjv{j7`0?
zp=r{No;AgPFU~Xgm#61?zovtu$-V$IFx-pe1V8iFg;tL?C<Q=`o}p1^`K2GRQ(=d1
z(14AOaE~Ey7s~|Q%#QNWPx-oX<_g&jRphZ(b22Ow2=)%G*-9NEMCKDEM&)g%fA=#R
zBf{>r%=&Iz45vUR_oBe0en7@LS9bHzCVDn4eadLI^|n3)2M1K@j`QQP!*}VCTARgP
zM<49^3u-)H$?1;$PRW#C^DaR=AUTV4y4+1ty}u>1&q=x3#X@mx#FvpwL68d&8JB*U
z;8#TerF$u{P_kU|rCK}Lag-*T#*I{0-RW!H0xI(y%EC6v6=qV^5x77VCN)|)rXhwQ
zs?WjfbFsQWmD0cc3>4+1`b24=5Ue~qDUHLmA_y)=iECaDLJqLkBLEx_te@y}g?JQ8
zyC_obb0eAC2m@UvOZvFtQ8Pmy*J#0)#o&KfRZt^C--LjWfbRT+1mCa<W?;~7O*|oq
z4}ap*gUZ*O0`pU#V864jL&hgc=hDe8HwnJIj5~q?%_4_Di`sd5kSSz(Q&MoN@<>Q-
zGSLE6Yo={j-48^vE$Zty->ZxQ3vYP|M{YVb0^w8=t3HJ)__>EsNLL|Y9-z84K|~;c
zKtihUmS2V;=2x|p!mv)$VPDb^f4&lFxxf=09)G)WcHI%KGJ&InE3a;l$Er!^fP)%W
z0?R2`FK8&GIF1(i%mahsYpr-ifj{r+9>D-scWA5yN9EMAx(E?r^H;EhPVDitGpzI5
zf0i6SgPaqqMoz>{De{AlxQu48t3n1fKbk*3Di}Mgg+xT#K&j$i3r46JBlL+STP1xJ
z>n;;CRNCVE6JpT5QPZUk-)W+?2;Y;LA7c)W<=rfz7<h9uHw^MX6~x<%K#B$AeJ7Pf
z0&IA=H^DY7*C_){xs)=(C=gw>@97+}z6rXB=H3NeGyzk{YQg9M`sXY)Ak5KQIbmd2
zHvJZ(`q;6Z$m$5%%&C-J4mr-%Rw%d`$H)Ry#?YEdR&A8OpZ|lm2GS6Z(+DD*c@bN~
zO@+9q{B8+?keYBKiIt5l6Gp!g?$Lps!eJxwsw7(DR~tf?vJ<Ghj0x2kzC0x>SI9<{
z2Z`owsD9!i<CvhUpEPUj7%Z&Oa9Wo(T9Z$BoS@{8*X)+$pQWEmaU=r%x8;vZ(Z(BO
zU-H~Y<WvL%#IT!V)(g9&x+AQwcYQ&-nE=iV`Ml!%29;EM8O%!Z|K$8xE3+lJYKb;6
z;H2|sDdiGn(dyCE<fXiAtph7!F6U>3<7JCJ4ji#I5Sl>BLrpJzAACY^;g4U&s~`bb
z71^80lvua;do7S=Lj_Slyc{SVl>5V*PcTA&E&p?&5Bh;V<u&QGjQc5mUfDrlY#HWg
z&iCF1bs1TrJtIN=4@m}w!5?SJ^QQ+?%I<(`OmkPSEs$JE9mNX*N2aXzXMWSW$gT%U
zbrsZh*tLM|?AF<^A0&pMBR2Y&>pbt`k~^e??RBvtJtZ}}`G{f2M)N=%^5Ku{u;pM)
zqL9Hs1N%5$Ts3tf7#Z@R7*&sibh0fT-+@ZMg@@%pqbaY$xgTN{J1Wm$=!a|FpHKK*
zm_-7u!$$0ozjNYbEz@Ce8qfTXeNVlYjwk|tS^f#k2EKqb<-Q%9Y&3CvkSH`z0Ae^8
zC=K3Io;THVa6T*MM@V{5efBbA2dq<oPrFzt<|2elD|;VBnll?fQ7hMZoy-?&E3=Ph
zeP$*89+Vm-&&QmHgPs|Yega_a739oJsYu`a(cMmqQxOILq`d=5LkR=_Ypw&UVf<+*
zvL)bdXOP<{yq5KHpR4P;H%QWI@HRY{`sMNQ{P_s_bR(kT{i=S@b5n}pw_7}ryIV>P
z?Dgw**q`td0=@%1_EEeG0rP_^rE3pQY>?UTn@zNf%gdfB-pW+2BQ4BAzEM4jRcZ(B
zemhkiG0)FkzMC}eD^&-dKGE|RBku_6%pfuRi^~(TI)Uz=kXzqZtdQDSgm-=3$-Du@
z=msw_HdtbAi+^;2u8-O^zd}7{JI=8*+Y776PfPUv>u-aS^S}N!!-o3*J%O9!e|`iy
zUB2ecm+-Nn`=-~MA#fLT4RtVEBp<1u)_Wku+%7L#p8>5apku#l$WM`b?4N}|jxCtg
zZYC-$ga<eL$9V$N>I2CSc>;O4n)TibbGrU#&wvP+0?dZRhfaqZYJ;|!x6iX>w7_Zr
zEupDl$Bp|&i2<5RIneT4sB8VHGxaMsRj9^?>s27uUHO<_e)jY9z?8;$vdi;^6H@<7
zlUTD*=WWLMM&Ik0@9~n$6EAkB$ItGC<HPCf?A;gLr=G;m=8C4L_l9=tS>;tm{pM`V
z@UF8Zm)LXLF!zYV$MNc;>uZ`JS^l_uAycj`2Hl0^r38iq)=#kKK7+q$-l2w4c#|S~
zj}Eqd#!wXk@ok2p=i2A^xxm8DEx=&-AW`HAXzXvuEabG;u=Ch?BYge|z#?+-a|@rO
z`pohD%G`F_zTbZ9e!hKvRb25s|6EzwC5%!p<w<lRqB`x|u^Sk>9Vt|%ew(SG7Wr>O
z4(VTag)GvV3FyPBaH+uU(~06!l3RH|55jf}H2*1bB8YppfPmr=DFX0)k=d5Oc~R_f
zdh8Ltpi;@+RviCRl=uE5(^CcH^b^FnJ@9zanz_Y<)c+8f<7deY(>wFMt8)-8?*Vz-
zMST%+Tk(nic3)}P_MZ0I-FDcbvUrPZS$^{4@HqeYask<|p7<P70Y#Uoy<27Y2Ntkh
zAYR*nDlXm)+rZ}!CBtWC$**59IGq;Hdkj0{tf#_X^InAqn%#FEd<&=d&jJoKDxZ`=
z%<Ye<ld&VfJ!~<HkCS*7k6bTb!P7Sq&!^|tOy7MUN_j;Cdx`maY`vFH#Gq>u`B>?Z
z+!UbLG++!yD4DRzXG8E21N2aTlu?qP=-qbPy*ftbaR478Etao8OYidDCliCdQhUxM
zRJxu6$^_rX)^&SSRgXSN%yC_M!d+({fPbzIoJw~5&O7@Tz4z-q&S~&nwr`RS55CV7
zsuO%U`lSb5OD<RW@t<*|bpki8d;>xE-jfZW!~9>9VPz+xuiAGaZS^d3<?S(+Blv6m
zj+>FUvsJ?GUxWvS6Xrf==@VN!pRV_nb?KdJsIfj1W7RM#@}DFmA9g*#7d&nv`=2jY
zHRBI;T>@u$Uceb<?~7Oid0#FKzYP_diNwaLJQDY=&zYQC?ah>nOp!?B9_M6T@Cd$6
z3&^cHao7?=n{)2A+!xbf#qEVXDT^0mQh2rO)_t8vV8#q#%`kx3cWh;MVs6jSwCaVC
z6mp@aNATHg7DeuZE!N^b2brIL!0p@jIP<aOl<Ca}-{NYLFEy4AOB0Ea|M~KX!Rz5G
zO%MOmh+xjx1l>4ZH$-?KXJxPjwZ-+PpW$4rU)u`lI^xYl9fLkLYM?}wh2H_)1jzyg
zIB>!x^yXUu=~RMqA;*{IG;)2{?sm+@m&1*(L1yRxZ;XhbpMPzGr==L9YyWzg(B$|n
zDm6C0u`PQ<Ej+&)<EhwYU)=zI3wzh8D~1D9%{#`ETe{$D$yO|~ypoRjc8x?PNwJ5#
z$YCa@%0^4iKxW8G+B6rqVnK+JOO+)IKH}Qy(QF$$$0;pt7?HTNM0@4OK{cS%`C6ie
zJbAm+m!kLe;@0WdN2v+)gDb<>4;&E|ds{~(187}WEc4m#tTCsTP29Q)^g9AE*zKC}
zZrK&jc@&@0{tqjAN0aXv)(Cy4${WvtZZbGL+^y6sL7-i!F*FgBDV?XaS4Zpp>&qpV
zFV_EI5MB*+p#+~pVp!+YzeI|&iNgk1zD-VKhVd|JyYI1bSPvl;*_>7kx;>uh)U5aW
z-L383TzRf>&E(}U{xsS_RnzV9s18<Gr&qPJ94b3Cyp~E{)8COy=^~~3Mu8W8vA~SG
zV(6sULOQ=#-~xyk^%6>QMQ_L3(%zXf=WMu1wTp%QNaS^zaO)rIrPd|SVIC7hZx?O(
zrC?E*Zl}x?7s@K-`&#ZwHJ<VQx3Ltao{iE){4@?)VQ$~The=KInP%sw5THZuG=sZy
z8kN6@TKT)wV}7<sS#^Xr%1wpb>3B1MEnmV~?{B-O#G#GpH4rGx+tNPITbD~-7po|5
zP)Hq&oSw0uq`lPNI3b$zZ!O&OjE6VilF`=+3S?H_IPrgU77)b`3=-jW3*OBBm$QqL
znXw(|f8IKnSd+qY@c!3y9$ruoo<+jJ*1<{L(b&}N|1nYj|Ko7Z#>UFa^?y5@bMpMZ
z4(IG_pu^%;F3zfEP7)4wjt=%__AaEn@F1)8|Ggl1_pB=)FK^7HHNQ!uek#e%Uxk>c
zwz92<Y7+ICm-gcBII!A-$&g5Sy~uJHakvFhuuzpnl?2O>knvpMob=iSYkvd8eO1*f
z?!=cobc<!_Ql73Z5I#l`Fo#wRzh0*JET+>Zrl~W#esS~e#0m>?oJ_6_c=K80c;uX9
zMTD#7i-*8t(f=s>|9m4Jok?C;P+)3eVq$6<h8RsS4n!m1VEjAeSnO5OPZEWThap10
zcRbg!>3Lz-LSvn9-TL_?F!FI4LsEwe@}~N9o=p4Q(tukt7uEAw4cD^Ges@hmqaq&>
z^P~NMzSGp*#rpn`PQA34s@UQe@G$4!*&3gYzCFm#KynnEyr(xDW$!NP<D)<Q>$h8q
z)%d@)1$Hj0gZmQ2oI;ZFn2TGnABs+M|JsI*+a9j7{c?|h-e|e#Of}y)7-+B$lasc2
zjQ1e$hK3MGI@=h1=S+&f>_vV>$;#yjI?MguZwxCD(W`I7QG)_7Q$Vb&W^z+@ySxcK
zv#^yiwM<9g<pT@>VbHR+_)YuU_kUmR4PKKhUnjKQs1-$jJylJ8S;>7rx@-)Yz)+LX
zp!-Y(iW&X3?w@Sj$5I$)(7^YmT5|B@vs<F5e84uZE?XQbYxr|o%j+5Qr`luPj_+<s
z_<?TDJ3Gs)@w{J#Va>2cTfGwC(+c(-E3tM{@F`#BkHRPElIB8%L!HZU+6Z>Zl(Ovi
zu-~(+f+d!U$A7)*Eg%Q~T}H+mX84}l#b%ytcS>`$fe$N{Cu*jxn9nT*#L*YE<i_ed
z=<o^o>D*1$TQ2S1lYFmy_?w$%rj3tjPIezC#WD*(5lIl6QiG{8#MR)8$#|_5#x0W1
z={n8&N^DS_$Q0fXR3aMu98jWLp8TV7j@b7r#qSB)NM|hK{79Xh-CFHOsL#MYm-;-3
zpNkKw9M<f`SLFAa4Ey`EN&G*EAiohL^}j1XTT|GykkN;Us=dT!10J3!{6fGdf(@?y
zbecvH3V%6-I7?+Tv4ERgKXtK#Nt(&wVN}SG2bn2%Q6k6OeFJt3Uh$h?QQ2QZ1Miw;
z)cybh_62!*b7s2f$nPWr;F2lDLQXpsv+M|H02~T!yU@q-kaN`G)udFQmNBgy);vMM
zNcE3}Erq2r6=PQoWrKt}%N~>F0824v`KPKgnxbgApKsUnQR{!Bn%V>KT0a_ah(aBm
zjxh%o*%(~pcZ{LF>m~soN+tRVG?`}ojr^qcJ{87&^X`mOHodr!H+!W3p>IQ@61rB!
z)L-8?Y_*+o;nJPQ-wz4ZT0%RU3qmVi1Ei9zBg;TvzU=)OwGF3TX+6)gQv_fl;YIAp
z%xLq?OAo<)8N;)>AW_UL0_c;_QmUKU!?D}#S?k;tIBxcnNOqE$U9X~3rAZ||h<4-3
zHU6cVC`|5t%^wceK686+mZv-fAm5s5mf@YVN7|ptIR3=@GlLqE7J|!KTGYvXfTO@o
zJ0*6CDrB!yjs8F5yXmhojf#EVM*yHIrw{O4%p+|0XwXDkfRCg@;7Ck1C&yfEG})F8
zk;R&=oQ;fEW$?CsjXo*WQ#!)MG{Yuu9OD(XR@W#xOD>^k4bOV(l@5Wif0@lpZeleZ
zk8T9(4W0COv6Ict3eW(~_7hOA8glVTlzxEvir!ww_`Bp5Y5wkL`2xVWmoa#sMY<E)
zp|TV0{wmZgMe|)r=JxF8Tit}s%=$2rFM_9<r<FVFgwnKpBK@NMgjNx!5Lf|um86GS
z2p~bCn8qT{Or1_10~6JLdK3l6oGb|eb{s)}-AK8F(NmHHxd{FgDG`UFKq!sPec&T`
z2I($0Vpeh5w}b20Y991jpraQOnu;t*KT)AxPJl1Ax<}zTn#x2cE`ko)hEp$i>ra9M
zHtH!;(N2NvaKC88)^8}oGrkg?H3GX>D1W^!-4E9}CzXt&Xq_-2acTR`UbI*p33Pp8
z6I{TM^l+(H4g{#29bP_1#;X9{mg?tPi-irW+TS9U7*az27Kn0wZQ)~}UoOq?=Qz}s
z3SPUL(;2A`6wGxm?agkq2&tStUd#c#-*!Dk{>~uYv3rSdePt&wcCpyD+_=x>bT4#s
zL=)76@OMbmxUCwlqvCd9q?Dpie=Su{>K&B>-Y%t1J~FeipHed~l~^cT-Fi&I05N(5
ztA~@;d<@Vk@XO&;#reiGyffS16f1?2pP);J+hFG2ao<a~_g3G|xBV3vXmhg4Ic<bZ
zpG<)Xc>zE$SceR1Qcnmkwzs3op2iv?D+l*)^KG!7#ty_VB)!0H+~2qY@>c8KgU2!-
z+!<UxZ^#9lU`o@#4lXUv%o5JJhB~58hZc*T&{H2FC}ICAINvs|+NTfnp!vbqU|j2B
z!xrNCjgyTqeLhe1?bQ(=5Mt^{=~VljgW_X=cbFK_lcuxPg!Qu7X`xZ~v*)XO_JXD%
zKxNu$_vh$#{c>G%$W`dp^*V|GK$^?@8w@|6h1pb(uGO`-X#YACaLdy_Zh;`ifPoQF
zCHM=yA^z+FqV<chYsw~m!-$~(-vbSDI;fZWq!yrKtkf}k0pBo%PdosfpaN&E{QSJ^
z3=nSE?(SN$ukpm5i|m92KN0f>K<_T!Mr`||yV&nsUNuwKijZJH_);1-2VMl5ru=}p
zcl}GN<TGsV_rO#{!4lZ(fx3H0xC{VtZe=<{%pw3s0M?!CvrnNDLfKsNv$7|#L4j<=
zzB`_Z4#`Rl1KkhPpWz0FQmDKr;C@d913=~JjNtA(I2R{we20c7DF;PG5<twt)z{J?
zZ#T3sGBm&xTsJeCb}Pfmk8wH1WnZcnbVIpazH7q#yu+S2?Y)W&8n$xJ2?Uv{IdQkQ
z18{JcAA(AvH{IniEhv(mAT3|D2W80xgxw@l5e8eqt`}b1G`qX6<p;nz5i4P#82!nA
z&M3O$1wmktzdUa9Cgt!h_8v1H-X4Tj$sr>}7-$MuG9(GzgHvP?Mg}j?#C`i+b3}83
zlX11wu*Zm)K5PKFF9-|h;t^EK>arr3y7$WRNY7fiYWcGE9^CE>Po)+ix<ikmCocCc
zzPmFAu0_TM`FFm9w>}bfA<gg_SoH(YS-@`uTkFoawguYUJcmlKT4iFwKdaEHeqPfP
z7%ZwuiBNd*4;=K?wf^b;nnX@gS35gvL1E(2f7;S~GZ~EM@fER&kd_p5rDfTV9;+Ep
z=f3^-=MJ!c(93py60rFOmd`UeziK8a9md#&5;S6u=>E+D_B1;eKBo&U%s?3PZkdSo
z5cBz%<++C|xfF*4CWa~mj1_^6R9VgimwDi4h0q&?wkOB9%+O#IJ&WIyHb)VTkoI%e
zRhp;2Ps>uH6sKi#U&a^B^p)o)?bqed2pENR1c~7ymQ8*sk0Np1c9UR37K(}5uq|To
za`w+8n105LtaktrCGBAnA+Oy!o7w3Ff^!qtLM9X&8G?i|!pmCZbjW}tW2LqXgHjQr
zJ^j;r;VMK)$jmXqw$w*^tzJ`&Au%%KQ+3G1GF_MTg{#N5p0TKEdQtXNLw~4LjZT`a
z_hN_i)oo`R-0=>k!)&QT3BWUq9jp%q0s*@mV8ZmEKa-j1=+Nim`d$`j+wqCxzb(+$
z%^$Y>_uR4*CLs`&N)Mfcn-TeX>~)Xl*Xh*<lYryGO^KTN?&(seD%SU8YV!rJI9Ay2
z{X;|W*9(`G+_;Ji2Mg@P`@u9<Zze6<Is4Uq#Pb3STqYOTsBEn(cf;}F;XV!mDAuFj
zp#2C{3|q*krUIII5C!FNlk+*<ge`;ihDLc0;qW{)*B<TNDujlwqyg72`h#9!TFu)I
z^(St1euUdQR3$vs^k$nd?~lmt9=qTBjZNQvXC@bFp21YItP{@g6hc0PrN3cXb2J5H
zX6X`#<E~8BC)>Ada8QuzJa72XmEZ_kRkG#>$iVSz)_|H-n%)yLs#(wB%VFCIE{Ag4
zxFW&wwr%N&5{Iv%*^HB}MNH1N3+T|0bb$O4k@WxG|EoS;I!%?X6e%z+a865zW<1e=
z!=1)Nre@n;+F_9C!4TXwTIMMI=hIN|wxP!?fqN3_JOMSM=Yj^d&0h{b5o7G`_&vJz
z!&9@|uAxUy4Hw~<Q~hiM=vB`irv1d<XlVLjmpu|i{DAih!BZqq?>qs9l}{N*wdP+H
z51c39@%67KscL}kV(y5V5l`iWUFrn|zHZK#48;23r#><bM74i*kwzXO{lT)ww5L78
zu3BNbKzEyH@#?k$Bdzc{nJ>54Y0Wu|r4=1|ADD}|^-wTeqMh=qIoihzSm6kw8QPT~
zc2#oW;o?iV1}YCRTMU&07R}q?;kSKPmhB6j?GS7mm(82z8mE4}vxcQ_y{<)0q*&n#
z2&8Z1M4=#fI;3NSGCUTZ&`%e1a?k0j-X<n|k6JJ(%D#rDm}<?F4o>6-u5P~O9$}<l
zS*HAHpJeF-Vq1&mkG*a=Zo<&rw~@}F{b2Ia54hq;&E!7M`j?mQ$kA9gD1{s_+aBQ9
zE~01khmZOnZjJV_(fNo)XJ$>X)lbYAfX1J}P>5Xds@rnu6&(xgtmt%GRw~`y&VNly
zjmNct##|T~m1}|c@HQG1<YDP&Y0qJ1(NM@1J{Q@3lU2mMWFKvaU4KQqDEN^>Q~vo{
z>ylV4TAHJ<=^(5}OJkrXi&s?}Ve$QvLSkIHeZ22&(+(-_St&Aeu}+w@*L>@DdxW_C
z29yomhO93(OBFXnzj`6pOXI><iE*~P_GItMB8pV(m=X{Ao}Rgi9BM9r-;d4o)2acJ
zJz0-#Dhe80GvK5#;z%^;<UR{UIB5}{c>3Bz^K-paLiXld1oZb#>PL2l!_xV-{=JN|
zJj>O(LScbls1M1u+=KvC)mg)6DrBZj-%QJSUUFBWns^G1z+Dw5vqL`DmD4x9%!(7I
zRHWxn<6aVe{m`4=fH{jLAE#^jFL`Gt_Ft~Ncp~S1@|E+Y{Xh``ekSRvNHZB-MNUhW
zNGQf#6od=23e1OOfsnAm$rzaUsw>vao43nY7O1I49elr8gf3J#6Hkv@n0ze={H=Iz
z>EE6^x|*VV21n*UTmy?O^X51`=j=|PAg0-DlbO|qk}UVm$;8B}0`)Ycr++W-(WlKs
z`L44y&kc9;b6f+wL=NBfzffataJqVba|wJR<W=e6G@e$|0Emdj#*sJwmZn(c<RN95
z{g7j%wG~`~i()hpv(kDW|4W~Wz=8p<ho@txLAlO17jp4aMEkbkKCFAOR>h+9b>_l8
zcmD>0mk*eCf^+JbnROt26$`QM)fai~X`&`GQUrZ;D)b?qaDlgCI64|QjKSc7$(EEB
zA)4l&{|nqaDLL&sb+!NSjj}9hWEA`FpDtC@#$ax1j2eZ(satmJJL!#w3Q7S3wqDn5
zZ8Oh_+Xb5gFlOG<YMyt_$)79_nokrNyV7n#@tbqM1*Oo;qlX(9^fH<}%z54&UHAhW
z#b}@w>+kp?zQwAa&WR@P9i%(-%3*vLs~$zencbHj3S-v!va*=Bc+kpNbE_yVv5R>A
z?F1|uVCXWSwh&$>0Cf>#SE77U-t!`X@^beW_q;L(tH1vqLNInl@2x>cZHaS&vt-g@
zqC{$0l61c!=L~%rn3~S%(}$a+fd0R#>_vAR8ykVFMGTgnKp{$lLCw3*;+98E-v6GO
z$QjyqciV(Pi+e>Ws5~XKrYdWgWSPpOiW;qRjlC9gF$g~~h-=y1WZkYP2^~&Lbztf&
z%Rf4!*X)!g9Yh8F!e?nk{#;+@o2o;dULUG*BiAMP6oOoj`{m&opj(LW#)U0^c7<<N
zV}oe#vVviw<@q2&tmWB&k=iza5b?*<JJs^{AnjiWYIQ>PSPiu3niG#v1i3<es0TSK
zDzw5el%JlkiKB1*N}m>IfTj!$)-3%4zq=L9V+4}k8zqyoN5x?@eyTz$0I`P`$Ozl9
zup<W-`ZSx<Xc9lVZH9}Vs0JdkH2Wom8olR-0GmI3osgt)7?zW=m=|mo16lJAW-~0F
zZ&G}9ZSFMKRyhus;phQ&p_T4eJ7L!=Qx4uKl65K;VHD2&Bs||dMPe<^uAa#YRm@?e
z4R%(C=Dn!>M!(IyA08lY1S{_<f@7l~-y{b}AjClOF%burw}3+XZ!%C)N@HB27-amv
zWX%>ki{y7cIXcEkvbS0p%k$>$?kgF)#y&e9ZZ`Bx*Tp61WB1~=V`e!r&7z1bm@PNi
zB`3bwB$F9P<elyEIl&^pU;Gv#;{7#6aUIvOJh_CCWhxma>p$TXDWqV9^U9UF_E2x|
zPE*Zup#Q)WTMHnD=h6fkapXO3&c-dg2R7^~I5%T=#yAx~TVqxg|3%LawJ@MeQ!5CV
zz(v63Hkd8)$2N$}P&vH#=?|WPv1w+eSDxG_!fe|%1BAQidIdT&cJ1NbM8CW+q-=jA
zBasocmfTISm(-98Q!udk|AW#X9p`fn6*!dYP~`xNuF;f)x0WqujnPtWjM&8Lyou~U
z{8Ei>wefjWQM>s}=7I1;NG?%BE*ALKH6s2ZwQ~7ZWVW!`ILa}JOlpoGmm3&Vq5lIu
z7`ZjfSd1))3v<=NC^=#kPboRb`ATb5GC9Cm{;<2*>CtISMc%jb8Q5nd^(ZU^ahhGE
znIX@I3xqtK62Z9z(%rA$br258RreS>BrSSLdQ00I3|vDQ-5FV^;Z<K!S2G-@CN!F$
zSw}^39;G;I-R0E%^?g=RJz5<9A$oJy!=O}5h`keax`hVrsebK(rI;rJMo=_M)vWM$
z2wO$SX6uylr~i;d;&_Oh!6fakcTBGg8UDU}yhAIrhtZ?8zcrtU>yAUy--%x1w!hRe
z<UACE0mmd9P#(L?FO?l^<sTB6aG?ij?CTnk1<tgPqF^h+ykQ1HVo^2IDM1Q+BO;o;
zN<nLlRgrrZQjSpJP#Lt|QfROc1vYbSYSmb@?dWUJ*1Ke;WKg69tGU3w9n=-Cdp-I*
zo@a>Sh@_DnYB5h9E$^Z!o-1FszQ4M1lrajC;}jaGjS9yYRS5!&;L?Z=#7l6OIIF$%
z`8DJ6f+`v&3Rn>kf#L*kZ#B}1$Pwfr-A^dM&{hMk3Faam4J+~^v_}+K2jDE97(wg9
zdFtmHo3>5nP`5Md?$AJJ2s2tv5X9(sa{paXNT5!y7CfGJS>ZY#5)z+k+aPy*qecJJ
zfW|I^+P<V?da{i$&s;D=A&JSxgxUIC>~n|TDbL_zH*e5s*Tw}57Uu8`uV+{_B77G~
zBR_n?Ib#1eVv<vd6h&mXBQ%5|so<(4T&ZFcFIbx>(sdec*F5tB7KVqY_qGX92s3HF
zw-dlW9xpRcitS)Ue&G~}DtsGHLOl#p&@py}X3f_?bH~aUiQox3nU&X2K7lkD0i!&D
zU#OwTfA)JTm>8X0*L>hHLSKG0@ySoCu_n&9E#<v@jV!<7hZ;Yp$Huzy@a-VuceeVW
zwCyAgFYp4MXE>R@n+aneq^SuLUI_x^qhb>6dKhv!dq(-izg=+`>N@|EbFGQ+jzG!x
zSwy56s+2%cLu8z1j`-tOPbu$Fm03Zh_Z^Y-LW3>5nC-?djSQ)qv<I#{9<$TguGgD)
zAxHIPSL<t1AQ^LhgxihQ&@i&#COJUW!##w4C`@BNbw68Ox08!y#ea})c?akLNW#jk
z#``OCV<Vq<N`!O*>Pvh5E1IsFj#Mt;7qEMtCIlgsHbp8|AS?O^nsBM<Kk~1*s_Y-o
zNO6jC)0$M)q8r-Gohe`XOje>Y%nQ)#BFcGKte90BY!ukB2Cq|30}yZ)yN8qHOSw0a
z%B3kxUY><vg(FhV(ufwcbL0%+T7pp=GTzEbFhi=v!}UeON7`SBi!aa&2`Q#vD5;;6
z7k-3ter6$)O|pw8qpcZl8zMhqu{akeMHLjc2`1(;Z()k*E|K22(zf%<4MEHA<)7#(
zl(tFiav3<NO+8*$&Hj;{msXNC@>I43Vq`L{Zv}zHJ`S{kQWDiz9l3cI6~Sn)jc+?5
zr-S1CSN-b_k9BF=FAwtSs|>>1{?r!O1S<g3U7)G$Nv=hZ3k{PxjJF{5z6L1KiRp?Y
zmKz_TnBVDKf#8u&Z>dWZv?V2*H{Sd3<4Z5MBS5BUz8Qab|BisGs<xbc*8AIMBF3|r
zD_Pe?Lo#)(8zKWG09i@slA_Bd2P8Z9Wh@#hOE@l6gPB2sZd!^kv?RH#6iwREskgn#
zhV>7BgQv^NR$aFhH}`f#218=(3y1}#L<<7r;F#dddfhh}UH&DJcd^?AT{4I8quFkZ
zGmfB5vEnE`7{i<BrdLWdv)CQGAUZsTlDH|%b%AIotWEnQI`O&AL;#iP{w2;YyzkU4
zD22}oxFsxLV&e60sU>uYqsXA=I7@pNAr3m_4|mG!`{PbhNezpn&)|X$D<D1dLG5=R
ziPN}h0lIf^n`2DEL`pP?%_z=ydhhYJUS@dnKC<Zg%->jLM{(e!!@5y$XFdxy&I2|R
zq7PU_bdhB&V2>)ajnk>D9gJNxB1m614j0P@V;-l(1M{X`NP3A?yHCoY3epSh+3rpL
z7-5=!>>F51^$N~t6IzgwoiB#CSw`ttD2q8+*R?$7P68Y<_Qz$xY>7ii8Zf+xdB>&g
zeT2NE$i5QU`OZJjb1zLIg3q;bwu#E+6Hg$vF=uVU<%F(6wx7$2SOhflwFsh0lF9u9
zL$L2zS^2=JGUi$Pz={~_PH0tocfo7_p)5f}zVb%*ovdp!z_#=oEKe&>pFZ@i6~C(+
zK->DVL&^4?1Qd2l%Hh4ZDYQv2{G_*C%LUF67aSKZ;JACv`26Gi)4f{|XCQHj7&O_d
z@6#diU`u9^WhsgMmlcdiivmAO-GIiR6{oaM?l6nnu(O~hn_(B{1q<r~Gee_%W;GXY
zY-&h-+0?Ub2BM)PSuSpPn|U)X;GHb~w#lzQIf7EL?KsJQJ8{jpbtfLNdz&_IMYZcQ
zFnBw8rlTwjRBWaig!mEOENrx6-so<|Y-0uX0KsS566fNSfTJA0<R2K~<(>??>6Rb&
zV~#3tE>alf(tYanUci3}$Kdy7o6?Ji(Q+d?O+{+lfOtJu5O&SYW1FATzUpPjLh0++
z>#A#U!~+^Y8>|a@K&{JY7vKI5_N48}r*IUKNa$aE-d5->Fj^SB+V>=_IPhWV`LT%M
zqu3yNIX*2@B&uIJc2kW!#Ptpxi3Gh$x9O20C{a0GfrNhuUgc`lgE;fIR)B3nLxv_Q
z4XethO|(jxHCq3+7>aQ4wZgYo?4Y8vNx&J_0wKqPoH{&4h)9TzDo$}bIco+(X7X+N
zs&U&*#MJeKR^g{?iom9wTvv6kHZ=pl^h9@OASgWXz85;aBURgw@7a7gnGNEPGUvMu
z=K^cy8(*Uo!qkER_$JFAA!csEKWBMMwD#*|I5JcA4Vc@ku+o@kyXV)>X%Sox)PF^D
zN+3hM|BQfCoT&}0s!%MWd#bGl@?Agl-uMk6Yx45l)bn)N;dm3{DouOO`sYSl{eJj7
zHw^jlv1iNm3rA&|1K6lyHUAcnHbCx)G%#%kWRDovA(83-odsofggvVr!9b&IYp5+I
zobWRajcVLF!IBI72Ce5`ERXFq-h>bF%cyCL08YRR#Er)$8?-l5nm2J8S5+`lBf>k)
zW>>(>!g+(AM$$7CreQ8SsVm=twWVCke9|Mr9f1@89|$O>i_KTC4fLk8e?ZHQ#{FSL
z0pYrv5H;j#X$Z%Wc8KhZQKylxI!&dPKNmS)DxD};CSR&zzyKh)(ktZGrIKq{@6T(Z
z=A?Vf_tTN5r`;-Fz;y&5ze=WeReX$CcZF}yeA&vTL#U_lc0}+<%8DmO>UNEEaOHi1
zlNjr~xHqrW4rd1yV^Kna;)(rGRFdP58WaPD`@}5TBSGdNN<$d9Ma$ez=b&-&-`YLd
zwUIepC)2b_nmu<dRpg#4`fVmJr17!Q#sq`WrUh|!N%fNTGqW*pm^aUT%H&n6s#0Nt
zRf7)Q-=yHm?=x7G<$gcd&ynq5`b~!c;fB6kT?~boO5AL!=YPEhv;fdOYqIR!(Fqt?
zy};T|()r<KrrXi^I6~5NNu@YpN)y%1^vGKy^vKX?NwOg!l>&dbIEFkRlTcgSoBWOL
zB{%*GUb`9HTFwQgmq`qVUPpp^u8n!vh^#z>!pRo_4BF~XjL?3|X-9;xlZ>o$>IRn}
zIQXQ?ZmXs4>e!xO#yjf=B4Pe3GT?h1%eD6Y#{KzkzY5QB9@7w&<|@+Si!zgMa7x$u
z^cs84i|olMeO~f4B5|V_VBk@@cZ;*x<H<Y&EBTG-m!xx~LEQy>*XF5_P_1|hSD}BX
zYuG?wx@@C%o)80QKc6NWAm`3xEgWCd;@@8>r+8TJT8#<1T0gy2r=3rVedmd@YkRn^
zrBpL+SR%@_h9B}b$qYyeA~>NMd0l(^TcXMc-1WDGiO|@1%uHA}F{BMd;1RU<C$px6
z2Gm<bVBA0Dkr@OPpswcjojY&WMU1<47PDinpYoo?wV00|(blz4JZtpY96h)ow*J_s
zO-AF){_ZF^5C}x??Bi?Iq-h(N)j4wDWt@!%ZxxP>WZL(pTi)-}Y@K?^iu^&AZ1sDB
z(~5NE>S&~m-dv~IFObA!Xbn@stp%oQW59{2X69vNS%?_a-K(niP^MV!#|;q--QZVB
zy|;WN-u6Kem+3Lw$VH4<&`j(uF?0uNjEb1rqQQbvywClT$G+Xk%+T+d=d^RkSDVa1
zofiMVTNo#gNW%(%aJeige$)ijE?%=<dl$&XaPX)nPL)EZUGtmw(_sfyS?V+~t!{a8
zYBI|Uch!~T0SyQ=YH&)ab48dxmVbDr33V<*p&wFVtEBegGMtcmp+AH>6o+f+d^mJ6
zEQstm{7B){y9D);+v<7W@zm{LNtSUAAjcu1Tdm|^eyoix^ocxQjN6@gJqmtk*KV|3
z%wx|;3uj$Ak<v-9*{V+(T33`f$uc*%U$Qe2Ji6O8$W3>5IvJrfB4Lopy#v}82AW`-
zH3Sfg{ZungeMRztM5*)jo)M=fepAbvUQ>p`zqn0EA>p7fF=`%(tV_(jtqGO$<B>Fa
zY)Iy5yfukx8Z(e@7pvbQj}x0W=aMQ!F<<R_c~#&;Ic!TKdb&7bW4t@UI5l^@XhyR7
zrbub4-z`s``yI)SUMKf_;&y1-*Zt;-n`(jWC^4R=u1<TVx>LT-5UV$B?1R<WIbKHE
z;%X~4<NScl`>eQVeRHfK#Awac0nTCmPmdw@-+3{Nj}ukTdabDnoJ<t!3;GJ!F!#w&
z_(6UU;h|NU9X0xi`EE1F=}K)dbWg`$>M`3XDRwyO$OSF>_Iw=hMSF|Cbz@RMLr)`z
z9??LZ5*WKADp2|Zx6XzpzmwkxK0h2P=!)<MJQMNkHw)rq4?UaWaZ!j?|48-leP8No
zKOL*DRt?|8e>*NYRL?q*FkN*HNY$v{Z(g2OB1{(k?tU!cO>9Io4Ti1Nil#)FH_m1c
z5g6zj;XoOWqMS(o=2qfMMLe>)jPnM}^$Rk|an>V9zVAxs|0(jH$m+jtcH=T4_#SP^
z0kb&nekE%<!39azrEr7rm9*l!m!hs|Ce0!VI6H7gR|=e@Jmu&o^S$NEn2z8bBSIo&
z+?7Ftw>vtWfVI5rb=D~%%2oKK@TYl>w4pBh2ig*7nVsVk`$udUp^Lk`2_E)Cpj-x-
z?g{k2AzmSF)U)djB_rx0cmNfGPg`9_cSAt^=Eh94qtM|fjXZu&Z63RPbc{aS#2mmP
zYdd!9OD9H*Sq`qqb!G-$gH;y=DW^`(gS8I7$n>i3bUKawMY*w%aP3eHM_Tf{NL4%r
z3sxZ?irYE6QSba*koHd?SX-?zlB)$&57lryaoGpZX^~<UbkfU}bB{50YOIUam3dU@
zJ?t|wr(w^e!oQ~qpIARM+pKiX+Q{-P-+X$*z+iV-ZBnW@EKX+&=wcI9YFX?B22<D0
zSP-ept4sY8W%$2J`wFNiyJ&5?LrEov5|A7QW*Az!L0U>`=w|3f0YN$h1PSSu?i55i
zrBhHkq?<eX-T&TCzwf{QUF)BB&3f1Sti4a{bKY~#JZJAS?u|MM7@UYelP05Sl&lSF
z7&^l3ZJtm@*Lt^PB*=iI-ljATLoAywEYq{E^Cl!GkiOdE>9pvR!m#80mgYzfyQHo)
zoJZ^K5yz1Sm2A;PFP=YS%p+Cddi~ul|BZNgBB^Keqe^jg<xVG$w#P#(kIBR76KsMZ
z;c*FXV@z?u+!<!dKQs>(H4Mx`+2l~Q;4_v(W0mp>Sq2bM0k=WOdU>7ah=TNfx<8Hj
z+ZQqKPn9I9lSXl!3Za)rPGolLC^4cU_g|r>so>hdl{t_$*SMQ}0#!#Gvt5i*N!4(L
z<in1pQ6^8H!Q(K9R<vy$%>@Ru&Maw~G8KrPi0kBA95HQ@HZ+kNSfd{BctujW*xyqL
zan~5O+6XozTZ){&-H-w3Xdv4b;!uH|;~1UqwVSFUlZgxVe0?ULUSELoq57p}rov;H
zjTdn?VjJT{_q4MjixGC$?mqz&RA!&aOKe68a^c35w{5_jKTU&q+=i-^5AIWdo*B)^
z;kpGrF5D-<*<k$Ys~R`f=@r|CZQhApq*{->c*AHVrqIe=!1SD$<hs7Uw8iK4dI(Iz
za}1`utI*!06cszaT70u-xCwKrKBZn*x<%6dmiQw}sQKd)n?luzn1%bx=~!`UY?XtO
zh1x-nRbr)kwQ$D1KSd!o?8lm0RmiU^e+IwxO2tZ#clp?NPB~%tMq;>uZM0>4PD4+x
ziK8!B%{XL{fhz1Z1FhC~^mVwdlr87eLbF}Ey5#8cF@mq2yZUU0gVAJ$Hbe<;hCgRi
z6l-;s&Tq6N3wpdsMni9s)_lGhx%gT4Rr-G0xXNq{0ksw`f07ejjT8%G(>nzPI}gaI
zemJ`niAG0Lg-x&Y&KSmL`yHmwNdu%M>Bm3DKEDCiM$_!bZ?sJNp1vBZ^Iople!Zo%
zxVc-%WNFh-y?HSF!73NMLm=>;Es}LSTQ~X!ae%!X=>`k&F6CppfSpf6r7$$~iLFTT
zvKq;+w<q!r?gPwsYL{AUFS2_j%GtM44Fk5Dh6r0qTsrxwZOncI@g;~=lCi;0IA^mH
zoI1=nEZ?m3`H(uk!U<r3ds>NMqVep-32e56uDbjA%Z=0-ZU`?ejQ+SwXdUb`cG~Mz
znnTd$!P8Ls!|Luz1fRWS@|b^Ax#QivzWPD(a}*8hDy%wLB(1~`IKgK+8}ePHvJ^-i
za@DA)CE7<lQ*R9C+ziIJ%8&i-ZaT{S#4r-6ia0ZxW_P-)<4n+Aze|epYkRc4P(11y
z<bXQF{3yOlJD4FriZNIIYw_10|LibLChGu5f&J~%nV1c`DT2?}#YfT(N8RC7qK?jV
z5t!v3AJ`yXbS?LUpH8Wy-FCqbGR$0*ElCnpiG$zA?2Hs<i}8?vboGOWKXjfj;s>Y*
zjz7O15Pv@JYo|AXOva#mF7HrfNLhLuiBGPtdpUHW&?4g9eN10%aCw?KJzSN(OdqUE
zJ}qqUSoMt$Ytl9Y%L4~wN;j=#lza=+;lc62S0Y}UsqYvFjLzlvKR={iX|CFCXJBf$
z($%=z2tGfRT?=%8*eOLt8ytxN?bx#h(!?%y#l~YdIG*c@LmSG6+PmBhgr9rK?0r~M
zfn-oQ@gAmbUlF`oA#Ty0J<Tbosw7!bnXR}ITzX`IOmMx8C241-F&FsxXzql1a&Ua_
z3je~Z_{~;jqO&f3qQpz|mSHu(N;uDqb5!(&(QU`|$HAv}MUnFl8ywCLRxr&*AT4vP
zOZ6)u(Uj+*MdQbP`)+6Ux}GE6lHu7;?U+OEu4dC;f3a{Lww=Bl)}(zWoZ@J6y4Vs;
zHg6iCT+e2&eu7zdd%81IsY$CpX|tcsYwG^-OzC5E?XE2aP#;Tl!w%X8gfzSFXg+}C
z(g>U^Fo{Z+liYpcSDRC(^laI^9L;8KA016kPY0iJSLUx<5^CGjvtKGWxb%A&R0*)2
z1+P##Ka=R6vM49_3cZ_i|6DaE>NWg)PKPMld7F}~Cr!v}B7WI1*L|)=ojPB`{wlcG
z;#jFE`ch%PZ7pnvuuWvFsp)iLYKhgi3WMoA!Tzf-fu#w-mc!^phC@jV#0gLfvH2=m
zgi(<qABi<V^3IV-L$vr!qjObNyITz|+KH{A5G1ngcx}l3<&aAM%u>f3Wy=(O9d#O9
z*LM~J|6|=J+ABZFxw`OFE#V|LL;Z5<qM^@EdX$zNgh9t+qqW5HN<+d^g!(FjZJ7eO
z;-M?vQLbq>-zC+@>rgFqceiJrc^fV{RSK}TS^KYM!AzYGCk<+1g|lc{uHMdCm+x})
z3STJK`|)0cbRX>6w9YnN$*P-0<8>nwF0RB1s_aBT%OYv>L@Y?VmSiY~s03XO<tJjZ
zpURw}TkBHuJGJa~9n{9=huZdKR4CO%e#H2QFQMY+>@x(D=&!30mbn#vFB*ST7aJ>l
zbz5_^6>}Z+BG|%2x~MvYtLQzLPXprP`#s(z36kD4Vl>?%82;_@a~QEw&7J+$<|b4Z
z*L;t`PSD+u2M?4+<K;QktD=?u(0bnW#ct@qi;jbWf`WZceQrsJ3?*WT=4foCs5tQG
zG_5cHfA&xP>AGs-xO|8Dh3~BFUmbnHe|Pj%<Ane~5Co!z!==W{2l(X%toG9%_rDy2
zp?{Z`wz7r8oB>?Yw#IOnB+S&o42Hv{2(!0<TLOR(5ae&3ys}~Q+6oRNa(JzEUH%2Q
zYG?B5g=eUA1Th~710_3Uy#u~jC(EG}n~6WdX1m2`^Dy|b0CR6NM`!CW28FM=&2Y}0
zB=(DV)XXka_CymJid>z<V4tq_j(@ZuEK6Bd>&O=~@twgs1zl%Arj(WiZoZ+*mvhaG
z!(1G{KD6W*rsxg6r}dq$w`4u)8F4*P90yk_WS8sR*V%@R+3_LA+=wr`MXKZr;)h1#
zha7SHff4gI#IwWii1Z(3>LgK}JPJ8=ts9wFFvb7Uh>8qTifCOh8xvRwHE`9~C7TMH
zRI0ltgk_aYQ|n0gGG(r}y-3x2LD{f}MW&8ASuqPO-{k6je4GvPQ-85{DjOvByyrQ1
zmKA%^-y9-WCcV~Y#I0$jol(PXi23gFbJPzp_wriq0vW@0z3q?>9*&@90(BK?xknF;
zi2RIT7ur=Z={+ncdTaDCPE0^xQI$9&s!ad)2i8IOK@VB$!8=4EYv)d}q8jkk(DvxF
z!F}7SjP0=3sw(j1PXY0&DqeL}f<4b+ypG1<&sH(2<lEoj;i>VGJvKRi`-H-~*OCMD
zL?Wskw?2iHu^<kU`BUXbwwS~n2~#z#>K|6X8@K$y8Ie5Jf##m}DRIr5?Rhf~c()nm
z)B4W+Zi#~FWT2AqP+F?oRKs)EfjAmDsMW5901*R~`>`y6GW~0+!{-E}gcOdPnVAf0
zJ^0asN5|Z<<oF3X_q4`>Pn-30_E1&bRmaiw(dPElkZTQ_G+c49YbbnP=~{~27IeiH
zV&*ySX4@OrN2n=Q8z$~z7JvHeR4!Q-%ZM`fb<%Eq<yp*uZHZ&C3u743Hhq%gyE!&}
zkzxVYajQM}$VDmD6p%DkF(vb~K?6Q=ui~~$)=yf-ys2rqFk6B~1Io<79C+_WorFnO
zlFR`8Q9@N_kPVk0wjr)XhhNe2$1NRTWacD(6RYpmc+OY?UA<61m5QO)m^Ue9kN6eW
zd6a-Q53cK*Ouff@SvxJ3Z$w*=eZG}R1y55jdM=$=7S09Chhkfk71;)Lc3PH^!a1}H
zyJL9F*u`FxDCYD-(NKZn#c{8j)oX`8Je5{qUw{XCZ-f<$Q9rgTx}2*Ne!P%_rXZ_5
zRHN0-C*msh@sf;V_XoThYMWz{ETFqnK0=HXu&&j4DO2q~O6ltMe8gr=%kE1J_m?Jd
zgO#!ZWw@56!kPy6lXc;sn$^CZ`yGW6WU4IQXiNRUj!^<)@5PH>kxa6t(q04~hO@Ec
z;)>;NpFLy<F*k}_BmL_5nsLQs;A7M$0qX#|JcMhB+X$%3(pFAosVEv_FMOC-l~mnf
zF79qhRf~RrutGSfe=A4x@sH(NspXd4a6p4WiM+L9jzpY$jGyJPtIbtGw&v<PyiqmO
zCA6aVC-|9<1&WJux0F*U#`X$)Jwi%<#9wz#lX_@~h^c`d84p#dMJMmL5Jc|MWYm5+
zd}2oGjH={%{{S6{a3%NUB>k24vS7W$vY`3sWt=o@OHAp-TV+sc&IZFgE*d@X0D@;X
z`Y}~W>Pk_k03>_~&wRxggjO-!FVJ#n+Pr3Yk8s?XcUI#}oji^eWz~0smc77}vC5k_
zI%gR5`2KNMevLl~6Z!jaOSKBQ>2vxCV?{7Pt4=d;j;3`|tf3>kab1ckaWSi%QPP9?
z-9dFNf$?^s$d4_&5jLNM@b`6R=0G^w*@zz3tB-RJ_)5o{7WwDLxUeoZ<yg>7W78&n
z@Npd9|J2Pg5Odpnd%suHkT8BSK!n{pPSjqY5R0J|qB)A|{C$R5_9(w3dxI`(n!T28
z0YTADZL`n^q)zNQo$XTt7lVo^j+Y2sr<}M3U+EKJPlj-zo2c_ns_9LLF6`H|ayF52
z6VglyhT)rRmW8)#J^>(KVe0zJ%*X%qTb+}gJ>;haB);+tQdDVRP`VhcgxZ&-jEx@0
zjl^-=WNmdk*dm!%-!;lauQJ*?z<F7Ut@w<*0nGkuIH1YX3{HVOIOl#{-vED?ie~{K
zVipYTB=zIseEg_upe7J<w9{&v=(+Inn8oH@mGtHblXv4zJ_8?ZWHsNw#~F(I2lsvs
z4vw5hrtxFW2aC>3Ucrz950t%Jwxb+4GR-hg<4SeY$A?J~O=egc1>LbW7-e>}-&ncj
zR|+SKD@7~hPj$8Hx<^mQ_EZBNneaHqAw6o9=2RM3-K+P}axJ1&enDgZv@NP|n#B48
zfrWsR6_vZUAW-q}xD3lrTJ-ZJfgRBiW6o`6bsAdbZi(w^WU086B@Ldik25Sf6;p;Q
zL-<@K02ztx1qIH(&Z5A-&x#Vx4vyju9soUV1j@_94d8?F8Q^fK8aw|CZ}};Tm|oT4
z&aS5Lzc3d74<Zmo31((x{4aWHFc$|`XH%F9;2*&_Jb$I7qhewWGlc^{KPPiU+R_e)
zd_a7EJ*YZ6n5x6z06i{MNofF=oSm@+OyWQ9asVz3m<Qb8=RA#w^09{_3g`j={hZ?w
z$!K^w!T^Y3TfqLl0^t3b>8~K6pP@l&P{4oYqXq%|mHppV3%sDe%l=QR1zr#s_{VC&
zz(KF)zAy90o#S(q1F~;kqWdkc(U7T{l+<~xz7h>esFB36^vW}-X)y}+mG93-FF+Lt
z<a(u4GcoW~-QCSCEQZsdM_=dSo36I1h7Emgwu+|`%S7(3Ur&|$ot2IC>0GKGMOUS!
zl(pvEB~`gsDL33MeF$h9wlCs(Q$_AD8(#8;9F$!>*@0)1S6QK{MCy}Y0{(Jne){ox
z+bc`+K<U-sb@OSTF8S_ttKow$!6728r8SiuHFkna2g8ZyCvOKomABe_PdcG5nxtI)
z9$k}LzF2oubi01YRfSHS*H~Lj_NlN;w~QszKQaVZdsi+>X>$v~By>2QyM5Voqa~x`
zz<i#p)m?xsEQ0anf=0Bu^4iK=ue`aGOkx+WfM=)s%aiTJ>*)R&cMW;v)Urcqw)NuF
z+w$bwMw+|Iie7)$>#4b!voDv~3Zr~lDS6KC4%5rTYWPD$&`uV{=i_ABwxNx!pGxU^
z)Faz+8l&vE{rm)T=%zWp4mWwNXv}$T=T}m<-tu(jR~Y+ga<ODZzCKEQ8%Lu!HK=l_
z%S>$HRh#@~c)Otab?IiI(dDU*dgiCD+b?9&?q+)<6s@hR47BI#a&B)?BH?D)&6A(T
zVrPiCUJMU<2;CnIt{$jp8>AfWUiK>^KQ^0%7&brh7ZglOAziYaYGPpcjGuq?ru0CO
zb)?E?A|%qD#aQXUj@F0Jk4J5i?`3k9NPF5iT)R%bE;de|U!IPMz#;p65i>y@T64!7
z+>Tc5>H$*X`$*v%uEspk9EmRBgW+3Wg9wpK(q$5=c5Gs`>Ymd4RWH15KAJ-t@&Y;K
z3x>6Go;k-S0sSW)F`EO|gsv*WrP=VHaa`7n>$g*J<Af5sUX_cXnQJ!*Z6e>rjBiqR
ztUd;sNIB7&$(T5mcCS8U_vQg-4taKG&h;+T4%4n*sP<FxhL-aW2SR+rv+fxXP5PJQ
z_5`Eots`m2fGCd{RYDxS&Fa({E?VpOavX7l?)2S@@JC&-ZcrK|oM$-$b7X9uyQHUW
z1~{S@vwDv*HJ=zl@YeZ6T%6INptQI*{zY#a^&%1~>)%yo>M1@8Gg<Z8HGd=-LJ%(2
zMbLHpjqEt&<T=w@l<cpGhanuNR3?=&9k}*wTNiBho(8mmLi%^Zo0sZ7d7G?eNbV!Y
zpTSv_TR-^sb2b1z^>^NZ9)L9k>_&C&VbgCfBW&(>E0&MocGz@#ASa_1yX+&Wr4wL9
za;e1`^x_L~i7vD4<!!c1e7T_FoG&h6$)kMcWy(0_^L6i=K^M0ceKJ2k_^nVd{h4aJ
ze^F%kkoxy?@#|?v#@b>H&3hHyTf@(9Ug@fZ+l@b(P`e=1kOIB!JlwBq^&l=TFp1~O
zcNjM+w2ERNU7(Qai~q8NoI-K=bOJM6E0yD-*eZlK%ZYdM?UwcT)TlM*xs%GK3~pJK
zrma06H{f{nYQ0+2dnDT7v-F@;v&wItR*j9()RDMWF{S6(*GH~)g$Ak)nex45dp0sR
zK}6xS9UCyPE@8B#KD_><F;tcO5<mJnF-GFq*rSL+x?S0fP2oHUC6RzxjL16PCD5N%
zusNcELEQFuoW?s@PKeY$KJMlW&khhn{GEa<VC1R`+#ihFN%{FmpqzLZ5em8^-jUsO
z?98c1Wy1O~3|8mVy32+<ggkj~%KbcRJ>$q!*fE1e@oWuh#ZdP8Xuj=CQM`9UO;>bM
zyqkPw`%XZKDIq%soxWP<(IDHVyyGQOoHQX`auZ!esFOj~8j@}P{QJ{LhLJTg#@+;*
zIp#>H95|q=hH*RUv@jz5owO8`70q9ONLu<ciBB*_rwUJQ_ouywP)t^gO3ZYsuS=LS
zB&V^&Yj0O((Or}?uw0sHR18;>$Bu>Kjq2Z2dPjLIy29T$gz-RO_anYB9u#;mFYJT}
z@paU-KG6D<nUQ}^#we(}RmLAA2IJP!Hi>jJdBP)N&Ty!5_<ppJ<31pVK*V`(FBg_J
z!FYDiMYYI*tNdfY>hTzXOJz<<Z2F6VCrK_G2?^;Dr%(NKlbR;p9V~0BwD+&U8MID>
zYg-cvi{(zCxlPh9J!X5qdwyqYlAS#_wt2L*Y9{}7Y<d2AJdJ`|L{x{hTd2nX%7nWt
zYJkN`<I&Qd<KFko>kA0u65|4TrysU}G$5IRLhwn;>W6Cm{dL*zTc)NQ%3R*?kX=)2
z_rm;jcc&QRjC)nGMa#Dujp~)r)F!P)6_o<+D}s3wwCRX*`WIh7ZN^zlSr09hg8T=b
zV1h4m+N>OB-H6OXiW%9k!c$UBMZovTc;eO}=BGd%Be#ck5z_VC_pYw=(Zqg;%`>@`
zY+Dw98tUR+D7hgSUX_XzO@`*nM!_x2SBL}mDj0C(IHMG|(Nl3MU0$Ysk=iE{#5?Lw
zh;0XDfe7LmYO#E}s5aQ><tSUQVW8f7&yQESZ_k~;)|NsZ%#*>>;2~yYC2klpe$T3u
zIy@x>Na)x=j8@F+*S;w13Za6H^ES%<Ku)*=g9%sf_XaE_ByrX}1l4*JyLq%=%ZKKr
zwv~_v2EF$`a;O~ih&o%ird@T$OLxnQo)P+-e6N=%LYZJ70(F-?NV`jux;2MAybmp3
zVL?Jpc6*rOTU_ktV)C((*Rt`dbj}Zu6q|eJsA&4;kv|76PQilwrj2jPo@9nC)(L*&
zCRucF?<-vf6D6XOt2kv1AlVH%Hj|zlK9y=6AFK1YP*0P@?3MRPpkYS~%<@h!|1Lm^
zt(%}{#6-X;_2gBY#|J`mOqYSTDr%n0K6oaK@7?^l0<S5m9l%Snfc0d67iWY*A@YyP
ziTz<|tat-ryPyw>c~Uc2R^rAG@%s9a3pejMHT5YXD<Sy{-QDJ%>CIaIkb!S`_(kZN
z;!8=QgL#eT+qM^1v~G>7FHZw$j#*S|v>W9XfalHQaQ=I?5E&J}^bx9*o=m!Y210lj
z(S%Wz!@0sX;hg&L6YILsLc{2t?9(+@CgEffk)`BOfSS(?{utCVinwMVi=d4!0UPQk
zIO>)8Iwvj$g&f_HSH4Fa2^DtRIr5kvbbqr&Hb>tiGZ=ZVNq<DJe&D$AlY0CPM&W>L
zio6hS>sr8Z9t-o~4`#g<n|kc7>L)mI4_EWw@VSO#MNH8TriaTKYtvdw;Pkn6SC-)N
z4_l^dOi2sT$UbevqUu@`>cvoC(2GCe`e?llm0vfh^YHhmZns_krf%FmWB1mcu&2M=
zi9WFl{*(o~9m@6%ziJco5<YdTy=I&wk1DAMbovf5P6)Kom!Dud6SY^k*U^$@X6eYT
zr1qvyj>B^nR7gjdS8B7vex1IVW5Y6Si>iD<KN5!9z(iCC(5kq~)=>)WoYG?*jlbtq
z;ecMqQcuE(#=cLy-$aPgp`h8=BmGK^iUVm&{hXx%=A<a|NsI4>5>*<x;RCYH9a0B@
zmc_FV?G?-ytM>Q_k<BbyKDV1I=|d#Fgq6`oRl|1Fv?iaSc5rojVewC%>mVI&blr({
zWFxu#r-t_3$LQXO#a_@`s@T26{vEE#!jaio-@vpLl@(I^ioD?aR!ombwpAW*_pp6#
z<{XZ2Y;wSKrGl3yV=meGwd=6FvvIq094IWQ>5BNA#HEn%Da7)G=20wm!vnHl?8*mZ
zRbR$Kq$mX+vU-O|0hS~w@4kIt*@(?1e*bn&Sz&OFxn06JiEpI`%?8-eGaH6wGOZhP
z<q@|*;wu8cQ+v*4#PfbUuYzX*d(%)FK!RbbV^QBvl-|Fh&mJm+^~zj7pF%e@yU#5S
zyz_AMrH|iQggJ#m_#Co9zorXZ9+lBy!T!1bkRYWP3#0qxLz5#XQ|vRvED!mdyjLpB
zjr#>@0yNBL;IWZi<3iU_Bel416JP6N=9!JoF(S!`6Y|dk2GnmQ^g6keV#G$#o8zZ-
z=q_uS6XU+_J3b(V_p>(5?u{7~2Cp?FFi*c9{#MEc48!wk?~_d>8^K-|OCoL9!He~>
z^_cs%l#lNqeBQmnkrMxEd1Khvr2l>(6dV!TgUWXk6QF-gAXoCbsw5|)o**xar7O(h
zd9xLp#IY9;ByU5FM_tCIj;_Y4Io#0*Laex@=aNKkLQje|BPp=opCz6XdZ)#<JI~qA
z`Rda}eP|-ufi;+c&|>I$GSNEPmQL%7w-c{CKZU7sj@FA7KW~Zlgi}o?5{nBeIU4BS
z@UAS;TQS+t)xY+goVa0y-=_3N92k}qNNQnLW0LcQJ)OK}i1vxU8~44PX*>ABkFnGt
zmh3w$gjyXGD@N`^^@NcdN_}xFwpl{*#5>koJmTQtB8`CD9PVrgg?ksv3~^!r-h{7+
zey7pc3HUO2^hA0p!(546s;tK&Mk}0Ts`2U9)j&dX-!IfOMA*53BAgBaa&PxQF>Tiv
z5DQe?an{PW%1%aVzU(|y_%aGXn!2?*N_sa$hC4T7=>wX3c3zK_dZ;(i4uad5!FY-L
zdd45|_ZSx<b**Mcx5if_OK?KakCPQ9x`Qo~6(Go{NZi*ZX=`R=pGLE^J_ew=l*-J~
zB$+?;OePqStos_Wa7FDX*?L3x&Xtiz&Npx~JZ^x9eRd-_p?7J2G)w-emTGbMIX_<p
zv4)m;{dI}K;xkc;l}Dz9Hu+DMJ+jmZL3>TIu~`gmZYRA%N$c3=GP^B7!r9Pwgb&lQ
zPXt~IGapH;;J!6_VVRzI-Ly^Cp%AoJgF>l$VT@flWLXu<JCh*CfO5^A^#DDoN*KT9
zf~c<leEQ}6q;+ST0S}rcJjv1{9WEAB^n-^}_OE>sgPs*o;G0J~A6x+D#CA*C8eVSg
zw5FS0S-i}5L4A%|6xgV6Wg6K(tk@i{<)IxclF1dAi_|_s_ZI8qTf{=5)RdT5h;t9(
zS5=BO#R}v6jjsfOy8)Hnm6Bs(wx1bg$+L_xbKB{}2@65w0b6R|*lCbc00RkmE!s|D
z^e7E~C2>a@X*uio2`SWN*aBU@AC`UYY~yRTh}`a#aUX}`;GGhW@5;7URK^q3TnDx(
zurVi$<U4FR!g*DOHfN$j%x*!`bzf;>ZBbR)&-m5UREyNJM5vgS=$VpFT*bqffxTpQ
zf0L1yjebLfRxS~?*69K4uBEz}3JU=Rio-ncn=-r)r5s`6I75o@5h-vwx<0XZv>|#j
z=`oA?G`@8|A*eHYSb)E7Uhz#iVY(^#V2d7p`XTke0P`e`rzK7{cJ_`G_gn?P*HDSA
zY_^2n$qzA13ZW^X9nbZq@A|p?bCQ02sdMjy^@FX6XfNrY<j=p%)cXul#-2Su{Mli{
z*q2Jp-97jAi3T>i7k#mBa)`X!Q_R(uoCWws1o>?<*At$G-p|5Oy?)bnBvhD2NRMuZ
zTBVh+%)4|2W6RC021BI#hrOupUA+!dl&?b`SSL<JcM({UYExmnPFu<Vn41>upxw2m
zqK;v8s`MWKSDM0PodCJI^PL;P2Bk+UfP>=v)6!<SZT{W)N&)8wEYs_3fDB6CK}SVS
z9^O~RvjhhWI%#aSD1jg!Of%7?rbZlNzg+WIqCItNDQ(O84;xKXaw75+d3vUaQ;t}?
z<KA^)3yM@T7|Hm*5MDo?cC{24kqR`8VZGxp7*O@TwvRx`QqFz?yX&xsXJQPkHP(nW
zykt7k?;`xMerZD+JA2BxW2pF@QO8GJ;^+hW$GFb*Y?M&cW<M4`=<QgXYv_Q3tk!{*
z*t7aHW0ZsUqbjJ1SN&2-XY2dYry9Mv^~akyy$%v7*~*s|SWb@@itE~LsPEESylxI>
z?ojZM94iD2|BY?p{r_g0!2fHu=@*ssi}FDbLVr+6|3V%8B7FX@)X{I{R<JU20qFfC
zh|~bUzivFgxG@0euiLL`sv(Fo2?tjMpM_w^{+p0;`Hhj{{X5I_ldp35KP=l{8WP5E
zV_OG{-*kSmR{zCfNgz(Yfjc+@SZ?o-9FfeB%#q+oHb?*@AQC4MFX93qaUj0#zb?+d
zNpK>WA~_)0vHmiRnX4&cFO0<sj$qU{9F1LV9XNn|d;tBw5Jxj}P8V}ddl;O<*1_G_
z!V1P|>R_kOiqKVZFq1^=p8;4T1$elDAZ}i6J|HhQgb&Qd&BM&i&5RKFRX{5T`~QdB
ze^YNB&M<Qv1p5fa;r_1=0L;gSU<J(qe_>ECln24({rmvz{}cP`>8Bj{zcDZbh+s1R
zkmKP+91-*f#tlSR^$!fl_b+n%|HOEph*tky7tHswL;Q~M0ilT2{v88@|5x<@^73&b
zn9bjHAwd3rU|@deKkNdAg8zX*xPR`C{+S-|A7zH{@c#q*rS-d=dHHz3f0hLZ20{L`
zJrE)GrwtGt4fJREfM8zWpXK8PLU{k73+DSr`||Mf{-Z4sy8pDxztjVY=)`~4gBQ%t
z_h-Jmd=TzG`wK6a@8=Nmn@thb<^Hp7P()Wl>{I_K$BST~f5RaBP~e{!BDH_y`<K@5
z?EwWNcCi0Q5AntzUg_WSKw!{6>kEY-VjcdJgK&fY)(_y$##Xj4XPjT8zMQ?e0|2q%
z{)=~4b8vtIem2vueF7^l*w5FPOHLA?Cu9cXH#axt2f=_KC<w?8G6wN*LxILHn7KI*
zKLi355rUZmK@fg!D6cV?8^ntkN5F`qsknj0#-_$*CLjn*<QLiR0ylPs{~9Bph~CME
L!^9+|B8~GOpU?Mj

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-reg.xml
new file mode 100644
index 00000000..6c153fbd
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-reg.xml
@@ -0,0 +1,1376 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-021-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='122'/>
+         <instruction instr-id='122' subinstr-id='2'/>
+         <instruction instr-id='122' subinstr-id='4'/>
+         <instruction instr-id='122' subinstr-id='6'/>
+         <instruction instr-id='122' subinstr-id='8'/>
+         <instruction instr-id='122' subinstr-id='10'/>
+         <instruction instr-id='122' subinstr-id='12'/>
+         <instruction instr-id='122' subinstr-id='14'/>
+         <instruction instr-id='122' subinstr-id='16'/>
+         <instruction instr-id='122' subinstr-id='18'/>
+         <instruction instr-id='122' subinstr-id='20'/>
+         <instruction instr-id='122' subinstr-id='22'/>
+         <instruction instr-id='122' subinstr-id='24'/>
+         <instruction instr-id='122' subinstr-id='26'/>
+         <instruction instr-id='122' subinstr-id='28'/>
+         <instruction instr-id='122' subinstr-id='30'/>
+         <instruction instr-id='122' subinstr-id='32'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='200' subinstr-id='2'/>
+         <instruction instr-id='200' subinstr-id='4'/>
+         <instruction instr-id='200' subinstr-id='6'/>
+         <instruction instr-id='200' subinstr-id='8'/>
+         <instruction instr-id='200' subinstr-id='10'/>
+         <instruction instr-id='200' subinstr-id='12'/>
+         <instruction instr-id='200' subinstr-id='14'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='10'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='285' subinstr-id='4'/>
+         <instruction instr-id='285' subinstr-id='6'/>
+         <instruction instr-id='285' subinstr-id='8'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='343' subinstr-id='2'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='424' subinstr-id='2'/>
+         <instruction instr-id='424' subinstr-id='4'/>
+         <instruction instr-id='424' subinstr-id='6'/>
+         <instruction instr-id='424' subinstr-id='8'/>
+         <instruction instr-id='424' subinstr-id='10'/>
+         <instruction instr-id='424' subinstr-id='12'/>
+         <instruction instr-id='424' subinstr-id='16'/>
+         <instruction instr-id='424' subinstr-id='18'/>
+         <instruction instr-id='424' subinstr-id='20'/>
+         <instruction instr-id='424' subinstr-id='22'/>
+         <instruction instr-id='424' subinstr-id='24'/>
+         <instruction instr-id='424' subinstr-id='26'/>
+         <instruction instr-id='424' subinstr-id='28'/>
+         <instruction instr-id='424' subinstr-id='30'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='453' subinstr-id='2'/>
+         <instruction instr-id='453' subinstr-id='4'/>
+         <instruction instr-id='453' subinstr-id='6'/>
+         <instruction instr-id='453' subinstr-id='8'/>
+         <instruction instr-id='453' subinstr-id='10'/>
+         <instruction instr-id='453' subinstr-id='12'/>
+         <instruction instr-id='453' subinstr-id='14'/>
+         <instruction instr-id='453' subinstr-id='16'/>
+         <instruction instr-id='453' subinstr-id='18'/>
+         <instruction instr-id='482'/>
+         <instruction instr-id='482' subinstr-id='2'/>
+         <instruction instr-id='482' subinstr-id='4'/>
+         <instruction instr-id='482' subinstr-id='6'/>
+         <instruction instr-id='482' subinstr-id='8'/>
+         <instruction instr-id='511'/>
+         <instruction instr-id='511' subinstr-id='2'/>
+         <instruction instr-id='511' subinstr-id='4'/>
+         <instruction instr-id='511' subinstr-id='6'/>
+         <instruction instr-id='511' subinstr-id='8'/>
+         <instruction instr-id='578'/>
+         <instruction instr-id='578' subinstr-id='2'/>
+         <instruction instr-id='578' subinstr-id='4'/>
+         <instruction instr-id='578' subinstr-id='6'/>
+         <instruction instr-id='578' subinstr-id='8'/>
+         <instruction instr-id='607'/>
+         <instruction instr-id='607' subinstr-id='2'/>
+         <instruction instr-id='636'/>
+         <instruction instr-id='636' subinstr-id='2'/>
+         <instruction instr-id='709'/>
+         <instruction instr-id='709' subinstr-id='2'/>
+         <instruction instr-id='709' subinstr-id='4'/>
+         <instruction instr-id='709' subinstr-id='6'/>
+         <instruction instr-id='709' subinstr-id='8'/>
+         <instruction instr-id='709' subinstr-id='10'/>
+         <instruction instr-id='709' subinstr-id='12'/>
+         <instruction instr-id='709' subinstr-id='16'/>
+         <instruction instr-id='709' subinstr-id='18'/>
+         <instruction instr-id='709' subinstr-id='20'/>
+         <instruction instr-id='709' subinstr-id='22'/>
+         <instruction instr-id='709' subinstr-id='24'/>
+         <instruction instr-id='709' subinstr-id='26'/>
+         <instruction instr-id='709' subinstr-id='28'/>
+         <instruction instr-id='709' subinstr-id='30'/>
+         <instruction instr-id='738'/>
+         <instruction instr-id='738' subinstr-id='2'/>
+         <instruction instr-id='738' subinstr-id='4'/>
+         <instruction instr-id='738' subinstr-id='6'/>
+         <instruction instr-id='738' subinstr-id='8'/>
+         <instruction instr-id='738' subinstr-id='10'/>
+         <instruction instr-id='738' subinstr-id='12'/>
+         <instruction instr-id='738' subinstr-id='14'/>
+         <instruction instr-id='738' subinstr-id='16'/>
+         <instruction instr-id='738' subinstr-id='18'/>
+         <instruction instr-id='767'/>
+         <instruction instr-id='767' subinstr-id='2'/>
+         <instruction instr-id='767' subinstr-id='4'/>
+         <instruction instr-id='767' subinstr-id='6'/>
+         <instruction instr-id='767' subinstr-id='8'/>
+         <instruction instr-id='796'/>
+         <instruction instr-id='796' subinstr-id='2'/>
+         <instruction instr-id='796' subinstr-id='4'/>
+         <instruction instr-id='796' subinstr-id='6'/>
+         <instruction instr-id='863'/>
+         <instruction instr-id='863' subinstr-id='2'/>
+         <instruction instr-id='863' subinstr-id='4'/>
+         <instruction instr-id='863' subinstr-id='6'/>
+         <instruction instr-id='863' subinstr-id='8'/>
+         <instruction instr-id='892'/>
+         <instruction instr-id='892' subinstr-id='2'/>
+         <instruction instr-id='921'/>
+         <instruction instr-id='921' subinstr-id='2'/>
+         <instruction instr-id='994'/>
+         <instruction instr-id='994' subinstr-id='2'/>
+         <instruction instr-id='994' subinstr-id='4'/>
+         <instruction instr-id='994' subinstr-id='6'/>
+         <instruction instr-id='994' subinstr-id='8'/>
+         <instruction instr-id='994' subinstr-id='10'/>
+         <instruction instr-id='1023'/>
+         <instruction instr-id='1023' subinstr-id='2'/>
+         <instruction instr-id='1023' subinstr-id='4'/>
+         <instruction instr-id='1023' subinstr-id='6'/>
+         <instruction instr-id='1023' subinstr-id='8'/>
+         <instruction instr-id='1023' subinstr-id='10'/>
+         <instruction instr-id='1023' subinstr-id='12'/>
+         <instruction instr-id='1023' subinstr-id='14'/>
+         <instruction instr-id='1023' subinstr-id='16'/>
+         <instruction instr-id='1023' subinstr-id='18'/>
+         <instruction instr-id='1052'/>
+         <instruction instr-id='1052' subinstr-id='2'/>
+         <instruction instr-id='1052' subinstr-id='4'/>
+         <instruction instr-id='1052' subinstr-id='6'/>
+         <instruction instr-id='1081'/>
+         <instruction instr-id='1081' subinstr-id='2'/>
+         <instruction instr-id='1081' subinstr-id='4'/>
+         <instruction instr-id='1081' subinstr-id='6'/>
+         <instruction instr-id='1148'/>
+         <instruction instr-id='1148' subinstr-id='2'/>
+         <instruction instr-id='1148' subinstr-id='4'/>
+         <instruction instr-id='1148' subinstr-id='6'/>
+         <instruction instr-id='1148' subinstr-id='8'/>
+         <instruction instr-id='1177'/>
+         <instruction instr-id='1177' subinstr-id='2'/>
+         <instruction instr-id='1206'/>
+         <instruction instr-id='1279'/>
+         <instruction instr-id='1279' subinstr-id='2'/>
+         <instruction instr-id='1279' subinstr-id='4'/>
+         <instruction instr-id='1279' subinstr-id='6'/>
+         <instruction instr-id='1279' subinstr-id='8'/>
+         <instruction instr-id='1279' subinstr-id='10'/>
+         <instruction instr-id='1279' subinstr-id='12'/>
+         <instruction instr-id='1279' subinstr-id='16'/>
+         <instruction instr-id='1279' subinstr-id='18'/>
+         <instruction instr-id='1279' subinstr-id='20'/>
+         <instruction instr-id='1279' subinstr-id='22'/>
+         <instruction instr-id='1279' subinstr-id='24'/>
+         <instruction instr-id='1279' subinstr-id='26'/>
+         <instruction instr-id='1279' subinstr-id='28'/>
+         <instruction instr-id='1291'/>
+         <instruction instr-id='1291' subinstr-id='2'/>
+         <instruction instr-id='1291' subinstr-id='4'/>
+         <instruction instr-id='1291' subinstr-id='6'/>
+         <instruction instr-id='1291' subinstr-id='8'/>
+         <instruction instr-id='1291' subinstr-id='10'/>
+         <instruction instr-id='1291' subinstr-id='12'/>
+         <instruction instr-id='1291' subinstr-id='14'/>
+         <instruction instr-id='1320'/>
+         <instruction instr-id='1320' subinstr-id='2'/>
+         <instruction instr-id='1320' subinstr-id='4'/>
+         <instruction instr-id='1320' subinstr-id='6'/>
+         <instruction instr-id='1320' subinstr-id='8'/>
+         <instruction instr-id='1320' subinstr-id='10'/>
+         <instruction instr-id='1320' subinstr-id='12'/>
+         <instruction instr-id='1320' subinstr-id='14'/>
+         <instruction instr-id='1320' subinstr-id='16'/>
+         <instruction instr-id='1320' subinstr-id='18'/>
+         <instruction instr-id='1349'/>
+         <instruction instr-id='1349' subinstr-id='2'/>
+         <instruction instr-id='1349' subinstr-id='4'/>
+         <instruction instr-id='1349' subinstr-id='6'/>
+         <instruction instr-id='1378'/>
+         <instruction instr-id='1378' subinstr-id='2'/>
+         <instruction instr-id='1378' subinstr-id='4'/>
+         <instruction instr-id='1378' subinstr-id='6'/>
+         <instruction instr-id='1445'/>
+         <instruction instr-id='1445' subinstr-id='2'/>
+         <instruction instr-id='1445' subinstr-id='4'/>
+         <instruction instr-id='1445' subinstr-id='6'/>
+         <instruction instr-id='1445' subinstr-id='8'/>
+         <instruction instr-id='1474'/>
+         <instruction instr-id='1474' subinstr-id='2'/>
+         <instruction instr-id='1503'/>
+         <instruction instr-id='1503' subinstr-id='2'/>
+         <instruction instr-id='1576'/>
+         <instruction instr-id='1576' subinstr-id='2'/>
+         <instruction instr-id='1576' subinstr-id='4'/>
+         <instruction instr-id='1576' subinstr-id='6'/>
+         <instruction instr-id='1576' subinstr-id='8'/>
+         <instruction instr-id='1576' subinstr-id='10'/>
+         <instruction instr-id='1576' subinstr-id='12'/>
+         <instruction instr-id='1576' subinstr-id='14'/>
+         <instruction instr-id='1576' subinstr-id='16'/>
+         <instruction instr-id='1576' subinstr-id='18'/>
+         <instruction instr-id='1605'/>
+         <instruction instr-id='1605' subinstr-id='2'/>
+         <instruction instr-id='1605' subinstr-id='4'/>
+         <instruction instr-id='1605' subinstr-id='6'/>
+         <instruction instr-id='1605' subinstr-id='8'/>
+         <instruction instr-id='1605' subinstr-id='10'/>
+         <instruction instr-id='1605' subinstr-id='12'/>
+         <instruction instr-id='1605' subinstr-id='14'/>
+         <instruction instr-id='1605' subinstr-id='16'/>
+         <instruction instr-id='1605' subinstr-id='18'/>
+         <instruction instr-id='1634'/>
+         <instruction instr-id='1634' subinstr-id='2'/>
+         <instruction instr-id='1634' subinstr-id='4'/>
+         <instruction instr-id='1634' subinstr-id='6'/>
+         <instruction instr-id='1663'/>
+         <instruction instr-id='1663' subinstr-id='2'/>
+         <instruction instr-id='1663' subinstr-id='4'/>
+         <instruction instr-id='1663' subinstr-id='6'/>
+         <instruction instr-id='1730'/>
+         <instruction instr-id='1730' subinstr-id='2'/>
+         <instruction instr-id='1730' subinstr-id='4'/>
+         <instruction instr-id='1730' subinstr-id='6'/>
+         <instruction instr-id='1730' subinstr-id='8'/>
+         <instruction instr-id='1759'/>
+         <instruction instr-id='1788'/>
+         <instruction instr-id='1861'/>
+         <instruction instr-id='1861' subinstr-id='2'/>
+         <instruction instr-id='1861' subinstr-id='4'/>
+         <instruction instr-id='1861' subinstr-id='6'/>
+         <instruction instr-id='1861' subinstr-id='8'/>
+         <instruction instr-id='1861' subinstr-id='10'/>
+         <instruction instr-id='1861' subinstr-id='12'/>
+         <instruction instr-id='1861' subinstr-id='14'/>
+         <instruction instr-id='1890'/>
+         <instruction instr-id='1890' subinstr-id='2'/>
+         <instruction instr-id='1890' subinstr-id='4'/>
+         <instruction instr-id='1890' subinstr-id='6'/>
+         <instruction instr-id='1890' subinstr-id='8'/>
+         <instruction instr-id='1890' subinstr-id='10'/>
+         <instruction instr-id='1890' subinstr-id='12'/>
+         <instruction instr-id='1890' subinstr-id='14'/>
+         <instruction instr-id='1890' subinstr-id='16'/>
+         <instruction instr-id='1890' subinstr-id='18'/>
+         <instruction instr-id='1919'/>
+         <instruction instr-id='1919' subinstr-id='2'/>
+         <instruction instr-id='1919' subinstr-id='4'/>
+         <instruction instr-id='1919' subinstr-id='6'/>
+         <instruction instr-id='1948'/>
+         <instruction instr-id='1948' subinstr-id='2'/>
+         <instruction instr-id='1948' subinstr-id='4'/>
+         <instruction instr-id='1948' subinstr-id='6'/>
+         <instruction instr-id='2015'/>
+         <instruction instr-id='2015' subinstr-id='2'/>
+         <instruction instr-id='2015' subinstr-id='4'/>
+         <instruction instr-id='2015' subinstr-id='6'/>
+         <instruction instr-id='2015' subinstr-id='8'/>
+         <instruction instr-id='2044'/>
+         <instruction instr-id='2073'/>
+         <instruction instr-id='2146'/>
+         <instruction instr-id='2146' subinstr-id='2'/>
+         <instruction instr-id='2146' subinstr-id='4'/>
+         <instruction instr-id='2146' subinstr-id='6'/>
+         <instruction instr-id='2146' subinstr-id='8'/>
+         <instruction instr-id='2146' subinstr-id='10'/>
+         <instruction instr-id='2146' subinstr-id='12'/>
+         <instruction instr-id='2146' subinstr-id='14'/>
+         <instruction instr-id='2146' subinstr-id='18'/>
+         <instruction instr-id='2146' subinstr-id='20'/>
+         <instruction instr-id='2146' subinstr-id='22'/>
+         <instruction instr-id='2146' subinstr-id='24'/>
+         <instruction instr-id='2146' subinstr-id='26'/>
+         <instruction instr-id='2146' subinstr-id='28'/>
+         <instruction instr-id='2146' subinstr-id='30'/>
+         <instruction instr-id='2146' subinstr-id='32'/>
+         <instruction instr-id='2146' subinstr-id='34'/>
+         <instruction instr-id='2146' subinstr-id='36'/>
+         <instruction instr-id='2146' subinstr-id='38'/>
+         <instruction instr-id='2158'/>
+         <instruction instr-id='2158' subinstr-id='2'/>
+         <instruction instr-id='2158' subinstr-id='4'/>
+         <instruction instr-id='2158' subinstr-id='6'/>
+         <instruction instr-id='2158' subinstr-id='8'/>
+         <instruction instr-id='2158' subinstr-id='10'/>
+         <instruction instr-id='2158' subinstr-id='12'/>
+         <instruction instr-id='2158' subinstr-id='14'/>
+         <instruction instr-id='2187'/>
+         <instruction instr-id='2187' subinstr-id='2'/>
+         <instruction instr-id='2187' subinstr-id='4'/>
+         <instruction instr-id='2187' subinstr-id='6'/>
+         <instruction instr-id='2187' subinstr-id='8'/>
+         <instruction instr-id='2187' subinstr-id='10'/>
+         <instruction instr-id='2187' subinstr-id='12'/>
+         <instruction instr-id='2187' subinstr-id='14'/>
+         <instruction instr-id='2187' subinstr-id='16'/>
+         <instruction instr-id='2187' subinstr-id='18'/>
+         <instruction instr-id='2216'/>
+         <instruction instr-id='2216' subinstr-id='2'/>
+         <instruction instr-id='2216' subinstr-id='4'/>
+         <instruction instr-id='2216' subinstr-id='6'/>
+         <instruction instr-id='2245'/>
+         <instruction instr-id='2245' subinstr-id='2'/>
+         <instruction instr-id='2245' subinstr-id='4'/>
+         <instruction instr-id='2245' subinstr-id='6'/>
+         <instruction instr-id='2312'/>
+         <instruction instr-id='2312' subinstr-id='2'/>
+         <instruction instr-id='2312' subinstr-id='4'/>
+         <instruction instr-id='2312' subinstr-id='6'/>
+         <instruction instr-id='2312' subinstr-id='8'/>
+         <instruction instr-id='2341'/>
+         <instruction instr-id='2370'/>
+         <instruction instr-id='2443'/>
+         <instruction instr-id='2443' subinstr-id='2'/>
+         <instruction instr-id='2443' subinstr-id='4'/>
+         <instruction instr-id='2443' subinstr-id='8'/>
+         <instruction instr-id='2443' subinstr-id='10'/>
+         <instruction instr-id='2443' subinstr-id='12'/>
+         <instruction instr-id='2443' subinstr-id='14'/>
+         <instruction instr-id='2443' subinstr-id='16'/>
+         <instruction instr-id='2443' subinstr-id='18'/>
+         <instruction instr-id='2443' subinstr-id='20'/>
+         <instruction instr-id='2443' subinstr-id='22'/>
+         <instruction instr-id='2443' subinstr-id='24'/>
+         <instruction instr-id='2472'/>
+         <instruction instr-id='2472' subinstr-id='2'/>
+         <instruction instr-id='2472' subinstr-id='4'/>
+         <instruction instr-id='2472' subinstr-id='6'/>
+         <instruction instr-id='2472' subinstr-id='8'/>
+         <instruction instr-id='2472' subinstr-id='10'/>
+         <instruction instr-id='2472' subinstr-id='12'/>
+         <instruction instr-id='2472' subinstr-id='14'/>
+         <instruction instr-id='2472' subinstr-id='16'/>
+         <instruction instr-id='2472' subinstr-id='18'/>
+         <instruction instr-id='2501'/>
+         <instruction instr-id='2501' subinstr-id='2'/>
+         <instruction instr-id='2501' subinstr-id='4'/>
+         <instruction instr-id='2501' subinstr-id='6'/>
+         <instruction instr-id='2530'/>
+         <instruction instr-id='2530' subinstr-id='2'/>
+         <instruction instr-id='2530' subinstr-id='4'/>
+         <instruction instr-id='2530' subinstr-id='6'/>
+         <instruction instr-id='2597'/>
+         <instruction instr-id='2597' subinstr-id='2'/>
+         <instruction instr-id='2597' subinstr-id='4'/>
+         <instruction instr-id='2597' subinstr-id='6'/>
+         <instruction instr-id='2597' subinstr-id='8'/>
+         <instruction instr-id='2626'/>
+         <instruction instr-id='2626' subinstr-id='2'/>
+         <instruction instr-id='2655'/>
+         <instruction instr-id='2728'/>
+         <instruction instr-id='2728' subinstr-id='2'/>
+         <instruction instr-id='2728' subinstr-id='4'/>
+         <instruction instr-id='2728' subinstr-id='6'/>
+         <instruction instr-id='2728' subinstr-id='8'/>
+         <instruction instr-id='2728' subinstr-id='10'/>
+         <instruction instr-id='2728' subinstr-id='12'/>
+         <instruction instr-id='2728' subinstr-id='14'/>
+         <instruction instr-id='2728' subinstr-id='16'/>
+         <instruction instr-id='2728' subinstr-id='20'/>
+         <instruction instr-id='2728' subinstr-id='22'/>
+         <instruction instr-id='2728' subinstr-id='24'/>
+         <instruction instr-id='2728' subinstr-id='26'/>
+         <instruction instr-id='2728' subinstr-id='28'/>
+         <instruction instr-id='2740'/>
+         <instruction instr-id='2740' subinstr-id='2'/>
+         <instruction instr-id='2740' subinstr-id='4'/>
+         <instruction instr-id='2740' subinstr-id='6'/>
+         <instruction instr-id='2740' subinstr-id='8'/>
+         <instruction instr-id='2740' subinstr-id='10'/>
+         <instruction instr-id='2740' subinstr-id='12'/>
+         <instruction instr-id='2769'/>
+         <instruction instr-id='2769' subinstr-id='2'/>
+         <instruction instr-id='2769' subinstr-id='4'/>
+         <instruction instr-id='2769' subinstr-id='6'/>
+         <instruction instr-id='2769' subinstr-id='8'/>
+         <instruction instr-id='2769' subinstr-id='10'/>
+         <instruction instr-id='2769' subinstr-id='12'/>
+         <instruction instr-id='2769' subinstr-id='14'/>
+         <instruction instr-id='2769' subinstr-id='16'/>
+         <instruction instr-id='2769' subinstr-id='18'/>
+         <instruction instr-id='2798'/>
+         <instruction instr-id='2798' subinstr-id='2'/>
+         <instruction instr-id='2798' subinstr-id='4'/>
+         <instruction instr-id='2798' subinstr-id='6'/>
+         <instruction instr-id='2827'/>
+         <instruction instr-id='2827' subinstr-id='2'/>
+         <instruction instr-id='2827' subinstr-id='4'/>
+         <instruction instr-id='2894'/>
+         <instruction instr-id='2894' subinstr-id='2'/>
+         <instruction instr-id='2894' subinstr-id='4'/>
+         <instruction instr-id='2894' subinstr-id='6'/>
+         <instruction instr-id='2894' subinstr-id='8'/>
+         <instruction instr-id='2923'/>
+         <instruction instr-id='2923' subinstr-id='2'/>
+         <instruction instr-id='2923' subinstr-id='4'/>
+         <instruction instr-id='2952'/>
+         <instruction instr-id='2952' subinstr-id='2'/>
+         <instruction instr-id='3025'/>
+         <instruction instr-id='3025' subinstr-id='2'/>
+         <instruction instr-id='3025' subinstr-id='4'/>
+         <instruction instr-id='3025' subinstr-id='6'/>
+         <instruction instr-id='3025' subinstr-id='10'/>
+         <instruction instr-id='3025' subinstr-id='12'/>
+         <instruction instr-id='3025' subinstr-id='14'/>
+         <instruction instr-id='3025' subinstr-id='16'/>
+         <instruction instr-id='3054'/>
+         <instruction instr-id='3054' subinstr-id='2'/>
+         <instruction instr-id='3054' subinstr-id='4'/>
+         <instruction instr-id='3054' subinstr-id='6'/>
+         <instruction instr-id='3054' subinstr-id='8'/>
+         <instruction instr-id='3054' subinstr-id='10'/>
+         <instruction instr-id='3054' subinstr-id='12'/>
+         <instruction instr-id='3054' subinstr-id='14'/>
+         <instruction instr-id='3054' subinstr-id='16'/>
+         <instruction instr-id='3054' subinstr-id='18'/>
+         <instruction instr-id='3083'/>
+         <instruction instr-id='3083' subinstr-id='2'/>
+         <instruction instr-id='3083' subinstr-id='4'/>
+         <instruction instr-id='3083' subinstr-id='6'/>
+         <instruction instr-id='3083' subinstr-id='8'/>
+         <instruction instr-id='3112'/>
+         <instruction instr-id='3112' subinstr-id='2'/>
+         <instruction instr-id='3112' subinstr-id='4'/>
+         <instruction instr-id='3112' subinstr-id='6'/>
+         <instruction instr-id='3112' subinstr-id='8'/>
+         <instruction instr-id='3179'/>
+         <instruction instr-id='3179' subinstr-id='2'/>
+         <instruction instr-id='3179' subinstr-id='4'/>
+         <instruction instr-id='3179' subinstr-id='6'/>
+         <instruction instr-id='3179' subinstr-id='8'/>
+         <instruction instr-id='3208'/>
+         <instruction instr-id='3208' subinstr-id='2'/>
+         <instruction instr-id='3237'/>
+         <instruction instr-id='3237' subinstr-id='2'/>
+         <instruction instr-id='3310'/>
+         <instruction instr-id='3310' subinstr-id='2'/>
+         <instruction instr-id='3310' subinstr-id='4'/>
+         <instruction instr-id='3310' subinstr-id='6'/>
+         <instruction instr-id='3310' subinstr-id='8'/>
+         <instruction instr-id='3310' subinstr-id='10'/>
+         <instruction instr-id='3310' subinstr-id='14'/>
+         <instruction instr-id='3310' subinstr-id='16'/>
+         <instruction instr-id='3310' subinstr-id='18'/>
+         <instruction instr-id='3310' subinstr-id='20'/>
+         <instruction instr-id='3310' subinstr-id='22'/>
+         <instruction instr-id='3310' subinstr-id='24'/>
+         <instruction instr-id='3310' subinstr-id='26'/>
+         <instruction instr-id='3310' subinstr-id='28'/>
+         <instruction instr-id='3310' subinstr-id='30'/>
+         <instruction instr-id='3310' subinstr-id='32'/>
+         <instruction instr-id='3310' subinstr-id='34'/>
+         <instruction instr-id='3310' subinstr-id='36'/>
+         <instruction instr-id='3310' subinstr-id='38'/>
+         <instruction instr-id='3356'/>
+         <instruction instr-id='3356' subinstr-id='2'/>
+         <instruction instr-id='3356' subinstr-id='4'/>
+         <instruction instr-id='3356' subinstr-id='6'/>
+         <instruction instr-id='3356' subinstr-id='8'/>
+         <instruction instr-id='3356' subinstr-id='10'/>
+         <instruction instr-id='3356' subinstr-id='12'/>
+         <instruction instr-id='3356' subinstr-id='14'/>
+         <instruction instr-id='3356' subinstr-id='16'/>
+         <instruction instr-id='3356' subinstr-id='18'/>
+         <instruction instr-id='3385'/>
+         <instruction instr-id='3385' subinstr-id='2'/>
+         <instruction instr-id='3385' subinstr-id='4'/>
+         <instruction instr-id='3385' subinstr-id='6'/>
+         <instruction instr-id='3414'/>
+         <instruction instr-id='3414' subinstr-id='2'/>
+         <instruction instr-id='3414' subinstr-id='4'/>
+         <instruction instr-id='3414' subinstr-id='6'/>
+         <instruction instr-id='3481'/>
+         <instruction instr-id='3481' subinstr-id='2'/>
+         <instruction instr-id='3481' subinstr-id='4'/>
+         <instruction instr-id='3481' subinstr-id='6'/>
+         <instruction instr-id='3481' subinstr-id='8'/>
+         <instruction instr-id='3510'/>
+         <instruction instr-id='3510' subinstr-id='2'/>
+         <instruction instr-id='3510' subinstr-id='4'/>
+         <instruction instr-id='3539'/>
+         <instruction instr-id='3539' subinstr-id='2'/>
+         <instruction instr-id='3612'/>
+         <instruction instr-id='3612' subinstr-id='2'/>
+         <instruction instr-id='3612' subinstr-id='4'/>
+         <instruction instr-id='3612' subinstr-id='6'/>
+         <instruction instr-id='3612' subinstr-id='8'/>
+         <instruction instr-id='3612' subinstr-id='10'/>
+         <instruction instr-id='3612' subinstr-id='12'/>
+         <instruction instr-id='3612' subinstr-id='14'/>
+         <instruction instr-id='3612' subinstr-id='16'/>
+         <instruction instr-id='3612' subinstr-id='18'/>
+         <instruction instr-id='3612' subinstr-id='20'/>
+         <instruction instr-id='3612' subinstr-id='22'/>
+         <instruction instr-id='3612' subinstr-id='24'/>
+         <instruction instr-id='3612' subinstr-id='26'/>
+         <instruction instr-id='3612' subinstr-id='30'/>
+         <instruction instr-id='3612' subinstr-id='32'/>
+         <instruction instr-id='3624'/>
+         <instruction instr-id='3624' subinstr-id='2'/>
+         <instruction instr-id='3624' subinstr-id='4'/>
+         <instruction instr-id='3624' subinstr-id='6'/>
+         <instruction instr-id='3624' subinstr-id='8'/>
+         <instruction instr-id='3624' subinstr-id='12'/>
+         <instruction instr-id='3624' subinstr-id='14'/>
+         <instruction instr-id='3624' subinstr-id='16'/>
+         <instruction instr-id='3624' subinstr-id='18'/>
+         <instruction instr-id='3624' subinstr-id='20'/>
+         <instruction instr-id='3624' subinstr-id='22'/>
+         <instruction instr-id='3624' subinstr-id='24'/>
+         <instruction instr-id='3624' subinstr-id='26'/>
+         <instruction instr-id='3624' subinstr-id='28'/>
+         <instruction instr-id='3653'/>
+         <instruction instr-id='3653' subinstr-id='2'/>
+         <instruction instr-id='3653' subinstr-id='4'/>
+         <instruction instr-id='3653' subinstr-id='6'/>
+         <instruction instr-id='3653' subinstr-id='8'/>
+         <instruction instr-id='3653' subinstr-id='10'/>
+         <instruction instr-id='3653' subinstr-id='12'/>
+         <instruction instr-id='3653' subinstr-id='14'/>
+         <instruction instr-id='3653' subinstr-id='16'/>
+         <instruction instr-id='3653' subinstr-id='18'/>
+         <instruction instr-id='3682'/>
+         <instruction instr-id='3682' subinstr-id='2'/>
+         <instruction instr-id='3682' subinstr-id='4'/>
+         <instruction instr-id='3682' subinstr-id='6'/>
+         <instruction instr-id='3682' subinstr-id='8'/>
+         <instruction instr-id='3711'/>
+         <instruction instr-id='3711' subinstr-id='2'/>
+         <instruction instr-id='3711' subinstr-id='4'/>
+         <instruction instr-id='3711' subinstr-id='6'/>
+         <instruction instr-id='3711' subinstr-id='8'/>
+         <instruction instr-id='3778'/>
+         <instruction instr-id='3778' subinstr-id='2'/>
+         <instruction instr-id='3778' subinstr-id='4'/>
+         <instruction instr-id='3778' subinstr-id='6'/>
+         <instruction instr-id='3778' subinstr-id='8'/>
+         <instruction instr-id='3807'/>
+         <instruction instr-id='3836'/>
+         <instruction instr-id='3909'/>
+         <instruction instr-id='3909' subinstr-id='2'/>
+         <instruction instr-id='3909' subinstr-id='4'/>
+         <instruction instr-id='3909' subinstr-id='6'/>
+         <instruction instr-id='3909' subinstr-id='8'/>
+         <instruction instr-id='3909' subinstr-id='10'/>
+         <instruction instr-id='3909' subinstr-id='12'/>
+         <instruction instr-id='3909' subinstr-id='14'/>
+         <instruction instr-id='3909' subinstr-id='16'/>
+         <instruction instr-id='3909' subinstr-id='18'/>
+         <instruction instr-id='3909' subinstr-id='20'/>
+         <instruction instr-id='3909' subinstr-id='22'/>
+         <instruction instr-id='3909' subinstr-id='24'/>
+         <instruction instr-id='3938'/>
+         <instruction instr-id='3938' subinstr-id='2'/>
+         <instruction instr-id='3938' subinstr-id='4'/>
+         <instruction instr-id='3938' subinstr-id='6'/>
+         <instruction instr-id='3938' subinstr-id='8'/>
+         <instruction instr-id='3938' subinstr-id='10'/>
+         <instruction instr-id='3938' subinstr-id='12'/>
+         <instruction instr-id='3938' subinstr-id='14'/>
+         <instruction instr-id='3938' subinstr-id='16'/>
+         <instruction instr-id='3938' subinstr-id='18'/>
+         <instruction instr-id='3967'/>
+         <instruction instr-id='3967' subinstr-id='2'/>
+         <instruction instr-id='3967' subinstr-id='4'/>
+         <instruction instr-id='3967' subinstr-id='6'/>
+         <instruction instr-id='3996'/>
+         <instruction instr-id='3996' subinstr-id='2'/>
+         <instruction instr-id='3996' subinstr-id='4'/>
+         <instruction instr-id='3996' subinstr-id='6'/>
+         <bounding-box x1='58' y1='106' x2='343' y2='496'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='7'>
+         <instruction instr-id='112'/>
+         <instruction instr-id='112' subinstr-id='2'/>
+         <instruction instr-id='112' subinstr-id='4'/>
+         <instruction instr-id='112' subinstr-id='6'/>
+         <instruction instr-id='112' subinstr-id='8'/>
+         <instruction instr-id='112' subinstr-id='10'/>
+         <instruction instr-id='112' subinstr-id='12'/>
+         <instruction instr-id='112' subinstr-id='14'/>
+         <instruction instr-id='112' subinstr-id='16'/>
+         <instruction instr-id='112' subinstr-id='18'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='141' subinstr-id='2'/>
+         <instruction instr-id='141' subinstr-id='4'/>
+         <instruction instr-id='141' subinstr-id='6'/>
+         <instruction instr-id='141' subinstr-id='8'/>
+         <instruction instr-id='141' subinstr-id='12'/>
+         <instruction instr-id='141' subinstr-id='16'/>
+         <instruction instr-id='141' subinstr-id='18'/>
+         <instruction instr-id='141' subinstr-id='20'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='187' subinstr-id='4'/>
+         <instruction instr-id='187' subinstr-id='8'/>
+         <instruction instr-id='187' subinstr-id='10'/>
+         <instruction instr-id='187' subinstr-id='12'/>
+         <instruction instr-id='187' subinstr-id='14'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='14'/>
+         <instruction instr-id='233' subinstr-id='16'/>
+         <instruction instr-id='233' subinstr-id='18'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='323' subinstr-id='6'/>
+         <instruction instr-id='323' subinstr-id='8'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='352' subinstr-id='2'/>
+         <instruction instr-id='398'/>
+         <instruction instr-id='398' subinstr-id='2'/>
+         <instruction instr-id='444'/>
+         <instruction instr-id='444' subinstr-id='2'/>
+         <instruction instr-id='444' subinstr-id='4'/>
+         <instruction instr-id='556'/>
+         <instruction instr-id='556' subinstr-id='2'/>
+         <instruction instr-id='556' subinstr-id='4'/>
+         <instruction instr-id='556' subinstr-id='6'/>
+         <instruction instr-id='556' subinstr-id='8'/>
+         <instruction instr-id='556' subinstr-id='10'/>
+         <instruction instr-id='556' subinstr-id='12'/>
+         <instruction instr-id='556' subinstr-id='16'/>
+         <instruction instr-id='556' subinstr-id='18'/>
+         <instruction instr-id='556' subinstr-id='20'/>
+         <instruction instr-id='597'/>
+         <instruction instr-id='597' subinstr-id='2'/>
+         <instruction instr-id='597' subinstr-id='4'/>
+         <instruction instr-id='597' subinstr-id='6'/>
+         <instruction instr-id='597' subinstr-id='8'/>
+         <instruction instr-id='597' subinstr-id='10'/>
+         <instruction instr-id='597' subinstr-id='12'/>
+         <instruction instr-id='597' subinstr-id='14'/>
+         <instruction instr-id='597' subinstr-id='16'/>
+         <instruction instr-id='597' subinstr-id='18'/>
+         <instruction instr-id='643'/>
+         <instruction instr-id='643' subinstr-id='2'/>
+         <instruction instr-id='643' subinstr-id='4'/>
+         <instruction instr-id='643' subinstr-id='6'/>
+         <instruction instr-id='689'/>
+         <instruction instr-id='689' subinstr-id='2'/>
+         <instruction instr-id='689' subinstr-id='4'/>
+         <instruction instr-id='689' subinstr-id='6'/>
+         <instruction instr-id='689' subinstr-id='8'/>
+         <instruction instr-id='735'/>
+         <instruction instr-id='735' subinstr-id='2'/>
+         <instruction instr-id='735' subinstr-id='4'/>
+         <instruction instr-id='735' subinstr-id='6'/>
+         <instruction instr-id='735' subinstr-id='8'/>
+         <instruction instr-id='829'/>
+         <instruction instr-id='829' subinstr-id='2'/>
+         <instruction instr-id='829' subinstr-id='4'/>
+         <instruction instr-id='829' subinstr-id='6'/>
+         <instruction instr-id='829' subinstr-id='8'/>
+         <instruction instr-id='858'/>
+         <instruction instr-id='858' subinstr-id='2'/>
+         <instruction instr-id='904'/>
+         <instruction instr-id='904' subinstr-id='2'/>
+         <instruction instr-id='950'/>
+         <instruction instr-id='950' subinstr-id='2'/>
+         <instruction instr-id='950' subinstr-id='4'/>
+         <instruction instr-id='1050'/>
+         <instruction instr-id='1050' subinstr-id='2'/>
+         <instruction instr-id='1050' subinstr-id='4'/>
+         <instruction instr-id='1050' subinstr-id='6'/>
+         <instruction instr-id='1050' subinstr-id='8'/>
+         <instruction instr-id='1050' subinstr-id='10'/>
+         <instruction instr-id='1050' subinstr-id='12'/>
+         <instruction instr-id='1050' subinstr-id='14'/>
+         <instruction instr-id='1050' subinstr-id='16'/>
+         <instruction instr-id='1079'/>
+         <instruction instr-id='1079' subinstr-id='2'/>
+         <instruction instr-id='1079' subinstr-id='4'/>
+         <instruction instr-id='1079' subinstr-id='6'/>
+         <instruction instr-id='1079' subinstr-id='8'/>
+         <instruction instr-id='1079' subinstr-id='10'/>
+         <instruction instr-id='1079' subinstr-id='12'/>
+         <instruction instr-id='1079' subinstr-id='14'/>
+         <instruction instr-id='1079' subinstr-id='16'/>
+         <instruction instr-id='1079' subinstr-id='18'/>
+         <instruction instr-id='1125'/>
+         <instruction instr-id='1125' subinstr-id='2'/>
+         <instruction instr-id='1125' subinstr-id='4'/>
+         <instruction instr-id='1125' subinstr-id='6'/>
+         <instruction instr-id='1171'/>
+         <instruction instr-id='1171' subinstr-id='2'/>
+         <instruction instr-id='1171' subinstr-id='4'/>
+         <instruction instr-id='1171' subinstr-id='6'/>
+         <instruction instr-id='1217'/>
+         <instruction instr-id='1217' subinstr-id='2'/>
+         <instruction instr-id='1217' subinstr-id='4'/>
+         <instruction instr-id='1217' subinstr-id='6'/>
+         <instruction instr-id='1217' subinstr-id='8'/>
+         <instruction instr-id='1311'/>
+         <instruction instr-id='1311' subinstr-id='2'/>
+         <instruction instr-id='1311' subinstr-id='4'/>
+         <instruction instr-id='1311' subinstr-id='6'/>
+         <instruction instr-id='1311' subinstr-id='8'/>
+         <instruction instr-id='1340'/>
+         <instruction instr-id='1340' subinstr-id='2'/>
+         <instruction instr-id='1386'/>
+         <instruction instr-id='1386' subinstr-id='2'/>
+         <instruction instr-id='1432'/>
+         <instruction instr-id='1432' subinstr-id='2'/>
+         <instruction instr-id='1432' subinstr-id='4'/>
+         <instruction instr-id='1532'/>
+         <instruction instr-id='1532' subinstr-id='2'/>
+         <instruction instr-id='1532' subinstr-id='4'/>
+         <instruction instr-id='1532' subinstr-id='6'/>
+         <instruction instr-id='1532' subinstr-id='8'/>
+         <instruction instr-id='1532' subinstr-id='10'/>
+         <instruction instr-id='1532' subinstr-id='12'/>
+         <instruction instr-id='1532' subinstr-id='16'/>
+         <instruction instr-id='1532' subinstr-id='18'/>
+         <instruction instr-id='1532' subinstr-id='20'/>
+         <instruction instr-id='1532' subinstr-id='22'/>
+         <instruction instr-id='1532' subinstr-id='24'/>
+         <instruction instr-id='1532' subinstr-id='26'/>
+         <instruction instr-id='1532' subinstr-id='28'/>
+         <instruction instr-id='1532' subinstr-id='32'/>
+         <instruction instr-id='1532' subinstr-id='34'/>
+         <instruction instr-id='1532' subinstr-id='36'/>
+         <instruction instr-id='1544'/>
+         <instruction instr-id='1544' subinstr-id='2'/>
+         <instruction instr-id='1544' subinstr-id='4'/>
+         <instruction instr-id='1544' subinstr-id='6'/>
+         <instruction instr-id='1544' subinstr-id='8'/>
+         <instruction instr-id='1544' subinstr-id='10'/>
+         <instruction instr-id='1544' subinstr-id='12'/>
+         <instruction instr-id='1544' subinstr-id='16'/>
+         <instruction instr-id='1544' subinstr-id='18'/>
+         <instruction instr-id='1544' subinstr-id='20'/>
+         <instruction instr-id='1544' subinstr-id='22'/>
+         <instruction instr-id='1573'/>
+         <instruction instr-id='1573' subinstr-id='2'/>
+         <instruction instr-id='1573' subinstr-id='4'/>
+         <instruction instr-id='1573' subinstr-id='6'/>
+         <instruction instr-id='1573' subinstr-id='8'/>
+         <instruction instr-id='1573' subinstr-id='10'/>
+         <instruction instr-id='1573' subinstr-id='12'/>
+         <instruction instr-id='1573' subinstr-id='14'/>
+         <instruction instr-id='1573' subinstr-id='16'/>
+         <instruction instr-id='1573' subinstr-id='18'/>
+         <instruction instr-id='1619'/>
+         <instruction instr-id='1619' subinstr-id='2'/>
+         <instruction instr-id='1619' subinstr-id='4'/>
+         <instruction instr-id='1619' subinstr-id='6'/>
+         <instruction instr-id='1665'/>
+         <instruction instr-id='1665' subinstr-id='2'/>
+         <instruction instr-id='1665' subinstr-id='4'/>
+         <instruction instr-id='1665' subinstr-id='6'/>
+         <instruction instr-id='1711'/>
+         <instruction instr-id='1711' subinstr-id='2'/>
+         <instruction instr-id='1711' subinstr-id='4'/>
+         <instruction instr-id='1711' subinstr-id='6'/>
+         <instruction instr-id='1711' subinstr-id='8'/>
+         <instruction instr-id='1805'/>
+         <instruction instr-id='1805' subinstr-id='2'/>
+         <instruction instr-id='1805' subinstr-id='4'/>
+         <instruction instr-id='1805' subinstr-id='6'/>
+         <instruction instr-id='1805' subinstr-id='8'/>
+         <instruction instr-id='1834'/>
+         <instruction instr-id='1834' subinstr-id='2'/>
+         <instruction instr-id='1880'/>
+         <instruction instr-id='1880' subinstr-id='2'/>
+         <instruction instr-id='1880' subinstr-id='4'/>
+         <instruction instr-id='1926'/>
+         <instruction instr-id='1926' subinstr-id='2'/>
+         <instruction instr-id='1926' subinstr-id='4'/>
+         <instruction instr-id='2026'/>
+         <instruction instr-id='2026' subinstr-id='2'/>
+         <instruction instr-id='2026' subinstr-id='4'/>
+         <instruction instr-id='2026' subinstr-id='6'/>
+         <instruction instr-id='2026' subinstr-id='8'/>
+         <instruction instr-id='2026' subinstr-id='10'/>
+         <instruction instr-id='2026' subinstr-id='12'/>
+         <instruction instr-id='2026' subinstr-id='14'/>
+         <instruction instr-id='2026' subinstr-id='16'/>
+         <instruction instr-id='2026' subinstr-id='18'/>
+         <instruction instr-id='2026' subinstr-id='20'/>
+         <instruction instr-id='2026' subinstr-id='22'/>
+         <instruction instr-id='2026' subinstr-id='24'/>
+         <instruction instr-id='2026' subinstr-id='26'/>
+         <instruction instr-id='2026' subinstr-id='28'/>
+         <instruction instr-id='2038'/>
+         <instruction instr-id='2038' subinstr-id='2'/>
+         <instruction instr-id='2038' subinstr-id='4'/>
+         <instruction instr-id='2038' subinstr-id='6'/>
+         <instruction instr-id='2038' subinstr-id='8'/>
+         <instruction instr-id='2038' subinstr-id='10'/>
+         <instruction instr-id='2038' subinstr-id='12'/>
+         <instruction instr-id='2038' subinstr-id='14'/>
+         <instruction instr-id='2038' subinstr-id='16'/>
+         <instruction instr-id='2038' subinstr-id='18'/>
+         <instruction instr-id='2067'/>
+         <instruction instr-id='2067' subinstr-id='2'/>
+         <instruction instr-id='2067' subinstr-id='4'/>
+         <instruction instr-id='2067' subinstr-id='6'/>
+         <instruction instr-id='2067' subinstr-id='8'/>
+         <instruction instr-id='2067' subinstr-id='10'/>
+         <instruction instr-id='2067' subinstr-id='12'/>
+         <instruction instr-id='2067' subinstr-id='14'/>
+         <instruction instr-id='2067' subinstr-id='16'/>
+         <instruction instr-id='2067' subinstr-id='18'/>
+         <instruction instr-id='2113'/>
+         <instruction instr-id='2113' subinstr-id='2'/>
+         <instruction instr-id='2113' subinstr-id='4'/>
+         <instruction instr-id='2113' subinstr-id='6'/>
+         <instruction instr-id='2113' subinstr-id='8'/>
+         <instruction instr-id='2159'/>
+         <instruction instr-id='2159' subinstr-id='2'/>
+         <instruction instr-id='2159' subinstr-id='4'/>
+         <instruction instr-id='2159' subinstr-id='6'/>
+         <instruction instr-id='2159' subinstr-id='8'/>
+         <instruction instr-id='2205'/>
+         <instruction instr-id='2205' subinstr-id='2'/>
+         <instruction instr-id='2205' subinstr-id='4'/>
+         <instruction instr-id='2205' subinstr-id='6'/>
+         <instruction instr-id='2205' subinstr-id='8'/>
+         <instruction instr-id='2299'/>
+         <instruction instr-id='2299' subinstr-id='2'/>
+         <instruction instr-id='2299' subinstr-id='4'/>
+         <instruction instr-id='2299' subinstr-id='6'/>
+         <instruction instr-id='2299' subinstr-id='8'/>
+         <instruction instr-id='2328'/>
+         <instruction instr-id='2328' subinstr-id='2'/>
+         <instruction instr-id='2328' subinstr-id='4'/>
+         <instruction instr-id='2374'/>
+         <instruction instr-id='2374' subinstr-id='2'/>
+         <instruction instr-id='2374' subinstr-id='4'/>
+         <instruction instr-id='2420'/>
+         <instruction instr-id='2420' subinstr-id='2'/>
+         <instruction instr-id='2420' subinstr-id='4'/>
+         <instruction instr-id='2528'/>
+         <instruction instr-id='2528' subinstr-id='2'/>
+         <instruction instr-id='2528' subinstr-id='4'/>
+         <instruction instr-id='2528' subinstr-id='6'/>
+         <instruction instr-id='2528' subinstr-id='8'/>
+         <instruction instr-id='2528' subinstr-id='10'/>
+         <instruction instr-id='2528' subinstr-id='12'/>
+         <instruction instr-id='2528' subinstr-id='16'/>
+         <instruction instr-id='2528' subinstr-id='18'/>
+         <instruction instr-id='2528' subinstr-id='20'/>
+         <instruction instr-id='2528' subinstr-id='22'/>
+         <instruction instr-id='2528' subinstr-id='26'/>
+         <instruction instr-id='2528' subinstr-id='28'/>
+         <instruction instr-id='2528' subinstr-id='30'/>
+         <instruction instr-id='2528' subinstr-id='32'/>
+         <instruction instr-id='2528' subinstr-id='34'/>
+         <instruction instr-id='2528' subinstr-id='36'/>
+         <instruction instr-id='2528' subinstr-id='38'/>
+         <instruction instr-id='2540'/>
+         <instruction instr-id='2540' subinstr-id='2'/>
+         <instruction instr-id='2540' subinstr-id='6'/>
+         <instruction instr-id='2540' subinstr-id='8'/>
+         <instruction instr-id='2540' subinstr-id='10'/>
+         <instruction instr-id='2540' subinstr-id='12'/>
+         <instruction instr-id='2540' subinstr-id='14'/>
+         <instruction instr-id='2540' subinstr-id='16'/>
+         <instruction instr-id='2569'/>
+         <instruction instr-id='2569' subinstr-id='2'/>
+         <instruction instr-id='2569' subinstr-id='4'/>
+         <instruction instr-id='2569' subinstr-id='6'/>
+         <instruction instr-id='2569' subinstr-id='8'/>
+         <instruction instr-id='2569' subinstr-id='10'/>
+         <instruction instr-id='2569' subinstr-id='12'/>
+         <instruction instr-id='2569' subinstr-id='14'/>
+         <instruction instr-id='2569' subinstr-id='16'/>
+         <instruction instr-id='2569' subinstr-id='18'/>
+         <instruction instr-id='2615'/>
+         <instruction instr-id='2615' subinstr-id='2'/>
+         <instruction instr-id='2615' subinstr-id='4'/>
+         <instruction instr-id='2615' subinstr-id='6'/>
+         <instruction instr-id='2615' subinstr-id='8'/>
+         <instruction instr-id='2661'/>
+         <instruction instr-id='2661' subinstr-id='2'/>
+         <instruction instr-id='2661' subinstr-id='4'/>
+         <instruction instr-id='2661' subinstr-id='6'/>
+         <instruction instr-id='2661' subinstr-id='8'/>
+         <instruction instr-id='2707'/>
+         <instruction instr-id='2707' subinstr-id='2'/>
+         <instruction instr-id='2707' subinstr-id='4'/>
+         <instruction instr-id='2707' subinstr-id='6'/>
+         <instruction instr-id='2707' subinstr-id='8'/>
+         <instruction instr-id='2801'/>
+         <instruction instr-id='2801' subinstr-id='2'/>
+         <instruction instr-id='2801' subinstr-id='4'/>
+         <instruction instr-id='2801' subinstr-id='6'/>
+         <instruction instr-id='2801' subinstr-id='8'/>
+         <instruction instr-id='2830'/>
+         <instruction instr-id='2830' subinstr-id='2'/>
+         <instruction instr-id='2876'/>
+         <instruction instr-id='2876' subinstr-id='2'/>
+         <instruction instr-id='2922'/>
+         <instruction instr-id='2922' subinstr-id='2'/>
+         <instruction instr-id='2922' subinstr-id='4'/>
+         <instruction instr-id='3022'/>
+         <instruction instr-id='3022' subinstr-id='2'/>
+         <instruction instr-id='3022' subinstr-id='4'/>
+         <instruction instr-id='3022' subinstr-id='6'/>
+         <instruction instr-id='3022' subinstr-id='8'/>
+         <instruction instr-id='3022' subinstr-id='10'/>
+         <instruction instr-id='3022' subinstr-id='12'/>
+         <instruction instr-id='3022' subinstr-id='14'/>
+         <instruction instr-id='3022' subinstr-id='16'/>
+         <instruction instr-id='3022' subinstr-id='18'/>
+         <instruction instr-id='3022' subinstr-id='20'/>
+         <instruction instr-id='3022' subinstr-id='22'/>
+         <instruction instr-id='3022' subinstr-id='24'/>
+         <instruction instr-id='3022' subinstr-id='26'/>
+         <instruction instr-id='3022' subinstr-id='28'/>
+         <instruction instr-id='3022' subinstr-id='30'/>
+         <instruction instr-id='3022' subinstr-id='32'/>
+         <instruction instr-id='3022' subinstr-id='34'/>
+         <instruction instr-id='3051'/>
+         <instruction instr-id='3051' subinstr-id='2'/>
+         <instruction instr-id='3051' subinstr-id='4'/>
+         <instruction instr-id='3051' subinstr-id='6'/>
+         <instruction instr-id='3051' subinstr-id='8'/>
+         <instruction instr-id='3051' subinstr-id='10'/>
+         <instruction instr-id='3051' subinstr-id='12'/>
+         <instruction instr-id='3051' subinstr-id='14'/>
+         <instruction instr-id='3051' subinstr-id='16'/>
+         <instruction instr-id='3051' subinstr-id='18'/>
+         <instruction instr-id='3097'/>
+         <instruction instr-id='3097' subinstr-id='2'/>
+         <instruction instr-id='3097' subinstr-id='4'/>
+         <instruction instr-id='3097' subinstr-id='6'/>
+         <instruction instr-id='3097' subinstr-id='8'/>
+         <instruction instr-id='3143'/>
+         <instruction instr-id='3143' subinstr-id='2'/>
+         <instruction instr-id='3143' subinstr-id='4'/>
+         <instruction instr-id='3143' subinstr-id='6'/>
+         <instruction instr-id='3143' subinstr-id='8'/>
+         <instruction instr-id='3189'/>
+         <instruction instr-id='3189' subinstr-id='2'/>
+         <instruction instr-id='3189' subinstr-id='4'/>
+         <instruction instr-id='3189' subinstr-id='6'/>
+         <instruction instr-id='3189' subinstr-id='8'/>
+         <instruction instr-id='3283'/>
+         <instruction instr-id='3283' subinstr-id='2'/>
+         <instruction instr-id='3283' subinstr-id='4'/>
+         <instruction instr-id='3283' subinstr-id='6'/>
+         <instruction instr-id='3283' subinstr-id='8'/>
+         <instruction instr-id='3312'/>
+         <instruction instr-id='3358'/>
+         <instruction instr-id='3404'/>
+         <instruction instr-id='3404' subinstr-id='2'/>
+         <instruction instr-id='3404' subinstr-id='4'/>
+         <instruction instr-id='3504'/>
+         <instruction instr-id='3504' subinstr-id='2'/>
+         <instruction instr-id='3504' subinstr-id='4'/>
+         <instruction instr-id='3504' subinstr-id='6'/>
+         <instruction instr-id='3504' subinstr-id='10'/>
+         <instruction instr-id='3504' subinstr-id='12'/>
+         <instruction instr-id='3504' subinstr-id='14'/>
+         <instruction instr-id='3533'/>
+         <instruction instr-id='3533' subinstr-id='2'/>
+         <instruction instr-id='3533' subinstr-id='4'/>
+         <instruction instr-id='3533' subinstr-id='6'/>
+         <instruction instr-id='3533' subinstr-id='8'/>
+         <instruction instr-id='3533' subinstr-id='10'/>
+         <instruction instr-id='3533' subinstr-id='12'/>
+         <instruction instr-id='3533' subinstr-id='14'/>
+         <instruction instr-id='3533' subinstr-id='16'/>
+         <instruction instr-id='3533' subinstr-id='18'/>
+         <instruction instr-id='3579'/>
+         <instruction instr-id='3579' subinstr-id='2'/>
+         <instruction instr-id='3579' subinstr-id='4'/>
+         <instruction instr-id='3625'/>
+         <instruction instr-id='3625' subinstr-id='2'/>
+         <instruction instr-id='3625' subinstr-id='4'/>
+         <instruction instr-id='3625' subinstr-id='6'/>
+         <instruction instr-id='3671'/>
+         <instruction instr-id='3671' subinstr-id='2'/>
+         <instruction instr-id='3671' subinstr-id='4'/>
+         <instruction instr-id='3671' subinstr-id='6'/>
+         <instruction instr-id='3671' subinstr-id='8'/>
+         <instruction instr-id='3765'/>
+         <instruction instr-id='3765' subinstr-id='2'/>
+         <instruction instr-id='3765' subinstr-id='4'/>
+         <instruction instr-id='3765' subinstr-id='6'/>
+         <instruction instr-id='3765' subinstr-id='8'/>
+         <instruction instr-id='3794'/>
+         <instruction instr-id='3794' subinstr-id='2'/>
+         <instruction instr-id='3840'/>
+         <instruction instr-id='3840' subinstr-id='2'/>
+         <instruction instr-id='3886'/>
+         <instruction instr-id='3886' subinstr-id='2'/>
+         <instruction instr-id='3886' subinstr-id='4'/>
+         <instruction instr-id='3986'/>
+         <instruction instr-id='3986' subinstr-id='2'/>
+         <instruction instr-id='3986' subinstr-id='4'/>
+         <instruction instr-id='3986' subinstr-id='6'/>
+         <instruction instr-id='3986' subinstr-id='8'/>
+         <instruction instr-id='3986' subinstr-id='10'/>
+         <instruction instr-id='3986' subinstr-id='14'/>
+         <instruction instr-id='3986' subinstr-id='16'/>
+         <instruction instr-id='3986' subinstr-id='18'/>
+         <instruction instr-id='3986' subinstr-id='20'/>
+         <instruction instr-id='3986' subinstr-id='22'/>
+         <instruction instr-id='3986' subinstr-id='24'/>
+         <instruction instr-id='3986' subinstr-id='26'/>
+         <instruction instr-id='3986' subinstr-id='28'/>
+         <instruction instr-id='4015'/>
+         <instruction instr-id='4015' subinstr-id='2'/>
+         <instruction instr-id='4015' subinstr-id='4'/>
+         <instruction instr-id='4015' subinstr-id='6'/>
+         <instruction instr-id='4015' subinstr-id='8'/>
+         <instruction instr-id='4015' subinstr-id='10'/>
+         <instruction instr-id='4015' subinstr-id='12'/>
+         <instruction instr-id='4015' subinstr-id='14'/>
+         <instruction instr-id='4015' subinstr-id='16'/>
+         <instruction instr-id='4015' subinstr-id='18'/>
+         <instruction instr-id='4061'/>
+         <instruction instr-id='4061' subinstr-id='2'/>
+         <instruction instr-id='4061' subinstr-id='4'/>
+         <instruction instr-id='4061' subinstr-id='6'/>
+         <instruction instr-id='4107'/>
+         <instruction instr-id='4107' subinstr-id='2'/>
+         <instruction instr-id='4107' subinstr-id='4'/>
+         <instruction instr-id='4107' subinstr-id='6'/>
+         <instruction instr-id='4153'/>
+         <instruction instr-id='4153' subinstr-id='2'/>
+         <instruction instr-id='4153' subinstr-id='4'/>
+         <instruction instr-id='4153' subinstr-id='6'/>
+         <instruction instr-id='4153' subinstr-id='8'/>
+         <instruction instr-id='4247'/>
+         <instruction instr-id='4247' subinstr-id='2'/>
+         <instruction instr-id='4247' subinstr-id='4'/>
+         <instruction instr-id='4247' subinstr-id='6'/>
+         <instruction instr-id='4247' subinstr-id='8'/>
+         <instruction instr-id='4276'/>
+         <instruction instr-id='4322'/>
+         <instruction instr-id='4322' subinstr-id='2'/>
+         <instruction instr-id='4368'/>
+         <instruction instr-id='4368' subinstr-id='2'/>
+         <instruction instr-id='4368' subinstr-id='4'/>
+         <instruction instr-id='4468'/>
+         <instruction instr-id='4468' subinstr-id='2'/>
+         <instruction instr-id='4468' subinstr-id='4'/>
+         <instruction instr-id='4468' subinstr-id='6'/>
+         <instruction instr-id='4468' subinstr-id='8'/>
+         <instruction instr-id='4468' subinstr-id='10'/>
+         <instruction instr-id='4497'/>
+         <instruction instr-id='4497' subinstr-id='2'/>
+         <instruction instr-id='4497' subinstr-id='4'/>
+         <instruction instr-id='4497' subinstr-id='6'/>
+         <instruction instr-id='4497' subinstr-id='8'/>
+         <instruction instr-id='4497' subinstr-id='10'/>
+         <instruction instr-id='4497' subinstr-id='12'/>
+         <instruction instr-id='4497' subinstr-id='14'/>
+         <instruction instr-id='4497' subinstr-id='16'/>
+         <instruction instr-id='4497' subinstr-id='18'/>
+         <instruction instr-id='4543'/>
+         <instruction instr-id='4543' subinstr-id='2'/>
+         <instruction instr-id='4543' subinstr-id='4'/>
+         <instruction instr-id='4543' subinstr-id='6'/>
+         <instruction instr-id='4589'/>
+         <instruction instr-id='4589' subinstr-id='2'/>
+         <instruction instr-id='4589' subinstr-id='4'/>
+         <instruction instr-id='4589' subinstr-id='6'/>
+         <instruction instr-id='4635'/>
+         <instruction instr-id='4635' subinstr-id='2'/>
+         <instruction instr-id='4635' subinstr-id='4'/>
+         <instruction instr-id='4635' subinstr-id='6'/>
+         <instruction instr-id='4635' subinstr-id='8'/>
+         <instruction instr-id='4729'/>
+         <instruction instr-id='4729' subinstr-id='2'/>
+         <instruction instr-id='4729' subinstr-id='4'/>
+         <instruction instr-id='4729' subinstr-id='6'/>
+         <instruction instr-id='4729' subinstr-id='8'/>
+         <instruction instr-id='4758'/>
+         <instruction instr-id='4804'/>
+         <instruction instr-id='4850'/>
+         <instruction instr-id='4850' subinstr-id='2'/>
+         <instruction instr-id='4850' subinstr-id='4'/>
+         <instruction instr-id='4950'/>
+         <instruction instr-id='4950' subinstr-id='2'/>
+         <instruction instr-id='4950' subinstr-id='4'/>
+         <instruction instr-id='4950' subinstr-id='6'/>
+         <instruction instr-id='4950' subinstr-id='8'/>
+         <instruction instr-id='4950' subinstr-id='10'/>
+         <instruction instr-id='4950' subinstr-id='12'/>
+         <instruction instr-id='4950' subinstr-id='14'/>
+         <instruction instr-id='4950' subinstr-id='16'/>
+         <instruction instr-id='4950' subinstr-id='18'/>
+         <instruction instr-id='4979'/>
+         <instruction instr-id='4979' subinstr-id='2'/>
+         <instruction instr-id='4979' subinstr-id='4'/>
+         <instruction instr-id='4979' subinstr-id='6'/>
+         <instruction instr-id='4979' subinstr-id='8'/>
+         <instruction instr-id='4979' subinstr-id='10'/>
+         <instruction instr-id='4979' subinstr-id='12'/>
+         <instruction instr-id='4979' subinstr-id='14'/>
+         <instruction instr-id='4979' subinstr-id='16'/>
+         <instruction instr-id='4979' subinstr-id='18'/>
+         <instruction instr-id='5025'/>
+         <instruction instr-id='5025' subinstr-id='2'/>
+         <instruction instr-id='5025' subinstr-id='4'/>
+         <instruction instr-id='5025' subinstr-id='6'/>
+         <instruction instr-id='5071'/>
+         <instruction instr-id='5071' subinstr-id='2'/>
+         <instruction instr-id='5071' subinstr-id='4'/>
+         <instruction instr-id='5071' subinstr-id='6'/>
+         <instruction instr-id='5117'/>
+         <instruction instr-id='5117' subinstr-id='2'/>
+         <instruction instr-id='5117' subinstr-id='4'/>
+         <instruction instr-id='5117' subinstr-id='6'/>
+         <instruction instr-id='5117' subinstr-id='8'/>
+         <instruction instr-id='5211'/>
+         <instruction instr-id='5211' subinstr-id='2'/>
+         <instruction instr-id='5211' subinstr-id='4'/>
+         <instruction instr-id='5211' subinstr-id='6'/>
+         <instruction instr-id='5211' subinstr-id='8'/>
+         <instruction instr-id='5240'/>
+         <instruction instr-id='5240' subinstr-id='2'/>
+         <instruction instr-id='5240' subinstr-id='4'/>
+         <instruction instr-id='5286'/>
+         <instruction instr-id='5286' subinstr-id='2'/>
+         <instruction instr-id='5286' subinstr-id='4'/>
+         <instruction instr-id='5332'/>
+         <instruction instr-id='5332' subinstr-id='2'/>
+         <instruction instr-id='5332' subinstr-id='4'/>
+         <instruction instr-id='5432'/>
+         <instruction instr-id='5432' subinstr-id='2'/>
+         <instruction instr-id='5432' subinstr-id='4'/>
+         <instruction instr-id='5432' subinstr-id='6'/>
+         <instruction instr-id='5432' subinstr-id='8'/>
+         <instruction instr-id='5432' subinstr-id='10'/>
+         <instruction instr-id='5432' subinstr-id='12'/>
+         <instruction instr-id='5432' subinstr-id='14'/>
+         <instruction instr-id='5432' subinstr-id='16'/>
+         <instruction instr-id='5432' subinstr-id='18'/>
+         <instruction instr-id='5432' subinstr-id='20'/>
+         <instruction instr-id='5432' subinstr-id='22'/>
+         <instruction instr-id='5444'/>
+         <instruction instr-id='5444' subinstr-id='2'/>
+         <instruction instr-id='5444' subinstr-id='4'/>
+         <instruction instr-id='5444' subinstr-id='6'/>
+         <instruction instr-id='5444' subinstr-id='8'/>
+         <instruction instr-id='5444' subinstr-id='10'/>
+         <instruction instr-id='5444' subinstr-id='12'/>
+         <instruction instr-id='5444' subinstr-id='14'/>
+         <instruction instr-id='5444' subinstr-id='16'/>
+         <instruction instr-id='5444' subinstr-id='18'/>
+         <instruction instr-id='5444' subinstr-id='20'/>
+         <instruction instr-id='5444' subinstr-id='22'/>
+         <instruction instr-id='5473'/>
+         <instruction instr-id='5473' subinstr-id='2'/>
+         <instruction instr-id='5473' subinstr-id='4'/>
+         <instruction instr-id='5473' subinstr-id='6'/>
+         <instruction instr-id='5473' subinstr-id='8'/>
+         <instruction instr-id='5473' subinstr-id='10'/>
+         <instruction instr-id='5473' subinstr-id='12'/>
+         <instruction instr-id='5473' subinstr-id='14'/>
+         <instruction instr-id='5473' subinstr-id='16'/>
+         <instruction instr-id='5473' subinstr-id='18'/>
+         <instruction instr-id='5519'/>
+         <instruction instr-id='5519' subinstr-id='2'/>
+         <instruction instr-id='5519' subinstr-id='4'/>
+         <instruction instr-id='5519' subinstr-id='6'/>
+         <instruction instr-id='5519' subinstr-id='8'/>
+         <instruction instr-id='5565'/>
+         <instruction instr-id='5565' subinstr-id='2'/>
+         <instruction instr-id='5565' subinstr-id='4'/>
+         <instruction instr-id='5565' subinstr-id='6'/>
+         <instruction instr-id='5565' subinstr-id='8'/>
+         <instruction instr-id='5611'/>
+         <instruction instr-id='5611' subinstr-id='2'/>
+         <instruction instr-id='5611' subinstr-id='4'/>
+         <instruction instr-id='5611' subinstr-id='6'/>
+         <instruction instr-id='5611' subinstr-id='8'/>
+         <instruction instr-id='5705'/>
+         <instruction instr-id='5705' subinstr-id='2'/>
+         <instruction instr-id='5705' subinstr-id='4'/>
+         <instruction instr-id='5705' subinstr-id='6'/>
+         <instruction instr-id='5705' subinstr-id='8'/>
+         <instruction instr-id='5734'/>
+         <instruction instr-id='5780'/>
+         <instruction instr-id='5826'/>
+         <instruction instr-id='5826' subinstr-id='2'/>
+         <instruction instr-id='5826' subinstr-id='4'/>
+         <instruction instr-id='5926'/>
+         <instruction instr-id='5926' subinstr-id='2'/>
+         <instruction instr-id='5926' subinstr-id='4'/>
+         <instruction instr-id='5926' subinstr-id='6'/>
+         <instruction instr-id='5926' subinstr-id='8'/>
+         <instruction instr-id='5926' subinstr-id='10'/>
+         <instruction instr-id='5926' subinstr-id='12'/>
+         <instruction instr-id='5926' subinstr-id='14'/>
+         <instruction instr-id='5926' subinstr-id='18'/>
+         <instruction instr-id='5926' subinstr-id='20'/>
+         <instruction instr-id='5926' subinstr-id='22'/>
+         <instruction instr-id='5926' subinstr-id='24'/>
+         <instruction instr-id='5926' subinstr-id='26'/>
+         <instruction instr-id='5926' subinstr-id='28'/>
+         <instruction instr-id='5926' subinstr-id='30'/>
+         <instruction instr-id='5926' subinstr-id='32'/>
+         <instruction instr-id='5926' subinstr-id='34'/>
+         <instruction instr-id='5926' subinstr-id='36'/>
+         <instruction instr-id='5926' subinstr-id='38'/>
+         <instruction instr-id='5938'/>
+         <instruction instr-id='5938' subinstr-id='2'/>
+         <instruction instr-id='5938' subinstr-id='4'/>
+         <instruction instr-id='5938' subinstr-id='6'/>
+         <instruction instr-id='5938' subinstr-id='8'/>
+         <instruction instr-id='5938' subinstr-id='10'/>
+         <instruction instr-id='5938' subinstr-id='12'/>
+         <instruction instr-id='5938' subinstr-id='14'/>
+         <instruction instr-id='5967'/>
+         <instruction instr-id='5967' subinstr-id='2'/>
+         <instruction instr-id='5967' subinstr-id='4'/>
+         <instruction instr-id='5967' subinstr-id='6'/>
+         <instruction instr-id='5967' subinstr-id='8'/>
+         <instruction instr-id='5967' subinstr-id='10'/>
+         <instruction instr-id='5967' subinstr-id='12'/>
+         <instruction instr-id='5967' subinstr-id='14'/>
+         <instruction instr-id='5967' subinstr-id='16'/>
+         <instruction instr-id='5967' subinstr-id='18'/>
+         <instruction instr-id='6013'/>
+         <instruction instr-id='6013' subinstr-id='2'/>
+         <instruction instr-id='6013' subinstr-id='4'/>
+         <instruction instr-id='6059'/>
+         <instruction instr-id='6059' subinstr-id='2'/>
+         <instruction instr-id='6059' subinstr-id='4'/>
+         <instruction instr-id='6059' subinstr-id='6'/>
+         <instruction instr-id='6105'/>
+         <instruction instr-id='6105' subinstr-id='2'/>
+         <instruction instr-id='6105' subinstr-id='4'/>
+         <instruction instr-id='6105' subinstr-id='6'/>
+         <instruction instr-id='6105' subinstr-id='8'/>
+         <instruction instr-id='6199'/>
+         <instruction instr-id='6199' subinstr-id='2'/>
+         <instruction instr-id='6199' subinstr-id='4'/>
+         <instruction instr-id='6199' subinstr-id='6'/>
+         <instruction instr-id='6199' subinstr-id='8'/>
+         <instruction instr-id='6228'/>
+         <instruction instr-id='6228' subinstr-id='2'/>
+         <instruction instr-id='6274'/>
+         <instruction instr-id='6274' subinstr-id='2'/>
+         <instruction instr-id='6320'/>
+         <instruction instr-id='6320' subinstr-id='2'/>
+         <instruction instr-id='6320' subinstr-id='4'/>
+         <instruction instr-id='6420'/>
+         <instruction instr-id='6420' subinstr-id='2'/>
+         <instruction instr-id='6420' subinstr-id='4'/>
+         <instruction instr-id='6420' subinstr-id='6'/>
+         <instruction instr-id='6420' subinstr-id='8'/>
+         <instruction instr-id='6420' subinstr-id='12'/>
+         <instruction instr-id='6420' subinstr-id='14'/>
+         <instruction instr-id='6420' subinstr-id='16'/>
+         <instruction instr-id='6420' subinstr-id='18'/>
+         <instruction instr-id='6420' subinstr-id='20'/>
+         <instruction instr-id='6420' subinstr-id='22'/>
+         <instruction instr-id='6420' subinstr-id='24'/>
+         <instruction instr-id='6420' subinstr-id='26'/>
+         <instruction instr-id='6420' subinstr-id='28'/>
+         <instruction instr-id='6420' subinstr-id='30'/>
+         <instruction instr-id='6420' subinstr-id='32'/>
+         <instruction instr-id='6420' subinstr-id='34'/>
+         <instruction instr-id='6449'/>
+         <instruction instr-id='6449' subinstr-id='2'/>
+         <instruction instr-id='6449' subinstr-id='4'/>
+         <instruction instr-id='6449' subinstr-id='6'/>
+         <instruction instr-id='6449' subinstr-id='8'/>
+         <instruction instr-id='6449' subinstr-id='10'/>
+         <instruction instr-id='6449' subinstr-id='12'/>
+         <instruction instr-id='6449' subinstr-id='14'/>
+         <instruction instr-id='6449' subinstr-id='16'/>
+         <instruction instr-id='6449' subinstr-id='18'/>
+         <instruction instr-id='6495'/>
+         <instruction instr-id='6495' subinstr-id='2'/>
+         <instruction instr-id='6495' subinstr-id='4'/>
+         <instruction instr-id='6495' subinstr-id='6'/>
+         <instruction instr-id='6495' subinstr-id='8'/>
+         <instruction instr-id='6541'/>
+         <instruction instr-id='6541' subinstr-id='2'/>
+         <instruction instr-id='6541' subinstr-id='4'/>
+         <instruction instr-id='6541' subinstr-id='6'/>
+         <instruction instr-id='6541' subinstr-id='8'/>
+         <instruction instr-id='6587'/>
+         <instruction instr-id='6587' subinstr-id='2'/>
+         <instruction instr-id='6587' subinstr-id='4'/>
+         <instruction instr-id='6587' subinstr-id='6'/>
+         <instruction instr-id='6587' subinstr-id='8'/>
+         <instruction instr-id='6681'/>
+         <instruction instr-id='6681' subinstr-id='2'/>
+         <instruction instr-id='6681' subinstr-id='4'/>
+         <instruction instr-id='6681' subinstr-id='6'/>
+         <instruction instr-id='6681' subinstr-id='8'/>
+         <instruction instr-id='6710'/>
+         <instruction instr-id='6710' subinstr-id='2'/>
+         <instruction instr-id='6710' subinstr-id='4'/>
+         <instruction instr-id='6756'/>
+         <instruction instr-id='6756' subinstr-id='2'/>
+         <instruction instr-id='6756' subinstr-id='4'/>
+         <instruction instr-id='6802'/>
+         <instruction instr-id='6802' subinstr-id='2'/>
+         <instruction instr-id='6802' subinstr-id='4'/>
+         <instruction instr-id='6902'/>
+         <instruction instr-id='6902' subinstr-id='2'/>
+         <instruction instr-id='6902' subinstr-id='4'/>
+         <instruction instr-id='6902' subinstr-id='6'/>
+         <instruction instr-id='6902' subinstr-id='8'/>
+         <instruction instr-id='6902' subinstr-id='10'/>
+         <instruction instr-id='6931'/>
+         <instruction instr-id='6931' subinstr-id='2'/>
+         <instruction instr-id='6931' subinstr-id='4'/>
+         <instruction instr-id='6931' subinstr-id='6'/>
+         <instruction instr-id='6931' subinstr-id='8'/>
+         <instruction instr-id='6931' subinstr-id='10'/>
+         <instruction instr-id='6931' subinstr-id='12'/>
+         <instruction instr-id='6931' subinstr-id='14'/>
+         <instruction instr-id='6931' subinstr-id='16'/>
+         <instruction instr-id='6931' subinstr-id='18'/>
+         <instruction instr-id='6977'/>
+         <instruction instr-id='6977' subinstr-id='2'/>
+         <instruction instr-id='6977' subinstr-id='4'/>
+         <instruction instr-id='6977' subinstr-id='6'/>
+         <instruction instr-id='6977' subinstr-id='8'/>
+         <instruction instr-id='7023'/>
+         <instruction instr-id='7023' subinstr-id='2'/>
+         <instruction instr-id='7023' subinstr-id='4'/>
+         <instruction instr-id='7023' subinstr-id='6'/>
+         <instruction instr-id='7023' subinstr-id='8'/>
+         <instruction instr-id='7069'/>
+         <instruction instr-id='7069' subinstr-id='2'/>
+         <instruction instr-id='7069' subinstr-id='4'/>
+         <instruction instr-id='7069' subinstr-id='6'/>
+         <instruction instr-id='7069' subinstr-id='8'/>
+         <bounding-box x1='62' y1='89' x2='357' y2='509'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-str.xml
new file mode 100644
index 00000000..5956f7f3
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021-str.xml
@@ -0,0 +1,2281 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-021-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" end-col="1" start-row="0">
+                <bounding-box x1="94" x2="171" y1="487" y2="496"/>
+                <content>Treatment/Therapy</content>
+                <instruction instr-id="122" subinstr-id="0"/>
+                <instruction instr-id="122" subinstr-id="2"/>
+                <instruction instr-id="122" subinstr-id="4"/>
+                <instruction instr-id="122" subinstr-id="6"/>
+                <instruction instr-id="122" subinstr-id="8"/>
+                <instruction instr-id="122" subinstr-id="10"/>
+                <instruction instr-id="122" subinstr-id="12"/>
+                <instruction instr-id="122" subinstr-id="14"/>
+                <instruction instr-id="122" subinstr-id="16"/>
+                <instruction instr-id="122" subinstr-id="18"/>
+                <instruction instr-id="122" subinstr-id="20"/>
+                <instruction instr-id="122" subinstr-id="22"/>
+                <instruction instr-id="122" subinstr-id="24"/>
+                <instruction instr-id="122" subinstr-id="26"/>
+                <instruction instr-id="122" subinstr-id="28"/>
+                <instruction instr-id="122" subinstr-id="30"/>
+                <instruction instr-id="122" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="230" x2="264" y1="477" y2="496"/>
+                <content>Suffered
+from</content>
+                <instruction instr-id="159" subinstr-id="0"/>
+                <instruction instr-id="159" subinstr-id="2"/>
+                <instruction instr-id="159" subinstr-id="4"/>
+                <instruction instr-id="159" subinstr-id="6"/>
+                <instruction instr-id="159" subinstr-id="8"/>
+                <instruction instr-id="159" subinstr-id="10"/>
+                <instruction instr-id="159" subinstr-id="12"/>
+                <instruction instr-id="159" subinstr-id="14"/>
+                <instruction instr-id="171" subinstr-id="0"/>
+                <instruction instr-id="171" subinstr-id="2"/>
+                <instruction instr-id="171" subinstr-id="4"/>
+                <instruction instr-id="171" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="305" x2="343" y1="477" y2="496"/>
+                <content>Followed
+treatment</content>
+                <instruction instr-id="200" subinstr-id="0"/>
+                <instruction instr-id="200" subinstr-id="2"/>
+                <instruction instr-id="200" subinstr-id="4"/>
+                <instruction instr-id="200" subinstr-id="6"/>
+                <instruction instr-id="200" subinstr-id="8"/>
+                <instruction instr-id="200" subinstr-id="10"/>
+                <instruction instr-id="200" subinstr-id="12"/>
+                <instruction instr-id="200" subinstr-id="14"/>
+                <instruction instr-id="212" subinstr-id="0"/>
+                <instruction instr-id="212" subinstr-id="2"/>
+                <instruction instr-id="212" subinstr-id="4"/>
+                <instruction instr-id="212" subinstr-id="6"/>
+                <instruction instr-id="212" subinstr-id="8"/>
+                <instruction instr-id="212" subinstr-id="10"/>
+                <instruction instr-id="212" subinstr-id="12"/>
+                <instruction instr-id="212" subinstr-id="14"/>
+                <instruction instr-id="212" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1" end-row="2">
+                <bounding-box x1="58" x2="125" y1="459" y2="468"/>
+                <content>Allergy problems</content>
+                <instruction instr-id="424" subinstr-id="0"/>
+                <instruction instr-id="424" subinstr-id="2"/>
+                <instruction instr-id="424" subinstr-id="4"/>
+                <instruction instr-id="424" subinstr-id="6"/>
+                <instruction instr-id="424" subinstr-id="8"/>
+                <instruction instr-id="424" subinstr-id="10"/>
+                <instruction instr-id="424" subinstr-id="12"/>
+                <instruction instr-id="424" subinstr-id="16"/>
+                <instruction instr-id="424" subinstr-id="18"/>
+                <instruction instr-id="424" subinstr-id="20"/>
+                <instruction instr-id="424" subinstr-id="22"/>
+                <instruction instr-id="424" subinstr-id="24"/>
+                <instruction instr-id="424" subinstr-id="26"/>
+                <instruction instr-id="424" subinstr-id="28"/>
+                <instruction instr-id="424" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="148" x2="172" y1="459" y2="468"/>
+                <content>Count</content>
+                <instruction instr-id="285" subinstr-id="0"/>
+                <instruction instr-id="285" subinstr-id="2"/>
+                <instruction instr-id="285" subinstr-id="4"/>
+                <instruction instr-id="285" subinstr-id="6"/>
+                <instruction instr-id="285" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="242" x2="252" y1="459" y2="468"/>
+                <content>93</content>
+                <instruction instr-id="314" subinstr-id="0"/>
+                <instruction instr-id="314" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="319" x2="329" y1="459" y2="468"/>
+                <content>77</content>
+                <instruction instr-id="343" subinstr-id="0"/>
+                <instruction instr-id="343" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="148" x2="194" y1="445" y2="454"/>
+                <content>Percentage</content>
+                <instruction instr-id="453" subinstr-id="0"/>
+                <instruction instr-id="453" subinstr-id="2"/>
+                <instruction instr-id="453" subinstr-id="4"/>
+                <instruction instr-id="453" subinstr-id="6"/>
+                <instruction instr-id="453" subinstr-id="8"/>
+                <instruction instr-id="453" subinstr-id="10"/>
+                <instruction instr-id="453" subinstr-id="12"/>
+                <instruction instr-id="453" subinstr-id="14"/>
+                <instruction instr-id="453" subinstr-id="16"/>
+                <instruction instr-id="453" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="234" x2="260" y1="445" y2="454"/>
+                <content>18.8%</content>
+                <instruction instr-id="482" subinstr-id="0"/>
+                <instruction instr-id="482" subinstr-id="2"/>
+                <instruction instr-id="482" subinstr-id="4"/>
+                <instruction instr-id="482" subinstr-id="6"/>
+                <instruction instr-id="482" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="311" x2="337" y1="445" y2="454"/>
+                <content>15.6%</content>
+                <instruction instr-id="511" subinstr-id="0"/>
+                <instruction instr-id="511" subinstr-id="2"/>
+                <instruction instr-id="511" subinstr-id="4"/>
+                <instruction instr-id="511" subinstr-id="6"/>
+                <instruction instr-id="511" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3" end-row="4">
+                <bounding-box x1="58" x2="122" y1="431" y2="440"/>
+                <content>Anxiety disorder</content>
+                <instruction instr-id="709" subinstr-id="0"/>
+                <instruction instr-id="709" subinstr-id="2"/>
+                <instruction instr-id="709" subinstr-id="4"/>
+                <instruction instr-id="709" subinstr-id="6"/>
+                <instruction instr-id="709" subinstr-id="8"/>
+                <instruction instr-id="709" subinstr-id="10"/>
+                <instruction instr-id="709" subinstr-id="12"/>
+                <instruction instr-id="709" subinstr-id="16"/>
+                <instruction instr-id="709" subinstr-id="18"/>
+                <instruction instr-id="709" subinstr-id="20"/>
+                <instruction instr-id="709" subinstr-id="22"/>
+                <instruction instr-id="709" subinstr-id="24"/>
+                <instruction instr-id="709" subinstr-id="26"/>
+                <instruction instr-id="709" subinstr-id="28"/>
+                <instruction instr-id="709" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="148" x2="172" y1="431" y2="440"/>
+                <content>Count</content>
+                <instruction instr-id="578" subinstr-id="0"/>
+                <instruction instr-id="578" subinstr-id="2"/>
+                <instruction instr-id="578" subinstr-id="4"/>
+                <instruction instr-id="578" subinstr-id="6"/>
+                <instruction instr-id="578" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="242" x2="252" y1="431" y2="440"/>
+                <content>81</content>
+                <instruction instr-id="607" subinstr-id="0"/>
+                <instruction instr-id="607" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="319" x2="329" y1="431" y2="440"/>
+                <content>29</content>
+                <instruction instr-id="636" subinstr-id="0"/>
+                <instruction instr-id="636" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="148" x2="194" y1="416" y2="425"/>
+                <content>Percentage</content>
+                <instruction instr-id="738" subinstr-id="0"/>
+                <instruction instr-id="738" subinstr-id="2"/>
+                <instruction instr-id="738" subinstr-id="4"/>
+                <instruction instr-id="738" subinstr-id="6"/>
+                <instruction instr-id="738" subinstr-id="8"/>
+                <instruction instr-id="738" subinstr-id="10"/>
+                <instruction instr-id="738" subinstr-id="12"/>
+                <instruction instr-id="738" subinstr-id="14"/>
+                <instruction instr-id="738" subinstr-id="16"/>
+                <instruction instr-id="738" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="234" x2="260" y1="416" y2="425"/>
+                <content>16.4%</content>
+                <instruction instr-id="767" subinstr-id="0"/>
+                <instruction instr-id="767" subinstr-id="2"/>
+                <instruction instr-id="767" subinstr-id="4"/>
+                <instruction instr-id="767" subinstr-id="6"/>
+                <instruction instr-id="767" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="313" x2="334" y1="416" y2="425"/>
+                <content>5.9%</content>
+                <instruction instr-id="796" subinstr-id="0"/>
+                <instruction instr-id="796" subinstr-id="2"/>
+                <instruction instr-id="796" subinstr-id="4"/>
+                <instruction instr-id="796" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5" end-row="6">
+                <bounding-box x1="58" x2="88" y1="402" y2="411"/>
+                <content>Asthma</content>
+                <instruction instr-id="994" subinstr-id="0"/>
+                <instruction instr-id="994" subinstr-id="2"/>
+                <instruction instr-id="994" subinstr-id="4"/>
+                <instruction instr-id="994" subinstr-id="6"/>
+                <instruction instr-id="994" subinstr-id="8"/>
+                <instruction instr-id="994" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="148" x2="172" y1="402" y2="411"/>
+                <content>Count</content>
+                <instruction instr-id="863" subinstr-id="0"/>
+                <instruction instr-id="863" subinstr-id="2"/>
+                <instruction instr-id="863" subinstr-id="4"/>
+                <instruction instr-id="863" subinstr-id="6"/>
+                <instruction instr-id="863" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="242" x2="252" y1="402" y2="411"/>
+                <content>31</content>
+                <instruction instr-id="892" subinstr-id="0"/>
+                <instruction instr-id="892" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="319" x2="329" y1="402" y2="411"/>
+                <content>22</content>
+                <instruction instr-id="921" subinstr-id="0"/>
+                <instruction instr-id="921" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="148" x2="194" y1="388" y2="397"/>
+                <content>Percentage</content>
+                <instruction instr-id="1023" subinstr-id="0"/>
+                <instruction instr-id="1023" subinstr-id="2"/>
+                <instruction instr-id="1023" subinstr-id="4"/>
+                <instruction instr-id="1023" subinstr-id="6"/>
+                <instruction instr-id="1023" subinstr-id="8"/>
+                <instruction instr-id="1023" subinstr-id="10"/>
+                <instruction instr-id="1023" subinstr-id="12"/>
+                <instruction instr-id="1023" subinstr-id="14"/>
+                <instruction instr-id="1023" subinstr-id="16"/>
+                <instruction instr-id="1023" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="236" x2="257" y1="388" y2="397"/>
+                <content>6.3%</content>
+                <instruction instr-id="1052" subinstr-id="0"/>
+                <instruction instr-id="1052" subinstr-id="2"/>
+                <instruction instr-id="1052" subinstr-id="4"/>
+                <instruction instr-id="1052" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="313" x2="334" y1="388" y2="397"/>
+                <content>4.4%</content>
+                <instruction instr-id="1081" subinstr-id="0"/>
+                <instruction instr-id="1081" subinstr-id="2"/>
+                <instruction instr-id="1081" subinstr-id="4"/>
+                <instruction instr-id="1081" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7" end-row="8">
+                <bounding-box x1="58" x2="118" y1="364" y2="383"/>
+                <content>Chronic fatigue
+syndrome</content>
+                <instruction instr-id="1279" subinstr-id="0"/>
+                <instruction instr-id="1279" subinstr-id="2"/>
+                <instruction instr-id="1279" subinstr-id="4"/>
+                <instruction instr-id="1279" subinstr-id="6"/>
+                <instruction instr-id="1279" subinstr-id="8"/>
+                <instruction instr-id="1279" subinstr-id="10"/>
+                <instruction instr-id="1279" subinstr-id="12"/>
+                <instruction instr-id="1279" subinstr-id="16"/>
+                <instruction instr-id="1279" subinstr-id="18"/>
+                <instruction instr-id="1279" subinstr-id="20"/>
+                <instruction instr-id="1279" subinstr-id="22"/>
+                <instruction instr-id="1279" subinstr-id="24"/>
+                <instruction instr-id="1279" subinstr-id="26"/>
+                <instruction instr-id="1279" subinstr-id="28"/>
+                <instruction instr-id="1291" subinstr-id="0"/>
+                <instruction instr-id="1291" subinstr-id="2"/>
+                <instruction instr-id="1291" subinstr-id="4"/>
+                <instruction instr-id="1291" subinstr-id="6"/>
+                <instruction instr-id="1291" subinstr-id="8"/>
+                <instruction instr-id="1291" subinstr-id="10"/>
+                <instruction instr-id="1291" subinstr-id="12"/>
+                <instruction instr-id="1291" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="148" x2="172" y1="374" y2="383"/>
+                <content>Count</content>
+                <instruction instr-id="1148" subinstr-id="0"/>
+                <instruction instr-id="1148" subinstr-id="2"/>
+                <instruction instr-id="1148" subinstr-id="4"/>
+                <instruction instr-id="1148" subinstr-id="6"/>
+                <instruction instr-id="1148" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="242" x2="252" y1="374" y2="383"/>
+                <content>19</content>
+                <instruction instr-id="1177" subinstr-id="0"/>
+                <instruction instr-id="1177" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="321" x2="326" y1="374" y2="383"/>
+                <content>4</content>
+                <instruction instr-id="1206" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="148" x2="194" y1="360" y2="369"/>
+                <content>Percentage</content>
+                <instruction instr-id="1320" subinstr-id="0"/>
+                <instruction instr-id="1320" subinstr-id="2"/>
+                <instruction instr-id="1320" subinstr-id="4"/>
+                <instruction instr-id="1320" subinstr-id="6"/>
+                <instruction instr-id="1320" subinstr-id="8"/>
+                <instruction instr-id="1320" subinstr-id="10"/>
+                <instruction instr-id="1320" subinstr-id="12"/>
+                <instruction instr-id="1320" subinstr-id="14"/>
+                <instruction instr-id="1320" subinstr-id="16"/>
+                <instruction instr-id="1320" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="236" x2="257" y1="360" y2="369"/>
+                <content>3.8%</content>
+                <instruction instr-id="1349" subinstr-id="0"/>
+                <instruction instr-id="1349" subinstr-id="2"/>
+                <instruction instr-id="1349" subinstr-id="4"/>
+                <instruction instr-id="1349" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="313" x2="334" y1="360" y2="369"/>
+                <content>0.8%</content>
+                <instruction instr-id="1378" subinstr-id="0"/>
+                <instruction instr-id="1378" subinstr-id="2"/>
+                <instruction instr-id="1378" subinstr-id="4"/>
+                <instruction instr-id="1378" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9" end-row="10">
+                <bounding-box x1="58" x2="103" y1="346" y2="355"/>
+                <content>Depression</content>
+                <instruction instr-id="1576" subinstr-id="0"/>
+                <instruction instr-id="1576" subinstr-id="2"/>
+                <instruction instr-id="1576" subinstr-id="4"/>
+                <instruction instr-id="1576" subinstr-id="6"/>
+                <instruction instr-id="1576" subinstr-id="8"/>
+                <instruction instr-id="1576" subinstr-id="10"/>
+                <instruction instr-id="1576" subinstr-id="12"/>
+                <instruction instr-id="1576" subinstr-id="14"/>
+                <instruction instr-id="1576" subinstr-id="16"/>
+                <instruction instr-id="1576" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="148" x2="172" y1="346" y2="355"/>
+                <content>Count</content>
+                <instruction instr-id="1445" subinstr-id="0"/>
+                <instruction instr-id="1445" subinstr-id="2"/>
+                <instruction instr-id="1445" subinstr-id="4"/>
+                <instruction instr-id="1445" subinstr-id="6"/>
+                <instruction instr-id="1445" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="242" x2="252" y1="346" y2="355"/>
+                <content>48</content>
+                <instruction instr-id="1474" subinstr-id="0"/>
+                <instruction instr-id="1474" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="319" x2="329" y1="346" y2="355"/>
+                <content>12</content>
+                <instruction instr-id="1503" subinstr-id="0"/>
+                <instruction instr-id="1503" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="148" x2="194" y1="332" y2="341"/>
+                <content>Percentage</content>
+                <instruction instr-id="1605" subinstr-id="0"/>
+                <instruction instr-id="1605" subinstr-id="2"/>
+                <instruction instr-id="1605" subinstr-id="4"/>
+                <instruction instr-id="1605" subinstr-id="6"/>
+                <instruction instr-id="1605" subinstr-id="8"/>
+                <instruction instr-id="1605" subinstr-id="10"/>
+                <instruction instr-id="1605" subinstr-id="12"/>
+                <instruction instr-id="1605" subinstr-id="14"/>
+                <instruction instr-id="1605" subinstr-id="16"/>
+                <instruction instr-id="1605" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="236" x2="257" y1="332" y2="341"/>
+                <content>9.7%</content>
+                <instruction instr-id="1634" subinstr-id="0"/>
+                <instruction instr-id="1634" subinstr-id="2"/>
+                <instruction instr-id="1634" subinstr-id="4"/>
+                <instruction instr-id="1634" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="313" x2="334" y1="332" y2="341"/>
+                <content>2.4%</content>
+                <instruction instr-id="1663" subinstr-id="0"/>
+                <instruction instr-id="1663" subinstr-id="2"/>
+                <instruction instr-id="1663" subinstr-id="4"/>
+                <instruction instr-id="1663" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11" end-row="12">
+                <bounding-box x1="58" x2="93" y1="318" y2="327"/>
+                <content>Diabetes</content>
+                <instruction instr-id="1861" subinstr-id="0"/>
+                <instruction instr-id="1861" subinstr-id="2"/>
+                <instruction instr-id="1861" subinstr-id="4"/>
+                <instruction instr-id="1861" subinstr-id="6"/>
+                <instruction instr-id="1861" subinstr-id="8"/>
+                <instruction instr-id="1861" subinstr-id="10"/>
+                <instruction instr-id="1861" subinstr-id="12"/>
+                <instruction instr-id="1861" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="148" x2="172" y1="318" y2="327"/>
+                <content>Count</content>
+                <instruction instr-id="1730" subinstr-id="0"/>
+                <instruction instr-id="1730" subinstr-id="2"/>
+                <instruction instr-id="1730" subinstr-id="4"/>
+                <instruction instr-id="1730" subinstr-id="6"/>
+                <instruction instr-id="1730" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="244" x2="249" y1="318" y2="327"/>
+                <content>1</content>
+                <instruction instr-id="1759" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="321" x2="326" y1="318" y2="327"/>
+                <content>1</content>
+                <instruction instr-id="1788" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="148" x2="194" y1="304" y2="313"/>
+                <content>Percentage</content>
+                <instruction instr-id="1890" subinstr-id="0"/>
+                <instruction instr-id="1890" subinstr-id="2"/>
+                <instruction instr-id="1890" subinstr-id="4"/>
+                <instruction instr-id="1890" subinstr-id="6"/>
+                <instruction instr-id="1890" subinstr-id="8"/>
+                <instruction instr-id="1890" subinstr-id="10"/>
+                <instruction instr-id="1890" subinstr-id="12"/>
+                <instruction instr-id="1890" subinstr-id="14"/>
+                <instruction instr-id="1890" subinstr-id="16"/>
+                <instruction instr-id="1890" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="236" x2="257" y1="304" y2="313"/>
+                <content>0.2%</content>
+                <instruction instr-id="1919" subinstr-id="0"/>
+                <instruction instr-id="1919" subinstr-id="2"/>
+                <instruction instr-id="1919" subinstr-id="4"/>
+                <instruction instr-id="1919" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="313" x2="334" y1="304" y2="313"/>
+                <content>0.2%</content>
+                <instruction instr-id="1948" subinstr-id="0"/>
+                <instruction instr-id="1948" subinstr-id="2"/>
+                <instruction instr-id="1948" subinstr-id="4"/>
+                <instruction instr-id="1948" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13" end-row="14">
+                <bounding-box x1="58" x2="139" y1="279" y2="299"/>
+                <content>Sexually transmitted
+diseases</content>
+                <instruction instr-id="2146" subinstr-id="0"/>
+                <instruction instr-id="2146" subinstr-id="2"/>
+                <instruction instr-id="2146" subinstr-id="4"/>
+                <instruction instr-id="2146" subinstr-id="6"/>
+                <instruction instr-id="2146" subinstr-id="8"/>
+                <instruction instr-id="2146" subinstr-id="10"/>
+                <instruction instr-id="2146" subinstr-id="12"/>
+                <instruction instr-id="2146" subinstr-id="14"/>
+                <instruction instr-id="2146" subinstr-id="18"/>
+                <instruction instr-id="2146" subinstr-id="20"/>
+                <instruction instr-id="2146" subinstr-id="22"/>
+                <instruction instr-id="2146" subinstr-id="24"/>
+                <instruction instr-id="2146" subinstr-id="26"/>
+                <instruction instr-id="2146" subinstr-id="28"/>
+                <instruction instr-id="2146" subinstr-id="30"/>
+                <instruction instr-id="2146" subinstr-id="32"/>
+                <instruction instr-id="2146" subinstr-id="34"/>
+                <instruction instr-id="2146" subinstr-id="36"/>
+                <instruction instr-id="2146" subinstr-id="38"/>
+                <instruction instr-id="2158" subinstr-id="0"/>
+                <instruction instr-id="2158" subinstr-id="2"/>
+                <instruction instr-id="2158" subinstr-id="4"/>
+                <instruction instr-id="2158" subinstr-id="6"/>
+                <instruction instr-id="2158" subinstr-id="8"/>
+                <instruction instr-id="2158" subinstr-id="10"/>
+                <instruction instr-id="2158" subinstr-id="12"/>
+                <instruction instr-id="2158" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="148" x2="172" y1="290" y2="299"/>
+                <content>Count</content>
+                <instruction instr-id="2015" subinstr-id="0"/>
+                <instruction instr-id="2015" subinstr-id="2"/>
+                <instruction instr-id="2015" subinstr-id="4"/>
+                <instruction instr-id="2015" subinstr-id="6"/>
+                <instruction instr-id="2015" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="244" x2="249" y1="290" y2="299"/>
+                <content>7</content>
+                <instruction instr-id="2044" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="321" x2="326" y1="290" y2="299"/>
+                <content>7</content>
+                <instruction instr-id="2073" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="148" x2="194" y1="275" y2="284"/>
+                <content>Percentage</content>
+                <instruction instr-id="2187" subinstr-id="0"/>
+                <instruction instr-id="2187" subinstr-id="2"/>
+                <instruction instr-id="2187" subinstr-id="4"/>
+                <instruction instr-id="2187" subinstr-id="6"/>
+                <instruction instr-id="2187" subinstr-id="8"/>
+                <instruction instr-id="2187" subinstr-id="10"/>
+                <instruction instr-id="2187" subinstr-id="12"/>
+                <instruction instr-id="2187" subinstr-id="14"/>
+                <instruction instr-id="2187" subinstr-id="16"/>
+                <instruction instr-id="2187" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="236" x2="257" y1="275" y2="284"/>
+                <content>1.4%</content>
+                <instruction instr-id="2216" subinstr-id="0"/>
+                <instruction instr-id="2216" subinstr-id="2"/>
+                <instruction instr-id="2216" subinstr-id="4"/>
+                <instruction instr-id="2216" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="313" x2="334" y1="275" y2="284"/>
+                <content>1.4%</content>
+                <instruction instr-id="2245" subinstr-id="0"/>
+                <instruction instr-id="2245" subinstr-id="2"/>
+                <instruction instr-id="2245" subinstr-id="4"/>
+                <instruction instr-id="2245" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15" end-row="16">
+                <bounding-box x1="58" x2="109" y1="261" y2="270"/>
+                <content>HIV infection</content>
+                <instruction instr-id="2443" subinstr-id="0"/>
+                <instruction instr-id="2443" subinstr-id="2"/>
+                <instruction instr-id="2443" subinstr-id="4"/>
+                <instruction instr-id="2443" subinstr-id="8"/>
+                <instruction instr-id="2443" subinstr-id="10"/>
+                <instruction instr-id="2443" subinstr-id="12"/>
+                <instruction instr-id="2443" subinstr-id="14"/>
+                <instruction instr-id="2443" subinstr-id="16"/>
+                <instruction instr-id="2443" subinstr-id="18"/>
+                <instruction instr-id="2443" subinstr-id="20"/>
+                <instruction instr-id="2443" subinstr-id="22"/>
+                <instruction instr-id="2443" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="148" x2="172" y1="261" y2="270"/>
+                <content>Count</content>
+                <instruction instr-id="2312" subinstr-id="0"/>
+                <instruction instr-id="2312" subinstr-id="2"/>
+                <instruction instr-id="2312" subinstr-id="4"/>
+                <instruction instr-id="2312" subinstr-id="6"/>
+                <instruction instr-id="2312" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="244" x2="249" y1="261" y2="270"/>
+                <content>0</content>
+                <instruction instr-id="2341" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="321" x2="326" y1="261" y2="270"/>
+                <content>0</content>
+                <instruction instr-id="2370" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="148" x2="194" y1="247" y2="256"/>
+                <content>Percentage</content>
+                <instruction instr-id="2472" subinstr-id="0"/>
+                <instruction instr-id="2472" subinstr-id="2"/>
+                <instruction instr-id="2472" subinstr-id="4"/>
+                <instruction instr-id="2472" subinstr-id="6"/>
+                <instruction instr-id="2472" subinstr-id="8"/>
+                <instruction instr-id="2472" subinstr-id="10"/>
+                <instruction instr-id="2472" subinstr-id="12"/>
+                <instruction instr-id="2472" subinstr-id="14"/>
+                <instruction instr-id="2472" subinstr-id="16"/>
+                <instruction instr-id="2472" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="236" x2="257" y1="247" y2="256"/>
+                <content>0.0%</content>
+                <instruction instr-id="2501" subinstr-id="0"/>
+                <instruction instr-id="2501" subinstr-id="2"/>
+                <instruction instr-id="2501" subinstr-id="4"/>
+                <instruction instr-id="2501" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="313" x2="334" y1="247" y2="256"/>
+                <content>0.0%</content>
+                <instruction instr-id="2530" subinstr-id="0"/>
+                <instruction instr-id="2530" subinstr-id="2"/>
+                <instruction instr-id="2530" subinstr-id="4"/>
+                <instruction instr-id="2530" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17" end-row="18">
+                <bounding-box x1="58" x2="128" y1="223" y2="242"/>
+                <content>Substance abuse
+problem</content>
+                <instruction instr-id="2728" subinstr-id="0"/>
+                <instruction instr-id="2728" subinstr-id="2"/>
+                <instruction instr-id="2728" subinstr-id="4"/>
+                <instruction instr-id="2728" subinstr-id="6"/>
+                <instruction instr-id="2728" subinstr-id="8"/>
+                <instruction instr-id="2728" subinstr-id="10"/>
+                <instruction instr-id="2728" subinstr-id="12"/>
+                <instruction instr-id="2728" subinstr-id="14"/>
+                <instruction instr-id="2728" subinstr-id="16"/>
+                <instruction instr-id="2728" subinstr-id="20"/>
+                <instruction instr-id="2728" subinstr-id="22"/>
+                <instruction instr-id="2728" subinstr-id="24"/>
+                <instruction instr-id="2728" subinstr-id="26"/>
+                <instruction instr-id="2728" subinstr-id="28"/>
+                <instruction instr-id="2740" subinstr-id="0"/>
+                <instruction instr-id="2740" subinstr-id="2"/>
+                <instruction instr-id="2740" subinstr-id="4"/>
+                <instruction instr-id="2740" subinstr-id="6"/>
+                <instruction instr-id="2740" subinstr-id="8"/>
+                <instruction instr-id="2740" subinstr-id="10"/>
+                <instruction instr-id="2740" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="148" x2="172" y1="233" y2="242"/>
+                <content>Count</content>
+                <instruction instr-id="2597" subinstr-id="0"/>
+                <instruction instr-id="2597" subinstr-id="2"/>
+                <instruction instr-id="2597" subinstr-id="4"/>
+                <instruction instr-id="2597" subinstr-id="6"/>
+                <instruction instr-id="2597" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="242" x2="252" y1="233" y2="242"/>
+                <content>10</content>
+                <instruction instr-id="2626" subinstr-id="0"/>
+                <instruction instr-id="2626" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="321" x2="326" y1="233" y2="242"/>
+                <content>0</content>
+                <instruction instr-id="2655" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="148" x2="194" y1="219" y2="228"/>
+                <content>Percentage</content>
+                <instruction instr-id="2769" subinstr-id="0"/>
+                <instruction instr-id="2769" subinstr-id="2"/>
+                <instruction instr-id="2769" subinstr-id="4"/>
+                <instruction instr-id="2769" subinstr-id="6"/>
+                <instruction instr-id="2769" subinstr-id="8"/>
+                <instruction instr-id="2769" subinstr-id="10"/>
+                <instruction instr-id="2769" subinstr-id="12"/>
+                <instruction instr-id="2769" subinstr-id="14"/>
+                <instruction instr-id="2769" subinstr-id="16"/>
+                <instruction instr-id="2769" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="236" x2="257" y1="219" y2="228"/>
+                <content>2.0%</content>
+                <instruction instr-id="2798" subinstr-id="0"/>
+                <instruction instr-id="2798" subinstr-id="2"/>
+                <instruction instr-id="2798" subinstr-id="4"/>
+                <instruction instr-id="2798" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="316" x2="332" y1="219" y2="228"/>
+                <content>.0%</content>
+                <instruction instr-id="2827" subinstr-id="0"/>
+                <instruction instr-id="2827" subinstr-id="2"/>
+                <instruction instr-id="2827" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19" end-row="20">
+                <bounding-box x1="58" x2="97" y1="205" y2="214"/>
+                <content>Back pain</content>
+                <instruction instr-id="3025" subinstr-id="0"/>
+                <instruction instr-id="3025" subinstr-id="2"/>
+                <instruction instr-id="3025" subinstr-id="4"/>
+                <instruction instr-id="3025" subinstr-id="6"/>
+                <instruction instr-id="3025" subinstr-id="10"/>
+                <instruction instr-id="3025" subinstr-id="12"/>
+                <instruction instr-id="3025" subinstr-id="14"/>
+                <instruction instr-id="3025" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="148" x2="172" y1="205" y2="214"/>
+                <content>Count</content>
+                <instruction instr-id="2894" subinstr-id="0"/>
+                <instruction instr-id="2894" subinstr-id="2"/>
+                <instruction instr-id="2894" subinstr-id="4"/>
+                <instruction instr-id="2894" subinstr-id="6"/>
+                <instruction instr-id="2894" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="239" x2="254" y1="205" y2="214"/>
+                <content>202</content>
+                <instruction instr-id="2923" subinstr-id="0"/>
+                <instruction instr-id="2923" subinstr-id="2"/>
+                <instruction instr-id="2923" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="319" x2="329" y1="205" y2="214"/>
+                <content>56</content>
+                <instruction instr-id="2952" subinstr-id="0"/>
+                <instruction instr-id="2952" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="148" x2="194" y1="191" y2="200"/>
+                <content>Percentage</content>
+                <instruction instr-id="3054" subinstr-id="0"/>
+                <instruction instr-id="3054" subinstr-id="2"/>
+                <instruction instr-id="3054" subinstr-id="4"/>
+                <instruction instr-id="3054" subinstr-id="6"/>
+                <instruction instr-id="3054" subinstr-id="8"/>
+                <instruction instr-id="3054" subinstr-id="10"/>
+                <instruction instr-id="3054" subinstr-id="12"/>
+                <instruction instr-id="3054" subinstr-id="14"/>
+                <instruction instr-id="3054" subinstr-id="16"/>
+                <instruction instr-id="3054" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="234" x2="260" y1="191" y2="200"/>
+                <content>40.9%</content>
+                <instruction instr-id="3083" subinstr-id="0"/>
+                <instruction instr-id="3083" subinstr-id="2"/>
+                <instruction instr-id="3083" subinstr-id="4"/>
+                <instruction instr-id="3083" subinstr-id="6"/>
+                <instruction instr-id="3083" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="311" x2="337" y1="191" y2="200"/>
+                <content>11.3%</content>
+                <instruction instr-id="3112" subinstr-id="0"/>
+                <instruction instr-id="3112" subinstr-id="2"/>
+                <instruction instr-id="3112" subinstr-id="4"/>
+                <instruction instr-id="3112" subinstr-id="6"/>
+                <instruction instr-id="3112" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21" end-row="22">
+                <bounding-box x1="58" x2="142" y1="177" y2="186"/>
+                <content>Broken bone/fracture</content>
+                <instruction instr-id="3310" subinstr-id="0"/>
+                <instruction instr-id="3310" subinstr-id="2"/>
+                <instruction instr-id="3310" subinstr-id="4"/>
+                <instruction instr-id="3310" subinstr-id="6"/>
+                <instruction instr-id="3310" subinstr-id="8"/>
+                <instruction instr-id="3310" subinstr-id="10"/>
+                <instruction instr-id="3310" subinstr-id="14"/>
+                <instruction instr-id="3310" subinstr-id="16"/>
+                <instruction instr-id="3310" subinstr-id="18"/>
+                <instruction instr-id="3310" subinstr-id="20"/>
+                <instruction instr-id="3310" subinstr-id="22"/>
+                <instruction instr-id="3310" subinstr-id="24"/>
+                <instruction instr-id="3310" subinstr-id="26"/>
+                <instruction instr-id="3310" subinstr-id="28"/>
+                <instruction instr-id="3310" subinstr-id="30"/>
+                <instruction instr-id="3310" subinstr-id="32"/>
+                <instruction instr-id="3310" subinstr-id="34"/>
+                <instruction instr-id="3310" subinstr-id="36"/>
+                <instruction instr-id="3310" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="148" x2="172" y1="177" y2="186"/>
+                <content>Count</content>
+                <instruction instr-id="3179" subinstr-id="0"/>
+                <instruction instr-id="3179" subinstr-id="2"/>
+                <instruction instr-id="3179" subinstr-id="4"/>
+                <instruction instr-id="3179" subinstr-id="6"/>
+                <instruction instr-id="3179" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="242" x2="252" y1="177" y2="186"/>
+                <content>12</content>
+                <instruction instr-id="3208" subinstr-id="0"/>
+                <instruction instr-id="3208" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="319" x2="329" y1="177" y2="186"/>
+                <content>12</content>
+                <instruction instr-id="3237" subinstr-id="0"/>
+                <instruction instr-id="3237" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="148" x2="194" y1="163" y2="172"/>
+                <content>Percentage</content>
+                <instruction instr-id="3356" subinstr-id="0"/>
+                <instruction instr-id="3356" subinstr-id="2"/>
+                <instruction instr-id="3356" subinstr-id="4"/>
+                <instruction instr-id="3356" subinstr-id="6"/>
+                <instruction instr-id="3356" subinstr-id="8"/>
+                <instruction instr-id="3356" subinstr-id="10"/>
+                <instruction instr-id="3356" subinstr-id="12"/>
+                <instruction instr-id="3356" subinstr-id="14"/>
+                <instruction instr-id="3356" subinstr-id="16"/>
+                <instruction instr-id="3356" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="236" x2="257" y1="163" y2="172"/>
+                <content>2.4%</content>
+                <instruction instr-id="3385" subinstr-id="0"/>
+                <instruction instr-id="3385" subinstr-id="2"/>
+                <instruction instr-id="3385" subinstr-id="4"/>
+                <instruction instr-id="3385" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="313" x2="334" y1="163" y2="172"/>
+                <content>2.4%</content>
+                <instruction instr-id="3414" subinstr-id="0"/>
+                <instruction instr-id="3414" subinstr-id="2"/>
+                <instruction instr-id="3414" subinstr-id="4"/>
+                <instruction instr-id="3414" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23" end-row="24">
+                <bounding-box x1="58" x2="123" y1="138" y2="158"/>
+                <content>Bronchitis/ear or
+sinus infection</content>
+                <instruction instr-id="3612" subinstr-id="0"/>
+                <instruction instr-id="3612" subinstr-id="2"/>
+                <instruction instr-id="3612" subinstr-id="4"/>
+                <instruction instr-id="3612" subinstr-id="6"/>
+                <instruction instr-id="3612" subinstr-id="8"/>
+                <instruction instr-id="3612" subinstr-id="10"/>
+                <instruction instr-id="3612" subinstr-id="12"/>
+                <instruction instr-id="3612" subinstr-id="14"/>
+                <instruction instr-id="3612" subinstr-id="16"/>
+                <instruction instr-id="3612" subinstr-id="18"/>
+                <instruction instr-id="3612" subinstr-id="20"/>
+                <instruction instr-id="3612" subinstr-id="22"/>
+                <instruction instr-id="3612" subinstr-id="24"/>
+                <instruction instr-id="3612" subinstr-id="26"/>
+                <instruction instr-id="3612" subinstr-id="30"/>
+                <instruction instr-id="3612" subinstr-id="32"/>
+                <instruction instr-id="3624" subinstr-id="0"/>
+                <instruction instr-id="3624" subinstr-id="2"/>
+                <instruction instr-id="3624" subinstr-id="4"/>
+                <instruction instr-id="3624" subinstr-id="6"/>
+                <instruction instr-id="3624" subinstr-id="8"/>
+                <instruction instr-id="3624" subinstr-id="12"/>
+                <instruction instr-id="3624" subinstr-id="14"/>
+                <instruction instr-id="3624" subinstr-id="16"/>
+                <instruction instr-id="3624" subinstr-id="18"/>
+                <instruction instr-id="3624" subinstr-id="20"/>
+                <instruction instr-id="3624" subinstr-id="22"/>
+                <instruction instr-id="3624" subinstr-id="24"/>
+                <instruction instr-id="3624" subinstr-id="26"/>
+                <instruction instr-id="3624" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="148" x2="172" y1="149" y2="158"/>
+                <content>Count</content>
+                <instruction instr-id="3481" subinstr-id="0"/>
+                <instruction instr-id="3481" subinstr-id="2"/>
+                <instruction instr-id="3481" subinstr-id="4"/>
+                <instruction instr-id="3481" subinstr-id="6"/>
+                <instruction instr-id="3481" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="239" x2="254" y1="149" y2="158"/>
+                <content>104</content>
+                <instruction instr-id="3510" subinstr-id="0"/>
+                <instruction instr-id="3510" subinstr-id="2"/>
+                <instruction instr-id="3510" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="319" x2="329" y1="149" y2="158"/>
+                <content>87</content>
+                <instruction instr-id="3539" subinstr-id="0"/>
+                <instruction instr-id="3539" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="148" x2="194" y1="134" y2="143"/>
+                <content>Percentage</content>
+                <instruction instr-id="3653" subinstr-id="0"/>
+                <instruction instr-id="3653" subinstr-id="2"/>
+                <instruction instr-id="3653" subinstr-id="4"/>
+                <instruction instr-id="3653" subinstr-id="6"/>
+                <instruction instr-id="3653" subinstr-id="8"/>
+                <instruction instr-id="3653" subinstr-id="10"/>
+                <instruction instr-id="3653" subinstr-id="12"/>
+                <instruction instr-id="3653" subinstr-id="14"/>
+                <instruction instr-id="3653" subinstr-id="16"/>
+                <instruction instr-id="3653" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="234" x2="260" y1="134" y2="143"/>
+                <content>21.1%</content>
+                <instruction instr-id="3682" subinstr-id="0"/>
+                <instruction instr-id="3682" subinstr-id="2"/>
+                <instruction instr-id="3682" subinstr-id="4"/>
+                <instruction instr-id="3682" subinstr-id="6"/>
+                <instruction instr-id="3682" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="311" x2="337" y1="134" y2="143"/>
+                <content>17.6%</content>
+                <instruction instr-id="3711" subinstr-id="0"/>
+                <instruction instr-id="3711" subinstr-id="2"/>
+                <instruction instr-id="3711" subinstr-id="4"/>
+                <instruction instr-id="3711" subinstr-id="6"/>
+                <instruction instr-id="3711" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25" end-row="26">
+                <bounding-box x1="58" x2="115" y1="120" y2="129"/>
+                <content>Endometriosis</content>
+                <instruction instr-id="3909" subinstr-id="0"/>
+                <instruction instr-id="3909" subinstr-id="2"/>
+                <instruction instr-id="3909" subinstr-id="4"/>
+                <instruction instr-id="3909" subinstr-id="6"/>
+                <instruction instr-id="3909" subinstr-id="8"/>
+                <instruction instr-id="3909" subinstr-id="10"/>
+                <instruction instr-id="3909" subinstr-id="12"/>
+                <instruction instr-id="3909" subinstr-id="14"/>
+                <instruction instr-id="3909" subinstr-id="16"/>
+                <instruction instr-id="3909" subinstr-id="18"/>
+                <instruction instr-id="3909" subinstr-id="20"/>
+                <instruction instr-id="3909" subinstr-id="22"/>
+                <instruction instr-id="3909" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="148" x2="172" y1="120" y2="129"/>
+                <content>Count</content>
+                <instruction instr-id="3778" subinstr-id="0"/>
+                <instruction instr-id="3778" subinstr-id="2"/>
+                <instruction instr-id="3778" subinstr-id="4"/>
+                <instruction instr-id="3778" subinstr-id="6"/>
+                <instruction instr-id="3778" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="244" x2="249" y1="120" y2="129"/>
+                <content>6</content>
+                <instruction instr-id="3807" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="321" x2="326" y1="120" y2="129"/>
+                <content>5</content>
+                <instruction instr-id="3836" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="148" x2="194" y1="106" y2="115"/>
+                <content>Percentage</content>
+                <instruction instr-id="3938" subinstr-id="0"/>
+                <instruction instr-id="3938" subinstr-id="2"/>
+                <instruction instr-id="3938" subinstr-id="4"/>
+                <instruction instr-id="3938" subinstr-id="6"/>
+                <instruction instr-id="3938" subinstr-id="8"/>
+                <instruction instr-id="3938" subinstr-id="10"/>
+                <instruction instr-id="3938" subinstr-id="12"/>
+                <instruction instr-id="3938" subinstr-id="14"/>
+                <instruction instr-id="3938" subinstr-id="16"/>
+                <instruction instr-id="3938" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="236" x2="257" y1="106" y2="115"/>
+                <content>1.2%</content>
+                <instruction instr-id="3967" subinstr-id="0"/>
+                <instruction instr-id="3967" subinstr-id="2"/>
+                <instruction instr-id="3967" subinstr-id="4"/>
+                <instruction instr-id="3967" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="313" x2="334" y1="106" y2="115"/>
+                <content>1.0%</content>
+                <instruction instr-id="3996" subinstr-id="0"/>
+                <instruction instr-id="3996" subinstr-id="2"/>
+                <instruction instr-id="3996" subinstr-id="4"/>
+                <instruction instr-id="3996" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" row-increment="0" page='7'>
+            <cell id="1" start-col="0" end-col="1" start-row="0">
+                <bounding-box x1="62" x2="96" y1="500" y2="509"/>
+                <content>Difficulty</content>
+                <instruction instr-id="112" subinstr-id="0"/>
+                <instruction instr-id="112" subinstr-id="2"/>
+                <instruction instr-id="112" subinstr-id="4"/>
+                <instruction instr-id="112" subinstr-id="6"/>
+                <instruction instr-id="112" subinstr-id="8"/>
+                <instruction instr-id="112" subinstr-id="10"/>
+                <instruction instr-id="112" subinstr-id="12"/>
+                <instruction instr-id="112" subinstr-id="14"/>
+                <instruction instr-id="112" subinstr-id="16"/>
+                <instruction instr-id="112" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="211" x2="252" y1="500" y2="509"/>
+                <content>Quite a lot</content>
+                <instruction instr-id="141" subinstr-id="0"/>
+                <instruction instr-id="141" subinstr-id="2"/>
+                <instruction instr-id="141" subinstr-id="4"/>
+                <instruction instr-id="141" subinstr-id="6"/>
+                <instruction instr-id="141" subinstr-id="8"/>
+                <instruction instr-id="141" subinstr-id="12"/>
+                <instruction instr-id="141" subinstr-id="16"/>
+                <instruction instr-id="141" subinstr-id="18"/>
+                <instruction instr-id="141" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="263" x2="301" y1="500" y2="509"/>
+                <content>Not much</content>
+                <instruction instr-id="187" subinstr-id="0"/>
+                <instruction instr-id="187" subinstr-id="2"/>
+                <instruction instr-id="187" subinstr-id="4"/>
+                <instruction instr-id="187" subinstr-id="8"/>
+                <instruction instr-id="187" subinstr-id="10"/>
+                <instruction instr-id="187" subinstr-id="12"/>
+                <instruction instr-id="187" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="315" x2="351" y1="500" y2="509"/>
+                <content>Not at all</content>
+                <instruction instr-id="233" subinstr-id="0"/>
+                <instruction instr-id="233" subinstr-id="2"/>
+                <instruction instr-id="233" subinstr-id="4"/>
+                <instruction instr-id="233" subinstr-id="8"/>
+                <instruction instr-id="233" subinstr-id="10"/>
+                <instruction instr-id="233" subinstr-id="14"/>
+                <instruction instr-id="233" subinstr-id="16"/>
+                <instruction instr-id="233" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1" end-row="2">
+                <bounding-box x1="62" x2="111" y1="485" y2="494"/>
+                <content>Alcohol use</content>
+                <instruction instr-id="556" subinstr-id="0"/>
+                <instruction instr-id="556" subinstr-id="2"/>
+                <instruction instr-id="556" subinstr-id="4"/>
+                <instruction instr-id="556" subinstr-id="6"/>
+                <instruction instr-id="556" subinstr-id="8"/>
+                <instruction instr-id="556" subinstr-id="10"/>
+                <instruction instr-id="556" subinstr-id="12"/>
+                <instruction instr-id="556" subinstr-id="16"/>
+                <instruction instr-id="556" subinstr-id="18"/>
+                <instruction instr-id="556" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="154" x2="179" y1="485" y2="494"/>
+                <content>Count</content>
+                <instruction instr-id="323" subinstr-id="0"/>
+                <instruction instr-id="323" subinstr-id="2"/>
+                <instruction instr-id="323" subinstr-id="4"/>
+                <instruction instr-id="323" subinstr-id="6"/>
+                <instruction instr-id="323" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="245" x2="255" y1="485" y2="494"/>
+                <content>20</content>
+                <instruction instr-id="352" subinstr-id="0"/>
+                <instruction instr-id="352" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="296" x2="306" y1="485" y2="494"/>
+                <content>56</content>
+                <instruction instr-id="398" subinstr-id="0"/>
+                <instruction instr-id="398" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="341" x2="357" y1="485" y2="494"/>
+                <content>391</content>
+                <instruction instr-id="444" subinstr-id="0"/>
+                <instruction instr-id="444" subinstr-id="2"/>
+                <instruction instr-id="444" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="154" x2="202" y1="470" y2="480"/>
+                <content>Percentage</content>
+                <instruction instr-id="597" subinstr-id="0"/>
+                <instruction instr-id="597" subinstr-id="2"/>
+                <instruction instr-id="597" subinstr-id="4"/>
+                <instruction instr-id="597" subinstr-id="6"/>
+                <instruction instr-id="597" subinstr-id="8"/>
+                <instruction instr-id="597" subinstr-id="10"/>
+                <instruction instr-id="597" subinstr-id="12"/>
+                <instruction instr-id="597" subinstr-id="14"/>
+                <instruction instr-id="597" subinstr-id="16"/>
+                <instruction instr-id="597" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="235" x2="255" y1="471" y2="480"/>
+                <content>4.3%</content>
+                <instruction instr-id="643" subinstr-id="0"/>
+                <instruction instr-id="643" subinstr-id="2"/>
+                <instruction instr-id="643" subinstr-id="4"/>
+                <instruction instr-id="643" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="280" x2="306" y1="471" y2="480"/>
+                <content>12.0%</content>
+                <instruction instr-id="689" subinstr-id="0"/>
+                <instruction instr-id="689" subinstr-id="2"/>
+                <instruction instr-id="689" subinstr-id="4"/>
+                <instruction instr-id="689" subinstr-id="6"/>
+                <instruction instr-id="689" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="331" x2="357" y1="471" y2="480"/>
+                <content>83.7%</content>
+                <instruction instr-id="735" subinstr-id="0"/>
+                <instruction instr-id="735" subinstr-id="2"/>
+                <instruction instr-id="735" subinstr-id="4"/>
+                <instruction instr-id="735" subinstr-id="6"/>
+                <instruction instr-id="735" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3" end-row="4">
+                <bounding-box x1="62" x2="99" y1="455" y2="465"/>
+                <content>Allergies</content>
+                <instruction instr-id="1050" subinstr-id="0"/>
+                <instruction instr-id="1050" subinstr-id="2"/>
+                <instruction instr-id="1050" subinstr-id="4"/>
+                <instruction instr-id="1050" subinstr-id="6"/>
+                <instruction instr-id="1050" subinstr-id="8"/>
+                <instruction instr-id="1050" subinstr-id="10"/>
+                <instruction instr-id="1050" subinstr-id="12"/>
+                <instruction instr-id="1050" subinstr-id="14"/>
+                <instruction instr-id="1050" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="154" x2="179" y1="455" y2="465"/>
+                <content>Count</content>
+                <instruction instr-id="829" subinstr-id="0"/>
+                <instruction instr-id="829" subinstr-id="2"/>
+                <instruction instr-id="829" subinstr-id="4"/>
+                <instruction instr-id="829" subinstr-id="6"/>
+                <instruction instr-id="829" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="245" x2="255" y1="456" y2="465"/>
+                <content>40</content>
+                <instruction instr-id="858" subinstr-id="0"/>
+                <instruction instr-id="858" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="296" x2="306" y1="456" y2="465"/>
+                <content>28</content>
+                <instruction instr-id="904" subinstr-id="0"/>
+                <instruction instr-id="904" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="341" x2="357" y1="456" y2="465"/>
+                <content>398</content>
+                <instruction instr-id="950" subinstr-id="0"/>
+                <instruction instr-id="950" subinstr-id="2"/>
+                <instruction instr-id="950" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="154" x2="202" y1="441" y2="450"/>
+                <content>Percentage</content>
+                <instruction instr-id="1079" subinstr-id="0"/>
+                <instruction instr-id="1079" subinstr-id="2"/>
+                <instruction instr-id="1079" subinstr-id="4"/>
+                <instruction instr-id="1079" subinstr-id="6"/>
+                <instruction instr-id="1079" subinstr-id="8"/>
+                <instruction instr-id="1079" subinstr-id="10"/>
+                <instruction instr-id="1079" subinstr-id="12"/>
+                <instruction instr-id="1079" subinstr-id="14"/>
+                <instruction instr-id="1079" subinstr-id="16"/>
+                <instruction instr-id="1079" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="235" x2="255" y1="441" y2="450"/>
+                <content>8.6%</content>
+                <instruction instr-id="1125" subinstr-id="0"/>
+                <instruction instr-id="1125" subinstr-id="2"/>
+                <instruction instr-id="1125" subinstr-id="4"/>
+                <instruction instr-id="1125" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="285" x2="306" y1="441" y2="450"/>
+                <content>6.0%</content>
+                <instruction instr-id="1171" subinstr-id="0"/>
+                <instruction instr-id="1171" subinstr-id="2"/>
+                <instruction instr-id="1171" subinstr-id="4"/>
+                <instruction instr-id="1171" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="331" x2="357" y1="441" y2="450"/>
+                <content>85.4%</content>
+                <instruction instr-id="1217" subinstr-id="0"/>
+                <instruction instr-id="1217" subinstr-id="2"/>
+                <instruction instr-id="1217" subinstr-id="4"/>
+                <instruction instr-id="1217" subinstr-id="6"/>
+                <instruction instr-id="1217" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5" end-row="6">
+                <bounding-box x1="62" x2="143" y1="415" y2="436"/>
+                <content>Chronic illness and
+chronic pain</content>
+                <instruction instr-id="1532" subinstr-id="0"/>
+                <instruction instr-id="1532" subinstr-id="2"/>
+                <instruction instr-id="1532" subinstr-id="4"/>
+                <instruction instr-id="1532" subinstr-id="6"/>
+                <instruction instr-id="1532" subinstr-id="8"/>
+                <instruction instr-id="1532" subinstr-id="10"/>
+                <instruction instr-id="1532" subinstr-id="12"/>
+                <instruction instr-id="1532" subinstr-id="16"/>
+                <instruction instr-id="1532" subinstr-id="18"/>
+                <instruction instr-id="1532" subinstr-id="20"/>
+                <instruction instr-id="1532" subinstr-id="22"/>
+                <instruction instr-id="1532" subinstr-id="24"/>
+                <instruction instr-id="1532" subinstr-id="26"/>
+                <instruction instr-id="1532" subinstr-id="28"/>
+                <instruction instr-id="1532" subinstr-id="32"/>
+                <instruction instr-id="1532" subinstr-id="34"/>
+                <instruction instr-id="1532" subinstr-id="36"/>
+                <instruction instr-id="1544" subinstr-id="0"/>
+                <instruction instr-id="1544" subinstr-id="2"/>
+                <instruction instr-id="1544" subinstr-id="4"/>
+                <instruction instr-id="1544" subinstr-id="6"/>
+                <instruction instr-id="1544" subinstr-id="8"/>
+                <instruction instr-id="1544" subinstr-id="10"/>
+                <instruction instr-id="1544" subinstr-id="12"/>
+                <instruction instr-id="1544" subinstr-id="16"/>
+                <instruction instr-id="1544" subinstr-id="18"/>
+                <instruction instr-id="1544" subinstr-id="20"/>
+                <instruction instr-id="1544" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="154" x2="179" y1="426" y2="436"/>
+                <content>Count</content>
+                <instruction instr-id="1311" subinstr-id="0"/>
+                <instruction instr-id="1311" subinstr-id="2"/>
+                <instruction instr-id="1311" subinstr-id="4"/>
+                <instruction instr-id="1311" subinstr-id="6"/>
+                <instruction instr-id="1311" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="245" x2="255" y1="427" y2="436"/>
+                <content>19</content>
+                <instruction instr-id="1340" subinstr-id="0"/>
+                <instruction instr-id="1340" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="296" x2="306" y1="427" y2="436"/>
+                <content>15</content>
+                <instruction instr-id="1386" subinstr-id="0"/>
+                <instruction instr-id="1386" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="341" x2="357" y1="427" y2="436"/>
+                <content>425</content>
+                <instruction instr-id="1432" subinstr-id="0"/>
+                <instruction instr-id="1432" subinstr-id="2"/>
+                <instruction instr-id="1432" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="154" x2="202" y1="411" y2="421"/>
+                <content>Percentage</content>
+                <instruction instr-id="1573" subinstr-id="0"/>
+                <instruction instr-id="1573" subinstr-id="2"/>
+                <instruction instr-id="1573" subinstr-id="4"/>
+                <instruction instr-id="1573" subinstr-id="6"/>
+                <instruction instr-id="1573" subinstr-id="8"/>
+                <instruction instr-id="1573" subinstr-id="10"/>
+                <instruction instr-id="1573" subinstr-id="12"/>
+                <instruction instr-id="1573" subinstr-id="14"/>
+                <instruction instr-id="1573" subinstr-id="16"/>
+                <instruction instr-id="1573" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="235" x2="255" y1="412" y2="421"/>
+                <content>4.1%</content>
+                <instruction instr-id="1619" subinstr-id="0"/>
+                <instruction instr-id="1619" subinstr-id="2"/>
+                <instruction instr-id="1619" subinstr-id="4"/>
+                <instruction instr-id="1619" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="285" x2="306" y1="412" y2="421"/>
+                <content>3.3%</content>
+                <instruction instr-id="1665" subinstr-id="0"/>
+                <instruction instr-id="1665" subinstr-id="2"/>
+                <instruction instr-id="1665" subinstr-id="4"/>
+                <instruction instr-id="1665" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="331" x2="357" y1="412" y2="421"/>
+                <content>92.6%</content>
+                <instruction instr-id="1711" subinstr-id="0"/>
+                <instruction instr-id="1711" subinstr-id="2"/>
+                <instruction instr-id="1711" subinstr-id="4"/>
+                <instruction instr-id="1711" subinstr-id="6"/>
+                <instruction instr-id="1711" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7" end-row="8">
+                <bounding-box x1="62" x2="124" y1="386" y2="406"/>
+                <content>Colds/flu/sinus
+infections</content>
+                <instruction instr-id="2026" subinstr-id="0"/>
+                <instruction instr-id="2026" subinstr-id="2"/>
+                <instruction instr-id="2026" subinstr-id="4"/>
+                <instruction instr-id="2026" subinstr-id="6"/>
+                <instruction instr-id="2026" subinstr-id="8"/>
+                <instruction instr-id="2026" subinstr-id="10"/>
+                <instruction instr-id="2026" subinstr-id="12"/>
+                <instruction instr-id="2026" subinstr-id="14"/>
+                <instruction instr-id="2026" subinstr-id="16"/>
+                <instruction instr-id="2026" subinstr-id="18"/>
+                <instruction instr-id="2026" subinstr-id="20"/>
+                <instruction instr-id="2026" subinstr-id="22"/>
+                <instruction instr-id="2026" subinstr-id="24"/>
+                <instruction instr-id="2026" subinstr-id="26"/>
+                <instruction instr-id="2026" subinstr-id="28"/>
+                <instruction instr-id="2038" subinstr-id="0"/>
+                <instruction instr-id="2038" subinstr-id="2"/>
+                <instruction instr-id="2038" subinstr-id="4"/>
+                <instruction instr-id="2038" subinstr-id="6"/>
+                <instruction instr-id="2038" subinstr-id="8"/>
+                <instruction instr-id="2038" subinstr-id="10"/>
+                <instruction instr-id="2038" subinstr-id="12"/>
+                <instruction instr-id="2038" subinstr-id="14"/>
+                <instruction instr-id="2038" subinstr-id="16"/>
+                <instruction instr-id="2038" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="154" x2="179" y1="397" y2="406"/>
+                <content>Count</content>
+                <instruction instr-id="1805" subinstr-id="0"/>
+                <instruction instr-id="1805" subinstr-id="2"/>
+                <instruction instr-id="1805" subinstr-id="4"/>
+                <instruction instr-id="1805" subinstr-id="6"/>
+                <instruction instr-id="1805" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="245" x2="255" y1="397" y2="406"/>
+                <content>89</content>
+                <instruction instr-id="1834" subinstr-id="0"/>
+                <instruction instr-id="1834" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="291" x2="306" y1="397" y2="406"/>
+                <content>138</content>
+                <instruction instr-id="1880" subinstr-id="0"/>
+                <instruction instr-id="1880" subinstr-id="2"/>
+                <instruction instr-id="1880" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="341" x2="357" y1="397" y2="406"/>
+                <content>238</content>
+                <instruction instr-id="1926" subinstr-id="0"/>
+                <instruction instr-id="1926" subinstr-id="2"/>
+                <instruction instr-id="1926" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="154" x2="202" y1="382" y2="392"/>
+                <content>Percentage</content>
+                <instruction instr-id="2067" subinstr-id="0"/>
+                <instruction instr-id="2067" subinstr-id="2"/>
+                <instruction instr-id="2067" subinstr-id="4"/>
+                <instruction instr-id="2067" subinstr-id="6"/>
+                <instruction instr-id="2067" subinstr-id="8"/>
+                <instruction instr-id="2067" subinstr-id="10"/>
+                <instruction instr-id="2067" subinstr-id="12"/>
+                <instruction instr-id="2067" subinstr-id="14"/>
+                <instruction instr-id="2067" subinstr-id="16"/>
+                <instruction instr-id="2067" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="230" x2="255" y1="383" y2="392"/>
+                <content>19.1%</content>
+                <instruction instr-id="2113" subinstr-id="0"/>
+                <instruction instr-id="2113" subinstr-id="2"/>
+                <instruction instr-id="2113" subinstr-id="4"/>
+                <instruction instr-id="2113" subinstr-id="6"/>
+                <instruction instr-id="2113" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="280" x2="306" y1="383" y2="392"/>
+                <content>29.7%</content>
+                <instruction instr-id="2159" subinstr-id="0"/>
+                <instruction instr-id="2159" subinstr-id="2"/>
+                <instruction instr-id="2159" subinstr-id="4"/>
+                <instruction instr-id="2159" subinstr-id="6"/>
+                <instruction instr-id="2159" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="331" x2="357" y1="383" y2="392"/>
+                <content>51.2%</content>
+                <instruction instr-id="2205" subinstr-id="0"/>
+                <instruction instr-id="2205" subinstr-id="2"/>
+                <instruction instr-id="2205" subinstr-id="4"/>
+                <instruction instr-id="2205" subinstr-id="6"/>
+                <instruction instr-id="2205" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9" end-row="10">
+                <bounding-box x1="62" x2="150" y1="357" y2="377"/>
+                <content>Concern over friends
+or family</content>
+                <instruction instr-id="2528" subinstr-id="0"/>
+                <instruction instr-id="2528" subinstr-id="2"/>
+                <instruction instr-id="2528" subinstr-id="4"/>
+                <instruction instr-id="2528" subinstr-id="6"/>
+                <instruction instr-id="2528" subinstr-id="8"/>
+                <instruction instr-id="2528" subinstr-id="10"/>
+                <instruction instr-id="2528" subinstr-id="12"/>
+                <instruction instr-id="2528" subinstr-id="16"/>
+                <instruction instr-id="2528" subinstr-id="18"/>
+                <instruction instr-id="2528" subinstr-id="20"/>
+                <instruction instr-id="2528" subinstr-id="22"/>
+                <instruction instr-id="2528" subinstr-id="26"/>
+                <instruction instr-id="2528" subinstr-id="28"/>
+                <instruction instr-id="2528" subinstr-id="30"/>
+                <instruction instr-id="2528" subinstr-id="32"/>
+                <instruction instr-id="2528" subinstr-id="34"/>
+                <instruction instr-id="2528" subinstr-id="36"/>
+                <instruction instr-id="2528" subinstr-id="38"/>
+                <instruction instr-id="2540" subinstr-id="0"/>
+                <instruction instr-id="2540" subinstr-id="2"/>
+                <instruction instr-id="2540" subinstr-id="6"/>
+                <instruction instr-id="2540" subinstr-id="8"/>
+                <instruction instr-id="2540" subinstr-id="10"/>
+                <instruction instr-id="2540" subinstr-id="12"/>
+                <instruction instr-id="2540" subinstr-id="14"/>
+                <instruction instr-id="2540" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="154" x2="179" y1="367" y2="377"/>
+                <content>Count</content>
+                <instruction instr-id="2299" subinstr-id="0"/>
+                <instruction instr-id="2299" subinstr-id="2"/>
+                <instruction instr-id="2299" subinstr-id="4"/>
+                <instruction instr-id="2299" subinstr-id="6"/>
+                <instruction instr-id="2299" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="240" x2="255" y1="368" y2="377"/>
+                <content>125</content>
+                <instruction instr-id="2328" subinstr-id="0"/>
+                <instruction instr-id="2328" subinstr-id="2"/>
+                <instruction instr-id="2328" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="291" x2="306" y1="368" y2="377"/>
+                <content>138</content>
+                <instruction instr-id="2374" subinstr-id="0"/>
+                <instruction instr-id="2374" subinstr-id="2"/>
+                <instruction instr-id="2374" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="341" x2="357" y1="368" y2="377"/>
+                <content>203</content>
+                <instruction instr-id="2420" subinstr-id="0"/>
+                <instruction instr-id="2420" subinstr-id="2"/>
+                <instruction instr-id="2420" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="154" x2="202" y1="353" y2="362"/>
+                <content>Percentage</content>
+                <instruction instr-id="2569" subinstr-id="0"/>
+                <instruction instr-id="2569" subinstr-id="2"/>
+                <instruction instr-id="2569" subinstr-id="4"/>
+                <instruction instr-id="2569" subinstr-id="6"/>
+                <instruction instr-id="2569" subinstr-id="8"/>
+                <instruction instr-id="2569" subinstr-id="10"/>
+                <instruction instr-id="2569" subinstr-id="12"/>
+                <instruction instr-id="2569" subinstr-id="14"/>
+                <instruction instr-id="2569" subinstr-id="16"/>
+                <instruction instr-id="2569" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="230" x2="255" y1="353" y2="362"/>
+                <content>26.8%</content>
+                <instruction instr-id="2615" subinstr-id="0"/>
+                <instruction instr-id="2615" subinstr-id="2"/>
+                <instruction instr-id="2615" subinstr-id="4"/>
+                <instruction instr-id="2615" subinstr-id="6"/>
+                <instruction instr-id="2615" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="280" x2="306" y1="353" y2="362"/>
+                <content>29.6%</content>
+                <instruction instr-id="2661" subinstr-id="0"/>
+                <instruction instr-id="2661" subinstr-id="2"/>
+                <instruction instr-id="2661" subinstr-id="4"/>
+                <instruction instr-id="2661" subinstr-id="6"/>
+                <instruction instr-id="2661" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="331" x2="357" y1="353" y2="362"/>
+                <content>43.6%</content>
+                <instruction instr-id="2707" subinstr-id="0"/>
+                <instruction instr-id="2707" subinstr-id="2"/>
+                <instruction instr-id="2707" subinstr-id="4"/>
+                <instruction instr-id="2707" subinstr-id="6"/>
+                <instruction instr-id="2707" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11" end-row="12">
+                <bounding-box x1="62" x2="143" y1="338" y2="348"/>
+                <content>Depression/anxiety</content>
+                <instruction instr-id="3022" subinstr-id="0"/>
+                <instruction instr-id="3022" subinstr-id="2"/>
+                <instruction instr-id="3022" subinstr-id="4"/>
+                <instruction instr-id="3022" subinstr-id="6"/>
+                <instruction instr-id="3022" subinstr-id="8"/>
+                <instruction instr-id="3022" subinstr-id="10"/>
+                <instruction instr-id="3022" subinstr-id="12"/>
+                <instruction instr-id="3022" subinstr-id="14"/>
+                <instruction instr-id="3022" subinstr-id="16"/>
+                <instruction instr-id="3022" subinstr-id="18"/>
+                <instruction instr-id="3022" subinstr-id="20"/>
+                <instruction instr-id="3022" subinstr-id="22"/>
+                <instruction instr-id="3022" subinstr-id="24"/>
+                <instruction instr-id="3022" subinstr-id="26"/>
+                <instruction instr-id="3022" subinstr-id="28"/>
+                <instruction instr-id="3022" subinstr-id="30"/>
+                <instruction instr-id="3022" subinstr-id="32"/>
+                <instruction instr-id="3022" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="154" x2="179" y1="338" y2="348"/>
+                <content>Count</content>
+                <instruction instr-id="2801" subinstr-id="0"/>
+                <instruction instr-id="2801" subinstr-id="2"/>
+                <instruction instr-id="2801" subinstr-id="4"/>
+                <instruction instr-id="2801" subinstr-id="6"/>
+                <instruction instr-id="2801" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="245" x2="255" y1="339" y2="348"/>
+                <content>80</content>
+                <instruction instr-id="2830" subinstr-id="0"/>
+                <instruction instr-id="2830" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="296" x2="306" y1="339" y2="348"/>
+                <content>98</content>
+                <instruction instr-id="2876" subinstr-id="0"/>
+                <instruction instr-id="2876" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="341" x2="357" y1="339" y2="348"/>
+                <content>288</content>
+                <instruction instr-id="2922" subinstr-id="0"/>
+                <instruction instr-id="2922" subinstr-id="2"/>
+                <instruction instr-id="2922" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="154" x2="202" y1="323" y2="333"/>
+                <content>Percentage</content>
+                <instruction instr-id="3051" subinstr-id="0"/>
+                <instruction instr-id="3051" subinstr-id="2"/>
+                <instruction instr-id="3051" subinstr-id="4"/>
+                <instruction instr-id="3051" subinstr-id="6"/>
+                <instruction instr-id="3051" subinstr-id="8"/>
+                <instruction instr-id="3051" subinstr-id="10"/>
+                <instruction instr-id="3051" subinstr-id="12"/>
+                <instruction instr-id="3051" subinstr-id="14"/>
+                <instruction instr-id="3051" subinstr-id="16"/>
+                <instruction instr-id="3051" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="230" x2="255" y1="324" y2="333"/>
+                <content>17.2%</content>
+                <instruction instr-id="3097" subinstr-id="0"/>
+                <instruction instr-id="3097" subinstr-id="2"/>
+                <instruction instr-id="3097" subinstr-id="4"/>
+                <instruction instr-id="3097" subinstr-id="6"/>
+                <instruction instr-id="3097" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="280" x2="306" y1="324" y2="333"/>
+                <content>21.0%</content>
+                <instruction instr-id="3143" subinstr-id="0"/>
+                <instruction instr-id="3143" subinstr-id="2"/>
+                <instruction instr-id="3143" subinstr-id="4"/>
+                <instruction instr-id="3143" subinstr-id="6"/>
+                <instruction instr-id="3143" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="331" x2="357" y1="324" y2="333"/>
+                <content>61.8%</content>
+                <instruction instr-id="3189" subinstr-id="0"/>
+                <instruction instr-id="3189" subinstr-id="2"/>
+                <instruction instr-id="3189" subinstr-id="4"/>
+                <instruction instr-id="3189" subinstr-id="6"/>
+                <instruction instr-id="3189" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13" end-row="14">
+                <bounding-box x1="62" x2="101" y1="309" y2="318"/>
+                <content>Drug use</content>
+                <instruction instr-id="3504" subinstr-id="0"/>
+                <instruction instr-id="3504" subinstr-id="2"/>
+                <instruction instr-id="3504" subinstr-id="4"/>
+                <instruction instr-id="3504" subinstr-id="6"/>
+                <instruction instr-id="3504" subinstr-id="10"/>
+                <instruction instr-id="3504" subinstr-id="12"/>
+                <instruction instr-id="3504" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="154" x2="179" y1="309" y2="318"/>
+                <content>Count</content>
+                <instruction instr-id="3283" subinstr-id="0"/>
+                <instruction instr-id="3283" subinstr-id="2"/>
+                <instruction instr-id="3283" subinstr-id="4"/>
+                <instruction instr-id="3283" subinstr-id="6"/>
+                <instruction instr-id="3283" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="250" x2="255" y1="309" y2="318"/>
+                <content>4</content>
+                <instruction instr-id="3312" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="301" x2="306" y1="309" y2="318"/>
+                <content>7</content>
+                <instruction instr-id="3358" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="341" x2="357" y1="309" y2="318"/>
+                <content>448</content>
+                <instruction instr-id="3404" subinstr-id="0"/>
+                <instruction instr-id="3404" subinstr-id="2"/>
+                <instruction instr-id="3404" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="154" x2="202" y1="294" y2="304"/>
+                <content>Percentage</content>
+                <instruction instr-id="3533" subinstr-id="0"/>
+                <instruction instr-id="3533" subinstr-id="2"/>
+                <instruction instr-id="3533" subinstr-id="4"/>
+                <instruction instr-id="3533" subinstr-id="6"/>
+                <instruction instr-id="3533" subinstr-id="8"/>
+                <instruction instr-id="3533" subinstr-id="10"/>
+                <instruction instr-id="3533" subinstr-id="12"/>
+                <instruction instr-id="3533" subinstr-id="14"/>
+                <instruction instr-id="3533" subinstr-id="16"/>
+                <instruction instr-id="3533" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="240" x2="255" y1="295" y2="304"/>
+                <content>.9%</content>
+                <instruction instr-id="3579" subinstr-id="0"/>
+                <instruction instr-id="3579" subinstr-id="2"/>
+                <instruction instr-id="3579" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="285" x2="306" y1="295" y2="304"/>
+                <content>1.5%</content>
+                <instruction instr-id="3625" subinstr-id="0"/>
+                <instruction instr-id="3625" subinstr-id="2"/>
+                <instruction instr-id="3625" subinstr-id="4"/>
+                <instruction instr-id="3625" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="331" x2="357" y1="295" y2="304"/>
+                <content>97.6%</content>
+                <instruction instr-id="3671" subinstr-id="0"/>
+                <instruction instr-id="3671" subinstr-id="2"/>
+                <instruction instr-id="3671" subinstr-id="4"/>
+                <instruction instr-id="3671" subinstr-id="6"/>
+                <instruction instr-id="3671" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15" end-row="16">
+                <bounding-box x1="62" x2="126" y1="280" y2="289"/>
+                <content>Eating disorder</content>
+                <instruction instr-id="3986" subinstr-id="0"/>
+                <instruction instr-id="3986" subinstr-id="2"/>
+                <instruction instr-id="3986" subinstr-id="4"/>
+                <instruction instr-id="3986" subinstr-id="6"/>
+                <instruction instr-id="3986" subinstr-id="8"/>
+                <instruction instr-id="3986" subinstr-id="10"/>
+                <instruction instr-id="3986" subinstr-id="14"/>
+                <instruction instr-id="3986" subinstr-id="16"/>
+                <instruction instr-id="3986" subinstr-id="18"/>
+                <instruction instr-id="3986" subinstr-id="20"/>
+                <instruction instr-id="3986" subinstr-id="22"/>
+                <instruction instr-id="3986" subinstr-id="24"/>
+                <instruction instr-id="3986" subinstr-id="26"/>
+                <instruction instr-id="3986" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="154" x2="179" y1="280" y2="289"/>
+                <content>Count</content>
+                <instruction instr-id="3765" subinstr-id="0"/>
+                <instruction instr-id="3765" subinstr-id="2"/>
+                <instruction instr-id="3765" subinstr-id="4"/>
+                <instruction instr-id="3765" subinstr-id="6"/>
+                <instruction instr-id="3765" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="245" x2="255" y1="280" y2="289"/>
+                <content>16</content>
+                <instruction instr-id="3794" subinstr-id="0"/>
+                <instruction instr-id="3794" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="296" x2="306" y1="280" y2="289"/>
+                <content>39</content>
+                <instruction instr-id="3840" subinstr-id="0"/>
+                <instruction instr-id="3840" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="341" x2="357" y1="280" y2="289"/>
+                <content>409</content>
+                <instruction instr-id="3886" subinstr-id="0"/>
+                <instruction instr-id="3886" subinstr-id="2"/>
+                <instruction instr-id="3886" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="154" x2="202" y1="265" y2="274"/>
+                <content>Percentage</content>
+                <instruction instr-id="4015" subinstr-id="0"/>
+                <instruction instr-id="4015" subinstr-id="2"/>
+                <instruction instr-id="4015" subinstr-id="4"/>
+                <instruction instr-id="4015" subinstr-id="6"/>
+                <instruction instr-id="4015" subinstr-id="8"/>
+                <instruction instr-id="4015" subinstr-id="10"/>
+                <instruction instr-id="4015" subinstr-id="12"/>
+                <instruction instr-id="4015" subinstr-id="14"/>
+                <instruction instr-id="4015" subinstr-id="16"/>
+                <instruction instr-id="4015" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="235" x2="255" y1="265" y2="274"/>
+                <content>3.4%</content>
+                <instruction instr-id="4061" subinstr-id="0"/>
+                <instruction instr-id="4061" subinstr-id="2"/>
+                <instruction instr-id="4061" subinstr-id="4"/>
+                <instruction instr-id="4061" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="285" x2="306" y1="265" y2="274"/>
+                <content>8.4%</content>
+                <instruction instr-id="4107" subinstr-id="0"/>
+                <instruction instr-id="4107" subinstr-id="2"/>
+                <instruction instr-id="4107" subinstr-id="4"/>
+                <instruction instr-id="4107" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="331" x2="357" y1="265" y2="274"/>
+                <content>88.1%</content>
+                <instruction instr-id="4153" subinstr-id="0"/>
+                <instruction instr-id="4153" subinstr-id="2"/>
+                <instruction instr-id="4153" subinstr-id="4"/>
+                <instruction instr-id="4153" subinstr-id="6"/>
+                <instruction instr-id="4153" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17" end-row="18">
+                <bounding-box x1="62" x2="85" y1="250" y2="260"/>
+                <content>Injury</content>
+                <instruction instr-id="4468" subinstr-id="0"/>
+                <instruction instr-id="4468" subinstr-id="2"/>
+                <instruction instr-id="4468" subinstr-id="4"/>
+                <instruction instr-id="4468" subinstr-id="6"/>
+                <instruction instr-id="4468" subinstr-id="8"/>
+                <instruction instr-id="4468" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="154" x2="179" y1="250" y2="260"/>
+                <content>Count</content>
+                <instruction instr-id="4247" subinstr-id="0"/>
+                <instruction instr-id="4247" subinstr-id="2"/>
+                <instruction instr-id="4247" subinstr-id="4"/>
+                <instruction instr-id="4247" subinstr-id="6"/>
+                <instruction instr-id="4247" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="250" x2="255" y1="251" y2="260"/>
+                <content>7</content>
+                <instruction instr-id="4276" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="296" x2="306" y1="251" y2="260"/>
+                <content>23</content>
+                <instruction instr-id="4322" subinstr-id="0"/>
+                <instruction instr-id="4322" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="341" x2="357" y1="251" y2="260"/>
+                <content>432</content>
+                <instruction instr-id="4368" subinstr-id="0"/>
+                <instruction instr-id="4368" subinstr-id="2"/>
+                <instruction instr-id="4368" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="154" x2="202" y1="235" y2="245"/>
+                <content>Percentage</content>
+                <instruction instr-id="4497" subinstr-id="0"/>
+                <instruction instr-id="4497" subinstr-id="2"/>
+                <instruction instr-id="4497" subinstr-id="4"/>
+                <instruction instr-id="4497" subinstr-id="6"/>
+                <instruction instr-id="4497" subinstr-id="8"/>
+                <instruction instr-id="4497" subinstr-id="10"/>
+                <instruction instr-id="4497" subinstr-id="12"/>
+                <instruction instr-id="4497" subinstr-id="14"/>
+                <instruction instr-id="4497" subinstr-id="16"/>
+                <instruction instr-id="4497" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="235" x2="255" y1="236" y2="245"/>
+                <content>1.5%</content>
+                <instruction instr-id="4543" subinstr-id="0"/>
+                <instruction instr-id="4543" subinstr-id="2"/>
+                <instruction instr-id="4543" subinstr-id="4"/>
+                <instruction instr-id="4543" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="285" x2="306" y1="236" y2="245"/>
+                <content>5.0%</content>
+                <instruction instr-id="4589" subinstr-id="0"/>
+                <instruction instr-id="4589" subinstr-id="2"/>
+                <instruction instr-id="4589" subinstr-id="4"/>
+                <instruction instr-id="4589" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="331" x2="357" y1="236" y2="245"/>
+                <content>93.5%</content>
+                <instruction instr-id="4635" subinstr-id="0"/>
+                <instruction instr-id="4635" subinstr-id="2"/>
+                <instruction instr-id="4635" subinstr-id="4"/>
+                <instruction instr-id="4635" subinstr-id="6"/>
+                <instruction instr-id="4635" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19" end-row="20">
+                <bounding-box x1="62" x2="113" y1="221" y2="230"/>
+                <content>Harassment</content>
+                <instruction instr-id="4950" subinstr-id="0"/>
+                <instruction instr-id="4950" subinstr-id="2"/>
+                <instruction instr-id="4950" subinstr-id="4"/>
+                <instruction instr-id="4950" subinstr-id="6"/>
+                <instruction instr-id="4950" subinstr-id="8"/>
+                <instruction instr-id="4950" subinstr-id="10"/>
+                <instruction instr-id="4950" subinstr-id="12"/>
+                <instruction instr-id="4950" subinstr-id="14"/>
+                <instruction instr-id="4950" subinstr-id="16"/>
+                <instruction instr-id="4950" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="154" x2="179" y1="221" y2="230"/>
+                <content>Count</content>
+                <instruction instr-id="4729" subinstr-id="0"/>
+                <instruction instr-id="4729" subinstr-id="2"/>
+                <instruction instr-id="4729" subinstr-id="4"/>
+                <instruction instr-id="4729" subinstr-id="6"/>
+                <instruction instr-id="4729" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="250" x2="255" y1="221" y2="230"/>
+                <content>8</content>
+                <instruction instr-id="4758" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="301" x2="306" y1="221" y2="230"/>
+                <content>7</content>
+                <instruction instr-id="4804" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="341" x2="357" y1="221" y2="230"/>
+                <content>446</content>
+                <instruction instr-id="4850" subinstr-id="0"/>
+                <instruction instr-id="4850" subinstr-id="2"/>
+                <instruction instr-id="4850" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="154" x2="202" y1="206" y2="216"/>
+                <content>Percentage</content>
+                <instruction instr-id="4979" subinstr-id="0"/>
+                <instruction instr-id="4979" subinstr-id="2"/>
+                <instruction instr-id="4979" subinstr-id="4"/>
+                <instruction instr-id="4979" subinstr-id="6"/>
+                <instruction instr-id="4979" subinstr-id="8"/>
+                <instruction instr-id="4979" subinstr-id="10"/>
+                <instruction instr-id="4979" subinstr-id="12"/>
+                <instruction instr-id="4979" subinstr-id="14"/>
+                <instruction instr-id="4979" subinstr-id="16"/>
+                <instruction instr-id="4979" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="235" x2="255" y1="207" y2="216"/>
+                <content>1.7%</content>
+                <instruction instr-id="5025" subinstr-id="0"/>
+                <instruction instr-id="5025" subinstr-id="2"/>
+                <instruction instr-id="5025" subinstr-id="4"/>
+                <instruction instr-id="5025" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="285" x2="306" y1="207" y2="216"/>
+                <content>1.5%</content>
+                <instruction instr-id="5071" subinstr-id="0"/>
+                <instruction instr-id="5071" subinstr-id="2"/>
+                <instruction instr-id="5071" subinstr-id="4"/>
+                <instruction instr-id="5071" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="331" x2="357" y1="207" y2="216"/>
+                <content>96.7%</content>
+                <instruction instr-id="5117" subinstr-id="0"/>
+                <instruction instr-id="5117" subinstr-id="2"/>
+                <instruction instr-id="5117" subinstr-id="4"/>
+                <instruction instr-id="5117" subinstr-id="6"/>
+                <instruction instr-id="5117" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21" end-row="22">
+                <bounding-box x1="62" x2="115" y1="181" y2="201"/>
+                <content>Relationship
+difficulties</content>
+                <instruction instr-id="5432" subinstr-id="0"/>
+                <instruction instr-id="5432" subinstr-id="2"/>
+                <instruction instr-id="5432" subinstr-id="4"/>
+                <instruction instr-id="5432" subinstr-id="6"/>
+                <instruction instr-id="5432" subinstr-id="8"/>
+                <instruction instr-id="5432" subinstr-id="10"/>
+                <instruction instr-id="5432" subinstr-id="12"/>
+                <instruction instr-id="5432" subinstr-id="14"/>
+                <instruction instr-id="5432" subinstr-id="16"/>
+                <instruction instr-id="5432" subinstr-id="18"/>
+                <instruction instr-id="5432" subinstr-id="20"/>
+                <instruction instr-id="5432" subinstr-id="22"/>
+                <instruction instr-id="5444" subinstr-id="0"/>
+                <instruction instr-id="5444" subinstr-id="2"/>
+                <instruction instr-id="5444" subinstr-id="4"/>
+                <instruction instr-id="5444" subinstr-id="6"/>
+                <instruction instr-id="5444" subinstr-id="8"/>
+                <instruction instr-id="5444" subinstr-id="10"/>
+                <instruction instr-id="5444" subinstr-id="12"/>
+                <instruction instr-id="5444" subinstr-id="14"/>
+                <instruction instr-id="5444" subinstr-id="16"/>
+                <instruction instr-id="5444" subinstr-id="18"/>
+                <instruction instr-id="5444" subinstr-id="20"/>
+                <instruction instr-id="5444" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="154" x2="179" y1="192" y2="201"/>
+                <content>Count</content>
+                <instruction instr-id="5211" subinstr-id="0"/>
+                <instruction instr-id="5211" subinstr-id="2"/>
+                <instruction instr-id="5211" subinstr-id="4"/>
+                <instruction instr-id="5211" subinstr-id="6"/>
+                <instruction instr-id="5211" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="240" x2="255" y1="192" y2="201"/>
+                <content>108</content>
+                <instruction instr-id="5240" subinstr-id="0"/>
+                <instruction instr-id="5240" subinstr-id="2"/>
+                <instruction instr-id="5240" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="291" x2="306" y1="192" y2="201"/>
+                <content>101</content>
+                <instruction instr-id="5286" subinstr-id="0"/>
+                <instruction instr-id="5286" subinstr-id="2"/>
+                <instruction instr-id="5286" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="341" x2="357" y1="192" y2="201"/>
+                <content>257</content>
+                <instruction instr-id="5332" subinstr-id="0"/>
+                <instruction instr-id="5332" subinstr-id="2"/>
+                <instruction instr-id="5332" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="154" x2="202" y1="177" y2="186"/>
+                <content>Percentage</content>
+                <instruction instr-id="5473" subinstr-id="0"/>
+                <instruction instr-id="5473" subinstr-id="2"/>
+                <instruction instr-id="5473" subinstr-id="4"/>
+                <instruction instr-id="5473" subinstr-id="6"/>
+                <instruction instr-id="5473" subinstr-id="8"/>
+                <instruction instr-id="5473" subinstr-id="10"/>
+                <instruction instr-id="5473" subinstr-id="12"/>
+                <instruction instr-id="5473" subinstr-id="14"/>
+                <instruction instr-id="5473" subinstr-id="16"/>
+                <instruction instr-id="5473" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="230" x2="255" y1="177" y2="186"/>
+                <content>23.2%</content>
+                <instruction instr-id="5519" subinstr-id="0"/>
+                <instruction instr-id="5519" subinstr-id="2"/>
+                <instruction instr-id="5519" subinstr-id="4"/>
+                <instruction instr-id="5519" subinstr-id="6"/>
+                <instruction instr-id="5519" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="280" x2="306" y1="177" y2="186"/>
+                <content>21.7%</content>
+                <instruction instr-id="5565" subinstr-id="0"/>
+                <instruction instr-id="5565" subinstr-id="2"/>
+                <instruction instr-id="5565" subinstr-id="4"/>
+                <instruction instr-id="5565" subinstr-id="6"/>
+                <instruction instr-id="5565" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="331" x2="357" y1="177" y2="186"/>
+                <content>55.2%</content>
+                <instruction instr-id="5611" subinstr-id="0"/>
+                <instruction instr-id="5611" subinstr-id="2"/>
+                <instruction instr-id="5611" subinstr-id="4"/>
+                <instruction instr-id="5611" subinstr-id="6"/>
+                <instruction instr-id="5611" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23" end-row="24">
+                <bounding-box x1="62" x2="148" y1="151" y2="172"/>
+                <content>Sexually transmitted
+diseases</content>
+                <instruction instr-id="5926" subinstr-id="0"/>
+                <instruction instr-id="5926" subinstr-id="2"/>
+                <instruction instr-id="5926" subinstr-id="4"/>
+                <instruction instr-id="5926" subinstr-id="6"/>
+                <instruction instr-id="5926" subinstr-id="8"/>
+                <instruction instr-id="5926" subinstr-id="10"/>
+                <instruction instr-id="5926" subinstr-id="12"/>
+                <instruction instr-id="5926" subinstr-id="14"/>
+                <instruction instr-id="5926" subinstr-id="18"/>
+                <instruction instr-id="5926" subinstr-id="20"/>
+                <instruction instr-id="5926" subinstr-id="22"/>
+                <instruction instr-id="5926" subinstr-id="24"/>
+                <instruction instr-id="5926" subinstr-id="26"/>
+                <instruction instr-id="5926" subinstr-id="28"/>
+                <instruction instr-id="5926" subinstr-id="30"/>
+                <instruction instr-id="5926" subinstr-id="32"/>
+                <instruction instr-id="5926" subinstr-id="34"/>
+                <instruction instr-id="5926" subinstr-id="36"/>
+                <instruction instr-id="5926" subinstr-id="38"/>
+                <instruction instr-id="5938" subinstr-id="0"/>
+                <instruction instr-id="5938" subinstr-id="2"/>
+                <instruction instr-id="5938" subinstr-id="4"/>
+                <instruction instr-id="5938" subinstr-id="6"/>
+                <instruction instr-id="5938" subinstr-id="8"/>
+                <instruction instr-id="5938" subinstr-id="10"/>
+                <instruction instr-id="5938" subinstr-id="12"/>
+                <instruction instr-id="5938" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="154" x2="179" y1="162" y2="172"/>
+                <content>Count</content>
+                <instruction instr-id="5705" subinstr-id="0"/>
+                <instruction instr-id="5705" subinstr-id="2"/>
+                <instruction instr-id="5705" subinstr-id="4"/>
+                <instruction instr-id="5705" subinstr-id="6"/>
+                <instruction instr-id="5705" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="250" x2="255" y1="163" y2="172"/>
+                <content>4</content>
+                <instruction instr-id="5734" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="301" x2="306" y1="163" y2="172"/>
+                <content>6</content>
+                <instruction instr-id="5780" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="341" x2="357" y1="163" y2="172"/>
+                <content>449</content>
+                <instruction instr-id="5826" subinstr-id="0"/>
+                <instruction instr-id="5826" subinstr-id="2"/>
+                <instruction instr-id="5826" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="154" x2="202" y1="148" y2="157"/>
+                <content>Percentage</content>
+                <instruction instr-id="5967" subinstr-id="0"/>
+                <instruction instr-id="5967" subinstr-id="2"/>
+                <instruction instr-id="5967" subinstr-id="4"/>
+                <instruction instr-id="5967" subinstr-id="6"/>
+                <instruction instr-id="5967" subinstr-id="8"/>
+                <instruction instr-id="5967" subinstr-id="10"/>
+                <instruction instr-id="5967" subinstr-id="12"/>
+                <instruction instr-id="5967" subinstr-id="14"/>
+                <instruction instr-id="5967" subinstr-id="16"/>
+                <instruction instr-id="5967" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="240" x2="255" y1="148" y2="157"/>
+                <content>.9%</content>
+                <instruction instr-id="6013" subinstr-id="0"/>
+                <instruction instr-id="6013" subinstr-id="2"/>
+                <instruction instr-id="6013" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="285" x2="306" y1="148" y2="157"/>
+                <content>1.3%</content>
+                <instruction instr-id="6059" subinstr-id="0"/>
+                <instruction instr-id="6059" subinstr-id="2"/>
+                <instruction instr-id="6059" subinstr-id="4"/>
+                <instruction instr-id="6059" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="331" x2="357" y1="148" y2="157"/>
+                <content>97.8%</content>
+                <instruction instr-id="6105" subinstr-id="0"/>
+                <instruction instr-id="6105" subinstr-id="2"/>
+                <instruction instr-id="6105" subinstr-id="4"/>
+                <instruction instr-id="6105" subinstr-id="6"/>
+                <instruction instr-id="6105" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25" end-row="26">
+                <bounding-box x1="62" x2="131" y1="133" y2="142"/>
+                <content>Sleep difficulties</content>
+                <instruction instr-id="6420" subinstr-id="0"/>
+                <instruction instr-id="6420" subinstr-id="2"/>
+                <instruction instr-id="6420" subinstr-id="4"/>
+                <instruction instr-id="6420" subinstr-id="6"/>
+                <instruction instr-id="6420" subinstr-id="8"/>
+                <instruction instr-id="6420" subinstr-id="12"/>
+                <instruction instr-id="6420" subinstr-id="14"/>
+                <instruction instr-id="6420" subinstr-id="16"/>
+                <instruction instr-id="6420" subinstr-id="18"/>
+                <instruction instr-id="6420" subinstr-id="20"/>
+                <instruction instr-id="6420" subinstr-id="22"/>
+                <instruction instr-id="6420" subinstr-id="24"/>
+                <instruction instr-id="6420" subinstr-id="26"/>
+                <instruction instr-id="6420" subinstr-id="28"/>
+                <instruction instr-id="6420" subinstr-id="30"/>
+                <instruction instr-id="6420" subinstr-id="32"/>
+                <instruction instr-id="6420" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="154" x2="179" y1="133" y2="142"/>
+                <content>Count</content>
+                <instruction instr-id="6199" subinstr-id="0"/>
+                <instruction instr-id="6199" subinstr-id="2"/>
+                <instruction instr-id="6199" subinstr-id="4"/>
+                <instruction instr-id="6199" subinstr-id="6"/>
+                <instruction instr-id="6199" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="245" x2="255" y1="133" y2="142"/>
+                <content>75</content>
+                <instruction instr-id="6228" subinstr-id="0"/>
+                <instruction instr-id="6228" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="296" x2="306" y1="133" y2="142"/>
+                <content>82</content>
+                <instruction instr-id="6274" subinstr-id="0"/>
+                <instruction instr-id="6274" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="341" x2="357" y1="133" y2="142"/>
+                <content>311</content>
+                <instruction instr-id="6320" subinstr-id="0"/>
+                <instruction instr-id="6320" subinstr-id="2"/>
+                <instruction instr-id="6320" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="154" x2="202" y1="118" y2="128"/>
+                <content>Percentage</content>
+                <instruction instr-id="6449" subinstr-id="0"/>
+                <instruction instr-id="6449" subinstr-id="2"/>
+                <instruction instr-id="6449" subinstr-id="4"/>
+                <instruction instr-id="6449" subinstr-id="6"/>
+                <instruction instr-id="6449" subinstr-id="8"/>
+                <instruction instr-id="6449" subinstr-id="10"/>
+                <instruction instr-id="6449" subinstr-id="12"/>
+                <instruction instr-id="6449" subinstr-id="14"/>
+                <instruction instr-id="6449" subinstr-id="16"/>
+                <instruction instr-id="6449" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="230" x2="255" y1="119" y2="128"/>
+                <content>16.0%</content>
+                <instruction instr-id="6495" subinstr-id="0"/>
+                <instruction instr-id="6495" subinstr-id="2"/>
+                <instruction instr-id="6495" subinstr-id="4"/>
+                <instruction instr-id="6495" subinstr-id="6"/>
+                <instruction instr-id="6495" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="280" x2="306" y1="119" y2="128"/>
+                <content>17.5%</content>
+                <instruction instr-id="6541" subinstr-id="0"/>
+                <instruction instr-id="6541" subinstr-id="2"/>
+                <instruction instr-id="6541" subinstr-id="4"/>
+                <instruction instr-id="6541" subinstr-id="6"/>
+                <instruction instr-id="6541" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="331" x2="357" y1="119" y2="128"/>
+                <content>66.5%</content>
+                <instruction instr-id="6587" subinstr-id="0"/>
+                <instruction instr-id="6587" subinstr-id="2"/>
+                <instruction instr-id="6587" subinstr-id="4"/>
+                <instruction instr-id="6587" subinstr-id="6"/>
+                <instruction instr-id="6587" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27" end-row="28">
+                <bounding-box x1="62" x2="89" y1="104" y2="113"/>
+                <content>Stress</content>
+                <instruction instr-id="6902" subinstr-id="0"/>
+                <instruction instr-id="6902" subinstr-id="2"/>
+                <instruction instr-id="6902" subinstr-id="4"/>
+                <instruction instr-id="6902" subinstr-id="6"/>
+                <instruction instr-id="6902" subinstr-id="8"/>
+                <instruction instr-id="6902" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="154" x2="179" y1="104" y2="113"/>
+                <content>Count</content>
+                <instruction instr-id="6681" subinstr-id="0"/>
+                <instruction instr-id="6681" subinstr-id="2"/>
+                <instruction instr-id="6681" subinstr-id="4"/>
+                <instruction instr-id="6681" subinstr-id="6"/>
+                <instruction instr-id="6681" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="240" x2="255" y1="104" y2="113"/>
+                <content>237</content>
+                <instruction instr-id="6710" subinstr-id="0"/>
+                <instruction instr-id="6710" subinstr-id="2"/>
+                <instruction instr-id="6710" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="291" x2="306" y1="104" y2="113"/>
+                <content>110</content>
+                <instruction instr-id="6756" subinstr-id="0"/>
+                <instruction instr-id="6756" subinstr-id="2"/>
+                <instruction instr-id="6756" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="341" x2="357" y1="104" y2="113"/>
+                <content>122</content>
+                <instruction instr-id="6802" subinstr-id="0"/>
+                <instruction instr-id="6802" subinstr-id="2"/>
+                <instruction instr-id="6802" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="154" x2="202" y1="89" y2="98"/>
+                <content>Percentage</content>
+                <instruction instr-id="6931" subinstr-id="0"/>
+                <instruction instr-id="6931" subinstr-id="2"/>
+                <instruction instr-id="6931" subinstr-id="4"/>
+                <instruction instr-id="6931" subinstr-id="6"/>
+                <instruction instr-id="6931" subinstr-id="8"/>
+                <instruction instr-id="6931" subinstr-id="10"/>
+                <instruction instr-id="6931" subinstr-id="12"/>
+                <instruction instr-id="6931" subinstr-id="14"/>
+                <instruction instr-id="6931" subinstr-id="16"/>
+                <instruction instr-id="6931" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="230" x2="255" y1="89" y2="98"/>
+                <content>50.5%</content>
+                <instruction instr-id="6977" subinstr-id="0"/>
+                <instruction instr-id="6977" subinstr-id="2"/>
+                <instruction instr-id="6977" subinstr-id="4"/>
+                <instruction instr-id="6977" subinstr-id="6"/>
+                <instruction instr-id="6977" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="280" x2="306" y1="89" y2="98"/>
+                <content>23.5%</content>
+                <instruction instr-id="7023" subinstr-id="0"/>
+                <instruction instr-id="7023" subinstr-id="2"/>
+                <instruction instr-id="7023" subinstr-id="4"/>
+                <instruction instr-id="7023" subinstr-id="6"/>
+                <instruction instr-id="7023" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="331" x2="357" y1="89" y2="98"/>
+                <content>26.0%</content>
+                <instruction instr-id="7069" subinstr-id="0"/>
+                <instruction instr-id="7069" subinstr-id="2"/>
+                <instruction instr-id="7069" subinstr-id="4"/>
+                <instruction instr-id="7069" subinstr-id="6"/>
+                <instruction instr-id="7069" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f313bda235e03856c96e8661194df99235b14bc8
GIT binary patch
literal 192959
zcmdqIby!qg+c+vBT_PYQU6Mn0NOyNA4$Ke|LwBf@bV-+lbO=b7f^;e%Al)h5dG;Xh
z`}kg8oVd<kKj(U$J$tRYbM0Z@bZSyEtQ>6I=yVH<gTv@Nl<br+lUJ06AbDE|)C~%u
z1W7?%EKQ*rvJ#Y>JUo<7udlBwD=Y8ayGKb$nU|MGL_{=pecjU1^6c3&3kwUQ+kY=#
zzV!9=&B(}5RaKpxoxQrc+Su55^5jWZR~HEh2@(<#Gc$8tT^$St1A#!z&CLu944Rsn
z>FMdw(b3x4+RDnxV`F3Z`1ogMXF)+hVq#*Up`p~&)Z5$J^78Vsva+J0qGe@eH8nL$
zOG|ckc1%o6xw*NPmX_t^<t8R3RaI4vj*dP)J_!j4Nl8hruC9oPh$tv1xVX40D=R%c
zJ&KBo4Gj&CA3w&y!O_#xOHEDP+uJiUGyC%8%eQae78Vxr^Yi)n`AbSl?CtFj4i1c-
z!arMETdb_C>gwv@;o(LO@Xy7?MQ3McM@I)QFE0iLMr33pGBUERuCAe>p^*vvBPl5<
zEiL`}^=kwK1W!*-BU||A;lqa>9v&Y)d`L@6GctpJ1_uXQTU)<>|DKbRV_;w~Jw46A
z!679jB_Sb!jg1`^78Vf^adL8UbaWIK7iYu>|72xlK_Cz}H@CpRKnDj0KR>^sq9T8P
z|GBxj;o;%Y(NQBO_-A5bA~rUbot<4!P|(=e*viU^i;K&~#^&9-cYJ(&Yinzd9zE*o
z>!YKiBPS<cU0scdi6JB;^!D~9ARxfQ!z(N-oSd9=c6Rpi@_PIBt+250{rmTWgM+!b
zxf2r;&CShwdwbj3+Oo5=A3S&<CnqN(Bg4kVwzIRt$;nAiPftop>f++k-QB&pxtWrZ
z0>sS!!T%VaqeE>W@Z3S?zDpu>VPSNT1{WtKJgYR&MMeJ&!T&del%<&&)B$R13U#D3
z<lyF|1lc>ooS+Vt<`z!R(Lq}7c2G)?w5=%&VrgssHx<6WsYrkwp)xRACrXf(r47`P
zRRU%WK?i9%n>gL#!>Mqf|C<aYTmp@M5r^abO<3T6Bdh_l0o(q6rOf*`WeovJxC($6
z8hn&+p8sJZ4vxQJC1KVu2TeP$DfG^o|EMN!12%`EgJdkN0i#iZWURqXP$?*2E?`j!
zYHRLfLCL|+&B2cj(zS#DH$1#t=pZ>L+`N=L>;mW@2}>tOHK>Cm%*GC83k6Kb4>yLR
zlLHiNgYK64J1yK7f3)dlFg>ba665<ry`}P>%hlrD&!pLZP3tAxL(jsueoH%*tK9W2
zJO5?YG9wF<Rp#3oBZI=RAIWY=S67!;9vRmyp6O;T$6zzpn6xy3q``~0zJY;s5l7C0
z?$jNxl|ENgg#SG`J~-w)eMj(IojHq<x&8*>+dC)vSJK=_F~NjUn5c5noMNY)aUs5!
z;_uN55P?O4?jdav5fPm7*>r7gg@6%+?r)(Xka}{nSZ%NE`8g_kn9%3)`bg!U#r>t8
zQp!|G{2DaGUp?4}?FC2oXJ)=Mf6{8Vp88fa-WYJXtIiVuS$J0ix&Pbt7jpOI8pjLi
z(gf?@n!~=2GDjmF)nT-A9hIgU=pV$^879dGMa#pFNGC6l-*b<b8OZtmh~qh>3T8E|
z@!J~zg#UfFuyR3H#np^oEC6C6t=TO+q3H6PQniEua*{qXP0*bmaJc@0rYM5bZ!pT-
zw_2-vX#ys$Ot+S}5CCIoGuC^VVp=xsk9icc$`qrHv98mgo3*q$7~9|eQNe6Sr^2}`
zS%T9(N1sJ9&SQW7riGfgDk>%fA~*YUo-R#rujlwT!v$XvBQ2h6vWwD|tKNXiNerR}
ziD5zICk0MW@oWu#`@5bOTLWbx`MFU_Pb{T58?d7ju<`Z}dzT1~d94oj39HoP={@~b
z!!xfGW0XuOlicPVe0`(UFW>4YuB_orm`36{ERD8;>ewo1E($8u2&RqZhSkrX&{l30
z$gQ~jny+2mKHxKcA@p4|Q|mQkLHY~x1k$W(r-ov5AYqhJ<Ci&<hfyJr4qbsT*@7rR
zIDK?qRZ*Y)3}2qT&0ymzWIu}6e5J8l-36LkdR#oUiC=NR_q)GgBtUW*l-s(RY;#pG
zx`{d~NO{k<70dk8h1jeb06qbVoUn&&BwTXelUHKgD|c8c?0+Y<Z<)%O=`Y6gS(=2E
z4=;Uw-`89-0qGU;Z)~u2`;uNNkn-EC_XKj#`2xRQ&ztRHM%@$D|EfHyFGg1487D_O
zT~gA7ZMH>oMl9LzE{gU3B(4Oxh;Qy}`ipV77v%J`p3%ZTKxIs6^n@S*Ny?GV-^6G@
zDB>qT*i@g>Lu@xfE=cf(zji&%h}NVQbGuHHm06xr15F5SVZKqLs4=H~K#Qk2C7Tq}
z9l^<h+{_fgsf4uThii!L;BnaIO?Z0r(QzW0FD;R7)5uce5B%bSUy#Vzhhdw72q??r
zUZS7u34KC@6HA9eqq0eOjs=naZXPwo1obZqiOB3}vqfzO<xu51q?41)2-~<B=nGdZ
z>KAPaNG{p=y3JNx9J;+4k0}Le<H;0xGn#+GRC_bR_TS(T9zW#qaCBAZ;MCyUFg+Wt
zj(!-0IjJ0>UHwY?$cSE|dj!*m5@g$z4$YHZnpPHQOBZzppSo_f@oer-i0p^0H*M8r
zM?gk8_w#IMs3?i)h%=*q$?N*ZSX%B%-uuP-=zffPL&5Pqnw6~gN)48ifQT|%x!OfO
zm!^zyg#wPm^0_w8IPK&5M#+PU)C;nyqLhq;=zsa9%?@~6d7L~%7W)?N7T7Z2tyJ{W
zbXRf;^^EqS|1%+s*FrH4l4G}A0?RvV<$nUBB(6^BLk5Q>T7^RD>FaA7TCrM73k52R
z#0@v-vP(Ip^^_@-Y9CfWI4!G6tRlhdN`BR~w5Bx@3M-T+7isu7DcI3uolNWG=R)*E
za)Edbo!{t&*)`6+DZ8UoHB0ev%7hiG8@F>j-6})~pBN&>pov^M)6&@W^TaAScS=P}
z32VsjsZGfqm)QRhanj(3>J#(#iAj_9tQ93Si0xw%I%w0ZVPYir2=crr0wA#E=$)8h
zXfe3_F;tPI1vzfxCllL+PB>|ZG3&1(kH<JlY7F;4)sSnu?3e|x7+Jo;$&dhL61J04
zD7vrJlrdE(YaBj~Z&!rQN6)n<QA)C{#^Rr1t&L1WIKUZ@o0+zwy#yttT9@kG4c?rP
zQYvd^RjckPVL8#6j~ddX3yCLwO*Z3Clkrqf_~>`TTH2Vjon%BgH(W@0Lsq^GUxlM}
z4nz&R6k4DO=GNA?aLgO?#fdS~Xggu;Ir%QOF%U*E)d#x4HwKbt2I-^k?lMn1TR*D9
z`K52etlvNuHm*A!%OP*Wo>3ClwjjKL%v~cth<S5C`tYB{?~<G%MU88glE3YI5i^4z
z^_&V+UVaU$oLIK}n3z+u&(^4tp5a1X0;m#P-Kfcz*~kDvN~dV0*LIZb01iU;mn*Dy
zY%yq6rf)AuAN14Wshnb*@S&c|$qe;~y}Cuj>wbWSav$-84~Xum+1D1-Np?c?wJqX9
zvYd9lrf<z+aKBuI<3FbbAb6hvONd#afUF(J{qPl!!|1Sk+pt3mYCwrSgj@NQ;TxiB
zG{6dnI3U*CwM+;bd<VB3W5OBqD)EGH8wObtrKUJ4Xl(KINOU|I1Pq=DU~!(iMv+~S
ztXu_LkP=(<e7;QXxnQO!KCk1IB}SN<RdGBptyu97boZUVmI)MYUQ4(omC7$U(^vqW
zF|KWi-s|q)>R09Ny8zUbv7m=z$$giGYk~+Di?SYWUF#twU?p3Y;#Rmwdbn^Dw{G|@
z1#B$(iNaU#xMShE<*dPVEB~Y0A2R@SYg@i&M?xOJso()d4#&AO9^4G#6z~<aWO<o;
zCwv-C(STXU@7;L<pi9af3#_btm*u<<rxFaeCd#eTx#6IvA0pu^fU{^`Uyw513M{pY
zpX$DJRf4cxCT5tf?(R!>y9{Y;NXu_*xv1wizBDA|RagVqMg_g7Ja9NJUa-E-!Xl+}
z0<7O@$}s-G-M8q?#b)OmXyRXA!!s(;_OEpiPsSo8Kq-_vFdlf6CBc=VktT$zfOV_X
zAN>JO0xRU+w^E5D!{zmQ4G&tWKl-1;SCjz50!l^Sg~+W^fAs&51i;Efirz*O`JWK^
z6HR~g_lA3i{{I(;$rZah(W;Wq{>*uQ8+M|M>5B>YE<B9LfCg0)&x~2vyTi0tFJD44
zi}Im`7PT$&ZATLFqQ+HryKOTjEeZrBhL3b>TfmjUx#%Mw2n!#VUL>kQ3)j+!2UH#Z
zL~0G5mpqbT;bSvj{p}mwI3|NE`OXI?HF#SSFS=&D3Ow|$^&Nh*Xh@IUI~hYsrxYwQ
zh4WD_-?VX9`IK9bHGdtbEZ)I+HkBvKgi#~%UgRQipdbs$&bLimK5(zVnBz9kynbHp
z1w>Yt%<d-OlN~eP%D<j<X^(VxKU2TO<TeIQw?1y-ka+|gKhLJ|X}=AvhweJaoW>gU
zKgtqs?Tr-+!ZEKTJ&wJ^E4os!{CBDv_P_B|M!!v6vX}kz>wVmex$xKv><3dN?pM(R
z)Zhug|9+i;L3BoLkcTlBp8A2RNim+j)6pkKd#JQ+Z!VbKBV#fu(=9b)?<9I6DBg7@
zG4>Ts;GamR(wNH|lRYN0)lh;*%<p>=oD@S|u_i!_8FveKdTE!+i{HkD)6b{vm^PLg
zYVb6|N|C5kM0)ghGMsvOndm={_rD+&<<sUK&Pn{^WhB8N1&-UIBoz@XgqfUmo1T&o
z9PjyO811*Ig{`KiQw~Uk{i*T4)TqD*``6XzQ^r6_R09&pw>7p5qLESEW(6JA!F4mO
z?RtW{@2rxe=#Ar_T>Je1STFTTQiaaUh6$s!Ob3QP614Lb5(jWytIY>rNY2cX%w02)
zEMGyl_yZeTc)ncONFccTTD`v5Y)fm2BHIDzW7+xAW&3WLzu7LK(Z(=th`M@(vVZ;a
z-ifY5uyHiYDMJs<ZEl^uU+0k!%?+S$hgT|IZ*FOij4aO-{9$-?Yg^4agr-|+D8aK7
z3orfK(QZP&!a5DS{;k~>HK8xzx;H-*IDnii>qoU!uq3E$i3xSO%6uGBCC_QOA>T>U
z_2tV|oYOHjBCdGuS@|<-tg)%1h#PoMDWkpL?O!)Kf87!2BEKS7Aok^*02$nbsJ~;v
znlzJ?3ReXw#NmKh*?b?J6aa}Nb1L~h`p<9_th8QXMF;YI9LbgkdQS}^cO&CRa%Gi@
z`D>Tg@a18)?nJCsB95^$R8F90(P6<93V_NCs6iH)qVZ}d2j03UxY2-`-+}TRju+Su
zx~RBXEWsb?>%jxy-q_=wS7#C5`kv+I51j6xLlq1<=k-J_M*vv*jV)c%=ZRq}fn@&{
zz)~{8`V5mji_Y8v-GLXRyb_$OBGK{`%&I`GW<ih3tWj3jfVZy9AMSt*M^cfoTR*?k
zUIGn?!s!-+*i%oHKmy)uW-Mkn!fije%oqoo0S#l){`#00i*5%rWehvy?>=70u55Y_
zlxG>7RTR(3PwI2m=b1rqtL>7cXt7GD@E+!oT?5I{#QQ^R4fsW9T%F#(5fHNJyYMAJ
z3>wufEpD;yQp9Z#(3`)&`{Kj?V&U7a_NRv>M9A|1{q)e{(RC}(hLTeuZNTMR&;7Q!
z{Anf1f<Qyx6OY{m0KJBmX-VNN@YZ(W__tQ`aQb5`nMnG1fYIrPZh79@P87!g^dOPD
z+WxmEf?mdSD>?D3EYaUT8S{fEuI$Dobtm!7q)!MObgXCQ<*BxaII1>#AJR`5gJPyR
zpg$@P643M$nfAIVspv#?lars^kZhL`c4PZ;-ON0%&{*GQHe<4hSIV}isA)IqzNFu}
zQ|v)FR3~a-S1AO)B&q1zr;c$W_qWO_rF3?_B68Jn3G@4N5*&dOOFr(cl<gd%d|&Ah
zPim;p68hc>ByffN%t_)b*0B9xF;j(%X;pgh0~HYG(F{lVZUR!1qspleUrX%Zb7CB0
zAYx4=hO)z)C%7?P-p@yaghqD#2KI~?Pn5gJ@Bmvp<c`Pv8Y+%S{<TZM%HlN<I0*35
zqNH8-6N;Faa)#ymDfn~O9$7VzfvLVyPkS_XU;WdDq5cM%pF;M=9qfdC_&Zt6>rrrn
zPKy6*QkwbI0Ju8ouyury{2IG(*VW5MqcPxOGyHfS_A0ICqJgXJ%#v-$Sj;MJ2|?zG
zp+<Xf?}E+tqbXxmARx%eG6}V3W_=C1&+OT|Q<ZSrQsw0l%PfGFZBo}Kv4B?Fl5PQ8
z{=NPJ2(J0-___<LexfA=9DfST{&7Ogxoci2&+bo)y$c7|W{(}{96wm7glt<Z7(PZd
zoZYvIorOpKPQ>~Eu>*VMt(a5q-?=i_oFrU)*<yvqH@5Fsaj)%cIeb%}{BUNlU%y~+
zTKKZRe6b&~dJ8V*p=ft0Lv5V7-ZD&oNoXF^=Os{kjVTVR_czd<CdDG_hKm2#2n)vX
zOEimx%S&s-iD5#Ne&$oN5A74sjOg*Z*pzP-%5@5sZKktD&~2SP(4+&hZjJ2vC*J8(
zt|YFIm4Z~k9zBzLyQ@SOn|?D46Gtp2yKP-jnaKAJz%9VTB#96FyerD`YO8GCh+VEA
znhQuS`C5pXe&eJjw>hilZX0dn8*`51u^@j}rS${h%e1tX);8lwl=PH(%#*Pc|Dcx2
zl@GObuRWW~LUA7olcaM2z$yM25JHcocgDEAL^Q(t1dd2>`KNjo^W>H}JRAESraS=+
z648oaos7l$E1KzaG|(~Awa%K9jx=RiuqC#<z0*v7=19jOM)cjqY$;%I`t|vpZ%~1)
zG12b$bqb|0U}c_RV)i**JFe)$SOp@9!2SE%WqfEg`{<1BC38OdQ&07E7NJpRUxNT9
z;xoa|dyeoOG2$E1N-d}l{3y_N5`U~NN1<>WyXIBAjz0UEkQ3CBD|gP$h^(W}2u7ee
z@DoE5>#nZUBVgq?6@Sp$bvdWnTGEIXNA2JKMR?th-7gQzfg*{b5wO_fz7t1e9FMq*
zUM?}B6$y%tYmeC72u2Y;XKAR<!|k0~OyB4ez=}aF7%Ly3_>PV$D?y%@^tA$j8dQK9
zCZAx+D?v{%Y+A`Lfl@2_fPyW3U~g9!;#14oc}=nrhPDlpe8iTd@A%{VXIETmA5JBn
zuDci#+y|~o`#)=t7!Lg0&^xBI&;T0*<M^(!L~n>geWDhN>2KYa0Z|<n-}%&a`DHc&
z)A{8tB9OG7-Zjukub}wcO!|Soxe=$IA*gyE(9g#t#buKfa*FL<%(8v`6X|n-Tje~;
zn$o_zp9q77F*t{bF+9xEo)NkGdVd$XY&v*cS1bQ9WLv*|;!@hrO!L}bec1h{1vFwH
znJ)cs-jU%ljXT_luLCIYH}Wp}A46ssq;}g|+^r?L3pWH}I~#^21G!Gc6TdRUyFgRi
z$uBzK(D)<Y^c6L+Px^Z{AwM%Sz>gHubdGbQh=3fuW@Gu%>>??PNfa!)r@a>iNEm?H
z$*xL5I@^@M{)HU9w{FB$6@@2N>#Y9L)sf`RZq4bpSG+dyOuzC>V@!P+M9ZdL_LlKB
zVFO3dCe@0Ir`eW;78Kq19`86fo#NWRsPq{3*2Q1})l&Y`zLy~V_Vvt)ABF7!kz0ok
zWX>DnvkO>Czbo!^e75^Z%VvqE^ml_fRR-3i2B33gxpr!)eu<E$7d5oo_9e}zM>(lM
z^9X7=dVuBIu-uO%Kyba^NioX@1m74+ziP!MDtRxF$`6#dYj7@NP4icvM}4J>WgC-2
zHub%d_lGnJ(O(alUKjJ_nJzSk@t^^rB;}+eI=@rQyq2aVx;r(Z0;E1I_2toaV#mcd
z`Qw*t&Qm0xHKeUn(t(b5M32ibF%!e+#hd|tsfUM{V^I;z(Xk3t<XBYZLDyZs+A(D#
z=BL<(jQjVJD3YV>x<Bpe9!d>By8}e$5ly#%tOAk+<MIuR$B)8ofeW6_KrQHRVpA>o
z-G`IlD7=>xP!0%iNo$C?#8L!qk+uq)eZV*J=C-GzvL!7pmlw`2Kzmgl-v=xj92KV8
z35hR85ZasgRztm)BqxUh)B-@I=6P8A0rbu8X`>tRJ|$2}AK_k~hhL?|4%XSV8aw*|
z)m8P8eavsX-uwqT(wj@#CYX^}yYlFOndJQAR=G~!pfn9nos!K551!t8d6t9!r*aC@
zMQ_Dwof>lL5((4c!fDKKbbm8nJbce}&rOY96kbag+Ggc@-G*FyxTRK5>@(LzRm)J}
z1u6q_P~O7T+JhH7DD`NJ6A0oMJLX6nAAW(hw=+HC#$e=I1IO%<Ub0&P6~;BK4~OnC
z*6QOv7+~O-cM;tTm)bNwprXzfs9dMQz|Yjt?{>#lX+0%`kA6F@&I`s0AGC?U>j2;+
zQBz;(m7qddH+?&}<KxDb-hL%I@%sH0XP=%Q?qVa(%gjy@udX)qJ$?;Is94*$F$MQd
zqRvUVd}U*cj~~T=Q2LI$06LMWZ%U@?X@fl;R5R)1M3wsNU|P(Rry&yp_>be)n=}I)
zgMy2F;;xU!5T8@cNWvE2C_^CT5vC}!a@DW))h1H;X~FMAy;J7lwBQFiKh+|=_RGJ=
zH?~-wr^MYb+)S70UeE3{UtneI)@=dbSA@_{_ylVqkQw8Q?64cVJq{t{_~@PA>-g^M
z(-E;-hsci!_KFq-&PK>3(_1SglaX%0<6};AU6l3<U=FP=JJzm-9oM;Bl?&xBr=AvL
z60w#Cqy2$OJ<%1u$f9L1$*b<XQa0X6`Fsj)=Zr8EHmdmc=}=(!6Y%tmlF;{P|N6Q?
zz#=!I!S<83>bPa-MN0Zjd?W_JShv0xBo0MyR(FMC7#}$F&&B8~%otZQ_g)GRI{1cs
z#o_wxv1ae_;v+6wyn8J-mrWGPrQq4sJ^%}p$?_J!MSfJ(ViQ!9AAu(zx&uTEUvp_M
z$i)1PM9nT%nF0K;GY5cO#+^VwiOg=cDt`S{fT-qEev-eH5M1+0-@#Ks303fPe)}@V
zGcP@(o&_(XN}7|@A;Eo!S+&BE^HRjtCtWe%32;)yk{Bv)c|3UeMb%_U-evoJH<#FF
z^DUU*plMQtx3iJa+2=r=Pt7oN;J~UU#X@sm%bYR~T*Z2Tm=LD)h}}$e`+z7>9{w8y
zs;JTBoAHb`lU+m#kY>6{72^&F!&f@y-bK=H<VdeNW#B1Ag@t;jOi2#Zd2LYn!`iBM
z+?f1YrJiPX;w)|7L||%`2>0@5O<L==v&$>_#IL{Yefjcf5d=6SxSeNBzS|{tegO`L
zQggA^(BxW9F*}S}k!{!uI<zRCbe?apIFbbp;Cx7gtH#L?kYbGH3zQ4I-{`*3n0wb+
zQx|PhtoShC$t74i?20U19mNl&<}96n#{3uOG2c~_!lN$?l|Qwe@g##?l>jD^bDkB7
zD<Ragm7E8XwlO$JY)Li_a8f?OUS8=qcxe>x;l$p3@T2(la#rIgdv-iWdAm&R(NI4H
zhS_v%C#ie+lWkZS>b14J3w@hwVbA3k75g97gVoS25RPwnk^>G-OlhGxU06TxV-9g>
z_k~c$Af!ikbQm+xv4FR}1(`zM%gd~Of%D)C(2v7VfpeO59`+c-XO3!5%21`Eg^-VB
zsiVJ$Nj=`plg}I=f-By69n#sDv?G*6v4qrPl+tlM(A}jgOj*37#0ETy;C(%~j@Md2
zIWYzOiakjngGy->d;TEDA4E1~n8^EV=X+!PD|AyH)%ObaNqMgi=a>w6;b+ZPm%0{{
zDa25(01>^%^E-+3+puJxj5^Vb8_`NC5JTtq<j$!-{XFgDY!6ouCh=KMFwghlQsC@5
zMZQ!c9o(=9G2r19@G%6Of7R3uYpr171NR@5JdAzzCb2YTkL*(IiR1M}T3vNr%Z}k}
z#cBS|q=||MZGx-%Pjsv)V;*#E;R5HcdnKpel&T?*iv=n>KaHe~PbJLjrp*o_bze+M
zH=W)rIvB0xcn(kcQN&MixR;H+3WAiL1bYghD7)k7)NeWq;PQb-tA)hLG|#siiT11_
zEf@>xD7VYFhe)3~T;7lL!gBWMkA2`}JNt4nVwX=deffF&{gwvX0q2WSs{0%h?{mpw
z=i@Br%#W4z7Ot6j=Y2FL)I=d~+h+A0In8q#%69EpO!P1|>(9g)-d$|6CY=@iSW!>$
zk!y;ZFJo!&kKO7karYemX+4^TxrlJTywtdO$;jB!bnwc4hP<>7u^eTAp2eP3RBx-a
z2;zk-c9@Ub(k3Yav^o-G+^3iQm(Ak+Ubd+)=V;mw*0Rmi^3Upl$nU7{OA~i4Z&Oo^
zGwDouZj2Y1_DgOjyc#2gw52U$gy|8_#6<F`cEyRK%!g;zXYyvP<i|qv6&cD!2wyt=
zfRjpm-z?NPb4$FfJ9>2Z@d+PSp6x7IN_m=<z|7UsSc#$gOw5@Fc!syIBd>J#qReH#
zCQlERey{r!+h^`Zi0P{B+4n{(tWUm$!Ny3R_8WzA%XSK7srlvaE7&}_NYSTUpD)*n
z6aNCcWFfpSpZncqKK!P^L&IvIx_HIkZ@C_==oqA@LZ%5c6Q<=dvg-)dH1vh*bN?2j
z&`#zyspTA-`7)j{1~&WrhRvLS))^l>;FR|H`MV8mR-cKVPYlIFXuPP;t(kG>%XY?%
zs|drNQ1nr|Jlj^FJQ-t%C(i%PGeZ09!I_zEhhMOwW?ZOl?7))4huyIT(`3F=Wj#jA
z=Y&BFBlBCQY9GeE&*XDoj_eFp2exDhmajA8J-)6c$Iel<2d|zC(2<*O3t0`IdHhaQ
zP&%m7ii)*v*{%5|XnEjmg|t(uo4>>#tHU{Ee6z>dMvYvW{=nY1Nhr5vRY4${<ijfm
zK0*jkPZ!Hog9XfIKh1SLKYT(nOanJB+3=Wl8-5z(V{A9jgMs5?`VKhLgOl{>fuHJW
z5&1jA!t@6{mvc14kFR~G{9cS&<}8OdGE7n@wHz#t?FEbT)WOm<5`^RZE*jo9wm6Qi
z3y&;00NSt8Hk_Z;9s#kp2}(ld!B8q%a_e=e#%m6FbL^yaFr}J2@4CJlyi3&|%*3p^
zxU0Kz75BjRv&Yf3R;;49ilA3XBXV?1?^VgiYl=}>&RPDe0LNpMZDc23Z`xRD9F={~
zpQ=C4qk89P4OgzF$J!?p8#Zf|&4oW4408=*auD0EnB}gX>7pYwq*_JHl$MBQoaBq_
zXtmPQ&>TN0`*y&5b}u|HpkRHy;9Ne1L`*voq*@eQbk5mNh<?^sT=mMfuyk*Fn&F1#
zl{0Wcx{4zlA80Ahir^DHSqQi(?wif3VS-&BAPw$}l+1CJ#c0P_kI$9Qyb?9k2{*sg
z9oevWC$zJ(;GQVjc$n)}=>ScvvYI|cwOhS<E^GjEE+M5r*luhImE9~UbzY?Tl6K;{
zXVElTW!qT&pO?#%o*V4S^P95_cB`@aJ>Zpr)=a()<kxB+N-f(W8)rT3*MeKe^JGyc
zh8B7Zjkjy6T}D1O+k4p0Dxy=#t?Y6&8Qypl#qIwd?=LAU(OwH5MVO3YdD3m|DSYvb
zSK?=Cze|g9*TzXtUctfkv~wF`@lb-KejDSOa{P%LjlYJ1PDXFD>w9lUUt5b0<DD(j
z`7#4pKbH(rHdWO?PA^$14OsHT))z*}`j-Z3s2_OP8IRIuimlH&z1!knx#Za&7MZv#
zCrs<n)~`})Vo`n4z4c2x-9WV~Abe>Ve7xN~b2Q?9vUbLGRXjB45nil0l%i|wyU(G$
zj*-{hu4uje(_(Ko_0%PsL?F~av;UWt`;mkz@Y(<!-NEPl?VoNtCGoV9qRMrf*{a9Q
z`z#at^#@~JRZvij?D@ZWj)ZUfFO8?zR)s}1H7(t9o(T^NNmAeI(Eh|R$!0TX%umyU
zeH2rognIby;I|Bqpbc7mZgN$@{ziZ(!&tvhbx6W?3B=GUM!@0VU6JT7#gL1xW}X3K
znw0ZPp~&5i!hh+OnvF@Ql1|nnHs$)Jhl+2+T^G%b3CWxIYF<!3{#~KP@+8(P{E+8c
z$%Q}ZdnZ8y^}pNR9<1_C)2dE8jCHD92YOyu-6UtPR?xtHR%^3rfqL=GDX@A^7*;eW
z_HMe=9sC7%Ms9qx#bGjTPU=xm&+aw3I0(t;ngQ$+&uFPKn>y(5HPL;I=)Ref1=uTe
z(7{@=g7@WB^Po$^O>#+A`V6bp<|NZ&K~QhB0*m9jMyJH6eTM9^Pp+F8bSL=-wg>B0
zR|6gDNKJJ|HHb|aX{I+(vR&Kn8%`L=c^n>B(VzTcS{}vlPEPe{XH7a<T#D1dHfTJh
zu+`dF+&R&F99Psr54<gr`(j)&%-Y6qRN|;Y*q+w$FnEjOvFz<%!{2Azb2{LnKiUTV
zK%VXJEFP)p>~~3d>%n08wDC)Z7ZZ-MMYO|z0_=t1$3~CLRSX<5J4Lfe&$brkntJ(a
ztqr_KJrR#C$~b^GEhZ{%|F&Lbqm40&F%&A}J*2qzWEN*Ze0pv5IZZ$rw)FQ$9|&uI
zAiawI+LPXzx0P4Tm9?Ot%bX`qDJ~}t!7?%S%)iF;K(HP8$X=*qU5euz7xJ_z|Kn)F
z>t_z?39VCN8%zWRFATiVP-zLB8T+m@mnnqA1QwbfJctRcx7Iq4+@RCE+bo_}H!JeA
z{7pw0r3H{XiELE(Sc<4_|FLNM(L*`54UNPL*%u!*#@^)D{?K+sL;Y{w{prP4s1!aM
ztQIaIjaDtVJUV?5I(p$<zb94gRr=B6an*jcFQMJjkAshVYCJY$+*u_rt1qp#J@v0#
zhYYHJdb9FXjT(qp{@A5Aet@nJG-C=%%It`-yo{sgsWyuLkqxmLrbo6FPiYCH(d2nw
z+IRCtSXMWrfB!gbs~q3h%LjJyc=c%|)CPR=l!^k{Gm%n;>%92zX0F$HLK!hDW~6+p
zpQ}*fx}2#ul&q=pWLlyBNcwqIDtTR|=y;3ksc=f&v37N;fYkO7S#j`{isDldr>xyk
zV<T2Ir0KZdgU;R#_Dhi{q&!BWk{i17*Xh$?^)5Og{F}-T-(wHi?@RJ7^A&}Jw;dl!
z3o$2;Yk9fEM5SCh$6EE0nz&^D%00|2jPfn+sc@z6iu3N(cJ%&UXz-%M>sbpegv?h&
z++{elSUw>&{!`&ZpNlSr*4Jcuvc(oG65Fx10{wssPZutd&%<mcWqk5#g2^IEwh-B~
z+$j~TeQNLbQI$?2`Y^>6c4ZNnWpC4+A8!TscjW_{+0XCKI==V$CG-r#CH&j-W2$P9
z5ziQ*^XNXhyDn>sw5|Q~<$_ZjpI~X>i?v=AMK?NW0~c>y0w>+$<A$wIM`-=L7PXt8
z!sh^c6|Ps4`iyY)pGx)~vi|5dsl@*#HiSC+XfRr`8dBk+dVSz&o;INHcvhi$Uqn`#
zM0#UnjZKl!SK_^<qqn*)Yf!3;h^))5bc5w}#}aQv@=Di>`hH8ak1ZvZZ<y9fi*>I6
zZU=<X_1d*9tK8YuX>ruY9<dKD8bB3om(o>?qiH5c9$#3AlUx^tuQp9z#8B}F=D(kA
zPPj7Fc~uHBcphqSoj9eN9XnX|ac6JwCic+!Bi#|}Ck!2JvzwnhQ>8(gmFOoYsb(WJ
z!`D?UX|&_BO{}U1li!eQ<wwIwgVt>;ihgj29C47XOm1b%E>++}Je-K!lXT8iLD^bV
zn8@}M_P2jknxN#&`s!?ZMmHZbAaZ~4hOPe1k%5Y0szU0{FQg)-O5aVuW!ZLRSq7Yi
z#0#NVMb!W+h*B2sH^l|L-3L^lv4EBu)O8aO)a8_T!3_Q8<uiPbA{mqg(*_npx2GBQ
zqeh^l4TBMf0Zp%2PTQ{I941zKCi`Y9!s5cd>k_Nl=Qw$01fwzP{SS?;^{TFZ(|*0#
zwm%oDBCR&+!tw2CSh;GmIuW{&AKYTyGW*(QwOJ8qoUIzmIz2(U?+1#6g0=v|J*1d~
zp0x&@f;&p<UT}_9<u8MrS5LW~rcW9Th?e_BA-><|4suasiW{G;`eQ)8+pt$>B_74x
zYY)^G+C=)Ufg9QHa_%+GTw*Nk&GpQvU{W``^BXjr-SQK<oD2nel{`<cWKHWp{P;@(
z=l=huU_4X1CR7Y`^MSu*`sd|E%74Fb%EA8k%aj^iT$H!3SN`V<mz;mY{BN&Qa&mF=
z{`HEaT=10cM1&C^wm0a@jh!)aK1R-nZo_-D{W%+YM51@$9ZOVb$W4>>4ScQ)+bt9`
z(hKSY7&erN!eLl#HMG&x1(N%_bDh}@7uyXx*fWi%^H4sgS>Kz><xumQ=?|YXGZ1}K
zy$rCX#nxuqH(cW0lietho_g;Wc>2@|x)BPMjLy}!9S~fJVZKnEtmm3xgbD6&+H7v`
z4sWa;MK<Y7AZL%cUUd{E8okIkA}vX^*C`V_A<aH~xqeVQ*fa6u=)8~ue;vJ}Z090e
zlWn|Fv~aTVI1{G_%a3={>M_E4DTPRwj-lW)8LPC`^TuBYlVwFo6ooEoP6i*_e}~pT
zzoJ@hA-}eYh@ZgH{-Bw8@Uw`WCHj1@7_@qNb1pxBg#oMNxDLpeo4naTU+jC!WWz{M
zyv@tj$%v<_``PhyvPbHE-a4<Q$?(RYRlkABP7oO1*SXe1(cKm$O)w7y`uqf_+P!7H
zX9?Yz*9w=LR~vcT8=D*cuf2pMXX%%xqGZ+vb5&)UuDF&vWu+ORVd#!~2u(F<95bq`
zVRS`riM0kYx%|>ov(8<2Bevb$m4lp5zywZPsXUfbPi|(?N(N3?NS+hsDaJd;nv9FE
zmPLewGTK&0sVb6&zK;H!NOsV(5aBMAw>&DgNB>hjU^6V+BV$e-duEx9+2b|!+yZq}
zET=z@A|;0+*h}QGHCaXWf?`lOb}-X+hbC@bS<uW-|IhRCuNKSMSoYiOqJnwrqJ>?I
zlV3}JQ!kB$5I%o?>B90`aFZ%VP3IT1#b+3nRRK;s*Bo^>*nxzqxLsJN3;5UR_6we^
z@$4A0Cg1<%-i$i`wIN+&IN%$$`fOc+i`RAuI<J0>4}_R~-CG1r&^$9WH`Gb1TMgx6
zB!&IFc~iOvY~T9I_&uq|<4^CjW60=>@T=(KlD`GLMy~8x*><qoV?f%<_SEZqHuezm
z^kWbLd-eDCe1XqCQ}K6xd~(fgpsa_UB*Cd81ABz`XoF0*QNeaX$@#4ULu};7uMKlQ
zDXhj&BpgGw5SKRJn2O%ZS<c)raY5WaiCb$lC$4oCPR?J$i#=<4^;R*-ll8K_Zs>)v
z*jMqPo*c9sJ!TOjtrvNpJJ$mh<PijS3ZmPUutT`_bVA<C5vl5}m8biMe(|DxOVh#o
ztpl|Vd|xSXPos6Y?L21Y%gUCp_h>sau2jZFPSzkVm^;NgjDzl2>+`mLNmze-rgdJ}
zuoM}}^J9_q^Va6+ckFdV>SiRKfn{3vk=3U{f14aXQO{^X*h-ThFVc~HcJ|^~LiSt_
zE;csZH|17*Dt>nja0QFTaW=CZb6et~BQ?npKUIes#h96O0G{5n*hJ6S-9~k7fenRG
z{K1Tn!FrO>mhi$xG9?Ma<7Wn8N4DEeO?!CEQ~0n?FYap~q~l-?YD#V7#2URVt}W9a
zemg_F?_aokzdP~a8XpVJn#tje;+jai6KI2OcHU;YjwC`Nd(m$ekG-z+edw14ly#AT
z%;LDA(2puki0D(!vHtClj!mcyLBfxGkLu}eYx!LEp@mtFq>z0v580|=2J}vU57qFD
z#5J}J=^z)6yfn>%)5p?7R`<N05Su%pj<!F@9}&V~|C;ANUHiktASZYiQ7O{JK-x>>
z%_SLg(@M57PHMm_vfWg%YIP4Zxfv!+$2h-3=AB>Tw4b5dQOfId3d$ZPZ$kFgEsIf?
zb=E9OGVMk|o3FlDQAbSFzegw}995Ge9@yt%8=I>jn7<!)kkI@}jq8Oh`5K0iIDwZa
z!#ljVeuM2N6e&4Ikfn}8@eo?MQOGavl^CMlZjl_-r&E=FQJ7)U_wtQ;*IVaC=Xz1O
z^1d96%(g{QucI@$$(}L1vO#lHr$hD^??@&&S8uX*__+3fTR>EhlDumr6%9Lya5Y_i
z#eJlT{{y3RN;=~>h%WdccfpU}wDOFV{@)!KUlV<9T?Mzu_td`sKx(gKxQ0(0v4eYD
z!bqB`No694pJ~c*u>4^cac^uOO5CbbBV-msx@<n4U_7*>OYUC%7}nuoR2Ove$C^Z9
zW_{atMRh{T^ZUfE(f1v&x1?CWlTyAql=iw06YAFE*r}>F9JRpyXwM|b5nXaQQoOPe
z8e*g@%N|g^{ee*&-)?E4rW%PRy_WwKtRIJX=pI<}ai0XeUQ84m?6%&F{vxXlX;I}>
z%MVGOngpA4cZ9vlGqs)*<p9lv#4tRj-I$1?9!+gheC|5!C>#R>nBv4faoNTzgpMq2
znuAQ8AIP=ZPlnJnlxoD$SGnHsfj^dRh^IO`IN9dh*FJygg4I$a=!(7<uShK(D~N8b
z8#ttd^!l6oVHgvg?rR^G_M#$~6N`BBSL-W(ANnIwdO8!Fb2CCradPBs+Cz{ExCv#5
z_jG0`M;;uari{@2dM7Aki8Us<OUtK~wP4y3Ozr<=#dVSLF~TQ&)Uf$%;q@(IU;67u
ze&S{r29d}3E?-|W=!J79Ik3VHE#3zYiX(6jBoyc0zq0Ie`O=4<Tgc36`t%K5P7K1s
zM%uoJ0DI|S6MPfR)LA^~bdgohOc@G}hI^>qxK>+_mNKd4BfGei5}B~u0(MLFb@R=?
zLOU-i2YudkamrS)6|G&qXw;IxG+$Pk6u$WRxta%)m#%?Qg-zIwl@^`d-Hy*TuTyS^
zRO2}b?ze+>;YG`q&ey|bEUp#Yv7WX24w+N(A1yF6^oM1GQQz=Gke-~jCWvYwspcG;
z!anzOe+zs*X!aXCre;IxHMnNw!M|FrM88dUn!&p@t;b1kX+(x#>geJ#$bWQL8?Zc+
zn1kHZV#LdDG;m!x>sG;pCv**V;)v9^S!sV&(?>k`aq0E-`KSnF@7v(8BHE}f{<Q=C
z>j!=vd&fxe3_`0Cnvcw%czP@g3ch79+@0o8OGSjb^}+%Ia@A&&&}>5V)uO;tRu2Ub
zdM@JS$Feznub-1p&p-XS%|xpj&sFKjhM+maWpmGuCBiW@z+zhAO`N%iS&tC@_Yl+Q
zBV3$k5k`ySdN@Wl6ywyxTZeT^=xyQBwO@i~+LmLSDn+RD^6UedQCH5pjQPivc7FuF
zB%p2!<;C_jY!WnT`q(n~qRD-4tK~lCy{fk)_W$kC>_5hZ{$m)3lbaG`;sA94=6_7V
z4lrBbV(DP&Y-45(b)y79U`}9DQ~10J$imsy9PHq1V-0o&?qKG?7>gAp$N`uaq69fv
zT0@|eTmpAvMUKFtHIz~S7&9_=00X2sIQaoC&eqmY02Kl@H-`_={JBC*tSLcIYimn8
zM@vWGn+*i)XaQVp|6I+0ksM1vC^HAJsgosKJacDD>stoaP&0tqzi)46nJ7UvmbT6S
z9XqIllLgG#5o`;L7v9b~0gOz5`K5pE{^0*>?+*R;_OG44mv6cLq2c5Jh5*m44uA#B
zEP?+39h4lcZzWfirUYr;nNlBO2~1txDrRuE1X$D>>gWg{S>GYR0GS-`c0K-FIe6KD
zaV%#C7$pZUH{cOx2l(ukJ8%b>)WiX11+_H+I{>$US^r^S3bS*+lNaUyF@pl8u(Sn?
z&&LTcgPB{Jf~{>~fXUc^|3jc=fb*c{mX5$c6MO{I25frkeF)Ut0SZWDXYK5GXG<qn
zn4>dbP)iu#H75&T`=48|sk0LRZR1SI!OwMTc1sup9x#8XnnEF#*4AJkUTptD0;ID6
zJDNIM--^c%C;@ESJA)l=hpT|^7GP^Yyjxax%Z`*B0)QIgf8q%we#ck*?_d@G6NVu1
ze@r6&CqBgipGf{&7U?@8(sx9p|0W{+53>9noctY}{NHf$|G-HD179GOJLal)NUC>8
zs(&M?{tM_IWE*E|CrdkPcS?}zT|8*tQP94lp#3)m?SC-!@AkDUU=HxSfI0v}b3l{>
z(GR{O0lotP|4jmXCj|H(Qs6&k0t21|vi;6wKp?<#7X-Z{0{xo^0Q9fOw!DM0yo0m+
z8_x0{I4Imqws*{7cSx{1B-r0buzvylgAB2Bu>?vC2zF;A=R17oJACKA@tyy{bHCdM
ziUHh6?*H2PUxyw!xc+`h{b%Y?4r=WJbprC}zm6uVfNcQj-~fLOKytv#?*BLe$?>m2
z=-V02f4CTc?aZWr3Tgs&a{Qkd8Gxls{-?>x{}5i%0cIxwbE7nbKb&)OvQzR1@Bq52
zfq{bJL<t{%1mx3na&R_v`m^Rp$;FNiQU?4B{%`O!ppGzS2ly1}t<Zl>Ox~%gr)u&F
zY6?(>^8-lVj*G%4GJ)@E4lq+qpaU3!fPrvI(Ctj6<lR*sm??$20kf#UR3u0em=y)Y
z19BezbHTq2s0N?G{A<FM<6kqR|7DU~)&cB(H%eZ4FOP8d2gOS<e3T%&XH0lVM^;zN
zWn4Xq21ZW&-#;7LI2f5}7};uRJFC$m_(TT!1;0joSmV*w(CeMcAz03Wft!I{l%B&1
z%vw9N;21Gh)zJ~fJjteZyZ_}u=U!JB)zZa_VfBR#k_cJKI8ljh-bbFu7MyG}k4cH=
zXF&uX$jQ>O7>u6!>OR+3H91LIh49H+3K#PfD99<r8yDsa$s9-<8JW$&ChbSrQ%&h7
znx(wHnd@nC3y8l>7!3D6bDWMI>u|Ld*^ylSsjT9()>^U^y7KP7`Dx~VU;1lwnBzYt
zgEhF>fzo<w=D$n}1j?Tw{Xg@?|LYJf=YRaB^H)gRk^O%)Ma#)9z`^scDOz53;OoDp
zXgPq1+W)&L+NN+{(p6`AbWBH5D?LUtQ%!l<=zd0PTj_Z}F6#Voj%V!js84yG2C}SE
z+H1)2LOWxaN*#5tmA3jzhxvnDYl36P<r~(IO)Dp?e>J7d@J>TuJ7YedColM>1y&o4
z5$DLT=`cBB1`jUQM=_C~#I$C+rk^wp3goH1WGBKz_WSz(^s<<%?nLA&OfOwpaB>9-
z6C!Qd_n{}Gp<%BhN_x}X-i4{eCS%qWWmKzU_wDHm6NjdRD6+aI0{rZST=Zj}C`r-1
z>e<w~!W&<g>KCI4>YnUrK^&TbqKWI?slC-yNi}puh^ULbo+c)yX-Fz!X9p9vrgtCB
ze2I?kb$jzAvR#N=R+>$Ky>3SGr2_}2q)R6158ZvxS(XoC>}CWC?1r5aF*Y=sIMFDq
z@5_=21Q`&G>pw(;qy3)+(iLHZjUC~az4s_~Q^c>YOS-sKECOP%g{4#~M6Ms*%ZM4x
zJitmnmWD%_ko|SZBn;<Ssb%<{eJ^E#kJKZdBepLbu0L9YXiOmodQQmKU6O*LKKFOu
zG%#E>aB<4WEIk_3Q)UwgT0hw}-HVXbNw#{q5(8Mf$v=#nFgDa)N?hw>Ltj#Kw{xdo
zjW1CWl~8~ClE)y;pNk(w=$$7t9XaZVOaq3DxNvJCH0(I)W-y{6+l?<iXhIw~I?zAX
zZQE}{;osy-J<ZaH=?P7X*&keWPepG^Qd}PyehZ46%ZLK|p=WvIiN**yq`7RTH2V(R
zg#VZ_TIb6JKP3yI67+a!(0ojZiSvGCMe!zI3Kkr(*6-*zfP0C@Y2D?Vx_Jmo*MEvX
z(5fb?$%tQQ{)$~|?lb)hAx|^W>tAo(DAGCW=!3mtt?a3u25#3;8tq$&6CuZ0*!9}c
z26;Suu7^F)rcUR<h3QPv^PMr)D(0Dk_hDvxQjl1@q=Se?{zdqwhv)rq7O%6B(|JSe
zwD4tptawNo*YZb0kU=CHyUi9a9h4tED~*i(;LGj1WI%I1a^+I~X+$sb^v5fNwxuC;
zSuk^b{SxljgQJb-^kY&8OZ9VJt@b{>?koVf@MLUcLj{G%I`7-jdavEDNWSgDB`>DJ
z$di5aT$%S7yO)w_UmJyDyGc0`tqNYrYiw$y>ke2Gpp!ajaS=3%3VNEcorl;wK6Jkq
zRfM*5Zez~syY%ZTBkFtioXJqinb5RQ!|&=jJMxX7lO?3&wy8CXgwnSw=C?9mkcDNh
zz+mcDrE=P%@)drC8@%8z*&T(#uR_N*!jD<HO4hne`+3yw)sf%WfjzFis*<tRXvA0*
z1iwmq9P%ZB7xk!G`2I(VA9KN(rP@t{OUY07$yR?Ayn&RdD}|=}d~X}VYI_#YwDt~}
z;sxUTtZP6aobeg`SRPgtx#q5U9Ar$^%-=`l2}d108s(U|%H#CYt%ZQW<w&DYsF=}y
zz=ym7bh8|j&bYVD+ZleDERy>^(t~zSLK4|u8?`LrzZ%Fou)FT6LN*}JA?V3>kuzY@
zFkn9XH8*6zd=v>YyOmuyZ+E_(;ecrM?WhSOJ_%W1J=O1Ja<x3F$c<NDobSPIl!z?q
z>_vUo=ie>@jPX|szjJ}`-?+K0oT(nQK5WzXsUpPsusk13gypsblekP@G>S!v+O+Jn
ze}%Lv1#m|px!ON|`)C7$n%_7;uL*T}upk?0*g+F4E@t`RgRj~71PDLflN0V2`OQYv
z0g}32)E_?L{!5a&$gB3$l68^bb2>~dc6giyQIjJe_FL2DvrB|XJSVj|9C|N4BBMBI
z7gAhD9}a}EGQXAAkA3O+)eV`p?Kl}Z+cNA_ne!K^F^I*6tzSfe0Pb>4waUAnd7S4#
zlt7rt>_Mb+$+(C5U^W~h@CnBQk2%yUNc0Z>7&+PzYvyvmPHtAjlBKl%#*rcKOL!=s
zML7O`52h&J%92SKaG%G+6neTpf8Wh|?OhguX!9}?#yJ|ztbHjDvCo*n3x#9BE;swp
zlsE?rXk!qej{cA;2|%DExa%VBNUp|nt=JMZd9*1;SlZi{m2Is({vljI_tenpO!52^
zKV_O!f-a0!S4}jX)(<;D8{GAF)#ekmD^lAu63vph89$?4QHNo#KbPenj#o|+3@aN?
zr*pL()?yRMmkz6}H~+BjS`uZ`sG)dg?jXi~(2)2oyiA?GCQ|mhw(v3<2f@B_X?ut<
zeq9;SbAFr!vO|$nmno#iIZfM#TTdS+ymfr}SgP{_599G+`Sr0^=1`tDZPP$;{%}!1
zE7a88K(k2us~Np6(~=OQOL&E0x6NXexEfEMf64?*Nu6K2*5)Y&ub=?~Yh?WS_oaGl
zeX_I}BW}5s4X@8@1s*EJA_?AmbM0Xd59@zC7K~*k*w4V9jGq*gqu~Et8y&y%bXrA7
zjQkOHAoF)am-)}bpQEho6}E8P6N{#Y8e}ue$-^Ub{Edz2JhQ*&4Q%>5b-8M6VJE-p
zaj+81&*!eF{Q5r34e5uC<e&^c>q)Le3kfTNOsth*pA-KctEa`42I7(vsAzbAfSNNm
z;9VWZVUkfn)K1R0Do)^%X}h(PU2~RHEbb>1Z?R;f3-P!Z;g=NMX(cG6*Tuyz78W!e
z;-$#bWmwYg2ZmxQw5;r#a**w(;WwcAxEq^y=)7-|k$Td){9z@gtyv|*w;wA&p~7QL
zm7>VD^T+32^N1AsPa)+C@7thyo=lZQfbI@}?l#sW_Uh;n=wn=sD=PAiA}gFsHvW0>
zs8{PezU1WTPY2^5J2nO1Y>y6|rC+iZpA4Y1Kks=}wA&Z=$Xzw0JuL%Dkib{GZ&yF{
z0Ou<1(MZD{#J^c_Q)Xo4u{dbvH5++m^HZ?l+9!640H!=4tyyP<pY|pWA0-ABjkHrm
zr$*WNH~lt8r2DfArygiJ?=PeV)VxO|-pex2w(?|=S^8zeyVMiqwic{p8(lRWk;bcK
z$v%joKa?lk+<g>Dl`6mB?TOKvj-k*yrbVDwkjgvPKUy0-v#*C)*p$`t*54$6c0@<}
z`nXtb3z#>pSHt2Ta7JC4WU1vZb2!S5{Oo8y6MoqAZb<Xmr&F7;a$7>p=$O#IAnGti
zd5D=@2c^AX;MWVa^B3l>p%_Y~T3t2zcHupvQ9m;8(|p)zAli~5TY1cgpkv^u(`7}$
z8}s0**~q%}U=+(a@R(Db;5eSGBg;yw=>8bOuC*DUb#wn)E7}R?3T6kJv0;B^w4bBe
z!6Sle7oVbE*1e&8MLPjaFEO|mg{G8a3o9g}t5Z`es6G0=`JjVx-{$cYqhy*wvgETN
zjO>1viB)g?xsLqj>#Y}FN#a&`hlN8iMlOL^bx%k92G--3urU-r<F+p;1bC$&iDCWf
zVo}%Unm(-W>3<#FT$pwISe(M%F<ybIZec?2fi})p{e=65pFFkR%TKjRBfll5Ib&HH
zrrI$RuX!qoX@Y@Ev(xao8PR5B7|B(80q581Zz!`W1y_LqE@Fsl8t^(=zi}wW4Qmz%
z2&xKn>31_94imQUNUR8xHHJL<)npb)IUnvAPrfIxAt?%Y^F$wg0AsAl1{VFT;oZ;}
zRHW`*o8hYjd6X?}ar&hDt#3uiIH?mPeb+$t4_9@5(WAVK%L^L|WOB|nJ;EQ>@?kTM
zu_K-&<KDtOA3AycVW|O48%ujySiGVR{Ip`t`{QHTHBFi}$_>go<X=zn@DC4jByAoP
zeByLd)1hPHGa}<u3pRg)I&P>Fn)O=ud8lg(^b!6<<CIPQyC9R&&iItWF21@UhhbeA
zQnI}*nAKkMOTlPnrts=i%C+El0^<>L2WPa{SE>xwWidi=$lOKomYF?(%oQ{V**E+&
zwQ;{#YDe1I4fV|%Wxnm!_<tr0$!A%_rEbsg>iLN(5^djLMq*Ql%=$5UhC520&pQLj
z+u#XW-AIA_r_bc)$GL92JP@8on4W>GS8}0Zb!zKne7~L7vXd}es;5~K>ggUD@7Xhx
zH{xf%8x56t;a8S!UOLhhW~9(6L_fN_q`Pzfi6hSCeAgfy7I!)|A*Lb|jcMKHx?KIE
z#m!^ELyP~5rLzoZYw6bTX*syII23nx3s&6SA-KD{75Cy&+?^oBDeeTPxKku}fgnY1
zdcONF$=-W>*1WUkSvwscE<WKv?ebO`8R@c&Tq7e#=>YnsVg-2LA}AH*kKeuhPm;ot
zn2pi*ezGzB9Y^Mw?`+uF{MzG5pr6^({whRT_g0^|bS2KsZCz@f9%=@wmU_bi5omdR
zu9|eBk=1ve63@@i>67nzu-l`yTJJC>motB?>JWJc(lL=jkp(_pBykxrV$lMp1HU$S
zN@R(*h~^N1&@oo`l3Fq@Ypok2EXWx?fwxFD5$AC_#lFkyEaE&*=Ic4zMJ?fAHlVYo
z8%buap|$%#)<X>AY5id>kC(zqid803WeRDzh-Vq&@Ol#U>J<`)7_?1%%41r33GM51
zXxV_kL$v0Q>KsbDwbLBY%x`bX>q(d1dF8CoX5(ntn&`0-;FqiPAF3J00^|-GSno59
z{QlsHPX3_Sw(6IWgruM>rx^+SF6U!q_`?lvZ2x^DDZZk7WZ3T#C@HPu5Qd-W-+Tv^
zJ2q#mRZN7pnq0L4nQPfiv{^n5FphjVo$+04@fSN_os;wr8|Psyji2>4fHb}v?4r)h
z!dTq)Q4E&a|9J7h`*3oeK}^Df8=;w_!PqA%m^O6YW<`<eugyv*y?qxE_fTlq7iua}
zN+ni`-x(+V&RsV~9qL`h7j@=IV>mpJW({hja119E$=3@A`T;H8n={!_oIe`@44>?d
z|7_Fh5CbbQ9byk!oR&$;m3eVXVv0DHUIM>GLUm`Kl~AquECa~0uT2-(<%w-=Il)sk
ztXBReA3+oUFmQB?M0i*-l|8--3*csvLrVgyaV<Z^%La+7*D79PN&DHA{Daw35vqr~
zS#04PzdcbRyDdT6=BXoB-t*2jK-Ydm-|doD%ZTrSjc3VIK=47IcDX%iLL!l{{=p+g
z^QHPDbVOe)x8@saoNv|sYAI5;o`fd_YpS%CArDtaUCf4h?FZ4Ch9zp0RI?n;fu<mI
z&W!wzJSsZ_HHsit3d``GvS;MYL#gqycc_WxcC2&$DBm$zX6j$=GO{}+PB`?-YaR6m
zJOgY&%S^qhi)FGOp>PajT4k3!5lkbb$3I#{n+nN@)lvM6ZJnGSiy!w0y5g-ZBtgnL
zcLJxnC$j}xMl3(WWb>oey3A?&-oxG{S8b|qBkON^+32!_E12(w@4-K69>e>YW4(m-
zIt?Ja*E++sypp6os}Uv@kV4=J;_tA~L??|?-H}E}EkBcM94ohE{=SyP$>1>NCbxpb
zGJoHwRmM)SrW1$taOr1-iOJzJakBFBwosGqU<rrCNpCh0Gm74TA$;abAzN0q5$Yqn
zT3=HERuMi;CUA~a44J~TxzcDzz_RtCU^t?hEyeoyO7Ht{2cDE!O5=>&o*@PdUbHo)
zOJ+Noqyh4Ac8o;+v=TdWL`?CqIgG8t|G<g!A-t<UV^bnn&)4B`ee@SR^8r93XL!1r
zIXM<>&tP+*Ps;KS{<kjB*;~=sd`NsIQfFvPJp2oPa_4;_Gb1F1`~;Fm^B5OeY2%sI
zvYvY%25($moc_XQ*!cw30Tujs8rYosy_SBuya|CkZq`dx=oq=z7kH3$J#C!^L2*e^
zo-7s8iLs!KXViK3MaHM2s5~(=eXc^5VxqjIim@cLIv>9PtvohKC8gjKopMqZ1dy2G
zn8?ArWsgl4QKN!i<+Xaxs!JVlX(&1_vxn(@4vC1>h4G&7D~c;dew)uBthJY~rMC=~
z>h@BU{Bq<Qc661IlN9u3`GC<Jb1V<XNEahy;=xS=uAiU{rks4QqvxK0Zaa3Hv)<Gb
zz{3i0Bp0h^idi{BRf%bq$pRS3b5Tr$y8O00Uk#VMNb#5;+K<IGBmp>ri(!MZkz#Su
zQ#qW{YqLh|q4MTYtQ{=I6&4*uOFcYY6aIA~p&KrEiP#@the@o)JDs8RA>czfTQ!le
z6vcUCukqB`C1URm&c5XJ$nA;?gxt>dv7qNQ-Ja|1?DomzVWQ>OCM%>Q@7t46uXE?i
zObM!>GtP+^@jyv~w*!j-@-%#MuHlWb)@isnvz3(t`(`_}_<eI*T6>Mh5+sY9#7sA=
z#f;h!Q`ZR+$P5{c^a$-KX$#gTxYLZh*QUY~y_~n=5K40?ROh?1q1%YQP!pdjYuZ66
zdH;5Lz3!v?I?_po5k%CYM(s{dp(m&7RE#_kMM6!sTvfEf7ctQPVG%Z3(W`htVEnif
zxW0+a9e|f5TU@r0bBA<<^@l4(EU0PGFGiUFIpoLPYPeWn=zQKi#ngGs28*+0rAR}5
z0P$n!{B?8ttraYx568@WHxez5)$0a~vYKj%S-N7MUxb=eIC2<$6;b^JJ9_9_gapnO
z6r(#k@mr2Zir=XUKg0@sWZBiiDj4VC{WQP~nE<|US`j_2G({B`f<Y5e>9j0rACZ6F
zs++0TV#&zQ3c>}SQc*zoQmCNzKRa6)*B`2qgq}6OpQs7Y1X1N7ghuAVc3M{yWrdj8
z6M+@w?^Q(2$Sv_4vGS{*=x_*?QSK}a+o>}>>nFZ}0j{R>1LzElcH0I*R<ZZG3YZ(J
z^8#|^OfvaS4F^{7vN9lL4LX}jZtVj}X&Q<8;Z&WgnD0MXXyDbXr9R8su|5q&go=do
z+M21X>4&~QEWar({4)1j!ii_zHfpKrDxbVxXa@L8V&Z3$mK}51NzXV|3R89WA6={l
zhYRGmTu?=Ey%JJcn<c$rk^+bA!x!y1rST1#oWjh&WVocGIfti38HF+(XCeJ-<IXE}
zxJY&6$O~!i=HN^FV(td+<Ay^bGIhG)laIWQ{Y{N^C!r3bpU@BSt^#1Tz7bhAaoFe8
z=?oVOI;YtjDko%O)anB%Q$o{vaU06~`l}QF-pKa@0>JMo9fA~zZ|rdg&<B4%u=*jp
zu4}i-<JJ(4H8POaO#I8ah=edf+o>{Ne7G#mUCtB2)QQiG?1w9~D8=f*e><|JS613r
zYK{w?a0t2k!$&6n@FGa|#mc5wgdORTbQEU3niI<Ce~PF^Tkzy-5fH&KycD*iB;hFV
zR^JQ_YWl}H>c@8O&JVjI`a%vQ*F|q`OLGuVt-k+~z4=~9mY^cs-lO|4f{$@S6J;kM
z1Qf3VDbR~?_z4$A>qVmPmm&o=H>CZ`Qsyc(S*@AO;2&;;8w~2=kLph5cE@FnZgK}V
zUBgC1GW{O5#bZv?pX}!0ZJPrg)n}F!2;rm1Pr(t^i0lom+OPI)8w6JODc{|&jJ${b
z?NBgGKF>x4>w87;^xoh-7Y`oqruBG;GYjW1HG8#4Lf(eK&YMK92L@4QLj)Y8ZrwZ2
zcOH_UTi4Xn1q%rRRs+5A*_Y4ka&gZcLjdU0PpTpnqI2VJ+<@*s&`Z9OU4yBkY`UJs
zw2I!~gVQPJmmrsF-@SFScPI6<{t%7@aT;8Tj^-3%-N<})qA>1~7_Tb96rgkO-u7i?
z%_d)QfAB($G~B1|U7dsDmYd)DxW=bX-cmA#Lb0HMW8jl&JOR~+1glAghA!|EOe;%Z
z(lAD$Tr6q!8zys`TBx#>1d0^xTyTgj`kE&3y^NJ>8L4}U!2{Z&n~`HS+}PehKMCVS
zjnTaJkUJz$PR_R>J+}3RjVF}P7_YNh1S-{SGLF27Kcdsp9gIkT*aU}d={#8DbAXA_
zCP$U(yNs?P++J7oVh&oKvdzmy6+a<mTLD;J7VBo;SXqb|$Cy`G7VooU?QdtDRS`vn
z<MN4M%23g&Kf`Tjhg(QA8{Rp%ODAl9#O7)pS+c@W4L-{!K$+SREHBjQivGfyn(Fq8
zV%d8f;r7ZE=Gpme*D(IB6p!~HS&fL@G8L|*5)MOS9}zbQe#QAZr-(pEmS;#ARTYUY
zeAyxU)URO&&l}x+#E{CGRfamc7f-DSy<23h!66}Xj@ifGTHYerpJj2b9~(hO&-VR2
zwRWXLtcxjk`1@Rw2M5KPVHF`RVfSnQsK*rOxn9GKRjn{;mUFpDJs(a)ZjGDE!3RU(
zLfUHCSab?u-n58+o+%f<pY;_tFASGx%T9CtXmF@;gHw=~buD|(mwf0alU!rsgEd@$
zy|R+kN&IULB2MkhHi2Hx`dY}5>H&QzEQ}F42QtXbc<3yx*4J-e>~|uU;z4l_x(L~~
z9V(rKi9Hyjz}EZrcO&XjT4jW7NmfN)4wyNXStR_;KaCBNBe?1#Gn4x1-NC$%Wm)<h
zZn*KI#nd`A6xSl*H?G_rTeuj!IC&Qi&FXj7r}Nv9D&u-{tLVxvj6+t#zpzp9lv#Om
zoZZgHNVa?wgls?L!g)oD<xfAgBY&DV!G!|Ws$@}*8{t?irusK50fi=}(A2w-$jCyn
z2jW+t%RxTeVyuf}Xiq1}_uBNCPkcJ0xaP<#QQ!$h!@N>|KVXg2Q1Mg$Wnwzeo)Lkq
z%fZWBskG8S9=IQ6MJH8rAWf}UseD#ktmM3f=}i>_#2LgZbt-Vb!bxq91Ml><AwN2j
zaQEv$PZ6pj@0j6gM=iMZ8;~B!Ov3bgY1d5VEY=qS>n&;!AIT8)d$t5IMTJ_yj9qPA
zh4}lizx!QN6<R2ac;)9I@2@lkjH>;*iT`~c*k+sPm7*uZbDUPAz#jp0lwDbpF_ple
zOkL-7&szwLHYt9A%jz&oSeM;c7>EA`WS|oQPqt7k4@~UHtF3{4nwrk0R3#d|*qg-e
zTP#qFN`O?lpQGL$QAGoG6JwRVYxnh;PZ3UpnbRY0B^0^RYBqQ~-=)j0Tw_;ncxZZ1
zNrQ@bEje#gy*U-4XTf~qW(qh(ZT(2aD1Te2Ybp{*C@uPP`LMj6#Q592)z|vjxfa4-
z+}uI<we{{@srEA+bVPZm5fa=J%GMooi?6D9#~u=OpPBbcvdJO+yc(IqkSVl)Ut$_D
zdP5u8W*}j4GQ1441OeIEb(dl|hhuK2NZLW8EZ8#LcdzF-;D8D9^)W2?pTXHVQLjaP
zsk6@;7m341d1NAg_Iq7fUmH_{5b5g<%0VbB;jERVTNw%iGH5)2vX^bk+EWtd_Tnuy
z^<k{q<2v~6su=Tnt;mmP*!*!!fK_#R*I%9PAr=82P<Tvbhd&-YPWLgEC^qV?JHmC>
zj+hDKF?iz`WWeV6W%AA==+{R2qrJKvtH+#A=MHW)<Hl(MdXdQa-iMJo=66;2tn<tV
z_}(w@Fwe##5R_FW8OJ~!8&F5TrmQDu^Qoo}pp5!BL3lJ2qY>;Tk8Z3Z;jz})S{AEM
z%W}FEw9F^8z)rZCKB=d7BN?vm5U0A<1VwCRK8EbDfcfSf^u99STy1J_aj`wynqD2x
zRJ^971+k_-5h?r|4}U~V4_R;Y05PqMjP4a>@^o{s<sh^mehwmCWLUC^Ijmxq=!(kM
z_Gn7@m0^4_80o&fAOWR_+4Z)(L0cV};dBp4L)CZF`t;%xqYiQxe;$LlMaUnNgjF_J
zc9f|XS{Ux4M>9C7np{=Od&fHJIep<>T~YpS`3>fYF5ZGJ9HX_YOdG3mRlh$OXlEz6
z)jr!BTY0q&fo(j$KoY20?x3+vxd9Tj;*OzPTVJ&CN8|JC#1a*RQBl2y@T=co+frDj
zY#JHaET?xf>)RKm!b^WX)1IU&b?8N@qODE^q*EMe^b$6$mnXUXqF(-W6Xoj-5EFHt
zD2`2rCuXwZ+G$wUapVZ=aq0_Qm%`s2L$gb<xEa@BVQc4P;Ov*!PI>on5nzycOR@+c
z_Wd3&Etym3T@*_DT3<xg7e8f}lU3;!k|@Rbl=-6cKyz-8(e&~j{zEUXD0+=DQTgJ|
z3t<o5((M+=+IW40y<BxDvjTne&%;<tpcceSm@0u_|C9Eed1PidBcC|s@?;UG+qoXG
z{<i_xt7zk@0EGDV1D~kd9QSN3cuIy@rZJiBn$n$vM>ihDOQxy@8k7{j=6!zKuA$Z>
zAN~D}&3eibb6$=#U<dQ!aRRcteX*Ny@X<k!wM9L02DZv+$g*4}jw*pro6f&-&l89E
z++uR=$EqeKIf*M>sw!WHBrj4_olJz5Be+j3Q0M3ln}`kP8iB6_S^>>~7Uai&7Bpe6
z3gYDeoc+Lq@E}>duJJRqGD}q@tg^4BvCPX2g%`Mi-Guh9bIFA7JA#j%AJ~mky;`Cv
zyQl~9i{w~y%LX3?r8PBDvuP<9wEZ0{w4++@Avl)}ABe;4<X13_FOH9Nq!5VXd42V_
z(xxyr^TLntr6u@o7nWR963Lg539ngVe|mryw4L-$NNV<x5Up~7xF5cHz-Aexj_K=m
zuoXw(zb&wS_LG>RwOl-rBs!e*9j?_a{rdbbI6-Y;9cjpaSWFHlZjGs4Q=Rg@y0H{p
z2F=x#74>t6*FiUbyE6Y5pmf)z(|C{a!@F<fQtC#oRre-)legJ%(-V91!%e7fxPPZp
z6mSL*fhjdJ%tm%-Kac!aL-jrf_omT&;vt(NE(KorCls$=56N0<*H&XVJN!Bt2dHI;
zD@-u>uUM~PX(ukD)juIP0)@@azKzQs>ewse4jf@*W5sx!0~~8%^j`t^0dvKJEOgTR
zKQqc|LkcNBS-lhT_1>?2Wcx*0cIbEAA-;PJ-BQ80;W?fREq*LfgI{fa|Ij%6eR@CB
zS?;WpVF8{(TNIIlL@1k2g)d&?z+|h{z-ix3oaki=ou=`fz8a>4)~=r7pf)&R<#C=V
zG5NyQ6-SBjaP6^)hZmKF5HyAendeag=_UlrB%^Lot}W3$>qJxhJ^e8)?6=cyQ0*66
zAs6c4LM;-%sm3QQ?6^ZbdQY!#X~v*1wpLyOZw#Fntl7aR@yc~lCwYu@VZ-pqBtlBk
zL^v{=zvl&`m!?ErEcJm>5`gu`pM?0EIxDts7c<I?H*>0=-gY~$j?n<0U?RLt^FHmc
z0hYC?!>VY+z<qFbDN<AttC;z>_cEV}e9C8MX||Q-gywY&@-w*ZzGxOY2*PxA=*?}B
zuCNWh%YsI?i+_4fv1}Ik)kWmBZ*^>R%rd?2lFJ|hs@zQdho{|)cpjf1)BUAXlvzdy
ztN@UE>!1LMeH1e-!N)3n&iG`Yu_uBC*i4&N!{`0HfLh?OQKdMN93})BPKEE#?P3Rv
zAYjnyQXDg48E2SHJ!N!nsZ`MtWPniRICLa4Db6X&qnVk;I$CR8uD&ZsJgU>xYoO95
z%*$Z-YGH|LP5u)X8!D%q?;S`;3k>B>F1sVk3Jr<|8b`KEE7fJ-eYHD$Z1h0E*dMMT
zYP~w)h$3IENS~j}8<9aDoEpPs;d`P~GKfI6;5L%M^Z@4XlLmg&`k>g5T2rL^*;If^
zN)A)~V)O;b>(<TGEhhE*Pkkh!12DL6x#kGMG`%)YVd_Y%>hByq%cnEN0xlx5>{~4d
zzV8c;D47QqeB7|ZD9soi<H6}x`8G}FwefCTgg?4<AMVMF<QcJb4WE(xr#b4Z+KVYT
zOiO223v8YY@YeLhDv#oAP}S-iEwQQm#X#CIi<V&4uKp6$uaPk<EY$14jN+Y|3a9Sw
z>f4r%Rdg>6!b8P#t6DT0Bo&D>jZYk=*Z_2pJI|pfkZgre#AAB4=qd7sf?66ihsMg{
z4no?WcMwuV(vzQWiisl9zjIuPG#8a>3De3M^XOq+jo5X3;DumKwcc(8Dt`n$443WX
z&e`-2tdcz(kQei7)A#k~VnvO6)~mVTp%8yE%(dtKw<0%rL!JR5QEjxqh=Dm_wNn*n
zrouBT8DepY6F0;5^YvWy-vXk1p@E+4=1`j&c43f=7<(Pxc}C7lAu}JgEoXJ5G@)h7
z0;PK&eT2TC$TR%<WJ~2HZqq*h{*k;EkG)giao-|9>q;(qme_HjwSGi6`l_8dg(-UK
zbg9J=4JHtd@`+nqNfb<%2VSxE*OK3?PeW*k$nF_x@)uW97Ko0-zjv+izo(Sz{jp^d
zo9A_V+!^>}EtnxH#`KQIgq6Fy+*@pJy)yLDON`B(>t{GRt}!u9cQ;lneE5-ECKkaO
z?3B^G%J~}9{{ZP7a5F*jV@WxPTKm(sa&Hg>dtKt(IZM7ruB6+zz*)ooWAnUFx{s#K
zPpq0ZmV9A3Ehn?|9|<K7<kvq8TR0&1fn9|arH*Qnit5!;5l5D0pT3QGjQ&c|ZM@J=
zHM7LXWuG_K#pA=u=VVM;z$6+Vg<IVWfQ+5#gnjp#YQbO-e}`sdfBR34u56?+p`?)f
z6p!GZ7K{P<lnoTL>XGD!&Y{j&(|>Jldnd<E)|~;23i=Yy5or9?cy^WS<zKLp(zrW{
zwU{IxO|0Kk=AvKP3v2PHMv}OplY#E<yx1#=#XX9ZhzD_MZS~k5hjsM^ta11cevH&-
zBuO>Y{|1h-A#*hOTYPxrnS3P_?O0MgYO1y|&%!}a(W-Gn`FG`X7CfR3v2eBgn(Z<T
zZaoj}@TqoJZ~Ms1huXR_<^tTR^=$sqlIsxK)6L_TX*8v?t3GeivXPbQ1+}NuaS2R#
z6|g#m8W)-UsmB`h8M{S3!XzUb2KiL%4BCTa;^(hNl06GQ>D{V!TGdO4?f_+b>d`h8
zbR^xv^YdGKesbaXq*Z{vN}$+(MJjD~Z?)XKJK1?-aR1FKbxg8uf?6DO#95l^kQ9Qz
zkl&89IroOk{>d!HWr%$%{?y~rsDCLs_(Bt7fOxt<_~n8xzvp;&berIhaPj)<YQf9!
ztpNdZTSCvl^fU_^mGcuZ;?~{zf?U{nE7!tuefJYL+IG8_+tG1F{fm@`-}z%pML~WL
zQe-MS5MO4y5OsMMNx6co<BkmT^|{BF-u@a^y#?XEvh9Ff@*hjxZgG$;<u=DH;gi;0
zUxQ8F$QHyAF;*Cf){gFq?Fk`_*KGd=fTBq=ZYYvG)|0I0e{t<H_x!Zq3Hx>1^TK>%
z^<jJDW9(QZhVZXDY0&8`my<K>X#Kx08eoDpK2EAkiPz8mkC-qrY!sIFQ1GKg(ax4L
zP7z<z3G=b&Upxvnm2%hxl!)Qgl;EmqB*I`2lQ~e!>9t+;A(yMJ<3Lsf#wm3XV0N$q
zh6jYn-1Bwz-B1uJa^E=xo+Ft2`Xl#t5g!k8g#^az0Yx?T8F3J3nKf1lumqa_W7y2&
z%LY^eb@DKhnKE8)GD-S;^E)m)EU;q<sFy3z(3gPTLNJvT6?~Kk1J=aiqkyMjRhEtK
zMN1Zfv;JPAfdoJ7oAyTjE!M{>OGVH<(tl(d2noj6@pQb79~+GP2R9L5cQ{eDFe}v|
zS^Hlln?J<~+K(>%{8I6>ehrOq3~*FK_j%XLOeBrxY4Yg<EXy1@7KOzY2Of`t&<RGk
zO>_^6aZc_UJly9>oiyg=2&wceVCs<1m?u}2CCtgpnWhQEdSQ~rrTQo}ccitPp&L?s
zO-Q>;&Cwd#6{QSIia}fZH2=QHrnqwbQ|#W<oIQRcui6x5ksc3E0#cP6-EFBAj2HPu
zp(9;oS#hs`zUuIWs8mCaPwOjqJ+0n%wt}dOv(@rSmH?KoBuE3SeEC!jGC{SU1evEA
zbA+>;rO8_6O3c-+rFN$@xY7M3Lp<$Pk4YFAs$!iaUQ{6zMK!}Z!|tk@r>7D+BTWIk
z2t2UzC7<#y9}9mEj!3#PP!-jzc??m0*HmEp4gO_68Mea@2RrHUJ*(d=3apMS3)4Mb
z&l&`rrD)t};iLVn9ERJ=CBC(YFE6%R-Jf%%lOFwh1R}i}Kgds#S~YHqfX!5`yl=2}
zA{g_;8-6ZYO^*elFKQ;2c5D7tkYBv?tIHa@UwoW5cT*xTCts#Hsz(Vv5Xyk>@Pf!$
z^Y#phLHUPMHojj;tC|{e=k|q+^T@@A02ii>@h@Dhn#gsiAy3lI)|=ux?W+rBm7Ddf
z-=<-N*N8aCCQHC0uihh61ls2D#<tqO3|Z9RC2kEDxwDLkw477?@;9Y8V2L2>7GuX<
zm3<@~Rh5-YW3dCz5)p(iGA~cN@)rWE2?<a;a7L6sJmh2QR7)fH@PRT651mJG4}q2Y
zK@f0jm?B7yavMe>A#OVmRGMTWtw=0DvoWSm#gKx}T6ORLH1ezM3r2S$P6U9@erv_>
zMGP+V%uOoyl=V)92JOMltMM8w>*v~)&@9Qs?+3iU|ExhGR<7)-GH;V=n}k&bhTH_A
zwbX+VW;`XpVWZMRCprl5-O>9nm+ZipKu3UiLZv>HUz0I_6-U_ano0R~*0vee-Z03b
zB@A;=%QTw}90a1?sySiMLpKXGYNpCR;9m}hb!^CiRhQMB11L#LMEx}Lm-J(Z(}@<+
z-uJ=+W>}siYl<75meYys@Al??WS33X5J>6ixlcHBeB*~*<>6lQNvM*QZn2i)-m=e;
zwkkSE@4-JL1|l{vnKi*Gbyr2@C&<if$bd_gu$81w`V$ay57N8^%Y&l~k8A!PS~H7A
z$p>t8y_hh1lub2XgkFvy5?+ScZq?su7x!ZhGx)mx9q6!%R9pi&u7hwbp0y4#MOi^7
zMZLm^GPrlMNAF?in{uVw?Lh$U6cF4Ws(?Q$q9RRP^(QXRMB(AYTY$mqZ)w60$|-Ju
z9E#gz&=oz?pxF?u0C%cRRpUfx;AU^@c(#2p?4~6fwG{-67Mc#1c1}ZPW}fjbn&kv^
zPn5w6p4JUTf<LtQBOSnxP+g>A(n<htP_GVkuaFTrHlqk5*yjWUI~N%ETkpvM9{oz4
zpZ3J1m*)7;MHJM>n7_jVS+Kj#hSaT*TW58-hd8_N^BTT)Aa1Tsb$%#5jK2HZ;yk+%
zS)uIRIG3gMpZnWBx3%fdX~l1+7CKk`(3>{MWry8@Z<Hno=wh5n_c<u?agM_|En`}s
zpm9Ue`MQB`_CFAC&nnMuDeYx-_VVewDpDxt)L8M!vSwX$5IcM$+c!dm8R@?>9yYBR
zo_;7sEYdj4%Jw!IawPCt`GQeoAas9`xW;yB)Z^lGTHwjlxDa`6{j+=IU=Km(QP`fF
z3B><@&)5B_)6<HUM6c7L;!@M@VF*2p((s;$ZvTHcwAVm9F`?Ei3?`^&aPcyJi?>lo
zia23=g1Fmh?J$y@-Aq^IjfLJDvizDcWBpd^9flu(=3q)+d!`&yNbtWl^Ak<0tYt`4
zqA@D|7<fCX_1t4+_XpOV<5b)Gp^re+v?uuwew<@nl#RxVi?<Rd^}7?MZ8D91|6jjT
z2Pu_I{P5*Y{v<>3o~5L0rn3RS7t~}$qPBM(k~(lnS4Il64jnXnKJ;XG-FIoEaf-|_
zWi+rEADw*aVrlpF3sBG$a#yu)K#)?+wh-nll^&4uaRy9un5!1vLoe9=A6}S>dOAD9
za7B8`pv9ZZGoPfPHU2%bZB;_lbw39vIRA#2vYA<T!HzQ5PnC2B7G}pnX-i<*4{{ON
z`DQ==kDCCWPWL&|Sj&<PBs*=*4Q_rSz1+9A(aw(|eBCNTAwq=|Mj^*+B%{K=%;Rbu
zNLLK_HAtVe#{GQ%&O3;brQWWhRRRy1Dl<(MN3f?)VIUOQ9#CQz-Y^q~@<I2Ma1aXV
z6kY#?^irA(!^=BM%s2SFo_>b*;LQXYMw4lM{=rtM&gZvc2IDG+#(0E<rJV#ql`!I`
zvD(zF-!wn}2(!2!r>k7sX8D)%%mu^Yjy<ZwQpX7}pEd$BOid`ofCvgVbj3J^R5K}&
z+ScJXJdGw@%Wj@M7K<X2DIQZ;6WIGbRWK#+-bPyMJE``2>-!O|;;l=zWBdgpt?12a
zH#o=2$dbdcq379%uP(Y#`GCIAK+><35Ok3jUSRy%;B1b1jCB*L*6{ZJ&nDzB@ef?T
zO%pX-(4Ui|Jf2}%;m;8aciGc&@(9VfZe>;IEj+t%zq(L|3EVvxI87HE)P8q_n4~Zn
zo(*)vSh$qaDPW?05~_UM0;--pXxfq<*1$s-yNW8eT6QAA{aQMnxo(4-q%%P5h$Z0k
z<HMNc?6@vHX+H2tnpii!pHFP0Ey6Y*iaYVZn$hM^SN*`SMq{Ptu7nc{48A$SJW2u@
zNknbO?bjZ2FG;bj7`CWVx8Y;xP!6!Dr9XPYx=P9`h?Oe3+9R{WN|v~2v|Z?%9eo&c
z${lgxCHP$Fx?lpeTJvRi3ZUaY{VoYe7HH#oxSMD>%!#Tl1HqpJ@KRz0YvHyNvPv6M
z1d7gRInkn%FOSLvi)M?uv4o~e`#4l`XEFuyd3q~LLkt(<sQgU3c)0grV-<!2!yjRP
zy)lS#4#^kpSSozAkaa?2_{D&QdH1K`V4TW0Qezy*wl$fNGyZ<81@eUm5P%9j8~5xM
zgLl%*GRjn)muoCj1$1dzDi~Y2|Cgc;_So(Ev_1^k<wr%xu41n=)AGf+#92v!yGvX{
z(yl7~u6esBHjy|COVP78Ol`&tb}L=;^D0;4<F)>eg0ck`*V3mk?RJNQ{dfC*&w~-i
zw}_&i%^UK12htw3U#&`E8%_BLmW4^JGl;<C=5?Gx4@h^MYk5EU{>O0n8SY|)ZXojW
zHTuC9n~+QCyvUv|25d{q1LD6nz#SIe#^mRqnSbjhar~4~VZVS1-@8s9p&6eq48=xF
zI;CS%c{>u{Eeg&PbvvKELHDkYNG}g?t#;xz+<;VFG(J3dSfBRmslM?jv*f@$SoeUq
z=_r(Gu0K@Eq)49ZW6nB?nE}S%4%NVz4=0W9()s_I;Ljk!qw$D8|B=svyD4Kno)OLW
zrY<v8>KR$b8b#GW@sTHjnu>oZU`2el{}_2=(CY(nz9x_~v`@0YhnH@sz-$RwTx~+P
zqeUG6V+)7=W&yUk?fv8SQXJwRN9QifYWG?#zu9bYTDe&szj(=;te)>+7}=9!Uq<=i
zD@@ZQMFm;;`8^J>-N=B3A#+PQ>6>H3n2Y2Sh3it_42EhO3CD^`Ss*)cCzRXrzXJam
zP0Y|f9&e$0zV1}ET(tSv#m=pXW;<iaM29hW7?9TS%mC98g!N4nwXE8DC8Rz-+3TsA
zOai|xkSRGSbfZL3(qfP=7l7h6ny3QV%jbcHCCX*-KT3Y<J68jsQ<S#8yDg(g-EDF*
zFs<}{Y|;G_vn$ujFJOv&hd?N>6HwhI5(;e3uz)E*oTEoOir&Ow`3AsVBYzE9+-~%!
z*=F6fxht#%x^EXQ@kb0IEP(rK8n*Rtp*>a;4+-a{Vr-n|FvTO;!w14|Bqr7Fh>4)2
z6zg42ohk=7IkMw?=(dcL_<$`V-9kAc$%;}8;)@Ecyv^XF`GJKsM21%Uh>lTw_)oFJ
z!K9D9RD1$Z6Sv9(a!#g;*qjB#jtpSlx)DCIhIKl|Vaj;Ise4(+pW|R0^jA0+=;z~y
z02p@n06Z>GmVqM`o=qZNJ}^n=1JR+Cbp-8m!@5A2;^&h^hwDY>=`z`aC&xy`*Z5r$
znW{$?n5H0#JX`~lb%g6RY^{gB=MxRS>dV=(i5QR?v+5t0um`n}k-RHGD`hsQQb2av
z@;QKAZI?XsV~iQ(JsKCc1+fXRSx%O}E3K8N|H!>&O5_&USVjrm>HRCO<lSG)Hf}pG
z28z_d4cg&;%<3@5RX{O@Q?1JQh<dI*uj{^n`*^AD2ajIr%F;-mRdMp=8`T{vh1>YQ
zqoPw7j4C=#*5PFl%Y@-}I6r4Zb-^^&LR$59Bi4>8m`K8EAfUJJ|76`;w0Ay7&Yjtq
z$*u@uQ>REd#0glXwFmuGJ^B(%3Cu;M@ZDU$+W?)ea_Oqod<vh6VEWQf4=c7eUF)jt
z7hu|wk@e>HNGJ2F_U@iDwoDHb>P5_ZK3I2@y<<g>W5a^tYDMK!!7S(BE2?`lZZ4#?
z+;`s;NF=%NJ^HkzeE#cuCe&E<T~%Wd8+=3_op=Knw&g3P=<VQ&<=HgmZP||>u&T^>
zmJz8P$GBBCSmoA2fB!`~<+RxyOz?E%B15^I4v(+n;h)hdT446eFHpP9x={*Ze){j~
zx8!WK@r8uX9#x#Nk_%5eX~eVT5`RlFOmdZp@#8oFe@a^uPpp0kSqt}t50O5#qg#s}
zIs=&p;9lr>V*eLA(5|>z*RrxzOhOLvKhl&y2TztQBZqiE(iSnSxOe!@p@&5>j;pxX
z6-@JSu^V4_S^la)vJ=e-t9-usN*IRpeXC_PH^EapI<JO^g(u0?Pac|oYjCo@@Z^){
zLa;9=Cecjcgd@{Tfk*ndc^J(*v^kVrc?c+KAyp@1w7{6Fh=9-9!TFlOaZoacr{#IF
ziHG>ALAi}gR2<?L*bw5kou2sJPDSXwIr>i>?6}_HWn?kjM^&xBKe|H)pBK|*aQXBp
zg$`yW>Kp2@3BvvhNHQVSiSw_X4`9hh5v=%VS)YB}XldSH;DoS@jA}<#$g2tIsjWVN
z3j7Y%rJwRlba#Fo!)0&|R?uwzFm+X#fS|0vn$e3aAut?H$!hE#2X+!y_z~jyUK?2#
zDYk3YU%PocKT1sIkpeWgex16E94|(nbK}5D1?^$RVhzWy_Dqr_-KP)r!3@i|xF@XM
z60Jcl8$et_-Xm^a`+glgkr$m!=dlm=6dz-WP#?sC`Z60JYaUn5q@n1V307Gtpg3%L
zF|t0NGZX03saEsG228@oeD$h_Xw=g$BVY5tf)wcKs=ZIBVAEb1x^sG8ET$Qz>WKTI
z1aNC~t(}Wbj@6%66VC;ADkr^E`*BjMz#Ts=&K||LNRV&4vO;HP;u?IV78^OJ4)w!y
zChrZmTKO`F8kMo)z6ji+x9-)1MLZOTj;Estuo=jKL{HpgZaW&{JkcK&=QMG@_>5w#
z6pLiCZxq~|7a=_X-YrDNx)c#qJFDV%#s98r|M5bRblH^t)HCT+_MXZ}VX5&-U!UDk
zd<@$d8(smzaz|brnD^NedDp`*2Cx}{w~TD)#E^#fht(iPu90L4->|mHfN=uD((#YJ
z#A1!kR5^3a@Z4#*S+lau&=PV&$aM3mlo1Q*dtWvKLgDu>xOzX8w7i&V-e)xD)XFb{
zDP29=))cUyCCkV`!`o<q02Fp=m6<&o7u!k=Y=R)>atSL-rePzR7u@gnB%wgq+1NOf
z)x!&Cj5pTGy1HGCB~x4N#CoeTd)doC5`Kl^>A$TTr83$zQoBOsy}7y>P>L~lE*);Z
z^H}{Zvy*5jucFpb)eb9nOvJLCZvB?dQ*e+O{Xmm4efH_U4A-a9W)}jjhZV2|or?}t
zCBW-y;E0o4Hy(I(<it27<yIriw2z1Kh@eNLEoHIbOi#G2zWXyn_dPYzquS}egN7kx
zXA$@^=@gkKaj^dQ4BB=@;jy0c<^LOcmWm2Z?8L)|UX^^cLuVTDmHhU##a?d@K*24)
zwX8J77KQNCG5>z-Kp+B>O+?_XTT155HL@eUX(FLvW;s-L5hjSu>IrE&xMT79?|K;h
zD@q_3<+Y@bL!R$5MnjhStk|>>AID=(|Gk^7fOC4|FX)B-e#r49+E=fjq(hq%`W;mQ
zfU2wAr_Yru?gbjfJZHn$4uX^)W{I<Ob=bUnr{PTi7P4k#6SVhZw;oWrWt8cdD|cAP
zV$p9@rZ3xpSAAp{Qx}%<onokp?Klp9ie(Vw{8O$V*l2wsm*RSUj0VU(L{F2JhIBw&
zDYnKmVbAh15~(vauzy_CKPZpZ<pnR|yB&0+Gc2&!Mu@ff$(HC^&*x%)lD++W?$*;v
zhH+=L9fV$orSguC%gDEp6iu;|kIuE&E4aycG9P2xecg_wvMWR!qKhy6=43W(tMd`1
z>4o*zSxgW7x(Y>2@(L{i=vdEPAuiz}JTOlr)nJ8HICukI)`01Kfp0NW?R7u2{3M8H
zWeDNK^B|#$_|l&-tHmFJsY_SM69S~u+y_wjB`Le+GO@ThcT^22@rZ*<w(>P}ZX>ep
zh5Ox7e<;sxm!Tau61&>Jt~&k=J%a7Zb~$;vQ#%dUj^G;UR<_i+bo83@im6G-^0<)Y
z8plunjaKW!GE*(~o@Vpfh|S^`ym<dN*a&8lxARh71lHHi$%W4o>{VZB=g$FN%EF<Y
z*DQEbo>`uuSWve-tiUjaCEzh^hiiy9zSW`ro}^C1VWMgzz37a;B_6@YG#$B249p7A
zsKxHA#w4<wl^*<v28-B$ZEDxPeOx4*?xe2a@FG2lY}k)x=wiarT+Y*b&dvcc?e%$z
zL*g7AkGuM<A$nNQPem$Gu)X?BbC<(sv@Mq*hmuQaKl8_RPFSG%*e7xb%xI=Rz;~PN
zl&++~920m{w?GUF^v#IE_A|BzDS@c|jpiLNCHLGArH24d?^kXgXDE(4_G$QM2T@ur
zWD~T%UW@z9V(wOr=m06*1LE_nP<*GHRdEsz-xVp*A8lrfz~d!k&lY8Jx<tCCNX`y*
z3fPK&BVQz2;WS3ucx$!ZyfOAMy~*$l*XMk~Pj{syqeNf`AO>QzC0tFh_%EbpyrqPQ
z4uKI%1%Xh{{hEQ%zJ&Q!zDURadn=<O+-dmoi(Btgxen;j*`wyghW@^r@7Zn9|NE11
z^=oi6tH(BZRQL4}`+pgSo-I07)wN9U#?4N~X;Abso!GD{r4s|``012$A5%3Bf0HFF
z)XNNlm4C!z{I5InWYfTMHKb`}mTc`O_`{PeU-U(i<Qh4jtmVRq9N@jDJO|#A%ilRR
zr+wKI$ogQ>!D5aDb2s%c%9J3+Iuuvmmt|xwA<;bNn5w7eJOC)P;Pip=9wijbTNxbD
zxvAir(qbn9t1MZ&HVclNuf$!S_dB&eva*2fI9ioq1nEjjGR)q<yh=XiylDzXI(ZC;
zH7BO+gq_j?L_Ps`VS0>kyKDajI^>bZN(xSYVH=~zL3R8z9wT4G{=aeTFJHGjS%QLF
zq-Nz^c5ub=;+Re<xJJy?uH1Kh=W1Zy-#oA0%Xq$j{QZEI1U7t04E>~+GI8KmR~t))
zQznn`xq$vgX{RUu>Nt}6x#txUyQ3Y^A1nJ)idF7K=Isdm|DY$KT|}^G7OLg*{E)4u
zMhp}<ig<LxPBDYYky_()?D}s-e&Ke)*4_WL4t^_z(S=`8BM#0dMma7#=0}gl>`f+h
z5APo->A*(MP|8fjAmTYHXdI)WbMJpo=#>6=aid;k$p0!$+>xx<HGS<%D4!YME3dy*
z4;8l$7wJ(}H8e)}$dW)6z^qPjMCuHzkcPPgt?_c_5PV6DWLTUZochu=irSx^-+l1w
zR&KXo9~TE54Li;ZsE4xfF~EFXViYU~$Y^%+$Ve@YrPNW#5FxGX(n!@J)O6=cC}_$J
z+kkFNHJnIh8aOu<z8XaZwS_%YR}|d6{%MRw@@XIqYlU<vS0?as{N!59JQhb?eXAHq
znRG~`*vy=TC_X#rDB&elDm^_8Pny%v#mWspr~hS8txI!<9mbg98Ep7dty*H8!Jj_R
zB#(RySE2b6#693w+{E4BhsVDGOI~K1`HYMjxMY!m#^K##3Xhs98P*qF8k{N43A4nf
z;hK)0O8g5V)-yV^CH-Iq%wJsQzO6oce(Q|7tn6j6XmTaIRM$N(srcRb4TF<`w^0wz
zM&R$>vGWL+eTYJ_*u{YhG>n5J;MeD+a(FSSG5osj>b~*Wr$g~G&vOx4oNQU|Lc!%^
z;*ak+AJ(qBJyDn{kdd(OfvR)&&CM9FjV~Od`<&ARoX;&?K`LWlv7r2QTY+(8R$DMD
zS64;!JGt68Vn|C(KgH~pWp(bm(R>75{S?vbr<_8*Wn{kGC{n+pAwl*Zw=mjt5R2pm
zIdA@VHe6escdE00ZLcud%;$Okd>=opaHV)4RY`{K`3Sh}!SoOvHrYg|yVQ;T)fN_C
z_t(h~F?3=~z69TUsvc`3YjhpZwkki^1$P>rL)Y2UK)Y%k8n>W+ERx#_g@fq>)-4X-
zJeO`A)Y!bOPiJ=3`KwM+w{s$NUXq!Cgo}L>#@xg*&OtHbo@x8~X`K0h&!!AfM$|Pm
z(2%Lf;xA#nA7fEIoa?!2$~A9%`k~CO(DNs~)y5c?8Yft=n_l01xjSR6Gp(*sYQ`bk
zSH}VnJ*O`KVBzTangWDlF-$*_5;&SOGRLrKPIeQ8twUycCOz75z0Od_HcMQ<inQ^a
zMa5aCU2b=+vY?K<F5y4<)0~y+#@24Iz(Fr|cG7jVw8kjQh8gcr79WJEE-C(4<s;iK
z8f0H<xpejbrudXEb2~L95B3?J10u~M<;A_pzY`BT(Sx-ozgn*0<&{bPBXnESuW8fV
zS`A;%`L|S0=z1|DmF5zzfAAo8hbZW`4~53x@hIht=oCX55ksHd`W6}}*mVC5^c2J+
zVUVzQ=w{I;JR3-WM{I?%GN3+|&@8uj{;4FS&QxcVrsFERT-3@rpta32S(3cf6yde;
z-7_8lnC54Psk45ZYU*Y=*ij`BaEX<aTaGKAGPK**@zR?mW9VqrDY1_8$;wKUsuiUY
zZBT7dohvAK=Et7UURy$b&|G-Y9WvLgzldG(94KDPv7?94D~kgzNcy2O9*m3~$}w*M
zW=LWhkS%WP>A;7($Bh0mi->L1(^uS_;S})h6ow5;J!bp*X`{D#ic5kvtt3EbRBnN{
zW$I6h#EBr4Uca!fYYQXC%O}#JPSGn$*+9>u7q8}Rz%%*{%t8`|6~u)DlsItHF>Bm|
zEO!5>dc~q2a9hXC8Z0CKCWwo4fB5WPWLD<qh>E&NSBt$AT5Xe{Gz`DNm#1Uodo>@2
zZ%P1gyU^w>7HOHyhninOGo2*~UTimYeJ_6VO~TF?ma3qLLW-)DB?!(j^1<{mkg?Ro
zH*wE!%!+??h9I7yuq7}yF~@R@VRxxjnLqM-E#WMG`tK+2_l6Yl@~`E1PzAQPI+CaR
zvLE1RWAfwCm-WGIcGyZ?k@%hD<6uUi7L!)7*g#8KmhBvtp-qcal<66h1I03rUPaIs
zU{R1NPbodoZ8poL1iplr!kr-|%?lhbiKJy%^Ryg8Di;Ib^`ocYnsu-(&^g&&#={?_
zQi~}qBN*k{l<CBkcjNd6YfjNR3*UN8lk!Wn=fLMkN1EB)fIr#itx`#6QpsSF<enSt
zdC@-PM#_jjMknSnjN-3(@L_EUG@k|d0@q>oNTupFcEWvA-L*K|S2KnzMsgJfS4*8y
zI@9MU`?9kdbE(`Ox|@XusX6AyeQUVE2m<VJ%_Halgeb_`=h8MDNUWad?A-(g|EPGA
zcX$n0^0*%>eLl{-8fGr*RH!N`wuv!iF<@9izPa)gr|D6yj5ngwb?(BOsx-q)>749&
zmndb;ekDO_)OWEeVs+;<ppv9NOSU_Curc8X8v%hc>o_Pq947AC>9oX+ROV#-6w&(g
zq<$^RHp3RreQK3yJ>5+^$L5yi1A`qGX^#QYNldeie${6=`m?Bb{EdW%+T~d*j;M{y
z?|rug6M^>4EvHooW`N6%G9&v@wjFyTGm^)^%`miRh0}jO9P?G#O24gN)0^gfu4@GM
z)Z#^QWu^n`t4{u187xT&a!%G|2V`1I?yCz7c$0Q`6~30%(D>U(|FR8R`FTAepOBw$
z$FE}|<QUP+2iyAU37O?3;fNUE)HPNeMJ|5~-I4}j7e^IXxIU7fu%jx%i)?*6ou*mN
zZ<t35p9hbKG=Q)~e`ka%H~KST@ysIdT9NVCnK+H2oUAx?vBaWQRvg>7;Y#MuA(y<u
zTd+k$8MD|q5vs`2>O6Y9vTy+#(73)5FpglIlwjEYX|kW{T0RZWM&U@)azAUT?=8r<
zvjcr!E)wmg1)qnT1wVq46Qz9p`ZE*0OZD$ap!&%yEVc`#GSwB1Ds8pa!YSYWGKEY~
zy%3Sq{n~O7RQw4v^2d%{JZ0~078~mFj=ZAyXcWVHWZucs%Dxtl1HGo7MF%v{iur-3
zuu#pst=-CSp`;MU&9KiIsvna*Jxld=(mniIyBl#FF=Oa-5fRA{U1A3Ka4Q;X5bLm)
z3MW59oT|3gOW?bOe3V9P7%s1$cdbFSW0uqig5DQ)u88Y`Rg`HWJR<cPTLg}#Pd~5a
zq^mddT&C$MoN%E*dSw|QR5+2HL<5DGtaCkpVbs97zp<YjZ^_c5<ke^CH6rYPT=TFT
z@1q-Qc*Wk>jDqa3?1L%ZKFB1W#=%{_X4<}>T{fPRX>J*~Zj#o>8k1`N(mj#B{A2(h
z7;Io2aO{J<G}giRb>d1|JCG_DCIvL?&obg?E7o4sR5s`K{hn~&g2({uv#JRQDvr^K
zl*{RiJ@qPshOa<D8vHHueRW%arSV~hxa@kmn9J{K{9#+A;gvRz=7Id_UYb~=371}C
z%=?8BmY)?a>#7d22EtHFEhwsiIh`{MWlOBXpT3hG?bv!%CTsmsZFjB@``=aM2S4kd
z3rqv>w>=UtC)ns%OQI#*vH>UmTEejW)Ee}<n%^;0bl^mW7MxI@3uc^3mh53eJhv|w
z9{k7tSl8KK(R;aOe#x@wz>1YrZ<S~&w5@kDP8Z`iDK_p^Q0~6lpcm8oX+c5Y$Wu`H
zhv<PJ+I}vuQ@3mxE6`A4Z1p2tPo(|0myNu?v#{cHd*qZ^YJs0x<ulM{)QiBFIr@dh
zV8__WO&zDzyWnQp05i`IlILymU_byp7JS{D9lXp{WAfof-P-y#zoku7Eyrbc)Y*u>
zWF#;Y^ic0WvwNQA&EcHI(qW-T>1t&pZ}5z6H_db(XDdzu5D#R-)~SgJCH>fCbsBc~
zG?5f&^eH{iwnwh>yfya_vfzmOHdEae)U$BErX{-t>QmE0JNLR}lWL{>iEqCm40XQ5
zLA+P4nT{p#J|FJ3=F7A9Kat?O_as_PiQ^72XCB3bxr%X_muVp8EqL)Gjnd8CZViQ_
zo}qek6nI5^=RCOSgxVU_TTUIe=sr3ICa%oG;tY_2TTRq+CdXBSF2QWzr8=PW!@Obe
zslik|UoZUN+il%p)nONVfWi;2CR2HVUgu=DxBL1}UsTdxIsc%)&4d(ee@J1PuKVd9
zXCY64{vo^Z#w|eAOElYTTC8?U#C^^}lJ>JG_x%TO_1Ahu-H7#xKn2BtmJKh_$|{8K
z#p*o{vvjpFd**z8R=*fZNu@N7^=b<1hj}`krtqFHd7yYdOj6yZZ!Uwkzj4j<zWIV@
zbL2XS&=K(&z_5ezt^}7-c&olmR?BY=r!j&9r(R+zQt$>8N-Q3wWk9NoXfnnE%-a(5
zv(TQ81;|XUDkZC2T_2C&epvcX4}_9E+=S(*Nn4>Th19Ksmg<g^*eULKWw!C65X-I4
zbzUm`U~7Pk7$}r0)FA3=mg!z=kRX;)16TAe<3zKTMYpFLBajMofC#+KI+Ci0T$M3w
z*>3H&d@6ORR-f|$n;=V_q5WAD|3!!@OtO?Ss6)I}`{3Om+i?k<(WRB#>$!QO1tw?@
zGEjb!5oh(Z`N(Vt=SiiqsxuC90*0Ml9BF!rwFr7Y$t6lPD&9yHeWH3~%eS1*tJatu
z3&z!T>goni=18C~^A=5hwjpy6`$>|QWU-~D(BWr4bRU*}&We|g0*e<nz^_Zib9lRN
z?Yyh`9kOqEI4^_HrH=Y&s`4~@?DEy&&lg6%gZ_FsA_Uakl@v3XGL-RMqJZf>#M1@~
z)BdiI+5?NAA=$TtzDGzX536OeLFvYx)qu(=UkV5$A(M*}H%mpC`RVs%!Nt3L?=5ev
zY~>oQY}VDN+o75{_G^C&uXU~kYk3;*tcZ<GK?m=3D~t8oH>VaSzxG2tCj-0m>D)%l
z(-@tS-JO|w9{LE_kvYYPIcqP#6U#_A_@Aw}NwLfJs&xeH&hua*&-DTlpY^xwamT!z
zPRCDgtO{-n3SWeXZ_ZVIh#V4symP8w2U)lo(B-UeiI}+IW&!m=#<fh`Ea7Q&LdMf!
z-(erL|94?m$C|6-Jh-ddsVi;V@p9s@^?xsCa}o@=X#5rxl+qta_GW>=$MU=%@h$4r
z=eg}=Z2a3%kcWczgJrqkmo_GmrvlW2g0F9_Z!f!wuPtOxWD#Jx(cpFeH_-3-y3IR1
z+GV7G>v~k<cJJr5?uQD!7yE6l)Tuz{<JR5)>F3UZx2wtT!N&CbZ`gEBM=G0#4ljF(
z1YN%)oF|1|A`IR_oZ)=-X0om@CCXP_cdzi9+E0apZ)cnjzy;}v!=eFIzsvZjFan{Z
z{O%XQ#X;2pD*V`8zo%w!MD7L+USpgQ`$Xkw-Nm%`AKyeW`jy@~yL_0gz8i~B1#cb-
z&vh3YlXhsi^pL&yzJFthM|JWj^9GAvpMQzB0!@zH%DmC!JVmx$yNW*jA8~IP7FV>S
zjRL{l-QC^Yp>cO7xVr=kf#B}$?(PuWoj|bQ9-KfLy-m){H|NYZcb>WP=l1^5d+%O*
zY1Lb`x~t!kUkn%K0MSQB7zUw3M77;C{p9|0vln_Pk~$pIM79$6c8HO&@vvO#G@9T+
z-T8o-t3x8iyeIyE9k{R#<CKhWFl*_ur!e+g<n_5qcjLYx4m059SIwsQbEgv~K<@-+
zm}GB&Cy&vOr2=du=L?Fz>vhAd#os3y_o6o=2zJyTW(03h+B^|D^!z*zM*~G74Msxy
z0(~vdaoX-T|3{>HBWV3D+4lBRh|qsY>$Ib%^2ZK%S!zTKXaygCOzEM`uyjr5@l|$U
zBi<zLVXjyz1yJ%o{wX=($)y!M^eeqWQKH83#BJkRQU~Qi%^9G%x=TY#+J};2_K2v>
zX2k482wZ`8;x(rC8~1Tr=!2v1VjcVK1RtpGJpzZ&cP^+yE4c4he>I5Pu|zcr+!kt@
zaW8P5pnE0HZ0J3DZoX1Kx}<)|Vs(YtYxwh#Q;A|_86kA|_>RPEUoDNW`Zrn+yM*zR
z&nT1NWj7BzCL8jHF9xhLyoDb}6)1}XD93-VNK&}~<{hLlQ#)3G<+pPo0RhsnY@)SE
zGc?C{d`CwQeyO;aKX1i&Rnjm!l=w)VvKN^!dr!Jih1Bt)!4c!nKJf|(5ivoQ;C_-P
zE|-rqpgq21!F*+Ytm19h3QEvNjIX-7Mu^%(2@ZJ7+mvVNx9j8W_;YZ%E9C=#p$WKu
zz9Z<<q7}U0<<QmCHQT6=B{20L0Xnye!0ydR$hitN96lS3h`{Z|4&J#}w)spyU5@{u
zG5zld5ed0o1J7S2Gyf~DYW8<hQYSOpe=v-yak7#AC7Aq|G$QQ(!g2cFrV-)h<ouU3
zB1_s1aRhB>ugu@xO#3i@Fp(2)r7;GB#pK*U!J&3R-1IZUZ;m(C-UHHZLD{IDkiF8f
z3pnj^7X7UKSw)%n>iiBfc7~PDx}FZt>R1B&9^0&9?0bQS>sHEn&kM2zoX^Sa?VY+~
zhb&ib)4OR>sMIe6+{cfnr9jV?cJFx}(v~&m<ajlHu3r@+zXy0`pbJWDwRob^&W#0_
zq95kl>I4{?TS33CH2SVErNA;fZ0)(iOw#(AOFUI9s#zmcmCDE7bAP=j*<1)W(zU8s
z`an20GxDP?%k-rC7fluQsb}1i<f(sKGP&$QVTQsV)Paa~K!0bo<))I+XnEs0u|}y%
z@Jho=fw~+noT_or6pTAOlA^E;f|}yP?Ds94iSW7V0G;aBKaDRqk%FFh&rS)CBKp2H
zukuKxmv1s@l&wux;M{mzJ>jZfEp3W0`njv7Aw0F-j2I_pRGzP1EUH)u3f$DFp|)zU
zXFnqt#K&l=;jV9dLrDqjCI~n_zD0=;@r=sLdT}~LBl#?&fVv!<^o^ou{fodX35d>T
zRlR4PGGKxGcCnlX4$}AMqaSghDdb2uC*Ap=SWTggJ!`xMib%F19~gg+x2fjsFR(C8
zx1M^sn2~!Mj+f0IBl{!awHp^!c7GnVs>Q|Um15p5GZ~a?&NenUS*6Kq8GYg0b}!e=
zH{Vxua}22BrVW6|X2dmgb?Fm1Pa`CQIG(6G<WC~B7k^uf2^oYC1p4Ni0{=y(oZ}DG
z#6deHTq7-B5wV6&e!JU^kcZ3Uk`#(|k@4T+93PL@L_FjfG&Imdo9zPWmm?O&lUpi#
z1`g~DE~2y_3{ix{#ZYvWQ;S(H<c*uZYMiUmmS5iot*@(>6_Z7Hk5<p|ULX6zaG3`;
zd`xLIMVe2D8$!Is^>Cbs%<h)qx%?4=s#)>fw;)FAT(Qg_zQcRhAf>aIQxd15;{00#
ze(agX&kvHa1Jt+tdcILzd&$Kw9!D57>j4uvs@97bXoW}cB`A5yGh9XJeQW~(onLU5
zhMwe|FmCd3gP?Pye~OGo>j|J{Q@7<MP3A*0`|!-D^GCzsXz5#He0t6#hw4NoGt|Lc
z9ug*l8PFCjZS~KxBq<4Ixsg^>&-}fn3N$uFjP%d^<JqoU{IyyK7Uv$X#B0zV_t$X}
zbf$_w6~~|I;6m}dNa|%YEg_(6$WLeC%@0P^$#NJnwUf4SroB7Qq8S4DkgGCt63OPh
z*V~FPNW{U_1~i^mlnqTxYbf4{rEat&FtDl}et){gUO96-2XPyg(7s_~ZL3BFWb(lB
zJL-BH#zYoRcQnpe(L9NYpchOZkFrj&)SyX+xnr(*M=zK33n3&N^ui{%qrLs~61%$+
zh2?lMj#0)ag07OLX%XTKPaGyrgP1){Y!WGEEc-*`K`?EWyFyrLX-D7X8vSOP_hE)F
zqa$;ixe2ysfGYUI_1kArs~}v#oR6@0=8^(pS33&X93=zwV|#W|^()<{saG2<Wbydz
z%-S3qWZe=~w&@TG-?v9e0Z{vqi=ObVf8>w};q}JnpCDY+a3p&VZK*zl*xz`FM)(i;
z-*<Y4C*YInv0RHnC3g2QWe1~HTMOI|l!Yi&gqb=)e~~<KXb7o<m35?ZS5h`(B4duY
z>lN4Mj)-hsdg_kRjzjeol_IEB*Jvk*1UJF{NVY+@V;L=UWb;d--#4@L!x@LFsGr#B
zR^sc(PerZfBXl`dVW1-3TV^85;Mk{DBvOQB>&gB;+Xi?<TjzF44?FpD)CvFZG5Fcb
zG8(xKsFRd-KWbKMl|!u8XGOE@o>mV#gMmjv9UtWr&+(tkqTC`0{baJlxs|i24->>$
zR@p70o<w(e#0|kUICox(@)f_|RjTb)Yqf;<O<~Ph*4n4Hqh#yBKeNG$U+l}l){fsW
z5$VN_v0#lD;`xTp;iv5%+wcsE33ajumBM2qF8MzlDe<8xI75P!-#J5D3kGbZ2x{iT
z3x6iR;`lx8?Jddmbh{D=f0rrN=zsJ3+b+SGn+!{!Lg(+_H3uq}xYRY!@zFjk2#0;v
zj<eLWGv^2U2S=YMpJdmY_Jw^FSpxt^7>=i;&fT>8eNv~=(HJJis?k;jFrHfEkA0`f
zm~64_U)u}((>q~r{rx`H5tN~aFw~xQcr7T^32lvFhQ(s}gT6UwbvbUg(mHk$+Oz_(
zq<OK+=CSV;(IlV|S4T3(F?x_prFv@=z6fU8hC2kcAvxPn4?cN}PHn+TdESYqDFtWA
z3JQevUvG$B33Nz>B_S0?PSHU|rD0C`*i%nMksKL+6&{c$Q`3Z;;wsp0(vKw^{XDzI
z%2Q%t6B`l$W0?c`owX&`SGhLX4(8)0#2F~~jUub_;v5?Nn+*Z~?EttzWLQr<T<t?A
zZes3RJFOR)QVnAc$ADcOFW1m|W|XzcJT|9cq_B^T#$P}*lcYokyPH#XT&tDP`h<+*
zMTy7zM#1ik(+u|CP#DQ0<ouZZDxW_`jHux@5XDQu<RP=4Bvw(I_LlgQ%WpQS;U3RR
zxFzm3G@H&kmUfUw&OIPr|8%9}C4(`qr20t#z;+2$p3h$25M}F>hs&5kwxWq#f{JGK
zP5%l@3a1cOYadoL18=SRSv0i#QAH0II5vf+ewk4%ysMk)kmHkr25F(*Q&1X?IsYcA
zNTkfqzff=7Vj-#PAxcHx^U0@XY{}z?ZVDa;2#4z6G}Zo87A>Vy(83!$`Ikv@8Zp3b
zyK@g~oR3*&9$BJJ{uwEVQeMhs5^yXv7c-tESoO+Q7^~V2!lUy?L|LYAhYyMec8)ZK
z#fy^d=!suD!GjX<29pL+bvkx9I)57_6F{Cj8-p{YY02#RCSTB92-Av%Tl&I~ov3;S
zQ>v(?JW7a``W>r89lB+xt8$3_8m+`GTfp*!J8w9)AL1;WsWcrfmpZ(vGo-4+?ps%z
zxLw-yYX=;o@^I1@sL;EZ1SwBK9OcqKY+p=%c^(ptME83uLJkU6kq8OOF<I5@Q_u-G
zYW$d|Otmwq2zH2s>}cB$l~A%&T%<aspVYLNquKlDR?8Z#1Uv!uzg;_LHC~!o+^xK;
z(|%sIz|3rim{qYUT`|*TS6jB=p(DEX&sinGGVx#j2B{9*o>S-*5%4;)gXUoFSEPap
z&H!7|7+&PZ)Uw%#K?N=qrCGI7H`n^W>p~|%KU=N!P;@o9ENSl5a%nocY{%UzF3zf~
zf=RxeZXTOhDtJ<?1#F~2eT${-P-I2td=WcR;SD!Ys;63kJ<@3V!?FHPxHQc$IN*Rd
z=Q%ynbd0xd=pg)s#3~%33Uf7%RU2_WSy#92N2<$Jdy|jqc1Op}oPp%GPd$*c<s0=l
zKAOoFGxZzh#EwY|4m-lT@H`~hfgJ~Gh(R1jg69JJ$igY}p>^Yg@ovrN%3E#{WZ2|E
zs_n_AypekBR=WIFLeAq=5OjJ-#8m1HN2O+B0J@T$uJ5~i&qBb9(K6*%if>>+)NW7z
zl@rUx^UqG~|AvI0?SDhU|Cibw#Fzi?Ec}0cY0&jw7XH7S?x2hR?=<{>-EGj58a~dT
zBnSVQhM)ak#`+(54E~#J3IC|*y;uLt=MPE}^G}}te^jLI<6!1w|9_`K_<yP8-?IYz
zr?d(hHVzhUOaOONdmHorab5433;t;@!bkeIkD#eg<6<TKJMj1O|Dea`<RxYQ2bn&L
z8V~9JMXS&8FSPpq-M)pFjg9SJ_AMLQc5y^}XfFX&uM&Y`cTx(YPHn0>5z~#ZkZO(5
zLt(H5_LkIm$>YB$b&20{8x310<JP@Mr){N@X$?0m(k?41-3*j-`yQ`sd>`+|N%CGU
zsv;DP{jLwRX9I3n8$uCSb$z`3y-XIJcDAwx2Tcu&-!O#dj#j)D)6&9dwtht1f-+a%
z9D==Zl=}RcqAB=ZI9#0aW!A5=TcA5Tj|8||jOO?1+#Mffn37c&hvTOz4iF9$Gzt&p
zfQws^X`?-1%-bSah4_S5aHKqn&_YYG`Ai?keCZfxsT%FVwv|Tp5fq@*Hz&v34~{$y
zv^~u7L%so?`Aw~N3#=Z~*AWK<B#9hteaLz{xOqThnwPNnHmRU@I?O70TIV8i^y}@6
z;@i^)>7?b?pt$|EmpXA+s`|?I5UqH>PL-LjO5Ob5(kA<eLPB>j7p1K2y`NkUEpWV+
zqJal}9fI9K!fDZUNxSw5ww<@B^2=S;a8`{i*k|WEvx`ro*F*U?7L5KK%yJFi(*gv2
zd6%L_9jfRb`(s)R^NZT`ms8Rl^8EIw+jx^UQ<#{nmx?n&_e>Csh`*a5HsSv`6#oE7
z_jtXhCCyCs4S*r+hYa)j{H-}<L>$%n&vyW|RmKYA0o5!^;7P_8ftd;N{Me)1n0A*)
z$44?@`r)IMgX>Pg-r2B64NpZYOK4a+5hD_^vWe>Ns-PdbvtD(!owEYZy86}OlxOa)
zX>lmDE5;VDIN&5=4eq-ql!ua@XHX<$$F#O5r^$;sZ#U5*LphR^>A_C0d%oMqm~U?D
zf8YfMpw)*ZBUe&4FNHN?0QT3hG2U_r=?iIm;B3e68|Tj&p92VT*ZWfsHl5il!ILYG
zF}(34@INXdndKK`8x?;O#_CWeK^{4^NfC5~SxKZiGi<JIp1+A*^%nFHogEmcwJB&J
z`hpxs<I6|zMv=j~CSH~S^@Aip&st<U6vKJ{*^uZnK{~4ID->z<R3m%b092U#FvQ%@
z@A_;Kq6a1$J((I_m6564TwhJpaWT?bD1Tj{-Q3RIpQCex#XFGD*&V~xT*!f8dDTKJ
zH^44T_<QH=ZfmOQtxzT<JS2@{mH;(b2GYX7(U+2GF|0YE0^|?=^j@cgTFljaBXvR3
zTBZewFGVWwK{`ieGIIwS4vtq}v^tg=K6n^A7wmYGy5)NnhG(zPvc7Fk=au+sELWv9
zHjwsE<;X(WfUl1z^!8GJxBZq1zv7F~Ny_)ZyC$NyAU6;hY8rczG8?-Vq$4$jgZf->
zrllw=VFbK3XL7+V;C&uav!jN?Tm(BO+vxe!Eo;M()%MO3Sj$lNA?u$FeN3#{;p79c
z0yK$*J~3Chh=YGJ0)wg7)abno>s6jGM{H$Rj$BQ#50a@@OLwkW`6dH#$}RAWum(Lg
zRXe7ZZtj>u4M4U8Fks%TWpYk#h-aj6!l?7NLs5DyXJ+}7_9GP^NXAO2DAa$}*O*{=
z#>c5Oj*z(SZsZTB=-SSn9xKXIrx0fkM5>D1S9aFsl>6*EwUzd9BY9{<W^$W-z6?V{
zV_`*`uSs3^K2Jy-kFKZTb3OL)cQm7#M!D-(!D_8-5~zL+{AF0$=FH2<S>>KVL&Kr^
z400*LDYcfJ(#`bd@KE<iOcz%9@4;Qx(>3I^!2~{$<z{nYXo1M(iTzkLrWJKP&Kw8d
zGf9Cn#*WQ9&TQ0iLpvlgwL3qVvu-Bi{0o{z94{ji6v8eFsctJYE+S%2WO;eF!145Y
zmxWebSljXStS2yYg6V_u@B=jbh|b`Q2DkoXmRqS*-+czd@?VJkDTAG_qVCpxSF@mp
zUSH^{ocAT@7~=s^xSg&QHK2SZL8lq05dqEzO_`Ts9`50ec-PO=gAx&jw6<fw#SDdi
z#iIQMpurm>tWjw>@f1mW41tPG*3AjDQ$y`E(Mxk;6;?AZbc+X&_4|7OJ{FDNZo+{b
zD_9YH)h%evxaKSF=i0dN7T=XRmoB8G@v;%Gg>V?0)~f#TW!3~WxPetkrs8w&R`*(Y
zKT${!!Bn*6l$N=g^A|xZ=c4hb!=|6VzCkVLd!a^S<A(&xZ^$NZa;iprbH+5(o=f^;
zEpw{99c4MffbC(9{)b%K>d)N16r+?=?$<i_i|<Z|##k0SpM!LpD-`wTnk4QZytXe3
zl8H-WU=uZ?RdgKdwu2eI$eZQN<@_n2R%31_@QbWt!#{9q=RADKjF_h@L~+FP(*wtQ
z?yTIhEwFwh&1u1kyuOU8S@o~vZ^erAi<YCcE=Ud_f*+>+BwV5M<!X&D(yem(CNq)8
zrOvyoUHe6HgQT*sBPvz5Vb<)|2&Lh%)$&5f{6sJ*@7eU?qbSAGL`cI&QWVawq4Img
zMCJW0C*O?IfG{kXuWC}nFcK)*w^^RfEzx_~=+GgTU#l)|z3&{nzQ;5ycx6*oC*I1u
zl~cliS82joXsL{|;2~-*rXL$nZt2NTZSexQdfDcI&HLufZi#X07mPr7$1R&uZ==Mu
zG8ROKI*RhCh{vxvS8p0>0LNp>vlW^l<`cIGIaW7(vsrHHX}S3G#1xZ5&Y?*$^Lt$z
zUi6}zE{5&au1&1x-#?aYcA$D&1eq;<kvRpPk`VDo$1r2yZCP82QUJNA`*}`%M|d*v
z=Da^yPa*kLZ67gX2<##F)t4t-osxAQ5_YSm@1op`>maE6IgQzgi}s#Oi@r*kW_&})
zc}5wS$G)+!Qz{SSM^k+xzuk1Hnqb>euRE+FU$6X}`7nx<Z;Iw_n;TiAdi%4-?5o!F
zrw7Tm5nH*pwT~nBruY~+2rmRl!-HA;{&9X=>BoMVuWW04kE0GBUe-5{jR)3yXnG+W
zSvfM<v||AMF(H}#NS4wZ3!dip+uSX&^D_;+js!ZEFwToZGV@fF(>yf2h{l{8Mh&F|
zN#DZ!Y}kiCaqMB~cChhmR|V%$oaF2bM#L3@qR1}phQj*78Wq|(NB4m8ZnG`(6wJjR
zj5B^+nNM!FpJ9L5n_&C$5LUBh71h5O@fGnWQ5$^~6ZGtQEUsTrO_)L2O0+8c3J^r8
zkZ9LNiYC!Ts_ECZT`<9bY+<xCj=7v(tU3^${6wh}+B68dBEVFl$itg(USv%^pQGeW
zo~I_0z}q<uB!<!tQSs{~inZFG5zZd3jbvB_8)b0rA(^q)-ptv`<PyL&msZbMPMvTC
zn3iXcNFI?->e10pPEcsLx4+8^BS>Bvqt`D4Q(T(bNv1Wl8que+zy4^A0W_hPa9L5M
z^C78zBWRkH8}!3H&(7Uz{iJNc$@I~lb+AE9$di8Zk2J>z{F6F1xZd&}xOa&t8sIsE
z?$x|<3-06SP5dCJxEg20_E4^i7--28wezGkj<(1|HJV~hMG{gJ(^Rs5A}K+28LR(&
zGBxqYK}PN;2~W`1ic8A|4fJWo<t}Z%xf!#bCkbjjX@GI$)S|Eg2z<!=sTx0etCwCT
z91vjSC?^R^3&=dSpU*VmVoY{EFlv2!U*f|`HoEo%X^!^(DQoFQ$0_2C(q)ijT#Pt8
z<POtz-ZV7nd}YbRtJ7JG0c=a8VrKm4$+(U**hnY1((IpAy`8z*VU(VyXiDc5irTrf
zv0{U?F~=SZ-P1)BX+@0fa%AJJCFJl9{88!O3i`gxdTbjcxs7XPSKa5~{V+d#$1Hpd
zXU*72igJgc5zyJ15!8mg5Qr<gcNwA0F^GEclQ`wlqh0eLtDHS?d-2`A4A|^*G~qgS
z-ZDyOg-n@QXprMvx0SeEn4C8Hg|1ImsXsVl(ujpN2I0G|f|Nc4edGguvbbzzbWFrd
zStv+bG2}Kpw@zeh&&&cj7gfjqDmDcdNU<@yvfmY365uc;%z%Vr+Uy1&wSK`vgjfE=
z&$KCvd6g1J6v19TKSe8zZL0u5FJ}V5m5Db@+Z@vYZj1GteQ|+EA1jGfe%hDCQN%rz
zw;Ch)rx#0O$X#B=<v>RTX2-hC9?q73UPYyAPwRIhRk_c4LjL``-kx?P(56Uop#Q#j
zv+R}g{MZq*UDsW7wC#C5`TeS27~#rLxzVIQF&8=!?CjET*dQHmidvr)#SKq^Gwq{P
zVgjBL<Q#g+qSQ&5X^WglHvNnjZjc}!!;80Vj;zWEU=1x7!yr(WL&lCy$Z35AefsI<
zhp&F2f@AOm^#Oc76_1S-by|LOk~jt9SZLSGyk7A1x@W6o>?T{2mljjPf{Y5VPylIe
zPKLhXjxE_`!7OC<#I0X{VI!mWY{w|`*9ixC^u(m`XX)^Y3S2THTmmv;$<0GUyUu9_
z^G#-yGh#)>wgbrmN1RcQw2IR8PKV-k@HU<UiPu$v0<pNA7?pa_eK4FcAr|cJuI@y%
z%o)R_`&g7Y;kb|TcOI0S(PbXOU<?Be6g<(WA~C(v#}W2#UB|O=E)8amn9ombRhO%+
zHsA04yNOe|6SqQzp6Z<T{^%^f7`+}HG&l}6tV+M~oCDu1^3Iw`9?cR+sD-W<3#!Zm
zS`XNmrj$Ly`izCIcpuJ0B!=3U78*bKovN3|l60NWO(}MhfQe>ge~R3Zv$>!vy|tBh
z!vI&I7CEP*)GI2BcM#|rb?~kx84)_H-e4^wt3VM=OIgC%|9jy<0`{fa8$8WA#!|BN
z{G8Z9?{H3txUN%%imQLhEYUG2RpS&pc?psus)7bwhvGYwQ!{N30PDdTKqUU~gE9r4
z-rsVE80hs&Jbh6QXMkaknG)8@SiS}!0VC8<*2Tcf*w!%Ik-&rOz{P2S^7k?EZ#nM=
zTm>(3unV^I*V<Eloe~i(tRn$L(cEe|k({dK2m)euB{`IM8WC;Z*kv`}pRG-w444lt
zei0*ez|m(VGX$j?EGSX&h*=~-5|{v(VYy}O;JBUE*M;;vV_x`dFW46UT@FU+J1Xn9
zRDk3*&^iUPP)-0htH;_AqRYed)hzLQS*7Do-(=tcv;M`5i2lWh!NHTYSWsyx1;H?3
z9<ybI+rEXe{gZp0cABbJ-46NNXdqFLd0hp{;)#;rF`=4%gL2)Ag1Tg``$bW=uS)_q
zCz!n6vhS6svixhEm%LiGJ;vZ6q0z>Q#D-*iOXHg&$*bFO>{N*HlDb8n#ncYY`CedU
zMj3-*5>rLSYqAGO5z>~-g&hE!E33;YL4rUZz=3s5;>5ZqxAN_88<JtcjB3hqn|vCW
zIm^(ALQ5(!#Sd7<K^9t~ExdYF*te}c(@Bbxc$sA{Qn$$fs&d9eBXG`Q*9J^AIQl4!
zL~t!xkA8iuPL2w*T*eA@>)cfBsU$z@Od24OJd2wiLr*t5bB`GBlb&sfwi0IQ&)xQm
z-X*y@M}m}}H|-IeO8%y~`*J}(pd2b_qPH4KI3-(0-|1htD|oj|!EW}e@1BZ1cE4st
zCpCZAAD>OhEow>5Z9BKm9XWGyx=kKeR9P)H0B_z;^rU}Z#Ns(HdDop<x8_un+t!z<
z#hV|<v$ZyFAB41KVCezw3E=oMI`}l2w*>S6%5Pu{*&W+VLKjo3R0DDTzM&jy$dB-M
z00qTin(KidG}ok&T$g$nc1Czn9zHq`YPM!fH1NZnytQ2lTn)<(6b;DjJ#<?)vp;DZ
zd=W2`f}sk*+eI&Y8n!nNQv4VA!-q=$fKA`Z)=C-6i0kGiu|epl+7Wc@BzZ5+2#@zh
z|4NFUW!wCH)Y!${D71M2SaWMo;E3eYEOTi~VOP&#M~tUAlIuW<s!2Zk4Ohwu0UA96
zm5iOH97t|yI+1w-aFvsr67x$x=i-QFVO4r&ra*EbX{dvz>Vk*vTGyaYuHWBFax+OB
zN0e#{B_ztJ=u$dBSj!%`(iWp@U{@SNRL7qNx7j*dsSRUj0u*!00rZ-Pk5dB}*Oxk$
z8H;)u2PrNYNCT@YY79-Th4oX|qaF_>T9zK`<x{Dnip4Ic2+EY&5Q3_Fn-O5Xg|3fX
zm1ia?0m2&Dm#knuu3C==bNmS)NNuJN^lX2PxBQ33)zM_m?6BS4OJ;09rYKHeiOM@J
z%qTF6;n9Rj>%=2?<rK9*X0@IFiXiOz^c{oF3NnSVa|{g0iZW&bPXdnyTpC2FgwtIz
zn!{(Vd<S6#;QPZchrz~$r96aSt~~UGcDdV5vD(LiarwY>Q@$diC7TxW3?y*u--q<t
zVutv)?@Rq=L_R5Vp0Rb)z+;C)Z$oq(4F`LrY2QmOGNWhhe&C#?;KTGMf}7qmQ$+n1
zskc6cq&%ctR7c~=vR75l@OHV*DOhTQS7V=*`xN#oZ>q1a&+z=917+{`SaTAmqQJxB
z=<%bMI?|A4OyJ}7nk~ufIcgQRW7j4<r^VKqw(xnFuzPWeTZ;Ah95{Q;lMmZ?b7m24
zT}B@Z$>Z7atua^TE!*ln#n#rHJxKaD0;bk&*5gjn9s0mQxaA}QQplHWhbR1L8{<0S
z=OWzc?DthK)&+CWQbS1iD-QTr@2Y#xr&r~);~+qwn3l@MnK@Y{t^QYaw?A+etHl-k
z6@esh9WoH?a&hMXEQ)k#xbUW_D>S~Ia3B<o_nBV~WH0;T7~wrI|JB`|sBGF_hLL-n
zPikj|?(5}Vba7d-drLUd>a~!#)2^Ku;GCHU?y8SA`ZWu2Rgt$u(4@*Uaw0W)G>*Iz
zyZ`~w+-HLmK0WyppY<7Ow=QNMr=pDiR(X43N-ey~@f8oE^Aja;@bY(}OI$R$`U(;y
zArR{aG7x?)?9F6H%-g$3Pl$mGZxYDxDuN8JBC%ux$ncth3~vL-@EXY}R)Y+$&R@ez
zz1-<Qx%_T;%|V8DS`}n?E$c-&|BvBqoF}wQ_<>21??XJEcYG#GJL%?{3dUgjZg;7j
z)>f_8(yqO}p9bz<T;^?5=2f*skFeoEy)ifXZIxR*av8iyS-sv>Ta+cX{%Y+$d@i;F
zt=Z8H|4bB9-JoWLf)LbLQeK*N>@s~_w}TahhyU8EX|%?STyQ3|ZxUz$%O!2K(3dz>
z$e?vBp+3eGwVbkpjF0SUGh#skz7dz29KD!D0whvCS&ChGJV>33<&f&dD-nLuZ{z^5
zC^V_K@G3y-XL-zlKr!5B?qI28*OH+<(!%%GYI09T46GRtu5701IV?LAtr-yWB#czB
zL?;`-v8o-o(?D1kPn=v<)_zfaye8Dlc2W~e9@jkyQ#~8<t4qD6JO{J5Q7=ieMk+}I
z$y9|;FaPU|G=0*i!6{3S63Z~#lqJ5Ot62wucf8ihH-9ymY<-Ddy2Is}y+~gr$Xyah
z80?pIJ7n0j2}%{#8dnW{F+em1M1e0KyY&++Y-9;vYozu@mhIMwDi1Gd2x75B3t^!Y
zI^NcDZ62mHIHrYp#Fdt=yB4anMeTJ?YAiZzaxa_*tw-IQ86D5gsE>pBR$6}^180u^
zWW?z0<wK>+Mf|1QA@Z`opLl%d_^f^2n=y(_70eFgM6C#=2*%9hPV`3CxqfjRdUShz
zNE;*eH}o#FJLGZFF7mnfV)t7l^!&-n@J%0&jt?B~?T-6AtXF40450k%etepqXA_`+
zaC_^vqZjMaKsBTCTY@_V_#vRX@AT0jT4B#am1bRTA0hoh2;_Ry40&glIZ(w`(Q(y4
zif2A|r)*o-Xa$2z82)HfU7Q)d;`^e<AA>dP0?tKe;KcwRev`sRRf~eQyLv*fAPL}H
zYgTwmvzdC=SwI6gzFGx9MGX%=YAJ)%PYJaCrwaT@{BbKKhJqD=OLP-$1?tIL1$(IE
z3`Akohyt;++5Y4yu@cId9)t%jn^YC<pyWmQd$6(c#j3sYbf-dBN^I#DM#8+qCY@tX
z0kv8`+a$1n$RFZqtbDdmn2>okK4#w$k}3x<UlP_(U4kUHjJG<jq)DA~pSs*$trkqr
zHOa)%6+?p?kP4o<KVW!d&6INJ(8V_l?1nF~@}ke#{e7vy5t9K3mLoEB3i=9A16U;H
ztI6nr)VLVoXX4?E!b}?VAeSM>C;c%aHSAa7`Z)0gw<lTzi6`1Gw1*%>p8_HJ;X9&N
zMs$D>{T77idf$f(K!`5*j_8vjpPt%J*t-1@vBRZ7h<^PS(OcursL``Qh>k*)f#pvF
zX8}~YM>CO{cG&;wzpp5;F7qV&nyLT0t_A~h_7BO+<>ET8aO!Vg@e#EQuB|?zIREuh
z&EI{;(-qO@T_8v5Hre*CBUM$@NaeAKqAvk{vwuXDQq&?x586?%8P+VM#Ki5UyS}d`
zDBXs2lemTIUp$Uv`Nqybs!3R*8RfGc5PQPEe7M*c((<GE`Kam;0Hi7pdH1KDLH<+#
z9DTvNKlSGy{#4&B6G`q*wkDphcQY(}^sn0ksvy%GlCi0Wc9`OVhCHxJqror$GR?3c
zbmJ-03IUmB*ffx7zNVrjOff)q);Mr4Lp&}A={0@Fmy|aP)#2Vju>En}*A=O#Q6wBZ
znjRPsB29|O*o}*T#-M80_?qr3Q2Bp$MQM<l?+{J73ayj)*EDNnx1ArBr=GAm=5AhV
z5|rGbY4jc|ec-%nFk+^^=F#YtO##;eDYQQMW`=O1YGAZbBE}<ev#NsHur$b{lD;OT
z=e^WZcQ(Rf@CJEQezx$;H1Js6AdgCm3u?uI0tyA>Q5l0gDrqKPM5m%)D00MhQAfYO
z9+ktAVARFCM<oF$mEHn~>oz4hLFgnn6Lgpsc`x>IPY9u#7q#1nj0{Km+^d>CywZ7H
z=H32Dv#!*AOM7E8=IYT3VRd)f4Rk)y=f%Ul@T-oI$Dw`&-;-GyvNDQ(GcIK+VM5%%
z#dh*S!J&17FB9_l-uA3cxQ$WGFCKp{#v9tVVApQpy7R+4Xx$;DWcd8*+p71@BqIB$
zsRyJf`(S!&ddpi~asa#-J5j{r9}JXKB8z>)R!rbye+^GO^-(JMABk2>d7Y0arlg9!
zj&!tobtU-@Fai@?mRGC16WLfn+0e;^A1t)$nYOFJ_Bl;%O-(Yeiq<e|R-)!w_XrR8
z&%2bO+Js^LAU&+fQe%-dh5I_>lcr>bO45s4qUoc5ASkZf?m@O-t&mTy81#~by8S_g
zRYe<MX-aIf(MmjIQ}sJP<@a(Cx>9ed)>(p*hJ#S#Uggt*t&sP+-kB;fj%?8q&LNv2
zoH_C2i5z6L4`UfkiSe@{eUBI8j1}$&8<11?XI1UQ|B<9*Q#8}B<_@!_?5_FT<Q6y9
zhS-6aqXR5MaVq6=qQR09H4bT01iXU@ptj=-vxeqJ^EvBnJ7I&Rt!L;<#_jCfUBVQl
zcqwvS+vi{ay22=aAn3wk^&4~&y|;1+3<p414ZXwazSWKdux0K~nXq(~&|H5(aiYv{
z*lZ_1Wn*DDH91(BwuFA`URarqGpe~#Np;xmpg6^_k(>M^SnXeYWNuBOs~gWbz%0wt
zt8-O+BPZ-CoCqo5_hDE9Tzm8qGF~6qh7ifVyd!$!I^j+h`bicj+bOIT4zy}b-s-S=
zyS}1UX!H1~z1sWc{iDpm@a6nBi4jG2(ebND%2yR%b^fu|3%_n}@IA!7^XFJ5yJUD1
z2hk6*)l8o#BXuT?se0d3u?L5gbAgr8aXPn(H%X~h6Ifk@w>-0c-8a%d1g5fnncql-
zJy?(`&iF?Q1phMM=$;%I7SHzE993yHB9T}}_N<l<pMG|8spew<<3pl#gr2AtWl3xb
zW-S31AV!F)PJa}g_eDZ=5SVEgF|Xlg8ZhXnoOON3)IP)^!-$j`5bbC2q@7~vm!!QH
z!#29D3Vv8C?0;sSQ50J|n`o6??D}b8e)0u@Kz^_FmdsN>2c@RkOE|^(2Cjua&%Mz0
zNS#o7Gh6FuaDACS@1|W8-!OP!q;%5M-k#5p?n_I<!5vNNhVIx~LxagEEq+Ob?(<QM
zyiAD9Bf*eS5$A8UM>-7|pv_`G^ztZc5t4oB?+^t_N&tlv1FX&8^YRvHEWO`IWhz7`
zrHWy?E2yO&E8Xx1<>hQmQ1QUeT~!Gm5iAl`A;zAA?roRM<e@KMuT5I9FH5I42J};y
zmf)VD?c^d-ztWY2dZ^0<>e-YU>MtlToGlm-YxTsYa+YCemUQsec1knZ96H!780>JX
z1?;OH08oTO8jDj-?oQ9$JAV$}(WI!|6+LC{-yzl{_+f0j{sCmuB3z#cbJ>nJhOf02
zHXoSK(B}<yZNwnFyd(y~*S!9&SISy9Z@OtoKK&7mz@X11ztE>!)~Qo5I&mNcKApjL
z87$42bavz-APL-PlfqPpu|Bl;UCf(v3iyQFs_3@=)bXP<I|_sC>FSj;u_Fk5tb-S=
z2}M(@h#g0-gI1|*e<62oY5_klN=bSrK1egLOu~#FoXsa+7axwkL74jeTqT&xR)wy}
z^Yq$;9tQ_-O+??1H2u&{_9$)l)%pjfL1Ck+lZ|1^hL$+!AIY?>C#)@c`h*%kW2H+D
zgcw3w1&_xuE%d!Hagjb{o@EtTbquIlyL6KZY*IMXOb8Xqb#nS;4Y$v^+RT}>Z$N2~
z?vJcTG3WEb$6{v<WeMF<mwmn|w4#j*9vo)I86+|4_Ir3epA3XR1Y`cOL-}8Ygs^k{
zb1cFCCM1OYe;g9>k9d#w-~~{4!heeQ(6I1!H+&B*V37dDUsyQ0yOI74O8}Mpuj4y7
zIRCBV`YZs)j~3n*A4ypxEj(?^E!1ShN!hu$NNHbRUu9)wO-xKwR8&@0R=~i(^78UP
z8^hJ77g15sU%!6Y*w`4jz8_FfP}tbm7Z(>)R8+*o#4j%|xw*N1etyNp#Rhcm$M4_2
zudlClbaV{d-wy-?1Q!>Vr>Cc`t}a4CLR?(jnwpx^(^Gzaeo|7>($Z1@000V=u(PwP
ztgH+O2#AS^nVp@@&(CjaYJ!1*0Rn*!4-dDuw_96VXJ==}$HyN&d_YA-4Gs=QLqiJ;
z3{+ND#>dBBU0qE}OEWVwTU=aZVPUbfwDj`wLP0@MS644DFL!Wokdcwu-QDHo<u!18
zKlJtWot>RsU0v1G)TE@O3~1kvxVSiQaBvR~kBEqfFJHd2wY6nrWN>hBl$DhkSiT>~
z$jAm}e-DHAS4&Hao}S*=*cc`zW^8P1VPRo!Z}0y8enUfplatf@{5&@|_t4M~1O!A-
zP!IzHgOQO@LPEmVuU``r6GK8m$jQl%j*c`nHMh67!^6Xql9HmLqU!4ErlzI_1_qdz
zm{L+w+}zw~XlTU6#V;=}g@uI=4-Y3MCYYI-Sy@?&ii)72p+!VQK7IP+?d{FO!!tNI
z=<n~Jot+&W9sTXwH%?B@(b3WM_4V)Hzx(?7N=iyfOG{T(RiUG!Pfku68ynNp(|`Q<
z(Za$45)x8ZSJ%+cP*qhG2M0$?Ow8Kanv08zk&)5X*4E0(Dkmq0ot@p>+?<k<5(^6p
z4-Zd5LSk=kkBp3rh=_=UgaiWvgMxx$WMrhHqhoV(Q&CY-P*8AYW=39KzP`R*KtLcq
zK3+pZ!_?GNK|!IQpn!mYKu%6BH8oXRTU$v<NlQy>Zf>rpr|0VGDl;>4XJ_Z+<OC#y
z|G&TJ4BwI9ZvYX;zx-uE4Wu=H_3B^#*1+*E5b;l8MgLVO(Z57pNjTX%xvD#xnp^yP
zwJho$X6}FEwEzyLRu-TbFdKV!3s+JWX?s(53rP!er;nhU3Kou5?$)I2+#IZ2@GROk
zA3+z~tbFh+vKBU0*6yUd93apUw{dq<v2c}ea&UHX1OWyq?>|K*d1s&Z#03(3&*Ao6
z-qF!CI|%#CnOgq~IwhVnK^!qt4<Jj32;7OsUcW(&Qw-0KhZNB0SJ7(&C?Eg`8==!e
z7AP?lvJM*8p*kH_nH-GQ)-N_6dLKN!ww_Qn`HrTnEjjxFtvT@n^OVUa`8kRj4(EZw
zw?eZ(;*kH<>dvA6>EagMuitI8TqNh+_7vR@!k8|Va{guvA&Cqi#m!Fu3kJuB2b~oB
z>xp@AjluT>y&l_=agU*xj}a(f{p7F`!8N*F7p*hvE(`no5dC1Wrn2<{S2<cMXt2=E
zh@ekLjZ<?Sj^(T_PN|D0?(YJi3SzvDdgWkCy8~uRS@}M~k?KH#p3$g@>%`gWz;hy#
zd|cDo_@YAa(-Vg*{l+)IJRGwT8kI4al~M;B;}n&=W@KH!CHDE=B19e5WBcN%xy~zW
zhC&^zAF-iGIp#?sz)K?7VE~1+v?VgcO6uO=#rVbdBN!wHh$2SSc^|wE7PyH7ckkgR
zV77lUn)7ST6!>tyer6np7-aI*+DW2h&8oSHY2S;7@<;6NE>ABJ*|8>=tzH}yTFCXV
zOTY5h-(z5~mf^7Ih&A19eY}6JD9FFxTfxI1(?hO%TVE;NsQ;t65Ls6EiN<?t)M_qp
zNDfF;Mp{r0(S}i1Gr@xKAYidELCpoB;=R9t1w%oRrjwCMLchNSnTUbITEfC6{Cy+U
zQ2~`FS0i(ks<D>Ru6TWvA{J$pkc>3(KE9eOlKI-pc6ZD}f{;bh3u;EPSe%lW7*DEP
zun~$%q0~<j_q}YCNsl>U9xBO=g?POpN+e1giDu^DZY0fnhiXvyV!cg+WpqswQ4#CT
zr8kA(Yl2Le!mZI5;~Gy21m$EQKat193ehc`{wdYC%t<z}y8saBV6eLpLV%{hI&@4f
zWAZkojGj?)w@hYUA}*>~?~Um$MNF<<b2i^fIYf~NjwY^D>0H|Sa&4*f2$ero?%Mhx
z=yYG=^_L#xJh_gKEq*~m0)@i<-e%ccL6Vxu(4DcA-}1UQGv4l<_8hk=s_>hG#<@7{
z@GV`lZPo%JXqe67lr)jgj6S>)a9_1V;>nuzfZ{8@(yTW8s*CaB)|LW#Zkah#BL+0$
zEY!H584kzp_g3Avx(QeIVh!$TJ~DNsQr5iPGKC~S%uvyD@2$ru;4FLtpm4u5{^=%?
zhXpp-p-D1GM!r=o?ia+M{pw1&Ou$*}>bf+8)b~IYa-~&Js%Y@9=bcni`!)7Q!`5??
zLNa`uhUCU-g&fqDEBjct!?juf$y<=YoYe|SKpL9;!RMt_>Qv#QPj*7-;ciD2s7dcK
zSu9>`8w-poKpo+d<ezpB6<A&{K14RtbVUYDt}Ghkn$9P5p$B;JPnG45f<XU!0Hjbl
zT0pwWPQlUYC`JS-o&%vs&f|O)Y!A1(L08&yz%eD7+33C{X?ipyvyrS(HaZD(q}0Z+
zaIP$Bb#cBB;~FG1=(C|vM(so9Yt9qSEvy362>CRs04g`r+d-Zn6Lxff2C<J}HynOP
z@Z6S6q)Ce#c$X3ag^TIuENp?g2?B!vGNKaH2)m<!uaP=<{I~LJV42=9s0z|%^c+!t
z6sY4G4fydaf>#X}g6MWpL|O47D#&bPEya#`QFl=3&}18rw|N*|npTMu`QwWHVPL7h
zgg?`#&ALXVcna&0Z^fG=O2J%S&Jb66CJw1{{u1y23m!*h`I%9{1e-%9_ok67L7DWo
z4C<TL3b$>qe;G2Ukz$xnIeR$1b>S!p*uaG<wP9n8ClaEkSa{H98v9lP)N87q*6esM
zsC=|M%daxSy+z=lE*GZn%!_}Gd{#gR_Zu%PBG-}pC7=h^|1lo5<H!08MuIXs5OW?j
z0T5}xKF-#K9Qtuy6^)Voo`?%HPvK)EeCSdMb@(A$`21qe5U|vsIV#Xb2XZEn<e;uD
zfVwS<8PQ8ao_86ZI_6{psy5s!0Y5<*E#luk&5o`7$Ni-!KiGuNV6fC5Bzrjs11pNc
zFI)tZks*^*S#Ib^C6_6b!^9D)vK>(%lfcQh(4ep45Xk%a|6V8XPTNTehsa8xdYWpu
z|9z+c4d?{kufQ613pKU(Td55uc$}2{4e4`)AMpaF<&P=3%#928Po(LHEn|6LNS2Z2
zBJ{<v!n@vXpj*^8p~z}=?0TL#snDnjUz5jYT^9!!!=Jx_K_-z!J)e$oVgWHx$<I_x
z@T+w?yuymkKbx?Zj~)G~W*s@G!wxc`rX5Q`xbBH<1+|(F8hU!RR5vS%ClLpsaoeSU
zof4wKq`B2dAgC$T{UbCHT4946m;|Rt!V652Yu^y{)^&8yJW(p$il=C})iy@7y*Ji?
zpU3Nc#k_IL?a8eN3F=7Xvm1rJtkC00xX%qm=x7GmdbCT{->yg|Y~5mfR)#f)_~F4=
z4^*M&x}v5h{&8##8eFtwgYlAyxCr3r3ylctdoz&|f)mIK?!rGj?CVXJPEy~6wW+uh
z870@xjxdkmhvv6M(4u@voy&$+?nOdY^)1=*>=XjY&8~Q%6}}+QQx=3-_W=lfd++lZ
zJ+!n>Rne&=(=2B#4Q~@Ied%3#%s3etWCFkR-Ge$19+IP<0k?;GWQ?zD{X_pp)C5pF
z`h<d^a~<Lr|F~r>2u!F<+Ip9r@;q;OaI!{XsKopq^9SwSM5qeT3f&%%a`jKy+Cfl%
z3m}j!fL)F`4n{5tfdulj>I{VF&IY^Mee4eB9iNv<+tAj!xLW`kucKqO6J0RL@1+X$
z#W~bymr&4aUcmXiFbj_QVk!;oRlWZKt?%;1!LJTGZ7*Y|)I|P5;FbgHkfKEj89W|@
zo*7&JkQ`9|X;9Qb)qCNKVjrV$A9I~K2=#CbgT}l<iW1?~`|fX=s*^i^BwSZ4{pyqn
ze}}mwa4Jrsf*`9i<Ia23%HJmBGdW>WJ2ClaK$*`b)V%UmSQXdbDjly~96zizq`nG!
zp;lqnfLfHz)|3orPQ8u7jNS1k;ADB;-gz2}6VlZ1&lSw@M;Ak}giIO3VHbf4&d67(
z>tAlzGRmT>-INayaZiM8Fn8s62c=30Y#`6KBqw;HetS??#N@0~BgRNDm_Lu9AcEH0
zefON!Y~;BJmHYz)Xoe^EkD3T8YCq)qsf*_L#hH*Bk6jgx<$1%17sKT%^=gNc8!tWB
zfJ{j!87j~+h#zPq#t!_REC2D{;b)oQ(XcRAr(vF4G90wWO^-MxP*cs&DxKCpkX$6p
zjlG@l!p)yvl^S<x{2_7(DmUxUyO(|Xz$cK36Hkot>*1~xYkAToR>bZzFJL!{Tx5@9
z9^WchEXS`d-!mr*0t+a7&Oh#D_mpZT!<zPvF3-^#v)Kn790T^PV2}u~pwTpr)x`>)
zt|XBhp{~CC#tWf;%E20!5oLvnK;Y>(k;}z~yFD3?<LLiMv9|#g2Bn9Fs_?nI-!kHP
z;^|?3luxphEu-iw!e7Y9|L)P40XQ9hID(1d==XId_7INJ7T6?yhq=$x*I%yQ%L`B6
zn4s`){tP!cr{W4Ye!R6&R8baYD)51l?1hrWyOqcya&nZcH@JBzS%N9aD^m-T4-<-Z
zZ>An1R=~B$_4{cBH_aO++r~<+<0`_Fh4nR5kVQdRD;24~e9Q{NX_541+WCQ{wqxyQ
zyvfJiWn8>lBI1tS9Z)mn^40??33UAKi_6s@_fg1Qkrtg<x<h~Rs|gN7mN$V_uuzOL
zp?gygSwFh&jnrW%@QhZ#)hvVd_3@M+l^h9esJiguuB`~(ts+VU+lMy5MyG;Y$xypM
zRbA}|kYOf;{G^O~G>l63HL5Jcj6_ZNj2D3&v{F{zU;LOy$QGEQrCzbwKb?7y-xwR~
zaYJU^P~2#5WOiHKd>Kr76D4Lvt%lwsR*1$NKw}PUVVC>F3V-7>oN3Z4XWiO@qCB2N
zALbG*@ey@#Su%k|!GQciNp;`cF1W^8{c0$zR%8OUKX1&5;dd+?Q1a56Do{N=nyo)L
zy){+g%0{p7Gp60QWis@(woCi8xwQjyE|9QrOSWQ#Z}|qVnbx_nAt#6_=*wTA4avHc
z?n>^PYuXvl{FcEZE0=l=u|rx;MemS;-1si`86*ntl@4i__sUqi>`x?mgb!6NW7GV=
zJZVWe<!6@Ir`4{#DvaE#wPHBI4I3jZt)a@JNeGVcn~~lh4L2!k!lJ&BiuFbXMyX3~
zVU+aYS|yMSHFK%%dli2t5A+F<t>~P|pktxpT#tn<GI%Zh6SMCGANp@KVIaK3N(K1A
zj#Qp8-YGOKfMYUC3eWZ?_)SUm>f^3^(CdMWrCj)PL22b6^46#uxbA+E*pGmfR2%Xe
z97n|K!ZDWp4%~O~nc3%2+)ulzF}NHXJKbQq25);3&P8BN2>cR#Qx?`8{>(8zMZMkr
zC-S)tltJjL;rWj2ei#n9yvWf+Pg>&!ZidKxV2FJEqHe*)U}=pHY{L1VWET^9f(YSy
zL7^%Al_49W8F`<E9_1INsA?3XG!w~vV=|>lCfJ^XOp}rcH2NC`7i?hH6~Zx8_wqEe
zC;66RIqfkj&~dgo{-}d#cNkq5KFtIN+xI8xjW$%ngF<`jS@X29cEof0*D;8nvHUI*
z0TNJOA)iJw$LhXj!!R&K2py4T<kK3JwK~IT{lamATzuKv?=k#zgOwn{hH0FjymBMY
zcOQ(V6ZOnNp>O|-UksFT+7-m$ZZLF)$=;tD-aCux`q0HvP=N(>K}twA>BOR7GG)AB
zP}sjUz>s_;AH9X>QF00;Bp*iB-v&;kr$M++O6*U1YHg+3^qSwGp8*DzO-k73fBfPP
zWxknImqBG{*z2z?!UkR=C4i&Z??9)BVeCXb=V{m0pDjTq<ZYLBJVP9fC-n(R_QIrF
z-2jTWD|^Vo#x#sNl*sJrE8smg;#b>jR&xDn#^UV4@4yx#+B6g6Dq{sJae(6z04O9>
z;El)bAoUN_S!^?%vG`MdOlIgVP4Yl=SgkK){kf<gFac5tAO<Fz$Z?9Oflnu{y57p=
zsUJ`hD$g)osox+BrKl&7wAVJ%<|sXhboaIQ>{sT^2N8WXKt}L{FC;eMd$Jb_ZH;B_
zb3kYHM0Eo6<nIEhUAqEXUgw0mPCNv|eU{3qvvwRHNT@LkvW0;Bg3de#-)^_0zcaVe
z3hK2e+Hh0gc6|PYb0h7Uv%w8OdXv<!0ZsgaCXcyk)U&+>0$#{VL>hXg<i6FShTuI5
z3)1o}HPw$P&*nqUbLXq~4M}%(LG){{5aDc-vnn?#u%jRof94~^ipfeA%?-^+28}VM
z>V;H*7<%059XkfFu923S30~Q^{v>Vq2w_2k!#qKRdin|@rT1rTQWj+%MU_zkoL{-D
z2M6}OimJn|!-zkeV(R#;*71s~Zm2APdR~lDQcFG8@BtRh%(ZBKONRPqqPxnnGb4MO
z;_1(kp;%^V^0#XC>*bfiD>dr80H#?+mV~;Ke#vYBr#4!_?<P&*m#nR4DhVReeoTvZ
z+x=@EnRGW?7*2EsYaZnpjH<epHt=%w9Z1$Nx7SldLle_^y3~1?`ZG!&6(of<2ZwC?
zN9FeIs?Jo}F@WNkO5H@pTKEd&i@Efb!pgZ*!V&hL>H~KzPYTU-*^KZ)#>iBWIM&7Z
zy^)p$6O6SDM=ioJr2-1sDTTx79W#)yRFS*?Zgd3s{+jp}>7u?k#!~SngRi;I8>spT
z(M};_%3R9(E1D}VOgASyt_cK3X<1`!AsJ&JPc}G$M&v<0_w>_EJQBYo@nLRd#B(6>
zdeUW4h^77$Zr3?>U#fXS%b9mj22G!c)9E;l)GICq&>RU1co1)e1;hXrC5a?lR+}=a
zK}F%$An@>0CMc_>m6{0YY}-UWoNQQwfGH$O5evvHQA|tRB(eWfpywB7I+cR>e)ax1
z4>phsDb=QU3`J=ERDQp#c>N+vlobhNN!%TFYsBEDeS@LSVD=)$Xb%5aM)|?><UZ3+
ze~Ex#?#=Z>VV&O3QtqxnN$8LAqqk_>C{0BN9u+sV@P4`x`ZhnL58q-aLvdqQ(;x1)
zn_94PVt~N`bn=l^mxb>9TSV1^DDp}&K)8Q|A4Z%wN<*?Y?9l|urkBY3ro~yqkVX=z
zRnkFo@8kWs{i0+q>&Z`cp**XAv#Ku=4a@~6*s+yo{|{O38P!y<hK;I30RidKK|+Z%
zL7IXAlwLybAP^Plh|;798hQ~8p(7x@L+H{CHAwFuN)5e9Xoh+>p6{Id-F5$DW$nGE
zylrOoJnu6*h!5X=lM4l{XF9jQjb?M>X=fDAlWq=(wqFbLyUwm|Cn>IY{-w``xu_SP
z5$V^g#|sWfW;xQ6uY@__hTF|akP?boxby-|duB2jl(vRle0RFXs01c@5Fyli<Jt@4
zO=#?()2a#X1Sf4lpWE@uNz}R_`YwL<PC)$MnFqh8J#Kp6&9D!`hM$`5=C|MC?tRcv
zDu#uDcf6<xBD>>PfG#YD4AWp<X^FR@wDZJ~ksbqGTl`P=-o182(<HZ2$y~jg!9*7Y
znQ`@YL|P@~MjJh=xeu1>F@%)uu_kbi=-pGV)Mx&kiiDjrn&zF7KiF`-Up(;yxA6>&
zmx`oG&cv39B3p8<dZvo$yQ|Z#DeU(Dw2#+mTg<tOPfBrY*H1ltsVhH1Bv=Rp%m7Q|
zDZhRj1{fmA+$CvEM<1_J0&~Etn<Gx;cxVf*14Rj*y|N6x;5&prpXk1&6*HYnx<Tbl
zzd{G&-I6mivIy1sihX*KZ6R9`)=68e`s?Y_<cCtr89_EWA|<6<6w)oPR=aI$AhD?&
z6}%=3_iHj+N%4dJ*z>F$VCm#8L&V7;iV3p_O{Z#kK(==WPZU^(Wyqov?j+}G(27qf
z?ZvmE^V>@lvhy8dH}*?W?3*jUo(Ee%(u#suzylRD1o^rNl!dKS?BM<tTBMw~ceo+3
z2rZ%5D=`)ORvWG7q1dby2^iXET93!#X!eAf&;z(J4@^mx$(?sB?c=8OgX`TVv9)UY
zVGJeX5j0vPo+di4I*;2ZkPM}VG3BK55px}=bRY)(*~JsDi6PVJ(`al6KPIz3VDo}K
zg1Q?GEb_*gL70fblybDhB)1T9_FmjzF;}8zQYpvyjzv+an+HL&u{y|}H$5a$EW|Ta
ztuQ3iYwe!sAXPzW>7Lp*&KQG<?*0*X|InFI{Z=mb)KYWn)O$}0XB(WWS{40;V+TjS
zx0kl{wwUS~Gio=+?ZJUb=trLk7JMNeZ%!AxE<Jn#PJ)M4K22(95BUo@06AKHsh4kG
zye*nR3(QKUseaGTc`DIfv<<iD2{oQ<N1S>V7Q~?}U^P<BDb&SLJ(VechNyi8nGM?@
zZE-uVd$i%-q9*u+E*y-vXZqycX}ut1*w$E%Z3$3HK^WiSE9oc6EiI+3!LD4746n^;
zBXeKP#D`1@u98X)6xxDi#iVXA1IN)~cXD{}np@KLb@kC7Eb=HR+1P#dv4an=ZNKCi
z#^DY~j#pt{l1E{UaWf3voUY;A$M(x18W-}~=xd*D%f3t}o%ApexlI_ItPA$>6qF$#
zu3}u<s?ea6#uFp5aK8<pX&xWrw(YC8Hb_0Q@v*N{ZFxMuqsqP)lZf;=Sj8#I1}kX$
z&zAXg1^Hzr+`F+S?7~+fs5p~XH{H^5ULpa$P)2iBnD33Zl)99rdliu(O(ox^{32ou
zKLuiG0H7EGONsBrLCYZXilHV*i%Za?E+pT1=NKIgCp{IgS9`S!?4GITOc?e0s~KD5
z)wocBHbxq&w<*iYO0yUUwz)N`eR2|1gr*?>CS!gAh?v%eo{?5i_gStUiYD18hv--t
z@AP?X{p)wi4SDP5LYFTW;pHwqqDfPxV#V9N$jDq80_pZ;FLy%LOF|FcHjeX%t5Nbw
z>?woO>-@Tp3R~C!uUw>3%N%9W>s*X-1mqPeeL7z$jy3dLCk?TJyyGa@^<7%Lms4$!
z2`UOdjSl}RVUm7aLZQd+G3Jqdq~w4c__0c<$$S|j6ksc|jdkfZNgi>EkceZ~NPX+K
z(obbFDUmJ6eYSE(RlQ^jQe_b!>hs1tuCep4FB-TsX=;mX&?M)08&-b6axDF5%68Cr
zNf_(CoX!%U1a`%9p=Yr-q+&c9RkYFBRY64e>F=$PdYS+mFU)&Hw+Zj0#>^?#NNt4i
zj(s6XeuX;)k+&3^uQi0%D#zRR&?LX(^6NAD{9q8?U34~D@WiKp=UtfK5H*8Cv@o&L
z#9B|m%+L3LFO?nPXpvTq=fpA?_VuLOV{8KDM8Igh$veYLzz9NSXb|PF@wsejj6YWt
zDg#!(uy$1jGXptJQ)HGM+AzaeY3A$B{_Fy31NO2ECy;<kf=(WfISmHp+(ROSfJu^~
zL)$=vds1#3sIr8?-lFp<9idpuy$nkmNEMz(%`z(RDe7G@B{I7{x{6${!I2^);E^FT
zh4t>eR84lF_45kZ19S5TKMcGibGWgPKtzNTj&lKfh$k%SAd3#bj<haa$~A!Rg*Ou9
z$rW)Uu-i?^K8U{08PJM#^_Q@}1sT{DwMsj1&r@1K<8Nt8Y2fQNJ-<9;Fvo^2XBu3{
zbX$JQ&2VzX^O(XZ5tP+!UyqD>a)!3d*VUFdT6)P{qixK7n%@EZtwq?W;Y))#7uON`
z@xV24M&Q*hrg`%Q^X7^*dF-!^J|FZ3&PdIIPHl9ZG+w`{8i`#=ib$8dg%mDG{;24m
z#Izb;WRd6Jq{=i7p6x}+b#5m{Daj_eb%Mh)uq*b2vL~VjA})9EJ-rM8?LF<&zk(*;
zeg4T4C&22WD6&-YC`$2MDxNz<lA54?=`!@Q`lrg#M)<~52!|sTEg}c$2~>R>Ecc`<
z5~g8iBQO$TA3=RT#*g1p)wRb)#2}XTry8+pJtE>s7_@gi5J~UhYmvw2`qopVmZ&at
zj5bQY=|EqjFm6kj=7!ps2hG0n;2q7~4~0@41&95+Rx#p<-0WN8CZ*c;5_MNFPxnQ1
zYb~?!^}xClGGip=Gw@P!S5i}B4lu<JrWmI$w>v*7H9uW6-Ykp)-uxocKNBA@Z))ka
zyFQc8e!Fnvl|H3=jF^7Q!8I-JnYf(?8VoJmk$z^)BM*lP9b{9Aw^F>0$~}|d3l!Yc
zpFB~r&(%Z<h!vv8Ba7*MWZM**F*?*QKTN7IO?u=vCwNYTVh8x$IUh6kkPp*k2Q7b9
zrE(R^<>3EW*sZW?V;RP&H+qz*Qy6weSNhR4;-Wi!3UFDU-I1Tjm+RU{b<#j<z1^=F
z7Aj+YHQ7}aVvZ~?b0)e#C(?viINpk#0a0frjQ6f#=0?)RgRK}J&=8so3tAO2@%mg8
z$~$t`7q-Rd2<}Z4qL9OYi$X3FtwccSmUoAVi+kLc`e`-xsF#)7el%|m&`BiX$L(b>
zT9png3xUAW4h)2^h7Y1T!LfTqOcE>?4|1!vv<3^%<N8x3JqoLpi1#^N)o1jvQ7m?7
z?vf5z?KkN%N@NZ{Eddt|bD2=<w=#}tWY`C#V1+*~@EP2Fmc1a$l?aS_vWC^_ww+I7
z_V2X~mS%}xn5!N1efCA$Ctsmn!eoE6fW&hSkNF^-?iV}R$QvAofEK&F+S&I(i|w{!
z_J{Dt=vg##3wJU$?YacU|DG`MJxfRvM2^6%7g7-8gZRw{dzu%*wEIL`MC)MOWtG%Z
z(%g3^=mX?}$Z)SQ4X)Bo8MU(3w&^+w_fdV@-Q+`;7ay;uvA21ZVP&Nwfc&q1Ig@ao
z!1uy&9#^z>d7%eLpk$9rshn_Q>XD%}C8I!zl3-XLV)Bcb*>g%0DT6oclrds$8X8<3
z)Q4Z|rqaQX=t!=_FQQUd5~D+UZB$y)dP$_om^4pn5`G46KC;(_+U#}j+uU4B(k#4i
zf@W4#3<zdPP4VP-%&cCUGod2?2e7`seqKsJB~|>bWU7kf);BgPsdhCS%Woc{<S4If
zJ^)^#22qg@>RiEGp}7A4`xESjD95-(E<aXXAbyM{X{Eq8r357GYtqPFK`2pupegQd
zVg$g=*V^bE?va8I1JvtKITKa(Vrq?3ZTVFnKZ-N<G8ekg;sNv&2k&FbBhaJcV(eE7
z5}BZ#Mv8Pj+Ne{xPoYC1vO{-onWjIhl!Luz2c`wbtd!T(85ZAAO~r%@p)ZPMa|0~O
z;2trj!%)(}ws(}Cw=U*S_%Vhm=>F&hu@3jVjyKH2cM|DCH0UZhTS|Np^sj9p-pyn#
zke1u`f0pu^GR%ZGFe}`d79$6sF`+q@EO5(s2?@dZH?0$cEa9Q|In_*!@hDu(YlBU+
zPWsQg)uQLD?;3UKDx}&z%Qf7_c+^Zj>}1$^TXV<$D<JEXdY3=G@ubv!{`-^I**IS<
z-bv$|0g8?hjB+D)Z%%!AhE2DK{Q54WbX>$EUPQ1J<QAducl#^l8Wn(NR#_=p^Zyy{
zu2l@FhGOai(lNEfzN%dSOq$t5p^G>;)3Kg>Yn}>UYn@_1$Yi<!JN^6Rk2+~m*Mw<`
z4eI^83n|0N%_r7Dj=Yy}*SAFJr^ix7Q(06|BIG2?Y?mNF!A9dB1D6X(w!?f`nj-L8
zL%G{U>GoJ;=W^S%SRo%OAr!0X+#u&4bQk0A+46Ufm8$pAWo1gT=1hx0pn}5vU6uV2
z(+D4S!Q;y^<nEs{ySSp@MfTUxIp1)YWI)?d?T_UO0v^f>m%`9qz$H=u6rlmv-M`mH
z!W)cTUcnq21aBCL2ZPUneQV@jijv-LKISNHvy?PqF0#f$%gh|PPgN2hd1tPIP#NnO
zMFh1Q8IMWj9{in@nWxtq2eQmIGGa<P(WC8ri{?K}i!_&#eTY&I^e9(!+yfqKlCj>R
z&G=EyzBw3}I=wSF%Ua<Dpkg7MnB;Wg4VF4Z^^*ax<y|U7PT2iwqKw&e_AfaylgYk%
z#N%ND%?TR2_?}_MF1?OQxmPz!=m0e{hFo?V`%~M`Crpqnju&*&q1~*$!O`r#jU(ro
zEVLc0gtXhPJnCL2-h8=MJvy?wm!vGViW?d&_`N+I`7}+0j?gy{c<{SWFy^{)S|QFp
z?CIXjr-%*hh*XmYO@1VX?Ho-Dm0SA{4lDM5GHCnH{I>JY7_oXX9bIoO?CRYrqB(R5
zHL)s{R+^CYjt%#t{yi%z)Z^RBdz*f0r&<D$Jz><0TA%#+I)t;n*X+y(Ie~Ni${FA}
z6l@fz7Cugb!@M$_<TrnM4he#@DF)IT$V}deDahT22jXW^Yj+%=P107A1y;g%pXjS3
zyb4MpFZ1tS^F~v@+=9rX&#Yz#3HV1OGL2i#YJqHupI8g2qnZSpYR(z;jB*?pYbbBq
zdTc1+T?GIg8{vAAP61`T1|z-7K0=>zzh$?YN$2z1E%a)5X#7k=sRa62+SmLe{8CYi
zd67Q~4Jbgf8?TzMOQdmF6$#|*DReTj?&om*r#Kx&q-(7u4j*KM)3A>KDg}S4h77rt
zeY@0&d=V!5pSh7;yCVf0P3!-vP(Vn?QI4+zt|>x}q{aq*uz>Ia$_M@}eQuO=c{J%^
z#>8tMk-LI%#aGf$73VyQv2*reFOG(r$tC*HZ=@+<#czO6&mJ0#0t$Z@R<#>=U-UoM
zF!I@7**0JKvlpkqD>$4M9~BrI6*@iZdXVF@6H9uVbA%CqWxy(m=hP(@c?56tF%{nl
z=FnL|yCtt8xa8vY@sF=CG)YqDWjJa08Rb7<m6W42(iWMb9G?xZp)7>a4^tir%IDs{
z#1I3iUsQ~XvVDLi%4+KF1?CvkpyPzyON>8VRqnX#Ad>M;C+@lsCNqH;bp{Vi&2LZ`
zQ%NmcZqZ-V3WB}3jEEfQK%DPJUWtSZCGWo4LtUS1eEw(|??Q}24SIijyTJhz`PrTv
zfB~)XJzOIPv@R*B#3vH{-QPLD9h5b@aifm}3~SJrD1WW;fBUT@JLDT|G@(082e@;!
z^ra|7qlv|uRe&h}w66NJcr`Qv2s1~Ie?Vlye&BE5(J@D~5fR`W85R)0tq4CYa7&P6
zMH-6emQh{BqvAL9QkOU9MXq^^M5mE@Pp*xZj)WbI;oZ-^xAOl36&cNPxjqwTg&QT?
z=Y)@&xy~H^0E-V^DeAv+{^kj{N$AKWU<)G|--ITrin#IyJ>Mo-_7Zq|XR|fm#QhT6
z40#sj<j>v<tZBY2q{N+1IZ?iu$40X)cW3l?6ctNfopN1%-TdBrh3q{5VKPQs`Y=o(
z8-_mnJ*8l{-il;<)QbvS3c&nym8>K{q9?|$0Y0{mdjQx_7+>B9tA(N27A{_Wd|}%V
zVe#;_d4D+vy`Boko5p{lL0SmjBI+VH!{HL__Wq+%o}(bLhIrI%z)-*r9}u6srhat6
zlTT$ZHIAgYuABL!w_ge6`2adptk&}1Z6{5(k=Z>;M=Cmgg!47;-4ntXM6(@oRV%z4
zBgMw+!#V3shBTe8Axyb4J@6Z$5e}e5eKr?|%c{^Elne$&sqdYnf`3Byd_TZTsfMHp
zx^252C(V`1?cb}R>{YXjS21*oRa*X|pWCdj+$>X>G;IW+*f6`))BI-=vTy#(S$tb@
z-gK%W0bnwqg)F1_KW})yOTO52T4e(+6?))z(`mvL{ci=}^J+>vUw5)ea;WFrm{IH?
zVqtRz5P#}1X~N%fD=wd+H@giw7I|@(7p^nsn$`z3zJ?~r?(*vu(^MBIK8qin5?OcG
z0H%@r@op=K-l<aiFwerL+KJs%mL2b>zSL_k9`blZ571|0bZmh*4|7O8{o-{^W`asH
zA?%Yyd)MpNl+VU~J=yOy%^@bs%kJk?FWaAfEK++ZOf&H0Hx+AXX%!7(KhtK{)zYq^
zEjeA1+gfU=;xq3Yc544T0v;u4)H*kchhv*oeFl8wCL=lKKLMZ13LGnC{o$EWy7(+%
zRPBYhPnVcdS5`7$!4DJN+H|{+0Cn!y=^HW<pc5hQza%Tij2M1{&RLa*BT|!6Su}*Z
zu`$wR@cm@3D5*P%=IEr~#(_ns^uJu)Z@zxfMhGFb_B*s+Z~LpGSHf>h*T>W3ZY;_0
zZwKk?t<3S2YY5}gh!AzxDUf5`8Q<4&kQnZ+H!UuRCe;AH7+)mKruELsYE9+JUE7)V
zN`8b=e)cV@-YbeY%1=*8OSSyLY9m=K2Wsf!U`AOE)vaUp#a^O<SM-=xz5@L_q0>Vi
zBqYnXvx$qMZpy<w@Ja||)5;mOpu<;C17%y4#Dwb8IUG$gX0%)Tlxe7GQ4#$X*I%{Z
zPI)=k4@KR@6BVP<saC19IkiBK?(G(F<d)PaXFlxNxY2Ni!_YWUy|MTLO#P}7X)LPF
zJ}encj`}HSTnZpQ_APduWFT%;Q%@b5EV_)@ivzc}_U?(|O-_j1x9`di1h5!3OlJPE
z8<Wgo0!FG_zFeRw4j8+j!=$ge+~n`1e>qWY6^&jmN@+7T@GyGqbPHCDC}C=D9Y>5J
zj%1D=&y5$D6wxuKOWTK!2uBXo#se!`QF58f30aBadd#nqww{3sC-Vqcu0~&}ZxG3S
zQoy9VBja}{b306n1svaQaT;t~;s%tFtt=Q|Ukit+dKhx#JlKr?&M*2ys`l!ZiAF&B
zqkQ%NAU6aU5`23Coi(Y*yF@5+dpAp){se~ZaLFAS=pK0Et^bqg1hhVbhu5h+zfSu+
znYf5+Qu=V(QLLldw|gg4i-yyPWfjO00BU;FA1G9%|7V{;`SW~l1vYRB$l7QdMD0AJ
ztO3hZ?+ZJ(^bJ{&JW<b?*L>3(Sa%&5<yxc(&IKFL2SVJyst_|1@q(Rv9p@W-dD-go
zhg=y^j4I96cXQzJO91|lF{H&gY^APHM+MEejJeDN_*;aU^$gl<$|prK=#uZjF=O4@
zsz+Jda_QqiKrK=5mlT+gg+yYqQY~4gH7Yp>C3CgJe3_Ok1@Z+y^3&jJ!GC2S=XY^@
zA4ifeTi9X=N~^#IBybM_(vlTxomX%rmPr$SvPV&q<KZOo+1CO*@E*)CZWHJp{2ui?
zL^mzbG|Q>%`8tjz{M2L_Q{N&RsPnR=5=_Xam**}x=d{dcp@3Z0A&t}~z1;?#^tHBb
zm_t7na3Dn>*Etq~Z<Z79=|HRm@TQp(@!n{0Uj4Awn6*P8D)5TEbiwdz1fdXRH4&(b
z=n$nG58TV&Gj03{+<q()ujM1kim*5^fy}A~0yhuE_1l3=fadG++(n4#+v;J(M$qx@
z2jI)DW=9b+`l27WTt$>*tz~!8Za!$IeADqF)h`Psi^J$>1Yub<ArfhD4MNb7G(kD(
zQk3oU4hiGw+G`j)>4KtNW*9cgw-n_P+x_V!d$EF?a~}=R#kL=T7Kw@bmXKKy6h{|y
za^!FOlLynaS1_%;frcK}SDz9vKYB2fxx#Gl;M*j~XG<7GWXnU>_J1w=1NzUPE*8ej
z9gnz04&vd(_0e-BTFtt=a`E0GwP*^Y44JhWzWHP$MI-T^*q~RBhn=^GStoR({NF=q
z-XaNT9>%m4A2+GS%;q|SiYd9fLGi>5c5~ft(}=T}H`Sx#1%GsSTUx_M#<Qu^++Tq+
zE~5A_>d&YIi=igv7CYT<*N9Iby$;ViyezF>kBl3D1mZ^1cSX*qghN%(pYd?zG`|FI
z^uGDN!V*qg>C(wG%~A5%Y4E@43GA}aa0RkUp`sG@+>(jSpR5u_YN-e&52c2f+n^@z
zN5;7kA8GGb=pQhxC|j!JGqYn_e*`iKtFDVvD*K=X>?ttMlZeUuekNbV7`<5tC8P|>
zTkD^~Uv1!OKgRH%Tx63X%X<T_KXmSc1uh+X?dk>PU24|56mWcNe^mwaw`0t;^covA
zw2r*BiMI%sc5@_jQgA@iHk*pcRxVNFAvjS|6ZuG6-uj;BzuSAz$p=*YpH5R@BFT0i
zZP|NyHWhH;dh#bc{U4*kXFXUOpovJxtT($;nD)M9K@OjZN9x}tO!GJ@naQ&{lmWpf
zV^WNVH?QMr**J+bi^Q1){k_ru@cCYiFmlsC2_DMj8ZG~61^Sro2|F}U)^na=kj$$j
z#lq|{E;NpK&k)j5@;dw_{^g}d8-1VFg?Luqu51(UxFEdk{o*#8u&%(Z(0vfP%9yc)
z@f+*5^-T56rs}3C+3g7&sy@|=Zi0hu(Uzp3|JXk7=j4bt!i{9bG6O1DQSvE4m9a%y
zgCeciqiA5Y&$D@0Z_zu~XW-nc>~AWrj_DwRmx=fEAy%&XcJkJzcz8vs1fxokS>U@<
zbj-+*gUIM>#D4^6j)s@-2VU0@slIXYO{06wE;M3w>vTz(25_82U~oC`Oa*lRt2JX@
zr_s4=$-N3J2SNnL67Ly9thn$mo<e4YHWj!vt70gh_OInD`rqXg1qxnB6V#Kz%^vvQ
ztzqz-Qc3Ev{Xq(DM7WiXR2~30xI}RDny31e+yMIDOB6+NIQc*&^jyztBVDb56?_u+
zMJx42mU+iL%4Hx*#!G2ipoyH4y`Q`O%~A@hjHa62NAHIn6h(G-1hm<hayjA!@rF`t
zLYPV1r-wMqwR}|B0j^7!(k6&_J2$oW|3%d)G8l5aD?>m6C{eMCs>p3&>RxfmaW6!0
z9I-jx3Ua~z@ujps;6M9~YNV2tY$Z~fJhU^38+3BwQt8k3k8%XOV^b4II%!JQp(agO
z7m-Uhw@CbB0kPWX{shQEQYLy!HL?}O?sWWemk=#`Ljge_(ym>9Cs<Wk#Dg7{l52Nr
zVQu0s^8B0H-@?mY3MW7r<2m%gigTe2+tlE88~`(y^`fW>hT#8c!z&rw2sMdg!2{M5
zz$a+1!+r;bKYTm$O4n<5hjwfmtsGde2mhIoNkvnVG1gtC#kOk*kz;d{OT2#<vn=_Q
zt@p0vTdJO6Qqx2DO$-fbB-Esh^tKVZQ+P|a=1CDM;1lmq{Zl+V7WOak*IV?2yJ8E&
z8~!sjL7rQqs&EeuxWJ82?BKG}&A2y47F}+D;UED?I1D4^KRIw|tkP;hljUXr<Zt^J
zkkZLu6T>U#2*udgQ%BJPqek>$Bsl%Z5E3BO8|hA($ElY}ywPJLx|qO{o@??XlJo2(
zUomvj%P9W{=X(^0X;i(D2e#TErlmv9ephrfe<X#M=gEee^nXX~+@}Q6-5g(k$<<lG
z@OH&PO%_QH?M)6acDz=900nJyTix>((U^1;;TtOa5%|#wS+pVUiEb!KZ9K4&bM9<Z
zb@9Mgr=2dv5LX6W$A~K^twSfhqqRvmCp{cMjtGukkJMA$CP+XX4kHL8?nM6U>*B~+
zg8Uy`4>P&MvnJIeU^Ql;ZsQrq0V5+rmJPv~<xJ$UIE6nr4UqZGGOgzR(nVg%_@y6g
zJwuc>6e?gj<RA`Hx{s^0lp&bARULb8D-loAAULZAV~^pM>$n6J%OP$vPRfukb|Ue1
zhAS9lWkViuWCK+ami#<RN9a)mi}RyyU%{X_VzCO?qk%yBzfL>(<0wjR5!@HROA<M>
z{lRq)dGIK=CulS<l!M&v3s-Q-u$*`!+2_O+lLsQXy^ciL#+Yg@HfdCR^Xi~h?usI}
z!EJqk-X$ojAF%O+!5}E3>pi^Y8GPUKTy!SbS7n+t_NN+Mm#z`E*t6nV%ojW7aA`vD
zl;DFVVD-`vJR+`S!Cu^t3aC?*{c(Y;1ZviQ&iEsdrZ@<t64_C?Sq$hCDNPuY)&?ft
z&wGkR(v-PJxX9m0lYhk^AQmd&=dzBs!5XMYnMKoE`j3vROfn_@Gjfc*)B#47FSqCc
zzxL6V4Nq85Sqp-9-*43xLt53_Iwb$fT>kd-UMSOL^bv|sE_2<XK<{NIou!3obP?eX
zLRLd<4MFC1d2<H|$bEP&xJBGM7|k#eJx6;RY@V$p`xiq#KU$i#8@L7~q#wk5!e>Xo
z1weZKbN4OMl_e7Eu)^;i(=iWRD^tAGr|br9Lx%8~Sb-N*v`!JaeEHURtb16n+O9_)
zp1m#llWOxd8%Dl2kWh-U+PUmY#V{P-2;`$h^IytrHKQc^!v_%;MPkDM?lRzv;V}c2
z69ixg-@_@elP6ILYTA6gWlw5j#t}uc$%)sM1}A>RUJ!R$Qee!ow9fIV4ECfiklHq1
z*~f!a_q>syLg?hJ-0cgy+hDdsI7lzdNu3>VTtA|JsxH8mX~{@C%@g;GdgBef(Xzh|
zcQiCE5PVYSWjB$>&H}IW?`3IF+|K0awfb)vQ%X<$$<`*@b>fjA)g-tpd$CJIuDZ)0
zl~k1d+Ys6xFWpr|43ojdP#~ey1w>9N8JnbJ>YQnqN<1>rZM=jzKKF<)J7mJB3Y+lr
z7=qlmE*E(~OkdAO&0b+Np2&EMOwIsrND~r(kewZ+kG7RzWQi`~N>o5<-=P*1mt(vy
zGaDpLz_jYJ_tt2gzvQ7DuVsGOv8-*4ppM4<I)a1JgB}U%kt6BzQ5@o|(;k8wxPV+7
z=J?eZiIFHc(U$@k(tyR@e&coEErYBpM4?BTkk03gZZ5blr5GP2pRIuiP9!$}F^j8t
zoO=3xepJ*M7`5YwH#Q)9u3aX{tqoX6K46$+2C4gG9{9izeS|3>+6pF?9R_BUw^VAz
zb*p^r30yMCFmqi9|3KhOi*rE$J;vCFRh6R3`UCC7O^BPA#5ORci>z1AJxc2CX+DYm
zJqR_yYvU%}tiN;K_ef<(TMxdJvH)BAugnw`tOWDZHs8%q=iUb-*2S7#kU%QsnMUK3
zdKaIUo1x{8e!bp3v4ru@V&d0Z!4xZGhrqeRV%4RH5Y$0)#2UjdMmY8PG&up89?y@W
z$_h|&LjDugX?}+6y}?))7li}R$TB7o((=I@jboLP<eGfk6_knTUB{Kd1B)sTh|PdW
z+IjAqABvw+^2ZYGFBi>IxTpQiYAge(@~u+6Q?rI>1B)(m_TH$QKjkE}qlKu8t>g@{
zahMRECRJi%xBBqTo;s~&o<`uE<fztBhENDi)Xa=Kgg=P10TnS2W>%Dvbu+g0VqRRR
z-9px5Uhz;GsXI?g-j{x6L`iW9=lx><xv()SEY+`s72)Bv#i0@6%rFixg?M5YG|^Ny
z@MMYx(h`4RusfNqgJ7EWz(GycINIfGBe-?cLqJ@dco^|t%=&ze*17nDl#)GM$`WRu
zvm(*h#`6&sVP+3*12TW|oDDMfGl%Yz#Y7;}ShuidOz>m=T+qplB(IZ^m!^<enzVJ?
zMBLzLZ=^x^X|hG$5v^Xu8n{mDd6-{B%2Hml%ECk!!>SbQRVIDv&lc;=?xRHF7o+Km
zCUtk|>F+x8_|{5O+E^zU;o&)L?M|4K5Nw8D{Pc5u$OW_8NzD#g>R?F~m>4&KnFVmU
zkubk;vYSo7-UJP$#VHLf0ep40rOLv|Q9y)GrXpJW0{OIRxP=O7HAdC@f*rPQe%*Dm
zaeZKv1_n$3;KUeWfu?B}HS|z)Z}IO&tS8I`>U2_dn>%sJCwpf7a;O4Kpd47PD3JF<
zk^*)f)MNXG!+!i*>8g@|rjgXSgAy%RW*IZ83^ve4$G}9K*<lReIA|gxxI6DTGx!q>
z_H(@3#U+a)dF$OvGMZw4nPFzYx)a{`zEe02#$YP9U?Xg2Rag{JU|}2u4^;}54B#V?
zOO*cbTuWpu35XhD9{Wl@%+2+mbi5w;7clhkfvO{5W?*at;wjgIGe-YqN*J~UNlj{0
z=w{IkYLMoL;sE5dzow*uHVZRIozk;R&(#66+1)rA$SH=DgTB;<q|ZojSuY#v-Fv)2
zE%>o&135ldpmpy4F4fP2y*OQ>NJ;imUW39`K~iLn^u*X*o=Lyz;j}RyeCi4&TglHD
zZDkOgvkeKbNgsugdK&&nDI9Q;Pq#A!qDwZz4o&2~qh1yP&%`oxirRSKb85FU``-N1
zstv7+x4Q?nO6xrTF3M+PQ(B!JMn@nNH6@E*2ioKrh=N88(vcw@CJf8C@%C3ud^WXz
zjdu@xjFC`{RyWp{$k+z+OpY==i?=0>9d4!R3!y0J2Ws$kA1l`KUlXzKub}d-`?&cf
zKc7UBKYO}w1E*m-PCre>cL2}#m(c^VSC@XUf4pJ-!C((unY90H998xskQ$lJKEZ7U
zF`UZ%U<qD)!-i26<Cz@Z0Lut4QyiA%-=jQKC?H>;^Z>B{^r{7tEr>cZ7d6jhOU%iH
zQZGsT6Pg1FZ?tPiv6gIKAcclEy2l{Y-ljs%UE$Pddm`-g>X<EWs;LvHO$~d&TKhCo
zx5NUHbr=}VZ)py>5Hn<tia2ew$+y#sbLNkMo%`w1g6(VU8F(h!vJYaE1L-&R;G{6e
zj3OKJAE1VWsF+(KuKBcgUCP;E2BD;-Es|DWs9+v8QZf8&5=AI&MSl-mnEbRff+C!z
zq!3t?=)AMp>|J01Q;c&tzmQ6LdqCwwY~y45YVIm^?H>pc(Z!+5^;2pBg`A+|qPC6y
zo{Lzb_$>2xqS{w4MfVdv-NeBu7q9*l{A}bCWnTNop<>VBiIePOO9H*rddY_mh|yCP
zpUtb~zz(l@w{Ew<HSaUAwUP_ik<B+Ht7nXvpVAw9`kk`>n)?{ILVcW$dsOgAn)Cqz
z9C4}N4tv|>SdL<h#cktFA*oFEHeH?8D=eEJZ2wMa3Y}c8<r9Z(o<936+gxcei5uki
zuDp^#FcqsLTTd2r<w_xvERTt1!Jq0bzP9w9X_phYjyG#ta#-e>mJ;edwU1wPOP+pW
z^**H=vGQ3{c1vkrcBxn%bL{3a);SYBvMnbJ6ceo0UOc(;$<erS0-JQ6WI=cMYM4Gb
z`_qQ!cz;yt2KltQbY<PKSi?(Cn@#$yq}1V5(~$F3TXKlYJN2_9dO5?h%;R31nEs3Y
zxofQ3j`z&}!|fGkbk?rAni)!8*~hD_^F7D&@%|m2@)uVyO-#22y<*?P-z#4uxnXw~
z_!IK~{j(36{^lT3y?uJi*7(2~W^3Wp>Py5E$pDacN!c)-#TF+g{nNWwLlX|5{!|&n
zyWwBg7T6!7RpnLCLVu|rBzP#eT>SWW*2HqnIzr_?h58pxvH|o?6!?OfNc_cY<yv)v
z{u=H{Rfa%nT~UhjfnlQqr9bnS<%yPPD)Zkj&g|eOAbp4%vL;T|XAsT%L<Jq|^yFOH
z|BvP=A{kEjDAi~qARD~h@%B}xdG^+M*zWHIN<wwkK<4bCh11@j$zY%~t8_(4fV<sv
z4JP8Oh9X1?<MZcmD~b<)@oMw~@eJLgZ)0A*kbbr4rjNVRss}$Wfp4TUJ3qj=iXk;f
zlLp`5Bo_GefKeLJ_e@QjI(I%c8U7r)`Tbi36MeW`&E1_3d^}4N{qu5uRx?n8D;PTN
z9@1CIJ$tm&+>>`_deb(+GA7X?#Li{+bAfL{z5VK6oTQ^!z};f>JvH?)nwKl76xSV;
z?+iSh{OjkAds^G0j_K~M*>=Mqn?K`^tUFm-X9MU5GGzW9HhnYl4ANEecfQ2SsfxQ*
zZ-;p4ec3GFv6qIG4r$0Gw%!@4hoH<(1`~9T?0DTm|N8nHZ%ZZJFO&VEb++qV^&%km
z_1xD+qO6$HpH4Y1<bXQh^iqE}@5C=3@Rk(0NK%Oy(5ax4<w=^-k+Q7sf>G!zph&K4
z_9zDI7nen5&1Y9hZeQL{>IG8?J_KYPCAq;V`tOfC_y4&9PzkYfS3vq#z%5s=Ao#9O
zj9&pByn<oAawidi4N)zyykBAp{l%K*1<(VZSS$H2)Y6X7w)~QO<G+wF>r`DzL6Uo?
z!ahRLH8FPP-Y2IgH_9vZkJMv<Dyd8<;vfDLppoO0#ZiugP>2;89n?P_0^qJE)}awJ
z9dFvntm|w!m6+MTnLF2$PQPCSc%9dg^aS^V)O{Ux9!8AMOm?<(Jb&8R{npV1k7K6&
z-YaHq+Uwt$gQ8v34`%p8cYMW;$=D?U<AWV1)W{8fJWVTu8b0I18;(2Xq$#HlsLD*n
z6Avv?X8hwO->Et`Ulj;^-e%nP+4dhvS<<SH5)hyj+ya%*jQ4p2j`UM66iz#BH1|LM
z$*?*v2-YAv0(+COMx4r>(N}Hd6CC`3P7aO18S+Qsp{IsQ=(wG1>6#zR#kMDKNK7tO
ziC>1J%q{&dIr~KfXQBJBYZ!;HdzjVrM@i6y5!AXNTz6%w0k?9Z6?WEj$CqFragj<z
zI!<WSI&<)E6fb+mPGY3su3(*0R_3y=i+`=Fgg)q^GNrkzq_O?y%mrMve#Zy**(>Ai
z+gW;c%q7CyXS^3kRdA;Q46Fzh>)cM=k%FZAuRoj)f3%{1u?Ucmr>T5A&*t8?kt6-e
z{?q+#{w>U_nJ}|3cf@S!%`hR$&!YeI@ZMg8Q{Pz$5q`5o>K_j|V&1`@4v@FoJ*0m#
z`j?Jw_M21pb(J#a(q)yaApOVVgm)1sAJee2$r`+lsJ^x=tvi4deFa|}-2LgnODk&j
z>LU~2N7jT~k-nwMA(qJAu{6sYi0XSW3Q4A5JXaouM$JcZGqyc+<%V9$%=pvJRq21B
zeBG5nit!!dA7#<Njp+lt<Vp;2k<s6H5@c#NcK*nf8~A2k+`gnbTGh-GFh34<-hBJc
zWXM${bmfs+v;COyBW>}iiWgV^weH{|-UZ%}&kjpSr|+&z?d%*&wNpR|J-Q8aRy8*Z
zSld%?G7H5GoagCq3qIlnu7;Ib<jE?^qSZZ_BQAU!hN5%LJz;>vR2JI)Y#9GPA{K`V
z;K}f=p}UK^dxDRaFN+jgKt9la4)I9r-~UWfvz%t>$uMQm6V3F`J0H47<eGWH{u36<
zbeff$CRa#uAFH4Peooz+@A#~p6TB%c2~;x}jP3cm&>?y43kkuX3e@1NloCZ>sd*=y
z1BlC2#q*_}VU)ESY5aFr?Ru2szxaEckoy(HHBmnW>QP(ypnm9?s+_m|>Hk8IKWGIG
z6){~$@F2gm<$W4<ddH;4|C~s}l3ZN!0Wxn#&t&P6&U(#)z>9?E3@`QM=<Shq_A7uB
z#m%ik+Vf5|@Gc*@C;u-%`Q|=YE)&G1dS5`RuPAVkO!%|PaLZiZnbWc(5jix-f{{M*
z(EJ)^JwqUaX^e`mZyaLuCE1ubBQzj(W}kcm$SSqo>tu${CAAT*E${l=N%XCX#wOTo
zye({$COJ62W%1}c$@uSY$&XT|!p629iyRF)qVu!)90Gq=H>ir5Tk#Wfp10$rvx1Xv
zI3|8rnf!FKAnVh^8CF1}+US97vfoaKH?Dqk1FAkk9r>AF9(SeJNyhz%C;|4PtfF!(
z98iHgeMeE?xTS(iS!RbP9YSLEI}u3#D+5876j{A4&04*oT6sWfNLP02`1djJy>h#9
zwqQ7h#p@<4kY3<u`wF5isL`hO>kyopig0wm_cud88ssv^H~Pi?Nctx`N$&f;NV?;m
zLZ}HhkYNOri!Pf!N|k`zC|%n9dP!WqxtjgS$wpPifG%9oG4^wo{jEm!`Pi)*5D;zI
z_5F+q#^HW<5^ojlh6fVww92@=u+35eZe?PvSf>z!O}nH>%;G<w`PZ`DrR~azH)L9u
z7+xuA;#6*?Q0C|nxnwSU_!uoojNqeEk~OW!X<@AvR}vrsx;CT4JDlV?N>eh_7NVO6
z*op2l)Fi1P`$ynajQc~`F41R~gixTEe^Tt=FNSK&_T71^9OGl>6QN6Ij#&z>7r!3n
z$2RPBRM0fry7LeqiRRu(>hI0mRNRLWbmf_|h90HyN%vHM?<6vJw^A|jCx?B3$f<i>
z&zfjwlv=s;HU!oOpA{6CM<s2HmHFQlb0$DY<N;2F^dAk{1G{$k-wUzuqi2aV%U3V&
z6910`eG?4q`QD1wI9(65cVwqB)%K6o$>-pX8LyrKNMLG>)lg+4{TZ3B;zU67jL_Y|
zZ*i75?w!`^R!0im{AA=zyF-*M1!B5mLZRHD{T}Y|4?fi#uTGkZ9{*xfDf(bpn%W@&
zVSf`y{?{e&s#cB9=PR-vI9gkz{O<sXQziQkJ)A%lK1fQ?NXGjECFokcWLUrCihjYA
z$ER$QHyqan;Wzhr#5on$UmICLgG(K`{>O@**Tx0>1qqCtw1-~(qV7)WNxn1v^<8j@
zquBod)HJzUfNxH~Uk%fF;R9RGxfEs-+y6amls^F<u9y7ZrZIxOm(d4Nr&hI`8_sgr
zizPh0k~b_5LXB5@JLi7$6egSvs)5_1yZZpG9#gGFz!l8f-wBMJd(rj^0j512>mE3x
z*<B-LcP2s<0OQ@<Kq+cE<Zrn9=_SKirp+q#^jG_9;Q_Z1+TDM==3BpGew5Ob)alY#
zb}6%ee1J*Tg|w7$zbLv0l%NI>He+r7SBTA?j~$J~j>@U0p!mPR(`OvT;h&YxWnDO3
zS=P>;m;Eba)Y(+hLCPC(>HuJ}tEM<%B7{VimcKJ+gb{?1p3r*AGBZrq!=)&Bd66&G
z2x20QQZZhU@xi;TBw;^!^UewhlEy=0v%gK+5bWDS;4dxnjeb_nKnXoL#BQV-2+bPE
z3{P(Puu_jUmn5g?hyEy-?*VQ@+{8EfoeWCqNWfnu0sh-6{YiestSQpZS^@o(V|w*>
z_EH`-2eM_*O$qB;wXsTKq^_Q;wP_imm;m2FBDWB2*Gld_Mo?EtV?vJi?rw~s%E*w_
zOKfg$z$VNnKE-cy?!J!@LvrHJ6h!R#QsW_$+$E)pL#Q%Z!Y;Q7Wq($`?XJURA`cyR
z(XgKA3`y<|Ci|ts3ng@(Df{M=ylI6ngSi1z*#x|tn^EY6zg^{G9~<@NW9O^f3O71b
za3{Ms7AnDLfS=47jGebwPyj#c{5qM<=jV-IqMFjRx1D6tK>R+7bS$lTt0m%gql0&7
zeE=mKetPuAd|FAgiKK@+oE{_nw3M(Vs2CIRrRP2T97@om?0iM7=*L@D#wPGzUbPsa
zDGpA4+~5_e8j$9v7AVx20<Sk!l6-v|>`Zd|0dl9ORDncUuDYk39QlzmQ8O$`Be^vX
zk{*IB{K{)`s@QD)kPHbVGv5n03dC!ciV{Xh;_?nhft4tE9cQ9aGWZ?{0PEx)=+fg&
zx5L2r#Uwil*PmuWik`9Rq<HRS&SB$JKi$BW!7$4b%z`TVab8IsCu7*D^IcBZ^3VmF
z3&ri#Dv3N!(R=nctpIcYIXm4?7WrVI1amF5X4wGO#WS>Cq~-rAR`701K5(c-IoRau
z$oQ9Bz6E&^;CVNN7jb^_j4Z{$SQB0|BA|%)5OV_6T9KBlTGh=Y4Spnt2I9K3bDvFq
zer-%vVr}$SA);B&R43*7$m}rNFn2P!z~6Boq3VEz42xlmS?VQfxx#z9&d*3@l1&4-
zbK8GYx=!}+{%64(?`Rkh-jy&bPH=#ewf2`0I;#z}KJtd2ZJ*{vJpZEw_n>H{Tb&Pw
zq+!>a1wy3Ake%U11$E-A2~<pBkbwK03QGSYAAg`0lm%a`Q&^>)b}%}k|Hm%=5QMGO
zfnJiWVFvHK@c=nC!;z4~>Wd+XBB{xg498|*0|a=($Gb^ID}Awf5V_6}1$B|%5y*Ie
zoj*;TCP21O`{swVrY;%s4X24zk6|6u3$Ll0?;+F7TH?Hw5A_K8CC12W=7MtY;r5|N
zbZ{xgtV?Ijbw5zi0r`q!J{sc5n)E{ylmz|^735TQe*niTSo<mZ2N#demj&7M$`D=w
zM1FatQLuc#Nz6R_?KJT(!2zM0gv?|(s6-3Bf9myam-cAPV?hvLJbs4nu|duLRs~v#
zR&7)vmC`%gO)9uUvER7O5=6b-_5W;lmxcR9Fy`_>zboR%UcQ2wCy9!)*1XGVrIqMq
zSX4$oP>oxg+WZP6N4z=0ZJ?ipK({SYe(tl%cVVB`0*7T7(INvv_Vpqs2StC6_oE!@
z8s9J82Gi!NchbuE;x{BFEAC7Zz17ED{F^;Wral@u>nDFyI@g@1&=SILka!-1{C#ro
zS6Dh0!1TyIXf;~g;H+5DR7WRm+4b4i4+{Ypreava&Cz}qYA08`^a61KHZPwN+3FQ9
za8$#v7@w<ZYXcZ+Ljec0ROCd!iJ$zJ2<-G>tp+h~!A(z4@D@XAH?0`cAvqEhi>xR3
zP6|;M=M`eC&k3BtfFP9{?40s2#Ivx|&k=r>iK1Hir#Y>{ujS@r#g*QJPN>8ZobH9i
zm019xX_b&0W|cX{xXuo1uiNu<^y~o#FtYHP6<`@&*fA4}PBx+C*I~wjVJ$NETb!rc
z<1(D5lb?vp0)*}x=0>2D>Gz%@90R|e2sSChA$Y!9qtu%=W;BGVu{?{scb0`DcSSxx
zLS~U%3rs!_W3@s0@@@ogJYUlPGJdS51J@M&EqJZImC_TMhv~K$B#1c{Du0P5tfV{<
zNe2KzK0FWNKL;KCAO5dv)~*f`jHlR?cD8<;7=C(3aAeClIgo?%fUP14CPunkq;-DM
zBdGa|$QEpslKc0_2f32~FEkIT2^AeZn4m)t_HY|r-~^@2u^XP?^o94br~yS;=K~gS
zHAtYUvgj8KIHTosZVrZ<pcXVimQf&QA8+#4reQC5xF-KpjKJg3v;<{NJ!-;}Y(95z
zi?@skl?OhQ_(@;^br|+2&MpVU^;ywB#9~R6s`sTws(nx)7svZ~9g0W)c*8oEZAlr7
z&J;B(+3{oi#=Fa00qm@-YYMe<wO_FrU{co{vu>7hnTRQ5??@9`6@80k2<&scr7z;U
zDO*eR8NiNUE9S??J%Q}eYZT2Ib~D9AL;PpY9;2mKm4M=MByAZ0RqV#+n1J2aFqc2(
zkbrXAFDtniR2je_<fy3Gh#H^rxYl<Gqn2-s&MeO-&dgP6o$u4p6Xv=nfXHz(L%PIw
z=arn3=4w?*qAqbatAdjKCs)Ibt_dImI$Kd?<r|=+?y_LjwZvyMm*|yYCVfbRg9tq#
z&M))%a(5p1!a)Z-%Z(CFg^T%!{J{|uzd)upM^^+Uy`j}U2k3x#!MkuM!3NABp&1y5
zL2<Cc6#dzG+Ra~yAp?TLrpkfOmDnWtjgljlI<RuMav(420B7E6g0rntBGW!+h=Z=Z
zyoSf6yu|0wl1nJsT;Hma_=7tM0gideTDsZ`B>-oeQTCz$F%q;yo+7m&GuuSk{;vTl
ztNBCOo+NL4<pVo%3T)|%m~NFmRecge&U6xV5bt%W;#<xr>uU}^qAm;F7dIdwScf(!
zp^uKRxG<aQO#}sCrf>EAL5x?4`?jQCST7G$r9$K&n(XPc*$}Cj)ygU?j+V7xt7+`u
zB|yOBt3z&aT+{Y{FLDdnC<0{pakX)#dOdR3=<eF7kPqAG*Py575Zjy+6eWN-W<MV;
zvp%&BxO08A5K(^x;Ap>VQ^XmEd-wl9$wgKmK0?xUv#k?CtFbtgHevD8=RJ`n%1mrt
zjsl>*J5j#qq9#KD?elA<Q)9iTfPnNMW=ye*sE{Z?RkFA%j)<dmSGRdj3!Jsb3^9Xr
zl|Tsr^EQ=;0!YC1=C}<uCezfm;ZSQ7uh?zElv&uOD|PNEXHw}PUs5xapd+tO_5z`4
z;*00t@l4gF)%KsZ%lYLSzVhQ0iSiwLG-(a9ycmhHle%?234r<$1GMSfG{1uSTP~a3
zE{?(|r=>r!BUGjd-FadSE1}6WVAB;T5&+u^q||PP1CRLT+rp@>|H{`#TBQT0Per08
zQn>N&eDI4vnimn`2v?hPFT<%`G}?i4SemkE0B3CP!M0|oE`k{JLEqVurUP96?;fs}
zzWq^euZ|^WV)Z=0(OYq;0I0n8<t(?rFhZb}wrrRm(WGW$&g-R1ioXa%^mX~=vc<^C
zLS^%`BElk%2^4q<BTluO10?*KL$P*|nuj?<@M;^jb()eK|D}5sxfl|8a-<GK?%_j$
zjI~bGtP#z1R&B**v%s<X{NWe)$;|y%2T6X&$r1hrEipye(Qe9H0HS3cd5U0M099ir
zep!1uCkJE+HbP>T3Z^}P1O5Q_ITgPSEa`(PX_9TmJnS6bB|lFK^V97pz{A(?MYL-V
zKN%;n0S@Kb1KuR<!i`dIxW(l%J|FXV_5OxF7XVJB1JTyvBrl?ic`2~)E;9rU>P$OT
zrrJEG5Ah(~2aRx>xm8!wP*5hb@UXdfXH$@eI(QYJ$^<e1d)R^l+8-*a3$VQm2E0Xv
z@R0=huJ|6NzrG$M>48^sOKONs#WJzS8clS&8Us||Cw~BtQn5LI4wO5W{kC!!_dp(Z
zw6vO`;o)hTB28%TQ;?0<rA0W?wn!u|Kpu;XhDj45u(l-!50Yl*Yzh!!q)6!oEuvw%
zcT#J|W7NI%K{geQkH_W}%Nld5mMdvVJ>zf*z(94`&H*rb^P-HUE9eOPZO@2kN^C%t
zr6}!*A3wCLZ<oi~VR#N^0CIk>O>p@WDuM&Z3P`3T0S;~e)<xD*`h|0_VLEAwaVo?R
z*SdT*0Lm{fQ}f!1Wu^JJ=;B65yM5zrlUv6S*&H@fMbZST*G3-r>7N7T+CRO}DZPc(
zH?@2oJks`8kmr`kjE0YU;3fKQfCL)*k#9y{u6Mt!zGMH0nb)Dl2{<o8a2*#3zVHxz
zVck1f%EkB4A6--YllTU(gQ(r0wKd1VT%8P@%7NPfgm<lEB?49nH(nA$Y{p*pCeUKm
z8Mxow$5=j)WSyatiqU?(?16veRm}l|;Jq{CK1ET4X1m`U2!Feu`1eqI|6pr#SX>_|
zw>5;aT92W5n#gL}t|5_YVJK1dH!co4kR0JxU}`h?;U^~GjAzS&8(_G+`wQ~jx$uxr
zuJ{vTvl9<7VYX-Bc21E0T!0<$gyA%ygzS2)9R5Tvd^mPxB=hP08kqid6=+#KG{|XU
zK3HH~JUB&h<Ham1+i?$Y^d!iBXSgd}En%-bs8Gt{SxE>pOf^Asm~Pz$Uu)5Pm+gyx
zSY3GDHz?t0lmw$}?@YscH`YbN6d$1F#G>nJNy*i8grx#|eQnvZG`C2AEcAAmG%7+S
z(fx)5l4q-LoPYgDQABz-imsxV8b%9Wvf;z7ktjcZ+ghd7oSQ@g+n&1{=xU5T+fCy8
zh|Podz1wWMm=GFwct<(t148+T;Ow60>EevL_k}8@2|?fy06z?eq(>(u24N2cb99(1
zjg}<Km%AB+7Zp48!(j2W^vK`gmVy>aTQjbEAGI~*v-4TI`#$dK=$4p9e~<|8WK`Ue
zZlwoCyjLu~F59<#%jv`b(&y)@RKp~`6kr-ja&NFt^(!Y%$$i0_3rhJqA`K%k`kIr`
z>CJ-Z_8?^+A=$F_srFiRUyg}@ub(_FAW+aEcqW4u-*o~zSvK^TNes^oq|yRRhET_O
zICI1gs{BT5CxcjH;C|V?N>EI{C7>lJ*xd3BjSlN#IIq96(3U0^aJJDA3H(g$3@y)R
z5b&+9nLmvf0U+AnqQ9pDRo=mqHQ!7uzZb_z(4v=VBbVkof;;%*Ezgz%?2<3igM;Uf
zddSGCms=9jPN%<3`nf*6cFwLa@Ozl73!CJUtR3khd*3wv@Vw~TgGX-lwZ9t6zMC;<
zJssaXlR11_#*ZEkPCtVkw@uDmTK#NOco-9UyM6h5H#qp6@9o?DbS47!Ht;?aV4B%$
zj`S&0{l#^+oP|_G&JfwXjGxst*LB*t$g9(<AqBjW1Cf0N$ypiWf`MNMu?I6Z`f`0=
zY&2E(T`%{xZr2r)d{s)s{z}ve9B7@A-sCoPmbq}ayw&t&FqC$@@7+hoSF1y`<Bz7r
zr!gzrJ-}&b!hICEE?=&I_JAWp-N^4GCIF{m0?1h-u=m4CM6wKI$}ck>)&92m?H90^
z%;K{@UHrDjzUD>P!0)RPy&jS$<jL1qu1R<unap<q9JPBfga@5RX*K^3XLlVRx6UXC
zJJ4{$%-BHF@PwfaH{38ZNyE&{%*@Q3G|bEl4Kp({^ZJ}~@7?#^-~D#KUH>y<Tb3o;
zl06#9kKRJMFG$8>u60ky5|z+p+0Kzqzo})Y33KPBbymb-px&4*@adI@SPxfw<N8ko
z`=gJlE%;9lzqZuLCsRlF<<iGcLs{^#3^w=cTAHe|ar5Q3c%uQqhMyLCwq~gY*A)Rz
zuad|**L51w)LCXF==mq?phbN9UG8VP6okR84bEdQGZzco=5>>iaF^0Z^Xs|2Ux>HQ
z$wa+-rY&hvYj-=`)TV1gD%%J92mVLr`=coxP9m*D<E=W)&lka`8GlaWD;#ppmXTE~
z;@q>Bj~3W0&EIB!bYvd#zqp(0Lh;#aed2mfQ>_UPaWUsrbEf7sZN6{A<Y~0bJxpEx
zpfzp#v&O{U<o1m<0iV}(@ao^UPeeaaP_V0dvi<71?9OVYbzKKFqg9xb6FQrKiiUz^
zc2;Yy5I3&gIqdFR9C0uC3^)ByYQeZ{wA{umxvu<@Y9^59{3g?uJN5_}^?KTDUv!a(
z@C~NkTr}OWU3bn5FLM^r0DqBj5PI&h<J7TD%rhmegU&q>-Rx}d_0-()!slqRagl@X
zH$EPEuQ|>XCv^vVHHRlybzACvL&Iv<c~cv{JrN6HXThcFs#YRAllK^oA7UOx;$Qn4
zTWxjt(SN#DKb8}4IN<9#%9^C=ro^6Pt{1CSh3m@*^D3D~(RTPKNZA3M+Twhh753cr
znh*cdMcJjp4!tQO#Q!fV+za3jpqeWVa`;=q<JoF(eMzG7TVcKdAx2u9PygDqEVazC
zo(m=~Ii0%<e>5jL{I5`2=OCktoEVoX4$r}zc`bB=8DHkJ`#W5tQVRxC#!wMH+sh9D
zOn>NayYKuYJtPDP$?(y`XXG>y>U_J!il9|;sv?w9Q|Y$xyP8oBnefcjXEW8@=b;-~
ziU}|Zm<X~0fJ}zx&Ki6fw4m<WGZ?uM`Oy|=4XT!^q-Zb~U2aIW>1nl;3v{1m31rH{
zJ2~4cV~7nWsltV?Mz9PgFh0-vl~${r`rbZthWtz9!Vy(@Sye7xlzhRDJr=*~Tfo!R
zd0PluSO$x!LqhlPco4EJ^e<){!IG}+@1cHUxe4t*TCy>?8**du`D>Um!=FDF4|~W*
z>*EVbIZQ{jc>aE{O69M|>W?z1Yzj)y>AoXd{0IdF0R&a{pz3cXUfI4ZDsYd5F6?L_
zv|s1UwS?V9j)cjfp`5wLGSKCN1i4h)KOp@TqQkQo(vYZq?~)g6FgUyaGpb(VPNkT9
zk_hK*oBv|cc%35c<l2tKF*>8a@%o4Dg>o(Yozh;v*Rcetm>zm5ZM@wXK9+4J;z+dL
z(AVulT^wvUNa;Nyk_#(Ti|&8ejNzxL_s4rhn8b<J-nw5Sj%@2wn~;o{&89F4WdHmz
z+ym>;SRFs%eAT_@E*W101vg4cxZrf{S*$_xK?UolbdwDiyBip^1!*w9u6!H!-7_?>
zaGD(r1xb)C8T;yg04^_lXjOQ$4z580lgwmQ1|8S;=M7h^^NrC9lN6y3h)TY|iPSL1
zFh$kh4!r$XH$Ga5UDf(tx7!}RsVD%JkhRbQ>@0wvjcm9d*_0|qYCEpkm+@Hm<<m4F
zj^<?Bp47&6wAQm!y>`@?N@O_koJHQMY#Q_50n%|arw78GMK3NJy~s@qinHo2dzQj$
zxkKgGHq5>Zf(;{*Wir1ybTc|y9gLo<9^3y)jdqyk*xlKirIgoV!P0AQc!EZC(nI!~
zYdl+|Vy@uXdQ4amp-Angxh)ICT{L5c+SBD{bLDR4_xosunBaKLrb|?#k^FVVLjRMg
z0-`(+YSFzM5!I}}IDHpa^1Xeo%mtI<MP(aa#$(Y%xdoR)6MgOIXQYVaQ)T1VnT){2
z_4#JS3W&hWmd7!T<iw2nCk%7=Y_&k9&@*}W<H;bJAcOnB4<=IDPxp^C*8T9nF6&jp
z&I~gToD6GdB+THmp<^!CTE^>=+4NLjdbi$w<kCpK^9^=#`Mc9=wuXY@hsOw*s(`hz
zx-92iGbs=veka=Gz9%-97>IZa`L99R%-us{zO%KYK!_1u=d;E|Vkie!$I7PEhLOIX
z+XqH-R|g5&VKUb@lU~}xrh5Wo21`-9DigyMX)*<|`yDzM+XUe#ooFPi55J|feGQ2`
zohpwn4JDW9dQ`Y%JaNKnmsfdE77j$0tFr!V?`NnRz9M1u$#lvQV%29J42WJ+h9_v3
z{<xQiYDo<&==r5B=Oxc`y@Ad9{BX8yAU?<(rivnY$ceYhd7T`B+&N8%?L-f;^#Rhc
z)nL&=3>m?vcyq}1?zQP=q~|xn(0P*i1`8&!S0Oh&kONCH0te}cGuvb98;2Xk7k4|?
zshcq=`O63q;uKYGkj`J3Y(cIS$=yRKsmaSYvqjh<7It7K3}BS$<E~!rVJ2r?SQ%Sh
zg;DFVK+0Cm&;1jVvbwKE)ROgN>1I$+>?As*m^zg+0(a*<c*Qrdx4{NEsTm)EPL;D;
zWe&H89<}8N-}3y;bOBMwm6edgdh{nzi#2)%*qN3iu@NG7Po46#H~K*9S3zIr&ui;w
zq+VPg2Ny|lDVVni^NbKj5IU5&5to2o;Q+|Pp#4!RE;pHaveac3V_}ChhqEmElI3~~
zCO7TiD|L2p=P#me;?Y+QHY=OhJq8%VHzesBVkZ|+<**>g#wE<3m<kMJ&-<A=Th&*J
zsCzvrjg^<~1qfY_gH<Yu2?fOXA{ALxP}nnh;=<8-d%=#|`@)7&zyl5MxkzE^;zE(s
z!~0Sus_%h+kR=lcDu=)6p)ME;qkXFuo4dJ@uI%r5VVjW6Tq|l;qzi&k4kqq<Jm<4<
zBuBE48mIQ09J7QZygkg|5xNxe_rM^GJ`r*2T6d~>G|$TATU}RARv~??J2iT?Leme!
z%T<e9E|wS@$QgXwuq>A>tu*koEV0q~v@{*$%N~*uQPUF;O7`qM8z$xjV@HTVoZ&n)
zfQmO0%3)jVEM1#|xn7^b1jpzz)_57oF6H^SThmUk=Y3E1N8MyEl#JV3@zVSmH<s~I
z$$PcYdjHSN>Ki2~n^t3gro`AJ_k)@^0_EE0%4o3;?wg(aapK#Q@|*ck5c*zU10iA#
zcd`o-$-`FOL*+B_7#|{H+V1$v7j2zeqzLFq@~^i98~ATn6s&={{5M7hjwukSRX;sV
zW(^2RvM-8rBqxJHLaYPE7RtWXEhSk~8<I|~`{eCium`ojXt6jP%apNM5|k8gr-f(O
zFUnQow%isf(G6s8A&?}&v*|Xx&6wo&XXAZkpHz3{VkCg*S|Kx0C8V-Ne~q31mM{?j
ze^DYlsD>5sTQRdwF2>{-RHk7Y8*+T`nbrCQyFQ>J6wdO@Q7W~mTg+yAde~`&qfez@
ztJQ)d8@r)rk&_EoUBLKm(us!v-tE9d*77<e7>ng$58}s~&|0wDs}Dt0C9RI91KaFT
z&|CZ>qUSqTc5aXm7E}_<Gga9nRjU?O6l_$wPK4$55kA5Kz3om5Q7VY7lje6P5ALL-
z#-fYSg?UbgdK@C2+Cnb{E_n0Qr<XO#CBijj`r)lcq_pZclkX}D$#+h@yKui6g6}R8
zL$6?d$WD57EDPa-K4b6dF{gJlf6Lw3JZ1P80q+=HK3TLZR4DPgB`|i#?(GNy(b4{E
z&Hha!?-^o|sGtku@BCT!?k+v9OhK-FXcwZJW(E=h6}qxB<TuJ`&K}=$+zupL6LLS1
zTdnX6Nkdj2Xj>C-4Cfr$eILV~qoO7T@U9-Qh~IzR*neJdHjd>o7P8%0#cXrEuAUY>
zOII`u7zlfHNi=@hpcuG)PUN!M+cYIw2cPpXh69PiJdRj%f|o)~qZ!2^nY5ZOw!&KF
zwu8WsFA9BMx_-3}|Lc6V>|=?6hcQ^T*1#K*-Id*Dx-wnEl``;dwQ3`l4v^Q6%6BBc
zIpo|5)%iDIaqcCp9E4l0>|8>`^F&=vQCHbC#@iacB<Bduq4dolG3rybV)$V{ICP6{
zB*P#3H$CK|(lgWHmL4rfzlkKv=PtqGU!_8?&yFe<yM`ju_xn=}$QATB32%N7Q>X$g
z9j6`!Ai_36cT7*>)eMl4@Bdti*?Udtp1IljJ?edu|DS;T-W6E?@f93+iHv{z@rYZK
zQ)jh6uE}>V`7Z)SOAT$_tQ4IzSfrrq<uz*fB<?=2Z1RY82irm%5<6honURL*H`CnY
zbqCR7E*Gycycw@uh`+vqarBY-8F(z?*Oilh#1w`dd#Uefju-*EFoywC?;56oR#94L
ztcWQ&Sx32$Elbn!nwXS)f1>RWEV_o7V~Jep0fN91j@i{BO+1I*f)itg@k9%-gw|>N
ztV27MIzxIW0=f)lJNGT&DGneU`3l2YF##PHJMl?|@I86jVX~j+JQ|#-CKgyfflKv6
z-ba1%ueT^+JIBClE}+O7;^=~Rdi7Agmd?&L6^BR(tBr#){c}_)Js0<(78G-GWB`-m
zM&y;WRcGJeiF?}EmS}kw45ky(ka_a`_G?oeuH|WI1TEMG>Yt-V2r#0}e`dzYw&8<#
zQ+^I$qPTMW-iH4_ASqt`+m?<S$nV!3VWtujDd>(Xq_0Y@5MUhr9PJ?!iZxrGSbbip
zAbh}iHY}aeULIr+d{AHJiMzQ-zqMYhKX}FxQ<7GTRB~tWpm(CbWijq|^fM8?Gvu_q
z-NC%DKRtVfd?4pKiBN;<dkO~wlPKy<{GQaY`86u>EnraQiQ6D`Vr)?GRRqlIlfno2
z*r9`t%TO>c%s2db_$bIOu&!;-nwIY%qz{mw4<O{bU+=G(CeDhnKb0}*Pc=)YwZ1WW
zk)OO-hJB^D_XVEITI?}A-&5W09~!>8J-lll3Xh5WZ?dlw^iIsASE2sjSzRoD(OG}9
zJv=<{405b&BrJb%JO7ULaQthS|DCSG#tHftFz0*ljN(rT0wxR(<OkxbB${-y7+V|K
zE#Jg?EPoT2r^>kM)mtU?zA~(r`;5^)k~uAMRSachZk&ndZcPtk2iJPmBkaJ~MDFJn
z^~<ud)7A8F{PH}uS_NFmeaTDY8^?YNm8d9>C86L#+xFGU$*TRC*)(RlcsZp8&atw@
zh@T&)sK-({@k1lyqc_y;w(<mwKdPa`f@>(%C3F?sm<Q~C$i4C6Ur`nj^YwFz_j3v3
zcPloD(#-9vK8}D7>%(bFs+-{2Z7D_xZybKiIaXGr#f_^+ZAPW{t0dz_m4v=2J;~z|
zSsif@O0Gvs3*O3_QuE2t__dR<uBt#ZW6b<rqxEUdO$SeJV+`DMEv)Z;<w_1`#kBd2
z<sj@$0{Y^O*uQV>O+{k7z>`(8zX+m&NewrOokb*hkLq`z<ny@9WfkKiNI^ed{DUhZ
zHyJ}Ezx9kb#1$u<T}PuCHf6I%_SIIJ`>t}u9V+&aD9LvrG%>#FxYc1!7jWYpSrPV$
z98W!&{_m$Z=u7z0slTedu50_i?1Un?kHD>l2t)_wE>}%I&%O9)b73%&nzO&sOD`PS
z@)P)+M$sb;Kg=H8P71Avi$yDG(QBgrO6b80DP%g)r5(<gD@Sa9qwkCk#6LTXQFI=v
zyHq&vj!ni>Zy&oKx~L2NJ|`xYtAS#uXr7PkcQ*JN6GElxd%p>9I%Lx!*pP4dM^p^h
zgOoUQW>JlZ_TMIPTqd_g<{c1+BvIj-NY^aQczce5sI1OT%MdDAb%#2mk=_S<w4bjG
zIn{pbUb4WKFxL%Um>1CC6gF*e#a0j$1;4WCOuTwwd?`9p?#=fRi=dyY$AsDyaZymn
zs8>cm$mKL%9h(qEg=ova3zlSYP3UMPpI~z@XxY;&Je90wi4Sk<Ne_nshX!jV-?I5{
zO9}J8mVo~k(T?T+w`ljTz|~)pmK;2Tij0nlzOEg~--Q*J{~Nvgo6rJg{ulJ_Zv#t^
zgyHW`F%pLV4#E4YJOf+)_Xr;7KlA$kjo_`ny#dS`0L=lc98m87JRQK|0p8s|t{tGg
z0T>;?%>e)%AgTe@86e{U$QuB}0nQr$&;j%uVB!Im9bmozb{xRa0UjN|z5(7Hz}fv5
z{szc+0Hy~}cmR9{n0Nq)2WWTzVF$o>096N|b^v?_Aa8(=_Ya^4uyuf^_g{=20IdB3
z@d1JypvD0}93b5RSRCN*0gfD?y#f3hpy~m*9ANYTIv-%@0iGV<yaB=<pwa=j-#^YC
zK=uKK9)RWnUK~Kr0b(1#)&T+@U;qMI9f0@&dLF>;0rVf>?*ZZ;K<5G6AAsWl#vS0%
z0ZtvD-U0L<pxyya9bnc0@Et(a0pK2h)B$cDK-dB19stS#J|4jF0Z<+w!T}H;px6P-
z9iZL;Bpsl`0iYj1)upDU0)$;)U?5<`{iW^wJ^ka?0Yn}^5&pyO0XX45QXin$0s0)^
z69O<DAj<*j9iZ3&q8;GK0Y)DH+yR!|+S(eR<N@Rz0N(*T-9LgKAl-q3g9C0JB_$;Q
z&;iCBAld=09iZm{z#X6h0z4hS>j9)50N()!9-!OR*46?@9iZ(2Bp?9d0c@bRw>Lo8
z#l^+_V+jKEAK=;n6dqs+a&mG4I3WNPIyg9(nVA71AAsZW^6~<x9f1A;Xr7&&9l+c*
zH#a*wJ6l*-goK0uyx!8%5@7BDfS#(VDq!mYTpm6?KEM(JKp#N)0mL7G^7;Gw1CStq
zG?tf_1AHH#@O5={m6nzQR$*gfV}5>qb#?Xb?rw2$@zBr^0PEG)*FQZywYIk2-Q58M
z-_6ZUUtb>}^3BZ5jE#-W&CRW>tN`ZT)YR0%!U90>B_$;R<{lvLot~avU0neX-+$eD
z{{_JVG5u?eA;-o-@^`uVxBDvS-=RECl7H^J408Vsf(K&#*ZBUWj`)vg|E~}{CPo%U
zw*N%%SlIv%?>`VcW)SoL8No|;R>u%sdxt4aMisjJX2=8knVEXZC&(8jWH`$Q8ZkzA
z#s~}%?w|xmsu$A#5{%8M7g8v57KfdTR0x+14i6ojiIS4(ti~X?v|Kh!hR73K_*!CX
z{HuqCyCg9SB(LGUmb+%fVM*~>F@5uzf_qE5;wm#PaH;-3PgC-rk;ff&NFCs!DGH^(
ztrdKus*(tz;Iu!=Gm=k70eyEPHHs=t@XG=Rqvm!^E~vi^y^E|WCYc%$lZ(Ls!JpIf
zX-LV95wDKTYZ_@GVZrN2IQ$tClk=IdJI_8@4E@$y(NG;Jo_!(rc{W7TT?08h2mgTT
z!N~QvcdG&wbP6jl?djFs0Ruk90v_V+ivgdnR;KXr4jUZL5@qlLtTT#Ffr9!6%Qs4d
zJ3_9o5|~y7$OlS2CoO7gMm7Q5J$$75A63!5-DD!d-R`-Nb+Wp(f|uJxpetB1m_6zj
z1xfxvGkx7U)NQ@$OTMmZZ4x!Clj+2zu^o;scF9G@+A6>FE+N&A2a*I>JOX@hSP5Ky
zOMP+E;lhqG;yT=mKbi771ia^oU=s#Hz``L87AE|l<)gK&qY8>UJ@Hy3AhcX~4y1Z_
zwZsVy;2eKc8Iy2<k9s}l=zt|HBD`gY=SFyOGKy{%>c9&aJb(F~29=}7(rLD6s}=PH
zjEH)BZ-HD46*2%%f&*(bdJKFzxF^Q@o!SZh2*m_jUYZ>XPRdLH8zP1A3i4;lK0u93
zZ%j}xP6$m!e;wM0z}VnTM35>8d-BG*NoS2*;P2amJXawJeBRq6w#2<)Dv%ZJBuL67
zTZAI5LHw|`=43zM4OKOaU0aRX83`N#>K?2+Z&Jl>;ZEf{G90ORavLI9m8-w^JpWtX
z6)gi*Q+|zx&-eqGmznL1xc(9X=|rWq`#mTQF+A+K4~ET~z$h$JObu)beFN$99%KtK
z@!NSY=m=H`e*Pf~Ss4ONhjS2Y+^4Vdax>Ez&gtya+`USfOo5C_>E*aKp}?um@S%&h
zLlUZ)m+WdR&@N_dMTaYa!&V;9kH7<IDz|5jm14K?N`){nNH!hgov<L-AK<GJyL|wh
zT!#=<qk!%NXv+W*@Fr&FFDPLwyfsL@{nZ`F5E>T|VG~vlrgNk-^aW}3*hbGHs@im*
zIH~Ka?|mz4dS3`o5F<^qgWdaJ&LJp$8<P#PaX(@q7yMS1utV#2N9dGL-Oz9J4Y`HH
z^~hqlzgNJs|1j$9j<JtK<YC}-qN<f8S&!kRU;P!bGOZ<br^J=*ncL#Y$Ly*Slf;GK
z8N~)Tb@L<H6E|n&Kia;(l&*j4>onA&FwYn8OMrg3@xJ?Z@S|z?3#hpL%B(x4ll5C-
z&syTGcoK6U&UUtrt+Mbzg1@b&O#WY|Z$WhEpfo&uzB?!=nUNndqi<{@oB7P*K}=%4
zT*ouh=iV`SN4pC_E@v??swK&$Srf_Mz}a*6x2jN!kJR1aDU4@F7B|SOmEu4I3{`pr
z&-NQaC0JOccB1JH&^a)M0!nK5XfW{`cA@@z+VC0ynJ(G4fY}!HPY@}JT+S%6HRPMT
zV1^_Ox&r7+%GmW^Bu?aNvl&+(sE-|+#8FZfWvlpOgHsSS1V5B|uSCFw6YAhM{TW_P
zXe-C?>z|J-Uo4`omeGN>K?U)s`t;|_Plf0%1&R!+rZK=uEyM)9F$s;eUzw<6O8)sq
z?-M{JF#&4~b7D!GH@SpDepW%FP=U_+`>-IXF^naOmH=-eLj5D+GWXym<<u`L+*O}E
z!Dw9GgsSsEF=DE1*)+^XExM-2c+AbZylZdfC!u6etnR};7zy^ruIXPeO($gX?P6d-
z1Pkqw(L!PO15-T>Ke%)xkayH1?pp1oX$o$2TwyrZgq{%Sm*~E8V$gjPeB!{3+$u7P
zl04JZ7j`SW_Rew7IRV+OFYb44yYq*cksXZCFpn^Vc>WdVhwMY17{u^|g(=9UIRSJA
zM{%Yy?Eg&dqy_(Qwh=hq)WDDv26@}&1@FqhaL9x7KBVxo(4z5Pd(F7_fT4F42i9U5
zS<Oq%L*VHMh8Ri;E_jGAEu4ajjDj8ENAiAeb<=EFiEcSx9q0d<RBnthK|v3kNHW_m
zw6t5?>5-EC4}Zsb%~y3zE=NAq#wl#@C=5QINE1T>x}KvJE&a3<Z;>8fA>%!P17lO>
zPsy}M(^t#?<(y<7^}DBcj+<w#V6=mkKvjCWdL)^L8GLg8pO71*=*Mr9e6kLB@7(VM
z7uP&as16coWGo)C5898+!ZAG}el%t48*w^IBnggD+fsQQ-()TLm$JWeb7U|4kuDdt
z-lVAXk<>MWYD=)=`%x<sm)`$1z!T{KP6=XH%_5p+og%E8Km|CGJ4Qxqdz|@6^+A_N
zHm$)o*wn*x-?=f2VG1St?Hz1*Lym4Tx(GTxksj26xG43*{xhbn72hsO&Hp8$eeV3E
zKQXrMp3+yr4g`Up@^2stF{U|f3eLxk`DAH0zTBFR0Az-RwKP*Yx#81W+8%nmSC5UU
z&GORcP_wV-A|A_Wia#jWrwUHZPt%oglojHXUlQ5H9ZnVwQ)`^B%2#Pp*Lqn^_D0zu
zLP7<x=#J_JKA#XUw7jxHLc~|pr)DP$(Mpf<&76$SNlVEhrIT`ejm}>isknB|cznJ)
zUvDj|JprTsTC}_ciA3Z6e!TI^o}1nL@YHr;e=r)C#h}%`R?oeoVVy4_mgUhOlH{WD
zJZmSp=JtpKRg$PBd(unm533a^NTlM<356_`uKc<a@A2qRg@3a77XKca2=)b^<HyyX
zsH?C0Is+rLjAn|D3LhiOI@veMaH+(_89#1Yd|u~O%J-}wbM~}%ak+ilxxabzFMozS
z3FyZPtdFOvx1*-w#i9qZL&hYG`0``i<9(sNx@RCFK8=T!nz)C#vl8zVUhtIWbiJ<5
zNfI9=tBi4@3b|V;W<pPIV&X!_(i4YKcR<v2`ncXat@xh%)aR?$oy2s+_Cgg6*Sb~0
za>~O6)+QPm;Z&Y&${;n3znvBOZ}X;O-AyI~n}D1c++SQZc!@)D{j?~X_W^|lbL-L&
zyy{j>C(8V9C&e@YJwMsYkiQQO06i>9xN($1XXAv;I!!({t9>E)0`XoFTEuI&w^5!e
zDj{yg!z?bo6w>y(iI9Tq5I@B3QF?D%J}LN|Z#;0xfkKGvQoS<Q8`uDg9di0Y$)Z+=
z!>8<}W<H`pjDXA>%YqR<sy9&DuU{Q^2`}{AhS`7H@OjmVX8gye9czc4EOUEK?)i=<
zF+P8I$g#p*4iGqWBh9j0X!`Uagq2OVNnNHtoL@l5Zu-h2zt*Bp`0sHp^KhEe!~((r
zL7Ik$NpmSTr%)@PtXMMVI>-5P$Jf~<?E13(%YJvTgYH~u4{jUy4~N$NGz&%i&{N-<
z>7lX_hfqTEbMwd;LqPq_o;IVj!5a&HCm9gApIJKTVFn8eE1%H5EPbz6KjLzhP9Io*
zQZ_NbojaEOI@KCq)9PQ@D%|+PY@eN*yu2m(*mrMV^6d`=_g+sPkk9kN`Sm9-S>9!H
z6N@+K_09}#69z^piS8G5KF~rtecYo2es}KhdVi&Ir+7_3Wt7xam2qa`oRmEeNA0f^
z2LfcMUe7P5^#vMZE5eO4-fKH)SX{Z$Yb5E#vVWdbhJDBWBpVyIJ}xp5Q%bxItK)q}
zonMES-C1PN<f*b>Ds~H7t|e$0JkJnU!WX|338?fotsS^zE3^>S__mcGXiqDnGCO#o
z^UI^onE#37RY>$r@$cP6LcV!4Mt^H5qfutDM5V_#jWWneCW3%wVdV;L<4dSD=HO&u
zLyR8%6Y<EXdZoN4r)lo;TDHpW{bwS77Qw;uRVkqORn7;oGZoKci5(a*%xE<2w;8~Q
z%W{G@#jvsAmc192zd+*b(!96b+7$8BW7GjU<%l4_gce*fmugCJ2F|2WAP917s}fs2
z8E>~V@)I7d#h;t=B0UF((ZHdY4(7xwlj&p2PcUOE;P|fh>(MHf!wAKe3@Levk^u>p
zV6M5`4|Ci|UeNt>t*b1nj?!rh^ZvB4CN=A;UpUeHKGR;R2t~@q7Zfov-M$dM)KV~F
z-brFw1sV8*M@$>B&pZ%JFU|8-=`7Zz?kRUreX?+3J%M$saTP$n-raBEd#_L*X^pCq
z`b25W8$_zrs0zhyxFPbBZ`MF?VZ~s3(sJi`Jj6ZR=&%v8I>L(my4nr~^H2N70FmT1
zyyX5PhWYDhrNB+P@a&ujX1{DP9+=Xi=edBNXZ1Sq*sNE#(nN29XeCX~?fUB);4p8K
zNDO%q2^Z5>64(j+*UB&h0X=psm3XUNs}KFnUA&}KM`NxHV|E9Km@!fzzb9J#8<=j>
zy|v#Qz$Z?qr8WvrUo0U(o|}7VNEQy}oME%D_T(zqu5ZgXY4!)a^g6@j*4LVd93KYG
ztxO!A-R3Rs{eH4?zSMra7{`OOfSfn_O5caLxg8Lj8iyHhN03n8Z&22r^2TRk(Hry2
zzd!;p&%a=A_`aeZIef_~B-3H*S0kdj_qw|;`%u+pOh-b6RT1gvDuwx4U8i*q`*$Bq
z+~#jcNb<E4Gm=EnTkGYlD-3~|cZWZWAYmxbdb;f&47w8FPa7hdciHeIM&VBUTxjM^
z)=oN)5V3L8!nFNmgk2|QOl2;oV)$__An|L#<5){glOi~ctj2B3bX}eXGNhY0{9QyY
zr8#}Mhjrbxgb*XKxIS{omQ@cTVBT#Mx}QOwXVibQ2@*rwrMj$;4k*|;c<3;$$Ku?)
zI_O$!`$|FeUWwgs&o$U%ccP?Sc(dQml<$vJL5T2NYHnn+PrRL9#%82EV@}d<yb*Mf
zINS_B5DwdbI?{&o;JY0da_fo-FD#4NerSiu54mg2=e`eCQ;XAsyNkbkl)-r7hODXf
zw(GcA8l<?hU?nVan|uXNh1Y%JjNysMvv=^51_E!(TayCRNnFsp%h4f-!AV6ZS^ph@
zkWyhJcF9MC^=ot@+bLLDa6Yf5@=slka`&3RyP!GMhLx8jlbOxyi1hUGckh4#Bj9Ht
z>;qqXAy&$1;MbH{EIPZQqp8X@9)`SfrE5xQipQP#sA=C#p-o>HwhjEkk7voD`jIi2
zjys5rd`(62g};@#?LU(dqrfU$coT7ex}M{EZ~SL%^3^C)nT49nLLg;mrC9d}c;}Jm
z`Y-eje?KN<bK2-YGMwhh`XQ<dh9MIFnBy`PT5yxRRo~zmaL$*^ik3q7l%={^p~8b1
z86K`kt6$xf9755c>ZzA2?dhfhOJ|of!>Qk*Z~Cy4?Pj4iLl4RM6@u$agQAgWJlB%;
zqJ!DDadQ(<4Vu_9F}8*Qb=a{B6@PZOuxNJgA6y<@{j&RUd1QvBPm1t4{z%vCtS_@<
zAeDW@6_DZ~)3#1iF%?=wV#gt#VA5i1(c(c?pFCwirDQ@ayhU)JYRnuWQ}!Q@>sH;*
z7Ux0W0>(@MtnY8j_7Zber|gd_wds6y`?cIb3H=in$#aY3-3B_W+|%fUHdPM|D=0Cn
zBbVmlrDSrZew2NrRI%ksrlmj<Xe06FRGa;eczjb6vi+ugP3!&4JEarQd%C5GS6G70
zSL<g{%c0t!Q&`}Q7Tg2`YaBkbpJIzIf%KL(tW*afVA7;hQj)G^gY1C|$PjOhZP)+D
zRxtSr=#hT~x_q%NAM3dhJdl!U^mZcd<~hTOsw{mg5*D3(8TaDsP<Z!EfgDsk61UA=
znwTwqE!{p_JE48rB^Wv?;CuQSm&$g^%qsiPsQsaR(!$>UUZ}TzIQF#tS)`pRlHYZ=
zenKEnti?`Z)Lv$xSgt(MM8Ahjr*Gx*>YXpr((Kn4!*!8c?Yg+Vtd@Md-yN$4_;me0
z<k$KLKnwfWO~%h|h&y!m-k9Kiq$gV<0TJemrC84;Ee%(oy83B>z*uhs^h9id^MpN{
zDTv|VJ{$0bd#gW%5-|6TRhRm{C)I&6*i1H?+qM)rgOT?8C)xf;4c-9^QrR?%s@-BE
z9XttcYeCFpIani=SH-9iVYi$V4Tc5bL=R6-dq(_=j_oq*GeJ!QwGLC=elQ8iYCU54
zw`sM6FhRwrL%S39#?$iT1X%d_aMiEPhmM&_)EGpmU2D^XySoZLicSxLwzk)1AMM|z
znVbBV79%00e2@=d5I1Eu7b;Z(80*Al6c*h!Z?c-Batuhp#|DRP%A@-WwfXIN1{~80
zG6jva=RQmB+sh=myg{)Es@xU^EXfC8E-eX}`=`r<S8~_OT3laL@)0V?n}<US2!1??
zhS%uftL))Nk9%wLHOlUxZHe5wekux)A~2fsl*<iG0yjjM=kkoOYN0)@UtFp?P_}@+
zf{4LO65aShPACgJOLZ{>JZ=w-JX5nyR=*`zkG3;2<c~k7yB<qPvd*PvnY1iv&q(qq
z?2R90Fe>r}W<Om?UpSM4H`865iRl?doITu+-c`hM9>!{q3;kfh5Qyyq(e$?P1}|)g
zRZU;+{0Y^Al+$BD(_h@y8}194jHS~*f`%9Wy5GqbfaF?1^Ue)}=V6u^lSEtv9swJ=
z!n;}Z^rv1nS4PQc(0c{F(12i34L5tzE>=oiq<3%Nv&dBB?`Z9c5ly(5wsxCZZU)v!
zWDK6=;pU59*ZaRmuLY>TiSe>-HOga;z^%^AFWyYi5a0>(v%;nsxz#ajn&;4IT|FX+
zUwtAkmi6V@=Ff5zFa2WQA$Q!KJ9)WW&XEFC_=nom^&h1?gv7!fO0pBojD^hfiWZh#
z&7EIM-ZThcWzz6u*gzuDk!{mLpZB(gcwqvhy=<Qf&?}rm$8byxXM-stdjtt(LYdN(
z-m-V0=(+KN3Pps1xX4E91E!}-J3OA4oz4}ka0X?rvk!S?=j<6#Q!~m`f~W#-LkRp~
zjy7wop8F-TmADGvH7baoIQ_A>!rEWDQxmepz_jZYieWiqRnR5~cnhl5WXfO=xHnVU
zf7YN}WRb3&iuD$Joa}4?-l<MgvnhD@4a<XSc3t#vH;c=zZf<{p4_)9#68BCg&h;v~
zlH4oT8jE>RF*kiiPYgb{s`)L&#DjF$hj!wMpE9O0WOV*St$Sb8!Zw9ZnGq&R=N014
zNt8y#I#DRu)}NX;5-7XDZ99Y%ycJE6%n;Fc)~PO?N$YR(dt>~XG0_@#3v>o1B!lmE
zT84{(%EKZNay-=+`q>JflkCgeMuv5PP*(hX7g1?3>e&sYbZQ+v)q2xk_c|I&4ffNF
z$}mV3FYV9|E3lF$u~2jNKU_9w??2rtNQPg`P;jPWaVgx>rRu>WQg*=ai<VlwqG63x
zk)EsCquvgMNY8NlWQG)@{*=)87RvNeqTO7~%7chP-W}l{QR$xQ60V4x;6>j3fe8fq
zZD-@+g2XA&{a0)0uv2R)cgrlya<Tb<GefY|UDx>`{V=SQeiIu>l|nBkP;Z}`)$V=1
z%1$Q4#24ZuD^^7t|3D3m#7uO)H=$7BAd4>;7_SfQ+0Obh`CA`V77Z7*Ku2_EZlU|-
zY-oPGF*M~9(_d|yU!ynPSSU)$o5Qeli;OwCeJO`gvSUN=y(3Q7E&KF$1kvj$ay&ma
z0pU>t&f&??Ry+cP@>ay!PuT=HA9f&GT)P#1w!=?Ivwtsk?XDbCYE|)G=k=b)D49P@
z{{Wha1=Azc3g~U7qX!;7enG<oR%Lf_MGh2545Re3zvIlj-RAZMir^wFW15(JsK~c|
z#zkwVFYt%M&(O7(Q4#53JVl~ewb@Qp4fJO)*>sdi7o7?kq&CtdDo$EXeK<N}p?IlZ
zY)P29`{CRa;|(2442!Z`jB4Ju=KSlze@Bpo{9BdLr?yzHg1_6~f-27V1h-y8$$+~;
zPyBQEs{ByxmD))hj!d`_dBGax!o);kbm)7_!L1GKSS#x=s_9>uSkTK{+o6k39ghl<
zltJ;u;vz`7s=M3_j}HjiUUK|2%d4;FM&b0RzCEX>_Or~DGIe<@s_`<MqjrL{O3AxA
z;Omjbnv7b2m6(`<|MhX_sloTs6*@FJy9HPMM^yNfqASc8Jk)?H1aF=Bs1LLKvBw&i
z<@El@hdrtI@eX0N(DzzqH50~2(HUV}cL+XvpZi)InFB~&X(|MU*r$98IwtI!6}8&c
z<<}U0y}3KXWa3%h;WHU$3)%}qG99{oYwASZbVNf(k0k72H~dqJJ5t|~TcWY}rbv;u
zu6$1{72kZ;W_P>HCV+0bJg#2WVTT%zrHkX<#Nzh-*Z5lZM{TQvX&KkMm)bT&oEZ<L
zQ*&tzR41C-p?8|h>>n>R+R&`50=$}wj?s#Blk>c8>)d}rB@qZU2RRvGdf4I+QpwZK
zicxY#d{0dDf|A4!f>PfCJMWJKX7wSD2NNjit%`LfC(h<(pskRN-Y!!XfP#0uJ5ssQ
z4Cw=Xf8+=B2wDOUkSgvBEID*9!Qj{b2@I`a{sicsAWfgJc!RY(aD#kg83cI0;Iu^Z
zZ(lLL<CIf~I)}AT{(KtKi(dP4*+n%sXYt8`cE$q&Lb(AQT184~Z8t8eZ8yfZKzgH@
z^VR!@Ki4Qq3H9e`ej~ZP%})=pbEB!C&XU0_D9B);vk^8e2^RW<E6Rx$%09IR#CE~7
z2HU|h3v@oP#;Pb=yYtC3wjOM+TXU&1l*|rqTD0SgN+O7LjiU9$w{b4}9~$N^)RVm6
zIk4g^mQ!F4gq%Tf$?ay4IMe#0<th>#!I;OV1bqnxHfkB0oWQ%~oD&wO<lE$->tU;8
zNI|_ULl_}vym7p)(ffX}Hkj}X`Eq3kv-7aPpYq+D5Cf*SLy*?^Dom9x?o%kzm;Dlq
zk<K&_*OZ8zZcYr#T6fkCs&C=cmiyH0#$~V892z(v8n#7t6EHsz7#=~&1Z!{b6Y`IT
zdlH@AJoOisl3DRSEzcyIU5RHrTrvkqh7-9hx-r+v{I0Ui4nZR&`hJOxjw#^asDN4h
zs_*g+s2ka`>~-cAy(BX&n<Iv*2PvD?gxu%DGO<Ef8|CDLQOTqI{PmTr^BtAHk_Ssf
zhJsTo$@1DkJ29rxc$iEeoAqP%C4PxqQ9ysPb1XCh7;v!TY*i;J9aLY!IsQtuzIhpC
zItsK@mel<ZxLr?dc*ILdW~Y*cBKlsMV6i4WiR%{}|DG)8$AU_U;;%*X$LtpVsa!f~
zlnoWt$Z4M~t|$?)z*Z8?TXS^zdzSPs*|%ELb2-MB>cIpAmr?Ujy=i|JTI}*faBkun
zO{d?tk3-oLR=Q5v$xEsSWDarnQH7i7Y~-o?3zR7ow4p#qY$cr?{ub9xWX@z|?Ot7(
zn=9s6{yVZo)Hqb{<9Ld`oOzDD4@lv3GoT`<#loA_*ocJ^Ry`^xs$I0IPrAV|9Q`Qe
zYV;1D#H9KROU)5Vq;XDRhl9N01Lx=UfMhuLxwu0AmO1}Y3Z9icS#6G|BS(+w%1MCY
zZ{16GzgQw!MJs0V*<<d=It5*X+lQHK@crRC;XvAjWK|b@`FfjTQZYEp{ol>SVKA$h
zCD_68Xt6fh6y~26_c-;e&fR90?ijYG^S3@J-IH90JABX=+Q6$e+9By=qB6rPRQ3F!
z<u70qWEew(G4f3NYm96O6G*|AF`u(a3e5=bJqn+IiY?W-KZV)-##w}2IH*jo<Y@K;
zw%rNVcy(?;o#j3L<lT#k4SnSl#l?+cmfIZRG3G)WNAcZ2{J4daesFa%W#0XKf-3o6
zcljh1)bq9q@bLSMskyt2gs5E@A_;2(bfp(S(lsJRkXfkE;gA+hwDXEhlhtnXMU6C1
z5x3i*I6{70RHqiS8y^dO#!|{$PVF8JsnagE>;jQ2Mk4~o#{0gl&&PAQJW#_HDT*_1
z*M<wvP?4}d-Op#pMXmgi7_KmKV4t&bl@u}Q{yGuA*mmiFmdOHMqf(+mF{4J3#^WM<
zBAlcQA{?Be$q)6YkUb}-8A^GIiuyqsVsg{?Qc_>{mKmj|`9MmM(<jeMXI(!BEU~sG
zD1!f5-B(c1M>;oKUb8n1qF6kov~l}_99W>s9b+~T4RoonoeQ5n_>hb)3{88UF20MV
zde9s3$!}v~1*0V<uK<l8MP9kAcopSGf(=vyc6nYcE)qlCobQAfa}kd2Q&es3XZOm5
zcna3=zHB(>o&Z!&(ZFek&^65D{&LpMiG`c~N~E%TD<cahMC^3Dx);-OsL%dmSAIbE
zgFfB9a`K_#V6QzYrez$m8MA1i>F)5|-OUM%<p-h}q|)gRAjr=`g?k|sVK~xea};UG
zpm$ZB`RE%vq(I6U(@w`NIeFKtNQEETI(5sWpc?$Xa<W5XEh0ZkJ2_9;;=@Vdlk!23
zk}WBQfbCj%#@X>_y37yRm(5igqppQv0mnM{ZIr3T?DQ)>6FjsIh+;pYe{HZKme;nB
z$<;83!b>5rJDlwqLEwRi%tX$2P$!&(Lye#kJ!#>{0|<YYwSE)0{;H!Kg|VB+FJP;i
zZZz{zCK3K~|AI;d!UxcDO<y^&@zIt81YX687@4emrVa4^MKsLkrYi_Isi2F2m9L6d
z9sK;Z>{0|K;ttw-=CYG)zOhyY^ee6L4ySnwb>y<bQxiKbP{I6C`Sk)X1^(zit&b?7
zqz2`xOhrplgal(<6SMnMaI@-93<biK;6*-iv+dFAL7!)ohoiSxQ2c)9#T4g{{r$(@
z`DYDcSPb;%{-lm02q>u_d*pq$61#IOM5!~Q#QPsC_GpK32P%r?s3{D+<+wDaPhfZ{
zE2+5}l8C$fQNspHWx^%-AP|#|a#$SZz5FL&vsH>jx!8SMjgta@!WJjX;*fy7Zk?)Q
z;UzBT5m>46=Arl*HxFSq@_^v*E3V%;*|_QVp1tK*#<W+jKgdDzRXW&m@^57iMU2~>
z?24bsLH83qVN215BA+0~7EMFdg{7X@Xzaul%$~<Tu$0t9B~RGv%m?4pJ*1$fa3>x4
zB$^h<#*d*cU+J?MQX9Y;S-5-eP1aV-N=o=1mzwU)mqtc?C->Fv2x~9b$!g+eR6l{Y
zh7op|t;y;tSEje(V?9E*DNbTR7-!pOnOOPq2fKxDMNmEjyDF=znQryK&V>H?doQ$R
zM&kNQ3~EX~_Sq_W3)_nDW}omEBP(Cs=IP?c?<dm1VXsbwRmo6esuiDf=KY_I#<$4W
zKnu5Fa@7v$J8d5szjwa$u{&O;TC?J1%Vr0Ls$}oU3-_*~m%SvoFQ+ZcslV1dgiDI_
zYhccedKY*wHCtDU7+RaCOlZ-KIsS6QV}(Nu-b!VWm`-4i&1osjVnAh?qdA))Ljuv!
zSx@py=j_=wJ+NKKJgTr@r(_0_8kEKx+R^uWLk|>GPtweQD1yx)sp@)J*=@5_OR%2s
zEGQCmEUvPR57$a9?08u7(}nB3$JtjS&;NY0B@U##$8-6dE0tms+2m=GjWPdFlUqDQ
zHyvsMxlgI3vE5>mts3VjfAagh9<L@2SxRE$wFW7}&{mVYfRjZioHuA-Hhq<sE@k@5
zUB094?rUorGGc_3MFu%9Y~ojR<djh7F^%nQsjTGKPj~)~rgSn2$={}#tLhG<(tCJd
zX>t}jb7_hBf+E?y3pjT?``S+|%6(WQ&M&f^Czh6OCrx<?gvNf7C3kSwv*Sl=FM?L<
za|;)jD{SFD6M-(v8tLmmt2SV)zwJePjr8!&o%<OF87EeLwS!CfTlsByaE<sEDAN`v
zh%mIAcUCw!v~lK+w>=(1j?X#Oe>X}f)XzfY9iV2mE><;C`$^0LuVGRMvni!4c>VTk
zi|F+7<|fSuevIMWh2*a8?3;<3)A|=sBaz0tb?fQO$H&1wwu|d{WS8hjId*RY=Np2V
zQ4R&trm?+jWAocDqj#rfEihgFd*|cx%^etmUp?Q^Qj^P9@vj3(P5UR|rF)5z0}TYU
zwJYWh@K?>Upv(EK6v<hh>W+~asx+56z4!R<U4?aiZ6X!-GZ0swWpGSvq&OX(XdLsx
zzRwHqjjpB~H~eh0eA051i6jaakrB0xv3R+Q!YgF*hn}xMKVN@Z!ZQ(pbC0dosOlQ0
zTCp^4b6=iD19^<hr(-=&IcSYNo4cm@Cj=-Q=l2(tr8%>kkAbzlq)&6_*Syo1gd=w#
z>Vv0XnWbkg%-8uI-yCIbOPb@=->DDFeJaB9cS5oIQ|AUF>db3G>dgcxMe9GBcrZ5f
zM_JpUBG{Z?UZwHQaeVIL`F5yfId>0ppOslrxNqdAXWLi;u8~^h;-${7@j{^t$g{5|
z_;^L7!42nOa4tj4thz`gX*#{FPcH#KJ^Z^i8=RRBGn&~9awCT9Q*6jjCw(2VNIMr}
zaeooJOt)&pUZ?lat@q2<LB7E2zNz375R4iIAWMBz3X8HXBb)7*bd)v!CTKLCF}hb`
zEj8loQSyPfj+{Hc!h$W|e&ptbJV_~a;v_h-gHQOx^Z|4vy)|`akUjL2UNJKOwb@Xk
z7TOAZ&-SN?!(m2N<h&2xIlc)hBLk|-tPXrEU(*<JqA~1y3b*ldj}z%cnujC}508_~
z%Ia`d%WRfgOM18@IabNL^-Vflaq?!dypNO~T*_QRP2YWAyNygkv*-Yv*WUdA0j5&`
z_DMzC?R3Dku7S{c!<?NecANwK^6?3AaWcAvO!kcmH7Jtk4QGq=PFV2CQ@8}K<83lP
z%GdN%7rm{uw?}vQ^lLW@0*}v6Vk}ln<mXcbwXtq?rL)X>MhbfRozdi16wKMOPt*PG
z+^1h{Q(8l=UbkGF3;3L`c7Sn7@{MTFV-*@ykK`43LJC&quA{vdY*~-17%6KUAcB0X
zJiejPFTLi(B{4M_D4z#Ee;NJq-MxDX10Bx0;F+P2D8xNKYT<L(p99uQWQmD1EHK1!
zDhPdeDHHCA6Xyx@Lsh+Jahb9=XF4X=JQyj1<9vig?1>j(wCT3RTJ9W9YBrN#xN21C
zK?bE08+PW1aPRk@(a12Rud6I0ltu+fn>`;{h#<0uPPjJr3=cGiq!fN+D&eA^(a?j+
z?k$BGM5V%h9@?pedn%7x0YA<6vYo$tOqn)Qhwt(AEc@jmc0%i=7rVDAR??cuNqT&*
zrOc16nY8Q3kk|h0q=R6HZ>)`_dHHYv9X@S^_ch~DRB3xFv;0<oS57oq^lkODqZi6h
zn&b3?QMJWakJ6G9jGHO-s&`3>0aG6?u1&QDI8}euLSo|T_XKVZS{8fr>w}W0VT%J!
zWI}b@Dq;4s*J{pX@?*9ep1PqhXMKOee7>j0jQ6|=tlF@R!x&M?h8C%1OFsq8#&xxg
zsym0hZK^IPC{<M`Q(u`HSTVXrLd{Bt({q`Om5AVhl+f~bH^Uo-OIWNt=L}B}I~zk;
zMaSe!-2JpnhyTRzSlhha2<^=o!{@K#&N_)`aR1lSP}kG@BS)(Af7ibn1p3$BjdE-t
zlE3>q{(Eo9e;cXrzZ-?X!p_9}Z^IB)l$Rs$2T<LqqCAtZAqhIoZeP)GJfie=A#f@`
zLVHAoY1LuW(b_UBos{Qx$lQ+FDYF)SFDL6ojwUf$NCbKv%NI)XJ|CW(wLhP=7=CSk
zSRRpfSoeH?*$w^bew6nE&qMr$qeE@*jN#(EXKR`aKKA`1`pxr8iEFzi&oif;IGl0I
ztpoVG#NiBM8P{p4RkJNySMAZ9awz*qrpu?8OEtRlr+8G-rCPW3inz)p;Hg%*V@f~_
zGV}bIqEw8ZuELe3GhyDsdA*{vaxHIHHNC%TWDS8fe`*AOMZm$)y<MAexD&!kt@t2u
z`3NT2LvgjWbS^ksYIRK7vuOI3PwQp=c74F;(7A}G^eUZ2+KE&6C^NS$uKWF%%I_YT
zXUy*c#v`WXwIX6dNv22+TCS_eLSG(-*}BFn`F6k`2~2vmETA`Fl3gNPN#Q(iblFpd
zK~pdTzgWjG9;4qu`BC|Ehr>2Qy4x$}<$T{(;@OiiPZ!C0*aW+*3au{i0`#Yind6G=
zOuY|zadX|+SC6Ka!tm0I;+$R)EH5kJLuTnPa^B1NdaGAHR|Dd>5Bivl-w1_28wY&}
z*@y|Yn`T`V;wY=cQsqL0;SdapTIe`ZM3L_6=VRVPJic+R6WW_ZW0GO3`Zz%3(go#H
z`r`i4vy?ROaNHhQbuiX8eXoev_xm3UoEDFa=<b-!iZX0|)y~l<()~uybG*-R-_!P-
z+&E7I)YT4Qy(HRy($ICs*&+9AN)Mp*Y+j>H-f?Jh;KGl}k<@)MYR*F`%aq56)$|Bu
z{it3qf<s8&=L9**9En5Hsf7Sq?B#vI#doWw*(@q;X&<86O#(?EXKAGs7z;AjI^m@p
zZ>LZ0!<467FLcEQ@sRFuvQ}zauA_8%@p{!>HESWS`bvrH&m-<wPw-g#-5>t`6(@x~
zItzb)2!VU%(b|g`>HuNJff`4e#fl|vgq!U4rsOTf77ba?i_sb-kaz9ZAI&YMCXW(_
zKRFRc=jR)I>xf|<W*-BA{LE#QXN%|3ijHu{>>e5zQ}{T#C>lkwik|6!p|iUg{A{LA
zGO+ET6E_#MHN^{l3~QeXXDz^$%7;v#AVY12mNy+A1h>EVW{Yp@wIKRVQ^8V^0wMnc
zW~of#oQ8+99vd+bJCiVHZKLpjKPUf##4ATp&eHZYl|Y!32fZ6o_rS&LYElRa%Tm->
zRgmrpZRHqIW-vjS?UI+ePvI_l>wM)^uodEWn6czmh9B>v+P5DOFrg!0j#-}xA_;oW
z8v{RC3N?miwH3Q0wM)WFVw3B=N9aG;zEDhUXO|FATK9*PwP9!$_$aD0_qCE-H#nUb
z^L@eI6mt>Xb*y^7^-~GU=)P`X^&YxZq=_BL9wH1pss0Jh9Y^i7BE|7ZHV3vT7hcK?
zj@d$HhU>=oC%+qK@DbR^?;^e=AFz+8rO!DSUm}PUy<FRb{V#T~y)Ptx=^Ico^wzvU
zqb_Kh!Ks~>fJj~Z>&@+Bb)*Q5_KsS0MN|0-4X{#iUg)LK(!X?tO$Ua2=jZmuqLm=V
zm38lFQr#4P#S!;S%qC^8pEfVy+nX&?!MI6Pto~s`*WlDb@C#S(>9=OEUTXp7S&y~x
z^oN2c3&yWva{(oO>vyx?axnsA65CR5h7Wk*v656h)n6(#TQ%K|YFXecD7o{~PR%}A
zk!Ff|qnbH-)H&VNG^~!`tCTj6_=i`s@D=mmZl13`_uWlsmHPIOPB%t#jVfQ~E?QZC
ziXhrDvCvt`Lf6%2!#Um<ZCf<)xS1w1SOOWqlDzVD9A#9H+QGS@PdOZ)LcAqT6*J9Q
zDbm^*>dhIJ{QM;q8RMAOycA$u=SbF)swG39)B&CZuBq*hdmtWsfF3m#=mDi}q<6*{
zW5wix$l+@~g=j_ptEmhFuX_*NU>hqI%8(F|<7wXmDhgg!b!WUwW&+Gs88gps?fO=~
z9_+g`4Yp{eEMop1%Xf6IibPJw@C(Y6>^JHnXXv8)l6g&PD%&Anmf9=TqcSq9wpqQA
zC|<3Jy_6VTolzAzAxSImQP15p(i%lM<_W0x16zy6osSo4OkRe3TOKwugdRDxjlpR`
zXJSb1$}(gk;{!6VM7K}b^n^0vvhh;RpO{>HQ|o;pnOFn=2WMX$7Dv<VnFNR6?l8C$
z+;wnw4-njgJA@$whXBDX1Pe~k;29)9aCZv?*Fgu}&U^2-``u^v*=O(0U(?-HT~(*5
zPaXN4I;;9B#FtK2FBk6pa0{28r%MG`TU1>6)e(t3PmUK!^KFRE>8!XFA~Enw&FBK3
z-+-<!<=5?0>0Zi~@}-zzMNR17q+LKRo0J9|A~9$XycCB6B*Ib#$!T7t<ZC{H><sF(
zv>r|kk=RL>H|!E#Pye7$a~kkgsuW=&bJjpWzQKJt<pyEVelK8pH*P=krHZUdnSAQ^
z(@DpRES?E9erh~r!Cdpk&<W+P!5Oac#T<GEvP?XQ-&AC+!bahlYHFoF+R=nNkH<F1
z-yJ{ORVMswKAn;8?xqZOjO%8SRld$HXE*!I>UGTY5-%gE7-j9%t+OCeBZo_Tf-3=+
z(PEC~n^Bc*TLUOT=c*eo#S0MkxNf(BD9R`I+<dg#rcIHp<&FN8B{}tu?FjG2Tcml$
z42y{t%M+33Y6|OgI`3vbFg!DGSorbuPL+#GDb-cn!2~6`RMGIg$!YEx#V@<ScY|eg
z<zJ4O1)OA5uj$N|MA%+nI#w6ysWcvWGLzD-0&9P);h|i`O)Da$k)HS1uDvsH?oEu?
z@2*$M&89yT?H5X74OdE6EIY-`!<;dnkTQ?tj!1aCW4!iUPcp;3E;3E(tPi_-Drz~F
z`6Dg4Q$NSqu{)Rk#B3^wieDNpl=fSopwAN<AFj^7!Amrq>CO0fu#q>Y(ReLFxR_Fd
zxVRJ5Oy0XK;qWqCj1SGh4d*93ZxH&uaK6J~Lel&#bOl}qYTAgY3m(FqpR&y0kYmd+
zKtcT!$~4V>c(Cm8$M=W)r?g-6$w*(yKK%)}oZ<?l2;jyrBe^j+tiM-VmV92=BnAYK
zb~2lf30Tndin_d9ww)~Y?Ff&jT1-)M!}oGQYdjCz*8M3hfv}`3YLprNM&Ea+{UG-f
zQx0E%P}r@%WK&4Uk41dSh$1adg~s<(yxK&JXEsK0j+`u&=<(ZGvAa1q*cq?L?}N-|
zrueaJ!C9XwoiZCG+)_Fblp^Mpt6RN(<yq&`SRItm#jx=kbsN+=?)(@^&r&nYzTQOb
zX|w+A{-Jp`rT(Mw_n_=iuXsi1i0CoZRxfrxem!{whS>YYGTrp0$FC5X5^yNFcC~as
zTV?j^OJ({^{wliNr5>ecpYF&^l``0WpSj&RO6i7ZWep0|yr0NL9<jXm=>B&2cJoa!
zh3d=6VJTe?#h=l13)wGqMZO}?sFW^0Fo@O!!Q?)wv*_V(v{q^3Gb9T#!uj1;Z1-D8
zga+)V#44ZyGZHQyLqqua#~Ra3!ALvFQ}H9MdyvcHH)%dN(8-@jefw`$CrPtIgNA*;
zQ^a=-tGxS<d6wxq5uw^1M9xCy9xgB)e~m&}b9Z&LuXJb&C|{`=1*|o6i3@B9I50U3
z`V@^5#N*U4$Qb&h+mbFcQNnf7Bv6;MalX5fKcCHOU0Z)O(nr}$`3l?}^wSo94}n{s
zJ<4umrc>wZ6w4s5X+Nvd3sVo~S6xgMwj3K_ts>prsD;j98)Z`X8L$qMdZMYuj5m4H
zjT%@IrLRf|CsSgJ68-Ql+L6(DP+Czc$BTAoC=tT$U$K1hck%e?AX{mR@<JCuU;?W#
zFr6tzNPE0QnbJd(ZXely8*5tYqF&2w29MzI#k@DRmVx>Kg0@|MBV#Xt`B(4DuCgi2
zxYBEr>k8(Eh*LA}KhbZ`iY!%er1dbvRaYx3kKMmuZ2T%OFZ*8XSA?!HtCYjMpl7Yo
zNk!vCm0<n6JLz2xyUY4lU;`GQ$!~46wzpL+i6gH={Q$206q_`}*&@^bE1Jk=7mdmD
zI&nAwXV+bK*y;Z1^fgk8OOMp4D^2Jw19Jc_SSy)f%W!L!3VjPf&XkE|a+?1Q%|ozK
z^w!I=B&Q3_8_?kL9}i(s(d;W)_ySF9h@7-M%G~NeY1uhRyj`b~iB^#UEgp_eNp_l!
zivGS__hHe;FQ&UL*oGS0KS?Qhw)%M4Sel8=P%ovc{uKSX)B9SOtgZYC55l;u?z`dI
z_#BUe3Q1+&kJQR-(&oEA4B6!e^-9@Ei2xhnMGo>T<yTR+oQdak;ZylA_Q=%quS4I7
z`l9Z&hzl@d9MP^S=Qmf530q{p9gO0|n~$E%zg;1zq)b6*Wx0J?G)rvsS>kEjvB6hw
zD0H{|`F(T7h3%(?o`o*xVnDXcv0!Lusg*pbs81*lfsP{OBV%`P58a^MINx5{8rqUX
zQEN@R*01lI?g-{fL*;auggOqV*&BR$HSZh@l{G(B<x*jjE~sB21P0^PxpB2B{1mhA
zj`16Ri%tUGC5k>Y1%D8hwDUC)M5qs}miof0NF(ksK6&@dT1OZXBNd{{VpOu+b4{Fv
zM=PbI!oP#mKi@(;o1C0A5lXV`S<5byK;r=D1e}_*VhAe{l?}(tRYpli=6e2qY{VI5
zqN|4-D{JNiPz<IM*j2W}_gZm3^6jFeI<ZpOp061r$y2K3Tmdijv=|+}h@<Z>p9PdY
zQ76NdAO`(R4^J7;mAC{6mjdvto}rh2;)K?YShh?0JM*Rr=06CnvsvHP&)*{c_Kf$7
zLWaPdZWSqN8b!>`tyrn*zAU6{(W8ATb*QntQ9zFmWm~V&wvU2zekqe+zWnU>`U5f*
zol|cU<EE^XS65D)3W4TQwSV%&(Tnly@@o9pP|-1=ttcOnfh^IO(;4pf!F)|NecZ!4
z2;B8O476z_3NM~SxqHam*)YMjlK9(=2zuMrc}mf!$xk{cGblO+n?gxn#)^;1-MRS&
zzn}Q737#)8Jza%(1~$WghZr>HOTK=<wRjev*+}?*RCu}nUE%%z2`J|K{|PAmCn^z$
z{QXxz@jrSuaQ#m}@ju~+z{P(*pqTHkY7W%=KL-@^|7)!OTR^dbhowIa4?jN*^W)vx
z&NFHn(>JFLl7|ka9!NyT3{-Ouc~U_|rYx6dhNfN^?rjt#Rr?|(O0OdEiJi(r;>RpL
z*ZaA3p}?<0cY%zI=VS}%Z>G3xeX(`Ex+we>>P>kMdY$xvEirW^KQ=&xsnb~R*MX*P
zCNGYLscGZD7w@fa0uu!5!`&PwHAd!$W-p=(o5MYx$C=vZn7Sss<>5x|k@&eZX=Czk
zCXkk}6sv!zBKZd%yD75_XD~R|GtF9SJIX-LbwgH~PMn_4N?w>>v_-8zQLI>7S<o^=
zm9);jV|*{`f5wLXzy1052vXsHUn1IquW0@u<bSb=@c-8+)BkG(DgS?oHvP8<(*Jzz
ze=CBNms{{}sHlO1wU<4O0Jre}j35;h2L8)9czJ5tc*wfBymfQ6arL4R`ZsfoU(R7i
zd?@*4E~m&K)`Wn?pJGOa?6{A5#&s@d$pcA{gRJq7AZ1hrU3UPxw#@l5-Qso0QYB5J
zn1>iM3lUfBAha&0#71eMGf&p{q<f*KWoc@qBk=g4@HnWeD?KyGw#Yw)-y>u!QuSwD
zt@FX)eIEQV@8mp{9*AfDZ~VeAd(*03MEB)mW>LPfs0d1tlA(1Y=M#PNV|F?pgPtIN
zNy6Tz_nCC<mJE*S=NcSD{9QIgDB>-;G<R6%|GH(0>T}LPw@2B$eE9hKmq-2}9x}vY
zP>u=ebG-NfpD_6&etc3)lOaXpg?ESnb1_?00qRTb($Bw!bL}p4J}7TraY&UP8Xm_c
zd-bO`1(TxMiihlkVU{F|nxb8$!(1hAei;bf`-aFCq*yqF#NTEGEt$cDaQ14B)B5T6
zJ_qgk&}3ZtJtoB4B%_$33An#Ku<R^83D&>)_2FsMjoAyYk{QAKoucR#U12RLXZ9SQ
zFozNyEG;l6(Tx-_S7bxIRtYw!^vE|?U)A=nc2KrzRKQMZ&&NszS{@P~&cISQ>@7f_
z1-DEXWbz#R38*c5v(geN974r#PeF#*u1QY@IF&U(iH^X;)#g9hQh8Res_UVC4oI*{
z=TX>IKmK!oklj_|w~c#cli_OuWmlRde!neaEqrs>SCB)Os5KCK@iI+cuIW$6_PH1-
zwT2qp{-8Ug1!}$7MZL;ZP^d4Z-}`o={O95D)i*FBv8+O^`1PiFX@a7th6?Wzj+H}t
zzA6qoE|4LP#g3=6%kB}WbaJIW>V()Vga@ebLRNtrUU@OFxoy7fkR{H@XXx?D3sEKU
z_n%l(DD!({70wR{7J=8a^?CD5D{ZmjjHqd*FDaovyVxGqm6SyE(|#p>>;I>Vl+a^;
z)`#L6mC32n5}%bZDtyF$D!bySSbJE~%|D&>gue`Z7{UB37lZ>maz<QY9piDnJNW0u
z-!e?|0*`I^;`8S6y)S_Qe!+lZ{Sbi<*WaHjovC}tuqO>h<XW&w24kTzo-Be~NbBtx
zP#JM3R#2}(w~Kf3`5e5Dr9^zm@tk*Z_wYsU20nfK+w_D@^e6L-6e_=;MKi0^istOJ
zP*;DgfW5coEqLgE*Q6k1<+{!bM%c>z>n7he@6WAV%IQB9U7|nv1c@Uww8AGI0@0xM
zqFR$Q!0^2o=5_k15RE%bN1vi_DyJ3F!0!w}DY339MHiGucT#MBIysv0AuF)ji=&j_
zKg!Ig5C-A|<wq*~rFEJo%@;Bc@%L7rXH)`J)@Tvi;NaW)ox9QWAOA@vaU={hYc1lx
zb+Q-L!f;f!q-aqYQD+V2QLma)h*%%&<l_Do-N1nZX}^66ZuYk{CeJ08pBeX}{9Q}x
zwKe54%aH0>zF@6+Z^YkWg;@F>LYzt}=bH^!@^5y<k|=y5Xbb^r8@g7OY<m}0CbJoG
zy<o_<coR(_c8J*aoyI0!S8g)?OT5MO7rL%$HG?`U2l22g%D-=yu5B-3yKL9xCLo7?
zl~V|@SGltG*VSMe@1#o`*y^T*H8SXpm8Un{gQhI-ns*1TvqGERE;9V;qyq>i1P)o4
zzSf5SwrN_3w}|e-drA?yO8`iRu|rsiY{0Fvm*0pRXYA#SNd7h0j=H7xR#}Jukz8z%
zKO<={TUpX-&Z75=6_8E%NEBXr%4LogiTVwUMF5Z%8jccri%gLgZH6MvAtC_5obEi|
zExaLC63Y36CWeQF3$Z|mh_|>NHMYOVWZXDg&;Aug9Lz`&!{BjBA|fbv%&~WbFM*Hs
zfOD8S`ChWUe&b}M<i|MfOU;YSw^6&$x)1lh*5O?@$6Ia0>mSv-&?9}BLOp0P6Eh>{
zIE(&_x!eTSvv7YxBtQFGT#j3|%DRz(E?>{!l*)LhC!Vh*`)9vbV>zca7b+y8dmPt!
zZfP>G`9@Xfq8=<@UHLGgG&$MFmaH58@Cds{&zV`r-!>wYI5S6t%2)!Q`RwY&rYO+e
zTaY0#=WBjhx2^4$=dF4I!zx6t+a0s~ZC^vlP764zEjGBl5Itp!7+?>TGLE5shWyxS
zW|O?6=g;!T<5lH;3GnV9L1m<I4j&pFkXnjWjQY0p*?1v{ye+9(yH{PVd`Qr4OC9{-
z9lVyTnO`Mof|}zs_6My2XkZEZkRDT}=t*J~Yavuf*gy^Bb4}Q1F7saOo%PyoYF^1U
zH5_&V0e&b>N7_JKmfQM_GMkhCd9n?9faYbyGCFH8tl&E&B7$cAuJx6RW34K$MrwM&
z=Urn4yKRnVQM|M;**8GLb9nGhmQ8O*y1}A%HYJl|0@?Skwz6pq6;UBJpC^#e&B>}l
zpjoJq#T1|Vr1pAVu%->Xou5XOy;zQ|l*Y~1JJQ<HDGrUun|VKgjV)dK(zIQl?{&Jx
z9FJAPiCh{#Ev)BnE2YRo77wor0%G-GTF2RTYB+Gx0;miKjwpIPJ@CoPZti%<9&rei
z7^j<8H$0$Oyq3kNObus5CBlkkGNj5Di)r=>RBvFwyB9X_tmSqrLPY)(w0!n@F4|oo
z>i$$w44N<`$(DskzIT;l56UO?DDTbURsRzbA9YU{fCG}Gz|-KiNM~2`KI)7!EE)H9
z=_}WJXV>pO9%07x0#BosX)8!;_D{!39==w17=PrVcNX(5@NXc0RA)1x_TatTZ!{lb
z2i3O5B~Q>TRGBf;c<!A=@k@it&nJZ3$0XprCsSZ9fJXM<g0XvcT`QL?xCa)773MZR
zLHkxCj)pHPCc<&xv`Ik_xD;R8D0=g1;*y@Yv0vJamCROTIE|saEJr?<y-n)(^S$aK
zmV0vHO5;xv1K9Ds_?3!$^PjF71I6?4C#q$^k9?ob3l^1QZoa}(kyv4J1^nzEA}km?
zx8XToL%5w!xmy}-r}rM{B|Zcdg3SG3vY<0W(dIi7$wmL0n<f7RQ8rc&%9m-fI(ts3
zmF{T!*VeJ*SSrG1LdJzOXNXITiCGH%HT0!GYvBVm6Urf^``5hpJ;iXgi~28T0stXv
zDPbFt)SYHjff`q<95JoLN+K?pU*$<`bbw?;x*e9&pXshE<*RL+9HeVCftkspeR0TX
zWZOf#3bCdH7)aD=#H{KE<-m%P8uG;#F6|7798WU;NxkZny^FKC;xc^SaTJMXkfirL
zT`Mv6-~kjMe|)xt;x$Ky3*t!rm!J2Ie^7ms7RKN`+ryE{641r7*=#9p;N_2U5?6D0
z8WLwapI>#!paW+WWXEd`ruR2JdF^+PHRtEIz74rs8`H>)EMvJD7t5f2%#mQ!0Q-@r
z#M08vcM6BxKIcrLr*>u|&2QazN0Plc+cNNfSp79!c4oT_<UxVAWvf_K7&R&nlfLh9
z#{TteFWq=9UZuqV35pEy)F7agO<4^{>F>Kz6$0PP$2x!A?c%C%nXtIYSS88k{-O)>
zt&t+r^$tlg8FdUYM>kRa93K>7qmAQCBNTn1y=p}rdYWc!24w~Xz+Oq((br?SqL=J{
zTOk@IT)=f6ivJAt5gaSGzH?B!8@Cu?VA~$40GRl2f*|$@Is_9jCTMNw`bnyDRH7uE
z_b)Y2XQh&`J1Cv}mJA&y^|5ompDUTTB0?ULm&HH#vx|Pw9Zp|w)3P9(RQT~BjR=t(
zmB1+Lt~*xeij~b28pJ>W3gAjgWv|$(*)P%kB|EDAddHto>qw*xTPcE3FiU#KPh}$r
z0b)}Fjg*tF4O>Sr3RrBn6}JpTMcroGz?sn5;#$0OI?^7by{C)15Ac7<PC6XqvYI*C
zoy&5l3B_xXk)Q=XTAZE^C3}^8KT2{PizcI#(i10y!}+~mtooI}3y<ZFA5pE_ZG`EP
zG|xTT!*dSx(30{^!53SFam```#kNSpgoLj>;_c@aR@e*6;y9b^xnz^fX+CilCe7j)
z)IvX_V*Kv7Yf}fuSXB(HUnlIM=**95y+q`d>l7J*e9k&_vQ1@N%IV&Ar-h*)(9esn
zL?X)*!driOZhzH5LI2FgXUGJ@gR7Kr#}EH8s#RO<=*`Z2KR}II&D&fsdt`Lx2Rnk^
zY_2a@O5}Y7b)kv>md_*+@QeDAWGAX?_?s9MN+YBI=cg=p8L1gCADXxo7ys<egmf85
zhm|A=70fL+o!R^m$=gJ(r!`286XS8R10ESP7*Eh(({pC1cnc@g3!fQL(T`;`Ct=^j
zx_pSd$MTUgh2q6UA<{htW_OmhwteQ~xK>AmP$pmCb+PCTG(C4!sygp<Kc@j``}S#Q
zbi`E<TobNW)>-;(Qqy3(T)1w5(mz@Z+|nl;he)T~mHCDN4;Xy7T^ahpRnCAgocDZl
zIYV-k4ese4eNUL2g*wWkvK=<i^{Fs5NG<AKx`5drK!T~<OhJ&*o+1BF_<}@S2vRm(
zNnKWbc#g2Q;{}#})ID@v%!klhVfyD1V-;jyOlC@KD-#8jrW`^fq`L1yrgzIu5mP<<
z8(n}zj4Ra1yk-X+@5bXsGgo57V9q66q%D>j)R5D7giq2wo`nkvean1h5^nj-jPT+5
zL!(Jly_<n|{09eMrqD~dUK1+OurGgoO_#0$5Rv2y&dZ6Z>hPFdp2PujclpC!i#dlk
z8$<0Z3@g6@WY^tt#dN<8k%~10m!B!0euF&CE>a$4%fy(%CPuh>QkcoJe@TcP9O8ki
z6<$!G%OK69x@gtV(ydZ3At&LTO$y$#i=G=7b0TRlQTKzPyvH0EWO@;8Lg~ySmew{P
z3!J84Up>Wccsy9z6lys~N^zT?qCw_1axkb`-aV(Z8ceRi(A9ew$MK7~VY4T-juV)r
zZ?wX2U2?M$MoOovqZ#;aPp!|~P}&50BtrK2`k)=T*6tt|hQh(S+ULUX;Ux>!hwgcb
z(VuVHl7Av{=u~njd^@N-ofL0cA6;01+ifRJ#>#AABa?qjsi_^nr%-e(FVd?kS>Vf<
z5ThKaPMN7RyC6LOotphjLqcTyXSC<v$+AH3fMF7?6;16m0iSy9PZPYhlrjZ;_}4lD
zDlECSXZjA&k}2hiw?N)7i&|-6IJd@6K&dE1)^<Rv9M<Ex63`atqkS86c8jt`10kOw
zY6-8}DVA5pVgDAzBr`?kqk{hV9DlmrlMqV_EHS3B^#QZ|)X_NNR<Imo#zgD)XW?S#
z8V(3&95A>p_N0T#!8J}v3o3OMs}eSKK}+EAZ^WJ2!j|6KT2?W5cz2pxPBQ%wEmd;p
zZR})$ol&<X1>EA~fG&+)dCw;tAyc=teV;1CV@>j=#~{XFIw;m}*zq3S_HKL}qXi9E
z>hH~=623_&4WLOt0>u?an;n;jX+vS6rw+f221e)7qjmS`=XbW|ND_QSQ);@+zOrm8
zXcH2_vwqdjZKSM%3%t2Cx2}hgv^b3u<0Nh=hEQVZ3TK`zdGHIy{tP0LFEAn|I~BE0
zb>6{K3i0kR-+XboWv3!%Pp`D+!$uO|!<SUeD-<{A?{LB3j}p4B=urNfcVj$%p#Pop
zVME7n-CO;p?eEzG*J`!54B9VxvL}s<yGm1oPVLAsx+g@0+NFq~Zi`ftp8xcIh`_>v
zlicvxjLFaMS*76*h86M{f}SEn1o>@ccLugh#Ek5dqnn7$XehxuPTkeKic)d#!8Qu)
zVnDnF1rZo$>-yX9(xmF{S~|mqQ5PWxU!eDRFWX}5iAZLyIWA*nJlVb=B)>PSQA`Y4
z2fDeYueI^O$Pt)a^~H8&`kusP5am@y<Y;vBb3PK58dfzCFBQR(O!vsKP#iL6shi1~
zHJ_lMW3SthwZGE00SYe>x8q0OO6VnhvtzMpAdoB!r&8}XJ~X<sKYIOA?C3QfA~}ux
z?Mf5l++k`ETcLGXI@8({o)I!uc==rAE7ziOC!97whe3%X-s-`=4p7(Ccr?b!j+EM)
zLf8-FsPXN9z!~Nh1fCwgcZ76VYeeCJLb-PXmlp2=9I{%92YvXA24@{$pG$2PukjWt
z9Rk8^mmQp0kVQjW<)ZGx3ZD=Q!$0Y?T4%SFa32J{L_|oc`3C8j88%TK;o<!_ZZRm|
zE0U4t{a&j!zFUQiS46=S6zZ@lny@?UGTUGPb0N?FtKwQ~NHlUJE~#PbX=7hrZJ|_#
z&&(5$rr{tVWW$+y@r1cA+FatvvHaCL)yZP2Yp36RwTVf5SHs($<F;^?ZsA$Z3VxKr
zEp{0x9oTWtG|Ga<$!YlzMGhETLPSRIHs%$7RR*NNM|%mKE&dr>8kQrSp;N0U^qw=x
zaL}AV5Q|+VWrX!NCX-A!CaTurEKbLP#WvDb`D_dLi%#hh-d?`NmF4=bgR}OKQ3XBt
z@!iCA6F(`^!<)zfuBBGe6}e8gHuVKl#P|y1)mD~bGiUxn5Gx!({!<fweqhpk_PkNa
zXKj|&fqc5jkS}z^G05HMNs^ktsE!^g3p7PT6bigsoeKD+GP{fR2}25%cQL}W*giiF
z{YFpo0u#VBO}R{+)>t7qxdC%kUx4KBgQdILw~%l$KQrRgds?ZjoFJD7Fy^9Q+e}{e
z%JT;cCkE^4H{L$HV+l0#KTZv-_H=l~^9j|q0_VNUi^LZDs_~1kkkPSG1PttdT%c#Z
z|3vIvEByu;DMaIg+)6CC$5Q(4V~HJJAg^Mv47*JXTJ?VVz>jVB(q&+awh&^KWEE#U
z*}rUvBCG7>n4+WSO~G=SOC5F;9BMF!%nSvgOtu^IPop7Rid%ZpGW{Y5m(`L0#sAuS
ztr6=ux1mNoMTb*4HM|5!skI#{t?HVX^2hqTIHiTGgsXm{Y<%<U@9OU-#ZhkMD#I5R
zXH|_5eeQYOOxiw$SG~P%YJ3*otY3?jU$9)4C2>k5h2#883UZl8Lb_0`lS|!<V)v#*
zJ=Ke|&UX0;Z=||MAlFcsI$%(3q(<LfRaf}ZNxC*3rM~{k69*xU<yX7cnBTbOShv-t
z5Zy>S(r(=Ng<7rfsA(WBb)YL(_-PGvW&b@696<^UflpgxGLp+WVoQdxGM}AQcH4#G
z7OP4lUw!*w?({<3K7;_im_s}1og5n#QX6Lwq!S$~M5(o9Vm?T7-ozgMQ9WQVVgNuc
z2<J(h=8ZiQ0go~8G%9m(<v#b)<%06jrh8F7naD*r(fJ3a;JNb%?A=G|%d57lVfj25
ziu54tGJlB<()pSH&1PSy2yc)%3}#QD5t6Fv^16>gt-?i3u=aCo9;FtF3XZ)0vz5Ol
zG=)Kwig3}PX&8sqGWzpvx^`Mo>W4_&Uj%l8R0PA`G>rGD2^?j0U$>Z0?-J^7N~q8x
zLolj}zKW<6iD&M9HH;o7+b>2XtCX-Dw=~r3G7m>s&fKSWRwz7@2i7IY{S`z0bFZj8
z6FGWiiUuvq){J!YcF8p6x5ZT66}vduRY<-i=r~4Nth(_mrpFkVX$0-SVX#imC<#Ot
zm`T3|<Bg0h!y9}@IAo?Ip=7(SbhJOI#yfcnY)JD3(_@);*~D(~z8lRqvs*sys_`hZ
zKCz5*oC^yZu@O-I@XeoczfHsp1P~NG<bGZJ)F9}&7b#D^Nxz2#=}!8c=FD6`!a2tJ
zV7_O`!StbW7vrHwbhoSa>@}fO<Zc<Xj;=Q3Y|p@%X3w!EtOzOwmyd55;qx(+E#?w~
z4=R8mESg9hEeW~_5f)uVq8juHQ;YEscEjOKVlwuPsPAC?<;ZTXKEeXHO8E&(FzJl)
z=zC_s{sgKUs1bR<^2^AiKEW;6Guc`y>ZsbltGMH)d(EDtq%ghvuA4+n)ux<k2p&tu
zPy6%tV6#To8})l$kc_7g4v<b)8^epqm{uPpcZ6xA7cb<6nVgehvc;Z=GvRCS6JVlX
zpafKk%HPqX@A+JogDNLBIeFgM7;D)UMAg)bg)GgR(85v@zj||X?pD<X5h$km?OR0J
zLp#GQL=IKZAPm$Kha#JNjvtAn`diBUyYUo(>(8fg4CxGYB8+JRmQsNCSOoeY%->X4
zIMYC76C(wpc2iygOO(h1nnV!zDAsz_rp}9{@|$Xn;O5{UN*b9br%g;9v(8H-5Z+6Y
znJ?A;7P^5m;;hgR2bdm#aU|(P`aoT)YhzVGA>kD&TPv=D0MZI8Yl9mhf0ZGRbS;?9
zW7CBc95O<bB)OWVipS4Htyt0M=3^IM_lixRE%I5?5JA>Vxgy><W`p1X2S*;N+Scj&
z+Jl#DUj$ZRmI*OxdxZj7@eEA)XaR5fnHpmVCpBF?45RLQ=^W+R@GA4t$><mBlyXH5
zk$D2%GZu5*c*@h5MP6L}MwTfDj<@)YYqn)|<jEp9^b3wWR1sB(W$Sj!Y#QE)x4Li1
zA6!|C2*ryf0r6FxNqe>vIQAWb8xKyK_@@H^4z}8)KO4e?nq~;T-l`cdkz4-YOu88q
za7~d(Q{HSk>HXr**4!c;Y{xKiP>jd4=zyNY-M;qa+;y?7+@v1r>_)Wv_QD=BZ`%T^
zb1W8#0w_DZX_{gXLI{#<i4uE>ad6#m9{!!8dZuiqKzff@Z)-<My_4>~cl!DlOvL_C
z518t>U7uXS9eG;EM>6}z;vDz}LnGcRrmn$c)Wywg<#EAP)#$bXFdcG|8$8p=XQ~H}
zG$N28YoN<fcNt;#7rhMSbusvvnFsDdirc#L`>d7ycfwioNlV=WXQ(zYgyS$?PTZ{7
zpyuLOKuBgH*5aSPc+o6k_(xA*$^HGn1Hc=w1dA7q^xR0;#1J#$DxnVi^kxcx!UYK~
zUEgK<NBns{Fg;LPAZ-+W9mu@=s2O8FM?2C!RX>eut;9oRm8XUQVR&Kwgtz_tPFd)J
z3D&QPt5^3kPHT|tB0#2fzV3p|iu3bCq@_(f0i8#RT5tD+D^j~H=igdZHFW=>cQ1Mq
z9r@f>EPuD+-~1hk>j6996+Z6!5OJ2=>KdOMru<k57;(ebEUqX<P_h?3ken+51_vCt
zNY$2X@8}mx<zn~6U<_q*^C7vbtugmbp3PCxrO58;6!w9`@xP)ba$#mBOIBWHV^K1c
zD%O6kVDsKkGDm5#o21u~jGdi&o}Cr06n2Czk2`@a&w5BAnenBy?Z;Hk8;AB{vPu`4
zJ+D=&UtH)_O3(3z4Z3N+?BJDE*}6PZoC??n@dOztIK4w1acEBZRo2d-uS4vc^sjQI
z1Lk{ge{XK=_hp$e$icSoNl!!wB-r*Xlo0;Ds9>#QfIqx*=OVtpO;q!?s0$T4Neqs)
zZT#oHqABY!1_wSU2gcOb&WLUKG?7{EHu;k$;BD-y>)aIc528A(Fb8}7%5J2LCrz5W
z6kvKuwKlU2AMys?CaX>s#m5z)FUCQuWt&h3+BxVs=#Rfv3TsE*Bhu~LHoGFJPEk<{
znL-H9ljZS!zxc!Af%J~FjQ1tpNqmwM8OR?ZiQ)O#r;%MR?_OxtmZ5ErRd3?RrcKr)
zStrZYid2G!2b&`Rlddzm@rwB~WuP=ZtSzO+OtDK8p28=|UJ9hKy_Pwf8O;B|^mq(`
zZ=C$8<-$RNSdgB}L=4g!t8Kz9vPPQp-hFG<0zWE9jq{#6r<pXad@+w@hB2+`4YeTo
zq;&7II&w6AoZ&3PX!RjX9@Q`LjSLQB{>L6WYhjJ3AESm}XWOhJ`sjF(6Lg;YG`=WT
zy3$<aSda<o!d2SRP}Ps#bRG>MmCv^J&&$>0dQF6g0qpJE4F@#Me(xExD=Iyif*W#z
zkjRvH&>J;0Tih1DW+x#htG5d@z4;i-to`=Y4}>?<l|XX4u`Gy%CGIyY+sCVPkLe|;
zR0+luoHFaz_SKHKbbRiuRs28IcBVcJwx8OHPnvD@Mj*)>6w6>O48tIwD8sz07-W5m
zT=9YCNyOl>l=$C%3ABy+O<NkamVNN({ZO?eL*Or&?H@%0oAMg^<ShN%jQsm=jZ)w+
z!`EWiXpjiG>D_1g1+}T?N^1GbSEN*+wG%wJR$yy_)o%`0uvz?@xy+kr<3`i@3<t5F
z@*is~K7bwpf6L4G0kSyq44vWq@!_`>2$>LaxvfnaWgX&)4$m}S>3tVuq7{iadf3t2
zio3FHgZk)O^mMKedQ>8!Bu|*7rGp1C@6>PW_k_sKt@<#8-i)O~5&dRAAXTgNES*Db
zzP%l$z!)Yrbve9yo^UzxcZ8rj5=P=z5VbxY33hqXyfB%HWvYzRzO!x;He#E=8`j|L
zZxcxwC;Efw!JrXVb_O4fU&lHIF27Zy?#H8YQWE<{N%7LwgbltPY7Jt4Ou?o=9$H9l
zl_KklXXT2m`nb!S&fsyaZ~i3Tlnn}1Q`+M@^Ij0E+_<uxnr$w^NTR0Fx(2;+)I{M}
z>(<2c&Z*)oqVol~Wq!SF%LZaIeCTb4r(;O77iAaX9U3Ch)XcZa>YjIz-sLb(heJ*L
zRG<@N1!c8)CP;@j=x19slfRhD=+ppv!}Lp{oWb8*UIU1(U+s*Xk^&jl=nWH3sK%N!
zj4$u@gGTZ~HMghwoz9>1aM;;FJ6pUEcaDT##l^LdKmnaZMp$%tq>YNhw#&%o0`B;=
z-_Sk?_JDWD<QE%bQ2R+~PTnyGrEb&4uaBE+0JqxW<fg$%^}d-r&LS#LrARvWrU>1*
zq*(K&_Jw$y^-;9roRU@|Y36<jvnqvI_=PHs2b4jE_Z>1_N>ki4d&^5Z7d>L6NC{n#
zeeKxbNl7(V*PZMB=5)nL$+4>Vyt~l1`!-*l(2r}lhzCN2dH3%9mU({;b$2GJtt74z
zCj{EOd$MMRuTaV^3vx^%7+`a_sK~t>izgr@G>r{RM&%ViI1D_w>E?P;GKQEVuIS|N
z3gv{Q-VC?58lf@Dap=r@!1mr)k;kNsaFoO4i%``}C?rnEYtHgaEN<FOS`$tfw0kU`
zjDNK+>TlG(S%UmJSoN;$|C3EJ&1naF(tGFBUPe07W4QDDB(bgqHq8jipu4BXgRV9Y
zf}BP%YN&8A%JI~;oZv6iZ+C^}Z<W791<~&f_YHARAJy5s+O#2Bj`R3-AO_D#T>A)@
zE9JXS)uj(EY8iLup0~)M%#N~1IK}6J&<3~?Hh#3IM%g0D9AB5IeU^8xZ5t*aBZ57z
znLxQ^lzxi;WP_ek6#uG;*r@g(Fvse}T(f&R+k8sBM2PH<MUf7K?z_CEo<)A4aPi9#
zFgIREH%^4b2dmnuIa+1PxK%l#WvqDv2!!PYbX*O(<VX10vS8`!eDiDfDT@%arr7F6
zl|{$?0^3SR0;1&N{oi4V&`jd7m={#vaYnk&c~P$U<g)sE&aPk?dH)pSEth}KfQMR=
zL7dsB{mQMPwt=AJ!u`1?UB(y#EPs#d#q3&Bc*l$<Z*-8tjS^py2Fw$7jN;k%YHXOn
zmQ@VML(I3jh%Gd=Fp>hKa6fU}wJ(NHQC4wBYgYVN*?ZAq#cyl6|F>fp!89B$>LbmR
zr$}=@=5485zq65iDMgm0i)cgMM4>y6MTJ{<nh{&Do2h;$#d_dON-?Z82hH9!xlFS)
zL}_;1Q~_c|3wooN5VH#kGYuEl#~#~BfaWRoh*L+jBDpB+hg=Fy?F@4F$^BtPH{fxL
z6EZ((qXs?0-RGG0<5Hbzt$5N~8q#wzW#=C|^abS}Jw8wg;6n{>2I<#pgIe&J0OV#+
z_j>SEpg(*He`t&|G@x|uxy0ReF3h~S>xcQ!N*9l4O8(teO6cPrQwLUN3Z>+W`+SMl
zg&}8C8tSHoj~6MTT&6#I&^&(htB=<UO2SWayNb=S64%C=@^jKPO#NEE?~K}r-D61J
z6NJk43GQu_!oH0*Z`@Yro!Ee&-5OWV9{VM!PI{Xr`6anIZvz$^C%G2Q*NGoruP^q+
zbrH|cp3w!_EY3X%r(Rt)?A3U+|H#-sc+%Yt7C$oH+sSq7+3N`}i2?E){D{YNQc<Jv
z|A?ZNxJ#l~8Tn2F6@qp_2(fq(90A~0%mL^8xWRwDwUKW@k5({Lx=Eu#0{HPsrBP?k
zr`(RBmD9KZ-~-PahIxzXHxLUY`L~b<`^034$4vV85M9<|{|x-0djyr;*Kn7;K-j8;
z```mP`NfImXAB7b;X=A9GG%HJ%GQzuSC=yr$vs>#FUfWbv++5gc8~&|iz!c(Efysa
z*2LsU%Fqy+lO&0ck_W_@rd{8ppRkZxX>JG)<L)J&elmVvL=_O>x%~Z!XAv9ZA7b_D
z32>kzJ^2pTxNp)3L1SRM%sJGli9aHB>b!c@>mGoG`sixTL`KExI@Dx?(yPWT{BSq-
z`p!TosMVP&#EnXV$Y8J*RlT+l#y0i?jsPpTQ^WL8?!3c@Go^!xPo|G}Uu1rF=sWud
zt+H5$@P;XaQwh^sI=QYKE3%#M^ZO~auyw==dpc|=JZ&lUcXVX&{e(**HzfGmje^6@
zC-yE9!5X2fkJ8N<l-zBRG(M2$6|BkA+H)*jv#Z3wrhUU^!1RZ!?~z~l6L03!T48Q;
zgc9TiZT6YI4S$Nc6LL;*9xhPqJ6hA9KvMW@Mpp?Y%xEvEf9Y>u44+q<i+og_(^pF_
zORf4VMhHSb{e~-8Jtq4UDV)Ln3}8j&TKr_+B#z<c-~u-LpC4OTu8w7Gh3gP*X<=Fc
z1p{0p7&2Q5KR)6*-?vR-=QY$J-~{8qt4#BfD{Iw=L6Ybn;w-MkQXePhst%ul?-7S!
zcm2+edQta^Bs`E7S|5l_%Yd6@l1$V+Dh}eoed@alncy0$zt_zFalQY`QaBVS{}l((
z^DfmI^W$qN9$FY30QTt0ZO|koF@I4=4JeWzyNH2AEKz9FuYszg?R*zW3g8LdBLm*e
z%m7*vH3|jd($5}YJ8Z0XEVQ^?1CgMRau7I#VpqO4QiFikye+*ekz6T@W;b%c&4I9O
zfO@!nUhO#(^pwkj6z_0LP$4mBqu{wFBgyTXxxpp5PKk`9{p=SjsK}y2lTq}+CthU`
zgW6o*5{*N?vCb}zs`|)1tFhA3(I@B4L8PdB3#9K}Mj&&8P!>RdSxFl(&wqgJY=oDN
zwtJwX`3%KQszi>|C(2*)1!hR3g-G8XPRr}W(uA~)X2@=3r}F|X`a*K3&*T0`Sw~F<
z@i&ee3FTzl$5g-ux2~{dc{{(U5z=HsXJjLL?~|+7Ho&#@ejxE30LqExSQ8)F>QEJ#
zD;enL3C$4mIlsIZSRq$n6$NI0l@nIKE=&Lj7XTS>$1UWR2rI#BT7y1FY~P*&FJ=qL
ze=ri?Fw8#%+z(=jJvJQF^y0xai$2x?u5$Ti23UdHA^F3Rw^G3Ac%W{$ID7CNJrjw4
zhD6h~zmkS;`!)HCF2wAN(8inbHxC+@eJ!`xv9WJ`jE+fUrWs*j=9sd8Z1q+j)_i1{
zE22606dTFY*B@%N$|+H>r&yM)Q8X5shaV@VN-gRe!1@r>jdtZ`T?rS;<$YOr(bR@J
zj0f-aWCn*I&ZGHgK)ZKPWYf4$)oT9`^4B=wJ9b*eO<6{Up2%}^!p?4s0U}D*jw?C`
zuSy2tAL=P_Z4_Pa8S%(*W$)$iIpV{?p<%C7bz!ob$aIFt+Z5eV8}cQ2g79r+?k2wE
z1LASDd2g9b<hldZB3loka^CzIi_uzR{qx)ud5)y~@La`YDw;!)f(?Ry2PS2YSM$0*
z{C*#N$W75MCvkT8aY@N?4h<Ux+F7peiBWPhbJ0iJe89&ja@J2^+P>Z@S5lg7*V;VL
zubdIKBu5B9HhPRuD!Rq*C-1*!n?-iyy4ZzZUwp?sq>l2%0}^kmh7f}#m}^SPPO?A$
zB;ZP_si;&e2nXz_l6(}1L-CnUb>2Pq=^eX0)v}Ls(7*ryJ!rfWcYai(9PdD5m{MCA
zJK$E9WBq}X6|S{TGv9}FPMlS)*s9gA<bC`-?{VEW+i7Px%<EV{z80t*gwL+WYb(9Q
zTWo&yHC!qFl^5B*SJE^lfM4lR;y$Nte6!j~{Ibt=4n9k}7h%3&DjFC{6a1|gRlrXp
z5e0g<++BY}9o|qQf>jNo4o5(5F$%$F0f+br$#pg%KDBc>z~$P^>;iN}wCj%ir@96f
z*2Tp;(V9#@fI>1^A1dt_@-vt}uONWB*FgXtg-kukJg+~#btu;-w_&8w^Stox`j>#T
zq=iP}2?NZmygkb_%3mM$Eu_ZD55EPN9NcjqB&!#HDp#s?$Woi)=Bu^1($6J-FO#;H
zGND3iLp0Dz0&!o)+=wK8#*c4K8ZUspTvi>NKN9JOeT9B^QfP4-I?AyC=zsGXq;oUY
z-wEEQO1*y-^2AK$M%QgLDCu{)uCey6r*5U%vma&eKyb-al<SBiI1=CaG>>Wx@eU#B
zia)>*R(G&FUM3#^!kq9U$Mu1%h&mPEield)KLJLOkTV|ah*vdi8L8DNc=63z-;`De
zs3P>uzM)r@A)RwS*_OtWfgg<%<etTP<=W4;BgzV;De7zqW{c1o3WV#XV2_SUoWAq#
z3ps8v@?lI-2Z6f5t?FRsRR+8XP8hVTXKt`OOAvkAZe6JfA$FV(c=+;d%)Ox026fP8
z{POh2C2!O8fy9;pu9SLrB^yLG0(u|D&0-a>{Z9lGsP1E$81Zy<eZl!m&M6mci0l(f
zLwkY&x7BDnWJFcnbxlIpVY1@Ks5Rdn3E)g5^1_K@$5-TjopS;wQkgu1_MHHvGiUgP
zadcBOzSzDi&+QyZuqSf%x$uk#O};562!Hsx{uUwy%J+knQCH5i?>2!aZ_`t&>40GU
z33+Z<&G%djXY(^}m)2xT1Y#`DLmUmPgo7p{Zvg>ErXP4p&EM-6V~~~CzJ8Al>Ja~H
zERvzafl@6diyO)RNAZN=M{>n!b?&4tYn@y0))MDyKgJXvS3vUT<TJGQG6OASxXRZC
zj!2qNB;?Ww_zWV%ES{N{Fq6Y&T-9glk$JbtYlOFm^BRi}8u-ir#M3DQ%%<PmC4o{D
zij3EY58mq0?{u{$qBm2@wA%;ZmBN$WUb23$!p|m|z>Y<y4q2cO^?_j0J2FL?^*=MV
z$tvkI_*@?d{{r}d6z86Y09zFm7NmIK*8Y(#1b`eiNCdQ{SP1lE!P$aqM#}5IX^Bb$
zYS0REc&GUUYisK#V_#ypek)e=XMB*PSWfEw(foE}@SR#2wXy(YZ!c*s7qMR0XTThr
z$VERlK7R461N=I&q@8T9MJ}leIR2oy_y7l&anifHN4-{!fO7rM;2eg$8eNGQ2xi6x
z7c-0Wsu@8C`jkDVwowADL*EU2IV-*6`m-^43@ow0@*+8!frrnP9@3%g6Kzc2g4PtH
z{5my=ib84>fT3ZELIt#*<pxqZqY?eAYpNz!K{f*Mu7cKDLkK-UGQ4~_pwO{A!IH<2
zvAj*<t@rcZqvHHL3@a`52c7_z)=AEbRt`=0bPn`{85W%jNif4FW9M6Bg-0yEFhsj}
z|FY-Trn<~oTD1nO1I#%FC3KEh@CM8Q6Y9^QB7V4lO#_n&ithZ8l6JmD{MW{sVwxVL
z8P7$xXw)5UCzoPDXO>U!^(;*n=AGr8aaO)%HHM;w&8^hL32f3>kU!l1nD;p(l&7n%
z!50al`R<+Be#>7KDgWZv)VzbW-&K8?Z5Y8$D+R4JCfA&MbSl+-INgf;5N>gf;p|p~
zg}4-2;qP}tQo9cbb;M&P2DR}q)BZA}#5QKD<k(Pc8}D4iaZ>(PaBFPPilZrAy4PP$
zDqUOCeTk8d)DDTiM+(F!Udm5$6?ejQE(CcWgF+HadT=T|qubTNoi=l2{(i7;Q$6xL
zz^0NYkhG@hPG*-EcfRRX@M(qXNK){fV(!iwdrAI-&-D%>4~0i?BJGP-CkDwz*Qx7&
zQK!zz%MB5&q#&*fMTpm!Oxy+^KKX;rI{<%plq1@xWX2)Tyhwo|e+`_h9Ki`Nx*siI
z$I7OtJ&{D{q}Mek{qW-&RlU32X_ANl;#oKguo97ly{opIJ`-{00y5nA+nAu&ZJf`c
zuLpw}gCFlnw}uZq`sDvof&~u~I5fo?_nI*yovCZMuw>{pC||hPp;(4*RsLOlvZSyu
z{J7%nd|2xJSVC!HNdDXHgFOxb2rzwE3>ncieNwfFxqBjcsrT%2=0>V00Mo|(=-f8i
zva)tNG1}9=HaZm45scBfdFNY<E!Is1e8z8!4nFckm=vTcWTaTi0Vq23<fD>##_;)+
zYh@mDYsq&fH~#@APkIK*m(Qz})pxJjI=DJWSDcIfV2$q_8FaG|>6YHVnzG<JVdB>9
z8?+zQaPAfM+Bw{XaL)%qN|hS4OaH}Dx99*YTZeY_64%0akY_3A=~=oW(&KR5Mj5AM
z+MTVhNvrw-uNg|Uv2`%O|8SF>Axgfvs-=ltoNBq>!-MW;v)g%pup+eG8&c)nXLTfp
z&WL#e9btxTfQV#U)vr8r2R?*$eZWFvG8C2YQ~7PceP#HuL(v4a)-{J;uG6GohKz_*
zwl$%0rD3I4O|WcV?V|G7S7O=r2RDxM8iizW)wafA%JE7cwI}>rJBW{0|GVX!S8jKP
ztHxY34b0cgW)11-1J;@%hHD*~&v7)U_!H92x}g!P<WK6iKn+xRlvlg&Z6e|n7^po<
zs=RWULDZ<TB{0C95uT#R^+){9>XcG4*wJzB;r@9#^^j9E{bisCmj}xZEi6+fD>{e{
zVit)X7exHlM^<kpS&dt+^W@K6D2@5aZPBxy+QYrfZOhS)<ixur{nk-q`nJ*ID)w)R
zZx-Yr7SUlK6;E?N_wqY^+js6E^n|LV2DPpLI>C%7JC+`X1Wk^^w%&8_j1T&9kOH}o
zOU5;v$3sK8_M%+Ls}A>xL5**I6RpZa6=IY;O3*Amd8zdLP(-nUzZk7KIfez6Ek5Oq
zZiTVE(0~KC1m*=ULz9$0<Jh8SRz>z5Tz#cHS77yE3Vt;I)h0^QrmHEJ2^wVXZuUKS
zOaXYwkCd^?hkFXNsl%k|sY&jRK@Ky!-|MqgCfIH^KkAuG8L5vXoYT$yu1)|A_&MGo
zm9XwoR{F+UB)QHca~&q#mBwT@IeWZFw>~v~HC1KpJExqkdu+;^7#hPj?zt_Pjnx_$
zU!XkgJNgd#0mTP=1BN$7bIOnJ8J6KrMg7}c_m7PlTt%Tzizi&BHze3~h9LY{&rjx4
z1pw&aD8AVTVmYNCsPRbRX6mUl=T2uB>@V(Qs?FBmjrI^<hXY5GpBQW235_--GqLgJ
zR-7|>l|H};GPla>N!!*gd20fidC=X=rA1@YoJ*C<d^5k1ZSnL$7=E4}hQwA>a*|s;
zMT1ZGifMSHdQ+KOHu4}XZ-yv72+Cb!(aPvcWIVU*DwTNo)Io)stX6wxe!P5m{O*aT
z&&W~8bV{OVrFm5t{<Z6EFkib|$dc1^`o7p*cSc?xi5xM6Kdsr-tcrTE^|EQ3YvY++
z+1kHeV+UuC;zTvJ?;|-sjM9EJCgutIhWfMr7ES=aWWXCnGw*sYgN-`-4J@!~_sXbJ
zRNa6}a^dMZfJRXO8dH~eT=ER?iZ@k(#=I!CpNuW6Hq2Pz$0|iFjI)YyAY%b9gQO?w
zlavg0?NNr~CnM=v>Gk$QE3D$sBy-Ax`NJz5c*f@+lL&QXr1^-ViueQ*$!0y3gy}qe
zp<k^I4{A2%1ZzG4@O$VvtoiCPNc&maXwFpiW>U4z4_xZq%nu&(#*QmB$h;S6A36^S
zeK@AJMr97jiHYZnF>V@>?K~kC;Zm>kF=t(c_~u>#Mz_>8Ne~*}TuzWLW(hM!LvP7P
z_P%y<s51LQ>OvTO2PdikDwsB-!p1na$)v>lT3MoL33hCf=tVilP!|Kr-w&k3c2(KB
zqh}oYr8Ea1!c$^tK%uQ2dp#Y=Yd$GE+k@8x@Xsgw)7PsY>ZyV{eQ+2KTuJ^Eb%foV
zsVypKNiEN0v+4lPA198CO?NFN+$2+GMt|Wl*4Y<8oG|xhrL4{RnH(7pHoL->$=$@k
zovx~1MP5U_Fh8`l=)uT|tAs(7Icxx&2FFvq(|^#hQ4Zz1K8*NK(4Q*4xmsmQ`$L++
z9*`w_R;d<GGyQ-I(E7t@A9L<?`$$86Z~T32JDJ;xTnIUo2M{u3%tG1#Y|c9zH}y`F
zpcKIH-8y*g-0p1-8pL8U18o>P0AgTUCx9w>8zs!N#_(=b+^iocqB`f!F#oFj%rS^2
zIgr78#^v@kfV-nz&AD$v9U&dd2?|M>V=(LYj@JDwBRxd0^%;;THp(-mjzFPW06sWM
zoN3JmDV$*#;Nb8X4zqr<t@_&zhF&pNxIl0s7t>$7BK^<h5@=S%>pc<wfRs6Yvwo|J
zsOgh)>o2YwWVrAxhb!eyvo*TGUPAU3RGz3X1^YVbmsEK{?Sltd)th=KR<hu?-%KM!
zGGYhj09ykm-@H`qAM#RqrNFN$ik$?OpN93+uA|1CRp!nJ;72N3Rzd4~=;EH|TY|cg
zo&8|LzYt)9+A*_FZ5j%g<9<u}gI&K<Q`XX|@qeUf99*-3H}^1m8k0}Puh$2O08ADD
zp`+gmX_>!Nf__18-n^H%P@bEh+!HYa|NRmxm|-o*bZHKA%AIO!De!1uRsP6e`L1A|
z?CTY*t(kN}qPS0IW(Ng^DZ3R;IIOtWTVF`-o%px7m9W8I04kC;%AM^TQv`KcyTFR5
z845ULw&JYGGkVz3#=fQZjbWy<k8jNuIsFS+`&#I;H^UmMGY`U#f^E@C{bcBF7wU7g
z^-2!{t6v84pN(PFAD99Xh6%{r<{TdhaG+cG<TAV&KG`2^p7h>LWqfCb!U|tlexJpK
zLlme7E9<l~0D`@+5Y2BdmpbwZ##6BKC;>mm_CMuo?MB39>P^h)jUo-CkMsfpVR8(i
zZ%LvXU5@n1Pg3{1zx1jlt?`?o=qpq1Zu>@qA$z1aaAnp+BevtzAeFV0XhmTFT8jGm
zBevx7xzcm6#KGk&w6|5O3`}cy@RccV5wL`O`FJ%$VToS582t2duh&+4ijWLgM$IlR
zq{c*mE&J}3)ZUJ5u$(=SZaS)(hK5AhcEVJ$Yr3*T0+L<5#$Q0YADU0D;A)zYT9-mA
z*8iaEtHYw~-gOPSL%N5OZjkOSmF}S%M7m|@E<qaU4n?|~p-Vy#q`QW4$n)}jzrD}i
z*L9Ba*IaL|_gVK7>t6R`Y&**H2<m)xBNm<F*JD<r)G^M;PxQ&c8W;@pRprf4mhzSN
zI@GLzvNJAR=W6qcE)#j*a7L?>5&hMp94YsN=vk6qXqzQl#3liL1psmEj1#Xq&>nGR
z@BrzF8^zeP{IMXs8X?m=7v4QrN~LmLx>;ekniyS(0}qz0bhNLTrs!eV^=%pfE>3f)
zu3ZgtoPS4H8ei{_b`yX^QRM{6wJ1+eBBn{71izF7XlfyKSRN^Y?lE>wsk7Z}vJa&3
zUs-^zanAOJtLEs{6^wxy7lt44>;bMU%2`8|QR9kl>kwcM)~*!^Jh9Q6<$<kg()|Wn
z>@Z+JIYAViVg`}28%Gj2MUGX;V5U?wtCg)aT~@8@%FW~(#?ize^5>5rs-7vf);P}=
ztjnx#N)a|~6d3D{1_e%0l~c1&-O9=m#?^hOu12dSY{|HwL$h3%)H$U%oN=`!ka`I*
z|IC9kV!9#B1|MEkJcd07pg~J#FN)A_7OA=;zI|e0>sq($?<GSeqV^3(3VGc~!D&l#
zF`=xH>WBrw@2>FR6awA=KoPZ$W8nIXrU6>2(uAhkKu_^TsNAQ4C6~;O9gpldZrO?r
z1`Y|ej&D*0-IHmn^hV((bh0gKJ!_pRru(;$T(|7FOp!<2jH5jv<CMFw;q8bBx9p&`
znt|yOD<5&TgrWIE|HNXX^U}@6-<yadP|w=Y_9W*qT--gOm%SKhcPkj^NmJ#sde)vy
zKj|4ej~FHbLyDU@*|#d)C~8ntDdd{=<~*K0YS%mXyS;bbIuko^B6yq|1>Gm#7PVW|
zoRfhibHmj->7P|9@4jF9p(KiPzS^RlF3mcIivWg3m9-~?lM1}uMjI3zFK;pRX{1WJ
zJ@WxpKF)_!la^}%Vwuf@aX-%M$j0(>1`dS{$6}-4Jz!|Y602!t9-e(dIOpQxRxl}K
zGh(d&1<aWiDEh0sMGvAyX78ed-NFFpq63t~&NHyb+yW9;+sOWPmZfoy-vL7nu)eHJ
zfpKunYx%3xi+|<UMZ3a02@XILTGIu6(Ys&KMs_8DH)OVfaWjyQa5J`|bwotq^kda0
zF2Y8@##Izf4Es>5*8bikfYQqR9>6<W-&i5_`5=}wQ%bbs96xy(v6f(&4M*<Np|gwU
zD9ei}Vy7s+tPw`xm|l_-<9anpVy#eg$~;?L+>9viQi1!z1J*7{V6*AMrTN}yUDCyZ
zXAvv_2+O4^=sT6hoc4sglIMk`>Y|4P{E80}mViwL>R56!Np4RW#KqhT$+zNZP_}(!
zd#|m{4b_}@x9o=bQnEud+f1T8TE<RlW;kk3$3{|NS|CgEAz|0nAZ+<?{MWXucDsz&
zPx(5PO|k&Y@VPz%`49&046WkYY4_6Q3Y5fLa)3$as>S=L_IRWX0S4ou-GoL`xjMzq
zum!LJ0E<ifBQ;AE!+kx_nveH{`mp#}nBmawC2WNYv;j&~ycZZ#&xv!Dn6-iE3`p)`
zQcxLS@?dJbs=Wyh)%kBNw6gT#G=Fc{3`RHbZwr0l>|W1Ce!v@~OW!9iy3elc3BA6)
z2i#j^BiqWwT6T5v))FF{>Sv~;AS!V$>^t{L))Xr9c*HSiNw-j8U8{8q7BTj{FRUz`
z;D&t-ZO;h06H8yXt&dB}O0uB3f1{q8@ylJ@m-X!uX{=6pdBxWYmi8HUm?Vf7`=bCq
z|B7*HA^n6~_KQXhiMVE9qbIJ!X3au!$~Z8n275xK@%kB*5}Os4#MeQXvc=QRn{CtX
zoVtT8$*%xb6bk2fe7sK(kK-~e<Eqj;4N<!LV~*eKbrY8Lt86T~ONIIFoB0=)yw#CP
zfQOd}CP72hGCNZOAW30jy(KX5@$u7lgWy^}QR#~2C&w>DnDt|*sDmD$a3L%(GaFXS
zkf8FGHQK9nYzbbF<&|lUhQ8z3`knM{N>L(okdw86A~d$$zRW$ZI|&_tceI-TMWax&
zw77E+5PDU#`mzyyJxe9#lUUW^0Al~rxqDjEj3KBxw;xAh?#D#&-YeIZ!h=(#6eq9Z
zgCFfk6g%NOlow$_Yw5uBjC_@IXVKfa_5sp%4X*^ig|EKSyW}7N#A3j7FR-F^;6R)z
zHDKng2_q{#Y5u0A3B!*8r`mcgX-It918i658(H-X&!b1Skn6rhhBjbhVeLt|vi{g6
zxv2)g*1cvFY8aVCIA_1^pOk88cD82s3|HOLBdB$^&>IfC2C?5P@E;`>*>d2Bfh8H*
zuGb`KG2pT2kTECE);I#c7lPr4?gO1h){%^rZi@5o^lE92Wg-WbENCUv9zuR6n>?jm
z3>wCTLt{5Y@K|!px##8`dA@}QqaP=J*tDsNL1b;FqrXUE<>dJ7sOCHZ9YqL%Zf)D1
z03>Su3K>%8gm}TUFgSKx<A1xtE&)*O1a%JE{A4jI>EC(6)IM4TwT_<XzeRxGdxBg+
z_;!XapPNBQ@fRcOY?D6V5<(E{(2@Z^^~BYHWTMJ5k7df#lXuV^R~ev$3d5aEb{22a
zfn^JL8<9F24ZqsgV-b2b4Q^+KrvmY(_!<fwZ2sfbNE(1zYXDYGdKt);#I*}fvlv;k
z4PLebsh9k-RxGv}Snyg(wfXN&cgHqI-&h~AZnQ9KdMZ(CfWi41ClU;V9REO{+LArs
zHrPH@i=<u;L7nZ}09M}=${VGDW*Hye6<B5)Fq46>P*S^-5fnJZVl<d{0+3nX^hDk9
ztfbtbtsWoeRL`h!hW<P`vWx<3)eFbb9x4lzM%bkADN3qy{3<9KbXtJB%o?FriB7vK
zGy|oaO^`xfy)DZRZNSX_s2ZO<A=IY<gLYsy*Uw~UprRy*uLH1DhqT{80RtNH(t>eW
zXOtWu3`04V_*<>-iw<P);3q@uULuD&(G&uB-2kJ!#x4h#De^69IEf}6-wqP27ntE#
z{?5ki1u`}r1xge(r-mP^!!y5tBlug@#%$;HE)?e90fA}IN7xcZIGegUAZy^>WEf@w
zN(4JTDj;;P%S8Bb29I@ICRPKrSPqv&b+#F$BA~omZ-kSV^f<2iK73gD?UeaB-l%G@
z<r3=*JrF*nR0o4ro%s=??p`?FP#;klO}keP)JuhA`6YuXuFD``7m&paa>U&p@UX98
z?wzrX#L7Y4LP&ay_mO_Cf^lEF5xQ?;K6zwU$RQSo<r`Ty05}%mcM{p?So7S2A|s(g
z;Yf%FIGOh^WLrfZl%@;1jRFh8-%zfVx1TitB=u-xix&}oc-VZ^+Xj<<>8gP9TVPy~
z8-@~rI#*Hf@)RAyLYK)$6?D&rp(gdwcT(&UYGMPwNa*eg&E8vkxBJrPayeGf4Zn(%
z#Yv1$7a|TYQ<-?0HMkiSK%B+%X8ZG?0AK6&X3g0^66ESFBmIME58`9hhV4lq`C)$@
zBSN>COv2w{l>y4t*`_%@BgR3{2fv+7>1ReM$difQi9kZ=!%kLs=J8XO?`XvwFAS0m
zJ#iCJ#i?8cRsuLk2n?Q4%ys)j`l;{=yok6<k9HMvg-to}H~bOAIEW98i>`G`M(^&!
zTeJq203KtJ4<sho@VWr+W9p4{58TJa%<!kde)yYP?Smx1Nu<p2{cKNq9E9ArGFlrW
z;Db8jft5W=Ru$D!IMVW;H3A^{3YW1-GR=E>J+6VaW-Ps^S=BWy=uVCwUNLbFIA3MT
z8Uf%C-&e5|cgQ#Ay61Y0$ONS7{JNL38BZ_*)jIIfSj*e`c)<)(@ncxOu&4NSDi^-~
zaYfRN#I>nNl9yOkH(*es6c7~u(+Td>mhDJJzmZbS(=a@ZYBR2cfC<PFSpTgF9@|_f
z9m<$uGYSX3UuE$8mp>j93^1b^_hMJ?40B^}3a1WavC~(PH8EJ~nfgPBE3tN?(!WcA
zkFkwDEY?&zJ6lkbqJxu+ffi*$Qs*Zczf}A=OGS$(eeN#pGJ82f#N=qDFjA6-;`~%u
z_6yh1--kl^Dv3BDR0<hdZOrgF2AY*kIAz#R{`ZR_01BaJoHI;Uoy~D{%jDHh0M;Y;
zTkQQJkm3W#)m6Pgj&_omtp2f*O*piI5#Z`E0WX4Zx=B`dm3L}clXZ8MDMI^cC^x;4
z)EU4pdQPrsL6G;vz!EiS<q<(29tk6$CN^-C<2R9Yrwzo2f$AMOd=5_&qqXQj*Idy^
zwj&UeK_-A|O`Ne4N!E`=sB0$qqz%dg@qq!A!X#_@z*uachg;jF2{OKAR0rsjWrl8j
z<thGzQpXVkb`S5p53GWOu^Xu5pbHL0@5+U=59y*;RU4&di?;_Z>mtnXxM$<5AVZpU
zU`GPpK_YPP3<XJAkG2_ia@-6CsGnVJ;-lYpibr^-IsHOh<+nn13tKUqRJR!MuzS0}
zj&#&88xs(a6)G3Xx5OPW#CyT+Q<>rxXWZ=!H(PyRN5YAepibAw&#P6P2Ayp-cTkbp
zM@>V+%E#JLMK1Ql?aPFW;hNL6szHQqp+85^MtPgKRvno80Ym)qp10Z)Znq>c&a>TJ
z*Gwx?0YJ=VzmNeW7O`NW2KF)ag^s}UqsP{m*|T`MwxK|4`QT+UlXvI#NQ>_P_*859
z!lbQW_sOXh;;ufgI3+vUXf&8p{gUgoDlk0nzI}166FU+jdRWc!c2@F5OX#nE9~LMU
z#@#PW#6z%;`Zl8?No;zyh+eW5%PTbZk8|8BeZ`F`dHUSt&9y8dug90XD`xk`C9Es}
zz$Bn>$3}|)j6)sB&oKdt6U|qg+1>GVpX2H#Z^rvUX~P;044fAU+K5lDiCl1#bK&I+
zoRuk3F?~Fr>|7g)JFmEWc9rI3Z`9JF2{TF^5*kqdCQQ)ZW*wOh7WNtt-hQbC*o#9Q
z+0xwi0hKu2jP_~w+6TUolZ!ha7}bU#9A9Oxb!XF{Tga`oi=!K>`?GS39(Jgqdw+yy
zWSe4(koY(vB|k2D;wtJqJ<R-gwoKAmZm}XMcT2$At?1$eI$_{ii{{04J_=>L$srb4
zrsXyI0xXBl2pVq&xbLlZr^yCr1Fa$sLy^4NEsZ0bMIgUBS^WRtUP&el82l!MO`TS5
zk}b>h#t1+E2s^K2i^HTlO05oFLiEA~>g`LNz8^i-61bk<?y_tqIB(hw+`iAUL{r|J
z@l9DId$%cmWmMLd>yNX*9ZM<))dbw4#gt5eS)3J7;_4MCuhdLS3ah*7e4c0{K|G2o
zP_moZ9>?HMDI_c`x)w&SGD-IIlz144)A_rvBb3AE|1QsDdG=b!*60I1JaF#{ZBbRa
zRztopyJQhr@(!$e&|X%DqAH*+ma7nDZuuhej`Xvn-L{#n;n>qXQW_S)Ad@e1)obiT
z%^Fiis8>*Um4VJdc!N{>m=LSFTU(C~nn5Gw%J3)a3VI`h;q(ggbgz#tL(S;j3<0Zf
zG>zOPUIdL@Dw#hhs<ph*BkS}WiP+h8tZ&Q+6t){xf&}4wPV?yp+R#QmxfXew7LG(a
z!NCjB>c2emhN(m9SD6Am=zane=C4eS=oXHv=5&fVYpS&Z!XZkXLXT-=-3-DeYde|Y
z;8UX#IC2206%euAXUWEA`NaxT@V<A&2EptLwG-tD1u$ydDD3mAbwY|;hXxyS`LX8P
zWFCU<LmSde%{`{6x|MW4IgxCTG9aeE%3*27t2`%YaHfR7n;|q=mQmc1>Oa}$^GX=S
z?e9l4tzRy<zsl|}yoPNW$ZG#n28Hpzbbep!OB|Sl+NkspggpQouTVCIQR^<*^Rg$+
znQDBEOJgQbrEwy4Sg#+~S&%{SHOqB7VZV~ZNmPgML=H`OD$d(RQyX5NAWOH3YYnzM
z#n&p%A60>(qHdH>&_z;%L;!iCl>KoJ<b2-@4f=Sh&Y9gOp5asTjQOOTtUDDLh}bdd
zT64>?JL21}YdqTrBmOUPw=_U0G5kb^2=KZFy|tXS3qa8zM-FAXb_1AoP0j?SJ8xo9
z^hdljVXjNrI$!h@KA?V=+20-EwQF9i)NbFFtMwE%G4(#jIo#9GXgwAvlLfowzg8bp
z=bGfv%h`V>!jGNXNMT6XvH&L?`F@$QNCLMzj|=wuwjs+gd}I<BpwuyWhIan_$>V;9
zKW02OZgd4!dOv8MbDi^O#09r4pP}9P)){Z)FFo#|ec54RKk55`ry?OC0d|$(cfwQP
z4)ags6}qKHND5g4Er=pVFMXeGF4&vNostLEh2ntU{uUH0YD@<=Dy{nOAM1sHP*NQ*
zh`QBQvE>~#g}C_@oxT7PG4y1;vb7f`OeGIU*EEa9g}@rd)48)e)4s@sOy`vfRJaJr
zZ^EL%!gNg@M{htBi<1BKOXD&_`^Wdc9$PMMf-ivHTp<P7V9(|EN+%Dy#(^i-zA%@+
z2cP@`{mA#DvL}kL{fuw)oc3RzZvy*0$Q=<{J?E=WVpo`RPvK#Kbb%U49ZXbl$uix5
z?9qoGxDJL79tn+}CQdio!o{w)>xC+uz_S9U33IGUPl%C1MW}-q!|t2UyJk$3SbQl{
zua0!M8=Yw;Zod1CaKRBH#jgrPm2Uo8Z|(u~NeTqzy7*3-z;k!_JK=7ar$e&m3R@?u
zziP)3yLXltKrX(cKj*kwsN+yvO^#10L5HAv;X9~^eGK6Yy<Y^y4h@<JaC~^u?}G8)
zv|U@kMWI&<|BxVIZh)2;7DSXrLljXZdBy{hey|q7YVWD2v1?=T7#?F1B<dmekQ>;W
zlOqFZKNocNYgg}FCnIx|NlQKfG0Lx@HDIREQmn-+z88EQuP_5EJ$j_pG>a$Lnwp}+
zcaVD6yPJg{1&Z@so*(V(aHNGZo%f!f=8e433);1z?HPA$4dC^W3m9+9_S<%EW>qZN
zZ0+nKc76YlxjLk-Ft}-O!idNj4L<z#M3|(@0DG1b7-i=jk?3KTgsmfN7BNZI27E1;
z^kGe2x$H7gFxci!=SZX4iFfi1;o26!X5JI;VEldik5Cw6_kuZr<7S==zKWIVyfTio
z{)T^(@;TuA0>DiTQ9`(%!GT>76l|+QV^g($Mr>s8N-hBolsW8W8-&asq4*@}TI9;g
zzc4zPpMLv*V30X5Zhx4lw)Y<0r*<Bw`+1^3E?)|ec8l?A*YSQ$-#o08&e(5hc0fy9
zB?7KN3(A#!n-l`#c9$SPI6!vdh1>@fTd)6k6@zYXyQvSvKqemwa2?(Y6w^o+rZYwY
zRF9g3=k-#X*N6g?-PA^ugBS_5enn~}SipS{f%{w~SkUv6bf6^y#nbXRAXt97OEQ;N
zQlwwjr#6`|#t5YV6ENe#?_|PbN@7b0&4=_C7xz&}<tsx6WvFj&T+=YvhF|#yWrORu
zKiap#<#Q;Wj#8ly)EXvDvm7tR+AaFbj#hOa6bwf8PFwF*gT#7>Bq1O$=n^LRxO~-(
zW*py0r`9!@Oab4jEsFUXDuG_icZ2aJev;32$G8JZHEBXvDSkAt+ZX@Ej65*;9>|~G
z_%cZL0gdCg$r|6i%RA@^SqrYiq5Iw8`Ci$%c<_+X`Q1hIbo5}+KLp9og|5ic%}XlV
z{*Ri2w;iS^rt?9GHgH0c&)=mOJArrXoOF!5!)&%IGD#2<maPGAtbWe%mT1|M-7D%%
z`f-g6C^2m_c8ExL6B-7urBS`!nJFveB*GMX6*|}P74RApVh@|v1`F_+cx7xW`ZTxP
z<OQBh$>GO82rO#~W<XNxnK&GQ1NWC|q)$rP2UrD(t?5W)!tY5_Y|y91;*VEZuywN#
zYc>z`3Y4r+^`tGqO9rfo{z2Ff#p&HD`9*jm*2$MbJnz3-A0Om<<v4NRJbqV>>0TbS
zSscJe|6?AxeA`x7qRJGOD138qkmNSfJKd<Rl=N{mbtya+OqDrbH5(#%`1fsv#C+Zg
zz)oGIdcy)=x_Udr56Ko5O$jhgqU?Ly%?5KGtv`E`NTc5?YA-s$0K90VI5OMJa&}Gc
zp>AIH%?n}Shf46;gviQdqwxyLufOtONPTq>Dix}nT>dw%k#oD9G_VlsU)|gQxWEgD
zalmLJ?K_l?MWd-PzHdo<>}3af<TYxaACe3gTHM_U!q9u&Om7!APi`(oI&l+5Z`uM8
z2;tFR_g$`z5QhBug&TZaI$YcMMVl~|@K4c&yH|4RPp>3)@yJcDK$v3f!k%-Jdxr~k
zem~4_5fmkBUjx*#c<hG*&6|zjT;qi{4+{NGMsr)qh;NJEG%DhtjSY1>2;DsZ<wgCc
zozrtRq)sX;Nc#qt3_ho#jVynJ0=-H2;x`D`A5w=E<_`f>+zPR-fO2fmHMz4j>{TWU
zz)0J>f(|b|O56#0i&0YA-xQzLMACof_<(b0GWg+_n;yMRt&w=@xX6K*aCit<pxau=
zx;)c*$x^$eL@k??ZD&4Y=meV_AyfYoo<;vG9nmhHAR0~h>T2p7{azgQXX(F(GI|~m
zyhC%Fw(L&_+KVj^({U`rZlNdM7z*KYEQrxpv0zAIF~XAPGTnrHL9LeC$QOBR#)<Fv
zZjps4etdOm_LXQu_etJqLWiKvQ$UXJMHa}!01`O&<%bA9ywe{_H-T$N<{6`On`FI+
zs#1%zBEhffRAu^61OIaX>M;nh`{sGc5XVG;?_chv!vL}Z7&Q0CXPFVTNqSg|e$b6S
z<uJUW<y|PJsxGLW<eSVDqN5Jye*ExiB*N_t+o-M01Jp6`ST)Czv3AJh2eP#`2RlRq
znU*(n=mcGem$*!f{bhH+9d+FOR|Mg^7+(3DY`TB0ZO(r5P5T`W%)S&JEBmf^7aic1
z1tViWTwuNd(+4)jWK(_y3!jW80$V`!JYLw>9uD!|S|dyw>tqnTpCJNfBK4@TMG~v9
z<QIjxi|5Fp@NQ0R4V+326xTh)Buhpwib{y1J@rwU#^5IuRdZQjeo4aY&bx8kB0uXK
z;%3aIi9bgMfCe&VGrz|UJGXBpjU1Z)mbE%PjARiO$t`R0=M~)fQ;+!H0kY=2h6A^G
za1>-uNF`z_f&u^_d~yWe;7(lU3p!n?9uElq=pWFkLeO;0!TaZSH-JS+B6mj|OF-IT
z4mVr3mFhDk$F%*?8_-j2goXp~2VimQ6<j&2+Wse?wf2O=ZoDh&94QV2*$??{Lss*7
z>SN;lVx)2qNwtSj5%iHklriSf0X$Hrx(zL{9-+f?H(Rs*HDd}zpNn^IdbCtJ>`DDZ
zUh<tH7=dVv2B|$LA||s6`20=Z91^wQJ6ufdL=c4gy3_4-3#7c{NMc!dxw}D98pK$O
z)EnW)yEjQ_Xq7|wgl$WBOcYG2TK^u+be(!}g(_9c7Cf<x+M)GXaj(#AHN)xq)p79x
z^FC2aq#wRd+=mD+cME>&A47Z#Uok~!_*+%AYP6_*os3Evv>mnPW#~J_ceRQY@XK|L
zDf$%1x{<8^pgPRwg$b0&?O%`PQ`Mebow3I%lbu#$;*ukbBwkJ#5`J8`IE%U%LJnb0
z)sg>o*>JJKM%-YI>+k_7=PSZeFs&0`ww%oz#zF!h4#1|Hz7Acysu`U?=q3lK-jd#*
z_M1>y;5%w1t9O`rQCmL~SAJy%_%VhZ=^~J21u-@u1p|6swiyiMX7yS++y~ugRqEp{
zFd{4n7;C{BCt!N;4~9rLYS>Z3<S(gvaOIQ%U{eu0Qao>7s;3F1q2Xrer^oc0A<cs`
zf15>KMAK<*6i};du+5!Rk*khEb5XaUL<r~6A^3;O8nhbI*~0C)I943oe0kgG=J**o
zKecTlJ~<&M&*Lf=n$Tr}y_a=4R@U!h{*bBwQ!NamSHB2Xxaez&pCo4|Kq2{$*xffu
z@0Gi-2@2KRhnN6zuZoD+F33xjzI9yT=cscJDe!daw3ko@;#%d@;^MzA4dOCaPydO6
zqr`A}lCc^5jKT@u8nNxn)ggI#L>K`~*2VumX#xLZ$Lj-_@k5tDfPFykuTnP)htxh(
z4&?d+!)?*VjYEe3tQO~&QGVZKZUD*|uyW?toZ^31@UnonkJ?Bu;x*Fs=7C=aa(j$v
z+O}aAH?VI<9C)wkb7#VtiGa+&zsuO*@MqeiAb+|hBWpTo(N{wH#hCmlyx_e0dzNz^
zNls)uwOal^mny$pWQ4v4i{Yh#W3Q(|CP<y#$v>eBqyUqt`va~@kLdV)jdG2+f;fhL
zaTEUC_0MHikIJ?Eh|J#!$sDOe0o02KEKiI-|0Cn81UTj+tAP6j?u{u}U5saMbaZ3!
z4Otk$k0cJ1ZER^tPJEMdFS&^JAy&2hfp3iiQF64rv4T$^1TcqOTRSfcvcuy$v%e@)
zPN1;EVvE&e1Mng4vzlpc6#ssghP*nH6&9#%yfwlKGqX+U34zrh2T58rej2dz^dkI!
zQTgOWa&W!smUN#9ixKwf>WUQ}AXEb>0sOxSd@xDiG7Sf{Zopi8tNtJZR`1XS-Gdep
zl8=Sb)u;lEGK5^h2l1u6U|dG>g98S;&5pK~Y&FO+SUCS!S|uZ7XVX=<V|>Q_yQ*pW
zF;Q3$_;$NZoTw*xBJ4L_qWW)m5DOdven@bDWcxxid)jhwo3O$({%A44Dv+>pKGjk@
z!8(*-L9y@)Ea#f1#|t(wT9@UQQH?JmrGYcb@jn=J*8y^AS$;xgnZ*aY`vgr8#Q&Ib
zHh6lO$T$mD{$0s5+;op5C#MYDqNedm|2D(||L{pK&X6|uG(aw*3N&Y{ybPD%99_gU
zkoA`YXpE;L#b(S-zJ0eO-J<Z~^3EuGP~pL>g4u)JDgE~+Bk^t|+B7FS4P(HBGUz&o
zK%s-Ux_s|D8+%~pbq6Xnyn)^Z=O53%glD*3N{44qrCZN@$qdK(8QA#T*=8DeYl5|<
zR?kPp6KjOkXkH-Rd)vwAn;52se;%C5)P~A0ouNP;OYik}CN_<S9|56NJ_iOoD6#8d
zbGDTe+O(H2MS-PIWBxXJv#b`!WTaC<h^bhEHXed9;gdAn_I=hLP-o<H$9O}OLWq^<
zKykblQ*>jol4~~Xivy*KI2}qVYgWNsM#s-vLCG&eq8|jyfTf8#yV5bI6Z)ia?=HbH
zw*HJG?M_ydRNhy<0lq=90ho8!jvf>MEmVE8LJL!vorXfGVs~GwAgRCawKR^y-+wU0
z`mL=DW_SkEmvt5m%^ix_ewl@e(=;4-WbZx4VEdw|ZM7i*lfgt~-SH9w|4Q|Mjt$>7
zHI`lf(2SA0O3Uq}#YbSN+SV(zoD&$C6=pl5;9_jfwMOm_a}M88#()&Z4R)#fLfo#_
zy%vED4MLA8+dREN(*1Im`G;dws=?1#ZhHd_j{b&4)g6&P0gROT^dEtwWc@?OPFq5k
zN4Bi*2dk8M8S@_prEl6X>$GZp+bXpc(3^pbJA7x$`RL#w=8tcp#f?_##38V^_>7w{
zbFJ3r3~e>g3`8Y<2WZ_C<`H)y6>x1goZ_EznxQ=|u+AV&gh2WmO%nvMi>HZnYWwoA
z5qd91ul^S6W{Qp0l<?cCSkI+dfmQ)UDq>u(NR_JZxVl%*ghU6j?nK)8dsNFi46Q$|
z4rT3f{~6jETp(|nLSe|f*=3HPGYDabT!>WN%&e@Mba0!zCS56$l9`1~!0Q;7#+?AE
zDh#s;=p*C#dQmKyPc-rQ2;jcn7!CSHvbrWOl5{YJ`ZG*C7{b<T0pYaC@GQR{DhG0|
zsr$a6v!!Mio4pL5%l0uVR|`z%M6&qY{JlFjKb|EabR&h2XWe-qOh6g6JdzDU?cL84
zPz59Mo~)kaBK14CL(bI*MDfh+&s@nZe8{fsNQD4UZxs3n6UJd+%zbnAEz3kpXAE28
zKqzuD#<DJR9L0f;M;pDF9VJ!4ZFAF;x)#u&5!)eT$<v`x;Tb?t-EA5z-y;8g$Ukf&
z$s_(s*<yV%CwVmz_!4dbxqRasM0Q!Z0^Oykfr;{6pb}NQ$7sNyqz%*p7$Lqe`3#{H
zIScB&kD;s<-}H*RP3GRx-2eRAyR0JAs|75(hv9Ui7RPWp;WE0u`!Xj5kY75v#icR%
z$6_Q(PcRQD)%{y~RRh+59PmBva<WNx-YG9YcnF;s*o6u}5iWfVX7I>Imww^{^wr*f
zrQh;=+jDW{0Bz0^GeJN4&gdbI-t2v?6u!93yHL@xpAPQ;X`0>|aBk}^$s}`V6xQn)
z+>)1t2P&mL%0>uCm3`X9UFH4+PO1|Nq=NvJAo4#{wB09{%bKkJRc#w%b5k1KDNQNh
zR%hFqn>Vgto-<RpVjEo_^ZZDKfdyCz;f+a$SOEfV;nzG;3+@qDR*gy2U1V}uId^*6
zdWaKoT<ycX;F@SD`{~mcWx@V4w<I+C;Fgw<2JOmK^Ed{d4D+Q!t2_h}{?_J165N!#
zkQe_j(6&&6j)XSAJ@V@3DPpoV+&nDp8vS@_WpI|od|gmDc6YdG`pH#@l4fF@B^sM%
zdj3B~u_Ll@qB&S*4anj4ttoc~v<~w0c*AVT6{DPF4lb=?Qf-^~`Umjd=TSfCEhGSY
z@A^#X443qEAVD3@B(gD+7OwN3--yBw3L`_7rNOD{k#5fnfpEHT4H16Y`#Tr6+7XkC
zh_9`-tGjep&M(I=xxVNX(!r$dA3gfe$anckxo<)anfDWuO&EG>wGV$sbNRqr1bIU#
zVjLOFf4hA@VoM$Bqj_kkkDm&}&as;FvhRRrte_b}uZ=-9zqWZz!hGjQ>CeQ`6UF^d
zs=K)ps?BYLT!j)s9r)$cAKv(kV^qGC*l2>A?nfn>0I~!$G7&M_`TNaOm1W@oiRN+m
zPQ|K{o`E9acAuAb#V&s`LnOrB;NX`Rx=Zi?E0ny?o4b6=CKi|p1Cnb2jHcWSawKC<
z_9T7hXrEAB#~Z(OhbkXu6_azPoS{ahtbp!ao}cMP=xC2BGt^MO(px(!K-B|-l8|QZ
znDLOOa*Urvyq>*|o>VagHoyc$bUHdt^GDCxK*U}ozA~e>eKH!E%>pCjGW)K23@J{T
zbdWd7V#8eh8R5b8*sJ=3SH%Y{ni2JT!D<WnTw+WeTq(FYcmIx%tIE$WdM`8eM}oHF
z0pXjkxZ=dc2b)Ey&vAvvim7#BIMt3-0C7XVv&JPcBtu**vD1t-0sPurwjv>xNtZE{
zF_0K{p}JrXv0#)Irl>3CMF}{9NtIGkdM?V;5F={^T&YcUj#@QY141{zSh;6U@{)3I
z-i`@;f+Bvt1q_?>?x*g}tV;aOQxt=P@0wj~tv|56&=6&FFJ>?-(GrKmcR$M9mhk!q
z13J&^Q(sQj*WK0edDP_=u_VManmleTy5oIm$?@894wuy7#R~I^pt#|9rTF327I7v3
zc;fbHG01XhQttGDs>?sqt6jW5f<l_{Im-aOswONsEZ<LtG-c*@?yLMW?QplG%ICdK
z^|D&d5+PP|DEd(6r_U|-kQ3zQHw{r%@RJ2jLCV_ta(spv7C9M`!qP9(!6m9ZtLu<z
zJK8ezQ}>!}rHqsXgz&~i0wTyLC-zaq{~^om*yiTK`Xcd904FHo{Z-<y{rvhEbb^`b
zmzT0L-K)b(g48{WphZ2$xH%w~H};b9In~~4Rlh&dmSNZh)NbDU%lHy<6`6@v^b05<
zHAHnKo2(aeo*t%A0X`9(9pUBcBz|TJl1#eXW}M;VlQ)x#QfJ$nWLsPfi$)BYzw26n
z$^6{;Ug^c}++z>KgADBA8j>FY>I42iCilR7L=<ng%RBZRSOH+5>FO{!N$zUzec=hQ
zuT7HjCDh9+mm>VW0Bp}AXyVJ}fgw(7^jHf-bIZcc*1L)5Z3l7pP|%lAaaU#Xozj?8
zxL{yFDZ9cZb@oJct6s?fq!=^t1NeHBi};>tgZ~E5RH!+sL9SBi)+K15N4#7jk`b%M
z@##E3bJ@XtUDXl@3C@V6`ycC;XQ$+MX-yA>beaL?3<kbF1`VwJivo8~>}c@3N^>BA
zxoLMbpiI9e{l||}fhf12Ov%SCZt(da(F=!~)p?tzZ_&Xj^KeQNVk8eeR|*IXlMex?
zgn^a;3_EGim=-I^)g8j0e$u#>QESp*NaCm@Snq(;b^q0hdjA2m1T}mv4TLfCDs_)W
z1`w^%AZ1%4r!mhSk7gx9cZo~lLaq3LkD(e10ZT`8fpXoM=f0jb*tzZurX}YZ3{CH0
ziKw^+PrJw6A1h*ucrxYaphT%E*0L*aQgXjw!M^lui`h$ir5!Pq9ABAD^ShCc{aS#*
zNIoZv-V4~<xU-nEv+f<*wfe4e1&%32j2Xs2Ay3FVbPs$9b1x{V4zQp~I$>wwaUNE9
zaESGhWCh1T3353E4OhVnR&vQ7OficwkVS8s)PHUw8%n6JJOgO7PN2$lP%Qzz?+xJY
zCjjb4OTQ|4kk6@7hd{T)q=4R??o6SRG>z|jvdN2Yz7_K<O?NDd|G92%x;1Ww7NwjQ
z-vG)O{V`M?PbbfX+@pjaTxWp8>J)OiX$?iGbjeW5x9`iRDqws>!w#q);CCM7Wc?;H
z5X%XWL0;I;8UA>cO_!DlD#OdQ)X)4A%^^TeszXgx35b2rz&7N7;$AV&kJW+?Ran!d
zic78L7n=w4R@0`bdzYB7&6nLnjnitTlC>XDI%K5CBU4LoL$ur_!)wnfTV53~297OW
zOxZc<&I}&+8rM(*g6=@c*7Ek^E9p>CMIj#P1}AGl{t}4S^jY=0rL+b<$=W7dJB}n$
zEO+8B&p;+W=igHeXcw0z-D(_sNY8PUpf_PnbfNXi(=vS^Pm)%Mfseg$g^jc|Aqm2f
zY*`o6cAq^x@+pd{4y1n%Iym%^GJrdFjj@jGRRC!Cl?(0b?qh^USPVed9C?E%FrMXC
zG`=k&5mKyXpdv#bhynm-FeD%@uD$B)Tb?r4_U48WlO`;dd(t~}A{y|TYtj+vzjcdk
zHn%mkE1pRqsLh`-=*BL%+r91F!Ob`)oAF{v9cscI=T_xb<n(%L%Z*8Bp!N{ObmaPH
zk*j(VLbk`V_z4I6@32;>o+l2!#c~W1)6Z1vSKxemiB@{EEp*U4=AaqV{92<gw#%K<
zoIn{xh;I+*34pXG#MMwWbvvV-Om^;KZYPbz6(ME6jKT;5M2JkM-CH93-d^exkSRM9
zSTN@&iN~N&QY1J}+HmfBQv;{UAy2y9jrfiCq8;%(fr`wBL~NkfMsFBu9))<tYnScK
z%n-+gLHJZG6Ck227qY-ye$aNIXrKSrG)54v+u4Xo7uplxVL^+O6vZvOjH1Lj*I=bS
zuQ$Bc&A0+=+@r%M3F<!-5*qfmG;fHK$>TEyve!R<s2O0^UC=g}7-6no?vt*mnS3c7
zl1@7AwWkg;EpgPk%P7D$lS|QJ>uQM>td`6j3{fvPi6^H3BXJr8=$ZAg0MAU>Vi{$M
z2=&qzMci~x$i^jZiaWL+)iIPeZU=oIA$`5FCQ|7E2P88S-ZPDC+Y+ZXZbrMniaG9(
z#NoVBIG1-jr@KPS4DSv9a}F9qANfg+G+A|kqx`%-1SjS0sZ7M#p_oUOrDs7xw_U>)
zt@OYNsvT;CoYkCW1dQg~5s=C~zuOw{bJW&^h2zp33W0k(iw}rtq&~HO8LBYcoc97M
zJr@E))zTdVz`P3nLmJ~C4lqA;t1{xa?hvZM_5)E$GbYd`(&Rpnku@={NI^Y9t4v#f
z`Y|Xak+?C6xl6xEL-kvx=BN~xOv^YY$m<zJU*dv1bTT68?~7d<D=YI~UxVj{20p(h
z$^kxITGn0qm8q`oc>F}Qw7jg@#$P+_0?+cEWbw}^4sT|ujY=G|a*+sk7BIqj&RMR&
z**rK%EYt2`1i-VWRc{b0l#`W({$-sRKo~=&g+KolPFj3`qW<s}1iXk!qfuR~rq#eU
zu`8_Z?kdRrOQpF<Vd*9|6~tOYq68F!(^6P%t;Z#a4KT3VWioCkm1$J%7uZsz-UCJ#
zg2D<TD(lQco3`0Diw%z*WQ0XhP=$f25>`gg)a39|?o4IU+7-xgqi{o->k`x;RrA*7
zEE=;89(OJo)xmTRM1b*$g^(!NxhHoI7qRt`2bgU=LR?Co<7U`5W3p(VBvNtoSp0xt
z=3}T%7>>-EFEjUa7_-AlxEzq}Z-CK7!SyqytMW-w!4vYv#zWn>*!+?~oTmuzWf#=^
z5N=K4eKF~L-s6VOrQr@#*IAGSS@N+D>_JV&r1GQ2r`^BSI`_>t@aGjjb~fMS?nis+
z^8Nwm81Z9&r`8=sNladSyQA<m>1Q2EbrmqWmdCS#JQIgj*6Wp<>O*O)zM&q)^A5Jz
z=Vp;HPh|^TC>698jOSp;+HaeVRH7GMc;FX7#KAdbj7s|APV~h6!@Rg8e|J-PBgVd?
zMZ2=4Uc_A*ZW<W#2fxJ4AJX_CZ2Z+tRZjhuc`l>yaS)<<K&{e)Fzk?(3c4er!MN8M
zyIl#lBp^gW6JXcKSHb0huqV!^GjkW+mph$iQLuG1@Nur4yHNzkw_~PNO9!CL&o78A
zaxd_|N@qwk<=~@7tKy=SQtRlg*1#mq`=|b=f-E!bMnORf`<ZSiw(vUL34wNo?!%X^
zHYSGclZ<b64+V+AIEOBaWM{Pp69P=#EyuFo*Acvfn_L*h0P)t6gU|5VC2j{5M7uUb
zh<6*3)!RhLmUGtFatHV7gc7(e=*%SY)*c1Ig+K(Sof$2BdDI}J<{#vi^j8GVhlg7<
zbGQFtPv|$w)i+6GM_WF27_`BfIuWSQy)*?P&~0!-+3qG1UN}!*da_BzTyw{KGso+<
zdG!@YBXPWo+C)HR?OBb$q%ld=bHukf;k^#Dp*Vi-MgWSP9FIZ15FtK8oHT90QVzHK
zt~xPL5AY#>qYecB-3wzj49nb(Rzqa^;X%7_m8+(jy&6D?C0-PsyCE51h*JqL_RCjW
z=Ux~5a<2_=2J1ecWyTby#D)SDUqD$!)aKcGrg7n0j7GdIiIh7hWeax<Pg=LX0!>ch
zckW%SQ)IE=z)2Xep5SlL#3e36znTfwk@PkRHO1Bvo5SSu`l=M5ljxlOpwq;JVkL`Q
zvFS-m46WA>sS%XKRzAl+1=Nc~dDHSLzvmcOSr2^61ALS85!i67ahBynN?Bs9pTBBk
zg~}PSG)GKgAffIQt@k1vQY9)XQPmHO18NdZVdD?MC7RXg2RfAPLF{5(<kCoEdmzKk
zEh_IoNb&oa9A#GKE!rSev7*A3;G9hyuRt$eM_QQ#P{=MaDHW@hu*2T#jowY6x1O}V
zLz&~tgv?>Y5G+|;+hqyDh5Qc^JKx$kzh3Co#0IiDeGsF&ia-6MX2yl~8!!4!U<rW$
zOq>5)0Bi0!p0#+h_E)c?`Uajw$H50V;60(97D;_8Uae9`R+_;&gM{BF!^tWgt6GN`
zH|oDeblR<`+Z+b0zX!(1GZEXo*tM=jdkgul8KN)6Pv70L<lZ#KIWe4E&SbJ4jYZAp
zA+{4VK9GSz0~0mwWrs<wPD}_og+g6v*%QB>)bu#@kpy(*ZtwShDsC{PTlkkOa{eJy
zTmNyBYx1?pI`fZd@N4eDSZ!FhVF5DQ^WzR8+nH-2=vM9rwd4q9*vO>n2STiEq5<g<
z&cHB-{gao!K87cPu~(S=ubF%(89E{r%~2S>{c1H|V%86BQfcg^f)MJ9@(~9-3Jr50
z3eT)DmRU2?FvE>WNAGqT)tod>NBv}NB20`QH<75*p0b7ta+x7@<Kr$aIDXhmM{D<^
zz7o%zzkNs4;?`o3;;R8y(MA*;-wue5Owx0^qaV+oH}*cVXPB^lp*8vC%|PXPOCw@j
zQ2pC`t*0dS&stw-8UBUCqR7yMcROVJO1kMTY$*K>8pv+)=6Sd}G^j1#+v)+wxU*!O
zs;7?=j}<e}>Y7^Z@%nKpDDZI@iz6mxLF~2aqIk-5+XLefm9X(Tm1u68`Qn4*uQMN#
ziN`&b#}1}I6#PJ9UIQuc@SR4?+QI16qse>&bY&tkO!Z8f4nsIjLEfY9)SbT{=-U(!
z5n}pyFnxeM@PB_;vu-Xci2uJws79%ttvEzcnI)TPv<YOchc6T^yaIYe{iQ+p=U>>f
zg5U?FFj5$e$km4OiE#hKSH539P_K@=r?zc_EKi)fF6Ozr$D^zXXMFirgSkZ|!|!{N
zN{gKk@)BSNllf7v?U+ID&kN|-5b+ddql$5`B<(&)*p8$J_ka7aXSyYgtx#It^cNfa
z_{@3kAz7%72l(F_cT{iGv+YkOe2^}%DsX!zl2e~M6a7VFXYuzyJAeBZ51fN}*N5(n
zLGT+cL0^&g*~S9GNE?SY@ArnjZ|x1J>I!~_qQ?<^{qW;AiUY@7<IY|1yqATpN?f~#
zacpgY0o9v{X9H?NIs-QvVmBgD7t={XLRWS$4Ev72;q)7T#|u8da}aV>e>^sND2R4Z
zAF1PP$bh0haARhAj#9H8pq%y-iHi>wfDp7|kk$krsr~pV7#0Mq|8#dA?&ePOAcNh|
zDaS5K?&LZ@6Fp{$)Duv~=DZ%O-Hu#3-FuNGhE4XR+xwaGm!<L_may>N3UU1$hOH`3
zj=z6s3|BZIAM!0^KGlG~^p>JX5&+Gs$Hh_3ueZI^##6wl$j<yRyZ8W!y0gJzAF-_s
zkMfA)8)o``dn;13JospQNs90+_s_44t;kiu^fvGom*M?S6e(!TGxb_2H-6%N8=RbT
z?C61llUe>=+(1r0ldk6HHqt*@iMC|oY$)}Fc)K6SvyEPN57}F<617JQ(|6b@z!!w3
zD~Lkwt+5A#ab%wrlqyJu=t3;7vjV+7&7IWw5=QlOy!Jv5o{n1}T2Ute=kSRer$5AY
z(vF1~Y)l8$_!8y5Db3N`+S>`{6wiU8_uPca)&|#tFUm_5x@G=zp&t7@^ck~TnqP9A
z;m$Q!Qo<H@^mlxulw%HE(sLquOnyBNBErBXv0;WG3RU&24%EgI-5mDHuHje}W1MPn
zK)Myj4I#^$fPg7Yq4qH6T%Gvq%exo*Dd#>iog{`XIRS5Q9LJ+ktyK+^<Fd2Xb@bvH
z2&?PF5&e3ro3wYb##Z_}^*!Tq>qUMW<&brz0Z)1I7kNQ)5?A-`y{s%610HLuwOMJK
zR~8jV>j)3-M=v39V~;P^5NeeF&mZh%)av_!%jErl*&8D0v4_I($QB0D$?I3G@%eYn
zn1slAS8@5}%M8oTo;)qd?>tcnb@C9BOA*MvE<CEWBCz-vVH^*adJ-scD(2u<E|0mj
zaPJ$1;;ER?=}yVIMKAf?{y7i)@oC8v8z~3<`GF~+mJ`h{&Qe-|cdeNGKABW#WWNVl
zLqnO!ThRJ514uS$!zdXTXdgC$zYQh{9E)XO+1m^?L-P7_+@uvId%O&KULVU+>g1Il
z=6gqLY&5>@M+?u;;LRoU!Q_GTyq6nHb6-hFTzhA_hB5gv_4QkG-|za;q^H_$df3YG
zpvFIrT@Ofpx-&#lYc??s`C{1V`ZlI0$~r2gc%KX8G0fAx*Xq1>LH|uQV~eyKEhddV
zT8CC<RtJ4=X<g7nl%pfYzt{@q;yO8<oqfhaZl`7^gMNT%KWx{M7qTaAP0XVEN-tLw
zAG6dhm~(Dj&nX{w8p(IDImoueQ8PDQt3JTSRHIJ~#5ejwfq}SCjd83aS;Cq&pyHbz
zALK9C+wPsT{+k$;BwdX-<<0od2==B0S_5B;F!Rqn7nQ8Uu4<2i9ZMWEP3mHdHPUQM
z>+P6N1_tRq>gu2pX2vzyR>>Uy{fKxV*u7vh75=wvt86dq^M?gmJdHRyq;ttBb~^fQ
zyF<*c14LCr5;eL(6rK$=<w3v&-Eu1k1KAGq_I~q7vxK`RgU|LBSY(xsc||V_6{0-U
zIEhA<aB>?(_(b2(liP(biXAG*yj9S}9U|D?0o&2Oweak>kq3(dL{-Z+tAf~<2Nmi3
z<?*40wzj4n&k0#bh~o<r7`I-K+(?LK@4peGXgA@h*A>&LI#Mkl9{aiQu|H<rSn9;x
zx0u_GZxU6zOn>dI>w8+mn)l9oO!8_WArwL6rv6D(MoKA*6>a-==x-a%Dh!$GMri#V
z=Oe_x76mVR8TNalPN4mhI8LP%T(j|XW@#BJf4rCWe@j!EI|w<f7O;;^PNRu*+8W7*
zNskazu$jI(2kq>lzq4OipM7h{a;wTh{!z_GOskR`ozK!;pIIn&*;w`}va?s<nee6M
z=R^F&H_~nTWb4b<Aj_JSE6YX=6FKO^+5Tbm^j<}7C5Gp*Zz7>K&(oo~N8ART%cfP_
zz1hN&I0*m#J-^Gub0EfE@~8d6%5t>UDm?PTF~|;`D?YdA#Kll^by~4St=1#e_J=BG
z!DRDR55NC-f-s)m^hnF+-_d=nZrX^JGSyy<s8)nRI*Y@pGZ~%j5!Dfd6I>husaq34
zJBVjd_NG=^6bF@wW7X_Csq`yhHf_3sm0|1!S~HlcH$8#^X#`U=5tp-e4h5`&Mf+*A
znf3YXXLI>yW?QACzbf~f{+7AYuSl=ghcNYrX!q9}DKGGb`=o&qDrG|WFMrCZHkv%<
zj^_{yQQ)&`yEy(L)f%+3h>}oxXQ$-Pm&W(|NB;zNHvVXJ6P8Y`#ZNAIeov*^A2)VP
zYt!3eo`r|qcHeT#^a$qLn6%x=*=*$Mh}5asNI9<Mw06mVx_RDFJ@31fzGKGwi>;*<
ztQYI}nSM!Y(5KXa|J9{xG-)p=vvyLje6JW`ga;a5j`TJ_g(?d#N|zm@_%01ECZR9T
zQz!wpvHXyh^8ZD;|3<)w>rao*qW8X^{J)xH^Kt+04#?cp|MW2a-yM*7|K~AswhnHV
zAE`Oy98BFTWh~8|EiBPER4kpWfiA^dZ@4)BM;l^=$XNi<$@y>soS7c;s7i1*{))YQ
z6=~61Bm?4%2uI0-9v=o>4O>~8K8jj49+l@@alZ2kl6fcMIKNlZ!7P67;_taC?t67H
zHgXd0vmze&u)e#Mj4f&{)uSF4y-^W&z1q`RcPzb=9u+u^WJG0h$)WvwCf5-AeFd=H
zZoC=SR{dgtYl-YAeKX(0$o+(H6*Gy+KG?_sX{>Noj&07}U62*=oWW^z14f=2Bv^F6
z?vjwDh*=R35hp}(x4vUqmWKb!hPgiU<@7Gj@;V(`>=wI$mLz+%ORj=Hd1{t7yUN?e
zkjs^c<v6rC_xkyxU3ZlHCPzt2jD7<W!Wv|nv~`?I#9@)I8aA(Q>G%{bdz~w&g!0l(
zbZT0E5}gos77UfJx8IYOJuXfwopJEJ-gzic##`#HdzJ|y9hCahVX_ZSo4?;L49@;Z
z_51sA;d=PV2_aq`4RWuy=BeG!c0_j0oNN6L#cqL!;xcfT^nfAo2zH$Kc&o|n!NfK$
z*(dqW*80K8U9<&D(Co(C!daf`3Vp}AUtd9@iblJUrT3H4c>Y3+(zWeZQT>mh+#orG
zO%xx?K)09SvVl`TLAc0hIVSLg|My-;d`p0e9L%%7C@a?~Fg7Zh#peP?y^&uos5mtY
zfI{E8nWLKU8oG<FfK9c1EtU!pQYgWw&qtPbbbknh4mm%d_b7D9IdQFGD5I8V!_xH}
z6MS6wS=nZy&}}e+NU+J<nxbE!W01>zSFI4^$7jMws2>I?aS#Vw{=KYF813=SlT^vj
zq=l*@+2%GgH>o7PGl|bfGM7PleiIpMG;C`_q}-d;NLflnUEZ}gE69sJywLxXnhigU
zECO3aArXr`PoybT7GZg*Z&xyxaPqmi(r4~>@fKpA9>E`Ydo`A(RS=$2B$59`e5GLZ
z;-d7R{F$TJR}n7vaAh~d(1;@W&x~@bI?6})b;Vj2*wSN5+`H?Vh5?b~5py$}so{hw
z-#^B@Un;-k4$TjN=E<Z-mIR?v>z0>nk$+PiU8c)V<zzd>aY-&Ec1-3RSVrQoNt4;z
zU{yVP=7QE$<1Tr)ViuFiWTDJ;TrkUfhRT-r!ejh|EAfr)>%Y6Ms(zUD#92Z4r1HG9
z{;xN3@N5mIRSX<iML%Hwd|8(|K3`3bBQZ*(5@tO30{iWcZrQg|aR^?O$uZl8L;3jo
z;_;!{q!OfmS!I|z?Cz1SS2vPg%PQO4=h^97?|dd+OLoY2&(D4{jXeoAjf?q46dx(O
zPO&c{f98Jq+Sy(db<gcXOzSfxf!*J^8*E-arwv8;1r9~$#C-WD_@eHQEexmyf8Wf#
z9336Ld5_&!Q1M)jh!!lh`c_uUf27DGF7ghw`FeC;S%O5PINom;7UCBFMns-`yYGYQ
zbsjrkxZ3BmCd&5G1ko|U5U~`FUhk;$Bw6Bth5}a_(bQov2vzUsbCQY@T|J2Fhq`J#
z@-JF`NTiyA+Yw*u%KO~n6~pFeY)>~EI8bGP2D>~69h)p@xCKk1mb$9`kzVPBGR>AM
zeGNu;T2@X<Op?<A<BO+amUHPZ=E;B5rmj0?beVzk>yb`%E-jZTvqmyJR3^>Q`xd`N
zm<hi;qkw#f^=hs5qJ{Q<Z~aQ`z$Q>ni2~a=f_inO*rVVZJ5MvAHZ^w!!z!s<{Pb&@
z6}<*Orz?xSyM-c5$_j5SC7q~7!#;jAJ$4Y5udD&;?4QSz#EbOu9~u;$J^6e_hcKDK
zTwY9#E~1(8{vYbzGOCVc>-)vs-Q7LF!rdjfJHg%EEd+OW32wnP5Zv8@ySqcMyV!f5
z^PK07Gv4uz`|Ym&uxhnbcURZ1{<CJUS=DMc!|+J~0XP69W{G|`yYZKTIEaNoM*ZIl
zw#xMHbETr5hfI;rN!765)=AJ{!}syA{IF$|dn(CS8|cbIX)8yydJg;guqNfD%fbN9
z?&#Z@!_l&P=??`<Dem%SvO~DmaM5Hg3nKb4Vm+!tM@8Dy=WFcUj?=6>q<5AiF`2Jf
zS~2S!(oeOJ)zTWY&#C0wm}5Bk6F8hz@>7+~o)kMCYOkVAS}INH%^F7N)=44kfuHwo
zPdT@4ogxS3N5O|Cn5er^j<WN-Ipj~rmd({*dKy9<Rfyc`9mDPiyl$H?X}Xt0$#*EY
z&q9&^$oXi=D0oEA^e4%oB@z=nyBG4ZXvX5$g-C~>r1g0+L`5-V>KEM9MwQyLiaFD@
z)MO!vN(nzceNU4)W+5krMkW|3;p8kHmc~&S{`$FqIb#8RnHElJ%MkMXgu<Dr-A)d`
z&7=%kq6rFdV)CmSdtTu8g3+(S#8l(RS;v$mcAfs$z(xE5!|TV2=fvH3$+4F;m&NU@
z@b~_i-K*bO>pGKy1;;GY90L!*w{5`(nn>S@SC7r>?@Uv$Gdu$mp8`4MMW4>CDd)i^
zB%7-&78}4haK3fA)34M=@EZB*9_PK>T1TDDmwUte=XQAATn}%6A%I+j_7eX$31;W|
zPk9w}vUd=%_aM<>0j_0dWg!7@1N7jS6~8!{+PRQ?0<KhsV^(o-ay54Odz~{08vu@3
z&eX*6%YQje+0@zI)yde@nFNlH4~|*X-p1ZZ#o>#wDG59G-+5^&7+IMbyO8{42>|n!
zum_$8@Xv`9o$QTOOkGHHm=(n&NSLK<znGhf{_`zO!mMiQ;iC5;_`r<qT!0toOak~Y
z7J%8PdODbr0599z^kciJor%4X6$u=G6S(!S)W_8*1FwPg<L-g`D+5?aSU<LYq`67{
zl>!zH>pvH&%t`Wh>Ob@QUuE}yG)>sJ*+2a++hkQkCsI!q)o)|dUz52<d;9$Mm2B`A
zceo@*k{FZ^44ETqqL`UemI>J-=S#o(Mg_BV=HWFT7t5)dZ&`VDP22GaHM73Ik8bDF
z{_sW4>;98SYKcOZ_uDBoGCXBeu++)m-D@~gSLl0l$+twxp7*b?FTTEAKJKnw*U<GW
z5~aG;b_$oWWkz2z7<Hu!9t*w)TQ=#g<?2^4b4X-OWmOS3*OLs$G_Tv3OHiZ+RpmCZ
zQAfc&b}SLZ_uw}9{iXrc%c!_><dr3BbT~O-)f-&5&ybSAHSjOhnL0PUp=J+))dZ1e
zGrRNBc@di3z~<b*K9icxtn=o1ZTg&g6L2l4_sSs=8Jj=zLxx#~rob{{F1JwNVC?;b
zI^;pJfhy_=Rd9OgO@pdsm$o7;pn~MLQ_4h0=HosDn}$EXBlz%es&mV4mOoZ|YLUM&
ziu|5ys^yuta^Oc!$#5w}m>%?<wAv!k+}os@WG>|Wbp?F1veQgD!^)T$;uExU|4iR)
z&W$oFo?uC4F+~(fM?{l>RbyaZCRWeQQ-v?g(UcOIL#FDl+%e;Si-XNy;BC1{V#9%l
z1V)M@K7wKY<`IVMqrV_^jZ5t|c$E1?Q0R)D6m;S1`ek|8DB<{y=Qwo+n_0BdNLf^z
z?uPi}r9=*eu`&)g@MQlia{u#+RVUG|b9!eP-3ieyw7RDmhK%MF6mIo8pStt>Q0D0V
zR8IL}?w6@HBgyV)LgW4wn5GmVY!$1Y8#tu}+C{T4#g}d_F<oD+dvP034sIxQqodmP
za6!6GnjSg9b`L6)cGppiy3mel#zEXHqU#p-L-WG*qex{+WV=U;Jh&`vv24XVN<V95
z6t&aPo)qk2V{MII(CX3@4&a-XF*8A3r%RUTSB>SSJ5`Mx=RJuuel3<fA*spTnxPpW
z{8ohGInt`>e?Fav0w7LgQ$dhFHB8lj%y4--T(q=ELP99A{LYK3p}t_rUYt?zKzRpA
zvJ?&-+{f02IJD7?-f||UDOG0z=h6a6SC+8q!I;EVhB?PD*#dzb8Z0h2z^CJsEiXkX
zByjlq3LL9<W+2)?WWgyveCsXII?vF`w@p}(fx%>AiDXvV+D|yVBu)E!i7V+%P#=Xt
zx_MsIgOT=0qJkq*orz^l>gLRT{~V%`Ha^;ed0cA}4jqn$kj&C`XD!l%7uVzU)xHaS
z&b@5>r#w@$TAu0`)}V^R?SWF!jTtA<u&tQlw`+pxp8<A-WQ@1&oR_i^m2SG*3Jsfh
zGjlwmxT?wu;$II6++E*l&;LkjmPgBBQgrtqG{dCQU{P>^U#~^N;FyJo42jhmcBgL!
zd%)t^=(5&A!#9DkzoAHRQ8b>ic(#58+r@~nix3EgiY@R~!Dev11rXgqCDC4bKnl)1
z4MvL&yG@YVa1{!)@rZMZ8`NXrCyJNHJ#KuWHw<$~R$}2Xf^0$@$)H(aSJFlx8^N1M
z64pZR2TtNXEZh+Xh<1ccHqHS=C->G#z=LtGn2cYH%Gqt+Nq;E?&<ge(yt;+z%Q1c*
zG51KMvj#la66X|5#jgIbQ<2#TQOsva2?+~igpKdXK^N&S@RAY%v89eN7=bAwoCqUX
zz;IAUAe(?`!Qmng(p33{%O94?3Won}<7d<_^_USDk{GeK1Kg`W8_YwVLB~UD1KiAO
zo=~|)Z@8S_6qJ;DU?WL5NZ}m0j39csLt0`7*VCyKO?EOWr)y9Fb!F|?-k#M*e})Wa
z^F=gp5Q_my=9-B~#Uhy0E<2KRC9kTpJ8}4mf)Gx@6RT3zb@&Z*(apxk5*>ZP_$?Mj
zoJnO@4>jxQ_>OW;y*1tU+iUoncIOlWnQ(o{SO+ZHJ086_E`$S&polwd0SzF`TW<)T
zP0UcmMkvg}veU4j^?Rx|#%<Qm#7E?`<e@(?O5F9~os`}$eU0vI$2blzyMtg9RVPV^
zG&ayt@HwKP>^Id%OapPOQ!Mc)r<vsVL7zwBV4zGhz2LBUk~{qXefxUY^)&=-*X*=L
zf;)_|5_MF*Pbo&MQj9xH6~k})NS``J$*sJ#mwP1eHJ_%?bV#Ojc|SmaDcPUr2}dWx
zXv~_n*q2z|Tq!M$vNlBSk^|}G<j-YH;Z#*+UyOXZmN0t+W{(3RFDhw<l(NLf521dZ
zE3ks-tD!NoFb;Jj(K*m?D^N8|MSheDk0b<(C|OW;i7Jqc9tW7bAS?ePW)QsLsM4&-
zFA$=jXJQBzyIhb{B<c|0iN}4i0Y*FVnsT81>M>xdQtLgmbXnDYbwo=p#Zfj0iozVB
zH6)qajtF%l9utk<Y)&gaEu^{DF5gEbl>ST=Ku_(<{vu7KSZg{Eo?^mMy=Fp(7%9@v
zy0_h=?ge}2wk@uWt`-UaAH-K!yv<A*b@e5oCu&)}^=SojSCJdUYteQ5=K=GlX12#4
zOI$!P)q|&w+Og{*Z4|*BXN}4wge??oo+*W2$)n>%8}oeSWJdt8wfF-=G`I&t?`47Z
zEFjg>rs@%7kR4W$ww=tg3N6i*e`B=gb%mDRoAP?Ll_1}u`y;J13w57{u7rEKuE=TQ
z&vH@H_CnWTKq!pdlh@B|K>mQ`JW7ZAA%1LOw(P!_2sp7x6c^+8pR(ij;pdQklOMc3
zF^5;*I1`5QiOhNwEb~vPHv3R}FZw!KQ2e&CL_!R>v^St#FtXdE9_t&W9`A^@Caq$r
zUqaD}R8l%hwVZ+--dm)>2nUa{fPe0Qr>X(5Yt%I;ylOstF1F77+>Sz*L)-bSyRmex
zWuRZ{CF7nu8oVS+li*tnUJ<saG%oW30c>LhdS=oUGAyuP`5meDUYJ0+_)MG9wC4n}
z=<~DJuoXC92HHU{U!?O_>E|ahdUCRrbkqvM)HK#tm->Y}g$y_sgdA(*R_rX}9QOIw
zqr~E01Y#i-_Tt%LUyy1d;hfP%rTJ2c`+U>zcdn$_f?I2yaK=(XPXY|hFcsIy?MeZc
zPHU2U*#L5)?Zf3C=lw@%oRb3ESJ_G^8u3IJDR$z_9AVD~&?0;hdlWf4$lH*8wO5b(
z>0~ig1YcV~;3!PtTdTq%Xm|I)c8`AGUZY4Y4!ANa4)TS%kvxO|f;TM-MSTFV*6dNG
zLH3i}bH30DyrR$-2GnfMExC_))zCadqdp6fMAUnjtZgfE%m!={jkT2+jfoolVvL;>
z0-va@Fe40x*50mI!bN_Oq3&*7#Zmtm?6ncK`}G>CTl?+Gr3P9YIXzA*dN_X?X*N#&
zb0j@?gM^`zg$?B=7nIp;U#GN6aVHD6;V;VGeB2?$N7v}vOHgi*x^MSNmrtz77#Z9z
zARa>m#Xziqj86a=N17`J0zZKF8JEW~%E^7&DG5B6wcUrVjK6YP#^ZDMv&hklvLy`W
z8JCj)eE%G6IHe7*BUdPonxy$$85v$b+?STH>@bvQhGG)Dey;=}*uSZk%KnFH;Sg;h
zRD(MHydxUiDV$U=i>PIJoR}{X&jAt~${>hF;w-9D@_hkN3Cf^|M*PwikJ%ouiZ*<#
zg|vCUN4|_nU1Q1jeO-k#nN4S{`y>RpgwvVrK_D9778fnYIe_<Iq`s1)<Rs#<9nmsf
zW8oox`rEOtP(ka2@=uc6#L?`b&8z^^bV;SVOfHmrCZ1ck0A?fGANF$KBt>YxbXMlK
zmSDJ58V=tTERFIM5)tLP2oGmX2n^m*1h&}QViQtms|tZsT7_;CBu9~`Rre+1_rcG>
z>Hs4=zh<&f+w{UXV>r%aSuCNI*!vbK$~d;K+nQVa5mAW|eDC*aJspe2S9(-4GtO&#
z1fbcIEqa2Q^V9df4Sq5l#N|bbYew#;!;0*eU4e1evx>l&+}h)<LCEa1r7}z9Y9Exm
zzg6kFdN}Jp8^pY&MS<U%c8Fu#E@>o@vC$Q}ucL<6IzW=IF6bLDj_aS!31o0<Co&mt
zrH}RNVDxJkG3e%B53XEaMC5U)=wOR=Kjr2;Q`3bnfp1nFFn5t_6P2!xt1kPL+~vgR
z;;Q&<nSW7O_bEN(CPA9A3YCjeY&aDGgq0CETl$OOR4L60CHcffhe?hiw_9fQi#2Gk
zW#q}8Q;WV&>(Rs6-s(^I5k6hdKV~-q?4|M&h1yFNb2CfY1np?^qX+Iv**2kdj~Ph5
zO01dj8TI3eSO(~Y5l%+VfJZh}1Kavkk=JfQ$Xw%vpGHXd&j@T3xx!4>xP274O4*bG
z=0U{IQFAtjvyZ?L=v!!7CqZU+o#`TL!!^aZZ_<&0@gUgGm3OW9Y^#$^)~)H9NQsoA
z!rXNPE|jB6rGOOjWn>0u5(soIMsVaFXV`<oM}&#1ae*xN(4FQXgbC*^JuZ8JW}Zef
z2l=)8&5pAa`vlx9m1ce}do?NjO)vW`f_IC}jvEozGY*G!&xr?D!~@)33`vm+hHuD9
zMms?v@{lnh>ew#a8EE*i@hFnsp&`G|yeL$e5_pJU{a3bIc<g}gxe=K2!K}9i-e3@W
ziquLcI%)MEDoMJgAb85$$sF&<c_bt1rnS>`BMLNd?RsuMGjKF?=N<*>6?f{h%7x<`
zb0T+sg-{Ngxm1Y``@;v6`B-454Jpw?ezhczNZ^h*O(6VQr<oQfl!Pu>(VYuAYb7a4
z5tE;<ju)Xa92&%ALQ^UcT7V#nFmA%mfng~&T>^P-$RjL1j0h=3DypJI@EN<4#ys@8
zJ2!sXNYvP)>da)WkZNK(tFE2|g&Y1lzP@x2&m1)XYNDqIUi+r~kzsM&R1VrD53<9f
zxs(gq&gM~N8~vWAm)fU3R^e<=eQ^*W*Qra-#|l`oy=ISMYxkFBXDJuoaRro``F)Nx
z-I5r8Z==6WZ>k)8J?^x<EW63Ff5XdtWc>q{%<Z7n>mHtvjjK-UX7YVx_Yl(*PL5lc
zTHyMpW-=0?lZ-J5m);+3NO^g2BfOwlK^zj_l`%gY|0B2(E)m~leKIl&_tL@Vzo5yA
z#>eZH;a%T$exSZMcjcYr7rXZLVg9+LaN&Ed>1j@M0hN0j`1)q6l3HS{AQS0Vm3klL
zJbLgc(X_GQ-Kc8gZsR*rBX$`4rJpiJOZm^Z`vRI;M_9Cb2R^CQS+il`q~9I{6b|e#
zXm&UhKUVI9$*TD-rW=|c#x1MV1el~PwQoszooa>`J=-i6jt8xNE-qdli6qDz9LBj|
z|C>Jdf9NB@rb5+bE&C1tD`}v4N(c-Pk)=wOAml>~tJ7oMejAgeDk57HuC_`F(X|5=
zwa#3S?ZDNA*L%K4gLDzbm0z&uxDZ889<orCwctiEms6$7-H4VkVN2>?bUBJhSc)p!
z%R}%;HKn2@5Bp$`OROkoe4b|1=3co}kVyLvLCsjCpsmjUt{D(N(tV+90Ibz1+jp$%
zCG|&e6iS(Mwh-KF?quNcpTeB>*@y|yR2R(!M(A=I1>DJfkk(N88QjrF9qX2y6y*<j
zP^{z{@HCNxkf<&j!1$0RO}Rt{&9`7SPQMjSIJ{t`e=S_K=Oh5+>SSxzI{+(4kJ1X`
z2E{+g3XyBDMehijjLblPuKO%-T>tzww<Y*_?(y6k-*Mg%DV%0ZNs&EdBw}FW2MN0q
zvnf?7BAi-CTYH5A>&PzDV;u&h(21hMyo3ie9Q`?#`?cQ}2g0MIUr$w@av07nBB3HH
zptv+^<d7B`QmKh9GCD;~9>W!p_HX>slyqm(>JpestWZp{4xF3}dlF3W4}U<U{r=__
z7*6m38%F_6df_joU793QDp*)CZpQ{Zf`GCE3&04gq^OH1*9c0QQbOwfc0*lj9%?!~
z91?|=h%~zM?2-PMoT(#Qc5%V(K9wQuesSFxh2C31R{AJ3w9IkFsHB#Jw8Z>Gd9E|o
zK~gqk;E-0Fecm7%4jy+Vli^&(#;AEK7_&9c6gcB%f4g`;-_iYmAf?Qg8n&b!&S#o=
zKO5KNF-5wE74fot=ZYJfP~|yW<f3J}C;5zg4A&LWvKUjzr65=f1WDSL-r55KlSlaZ
zwNd?2d55<wd%yK*gLxo>^OlbP$)F4&9cNQMEj3QRWG8mTOuncR3zX1YQH>hP-rV_^
zg7DnI8D&p^+cz&C!`Lo+W;?;^&C{KSGbF&b#aKaO7!_}rg{wub(AS)4+4kRGSI&wW
z{Cw!5-?=wA2`0UXW8qvqc?R*Seg)iVKc%5xgYrHaa=b5|@jYyg-FX-!{o%~yKiRhK
zFMIk~`9lEmJD8tAiezA&$t)5YB?ps|5O;r}kWK%R!3T<v4h`l?Ankg@kUs2(Lgwr1
z57~|CPZq-QcPnQ19`6vTXD!$>Cw#;-7h^kw-f!`*ewe98M?H+mh`4Ww=ZXpR->t1a
z@73rQ>k*y<E?SYml2~M?{?<bsaiAWGAprU0V;=O>PdZCLZPwRkRd7OdYmW-LtKE?B
z_(|MZw5jNK?nr&H4r%HU%$fO+4=Z58LzgNisRu1m1uI}mwYDjmBC5qFzgSF@zLzFk
zx2KqrPBDVL*LQ7oY2Iz#xQ7brbJmi<MO4#u;wVS(tu<kXgn%2V4#`D3F?1kC6pVDx
z_A4uhSix?LC=2PJik4Zzp+OSc;M3;h%#_g}5Jh9FQCr8`Q|)T1lwOlzC&d^B=#P_!
zOM{PsR(C_>@C8(DwIc8wJ~A9`X1?al;>K(+*5@TYpFw4R)EH|lm(mseDa-b~Op||-
ze+ywS(%Upd_5}RA=_>HcxwGaZFLCR$vm#%^juhF4L2|_o4c#9`kcA)~9zB>BR>%)7
ze(J_g(?(x#$9Mjc#+L79j=~kgm#FqH0uj<g=}NADgpvo-=p^?`jM52yp+9w762})j
zX#?E1e`3_B1z&)38L&KxRKZC3zA2Odz)<UKl~pofO6nhPpcWq<6VDso7x^dyp!7Kd
zrB7+j%2_mu&d#EmN$@8-cCq+=kc0^n4Og5AB1`nRxYYEmWng<clDd+UbD-YPsw%MX
zkx=%=bOj#S47F|SKDRa2+td)PnrtzQg=hT>K0GEoE_nA(7UMOC^{b(&0K&IGtjq1S
zf*#_Qp)CbzwcjUE<(K0EYK_D?YjkYoBd=~{<xi`}e3?p^t}BJ*O*);4W~$<A_od~=
zOG-_KvTBc#qH5XL<<>3v<-me`vM%2qJ(Mlq-U=J#@lB<9O8=5<Bsrj07Kg5tL_6dp
zq3W~iT}wyEBa|#5meY1C&Uc6HC%gXhvCQ+K;1}+N2eaqRTdo)u>~eZ88LRx4i)QR*
zVhxA;s}Umqzm>84${u&Ap@QdSa^KCHwhG$!^5HECRq2crCl+!0cdWunWc0TJUe$SU
z;%D&ZS3-ehZ{l|K)DpJai+Qxo`$|+!qC`o7*{-)+)hh1}<LE9M^OvfLM1^PPrzZo&
zS<k?Jm=|hzVjJ^Se6^%jM_A&)Bdte8VZFJRI8!@51Y*wy>Me5jb^)K&!2l7?_4UPa
zAe0k$9jU*c>&zr%5zxc0CsadyO}Y&Fvwhp*zSnWvQLN=tXh<!#JJR~^O`IR+AvJne
z2XEG9>0c+bj@C)cpfZhE4GWd#Q#z;8?Y^tnpqQEu&!y5crh6ugtWgoQWBqCpxL--7
zNfOkiaNav0YCb*JQ>1d@<oB)jB+l>=FD`Uia+y=B(57i*HAqf(xxv)Rk=eiU<&8|x
ziBY1~`S?LdCB|Lff%hWascqLP=wN+IfIM^MA*t^}$R4w!TmLtg2|J~;XoJp&c)T&f
z2j3NT`jT2?lahDh{D-dEO|UjdMUzy3Y$}K>S`E6MPNXe6_4Y2*XvZXurvy8ha39K~
z6e?OX46<|lAiyE|ya@^ogPt?W_cdnn8l!V*QYCxqagB9UrFFwD=fjlhGV_dRJKHM*
z)+p(JlImYqB0JVI`I6t`Jj)+MTyaPF=DmSdYIX_AM9eSYE4T>qaGKgrfd$vyj*7RE
zpc#dX`Byj?jt%B{VQbaU;%DTY<80Hh+~`*BP=PzY*uMYEHr)&17B{82c@IFSvr)ye
zNmldgQU85b7rD^4ilzWVNM@8jfRK&UJ?hDnk*~s3FaO3@9)942$dinGmapQ7F=F&(
zIjrD?_-t?1TGC4FswN@2$Q!$6Rt_A|S^;ax^CEeVPYZoGBT6!bbwj{KO$nnvw<3OM
z|0uhYo&5mhPLv`7qc=QZ7X}ozfq+^Y@eM9pojOBcbRiH<AC5;cLk0=Mhc>WaSE%+X
zLx>GG8eAN2OGr2cVhch|844~=8BBZ_R-}8;39Xdi1rwJMiCxd~geyAAIg4SOmKq)^
z*+j{y?ze|h9fVM@N&aENVjUK7(W%~qn-H}2RHS=kgma$JY%E-^Qw_S$h`rlY*-fq5
zQ`#o_!%A<-y>kVdO^`y-3X*_pTQaZZ-^n|&l~F94t8hOHpfxL^W{>Z4%$J(kH9*}O
z)meC*)5PtUny@|QFc3x#j#;1JSetC@l0d!@Isf~osJv6uNr!r1B4=hZfa_KH*O4B`
zjDO#|V2<00ZOcS?Kk+1I*O|tx{M+-%4P#*M(L+Wrh4(9e{o)a^0hH}qB!4K1N$dq9
z(0_ZjGg-2+YU-oN@GS{1&C~v<Mvts6VXg(`#x*-3&6g(NCuag)Y<RkasL{QsQL)`3
zdOdfu1<j*^d$_|yy5dvBml6hI16imG=O|#FNgI9d7v*mR0zqotW+s<<MLnG&#wq?q
zZ!W$p?Mp$o!nKg3oXog!9TJyZ%F0Z*Bv*ANLR9z^_jF54xN0=l37{_zqAw+Ofs8L;
zntTtcg^5aT^}LK}g)IGQZ)-XBgIGT7>eqwc%wcL<i5(7iv#wo%7S6M9y7YtJulPa+
zT+t#WWwDsj31FHHlttYM%@e@2j_eh$QOFR<clrY$woNuAN}WSDkX#+O(`Q-D?Z_^_
z#B*sm4r!FdCBjRMR40ajkpKNNfo3NKQr#FtfYz|qwv$7LkPCWhVWrFqU+nlYkJCHd
zHA{FFRVKOQK~fEP;le5dR6KdC5e(V_s^nE`C%)o#eLLvSr7nDz(8NYlH_o9~w+pE8
z1NDQ&Q@dYl_vcWy%}$A9=TNJ*7j{!^AX+HzP43`-@>}s;^z#a)JA@=<p9vNXR+ON`
zFRCEK&6&d~WR!QnBGw7fFtVA2>OY={aJ+=5Vn=A66cEXNmxoVJp_jF*C=@gAS!`QJ
zv84_Ko}qeB!%aq6GBT;C&c99LCV0aUWSW>NqEqysn%Y8b#MhYU8<5~^>mIK?)U^aE
zSZO`+DQM$OQlVz`MP;^oy}tK>7BGZ&cd95uNKGYxi)opGLFDaH{IYVODAErA_5zOg
zV_a2mT!$g9R=9=PgV4n?p>Fg=1$H3fIk<%5C|S8klapY{LL7ofMnC7}(R0fxBE{^^
z$|=UwF$i0Km(86;GAT!WhjMi-;&!aFK%tJjM|{x)=L$BdEiG8ATOcZ`{Gba;XY+$D
z;~!)@v3Rkii?~G7nZA5hf=zVDY<xiByeb6>=TycPs{2ZBVUtd4qM1h@u=7}ozNFt|
z7%6!x8Y~GEPOs%nrGwVh7XZ<)=`Eoe8PYcHBNJtR`c@RGBvfgS$Uwh@{FGFT53{=S
z021!-r|KJRNQrfu^##LQS<pgah4wQJUGuNv!0PQks_F8leEc86&aZNabA{v4Kjp{!
zX!Cue%%cD>`5b>v^0AsE2~?G~;@eljJHyOXZXSJ_6U&^*!x316ZgQRo+1^YhmmU!4
zEa)elL*$vV3TlpJ4u;rJ19163RQOOSUlLN5{KF332RqUzv_6W-0^oM~tR$Y%n_GF`
zby<ggc9;lhd&?ZF0y}%hzb9n(A#GHeM-5lbGo>ZPUCR7sf|mY9<{nkH_Wcrpbi_zu
z_8P5^Ti?mSa2O2*dt(*S5eeH=8eQIlQoN<Fk6RbmH39i9Bi~a6<qx@C(TliTIvHC?
z5y4$@^W@bcJ;C0a#kSnfU6>B;p0fFe!d%3pH<!wqQQd~pbV6z(i*1M%{g(=*IrnI{
z!PcMctVwhxU9}0L1O2t3R|=;Ln;3%ZouTQ)KqXl&KMd{};!u)loGs*BYqXL+a|(I;
zd+83gtV%*Qw8>XD=?>syoy&;la$h080zOu0Gm43|d#Mgr(7L?4^#rchsW^{=ujRiv
zDAqlh9$e+NaXZ~$gAV*;b`=xwuu&SGDTOcj;C`G&e;+VL`97^5NaET~1OXf_awh(=
z_VUp_XvJ?L{o+<qwMDKY;eSXm29i?3O+iDm)K<x%?e+x8tJHk*d)W42DV47&pRq>&
z${{B*`IlINE&k&VsI-xf&K<hA7FkGi>36B5-;~r5z(ylZXjr;nezPXP(zW0dswCl|
z7FhJ(0_3|TG~F18Xgy>>Kr=lwk&9&-<Pbzh3ob78Aw}sz-5O3<|CS%E6E53u=UfU|
z=aJz8;Vgz_&P!uN5X6N3f=K;QZJ(q%ckUHXLYqM5bw;|0?uckXE1v>=^G7lJ`>V3o
z-{n4Im$VNn{UtyXoy{gxVbvBnciC=FK4S|VNJ@#kiT6?vqrfyWqJXP@>9K9FLiT~v
z&Eg|P>a@G6WS(jCM$vaJwyaOvLm+CJ!!5suV0nh)nYlQOzh&*>EP7UfQQLFaTRZ$2
z^i}3M`0U|x1Uhp>+$FGqhLGh~gL|C$_-<eD)Ya#Fb^H%0)npC-V05?cz0$)YZuLV@
zWjo=UZ0L{gN#6&)ew!s8?v-SC?D%NiJkun+`+FrD-ie9skDmGZ|CIGDd!>tb`1Es$
zl;XPp2Vt_WXuPU|E3any7HgP141v&DxT{KriElG@U89;>jcmrL6DL69^sBI$;V-rM
zp#)T$%~PP-5IwnvXj86G7LEw%vodeyv_U$xVC8KdS^R`pDcHRC;ceP1tWBU1;1dl)
zymFq}RY%I`h^pnFuBLdqe$v}MNK;DD&3B`rHIjJT|44(nCTI2OBECgDY77!IDCH6h
zANZVYW$b@u8{;n2%VNtI=1%05b(+8qbe#A_MQN^~=4b*6#O2p6rFk5sCWyh`xadJ(
z9r)x7nhkP4kPA}9&zd;z9ui2#bUN*t%w-H6g|dVZv?PecO(AwjOagXPw%G<sIG>|7
zaOKtGad!^<+M_mn>|CwJadO+wKKZRwtx~WJ9N2kBZ2;9}%F7-%*Uti{3ut7x;SXH!
zr9QWr`SkpV%s)?Qk3<symOdmba_%(bt{-O5D!z2|pp;Z0DcT=WH09=#_$f-o(eLk9
z=>z<;`<$2o?^(0JVaH2<;SYcPA8IUs)I9G|{)-x1nh|8$h_<iBi_A1N!>jBqvI^ii
zYS_7I>9I&Jbz_p>oGe++06r7~m4lK5BqIqpr@WNn0U>lb-4`jQR6-y!@?e!vk^;w&
zn$dL(ztTWN|J*)(kx}ED9}g|=2`pe9`9Merh)@qSG+Z4840Le<tD*@S5{5}S?3_EL
zdEiJlYDin)h>|*F#(BAGmioZ(J6<-!M0lcjaFQ>$;KJnuiB@IpVI#v&$ug(Zdcx{%
ztjCYu86LybV_`Anv8#matyyl$a%@$3e^d(4EvfytTe1PDEEZ*F>gV5a86BJXwU5P`
zda)3EwF`*xw2wRDMl1YCbC<`RmtW*0yEH}*c}vN28Y;KilakCs*(3;X^WgAsvGKV{
zDY=1;$#GoXJc_}V32RL1qRH!~{qO!}m)yRPV()%`7>kX&HHL0?p0H-xORi!CRlwbG
zi7}W_VRM3HW__3g^JVr2zRI|_!_)B>Fru_ur{g1+vB%yA$v8Kkl-;`M-0t3&JnOnm
zq+fc}*fi?!P$w=K<l6hK)Sw(g5vl^ZR|c`KUVwz^5&roW+pKoj_i)-S^VRn!KK7Fa
z((4C2oIF^>s=||+nW<xpqj-UALc><WBxk^$)E;W$-B&>JDMR`nmwie$$<x&{RuNgG
zwG+y#*rGe9B%V(GjTpv9i__lZ65<?EF|9SnAZ`mMSx;^jbHuRJ$%`PaK?LPpFXAJa
zk+kq|=P{E0&vsyHPFO(4K0Jy6k@J*<Z%Vk)#L>1F|Go4Cm*@oUnX(zus#fp8PF8rh
z!dnAP@K4!>1ht8<k*pg=;K4*{P8szCFOa!46Hk1xyNcP)r)0p$^`=J0Is$H<5+6dG
zMyOTjc=GcvFbQAd?=M>=>}7mH*Kf^;fAaPY)3J(PtlDG$%$%%}ufp|mZsxzWYfsKJ
z30()amp^r|&ly<tIS#Y^rw-S=NmKP+MFdJR4;pGRWBkk!cq!0Adu1Mhdc%fBbOnP3
z8%%px_tARA$4Q7%bc9L)Z8J%cL^Jb4smI69J2{p&nS=I0n|>2VAG)(CxBHLoyc_@2
zbvqq!WO<=mg5c6mA{}k>%$8#gJ~CAoRvv~p6yX_$Nb`K2CZ!E8U^0g*%(fhDd+DO^
z!ywhb4Wz0-_`(H%hD2?mgO8A*0~dcH6<2B=ow2U81Ct{7G0^(eN8@!!r8z2AIZX|Z
z!5fjdHr(~G6esM9Bf>;BOnP7l-LMeCs7wHe7}uvCcmz+S=7xZgx{fjyd)9nD_qhEW
z0x{CMV47LOHR~bsQ<CX{_!2kA(alf{Qg;+m3SO8mTCfx@s1pRc!Q@Xagu8_d&QliE
zGv6|4ReOoDX_RL(66$Fb-LUrX4{M<upeBrz#j8B4`DL_k7F<4TyVwUT%t1qmfmpCu
z<r;K88GoQb$F@Yr|M`*z*mEj$Ynv|ubQjLpLdWu~T_>{to%Bj6bAr&}D?mmha`h{{
zwgj4Z4=<OC9(~Qz@Dk?*w$V3er0r~#3#TIir9a}DG|=Uz!eV_kD*trwnDh-^mKZ=v
z$X`s%83KE^g|P?$es*RWRFCyu&(_{f?boUGFIT3#M)1A_%?BDg7(oSXTn$*{h6Z7A
zc-R)v&YM%m$$Lq3qBeY?>Ud|U4Zt=sA7CbkJ(T(IptGu7AzH-Xg|6ZB96}X>LL^-i
z%$A&Nuyj)|g{lM*cl<fcYcadWM06SxzvL1?TTl_K{zpDV96J6j-0LPKkmUlk<CEA>
zGr}*2B~~1wh{95YOh)qa>jqOI6fW2Hs9y^3&y@SBlFxfITK*e3Mk&#3Y^W#KE6qAE
z*yf<xo5S4v_;Oo9S%574;*Gsq8@AAX4Ji;Z6Ap4#^Gw<?dQko3t>61rmy%hX%ljl>
zj~@wY?EUM}b1lCPo5xi=Mr{E-`0RrBxUf9WHWjK-uzDe@<{&5AY@wc%LN%;ek7LmO
zVmFb#0t%IbEtA+Kk2!nwg>sQ{K*vPC69Uj<*!>c?2lCAXjM_Ya$%|Pyn;<uk=XDAC
zZo+{ta!iQ-ZUyqrtZlvu0DcFgYi`Bvi8MXX>%0m2xC(9)^6UX??no5;IGeb<VI{!p
zfM0MCP>LQ3IT=6Y)xRYgGS@<qe-lccj|i!!imtr#32nwAHZHDBFD67%RT{SqZ5>nh
zeFEnEp`sgqm=Z`u3g+1dAwZu!LcZJvDu&qaat0)A<tI=e9}Z`KAdlut*9r&Jn~&6z
z2T4e{8BaD(#lEPsglH!yW4*nf_U*5lme??b_RDc4l9}w24VXB8Vz2`v40ABD13Z$u
zY1^J-t~tC%wtizzO-UXTkFIMiHRMR8&@y5Io$b>NNwQ%I>6dHK6dxLgbfeuD(OiW<
zLfQK88<Kzc4J$3J&0T8~^M9mH%=`<H(TM~i>nw35JnqO=oW_0HKQv2II<s5EHi3fc
zI;xMs;RJ#*<v<fpRowr+tUMd&VKGxp{&S|R#<q4Wkg240-Xy7J+x$W?UP|W<^diQX
zmJ@WRlpl%$U5CWw?5m1uz%qRSs9o9K2E~7BsB+XNGjR`{&(Om~Nmq>*Pp_uRLct_{
z>eRaPbPa$TAj!EdG3ZzM0EO=^wnt?$D)VhQ$EHIlYo<AtKZ|GWOvm!tSID5NiMqKW
zZ0-JD;XdQ_iPQVlY*t`5Q>I)Ptww{K;7XkgAn;)R^p){h)*wj1w5+Rn=Qp!CpN3=J
zs<UL(4N7SQ$~o)Iv(-({7Ah%#2{Nz|ni(dF{w~-`#EOpz#)6#zX7vY2p4}og#QFtK
zoax0y*#wX>%KgdlJ~^USsfiFp&O=pL9xfHzhnmwTt=(zOj<q5YO8tcMp5#h;_K7X)
zYYPqNs#~HKq@eiHf*~EKo({=NZA{V)R!xgtM(}*cl)?^}6-IJ2{bg3gwH73DwL%c`
zR!9(^@>e@CjFEP%#EI(`dxb%w)gnauOE>r}E2|tE9$IP_LYT(leOmgX1->OGgvi0T
zPvS!iCD*<CM(0E+$sn7N4n{!l!vY`wXoXUW77+$vbk5E<7d|rqVqDKtu4({pOb@IU
zG*1<6$UuzoRXkxcW<LphcpPsGK-!I<rw$FoAK0uO1RImixn{-Ija=RExqW!*o3V^i
zCXu+AICNr0U_boyWpPj`<Qj#r9fv}d0}pirq=V)Fq}QbyN1ooRRn`he<*qfnl5{&)
z|8c9VRoj{YprihqiTcj2oi{+f0?b4BnUF3zF;keBz<csj^t&RZ@x7?4@y)}F?oEuJ
z3D+zEhQb+F!bj_;$o^+L&m#xY;xGPafcy!?x9K5A1U$M>cF-py)oA!lreC@YQaWUL
zP?i0gz)#db8VP_tdl;b4URah+(2)MvO{<_W&SEWnq$G3LeLj}Ybx?X3CK+lJ=z6d*
z;#VGlGSVancBU3FBN3KmMd__WBLP8`N2rAI7n6xZ<ip&Tqe|LAnpsT@rU{9&{BaK0
zWpj(O5Irc<TV-t_6(1rLgBeB=(NqTmHeqbgPn)qr=8eG;&dCCO=xJr4{Q3nha@H~v
z1wta7fkf6I=9>&uYI7L}%Z1+o_HxiBKOo-@ZL_;+$#*2fCFf2MVh<+;h#C{CW_l4~
zmAmx#tcrE?w1Lit4>!YEO73@DqCGorkGa~<-KY(?$_Rtxe>Q)62PN)*OH$ZFKFY9L
zpWU+O`J-f8h#l4Nzr;xjKNoMM0+!mMPqNcq-B+KGHRuye)XR}ZAS#LyqJ;mtJ)CtF
zQnNXf(EEDMYW2&WO}`ZJ(v87NVzhgd%KVN$N3%}NBwLQHQRysZPQ;`jXFWaoi`L!1
z(TN7`iz)B6HBiLtO%aaepv}w8I|C+9pT>)Qhcxn%(mQmRof+_b+A^P9e#`up$%SUs
zkc%<y%DQ^m^Mv7}yj1Uip~1(WNQWtNqy>}T^F+;yRc0%t`aZBj79i0}_6s=@<k-y@
z6-Ab^Xei|2^=Aw|E1l1CNL}a$jZi-}TIBvxz1DB-LUf5gh+PI*+7n#A4siR(jhr3l
zC3hxzO$%?TmXpo=t$KmtK-I&-_8b)|z3ZOV4>?OgZT)16TWaA0T~e-;qQ)+9wj7{H
zH5IzlTw;uTK0{@sN>%<Ld(?E=DO>aMO{o|JQgy}4w9e=1yi2+Wk(qH4;zMIaJ>=<;
zKnq2&3x;}MJ=nN$maQ4jG`&?A?rzHsLvq@@Ca5d>Z~aT6e~vOjn$uE2kM=F*5!)+s
z%oAonBYnUfO*~}_F{M-l4|Di<g$<n4Wzr|f6fhmG#`ut)t-I04_nD!jpK4U8)rR}{
z<0W=2`ws$Ce7Vg#Xf%$_)IB6_0ebhtNxxR$d$WTWt=7apXDPhnE)_b~>gPZP_vBX?
z1u5#CsNGlS-L)})!7pFfwu%yGIF;OpCfj5JzjAU<+E#^mW9c1GRJS&VNJXr4g)U)I
zg7ezoetbNU5B~<y-~Nrs(u6|#tu?Gc{++GG=8LEmAdt*&ez2>d<9e#0ETa)_5pfj=
zI4Y{4ih9_88I6&_DXM<I<mb+K+#(>O!J|d#7?$*`A(2ZOEs#EAm@Pr^RDu?>PBXEX
zN`7L%>Ji2ub;ekt<c$CpDoG#=b&PtjAXxEyjD9?qm8e$6+>D~O3@e7~aA<)QIPOB+
z^l!zM>BxK(Ea)vLOj1q^k|G?q4};MMbpl~8Sdgr+KXf3Wu_-a|yqoxIeM9js16)$J
z_!E>@C1_q?eVmK5bxve#!hHvTa0=K(D{OWR9gLDArW8=BVe=^ve14phZ;~Nq^N|6%
z0n30b+_&*d+7IVOla614*<(`s*_O&6t6Gd<q{3}}cgX~@+FySh$szvu;|PaW;9*@u
z#TRYYK6``;KsyTw-S_Wj^C9RCMmy{7<pMQG99N`36qOQZ+t~nsSI;i0%0`}5padEX
z2xiX!p_F-fvcG?!0-Zau%Uyc5&s?eL)jz-g+88$ZZM|lcXJK>pe%Eb}*_{5fG5XUY
z);o_H*N(y3(rW?Jgs39Hb(woqa%A_zn!03}C8_D2yu?WAVpP-#4S>*z74Z%vv26A(
z$tPsZ`uf@TDs%MFna#VSIFkCqU3gd-%+?%x`nqVfILCe9fDKcGh8?_*LnT^Q`q0Gf
zB{y(Xo|n81t|2@HA?&tJ_rPM0)Z%|!x=bgv?pd+gOYaLcQdKyiUN$STOy|5%A|FWp
z0>;8OA2YvQjcJQ9fLzUYeuZ<<t+%|Y>iPVa-UZrll%<SGNdK%6yQZfPtc$UujH?R$
zk>;&H>)KaEMWLWBsyX)a#-4Dzavxlf225Rt5Q8AJb5@_{OzpCE4xd+!{+0Q}w4P29
zMr_M>Q$WJdEWZ1`WJTYg4uN79R;0xQ6Aae#-6A<fP5TVRVR4VED5r42+!arpyhK>Z
z2@jyX?cz(O%NwmJFAuH135sSyktLx{UE=(^W1Nqnux!?5le#9jU!J#_zav%sB2n~p
z?znEw3Q#Vg9{k+|5YaGjd~Me915X+qaT6ydFZ_)E4!g#D&fu*~rHhrIhLr8N##8N>
zxS0OD0{2cuJNnOH!;8aMY3_{GoM3s}Pa1FEfVY`-wyv4%)YY8FWHYxE$_wn<>nM;y
zUL1#^(pw4;zSn_A=Fm{O;z*fE*%$g9zV5CBXa2YJ5Vu-gkeUbfN?FOZb-z#A&%D$>
zZ?(C2J0#T0miNQvAl^;-8X^5iZJjYrYJP#S;x#5ims{~36eT!oq25u|QqbTZi;gs9
z&Rzx4eZpDXB?B)+Q(F^3(Qa_x1!J<hnQsX@4JpM<o6L?%%O0Ycmk-MbY~38SFrp^D
zgGH}uy7`>AT$GIv@w?>cECdjrorkyt+ZLZ)+K<Ld|DwARKDA}3P0hx#k;=O51{M~V
z&20s>U%*tDo^3Nny;=Wz;+FO2?acM$gsditCu~n#DhZxvxJczy-PHKkR7E8v6Mb_|
zIvdGLxLzUX7oBqw7^sL(Zwrn}(%jtz*Mi9r1D4lhpS~1isEQVRDR?Q)072bT^{^Nl
zju{OJr6~aujgSnDS^6bX^wXTQh_|MQAD(vn)J7J|h<BeFVo<$_`LmS7sQ}DE(+LT5
zw2uu}yG4(%%}@tv6)z@&(G#+JWkKGWfEzRIp>-#u2n+{DkK^;%1OMICl|wV<fRO(=
z@%=aM3I3^)6&^g15psRLmd+(D+~gdw49CbQ_Sw8BMpIQU{RA^yXldszvhf6GZp#6P
ztp%~UN9WnJif}w?fc=Kj7>+44q@eBU>lwcFdw1tXo3+o%WTi@}Px@Voeq2E-wfMVp
zbOoNKF>$>06y{z~1w<!pfi38uu7pn_NY4z_@bnf#uNZE0rr3J3Ya$5ig~pJslZetf
zHcJXytWEz@Sg~FFukHu|;s@jv^7E3rj^1bQD0Ac)6E-@k`8iB&uo)XnJgLNC6oAf6
z5hJ-7YtWelb1+6DrHMz<bf1X;T~LD=EAf}~;pt6O3!;-rvRf{G(b%%VmZ{@UFjW0>
zklG@P=&|uO;qjiYA#e=j=bxs4lQR`Ig&-ueW_XTCh_|Wpn~_&u|1R3|@VC6K&ak1P
z+L5Uk&P!8O(XfDZGe}3c3_W(vfpqKLN6L;IMt5O)SDDtrjlhhA<yriW$AgT%=ROOO
zO<NK)VJz>4MRoX@8`FgdJ9l1?V?%|39bYH&tO0OC)zkw%#0o8ICBHGnM<M;AVcslP
zhOCi%1`)mQ{u3g`S^^cXDeg*aV)s6&Y+H@qsF60WdNL_Id#qNEaL;4IRT<$$)fegC
z0>#srT^-&}k4JZVxgg*m$ml{*|1JCv!113UasOY!|2Y1y!~gz{?fWOT?*A3r_updq
z{)x@|@3DLw{~9_#hgsUr#MHyogoIhl)Xmb^R9RAlgcSfFp?Q0Ii;Ro}0RbT)A#rzi
zXJKKPd3)>X>H^MUc6xehX=$nJ^szufLSkWIou8jmQc@BT5iKq*zP`TZ0B0BW@%jG!
zyDsg=a(4%$<w{diQ`hBVfrp28baZ@ver|7XCm<le!NIAjsyaSC=HcNfE-sdqmj3kV
zleM*Vd3m{?pI>xz^yK8Ep`l@3US55DJv21*)6>(#!^8CSG#eWm2M5Q}($ehgY+qkr
zV`F1;b2BqD^WotkI5;>xJ-xoZetdj<XlUrc!NJDHhJ}SiP*4ymDk>Qn866$n&CLxS
z9$so{s*#bAnVDHgNQi=hLO?)3SXh{rmKGBe6EZTgii%2UX{oKPt)!&n_VzXx7gtS9
zO>%Owv$ONg&JHy-weH^^Bi)b1?qf+$Pe(#R0tE#X5fRbW*4EL{@%HwPjg3V^LmL_z
z5)csB-`^h@8NtB7@bK_JK|$&5?R9W)&^7y5oSd9SM@OTgqDo3iR8>`7U0uPzz=DH=
z1qB6jb94Ru{lmk<3kwVF?d^SieG3W-Iy*aecXw-RYt_`$Ha9mD6BBi5K9;euv7VkD
zMn=ZL!9ge}C=Cq_QBhHGad9s%uk7sXtgNh<n3#lwgo=s^Y;5fL`FTY}MP6QB3JQvW
zfq|8k6<JwXJv}{TWn~!|nP0ztiHV6B7#NtCm?$YJot&Hi2eKk2Cg$Vg6BZUmM@Kg`
zHO0il{QUW|goFe?Kfk%T`L}Q1sHmve+1UXA04FD>l#~=XIXNpUYin!k+S;0&oE)%H
z{r~qvtM~7SSdNcK+y9A(<zgfGi>v=N00#%#|Jvt&qGSI{L@Wp3KllBQc;A1rWma)D
za``JZ_pe}HV7%}DX*>@$HdanJW(`Xd;NTtrz$Z9nDN{>xi;wtVb~t7cOBZKFQzub-
zTL*i)kLYBs|A?>k$U5_l_Qw!!v$K`72g8Md5>AUJJr1f1#l;ZMMC6IYPr+oV2=);}
zruvLg(2fL7D1-)+2ff5RbmxRA7!x$w=8berbiw~XbhmzTp6k|L-fmvrR?*hxZPsS(
zwSGWt%*vMR^1yfWP}ZE|Wf1azQx^j4`eWGx&<>?DU^`oOCf>mmL4Nv5vvp$&p#wnJ
zK_Nh<AW%Sr(1k!i<Um0Gy}~DhL3=e<tIh-Uy>Pa{4J{aQN(|A#vd+bDNiTR5&>anB
zG2^>AvukJjby5<V{YU_~O}TyW&1(MG=6oHHhWFGc`atUP4$dz)z;4OcWye27@wz!f
zq0(i*S6byEwGwc2nfR@-5eCs3|Dqqbhd~RmMS`D$rScpLC<|eVMJCkMah}<_K?8!w
z>vD$V?}J75!C*;Fb0Tkod`9r}I|Y(k6RN_(!DcWyRq#}*lg3;!+2AO{rYKE=+4sYP
z%$}y_sey4A{yTQMDh_+&wjAL|&Wy=-8{Td<oy1Nd5CkSUziP&2OV)D41aktfD6344
z)?9nMeLbr|ss@+Lr=79)^NVi5w#j?$7qTOGh+msCCI=%10-gI>p9A%luNjvYpyb@F
z>CYVmHz=SU_`WG(#rr?nvEI|aoc8{NnCyzXg#<H%nXyKWiAj3sv_La6sBU=|3Z{A>
zW~lk~UXp8%lsQ7av&#`=Pv=F&)_E$<plB1op#%;`adMacXRWVKmKi<J2;2e<J7?O9
zz~X(^Qw=m@b7d%B&Ef#$X@3fIysZ@lL~gr>9^GAmXr1eilj+Vt*;$T8V)5{=!ozS4
zxhfTrqLRypof^`XOp3rQaurF`jGX0wsgvXB-Dul%gLkNWPWLDTo9+!_9}M^;>g?1&
zD#tG^T<VO6^Tv%mSEzRuWS~<NObEF`ZSk{8>!qrJR3M<C=5aX{hleIi%@7t~D25)_
zb8$JG@@fhPq=z74IDXd02qGnB3N*A|C_ys%zHSY-miyIt6&DAGK*9tzO279V8KT{%
zYlPZ%Tz?iBGX!A|ho_Q@(QpE#taQ82ihjbWiZc4RtIOS|eE284lppoV8MnGFoy*l?
zWng*Ix;O$N6sM{ruq*Y1f)nJKR42IrVkG<OE`n!5C}3HIM%qKC{$R?m0JomXXhd`Z
zkyDP`G8d83)R>yqr_G}_U>m*~_%k*ICz4on!up&F2Ar#15p6*((S0J17b$aB^J((1
zlQn;MTlR1*@>~JkV&)2l`iq|M!PVeYx8#|k@sm*bzJ{n!;#@v1Y(+k$;P@9OhUI#%
zB60K;Wn^|~+#YG*sf1JA&-!;gDpen=#1oxtFhDc<!iy;w{^;FFrV%U+F0NWnn_Pk3
zZVTs0AEPkAKR*lLcP+xmz2&{4Chn{y?`>$YYc&Wu?=gLBm+8?ztJ<-$(Y^e57>a0a
zzyZra!PqHm0@}l^KFT;WBs<PJ@#u-C7~Kd899TvU6gKuGu<bwWwz`PYJ?yuK{K3hE
zH9)<;$iebzz$bkrbmq7Vh|g;`l>R+4r-=f)!p5yWdw1NZ{e^ruQ?uV8#NwF{8d#X0
zVXZM-ZtMzj5#qkSUQ86{4CjEbgJgV%Dh?Uf$@PiD+>Vx-+=DAk%@4OFnp&@ki8)x@
zu0wOgg%6-|1eMh^E(o{|jDo=IC@Z-ao=4(YsBiKVT4|>8|G^%{88m3h@OKU2W;?`L
zwB8Y>IIS%+)*Kr9ZOxOyUONuHEPu0+!Q;8jg7sI0Fx8DRL=uFE`+=#_yK7w>^BUKd
z$#wUr_-dd#@K?=XO0n{)Q7Q+%C70tcg4JOm9>I{axd9PRY>9#tN^A*ec20K29#ilm
z3y3#t$8{PjW24K?YYaCf%CkUAtp)kG;f!79;t+nzT>&_I3X&h=;23h-tbd<<*OP4>
zr@QWlA;qD38rnTg$`8eOkj>z&?ey~MMKc7Na!3?#;2o3ZVXFgxmm4IVnAitzeLG57
z`SFY(b)g2YdyY5t!NUx(=fPm%FMA!R`rMf2Kk9#elXHIzb(7hGf7BG6bv$aDGi9ja
zN~_V}FXCz0OjJ5ustrJ!^Abo#1E#z0cG5DwK9(7;1{%&7NrO4^Q{8m-NtWrwdn!Gw
zZpXQBjl}UOzxmr}NSRa|gnGKL*+otL3G?(?tGp(?>}V6E!&MvfPv4t~l1t092ngv-
zjSDjNTimu<;x^}gL|_EBtY(Pa>KA_{irA@adWqk;0{bH+z?HYN{qod1e%CN-tws=X
z=tY#L#18^N@0<?cz8yIJplhw$5QHvCDL+OlLx#=i**J$ekPas>sd=P({(xG{s80z?
zI>Mg7=Sk}b&+dl&Kb+llTom7<Fn*9+>7~1tr9(QUq#J1vSh_<xB^F7M1}W)|m2P1H
z73mZdknWIF(r5H@@BQ8Hz4vur&-43lXXebAGqZDY_q@*(c#d8swIu>y+(6-h0!t10
zpN(|H$ASv7Ff8#MlGg?}+Il#>sGP8~X08lGae)R3?oNTV>O4P>S#l0~HVTD5#Knha
zg3bzfevX_w1!wK)QBqYlWCp-{VA`iV-#SV?G?9R6Y!rsW!z`OPQ-lJ-v6P**!DO}c
z86hnIg`qk_jDk$+({VrLpqLdnKDY6WWQW<$3WAmYM3@CSX|B?Q4luw_x#rKa^@-YW
z6(6AB%;9{)AqAmG@_}2LT2O#bG!wGhT2BS`0{@hCO{58M?r?IlUJU2w=)7EE@nZ{P
zn*@K-gHD^?>ZS50VsSf(%)d7)1P+5^c%Xi3M?vkS0?8mBv;ir^M){zO0w(LlQZ|x7
z@z&Piwm{MN`Y;I*hO(1YWCH%PG3Lutp^V}Y$z7%22;rJfLE$n2<*<TV-amjUp`c|Z
z7f2Qs2a`d#!Z1=r#Du(M>&Gb9|J()eh{SlRghZNAAzZx}nQ)fFs*CERC=5Oi(%HT7
z#C4v=KO2@THReO46SEkkEHz65uER2Rcf=C|+-`ib<$BX+ij{$y3Ls|@&!9a=Jrg{Q
z#WhTg)L~H^)9mc0v&vyPZHM#l47cK(whKqH(B$61eYy!**0Ywvw>7SOdbNK7*b-fR
zaab!$g?ewhbtnA^(bk1fv^9IijOw=b@`lT{Al7uz@)e*<>p?zMCe^%HfBqZWq_yb;
z-EqzCy9S}4XFO>F`DLVuY<-?#zp^%iYeroBzLt^3B7Uu$1lFgYKw=ev?}Xb7>>KE-
z2m*EL-*`=ysJuVx25!d?l%9{YkRfgr?VC^8LXi6^zA7@wVy2>^^z3QPY3pvcwz0&y
zr^{{|1R3P8ZA3|xkj7=#)#Cp0{qrTBA*qNT+Q8@=rWl9OdT4=nx?(>n<n+tn$QF5I
z4>hpe>&qj9A`@vWgTmICSMA`Kn!Fb&5!v-8D4VI?a9J#%QT(&T3Hxr;a?`5D>(;F^
z@mY2mA9yv=xT|K1VL4$fU`NW`AfkzqQEdYx&m<3>s7HOvrFE^vy<LGyPN9oVZGQ$|
zfb#Uq|A=c+9!ua&?QwDP-A}9lk%^Mpup*N%6yR(VBOmArbvV>DszIT7S=7c>^TFSQ
zd$80z#Iqv+r`Sm2|8sK!U_HGggz@3Y$Clg1ONHK6G~iv!hj$l5z(<{SMwT)aA8gJM
z0%@|0ccSgbvzx6@{!#UES+IDlFw7kbc=c=Gg9^>6PI?g09~5%Dq(S-Ee<NNM2J3m}
zM(NAsz|nz(d8o|uAIazD=!HQQBuSUsuPy(%QfsnIeYz6{DTJ$Vi1};G`75$8s4E6D
z>|J1Y;?sArYV*7_TDn3jD1V9%EL!W4iHkiWjW5KR2={p|$|yVv)!yd3;jD>KEYd0G
z!2-uXoImA>5cs_3v9Zim1DF(q{8I)2*%r<T&aKKDW2N&Z{CY~kbyta2Rza45@M_}<
zf1nsK+9D46=Xv<UUh7|Ui7^@=m9=L+^#A?V+8%~(J;yLJRzu}IAYH2=zy(sXdWzht
zDKdFD;+;R^TmSIn@0&sa+NxUr><^1C&>(rBk=m+viUiuI5v>&&Oy=`R%8Af^ze}+l
zl|72D_}Nfay{}`W;GxNlvBqxvrjo?ML+#eSnsS~R-jrgM?-qMlleB_5P7;~G9%*oi
z3h({h21nT&=qE9?<`%E^eWdE2VkK>9Y_krB6BRwLMQ)+Ug!U<U%f3TV8vJ4=>REH7
zq)9tTREL+(vk4tlWXC@8{v0*MkrSv?*k|&p|AzCiJ_P;{5p<b!OtsVwcJG|=kyT;`
z?SF8uDPs$Ik@xIH?9o`dKXGeaajY)bcXV8XTX#u`G>S!#@)~z(zFyC-t`0|>RWAkc
zVo<eNncTd({sGxgF~?H7L-x7oM83+N$5%9478is5XVJ}8>u<z0YSMCmqdNtSMbBNH
zug85JPT#ip8%lh~h!li?YXnPVvKu!)pb9oLo$`OFZMA}Vodx-kzB{G>3}wA#kqQ*a
zrPlltts;`HmNW*gzv_0HSgQWkRZ`yJbm8-eMgvWSx*w1D&iUMj1mwxr=CA5|4iUMH
zf-EjQ($%Uu+`2!`R^(;B*J5f^VWf?3ebDL2vdT{4azWiSCglLb;Z(9%?l1f6&ej)Z
zCgJ?xTqL-qL~$Zu#ljsP&`BjYWVr2wu_S7-l=tVXgT*u|h30DsTQp2s?-5XMmYDuq
z@$AQ-_}s<;h31EbuXJlCs%6M7X%E-J3Ed4Np;vn^vqQTAYqOt&oD=dD1I5Z^$Xcv(
zFT5uzS3oisG*i>8us29je+k2TA5w^m($s)nJuBy6liEB%g69$m>|t6T2v0v^%x7It
z)23Vt$+XR-0SY21bmW4O0(DpcriMBw2v=?1x-tV{JsV*zWx&Y>gX|38QGAR>;PrRG
zS#_0C6(_{P_Z@fRC_v)&XqdGcE}&`?vX<8H&Z0Y%On7aD6=dfV9z~U^k?V%)_q;}C
z-gDR4$Fb*V6wG~<j8g8F%;67Y%e{mxy~E(MBd?o%Wkt3UVz3ma2db3$s$Y_~FpF4L
zaKME0kkhF<SX))@MTz8dji~+fP7_b`LDjVNqqFD1-qDe2ITh<sKJL9qGOr4XtKhTG
z*UOG_V?r(WgtPFl6da1G;CTZq7to7OSY<Wj!jKtk@jcafC&#rW^Y{Y~0RB7BnzQp&
zkER4}dL|w5r4}uI&qLcw;)`H%J<PvIaYDxcxi$3Bq}%R^B%fR4!T`$wZ?lxcYhgkw
zIF%r9kVi1U(n)o`s0D=QB-{DYs)EQH>aB+4P)fCHZq8O{R?bXQ&oW>KQe7V!#&U3;
z6ewFR=2}|@XAuO=>L|S`h%B>zy>@7350s#1)zP$qwY9TcRhvd%#F5<}l;^EQ7sSfp
z@VmPo?b|g~blcf;b55#8rH=gfDtGngsV~l`KtBvvS(;)8ElwANYirZFt4P6*rffnl
zuhx1f*R@gw1it#dCcku=3*H&6R7}-Vo&OP&3f-p=V6%o)jN;|Zy*d*jZ9r^=i@kNl
zfp9$^OG!aIblH9wE9%(Ln<YyLQWNe^x6`U%fH`J2DIk$c0|aN|0(RQsJGp|w70j^R
zg6S^!Cdq6zitAeB6>|b*+9Y(nP08I)dEPt;(UbMoa-@KVIo$lna6nlGD{qShxWrVQ
zGM^zDXg~hyCy<W)sKE=GqWUkbB(CWQmacL-NDaXj>)!-2falEX->d2$<Rl*MP!&XK
zo`Exj!4w#@IZ!QVUKHNztY%R9%M!=uJ`Qy{$pt@ue$y};Am~4PNBa!zFclG?))y&!
z5~)Hgj;Df^2kKywb=SJv8G}AaeJSi%n;iDZ`=1m}CCTyD=n6Vct@gIS1tSwZyM^(=
za|CDmS?S(|<Z~TX8>!h^;yWA88@*#nKB7Pqfq%}Tie&a-tWhJv9fyUhmPEfO*2i+Y
zyr?Xi668F#73itM-IntU7Rt*BQ!qD5k4QZ9pm2^#w#580-4S*cqe2Zr%Hx5C*%Z<p
ztmv}b1a%M@r7Dl@Rp(O`kC+Q$DcnGu995;d6Mb}9Usy-c;&(iNhK*g<BfU|iiN<0J
zuFafuvI}vmW*Va7>K)k#n)55TR2)mq19Kz%1E`yp)GO8MRM)kw3`9|p2?qwP_fmd-
z6H?iutZKiRQXXiy@XTv0`nt%ewN7d*YMv8ueVaSb$4f{|LpayZKJ*U+w=<zW9|HqD
z5?K&07nUz^Yt2Rd<iOz~@XME(<7E}*OH*WAoKq!<x8jMxna)|SiRJU$M;GLeLy9d_
zK-FRdZ)|efe2U<MQsf*O=Vl)1eeX0a40VwFe#B{(#3HK5#J~jfCb&M^&OCl}1_fwY
z*G__*91e{(D9oE%UK_}66N1#(1Jh(dL3B6rb*%$9IXZtsfIC$y&Pnc>+M#ZEAc@sE
zXw9EU&g*EIfp`L8`e_JZjpfBh{0NK}$!5eNO2|v!BzRsM%C~ktt4pM=opye*Ot(#l
z5%0l!p%&qu3oeq`I21MH+-SjpFOM3Ms%le1E(q4@Y!Brnw;xl#cRc-UT6Acps%m60
zzzK8wlWVeC0?*w%C_!VwmrtCR)xJRmH=~x8`vr&f8!HU_{|UtjdrjG4ex^L%*eX3!
z4fIX}4<)y!T0j~Bu+|p?g2RUlz}uh2!exu;LkT+Pw@XsX3BDq2*pt-KN?$Kg@#a0a
zG%ho)1IiC1^D-Vq6J=UqY-06!_VY*EMMF>eX1WwtZ4O-%51fg!QxM<Ev+UX#VDi@Y
zI3I97Q-G9%%+FwNId^DwKT<z<_1SU27|W5Eg4e|XbVD@FWjI=7vPx79w;d@k2bngs
zcufjkEmrL8_|M)3(d|)y)I^3cK-5(J66Cg+w$OnOMxzN_)^5z<l-}oGv1YxtzI)Yx
zGft5&GZ5;HW<v2!QA%Bcg`)*^=O&L$DSxWY*C*?52L!fQL%627GRuZQNeEd!>Ao!4
zXNnQaT=~0PZ4qNnR{bvyvqKwv1r0#)2h1@{uxDl1pOrlxLR?U?fE*sl56*Cl7*sa0
zo=MO(o@J>yJmL2|ap$q%<%YeM)!`P~BL7=F6y#V=%5Hyu75WqzDp2{66V^{QySFRh
zJiSrNVeg!M7$s%GEu+KDj)0er6eN%XaVkvPtje1rKjcK=al&o_^N2nU(>#SU|LG_`
zzSEh2KIU_j%aL7DXx`I60G*z6ZkU#ae##`Y4^ksFK;s$w**4Aro%Sg*McvB{?68Jr
zh8fKtIVA|ow)A9i=`uF5p%0&PH-t>cPYf6$*A}VKX{F~Cn#+DEG*kVFFf|EYi$yE2
z0h0>s-g}Q4`B0p6Y)+7KC)h3TUgs0?+UmXqc<xK+YV071SJHE54M%1q8a+g6|6h;P
zqOH~IQI32i)W~~6MH$I-gB=6s-uZx83HMR-hj3X#J|&ZKBq2h7EQ~cX{6KOr!n{uN
zal#=7xR1TMNbrq~q@S==UD(QjTj;#6V*}7d%(1Dw7r|s=_E)<bSIuSj9F$2SCu^(u
zkFlD49)mO9=W%+1azt1T{Ck8&R^LY9L13>(+zLLgbxdpu?$%yd-45P<A?~S|TYy8j
z8eYqIb$O+5aghR1W@HmuRPWiy;erjkuYXzPk*XO@`qmAwxa5~aYdE#aAoCFt5@~(P
zy<&IQKH}6s6qy8~VBeMu<q2biMn@pF>stDHB6*A9W*mACP-W>rYTQ)j_spJ~&*yeA
zp=uD98S^m1)SPi18bW?xyoQDlzbZNzHTM$Vf%8`RTq@6{AjrW2;1T_gK91uU96NeI
zCh?xQnx0Xw>Ox?R8<VbUG^GKty5P5JU47~@WR)lG;;zo8%fNpJ;acL#Oh%M?2f%js
zXAXqQBQ<{&nON`yJ1jd?1zMTUr#8QHa$rWC<;oNiD;vi7#*-~cuY&9m6pA*~2cIGn
zi-TJ@xT`iZ5Epjsj>}^T7Ug#JVzk~+%_#0FA2PN1_NvO;I+mTNJX{7?9uWlRn?pv<
z7G~pN(UABDTq<Q`XksHGpucNRH3;Si8WtSZIP<OZ#mK_|4weAV>G!?({rZT;02i!3
z5Jt(23Z(X%CD3i(K6eDE<;bF`%nwDl#VLEKiqAbVH!3rB%Wm~*=G>7S&ytNKnH9eg
zGN||R52bV_n-kkoHaF@30>nEt>;EYQaW%T$sC~o%W`N6HWi=wk9$^8UgA~LoyLR?W
z1bQvLcq@?e$}2Kv(c^`{E0wllnOVsU6>wK{+CP^8V$neI+iBOsn}Mt;cr`3SO3PdG
z!7RBT0CWR>_KdL^+`=tu&ufk8Lptju*k_f1PVVi@F1^fE<2BO9QX{bD|Hd^VXRXKt
zcoak*aQA>KLydSq64Ap^17^v+Vq0wB3?P6TNNr-TKmaIJmZCU;tZHU%WTwo16o;OW
z%#Z}f+laydaRPlOAD}f-2AW2XPe-JmJn2RNuh4H_o>ES54YE`pP1q9$>`nLhORwfz
zoKNa8lz+;0phS5zbp0G@K3@Qyqg-8&;s(D+uk;~lVIk#7{VkN;b~nPGCfS%CG^Lw8
z;{4ls<1(oK_u1v)&tROJhFzhrxSy4cIzVJOA}XO0hRUG*#yn0fh|3FwXQ}J?QX4N`
zLES=pPqr+6S+Gt<y|FN){y5t|s@*sAV4_?L_^JiiXuY%k<m_EFV1!OS2R$7T-i7!$
zOf0_qv$zhvbhCeOt>#TE^1Blh&Z{A)dxf2;kh-YB1{%(ib<F0|Kmff#{V&D$cy_=m
zuvS@!6X-KWVQ7TJ4|(Z!KrlbRtv#{ZpG^$#1jl;m_~I5oGj2{<MyOBsT}4JoA5eG@
zlFnY!{MMNrUh62p*5HfV&{-bfCe+yCjyHI5)Sq7<_=XMCjqoPsDsAyv2-KUh6s~}?
zkUqSqcCv@v3>A09nidoYyzn7Wiv4UOD@XiwgY6W_uYn-ps$%&*rVs=JdimFl{#X98
zOI!!Nc;_cpw+dlUw{VBkd{2}5JQL^8h+I>)kn1KmX#ngE)TnL_b4YFe^#eT!HU#Dq
zjMmdpfPmk**lum<{ynh|I$#sxtjGf!8h;m|xr5mlOFqkll`)9fu@&z``tF`zb*o$F
z8HiKPCOh~UXRcr(B@E({c4(%eX0#s3;fZnJY>qT<$xa>hNloreLu`JImW6P+LI}xb
z!GW+;-l}F)37WB{f(nBz*ZwYG9BWE9nSnwh@%37B$8&5DwWEX~FcjGZyZnle^`0>t
zQj=&{(eYWC?|q$}iqSLZpH#g<2ijk9ye?A;%^rcG@vrMxfF1#XL}z0pj$_f#WuW8b
zRpZxpJjsYa7Uk84_D|%Ife!pvvbAA;wdKpo6V;;<%?r)-5voR?l?j0oavQioarYU&
zr@!zjvGN{%<H~#}?w*WPYZR!=L~ON-X0E#cV^>od2$1V`QRm<_ULmBW)ws@8ExW&5
zIyJk<1X-}2J1kkIq7B+lh%wURbXS>&3tRFnS(VDWFrxw$_8j!tT2!ecI0qgwv^SPM
z;>%NJTH_tV46C$jr{S%6ROm)#0RJS*3RJ1xh{AX$?yR3##rn@g)@qfte{;e*{#-NV
zLcMX(?HoBJ7|Q^2e`Gho2NphZQb{Av*dyB)foCA{?b<7s#z<xUyx?Ql4SDhWk(f0&
zYJn9HL%sMTGEQ3l?@5T#bCE39xA4-@f^e1tK?8Uxd=EMGC!sNL+nmj^APMqt_lX6I
zOhnJxlr5xSq#!)bDI|(BDpzGpxz{`Xf*P4c10;Hvr%HiP9hpzS1^d%z0ICfT87J)G
zYi{9o^qBXQFOMIvNUf?-z{C}SzyuiNtb7C=!{+*ryg2eW?>_bf(yRhh0JesWi;5Gw
znxJZGBP3P(%2%84NB`DTQ8f}!eKxB3PZ_2BtsSUqb~6y@_e0m~^;&D$;6k9aOF82T
zsSxS2iomZc*O$s`A{W+s_NQ>}h<76TH3heUjpBe+kyCcst?*irzUQvnOhC&awF-wC
zCXv}{?B>K$Be~;HvL>v_(FSoT9-lhiekL3JC~`_R+A(5tnMQRhQza1APdfWtXt*>1
zeTfbBzKSf+xg;@c->oQ*|K9NOmfbq@WZ5YLYQblx{Q*Y}xJUqyt#UL2B@8M4Rx_<|
zmLv)g?sKKFSDj6u&R?2XdEbCC^bvSM1CeDDLKXz8PR-NPi+9Y(IVv(i2WQ);G`@*5
zMK;7A^Y8+VSzEPp9Sy|1)IbZlaN!&#5rnJUxK0gOR?_EEP;f@)doZg1v0FCUIN1Kx
zpXV`a*)oYftgjb;>#4~)Zz*h}Q;YGA9H_X{>rxQbpT1t10^=r1&S60KE<^(5%wd!d
zo+reGf!BriVt@OM;SL&(XvtLv;`Y!i5#F6d2U1(1_U@^B6OLhcDfIc<?*4{JaCzid
z5O51ZU~LTqlVFys*~V4;i{09FqW#u+rQY(ctG%vhXj(FZiw?JE<idDuS=47k$Vwq4
zFV`61yyAmw=*XIcwVD;si3O?6>f*i6i!T~7cJ<we>ZxUBHoR^+)R>0E!AV`W8{(YO
z)9RIb<%ty^q!0)|ed3`$!if0e8eyWpg;`B9!-Ovn|A2VJzx4@zEzdA82h0ZXTs{hN
zT%+-dk9XR=BjxWtW^z4^x>C{G#{Gt)HeG@wQ}j_3>_TMx=~)9s?};x@Cz3ck32MP;
zANb5IAF5+Q{Y%-Xs!^W9L2ktzA{s7@{}D$Gi#GXXY5<J2RG~Sr3HVzORe32p&;s!w
zW$jm46sGjfa(fpl2una;>p%q7+W7hIfU~o}!qT22>{WxRM)w)FY~R|AKx!|Iq_xyj
zneR$g#Dq#f*+5BwHaVb#w7LkSwTPTio=5o#u_*3Bcux>HwkhM;QG!fgGdSdXS^7=@
zor;wK*LS`6v1I>T%v13f$t?c|+-LQPv)<h~5SJdg0ANrdre#Cv+n9pdyo?}>xK%^V
zsLIrZAv=cU0N3r~lj{KQWZ|p8h)X2@*Cz$5Ou|{skOLQPhlyP;aO(x52GHy<t)bUo
zb7kVF@_BHv)^U6FJdguS_)E>`1I}<Nf-d`0t5<--n(};M`$B<WB>|;#INY{l5VJ(3
zZ`yGr1HqCDf2=Q&r)4qWm{vvclL8b&F6`dMI?&O~^4_NH47xvmXqG@eCou3(T<P-@
zWFi?Ac<wr2t$>*V%)J9VjXQ_61W|L(JT>MWvwRkxD~;OzN6&pkHK21Ek}qu5_G6jp
zL)PY?K>u|(pefeYg*%{SL!`xP^U8carL{R+KY4}u8$WFfG=h<cg=>jhm{6k!h%6F1
zXg%j9BPHcW{2(|_bCj-8oPL4clG)hZb(^0iTa?*l!LMr>)=cD01InrPryiM-Uj%9x
zpW7ALj}lMFyf2-l@S9#({Z>_OHIh;fNp09a-~WQ4W;B({m6^}Qg<3X5nBTjaJCP6%
zq|CI6>=#(rbk%`a0_WRsCgK%iZU<t!{DGR$F<~_Hl~7+NMRx8piX6$Vch8F&JlAJ@
zGleNz1FKTeZj6gX)E%Ro!;{kyGrM2vamJ8qTQ=S7*}F6K(~h^S1?#t;_^7=F8+0y>
zo*{)JG~bKua%u(Er?S9a>AEiNM_u5*i%6_gir&H%&=Wd>&W)et5PC&t$!-H9hW-j3
z`!SawV(+o#hK{R*$)J_m_bG8=kA~-R9y<5?;hRo0^^DGqQ^81YPuRb-3r37Ve79$`
zq@M{+x@J=-kZauce`Y1A!=IG|I+M+t%VR$Iyf7(wuIykpy%P@QBQp<ICJL*m5)-Pa
z6Y;boY};rkj<taeyBV$LB)UZXh}iEYFUv9GQ1Jk#L&wv`3gaAR*c-1x2$$Ej)0EBM
zAGi8Cy@*!!^%^6`+9Y;HwrejF7pCc$Wrz0ULqE7edchekU)w%E0&B}VF!$}-yyH@`
zh1mjM&;Urh+;01ahBdy<*KG8>?b@Fr!i2NGRcj9Ey~f&S>f_S`-d2Bm@5qcAbbYaJ
zwXCr-ZI}xEJEpUHWF~AQ$ZlNAF6__3b%NY-<>hKDvlcqyJb`d&mh9V(`||i=E2OII
z*PGR6D4Gd6t`KKHml^Rj0=IB4-K^*Zd_^s@1%b;sM&vB(ZtK41d8=vO|K6%@`Dr^N
z>{+=5up{46(?TQr;Lp!-^1$HyZ&!>3&er1}EAEDFc#91MOZVg7zK6E*dE9im<1cxB
zJj=eQxpI1UyVUyqg&&Tz!}tp0Sd8gczwgV}_Y$`<czyL`!>w+#NDCS&2KkJ|Q);<T
zbI;Sc+T-76rni=NWcC9nj}gZ`{R9_`b3`#OaTlk0x-XVK#ayW=+8r`pJ|Zt4p+CDj
zl*i!>RwAHWp~>>fX#6fJ%_)!f$l`8JswDK8UFM_mW8`m2<!nZD<9&-_i7z1M;n_Lz
zo>R*O5&8xHkgC04<Gc43As4^zw}OA_*cIMye(yQ%VQh_$VB9Q_H~V$J2?trBicAc7
zba-7A8-C;QFLkGQ+2jzTia3UTTFM)y|7`wM5Kjm6XMoD!mvyJtmHdKQP8lNy?4RES
z+ko@_ZO`f`Ei;<w5AwPrvwQ8!sWM09?SGEs5!mv&X1_!!5fz;O6?pdMwqW0O>?thN
zs+V5zT0oi~d`gZ=WfbTMj4<5J-yq-m6)3&fO%aWv-RfuD7n70)?=~<>2bP}<JrnP0
z?YjQKat)l`fL8p13Fn@GdeN!$R$$!or9XcAP7PtqSd3pvgP}OR$akUNb01m*EatEK
zEq~txCI`5k!_HRgbWVNdf~5TA<EZ+}G{}{jM=`c&bIXGXMlOhrf4neC{%J7D=)TyB
zeb{B)zGJ(r^4WYhm}KZh?yeWnra)vJdCQ#}u}Py9)>X&H8<A0Jx%H_=kuOJcU%HYn
zLR5V%tzuqe5$4K|B@>%61sVsZG)y1cECO8Ya;afAuZ>90CC2B*7o#uUFV=5fE;CqY
zSuB#+V85#Mdr!H-z7QVEcnix#ag6l(RDbVJSZmy4ao+F?Vq5-w$mrTqpYyoq`%Ogt
z!h7sz0dk^AUdP*b#!a2MyT3WNx4%haNP7&H{^*4lDR8-oq3Q;IQX}Ub;#z3c1ET2o
zR7W9`a7Qgt*hgx?&?-9cgEUhPTOr<P@%aNt!85k&YNg4755+$=lcE{H+{pfQbY&Sf
zY<thOAPLM&en}9*?TSk9mknDiqZk6aNI~6w%y>#m#T?&%fIZBEjJ2l~r!N&H-uJcB
z<})KJk2fqmJ4iI*xD2+HT$a1Ejm<En+y_8xT|u4xA7lt+AH?tm!gp<(vUVP;U9%4j
zYtVaslo5?zU;4KDZ7{B3TOgJJb%0!I?fm(4_i@l$lJAY8_A1gW0qrbGi$sKDYyLld
zuYDh#6Pg69FPHCT+P)ag%}M@Mgo8gKVeuS>I0(@U9$)+C$}&oeAqDQ_TN;)=Fb}~I
zk3`>C2EiR0aV$wsLdIg882oGBcUM?V<>x=;VK3`lRjwm6%NiM?znpJiXQYY|qCX5s
z+!#%FnCv?cy(8gWR~-kR1<eVDSi0~_F+BOnb!^<hAG(aO;gPzp7tVRZRFLfH8kWz}
z6ExuyWoxssufy?X8Gk~SbB0Dl?qOkLZ)%7nx^aOgi@~n(S_=JFAImxS1~GE)*C|5S
z?aa7$Bz{rz0!1gP9i)VYm#dtQQx0#qFK9wK+g_YF*bQ}8?=W^Ha7w9}t-TVfCdeYl
z<cSvJdl#f3s+@GZTEpI+|9spt#ITU5Bw7MfZsF&Fm6zPf>9KimSg63oyuGg7wBput
zA^tkNiN=9f1V`S#Go<V3JGTuD{rxCc!(*46g)zT-N;8`?ZfV8ut&DgM5>=G$u4>Ar
z2UFaQ*cQ5z-)&qF;xqJc&<69I$+VT^8jWG64%EJ}LKWS)i4ADYI+7RL6T9}+`L*vp
zQ6<1DbY=Qj;@4Mt^X0{&w6q^(jM-M6&war9hnY*Miv5CCyFG>K7i&ySYCk%*BTje_
zg7$&Hi2CZui>9rlC}-7tb^~n>1IR#<V!xX#{5`q2J=I<j4r9I>=t~+>>z&J=V=;)+
z`KuKjxznG>9L_1Rr(+74HDYJI!(;RBEzZR}%Z%0-&lx=pARWoLk7dJ^K=0KcS^tFl
z`6ki>x-q6D8%m6iFZz`0VI71nL^*;K6#BS<v+*_=?-kchF8g*-JU2%dNK6)8I(Nft
z9zrL@y;h^_p_pXPbQOq7<H6H0Uxds_BL2}JK%v{tg`V>or{Q#9^n3YqtDS7h3wuT#
z@cFV1FWrU|`@O`r#wSw(O|TX}H@NIh7q5_Eqt-7j9UZmXZ$>uKc!5>^u6+o)0VDi8
zqOKJ$$8~+Q_~kX-lELkohz`DX05%4rd$(8YZ+O<S#9l!kR}P<s7MO`*UY`4WYPyIp
zzUSsh(P2~YdZ>dBYwi)@L%HR^ZF&3PvppaISWSwX!J0(6>_oT+RssU7np4wEV+w={
zbN5OUuZYe}%DkeCAlPF2dC7uB1B%>Z79f2!bhOU-k&)QcbKWhk>r*DqE857N!Fs|D
z))@}N?P7)fyp;Be_r)1GZ(}Si$#dQWc&0qqW{Oc<40inSl}FI%EA3Wq2bjn#6s*KO
zo-w0~Cc&$zNbR{|xn)6KI2jTe+cl<8;nMy)K_qTiEA9RBM4oW7C)q#!6<=B=4u4@R
zYCFJPt62W@c+FsoRW9VT=?UiN`J@p~V`V0>@y+d^=-q(BQV}^GaV3s;hHM(o7Zlvd
zQfSO~*CaChA8i?9Hza5G_nFPTzYm8j^kg2dgEkGagP)`_yIEyre98}BB&v+|NTi0H
z4!@7kr9WAr=Iw4tI1A>~cnl1`i9AwQvl;JAs@!msjd>mS0)u(HTH$7-2;vSz;Ak~3
zfY7hp5QHHRoKMs$l@0kKxK$dWMRDnHyQ`=}pNKP<F`5h9s~*jg%P;+6Hj^E)Vj@_R
z8XyXl5ZU>~*J>J>Xc^@n>~lmvoMVxnq=^e}ft<oT%ZrFE3F8eC+eCUXy~LEh*UBm(
z<jjH(>Bbv%jR_eeVlslyYc%Ns6jqVPjF-k@r;k}GuV(W6i2EL%$X9!1em_~%fHZ{t
z1QeC#q8yDm4z}eYE|&@uF73-?wAF_v*?tzgzt<Qq<ug7#SpE(h2ymUe_`StoBDPlk
zWlt;W`{8UlpS`%t2Yn_S{}<6j^-j)?OvYm1;;6<dy~u7-Wt;F!@Ki~uL(!~B_7g=M
zd;L7Tp(6Lxq%nF0gT)=;0J<j+VsA`$9Fw;%7rw6V(I}IJ<iNe}DPZmy9&a-#tilIk
zInJA6ylxK0L?OoKwyP5Bo7EB^G^T@5@X;Aqo-0XIM}ePvZ%mZra}Oz_Jx91l5z9-D
zw}vDhPud5x$r(GpxM~-zDy#hr@GOe6F_}4f7|tFBep8Np(`EAXQE?EFZkv*F#4kJ8
zx~f4G$J42Fh1U^<A%=>vU^!r5MwRAW1hzfr3F^4z;`KKLIK~I<sA)#(aalIgSjY#Z
z`4-B)4mwx|shBYV1GXb)^1v_bZ^F!c)uq$innX4#lgwi=Gm*ggL7guWw#8CeZoHZP
z9`qx!37BNoT-cb2bmt_J1Fr{+*$ip+VpB)RJ7c}yr76d5*r<ofEo_j4*>e&x$t7gY
z+`O(XPTy%Hut0AYvQ3pBq%&3FEL84(L8O7K|K+<+^+?fKkCB(Asbl%YK!TZ{xY4Y_
zCo)aX!%ckI)KUA>BnxK=GZvLPvzw9QrDP79!XNs9SMS4voIAYz-2*OG)r#JxT^hJP
z>brPjVbT+5`K7Im!v7P<GmWErb#|aEzWD3bgWt_FtxnE#DTIt1DyPgEpCZ|a*ZABM
z!_>x?%{omj&R$xM<y;%Mjxx)|i2k_Wo9sTui7$mNt-WcKX}UNPxl?50_jyW5^t{aQ
z$hDclr7{3=`#{IA#R&&XB_;;pOO0AM!p!d<r{LpdQlg&($6kJ0Rss!$2gtLX#o!jk
zDWIA>SpHhurUI7zXP<P@qPV5pB3B#m1CJ6u(+KrfXS!rRRygP#t}Jw*4u@+YW;);u
zGmB7-2qp(?q@H&%-df3S6G`|!$s%mMC#3pqf`Wg-LVQ#byM+29k5I{^6R-PQ;h^9u
z;rmkJqq-;iUS)-T5=~i9nzdGMB%T8ZDM6;A=7?nMIfhd=xQ{a9pDD*XB2f?K9LQ2;
zfCUO>_Rt^S0=2A)Q>+M4N=+?G_dW|({PYrilR{EShCeam&{lPcU$=+R0cYmaf8C31
z#N~Zn)+y}}PsrE|dGi_4y{|A}Wu7XVz;j6ORqlyHb9xsO={ut)Ce%CG9E|s~2HT|R
zC$9WiNB0HX5#Hu2uFV(<wjBgSs`1KADpOGU#CEp})U(y8O*lRqUeX02h*uy*_{w9%
z=Y_en?|6OPZPE-;DGI7;JbaNRyJ;xezK$BGqfta{a%7UeMLBb@$8xCT1dDEUjN|uQ
zMrVq!w)#{^tYoXI7ODP?{b;LrtAG8s@|J%GYFDMrlnw@=2vaFCC6Qw_`Fx|AbCq6y
z;7-;W^-JcP^9|0;7>~x2U4m>H26bU95J3svw=M_Q7ZYTKXGj~R@b8GxRu!{T+B?xs
z?v(uCQkvVBu00xSDdnJp76-8sYES>SE$*pp8;%b;xz{kiyRUtN@Hn=D>{~Iio_)jZ
z`ToSy-`6y3K?u|T4w{F_*9ndAf9TqbZ|UnQ;oo^bqng*=JE;h4(e<bh-q%U91Wvs~
z$$FL(?GA>&-`9%GZwfP7%|Ty1zJA)($HaxzirS-+w4tV`gu;b|_5dX#ayG0a*kdYe
zb0tH*p{#$rOYJijE1nU4B0cp_ZaIl#qcKTVc6!{M#~aFtHlVZIl3)bY4q`EJFUe-v
z;_igOq%m0f&t8v)UpIXteQ4Nsh{wBVD&&wiKTG2?Z88o_siymyP(q~XgSWTF40}YA
z&cjP^@-hN489PCR$rsV7j}w|0gSYN}@WAOPe?2ozEDK2bT*y(c;R}`1ih0q2|9za^
z+#+sug{hz$!wyx}bMo}z{aq%AJ{p*AB9zoTsQzhd%9AmG*Nua5s4K|gsPVyzQ0LCq
zxCMleH-5*%?mVWU1Yg^Om0z!}pj62$w~gPOeyqQ+SF{Lf%frIZ#!DFqQi5!ux<*6J
z>b$M!P*5u1W1N(D$|(0N#j~0tXjYN#4dy2Uk}`N~`B_*MsDs33Ve>2d=8*%Ey%F_6
zc;GV>9JOH9fut-fLP>AT%U5U+6hF*Ab86PmY}Qeq%LvmEq9nb-LPr6%P*E2AfxmYG
zyU>AM|NF$7FrL2OSkLhHKK@TLABF#AU142OL59DRm;QC?)4$A){NLs(@jnv%uWJvR
zx|_8Ug<ACfUhN{0VnsMC^C}P)oRn&;qWE;k(B(2E`Ie@ComI{F;(0D|9WNmny@C7F
zgXIf;+*}0e5#u)Ujr-#<$(#M%rJkGXef#gyzmF6?cDnamT@IeH9*d8`;cscktM@UE
z@6msY#QWil>)ndD0sqMCxbbcGzl_|MaSC`xnBe6$(8emho^_aTss4PDyPn+rMw;Ny
zGQ@}DSbvrwz9_eCrqx6TmLWd&3;+%H=1%pzr-#_<_E%9C6>DOB|LrQOGXioIOut6K
zDw$+#3zgylmLWFQm%Wr&WYs;6CLWU{hgR4i1CQ<9lrYL|eP;eFL(J3(EJNHC*UEqX
zcNt=jea^Hij66B{A=XOSD(d^5+hIAjt<KH;!PDy2yK%PDN;P+BrM=%Sj-|ik@IJTy
zo@8nNR&0+dOevHY)f?hh6bUo;8@_npoAKKyH!bhouhpAx=2n8|mZGm8n)8smhv6h_
z=aJ>IFForgNPgk+k)D74Hgf&-@ZjsEqsD*%%oU=|H*+hHAD=cZcgAwGo<6)jH*?oc
zep`Yv82i>7F9O3do3L6}z_t0^9W<kgPzFR?Ndda?W8U}Y7E0qF;p1X3&|VosFti`f
zlE`vuj6)lA<t`X^Q_k7++H4{sg)Cn&`9u!Cmci^(SPqi*-wMl<O#iOcQ-!it99Z#V
zdLs>Nlk;gYBX!&V)D2k9mciyd)q`mcQQ20%9i6F4A6v(1UDX85pL}#h&ToKabA$a#
zCsLl?Jx!p9G3{@AcOezex;;3Zo8n;^0v4Ik2^5ScmafNQ12KnPxqp~SR{a>a`qY)C
zQ6Lja);jo8RXO`zlV%B8VrGK`5tvUbo3Ub^nF56VrA@tcMSRoYwk?{W|E3sEA0t$C
z_{}Dxy}ZrLD>;!ii0*{~>fXpMM**i<O8q_=9iOBj3zSn`%JWBtU3+q8`~yQ>&bFly
zv_8I*Hx<$``W+k{swiq^QrvtU4sCv#Xz2t;rZGmvK?B!`m{#Z|$?6ixMC}1>2a{J8
zCLmdd<)^-%4JG8)e=6iMh_r)~_owzf;}Y5wcItj`$}ZT#3{R7l2lIzebs|Z0I-N6Q
zCHI8{gyprsqQSjEE}x|0&==g9-|Cm74d#DT<d!kSxVNu`Sd7LLKXp}WObGimU3Nis
zA%Ztcn#&xBI~Pr)Ws$0b?5RMp4h$%9VTIzUi@yz5OIvPH&6>I34xwyhmu%<dec17&
zgxDNj&l3@cFaR~A*27c1JgJo|?!+c%dRdhS=A%r>JcHn|Ua*bDUPP+i8xy*PZ3==`
z{!>Dta=3hXh1!7z-|2hhfsN2cUs?K2Y1{8t#9FwF=828&Q;BI(XlZD{VOn^qACiRW
zWpVMZHDg*7PzH*}3pRX3lBphVzqU-{;=B(}q{lS%flsxTo-iz$4P|aBcv=R{ua^j>
z6_fg&mVOy6o@cS9!e0KW{?^@=lMxbwnL0*yHcvpm`nD#<NSz=K6d*?(u;l}+Gx4^p
z7XPJ~bRwrN#WzQKC82MiYMa~|gD-sFW$drlF!AG$oC;xkx??wOyQ{}X!JeK6#k}-N
z%)6ayQ)61K?-d6ZNTmZ}%1x<L!)EZf8(;SX=eCPTEZtvY6c;vR_aWFH5H^yCdOyBl
z^bVKBY=HZ!AY~0~S-WC+)$*aJ0!U1}tgwFFUff1XP23f11A0tQSvu7lUB2}+jrz|`
z2^V9*+F^A1aHH!_>uh2nf_L;xYflJiqAY)tl7vS;pLqBDL#pJ3C8pvK`hv<HCc)xr
z_)j!J)X$t6&1)LIgTHZRnz+CDcYEo@@((0ue8vlWl2EKP5FpqTIuA*HLxQn`c`p>7
zhsxh6H3MOc^=r#@JBXCRrL7?SFhEXlc_rw*b+>e`sccCAJCk@PS2{q_erD{s`S{Y7
zkL8*J3ekPicjT}ANk1(!Hjs`DV?8Y0O1{E@QO}ID`a$WY5q&-RaQ*Uw=fh|+U+u$}
zD6TjhnJs#H*t#c44=YZ)I<>mEUUzBJTl)v!D#0DTn6Ob%Igq7Y7Vh9a8Fw7q++FFY
ziRs@6`E~JW`t`Ar@sy^dw7K!8$~m+XjMcoiQrOq8Cp|a4XFF4VxmR7`btK3j?bLDf
zKJ!(GNC>lh)mr&&J#<KU7&Lr}#`AObiG$Us>i2J8%U4%dwC5yYKP!vQR8GmJ&7}{i
zrwCd;l8aVZgZ!r*O7*;(CsT4;O)^55rw1nIo_sm5x>u3tk1mNN|H)1H95!Vwg!M(M
zRc~!mrT*qqQ=1lZ5zSj|8luJ`L1=)}woZD$jU&756r1UIf`K>EInfIJ>Khp-StnLK
zY-3*{ZdY<Hxp+RhxIZ<p-T@`{^FzCKJeCPFoex7{A06_V2V$>3?xEU?TcsYXqfevj
zN`0ioJl+X!%&4>TabcTk6lDxAGo;vg9T{eiCXPN&CtJy#J9oBwq%)H&Qu!+!RQWRd
z<=N}yS{X4hW&0k<MhZhW%yG!7p}Lg|n`F~|71eL-c`uMd&L~<0Z_cfH$<eTm6-u%E
zsq7`aipC(!c+0_#1#L@P-_APR`7VG9Srx1~=NkC2NE0sgA>&tuRdpJJ_>d4f-6p#?
zcv;}bQg6)D(%l;4jBmOvhHz!<%GZ{{DDs)_%u+8URSvJ+?HG#}*dKVR@?zAcV!{1}
zp1$wjq{`e*<HpHKuCrfSnkkpWovo4_1~bYXh3W&<pn|YpT*g*XLFt~B)ni-jx;<WM
z?`ONbRritC6t?PaCAvRNG7dF2McC6n5&O5ly)HVNo#!`QFnDs?r8XLdL0T9)Tk}i^
z%{*P#_+F4i%P3Y;NhgWgP%E0zb()XFvUi`W;Mw!n{S(8RYk0R(0atfttiQ=DQR0tP
zeE!Eq&!2Uj|6{)Q{~zuFn2`PdzS{HOY39Jv%KyIF^WU}?u>Dtr_&dKG*!V9Z#Q()=
z&%%G2XTX{Nvk)Qj@AvxOgb1bQuz-IfB0i$fn_0=c$Dhg&A^*`N?f=w7t@HqZAu!0G
z3TAG`9?x}su(b7#Sm?go<x3_!K#hDE7WyK%B#VNim9VkX6p$fK022bo^M<B&Pn@Al
z<xx3-nO(JW)vIyK0?gs7pRx6cJ7^I^foD_;nO4)hc77GEN^7Fef(BCIOy<d)7DDMu
z(R{?kZ=ZZ;eIwAL|Jlr}`BTxxJNFdf$(8sKB=>7{Ql9?2T(Cn(@8fT?ALMLw#tP+?
z6|G}n>NRF;jFhrosxIqN?HXI#TKhR|$6TA<PGbDb;s1NP_`e_hPb7fIzmov}?Xmp_
ztTB6k4`38PEC8$lAR7SD0H_*(Xz>r-0Pq?Bg#oY_0A~T%8h~g4_zZyL08kGAHvym-
z0B`}Q6aYg3Knj4i0f-g=SOEwafQA7O5CEM4_!|J!0ALFMX8|Y~fLQ@h7y#n{5E%eK
z0oV=zy8(b301yGd9e~;aI1+$I0eB7oukjDi0bm#Z;2r=60k97M&;jrr05kz89DrW|
za1ek30eBPu9|2$#0P7JM83|YxeSLk$$H#zW0k9zeUIAzl03`t+8-Q`~k8be~m64N^
z1Lzh2y8&<?07d~A7XW7gAQAvE0azITAp&3*096419ROQlZEX$MBLH>*cp!0cae(8|
z-Q5ic8-UjVm=XY~0Z<zNkpYkt04nm2zX3=TfH(ng6O@#c07C(&6oB}_#l;2a830U?
zot+JE8G!f!&?10|AtojU2qC_{z5vh>9v%+3ADWt)fS3XJApjBr7##p(0zejk90L4z
zp{c0}kS?5@oB-Sd&_V#+0zgr`y}i@Y(f|+SuK;58kDCFo7ywiPP#yrX0Z=D^wgF%u
z02l&j8*XlHg@uLG)YJwB1^^7=;^G4MBmg!7ASWFi9e{ZPcpw1B0oWP<0|MYD0EYtb
zBeb-%b8~ZJV`G4+0vH+qMFQX?0Db~cCs9#R0O$eeC;;vOFf4%00stuhZ1NAiQdwCE
z044yd0+1j8JOW@TFc^%Hkr8k?0GtFsKLD}=z(W8j1wdK=)CC|!0Q3V;Q0nUH0Ouqi
zAOHY80G0$0KL!T}7Z(>12t-Xy&Ct+LX=!OgLql6zTT4sJ<>e(HlVoIMbai!&j*gz5
zp6>4MPEAcsOiY}gpKoq%&dkg#FE7u}&wu^;b#-<1@bK`*k01XfBmJjbB>ZQw`2Q$q
zb;Sf2{uW0-VWlhfh~aM@`<I@k$iH(o5C1Mr|Gy#|BLC8J{ZGiozeW51hHN|%5*7WQ
zkPUtzzW)nkBgl;SOUET5r63H%p;}p?m!?J}NLWl#W!6QKZmED{^391m4g=h*PgrVK
zjWrNKTE*_f_KCf-h4j#EmZ>6rjrL%9>Co|JwsCwJd%5SC)SkWT?E4;L=Q<TAqf82=
zNB;NMnST7K6kh_3jwOx*?YMD?8Rg*EL`+X&2>;~+wumKh@Czv-WLVA<Ct5df&-;9A
zm`q75wgkh}#!&dk64~`aV6}28D^|h#Xde_2Q}-yrlk+0~M<^@O&)enpq_j&^-bN0L
zen?{2O@KyXqMho#Wo%<LWZRf3>|xTlrU_I`Ex%>UmXt~;iT&;IXy;t&JOQf9u98Z`
zjOL-mm`UJom!_QBgM~E-@gUrNMHdMsNrr~th-xSjWMX0T^Wal5(NlaLlRqp6Rdvd3
zFYu)m#0c)1_Bw(E4XEf)JN?btyl*Xi>71lB*t96wNgb!KWYO~~7^)ie4<u*Iv-#}g
zuvN96WS>8h$^KQ*=byqt%=+$3Tf)H#4@e$K%%qKs;AH!_)ESKg0jVQX1WG_Tvyw1W
zSP{6ULUs&8*tE@}gJTTV!B+$*UpG}!4|p~YL^b3hH^x8qlFY<+RhOPkXgWNws<m!l
zQ`=M92@M#vSIy-f=-hk3fW+8&tZ{qOd7u`zLcLTT+ZjFFQ-a+y8Ilcwbo{e3lSLzM
ztAUq2!hN1hO!F=5E{_+|eq<U)C};;Yk|w9#?l@+Yn?R5nNg~aDN<G1*f~D5J%@O+M
z^IaZZkX-Zb9$PW)RhPm*YSew`+}N*}S$`suEu+z=gY8m8g60X$z8|Ef(*J~og{;{f
zsT+n85Jf0TSBtsqK{7*$h$238UELoY#kIASWCHn?oC_D1=Ki!up&lI*Gco9*d61Vo
zAY_-iQQ+5oB9njE>u(L4DsSq$`E3Ssj29S`>SjwSyg3aq%F4^@&GYi_$&{7+gC=v+
zISuPj8LYTb%-iWwtt~zUO@0ZvB<Xqo9=jZ=LDcG&f<=N*c;EHBZ%U#1^kd!kB=aAM
z{8G;<ZPfcrRpGA!&-X{AD+OkAgq;nmT5gqASBh#I1qT}qKDfpEwXz2jPww*pEkvh-
zEGxoi=SLBaEMjNMs%gLkRhQRE$#hpHvJW3+cag`0qAnyhsHob4hH*8xU(nagSMns9
zwR4UweUCo=T@aJcC{JeCpsIU&l#LPFQK?!g`-*^&euGQ#9R}+Y_Bj4M5w_R<u0$%S
zaZ3|N0mB8~3a9sH+aB$xdK8Ca(rq2%2|jLymcLLq8gV^gG7e-;;k4j7`JuY-hS-7P
zhS4TETzGx!&D6%Gpg?w#EEa>QzKyyrm7b!MThnZsj*enEhoKuk)lUUg4qvF|tE$zT
z-`q&IU*%)D>8F<x;T>OWRiz*=D;I9xLS>b%CdnEL<R@%y%$ekq_s>5E7aP>iRI@$J
zE>)=M!;{oe%hhIaqcmH5v88A6$dO3gj_nkx^!sZ4&XMX9$c?y0g>T4M?YpoVEViK0
zp8GmoNTvSX#y#BpS<we(t=KxM?B}O^#FV4r-5qg~w@qsT0p7pgs9+6HK(yNi0aNvT
zpkbwP!aG4zgB)CXpX|YdzNn%hPVjlPLk+kT@ivWHd(9mB=3|4Dx39<%YTAk&2Z1Ka
z9jAdtyy{k`%9E_#?TNDS_?zFQW`$q$*O?Vr?M#!A5XyjhX$gH53w89oi1Z1L&p!ry
zqC38Z5zu=ugkwsNMCZ$*Y3)=HR|ctl+Q;1+-1E_o;(RJ;t{r2A9$v6DC^p!BTwgt1
z%?LVpgl3;T0r?Ui4`rb)2$6r_Wgx{b&a5iyQ9N8^9vM($Zu=y9Gp$^eNi!HWvH<$9
z(H@T)<Nixysglx|&!9g1&b@xpAZw$hGomd*b3)N(dzX-?!kd(`TSp1nh$&tx<j_o3
zFIznSj3n<gpo$H?j&~PK%<_VVeF<GYwot9?fYf(PTqK?|DkR`R)jLYq5d4!K%q1L}
ziZ2Z>)B@no)OPN5+2SQ5y+^^Zt;9JG4jV148!>`@!Vm$pp$%USx5K=ibXMFx?L>PO
zYuubE70mXuXQPdA`3-^V9IW(I*%<VuE>zCG-qHKv@R+s8M0DrSeubV$Ng#u0$3CZh
z^Gh{{si<)xOpinoUX!FL?l_r7+z}WHb1C%&&1Q44bs@J}<=naoNAkxxrwWp}g2HKi
z+K`GI`EmplGZbaS&nNkqcFE#64YSbkG~A>Uy?;i3K68a46lFYMES1Y%6E;uCN9~Lv
z|H<0_<xcQvM;J$K%V(^oW2x1WRPVwF5~)utP}D_b6QF_hk60_6Yl6u-viyFn&|Ils
z2z9mA9@QB)rfa0)vCs@&7a18z>QKi(()lo&l*+3=IB^g#rWk*Hy6Y$(62{~Fk!EPP
zUZU_;adN{kDez&MbuufWpMi)v^4#xTL1mm+6zqGL#ynJ8hE70`vHlxoA}u;b7P=rk
z3M+zTC5t``H&$GOuV9ZNrnK(esqv0gzNdq(_t=rGR3WxtWfZ@`#KJ|@=FE3F+9qnh
zJ)MWc8}IC5t9N0pWSg7J;|{vDLcJp*vqtAzGLglc95agA<|`wV9%O1<d#o>vgUYa_
z&}%Ut-(@|eAj6eJg!I0Zv~!R%_an;%p@454K2?TNgp$Yv_Ye%BycLkqcxJuXI58N!
z){8TlJWaBMBUq-G@*#zQYsUB?$Z1@bTI`8Zy1MqD57wz=he>nhX-p$kT3uc7=f;jv
z@4^g~z)6-(%u$<wIg7Dxi$TTJ1&YLCNvh#A)ejt39JMhL3Ab0OT4va3_KLEKYG)qF
z6Q6c4eQISoKzgFY5$FzKUtERx69>FXA72v*SJ9*(mSP>xzkWk&r}ikwN~tq1L_WbG
zMV#hqBVUk|oJ}c<%|kV4CC;aT^fbx>b)U#)Iag>1EiA&1R4G^h>FFx(vu^y$p1bcu
zq*eRtDvE^Y?K$L^ou{H;S%zO>;ye$G_$TW(d?p8eg<sXYX8C}3xsB#O>Um9dG`^M!
z4eb=<Y;s>ALNj<A=$7al-B1?$lgBFai}u9TFjrc^2*llK$lC{%9Wvp}?<v3YumCCZ
z%nGLZGb3pVt@~vl-Vo8m_N-GrJNkl7q7!WuHBRs8(-q*~BI8W&>`^FC#%&|4)v}(7
z@~p|rviWq8(iq8|a|SGdwf6|}KYj?yFyNz*b~;sR2PsZ%l*Tipc6|73f1*hI_SYl!
zWa}U*2X*yTV=|4gqo#tPE`~)e?I=FVig0D+=2>VZdun%)oGV#~LCzC$TkaI&$j@0#
z_fi+xi}yJ+Pe;l-CbwB?eW_oLVy-x<6ZEq9k9m!pJRM=D8C9^PQKVJMqxB2xnr5u8
zo}waXwW^iZKUH?WRkqEY_*4|@ege|kqvCu!NUV_}av^Q<<7FvRfs&ocSgZPkvDhNh
zPH-2F$PF|0^CZmjCsp`cMeKS&@!Xv#Tp_6zq`ov)ARwezt91Fzzoc5q>^7p>2McxF
z6@&4?ZB0JxbIVS0hepeGaHsXXcv5Az+r-ew)A@dkwg6#P;xdHZ0;ys?1WG<AkF67C
zYiL$^%2g^pFKgeEz&^=6SEsBn`{uj@&s>1>+1G-PuOeTAP8tIvvdQEA4`pv16<5$a
z3gT|T-5J~mm!QGjH9!b%gL`mycbDMq5_E94;O@aaK(dqX+uxo&=j}V^?ff~nZ*_H5
zb=mE%`pb(yLvL~{xJ+B2izCErGvydjoF7#B`^j{#GZ@n84AU2pTfef?J0vyVB8h%}
z$M$51P0VXjDB@g9Y6wU~l{olUZS{{{6~@ixbPq96zSK<S*^ZSYQRb0t+4t5P_M^j=
z>XiagZ3T2JbAg8(0GB$q)ZNn+Prmh^KX3Zuul}qK+Jk1cqQ!vOuM+W<b6ibgVFN{C
z@cmfW(JK!W#XDU!dW`U=O80&BVaQBNn0eiP^gaRcw4vF#5+BUxEjfXDZ>?Sp#sp{z
z4+__`!J|qEXpcsiB<DjmZGAaz+_?h-F}(C+v`f-*sQi`X2-tKYC4}Ja^ZNBX@?b3%
zA~Xs5Aip<%vh0i`9buW>laLVm+ws-~aZ8_&)x~@?l(OvcUe)EZ2qB#ADh<tV@l6d(
z2a{J3Z@5dwW6f#vb48N`SqXS&@j*&N5@ybS$Jo$CCc7~OB!im<76xqvI<=7Vj`6<2
z!5K|Mr857}N#9A<6jnJGj-uqgCM$caRLej?Hl7HYf%3LaKuhz4lC0sgvYRtErBc*!
z)AD(+YE-S049}OcTRxw^_9Y<lQakXz3k<n6U+5O~*fqlBzLK1t-6_d{%ld;lN4tRe
zV}?#Q>CJA=bH%T!*7UO41u+-jo}swP1mLc$nLVDA7X^-8kxvOMOI3?J$1(t}iV#_J
zK-9$7UPWkpzMDC0SbE9PZ7Mp(WWz@!#Q#FC=Es=E`nm`eQ{D6Br-n&#Rj)dMn!wQ}
z5K()+I_sBg=l52ZvWijArjV)vhi0<e<mrjVQrFGgLHorV+}FBo^+;yc9J;0zIe}G$
zj(zlfR>KOtW9mYl|3EKzAqCca;o{SfA~*^SC2BDCF*iyncAG(4ng?dS)iNrjvGv6o
zDr+gls%}+sPe&(v#{)$d(Dde_+!svj*<S{a?_G>t#p51ue|{U)VX)&2xsO9nm+CMN
zO3i$VEVBq~FmpPRamhl$tuUtew#uCvu=%O5Q!F$q*fEz2Sx{(OMddRT6GK+XcU2S;
zB6>1%>W9C`je8O-&D9rlmJVuZl}s7qqU+p*6LDwun6%A0l$obd(wG@u6wYA?mcuG0
zZz^a?i%`>Ms7WkD%uS!2e=|sAi(D;4Rvow`<F@{NIz64SRO6Hk-a|qWbV{$=Prz&V
z!kCq?uCOOAlWablYPA!Rk06p+C=+i<=$a|;6*cI>1Zfxk8|g(*XmsX(ra2z8#vGe@
z_CuFTZurFCMGpyks_)kRhGLYavvHPA4o&Y~DLF*YfT-ay_y}Nk7=QK6%>$aLHrkI5
zX?j-I6)yjv8r5t{cgHeyiDDuRm*fKbe}JpCv<Wg?0de#%Ky2<G65wARF0BF&Ti}6%
zPa4uKKYA?Hjgv_=nf?l9&SF_bI5TO&4apfGRE1THmhd1P(k?zGp)$*l{^I!vGxJ4*
zG4a>=+=s(Q?vQKqQ(}^;5+QUoNRwpD!jH_@6h>lOVeK*W2F?u5Z~3^%W`4s1_xA%5
z&4kbj>{yYPu57u*4h}K1s_P2VZ*kr~70|Z}*#g!^oe!PrP4oy5u*aFFV)0gP_xfUn
zHmv3MyqGPQ7bj!f@rZ2F@YuAuG`^vt5J0j}*36?Mc(kOPCzMLyPz1DBc=+7a`3yhx
z<;SE1z)8QD5tSw(<xD#jori-Ck%T7|bMfZOCC;umVD*lUJNTR{PZO7UOugE@Ea?Mw
z^~g82AijHIUBOUwXhJX5S!AD8{xL)cc7dB5VeCt71xI$|U<^Zw@No}N(@S+&2FfLZ
z()CB8Iyc{^sM!QsMm20fEm{dzy$!D(mY9;Uu4p~r*o+oa70~>`jiAP-#VB-BrldYo
zl{>myr|F61oLmx#0Zbbe7#`~H;_e^yr~PzYi`h1re=FxzNI<FkFIn0sXkhN%wJyg-
zLcgRRXI`IHyiugQxEKgm@xgOGyN;`N^y*Sf!t4fS47&IA6aV)yG9tyr8T9-7j;g)5
zEm^i<_iKh|z&BKRl^OkErbIIKa2~C7?xDI5m9RY@Dv@JWv#g_i`mp8|qT-IbJVIce
zPQ=Ri<wJ68N@?;M>qkc8{FUHxHEsm~Cw<$UWQ^baE9oeX<)`NJB3c?KHlkQLCg|Ax
z5v$eittbn-J7k98;Heao&AC!EyOvq}GBt60Tk{Gdp?~Z{>y^ML=>#491s)>U4`qvY
z_*h=}@gVVum*@p{^965d%<1dqaw=@Qgkfzx;;{b|8MzxE^<H@BZ9TW%$i`b#9f;#y
zl4nLu`304`U;S>IYlSk-=2DCLid%3{L&qXwi)^r}Kahm7Qx;V{fI<A-;4HvX(yOs=
z<{}q};MJT4X<hk9Zn_!ufI#MQC;qi=x!f#<#Qp#gZX>vptA+d4Z`#c?czVFHe#a`P
zvR-vYztaOz&ysahL3B@=7<h(z83rq7VLA<Nz%WBPwa>IWUJ$MpNzYZpA&5r3jVf!D
z`Ow&D!3;x2v?`$V=uUTe;%shsK2W<gn0H7w1SOYJ+o!Ai9qzuwI6zOHS*h4vx4W?C
zKKF5oNMZh#0cvs`wWn3fdd0wg0VTsn^4D)w8Pk<%+7@Kah%VFISX#QJytxwFvyzqe
z<<M9*%F)0)Fm=)@ip89Xh&5JnLM5?rlFcNbJcta81>@s<5hVlw_8;}<s!0C&rRpO?
zG21dh7G(eBOt%<mMRlOzXy_?-;Xo?Agg#PGUb4?vv&xFWJ1Kh9c&rp2ctF$lY@45e
z+TSQ`W8Imv>p~`+kZ^KkI)j2xCSLA}@kiZ`Y1vm-w2<g(wWLOzQx~lWozh<{NvgJw
zW5%x%@D|bG;DmOBsb8M~y0;~CUn_q8v1@=)JG>2J$jB~B?6N`YLl+buRv4RC{Mo~o
z9sOTgNM0XFg?*#m)%=pavqV|H3`J9)Wv;Ct!c(Fur04r`{z*)0lyPZ*mx(Rlr@<v$
z7?$ylxeypfBkNg;{>#VOi|}_`8l(I$kL%%pAWgd$Y)>lbWK0-bXSCN-GcjWSAw!*|
zkayA^WCQ;YfAqmPI~0DH?MAqs;ZT;ybv+r;V3}~z1p_izOQr@jK{i7{e-3L98ZlZ4
zK#(hA!2Ph-Gk)2*f98GF3Ok&kdH{wctLjBtQufP3C%ieALXBh5A2ZsYO_M~h$fxki
zmv6m4fhQ&uEa4)tkjenqu}^kTWxn_%QI9)iR?Z0TQAi1*h(A|i<%hx?d{9V;rGJE(
z&RLdBU9*Y~3FS_rBdE=7&n6DD5OA8t=*h(>nrg-PjmH-uSJ1e8Yg*g0Z=Dp!vK3G6
zqbjqJ7RfD1nz12L9mZ24lg#Y@7TBhcJB&48&{VYm;3*y}<@_n^XvSDdU1ZraO-k=t
zN4UBA9G^qzmvIh5U5`Xj6TcSzK<xJ6NI$DxPE-tcZZ2o`boE07<9HS^b!aYsWP?+$
z_V{vQ$FV!8KY7=HC20DaazF)RQvca1lhy4hTl)`aVJSm7wfFs*ESSs%1ndFS)yze`
z?5u4pAGCm~Ix>3Y0UfRdY{tK63&(S!^X4YbMmx7sb_1=Jt98;j;shNT01ev1U%36i
zOAg@%v=0oSewUfYRtob{<0qpVDy|K<T?V#^1NfB@;S4};XXzkCLdRKk{cBFvDf%p0
z*p7uj{g0%+-F=y8R0XOY05Q(;vEdq}_V<bpT^wO2dc$iPClVdh1yQGW&4=^p0b_0x
zZEPc9xtl}&toF&xl@UY%hW8nx$DxbgRSv4H7)+6oD_3JovuXI1%*+bsgX>wcR0X+&
zLobR-#G1z5!uVgmos`16*P}J1Xj5PG6dUgzcuJZbL5>kW!VF`hL;#?VO(FzD#6@T0
zArcUPU)PW8{J<Cnm<li6&BZwH{4^U83gh@_JM|j(x4LMXYw<+Uc~;iX11Hy`9tPcr
zgHyp&uY)yjAWZ3cNKRZAU&)G$sB*yFy0YD=M$hY_$nc#trGLN`Z^pQyv@BEWX~$Mp
zpdfZutxA<Ym-#TUb>S!Mq*O`FT~MTme*Hs`jLOy~y5^_&uc-@YEZ~fdL#!}z=L9(t
z#s>)%^$+-JAqB`aG%nj!I_}mrIA6V1Nf*rC!FEmX&G(B%`V5}~8SPLid&ZjxSY5dU
zbhomsMQlCnpVCF1<?LhZey#r4(xO$+EDH?d`I8+-)_jnN@!?U+v<uhSsp+@gLd6d~
z>E|CMrTM!GoJlP!Z!Dcqs5l#?Uz79+IN`h|XjSHe1YBVB4uM83$kP14H~>6<S7p7C
zwoq9m{sJQlnxM?b<<wuS;qgWZsUMuzNjEKEJIwI&=Ey%XZ(mh<N_zh`G+6qn`P-kr
z4)eR_fW?wpF;ebG<<w8LDT@z6sr+V`N}aW4$wOHzbL9$~&<SYnRJj#gwp~f%ft#zg
ztz8LJaPqCIR=TR5?bj`#cvqS%hCg3J;l|#zmVOls7%L2L)zI0PRCkCAg~AyfjLkOz
zQ2m40Bjj@Ai2Ycrdy=>XJoiv|;5b5;$kR(YV@P8NgeSm3{z;$59~DZo$58|cu=#b7
zci>F>QS+NhWNZXKehq;WoM`eE1d>6cdR!Sl2eaO}OY3Oh^mu3dhKUBKq<;9y-TXKw
z_(nohajPH2i(E!Gc$8X-*p)#QlHNS-Jt6P<!wNTQ&k?AG;%Xq&|J^9dP8;J(3KVbV
zP*;5)`&S{M##t?0e0nRlBx4PGe~BBT;j|!_^|BJ%B_8vw87(gH@{$OK5e-09eU>iS
zM8QJ8IWN7>oOgOs@S!x=z+QjMw}M)_Dj}@Y%JeB#4xPX0B0?{nTRwn%HspMtG-l`<
zms-dvok$n1LVYlXXthMm9X`YNQ4CY7MsJuN;_5uZSdh$+g-xwW8}C3Ls$_!B`nJuD
z)I6=0Rg0RsM-af75M>dUjwJ;O3a7rl@3X<QYRFtkV+b68#Vl`)v;Kf#nnOA{gJdto
z`7ZUdLIh%$J9BF0*ROPMLnQOrFHKrm=6)Y)kQOuvaKw)@9oc>-((b6kKq>YO1Px_s
z78J^SP=0}W&jR1`l*iJ$FlF58&ncvYiOD#|7Xf&I&+T^mw%wd?rk5<XgOTR?tH6r;
zg~o5#jCOY=$I;WVWmaZ|a8NM#_=_cqEjw@u`=cey)y^m`vbk<y$aA%YQ4c7o<D+>5
z%jK#<pu^Oj)S-Pb36sPYX;xZ24W4JKpyP({QUAL+M72$;{{m9X?i<%ris)y{(9GVt
zI$_1gHRYWwD*N*XsGudzjOgTC(i=&!cN8tMN)qJt73o%eM7LNDN71y{sR{ovn^?V1
z)~z@c8wyEBcc<wwL(hCJ8^CBW7@gN~2h!JuT;X_Z6jX<lzZ4!Ts8z3{X>%(f@6t7F
zy+iyn+J9TUq+F1&qtRXsF8|TzFLZnF0zC-O_zz|Sc=$u#z-pm<+!leK93@DO3C-^H
zfq^A*_gx%5Mo=!xatBdxUE^WB#0|<|AxW$>|AEcUf**+RKm9(E&k^U_m;Q%R5HOQK
z{TEvc1iWb1&@%M$kTuhN<h)A!SX!w#Jto)f=;P|`GbHh9<78A`mi=_nm^P!q+#zi)
z37Ba{2~@fOu~7K2PSfRA1r?Ho??dKw)6qgwv1QK;;>nE_lQ4BwK0zsV_6{|agc6?2
zU7Tu@rEpl^>kBSPGo$Cj9)|Mu9&NN6EoBht2~$Y5%nJ+d?BJ>d>-v?{<Gi!P_Rx2g
zqTSRHkztdyL1@qS3=%W2jnj>lfN5g+4C*V6Yk`t6OM|DzHkOqdgsW--G)b)9{W!ti
z$yQch7PwQ6w^X;|Dn2<%J$M|0bbj`DY2lYwWlzaB(dRT{bCW_Y@mKc>4hWgM`B!4$
zljn-?gl_V;SZGIQ{YDj`vp?bA9gFK(X5!qp@29i}|0NkYcsY&U`n~dWVy!A6%AsI{
zO$}w7;pJj{VDmZBfSj(ZUPadA>Fq}@f#4?<4ijbtkr}T0?~acn_8hq|2ZHA&$wE|q
zYVyjgiD}<s4`rNrQCPOHwvMoCA9>2h;GM9V)PEC8=uJ1dqrm5s&@*^STN{V+shH~B
zLjPv5tUS+Y*D$VTnI--@)TGb!CC$84%+vH}>G9a+^Q}Oxa1<cY1)DQl>ZIG>rd+kJ
z&^zeL{XBKiJbNs_Q5!_VL`&)+iBS9fVDvSYeM_Eo7Vly<m1Hp=w^u)noCQkW$!mhC
z-C36#@=eZvaUio}Rr1lxEaTYxrFTJ71TBF?6;>Ttj1i85mb9K4*C{n`$C0kAjl+%#
z`s+^`)UT6A2m&AbsK5pO$4f8?3cql(x!)+a?dmV3T`rz1@LiYxQu>V(Tn*&I04&UO
zEs|Z|Xq)5+KOu`T{l6d{HdMDbOzvY0!o_8n^d^MjNMM+%kGls)DY`wdfBmpM(YXk!
zeFzJ8Q%)AxFLjE=anffpiZ-={EwPMqnGI2eNkD-{Lq@Ddf;TLsXDCVgb~x{w5lc8J
zDU4R3Tg7l%<14QcD|*brpysa&cf^7NLsIP>-qE_ji7p6jBaCEqQwaSr<lE^1yGvHW
z52R2ii$Z{j(It}zbb$*R*-C&)Vt_5D%%hkjBBSL{E;ba(<HXF;tuoyD*7&qFHV@G^
z>uqneX9d_O&R?DZi!$~_L?#Od{0nj!T7?18_izEJVY(R47EOY@@^(whY@mQdJWESk
z_c6EugsMEetoq<-1W!I+Dty@2l3h>g1}c<8K#4^_#tZ!c9APoBiPZodu2W(jlvCsq
ze|c2L_?=>dlI4pr8+V1-OcGt4_??|{ZTN`gC~nVF-8X4-nqnn6wLlcB7-ubM(@>O5
zyLPc=s0fqw=))r9jP7K8Q9=`F1Jed(F>EL{crt$sl)}Sgm4z&5v!nb39FrKEfI{SS
z)jnx&7!xkF;&SkB+-{n0s)<IwS?00@^1VDgziJr$wjerF!aGyPTPhWBMiKbBimO|N
zbmbQv@SAna3C0nfqSu0MVEuUprWt?R=FQR?dWhQm<Jzzg;;(CdYwY34(@8fmk5xuo
zr}n%835U5<EWt+Z56)_q)Yam-$PI{YfB|3;H<fm&I+CFZ6=%p_HrLP*IUJb*<-!2&
zd$=9pt$5GR2&iQ(J~e#hIx5iX2>dfXcaM0EPYiL7Zcekis3yG}Ywehx$cE?j(89rf
zrF&#n-c1QmIeR@`uMsP0PNBtqbb4y)6%w$qeiA`>0|G*%eREP!_8W-Z56JWaYdZ6q
ziZ^hlyFT^Q&>nw5zEL<(HZKlay?eu;g&|hO;sp7^!1tfYc*uh1a><`D5cu(^LwGM?
zjs0;fXF)WQaR3zef_G+YEb8F?Slvl6=wD7yx9ji=vps9fnfV_hq5(<?)K0>TVegiI
zqu@eD3v2|mf5$?(^Fx6uV665<cRG&qJ4dB)G6up*8AfrJ|KK4bC5r1(rx7v*kYR|`
z7&D-6cJ<sS-DS61ImgH<6<Lin_b_8qCW`mn1k_~w1GK*nKMVHjdld-G21ub)QEKSE
z>d;b3BSa4JBAJH6Cd@*rV})G~!5Y&>^;CNW{J8RH;iZbp2AHE5#Hjz@W6J~Tu-y6k
zthqizk=75wI^@D!KfQzbKnrj~M~4^28Hnh=Wc~}4{!mon=PnfO5WVlt?Wc=4L_s58
z?Qt3<Uv`&;k|wP(vL@=l1rPq8$ynbw0`t=@iY)1so?rakdJ#LU&2ZxM68rFkNPTm$
zwn3~RZATZ(K*nKfuD_khuTe6ZyFh_&vGHjaka9Z&wkaWUGXD-E&}jGhNId>2>4wie
zb@AKBkxvITJC?tm-ea(kQEbnF`iHYWxlRmPtE-Y@wQ3RnJD(sPM^Rew>s`*PSZ?5}
zEKY4A1+Id&k7sq7EHDeA`G1DS1ISj`uBV`dgmVDme`tk@f+DujXR?2(jO)zyBjO03
z2-{!ms%E17br_m1j0<-Ofjx={2A;O#Gr>{+e00hh{h?`ZpD6FQXd(=W?jixN$+yzU
zaGzz9$qX-0t&`FrwRiuMBv^g_<DBT!M|v3nK)y5DY&3du%EDz$_bwKRN0g$`f6k@+
zDRH4Pt}(0U{GnXV_u^ywT6$TeV%XEUFuxJbUPhi<CFJd~mjpmB--egf7TW@x1+B9b
z+5o<<+-%5NehPio<PS7!?2#U{>BH`B>FC>AbE_?Q(T_31WsND&FnAccl#vBvFN*1{
zc27amDkIl{l7bG+z#-VVFL~JSMNjmH^e42WccJ1kGacX47?pgBk{c*i9=|Zc!ZDH7
z_W^<c=ifkHckXk8*7Kwc6sPp)=t&<bf*%1q2$Wf~kY!6ILnqMn-U#uhpKzlK{zRNG
zO>g?|#5)#<MPsqwPrI8N-t$zWACTQHA^;l`irFRggzna8yffJ~XjtE!`e2}2;FKI{
zF%PqmT15iqX>Hyaf&d$sE}8%0(ug6&6zBn53|+HLaj9eywVPVU{aVifmgR8AIvSbe
zzZ0vSNkGV@R+FG0!Fx!>l}RZgO2yp(x>{peE9Wmg^;!)<C35<jWOB(j8#So-@D9<@
z>-dEHo*YGTeFB7Ly5mr$D2V*mbK*e&zFJIdD2TD3tkY;0J~8a6rnH{#e=ui=BREn$
z*B$~m8$%#NA#P<T%pZJuRbjK)y7XL(!aqG-7SZ`u_29%22<&)^UQ(hG3gifdCC#|$
z*G&Sbl^d>td$#ZF>u9X8e{4LwAKAR^3(F;wxE;gKKKFp5*NkQ64vL9<J&NuUZycil
z!2=4RbFe-AU2=_Z<#KN%zE6eB*NoE1Uw2LS?g-tzg>d;8vJC%F5NxL2MiYOAmrlO!
zYzWHV{1C!trD{MXoqTuqaw)!2kVdXFFzEQk6ybo?uETexiX@G*-F&%qbkB9KpgIdg
zrdVQ2>BXuoZ(myev`~_JPIM<4+36kz*bVmex<Ux_;Tv2d%!>J)d9~$2w$(m8OY5up
zrUiW;>eOTUtUEAkE`-^_);oK3o{gq-eM2inNJcGtB}l4Zm1TFVUsp6!)EEiDZ0Er=
z=oBx|OGgNyrNN5pjG)(Ny5(6Q>fa;$z;l%6TZ9*cwgxNb{d9j{kDTb6IX8SI34MSu
zjzk^O)SZ$0_gHD1VZgWEuBjziW3B+{<ngq~i9d`nwI32z)V7zwWn=vi3T2(|e%uNH
zu(CF02c1%gd%C5kmH~-ohdlCc0y(&|nnM;Jf<~Z?j#}EZmbWbyq&Q=)$oCNm%CaF>
zdK;BCh=ZjJMhbs><791+K9-c$;i@BMLY{oxa~F5TzS@e7OntBbzPx;Uxn$eA-sOS-
zG(`Wwl90DIhuQ-lj*XK=D(D)1HN6KZ_+$a>=Uxq=7rE68->Bs)9xDvic)nyZz9}a;
z0$NwxZ-ISOZcbv=o0nFy=gfac&)jUP3GY8JxMVH*tb~WJu7CHNLiOW(bMFyQ3i@&2
z?|m*O;r8n4lI7{Mg4l*!Fk^Vt^14}5$5$Td^8)$GG6>#yJjDn0M>@Y$QVLFo8h?Gg
z@c#G>H46^YN8-RHw@>6UflkS(Xwe8y>Z)V3iqx%ZcxEOEU@AwgfaJThH6V_2<@2Cs
zJ#Zp%?2{Vouzh#eR3azqOJV%CrRw?H1r;f<A2DTJWmI^k1{O|k(weL1k!{<LhG9ra
z$9Z;W{ndS<zc+s}PS9z6CO#SPW9zu<3tZTa29+VOUnV6i&bYzX%cEy};z|GQjo*5H
znXQcONOo%jESFqI%(mGjkb5=ln#T9;Jz@3nqjHv_UH-I3J`y&29_C@uSSsY4rVnDP
z&h2Kg^7Vj2XUEG6XhG`nJXvVPl7z?0UfXJZ_B#8i(P^t|sc>uQ5%!0OlTV*gauvb;
z%O(2mfaS|$)xR+uuMP^hSAORVb+@YPS2{c7pL2j6WP&ZJSG`z3;`DIcV&pglf75<n
zk9r#6RW3(IXJ&r3tPp@9j?0R&(<XwF(=&5j=-uXo$eq5!=AU=yo-YM-N)Bxo1mQ{3
ziNa@>j?2~%OnfGFq9lV(@7cT?FD5MhPH*YX2LW{Uhe$|Yuh%!ac&+BKaQ2sX>e`JM
z6Y|=&tLz*(50MCzu!lUq@CmYQw<srP5t7nabcNR0e)#mXei&+u@wa&Q57M2zjgr-#
z-;O@ow$gT0g7DuXt88H4^ZV|_X&ZchpmO(k>-irV;>-Pd>E!LpCFe_9ssRKGUxA)p
zoUEOU_v^Eoarr-yCWBofMvpu3;8(cn1@rsBw@BYMuR5t><K=lGC6j0C>-9g5nYn&P
zW_7pA4_!318<r-qfGrP={0yxGQj8x;sZWBX$Z=pH&L>~LRG6yc6?>9CG#Xy(J(1s%
zp&1>IP~R5)zfNOgWDRX}xX|wh8Ymu4Nu~yw$iA<vl+Qf+dP4Hazz(0QL9E{Oj+OoX
zSXhsXLSzX=N$}MI-h=Oai821hyzbpjN%=9ELYmX;!DS!;=Jh7n4`!@a?N5{a!odL<
z0uegRC(W()$>6LCI$zCe9UcdwJlbCcV|IMo^j4fa^n;dt-`bv66>vhd+m@3}Z^%}R
zq?32PHFv#kI<{YpeX;~vw{vm!W?r>k7<_+os@_gj4#psfCl{%#=-BqwA#y)4E?pp0
zKP6u}xZL*5B9i=7I#ya&%lPcDBpTtr!sq4V5eO)!NNm^O9#~j#>|>R7>e;t)HgWl`
z=>F7yx(r^HfgHw-XOS~Y2I$lp{x|}AL_ca78i|fNwnA$5DdC`S(r^)%1JR;Tx_EB-
zHa}{)hf}fQ3=SYjxrG>yjS_<Xx^f3E7!{5MZ`U1p2!D9RxrWat`BFEedppFIB?g@7
z1JPRy4Q9yDll*NbDe87R-)=)#Y9Z}YvzCh+{|$UPrE*&s960}W=Q!!<``dqVpV1?W
zbq+r3O|+|ZIr+-{*X#54PA4L|5wajYkh4E`ISV`ze?x9(@2^;l@Mr0x|HfN;OG_D~
zSLoaqe12IoJ|(k_KN<Y~z-`v&l7gdw4Md07xI*NiFUmjzua0$~*H5R9CDPTco!AcP
zcg&lgT-i^4%Hc4d0F;P7g<w9%UTOPaCnjE>PlY@51Oj5w(aCPM_V@<~eD!P5tvpp}
zAhniFq;zW>5w=+$hQ5qHOz?P+>&MYc6v*udZ(}YS<Ar|++-Z9}-+Gd1MqxV1x$ma%
zcIj-NP3&{}YUgisJ{T@hFg6BWMl9TI`gQ<0^5(QZ{`2!4vn{#BHKD7GK6|WuyI15@
z8rB^0?@)SD5~tysuxPsJQn{(Y*R~ap4eW&_<6!fv3;!)0WnQo%NNLt<@u%mj_ec%B
zPvZ7g6cH<dtxymNMN8`z2t$c{Gcq#s_EjrX!d)e2{QNLu4%@BfwDVUI{Z?rlieTQ8
z?PdGYXO-_gzx<`Uw=Wc~iRRRG_&WbQQs@ZZ>>mEfT`(#eqnU}x${3mQ_@r_l`(*S@
zi}d4fUK{<j+L@lTS>Thm)q1HAw{okf!}O@t)M&&Qzt@Nh%8*<}qG;Y+7N~LQ?&cKy
z(L8)@-Im=ohl1zKxOg;<{==99I*yD=d{mV8hmpF&&wrwvF5X`5iV@Hw&X7<A4(I`8
z|H}#F|Mg7r|Nftd-pIe0`K>tA|6iAM`2KfI6#wT4`Twsbiu{}c0{?Tqo0kjHt@VGJ
zC<6aankYtp!;#6eR70}<xv@h_z``b~%N!gTY$ulx(`kSLi|vk0uX|yRXh)3`9{?vS
zVIpS+GpL9FIR<t+kSSA-qtcEhH@Y!xZsC4xV&P%gwAwRqak2HTp!37KSzo>C!A9@Q
z+3#b!kxlA2>#2f{-}#e-Eacw6|KZPc*aXkGW;Pb7`V`2s7GiQjg0dOW@@>xArWv{4
z;7_sy-(L2)pi(TaIA^UwAz^uaw`z=rt}z3ck%b+1A2*F43WPF&I?VsE;COj`!|C<g
z<vl!aKxItV7e7bO!QVnT`9tmYiZ>|goR>c~R-Zn<@;aQoPV~mU`+Xx?9WwBENL+5C
z&UQFG{r8$p%(`&>;bp&%6JB(P*~YDzEr;M@ys9gIn5r*-peh;$=+TK}jSY7Ha`>sk
zH#Z725nZ#b3<ip1{NlSW_`s)bP4fvuKd9|8JrE>x?cr&ATno{GNcAitS-wz(h!n&=
zgoHZ6e@FAa?yJ2gM1ulBDbu0qvV4*_vNK=hm~mtaU3p82n~4$wL8j+yj|{z6oZaXd
z4?5e!#Yh*!ukNt>QO6pXYy`2y0fsTzw7<BxLoBHz8Y&d=$-@Fbv*V#(O$^~+(*yKK
zuK$P&BgFRxI}sKd3*UO4z9b$Vs{28vRHLao70gwL&ET!EMVz!Avse;&Mjl$W<reEE
zT5kRObH;<}z|4^2V{>dYLITP`eIin1VTjcDuFo_1&`-_2;QJU8edw$0&;GrrR0R9C
zfDh=Ma*j3!1sX32!bq6=VQj-9m$Pw$DsjT_c7j1y0#WgJL{GrptIXRwBcu*Of?3n4
zvZl~%@}M;2aVog;_88oAe%F!W(9DgR8SG24nNN8_YUUfk^e#{Rj;}9lA+9k7T9m>I
z6}~2j60KT937BQ1F?T``6t_m{H3~>w1!I%aKIwBNV1hLM+77p~K?s9-6s|&*Vp&vp
zkdQ7d@J#N^$z}saYY?J-lsXxt6xMudclZzaQ2Ai(FzR2bjx(Go!;SgVwa)+Z0M<x;
z%tGBoGA*0rzPf@L>;^MJ^Tj$O4kP4Am|b~nxV;;nyUbK#$&D3Yp_M#S=lpBr1%<tv
zKO;~2<X(ZHS0N`k8YJ%EARC|=p+`(zm?CLef5h<4(?ww~8eG<<k+UTDKF1qG4EnVl
zKcHkUADvx5s%Yv7b;yyW`qX|Xb7c59i8;z{RYXx+==ma(`^SnzoKr4pcX0r^^TmgJ
zBRPs$5Hx+YC6D7G?HV951w|n>v#so(XrY^Pw^FU&yl&@VLzFC$V-ad)f+*jWFp~=F
z|CN2`>+M4BW0iae;wgIE=03mgD8EeOTyY|w8Am!;F}LgQKz~V1_tn!rm`(R;g*|4y
zAzA%mPubN<>_5vP{+U2<DaXKT=V5%?;mq)5Bd>gPcWEWz-LTDcUE$<m9ZL{f=4N3p
z2a`x<SGejZHl*xaKOTG^<bZ|VZ<scz6t;a)`GuhR2{j*<oKT#mcvz)`gy`v+WH&rd
z>}3AeWS<&HnGM{Jjj?P8{29oAn9GQG*?(~7W+<@lpCjS8^-16H0-64*_?Y)2w!edm
zP{uwTWC`hdJblBbm0W|c&m&4NBGZL-+QW`d#g@i&HDq<gh|c#LzddHV($`1u94QI*
zi#{0^kDKcA9mQIUwtz=zZIfI?x8s>DH<GUklRx$^Bj2jf)R-Gs?NLEMqa5q;jIyF5
zBPDMQp<~`MAfCUggA37B%nRK{qPyHVz&8n5mtlr6(fYiaokG}(kG9@fJ{;D6w#gc{
z*uQL$$T);9``j$55bZl(>_>WBQ|%jCEFsywSh(Vs%CCS9obnKb2u0fjQf4Yo;4ds^
z$AtwNvpF5!k?((vJ%WZwMu*!2IJi^~`$$uDtAVDwB@jMtbvXzje%YA0dF^ZR@Hj9w
ziRs$!xK8a_pUTkQl?1D4W@?$<ns3Rw+AN(&Mx^o<1tRA&hlgHBH)rBqgg|!2S~4RY
zOE#<)PWD?ZDQzGo(Q&H~_Q_m^^Xx@~;YRz}olg!eL`g*BFl=V$9%cV{v^UxOdsA5z
zB;A}#a1s1p=6-UmXAjUsLV_jWaSKdkeh!>zVInuWTbtZV<)N5naW6)1F@|9OeQbeg
z>hx0{(Tz1Rb}Pm4ot_&@3I!SBF`SW3i~-x?y|$obGD?E>*mxtHI}!xX1~}TdaZLMz
zR}f3Ip_VH%^P!pH;!g|bY*_v;Y($!}L$R8wcR!p7QOV4&qBr+#IORE~Q6XT0G&3~W
zXBT-3sJxqS4hjL{+RF`}BfiI0$AUH_k-wGTl`RyT_MG>mAABLbi=Vjdd%M?qj?1ul
z=+Gux4-cY@4zd^p^IsN*#K)JYfDs>@R(#lB5<s;e3`AhAz<ZEY0kU4CGe_y@xFCL1
zeA)a_ciQ~0Ach{f{4>@IQG@5t;VlJ-jv=JDWRH!G3-moP#eA<N{k=OiC)L#IlOy{(
zx;mfj$@rFPpP_PCz%E$GVB@keMHvMrWV<I-!f73$_$KKes$<}G$gren(2kq(ooOSm
zdU0ON9s?fP4nt8uZ2EhUAK8d-ie1dP^A#Nh*YuP@WOY>w3uc`uFCssjBrrQ2!iFtT
zzNeb5qaBkkq))1ioV62>MMH=vn{n(GTh6-Z#wvfT;}Tc-Pb&UC?)SiWwEPcSk7|aB
zNp?7Jo9r++e=sA;LAJ}SiJKvI1tn!r^r7~Ac@jjj6X8V74bkgd>VYLLi(f*@CQGDu
z8gb?qU9N>_zmU$<XyOB=VvVCfn@|*7aYgz$k~tRx{o)I5IPOO#K5?zSy%hAw2WF(v
z38M5H$#y)u_+h?|E(s8zIp>#1=v%)tO5^qoXzxuPGvoza;UOa@YClq)J%_aq3QX0M
zG@g4PLN;d9nRcxqxR$`xSW;g`e7L<9qRgWq)Iv5L;?t|7;}AYbw$Z*oc}@UbZpmvh
z-3Q03>+ziWmy&kEICEm037k|lXJqPsy}u^OWqV806bY{lfXKBPk8vuZOn8}EC#D2x
z<3O|&A8ZuJ2&#k7@(?=gb`GfRt@Vla3FXN5vW6BJf<+rYVlS%Y889h>A^f1-K}sph
z!`yJHauf0fK@0{SvrM$S(@UXJCH4l_ZVjKe<t$C@hiFlAQfVGXI&D#X91sQ&T55n&
zVy~bgMRGl{2-+g?!NCu*<n~x|$xf|F9RfT*aoOk1^9@A)ux~_EG3RdQ`;y?L2$xZQ
zF1Av_HZ-VCQ{X;v0|SInpM<?crzT(MnwYe3Y_#q9*!DEx&OO5oDE_gbvTdH1gYSMl
zRZ@{O#o3CFycjwETIAnc8v_iRWO5n5nYhJ0WYE-*l~+mAU>%L4Lq7W~w?spfgZ9jB
zcMGgA`k&(kb7UQstAb?+YsUz6nw`b{wQrpmHJY6n!EUhsm|_FM@PZwu&K&U1SD9v1
z_;X7&ungi}D-N%GOoW)jJnf2uJ{RT+q|?V>?zo+~N<YX;e2#QA<ykUif4Nm&p&aeK
zewSynQ@qlKR+YO!c7cQOG1GM6JK<pPL4*e-Y3<rbcuetk;$yM>qJ`C@(JU>h;r6fn
z2)-{vk(-|P8it#*bPyF^?d#gj;?3bi{&=!jz2@FMjt`1A?QXMykOH!07-yWBQ>A6|
zlc<@iD6W5wIX(ZBu{!ENta67SsnsL~r-dKk08xuFyL)crOlb#=Kq>LBoqD3betGz4
zbAbap3fZ+1r=s&TR=d~Y+SopgNAdX~Tol9Zip)fFL&UhN4O>N9H?2W6%o{_rPj0+z
zvV53(WtUm#9Xsj@+wz}8k9Vq0jtjChHnK5f4{}ik=lforoIm584_U74FlTSZ^X7|t
zG|ktelKjU@SnHxe*7z(BsGeMy+%Rbza5^JjaWLmN`|*^Ux%YVGCRk;0GGpuj#q9dK
z*dFd-NFapE<#6@k!Om*q@9Kje6j!)0bxtP(`8W3|`B%pV)mpt48~DToI6Nue0Gul-
zS2iw-ijedC!ab2VNjC5yRXtVBp+Y4s=ip%X(G!!LC>%j8fk%-f?0*cq+OR>SG#^^3
zX3%~(c`4~y9Fnhixce$IcYh`g2=^naGDPbOcjf#2QoXqS0(p)(-aevmMmCTMX~_U9
zGmK2ZRSOo3JA?n?oTYQmQ(AGd{@^Ly{>8?jhxSVj1BHDSBN8ZJ$I2<am`y<^Rok9@
z3wxb{nZcXG@!ETilH$|M`OXV-PP$^MLB&PH&Kg95b0S<A^ohOgrWGIx<DVQtL@N1E
z+svB6^8^1rE|0j?IAkpUZ{rTSAJ`BbUC`wBSp>J<FbxGKApsBHlZn~3>xTIASjWT7
zKke+pERH3LnT-DjbXw(CnK$T68B}ijPkz;8wMUCd_UzbN_K=cY<OP~ZbgWp?h5j>P
zsTckN);@1|2J6Qvb&QLV?B~<mmfsLkI1Y+9q%wA=&J$12mN(Ek|6`q$_6Fp3%9xJi
zzB#hY0#n0%#^MpwD%X-=?WV3*O!mRJ>1k!AS)6=|yEP82v@&Nc$&Mtr<8p)!t?E9T
zQ<+{ft6KG9#0?#y)t&q!s^BcFGYI<Um?XTt>i5nBq^5$2G55_t7!)KGj5dZ^dV1-w
z%=LM&PugZhfdV<U`y0qcHT!FEczQFYk!!8aROH8E$b^$jHJvQFkq@M|V=1-68N1M=
zsV4rR&7mAsOoy`$)qUO=4ZE?A<8vEF1rVvl(KZ$d7gm6RE+sv|M~+P>BUj8CuW2UL
z1wD`gs91RVsz9q4Jtm$=6>f%nVr*bFKK_WX>9D9R`Jm9sJV~9tf4ev<6^{iS#M`33
z)dvo#rCanjeC53D(F<wbUy2r>TqPtp5S1U^IWenlu7q3h_r>`17NLM`a-ab2xQGkT
z%qZ$e_0*>$rm{cLko)SQi(r0Tjzl*6p-mLRVlk0VfRGMx21Jo;GM&|jbm(IKP=xJa
zl8xUGi-4=ulj_RBS5Nt7s0IvpQQ)k-@XWp#5jk9zVFODmk?-|M!Deeo2hp`qtoVz$
zzbD6cxI-jk<6Ho%$I0P)H7ThY#vB#Il)yq}nsKl}q;kt)O;b=PZ3!-GtZF60d_POh
z`ls5W&K^ju(AkpHf^m3u=Yfu8<28%!_v1t&vTC`YNp9p6Nrnk&*oSxn^#{m4YP&ha
zY59kr14M&kSQuvS6j3?U7hzyM78D__W5|8!fM9@B;e_Fvax(aa<z{@QGhTR+kOIP8
z`c(;1vRtPc)5sEqhh6~kR8{IN@IYKRtUCDzi3qSX0hp?x*GZ2{)1lM>V&`-g3?fIQ
z&jqryBN@U?cuTrd)8L&yVRkO-9FC=g>;`uJZPc~?qCZu60UnPgM+4jI>4k1%6JVD^
zEQb(nEP2WIEU!*0S)PtCj_-Hs1Dad%_9KviF<3nbILLa|%6{6CSw~Zvy)^dWC3C?%
z)Fn-R13c5sO#KaT3Q?d7a8wLAuxtU`%_$CxsJAAOe8>i*Poev9k-+VpP!#2?Ycjrz
zo8la>tg0r;;8=PI!T6Y~icJiTfcdcCfv|!uS=8J{LSwv;8RDN%yKL;{L?T=Wdl6zq
zcO<MqJFx$;0Sb4iHl_bF=yaGI-{GRooOGpoAotpE<f~c<P&IiLOL7cjCP?n&(!PWo
z3&z_nbP^p(lR->{HYu3Bh~P%7#sQ+oeR3q@Q&V|N<6TrcQXzV7D;@#VuFVJW2I};_
zT*S@NIs*j0`xqLCD;R~@E_dDkQy$*A+;e?~GkV|8+P?!fX9X{R)VYmpLt0{RJ*R+L
zn5*T%{M2|TnMI|6>C}du#8w#~+nc?*nLid5H`7g@L*&k<rJYS!`8|%&9M-eVuW9yK
z+THFTQG?}Dy8uRqZsvq~79B@Srb~04q-4|Cnvff-W6rT!1ZbDi<aRXD&tUBlK!m&B
z3FF2PZm&IeV!yG0Wed?^YfW}YPA-k;U>u$YL)92t?0-&(mLnZ2-a-Fdz0mxZdZbgj
z;<*iZ+bct}!liOFzf|NPDOlJruvTQ}2oGupq0G4eu9V*AG}hz`c$H*&VuO*Xgq3<=
zcHu04O5qWxu6kZ4-^?%>65(t#d7Wk&BZ41Fi7gF3&kZZfh{vLlm^ZxN=RgKPq|&RE
zV#GoV$2aA<I?KUKo7LfTj?y;wB<YT0k3Z)%)Xb2~^N+44<^cyO(v_ES4rKWZm7dHE
zza1qt1t1>Gpl_)2b3dQq2O%XeBd5WExa6eEOF@dH2%#rMt`B<Q0(;>z+rKzcdiN23
z5&LTwjZ^xXcCV1Lka5qNF01O?z{)&$gqjpBC3ut>x~9G2669va5i|SCzxf4iZK6#X
z#s1HMu(XJtUQ=erEt!c(dS>lU=wAEUafa%L^<frvNu_WT#Iq4{7>zJ>3^%i5&JZpn
z|4R&Y7CWmu`eVkk2p5y+_n4{i;pAon5(~qIu)=BduS7*+X_E<NhVRdtT}W!dRs2+&
z)s=H}f22a`zV-TQ!-KWx*?(VjHn%3=?k@j=(r^`(JJ#W;S`Jsq6W=2rfuvbNruxSW
ztTi&7zYn(?RfiaEH3ElLf09^_14>EH25`=0MsFaY`si);KY8(x+3P-A$JPWv#Vb-1
zWA7wpGCYk|^HgCU_8H6CZd;i}hmd2Rk?Rm_{dfR9yV1t&l@AL*xZE>MFHVQs?rYK-
zloQ;he&Lpb<W-6?R1${BBx$1C5?6(2kfHbYzoGi{KP8TRT(C}UYgO&a*$B{$00OJn
z!Xo6`QG(SJB;!z!Wf#qvn01){rJS^Zf?zX*@&z!oi@p>lu}dryBG<GRn<(YiWH57U
zoTQ$>*D*(YNNAztSh^?pQB-OQt~`gj#CEE(%Trlr!mb~a#Vc7IV@d+zp}-<rSkFf5
zQ3j3qI|q<#UXhq>2xg^NYbBLg3R>wK(1wXhmqbFw4*bLLvL<Cp+oID{f_iqgT2PV|
zz0f)@ZwxmwYkqaI88Qgs@@P#R!ONwir0Oqe38>CdV)L8=^EnO(0W6xl;rRcxy=32$
z8nDbLh&SS!42bRU4#iRrQk|`c|Al;HXEF@>d8s_hInD){nfTS6SlX;MPI~I&g?j(2
z&2-aQTQaATY^d3h^|3d`!>>41$i7l)D)I+(Ts>6z7%o7_69~#P+D21y+7}D+<`6Jn
zsq2X=PD9XzTvgCx&P9({bG9K{VS$*GbiJ06pi$iDp*E(71L7v<K<y>^es{H#1-1GU
zM#N@~7~6j+*&Ilx($bVEov%T=tl4Y3k%qQpOqpga74a5>+a1*B`k16>m;4QzAiI^J
z(u)~Ab&a&IjY04rBejLxvD7}TZJseA72kCJWj9t{00`Or>3pwLWmNr-Qo1b@uD6uJ
zG3g`DOWGI~lk!mFM)|Eoss?eJAD2XG|1J2^_*jeicNsUjH?xv5s)D5Kf!7q?(N0dI
zKr_@SVOyoDUW;$4#?r0#+y1>-NE~BO@d7-O`zRxr2jUw-0>-UG-}xwq0t8sdwZsF-
zjm5v64SK1v@E^EGk5=GRLS#ci)G?GGOoPAE29$W7Qf-GgXSB(M-mW=AaE)%|o?b9a
z=JAkGOibWmWr4Gk4EAQ$+S(_TF|FCIH6RwTIuTFaT6_j0u@_a`j<f`{ayzh!x@-3p
zKAeX+D=jy`R+CVX7gYW?AK3ZmXh%lCHY=s%BK*9B8!gb<s*&lCCH+d|k@hFo254>P
zUOD(Nj&7&%On_r4i-*}3bGg|$G9gEcin$v>(ZXAnvlb8H1$KX8?w<>)<m9Z%8i3jU
z>A%6#OCfU*>=1M@aMXya^9oY>LPU6c+rm2xab8Q?SzT-<=dmJf#tYZ9I2}vPoLudG
zlCwj~_ZtL4!rTE?EBWY!0t*d7axsAzK+Yv-sWyr!e23vzO~#vXMR|)-LR%y<GT!kl
z@E}X8V$kbIxSbwP$92!JcuO9dkY2+OGsv0Yn#1}~XdVa&086mS^{Sj*wTFJ56aw~0
zAtiNKrm1M&_ES=;tVemOj-;UxbA_&N1+YkCh&SWA%1BV<@adp2RD=<WI!xx31R!n_
z3&a&o&_k-Wt87RLI1Ni3R2`6C#BH*)9j`(<J)&Bv&MKEnXeL*p6)(C$UQ`rIdyie!
zsw<7vxDTr+ogWThOGJ^_+|LSyWT%k!#n^`Yh91n^OFnr7aC=*~xBOHt+r{aL0x3z<
z{y(X{4CFH6I2X#gKu=`jQPuC;j2z+&hmZxE8K#s{$BTa|_4=Y;VgX+TEwHlVPdYia
zV7>c$2%9P>EJH(2&p^D~a!KWz=3v`_+^dP3Cvzm7zpH2R=EV0*{&4kZ=}0uSEqSHl
zg&2bY%fIfNis$KDUXQ5y)2^Jp^z4>`P0zM(O0On7cO!a`wBIx);5Bn8AXA3qVf3Jl
zFV?Z8z8hPWBd8hTE#c?pX{CqV74LT@@_B_}a#Nil5F<|BS%0Zc0<ksOgrpxZb>bxs
zdXfJ!(Oe^~G{W0keOU0L>d_PkV4BnHwn07N-&gEB<!K&UyKi*wwW^^B_sQvUmc3K8
z$XijEfw*Y{DP!Psfms*~#hk`HEUL3cIC2jNrHb~O&aTBBNOa*-6<6_pFjim3J++_h
z2hx4U8B6(olWSjQEhQ-hixcb3oJi!_$uC_l4ZsnUW<H!{5u9$%kv&7ZGohHe7KhxX
z)l~*GxS?~hS*etnPZXlGO+n^M!3(daNNH1FIDy!3$^L{?y@bo`uU1JnqP(nv9Mkq5
zw0*^eHA(5+DUzKx{Nc8ppYYTAOGMHXh9d1Xc*D!)Kw$I{nK3?MKCfAn#4s0XEz0^*
z&ck|sacx~a|NQFfkB&uok^tcJgM=)pD>rw!dqB3#h~-kX7Gg{LJKmu+^w=QSU4~i^
zRVky<a6gJi?B1~Wfz&lGER_k7yEq#8vlnwqP#m`d|8!N_Et2_s);w>Z^K(1nVc&ev
zWGO3+e?zBQu$PQy)BuA*eaYRJAi`Mo5f4ulZ*<&DC8QKJeD9K$S$|FeCW*la{BZ~O
z2XoCe&9g>aTi)qiT$L(KvmjN7dUu814+=FCwhCM6F`FneERKmL9`?ql2QFe0dvMrv
zV{ZsH(8Jso=95-OAZ~7y{i;+dzH73X%rH3=Rm^B<hCPCdj}l0*^VDuhD$~#8lvXmf
zJluiUD<(BcptfM~os^OdV!NJe4oJ_37c&FRr@E)v-`Pr404eE!tEf>jE|t_{di)IB
zPV`|tA0zVTACuPjaJf455A#$1_|Fmh#GJ;)>Tsh$HTUyUHl_OX!Ig8WBO;-!Wg{y`
zEA*A!aJE_5b|SN(PXc*AuX-1%sr6<?iL+L3(Rd_rX&tC?rpSu^3ozU^N34kfIx41h
z*DY%8uAGASmZfx5)w<Tcm6`&+I6{Y-jIG4-wFBWP5g-}F0iQeqOj4pJ51v0GY&_Rv
zOQwfhp&rlkOQKY|yHts|$}v@<d5L_j4dZhabj2ek;T5zSEd4gK-`kSXupq)|JR8+8
zfA~NOCsG;PHbCU@n+|uIj+~#%VS>W&@5CN?_==_^*|>N{iI`EA_H)#S74X8*Un@-k
zBpEvIrjpiG(1(t-0_O};c18d_hB62v3RIi%FQf7Sf>ayNXkPU#w1Z;|=(4F28E4t|
zba9xsC+kid#l|eVl#q(7#K3nI{I(x9%CE5u>7rRU@G)+7@WE)$v3(!8gD8FXBQBZc
z21o2g@aoJ7r^axKtTn6YnS#ZaaViyK*SzcvoU~xI9C#ew437h<dUizuya=Ue&1a|;
z^Nll-!9f!3Z7wMczNm0he};EQI*R=rThwU8CBoxJXx`CwrsAI~AP#u^acS7iPqwoL
zjK*i$Lrsm3_2E+^0-EG(K;Eipk_D`3l|PPC+54@qiM{)W*>Sg=wY5GQ&Ro-6T`HMo
zGihGd=CJ6@;d{IaFxsJ@;9-FPUn`F3-8I~prtuAJkZxtfVdWTqrFS74HS1Tak2#gP
zf}<nt(L!^D&^HBlO-w_NL~37x7{X}<NDGz`V>i(EVy{Nv+p{~At1cVySrHL$3+KEs
z?x#tzXw(beR1;~Mj;fi;p6RYt>M4}P-{OBgwf`p(ME*~1%doveCa^b<qDV~d2GK_Z
zGN5<0Q_xr6_tS{K=HO{+WPO*zeBh}i9f~EDr%odu&Cf8P7uaW;nnokV!xR*)!WgM}
z;BTn{j9##=7MFSkE-s<_FrNxDSAFm8J0}%5(stgCcfmq`Q#GC`JgSb;HiDo3jIK#K
zj~6!$p$ps;$K|hOa-FyO58y*jzj4LoPM(G?>?w5q%>rizfI6$i*F%_sAIOIZ^_Zpv
z*zf2};rz1j#Pme0A_r8SmfD=te%eOijtG}OKB_*bHg4;!kGDiAYn0*rGI_C8<gq(!
z6y}oFUQQavKnDxpezp?Iu=`P}F3>(xIeD<GQUcR{frt507)wc^jj+G0+8y(;ddS==
zt%!qJb$);_`AgwiKMRpFt`1S?F05gO+!i4dTH@eRp?OjZN;8kkL@brCEd^SaAs+Ol
z!t|Cbpo;98^|3)BdZ{j|*}`cFw4=)4mE836uySW$)Idl$xr%?b&BwFsUWx0?s(AtK
zhIIY^YV1A0np~QOVH5>L42V(<O+lJK0t6DO3R0!_DlIf=A=F5bCM|-XG(iv*rT30>
z3`mjQi$LfI0)l|F?+!lidC%cI-~avL;^MlO+1<HkW@lz+Cc9im75j;bpEfvj$79fb
zM|}Hws?|G(lC?{d(?3=ND?JW1Ee8+xzKyk1eXIGQ*L=7aBeJ)%=Hn#1bqjHn*LO}G
zIQ>t}=GyTST^?7C^(>Va?|3T;^qR8orfKf-H=I10irPnVx)L9$LsiW5|8J@J2pu}$
zfNb9J$15);H=4ybac;Z@X5%IYw=j$pEL$V5W)vP*qt&o01|^LZ7bZIxDi+oCde^|f
zMwTWQ;z*O~#q4WwcB>DTxLzn#EL;$IV1(gJ)<-w;P{GatvH$x#*vC%_Rz|z7RObUl
zc)!m`V$Y3DS(7^*@%eTM(!kCVV3Z8Ddlechqjn!)GW{r0xXg_BC4cqcnbb4x%GX!a
zH5hXH`|0fm8%NT3$eH+E=Adu-I_>wn@|nZ>PiKDIs09-$0}23^3hu96+TL0n(_N%k
z9itt+5F(`_OyxNE+Qv=FQ7RJh^#1zP8`ClJTMJ))L@(7;3|%LKU7)Ai5orEkUu4(U
zossRvlZ4V;PqJZ1m9_ls4Q9kic~R?;tm+?3JXY9eJKBried{4)M<f7ojG6087LcSV
z%)&L)#&%X*t;SfBMKRr=x=}=}{HUhIAJwhG$n-d+r0x^!>g4atKfTs2^^tjWo%7^8
zIs_&%CI{wDGSA?VspV7twX~Q|jjy^U0O1ptvq-d^3@N$7{B9}jPum)jM?@NHjcunm
zerIkJe~$#G{NY24`1#rt;r(Y?-Eca9K^m>~@VDSwo-ts9^``!pE{i7ejc_%P+8e7F
zCg91uwZ1~(weCBt?Nzl<7g2`}z@Nx{?vFA>(}i;-1xm3H<69-ZieIp8-e)Z}lzKn(
zU4L3QgzqUib{{ygC0Hh@=6r!<YdZMI%l=tCb6K@tlJ668Z1q*{FXsf$L=S^s2FhTo
zp9D5cjj)*h$cv2me3dYvK$`3ewC$_64{x^J6)~q;Z84_1`f%`9Wld>aPlGI1_xdG+
zKyvJuMcC5>?ezH%pRn0in9(`4{I&45!e!~1&03~Az`HJ2?G<Ly#!8Qdw!24JT&lp(
z>2gRENN0}}G6WFt8{A&Ld~vS(dJJHa$?#0x?B0i<%|&YqGsZNrL7RoetCR($d(rFY
zr0GokAgNxmz9sd=fMNO#wtIha*8KHzO*Ql>m77YNi-l*!&mK=NeSbwtji(#*y{mM0
zHYir9t96c97pdceVaDvEH-VFsF?4D8OMxvTS7$4Z7`N7ty%<l*Y5dKl7pT$mg@Q8*
zLGGU-nOdQeu@tnv*AKno#4%4L1DNDUc5-#G7JAnuQwL{mse`=KK&Tg-q)S!<ia2VL
z9^a{UU(BsaW`{DmkI@e)wWWp5NXq!iHb+chJ*mPbzdu}ZF8}sx;fiGq)sc@vst%So
zM}h<ex)}6Ux+GE}cc4&K0H^&m>ys6iRcFEWIV)6;;GpIpg_FMO<i<=M<FKsgn6t+x
zs<p$s?Tp<Lb1;#++*#&JNr8#o8kz?8${riB<6Q!6-VfdQ{Pb|~`R6R7=ohhA9?3lu
z@omir)$}G-A<wR9D%`5fz6d7{nsa!Av@MPQWzjOGQ{f|+Q_*VRCRf?IxiugEn+d@!
z?_Ej*zq1mLix}|Xs#YoBk!MSnocEl?CS@=cK`1|&eRm$h7|QZmDf36D7%ozAoY_=0
zWfDzTt@k=+H&*PnhJ9_yV}EViT3EoEC!hD+njHa|waD>H3AIEec3+&GUMF6x({HRm
zN9Vh9<DgGmAe%CXg#IfDab+(R5LhG5nTJNTZPsInIqlW25rmaadl{9@hIF+__u|R@
z@yy=AI`4g`_02DYrNK!mohoqkR%MO)w+>~h2|ODhnAKNb20A`%O`{b$cYB^q19a>%
zWa956F`!>2gvCb}3f=qTQhl^E9d~kh3vyn!ON|WZ{#_#uEQS5GA7d4nKlt~BeRp$J
z)ITCVt<RWZX#OV#MuPKq38k;f>$%spF`MitBN!Pxz^DlG;1939c}dNifhHqzQnCHJ
zL;r<AaC)89&bv<QZi+<Rr7w3rN)5-IX=BBKW2p`bASDd>hNR~shH?#SM(xZVPVC;s
zO~}U_tKM~ycX+#xIyWw$Iz8jiZ)^D#*>&*bAmG+--CBWG*WZB-^pvcf0^E1?9}AL9
zDuxwkBYmsqGHWIto*gtFUx(*txV;p<X-=xwb&YE%*Y##SY0uB{_{3Jr1noLVDQeU0
zoJ}`(DPnPv3=$dB>Auc`*O0lq9j$E_jq1OlHsheRR@zT}fui?1xVi-esDip0G89O6
zTI@?e=NS;Qf%rSq+|?t?ab5$a&0TQ!ZjNGC+~e!op1f|v?%&^QRaabPWT0FC=sN2;
zifuAt7`Syu`uX6&tou17k*`9Nn_PI@W(Swmi;0+rYYtk|rTv$Oe^Fr$g@YoS)elPG
z3;ejlt}&<V<`f<y{^lv?NFc8t9f~UNz9#7m*K4dGb9zUWpYB+XcM4+0oK5?a|3dgd
z9di*a8w1G$znd(%Gd?S4fn8t8@Y#ULm4vcE5#HED`!Aw-&0`sjk1`FX1#z#bhm6Uo
zCy&OGD5*MQ16y<1UbsM7SyP@g83&-8tR`>&6wX>VSk?g|FTzDVc&8!cZ`bJzwj1xI
zUfOt^GlcHNl~YYb@ofBo0`xaeIo0<TdeV}m5_eM<w<W5`GM)VxR1|4MMRjC;Nv?@f
zZW9nTE9lCyu5W!l^)y6WP~1K`1a&!W0{E9S3GT{VeNhqB-gDvKcM)5++XS-}Nr0T5
zxlWCKN1I*fxFQu-$Z=^+=o0dS+;x`ocmd#W;S@s!z9eEAZ$s<xQtu8MS|E@`wx3fa
zzkM%!LFeq8DH{#@=o#VX6$*aZazKhA1kktLWGK$6+s_o5;SBkT-!7E8y!Paa363$O
zzFsp?^OFY%%4x4fK6xA?!Nb!-89~*VWijYS-&XNL_3~QXPDPVPCf$NW77#~`iZ*v-
z@1_Kha>4muqBNiWna-zJaHfNb!%dKoqM_oUMH;DahD?zHp1#D7or&m8{cT-R<`35!
zsQDC!+p_vQ0R#5Dkn+a+M3>N{1-F|tan__2MhN?(gVB!2RCooa84pTB1fW?qAhl1Q
zFY0Bw=<(9yhxe%s+-B1SLBJ@A$tR--mB-wADSdVs!NyjEFuI_3jO06u$CxqFqMX&a
zt+bb|2;stC`fiM!ZFWI6p~Tvtz77u=syQ`W1^(L@Vz*jXEj@y&jDR{Iw7?EYbnc$f
zhYx}uEQLv@bA)7TVr$Xj*DDW|w3glm<u)r!ke@Kdc(yWDCZR+Hu%5ypRi9$3#_xY2
z0TdOiEB9sjjrUz&EYTUy)==u0m1mRmTcInFZwQ%_DzUSbv2UINM}(E0vk7&e8UcF;
zUF%GzLn(&?wT}rdMBk!aL7(J{&Sbs}jB+MF7Pv<@v@!^!=K(V0FPs(6rBa?vm)6k<
zn*n>Ddvje@Fi$K1@M)swbpniXa9)fW#ml$=8DUc9=^HBd3nD!#PO`7xi<gJS4Y`E9
z$<n;$%Z0M&hR%rNip;;^2ju`89g}3x(ckx6N@b{wK2zIY6F}-9NF@J$W4^@7=;shD
zIvh=eCLTLOa{RM9Sp#HziHnZZ|FZ3M{A^n;8~q=t6BSIm{u3vZs-5{1&Z6$f&U{j%
zz~K2=*B=l&Vop+42AhENgLS*l6`&`7RVlQ<Nn05{ItXao9cH}9KpNYbcGdGyd!N*V
z_ueoEm(hfSA_;EdJ5s^Xl(YiUa^roh%i=lQn<qStVw8C%^nJjB;sj#MmhA>Qd0(Cs
zAzVqWug_iOaL4zkqTHn8$+1_9xr=A}E-ZP4x$x{=$S=A-Zb7F@G53oVpZqCyrl}Dq
zS~!Sf3rDYCWfG$YG4EgK6yGr&-~$LM089U@jCrS78C%6f$m%SK@;RprY@}c5UBYUB
z7(ajYEw@IRj*Di2T@rz%U_1gA4JhX;Vnmcn0y!?cuTk=Xj=8=*@J51gg}u1F{@f^l
z4h&lXq0g-vK+<jV-4`v_U;JS7VXT`Wu=gEj*V!J6Ih|!_m`kXFR#$^ut7*UA4>7@k
za=&OWwpu^VkW2S@7FBYTGvhlYOM{xl6QPLdY;Vie>X`p5nmG}TYzo_<6s4tqJV}`B
zU0Xw2u8@<;9o)TA;_-AsP#O?}5VbBsvun5&QX9KMbfbXZ#U}pI{8f6oa+|JPnVav^
z+j3`bs^KKoQdBztsoT<Nv-}ul!)b-&<xG<1SPyq@=^w`cR(AzqhbHQ|Ly>6m7Tmwq
zT7>6SsR-EW35-~9%L6~4M+5YZ7VXV#uZOE&jAUTS_@<%t8R5$7-CEH$aYcd=j?}JZ
zYcu0YR6~JY*Z1tS@$RMG-Cw-p8C5FBL5v?%pX=78r1oj>Qs4?vnS#~E@T63NR!@>p
zTl}<~aYe6>Ot0UK&B<ZCq1mS!q1{d(DZPxdKB~DZ?+pHr(KS(Nkq1n!teP_7eW|zU
zy^wpoRWzh?1#f1+qW(NWaqUl6Ty;9TQ>*pOM^MKTctBfZfmNadf%IgR`6GD`8mF0$
z9;3{D?#gT}vT;&j<ST%i{$RcJ!7oC(RMssM9umo-Q5IQ!M9)2WQui6&=Ba&)q2y;y
z`b%jJwXg7_ssGe@`lE*O158>q<|yUUv_~WXd8s;IU;C%D1JF;PNyP_3-G^{N*+=pr
z10ZJ)B03LScdMxkI4d!}mXG(WoFVXjS8`rrK$$F8F5l+KZoQjp4^U1qa{;g$uSQU<
zKs~=auvs{#^FShmLhsi@#@x5qc1vx?^slDK0d#lT%cc@Xna-t>4=y}z=Xf$wq_JTn
z25n~Vfb2O}PBI3hL^7)r5R_wk)A2o!&{i?~+>gGXj82k%`a9Bwi<)(!^mzaZVQ`L*
z<$*DG`H5zJ$N5@2%w_7T-DuFbA|VTZ1?%lZ!@BCZZ4QzL;a(StaijL$5U^Y@Esv^T
zJ0n|bnXE~3LC`FGt4{(bSZI0Pkb1-Qn%wwrz{^PL7!rSUUmn=ouwrMfF?iEDITNa~
z)Zx1=`jxS_9=jpYix(!X_ED;p+dvWbi>kc)FymRBvrg<l&5GcY@4q>i(W^6n0qe+O
z4lo(Eti0_&SiSTD5YS8FP?EUV(uaXDy@Z7)zLl+N_lr=K0xXEC+q;p&E<8wWox!hf
z%Ed9=X9OUTw%R;Ak3?xTDq}?h|0*C*=?RpbY-?la!@0d$F<K?!7i+VqOa?Yzwe$M=
z@8VoqDWZUiEut78+v4gGG^ZmVqTcf+{X<CtpqO|pO~LvtVL3U8<jNj`X*1v|LQW2u
zEFHNV{MOGXA0QrUE4{=b-NK#XqTb(G;uy76A`c=ScFg)CAP45i6|%<)WF9WcGXPZ%
zF;bD-q?~j0n#Ic>!U3Y_C~mQ6f&iBgZE59}4i-JD@Q(C#EHV4oHMf{{s(~zmw8v6O
z$j1`P$hW+>nv)S2t&0LN`X~1UUPHF|?{nToRHXS9NMgBhZd`vBD5JZaOt0;8iZ8wZ
z)pZEmsqwd+f7eWfv?_M{j2L%EK4LGs?Y3N_UGIV2&+b|Oey`I6(38PFI)`Tu@H&N?
zJ@ogg)!yWdE9#b!c9EQyY2UT_IB9tP09SE7i@{Dqg#^cYk3nZ$y-nJY-GF=P4r66(
z83~VL{DoW~+eQ<z5wUn*TrE2ZD64>Grxa$v?PnW6ZgV=L3?)&GhCnF(X28z7yWqS5
zWfELrM;|3?Zh9P+DNt5^C`FqZ|LHuh8-1Ssk6wae-PYk=%t>$(rOl8kk9nnCa~^55
zN|vnw;Ulh$Ez&{+**K<G*#q&+$$N03_66ea*CblOu?aR$E-dYd+Jo$LwrO}mQ4a%c
zo-p)oL1ggYG9b_bkO>|h0}tuf5U~2-s?(Jwmn~SXaag?kEyu0#*zso)pj^*t>9-(>
z(FKt=BM_m_RTfIBmJ$73aPi0AZ#NWLe3^x22iNt?i)7OcozKuH{Ulzl@z7W}<hS(z
zFD-Y=XsrP>j|(9DeFoM}7asMwH`l{NXTS^=Mtg@E&^!f#PeVPac(Hx_&SBhgF`^%l
zZGg2f)(6UN5P&yYfB*|cRK{-ocHx0FRwzyYldusu>t+-gP7-a%b$P6QdjxF%ZavQ2
zsG5}mpEItg8B72!j4XbZegX^+-_(bhbmUszaZLYQ<^JTlaSPX6H(iPp%_Q+i*GW7Y
zaPq;!;HT#4`uZyw3*B^hJ^oU$UP_WlxdjvH{}k*4Y4c>lUNuQn7j*G5=s&Xx;`wx!
zC*7W!8%fZS-xNBj-;bN;^c@_U@9NalnmCg(-{!CVg0KG(y5Jds-%J*N3IdKCu;xPD
z1R!`<){yiY@S^{m^=j_W{2Qx*GQ7u+8#2Z)pc?LL)-`t=Z^}^VCxjgDUKP#Ia!2m_
zmrVjwFRY(ew4ea$sZ1&gm1|69ohzSmNDdrjw53taVP<Us0=BF?GqQvzO{hzOxWLt^
z+?VS@U+=CGiG=Mq`G9>H!`|)Mq6kTP&JCTnZE1^cDV>pzS90G2L@R@YO#Np+LQm(x
zXb;lVQ75&U+w8rm*_p)zq|LL(qr~#B7Xllj*1lYLYuhp~wFZa@2ny*>Dn8c<tG?~U
zu<*uRPCSU<E86MKc?i3_xzcNEk@OJ-vLhXqCagrEW`C{_a{Uf^8F`^>F!l>?Y&{^n
z4JR(5Q!m)$v%N{0z40~}Y(1dnw>a6&|0`JdsW0l`VwBJRujs3FbUMXZ9)R~P{xvP3
zkn&UPtMN0!0X=C<SALU)&>?Pf&rLBBq+7r#{d@*1WBCktxifbblI<%-FR0Nld#g2G
z8vhV4YX=;};7LkP*YYw@66xGTT-m}%E@Jyd<SbsktB2}g+Ql{c?uY?U0iimddkEDb
z7Y305;%DxMR(LSE{8yR#7rGt82lv`Iab7?m&x28h82#+hc6xWOWvYp_Bl{TVC#1}?
z3fZ`ziw4A`G4r#}P_S&w1wtyj+0Zs}wWW|-VWZG?0<M<Y*<hx_-o|S7xz3T;@0Wuj
z!t)|M9fv&#Wq5h%w>=1iZBLR=8;%GkSuei?7TTgO6`LWvAgNP2S8Hx_OzYhO>50l%
z!dhtP{rQt|uH?!q*(J$R;_s}$c0ievK^e)Ozi8;8qXXb{zRhf4fQTYdKG2(`?Jo4I
z7-1bEk5F&GQ)@yB6h4?f6zB~&#+5dbh7<@CRk(06D|Kcm6QX`a#_(1*Nx)0K&GV>O
ztiIu3oy*Y?PP!ya`_g3{um;I5%6l8ta_Ex+9j;9ZytM+4tC_2{uUn{rB--YuxPYZr
z*^>BcTu}zG)o*>WDsXJG?P<cKdf;DFb8oBxT89vvytYBq8(IPJ@|a0Q2~xmEYrnrv
zOeb`$7to5q<XA(}YWfB&FHiQQYjR-pkU36Bt1G!L%p0y+Zq%Q%O!#(2$YDhZy>j@t
z;?L)?rC-Mt%hWyFFZ6cKqT^hixTXCOS09_Or{<37g;w;m>5_`3kiJgMS4?1K&ZNMP
zi<I~>__aPC#FX=9o5Qbo?J-8yqF%tjQJgW}0GOZA+0fAeoqLny|I;!!!~KbbObA^_
z=dlIu=e&s^6D-Pd)9WW%@CZ@Xwqg+L-j!Ev?w4p7R03R8Bd=T&3@2seHSSzALOj90
zVA8<;q<n3j9O$&8L8Bcr`(0<hJxi}rK!_*1z-1{>?I#K(I~jWZR;Y<-8*BO{=Bdp>
zpcsu!^fR3F+gdP%+MEnsP9Q2`p^u@n?G@=9CEy;q&Fd5a`bHK)cB#RO#}<^p0x;*#
z93DSNK@mQrIQ3!c0YS<IBG~(o#R;n9(Wfo1N?mwuE-I@&8e`$m!<KX?+j%r=x`v}b
zwG)X}^m1sPi~ot!y{?P})6t&EByy`|NxZmYs3BI*^i~s#USEwA7R#RO@ON1xZn?2s
z^s@6S>~$=)JxEEH_qc-cAmjoU&MWknU|!3`;fC^R+c{?m8RL=gBNT5xn#hS=4b+jW
z`cVfBlom3*J;XMRomnZn)J@~QzG~7M9#P~|4Z>Qe>ir-pD!Lc6Wi<Levi^aouwhrj
z1-^n{)5cMCowf$e+r;?AZ(RG1g@H~UPQzw}emNkVPv?E&p}4KM5qk+zHPD;4`wjjQ
zUwan-CdcbVK2F|l3FmFBaQU`o^g#uuJ*w^YD%P#-K?0W5)<P3l23m;jO2p$7>#yp<
zr2IWxxWqjGRI8@g?mT|b-=$mG8M$))@|lQAotJ?rotwm(Jud()|5mfu&bQ*@czLzS
zoSGz)C34QAeQH3G@qF603&75C|JU3hOC>ayA7tncNCPCc!hX0zRXagBZS-SJe$P`2
zQ7_L>Y{ItSdUMn}nV7<d7gy(~)z+ZoYNw-&>J$69`XMQIdyPo9BkN&cI;&L=+nMr?
zc|7>6#CImSW9jZtQtE{%cF~XEMVAOKn``%Yp}<BExVcI>3A(Nm4r5#>fH&v_KIrRr
zK-YsZVScVkO3Z}vyA086l^3?py=>I>-iSzKPYS^xeHvZDS$+!HOYjhd0wGAx8#Hci
z*=+oL{oJLq-DF1@=@dW(vI1O?&(X^!`KqC<GEWG9Jva3yyBKL5I;K~V=+H(QfsQP+
zYv3yersV|f*OPO>yu3cnfa}xfr30&%e8bKX&%JB+<PKK2T1)_;;&s<DT~=c32?WS$
zb`<-}&P2N8FwISE@iEfJyT9@yHe|$b<6vP~D-}jop!80KLQ8?9$up9gZO>&QP@u8l
z+g+<pR&V*DI;!Y*lsjK}<|1}Cb-#HmW&(ySOTRKBM0TBq^U=B5i6#3QED!UK@)wxy
zI9E}XRn2KD>w!CMMTm6=)3;!|A4EeE*}iC4)+e(R?HxG9bO(HWb#Nqx>(#l$%mD{9
zCo{!M;-O2oKiBGe=nQgWiE9eN6>ZxpFgZrsf?um3V}_Tx0h_R(AN$)~6D{psQ3st<
zgJ$QoZ*5F1vSf6ybm#5CNmq&NKeG!J!Lh}n54ZI;S5mcy2F8hJ2t}A*v3=$rQU+xf
z+o-fbofyk|lhFyKyP`x4H)tG1zp{26k+LPcqjK=d1TtZwLfK>#mopsmHJMF{ZS&D@
z!Sf+OP8@paYB_rtkk?!AuwP)wMXvo9+em-4V!Ik=%W?mF$L!|Sc!pbs13%8@7%5d^
zYs%CM9FwH?JnLRRIR9cc?n_6Bb4K;klAofHn6<(?GMu0XgDAJ}L}H(m(!t47trhu$
z9qQgNjyndP_)*2=@o7rAy16egKLEZyGaQi2(6=*rB#BwKibNvkOj1P8Jt&Wf)fN$~
z>TE03Qk5Whhy&?P&&zbg@s3Frs&U@o{yoKh*G)eC{Qf$kjChiXobPrh1T)zPtGkp3
z-i!;8wfEFiy3%Vd64=Yu7jKuDLcCx1{B12K=CyXrvURdLnnGR_$H+)13l-16!9(_N
z9Z{oJd>DBO(ntB3O0rjq?F3B5tzr5;{iVt+i0-=ysJMMz-k_vNbSnj|g)h|uMSkJ(
z$o(xjP;nz}yv<^KDPGMx-m{wsFI+@4n{Y@;iM`a=(qy;|Q5lcQaS^mFj)jMqhY~Ne
z*%V_VG$^hK4{&stvsaMy`^GC(*vmd?TECp#9-gRe{U>%lq?X)#Y!a3oQG6{}|4eUV
zlWvIPINgnq+2=MB^&|IKUvOOmb$w+jGuV~-9ylGN4u|Yj8gNQjqWs-W@#}*Rnk5I1
zKhNpjhe)eTR$z!h3O(GWqkYS52A=(rdTg^>eETuQB97xMA(k2?j#IPt>~?kS6zghp
zax?{e9qyqoKPf@q3t`*4Q~f5CP{(~;S~Evdh^hTLnp_G&5Xb7U19L}aQ>tW%ffNIE
zF8@(e=EC(~g(>dKh4bI;uiOHT;2*CV$Xo$(!!^_W?{=S(g#Xx-s&!sA_-Q;ksb+Pj
z#P`tWV;=jD82s@e`eWh@wdvUl<pTBN339q;^@@k83;8^~42Rd|s=;F>)lr{X*Hb^F
z(G5X#gz<c9G9e@e^mm|nW;ymaf@`{@LjtS;Iv__GZ)HsqStjtr+^9)!1pA0S9CcY5
zn#caYe%rag_;`Lo?-)|nR^34J$vfVVRvi4`<V)pgw@3`VkrVk&yA&`#Bv~iEPyP3!
zUm8m9l7Tp}&lY9rW78EjC&uE`?B?QKs8)IlbZAKIkX1E5hwRf{vkrtw@kP_m$ZtA_
z@V)-2qsLM4KK{eM=YG|!{odf4ZOdfH=iie~G0}&4ZieNWj{mf98Q#A(dLX}B**VLz
zJMulzqg(8<Z;DyM8_Z`9&lZMNa0wGnkXsP+)<RY!B4$s;J!tE2c6gig3T8caeOru<
z0^-ANp8xS?n3BvEH{<d1cwHUp6mN4Lx|?657sY~GdQQHh`ek8feX8tZcXpSMaBDtD
z(p%)f>f6dja09*@W2Hv%6Rq9iy>od>weNk)?}n}v*~KNF#nrC!c>5i=Fjbw5On&bM
zg_jpnd-@AUS<FU@Zcn!5Xpg+0f@IxY*Clt?M^%MTVLx97s}|Mfomb;g!qSgqlIsUr
z4mQTNQvAQX&b@PV`RyTs6jvC%%YFkB8|l~D&XWz|mn@9Ma;UxykxVb9O)+~ows>TO
z7jOiE+cS^OrE=LXT+S1nH|5_e9=SVhhuqh0gdas1-zZYiI$)*9?>NuoW6neSXfnuQ
z7yOtg^;=)O2MjL5?>%{CgVAv~3KZ*?uZ??9a}PB1?fxz&1KSSyX3evL`$N8@xVfD8
zjjPmttxY`WK+@FVa9mUIek+Rb?O26hdrQGl4B(mF9e2>t8ubRFiOHR6>u`~`(#|;o
z^H+u$yxjR4hkEucm0j8H524I_oJAh9Q{{&+`-ZhLRLxL$c_JOxr>+|I(2bwj@fS<E
z^sq9?$M@!LJ4wjy*A4sGU;LkUs`fBz!PxDZNe2ISKNA9r*FTcBkZioLW*Si_S>9gf
zvAq8=<gt`_zRb+FmTi%e%wRWwYc&r#m^3vZfHAdZXp^!lZ^O6a_mNr?|N2bZ==Pcp
zSyASoNnNc-(RNUa#o%EGgReiW?qHn9$EjS#qV$GQcJdmqZkR5q)|e`%UtIZk`G5pt
zM-wf7U&U&bY~_?nOt|m1OIu*W=;jQPq1<?AQ7Y6pBlVeo^k&0Kq7U5&Hjwt)UAc{}
z9x>uUgh*5R$H3UMbXrZw{`b#U7hm)6K71K(kqfyHa}Z6>#mw{x8{G-7c+8Aptt9$&
z9rd--d1=WMX|weCT8CuyzP4*uLmYowd!Y{9IfY-vt2=i~u8utm^qUNJtl3HJ&gEK3
zPMYrRYiR54jo?b~5w5wkipidf*mTLECb>)XODTbl7e6&cQews?)+=T%raSRJqYn-Q
z_n105mu>%nH7e0*^lQChXI?^2T8D9?#jH(^tuAC;=aXQ}0rS?-)vp#;`+B_p542<M
zEOYCeuDTQ-6jUp^&;5I1`uu+7@>3;MQXV-aeiG;X?{c11e+QnIi(%n+z%^XmJ%_pE
zXD9UskvZTsi5ydXZix5(zVC&IyT@oV>^xG|AYKzA{A?`mkrDKt&sv0HnE&giz@Ic!
zh>^p*rr_wx@?se3QoPnrr?|+2dg<woK~nJpL$W-*9_+sT<$J1T;ZfoT7G#c#Dma+1
z={wHK`6f>@%XNM43S++qY2?85c<#5nQ4DE3yN+9DkLWQ}5B)zXGHvpOF09WzLtl^C
zS@$Pd7h6;kU+I3)xa{@q&Mukd&t2C?@M4lrU)K;|#94I>&xb#xy=NcCeEIl1H-BaQ
zd+^*4k4YP!=Jm%BZW0?NmMa`WHcyR*<Kbh2s`_acZa;ah;#U`0HXYx6eOG6*bmEf4
zcZ&P*8n~Kg5#J`R90+?IR7$Hp8ThIEdtWf<YyFR%3xQJ}0mfbVyRA>k9ej*Ktod(O
zo2;aF<Mn&NNMrt(`O+Ks-tz}D0)A^ew8FUD2GuBW<=RlCU3XV_(HWoMZvjldLf$HI
z;eSoFFA8uB6noN+1~WS^UM#?vG>QIZ_a#oF?-;jJo#~%QAX#6Pm72OK{mr7RHm|9e
zHqJPITVoLwvjzWJB`KPKqhBd9p|FV6!;F|FY2Wme8l`yHY_qF$Kq7f%{?YX@>1?Ho
zc&qjJ#dFMycXQG%dlnO3Mev^f<Ry{Z#1N{aD`XZZ367lTI+-6+1q5=@U5Z+dS()Px
zW-=4FdHmAtP$djbUr#!Agy6XVhpxdT1EiW#@pAgKV@)yqn7ZBG8=fCO!v&Nju{-eX
zb9xfMF+@yJY>rac{HCzGW7`GMa;?9)Eml@Uz13}o^M){7`$<ywlXCOQhD>ub(7ep{
z*lJnpESRN!AeuomxyjGU*q$Pn&n$;RlDoF##qI?I{@RW0UAn{?Fy?GdO8&G+u2KcD
zqb0{iwHzw%C2HsG#BN$|?LY{>z*qO0L8WQ^&BlgyB=)h<{nvaV_SmEkB0)R0DhGyN
z?6}&G7si+jjLX75GarbXYJ#@zwq<_wq>9iM$90|QyTCNlHtorUC!!esT?Kk*nY@b0
zjc+Vwj-D^1!cjvegTM1@+ej(8%jE@mbU$v4+V~OLKgRxhm?@mkqfQvT0bLo}=k(aU
zxly{>Oc(Hs=dp&K#E%i^i^nf>zSRO%O1^81E;E^zqi=rWLXJy(0Z%Yq0c5AV2j^Zh
zlfE_LA?I;$=Rx6?v#P)WC9r1}%e#_09NW}2mHNh`aDHik)0OF_?t1nF;sBk{HBP3%
zstKP|nHy?cr&wEkX44Y;|Gh;2TD#B5j+s@z<~{$fNA?K*^SW07mXk|bPp*3vVmUd`
z=bzWT5^k>k>v~vOTYFce3k$!jy_qXg25I4Bi6rBHfONEWwPAt6pl~utNiwvn3)0Mi
zOg?N}*U*VtgwppR*Kq@Xtb00B%Z^fn=aV}Fit=}EZnJ7>w_ap(h#?L+*Zggfe{FbW
zy92SpMw)h`H0-Ts3wmc^qvPl&ejE09-Sl__pGuKnO2I5C>iKCW<su)oH<?kgk$b@5
zIX|cB9pfp{!`aJKl9iTGpz6c;6ooIrW+6_ZyZk}1UWNk5%jMzvSIrEIn%dVg{3PX>
zN;QifQe5ivffPzH(!^XxmVB2Yzw|l1yFi@rhKML;<l*IjK)#RmeiFCIMO0djDjaXF
zdOMF_VAZa>cjZRs(`#u%8pOnKUZnG3(lY6Yufc?P{%F`+WUQlOUG5l+N$qHVn%|<V
zUtAkh0WKbO;ZXc=M7RBU@i<>e{)b4(hnnN3N>pQY$b0nKYV0th^SmRCGO128MS-uI
zq{QaVB!}~EekNH~&sU3J%%M~`_+qwmcCC^|0CMyE&{N|N`EVa&>_hIV-_+|XIs4Cy
zS9LfTT8D0KxlQ3hpTCi+N_mYbd@*__I|_9l)em-jS)_JlHg0rB?Uie*H`LB5U>+Jk
zF`9UdN~`WLUcE4odR@_dGLa>rXYga^R<-2n<hZO*Y=XnJDjLPk%CY|Uo-Us)Nuw+8
z@_&DuZjofejhY|FRx2NdFWeD(ZE6!V-}d~bzfo~3>+$vlpXle#n2XnYh$>%x{+MZ`
zM0@$A$&^m-`Hb>Qm)OTI4t*mh!#;B8+rLq{jceWTr;oo)Jxf{IT_ejCsTHPmrt9Lk
zC4Qe-BQ{>0>>>4?#N*P@Dx8n2slIOWk+#x&6OrD)naPN{g{So&J$RMbYF~7!-KA&C
zn3Yo+^J`8BKYM;p`ZzRGwIILZnU1E8)_o11GHS(8;kbZn<Q{kLOrPP@3*KG?xz4U+
z)g%<4v?fij7TkSe;ERy&$|XO;@I>(w9kZE*@w<2;44GOukxNzhnI<vs!Y@?&pvJ0O
z%J;P0ChSC7j~-=}WZfXABUgv4L}-y~g$CUR%RDT&xd%D7=FsoI1xF6)Gb|P@9er$A
zUvyw$=xNi}JZD%~taDFYT`+aPRB6V6B(4{v=ytAob_lC?w@(}YR7_J&*2P^r%wA1c
zD)`bIb<~*@jf(TNpAxIh`7ju`6b%W!NRDa!GC8}ftxIv1h0wtEdpq*hEXvGoM|fgA
z?CK5HhyB=bU-j^Vl~;_77}aW}W~Wz-yG35?ke8}~CE|;wW3mzH84Mh$RGo!^96(aI
z!mf+FTDAn5WC<~7n9jKcp^Ad;xDsW&icBJXD*J^i|5fEpPhLs3PgM>Td6dfMEEXyb
z^foiOiZ1e~LtaO>v24W2u{ZL5s;4wE2OT~f33wGloX^$SC-!PV;l0}<5mrh4hfeXZ
zAbIB`$}b+B26on;!f`=jg=M)mqes3^CgHd%w&>WMp$-KS^pokFSNwfh4I^3mJeX}<
z7FUHJb%y8V0<e*mMCuA7F^5@-Gs*L<`_wk!SfXE-98&^xr8rfgCgU7*9PANy)=5|^
znvq`0L0s-_J_%VrWVf^D@Y+$HJDj(izwi)k$zyf4zg?CrZJyl9fBKdsFmG9+;ei9V
z&$X!edPi508^xfh;_iisB`=9;uZ!(1db!^=B}KaH95Ho<UbU-j1+NNMXmr9}kBNR%
zsP)+p?2nxvtbEK6q(G7EqH^QC<9FfLb}eW$|8n*Z2K_H+wrK9`!SLvcJ(oG8!v|W;
z2g5JyyNaM9J&JnjA^O*;sEp~YI^i833e^x2sUp{9G{Z)SRDv;ICqCTzJn~HD%U4!(
zpk&d?({P7Zi8g{=WnM|m`N?LnW{?j=u<rs*qF;#70gpvCzezMa-6P6=ohn;cVozR>
z2CE~{OW&ZzH4g5QB_D@vz}T%NYi|uQwhT3kcA+i2Cw~2Qn>aQKib-!x4~tvoa@P`K
z6DyugUxo37y~b;lvw4&a=2qU4Lx$dZdwe4#6Nz!mer(~)S``yqQq#DatwYm791IPW
z7ty|9KuK)T(^k54zkFwQ1YhHKj*e(np5*I)Gd05Szncze7boX?PM$1=5TI2^0Kx)8
zz>LZG)y!Owj;<_Fpb@Y^nyxNx7OsEV&@6($b>GTJOIx%5(oX}4c5-vEK%!Yr?jir%
z-Qp(~nge6$shZm%EnHbd2o?``mURN=Ik~+Ycu;e3vd~1jvKaEK$;h(sD>#^0Bc=cI
zSAm6J3+d@<OfY8r(m*c&K{Sg9!4LvHwY;2>ECAZpNW%Y-j+Q6Jk%0eSR#M5<63t?G
zGA#>KgwTyefN)Zt28$r!@^lRrAp#A6KLi44u)t16W)c3=ctSM|fHKlfZUDl-iFp4z
zBl_=CiV#NrYfb_}=>H+(pB~a?u4eX5*8k{piX})hS0@)1&ZA=@XCg}?D<W5-M?@?{
zP$E7eA>fCFh!^<vIQilG8w4Mb1(6ex1J?-|E!`{tkATzG6(AX}vzeQ{6E747V=?;E
z;%sTfhqmH#M7r|YJ9(H{+amcaoE(g}fWFF3mNI}B!NMscDgc2BLWCeNs1Qt8P>2U2
zzyX1903gzUC*f-A<oN%9`(HkIx*)B{AS@yXGRR*a7GW4n5XNG~a?%DxK;VJ^r3oJv
z$3Ja<Ku_R=|7wH6L<9f|pMrzK01lpNgFpf1{<94V1!g?e20;)Q{ZBXu9R9C1C`9OV
zUno=r21wXH`vQ#sH~-N_XgZBEzzo5EwFwD8PtyPjkREYryg#E8==Z;L5rRNPPQyWk
z1w>Bc2ZbRB68%s7gasj|aS;>|5;#p$sIcI_-WPy_oqpf{iXR*SIX#{b1Q4rJxClXn
z{>3+-4SsqKKrH_?uMk88dV0M7hKmRwLjS@AfgmV@f6zq;5X#eZ5keq@Pt#OHSV;J^
zyug5wPLC%d4Eq-i{u_P>fNg-9`Ufr|a6zHdbBKt*AgAd9z`;+y8=Ua@*LXq#r^kcC
z5d!}|=m!-LhW?8N2tk2=$rVBXA#_?M0XW2|d7%PA0)nUULkJ2I)bZbGK!79civHeq
z@&Ng#j(`I4^6xo-Wps*{z<UT0wDtdUJeY_eVF&hiI4B^c&{OXQ%qt8(B^v}dK<)ms
zFAQMYDIO8v5U0n3!JyF7bon#VKh{2=J7I`Zbb-R)BB%KQs7_(%Y5ZU!h|}vF=nFqB
zS5QDUPOp6e+-bcF6#;NL&0nDJzupZ2L7dj7z<VJ6&LdYBGh2J43)zV$q2Orc#6r-l
z1Y@t^<OKK(0P9Yi6I%?DU|RSUWLONv5yIvcz()WgBnY(<7P7E}S|Ok!0x&B<0jQv*
zg^;8;%p3wW7cduuTL@T+SRzHN5W-dvb1MNWC?Io!mLifT9tPUg%*FM@Zb1=H0Rbo(
LJNtcAS+f5Fst&wh

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-reg.xml
new file mode 100644
index 00000000..5aea1b1a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-reg.xml
@@ -0,0 +1,422 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-022-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='78'/>
+         <instruction instr-id='78' subinstr-id='2'/>
+         <instruction instr-id='78' subinstr-id='4'/>
+         <instruction instr-id='78' subinstr-id='6'/>
+         <instruction instr-id='78' subinstr-id='8'/>
+         <instruction instr-id='78' subinstr-id='10'/>
+         <instruction instr-id='78' subinstr-id='12'/>
+         <instruction instr-id='78' subinstr-id='14'/>
+         <instruction instr-id='78' subinstr-id='16'/>
+         <instruction instr-id='78' subinstr-id='20'/>
+         <instruction instr-id='78' subinstr-id='22'/>
+         <instruction instr-id='78' subinstr-id='26'/>
+         <instruction instr-id='78' subinstr-id='28'/>
+         <instruction instr-id='78' subinstr-id='30'/>
+         <instruction instr-id='78' subinstr-id='32'/>
+         <instruction instr-id='78' subinstr-id='34'/>
+         <instruction instr-id='78' subinstr-id='36'/>
+         <instruction instr-id='78' subinstr-id='38'/>
+         <instruction instr-id='78' subinstr-id='40'/>
+         <instruction instr-id='78' subinstr-id='42'/>
+         <instruction instr-id='78' subinstr-id='46'/>
+         <instruction instr-id='78' subinstr-id='48'/>
+         <instruction instr-id='78' subinstr-id='50'/>
+         <instruction instr-id='78' subinstr-id='52'/>
+         <instruction instr-id='78' subinstr-id='54'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='148' subinstr-id='12'/>
+         <instruction instr-id='148' subinstr-id='14'/>
+         <instruction instr-id='148' subinstr-id='16'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='177' subinstr-id='8'/>
+         <instruction instr-id='177' subinstr-id='10'/>
+         <instruction instr-id='177' subinstr-id='14'/>
+         <instruction instr-id='177' subinstr-id='16'/>
+         <instruction instr-id='177' subinstr-id='18'/>
+         <instruction instr-id='177' subinstr-id='20'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='189' subinstr-id='8'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='218' subinstr-id='6'/>
+         <instruction instr-id='218' subinstr-id='8'/>
+         <instruction instr-id='218' subinstr-id='10'/>
+         <instruction instr-id='218' subinstr-id='14'/>
+         <instruction instr-id='218' subinstr-id='16'/>
+         <instruction instr-id='218' subinstr-id='18'/>
+         <instruction instr-id='218' subinstr-id='20'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='4'/>
+         <instruction instr-id='271' subinstr-id='6'/>
+         <instruction instr-id='271' subinstr-id='8'/>
+         <instruction instr-id='271' subinstr-id='10'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='299' subinstr-id='4'/>
+         <instruction instr-id='299' subinstr-id='6'/>
+         <instruction instr-id='299' subinstr-id='8'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='382' subinstr-id='2'/>
+         <instruction instr-id='382' subinstr-id='4'/>
+         <instruction instr-id='382' subinstr-id='6'/>
+         <instruction instr-id='382' subinstr-id='8'/>
+         <instruction instr-id='382' subinstr-id='10'/>
+         <instruction instr-id='382' subinstr-id='12'/>
+         <instruction instr-id='382' subinstr-id='14'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='411' subinstr-id='2'/>
+         <instruction instr-id='411' subinstr-id='4'/>
+         <instruction instr-id='411' subinstr-id='6'/>
+         <instruction instr-id='440'/>
+         <instruction instr-id='440' subinstr-id='2'/>
+         <instruction instr-id='440' subinstr-id='4'/>
+         <instruction instr-id='440' subinstr-id='6'/>
+         <instruction instr-id='469'/>
+         <instruction instr-id='469' subinstr-id='2'/>
+         <instruction instr-id='469' subinstr-id='4'/>
+         <instruction instr-id='469' subinstr-id='6'/>
+         <instruction instr-id='498'/>
+         <instruction instr-id='498' subinstr-id='2'/>
+         <instruction instr-id='498' subinstr-id='4'/>
+         <instruction instr-id='498' subinstr-id='6'/>
+         <instruction instr-id='498' subinstr-id='8'/>
+         <instruction instr-id='593'/>
+         <instruction instr-id='593' subinstr-id='2'/>
+         <instruction instr-id='593' subinstr-id='4'/>
+         <instruction instr-id='593' subinstr-id='6'/>
+         <instruction instr-id='593' subinstr-id='8'/>
+         <instruction instr-id='593' subinstr-id='10'/>
+         <instruction instr-id='593' subinstr-id='12'/>
+         <instruction instr-id='593' subinstr-id='14'/>
+         <instruction instr-id='593' subinstr-id='16'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='651'/>
+         <instruction instr-id='651' subinstr-id='2'/>
+         <instruction instr-id='651' subinstr-id='4'/>
+         <instruction instr-id='651' subinstr-id='6'/>
+         <instruction instr-id='680'/>
+         <instruction instr-id='680' subinstr-id='2'/>
+         <instruction instr-id='680' subinstr-id='4'/>
+         <instruction instr-id='680' subinstr-id='6'/>
+         <instruction instr-id='709'/>
+         <instruction instr-id='709' subinstr-id='2'/>
+         <instruction instr-id='709' subinstr-id='4'/>
+         <instruction instr-id='709' subinstr-id='6'/>
+         <instruction instr-id='709' subinstr-id='8'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='772' subinstr-id='2'/>
+         <instruction instr-id='772' subinstr-id='4'/>
+         <instruction instr-id='772' subinstr-id='6'/>
+         <instruction instr-id='772' subinstr-id='8'/>
+         <instruction instr-id='772' subinstr-id='10'/>
+         <instruction instr-id='772' subinstr-id='12'/>
+         <instruction instr-id='801'/>
+         <instruction instr-id='801' subinstr-id='2'/>
+         <instruction instr-id='801' subinstr-id='4'/>
+         <instruction instr-id='801' subinstr-id='6'/>
+         <instruction instr-id='830'/>
+         <instruction instr-id='830' subinstr-id='2'/>
+         <instruction instr-id='830' subinstr-id='4'/>
+         <instruction instr-id='830' subinstr-id='6'/>
+         <instruction instr-id='859'/>
+         <instruction instr-id='859' subinstr-id='2'/>
+         <instruction instr-id='859' subinstr-id='4'/>
+         <instruction instr-id='859' subinstr-id='6'/>
+         <instruction instr-id='888'/>
+         <instruction instr-id='888' subinstr-id='2'/>
+         <instruction instr-id='888' subinstr-id='4'/>
+         <instruction instr-id='888' subinstr-id='6'/>
+         <instruction instr-id='888' subinstr-id='8'/>
+         <instruction instr-id='951'/>
+         <instruction instr-id='951' subinstr-id='2'/>
+         <instruction instr-id='951' subinstr-id='4'/>
+         <instruction instr-id='951' subinstr-id='6'/>
+         <instruction instr-id='951' subinstr-id='8'/>
+         <instruction instr-id='951' subinstr-id='10'/>
+         <instruction instr-id='951' subinstr-id='12'/>
+         <instruction instr-id='951' subinstr-id='14'/>
+         <instruction instr-id='951' subinstr-id='18'/>
+         <instruction instr-id='951' subinstr-id='20'/>
+         <instruction instr-id='951' subinstr-id='22'/>
+         <instruction instr-id='951' subinstr-id='24'/>
+         <instruction instr-id='951' subinstr-id='26'/>
+         <instruction instr-id='951' subinstr-id='28'/>
+         <instruction instr-id='951' subinstr-id='30'/>
+         <instruction instr-id='951' subinstr-id='32'/>
+         <instruction instr-id='980'/>
+         <instruction instr-id='980' subinstr-id='2'/>
+         <instruction instr-id='980' subinstr-id='4'/>
+         <instruction instr-id='980' subinstr-id='6'/>
+         <instruction instr-id='1009'/>
+         <instruction instr-id='1009' subinstr-id='2'/>
+         <instruction instr-id='1009' subinstr-id='4'/>
+         <instruction instr-id='1009' subinstr-id='6'/>
+         <instruction instr-id='1038'/>
+         <instruction instr-id='1038' subinstr-id='2'/>
+         <instruction instr-id='1038' subinstr-id='4'/>
+         <instruction instr-id='1038' subinstr-id='6'/>
+         <instruction instr-id='1067'/>
+         <instruction instr-id='1067' subinstr-id='2'/>
+         <instruction instr-id='1067' subinstr-id='4'/>
+         <instruction instr-id='1067' subinstr-id='6'/>
+         <instruction instr-id='1067' subinstr-id='8'/>
+         <instruction instr-id='1130'/>
+         <instruction instr-id='1130' subinstr-id='2'/>
+         <instruction instr-id='1130' subinstr-id='4'/>
+         <instruction instr-id='1130' subinstr-id='6'/>
+         <instruction instr-id='1130' subinstr-id='8'/>
+         <instruction instr-id='1130' subinstr-id='12'/>
+         <instruction instr-id='1130' subinstr-id='14'/>
+         <instruction instr-id='1130' subinstr-id='16'/>
+         <instruction instr-id='1130' subinstr-id='18'/>
+         <instruction instr-id='1130' subinstr-id='20'/>
+         <instruction instr-id='1130' subinstr-id='22'/>
+         <instruction instr-id='1130' subinstr-id='24'/>
+         <instruction instr-id='1130' subinstr-id='26'/>
+         <instruction instr-id='1130' subinstr-id='28'/>
+         <instruction instr-id='1159'/>
+         <instruction instr-id='1159' subinstr-id='2'/>
+         <instruction instr-id='1159' subinstr-id='4'/>
+         <instruction instr-id='1159' subinstr-id='6'/>
+         <instruction instr-id='1188'/>
+         <instruction instr-id='1188' subinstr-id='2'/>
+         <instruction instr-id='1188' subinstr-id='4'/>
+         <instruction instr-id='1188' subinstr-id='6'/>
+         <instruction instr-id='1217'/>
+         <instruction instr-id='1217' subinstr-id='2'/>
+         <instruction instr-id='1217' subinstr-id='4'/>
+         <instruction instr-id='1217' subinstr-id='6'/>
+         <instruction instr-id='1246'/>
+         <instruction instr-id='1246' subinstr-id='2'/>
+         <instruction instr-id='1246' subinstr-id='4'/>
+         <instruction instr-id='1246' subinstr-id='6'/>
+         <instruction instr-id='1246' subinstr-id='8'/>
+         <instruction instr-id='1309'/>
+         <instruction instr-id='1309' subinstr-id='2'/>
+         <instruction instr-id='1309' subinstr-id='4'/>
+         <instruction instr-id='1309' subinstr-id='6'/>
+         <instruction instr-id='1309' subinstr-id='8'/>
+         <instruction instr-id='1309' subinstr-id='10'/>
+         <instruction instr-id='1338'/>
+         <instruction instr-id='1338' subinstr-id='2'/>
+         <instruction instr-id='1338' subinstr-id='4'/>
+         <instruction instr-id='1338' subinstr-id='6'/>
+         <instruction instr-id='1367'/>
+         <instruction instr-id='1367' subinstr-id='2'/>
+         <instruction instr-id='1367' subinstr-id='4'/>
+         <instruction instr-id='1367' subinstr-id='6'/>
+         <instruction instr-id='1396'/>
+         <instruction instr-id='1396' subinstr-id='2'/>
+         <instruction instr-id='1396' subinstr-id='4'/>
+         <instruction instr-id='1396' subinstr-id='6'/>
+         <instruction instr-id='1425'/>
+         <instruction instr-id='1425' subinstr-id='2'/>
+         <instruction instr-id='1425' subinstr-id='4'/>
+         <instruction instr-id='1425' subinstr-id='6'/>
+         <instruction instr-id='1425' subinstr-id='8'/>
+         <instruction instr-id='1488'/>
+         <instruction instr-id='1488' subinstr-id='2'/>
+         <instruction instr-id='1488' subinstr-id='4'/>
+         <instruction instr-id='1488' subinstr-id='6'/>
+         <instruction instr-id='1488' subinstr-id='8'/>
+         <instruction instr-id='1488' subinstr-id='10'/>
+         <instruction instr-id='1488' subinstr-id='12'/>
+         <instruction instr-id='1488' subinstr-id='14'/>
+         <instruction instr-id='1488' subinstr-id='16'/>
+         <instruction instr-id='1488' subinstr-id='18'/>
+         <instruction instr-id='1488' subinstr-id='20'/>
+         <instruction instr-id='1488' subinstr-id='22'/>
+         <instruction instr-id='1517'/>
+         <instruction instr-id='1517' subinstr-id='2'/>
+         <instruction instr-id='1517' subinstr-id='4'/>
+         <instruction instr-id='1517' subinstr-id='6'/>
+         <instruction instr-id='1546'/>
+         <instruction instr-id='1546' subinstr-id='2'/>
+         <instruction instr-id='1546' subinstr-id='4'/>
+         <instruction instr-id='1546' subinstr-id='6'/>
+         <instruction instr-id='1575'/>
+         <instruction instr-id='1575' subinstr-id='2'/>
+         <instruction instr-id='1575' subinstr-id='4'/>
+         <instruction instr-id='1575' subinstr-id='6'/>
+         <instruction instr-id='1604'/>
+         <instruction instr-id='1604' subinstr-id='2'/>
+         <instruction instr-id='1604' subinstr-id='4'/>
+         <instruction instr-id='1604' subinstr-id='6'/>
+         <instruction instr-id='1604' subinstr-id='8'/>
+         <instruction instr-id='1667'/>
+         <instruction instr-id='1667' subinstr-id='2'/>
+         <instruction instr-id='1667' subinstr-id='4'/>
+         <instruction instr-id='1667' subinstr-id='6'/>
+         <instruction instr-id='1667' subinstr-id='8'/>
+         <instruction instr-id='1667' subinstr-id='10'/>
+         <instruction instr-id='1667' subinstr-id='12'/>
+         <instruction instr-id='1667' subinstr-id='14'/>
+         <instruction instr-id='1696'/>
+         <instruction instr-id='1696' subinstr-id='2'/>
+         <instruction instr-id='1696' subinstr-id='4'/>
+         <instruction instr-id='1696' subinstr-id='6'/>
+         <instruction instr-id='1725'/>
+         <instruction instr-id='1725' subinstr-id='2'/>
+         <instruction instr-id='1725' subinstr-id='4'/>
+         <instruction instr-id='1725' subinstr-id='6'/>
+         <instruction instr-id='1754'/>
+         <instruction instr-id='1754' subinstr-id='2'/>
+         <instruction instr-id='1754' subinstr-id='4'/>
+         <instruction instr-id='1754' subinstr-id='6'/>
+         <instruction instr-id='1783'/>
+         <instruction instr-id='1783' subinstr-id='2'/>
+         <instruction instr-id='1783' subinstr-id='4'/>
+         <instruction instr-id='1783' subinstr-id='6'/>
+         <instruction instr-id='1783' subinstr-id='8'/>
+         <instruction instr-id='1846'/>
+         <instruction instr-id='1846' subinstr-id='2'/>
+         <instruction instr-id='1846' subinstr-id='4'/>
+         <instruction instr-id='1875'/>
+         <instruction instr-id='1875' subinstr-id='2'/>
+         <instruction instr-id='1875' subinstr-id='4'/>
+         <instruction instr-id='1875' subinstr-id='6'/>
+         <instruction instr-id='1904'/>
+         <instruction instr-id='1904' subinstr-id='2'/>
+         <instruction instr-id='1904' subinstr-id='4'/>
+         <instruction instr-id='1904' subinstr-id='6'/>
+         <instruction instr-id='1933'/>
+         <instruction instr-id='1933' subinstr-id='2'/>
+         <instruction instr-id='1933' subinstr-id='4'/>
+         <instruction instr-id='1933' subinstr-id='6'/>
+         <instruction instr-id='1962'/>
+         <instruction instr-id='1962' subinstr-id='2'/>
+         <instruction instr-id='1962' subinstr-id='4'/>
+         <instruction instr-id='1962' subinstr-id='6'/>
+         <instruction instr-id='1962' subinstr-id='8'/>
+         <instruction instr-id='2025'/>
+         <instruction instr-id='2025' subinstr-id='2'/>
+         <instruction instr-id='2025' subinstr-id='4'/>
+         <instruction instr-id='2025' subinstr-id='6'/>
+         <instruction instr-id='2025' subinstr-id='8'/>
+         <instruction instr-id='2025' subinstr-id='10'/>
+         <instruction instr-id='2025' subinstr-id='12'/>
+         <instruction instr-id='2054'/>
+         <instruction instr-id='2054' subinstr-id='2'/>
+         <instruction instr-id='2054' subinstr-id='4'/>
+         <instruction instr-id='2054' subinstr-id='6'/>
+         <instruction instr-id='2083'/>
+         <instruction instr-id='2083' subinstr-id='2'/>
+         <instruction instr-id='2083' subinstr-id='4'/>
+         <instruction instr-id='2083' subinstr-id='6'/>
+         <instruction instr-id='2112'/>
+         <instruction instr-id='2112' subinstr-id='2'/>
+         <instruction instr-id='2112' subinstr-id='4'/>
+         <instruction instr-id='2112' subinstr-id='6'/>
+         <instruction instr-id='2141'/>
+         <instruction instr-id='2141' subinstr-id='2'/>
+         <instruction instr-id='2141' subinstr-id='4'/>
+         <instruction instr-id='2141' subinstr-id='6'/>
+         <instruction instr-id='2141' subinstr-id='8'/>
+         <instruction instr-id='2204'/>
+         <instruction instr-id='2204' subinstr-id='2'/>
+         <instruction instr-id='2204' subinstr-id='4'/>
+         <instruction instr-id='2233'/>
+         <instruction instr-id='2233' subinstr-id='2'/>
+         <instruction instr-id='2233' subinstr-id='4'/>
+         <instruction instr-id='2233' subinstr-id='6'/>
+         <instruction instr-id='2262'/>
+         <instruction instr-id='2262' subinstr-id='2'/>
+         <instruction instr-id='2262' subinstr-id='4'/>
+         <instruction instr-id='2262' subinstr-id='6'/>
+         <instruction instr-id='2291'/>
+         <instruction instr-id='2291' subinstr-id='2'/>
+         <instruction instr-id='2291' subinstr-id='4'/>
+         <instruction instr-id='2291' subinstr-id='6'/>
+         <instruction instr-id='2320'/>
+         <instruction instr-id='2320' subinstr-id='2'/>
+         <instruction instr-id='2320' subinstr-id='4'/>
+         <instruction instr-id='2320' subinstr-id='6'/>
+         <instruction instr-id='2320' subinstr-id='8'/>
+         <instruction instr-id='2383'/>
+         <instruction instr-id='2383' subinstr-id='2'/>
+         <instruction instr-id='2383' subinstr-id='4'/>
+         <instruction instr-id='2383' subinstr-id='6'/>
+         <instruction instr-id='2383' subinstr-id='8'/>
+         <instruction instr-id='2383' subinstr-id='10'/>
+         <instruction instr-id='2383' subinstr-id='12'/>
+         <instruction instr-id='2383' subinstr-id='14'/>
+         <instruction instr-id='2383' subinstr-id='16'/>
+         <instruction instr-id='2383' subinstr-id='18'/>
+         <instruction instr-id='2383' subinstr-id='20'/>
+         <instruction instr-id='2383' subinstr-id='22'/>
+         <instruction instr-id='2383' subinstr-id='24'/>
+         <instruction instr-id='2383' subinstr-id='26'/>
+         <instruction instr-id='2412'/>
+         <instruction instr-id='2412' subinstr-id='2'/>
+         <instruction instr-id='2412' subinstr-id='4'/>
+         <instruction instr-id='2412' subinstr-id='6'/>
+         <instruction instr-id='2441'/>
+         <instruction instr-id='2441' subinstr-id='2'/>
+         <instruction instr-id='2441' subinstr-id='4'/>
+         <instruction instr-id='2441' subinstr-id='6'/>
+         <instruction instr-id='2470'/>
+         <instruction instr-id='2470' subinstr-id='2'/>
+         <instruction instr-id='2470' subinstr-id='4'/>
+         <instruction instr-id='2470' subinstr-id='6'/>
+         <instruction instr-id='2499'/>
+         <instruction instr-id='2499' subinstr-id='2'/>
+         <instruction instr-id='2499' subinstr-id='4'/>
+         <instruction instr-id='2499' subinstr-id='6'/>
+         <instruction instr-id='2499' subinstr-id='8'/>
+         <instruction instr-id='2562'/>
+         <instruction instr-id='2562' subinstr-id='2'/>
+         <instruction instr-id='2562' subinstr-id='4'/>
+         <instruction instr-id='2562' subinstr-id='6'/>
+         <instruction instr-id='2562' subinstr-id='8'/>
+         <instruction instr-id='2562' subinstr-id='10'/>
+         <instruction instr-id='2562' subinstr-id='12'/>
+         <instruction instr-id='2591'/>
+         <instruction instr-id='2591' subinstr-id='2'/>
+         <instruction instr-id='2591' subinstr-id='4'/>
+         <instruction instr-id='2591' subinstr-id='6'/>
+         <instruction instr-id='2620'/>
+         <instruction instr-id='2620' subinstr-id='2'/>
+         <instruction instr-id='2620' subinstr-id='4'/>
+         <instruction instr-id='2620' subinstr-id='6'/>
+         <instruction instr-id='2649'/>
+         <instruction instr-id='2649' subinstr-id='2'/>
+         <instruction instr-id='2649' subinstr-id='4'/>
+         <instruction instr-id='2649' subinstr-id='6'/>
+         <instruction instr-id='2678'/>
+         <instruction instr-id='2678' subinstr-id='2'/>
+         <instruction instr-id='2678' subinstr-id='4'/>
+         <instruction instr-id='2678' subinstr-id='6'/>
+         <instruction instr-id='2678' subinstr-id='8'/>
+         <bounding-box x1='62' y1='327' x2='353' y2='505'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-str.xml
new file mode 100644
index 00000000..01722bbd
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022-str.xml
@@ -0,0 +1,708 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-022-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="83" x2="130" y1="483" y2="493"/>
+                <content>Substance</content>
+                <instruction instr-id="148" subinstr-id="0"/>
+                <instruction instr-id="148" subinstr-id="2"/>
+                <instruction instr-id="148" subinstr-id="4"/>
+                <instruction instr-id="148" subinstr-id="6"/>
+                <instruction instr-id="148" subinstr-id="8"/>
+                <instruction instr-id="148" subinstr-id="10"/>
+                <instruction instr-id="148" subinstr-id="12"/>
+                <instruction instr-id="148" subinstr-id="14"/>
+                <instruction instr-id="148" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="4" start-row="0">
+                <bounding-box x1="191" x2="328" y1="495" y2="505"/>
+                <content>Frequency of substance abuse</content>
+                <instruction instr-id="78" subinstr-id="0"/>
+                <instruction instr-id="78" subinstr-id="2"/>
+                <instruction instr-id="78" subinstr-id="4"/>
+                <instruction instr-id="78" subinstr-id="6"/>
+                <instruction instr-id="78" subinstr-id="8"/>
+                <instruction instr-id="78" subinstr-id="10"/>
+                <instruction instr-id="78" subinstr-id="12"/>
+                <instruction instr-id="78" subinstr-id="14"/>
+                <instruction instr-id="78" subinstr-id="16"/>
+                <instruction instr-id="78" subinstr-id="20"/>
+                <instruction instr-id="78" subinstr-id="22"/>
+                <instruction instr-id="78" subinstr-id="26"/>
+                <instruction instr-id="78" subinstr-id="28"/>
+                <instruction instr-id="78" subinstr-id="30"/>
+                <instruction instr-id="78" subinstr-id="32"/>
+                <instruction instr-id="78" subinstr-id="34"/>
+                <instruction instr-id="78" subinstr-id="36"/>
+                <instruction instr-id="78" subinstr-id="38"/>
+                <instruction instr-id="78" subinstr-id="40"/>
+                <instruction instr-id="78" subinstr-id="42"/>
+                <instruction instr-id="78" subinstr-id="46"/>
+                <instruction instr-id="78" subinstr-id="48"/>
+                <instruction instr-id="78" subinstr-id="50"/>
+                <instruction instr-id="78" subinstr-id="52"/>
+                <instruction instr-id="78" subinstr-id="54"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="164" x2="203" y1="472" y2="492"/>
+                <content>In the last
+month</content>
+                <instruction instr-id="177" subinstr-id="0"/>
+                <instruction instr-id="177" subinstr-id="2"/>
+                <instruction instr-id="177" subinstr-id="6"/>
+                <instruction instr-id="177" subinstr-id="8"/>
+                <instruction instr-id="177" subinstr-id="10"/>
+                <instruction instr-id="177" subinstr-id="14"/>
+                <instruction instr-id="177" subinstr-id="16"/>
+                <instruction instr-id="177" subinstr-id="18"/>
+                <instruction instr-id="177" subinstr-id="20"/>
+                <instruction instr-id="189" subinstr-id="0"/>
+                <instruction instr-id="189" subinstr-id="2"/>
+                <instruction instr-id="189" subinstr-id="4"/>
+                <instruction instr-id="189" subinstr-id="6"/>
+                <instruction instr-id="189" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="218" x2="257" y1="472" y2="492"/>
+                <content>In the last
+year</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+                <instruction instr-id="218" subinstr-id="6"/>
+                <instruction instr-id="218" subinstr-id="8"/>
+                <instruction instr-id="218" subinstr-id="10"/>
+                <instruction instr-id="218" subinstr-id="14"/>
+                <instruction instr-id="218" subinstr-id="16"/>
+                <instruction instr-id="218" subinstr-id="18"/>
+                <instruction instr-id="218" subinstr-id="20"/>
+                <instruction instr-id="230" subinstr-id="0"/>
+                <instruction instr-id="230" subinstr-id="2"/>
+                <instruction instr-id="230" subinstr-id="4"/>
+                <instruction instr-id="230" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="271" x2="311" y1="472" y2="492"/>
+                <content>More than
+a year</content>
+                <instruction instr-id="259" subinstr-id="0"/>
+                <instruction instr-id="259" subinstr-id="2"/>
+                <instruction instr-id="259" subinstr-id="4"/>
+                <instruction instr-id="259" subinstr-id="6"/>
+                <instruction instr-id="259" subinstr-id="10"/>
+                <instruction instr-id="259" subinstr-id="12"/>
+                <instruction instr-id="259" subinstr-id="14"/>
+                <instruction instr-id="259" subinstr-id="16"/>
+                <instruction instr-id="271" subinstr-id="0"/>
+                <instruction instr-id="271" subinstr-id="4"/>
+                <instruction instr-id="271" subinstr-id="6"/>
+                <instruction instr-id="271" subinstr-id="8"/>
+                <instruction instr-id="271" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="329" x2="353" y1="483" y2="492"/>
+                <content>Never</content>
+                <instruction instr-id="299" subinstr-id="0"/>
+                <instruction instr-id="299" subinstr-id="2"/>
+                <instruction instr-id="299" subinstr-id="4"/>
+                <instruction instr-id="299" subinstr-id="6"/>
+                <instruction instr-id="299" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="62" x2="101" y1="460" y2="469"/>
+                <content>Cannabis</content>
+                <instruction instr-id="382" subinstr-id="0"/>
+                <instruction instr-id="382" subinstr-id="2"/>
+                <instruction instr-id="382" subinstr-id="4"/>
+                <instruction instr-id="382" subinstr-id="6"/>
+                <instruction instr-id="382" subinstr-id="8"/>
+                <instruction instr-id="382" subinstr-id="10"/>
+                <instruction instr-id="382" subinstr-id="12"/>
+                <instruction instr-id="382" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="173" x2="193" y1="460" y2="469"/>
+                <content>9.6%</content>
+                <instruction instr-id="411" subinstr-id="0"/>
+                <instruction instr-id="411" subinstr-id="2"/>
+                <instruction instr-id="411" subinstr-id="4"/>
+                <instruction instr-id="411" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="227" x2="247" y1="460" y2="469"/>
+                <content>4.0%</content>
+                <instruction instr-id="440" subinstr-id="0"/>
+                <instruction instr-id="440" subinstr-id="2"/>
+                <instruction instr-id="440" subinstr-id="4"/>
+                <instruction instr-id="440" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="281" x2="301" y1="460" y2="469"/>
+                <content>6.3%</content>
+                <instruction instr-id="469" subinstr-id="0"/>
+                <instruction instr-id="469" subinstr-id="2"/>
+                <instruction instr-id="469" subinstr-id="4"/>
+                <instruction instr-id="469" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="328" x2="353" y1="460" y2="469"/>
+                <content>80.1%</content>
+                <instruction instr-id="498" subinstr-id="0"/>
+                <instruction instr-id="498" subinstr-id="2"/>
+                <instruction instr-id="498" subinstr-id="4"/>
+                <instruction instr-id="498" subinstr-id="6"/>
+                <instruction instr-id="498" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="62" x2="99" y1="449" y2="458"/>
+                <content>Inhalants</content>
+                <instruction instr-id="593" subinstr-id="0"/>
+                <instruction instr-id="593" subinstr-id="2"/>
+                <instruction instr-id="593" subinstr-id="4"/>
+                <instruction instr-id="593" subinstr-id="6"/>
+                <instruction instr-id="593" subinstr-id="8"/>
+                <instruction instr-id="593" subinstr-id="10"/>
+                <instruction instr-id="593" subinstr-id="12"/>
+                <instruction instr-id="593" subinstr-id="14"/>
+                <instruction instr-id="593" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="173" x2="193" y1="449" y2="458"/>
+                <content>2.7%</content>
+                <instruction instr-id="622" subinstr-id="0"/>
+                <instruction instr-id="622" subinstr-id="2"/>
+                <instruction instr-id="622" subinstr-id="4"/>
+                <instruction instr-id="622" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="227" x2="247" y1="449" y2="458"/>
+                <content>1.6%</content>
+                <instruction instr-id="651" subinstr-id="0"/>
+                <instruction instr-id="651" subinstr-id="2"/>
+                <instruction instr-id="651" subinstr-id="4"/>
+                <instruction instr-id="651" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="281" x2="301" y1="449" y2="458"/>
+                <content>4.1%</content>
+                <instruction instr-id="680" subinstr-id="0"/>
+                <instruction instr-id="680" subinstr-id="2"/>
+                <instruction instr-id="680" subinstr-id="4"/>
+                <instruction instr-id="680" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="328" x2="353" y1="449" y2="458"/>
+                <content>91.6%</content>
+                <instruction instr-id="709" subinstr-id="0"/>
+                <instruction instr-id="709" subinstr-id="2"/>
+                <instruction instr-id="709" subinstr-id="4"/>
+                <instruction instr-id="709" subinstr-id="6"/>
+                <instruction instr-id="709" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="62" x2="94" y1="438" y2="447"/>
+                <content>Ecstasy</content>
+                <instruction instr-id="772" subinstr-id="0"/>
+                <instruction instr-id="772" subinstr-id="2"/>
+                <instruction instr-id="772" subinstr-id="4"/>
+                <instruction instr-id="772" subinstr-id="6"/>
+                <instruction instr-id="772" subinstr-id="8"/>
+                <instruction instr-id="772" subinstr-id="10"/>
+                <instruction instr-id="772" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="173" x2="193" y1="438" y2="447"/>
+                <content>2.1%</content>
+                <instruction instr-id="801" subinstr-id="0"/>
+                <instruction instr-id="801" subinstr-id="2"/>
+                <instruction instr-id="801" subinstr-id="4"/>
+                <instruction instr-id="801" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="227" x2="247" y1="438" y2="447"/>
+                <content>0.9%</content>
+                <instruction instr-id="830" subinstr-id="0"/>
+                <instruction instr-id="830" subinstr-id="2"/>
+                <instruction instr-id="830" subinstr-id="4"/>
+                <instruction instr-id="830" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="281" x2="301" y1="438" y2="447"/>
+                <content>3.0%</content>
+                <instruction instr-id="859" subinstr-id="0"/>
+                <instruction instr-id="859" subinstr-id="2"/>
+                <instruction instr-id="859" subinstr-id="4"/>
+                <instruction instr-id="859" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="328" x2="353" y1="438" y2="447"/>
+                <content>94.0%</content>
+                <instruction instr-id="888" subinstr-id="0"/>
+                <instruction instr-id="888" subinstr-id="2"/>
+                <instruction instr-id="888" subinstr-id="4"/>
+                <instruction instr-id="888" subinstr-id="6"/>
+                <instruction instr-id="888" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="62" x2="131" y1="427" y2="436"/>
+                <content>Anabolic steroids</content>
+                <instruction instr-id="951" subinstr-id="0"/>
+                <instruction instr-id="951" subinstr-id="2"/>
+                <instruction instr-id="951" subinstr-id="4"/>
+                <instruction instr-id="951" subinstr-id="6"/>
+                <instruction instr-id="951" subinstr-id="8"/>
+                <instruction instr-id="951" subinstr-id="10"/>
+                <instruction instr-id="951" subinstr-id="12"/>
+                <instruction instr-id="951" subinstr-id="14"/>
+                <instruction instr-id="951" subinstr-id="18"/>
+                <instruction instr-id="951" subinstr-id="20"/>
+                <instruction instr-id="951" subinstr-id="22"/>
+                <instruction instr-id="951" subinstr-id="24"/>
+                <instruction instr-id="951" subinstr-id="26"/>
+                <instruction instr-id="951" subinstr-id="28"/>
+                <instruction instr-id="951" subinstr-id="30"/>
+                <instruction instr-id="951" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="173" x2="193" y1="427" y2="436"/>
+                <content>2.1%</content>
+                <instruction instr-id="980" subinstr-id="0"/>
+                <instruction instr-id="980" subinstr-id="2"/>
+                <instruction instr-id="980" subinstr-id="4"/>
+                <instruction instr-id="980" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="227" x2="247" y1="427" y2="436"/>
+                <content>0.2%</content>
+                <instruction instr-id="1009" subinstr-id="0"/>
+                <instruction instr-id="1009" subinstr-id="2"/>
+                <instruction instr-id="1009" subinstr-id="4"/>
+                <instruction instr-id="1009" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="281" x2="301" y1="427" y2="436"/>
+                <content>0.7%</content>
+                <instruction instr-id="1038" subinstr-id="0"/>
+                <instruction instr-id="1038" subinstr-id="2"/>
+                <instruction instr-id="1038" subinstr-id="4"/>
+                <instruction instr-id="1038" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="328" x2="353" y1="427" y2="436"/>
+                <content>97.0%</content>
+                <instruction instr-id="1067" subinstr-id="0"/>
+                <instruction instr-id="1067" subinstr-id="2"/>
+                <instruction instr-id="1067" subinstr-id="4"/>
+                <instruction instr-id="1067" subinstr-id="6"/>
+                <instruction instr-id="1067" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="62" x2="136" y1="416" y2="425"/>
+                <content>Magic mushrooms</content>
+                <instruction instr-id="1130" subinstr-id="0"/>
+                <instruction instr-id="1130" subinstr-id="2"/>
+                <instruction instr-id="1130" subinstr-id="4"/>
+                <instruction instr-id="1130" subinstr-id="6"/>
+                <instruction instr-id="1130" subinstr-id="8"/>
+                <instruction instr-id="1130" subinstr-id="12"/>
+                <instruction instr-id="1130" subinstr-id="14"/>
+                <instruction instr-id="1130" subinstr-id="16"/>
+                <instruction instr-id="1130" subinstr-id="18"/>
+                <instruction instr-id="1130" subinstr-id="20"/>
+                <instruction instr-id="1130" subinstr-id="22"/>
+                <instruction instr-id="1130" subinstr-id="24"/>
+                <instruction instr-id="1130" subinstr-id="26"/>
+                <instruction instr-id="1130" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="173" x2="193" y1="416" y2="425"/>
+                <content>2.1%</content>
+                <instruction instr-id="1159" subinstr-id="0"/>
+                <instruction instr-id="1159" subinstr-id="2"/>
+                <instruction instr-id="1159" subinstr-id="4"/>
+                <instruction instr-id="1159" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="227" x2="247" y1="416" y2="425"/>
+                <content>0.5%</content>
+                <instruction instr-id="1188" subinstr-id="0"/>
+                <instruction instr-id="1188" subinstr-id="2"/>
+                <instruction instr-id="1188" subinstr-id="4"/>
+                <instruction instr-id="1188" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="281" x2="301" y1="416" y2="425"/>
+                <content>1.1%</content>
+                <instruction instr-id="1217" subinstr-id="0"/>
+                <instruction instr-id="1217" subinstr-id="2"/>
+                <instruction instr-id="1217" subinstr-id="4"/>
+                <instruction instr-id="1217" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="328" x2="353" y1="416" y2="425"/>
+                <content>96.3%</content>
+                <instruction instr-id="1246" subinstr-id="0"/>
+                <instruction instr-id="1246" subinstr-id="2"/>
+                <instruction instr-id="1246" subinstr-id="4"/>
+                <instruction instr-id="1246" subinstr-id="6"/>
+                <instruction instr-id="1246" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="62" x2="89" y1="405" y2="414"/>
+                <content>Heroin</content>
+                <instruction instr-id="1309" subinstr-id="0"/>
+                <instruction instr-id="1309" subinstr-id="2"/>
+                <instruction instr-id="1309" subinstr-id="4"/>
+                <instruction instr-id="1309" subinstr-id="6"/>
+                <instruction instr-id="1309" subinstr-id="8"/>
+                <instruction instr-id="1309" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="173" x2="193" y1="405" y2="414"/>
+                <content>0.5%</content>
+                <instruction instr-id="1338" subinstr-id="0"/>
+                <instruction instr-id="1338" subinstr-id="2"/>
+                <instruction instr-id="1338" subinstr-id="4"/>
+                <instruction instr-id="1338" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="227" x2="247" y1="405" y2="414"/>
+                <content>0.0%</content>
+                <instruction instr-id="1367" subinstr-id="0"/>
+                <instruction instr-id="1367" subinstr-id="2"/>
+                <instruction instr-id="1367" subinstr-id="4"/>
+                <instruction instr-id="1367" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="281" x2="301" y1="405" y2="414"/>
+                <content>0.5%</content>
+                <instruction instr-id="1396" subinstr-id="0"/>
+                <instruction instr-id="1396" subinstr-id="2"/>
+                <instruction instr-id="1396" subinstr-id="4"/>
+                <instruction instr-id="1396" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="328" x2="353" y1="405" y2="414"/>
+                <content>99.0%</content>
+                <instruction instr-id="1425" subinstr-id="0"/>
+                <instruction instr-id="1425" subinstr-id="2"/>
+                <instruction instr-id="1425" subinstr-id="4"/>
+                <instruction instr-id="1425" subinstr-id="6"/>
+                <instruction instr-id="1425" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="62" x2="123" y1="394" y2="403"/>
+                <content>Amphetamines</content>
+                <instruction instr-id="1488" subinstr-id="0"/>
+                <instruction instr-id="1488" subinstr-id="2"/>
+                <instruction instr-id="1488" subinstr-id="4"/>
+                <instruction instr-id="1488" subinstr-id="6"/>
+                <instruction instr-id="1488" subinstr-id="8"/>
+                <instruction instr-id="1488" subinstr-id="10"/>
+                <instruction instr-id="1488" subinstr-id="12"/>
+                <instruction instr-id="1488" subinstr-id="14"/>
+                <instruction instr-id="1488" subinstr-id="16"/>
+                <instruction instr-id="1488" subinstr-id="18"/>
+                <instruction instr-id="1488" subinstr-id="20"/>
+                <instruction instr-id="1488" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="173" x2="193" y1="394" y2="403"/>
+                <content>2.5%</content>
+                <instruction instr-id="1517" subinstr-id="0"/>
+                <instruction instr-id="1517" subinstr-id="2"/>
+                <instruction instr-id="1517" subinstr-id="4"/>
+                <instruction instr-id="1517" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="227" x2="247" y1="394" y2="403"/>
+                <content>0.7%</content>
+                <instruction instr-id="1546" subinstr-id="0"/>
+                <instruction instr-id="1546" subinstr-id="2"/>
+                <instruction instr-id="1546" subinstr-id="4"/>
+                <instruction instr-id="1546" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="281" x2="301" y1="394" y2="403"/>
+                <content>0.7%</content>
+                <instruction instr-id="1575" subinstr-id="0"/>
+                <instruction instr-id="1575" subinstr-id="2"/>
+                <instruction instr-id="1575" subinstr-id="4"/>
+                <instruction instr-id="1575" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="328" x2="353" y1="394" y2="403"/>
+                <content>96.1%</content>
+                <instruction instr-id="1604" subinstr-id="0"/>
+                <instruction instr-id="1604" subinstr-id="2"/>
+                <instruction instr-id="1604" subinstr-id="4"/>
+                <instruction instr-id="1604" subinstr-id="6"/>
+                <instruction instr-id="1604" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="62" x2="101" y1="383" y2="392"/>
+                <content>Ketamine</content>
+                <instruction instr-id="1667" subinstr-id="0"/>
+                <instruction instr-id="1667" subinstr-id="2"/>
+                <instruction instr-id="1667" subinstr-id="4"/>
+                <instruction instr-id="1667" subinstr-id="6"/>
+                <instruction instr-id="1667" subinstr-id="8"/>
+                <instruction instr-id="1667" subinstr-id="10"/>
+                <instruction instr-id="1667" subinstr-id="12"/>
+                <instruction instr-id="1667" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="173" x2="193" y1="383" y2="392"/>
+                <content>2.1%</content>
+                <instruction instr-id="1696" subinstr-id="0"/>
+                <instruction instr-id="1696" subinstr-id="2"/>
+                <instruction instr-id="1696" subinstr-id="4"/>
+                <instruction instr-id="1696" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="227" x2="247" y1="383" y2="392"/>
+                <content>0.0%</content>
+                <instruction instr-id="1725" subinstr-id="0"/>
+                <instruction instr-id="1725" subinstr-id="2"/>
+                <instruction instr-id="1725" subinstr-id="4"/>
+                <instruction instr-id="1725" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="281" x2="301" y1="383" y2="392"/>
+                <content>0.5%</content>
+                <instruction instr-id="1754" subinstr-id="0"/>
+                <instruction instr-id="1754" subinstr-id="2"/>
+                <instruction instr-id="1754" subinstr-id="4"/>
+                <instruction instr-id="1754" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="328" x2="353" y1="383" y2="392"/>
+                <content>97.4%</content>
+                <instruction instr-id="1783" subinstr-id="0"/>
+                <instruction instr-id="1783" subinstr-id="2"/>
+                <instruction instr-id="1783" subinstr-id="4"/>
+                <instruction instr-id="1783" subinstr-id="6"/>
+                <instruction instr-id="1783" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="62" x2="80" y1="372" y2="381"/>
+                <content>LSD</content>
+                <instruction instr-id="1846" subinstr-id="0"/>
+                <instruction instr-id="1846" subinstr-id="2"/>
+                <instruction instr-id="1846" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="173" x2="193" y1="372" y2="381"/>
+                <content>2.3%</content>
+                <instruction instr-id="1875" subinstr-id="0"/>
+                <instruction instr-id="1875" subinstr-id="2"/>
+                <instruction instr-id="1875" subinstr-id="4"/>
+                <instruction instr-id="1875" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="227" x2="247" y1="372" y2="381"/>
+                <content>0.9%</content>
+                <instruction instr-id="1904" subinstr-id="0"/>
+                <instruction instr-id="1904" subinstr-id="2"/>
+                <instruction instr-id="1904" subinstr-id="4"/>
+                <instruction instr-id="1904" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="281" x2="301" y1="372" y2="381"/>
+                <content>1.4%</content>
+                <instruction instr-id="1933" subinstr-id="0"/>
+                <instruction instr-id="1933" subinstr-id="2"/>
+                <instruction instr-id="1933" subinstr-id="4"/>
+                <instruction instr-id="1933" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="328" x2="353" y1="372" y2="381"/>
+                <content>95.4%</content>
+                <instruction instr-id="1962" subinstr-id="0"/>
+                <instruction instr-id="1962" subinstr-id="2"/>
+                <instruction instr-id="1962" subinstr-id="4"/>
+                <instruction instr-id="1962" subinstr-id="6"/>
+                <instruction instr-id="1962" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="62" x2="96" y1="361" y2="370"/>
+                <content>Cocaine</content>
+                <instruction instr-id="2025" subinstr-id="0"/>
+                <instruction instr-id="2025" subinstr-id="2"/>
+                <instruction instr-id="2025" subinstr-id="4"/>
+                <instruction instr-id="2025" subinstr-id="6"/>
+                <instruction instr-id="2025" subinstr-id="8"/>
+                <instruction instr-id="2025" subinstr-id="10"/>
+                <instruction instr-id="2025" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="173" x2="193" y1="361" y2="370"/>
+                <content>4.4%</content>
+                <instruction instr-id="2054" subinstr-id="0"/>
+                <instruction instr-id="2054" subinstr-id="2"/>
+                <instruction instr-id="2054" subinstr-id="4"/>
+                <instruction instr-id="2054" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="227" x2="247" y1="361" y2="370"/>
+                <content>1.6%</content>
+                <instruction instr-id="2083" subinstr-id="0"/>
+                <instruction instr-id="2083" subinstr-id="2"/>
+                <instruction instr-id="2083" subinstr-id="4"/>
+                <instruction instr-id="2083" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="281" x2="301" y1="361" y2="370"/>
+                <content>1.8%</content>
+                <instruction instr-id="2112" subinstr-id="0"/>
+                <instruction instr-id="2112" subinstr-id="2"/>
+                <instruction instr-id="2112" subinstr-id="4"/>
+                <instruction instr-id="2112" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="328" x2="353" y1="361" y2="370"/>
+                <content>92.2%</content>
+                <instruction instr-id="2141" subinstr-id="0"/>
+                <instruction instr-id="2141" subinstr-id="2"/>
+                <instruction instr-id="2141" subinstr-id="4"/>
+                <instruction instr-id="2141" subinstr-id="6"/>
+                <instruction instr-id="2141" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="62" x2="82" y1="350" y2="359"/>
+                <content>GHB</content>
+                <instruction instr-id="2204" subinstr-id="0"/>
+                <instruction instr-id="2204" subinstr-id="2"/>
+                <instruction instr-id="2204" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="173" x2="193" y1="350" y2="359"/>
+                <content>1.1%</content>
+                <instruction instr-id="2233" subinstr-id="0"/>
+                <instruction instr-id="2233" subinstr-id="2"/>
+                <instruction instr-id="2233" subinstr-id="4"/>
+                <instruction instr-id="2233" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="227" x2="247" y1="350" y2="359"/>
+                <content>0.0%</content>
+                <instruction instr-id="2262" subinstr-id="0"/>
+                <instruction instr-id="2262" subinstr-id="2"/>
+                <instruction instr-id="2262" subinstr-id="4"/>
+                <instruction instr-id="2262" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="281" x2="301" y1="350" y2="359"/>
+                <content>0.0%</content>
+                <instruction instr-id="2291" subinstr-id="0"/>
+                <instruction instr-id="2291" subinstr-id="2"/>
+                <instruction instr-id="2291" subinstr-id="4"/>
+                <instruction instr-id="2291" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="328" x2="353" y1="350" y2="359"/>
+                <content>98.9%</content>
+                <instruction instr-id="2320" subinstr-id="0"/>
+                <instruction instr-id="2320" subinstr-id="2"/>
+                <instruction instr-id="2320" subinstr-id="4"/>
+                <instruction instr-id="2320" subinstr-id="6"/>
+                <instruction instr-id="2320" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="62" x2="116" y1="338" y2="347"/>
+                <content>Tranquillisers</content>
+                <instruction instr-id="2383" subinstr-id="0"/>
+                <instruction instr-id="2383" subinstr-id="2"/>
+                <instruction instr-id="2383" subinstr-id="4"/>
+                <instruction instr-id="2383" subinstr-id="6"/>
+                <instruction instr-id="2383" subinstr-id="8"/>
+                <instruction instr-id="2383" subinstr-id="10"/>
+                <instruction instr-id="2383" subinstr-id="12"/>
+                <instruction instr-id="2383" subinstr-id="14"/>
+                <instruction instr-id="2383" subinstr-id="16"/>
+                <instruction instr-id="2383" subinstr-id="18"/>
+                <instruction instr-id="2383" subinstr-id="20"/>
+                <instruction instr-id="2383" subinstr-id="22"/>
+                <instruction instr-id="2383" subinstr-id="24"/>
+                <instruction instr-id="2383" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="173" x2="193" y1="338" y2="347"/>
+                <content>3.4%</content>
+                <instruction instr-id="2412" subinstr-id="0"/>
+                <instruction instr-id="2412" subinstr-id="2"/>
+                <instruction instr-id="2412" subinstr-id="4"/>
+                <instruction instr-id="2412" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="227" x2="247" y1="338" y2="347"/>
+                <content>1.4%</content>
+                <instruction instr-id="2441" subinstr-id="0"/>
+                <instruction instr-id="2441" subinstr-id="2"/>
+                <instruction instr-id="2441" subinstr-id="4"/>
+                <instruction instr-id="2441" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="281" x2="301" y1="338" y2="347"/>
+                <content>1.8%</content>
+                <instruction instr-id="2470" subinstr-id="0"/>
+                <instruction instr-id="2470" subinstr-id="2"/>
+                <instruction instr-id="2470" subinstr-id="4"/>
+                <instruction instr-id="2470" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="328" x2="353" y1="338" y2="347"/>
+                <content>93.4%</content>
+                <instruction instr-id="2499" subinstr-id="0"/>
+                <instruction instr-id="2499" subinstr-id="2"/>
+                <instruction instr-id="2499" subinstr-id="4"/>
+                <instruction instr-id="2499" subinstr-id="6"/>
+                <instruction instr-id="2499" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="62" x2="88" y1="327" y2="336"/>
+                <content>Ritalin</content>
+                <instruction instr-id="2562" subinstr-id="0"/>
+                <instruction instr-id="2562" subinstr-id="2"/>
+                <instruction instr-id="2562" subinstr-id="4"/>
+                <instruction instr-id="2562" subinstr-id="6"/>
+                <instruction instr-id="2562" subinstr-id="8"/>
+                <instruction instr-id="2562" subinstr-id="10"/>
+                <instruction instr-id="2562" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="173" x2="193" y1="327" y2="336"/>
+                <content>1.1%</content>
+                <instruction instr-id="2591" subinstr-id="0"/>
+                <instruction instr-id="2591" subinstr-id="2"/>
+                <instruction instr-id="2591" subinstr-id="4"/>
+                <instruction instr-id="2591" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="227" x2="247" y1="327" y2="336"/>
+                <content>0.0%</content>
+                <instruction instr-id="2620" subinstr-id="0"/>
+                <instruction instr-id="2620" subinstr-id="2"/>
+                <instruction instr-id="2620" subinstr-id="4"/>
+                <instruction instr-id="2620" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="281" x2="301" y1="327" y2="336"/>
+                <content>0.0%</content>
+                <instruction instr-id="2649" subinstr-id="0"/>
+                <instruction instr-id="2649" subinstr-id="2"/>
+                <instruction instr-id="2649" subinstr-id="4"/>
+                <instruction instr-id="2649" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="328" x2="353" y1="327" y2="336"/>
+                <content>98.9%</content>
+                <instruction instr-id="2678" subinstr-id="0"/>
+                <instruction instr-id="2678" subinstr-id="2"/>
+                <instruction instr-id="2678" subinstr-id="4"/>
+                <instruction instr-id="2678" subinstr-id="6"/>
+                <instruction instr-id="2678" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..46ec129c865fe83b928acb073e0b221a56394be8
GIT binary patch
literal 63803
zcmd?R1z1(z_dW<BEhPvDBHhBJyE~-2^AZx5?n^5zB_JRmB`qc0QVJrSN`t_q<I*t)
z<@^2kn_tX-=6PnGd1g4^iM`g^YrlJ~z0W!B_t2_J$*{1qa$(ReEf0=ja8s~RK+IoI
z7=Yv*Ex}%3OA3$_*u&NWtS&1-!NJW<!Ek+j-P+oUfPg?jK|w%3Kuk<rP*5;GKi}5Y
zHhq09CMITRe!G>Fl<@KKWo2bSAP^}jseph0Q&Uq>QBgKFHWL$*o}Ql3(NS7jT4ZEo
zc6RozuCAJzn!38W>FH?@2qYmPVQg$1A0Pkf)hk_HU0Yk*_wV1Yt*s>_B#@Jni-?F&
zQBj?po$c)GFf%j5V6dyJD?_*2Eif=JJUo1Ga1aWGK7IPMyu7@yurMhp$<@`Bo}PYx
zfB*3CaA|4D+}vDWU%#)f4+#lrczBqTlaq&sr>v|@Lqp@qlP95}p(-jWPEJltOiUys
zBse%YU%q_#_3M|GmX@K*?ItfTUtL{|ii+Ca-fqZvyA>A~XJ%&F+1XiHSuHFq{P^*M
zkdV;X*?D|?JT*1--Me?Pva;^(?tXrLD=RA}CntD#cq}X|Ha0e-q@;$we<~|0eSCZ_
zE-r$DgB=_kW@l$HF)>q8QY<Yko0^((a&iO&1k}{jR8>{ExVVIbgeE5^V`F3G<m5a(
zJwJc`yuQ936BA=$Ve#nEqsNaQ8yFaT`0#;}lJeQJXHij6nwpxtyu4&&WJE+no12@s
zxVVXliTL>Vh77kGHa51RqN1RnptQ8Kj*gDMzdr{D2Q@Xdq1Ejc78d5^<+Z%LeE<Ia
zd-v{DRaN!(_oJYoAR;2Br>E=b>1AhUH#9WR(9p25vKl(xZoR#|ot>RqTU&W~d2l%V
z+qZ8@N=nhu(Jd`4i;IhCX=!_Vdm9@YLqkJA6#akZhtUWF>}YwLI~ZJdNrWLJgaK0L
zWap*0O)GT_5s`n3@ck_!Wou;xb^$wDfL$pJ*tvKpK+f(EH?WJXwT+t*21wJ}2}}W!
zcC>(4+B#bQZH4!5D-vd|U>S&`8wE(y)&cCwA_1|t!~kiyo4ftizqP`S@ozH}w;rhf
z%lNI{--h}BC&TIx2Q$b2tCo5Gwye%iaoYsI4Rv0M+dBUPM(pf=%SuA*AubwDW)|Q(
zH2-Ouyn~rF7y~3@YY%`%0g|yda|26(0l0vR&%ut?ZZ;I`>}-6T7$6;6OW=fulMe$V
z2fl@uf}0BfMZ(t2RTb<a32|_OID!EP`EJ2*b#nomIbe9b+s=py7?bhorPsgw{L8)~
zHV}D=uER<AffX6rtG7fJTYD~8xWSUfk&?y_x|Eh4qNRL5PgzN`E1x`;NE?}}@pO<J
zZTi5n`tjHJjbVPg2lvPe?m_C<(&6uiSM4901xH}31*vP^R+)Gf_r-Dlmwwd<o>nT{
z$Lp_3E*+n2ERCTsw>3#_I9KRLr%JAUSQPsOQ=L4XJWqs5R1PZTA9o&pNdd<@6NgbB
zgpA3qpaKFo|CK;?(0O01LJx)hyk3Ha_%nWz!t&fva=UtSX@jkizVEdBkGc|a0h#S+
zclXL3&}?2Soish%**sYeIuJ<++k~C(cnX(wvzAf8xfyS3|D;M@)BGwY@%+ms8<x^o
zudOCx!g<;wvau6gi^Nz^JaByLhd^PhzOlxz6m-R%I6@h=tlHI00jNr+W4#324I_l*
zCQqumsgrw?eaMbD=Ob`t$08e(9k$Y-1X`6Ha$dN~{YYs{);KJFJx>H%+VFt{CS2{)
zwCbBeNX=?<=|<(`M+^HFhm)#Se|2(7*@$zVdYJDedaZLHdsE${RXUF#x!+(v>P^V5
zqDPRvv4vW8>$rg-9Lo{>;}x+hVcB+m<e~WVfld6@J#Vs}90@3?SHIxamFH$Fy=Oi7
zuKk)&jbarh;1(e=%%G*aZ0|H6z0&x{)9IQY+}C~#Gtapsg3ftLtt4jGD%NZrFXPYA
z&@sk(V+4C-PO6~7mm$Mf$vThjjmxr>7ZpaFG^h(!#5?%?yt1&2UWADp2t1e0ILF3*
zeNyUtv(C3d60o`d2cyFBkUt%%e+!`Gusi_Z+gEhI3%T5G0aW@8AoeYQnp|oCfHFX5
z+yaQkatom3ZvbE30!WZ?3!tq{&Mkn?B~fny)Vz(J_4gt#yp^Q!;qjAZGy+Ajl6XWR
zLlRH|2OfgkzWe`C)vE7XCGn3f$t~=BwrVzs4In>SO3TUfMIw1fBk#enggbdu*p5%}
z?UxZOJRs!*JPvelJQsqRW*&<WgXvnzo@Z<G$Lif@rPWccr{R`F0O*9Yu#zXjJyUGU
zH?xhqU&(d~L>XMK_w>H9#!Z?%V;ZZ2pPr(XAN^#in5>oc*!GAKC6BDfjZqyvIIbOo
ziG&HOxGv+A0uH1{3N%67KtCosZ-{3h-ddDJv2s#D=RVk#?xe(b(d7F(nr{0t=v?{1
zw1F~*hm%vYb<BllFXiN^LF{dQ$w)xSr2K8NZ`-6m0?+W;8RPTyCoPKArC}WNoN+PL
zNFOV@jWzk~R{zbHjIz*zHzl#n*rRgUB04^Vq~tn9zvGAc<+)7RsD^gAyG-gi!;C!>
z<Jd_~w|B&t?6U+ek==6^jpHsy8`~G&5i&M-yVT{Kx9J^5#flQ&x3(G$^7YQ5`klce
zC4-A#b@EDL^}^k*k2=>jKO(QI3(A%w$ADbP&Qmq{>f-vUl=E9vK3EL~nBh_{gv{ty
z2HccP#Jds}R>x4WN>Ky4+=J`B!&Qyrg|RsU9}?)64$Q+GPTIcr%ugx9s0l;p_C<c#
z#&oj+15(l$?8n6ih2PO`OU0UN+@;d+J7dBLV4Djwq#^~%x3T|*07hDSPB$rJUPc4Q
zi=s(7pGxOk>lM$odV8BqK=BXL$`IvI!D7SPq?EycZ)aKB4{F+GD8QW=mdr^6x-M>U
z*>IU5{=qv049$e{`f#HPhTH_*XEyM%QfwBZ59+rABDy}5-f!PXGeu1vk4QuQ$HC`p
z8_r=gGCyPWtfD;C`80VFuowg7%X2!ve!x{=q>a(^m`D4-Cv6xm1C$#G6)0uj^+Da7
z4;WMwtJ+TWi$nFpUwQ4_dtp^J(k;rG^r1jegk7;;Utz*C85WAGC^rZ5Z7RX~tWbQN
z7T=sTIXsI#gT~#eBtJK}NdZrN{-1VxV|6oF^H0($=r2y0=;;f3SlMdlYJK%gM2pI8
zzg~EgW!?_Iq&}}4G8amo_=gD}upVZzx7c#t6&pfJ>NF)MjU&%BUsj6uyu$&8UyR!_
z!MWb?I<uOB*1lnj%yZ)O^aB_${<5i?jOK)#YeUQop$4(Bz7}<v0hYUghw|kPv0F3S
zBmsG?zi3{b|GMt7eUxH!Pq-8*uNA8#bsor|y}FZEtR|^TioTh@ddQ2)`GKH5nMFj=
zsE|(=hvD};8~Z>9JIw51Yn)#?2Fe-bxx>c!dnR->`o?<e+jR#iYaNkpO4g*ny{<c-
zzYym(mPY_4s3&Z-y?fKN%UbazkCPMq_F*53*hQ$le`lEr%uXGM$1vmO-AD!aR|+^c
zt!>uZp?#`PTt%@qq1bpt2zjj^0Eb0RN2~KhB#?o$Qvl1XhH0M-iZG=J3iQR8(1|h_
z<h5GSBu!SDw{gIsKj&Iu`o0$yu{9T6&#u-JkB@g*#?dL0agq5QHqW<f)`$&8Ey|6E
zNC=VD=3UaHznBsfmal2lS_fD5W|@+rN_6G`13kwJzq!bPsRiv?2e~JNTE|*5RMW_5
zoqf7vg^=>m5p2$DQDVZH(dwDZ8QN*&K001P?#D@jbNd4QTSFBLIBD`BHlYd8ebreN
z`m?>kW@@VN;b#&ba;S0-s+C;7Z>}5HmWSOKkr7J6s1wxU)Xp{*F?W6h#n>+|??^c4
z5@<rl4$>lnqx+1EPgfTfyaq{5c4sOWLT>{)p_!8@MWd_R^x%7;q4Ka*$XDOcaToQh
z4q%{q;f;k{)=ExZiCPZMy`3wON?PrHF1LS)y-ocJnD2x@-)ntgh4I__g^prK-%KA<
zG7Cr!MxD1XzScbT);dqUUy+L{>0DK1owhv0=DsnM8yM66n&wz?2AtsTdK@C(j{WeM
zh9#hT$#utixsL>zs)bEL6@ZbeebedY`7=cr^TV{lSfud!v9U=TWObAHA#rH9jjK*d
zmyD1Mj2ZX#mI#=ZYnnggMBKLPVa8Z*c6gLH&<v?hXH5@D<HvMpZs*)T?E>ztfH{{0
zFbOy_3fKb1o&Q_!m;N8Ex=?j~PW;4ODYnIf%wp4_DFqHMP$QQ$>RPogh@Oj9W<mre
zFp-Nu(GQpV^iw^EJzI0e=?*i|>LxtHzm)C9iygzXO7!*3Q<A?PM}Hwkh6x@B=*-`S
zZ#cX4^o(&aAGw={Gd4MJ)20gr9&ck~p1LxZS@g=t#&)w_oylfo2(~O`lob0;z0a`+
zS^K;|XT%uuOmK!{`QA;&s7SQm*F*vR`qk~K#@?Pr;TM?k`EA7OwT;b7hERDKsv;2N
zjTf0VyxXeu-xIXEu`I<msm5a1rq$OfI{0dg0Q}57t248pVSg=`btzcK#3k{XxCmrD
zR&+OGKbeJ`Wi=E=@g$z7VY$QpOxH%lk1gsOL4t6#{t{l;nCI`Qx@pMy3-|SePMhY>
z1D_7*ezSK(d|YNK$1gue8?Cq#yrhD=*Z2E74KIRjLfd}dkc57Yri8Qiko2XErSJ+A
zmB*_~!OuFRduo-mUx=DTne~W4S<u;~JR`PRn}Nt~x2e8Z`&ul>SzU0Bl$6`s#YSCJ
z&PSjG)w1^4ndT3;0EXCDz~<NiAqvY_n2mP{%=g#!0+ElwsR8#lIb&I~A$e#;E4B)B
zw&`WoUXI{68@03{MhG3u?tN?z%y-kGP3(5q3~5ru<W&FEzy{o18h)DAnAhw!5n;E4
z@NckAevZy-{j4ekm(NbF1Ik-VWgf>(W(%ejf)eqx37m(?GR7w57;SG8dKPeb$i`JZ
zjebR)3jXLNRS{&RbLVT8a-+pMJ$=CW=+~+I0~7ZEzNJS6$vVEkGeyO!(d+&~nsP~B
zH}$M<o4T+2=?cQ5j%{*UQO<2jTV<F-Z|$}Wi$nFkQMqN8ZCeM-)|z+EUk*e*a=><0
z3=^E0X-%0eqRrzfIiD#TA+LL*kZ+yEayACK+8$ISRI-kv7bpZpCD*k)nBnKRash6f
z8BYY{pweQ%lM;cnVI1sYsnZdi+{*QOKn4>IW(#|y4t3D3Dd<X1DD?k|;ZbkYhg?Hc
zWNZ5Z{*sQ+(z&6H8*XHsKxd?yrNxv)rjWlmxtvnUb1MS0{&7w7Vg$0D;SNLznjh-m
zA_b=<SXQJ}Cx4JJRxq=Prt)kZ|NGUWG5VrFYMA2B2=fw1mOXK=XK>XBCHYs;{D^a6
zi<pvxPk1Sb!(VG)t^q^^tulgY_V60Luh)|b`<ilo+$H;ids!o5&{V1PhDl20XY1-I
z7wJ{2Nn2fT^AZ)R2%g1Y{jbuGi&RQ4avIt;nz2KH$H?S_%21EzI1e;TJfLLp5y(cL
z8`>!0v^!FL$#uEa1D%`tA5HWb*<+HQ9*(7`naFyXcf9>MpLYIKsj%-<U7;Mw)hW%i
z@SG2WniXiEg=>ID3CNj#X$+N*PsxcEuS;$^zi4D!HJYoqHLprqH46nwR+y~wVJz-^
z0kr`ABTX>zMv5%64yq*kNa1-xU&48U+?qRA+j%gtZR(&bbB|muOp(dpJ{&x8pioq_
zyW7f?(so|FrO~FzQL>7)bidP=6{m$LGG1mpMYC26rm^cT2Z$Z+tT-bH=bT$!LKj<J
zQ^>q%>7STI>;7Zx0o-{^)-Z2u?BwwKO0Y#XLV(Nk_pG{n!Fv6eAA#kKGzIGDi;aUH
zrN}!+>UT;&1_*F4XVueJZLaEYcZ)GkcGY>*8w&4=pQ0$JysBjZ<i4fC9!0+IwRt*G
zof;F+%=4^|wI6B4{Pt-=70%KN)~q%9CI>AkW#7efX*=!K{i!|(Usz}q46^DzcuwBF
zp+FTLe|>;{{N-(vYSf>$Ai(;Wav#Pkebk0Z^f$qBSE{x{*kK`04Rc-MLnN1OHH^K!
zUoUWarq>YLYC`3~QQ0D^#=R~-kzWYz6c1u1SJl%S71Uff!6Y@erj^FTpk&$kpEzwP
ztnij#havgTcH}43;M?voGRDVS`o2poaq1c+yNSI|H+N5-w@l>+=q5yvJl8Nm8UD2@
z2XA00Cw~TJS82qqYqp5a@c*dqu|y$wDlS*V0Kbv~VxHC0O_S{BTUtfF`T!Cep`?VS
zqrt?4(K%f8tcP$jePbP{f5n?_p^ZjmsBEk@uVwXm;6~wjuuoO1G){?%3zIY)I+w9^
zpkERklGt=jEYFpG&hf&V-8hWYdH>GY^5wnc#hNwm=>y8zU%7GWxiC!F*K<PQu><ol
z-l<H(V`_2eB)&4M2}a4F!i2j``%9WF4GMVCu>cz$kq%V6Vyyf^7ndhy2Fg-0J<aPC
zk&#lim_eB@Gfp&?2xswm0l&JR-P*5R#3gL>;`HIi3(JN9$RG+BY&(?j%m#QbqDJN{
z{>`j=oc_MzW~Lk2+M)9PWCZtC7mZ0V6L)dz`^-|vaEcUk)W{*C^m%EHhX*~B)QYy5
zVV)CfEXC;4<APTG3a(%Blg|6C8kggB7rO7qR6lvEm(p(<92K5lzOe{POw_O-lHf6)
z+DR;gsH>8HAg#>YrTE}1_NqSJ0Jx!<gbQ4n7Ck!2+blfy`CjFkeyUA}Q<;IkBcW8J
z25<0!TSB9rYGq})Y&o5h9e-(}B&}4225DXufHBpz3R<(S#9R=OT6Jkb)WFSn<kV#4
zc{J35ROiKfsBj0Zs>Tb$uI`dsZ|ajLOXOz@*s)&OcQq#S#xWgcCbP)FsYA~b@X4*)
z-WawA#>R`wD2)}!n#kUZ+So+9?THp+sL<-${TUZWCQIs`8L0oq!jn(-;>9`VY<1e-
z;6brEHaB)oYLG!Lb#nUN*4H$Ixqm?099zqOA}Dn8We$-U(3CPPR)=Q+6#}5TUmef5
zUZ(qmaOgo<_O@0gPCBGpgh$1pX-DofcriTm@vY?{0V@Sh+IZd0BCT1p9lCtr<9RSq
z7K6BAo0En*?ZE<j73vU<;hi5R>+e?Xq4@D5vBI|X@Jnz;4>He_1Xqfh7Nct1U?toi
zN_Y7JN@l{HhpkMCJ4UNY)MJVVvq!$Xf37*7R!%di@_rMe`Pn=t*;s+NiL9daa?wSO
zn(wzSK4T0>igNr`!t_jnUi9(<GSS<cd-?jl`W{-v>>l&RAV&>|DqU@J84|jQ%v*<-
zDXYF8;?EDZHov^UW-h($c<T+|>7#PnF+MFucg_92dYLdw6Wus5eA_FmZJhK?1ndId
zCigL`J$7ahe3rS9Eux$WCDR))tATmB)T&QbN3Cz7{b}<HXxHi%y>UDMm>P7KT7OiF
zytDs6cvK83aO7?YJQ-yf-SjDb6LMK8sn0hu$tPP5-rhX5A2r<W4;N3hIVqE(2{$cx
zZRZH@FqqpMA0%zb%jm>#c1kVY9qlB#gut-+q~I(UI$z=Vr@Skn;{t^$VXdz>(SMZc
zkT<V(KQXk*eP9URK0tZgL-HouN!{{Qoso%bfgk1=amLe+t)-Sed`e>}5tBg?_3Lb5
zT6MIk7@}q8svX~IYilPaU{a8>GTxht#+88MlAh7d7N`6C!tVs&<FP;B3^FER*si+n
z0dqq_N6E_QsGgNSlfsj<q0jsRE-xNjP6%9t^weoTgN^BkI!@*i-_0~{s?oAJm_%K8
z_OEuE(l;WFV7qA8*yAy}R~^U4r?g3lV}%+fv-Pts+@~`M-%cl&mrVq3+ME{@O(v6@
z2TPZ0s@kf0I!*k^jNO0we9}IyhsVU~ERZ(Uu0W6BUS(Tr+BI))%ztEyww=lFVb}>Z
z;~#su(Tk|KJH_h9lYNqG+TD^|U-(RVE#P8)Ey-7ZgXSMny>+-Z9~+6fMjm4%`0<N+
zUr5wy{kIWh&Tmx99=<Kg!NP-brK$6Vn1=?;2OTx0m}T*h%qrv8eg|1KRfAHz7FRq6
z9gr8`wwUCr@~`Xk9oVvM-pg${S$^rTg=@}(0gVZbcop@hKLZR#DYtIWZyc^__dArB
z1nRvUi_}f7>Sy1$Q8|Y5D4P34=_a7a<vn}cOErR=UKt)DSkL3Nm=|(E#gWizA-xg;
zjhWp3zP>=PJPCbHoEVR-o)yahmuB?*+ONqNeh%y1{t!C0CJ77C5Ow6G%@ZM4Cx3VD
z+{8!;KZ`qe3A`=p54w>yJOwq1CKLHg2kc&(oW2UUBK4Y%H|gwO!rsC3G8^lNY45+L
z%MBUD5rJ)eu7?d^muK}|%SMXX+7Cu3%n4@GC;69KcX?EQ`cQmDQ&nS3Y#ElBM4Z~<
z;b4(X9<laG@a6ov&)!6Ker=h}V{5WCSh58gc}pIfIlZIkp__O8<q_u(ye2H>?h`M+
z`b*jG2ggc8+Z#G33KK)IjNb7KSM%D+EpyBUl^=H$7nYRQR+po~%Q_Wiy?W0!;<Fo9
zb$Lu02acf!4@&`)?=E(`GAoV3xlQvw+PfT|Y=Ari7M`W>Lcj*Rysa(i;fx;RA1jU)
zGkjjP{_OkZ&l^4^@afIP;75bks~ixD0<)KRf<Y!o+Aki@&ud&xh;*lf;rZsEYDoCH
zUL-9a7oF7gYd@Y7s!cFT(t5DebLmlUHhq#Q2sRS&Bdm1SEh1gZuygg7oOO9ddR_JT
zm$46$HgP5XDd0|@s0Xac4(u_lCvtTyUwbkj94<T@R#x8neSY2vw%fO>-4}T>1NmtM
zDNB6wke4SqT<UWzHgnDPDtKaFr*@L1muQa5LB(VSg*kc({gR|Tq-o3?WZ;}mW{Q?>
zB+F#n)Bk3#(WWaV>G|<F-CXmFgT?-RmY-`TX%<Ov(lL9DpHnrD4Dc0{U#0~RLmEMA
zj&cey7%5j}o;uXE<#C7QWFjJaGiQGOhOVbCPg*X1lpB6}O&&J`tq2UPXOC_)?Rag6
z<hq9QpoM}FUQLd2Ab2w(HW(D&(DSmJ{M8exoSGkvOF7)mB+V#W1mQhg*T*c+hQuTV
zOgpe^3vRwV+NjMTTD8^=re?fm+rsT8R<ihR(%`(3G}nONxxj5&K=I<aPT2{ata}%&
zA#HmwS+tQi`3dud33<KODLfIq2@hjX3|lRFnCnBpFA5i|DaJz1575mPx$xNsRqf$8
zB0~sv3PKbeuen&~49XRv1NOtr!WepNOxq^{yM1BN8{g7$w{V*t2L|E!y+@o%a{>G!
zZbz`X!a=flDiQqwFaD`eJIRm+McShrxG_za<ExEQDx|6pmKV(ZTi}#2PYo3IUM_#`
zcz$!<&L{{SvP@jKV{R$qbj3`iz6kVbrTg3XKn&Aggb9?ypWg=SIp_Rfuv0kq&i8!<
zih5;ZVJdTvDUk7%rRgKu6+$$f#)@<l7mN=hNAWyJY|PlpkF#do(#sfqV>@uMhI`t5
zRJz_$GbjM^D|io{qf%J`?Zrhr281gD5q@%F>on$2&b(cjOXSO=Y;KH;<_Zql6$>px
z6ht=nj2#gfd517D5A@qQ&pk>0C&Rc759Y$+Cc51zAKTtX^1uv7#W6tg!06g}nh(w6
zM=WjIXUFry&qvw+oSXBe0u5!05EsX|Xqm<B1mQxiMzVC5qogfXj^tfw4&~Czl+e8@
z(p(zB(<9R+-y@(f5Prh2?iQK3Kc0);av`EcedF0%`P$N=s%a060u^*muzqj$UK7nZ
z<%DPZxxo|u5#nJ^{{p1<kLJHXyyG+YFJSnACUGGxd)%gr5Z!foA+P5t)F@N5!?6U%
zOr>*p!pj>F#Psd5Su~^q<|-$oEh{2W^VlJt1Fr5VDWT6poTs%YB0EN7uit&!(i-N>
zOx6_7i5J~x5p3LVQTsY!#@pnzn4cMI6B53-+tV(gveeNz5r-|kVtNl<8ew7p;Tsl_
z@bUnN{+l+@;=*H(CJWu<Gn}UBZcGqXO$1Lk@wMZFXGb(oh3v6Xy0XLHHQz&L!ppxO
zQHkWzY2i;(@JhUSZ$#C=G$gQ>BDXiE{kQG#y2Q77#>7<W!QE4wXkRUpB29SF7^ine
zX|3qUBER54=-I2A<-%`^gAmf4mE$6DN<1(!#28S2sYl%E&aJdpMRozJ2Pl>`_RY{A
zGDxXtfQQ(p2;H#!E~UObgSeP7@|tt9a>nf!omSjO$FnU|I^xnoA>04)IsL1-l{Y&g
zuXRPG1|V|C+nx1lI`H%jhH7CM%(nP}K;#egNqVy_QwKk7JS!mrdjUG#;LvccF*=_#
zrjXZ5wUIOQ@sAjPDgnj6c(nM*5~pSqBpq@Jia6F895HKAN<}{wLYt_}wU8=nI`U@U
z_HDfFn$QM+e6j}ij+bMcA{n}_w<?tFE|$qJ%kZ&a%4Hn-=7wFn#w5hgmPcTZwYL@Y
z*_P>rFoQNXn*pg@MdjrKORrwS&J#oQL?k4|jtQ|Ho`OR7d)@JNdk2cQG2n4C*4kQi
zB%-W*#E)O&>=t4|t@Z-UYCTX$J3ZenqxQ)|ZT)i8Gr7DyRV+-QWK<kD_f57<fBo8v
zJ0B6hQj2Cz7xx@|m<SVEwpLB_rZ|0pYV|fs@(m_e4g1zHVUzEJKDw|Y_pyP<<n`|h
z1B7qQSh3Z<znAETQSw#%Fxc8*XGniCKbbw2vDp5=bqW`Z?PG<pCnnphh`iZH(BvDL
zrj$uFi2PeZoB~_z>C|rXy8!H3s#4Y<qiupihxd@(9IM2rUri(JsLhxlB_Z4dFMLNk
z6WxoIUC(A@d0@@M=0iVy`s?EfYs+WY!+ttxj1)3_V*oZ?>9|Q2$Ed1nDB3CQI}>BJ
z87LHKyY20$-)Kvu`P9L|VsZ3y;iWso7i|UffsZhNDrd{yTUtrt4S1R^ApJ^^Zrme4
zQf$U+aQ@=Gk*?E#U(xjF&9~=b1E7W6o%<z<P<p;+`zXjF;n+<E;IH3o8DSb~MCfz0
ziSEIm?#{ft?=8CdNc6vuXUpDNT0I!p(;Or4|9C!}KNTh~-eSpaPrsdxU*eW@trJ;<
zGJ7zxWmvh%R&r)mB_lNGeLQ)Jlc*j=T$^}25TWH`Recf?2wsbP#ohYD0H^Elok2j%
zDH|hk1@Y@U5dr(->(UobbUi-W=;po}ei7=G8N{wVB~JvWG?4UrOMu|?K=#28N|XWd
zrcg6(>{jUx>$RocT$tFY5YmMm0=;k!&NRuX4cD_*A+URa!fxDE_<<y-^EnIEu1WM|
zD+qh$h@;r=?JNmnWbXN{7o(N-e0_00P&~I-YHz&R9_unc2>fjkHa7I^XB;zTiE|YR
zqUlf}6CU7zBtMK4MXcvZt1_0=qP919pBiB=7SXOYm4*mQ$THa~8uQr|wpzgiRv2<=
zrq)yHYj)ECwnQ3?>3no0$MseQvgI8A<`-zXcIf>UU3LUF#B3~dYqHhhi@z37&n%a;
zEQO38P3T*3laq)H<QL}FcYR}c1E&Dq>KRGWF{ai{2a|&lsKF|vefdl<23B@X46rZ(
zC_?O>h!)O0w;e*7c$7OWO?{SM97UdA#bSH9$BUL2kfuJh#VM1o|77v%+P313WVQoL
z$F(444jI*ReNB2nlEsTeukr+p;48tJSAZqpsVJ5<8b8kPF<)xKo?<D#V^E7i@`_M0
z_kn5k$+93+lWL}DfGsvky-P9IKayaIP{UKE!)kZ14kAh_=x&Qg`h_z^xulxBOOd*X
z+YDzFKWKLAv8N1pv<`>c!4w_ahngpD%|z4>c4oIWW>4&DYl^el8M406Yhdu$yV_Jr
zu%^%=ow~OFCn$EsRG7l5c`wMFB5!LUY+NKfRgN=tTl$kmlt8VXJ;lxL%;hSt$2-+(
zGd1!m1N>uE5j<Vgd&ME-Kd4a-tTfz?^3Yp}-0iEU#FUi=3#%`rpfvMoMap$P^f*7L
zk6j`g6svRITBLWDo*nERElwVnOzY+qDBT!n{51QrCvMZ<M8N68+c{;GGKs=jadFVd
zt#MK*M)xzUCw@QoK_pCa0WbFG5(icPwUL_U$xDAJ7rUjbZNw(AB3~&@Z1U&q+*aaH
zG@+$<?6OmBBj%unp#8z)K%@6#whfPQ$loBaYkux=QS0Tgwn{K_G`$RwFm1w8?2kd@
z@MCN0ja$G<%6aWT7^`WUOdvCHT8!cn#PygrT(rcCoNB&-XoUJ{(a3AYZ&=afMel+V
zQ<BQEv^=wHo)vst;g+!dWxE)RU}KO)YH-joq_=vA(o;p3bV;T5);rCeo}u&tV|?9=
zWnpg7_?jt^{JQjW&nYvs*jPDyF5z=S0lTEna2;#?Zy|>(Ge{511~L7m-piPbzDbad
zq|Dqye>o8Lb9$mZ5nLtYp?2ulN7KNVjE6B`UAjPjOE$SF<QeodmLeteFT$xA=X;5r
zpE(eZsEKJx$2_EKn%CPOyXk18KaBHzSS)gR*?0QY%q$h*oYL6qrHb&k##OkgJ|wD)
z#d1O9i13S*|LPtKX8-*mQuaE}VavG#Z6K7@8iXrrw5Fpdp<K)zc&@%F1eXjU4e@m#
z$P`P-g=&wN_7(D}Y&Bucq=$2OLrc_s>wYuY$I%ZAGXv0ZQzaiS>%oZ@wrzEvNHo_}
zr6G5rRRoO|RnCW`d4#e*%?uHoztsI*7MW(0s`VWc!+znYJE(u~3Rm^y(HL<UEpt?z
zHf1$4=R1zaQ|PcDaxmM;_a6n?t%YOi{V<U(SwmCqaxc3@>QJ9JH3zKi`$qR)50<dD
zCoMwj2~<9PmPJb^v7s+SUC|qKrkRAU^OsfyQL)B+wV8t&@@hs}3sZmbUZE9Px@YH|
zPI<zRTN!(*topM$v!n2}{IdLHNCSL)l9o2@PZ1w{F$?|xi7;^@vCmmPNP<RQ@yog%
zT|KEth_x`M*Yg?KjR(e2vM)GzJ1>zjWZ%G0xahWX-B3WzyhGcpCXys&Oop)Fj|&&x
zlwuYmh^Ye$v~^42KijPnJH@*5lD;oIl77*h8bP?s$niWbsQ333<Z)EYsNls5)g#HM
zXQ%e~mVxeBBafT!n`*y9dxlX<0A<iiR5M0>9i8QiOrQ9;d8j?dbYLhf$6w$qCt>=5
zv5l!3n;&_k|4`!7Vup;4lAcz@f~oB6qNKN~0<gy~-L}JD8K#+Sed9j1fa4$F4@mJW
zvnU&xTK8tW`ZOhME;V7vIcHw~*(0E9Y8P*=!w!|WY3MM&lz7#JK_Uu2b-*i%)R$@Z
zscBM7dEn&fmiOf0bc083o}rp6|0l^m0#{_mS#!XRWJeZd!)I63IbUt{k8ur8@Hj|}
zA_0-2ey=FA`NL%JTLSJBNt$KUjSibv_(joG)<K5bDR1mv8NM#HnvfcPK(GE7)wAWu
zw{|x_d9K;h68(#fn=Rt7dGpKuhDwd&?#c}B-5&M#Q8kI8`q6b1$xm6RSb+mEjV~D!
zn7}de6G(i(=eeAryaN5GaK+&s0|I`t^2pC;3ZuaPSaN*{6;@IcFtOGD6kgxF(fY0_
zepfkAoNmij!SOKZMQ=?|!y)P`<1fCvfeZM@Zc>YW`O?-ZH}TBgyGX$g=;Ar?mFT(}
z4*chQ1En@-TzYakLiy6XZfpv747di^D6!Qv)668E<P;8t^2w-c+J#XNXq-+ls+qcI
zXA$zFNExq`im<pm2ygzP2i0F8#`PY4^EfH=m(7xw#%n}z++X6yPybmWXR~yUD<k3l
z??rR})hfKVQD8mKDI?E{5#e2y)%W@9kx@^tXzWd`==`fI=EE5uwN;<6Y>N1cMo16!
zs$7P6Zw4KD96l{+()0`>jr<s{Zt^p>s~FU*HwEc>6ZvEMqU`&&Cu)_r#N)CFmXEDr
z-w*7s+`ZXwettI}Bf6m8C;g%f)&4e&|9I4zpS%Ba>3H8%XX^Q(C{oMQC^eI<*k?88
zJN2?SEt6={^)WjGzB^}azLPE3n1_d$%I<ExRr=(7je8C>{Z~0jEcN8)CIXwfo_0K%
z4&B=QT2;Q{v%B8jJ;7C%7pQ)fjm0O_*F;aO&pzrbEN(@cxS7rA@7Xa<%EA3PPlea)
zPE>AUAYFp@f04Q$^6G8#N(f%O|IicWr`Yw-Wi-AU>e1_+;r*o?vmDW?3>9<7w=CJI
z)k&m6|0Rg%Cy4y}MC%&!_d^%0)Sm`>C5igedne=WdV9zvtcUlYn4JD<ki#99O%}pZ
z9V3T1^SaWR^e8X1lQLgkNkN^q>Ybvu1DE#rW={oBVhxH08m+PzBExdT?xCZZ%(=lL
zCy@6qPH$MptDNWePu5X8=Hs<?p0R10*iSSrYrnfT*q$mamZ22n_f^?0qFwo>?@9D?
z^1?r4!zfC-Agx5l<WzAjXD+?$V$QBK7o#NE=+n7XY4~~byf2@{fM{upbEsrtDry9b
zI?H0C0o<@i*!vx3(NR;sq2pQ!EAij>=*E0-<yRUQTot7~-y-I}wA)~wPBiy9j7?Od
zZg$EbRQJWxdgJm#lE#tX)z$9yE=;Yf5xrvmh#-#Ls+SkzZ4j3Gj(IxT6{CdrD)~hp
zR$e%A+k2CNR<-xiYv!9)r(f3Tw(PIVxwP)iUHRm4+Mh%?OPd$fyN*H~+>x%d$BCd$
z0UsbejT@(N)y<S8P)h#|!;2U1>W^EfQ72uGZd&zRElR*8jvtoY=E@oiE@i1ic7q>%
zTD(r!^Dj6~zusjpflR>7uXtPWAfOg?&r(60)CH#tRH{oQ81s{AoP<^^UYoCA^n2ak
zE?ZVk-@X^I)e9DLHW^`IdaW0iM2i+o@qhRmesBM#6%=rNyZrgjs#=PFuY_i2`+Joy
zuv(fASgiY>mI8D9E%ZMv^yT2;<Nj;$u3W^J&JV{Y4R}!U_M0IP=5y3k!d)elC}i{g
zru25qt~ta5Q`Df+DDKU8nFLzM<q4xlV(F4w4VMQlMWyNcFv~|#-5Oy9udh8^Jm>vx
zu7*LNYnPwlzrx5f$=kd<euOJCoigq%AHASV%UZYz>)!tCDR50nw|=srb?Dc^=QGM{
zTGOigMH$U(m5rYChv&!29#4fYR?r%+rppGc3=h`&Rc||i{OIxi#Df|KovK3~<@x0`
zTEABxCwo9`pA_8s+I2>I#C-8D4<<eGn~X{93dfP2sZN9rfd*fxY)WN$jEl3BJ7?-b
zU+Cl<O3b_;CH(FyiY_R?$7oV*)>|kU$8V3yx~$f$VRlxWR5f}}xkWsEkeI;njk!8X
zY1%RQW*ckXj$gHZjqc6j_Cc17%X)$5yg5AJc;n3_j_`Wx4fz#~wXX|HJ6-OFT?yP)
zy;M^{NE&?lp4CJfi#FJb!Jjyw>C;=RVSUP+kd)1CyM=q3(iVB^pKL!agnbjO?ZkOx
zcul$2ySlVH0Ovgn$84vb@$3<cYp1rDlH@DLaUwC*e7iJJzoLy^C_OJ0DX_Sjx%>lV
zgzux~=fWN@EP0oh;ItU)dp<%wx%rUSo)!8$=`SO^hd;zt@9*yTIkWTH^et2<l1xgl
zmz)i+^Yxnd;5u{j#y_B00|yMf>5%tI9KT$rta~W%#kwI$WH!=+X)Y3GL{HX`l;ra9
zu*D%zJL$37xkaA;Mlj+-WRQYD+vU(l`$^wZAA|`)8M~(DC;~g*ZK`tYte!7ldMdPr
zBtY&Q4;`l$3p>>28+E-tm|Pbbr7EMKm!msZpfq|YhszyzuYb7TzT4QDPoz=acMrb#
z-L^a|g=KI)yByz5jPPBZYFv*udczmB#6mfQE*oB>_s?ddo-CHW!_@E-P-d==`lRkF
zeL_{~7}h^hRYiqpNLViTJ)Cd$O~<CWt7t_=u&lZiEhoZD`|HZ2$~lL^<!GJ~TmeLh
zT)mDT_K!GL5}({VpzTAEvipQU-<78=t*~joM>xcbMzD(X9x}wO56gcdOZ$`h@#<v4
zFp6v};+yQck?0efH;4iOfp3s;H4uj?A@}8jY{%h<JtEy)ihM5`)z~HzN}ss$IC+Q^
z)*9`Nh+k`3U%vH;XbSKB{#dpx3U0qRPTbceSkE!!)3ndx64)ChzUhs>epxW#i5quJ
zof$Jq+23a4`YLP9VLckV<=X)WI|q-S-8o?V^99=E0(GPd2~z<Le|O}4Hl;j_YddT?
zo+jo)%MctjMTHHcIfcne`#$uqm0yLd77mIm9QsER6BMf$ea!LYuziHJi-Hhm*EnWz
z@^qj{3@(V1N5Nssg6aKytz-(X5MMb4f4;87h#c3>RSnkXs8CeMsbt;Gz_8B0zlD-@
zQorC5jg}Vf`b?<mjaB8l@DTROGj-O~pAXn&E#oxsd|loURo0<-@MNzfKJ$vrCH2yI
zAms6)-15LUJvE^Z@d-lxRwVM^lclQRUFv<cl`Q9tA9T3-Qyo^g<~b3)w*0*VgL)E$
z599G)>a?<05YO5&(miPcZKi4Ku~P}YB#ED;FH%;&45aXnCC)(T7i0DbZl`flc1Ej4
zHMFIm{j6SYg3<H!5($$^Xw-U#5VwJtQAzT;n3Zl<PB|7m-68;c>*PZBHIYGz>RgFm
zV;6l$NMM$crZHvUqsPzPmO}DdJyzKsttw)9$UIf2^k)39`!3;YpuIy*k8*n}qruLU
z-FdC1mM7xmnv_asul2p&y~iTdI{IuPC`w<N%qQ-(CkAVA;0#YO*d~$Zj8hUT#-Nol
zBUtD51?Zi7e_mVesD6Y<*{?&+KQ$R0Z<JBB;&1dM&m2p8^^D=gyleNXaj8q!6SWMQ
zA8~v8&oB2OP8+W=@8^~ub2X0k4fZDriE3azUT8#kLN;3?%y7o$WQ~r`NNjr+OrWCt
zJgH3fzHDK$4wvdwXHsqeDy40iZ#AmBk@%JBC9S^45Snd<x5<7n*+k}IC+@(rPYA5v
z#>Tyin5#Nh;vZw5`<r-8aDB6mrD*Q+p2GkYypqh!3PM`8?U(*6qYy1q!Axnb%i*wV
zznJuHd}U#_DiDG-@`!I{w2C^v5lkG<H$tGM$D*h=#t~n-JM$Qx0*y%+{8B8T<{o$H
z1a3Ond(Mgxk)@EtuFIt5HC)*_Sit4xzd45R{ppMntskQ~c>P}2K8xetkaA{lr15UV
za|`!g@vGT4bG@n#vwh&V&kgwBCyQ#IysaZkDr0Y!C`L?m`1y{oqnZu;t?B@k^-(xd
z?Nxg2iJ$LD#8>3|A2@13=*M!lmRT#^smUJQcwIIhLi%=g3$X<YmwzU*EF+?&lGcuL
zxn_KTnU(mLmZ;Tlai`h(zpgD&<}8yQ@DwXZwbw=G1h<nwe3h(S^4H#{5XF%(kv%B>
z;A$S}@KNLW$9jzc?t5q7ad7LVuV^v(YqQN<y(Nmw#F{zPxUIVmk5!H{TpOgWG!W8`
zb3>cO8SqLgseGdpnMnqpDXGfq=2@{b3eia7zYvkuiIqpg46%I5oO+_-5<?`$7t;H1
z^3!_~Q`@a~<BwEOx_ON(w@V1+r0!)r3vduGu|?8x7E*0X9{<emGI03z>zN1#OBtVg
z-U`BieLQL6j`D=Tz>wWpb9y4f*XzN~v(f^L2(j}Z2dX$|uP*w9zLfJobwl~oqb+02
zDv6Tt<!fB;cShT0o|cdt?(cL$WOxH#v6mu358PK0b0vr&5jTw;qyqBhoRYenQ(v`R
zUxW+IzI9K|?>SpQH^*c1+xY3SFolblLbf<*b-(r?W1l2QDg4p6*lR2;>7<zgH^dH^
zkEF#X@;I6zkhdD&!pnm%+z5g%NV`a~PaJ|)lWAe6uiFO{ONyRalMd>KGA}kpxUETf
zOm}=MdZ;d`nVeUFoeYUEwtv4!87oqT{d61i^qsTwR)#S0=U@c(DteIw-^c~~>-hfO
zJUjHtdg7oM)EO-t*|~j+MK#1%c+R%h1>d$r*J9T!1W9O`lhhGhaa0iL^Q+apIrY8d
z#g*84F_IMKOa=Ok_O90T5QX&wpoqmybd2w7`nS#;^`ialml2T&nWjwR6G`8{rFxTQ
z^e{<ygY(sJVAk%;N`FuH+l!@Wzt^CueXUDkiYT{dp}yGbo^KAS`$>I9gj6^betEjt
z5;6udgu*|mp0d8$YGalyUQGWmP4E06`cOmM%;>&CbRw?%whoprbOkNtC|62D6KA`=
zcG8VyasOx}t&d1t6v~VaKd!}8crMu5!Wwz{lkGL%fk1a&_SY*nh)U{X#FO@xNN&!x
zaDQ@fp|0fF>f*OkLx%?snajIqE-{5OMD`nVeT6Pq8S!Tkw>Z+ur`JC?)r?;TNIMbi
z^1j)4+O+lL6%%b7wyZ7mbx^-`Na(A+GzQ$c4hKeRbv9Dvd)cfr&)wp&&w_>5!BQs3
zpA6Ty%jwJZA2llvB^hZqXQHxTNAl~_Z)<(K98PcD&tMxkH>VV&q;L^?Yh!8QOF>O4
zu=Wx%p@Ye$dsFMxVBGww%^DQoy}vbo?*YPKrtkEBdAs``$btWX`NzRU0Wx<1djMoV
z3o{ppBe1h|v2b^=vIl!nfGi<yW)>E=<TQ|tyQ8(4i@SrpnLBU>u?9G6b`&5NfE-8x
za<jF!1XFPG-*E_Cfs6KF3Vwi7XzgMKm}ckT18Q-%w+92NmS)!0w~V<zdrNbB3J}=d
z-qy+0))hE%urzbE0rrl6_ErG@&K7XW%EipW&GyzkYj<1w-xb({tpIEPKK)HxqyRbC
zI=TaPoWL$_HV}7LGe>|-{F~SaRAdg275_Q=qyMk6JN4hEf0g`w`FE{<Y`D3YS%MwR
zTmS^DY=J+Z4bNTee|xSXO##xlgHq4Z7NA)EZkYbvB>+)-u&XPeWPhgs0eo`3EA{!a
zXXjx9xR>rO5DIo4E}%!;U2ch*-oP0EsksZp4(w=d<^r4ou>Mnp1;okw&R>X&r4<-}
z!qyQ0pO*uu3}S6-VP@|L0U%=q{<Q>K0i6f7wsi&Ai?@Vp2Q!P`y>AJ&b^!w(IoZ3r
z-eKwH32}7?0JVhxz2;^E6#sK-X5sDzNISSwu=8>LhTRroc^fc)tXhCAZSC#NfOv8I
zO9}AK!OYdd-Tt?Gd_W_BVrO?Vm)}fE;Mm5@9&qn>Rd<(NDcJdeW{CfZCy@AEz2bid
ztN5QV1d0CxiTI!R6bJf5^54El-x-m<Ga~)B5$S)F<?rO=@8snFmXrTSP8wi$f|Tzn
zSGiMCxl>a4TS?_#LjNc`xZAtgI@x<ufK=|{LF>+f)|~~dzb$C}qp5dSu4w~txy=i(
z3&4;Cq8x~RvpW-JcOqtgn=rd`!t5VYW`AHZ19}q3_PZ_v0^v4yLEt+h;J=LkLjQ_v
z+dDbiJ2~6G<!t|v1K+~rcvm^(P6=|S1o>MD@-Lx(lr3#NY=I#L1i1sr{Z8NgPT&1+
zefNL#yzk0^!Qd7o?|+s2j|^va&c7f0|Dia`f$crOZa^OWXCAV$nFHY6t-xPwXZG7+
z_rIk(v;XU}2frEH|J0&y=42%WjG*RbZm$1bMfzq^=Kmdy`ad`?=>l<*fOt_D+`jPO
z;$WlT=H~|5u4)DhC~g#gUU`5t++5r(-2Pm11&GQRASIxG&Hf8Lb+9YM-Q|`t{@dxl
z=+Spg)m1Tn0k!}v-_{2-{WmxKmVON!tGYleG=Lev00eygfdcfKKrMN<mj?*sU@w4p
z4p5*$k^nIra1Y4&+cz-(22k~ua1E6Ii}B9>FT(hL`fh}*i<$S`ha;*HC<=)7K8Xgj
ziCq~o)S%jdkn5s$<YnIx;FUK$akX8kgg9LAy*eX4M8a7r>|*&s!rWl!xHYLk`#Fa`
zGhS<LK7lZ6(9o^N5}KX7uSR8J`V^)Md~3og1h*a0H`bpLCD2O`6T6r_&%o1=v9&BE
z^+U9xexFo?OQ@ksFVBM2w6nXDW8$x>_h42DqYQJUM-N5De+bFkyDwexnsd}Isq-W^
zEcm&kK>y-M47tuMhj=|*zB(H>X{o9im-VX3W10zm3!CqnK4ij7g389c!{5T;hKB3^
zXTM<Z*M|atcU^xzw{iES01j?oZ2gV%U)XZ|2O9i8!TCR=z@IM${O?KqK*;@F8#f!p
zZ__}h{?9yoj{g|O|M2kdeEmO1#OGk==K2>ApPQHGA0j>*aQT0Mh)+7+uog?l+Eqo0
zhvgk#)*MIlBR*R>SaO6WKQcxFVl!7-iTk}K=E=i*_vyPj(1VU7u!3-ngR!tEMhFeR
zAkR4L&MG#w%x=$C{n&Aw-)Z}_2BsOXvHBiuMKkbt;P8s3HlNd)i{#2JbDn=Kl@kr|
zzwKY#hg1(KC=@RzUTVy=I+Id7sRO|ch?Ehp!qL`I_wE6I!7`%TBsv6eH3q^!e<`Vw
zERXZV%k_$J73)qnbL4edsZZxcmuE^j<nk9A@<;PkQ)IB^Rjt(+)FWyt?sZiB6nJbp
zIv~ckAH~J*$*M*x`Ged(dMGk!UyFI&WTj|4;^WQ=Nfnmw(<6Ki`=jbwjn_IylGkMh
zu{$%W{>{!BF0MGUGEktD^>kkm#v)x@<^S+h+~jPZ@G>Cr*n3E&zG4`MV?FF>M<cB_
z{|0vWKFi4rzb*QFL-rgvzls^dUYFH;F)`TKG%TF%tYWX2<Uh8y*<F|1i&~pg_G9VC
zF7g#xw6>^X4lPO<yxKy`Z$Tu~qo?>NSHuM50VUm@3-Q>Io^K$B@+wX7uADU7i?%u9
zY|hK=N<f7b+&{5Y&B2F%6eqJ+&hOuKMJC4cx^}w>36Cc08b<o0beXAlafpMendZNQ
z5Ltijy?%j1Ig%Y!6svR<>$Zn0{o*_ViQzNM`f3r5h6T@=qlBYtTs@Ib%<;H?zK^bU
z$eU2|dMS&#WEhqK<9tt!Hw>e1QrSqx&*j&9O?tG<V3PY<p3E*ha<~&(<S?(E#XcD;
z0KNyPmicS{A{V!L7VscDfa_aZ`l=mqrmnH*6*17c;o73h`1Kp|&wo*Ut(U%zeR@F;
zL+=6s#@Eznn2{gTVrn3bpOJEzEPJJhs3Acr;FVtU=%LBo8b~;!F}O3WPs>b<XB1dc
zc7)K*ZRJ0m^GB>mPzL9`{2XX|-LtF}L2}xlq4J*o0xxn`=H#j7k1Pw7?9teiTJ`??
zf))ena1*MW!@*Ig3kPr7CTlMUdM)Fg^NQr-UOA`r?yRQIQYxp7wR-w@@#2XNy^!Bw
z=Xxd|YIU%NCt$;Vldm#HQEfc<`W;o<_ik%)28YHEb#2w3lJt#nEbi|sO1W+0Y&0$(
z%eLaKtrsK|29X<XMF`3AuK#Q*`?QgdMZH=!<}##GqP`mNhVk(Yu_$;5r+;#Y{>1`n
z>Kbp0nEeokR4LvZ8ntH`D<nUeS6LLd?NYiVt8?RMl{{}hHh|+7d6gd)GzZ1sX|m{=
zNS@c;m#H<{F?5=yMRQJp1@-C^6UkMyyrO~}k&xfe1;__K5*fEmDi86n;HBKGr#u4C
z0~Lq6C=~t?w`nGUbg2>&cuGsvcs+@Os!}jY|KZoj{E_fYFWT??^5&n68A3+>F|R|C
zaI@_25NRnTeEop8!f!>2RD$k|6#nIAzxEd<AbWI1%8;5E@e1X)AO+s7V7X|LE1#FN
zD_-Y03-`*64Us#)534^|)|NL78tAW&oZ-)U^feD1R;%0At#=*kp_ZcPYI72@I;(lC
zCVC}yc|cU=Z>$x5qV}p%V?XXD*Jv!i1Rs8!;;Au>x?Z3)v<g{Rpv6b(8knybxEVGi
zQ1S1siDeQjP4pi*`XVmspFKD)_Vs>*sh-8P4Az+_$<>i(j#BmeEW!^=0Tw$oT-VMs
zZ`;%)uVZCIb*R7HRLCYl$5d_+f5{oJ$a5o`o0Y4xwC3@KT<aL|-1bqhNI)8$G;W(8
z(h-su<@$Nh=_=?wc{`@~q)Hlr_~ilC5YEEO_nW9oDQ$uN2%!5$qPFVy_xpLpL<5O}
zKaz)=T;DrKY{qrF%9F?I0?i{_AsC}I`cwFyVczz{5Iph!#m1>h{a=6V5H(I1^Ch7g
zihUbioJD_(JNwhM{@?+Sy?9!p<@2&fuBY+`CulA7Lp8k5vB{5?IdfoPv%hR7)AxJl
zBs#Z4Gtd(|!%kN@%{Ni2{l%aUu4Sb{CvhT++B$B+!>7)t;XL{Q($ELzczBiY>Ko0=
zb00YSt#uvIabO0ZSwELgqzX4_Mf?NfZGilNoL(ssfDz>nj7a<aCVwE$;$jRwT_yd~
zM>t)e0K`9#kK~~(r9kfbDF4)5EPsQZZRJy>|6Hnx*U69|<`6b_>ibQ=s?%j(D?PI)
zEGp1H?Rm+%^~3DcGxR<20lM{b#%_?bGM$Vo$9ln6KsBLSgF}H(OjHRd0=#_EmSBYZ
z_^ZbIEV@yq^NxLH-ZZ3}pY~nDgA*6l8aAsK{Vx8OB+@oqq8Qf=(`dO_Xhtyl+V3t%
z1~(73V{w2Bt0SH4rCECYSoW7Hh?lYCXu0H6Pto($lSywUL*lEgcq(@JWMw@^1Yp<+
z9UgR!sG4*^+8d;ziuNC>;<eZ(J<&~(yfKpM8jdAf2)IR$anK~t-%p(Qs_X5IJnhbu
zc`M?nH6EUl=v%>WybHacy}@gWX#d)$4M#sCvHIs<%U%5<4GbW}Gdrr5f^~`JYsf{W
zLlAB|ZFn&5)8bB(N!&y;t=@C9KOVia`n6V1L&h_Y03<))uA85$P^%xeLYcq|W9)0a
z-;N9g5aD$k9S(u}srE!~U9H_QqZUghZNGd8sALUj3a8dR<8@lddK7LlAVYj*nYRXN
zy$N*#knz7vqqsg3I$g7({@*xz3$UoZZ+{p?LJ&|8QCjI%I)ssKkZur>?nZ<ex;sR2
zq#LA59036-hwkp~A%=-}@O$rbf4_V0`#%5w%Xv6+VxM)^UVE*z*RIb=01j`EOcrzE
zk|bsW-P|<qpy&NCJdxiQ55}IR9U$6As5eseAu+;dhyfn{h!_s9VOpx4|0xGZ@4#pG
z3It}vyoA?uGXrJU=O0u+Mm$1B)ML))n_?Uq=YI;KKQfc-IrG!hoS!AGU%+W(<1SP?
z;Z&;f50P0MOz}*dLNzA<rRPCOFM-nz_eP+)Iua&M)k~4g?+`O2_eSC=AwJWC;Kh(@
zEx<!LK;s)!*lpG>d3-Yfp$H-n=9-W;-iMYu>&_7oFX54j3kae&e`SHY4WppOcxKF1
z17;K7h_=7QBL{fpjKZ6x1KE%x1JEaU=I0iK>wsv5@@<T#0Yv1}>7zw%#f|w%_<#8U
z@4~?G81rp(igt$R`QJs<-Eve01B0if<w(76Lku&2T=>z87jeMz??Ac{^}lfiKte@7
z<E4n-F+hT$4CtcJiC#Mgr~_VtR(LwMt;f`fS1+tAEKjWS=tik9VMPZZ8pHX=1eNR_
z{%AT<<b%I4#jAg^*{9(A{QSpb4uIr2UoB<jVyOf!n)3yQOzdOHY;Q&B4VDNX?V++G
zM`g(}BM5tP$wm-!Q-})vvEL1w3YoB{&ZDAu8_T?qj(Q2t-Me&>a58bCgZS186-onW
z&{xB`-nle(q^sM##75}XpTRPkuBud0Zp7zfj2P8mSpsE30v*xft_F#PKkyStD!N8E
zG1n{F_PmwgiS8eet!$Bv61?YYnV~P?GhB|%nQeCfK&~g>Ks|8t(>q9hLi6*rQ+PB#
z+Y3~SQPCPeMdBeOLv|RJZ-8zIj{)#q2Y{TObZ+-Pxw)>sKaYBO{pMzjGpGvVgV;Bm
z8H*X8A>6ed$pa3nmN4!?6-9EjwTV&xT@NJjKS#!<5Up(V15`^3rV!(&j#6gnj-f-c
zPm#^vff!H3kHSN^yFZcxOiUd;b!h|={_|8>)zYiG|6yByPQe`jp)}o*_(%|HrkEXI
zf1yb9C}?}DPT(Zi0->69O&1HwNpae6GB4<}0*^m@9tP|w@!ljXu|mI|iKAjx5!)_y
zjmQN%j@E4(*iv{?S)VAcfm!AZx(mO8doZcrYx3--R2;Rdl*|Bvff)g;@D9K#LQGg>
z4`Pqt`&G?Mp8#|?#L{g8;Uf8IHO{qq+%hxHgy?|+fx06kSJt41(g3xR=b$wyI!xjb
zcK8T<%O+2Z6V4_y2ZnoK{jEuNFo9=F<M0*T1?o{N4!ou-5XkLee)D)pwsQ?E35ctS
zHxn0j$|Y=Ri~>1bU&+G8h~cgQm7v4td(OWjojAewwu=@2R=y!?dfcRiD3Lk22XAfQ
zM-L&?7HgmsDXJ6b(ewH*d${Po1$2sm(=qTwh$y~z`VUjND1$^M>hCX>!I|=ZYh_N5
zg(!$tF<M(9w{I!nYUAl`5$|WZFU%r{2)2s@F)wR{eM-h*BdtOZMVQ5{?6H(p(b3i-
ztcT+*99E}XSZ`$@f_n;9#X<_-{@fDz4HCR_zV`QLHO+z^J#%jg-U5eOvsp`AdSOIC
zVvQ7yFrzNGFprx0HT7416y&d_q;6G;*9=0uN&$J_Rvx8Op8@;{5Uaw6uT-1ioeWgH
z2)e>SJv(2E$(X7RzUr>VKOsc$ZTG%{nLwOsLz>36gbJ@F8r1y7)TRhRue#NOjnJGJ
z^hlm=H1>~SXGOp$1)-SP5HQ{IH8nnbBny|~nyS$Ay`d!FODKW?|6l;HDoibj7|j9%
zgW^Ke0DEq3ysr|e?jrS9UW24<>n;H@fP#AR^WddkDZ`@s%O4}mbcHXVQDo?OH@HCo
z%RAb0i_kFy5mV4xUXPPKx46Zh)T?Ps#7I6{|2+TPF?C>24%RXB^YNNq)jD|YH-V;*
zGzDaGbKP)`PHB2g&k}jh3rTU`)W7TbIe-@iSO#;|m_V3<@;s2D-HIr=@@^gqOlYRF
z0siDN-?_L|l#JNY9gB~?!hx3>LYz>qlk!?&LY-ug(|my&>syN50G>_eZy-}L*U#vA
zJNO;6LyvNX80GXeScb{~v{uxGh}DfYTLuj_Z@s)0nOB=m|MnWB4~RCI22f2deGLE(
za)iABgo7CY@}D18wVQiU_Men<m5!%C0_lN|48?#4zI>=@qg~7l7(NXPlzaIO9-<Cs
z4{schH3;g9I|CbW0b33rm+f9+T^o1stLYwVfu@AeEfeQ!lW2wO@t>m`XKYPdk`Bmy
zU#dz-9?E11lci`gr!5{$cQ+?yZ@!rf_zZ|0=-&?a&OQTcygfhT6ZkoA%FlMb57x5f
zmv%EV(gGNEW}yAr>Qj=$-fQajEtM<)#>VPi>M<^fiR{BmVek&D9eHF(-jphV_{~;m
zhm??#8hK|KUDMta4ht|*J%YNl0a%aP+5+=>P472QLu!MYGk9^}wmN9zWMF}VgzMg<
z(57QG_85FiW8N!N2NV7NGJ`nX@QfGEqN0o5NB2}~$1MEppTtXD)60O%9YZHk*OQ3+
zn%FHokVv&-xS=Xw5TMSzZz1%}tqPpb1R$QQHfl{W$-1^|02;CZO?oKby4)mN34N=D
zjci;AD0G_MLDV&XOhthY!1FTDcN}{x*_<C3gq@0Kh$<Yav9XahYS<uTt5N(55k98;
z<VtGDs2eUgpu{5x!-wJxCQ?iX{qQ6u<QQ9p8)VuiyNkDsKOTVGLp%J0!9A7hEc~0@
zc@tp*Kz~C+m+d#P<k{UkZpdX76rz*bJ|KHLob&?KMutYb+RO5|Dg)0kWysDfnhO$j
zRBkH(n$fhDsB~cPPXLumHpG=fObJi^!2wC`N4P<M+_*OG1^EFoe$<nUsgNH->uPHh
zfwSG)0|3i-xHNL3wyX<Zo?Ga#w7SA0*|iGL0=<;)j-j~5Th5#fqw$$nuu{q}ppJd_
zoO2C>XCd9ql|T!#loNecMiLE1s|gT%l1E^Qn{(963t-D=JbN&az}%OfT^7)@+#Ce!
zm9=u#mNTRKLhBWb=?ofnVjV<?99}3|m|n*1;SohoB$sppg3%+}@>N&XoZy~oYYmuI
z1_%%B5PE=IvaDB_T+(M`_!fHx2<oX$0@@uzQ```uoh37q4G};Wgi_3EbLhH^w=}Zu
zE1Ye^x%mRh^8RLYhfH8A5$Cp5^y^f}>a;hZzQiLL|4Hjr;U-{e6%0dOaw<~qMu+GC
zT7JJje0l=am!LSmhQ7bvBAHM~^eoFCWzjBUHJNx!dD?4yvn5#Tl4*Q)jcG!$UsGu<
zT)kFc^kFJH6$;sf#1BD-R8@)pWTPpH$tSLK%6v}20-?BQtzb}5$`+5pqCvsM*$6NE
z8C^;roNJx`_lujY8j!4wC}{B`HOHQOrLdo_mOdUj>%$2l7qb#}wLp7iz`wQ!7}lWo
z>kveH*U@_^pb=mOUfeg9c!b^>p>Ld-1zY-q$MRNov1Wx)TSRclLqwefh+#&a7eH!0
z0cE^^o{=fE4qFd`HsRKm`J;UK2qRrB!4^iP>mtRnP;caZo)9JL_&!L9+@c76vI_o0
zdWxf%%V3>*28E+O!QfP!K!a;*N=VVx&Toh=v5L>Zc0vn~^>A&9meM9A<9w{D)Mi}0
zO$@DKj*@>i#mqf^-e@QT=$m2N1r45pTTm^|{Ergd(=v;}<1Y_hO+ALp3XsR14CI62
zz7npD3vWtogU1RY)}1|OHk}c32A<D@ww%X)@zmPAmz)gESA=EhZ}(at;Cg~%M#&)N
z6ikN$pW7B#`9yg~@c~OiBw+)jl75*Dot`y+XD536qEOi^F@m!no~w5xs0Cnaxwr^_
zTekfZz~R_%wdK!vsgqZ!eub#ZM_}^g`^3~LIQr=Gx%3*vwL(&4Lqkt>8ik6e(>$3;
zlv$gNbnYe88gHBy+(*f^aaE|xe+e)|S71D?hB05M%m<81xrUmJuAg2rtvR@yB&Y%M
z_XnrSz|{rmC_D^MvC?F7>~&<-B(!=Wl~{qF#s(ns$xkHNay@HDehu75RPkd)9}vnt
zT8hE30Te4HnxNd{NfkH$@VxHFr6Ac^rJxZXsH_wKl2@C{=E&PrjtT41K!6OT95e|u
z#_^*R4rX?_baw$j9Ry!{picia0>=b|jo=ePr!SgVe$6K0{$X?gn!nn54@!Bk*{3D2
zC*ROvapq8ny_-+7)0+z_68fejJPEbePRWHqG2vXkl3);U;twuGujk2t3cwCQ`AkQ8
z5LBLm@t_itb4Zb1INRmY#Kji9(axI*lCjoQAf_yZP`ct}P-nh@rFTN#%EWIu=mlI7
z4fLO1l~)XIgUi>_%D@bxl^`&bWFd+F;H@kmSo>r3L<QYMPYgN(C+1l%T!VvKfpLE&
zU(`Lb1r#^A37$a2CcwA&*;cE~y!X}+uR@Bp(moiZFQUI(Tf?#tPA<NxnOT`nr}pGy
z%_<g-%0z&vur6KEx758D2O&2tURFZF-djCjiB=)Bhc02E9d^LI@??o6yp({x{z1eU
z;oSJw<0a>@?X7jhz4W=K!@pj|f{OY%^!ye_A}6o5%)X@(Th+s_>8fk8#cT8p!m4Hg
z)s*I!C6wbkEZN#f_wf@rl`k@693Z9-iCcGO4b2<}Y}KO-)<99C5U5#~>vOY5reaPY
z=AEA-ex>CeZ^$6}Hw+whvVB!Fqnple(OK^~XtojRy8UavL*k{%IHik+mgvbrpwNZ<
zvQbpY8HE<FValw&`N1`G87zW&Rvvv0(N9kYaeLL&$l8Suz_0I6H7`D~HYt=gM6S<V
zdKp&Qh-En(L)*TLd&2u-AuL<Kls)bkz0bMj7tr!27@355!VQ$=BtN;8c4Ts&fu(mb
zhWFbF*}Ct+9W>G4Qriz88^40N<-~H00`*0J*?O=ux{C6G-SBRVP{*Sh#|-4qT?JLq
zW-WD$rV>GJOXZx>*2e(l^y4tk6ApETgIAZg%yJ>mL{`D_XU6DxXwMTE{MiSx%d@UQ
zs_&nEE`u#)E4QTpD!ZcSEG=hjtq9%ExqK(kdaDLdTmse0Rw#(L6y#M8T=-~b@c?Bo
z1_E7EQW=f+R-5rUw!a!|Ra%?9Dui!o%2J#}E1FD!phJU6bIatXBmKM{VOIj3Awv2a
zAYQG7hDwN}Vjzfl`r29){pSoiH9ftWq6R3u*y7z|Z@0%NSX7h+G6h-Za1L#;{mk$g
zTy>ilC?+puh_e?45bhlmyyLG5x?wu)4#4-Bkn7VQ!F(`4aH88X-xWBk=vfV5<Ukjd
z{)0Zw?2)1VTlRtBXYivnw^UFMr^<S(rRA(LitlQx79<D(CLDohJ_=nzw>Sc!+hBpA
z2nM7J@=WJK(2b9rYJV6&$AJ3SnGe#H+5!)q3gzwd_U|IBgF%y<&gXS!IfAifU8z5<
zBg~K)Rw1AAh|VZP(G@*Bp$)I50cnok%u$`oU_}Hxa2Dj<4x|zPyfS=4Hw%A|xe4Hz
zzS_!a09D<S;6ocb$x-iwAA!^5PDi4MymrBTSGhvyijd)3-@^^cpO1YB2eYG9SZ}Po
z7K>GGj&7M920@B!<@VJ*+EPJ9JkzF=P?c_6y)EabNWK^Fmf;OSbjv!pum4W>x83j_
z9_k+&{Cc890@qu>s@s<aqj$V_z*Ffr)&f8_aw_8kFeVh+8kj{`>!F_E@o4W8W&%Af
zk0jK&^Ett|7KqwEOT#x?nh4%YXiBx+1=JGF*Uh~)di%J+)s~lPw`(w{>JP}P0Z3!p
z5WQjq$}gaEpd;S}a};-^W13{47H6vG&~x6=6Q2WAx(@#(bg_!=11g=7I8+rA2*@D+
zcGS#{z1xRmVj_}to7HcB0BNgfEuhH_XW>ie?A}sw-I30<H9Y9HWZ#zAoI^`!_okkI
z7Jh7q{D8|)qA*#_vFU{IP|3*9#!dJZEw!!5wYBC*CxEJ&4iP>YBsl>A`DLbqtRkh?
ze<8o<)pVb0Ve|u`!@P$HfpqsU{pcd4(4~m4B^?008@hH-k)P!z7zBK?0m{hQc0*^Y
zdB_c(32`Fa+lumB5e8{!<5HjHHGcChX9|g@uf>HL1W}v+be{LH2y}96Im=9?^nzJP
z#-eu2V(X$xy{Birjxy%)>vhhhr>ZmGXeI)q2dn5XKCAx7q8*g;r-5m29Smg+XPphP
z4F-C#-FF*0|3_SL0Hdod?C@=gIS?AB4YU~RtzR~(m<`mwahKF|`g|tTFI1)L{JrTz
zpd~~4f`Z`RzQ<Wm{Do=~OsF;Xn#vHJHAsZfj^RX5Hb`*O*#=qn9HUq<Su|F34KtyD
zjVsSG<pWUqmh%_5wN&Y9vn?tt5+vagksYwa^X+D<`-y&;W?LCuELtNb5^|7Ab=2)$
z>rkLONz&fQA;LtYmyKI+3H{)rQ4QwQHL0~j%v6HB3c%W#6)M_2;7?gM*197#Anv^_
zRWI~+9p_r@LUyD|;$8wS5q7l<Aig$gT6nZJnX3e>iHKs(T6Z4q=uX81rL-tUf(2i+
z@d9Y-#yV;iWacNm2aW{d7h$?xs~u-gtP53-K>w78EGldSkhV6ZdHVtePMuPAAd|cJ
z^y>^JZcZKN??S_WY7=X@D(E(f4v<>7vop)@i`db4myj3S$U4pK5xBKH+`Q}eAb>;Q
z8pCS~h<nF6YXRWw7gES>S&lf9a65Y7h>|k^?8aU`F}1AvN<N2af7cFxxNodQo3Cns
zh~jWY`L@2LuT$V%OcZlf*tbMa_Ib>+f9d5J)DGbrN)9|>5))$aJh4|(qb~0Uaraio
zEB7Q?GBnhpS2h4?h%;d-<MA7?Kj+!}IH0%WxJR=HC8Efk;<5tfxTf+b3>Kokv35f7
zK>_h~N6_Y37oBVHiC`-*C>>Nq>EkGi6z&5}X5sQS>!(6o2Sq_^Bp*dN-=#xNA|gS|
zoJSS|*N?q)KEqyNc;uk*JKzOb)GUpoU!uQ%DLVxexJ+oqKIlK;h?^UcMZz%(lTYL0
z*nOpAgyN$y_G_|3Jfx7*Mh|k|HU%i>n3Yl27TF+E?cZ>!-7EK6vvM#f20F+J(XiU=
zway!PWf{h~XK@b2#58Frk@Pv6JURiiNP1h*1T=FWS*=Y~rRNEsk)Jd>;I4!uj_+(~
z=$?>!E;o=P-7_BBo(aVi=kkIi@hFnvh}Z~j&{_jKS~?u(3rKgi452P$d#Stz6`#F=
zwV5Rq{)pG0(%O$6wtU2nyi^cDi<EuYbY^uN1k_n>-(F!tKLb4qi#@RqyWV1KJN`xr
zVcv$ZtT9kNvpE&={f+<h44U!Fj1r<Ri+Mi`dG;|HVeLh!8LqHLHe@=o!x9MK7637n
zJ<z+^A`I=oKZ7bYfSA(=IR*i1QKIOxwhjeSh)sxbPil9y$kz!d&p3aKS>1i*J%lv|
z@1>j^Bm2t|UQ<AG{01OdDj#F!AW5pKywj4!+wO+rw0QVd-uqQ>@yyS?_b*2KQFwTi
zh3nwx87C7&Ua>hR8qyQq$7MBJb_Qk{M-aK8@sJ2vhsRC({j4WYrC*F7hF4kI<53!p
z2>5~}6JN|+m0!I=Z7p|<{n`|_8y76J>cnj9{=f&hB~bkEE2&j*YQ!sax;7&!eLi0a
zfRaAz{iB6eA@E!SOatWen$c=EBrOq(=m(=-DOG3{VudA;HF-LS*2xu}#fEXrt>p-J
z5{Z@>`E6STnKC3FcfmE4ViM$IUO&K07s+?+W%_#;$(QadO*IiUCW?HG!gXTLLtfWN
z_`aTVp1QUswVeajg{$bBmYhPzLLaoFIQmUr6<$K?SIZvx7Dw5r9D!^Kx>4!mfA)}k
zUg3^qASdYwc!#{GPJ+Hc1E`1`Q}AXuY5=3A?xv-3lw&63`5F(42+@oaW^AwMrHZ<A
zqbeUtg&rlJdrehe*jyBCb|UYV_}+}<0$NZ$ehDdu9|=pzF1_XWp+OFb(6P-=b7gXO
z6h+s?n%V?!ywMf?{X;JmlDpjW=%5o5LA;luf{aH&K;f(fUz$JYLvWgcMoA3Jr2rsF
z!Wxj89kPxR@{P4_q4rmQlFk`L{VK<SwuA<g3w)-9!hZ{Rj%AX0{;3X3xnsxi{s+5K
z|DeaFrKKEu9GiIe>X(p#No1}<OBl$k)sPc)LQ?Nwmc_ZnP*eNjI+pOV`^MTuV8e}~
z^h&;AwSU!vna^afTfty+53mvi!1SByGJZ<WVT)5$H`C-W^~cde?1a7GYQF#-Yw<uI
z*InsE`?LjD`@?ta@n#ZH@^=BSQ+}j)k)O%;WNp6<HF%JjCEvQ^haYj)(;UR8@7gu`
zRab|d{9JR#W2ZMfPtF|2_$<b{cM$s?Evwt$?ZhWb3t9!CX2y)Ynw+L)z3jkl_9r|W
zXdV#^+pT`9E<1G9by4!DpZ%!%KUa6CuRuWi5cz+mC6G$LN`gYQ3a+nTUmIoU(XG{f
zfxpQM-52uD>JHr?GU)ye7X~+#>a#kQd`@LoVl#f_r1L7D^;tQu<||7b{blVK`z4Sm
z*PtG|RV91RIe9j?`O68mg2}lN!|T;^w6}rim^{L9OmnvN+uAozgA}8hg;odsT5f4&
zAM!L8cBQUK%Y*qSjlJ3~nn_DrC)q!dWZ=grI`?KrLnR}MAYjFSp*}#my~O+XN~0~C
zqX|B|hTGm88B-xw?kzem$W>TLC<&Of<f;IN-)PSL*l?MvPif@7htyAN_y)9l{-5{1
z(kcBXy*Gdqt}der!i_x784eE6w5`d>oxLb$cM02b+UnI$Sy5fiMrq<dE3ZuUYV#aS
z8bgf|-B%4`!b$P~&e1&OEe^<?Y$QYR)RcFzLfqIZ=qyLo^l+L~CT8%eSVvr~8?xVr
z@N{6EJTdl^jG=zdE=@Q{5_KtP7_)Kd^{49dP<XVD<(EYwlhIfO6Yq=~_?H9roEF0F
zx0hbYq#_Js;3uCNt9&eYd=24*v-bG!)hp)$8!P-za@0BhA@fwJM{Fm-)6sGdELyjj
z^xf9JC`U|Ixx(TF<b4c^k7Mv<sL_3B>-z_Egtk%-Ebsd!)Oo~ABEI@K=Xd`e%oYz%
zvRVQFXHH3SO3`W~(_yB1VzSngYw>PK^5i7_iK7hm&#1las|pHOoafh|4at*5x#;J;
zdIxW?H@jrN*Y@o5GaFFhIdzkJGZvtf<%hfsU~NTFMR0?f8lIf#Z`dXcuUQx8uvim=
zuX=N^eto1uy0Dkse?X7jG^~Zv=&!GcKCeI8v)f#0#{Mw;=KZ9q<CdE)DZ0{j=z!-U
zPnCr@<1pnW(iPsAl`lEZ-5O3?7af(#zIl{_7L>YI-G@e?3`)O^y&rdSVmMrp_%T&K
z=(#l6T6|zxJxR_5!F|4)eIpZiVK(HhFxh-CXLwovsJi#N<r*ja>|(kl&91WKhgGGH
zRL_WVq|f^`=_1Rj;Lg-yv5}(oa+QH3s8elK^O`2e??SR}@nLmwtdIC+EFHav-2?x|
z+R3PUT1f3O{a@8DMXES%Y9_85ulqIx##!JZ#WvloxmUwI<VBX=j+@%X0#nhV>REhC
zr5H$%6W_r)y4)tM%(ul8KN&9b1t&<FsfY$_E&TfHW2W9-(#RJt0$0QuAj`w;S)E@t
zt+Ri7<bA4QI2RfVbQ9b4W#sCc+w=N*DV8I|wbpQOH5ex&YI435F1$imIUj8lW%=Y)
zKaI7-J_63ZyWg^2R2vJd@HL$8X-QoUw=<RYUo$;-fNp(KDR<@gv(VA^bjGz*c^6_w
zn{VueI9jAeqlm{FM$UCUl5_ouO<ru->k)bV+MVEFI%}t@J<tB~;a8`+y`E>sJ+yIa
zr_+v3F{vW0RU8uMQl6KoW5P|8-`@^#tPMH3w5=E)&O36EI;qbAOFE<gS(nXdzIpu&
z#vEILu|TnycJ~SC^D3&X<qpD$&z6GjRP#>4dPd)udx-olI)<bGlSk;487JdD#uJtD
zbb~T)J^!}J0E#ll{${a;`H*6+%jtMKqpf&@@A8~<nszF$$LyF-mzB432k0`|KkKZ`
z8y-tF?7jT67bf&B0&gb9?#y%qE^f#Sv=OivRjjkmG9olB*-Uk<oB6ola`-SFM%|{`
zG~=s1XC>GH7cUDOm_|)Q)qj4==MrpzO&-^GgDti?XePYy+$G$4&I#`PWSDpGG8LM)
zs?HMeqMg@pO#4O%5}pb$cvyy@+l%9Yq;Fc)owcqQ`?&AVbBlUwXNE_=Hg<YpH0>f*
zwkJxIGY8rls&S7WhY2mp(pHVpQ$_LT7O_aT975XEUaxibbv1Ny{|5dL`El(Oa_B#J
z)`5eySmGpIlxT9fbkMf#w7j{J(WUyK%L7s1ewoe%0(duV1ruU@4+9Gc4#9|ChyUDx
zoY7DSom8YhBb%2IRKW!?XvJqc_1EANIU~~dsC<Y6F+2#UV2n!P8QFPW*D@m^Kk?!f
z-;_}EVVFCti_ol!kJ(rq<`&QNnjzx5>8t;Eti#ITH~g1-+jdp4q4D&`Hq@t*^Ra{q
z&K&7)&!}o8PA~*-JOnfK1UjnFv}Jod8H=E%XQj3m6jQQ24dL7KzQ^#RtQy;2jzuP$
zJU&;et$)6Jt2wiphAm0sREsPd&qY_j#!3)4d)&Use9Zgsqk#SdO9%H+l>Rb2PuGb;
z9E0noKn-yqpL00x>S{1|{w+&XT)q0OX|Ef8$giR=kCQ`HGeW}CGT5q77dR*DEy98V
zbM!HGVaLOSt4YfiQ^gN)ogCF({8x%}pT@w-{*!A#@9=y4%<TFsX#%@*d$sD>8dP0x
z3tENlnQFT@dbadgI<0t(m|T>K>Bp#YR~M2B!NeSn^MdTl_k34$mG@h>xo^gy)H63i
z^_I?Ns)}V*T97U|>7F7J&?l<Xz;;hB!9~x{?o&i#*eeA<Y;wxl2VM+6+Iy#~|A_6j
z>Tyt#W@8h0Bl4f8J!(c>xV3JV_h~L}Z>JZx(_~2R(q&^uN1u>XV{V;dZkeI+#W4z|
zCh{iu#2nEDYf77wUHXI+ix*-^e%Cic(iFDZPr!2A19<&lf`5Gz7r_mmzuddA`@HYt
z<|toeagh8H6lEL-njTBYq?+~^*&-HNJ$>LV+645uP#7~+eP<jCn(k7La|&S#7h!|A
z@S)7(7i4wXc`B;TI0VU_f-bWEpfG^j?phj{V;UiAvoA0`b3{wc@f1(4rIR6ODpDGT
z+XKdq-20X5i@gTDbFWoDw*!X6!w%Y;m<SN1k0J7k{d=_R`;7I>2<Pfegs#x}{l&Z|
zRcV2|5FM=HpyMYE%iP%A4ChS*_$1$Dxs0pF9f0LnbOA6uDk5hM!YK{`!m(iQ_TM7Q
z4{x8-vwMPznVO~^wDc(uW^_05C3gHbpmM&5FWVz^hl;bes>gV=cfyTl;@@sH=}meU
z#~OfWA0}*IW^d{&WeZv%KT^Cwndg7}v_O0g>^*}ml<o!g`eI*)$A$vluEA$>aOYqA
zp-BL3vs6_d*#6>LHNJBl4qROgQ+!~KOZy!CZRGecYz=c7vrO{(F0t+Mg3DJjy1SIM
zB`=Ej+&uLbybT$0Tg9r>^?Ay+SN5HEQJ+@&#fMQLSX16zHASBaj^U=;eAwKP*~rYN
z-fRz<iP#E;&%pg2<IVchCyAZNwp`?Wyzko4#ghkbj3$5hKv^0NJ;qExU~zA1ggX9m
zp&?_*T`QCB7xQShSI7Ehm~njC#m*5LFlJ&$4Y9UMlf4Z{3d?zAo1E%qHIhhdc!HUh
z<RPcw#}J|(l1!Ws%AW$CwTQmA=wQ(w7g16QH_b9)NIXGlOXqLuW-5QvOCYC0X=7gs
z7IkzC5!41STxk&zeKCSz{{}nLSBg(8`{Ee<6nUW{fECzNfo#FAlMlettrqzNhXUzB
z<lo^=$P4zxJ9F>vf1EyAJAQLH0mFD~5bWk<=Kx6J3;wD1B|g#MF#0r9b%5JUWgfk1
zhL9j8`QB1N<|%RAx)lCMDM$3`a>3J7FL#H!eKwWSS27{mTpITrf|<2E&oC$z^M*b!
z^ywX*<0@h-EHNKFJgfjrdEsO3-h0#>bnjT|xSIYBqClVuv(J;o?EU`kvFHQ#1Fs2x
zVtXHAzVvs9ImE(3+^K5A`i_N}x%T&8j|bZ{;NqWo&X~E*|8thK%g@@qn(0$$J@if3
zz2z^(`f5WVn{2_r3vd3jhyeN#Ch?J(>-vIrwoFODF#R3f#|2`5_aKeb1iGa9rs^X$
z#B$}{iAwK61QSwxDlu|tT3v|&`-Ey;m-ACoca>8oM14PsL<aE*F97_STd^+fh#6#i
zE<GJP>~(sRR|ck9-^$V4Aqt5rcXfW|{~iK8!ak0)c&4aSIhQvE#jTe#jC-q;*NN%U
zhZa8l=pt_|bZt@hxJ6wwVmLD?hW7K}<q-|mkJ^oDlOzxQVsP59FI(KO4jZiRS5y)(
zrv>qpL#N@1o=*4athK)%UI3)xsyxL!W80EoCdBjw)FDH-PPH{}cT0LF_(q?NeJ9)`
z_Ro`0^=mjW7G#<^`*1%-L0SgSZHq?bIo(%^0(F}c;!$G7QF$X5zO(suQKZA?LtpUu
zoRh*gPCuXP`)6IvZJzBOp5!-3Mh*N;veDi&xnWX-x14WD9^Ecj=!FN#f?w*A^S$G6
zDDLV>bOBDwk(?d$L=)W(K3_7MO^>WLj2GMWKT#h>9h{^(E826wCDn<#t58Jf#ZT-L
zpk4yN683*D#E?`p$xVAE-v73ck@w#qIW+lr1?m4T6!^DK_+geb{>zes|1aDQL0(?I
zf5YvV*PDwn>3!r+_ZzUE_H!n1X4l@+`(>DZWAI&q&wR^xWSt6>CP8w^iE_9||FWZr
zG<Pd%$D8MOUs=PdepH(3w8KY8(&!F9SO4%mKR-!!rfBp-!i1J2P+bR|g4_>l;cMNn
zXGW+fv>A9IXGRqcTERvlSADNHSNBKatycUj>{@(0!$8l*Ui)oE58I8sAL(DQ{$Xqk
zM*3ZuZ)7IZU#)ccatm3ciWygK`DsZh0<W5LqGS0Y0oA%qY&#DC-_2&iECPqa+hE3y
z1O;NopP>y02Lze#W1_oM52So~%9nBzjo)K&XSfrF>sivQpIus}I}dDs_?lLDd49Hc
z+Om&_hu-R5dSUdwfZ!#;6D}Ao=POvXaE|*X8pbkuBld?m_L>Hi)Q;5E!e>e<YyPF3
z;3uN@Cq%{XW0)B?%Aff`losdK^O_piR&Z7Ru@2v68_3)B;=!3QuM<W04D*EBLE^x+
ziA<-YWMiI?HGu1gPM3wbKTQKZ>ZJ5)uaGW{_6clXvdhrW|8YTJ!_3S4ke;ZYd*9-L
z9?^5u<37o&v9O^Gj&=6J<?b>;EGvH9O!rvXyZbBG>@K2guoap~d}iUs(7Q#k_kxq(
zbsDjxzy3XHohg8t(IY+-F3<kv;dfO22(Q@B|2&wz`|Jv}<(Q7rx|WrI@Wk@it!?qM
zV7GqHoQ2yN6X5z8Z{Ut9$rhEhRhu2z9Sw+XdN6$`{P1FQ@A|_hS7vKv@4)?p!v?5d
zzN`P_9V7~z)9y4JNV5d6%3NlpU$Z3RE#r1p8xvvAT&a|rbd6$$#8t3llD)QMP0Qj@
zdP%OuFZIWGP?}qS>K(y_0ejX&fp-X#F>fxef-m}<Ma8Z08FS0<HsRH2qY0LfF}E5I
zUDY4c6}#}^W??ER$z7aet`LdA5ATjX&gLBpVn@6Ak_m1&Cd(LP>V@unB;GI^io|a+
z=<+9UZM(lEE~N&~Bn`iNLL7mIa}7-j4~AO%$xvLMne4cWn8^^I*S`A@rOaD}KD8C}
zU3~hMjZKS$BAS=hSU76D!o5ym=!sHY_w>A4oN#CfsV4L@gX7SL6D_AhmI2BsS*_%q
z44DW?&rZ4458f^Q(>bM`y^WkJ%|C0}6(5fR=Mr3K5<Ffoy?t64EYRMJCHN+6$~V9#
z61FY#e)J<!1Al;7<e8k}j*Zu#+>;0ReR6J@mt)0Tp*t|{F{2$iY6A3Ag@$Fi4ProQ
zn4o2@`u;$Iiaf7Nl1dAAolS(M3A6QqvKgNHH^7^5p8R%k#uZ%eamm?FB?BIA-)&xr
z|Egf_)sX?QXgFQy5x#SSf9>2cGV>=xt0PRT?ofoJz|%g*s8^2q>VbZg-qGWKQeHmV
zle^YwR}~n19|~~f!Uu(1?IsW27agx9uo!p*qml=Hm}#CdU&Dnief9ngowtXuzI&qQ
zrsXY#-^`KOpD9>HmO9dyh$EGUJ)log%K5fWTl>zW%kwYWD~cK;eW{wgGUR$S)g||u
zAh{)jY#R4jj4AtH+6R>kZf0c?aAg0k>Ll&VD=~ERH@&0E&Yk42Rg01t2!@JVWN%h}
zJx(e8dbfabxFS6E>(^4vJ4r4!W!eG7_a;<;#&2!O#R&V4Rikv@s_S*UwR}_8K+0yc
z@mTz!?f3K?S%yDkvwiDF<uq%CE5>R<k2XH+S5J}g<FNl^4}6y_s!#rij!rygD`q%B
zRCD>hz(^_6&sPE?<~V<v!!sBq9>Gt~z3cDWkTw^kpm^7=@mo5QiipVYs7%%h#M`?*
z{5V^QuuwDc$A6^1#zqf{th9amTe`=nRHe{LYb1IgJfSorvq**9=%)02yQqkc)+oI6
zU1RyQs0z*pJ<~VIr6sfe_~~Vjyf1V5YtM%aQim+QUcVWlO>}iP8}s_oE7T{?(yR)_
z{*KsX=q4}$KcP`d>?n>}e(pAfuk10eg{OFwf&no6Ll4l>Yz7sr8~e!xZwDdx%;Q6F
zT3Fv*`6=|ln;G}MyFkFY-CN!4-(yjM2CTZ;WqmgRFDc#?vI~zAYc8$@e?2Gu7KYd7
z;j&J{^9nAZaPs5f+f~KK24hZ8Y=#q^>DnXqLL->NTO;%~NR)Wkos!Gevb#%3`lSU8
zV+A81>yx~Gr$wvh@#A6-H?y$KtWkjjE31%a!a7=NGsrAvJzf3#3BzA!u-J-+xA{9M
ziDT8YHbno}@?C4FWeObhlx|=bV~BoF_QU#{Kq=VPgYx;tI2FUF*iTa00Y5x-S0$E9
z@98Y9)*_@s(t?a~Y2|tiTN^^cYYj<xsa(C_(;ey8;F9Qkc5$I7E{*RheZIM?s!Kab
z@ki7_&sb~ep|r7<Q@E9&VRhiIXx=n4=@Y!KyOaglRnNPRNu~G4J&08Ou}J|Y!4DCO
z0_$JQiCkjBi)gVT!PR&0NhA)e?XfzgBX%ClsfZM9k_lR`2rY&+j<q#eX}S9+SbdQb
zQdGfJ*Bx?`ugFMD`cn6#@VDKB(%&*t!<12}j`B)zr6IxWSQ%TBNFsYrvTx=iy$dV5
z;l)ZXKCIO*m2E~R=c$5+v{Sl@55Cntq1MFPc_fpm>x-w~73?M|Oe?9UuZa+^;*vc$
znBA6)DD8Sl;^`PdPQpRd@!T`vTats}A&vR{c-yHCt*p_$BUeW;_Y4!NjTCgXny^S=
zr&2%&?hvkmNT^)#qe&MVj|`=0SGCOBbf4TajHxy}Tsle4$Y&ZJ=~8CPg^x@2+t%9_
zdIvDQeu5y*!3@3w<L#9-#M%Uv*gk$EiXz%yET8u2>p`yi<Nc~H)CKj`>p9acj9ZzJ
z%u$InV%s(_8gd=TF31X9%jBC2dgVU`i5@gaIE;<g(NXslWG|AncRkHCr(D2y@_33H
zt>O9f>(i6RTuO-(<|$Q=K5sW?6DKWdg(r3fcfIVTmLnh_?%H2_S+G!{x{GqMq+(@a
z1bkO$44?@9Il`aP>DSV#YD5_1hx*=WMe|gQk2JL$i$i2(^pM_CR5To;K$NuiMmrLB
z{wNe&y<;5IU`Wi93S11_b6{j$a%VURxSP#=)E^a|8s=i_jge%Q^j}HNO#GE(SE0~G
zN|h~-T3zDTtXj6>!(6$%T2lI4$+|n5YPln}Ap+Et*+oj8Sz}hG`B{SYv$10z7+H(m
zd?#wcDereG<&XJbsJc;ROYhLUyC3h_9$YM3n2g8p3PY9cX(WxXs$7t!(mjzT+sj(2
zqtWIi440D~3J*q99cg1^?2ck&A`fF^=oZ$;-Z6&Rl%;ei#LV%-_L136+kz|y=Q$-T
zODUqG55~6TTs|CsV0^>=p0U36muNk!tS*B_tDJt`nwO}8uX?Nu0g2q*xMz`%AIJP6
zR-2)^|N2F;<EdF$qK}!Up8-gs8sNMO^)6p{5HK9xwAV7r|B~=mBqzsK=4j85c%Kf<
zc31yK&s;}e0uSEhiyJ~g%1}4%JCniqxVgdS+WE?C?bsD7k})*Y>J5BcY!Y8S&k&Xv
zjG0#VI~Z=y0CR1hSNQ1L-X;!7UDtFw!dLbgT>q<BwA|Bd#U84kTr*S&H$0pSe@Uw<
zTQa?o3bw*7$dbw*!?zda7gg0c5iTBDmltuItf#^(p~+h3H!k1IEeicMy3J1+LaeFw
zmjlj~6XKm^HnpAgj(Qc5LVJQDOFXq?+uRh=vG+fI))yeXikKRRi!39Y?9Sd9YJRdd
zRPwMkgl{v0amRRNv<e>-S<V-gS|1^$>xLA?+F5q{gbL&MyZBolQ9nZnX5vVyM2}`n
zr`+1M;lJ3nt>Q{Y{TGWOCLElx+F*{$qR=kfnIwP-&fJ%~yIQ8|NbCm2LPN6~IYbNq
zFkwokH(kN^6dpF4?B3{V(UOO|QPfPzJ8m1S38nw3<ognvrhw%Owc;VoJ0g<Ky=9-E
zY)QqFj<18Jx<eTkzLi$NQqU7ZA_DWj?iU;5em}^+D3N4ad1Wu=6Qw2kv00@!3zY_|
zHK?5v%sZCQ0frkawl#C2?iP5*W&hGqe4==Mx0X*WC5kDYk>~W{4kgj~4(@OBK2BR#
zb@gB@;*9P1=A!b~LjgfKjdv_X2w7JN6u+78a75;a>J%#~wQ6~0IR7+JpIC3pDHAZ+
zWWy%#73DYDjuahw`_@>)GvnP)h4Yk1#&~9fQ7y>J)8ATISy+WTY*mq18+X;8y&cxX
zdOYRfEsDeX-3*(Rx)Q6fU)S3mhm~3=K(m(U>$C$*LMK4e(xOm1K+}0_U`Af|xOqs9
z`X(gnd+RR!e#T7M^76_9*0b+-zTPXk%QzCnhx4|7m{HklHZJjH>wVTNwSd(Ntk7iq
zx7_r{_^ilLu4fPkB>XI6{@Z+xnZ^Bp)JtlZQ8fK8#-vpOPkV-u)sP34{ECXj{V!`9
zryt(iB9p9_a39a8f_n_!3zP%7Hmy~0RmrdkzHJgDH8%h7J3pCoXQzSpZ^l|p#<Yyb
zbaJeMd=|#^08jZOBRCj4!V0SyeRs99nb~&KCfLk0ZgR@{yv23wTL-n6Bc#<!d$V(S
zi+A}IYdXqBH#UiKm_M-QD}Fxr$ff$Y&ZeezZ{+;(l*~QXz+#n$Hf#@nO?q5TM5(Is
zA51;GC(jX7QaiC={ODdUkz|U4^g}_Tc6D+|?HPSGa>?<zbGM6{^m0eR)oGUX^$8t3
z^Ql2y96S>1pf68I?mgPY|02op=W!6LbTa3Rt(aWrHnXIQ=%bJ&27I*_LCsi+*pe!9
z^F!(Jke18r%q>?+C%_Wjova%H<4%ZzBH9QjvDD;bpeM8_G2oBXMWN0XJc0UM93ufl
z0w}F4yBv6**T6U|x{tA2XZJ#G^%2uLCSOXTI-e6^kDlFK@q3Xl=^caln$c323jOZa
zo+UZ@Wu=t&*q)ylI>_bXUW@i6<(Min#J}$DD>V`n?-nrGU?Yn-tyiT-aR&Y`a&`SL
zxsJ)u_vUEEzg{cFXlKFnvQD<!8J;?sTgnKdvacP!9PP)bWU@eh49!P@#>=)Z9$K=!
z3%73-%X;x}vHJPLINf`imgQ|NFCNBG-DR5zd*jgP3ueDtT3e%u**EQM>@z&@nYUty
z^OsUHHSv7tHRPb<a_qvKFf#OpKG-Z!q<&T9c>*tgUs86X1!Ig8DSk0oV6*t$6~-3{
zgb&3?e^dVEJcEHl-{cg=K~i3hszVx@r79TMOf^V^NMqIMHRO_0Jjy5-?AM6&TqIm&
z_x9u}cglEr2FYzenH;9=8oYV|92!wX<6W`$^qw-FZew!gI}`Kz^f5~@?KDPPJW`9(
zIflms^}fTizqCjhKff=?>CZHxb*p8H-eqdntFxEdsz3Hh4aY2Vc=f1#m9mfSq1|{W
z^t7{!Xq^~+Gv4IIU<`Ilz<E8fSXjhW7Ngf>uH878#9s@4lK<E_^o!!~frN1g8@kG-
zRvvCfaR@s#=Y626`ZlxcU)G%0-=kF8oVQq%Ru|7@>R9)vSK>KKb(JW7n^hybu+Nq9
z;TD67EQI?FsiA9;i|n(E4}EHLuSn&DT7t$RIS{mZE~J>ZEmOC=;ItncM^LaWg7Dw_
zd6RH}KTinqIrYzAC)L{8^~mJ~tK9o|YpuaTwO+$mcelvs>m?*^t@Z0bK!8N!9dl7a
z{J&ZyV8PIls&bFvu9Tv>b8Mn~&g%O3U`EbrM%5`l_Fdmu+>irK`v0L-wm$;B#C4L7
ze9I<1(u*J9Z|@via_txLZ>&a@jg7~|%BZK~pV}lbi7!n3qg3>Nm5SbYnGO4{ApuSc
z0{6`_lJd>64Gz9eV{0bIo8{&^AxVx{9aiO+rFTQvsW=MnhWKWh{*kz_i=T7&Ripm9
zue_YNvnsukfSC4A!0?SK*7FJrQpRC+YXbU|Tt=o$j7r5h-H}pbdE+7$kdTc3kehxP
zAKz&^EC#YfO3-ZH;-A2aIzhQCyoPlhRNh-!nEE3o#NBjB>bD67+UJHelQT_|%{3<W
z@BJdS^himdRsQumY>JY}O(Iuj?~^n})0~@QNVl)%9X_#C**Gn&DkZ#=c9@gP;}|6V
zE9=XF-_q)?Zg!tk)m>HfK4xg#6|bD7{kZ!lFQl22Y4+Q>F1vbmnO0K5p?3DENyAZT
zhToJ{L(#x%%M{`Bl#B)6Crm%db&AIuW3_Xby;$?}Q#@K{Vqc#>W?@OO@r|;7k<$EA
zOYVOC<F|S6uk_x%TC5#60<0Y)1WaWPo<e%89j?KoOmkmDhIEg#LP>Q5b(KO%VS?>h
z{`<SlL%RR1YT%jg)Qe{wxr`t+EF26X<xR2tvw858Eq{(Rar8bDf?KJ8Q7V#9UnK9>
zsJB1v24Eqrimu(e>4;Dpfm-x-%IS5qJ-(x#@L|S%w_7eK@IHS3t+k1IGjL#Y(G~cu
z22XB<VSE_aC7oor$BTzb?etEoRPA(vZ%yJV0k$OV5O49Bvc-BJ#)@FIMa6%sQon$l
z3sv<SOzWnKkqu*+Tpbw8OtHMROoPKuWz0)3?aCcq^>h+q@j_y+p1(J5D+kN_In4B|
z`N@MjekN2OF_Dd$-|%hS;O7!pJcwt*cHA-R;VssM_Ysmo;x>LNnO%8kHGn5lb^WGR
zfKD4@n6-Xytt|@mC2SlpHEFNz!Gz$R@Wp+RkDe2f(*kum9UWciB$JM~68bmf5kE^(
z*!<px)ed5+2HpN`W;z$qlfbz(Y_%5>%~$~pbSm~umT-S}x=yZDA<&Hv=zL*$%KS%r
zY7~$MV79(heR{TleB~Xzr{{gcgEAI7nr~iS0xZx~WflXQ#Rsn9FU@zujv3INwKOU0
zW-;ou!m9V)F;P>QN5rVr7HBmX7|>+qlKx>~xAku+5io%Xd?~$0;%w(Ne9f5}z`+<z
zB!i_J#c^M{-{!N3czc;Htxr_47M>$UeOmj+RG7AHGtbq0GMqGAnG|cxckJ)qMk}1k
zm}sTnZAnYux~kYtHSJ@+w%axvYzTHsvP_Naj{f}|(y-s#jPAa6q<<-rrT(?&RE#}q
z-8Uo{)>yc^eppVf9GiY=UlNi}o{EvGQ&maGT9}ejV=ifC<zjJ^Qkg?VN|e&Bqp!#f
zKE7|J=YP}4bS3zsl3yf*E)lv}_qCJ4nGI^kykbH|RM}TN@<<`_Oj$D8Zg;%o+3$Ow
zWTf95U4HB7BO;)a81Q@$aCi8m>WzHS6NrF8-n6VHBKL<QW5&>Ng8XfT@rc2`j!4->
zqDE$qL;kkH=p7`r`Pg<uRBRw+9I5H>6_dC*X~kUTGwaR{4&UF11#bEu5zFT{>NiEj
zNZZe>RSEZ~KL1GC{#$nzi0Kqx*UrNJtF}<a)D{beF~w>Vwn^`U^*l4?ntl3jIlzQL
zc0zxN>gV0YclxV$)zg`VHQz-x>>PT<F^vMblnZQzNCk}+h6I!gnk^%<91S`@VEmxf
z{mj@@%{rL|RUT`)xz=76fU7V9@IY%%b!A&8uKWqH`j!uj`jDNC)`S!E^MVnlcLgr8
z*eAMW%LRI?SNl4=Yr?(9b^2qReN}iD%$>S|Ws&EaWOo8PSlCqDh6e?|sTU`5pMq|r
z8lG}ZIIo!a67+bF93Lx%>a7idt`<L1ZZ)W<+Y8q+EiW~OCb@Bws`>c%obtC8A4!Dl
zGrjgOHg2`+0vOJyxo}8k1g@>TpWWT};+Oa``G}!jRMF{|7JS+#B-T+xw{mb(FxWco
z{a#QcY@^X(VL1l_QWL2s64l#`tMK3oKHd5bo(T#wI*LDGrkWSTb9$hDf4ycA<q6`<
zHtVW3!w$SS<L7FMKcO{7tRoH#fD#LI7EMlCfbJt6+Hpk}?v8`Q)_4AZr5|x6q7Ks4
zVFRK*MQ>$37F}UJWFRwn4+Jy|0w^7WUVl1rDIy_7mbRp*UzWO$i4MJ-AlXPm!0KXv
z98ia<d%6T<9VK*>bIN><_Rl0L8Hm$f#m3?y)c1^p!a?ZnRw1W4FP6qSSL(K*UcJny
z_2Scl{-WmB^*gW5k0}f~6Qy16+eN$HuldfRvsnJa*4XDXVnbDEXbE^ZL5G4L=%Fdz
zVO0?$BLBAmj8{VcIyUkD2b~K8SoD97&h;1b34^)xpYU9N$5Alnf8n|QLNsAc{_pX*
z{*JU@p8N;;>A&N1VL%`M8Hf2F_*|OuQvbkn&7d$VBe#~8mU?@8+uGXl^Yb$^GlPSJ
zF)H}(-8&T(l{atR@bmN2)6+kE_z*Kt^!V{(VPWC7Z{OP3*nmKw<m6;97+hCZhiTSy
zb#)yb9ZgM56&DvrM@M^jcrY?DVt~3Z+ta5{Wn^TG|NedW@Zr^~R{{b8baZs`^739@
zUU_+WwY9ZTQBnH(`etTkyu7@YmX<j=IRgU&CMG7bva+vVzgAaQ*V5AB;^KPt?Aeni
zPjGQ@ad2>`si_?t95A0Izqz>?8yjnCYVz~*BPJ$(`SPWloSe3{wuOa7L_|bYRn`0V
z?;9E#tgWrx+}w0^b)P?fe(&DBxw*NKk&*E5a0LYgK|#Up?rv38Rm^HDW6USajIE$h
z=-Js>PfyR+uU{1v6`7ft2?+@S0D!Zzb8KvEd3kwiYAQE3Hx(6CVq&7Xxj8#KI|&Ji
zhK7ccl9G;&4iE_3+uJKEEA#dBB_ksf6%|cSPp74&<>25jX1(1gC@A9M;(q`BZE9-j
z@9*E-+>DKl{pHJ-j*bo~DJf1)PCPuk7cXA8xVThSRt5zHm6n!LQc@Nb6|JqU-MxEP
zTwI)#l=S1rkDZ;JpFVxc&dxSwyWM{L_`$%yVC;6gSy@??l$0<rF?oA?r=+CZxpU{y
zqeqdEk$QT1nwpx1hK84ymm(q}_V)J1PPbc9Qqu13uCd4Mwz;{<!opHrT|F@|F*rEr
z?(UwImF4N_X=`ii=;-+K=g*dwmXnhcS6A2N<z*fop8o#+)z#IIkdT6cf`x?zBocXj
zeO*&igF>MW4-aQ%X42Bq$jQkK3=H=7_hB%Yq@-kFVd47vIt>j?SXh{vn%b{lzd}Pp
zx3{+?BqTn6{%mAqq^zu*kdPoICYF(r5fc+LG&CeFEgcvbC?q5l5D@VF`}c~93OhTy
z>FMd&+1YR3zUAiTV!rxXUtizX*9V8gTU%S(+uJWLF8=)aGdVdqK0ZD?JUlu&y12MF
zKR>^+va+$Uv9q&taBy&ZeEi=ALH`A=jracq<t`eF{ud9<tBDhDZVc8PQ)en)oena@
z<qfSdo0f#J$2u4!#t~8Tv}aBpZ`=09*zI!viSpr8j$Z*xpU}09x^h>vNYTCw7z=&(
z^%^_q(HZ4T+WRppk`l*N;n4-UhlV!B#_CJy4Zrg|e>e+{JPun<Hf9~<>V?GP>KPfo
zmzE8<^U2t$$v4~BDyy0}CeFt#xZE`Hg#qUlOMij|Z?WXv$gX=y13yVO!`Wq|<UVMS
z=YP&MQ+VxOxbl+uPlZSeKZQTlTgK-m%_`#0v;`Q<Ep>%d|C>nuPfq_;Z2#tHHTn1i
z=>Pg7jJLv^@X`Mj>%R>f^Zh$goe2Fch1=vp^#21MkMG~cq5lO2@ju_8<@w&@qYDNS
z@-NCE#?jh3`~^3ab1?U?l(DpM{$NSKqhje~jRD1c^@{f;26Iu*_5<cbKp1nVU}<ap
z|4{apVNre2!zf61N(_>Nq@chc(mga1(%p@8cOwiigh)AbNOyM#NO!kLcjq1b{hxc^
z5BEOzefc!!u+Ca*uRi;%y|<+c4LlV6|L;!c>#a+qvG9yQASsWFju}CWzg(yEwkMlO
z2EwEtr-q1vD5{EO=RRL=JZ-ID00itq=3KGB4kq<B7|2kTFQmldmOAc|QFV2nXWQ=g
zbV|<l@N8OZ9`|`H>{CLP!gS3$ZvBRMM~6~)G5*|ojW~ZlA0kIy?+ix6qZ05qS^MAl
zu`cW3d5?Z~dqutWhi7cnKTe5>7!mMdj41HwDfsarC@44_8wUgD{L1*A^n49HEHoT9
z)??(egP|#L1PN+P1Uc`X`>619R|l!dranN>{9w*;bE9|T#&NSRhEn)0ui=Iit?l9A
z9K(cB{?)e+R!;HA(xDhR1{mKt1rjZ$xG?6Ywz4LTQDu<w3x*<6cx~!F@1;8$C%$8{
z>e+miJfULn@VMl7zRegh5gHg=fJ0zf@fd!3f^M2Zixory4(>1Muk38Is_ughIdBfd
z=z!=f9Y!ve`cukpwofxuVZ9p<K~{2K2miG5eeS55{pQLipWBt)Sl&(>t^dL43yp5y
z)#^}p(h0lIIiCL;#oI~$Xb;v<^P>jk)M}rOl1dfjt|62lBirXofpn>XFZBlcyq@5W
z9~i~UAE}(J9wyvpkin&pl#O9Gu9F?!meotF#AnCxCXhRhA+F4q-^V!mEP6Mv{agE@
zStCdNo{k;&Kqv7c)&q+_2@{YsLbbHj)vm>rR<sS2r^Y9ux-!zw2_>erK+YuMO6Je~
z_0RBwz7`L=yV+a9`jF8jX;cD!C_<5@CIzjr=aX0NCP(nVkDkfVhi)52FF9dWfl%P{
znGvrhrq(Cu3%Ac>TTX!j3@W?M!3>{ayy?`d4H5BK91{fIEXr4LZ&=WpH+v*Azpw@a
z^Z@5)YXgDa&nza*(;j2%wKTMb^g{7!^eS(<&I}KoU%jhjd)-D@ah&w7E-eNv@B{^8
zoGU0fwJLn*C9}vq0a_C^R=o5h&+X6i&~kKB+j^SVDq5_ZWMbx_c~#Ns*oPXVMq`rk
zTq_x7|JfMgD3hA(9Sxs3`#uZ6{XNb|(pyzc!`Mh)(8ty=)~&2u!G(|dlb`mjzko!W
zTCwsbPz0S_<V4wm4v@T%i;xxx5KgMMc`0MQJ7ZrR9e55?iEAp=P#x5DQ6>0fIgwa|
zaq99_IK}9<DeC6Vc1zSwyQ>BGw?=zXw4l_{pdljQ^pl*B<k$H4?}M_F$HyOEwM<Zz
zOq(~G+h>`|nz{`6bUh7J4%78&#`U12Eqo*PU(?A=o{gx?1>+L=PVJ8$|KYF;qg_+o
z!jB80+j{pcC?oJob-sX&+43lFwx7;wPcGFJ{(Eg=qRJJ^XLP$O8RoUyyh+|kg5IB`
zdpv(eriaSLLDn+_0|W{RkZrtpgy*a%a_%1GcQ43saD&JD3CEC=P&a+YbDdzIkWV!t
zfL4^|x!i*}%hrbmY+6kGt&nzorz#99{nz97u&%Nmxzya$$!hM!asIfE+-I%mYB@4?
zWb(fv?<1XB-Y9EDwV-OpY5yLupC%FxXlZ?AN@F3?$n~ZYXMU`<%kc%DPKaZj)O(|)
zI~l;pH_7U$;OgR9lb(&uu^#&nnOZkoc`%Fh3bbvsM>d{Wtu*1aMbdbLEOX8s8p7Am
zU=|fWHazLm;$5@pOfwWsdjXj9hyyBjdB~a%Rev^4RKY01yTcbHMyxjn_#f;_p!yUc
zp1gj-`ihBcXyS2_On+AC+fwuePm%f;g(babnGI9UT`Hp=#j~X@>h08Y23ap*&LLo}
z1*V#Nj3D2!SHn$o3f!p?nYma&;RezYNaAL=JW?cci0|nzXpqw-EI~~X2pG)INC~t%
zW(l41>NKG5QmJ^cFJvW<6sZ<I)|Xx7z^c);gHq2eMmM~k&`PhOJ{@lVzIpWERsM?h
zLg)3dWt^I!b^Tr>wa5y5FAgZg5^tX*q@5a{YxRqNf1PiQ4y%jD4#9(SQ2TQT1`#3A
zc+Xdm1H-0h>CLhnx0fI&tU@AGW<RqgCN4WZHxM^%(Ypiu4u=<)1W}j|(&SIG^HcT%
z6EoybR7W-{Xf+Fw#xS&(pT5KJ-9&*moRf?D0Z!ToG#$}5^MT{VG=2!4OFxwBm@i95
zRP*_JfO&}ObMclIBVW;1rrVARabBT?@r4<7j5R4nsXQ|pX?FJ{S5<GS<%TenOSTZq
zk8%L5&}73*T~bj+-f#g9k-#rIO<r2sg*KL~;90&|sieGO65Fp$OP)Mt{1t<gC6S*T
z)Vf^E=#Owqj>C}I4cmuusFIoXYC!J84{l<gvLB~9V}M6hog5x=DO$7ViS6DB)o7`c
znog##t&Dm0=$N9KQ5mG(%Lym&PB2*}(}~Aqfd;#E41ys<UtcP`O+(r!2uc9k*`uWt
zj|<>~rUH@XlD56{an-3`Xhi?qUNzNMY=^yBMCrilhao7@EdOBiLvY1@4lZ$H4x~8)
zqbKKaREH0p(;O219Qu~bz$=@B05%`jJXGw;x1Tx+e1A!r7-{!4Gmk6KC1S|0c}Mg`
z>Q|(fSxIa^kc;8o&L%{s(dsZ*IDCgNOaLlRD@>+;)l&wVtv;yG6@s{pY^5bG|JuDy
zFp~z&eF4lZ66ES!_TXj4jOKLPr`a@!(=L5JLkQKo|Ecd8a3}ZP>LT#YWN!5nQ5d(8
z1sc@tJ$t7!pGRTwS1IsJa|7ja=r&SWITwD3lU=Bp-$dgJsR!|^LFY*mO^PWYc@-D~
zj?GYhSo{dnfQ`JIQ9N;L-B_){F2fsZcUMRimlOW+Am+6cvONCU6YLZJ6Rr2}Q2y7|
zuQ)1|0n@U|sZ*W1*jvB+gp-sE`-h+<yw=hQ((yQGL{=at`uQTYy=XAV$oO+6Zq%oW
zPl_Z;GEh)prA_lkk#bpq!@)bu(B4zQ`tYH%gC1QpKHNm`OEel^md6Nti`!lGPV??m
zwlKW}ocJx%NF!rGMPNATc#Sea;-ftIOlomR<#M5pMSO=!Nv1XzmlyrHg{<^q&o+t+
zQvS~h(_pQ_$t!nV3avNuZA*~`MtJL3NUI!`p9v4=gxv;Flo79nzl|qgM|IIc9_sKx
z+FVKaVl#%I)YM=+>v7yv$$QYksf#m!tCE7*8Nja_mbUD@ll)5bb!UD6GiTUv9|mB2
z*4@q@{xwk|tYOrQ4eM(VOW0rO#2ZUln!XbOsQJDocf~)GJWKU+4(_Cx4A2y>l8C=5
zU|;~HGC>C`Gx0&9cGllM5y_N9M35An>RG)(r(<WIfQS-}%e$&ESBE)AfN>2D`s=j{
zL+0IUj1v^xX<QOul+Q}nZ9naAXIasB-xaQd#KyzOMF*$Df^#zCNN^^HM21A19F!=E
z6*Y{&7knJcfsp$$Ad|nFgF6uge@MNIy1wwSW$|<w;ZcA#aE33EThV8Ddh5jvtr;>0
zdzgw`$uh%{#Ov)}O&1^c3wl{D2t`T=)BINBm8V>5pB4?cW+Fs{m1CkTO}-fUrLi}6
zQE`sGwZi*gXq*7zEHvaKzmlG#{pttoz^4Bxe=xkT?*LE_8SX7a=6|E2jPfl}?xoTI
zs_q1&RMxFx`9Y-9v5?8QG(mHdenxkfv;&VhhlW%f0%yWf;*)V(iQMx63fp?m0=sAR
z>AjeBQ4lmUb3qdrR8vg2ulth{h?zrLT5J3~7xlJE^{Mnqa8VCkGUo@j_#(JJt&gMz
zjq{TkVBv8*XB#;f17hnYlTd50v64L>5~-)~Ar{^F4&B~Oyr8bHr^mjhJc@?>R#ULJ
zCo60cVct(Z_(q$tvQMU@apG-<-gr+hdM%l?uJIulm`!+Yrl)G*!unXVdp!`1(z|wG
zYyyd(={PR2@h}OBPnnp1zfpX66Mm3nQ+(J=O$#~u^%}!YNkCYXlVvGW6L^a$2x=LN
zA(xJ6p#E8`@+88QaXt1pC56Cp$W5gZ&%yhmjfQ<5-hy@QnGRGy(<4?=?)iUs5pIYM
z(#5W=?2-MH4bqvZH8f9Kv3(HwArc9r_x~DS*Yk&ON(wK!n%uz7;&Djv*7Z_k)T5H8
z0L`xym@$1yM}+qNsB$K{;9(wU)Gr-Zl+&ErgskvmHKTdeZ}Bj=72{o*E1^yLO)Bf-
zU!y?Z5OX3|!@&O$k$5UQl<cbDol|`=xxFeiO^h(|)UBDLL*vbEm|=5BdoI8r*h8cb
z*STj?VLApzZ!g9>42gu@;xP$iyn<&^0W_jpf{7%%ng$Lc9eZ;}14>;pf1M7&OtZIT
zN<O7T2LHDWh~r0PZE^0I$MHbk(3$=x@5Mqx79$Gie)Gj~j<p?fC8Q6K0b_FuPxe<#
zuYRKC|NW&S_xj-59JZw?o2Ph97MN#w)xIV2fzMvg#LcZ_oT}c?G4}bv#(P+ULUZXw
ztyr1shE00U-%;9jN%Z6Q7&A3S1FH1q6iEm;l_PJf*dKxXW#MK@^t0}}@X>mW8#DkY
z$p&D*y#N^57G^r%iqh`=(^*%Mv)ihzNq+_^{e1Vyth)&}(o4gjv`B``IvFyXkZDvZ
z{<dtKQj0vAp$V{2k*Zmg7vFk(<Y;Kf71(W)&TfERi$vpYuq>W!vjmDy*@7ku*ISbs
zkhXqLy1YADPGC4(u~YSWihVyscNwi>$?&n_W6mkifhbM>t5vypQDt*4<U4EYgBn}H
zm5T>t@^@6$d*xTOHV8yZYWGhm!7PHE*?B<?GRF;EN7}h+k2Xj(aqfH*6w2$gbQ4!A
zndCWIq{Z{%AAL?84uA02zq3>hpZ%cMN@h(#%cyooy0pP8#_`6%q3+j%xZ9wr2Cma;
zw*=x{1YO3{j|OQ2TNs$DToq49C01k)sAOX4RUt#S@P)y0SK#Dp+Cuy1%r~6U>$1;r
zhiA2h1l>y3QVB{)ZUGI_q1FN<6X?#>B5mk{M!6VNA!1QHDYu~w(u!$urQLWkVgwlK
z_~jbDu3D^UZMMZ<x=#p3oJ#%s6>pmt-Y$<3ME>-JwOs)Pf-04X1M#d+VV$70koAy6
zbg``7v`mINbp4VdX1dQnyj=`0d$3nL!ykve2DxnXx};vM5ENV2&R5Ygw`zy?_V1#E
z#`2kz63D9KC>)9IhcxDPY8!{g>Qeq;iZ+Pgub?pUkOsaivfDT-n;B{L(`r47a?Oh?
z+?cAJoKq*2B4Eg{>uhs;|FqzCt9z-NJSm-{Cnl+$<BRov9TpdRDw&1m#Uu(C-%u!%
z%DQrHiE%PiEwg1QN=cx~li}4xClARn9%JRK<L;B(!mwE~e4b-{77!e%4c4wxynpq$
zE;-bLJKANpn_h$}`8Dth70srC`4f&;Nx6!?EfFiT#`CJP5L)x8eZMp?QOb|A&b3d_
zRC>0t_o-5&OqsiJqUniKrZfoG;!Ov7LVgZN`w1{YfpJP}DbbhKkpgI$bN3>2{0#jf
zzg<|%Dy-!;5F*;}iGwN3F3%BnMO}02O2DpQkAGHcw!HY#pFJp$a>s+A3ys^-xZJwW
zGa<>U|5ui!L~ojItaa{pPVM|g?Ofinr~sMg*VeTaK5onz0-z$}F$9ZLpM2`baV*_D
z@K@!!8PuqyePI^1QP&hL5HG2A|F1PS+UZ;(K<eBNbtLe2EZ+EZEMiEZN5U!Bkl@U0
z??!B`j0`W*#v3m5WENCjE`x5^J6M3<!%UMrw8Yqd&?xN+QaxHQ|0Y%yr6CMle7Tra
z-iQwN>DgEeJ#ZY05=7OPM=gG7WnNUr%7{~vVgeNaF>@PQj#5zmae8-$QQK6nZ8KVI
zff#IJ8zXRa{nn{W*R$hguy(CVX>jqySd+Syc@73BK`q9kvOR!w7T;Yuv2h{2GSrPM
z1o*!G4?kV7;n}?-fO1j(YYi+hx+@rQ&7Nn3W!A*w**lbttywU3_Hog3ze%<kAMa1V
zr;Y?Bm+U;}XmA^!kNW#80pE#^;`zD(@q{Px<;~@%VM`agmy+Lp=t&b$8Nknb4WSVS
zRxck?SE*8!!_R2l*Z%Q{T3aO9!}Z0~!!@VOT&<#B@J5O)*gMK6{Zq*>Iq5M|u*1OT
zkdp9W`}c)1c;md2Uk;r^4}XQ5hrhU*#>$O1MdodnIP3C6mPueDisdVEBL(V`?cbbR
zKn?xmbaj_-&mRyxRt{Qz-<M7aEAY=USMMlI9JQzPsq$>}T~VFN$5GHE`QauYuws16
zqHJ}4vw(x5@j;p@^<uzT(AJ#`FrDHe_%mXd{M28{G^m5MbbzTAu!#NVD{Tb*%vjC5
zajC6n9rL%yXNxnlhylc9r=ndB!yVxXd)FXv<u2MvkKU*#-9j*B8|yW`n;X=go_QS%
zYJq1FBTkWQ#K_I}Oy4-s6J+yZggi}AofrE<z}2JBg0=SE9jUNL#GT*c=x4*LX{L%+
z%fCJRK}7thWUr7NN`zRhRq=LDGwUQCA&Q^G-}L>0;ISBgd^b3o!k=$7KEwAY_e@lz
z$NTO>46UbS{AavjU=)asN_mK;UL5!grQS%1ivrRE6z!A=SmaHNSKnn3aNS#GI?3Uc
z?$>6Qayy9Q`(X4ejf72cDpX*QlYj|n$A5%wzBj#26#ekvRadW9kI`Pq(=@{*-mjVu
zVqth|1zC-8K)cW5j)s5Fv+No3&z<|`QY|&(dPL7Fq}hpfd@X|Z{xp-$+W2kG)jB^r
zo!w`rf$5J$69)`Uv;~&A5!jWhW6MSv;AV#S^_BQubC9(_=qFS<Y0p$zt&Nf+y@)@k
zlaKs=Ejk_i^|)U7Svynp9Zyu4Y!ypIM@-|C8?BW5dt}<j`Pm{R{2Ie(w<f1}>KPo~
zUK-s68nZfPeq5RhMw%{IK%V6V?&Zy+L=riKy^Tf&TMEAykVij^vgc0FmGhb7{2W32
zUPdN6Xs!}d96+P0Es}-!?wVTiXy#r1IF;)}{fSj?D$d;Gmx}g44m$1-UcoRI`TZ+0
zqDT8y28#|$3%K#4wyy@);c*GA6COGBdXZoS4;_;7D_e9Z)&9cw4uB&Tb0dsnX3HEy
zD4El!+xyu3ipKnXVd*$H4)t7ZX{i&3nzxoT!V!yrk|EE(Ed7(Bi+GtKK0_&<NB(NC
zE}2!^VzA&dfl%SD5n&Z-Lj4G;sVo)~Xzo;4tE}C@j2F1?)%4Y4r50VzAuV+w1XZ@O
z(R3-|*k!tZHEUVPHNCiBJfZKlvQ+jxbi(%!x%WMh=$EZndbbiWN8?Yd{|#BQan<Qj
zLca;)VbO8_&gJeQ_JjayaeR-LpmCBaI)h~Vx*0rrn}=3NsbzPV@`-QYNql~Lhg#mK
zfx=~<m%f;6@ogOV=aUO|byx*uF~g^h3M>I`G9*m$dx+up43w3zr%C1NLS@1CIxW%W
znz0<doKR4uGBcfM-T=AAj`i7CZud|#5WmHpKSC(Fib-?_^|u#pp!xwR#i=Nh*22TW
z39eMoqKHGarieYc94fK)8O3~YJMmpoowb2WG+3@v!-2pKmwOl{KD3Ro&xf9|p7Y*y
zSWbo-!8WB^54$V(z_M?dAntWQB4JHY3+~092()E~CCaw)r7#Y55UKUJaK=(4rb#?U
z-V02&Tgbtb!5zleQ8i&kH$x?zqDNx;uXVUQQ70Pv12V@h1ladXgKDJ|oYGiMG}lYw
zRH>l-m-)kZFFLjRvyIXaatZjZhnoVDU*#}7w9+c|e9n7WH>dgh0+o5@6rW!mkqe-V
z7)tU8e!tJ?yOcM+H+rBw`}uWIPDCi4!OO;vUIJ}M=;XuHw92g9azT?zBQ)4n(Y{g$
zC6{4u0LXN-kQrN1%!p-D@xpK?-cefQdDx<H65IO+a7+_*${nOXDgKpGI+exGrtbww
z4^il!1jKHNvVQGYL$=YQv+aqeTi{zI>{eS>Ez83h_d@T!Vg!Q{C3X5mArA5|1{i$K
zHIS|wZDH&O_jAl9sA?Ec<rj4ueQ|7?D*0Qx%O!04;>O-P5ZNjRz8c4$z$04p8!@z_
z;t|nQS&M#wksyk;v>=jFh`}$9I<);Vj}-aK(2{k|=ZfvuF6rR9`|lDuo>wYrb*_Nn
zFB3Zv_;|*T@=`ZtMw!x6BgPf{+rm|)OpCrMZV2K)iub=Oh-uh>GgBiZtdTs+5`Tc?
zZ`WoWgp^Dx3xiIh(@!XPC4ga<sauZ9jp}H%k-K|K#SSJQr*2e87^vhj{+4C<p}Xk2
zIX*j%`G+4_3cHjTA>@5=Pg|CpO30!ots{-pOmv3C7819RKJlS6-ckJ(qILqdj|D4i
z#$T}~7z|@}ca<GRts9`&1mv8DQO56f;UyFmL#*<TlmU6f4y7s*6DV!Z(EFf{`pYf9
z%>J4zLC-d9uV4D~E#}Y6J<exyp!(;B)Y2A7&`h@LBfs5?b@HG^HG|S|?k-62^-l5+
zm&jjFeI&sZHK62qdq0GXT#R*HoC0MvhKV+Uw?%^@xbKY#uaP8C4;`-0Z?6XJwog-s
zNlI)Ux87Rm_(k_zm9$;<y1cu^T2*m_ySWg-I~9bJ>yMgd*u;VC#Kzav4^9I-H_fj<
zP&0ALZ$14vKTKL20@gfjgYHc3C^U?S(JM>2t&ROzldWBUizXAp3zY=pJFW>47&<Wq
zMW;i|_MX#yqucl0%<b|gp2uMh?kuhv!?T_UTeks|#HX&Y4|`ZQv(Fn>c*XECW+d5)
zG#(Tr6Xb@#=EWq#JZq|^!P3x4gI$?6r~c#5>8QJ)@$&~W>fS;PveJFa#_t}yCc{Cw
zzBIe{h%eJ=VwG8jlQ_mjgg2j#hN4;6*E^()W9Nhw=cR}egE6WtRlQ^Zm09{~0q-5t
z%Y%?wIFjEhm}Miz#h*c7t31ri<4r3ROq{&6f8cE``T+DPtapIc9L1nhi$<;$gzQcr
z%Lfs1xe0V|E9S-4-A$&<30ZL<9kRA}nFWuy*@aQF=kq?*eQcGgh*~2(aT3@v*|%8Z
z@!q-OZC^rhseImebT%0+Bq$gH;>#wC2leofrf9z=4{ayQXg;N@@u1;3HZZMU(l$s8
z-F_+e+xS%Iuq5-B;qT~DD_f%8x(m#l-}qm^LXvS{@wH#Ar-a7N(CZbDZYL~viz!@b
zY%_4F)gRjG^vhS7<ZFQ>X#tX;CIF<_`La$kNwK|08cC?Lv%C%P>L9qh=#~P975@0J
z1<s#YLk%Y$eTiOz`=8bZ$bu*ev&BwH2nPbMeiCHQeced81m}Y$NC#%qJLMvVCD+b*
zydG3W`l7z|B6$w_Z&`l75>R3&>dgIU9HgadXU5dqJ|K;h9}MtV9DBl11MAb!;_(9B
z8t2<dUGq5AEd@T@Fy3d=1gZpW^4cou<c_0)0q?jgUzb)K)4q^=a}7qn-jJlXGA6R~
z9`rY5ecoxGnBHXye9(uupPH0@hi;JDF<HM~e=7`*N2RrNS^H+>_|mg~+yk1lbVl*J
ztvKFNV_W{!+5tPq8(E=K{%@8DBGvr}IJpUN;9sktPY)R^!2{{6VXVhS;Y$$Gl<ocZ
z_u&LlETsA~ay5L?nU}ij;&^!#H%bhEcjv~({&H1&05#Nv?cqTdpS!+g59rtAxhp&z
zQpDHeNTq+UU#3It`=U}T1M2eoBK*?D<VsMUV;&zN=`4)r!*7LQX}OBBuh6||Mk+e2
ziiDof>T35Kedg$lI&m>QKl^#bYbSg-apz{A+m1Gw$hyJ(`)_PJEz9w?N+Q>p&9gia
zZb8}7mm_5Ll@%I_-3M~28|0-Y*O8)Zbq0BJkSE%O+q*_aNw3%GKha39R;<1usk8^B
z$%7Euu5}6%eU5p6dduEOlEyliJu%0^Q{88+e0eOC8DX~s-z7#Ymnc>4>w*^H;1bl5
z*K#D6c+yY(`kCl~GgLeC!x46oc5XS8#2GI$69R-lIMr_t=hX2>C6LyDhfcxk27AAI
zHe-?uQH;Ggo^!j^xNa#GY3qI~rE}l+72RZg=CS`shtY#_=p}#Ws3VF)go9w^uPp6!
z^paql0umFbOj}2`_KsgbCMO773||@At8t7fb4I^|F54j(S;9J#qoUb9_`*Dp?h!j^
zsnAQ@$(}eDD*uevh|Ph8UPMVd?*YX|r=3|mp@AY5#MMb~8X`;B>Q9E%7`3V$f_)La
zGK>@Hn^3Ywny@O_*bH>`RmsX>rDPsjF}y)PNc-mPj)hq4DBDT{#(xQkM$l@NV{wFR
z@6kX;TFo>+eWt>%D(JxHkH<vs<R=%9-ny}-f3ky<IIz@vBCi5?i%V?A%$V(j{(jm2
z)i{K2pFI<FcbYzD#lJJ+nxvhro{ii^DSA+xz_#0Mw}`2@_}LvO($Ow4@M63v0N++A
zDw4bB=Qp&F0~_viw)_`j4uEx0x}foXOBC{VFSMcCpW`Amv5&UYyE%-Nkou~RUdZMw
zif5eR`BpS*=FKQDVDum=R52%AiCgu&QQE?^)}tu1T!l|Ks^jpP59kadiJim&>1dEG
z(5UDqw3nJvFv$W@CaQZ&E65f(2wHz%>^K<;?6ZpimeuD@o;59$caDMFmU#5Kgdl$I
zGzwW$1HKxZJc4QwXuwkikJ#Y>AQ4Op98;wjO+gE(0hrFM&}oXGD+1}HO)n036S1+b
z-gIx)<(P%_?l{gQ#SwLQ%;<?&eey33HI%X<`Bt+6;xWQ=^%GLsPg?lJZ}FH{Vey%I
zzgWc?E0-WgV@za`NrNhAVIEG!dCj(cVl*1;EcR|O0v#P{xF|;`N*697_`16|;hM7R
zhhE)+1DW8AK^!I8U%BLt9}eD<$yKR3d>wNlBI!Jrs*<>KakwRF&uE)jk$Zk4x2hKe
zGOk$#pyT2`txz+F(M~iqz7(8hvE|NFJ_HX$M12zJm#{s4LnpnJDghoiu_o`h2J*Jk
z14gDsl1T9o;Z(Y&zkZ!sETT4Y!|kNfR=md3n`f4hMaxbML=s|m&6R}7>>jZtf?+r&
z*@&da6EN8C8?D*(YRwv+rdBrWeVY&oYI@LaluCe4m2S3zEV(Xar=PUeFa^BXrny>L
zGx`1T>BBKa%(!KSx0*SHQxx#W@9Hw~x!5?c4tpn~XUIGDw67nv+r0+dJmb|bZlm`i
zWMc%_p7-FBZfo^po9%B)ghE^amBB`jv=Dm@Os5meY8ATADcJOIm8KIALkA;=3#424
zRyv2}!WB<$ju%OSF2T{;_rAywGKfm}+GtI-b0rU|hSjGXffavU2^LZh69yEnEU1P5
z>cLcV95~6*c0UnCJ}MN{B<Q33<HHtSa{|5fZ+d_B@I=RCaK@!O2jJxc^&+1cqT}N`
zz%o^_D(l<hi?m0MpD?HtS}os!>+8Pjgc;d!WPdB>!^d1I>M6|4cL22~yhRo>q^R;W
z&<k%YZ%Ju#S@<S`(nNcYxi8Vyv=N^sR2J@K1Ql}fb>I|mENb2@TAaKW&8hLa;@z0b
z+^!ELt3SC;V8>)!CC@BqhfQ?{YyUZH{s6HilQh02U!t?5m!?>21RpnsOcd_14ipB%
zxri@c3wq0z*9wOQ-8o_@<_tn@SraMyr2!aXse<Dxin2E$?KoWiaK!N-I(==~HrP~k
z@IoEGyCa}i-$*Cx&AO7HXpVP%TB8Ut{9}ibQBepOcm{8lg0m`{1I)U{0N9z;5Ke?E
z@uX)$*GBB{>RO0`wZpRPfRB&4ao`&{IjdvF%dJdxFP;kq#hk89+u{W7hsN)jP@1DU
zM!+&NMxL@?BYhU+$xr15O88kWf92zzD4-VB{BdGOoojKy6vtCI9z@vV=-1TO*^5t|
zC`k|TGu26XV@xgy6kRGfvUg#8eKcO!Sizi_t1L~l*knrJS<DQ;m_Vko^kk$TVGH~8
z6GKb}km0RfVD&*rA<vTdt8X$_VkNy}3^;ivTm{rLHBiT(B{@I~fFQqcuWwNe);@xp
z+jEtapW3esr7z(6=QKOXs%Rb!GOI*A=yu@taZ!!sCi06&B3s$F&+|m>d-$Dn(csR}
zAEOZ=wwN+GIrB`hWlhz;@8c3PeBMq;=ZIYk`HoZIgC{IC-fxX_-5-E}yDPks-=JVe
zQO>&BexWBnv;t+T_XEI~oiEK3clYyO^oSv1GaO!Jg|WuZata`T8MVTdk)Fb<<Pl0W
zCQFcPsi{tAx=3FbgSC=4!Pi%VD0+_S)<POTGAE_qrP-l4AusOjf(A!Oa-GDD(i2ga
zdNd`*3&l>J=Vqui#-3vwm4X|fGXpP69Tl29K?b4)<Bwf%PJU8G>wcEap}2OhEPJOY
zTYpm4FP(GeQ|J1V7Teof&`#->{m!0>{Cd#L2ZrTl%KUeE%7Et22Wx=AC$G^&u%1w!
zP`VOjc<z)rbtp4rf~>V_hrA=$&m6S3M<}dAF|d#j(`UBLEN_+gz`ba_`6{(}ypYv@
z7Dj2kW+4VB>;HAYnWubaW6KH&E^L^$2j`TPjd)#M{=~3aP<AxWCx^r*SC?`sX7iRV
zr-St}c+x&(O4Q{&G!LhwY=f***-UgymO?yk*qs4c`Bzzbx?}WdD!R@Z=I#KtxXRME
zWpqBv<MyCEKC(9PP8`=NAluuQ7UpgR<JAoqkerh?ry2@~ALi(%CHu7qML~AT*L_@E
zfY92CQWiy%(}1xf5GLLz5u-D>@_S;;(_DJ;d<IzPdZe<HDMtKCITQsD8qUMBYN1m=
zmF$Db=hr`UpqO(Y7p<@GU~6o7#*PJlyq&h~XOpoYb1lsK##yQX1z>h9+*=ppg|wi`
zHo+wDV6>}uRl84H1iD=hj={wOond6qndpeOBDo$KM}fq=bA674_m44|U3{tNp(udg
zpS6bTyu9$j+}>;EDtmZ{&&8qQ?#!2}NPEwQ#^6SQFex^=>+HRVj`UPC^ObKxrBpZ1
z8Z&KqWN?aj{EjjW!8sGj-!IW7$g=6P&%?|B8J>w8mrpO)Ethaq?!SZ$#o)4nyuN94
z)@gfD8|x6OTZYh`XJ%$#S-Y3I*vxJQQ&P@YPHF89*C~1dTgtb1bTY>`rO5dFj?#xQ
zmYZc+TF+1ZFvjwgj2GTM@sckBcJrj~-><SjlmrCGoM2eU4uMmzW=|$l7(bRwFui?l
zKDV{Wxi+3_$}x@#1_Z{0H<y7N15id}hOKVV_`e%ghyi=U_-%``-GSx3BoHO}M<eT!
zAYYaXP3s2dXVDuXLJ})_+(*T}Iw~*0)YRq@Z0ip#urLGk*5v^{YA-rw^&ZNWlMqxa
zkoC@+4Fwxg!?`+&lse0)tBc)9F5!?>X1g_P!B_D<M@#LeYmv-NlZCg<sC6&LG)^po
zKjznp;uH{kQC+w2IpT2+1zzPI#Eq!x>wg>?hk$uztCw$lF~~K1sTQ&bB*Lz{^S_|l
z<M%ct^5jk4JEkNjYh+LYeshNlMU_iCGsfs2-p$`-noDSbf3|ihvRCwGe=0@yKABs@
z3bzB8<=37x3p7w2!bB+ss30_Z*3_&s{)3ILmry$!i!7+T$&G@+q<#xdRve3LD^jN?
z`ws$X!2rZ^18bXK-vti&et4t-u?cyS!<M{#wu_Q6N+x!~hp1J}Z0p^q!>(gVsdz<l
zv|p?gbS<(H;~Y#BvNmVmI_eC()n7IY1*4s}3Bg;l^6o#BEeodJ&M5;#YXqA}^qble
za8Q@~n_>AU_WYY_L0!s#$J`GWw#P|Fv<K~Kw`+l$Aoy{C5;_Bsclmm6y@vFgpl>bx
zPcBX)ZC=yA${8OOqCOh|e}pf2`2yo48$*{IC~wz47gF<ncf6DMAi%>}NPE2f_24SH
zPD=lEzC!?*@q7AwXL*Mg;cGU7XO}nv2>X+4=3&pI!DvnLcb(M}Z&EnxlLZ^%FxbM#
ztY8tpfia?+RU)*WE%wmd7u6B8u{8BlFq0s#;Ny3XB#+R1-wdDfn)P)E6`U04@F*kA
zGj_3MP*IQnV-PQdld5Kk#i&^lru;@<`C@WZFpr?;)~NmQYO%MeO7-L0ujzb~aT)%{
zx~je7dUyssmS&Zcp5F|bGK;dUG~6uzKyZ&&{aC#x+)i6~$tHHjH`iAMO`ADjR*8p}
z{tM&IfJgHf?L^g|G1JpYueu!$iF+c6;C<z!TrK-!X9Z?vcKWZUF1wqQBbXsnu1oh&
zSZZY~by&fpL)Ne)DCmPZIZ3%|JUEuG3-jpEq8Y_=jcKt;3_fME0?uh_qF}QU2>%fJ
zxWCy=CAh~8`oZt`<GfC@&#m}$2Y3Ea+?{iz#t{aN9i+Ngy!v*yy<tSTzPR^UV1pB)
zD0s^LaKa#5|3|=d-bi&+fNhfovY=>6PrCHm;B4H6=KfZFQoLN%RX2N_NYd;KgM5*#
zJDAoKPxU!<Mt$ZAYZ3H=?fk5)Vb(9`5Osar1be?^X?#W94MGW+_R2VGa&Wh7r+BDo
z!^@;^W^Ue^Rkd6Gwgm=E*VSe;HF~)k2~lG%7M%E#9+exc?y5~}t8M559=#49RF5lO
zR?@C>);*h3*>_c3$+d+a9q=h%*NjYqf`D_k)IP}d;`X{G_oG|u1P8~Mjm@u*3eMX-
z1xuUN_mLrf{QfJ&N4vcRct`pydpr+*sKOzFQFG4{1XW!;S7Tqt%A{P|^_tcHsClnY
zLD=<69)B;qot5<~7TkR7m&1?O_W%5YbkQFjFD7$HXNf&RZbe;dwQ^r^sdRC8c>eH1
zY9-Sz6GlG%gwJ@ZN+(&zF+q1?qRI8qhp?gllcw0t;LV$7%+FoD|8J{A;Qh(}%MMom
zYkTp3oyh-ZhhKB>aDMo|+lxW)pa0Wd%+0~`|KDDm0r4kROFfPawbFk@l!ZYrlAsL|
zp@)(xTk(GpA>P4|r8&!nU|ORd%#cev;V|UZN>|Y`ZFbNxP%2sYkUQ$l=^g7IXSA+l
z%=2H5tYir9&G5SJ<?a9er19E!FAsJc4w8YDl_fu2dVW7o|059kca_Kg_n*j4gA_tn
zUl78j!)HC?b-ECe%}phkj??OBfP<sIZveo`1A$F1Ov$Nnop(%n2mKR}6M_+<UeeKC
zYD)(y$GnS2U<jJ&-{1>TFPCA{jnbCrS}no)pS!_$v{Ow~c5{V7h;<Au$R$u5xt+Im
z@H3pDV+18&s+B24|9vIc3rI+e2=`gXp45py4#ilu!k#l6z$gbgoW@6}^WLuRS@Tk)
zPhhMB89Y-iYrBjJz+h8{*xFe7)i^ef^@sx90>EP7YQR{GSS}&4G3i62>3)`VjJw4R
z%A$*eLrv0@k(mN~FRwpA78T%&KkjVEkRIw{FroIxN*xcM*s;*slLKclMltVD-;c(S
zol!;@>OX)5<cD1oHd}%#o(*1M(Ic&p5CNf=3)Ia1ZOccha1iWbFbO6eu=lv%xX3hV
z6(ZdCM-+Ja^9K}$wO9mh3I(4<|A5#VJ^P)XXF_jGruzfcM%%~y@co|zyRO8=GRmOc
zU7K=4qru>fSUqezclSE?%cv^tnB2wpRMXsN7nLhNPoMwcWZdyIz;Xk4-ZTUz-x%Zq
z7zqK51|GM+mwsV(sXvhx^+kq(r-F$Ita&@1>83wq5_CZNEhTafGYO6Yzz95aIRruI
z01SjN^fj<4h;G7d4BcG>7(fArw4Ckf4;Ggr)8f6DOC2+silC{hX_*NkD9(WHU|Z6=
zka1V7<u2sGu**^r{sPRPi_!zMJe2%C)XLjzPu9Z)k0uTj6X&-+o=SqNG!Y32f{f5T
zgAPAbai7uDtflhZ_}z!`{yM!#$fA-OA|wR&D|qEVTuyOdQ1cS&;?vvl{`}gVtjW&*
zVYk9|7|UX;vc52spufH4L5I~cx6jZD+0OF=B&pJ~H%9FX*iy^~AE1nj4I)H%qZ9n~
zx}<OLgQ|2}sby|`(;WgNgfJhxGO!w)1og^#l#v9c#blGlqT~=j>w>`zsw5VVW<<Y}
zUyS#choDt(QfW`$$7Dl?DTpknQ6N)fU`YD@><0}!+II*#M0|8y$8z|hKtz0UNJI@K
zsEaZOj4A;Mq}dXMlZoMkxjM|Q`FpzWJd8CTi`pY(D!;#?q-vzOW&r9L4dKv4WI_>`
zCi{0B$~1@CVRA>nQ-aMy8rwoe10=XNBwB4DeM+2=OoW0-KV>40Nkf$Kp}vLR6d9HM
zQ^1x&0S+9if?s##iHp-&5&prO`efIB8+f$)z5w{Gm5N96%4+l#D~N<hZRF)YejxHO
z@^qib8YTYN5W9zLBcY>h!Q2#h)qcJFJD9<HXi@r7Y=6wYnYeH^Nx%5QM>S^@5nxvL
zL9BF@uu7sA4j}6m0TuFzTLZyXVdvc+RN}DT2AHgnr-*nw!!haqpo3E=L^A&uun2kk
z0O>_h;8NsJ%Ue-oxb`iP9e|tw0xN#Y5dQxxF@z=v`~m^=qJiLl1eqbi?et%?!R4kW
zSt%Am17J`FTIa4K*0_+1QTv5p@=yKgm<fr=v{Nv7k;QsHUgx^Q`?~9XKb9Pg8IFv`
z67r@@oGJ9=V?ySM+<h?dE-KvCkxQXy)GGOyL_0i;80G1;!qQNC1i-pt2VlMex#$rc
z<>7zgPRKF7k1Ge?Sf&ulKf+sq)3IyMUYLa^S$D6ZeZ{3R0aof0Kg#t6-oH|TA;FcM
z>8p-qXd{O9zcDz<|J+RMujL>B5SJpN!4eC&fOXveo~8Y376=dodkHX*&JGRYfcBqY
z@FhZ?jvgNQe%=~X0O*|njqFqY@xy+){_1}C4FB%^73%$EXXFS)imoV&xf3i1?13)`
z@!=GV9vixN9fCO)>p;s1pp9stP8oX1b-S)xh5m?6om~LszSt()bx}r!oY4G-#A`~J
z-3ED;775f9x?^SPkgxilE4Rv*$T9>CI*u-y$nCT$O)aJhR9&k+qw@lgCpP0x#0HEG
zM*a&ca~2A$Pv|!#J`vx+d!oSf$Y?M+-CQaH{PL*#h~-qPpu^&~*uO}#Bh^482ni7G
zO6#}$X9hH007RW`_!T@ntyMcQdI19cLU{fXMfRsh_#2g=;}Oz}kh*OFI5Xpu5l7Wx
z_6XE}Ls-N;R7`PzgGDCJqzBG*?)TiPja>D9wJq^~qz<YF&*FS%luxv7;ZhkA^9kYl
zi+0L)hCReSCg7i}3}LmxjKZc)mze}q|K$Hus5r4L@JrDJ*$q%PA{VSuHR>f7^nsP}
z#(E3#n^LRBhGPG9S)Dma8o3pVFsdukhfX!14E%hnI)#$iPj#rp?>Mm=5nI-NK>60I
z-)jLWOJ*AuQV&9P&(zDX?n~er2`mOzh#)5pSLtv5fMygjL1MFve}1?D`oNzl7OPTV
z!YtM-FQO-j-7HBN?X>uftN}StJ|bz)xCC6^^efn!V}2OHboSC+<1h2{RnRe>j~Yt;
z6h|=@I)=T4dIFrg>EB@8Qf?eB5Au!~f5$GU5}>WI1W(g=$Mh4@>^uS*GG%mAO&geh
z9C2vVR(%5=mOY`CroEUC4ONk2EnghtzJTpr6CR+B{nYE?_yFj<!qd|W0!WE|f_4MR
zqubl{gX04{mE2=T--<X5XC%00UuZyD#(i!M?F#na(}(KcVUJ7id({}_+yOL$U-C6r
zn+A?WxK?6fVB~<`+3mfp_{!ztFx^kGelec&5i=tSnfq0_l|<BN_g(53T$lyK7N)T@
z2i(@VMo8MZ!{?%Qkz<|i2hD#p>6G0G%y@+Cruy&HB1^T~5K69bD4_!!bP;RSs3Hge
zt)-vVC@^l96UuviH9Go|*#KceIQcCyWoc`IeQtOS0Y}fg9?BK&N9!}-g#%Auom#-c
z<I383<bCe7>M-0gz^$yvtf`4}(j|cG{_i!f7iw0X9oCUqYrc~|J<55TPlUdY#I!W#
z9;!o-yS{)Jn%gUr*1ly6N_AVDt*q0ab}$vecAZ<$T}gM`=pa@M;8sQ9-C(u;@1yGY
zM2|+U-Or(~fb0%a{S=?*mYsF@MIWH_iq>|B{vlWob`Y#2OL`REQGv*z25|0S)hJ6X
zv2*B>CdV~5-1v35opy!<hIW~4D)KexK!~+v4IOI0UxiX#UJ5AZ-0_4KY=NVLXd_Sk
z-}Y@-w28j6#D}i0{j<1{_!f`%FMBrboB2&4(ZS%qR$Go0PTKsJ^^AenQ4{h<s8faO
z5;Xf4n&pnQ+^&-!dib0WH%eOIPHcYfu#CWIfOO5UE_Sg2v`*(n;Q%R0C<9-6tzwM9
zBZ>yhwIYrhcnX!L@=<4(s1(|#->P<c?RBX&{R-Fsqk8)n0;i;WU7mQqItYA2*m+k{
z;TFWDTr!GjQ*lGsdV_ueZ21>9Zh(mJK^+RW2Pr-EBhJ{s6H;(7xUF;2(@vWMqytX^
zxFfDeB(yHlmL{#JJ~MxHnjuEWEkti?)QZ~I_7{5P(*_Vts~pjv-sPmc)zcR5{55_Q
z9wn6g{!0zz_C-Ut8j#<=z4MY=X`cmdiqbz{%_!na^javy`)!eIk(~xsk9yq|F50j(
zCbz^Fe*+-Fl>;4!BDLb*5^!ex8&N?*FKie+2vZz!MCpZCwSuQZ#}IBxbpM6+7#qFU
zpJlomP0cMC|He-(e%cAQjp`V<pWB~s{tYWD3mAN50~ax3%Lqae=7-3lJ$2jppfDS~
z&Q={yg4S9h*jhXy(ws$T6QWPV&;kau&H#28AK&|M?@4wKkH0pIGjYGyl)MwD;mAet
zA>2McMS(u(?}e&vF#QCk;xr4F%X<WcILCfWy$EkYO#jdOjc)OT#X>3foL_ELD^7T0
zionC@2kWi*k)EW$Dhs~1gb?_K;dQ0rqnAW}j~tscy=Sk0@NnJn5s1`dz(zDcI_TS_
zx>XRVc=H(V7)Q5Njfx-)5qMi7!Wt5G#)xuB8|dd8e=?}`H~W$}l!J~=CZ*FVsJSuo
zy`2De1ehhAn3MwCbi(xVjliwZ;;3=NQvble3e*B_^UuWzd;d$f*#CiL8%^}rvd)Kz
z+yAW`Zc3IgG=b`HTL5x;S|X44&Bz08*sk|Aup~YL&0%WzYJ1n1OXUV^|0=WPiCFw!
zc{Sf{xBVWi19z-?4q^kqKNL(sV)z-L?3y6(53vi7v5iflI=qPar!xCXt<!2*cx}l7
z#}^#hG7)>h>Uo+8wI(8m;7gb+2OQD=)mt_=Vl-6-5;Qs({x4tE*oz>};so5FlV%qX
zsPGt~-j^T&|H~xE(3=t!!fRmflaJsWfC`Ql?#wvrm)yG)aF2v%Wdf__66n)sGss23
zPn*{y&pMk^ZV30W-@&NiX6|Z${^kCuFQY66YK(P~91$spf3qbatQPC1R`cLSiL8x0
z_k@qi^Opdy5(*$CDZKTOkQ`yQ-v`ICN8)vDnab{>*WvKZBA|poVw4aR#8SGRCQ+a3
zLI_Xqe=!-uT<O9$fw#X5Z9WhPLZ+;QY!LrC?%xWeUC6s==1i+|=35~>Os&f`+L{se
z5@ehmr1?;4A1|!Jbz5Rqx6Pl?{-@>{UMf_?HOt#7fUSRsLRzjLg-tD1@1OSP=lS$~
zW&dSi?h!t<?P``%jv4f93+64%()!=!(n2ZZe_ZR}$(;7>lMjxyY1opZNiJTN&{)K>
z=ojwBw)~+Pmv|=!5BT;W!cOguM-5wc&zaB@)qLn;O~|Q-7c99tgV<c7o&RDNUTWiV
zW2|~E`u`<&1<*a#F}L}mjbRcCXbc!r(Y5wBH#IuoR`Ir}81$XN=$#>MolhO$Z`g4p
zZA-H<Vk(1sGk4?H>Y*9p8lz>sj{t(C{+ua2iQ`^<p#B5YALM2IymdGj63z+PVw^6I
zsP~g-kyL+eWWZ4OSBC`)ggT^!ynfkCuddz9y2MjTWhN#+dR}Oa{+Z$z$HD7^WAT|G
zVw1M<<)s2JTN@C>3b8h(F~<nRJUHue!!6QBJ#QMmC}QT$E|)v|dw5*hnT3sz+R>Lc
zpLHVagvIa$?@BnP`V+5Sp6*q<xl9V7KM(*pYPkLG2{^dEmyttCitHdamr_F0UaQO%
z++br%8=w1<R8rE_53HhZ&b5}$wM+`3yf-D4$5Ijt?AO4Xy3(`x?>5}CO<u*b_?+FO
zbYXRU?W3t>l>WI?%Ezp(@cKUyJ0Y$52D48I*ycL}7(*AWX>2d=ocViO(A|$jP6tWI
zCRE6VAvVDl+tX6k#_AJn=>P>nR)hgl%RQ7WEl!i|WUVf}RfjF5D}#b+W&rivwPUgH
zm!?0xj9jG&DwV?Zli38mPF!UGW=o;s0-u?MGpQQy0rz^%2WX8@BXf$K!cp+OYl~iP
z05kPHNry$LDUQ0fR)Iy)x(=tj{Smi~#Larb?!o-sebs#IevT`QLdQS1+oa6cZa(#Y
zDq?LLy@AJw_kWQMA5<(2Y@yN5&%zg+f~U^$zqn}r;r7qX_nG;aU)jv(J7A9U^`P21
zA&tb}R9)t5zdJ)dggZ!8>-TXWXnTAnUE`jBxs4Z$OmGcMSeTm?Fi^ewJ2;NT)B{-+
zYQQxRUVusn;>}yUzH(`J0lRDm%%FaL$#rqG$Hu)DTVZTzwY;P4GjlLNcWLq^u%ykR
z>b4<}R32gu<4%EYjcn=Gr-9pu+8Cz>go6szbl{aI3B~arZ5dzn1uac$y(DaK{ZC^X
z#qay-Z88HVR$C1xoV1M3=-Z<!Td}6#@IIwVcL#XhT(!}_nNAP@P27Vy@z@%dPQsf<
z`6i2ocFo>gmsjpe#m(?7GA?H>DujLnz6Bmi-yeSi4D*g|ic7lKk1boUO-7tu?sk>w
z5}#{nlyt<hrlAiPlc6!kf3Sh6+6Np|=Vv?;*mfr!cKxXy1dPW_sRON9A=M;jY)3-H
zB?Om0vhL1ZQXClEnZG>t?{OD}+Khj`CLDQ+f#(bUpAn_dW-mq}BS;+cFEPnRL^A-?
zSAAZ>tU{Gg(m&T#aG^r^(S*J6i>;2c3aJtqcQz&S;>=c9-UhFg=8sH!k(5$`sG@PY
zy^p`#tTm9igRE5jQ{+afqecN(kp3fUuLo4B8P9Vmq28mtPd0K4JkT$NV7@7X?fB6_
zs{6j~nK5QLPkNn5@KkaBO$mJoC%z1<7G7i4$iS)EROtGsw<bhZfK8JaWtI`HwKdED
zw~3$TM}G<JI}q=qmKY?>H7Wds<hA>2(erWFzy)ZP-EhZ6A{tDs)q0K^+T`e)c4~Q7
zVm35DU4#fz%XUQ)xG#D9FsLgV+ouUchU)2b^;x{Eow4ozZ*XHCUZFz8UeijC$r*D)
zTYa1yBk*a0q`Q)M?w|cpqjzHGlo0BcrSG<9XujR%czL@mHzi-D@}|&Md}f5acqWT(
zW^nMW_={)Mc6EH6CK-4#onV&@W94U$E7Mf$fA(6>NL+rUhuiYtof2HKsz677=yP)#
zh_}<8mb$*4a3h7Or7fi=jCu(aP{z(Vb#?#l;r|p{)5Zcw`5^$CKB%6UKLcD#P26qe
z``U|yK1G~CnHRlgBD`{`;QU*?KIeY<yE@hQbhBpA4`S2vuF-110ul)pC@E)#P5zqH
zI`;87ACp)Z`GHb)Q!==f?|RV8NmAFB2A(p3`py^)Qxw03O*6pMU`sWpTGPd#&7<lt
z4d99`#OqCATM_En1_qs8u;fUcX(LbMKj-9OtIK~|uA8S)Y@_cJVF!U1H@}~x?Mlm)
zQ5)ii?^5BB<F+wDm@dy=YM%P^uzDr{{;FNJ%4#<y#1o)se^eXUYm?KCz6fZ4l2$0~
zOf~EIJ2>;VKp{@0U_enQw<fakwN|skDMGPuwu1e_AJm~wJJo%oGgD&lNL)0!@KHTw
zYmW^u&d6hTrgc6LFM-;ZKrjP;^-Y>?il5+d=)B;tu@4Yxv`V0egPzqV1#-;vy9Xgo
zs$o@@p7LLnazk>rVsF2iCXfF3Xuoh@BICloEXpm`Zq{(=O$E3m?KX9)_6-02NWiQ&
z&{FR8hTGi6e89M`=s`0qY1F#ZHK|n&wa=s3NDXLRED4;h;9mWGIk3f`+7<Xm)2C=r
zO2`K1w#3&Zzy?kL=QFubaTRLu9^m#fHQCI`2Ib7I6bmQlY}22|_IhGe9ssr6jb2=<
z*2Y!IJ)Es3bsErVWIyoMc1F4wP-tEXFlC+%uV;0r<QDJh|C;>#vmfL)=3ZE{U@5^r
zfoK$B%Oq?|Q1>(xPmwu;bCNo$E&kN6C{Rb)9qMCyrgaHN;iEo3ESaKv$4Tu^&!ajt
zyk(z&be0R<{YAcOZePOWPM&-+qHz6xb@m-lO+MScAXq>F6&0lgsY*{m5|Ac>R1rZ+
z=)H#Cr3y$<h!A>5no<%ep@Sfb^r{d#NReKomw?<)J@?(C|FhP6?|xay%1rj2+0*u(
z*_oN&({3I&&u-skEjGgz4K{LBra^YqIhWcolHWaA=CYLcmzth}3e8W1*~4$^#M76X
zRo#)9xEogY+e4J(LUh&9dAP&F<c-Hhs1<6prVUI=lipW+dFLW{&`5bY&`Ve%I%7H;
zlXSV;uxIw<E)k;$i`KaF;sHu(U9MkKn=QA$>gcLMq}R6gKv7TE{vnptE&*^74D6NV
zyM00$LY<#CTb^h0v84jrDe5z-RJ_g%>PI)F8Kj_bi*@J*R)fKZdF5{*YFf5Lz^iBo
zVn5wT`K|nItmYsLDTHx)5h*(&n}4DgD`q`=7T0RqS8&OBoj^M5^8{EPxqdGJG9*_`
z+uPAvF328zwEQ9ncboh1nU4l`%4&QNlqo8#eQUG$?SjE_J7c&C;bo6kp{~=2?Ghd`
zXk^~Lsr_Uhi+E$*h*Y6J(89H@#HRJ=#D@4_DNfW2uM0mSLvc|)DaU_DE>jY*?Wgzv
zqnyD*1$%XpKSlsn{?aMB;v1VK4xAoRx9`Mmo1scS>EeXcDn6T_%rZ3Sl}#Scif8P+
zR-2rg8A3g)J`=u(k1uM3*yLyn>l(@x-aWsUfSRp|I!4;30`DthgcWTcO|QEXKAP64
z>CbRIFLM2$9wLvQ<5VM06S1YwqgVT@GtZaoXj4p!5o#bK$r=3LC~?9gaVi!T>jIUq
z!R4JtL$z^MGUA`d9@QXUV-)R_gWNCwY<@~w#nke985-i()LOzkKg^Ur$`~-Gx>hSu
z7$mv*xFZ6hw;;XXp9CwFrU_1x)Hx3<3kL8l`(YKC=$?^p(2Sk<EKC?dnkPsX$CHga
zuvVBC)K7k#3L8!K62GFUDw)Nc59k;QsdU?}1{<zSBG#s`H?W`d1;XDf!GKS)q5@cu
zcka|b$QWoQ<l!W#CSJ2GZES1fWi56dAwR^(b{@-rlPD|)sp<x2Rq(#o{So#`t0U4b
zHIAj*6jun*{i3P9{sQVputk-6-NN#D`m=lBVcJi|Np_H}^t|Oden9UDL{|6Qnd-Al
zdt|FzVl|I1$Sl6Nk8MJ1CiT$oT~C%DoyQS0l5p0yZ+Y-z1ddPPal@IRAGkNQ2iR~g
zaT{~^f)-YkOi{eyj6|VC^<tOhYKKZe!o(7O=~qI2gM+Dqh2I7%aH>R1ME^IP<$^I#
z=C~s`u411J4@kudRPX1d2;XBud~dx3Y#qN8lj7&2xoMP*$&y5?w^#xi(xs>;8JJgM
z2<?nSgU<r*1_%q|0SH}Fg8ZivPX=HpG7lQ%x2Q2xzhJc+JjTTCFw0p3Be`Z`FUOA!
zR@hTu=*5tsfw~aXqcahCw2I;qsxT;gz&2#*Yh74BZj*q20eBCyq}cLRi9VWls;fV8
zUK0>$p6)shvtH39L>|4Hg1gN*<lIKQ8neXp6U2&!Wk!7n5dYco*VmE;ze|T38T5WE
zhP4D=Ye(^U`-i0fE2@EeE$$M9@ancr?ei|1a?iF#^q1-p0*vWe85%XSYj|!^bsfI&
z`s=9T{+H(~b*}l|*8o;RT7ZoLWUzDo0$7jPwF?h)ZPD6n-%9qK(Lxzl$~8rS!k+PO
z(tT?p&5aB3wR0wGx9fU7xXo7H7v`Q5?>B3{iZsc?NF_IGtvHm=UiU2obpG2$HD{9C
zHjxADRTO)!4KVSO%W%`f?XNE3HL;gsBrhugE6xGX%_lQ_*ZgHZb0Suq$so632}8*Y
zMw{9lE@bV#nui#SW(BS-4?M{L=$_f<d}-GDi|}3C5FxP{R#FBdSM8H;zdf%F821w0
zpj^5Di+wDCF&pM3x#^HD^jSqYizXv(V(}olut%pvHrdve$_|YNEG0h?tEQydHbfkG
zO^Ac+c8$)TG0UOIM|SoI6WP=bXMo9-McKA{kEx+`;+2)sE~-alABbYZ^wOz288bF0
znURNp!Yz`qGHC*b#FstKv{vw=jrY+MzveKHx0#S?5A7*nFY(qhg!Tv8O(&-HBx{AZ
zsfBB0z%nA<^(bCcNYzkV#_BBN(}`jlv9&QbYjw1Imz0}z1cry`y%rsy(`?ef)z-tw
zSG42Bl4XwLkw>U^AzrW(lb4@jb~?xH_8;(8SST_O#&_l-d;8hFKv?7mePG@`+dJu@
zJ;u^D%Q$;8XJ{26ZdLrWbJL)*$RU<JW2o6Ow@{z+-67WVn<U&1$7g}=H@tE5@qvSi
zjfLz|o1Y~u=!W~Y_W5X&`q(;86$zA@cCy*7c7}~0`RSAE#=u`e$A|R&lW4lcoG%1q
z-QD<8v@Rww43FAlR@DePTEYSn87n;~iNZd@Ex=W@2{eJNvSdyEwe!H@!Hd*VRVAVJ
zY}r*J7CI+fIKrKWi7AUNv?_y{-*<wKw#eD{iV0=oZd|NC`LeR&J=uT|^)?uxKa0K)
zol^{K{DCdjtzg<G$93Iz082Qqigod_%UK{_3qLzJe1N@Cr`d1|Sd1#A#h7`BbkJiD
z{afHPdl0qBC~dZ3Gyg(0rIuz(008BozfJ!%o|@t$MZGd99`tMmF0p(ee&yLGOQzO`
zt_5uz{uSDB*MB-gwAtLg<h+DRn1}jkR)<@cv}rV%nv{+|RkkP5&+{+z?xzn232=+_
z<TgJ0L=Zw<xFM52l&o4;=Xu3}PumuqsCrE&S7`69=;weldaU<{1<gxfn_+elyyT_L
za?Wy&o?%re+Tocw@0h4<R=o<>A+cR1tMs+c&iH!;7-_2K!FvV%RfC-=oiQbL8+vOm
zVg52|GgyK*<<|rHI(`2MHR$>qiIunQL0vwdn=QL$--MV+zKH_i0e9>;aTh(wlmLo9
z0pVr8A5%ewNQEu4F}m+^yrUys6SUd18a|ztZ4J>xUy;?Erk*<Wjz%*{woH963FCy9
zZMuM_9xvX<k`3=I+R;O#YXNzF`_n*i{S)f4`9TS3o7zr@<7%KL#_c;f5k|5MH%<&u
z_U|K{bz{yK^l;nYK9td?GhJ8p$g7y6EQ{^_-fJF?6PbL$;FuFSHu7$aF!q|^nhwoq
z&!Bw5ra~?uu8%P5<-9!#-43<J<1Q&^B{mxWDC(-1<8l*k{%T%(^}BIzYuvHb=$-9U
zwfN0J0Z`@l#yGV_0gm83zgtu}YS7J(y`33|HuNb!P3w0_X}9Cf{0I`;9^<M!UUXGJ
zF;#=3=u=hU*Jdm78#32#Rr(RV6_`yg$b07|rDzXt5lyplHWT*zu19(0+}QlS?io6c
z_>omkd2&<vf&Au2kBpO`8tHPkh4jx;nDpqQ?<W@kJ?hUDb>?8IRemeB?xX4|Qn4r^
zp^Qr9<oU`YNj2jvAq+joo4!G`$9~2khI$;@C;PT@ftZ^q8O>xPcUUW_(s`kEbUM^+
ziQ0OZ=gEQiW7^z+zD$ZzY1+wS%U(*UTlf8v`;$AOgJT78H?R9U#4u3#N1kKz($%zA
zx^5_DvafH?;OzA!mOWQnl(BCz?49(?I+lqV?4Ia2G1Ynw6}l+0(krw3pqCOuR5{=R
zT$XB?X~!l`0WP`?j-RVlt(@#pBMf^?YvwD(!6hGyqp~EgUW$yoAT*5uJeC0=iiV88
zL+PiueUOXcGaHxySuy8T#fqs%xdJa+<j&CNb8hUn-entLX9nG{%1IXU7_MGL@SRO%
zp!12bcD3P&FDU*PPt|QV=7BU>aU?Sh#mwS)7I5>lMc($(C>7k=xRcH5QN1-->Vsc8
zV$8h;7XFgY*+=QkF&KU{Fwh@FraO{60T-VPp%F}B?HL7KUS?-i7>`6V(S_Tkj|vi1
zJkEDSZymh8{if%$`9~a0CS0hZ`*m(2ceGq6!hOPV*nK<VJ5SlWw(X-v<&?gF+V#4s
zFB?%vu1g9dk2w3nE~k(7js)q7($I}g7KalK{JxxiIoGkOydhaz5u0VqrFzF<h>$0X
z?P!aUUU{D)!uU%7o5|+_s?BTRP4?1mk@_ho2qxiolY=St`aJ#ysD@H&Yv}R1we(Jl
z{1-g2??(V<th*RHK|v<k#AL?8b=RQBZs5rmc;j#^9zIqfDzMG$H?qd0eBwRQ`;cw)
zWf|w@8$>p9i?m6aj2)(qRZ@@Y-J)CHIa6u337>SDTNY8vhw_B_5~9e#RG<CJ(3$i5
zdGm@XE-gdIH)ZSw_(|7sQKBkwMr&mv_Mk*iHY6fjs&fN(GWB|oYKL#7C&u@3Nzkxl
zLs^})d=YSpc2$%$k|x2n(r!x};>!HGdrCPC;i~4fB3nU<;mmH}tFTM+lMCtos7`R)
zdXJ&rCe&02G!#2nL_S`vXD?wGuG!iK5D5IuO6*eBnU4xB=~V&cQ(>2MHKMbsE7Y5o
zX>y1Piu}diYI+Vwf466?^cS~Kmcx`0YI>f;x7@&8oVmCmu+x5L!ysh2*jmY?17lZV
zN5f>Q*N7(WW;eGql=(kyG3G{94R4$qiL#SJQ%i|ftQ)<-ByYm6ECJUTv{#^qaTRM)
zg>bP0%si9*0j6)r!ZQ`5hF<t2dQM!`Y4i1tqfI(h3Orj{SzxFFENXIaxGE3#0uk+v
zIgHmw`2D{bR#tNT7^*4TIA-og3a?n2R>-Ex3SybzfyHPpysrK(n~tjIV!^mYC)M7n
z#e)_Hi7~$I-Jwxh%k{AGkJ&Ak8zv)aB8S#u%QH_fxJhQXpPp_o9HfMPGSOWr9@+Wo
ziv!Jh^(KvwvqF_pmKu8DZxC)=6=K%RSMKZ;UkWxCOA3j*nrBI6oHVxe8h;Tvfg#=+
zmtu=}tapMPo7awsiKwxP4mBq3y|eHN29hr;j(FpeqVy^q_RM@K)I1Dnx8~j|#n%01
zU%Mr-4g(Wu%L}K@vNDu@eX9|Y{@`Q#Qk}LmGTzT;hPlqI8|*B6Uz@dRAUf5o|Ndr*
zK<{*Yu6wO>G9{XocV=<4xHP1A3v^0~zfqS!t(^@eQlV>#ZxE}LgJmzpZ<x_*YEnW_
z=Q=I~2=}a(o=xj+)J^EE+PbaAX1XXhX1aRu$zvy_F!#V*(A*gRd5iA^&<ifL2gBc7
z$>JInr7Wn7^(XqD*e9HZdM?wN_ucPXwg7j6jAaCd)3|v~CjkZekUVORc1UW}y*2^m
z*Uo<k{^YS89T(Vn$O&$#$5!hTFo!>uyn3pz{fy1Gx}JHrN353=t<SPw>%Nijuqx?e
z!b^^qO!pUBf?Xu5ir>F5&@?~wWp8NE*JqhbvpH9s*CovQ@X1VyE=}Fxx4vqS9@1#%
zb0@`vcn-^9+vcH!Rnn5^7~zL4_|BW09RBmA=T$a@V+G$w;7fT$IxL`o2-G34da6EG
zG40B$akrPMKmPowdh#Z(iOn-(8y}SxV!E#xlj2yG74{Mbw7b1@mN#YfvZzyi9d-k^
zu1&ViTsAs{2%*ncoTKirsBL<fDj?9|vMJ8AJ|5)GKx`HiNGA>ra>O<s@GOW2xKq0e
z73_D8Iq7H=RURfX?VViR21uu+M!&*$(KjWa9@pvf2`g1I`|<0pb)!R-%|p|+q1+2{
zjNjkwN5bmSNio-N?rw{W+^mpA?z=}9V(k42<lw4Q>z&Kq%{24pIKGG)p`OM0H!Y+N
z6*pH(aG8Q8g4yPJ_;}Up?q87OTicI#R9bYE=OnC8q{JBQ;5)~erddEyw_Vr3R&ceT
z)TmYDBu{ZtI)m)<mDMjMu^D<)NbxF%y=ZOGJ^`S_J*3t#Ce%<j{vzlHtQ4aPQruHx
zGxBH(Qokd@@{Uk<OyO$eU6}Aprr}8)IF}oYoSgh<<HH;N(3QPLMQnam@H#9E6<Kg4
z8~0(aSm~h1Y0sxVpH`zJJ2T`4OP*q2<@$Q&*8VQ*+c)9q6NjB+FR_rh$(JFF>!g7q
zGeqy!>yrjY%WMlHhFu<EBy+(er^xFYLa`gGyP_bzDM-M(uT7s3Cb1g^6j+i*#(Ot3
z@@cynC)bF_M{AwWyHv*Q6k+4O1;A14Bl2_HuejYl49|@EdKX5)98_i)lvISaMzp{0
zQ(ROhfeyO;V46x!m6-~SB#}B@h0_^6nf>%+f=$v!u$%q@`rSk&MVs9cOLsek<e)IS
z+tr)hcR<C3JW+5--}3dQn1kHiY3!vB9@A|{YA#NM1rpN)<P=c?iFxmV=6q#xZ`$jy
z`PVm}gya%|x~{Y#4bk)G2sS>GxfUzu9mp;Pm(yoF0r6ggsd?6F8sVDv^c4r{zr#Ij
zir<=O{0_s|vke=}Ljs(Ug&V#JYE%?3q;8<7Du}M%$nN>V#ptgL{qcz)BqDxSxj)F^
z?hP!167e;+TYA7NqjBU2LL+}`g{f6K<rf8d{p;w_sV7!jq@qz%-um~iu9?oBZIv#R
zs2|i&pOKK2cq&%5G;?gv5*tN6$wFi2XEc8119ANBEmfL&QgihU_(egImlPVeOF6$J
zu2?7TA$DXgtmj?7h!y1_);F)37QJrpx^#$1{7Qsh?2cHKKXDU{5GFli$CZ9gx@|p*
zy`+iJIS!xC8L1JvyCN^(PkV^jf1lheS!E5q<G7bb=i%l1WjEAdb>Eq0pA8%ULuYVh
zIEM<<-i$=~kWbFh7Q?nq7Z#)b+fwiD5qcw=$Tf`z?c{W555A<R(zMKwevtE-d2mrW
z#qd2Z$pglZbBqo|>SxzAhs0zmefLfeB_BLxf)^2dKq^^!bP&ekk8|}7L}t#T{$TP8
zKtLmLeTHUMtS3o0w99uen7or51V79ARA18h%$z6*9lv|J@Q!BhSumH8X3<g^T>_(0
z5x>v1ZKr(;tR<h$*q%{u=p_&4ADp0Z2V*EWQ}As*>uS+nTAP6Xyp|Lw)PYbp5k{YJ
zhyut=sSTd&bUiWP=}vm%U4z$6zwjx#G4a$4JqgLvs91Bddl!I@F{5uTWF&x>m5Stg
ztMpIE+ybiE9Wr|v@gh*3gj4JC*#afr&BK6#%i(o?BqXO!uhCLhk?v8P9eautBO!4i
z+ngdr{M@btY;mJPwoz1(9-sSq2H4_7CUolW-L`l2o*X~a)g8w-TN)iQ-I{q79SgSg
zY|p~%D2qj&JI65oL4cki<5GkNb*UBko%j(>zOk*aO$OCdeixsu;&5lbNnRUQ$Vq<5
z%0XOSeXVXX>@}7wmVyjfe^`8cP?7F_aMHqX*)pavjr5US{JDE_ld4B4Qf!HcOFE$^
zlG3o!3z7yJx(PSSLPzoj+h~``Bxqi}aLpyZS-W^QN%mp(mwQb2v;)HA@Gt=iyZy*<
zwCR3=>Ag+WDaw1OXRL=0kj!H@NHpf(2aN|7S3Y1fd{ut$R3`JyS{Kih0u0Lce4J*%
z8*+`8(Gg>pzTO}iupAA#r+6^7$HQ$UXZY1}B(zdOz~?@!RNZq$HTP;hy=wd<_do(Z
zAf5D)ays2Z7@RYhZy(POU(;0oe%(uLNFf<9^F!t$vj~d^ox=&>6EyuG9s1qVDv4w#
zVWz9+DoCBVc}z8-=+=p3um%gBHZn4p$tvK;TM>yxJ=@31UG&1#`Iz={ol=jq?BTp@
z>8SF3p>$<Hd}*kXF4DIFnWku~$3x?+ODo!U==NMc{8?>{Y;Pl<ow!QtiGyL>>i9dp
z-k86e@UQUG<hc_v*q5}b|G3v2{O^0sfxEHcEWd8I{(Vul5X-N<=zm_6{r`-w42B9r
z{=ir6*V08XAujqEw)*!f8CSZR>&sTc$>~KGgUOd>?}Ad*9{Tv8d>bF?&G=7Z+_jR$
zc@UhLz0KsVve0am>}sFdt&YPvHt$2%`JFWt?+3+}J?ZPK64e%gO2Lx%wHXbB0*{}b
zs3b2pyD**PQq@S*8TDv&bu+Z|+PIC$^FI@WtSVSAR(3v}SCp@)v7#OUiGC_CZ>*4G
za?E|d;GU*6uP;!Ia3Y#&r%yv1-!xY4rCrt|eT$?ExO1-FcXTINl;TX@03Y`)vYS=z
zG4aimi1dOW8-WgqlEdDeK<}H%y)%~x-VINgn6O(*QbU*A&N&C#^_kbbsN^myx^uhw
zn&&d!WJ`-wgPI<E`z{aRxZ<!Hlk8pLHGr*`u<{q+jMVocifEqTb2T>4i(AeA$X0T$
zR9P|^d7wSxdF}(AIdF=3$mYw}?xo1rJ)-&hs(!u6m#GGB+{_B1E3^Q42W$ieT+t(|
zeGhUzbV~QjGkOEcIuf??Gf&7Em$Q8@ktKfiZq$(6nIVeqA8e^-EbuDD*(w~x7sa8J
zrc>YI2T>s&p*hdJ-oHmhM42m!FbO<+=QNLQ{xosbM#-IU_ri+`{<Y?Yl<c|vn>Wpj
z@0iD;GLO`1`Oz=Acm?nBj+CPtNoK0HOE2EL#{ZSCZ25DGn8Me9x)%(F_jQ>bKNeZ3
zd{L)Z^!)(+=?c}5eCQS58^roD(&C^jIu4wJO3j4hJT8pvt`n(F$}T4yIYYwkK2X<W
zfUTm@S<s~8G01r>f8Ww{H~`hK>h%>OpUTnHIJ&{>wM48t?6tNpAGDTGCM-`MLr~0q
zl($Q`e>k)$h-*H79}VidDjS+emqMHlTZ#F8>FnuA&Z5@c>jtZDWM=|&Q?;-y6qf3X
z(EPfMTqEr%Qnn_?5#=JkUcbmK0bw>$sW%%qAFHDF%?jSf>WzUn&hRojU~PRFi`Ax!
ziQJru{X(uM-0L8&Q&Ts4SNrm*g<H8kO?eh`-`8<^zDgeQ=;<lG{A2wOpnSyv2^*6n
zot2`>^F=xxZOi+2V+NIX-D0F@i7|C);^mVU9w;d3H%!#LKY^yGcsL(+JWSXMvmEHK
zVJ8g8+rL=5^NmiEm4?-5I!D4W<P*icR+*+|rE$w!*vFj8MFzo%bBS@3E_~Y2oyjj{
zugqF!qs$xyz1NWf(YgWmeG+1}%c}11EPAG|M!xVjDGJxP9{;%m=ac5DaJ^zvo~5e{
zI_47GMn<ttbk@ly+l=K95A!`frVbx`!lC|B{~14_MU_r?;j6_i$JK^Hsp^F&Jd2Nt
zR9p_0ER#c7jk~Zr8p5H&c&AzAxn?D|0%GS9)H_~IbA)l}wR@p?er^$250l@BeDWgO
zTH=yDyDNL6<uL>ix*GKw%Pyi($@;nWA#1`5L*ATI)Ey=G%ktEL_??70thvcz_RgK2
z#EEhdGXcyE@+0R?jpuMKT?&UlRhn-Pck|D)8su=+Mw6}Y?q525+fg636s77!?sbP0
z3WD)Jyc@9no-mZhyd9{O6ftr!DK4!wkEzv)-L3UmQ{bY;v#8+3rymx%N8GGkQypa#
z$hBM(rloFhQ&*S^wq2{La4Y;E=WE&jJgkD-@0w9qc@~I)=CP(_wWaX;K&I`Jq{KrG
z0kraT9xqQ_|DaWVW9p~{@ORy-ysgP)N`LlI4K*E0wAOtuz1$Wy(%q9g;`KOToS^a5
zBwqN!H{HA=D;;|0O$F*ZB6d%ggFX?|r#{VGP(4+RPP1rz;{MQH_$iga<%C&ATg<I1
zgkE_%TPrs3r6>_LYSWc|OXhaRM;o-^X1vxgVpj}Zkw?Z6-+L0j&&*l>Ny$Ut|E}c!
zH?T9X{|)R6<X;d9{|!3>{b_3e!}1Gu<`>=q5cvOxoq_%|Kmg}|hMoDto+(+Ixv=Q|
zJWi#?@(X)MjpbKesOeJ*NISUMyRraq3;&aj%TH@%Zg1vbV#7iSKt}xADXgF9HZCmx
zD!^|JX=7JoTL;TOc>bzrb7NNrXO>$(PDmU{%t$OqTuD$QEF@qOei9+z#X`adygh!s
z`2UT9pTv~JfyD0iugWoVGc^a2uy!@~bmen2cC&Th1Mq8D^nS-UnpyC>Sn%7MyYksO
zco<t+oAaAG*y-H{c$FQ@WB{}YmRmA+AcA11ppYO8EF>r_2;&iia0v=>0VLASfPmHx
z_Wu{U|EUyDXLAcmK^7>25<t26*TVvb!GOB5VEG*fhrnP!yZ?Mx?Ee+_JM@zd{(s`Y
zaKz8K#b0#7FaTQPuQ)+4&=P;ffx$pZf5i!k{D*vnh5sQ7SWxJ1UNA)HXYcqs4+L=B
z?vFTt4hD3-KjYvqp})%khC#sp$O8@+`bRl_rSxaLK;eQS02Ilec_1K&zvTnNMd1I)
z0|EU<dBF%M_-~mZA_&+&WJU=6qZ|O;KV<nW*`G4QAy5b~H2#noiV#BlU0x_0`g8dG
zMF)oeEguvCgZ#}47Ze8n-8TR__}^_LBrNh1h2@Vt0ABdtyl@EorwaO$4gwecH#%2m
zV{2P;XG%&jF-ididkY7apS|uED2#&xpgI5%e+C{~dzt?n5&{Y`EV^RG#ufmClrX{q
zVhpwbo57)G7J`B%7RCr;At4cA6A=k9Fai!XGZ8W|5i&M50XBdN0km)t7z8Q;6EqbT
d221Gwo-`XfyZ#z)aEOQ?oRWj%zKSg6e*sF{NwWX|

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-reg.xml
new file mode 100644
index 00000000..5201c4e0
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-reg.xml
@@ -0,0 +1,364 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-023-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='111'/>
+         <instruction instr-id='111' subinstr-id='2'/>
+         <instruction instr-id='111' subinstr-id='4'/>
+         <instruction instr-id='111' subinstr-id='8'/>
+         <instruction instr-id='111' subinstr-id='10'/>
+         <instruction instr-id='111' subinstr-id='12'/>
+         <instruction instr-id='111' subinstr-id='14'/>
+         <instruction instr-id='111' subinstr-id='16'/>
+         <instruction instr-id='111' subinstr-id='20'/>
+         <instruction instr-id='111' subinstr-id='22'/>
+         <instruction instr-id='111' subinstr-id='26'/>
+         <instruction instr-id='111' subinstr-id='28'/>
+         <instruction instr-id='111' subinstr-id='30'/>
+         <instruction instr-id='111' subinstr-id='34'/>
+         <instruction instr-id='111' subinstr-id='36'/>
+         <instruction instr-id='111' subinstr-id='38'/>
+         <instruction instr-id='111' subinstr-id='40'/>
+         <instruction instr-id='111' subinstr-id='44'/>
+         <instruction instr-id='111' subinstr-id='46'/>
+         <instruction instr-id='111' subinstr-id='48'/>
+         <instruction instr-id='111' subinstr-id='50'/>
+         <instruction instr-id='111' subinstr-id='54'/>
+         <instruction instr-id='111' subinstr-id='56'/>
+         <instruction instr-id='111' subinstr-id='58'/>
+         <instruction instr-id='111' subinstr-id='60'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='140' subinstr-id='4'/>
+         <instruction instr-id='140' subinstr-id='6'/>
+         <instruction instr-id='140' subinstr-id='8'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='169' subinstr-id='16'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='285' subinstr-id='4'/>
+         <instruction instr-id='285' subinstr-id='6'/>
+         <instruction instr-id='285' subinstr-id='10'/>
+         <instruction instr-id='285' subinstr-id='12'/>
+         <instruction instr-id='285' subinstr-id='14'/>
+         <instruction instr-id='285' subinstr-id='18'/>
+         <instruction instr-id='285' subinstr-id='20'/>
+         <instruction instr-id='285' subinstr-id='24'/>
+         <instruction instr-id='285' subinstr-id='26'/>
+         <instruction instr-id='285' subinstr-id='28'/>
+         <instruction instr-id='285' subinstr-id='30'/>
+         <instruction instr-id='285' subinstr-id='32'/>
+         <instruction instr-id='285' subinstr-id='34'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='314' subinstr-id='4'/>
+         <instruction instr-id='314' subinstr-id='6'/>
+         <instruction instr-id='314' subinstr-id='8'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='343' subinstr-id='2'/>
+         <instruction instr-id='343' subinstr-id='4'/>
+         <instruction instr-id='343' subinstr-id='6'/>
+         <instruction instr-id='343' subinstr-id='8'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='372' subinstr-id='4'/>
+         <instruction instr-id='372' subinstr-id='6'/>
+         <instruction instr-id='372' subinstr-id='8'/>
+         <instruction instr-id='452'/>
+         <instruction instr-id='452' subinstr-id='2'/>
+         <instruction instr-id='452' subinstr-id='4'/>
+         <instruction instr-id='452' subinstr-id='6'/>
+         <instruction instr-id='452' subinstr-id='8'/>
+         <instruction instr-id='452' subinstr-id='10'/>
+         <instruction instr-id='452' subinstr-id='12'/>
+         <instruction instr-id='452' subinstr-id='14'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='480' subinstr-id='2'/>
+         <instruction instr-id='480' subinstr-id='4'/>
+         <instruction instr-id='480' subinstr-id='6'/>
+         <instruction instr-id='480' subinstr-id='8'/>
+         <instruction instr-id='508'/>
+         <instruction instr-id='508' subinstr-id='2'/>
+         <instruction instr-id='508' subinstr-id='4'/>
+         <instruction instr-id='508' subinstr-id='6'/>
+         <instruction instr-id='508' subinstr-id='8'/>
+         <instruction instr-id='536'/>
+         <instruction instr-id='536' subinstr-id='2'/>
+         <instruction instr-id='536' subinstr-id='4'/>
+         <instruction instr-id='536' subinstr-id='6'/>
+         <instruction instr-id='536' subinstr-id='8'/>
+         <instruction instr-id='593'/>
+         <instruction instr-id='593' subinstr-id='2'/>
+         <instruction instr-id='593' subinstr-id='4'/>
+         <instruction instr-id='593' subinstr-id='6'/>
+         <instruction instr-id='593' subinstr-id='8'/>
+         <instruction instr-id='593' subinstr-id='10'/>
+         <instruction instr-id='593' subinstr-id='12'/>
+         <instruction instr-id='593' subinstr-id='14'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='622' subinstr-id='8'/>
+         <instruction instr-id='651'/>
+         <instruction instr-id='651' subinstr-id='2'/>
+         <instruction instr-id='651' subinstr-id='4'/>
+         <instruction instr-id='651' subinstr-id='6'/>
+         <instruction instr-id='651' subinstr-id='8'/>
+         <instruction instr-id='680'/>
+         <instruction instr-id='680' subinstr-id='2'/>
+         <instruction instr-id='680' subinstr-id='4'/>
+         <instruction instr-id='680' subinstr-id='6'/>
+         <instruction instr-id='680' subinstr-id='8'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='736' subinstr-id='2'/>
+         <instruction instr-id='736' subinstr-id='4'/>
+         <instruction instr-id='736' subinstr-id='6'/>
+         <instruction instr-id='736' subinstr-id='8'/>
+         <instruction instr-id='736' subinstr-id='12'/>
+         <instruction instr-id='736' subinstr-id='14'/>
+         <instruction instr-id='736' subinstr-id='16'/>
+         <instruction instr-id='736' subinstr-id='20'/>
+         <instruction instr-id='736' subinstr-id='22'/>
+         <instruction instr-id='736' subinstr-id='24'/>
+         <instruction instr-id='736' subinstr-id='26'/>
+         <instruction instr-id='736' subinstr-id='28'/>
+         <instruction instr-id='736' subinstr-id='30'/>
+         <instruction instr-id='736' subinstr-id='32'/>
+         <instruction instr-id='736' subinstr-id='34'/>
+         <instruction instr-id='736' subinstr-id='38'/>
+         <instruction instr-id='736' subinstr-id='40'/>
+         <instruction instr-id='736' subinstr-id='42'/>
+         <instruction instr-id='764'/>
+         <instruction instr-id='764' subinstr-id='2'/>
+         <instruction instr-id='764' subinstr-id='4'/>
+         <instruction instr-id='764' subinstr-id='6'/>
+         <instruction instr-id='792'/>
+         <instruction instr-id='792' subinstr-id='2'/>
+         <instruction instr-id='792' subinstr-id='4'/>
+         <instruction instr-id='792' subinstr-id='6'/>
+         <instruction instr-id='792' subinstr-id='8'/>
+         <instruction instr-id='820'/>
+         <instruction instr-id='820' subinstr-id='2'/>
+         <instruction instr-id='820' subinstr-id='4'/>
+         <instruction instr-id='820' subinstr-id='6'/>
+         <instruction instr-id='820' subinstr-id='8'/>
+         <instruction instr-id='877'/>
+         <instruction instr-id='877' subinstr-id='2'/>
+         <instruction instr-id='877' subinstr-id='4'/>
+         <instruction instr-id='877' subinstr-id='6'/>
+         <instruction instr-id='877' subinstr-id='8'/>
+         <instruction instr-id='877' subinstr-id='10'/>
+         <instruction instr-id='877' subinstr-id='12'/>
+         <instruction instr-id='877' subinstr-id='14'/>
+         <instruction instr-id='877' subinstr-id='16'/>
+         <instruction instr-id='877' subinstr-id='18'/>
+         <instruction instr-id='877' subinstr-id='20'/>
+         <instruction instr-id='877' subinstr-id='24'/>
+         <instruction instr-id='877' subinstr-id='26'/>
+         <instruction instr-id='877' subinstr-id='30'/>
+         <instruction instr-id='877' subinstr-id='32'/>
+         <instruction instr-id='877' subinstr-id='34'/>
+         <instruction instr-id='877' subinstr-id='38'/>
+         <instruction instr-id='877' subinstr-id='40'/>
+         <instruction instr-id='877' subinstr-id='42'/>
+         <instruction instr-id='877' subinstr-id='46'/>
+         <instruction instr-id='877' subinstr-id='48'/>
+         <instruction instr-id='877' subinstr-id='50'/>
+         <instruction instr-id='877' subinstr-id='54'/>
+         <instruction instr-id='877' subinstr-id='56'/>
+         <instruction instr-id='877' subinstr-id='60'/>
+         <instruction instr-id='877' subinstr-id='62'/>
+         <instruction instr-id='906'/>
+         <instruction instr-id='906' subinstr-id='2'/>
+         <instruction instr-id='906' subinstr-id='4'/>
+         <instruction instr-id='906' subinstr-id='6'/>
+         <instruction instr-id='935'/>
+         <instruction instr-id='935' subinstr-id='2'/>
+         <instruction instr-id='935' subinstr-id='4'/>
+         <instruction instr-id='935' subinstr-id='6'/>
+         <instruction instr-id='935' subinstr-id='8'/>
+         <instruction instr-id='964'/>
+         <instruction instr-id='964' subinstr-id='2'/>
+         <instruction instr-id='964' subinstr-id='4'/>
+         <instruction instr-id='964' subinstr-id='6'/>
+         <instruction instr-id='964' subinstr-id='8'/>
+         <instruction instr-id='1020'/>
+         <instruction instr-id='1020' subinstr-id='2'/>
+         <instruction instr-id='1020' subinstr-id='4'/>
+         <instruction instr-id='1020' subinstr-id='6'/>
+         <instruction instr-id='1020' subinstr-id='8'/>
+         <instruction instr-id='1020' subinstr-id='10'/>
+         <instruction instr-id='1020' subinstr-id='12'/>
+         <instruction instr-id='1020' subinstr-id='14'/>
+         <instruction instr-id='1020' subinstr-id='16'/>
+         <instruction instr-id='1020' subinstr-id='20'/>
+         <instruction instr-id='1020' subinstr-id='22'/>
+         <instruction instr-id='1020' subinstr-id='24'/>
+         <instruction instr-id='1020' subinstr-id='26'/>
+         <instruction instr-id='1020' subinstr-id='30'/>
+         <instruction instr-id='1020' subinstr-id='32'/>
+         <instruction instr-id='1020' subinstr-id='34'/>
+         <instruction instr-id='1020' subinstr-id='36'/>
+         <instruction instr-id='1020' subinstr-id='40'/>
+         <instruction instr-id='1020' subinstr-id='42'/>
+         <instruction instr-id='1020' subinstr-id='44'/>
+         <instruction instr-id='1020' subinstr-id='46'/>
+         <instruction instr-id='1020' subinstr-id='48'/>
+         <instruction instr-id='1020' subinstr-id='50'/>
+         <instruction instr-id='1020' subinstr-id='52'/>
+         <instruction instr-id='1020' subinstr-id='54'/>
+         <instruction instr-id='1020' subinstr-id='58'/>
+         <instruction instr-id='1020' subinstr-id='60'/>
+         <instruction instr-id='1020' subinstr-id='62'/>
+         <instruction instr-id='1020' subinstr-id='64'/>
+         <instruction instr-id='1020' subinstr-id='66'/>
+         <instruction instr-id='1020' subinstr-id='68'/>
+         <instruction instr-id='1020' subinstr-id='70'/>
+         <instruction instr-id='1020' subinstr-id='72'/>
+         <instruction instr-id='1020' subinstr-id='74'/>
+         <instruction instr-id='1048'/>
+         <instruction instr-id='1048' subinstr-id='2'/>
+         <instruction instr-id='1048' subinstr-id='4'/>
+         <instruction instr-id='1048' subinstr-id='6'/>
+         <instruction instr-id='1076'/>
+         <instruction instr-id='1076' subinstr-id='2'/>
+         <instruction instr-id='1076' subinstr-id='4'/>
+         <instruction instr-id='1076' subinstr-id='6'/>
+         <instruction instr-id='1076' subinstr-id='8'/>
+         <instruction instr-id='1104'/>
+         <instruction instr-id='1104' subinstr-id='2'/>
+         <instruction instr-id='1104' subinstr-id='4'/>
+         <instruction instr-id='1104' subinstr-id='6'/>
+         <instruction instr-id='1104' subinstr-id='8'/>
+         <instruction instr-id='1161'/>
+         <instruction instr-id='1161' subinstr-id='2'/>
+         <instruction instr-id='1161' subinstr-id='4'/>
+         <instruction instr-id='1161' subinstr-id='6'/>
+         <instruction instr-id='1161' subinstr-id='8'/>
+         <instruction instr-id='1161' subinstr-id='10'/>
+         <instruction instr-id='1161' subinstr-id='12'/>
+         <instruction instr-id='1161' subinstr-id='14'/>
+         <instruction instr-id='1161' subinstr-id='16'/>
+         <instruction instr-id='1161' subinstr-id='20'/>
+         <instruction instr-id='1161' subinstr-id='22'/>
+         <instruction instr-id='1161' subinstr-id='24'/>
+         <instruction instr-id='1161' subinstr-id='28'/>
+         <instruction instr-id='1161' subinstr-id='30'/>
+         <instruction instr-id='1161' subinstr-id='32'/>
+         <instruction instr-id='1161' subinstr-id='34'/>
+         <instruction instr-id='1161' subinstr-id='36'/>
+         <instruction instr-id='1161' subinstr-id='38'/>
+         <instruction instr-id='1161' subinstr-id='40'/>
+         <instruction instr-id='1161' subinstr-id='42'/>
+         <instruction instr-id='1161' subinstr-id='44'/>
+         <instruction instr-id='1161' subinstr-id='48'/>
+         <instruction instr-id='1161' subinstr-id='50'/>
+         <instruction instr-id='1161' subinstr-id='54'/>
+         <instruction instr-id='1161' subinstr-id='56'/>
+         <instruction instr-id='1161' subinstr-id='58'/>
+         <instruction instr-id='1161' subinstr-id='60'/>
+         <instruction instr-id='1161' subinstr-id='62'/>
+         <instruction instr-id='1161' subinstr-id='64'/>
+         <instruction instr-id='1161' subinstr-id='66'/>
+         <instruction instr-id='1161' subinstr-id='68'/>
+         <instruction instr-id='1190'/>
+         <instruction instr-id='1190' subinstr-id='2'/>
+         <instruction instr-id='1190' subinstr-id='4'/>
+         <instruction instr-id='1190' subinstr-id='6'/>
+         <instruction instr-id='1190' subinstr-id='8'/>
+         <instruction instr-id='1219'/>
+         <instruction instr-id='1219' subinstr-id='2'/>
+         <instruction instr-id='1219' subinstr-id='4'/>
+         <instruction instr-id='1219' subinstr-id='6'/>
+         <instruction instr-id='1219' subinstr-id='8'/>
+         <instruction instr-id='1248'/>
+         <instruction instr-id='1248' subinstr-id='2'/>
+         <instruction instr-id='1248' subinstr-id='4'/>
+         <instruction instr-id='1248' subinstr-id='6'/>
+         <instruction instr-id='1248' subinstr-id='8'/>
+         <instruction instr-id='1304'/>
+         <instruction instr-id='1304' subinstr-id='2'/>
+         <instruction instr-id='1304' subinstr-id='4'/>
+         <instruction instr-id='1304' subinstr-id='6'/>
+         <instruction instr-id='1304' subinstr-id='8'/>
+         <instruction instr-id='1304' subinstr-id='10'/>
+         <instruction instr-id='1304' subinstr-id='12'/>
+         <instruction instr-id='1304' subinstr-id='14'/>
+         <instruction instr-id='1304' subinstr-id='16'/>
+         <instruction instr-id='1304' subinstr-id='20'/>
+         <instruction instr-id='1304' subinstr-id='22'/>
+         <instruction instr-id='1304' subinstr-id='24'/>
+         <instruction instr-id='1304' subinstr-id='26'/>
+         <instruction instr-id='1304' subinstr-id='28'/>
+         <instruction instr-id='1304' subinstr-id='30'/>
+         <instruction instr-id='1304' subinstr-id='32'/>
+         <instruction instr-id='1304' subinstr-id='34'/>
+         <instruction instr-id='1304' subinstr-id='36'/>
+         <instruction instr-id='1304' subinstr-id='38'/>
+         <instruction instr-id='1304' subinstr-id='42'/>
+         <instruction instr-id='1304' subinstr-id='44'/>
+         <instruction instr-id='1304' subinstr-id='46'/>
+         <instruction instr-id='1304' subinstr-id='48'/>
+         <instruction instr-id='1304' subinstr-id='50'/>
+         <instruction instr-id='1304' subinstr-id='52'/>
+         <instruction instr-id='1304' subinstr-id='54'/>
+         <instruction instr-id='1332'/>
+         <instruction instr-id='1332' subinstr-id='2'/>
+         <instruction instr-id='1332' subinstr-id='4'/>
+         <instruction instr-id='1332' subinstr-id='6'/>
+         <instruction instr-id='1332' subinstr-id='8'/>
+         <instruction instr-id='1360'/>
+         <instruction instr-id='1360' subinstr-id='2'/>
+         <instruction instr-id='1360' subinstr-id='4'/>
+         <instruction instr-id='1360' subinstr-id='6'/>
+         <instruction instr-id='1360' subinstr-id='8'/>
+         <instruction instr-id='1388'/>
+         <instruction instr-id='1388' subinstr-id='2'/>
+         <instruction instr-id='1388' subinstr-id='4'/>
+         <instruction instr-id='1388' subinstr-id='6'/>
+         <instruction instr-id='1445'/>
+         <instruction instr-id='1445' subinstr-id='2'/>
+         <instruction instr-id='1445' subinstr-id='4'/>
+         <instruction instr-id='1445' subinstr-id='6'/>
+         <instruction instr-id='1445' subinstr-id='8'/>
+         <instruction instr-id='1445' subinstr-id='10'/>
+         <instruction instr-id='1445' subinstr-id='12'/>
+         <instruction instr-id='1445' subinstr-id='14'/>
+         <instruction instr-id='1445' subinstr-id='16'/>
+         <instruction instr-id='1445' subinstr-id='20'/>
+         <instruction instr-id='1445' subinstr-id='22'/>
+         <instruction instr-id='1445' subinstr-id='24'/>
+         <instruction instr-id='1445' subinstr-id='26'/>
+         <instruction instr-id='1445' subinstr-id='28'/>
+         <instruction instr-id='1445' subinstr-id='30'/>
+         <instruction instr-id='1445' subinstr-id='32'/>
+         <instruction instr-id='1473'/>
+         <instruction instr-id='1473' subinstr-id='2'/>
+         <instruction instr-id='1473' subinstr-id='4'/>
+         <instruction instr-id='1473' subinstr-id='6'/>
+         <instruction instr-id='1473' subinstr-id='8'/>
+         <instruction instr-id='1501'/>
+         <instruction instr-id='1501' subinstr-id='2'/>
+         <instruction instr-id='1501' subinstr-id='4'/>
+         <instruction instr-id='1501' subinstr-id='6'/>
+         <instruction instr-id='1529'/>
+         <instruction instr-id='1529' subinstr-id='2'/>
+         <instruction instr-id='1529' subinstr-id='4'/>
+         <instruction instr-id='1529' subinstr-id='6'/>
+         <bounding-box x1='62' y1='277' x2='354' y2='388'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-str.xml
new file mode 100644
index 00000000..f5de3080
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023-str.xml
@@ -0,0 +1,523 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-023-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="62" x2="190" y1="379" y2="388"/>
+                <content>How often do you feel this way?</content>
+                <instruction instr-id="111" subinstr-id="0"/>
+                <instruction instr-id="111" subinstr-id="2"/>
+                <instruction instr-id="111" subinstr-id="4"/>
+                <instruction instr-id="111" subinstr-id="8"/>
+                <instruction instr-id="111" subinstr-id="10"/>
+                <instruction instr-id="111" subinstr-id="12"/>
+                <instruction instr-id="111" subinstr-id="14"/>
+                <instruction instr-id="111" subinstr-id="16"/>
+                <instruction instr-id="111" subinstr-id="20"/>
+                <instruction instr-id="111" subinstr-id="22"/>
+                <instruction instr-id="111" subinstr-id="26"/>
+                <instruction instr-id="111" subinstr-id="28"/>
+                <instruction instr-id="111" subinstr-id="30"/>
+                <instruction instr-id="111" subinstr-id="34"/>
+                <instruction instr-id="111" subinstr-id="36"/>
+                <instruction instr-id="111" subinstr-id="38"/>
+                <instruction instr-id="111" subinstr-id="40"/>
+                <instruction instr-id="111" subinstr-id="44"/>
+                <instruction instr-id="111" subinstr-id="46"/>
+                <instruction instr-id="111" subinstr-id="48"/>
+                <instruction instr-id="111" subinstr-id="50"/>
+                <instruction instr-id="111" subinstr-id="54"/>
+                <instruction instr-id="111" subinstr-id="56"/>
+                <instruction instr-id="111" subinstr-id="58"/>
+                <instruction instr-id="111" subinstr-id="60"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="230" x2="254" y1="379" y2="388"/>
+                <content>Never</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+                <instruction instr-id="140" subinstr-id="2"/>
+                <instruction instr-id="140" subinstr-id="4"/>
+                <instruction instr-id="140" subinstr-id="6"/>
+                <instruction instr-id="140" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="269" x2="315" y1="379" y2="388"/>
+                <content>Sometimes</content>
+                <instruction instr-id="169" subinstr-id="0"/>
+                <instruction instr-id="169" subinstr-id="2"/>
+                <instruction instr-id="169" subinstr-id="4"/>
+                <instruction instr-id="169" subinstr-id="6"/>
+                <instruction instr-id="169" subinstr-id="8"/>
+                <instruction instr-id="169" subinstr-id="10"/>
+                <instruction instr-id="169" subinstr-id="12"/>
+                <instruction instr-id="169" subinstr-id="14"/>
+                <instruction instr-id="169" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="330" x2="353" y1="379" y2="388"/>
+                <content>Often</content>
+                <instruction instr-id="198" subinstr-id="0"/>
+                <instruction instr-id="198" subinstr-id="2"/>
+                <instruction instr-id="198" subinstr-id="4"/>
+                <instruction instr-id="198" subinstr-id="6"/>
+                <instruction instr-id="198" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="62" x2="129" y1="368" y2="377"/>
+                <content>Left out of things</content>
+                <instruction instr-id="285" subinstr-id="0"/>
+                <instruction instr-id="285" subinstr-id="2"/>
+                <instruction instr-id="285" subinstr-id="4"/>
+                <instruction instr-id="285" subinstr-id="6"/>
+                <instruction instr-id="285" subinstr-id="10"/>
+                <instruction instr-id="285" subinstr-id="12"/>
+                <instruction instr-id="285" subinstr-id="14"/>
+                <instruction instr-id="285" subinstr-id="18"/>
+                <instruction instr-id="285" subinstr-id="20"/>
+                <instruction instr-id="285" subinstr-id="24"/>
+                <instruction instr-id="285" subinstr-id="26"/>
+                <instruction instr-id="285" subinstr-id="28"/>
+                <instruction instr-id="285" subinstr-id="30"/>
+                <instruction instr-id="285" subinstr-id="32"/>
+                <instruction instr-id="285" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="229" x2="254" y1="368" y2="377"/>
+                <content>27.9%</content>
+                <instruction instr-id="314" subinstr-id="0"/>
+                <instruction instr-id="314" subinstr-id="2"/>
+                <instruction instr-id="314" subinstr-id="4"/>
+                <instruction instr-id="314" subinstr-id="6"/>
+                <instruction instr-id="314" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="279" x2="305" y1="368" y2="377"/>
+                <content>52.2%</content>
+                <instruction instr-id="343" subinstr-id="0"/>
+                <instruction instr-id="343" subinstr-id="2"/>
+                <instruction instr-id="343" subinstr-id="4"/>
+                <instruction instr-id="343" subinstr-id="6"/>
+                <instruction instr-id="343" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="329" x2="354" y1="368" y2="377"/>
+                <content>19.9%</content>
+                <instruction instr-id="372" subinstr-id="0"/>
+                <instruction instr-id="372" subinstr-id="2"/>
+                <instruction instr-id="372" subinstr-id="4"/>
+                <instruction instr-id="372" subinstr-id="6"/>
+                <instruction instr-id="372" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="62" x2="97" y1="357" y2="366"/>
+                <content>Helpless</content>
+                <instruction instr-id="452" subinstr-id="0"/>
+                <instruction instr-id="452" subinstr-id="2"/>
+                <instruction instr-id="452" subinstr-id="4"/>
+                <instruction instr-id="452" subinstr-id="6"/>
+                <instruction instr-id="452" subinstr-id="8"/>
+                <instruction instr-id="452" subinstr-id="10"/>
+                <instruction instr-id="452" subinstr-id="12"/>
+                <instruction instr-id="452" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="229" x2="254" y1="357" y2="366"/>
+                <content>25.5%</content>
+                <instruction instr-id="480" subinstr-id="0"/>
+                <instruction instr-id="480" subinstr-id="2"/>
+                <instruction instr-id="480" subinstr-id="4"/>
+                <instruction instr-id="480" subinstr-id="6"/>
+                <instruction instr-id="480" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="279" x2="305" y1="357" y2="366"/>
+                <content>50.1%</content>
+                <instruction instr-id="508" subinstr-id="0"/>
+                <instruction instr-id="508" subinstr-id="2"/>
+                <instruction instr-id="508" subinstr-id="4"/>
+                <instruction instr-id="508" subinstr-id="6"/>
+                <instruction instr-id="508" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="329" x2="354" y1="357" y2="366"/>
+                <content>24.4%</content>
+                <instruction instr-id="536" subinstr-id="0"/>
+                <instruction instr-id="536" subinstr-id="2"/>
+                <instruction instr-id="536" subinstr-id="4"/>
+                <instruction instr-id="536" subinstr-id="6"/>
+                <instruction instr-id="536" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="62" x2="100" y1="346" y2="355"/>
+                <content>Hopeless</content>
+                <instruction instr-id="593" subinstr-id="0"/>
+                <instruction instr-id="593" subinstr-id="2"/>
+                <instruction instr-id="593" subinstr-id="4"/>
+                <instruction instr-id="593" subinstr-id="6"/>
+                <instruction instr-id="593" subinstr-id="8"/>
+                <instruction instr-id="593" subinstr-id="10"/>
+                <instruction instr-id="593" subinstr-id="12"/>
+                <instruction instr-id="593" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="229" x2="254" y1="346" y2="355"/>
+                <content>32.4%</content>
+                <instruction instr-id="622" subinstr-id="0"/>
+                <instruction instr-id="622" subinstr-id="2"/>
+                <instruction instr-id="622" subinstr-id="4"/>
+                <instruction instr-id="622" subinstr-id="6"/>
+                <instruction instr-id="622" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="279" x2="305" y1="346" y2="355"/>
+                <content>43.5%</content>
+                <instruction instr-id="651" subinstr-id="0"/>
+                <instruction instr-id="651" subinstr-id="2"/>
+                <instruction instr-id="651" subinstr-id="4"/>
+                <instruction instr-id="651" subinstr-id="6"/>
+                <instruction instr-id="651" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="329" x2="354" y1="346" y2="355"/>
+                <content>24.1%</content>
+                <instruction instr-id="680" subinstr-id="0"/>
+                <instruction instr-id="680" subinstr-id="2"/>
+                <instruction instr-id="680" subinstr-id="4"/>
+                <instruction instr-id="680" subinstr-id="6"/>
+                <instruction instr-id="680" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="62" x2="157" y1="334" y2="343"/>
+                <content>Tense and stressed out</content>
+                <instruction instr-id="736" subinstr-id="0"/>
+                <instruction instr-id="736" subinstr-id="2"/>
+                <instruction instr-id="736" subinstr-id="4"/>
+                <instruction instr-id="736" subinstr-id="6"/>
+                <instruction instr-id="736" subinstr-id="8"/>
+                <instruction instr-id="736" subinstr-id="12"/>
+                <instruction instr-id="736" subinstr-id="14"/>
+                <instruction instr-id="736" subinstr-id="16"/>
+                <instruction instr-id="736" subinstr-id="20"/>
+                <instruction instr-id="736" subinstr-id="22"/>
+                <instruction instr-id="736" subinstr-id="24"/>
+                <instruction instr-id="736" subinstr-id="26"/>
+                <instruction instr-id="736" subinstr-id="28"/>
+                <instruction instr-id="736" subinstr-id="30"/>
+                <instruction instr-id="736" subinstr-id="32"/>
+                <instruction instr-id="736" subinstr-id="34"/>
+                <instruction instr-id="736" subinstr-id="38"/>
+                <instruction instr-id="736" subinstr-id="40"/>
+                <instruction instr-id="736" subinstr-id="42"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="231" x2="252" y1="334" y2="343"/>
+                <content>3.1%</content>
+                <instruction instr-id="764" subinstr-id="0"/>
+                <instruction instr-id="764" subinstr-id="2"/>
+                <instruction instr-id="764" subinstr-id="4"/>
+                <instruction instr-id="764" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="279" x2="305" y1="334" y2="343"/>
+                <content>31.4%</content>
+                <instruction instr-id="792" subinstr-id="0"/>
+                <instruction instr-id="792" subinstr-id="2"/>
+                <instruction instr-id="792" subinstr-id="4"/>
+                <instruction instr-id="792" subinstr-id="6"/>
+                <instruction instr-id="792" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="329" x2="354" y1="334" y2="343"/>
+                <content>65.5%</content>
+                <instruction instr-id="820" subinstr-id="0"/>
+                <instruction instr-id="820" subinstr-id="2"/>
+                <instruction instr-id="820" subinstr-id="4"/>
+                <instruction instr-id="820" subinstr-id="6"/>
+                <instruction instr-id="820" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="62" x2="199" y1="323" y2="332"/>
+                <content>Overwhelmed by all you had to do</content>
+                <instruction instr-id="877" subinstr-id="0"/>
+                <instruction instr-id="877" subinstr-id="2"/>
+                <instruction instr-id="877" subinstr-id="4"/>
+                <instruction instr-id="877" subinstr-id="6"/>
+                <instruction instr-id="877" subinstr-id="8"/>
+                <instruction instr-id="877" subinstr-id="10"/>
+                <instruction instr-id="877" subinstr-id="12"/>
+                <instruction instr-id="877" subinstr-id="14"/>
+                <instruction instr-id="877" subinstr-id="16"/>
+                <instruction instr-id="877" subinstr-id="18"/>
+                <instruction instr-id="877" subinstr-id="20"/>
+                <instruction instr-id="877" subinstr-id="24"/>
+                <instruction instr-id="877" subinstr-id="26"/>
+                <instruction instr-id="877" subinstr-id="30"/>
+                <instruction instr-id="877" subinstr-id="32"/>
+                <instruction instr-id="877" subinstr-id="34"/>
+                <instruction instr-id="877" subinstr-id="38"/>
+                <instruction instr-id="877" subinstr-id="40"/>
+                <instruction instr-id="877" subinstr-id="42"/>
+                <instruction instr-id="877" subinstr-id="46"/>
+                <instruction instr-id="877" subinstr-id="48"/>
+                <instruction instr-id="877" subinstr-id="50"/>
+                <instruction instr-id="877" subinstr-id="54"/>
+                <instruction instr-id="877" subinstr-id="56"/>
+                <instruction instr-id="877" subinstr-id="60"/>
+                <instruction instr-id="877" subinstr-id="62"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="231" x2="252" y1="323" y2="332"/>
+                <content>6.2%</content>
+                <instruction instr-id="906" subinstr-id="0"/>
+                <instruction instr-id="906" subinstr-id="2"/>
+                <instruction instr-id="906" subinstr-id="4"/>
+                <instruction instr-id="906" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="279" x2="305" y1="323" y2="332"/>
+                <content>27.7%</content>
+                <instruction instr-id="935" subinstr-id="0"/>
+                <instruction instr-id="935" subinstr-id="2"/>
+                <instruction instr-id="935" subinstr-id="4"/>
+                <instruction instr-id="935" subinstr-id="6"/>
+                <instruction instr-id="935" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="329" x2="354" y1="323" y2="332"/>
+                <content>66.1%</content>
+                <instruction instr-id="964" subinstr-id="0"/>
+                <instruction instr-id="964" subinstr-id="2"/>
+                <instruction instr-id="964" subinstr-id="4"/>
+                <instruction instr-id="964" subinstr-id="6"/>
+                <instruction instr-id="964" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="62" x2="212" y1="312" y2="321"/>
+                <content>Exhausted (not from physical activity)</content>
+                <instruction instr-id="1020" subinstr-id="0"/>
+                <instruction instr-id="1020" subinstr-id="2"/>
+                <instruction instr-id="1020" subinstr-id="4"/>
+                <instruction instr-id="1020" subinstr-id="6"/>
+                <instruction instr-id="1020" subinstr-id="8"/>
+                <instruction instr-id="1020" subinstr-id="10"/>
+                <instruction instr-id="1020" subinstr-id="12"/>
+                <instruction instr-id="1020" subinstr-id="14"/>
+                <instruction instr-id="1020" subinstr-id="16"/>
+                <instruction instr-id="1020" subinstr-id="20"/>
+                <instruction instr-id="1020" subinstr-id="22"/>
+                <instruction instr-id="1020" subinstr-id="24"/>
+                <instruction instr-id="1020" subinstr-id="26"/>
+                <instruction instr-id="1020" subinstr-id="30"/>
+                <instruction instr-id="1020" subinstr-id="32"/>
+                <instruction instr-id="1020" subinstr-id="34"/>
+                <instruction instr-id="1020" subinstr-id="36"/>
+                <instruction instr-id="1020" subinstr-id="40"/>
+                <instruction instr-id="1020" subinstr-id="42"/>
+                <instruction instr-id="1020" subinstr-id="44"/>
+                <instruction instr-id="1020" subinstr-id="46"/>
+                <instruction instr-id="1020" subinstr-id="48"/>
+                <instruction instr-id="1020" subinstr-id="50"/>
+                <instruction instr-id="1020" subinstr-id="52"/>
+                <instruction instr-id="1020" subinstr-id="54"/>
+                <instruction instr-id="1020" subinstr-id="58"/>
+                <instruction instr-id="1020" subinstr-id="60"/>
+                <instruction instr-id="1020" subinstr-id="62"/>
+                <instruction instr-id="1020" subinstr-id="64"/>
+                <instruction instr-id="1020" subinstr-id="66"/>
+                <instruction instr-id="1020" subinstr-id="68"/>
+                <instruction instr-id="1020" subinstr-id="70"/>
+                <instruction instr-id="1020" subinstr-id="72"/>
+                <instruction instr-id="1020" subinstr-id="74"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="231" x2="252" y1="312" y2="321"/>
+                <content>7.2%</content>
+                <instruction instr-id="1048" subinstr-id="0"/>
+                <instruction instr-id="1048" subinstr-id="2"/>
+                <instruction instr-id="1048" subinstr-id="4"/>
+                <instruction instr-id="1048" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="279" x2="305" y1="312" y2="321"/>
+                <content>34.3%</content>
+                <instruction instr-id="1076" subinstr-id="0"/>
+                <instruction instr-id="1076" subinstr-id="2"/>
+                <instruction instr-id="1076" subinstr-id="4"/>
+                <instruction instr-id="1076" subinstr-id="6"/>
+                <instruction instr-id="1076" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="329" x2="354" y1="312" y2="321"/>
+                <content>58.5%</content>
+                <instruction instr-id="1104" subinstr-id="0"/>
+                <instruction instr-id="1104" subinstr-id="2"/>
+                <instruction instr-id="1104" subinstr-id="4"/>
+                <instruction instr-id="1104" subinstr-id="6"/>
+                <instruction instr-id="1104" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="62" x2="198" y1="301" y2="310"/>
+                <content>Depressed and difficult to function</content>
+                <instruction instr-id="1161" subinstr-id="0"/>
+                <instruction instr-id="1161" subinstr-id="2"/>
+                <instruction instr-id="1161" subinstr-id="4"/>
+                <instruction instr-id="1161" subinstr-id="6"/>
+                <instruction instr-id="1161" subinstr-id="8"/>
+                <instruction instr-id="1161" subinstr-id="10"/>
+                <instruction instr-id="1161" subinstr-id="12"/>
+                <instruction instr-id="1161" subinstr-id="14"/>
+                <instruction instr-id="1161" subinstr-id="16"/>
+                <instruction instr-id="1161" subinstr-id="20"/>
+                <instruction instr-id="1161" subinstr-id="22"/>
+                <instruction instr-id="1161" subinstr-id="24"/>
+                <instruction instr-id="1161" subinstr-id="28"/>
+                <instruction instr-id="1161" subinstr-id="30"/>
+                <instruction instr-id="1161" subinstr-id="32"/>
+                <instruction instr-id="1161" subinstr-id="34"/>
+                <instruction instr-id="1161" subinstr-id="36"/>
+                <instruction instr-id="1161" subinstr-id="38"/>
+                <instruction instr-id="1161" subinstr-id="40"/>
+                <instruction instr-id="1161" subinstr-id="42"/>
+                <instruction instr-id="1161" subinstr-id="44"/>
+                <instruction instr-id="1161" subinstr-id="48"/>
+                <instruction instr-id="1161" subinstr-id="50"/>
+                <instruction instr-id="1161" subinstr-id="54"/>
+                <instruction instr-id="1161" subinstr-id="56"/>
+                <instruction instr-id="1161" subinstr-id="58"/>
+                <instruction instr-id="1161" subinstr-id="60"/>
+                <instruction instr-id="1161" subinstr-id="62"/>
+                <instruction instr-id="1161" subinstr-id="64"/>
+                <instruction instr-id="1161" subinstr-id="66"/>
+                <instruction instr-id="1161" subinstr-id="68"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="229" x2="254" y1="301" y2="310"/>
+                <content>38.2%</content>
+                <instruction instr-id="1190" subinstr-id="0"/>
+                <instruction instr-id="1190" subinstr-id="2"/>
+                <instruction instr-id="1190" subinstr-id="4"/>
+                <instruction instr-id="1190" subinstr-id="6"/>
+                <instruction instr-id="1190" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="279" x2="305" y1="301" y2="310"/>
+                <content>37.6%</content>
+                <instruction instr-id="1219" subinstr-id="0"/>
+                <instruction instr-id="1219" subinstr-id="2"/>
+                <instruction instr-id="1219" subinstr-id="4"/>
+                <instruction instr-id="1219" subinstr-id="6"/>
+                <instruction instr-id="1219" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="329" x2="354" y1="301" y2="310"/>
+                <content>24.2%</content>
+                <instruction instr-id="1248" subinstr-id="0"/>
+                <instruction instr-id="1248" subinstr-id="2"/>
+                <instruction instr-id="1248" subinstr-id="4"/>
+                <instruction instr-id="1248" subinstr-id="6"/>
+                <instruction instr-id="1248" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="62" x2="177" y1="290" y2="299"/>
+                <content>Seriously considered suicide</content>
+                <instruction instr-id="1304" subinstr-id="0"/>
+                <instruction instr-id="1304" subinstr-id="2"/>
+                <instruction instr-id="1304" subinstr-id="4"/>
+                <instruction instr-id="1304" subinstr-id="6"/>
+                <instruction instr-id="1304" subinstr-id="8"/>
+                <instruction instr-id="1304" subinstr-id="10"/>
+                <instruction instr-id="1304" subinstr-id="12"/>
+                <instruction instr-id="1304" subinstr-id="14"/>
+                <instruction instr-id="1304" subinstr-id="16"/>
+                <instruction instr-id="1304" subinstr-id="20"/>
+                <instruction instr-id="1304" subinstr-id="22"/>
+                <instruction instr-id="1304" subinstr-id="24"/>
+                <instruction instr-id="1304" subinstr-id="26"/>
+                <instruction instr-id="1304" subinstr-id="28"/>
+                <instruction instr-id="1304" subinstr-id="30"/>
+                <instruction instr-id="1304" subinstr-id="32"/>
+                <instruction instr-id="1304" subinstr-id="34"/>
+                <instruction instr-id="1304" subinstr-id="36"/>
+                <instruction instr-id="1304" subinstr-id="38"/>
+                <instruction instr-id="1304" subinstr-id="42"/>
+                <instruction instr-id="1304" subinstr-id="44"/>
+                <instruction instr-id="1304" subinstr-id="46"/>
+                <instruction instr-id="1304" subinstr-id="48"/>
+                <instruction instr-id="1304" subinstr-id="50"/>
+                <instruction instr-id="1304" subinstr-id="52"/>
+                <instruction instr-id="1304" subinstr-id="54"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="229" x2="254" y1="290" y2="299"/>
+                <content>85.6%</content>
+                <instruction instr-id="1332" subinstr-id="0"/>
+                <instruction instr-id="1332" subinstr-id="2"/>
+                <instruction instr-id="1332" subinstr-id="4"/>
+                <instruction instr-id="1332" subinstr-id="6"/>
+                <instruction instr-id="1332" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="279" x2="305" y1="290" y2="299"/>
+                <content>11.3%</content>
+                <instruction instr-id="1360" subinstr-id="0"/>
+                <instruction instr-id="1360" subinstr-id="2"/>
+                <instruction instr-id="1360" subinstr-id="4"/>
+                <instruction instr-id="1360" subinstr-id="6"/>
+                <instruction instr-id="1360" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="331" x2="352" y1="290" y2="299"/>
+                <content>3.1%</content>
+                <instruction instr-id="1388" subinstr-id="0"/>
+                <instruction instr-id="1388" subinstr-id="2"/>
+                <instruction instr-id="1388" subinstr-id="4"/>
+                <instruction instr-id="1388" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="62" x2="143" y1="277" y2="288"/>
+                <content>Attempted suicide</content>
+                <instruction instr-id="1445" subinstr-id="0"/>
+                <instruction instr-id="1445" subinstr-id="2"/>
+                <instruction instr-id="1445" subinstr-id="4"/>
+                <instruction instr-id="1445" subinstr-id="6"/>
+                <instruction instr-id="1445" subinstr-id="8"/>
+                <instruction instr-id="1445" subinstr-id="10"/>
+                <instruction instr-id="1445" subinstr-id="12"/>
+                <instruction instr-id="1445" subinstr-id="14"/>
+                <instruction instr-id="1445" subinstr-id="16"/>
+                <instruction instr-id="1445" subinstr-id="20"/>
+                <instruction instr-id="1445" subinstr-id="22"/>
+                <instruction instr-id="1445" subinstr-id="24"/>
+                <instruction instr-id="1445" subinstr-id="26"/>
+                <instruction instr-id="1445" subinstr-id="28"/>
+                <instruction instr-id="1445" subinstr-id="30"/>
+                <instruction instr-id="1445" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="229" x2="254" y1="279" y2="288"/>
+                <content>97.1%</content>
+                <instruction instr-id="1473" subinstr-id="0"/>
+                <instruction instr-id="1473" subinstr-id="2"/>
+                <instruction instr-id="1473" subinstr-id="4"/>
+                <instruction instr-id="1473" subinstr-id="6"/>
+                <instruction instr-id="1473" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="282" x2="302" y1="279" y2="288"/>
+                <content>1.9%</content>
+                <instruction instr-id="1501" subinstr-id="0"/>
+                <instruction instr-id="1501" subinstr-id="2"/>
+                <instruction instr-id="1501" subinstr-id="4"/>
+                <instruction instr-id="1501" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="331" x2="352" y1="279" y2="288"/>
+                <content>1.0%</content>
+                <instruction instr-id="1529" subinstr-id="0"/>
+                <instruction instr-id="1529" subinstr-id="2"/>
+                <instruction instr-id="1529" subinstr-id="4"/>
+                <instruction instr-id="1529" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..8cad8a4f15081fcf49d60ec9fbb1cd04ff00a884
GIT binary patch
literal 116166
zcmd43c|4T=`!*~~$t09aB4i0+6tXq;#+rSNv4&8Hv5d6{VKCMt`%rcg(rA)oUqX>m
zmJCKDGxkv3@0mW|@9+D(p8NNEUeEp4-Td`2*LBT%Ip4>59LITH9}$zw+EN!_ax5aV
z#G&^r7X{7>__}xr*h%a8xVoX;Tm_^ry9Ie(b2HP?6p*=iQ9$hX@85KEbnkxuW?*1I
z22eld=H^RFOM82JOiWCN4jsZ^FqW2<U0q%3>gsiMb@lc2NZLOa7Z(%?h4iO>AP`7!
zaByE=pR%&@?Cfk?TbrJqo`Hb@g+j5hvGMcs`}OM=8ynl^<|YRRhoYk5;^JaVOiXli
zbar-jUS6JnfWVI*KZb^e<mKh1rKKk)CqIAweB;KA($dn(%F4*d$kx_YQ&UrKZ*Lq9
zH$Fbj%gg)o=g(88PHk^*=j7yYadG+j`aXXAn3I$9`}gmBe0)w$PIvCy(bUu&7#N6)
zi(6P&5ET_IC@6UU{(X6Qxu>URQBhG~U|@K7I2;Zi8yl;ssaaoN*U{0DkdTm)lIrQ{
zxp3ja$&)8vym-;v+&nioXJTT46sLY}-@aW~SZHi){OZ*!4-XHd3-vQSJ>AgIFf%jb
z?(SYyRrTr9r}O8}U%q@fBO@a#D@#pHO+i7Ssi{dsL}Yb!6_3XY3JPMeSX*0LIXSuI
z<z;qu_LP(qq&xL<_wHRoL&Nm+^aBSDgoTBn(dajC-oRk6`1p8wdirC>jwK}}B_t&H
z`}>cKjL6E$c64-<m6aVmdep(eAuTQK>eZ`uc6J&X8g6cG-QC@xp`l10>c`&R-qqDr
zRaN!u*|Us{jP331Boe8=zn`0%8w!Qqx^*ieBEs6*x}>D!;K75}u3a-TGqbR;5Ed48
zbadqB=a-R@dGh4RxpU{7ot;mdIC1IHB}qw1B9VCg`t{SNPrrTpR!B%FIXRh!hbJ{P
zRaaLRDMtNhX=xole%#B;D<~)^BqSt1KmXpnd%3x}0RaIZ<o+-JCvMN;=Hp5|J1lbl
z93mDtoJHD9PEJ99daTS?R8{|diQ<1=a@o_}-Ob<4=b9Tz!0v*aynwV{pl^Vizvp$2
z0DBf`i;!Dx0@4VdYrd|YKG*;ADGLAj6isK8o3^h{fPl1xr?(qQO4IkID~q&wpi2Pl
ze(F;$u>AWm0@M+h{p;b>`~LI6O8?V?&3wI`eg03MEdQTRHd7LyP5}(VOhJJ9oBxkB
zx^Uq?uhsIs>FaNP%lVqyKdbp)Q`7TyzV5~%t?hXeESi9{_D$yix65u|xxgQ<xcOWU
z@DPx>Ag7?nB5m#I3jRZ0R+dFt*NwWo0v9jHu}Eur2B1vb{Iz_&Z~6MTfhAO=E(R*V
z-_6;Z1)aC@5_6k(Eaz<a+sfq1Yr-(EwgWt#bL^?FqXfE~c!+Y(^{$a)G4=H=yappZ
zr;}b^y;Oez;d%3Bs>lJZPv1{@x4nLG@QRaraQpf76@?eMlfSlJ>|0OcEjRHN)?-ym
zwLYcm``=sd8(9axvM-w=5mwg)T*1Nl|M{<;_l{J{(fpJI<efiRi0sz~3lKU^3`01f
zCsEf&I6k&DEHdAmxf;MIPnJ}s=RtFw)>v<Qb8?&0YLcDuJhY}{{B`G))nx;SGeg}n
zI~2|Qi>@vue7~!8A!^)MaO-iYZV|&AGY{JS-cH+cXYAvli*E*Z+`|oAgy$}Ger{V<
zE@dIu9nx<;6R>yMsMwb^B2TKxd0#7BG-M67|E6h~<<X1I4Q0i-{VZ8Y?}+!qyZmQ3
zZ_1#TP3nDFPpjWdh1{G8Jnh2ZOXdrg#cy5<Uyaz|lZ#gPg5`HQApYC8LrsHiHhJ;P
z{`-3ru|EwuWc$TBicoTmf{H%do!4iZzZR-?9pd2m*k+d#Zwx!=Go|k1-DUS|rpANL
zm$2$5d}u0S$0|T#Dz2c-?jVKvPlMr(>V`StW&I}6j!eg*@G0@o&zaW;@ofhk#?M4n
z&foHQptN|M;bb=deK4kkcNve?xJI?g-tx6l779d1CJM?jYff|e2x^O1yWB-Ofi+7#
zOMdoFh)>COb8A)LkhD12gh|biG~^t4vSbHe{;WmiOXvz0(&wgT7t28s&m7nS`+IUx
z3W?2=_o_Tpe*ct3i-v{MslBcBz4b&(=AIq7VJOX9rFDg^$L$0*&dzr_HdsL(&$=3t
zlJ_a?K*v8rHJsV}A(d62vzTMaM2dxeB1)fdoEchm|J2=T_-M8tt}%&q6wbzeW%&95
z%T*Bhv|ev@k}1^iAp1Wf2wL}?G@ZQ(#!rhCk6<Jx#yc{~;z`ta;9??!*=K4v{EuN2
z#R|uywEa8U;#mj}oRGG8LGTuDu%on)8)R6`y8HH{ac}-!-<w}egDL%mq38!wECtKb
zo0IIw6}6b7-kE>MhlB#&^Ay0o*GFA1zT0*Ak8}{@PUkf-X2Kh6QFdHUzTwNJ%`uJf
zuhTQ$->t}Br0#|V9kMRj#(6jQ-bPD&4%i+#*!;PzVOZmuOSr3x%WU>>PV})}St0M5
zk2=4%53<So)RPJ{?Bb%UKCfz4d9CsLI9nSZ!8P@(kbfV<_B>d+vDz;MdD6yH2K~;n
zbc1m!W4roN($CYps$xERLrP!A7NoT9F7PWeOYNZux!ukDht+)yt9_|A#YA<VhcQht
zjP2GvWO5*Xv2C1BATN!rEDQd=RSjLS`w`WAO>m#_8yos*gbra()PmRhvqTfmAVVG5
zc6D-)UK;(ws*&`A+;_TFdX}x(S1T<0_DsF?Vbw1AgHwvC+QyyO(>y$vw0&Ow{-qM)
ztvWUpfL=^?kAlL32|N8wUoEAT#%2H9dXs;xU$tuR0y%noMj<7saV2XaxxCHbPsBNE
zg$3c5r;L)h755`8_m^FupR+Y)D8{T@XvBP_#n35!?>B1@_;1^OW%9vfo!JAEs%(-a
z6+z+q<F6JRPvST0z~vY7y%hQadJ<-}mJa6z?Z!2&9G{J1ec(@&q(+PGQMgEAN8i<q
z>vwhNqOKqL$n~+}*>W2_+xFq4Cs~-|Mnh5j2XE9~*_TCM`SR&j+4|Z+PwpVnnGN3G
zO3DGpoLdh&jv&_br5*cDXkiZQe2|bLpAF!D^E`ReJKNIV&-H24bn4#QlEvn-Q#We&
zdph`u!9o0*3f|fGomZ#sPMy4z{LK5<5axuvaNWk*BjkmolXSOkeP3&XxTKsBCr`oe
zVqYSj?G1(oo#sbReU7|6n7f4>&)u42=ub2n@f**5#kx;_i);+<TFvaOx!}pY)x11h
zN&3T8Q+epK!iS(YSq`n45^)?1)x&L{&j=p<6^C#NpUGF*KB{?r$ddixS?Jt;%FA@c
z5j*#&?YZT*ZNJtYN*v`szKw6W{`|<L9mY^x^XR4F&&(ECw;uobWae`|DfN)OeAJ<b
zUcvG4$J3zv=*Z5h7xU{5zvy3X{&;#6eoSx3Cu<z(w{!B9Y)7+~<eT6ApOrV()`N?m
zw;eaY-#mGtEs+&2vNp?5m*N$hj`8|UX2jpRziAP+!-y;Ma2Xu?q*I~=Kl_&Qp~!xD
z-tD7z*|Xy9X9Ww_@9yCkuu}7h&K-39qU4WNj2eEnL(FHhYD5>=OcDt@ZKyQ6b7_ku
z(2U;$PxWB|gr~2%l{jkgwddX~vSSlMw%tf=*VbgdpCTN5soA9dW@WJLngQMg49K6A
zkTLby;pM`J-n**ZA1`cY>~H2x*DpUWu2;CU&@%6->=20h)%Fx;zNR6X?Z2MyWn7q(
z{|Phv9q$=aNzyhg<U;$qYt#}M>OxbFT-3?HDETjs_a~~qJ(Q2^8&o16#irezocjpJ
zlPiUVhUx37wH?|yd?$i?U%#yz@2V`=t7RqpXy4;kWFy24qeS!X@|!*T>^E|QhsT%%
zAA5_`^l^^Ld+-yY)BEWvmJ97$U@9p6jkj(gW4e0T*j~^xuA%zzL@(uF${bX(rsH?^
zZ~+_p?qYCxOG@pVv?K1@1zqn$4)G;(9Yg=1hj6QqgT!v?yUf_1bT5&7Gv~r<JgKzl
z8>zPGTlSmvU=|_}s{1V53o`MfP*h4G>4@N{^h1(=ftPV8%B|U|b~wptLN*=3jwM;{
zA8v*(+q?93z5vn4&962%<fIc7TQnK-IxI4Qee<CtS;%2tWwgHSlB|L`2loMcpWzH}
zqk>`U37JtjL#r)VLl%Z|TR}TAJ7X?7?@-3xp;Zy+XH}2zijUP!iAoArP!k{h1>O2h
zjMZ3nCz0LXZhK|FFAwj{HKJ^X)-D^%DtE$XqtNhIOE0qf`NMpYBh>mO$h`hC-=&9-
zXYhSM`8|bh`rN0#JAKoQ$(-jTJXjJw%fb69D}RwmdVGrQ!YuEQ)X01sQ>f|i5XFMe
zH^Rl=^js>6KyL_(yFcF7`CMz<jq6*l1REiDd9fq+`5FDFyDVo--*)gH6ER{m-paye
z9P&X=7XL5}xB+uK!<W7MxIMc3gL${`Ku|4W&*<r;OXEG#Y3mjS^s8&<6O^*uPHOuf
zn5BF)k*so?9$M3f{f-DpslEKle!*NSGC;b;o5v^KEJor9F7I$}mKkHN5t|RLsy=ME
z<n~Oi|4$ambELx9<LL5?)e^Qs?Zx}&DkCqiZof+KSDEGR?L3*|*89_-<_b*Sok)4S
z%hTJrW{W?`e_iy=d(r|TjCg~sXmgbqCx$qQcI)WNNkxhy_yv1~L!8j561GL^t(tJy
zxM2c^?P+w~_h8kKgT<eXH}k?%rX2sMs*GGpvzuYM(0yz7O4bJ%!}TnPES`>nMg^2>
z``1@9&rzlu_(fkT_Uw5T?wE>KyQVYLImaix(HH0Zpp#%8#tR$L9y6RrvUjGTW+Il>
z+YKX~tC4rmgo?yGB(IG_6zO?hQ2@jmJyX-_mSxd9%1kKkveuKfNjU!cxSdS|XTrOw
z14`r$qHbmGDb08B_%o|0g0eBJBUVE|3r%QAN5+uQ`%SH@=HC4Ha;wEoW;TLCpBl47
zPAVrFmzSU>te?mHtWY~R<IP8@O)@Xm_Y9wo*`&o3lPT{{Q79$q&<tg6uHBn)YE2i`
z?p~;R#(WF4-~A;0uwImCU(Svet|P(e&3i3hPLFl$`fi5*OhR{>g+f-a2B*#sH`6tX
z+~n?zbc|A6D<KrN;a<poNB^;X#FOrI#8fX+zeGDk1y46dyqFFNy%AD_ltWDDKb~ah
zgnppo8#;}DFJ7+$2j{|495dHm=;$K>?dLzO(!E~i`jyf?7hMxG;QGL8S{XOn@Q5&W
z|Mfu!$neeHBu7ct>h5d32=DmI(_>e9JEh4zw-tkbB&7X8`@}iSyycVfo@t_U_cuLU
zHi1uq7g*;n)rDlqtl-Ie4b{l+HhG`J6D~##Pmy<#*Rvkl@uLkaF<xbT7E^Af$#a60
zB>E0w!W>TXUa08%zRr~C29~Ov8{q``bA(b2iy2Dyk<+4*_FYaT{>Gn>JZ7g^ie#9y
zfA=DC_$eORPSs=4)U9=_`)L_UE@hp(O7Ba#Rw%_cE}gBm{pFJnD}l4!WW>>bJ!~Si
z>wauN9i7f0{b@J)pXvT)f9^`N-{~&N=XoTp6op)W3dZ_e`yTE^mzR57iyXQ1T)DRR
z@pMc9bL7+8<*!VScJjG<nW`y@jOi9TL13&RdIr7n8XLWqW))-G%48dCOnLW<mOJ%2
zE7EXZuRft>^7)u<RLFq6+o0BXgD~{c!icah{h6?f-=u?7$*!z>L#dq3QRggd`eNpA
zqS0gB(`sX4_h#ANvqs8`jp?2#{gPJt$Rbx@*R^DHY3~Gj$zrcUtVOIL?nk8BqUcO_
zWt}>lkEgQ`mT}}-(2~dfEX--l*kEAuz=TMdLa>(qg%m84;8uDA+tI3`4oe~OGsfV9
zHue@KN1H^DNS@3arKzDh>G#dNqZgZmEyncc@{txl^%<%z@*t*4{U0c!IogRM-x)1K
z3S<gB=UuuBd+4f-AcF;$rdfMCck134dtW|GD2fx8bn}Xd&+{BM5DmAPXiNC0nRVX<
z(#9$(P(d5D#=r$YZ?v^%b~E}CKE1YNkAV9>L5cqIoO*KKb3U4vB9>wH=!Dgn|4T?Z
zgbTetUVd<j{ZDy^<>eWQkV6TtJ`4Pt#!8B$6ylG8k$SnQ*O*xVuI|1o<3%g8*}_~4
zvyu8h@Jy@vtw*{LbuZJG6Z)Owa`=;6C#>w#kaCX?d~#yCckxQH*;y5`)k+8@6M3|=
zQVnmLxlt6PbN{{z{${zpNVaXnD|+L6uMic!LFUDWZvutL0`P+VYd^da+!#~mW|@aP
zPcBMbNyljKX;-|lx-CeKHr8f^o4y$pb9=|IDtf8E7I_r$2ht?=udymvRLq%GtpW(r
zm!)s{GQ1jER+h44zM{;G)yY=%@b?>i#C^bZezqt6sr6!Rr{}6iNkj=xIz)<mpMOmn
zQyFi2_94e&Zznk4-MPdSo)WmwooXa6x9Jv3#CqU!>qgqu-j()|JugTuOW`@2Po7vc
zv>27$LBns?4P8<|YX#qLlQ8OE;jw>!lvJC8j}=@>{1RoRHXc%$_4ZeOdSW{oj*#lR
zSB~H|Um?6}9bxT_)h_dJw5{}&{~3~(ooqbX-@L7rRNh_1I+9e>wnW)zW1yg2Iq!3{
zJ@OEuH~zu88V$1QD>m$;Lv9Khetx~4k`VfHD>D8p)_R`%_2nKSg>}c`1&bM$bWw&r
z4XLZu`A)pc;zjvJ90<?i8l><!v+}Bj@41#gJc3kbLkt;(j6oFU&AVMW(YjD13SAc1
zL|aynX5k+5?aYKReP1+G7`kigjT4N0ri^Jkft-AMNUy_Ri+Z0?SyHI2fAKqU_6S0p
zE$4{>dZq&TF=gsKyp#a&OCD7Xx^}O}R>A>JyK%-l%_SUV?}^k42+Wvk7f98JXfo5L
zv&EmMUwsH4)r95|zv)_(4qIJMBXD?qX|ESN8G=J?qD>9l1^A3jG3TPJU>g-yMli3*
zROF(rRjG;fb<_1W49Dx9<9Jc%^}8%{<$?#Yx($ZA?OJRzbC4EqihF(seznN0)-A4m
zi(80-3Pq=hf}Ng_xEQe9%M{;@vBc~eTkmoveUbiEabYZyqjKVHpw89I6juaGU?A5;
zHo{4cBzRibP^ZU7H>-=^IN7mfl?YD>XgAqtfADreUS9Pdh8J6NKT_i7qMz9f7ZZY8
zWbo=W=B10J`Pi7FnXUI!pbLHAm#TQo8sAy$k$lHks#GtMGhfd3c5*JWmPNGKo8;q4
zViP&@8`sl@N8)^h$m(#1YR;9ySC%<BJ8eR}ot;kQ{m>WZ@ivi*)j^4>0Da-py0Fq>
zSa_9;?4OgD#<)EFzfxS>|Cj|EHT56Kzp<F24^xLv-OL;6jFmC#TD!)u3YluXFww+1
z+0T|g*8QG35d}+%tGKNcxz^)^RlT{CA*?pE@cm|{zI7&|>G%rgV_odgLZT<5OgSHR
zLEQYS|J}!2fg0D`xzf`iw|B(2E7hy6A8e5(?_4t!mc*&ccN#wX^nhIUv#7zWF?0sd
zwugs~$bpBJUwg@ZY3wbeVHJb1e>dzMZutF}fb*FU1q61?GXPioqIkE~xJiI-=o<HH
z&xgo?ly4Hy+pwyED~{p*7wm&>5X_${%a6qNGKE#=#2{qHSo+RE%gw`|1nzLYt9-0{
zXFmdVsu$6zOPw(95VK8l2cgy9@4H=APC}V^>w;B6dqfF9xm4P{Pd@=YuJF5@^3S~x
zjs7p6x;KY(hQ$R6F(WeeKIBhN>wcj8j&u-}3bXb6FW4?<1!@3T5B~m<;?C`eY!<rO
zj?3|4(xj^NWHm2%Y-44`(ISRNtFb5PxffCOCd`-b5F~c{m}0v3c)V&qV83*VPaJ*6
zssg?C&iG*O>tj;RQ5!8{lGcWLb`nwdtW0J`)Wzci8+zm07|3WjJac2`*?SvvAU}_|
z^FOn-Dh<(xO6DXJSAQR7QsWk8>Sv$6;U~gR!C6Rjg@#<TytbTm9R1z0y<+RV%zM}B
z9oJS7?kHM}oJH6btbZDf&~wC_gb+3<@Tu9)#kl^Bh1v&R&9kfRg-6ndD1u<~EF^Yb
zt$ZGKsJ@vTd%ja20-qX|3MkkD%gT!l=ERD%H8e_k1-TbUD=bPtPsz%rrXm?DpP?p4
zP!}RUbHmrTZ!;tu<1(#0u|FMmse8-G?S^EG`2E{673NYaGDMc~wAdm)_*BR86{qWA
zMU7h4utoj5s}5VLTZ35;W^8j$DWyC`!Fzf!PH0MT(vK^I;aPFmVGnJA@ym`i+5+7a
zw1oh--aT<iTd&DudJwNzKJQ8<3VI#)=8Hstf!4O-?jSRtQuLzn<NWE{-NR8LvhMMk
zvPr#6D&*M>%Gsduk?0%~P6(le8U9F;rJXofQU!T*e*RnBT=e(P*QdV@vMto)r+?P;
znSwjuXYKt}?sHhYG|&#amZVz1fi7?{Dy{=u7A`Xu*(*`K?-eWzZBEAs39qG;9)^EG
zCJKJzJ$lc2-|^DvgQHNN)q5wwvYeBN{uG~uQREwX;5Bq^fwPMi4jH4ZBPUd#M7~MN
zQ0r?U-$xLF`wd5N25CZ;-P4gMO_PTlnajdL@#h%5-x9f_Na72ep+f*W?DFo1zIibl
ze{VZ|TekJr>_>-!F|T8s?F<6Qrzap!zMK`Xi8&$B#Bm$uy*txY=Ig;r={Qw)vf0px
zAv}9x?~HafV#Me0LynV-{=C@hSDFGl^E6kfjJ4Ox)JH)Wnn7e8KBARf#Lh>TEMmv!
z6lF-~_^$`Hgps?fA64A{bDZeze`@De35tw}`QWluqWCqn{I=oKlYMIBvk*8L=h`=m
zCdAKa%9qh(;CP^ysdB(!mahlY*_N-F&D0ydLD<xr@lZ(b9vchF-DE5{sgUu$tyc|4
z<QK4T9Q>gKOW2(ZD-9k6!Y#U+XYbv-DwIP7S`RO{F!px^le(8>n#4{&rxfa$Ftgq1
z5|sQS)O(h0d6#RguqszsdnUoJL7DYPdfF;p^dm#~n;rp`1a^<rdmh426jC`zT3S7N
z2YE6|q2_`4NfjtNU)}O3&V}As*W^6gonrFU-#Y1rbVsedg#N(4Y$(au$kY3Z9m&69
z#Bif`v}Gxy{k7J9ymbiM#Vf0*0<U17+W4-x{>Z!`#ATHNy)v-{&WE<6Otka>@S<2N
zk@u{|893c3%#(d=jNzS+X4RwG`}oFh?-#M3AEgrCGP-=JHey(vyo~#!y)n~2=XSd6
zPlbJo#mUJjwh_hdJ+sUUKVyH#zuSHuO6ZxxIU5yMAnbu88*ed8w7SQsbR}97O()0Y
z{FDE1E?xa2n~LNel;`{Lt!ca!3;f3wfv&+tIr5D6>_IzT?QUN;(a_hIyjJfqBV_=c
zs0AUdH`2aD$((a3hh#twbBl<rnLpVX`5_?7?Ua3KJVuRuG-}R8zE+p6iwL4ndx(ji
zjPCTx7KI*@(KnfU>_q9d#J;b}V8cO!-}C(P#UZhOG3d(0oB1i}IB+~IL6A98MWny~
zg^A?e&TV#MKl;_KH*f8)IEVb&+qf*9het^>s_=6~rzZ(akz69eXMVn~_cCSY8{%dS
zdovX5=3l=*-1{!Lfhtz;;2QzH)l>dg_q4|=5mIV%g-B$I=hguVn&M?T-{mK3sKRHB
zIVGrNFBTB&Uw<X_c38=@^r@C8Rp?nPw2q5uq`O1{dT~|GFl3>{@_}E@nLl&5WABGq
zXDM>xw)yIDWV9orrfK!@j<Zmuq8GxF>hOYdh^lSs(Z6@tn8|&5D?Xc{#h~#}2T|Ot
z5%PCU#-m-NKA=Zpy-fSrCPmB-&Qg$I-o~&yo9OI&4@@j73?g9n`CAMga9Cie=NaS$
zU4GxRF~rbFP^xF$v{4iItx^vS_*Auv5zx%)Xo9r+N0YhPYI}Uop-GWeFucc{C>DDu
z77J{%jq`k|Yh7PSq=NFEq*_4sBpo0Y5(}KN6Bdx~Re`^vCH8-{Xf$5`S@PnD6&QaN
zh;-J;^M#mR48~$Bsp}R{mq&XdDr;iQrFxkKRH0oK%i#8$a2QvWg;b(2wA%h1*WtN4
z`#ddo=b}&D)Cz~;GBCq=f*C`dUdnxP#<1^w2w2bUnh%hhTGLTKktfYpGC?qbMcSYw
zl0y77I-C0^i@2KhNAPokePY}l#IX~oL<!pP<}qB6&0ByL2RQXgHpabzAEDsm#W3lE
z;z`srpn!!vDfWo|asn(Rf4(lv3#lIK%E(>_oCuQvahab;Nu%t&$+du=d&8*uE5m6|
z#Z2$G)>41CGEoVE35T_e7Ki;TX6R+=WuE%Vtr0WCq|WcFf1zwR3|6!YD0D5?yq&TL
zTR=N0+MRKVbGeEMpn>^{NM~OAtwpf=<IgXP*F9M~q}^q?|M(?;`avGFl)6QOae{ks
zKr!6{isRGw_vg!od0N0`!5tgfS9r$#*!=>UySgc9Tamh_ZUQ~79ads3zCL>`+nqY{
z21)SqXzLPl^-Xl8?WmeBLZ4k4sfe4Y*@|?RC)?5q;T3u0^)FW-qR@m&7o!oDLdZy~
z-|i8!$KJ?O+}t6R@pXUr_jjQyzXqsJ-?a#PP%*sw+L>(*<*aYh^G{weAHxL|YUtzq
zfAD9%JoRa0YG?qM2u^uK)8z74gAKU?y%Bc`{?-Xv6m<|Qyi7$@$fGZneHiMPdT#e7
zxiLavTqXAhz$gJSIF}<{FHz>E$T<12x4b4>UhPyzBB}s#pF<7}fAo?AC<_qCtEU23
z0Dm@sxldVd^&NDONDaO^`Yp#ZjpMR>0Pt))J84k^_44QFt6Te8%WL}2Ray$0^R<4I
z6)&qo2<@8KhsgbPb;Tn*<US6!x+&n>(+3o7<m-*Vo?x!1Lcx&IdP%bn&+jetb_U9l
z=h6zEf=j5!KOP+aZ^X_j>hj$%+dHTS<iXY}0g*N8V*NB2N%6x#Y=<*PNP<>UEZ<S4
z>z93>=O7v3Q^EJUZ*Z^qE*7wb!3Lg+vD5J3UH5U;$(wbx+!9b(@V$zEnfWPucT3bf
zKp(JXkE!uA#O?O-E3SR1Fp&P!8oEYDho^<L#I<}V_AH{mkZ8VQ77p_wDD1cJp{Y+$
zK4*S^j07^`d7hR7@B$lrd3`bLlmwLaU0ptodfef!Dn+6CG<?NaK17nYSbf`dVUpPK
z&^ddq69BemDGQva#G9&6+0|i(AHnFm&+-1wA%y!S>$~W12B1Bcr~r}3ScpMK!0(lE
zW?T#FWio`xe`9<)PqD=wHK1;OIXLAlww%MHXiFQs)|=xN92RWwtnNKEs)>}pi1)}J
zigh&_86^oCs!WBat~^PsS>Cm{5kmMNv|0eUZA+r;91O2y+C$0>h+ip$sH*@f8F||<
zk8Y<n4Qazyx7qWm_>wMc!Cht-IRLUXK$OVaDI!puO}`EP3EW|M<bX1wdd%$7%Oq9k
zQzgXNLX6-htLP<*S2Navp|t4+6cvX><r_*}&T3_dfVut?toFpWgBJ@$pxQ&R^Axk0
ztT6_a#kZ`U3ai8E+?ZBKY_%#hT?s)LLPV=h5jfvu{0_V}-@b-UD3=YJnElcCnKVeO
zpKFIcJEomRH$c+7P^L@9$JYTybsA-_dP8Ru3|^X>hr)&tCLes~Q+WHTg~)fjV&Mq&
z(w;fgnNb{wnR<Up#XRMhM#<5Vf&%c&0;EO1a9ue$Ng#J9w(Nnq>pI@)<yXtX?YPws
zhh6)LBG*J~q4gNHvPm$NCdoRd)AbC75wLfQL_B~h?Ly4MC(oZ>et$%TEQ!rdx_9AC
z!&e4=pMayS@qfz$f&uM*$c>4vuC3F|1Pp_PSYm#Et}2u+0&abw?EI;gGXQ{E+9ayc
z{>8>k_qz?Eju&#~vjtuJQMfOp{QH0=|F5H#<7eic*WL|U^@QiYaFoh*yQ*!nxhwk<
ziB43Ct>t1`$CvLMPiCo_)V`WIPq`nXaj4kbZaD7O+-Jc*J}0>^FaAE90+f|D-h@-R
zV2tEqL|YC@*)UdGU#jl|QHlewB3t$EYAUmqQ$o$g*joWbB;4CmJYQsbSpit@fQf=#
z(NuA$KUKvQc)8D03JXmZRO?<AS8J3G|Nb)fWAV{6hQejVU&bpq(NOx+0;vdXcDKwU
ze={hcr-0#u%nqg(#|)3Y7k!V9z#6Lqk0v%hJ+2b9pFIHE!Ms+^u6O;foT~~2B*BVb
zn!66Zxl|{Ab9%?=G+TmBWaEo$<PRifE8lfHxc2ovT~DeSmb5v(-~6&fPU!q&+ml%8
zCT`&4Eiq5w4l>&3dwJPalb$G+|MD9nZY<G!c;5}04-e{}WfQUugd{zSGZ#1Uy5?AG
zOImiSPO+xlT+sG;yc*Br8_9vOY$*FUE7kJLVyKt2_-k|Z{qdK_UvDWLnlkduw6c3T
zhdbrW!&1?`4o)w?xx=)%cF9LZZ=dhFWaeGCtu%Gn=FqW6R0voC%L(vO94~h2?`3b6
zPhTfSl#}Lp%)F<fLg8GfFM85d)I*#$Lc*mXpKHb0f{nGsehDEofYffqa{0vJws6?&
z7!H_hnaF_<cYo()$~%{psYbhnX%yusG%@k!;=yl3%WGpeU_c1ri|l8+`oO76r}P=U
zoqIH?y4^G}qMe;nI7kw7kYZUxnR03UT)&_Swc@W+`q1!1g76?{&qzMtI#@_+4E;AE
z(Ch{wN1DXIfhf7-7&e2~AuoG24}px6*QH>Iq2EPz=#4~gQ0SY=&m4=ezE?fedCa8E
zV|D#rXx^NZlJbl-PZ<{zkup1qb5ey~kxFbaPdk1mav4?62u~haajl)q3EJE5$ARyG
z_OE`3bfw^JPVZ7ik~(*hk_T?^35cHQOk;cRGaV8E|D9)pze7fQ`8#hQ1?aFOi~Y8!
zO!)x2Ld;f4iCN>pC=hsHm1B#!n7&dT*p6oJ2h=a*P_f$Ja@vor*1%=(9Q&w4l{CV2
zSQSdyMX!fvR>d+MLyy;hk+;#W`h9u1k_@brc-o!<q?>P9HqQQrHrF{G4!h}ClQ4ew
z+_3+|tHoNXydMNONkxTGV#MGjjgKblA4v2m)|bDqs^t=-bb?33&r=g*y9p+Glz5`7
z|3@i5voXj`U_ja&&p)5Opzq_OK=+k8=*}ehG5S3(`-jNUa0kU}5wHoY5iG~>l!3be
z1<$^~$sGZ+0giZ>+ZGM(hE#^<5%kG((XNaDr{N$8=MHt|b*E!WT*ql(oSnqhan)gB
zWgU2;F>a>o;C>LJ=t2x*1pJx*>(Dn9pPD!EHuQ<l`5Pk+rDKZN8`D9ayHKXcwTj|!
z#9Dt@ZXn*uR{*OEQ9Swt*08bY@$Cf_ROQQ_<LZ!YyIvwqV$&v=r@QE0#VAL6$fs7J
z-dK;V9NxE!s57~L<(V&^z1s<^M;?Cz=;I^_Er>6F^7BKk#}X<{n}5iBK>X=X<drZT
zM69I+H6^+Rgv{h0j>XxWNdJa9Fx-6!&|lXz{EqDsUePxKwx)haSn^A6eaLkFk#tCw
z(E&2L70?|;DqHCU?qwFPNfo-HbLcJQxe8rBGst9sU{P8A=9vBp&j*r=-eP1S#^mw$
z_FLM8kWc^Yj5uIZsCmu5_~x^XCr=%X;eJ^uKES+A<*i_Z9aV^{AjwSrKwY@hkPTzI
zvOXUN&O6XYfL0@-Z8OKfj%M#6dHJsOv#tl=&$P>PmSaV8%@?VP#~5IeD%3!|c@K#c
zyiRUx{o<&2%2|Q#dsWt;I5=F)R73J=Ax5N)jMr7yVYNyUku_1FGJgPQCZ!&m6(82n
z;zfH%VS!*iU)WnSmIYKXZC%8=L}^T9%?MU59qfdI*83m$N_h<UIvAa!O(BMm_QHE{
zYFNI}s}>2MqY{8C&}Po=)5V<LjYF|D-59M^tnnF(sYdA#gA}7vBI8F&TvJsGc&ez7
zRh#zmAxoUh7>=6b)P{HOxac2n9Ze9Ct>rr5&B``Q0Z;^v?Zto`+dYw=NSg@4f|!%n
zSUd(mgc`octWmhmBX$UpXUnO}kF7-Dr#zKMzdrzB$0AQuK1DdJmKL;^qB~-=o`nG?
z4FysKFrmkao2Gfa7e9RC1fWASeM_9o4ca3>G$O9Hx7$!t3b+i&p%IxC*6k4A=hUZ_
zPqyveGxsgnR&r3WYCN=rIwJyA0fJ={@6>KyUHsXuks1}EJT0<&)PM-37I;1UUtiAA
z>yz~a;x78q?_G`IEqpej6Ub7KD&O`mqBO$Z^rKY!!(h~%aVq*e!Sks~E*<mDrb*01
zWhxI)+8Go_9d?`PG|gA51gkAFV@il%b=`ZrOzfpn>s&LCS9X!Zk2oJzqxtt1`eLbZ
zG9H-InNQ?qTzeM|`=}oeGI?e9i>|80$#<G+l_wIZ5K;?)Z=LH(=YC}a)-U#a+4%?<
z-6nb+um~oH{6huGW42Vjrh+ezF<;5MUWw2^!;L|9UqD@G{(0;Meeuh$;J2u$gV2uy
z7N7;yfyxDk4P^EGf-J-!@_28oMj4eiO@5dH-iljfM+vuvdm*GZuYD1(PRHk)2D2TG
zYwDjLQW>WLvHjFkx&Daz7Cv=Ad?O2zsycPCSkunsqAZQnrH=%zB!9O&6$Py}7zrg*
z#a)EQccVZQ0!F(NN(hnb%~gNSS)&SuEzRv7Mw~GJo?g}>%G-^o^S%lHd{}(qp^mqR
zhjuCrUcfX=Cy~MZ)%G%grz{ag-gx-#kDUIVJZjw#ma?qu0lFo&P6Jd_fx1(7lByj6
z8C6R=fWA6<Gn1M#)14a?d|I(D)53l@Z})gpeI(7}5xl2us=Qqp2Wd3!=f4sK7k7r4
zo0q8@$VtMBE6GCwTiR9;W{T)|e#*Jkw7m=>Z~kJHTgowW(?_cUH2MbAD5xNU1_VTG
z){O|5E#sDUm(OLk)}+*bQK8ovE5F!FmO-IaeVn%zWYg3^Y9L(E_c8^E24TS7$}tu1
zw{I1MgTg-nvrG_QB*B^`<L&oA`Qadqw=SSYQgO*Q7oWi$=zqI4pq3hcJMCyIc0Wb2
z-skIoC0Th)dD?B03Qw~UuwzS<)}!0!%xJ4MBWEDF(R0mrZtm_PqU+q>-UGmS7*^j`
ztdGt{UkuRMpc*2MKvr9Wi8%NvTS@h;p$~sdT-Df~$(Shlp8N&<5s#@UskvQPu$a$W
zcysk$xp5OIMKHK%bSSXkN|TtAW6e#Y;wpqj1Pr9^YE=jNL^R}7htXObYe1WmTf93X
zlLIyzOhvw|XA#9w#pM=4U_3u$a;TAbx;|5o`*jSDn>dJjDsciwAHWjGiF6S7gKOSX
zy`5Jbx`gvKXd=bIlEzwr*JWD>5r|$R`c$fa_?BsEYyh)RW@;mb&^8}pnfSqi%H7~C
zYGn7AXwmGX#Pj+GH^=&DI)+nxf~kZAG)0XLX^DcnKX8YtVE*!ixj7uy*J1Bvifzi5
z3`~OtlfOk8oi4vLphq3V3r%9GoS)Q|QE3d+k`oWjYNCOjgH~b?tgra<60wO7zl}_a
z12Qwi2sl}lwif1v7`a_^V{tCq{LACT)Tw_c0mTL9A*ya@IfJNbRM6a@0#K>P)xsZv
z%czmafX3p_7MN%<nqt;yQi#F4Hp!N@EyVB+hpce^<}LJcj%?EQKf}tjfp;=%Bs}<p
z1&J5#&_9BY`%z9KBF{dOaDCkv+Mkz409neR4#pf1izu+Zn^jY!D>8kuVKCcnqKbUQ
ztbd0*FfZ<uq6h%CVnPWmzyYd4cn(}4sPZl274_rJ4KL+%ZUMNU-`?DOdH&9?+jHZl
z{I6IETmpKD@|YonJ#AkuNDs71!&-V(p;vdkg5i${uNj0mK7VYxaX^r##d0h-q%!s=
z5*Vw0NfMwyKFPuQR^4YOK$S)7^il*5+FLVb2qA>;`A#Jb4^*LdLJ4*FPtCWcJxYc;
zQ#jnph2+T-G4YziGQnGZzt%YdSYl|n3bJyz!`a?Wj~q6)4P;|V_h&yOH!v|?uv_jr
z{MEvK2uCVkysb4jwwv}sv2#LWf`qESrup}>t5|FHW%rCv;V>#QKU)Zy`2NPKKT*yY
z@AFLISz@=4>>c>%?fR(kvnN-Q-5&Sa6sH^$76RY|Qf~*y#fwC#*3;)&uK3oj%3Hx~
zyNDx0TBnxyfp2kmgmqGr<moG4h`9<F!fTRXE8ps}$ygAql7tI{Po*e~7E>=<u$5A)
z-r4NYGy#>oN5JQk0FJhAnjX>gwC_YKa1tAh_@(D4tqpJoyOAXI+7q^4sf)DXVJ`Kg
z?tbutFs2W~ld6S~ej?LiTROMw<zntGR}?MysE!NBW5t}0;s1yTLI}aX^Tk}Kq)>Ti
zHaJ>$R15yf-UnN+=1y2eUKFH>{IuIco#j2u?m|}7VjOk&z&9)`-Aaxx0Ke13cUp|`
z5w`~3NG2MD6{xGE4U$}Jmsl07{~7?Ll8HeE!%0O<s?cKE0jucF7{ejWr78n=fu90N
zy**>dg`Pq5W*(p#1phw!H&oV0l&;nQJn-VF$%={#HvvKSGOc;v{T@xY3xa@A2>*ci
zu0AZ}fEj@MzvdK`dr|XTUfD!`t^}_B>r;LbD(x{Jm05yhSMFu%y+NJV9l{W$mDBA?
zWU(4<<Fp0V+8XdWzz)qCSJr9Y|FD%|ps~dkPN`v%ramkVpd6SmFQ`g4_#x=e^HCG*
z9Llu1>+E03wTeH<+K(HE^I`v&e(V9!C|d}z!;b6EIWUK+N-~OYYtVd+0=3gX2F+6P
zMxH3_hucMf#ex=PJX&?9&J{&dYf~5Jo^B<drA_!V#Zd~|op#&bPwDZeLjXU)&F{J)
zqqw*p6DZ3+Gur>m^DA;>IDe96jp495)-bOr&xdORAuE5Uyq|&5zoMlO-~GPSqhSXb
z&cTeRH%gV?r3wi3U_Bd<11uA*fJz4pWlr$?o=*wYprH@Q_F#KbX9XOuP#9>Uc)`Va
zqrMBGMNJVkI>Eh}QlCgT_e!e42xGfYTyB;d0b|5MGq<kt)!Ear$VM+wsB#1Zy~BT)
z<gb!d!Ky)q?adkm_<XJYa+No6g3#+FRxpr0mPhPoKdVzIxhBw^V?-${8zu2iRcqy|
z&)$(-kg?B-TtWyz2Rsz$w(uSg%m-*k;KL@Qmb|@g_YD>GjXj{~)t|6Xh#jAC5irh+
zXr2;)+kd;}CYZi9qH|!muOwD9b<e`?aG7m72XKA<F{Z65Y&rE{HZMvmxS9g^*s8Sb
zk-#IKFyC0iXS{vQ#-aRG5f<uwjri$bzWViTJTpk@KatgsORlWX3A)S+GGOnG6~k(I
z`Brs;pD3)2teRwn*U$(H-`X?mt+`iL%S_LTS6#PhEUEyoC<hAM7*@U$^vME~NTe9u
z_@?!0_kdGid3#?)_vdi_Frl(%MXY<h&4}NV=Vf$NW7_&&Sf1fZen2zkX)+5r^4Qiy
z#i59KNoO0`K|$}>oJ7ebpZpoSdtfoD*&j`~&K@Sj^t+G`keOm$EP5gRst4=s5XFq4
z*uVPXd0QOruz!rLMV{(Z4=`^xj;lvh+UxD26`$W?_or2~K%EEul={1%h}Fepp{t$R
zOKJxP2u%JTLm#g<1nSJ$^5o0@_33E%&v>0%|B#zXc8qqw)l4yU8NfAmsTCz0LKT{J
zbP`mPdxG5RaP-EfmU6Q?i1i9jQBo7Z>64TAgP87*88s~R9+yR+!b0eK*BLpe&KW_R
zR`a~GL`*Y%Zkx%rj@M;@2bQ1c1o!$IoUl~GDeO*P#`95<Pz2kkzx9E^S(Kk1Fx+^l
zhTBD$X`e(j@FDcfYq-!7@!iCz;Ju21jG+;p<>@lfP|<c#yAv)W@m^cvBa)dgPN2T1
zj{D1E9-#Es5y00!u!h(5OA%$=9PIl_IhGpyU!?+&MgU|5UsPtYz-AY5ohZX*&+-~y
z#oJr}1P;ivw{gkGOsQh9uJVC-V>=0#V{1WMu^ld`^-*m09e`kOuEc&|I~w*^&;zXl
zau;xv{C3d^<~8~Pb`kI>fMVs^qwON0r-o=}`uSfcaF%jx6emMLd(G4c^GS34l+LM7
znrZKJ8BOOd=Nkg%77&>>Dg}ZF2nA1P)FhG6jX@j=h1qBigPzI?uD@lif2sk7u%~47
zk_puM7#4~F^1*263MNV5X)#Yb(eQ7bsnsL{a@VN0jaZ>oBL;phL?OW3@y99Xbges$
zkWz8CH+BS-7Tf)vYNh)9cclPu4Tm-M5K^WAUZDQFw=?#EJ3lxR1Y6Gd?iXj9eCZ-!
zcM$aVyN~xcCI%(hA%~+M|K*BKz<w1CeUrO~y!?%Lpdav0a6jwhy7N%%RVvI<8QLxy
zSDd>tcJaXw(-Zd5H8eeF;!K7$RN|?U!J<j*J&C>uOG<h=b<5P*tsLP7{z$C{(4Y2R
zlut@8R)s#~l)9Z_+yv~G^26e`@k31Kfz>NIY?|}5n#LYK4YSTrI{FaFtbrVJr~`Rk
zQs7%a*WBjm+lfCdRq(0Q4xMJ3N4-qG)8w=2s?fGMKtbt4fXbwmJCp!S0@r5XQe*bs
z=_!GuYk0bM;#T~|MgJdF0gZ6j9cp2KQCSj^+eyOJKA_qR06eXn=Z~@)r`lmCs?aB`
zpe=~HE~23@TN3I_j=3Do>Qvx&y;SYezliVYA?j&GTnhm~6$ab)%<m@hkSn;pqelLv
zHZi_?zb^XG&%6*Qgg8+hW=2qLIhu~a=YUOU_^Y|53$OLYihZE}iKK&QQ0M<YmIy$E
zKBT5=Mdjh)mu+t!bK&%-L1`B-aiD>L+u%o9csP^}DIp0S$CmYHUgg6UYZ<sp?!q`h
zs@7fL1k*YU96Pfk#=CL07TSE^cs<!f^M<UWCGq6gnix}IIvSoI10Lxzh3k4ZGJ9yk
zR0UeISaqToq&7xsgJ6sblq9=L<)q-8#n@&pvMN}?WR|Fl(U87DaY+mFH<ijD;M!%Q
z0Rj2TaH2QktRtp)d_b6drO5pa6QBu0n3m&D|Kns)9pqgkIST?hcFvFDz!|cgxe9U-
zLsYQe9Tr4AD&%j#0mD#RO94<=9Vj~1Qrt}HoDf!&wFyW4<^RFtmq;CAYLo;inD^%%
zGRePKEC5~w48Om1HRED_$5LAhi6zR8$umA_IyhOC=bQQY*{++sV<^+>$*ev(a|gj}
z!$H7JkpzqR>THrNF@2@jW;382>DUNDpuoSj;ptBazOCb{a*?CKk26YACR(h-6}&_M
zMojBq$;Db@`Z|a;7QjQ4JVS<;4q&^_y2z*4$h?@5KDdkob_GrJvw%iwU<+3w4s1|<
zf4*I4QDoc%qT1<jltNs`btOG>2AdhvvF+av|2zxMbZ6|cfDkGFR)KVUs}f&OMXMi=
z;6HwRzwR^rA{5wy@F)?+sd&XJX+_1&U9$|>m->oh1v#MI5yw(dF@$&+O0B$t3ZqLP
zz>YiJdzIMQ*@)hzoL`>CW#-g;kD6K8(DrN+F@RNaJS$EOrMV?@sI($3rWs1BEp)&7
zZ3E(Y)^`*K2H<c`!jq%I`c(Z#t$c&iZsu<~FoU94PBYcbj^6;D$hM49oedB@^*sg1
z{dxJ#fZg98+faxBKhc-qa!}0z%tPD%>rrkmQ!t|{iARz3j*pn0-lNvzz+?{cseP<}
zGj+QoB0~Cz(;xo5kAc{=s}BL+uH-^UFyRszL6QR8mz~d8AGSbnSA|vpg}-$5NIz2i
zS}E1?J8q*nV;EZ&{Qa`A?}-%*gdl4<b#bz^n5PtL4fd9vf(G7jP{MTzzNnYUzE8q<
z9d$L|2sGlTL+FjYPfS)Y0TU^*F9R~=ws3u&X7=wQGdoRwhbIjoSU{`svs*#hGUcO(
zU8}(IMO6N(TT(z`S>cb0FO>`-z$ycUd<ACHcdZ<FPXyJ45Jw@UODd1Zz}z_QY7A?%
z8tMI55frBfzxcl?5<J~OKAFRfSed;qv+XAyb}cgp*YC7})($^l?eR$)NdbfN^(e0V
z(g`KqO)v+6DCqBMF2Qu5Kn}Z#rZ!obg5r0DmDfK#lK)vY5Wx(A%Bc~SQfO%?41H%p
zC7p?F=B;1<@bXZzDR5&AVMzrL#u*B4-%tNTW)s8tuSwCM<3G}lRw`k%JwH}CI;x;Y
zLi^!VK)wd>dXl;o*a}2MuQBvS0mvXTlwGerUx^7)JJA1vv_$>ilobH+)+M1I-BG_E
z2b}T)w(4c&BJLEpL%RiJmPVApa^ipNzIRie8XW<4*~iw2^0tiIk0gxveWlK-FUAm`
zFE%A7ciX8`-=c{5-xeLf(f05!zS6X0B2mXz*ZR<2sdl+&GVBz#Spc+SJJ9FT(_j&h
z09_Razn1StyHVs!np6DY3}PXqa}W6i#r8tbmu33AOwVjwF_XDeOgE&`{NX27(8~g>
zfeR&uO>M2V*=L~_3!!ga$@ueFw8R&Z%a~~F-FrJ6b!&WhwKJg|wyD%&xCs7%-2H+3
zv#2vPNPP0(Mc-E6cj_9c7`_DvB~e!w^qtx-#f(pR|7R2yiW40^rYxd@-L42w6yVkX
zO8g%$lT<%9EB2`gC{I9MB-g*#$UypWRsvXS*KArl6us1$)c5P?>y<dKy9IQEz-If$
z4%?u7>|+9rx$e_f!(pQpL2r?Gn}kg?!*_quse!kfini=%u%Bn48fQF2K*7z$$WIdB
zVk=+W^YQETW+c{0?r>Np=-<Kn*Mo+*|LTxR(t$@*S{e-eKJ$&&_*}#`$Rof`wr;H8
z`e-dtf%pk35bFHKoY9FwQ-peO?*_#O{{2f+)RYbF{TvSXRP-FZ16K55#Myg)?*+99
zYA&$8XP{}Wq$veD8|}rJ5-vg900;MjJIFTPF^VGpk42LMRo%zwPdD|<xpY#{gTwUn
z-0j5wu7Xn7OVZ>#JQ}0E{=lfLT9L1g8%OV34Hsl6OksmFW4o<jXS)|7f@O67dTUgR
z^y@I|R|*%8m#Iaf{M{iY1K2sugql#Fsa>QTc*!J76l-!*t-bylk`=5>EEz33`$b1l
z9}s6?c>X<QoK59dRH1PEt-6E$H$RYYhrv(I#jm|g(qSy<O8^aQnmJD)Z$Nnpv<qlS
zfu8rWazxfZ7UWSpte~4nLeDj;Pr2Og=<C#<qu`#zw1K|oli2Mbfq_L!Luc&=)ZGIf
z1htxJg%$NEm>>)O^#0b{3FOqnGs@(T=E-;iR(QU;mBGMl2tl?%HtgG4o1CK$Rm%UZ
z`U;m*GgXhp^1a?zwM&oR(<m5I)S<7GquBcSxR91F?4ZUw+MO{d9?%5(OhB#14Ztev
zBz$DSc8EG7fEdxcUeal@Xj{i0(!9w}c<8pM&Laqim~PP71Mn_<EZBKHB>nl`mGr6a
zz;FOKoDT6&ad_j@X(Pih_D@p*1d(V}=ye8OAS>w~^j2`$yate#`{&1KeLA_AhRkT1
znFh{#BBd7u&WoqI2u58xM+fHn0}r9n6K!`H3p51!r^&&fQ8)*m6PMu7LG4=2wW5i&
z@DZ6pOr5G<NT6DV$oVi}LWn+zsrYb&umPXayY1`2V|&pW1~ShWC~+`jN#`3@O%mlN
zNP_k%Q!Pb*JTesmc&NPd<b8CCC?Lk)s^$~r<4k3A`G@|dobet9Lnf^p0J0H;-oX>+
zg3m_UQP+ohec?0p4T@${xyKFk-&P&K_lo;RC!~8xg2}2=S?$@viIBjT8~JR3BTK}?
zfM5hDGqn@b=3J7j^`5np1VK_L#p(brX;lssTqHr)Mk&{cEZ}7TW?^1q1ke!<LtGjh
ziUu@n01#}A4T{yh50R+GV!JYP0r-@tg;Zs&9OyL$g*^4dw!Mp1rXT3p+KCZM{f1?r
zw-+=*S!2NZCf)b+eLfWS2At0)9rpXr9#d0V=>xCZ5oJ0T5&OzDyl2Y>zbZKlPchF>
z+?VQcDkjvTKJyS|$I7V?au(jH=;(VPV~8mO$Ld-DZk7ct#skXC+v(4XGd}+~_D<2%
zNyXvj%mFmD6NJ`htCIn-sxdMv=uJ|E#)7p6S*|q4YcIU@?X9TIW03|7#!`$-z#8^4
zHQ2;ISO*gX?}V-84ZR(NxzTbr$Sm}p^uBq$8RWjN#qSz3I!P|T)CcW`3c%wN-a&RO
z6C*V4J<QJ`Va{EpS@u*`<X(B2w9XD8_(I(`+xkJh^1V1PXF$Iju<SLyIs8+zV!F&P
zts&*r`Hgr{>tWj-|8J2qXYECr!)fPzNeKj;^dLx}F+hV9g%WNM5~rl3HcD)ZAAp^8
zpt?r%6^ogva}Up`5v@1p=z(j&G^Hs4xVKU)DDjqe=ay-jN|Kl0Aft1AvHpyt-Qr2V
zI=#CInUc#H54WA&sWB=8)ys3~xa10IZU3Ko_m>5O>ccTxak&yu1F#O%Vo8B|B@qA4
zHUX$Kxof+hB~_ux$BW7fsPD8=-A+(RR*}Fw#Gg$E3O0&@erI7PzX<A#ex)q%<|n!f
z7j0je?md&c!N_-~`;s0uZ$Bmt6xbtR!YGy!68!-*0ny^2!SexTewR3)3Vq#&h|y{W
zN7T%)N%L2Hc>nK5@mUZ$Y}x<2QZ}pF08){v^D|KU;PIYCQTsMTpeIhrgyo7r!Lm8o
zCw?H>U#$MBLF@RWZrM0!a@U(;Y<~pmzg$bG*PKU@g#%3BJaNCf(j<&8Qmzrk?<jiB
z)8jzqG->==@bDK6MXA2&Kd-ZujN$}#(bilx17o?>$ZEw1g1c@ml6StBN$D)jY{u>(
z2bl890HFL=5p4(m2^7&dQ@g9k(_9%Lv^wnJQahO!4lEg%SS1xQKnM$e!5-#^d&ts}
z?sedh0NidTO39pk)HjOj1MyYqJj8^z0dj2+{NF1aq_+)vJ5#~y40~QVB^?$P-!1{f
z0NA@h-4^gFwzH}8{IfPvv?*o|?lcM#i`K+b@Xjh_HR-9?E$WM9V&Z5O;7#77_QklE
znPFNAI!VzYPz!d9wbddGBinir-aVz}@7B?U?~?Ao6o$F(Rg`?9Su$WXSj8uL;(T;f
z_@ur`NU=~_`~PZ+OgB?!e^c8BvWMpY0Ooj3eH4(PYCa%sX>Cta<6j*Rptia}+4b0j
z>ow-6qXPB+>IoUV4SR2AsqaBP@P<ghQn(U3bIKyMHVwKFXm1)2W&^5iIR{8CDVzR~
z?d%h)sF5QTeYifPeSVPmcCNY9W&YJKrgKL#cM*PtfQrphIGe;A0RREzRDpQCLFr2}
zDh55#FF}{evpP_#Ilo8wG5_-RLLbu;K5TeB%n<g4xk;?(pH-nYM*`}Ak4&h$^Be*s
zFHi`&O;&d9{-Ut$>I*Cy8ld@RBFdHVxKHMz(aKkJOBAXYr1dU<9F<$F6jnZXGXnPT
z%$QQa^7}cLc-TSK2cX_rh#@*J2Uut+l!L~DOf-(Bnt|B_0QIzRkmp;YbVznZYgIrZ
zI0f&daz?Ts!SS_7PLRKuK~yUA*?q9d@QLvjyVJdH!)@;Lw^ajvU5*zNE0+}fYtum*
zo;Mvx+yi8R3VVkMU44koRZva<fh${WYMA!`v4_-c@P3+o_02!EY3hq+sl{A@j1l)A
zcJIx3ITiDKLQzFxqY4xi^(7$(slH6vPyZ}Qrgm^kALQ1kaiz(W8*3&UM<+pnNy7Q<
z4+#=F9I}k!5U|t=#;bl?`CrW4WmFu`!Z>K0;BFy7f(Lhp;O_2j!EJDN2n2@&_uvpT
zxD(vnEw~2Pf0N|iU+&rWy?b`gept?dnVv4|>Z+Ear=Glsy99@auL93s1Ux?cO0;5L
zCtN)u!cb1Ovr!prLwCxeW8*g>!l9fy(rp$w#|DgoV_p*P{~A{qPuob?8FAGQe@ra*
zDZ}_K=OxPKPMu7=arb_NfeI0XMkW%`dPm{#AP2r1J?hB#Q#QFk_}4=#Q~mP!BhX$U
zq-VgBh4!uUpV_rc4>P&a3@?ECgeKso)lw&lTeyg=bnp{X-^^P-l^rj$xSY}sjjgEv
z-Wt97;celz|9)?5*4zB&M?(b(`sE|mk54ilV}pCOLZW^Od!#3cSo|6-8b5W_u1p>l
z!Y~~P%FOR#q|c&}bR~_G&kq@Sk%4ge+J`OHzqi=&VfN((Vlh$>6w}J;$Vv-Yi?Mf_
zGBz2Cb8{H5;VXHor+kHD<nrV$qCUS)?&Fu*FUCvI6|hALscx%$sAYI{(^7V(?nQ89
zKEGEuN63nCF(w6`>sP8NO?Z=M-YR1Iy3@zt&Y32rH$^Qt{QO%c$?4Cg+!oEZq7|su
zZom7pV(Apqn))=DI6gcQSCD6D3Zd}&Y;4;`g2sqQ5P{H0B5>*F024Gf;FB2Ko3dAa
zQ!==B`1PBEK+EFs$&0(#R;lx1mFL9ukE7GP$R{^wp)9{6M4<iNTNhKeWVK)t51GL-
z5O`jfNXvu6{-Uvar^A$V9SVFn#(YLAjCjm`y(vgI0{J64%&K&c6f1<FL6R9NPr8n*
zH=cC<F4rlxiq}(T`NW9^xX4S?QN12VxsE47fwCM?5xNVrt~^_@8WQS*4M8GCeOCTy
zE+0c}Ie-&l1zU+i<%=}g8|ZI5f^R-XUdTWIU*cQaR<z=|O2&5OwLN7N?Q+f@5i$BA
zg9e;oxJk`2B!CBvcI%w^=C=)@cQ?Gwxs}O!F?yX}S9{29oH`*b#ePlJAZ`0n*cxi<
zN@}7<OK(07w~5Xjf-@!<MOW!Z5$vGRuT!5bQ^R`>78K>l+)<7o(HF!rX$Z7ry$)Pi
zak~EO3<-`q;ahFbDnr+%zaJtcC1&XG>y=*ZfDp0wgWTv23hFkrvwuCY9li#ge}!}Z
zDIFZ-RVGI89v(KQ;?(`T^^gkN!+qBJOdO>LvR}P_7|Fn-9QzGOsKF!1wwYlyqLf}z
z$gB8h%Kx%%yCdrc+f{O@nCfTe`vWXpZEbaJMEdirSsSF#ESO;t@B6f<gv9K&r-|oD
zDje>B$5~f&m`*oFu&m~D7aw?4kDtmLr-oMILT+&`zCG=$T=2Chee<|_Qp|YNCfL(G
z{PuCOF$IO%<>@M;X6VV*;)__#c6FWIw(sqE##5d9lb#_T%^|Io<aLGjtJBjN?$^|`
z&<}W=|GqD+GnQT_DP1TIOGKKg%P|p>`A}{3g@pFLq9p_M&r__;WSuYsU~DJ9=8`zm
zvSi=~qeEjm0juzH`S*V$E<<rpfbSu69TvFD@`>4&{CcQD{Z{-}uo<q|Hb`K0sQr`K
zs5(uy=_mwR{Jp0eA1$`Ypr>*Zq2{R$lmTF#yp9e-3EYDs11_cp5e$7*<qDQP+o6H(
zaiKdyw%KGqWhWF4d_v+Gif|Nb>BV|Z&{~MXy>2ccuNzIoWSh&PZ{n>%S*wfPz|WL*
z7`^cd#4FoJ5_jYMJ11za3AN^<AI@;xvEJvKl{AWwK9qceNG@FTw(q!SGKFBftOI@Q
z-d@_i=8{4pa_Zb4o{)<jI;KXsnqix$G2{d5NlqBt`Iz%-BA%Y(nTCwm2(uO8#mbgS
zF_MbBo#hU_1oxO)97CTQ-O({WqeGs+^iF=U5ZP=sWG*9qkvo(uA^eFZst6bc_b<aO
z$x9)lG7Do%3!_zp5eqM#Xddsk%lRMYjLvVTcz4G5qlefprl-|lcl#w6z@E%_j(Ebo
z@d+o)ckCTb)gaq(+kNYhJFrb{G$S8t^;QrnTMg+I3EMj=kN!26k6;L)06kLHn8#S{
z!uYRj=darNZr76f(ioMsLZ+MF*pQ^!EjO>BWSqYuuUb1Hnr9MbqbTr5Ce-x@zvkaK
zZCt*$wq5sD;CRkW%U5Y>=wr5-?evx4LHTUN<VKLu1L(Ep#r;aQigRT_-Aa(^)USNL
z_j*r|Uv{IOXSQdxE43f8=t&$OUxt`y;08V6L#}@5&G1~ptLOJ#B}O;gIXwxbI79;;
zXovm2k^pnjyn07{`R33yvJxiao!oh%JFNTI^DI)*kKR8Mv)Wl~`?JAsE6cruw2@Em
z_Lm#Un$pe_5JyQ2W32c>-C^U)YZ<|!+*3UxMr>Gvl}>)-Y#NTFw1bTk2tbrSa(#2X
zCHJDgehhCG=T2vtrmrg%qUZO)5kyhmZ+&y6x70#6mGafx*ZY9KAs}6(RG@L1#EI|-
z#g@X0EXBJCbi#Y)yr{Un?Miu14`X*}q4&-8{sb=GspxWX8f7d*>jpdwk>q(}Y_jfq
z%U;jxhCX0<taYIYju}~V*B~|5U9boS&A1<vUoEZODK-NwVRq)4=9}l4$u^h-miOj)
za9v!>dh5LM+vN+yKJ*Nbu8-o)`);t}@Od>l0v{6}IYXo&6m~9HpYKoM&p8pDz{rgm
zovnV)Yyg^Fw{G-UmQiWD<tX*Fh(n@->kg7bD-M6$k&K3VH99-r=q_)CdJH9PIROCz
zLc}rq0aMbi8SdWbopdWVw!DvFzBVk<(W}`3s{sCf$2Vl0Dl6CAM5s)DKchx_7Njm+
zvtNvTBS@1!f1wg#<M$l&#ldY+(0}>qmJEufkXELWrZxJ0@*Prk?P60vKOi6SbyeR0
z{hA45)XUR6?$izhdXqV+h)bwt)eol)n*xR~&6Ox;?(@kqx_sROqSo&}xY8$4H`|7J
zm<x=hw{>1iRFk<yCkrHbGHhm{-<(O|a?dK`*;Df^an~a(%-_&NLmsa^3=ew;BCqz2
z;$Oq=uzLF1I^Ks>nr$Ib%B~CT;CU9E;w})qiljn(I?r|VRcVE0_b)$H^Mc+Ez~6l^
z>+Lxb`Tk1e1L_qQ?lE3HWb?JZ(vDV6i|BRlIKmVP2VoO^Ytm+xg6oK@5Y))3qGf9s
z7R)O!;v^k@f6>$9(f3W^P%A&J;>0eHC~ew5#!@_vx(*^XVH|{e9<D_ao$zH|xxmmr
zQZk9b85P{@kKXx2UQQIlPR^J^rQZq?iXW48kG`<*!)bvLu*O}9>zt|bB!<={^sc!A
zraEePy%JQ5o$;=<tGq%6dHvA5u?f7J&Y`~wxpmT28kxuY0S+{Va{7KZn5Fjt3TM}g
z>r51rQL@6~=S=&x%{j(oz)Zzq{7m$=;;A4C(&YsHnui1<ODsslONeyN?!@}=noAWq
zx3D&}E|a$2chqznujysEeV2qZiZ@KD0vl01c+wb#tI!4`^GP^OCTuRg!MnwlE21Z^
z41th}fH$IWY}Sul$w7;>_1jVXFo&$b<B~0-e2?bWx{8RA(b%qQmZKK88z4`7>K6)r
zb#N>Gwp~7LD5o;vuBCXc#!+{8d|!eFvB^$e(d1Tj;<r!qp8ouJT3(fuN{y8*3e?x`
z{t2x+wTpGPoMk!Mqy0uu$5lNWVpDEb06RJ#dJ9am?d!s?0`N_8v+)yR!+Iz3c-F5w
zTDMY4dh0Tm`e85|PeqxCSqU5~xUZwpT?zHa1aOyMq|>eIJtX?1jpQ_*zE;T5zrSv|
zo`K8RkZ>PV)+GU&i{SdFljdA}O{At1R+_Iu@J-&A0gogYvw9-K-jeHL4~ll^xHhOf
znn?s60$kSHIY)*lO*Bg{(g}!N5H@E!pEmQpC<H?;mjI=2pPt}$F)v4hk=+RDk_~#^
z+3omngm8L7yb;yv@VRY5D1>&%RV(L1*SxV4!GXJ8LR!a4>_qAjj8pr_gdPV0>1imy
z_wmzt7n#pTVRl7N&Li*Axb?c~-bfZ8+H;8zZp|@nM_tdX1@KlCtu}dzdqgtOyrjoG
zP`=iU4MAQO--tOunrqu9;v?=mzPfilb4S3Y6+Q-UI`nwta%+Z;P|ap&qDty2i!6_u
z(E_HT{oj7B(^sEh4dzCfpJ!(MJ>e(Ozb9#BWcYgmQeYxi4x(RklK$r`rA&VZ`mb}4
zva>V%HLs|6*rJ+-?W<liZ@qU<2D%>(z?M~4#H_9bLX2P;iKq}Z1>hkZ-1^pHF-7{<
zTIDVVozyO5X_J^x`Gx&6=Z?zuxLR(DZf{a@78;N4jx(Ol&bHOk4!p0|x{H%W_?#6f
zk@(5Ht!feG9-tr7==o@~8E!@@1X|e_j=J4X?{#+K(Z@miRnYhJc}ktNd(~APyTfx(
z3q@MCILAr0?qsp2nzXie324Og)jWr4lIqrxn%+lhnv@o+Kda?BK4VUv6(vD9xg93D
zJoLlw%V-izS!>_TdKly>ySqic5pLM83TdZ=gl#j=%hpR*;r@R4acc0R3b%rjV&2^0
z&jy_b@U189C+81|=^_1{R4betfk{fakF0xARQIjkg04?(3(_xqRw+&oeVl`8-31ev
z<l#k~sZ%=S!zd7DHJ%zq!P^QOr{rfVZoPLEBKFhbHSRCmPqFtF#j&`Ha~WzEe&`k6
zH@x!M-P|t^ZKcD0+9^x#!9YA4df|l;RKsMt^D!SqwAssl9;!IdtAzf5BrdelaUSmV
zRFolAw$d;@5yzC5wmM3>rO{U*P8a>cLmN39Gr8Qhu7)4}zMq3pVfd%21?0nHtgOPN
zc*`Jkoa$XqejY>GQtewAG?suSw6bcP$(iFI=)KO`5}cpV)xzi;R^KaI#)2mnXKZK?
z8fmu-$NzY}qi%Eefd>m8;m92lE^=4_p==I;pvtm-zo2O^4-t7@05nM2ECyfRj7x7v
zEW5>M>?vO97axx)2j>lMLkOD;#UKGu!GgK4a#qeCIlH>B0fvH~894_-Als|F8sjnc
z0;M23yBK~Xw&j9Lj7o!}VMxJFKDX$c>&5lb<bL&Q_dJQd1}gS|{Nk*`xn#*`NA|`N
z+OmD{L8^A%)(dLbVG1z9%iV!_Z-veJ_oO=MY%+Nw;uX9XgSi$3G=2ds$!{vU;AQdU
zK3Op=tZlQ$Es*=BtCaC>Ksv`*UvUU(XRdVVXYb`-UXm=f9{RZmef4`S%9gral5RRq
zwLXDp(3}Svv<=CL?3?0V$B1cYS2??pAG*cHini?Y6?Mw0+#%w0Q$^~sHr(sWanXF)
zYFd^eXGaLTW1av;h8AuG24BR#gkjO;(wr{W50^$}DgBZ|PR+R)B;=?AeiUdA>C`zH
z7$HPe-L1xd{N8@qusb$K$x8!xX4it=j}#-sVSC4q8?&*kO1*98J8fa?TW^U9ot756
zcCt`w<|4>faG&@}#M|dzfa1T3r6oa;cC);(Vt_;DZw3E=w_%(q7Dg<ChFN-mZ%k0(
zhw}r2Ux4FV9OlHu{p-vZ^zvo6b_hbzh*))2=6xbi+3MhCsbcs)N`)~iMS>(;cUbLQ
zC;j~0nOJk&*Ny!7{B6(N0y8r1DE+0#6U|M<YrV|()P;8(XyCUg?+N$%j?HE4oIRy6
zl=zQ}dudSW8<w0B8{|+y!h2tG>xn<~E+AcHS{sMUwutbe?iC8E9VlR{*J<mK-aQ#C
zbW<rw?mX<iutahTaC7%(t%S4ZwAH3N-0v3&p2S?a^424B7!0OSM$mT%$9%W7D1RuC
z^+HNYK}udu{i(^&t!_(ftt|sZ$_j>m`dj#pAoNwv^d<}cYgA-1=Dgl1b+;QKJ!YvW
z^r|znqxzHF`)_IjxoP<lmmhCIxi7JZ%$9O6KYM|}$P~YQtMDV#TIz{>N-@ZF-$s4@
z8Xh;273{MKC2Iw@W)yp*&X`Dp*S7_%(u)BVq@Rpht4>6PciX80T}a;j**j}R`c4tZ
z>~T2#wSjWr)=nT&)TUT}VrT)?zE@7l)Zv57n>!rG7Vc<o5W_OtWjI4+(HWw@YqL~L
zZ*0W7hoH9gIQVzFx<ZsnO1!74Q&akwF1@q4$;sSv&?)|H2kv8zA+yK!k}~+{Sq&9d
z+tA?8g&KEw!K*>LI2jqnp$w{_4J+O6L(D;+0?5n7@i|2A*X<xK)gh5cdYXl<UFFP&
z(I<@viOm}Ypznp&PZmOaOt2x-wK?R#;M6`CBO0Mg27X4TW|JeDpgO}_Fim%Q+Y{g%
z0%@_ZA^9qlY~LFzsFv~Qs#<*Pt{0pTDw~dVw22Y!JmOj{=BG^(GwF^y3Vubx3Q@Y-
zuq>Z^KSdnMlWzArUx{J(Wa@Rrbv_NUE&CyYii7uuX`YI+;zL$cO}eTnUq;qiDej>q
z*v0RL5Q@EHdj+(-a3lQBEvH*ZrjrWs1G`)T@;_nXJ!bi4n(y47YJ5s&F<gFOixqHF
z^|Gbhtr|Px3agh##<S=2+mvx2<oym<)-|@jJW@w;1>rZYwudaY0rX1xMO5MbFBWe^
zcE++;a&~rYQ}WGZ_ZT^nUw+R0+PJ1KaIVkj3GEk&_$s1^%GJXh$83Ce{CgGOh<jvV
zt0j8bnHkA^8YZ7|uvstWo4|bZJ30yKfQS+{?~uueYq9ZW;!)k&&KqL{lRX&X!N!;m
z$i_ZJlc>AvFk_OwUMeakXG~NYVuUS7$qAV4*YZ7?((!TL1xUmhUh&IKccLl>xL@h7
zYR34Pws3L2cqbMjo5pzfc`pp&iST0&^3J4~>C6|v;A@v2;~x)rHl_7ABG7CTKp!0y
zJF~duW@m!Gc6`g^(X%J^g)&)u%E!5LH0)f4tMDT-`b&z6ZcH{ur`nDIalN9Sb-F#y
zY#b<}i9(P&6l4_`-4gH^a(dB=U+nr>%R1w%zU}n#O$dauz=~TRNF|E%+eJb)inND2
zDu<>y%Du!+4_O2AojdCfS4Jm?YN0&(wvbZL&QXcjr6OrSQH{~38Zj5rOU!<S1TuN@
z$8Wl1u})PIt%7TlV1onGSf`L1>+G`5#TsY7%eBf^&>myA9LN{(=CQCQ&FtyIKAfgk
z`<AbGd6g`)Xi!V778}juWhJbPE^{C6JLS{KMx^=#XSU1tVesnaF|=BWdkf4CUmvCx
zde!RHiz^luC8w{E_4at2S<wh;5-aw~ymMl(IQ}EN^2OR7=9%P?84MiXzzn2D$0xN_
zd_M`jII}J~C&vaO?Ycf#+lFztNp+bZU=H(^W+c0Ik0sHkA<Yi?i8I4i&CO8#efhy4
z?9j+uNuj@pWulGKZ=0hUcdd#39Umriz;pxwmxpA<jy+=}s=NX%|GCP{q^M3|y2`g2
zbXuztADt#$`eiyk=lM@o(Fe+iU#rI2SX&U@9l)@$Ep-2MdFQ%RY{_ArbHIXV&@oH*
z)Xb}sdZ<<HY+rAn$*#y;a5GinT0v5dIK5_I>cvs^pxtdXlvwl0q|t1yTQ1^7r60f0
z?9P?xLbJM1n;@)PQms}7?Wzw|+Dno}JQSiZ9jF#x#!@ZY0&O0jqy|!=Bax0^iH>cU
z1?U}ecT86l`2c0=jI+2G$d+3qMAlnG4}2qQFU#0WaRU?VI_2HNGu&da8Sy@yssuvO
z-8SI*?SbjG(><jUm&V3YBA<9D9VSm|75C@eI0j^Fg3aHXG)TBN_$VGyBrZ>OTVmcW
z;;+fDupqmb?`B1W-mctg<DX<QpSPK)`07zl`e<7lHa8Y6kg-RKiJ4E-!ul4jF{;h{
z7@u0hEFhNc-joVaR#3-+uUy;?0UKk~G>JD7%!;Fx7|3vig<rEqp_KJpI}pT8Kj@*-
z3#iTd9zUX<s(C}1jRYQw&~=XN*sR0j@h~u8_JpMm7Er#E{y$zr{|AQfAJPF63lY7c
zg9!-04U7yNY;AxS3kM@-Yf~!|S0Z|2TPFh}qvy%^>CK&O%nTfyt*s24fhAirV2*xE
zB6<e^Lm;Aevam8XA!6qIV<tEPA6l6ZaRP>dnS%k4G$RuSkc+dGl?f2l*uc!}SqS+3
zYHVmlL~mkcWnt%N;Rw95Ha2iH2VQM{znTKxfCW$};Je#KP8QF_Gjq1E`jvr|i7AlU
zzZZW&4Mg<T7B<d6I(8-wPUg1Gjs`XWp7INF05UQJaE5=De#igUx<Ao>E&jFU?~i}w
z`a2CL2LodhYXb+M223r0Utk-g9j$(qTuy|DUg=L&Y8YDpq{Occ)BN)hP@`5Rj*dVi
zt3MHJfigM%S?m7$m644BuqK=xY>61zSb#m^?C=azxB*K*l^QzOTAJ7x8aM!pK(+pp
zg^{hD+n@5<IvAUp099dO15`dc6Ofs$nT3&om5nV>Wpuz_V-r(g=b4yUI09P3GcaRq
zVDxM68=IIpm;fcRvvPL)Q<qLIwvNs~g<9AGd(FulSpCnUfswNl5Zc<Ah>?T&SG8N%
z8b3Ff->Djz7y|@@0nlD-{)z;Y&f37y$l2;w@i>5u09M;O8#w%uBY^kj23A1ver5IN
zV@D!JPGB<xezzxjfj{{Q{M}duem6sUfq$w*;CK5J0QQN{zsn->ClQf9iHQ82h{!*Y
zCH{ny_!Caz?{E_TgcAWY3wqf<nall&B=;wh+~1Mp{uSt-$kxtQP8N1nZbbBQf7*k}
zpA=O7q@eP53M&7^)cCVr+1%FQxnGz#03ry`%7NBz@Fxj_KS2!sPQu_%Aq@UW%HVf3
z8320{=<R=Y8PE`(`!2o7pF~XlP6P<_ua<4`C!EEfa29`uv-l^R$#XT?{K?$*PbAwv
zk!=5tWc#l`|3o&n09gQs7<$`3mE`;<zVn~>&VR>u{wJQ>pY_1O;JK3A{<Y@6iY|=I
ze~%{oL%N8YSb<EOfPVCUbys8!tbx)!2Y~-acVT=!?EbI33nT0QoQtM`ovAQz1T{2p
za{S*i(lih@{NLD^|0ukWgRPyQtt*k%^C$`n69W+|Co8b+@&>>G#fj+Ib^*$#<mBLN
z<n;S9N1|t<MF!Zv2LD4mMH5F`XNPAZ=NGH<7YFlaQ`O}R-<uc#DL>~2B>l_6dFEz-
z_wo+5MoPdLK#LyWu88P=fiXgVUL^o9$HWzYb^!8)UI>72fZ_pt{&`sE-xVnT49xt+
z_b~no$oa2M7C>JC^3-q63Ba%b7z^Nys;jFL6BB<sP=M1k^Y}PEJ`RvcfFT92S-*KK
zfYt&$EP%KIlqi5b0#Gf0paP&Pz{vt!DnOX}ZA$^x6<|~WP!!-a0rnQ4I{{b~AZh{h
z72sh3gx1N)2>@UL))ioE0q_%GQ~`DsAaen*6!3p4fSLlttCp6Q-;5W)Q~{zB09pZP
z*KdalV735$3-GM~rV8-008$D-z5urifT;5F@&HQ<V7UMf3jn784+~Jh0R0NEv;d_G
z@Tve>3*ff^Bnx1q09^}!v;cJr(7OQ43xK@<3k<-gev4gzmIaVofCdG)T>#Dn&|m<?
z1=v`C0tQfDfUyPOVu14nAXxxAwY9Yc1qCG{A_6#5fEy($Dk?244M0}_9R;XZ0CWY2
zQ~-$u5Ldr>EI`)+s4T$10&uS1LKZ+}0Z0~rc>y37fLQ%TuK*7VV6A@BSAcQ_kX3-U
z1^8ls*ag5<0G{<5r~+Itfan5HEdT;bPEH2sE5OMDge(9u1N1Hc*aDC;KoA4OF2Ljh
zfGxnx0;sRGwYBN#X+X{bq%A-|14J+z8yf&41L!e;-vZz*K*a*=Gr%dcva$j!Gl0Yb
zkS_qe`t7Cx^cdiv0fJaxUmpNwv9huPx)vaIWo2anLKY_{Cm?D8Oc)@J@$&Klc-H67
zp8<ypkh1{bY;tlE@Uwp7T!7N`{|7?rFDHxfKNKuQ7J!%g)v^9#d=)rw{3hvsYg+$R
zjAHtavDm*35r2~Xe?&&HGO#i;{6j_ocGe#<ii4f=|CWq80LUmKHD~^}sVmh2S!AG`
z4a8T1>%_$GUIb?KiV%YYS8=lK6p@J~a!%xflry8bPo#AE&g^qfg*FsuQ%&JJ({u@}
zExfP9EY=?97w*1$B@B2yDP5J+Txxn8lW1I4(r9hW?Z;_we)Os(wX`_C&>7Jljv*0?
zdd2Cm`ThUJ8^!b5PYbU&UkW@OEkbo2)p_56#G*t;7k<W}HgYeoeII*qo3`R?xV_WW
z7nYWzL_`6KlJ!fS<>Z2P06xV0{{QWV{gj~NCPxt6m4^#wr6UWr2}YxTlDy5M4Ulb5
zww0mFvd4_)8&H+(!K+A-xh`bm;enx{e}#1M2yz>_THfdy9#fB(IXF6vUf%!p9<6WL
zW97ah=;}2~KTzJW&4cHS_!_qKfYP)Qwp57rmP5$))k(ZtrtH<H-CW9)*&%lnu1ap+
zGrki)6vUXs7<AH+QSglPqEQp9Mih5K_wPWgF+M|f#o*wGrQI^;xkHe!?15}h^=vyq
z*d3{L>hWlZLx#)5TJaJUy^HLD%^M~s?ivO6YEa&Aso5o3<3vK^Y4kzJ2tCg|n)AH^
z?FZQda-nqRk}N-B&`ZWw74u7jhF9Nv9dPKsY<%RdOkvqYO6<1Lufg~HK@+-kyn+L@
zy=<cEX6N_#G<Jtx`4cDRaTTNBCT5t<4U!^%Hmil5NY+fCj(T)mhlP&UU6&SA(dT`}
zn45Q%x@X2!Y`icpeelk=!xs}$&Mk52D83Y=(QPy5aUVuOaJ6i$eLJ}@X_(}gQj*iD
zs7iWgOm~%wcYXdS_tTKw#PAC5nBn|b?#_BSJKn9v<E_RaA2AM}$5ot@{+vp_z`^pP
z(`O#r)$xhE3Gb9TN?;$FnMX#W#((rWqVjTVP;C@wc!<Bi6Z_2cX6|J1{@!ck`)*Zr
zj~lR4O|rEpPx``^&Z9B7#R}fdbshEb-+R*Gc&%~%X#rOvqnkgPx6@`hUq*Zl(^>T*
zP4Z|@aWULBr|BmLG3ydvtu8d-{9Y}JL-G&<BxIx@O6oBpg@8c6<Ty$RBqSQgoXPR0
z1ye@MJ{WK&dF*Yib_XbP18b2p5e=`%80Nk3h(y|f_EJe1FspOY5_`Ajul8-G(XLJW
zISD10N`xj@$BfIwqy8aUjz6unpnti*0mYr&OhbeMG$Dl7b!0(*Z)E#ew&-Cy{xw|o
zAU}jDG!4Z(8$Jsx1L#3OsSV%V%qt?HgVIY0Sw?>~&%y5h+Q+yQSx3I@43Nb20{!r%
zj2QKseK$Q2&>MGvR=<36u;Jq{6EfV|x|#q~0~Z%i|GgFTL09Ri>`X7ZpECf0>7MhQ
zj|%BsneweiT2VcB6LX;Y^hmmo2!Q)<u;&e&KtsnK@gZTq8sdNM|2w~X&9ANx1f}=1
zeEebkxY=dn4)hnD`cEEFoRujA{d;+o1U%12g#b#+0N<4Q$V!aH-7KKzmS0`xJa=1}
zI(dGL=ekiM2d#MDZSG*%`p30Cv~mpFZVgVv&mG!a(Rpn*J{j1oaj$q?D0Z|sN<{s*
zJ|8)coaErqsVv)t(@ksK94k!MW#&B^`2nM+DEE}c>FJa7_$v7R#-+6?I<=)CI@P_^
zF?FT?Q-K9Wqe<(SRY`E9YA38}g@!{ZXB9TvTgJu6I7{dH;19At_YF2`L=|`y*fXp>
zILgNTc1hCZWWWj-sQ4BVKMmPC4cS)X7klT#YDdI=diWAsA?no~ri0y21p2wW$v(GW
zJD@^myXlaUROisAz?x*KQ`U)AHI%Ta>9~~;h{s;U<jUQPVfDSrHRtobyWM=?1Y0EY
zG1G#4RrPM@il3>>#>3PW>r2^#ucOsrOAc^JpLQe<j=TD9H^e&hBY)zn8L6AbHZlYz
zQodAEVBgWKetoxuD@VOISDTayGP5h<lGY0`yP+G-CKs2LO0)i{kva*h+JVK;FiuH|
z(e^&6<ZB;l-MmS*#e%Wg`|eb|Vk`%P(z-;14X~(_>K_yZ&6||LIWJ!g!H96sGIUz9
z5}?!5o}uw2Ud8tMtF#1<KomnW<@T26lLxts{+x;^#uxDxI(hWpe7Lc@qEDSQ$vW*i
z>fFX5cog3=m#$p6kT|&4Jo9qNnG1xz9=h^$F6|ZLdvyWHhvdOS7eAqBty*^Ieh!7y
zBjI7sBuxIUwhAa^B%gHV@vXpFAmR4f1KIfe13}A@@FkFV_6NhOVQ#Z+hgKJy48F6<
z#cqVcoYO8kKg`T8y|nVnYoRRHs(}R+8$+0$H5=_qs@2Kb5q2w3Qv~H>NIY+E;Uv|2
zEoD$_S?qt*Xa2ARVNapyM9fT5b%eNABV(Kty5mFpW4dAzpU<W^8YTq+2NZCu#+$}S
zDHJ+fv2vG~$Fs<smNY0ut1|O=c{MNtIWWQfGuFJ_6kj8)GL4ZUODzU)!SJHbasjBu
zGLS^M>D`SBKZ>pUQK8>!+9`v6CAs8wtOG_fC>$;}f-km>xp`d-B)O2(*@IPWDxA4V
zeHTJlMFy3KXX+Wg(clVILa5SZmEEgjjX6)S7+O|DVJ@y6^U19ReL2+Cv}x?noO>9{
zL=w(T;?m`%3M>_qf+{`qJ-Zop%){gY%*UQt<83I#^Y?rf``&}@+*Dqtv3v={&HjkG
zHL@4=n`y;x`YpI0-8&!%q$ehzm^l1U?$u+Q<<dFFz|(A!Vt{jEV{=E-c8ZAc%F}K;
zP}Q=z2rW0hDtE8JA(!$5Hc{upec-iMYtY}p^DM!^90#8XLcLUUVMQNX73|X`_Tzyo
za~*r`9ps>^QG#3DZzpq&8Lv2Aq9_KA>Go2LyfZexy-|UFsR>V{j%aJ{%x`F?fWt6)
zz>sU+E#j7FFUf0&swg)^!#@9-U{I_-M!^j+>Q(M{VZ4}w=BpukZP$!c?*m6Uq*sv?
zpgJ@t^Vt4n^eOMobG2$KVc&w3`N)dcGrrYbY6vRD58Iag7FuPW>J5ctYeI79?79TP
zrCHLKjx-!JTpd_yXPaY6UZK$tGOoe%n?AJQSH-S;bmfGHHef&pzppeAM2V!ft3klW
zni$)k$i@1EsStw1al*1Jdl%9dK2BjI+g%F!WIo@7>9}r8R3|J`{gel>e=neLA}HWg
z;*8)7)xsG_FyP_O55@QWyk<UIy89$c)cg&rMSBMoLvE_JV}lMka10soa(HYxej?Iz
zJ)M9Rsr^U-f{UiqDJTA{Pk~hkC_~pXG!N;kLL-XzQZ)jjqgdi-5ay!+50jpEX_raH
z?q13ZDjf^<Ktp2+UBZdAK3{xgmCv7=I!hZc;WbqUnbBpN>Fm8C2n9w3Ji)jmnM3Kq
z`cB=_-MJHwSUM9{gh7N!h13PEq-3DD^y@_SMsZ}*A={jEyubmMu50=Bl%w8HQ*xlH
zE4}GIKT1kjTv)$;h(~r=Pc8s22#V5LZ!1Xjg<(E{ixHnXw^Sa-uu8rbvXgX(Z)&}i
z9C>aBnAhj}!#~r-QM>Mea|PZII`<Byyq{bQe0%&(0mE`^C?&Gwc#Oo`7uDIaUU0g%
z^t=Sxdpr1NP|}j+Xj4YMOm^>OY+K}m%p`&_CDSa2rDDRqb}wvUgO$=rGc4N#4L*us
z{qS4O{?O0O0YB>I8|AOw8G;Gf?K6F;h-#jE1qDlk{0{!}i0hyr#(9Gj+vj?PTzi98
zrJVF4Y{1p#$;a8iE*s>rE;=wcK@8}ypr2S1$U(_?%R9PB#HR;sOAKJ*elvFdUkPY1
zx;%4y(mtNkc<al|CpG4|P7}|4V6is53XT$lhsLJ#=_W6_%-m(?HfEi8^f-|z39E^!
z@gcDxqGM^!_l-8~^v5h^LDx`fL4Iv#B8X}Eqq)aD8@XPF4Z{STI}5nzvHk|nfp>{`
z1$IaMIXJ(yv<V(^P_k*%J2W5dTA7^}J-@MCa#S420v&xU3K68Do$IpYK*cl$oHf2W
zpkx-m8Jq6>BCC+G88R9Li)BpZ4axCVB6D2Un3GcQOwnqfA0)yHJe^vt2l*z=={mj%
z@P6c+%&s;0dtA0u8?9Kpbm0?bS9{r=vZ2gXgFV2e9xen}vUt%qEhw32-nj@ZGp8X^
z>A^;&9ELd>NoZrisB2(Je-#xt+#L6{l&u>O{?vW+uG@yEQfo}Wp)q<}U!?YM_OrKM
zbU*`}B}Cx(MX~~fVQ4ZjG*XW+9Ns~ab*g`*DpQ875K7!BD#deO>ax*bs(N6s87{fC
z7iofy-bRItZmU?XAJ@3rka5};gKh!Gt_z<}e5g;;55SFv)RrO=DIhB7;}FjYO*x0+
z(~93U&{huIow=FX3G0ym0o2YoP&?KoJyo`ba%Zoq-`kQhmRNn_3yGkn^$^E$@(zMT
z7q=g3lA<)&`YcETxr;_C(LG%-b7@3(LWLodGD{o6MJ2^le;Y`?mkLd+?@J`IU9_o~
z>p*8`=TM5mKCc@wL1IYVQn)ay$PRkbj)jgEG?C<V*)3nYMI=K0SyVhL{u_^_+g6^l
zEJz(aFT69G!_s|7I&E5Fjy3HI((c?XBlBtF_fO00s#}`vFPh;u%vEIgQ#l>&ML+XZ
zDy_+KaR>7lOEp5j(Dl!?N<>H-_N9yT-qQ@HCEIth2#XCUv3G^H+V0^S8E18c?VOdh
zo(a<t{mj+)dgrWP!0$az$m{kfSk!mc@!pi}J)W3YQ%K2exCQE8`)awNzfofdbAYFc
zMlkuMFDDgV8eKOaD;j457fcJ358q5WA@Vk7$S4c*-b86a!D#+qMM8b+0L6|jJ{EiM
zo>yQgwLA5loF2PgX#$_fk0wlD|FO+&jSo(J8O<{Z&ZbYWW$A*Dx<P_Qb&{?56plm?
zIGnf&O`U{4QFS_(#*x5okmr$vY5>$F3|^!8KG3n#@?{QwB*Mc(Kylf?F`G(^L2QEu
ziVXee?u({ZUxww<tTIfGUIL?s<_qqdcI&IcUI}#2Y&)-UcAFjyW33h#qdJ|0=KFP}
zvwe2LOHKqT;GzD8c|w~6?v_YaSHOdkmwBenI7pG2qObC$JrE3+ysgo15edB#Vc=eP
z_x8T6>RKHRH>wlv-eK7cm$t-Ic!O#TIEjY=1zRR!C1Aqq=&`g{pg=YpRKjf~zexO?
z){VNy9#nzyGatA7ZKob|`cfyH;mcU7uQ8P*A(0@+y)n@ijjy#-(B@iWpWjk&(=^~h
zM(^)YeqehIoYW?2`<6|i>8+EY69-*M^;cue5ju#vee%fMklWgz$H+s+6~AG6P}4fL
z$mAp{OTkN?S~!|$$uP9BVRjlS12q-{6fCikS@|HWSXFERH3+Ibjj`aP!Wk$~OywOM
z{(9yY$9D2UG?hJVB{6v>?r)VQS%EKz!!t1iaT~@#IzURbG2Kp+&br|rSadbIH*gxi
z@o>QBlEyhOmBcK|YGB#ROl_V*zQX{&W{`g%f${C+$g^aCg2<R;U1`8CJyo_daw)7B
z;fM$_;S47+qZ<}CN>bsmsl+&^?CwCF09k$@zuo$rtGc6JuhT<l($|T~k=^4r+pa)m
zS_lW3p6Q{J9(rhoV)}@rc1lGZsiS(D+<k=9S~;_ZjLH?3)ln7%^|oZ(BG;kFBo#BU
zw2Q0Ne@^#+y%`?MYMji}gyDxl7gttxrk)Fn6a%s=m9}2E6$@}9YlPjn@I`;(onqjn
z4B`(V`QU2AWoCkj7db^unD8v-$3i+;aq-1(ww`c%r0K(d0&U)Y;4MMjY%>}g+n3om
zJatl&j0$*VcBc0uR1ETa47o2h-oA1R$!-<Zhp-as?>fSTHWFj5p0tut(hG0Qke%?^
zLeh4>T_|{9>!mGrJuqbN{h=<@+o3e**w*pYzUx$+xAesi95Oc#hMJD=A^OD?Yp(JM
z#&Z^E+cU0<qsmBeK~>tLAW5gjvn+2bey+nhPSam|11nU2uM(07vjC?7jj|4QA~)}a
zdNMjx%1!n)3HmAP=g~~Rw(cXMT#jV4*`PYc8mx@k{I6-dlXHijXY{C^@^|D@TH$+!
zbwaiRI@!^1Z(ktKM&Mc|XMsgDT*mpMOx8-wq+>~sTkXJ!R@S<!O=zF)=HoODL#jpi
zFj-VK4*9}!9cpIO(iOzkImaujOg>opqnD67oBB?!?&kB1=^7+6el9dr4mHcKU7wJl
z2kpcmd3#>n>1OC_bepKm%YKt|)`M?dG4PPAQ@{$+WnWq}l!N4=WQlt_tHaYV8IDXi
zrgJ7^^}W~{Wtb^mM=8Rh)!syssGDf%-0*73tO&(Po=k^Bf3tpfu924?iOT5>izsW*
zyw+%(rc5PTlQE9R8`5mZ+>%Kfta(zCT;rlK=_1LX(Hg@)X@s0F&LmObUkBQR>8PO1
z9z*++pF#WKL6Dvu4Eeg|dVhjVD%&?Fi*ka8L^jV>C+A|#XUCIe_#A|erV^gdnY8``
zr!m9x<R+vt^uYKKlps2`$WzKiKKsP_ft{r6etw;9deIi*0V@JB+P?`8EhoyfQxL<|
zNG>VHA5OH&bnx{VTTZueD=5Y4`BJZn$bM|wThnztGiF059Go8d{cS+$?qIz2KI7p&
zgJR{bD8hKX^HX>{h4G1VNF}cT#)R&#9pYAg|EZO8@_VJ{*U>0V=fq<32sjRd^6)w1
zoc5ZcDIG!uvAQe;*pi^iqmF=&D&2mK&=I7Iq2p6^hZA1v$t&_=d7;Y@T8B&u(^E&?
z+&=rZ89e5j^=@Cm*@lBpE**3azAbX3Xrf)s-ua$V5eGLNUtY6}ihbU~DV;D7df!=w
zWF*1|jQx`oESO}|G%O+LxjpjifE>3`a5+@<;Pp%nNX#=AVL^cj5HJPYCIkh%7Pt?_
z*VNTohM^=m#X49H!Ve6{pfG2XA1zI}7>&~LSbdMXI0T>U+-o7w$J~o3tiHT$jlDBO
zs=j@5k=EUUsi>gP?$0ZLi{*!s(g5oMOTjRX=>=c-GCkFtd5Rq}s$TQ(oSbGEXeIKe
zAt=J;bt(D*z6%bfrTIwhsEf9SnW{=}Cj_}s>Sr-{8=2H`KuSND{UrAFO;u`C#GX%b
zCA#7BD_#%jwuCGW2XDUaupn`(8773k4tru{+Y{*aF02f~(}tqEw+X>$7`0wF)Rt1G
z+10h5lDrR(o$xji`mD5yadCjCHv`-R0K-E=Jo2>OPx2(a@Sf}MrIj@?!oOu-e*A_R
zNtSU@<!i~x3IV54MElY`%TWD*>f{@yawaurmXCqXl1g4C_Q(EIo20Owh<7(9H$fr%
z{$lhzUr$a#J_;PDs&{=i3yL<hz$t2n;R@(*a?f%sDc?9dc!lqe!nmz=V4j@ylep{{
z`-`UaWgCT#mfQP@s*&tj-d}ghuIE+sTW>Q4A0AS~)slcm^6cUg0xe!&Pj<bp04~p}
z8;sOMpr-VRD_;u6Tvtk#K>A_qRKi{7#Ol?M1iINdnyQ$X5+;0WE0AUZH7x~T;+))2
zIJkJdaghxwf1FZSLB@`m3UB=cpH<wh`9My3YPf~vi}!(i(5|3pPdVhmTq&*2xtu3;
zHMC?GBIE1Wtl<?U-YLYr3u1BF(N_znwJed+VK~E>_Z1cw-R;;Q=Oe$FRdQ!n$)SU6
zYa2TX+5^uVvgI+2**Q@38;nR=P=-7HBZ}7QX^lNmcO>fzK8Y#)aaP-0Tx4n$+`?=H
zf0QYG3y4tNQ<XwlT$~eDo@`<s@Yk>XB@m_ezCYjk*{Jwl`EZ$)fHoptpXcr1N5K{g
zGp2*eM~WyLN5waeZbZrEUQ0Ai*9&svNuKI2cM*GHs7gj}LL0EjFS`NPlF2IId>(ZU
zqb+x1i;f>(1<W?XX8QYsy#?o1ZEr#o^d-Ncp6-}E`uKXLkOLz#D%2Bq(UzNO9bDhe
zVS{xqSS=bqsFO+ORd>_n=K$b(si_Ez@NQ9QZ)Z!g?5xTNmAfxbA4hoN%b{k%t&ECF
zaUs?Bc0|wj;GUxo<eK@+h96;U#Zhdii`P*HOGt}T)TOPv3#y1fyG39lij|F<t%P3Q
zM=>~20tbnA{TK*iax+BW*<@2`3@sMas$08;B`^_@C#dwJ{<t`vvQ$5%B8yR1a+#Y+
z-@prq$1l?2(Snc%POPhQ?@(HFV5z>2RjWX&uZf}*888^jLuIcT3@Q;F1!vYJr^1Nj
zZH*y;jP)PnTEX2gUaFmE+Sh_JXRF|<4fY6H#i<SB5Hl2ubIu#>f}T!Y$i-YdFjDVZ
z`SvK%8;ZaJPQ|@GG)3T5Bz^%-|8nhpsMAj8uhJ!LyL5-F)X^m65QZd2wce1VZ0GD(
zo`ro#NN?WK@ji8VT0aXnq@Nf2{ut-AK_8r&pDsT`=ONUaM}93QM9#1R)6zPyJ8}J;
zdiS~DKi*e_LhAc;M}e$$5YWKHik_&2CE9i0>SR&!_||pc9l3;{^_Dwdi%Qki4D{3J
z_09w57%hHSih&}HLAEU^i{X+Wt8nED@&r1+f}0DdDe;?yhMNPu=K(^Egbt<_>9$Wt
z*H&7lY`yjuw5~q(0}O@a2ZZUoz(&><fz`$2m*+%ij?-ybTrAdVZW~!@kG)}0P#KeJ
zSf}}6z(R&XGG)unJwX>6F?rxYL*G43U$0Mh1<MY<rntx9O<LSsw`<(q+83;Wt_FN#
z=VbF^o|d=einNp`2ZvNjRFRP40w;PYmCsHDH3cc?v8&sL^Ftj;!ZuN>`db1tHC+0x
zgKwFkl=|GE)cRQg^Kz>xp{@+bbL%9MUq&^|E^-*5xRU!pWd4$0jRe9=Gm>^Dw8P?1
zI?AvPZBFr{MIj2f|2^RN^4dT-S51WXZiWELX~?dA201vW+Y`qOt~&<O**?-t=(O|8
zRoz${obr2*^N&Djem*%}wCOjV0=Lz~B64@c@YuTVN{ES%{S0bpiyWR<!H_0}e4V)u
z6b1?42Dar10;r@e-OmKa=3UV!wUXY8*nom9NJa7aj^;w>L*CLjZ%s_wH1){hW9{Y<
zYMs2B(%G{75Za+hB;<bo{{1*B)*eas$BLYcJw!oX-jn(D6rczh+9yqSt*4U$ojrk=
zI`%>q+v>XwtMI}Yd&SYI2x&Z7)bQfT1ecXshKN}odrXtP{B%E_5_RY4P<bUbJ=m}y
z$grQJ^v<i<0fU#x9g`^6m}9(A2wT<4DG8Q8(<R-DBnVG+5xx3M`1HA@n80hX%7;F?
zJP=JE)8BZvBzdlSpQ-UsRSrCyNp17mK5hZ`_Dtu4(+|cPHF-@t-(k>^q)x3388K!t
z=PMgb<Mm2}(OIy{KVg}D9FBjBVv^B==m{ZCOce6NmYv8zXxn=bvxNOMZP9tOJIzDE
z2gSHx!XMk|bcR#mWW3Ftb6ZYGPvl&U%$gx^!gy<@0iwemuOa%%(ur~@`MBp)U0(8;
z)4v-~-KZ&BLf^3;+YxPlYp0ZoKQvH2`)-{BcW)&*y_u6OcUF6hGOG-%BYli{<1^mZ
zso2Tb#M8jCLM@fPA0ALtMekdb>yu<1Z1XaHk8!>vOp94s-ikwSZ1lEk|JhIYId!%$
zT&@8p?cHrGso1gbq?uR=(sfD`_UZBC`+yYVVpWV5A~deOuX%<vs-GqDk9+YIvh8d?
zz)=bApva<?jTbB=Ex!b1@m++3X^k_#3YQg`FU#sB^9gIctjHmJl5tWasS45yT5uEQ
zVV?TV)W55{M&ss-`GCwb=5`<0bu=tocXtg-k&<qW<uTsA$CzXcAE2*5MdcTmFFs<`
zN+a@a039)?9^xm%3j-R)LEMO?cd+n#D@H#Qt(H*5v!*l?plC8J3ibCIK`24SCq>Rh
zy*j|;C>EDlML)3XxzPA3b1~T+89HFyrHN3yAmy1Xce{wX?*~y(l+^8|EBBGH8g-%q
z6eS+0Dm#1QXZ;#du(@+^Kt!d~J^EyUn4=$U3)r~x9jz<{q;L}ZOs2fW+TN+{-@`;#
zU_N2iw^@?;V!Ae9ATA?q1!0<39KR>cZioJnpXsvW(fBA4wzNWEGh3f>Fkc~~>K_^B
z^@Z0s&U)B<%iZfc`M})#MJVfmJ?`H1(D2)e8vBW=I2pG2{VxyPOe_!gMG#1|aFa|E
zT?m>>YH3V+qBJ;fV1qG>2oeJg2lTSBuxO;S{opD<A+SHus&SRG%qZZg$f-efNVFG4
z)tbS;E$9@u_*mC?rA3Xp5d1)21v_158x3OFeD2I^YF_+iOf4Z#W_<F`k|us%cIa<N
zUXWYhec8bB!=&o@xf_2`tIho6i|<gx`zkeYoDYp2T9j9&p>o^dg`da+rS&`TD+^Y`
zko`+kNJ$Yy$^_hv6lq9!E+#JLPkZyOh>@3hpJ+K6n7kRoOZ5aOl!}V7)*IDZk9$fs
zQ+zP2MH=2*8&Pi+s0P^ANL@h`NKi8s9+A-b252)ZKrV5d(5HYE2CsaSgHlWlogIo<
za`7Tc%BHEkS#JNaK9>jXXg`ZEy=g8T?CjI;OWwbVu@jj>k+K6?578ITt9~LYG{+Zj
zwCj<F)2fpfTTKz#sf3n032B4<)S{{tUx>>mz7K7w_zC5+Kg-$vP9`U#<LR3DL0iGx
z+HhqVM{k40Hm;<B?#V*g)~kugvX4PQ0!$CcwMz(~k0e26mRY?Q`4BgpF%A3!;XXs-
z$8db-G~KPr_)thXewf6*Fub#JLv<?_J`(w2@{S~KLfnj=kIP44Zd5-E(mamh=w)ON
z662=4TIGFZPLD`BD$;)1lj)K&bM0;J%KO42XJs1u@LaweJkv~VOEfj(%^i<45`r%z
zF|i6dU?1gb)d5E*f)2DFTMG9j$8axsSS-dLeqjK?`+Xa=PkCISSXSReN7q^<uZ=yc
z^qQcpHV)oXu+pPH#k{yN9Gp<I_KlZJ^*pUYFf3%o_W*rZzO}LCeugbBYD>izqu3Q{
zn@EueRGJW;n&@>R#9E?3MauOUy*x-9v`&lYuzWR8EXjUyp~6M^dO5M_`kftw)G8_#
zmbTDnJz=3sAHSKYuy9stskUAg$LNI@<Nhf0XLPQ`e)~OMR6sSJYj>rE^1Ju!9E9_t
zT}ICrA}vm1F(Z}%>{r&``<ZpoG}I4Ke`davV|*TFp6vT^nkX!6FCQBvttgPmHJ2KY
z^oaivHi=7>&z&-E+)`Mb7C~?P^RjD}t5&z@MUExIz$H)y?u1F&G--KmkrT`>RW)=D
z7)6;Nal_Rv1gyz)`mZX<()-2vkEL(69*hhu13k`bPMsR1jKS#@rO`CHsl;Btf-X`D
zW*Hv!6=IgZH?yXP_BxkBq+)nO15M>bf(#k<;&bNAR3^-^VDYKCz$c8UL*#r$t)*Se
zbVchr{oIqxLfwKBr}7aBnhN<41r+!q*mFy_6}x?>q_a4E;O;U0r*OwA<%a<fW!K<|
z=v4zEF{$Yi5+ra0L874CZ)Xx1WWSxc5g!qZgtmXRNZD=~UzQ_9!U0^&ca9~4xT$89
zZFhvNm8)>5v>LNsPouUovlzs9;zk=+;_L^C2*2(fzVG?r>L=Gat{^VDl_Y-Ae3CGb
zS%`0Dj{o}dAzx|wF|yvT{=~7Is_0#nfk3$G%diqEy%6O3aa3rjgQIp!D@n8^3_nZ?
z!@9<y9o>SV9j*iN1dGgr+XWukd66CA!~Xv1caBXPrU|FxRqav&RCu>K?~fy<&+D!{
z5L6kGHBh8r`F0O5EGxoa6r&Jk&$}tBd@GH>l*!x38~!j$`%{kZ?T#VlTLpX`$oWN^
zE@9Pn8{}(}R%@J(L@a1GOP{RwqQ!RSdWSkhojoDpU%I@>z`hN|SQ$kz=&f<E<f|dV
zmh?{ry%`Wdi%l}rQmv(4|2DP(432A~a(PPX=1i_lczZ(Mzg#$*o$Gs*BDE#6!|{b|
zG&D&W!k1s(9hOUEQJp;&;=?%iTL*J{LB!~xYc$I9Z|nFXkbF0Os`nBrHJ{J(Dg>m{
zgWq&Qbg3YqU$b=0_-&YWCr6Qa<n2QQB&a06SK(xO@3;1ji@RY-yHr2^oXK8;0C5Ym
zC)W$NMZ>)0107`98*KQ`t1U-%pSN?2jD2-_#J);4fV_&#i}|0TN_VfIIlov|k-vNA
z+*&LkJ{au}W0W0;*wZEeS)gB%Fu1)iN|KBJqc|;omiN4LQHM~k{;4<)_>Xuk2U4O6
zsWq1XZs)*T)m(_i&uwZ`xX$nV=zN%9CMx03>ryL>W{p)=l@?Pq^3LAATB+{oR`WHe
zz0Fq!rt@K(Hj|KT78=uC{E(L|b#}G6YoPZroZ*41^(BKZQ|D}$^;g0xhl@??Cszl<
zq<8Rp?2O5x3Ngu#yuf_H)93}=1a8cl`H3aO{S|M%ewuwJDRkiqkpTrUM)7KT@M8!I
zIGII8XE)Xo-Nud0RYa1{^kECcK}28Su}(|X!o!H2(5zBXf!IK5i=or<tS^5xUo%^(
zb-J=UXmu++%A1p2V0+d9XO(;EJ(HyA{y4gdd|{=kl8&UQ(K3jPDHZ#nCqbQk*c8^Z
zzt>F}d!bC>T>HZ(&inw?ixMwE4Ci5gREBp5uKyb9XLv;0gLzb3lZC))7`1(6ON6cf
z_p(F(Hg>oLw_o-xFZW3c*VV|k8#vIKMi_&9;g@Q?Jr3!xZmz{XvmgQ+bCnTuRImr~
zmu_1v@&+Ujg6F$q$yuQB-TEmW&M!Lga+4ZK(+O7s;8YpSETZ0hFUdXy#!7YcO}CJ~
z#~JD!>^gp9=Dwm{^V7$~uKFzoq6tOb!cx*f#nj^cij4fh*?q6T16#CyCc#}T=I8G?
z-$VS+>^}T_mom%@L+#iK$NvHs69&9jDze)jVx;#}ZKHc(3H4frAMOaBP*9_gt_?8_
zWgTHc#WB*7N))SzV`mh1W}~7a4gZd3e*mfzx9JGD_GqOUX}&i;%99X;&$&_hYD;&k
zpp+1&Vqf`o+c#Jq`zwnN1buh*=8ZruhWYj(?f@QHkwe_aiY}{3KCT=%JHCS)Ub@^9
zqdx4g!U(zoVG3Ns7#df5DgQcB7+fOX2EV>Q_g4j8!S;<x(Tz+3ff#KT)sz@JyI!B(
z^TU*TfDS-)_GSKo*Z9s+Me8x63`PU}gS7}fMWQq1Uo<Y?#q{J{nzVp~^Ya_Xd7FDL
z6s`8;NjHA(%T<xRh|nl1DTR6QQfAjag(*V=(q$IP{kGxZz4P51#?R-A0@@G-m1^VZ
z(8e(=s-U(~$K2A|l{CMOuj|!2E>6(wBv$BJcfyMEv~(YOyZ#SlZy6Ow)9rl&!CeN2
z5Zv9}g1fs75Zv9}-Ccsa``{MbWpF3KH9!I+&s^8J&w0;!)_Oj?pQcxLbyaoARM+17
z_iu*Mwrhx5!>nNfo9eWVOX(%?n0|L);0P>Y|JPMcf*%rPS;HvWEWG84Tuq0L3{J!H
z&n)D_vL}Y9mPAK=uIj+&*Jrq)ZZAl;ot7P@d`|hnGj3Mw0V)h7WZ?9Z+qzia5Kqy;
z64ykQCx9P_vg8+_pltha?k&{O{W6|<KXOZJaTAB!2>m~Pk@bF9(&@G@V?yL3E-wVD
zwuk+}+;>WJX+nzgL4uUx=F#U9oJG36o*^>{V@R<DWmsUPEw3^g!SP27E{A#i_~Djn
zY41_h(COdl&apuj+L>~8ki|u)f`*y^`Myu`Y%J<$)(D6BZPUNLlT%iti2he$&z#Hs
z9kFZpH<Te-`StGzh17qO-cp@mR$XZbhDYu2^7Gy7|2vdSn7`TYgQjO+*h_B~Ov7OD
zx<HxYk3XtC;et_uzcwkc>@M^buBR|vg)|dqBx1;kI#+kr8f6or6eFAN^bJ>H!bDa{
zeUvDw^9rP76C+h{CjYmig%F!ikVCU7)VD3AJd~>($^iwN`Uf!qHqeka_Xba8PJ#VK
zIA>azU(W5$!GcmH;`@)}@>tTG(u7Ot`woY7GE?TQ^C0&Mj$!r#GecRk{v5OrsOtZ5
z#3%)gJ)M49B99*CebUxH_0N-LuFeFcr&<7H)2)}kZ${CpEKJsWs!-SN&_Z0~P6V4h
z%Am|%Q>GyOSjN<svdnr|4`&xJ+b)Hmc+GDvRvHiDFV>f-IVpMwGzHa3XXQWURGVoV
z^wAcjjAjClIJA(bRR<YA`*QQl@M@^1Xkgd7E0F+RthQQICBiYK7UWh^t6val2~4;A
zxx!lW0cGBi?w~OF_9TNlBu+#6SuH@29AF`5g8?yI9-le)eXPu&ImLmoKH;ok=j<hV
zHZH>zP?vB~KG7%-6YW1!-rkn7UCF>7j16;ZMu2x=yvSq9sDrlEh4O^OCL3E^y+3}f
zZdT;NqtW3D<4cS80w~NY8o0>`lTM)b6tui5TKqwex6po(r_|z?A6Y`GV|0SHR7hoF
z`D-O|BB@P&X54W?W&bxg87LlQr8n2x&}%qQcL(~TBsbsRa%}daD4R4@XXzk{LUiXs
z@(&3D02GShZ=RJnr`$^_jjs`*+4==R@T0%o^Uv8?@758|0Lx6BNUtf>s#~=cB3Dg*
z7y})0EkD&@4@K6o#<y|fs3Q;;dQFpE2nQj9z@dIp+7H&)sN_wR33nnn5M@UGqv^~@
zw1<S0_`tQSw&ssZCLeltzJZ)tQz<s1bfJq1v+X?&l>FR|KSOl%oF?SlEPjZZ?|d*t
zO{U9G6N~*ZL;i>>e>@(S3$JR}!&<nk7p^0FBxvb%q^AC|=ikB3rXl(NKFW!hzfsb?
z%)DFI!?p^CWyS5`^iXSP9Noki+R$wIBn_7NT7u0gZ%B?y%S@N~Hm+d$mu`r|dY6xC
zx>aOgxr->_ru;<<4Bkh@P6#Wz#NjuOhuKGkFGh%h`QWk|30L*NxIe-|ii3)^mBP_1
zC_MyDL4DBL-*7w{5Jqa=DusyTZk875Alw9b9}EwC3<H}L+UKBDL`IT+^kaO~4an^I
zOphCh!wPo88cbo!u%Gcdlinb5rNgUFljG5ZrZ>-v>#kGpi9D;z9&cVreX#>;HPcOQ
zg;nE9i-eEv+0lm8P)#ex@ePb0Eop4j>1g`Ey0~-n?1=h^&c3hsjrKlnyz<9f4kx*a
z_WUJ)Sb)saJrM?=w9wXcGUC-upn{VNsAI-a*lP2#0|ah3m)C*9*UpN7_k!K)W^Z~H
zYO=Dui(hACdBgE9<|Coar9t*ERIo6QaLdG1Mqw{2WWSqGYn|X|HScV8{V1M`J57yq
zf5FG?!2A)c4E_1{yvhmT%JbEMSBa-Xs?lR<3(daXt~bm&st+i_ZC65ro~a_bROg|a
z$(mZOARtDaY_&Z|d(Vnmg?ABHrWLn_xmv=^XUYnEF^z;_I^R@57HLCNvZflAnT;$o
z70opHP8lsKm_kIS8v`7gN_h`VRGELLdLCYe1ck~5{Tf%>Q--03kHyhzh|T=5Nq-`c
zkt0-WxE^IaS7Nxuiw?A3+A~<}_|r^2HYCQ70o>)lgb&Pxc+}2mh_%z#t7aHg+H?rM
z#GAf_@K#q`#>5!)AR`y`8$X1u|2ota(Hl`V&BivJ1W6al24&MjuZK3&Jo1dDt3uYT
zvaT>2`P*MVOve?hv)38VUuumM0{FJ<kIf12cOx$E#akCMM|oG7D^dtPn%PQ4CH-L8
z2;w<j?Le?1<guYbVxT=L&t4~V3Ilo_L~IKVc%TA#WzIK!H=S+4HVK2Y^~5O2KVqKL
zTN9UD_Bb4^nO^>&E?3GOrIy}(DB5?sdU|V<u2nCYRA}Z|k#&45jz*)YqFjPj*S76M
zc1Yz==UDx78Ce*-JB@VaNjd5${!VOg$(Bk-SH*>l-O-Dk7N|E|&|uEXS3QN>8Y-k4
zsbJn?CUehx{8NWL7OCvkNtYL5)xN!|Gz@hy{)5Q<tALP2+}Y%If60Tiel$f{;8xC3
zG69);6zR!o?<kpp`vFPd8+`QGwSnklU*G{`9OmRBBy-0r6>R7vD7&m0h=+vm{LJIY
zrHWC$Zgny7EL&-hb-4Jhu^RUJNt?jJeCvuKp`_bK-$RiNiXxq&M*wR0dmxU8pqIVu
z*EVEn(%Hxen%nV07Rrb#*k{Xougy{ljmq=#Tfpm6L<Gu`t>+s>OPLaJ%qD$rFu9o4
zs#8z7dCtPx0C4OFSM@{Nwr+JTY;?zy;SX{ISf#6P+KF)Ls3>E$#2<6a=(pC)M?^jZ
z%w%NRKGy%%DH9@(ihd+Q<r8cktdv~R4N;LEG$)M}cG!YW3je#YfN3-|zJYxkU1d(J
zH&eMjc-@31nQZnM6K#lc;m{`Eg_04()1ZPE&tB7-f8Yjv?5;IKLp%~@076R;VC!0C
z@U7j9I7(*LGBMOyWmBIau2(}fa8>n6Li0G5vHC_U7&S|#>t}XxT!Vb$_~?&rfUhJq
z1wc#iL9Q#+EYq0U6_~mA)#VA~o@X26!e&etO;-)HmC8pyiBjpC9^&QVD^M;pX;Y3u
zt40Iy*dww9Yx?_oQmDFL0R?l)lgNIKH&`_OxCI@z5ntiaZ6odA&%CrnGO^0guW4XO
z8zJRR&5d6a287|HMpCn6P`TJt=F1z_RR5qodM@3;mJHN2dT&jmJda}Er1q5b$HC_J
z=zs*7b>aoFc{CD?J2a)NcV|bTCu+&_afLUCRfse4$Lc$euKRaI=FE9#MeduL8%~qt
zrzGqN=ZQ$RInq$n2t|dKh1QuF^L>;0R>Km1&<4f{SHpT~s`hjCa)zN)Qp1hf;pJBw
z!n0{FV9f>HY;0IKaSF7fQ88S6@vIM_ymGTH*V?Z+tFbOexN+mf*%E|jg&SCnTl%4I
zwABFxGgPNpA;oCr-qKZ7WK@lTy4&`!HT#yj$ONZ-%l*&B_W7uWtIW=(5$5mXK2bUQ
zL!<I58HRdXf|zue%imtqR`A1tt&ry!Bw#AMfU#MAj7Q#?;Aiot8WaIdS)@cq1VQ-~
ztw5d5G}9`_x;#0}@*p_vzY5B)322mX@iY@t`yMJx!hVO4`8`$$Z{NA8F!WBN`+y@8
zNwyNX<vl_!Grm)p=)f;Pylfb6ONviY0&M8n$9#IHd5=ftq1F$eOinJ}EcuFm9t*Nq
zsV7X5D;8ZDDG}1^>F@^NttdnCz6W-Oa)@PUGFK)|aqX|bXhf^`$B1{UGEbmL!s$1g
z7Fo%#Eg$iG!P3KH#~p|J$Gf>8UrZWOv5XSL7(j|w(f0+i(fW^fll;u1A<E+sP{9dH
zzl+HK6toDQ177=o|K^~cvHn#q)MdSDxM#0IcCFDHY;<Ox<&ai?0c1RKYDs0Q|4@{R
z6e+vwv}o%=J4TfkZMpAg@UfQQr=F%tk~H;zKypt^SRQ9B1Lv#kOi~A=?RUNeLvw<o
zDcy3<Mh}M&D-O&QORp<n%FxMR${$e1St)99gBWoSfm6KZwNJP;;$zknaMk)tKYVr1
z413^lNKy(EpD%H+K)jv;HPG{7`x<TKB}MRc=eQwouPllg>4F>q_}rJnx1dtO4sb0=
z7<7aYX1uoMnA2+3GMO<Qi2-=E8^Jg%Z{>iVyEU$(d#IqT>1coMPPf|46P3>GS9^$j
zeX1Cdyi9O95gsxH0X)%C7m&a|Sp;A5CeeaC9FTxS?^qWTC_0ls;X?6Budj-13x<t7
z!N}joTfaI*74(;HO7H6r>eD8`L{Fg6MBT;gCZ!kc=``Rm#Hu12@donpqG;*)U7~Rk
zyxR3BKyEjUp3kuGGX&TnN@gin^9a6Or+{q`L`XZq%;w&63rd-2b{FI~nKZ`HTufDN
z{FPrt9B@i5F>ulQCdXHRPQ9wZ^JYsAsw9BbhquM80<*@slPrDAB(6&%NA=XPg|noo
zA0G2_G=2t-PL`_eI+fb<m(Z)mVUfS1$zN$yP^mtV;pqft0Z;fCMascE-}x``lgfnA
zMlRH~u8yyc%&cY<pvies+fA7*wTYH7bunXVddZloCc55Tq<9(;@RzoTIJ1VW$y2`E
z1~x~pE`XA0b`D|zBa!>A+dDzODLMRiT3a_~SHZ=O*>Qd(uIzD7zsm!*(J0BKd?zrE
zA(2IoOe5}7E@7K-l<8iN>ZpuFfV32XH+Y5DeK=pH0q<>V7?bDAAD)cD4zE@=Vt&Gt
zW5s<USG-No`y#hy``myu*w?RK2zn;QUNf;OL?YlRzl6NJ^mu3fJn}#^PZ_b`f?am#
zn8%Ak(q;p6rL6&bKZh9>ymsAh^XL!6Y_0^SZVSs8I{OAB&Kb%%Bt14>Yuz<VVB^@Y
zBB{Op=Q#l)Y+a}&9cI_9i?F5%@_|2#F;WW-E{ugafnHn1hmDe+b%=$F@_!JMMoo`3
z&o{8VqGmcn#VWl>jAPBrbnr2%iu{y(==CM94{`E#n@W1kIezvmQ+xg`c*d70qjq|}
ze>>U9OWe6FDGfXhKa2@HC&tP9wUjdOeODX}oFoynC(MBRL?dJJ)S&46G$0Jo0rFg@
zdFk)>2?$Ly5xSSz%?So8(R%dps=PAi!@M6hF9#xY@<EU-cjRLTbwdANpbrELDS-L+
z<Rk0+-{;DAJmrwszausSAO4$cD>W~T`b%eKk|t2vE%yRb8KsUJh;UN`7VI9I^gEv1
zPUHMNAJFml79pUg_5G|ey7zB$GU%Cevgow{gVnu1H0T8s=yZ_hRq*thi%Q?DUbOHk
z-KL3Zh4*G~ysU!dL$*B^@Y@cOTzH_!uOc3jd?43vD@yq_Kq)dET&?mW;9&B$d@AhE
zF!TLC**gU>J};@PtREZ%skyH3&pvbUtJf6#4&QZ~9H5mVn18D*qPTZu4eWpqx;FXq
zn0E73RLGy#t@6E}Mv}?&5vec#4MZ*S4oJxYJ)F!B6}=i{3>Phs_4{w$*tnLBHq_0p
z3>X~#Q?qWe&jWBl*ZW&4fdzkVy+qUf_7wijrfzGImTUAn^W{<Fv+=c4ZxSRIha398
z!GCTC-cE<_2lD^xSv86lFhP*K1pi-zU?*3^Um+0N>)^#J1_9yQ#l)i8k4gfqYv%CR
zL}v*4({(mtd|UqARn)h$v-buPtDBgZ_wlwL_OIW;5t-79&PP36mSeF6<Y^TAz*G_=
z|K<l{fMCEy{l=@x-MfGQ4%fxIimN}XV<(x`hT(36;dNM{{AG)yuygFq`eIHoKPo51
zM$i0%+s*xT_yen`?&GOjcT^w7iAZ|S&!5`^g->~&?yVXduNqh&pSQnE`JyrmJNeJ=
z+mh7=7zIxTp6(CJR=p|*f5kiSgyyVoS2BEV)UX9#Gbv?`7G;EQIzP_7E8vcvg?h0X
z0h;|L{rJ6}_nBo9$IFnvMwahQo$N-*>_HlmFcR?e&*}1{_xV=0qDJ7_yWbwC&Yydu
zNbpI&+Mi0N{Sc4o|9^~SDW~G!=^2Mal7zA#uWRs_BXbalQik&E>K7!~axWn2pJT7U
zbqFtoLknrw{|8z*js?OfGVy+)Jbx+eX$XZNZ3v5e|C<kVbN424OAGjK9MIqmZt44<
z_2oaRi4_Io0Fcc5@?TN(yh~a#$=}A`+eFh#Z7SKvt~H!A;*91TS`yJ!j$(FRMV0>k
zeUX7MV^d=0F*{Z_fvM=4Ir5NNq01aa?|c(^P8V^hEhrsXh7`?I?@|b<2H~U+{eREg
z|9d)HVuQSP`319H`#|~NokxIgR7p%<AYL<L@sPzoKqs$ofG1nj!UH_ZyEU+}Na}LV
z?<QAe)Nw6lM~}+s0@j2n4jeM$)7=e0|Ey9fv@dtBa8HHz{E~1$t+E=7p3ljJzl{HL
z$@O`ccfk1|03pE@=%umr7`t--K{S=*{z)c!`^Ov;6o4i{S^xPSm9%PEE;rMWJ6FFs
z@8?G$_-4PT=MW5k)9AMN^iMwUmdeTn3#4R9_27Vo*9A$4sXT?lLYNZxeXYm5tQr^O
zbHc&T(;Oy@{Vb=#40NS?_Tl9ool{^AOiYZJ>xFEV6dlq()*Ds3T|nY#3a#X>UH-5;
z+CT~uq#~vBTx*Vmj|AI{vRSlq%J4M{^7KG%K1%pWDya<`vQh`qn&*Q_@s%3E?|%Zs
zov)3)QF@-n(0f+hphYhSgZZlk9U(a}E>!4{s9f3`<i(I8suCmv_vvp)IqXeoAftUH
zcBkd}1xH2by3bDtf+QAjwF7zoHG)Axu;yqWj|H(-X-wKaBmJl03dzwfi!lL^-k^qD
zJQ;R-cz7267m|dWXaticLb@*f-=1B7<ee7u^2?Cr_pqDt<s8L7ZG=?<^)HNBAO)!y
zN^jD!E35aze=g2?M{I{VJs7(Kz3^;o$F9RHI$tUOr@wmJnr@eb|L^|#cO6iw{=bM!
zURtF}Z~#)grwP2Qn)5%|35;EbK4)y};P+1TeSE&>`aPLjU|9g($>%Bn;(KG9id-@8
zWaJs_EA$lAZRkB^;)DKPss7aa`))HZ%LS>pu-21EhTj5bX&jj$TjHBk*+4%3(6ea7
zV_fC(vCoIBLY9K3EyZQ`*qvqLmv6goM%~Z)mbl$TOdkt0M2`pfhMt2o7S?8yZ6W1-
z4-?ZO2kdK%YptrR3G}S;ZiqvC9u*_Rs{I|BVb{&`YYBGSDr-WnKwdHB%O!WAcZ&o_
zJA@sNvM7C9R#`h|x_})0=SmSbia39>0%Y8A@fTepCI9o=EC>zB5MpAa{rCQG+d{X+
zEE$@l|D+==kFNV3umOQ>{wbCT0?b*F{Y?Xjxc_;FYrGs~L4l;xz-#tHeO33qne;&^
zjr`AzmRKPCJ`CZ<h4sFiByUQCDS`hg7;?Tb1?ZK;+rt+8Z}|!ur{QA{dlRz(4=M#<
zOLAII8&^*d4ul1_flN1;e;!0{^g6<6mQ3cM(jX}xTuvVcHsUKRH1GWQPvJbQW8wv>
z`Cv3^$Q@H_pZ0Y(36dnErr`2>SRwV!ZHeCL+dWDuYyt0xh!yfW+nl>X7l6yp0KX?c
zvihhL9oLd3Kr)4d(Hzi`7+PVd6cHMxv@YD_PtfN7GqVchnjcu^nfE*cPnPZ-yk@BF
zeUuZmUmo`$$Y|H}N5eeM#xtbrWTd&qnZ6Xm5to_F@2ASLAOC?Daj-#Fd-ue%<F;UH
zZhup_JnHpaPCK(w?2#S5ZtW<$3H`gqUTNWhk37b9fK?oiS3MG)v%yC-*ZPu%UwkY<
zjBz`?UJ6bv^ZhxshPx9dJgiP9sin3o>pg~1lwa}~C)-b_7?C&~HB;V)?TmKk?qG@U
znda2B!t$KkWRCRD0a0(=I3NR^%Uy<pT!2x`dqEfOYakWs8sC5mx89F^cZA46qVG{$
z4cLFT!-(CPHxu6-<12B0GVT7D+t*x`HluBjxn-*J#O3SD7`wi8=NV%$VLW})uTMs?
z>uWb8KyVJP<QC<>qLyJNS>3nhp&PalZzld|SbLZ3ZIhDZD^!M8x5O<vN6QL;sy#^~
zKPeZ5OfZzVody-)_jTXE2I5&7rXOGPf1T?mCHeE6Blr`|`Pq`NcNx^o=C1qu@Sutz
z`#nS$A|-{seDCZ5_dU#QbZ_76cqqgg!O&wP?l12m$Rv20bMwdE0-i>4j)@%8y*qK4
zY1a20Ng>M6rNrKvk2vAYbL+v}E~mOf@m(8wu+D0?PByYBs{gW>PIAqDoX}`Q)GN4R
zV4UEE9)BgMP<WCp?<@Sm7`Af`M--X`2;zrkGiB;OX|i|tk46AKR9s37zzVWtAQS5>
z?2Dg^Y>2*PGm}@nGmcmCHRO>{*BZHQCNThc7LOWgmf3o03O_x_qe>noSilKA+CC5X
z%_oW*`@}~D37XT-+8ZOkI5}Pin^|dGdcr~A%Bqu)Co;ea7Q=thl}OgN_(CMTHOgm^
zAMqz(*-YYPg1JLC1)3x;Je`8NbZ*{H>&t^=b)Ed4>%)f@MIUz$mwzdBJ!SSt^S(4Z
z2MsP}3Q6-m!VaE;OpdI)TwwZN-<+&o-M(OfAd&{3`8#4KcIAPz!_XyR)-d42;E-!|
zCn)~#U=rEOcso37`pL6IF~H}}cVpEF2vY6PNCooEs|)t9gwoU&(?($-+Tu&H8^)Yh
zAW$xDtVVhP6zxzYh~?oeTK}@|5VgW<21U(y-t<wAUDva1Uc8iD%P^O}(=rVp7ejX{
zqI|*}AzqvpZoh-c6?6V-h>2w9`M6&qgreOi&A#DQifSC&`B#rNr+2Gc+5n_-ohbWD
zYp@Nma<ca6NPrM-LkLl_SJdgnh>zibFE{uGJAL?DNv+yffX**gOlq>4Eg#EJU>4}P
z|5pUcjiB|)1^~p11oI<9><H?raUod(^ofUceMkX1sb04q=_i=+LlV8=5PFiNAN_8i
zO+x4QU4fgm5RP996!o6BQX30WgjGHRw?~Lt!4%t4Uu<w}Vff%i%yWv+j@}OQ(g2{5
zMMwdARJnn$4NKY15lNe(#o>-Kw_nNbB=C`kp{VW|^{)<@aeTA8LW>p>cd?mRC;ipn
zW$&K&E&HCtseTXb7w%;(U#sV{xgDvDvS1nj2mM5BaD=~<F$6cL)tso!GavW3%zFWO
z3FX}d?<7~!@5|Q`sr6t(OX^7BI+$sj#Lhh1US3X<!36OrsjL@B*~xZsx3&WUZQ#C5
zYiWS!J}ry^DsdkBw~v|>?M{p_QOlm@%*V4`n7#vvd=p=>kCMkM5S0dbRcEW3eq#=-
z>8eD!r<&}ED#~9Lz8=2??EMvQyFIMLh_x3j1!mc^mtSyy#<^UiFl4XQMo7R$m0dJv
zl|mLFm_rL-j`mUOX0L^1!vdiumvooZ$7;2Q@mfBUfv4*i;O+k|bX>(bWDn*$ZN&#x
zEwoP1P<xul4vu#72LnWVA)|%a8Ql2Wb3e^hl`eg-GM9YKyMDwt_8-FZ=bxU6LAZmY
z>~E_+gaU6guLa)3xIw7Bv8$&$8|pW6(cQ75r{E21famRw&-Z<4t>Knzk5aT>ZJY8N
z*bzs_z0WcAo}{e3>ksGMjXs>6W#B%!xCmpxTt?=0#5Rw|G{S2tyP1wqz-1d7DWSk^
zwbZnN(Jz`G0PV(qM@EcRu(48G@8=JaT1mR4Q8NB$<J9(O$~Zd>+XiX0!6!aVM6~lI
z98f(wOx17^F=r5vKWtLq?Q;vk{9Y>X84uq0+Fc)!jO`SOg2RAeJBA|rkU1v$Fqp>F
zR7@>JnPFS*n*wzmYnTFQ7naGv(B!!mqE~D5&Ri-%HC$LEot!t|xL!k|YA_Tk*}gDp
zR0w@Tc`!_2U5)Mm4!Zeq6n2ay%OF@46k))*%VHvl+aN3Iwgj4pgi`pN5RW3&EQh!c
z1s|dkPV)s4HuM!qoTA+nt3sa_8Umzy%ifW8z%VQWHNT2Qc(4QTsJ%mYeK<Z2)4bZn
zJ4OGzo<ILU2r$<q!qcN1yyD?cP$L8vmVt*vfwDbumncb0LT?AH%$}fV8c!4kju>Y+
zb`$nHLps?h-ky+el7|~1phw-A@z_8;$Ng3pc&gVOn&NO8`VaIks`!4zmb@!|{1V8d
zNvedvctx{RVKx)TRPqPdF=elm_l+#q43$EM=2x^ZXxyC7qTcs9_J=SqEQp2<3@}6!
z()a;$=5{**GID2KA-cdqb!8Md2@bJX9cm^<O@V=2#8S*#I1nf92XvQ-;ST*P_?FM$
zHt?7Rn`$PoU;BK}AL}<G&1w0<&z4yw?VoAyZ#dl`krcnaIQNskGjHXI;<P`?p_GE=
zohh3JO6a8#VbOfs&7M%^XBwLn0er_L&Aq+AL`j{ogFb*8928m;!$_zhPkj6Z$!NX_
zL{}8e1X$K*QWb556g&Rolz`v|yfy)M{%-I>B-A@@+R9aAOu;!V@&16u8LeL`Jm6)h
zv=-*FTCJc&WHHi|@1r$+jK!F2V&KVGZ|~*j%rJ?1!L8olAGort(NQK>ED%Xy{6+Rd
z^YBGXYJ0dReyG%l(t<({%Cc{smN43!Jq$}kDk_@_UwbAfRwn+THS!4ehP~ZWvFOOV
zsUdM%NJZLsII;xMgOPx6@-^^5%qcL&9pWMGz$lISbbNbyctb^DT&5{Q{e<=FJRq9>
zlS<&W<^bN<?Y9q+!xm|9No2*aj}Vm!$AZ!t{*O>308$e;Vn<IJo6aNdd4Us_mXP03
z?mQl#Ui8$hpY-$MQL9&m2#Bg*suu8%#nv6YY2@jQ5WK1qXre=$N?0qcKPp68+^T19
zxlN<$b#<xZQXWOpA?jm*A#dko6`!I9U=p<-HH&rXRx%>l`DNJ^FU#UCL1eSS&l4MX
zpw3ZVBp-Cn+DUAzv*dDaUG^1M=dKz}(Xb3S{M>Np<Uwi#4mxc3aX}aw7xodF*P2j_
zDFtzIlyJrl3!Qakl*t>Y0CK7i$TyFh<>JY}3YH{?K^)>pIGS$HR0vo?@#;#g^J@cA
z5U<{{Q_L^Z>9s#O0q^(IJJ&(|Z#j<7*VFS}Ad}v=-kUy&^+KIXNOaLt5TRHJk`DpC
zj(6zO6gN`q4BkswXg0kacGgl$`OKYi<4@t;RV#8BsVE)-@?~y84kD(k);<aOl<X!)
ztC)go+Sk(gdExuve;$wORxMBcUF2(wfR*@XAdmP?javo`OTsyhzzz(%Tu^i?7ggLC
zp3?aZ$*uzXw+W4rC|z^aHZRG~nmLxNfK2NuI#1^|yIr=(3G<x`ie6_2t7=}GW<k^f
zrRJ^GZVaDarL6UgHy?tb%gbW0Li?YHj$PMdUC#|l#9}s~)CRH5PW|!uCtt@u5cUEr
zwBiG(M=2)NS|x`<2G{5hvkBlo=^Rpg#vd^q{1Nl}Q&<l79i4>Eeo1b+ZZDqloFgxP
z^J|j1*1>(|H{Z7=r_`e>Fd?CHl|xq>%38S5i7rMI0pss#J9>DW^vp|gVb8&v?FsCc
zvasxgWH?Ic7#s%umaq#t*qL%`xkIVxFH;JO>Wj$r)68i~EVnjYJJ)=p*Pcnp_6ZF`
z)a$306vn$JCtH7%@bC1St@IA;dZO1`SPt7cyngsb&G$!0Bf6?4_n7F+&9XH>p<7og
zv8S7wi^RsB!z-G`YcTOgsLDNTAQnX|TeB<d<MdZrqkODPFgZZhAG__7k=DhlR13B&
zzbQCcu40j-TBhi)xYevS--B8cwqYG>j^3H-AtUX8&+3;x0^SI%-q<R5u)2|$EOQSt
z?WuZuH~XcjSLjRYXU-KbUC7yDS?8?hjuS1XMnp#06S-)4JUG(GV$~2tgfdMW3eHWB
zvrdUA`B4ojeAV9n37xTUYqzaySz7+Wh>hurbMDzGib5>;vzW-xfwE1@ueEl!8&9~S
z-d>%a*K1mKl{mbRP#g3wJDuR;q3UCrU5_>%@fL}M=|6%<eyxhwrCB^Qbu!M~kmRD(
zOt>o^lD=b%#|n4$CX7XUaw5?fYF%jIeT<nK>_{gYBIyZ3?2%3wvv0%e!3#~!TM7w$
z7Ji46?Ll{^6-CF@O*~?Ye}_{(_cYi_(5z9?#D`cWh2lTz`S#~vtf50w6;tfb4+ith
zOhm;^m?H^eY=(RKR;iFaK(#vxNfxUsbG83slQNabWdY%(XGZi`VA^m2pHj=JE(#^{
z<<)2AL1)_Ahed8#T}>?mwj~>!k}?MM_VUp6PpW1Zwga-iv83P?XB>Hll%5ie)cY}N
zhH%FbuY$#CgwgI;aA#&ilg(9}P~kqvs@oe59%5!@p|g5|vgtB{!3Fnq$Lgk44yN5Z
z(+^D~#W<woj>YjrJ2&J|kw~|WpS<qc@^v5s6Bu1Px-Xx7<Co(~AMbvSCJ5GZdh69{
zyE3(6Z65*SQWyZR+P@~U!AUZH@WWA<hpdn`?+3v|hS>m|5j=A4J|WcVRXw)sOx|g)
z6!9<d0&rxWum*_?haTRL_3i8}W~s1_w$VjeduCdkU_e>{i7r*OwmK%(g6aVJj={=i
zsMU{8oJrC<r39|}BejACM8`*O8t_ua6fL3*@NAF{<UO=)dq*eyXg*AoeYTi%!4O9I
zc%1|nPPeAif$<VAM75i!Wvu5;t?Y?D#Rd^Mcue9wpz({jszX@YPc3efiV1wU7TZe?
znLS?=Q2eAi8(pEb!RtbdDJ|&J&XhciYP^|Tg6g61w=BaFZWh%5&sEn(&(dlLV-YX!
zbDVbk8dTY!e}ZC&3K42m^!IXZmUZ1DM0j(uA0a-;ju5w%@o)i`aaBD7pM>n^(682C
z;{6)ycj9|?%%d8IEWga+h(XDw_+}Pt38;Np?pjoTP?Nnf+dFP`q9&rj^8=2OI7lW_
zN_#rL@%l(C%A%~ALY$ABaJ6L=m3+{|vC`qciKv_&BqXcrR7H8*_R~l^%a*9TRvk;6
zgELGP`$RD4*L-g9sizwE!;x|Oikd`Db+#AQy$wtF2U~H_{c{!d#<p0+vEz=R6CwX1
zr)<W9sjCgcCN`sZoURZOJhvAZFj9tM@}cwHY|o-(E2ME5QS*?@KS`3|48DA6Bnu}P
z<HM>b5Q;Beqo+ezHns7WbX`7nA!;|EF%@}%1J${We)!xZoiyYFCWA$2c&Wwft#O2I
zg}enEe|2$n3E9ob`U(4&7pv{C_-Q#`dKyjbyQdSrU-IuQu>?YjXe?v<4ZPo5Uwd?#
z;Gfryn}M4@XOXZ7N0ke++L-)1jhbzKPDiRK?q0E=sOjCa!6t@h3JU8`m>s=4&`MvX
z&L=A@$`ixYbH!%5P@dR88Kef30_~r@eP{a@Q-}B<Z(EKMmbgwP;{)z`{+XqA&a3v2
zMN=XS{-{B%rPPWN^(8XPxv0uA7!YXQsDVgKj}l0&{wKmhO|N`8dYV4w4}CSRech*0
z_?EtGgib;G@!HmANQXhB&H@#*1&0JQ!E#sRrp2*kW|3_JgRv?Dk?N{i4G#c2%N!#H
z?|MeRgzVk-Nq7;ZsyYfWWaDiNjj%Xgl$JG`ygD^}-4AJq^%_FDWGT_dI_w+VX;~7l
z0tn~qZA{ByU+p?(j<1A|*b~^=e2#LvW9`-TrCom?NyhC=`Lfur#PT};P(2uU>Q@wM
zL-Fk?HIl`UVerKnoFpm@Uc%Y@38I)rfoVv2WsbaGTVkQ;H#=T^-O*V3Lb!$$)Kc7k
zYnCTf@G+~82|gi~w6%!E?u92LbbV^z)y9=7haKH+hvNUPBWDw(tK*x@6&p<{rFu4e
z>15GgRi*bS;y&(YyA4NiHX*gB(NrEdLziIDhV2#!A!{S*t7M*gcHx2F1yY^`vWg?n
z5*J7I;G03}!+NYgj!t$he^>~zU^+!4KtMGC3ZW3F93TLvA_t?V-9zXusLeT&K9}^9
zph;Dd#AQZ9g)#J(l-#Z|yI?|I{G{C|c2kS8eqj-kdU7hp-3I`0hPZs#e3p<yHRA50
zJ(*?^l-DsqFF;Ma<5fySVZlUt3zb&$mqJF248BT5-Qks2m8Egzq8@rVq#1tI*tSbS
zqW?#4Lz=#*^s6VxaVdu=f{a;99kZge!XKq}Jy&jut{`9IRvrie7$Z7Ji*TdHF<=n7
zj$mG)CQIl<JA|bTG0_@mHHl>f?JTpIkA(tkU%~1$vVC{FS~;?oDI9iFyWyT7%M1>y
zv6gFtuxWTiMEWJ_{^Pa*svj0H%hw=oq`_#243UAzFMM}`ICc8<fV&T};nXtZ%bVl^
zXU3zqL#S}NZ75<P9zyD?WW{{)6^5}4o$bM^4J+W-ZX$cqi@y8U(Y9%8&_PyNKGT=P
zEB7vUCSbHkhMVmjCLLY5h%v4^8rS*?t-;+{NbQ(tPCVFXxV-0w!U~@tbL7gtty}{7
z&u17}XwZmV0n7;MJ*&%446Qr6RTz8#M^h%6I=GnJL%tARvav2#A)H4-Q@ibKh(j%V
zz2>wh?du_qd33Ns3l*JN!4wyvpKNkgX}MGf@u_%cn3BkT6`+OTny9kh#%<-GsvRje
zZjqMw?dAHpFL2uu7h0Wbti5ia(TuxGkrE(~RC8Dk=1`NFb~dR*)g^fkALLrLl|d<3
z>D9EU2sD8q10~p&7RM<uzI>81IF84xSZ=Y;9;ymkPlMQ+49ESj7u-qFg4Ny2qmU)~
z2T}c3gcCa-(7wZyc~J83R#28IwVS&BM<4-Hor$CqJexD;yiCKR8>TSj9$^TMgDFZ)
zU>QFKZX3JDu!da?!tRXYazpbMwq(bpvD#;O@SxGlHfk1Da{okA+he;TScQ+z6|L%!
zhI^HcwUnKA?3Lc)!?#jP?HxDpYm>g_jp#E+{wu+EW$w;irud@E&Ogj?shiZXq((rI
zdTT-dSDBFT&ccnp@b&jS6@@BH!%+DL{iwBld2wW+h`~yCn!Xh|HWU<dw*0HvAC~v(
zrefwHC}{AZG-cqtkSK^41C-)2>%;!i&)#`CQ4(UQ5S2U3iqmN*dUrHD(suiC{>no<
zru5*m4Sj`$8VL;=?yC%X9`@$fNra*xg1Cu~pq=YP-5?X9RWn?%T6i7n_5BhFLqz(0
z>AkrbT0B`ZR(A{20yDmy7_0YqV`MECeWyZgQk-~Uw4>Q7)9fe8<+X&k%R|VjxGaoX
zL}E(*(Q>l9N}YqC(&~Z77&~cHxz5X3d6y=PqQdIi`mv;(h-W&CP%eFx0>|{|`POXc
zs8rFb%|T3<^hap*;wPu#&%3b5+Gq`taP%t(QG>KZEfq&ISFnKH?&diiseHAJI%8x?
zjA`H%Zl3_E!bZo(<$m<pna$-eCP|hE37np2rtea*=DI{Xww!DZD8l7iIiQ%QKvq4`
zQ_Yb6&Cj(ynW7K8QA9pvgOwTSK{*Ku_*Yk-en#-J4jdNPp>GI2cJ5}*9+nttBvvXW
zAM#dRRaN0Ne^zDtqs5+QUsbMX3f<mt#=~`9<t9ixf(9lU<M5&HNvW?;1w&V85XqxP
zF-7Nlu<xSxt%men1j{cnw+6Tne6T6V1|Qfy9~KP!>{R&(0vnYK{6Y64symF>YH2Y_
zf!kvmE$;<HBYL1ny6C41;E8G8{cSP)5+^3d6M*C}gC7rDue$1I85HqSE`jQ^cd}1J
zMB@B7MV?(G)#-<eCY3_nUV)P|lBmUqpU`Ej5GVvi&$MU4RCx!S*joHFa%Jvn9E;z7
z|K_uBbvj1|2|!`gNI7nloyb)SLm7Yp?a9uFUtON!=|ub)lDI?v8SY*E30;}LkR#eC
z=>wGua3%m#MpusF#B)kW*>8#MH+_3B>VqMwdHKc0a%%#-mpz9)F;?T+b>pQ%V--aU
zGo{elePHLrF!#hJV_F12Ea-QH3{8jy{U~b6ZUY0jk|<u5%_GM}ss|H4wxAdt4wq?%
z(g^z{GDMDJ;|fvs^F_7yimFXPSvC#P7o0xA8kex<Hinl^h$Ex8ug%`v8or(pOULnS
zmfNyD`jlca9xE+Z=fR@ACg18*)@Q?!O(GO;M%d^C3c<Gjt#KiE4G-Np|BE3Dz5esn
zab8?mj!Zarm!=$xs8KWuHr~xXwh0LWO0{n@)y+3Q0xlG(UI_m^bVo&)Br{nq#_S@=
z_StBx(>k~qnWubZCUax*@G$U)g_zguWx3ei=Z&SSiDKO&Z_o1&#rTf$-XC_*R|nwt
zlL|kJsk4&H=Mh_M?*Lo=KiQ0XYh&cA0C3a5x(<ABkyf<AC%DR;T1{aQt>nYp?fNOT
zior_AA5-qz@c&lU7)t#>$^a%j@DjA1ZE!nu`kp(5c=~DK0Cjb%fX_fHxHnM^*nA;(
z3*$RLU&5kF93x-Z+6(x4)d<c?iDZ}i4xah2diadNeUF$-(PqBl{Og*xCPm%W9LbA_
zY4qeh&w?}xqQOPoFAvCe)51lS9tCm+(JJhx*(g#;sS`62DWt-QtEEn+E+fX4d|@G)
zM$vKB)jU0XC(P;o`$@sK<1FhTL7nlkfAG_(DuQH68Z<>IJ;c7KhG?H882=Hf>WHT9
zWi&)3zp{8KzZ*X5&lx)N=t+Iu=71_8iCjB+-4=VgC89qN>p@F{n#`74oLkqJM`G(N
zVy?MAaeCR9^KK@pc<OpuUen2x*Uq=Y#_iCkk0PX=;deC)2&okPQC*Yj<L1ocZdQA`
zjY~;40D@Or{;mNpTY&k=v(W9F@9-U^L`=z9aGiMly}%)2o1}=wTTzx<7L>;F?)w^?
zi=U71Ak!#{1H@25v+7SL@rWa;y+|KJsps}3V^F?=qD4&{`P(bWQkbQFNoZYgi_PcA
zfs(ic;jf`a1Crb&6mlFN=On_EW)#@Pn?a*FSozB=G1N8i`0&6>jp%8?d8uB=iqfzL
zY2r_7o+g=a>e;h4b()B+^`AXVW2#IC%Zp<)C%Xdl;wacVTP0$lka;$ko#b9I;=N&U
zLx6AL=1W)p=sDD{siG2{%gv~*yq3h~AJlc@K#6=?>C6--6S58B`)MqP<wkoRTS&Vt
zCSjJerT+xV3G{xzZx^7AmSX6dzn?UFQ7rJ=CzJ|dpv)OvwXpWkDNbdg-@}6^ew-!|
ziep=yx`bVR6v88VK!X#fwM4h%e)#bP08$WH*>7oyIq{2-LK}ozu>~Gu=6vB)p5G;!
z=w84b;9E;;P3v|tAV(?dYW`ATN@%9IgbB*WHx!>_)s{uGE~zQ_GPoNLz`2qr`mMJ~
zFd$D)<)94@eAlU}{q*JKYn?_8SXTlM(=0hF^yyg^8Cv?44Oz34i0%Sst~^^+E7;N~
zj1lv*SS^3mg|Ha9uwus?S<O?R()8!q-#kC(b6S66uzI3EVWNHudzY?GeY6kxKu`Fw
zI(#>`h6-f<JR!%KD`L`=tcJ%Lp+DWJ<(hx3V78X-Aa|aBQZq==(#8xCxAP%D5RW|%
ze^pnkVHo^%6Jsa$N}+ZLv#1EX%n=Ft*8Skd=#>xpKtSrVOZxre__6}hYiCCI``${B
zm+UQ3k0ez9E2<}?8hO@+h{Sm=DL75$xHO9FNlN!RbrDNW%KX6@vjfo?`3q6(Lh-V7
zpFJNcQQs|0w3NYJs^|6^P%w<swq_+n8zL5F&%|093bNWD*(<~*)N8H|vx#wM?b!A`
ze9)!xQZPq#4U}6gc@zcidly;*wR(~__xIm=lQx3CjQN}LOQ-YHgFE03TCa4ST72{A
zjMek;`<Ez>)tgXCYyeU9vFoihTxv!=lc@f~5vREpCTK0fVJ@!g2jpWUPWKGV4hiZO
z9s@|0RO3Y?6>6|8%&_^iwLpuwDIei<sqKnTW9Dq@u}V2DIPV!2q_@}__}ce{JVtH%
zIu@QSj-@kdV_QoDixNjlnZibiv@gj1zO{{YA2HwE(F}~_J!s>dHe*)>;6zhNSEm`D
zy5)lurE!0vboG#Jg{t1y?o)+l`}Jlr3+GwHQWm~Kf8&pGnYpJ!mcZXsWgi_Iq!qPl
zTV=WVX8K#5$*ALKvcd{O6VChb;e7ucgVpe5y|mGj;WxLoI0!OYIVe33Yg3RgDVT8T
zjEJN+;{-yPLnC#WPAQoJQfAbrQfUn=+8e$@6s3jdYJf8EEY$x|XF-+1;c2+_i=@e|
zUoA*<9LFZpM9Zwjmt9A$K~aeOrgi_~*LZ$Nhb_t%O0CfcZw*6wmKF|xh{+W76@{s>
zywN?Ez9wy&v4;TqN^C$nX3-b&F1)R^{01!1T|`WOB)qbY;R9!Nmr<g?Oo^YmkO@~Q
z=Lwu>T@<`mzVG!g{FTo{l!hfx!g2ksFf~%F<f!Y0%t@*6p;)5B8+4PK;ON2kz&NG0
z(@`J6EXf?K9<<wW)elCH&HggUj9!+ji=|hr3Hh9uQxlkZe}M8St?wPZW{5h%7)JZ8
zU9QDqrO%2D+$REyie9~ExrSvLP=;YSi`_hVT)wYP%K)fa(o^A5bEtwIH2cL!FCY7R
zTXsKfQNxYw%edCiR4V;#3^0eO4-b!qjwW%Zftqtz=cL+sUS)7B@%b;o7<ts`ZiKye
zXhKXWu7E*ulGiiR=2d@@d9&bi+BS*`S-T$(Zb||*tafmC!_ewzIzJpsmnr`0)0mT6
z(?`G#fvI6W?}k^&mvm;~E!5-{>cWmOiav)eD)lRSi0&=w<H~lFO_U5gYs6GM+xGHO
zD>@DXowqnoV1Y7H`5#1e)v_=L8+lIptw9H8eA?=*UmtXIFO3_0hA#ZsTOFT4>S1xv
zB{>}H>WhuOF0{c-OC0Z*^<1?#-}rKEF@`H!>OAi}%LG@NYD+>>g5&XlPll?WHN&g*
zaka1{82$iexMIy_nBuY~6`-XKqhbp-TV7w|NOk<r)%_hD0BH>2CB%w=$v?}hnoR{i
zJXw!-f7MgQk*;*sjsp$VqZht=+UD!4bqaR57_n@pdB&&5Wb#`OFsijzT`495@&A>4
znYmGMxWMMGX2!xSSE+|#Th{R_l;)7sZ~5W5C)W|7wP!6!MXuT=1Jf0~dACoqb@*s6
zK>%K}cH<lIZBxxM4#6c7np6!|Ve#I5-}9d80$zB^;DQ9>NoXajPZfW(nBC)AQT!sN
zE>2)@|3&i%=H<cyk<T6C5W*Besk{4y<tahrUSfl<Hl@ufIl?eu2L*MB4}Cc-5Dsmh
ztk%&AxHR@Pw77e?C9^bK;4eq4<%l{RJ#<o@a7w-YLR*@q_Uy0@xbHrkntTL+oFItL
z?+AzxGVl1kmM<>gDU~ds`<pU+so)Jnd5^8Wd?Y9618~DMw7?kh#?!@L`Z_t~3q!cR
zN%FM-RUjenTrfF~EKXcZl;qNeEi@(qlx&vvj=}kIUDMRAGZ|dc+mO$otr{WRK`A&u
zf=V}_{1}W157?81PNE?_)$?CdJh=NWtfb}dN9tR8+qCD6XODmx3sJ-L05_$p{vP~p
zWcKf+6<-0k(rod8VSRMACvgzNCzro$hD{B49FA0^w1h>2A3JIUS0IumEGu*i7cM&(
zK`}3Gx-S&^F~L)+qMIOY1g}_C^ZwQT65^AZuy?pWJ=``D?b`P_!60Qjw+^6h$bnj{
zTi|+;vc(^*(7du$2=ua~8lhzqCVt@N(D7e#VOyGOrh@W~`c3lV3j!i$L$&HKH0`Ce
zq1wUudK7Ol!5q6PIlF|O;5XAWos8l40?9E=Z&WgMMGqD>o-Dc8oq`z0=Q|ALPr`YW
zyo(g0-9y%bXYzU_fl;r^DG3FMJYahoICHIxl6QjNG>42YwmChwmqhI3o}<yQy9f)=
zg8Ruhr9gaYr)ln2Yclvf$7Jr?7=2|IN5S^5sj5($$Mk^xD3?~k0mFvQqrbfT45DPb
zTOecp?k9gk8~DNfAAc$F_dcOqk<CN)v8Psn-r2*kGS#Q_Lw3?aSXIs`e_YqmP$z8z
z78#C)T$o;4iF!mnMcQ^moeV)l!@a7&SGJVlqMt8s+3gBsS&3iSS2<`I%h+&(o~X0Q
zRWltIXfQl?cJa;;n$uAIe{YST2@;jj+1ys7wP-yI!Eh@az!I>N>3vla)E#9c82b$s
zt3ZHPP9=Oq1EFTpGEB|Ma&yoeTWVC>wXds(KGX|FM))PG$!bL!##$@L2$YWq$sy4!
zm`3?{3KCJ%eV4Cbn;#Az5rRk|Wg%jz`+k<Rb(a;1k2N*l1FR3mc2VK;a|~YWP&qe~
zg$;qNJQ}|i19@Z@iO}iWUV%>K0-tgEzBJ;{%d#^hV;4<m-`NZld*T|mXznB5+S`n-
zimG8ESG2P!sJ@2BO~^aVAK`(%MOuuP_Y;eSGtz6QX<1HJH$s@D>LgP>3k(V?E#JWL
zNBarva~Yct$nZ+8HUUd)8u01J`mI|0iv{Sp-IHsi2PvYtmeb{6q|cJ<bzf75!`h1?
zD{rmisNycoG`wl_K6{1&y(SxmaO1FG6+#uNuC>}PUeu%*3NJ{Igf@wWoc-u$4a2}-
zhd>H*Sb0LOnRF-htoVy7E0*gM_I+#y3B(H<ym-?XU<#bNDP}9g<ZUMW$uU7u*WOF>
z)J*e$WVE%Y$vbLCT$%NHlBQVx+fq#tQOTosqA`E5E&dCQr(ZC4)=MX3uUh)Q^<A<b
zk2%Y=1P#z#LC=00y#N6KdHF-D{sNEK2PZNIB)=Vi!jV)9*Xl2KI=kv`G`WSs7#G`a
zMgC`9V~%=G2$npY<$l%_6f05;)A<-`M0oF9@em&?Mqq-YY5MzA%cOMuy99KXdmR&l
zG+nTDoygCKXeMWIGd1bOXy}eYdSSmJARs^=G=Vt3m@my9>)@;qtX16%?bSTJipw_~
zSyj3*K8i;7$y3EA&DujIsD|g6IL2LTdp6oHuS38tb&l>QsBCZ4I<i^K!Mb)Qe{sF#
zL|qg0rT9Y;-+)9XnJk=04*gc<xIW=oxwX97Cd6kzQg3?h8Hi!qB&+w!S@x{J0<i`o
zd((j<hziAzfzaRe^pLFeOhCY~xs^fW45*TU`zN$*8JO08FvRq>h)O>8F}rH!3*>{U
zF94nf=@>`da*EffjLKRCN`F=M5EuxFkVFMr1aiSJ(;E?DZ7%gKUdRULSIPR5^XgjH
znP%ZLlJqR-@=Z#ZcY85Z8wfmUd%5*z_Xo%)#Tc-ItZS!|%WC$tC}nfv2$X1eF+W`s
zqt@zjD}M~*1An7p!W&qpglpGO`;;+7K`K7F65Zz%%Rf@Ww00C==SBFAtWnpTPJLSq
z#QVHLBe;y*xk1QO3+5o3*4D=Qo@b~xmcMC%Q9+p<*Ith_AURPU_dtSYaC!+lRUMW2
zc}iCCEB*Ed57?1h<6Ce7H~Sx}aDWeV<tHOBi3UW>C94il$dZnF4j(Bv=2@cpQqZA1
zQ9U+Hl-u2^>90;&6$wZ&s*YuL8QDFnhtjR*M+KzpL{&q@<Y7%#*gA*sw;JSWdArGo
z)nN_6iaS!D>$9W4h1nsr?hM%xLb}Tg3s1hFDj{yFg!Q0$Dka2H=J}IZbG>ef;V=ct
z`YqjX@w@PA<QIlW27_9VFO&F;x($rmL<heG4@Vu{c%tdm<0YOI@iau`BqnpFuxdy7
z7Y&0n3dYYqVChBVM#=Q|HC)cxe2x#2iK85NDfPK1k{YfJx#QSo-^9N<5Gl;0X80<U
z-yJ5zy7bKc>KkT}$7x43MvmqiEZ<qW>Pqajkx}MGlpUl0Qgd^q!f|V}WE@*#{oD6_
zFBzz!^(t+&t-i&O`xMQTr;-V>Qea2Us6z9!HhPkYRlA+1X8A#uI7YE&Y_7Q09qL06
z(~<Wzn(5m_#pYMjG)-&@*=*2Ug99Z#?HW4gth-?PkTP8lm5-NA=#?tEicAOqOGco&
zgrsFgW*w|RzV1JHG9qEPfX|&0?jSTZ!2vIl<AdY7A*SR$NsADXg3OLt<5Y((-EnoR
zO6XcFu^(_1f|?9dAEBfH9-GkBT<a0|U0Q#tqGsg&;p$b;|Dm!Si6<zx7|g7I#<En>
zUXn0Gp_^69lu?Y^H7JW)#7Wn*rpy*ACuiy*pJXZ7@+a94IlsD16Y^!KzFIwH1vuQt
zlt0NtW~0N$!jbFWIko(UZAr8^58E?XNb_7RP-)yT+Im_G`3|(by0<0wrgnbbMZ6C9
zZUdj4s)-Cw+Nz<KTD_?CXBkE<$F>qs+eb=!Gs7VkMjM?9$^yPNr1zp28rv+bwrsUP
zwM_TE_8Q#6dXFcZC=9q4bYUMUt8KacG}}wL+pmIk%~qpZGh*iR+DF0Th2=3kPj6jW
zwX`+=hpx8_i)-oHb%VP%4ncyuySr=SPH+eW_u$reaCZ&v?(XjH5S(DacCYpB_uKoN
z>zsexHEWiP8r?N#)u{W~jE&VhKbqrg5nC)2hx1VP+GwL2STuD{K$S~yQhKRhQOiDA
zRfr4xi-}yUN+a&3@z-?8IcO@p7rS3zlUuMoy*8ZT0$!U!sAdN$(JQI$$41|n1aW^X
z55(OkeOB2`rfVl<>F!LKL284bUui?wu1Ou66hy{pX`v2q1%b<I?J}W@RY+|r2>ZrS
zKUeKyMB2GDt>_#*Z4j8b=QNQ_E6^iDByxY-f+P3L<foSu*I)R$Mj7^Y6Oz2)n$U>m
z!fdstB#9SmeiYJ?k4k_4y2PzC+0wBYffJ9?Q9bqMZ2$h$evQZ3vg3Wo82Ezcb`OFH
zX_0e`?EcOaNqtClP-_x(i+~)$gH$*o9ga>G^_f$Z<M8LMP8dHKsy6VlL@GC5&B{Da
zO!WKO4yHlZhDu0&aGFL(od>N%c$tikBowC#L?Nr$?YKXkO4j{>GDJmwj2I8%4b2cH
zGq!EG<6nX#-`$o|@MhxWT`uw3>o)j!-DaNccN4pFCeL)8kl(6&g6(uQ#YU@ROI(0n
z3|ZDA^dICwE7rUIfC_(HY&OkA&h$@?frX6S)Y6AK(30Q)682yPC*aooV)PbM&QcxF
zM^4ngDG%oa#Q@h5qbESMhTfIkJ{?wmFm?fjL#oMqekIdvu*6R%+xvNRLw*>Q_A-t@
zziR>V#8%!ScE8fqbX@6M3OB?WwHM4PmK3Wu)F|H5Kw9ewqT!!{Vmj(yYReCNe4ZJN
zvaDmfx5P-H;fx0A+oZk*bPb_8kt1j2su<PY2Bol(OYy`v15U~QA~~R0x8W4xUiigY
z1}eMBKuu`_HJ<kyDvn(Jy}0kHi3CY$oLL^n2`{<@2o<M`nL6tGPvP1EppYS~`=~h6
zX+y3x`s!49+4)O%?p&=Vg+|w0lYpe^q&bQ1G}-2U^A-k---(XVA=>uZ7a$5>#Z&J!
zQnUIxSDVl!Ouhc)7W~P<SVxqqq-2EsHF^R%yVYE>!-mhnh+$ToVuzz>FH~d`^)~$Y
zx-&e_h~7%~XA3)hbx<AwiWJGe)gk*U|Ds|N9;UDzss#&Ps^#v{SiM~59mW-^%20}a
zMMJ3IFc#|=;&JX*4IS=~yZB8ljfLI5-OUU?)%km6@bagVku+n(++g&nO%T$!X>zJf
zPqFDL3m0A0T^yc(qIL&UGD2uwvRCrlQ+)&L(I;6ou}ZEXqA$WHQFx|e3az|vWH?CX
zZ38ZoMg88ih8lh}o$P95Saw<sBQM2O*tP_Si*63YryST{rrDG(T33i1e#YgCFs<%6
zMsC(s^=jZ;7?t3k6jI40BEilE=LSP1T!8(jc2xT&!m0YA_<~<8q@lsgOe$O_9pYD#
zl*tR<?NZo6MO4D2g+CxeO1izRwcOS(q&29-#&tou^wT6b&K?U3&~AQpL!Irh;r&<}
znRTW-5(*#TH~<#(qT-hiSfPV7L>Y@BlZ7|-UKQ3?W7n~B`)8B(DgIJ`G#OrIG4QWq
ziy%|FZI}eSZAWfO$_krV$(58>s|~f>$u3mRd(=91Etx?hr`R+CV-O`Bl_B-fuYz)+
z=<5ZoD5Wn(q1qK=cKN=vN1fEpt<<sG`U1lkmZAIj<(a^I@{;r++l7iq?f|j!t%#*C
zpKn8(v8+}TK&V4S#5khwQo4pAf-_2->xt*|6V+=81-lBu<Hb>KP2fk1asyR7_4ud2
zgSNA4Xa-cB!fWjcbUaueIqn03MKlSVYZTu}0fY2X`;?0RkYHl;&Od)0k1sT(f4UyK
z9!LhZxB05>i4G1m*MqxjMQK!GP!KauiNx?u*Rw<{{?YJc)6ci4u&sh@FR}DhPcCP(
z_j49Lolx0ZenZ1==Ud@N;XHyk0_KGkTZ^HcL!E+!)vh%(B^gcJPpp912+$^b;d<wl
zzlk(kuKwW+p=^QrPT)g5Jc`8FJo?uc4DAYuS?r-Iy4A5z)=yNM!*!mtZj$#DZ|pn5
zA9l*XK~+34OWP9G;9!m4?G%Xho(kh*aoLO)Ak668TB&QY@<^$f!u)EOQV2a#<shPv
z+2S@)agIoCPk16xN}aadd5ppb#U^hz5BneQU6!Z>Ne0dINF2<OoCu3GtCR=<MN5)U
zT!o2gqb$-%k6#7FuxwW+21&vA82PsMkB6-f-k*DGSd2$Q8!O+82q}u?qiC;ZprlN|
zG~Z?>NDky6+%HxN0XL~bT;Ey=qgZ>lHdPvmHN>L3IMP2OIJ!f|x_1m!Tn$MvQ2BeH
z$E+NCe{plL8+gCXcHj2?nEB<*Ha$8~e#Ts;Dto4y?a!{0q_bFbHV+n4@{Q3S$`8K$
zIxs=YQ0{eW9Zj}o&H?pJ_I`!@S~iJZ7kw82kf*=zB#ETEaSk#=iX!;6KU|gS9ggkG
zoyXgMe5XkpT9_5Fxug)fLJQcx#fu=`$CsC-n`vc&+tX+d5-`)Nqbf0XxdFhS%}V`b
z-zv=yl9S-z&Ya^Gxu5?-<GZ@YSl+V_kI}opWOB28b_gP;(*l0kmMB#qAt)I5T80`@
z=%@18D_6&S0VmCUwlACQXSni{C4)Ib-Mme_#t%Zq@kH=KD+~hrzHtJ2dVGf)T+t-~
z{`y4gIioowqCHtF0_O&<*9ppEt9A`kyzj5nOegbEGDZniBg$a<R=ezRU7>P;6&LI4
zw_C7e?77To>xKTnrRwH!?k~U)cL!filDy>;l^U^51?4=A?$Tm?UQ_UC6gu4?#-THM
zQLU#;wBDXR;N+OYf#f5V=OgOMQtM2KSxcg}I&0iu2^YB=kC?zF)JesPlP1;L;-YG4
zO!2%)H49Jb(#=eyOj4BES|naYZ}0bSku3>np6310a&f-Gp0tbbPi30wt}4~N!GgaO
zsn~w0x!2s}(AMz=S|peH2;n31_Q3Q8v8y*?(&BMp(0r^hXh~3p^+`fnJJ{ecv>^p%
z@}%F)AjfKIM~|Y;jwu#BEqsi;jC2d5)nXm()utu3YVUlD*d{&L-9<OcSU_w^GFzGD
z(9u$WQU7kK&A?D@>97Z5Aq$C(!5$PvuRH>Y<q=LSxr*sZd*;GZfQk^CI5nD~3x=^4
zjbTsTI5{v}R37B*j?Abxc|Q<H#@?#aQoXWo6&j66o(GFH^Um;UZX@$J!iC!1wkq-g
z>=;<Q(-!YtGFI^;&sIPBqp&qcBT|o%+x>b9?EMYeO@L`E-jec~*|~;Y6@3g_`(n}p
z-a1Kb<8)fktjhUgSq!eYCknuYm=;_;GGZ#7(kez9hVE6=cp5p27>4D9`|KQ#hPtn{
z-jR1=6Dt1cE&^J?Y!+1Q(kQ;Q#-CWezE4NN(ST=T3<=@YQox);+!nLNps0l+T?DZO
zz30kU3;9;?4=Z(2Qq?M%%buQ;PpyC?MSU%r#(XvlB3OLlwYcJ0!fW0d`Qx<gED2H7
zdo#bcS+fwy@0Q`pc&BF2LJ@LOx_{L91}T%IQj)?fqxc6uSACOb4yl+;LU&L!63Mil
z%21JUhFt7jz_mf<uUtUJhcvf2i=VU$YXx+UVVegH)R(hJ{T1__i24T`!Md1%+&HRw
zo_dm4PVN0CY{Xq#Su@mAbIlh1p|C;+BhVdM7f4UNh0jjdKV@T58_$+eXdz-u=nrQV
z@kHUjiKpJ6rgY*~<{-XI#S<%ar-+P44Vc+|bo*#Z)2Nc6B4$FM*TB+4QGL|SggT7o
zvkEsGLcd_^GMX6xwegzf77i#aCNSod3;&^JP8Iw6^2IIo6KS1f=#_xOK_g<PSgg$)
zPMkzQyi=RjNu-)&@AiAX9p^Yaq7|82i$@Y|o|Xb!v7(r>GaX6s%|@sh?5XYVva-Uj
z`$RA8=T4HRFytCObS7pKP66Wd0lGr5?WitB=Vh&_15@2QzAs38tqE;_%)T!L8jYF6
z7<Xnv&7j=&1NUg+jv*`JM7M1ORkt1Xu|0OXb2oT$LeWC?yKg!?I;q~|{hKPYn<%t?
zl9X~hY?#L!`%N^Q4Oa2;H`VOp*u6t|@~En?(z7mxzr@|Xg$3xi4S)CH_Fxfu2<c!S
z_KGyHX3M^DV{pr?p=suk#|)BZDxHTWrq_|A*AJt^OUlDeJC6^*km>9LuRC~`4T8-3
z_WYI-h<U!y|2oOyQ@|&}OqWr19hjl7=l~>vyD1s1F}5+LD?TR37Z^pBuj$Ua4WGDW
z>OS7D^~EhQyHY3hXqjj5N0!)9>bGfjETOPujG5wSTh>pW;zt+bIGYPY{^ShB<c|bB
z*-H>CII3T5(e?4i1<5&PdF?_t3Mp?g4tNBD*|43$!>1PPXAlm%7*+^A-&kk9&PF&%
zj&-XrQ%u1e;q*kg%#;&h&o`IL_as-^Okv}AgElu}JFk4)hfN<fS$EB(SU^+puBW=;
zuDr&d=7Ihy4Sjq$2^FcA@a$7X+QUQo`h~A}8oKDDY2}|T{1r$!Am|Ch@-+?(1+=(y
z&tTUK3IVT`8hzxp%lcK}uS;x;EW6DXVNFNdOFpgyW<XW#`uucHb%v05cfnQU+Q`)e
z?!?Qdt(d_}`i@8?u`7|;dD6Bz3hg3hq_G*gd1J>A&s5VTSK0y0{+REKct4MWt2|R#
zBPm>?#U9GJ=%cYUPge!Uv5T^nX@w=0u%#U6c_mt>rCA^k8<4GjuD?OgXczHA@X@e+
zH*=ZIfJmk}KLI&Qjvlm-NALHSw;|P!W4WEKk|lXrooEuH;4`rm{{->Qj_~+6->TM!
zm#K{ip4vFCNfn`|P>*4s=1L5T{DP<q;Wr-;ZET<i&B+z1iTs&imVqD<tqoG~hgl*U
zc%c(vVW?@r7NH-^{UVV(OL!YML3rKhW(eYKQlfZ87c@wM9nq&3x0czRX;hn!G%x^3
zw2}`QV^q?y2}Qvd!}RL7$lxRqhaG#c<c9z?sEGd9ADtA9sGff|uc2l`kDx1wx@dom
z8D-1;fhB&eOVk`yX}GLA;ii|b2{8;UR~^`jYg5!DRW?JF1taK1+llR9d|bpbjxBqT
zWESNb4^=q|!^GEi2Fk}5&44eUjKC_co{R^yH%oB6YTg-G-{*=@Vr&QJDM|)e=P3@T
ziPLP*CdXv|Q$zUK48!$rW*I@Ha<3>Jn>vqdcnQXJxy0FVmBI)@U^%j~O~_Lscs7z$
zL&5gni~1rSrb7R%NiN>bIv4H>fx#<wo}#h2ZRT(0KypXaL;>Ty8Ds48=u%w02r|*<
z%#KJqbA8*8r{F#uhuc~vQBu6HHJf7&DOQi4=E$PgtVGnhM_G~(T))}?g~-OO<P$|a
zlySq$6t7RTjxj6co*r_9bM=is1LFx~llEE=zljNo03{gU0I)ho&S@1qH3iEkb_17w
zBT>g84~fWV<m)bTPL<jT$g5*JS$LS=H!}xN28@Bm6>^)WhakF(B#%b>>H&4&i-EvE
zvL}4f*+45cCk1(N=!os$&gxN!%!0Ax7e(sjKj$3-_C9h_p$M5b*B!=_hu1#ngN!uM
zzJ|ZyZ#L?P)DSeriIxv+Ck;Ir2kLa-gv^I~Ia(H(fyM4uK7Xgqig5yzI|>TYk}^XA
z7(OTSl<-LqaOcp^=e5YE;2k!K2GIM*|D=p7k#cl+EPXGo@1DyxYB4c6W2gAl&vY#t
zEJp>^)o8{rRXwMpIzQd0xd#iWJJlhocto&zs8;GE3A6&`LXd}Ir<5v2D2(N2^OcE?
zBnT0GzmUSuQ%%th@cfE<OzGx;-Mj|;VFiV#D%12CvmHP{oR8}dxh#n^jjb-u6hYS0
zXS%10L1~K>P?xGOrr6(Q{`fF)cCjtGn!y#IOo#Ead_@xvm=#yYk(lIf+nkCK_&4tf
zTVky`<g2~yH<6U!n(#&pKzp?a;~&IfEc05qYG-UF;W=lSqqpyBrE3dCxurM_N)-4q
zG9~GYdbwNn)npoMo-RF)#qQy<V|3TD-);%pHdzAh62S}@lzS@*)iaN~^IZR$@CyM^
zGiNORn96k!mm(~y+%1dDBl%Ce+st0*m5T7<IsWgUQ*9U_4GEF2XoOi4SC#j8m_=C_
zZF+tFQTs8Jwb#0bYBIv%borw4O`fUR<F=|pecK!kxsW!E$*GSP(rQH>k?6jx^HXMC
zPwwR@Dmda?wHDhVN7suJwt9-~`k=$Dn|qtJkvSAESS<^dJ9edBY|U0cnuzB!o3`4&
zqlWyI4<_SPT~>U~OG;iRYiX6LG20|q4o!&i+RB=?7U3?6X_iX3l9xhVxjrdUQ_3^@
z{X8%U;;=HG+nX1EAQM$&#MCRd;R5CCOSu}nKVua)0FMF486F69kpImB!lSgGnX`vU
z+fu`9vYQp~F8$QG2np*@3VezFm8zhQSLsCCM{qFMNo-#Ky-^yjj;j7$oQ+><R^Czf
zlbu0Ya)osbVqLg)9k*Ql0D6aYh#vX1B4R*RN`5|iNkVTcIr9v1$Fy<8f_-$74m;g%
z?vsUfu+NT@3%<-Ltw4ectK)O3l#kC?DWl;JxCzvys;7XhSRF5Afs|-U=MBaSvz#z}
z$ogi07@tSwgf0mVP)-MN&UI=B0F(2kx<n-n=mAjpUe*cnHx6r!TP9!$(1`QW=IuBo
zo}Y9uu)K=m4Qc{L%usqG7NQncY%a)MT!DsZj8K|=%^CBWh9HWXbyPvjpyAVU>Hcyr
zH?FO*8oO{?Z)6>TPu}e%Z;_fD`|j;n?*pi-D=Smg7j9ucfZZFLnJed)QPI&CuWL{E
z1!Ot3gxw>T1OLsF%-DT*nTvV;@JE>64Y<)o@VDEryL>#%cSK$5jx6Uz>pm({Txfq@
z>z+16xI6uqvd)iF!geM%Z+U6q)hlW|1@-oi^(|j77n|-J<3uoqg9)s`P3UCWEDz>L
zgl4W>VDi@1gBb$tV8wL1|6cyv4TtR`@QLGP?}u<N`X3|9#}|ZuCGBT>^G4r(_}fNo
zjGv1m5(pLVzdYdio~#ecKW^A&^0J%_Tq!4SJtgraPT$w~!wCKG|NJL6J}?xHFRuFZ
z9j-&2I+`8sh?T@^?WO*~>b4ccJu@5NITIv>N$@UV{rYEFFktg-hJK5FxbrJ_vZ3&i
z=km6?%?HO1KfkvPf5Jn#1WJ!!Y59QTx7*&^oSS&Gv9HMk!?(_!Thb&DVJWBEd{EOq
z-#<U(#s!Bm`;Nc#JKrwzK7P46R`%fT+%s@bIo`Y_zB;wpxJmKdEE7ORS|XtidZO<-
zWlnG>&K=HtJ<0h`aqP`WSDum+Zpu6CB#B{yGQn48kyr1#42^z|A&&}!Nc)-@(oZih
zp`W{%egv~WQ5;k4cVcDoqsMv{^9eBuCFjup$bRYIH^QBEe%R@n_oeb-%<<JG@XmQ4
zm!1Mrn?zp^@5jV`ZZ+TLrgazEjgY=}RODBQ#cvoK1|9EVe!=Q!=9fY9_Lq6TPuPA+
zT#Mbj4?orzJmt0-)Oviu_PwG?kJ$fMx9r44UHHcY<;P+K^5L5ho-0A(Ps`g*eL;#c
zr!YM57C$hq@-83j{YLM`y7^w#gu3(LvORxhv%h~-<#_+zvqtUty7l3GwT=dg)tElq
z^eb_{QhZ`dS|Roi6Vwj&d%H)APEi`j*hS#s`R#{Z4PBk0<ag@1ys7qf4=&3x1YhAt
z$gsVgeDuvHfuno0B>NW;p9(Lgt1dk`BclG4vVqG_0_UP7FIy{MX9P(du);(y^k1Sa
zM!vj3i_eA&6z9f!Y5x~1_2vKipz!zpM(ug%HzTvxw%<d=ahC7WM{KJ=LV;~o7t#-w
z?mw>M<M!8nN1noWB%_CEL<YbAG<=-8cW4>iUe$J7Di=KnzwfusWwi<<f^T^r?G`+8
z7xFNgaPTd4VK0pM`iU?U^2zUWdw=_5ncDNo=1p17mJ#11YKiN|3(0e}=h~@OY_dG{
zRlzSJ-ZRCo=+X2vJ%<ncp)1et+?`=NIotwQ&=1?x(tcd(m72nL4fE8y+Zm^H(lK81
zEg%@aGhw#})(<Z6bHlrL09q^Ii^Cn%)$ex{j#tO+YD(pg(VX0W3pO7~LFd5Wo_;bH
zKNs0Cd>Fp6A`1GE%S!NL=rIS7GJCpRxm{4@bWqCed$LV%#~izrg5J(9=5IW*I)t0^
z7tPCXG$jJzrx_|#j?m%9k-Tft7wOK^lJ}DBhxb3Bewdo_+GeqVq%aA>tk5Uy-O%36
zSVKj1Day)E)$hGv&{5tAzDaYWWxKVV;Et!VNf68lB~Q4<{QAxLZ=WInv(TH>tMaPf
z3OFa3)yp4`XOgY3rOFcd=FISqx7&lK$!5CRmz^}H(|fJGA#Qv8>h}XYBbhzPk}L00
zm;KIn5-`B%{||H(^Y35E|AXM<RP^Dxzs>8!;V<<5Vt~^w`C-Hd{<7r8ALn(mx6K3o
z-1V0e3_*GTiz@T3!8w^8Tao;uZ|@7npTs-_{F}Jey5jrdahmOI{vu=^>Ilxla-n~I
z>DR;Ws@6o}VtPChT4fWT#Sr0l)y|01&de`!mA!r?JUZK3@(Z&)EH=`QBv|r662kpp
z`us8H;ACfBBVu!Zd31EjIkMslVH-hh`yE31Ik>L6{9owpSDO^IW0c9cU;tD9+|=M@
zfMqri&c4anOq?IL-ICI<9DHHvpabyV=KX)R`9Fzb=T+S%b{p+CEB>lr_zp@j_yl11
z(QZTrxUM!E0>kr|7o(i;L3_I%7I1fA=dVrS*p9vT_o2WL8E1~vP~7&6x4mGJr)C~7
z(QT2VV`Y;rFsyqQOm@>q2%+-cYl@f~UH^yj12ze7`zEJs3yZlMa?6-qkFcP<i|ao(
z+)VOktwbX~`z6qt`bvgZ->|=L8-QybdX=Si`y$?1Xiig`0O#eMVhuihm+ZH^sdO$C
zk_g{Rej2%mIbBBeIPMC><<ALySNyDIY2JJntxrtt2A9^*nUzTOCR|x$bjR%jGE>Kz
zHUQ&imZ_el^b{<*Xx%u5&8OUM^E-<9OGXVd3URa*1Ao>V3~_?3U;y)62K6=T{_Q>T
z90IfbYD1HW<gE>>U6pixrT90h>3njh<^HHDm(MrGErU8_pW8QUuyLx=!Pc06|7tlU
zaI}5?uLYv1yqE5#+Ipy^+eI|%Hxq8`9{=IpX({$cZqA!JaMM5!f<39%EN@gZMoD4g
z;ZN?rgFt23?A(C%4|Pds=GxT#;bq#>@aYxlpO$f=FuMu+)A%ENNdC9VI=|}Ux0#&p
zrpq}(o^-Mwy~<f$Hg4S{&VFEn@$cbwj{bfH1DpQN``v}*`896GwsxCg8ASa7Gl-fR
zl7pCi2S&vbI`50rPK)&Z8L1R<YByRZ*u>Y-2m_Fm+<E9a*Bete+zLJz<uhAj`uJ9U
zEcop7ypdaJP-U8;iTQ?1d873#*fTW(&L0YBCkdLpq-IG0JgT10abRwr$Os&4&Bd9z
z&wZ3V%8gcMT`QyFoenTbez}SBmKO&Ztmgd5zP60<+y@U&69*<*Yctp@1a<C79;x1f
zunh$MPZ5uaM$c)&juS6K5J4J55e_aCpPj&<m|7%}j8yO&=y2A`>fFDz)xaj^OfTeV
zKGa8xLV-y_R{v%!oEWqw_}_Pd`}Y2CU0`^TA3;Reh90=%!qEfbmyEo%<2h1$WRJ<2
zD~HPeHgd@-dw*B?@4v*Q*?%hdDHvXH^#L8*?c3op-5HUL)z0v58DOui@_VS&irsX5
zoys>F+<zgtR?1Rn0F#FPy>IRstbw>xbnS5CgDRG`p!e|tCQl(g-rh*>5fcB?2yg*Y
z&+ePPkGAje-o8w<FV~KhhXYl(|2FKOp~od`*YkxzzJ78&P1ZA0|F;WfX*C|NxLZ%Z
zyA!D|efs1Z!K@_fe|mgMckZ^`eri{KIKUM2Z<pMd+|UH>%>GG;{5JvYvLs!sCICM#
zO`@j_C)4Hs<O3%s%xMc4r((4O{;hk}gBDgp46HM+_^(B{U?5SA@%Q7Oq@@3`6gWH9
z`&Tsn+I56~b4Pm!uKxGh|5%Y}g8lzxX%t#FtS&t>cZGk;R64&ciT4=kq--8J`j6fJ
zCk3gt{XMkS@oMNR_>uA7u7O>fes9Qr4@|}SAD<z9>_!C*uK1fMovZ!FF#ARRA4A09
z6`cRIANR{3g7A0Jx`+Sz*(TkD+cr;>>0_s#Bj+E3k8&pA?;0U)0Sp|gSj~!wN?Sr!
z3!JoWM)w~tuTR}CzpA6UUH?`qO+yh<KO}kbxf88u0pZYuj)%{?Gqijt9eIRNkN2i|
z1cgwE_vTHxuKa4L{r0wg)~}<88+C4ERt1l%*3Q{+1j*H74^`qc5Ge9B&j>J2H>OJl
zVZXLKj+hqdMCPVkk=uuag%ru%T|BW5VBaW0SwSE%`MN8=4|IZmB>gj55Jg=NQ*FnL
z-SvB(mF`FWoGzL{F^ld?xtzntam4qXi_cFReXkj;^L$4h*L>T?N>?Fh>3jpGk9}XT
zntiW-*SK6ph{j(m7q4)dDA`E%+IbUORCuf*T3v$lW*{msy9i+jF*1?TIBm6Fb3Gxv
z_WM!r0#h^wTGG$akNch;vfxWP2qxSbGcDTl<TU=;^7_=}k_}!yKas`6^cTDysem?@
z=?=YSe@O%~4pk6(BzY0zXJ;f=df|GFOY%j9y)Iqtq2nP}*4}b#BjRQMnvb)x7(<ev
zzl1+K>`c3OAIvUa2mdv!S7%<og+4lejO+s1qtn<%C3%xuD*tMuM@pn<^Uk61n{2Gp
z7MKm4e<hi6^<-&i8gtP;o#W|kJM77*bbzG@3DY^JdX=4ioc72TcBC1s!e`X%^B6?R
z*G7X+kN!>@uJOqV!Zsv84Z_T})iaw9@rGQFUk&*H6t&-1_C)lDE8jHtH@cWkTIf1+
z-cqeJ-5>-u|1`a5sllnr(0ZO+?X^;*28@9I@?w~VCb~_9i5=407fo8-EB&A8;Z@%&
z?pi~CFlOte8ex&Nf^QDM=6^D(>8Ey^v~a{h`E0_N9YfArkInzhoZ2%*7b7dEOchTB
zQVrco?boOyu^q%ZqOH%bC-#K{_Z7?beg-!qr2Mq}8F)w)Y)BP?KpIUFGkQ&03AhvV
zKohtIp@$m~et{P9DURp0=e~;FZ{v-DJRJUFaXPm{#YEV+PBB$=SV&D+7nA~ejo4_W
zUjTN5NeI1A(|medQtw0X^w!Vlrl`$k0)ae;NC1LiSt42s08#+uSyZrfL$s@{{5Pu>
z^-U{-@KH@%p;I)0Ou=iIS<)f<EX;NN31AkWE6=#O5JyG(-LD@=M1aafKa+qg9L_uw
z4wuH<A-a$s_Das81L^Rsyf{a$+rce3O#BmcA-MsB?OEZQ9W09ll7>?N)8E9iyX9*U
z(i@Tc`LS;nl{KYC^bY7Fy&f&-2+Fjv^sr<TG_y6^G!t$~H5hWz<>`<4_rV`YjR-`T
z!Zy_9*ghSm^o0>I2I%Qjm=d-XuIQ1~-*A?*Ru0MB6j?a*e?B1m(LQ4kYDOszHovTl
zkd-F-vA19GU2Z~vW3klMapU%tk7zCqXIkK6ddBpz(W7K~3yy<mKU9GRcSEf_kS7r&
zQK6PQ$5Qzy_x3e{6WR5bNP80|@lmHij43zs9#7NWw&0YkX<a$Xy3O!0-^G1uS&T}k
z*FgOy3{TW?E~Ck4WyGqCf(uUzRORYXI#1yzw5O3>%l2x7Mm9P?(K*5_gnK`-HFQ0D
zh2ny2QEB4v3~#Y5ak|_r7$vMzlof8vy^lu6Upp>&&J@_p{$pC+%;|&;YrZGHfkA>N
zxDxm2UjN2Z_f)BtwLg<xtYgvT6(yg!L1b#d>S%HoSLgfZiY60l^9)^a8Yp=uN@;A7
zhV-$UPhrN*>S3U~puGz&l&Sy+u~uH1(6KT=e_ZEEFMyn)kWd+={=7l~4?B@won2hv
zX@{h!e@X#RKVZ(XJ#tF@9u>`&MzuF;=23e`sOB5@yV;4RB9%|#%b|z1MUp8e{-p$~
zGD1nnZLl4Q6SE}PRKk)=KFG-ePF>_ce*$R*reGp|e5K(8C637@9~D|sKDCv<CL2!9
z@wiqUfmM}*&hkJgqZ76bW5Ny;96HHQy6}3cG%BNJgx|1d3Qf~=jYR^Uimjr*<lFo;
z53pLKDU|De_&)9Sym}#0Boi!@AF4VJ2o7GqRa`<j61u_CjF4z3%5+F1X@npc%IMj1
z{HPw>QmPogCm$A=)%?_n7JtpF@cVa%_IZ1xF%y-vRN+DxbWr8KHn;1=E~?L%>iJP*
zDThiFw*r;(<en6Vv;`K6+6Y2CIVar(XRY7gjboPYnFIqZ4{|<GTc*2jJg=D(*tH-`
zJKb;tPMnC!aZ)!8MWzGt&k}$)pb1<Ey0WoY(GDtWsyBbi;tuN^75QMM94oR;<YsFr
zlSYUfwwtHM#vyib8O(OInG4PEAmhq9jN%i4<97|hW*W3#ESA?<`_s8Pzt$U7XhnqW
zd;T(#Cx~I(1=BTP+yUYpRdjH*xP4FOw5@&@i(6+S;jXGQCw6fmXKpg#*0z_f*A>Eb
zsxj5H3)+9v*9;p7jtZoT3>wU<`F7pHwkd+#i!*X@ZjOOtSE5#^>BEM~6nXEhBqdCX
zlxL>=+^|RgViJg-f&8}CC|;>{&^q!n0_6=hI{YZ=FfO0Q_S^hZPiQ3U$_0Uy`wS%G
zXjyAd*tn`{&QF^i+K|qd>qt9xfUF^SdZ1{2X|b6uKcTM0F1-OUljoc5VA1mKeA%VX
z<s1(Hp4w)~#plS?e)~&xu#gM+Wm%y}G_nMm8D<hc!l&xcQ+!fIHF4bTPmKyKr1hCz
zVgl7K7;I!6H4}x|Bx_CV!oQ>)fIUQWZv{5IpIuzvz1#Dws0~5z0`M3*f(K}wy}NOo
z*+?sgt9B7RBh$Wr3_h2g65rOje$_SMTDO;pbg&!}J6AzBuG|XeI=obo8pH;Pp~aPp
zNi<0>5xoloY0F(&u;Vewr=w->$$S~lnNjPhG744<qRt9s!chzZq5vl<J*_YdNQwD_
zN}<|VWjk9{hCI_c`VeTWRVtpk_w>i+kXpcxh$Qg2%bijTC9VACK}=;)IP|+<)K>U;
zMx2;TI3%)Egd1s>!4zUs8E@Kf(zbw55ou^*Rj^Pdr;)%!B!h}j4ai6ku5Ql6HVF`u
zIyqHyk~r$gbYVUrC*+zcK7it}A(b-a$`f64Yv_C804xX45tvANppT%p<V%0v`P=z6
zMQ}y<zRK-}&X`71I{_Lfd(K||?8Pjp1THu$wj}P5YvPNlh$lS8)TiS^j!zN5ljGO{
zLw?}7vyltKNTUwhA8P+tbp@76D@52~MpkA7_a4(hsiL^w0vk1uSXim3LE8BK9T!L@
zxu-~(Y!I_3c)w47snE_w+WNgf9;<P98G4^U<v0auKqram;^<c3Or(uT_LYhdmmD1z
z%GKJn$>TOmR1NTEOB)B)-l?77FFQHlX2X3{alDPVc1_?{vCET_>@~k56Z%Cz>sxq5
zE?l15?r#q7;<RTPW3x`wQ)boB@nIs@4(cpHHLd8Y&O!<-t;p9(eMU%fBH(i2gmPH4
zt{QP9oQ0u>8e29akkr~X1l<$5<%*iweQLn=v#39L%j(tvXr2#zh8X^~_+qeLX2iQ;
znu1l4uR=>lUZ_eF^5+uEQ-h6sEIgm#xfpkTVv|5UsMnE?t3a$=B^10X8i1oIVyqkh
zuhetjj(v+6Mdp{c!8Sl&r*Br)EJM5ki7k1>S^Z6!_*RmOT3ZsmUAw4s4$XizU(}Ty
z9hFHpBXLQTK@)Sgu4lcx*jw@}$?BV03l<R~VR%wXe$fl2ZpVv*<JdzvPTd0A@LRod
z(=d)vo(nu*A}ZRN6vO;3nHKH81}3+YP{%y2#2Hn9s+}{XV9iVzkxA?)^}=1tdEu~^
zl^{Z*V$Mk3*Tq2TZ6Dd{kt*_kI&htw7rD!Jk%z9AW(p>M6s2--ZjyjLT@7&;m1jwQ
zLu{u6AATQFMry+8GYJn1Ta#xM(1|oybdhdy3G1U%redp>>lG!{gGvfyAh1C#FLPnY
zR?u9Pshwn>M$z<cx9&054TJ~Gk$wL=aO#2l2p_x%mhN<-zpiB_FD%)2?dn0mhMD?9
zmD8}H%hEskp>jOh)a_~VchP6S-cUiBaBc`4kp<SI5d36!nu@Y4fgElIc)zKQwO>++
z1e9<f;x%L6nmEUJQF_G~?95ld>w=FOg+RR_8DR6qs>0Sf)sm6x`zMJmm*!KAAD3f&
zg3-uL{3vDM=er_{glW9{tc@#fe1(nL?u_hPcZlZD_U0R^@%nHxC-`XkJM1y#^7#S0
zotwY1gk6k39LaVyi>6wg;TBc}fkfQ_Ao3|A0;n}+?)B5Q;V59O)Tz>1kOu2`(c+Ln
zsS&`T=mVZOji)3BZl*@K-ViAa#&W@%bpX;S*u7;++>4VAGZa&+=HPV_i=@4zlH;yb
zsib^~l7APOF!er8hYc^{iNO;_TX+_O7onCyQXi0luh=P|B8V=8X9L=gs?tl&x5u`5
zp;4=WP}_r+$q^Eo51%PbN}^yfJ%^nm>e=t1(O3N2XN?d}@q2&g%I9Dza&ADFLD99L
z$3+8v02{5@bu0T;ZCD4cdGJ`&A=Jb;qnCj9z<iHW;V^#C3;E2aI8FRH(QNObWz6)H
zb#=ClGMq9+UsC5f7CmpW!esNEgepj5+k#dc*+tmT-Odu)g5-#<T>x7Iwk;itm{C-_
z$$-#WQ&>UzKi~2yWVA2A)5+_*9`jZZX<ggq<?jBIGXBR$UC^IP-f=jq+e?y3*c6wf
ze6WrQuVV$J{{d-AU(a{#C6Rq}N>u)>gYZ&p`^Jj7`l7j>gzwk@=nZ^$b~33iiAijq
zur4R^Rgffh5+=qI9T^<2FtgaxoWgPgTD?*q-M*4K?y{3$PoG$lbfbQVwn*|d7yPk9
z_#8k;HBuM@A8d4<PTmX2QPjXJ(op1I86otz&KY3A7$$Ois=0vP={W4=125jR#+VS$
zr`qTmBU#bClvHlLR;J@8+1UV9xeYn9qM6j3shhZ2{3C{|&?bR^$Vt(yulmQMFqQJw
zb8yL|8$Witv&NTF18s~MwSaA#MuoGWC!Ap2nvtVD>$mlvV=(D_0ET-Psz~8m&qzr(
zK2mrrRIeCNh2Ajn`nOss0&ND9co8#E(Kvo6sH+f6oO--7+Ay7>p4H0@6u-By`m>Ek
z`=4;!!sngeKc)tixPkF~h^)$lafq{Ns&!gaANVyo4Lb0^Pod#E!Jw%_gj5@zAo9pX
zu%Zew++g5HC9qZ@)KC=*5why^<9yuQPsl`@qFDkoDXUqJ=(8qC!(i*RbgM_=<nY*^
z)8#?*;I=<}Isr8;K&!{R+_C1jR=YAOe}GlHTqT*wJ!@DYp}kg|*GI<t7eVV_@o4++
z-&U$<tV-?v@Gyl(3r)H~DZRf`6ylMxCXD%3CrPCvhn^s_Z=&iHz+G$q(7XcR2z-d!
zm!L)((Ju{RKDQ}>Gc<=^z2Z#R=Y<@S(ewGlDy@2P&HY0eIn4%~wem|Cx?PbJA5x~b
zujmyYbV$(lK7KrIJiQ5T)UI&44)+HhP20)HOO9un>#n&3oUSr{&d)47+t4SmC{Rlr
zkL;_X2O>he04;N%dWEdpxi_w&$<nD&5wMJvPs&rr%&^VyMrVkBI2_Ak+azIA6Enq9
zotUG9D|-_X8=dL>4w6I3!dxQhcls0LGjMr%y6wY0u<Fu`1Py*gz?rf%{jo#DmaYoA
zi6ZxNvsoUvi@sKKA-~^O+$3co7oPbL4dXgpRW;z2j(qzB4ljR3h%&~UQA}S|MI<c;
zK<seSPN!69nX#dskqD*qrOa0{9464=F7O6s48Z~s`%-l;qm7%8PC=qYp`_2m1s1b#
z(0W^yHbSOhhM>Q~9d5s?VWT&Cx0s+~DUTJu4-~G{FIEqXN!C|!z;PA~?8{j(W%DvO
zqAEfhkfkRiMvsa`(yo*OBwZMx?X(k2`j9Tj>GxVXV79}5pf4sD;1;Zj{c&0dU)2+8
z*y|@r#LdO7CjllY*1`oPPRx`ug>=&bPDEP5==H~>yV`C&`NC$jdL)c#L(`uln%7Gf
z;`~Qx60};?vdRv>xJh^Ma=-Pee5o9~?Dn6VY3)Ejz^<s#L{jrZVUa?JLenD}0;)1z
zs~LYDvMW4W!gHe1>DAttdDPr$06!D^rsnK}abi~;RXIT#mMx4=-Lj0vW%mkIARM}o
zzl*LIOtH09c&zj)Bi@@M{>z}nZw}(UUT8F&!9Vt&DBWh(RAO+PHrB!IxQoOL^x_9F
z!AH5|=gO5slGUW+;Qba&Clh+iK+@iZeMMi#XeGrIabiRuB-1it^ICxsA{(=n{KYss
zgNi?>8VQYUuUCT(>diXRSJ&eC%hq5_&J#6gCw)qQ8Kj(eJ3GIG3rOXrstMAQPIt5s
zDl9vN&HqspIuZd*FvMo%175a8yoqq@*M)`ArUZyp{0RwkBHPQIkr%y-mWU)DF2n0%
zfO$i27HXEAz8r&LFh<vDtcfghueU9h0*$)Hvwp^PttpWR0Ri@HD}f*hT9PQHO{Ko?
zguItXYN97kw8272abjbG<x8Tl<O)I4vj2qN96?EV#N8<FR74$7ct8)hiHxXGaC*Ye
zWJ)e*i*>)OpxK80MXwSU(h`@>qolHR2KD#J0W%vR;w#00^T^CM8e2CmIxr$dqB}6E
zA_)t=v~v-;R<e&5gFsMC(h7`To)`>p{uV~6wM7KtUNNS;1fe2y>tdA(ZWfh>v#_R~
zsaK8#jGD(#F+B9fQ3|DPeJTAVXlp>FGeB_AfNQrjn)94I{dp$vHbiNZ3?Z}%%~%u*
ztG+FEwU>^`cuS(tlfW3a2G8MD5_-PD{)i1xaJ12H@sHXcli+>(q?!}ykUMk)?FF}P
zr(0mn);V`_PlqJ!g?Y~uD9SE@Ob!J>S*<lAK`y>vB`d)bwSi&xmQy{KR-&xXz^N38
z1h&Ldi-%hND|;G47n0b50ZuBq8y(CZ@7drv^0)?KTg1w32SHuFrOF=@B79bdBDEc<
z-17Y4IqeNXD){PR6H+rmdK7G|LGJbi6=JoMkT*8zBywt?zvm>K=uvBUC1%eS>L9Xz
z1SaG-r$wYOD+pI7(}6`r#F$pnMg}xGO``ynyO5uiA_mwy7+b=IEI^k$yT&+h0)9C_
zG?CQ%nz4uY>vOaagG$(L$Veac@BTLYF@S4VLhvG%yamU%+#B#ZP*PmF!(ZjV-l9-C
z|E!SIR$edKTQQhV10~O)r@AvJm;?;^@<BnQN%_TPh&nq?5f%2C3QV%Ox{>;b5_c6G
zNKPg{LC{r7`AyJOoWXD*4<s0zit^bKcR(a{Wz8L&A8|=?dBvK<J};9%m|Qb#)oZnd
z721ut#JE<WqR=MKzf;OZBS_fBh8H?Tzmx}*s%mP@l&r8=dL?urA1Xe@51QFRk-7Q%
ziU9{87W=8LX-xy->4ji~MqRRc<`Ffm;__-R9c`vU@!t{$Avp^{%WI_o(S}fqm^fq=
zPG3m%7+@JPdNvM4H&RkQW;&wuwwm~kC{A+Hly_@{fnn(<Tzm;lcVe<aYJ3WbF*mJ9
z`+|$=C=uD7zI&6>c+DY17G{Im8?|tUdQ5xVV$Y&OqHl&8w!3O#@f9N;mbK)}<Vrpy
z7689KZEK|VtQEMFQHu)0h|r`plt0dOUlAt;&FU~TgvXpRHrp4_jV)meSns)=u-Z3N
zAjZr?j&d`RclHarYp@82*+7^R*jPWj+D@jc22v&ipTG9Qwy$U*y=1U$$Ud)W9i!Op
z&^E;|T6sh3zBctftR!Taj!38FSwoTkmQSVcHwe1t1CpTy-(RM;LAd#+kn7Nfqt(ly
zL}cv2h47XGJo6w$m<DZ1k!8kUY6s+hdkRvj#tw=iCyL~}zI<CE3q>^bUaP@iQqWs0
zB2AF0&~k~Xh%5~E2Q7r0mxNp&yMIXoRicOnnTUJsdDqE#QwEN}e{bQI@D<``4pAU9
znecvA!X2F_EvQ=65G|KR!O;OSNoeGP-745gbVY}E?ZQb6#;UGsW=4+@1swe%f!{V%
z2k&F^y}?|Vq{LLa(G;8Iv;r~*m?#>ce`xnhMSHUj`ctv$^;9lzztpIcFx3$nauyZQ
zsIi^L0JYIyA~gpmB|lz7O=V9KoTK9vc@xrya^yr{Kpv;B?q^YE7;A(f2VlP3$cZCz
zYdkI1trlKDEPLQ8s_8hhB&M^N4Y6SAwPM9c9342YF1<SvG24!H$R|Wn!OmNyD7E(l
z_E46v144yv@K7-=%p^g6cl;n>p$#M8MNEoivPmzIrv&sNVas++>o2Q0F=<hhD^ZrG
zbZ6ihgu)<`zHNtlK;d>gfk)Z;Mf79^A3KtL(p<*MK`Z1LHY#&YpUe(N)Cg7u)7XUs
zN<B<brM*I)tQ$vXsJ0Uj4m}>?)?;2A#TJ8fa~oP37nQ`8I%_YgS)1OZZ8i=Zqpp>Y
z@uLOA>M|=A0TBff>0sPzxZ*WzMh2!p_n_Af09KA69-dt@R&6`Ha+k*BTsIeOrL^RI
zc}mDQZqNu_&&s=9lRP)d`ERubHBDxTAdUB10zx>w^iY%35id61Sdkovc#Nh1<<4)A
zg~+68&4wp%fZ#f2{w5~EPuq1pajG^liD<$7C;^WK)5_<cX`kPTyFHv{YO*|N$tQk|
z)p3={29h1}7~}b5lDs6Q39{H>7L>7cd-G>Ylk+1dTBze}9IYIQ43YYO{w`~tK&y<z
z%XVO{e^`af4&^C{bfig`1nK@ki$qh7hSYHc@*>tPL-lcG%*pnSSKH{5_><~H!|X`r
zjHo>2;PAK_8~gG;Fy0Pcz}{TT9e(3(DJYu8=c54xj{Mx;UEq)II>!uBP1v3<W*Wqs
zOu;7ZO6ZrWQmLe!tQqO-*cPYA-eO?q7-YIGOX-&O^V2ar<mT@}tzfl$;QFH`Uh=d-
zw;p<{L0g<NS+HP0xo4%cNsaJi&v<Kx2yLC-KA=Qr(_=@S$Fc8x_3-t=W8^&kJ{3V;
zh>w{OJ*ST~s;H=knkyf~r=b-bs=Dw1pN<*$oiSyYCEN=hX9Op3q|5TK$X}~jG#mET
z{;O@4Wt01Ao!ZxSx9AQ4-YMV~H6aT}w~Xwt{cxpJ04gWu?Qh|g*45g#T7K$1DhnVT
zw1fQ2Fl}a1_#4OLs6%z4(8s}7<L)dEdi&@1;T#`*I$z{t`?w0Gj?YwB85gvm3yeMX
z*R4w@LRBJ!U$QuPbho;QCau8V$qNoj+JH2$!rSE}9oaKgp#$B!qjoUl2<GGoes*yu
z9&W@^&mZl6m9zfh>J8!Za+P%n4I6lU0<}qPQ?u>Y2RH5k?{>IuSGSoO;==15BLm{E
zDXntwG;sjUkjZ=@U^--1R@EqJiw%-CTz|y@QUkn?Zpx_t`sk-koOaTq1JmvveyGMF
z#yc)@ev%BlAEDRB)8n~d3<|Y&nWbY>;thhGjhO}n7NvHENQDr_(}3=9s3yUPigZ&V
zpOfUg?CqVJ0@3p%OAm;DP=rhwYJJ$z+8}0xxKrT)0W8miZB92Xnbq6F4RJXa@+Cc~
zAG|8{sTq9^-%irG<6+*XiBhl@{SDe!xurw4#$yG>n1EZiWl2I;3N5tJdHIWuB(4uR
zc<oswkLTh^G=+?#qStW^{VkY=wN4HFpo&=nA_c<cIT0cjMwlhQSGJn5VH4G?5>1tf
zCXo@ybgO6f!Lm`4Rb)9ms>|ht0^;>`h?D|-Q~eQmrgh@IqiGb{HRFn<HHCQ-fufVd
zr(Ko)>0zM~*P1*xO76Ci`D}*3fXkp1P?cR#g%WDZcx&b=SwYEGw#e_BU{rxfez*V_
zDVhO6BQ%k#`rMxtrL?#!`3-(KDS`)fB~%E`hg;2i2YkujBROM$l#47S;<N0dGpp|-
znvl9NoAU&&iZF<pVeDu?3+;knj=Gf^=?ijzL#`qF$xYB}AVkNVMJ5dREaN@RGhM=@
zK5fPsTI9>!RtePXDms_kLO7R&SCu>;_8>XYdQ;yBJwg^}PMic7!qy^7=Wo;C!F8r<
zujdQGN0Xv4PuW*Dqd3S{aMrk|B26wM2@?Dc(bTO)6DjYq;z5f(tKpubg<d##Ei?k7
z@oH0(zggErGD9kE=34$);g=9v5cnN5m^p9c%4O_JFnvEe0}Sy@Evahzc@DQ9gaD6#
zGGi%b>LgQC=88e$ZUaR77bxD?olMq#L-w=~)Hcz8Ejz%VI8zE-JtVsj_tyfoQUSOx
zHYPgtCS@=cgRmp6f`Vep!hcye?X5$eC;*yreDfeB$oHgDq7_abt|X>sZ?3Jq`~WJf
zqR_Jp%>8CK!rni2Y822QJ}Q$&T&OxAdX;{V!iOq~zp++EorfX~dy`v_9Yzidyv)wL
zl-V^n5(M|cOC}F#%r3MA$O(ZcDFS3fX)7lwu>A%E<-(;$RZxZZG^~cR>|%Afd<2)P
zp)W%A$%!_8FGm|^Z(F%D^f)L28?^YHPz!>0JX18D#+BMP&%udm31qig-`#kvM$?~<
zGl+ULP?f4)Ji68MQqO1EM)}Eo3}7{vQ0AE23P50_hlp<+Yehqlmh!3E|D`KpBLmr|
zSN*MgdSq+-8Laa4eworn4@+J+8}$-9L&rL7U4SB`x6h*diK@?I%!8=GF3o@mhDpy%
z7HDptggU!xWpzlD5fb8y^OM5TvS#tHzw4aMz?RZYrAInA5*wvZB#*R*gc$UfBs07u
z|B6;H1DzXFlV+2eUQkwY*E+QFeCRN9;8L7zC=~n;j?3A?efS7SRzh7qCD1b%vPB<4
zW}QlxWXCDG%r{$W6c{j*gVu<r>dn_R6J5*>Ow#;{-CI*YQb3kBNltI6(GM1}4NPLP
zLN!omV)~x#n(~7Jh66X~jCH7$ajdc8FyG4PQ&yyfE^ox<z1o?DTlWI788?t^Fvgj7
zEX@@6B*J&BKYp?<6#Uwjm9ABbNEe|CvtM<0mKgqn4bl@UPf-xx$Tm-{Lz>x9-1&2g
zweBS*XzBbgqDMXvLJa7yqe=^J%q@XHW{RjSE*_Vxx^yj?0e+f>J+0vfw7bLq<)|IW
zx7IJl%|YXkQAZ6RcMoFt&Q0oHSJXVvs2Q$It|<qlJSeR_TMz_H;wKK{ygBvau$+kv
z370Y5FXE}reF(I|zkXn$(J<Lk@1lZ<4?V-$mvjq&u+rPj4^H@2^ch&($N{`|XE#D$
z^%<z56O5<hkPgV8^Bd$^?$i{wIl^u%H2t}xu6xu74qivb`z5CwVTVxVl_B+a`5XEu
z!#Q6XlNX!yw|X^N-8H2T#R%A6VhUP{6ZSA%>zH&Q0W0k+-BUxkp;MT-D!*#rH#opj
zV4jfQTA;0J#GJ!{HZUSNeE>{)T*4EiXd8iE85P2{^<vcvH51TL<HKV8ylFG1xasmJ
zCO?b-0j-v#5p&2<waAK2hCWD#_1LLV6<(w=E)=I8Dbbo0_9TDtgT4ICJAnPK)1Ou&
zU!D9oCh0oY7uW&$y!KUNj7AnOJIW;qscCt~_&ntxI*p-<npW)~A;zyP$`HS{<65<Q
z2yY72FUGZj1C0jb`k*75R6{e#i3H?vMdrHn3kK3yL&U2>xO%4dgRhb?6xSl|qey?k
z**0*{;COY#LQq(KU?G3^qYqrf;HRf%9=vX-KU<xPSC>9fr<Jfi)+Y7It3M3%DuXB}
zh6_qfmBwQwKU-TY0>>xB<*A*>cNpd<*;3NkSnBk7)oJi2<+qIri@j#qG}0YL3DDnU
zMC#tGO&td3-b&?Ky6I(Q$y|GHfe;JeIJm0CbEKes$I=ERK^11r!V-E?ED|DxRei?D
zbDrMl{qzTo;2*NFNZL3{?)3)D(OV^piAY(RSBU1hdRWVt#Ysb2JzMTb;iQ@Q);A?@
z{}bwS^pK$7dKkJSxn_9+G&$$769t@mC_m*E^rN(F-$%l&S~z+4j=FWz<%82ew{j$1
z$#x0&L_~K;6e#hcBaKK@Z#LGLf*b}QVmU;j2~#nFM=E;SfWc{bu15cvhH9sd0);kt
zZd(#~f6gNJM7x$z=T7+<*X+3`S?HzdXT@x!DhGC;)hkJB#AZ;}a`^HKnmZUNfpVgb
z-4e8J^kfoZOE(u04e;87@wOB1Q$3k<@qP&nNrC)doV^2-CQY+0+S9ge+wPvWZQHhO
z+qP}n)0(#3)3&YK^X+}k{{M6KJr{4TcU4tZW<*w2WK^z<CnKCErVff6p;NsPhs~%D
zu;-U)o0)b{bSsNf2$GB!6u*~u3){m~LNthvOr~5?%TZt$y+ems+2sucCDYAL1RGYW
z_#z{kV^+JmkaJWYyGsYAUGQ#BvLL+I=*qGe0F{sBk|E_r7rkMAy~0xsk-5!Va1_Y-
zk%j^WRU47}#UBkc=S|XSS)@f1Cl;F*wz~c)meXYN@f~GOq$8662Z_u=mDi8IT^>bP
zNK_{DTR|VBs@Xp%2B`NmeuuI(SgyRzk`&0D>&!HU4vlsgInR&UuP_`XmtfwsRXb3)
z2lqnspU5DYv>PZT%#B_t3zF1^bCK(eV6z6wEn-!{Z!9Q-8?wo!45f(_vQC<fx-IYs
zGGrw>uX>htag>_wq0!Ml>I(N=v98aY4&nj%?QiM{^DHeHhuRnrm1;psC3|nwq!g;+
zOi?u5iPST(gfQTCK7+&$PD?B_^<zdt5P#%XHHQgIG{|>gcT6NG!Y_Ljf7#szG22wL
z)-?C;MPsr^hX-pR<RnTf9)xBkOjktQaU-ZaU%xMMV5zNlr3gCN*j}$CPYSqX!XMre
z7=zyfI%S$bpZn_SctMW1FW4eplE2fhV8{av;Fhq=dluZ{mzfSdUrKp#ea=xu#IE*u
z6QG*X^hgJCs+u>w9Iew{Gy@0}e3iQejib*K!2Fb#WQnO^kBE=Itl(TsAGwD>u8E)g
z@tU_-4I~b`J|8V*%o$h2^YTxL-E@pVB`XnxNbqJY$z5^KMRKJ{Kn5H$UAW2IVU_f*
z%WRCF$pUJkgfexBEr~HggYe4!LXuWe!j{1;h0y5hSgzO@ucQU8H}fJ5kki9CGo{L}
zCggr|;O!@vq2e@kyp=lqK%LS%i79pHbb1%U;U~cz{p;4R8SMdGGyM=aG;tmzsVSv1
z`V7QM6=WhjwIch8wJfDo4ixA>g4V9~qG%P>7YVrbl)7WgC-6meFaUy;g=c|vjeoHA
z(HB0m*T)YEb+?`Cf2KlsYv_5gZQZLRUb>(vP2tWU)<CX8H;2=dmwwxd4x{w~f?b!~
z>osnm(FG5R=?T4}&2+j|pY$ik-m($dnr{{I2wl`6z{reKh53-&A&lKD{(OkH*r%7Q
z=U71{{aLl(2WdJiRX`5Twee^jw&_U&@rJZwkZXg@NG&ivMxo3Io8SxIqK|}F3?%gU
zZa+AWI9OpC3P!Rcq)pIZqXjl=(m~$LfNQjUKC~h@Cm{!u&lZ#mMC5FeSghIjP;`NZ
zMtGtyg^j~>z~iK~$Yem1<qyck%znL*se$#Q*3q0tyq}JT3}1(T=P}E0uSqQ(>!fB{
zlqnR|3PwO<Ecdsw-=F%KWB8&x*FWlpiIQfOekD=+R46A(;w!yPfI`lW(Ma(KE|kIp
zxQU}KVCPltgC~mfd4^aDWc_|iIZ_J`@G^KA?RVdSJ+7xcwpKUU(5BHE^JNKA1MnMx
zsQvXqEFROO(9u~2XDLehS<T5<i!Ys+$|0CliU)}=C6YZK9EDGJsIKcGUBv;u7x%+)
z{wPXL#q$#rauG#@WE*;)0sgMYR~kExW@~F+3gzdB(|a5xp?|8HN8teBac5uW#+Y`2
zyJ%U_J_qsEke?~tyiHQ|C-}i+zfz<U0D^IJ{HTbF8Vy_VcS-{p2}!L3x{6puNI)rI
z*<a-%a|8^9!6=lCRJGl_L@C@_W-dF&A~;iDV5eyiR&mcL<pJ<a%36=TD;3Yp`*LxS
zgX-DIFL&`1+Upd?TZ7EAGhI@?JhncB!K4f${*(oMjn#w>X=L{NKsr(@0tMDrChbd%
zs86GH0zIB;g+!*K%P4El9xy=Y=VZ?kE4QW^9K}Ytf@v>dZwD+|O1$#;ng5Isqc#cz
zXiqqe+zqE1x{!}iOor9L@z9X9Y~@~PZesM$D~jy*`Iv86Vh4Y1BDe>^CQK{S=nt(^
zEg8%x%lC^{lmvDgcSflj&-TmaZZOMNP})TRkO1+z08amH16QW(&k{F;89GA<V?t9M
zymt*RZ7%E{wsOQ>(_AU(PiN1Oz#>9Y1yNO8NkHb?ipG&0pO4VKCFC2@vCWvYsKZ_`
zY<{IrJN$H+$G4Z*d*|c&D`prLFxP`Ww}$dAz?@q)=+KNZxFS6p;a4N&eMHKTPlJFL
zV#zK=tVQKGJi?79U7$X6mEjMiUodsSM}&bOlM6dWwtqA_Pgm8O{giI(4w}@0DOMQK
zf|Vku&#Suc6tG`F!nGm3azBAj(r0de80k;z%#?;a<rfQc)_)>YR5y-S(1(gu1}V_8
zW?Zci@L1QU*D*2ie@Ew}Id2GKWK^57|DcFPDQ_M-f*f{|)Iu=QwM@?W?Z@rUw;EZd
z;f9a@Vv+CVyQ_t6#iEKH%Y51Afs`C2fXq2K`Pd9z*NDE}8DIG0z*JOX+8WE0=UVJM
z=5y<9S8>bN8~LPrA_dN_hVH(6901;#V!T9Moo%d?Gs?}yie`LC4TIm@+JT}(`G!p1
zmaqr_pejzt$JxT4tq{>66hPG`=$?sRS5z<uiC^)Q_Ma&tC6AO4skHb-o6H+`xz}Fi
zIc<ErT2P6UCr|{izX2jso0OY7psdOIVRP%ci1R?wPt?w*GoKf4&UT<9HQi%HCiRIh
zcSaP5m_Ugv!)R&bNyRvM6&*-J4voAFgf;zf#1!!G%U=zXF<#Zd68<-0kOV+FR;4n>
zU078^76?*d$plKR4C<~<@as~!XNM#%xvzNccrQ<;k(*<99?QM;hV_|vz}}RD`uVu>
zk!J(;C+s|A+&eJd;3)Bf%^Vv0g6gloX}PgV8{(qBE?o7iZH%fu#wZsKMe_Uep`u6I
zT9Uo1QNpUOr5BnSI`{ts3oL6XrZTPb`~Gyu>Fd%TjZxEyJP-06$-I|bHBe3Xx{^B2
zcokuXdR0nFPP45q?kZlNR2|lrj7j{#F#@liY7nD&b_@AEpJj-NSeQVkGpRY@Pll@;
zcUdw-%VUK!5@oGzhW3)sGv3*a;9(=9lpQ_wJ!1s&38f}W2K@Hq5RR?R>9zN?^+r}}
z(sBmpP3cqEMv@arKH?CgmkTf)=8@^3Qluhplg4;v2J{>+9X!my8fwp2Oua_?VF1pK
zouuzeg07Bz5Ld&|mV+J@%73fzbBL_sNbshHK$utmw$p9cD<-cgqhL*zWXPfTY^A}-
z-JL@2Jb|3N$EcT6opbD9)CKc-2rCx(o&rBhpwa?Y1hAMh6XHCq!Cp8)Se3d9xlAGG
z2ig?vIQyaT4{}7`Oen%u1zgq_daXlPr=rZz_zr{g&@xL)c|G}5K)bGCD|Iqqfl7cN
zj9<zUN%#i=1|NjM&GWqqa_Ptr)pl|OrQMrB5-51|4rD9C!&@_@YHKD?9<B5^=x~J{
z-@%LoK=_@Uq8$ygI-oU3*V_yNpP5T-L6RWrqMIpaGKSL{CJI`Hu%8e$OB9d-$|r=b
zep-NMYt|`J?9gq?!EY%y0OzUZ&(R3_rH?x@A-B-fZ1@L))eFpGb9orB;obZ549~H`
zgbkaYR0U8=WLe6A>H3HIbI3Gkup5^u0H8|B=^u4CDQg9|5gOGA`P*{wSXB%X;skUM
z!2xl|;83>I=tkB+My|qsvG#38mrw*_OS4{>*9@`I2&53A43W?mtj+t~a!1p+3)7+Y
z?~pRsTl?e#2+mC@K{kV3BA};-rB$WlK){JEwO3hMcOgFvxTkY!A4dBU22lK1NkVu|
zY7@{d`N3D-k3L@qL^u5SGj-CnLSf_3C~37N-86fKC4}!@Ce2fXAr(*%Q*owLq(W^R
zT7G`eLqWC7C~5)b-qIRA_Y^sczz@=RmWb$`uNAW)%Q?9|Bb5zhzK^XelMP+~qFA%~
zRH1Bv9l;Nh^kP*&uz=6mOgY>+tXXU!vriZ_bP^Rm5yrx8bT9{+aSsxPK~3vtKs)kL
zL%u8p<u71hnSs=bSA#>n@OeY6_?{)m8}Z8*q!VGz$HV~Md@pokGDXU!0a*qM<uaj*
zzA{PugW|OOIGjn-?V&CRxhbQjG34puJg}f63S+Epj6S6`&1O1D=qZ-(%_#Mq&$zos
zq<ON@!(kvLRCfdcLBAzQ^o65-RUTv+X=%3HD^N2{xj#xIjaaFVYV|d2pmD1(NG1bD
zYE+`h7eBSytN-o+@wV73v%S@<oUk+J&aOt2?7DG?xp8q1-+Xtk8JPU;Gg4=Vc;)Nj
zijl-ws(MqbBz}a4jwRYufuUvA6(p*_h=l<g>PHH?V2OaKH8{Dd(t6Qj?0U&*+J><h
zzzmDyJa7sG>*nA1m;)Dxu6dsXBPY;aINj;kq04_TdA|2mFbAe?F|&QDp9W%Pfv7Bq
z!IT?oby`I~8=X%B>I^CS1h)*CT7!&Z9C;jSN?0=EOK2o_XsYO!9w#Fle1lokooQHT
zY9U2uG8xfNk%Q7AP+g50Uf2$rpW}(tPHWhy2tlx_rpRuqis1&&!C{IC7#87~V;G%@
zYl1hRGbih7^YyIFN0u7$u|}D<4J3-?UInrZiks<AMi;0QX1nU_n*rmkzk`|hb-^Kr
z(oJqS9%fdt6zdWt(ZU!+_g9hBqNvjrvaM$$5wKb9Gam(18J&HWudHDw*`tj^54#VE
z6!Tddh||2?nilLxXmtHyige3nQ+2(lWb-^|u1I?fNZzc`#DDnl?Rty$VtB-4?y6QR
zg^;e&M^5teT)Tsxj<hC@=@z^KdGWVj<0E^o&;$TEsiTb3C<Boq-!j$d2~``3Urb@Z
zx5tPK09M(|!TYeX9FrQMLp?Ya!PvkCIIp=phkjE<neVkF+QPoLp<Q?b|5;4QdlRM%
zS`pdvLy!>oK@!S)A#F+e2S{(9(K${xR)ullq8eeXXAsF`LU4g%eC7-zmIX+H;8Qtn
z=4?xbamm5=P9t*ELW*)6A#yG>)JARmxoKjBw|EjA^HL5gPx*3Mc3{W|IuHVAShVB1
zaGEZD-jMK;ov0}$eFnOEONq=Ez$1<#x#D>bVaUP!QZ}M&If4=tJD+dsB%*iX0@zfs
z7$_ad4vy!pE7@KF2VVrL_!hYuC=Z5hgRhhMA7e7+_LLWw#<Yw~(OF3XK<4H!ah&|{
zXh@R-2y1XM*<%mkJ`WIS7M2_-1oa0%bc`xRH+V9h6ws*AWE!JjK7i5bfjPmW$w7~J
zTB>h1L#TDE{x$D3Sb6o&wO#n8Kb?rky8-+3hbK<1t;o1xqT{-d<3MF&zz#yeJs3IG
zwb92`FSEiQGw*rQ#OBpe!>D11IMiM^39Us9$`!&Y#4jj-BjMl~c!mbkhAm+LMoT>d
z!Qsja1NQ91glNW6Kmb3Ohn0f|E=@oPCtmNP?!`vCwe{nFn%Vy92^Xp~$T{1qML+4@
z6yDTOmMRC}PFG-0+STG9KV2hmr%f_5ER$U(y&mg}Rd%EFARsOz^0!E{Ydd43uTe9R
zOw$@yu~LG3whwpMgOFBnM;XryA+78ONCJ{+$a~0<H)F!scCX|N$T;`vg0>3f*ULat
zcoop76<gGjyuXD(KNr`mCD>eNO%>4BIAdQ%j8j3*v;kKV#3T%CHNpVv#%*@N*cKj9
zcCIs06rxA_UiX)OSI-w1m4jRY+$BGyMG)u#=OB>}A<L{v9uA5Kuyr*DzHpH?7p*lm
zL!w|WrT(2Sx}!J{8c+VKuCDO@JPL+yNus74q+%f`BdF0T0y0x5Ksh(nPvP4)O2(+L
zI@@As2rA2Ibwo!%suSs~-m<Z!@=w?B1X-yTy~$CclVZI+k+o*Iy|}MQ_OiIUdg)dn
zN(Tu(MtB8gnFN)%Rb8U(AY8(EqK)ur=iiRT=Cbo}>fU-rP9V&r(1xmzOFXNO*d`{9
zLQ;W$M0b;&==-3xp{&K2`CX+wVd)~{P#zpLYWta0pUpfdn!2?^aN}ms7!eFOo*n#_
z<Y~$ruRqq5rc(~vl{OOWY32GQHTaN1g@w6jsjkDDryy4^0BnltjFeAhE)u3KJ9SaE
zaH-G~S8W?Mo}@`5fs+>r*vm{s=l~B2LWtBx(#SpoF-~a0>8wvtFeO-8n7aio$|H4-
zy6gQ6-R)hiD;0<dk&_tXmIxH$V#E8R7e12mrGF(f2zf!~ZHUMZ%~~%)(87J`{DA%b
z>T)5|h*9z%t8sz#sWkv;#x+!Xq&p8t8=l3PKK%7fvIXuyNLO+hKO^<3Q4)+hF~k{k
z8*AYa%!Q`Uxnv+*-IL-kTb)A<{raGT(^w%%kPS9~)~EzgK8}<0nU*qNc4(xRI|!I-
zSSnl;;x`Wn2O^kk&cDQf^0R1G(<qa|x_~W9(ZolXQ=Twb%vwskw9V`uhLtinU|)tw
z%I1Qp$k*2QTly<I0}#k8qnXH;n7n!+_9H{K7{ED!w)Zovq6;MSM}!cS0x@z650J>-
zYn!R1iJ_&2fmv08Og4SkC~f*|n+%mtVgJ~9HduUZ)%$dN+s>40m^IWB#)s9$CWlNR
z0B)nIZR{Wl1OtH@QthZPEdIFm{1c~^R{`6inpeaTHBq~utz(cXN0G1;(!VQ18PT91
zqbq`Cl93vO$q|_BXf@ZU=+bXwC(yf9sTcW;w@bnmC_#o8>NquMf`vW#6~IV1M3{ib
zFuM*M;%P{YNSqY;EIoqPbhX$RIk*Vq>NIMeI&5QWZh?%u&As0&LUhxxA*f@?j7T@}
z|9pAn+psN558NK=v_Ja2F&iw2)Ug-emeUSye^k*K)MLhey%YP&Thg~owo3yr)sRB&
zmp85%-pS=M*(t9(!QL$FPU9gz(B~w<c0lgz+DUg!!j58qgB~^>m&b`{qN&fFm&mVv
zuMKUo7t_z%!MVWPVNu@?@=4@e92nW~4z!*toX-0DSB7JcsXJeUDJj*M(J|mDxzZzT
zU)k~x#jZZtt;>JhMC=u6n(mNaK9-(|`lcV@AtxciCA|+mW=hmO#=4(~Mt&t;-Di-#
zkZ?VkUTN}%#eT9wY_Hs{Cr-aDc+XR9IlB&5_eyzu-kDO-E!u^V{bliwV~7g3*s=BG
zo`a9w_UB^=t^fo&+0T~}t*^X&pyJOu?-E;`=ZVy7+tb+vsNNEB9|)$zEsW=wsh#vk
zj4O0sZ~b@KpEkq2vUn~;rZ1J*O4(jaH@WVebUkmOjkvlHU*3M39H0DSU=kntZ&JT}
z?AD)YdZ*o(9|mg8=N?}SNCUnka~>c1alNxTpM6*VOilB6?4#<w6*RAVKkA#Gd-Ev#
zt*;Je^sfIVYwG(hH&R%R<|Cc>j#!bnwaVZFax~>ecfG8t3^Z?0%DG*JqI*!g(v^KA
z?X#ySc#iuxl{Ik(7oa@hmbZY{GR+L?*%=-ssz~?#x2w9ekTV(V4{NNiSZ+M2x_366
zT3z2HyN6_)Q+%BtS@7tt6I(kEg3ywn>)#5Wj+PzX17(tAiE+svLNA!Ozdl0A@V;gw
zc{8T}_B@8>*94d(p3g|_&Pw2-ZfgBoI>c4uvSexRIf+ZfU592x@8eBCT4rnKXa3C`
zgy6Z1^!xna_p_B*V8JE54nC%T-n_gHq2almh~B+q<4SaVn8mPdPdn2t^PZm`1Msfp
z%t#v|$!=!veULeHx$2I;!F57%_Qf9l72E&au|S~+Sx!b8`)A{a52R>lqz^InB+PWD
ztSi%|>!`O(%xy8o*U!X6-y4D+rKi^z_K3VfAQ|Vc+T5X#unPAFvv#Lj9`~KdJf-P>
zoJEv5`f#qXcnm!KTH-GVD#`}-aa1_R4H#s5e3Qq~7Gzd^{J6=~kvluheTR@0$8NCS
zmUfPDN!4-l8hO$su7BHn<?hKv?o9o-`H8vg!IM|WU1AvfW=vsJ`o8UD9=3_0XNslk
zb;{ee9eZ-TmM{B}D=UNg;fQY}+p{D6?YDtHOxsKDHgGI=wE2mNx3-BzG&HV<?%ahJ
zP%+{w?8$6{_6;sFu(S++Q1W^j=k22`riS2k^+e$$8p(bS>tYUP%lq3=N7wRKA^Y<`
zJ{$s8ysxF&?_a6jK8pVL&imhU+ULLEHoegnA&qT}9Gx7D^{w&$p4u8%;6pMp;M3#(
zbH>F5NvFWf!ivwx_?@Ky$;0zsg_!=ekchdJld%Inorsmbld+Jop{<cIB%PG8jj59v
zK06!x--`di1yU@0K}B5>n;+f>@0#~sQjgTg^R28W;CUw=D%cG47N5XsiKz{9ndtdS
zk$Zi9v4beWT^u>Tq~o-*_RQi}F4>)BO9$uH>T}x|u%@Qw_J&%!QGjG{Za~mU72-Mf
zCyr`r@)75!6Id}<cKt&O<`qYX&V@WlJN&@tr4-{{n=vStsz8H_%EdAs=5TX!|57N7
zU2)&BM?!I<32{5y&2z>O5;Bl0rkD3Jc|S_tP=?q7|Mf$vNl|;EUfz8NKaep#uqvKY
zLH$5+8E4sR))Z82r3rBx+8l7UfZEju;srSU*j!-~(HXpv>^h-QS41o2!g_R)7F5>*
z#mfdF1!NLC1s~m#mnE;Vg5&hsMTK{_t}j{YQN&iy&>1gMb%JkrUiO>l@E;r5HG}ng
z?L9Z}fkp)2LGHT8yn)0=Q<ibE&Fey+-j*bob#wy4J{8T2KeY5Z^l<@}dQ9(eAHUR}
z@&hh-fxWYobXQ*@pTc0;M4OHP#1NlG16)K+pD^-%Gy^hHuK-s9PZgM^5z=;f0eFqk
zM?+1pzd(155UZPLL+kH(U|;#yTipRxll-j4KNS9sNE_38H+Xu?Kw@N!Msm_D2edS}
z2EJh*o)JTU0e6gcNDpu$2i9#9zACuRf8c0=%}&agI#}#rR%yV|wZot690PLBEuyib
z0Ufhzqg-dU=xYBZi3Pw$K}c!t?Y$8N?TTBBrL_sz#QMN>slL|~J;4&$mcU>&Be2Z*
z(_Ue%3OYJ^IxO(jnhB8Bz8-CgVEsGV&;SA8nIK!hszV1jEdE)f5hZnxDED+>P|P%n
z_Ax#lUc%28<h0P}^MWlyQNDdgX?w^?j_}qY8-YLSAsrUXt!tL#L@4Kx>ksWuPmDKI
zjucX8Wj|i%#4J}8AD#sgYV=Z%D*?<GDImCx{j3+A#kfS}%%!+3lMWCCFzms->lh`~
z!%~L5eGIXOrTav?^MpzQWq5H_R1RcfQjoi^%oAzDEwRv2N1CI*#M7Eu6(8x}6i;s=
zH{yYq?0SiZ4r{<uV`Ebje0t%))|<@A*?=GRg{Y-%xJq-V0FmWf1A)nm$zY>?8I`Sl
zXj_?clw!i9xZMV{6vXh3aXRD^P?*I*31dKeCm#0S?s)OSQG{=m$Vkwgj4w@%jN|<P
z1(<vBUHk8bHv`+hj$A<pTRQ<;H+)U{?_6d^dVCfR7Hvp6IeiCX8z=m~nm_@PPSMH1
z+0f}f@*MHmI3Veyjg8Fp|C@RW#*Vhm4u-~#_>g~<hoG&Mt%IVSzM(Nb1N(o_Qj;~X
zFgA3;|3}Mw(-yJ)=JU<>A4YNxwuXwvPWYO1azY~bbmG?frpAK*c@)Q|Q!;jQ(*CPV
zz6skneK*h%pYg9A`X-~~ZfA`D-E33if74R`_N)T>j>iA6qZ2c>axr!?H`M=rHfIB;
zf9n3F!0<l^{Vn!ygjm1X{FhE-p~q+ZOZuC!0tf#8IAg=-_$TjQ)#Tr&{-5>!Pim5l
zk(u@1^yG%Bx-IrE1Rq`eFMS>0bKq6^ZBae;Ym}e-uw&|da3b(CTJlBxlFSt9Up$MZ
z%G39>s(mAH>fcBiS!d^mWoNIC+r`zvz3Wv|y06bg-5%VP>z5;4pO3|>Ef}jmfI=aG
zcbO<yJ;A-Lm9A85W7m;*$ItI3&kmg)FWoroxoMa!XjISBX@@sVctI+OsDUcDJa_t@
zjj#3}7W;{*BG(UtZSjfD<F(sSSUeQ@#JXRMHbX<{LA#l=vJxH>%dJG2eJKbYAM7>@
zMN#)>jjtF-H6lzDBW-HiyNC@Q=z|c|`-sSW=2O|~x=OsGN4%<RwH3|=W~!>LyuH=A
zXYPH^y{*2|X5l1CpiPr`#W~OuVjpCycUzymus^o8?bysOY}tuT-*l}Bl1Al+Ns0pY
z2SwbmnCx2v=+<*p2L$XQ^pTLTOnkMlnhZpLtEqkdc6q?O)ndE^9bP3~v_m4+EjlBH
zu&vma>(Kh3-@sKR<BX?MJeFjm7}f&+*!OTceLyhz*dep6&^K<>rz0CBCm=It&)}A;
znG1+(CoJ7@*=Q3dKgwGxLIjz;SCp`!TVAGkN@i^i>UUKTCQb=52PW?h6-Oasam}jO
zDx{=|DjqrD1k9YZaMwJ8Ug9edpUmAQWPGC+Xj6lGNbnL>OkLz!z4K3+a3HR7eMW)W
z`#pLAeB|so6`66wO_%dJdOvk1B`+#^8Ph7h3qD2|<W~m4k9v0!wIxzJiytQR(1F=~
z+$Y{zMaqC0B7dCLij{w{pN++;CB;g{-u@*TH4R*VIwg2jF=&-oe(ss&6+}wet=a)o
z9Bl{KFs%|BTp%A?BBr9pd&&AMMt-|D*0t@u987!=emrN{`JTas;yA=rFN?qN!Q$i7
zF3lHxalcxjraO8{+rTS+`lr@CSQO+Rh}jPmXS#ZcxHf{&FJq@fma1J|@X?qN187ZS
zva^HTI%^eWFbFb1yQjL=KZ=8U;HYj7EFq1C1R>H6m#~31;UmV;mE}JYBxmHkK88mh
z_KVP%fsZ)wq#qoE(h$X$E$dAdkI;5U^}9<dJ~A5pK^gc{y?IhA^TBf-=Ma)|XJWP4
zo;&=v53O(Z3tSD4Awq7LLI=GYaQ37%-%eAOvq#S{EL_fwUkxMlDfR>je_a#s2Ak1B
zv=X-3Q9B<s4h`c|R6s8G`lUcZ4^v|PS-tWJOZ0dZgAgud9z0Y44z|mzch-EeLLiN#
z^(@XU+dAS*FZJW1Y4{0hhNU<BsvQbK%^HgzFWGa2vVG<r2C;4RD*grqYn-Fraa<F=
z)Znx1c)+ex(tX0K?Yf!WvFo-}h$bDAbg-g=XFit_SQ1i9Wqwd%U&Fy59%6umbYCzx
zNGt4F;ijMC`XNkrC1N-CQ{UWWA4w5W(Q78f1t0<92tt3hDVPd-YgRe9w$*wty)LkD
zkPgv7>&IB_*^@GHfS0=Mb!Q0)!6OVE&0_IEPa0>XePeIwQK(?^yfwWxCtPGzPM4l1
zYJAz37>CAcIQphwMkS@l)SXjJqLb&b*69yyT&IG4(Peo^ooSQMEHw_Q+utm|%}{wV
zGfvf_FUx^(E)(JIC^pEL@rnG77LH<4QH=A~t`_^=DkRoG)F1LiJ`+m#61*9IE#`1K
zK(Fs(QU=~AJ>|57W4@uw6Epe#K0?}bHD$x;K<)`I{lg=E27)!IzR6+ECXw=Oo|K&3
zKx${WZq9169hGGbVrX&Wos8^PjNRnA^D(O+?cqvfYcj(t%L(0U-_NMx*XU#E(q+uV
z2ffBttl03<qxr~)K6}z~TMc98FgR&3g&4Hv#{)DsPaD<0L$6`)AdGhA@CfNk!HLdm
zmA>xFk>%pF%TtfHZRjX-!Of9dFQTxY*mI@wYb%jVk!o8yZ2+Uq!Pb`*I>~8?lmTSn
z+3jR{5w@Vy4<lBAsAR7#N|(AMFR#&GHG)YQs%s7+J!fCVIBeyu)$zFkgCnt9(Wzpm
zCoBPkG6KSj3VIp=Nb6JOv9j%3q}k8#Z$WO<43%_=bLJ~bO2Qn#f(E#n2rsB+u9x8N
zzD^JqYickV5LYJqLWc!gl}_z~OdXC^UDy}Iq;!MM-n)i@t*s!sYIHU^e$sYMw{q4b
z3qRD<@(mgMbxr|Qlr~5;LH<J%qb-h)Ys|yoYY;tdSx2(MFKyQ>@X+^^BlwqKZe-!_
zc!7$QF$l4^O!>6%Uzf_U^;*9Lf>Yr0;3-~`rm!q-%WK9y_{H4ZP7_SWSjL>e+<&y9
z*T9}TR*#9afw#VgO^jV~AI%hQVpr7>;UcCIGtr_}+J)J+R4#viW)3FtgP9YR2Bi}K
zxdBc*ii2|`)$cr<+y5+?H!z1QXLiPkGR0SY?mi7(L`bKI!@6wOJlidvPZc`>sd>3I
zb^wT)W~?%yvIOe`RYhe$BX3n>Yr(x6$jslo{JuUwZP0D(e{%4RTQdCP3q~#h@r3#Z
zOd}Gy`(SXCB?$;4ohmo$Mqu^|jr}cbkgd!vQqVv@w9!>NI5y7QE;_)+ryyenWd~-N
zozI12@Jy_+Sz&?e<^fT;wt{lO@)#<?onMsz-L$RD<F%B_)EmoTLmbmloH*X#L4epF
zh{Z2{QM~F@fW96cE*NK13$u}Izd@E^3%D$ca3jbluE=`yqc8-!z3vG??hH6Pr~t5f
zinG=|k`{Ya-m5?iVAhI2!6`aVJX=VKZG?6R=$JK=>f-GfHJ7ksE(ctDLc{C}WTB6o
zgb=BUek-Vrb+UQ&HmzZ7pDczIo71lFl<Wd=oyv7yC!oH;pCK$P^T2~(PV!pXSlU1t
z47C*XPrhVcrsVG@ErCah;5Ke);bizfeGM6&&qrnXHyE{!#SN3IT0Vd36e-sM3#fBa
zq0ErSrn#&qnnvf#dso*K$H5$2)_@XWal6g6`fXm7N{-f(*Gwe2Ppp;~ddm`(GA3CT
z!b_s$y=U+E!DD(TXgqn4aTJ|zH89(%;h0xvL%BMy`_*FE$u}Pe&eAFZJ6YtVZQ3X4
zYE}(o`m`W!LW1L7N~HB>ZBMae*f2z^j2?%IiO$2#`JWZ2jHQiaoy`#|U2Z)|6Baps
z;Vk%?NC2BY3}rzdx-E|5+8aqfGFOeYiPvRq`<^Al@X%P0D^ZloHo-nAhp!5F#_Tih
z>Pw)nXkw#=5Glu2?+6RWZ$vFZ#cL^*kQqB8R(e1VrnhyOxbe)6$3GBh5-dwKQExdK
zQIWNo5WEwwWuk)T4DSXVduDkfgydiqdRT$ngcJS{Y77>eWeFgaN0jF_xs&4ZvuSiU
zqT+Unl<jIrR?LIKnQJ<>0G6GcjgD5p_P4S42$O|Jh+DZeB@|v}BcTje=0+J#cLUe%
za4#azc50OEnu|lqqatv5f!2vRexdD}2DP=|IO$6YElSz>8B|EKY;2xtM}3jPxt}^|
zpn`Y12GTfshhxI<rC{Qns=oh{q8|7D9d|K6-N`#IoWl?m2anK_oSk_xU?f8n+hel8
z(H3=(<K9gWW5}V0VpA<FGb3<bx&fXlouA$~jvu_1+x(5G{#XZXd?suFE5xfXS+02+
zZ(JmtcZK^se?{tj7uYta53ecseKP!I6C7WBkfj)I`2=GmOMTnb^dyq{!TwW9v^Gr?
zK|TiUClW%(MjsY}eoVG2sf(WNUGq80Tl?nnbmZd7v@C$<<q@*`oSai@?wR46`!H(+
z@MIhgQ@o#f26;4L0LI&;6jzXSqx1P8w-r`peP%A;`oeFD7GTaLYqs|lo0t_)g#IWJ
z6H-KaZ$;_?vG2uqS5n-e6dN2*cQj24md9HpJx!07oIYi3yG8kKE<E({MuO_D$&iYb
z$Dno(MO6XT)@s7v^XijH@VQ^c-C8MoOZN0#(~53vmla6K#1TbJSs4=+6($VoInjF)
z^`%)W_E}l`7omjwf55_Rnwi#ER`A6>fN%U0@SE9kJ}TOPB^w>5+w1;}42~q*%ipy@
zhM$cO63*j~r$!+F(Pw6Z;fqIdEkhG|9F&hyZ<%i=Lo_O9#d{8<{|sq7Zzh`>Fu(T>
zWO8c(9CRA(#xTX#X6C1|#X>3~3OHCDqrRkIpln3x0mOXC^~p1-&Grvj%S4hb18@4>
zab2uOe1;?qKlB(Ke%gUB&zXLXd!=feBd1F3^XjiLrKekz-+`YaUwO%K0q9?J+?YWv
z1}tV=&=E<F`AxW7O8Jn&+5To8ZXu!bry$J1reDVTB|11@Nw5Y+b^cOE<f(!nO{`?u
z!7QdlHCv7k42$uRPk;xFuGx57nf4-7H4f_PT-VG19uVK}Hwba1^!+zAa#E=)8hkm8
z;Ro<Jv;1f@%;60bbCc7Q4I6KEXhAf{08uyZ!`vw9=dXauOO&bctWJ4tjs+^X9&FHg
zn1pOyxSC9~odd={+k_q~A4VSme4it{cLJ2gl9<Ge*k0q!<J6_;`IM6mx8FMgS4{+l
z)if;kX2s-P4XZFXdB?5HEPS~N9dnq38h?z9BaT>Vq*Lc3Et8}R4+!;*bLE$*dF+*c
zmp(j2;1AXH{Ov_SJ+UUz7?y6KZQPLd4Hg<RVj%jWyi00nyB|?xFg=@661K;&H1(}E
zCxC>3RK7D4TpZC>N(`xB){##Z!Kz^0a(jePUeETN3O+1fiHVd@<weQVk2k+iobALY
zJ3T~DBd59DFEvQdnEaFdsGUx)c|h52%Z1XooTG&!&2|)XwGFoZz)$V^!aX-B8PF3%
z%#wXk-Tr<@zcR&PNPE?)laQ-|8={*}YI}1{1ot_~zF04P19mhx-F`PEgVd37!fDWt
z^yu3>3)Qu><Fb3V<C~U@UE+hu66Sa+gyb;1J`%J*U~}|WkWLJgOfub2M#gvzv^;IX
zxG$pZrFcpWytvTzsw9~CLD$(xElx$cCdZ7P)RZajf=Uc-z#SeSLOs_o_Q@%}{TDAi
zJMzQ6R*^y>)~lzNT@p$dGe&w+P9?ibXlrp5XepyTHL;Dy8d)WF$#4C}WzMJbwhO-H
zTFdLQM`J1G=ZID%FP#NFi2jzOz+0CiA3zC|T@XZlEhXw2-am6Ub)%?Z0_3h+KgKV*
z@O`Ngz3`Yii_KGU`{=6wcmVG=$pN<Wf;vRBQ;mi)=*2PK;SqrSq7`e_`ecvtW{a7}
z7cZ5U_deUQ;k$X77<}u28i1KUIKuS1&-uL)WbXQYM*?zf;-s&k1G5I2_Bg43m29$W
z`FYd#(a++&$OyQT@4NH37f}wI$Ojens;z#ae8TI)TU4uA^86u9CD*{3P9i(MST>p9
zCFEnCA|yRpGs$XSDdM*j5$*RVfGGcD15EFZrPN)GKpsJwND`%7%&0CvX5-2j83eJC
z>@FZ*?_>qEz(yvr*$%_U4<pG|p2c|7@}tU{IWn!BS(P-hJ&Z6@3YF<k2cxWcq~tGB
zzD3l+%T3_Cwv^^fW%~<tX#j7#Md1C}5(u*mVHWcY0L<F&zjcP+2-b9uIpEq~5k#5C
zW!w4|!e7mzTB^9H>7epGM(>zrfF;8~9mT>qmLUiacMC?SS4~&rL8}&6e3#`gcE8sA
z&YMlKX5joYk}`dHgLKB)`avU7iGhQ9=sRrdVboR+1hM*He!SDH`9Wr%?Hs|Vq652Z
z>08EWgA7BI&D3&L90%L@|BNMTcJ&wTO<n?c)J6Svb8`Dx{&`%UD*|(yr7;_%b=$%~
z&>VK=?(!`%9qh@gq$a`cx3Ou<I<f|`o%%e;Q}Tx;9P(`2pk7O48TerrSV)V`L^^Lq
z4W3oJ-`%HO?<Umq$~w$_5%o@V%6g$xl<*VnC2!iI0Ux0*IsBBipp3M!t&~wGy>wxC
znCM>F*<RLD5bpq|m9ygaK8YA6$g6vkzt0|Rg(Q$SW^JBqA<R9NE!PL=>&4UuFc;MT
zl-t0!PSXk>D&EtNr-46^47u=|xgz^<IWE-`8+<!=PQwa4H(v8AE*Di|^hq>6*Wfbz
zoq@TXwYBhz<32mH<hn+{1n4+i*V}C$uovBT@?G@tU0nk(@5uSaYi?)E8W<mGXWM2v
zb2fMv`%J|6QMDMsjeRnopcU!L9D_~eArka7LEPwYBj2fdG7CO^Vs3Iwkgs}@G~Gg~
zw3)D^`6)WAgRVrF=SOCB#EB!HfEhM$No3l|l&T5Be0Zm*32LI9M*6R26iHFBN?XyW
z4!WY?79dHsGGvA$fsAJ9@B5IZ#;6Qv@_=L12Bc{!hY;5GCt+sFno%8C1=4zV)Wa+l
z1%v8ZCAC#;S)y39Y?lRT%vvQk5fjX7cI`JKK(=igmm7|NRr~h_d%xSrowPiLa1Qk2
zb>M^BtWq%AxM)GmC~0oB<|+N#q@+!5WZr6|(y9~EH}?8ry17FR&sz%G+p<$rJ_)&)
z-^z_l*ilCspEkMVRX!i+og-TZUs++?GB%8GKD)FPoi#MGCuBqWU0u?SCXV{<XV>g?
zV%oOq28EwFqPCz(;~3>;X-#0usK0oN08G3$X#JBS@${%cG6dpjcDrZ!#*UDFJK$6J
zQZ{DE5*k{=5+&5LW;RyyiCb2;N@ZCKOF(uqQ3y)s-e&4?-0VjbZB%imCkbyDHDuhN
zs*qNm3`r9*Ri>w@Wd0gPk*pOKM^g>jgh{?bcTlUS1aja&i=#GYjtnUeP$so(n`~i;
z3_&n%b{A04@~GYrB_6KxL~_ua`=l0_GgS$iEQBGza+Mdx6qs`p7Q?g#Uv=9HXA81&
zy)*=kV&=Rz@VdNvcJp8l2niuF6G7$+m-S_iFRLoPQCkvO2qENv721=|v&VMxAH)0%
zJQYJCk8btP(sdI}r19NfpZCK0m=)q={q%)jdTp+DAuV#9Jd3Nq`+S>Pu}KGWz2VU!
za=qCV$$MhjyA~Hd<Br`zmFO9YWRP7NIVyvood-yo>SG=}K>2!~6be??g}V|AKO3|-
zi)4A@skha!>aT<M`&wRp-Gkr93|R$f>$E#~(_i=sNpmG36%D2FhV;*ZIf-@jc(~J%
z6uc?=<Sj4sEdk27NfaX&)a4D<ero&Bd^porLWy{C#X8gQQ$vHa87)ntU=!t`gn9u!
z4KB9~dfGehuunG_cwrbecO<&EP<=;g0N`xu+M8kMYqB6RQ75IkQ)+{iH1$#^Sm-*}
z8#LHvc~K*uLSH&5O`*4I%lcWzDcf7C3QayNHZ6U)o`-q%9{=SV)JT<STD<6W$VX?8
zyI*DsOO`&GRRzQLyCMtzvmz<3Gs$|yc~{J#WfRA1`Hdtf=ww;CK_(F@4OgJB4jNSX
z)6R`I)OnzF8}DRmTdpc;sAN-sM7cs$tdmS?_gP$rm}l}e8jnKX)ubs~SE}bLpKp85
zlZ5OiwR7xMHscp$qWUbd)^5lh$F1jyx+EL;*Bw2qKV9Lk>jsPcWOgoj)3jlkPj~S6
zNn#z7Ecfk}@Hik0mjmV-F7V`x{np5WPijlRi8M#_5<LtVW2aNXRKt{a1MaD_V+R3(
z=WtjO&3ROO_57_lVHkaUn*5D`GrZvk|8>A)tmm(~_BiO8tB+Y&Kq|-EWX^qA6O5Mp
z>}4-SvUs!raZBf8!QQKJ5S?@K33nYx*z@}H*efu%ie)&|;J4vojGlWDX`C9FT07Hn
zUU2bP7Lp62ap~=-&bOol=ig=5I|WwUrJj|{Yz;C{zaMTBfwU|o2E5er1R!xxSk)xP
zN@NFhiqJ@yfcRxEv8a28cR7n?=`JCj2>G%oyNwjv9H4DNQ$8%nR-52ajMq^GT59no
z-bIVo%6?x6W}CdCr3*95T5DbdK#xK3G+-7e&nU=ViPkD%Y~ACEZ;rwz6y5ij?mwQS
zhL2vbO2(ExuG)fCi;8ap7=J}gs$fP|ChW;g#2UMVROvh}%Asi$oznKyxa_=EHPsR}
z=4*~E?u$8U8Q_jx-10^VltrfkK}R@DUW|BXDJ6eC(60Epn_3+gfrgs?;zp=T>;)X3
zHuRJz8Ob~;t#L)A`>_yVdJ*}YacJ9!D%foyjP)5R$1Cw}`jCc!0=Kr>?;ISd?CjS>
zN#!)+jDt2G{qbUpXDj5{@bIWV`*M-UCIFWs?lis338r?lpcj*^EfETVW_pIeG@bnb
zns~n9l|YBKYP_Fu-#TL)HNgy(=d-LaDq00{08z?jzYY;kGEYU(YpOP9OR1a|2;XDg
z!1!S{ztW_-9?88A(^8qam>sZ1u}K-^yWkPTcHo^ewCj6a<VpCa3AK!;7q5ZH3=CP(
zc*pijS~|^*c?!Ms5nj5`W)i=DES4B1#QtsNotq)0=SH@_`0GZ8rCWN4?_Q_;i$Ii6
z-msQ;$y4ND<VTVr9dZV0IkPfB=)0#$BktSk&vhXb0WCRKrW~B!r^D__88DWM>L^cl
z`+-imC#9B*KgEvntPTeT!a#~Y@p*866Oi*q9}uCMa<hT^#<g851n1p5?f^DK@SaTW
zBYFkrV-kBUG~UY>mp24OU<Z1fgY-rk$B4NShqBTyOhkrKT9o+ciSY%u$1G7QXCyv?
z33wL;UBU=(Jb*QD=YEB4cZV%>TJ`6^Kb&`>8gGJV$Srhm!=4N-`=BiF9of=F%_UKK
zVy5Y&C(j0Ab|jyGqGYLC`^fv!S=M@iFUb?>Skm(CEzqi7hftx{3KT)c1n5`Lv(7wG
zD%7g(S%uo?eJW8sjy_hPWW*B8fg~)3I(pQ{H<{O`23jQnqk$u7=|y%0rkpUY^J{%I
zcL}92JJWr+;H;VF!@nm%prg+EiDeJyG7uaj?#y_WC$-s+KQoLo#ut!oBO5j&H#A?!
zH{daG>md+Nxy7o04&fbxJl*4C<Q-YWGwT%GXg5+>Zw{1KJ#TLe6%CKHgH*E0D)Ots
zUbEo0>M9pQUDH+@w?-T5du!WK+aY)6bz#^k%A~H*G(me~BIBsHSg~2)bDt&b%;b3(
z3)YI}U%rajW+HVMcZv(1*hdMswnaKRPpEdQx=usDpenMT-VPW5wgE9+GU4neG34Ol
z(7^S#_qOc$(R%Tr<hLFF?u7m$Ygq_-MriYgkj3+49c!aBqooUys%g4dO8!r#GfxkM
zeEE`zbR%=mnFU))Y_?;W`Js5niF-md*V_s4#Nuvkfsh!BYq)se94lk0AN9;!p_6f<
z`C~mQO^Y`)5n3PlMnvP_0q_Kfn&#Z#cg)=LD-dh^F9;HEA!gQmdC`nC;r-9aOcPCm
z0ToIR20#fC{`qv<o<_UP0+3A;uE?DB->@eJnf|SxX;>XJ?t3x=8sU7`YWJ9ON=?hL
z2?3Hou17Q}PD?5VZvsF_br<puNOi+2852Z|Pl(oe2z?)1Pt5mHy#BH45RV8ycvzxU
z%rvXu`!Io@#20ipdEAP>W081}^;`=w3W8kl{g_?gFK)mlzVX327e3S0oBqnw+tz1m
z-9wSnL)Vgq^wFV4&r%p(*s$e)!1Fh|sx0n55LPP^==aoPK4tQawd(Md-NCgMM@Qcn
z)=5U-QKhc9EM?F*S(ol>S2=`+7)%xdf}GZm`bmuDs^J6t09EXVbfU?B4~J2UKeR0*
zEpxU3H^!l3OWQNkJ8?FRNB0Fu53m&1J@en$ff-r;)inA4!w$?&|Nq(!{2xZ%zc$ow
zi|PMj<o)lAy8me_{_l;tOn<>Be{HIobmBHf#%{(&_;f<XF6M^D3Zeq|j4Ukp<e#6P
zzP`Qy0048JpXcZ2=H}*F4u2B}2nZ@F>d?>-9UUD51H<Ct;?2#?<>e&_2?;JP?(*{T
z$HzxbP7WU*-@w2?a&j^g6H{Yjqq4HHmzP&jQBhD(P;PFn7RBH6@bI9frl#feH$g!`
z+1uN{y}fmIc4A{=qobo&S682&o^o<>;^X6&l$3~ziz_NB^6>EN@9(d#uUlGLR#a5@
z`1nMB;~J)?_4M@e^76vM!s_emM@B|OMMc5Dz+PTno}QjuU0silkAZ-I0s;aM5D@O}
z?l3ViS65e4Q&SBL4Cd$OO-xKAB_-kD;L6I%tgWs8{Q1Mq&OSOi+Sk`dMn=}!+S=UQ
zoSvR8FE4*|bfopqPeVhax3{;TpupMLxu>Vc*48#MGID!+o0XMyc6JsS8Cgn7ikO(#
z%*+fP9=@=!(9X_oaBwgrBxGl2CowS*7#J7}3oA4<baHZ%hK7cVi>tD-Qp@CTnwXf#
z%*-SuCDk(cCy{G?r(eH*)z;Rcp`p3Cxd{mg?d|QAmX^xN$(@~@QBhHeiHXtE(+36y
z8W|ZeGc#vpWf2k*UR_;jYim0>IZ;znTUl8N2nZ-CDf#*N$;!$~OG{f=SRf)IuB@!k
z($XFt9>&JTIyySGwY4E3Aq58qx3{<B;NaNU*iceZ5)cp=8ym~W$Y|O8O`xElY;0^l
ze*B1!k9T)>7Zw%<1O(jJ*x={qA0Hpbz`zg@5%KWw(9zL>g@xVR+;nho=<4cHQBnE%
z^JjN=HxUt0ette49-e}NLR?&2R8*9ysi}m7gtxc1y1F_G3rkvB+V9`LGcq#1kx7Pz
zhAu8Hb#--~o}N`zRg8>`C@3iU`uYtG4XUcDF)=aW;o-czybB8pO-)TTH8tGa+}YXL
z<>lowGc*1D{l&$_DJdzsy1Igbf@9xtYo?|+I5-j#5+WiZuCK38PEK}rcfZB^|Lc!J
z`+owsnEn@(7b_e7KLhLEP+m;`hVuG9Lmim@U7!3H^5Z|r{uk2XA6UmX^5g#i8e?Q;
zWB67ts^&)D2r^d2Z^Vh1vAL<46FxgT8zh~8xs#)uv4fzkwVkcaU!2OnBFx;f&buRZ
zHGgGab7QWK4y%SCPDBX%V~d9?>l%?MU}~xqXuyt;wqQ@d3W-Ny|6pV<Tfh(VvrBAW
zrPRw{UXS~oXhr8Tno>PKw0X&zY16rRIe%%>y17}}dA07^Iequo-TcPZbyR?b?<8`p
zWwQU`W5u2za)dpTn(k=gbB6^$jtm(rkT3UtbKsbjvlFtW*$1ikI4j-<thflS;-di(
zEOSC0&YzP<4wVp<$EL&)w*S|RtgJcf6}6J}Ci_85JmQ!fpAxNBcc|WGlz~YMg_Ans
zRQ~mrtFp2#xKl^p9yN*951;Ek8J~$dsxxy+oRodWQE<G;yB7lr9LeICuNKems2#wG
zWq;Wdrt&LaH;z?TFS0blF=UyUL_X*P;I10JVUuYezI10MCrCt9AH27Ezge>4)nx*g
zIjJQ`a%#Vh1zz_HUdzkW{KB3A^h4tLg#Rw@K1d`XPBL<oyVI)<2lN)d;Hbn&Jw}oZ
z<-lq0U>zVzl^^YSuMV(!SP9K|c`(f+!9f!8F*eyk)y!W!n4mRh9U}W<ckTCJ`w>D*
z<CiIKESRkI<XkWHf81X3`mqHDoFCIKu{#)8{!28r#tRqfa{EZe#=13-21`*^@oz`4
zY*p;ZGC60-k?nXt)Nv7Qia+lpQsw>%z!^9Ic)PMozFcTonE%_ZO%AW?v{L<TrYfIO
zOKs69qax3t<!k&W?l<?W{5gGy!zE;hWLU|6eGUKfy$~pMG<J@2>0Pnb8+_9uQ2Yj;
zqn)pjtHelzk{C&-!sa^H&n1T^7k<-8pR*s~-?<6<&x`CpP_+9&%6f-?>U9VT(7$>c
z9DMhyK#9}NyHBdk5mUkN_hkV7<{{_fL~wSxYy-GDa>zGfaM1n>Xg%um0Ccg|BaWX6
z9N+J@2<A3ZD!QFbFY!l~Zw`%{OXJilKHX+ZcLz}ccO#=hN|Y9A;CEf~lY4kj2irb0
z9bj1<Jt&oKU|gG>;&nFwE_->4M93Www;N~)4#XlRw#)#F+`xf6=2}@@z@F4Zkl?gy
z_)cRQfeZtCk|Tx4<Uw6dSINqH8ZY&Wc{x<%lfIHt3ywwB^O_pOB1sug#pt>C8tp64
zK7>oTH!frl@eXaWNBaux4g)vgxEg*)M`Qrs6OD^Ly+_Pwi`>uxeDP%ri$kSK_Y8Nj
zIGa6;>nK?t(+E)ClYx!%hf%c34nUh`Sz(U2qBq2@T*Zs<iVzw84j54<RjPeg6KkC{
zUByCQl_vDhIp?Ref^P5H9*f|5pHlOkEqb^>nO0{#c-j-t;qhHMZT$PSxb>B*MNnzM
zSM;cp^-F(Gb;jaONLgHN55ycKs?c7iHMD#dW-dajPAVxGJkuPLrlQ|OikxVvZJ`w5
zGbQ!)&$q0LIAxA&_)VuQpD2gz-H<t{S#cCNn)B_e8J8Jq9Ph=BLLQFX7qCwDhpQDV
zCs<LC-lGOg<Zc$X{3T9sP|HpQ`lQd2NB7kq8issKQ|U)lP;SlkmW^0xf<6Z_(mbO{
zuxSsp%b%gbk@|GnT#V!jgzOdiw)8tghuq!gB*S{RqGLabCxnWw@C<G1Q)LVd<sv{l
zNp&mz5p+BARW6wn0E>J&{^+P8Y!n*`{4NtNr3Hf-+0|g*+!FLM)mcLq#Rr4^Ohket
z9!%ePn5pM)6h2aAS_pp`fB_IF?KU{DORZr_;iKVP!8858=sN3wD!Om)(;xyWC5?b|
z3IcLy5b5sjZa8!bNQZQnaOiFh-6Dv1=q`yvBi--tJok6+{o}rWPVBvB_Uyf9t?y^8
znSea@qbWH_>Io9z-|OaKJe8q_GSu2{iN{bBxhz(aWx5o8Dit$Ub$EytYw;~Y_8cYI
z7aVL4CvLT*mqLjtqepRBDAu{jrNX#Go4nV&ht;s%%0BBNl!R50v71kiA<oKf$IU)x
zAm?bhgb2u9EznWd8W$k87WF?nvxTZT*nWMeHYiC%B@x-gb5e~>y=ruA7eyR}ke0J;
zEj@F+{rL79ZvwAT6q~;Imh#^&?|cPzjLHE0LrrEkvx+n>1Xp*g*Fl$m<(Q+vzrGR_
z1hMIJW--cw2*k5-uEC&{d~Sn99feQw+gV@Dcu#UlwTUJa-3$9ktsNW(z4r<Ap=KXc
zQ@})DK&&*a?l|3d8Emii;_VE3I_aKA<0xKm>ez?5jZG4|NHsaads-6hJIpGxgB!u0
z8e)yjcKL^TITm4!!`%;m3hrTtdMe+O4o7Kg4vHLpeb%csug(sx2Rksk3~_*B=!yw+
zw)u(24Zp|K_I_ntlE>)mU8cj@_GGLFn$-p2c@H^>Vs$R_qWJ`N?quR$zfpyfU_ix5
zT?Qu(-k6*3!Ku71Y+nq0o~WaZbUr38g^?d;Ayw&R_l<OGfn3c#776~k_Lj6^N#s1x
z$NZk;Agr4yh^glop4_JeUHb+KJ%#a+E~wF@!c;_xzyz9t^hB#8UNrI8ov=AqNi5kf
z3!L=ZhfyJNaHSqiD5EtfbfzD_r^P2trWo_2229?^XRMR`mm-g-1YE}P)_LgIhV3<e
z&o>q|5Vw;q)J*u(W&3`Z7CW#>gbnfez3AsUh{zYa7LM{~wh~_nt`?XsFNx(-+;$6P
zVL&!<E~Zr*=jik0t?H{blSv&_+<rzrDlCtr3cpK_UAyo?3(S)c5Y}&ZV;ejB@^eSB
zR#I*c#D7ht14;?@8Zl<d7IL+m1NCNG&S=Wh^|TF&<OQu9qXnPrUlL`u1o?d#^~p}W
zcQDTeI(m+r-f+&ncF`g5+BD@PsS3%0ZN1l5D%yGx6ZMt6Q%uY|*EoCkga|^XtoRZv
zXO^e#;Sp*BRUj#)Hk0MR_|DT09PljlW%X~KdDI1+YP>CP|0HbqOhLaXbN-fub-$<s
z`JIqCXUKLtIVWTRg*}Jw^kswH=j+#E{VLFpcJEK~Hh#*-#MtAlQ&IJ{Yi{GW@jWx9
zgvBpv2u%D)U|d373p#v>pMDbw0cT8C$g*1aXisu}QK5otci1%cjEK?BT9$nen3^W;
zb6L!lgI`7PZO(k&{!Zf+wZ@RmpSARk%ub?{@@LK^(>O)wwQE>wr9EnPrr1j+a_SE<
zmYD42Gm&jQ4bKn$`l{+{ARnZWX38#?O&aqNeS)ZF_!Bebx_3x?O;xQPf|2cD(uUDk
z3>6CN{Qk<Qe^2|mG%6M4PleBVP1_PFiBW)yE38*Ed=1KACexg_NZ@+*R|4x4?_puo
z^e#?FIak1-IeJK!-b`j2_t)01;9M{Phb@u+$Jk-62b&9YOA!y3CO7sZJ{L!F;JK)q
zq%P~Fm};eX;nLK;Axgt8v<z1NWx`AJsR+EiHeAWDS(E7S*5~E&3-bu;U7LgJ0^S1n
z;Ra^-Qj2gp>{T1)x4{JU1FRqKPp8IVkBv@rI!0qb3;0@0*$FLuB#_voIXNTVL&YL+
z$tqp8Ug_Jv6Tk<q7jtEb-!RGlmI<+({IEa&k|Fzf!hAa+a2cTYX)(8|aQu(LIdc~y
z%kgUpnOjY3+|N=(;Ft*P@H+lb>>9DdJ~&tHH@8<6xUMSjq`tY_WiyK~bKynvGy{)l
zYy0?nCsdIVu%$<`SGU1$3GbQ&wl>pQ!9tNKE`PobFXHw0&r*N~xH<XR)^sbql2?Uv
zmQG?aM18bvMKI>K5m7oUxzDn7Az~CIqWGfF|7BlQh06!&V!a_JHZ<x2CJH}PGnt{4
z?x2dZ>Xf}wO0!Fci>Rfyfr;Q<FjjH8<3Mp4jVjc2d^N~lE7^a&@(d~O_F~3PC~z&3
z&u06uEY)c$(u7JCDjuYAX)c(2BU%ym`CjTqx-p=G_%2-tR}!(6Dw5W<gxI$X#0f#(
zzH9^Y=MMYR-J(m=cMnQID-7z_P6Rd!AvAcsb42<|`!&=rnU-wo0=}MMqY1&VMFMPG
zYp&dO#)-%NaHaQHbOsDdH!tBd6}G7y$B(63FMdkGDyvA7&Ln)X#<`NK1UF!qncDaI
za7&za=h7nM!L(!@9RsF`2c3wyOoWX*J?5!R{UdH<9+<TghPA0q@uUzcA}6H2cfxYn
zTlcLZQMV-YqgK)PvtABkph7ix%bXEKxfY*Zp>FpE;4yDzfunHJVS+e{lt$6V(5C|<
z{q@|XH6PYit!$VBhgyU`!^~Z}5^(#ir92YS@`K3x7_+9&z%>=iVg&gxMiCE?r$Y7M
zI!=$(O{B}4^<SDQR2WHB2*+QmcoV9Y*H3&=H+!?R=|>~_jEHJstx98LFW^ox`+*WU
z0ZiHZ(W}RN#n$zu!YjEl^!!{J1T>+V@k-n&YJoEJyarf8n|2&TWK<fUw@zQH*rplm
zu7=d@W|^R>8&yPVZfc-b>20DM2bB|+_21yK4QSeYlmQ+Cx%NFcm?J%mJMYl4<E8BR
zbP4$fMMz@y;o1A`Puz;)BWB(h>XeuCN>C&vLl8PeLG}n-gUvvQUJc}Bo!MP%`XOe1
z;{ioRQstCns0`TpvGJe=(k7NM=rmPXf+&b@ItL&@m=PKwvRd0A*oMVWdg@iVm8LR&
z;77fQi691WVp?*RTMJJ%+?LO6=>A!<LZzB9;zo37AgDJ*52s51r~ew(sGWCbW7)<7
zuug!~wHyjl6!0?kCvLx*u8+c}Rym0O{<`ZZ0X<Fia+NQYpZj5MAwl~J+26@;`h-q6
zZSuFC9)6_^K@%FTtYy|2NydG^9gc~!<exfEszxcTsZ0Xt|0>!58@Tjm9le}v7;AQO
zN0F#LD6&gCOZxM1pofDKG7`_kLXRu+dY>%Tiv;*32G`%6@`H_ucNjEyQwM$>wuY54
zA44|dYtsH^P`QDaVs8@}^<&kH`Ql}upVPI8va6#!e#LS48T%jfMvAN~9)CpXEvc4w
zZS_~ro?e)EtH-S$Tfz_P3Nm^>W&h1UU9tomE=5JY;n>_W=Ps-Xq0LHh^0@F$k2Y<n
z|7mHuR6qLb92NG=<`a~@ldRUIxz&MGWA3bR{yJhZ#pa*hn)4(q)%y)=^~s|8@J^du
zqvEoz=!>n3c)h|;D~TXDrHR}tOJ3baZg<n)>{(Q^3A=xvb&KdFmn(2WTt%&xuBxtf
zrw63B$tz=f4^jWz=^W;Dl`mNuv-7Ml-zEyp{%JBv$gpMYJgf^DRJXbtPCA5-&A7ds
z)`&`G7K3_jYq9VwH^;`k{q1}m<Jcg!gW#>LQI!(iW16Gf{JZGx&XE&h%EvYJ#xN<O
zqm`eqibDTVO4*MY`I88B#SdS9vm&3YeXlX*E|hn`v}>}(3mNio+wx}ZaL3Uq1``bW
zTV?-!&F#Xy{0DW}OU~tGl|-5~7CVA!rl)iS;9R{1AKb_trgGYDBbdS4^-rhVdTHIl
zCXg%_kOmA4eYPua#?zW9CZeEkR_r-#(SPQD+9+HPqgREZyVs`f4PEFDpWt@6$BNSg
z(&@LKPiY$Z9c1cQGz??ja>FVjh$*eqyrzvQiga4N^$I+=?pH7wyO`+HVYLEo)R)}k
zKuJUPK)R*9=I9H9`-96qB}00+`s`--eiXDS&a)xv{zpRtNmpZw?sXq9Oa{=4XWM4#
zcC*+C7u%r^__IT%QPV=D)wldL;jhOe;+zZ*9II~KoBvAE19#>_>O2mZ4f;JWR@&~|
zxtzx_i}ZjgPguDa0~WCC3wv80ynbE{7eb)%);)OTu&|f9HNUbju~^{!jpS`nMdZ*+
zph*MFltbMrAv%A~3zTO2P^HLPSmZR}&lZV;EGnsf@kozJW%#UN+d-ezT&-DNoS%}`
z^>TIYNOI!5K^!b#=*)Gm41DbrTP$1uQXOhqi~<=!YRq+TvFmjB@+LN&(3nv4$XxP<
zHmtIXKhnu#eBt1@*^8L8XbCK^JZx6~W0Z+pOA>--irYI$mNKYBkIbZ_sk@DVg&Ev%
zaN~d2=~N^A!uaJ;?aapyjY3Nza%)u}rfh}?M5@_ZKlk;vMFr#)jA%^tG-V~Z@+onu
zI@N_uvURpUyQ~4z7$Rgqxh<*PGaY<|7O@hr&8QE#)x%BHoq-_7Tb8AT86n2m=G}*C
zb32sihEZuR&tYTOOa*ehkVKqZ5t!+xkA2RD`|i$b_TkYGyL|WkBbxS(UhE4!so$V<
zIk;NJB?y<ZCZ^~`WmNtvpUsA!zYib$*_c4a>hC83lNUH%#vK-x*?XmF6h5iVgs}76
zIa%NE<FJqfCq&h9nK^1kAbc*mmpTpGsf)()byww|Z{}t)#l7t_xNosUG*vmn>&1uv
zWC6R*+Gk*9O{pC;d$!xQpab777ioWtWSmz_`a&Sf4UyAM^_C3M2scJ|BTmREO-cc5
z)0}Pby@UMuG&UnIifj?MYJ*ZRMkQ7zmC`3pm^>i4hKc8C_Y?@@QqLm_C_oS>UF(1c
zyr4;i7{bQg#43oAaU#ry3QTM}@R-O)R&kJ2ZW2Xh$sd2dQZ88tQGz$Q9fs7bebai!
zM2@R3y^w|JmI>HjY!?}aThF7d0Cj=HR4nLmu!eJq4lv#7hzvy;B_YhwZ01mTz@O3Y
zcTt1(8rek_8Uj;Ptptn;E09t^LV|2;WMF82jeUFNU?MRsSqM``+1EHEY~tl)ddz=%
zNdjk%_lCJL)mj0DO>4`<g~o0F4`n!JcjdMP_0!%SSZn_J+U_NizVV!@VIsqlla2A-
zS1oBK{WXS~1e^$1wmirqI<$P`vv7w|iQZQR{W>p+Kp9PrXO-@HhXmroNeV`LQ6{t{
z;4hq3wIf~ApmbQa;P$tBaNTP5MXUJ{4{*Vh)p|b(0Tl)sRO$r%XBU*@>I`y|x>}>f
z$Fy`)5;aWHs!#@AmDoUxW4r%&@4jSV%$-;{_meHz!H=VU%H=Re4(=f46y~<4cM}mO
zjG$R|&H7}SsX^Uvzq<7TFRJWTlx}1;T?<GNsbo)+?cMa@Qr`H0ECaJM?~i$VK=3Iq
zk$yloT6xI$i4Mv_QiGoV<~ga$TB4(+CciYr(Da<{>-K+p-{9NTl3>x#$!(VGNQ}h^
zksX}y5<~Ck#Y@kK4d4URF<p8K)n3rsh2@Bp*v-7-{?^LwHo<!rkT`v^!+jcco%uRo
z|JCy=bk-f1v@Ri#hR`eMA!-V3H8(Bvq=4B>fZL6)T>!?r-B;ac91X;@{jxUKzWR=w
zt_FTR2!HYzQ~|<_bp7<$9q`&cw?@Us>rl6TxyeJALsM)y%{A#%q0f6!m#8qZy+)Mb
zk!yqB<etV1I^bzT|L%3W{)uk~G_8U0TCir01D+T}JVZtlpR%1svH4kYY#k4$Tjooq
zY!chxr6_RRNUbI?x2)}Jd|r4xwWt7T>^T%Iv&>EITmdd|QipVZnZ{GL`OUQg@SuSd
z-b2Cn+^>dbw&_$sP@XiC7W-S;ToS;70NZnHe$9Ux=r8kO(g-v5>)fPovnW473c^>z
zi9U&&%CAWeUr6PF(=il4eTJ{*-P=#oamGLB(of-(g7M$sRyk%;2OBwQm678zWOrXG
zh|aw3$5e*DU9)WtKCPjiWuJP$NUr)D`8?+)$LbwZ_S?JbqM6(IE=QYqn*cKzj{pJz
ze~f&xWCh%y=2b(YxEX)L@`G%6vQfZWnPy|m-sTPl+EQ@B%bMxQ2lKudg-Z8vG|R{p
z%Fi(U4`{qy(HcoI^v_)V&U1uMGOkG@VsF+jCG)^%hw9dYqj}^ym;PyuI{NzW4wc~y
z-$q9fjE)wGKmShI!W4o<qzCrxQ6|s=#$FywT5NoN2*Gu)zJtUMOD8L}m85#8<>4ME
zwXU{PNf?#8(%>;Bxn|eK$cN8gmt%#%M2?E;F>UrSwEDzORnWO|8sq#+HAoavP=Q|U
zWkDjgBDab@wH34?2kc25q_7NN0rB&Gp9=cI!T@wGKC<D4gs=X?cQF0sm9*|0eE{tR
z9TPc3YnH^3@RM-1lU1Xz-p${gJ=p_l$2^#F;TtO#oqRX42X5r<IKqwV=c;f9m9?F=
z-OuKx2$L6o*rgx^QbWlbv6PPl%u7ZOCbabW76)V^fRn08=rg-=6PNPw({~vK=;%CO
zpiJ=x%2Qrk%7`Q;J~*HldD|hWfgoOgJ2-W7wek}ZV-1yi^Izq`jHQRAQ?>cg$F~Sn
zfuiQN+e+}7!as$&P3|~===-1A!We<ZTn@+(0i`u53p@f81P1K44{D&ubtO1Mr0O~h
zm61qg9VYRrm0X;Ks4YgTMnkiFzSdDXz%Dguh|M0(fDegyj7bclG9|Fdq@oeE`euZI
zRbn3+jZ$E<QmpKfUkp=D3jIGtf7sVUu1)Aq-K)yVxzg}buxFhLRFa2h$32e~hR{u@
zHRiW~wKpL1WAx&-2buq$#i#h`EHTj0#lcE>`wI%uyPB0yH-yQasDw0CvgF?OzNNO-
z>fqjnnW*N;hjSH|S}~|({*}vbZM#N_h2!t<_B2XI8G|Z)A<r)ks^@$WMlta2Sl<DT
zV3J<N*Fz>See*I~xnIKlp#Ga@kCzUe^^%$e!pKb;Gm}F77!V<J-kd=8z%$qC9b53`
z5#~TLOn&uL@puJrC<XNuC$<O_HKdAV^+N&>r}e|y>LFYLCcz72$G9IbC<Ra`<x}=T
zonG9so-dBkcVDhL=eHmgnb!!X&$&Z*N`U)H0TX(jl^7}R3M2n8x^`=#UPOu05Yw$&
zB*bW47(8?JFj&MA6mzEavN4@L`JqCp1`^PwTH;G<7uwhlhT6ern;Nis$EjA=ylDkW
zJut}eOSdTk9eo+q^+XR>QlU(<4(Pf(ML9*VwP8%SLCCPVTAV9)c1-;<GI`y8ERZqr
z2Q=pTWvZQI?=e(nX7#TQVdMNm4^Jy(BkTG5WE|k;ntwLkC;vcS-P^a{|FU<CiNKrJ
zmsa;3z3Yrn09~Q`cJ~Vo2uHMf(sgKU<h9yY2kfW&Ds#R1Sm|(^n2S0Z)!6vyqIRw2
zfQvC|d0w+%ZyBlmA39OE{03;(fkVwbLq>8~(Hbkb5)o+ezv+Y$eC&|vG_Yggql_~A
z7+5E<d|yY{7D&BADzpVx1gN__IruJD6;a7ma)m?}uo$_8Gh>>93u^}K{{Ra7K7Ejd
zcQ|6qL?R%}!vIr&&&o+uxB{0kv<-|V=!E`R5L~V91}tnCe;4Uhusq;|@4Hbfaht?6
zzObPJ%5~Pt5$pgzhIc?8nqxDL-FGy(Y<r0tA`^yo2pg!R6mh-F8nS>klguJP%JJF1
zq4?y~7d$m;-%W5o48BZhl`1zpP*uithBqyL_g3n(cqhRaEOlYZo_+hX%j%-7QKyaT
z+lvxE&L31vOR7F~$e(I3C=j2}MYJd59fUL{`fW4XnbJ!BZYzV73Mf=jM4;C(+Ds6o
z+a>$;LHn5Nx%L}5vrcyeG6wX8i``f|<kfwP>~qoS!7WnTfUATJ+(Uzb2b7vrhjvgs
z`M7woeut`ZLLpf6fve$!w5cKtp`CWp0s6YTjW>aNslaWuH_>PV@wi_Cq09j31#b<z
zufp(12X6crg|<86wqwj9={zmO75xL+Rm|s#FtR&IpWSPZ^vR2CRij+ukXcq+D9XG<
zO7AM$($}eu{dcA|F<7)}AYxR}7N1Rt1&#`4*TO0|izF$Ns0-6r=+cz>%gm^bO(QmP
zQ)|QXq+ycjq;~fb7^0Hb%E{!#aMTpSdkjUxC(hyp|1U05fxiXA?j?({7Q@5wNcL<d
zF9WM@e>NO4m_I3XyBn%Pt~tT-97GrSIWa08DQo$}N+cqU*_O0C#)`EMbY$C_iPWL>
zGXl_4g#8W6UtGtmP5Of0+H?@R@zk-iBV|1Zas<53-U<Mt!4XbkT439;9-Y+SzDI(_
z?`thsBo!Vd`=<LP#r%6>9iP#u!|2fz2geg=VL5lj5dJe`TM)1Aggzc)XfwD{{Mw*V
zvoC?X@QrKtqw!jX0?R0hEu5@|I^c64#qM4*-|H`c(PlK=rguw8$o!=dY>)R%0_g^b
z$)-~Sy?06(BR4SW8a)g1yGD}xB<u1uNTwLK$V#l-9=7nA>U~-<5zxEVxH?7k-kl@a
z#bnCiGO5yfIY_}h=v&Wu5iqg|M}}hR!JTxKO$Es#P8LmnSietx>C15JBJRAMpHhk7
zAWUXUY!N_3gULIa-m~rCGltfJ37kaAE4h$rILd_w<9ztMk$M)*@iH<7vK3o1^@TP5
zVws~ryf$%D`z$iYUUbv&+EQ#oRC(J=LuDVeU+7a0aHLfErTn(J-9o?^_4Q4y?g@Q^
zzeQa~l5rIyQa?<Ul;iiy#`)szfPXiu{EwMfrk$-FM#RY4Lh>TV?BFkTgZ?+|!${b9
zf1kBjpEHkCp&ciW*;kr&q4h1|{?hjb{wJbD1gF#*$2um}H=Z4Ev@#N}|BbY!a=V$3
z_8}!{%$D=KqL%6{TbSgvyPGQQY^12?#B(uW{iR*a6n*Sf=B2!soOYO`@~8E-4Q0f;
zE4S+iw-fsw<Y7+kWnotg_#s=#ih4L-9zlVUo)c8L3fufix7-&td9uGY%9U?t+6enh
zdoN%3dvAOvJXsIW<UcC0igP&Y8DCNOXk@!!q_=#U_}UpB(!VJUufRH9$6an9+@BK3
zO|+!Yga^IK&nz5)y-ur*jFxlCx~XxyE#5S!Y-P<SC(ee4)wor~&Eg0s!xJJ#5@Gu7
z2nP6zDuV6S@(Ckp2+^4{(xjB)e^*ld2XoAe74NV|d+&TTi-!7dPpkFJ2KF4eUTJSc
zJdJ>{`<12{rp1mj(q-@#?yS3N^R`IUOkK*m9(B;5$)B#raV{h>LCY1!mdBrm!4o>o
ztsVSmtnvjk>yF(~ZgEm2B+FpDpz4}{=Y4zzKMV#@G~su{>0z6hh-o2C&bRHY<N9wy
z#*$ikN-PI5c_IB#q`DcOARxt7t!8jpDDRZWIQjfn<{Y;A=x5!U&|T*>pCS7FVV;Mj
z+I&Lf8CTvF-Q%3-`-Agk5lvaF`7F2d3fD^ct>1He5x+ETzLWV>enuB44rG?xKE^>J
zB&Lx5B~bBjHg`6=x0;os?&$x`8}?>CETPEXDkGqIL11{=Q)By<vR>F7>GCZBpuy#G
z?<uc(ix(0V!Q8Y}@^@aaAB5jv%~hw*L;GH$HO&7u-;KbzA|*j&UcSQhJ!sqR>5cxg
z&B6#EZs#f2AjHlrUR-S>Cj9`ASxW%Z%wEh^h{ggY)q-BeUGKnrn&bEiXU7FLy6KmV
z#q#R=j_1p}k3Y&vV?33!z#qnH#*h@@Xq;4i<X+waL1;}v4WdLB@?P>nY<U(!ioQOJ
z?}yZL@39Ha<ArDZ40<P$5tZQv%cX5+;4S07-qz(#aJ5+ZZ9RqKq$>HH)J)ENd>oRD
zOkcT)Jo6Up4@G+e-jX^;2HsANbIzmnL{Tyx2gb*q8dj>XcYRfpG)(%R-}WwQbxl*e
zJEyw*r7mooMTvgla=|V*X;?YseUIFF{`@f*-J8(RF>y!F9I4c6>Y1@DyoC<I{b;Mx
zrIB0!93ADQ!avJMuO*}TdJBD@zVb*cSZfadC+lJy*96ZhuiH-|K2u|6pV#}O9yo62
zX0O|or!V6?%2NEP&ZT8#RiLkQ*$A&@m^`}JLRcXi83?n@T^6T^`9(enasR1#TUJAy
zX2SIQ(TRd4KhwN!y$vsW+tLT_YDetzdV8mm<jMzJw}Q`?Lea>_icuT5x%K^TA+lC3
zJzee%JzNa`)>}h?c0m&a#_DX%a!QJQLA*8o5tFD!u|ZL>xsq6R`=GRZqg*&eYNF+w
zzxf!)PSV=oUZaPZs)}*xdRNA9f{|iB>0c7ZFOMV%pTGHXM57G9<!%=pIY;-oi+H@S
zSoT^h3-*;quiMD*`~lc_MnE1hBXtP+DM6nS$U_SQZQ4f6rQf9K7njl5x6J}E8|BSc
zxoM}ISEKTxxpI1V|CnBXrL#C;j70lj_n~3UCViG>QX}zB6C#<^VNMoVyKoO^+fmqY
ze}rO|%f3F-M+m=<eDfpgKgB;h*<dk>>q+qnJx27T0ks(A2$P%4q4{93l(ihT){CR6
zOfCnCIDdk@GKF4a4%Famo}MVnF#!}-U8ChMFHaKL(#<_DYzsIk-hSY;yr&&g&kp(L
zQbb$w_)$(3{RR}FRQ?sh2mw=X_l(!w#mz*fY4B0gkst2*v;OsPeIYf8v9-s|$)kqf
z7jI&S0{xLzDk7h(A9vVwqUpVJI`T5%HyXrQ8UqDDnvmhF(%kyskcl_Cp*t1-4^)eY
zN{#;bsnzjwZy)Tr`AZN<!K?;gZZ#*461YNp^^VymB008ew9bV6{IC|vV&&j^-{$VT
zoD!>YN%!L7M6Yc@l{9q$)X}zD<moVdS{L|F1mWq&_4QL3G8O~MTW6w)3V^|RP~<E|
zDq(TK%UUg_^b5pu_to)FK57+=#$$ewgNN&(zI(MH7P_JQg<53Mz6VvV91!bFCI>uG
z*JU6$ISwxL6Pl}N=`bqbyPEe?>*j@T5y-P&h1Csx43;UzM;@=9;uOcUXoH)lDe5Hg
zlYvlVwu3(MRNGfZYw(wT^pHj?Fqqq*5`(B>2$_9&rS9&s8WnF%Rt`dfh@;cP<@CNg
zec2957&_Boc_izpDJy_6hQwtOey~(`pUTV$Cm(VS5QFfym5(A{IN&jUi3i@nYUPy^
zEDXN0@U<HZl^aY6z)tYzb6cHfP{E>shxR%&eNp$N{rNe3WiC=*U9t$gd8~ctPR%81
zV$0+=pdpt?t+ViXrbrB}x|GqULiM_DD-2+9q*`C4A8#gelB|YDg^;eKEJNKn3J3F&
zG7(A5(~WhpfPTaw(HnnJt`f&OqY8VL?w2*pmYg=<wT$0~XY{u03^iM1sEF4*^SDI;
z5X-)<PWqJ&IYKOFG1L7(asoe}+%LKaNzmsane20&#}8*h4o^Bi`q+^N++8T~{G$xi
z%z_fpE@NiP3Mue%s?-T9r@A9p8>A%$(UrJZ{Ro1CcwpMw2s_~n_>#@I_gaQ1#<UEm
zj1q7dZ)1y;W#GABu$#@#))%oHm7YH@>D8dGf4Fh`P>gv~)9Q29$04x6el`z^mwjqF
zUrn9|9EM$u%1g{d!-RA{6pr|+cXfHsN?TpB3hDzZaxnq)t>Jkys_VG@3lFU(zKSo!
zNR8axF#H~iu>B@2`YRJTFX^Z$0b^(c7!NZHt2zkIZaZN8M5QUhieGSi^3*RRqJUv{
zqob)k^dpZGv{oE4nu!C-%VM<|igS~pZMLI^mw6a(??(OAzl1A9*CfEqUgPpDiTHNG
zRmg`|4CEj!DNXbv95<~gif|X(7#_R7cX-U%&#7|X5yIpH`Vz*=xb~sZEd-g9fJvBM
z8s-tNX_|oNu^_38S}eTvMTVZsb(;G%R5=CiceKU{Q0~On%>=3HMaUc^eT8K-8X$a*
zuZKs3wZkqC?D2}OY=xBq02`}?uOpwPE%LZ`h7bD!1T3*VcdQbg<Njmf@8W0qJae%W
z{nt1XzR%*g`AWe$)sCaaxz@?F{V*b#e$$q>Sr<AvQAW=6@_FE$JZWCOu^RIQbM3yt
z`Kl=mBd&)@yt!(TSbHGWZ{7wOLEI0KkEEwsY@k?k+uR$(S#rT=6_KQ{yVYp@lH*iE
zt04YP==85i@?;xJ?C0<0GaMxzK$D5To+G%{FT8%%C@16P^ZL<AI=i&WmaA!}*QgV~
znEAn;m!Kok_nL}8ppmL7erORIWOvOfYPw8ttPA(Dt24OAH-L#es?>UvVbs_N4eHCm
zxyUjANfZ35fS1-|^9h)@e}%;`%{_i0=fj56nOK}#=P_9iw#eeCkh9%(Ky1FqH$Oe)
z`%K;iXx?7~W0>Bjtj7DN)7!1gckFGu7G=6IuBiQD4^Ao8@gDEi+>8P#%Y;Y(aULLi
zn?)tYHG?^fq*%QAW25AgJ4*<&;tbk<_k2KUA6rxx%3&1`0z1X()qcZC4(4Sw+zj6P
zQ=Q}F!4sc?oowIPZfDF0zcRf2z5v^8&<?;=cCFgWh<-~qS>^v<=YKWnULhx{>-p}v
z6s|$a>fz_gMq;k(ULNB&yY;?KQ&Mm%kcLQa`I>vBU&D1J=79NOr*6FJ;vdQ=2T(>8
ziF6dnZBr+cttMMGjQuK`uHpB?yF9!VmR&m6T*kV;9dbLB%d?4hIo){rKM!84tW`t!
zpntN;$u*k8(&XS8#h4=zYOsOZK@uT~j8NGdXe9d41N`r6$)H$~!26f4qZOJ6C~O<&
z1ZrM!xXT{|!^req9>}~W$$=RQdS4jtAVL|19aon;zhtw78`8`&Hrx~IyM*J+%-e75
zbug2LQdS+}^=rP;=4oZijImUXBw$~{(50Phj>gn?pFnHgSUP&#?BZ*i+XL<Gx7XIw
zq@DJeR>QkDArI_j0&{NipjCVIZGdlPN8OL}b}~buK<MJYEls8N3v||_>Bn2s%0)qV
z_=Zc{#1Qm#I#EvfUa6tMiPt0RUC!b3c3;{@tZIwpvfZaH6I{B6;`Gkj#G6P+ZF4u*
zQgh#?V$1qYZTww)NUfk>>`3KSooK=cNpY~8vHH=0vlq8wU~`3uCcbC;vZ7<Eczta+
zDRy&IE!fVQmPE3=&&gyeP&2NQdX2oX;?VE(0!IOKPIbXHy`ITya5(!LnegUOFxs3q
zJ8;2Dy_N(Jp@-b<gO0DN#>m(qsqYZ?QmX`usz=^gnq)lc^UbuYxV|`(Yl>;EJ2#j_
z=QhHM8b9W~T5;$CEqv1;69ia9p6!gKOD8ppDejBE;K^_IxJZM<iB2(iN2H`WrUR!T
zU4x_KJz!Ub#AeqipNFY0eulRz>2zd4;F<N@{B2&=+_Hvl6rdYwMv&HO{WLYYfT~nx
z*J)jwz6h<f=q{8@W%QXos8>J7Rwi$+T#My66ZZ=sf0Qfs7b?~~oL^}G`7Io+C&PS+
zv3y>f4H!x|lyco>$icO8K=G#;3R;7Oc^PAql<3{}4`cq!x5gD^8)QpV#*r=?-xW2m
zu3mtKB(JgMt;CeLy|TgZ>Bp1(0AHJdHypmKOeyZ&3p9`IB?>nH{Vu;+#rL_?(a7Fw
zWWjs2Ev1LH?8O|7!}^?(_~d!2S!_{N>>pLzP@XB?=I7WBcnud$*?sJA$1pZUBd+EE
z?icKI4@;WZz%RA=0J73LyAU3{wRjIkmDTjiUG~2GIh67Xtvs-n?Ab6sA?Os%84bC>
zE_ic1*v1NNO!+KM)EX_-JCNq@HLV+NNCKn&b%DpUZ>16Zp`j=pF|@6?#r{&S`Au${
z|9y<9z@Kw8VvZ<hc@LvnIlK}b9q&)c1px6B0*EJN>`z*fmCmVNVXKUIqrehxAw;5$
z_h{)aXUyiOI3Gx&OI;(?KnJtJe5|rc^lSL)MXVLgSf-1-qdDshmcz*Tpbij(UZ2nk
zCZCS5Q}QU<oYXblk3d(tI!z}u?n&UFVy*|s2;5pEh)ypyNN}lXoKq!}|759wDx3Hw
z9qimp7R%{KyDEdo*CB7il;DNgmo`Vb94k>{wGE?X<J}32+54vkN5mw&r5tO(t1v0;
z(%aD}&Rc2gMCN%qjFJ23oWf}TVg|pf?u{x4b-N=4<dKqs|H6q{74!wzdOsL03nyX$
zV2J0kt#se0+JRcjXFwo&Ujmj=lfYLXk|_fFHvsX+Z=>UNf6%1@#b!?8ay|hfym-*H
z&b}dm;G1-q`reyG*CkesXqm9VKuhcM(U-)4fmE{=?1G_B|0EW^<ZHQ#P2hVHw#}Ww
z>=G-F_|~hZveb^9LS&jNUFk!xUrPX|DLH%QX}1={|2H6f!iJpA_c)uq0Hhf+f7cnL
z1hgTyo~`@i%M(XzvjULM4pE-V34lMt08oMe8nQ?x!KP6H2~|n|NUmfQi18SB&HNRO
ziJVqivcF(_w*f^a3@5qj&9b()VLEa=uq2glv`-1en*fw<=W`WE0_S55*g>jq3Ie%r
zl8tx5!-bG4u-cL1GD<<1u`Y`}hLS)04<3{qU9AkqwZ@fBVw-D^6o)V;T`6gOHundR
z5`YJ(Q2`El3aLSQx;&4Itf-5L;obl?)|emuF98C3@?*+QTCi%RYJsKjY9-@<I=RZp
zouz}$M*s*6nCdQOpXx#hQ;idTK+r4QYQ}1-iv$Sfc5{_!UGWPVb<pv*lR(K-Z{H1u
zS@)Qg`HsxndE<5KPTI@rYLwDr@m6{{poio!4r_kyv`%hh{0Tt#M{m#T2I$~OY11&-
zFCdP^k`3`Va3sZ`G@>mMuS{^y*ho0RJA<csZ+)iOZ0rmOVPhVi1d~-wq9r@%kG7h{
zZnI#+$Lvv;58#sU1~-61_Jn||f6N0TQJ*ts3=g!kNtxS%ROLJB_!Ke^N67|=;|U*8
zyjw5IZ&)qaAIg>1wK;=dhV$fAuxy!P>LOTWVpltPJXcPl9H1|Mxc<=;wdsy*_gynu
zrdgqVV?v171GoyF@2sED|8clJL3DY~UlE_W0^y5vo+qQ}VR`1yM>F>_WSaf`UnR0X
z)x(DI8XWcpyu}QhEWDX{R(Fso2k!>tBTavD&sc$kYJ31%vUJnV(a8a!iX>`K>Z{OV
zxhhWuV3_cZ&e#l@XZ!_pZ&(%fr(ucv$0XZcV9EX6*pt-l#r9Sa89?Fy_@l+>K5l2>
z{}%~TfAHw0;Jf(uh{Ul@mG%bbeySYsVP>Nr<Mmn-Z~Gj8_f8dd(Mxoy_flP&0G|w&
z(R_b1$J-^S%z6UqR|CliEoP=d*@^mKV=riwpmHem*=y|lscsZkI&-&%N#NqAQ*b^J
z3Wuz?Oi6+Eaz)@MogSFb&NnKdKvn#vk9%VtG#+c@j2<#2;ABm`<H^f@U{*yIb@AYQ
zGOQQbDNn4b11Rln`Ra-IIxur2PRV7vN*!MHPMoeeEd+k#r&WextG?_!kYE4?d&Ube
zsj$PfaGa#camFxu7w~H`lVTJZk2RvjJ5CjVl>g@7@5|k_wS5@gJDRi!Kwnd7?7Dix
zj|3_3sFqpJu3x;dc2Vm+>8o3bk*pv+koW{>X$)Uhr(*AD_4F3sYmO>lB;k-VWs|+X
z*pCsNRq5A91xPJUlW#lTO=pL*3&X0xP+KWD>0J3Yp>7b>hl%+8E?M8Z81mckZ$~A-
z{&k9b{XY{?@mh_HT1Vv1W*+V`f450lBLc^$iGFJd+#AOAwAGqo#}J&KDDnPi1NMJ2
zx|^yEb-eEf-)`BDK*lvkl$ON-peXyzfly(`0d7Cqy|lpK$iNNf1XMnzY?lv3tLt4P
zL`LNjjQTb(^OSdpY9QL{e!TO$A@Co;q&f&)c1^T2ASiZz+FE%}D?efwaN@qNnM?VJ
zQP&3cZ1}$IOh5?mZqqC_3>;0q;X&+50V+6%GQOp*Y*E1_p2Ao7GD#)TVU82<C}^F*
z?$lLYDmE}y-9f;ur-#t#TM*-kK>CtZ64_d#BM<-{BO?zrR|5FU|K@p&_HeK$X6RXJ
z9hinAGIWo}q-Wt>gG(b+*9z4Z94@JGg0CF6??Ocwf^3s13gitXo#Ta&V8-s)+musL
z_N2`>TPJ0qoIP!*f#m+r9HHV5@OE@@Xq}&;ta(Jg5}X6_0iJa%;Q7n}ebs5&0f*VZ
z>pv+&-2B4y$vCQ!iDRhE&q(LewIu56WXAqO5ZMlG#V{;(@?dMy&akDxnZxbQ)AJGL
z8xsBNwq723irdFA3jLS|x!)>ON{n*uOTfZbCSCM)y7Ybl@~7|voWeqQ?%ohd?4arN
z*|DG}Sz*Y=!@?>Ldb?V?%DNrvcGtmzVf{5iC7h%9d)o}ZkVf0yFx~lBRA#<qI@rAC
z4yua;>A$|iyW{<LwTm^FFqZkPPse@`q9Iy`zDjEN12^{ev6T};9Al4>Am+c*hmzKB
z;jv<=Z_=M@XcUE<id=YI@N?~im=92hW)<^rrlZ3*l>h0Ls@_whm;R&v<Kx(|eW~nD
z-<%f!M)%#}b~SZ5XgiV*3HS0ywsCFYz-VOfDN#s{Q31*|Wu9Y--my>qrJNKi^oN2g
z%y}Vnqv==8g5yE?Z#PFq83ufJj1JfRu0D0B>VgW8ip22+C;0!9%tgleKLUmXqz|7O
z!gYM_QWZlD%=$F3!Y6&=HFNgt6$$W|!jodTaFF683xQZ3VB?VNeM=stMg%^PScDl5
zBgaJwKEh-C1nEnnhLk7WWApKKtw0v8qqP{B$cw_I={bjs$mA174Svil(|!b*AU=%@
zDfmn5&wNeOZR{z6zvh&I_ZEl5SGMl$vggO70H(6WqadDMTI?3GX@cJ&*o}u#tQxLD
zN16_%$ma$-z{uTu`KG}Z&oxmneia&^{0q<?u$?v!$Mys?bImEqL4$(pNE>Lj=W%~(
zOR=aMVL%_gD&#sDDag3OR-Nu^0Mk>Vv&+@SEmxiGA$;gi^3w7Ad=EWA@LZ>EJ8zXi
zc*-sz=)`!LBi(@^G9|mZh9+8?+&0mHu-wrj<ed=EpZr1j+Osof<@KsWl2;5+y{Mf*
zoO)0}7N_L3Wd#sv(*UNrAm!x_tMtuFz5i9X+%K5u{jP&+ZRPJ$w)ca+L!|iM?8UC;
ztJInP<g6K)POzLGDh#s}g8B_S+~|{EQ!3kq@Fik8=S&v<I9z!aMe44p*~4;F=iY3r
zrMV>~{G(m(2BwdrsHlZxllx`;jm(VFv$VQ~*O{?Mjye^gay?TpbAxv9z_E-@>1G>p
z-rvrRk-`PcSO?s9n27rjt`HCcM+o|)&<luY(qV{b3kF_JYYPGe?qD9+;2$E_oB~dN
zZJT335p+ko`eR8w8{L126TXZVCk%ceHDiJl@n*b%3ZMMl6<%F#oJzP1eS>M-;v}}C
zluzw}g?Mp|#kJ7uS*MR4jV7#cPIe*XsqtsmyiOj~Bkmp-8Im6U>EIVF1}hmy75{R=
z6i+x^P&c}$(IW4m8D;utM^8Mr432iDj+j5~FL{M&e(ICxtUgPV*S2VDipEM${J8OK
zvQMbySYCc1O=B<iL^w%fL2Icg?@2fp^(Zsiwj&Efv{m|<nEcgEy190Aiq(>hF7^AK
z=Gt(9q+;aQ`k(<Q_+VtI+gM(IqBR)#LAjFWkgRIjCOGSJt;1oyv$1=({u-LAzD-U=
z$V<M}qjhi1G+YdO7)z%xA;nK1drHEnp+2@FgEWT%2bmv>H~YayLQz2om@k#^MLT&9
z`9dHijJ5qzG4z92>zqN+H-`_n?|%4yiWDjQClAZyDGzH%EiW0b3eLky)G*(}7S_I9
zhych$@>VLf|0ZD#$gHuGbBgCrF4<-ixR?3y3<SZ<6Ue%^hw(B($Y*6|q71-h97{Me
z^`uh@Ts?i34B34TB#(7Ng@JA0j+%|Q00ECj@8$X8u-_-jDjg#@_BzilG1-ZE4Qg24
zTbqX`_Hr1uAd2iXXciJ3!hR|m>iC`~4&+wv{p=YzrQ-F8V?N<y1QG#*SYIzP!+XA%
z=S!E1WhI%*NZr8!0NDms^>JK5T#XYH*4e(*-X^PQ(}uaKpfuFZB>#IR1kC|4k78>_
ze2m2u={Qy4c3!cYGA{PccIxJ``)a{*R>v{0B9u@Ys-7=B0@OV44^2#?c}WWZsW&3f
z49j#{i~xc*y+2nP^jL~9m?sE_oqRMG%FI$QXL)$tc%eF#!jHc}<BFQ8rvozjoPV{C
z+A1#`c_|A>4#E_K?@p^b38O^Hmt79|8J7B6OOJL#oxUzv?K{FVu`&z!Wwk}(4}E`L
z6Z~_z_*-8Ui%%<S)w-u$IClP|59vVXh!5ff_=PMe^t}hkcU&BToWknaR;QcPn!Pj$
zF5G`=X8vu;e}<<!#aHe>_JFo;JW7N7^%kD;g{~6Qxi|a|Cmq7+))dwp>92R5x9)%5
ztwjt5escWs&hL7L_qqGev-3jCxHH~#AG$0PO^4B3&lY0jyh_EY`jk+UupTpPXPp<?
zBWXsg`XfZQ=KjBe1xHAx@~ovOgPWY?yALRuKZelX6BKXFQifTR6D(Nwa(3UZl8hc%
zMI|U4zASG1;2KeB=H`R*$CJ^A7%vM*4g}5qV4Y6fp!N7NJohVO`+fR#Ak+xO8^`JA
zo+;P2wnmih@CVuYv@joBzSV#yu=w-gcvthu+-Zl{9$M)3&5_#jq%E4~#Ms+~$%(F3
zdY-CRc`fN};oI^`vI;sZ#2SzKD1|3gp#>d|hw7bx`NOr%(klBY!V<4XQ0^DaDHdis
zFJv!<jP+J1GS_nzD+s2>{Bt^Y_>UhG{(dwMRD$DpDj=q61-_ex)rNo>T<u#%+9imV
zS9tEvg%yRS&~H!Gy_US60Xg;IPq}2-|KyV41G!`t7Z;zOJtEtj%sl+?m_bezvLpTD
zqnh^Fg6q+@y9??eQO+$g+7>oY$nV;(KEnFYSoT8er&D5Nc@7@d@g_9>JDMRJEnmF+
zAi8o%rYa9YjNs96kjg`po<=&_ZqI<GspfST-k&5|$CZrw4({ugEE!Ym+Abmzjn@ft
zbG@g%Klr}6$4cUJboZg4(W7bZ&A#KFY~(gJ25BP6nnG&ft7l=ue-QY1!FnY%9K-=$
z0(djLEQMyhguW22^ST(L{@91m_|gb#Q<qOB1^GW;2Txx^D?T;Yip?&}V!g5WD27Z$
zDcJ12(HbYD+2dzO@C#+)I->^F5dI-lH`23y#%OZLsKlCz+;@KyDowPf=x0xpS6S^{
zbA^}mqISz|VbWi5YJ_h+-3UaB*R;w+u4y`u8;pulzTLmK0}C_qY$>Pl<BhL*uetCk
zuxO4?|Ie5?>e^xQ^{P&+CtaGta0qLQ3~!&oZ*IvdnL75Npa~?JjZgI)8Pm{l^2Y3T
zi>km6zliY?tD@VATsOllfBdoSC6t4>N@g}j7_x4XAnH=~{NB~LXmTIS9q(*8Yq}lt
zseb1fRvRVlar0c4Sy&iLV~DE<EJL>`y;Xb~g0q!P_qh~YM5N1{eG}Rst}d#oE6i-r
za+9h&5}`PnaH#9jUwFF@*O@78?%w_93JV2F3&UShjA~*j!qYV9eb7lN6a9b11fx5O
zTkW9^qF(&1dcJ}<>lPzbLjLQ2LB3@|3Pm_pjad0qhzm9?e#}C~v1D<2DWz>A&F>Kx
zGErR2RE0{<A{IMecQ-9mqt3UrX)?U?gFlRk6D+rHELOwsDvF}*ySG^!PX6wS{F&YR
zAJ?<(C3OzW`E0;Urd-=No9ppY@v}x}b@HbCtdBAt|IPN)p;w9ya>GqW`6-k<au-g+
z_1uKo8BWjMsDS)U6t3M?`4Su>@K_+S(cCtfq<;=1_M-nH*PWDrJ2+uL6tC4P!;;ze
z>>B@qv{xL?i<M#$k@kk<$qL#!F%_OlTM!zoS6M?efCBQ65H&d<`)QUx{Mw;4j+1pX
z!HDoUDNYLRj@x0P;Af_GD4s?mxGY_rVojcSE43FS^)KQ(P8{pO9{Hv9hmzT<PLRN1
zi%xZN#J>diNH|ziTHm|gCyf+Q_v@obkCmnC`zmwqn*BF)D$vtovt?Ab1S9%vWRiXT
zE(~U>AUd+69{1y9DY%qA>The~tZjotYZN=a2qhOZG?NE+2_Use(zK$S`tRkAYj@-~
z_Cdv@op7U;I{J8k_ho{`*FxNnvsBZAA%}YOgUNgbR7&uq0+aW|vxOLF`Om#yuJb-i
z5rFG`o!m+`)oV?9ar5jz?1j&ez~?1w)MSNsEmm|w;%Q=MpV)rQ5>*m+mBk9c$9rT!
zK4~4nRw{M#*10iZgbnk``_x$gAbmIWcn=MTV@OYHd^fKhw@I=O2sQ4S>FE0eveutd
z!4rP06O_$N-hSM~gjuBBc6vZ}{gXonM7^~aPCUH%EBbK`!=?F)BGDeUagzge{QsoU
zJ>}RDS+1LX60T$N^_qIU#&6}6Ss-2rzQbnuUKrqKqbT#f4{(M!y18~$ZkscWCr9O9
zepJMvdo{sYu|FSA*d7!f@gH*>LZMq#T)6O$FXUdjGx=~(WNde;W3T`5<kvC+G8(Bn
zFCH-5q?~p;CpVg5j3k%;#8$oy5+J{NUybI#q|hZsV>B0i{-_)xTO6Z~{w^N&`SeyF
zn*Ga6Fg{_-n`kz!FsFYf!@*N$_*D%HS$wBErOzWMO4SVz{mZ{oWJ%HM4@rU~3;oo}
zHO+VY*udQ*OGA+r6nPA^4Ei@kgp}}k`_0o1rDQidk^=q3W@(6H)+vyY&YrYqb0LuR
zL>mv>YiO7J!s5VkulJp9CiyPR!ZXv>8Y8Pu3W+|-Xg1q)X#Q6=o}kj_IIzx<QGw3s
zLHab$p{^lOZdt4pyyEyQy?J>ommX`CCOh-F9cf+Jl&Ec_npKCxr6=O>qIsy&KZ$s?
zZx>pmX7GrA5B6b>BI+Wqw9JI6qtR1Ce8_Tyx{21@;!S|#KbM<G`gYH?QS!VZNiq70
zs)4b>*=qRg*}B<0TH|ufI*pNbgWUUz8Qb9dmiIMkplf0>7Bg}V;u^^-wVH`jrW|pe
zKhj}10OlOCy3JG*40b1-X^7R?_(n_cSq-j-@qB%aD*I&Q)vXcLUf{3@_2`P!D(>n>
zNMicOvpiyOx!^UJDstqU3_V%F;>L)^>3cS+GQNkfkKpUc3m#)<bXnlchj$40*~lrR
z$otuL=47u}Qi5pJLHJHz#}N2MID$k6t#doyHRX|O8V0Z?D>y)*h#X8`QI(Sr$lmkV
z@@uelRbl>-medf|UwI)S5Glc;d(KkqpNJhM42T<9Z+jE-_(BI7(%y8T88{LJFU|nB
z6MF;W_Aho1sV(K;rhd&u<#6>ntP=qAS?}8(WPFHIC5rHj3+9Wzh6unhYz&BX`F$3&
zD*tL1TF1s%@i!1COcel>(#3_ZguEN_Z6n3e1&v0qCw%vk``@~2M_-itp%Ek1c>EX~
zEy*zplA)(ubZZj~QkCg_=jY27uVk*F!(%2R`KheNu*s@X{s$d8UOq*fFd{XChDLps
z{Hl50Xuqy(yC$L3|Ijf|nGN0k$xcu&t63~z$#!JSw{I@>yKf*fjwu-_8+?bywDd#G
z*fy^Ue0a?G6)UG7gJwp2w4rRlRI(7vtO{fRLSa(_B%-cZi3lg}pY27vcN<3nNvQuh
zItinFIB>9M{=50Lix^=csloCMVs>qOtpi8pZp16brQN5LJuT2yW7`YgE}v(#JZy)&
z@9XF}!q;5N<!s&j%o^y6EOr4RA}($MpErHxUd%ewFKd7krylkiVQ0{+B!D<ns=Cx*
zp?r(+CF7FChIWz(uIx7d-w9pp)CcF^X6`7b?wx!*_luVUZT#M7li!0F#(bNdE}W;l
zUq&R2q2{}7w0$erm1SH?$(5fH^W=x37>BgwVA(XX-q2m}<PYg}sq|F)gDyN|8@p~4
zRHMK{sb4XLygRSubxWin4`jfsfS$UMhcr%64-_UGj;;Kf?uE>0T(Kc6%Tths_{?|q
zTUq+=oVGPiv<FiTHQFnfep|RO&Qta|$3=DwI6hel-`$XJwcfLAI9M=t{N^o}jR(Be
zQn*yH6C~1Eq7~JuUt#v%t<YH_>-nBOdYyHzmewuUcRhT3efY2r>l(;wth7WoT(c$(
zJ_@*BA!&5&yXg-q`m9>xZuaNbV!*-fkTnWR)Zk7KFX$VvmPLVHaeS1yoUM|7NwG4O
zz5zJ{OmJ;zleTLOS9_gCq-IMnWk)j#&5_n)(hHG^nGl1=!LX&+@t~q#BPh}LFBJm*
zXu;JNDRx>3Zxt_AQy{<Bg(<woLk=I!CobC%oMOvde5rwy#+j;Le|(?36p`erJ`&53
z3#}{k2MZcug3c4wi@I0d%hyZ4=q%|HO+N)!8Z_n632JvaPg)1(Uyqc7C~pj6>O87b
z(BzmwmD9F-R$t^@6VI1+v3hYCmyp|7UQ#T0n4dHEa?;TW#vSqeaLjW+<KU`K;q~%3
z%bzwl_^yTDJ0O1$N&u4oX~4s;o4RR9v||&|6G42+*_D=Z8E}%kBGIX`NKZqbU0W@&
z{2qJBTRwXkL=7?Z+Wk0Y3q+D9iqiiQNC5kh#wATn`|iniVjuWbY|gM^AOB2wOyAq!
z;Eo~IjIpIfTd*|tY-gAKWMS<8;7H=6(`t+=w^u1IJhiVKS;i#;OaubTER!RHkuui~
z4X4u^Ns1*ytIn$WmY;{qRRa>U<FG|tt3E5kw78x*9@nzxy~;D!Yf7JQm69G&A6;wq
zdNV6`LuOt9sHG$3gVorQqGk=a2=f0r`wpn4w&q_HDF*3PiuB$R2qYjyDN;g>bO?wf
z^iF6}r5B|a0qMPS5m1_df(QuG1gQdoGyw&rNP7po|L?o%ePz95v9k7@nO)Az9!~aT
z=I8n2%3E(5_Gk>aVvEn<8OQ96LoCPSaF?zZDtDJzNW<Jmr5ou|k#QksU`M}<F;jW9
zm$~)HCp$dE-cEV&z@#E6*01;ry(1ob(Hc*k+A%tu37ehOZXf>+^K5JOM6Yi&K)^v~
zX+=RbH8!Zw%@l8r_*gi_G=6cf2Ojnf(X<Jn`(^=Uw-TeJ?R#E5^u0UCmhrLbo@P@3
zy3fD-R?~;oef^?2IN>hhsZx)*oY{8;BP(h7vgr*VNyCuEgG6)M(uw0Pv+~~c%psgP
zd@d;^Q#?Md8~RXdgQHMBrQ%^5N+m}oqT@D-6OG`pYdH9FwpJhBD0M-d_tw)icWvJ(
z6CnyM%sDozM8dgzbG2>ucm>r;aIp#}ZO&ji-Fc^AwN>Zrz24FBk77jj)WNK`oj)un
z8EqVeY!h%JB}G29F7&q>oT{(G^NAaHWch9uV9{@Uy0UR}tdgYwS9y1q|8iY8eSOS@
zu5iFV#zc5mbIfHiS$=})^3JqV@Mfw4)pX-#m938Ija94bGzze5Z+rw*!t!?8g_AVS
zGRLg7Ry$qxNJZ7!Uf8(;0?d`b3E>5$3ex>t!yyZRu)eRP$qt+o=7K3J2{bU=N0hv%
zdXg8?<1=@Gb4H$LRuXtr8{(|Ue})3%=IGy-UgfL=ir%DjFkLG6#vNQ`T|*#KI(Gs1
zJ%#bI1|fq`R8rnBtH=<s|2?%1PIbVy)B31;?%>@z%Qhres&L~dyR$$I>`=o8)huVj
z=SAWtU+H2)HhB&KM~zzMmVV!E$<dc!U&GlFHzm68U%pO^iM3-x-;{J6?7UT!eVfmP
zE;;7K{3i46OHJygU`|a*ED)&!lNs*!JA`gmll?O)DEBB*I$y_@(zVb{p1w+mQ_XHq
zCsibzO{-~s^u-u!d=L;gbXHIYF-6{39pK8me(NlB$X})<$#k(0AzlsS@PN>hd!+IY
zE_&7|sB+hQSBwX;@Gh1{91HED@KREMX+K#usms<NNw=%~5E5L=9HzYL+u|x_tZ)|Z
z3r%b7gdd`1uf+c&B)I-`U7ToL)xN(9rxc6#F@h)FI!J4^J^B^yHPqVIZstJ#cSkAa
z`g#x`ozePkTS|Z>UHtG&$Q+4rekMZtxeJwj^DC!~*?vD_e6L%m+S4DZB$j#e>7NN$
zkxinhI9}}-MD?gn;t^^4^JB3LQXKVKZcXmP>gsRKUMXlzB2C~Q=X}*dNW<9KV`HE~
zTyZcEF}$O(r}&D+iPD&27-K6*qHh~)I#Nln*Vsk+sj`;K6<8-)Dw7*K*e5IVl-lcQ
zv6=d^YQb=2^o3_Lb`GgKgdB)&*SG-R1<<o?NL&3`?S>~WkgH?eYIS!5$FTeo%^w%}
zr-V|bh->Z#_%4T8`A7%Yc%GGR$UFsNe=_LoBH-EjmpCDJ%#;#(MmB!fA&B<vV{byE
zhW3`ms#5Iw(xoF>2~S`dv>`-I@??@b)cM1ev|Jt!hI(li6$-F(z#$QT8;O+CwI2N_
z)u)d4*fJ++CW0OV2`I!sBIDI4349EZYu>Q7>wH!#pIIDb+VK2yaf8cWcDgJlcGU~c
z!h;8q%_(b3ld$-+z#-Kfca~Z2J4LngOL)rDQFNF|vGYqwcSPt*$I~Uz??r#M+mEd%
zM>f5U<$g$0@-m?q)UK{s&{x+>&+@y!1}c5!-Yn!#=!`cwM!W@3uOK!`oj_Pi>~ecK
zWxxoK+J3-mvxj*6cfO&ckx=98qMn9w2&aQN5J{^qW%lzg4LVjIJGH#gJCnfucgmqc
zuhwc*@zaX>@>cJ|1yTmiX<i_zZ|c%<`vWDvVj=&vPyJnc>JCq1+Ju%?E&--wh8N3B
zA$+TlKkIqdWY@!wPDXgk)5F+Fa-NwmUcwK%Y*Yoq)Nj4VJE{elriX>EoOs^)R7jW0
zqS-{$J@+X!UKP0-)!imLyjMmrd!nHqu3xVHD6H_c#LcX;+(VUHo3G>sssmhorZ2L;
zls_5WP;luR2ZDzOcV-)b;v-(m`1zGv85w~!Z8o{7eoghIk7TH}3*^I9^`%-VnOkVr
zof<&V@4EWsXSA)EwtkfG=_p{73iB5&;<6VfwpVe}geaBVMg&5Z<nz}}#o~c%Cncbe
zK;U5pqTW$(#4z4p^8JVm!~K*4)Rt^k)z<~-{$T5O%*incsV?U2*{$xCu{YLz-7FVE
zn)OGv`3arsVz=$Gum%~>nPcTXptuN+_t$}9`3#ESjpvUv%N;(yuB)d`ygdW4&af3X
zKJgHj{K|-2V*)Dhh3wxLdsd!W*{cR_vcGrtMMYX0ajO6KkDwiHVjkLiK*YC02b*3$
zSvBDiAUVgYO`Q5%N*cr`CCu8At*T_mj4MAw4$s)ED)$!zj}QBE2PITK0_d<=65^@J
zfqImNb$#r(xC!B#>6l6KS^c}iXGO7eBtusiN&lktV-^G|K+KmBsurt6o~J4TU$r}1
zFAEtxH*q+)#7V0dslr{6X)(OB@7Q<JTvSkUnAq*VW8!A<6gSuY>>3aG;1{5-36xh!
zsXXI&Mqfdji$CQNHm%+b$H6qY(8!74zFvVM6+-Q2_G3~AWLL>bU0Lye2;jobg1(AO
z+!E}2<lSM;@qx3nN!3V|r&oa3(pmB&5Sry7Im?FR6wKsS?jTRpbP!v#xO8i%r17Bv
zILv4;)aXkCQT?4Of8|u+SDI9A(in9ZHyMovSuf>fA#BTU=1wPGGRLXRF%8z!u#o4c
z4ZK+wBu;50!M(7AydfYh2a52z<2S3T#ao^`TnW?@5h}sj$rUCN@y(=btu6+sJ_Vw(
zjX6IrEewF_f>6QMOZZlUy}Iy^)_7KugT3F~bFa}=GCH$edsa^B5>EBb#l>v;ZgfO~
zpMt7mR_g^*nX2p6&W*jUtobFI-=#uL3=NfFkL?GO)uq|=JT@2$`D0ebD-G`*R5hUL
z?gcs_vPP(cZyMe_XimnA9}9K$T?k<lP-1Qx2$0?0*Va0ibIwYL&7Q?+(fnkb1U-xp
zJ2(-j^>kmmyz3V{zMVt^$lfP<<er@7jgCr|FRW#4oO&}pJ*www24meE(~Eq@PkSo-
z;VrvqP;F3pcQ!M=<=3{`rG0{SQaf=K(7oC2z}_9$4pqxRqiXxKCwk+f;Pr(UUHR6{
zlJ0?i%lCZ=&POowMB_gDakZ=OYXSY+=`RT!!lbarQuquS6@Kd7rbZ6a1yk6243qbF
z__JHf9SG!W=Fzjb(J4816l=d0XeHq;#RMZ=zid1xzI7U<EK%C5mm-$c*n>@s@Q4VM
z^AXwxu<boK{qH2*&acRE{D?p2*SwP^&9=m`B|^^KoT1Pnuh6p0*6ap%qE*|i>Le97
zTMgL<X)Ufvha$OD6%SaXS9pZ-+pegA`4$v-qM1V0+1yWzissltsbdIFx`djS+dDP#
zJ>AP~M~c5l$dj_7?Yqtf-BLYjU*P27fA29_MueKi0iK)^Tly4yAF!T}T2PY}ecqoO
z-1#QZpBOo_MO-=o!wU7Obj&{8%K_T{1N?G5mTU5Nr7x9zCiP=^Uham+m{Lo!9bzni
zTd#Dnaaqpy!F+qDAMra{l87ykm@QtQt^5+C##Py#x?fnQ=mVR$5jU`$sFrye!<<)0
zWd=8wZwruTBY`?PExEG?Lht>Se3r>P6vYx!|A&Rn%_V0uX{jJv!kFEZD)PGSo#5(Q
z5rIV)GHnxJ(`-be2B6CpLcI??ho=^p1YXOtMm%((cuBn5*XY|!4H(P?+uK2t?5wxn
zgnAJm%;j0V`!Hsy*W7B%_+plL1x<tGxB#&QdDfCWwZ1Auwfi-^H^H!TTk8mx>+b2g
zZqOMnSG$$A-4Ho3Uie{37vFAgV&}77%O%X!64+5m4AmUc{Nv)!PBLmY&lsUJ&veKc
zxKm{;R|ccge2Q8e*dF2u>4F%zg`Y=TG<HTfux&7=;Ek5AD~Vqlakyt)ZY{A$9(nOq
z4^b8;qJv?S{POWfK$+cL*Bdw(;tfnisl^c<52anrI_(hjL;}|{$dovG_gxo)an}Ye
zqI~j5e_T0T+Ji4p^Hkm?;yPTDWDWz4mB(nA$ppiFm$?z*VJ(?2UyB~;&wgC2zA>b#
zHJk(EEa8mbI_jL7f3fhPlluoc(et(UJ3!NFDw3%Qgq>67i~CRA<NhYD&}SkH3Clu_
zS^901yV_Lz9b$c1xlHfV=yf6EUJ4G%x{p>-hj_rRpQ!sD1>xr>29Ne%v>gXsocQXr
zuyfQ&Z?V|MFgb%@EJ5+(vB~(y+dLT0tI3MvSTMhbcWGN2gj*kuTW?p`{#MoZNKT5b
z^-C66AVm?kxkj*0aPVtRZ6*3RV@RoN`R7+~*lTIli2zbS5?Op-z}t3!mduuaLpgXm
zo7z=VdG`aZ+@ou@8n{t6T%m;X3%9oEM8Ce}^O-Fl-7E4wl&C$u*7@=qNEKIQ{zm1h
zmJ)rZ)gTA?X+`aFYm_GyJ3&6~P&vrRlRRwyO1hl#TOaB+7&U2X&ooh_iSA$%!ZOZ|
zOMyd8J3)F&_h?o}%7n{JIK*G~W;||P`ei=_IbVErimyV6pS`OW_KFtfMJD#->cZvK
z2kp4(-m08kv}sn;I^m1k3I#Pv6;$9ZrmL*=-fZbxj89}mtw3LZh1gze>z53TGC~Ku
zm{`WukO*%7Xs;bGPV(N?($g;f>^0HPskqGraIw)Np^MPvng=Xm9V-EQ3r{1Kj;zeO
zoTBw*-a4N2TFC}{M};I(;fb|H<Mc}iuqPB;=Dl?Iia5vg6x#L>oSeVyK9ki_i~i8G
z*lHsz&>QlJF(p#2%7i1q@qo2!OP%yE>vVYP`p(#6!>2+N9^Au^U(yBgpjav0;x^UI
zEZd}xZ_QHnO*ipme|?m2^M|v0rzY|MgM8wI+McaL%$RHR6vcfGe9fZD?eIQ|fBn?x
z?~y7t3i*v`AJhq|T^RQt4y(*j)*l=g^i<Su;3BZO%}&jSnk@%?BiUK3TIn4Ny}!Yc
z^rGp9b^*dOEdr&R<N3&K(B5NRF1dhkfj@+5_+2a;$|E&0M4uX(G4n%<omb8>G_Ibf
zpq#nTv>@?njoiaVwS|qQQPlD43mu`HtHlT;)s<H&<OQ2+N+g6rEGlgRnHp4$T2F&s
z`+R$m@NLALSPp2AU6)iJ78WfdK8VmKLwbI<+R}Wnc3A>L#u-}o<SB>ZT9toV7zu~k
zRcv*R(X-I~PR7#aAEJke&{rl!NjD4C%;jY$*km9|Kl$Qr<7*?S#249F7f|&;Z|qyu
z?e5d7ql|a8V4m``RjU`rT#Cs;w;LJsVs<|<xC-52@>Jzz{r-4aH^0@6Sc0}8=6Ys2
zN|j1v`D&=H`da$IYVEdR1p9ZJS=>8PCJwyT18(NZ@I`@Tn-n%LQvD21QCr4_!Dj7b
zjYJcY1u2u`5Y5SG&a_wM1v32!1k%ejojE$(85}+2@vJ^AWi@e)Ey{lBoUu_87rKIn
zU@Fu0m{|QK;xvBy`U|C+JJ)X1f6|qrJN_DMsuKH1+B6x4uBsXJMrLy<%8-q<$3LSO
za2(zVdqXXrc5&(eyPr3Cgnh6xF!*^*M1HxrI?Pf(^{V}HF@m`zzI2omwG#J9gqQB!
zr(%9tbXw`?P^tpI^;0SZos8_Nqc}_vl6Eyqpn|@$p)#jJPAa2rbVIKQskD-%pjm&@
zEv<r*`rdly6BWdaBZkjCX-IZahXI<}BiSKR8REM^)4Rfq5;t(HIl}83cZ`HqhjvMu
zGctz33{<&YCOa`GF!H$Fiy(adA!t~o)xHKUBIppj#4IpS0{7GKow!rl6G9h(C815R
z1-|tyvOKr18J+2VeXt2quD_X~pGRgUZm_m#u}BvD0_i{qoWESA07!J^(lzdEuDaUJ
zWe-(fMs5s0zN(1n9LF`5^>*R|A?iD>h`*cl4I9H22Da?M6Dm_B3{Z!!{IGM$L4jzM
zI@H^Ml-=|sGTmb0+J5gIx7*qVH8Z(ulPKZA^eQym+0SfZ7H>6A4c&|FlN!<y_l+<e
ziN`_CQS6i`HrYuoZo<BH`RcXLw&s1hTU-+9H8-3}Gg~6PeefiKiM;Vp-4~MmZZJLO
zQYUVzNydW&(-BtBwjq_!!YHpfq~G#$^+Tb@@t-5gFinMX7menILm9Sp;Gvk9oM}-;
zuiVKW_cF0!C~<F5r9qX@J)v=-=lrWn-X0q%FgM`$uLfliFlW3ylZZG}^HM+KO>XKG
zzJ=2Gu@SfU*w2%KPM-)ROKWt<H6L=gzr}MkWjt$X%ZO3*N4vevue#W)Nt8!+|FJZ!
zcM+bqX6pUa>c+4S2}|u%E%8s5+1}RWjNHO0qiMJB!AO7=)jOB(^-Q?MTN!DkF}#<)
zQc{58Dh%H@5ia!+s^u>Elt!a-`*PMQ{@fGn#N040tL~#DY1$P^9ZhMigQ3e>-b)2g
zf}%SiUS;6Yp3R5>N>IS7Vjo9bxJNqIny_?dvwyWe)}SFD!35IeB`2BIZ#@P!iOb{i
zBB&}oKw?eLm4d}1!(ZHvxY4q{_vZVW#bH(7h!Vd$k5nk(nYau(1^R}=*sWB4o>w8q
zcW_d*e+d*?d?(s^d@E(S4~uz6vKsTKvhi{57b<)5^&fs?uE$U2RzB)IK`Xr(Gg;H}
zQdOxr;5?a{cLnO|Scq=9bS_Uc>-iRIMJbpRy5<&L_tD+Fojc7Rfv}P}31VRMo8L!7
zF~uVnSQaOI4-W9(e>v&{bguPv(<SM2zZAO%Bw$4?l(1ypi^kRd-;`4ag$7;ifqY|T
zp%$kfpC#HR4~PrU$J-2-V{2RXJrIPRT*&=AS(Jm=JA^5C=)U*oQFw8<J;jC_Hu%9Y
ziAO}G>{x4*g?(mAiIs6F`+k7+N87yOsXJ5cwaW*>vKM88zO*6V))F(RN%TG6uOn|b
zX5G049^~q5KL(QXSGElGkv=_*{Be8)0H7iN%ahZ}!QJ9MLhj`0Sgj~I`m|5qiT9^I
zynyW&XPpT0&jfVbmu(qp`0R~y@&zBAY<=kPV?vg0-iZL2EfsQl@dW3|><%s*2On-c
z8+h6!8$Tx6T?I!jO|l%yR85nnWSguNgdB4qv<cbW*jYzqj$UmwcFQ6%lKiudw}mV8
zPrv8Cd18-BvN0X$LY{t5mNq{+oszJ4eEB8|h%#nA6u^tF*(RHQ)tfMxWx9Js_9aft
zYnrAm=EObfDx%o<PTDZmjQV-PZ=6&vD{GHiuJCZ{>ds*pS4&UmOz1xjYY?R|#Og`N
zrN{V8V8edUjHg!-chxwKOn$$Zm8GLIhfyBMbQ;)tI!h;=-te?}nA}aZnjJHLP&-_o
z8<7_sX;_^Z*w0<w-Upw3=AZ_PGpyRkXfUnY9kFAg+&fiyZtE_FqEx+{`MS&$Um%fB
z^Qe9k|Fk^|<{Wi2pIj{=m`rPHB)oBd@2D^t6lq8#T$tE4yzUT_1-c+kTJI^Zf-+%s
zFQc7K0!7k;HKRVFslBL+H%9IIhLi_TN39O9Xr0728G=dHhFq_#UHdn~Tp~hWT7RQ|
z9){GVr4(jr?Nsf^67xn%kd)()34CtqE+<dme%AjbcYXOU_dAl#4A;B*p4)47zr@ao
zcT7Ah^zjXf4v7B)fq~~cfmKZKzap-PLjQ@lf`p30S<XQdeuZ2(LrFP9HvvgW{hu)s
z;3A?R85xip))iy!08)+|)icy&gk14wjy#R)E?7gm!6R?8UW4DeTp*{k_Oh(3VVas~
z$+oMlTJ*Z;<<Em`KZb+i7^kw2yLRDfGH<FJ-><Eqtv=3h-L`jd@N=_RO5iOeX40kE
zT~5C1w6gWAsX}Y=+X%g?cfi0{hHWh^U2b~5DxxrHq*7g!w!n%+i@wlMw7Tf15<Gm5
zSz4Bg<>3XZ1N*oEg-XsQ^z)vD%aPjnM6b6(w1;t2)Hw1kux-cYHHcU{YvnoibigAZ
zUxM|prlCUR55uypeC{{V)F+hGMK>Vk$z38nKwyRfB^&NB$XZrIaoj53iu&S|oShBz
z%nzuAKN=~a-Q9ze`)Gf<rMfQpb^1n`H)P37WU-X($8yez=n%tkD!D!3X^Fw~M(lH_
z`0?natNC(z@>q)dVg%HN=}x-R29vSb-)?WZiD|(Lk%5&(lZB``Ey$p%(H%F*l@sT&
zYii$)Z!W!5`5u`m>l3@L?9-Wdi6x;<iKfn2vRM-ph3p`s@ud}?tjoIcZM~Gxr>7+1
zukTMt1aRwg*xqVg;QV4Ep|RV}KGnkF)UUy>tos+)u;0kmJ9GDMk0|gl8HFRpn9sF)
z&&2T@8#&bbz}I6}Xg6&+I^~(ZHE~*!`Y9!AuGI)NL!cA)5Z4oiI!l1EhMyH_IN$lN
zn5}fnsoV(5O8IyZyi`46oa1+CvTV`5PRU=umK!$#i?B1fUms&un7JOLC?D;?`Xg@a
zNjzO;?KBBXTC%wo-~31-MPM6+m@-p+uk*+Kl#){O68S|p^OjK!3ICxE-9wFUC2Dmw
z*`#V#hTh^{GztL}e(b1%@Pg*cfkGxvbe12Rg@3{0qU@PCoNU}(y?C{92g{zoqb4x)
z1hS3y*6yZRh9Z%#Y;Y8VClh3}>E-leJia_3dCacoRkQc8Pj+i&e7XES4h;>~H4E-s
z_c91il7Zw_OiG-H5C|@8S$$Zzh<KU&IV~VQhtORg$;4=xk1>Do%!Bmy%S!AW1NH2L
zb(&r4W71cWF3Ib%l8`6M4{RK_dUE>Ww%W2I*!q#K4=^^@ul(3l&p#DJ5n?zuTZ#FN
zuQLFpNa=8VOmB$(8#0n8_@7(w{|6Zf^8bvCB>xYblruyY03XRf^R6w%0?TslE`atq
zc+xo%%b(y$=TIv0EW+oXDlEeP0;VMTH|)~CgDL%j0)wzYyRjIbVZI<)Ah7d~bCf6~
z%lR!qqCmp(PVNBS3KS&#-|pPbyb#6_eeSeG&&2-YzO>A(Fm5b=uj{9TygAm~-pT40
znKQVj|H#M#?hNbX3V=AB;yB}=aV&ALICeNJI1n5m94PQ+!4U-hJkQ@k|KJe9vA}V{
zao{}%m_oZ-V1O=cuoy3_ptHHVy^|mW0ERO8NpVJ73b|PdIbyJa_D-JWRyG(R3nvE?
zUO-me39Vp`#jx-wNQ!_VqF^Xk3<3qiAy9s>2saqa4X~U~(8kH}|HAj*o8sk)u>^rx
zL?u7~)Y0EB7I85#!1-IUoYNo>C>#dBTAjUE9DmY&GM@8^|A!_56M+Ew`Hc@Q_Ajy!
z0FUQaJ_zK@7Jj9HCBy)Y{YC>oc7CTpz|h}iMMU6`KgNYXU=qK{0({UvXfUwI@9Pi|
z6PNg73>f6h0)Lwy(ERPbz`<bX?{g7>0|WmiD*}W5xemCf2w<YWi~*AX^!^)71THH6
z`&<A%IAFcM$o_1d>G!{SgTr8FTj&=)I9T+LG2mbk*zf(p0VDiFALl*&G6rBn;(zED
z(4^S!_Zbe8_`@~;K8fGv2UrUXxX-`M84f>lOaENQ8Q<Bi|CI)n_}wNU5HUbW|K-EF
zn%mf8TtVm0IVz5pPAsBlegN=sNGB)2`vF~^HE!G7!<=m$VHE`yV<{1+DB98-a~EbI
zDj@>3ghIezQ432^F{n8PhDMu%Wu#zm5plE#+7b<hOF$u(P{3}XA{Y^vxF}pyOw<A*
agZlZ<WbTSR-<QC&00RYaaw=-x0{t)i<-*|r

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-reg.xml
new file mode 100644
index 00000000..8a359748
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-reg.xml
@@ -0,0 +1,263 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-024-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='127'/>
+         <instruction instr-id='127' subinstr-id='2'/>
+         <instruction instr-id='127' subinstr-id='4'/>
+         <instruction instr-id='127' subinstr-id='6'/>
+         <instruction instr-id='127' subinstr-id='8'/>
+         <instruction instr-id='127' subinstr-id='10'/>
+         <instruction instr-id='127' subinstr-id='12'/>
+         <instruction instr-id='127' subinstr-id='14'/>
+         <instruction instr-id='127' subinstr-id='16'/>
+         <instruction instr-id='127' subinstr-id='20'/>
+         <instruction instr-id='127' subinstr-id='22'/>
+         <instruction instr-id='127' subinstr-id='24'/>
+         <instruction instr-id='127' subinstr-id='26'/>
+         <instruction instr-id='127' subinstr-id='28'/>
+         <instruction instr-id='127' subinstr-id='30'/>
+         <instruction instr-id='127' subinstr-id='32'/>
+         <instruction instr-id='127' subinstr-id='34'/>
+         <instruction instr-id='127' subinstr-id='36'/>
+         <instruction instr-id='127' subinstr-id='38'/>
+         <instruction instr-id='127' subinstr-id='40'/>
+         <instruction instr-id='127' subinstr-id='42'/>
+         <instruction instr-id='127' subinstr-id='44'/>
+         <instruction instr-id='127' subinstr-id='46'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='173' subinstr-id='12'/>
+         <instruction instr-id='173' subinstr-id='14'/>
+         <instruction instr-id='173' subinstr-id='16'/>
+         <instruction instr-id='173' subinstr-id='18'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='202' subinstr-id='4'/>
+         <instruction instr-id='202' subinstr-id='6'/>
+         <instruction instr-id='202' subinstr-id='8'/>
+         <instruction instr-id='202' subinstr-id='10'/>
+         <instruction instr-id='202' subinstr-id='12'/>
+         <instruction instr-id='202' subinstr-id='14'/>
+         <instruction instr-id='202' subinstr-id='16'/>
+         <instruction instr-id='202' subinstr-id='18'/>
+         <instruction instr-id='202' subinstr-id='20'/>
+         <instruction instr-id='202' subinstr-id='22'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='231' subinstr-id='4'/>
+         <instruction instr-id='231' subinstr-id='6'/>
+         <instruction instr-id='231' subinstr-id='8'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='318' subinstr-id='2'/>
+         <instruction instr-id='318' subinstr-id='4'/>
+         <instruction instr-id='347'/>
+         <instruction instr-id='347' subinstr-id='2'/>
+         <instruction instr-id='347' subinstr-id='4'/>
+         <instruction instr-id='347' subinstr-id='6'/>
+         <instruction instr-id='376'/>
+         <instruction instr-id='376' subinstr-id='2'/>
+         <instruction instr-id='376' subinstr-id='4'/>
+         <instruction instr-id='376' subinstr-id='6'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='405' subinstr-id='2'/>
+         <instruction instr-id='405' subinstr-id='4'/>
+         <instruction instr-id='405' subinstr-id='6'/>
+         <instruction instr-id='405' subinstr-id='8'/>
+         <instruction instr-id='486'/>
+         <instruction instr-id='486' subinstr-id='2'/>
+         <instruction instr-id='486' subinstr-id='4'/>
+         <instruction instr-id='486' subinstr-id='6'/>
+         <instruction instr-id='486' subinstr-id='8'/>
+         <instruction instr-id='486' subinstr-id='10'/>
+         <instruction instr-id='486' subinstr-id='14'/>
+         <instruction instr-id='486' subinstr-id='16'/>
+         <instruction instr-id='486' subinstr-id='18'/>
+         <instruction instr-id='486' subinstr-id='20'/>
+         <instruction instr-id='486' subinstr-id='22'/>
+         <instruction instr-id='515'/>
+         <instruction instr-id='515' subinstr-id='2'/>
+         <instruction instr-id='515' subinstr-id='4'/>
+         <instruction instr-id='515' subinstr-id='6'/>
+         <instruction instr-id='544'/>
+         <instruction instr-id='544' subinstr-id='2'/>
+         <instruction instr-id='544' subinstr-id='4'/>
+         <instruction instr-id='544' subinstr-id='6'/>
+         <instruction instr-id='573'/>
+         <instruction instr-id='573' subinstr-id='2'/>
+         <instruction instr-id='573' subinstr-id='4'/>
+         <instruction instr-id='573' subinstr-id='6'/>
+         <instruction instr-id='573' subinstr-id='8'/>
+         <instruction instr-id='646'/>
+         <instruction instr-id='646' subinstr-id='2'/>
+         <instruction instr-id='646' subinstr-id='4'/>
+         <instruction instr-id='646' subinstr-id='6'/>
+         <instruction instr-id='646' subinstr-id='8'/>
+         <instruction instr-id='646' subinstr-id='10'/>
+         <instruction instr-id='646' subinstr-id='12'/>
+         <instruction instr-id='646' subinstr-id='14'/>
+         <instruction instr-id='646' subinstr-id='18'/>
+         <instruction instr-id='646' subinstr-id='20'/>
+         <instruction instr-id='646' subinstr-id='22'/>
+         <instruction instr-id='646' subinstr-id='24'/>
+         <instruction instr-id='646' subinstr-id='26'/>
+         <instruction instr-id='646' subinstr-id='28'/>
+         <instruction instr-id='646' subinstr-id='30'/>
+         <instruction instr-id='646' subinstr-id='32'/>
+         <instruction instr-id='646' subinstr-id='34'/>
+         <instruction instr-id='646' subinstr-id='36'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='675' subinstr-id='2'/>
+         <instruction instr-id='675' subinstr-id='4'/>
+         <instruction instr-id='675' subinstr-id='6'/>
+         <instruction instr-id='704'/>
+         <instruction instr-id='704' subinstr-id='2'/>
+         <instruction instr-id='704' subinstr-id='4'/>
+         <instruction instr-id='704' subinstr-id='6'/>
+         <instruction instr-id='733'/>
+         <instruction instr-id='733' subinstr-id='2'/>
+         <instruction instr-id='733' subinstr-id='4'/>
+         <instruction instr-id='733' subinstr-id='6'/>
+         <instruction instr-id='733' subinstr-id='8'/>
+         <instruction instr-id='806'/>
+         <instruction instr-id='806' subinstr-id='2'/>
+         <instruction instr-id='806' subinstr-id='4'/>
+         <instruction instr-id='806' subinstr-id='6'/>
+         <instruction instr-id='806' subinstr-id='8'/>
+         <instruction instr-id='806' subinstr-id='10'/>
+         <instruction instr-id='806' subinstr-id='12'/>
+         <instruction instr-id='806' subinstr-id='14'/>
+         <instruction instr-id='806' subinstr-id='16'/>
+         <instruction instr-id='806' subinstr-id='18'/>
+         <instruction instr-id='835'/>
+         <instruction instr-id='835' subinstr-id='2'/>
+         <instruction instr-id='835' subinstr-id='4'/>
+         <instruction instr-id='835' subinstr-id='6'/>
+         <instruction instr-id='864'/>
+         <instruction instr-id='864' subinstr-id='2'/>
+         <instruction instr-id='864' subinstr-id='4'/>
+         <instruction instr-id='864' subinstr-id='6'/>
+         <instruction instr-id='893'/>
+         <instruction instr-id='893' subinstr-id='2'/>
+         <instruction instr-id='893' subinstr-id='4'/>
+         <instruction instr-id='893' subinstr-id='6'/>
+         <instruction instr-id='893' subinstr-id='8'/>
+         <instruction instr-id='966'/>
+         <instruction instr-id='966' subinstr-id='2'/>
+         <instruction instr-id='966' subinstr-id='4'/>
+         <instruction instr-id='966' subinstr-id='6'/>
+         <instruction instr-id='966' subinstr-id='8'/>
+         <instruction instr-id='966' subinstr-id='10'/>
+         <instruction instr-id='966' subinstr-id='12'/>
+         <instruction instr-id='966' subinstr-id='14'/>
+         <instruction instr-id='995'/>
+         <instruction instr-id='995' subinstr-id='2'/>
+         <instruction instr-id='995' subinstr-id='4'/>
+         <instruction instr-id='995' subinstr-id='6'/>
+         <instruction instr-id='1024'/>
+         <instruction instr-id='1024' subinstr-id='2'/>
+         <instruction instr-id='1024' subinstr-id='4'/>
+         <instruction instr-id='1024' subinstr-id='6'/>
+         <instruction instr-id='1053'/>
+         <instruction instr-id='1053' subinstr-id='2'/>
+         <instruction instr-id='1053' subinstr-id='4'/>
+         <instruction instr-id='1053' subinstr-id='6'/>
+         <instruction instr-id='1053' subinstr-id='8'/>
+         <instruction instr-id='1126'/>
+         <instruction instr-id='1126' subinstr-id='2'/>
+         <instruction instr-id='1126' subinstr-id='4'/>
+         <instruction instr-id='1126' subinstr-id='6'/>
+         <instruction instr-id='1126' subinstr-id='8'/>
+         <instruction instr-id='1126' subinstr-id='10'/>
+         <instruction instr-id='1126' subinstr-id='12'/>
+         <instruction instr-id='1126' subinstr-id='14'/>
+         <instruction instr-id='1126' subinstr-id='16'/>
+         <instruction instr-id='1155'/>
+         <instruction instr-id='1155' subinstr-id='2'/>
+         <instruction instr-id='1155' subinstr-id='4'/>
+         <instruction instr-id='1184'/>
+         <instruction instr-id='1184' subinstr-id='2'/>
+         <instruction instr-id='1184' subinstr-id='4'/>
+         <instruction instr-id='1184' subinstr-id='6'/>
+         <instruction instr-id='1213'/>
+         <instruction instr-id='1213' subinstr-id='2'/>
+         <instruction instr-id='1213' subinstr-id='4'/>
+         <instruction instr-id='1213' subinstr-id='6'/>
+         <instruction instr-id='1213' subinstr-id='8'/>
+         <instruction instr-id='1286'/>
+         <instruction instr-id='1286' subinstr-id='2'/>
+         <instruction instr-id='1286' subinstr-id='4'/>
+         <instruction instr-id='1286' subinstr-id='6'/>
+         <instruction instr-id='1286' subinstr-id='8'/>
+         <instruction instr-id='1286' subinstr-id='10'/>
+         <instruction instr-id='1315'/>
+         <instruction instr-id='1315' subinstr-id='2'/>
+         <instruction instr-id='1315' subinstr-id='4'/>
+         <instruction instr-id='1344'/>
+         <instruction instr-id='1344' subinstr-id='2'/>
+         <instruction instr-id='1344' subinstr-id='4'/>
+         <instruction instr-id='1344' subinstr-id='6'/>
+         <instruction instr-id='1373'/>
+         <instruction instr-id='1373' subinstr-id='2'/>
+         <instruction instr-id='1373' subinstr-id='4'/>
+         <instruction instr-id='1373' subinstr-id='6'/>
+         <instruction instr-id='1373' subinstr-id='8'/>
+         <instruction instr-id='1446'/>
+         <instruction instr-id='1446' subinstr-id='2'/>
+         <instruction instr-id='1446' subinstr-id='4'/>
+         <instruction instr-id='1446' subinstr-id='6'/>
+         <instruction instr-id='1446' subinstr-id='8'/>
+         <instruction instr-id='1446' subinstr-id='10'/>
+         <instruction instr-id='1446' subinstr-id='14'/>
+         <instruction instr-id='1446' subinstr-id='16'/>
+         <instruction instr-id='1446' subinstr-id='18'/>
+         <instruction instr-id='1446' subinstr-id='20'/>
+         <instruction instr-id='1446' subinstr-id='22'/>
+         <instruction instr-id='1446' subinstr-id='24'/>
+         <instruction instr-id='1446' subinstr-id='26'/>
+         <instruction instr-id='1446' subinstr-id='28'/>
+         <instruction instr-id='1446' subinstr-id='30'/>
+         <instruction instr-id='1446' subinstr-id='32'/>
+         <instruction instr-id='1446' subinstr-id='34'/>
+         <instruction instr-id='1475'/>
+         <instruction instr-id='1475' subinstr-id='2'/>
+         <instruction instr-id='1475' subinstr-id='4'/>
+         <instruction instr-id='1475' subinstr-id='6'/>
+         <instruction instr-id='1504'/>
+         <instruction instr-id='1504' subinstr-id='2'/>
+         <instruction instr-id='1504' subinstr-id='4'/>
+         <instruction instr-id='1504' subinstr-id='6'/>
+         <instruction instr-id='1533'/>
+         <instruction instr-id='1533' subinstr-id='2'/>
+         <instruction instr-id='1533' subinstr-id='4'/>
+         <instruction instr-id='1533' subinstr-id='6'/>
+         <instruction instr-id='1533' subinstr-id='8'/>
+         <instruction instr-id='1606'/>
+         <instruction instr-id='1606' subinstr-id='2'/>
+         <instruction instr-id='1606' subinstr-id='4'/>
+         <instruction instr-id='1606' subinstr-id='6'/>
+         <instruction instr-id='1606' subinstr-id='8'/>
+         <instruction instr-id='1606' subinstr-id='10'/>
+         <instruction instr-id='1606' subinstr-id='12'/>
+         <instruction instr-id='1606' subinstr-id='14'/>
+         <instruction instr-id='1635'/>
+         <instruction instr-id='1635' subinstr-id='2'/>
+         <instruction instr-id='1635' subinstr-id='4'/>
+         <instruction instr-id='1664'/>
+         <instruction instr-id='1664' subinstr-id='2'/>
+         <instruction instr-id='1664' subinstr-id='4'/>
+         <instruction instr-id='1664' subinstr-id='6'/>
+         <instruction instr-id='1664' subinstr-id='8'/>
+         <instruction instr-id='1693'/>
+         <instruction instr-id='1693' subinstr-id='2'/>
+         <instruction instr-id='1693' subinstr-id='4'/>
+         <instruction instr-id='1693' subinstr-id='6'/>
+         <instruction instr-id='1693' subinstr-id='8'/>
+         <bounding-box x1='59' y1='334' x2='341' y2='471'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-str.xml
new file mode 100644
index 00000000..14e55a50
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024-str.xml
@@ -0,0 +1,422 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-024-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="59" x2="158" y1="462" y2="471"/>
+                <content>Perceived Discrimination</content>
+                <instruction instr-id="127" subinstr-id="0"/>
+                <instruction instr-id="127" subinstr-id="2"/>
+                <instruction instr-id="127" subinstr-id="4"/>
+                <instruction instr-id="127" subinstr-id="6"/>
+                <instruction instr-id="127" subinstr-id="8"/>
+                <instruction instr-id="127" subinstr-id="10"/>
+                <instruction instr-id="127" subinstr-id="12"/>
+                <instruction instr-id="127" subinstr-id="14"/>
+                <instruction instr-id="127" subinstr-id="16"/>
+                <instruction instr-id="127" subinstr-id="20"/>
+                <instruction instr-id="127" subinstr-id="22"/>
+                <instruction instr-id="127" subinstr-id="24"/>
+                <instruction instr-id="127" subinstr-id="26"/>
+                <instruction instr-id="127" subinstr-id="28"/>
+                <instruction instr-id="127" subinstr-id="30"/>
+                <instruction instr-id="127" subinstr-id="32"/>
+                <instruction instr-id="127" subinstr-id="34"/>
+                <instruction instr-id="127" subinstr-id="36"/>
+                <instruction instr-id="127" subinstr-id="38"/>
+                <instruction instr-id="127" subinstr-id="40"/>
+                <instruction instr-id="127" subinstr-id="42"/>
+                <instruction instr-id="127" subinstr-id="44"/>
+                <instruction instr-id="127" subinstr-id="46"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="175" x2="218" y1="462" y2="471"/>
+                <content>Frequently</content>
+                <instruction instr-id="173" subinstr-id="0"/>
+                <instruction instr-id="173" subinstr-id="2"/>
+                <instruction instr-id="173" subinstr-id="4"/>
+                <instruction instr-id="173" subinstr-id="6"/>
+                <instruction instr-id="173" subinstr-id="8"/>
+                <instruction instr-id="173" subinstr-id="10"/>
+                <instruction instr-id="173" subinstr-id="12"/>
+                <instruction instr-id="173" subinstr-id="14"/>
+                <instruction instr-id="173" subinstr-id="16"/>
+                <instruction instr-id="173" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="234" x2="285" y1="462" y2="471"/>
+                <content>Occasionally</content>
+                <instruction instr-id="202" subinstr-id="0"/>
+                <instruction instr-id="202" subinstr-id="2"/>
+                <instruction instr-id="202" subinstr-id="4"/>
+                <instruction instr-id="202" subinstr-id="6"/>
+                <instruction instr-id="202" subinstr-id="8"/>
+                <instruction instr-id="202" subinstr-id="10"/>
+                <instruction instr-id="202" subinstr-id="12"/>
+                <instruction instr-id="202" subinstr-id="14"/>
+                <instruction instr-id="202" subinstr-id="16"/>
+                <instruction instr-id="202" subinstr-id="18"/>
+                <instruction instr-id="202" subinstr-id="20"/>
+                <instruction instr-id="202" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="316" x2="340" y1="462" y2="471"/>
+                <content>Never</content>
+                <instruction instr-id="231" subinstr-id="0"/>
+                <instruction instr-id="231" subinstr-id="2"/>
+                <instruction instr-id="231" subinstr-id="4"/>
+                <instruction instr-id="231" subinstr-id="6"/>
+                <instruction instr-id="231" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="59" x2="75" y1="447" y2="456"/>
+                <content>Age</content>
+                <instruction instr-id="318" subinstr-id="0"/>
+                <instruction instr-id="318" subinstr-id="2"/>
+                <instruction instr-id="318" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="186" x2="207" y1="447" y2="456"/>
+                <content>1.5%</content>
+                <instruction instr-id="347" subinstr-id="0"/>
+                <instruction instr-id="347" subinstr-id="2"/>
+                <instruction instr-id="347" subinstr-id="4"/>
+                <instruction instr-id="347" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="249" x2="270" y1="447" y2="456"/>
+                <content>3.6%</content>
+                <instruction instr-id="376" subinstr-id="0"/>
+                <instruction instr-id="376" subinstr-id="2"/>
+                <instruction instr-id="376" subinstr-id="4"/>
+                <instruction instr-id="376" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="315" x2="341" y1="447" y2="456"/>
+                <content>94.9%</content>
+                <instruction instr-id="405" subinstr-id="0"/>
+                <instruction instr-id="405" subinstr-id="2"/>
+                <instruction instr-id="405" subinstr-id="4"/>
+                <instruction instr-id="405" subinstr-id="6"/>
+                <instruction instr-id="405" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="59" x2="106" y1="433" y2="442"/>
+                <content>Social class</content>
+                <instruction instr-id="486" subinstr-id="0"/>
+                <instruction instr-id="486" subinstr-id="2"/>
+                <instruction instr-id="486" subinstr-id="4"/>
+                <instruction instr-id="486" subinstr-id="6"/>
+                <instruction instr-id="486" subinstr-id="8"/>
+                <instruction instr-id="486" subinstr-id="10"/>
+                <instruction instr-id="486" subinstr-id="14"/>
+                <instruction instr-id="486" subinstr-id="16"/>
+                <instruction instr-id="486" subinstr-id="18"/>
+                <instruction instr-id="486" subinstr-id="20"/>
+                <instruction instr-id="486" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="186" x2="207" y1="433" y2="442"/>
+                <content>0.4%</content>
+                <instruction instr-id="515" subinstr-id="0"/>
+                <instruction instr-id="515" subinstr-id="2"/>
+                <instruction instr-id="515" subinstr-id="4"/>
+                <instruction instr-id="515" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="249" x2="270" y1="433" y2="442"/>
+                <content>6.8%</content>
+                <instruction instr-id="544" subinstr-id="0"/>
+                <instruction instr-id="544" subinstr-id="2"/>
+                <instruction instr-id="544" subinstr-id="4"/>
+                <instruction instr-id="544" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="315" x2="341" y1="433" y2="442"/>
+                <content>92.8%</content>
+                <instruction instr-id="573" subinstr-id="0"/>
+                <instruction instr-id="573" subinstr-id="2"/>
+                <instruction instr-id="573" subinstr-id="4"/>
+                <instruction instr-id="573" subinstr-id="6"/>
+                <instruction instr-id="573" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="59" x2="142" y1="419" y2="428"/>
+                <content>Physical appearance</content>
+                <instruction instr-id="646" subinstr-id="0"/>
+                <instruction instr-id="646" subinstr-id="2"/>
+                <instruction instr-id="646" subinstr-id="4"/>
+                <instruction instr-id="646" subinstr-id="6"/>
+                <instruction instr-id="646" subinstr-id="8"/>
+                <instruction instr-id="646" subinstr-id="10"/>
+                <instruction instr-id="646" subinstr-id="12"/>
+                <instruction instr-id="646" subinstr-id="14"/>
+                <instruction instr-id="646" subinstr-id="18"/>
+                <instruction instr-id="646" subinstr-id="20"/>
+                <instruction instr-id="646" subinstr-id="22"/>
+                <instruction instr-id="646" subinstr-id="24"/>
+                <instruction instr-id="646" subinstr-id="26"/>
+                <instruction instr-id="646" subinstr-id="28"/>
+                <instruction instr-id="646" subinstr-id="30"/>
+                <instruction instr-id="646" subinstr-id="32"/>
+                <instruction instr-id="646" subinstr-id="34"/>
+                <instruction instr-id="646" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="186" x2="207" y1="419" y2="428"/>
+                <content>0.4%</content>
+                <instruction instr-id="675" subinstr-id="0"/>
+                <instruction instr-id="675" subinstr-id="2"/>
+                <instruction instr-id="675" subinstr-id="4"/>
+                <instruction instr-id="675" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="249" x2="270" y1="419" y2="428"/>
+                <content>5.7%</content>
+                <instruction instr-id="704" subinstr-id="0"/>
+                <instruction instr-id="704" subinstr-id="2"/>
+                <instruction instr-id="704" subinstr-id="4"/>
+                <instruction instr-id="704" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="315" x2="341" y1="419" y2="428"/>
+                <content>93.8%</content>
+                <instruction instr-id="733" subinstr-id="0"/>
+                <instruction instr-id="733" subinstr-id="2"/>
+                <instruction instr-id="733" subinstr-id="4"/>
+                <instruction instr-id="733" subinstr-id="6"/>
+                <instruction instr-id="733" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="59" x2="95" y1="405" y2="414"/>
+                <content>Disability</content>
+                <instruction instr-id="806" subinstr-id="0"/>
+                <instruction instr-id="806" subinstr-id="2"/>
+                <instruction instr-id="806" subinstr-id="4"/>
+                <instruction instr-id="806" subinstr-id="6"/>
+                <instruction instr-id="806" subinstr-id="8"/>
+                <instruction instr-id="806" subinstr-id="10"/>
+                <instruction instr-id="806" subinstr-id="12"/>
+                <instruction instr-id="806" subinstr-id="14"/>
+                <instruction instr-id="806" subinstr-id="16"/>
+                <instruction instr-id="806" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="186" x2="207" y1="405" y2="414"/>
+                <content>0.0%</content>
+                <instruction instr-id="835" subinstr-id="0"/>
+                <instruction instr-id="835" subinstr-id="2"/>
+                <instruction instr-id="835" subinstr-id="4"/>
+                <instruction instr-id="835" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="249" x2="270" y1="405" y2="414"/>
+                <content>1.1%</content>
+                <instruction instr-id="864" subinstr-id="0"/>
+                <instruction instr-id="864" subinstr-id="2"/>
+                <instruction instr-id="864" subinstr-id="4"/>
+                <instruction instr-id="864" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="315" x2="341" y1="405" y2="414"/>
+                <content>98.9%</content>
+                <instruction instr-id="893" subinstr-id="0"/>
+                <instruction instr-id="893" subinstr-id="2"/>
+                <instruction instr-id="893" subinstr-id="4"/>
+                <instruction instr-id="893" subinstr-id="6"/>
+                <instruction instr-id="893" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="59" x2="91" y1="391" y2="400"/>
+                <content>Religion</content>
+                <instruction instr-id="966" subinstr-id="0"/>
+                <instruction instr-id="966" subinstr-id="2"/>
+                <instruction instr-id="966" subinstr-id="4"/>
+                <instruction instr-id="966" subinstr-id="6"/>
+                <instruction instr-id="966" subinstr-id="8"/>
+                <instruction instr-id="966" subinstr-id="10"/>
+                <instruction instr-id="966" subinstr-id="12"/>
+                <instruction instr-id="966" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="186" x2="207" y1="391" y2="400"/>
+                <content>0.0%</content>
+                <instruction instr-id="995" subinstr-id="0"/>
+                <instruction instr-id="995" subinstr-id="2"/>
+                <instruction instr-id="995" subinstr-id="4"/>
+                <instruction instr-id="995" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="249" x2="270" y1="391" y2="400"/>
+                <content>2.3%</content>
+                <instruction instr-id="1024" subinstr-id="0"/>
+                <instruction instr-id="1024" subinstr-id="2"/>
+                <instruction instr-id="1024" subinstr-id="4"/>
+                <instruction instr-id="1024" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="315" x2="341" y1="391" y2="400"/>
+                <content>97.7%</content>
+                <instruction instr-id="1053" subinstr-id="0"/>
+                <instruction instr-id="1053" subinstr-id="2"/>
+                <instruction instr-id="1053" subinstr-id="4"/>
+                <instruction instr-id="1053" subinstr-id="6"/>
+                <instruction instr-id="1053" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="59" x2="93" y1="377" y2="386"/>
+                <content>Ethnicity</content>
+                <instruction instr-id="1126" subinstr-id="0"/>
+                <instruction instr-id="1126" subinstr-id="2"/>
+                <instruction instr-id="1126" subinstr-id="4"/>
+                <instruction instr-id="1126" subinstr-id="6"/>
+                <instruction instr-id="1126" subinstr-id="8"/>
+                <instruction instr-id="1126" subinstr-id="10"/>
+                <instruction instr-id="1126" subinstr-id="12"/>
+                <instruction instr-id="1126" subinstr-id="14"/>
+                <instruction instr-id="1126" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="189" x2="204" y1="377" y2="386"/>
+                <content>.2%</content>
+                <instruction instr-id="1155" subinstr-id="0"/>
+                <instruction instr-id="1155" subinstr-id="2"/>
+                <instruction instr-id="1155" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="249" x2="270" y1="377" y2="386"/>
+                <content>1.5%</content>
+                <instruction instr-id="1184" subinstr-id="0"/>
+                <instruction instr-id="1184" subinstr-id="2"/>
+                <instruction instr-id="1184" subinstr-id="4"/>
+                <instruction instr-id="1184" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="315" x2="341" y1="377" y2="386"/>
+                <content>98.3%</content>
+                <instruction instr-id="1213" subinstr-id="0"/>
+                <instruction instr-id="1213" subinstr-id="2"/>
+                <instruction instr-id="1213" subinstr-id="4"/>
+                <instruction instr-id="1213" subinstr-id="6"/>
+                <instruction instr-id="1213" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="59" x2="89" y1="363" y2="372"/>
+                <content>Gender</content>
+                <instruction instr-id="1286" subinstr-id="0"/>
+                <instruction instr-id="1286" subinstr-id="2"/>
+                <instruction instr-id="1286" subinstr-id="4"/>
+                <instruction instr-id="1286" subinstr-id="6"/>
+                <instruction instr-id="1286" subinstr-id="8"/>
+                <instruction instr-id="1286" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="189" x2="204" y1="363" y2="372"/>
+                <content>.4%</content>
+                <instruction instr-id="1315" subinstr-id="0"/>
+                <instruction instr-id="1315" subinstr-id="2"/>
+                <instruction instr-id="1315" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="249" x2="270" y1="363" y2="372"/>
+                <content>5.5%</content>
+                <instruction instr-id="1344" subinstr-id="0"/>
+                <instruction instr-id="1344" subinstr-id="2"/>
+                <instruction instr-id="1344" subinstr-id="4"/>
+                <instruction instr-id="1344" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="315" x2="341" y1="363" y2="372"/>
+                <content>94.1%</content>
+                <instruction instr-id="1373" subinstr-id="0"/>
+                <instruction instr-id="1373" subinstr-id="2"/>
+                <instruction instr-id="1373" subinstr-id="4"/>
+                <instruction instr-id="1373" subinstr-id="6"/>
+                <instruction instr-id="1373" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="59" x2="131" y1="348" y2="357"/>
+                <content>Sexual orientation</content>
+                <instruction instr-id="1446" subinstr-id="0"/>
+                <instruction instr-id="1446" subinstr-id="2"/>
+                <instruction instr-id="1446" subinstr-id="4"/>
+                <instruction instr-id="1446" subinstr-id="6"/>
+                <instruction instr-id="1446" subinstr-id="8"/>
+                <instruction instr-id="1446" subinstr-id="10"/>
+                <instruction instr-id="1446" subinstr-id="14"/>
+                <instruction instr-id="1446" subinstr-id="16"/>
+                <instruction instr-id="1446" subinstr-id="18"/>
+                <instruction instr-id="1446" subinstr-id="20"/>
+                <instruction instr-id="1446" subinstr-id="22"/>
+                <instruction instr-id="1446" subinstr-id="24"/>
+                <instruction instr-id="1446" subinstr-id="26"/>
+                <instruction instr-id="1446" subinstr-id="28"/>
+                <instruction instr-id="1446" subinstr-id="30"/>
+                <instruction instr-id="1446" subinstr-id="32"/>
+                <instruction instr-id="1446" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="186" x2="207" y1="348" y2="357"/>
+                <content>0.0%</content>
+                <instruction instr-id="1475" subinstr-id="0"/>
+                <instruction instr-id="1475" subinstr-id="2"/>
+                <instruction instr-id="1475" subinstr-id="4"/>
+                <instruction instr-id="1475" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="249" x2="270" y1="348" y2="357"/>
+                <content>1.7%</content>
+                <instruction instr-id="1504" subinstr-id="0"/>
+                <instruction instr-id="1504" subinstr-id="2"/>
+                <instruction instr-id="1504" subinstr-id="4"/>
+                <instruction instr-id="1504" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="315" x2="341" y1="348" y2="357"/>
+                <content>98.3%</content>
+                <instruction instr-id="1533" subinstr-id="0"/>
+                <instruction instr-id="1533" subinstr-id="2"/>
+                <instruction instr-id="1533" subinstr-id="4"/>
+                <instruction instr-id="1533" subinstr-id="6"/>
+                <instruction instr-id="1533" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="59" x2="99" y1="334" y2="343"/>
+                <content>Language</content>
+                <instruction instr-id="1606" subinstr-id="0"/>
+                <instruction instr-id="1606" subinstr-id="2"/>
+                <instruction instr-id="1606" subinstr-id="4"/>
+                <instruction instr-id="1606" subinstr-id="6"/>
+                <instruction instr-id="1606" subinstr-id="8"/>
+                <instruction instr-id="1606" subinstr-id="10"/>
+                <instruction instr-id="1606" subinstr-id="12"/>
+                <instruction instr-id="1606" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="189" x2="204" y1="334" y2="343"/>
+                <content>.6%</content>
+                <instruction instr-id="1635" subinstr-id="0"/>
+                <instruction instr-id="1635" subinstr-id="2"/>
+                <instruction instr-id="1635" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="247" x2="272" y1="334" y2="343"/>
+                <content>10.6%</content>
+                <instruction instr-id="1664" subinstr-id="0"/>
+                <instruction instr-id="1664" subinstr-id="2"/>
+                <instruction instr-id="1664" subinstr-id="4"/>
+                <instruction instr-id="1664" subinstr-id="6"/>
+                <instruction instr-id="1664" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="315" x2="341" y1="334" y2="343"/>
+                <content>88.8%</content>
+                <instruction instr-id="1693" subinstr-id="0"/>
+                <instruction instr-id="1693" subinstr-id="2"/>
+                <instruction instr-id="1693" subinstr-id="4"/>
+                <instruction instr-id="1693" subinstr-id="6"/>
+                <instruction instr-id="1693" subinstr-id="8"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..5e2af0e0be604c9eadc6402f43adbd7557d83dbf
GIT binary patch
literal 77006
zcmd42Wn5HY*FLI_goJ=}mvlRHN`rLg&@gm&Dcvnn1Jd0M0s<0(bazU33n-pF_`Lu3
zIbY8C{m!Q|`^&)WeaE`5wbpfC>)tfV5>hN2tehw`8=Iq(C|nfm6b>fV6nbp3_Gadu
z=4KRZ66Wq!rsk^BVia$<xG3l!9v-5iqMkf?LP0^{;o-r~&OZC_@b&B0w{PFx-`^u3
zARr+jRaI5h)YRxdeoRbE{`~oafq`*#b%lk61%tszNJw~jd3Ser2L}iF`T6x-;n&8-
z#@X4Kwzf7ZDyox{Q%6UKoSdABib{TdzLAm9@$vEK=qNWgw~dWWX=$myzrUTGor8nJ
z?d`3;GyGy>W4pPz!NbD?fk20chh$`Ag@uJUI5<N?L!qIeZf<TC78X=gRKC8x+uPf8
zbaYu+S(B5KOiWDE)6=uFvn(tuO-)Vv`}=iubwor&Jv}{YYHEUlf)^JT($doUCh#jF
zBErnfOy2^2MMp<}{`}d+#U(B-?&;H~&d$z3K|voreBj{Vc=__>moHy1F)@Gq_~Ga0
zhlq$+R#qk{DOprh^zGX>adB~dd-#=?mzS8BsI06^KtRyn->;;kl%1XZ{{8#h++0UT
z$DcocHZ(MJc6Kf=FMt33-P6-EIXO8cB_%B_t)-<!LqlVHd|aOaepOUd=<4c9NJs<+
z2d}NI(a_M$&(C*vcZ0!T0|SGEgoLD|Buh)not>S&zCHl~0d;lt@bK`(#YKC2`!{di
zSXo*5`1r`m%IfIo=;`T+ii*n1%RhhqTue+%N=hm=Hul-GXSKDpuU@?p5fSnB_7)Zv
zR!~p~3=AwTE@owAWn^SrU0ub+#SIG!V`gSHG&F=jAo}$13mY4|yu4gUNQj4rhnALB
zRaKRmnwprH7#|;BMn>k{yLY6dq@0|bUS3`Y2M6Tj<b;HTl$4a2nVIqN@y5o+ii(QX
z*48mGF#`hw0NDQj|6zcjnA@AdeFuf}KTd=qD2T$Q%EJMsfV-6{im>qixrO(?Z;`OF
zurPNvw>LF+q0r;t<fdSAa&vGscea9Bx<XLc)V&<dDcB_KO&!dv?4keN3eSJHB4+Gj
zF6ChFO2MXXWoPcfBIaOghQg-iX5#wzJiHYSl>gHV1$+dm|I;}9x&LmM@BgV`RR=p`
z`~R;kbN_eCs(cjiDFDMz<)MK0`G2z!2giTkEAC+H;H>6oY-;`=YyR)lWbKTh<|u4Z
zR<?lADA=TIja|(p%mH%&|CBekhq_u)aPV^T0khY#G6VkL;^stQlQD;zmx7BOjKU^n
z<?5nr?kw(L=jdQ>4w#S^ZVVS!XLDma6i?WZU(9>#*|g(5%u3q<t8x?>g154a$Prys
z9DC})Vid-}_m4G{p9o`uY_w>dd!>ct(}Q0_UM<)sakJFV6F0u3v}#)UvUs$-(r$OM
z(!RKSe+yma`wYHI#{%>3c>eVA_l%bcA{h0u81Y%TfbAeqNJSHHnDm5WQUAYvIqgsR
zNMM6bY?joG<YD(4gJTBom3Xb}dQd9Z<|PNzWQoCKq^DV}2NvN}6wZgesfgu5+m}hT
zEgvlq!UGLWdS^ZNpr`VjBcGH5Iz!UN2hOD*T&CETN8@SZyD;DSF(~x-haev~UD2N=
z?P)wXgWI76-=+Vd#lc3EbOEvPM7iz;qaUW@aQbryG#Ip2HVBHRyV?1e84V`>2*F_Z
z()I1#F_t;=_K<fF9rT($<E`R6s@EIA%AbVL^T7^<xM!!SZ-fW^V!_)(>A)S_N{2{`
zbYyh;vTsIwS*qw4sEwYDL@D*ad)OG7jnLl^&Y;`ed`C3L{B$#(=Nq-aQNN-T;g)<V
zFl8(Q7@=B+nFFf(_gs3UjzYnwouXSg4s)>iT;D(O&IC(&f?g8y_%0UhT~T1^<f6l)
z$w7_`aBJgz#uJ=42VP^B?J=<R`A@aAd7=3!mqnA2a-JR+B#vX8M_VE$gT?hieXB)J
zE(-K{2-HVDs%|;oc{S*BXYmXs^(lhd89&BkUUzW%3UEyC$hFwB7sKWqQ9ewv$%B;r
zbDr^-nyGbW5Iz~{fxQS1*orREsvs=mwQ0A^(Q38FEjO7ijgRr?-j;uh#te0~ZbWvS
zhJjjh@I*DZjui0hYWbIZng0E_9g{dr2zu2&bYS#U1$m-(1?ti_<S+2=M{BiKj-Y$W
zFAj_j22(M$0sQo&9?Au&;HMnbFg}E!6~b31x!-R{&?3ecok>7p0a0L7wxfJcD^V)B
zbSz#(){z;e*S~u)@a%>dS-YSZ-g7-1jz-PAU~^xnwKd8g0<~8<6Vcf)D}s4Gl2P?Z
z_FCC*S{7E%)yIXwu>qiO!)cj2M=W>qgnlDGW!ipF8FG5&a#Xjo#RdfBMu3Ako=}X?
zM<y=ZxZR&zhuSXps+f=oisb3lJJjYG6Fg|5ebM8uSjX7tU|?_KHT|p4JBdv>Ljh&&
z7G#g{_`!_H+WEHmnPD%7qq66vLO3$R{fYD&SyGbr=d4E{Hafc4_CR6pD@*U^A7)2h
zAGB}{5UN!X{kV4NdmD5RNP0^|k04l>L%=%%LJH%7O0hZA{Ozz&R|>3|?eaKzHh{Vo
z6SSMh!}ituYxDUNPl0w?z9jJ+v}j*hWmBYXjc-#&3NP$82zc4sHq(9%6dipHqhvVt
z!4y<O!05Q>V=q+8VzE`7c?~6EKUW}NK8uo))A6Z`ALxU<K=|w#>iF!zmP{!w@XrbD
z1xAZy?Oz{(%5sH~)ZS7KohBalUwXaEs=Y6RV<Kz94Ky}880dd*5Qc%34ws*<#t3^Y
zUBTud^beAMd0k8l&xh2WkhG)=x==Ag6}vodo{WoSXEy~RV1aA!s9t;TL}$&L^|P^o
zgd$diCp`yap;I@ZCnx04$_@-xL(tm2$deFKV?NWk2CiScqI`yzu<>j>v5cBXRL!pN
z{)Mjf?dWdTxOYe+XiQ;;P7~u1KYw^GxoS^7ZN7hZ7v^`AA!R2;MuPMuHZba!I++O3
z?oBs`<Mj7Vg%>4M%8D4FJ=&OE0$H~|*iJ6H<WPM_Kj7=bZdJOw;uiESf|mWLLy;O!
z>c|bAJjiEC|2oyqUPX28iwzi$4v3r!(f~U$Yt(I;Jm?~C9bVR-ZBAXf9`!fuff`b*
zcc**z7UZslK^=aSxk{}oI}JxaSe}Tq5Q{V<x=M!=XlHN~8nxMkeMP9RiR3@dHW~@_
zSmkWqpWrGC`L)aX_A~goDBp!z6WTMbj7jaCwZ+e8+e4kDauAr;Zd*{;>(k!8_StpI
z!&CRuLycCZA(uY?9_IDarrfTb=ynbicGeC`qYf*_=>i1~$Gx2bLtp*7vI#aEzKewu
zkqi3Y2U*YPeLo+g!jSrM(C|cd>wBwLTofgu&?{T(t;+p~=s5d6#Nh>|koIhjg*^Lk
z|58z3=+!5140GbhTt-3NFh?~dErww8zA6v&ff}cg=1}2G&+Pc^o^5_p)%|Yk3E_ID
zx6y>Qd)<7%Y5uzAVb^nxza3Ua(*^b;zHcy+@K0%f_hf!<p*ATe9DxN!7%uQ9HP=|8
z=?9Fet*~$dW}qGEe3GsCJi=mxKBIm}#?3_)X)WV~*5Nn|gW?yZKj<Ty-3RhBRmor-
zY^}GZxOvF;$bMbAp%}zO=ojxt(8^n<hSR>z46+BE$;DhMd<6T1mg%7=V?52W{D3+-
z$?)!O8|N-Og^|ipFv)(xeFMjlEc7emOV{RpFsO{xE;8T;({7j0a6Kk{mP%HEH*!27
z!lu<A;hhDHBcvbA0~wu<w4qoYH6ehq#<~eY_3bnKF*lcOy<b}OJR&FTs}h6>`BgBU
z(=eb9`PJvdQsUzHbD}v-ngzm!T!S-I|E!^KhUWLN6#B)HRtP2Z;v@SA@vlik4GGVY
zF@jVyHAd#&Ar4xFl0BV4r9k5rdF>2Cox^>su$H25vDBY+l{`Q59!jaYUHYb=6@+vA
zr+lW>!q4Kq8ZVxWf-p*3r{qvYHvzv~ZA<f=C1Vsya&D(2zk=XmC4$k#gGxYC{4{ii
z7~};sl)B+v8Y$P6A@RZ4uv?tIFA;iNbGEjzbTJNYt~(cT0Z1B<*1qkAMXY9rbm<lX
zUiq|1Cn<EKZX(4A<N**yVXLbVpUb$ACf`jrI=6Mea3fWAFQOJ?e`82m?WJ(y_e6{5
zSq>A})e){Zx83=F$~i)jma309v2>B=_f-unBLjHsgWpWY5FaGgV`gIdD!??&sBv(5
z<wZq<6`x~0GcnqO-$rUf4O=Df8{t%+V`n5STN{{_kFchE?kLsT`Vn83&xNc)LlicD
zt<QLWT4!*?kh@_-V2I3}Bd^-oJnza;H+Vi>&^A^Z`^p7zl*i7?&-FL4PuqeEiwmN~
z@!6$Lh}nB4`5!E1Q&fhKLDXRw-}{HU(UHl9CRzIaAE4@koq-+qfF0o{(>zvyjY%ae
zM^Yv8$*37yo{=_a^Pq|D<K6;;JY5^oa(I7a)%^F4#_`7Bbmr5zO$t5q*P>|fwtQ@f
z7EB@8vZdEjprB07t1Hi8;p+Dew${qCw{?cIPk)``gGU6Pt=S=AWr0iI73w>o%w?N=
z(!nm%`gIUs4u66gv616<P@d<C72uSKanAU{mkHqN-VrM^8mx!_r(XhL-VBspMlJA>
z5ZLS(3no3Ii19dHzQgWGbc*c`6L#LliSUrEi>Z0*Nyx1y8I31a2^en)R<ap8@X~re
z9_-`a;CD%PvT!!UeR{yM)^4-e&l->~>@6a_E=~@_VO{3Z8Cn$k+HvDM10efD09%oH
ztyLWk6p{&=c}R@X#0jBy@IGDn^>QrfR)Hi0!|x|r>|1oA!8K1rS?zN|(SK_mFR*&K
zka7Fs^a5fK7JQ1-xVc<kS_hzB+cl5Y;`l9mN%Kc+@Dqxe+?EegF};lPjF|VeF#~Wg
z5lGNYkFuHxwA11DI9q%^e>b=-zXHE$?O9Tp`rL=!acSi602;txqKr@qV;pvlbvJne
z3@KhQ4n}p%fI4b0k%0lTi2}^bje$*OYsk1DRn>JXa+agZ)F`!7399?5S_YSc?KQ^Z
z^i=sSkUy1(?77K1qPJMBj_(QTd<o|%o*zo2U<tMbTKGQg-tpUu(d%e7D=b*QN}&Oh
z2>rc^l-&g87>}%0%6WI^et=TKcMs>SPyr%$-=pUK&ItgD?A5TE&tM|I>bG(NbM8_J
zhhJEz5I<G2ZXuMw<{OC*Tho@j2Y^}G{I+_MG&0ncFNEum*F*N64g(If_`$Rcl++s2
zHIMe#7nLFODhDs~{lqp?>SYm?>H>W!^GhFRuZ{qly1p0~owEEHl_@x;@9byLG}w$Q
z-SbOKMkD1s&}>9M-4iok)u8{fMDq>lS9#S8SuAg(fqy-W9>rRr<#(L&(|VF=&sszm
z>J*|3tdHuNid}Zr0#l$!1}l+gG(!n&*I$A1yzG|klr&#&;!l%ct;^HG-3TNwGm=?>
zyLYLG3him0A9%EeGc8w<&DVOVg*)2%HG^<PCHP{$9<}kfsVGDqOgmr~b!eJ2=ay&S
zT=WXp#-`JPH}r$>%}k~B<fp7o)1%0B&TM3%YPjuXPBQv#=;J*7$au3#YUXG%)2Lds
zK22hCRI$LJIl%{#N-i@X57U+&*nW99EXJ)A%+$U8G9Qi&Vd%=*Bu|<oH1<`ie9Z0)
z+xmwPsc&NEozB42s_{0`Yz+E?OOp?o^(4}h&5KR3_E0I|V>#zbT5|3IR_38omu`64
zE{2%|3lk)#37GSD#{g1S17?Awz;CWCt4A+4cH|2>IoHIFqta%7?iC>em>^JpM1L+t
zy{Y5KOD45}5rO1^TM~P#HM_L#{GU;)HVJ;YRhf#FM`Y-y?Xg?8&=;3R_&$PF9x`8d
zG{!)4<R+im(Db8NHL<**2@WTUH1ODlMeebiJUxrV^lp5J0u<pE^aDOB^%2gGLMfqN
zb8OG~X+NfX7i;uuq@%R{=Vd>gLKT&r)AKkJbba!_m7lk<_SMP2R|N4BxVZO|K(SU|
zuvgvy&`x*fHq^SOyG4TrNl!i+DbE!cQ2EmlTamRZE8eQvw)w)o3X5qh4vv2-vo&NB
zrnYof2wNv&kv;qPKgbRw$P?ajlMioTbjKcUs9+T{X|DzN&?5$_B77Wf5|DnCw}<Q}
z+m{iHz8DvKG}vK76H<qh6&2uw-*pA$bbnY|UG9H~=W=>Pp-;?TKldHixr5X-uCKM<
zlb<qbyrZ5=7S)oYy84IHMY-qtigvs}7&vVKB{hF#UaIY9i?D6nb$*YfL8n*>On0VJ
zdy%-yCRMZKhq}rvt;%&ui+nPII#)s!>sCm>mV8nM1fg{v;@>r1qmQ$R!TcXosyR&b
z<#f+TIn5AZYbHV9)0n}7Hj+!cKa#a8o`6s`VA7)=G+!)i;`^+IBYPOYomX28*5bkR
z?#16zpS<aywVdbOY!9?!Cz7S<W{Z%{vL;pcx`<P$qza&CuHLla3`}TfY&J{U<%0r1
zKzE@0n#7&Sf10(3<AJdu+#Y1$n2S-Hw_&VDD(`O{j%#(rX<|J%8)mPT>9kL%PD_lX
z^UlM2MTOOzvCjwb<}D%8k>&S4j|;%QGCy1x*B6RV#Eu*n`>qavWy$NP|MRaXh|i6m
zy4f4&9zyLoy@GxqL`x}fo>WeR;<7k8>jjJa&l)4<Q)*Q{2~p&u9MPX&K^htQ%Ys|U
zT$8|Bi0bTxw~k7w2Y3t+LQ`u!78~!Ahm{!W5AipK<}f-zCu641b^`EqrsuJiQ#qv$
z3FgM!oHU?Y|KfH>R8X2UjyWAL-izIgfr^_6Q?cpqj^zSt6o@+kP>G6&BzUZBF+GxQ
ze4TX99T2h8F@F`m=DmiX-;2@T`Kd$sbD>`_rP)!%BT!3z%hLrH-*R==R@<76yeLzq
zd<;-O()3$Hb;B%<$IF<fN0CdCng0#g#f(P;olmujpqaeZFyVWXHH`bY#v>Sj@Z8ep
zq_Cv)loud~uQ3F-{h6r#;UV#&le(in`0O)bP#J;K@N0eEl47tP^yz<c-e8(3ebG(~
z=0S$#LGiG2Fy{*LDblC%$B6Hx<7M(?l_Q5&{Pp7Lil#z0nTm$OPrww$3PUR1q}V1E
zk=zkGiEgAw-Ilv=Och?7OTp(4AQMg1Q7Or@sT+?SPr{n=HT)5y3-Hi5;er=|=dM`j
z{EN$XAMwPp{<$=|$@jP1>ZngM6tL?$WZ`f%^Tu;J%1}mYbBr=S9@j>QXqtYdJ5OJz
zSt}1XIIzK2<}{Y4R3K9vCa7FWXJ-k1{I~6@>o}yZ$8KAY`unhA$G^sDHA`QI+Y|<X
zZ}_v=aa5Uf;Ozq``j-~c)3Iy81HkRMoXk1{S&nMu*Q|=w#AbTn2@(iUf*9gyIM{n`
z658l|`h&YeXT{GNFdxI(eBCa?lURC&D%0*?pgezMF1%8%s8_cL%^SNg+CFk^IDY}U
zs8fBO=fM=`MT$L0o@#NNneS&Tsr`?isPef4m_m|?-t_liWCSm3_XewQ>|Rc$rV<e*
z!ULzFct>xYx^p-zYk|2(@{>DF=C8}hF|qHDAuqPU#nCahOvifXX)kjGGs|VuYYPRK
z{y)per~i?B)lMkbU@QG?$4Ew>p5^=`1D;!qjktcsW<WyBgU1(%mAm}Jl`G6j02d_C
zMsFbn*{J{iK!?P|82*-Z)LXXmjuy_>fS<gmG4PoRRRqSr<3ocdPb*3y|0nyEQU2wO
zO1fqyJRG_X*TtrTV-!?ISrzm43Wa$K8okzHc3*M)YvIK?(x(zQDyBh(uh&nkW^9k&
zYKN0)H~w3n2CABYdTDypY8V$;*_w_xM?)f<R>JYZM=g$8UtlcN{3(-~!N~T2xd;D|
z8X~5Etz#m|=YF|=n&(G7dkjhlEikX6;or}H-Lh7RcTYu7Yy2**a528{oz}5n1D=D2
z(|qT`@W8YwcozE^ptPw=i;H*Ly+6Zbx^db0X!T_9{YR~}{h&60cI{-~?epH3C0G*7
zpjTKoMdV6;Pv?ajC0@`z@I5VUTkMMt+LzpDB@>##=JSy~BSC1;=Rg1`esmqaavZhD
zO8ql_+ThPwBd&_{yEGXE(b)@ukN8Oj$E{rsB>|~CHLso+RY9p0AXEr;`HZw8)NqR6
z+^@j)KI@&qeZvl=u?>xYbMhPT8D>7xCwTM?7#{7cxwb2v;ZC(ckp5<3ZT1fp&V>o?
z0~*D7U=(YB(mp&U8TM+M-&jx!Fexwfpqefm`9KDp8gFTLAi|pZ4-vdpz)#aJph3iI
zqE&>i2>{#!Es=8}+9B;PM%hDtliI|sg0sDrlxD!P0Oa+Yq#={HC}p&M>$0?vpY3&4
z0zBpo*f`wSUkK2`J{vRwTjEEujHp=z%{|TWi>>`|0XF#^um$ixV_;VnSwCV{hxe?V
zzn!WNU#u2BD)%J`POa&?H}4kI^q@9~mDzYI(-Qyj;JNWM84SF%hqu{{YL8RUTud|F
zA|D@f|Ag)_4(aGw9oKohRdaD5_l5qlZbq5)P|r6;OX~mdCid!u5jC?ZvDeIwQ?<47
zx;3ZWPbvQqN&;=WB3Tr=@c~g7sjRK=TaD#sfd4;wnYDnG1^{nnAZ4ghi$9K1bJ1#b
zt5u&33%>UQ9;Jh6u)3ycNIA6l;QeFO+fc=Xe7_8DN&U>n{6?TXlG?16+F;;X@-ww1
zGoIiP_OI_jCz{h0D-V{G?FPeq$_?)%V#=TjxqY~*bpKg{Z8s7S4}h`3G_Rl*9&v{q
zgmQrFF+4IzRlYn1pGF9Ofu%wJ^VonQ*tDcOwjCf>zR`ocmMEfwLr9fRO`5;`1uM*|
z^e~KjM_Hy#4E0aM80ZI_VFR(P<gn#(MQ9MA$}|wjTnF{`^g1kdO_PZM`OXMf4W5qy
zL&37L%}k5Z+JD&1(VPHF>p~80{zobiyoi0D2+hjv4=!i<Ui;Pl2A{+GaYwAJcAMtY
zM0Kq1N3P!?brVu<tZV0%CdN7{);11r6adioZ$DY?{4Z!1q+@8i-Y-Nr9-ch=W8gUD
z+?toM%xNV6Y!*xQCnk6N&XnU%lJ(-wwXU13{(fUl<$J#S<LJKIxvyT}gLz_s#}|tc
z<gx))2&B~a{OtDY-`7`B7he@<MTGw@*2(@F^uIsTxzl{%iU_3oX6MU;D(J`I5wgLw
z&r1q7!DH?dD6|#FZKaqVD_q&EcG_EaR2|~g!U-?Q2QH7~tM8>4p?yl^S|3f(XHDL9
zr^Owc_=r_R$hkT`HT<4x(l-9HOis(`@Upvh(W$I^{}|5zc}7HTYshl5I2WyDCxab&
z+%7zH9bBAjD?cNkPRx#1CRU1G{?u*nw*`)5j1K>h9PXKA%+xZMQCbSJFqE4<<K)5E
zXZ7*{9LMh?wikfmT5PR~RT2_k#>&Dnab8k@r7dCo{9sg>OT$d;es+8_+IyeL9nE(+
zc}$#*+=K2`tfHNZUqfjEKUiH!7qmZ-II=(0g~^IgWGz>3kA!v_m>IC-{qa{-6M!mQ
zkXDSmUNX0D%8LOwAKxy2lZ2MTa5Zp;<6p4uhjp0YEn3Xw6yaKA9nVEMO)>kS)wN+L
zF&u$b71l%PM3c+GzDh*sE@CF%ppnTEUdsOkajJmNj?hMKfSJWd5=|lZ7i_&H_PnUv
zO}A8U^lcCn&{b~tCx{yGJ4KTRxEa%YqKwdn8l(_?VFbN2RPmEW0y*onhlB<=8>o~J
zh%U9T-duR#R*tMT^aOsV3#s|bus4?RX*8QZtntdIwu5^*&!-Fc?$fw)^_m9*d#RW_
z|7K^<M|v4ma=oc__5I@7$cKoxg~4nHY1Orl&4sagzw%fl&g&-xez!Euah@>~qK<sx
z6sT<$gQl}TL6X+kxyj8b7e!|Wjd)>Kov_$hnI|Y|p*iU3%XbtTz+?jKU(4ijBrsoq
z=A(%-^*?vlb|LqH+bM?9d6&Y7CFgK=QD<s%l49E^#83eqhvL^5Kd+fSTn%2Q%2ggp
zD?FH%;jt1J*A^XJtkBkwl*|TF0Xi(Dl$TiWkNK*sInxNJ$&hWQQ8f*ZDo8(Tno1@d
z;M<j~5XtrnE0SCOXKKH!5!}YHq62(HQ#)P^muKh51>nFMc&=_sRT_V3ap?ey4l@Vi
zX4oYdX2m@Fl!Hg*Kf-CqMg;nTlm_NxHAurtf>XPSoRTqyTJ<FjKQwdV+>(%8gs#uv
zI(DBc*e%A_`}qbvt;6AyLoJc}<>U!-=B`(37y$p&&AYgzl|$T&c|j9x@!E9F?n_rC
zz<^T#Fp-T~UbvfXjne7HYs#6_X9DYj&N(zY=-Ln@_XnXYj!@+=!=BMdO64P57Z^-a
zGH%Ogc4Hd93!$rdryx^dHn2aT@#=&sfeJl%fJr@wGEf&;<0)OkADFMejtc8G)DFg{
zRv8&V3%DFH@3~*Xd}_QjnqDX-pevXDk5mv`jE&UKC~gOvPwb>t0ID^%ZdNfPl{)N6
zyZI!__Ph>K&Ib1`UrdQWC2YW$kGoPoC`_&MsZ}p3N^Bbd>0=(X^RFXbzZ%V}lss?*
z1vE>T+i8@2uA2sNgpkOVnP60T^vNNGW3BqDNfY=CNp5pXDxLjM=GT=)gE?~hZ_{QD
z3c3%2QTW6KLE%B2VYxU;z<p&beY#0ZlgHCe2~(gVBWmF<rctvT#=ew?-`9zbGo+G+
zMAzhX@bk()R<RDZl>gqvrZXn(99-K_ef=364vu5g?^9rR`Pyx=c66T_^nnx<rHdUl
zRe(R`6Wwigm*r|a;kmL>JX-cwC%&~_YR6)dMta6d`kPn2f#4T{cF%3dzE)4K(kL_S
z{`Ig#7I+T)L<EWwm<5)Aq`$++6m;4CmXk!hzCF~35r(4?--<IxF_Z{yQ4Ef<9G;$-
zr{51Sr2aVIIKH=4?TxT=84i82F*Ja~3ZbOJKqD>@Dx+u49qgLNej}tqK^8yf+(~cg
zE~6ijt;n{e(~d*kT*UdRBpWX;>*?;-`+g$4I^^abDo>m$CM^x4TV1b~P<fVQdm?T8
zG-zhT>LF}%COe!{JRGA>mUxD<m(t?}9Sig{Riaxj)okR&%iQ#5z#4*US)v>9$bFsC
z?nR!n??PGn1VLllH!pxdrh^T=0g={4noJe2PjL-<eWBBoma(Rn^AjJpwfeb1_@wfz
zd?2>SNnnJ>%4EOC*sX-A%=4%9`Opgjl^3chh2dOhVugj1Twc}*16EW6X&*Nr<RGf0
zJKDT&ZSE}8G7%pn6)Vd(Zr(pZ5ukuRFOhSx^uv8OVVN`|7#-l|`%N3HG7TbElk$su
zp`qv4xLI5Ph=w1E<=$_b;bO!FL8Oo9mZJiv3d(jgNqnBxcUY&<;HjXIbP1mR7{p%u
z6Z;|oi5sQQq{vbXUv<8U1~F7e5;vQivyN2^k`A^9`1zBqg9UU;KIO6SQ^s5`Bmc7@
zNndHZUu+`&(47$vePSBQL2`n!$NtvY(j~Bx3EUW_#hOVha=ft=>ZG|4w+9G|6U!`n
z#r8j2;}_YmO&5-DzdfSaw4oOTlt&WPl-AnFpL`cN^ll}jx2y#9nqa4K@qNjpT`<-6
zGy_aQ#87<NOe>w0IH^|`0JXArV;Es1TX~t)&ZrDQ`4bRTydst?@y#+<HKVF;#geoN
z|5aYW#niE+d8rRCh*|=5y;x3G^9)|*G0X<?$$7V=2b#X|1ahqeYaj=^mIJ57wyp6O
z+~v}0h7?(G`AptYRvMk&$3hR4GGw81B9l<_XND%ZUMYSq|IGGYjC<sgW)c%mYH+X4
zAUz;dR<SB{4a~hdN_FZ+33;=P>`&a~8Cu4Zemr%N5i;S!*)MjzjJJVtSS*)8DG!Of
z?4*@_y2!yE6>8H{!W#%%-;0@H*M<w5qH@R^Z)I%oF5=#jx><prTT?R52qq+(WM+k`
zb@l{vNBUtaIn<L7jZq!EbahxR6&2+nwI4w_4@uoC4#6y7g}AY(^oz1VtlS9i#U$7f
zw~u3_BJcK!#ey}8M-O_^7GEh(2N%mV$yYS4eT`I2;Wknd)bp6v`PTYntYfM*N0Jk9
z`!Hr^!$Nup2_rl*AfnZEv&Zyy^Zoa~<149-N$=&;a4umbIa!{uEuy@~veXHgv&RTs
z7oDx#rkL0mWg9p-HJ3WtnNr`=oB5ik3GI24rShIRdovXO;YzT<=8$no6Yp8Ew3}tx
z`IzsBGu8YZnas*R<7-j<yMy$2DJlo3f+&zoL<>6Uf75he7Jn9o#N{ehrEDxvJco|V
z$e1=bAvO_sj9|JkWNKMhs3F)W#<#lSBDAMy>7tlt4?E+`_Bd_JTPx1`TgB90DfEo%
z7*+g4`9YId>;K~|5UGq4Y(K{0+vmztmB|wVaXf}DS*Xf>G0%7QAT=A-q8P2k`lbHb
z^q2u3%Vxt7+F8iXSv!tUB4@0KaTOFgZ$>ugJpg21xBSVBVjog$=W@t&A&XEz|H5~!
zBz_mvF)_3GLI1`sL@O^~9z+oy*s(mitr8<v>zbVX3U2131xKSyR#m3Y`oUayU-H3f
zJz*hRm%(PnHLdDy80yu}2Ql+m?Xn5xK4=z9wcxO=hSs+CT5dx-qQ0fg0!d7RE_O-p
zv~h5I9xXGw1(eH5b5$|k+#6BRGxgmOuPf8W{e<q1>y(L6IO=R-2}_(O*{f22?6kb#
zo0)L?Kd)YDTXHhL#yA`*5~$em^a?Ld=%P*S<MhL`cpo8}{-;Y-C~_2VxKhpYRG)Dx
zLd_=O{_BYF0QA=hE+m^!$3L$j@vWSab?BA_xTV6O`B?d%$s$YyCsD<Ifow84wPYd;
zF>_iHt5_=%D6v`4kN^f)eMc}TzC+DtzfnTzKu{nF<4Y+xf~TDI0tZC~d9xagxi%T<
zGURIoeYi9{^UCQOVu74~1SpLVmgZdgqR&#4X92~1o!o%5oh9lBmxyCtvSeE3>eJ2p
za@cGD+P)K6s>T&9EvF38(;sb?Apohx{EyI$&C~K`(s;@_p$!*M-*g}-ER_>9`<b5$
z?!ZENRD|omN+LTr>S7li^wk#14aI)fO3CGN;+o(PD5EPYZ+`cjPyC<qJt3wZ^HOK7
zK6}s~o`dhX3CAm3W?=R>mIww#*3Pc8HgruSz@{4zl%HiJx>)$U%H4hmXX>)UHRh^*
z<=uBy=ZwIC3i57GyqquPcA8!W_~0^tBl3@$yocy<N1`Ggq~`sGJzWwkP)Z;!S7?7j
z`>q|RzUih@>4KSsCh?qP^vw;h5~86`c$D^tSR<AS6N6Z2rGTm>WH8X6a8P^DL_vWg
z*W0KgYeG9FgJ*H7xw)s|QB1Bk&MZqpd7JNB!mZk%NKE}&3%9)^;!BaM+L8B*()W7+
z3z`yW!Wk@nJG$m<)_^G}RG=^=;i7RP5hdB{ZH~nPlrP@-eNPZpp-!j@c+;IQ4f5!c
zh9=G$6gYHy=B*<X;^I9_)c)KFu21y^*iXKXQ$%xlY0|!_Wgknf*BYyvL)9|U@gj<U
zFn;O7R)^7SRQV?Zsyde4#y7iVpnt;G!r7E6B8Q|oDfoBQXfD;@_)qzi)+X6Yutay}
z>hmuK=(wv!-<=(wuj;kxzA8Zi6!c*o1XD7NFmY;MUB4lsF2YioZD{LMJE=D+3EvB{
z?yc(gXFN}<wD5@0#X{Qs^k^Kfs4kW9etw__nEC!tPD+M2gK8jiAcrH+4~9AJ73CeR
zC%RgjHddK2oyzrWc3-nO)}!o5%#NrSFX@N~`Cy~wnPU*Kt^LJjdC^9?)8@-wMtno!
zp7s_Z$yZ+fPf>u@094u%MA&uZB(-7>v@yzAH?**#;lol$BoAgMi)OVWVHn`GiAm5?
z2*wj@Y{dy_y?qH2_3E>9E<|<zia=&^7ap&R+<N|TU%POv1B>IhZ30f$KU<w-9Io({
z`l;c!d9ZjL3Ecq#51C4SOOKSL3ll=wByt42YbP{c`vM_ET82J=s<cz6SD2L>FeD~y
zqh;j*gvtMR89D&*?KNuJ0NUA%zJ=>-Bfe78BZDz~hx*#G*PGGRTuwlDma*!Y)<5=g
zq#bcwyibk^PPVGoM$;tx<~4%Gu_WTH#5i=3ft_-t3(~coStBmjNHNMR-#gU;76GM7
zf`NyLb8o8O0R?4pE}j<7wckk0yV9f9ND4|1cLvgKzZP^S({NApx{Ag@u{z+gCMSk(
zo(?KU-|J|VsDP&PE2%OT)sS|MT;ilY<WgMGABj=lM}bjuS0g^h>!mkNNR}#`qAqRm
zUgOmoftkdF1RC&$cX_Q5s^sAT^#rY0W0cW$V+YRiqag|9#Q`lB4JKBKmgE3aBRRuj
zrAgs#%tTTky0GlAqI-!2eWOp>3NX%zMs_a5|6fJCCZss99`g;b&s!4MbfuCX{;1OR
zQ>IGeDTZ%lsdyC-RXvX>Ak<t0XT=EZgQ|a`<8=psnUpF1Jh&X#(T>I)5Ol-}180TI
zi+kk}Hj|fHbDmca6`@0v8=eBYQN&E^35bou0h{jKt083?Du7VPdztwDez8?O%K<;?
zQoHgooSe}f|F|~waY4BHU*&qmyhpsXWs%~@l4bbz1nr{a76FRfkH+2KO{-g6QTK!;
z*ww8hB}IlyEy{q5AbV#h@7iU%c$R~5hG%?6C1VTOstxOLN3~Er;&#DYDluKRYezEb
ziRXyYOGq^zdeiu>9XaGt)`w*3^F6sxJzBBEx<;yeS)ls)D^Q(7W(npl!TN$rf{gFj
zvc~XO<eyMF;D%sdS@~=dwYB&XQvZVOA>{lHC|c$sAbk-<53dPZ*=2dRi`f`WzX(?G
z{~qn)%`zLs$B*5cFj;W$PmRxQtshYH*0cjs3N5C|2q&Zpk;5!I53$HVPZt{};2nV2
z@;4WiRhHDPPA_%Eluz!$w*!3M787``<Na95t3i3?P)1W<t0E8Al_xZQawt0%l<1n2
z)Aw}>QB3LLnxa^pJ6iWSZp{Q+!E3?9eNTVtiCNd0w$3<!_0H*qp^g4m)T@A|E(R$2
zi$iH0uQ1`_#6-H`^h>U<V?^gbp72tq8zDBHAyqeOi-LgBGk;ZQ6U&EZWcs?545t;y
zhb;u|A>Z#ol&|4pWKVkYbyP_0Z74s@;~9#D4>l#P2a7YG9~LWCp%0fudV2PM_LS0C
z(i}2}q-W~F9U!>e9`Wwmp6UUQdW8lvLgf+6I^f(F9*_A<RaZr)w2Nn$-~G%RwA$h1
zc!2B1`Ly@R5(koh`d!Uz&MpH_Z8rLrWbeBps|mC_S~<-{lv(O{r~1;sV5}?eBlNC6
zP}e1Gc1$TXR!3uuG=Cy&HEQw3*7{J>qL(m+&7^QDsDTey<f(thkAwI%KA{Gk@F?b^
z)KXm_PPMky=V)Zl9*WdEZNE;}j4)dbuFs@^A4XWqn($P4({S;@<deiFygR*Db+n4L
z03$2<!16uq2x)y<u!hZRo8d_)Yo$bkRG;ux^2gycK;||+@1(zvdhMP6I?r!1Gl<eD
zr~dobULa$-u)C*E8=?80XmU<8-w8MSqJO}MS(GyCUpO7jv=R91Z&gHY{a@t-JBNqc
zulIiaafTSv@cpq25OcddEiP#J`AHQPY+2S0H<I7ZzGZ~IWa|Bx%cRv7yVsKz{D$i)
zlVOy+K<at4X9MR9_?75$XRjH$(89vwR#Y<dzp_PI#P3N;;R8~$d<O}G@ja)9HlB!c
zu=6L0yi5p2zw;AlC)#&J&v)L&f@QUAdLy0YkAi>}6T+f!CyO(IBL?7Z84bJA{-Q(B
z`1msS>OA3NbHu-}!Y;rc!6Ge-u>q5Fwl*|lT=4?--nSR(=jlZx&8Sdc0?-K4XA7r^
zESjLqd9pTRm~5xq!k&iA2oMD;H(<G2+e6YG^BFliPG`}2mqZk<-VN8hlb}H7LPXRN
z%j%EhlZ3;Tt(!JQRZDIUzoDNqMH~#rBzCmIzBx&CwAKgsn;%t2fo}}R5l{Jov~(-v
z*H`iVCvG*0Y%o<ue%&bG%l`67=hBn2JJ)ODqXsz0H~taIF!1AHIn=(+>aT)iqW_Ba
zE4Qsd2E1xas!6zVh99=d&$L4-z1jAe+U{xLqT98oi_^A~V0%-|lN7zZHP6et!dWM@
z->pE9yDx+#<OmO1rD9c@@96gtX@Hq%5kHl(4jcc?xaJ$gIO<<%^TU>8N33M>X(Z(@
z$Op*p5MhH<FNUqJzz^HZ7tmH=ld-Zd-F@(SLs_#@;{vZ~e<yt(u%Q#14I7?X*hHJ!
zQ<wrCTi{9S`9Q3w{z`ABd;7MuZpeR2fGh{idwS1%Su_ebhOs@yTrs}KXZoI9uWD}g
zNyink^$ZD=XfR9e+p01*P(}L)E;9NRWu2z3{S&oJ53F|l&n}Sy-zqN_sMkDuc*PO4
zo^oonUn&%KDEH4B#z=gtwzt&yqJYCfkGQ?S19U<KuD5miHg=0gZ%#5p8mGP5lLkh&
z>{Otcl+^wdgJY79Th-DJmllgdt)}maCi=-!9!f9I9Bjl341YIX9@TyQHTRo_GbhFb
zZ3*?+C~5o#4X2-j#efAv5R%gG3-~FTGBXy9-U@m*tu=_2*BaS5n4fb^YBK4V=)LaK
zPc+hgNgo8O&D^Xi>&wRjbOZDQ7`dtY9q4jXCIy_B2PzzL?cHPb3l4St`DrQO@?|;<
zq=9<>0w+zlCLC(-Mlvc93numi)<2S5!-iPCE-=q{&UWbnK4!)j+ZGAbdY_W*M<#kd
zVhw?cl5c$DUXYCDL!5E<^P&UOeWe^Cq0L*5tl(EDgQc1~eeWUpI3%bp3J@0A=#}nR
zJJ5U6=H-z_FprYr1*`Sl_V&#`Nx<}5zUxm|qy}>Ydad2Wo*iXm=ehW-a*Ey2uJ8#N
zx|KW;IwkOG1=3w$gZu`AEq0D12ZnFFsh~>&I*XnOzzV#K4Bf0`B@{6b+LfuoUwxex
zgq51xROWs{YCKClFFoNf?pr_rnI8jmXl$#671$k>vEn8o(F$AEYm>k%48=+mnj>_{
z=K5&2o_+O1+`2qZYlIn0tM7#Lbaw2kKJ{KRwC3d!=eKxMC9HHnC(VxdvbFDPQwxZ*
zwET9I^pwcvzEn=KJVKyzFh)bhY^#k?f&*hH2~3MZzOX~DgZI&gY)%Wp_!dJ@%7VGH
z84rW74eKI68)NBr9*n92JYOF2wo0)II9hmLA}2ZZu8+x##DP<lI;gLc1G)sGOfR$c
zBcwShsQ|aG#&hKWOB~m#9?YXFX2Yl={b{!g;Zvbbv<X=%bTybXGvd-{oNH@i#@%@Y
zbYCndX-OF^nHl<(-|e72_2exHD2R51_Xdw-VZ<UM63lA;{Aa+Qse;^@o|^2YA=T)l
zSiEPH{HAu{XF`M22A{(W$^y&uY+N*A(mb^h>?CB!=JX(pxr#93FxAw2#EMP<(}eP5
z++IQU?qcWZgH22h_Lip9Lre3tdMctol(EMV^mG<CKI8Uq(^AW%TNnv<-bVMoPyp9^
zzxomTnwvbk)c(QCNW`rqoPa=U+P<XIW`f}_@^*l%pv&+<sv}4BI3;S7eip*d0Ke%1
z6Kfjm0EQQ(uKHeGZ(nSD@9P|3kp?7JL63NitCcnh0DZu00%v+47P1me^D{AU79kqW
z_pV~hT$8Xp6EgwnT0JH5R4VA%8on%+duA+>kzhfEfFbhVjy)XNg{Bg%;-s)AhREb@
zB|trGc%<f?Av2dcl}T6eRzUj<kKfuMituVM{|B7|$yo_ha1%DrphgPHS%{24u34Ro
z9C~-K27jQp5!=Yp<!1EzRf(zQYRo(hDr<cqn?z#yV7zYN9E}L#jH4e%%=7Lk(<d>s
zMY)8aMb9fynya#zOmbg)7Yh_N>_4a4J4x4@Lv3A4897ZC&t__x)&ByzSl0f8vfpH!
z?twwQxE_t)`O`V2RYw8)<g-^T^xFZ_s0>?O?iDKvb38|LAL4}<_VWMS7cP9PYyEDY
zI~>)jVo??quc-8aEx4(bQymSa%zeDnGI=3AP;=~=6ML?TtGN~LnJ39sbn}3_<rx+c
zgdvQyzL{1y=x^!rGNgyeb%;R><FJAi{R+0XPUNdPv20MsI4D<B#D*gw!HUuL*GrP`
z$~Fwc-hb@};opvd;0H#tRE7K-cL5ec8AhZO`HN9F#Kn8TLi#~U*7dA!bg+?7X;Uos
zEWU*skp22XxHY6lDq<BG6?70#=R&Ga2n#9xZ3>`+!DEDzlb=Dh%*dL$)$L`U+W3^1
zr*}l~Nk;fR>W_!kWy79bI6#)}3#S8_KA7NoYAGw8Ap*l<!5B&d(<T!%G|P_%6j2x=
zv$<I{6Eq`@a8?udL`y*wc8Am&{5!|+_Yasb4p(^~uQe1FmJSPL7lHDXPpO=^Fw{E|
z>iBL@<)ekwfZl7ASY5JaX`nQE^wKEJY;U<T4Lrq_^p$K*3BpK)s8~$Ow>cpuQR1+V
zMOmL&A1GTUz}7g2x&COjfi#1=LTA4OUR<s#1^%qk7=5%Q>i@0$4H3s2XfHkjq^}0M
zGHm^4Y2O@eBoOD<W_d`pA&_M`{|AKTJ6hgx)e~jAPVJtmC9k#ii?Xr{pPPq=8=sqz
zn_2vBISA1k#OsrcZJs=O>!FF1>>4~0o1}!Nq&8oiy-%N2ZrD`6yQye_891D74yl-b
z3*96hi#sP>bKJ(UN^LBqRVP{>0Wtk;GyWz*F7nVXLMBpqsf2M@#JWWWO2N}n#Mmxa
z>l@fB7~U4Feg?Ik<05!F!mDMmgCj8IzjvuX>wdngEcAl$OwX56KhLk=^F!y#zUuK=
zw9WAo)^2gNhLI)FD7N5xqA@?vG|#O|sJhjUdJQXat|-0p&f|mWet3BMC;)ZVoKK4j
zt{S{zfX3EJqK@Blh0{Y}Om&OBgdVHGQY;ai896Q*K@zI@g@TTYSNlou*hDl~SDeye
z1+OO_N1whqs9E+}Yqa@LUC9e7(;FpFv(td45k?7M9CjG|83Or~$pHzO&u$(|q~5yn
zv=v16e%2d(Eh=Deui;X`N0qpg#cxt+SzNAZ%^#8RjA_`*D8x^ioNu#?bxU~WdcwVN
zFF>#A=@L&T>~{S|stifb)aVy4N2HvYdIVatan9FgK-JN99K>`ea5u+uTMG0B=Gv&6
zE~V5WMfXx$o$^J;L~L{*;tzaj7YlWyH;rQ(aKtu0KP@({6i1Wq$cy8su4;ANl`HfA
zMNS6W%W<gvY(?GExYDi}f-`6v72wl`2<jrda=zXzV}V(*mtDi(Rd7Ul|2WM4g@=9B
z-atOAAB@T6BUK+$#GEV|mPjP|Ae;l>6>Bn^I-9pQ=%?CxE$E7Za}zw%|5LhjGfXSz
zIS9bLCe41&C-mOU3OK0|W;5njzHEMURKBc}M=+N;Y14`b`aCHYyKp0e3cTr3^Ez2n
z{td$O64}WO)ST**U23SeY6@Z&%@IS^_*uQ}J<(r=H&x3+gtKtCaNa0rHJXla#x%&X
zJqeqyW*Un?<%tQ^yXgE0x71Z7tK_am#MnBK>p{jC|2tde<qewLrr8J=L(mQ<aLmM1
z<OxRGB++PoMtvrIO_4bMap``!gLChD;Bf-bO*Sifu4gM~gwxTWbh!?Bt8~G1jjT#k
zf^Tw(N9fMN`JkP}FG+14gV-_ei{QU{sG06#-@G%|S}CFM$Q|51uIO<trDs)!J?joE
z(<ktA7MG9B#+;n44Do?=*M<Liu|cr<Yb&Sz>XaOspebfug(gNH$ZWZbe-OlTqwrin
zuO1Uu+UA6DAUywO^2p05umea)>M4l8(uG6E)OXc0W|<85?C}->=-WK$Y~74585Qdi
zQmu+-!1w;T?v;YO;_^|bL=G!3roksNK*0MQRN=KTbK`bEM%B~q*8L2kQ0}<NN*UC3
zRpq3nXZ4u=`x9@O3<dOq?ETb0y<c=&hQD+~mc>=Du>`x=b@*n{EUW_WZKx5P(Atac
zwHvFB<jb1-w9>}LG-TTP{q0+5FP3|{Hjt)4a$D(In!vIA3CSG-YIRWVUl<HUkF$F#
zGMLdh%`=>*A8nsGvwhlLu>My2n{4{F;3+w`?XPd9aprI0gl1;pK3s3;H|YS|3bFSq
z`vVhAIEkug@Qf_SQz~mrf&>MO?77{lu(mR>Wx15<nWpRzQa*GF70cbf0(nI2DGLU*
zN}^i4%KQi#MBf?Sy#w7-?CK_`XN{q#L-J#EdUZ^P=qKo6kqyIFrVEfM`xYQ3txBow
zPkv)Sodh+gocQ>Yif_d(!`Ey!>Z#n-3vXs{Y?(9lxv?4&|4bM74eq&Z%7dgkEKAGu
zKa08Zs#{w}?~Y%D>|zD9ODJ~{PLJP-x0<~h)(x+WOYL~19)HpWc4v4h8VPI^D&?DI
z-*sHjEq6NiO}R<`ep{QZt{&kh;8k^Yqm^=P6I)9Rb!KG}x$BYDMv@7&men)tz<lt-
z9$KmziqA3MLbw~mqIhu{va10h(nJlor!|XT#2YR4Z0D`PuU=gkcO)ypA7!m%Gemw5
zyn`l@DQt4e$y)it^BV=V!b1lputab;=<&JKWrDwpETridZ8ffc{5vs^d<VJ-?|kT#
zZ{NtWREc_x$=%)C`J$KnVSmDrul-ZU3&Nj`mkOTO!RlSiufmWI>k35QuSM`8+HXXc
zP9zu27bZs6(c;wwpNH%!T%A<0B78XA1n-9Yo`?RutGc$q3<vXwSZ)q64#@Fg*N@zl
zzEl4Lh%{@zqnCl|YWlV7yEk~{d{c5E7f8qEp<{-S{gI{5(9?k>k7mSb2P(uC1;5Fn
znbgn?hBrKNZj_FmA7)qj_=I?%#lX?Q7*1J=Hu>XPWv?{@-pQm^&QoS9CTO^*JvP*c
z-aP%HT8WHu*<{Amw{k{@Z0@VWn>|kZfNLb8hB)cHdq=OeEQ@3x&6Gd^6)M-q-Yh;T
z_^Cw>eP=bZ=7%H|;pvD}R8<L9i$IBV@H}eKKUGtt?8F0)@orYZqs4wV;W;VGZ5p92
zs!T@x_StimR%1)_$txVt{f)x+Kjz#O`@>91>*$&`Spvv!W{w*i&NYERA@8y((UDi;
zpexk0F^8IcrSXHg*c!mmZ)=DXfQ>vOBP6lh5A>M5SngRU$w(bZ1kGPs>suVW4|JVx
ze6nvkN@Bp63a|mfrc9L&!#YQZ^(6F`uBGmN0Fk{fj5^jR#GO4?OCQEaMmjEVcoWqQ
zltR#aFYU%YZ0Y;N1T5ashR5n6r+i~pXXEegbxTIN-iemQt0j(IMj4EKEBD2_jEwi~
z>d(<MSX1lN_lK6{H0Bq+TKUT_psv+MW4goI0mc+pxw4mp2aIs?!xe8M%|Ds=L6SP+
z_7vb9cZEt0UL|ttgq&5r2u7Da)xCb|&ZL#19xM_q1`=0zrLT#ku#*=A(~+Z0*SJS0
zICS}yjttZbTf@NYbry4i)d#F6<*a}5zqEerAz)!T?DF(BdH#HTNDjq`b=gthDl&kH
zP2crq05^q3!kqLT<Z+adng%A)u;%<t!@`ZrjdA$f5Tbtg*|Stm@2ay|eByvYW_7BU
zns7g0+#2+sf^FWGCKx{a(KNN6jp_O=>-Kd0@$6;*NTBRrisjB!_wWpnJp?D4RyYc<
z3rs!@+icp8lXQ9Y!OaCo?mK8@J3LW862<2eqzZ1P<GqajBG(5@7g*P|etdycSK+l*
z<`96*BN|`ho<d%Z#4U?LFuJp8IY*{UV<O~ufT6#s1WI+acu9Ly0-`inNxcO-Ouv_Q
zE78ntxwo|;`_+&)Fp3dC!PjmN3*eI9i73Z8xa5RAo8jWEvd5j#Km+W)l{!xGX+G~v
zF8w7>*}U#|K}R+}HNa@oTnzQQ0pi1?KpxbD$VxD)x?0mH^?L)h{@*uT$h1s*@;>=*
zT~a_559PAFN<+XRG+S$o<?AF?&li4I8oGR3<_+3c8JU5&&r~1Vi<+ibKpyes&LdDu
za!iF&H&<2fKTO)$vA2J}cHZy_VD1CrjL~%{<wkExv9)UW`#Lc_DnoXOMzj4LfvT|b
z&Fk7b&rF~VKGW`ZGg6bx*hxsUMJ#^CR6r)g8;z!2v`8*F4k(t>&}^MM{Dc(R>@uvu
zGm>w#W`QTGob2vPX=(2Xi~&f3utc2Lz=iP|0%Oy)Mo)|Tju}F+X;~qGMoU($xI)2G
z9PuhXp}!prP-O;3+|h~Fp|OTrVCUSIR>$RWD+x`H?fB#Jl~XGiP}{yJT*XZnEJSZ1
zx765T+^8N$FF3d_%(dUIKG@wHr@Z~jTNfF)@`H&b<PA)Jx^)ol+9fTFu^y<Et(azm
zuLSsS<Q60D3*(NT0lbf)=}Ge;&M&>3JKW=kPW0bCtBtO0j@XrI9#W2Vy5&gr+e2=u
zp1+-4CRSRe?+THmU@bRy?3QX&)lOWp)ZJ4ifwylogRam#IthQ}bLos_xGg1}rWdtb
zJ)+L~bzFf0adjqITQL?Z-`JT&?q|Qr`%ys@rAEFir>O$Ph~~C3*R#(c$?SH+ASKHa
zm}A@cSme9pNXV=PS#y{t?a6Kc*eqYieB1pP??4*uH?N9glM`Z@oQ8CaN}g<A`IGlX
zI3QwW`N)QX9^}ORfLSeg*tBl_;l_wi7!gqoB$6T0)E*=S7k>K7Qrmd>JmmLAL`pfT
zs7aMuj@9AkgK!JE^f6CRai%Ylrj#Cw--%szr+rQgAJple%VqroY5u>Md+V?$ySMLG
zKtf3s>1L!u8bn}78JeM_rMnqYKt!aZ2I<BT7*a|J2?Oaa=|*WJM5Oit{XO^nynDaT
zyZ3+lIBxH8u50DF&ULPJt;_j-nmV!t#7??iUCZawc26c)-04oJcwe^LauzVux}s?n
zRVvUub?CA6B*(Yu8hX)F4?}4~s;VSD<C=HS9BG7ke_o(*>(Hycl57(j-$xgVoqqLM
zPp#8!a;`BPwdxj9*zA6babhCN+BG3>lklq#+pVC>+r%mkb`8h@VK?h4-`x*?hB4aH
zE*|@?>IzBHka<8|*SQ)c)dc^uz%+1-FO1$=d2#xai-)XjnqD+a);L28;vDyLr$RD}
z3wNX4{=yCCUMw!Y=pi0oaWru`z$JQJ=O-Gkcp`Bmww!?lV$^U)Dpz$|SBb)gaMkBu
zSh01iw)i~jES56q5p5Ga0SV5xtC_UQMX4KFJ8N5izuMdwHRpC%NTZ4wX@|~@h|J%=
zo2AOze`K&g>eyUL|4{FuuTbvKN(tO)7Om5!60Rb>DYm&72=^@Mx3<~=ucygwV2S6y
z-lQH@FE76TCTP}jK{BI*Awx;fD~kJ2i+HNE)m@D+q54+e-C};uTl^sQ8E7+=p}faS
z-d!wl?)pjPBCDJa`e{w@2X5Ky=MNw`NyB7k4Q5Y*8{AlI7)8R}zp3hoONjFA#20r6
zuzpW(F<~mqR7t}vOXFY<3*maG5#@W|{CCCAw+ikN2Cv0%Sk$E&Cq#ngoJ)+IQq!H%
zi)b_M?_B<SC6L$SrCQV~_^*s?vGL3KEJmSjBpvmZkc!79)|336%?}+|^q0R$r==$0
zdOh>pFme@lxx{W1E@YF?C(>9Gs{uzxM34r~{z!z|pO<gX5h!ts?;edZZ}7rie{WDL
zm&y7to~B>*LD;@&)hXH->!jHW9PJYHo=FSKPUPm%({j?De+xYlJ~@tR`ej-w{_=df
za`Aj>`}ofJyVK^T5P@IG!4e_otm%xKPo93YoNe~(Jf~<1?|Z_my*s4W-fZ%N()IKF
z=G=Jk=^6ZJj8hUTrncb9_1W#i<jy}g18`Z(=vM!Jl_T6O*L#ek`KdSb7r|1t^ra>U
zMPdMEW`7`jO5H=%1lLW&XmUl5HfCz<^wrk6+6hd|-$YHq@qBgCceM?9OxJQQZ5lKi
zo?GMVCtAB0SO(5h=6d~+_fCd*?^hoM?6mxN_xt=<fuO|q;+NmadKh8vf|c7^%CcFr
zC$SIdu3ic%U`lC{E`Pt{dTshkIh|_km7N~%1d+ob2gS1v2OH!8&6VS@>aL}Ud)e{j
z3m{an8r4Lp%P`8P{C-CJvm86?G43gDCo`pw^`=cV(VSo(T2tbh>GZkr&XSYs>CIaI
z^3$IVuNZtW-n+$-SZpA6jBR%@X5OD9HEu`X)b8A0COBf%qr2i#fbrGC&olND<u2tB
zhY9QQ284BB7FUMqH__uevCThuJpWU^Xx--#+DB~;(5l1H&39h4hjZdC1PK-`0mM&j
zigrww=6NoDc3xuFF2y*jM~~Y;(;Ej~3jesrZo_(d7_dxmRs=blFgx5{zV{081Tu~M
zqSIpQM><n1%(63csoXHI-t2onT7gilJ>If3<h<i-d$Tt0O(e^{Lx;_;VxP>HRS6k#
z+1UcZAs=2H5j7{TzZk`M>sTc+`L;d{cjH%w#Lt5d^oyL5zn9#8&)@Q|P$HGG*~q7|
z9*a9km=0Yq{kly@joY_yy4Y*8^q=B_#P)iz{fB(odQyK17~uLWN6F3&3b0P~RKY4<
zO|DP2l)sy6)HA^mExgiU6Pz{v>}*;fx?qF)JS$H;>%+NRfXlDI<LQ~9xwC7c?v#zQ
zM=u`VE>B<*-;`K_{O(F+Zc~49tBqdf93y&YqSsbpZga77<-wB%-!0XNzPQtipC3mb
zHhFn69r61esayxD5dBjA2XCy2shfNSj(Dg=;)C1|6ZeVd6<4i)hjF~&wFpeuyBsHZ
zuL=Kl*nYCWTw*|nfUB+LIqp*TL?4?1wdB|7<BDdo*9FZ936YF6<L0rrCVd5J&WnB=
zM1GR!|APR|cZ_6GtA+F{MGKbMuos1M2zkw%A`YNyWAY<(*J>G`#Dhhlk3x;58L9H|
z4qj)%!SD4aak$P|_foaPa#UEog?vlGy@YoSm$RH-2tB#6EPbrGC(Ph5#ZxQlLAv#o
zu%+vJ0`U%`X=1=fKGdS`GNNB2XU23K|0l<>QAVo98?qe_dE9a~myel;A$orbx#t&d
z`M^nrrm{@~MsBmE$?~>$1Ct??D7ed-RP*T|g#(3Yn=ukzbB&LHh@B(9OLU5$@4k;w
z-8CpYw|Hpbt{Bc0f$K(wLDIfoSw4%joObFe-U!$?lZidu`QV|-*d+&~eBM-0|CqO0
z7L5qreDn)~c>ERfyb`wWuzyyUBEZM+lhd{}{d6qAwIuVo#b!adDox<k!Nm(jn>yv6
zS*+zMDEgV(z%c)B)rI!4&*`P6*eNe$tNy4VG5nW;72n-|t1|(WD?x@!!KVK%;l%&%
zME{dO6Tg@!-@inc6eEW9CSz#c-3XwEp7-<OSYr~m`X>aNwN$<o4JK6Vyy6=d@~E18
zbE2wYVx)xoG$2v}QvB7pbX?~qLp(!aSh9JA&)P7$fcKsE@m9J^*4h54X_j~8@y|({
zzUCnJNm#Dn$;)4E?lp1K+4Hjvt(#1E31<Yi_K%l}{NL)|5196T<KWSxA)~Z9e7E4<
z82+pn^|Pd+Nh9tVuAql@X76JIecx8fIIMTO8#a3t*WCQ@dQ~FOq{W7`vBK=g?)B?_
zvZi_+_v&|iT<32Ms0TRLxuy}s_|;W>Kf8wJhkVDsX{io(Ib^UlNS2JkucD0vkMQVa
zQfe~^9M{K6COg(CblfIGIy@8S5JqRUa3zXs@0vbKH0NshX#9j3ejO=2t2kPhp}bMw
z6C2e-Kf`q%VMzCz@+5iVx76{z!D%{~%ItY;AhLnh82=4>;i~)#eoqJLOuV;~89a}y
z_qxoDZJsZM{SfI2AK2k!wc_6~ukyh*ntQrYg8cY(>v~|}u7$`+|3EVR%^)MLvl-(c
zzSv)Q_syTaA<MW*Csr#_ySHYh@F6R6BAVq#g6<>Hy#z6hP@;;*MLF;Zd*0Aww<9`o
zN39tHCq_B%Vv}}Bj!e9k>+7n|s(*e|x@N)Zo2$t_wzq%$@?1%p$Jy;(0&<LqK>EA6
zC(m*-nUaAEnwef#dLOD4OatTETwk>j_31RZmTWTjqXccOCHB&h=|Moz7;}32$%Cnb
zEUNI2X<s?RZJ7=pF<+zXMT*AHsX5={Qv7E4$b3D?#ciKX%KIR&!H={)NNg!a*hKLb
zhLEh6(b%f@l*AFa)8j#BMRd(pO`HM3;Wb87$d4$>a9Yef?iWOEaY-^Ek4;J$a_19e
zqwzMH6^f5GOT<Ybg^DfYpE;VG(vmP7^>0$&TyYAx;eNkrn#*Np*CSR><wka37!$>@
z_O`(FYJ9@|oy5+sh`rrqAF{HPT&KurCQP2pe$HEQiHjbJ@M~>zuhcEY`OfX$2UyZ+
z<#bVa%8*~p()%L4CHA>?EP%lz4r_Z{1S%4=NF&4R9;YH};g95pqWHdN<@vjcnKkqw
zmapFM4GEv3ZSSqeta_%3X@bNRn}=pkF9ue=yuUn#8*QsS=<cxn%yWiY$l2qUKKa!o
z{q1o<>uc9UY6>}4)YtN98MpYKr({_Fcs3T<@gSbhq{=UunKBc{DDm4D-ltm)Kjz+R
z`LJerUCZd@Z#w8_vwRl9ZW9`Lk3{dwBYG~ON4$L}vpC`kq#puzvNeug-oEuF-mWix
zxWh(i{88v$BxW{=k73*GcCq4HZ<MXS<BVCI@zt^%6dS!<sHb2W{bnz&aJ2V2Q>?;O
z-o>E$#@*y0-{q&aj3LCOsTN`iQ3ipukzKn&VO<NWJs9hwpJ*LF{8qtKXI3DfjaR+e
zqPofbp?FWZ0`ru}$$r&Gz)bg{jUIc{xgEB)i({dB%A+2Bfq3p`s03Z42}x?EBsN{S
ztF~2@A3OC!a;&8rn#6IOubxv}TYVp-aF!JQmN*-njw=(H*Hwsx`&ycC(8&wik9tH#
zyAP`peip;cv^dCPjK0p?N!9vTmJ0jpfIc`NH@<qdQ#sZxkRP%|xvjaK;da!s*6d9K
zvpL6u-HHi_!egdjsTGq|vL6Wzrqh|U=C1J9KTuVkW_d#RvVc8`r?%-0hS~V%GC7jU
ziIX2MY)T8l=-AVv2ig1;W9CA(t{n<+M9!)`6YMNJw!2=BQ@iBLrbeM|XHH=2Mf3$f
zWs-p1zgG<Q^oCtziw(03)K4_&(M#8FDgIx$Y0WGvpA_OgRUV#ZzokmTSUCQeZDR(7
zWjE0o$aF|0`tm4(pSm(w&$<f1of%`0N^X7dS>bu21jKIVnxSwhhS`;g$eBt~O;{F1
zhhN(@x&?41C86AXb(m?Wl$7VEoB+AH3DKPi2YIoxq3RRPCiQ84W2MTnkhr33cEbX$
zdAj?k-C#!TE0YhB9&2(XjK<+5;ybfz(q8Q;G;G%RH6qKa&uvuTP4MmqWJ+f<)SqOu
zndpb3(oBrJp9E!NW9~1NJ(EwqF8U8|U_H>jBOV>*K4Q~n*3^-O(cX#wRqx6D<+wt0
zdNh}rfZx;?85qOw%Jj$eDH8hRdK{-8Kd&UWM)fR=EW8cj>3fn~i8X&yoE)kqH_MLC
z|K;n}lKqc;1hM_m5n+k$^zujSA<D@H!Su74Ozz%qILG%yGmvcvZTI>#de!Gqyg%od
z%2rr*aeDMAiGLzo7iKJlr2HE2KBA;#udW_;=o~sGn2&vMP@Z(^CEsa&sYW<-y^Jc9
zICB?cDQ`_!??^wZDTWrxJxq%gJ{Uu%+rXAVr(2MZ{e&TtM*GRt<`*Jp2mNEYvl)!_
zmN&$WI97hR`)HZLLYpw&AhzE!X|~*++=%2B&BO;7Pp)gMUNP;jCa}Q3TZ!$DP{dC!
ze4QMkCk$cvv?w)SMr>EA%fH|1Ld%e#jx-E-A#12Hy4C))oDr+>DI~8TbHrFL!Z+tW
zN=fH%yEts0t#U5ym#7Dim{XU_{X4UkLUnAlc5-()WHbv|cK2#c!j7uCGCQ8Wv!t(y
z?;A>L`eAI%e9fviq0%7Zu{yz{yW4BzQbFMkRj%SO_g=(9XLVx3(^GT&6fw|nVyqfj
zX4wE1|2zy1Eu0koB}X5kurD+0%Gk_k71oC$9_b^v^`z@8lm0?I%8cKY%kBx~HEYWn
zJc3n}pd`pXFc0*My`^1jFE^4(h$``#AJFki$@b!+gGUx}Zn$oT&n+D$-}C#(@kKhw
zXS}#>j$guD_q12Y-n^ypx%&d`LRQ@_cEFM@#kaRf4Y<vZl)=W7qVcKcmffM2gO7S5
zZG6nT8ZpMs_-@m&BZ=Gb4iq=@U4GN(@~UZl{@lM7VZYwMSW!X<spm3EFMDRYVXkP_
zt{w2DeDE~kRSZw&Dr+zUCXM)>pOd(u%Jhhd?SwZ(F9P#D+T=%oCUare;HhYps=p*=
z8UtBHfRdXabo4XnIOaIBs1;TK*F9Brec{u<xxRd-oC=F4nG&xv``IyFVxFgFt#}A#
z;FPmU#K({xK?K6FuJZn>e1`bC6<4ctEga)Z_!A<z?sozs#7)NYsXKvFlY>9`Egan&
zGq`b5uvaX2-xCVDu?CbysfAc`9dC~xH>Q&&&OD)W_{!AqbTv|KlmAV$hRN+m+bQ4O
zDID){^29mjz<AW6#u%|Gx;R{7`xK=EchcU7Xx<e6%+OV(T47rJ{ZXjl*?YO~hv9lM
z&GozfD{XimSHInMrp6AsJLNjw3W4^!3eWL)TMa!L+fn+N&hRv2KTC_oP>Biq#^Ub1
zz=RvMZ3B_Yv6FI%x>UH$m`(g&I_NBJk86nG3@XqToHpcBsM31kq71n`O-F=%#}orp
zi5(!{?H9P{ol1mXIi~PfZOhMP7{AIeKE)k$<)Rtk6MftHL9zdQW}t7o=w6VX(~VIU
z&JMyGuU^EsbPnBlr9#KN*fo~%qI{<3`>%WFY-Xt3sN6e?W*mV=hMfZfOijIg!!1bU
zvm=kb?+_Kc2?1;6Z$ev+VeU~$Td|hofp1;ypTI+kBIh>97?;j{)<p(r5a(z8_75K<
z&&&;y33amHIDPD0t4mhKF&(n+`1T-a{Yhb^jr()&*Ita#<pm>>Q3&_%hSqn+kXw{f
zF^Xc@s`G-}owh${J=||C%5HxPC8#+R_gYADP&r~v2`_YOWpL0uyJbjk_xx^A)@`Pv
zdsh#ydcRMREH+Qi@l_X6P7R_cD=z7k_>{y#wrcUADA76xVfE<MYrTcZyK;9MR=Wx-
zzK+M@1(GycW+jIUOr_vK*pv@tvAJK=>X%}@z(}6+xLFYyGZ<4u#jic5{l1=KE*x&F
z?Ccw_`dpHRiF2RVM^!^)UjEv#k?{35!c{uDvveQs8d7~_IdGhMoSJ`cjMS$>|NYZu
zb(53*(}bXFcdx8w)++ozJ{J5p@!S8VY|Agmz-#Vq<psoSEzI0qoWX~ky9L6@+R@5~
zf!ET-)6Bx+LVT6i7U67T=8kZ3G(&)IE;c}u)q#Q69f;pD@Os)gT3Rs(i2c>b^#B(g
ztr*0BX0DC987P{MUli1WaCEc+SuM?MY%UaG|9o1SJ2LQEIXc?8df0h@zd2c&dDwza
z=Rcp;Kws7lG|JlD%)-;|qIot5JIBik9IdQDY5(>0Qka*4*U8Qq0m^Z;a`&`#L3o%s
z1F`H&;a*UYIS}Lh=i8tB|GD=!`{mbv-TC+B%Ub`G;puK>Y2{?*4lH182mXLQsCYPD
zwp?AFfmiFVDfKPwfQ0a6#|-{n0v2_&^6&te9RFr;0d4a5d)M#JC!g?Lpe>AWcVXZY
z76c=LaK8{D_66U7NzL6|9ITwp&D_CPVAg-CuyAqp{o7s_cS~z4U<x~DV0;mNP??L3
zorRgBvkNd85BR^Ol{FYVD;qlxpw4?CDDGrtaXI>yRyOWdphd2Z2#>$E^z?S|06)}s
zw{rob=4lIV|MS(%0^tc#J0XCWufV0*?OZG`9Oh4{7FL#aj*e!)U!4Dy3AE11%)<iV
zc-cHr&<Swc4PoYfsT2(UZfoWUns-^%-^(5hd}5#*(trGkSNd<g(*Jf==|67BEB%j2
zr2qJ*G#C@v|7wf;-$La779#)eLgfF+4Evi7_BS2u-|1lgq>~5g#k^{ND_8%UN&Rmo
z^?zql|4*WSGCLt0J?&f_eHnPw|N4W@-x75GmZ0<R5_JB_ssH!Bwylf%#k{a`2MW-@
z%YpZs{Vl@mZxXYA7h(3d5oZ4sW%kERW?&@2Z2voCz!5IyF0a+!LahE>2uSoF&$j!U
z&hBqIyML#%`zM{%g_)fHR_^jQlgr;sF8|Kt@}ETiWVW>PvI8N8*X6H~5P$O{{^m#g
zJ3r!|e7=A0gJ5uBB;Wts`5zU$fj0Ob!Tn3E@P8z{6|Ee-tUSRy`oHUJtC=~0)?Fm{
zmzp;?efb~cy!rkk>;J#hVqoTKEe9f~xtXWO|E?kfGdc7BolN+DYrL$xi>r)_4};;w
z!H^*TT?QdBA<%aXGZ0Wb87{QEfzG#<r#r&J^UpOf(e8>}=T!v*Z1(?<5pLz-f^fgk
zM89nHzx2QV_VuB<xxJMIDEgv8Q1+$x`GvkX_`8O?i-i_g0t|Tp-++PlQXyRS?<Wi>
zq+9s_Wp$wO%_|F(&q4b@TP}{OK+ZpE>lzn|;{VcX=lhQ$`u_+<0Mr5?R1d%ie~1A9
zi2zjp0fhi)<O5s)fFAroB>+GH(B1z7E&#v;KrH}#1EAaws0DyU0B8w-P5?*+0DbUB
z;~$U{{;(1Lpc4KN5&&!ga0UQN0RRL51OTuL080Tt4}g|Gpb-2QCjltv19AdDC;+?w
zfExff17IcqR004907L*FDgaynARz$a0RRpF1_A&n05SuhC;&FXAAkVhCjh;FfNlW%
z1b`+0lK+5^0Kf<UM*!FkfU5u~5CA>^2nGOv0N4Tm1prt9K<OVa9{@!GfC2!k0Z<eG
z;Q??V0LK7e699n$5C#Ca0Kg3ZQUEX+01E;z3NSD*03QI5763m15EA~t764iSfDyL0
zw*jdDFcSa_0bmmVO99Xo0678h7629D4^-g~aRML<07U^X9{@!GU?>140ss>L8v(Ey
z01N@ZD*zM%5E20M;ScLTUS1xc4*=2u@C^W-0>B&qBmr<603HF*Eda&=Fd_gv0WcE)
zk^&$R{_qU|^Z+0W0HOh~7XaY_pdkPc0niTsDgp2o0Nen;D^gNY09OGJ8vy740)go1
z=>ZG^U>#UlSpmcW044z90bnKoFaqEn0MLP_r)PS4I^ZDy>;u3o0071R|G5YM#}@tz
zjKKHbum^Avem=0)UQWAzO*L@w|7%G6GiU!-hye&e|0)PBbeG|>XfVhBXYK(1e-CT_
za0mXj_5T}qKu|>BAMk*n(0_pk1jRt?`#*vQVuPqh61O)W?#|u6qkHo%$<2s%4lWEW
zW^Bx0SfV!Kq0C?o&w8Ak9otJA)Qh3dLc(7}p(E2PR<GiIm%?(UW$fy?9cR{$>s-9Y
zPbX)lJZw;@15>G-J&FQU+1p_%mTt_k3J*M*4m0*7!bq-S216N0@cwrnBp=?PZpaD7
zDL!{1P@_oPmX^b^F#ITt!}=oTgcV$mT%o;62;qQYN!MZ$UY)-#Nb-!cA4*boaUpLA
z`qr6R-DURe$WcN9DsU3#3L%95``tKN@$E*Jg}?|83u&xzM{ofbg=;J+CK%WAoCs_D
zjs!|-qLDQrz=u~Ta?0{-^4a~}@9m}<Sawq9UnK?OYF~YV4wm|VUK|WjSJWCN$vTM<
zgtb@i4}ThlPV|w}Nn=Hb-y=Y=4a8<qee|+Be<mms<QJ}JC-dcXqq<@C>|_=8eGi7y
z4UcCuQ>inD_ZfLnL)U$`NT?LA4wx|<qqc8;5mFjfQ`)FFiak0qar-s7gvNSCb416!
zJ+NgEiDa3~lEI2#xJR&bJa}3k+^u+P=Y<)Cz~I^G&u^#D26ozMbuXGx6WH-~{Egp5
zyet?&NARy>*twwDF`Is?b&b43#OJl1=hCYhlTbB9;<J{s$J;5QN7orCF@wI-qIP9}
zZ<wlLnVhb_DaV%ylg-)qkvh169uw3O%jC`yn-q?F@U~l0@myGHR^Vq}QjzO=j>yeB
znPoG_RCk!}^|#95%!f`SK3*rvo1cn(5}p$*N65HhF6bfJoK7=&O)5i*vx53Mm0~ps
zGI-<h^ZV!Z3O1dn$Is4;PWe8FD?)A{gWtP}p023l`L5gAeUtvZmt@0s!xw`P;@;vZ
z_3^eX1D;+^FoRJrPG!W8Y;j9?rb9nem`?#!x5<1Ywz>0jYHD&qdd(;V+>b9|KQK6z
zQR5!FEuUG=xrGC7{Q5;*wwmZE4nG4#3w7T+BCg8=|Jm>g$LDEipzv;y8U3IHqXDio
z79|O?rqxfLduhpgtrOn3fxu0rYp}gf13ZR6(YjIxY1m5^jx^R)<XN|3*dedEc{eVA
z*CEWCxccn;(OTjF6erBmO`b8bzJxM7ZG;YC$1vF2Xt`}U$<+^Cz)^yCA$nSEPqfi`
z^$5N}f9&0lu|ico7N+;k87SIg+6HaBa)Li&Q^6YF8<?GFzbf9NgVcP2&X_Vw`REBm
z8P77!W?^HEdxbvUVWd(tiYr-OOI}k_<LScQG|3~Y_vGu7P=0&=l{lGhDWgN|t}TNb
zMx6GY;sN4lw3j;kPUUHXzCD?t`qp?Wfn2%G1FQ&K<h7i9{YORn{jZ}K>1n0pdltss
z=f8DBt#KdG*fL;Y-9bmc|DrC0Oj{2|Ax+zZWP6zQre?xYgB`_{O{nF@#0BGmuP~wa
zo^@A+*g$lYsNzzBPfGWd?aAmj(oV4j;!14>^|ocPBJkN@p|oXzI}GT<*AqT|S9Iqv
zLDrVf(v_IOm3SD0mJAnj_bF1lD(VLVI?BR{27lll9##93ocLkiTd;#j)EO7wscD(<
zal>kJgBRh@X*#CyjC8)9eZnijg`y?h0jMw*vb9XKeg9yDT_&xV_a;Bqq|xYu=TVZ@
z-e6oXqfulkI17~arghS{L?*mM_39tAT<M2Cr`09b+VkY&t*noq+THa^2>#9<xN6~>
zpO%i|ruv<I_5h0#j|*~8X#+w0W`PZ$Oq7fRCoLKLB2Di#ioAP$UmAP#RQ>!_Fu_&7
z4{?FGb*rlIt^{lYOj8|QLLwOh_CVO=(O?+@3wD`?gsrQ>k>||~VyvT)DXLN)`*`hX
z()}a^>Y(6!H3*o5A=T_{u3>}-jC=i=Rfh`vfV8;-`nMVTmb4PKf%!>?MQr|><<zOh
z$vrgBUjI_X89d*YqH2d;f!yxYoOd1KL>8&3pN}<Xj}nDJE<2PEyf1Yci^ETH7g^*u
z%z5w>`hjG{T$uWyuwEwRD>>AfzB>hD4(J0Fj605Ix@E~)m$Xte1n22pSr0z@C{&Ru
zFOupqfwrjp(dx+*sYMZ(k^*41bcEI;;pnr$1}Vj7Pe2V2J!>{xGe{!KJc!8FkXxL?
zTsN^RtGP(*V@dj<I8QAp7Z`v_1iAanZL1rYpw(c6se1O4*<lA{YJ@lY=#{pQpT$jc
zS-fEG_$XbOlvZLpX>{A2&x&_`n4w}Xd1(qm<~sccbx|Z24dhlTKGj}3>1QP(+!qmo
zjI8P(KmAm!+`elzD}G3HX741EGIBb=jBXH0c3<o1ZsJ^tw}eG7O8qLXxh4&>XEr5C
zlpvsxI(ZUz!tH)c5Cg%-e~Bv7-A~irCesdS-K76c9O?Qw-jWgOBK>++`u;JBh;(+^
zTE&Vkj2R@x=ur8>lo6=`IY=(Z`S7`Saw)-S9|PRLGUiyviSXCIvNT$@UyxJ$A>Ps~
zN7>2w(m<Z*txHQ_z7GNMjP^N6*`tr>xAjso4HU!|L-3X-%>5Y>K?ennm!n>E19p%l
zdi&D$8h24-`)XZUitrn{cM(!rt~OsZL_^;&rUsLprDATGlc?pm#a+iMu#85TBn`AO
zaNSKiN=|jPzYgR0h)D+HUV4Hq0(pgj6Iee%lf|K!92HrT@F9uD>~BiDZz{lVko7Ct
zzc%R^k<zM>6?4NNylRGnS5Rnee{gd%!SC8dG0~{bH$9=Noemd`fC#L=`mOzQIeY}=
z*Ag3iB52hn(b)X(ef<0UO=IE8YHS^0zmM!9zxd)_N~XJ^gmQnFZ}XD5KxT7cXGJow
zqJ`<@yD~dg48O(gdwd$haXw<m!3*}cCNyuU)qN}ou6D$t%MIR%D{&e|AUXKSgk&yk
zf~5Q&(<$1X&n_lM&P-r2A<Kwd3lzDq+?V$hiOVM<#4vesW}NQ{_tYn7PX{iX&_N8*
z1Id^Wgxr3@^W_#5F4|dgo|G#5E>~xLj~slUHT*+S&$L{;wjc@L*WuIjFcfBgtB<)y
z(eVKES%uih>38#I!8lKG7Os2pZD6#4CBvyTtCo7OtGTk#f)d7Yf9~<lP3oPaNWN8%
z-(!vEgSjo`$fQH@pOMcdjYP<q$46fyFR$)%CLJm(PJfo>f7LGS2*ny8K)qpyakNaf
zejRO{g?{1MPBtnTb9bL?9lon?gH5Gqtam6|-&|MktH@DL@xZg5B7e&UTXxO*h8nQT
zoC^GvzI$O`iFmC*<Mz=Lo6+2;`P`va2*Ko&yye%a-zmZ+tG3z?6@ArP1lIeZKCVn?
zdwC&CVxc-JS}aCK>*;}0%QmyU?s^I4C$lHA+sPQl1jLy<&ymAI(b<(`+V}%ZXisb7
z=PlVkyXz~Wo@gaBn&JqO&}G1i3=~z%IzqLVE)vi-b`@Y{>4)(=$0fqeoi1><7Y1Q1
zMZaKHS~2dj;_rfSDx63vzvD0wNh;p>Hm~YHYk~FNZI(8#k9{9{N@U4Dg(O79cNNV*
zS*ARLFcji$zoV2|7g&!;h8^Jrkj!=8yQo&t-s2$ui@KgHxf(4p&~TW*a_X0Uw*KMh
zz+i94{<kZa2KZo>jz8>K(Ue2xJ|83hdXzC94s#WwQk0r&k+z&;&_Q-Vs%66=2k*7n
zlp?E@UB&8C0&|91N%isu6%Vgnb8Vh;7mN#hl3X%m=oUte>pS0L{=3B?uXvz!A4_fZ
zEFYbEzG5eh4aKVXRPo5RNQema9`+?T=hE_)Ne`I$H458B6=8uVDead9X%XkeLbPP=
zpzDKeeT*#sR`)W|@0HN--C@Nw>cgyGM=`|2(>#h*OkD%e-x%N0hS`lpZ#zQ}a(N?k
zgFH;HCB|-g@|^~M5>Af6iun9!d2=w#rcaVfHIOOVpH~5Em6%4+-cq5exeKrT7E+MA
zlEzp?YEGN@CMDwhmf_&4EPcXY>H|65SHb&O;2#^P7HvHsU&Jf$Y}TKq4}>5N)8=F@
zx||Rd@tJlhdXMWSQ|(0w{j27Y@$(FZE%*7e@pv9!t>V(GN%NCoU2`K(h|lu>Irk3L
zhn@T?3S3`ga3a5DFR!n_<Unl1eoejuk4iBJ_$TK*SR)MwEWnt_#ZGeN{hT}K#uE#k
zd@ky`6lJp+>0U|Y_PT}ky{Dk#89SMy849$_7RIOk@1Ut^r%dJ_+4XXw++;WmwStn-
zLL-az`u?cVrj0V*SF-i=iba~lH?0TU;{%OjH^)Jf2|r((5HHrGRPISRAF{%I_+XxN
zKPK1MaxMCCc*niFaRslD7Y$HT41ig2g|`02B&8a|Z{8k+`fwNSX9W4Io%KcAGwScq
z=LCx~>L8^Zj9<gC{S<!*#qm2jdmKd4l<n^lPD@&A{G7u@kGK_mGUd5Tsq8GVnI59C
zqKO+wRmqdjMrCOO#d4EbQ=X`)%%LrWS2F6A9}AJZsS=+si_m?JVj6zhiS^w)Bd4(n
z=QV+l0woVZ6;5kOtf85owD(G^#;BPjE12dnSpuR-dYeJ3L{ru*#90cH0qqAtM5aym
zkT9chJ;^Qx=*2Dg9S(~Qh~T@s%EYP8F#B)9-m;m4_!GB<hARr?(GxxHf+VcAIGEPC
zana*Hpo(kPH^Oh;z<X&NTI6MRVb?W#HRr<aR@>O6A{TP31BQL)>J)t<Z}PpTp61@<
z7efMNM!)11v|aCXCxIlkO270IkV?XT*JXA?EIh~-lBfVTD{qiqwSVVLVp1=KxfUoG
zcO{NPGd2!p^a!G}dJj1PgD3CSuT{Q551&4vsHb2+dsD!4{20(gcfz!%`|kZ-gffah
z?}IjVcL*U=&OaWKzz`+49jgZnjMU+c>P6!Ht)kNYHa#Q0nW$dn=>%=oaoH-9@TVIe
zW>`nCY#G#YR?kAoV5NoFvvnz?-KmjJ>t`?S00YMvOq<+|AI>n?&y3O>P9G?=Z<9o0
zFw_+N7!ro*SO+9%uMaD4B-pp^)TI>H`K6;q*UpSpJYOPc1K{5Dq0CXyS0#{KWjHbp
za85}k^o`M#iDOjYp=Rv|a>=LJu8>p`xSrMlH9s?2453Px$0B5~b|%as^*r|566_aR
z0;yuAwS2x4E6HQ=m=Luu9Gz_~h^!}g`9TCXqM!Ej^Xxa{cME2^HyX_8U`fNWyT0_v
zd`&z!ifaVJAzWJdREnzhf}-s++YTABl1}!>>o~|}dFSkFfe?Ko!X=K(bAcqSZ)l^+
zlHcX9=$PP>825p^I%$1Q7rkd-XR`PF28_Fk|HC7Dcn=TD=g7(za&2tNtv?00vCKYH
zK_4J1-nqPg_?X}sQk&#s@Z3ETq=9q%uq!h<0UoUKn8C?K3X8rEY-euaH7_diV_bpt
z^jP!us|4}JYZo{<>o<p>c5}%H8vAO$b#2<TK%F<0g05eCZ=!&VR`jCSZvXwEd7^>`
z8$YZMs;jpTTcg(gax>0V39My?=W&ydoPA|HYvO_-4hLO=sD}eYyYGwGxUn#*B~SIr
zwG_rUqR^bCR5<3w<N;W9O1R#nq&=<L9`*u1LbpAGisQ?gTw;2K$FR(CkoF~IHPu^M
z&vpow@>EH)X>_q*{Mh($+8h?w6h#vga-&qV2;)(bzuP9KxyS|Lq?T*^WjKPg#QPgQ
zG4-_?y^B~NCM=FRa+l3S9vCtvR$SFcD56de#Os58IcD%zWKlq{SJj_{dOiF`*<P<o
z8szkl5QS>QO*zNXc{E*ooC)Ljyd{)hPr?H`-Ek!E!X}h!hIf{DJv8XuHR={hXKNBH
z;jvDP)U(zjt!!5;+V+cMS}X|NQ6@Up9LXxNYtkC{Cfv(fB*p`)iC73rL3MiS6^-s%
zP+8&Su-q0r?NZQeR|sD_YobsrvU@?w`fY_LRk5h2)u=jRA>q@SIdY?CjXw!}W$<)D
zgi|Wb!q~F&z`omyPY5ARPCLY7cs(06A@}2xG93M))ra{5UO~%3ng{;I@ht%?7)AQ8
zA6C(2y=8kw-G91ftimomi?@Rlj{5B^trNm_^Kql_$3&B#vOl4)wLujbn}<9QA*Wld
z#N06KdD2Yvx{CLMQT4OID5`FW1|z~m)MZM06M=Ju0PS3e&U{@;xnth1c?6$W9l9aK
zh!--F%Tfb{cSB`nTK8pt#;J_336)kTES5n=I3nrIkrTEfs9szdxZUO+_C&z-TBB}D
z;trMoi>NiKy}W!yj+Xa5HIaWt4B7e6;3FDppfSMv;^%<@o;Y%XcwDwpakcG**A-;Z
zF04qERO&rM$l<oy5i2_CAadpL^2Gyv?MF1xc!>Bjm^}xUZeIMm*W+A$tth9wUxRPz
zQ*<V&e;5;E9^sO)84`)5J0wW>KvPg^98h>oLzx(If)ckPe4!aQ*^lC_Z3voE^IDDf
zwE;zry-X<Fc<5AD^Ms_}_!NDdxxlb#X<X|Tx5Z%15FLL+1{*PAZ+_Iy5=lQ{^uiR;
zjCJvRZ>Q7wj5Wj0oj;&@pht>CAkN{HH8O49J<dT`^JFLg*vaLycZV6_ipnas>~jD0
z=TuOQh6)lsEPXu{h){t$A<7aA1ux9FB2N1pM+RnpRf)(HsfJ7#?BzKNwN<qT@oX2{
zx&E9poh{JTxO>E?amtT*d28g<nYkk=aVIh<YA}$WF+%M<iX;X_1*uV?uNy(>W-y^g
z5d$J50x+k25Q>?=<9{Bp5J4>JBUhZK2$r-Q%wB#J#_`&5%4tjQqM<A1DXvP-(}t;o
zt8+Nghfj0m;UA#&X%x&Va1SV4U(D>OVS@dI)8GQDdDEBBWbIdeP2#$C7RAGa=Dc1k
zqKXC^zK#pqc%E|vR0-%8z8S&u8-t95hCEB_*-Q==T(5x{aI{Uev0b_|I34JD90w8F
z@C-`+&Vwuxq4I_u8p{8W&De6OtR;KDxD~3U=`1}$3kJC{ZgBClz1gQ|RGR#cPpa@}
z*xFuj+;HLBoL#60B$1BIs>@aEVrKWj4ucw(>8JxIMh>>c;l(c0#+)Nr&$MJO7VD3Y
z+h2Tnto2IbwVy;>%qSY<MBK^@T}NM!6TPp$b0QsTt1M_11A>5+lMLI|olBwz>_W!x
z09#>m2<mK>`PcQT9|l?7YV{aAjm{J^06!AlNBH7yi$kZ?t+<4A&BUpo_(g?+gPS*>
zLJ&=_?`OS39g8a#>5%p@qN9VDYIHG7i0e^JSS)HE{2#tDNCIJfk|&=`oP0=yt378d
zOkt5{H87nmODkdGYhC;G*;zDslI=B@<U82`VUljwCHw9u>0v1zzJskTYdF9go-x2q
zpZ4A^hyM_6)T$pw8OUFBiLGLarBF_xf&TljH%gb1(xu}ertJ#xESDE<9c6>KVnvI2
zFSWK%LG5tJSGgY<esN!l?8hOVhP&h5PlCVmll@Mr7ba;V)BXa@l{rzgC#=+^!l3O!
zTP3FrgE-(L2}|rMy(@bN`Vmr3A;mR;rjz4~hD6cBB-+@hb+*b)+?6lJF~hT20p6F2
znRw$4TJoV_xq6W%djfF<woWq1>`G<bf<{6ox!Sng4<n=!{*Hn1l_lray?_U6%0XNc
zsVFL1LE8;UYaC?%qG@M|s;HIv;iTM;`$U+K+eY`Ts&7EhlKP;?HJm8c*771+1C2ZT
zONWCSmBp@|kjQVtA%Z!d5}L}wgi!$xI$5Ju_F+0UU%un(e%ef!pp}EI*;K9=cUBrt
z6W?|4D9!UxtItLbE6nV)4?xgO539BCIodUC!zk-J@GqNN1~VRlt%-ThzXSuxiq=?~
zSceug$@<%Xw2K;_$Y46@70hTM1^C!~Lk-ZQ3{R;$=-Wf}ct~x~8TRR*y2L`fcd0?R
zU%Tr=#D|Wvwh`9G>8Od3Q!gUq?VD;sx~CD}j$>Y`lWjub<gDatN=n@8vlah(>MIvm
z&tcJVMjt09`|_-$0YAsDnQYyQXGY%%;;J8NE$P;<uz(~M735hk{O+!Qb=(p2X(bim
zuW+UL2sik!I9_|roM!lRW0Sf$s(kBR*(=CMtWVQ+4rGKl%Bv9e+Uu=~e<Sw;uHmx2
zlCC#Wo2dv3a*P5N>=_q+ot47lOb595$SLh=py|R<6BZK~PS1iU_Vqn;4*t98cy$y3
zCIoCnewq3O@!DV^DNSvzs-IPZUv!E{VtQ5}%8LnI&*R3SJ^zxq+nZ!?sQX@1J^dr4
ziy?iFlw~_|EMFJapYYz##n!RE`M#R*XLLqz#;j@#pQbmlz`8B7u@-)jc$pB|TJwG%
zbmiot+)>sVZ?er6X?}9Sm3Vf!iX{@stVJuhqzwH&f0Y`!+A2inn5h;_3E(y49(sHT
zj9M<v8=ia^?{fIj$IJ?F1lHg4>73+L#0i-;52VH{2IV!1dONClMlFq8E5}Z}1#?=$
zuSk>-R9IQYWJVvbC(hC@T|}Abm8U!r2#mt!Tk=S%$M_t!FLGn$qhGsnU_laVXuNN!
zi4`4}u2WTi(o!=WlMO3qVqQ*=7bhbyw%4f%n_#U`-tT8cgv_$mfY`q`c<SLfP5WxL
zcQErirQ#fSAwSu?_A@3l9SH=@A2*zT-Fupk4>{4j2P>-68F@cZ%7flkG(Kp{%S=0J
zGtjp|9TRH4G|bknVw<@$?P7mjKY|H%(3&TbDXh1haQ)SH4im@-B+~m1x>Mnl)(bb{
zQT;4^loz>LtJXAeymtPb&Tdx(pRnfrcPt2T72ID>SqA+{`VMK?v$_0+4sdhhhY!5C
zcO$7`LQxAx5FOsT!I<yM#P1)_mSF2_b4_q-kSP<%q#x-e{<b;ba1h%XWF29O{8pFJ
zP>u0K^NC(>tb8o$x5YrOg{JD-S?#7dT$N(H_BYc|eZv8)CL9!bP>IHe%E5|=$$D<7
zQSvCnXjk^$&V$qt_z~5`b(Pn}$b;QN-RfCu2emsR_PZNGNFnsuLqTt@wfoeZG^L)+
zob@zO*A18w)!|NgK0L6{tm5h`yhF<WF*`W{`pcO!M-oJ6NSDq-c5@5_F=y2^pWsd6
zBnBjHW7@C|n5K1v)-iTO0v2whY9qVk5B<^gcR+X;yNIbq$m_;e_MO93>!`%YJw|}>
z7|{J6XA5y7rg@&n598n$=uWleft86z2<=fCSTs;_VSn0129<LjPLhV$)L=oD`K+9y
z-aDP_N01Sg$ZyvRY%xqQwip^!Xg9^-rocQ?)@P+(DEI{87DAJ3o0Z(FwzvybKyPqi
z{p8QGwyI4>9QPHAq{w<YTKk1vsI+t}6yfM?mG8M;RbVPHp@lWyr@L|tuAL!48b<U!
z?Wa30m|@sz*E;T1)i*N}ncr^R8#;AoF89XJpw@%{16IoxX2x_p5&pcNR888TXzzqj
z>RZV6D2D-SPe0Sz?9h&PlwOXK7w?Ti4;R<{wkh&rW99kW4Nco6Y&<4??RdQzJ5iN%
zd*CU@$F)FU!3wa|)hd3|(LgGKyuKFb_Yh<Lr8rC|VxcYoZfE;eXBRCOci{<YklRZ=
zj`h0+G_W=Jm+u%ApUYvYlkEkD_#9O{?0%j1ve(Xf(}oW;12~S|X&m4VyYE-TrA6go
z9Pd~T!0g)|WEGlNJ1af|Q7G8x74zLnh1V)4Oz0Zj?BOnx)xavYtn97W_w}>nQCpsT
z+x-wJZnS2x5<vrvF#6>ujl+fn?I^Y^Wq25LdOJ*BJYE|wZ*;}v1(?0L;E?&uP$SW?
z9`zl&^Q6Ky%xO!(m=&EHBfm)}fmd)}u_*O%J$}Ipgwj<9_-Tc0fyt&$V<1D)ov<1|
zU;cJ7Z7_4ip57`rDLT%S-E2{RRj}n9nh<<4Ea~p5T=Yfr5Ub=PJ6Kvr5lM>nrT#=;
z-JTxa->ltQjY0H&x^*~_9No04HQkp^{)$RsJ8S~Vqr`l018YBC4!D<r#*cS(Pq_=X
z^4CPPjguj>-|Lt5@+>8qZ?G@d@{CmU9vw~%Rcw{1BbqI;hkXaPzDrHvxDWgc9!0y_
zzny*>Iaz#~7X7&XT7kRcv^&^_M3I-4+f1SF@zy!fep7Jm3wO#iCEI)%HPB?@G(YT`
zpuM>JuFQZ|aV=5}uC-;M8ET*rjRkuxy<r9Pp&YO(n&^&%`k;>MCd-uJPScdxToVx?
z+KbE?Yl0*S@O3D7MJ5S5?F8PAU!Y=q#ojn!_>4LntZ^!ELM%!@<ix7^KACp$o=Ww$
zZi4-dR{wpN)ipIIw`7_(=R99nqki_U5cxxDhM=B^^QYaGawkt2)7fUK)QdWccIul#
z_9vl_D{Wbk_PU3}QZVdlV-@9Tb#__jP($}xXRt#v)MzAB4S(T<v1p9LalCE*xbl0-
zA+8$(8uZ2{+1USO;^kfj8+NnwW7p6AdAlo+i<$k60VEM7f0Z!o`~6X2ee^}_F*eZn
zu=AFxl)nF=%f8VIDKgr<pTseckrYv#pCoGfaz7p;CvJvA;~gLuL5y|}hyU{ERi?;U
z4xT)9jCw2oW6HBRS72y#0RFz+$s?fBwwz4c4T2VHe=vHh`uj`Mi=DNH1KbeXXX81w
z7|}w4ynoy<o3n?vGS$@wNJKqF=V+2$#AmKjn6dY2g8l7QkD*g4+$jx^VLIvY&)L>r
zmIGxp5CJNABKR-7vzt_~Q9B0J32_Db2(6?x@C0+QaifDtq$PB@3l+c<!;Lf>xQ}SA
zz%Eu10u+f8(r*`XGC~K-e}Qqf6RS3seVYC@3Z}`9yO=cxUK0ftv&}eh6-mCz5WLt{
z&YKS+X;*G-e7LArjk|E^Z4_GmuD<tw-pud_tluMCQa@ntUoXDysvf8cp5prMpsD+v
z6KCvzT4$Z1F+41|#FA8=r?><a8+dd|b>SFB3HGRCJ5nk4KSv}tXkeq@;8O5*$Mdgx
z)AsN&5Z#^Yo4Ma8rFg=~4^<3*2xJ9+HIg|MT_zNP6}LTgd)in}K@@fN$={r{eSBpN
zTh?AXR7+meFBam#g7!2TT%eu68+pwFBCz*uHNMG*d=cM*Bu+b1FnpF=DKiP5&BWw?
z$2q>)z;`4>LKKx`Qj<l$eKiwizobmmHve4$+08i3OKp$S%8^l7=6?Vl$g;|N5)ZC@
znrIv6Ia0|lS<i6(oPSHOE@gtt=y;je7DxX0;ps(_=<3?)x0w2%G%}mmS_8X-DoX^G
z-<)<kgnvUHK~ljsqxE*5@8xFYG14!l)X-w6llQk!-1F-aE#K81>o>4+|7JzUaMgQb
zp$G6@G5QyFjI>j>mm06Cd-vmFGI!9tty?1`L9{buxKl@6xQC&}^4EQi=pC7kZ`*`e
z71L{>#wyR3RUf`HKuFGywYomsZx0(qyuan?EdAP>{JBzUJ0%|RN1A5`1iLpcHs$w`
z^__}q*qPxJv{`;4af_utO>eWkKU9Th>U(bEz(Y1o?cG%;m*n}8oguEOYv#fOH`VU=
z@H{UDn@cQY8a#JtNCoci%{P(B*4MOKnFryhG$sFJHXtd6S5@l>VMgB%M-Ce_<=|h$
zRC&^E8Ms42W<A6da)94>IwrdLV?&&1p*zoC<nnbx$WLOT)xbv%aa&UF*7(RqxFWrk
z58rvhtdSGNQFi>u>zglXsE6_{YX~%Yaig8{GgNe0<F4TBO|_necx^CH%JADGC}n$u
z&)PIpTRuB~CsieZ^$b=d5cN|Qo?a{%_m1k;JZa9Rd89R>Id6C9^kPFqm|uzy{a7BA
z8?P;#>~-Dm$<Yc!FV{qyFnQssc>u<BmFMR~m~Y~=6Y7IfXS-)XsH1Gp*c;ZA0uT1~
zV}a;ESsu0sG*qz&E9&Qm%Xb!Qm^GjJ6SNzm;<?uX-$|l-*8<a{>Kw=(3hj0xnt5=T
z&|(vOQhH;G_PxzfZk7X$4JivsFQ``CL$xy30&$URg<IPUXs6(j#|?T-#8{fSzaGnH
z*WI`RLs$-E;+VJLwL!T`YZu9J2QD+LgN^oVJ<&6*$|g0ZsBZyvDSl$6SCIBGsEJWT
z{FXP!#FKB*)1kU4YcoPuBM!4>Ao}xWB<@|#0)BxfLMl0=1Z>ld=1K8N9?>GY&cxc?
z8c+3HAtUkf-c;>(ev6Yo{HP!v%6uOSy}X1T6^+}Ci^W>?<XZ=aAX>)uaPWBbuA-3P
z%|uQa<A`wF%)2^t2RKP7{iS{=UiDp#oVn`FoOz(?@#ci8mPlMLnf9C0s17J&fu(V&
zJlw8OTTxVJg;?l)S9?i`HwN1;7PKl=3sD@({bKRI8_gb-P^Je<uwel2gOvyrIlus_
zKyEu1I&&9x=lR4+qLWj3R$IZrnu|>jWW>8L^HZL<arYoCTjnc~PgXsYLcTotCFA-I
zg=Pdy=qm!S*RVh(xYJtTdc9tAWyFHSF{+cxU^N|8HgxKpjsi!t2y0;HyqHQEOO^`z
z`nX~KW8v;LW~99bpSCDAcj3dgAzjj=AW+fan$<%TldSPCeN;@wE>9ZX*P|oKv(kJz
zVWQ<nFF?`|HU9<}z~UuEhN1D@1nqBb3~rPq8ydvm_&qeDhirT2;`D1<8ZO<K-?&eE
z4ylPt<64IZ=>>&7fSU&RFaPe06449HryV{wdGDKmXkLsTCL-IEgOjgoY?KF_DDRSH
zqrTV)Hpqg<TWxIQth;{W-00Izusc75>2yUDnOxN^i#_t<>lr75g?^T5YdtwKw?LHM
z;TdZ>eSpBKC=~}YHj@X(xkOAMUKJwrbCdoG3(~;i+DWAGw2QHg9NaL^M+8}<KFW94
zc_<GDuiV!r70ZH8V()V^b<d*Up7r9!-zf0HfTx6Gis;rSj;D+S@{K_k^0(gArF_A=
z>a%h{@ayKE6Wk;2!fNUpr#ZG5GcOH(Wd|B}|7Mee=bGzkru$|^!D83a9NC`ejh&OX
zf$#;MKZ6Zl`(f1jm(juwY^8-x;<a&+*N+eN8PHRb=yfoAo7IcVN#`^Z6VKCz?Ib`e
zy9^hp!pp>;h*VZ*G<NcV2)`vr@<}h#Fw}6v-v~)nC5{K&$Cfutd~u(JDA^(Oo4FDw
zM`YMJo}afD_$wzBER+PR_}yGx%DQ`90O#;SjkHB`(TfLgjoei#Hn>$ZO4k~A6om`X
z;PC3w682mccqGsTW#~WXC>e~b<&Yjm#oV+qS}brZ6G%o0M<aQh1Ri%pqwZa7WjHt$
z7%LUv4)?J-EV*#__ZukEqhPDmw*;{roG+JP?&+YR;i67&@XCzi@pAI_=lrc6d}AY_
z^-Z*|UM(6zMz;R61~p6udmTTVrc8s{G&k4Kv=)e?Ixf?Lu9r<~)LlG)fK7ywY!&pX
zUGEofRSs}ifoHq&V3qJim-GwhRn%)6W5pt7V4b)d0x+F#b#8H_$9_Fk;82ql{p4*_
zt`NG4^7S2`Z{Te6;t3^Q`i_jn%T#+3A@oown{eiFjbFkybMTHt(4xIX1v2t>ivV~)
zeG0Y!th9&LyQB4`6*IYq-LGwiE4N^;KeC6TtV>q|*YAa29PSy-57%0~yY<8s{0=zR
z(YCy$r&R-4g#VaS37!ZH<7PcTge|L-j)F&S(6VU-vk^7~e>Hw_U;SI8X;~14{$p@Z
z`Vwq5##SmH(`|@#e?*%Yt2pWAi@T+i+UOom8h5u+ac-oJ9krgX)KS=wZN_cs8A1|u
zwcW%NF)!akHsmd9hYY|deAf&vHd=cydy6t!x5lMx)Y&T0hC);|SwLM&DJ<aN(0-h2
z$8K8s9t_wDoNy>8llDXQU>xc1OV_YjWV1`Kz@GF|ZIHv%o`Ugw{&6`7qf<^i+$|RC
z!YZ^`k84u~X!d>(9^rdnQBKxNnR2E$uvU%pit&8u&8wT7y3sTE1og4abiO`CyZGn^
zCpscEn6z#Gm&|C$#WQKw<+0gA@+*Gru43Wb;?3Wf+MxN-`4EkS`g_~v3`r9(usM3@
znbak{-^u1xZr7^{7DC%>mNvMbKI(0Je_esH>YCq2rbyG3(U2$lZ;<NsDd}71MLxe*
zI?HvPXN+<?juM;CYXYBokteXD*m4J`gL}G+$hBO?)ZiC>S9}dWDr>pmI2cv=7BkBC
zOqg7WXkCH9<(D#%6V70XY5r2PkqtdYP@!3Gxb*G0q`q=+PFByESDi$Uo7ym}gq8sz
zxec0DRFZDwoDq112Qo6~3D#-GO&d#EtH4UN0T@ShV{OYf21@WdCO_^%9}<<rWPMe8
z`Q}`(J||OxZPFTXV12WSlwYG)%}4b^*`4+01`oA!6SjY#j;^Zm<m03Uu2dV@!_QBG
zCKknmxqrN^J4e+;DRCZtgC|^%*M95KnWk72vVmcnVbB{p$U705LaCVWmPGquR%j((
zAdiCaqaRoNUVR%w&4e2A7q{h_j?C^6$eq8ptBwp*)w++RdBFDeH|2M=T1btY$R_~>
zsX77?4KKaP*Y6Az`Wo;G6t0(kjq-9WhGn|Aq0-)VP<vrj)TKPj+tc#T>0U7(gsvB|
zWoa7l;07C&^Q9JzJg**Vr7%^)YvAT&&x#V0LEBB<`e6^ZtEabTP2TD^QLN%d+I#ce
zv8_oQ@P5NhHoa<2_Hbzm#JsfOU7TNBU|p4aGsI8)QKB=+x^i>9^A1{HVkjG4%G_~}
z;8_xO%RPfT?ILjsO(UM6x>wF(Y#0PxWQt{Oah-huZ=(u0JU7M5V=6UhV^K+82^GxD
zZhOyb2L|h&$P%sLB%{juPcx~qp_Cv>+EW=)JDKVQ(#W9&G~Z`=xxx+wjFC+-)VQgJ
z0`kSxSji#%O4>cQqSwZ+1l9*RO9xftr-DsKW*t61nW(gFWiNuyZ&$jhC6F&UgmgZ=
z#(X3Cc_29!c+dNP@phL{aRhmz@bN){LvRb8;1D!0xCVC#?w;W81cwB7clY292>}KV
z?(PKl+a$YtcF()#x#zhb-Ve-Spr_?u)>YN@o6FCWj+MZq=iQ;d%^EO?J6w=D-87k}
zc7Bv9;}-JDUdj@i<KeaOBG4nCmomu#OO7|ksPH#e>l1_nl{&S|e1SsqATZN!^`*pX
zY>gtVrYT8l(fvcyxC}gDiE!rRJ<u}jeMow5Qs%H5TQWc~Qy5eHiAOScDU`-fIC`v?
z0MZvHei5gMus7O7yuoCIasW5aFqcg;RU}{fy{_GSnsE^<c4c!r83AOL9R0Qm&##t&
z2{n!snE}>~73;B+eFXhx7EMMuoo|8rW&>(v`&b8x;xJtu6sH}XuPLhUX^Xy1=j~k)
z&S0DcDa*LwBe}&cp>BWHTSPZ+NeVn{ZqC1(C;1`UO~22(6K|(GfLgE4QIO;Bl5OGM
z9&XT0AGDcrvo82}?_s1HA{=XG1e8fF=XXMdjy`A$!5>!=h=J+OS$j^*9)V)nc_$}K
zx!qJAy7!wXh1UDmR8!wk_o3mKKn5)oMe6bqO)-<4$^H^giHT(n0z#k<FMggAfhw4S
zBPCdQZzZadpSsd_y&zZbYMD%00A<Qs#B&ActZNR)UQHaGoG4P)^(c9vL;5(pV{JZL
z)*W(#@p=SYlEsvi?^9F;upN=>i8`>+5`o*mpYAqDCW~WMTRs~ed94GGA>N-(PP^!A
z%eQO8XLor^_2od2FetSPpuZj5;vG@Nzob;~!|O<XD*g4gFq`fWRvxd1M~GC)MwJpM
zS96;S9Ar2=usqF~2i(>fnuXC+^Gut3S<?Hy<IQLmM|1ACbM=>g54n6K`*~K=LE|JE
z=6YPes^x;5@>Tbnoh<mv%Rk7=+#1vy3kXd#H(gvf?rPoX^9W7wS}Y<v`*&1VuBT@?
z6DBxO@1|VfL8`IeOI|uT?El&co9<ezseE!uLilRnGsnJvo*lgX=mzBX<!Xa_);sp9
zqs&9d(VU4-a9i`k>_Gn^L?_q@T*vRB#cSiS_1TN3>*^39Fv!z&JfFee&C^AD_@whm
zK<Le*UJ`<^o8g>+X*z~@fA6%ce0Vt#5vI0Fv}5#4cb5D~&I(e2sJsH!yRMV0WuXu+
zV7pO4?vO8k2FeeOqZ!!ufrk>ig(6;TxF*L%kAfPKoq(t8R>{Q?e*b-}%FpIspSgx1
zL<E_Wzj&&lYdF$-Qng-O>j){oYuxq0*2X_aQiGR25g5Zxd-+aC)P=h$Ar*1`Vgz)n
zy&g?Mwk2cylQv`D+avDX*;l9zOfUXVn~Tb|9!qU&O>$B_3{joB$97A2br@rM4EIr=
zu`|5|!}8o`92T=HY5T!yVSa6-eUIp7d9d)&Vgw(@8PDCtqz)YL9{Uzs*C|9XAJ3Ku
z@uZmeDeB}7F22Vng45q+A9zu&SKEr7pfKOMcVj&CbsxKOpYGxw9)56Jboj7UOy(o^
zX=xdI>=)%{QdgOcd&%{l2jP8DJ$d|`4vlLPbXw<kOft2!q^CNCc@S%A^-T1G3q;q_
zLYbv~xDWn2`$)<Ne@+&2Es49g!uuBYxE{JgcZeRy?87d1XYQ<pFZ^I_^YY*S-X`4_
zZEOn4om=&ES@l-8=4VYMefnVUVs9`=ej6@Uxe~LsX`}t4n(Se%UV?u*)YieQJ(uJt
z^;Am@$NAJOV@{ri^!{DdFYJOBh8-IB$Y}J&GeeOcOW9(LO`m<LGY`B@%rOd0@7FFr
zW&szPqi!$x#q$$*c3JXk*#PgD%@G$_q|B^xV*n3N*uc@U42>?L0UrI|BO4CvdTKq|
zzu`HmmUB#f6OzL^GUu>4jm<uO@X;=jT->|Yr}BjPWt+c9BtBIY+z)iOy*hCMZ+o97
zc{+h4I^t!5nefnpZ!n+fZhmwp0^i9Dp=FxU_F}%fwOVqC0h#p)xOU+r?o^0)y1bJ1
z)_n>`s=0b(7fR2%jwg^-xiWrw@XpRsd_=0*zwB8))1ggSLq_Fmu#vX|w^4q>!)ap^
z30;dO!&(rw48O#oY5mY@9`@!IL+&M#ZgO@nwnq(F8?z&b=j1Jq=HpiDHt*`Ea0$8Z
z7B}a%)p+MGRKh&qSRKDCU;?`dYa?srdc472@?I_fV7#C3{_Qut`&-6Cqw7thjD3GJ
z735m;u}<|Bb(&A3&aBYl0%9K#BR(Z=H)p}de^4o+&_ayTM0U8HpG#lW|IGt&%JGvP
z;|pL3kGeRbG7kZf!}GLVql6*67CU~?&7kGzg2iwX$}hZr-c6mClWE3vZ2Z(i7XIKY
zYMv%=^5CR?Y;4FmqbJ~r!3c-7b#BO{>v>0bo!(x$7%G_meuyFk1zTJL`g^C7oPP2L
z=`AC~F`cBU8dipyS2}eJgi>Nqq7DY#gW{}s%<c1-i(6s1jGzzB(JbWe;r-DBk>5~@
zg(n34+*tomM@(dm*XjUY;SlCF_GyDc`gNuTifihdy;?)vI%1AM*vTAWB37kYvGQU%
zQ7^Tj@PvTilOt6XbL=Xtqv_ZbRwNr~F_GHT9P?R}H9dvZ#nPft@i>(*;E5kT-6^%#
zuUtM~#|elbcSBn$W=CQa<1EEnUJA)dQJsWJeQOtVy&|j{6_25OY2yR(9o@Um1-_x1
z(*L!_n3qgUF?N|COkf=Ejj4?LPfg+WrS0kp^V@ZVeu20Mby~nq=!o(pdD17B7Jz3i
zHBaEYc?i7%^ItA)o3+Wye-}&=!AJ?ANU0NIL&2cVgyuT=VUE{Pcl-h3)Q#{8ZS~Sy
z(v)8Ghgqiq%JnFGnkU%{s;%MOZvPz<lSX$)wC=gcae$w`Lvy>}NzH45APhg>_$og*
zGD|#owT{@8AS=;jaaUU|k^2=fOe-5(^Bs}S*BXwBFNn-+Y)@Q`=ij^E^<;dV|4tOb
zZCEjk8)UBP@w@oJ_(?e<$X!IAJZGx@^w$=$P+f@^F;l6T!~@03%kHUqMC7rO%kE=u
zVdu(pqE3PfqQ$Y_h|9<zSm4hT-`<|Xr!EO%90|hCI_^|R-4}3SjQynkHcSE&a%pKc
zbB^%Jy$P<dNd&4|_b@fy!AY>LzHNom1rb9l_IfpNXEO}Ksa~hf2Se`ObdnGbtgi~G
zus=BGcH6Q)J<D{h=>4568#;lGQBx|Eac&zCvB{o_wJsk!Pi;d)$&teUa+6)Mp+(r#
zzx9$V@ZAQ<a_95*@(|etZaJDk+IQ-PH$w%zvy8i7TWa>g=pe6GuyErxfp21LDRnUM
znj?3xpMUdnY(ekbfd-a$Dd;apx0CCR!KP8+avQ$n@03y!qBQ;UmSYY3`K=eUI66iu
zoQL`T@EfuqFT#+bwZ^;G=np4*zYH?P7s%(#O%Yj6rEe7vz7TQ1kYy4Q+S=TlE<f%F
z+D{;0K#hsBj|~(;%s+2G@*hlu5Q!2ElVgZPbxJr=t_ArHV3E_o9DgT%1w$(18$x71
z2iuLyeVEORk)9YallQMzVy6(URzXMjF}ELzpIv)UMAZ@9bw6of*tz=6#67?6AcLkq
zRVU?8ES<oN;a0SISUN*m)Vl>xmuDhSnGu2>$VMbVaHg4*oRk%<_q!WNCdWiOEtpZ<
z=bhRHnJ_SZ_*$LcFEsM*FunY?tDJhb`Y$y^g)qE&u&wB*h3x$pi=LOkjnTfVWqvsD
zGRTB`)y#b&;N~JTL+cm96b2__jlo2Rl_nHv4^4>Jjf)Qw`tR%JUZLQxbGUuw-(ddq
zq`C1#9*phYa24I#=(ix<+>T(#Ed(A5U0!;Vj<OMtQ4M>ip%<fTh7P`ocBGLq^I3dS
zI=$AtT~J<+?tc1`7rpsqdx@;$$}Q(f=Ua-v$qNdwyy-Z|wptt0qlp%+5TYJxfn?~~
z^}@I#&IBEOBKk)2kiEc1JqdK1Yl}fxF%HgqsCD#>fjvJyqk&aiS#5kTgVBSs$SP@Z
zSw)o|l-Vd5beETV-t_qgSF_N&>quv?+lU6eRJ6PbwHo9a^?^t?l=SO(Xd7)FSGf#^
z2=Y4GR|E8DnS6;ie27vq{Z9fiF9MQApYXwC6Hgb~R(BD!s|s<KM9i*bCVn9l@OSs^
z)ck{_N9CTkSeuj<7TxC^^Wp{%u%8{qVXsbK1OjUX_*TyNTs17~1P03|L#@9EaMKMV
z6G$rF-uyZUEsXBMw(}2{%JJ)kaVOrGZ9B+a5cY9Zp)D>9dSNW8o&3c)mOyF_R$gTl
z*C!MK3uP2i<7nsRUlskEwvcU?y{>fc=Y04885UcN_UDOcuU8Kt3z_oZ5<7>=0+%*H
zU|Gz6S@`G}{)A2-wLJIVq!YIPunmF5tZd|eR*wD$fC!i;|F#D8e*zGJCBp3g0U$1@
zYuk}XVS0nHo(yzjMuc3)uTZqgdu^fo;Hbi>NnZulG_1q%$gOc>-dw5Z6_hj=ZqLjS
zUmDnGX6(tR0^bl&dHbU_(dBA_Yx&*H{*{k6Z|Ls4U5Cf*L#4ob!vtheAu>EW7sFfZ
z`wzzg2i;{8@);}3cy@)yBQEmZC$Vw0EE6}SB=>mTgYOt=O@^(fjAa8Yc+xu-+h)Lg
z-+3$xHy)4d3(UygFX)ksY*@#QeR?{zFEFL&@YE$)vvxfH<l}+CzVm7D=osD1lv8ft
zK_;!BnhV55M3Fbwk;`a(<tWK@u4SnK^*Mp<+ryi8pwvf7(lb;`voNNQSN6Arg{J~p
z_j=nt^ybBHRnXL$epvGHDSo+i8N<tc%J+t81?Rp!e1Kg4IJ$gd%Z?~fq<)*{pD>Xe
zDqyy@iDo+TRI5ztuPkfEQ*ChGC-C*9PnB@qp%3>m|L1qVgoA%bvRbjX$tvmOrM@cO
zQ9!0@TY7M4_R>km7j0+CuI#anK%_taId+zv;Ujxf?HwGaWa%t(swo|Hq2WOOP9V`b
zG6lUo50d(ItzVxv0P6F*iPxxi`A`J=mzC_TYVZsS-6w7{Cg)|UhzcV17A4xe;zmt=
zC?#PoAp6p2g<nMrt^AT;ZKSYZ>K*FC_JI<~H;sFgOBN1YpFB&ND=jiqf14C@-I3i?
zCzK4^N}IIwxv=()bcesqxCs6NGe?%NE-&I+;ebVNVv5TUC?|*G9KVdkT&2ufVhA$U
zCCVAb!RV@%H7QmXI3Z$zr|i(nD%j1k9@(wk<TX<oZl?hUB=&8vD1a3mYd)Z2DG(V3
zGAFz~w!ph<6^6Cm{Te=4mGzATrfC!To(iOg3cK=E!n`5>)joJyeRg3af)kpfYMFy5
z*XqkJ4UO^Q6dgg;jYpSUS?$YT!)U5OrG$^rYog4ndKKuwgkp8O7c8+2?u^qNs5m;2
zuSsMon~G|x#}|_$FeXBOkvEW3FUFFs;cV~3AV*ZH06sc2HiNP5rvF($ayqs^<}wTo
zlVG+|CzX~q9etLd6yD%!*{_kp1yzR-t(~@hes<J3Uh}ICnNX@+oZ$j9B+uO(%{ao?
z`IXHxe}P$lF4s7SYKOh&BNqDb`!RBxC)d&12_YieohTw+nfE24ukdD$$_!fU6xU^V
z`}r4R)!K7!=Er7dW}i@2p{CF<+@jy?*ZFtx-7@UeTW?7{z@rwpeJiSSeu2t!gF@n1
z!b5HfI;BkblnfP~Ex>9VQq08E!kmh&9`5*RPU$0hR0s6?iJFrrF%kdL--!C@qo1WL
zw0n3g!J42iXcA7OGomf$hOlkYvhvGamOO2<n%gv+(y)o%#}&?%oCs~5UDo+grA7Dd
z7p@%iBW6;RH-UAoEE$PCxN5I&S-G`HwA0J<_=xYr9u?<x-oogpoQ^oQ3<=f;n>zev
zAsmdtJNc^fHG^$~uoM(DvH1GNNg?+u>{#<8aZ&nLaTB?MNsJ$Q3KahD{U!zmRCD5N
zRp?1yixR~{ZC9%QvJM~F{F0)YHlV96C=eSp7ynB&0jAFU2A;Z}>rHiq?C~3H-0#xA
z+N6-@n8VZcLY-{9Qy&mW%?vMvWlVr?!TyAZ>8}_6-fgMOkkh|W+1})fZ_{Vx!7%!Y
z+MfP6)6VNrXca7PgdsHaH>xS`cHTQ$%0dZ~dy*NWVVL8uwEft2Shq^|4Z9^U6cAk=
z(GxZ@$zIwz|KebenKD$k!ax@{{`-*ZBOgJ@bekG|LKZy?DF;Rf3%W;~=B3OIqV3qY
z44aR<`0TjLxATMq;g%y<6s%&W_e<D)6K^rXLJWi}<iZu<)B_5AN*wZF<>8J<#056Z
zF<@~z#qwezh08@>b}4aD=!iB;;fF{Veq*)GpGREl55rxfQe<d5^c{RFpbBH=h0V`E
z1s>g|y=^7zgG0$ALe6C7Q6hPVl3D^I2s(;q$RUbT^rrq)DZ1OFUK3)gU`kGUhRkKV
zsb*nOmNxiCx~Hf9Y;YO<Wk{!(cC2>3I@z5uz4kuT<N=M*NAINVA-*>fH|_U5`{L{p
zxS0H~*6V7o9OC>5e-NvRp1)wgdvh9+OSmq#gDUY>ZRL{oV_bqg{S@z>okoggzo$4c
zXb7Wx<AkvCwA&t++e^TVfQhdA<df7$Z!+}0tNd401Kph6Eg41KGDZhfD|QFj)uBF1
zo5~7$-m?@jiyy~qt8)%<g!A%m^ApJ^rF){XKM&AZB^a5jXyv*%Mrf(r78guc8Tl4S
z4up6+Ml=_YQkENBTH2PSEpEKHYADqBT#et<h_IgaofwTPJ}x-5)kMp(1#e@#hWbZ%
z@Bm+RMV~V>V%Hph$56s!1$IvkvID<h6k?<3r?;we{IbPzrAd(sM>nzc9tcZy1vIzE
z#fvRl3>pGn2j9x8T6;4nLIbs&RcP5T-rS&A=WF5j2<r6U+r(x~Y3*|3M_Cgnr#2nJ
z2@bA|^VJC{VR^D&pd^U<qzmLajzkb5z`P9)F+@6(+sJx(B(6{!LYIJ+jUDYb7?~Js
zfcU!c(`$wJ&^HQB=p}ev$BR8#YQpi75Ghd{nJ+t{2$q|(@RP4zg#``sogx-Ro(dmP
zDiFO%UXX_>N#JxbAfA*wNv3E&rSO!2XU1DQ7<p|ivu<;WQg&T#?pfYY%**(}Ws1DY
za&*)w9e?b?vZPr1O>@7|&MNC*$|gSl2lQw~<>pLFHZQSXKUoQzw=nT`@kN?RT_MVG
zG#)Y25s4DmtxJ4_cG542>}sOklq|eBhUp*XB+sU~OV{}IimN3HpKE@Ho502JL(7lh
zDV0^z`o3XRi>)ne$JO}M`e4U$w_Efz)5{Zj2sPuzZx*bsE+TU`)Wy*iQ4U8%EteU`
z9<GZ@#-t~Wsr`)nPyX5AVUlt`vPVOQB!Ys*q{OHi1O2{TDkUCFX=QuYOFgI_7H8C>
zTsTOCQe31CD1rS_#DGUQ6=^>yu%loXX^P^Y{Bl`iRcJaDeh^V;idXh)Rse&hP>bo`
zCEQ{@$1xw#=@o2!6^p-?sA#pl7cD7tJ*#e!51geDwek~^;D@5jfWf2>4;-HCGLuAw
zgro!)>iEj5jz(LRL<2(|({niKaXYpF*ZXR6_q``h<6pEgoarY)mOsCW*$}f_O50$&
z{+P9@camD9Kle=n&A5kAT;|xgeu+NQI<Ws%OvACT0Xw0@GwTlFp5>+*H*Ue+*V-`N
zf3a@74okZ#S7yb<)0FZ$jiHgd=`}wq?N4qiRqP#tkH4*?<C)*wTF)fY-BDzi#@&-9
zwikB2xiywKMjJ(y#)c(p-DDKu%{cQrCadD(Z3)>}B34ZQ-ufZb`J)Twk1hl9iibrL
z$9lDy54JTPsz48Bo9Ri~nf6a+^gIwnv!u|1d(NfVXL9clUUTWrcs*xKV6&__io5H9
z8oodAQmK_Q&Qi<yAjtSCM`NcIJKA>+pZP!lroQ^mrfkl?^tz5N`uSVb@uRCe7P(EY
z>Zc2Kh>fnAoraE_YRp_zT858`oO_Sn)XT1r7+slc$1H+oZiz*lzaIshYK0$$EUNd&
z2%KvPFqFN<Z?Ou9OS1-YR``MK&^Q5=6yJ~CR_y&bS?9_E<d#xK=Spe$p`-2*ON;1C
z(yS{O_JrCiiT<S|0q`rn+W3fx*&Y5b{diPs(04iPVUj0i(Jrsf#Hob?78Y+QU-Z_4
zn<Gl6k?+tl{T2p`XA@hDhuYVw4`i}TF%=nZ#zToGg#!^SUt;zNH>SJ3P_b>TI>u13
z-JCr5DHJc_920G#2Ui~wVpz<X{#~$K)I6pI6@B=5Q@F`~SA%8DqR4pVT4qpuwH^K%
z5m{e55S2SMAS!l1RF?lnWf_P{I}jB;AS&%ZRNDVWWf_Qy*K^Lv#=S%9cVj%7b$Pq6
z(Uam;KNjJ&D)nQx0mw7PdgXXqa$mJfQ5Kz_i(dQGB<z89yy@jdp`jkh<~?}&r`az{
zjF27=?B%X}GlPlo4B=n>-^PM&;kYa(dtGxwL!<3}-W%W-jMBY1Mju?cq4P8W^Bcgn
zncan1l^jko@A}y_vRpekU2R7fpMoBDhdr1AJ|`&*OsOiyNbC+D?526K82->bWJ)VH
z(PALVAN3PR;p}<JERa<&G7hWaQi)R#atBs779d)xRwJm&EwR~{6`9YyC}Edn(R<4%
z67(Hs)mTwcQ0#eMV(lqeYPfF{YJX@KP#1l+;1d*^FjWYWZ2R#`kB#xs&_=6QgOw4j
zPF7oO7%e@;;$xAG*1=@KX3aM6lVA~EGaIhX&KSudYgKh|O0u@)HGwpxMdC_0@f1C`
zD>!yoM;j(wq`iG4+&Ix2^=?ZYGt*?T`3KUXoNc_fDrP4C6r<eKDC5gRkJ<D#GVxno
zFDIhUPRliCRFy?~GNGnlA6z}E(SE*@d-~M3N$s1IHIT2SSO(1-^Ag&yn>0eB!hg=1
zTU(}8qhT4>Wgb%PNfBtXs5(#cm6eTmhWNGgS8@Rw0?J(2wh|3WdRn{L26m~Maw>~u
zt7CPWp9&OgV%(Z4I0}lMaJa9O;ed_&Qe>BE7=;c!Du=T;kL!mk3Ak@p@vP=w^@rJf
z%(9uUv2-4vv<?@snKvwKU`*t1WK68L){Yz2ZB4PU$g|K6D3?E0_*nUNZWFrfxL(Ym
zfo#y@kRzB%tI@`Kz{?hQSM%lJw=a1{Il3&RQS%=Tvk&^RiwSf3a?+3M_gkL=h;}Xx
z1tLc7RF|xRbin!GKG+Uh=6-|U0t@N+O2Ndro$h6MVPDxaB3X@$tGdGAw>@dctQq4C
zXT4oC6pBR|Rho5FEnd0x1~RqZzc!`Hox+j|nM6ODtQJ<1TT-$x`<kaD_50E1wMh{x
zP1xy<f}${dDXU7v^CqXnmYi-f`Ed1TeX7E^uRpwRpP-IkW1fC37J(bTCa9fnGIfww
zT#WO1?scDBxe}8{g%XohaUET1o9o;7aY^NT1Z}cq3fmE;3R4hi*ZI>=rV4Ss!_b^j
z`QI~ip3Rj-=fz>y3^$WDcZtMzlR-9EFjGMKU(m~`UeV(odVc)Sjj<DOF4FuBS?{r_
z>7)G}&)vO?rKhBixBRauvmaQ|LH0d$-%HEOtv{}MeY5HDHZ7CmRPsA*huEKckREc0
zY+FQ96sSfXe+@JIlB+rKTIBscVT1-#?KscK^e9jKp;KmRHz75Zy8Gm3<3K)Ljuu}+
zO69=FqMSf?Nj1U9FZAN^`x*hSY3-8QxK!9$0(q0SPVt5_vV@Jp?8A!bvc!MT6k#MA
zsx(F67R_#;*0N9b9FSyvouyVWxYYlhUYV5cUCqX4@Q#ZQm1Ede1t>0Ivlc}b&U-4R
z@+R`b8H0qT%s)+;b^8w9jkC4%O&7XI>KL(C4?4TOtXxP-rzz%{N6#6Q|GLYN2dwWp
zWo-n)CBt8KE@V$7-=_Z&_jFddcwGgx*l3LI0&TgU?!t`##*46nHJ>r=j{4yyHU3Wj
z(x;*%;fKikvi093bfdW!YA>D8!1&dHl?`|!(@Km9hfd4$PYwaf_d$BUO1)*NjEo(t
zC{^O9gq+^9iHn1TRjb8;eDWLkz8Bk5;HfC&wwIaAV{kzKV$sw>YYT}sJPd|e+Rj9t
z`S&nfeTha_s_YUQ<0}9Ad1&Tjwcn_W6TvbCeR^fG;rMR~`urL!ewNH8E3-4A)ysyb
z&(-N%F4XBvv)L$edYoDo<bNr!Ky46c7g>1ErDMJfR;u<Y;gT>AVn>ugo~Mf@5u<qL
znN5PGSL_PW_=ZuJ7}Q{a8Dx5tMX7+-eVH>V=Oh!v2_dPQ4POo>5zDW=bdk?!cfb3+
zs|Sq$b^lS5;lB;$uyXzTIL-eHWys3%|3Vr55zzpV?4Oq5pFt(y{U6Kl4`2qo`QKxP
ze}<iaPyTnz5Fm2@4odxxm?6OB0qkB!M+YFh0e;|L(h!gg0mJYw9thBdfBirJCj_)W
z03rNq3<BC7-~j@JAi&}Q79!vo0yZEZ0Rqt9U%(LX2?3f9;Qjy<5pebZ!4HrF0RayH
z4*_5hkOl!E@Gs~GAbtQ>2ta~>90)jv{eKibz!C(oK0x^cBtU=)1k6A{2=w;$2J}LJ
zHv~+-zic4j_yLL_U?c(nBS8H9<rd-K-~f^l5EKD!5ikz{gb={}0E`h({s4*)a0vg3
zivaWokc@zQ2zY}cA|e1Y2-t(-;^Kfh2(W~J0SGXL06z$Tf&BdZfWZg|ihr?04Gj%|
zNdyc)z<vbWMSuYW@I!z}{L2FZ>>&Ur0&*ar9RmEIq@*OkEdmrFpe6!PA>b$i^djIo
z0z4x?K>|D=Ko<fyBp^Bh!Xe-&0;nSZ8v^(tAOr$TBA^rkoFG6K0z4ytF_x5+0Kz2T
z4FZrOpfUoIB;XAKAfb?u5TFzSq$J=F0^%Y7Ap*!@MMVX`MFK?OUosI89RZ#ZFeiag
zNFE-Zw{PG6#Si~dhuGNIfJ_J|g@9+s$H!-8W(LTFfCC9Ag#dMEYikQYh=6JcK!^a+
zC@n3`#l;1{hBY-c00K!vLj!1#fJ+HDhbbv30B>k*Z4EGtMn*=ht*z_p>ww1yaEJhj
z2}qRyV)^moM}TJp#7n?G{L5+nUxC5@KR5U{%#iIrstjQKmxugM!TQhf-+#KHe+<+A
z*&PJFz~|q_ivP_!{l{+qSMDGiCkHn-GPAmcF<{|xvU2{*9em5q^?!E<+oF9a)#I5p
z8jRmsP+R0g9nvU*G-(cJs^fbb7!v7arXI&`49s)-ZC!XHvA=TWo#jfUKx5G$1-?)5
zj=?aeflKf+Sl$>IVd-RIA4<Kt9G)jxI(or3H2;v;Fw)j|#NX&xx~D~*XmXPw|LW(V
zl@t@nqDTAoz?GF|e*^)$=};1@(f{|CuNN0Y>@SUyH@p)_X7<6|8jacw;HJz?G_T&I
zYRP>rZ&L<%cHjl|fB!OHoVjSv?XxbM;N&pPzHZj<XjACzypcQ2_?fZPe)7Pq-&y}K
zE!FL3^M%^66^)Dy%N!)QrpNLpTK>5N;k?6qQzl8vg;9dj{9)g^i)X8-4b>b(df;d7
zru>4YfZ}5>qmfJG@+UJle{YZ0xN$NIYlzK&xAWD;N}P%6QT0(9<f$;pp_YS%pWRAx
zs)=x6NLvl{XlhFw6p=}SZ?(Qq_vU=xzarDCM#%v=dC;&eruf&MbMBGXyuH;$Y(E4o
zqMjhrk8$^Q_IKD+5(8dYurg_lwb@jQ`j8vf&*%RiPD11s^%tLfuQqk}yFS-FywDjs
zWAYep(R{OIU0RKNCH{OQAP!!8l8=}2+SB}nXPIsqzaVncsTGU%;`{LP#ZAhQw*+Q`
z&MEN_LNFgof-pany)WJa7Y~~GNSd!lI0A^6Sf&Re$6M<(e|gF73$;{$FhAd{?SP8L
z&7BaO$r$T9)L<PlxWjK|Jy`SSk6$y(qZPqtc3~(>vP;*qe$^@?!|wGkh50V7!jD50
z>ih8ALc>jN_6)eh3hDDu#4Hed!Q~;ko9Pwb03(a*S<OQ6Mz)%8T*4;J-{n@n2|)wn
zC$(MvCcl2dr=;6(mny5}YMfX3{g@ynmVpNeW+UxE%gr`$LStG-#mg@43TnRQ?kt}w
zB)m}kq_s8T7ShQB>T?W$MT^S!hfQ&yIw8B*hgKjkPifBzFfLw!3VHmsP@t?)3590g
zmTog~$Mt8^xWfAMH6C=B4OhJwyv$_xPUsqylLAyGQ*DA^u51zWg%(!VvlR{A3n=rf
za<G!YO|5&a?X3lR5^xYpC}>Ls91QN2d!6CuYuY_9%dJ=}vioKYcK9CCnQIE>6HHLk
z8y!y?4u;d`=!At80m4irQ%bs0HrINjqMvRKByUuHEZAyVCi1p!{R%!320w}O3>x%Z
zsSA1=8uT8*0E2e&26nhf^UvAVW)8<H(iXw!kPiz%p`-wNBbT9;*UnLfrV^-4go26j
zD6qR*(U9iuWU9D*Ff&>jcCWV9CQwEP(r~0n3g#(AnVdUob^7(2NcZ|jo^>-&zfuWk
z5?>D^7x`6Bx2fDUl;-O@P1}ShgljicX+q;$f3%qVRWo)GH6x?~7-Fzw?ywMzyoWtQ
zxjR%`+H{yPPTTie$P2wu=$g1&e_z$ytpq~bsch_?$mUfPUdaR{e*FvxC{14sx(ClO
zi=n(Vc#-@EYU37;q+;g@JPCtLrCz{E@K-50LAYS%9eqtLZ}C03Sd%Pd|Hs<3Z#L!0
z%@bYKj`p3D6{ut2QV^70%!f+bWCtKcq#e4$BbY-bVQ=ZsSRA@R-{&SVJq}bJuODvj
zW?PN87HGCnQhY-VCh#0%%4A8Z2f%i3Ge<9KO@vopoxwNheluOG4KT9VQ+emscyaQ@
zsQ}bK4F3G}BQyx3JuBQ%p!22c1nH96{0W}YH<<qMDo&@~u%+~zil~{{+aiY%XR9=3
zb6zgEfg(M0I<GOeK?^xPSh-qWw_=TS=Zu2o3e$gmtmb9n@>n`{#iw@iS8t|q9J;fG
zjpq9y?tQ=+Q{E+4WTuyKkqBe-Ui+KZuG0-b1OJBLgZFW**abW;P4}CWo4p$jB%Wde
znGvaa6Z#eO6pBV?vQBGttATT3dRxA=KIgr42H#b6vSl*v!x`mTEF9FI5Se)qR$okc
znNJIn=P%edGqa$K>BWQV=_UpRB1Q7s-Iu8|P(MHk<Lvd_P7q^~KlmzSvj)Jr_baWT
z!k1)8@Sx$B&nHWx9-2`I8zF$sBl4#zSp`hb+R2qjH83y!we>#u?8K<xd+O+5Db~^p
zOhR_=Y4(J{rd=4lm;iey;#^hGDpdVw5)YS0Kai)*c07G6DaGwO>vm9(aS7SEv&<OU
zZhRMV{jZ=d%TRJiF=#kUe-rW>(VxQ4${2}|;;)QDqaFQ11h#dX%c!oqwqO?48x@0s
zH6hdZ&9nN?a~{VGxbaoQGkh47?kN^-C{y#vqIyXe)c*o)hd?Hpt8Vaf(A^dd%!Mz;
zKQ6Kh8kcu(gN+y}^r`;#T{rYUFS3BLK})dpD01pI4scZ9a!xfN8q(eg^a%Iw`%|B{
zvb&7PXQ$OE7qo{!h6#&P*4=%z%!gKdGpbeWJ2}E0B{bJMcwB^6{&^^%Qp0PI)HPaS
zEaN*{>fhwB&|S})flLY;nS%ETWb#SvqxSe_<!lEnC)<cTaE}a#vvB?fhVcQa8xM}W
zhIJRGOg5C6PQ`ra`uS|QeTm~*qjVQv#rr|R?vsI|Z$N-_OF^G8-$fB_%?2{ip9GuO
zcJ(u5cb$($Y0XBPdp_cyKTkJ)Fy<#fEqsC9V}$>l8IrHd%owP_+RPQw4s>Dz{SI`%
zbrz70vL}q|q_c0H1#gYKy}$Hvv@Hqhmm>mlrVJ7&<aH;4)l=nad)7Z9IzBGZNThVv
zG34>jB(%7&5s`52As~RMNT8RVd3F1?JMeFUpxC_}$i}IHYt3e%TKVqK{m<Ylqnq=>
z_ooTj3zoMV8fCPxWV1Th0^!c1ec>gfId;iTwt|WZq{(xx$>%W`SX!7Xn$LU447{;Q
z0`a^zADRU6?|2G2UF^H^<wv{9mxVZ<Q9^%He0&du@bsNz-4mCjo8TUb5>g}qF>r-w
zX!uU8h)*x<o@gECR3l)4AZ;xi5XeYLSjU|P*YrNo)jdV8@fhTfCUrsc8}VJ#-c@cy
zgUvO$%=jmkAfIyUfPPg4VpkX3(m#`Qp0)BWvHa}$?!ysuN3e<VwVT=OZRdW)-()R|
zbU4#ks<CaGYB__axysL`6wi5jag36K7PPGpCu{`N4E=K_wW*aF(>9HG(aRr;GPTm8
z@bm6uFcvCf&haTHW4E49^ErX0gEJp~s56v)igr5odIX!Fz~89)o;fO!bCY4b;xM%r
zgv^XQ94uAV@S!w&i_hWjV#M+t<4o_pr-S-aD*s&4Wo;$@`Ky-3ynVCLNBL`?K^1~5
zQHMuoeeYUT^Pyg|KUdAXe2L}B<5YREA_DAb{DFt4KJhJ66kgdd=DX+$tUtxRK^c6<
zE1S0H!26W^+36u7J@wm%ga~LEhwj(^NP`J<#JZ<n#t%^c2q$nCKx^>AmE@GPiXY`H
z_;pbK&~x>H479~(ctYGm^m5ggPg9?&^hBsRfchFJ|68zXp>&<xLuq&fBnrOFk`x@K
z_dxE=Zzq?|R3sOJP8~N>!9;s5xZ9=>4PI`2@gbzxoK9<BE)LOul+rEOG!$d+9}uf=
zM0pQjZnDwW9Hx6f+7_R}|8R_yi(!_e|9h~wEd@@^yAFA<HZk*eUR>#HR(3KV%OrS1
zO)VNY&P_P6p)l<20GZdv^0_w6=UK(hgX*03rsGra<*EZ>_gpDBUe=~4Bc8wul`-%A
ztCmqh*FVJ1dC2??zv_+p&sdx)$tHZfd(zSz$3(&YTaRMdnS13!=Ly9ze<un02ptE0
z{>KHd*YmAFt50Riy<S59C_8;Ov$cr=xAy1Aj9%yN2IXvnH~uM3eCr0VQLz6gcHw8W
zLDrleo15L?idN@)(4#kc#D>!Hu}m4uFM!=XS9EEaUbiE(x~DpfPkUTZ^@nBwS?I(o
zC@|MN{@Y`!fAd@ccBa=E@(cLZ>4wa7>W^)ckLb8gc<cX6(vRNG1C1H>T|aGoyvuCB
zB8N{J64s;;5KtL=60=;~`p)S-)qZGy*UxLrdpf)OS-`#aVoi95Fw$Kxz3vHRR-{ES
zQ{qoO?E~KTG5UDF)4kSvJ#~s5J~DOM*LP~?an-K}5eL^+S5$L@`S?$UE5#~De@;vf
zSc{L;NW(rV*~@8AaBQtZ9gC?Io98fRjEs{xt()ETj+cPSZifZdGJ0k5aR}GFof$=n
z;`Y5esPYvYXb>VZ53zv=;XU=lCTt2^=wN~Qb~*N`=MBmTF;;s#J1LnmN|li#PaPb3
zsY4u*l_*)>#lxx(<Cbwn{QYF1!L26+Ura9qVPq(#7z#X8S?z)U_p(PjURb^^ef-fZ
z=km@DmczS2k6{E7HVb0hueRn!96hP6y-@r$qVjS-C_+R$Jq!9fL7zjnWj1Sj<_9a5
zJ-9;s7V=c3N?z)g#}FQ_t8gH#)f)6k?xZi{sk{+9g^XY8e<~A2=jUZeOLW!25jH{u
zoqvQe@rNxilkCXrg1+lpyFbv@G+dTiGyC~y-uapWoy1H8W*=)w1t}7V7>b|NaKMNM
z!_2V%dRCxXqxEKy>+FWBgQ!VVLjK!IrsqYm_(KHyl)Y6G#2|w|esqSN7!;?T6h$(-
z9Y(oL$NBbj*1MYH&fgLrbUthY=PIHd)X$Cf-2oMsEt3mL#{y_}4k%?T1hPgh*&DZF
zUT9>mG8qzQy(C=cUSXV1clO+a(?W21$1=*Xz2yxgs>eZp5W{qy`2ghp28tJ0Kv@?n
z^xP=+T=+Jj>fY-FF2*ddbL)2i*_EV#oBT_ro53SZ=wn}*6pCJql6l14tTx>)bclW}
zOfja*<i^{}@V;MTg*kZU*92*)%FYk(y+ZnKMO{F<&y61vv0zS(sz0pc?K&~zhvaMP
z=iTyWq8{5#UerQ654zEk(I9B`@)}BKSKAzz?f3SrEYS!K%MPsgdKrK8zHB>~=UP8b
zj+!wl{5^2|>!KEK2LVAlnQx!Oef09%5s8l>7zLAX{ciRx*0qR%<M#@Ab;RhDMv>_k
zXfw<O6F$M~>;;sU*W2Y=*v;Mu7rv?;R2F<kJg@N>Tt#{U`>BXm(50ugBtMUq?V`-d
z166EoQPfPVi#9sh*fi$ZrauoFxu=lTr$s3W4$hFv+JZ*RElzy}%Zv>PU!36Ww*|L7
z)_Bb6)g&6JyoO@OR;PDm9=v4Xu%yK}FrT`B`Xy-;ACk$4jkqE_ZZu?PO2iy~eQ=Si
zF5zv@f7P>4Z`E}8#p)N(Np7s@YMlMh>In3vZT3RC9uuyfgp36AUp79)He|ludTy7o
zxwCd$q{gGPPuLgmIP4=6@O!!0(nT90GMz&EZf6Ulm{7GUb2JTdDAkOgtZrsC{b0X)
zC#0gT__AbIo7q1yaKQ%!QfNt3a;4MHuX5|_LuYigDKJ~}o*iUckJ55_PgB3#HiO4X
zW3*?a1%h@kJnc~E_%L)lU$9NGiULEdZ}gl^M7VtwiqbPruU<D;-Eix#zzvsGk5E1}
z5z6#KntOqwAbknJdk0>hb9^sxpfq7AP;qDmZ{-#76F&NeJIiky7HEWj=Cn(BP;$+D
z$6?9ConBCE&tx3Wd3m!aYZi)xVa!Ab-p2|bNIh9z$$H|Sz`Pre4Jag?0CS~|grO3q
zsxZxzkJq@LELZ~x&rJ@7@mSfzAkxpq9i93b0_iV&!zo6{R80L224p=!53syg;hP_S
zynI>XeCaqzh)T>-*$I6H{ot#X&B{tvrLS#el=Czs|J5GcGT0RSJ#-FE$goHl=pbML
z)z$I%`7EE*{Q(sVv6+5jHk&~c688-T`X?Y&OF-X7$#+%6^b|<8Aqf2sY%RkmM+D?_
zY|mi~=jw2|6Mj75qD(aJHPf}%Td@HvljB(%J>Sn&o9Lixz=g&k`Shd!_ZqF&5&h1N
zgHUjxKY0YPpJS*rUR)I}6LX|z*qU9(sMZgSoXzS7J6$9?*s84o8_dyQ#rTT2%I(XF
zY=^0s<ss_8wPvD*G_PSNqI<!sxu?QB2ln^o?}w0jNHq%FL#v3o8^wq-Bcp|rKcqEH
zg}FdrNuQ50S7diI1Mwur7{SAN#X$o>lCNM(sT=D1m^v-|1_m@_G%~hFY_!e-Tn{in
zQO&v{K{EY#jD?_>_I%^s<IsH)-bpJhzLzC4KHpIQa^vruZ{ehm!FNJVtpb~_^aCfA
zG}7dDr9At+i<e|c0qdH5Nns}8(;L6*_tYFTQ?Oe+a7D!*1vT%P-cd~AsYL?W*rLyD
zpr$a#yG+q#up#B$=NueDY%d`z1t{`-+0-L5s<l$oHFqd|#O_ws8aSq{8Q?kw>h2FD
zLLtM`%MebJ2dL-j6AO)e7m$)J;<1+nZ`j9!W%`i|2p8V`IY7VJ=h*An&KsVf%;AVX
zH=Z+`N8s9@OTqP;Iwn%+EfJ?%jXy-YUeI$+x*C1yg8pEn<(=SjR$cU#&`SszoZ9Dx
z3iP)o@!&A@o0Tk2ko?6ThO)j}VVEinXp2}L%A$j;v)u)Ma4Z~^=L03N2FE-2ni!~Q
z6!^2~Ir&n^{7CE&F5qYTYV@oMmEigu=;Zl4O<11Po-RBewVvL3uY27k%$|%_$DQw~
zcsE2{>;c6E22`d_r(LujP9uOkKM&Urtx&Ah5<>IE;QOLW?%|hg@rN(BIGZ{r^CGPt
z{g83i#d}Q^WLa#`!aoM?*uBcEC%m9epYH%g`N<o*iH4xW6FwWalcR&aHC$PZ#1!Su
zvjlfO9DJC0?1iFFOkwj*hyn&CUVw;iik!kf(;`dkdUJ9SC1Km*62{*6!^N{DM>dB5
zq1rvRJt+}}0$KA35U1N8zQ`Y>c3=h00cdCL<SsYmmpNkEs4a)l>;<3i$>VP|WydAd
zkt6v7_Mlajpo2bye=UYq^xr8Yv1`86>cdl`LSG>%1xl`ZqM9aCFO#qx*DP^c&+N4(
zFHkob1zzd1(A&{n)EYH<57pSVw7K4+5j;0D21^RM(D^zRHQrE%C@E`3IS~m(U1xRk
z6Q!+73QTOe1oJ4M$jp4;*|AIM%X+e9)-NBzv~t5?k1~kUYRU%rr`xVD!PtL#X66D=
zoV4@kYktfjD!ht%3P$m6Xc2@}H@<KEVAEjkY$Or*0#(1hFdzWS3;?wq5eKIg&1r4y
z1^dC@p~!8sBs)G)^8+{HOhtI7ug5_9!G^{STMq{nSH~QZke^0>WR`fJWz&C*LhCf1
za$4)iz*%`ZydH2v<b%~j^%5AB%DR4Gjbz_RH;t}<9GUG7MGs%KZtqY(l=OAXvlAf>
zQ%=xb_WN&ZePTf^YI^*Y+*4Dq%+K-f&tsslU_Pe+rzhB@M2~V18S<ZQas=#m9TI4y
zK;|9HnGQHKjifAics}LiB6cA|o#llJ;iZI^;>F{%Ev(OpKHk_SyjCku@?-hY;%D==
z<0Ct|h-dJvzi?oGUV9eONKWf_TNv)F1NjA9bqMPRHi>Hj0&cpy03}WfG%oLil*6>E
zEL89tx_xLXC4NC_4o<oYp7AERK|Gu^7cJvM(bC7@dW2<8aSSx`$<hk^&o!FzpMe-y
z543`8u4kp3^f1;?kb#PQ+m!Tne9s8J`4H*r8xAr-zKNuw=+Ch41bNbl*1S18n+5N2
zfM;zj?iont>5ql@yo2qbezOk|5x(M>)<QQ|C=tNN`j%G9iWal@xh5L8A=2lot%wX>
zqS&>v7u0G{UJ7u&KgeS*J*g#}7E?iqTx}<>5qY~W!tqPbj+cdtdJ7f`hFc|a=pqz*
z)DvpMA~dOt?CHy?-0^Y*kdG`*NClT0_Psw|hgY<~b1k*~Ow9jNw+k)csZdUS7iNHO
zU<!n7l|3R}KDxI)#_EP<nGCf@cr!=@WSj97{*(IypA_Pb%~8hndm64!GJ=(I)Eo^A
z_P!{|$lHn;(3G&UpZGf+Aa5l~_>kJkfg#sGzS%<JoK5I;vt13sR#4ePX7upQr>?IV
zRnq1Mbs-SzUc5>DJRxO7kP5x$Nz{}8#*V>-FIELeg~!e_QszyHyP$MJSX7ev45p`$
z>^s_pG><lw+slPUnfzP_vH*{z;m(ENJhCdzEeO(t2s%y9w@i{CGyTmxBs%0Fk<#Q9
z)J3LlZ}BvUN#~?rV1*SBc%X&MeC%rreTax>{&)wb*UND$Y^edac%LukZfx;3T?slX
zR)DI;T>?y)zoV9buC23uDcH1YJMlQ8KMGcVPvv&~tk7g_FDMNZZW)qM5kKdMW-{-w
zM-taxM3jaCE2DS;=<Yk)<DP=JG&w0D>q(vdYVG7?pqWxAI(W3Cm*7>eCWTjTfqdJy
zkJNFWDD_~Sd}=%&!G&Wx$YxhG4uR7ft$#a?q`94}gV*WH9&O(_Csv`b5~J19OC){k
zzhlQ|92eFbu8aW6GqE_aN^=zJz&i=9*+>l7+j03|ds<5^1=bJyO*u~mD-Lafwhon`
z`9=X62Ji!^h*>%(z6qe2f5j?(F2lI(<cbHyzc<veui!6+A6ok$OMs34bDg1LFe377
zxH_L1F&?G{yKejCFW5b9={i|Gg^~uNR=2a*jhA;B!2-NhMqDKQMAA4MZ9c$_d(ds@
zPfyY?sW_6?(Sx2s73Ti$Bxa-by$t2PiDMJgSvl7Vppyvaeq%1$vC?L#z*G3D#pX3{
zF)R0QU<IZ=>I+Udzqd|~KD_<ZrNRg`1xqeqbf)k=XDA$EyriJmaz3zL;t=~y&uA!7
zp4L+c4kYO%1g~akua>Ojw+ohmyn3+CzWBCqi*&=qR+m?Lyb+xme(B?Zm2xAY_0gAE
z@ntXcd)fRSh(t(e8W0<MVtfCs34Fa#?)@fQPazidZ6yn_V>s$Q_~Utc2ipRZYVVgP
z_3{&HY|lGWAJ}2HzXNx9B7*MySD@I?`>4Fo7*$!(s=P?}GG7<1#>rrz(Fxjwox(%g
z(eVgr+Y35v!P%k#lYP{{EQ}%&tB-l876V$*n1~(hy6>68+jnG8+`c0stf6e^ptP7R
zST-SW?8i<zBGjGK;*U$CT2P>G-Uc|XhDCE_KvI>-f+@jM7wjuS4MZ2Ha&~IDdtF8C
zZvI<u^+^YpAymZrzY6!aPnx7?q)5M9`*Xg@)2V_chvnvma>#1WO4GytK;8ShlN`+R
zX#{AN5;`HS$H2rlek{u6E}@hx@h~XsIzlQ=h+l9Vn`Z2Z;m9=3O+?*c+p|53mD7dc
z9JZm<`ZbiUSk$WT1!e&3cnv;SImRlc#oAnI0;08R_M=UZ-*@==Vmea|1@vQy-H&p~
zQ`z=Pxp}aGzW&$gIh#&sc;30dlY(^=_NZn@Vq`XI>gOGCK1850?%oib*d!8OSV%++
zV<xlYQF4Avh5&o35s}$hAl6L(y;~s2nXkbBw-tzIt~)|txJlJN@}bj9Xd>h?-No&>
zdQ#d&;gy$f61zv^V%1Yn)kIH9JcqTW9gu4uG8sk3|0(4q^q9pO`wBn*P{JG>@I!8;
z;+1dWw^pNTf2CTE`vV4opnx5pT5rEkIx)^_alg2;OY9JC{WTsVrpD60_7Z6Ybdvoh
z9LaqwYhvHW*|;9!t5x@Gmf)N<1nLx-P_8-(-j0NC5vBqKda!5k>6rw5UP4~bKpxwT
z{j#I?9y;WmO{NUeE%G#P^1=Cb!E=3Fyc_aSSl&GR19L)Kth^#R;%Ti_Adb*E4_kYd
zm=3yq8cYxLLLqxMBy9V>|D!olX0Q^J1@@o290%K|SBvkz`>Lw>avwYFEDR;UOlP9*
zfLJJSYtSRpa;cR<nGrqBLy&cpa}q4Yx}k*?zTm>Y&{J?vKnC()^#>`YZ#=ajA3MMJ
z`EjK`x#_Qfd41ryxX|to3dhr`$d~D^`6Eh!-zrst-9&&<EZJV?&JZ$GG|6G5Sx5+}
zFO`p6w_DsV1(e9_cJju`HEbf4H$V*r0Wmbgql35wJ_;+K_w_)>T`p!G=)65kE!HCR
z=49`sVkhCiQAgYfDF#|*o>k2ZTuozc!4z!U_uaG7f(WaDnN)8T6kT3N-&w1aJ-x6E
zGZi4G28NbnzD^LryNONvOb_D4Y2q4Djlbhv<<Ig^4gMWGUT%f44rQPB8_PE$2l9ht
z1$A>HJC`FC80xf4h{~{!L~D%)CZJ9y^oPS7Z4(gf=*Vzsxv=c$7(Za9aC8&#hPvq>
z+7)S2?yAGE5i3>bt$JT_Z_B;p%IorQVJfZm%~wIksJ=mxLkY9*bPHOsUw$!;e$oJb
zU8bvJLKr4`E1H4*Qh<ZMCpd`p*pD5eMEN3$a47(X5t!Lx##V%_Uq%sS(pW>uY0ZB0
z7XNKr3$&3G1XUE>MAApV*hvz0LCrf3FBribfpB0BWc_oHw|k_&x=)t^OXb?U!U9Z7
ztepfzOY4+C%sr1egxtTn7)lSL4;o9MD!{#a8`BP$KH<W-!LSNR>%Q={h+;cbRdHGK
zPVllby{UyYOH7nUOWWXDYCIlboFP2gm>;W6NXTSu(of>a`P8-agZ3O&<Ix*6_A^jn
zZ?p!?QLm!fu&m($P3@YQ-wo7!dV=evj?(*We`gfS?CRh4LojB4Pl%U$1@jkrm^ng(
z@qVKmg1sQ>4gg+d^5^b8TIdV-p0mtNe*Uh4y@oRPO4xX3fr_ifyYp2BHVv+_E;_!q
zBqIkWD{<|L#kv_UkR`Knm(NE_Sy$A7L9Xo}OJA}s*vPnEqUL^ks6-1bVQ*)f;JDbA
zZixhMSf#kL`ZqH}$YKRP9hsQ`-I^JQ@XMr!_dmyHAzKDz<v(uxY4i=hX(rl3(SNMP
znVp6k!xU-F=A`~nDtr#!JA<cKOg}}zF`n5Ub$HW{!IGKVOVlBqgd@tYfBmw4bcV5q
z6{Vyf;>b|$jY`{zx8ZK5M7j!9Ots+>CUxN}wquYsaDXu3;FMPQ!GyL%*7UvPw+5V0
zE}{@-^J_WabWUnx;QJwU47lLh@`#qOP5<4D@f>X%hkl5!?b}V1-}b(vVpM0ch#+Gc
z`lfK%eYw0#-y8pHQpu)Yt=M&y{(Cz;z*XV%a!sKOH5HrCZ$gN(dRIJ!CYmU?#W5jE
z1Y|u;8z;swa(gJ2h)W91T$>}SJgbaK8o&2<6g<o~QA&VuJ|&WLF^BFRm*SxQBf=<6
z`ybcIQTda29D}7$XEEip4}9iwN%u1G&gjDq3f!+x;T8SaHC6C;k(k#I*w-+y?1}=E
z36a~$nTLRG4>0+pqYr$og$xM9VR47Ij*>GRC5d+$i+jwFcMDx+7V>o!=se!+T`Oa+
z+eLP8R-YUKgR()T>*2CPc%sWLh2*!y?D2}~<LEILxf(TUE5O_zem68AF$ql60AtQ9
zPqNqkpYl*7_fWJ9*n8!Yv5_~8`Bw{T?NDE|dR#2}`B~YoFW%{M`@;6ycXw24F|59`
ziC>3eqkaDprate49oXG(_6wMGGpz(Hv@B1dz|k`{x1IqM#^xz_!iUO_>BvJwzzX;i
zP4>_GwdMlkl&&J`4_YllcvK~2Wl?Cj%7M?rJHWUsUXp|I&+#tkJcz^^ioZ2~H#9l1
zIKpsxip&M9HRv=rs%*MJ`~Kin1!$7n4rr-;-F=l~_M!d7W}{a{`Bwt9%->JK0-4d>
zHz7ZdY(@T5ZvBdI9g3`7Q8=4moIlV_Bo!H43+vGRRs~rj@2a;Idy`+I)K35R=moI2
zADBysfQ>^L@-8p|o*D?m+*6E#75AIM9tNd33MvXtiv{*m_`x0+?l;|Jlu@c_I7nz(
zIK)=TOSOV<K%>{p+g4}XoAhagsz{MuhTNt?6VGWL1lun)FR#hcTAAhUE4&@gfkr`m
zGI^Ka^b~)83c5)gYAB=ROio?v&_0n0fH~XAi(SvbBeH!d<z-0xJbsVg4?PHv05aFK
zbe({8i=&U`*4E4rsV=`@<vCW+sjAKZCYbHOd>1DB_y32lw~mYQd)q~4KuS7f=oUc<
zrF-Zu1(gOtx}|FvkdiJzK}wKTQjqSBp#^D>?iykk*bm?D?|t9B&)Mhv0UwxW&8la`
zeP7pgul44pYZk#K`R1A7Q&}qcK8<n)>0aYTkn7GDjRr+Fx@;1fBv-h3kf`uau8(fx
zSj|iT3oN2oLIfOZkn`+0F_p#9Ooha4;-&T!IXks*I>5B`HGzme^@uDH;L1$8-1%hy
z0HcfVEy+~6SW`WdQ)_2x_*ew~(_v^8d22iO4<d9G>`&)%^590HJ^l5@P3ns+8r*~?
zg~?u%a6iFlOeT~)zjau9o?5@r9HM(t*1`gq?Cb&10iG;6?>F(MbL&uX7e3;>8lQvN
z6#%U*LH_(E%oy*dd&to07XUuP3dN0)<XzvUi^RP7`{Y_}y*%n7I8E~vB})SgU1nUJ
z^-`Z4=iZ@$VLS)!9hfaABHaXEg*)KZ7V(e#Q(sko8RXb>JP!6RcR1_0eF$z0Ga4Sg
z5N=(6UP5`BIFoV_oF9i{`pSxS&Gt4-AUG-0^^fc@`&md9FqPx8iXga9{AHnl`HLB)
zu@ank2lT(R_gB$nfO8GP<bz|D0?gglu9mk%tbi3^e}#SpmGiC=!P@%q!0h9f6-oM<
zkwrE~D1gq@@hVsRTe+=YM^$lox=LQmc}3(gi&mE3mUUGUt8S!KxBy??l`bA(e7I6|
zNB2q4qgYnqfBy0U(;&jW_7scsl}g3D@)-bOebOb?=3Y9xYwT9YU4DJE25ViJQqsO)
zNq{P)N+Sl*9eSuH4>T*E!AsmQzhk|>Dg`j%?U4)Tq)i->=M;00JPMkmZE!IbfR8T=
z84JLW2{j&_pQckYvogL5?7%vRN}#j$XFe*7#+(A|F7UnU9!g=c-3XWgG0t_OwaZM@
zfIrg_R?Ow-gRS3YrHLF`CBQrIF*w7>EEo!NNvEL$P36Z@k)y^=sw@RkcWQN$3)s+i
z%TY1T^>>!*#Ptv`PB{UOpX&>MAwu$8!cmBcm80x0US(kDonaMG{?qw_A|QtXShss;
z#PshRm>nz43AhWM#kqkQ3}D3EK7_m02RS|k3XIMS<f?B!@0~sS%&WYQpLh{$<^Z_M
z>_d}9lp;1zop*QD0kC@uF>`r3>wr%Njj?(^G1?@d!YW4mkvsoR3XWH~C_&2Mr*t4{
zqx`v~%T|4vGq_(MsLwF5tx4?s*)N{}oghpMS&Q!?Oy$z;;Kxon?=f3FV=*glG!|}C
z_2{0)d<`7E@%UGIkjFYzYK<{vnsOD)P!NktZG>Fm^RSg#l1%~nZfLtKSS0(Uje~=T
zRZt;L2+&<nO#5-fbV|;KHLpWLV>bZgdactx_QUic%wxP8-2pOc`(3Nyys*P%zk`5_
zoq>a<jhn0EA_!YEQ~0hm+xwjZ>jJ=dOt5cj$<yueG59&6x9Bn$jK4Cc>z1D8Mh<v2
z7UrhDFd^^ZgY)323}2#Q$ggl$_zN5LG167;a@`XbmR5-T3V&LgC9h^X_+^22Qx}5$
z*}@(6Axg1^0i3Nem(R$5H&D>g9|E>6XZRRNF@)3Hv(ah*BtuR^eg+(b)N^(jY?FU)
z8NThB31q}m6?2BU+m#Dc>J+0mHx*b1+OG8nFo4x}E}y*&Je8mItb$h(dg1~S<?x|z
zQVsLPY|H^>i~!@3=(6``n=BMMk!an+w6LwNkMGxRm!;<G!!Isd^OR89_>B;N6MbPC
zZ`byaG^?miLnD)t>)R!$Xiuq&wwQuuHsv}RFS|;B%J!rD8Qkl^87La_{#$6S{<>e>
z2JtO6lAp6I2cWf3pWg)mhRrXHn5>|0|8LPoFmIvE8c`7Ugr(9{<X-G?bM|%ExWVEz
z=p0Lf$7n-;y~DJ!`BbMBTqo^6^;m#10$~6FX6b|4qBgKu(U~Izjr1ppwo#9LLkCDR
z0LOU4dfhdn`msyvZSnqZz55r`1AH4>w}70lFtj@)E0jxGM0&{4ZX0aIc{w8{d2m6e
zI@;E#`$pE{D}!{J17K7C{tz5&V=pNUz*!LaVT}~ah2}Qj-Pb{Y_M2OPeRwDyi;PIy
zH9ZYY!1b+8%=<Nm{9uOt#oq1a9PlnPQcf}9!pUJ)Ny!~{xMx_BE9y0D?^^b&S3oP)
zrg}q^EhCYby0R8P7Tmu=PO5=no>YMK|CF2rVfK^gc8scdk9v>aYX@r)JKxsdv>}mO
zS6h2~tY_A>wc$$Z-%}c~V-O5gQXUp+CUTqtVXp9ZLGO?9BWEX;K;;xZ#4i8Qs~{Vb
zq3J8c%g|3E!ae9qi?OXg@IP|-e2>qtMkT&eWcB$N{AYV)kpfmL!3}mjI|&}POF_PS
zM%+45#<>U9K=+Ul>HX~&mFnyIOkK*_4Fsm-N$c|XE`5#N*2Hf|I5oCiwZB0io|=wi
z0GpryW46gi=YPE>+hvW!>og;b1#K!ao5>QLe*oh`6Xzi@tTtLZ@hUy28QJJ?<@L*M
z1rK+3rv-PBzzcQ+LKEBPj%>wf%=wPrSx4ROXouu4ul7dXzd6KNf*a5$n*NIY0ZiUA
z&}LIXQNjZO_YiM6`U#(Vmrv3s!n94}D;b!sf^UQYQ+OAct1TbbF)4s)A%%ITnc{r{
z=*ob}04NN;^7e9OFZ>W}|4dN8x<dHC0_!9tFnH2n8(f*Ca(1Wh>h#MtfCIXex%_TK
z>)47+jc~2dwmJ`0%@@JJ_jK$6VIG}|p_;0e5tFhd07SI@hq@mkkFC+m`Q!wPyBcXf
z(L++!0N7M%i@Mx4U$3c)^d(l7LE+DRyvu5w$ABI1MF+S#J+t<9wxo*_E6YL~ST%^H
zX_?t1mGOt!rbyiaq?Fp23>3X}maUUkYj&-_%UXb;_Qp)hph}3d_I<0gg3m$$GM!^%
zMO6RDfOMwsR{4<b6vL}vjtmg3QwbN#f_B3%wu@j1x~GXr?j@3Rhriq8_ggXFLBFfo
zr~{fI?s!+whx<*hg$!$jIkRR<f%&zy1lr{CKpY|i`9_VqM5KZ7zmBQ+Y6LjQQ^pcN
z;UZj!53zhi%<OUFvAe-F_|$Xb@dFQS=f=+#kvM0V2Efa^0)NNnc|*tKDdy}asWdKp
z*Zuz^KblBaI{H!$u-dC|nTQ+GP}Nw=J`y4(a@-L6!fxi!JXWiyu!MeW7jkLk*9k6g
zSsV3ka3t2)m!~xA!6at%0<(9EN@doXqHPN_5x-`K+#9NcA9IA>72-IRjvgxhEkqkH
zD*{UH$@blIC}*|*9_-PXzxA2h+o-#j$cN}ev=|_vrIaQybctQkU@tq~#MHL-TVL6>
zjji4Zo0N+0*bTs0dOjQ{anLi(UzvFrY1-rYLHN7!6*#ZLbp4xMw2Fw?a_#JaapMI;
zlPG~O)HL2j`sg4SA7<DovNZTb_rBRUK|TX0#b6$<d(hjI#Dn8sX6*!Q-&p*)Nd1?*
z5Y{j6;Km$#$fW~#zMd_!DSxo)b&@x-A9=RNq&*E&YX=8HNsJDEKO!NTo~xIhNww8_
zl+OM%Ahr{*@da&e%cfo{`$j*@Q9ilbY>OCLd!O}(G&+Q?OLzK%2K_|@t$WvhhEpz#
zG>eWx_8+MLYy8f)!y7CF9&vIo{sMQ7=$qbr^>>!TE05C``2u9j0D<D=!H$m@C&?FL
zfNo4W4bk_R)2g!U{@a}GqsZuI6~>=5Y(}@VXMG~gc*5~YIQ5w3w*h)Ltvah|WW`zu
zV%f}ed_0vCJ-ej3Cq?AV`HT9UMPTQFEW}@8IeiW*h0@t3i0E0}iRPQ3gEX1DkrlQB
z{z4NsruLjCQzrR$b`W$2pXHoK<QH#5We341`NtY&)yABX%U4j^gj39IZkT6)Ofk-g
zJ~wfa*u8R+ZPsCkJBK*`#US#d%)$ESHp^es{tV3lQnOl+x3Z9AvgSTxGtOmD|E*5`
z?#;urlUmG^bYK?Y;(XaK=X{yj{wd`QQ@Mo{huR$(i_*{Pb&v@}SS3s{J-_|jj(GRt
z?zhYB=X2j{1`XL|X{1vd#NB3Ce1Z{-tqk?H=s^(&K-2N`UFI%6r(`9#w;(p;nL(qG
zRBb1lkMGP`n(R;QUmMt~XG!e5RiGf4#U6{T+X?ZsMh>GkR|WEQKW&Rg?4A!5PV2Yq
z_g=zu!;9WY8`go$8R@s$_jyFFgv5mT4I3Gx`A4ODxG#c<G>)g=FtCoDxHV@5NIC=^
z@pD7PcY5T=SXZhg9+i^O_?dKC>y(Bk978Z6#OkYGFF~n~RigsnB6-cR)5iC3%G(-P
z8Gky7s=I)G;DCtYA>Ja=6PWKd3iVj_x$jgGBhiaBHF~xDv06NziyTm}8oJ7*0KhSY
zDV||s?A;3LL#2T&XFcRu&@sD8qEWZV5=TH7p}wv+#wz@$sy5{L3L*U?5jf#O&>9%0
z)Rgi>^Bztwek{)q)6NrcFmD9iD0Q~`It<yJcnBp@%P=omJg>5rr3CKR9zU+qlKl$%
z-(+){N*h)lQQv0h`@7_1odBJ$$kKC?JXVF_=f#yg%b={si93zJmJI@0B|aeLxzhu}
zNp2x+1s@0R;IGl75npH}9W*J4#%Km!EG$Pc8u_o+t~O>NM`&3bI68L4=uUSQjsPX0
zYA@h<118)iy|2Pjwr8Y{RF#hCbXg7=P102`yLVWI`u#!di{MRxbpD#)2YD$j^F=Rf
z4MH&sY3C)knrup-(1l3ML!iu6fCS38F;o0{b2?XhR5$at>cv~DZ~C9@Cce4p{A~S_
z?h9M5MLWdC%vPh*wsCsBb(jSx|KbNziDOo&ryJ7d$>FSmJ`pnkC*WuXGq8E{d~h~Q
zD=-(9p<8l(onm}+z5D$Y9TT^Ruj~rGuMl~oKnvHgPl23ACJTjZ#iPcjSsQ{k&;Bzg
zR0<S(Kj?igD;LmvunY%Ws}M~8>ieUC?;BXV!C!<TPbu2&1=q5gp+Qr9%lPeM(mZg?
z5ZZ)`(g(onVx!Zpt_2(<?+44EbkD+3rl3<oxlb)!Co}`h`06Hdh&wr$a#!Zb=?DN!
z0bA+pG=i^D<{kO9gChZIW|X=D>*8hTiQ79#c%I^?L<-4I_sNK)Q8Pufr6@)w6!jQs
z2a4JdSVba)tFuq5@JO@3ES6}DL)#qnlbTjAP=<g0hP8DDel_*ff!sXP-fi0@pd6{N
z&T~t`EdoIhlx^TA7jtxFml)~p@$k)s!PRCa1+PH46%SJbN*J<;^>P+Uctkxs&ZChM
zjQ@jI*{!_*XwPd+oh8tV_Z$$kkf069xFrJ3^%j^zl2DxyK{1(TCP1_pf@!DSK({6!
zk;^T@6mHr4NiC;2`z2*{pBWrA6Zq<PMo1Rg+G8GX6)tu`t?{>#cb1RHB`sQ+8UuG}
z=FhPdd6t5RblsBV-H7V$_9R6+xHdBF=mJ8)l;<Yz3r#Q}#A~(Lbx%Vu`5=94e2kDs
z<&;}^eh19V59J!~AErdQxv9QX>bXkSDHanOTg*dIs{w_yxC6wO<SOHKv_(i>WB`<w
z$k6OseE{*v$R%dnR%=|Ks4zDiHwMi)Jnkzc@OL1yj1TNC@W|*9E6x-5?&+Lu$q3#}
zvY}b*29yOVct3InzujMkB&$N62k?eLv!5Tjkt`5CjdWNSYF$(?VSO9aXTNzl0}9#@
zoIuLW0GD#*0Bhz8Q<Cq-SM{Hh<-yCK7T*BHG^%bN!dmu6!aO3LN~qw%fAV|R_+c9?
z;J}fHNt=c}$4vGpQo^w}7?Un*UY$Dp>^izHLm4P~C(2hkVuWfNKbTFS<H0p$kl0mw
z>FrXscKJRD!`O3SIHo}XuWP1ID*Z3m={90S<5fF&IB~qvOlF1fn+V((;_IXtE0&m*
z05T6CsM=+r%QkU=qf6l`_sn;|rSx*uw>r&Cb9asi{xMd@hGewEY=^&$1KItrmGAH}
zwO8=d6qn$u8oSnBlx|VqK7@vLjj_~m@_gaoj$OUsKMS@Z!BK|Qplki5-~fx)N9@@0
z@?x{CFy}<Bj$x#J3ABN@lR95|e@F|9rJ|N0-Mh87R8itmw{g&3$FDS=*ihEHA|;x3
zf8~Q+tCu~m0NBooTLC2E*hNVIOnqm@HD^y@t;|)=Poa0+k~HcVo(}Y*M|KAyZQn^s
z|AZSC#2u`L%?hD+Yk))I4n`(P#nlo`lPB;lf*XY!*^a`(@M8M>Wm+@YuWI_F$;Ze&
zIr%w14`Y7E;PYZ}X<g+Tje}|#IF1q*e*IGU0?Jgr^g=C@5;b%5ypFdQMV{l_>1;|9
zN|JD3{hk^B8eN(kV1+_cPrV&*&YXc+F@nZ~(53(CuZ4X9v`=)(dF3Bbd>ceySVZ)<
zGP%LbB67qZe%kQmqt=vygC%c=h*?#8cXqFLp{$l(9cT+@`aZNnBwHE#>K$z7SC%NH
z2-Dj(>A8)gD#;ydGeEhGeZ28k2SBq0-xSuayWDwkNP^+4m$)xS?!O299p@Rs@owqX
z)E$EWih80I{KqHEY=hkq9wt!_DI1nKh!A*BAiLQNOBXE-uu-L<Y=;<Ba5BC*G!6yg
zU^}dOXbjCg11ZBEgkQV5KoHJAe_?He*uzjPj$KMu;MUdl9YG2LAZ*G-velY(?a0*X
z<$8g_8V5FYBp>v<os62Kbmd-w6$w%KPMod-<C7%fFAe5ERD^GvpKDf663~W%{hti}
z%D)lVeRJOiA@>e-mWF_3c92%Jn@@#3HKM>2?z};28b4j4Z0wShDKTbbjBkjH)K#ht
z2;x*U0pXPBD!t|*IfDzHV=9=AltyC;y|vBpiN*};pzI7_NcEdS?2BgH4tCVTJX3^J
zmXLvC{6YT!3xIKM#KFRlit$i0Wg9F-1Y(J`3-z>I@|BJu^1xO3nD$_VJTn1~VauL+
z7V-eUJk!O<R6Dm>4|;3L69@nu;m}j3oAZZe<sRCSAj*l(;5YS4=wAqnW^1%MA0Zml
zf@a)_7+Sr&6F&<uG9{LtF8nRdd&HH{eY|g2gdnXXd*IAE_$xR1+Uz^anjlX+QyiPr
z9LA(@>IqFG76y(;=(2U0EcW^K<W79|nbQxe^g>=6I`ej{aBJ2ptpq~7zqWnBq;2Cu
zhjNu>O#3I(vm(;72+c9$-RCAp%*xITlbC?)r5q+biFdrad<j~@H+W?IB>A4O3c`{8
z1nZ@(N2dI(#S^0pTh&hMB>#rIXL_W*ZSOdwba-3O;91;Un$dxNa}9N3mw!4hh$$%{
z1CuIsyf*rq+LjCNFJ+9pSnz)wV|_#Q22Ud_oL51PP(!33=kuAKs4)Q922he{%tD*5
z0@EC4Sb~vER7=SU-{}>P0BE_<F=EhL`DC**W~w`cb~KgxuxbhmP=Z9xp1y=Rk^N|U
zo>P*VGhf9Ls7Tq!exacT=?h+U%~Gn$3Ib$KbQ9*M1Sc;z{}F@zN2Hy!n?}_MTZh6W
zWvLFbPn5gCxdNWN<;h3X97oC<R)ieUXbaLm(BO@Hb8s<EVV%Z9x~Dn=xEUjZwugQE
zZd5pf6RMc)h=n}-6{)z4POvG}0&)+Hi=DP7d|CM>!%qJ3Mt*pUT1|(ZAg)1pkr@Or
z36y`2C_CD!Tn-%ct|Ihzz?TqJX?}SWrjl*!Pzowop2jO#MMFgd<fVNjd<R#Mh%klB
zQmlfA^8`j=NM`WpEnpQmx8YT1#Ux<8{<qxE^%0DV#HJ}vjx1+3YqJbgPrxTsTa(k0
zbY2mqtbif44Q|%Ns+)4i1ay@F{8hSwaF4})5wq_My28YRIMeEEp9;9G43B~FV<QFN
zG?D8e%;47&PWmIee85KZVACy)?1);w+~p%LM?eY}RRl`H^LVZkwdZ+Jxh&^D<5CMm
zUXm0dbSZPFQ*_&N{#$G=@My4*obH7>4xeDbTZ@Ge_9t<|5&MMSaffmn6(?O~l)u@G
zi@r%0-1FqqqHTA4d=-p~XBN8x54<A2hf}J8wtm~z{<1my6hof`<+IC1G~IKjO;2Vc
z&cBR;g_HafV)d^u{V_t2pZ6#%vz%s)G~cg-#r=~C<<ZPyw2a!tw0B$9Zk{|<FGBuL
zNb1L_epQ%(E%*lxN1cX(Bz!mYbk6^x+rq_(4BJrPH4gq}oeE`gckh1<or-3rDP$6}
zGI7|wsfUe4WHfUAGW#6$?F4Sj3)+R^+!t4=)%)_9YG2Zyl)C!=q5rCsrGq~)Y8y)T
zu}@~p2vD<e0g@OyCmmZUGpFR{xE2v-KoJ~<3U0)rz=;Qb4lhASpD%%E#_hEvOy1~8
zM6(nx-mOPFvH}3D-9FTbC5%d7_9K4IZ9GL}0+_+(zdHG~6>u|?kLIVz(QtoKO;B=N
zwwoJh6~z4L!3Yo#gLbIi#Hr?qKfA+T3VAtnK7SVuTr;kK1m3VT#xcIg(R;oaf(77)
z_^K9f+fc_FN8gtdojYzd$ZmE*NTInM1{E;HRF9af%K#aG_qbXY`qv2IbGAu1=X>uY
zxV-ZGFw9)q2k<)xJft=^gNIyWV6$yfJud}oi(0_~Uoq*=<8GoG;|{=fivBW0afnTf
z-f>@i?7s*L%|=VKsLDkdIX0|2?B~jLH1`e-)Zz^Ehjd`<O8Pj|1qglvpov-sF9QyZ
z_)7f4u&<W@aVjAj5UY-Wtil0V1D9^~`^FrBKHjmuJa@Q{+(&#s;e%Dn*#mwc%cOUY
z?&+b%A|etOr!nv|irN?id(|ld_h&eegCR}1xvsr9s+W;oG(TERx`Y^~B2V~hO6{))
zvxv)mJU@h8{u5vU$o>c!OnCVgMz+6{K9UH%s?iURKjh~Snf-MeZIfcwh?gOos*<d%
zLso9Gg8zc&AAA#lKSeJ>UM|o1-=O{mT*v2eUet*yQ*xPX;5WLFQ#SGjG7NY_lR|E<
zs=}?kllBOf>%IxkM29^oe_b&Y{$D*|Xk}yqSmvR3F+<(xUG968OCz(T(srHnU4WE7
zo5k|GwbVLQ()MPs+KWEO+i_zX8s9;CcWVMb6+y|=%p_RL*$vhR!=#K&I6uOr{_$B(
zB)iWAWUPJl(3mNZVf5PcRuJg@+m{ir0(u^n1K|apgFytBB($o25V17(C0Goh-BEA~
zF0To_r~$BTK!|&lo9@2k|Cdg(_8yUl96m^gP}74@_+d1rUQJ&XdA^`BHO_@tg|!I(
z-%bGXE3l*+>30-kb^#?L`(TRPZlb-k_wgy8OD<J*()LTmIiH=>b>HkH9-2bse+^NO
z;q-SHU6f==kidkV4(Uridq$E*PDDyG+YPJHG;#=`Xv3S$0rqEaePxg;VCBjA$bG;^
z&95FeCIKSAJ4L|<VcjmrNPr-D6~6>pw?4q~mg@_~nkYL8{-?ZEwEvHaKzU$jFIts3
zSMe=dm*AO;QlVz>vq@ymsZw!u64@Cf4(<fuM_4l8Y`ng*t^1auZT>R&<Q{*eKKI{a
z{tM`TuSXEikFn;9C~0<R0ZJU4k*?~b^NdkDZ2FB1Ks{%1<z9j+&Ex^28Y>6^1P9F+
z<!)Hd0<8>eS?c~-lqf+z>$5I>K|O)_3Z2MCn(qL*A`h7T2jg9$n9-Gb)JxlMmWO+a
zmsEaOW&T|ESAb^DJN-1d=KvPw#!-v~kOII~X8~BP8TsS#8|&edk-Ef8_<3St`YuK{
z60#=m2L;LK;GwrysNX$}smOPAu*FuWy5@rL;WHuOfT!0EGYCIdI+BSJAb6ysF=s(Y
z!A2wEiW#_U;|i>2KG{;s=^{<qookflnQcqle+DQC0880KK5l2TAL|pZa-U<Qt8`X4
zX61oNfR`D_Ny_EJE=MNuA!TwW#)eP5^o;}tk(pZz`gb1w%&i=UpTMJ99~Li<U^-TD
zDPiur;nj~A79&}1Q0Do>#3FIW0IgnDSz>_an7cjIjqDn^ws1srWHOtwVbULWdZ!BC
z`A9330)*1D5lEf^+y$OCOL2}RdU6(+Ms-_LC6W;6aorjEGV!?U1iTQem5t?Yw;phL
zazW`gKncQ8ZVyE3ACKMWd}tBGe0coMD;g8|EsIch)CQD;ypOzNV)5u&iHpBNr#a5C
zj0+xOKZ_mQf3tw8&&?`#a>Y?5gYlS409#n3EXN4YR{+coAbH5#W%Cp6deL?KrQEj-
ze(iI*16Ff!QU!|23bh&;jcP~0gk=8kq0zfu;qAK$xAT91Qyo%P;6SWLg_902OdtMZ
zWv{^(;`0@I@r2gs12J&oJ5DjwafVRDFMH}ECSUGn@4}7oCNOOdxk9>o^?v1@6dR2s
z4{HFc+X~@X&^-m_yuI2x*I8!i1Xlz;B#1#IeFA16f@huulE6GYf+B2>-ZP{6T`Zl3
z=ihCtOU=ErZlpb!6%Gr0;``vdA}goakyb%VXr1uo{TOCCY3gC?Lz9OHyeiyycZSPR
zsTGe$^^^7xpUFbHzxW2EuB@aq7KOSO`n|#I-2gv09=GfUkh8S!q;cdUg7PlmYw=h;
zYY5g|Ylk1B9bml+#7Wgkup@J3O^MI(7FjF(CvqCrnE^x7#_N*-)9aNr2iGo7hN2ec
zYcBDnS)7~2ALYA?Czi(JS`7|WGB6gFrFT!^|9iZQ|Cko85fCmzjZ?lj@17zu*Lnsj
z*fP(Q4A*YMr_(;(Nz%26_F!fPe9)&Kj%k27>7z-NHlDrb<r@aM0T9tijJrWmjAN7v
zEWClrHLeF$>-ZVQSxmg4roAw-k2eN`pPO%aRO})pw^r%ot~L6I0(HX8x^9o~Di7;=
zYZn98=g+IEG>1B5f;AH;$AM5#fET<1v*vAB;o3g(IagKI@~&U;GOv<%koK~cW=N*7
z+>Lu735t^cVs`X(;%@N%Gk^e?eDx)7yPz_^!x${z;BL~c)Q@`rYcbUDJ;zx$8AObh
zBO&9K5siPjShJ)W$Z@@^!TYrYF#Njr#I<_F5Vu9VAHR?hecEV~tpEL$ktw8mbChEp
zlhQ1YI~%L^@m9o;c{9BDD?{rH(e<l7A3U6B$kbyteOYW=<tUcqC!?@@6ZqL3OG%E4
zQ=an1;KcfqOgkXZ!2G_Ee_##l$%qc{A@zHJW79%b=^wBSpWx&17nB^}L1%v?8jTt4
z7>b<s>1`CDSv)^Db8h8`gc7i2P0iz_k}lLm;9MrTpr-<SbVh}vw!u6_#;<@lA>;n6
znB4rQVm4%-yo!H}4T>Dp^SlV`5`jYq-su?GsJ8=beIc(hU~>W*o{(GOuMvEzoGi^u
zXThz2uiA@%VP*9IF<ms;SlJ?Q+zfhSCYd~Cl7!DXyVlk`a;yXDJBAn2I2FSuh?Y3x
z6+?q7aFPXA#sn4P2@34ff{h#VJuyZ99z`R5b@UE6D*iaFwLRQM%4~E4g9Qt#xrpNV
zEw$sl6@mxV4bTW-6%^TE@eB|cNKy#`B8TfVM*TsAGhg!Mx^Hn=XCt}S5Xtxpsn9sq
zncRQ%-oMKjhkQ|=-2g=9n3+Wcem~<G;B~k9VTcGHv?M}rvb~&M{P63lyR>#HJux!=
z0MrmTM<WbbM&Kw*d#;0gCz*}=qP-kG#JXHRZfIZqBoK(`2eXpTA}E2PmsuaSbo<7?
zowv*4#r5cz+WsbON@5IZyB2U{&boh!#Yvfc2?ETmIf%T$m=Kj9o8+piq;wOo5Z|cS
zx-#D`Hl-)rnur~=Qb@%iYK&hXITC8ILWW^N&l!g_a)`NnFqUlZlsAo#)+Q)ObRg}q
zaK*LxPD@|Se1u^e_xC!nPq)a+qfI(5{&=WG8XUI6?f>K?ECqd!J?B0PwIM)fCtveJ
ztPZZSK{+e<#lsUWe*kviDRnWS6s8M{HlXK-zY5l!%TI)X67at9bA90^L5Oog=z6l0
z3M-vb++g&-I3_bH*@VzfwyjCBWB>_NA<n6(7qd}=GGfSLAz1iP&}FAjsBte;u4uLe
zMXLF?vgLU7V)17GmhAlYpy|8{EP)rR`GC|5m$UBi0e+%O>n~z3E_6YmQq<S^ZP$5~
zb8ZF3aRa#wowWE{zPFowMMu?`+xW*TzSC#xA0|K#c{u>~rvG2T2tcMEYn5~{x6Gu*
zz;j@PXBa`4xc2WM;FN5s*DR`Z@s;Z$OW}Daau*P}SVOb2yvHRFwr&ga_dI#PE0vBN
zG3eU5BandVKXkTUS6n!BYV;FG*fGVfUi$c1*lNkTJW`3nZ`0ZujIp$5_kOG+5<OT4
z@_k2ca`?PJSU@;vBSfVkrpyE5t@^@^;1J3dl0CRD;Ny9(In?<1l$TxnV-T*#4D1j1
z+z~ZscdC)Ez*yvL_%l25#2VnU+aU7wg3NUr!uuoMvZny!ZgVN2*{b9k{Ifh)^vxLL
zEje9l$Z+f!`=xb!)^|ui<K-jM9Pe?z7YPyWObI(*Twl>#mMjp?z1L;E?|zA4-Q7@>
z#mpMD7V*W&0ER6BuSUo3!N?ZYzg5UeYkfLIQ4HJ=>NEXMK${aW0QEi4*ZcK~Lc?Y?
zNOW19^k?d9kdOOW@X{9-{Mw>IoaDyZ0`t`oGXpVU963rlU?O?2oGUpmop{R(;+zVz
zM*(Z53p{39^LLKf@9fJezZN^0o9MTS*KXv)Gd@#er*@tx^WyxqZM<(4xx96`K8cP#
zgeg9jl0Qxzbe86C`D>j{RE9GWU||H9V{VF<P8?2${_yj7A+^^RQg1C^J*1OPYTKuv
zFvzC?qlexFjZQra0*}4odzh78j0ITzbsB)`J_-5l=<<q^Zln@)?wHit@@soB9>H4%
zgjKTD9#-u{{Z+V6C(Uq#dolByA((XZobl1~usBTY=K7bI+rN}{LWho?cz7bj{Vqax
z$??D3%2Kv6{RwrNMhw@7Fya0l%~_j}@ogVBgh99u1b=AZoMPhY=lhc{;eWN&W&gXq
zNBE<dHv%4{z&P0lIPntW2Y@5I9%2ZI@RbHcV0nyBm#33mM&1PHgsN*EVuf<G`pcxV
zhRi^u;#gr`N~~~9CkmL5ww-L|8e<m>+j#!RhP7$)-b1}Z_5jM}tTlv8EhpRk0oq#!
zd@)fNvr=d9pK*8a^{AI;P!{1AyvOn*#~Nll&(+CM`1gq5?HtrLiOvAdsOwPpa~Mx&
zG(4<~QQJn^`8*$pB+=XLMR2%cHIA<WBDhGvBpOr`{NPixP)LrO#`^O5!Fuef#S=i=
zpby9a=C=At+^4}Fm~-*nsatcH7&xsvCp%!u83a>TJ8_uAmf)|I%bDL>Yy(IEJXZNt
zd=jnJH7q2aYt=CC+aH$TOXa=9EJ@GDf!8o&fO1Qv#m|dL*mHmw2^>t6&IUDx8E1V&
z1#jzc3kSRhcG;iz5+2K)fWI8-s9y>_CHh4!j7lWv(lwI;R>wh{@>)snD)_qg^>pk#
z5`}H;2wsl2;7nq@w|gH62nG{j8oI>rzpERs>ZbKQKU0KhvC@@q#jg6c`b@|0%^}#g
zC%JilWi1#~%n-WA3cIbyVna^B$z>)B^iaR+lUFBr#!y2ZmvtEJygfjC#3JnAzGV+3
zm#4TZL|-dP@DMqZaYYv3onn17bPCA=(>7`u?&!?KE&<>s05XvzOfAI#oonrSJ#nAS
zw@G-L>u!S%1VXbILNDQj2R(I4I}RF76u&WBWl)NdkC;;Ng%yrjvPd_qCMAEjdYnc*
z(dKm%CECmlg?w`U#4P+))$!F5yfyeS{i>gz*Y$2+!}svG>sZ1`UTfJ|fwr5q9pDr`
zXH&bT%Z9)Y`Yx`aJl>bv>!&T6&NXvJ{f=W;Wi6#Jcx~0LARVu!mbkO2Q_~S7I!3r4
z>ULYVAR{oN6zOxGkNOhm!E+iD*Tu!bV2xjS7$E4abKTaybGni4b8t3D=-?zJ;DzVZ
z+tjnXZdq?;$>k6fm|?}^pb1gpaX_{WxmW0grmwG`G8rBollGvJHr-YsqLRJ5e|6lT
z({tB54{p}4uU;OgSi_#~oAxrQ-?SFp#CY**IP<hyc%NT{UR(RLRlD^Wx*XwLi-k^0
z`@vp?-16(&UHbF%AI|^_AliQ}IN=u-zIz+fjgo^tlE!L<GUR%?>J!!sbq&)gHTD()
zvcl7$jQVX`03mCpXD+i3<5u=(M(<FV&otLu6JQq~J6<p3?B;A@eg1{@&EXXB{bu<W
z*6cHUY;1E%haPUKSk$SN+9(v7Jk-e@(G<T7W%Z>wm90^=cZq6>$8?48)jgQG6&GB!
zo<L3^!m8TqXAzlAGrs$}v@O=x(SH`Ms4M<L_^_Z26V+*PwMRfyYaumsyoy&+)O))^
z2!^<z2EN;1|If#>#{4kFp^KUQKWd*-ze28goZ5Q&Xr%?JOlfqvMXDK2Xov!st=i68
z7*8lnFJObLr9C1+A1}R65vKh>Vwp`3-xL>_8=mgxtGs_te$(`@FfOB9A@8&Xhplb5
zrmCQUWA)1$mj|4$LT}|IS}UG#L9d@p@?|LD8omO3J+^LvoKq0D7*SU*_-muRy17Og
z2&OO+7C4=5MRqyc1J6yHJ-B>7u7@_R($;E79mR;Zn@Im1Sd@G672>|8)RO`;=jFJ|
z+84AIOfMPyZidQVwgpOgPLXvPc|Kmm>d1YUqZh-~`?ERYmfLl$j!c$oFGyv3(#H}3
z-aKos7Ks!|qv=bvX*F8K^uyrEUPc{CiuOQrM}>nGnz%#NIW>`ERKs`30oykI?ggID
z{R`f&3}hA32Yh-w`ZW~$IHWDKwRU<3vI|EU2!|%emW!eh|HcJ1<=HEf=JZA0h2#B2
zL&C`o$?He2R;M7B0sdE;&~~p!<|ggVu{@Tqof}f;dU~{4rQE{3Vh+5Sc6$==PkG+|
zMBmOi&d=96eh-sW=sf8D-p<RsvfFSR#ryMU$<N7Ky!PZA-R64(>nc9X(lhnZk&u2S
z@fbHC1gm9&>|FkPnXnmg%evL0#hcp0#TdP8FY40ptm41(skdgv_x&Od7rWYW-o4yy
zE4HmjbqW0Q1WI-;SbKwMTQSO76H&!W8F^aR#1gAvyYpL^VCB)$dK;n_8av&AjO$X2
zn`Rkq*5mm4E5z6=(A$r%<y1gYt$h&@5#7pNCfReKB+{9Yw9SYm?Y~IQyWqOjo3+!l
z0Ph0%UczI&rz2WeSU@p`@b_|SU9ER*iV9@`s-U&oY`9+&JAZk8jcT~PAnz)U&@gqY
zD)Rp=7I44_E%U#3J#_iRaB-$@M}d-dV(vJ(_JRKyeMb08)38F2fD@RA=p%%6g|~we
zU%{MrIddAL{-LMCizd~;abmyBNB4WWS0J#BttDqwl=i?*mli4J=Ig#!hpN2;RV%!5
z{-9z=&SPH1PSY@M%192LH<0O)gGL*A6hr$}KOwV_r8M`7x8ybJ&eXbdrXw2cncJJo
z{rBvC6xJ#6_4u=$F0cJ@U%j(tDq8rqLScUtvx#hCgzhTY{s;8(Ud8U;hZLVUFuz1Z
zgNUB6#Qx^ZsJS_`axKmUUQz}8W;xuXujP26!<Cp8M!m9ldx$0SPRArVqJ_Xv{%d^!
zVfcf-xYys%v$IYM0o&`EP=|U-+CR1i|9O_yW8Zr3>i*0r<FB5m)aGlu<KOkE$bQW^
zR*c`>PDP{<jcU7#3^W5R$4ZmUqzQbj2^yV8G^F(k($DQ)_Zqs3T?uw$3;ubI*q6Zi
z@q?2m?7Bon2&yqxA6~Q9)DB!><B=<$M<CD<SvaUnN6~bi1J#RjT%<Um5w~hMqBz#1
zH>6d5p*Pz39XJ*PZ&avOe!qwYoOlkB4{@Rj;N<&sY)Ekfq$SlF%`s{?Heae#zUL6L
zR~aS!*U#pc<B!ABg74{%hM&B$MFL-WK$=6VXj)-yb73D%tj?ktxS&dnrl_bxy7UIm
z7oM5l>t`X|aN9L0^l8m=Zgk|4I41*Ibl@bfM>?x6!;K_}=_T&MW+yFZnNX!p2#y^1
z87`dyr{&}gTUV)7`vj}yu5siUK5QtNIiY&fPmphQ%|QD}{>#m;k9=e1@AjxF3r&pQ
z*%OZ+)OFPiby35-ToD$nEMrk3E4UgPVH9)~|6~qz`bHoaV<aBNwVdBbbzv5P3pOVX
z+aI)Ff{JoAMs}WD%y&t~fupwHPi_yIWA#K(JrR03x(kYS?8p7dq15Tz0`$XsW)-Ke
z;wLm0T24>w-!B@^oluqIYITt+T}V?$mAv>=xv9HuB2?t`wVn!}xmNt=zuCKbpQ&zE
zP+Ll@;L>t*VD+$3r)WPi8EGQG8_t`qWn?5EWtQG`n$7SbbXZ<~*~u7AY%+IJ=q$1l
zfu>UI)EhmJKGkKbiQwRG`%HmCuD)kxxfe0-*dSEa#x2npd9ixfHmeBT)8q!upAWzh
zKqUT?GGy_F4PucsY-UytVK7mkd)SAvwcu{tf2^PA1v&^NeQp&#oW};qZK95r6ed8n
zca%ir%8#><l~<64TeUqy(nnk<FEu@7>5rC7G6#a6LJN7qei0;GNFm+kGmLeqc0<Eo
zlPclW;Kt$Y6-<g8xU@Y}=^@ZlW^fX51xPGjrQAlUjNrQY8HLdCfn{gi&ga40D=!pI
z$0LVJ<FCniMA%`%6EU~myy|@21+O2xFd?8zmp{bnGVoS0=hZ0NFZ^6?!z<gKq2Hgt
zwhQ~vVdk-~F<xsPcX96}GebJtTZOSFD((fg3=j7@3y&EnpCwM*=qPJ_jHuxB6edJX
z+a;H}IE+a>c~Lu@V}>6-`@EEL^W>wyi-b8FC-S3vKT9PM9^VXUNA84xMN+_@vLLPC
znk8hcH>)|fIh!p+1KXQ4m6_5jycWN6e}YBmLuWdw+LX0*KVNtt>bs$oDGg4T)g;FX
zU+2pHp(nUeXO-Q`DXrpz6{~42b!<t88!>6yqZ|Lw=7hel*o`XkbaoYwl7KI;V3GUP
zC}<~VXBhOMKLq|f4-;@TqR;e;5TQHTc;cfLNj9>q!Lp(qCHYylMDe(X=`mK4fbkG_
z8j8O!KL1_SoZEO*i6C*0{2rH<X}K(j9u`9yZon0$Y$B+d*sef{Kz}wnk9(-PZytp!
zbwtT{qzFVYT8vx#n`ogg-b@*CFwxJxPK0bzbWQ>Gq)nxoh$V98BU0x)_LLZnIFHBz
zR<p52olVP#+QVLEp)*RRc$)@>c<&X9*91xzK>FF!aQXIO@wv$F{sK)a?kpXFzJ{qm
z`rdz^(!DlbZAmNt@5IY;(6oz3=K7sJklDx>Q;SZW>c!u@w_BuDS{1+{SP7U5MIU>q
zZtciEhU|A1i?kCnUX6A_Ne5Vl8>U}5T+^^-vZ#EZ|2IA3hr?d*!G!ADQfkR=*~)!3
ziZL}_d!*b?oFtbgHDo-SXUTb^wttujBiJT?P79Zc>*tCmnoLpsh<*yxGz34b>=~sT
z+iR)qc<c}|Y8*sEd{n*G4mjhPhYmz&Xo)lP9ON{i%!Pda#h;zm3gfgpqEgAhykM;{
zs-;lU+Liw5?@$!itsS<O-2&z>@ZwmO{)<09o-m@{?#w&SksMb|cWMrF=>)Q5wzz1W
zMr}@XYFTUWT9b_Cl+8>$AeB%!VYv6%eI=8l-P81PQvp@t{9|ECm-PN}hC$r=tAOVR
z-WwluQuA51O;y5-JQ1gVd<FD-SfuPp+jMr-Mozy^6IbSU>&l}3jQ`kn4HoxE{Dd^E
z9NqNaFcxlb^8Gk~tNN7gse=EMfDduINv@`+L?4c5&2Kq`$@M~K%>L-&ZNrKZx46gC
z>#;8k*8^D+&pc<fr09VIM0M)IYXCkrDvJXnzZYRZ%PRwAS38!8-8&npJdn7oa<&y-
z$LZh&CTDj3#x2!&Y=zp#x{wqq_SKRHD1G~bhc=n%6^wr)^aO-*6}Z{?$wGxIIPcQ$
z5`9!h=yh6iW4-z@P5e$5l3~(v;Z*rxd76zv&^A8I%X*&ksAO!{X~ZE&*NG~lIM++|
zTQTcrQp?s47D;S6#`F4Ks@KIXUUC!VBK3q+Nba?;(W2+6e_849_*ff<UOrliR@4~H
zE)?I<^euaA{<~wIko1j$JU-ihr5usgHf(1JVi$07b3`p^d@9`cjha3KGL+{N`brB%
zrM&ByF35e$oj<!ScD;Y86>8Gw#A>%&XbYR0#eY)n%qbk5$w9v=^qXq>Dm-rCr}13#
zPVOGM%eWtM?`E7+{~Rg%{$BX=C078C#;CNR#3Fb1UlMvvIPJTuv$2S--^QsZs}{cu
zHn*H#RmUf=!;w~5a&{Qw{K{-tl@iZX7Ie#JNf8NUCry2$RBS(QQBk?y`E@-+yx%XI
z;GUpX@U&D<M3}>nfoyPNn7qS}NZF$vHWr43gl&U!y~a{;z3M-7IPXdKslYuJ8`=Uu
z`pu_zS#x~)H|sn&mKdw&?Wfm&zWdA2RPMieYXyGa_S7pnY_%dhVO=Gj%{5P-Vpo@=
zh)*38@@8JYc{g6+EhR?j?wkGT%w4jd`x1C!_Ve|`-|W*qha$<0pSf{l_~9U{$K92*
z7GQ#Uw61&BQ7%0Z19alyUu`R#HIFsN?|q!QXm<SdhSWh`P^2$;`$lkYNby8cb4-rX
zuvlxsHVtH?1g)zSH>S2fbsx|^CQexQ`;td3kn){lrA^S#lU&!p;+F5aowc~_*-ZL=
z^ohIa%VXl_otE87c4Pt%)Wjbkm#!wafMV#;mZXzQ0mb28e^X`oPl&JZdD%%n!rM!>
ziVQq|{QVDVM2hg_jAqsAOpd}W&vQei++t@~==X#=aO&)eT=MnRGV4ofTu&=1&M{Lj
zT_)#}=DOUlv53?vEwtdXg!=Wfs9xNqyCimdb$w(?;*aBN*Q_hbh{B6Vc?-m6E4>y4
z7LA9Z;d~?$bc(9x!1Dvm5@sSDRukZcbIqWSF2A{a*p2yF@80G4-1MA$C)<AP{l5*X
z)*|W}?IR;I*lC)dO{};?*$9Skd*A5HT4!lGu>?PStAur2bIny#r$VGNTlU*4$|b_V
z_j3iVG9W=I81bV=A?+(eLZC8ae`#mu@;;kIH7(4GYUHF+NA*_bmuq+x=Rw-YDp4Fi
zbR2(F{B960;5_BCNZ743n04=@<@|$`dzxz{C>yt@()9NH`5aMN`d5#VhGV_xpPgHl
zLylrAG0|(!7i9#$8rKxe4_DgL)un-zch43I@M=WH=ki$>dLwEA?8J){cTFob{FxL<
z`npUG&|l1EC%+Il&AtvZ7oTzP{P6Z6RtJtbm#xLbs=MV!O<sOV$?&lndG(Tqwgk4O
zDZc0F+Jc$P-b`U6eI7{P0xO__<x4s(xr#}zID($KH-<jOZmx;aDt5e(CSXmRZMmlL
zMTe8N6|9SX<4nt=2;0{+4J<S_JMuI3{Bu`@<}r#->wlg$VNXRY>9{e*5h9B?Lvwy2
zjhfhs(^NwhLj9tI#Vz}~JiR&+V=%W5R!RBmr<2=9GR)&+wF!2E(dyFKxCIl3zuC+i
zj2-%JnWCS4{O2jrOM+;&VAX-A_f*GRQ;h_D${bRK1GX?qLV(=o*m(J<Np-^sP8is7
zZZ&_T&3()_R3bLbSK&&SFsFN#jQg0oqY;Oc-fNz-qzaX<uN0?u_iT<uGj}9esfR0{
zjxF#$i`ag>&Z`1`WQ-a^p2V5o8bV;FK4(D8i=zkQDq@^NU~Tl-j;<&NHpP}IRi2|5
zCY7n*8E?}pFP(EStWaO+w^2%7>jV7FTvUt4jKyrVroz2v*&M2T&b%7dpjFGXPd7t|
zm(YpQTzjjfME9z$e==oRtAJ3FhI9pe#qDcs6375Yv&<fO<rYq<a*g^n+7UH91fS+`
z#x+%h$mm79T`)--?(7f>h@yQ>CZQ!y745~ec2q2SIyDcM5@Ko9W|OfJll`Z_m1Q;4
zz>PpXM3YX1Vc_Wjg7P-+;A5zFz0>?Nt;wT5ob*c(Bq~*dS*_-*7z7G`5b6iYd}Xt{
zZC<Iz76&kyqoj@lz1w88*G|UXuW;OeIKe}!M;>rF8YjVlYdm$FR5uPXnvgEf6!#|!
z>NfZbJXnEaKaeH%nxD7uz7^B{lZuPd#a<@i#}3!%&yb8t{LNcUJq+fE!Xx#!+ag;3
z6zy6^Nil;SPBg9zv2e{etkN^b8|sUkJ{m;QI*mUKC~iU9;Pq6CB@D$qOd07UAzl4!
z?2M{?{%XA5%vUr;PnQ29!_En*c=!J60*laU0pa3(ht!y#)%mHcE3KNOYVwAsu@$Jv
ztxj2k!TKuW8hb7lB6W>r))!B5`MDdGDOvNrNxqxR-KzxX4_CAM+^;k2W(b8PnZJ9_
z7VK5pR#ZOxfGO@#sKBP-8K^Z$J{DQK|KmrffkCMQsjFFOiPyHaT6X5=;D;*oo-H0=
zw0dcYJ%e3^vu?q5UW3Ivnp4@%c1`drO7K%j_*-@XV!#}F{8h6aRjfke6XSG4!S=KI
zn1;0O)$X<mcE9;zVMJcvehGWmx}ew$w~Grm#!rjaT723me`Ef<G$A&xz*uf5Vs1E}
zvMhDzr-Tiym$Nx1C;raOohoYVmip#+!1qeX690BzIK0S5Qp~Qxhj2*C-)pR<=dQjv
zmZCAL*Z)2n69gVW*l_D-SO(rbGc&0Y<x;^=?b}KCv2}l7H(*sxJcUxy?5)1$wOisQ
zt56x~(UPi39Ff5W6>CFMjpUyfyS|ZJ19*$dLM_xuzaz|{^I68lsGhNYs8Y%r<zZ7z
zZrpUEqF1;Oib8q+ksL}t_&>QcWGsw+f=<l!`!x{M`%yCW&kSv{uC#fHH|0JHEUcSF
zdQuDIJWPMAzRcRV)3|?h5}s!0<D4o(o+cC(Lv~{a3$eibB3T+>GZ<>?w1%oCNPBTw
z)MZYN9ViHGuK*7-Oi76eZ`5lIWOJrGbJuf7K6t;bBqG%ML4?k$LC`37n>1%@0yBkd
zN~_a6_mXr!Z0hh{iu`yHiaUcZOejhtG2kKIt9i7~BX0arcQQq#?ZB%wcN0yVe;zN)
zO$IzP@AN$1$S~(tA6I$fMTg#ZYDr@dUTdxd3^(~a`sV{$j$s0GECLw@yW^_&e>>Ii
z?6~RfKM_~eP$b4w;+=-p9JrG<lp>zjmF;o}QZFmcOPDuQg~g(4v-ZLjL+QV<vtDz3
zO=&@$Xl7K4-z+-spQ&vs%s#iPY_f0#3Kp}VaBiM)EZsv5CYBdHv@rLxJje}4|NOQ;
zf#l41MN9eFP({Py@f>m><xl1wj@b9%2{Tr^OU`0+*zDngb5VnhaoE{Mp2-{<ht$Vo
z7gOiQng8=)8;t`5_^^gCJ`go!>29E!x~)wp)R+?3adaKCsC9MNjZEM)F6I}Ujxe}c
zcGh3?=3nlhoz<#|vP9!HZaL=kAb*kjE()33%)nk?{!u6$Q&C8jpDKx=GA@uR;mn$T
z0|?A!!$Z|1cZ5nApHD4nKzA}70~Q6%Hw}f~pmALm>1l^~3=#X*^F>l6mG76VoBl*p
zFiu!EY--Oc?CdE<qeFya{y#4w`R}VqN;}I+Pfr3JnsW7M7oM8^!Houv)s>u`Vz`=-
zB&{d!MkaM#QeOsz<?aq=T6(sdJOc#qnf*}H!{!_BhEGs`;!CA^CCjQnpVjuVeL}7Q
zD`)*H+a=fDruLJ|4q-iL|4r!myyFbxv%rT@Eq-jbyA%e0=Py5q`;XVAG{ag>dru4U
zJ<6=Po)9%2B$Q<a(ub8HRAI={^EJ<H4S#C?%c!N*i*q8wsaH2|c8K3Y&(9U~9Fnro
zfi|R<R}$BZ-fu5}W4$t;{k5*OcHBW!DfK~b*&CQL(#z=W-$tE^H*=+<bI;P3R!6#Y
z4tH95VGCFO$lzO%a&K`IGRj#e+!DCwPdspS&qElzEav<6X1uAMr(4W^b1v^ahT4Lc
zX`0ABit425mbrO#pmDr<4QSfNW-S!ynfGKS{dzH^3xB5JdqYu&)W$9984_p^BF9>I
z3N!3F`k0=`VCr(0x0&&fU(LTKRYeny9&GVp690()7%GW<NqyyY#tNJx|4<I*DKbDs
z45@_PBzWJN`f9=!FDvz+4g9FHU2#g}r`f)`I{FpsW7d;@bKXsVD_)1F3~S=;+8z4K
z*i$+4=xy2300xYGh5z=ADcu02X=QnqMuMOz(GmY;!etfh4!FZ7#!Hh}vl&@#Iq$}H
zyZwHqp%>b$(|0T25_>sdjvn+C_3LYIvDIG;kP5u=dliw@7dMzS|9`#3=D!EefBvXo
zL*8QIz9eh>zuim5|MY*q6X=C7@c%#81pObE4DtUTH_`w9T{6$d&;RuQxMY6f^=vF{
z9cch$DR8s45Ho5Woydi3OC4g@!`%4^m+*dXRyyj<E)FrwbX{7U=G9ElsEo9;V-w-+
zqr&D8D$(Q06!W;)-Kd&JAI^Ir0B3J!Ac%M|@b-Ew>QNT<a7aiN9Zq^W7UK=ZEtE@&
zTSDiEHz0d;Xz0+t$r~9(+iDk3K@#oeB!9(@z50nh8ma#7S*bJSK?*cBk<<RYv6IqJ
z-h?7IVtdoq2yb2E+CQ#CjS71`897jv`&ZqLiqL{!VrwbYx#y#~rcG|qBqmq9V)#<Z
zhOG^km(S}5e~&3!$V(8bk^G2IyvNRO0Qo?9?)xe+F)Gh!v3t+kYnJ#Jx(umPpfR#f
zyOt+j+niv%Z;yGW{^I@Q(;EwPZK(Dj@lF=y4z$_uhFn9F-WSFF>egEBNmt;OjOaO3
zjLllSp3+Q5dsPp2j`#^Z!HKV47Vpx)m1)#VbYdjq`XV=`RYzRd$>!3e?-BN|R&Obr
zw$Ec7gx4f%Jswxg@42BOH@}Ro1AhIl&dvj<scenop}B%9NDz>wp-GXFUIc*vOK%2&
zB{V~dAd+YZ8j!doR09jryV8+rK}7^C6h&4M?680|L5hGbE*8+e;2WQSZ{Ez_JDEwo
z`G4h{d(NHj%w*=bMB9ErfNdU9iV_wzgh%ByhXiFi&y|gzh~O`(iC{Yy=XXCT6z?$M
zv^d#rmb<!rXq&R1kc+!UfsVSAr$=5#ugzFmg{zIuu_AJxh;pU0U2+LVb+mtDenx{<
zkE=YCPuU=;2o<d9w)2oy2^{TaB-upHrS}dtpL>UR6Xau@a)0F5PdM(QrZZSXrdjuy
zA~_3F=0!Q7M;%8()jVSl+^P4NXQ#(UNU1r1Z-*!_6JixduQY%-Uc(EYCkCG7=9Tnv
zXXhRX9wY>h1~CK1W8A9C8YU+She_K?tfem}>p{2ood<*SGsDI;FJHjfsd5ZC9UGrf
zTi!QOTz77?`6KJ)ef7SA2>S<k*^%zF2>-I1v4iDd4=gq;rc@gxp2qp*obF9I2yuJp
z?IZe0wKI7NKbJi3+i4vhD;H^W#L-mQfHN&9;H7*tr>HfP(i4^}(l-3y{uoZ;OEhhJ
z?i<~?u^c4q@zD6s`0&_@En&MwA?jP{!ds@;%|wH#?v`}Axn$p6#ga?lJpw@qP+reV
zql=DA(Kz9{NT-o>!K0%!=CaB*UD+Yx#Xaf6S5AB(-jH%D&Yd~+sGYYEb2VQF+sRTh
zE+Z%b)baFuvSa==`n{JbXs<cLL4r>AXS^s^<y8B^urz3?;2HC8NLKYVTZV>}twg{+
z?tI9?&ZCJ@Z#6Gm+D{k?m)`K+#K6g`cMk~9F%mAA^U1)`M$(Prc_QovVg9Iubh*Tx
z%EFy4Lqs%hj8_&#6wA$(h?4!o$Ff)5w|%dqh|D2r^Ij@m4cF+fn9sG(mDaorAu8=q
zoSTwJnc>Nvl)SCYR^ksGEU4a*`cAK+>8vCE_5`WU%QN@=iJxO$BoY<a22@U|Q#w3M
z;9#!$Z1bI%3J%8fc%7c#)x_N)31(qc12YOC<X5&w+|C5P5C8LVx6*Y{#!aHF$WtsY
z0CNu~P8#Fvb5c*h8Wtr!y=V|(JTSB{4U%se5V{z>o2%SUyJoawNAZV`Z(ruIj&K6^
z^yekpg$fp1#P4e1$vWR~s%H&6Wh%GY^G9=S3W;j%Wea<vH^4zlrD}?yldZ&0<fV+~
z`HB#uhQbE*eBa-!0y1X%H!OL`$i<jW-Uky@_eIZqs;*IfK0N89ulb?@r>gX-rp`Da
z+x0xy+7BQ(g_)2>(n`HaSStzl&^8zSveCuzXYK=&QVcoFwQddfEK&P5G-+}(FJ33y
zTvN0}{&8bd-J(PM#{83<DsLg2$WaqF^K{?ByZ9UP9)#e~>5>$)wA*!cKGTkmhcAeq
zmC>g@e3I3=q}AV0rJlX@3?Zjyul5$g1CKVl==b&Ax6<8<@=CK>?e<zq4Jrop%HHhn
zJRdU0_DXuO&Ak*CGhDi`uhU{KTNV2etJc9)<DRF<Cc=Cr`c2LXX&M&^H_TSHdD~u@
zyBAr=<oHfi8iMb+*gpu2i=DolaY?u1)wPGt;8t<&LSMB?)laE^`0<Ws+==%5JU|3Z
zSjo>|t_SR>F0t@;+#ls#VI~mZj0|>U@fApnfP&nJGfko7)^V>Y2Z1eB;P+d?l6p?)
z&w{m&m<YeQvZ+g7dOEgPFAmIBdS$1Sy&w6`-%qgn$!WfFVEHzJL$jqyv|wBzrgD-@
zu)%++y`FUIgSyj5_phHQu3h|dwZ^XSzK0FvwyKs~hbI%SqCE8guyEMUF#}>}t!*|$
zI1f{7P*MJi&WyH9j;;3bf%v(`a3r?5;*nd6+2#~)3pankf}QN^4j0`cf|c*H={g^;
zc(n*{<L=|V_FXqNb;ug)urbZ@n>XQCS*BP<&dl0db+nLY!W;XiU-k;CTE`f=N(7b2
z$j;~Z`<!;+sc7Bxo!%PgZKr2NI`;UMQ2#~E=Ha{Lu0g3a4EF1fx?9GpWCtgnp4z@M
zA)G%y9+=U-Q49RM|Cx%axV)>q`*60r<U?~6wff_`N6ukeO9$-PvfTdC52=S$+C$kB
z+Mzo%IkCY$;(tTK<B#(qbFb805=fb9wW_gxC)uojCJ`_9;N-7;0xm~nAHt+6%%?Y9
z-orRxE~@eIc@r-=!riU4+3mGRlDmZ-*%4Z0V<p|->==64yU{&NzW8tYq>(^&=8#jy
zEpZw4J}rYobd@G;qsGRFC(&^N-e8{Ap4Q(QUJnm<6_=;@#~A9Ho%-v^QqL=Fo8$ok
z>*`g6vF>brW=#4xE$Q{S*A6F$?DoxzC6~J2jM3QF>7Vxg`65m9Ui+=AcE|1S@TtOF
z{6OXD_G9p0I|t>fL~8F2_P>qUC{HpAOS<K&RTWd=&2?lHffIU#u8lt~{@wYheSTJS
z(%viy{;n>Ww%DQKvnhgNLVlY=Bddab<Dc4!cfv5H5*9w}LehU8X-r^lCEl?as1rc$
zqNTZ&*GXe2IZ8w+O9jP&mzwoa@`4LpFMMI#U7B4KAqA6x{ePtms?{KnY8p33!FRS{
zqHTQ}O@e$=RWl0QZI7zgW_;@5yHX~C`8FprueM?ch;i1C0`f-1rjtb{)PR5d%x;=F
zSrf}iNzHU@ucrbelHaquY9(AuH9m&avfoa=i_`cbxgS(1lUV<wUJQ=@z8Cvfj9A#e
zVZ^S0Cck6EuJnZ87_rNM$$!O&UFjPCCnI(hi_+Gg5(M!;EN6nOka7u-mB}D@iRqg$
zg6S*>;(OL?&~l4OrBfKb2O(mJWw(`YhK2yjmUMs`1X&LLEi=HgARS^HSmlHK-p7nd
zC9xPxi00=npu->vhz4ST0zeQD45SA_0yhMt3w(~P+<M<B^gv_~0~DyW0??%dlc_)m
ze-@R^(mhNHKE%+4p->Rdua?6UnqCl1k4|Oj9%39L9q^~>kr{!WT7a)TgJMo%Q6ZY<
zyWvn60*Zv9U`Qwyj@|`@Ye1nIfMlgWe+K>k=>9t?Y$lZ^26XZ$G3d7of<~bbC<qPm
z)rLV~p+N7yd_m~{v3>outV4gZ!I5YL03uzZ!=ivA!5SMBhFWWb!GK6>bvV=y;$hd>
zU{K^*UpN#B|3MB6utZnY0_f0d>w^R2*|j;~2-q?Ld9^PRg<Ko&t77%MAW;a|S{)pP
zfv&S5u^3=EuFiqN{>XRTc#%-d`f;GJn6+~N=x}TE{-|aQ3WWxC%c@#{$BP4Y!)hDA
z=UqGZNHlW!V7N+$LBQ6H1JJFj574cP2dqEL+FCFu-1pCy#U%M3qB6x+(6-ie8Uun@
z-nYQUCNLPlD`Dk*A*S!_A4*+b>iX8^5D!BP2?56eIAkgXiGY(}FcOS{z~G=*3=WMX
zW8qjMLn;nOqd>_pG#ukg!IH2P43tVm!%$QdiAsi3;YMCxPp~8=Yh@o{&@d!UOkMpK
IM+>ok0DS7g#{d8T

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-reg.xml
new file mode 100644
index 00000000..23ac85b8
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-reg.xml
@@ -0,0 +1,1114 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-025-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='91'/>
+         <instruction instr-id='91' subinstr-id='2'/>
+         <instruction instr-id='91' subinstr-id='4'/>
+         <instruction instr-id='91' subinstr-id='8'/>
+         <instruction instr-id='91' subinstr-id='10'/>
+         <instruction instr-id='91' subinstr-id='12'/>
+         <instruction instr-id='91' subinstr-id='14'/>
+         <instruction instr-id='91' subinstr-id='16'/>
+         <instruction instr-id='91' subinstr-id='18'/>
+         <instruction instr-id='91' subinstr-id='20'/>
+         <instruction instr-id='91' subinstr-id='24'/>
+         <instruction instr-id='91' subinstr-id='26'/>
+         <instruction instr-id='91' subinstr-id='30'/>
+         <instruction instr-id='91' subinstr-id='32'/>
+         <instruction instr-id='91' subinstr-id='34'/>
+         <instruction instr-id='91' subinstr-id='38'/>
+         <instruction instr-id='91' subinstr-id='40'/>
+         <instruction instr-id='91' subinstr-id='42'/>
+         <instruction instr-id='91' subinstr-id='44'/>
+         <instruction instr-id='91' subinstr-id='46'/>
+         <instruction instr-id='91' subinstr-id='50'/>
+         <instruction instr-id='91' subinstr-id='52'/>
+         <instruction instr-id='91' subinstr-id='54'/>
+         <instruction instr-id='91' subinstr-id='58'/>
+         <instruction instr-id='91' subinstr-id='60'/>
+         <instruction instr-id='91' subinstr-id='62'/>
+         <instruction instr-id='91' subinstr-id='64'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='162' subinstr-id='4'/>
+         <instruction instr-id='162' subinstr-id='6'/>
+         <instruction instr-id='162' subinstr-id='8'/>
+         <instruction instr-id='162' subinstr-id='10'/>
+         <instruction instr-id='191'/>
+         <instruction instr-id='191' subinstr-id='2'/>
+         <instruction instr-id='191' subinstr-id='4'/>
+         <instruction instr-id='191' subinstr-id='6'/>
+         <instruction instr-id='191' subinstr-id='10'/>
+         <instruction instr-id='191' subinstr-id='12'/>
+         <instruction instr-id='191' subinstr-id='14'/>
+         <instruction instr-id='191' subinstr-id='16'/>
+         <instruction instr-id='191' subinstr-id='18'/>
+         <instruction instr-id='191' subinstr-id='20'/>
+         <instruction instr-id='191' subinstr-id='22'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='220' subinstr-id='14'/>
+         <instruction instr-id='220' subinstr-id='16'/>
+         <instruction instr-id='220' subinstr-id='18'/>
+         <instruction instr-id='220' subinstr-id='20'/>
+         <instruction instr-id='220' subinstr-id='22'/>
+         <instruction instr-id='220' subinstr-id='24'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='249' subinstr-id='16'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='395' subinstr-id='2'/>
+         <instruction instr-id='395' subinstr-id='4'/>
+         <instruction instr-id='441'/>
+         <instruction instr-id='441' subinstr-id='2'/>
+         <instruction instr-id='539'/>
+         <instruction instr-id='539' subinstr-id='2'/>
+         <instruction instr-id='539' subinstr-id='4'/>
+         <instruction instr-id='539' subinstr-id='6'/>
+         <instruction instr-id='539' subinstr-id='8'/>
+         <instruction instr-id='539' subinstr-id='10'/>
+         <instruction instr-id='568'/>
+         <instruction instr-id='568' subinstr-id='2'/>
+         <instruction instr-id='614'/>
+         <instruction instr-id='614' subinstr-id='2'/>
+         <instruction instr-id='614' subinstr-id='4'/>
+         <instruction instr-id='660'/>
+         <instruction instr-id='660' subinstr-id='2'/>
+         <bounding-box x1='59' y1='425' x2='362' y2='478'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='820'/>
+         <instruction instr-id='820' subinstr-id='2'/>
+         <instruction instr-id='820' subinstr-id='4'/>
+         <instruction instr-id='820' subinstr-id='8'/>
+         <instruction instr-id='820' subinstr-id='10'/>
+         <instruction instr-id='820' subinstr-id='12'/>
+         <instruction instr-id='820' subinstr-id='14'/>
+         <instruction instr-id='820' subinstr-id='16'/>
+         <instruction instr-id='820' subinstr-id='20'/>
+         <instruction instr-id='820' subinstr-id='22'/>
+         <instruction instr-id='820' subinstr-id='26'/>
+         <instruction instr-id='820' subinstr-id='28'/>
+         <instruction instr-id='820' subinstr-id='30'/>
+         <instruction instr-id='820' subinstr-id='34'/>
+         <instruction instr-id='820' subinstr-id='36'/>
+         <instruction instr-id='820' subinstr-id='38'/>
+         <instruction instr-id='820' subinstr-id='40'/>
+         <instruction instr-id='820' subinstr-id='44'/>
+         <instruction instr-id='820' subinstr-id='46'/>
+         <instruction instr-id='820' subinstr-id='48'/>
+         <instruction instr-id='820' subinstr-id='50'/>
+         <instruction instr-id='820' subinstr-id='52'/>
+         <instruction instr-id='820' subinstr-id='56'/>
+         <instruction instr-id='820' subinstr-id='58'/>
+         <instruction instr-id='820' subinstr-id='60'/>
+         <instruction instr-id='820' subinstr-id='62'/>
+         <instruction instr-id='820' subinstr-id='64'/>
+         <instruction instr-id='820' subinstr-id='66'/>
+         <instruction instr-id='820' subinstr-id='68'/>
+         <instruction instr-id='820' subinstr-id='70'/>
+         <instruction instr-id='891'/>
+         <instruction instr-id='891' subinstr-id='2'/>
+         <instruction instr-id='891' subinstr-id='4'/>
+         <instruction instr-id='891' subinstr-id='6'/>
+         <instruction instr-id='891' subinstr-id='8'/>
+         <instruction instr-id='891' subinstr-id='10'/>
+         <instruction instr-id='891' subinstr-id='12'/>
+         <instruction instr-id='891' subinstr-id='14'/>
+         <instruction instr-id='891' subinstr-id='16'/>
+         <instruction instr-id='891' subinstr-id='18'/>
+         <instruction instr-id='891' subinstr-id='20'/>
+         <instruction instr-id='891' subinstr-id='22'/>
+         <instruction instr-id='891' subinstr-id='24'/>
+         <instruction instr-id='903'/>
+         <instruction instr-id='903' subinstr-id='2'/>
+         <instruction instr-id='903' subinstr-id='4'/>
+         <instruction instr-id='903' subinstr-id='6'/>
+         <instruction instr-id='903' subinstr-id='8'/>
+         <instruction instr-id='903' subinstr-id='10'/>
+         <instruction instr-id='903' subinstr-id='12'/>
+         <instruction instr-id='903' subinstr-id='14'/>
+         <instruction instr-id='935'/>
+         <instruction instr-id='935' subinstr-id='2'/>
+         <instruction instr-id='935' subinstr-id='6'/>
+         <instruction instr-id='935' subinstr-id='8'/>
+         <instruction instr-id='935' subinstr-id='10'/>
+         <instruction instr-id='935' subinstr-id='12'/>
+         <instruction instr-id='935' subinstr-id='14'/>
+         <instruction instr-id='935' subinstr-id='18'/>
+         <instruction instr-id='935' subinstr-id='20'/>
+         <instruction instr-id='935' subinstr-id='22'/>
+         <instruction instr-id='935' subinstr-id='24'/>
+         <instruction instr-id='935' subinstr-id='26'/>
+         <instruction instr-id='947'/>
+         <instruction instr-id='947' subinstr-id='2'/>
+         <instruction instr-id='947' subinstr-id='4'/>
+         <instruction instr-id='947' subinstr-id='6'/>
+         <instruction instr-id='976'/>
+         <instruction instr-id='976' subinstr-id='2'/>
+         <instruction instr-id='976' subinstr-id='4'/>
+         <instruction instr-id='976' subinstr-id='6'/>
+         <instruction instr-id='976' subinstr-id='8'/>
+         <instruction instr-id='976' subinstr-id='12'/>
+         <instruction instr-id='976' subinstr-id='14'/>
+         <instruction instr-id='976' subinstr-id='16'/>
+         <instruction instr-id='976' subinstr-id='18'/>
+         <instruction instr-id='976' subinstr-id='20'/>
+         <instruction instr-id='988'/>
+         <instruction instr-id='988' subinstr-id='2'/>
+         <instruction instr-id='988' subinstr-id='4'/>
+         <instruction instr-id='988' subinstr-id='6'/>
+         <instruction instr-id='988' subinstr-id='8'/>
+         <instruction instr-id='1017'/>
+         <instruction instr-id='1017' subinstr-id='2'/>
+         <instruction instr-id='1017' subinstr-id='4'/>
+         <instruction instr-id='1017' subinstr-id='6'/>
+         <instruction instr-id='1017' subinstr-id='8'/>
+         <instruction instr-id='1017' subinstr-id='10'/>
+         <instruction instr-id='1017' subinstr-id='12'/>
+         <instruction instr-id='1017' subinstr-id='14'/>
+         <instruction instr-id='1017' subinstr-id='16'/>
+         <instruction instr-id='1017' subinstr-id='18'/>
+         <instruction instr-id='1017' subinstr-id='20'/>
+         <instruction instr-id='1017' subinstr-id='22'/>
+         <instruction instr-id='1088'/>
+         <instruction instr-id='1088' subinstr-id='2'/>
+         <instruction instr-id='1088' subinstr-id='4'/>
+         <instruction instr-id='1088' subinstr-id='6'/>
+         <instruction instr-id='1088' subinstr-id='8'/>
+         <instruction instr-id='1088' subinstr-id='10'/>
+         <instruction instr-id='1088' subinstr-id='12'/>
+         <instruction instr-id='1088' subinstr-id='14'/>
+         <instruction instr-id='1117'/>
+         <instruction instr-id='1117' subinstr-id='2'/>
+         <instruction instr-id='1117' subinstr-id='4'/>
+         <instruction instr-id='1163'/>
+         <instruction instr-id='1163' subinstr-id='2'/>
+         <instruction instr-id='1163' subinstr-id='4'/>
+         <instruction instr-id='1209'/>
+         <instruction instr-id='1209' subinstr-id='2'/>
+         <instruction instr-id='1209' subinstr-id='4'/>
+         <instruction instr-id='1307'/>
+         <instruction instr-id='1307' subinstr-id='2'/>
+         <instruction instr-id='1307' subinstr-id='4'/>
+         <instruction instr-id='1307' subinstr-id='6'/>
+         <instruction instr-id='1307' subinstr-id='8'/>
+         <instruction instr-id='1307' subinstr-id='10'/>
+         <instruction instr-id='1307' subinstr-id='12'/>
+         <instruction instr-id='1307' subinstr-id='14'/>
+         <instruction instr-id='1307' subinstr-id='16'/>
+         <instruction instr-id='1307' subinstr-id='18'/>
+         <instruction instr-id='1307' subinstr-id='20'/>
+         <instruction instr-id='1307' subinstr-id='22'/>
+         <instruction instr-id='1336'/>
+         <instruction instr-id='1336' subinstr-id='2'/>
+         <instruction instr-id='1382'/>
+         <instruction instr-id='1382' subinstr-id='2'/>
+         <instruction instr-id='1382' subinstr-id='4'/>
+         <instruction instr-id='1428'/>
+         <instruction instr-id='1428' subinstr-id='2'/>
+         <instruction instr-id='1428' subinstr-id='4'/>
+         <instruction instr-id='1518'/>
+         <instruction instr-id='1518' subinstr-id='2'/>
+         <instruction instr-id='1518' subinstr-id='4'/>
+         <instruction instr-id='1518' subinstr-id='6'/>
+         <instruction instr-id='1518' subinstr-id='8'/>
+         <instruction instr-id='1518' subinstr-id='10'/>
+         <instruction instr-id='1518' subinstr-id='12'/>
+         <instruction instr-id='1518' subinstr-id='14'/>
+         <instruction instr-id='1518' subinstr-id='16'/>
+         <instruction instr-id='1547'/>
+         <instruction instr-id='1547' subinstr-id='2'/>
+         <instruction instr-id='1547' subinstr-id='4'/>
+         <instruction instr-id='1593'/>
+         <instruction instr-id='1593' subinstr-id='2'/>
+         <instruction instr-id='1593' subinstr-id='4'/>
+         <instruction instr-id='1639'/>
+         <instruction instr-id='1639' subinstr-id='2'/>
+         <instruction instr-id='1639' subinstr-id='4'/>
+         <instruction instr-id='1729'/>
+         <instruction instr-id='1729' subinstr-id='2'/>
+         <instruction instr-id='1729' subinstr-id='4'/>
+         <instruction instr-id='1729' subinstr-id='6'/>
+         <instruction instr-id='1729' subinstr-id='10'/>
+         <instruction instr-id='1729' subinstr-id='12'/>
+         <instruction instr-id='1729' subinstr-id='14'/>
+         <instruction instr-id='1729' subinstr-id='18'/>
+         <instruction instr-id='1729' subinstr-id='20'/>
+         <instruction instr-id='1729' subinstr-id='22'/>
+         <instruction instr-id='1729' subinstr-id='24'/>
+         <instruction instr-id='1729' subinstr-id='26'/>
+         <instruction instr-id='1729' subinstr-id='28'/>
+         <instruction instr-id='1729' subinstr-id='30'/>
+         <instruction instr-id='1729' subinstr-id='32'/>
+         <instruction instr-id='1729' subinstr-id='36'/>
+         <instruction instr-id='1729' subinstr-id='38'/>
+         <instruction instr-id='1729' subinstr-id='40'/>
+         <instruction instr-id='1729' subinstr-id='42'/>
+         <instruction instr-id='1775'/>
+         <instruction instr-id='1775' subinstr-id='2'/>
+         <instruction instr-id='1775' subinstr-id='4'/>
+         <instruction instr-id='1821'/>
+         <instruction instr-id='1821' subinstr-id='2'/>
+         <instruction instr-id='1867'/>
+         <instruction instr-id='1867' subinstr-id='2'/>
+         <instruction instr-id='1867' subinstr-id='4'/>
+         <instruction instr-id='1957'/>
+         <instruction instr-id='1957' subinstr-id='2'/>
+         <instruction instr-id='1957' subinstr-id='4'/>
+         <instruction instr-id='1957' subinstr-id='6'/>
+         <instruction instr-id='1957' subinstr-id='8'/>
+         <instruction instr-id='1957' subinstr-id='10'/>
+         <instruction instr-id='1957' subinstr-id='12'/>
+         <instruction instr-id='1957' subinstr-id='16'/>
+         <instruction instr-id='1957' subinstr-id='18'/>
+         <instruction instr-id='1957' subinstr-id='20'/>
+         <instruction instr-id='1957' subinstr-id='24'/>
+         <instruction instr-id='1957' subinstr-id='26'/>
+         <instruction instr-id='1957' subinstr-id='28'/>
+         <instruction instr-id='1957' subinstr-id='32'/>
+         <instruction instr-id='1957' subinstr-id='34'/>
+         <instruction instr-id='1957' subinstr-id='36'/>
+         <instruction instr-id='1957' subinstr-id='38'/>
+         <instruction instr-id='1986'/>
+         <instruction instr-id='1986' subinstr-id='2'/>
+         <instruction instr-id='1986' subinstr-id='4'/>
+         <instruction instr-id='2032'/>
+         <instruction instr-id='2032' subinstr-id='2'/>
+         <instruction instr-id='2032' subinstr-id='4'/>
+         <instruction instr-id='2078'/>
+         <instruction instr-id='2078' subinstr-id='2'/>
+         <instruction instr-id='2078' subinstr-id='4'/>
+         <instruction instr-id='2168'/>
+         <instruction instr-id='2168' subinstr-id='2'/>
+         <instruction instr-id='2168' subinstr-id='4'/>
+         <instruction instr-id='2168' subinstr-id='6'/>
+         <instruction instr-id='2168' subinstr-id='8'/>
+         <instruction instr-id='2168' subinstr-id='10'/>
+         <instruction instr-id='2168' subinstr-id='12'/>
+         <instruction instr-id='2168' subinstr-id='16'/>
+         <instruction instr-id='2168' subinstr-id='18'/>
+         <instruction instr-id='2168' subinstr-id='20'/>
+         <instruction instr-id='2168' subinstr-id='22'/>
+         <instruction instr-id='2168' subinstr-id='24'/>
+         <instruction instr-id='2168' subinstr-id='26'/>
+         <instruction instr-id='2168' subinstr-id='28'/>
+         <instruction instr-id='2197'/>
+         <instruction instr-id='2197' subinstr-id='2'/>
+         <instruction instr-id='2197' subinstr-id='4'/>
+         <instruction instr-id='2243'/>
+         <instruction instr-id='2243' subinstr-id='2'/>
+         <instruction instr-id='2243' subinstr-id='4'/>
+         <instruction instr-id='2289'/>
+         <instruction instr-id='2289' subinstr-id='2'/>
+         <instruction instr-id='2379'/>
+         <instruction instr-id='2379' subinstr-id='2'/>
+         <instruction instr-id='2379' subinstr-id='4'/>
+         <instruction instr-id='2379' subinstr-id='6'/>
+         <instruction instr-id='2379' subinstr-id='8'/>
+         <instruction instr-id='2379' subinstr-id='12'/>
+         <instruction instr-id='2379' subinstr-id='14'/>
+         <instruction instr-id='2379' subinstr-id='16'/>
+         <instruction instr-id='2379' subinstr-id='20'/>
+         <instruction instr-id='2379' subinstr-id='22'/>
+         <instruction instr-id='2379' subinstr-id='24'/>
+         <instruction instr-id='2379' subinstr-id='26'/>
+         <instruction instr-id='2379' subinstr-id='28'/>
+         <instruction instr-id='2379' subinstr-id='30'/>
+         <instruction instr-id='2379' subinstr-id='32'/>
+         <instruction instr-id='2379' subinstr-id='34'/>
+         <instruction instr-id='2379' subinstr-id='36'/>
+         <instruction instr-id='2408'/>
+         <instruction instr-id='2408' subinstr-id='2'/>
+         <instruction instr-id='2408' subinstr-id='4'/>
+         <instruction instr-id='2454'/>
+         <instruction instr-id='2454' subinstr-id='2'/>
+         <instruction instr-id='2500'/>
+         <instruction instr-id='2500' subinstr-id='2'/>
+         <instruction instr-id='2590'/>
+         <instruction instr-id='2590' subinstr-id='2'/>
+         <instruction instr-id='2590' subinstr-id='4'/>
+         <instruction instr-id='2590' subinstr-id='6'/>
+         <instruction instr-id='2590' subinstr-id='8'/>
+         <instruction instr-id='2590' subinstr-id='12'/>
+         <instruction instr-id='2590' subinstr-id='14'/>
+         <instruction instr-id='2590' subinstr-id='16'/>
+         <instruction instr-id='2590' subinstr-id='18'/>
+         <instruction instr-id='2590' subinstr-id='20'/>
+         <instruction instr-id='2590' subinstr-id='22'/>
+         <instruction instr-id='2590' subinstr-id='24'/>
+         <instruction instr-id='2590' subinstr-id='26'/>
+         <instruction instr-id='2619'/>
+         <instruction instr-id='2619' subinstr-id='2'/>
+         <instruction instr-id='2619' subinstr-id='4'/>
+         <instruction instr-id='2665'/>
+         <instruction instr-id='2665' subinstr-id='2'/>
+         <instruction instr-id='2711'/>
+         <instruction instr-id='2711' subinstr-id='2'/>
+         <instruction instr-id='2711' subinstr-id='4'/>
+         <instruction instr-id='2801'/>
+         <instruction instr-id='2801' subinstr-id='2'/>
+         <instruction instr-id='2801' subinstr-id='4'/>
+         <instruction instr-id='2801' subinstr-id='6'/>
+         <instruction instr-id='2801' subinstr-id='8'/>
+         <instruction instr-id='2801' subinstr-id='10'/>
+         <instruction instr-id='2801' subinstr-id='12'/>
+         <instruction instr-id='2801' subinstr-id='16'/>
+         <instruction instr-id='2801' subinstr-id='18'/>
+         <instruction instr-id='2801' subinstr-id='20'/>
+         <instruction instr-id='2801' subinstr-id='22'/>
+         <instruction instr-id='2801' subinstr-id='24'/>
+         <instruction instr-id='2830'/>
+         <instruction instr-id='2830' subinstr-id='2'/>
+         <instruction instr-id='2830' subinstr-id='4'/>
+         <instruction instr-id='2876'/>
+         <instruction instr-id='2876' subinstr-id='2'/>
+         <instruction instr-id='2922'/>
+         <instruction instr-id='2922' subinstr-id='2'/>
+         <instruction instr-id='2922' subinstr-id='4'/>
+         <bounding-box x1='59' y1='212' x2='362' y2='373'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='2'>
+         <instruction instr-id='3082'/>
+         <instruction instr-id='3082' subinstr-id='2'/>
+         <instruction instr-id='3082' subinstr-id='4'/>
+         <instruction instr-id='3082' subinstr-id='8'/>
+         <instruction instr-id='3082' subinstr-id='10'/>
+         <instruction instr-id='3082' subinstr-id='12'/>
+         <instruction instr-id='3082' subinstr-id='14'/>
+         <instruction instr-id='3082' subinstr-id='16'/>
+         <instruction instr-id='3082' subinstr-id='20'/>
+         <instruction instr-id='3082' subinstr-id='22'/>
+         <instruction instr-id='3082' subinstr-id='24'/>
+         <instruction instr-id='3082' subinstr-id='26'/>
+         <instruction instr-id='3082' subinstr-id='30'/>
+         <instruction instr-id='3082' subinstr-id='32'/>
+         <instruction instr-id='3082' subinstr-id='34'/>
+         <instruction instr-id='3082' subinstr-id='38'/>
+         <instruction instr-id='3082' subinstr-id='40'/>
+         <instruction instr-id='3082' subinstr-id='42'/>
+         <instruction instr-id='3082' subinstr-id='44'/>
+         <instruction instr-id='3082' subinstr-id='46'/>
+         <instruction instr-id='3082' subinstr-id='50'/>
+         <instruction instr-id='3082' subinstr-id='52'/>
+         <instruction instr-id='3082' subinstr-id='54'/>
+         <instruction instr-id='3082' subinstr-id='56'/>
+         <instruction instr-id='3082' subinstr-id='58'/>
+         <instruction instr-id='3082' subinstr-id='60'/>
+         <instruction instr-id='3082' subinstr-id='62'/>
+         <instruction instr-id='3082' subinstr-id='64'/>
+         <instruction instr-id='3082' subinstr-id='68'/>
+         <instruction instr-id='3082' subinstr-id='70'/>
+         <instruction instr-id='3082' subinstr-id='74'/>
+         <instruction instr-id='3082' subinstr-id='76'/>
+         <instruction instr-id='3082' subinstr-id='78'/>
+         <instruction instr-id='3082' subinstr-id='80'/>
+         <instruction instr-id='3082' subinstr-id='82'/>
+         <instruction instr-id='3082' subinstr-id='84'/>
+         <instruction instr-id='3082' subinstr-id='86'/>
+         <instruction instr-id='3082' subinstr-id='88'/>
+         <instruction instr-id='3141'/>
+         <instruction instr-id='3141' subinstr-id='2'/>
+         <instruction instr-id='3141' subinstr-id='4'/>
+         <instruction instr-id='3141' subinstr-id='6'/>
+         <instruction instr-id='3141' subinstr-id='8'/>
+         <instruction instr-id='3141' subinstr-id='10'/>
+         <instruction instr-id='3141' subinstr-id='12'/>
+         <instruction instr-id='3141' subinstr-id='14'/>
+         <instruction instr-id='3141' subinstr-id='16'/>
+         <instruction instr-id='3141' subinstr-id='18'/>
+         <instruction instr-id='3141' subinstr-id='20'/>
+         <instruction instr-id='3141' subinstr-id='22'/>
+         <instruction instr-id='3141' subinstr-id='24'/>
+         <instruction instr-id='3153'/>
+         <instruction instr-id='3153' subinstr-id='2'/>
+         <instruction instr-id='3153' subinstr-id='4'/>
+         <instruction instr-id='3153' subinstr-id='6'/>
+         <instruction instr-id='3153' subinstr-id='8'/>
+         <instruction instr-id='3153' subinstr-id='10'/>
+         <instruction instr-id='3153' subinstr-id='12'/>
+         <instruction instr-id='3153' subinstr-id='14'/>
+         <instruction instr-id='3182'/>
+         <instruction instr-id='3182' subinstr-id='2'/>
+         <instruction instr-id='3211'/>
+         <instruction instr-id='3211' subinstr-id='2'/>
+         <instruction instr-id='3211' subinstr-id='4'/>
+         <instruction instr-id='3211' subinstr-id='6'/>
+         <instruction instr-id='3211' subinstr-id='8'/>
+         <instruction instr-id='3211' subinstr-id='10'/>
+         <instruction instr-id='3211' subinstr-id='12'/>
+         <instruction instr-id='3211' subinstr-id='14'/>
+         <instruction instr-id='3211' subinstr-id='16'/>
+         <instruction instr-id='3211' subinstr-id='18'/>
+         <instruction instr-id='3211' subinstr-id='20'/>
+         <instruction instr-id='3211' subinstr-id='22'/>
+         <instruction instr-id='3240'/>
+         <instruction instr-id='3240' subinstr-id='2'/>
+         <instruction instr-id='3240' subinstr-id='4'/>
+         <instruction instr-id='3240' subinstr-id='6'/>
+         <instruction instr-id='3240' subinstr-id='8'/>
+         <instruction instr-id='3240' subinstr-id='10'/>
+         <instruction instr-id='3240' subinstr-id='12'/>
+         <instruction instr-id='3240' subinstr-id='14'/>
+         <instruction instr-id='3240' subinstr-id='16'/>
+         <instruction instr-id='3240' subinstr-id='18'/>
+         <instruction instr-id='3311'/>
+         <instruction instr-id='3311' subinstr-id='2'/>
+         <instruction instr-id='3311' subinstr-id='4'/>
+         <instruction instr-id='3311' subinstr-id='6'/>
+         <instruction instr-id='3311' subinstr-id='8'/>
+         <instruction instr-id='3311' subinstr-id='10'/>
+         <instruction instr-id='3311' subinstr-id='12'/>
+         <instruction instr-id='3311' subinstr-id='14'/>
+         <instruction instr-id='3340'/>
+         <instruction instr-id='3340' subinstr-id='2'/>
+         <instruction instr-id='3340' subinstr-id='4'/>
+         <instruction instr-id='3386'/>
+         <instruction instr-id='3386' subinstr-id='2'/>
+         <instruction instr-id='3386' subinstr-id='4'/>
+         <instruction instr-id='3432'/>
+         <instruction instr-id='3432' subinstr-id='2'/>
+         <instruction instr-id='3530'/>
+         <instruction instr-id='3530' subinstr-id='2'/>
+         <instruction instr-id='3530' subinstr-id='4'/>
+         <instruction instr-id='3530' subinstr-id='6'/>
+         <instruction instr-id='3530' subinstr-id='8'/>
+         <instruction instr-id='3530' subinstr-id='10'/>
+         <instruction instr-id='3530' subinstr-id='12'/>
+         <instruction instr-id='3530' subinstr-id='14'/>
+         <instruction instr-id='3530' subinstr-id='16'/>
+         <instruction instr-id='3530' subinstr-id='18'/>
+         <instruction instr-id='3530' subinstr-id='20'/>
+         <instruction instr-id='3530' subinstr-id='22'/>
+         <instruction instr-id='3559'/>
+         <instruction instr-id='3559' subinstr-id='2'/>
+         <instruction instr-id='3559' subinstr-id='4'/>
+         <instruction instr-id='3605'/>
+         <instruction instr-id='3605' subinstr-id='2'/>
+         <instruction instr-id='3651'/>
+         <instruction instr-id='3651' subinstr-id='2'/>
+         <instruction instr-id='3741'/>
+         <instruction instr-id='3741' subinstr-id='2'/>
+         <instruction instr-id='3741' subinstr-id='4'/>
+         <instruction instr-id='3741' subinstr-id='6'/>
+         <instruction instr-id='3741' subinstr-id='8'/>
+         <instruction instr-id='3741' subinstr-id='10'/>
+         <instruction instr-id='3741' subinstr-id='12'/>
+         <instruction instr-id='3741' subinstr-id='14'/>
+         <instruction instr-id='3741' subinstr-id='18'/>
+         <instruction instr-id='3741' subinstr-id='20'/>
+         <instruction instr-id='3741' subinstr-id='22'/>
+         <instruction instr-id='3741' subinstr-id='24'/>
+         <instruction instr-id='3741' subinstr-id='26'/>
+         <instruction instr-id='3741' subinstr-id='28'/>
+         <instruction instr-id='3741' subinstr-id='30'/>
+         <instruction instr-id='3741' subinstr-id='32'/>
+         <instruction instr-id='3741' subinstr-id='34'/>
+         <instruction instr-id='3741' subinstr-id='36'/>
+         <instruction instr-id='3741' subinstr-id='38'/>
+         <instruction instr-id='3741' subinstr-id='40'/>
+         <instruction instr-id='3770'/>
+         <instruction instr-id='3770' subinstr-id='2'/>
+         <instruction instr-id='3770' subinstr-id='4'/>
+         <instruction instr-id='3816'/>
+         <instruction instr-id='3816' subinstr-id='2'/>
+         <instruction instr-id='3862'/>
+         <instruction instr-id='3952'/>
+         <instruction instr-id='3952' subinstr-id='2'/>
+         <instruction instr-id='3952' subinstr-id='4'/>
+         <instruction instr-id='3952' subinstr-id='6'/>
+         <instruction instr-id='3952' subinstr-id='8'/>
+         <instruction instr-id='3952' subinstr-id='10'/>
+         <instruction instr-id='3952' subinstr-id='12'/>
+         <instruction instr-id='3952' subinstr-id='14'/>
+         <instruction instr-id='3952' subinstr-id='16'/>
+         <instruction instr-id='3952' subinstr-id='18'/>
+         <instruction instr-id='3952' subinstr-id='20'/>
+         <instruction instr-id='3981'/>
+         <instruction instr-id='3981' subinstr-id='2'/>
+         <instruction instr-id='3981' subinstr-id='4'/>
+         <instruction instr-id='4027'/>
+         <instruction instr-id='4027' subinstr-id='2'/>
+         <instruction instr-id='4073'/>
+         <instruction instr-id='4073' subinstr-id='2'/>
+         <bounding-box x1='59' y1='80' x2='362' y2='160'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='3'>
+         <instruction instr-id='81'/>
+         <instruction instr-id='81' subinstr-id='2'/>
+         <instruction instr-id='81' subinstr-id='4'/>
+         <instruction instr-id='81' subinstr-id='6'/>
+         <instruction instr-id='81' subinstr-id='8'/>
+         <instruction instr-id='81' subinstr-id='10'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='152' subinstr-id='2'/>
+         <instruction instr-id='152' subinstr-id='4'/>
+         <instruction instr-id='152' subinstr-id='6'/>
+         <instruction instr-id='152' subinstr-id='8'/>
+         <instruction instr-id='152' subinstr-id='10'/>
+         <instruction instr-id='152' subinstr-id='12'/>
+         <instruction instr-id='152' subinstr-id='14'/>
+         <instruction instr-id='152' subinstr-id='16'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='269' subinstr-id='16'/>
+         <instruction instr-id='269' subinstr-id='18'/>
+         <instruction instr-id='269' subinstr-id='20'/>
+         <instruction instr-id='269' subinstr-id='22'/>
+         <instruction instr-id='269' subinstr-id='24'/>
+         <instruction instr-id='269' subinstr-id='26'/>
+         <instruction instr-id='269' subinstr-id='28'/>
+         <instruction instr-id='269' subinstr-id='30'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='298' subinstr-id='2'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='428'/>
+         <instruction instr-id='428' subinstr-id='2'/>
+         <instruction instr-id='428' subinstr-id='4'/>
+         <instruction instr-id='428' subinstr-id='6'/>
+         <instruction instr-id='428' subinstr-id='8'/>
+         <instruction instr-id='428' subinstr-id='10'/>
+         <instruction instr-id='428' subinstr-id='12'/>
+         <instruction instr-id='428' subinstr-id='16'/>
+         <instruction instr-id='428' subinstr-id='18'/>
+         <instruction instr-id='428' subinstr-id='20'/>
+         <instruction instr-id='428' subinstr-id='22'/>
+         <instruction instr-id='428' subinstr-id='24'/>
+         <instruction instr-id='428' subinstr-id='26'/>
+         <instruction instr-id='428' subinstr-id='28'/>
+         <instruction instr-id='428' subinstr-id='30'/>
+         <instruction instr-id='457'/>
+         <instruction instr-id='457' subinstr-id='2'/>
+         <instruction instr-id='503'/>
+         <instruction instr-id='503' subinstr-id='2'/>
+         <instruction instr-id='583'/>
+         <instruction instr-id='583' subinstr-id='2'/>
+         <instruction instr-id='583' subinstr-id='4'/>
+         <instruction instr-id='583' subinstr-id='6'/>
+         <instruction instr-id='583' subinstr-id='8'/>
+         <instruction instr-id='583' subinstr-id='10'/>
+         <instruction instr-id='612'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='658' subinstr-id='2'/>
+         <instruction instr-id='738'/>
+         <instruction instr-id='738' subinstr-id='2'/>
+         <instruction instr-id='738' subinstr-id='4'/>
+         <instruction instr-id='738' subinstr-id='6'/>
+         <instruction instr-id='738' subinstr-id='8'/>
+         <instruction instr-id='738' subinstr-id='10'/>
+         <instruction instr-id='738' subinstr-id='12'/>
+         <instruction instr-id='738' subinstr-id='16'/>
+         <instruction instr-id='738' subinstr-id='18'/>
+         <instruction instr-id='738' subinstr-id='20'/>
+         <instruction instr-id='738' subinstr-id='22'/>
+         <instruction instr-id='738' subinstr-id='24'/>
+         <instruction instr-id='738' subinstr-id='26'/>
+         <instruction instr-id='738' subinstr-id='28'/>
+         <instruction instr-id='738' subinstr-id='32'/>
+         <instruction instr-id='738' subinstr-id='34'/>
+         <instruction instr-id='738' subinstr-id='36'/>
+         <instruction instr-id='738' subinstr-id='38'/>
+         <instruction instr-id='738' subinstr-id='40'/>
+         <instruction instr-id='738' subinstr-id='42'/>
+         <instruction instr-id='738' subinstr-id='44'/>
+         <instruction instr-id='738' subinstr-id='46'/>
+         <instruction instr-id='767'/>
+         <instruction instr-id='813'/>
+         <instruction instr-id='813' subinstr-id='2'/>
+         <instruction instr-id='893'/>
+         <instruction instr-id='893' subinstr-id='2'/>
+         <instruction instr-id='893' subinstr-id='4'/>
+         <instruction instr-id='893' subinstr-id='6'/>
+         <instruction instr-id='893' subinstr-id='8'/>
+         <instruction instr-id='893' subinstr-id='10'/>
+         <instruction instr-id='893' subinstr-id='12'/>
+         <instruction instr-id='893' subinstr-id='14'/>
+         <instruction instr-id='893' subinstr-id='16'/>
+         <instruction instr-id='893' subinstr-id='18'/>
+         <instruction instr-id='922'/>
+         <instruction instr-id='922' subinstr-id='2'/>
+         <instruction instr-id='968'/>
+         <instruction instr-id='968' subinstr-id='2'/>
+         <instruction instr-id='1048'/>
+         <instruction instr-id='1048' subinstr-id='2'/>
+         <instruction instr-id='1048' subinstr-id='4'/>
+         <instruction instr-id='1048' subinstr-id='6'/>
+         <instruction instr-id='1048' subinstr-id='8'/>
+         <instruction instr-id='1048' subinstr-id='10'/>
+         <instruction instr-id='1048' subinstr-id='12'/>
+         <instruction instr-id='1048' subinstr-id='14'/>
+         <instruction instr-id='1077'/>
+         <instruction instr-id='1123'/>
+         <instruction instr-id='1203'/>
+         <instruction instr-id='1203' subinstr-id='2'/>
+         <instruction instr-id='1203' subinstr-id='4'/>
+         <instruction instr-id='1203' subinstr-id='6'/>
+         <instruction instr-id='1203' subinstr-id='8'/>
+         <instruction instr-id='1203' subinstr-id='10'/>
+         <instruction instr-id='1203' subinstr-id='12'/>
+         <instruction instr-id='1203' subinstr-id='14'/>
+         <instruction instr-id='1203' subinstr-id='18'/>
+         <instruction instr-id='1203' subinstr-id='20'/>
+         <instruction instr-id='1203' subinstr-id='22'/>
+         <instruction instr-id='1203' subinstr-id='24'/>
+         <instruction instr-id='1203' subinstr-id='26'/>
+         <instruction instr-id='1203' subinstr-id='28'/>
+         <instruction instr-id='1203' subinstr-id='30'/>
+         <instruction instr-id='1203' subinstr-id='32'/>
+         <instruction instr-id='1203' subinstr-id='34'/>
+         <instruction instr-id='1203' subinstr-id='36'/>
+         <instruction instr-id='1203' subinstr-id='38'/>
+         <instruction instr-id='1203' subinstr-id='42'/>
+         <instruction instr-id='1203' subinstr-id='44'/>
+         <instruction instr-id='1203' subinstr-id='46'/>
+         <instruction instr-id='1203' subinstr-id='48'/>
+         <instruction instr-id='1203' subinstr-id='50'/>
+         <instruction instr-id='1203' subinstr-id='52'/>
+         <instruction instr-id='1203' subinstr-id='54'/>
+         <instruction instr-id='1203' subinstr-id='56'/>
+         <instruction instr-id='1232'/>
+         <instruction instr-id='1278'/>
+         <instruction instr-id='1358'/>
+         <instruction instr-id='1358' subinstr-id='2'/>
+         <instruction instr-id='1358' subinstr-id='4'/>
+         <instruction instr-id='1358' subinstr-id='6'/>
+         <instruction instr-id='1358' subinstr-id='8'/>
+         <instruction instr-id='1358' subinstr-id='10'/>
+         <instruction instr-id='1358' subinstr-id='12'/>
+         <instruction instr-id='1358' subinstr-id='14'/>
+         <instruction instr-id='1358' subinstr-id='16'/>
+         <instruction instr-id='1358' subinstr-id='20'/>
+         <instruction instr-id='1358' subinstr-id='22'/>
+         <instruction instr-id='1358' subinstr-id='24'/>
+         <instruction instr-id='1358' subinstr-id='26'/>
+         <instruction instr-id='1358' subinstr-id='28'/>
+         <instruction instr-id='1358' subinstr-id='32'/>
+         <instruction instr-id='1358' subinstr-id='34'/>
+         <instruction instr-id='1358' subinstr-id='36'/>
+         <instruction instr-id='1358' subinstr-id='38'/>
+         <instruction instr-id='1358' subinstr-id='40'/>
+         <instruction instr-id='1358' subinstr-id='42'/>
+         <instruction instr-id='1358' subinstr-id='44'/>
+         <instruction instr-id='1387'/>
+         <instruction instr-id='1433'/>
+         <instruction instr-id='1513'/>
+         <instruction instr-id='1513' subinstr-id='2'/>
+         <instruction instr-id='1513' subinstr-id='4'/>
+         <instruction instr-id='1513' subinstr-id='6'/>
+         <instruction instr-id='1513' subinstr-id='10'/>
+         <instruction instr-id='1513' subinstr-id='12'/>
+         <instruction instr-id='1513' subinstr-id='14'/>
+         <instruction instr-id='1513' subinstr-id='16'/>
+         <instruction instr-id='1542'/>
+         <instruction instr-id='1542' subinstr-id='2'/>
+         <instruction instr-id='1588'/>
+         <instruction instr-id='1588' subinstr-id='2'/>
+         <instruction instr-id='1588' subinstr-id='4'/>
+         <instruction instr-id='1668'/>
+         <instruction instr-id='1668' subinstr-id='2'/>
+         <instruction instr-id='1668' subinstr-id='4'/>
+         <instruction instr-id='1668' subinstr-id='6'/>
+         <instruction instr-id='1668' subinstr-id='8'/>
+         <instruction instr-id='1668' subinstr-id='10'/>
+         <instruction instr-id='1668' subinstr-id='14'/>
+         <instruction instr-id='1668' subinstr-id='16'/>
+         <instruction instr-id='1668' subinstr-id='18'/>
+         <instruction instr-id='1668' subinstr-id='20'/>
+         <instruction instr-id='1668' subinstr-id='22'/>
+         <instruction instr-id='1668' subinstr-id='24'/>
+         <instruction instr-id='1668' subinstr-id='26'/>
+         <instruction instr-id='1668' subinstr-id='28'/>
+         <instruction instr-id='1668' subinstr-id='30'/>
+         <instruction instr-id='1668' subinstr-id='32'/>
+         <instruction instr-id='1668' subinstr-id='34'/>
+         <instruction instr-id='1668' subinstr-id='36'/>
+         <instruction instr-id='1668' subinstr-id='38'/>
+         <instruction instr-id='1697'/>
+         <instruction instr-id='1743'/>
+         <instruction instr-id='1823'/>
+         <instruction instr-id='1823' subinstr-id='2'/>
+         <instruction instr-id='1823' subinstr-id='4'/>
+         <instruction instr-id='1823' subinstr-id='6'/>
+         <instruction instr-id='1823' subinstr-id='8'/>
+         <instruction instr-id='1823' subinstr-id='10'/>
+         <instruction instr-id='1823' subinstr-id='12'/>
+         <instruction instr-id='1823' subinstr-id='14'/>
+         <instruction instr-id='1823' subinstr-id='16'/>
+         <instruction instr-id='1823' subinstr-id='18'/>
+         <instruction instr-id='1823' subinstr-id='20'/>
+         <instruction instr-id='1823' subinstr-id='22'/>
+         <instruction instr-id='1823' subinstr-id='24'/>
+         <instruction instr-id='1823' subinstr-id='26'/>
+         <instruction instr-id='1823' subinstr-id='30'/>
+         <instruction instr-id='1823' subinstr-id='32'/>
+         <instruction instr-id='1823' subinstr-id='36'/>
+         <instruction instr-id='1823' subinstr-id='38'/>
+         <instruction instr-id='1823' subinstr-id='40'/>
+         <instruction instr-id='1823' subinstr-id='42'/>
+         <instruction instr-id='1823' subinstr-id='44'/>
+         <instruction instr-id='1823' subinstr-id='48'/>
+         <instruction instr-id='1823' subinstr-id='50'/>
+         <instruction instr-id='1823' subinstr-id='52'/>
+         <instruction instr-id='1823' subinstr-id='54'/>
+         <instruction instr-id='1823' subinstr-id='56'/>
+         <instruction instr-id='1823' subinstr-id='58'/>
+         <instruction instr-id='1823' subinstr-id='60'/>
+         <instruction instr-id='1823' subinstr-id='62'/>
+         <instruction instr-id='1823' subinstr-id='64'/>
+         <instruction instr-id='1852'/>
+         <instruction instr-id='1852' subinstr-id='2'/>
+         <instruction instr-id='1898'/>
+         <instruction instr-id='1898' subinstr-id='2'/>
+         <instruction instr-id='1978'/>
+         <instruction instr-id='1978' subinstr-id='2'/>
+         <instruction instr-id='1978' subinstr-id='4'/>
+         <instruction instr-id='1978' subinstr-id='6'/>
+         <instruction instr-id='1978' subinstr-id='8'/>
+         <instruction instr-id='1978' subinstr-id='10'/>
+         <instruction instr-id='1978' subinstr-id='12'/>
+         <instruction instr-id='1978' subinstr-id='14'/>
+         <instruction instr-id='1978' subinstr-id='16'/>
+         <instruction instr-id='1978' subinstr-id='18'/>
+         <instruction instr-id='1978' subinstr-id='20'/>
+         <instruction instr-id='1978' subinstr-id='22'/>
+         <instruction instr-id='1978' subinstr-id='24'/>
+         <instruction instr-id='2007'/>
+         <instruction instr-id='2053'/>
+         <bounding-box x1='59' y1='321' x2='362' y2='514'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='3'>
+         <instruction instr-id='2199'/>
+         <instruction instr-id='2199' subinstr-id='2'/>
+         <instruction instr-id='2199' subinstr-id='4'/>
+         <instruction instr-id='2199' subinstr-id='6'/>
+         <instruction instr-id='2199' subinstr-id='8'/>
+         <instruction instr-id='2199' subinstr-id='10'/>
+         <instruction instr-id='2199' subinstr-id='14'/>
+         <instruction instr-id='2199' subinstr-id='16'/>
+         <instruction instr-id='2199' subinstr-id='18'/>
+         <instruction instr-id='2199' subinstr-id='20'/>
+         <instruction instr-id='2270'/>
+         <instruction instr-id='2270' subinstr-id='2'/>
+         <instruction instr-id='2270' subinstr-id='4'/>
+         <instruction instr-id='2270' subinstr-id='6'/>
+         <instruction instr-id='2270' subinstr-id='8'/>
+         <instruction instr-id='2270' subinstr-id='10'/>
+         <instruction instr-id='2270' subinstr-id='12'/>
+         <instruction instr-id='2270' subinstr-id='14'/>
+         <instruction instr-id='2270' subinstr-id='16'/>
+         <instruction instr-id='2299'/>
+         <instruction instr-id='2299' subinstr-id='2'/>
+         <instruction instr-id='2299' subinstr-id='4'/>
+         <instruction instr-id='2299' subinstr-id='8'/>
+         <instruction instr-id='2299' subinstr-id='10'/>
+         <instruction instr-id='2299' subinstr-id='12'/>
+         <instruction instr-id='2299' subinstr-id='14'/>
+         <instruction instr-id='2328'/>
+         <instruction instr-id='2328' subinstr-id='2'/>
+         <instruction instr-id='2328' subinstr-id='4'/>
+         <instruction instr-id='2328' subinstr-id='8'/>
+         <instruction instr-id='2328' subinstr-id='10'/>
+         <instruction instr-id='2328' subinstr-id='12'/>
+         <instruction instr-id='2328' subinstr-id='14'/>
+         <instruction instr-id='2357'/>
+         <instruction instr-id='2357' subinstr-id='2'/>
+         <instruction instr-id='2357' subinstr-id='4'/>
+         <instruction instr-id='2357' subinstr-id='6'/>
+         <instruction instr-id='2357' subinstr-id='8'/>
+         <instruction instr-id='2357' subinstr-id='10'/>
+         <instruction instr-id='2357' subinstr-id='12'/>
+         <instruction instr-id='2357' subinstr-id='16'/>
+         <instruction instr-id='2357' subinstr-id='18'/>
+         <instruction instr-id='2357' subinstr-id='20'/>
+         <instruction instr-id='2357' subinstr-id='22'/>
+         <instruction instr-id='2428'/>
+         <instruction instr-id='2428' subinstr-id='2'/>
+         <instruction instr-id='2428' subinstr-id='4'/>
+         <instruction instr-id='2428' subinstr-id='6'/>
+         <instruction instr-id='2428' subinstr-id='8'/>
+         <instruction instr-id='2428' subinstr-id='10'/>
+         <instruction instr-id='2428' subinstr-id='12'/>
+         <instruction instr-id='2428' subinstr-id='16'/>
+         <instruction instr-id='2428' subinstr-id='18'/>
+         <instruction instr-id='2428' subinstr-id='20'/>
+         <instruction instr-id='2428' subinstr-id='22'/>
+         <instruction instr-id='2428' subinstr-id='24'/>
+         <instruction instr-id='2428' subinstr-id='26'/>
+         <instruction instr-id='2428' subinstr-id='28'/>
+         <instruction instr-id='2428' subinstr-id='30'/>
+         <instruction instr-id='2457'/>
+         <instruction instr-id='2457' subinstr-id='2'/>
+         <instruction instr-id='2503'/>
+         <instruction instr-id='2503' subinstr-id='2'/>
+         <instruction instr-id='2549'/>
+         <instruction instr-id='2549' subinstr-id='2'/>
+         <instruction instr-id='2647'/>
+         <instruction instr-id='2647' subinstr-id='2'/>
+         <instruction instr-id='2647' subinstr-id='4'/>
+         <instruction instr-id='2647' subinstr-id='6'/>
+         <instruction instr-id='2647' subinstr-id='8'/>
+         <instruction instr-id='2647' subinstr-id='10'/>
+         <instruction instr-id='2647' subinstr-id='12'/>
+         <instruction instr-id='2647' subinstr-id='16'/>
+         <instruction instr-id='2647' subinstr-id='18'/>
+         <instruction instr-id='2647' subinstr-id='20'/>
+         <instruction instr-id='2647' subinstr-id='22'/>
+         <instruction instr-id='2647' subinstr-id='24'/>
+         <instruction instr-id='2647' subinstr-id='26'/>
+         <instruction instr-id='2647' subinstr-id='28'/>
+         <instruction instr-id='2647' subinstr-id='30'/>
+         <instruction instr-id='2676'/>
+         <instruction instr-id='2676' subinstr-id='2'/>
+         <instruction instr-id='2722'/>
+         <instruction instr-id='2722' subinstr-id='2'/>
+         <instruction instr-id='2768'/>
+         <instruction instr-id='2768' subinstr-id='2'/>
+         <instruction instr-id='2858'/>
+         <instruction instr-id='2858' subinstr-id='2'/>
+         <instruction instr-id='2858' subinstr-id='4'/>
+         <instruction instr-id='2858' subinstr-id='6'/>
+         <instruction instr-id='2858' subinstr-id='8'/>
+         <instruction instr-id='2858' subinstr-id='10'/>
+         <instruction instr-id='2887'/>
+         <instruction instr-id='2933'/>
+         <instruction instr-id='2933' subinstr-id='2'/>
+         <instruction instr-id='2979'/>
+         <instruction instr-id='3069'/>
+         <instruction instr-id='3069' subinstr-id='2'/>
+         <instruction instr-id='3069' subinstr-id='4'/>
+         <instruction instr-id='3069' subinstr-id='6'/>
+         <instruction instr-id='3069' subinstr-id='8'/>
+         <instruction instr-id='3069' subinstr-id='10'/>
+         <instruction instr-id='3069' subinstr-id='12'/>
+         <instruction instr-id='3069' subinstr-id='16'/>
+         <instruction instr-id='3069' subinstr-id='18'/>
+         <instruction instr-id='3069' subinstr-id='20'/>
+         <instruction instr-id='3069' subinstr-id='22'/>
+         <instruction instr-id='3069' subinstr-id='24'/>
+         <instruction instr-id='3069' subinstr-id='26'/>
+         <instruction instr-id='3069' subinstr-id='28'/>
+         <instruction instr-id='3069' subinstr-id='32'/>
+         <instruction instr-id='3069' subinstr-id='34'/>
+         <instruction instr-id='3069' subinstr-id='36'/>
+         <instruction instr-id='3069' subinstr-id='38'/>
+         <instruction instr-id='3069' subinstr-id='40'/>
+         <instruction instr-id='3069' subinstr-id='42'/>
+         <instruction instr-id='3069' subinstr-id='44'/>
+         <instruction instr-id='3069' subinstr-id='46'/>
+         <instruction instr-id='3098'/>
+         <instruction instr-id='3144'/>
+         <instruction instr-id='3190'/>
+         <instruction instr-id='3280'/>
+         <instruction instr-id='3280' subinstr-id='2'/>
+         <instruction instr-id='3280' subinstr-id='4'/>
+         <instruction instr-id='3280' subinstr-id='6'/>
+         <instruction instr-id='3280' subinstr-id='8'/>
+         <instruction instr-id='3280' subinstr-id='10'/>
+         <instruction instr-id='3280' subinstr-id='12'/>
+         <instruction instr-id='3280' subinstr-id='14'/>
+         <instruction instr-id='3280' subinstr-id='16'/>
+         <instruction instr-id='3280' subinstr-id='18'/>
+         <instruction instr-id='3309'/>
+         <instruction instr-id='3309' subinstr-id='2'/>
+         <instruction instr-id='3355'/>
+         <instruction instr-id='3355' subinstr-id='2'/>
+         <instruction instr-id='3401'/>
+         <instruction instr-id='3491'/>
+         <instruction instr-id='3491' subinstr-id='2'/>
+         <instruction instr-id='3491' subinstr-id='4'/>
+         <instruction instr-id='3491' subinstr-id='6'/>
+         <instruction instr-id='3491' subinstr-id='8'/>
+         <instruction instr-id='3491' subinstr-id='10'/>
+         <instruction instr-id='3491' subinstr-id='12'/>
+         <instruction instr-id='3491' subinstr-id='14'/>
+         <instruction instr-id='3520'/>
+         <instruction instr-id='3566'/>
+         <instruction instr-id='3612'/>
+         <instruction instr-id='3702'/>
+         <instruction instr-id='3702' subinstr-id='2'/>
+         <instruction instr-id='3702' subinstr-id='4'/>
+         <instruction instr-id='3702' subinstr-id='6'/>
+         <instruction instr-id='3702' subinstr-id='8'/>
+         <instruction instr-id='3702' subinstr-id='10'/>
+         <instruction instr-id='3702' subinstr-id='12'/>
+         <instruction instr-id='3702' subinstr-id='14'/>
+         <instruction instr-id='3702' subinstr-id='18'/>
+         <instruction instr-id='3702' subinstr-id='20'/>
+         <instruction instr-id='3702' subinstr-id='22'/>
+         <instruction instr-id='3702' subinstr-id='24'/>
+         <instruction instr-id='3702' subinstr-id='26'/>
+         <instruction instr-id='3702' subinstr-id='28'/>
+         <instruction instr-id='3702' subinstr-id='30'/>
+         <instruction instr-id='3702' subinstr-id='32'/>
+         <instruction instr-id='3702' subinstr-id='34'/>
+         <instruction instr-id='3702' subinstr-id='36'/>
+         <instruction instr-id='3702' subinstr-id='38'/>
+         <instruction instr-id='3702' subinstr-id='42'/>
+         <instruction instr-id='3702' subinstr-id='44'/>
+         <instruction instr-id='3702' subinstr-id='46'/>
+         <instruction instr-id='3702' subinstr-id='48'/>
+         <instruction instr-id='3702' subinstr-id='50'/>
+         <instruction instr-id='3702' subinstr-id='52'/>
+         <instruction instr-id='3702' subinstr-id='54'/>
+         <instruction instr-id='3702' subinstr-id='56'/>
+         <instruction instr-id='3731'/>
+         <instruction instr-id='3777'/>
+         <instruction instr-id='3823'/>
+         <instruction instr-id='3913'/>
+         <instruction instr-id='3913' subinstr-id='2'/>
+         <instruction instr-id='3913' subinstr-id='4'/>
+         <instruction instr-id='3913' subinstr-id='6'/>
+         <instruction instr-id='3913' subinstr-id='8'/>
+         <instruction instr-id='3913' subinstr-id='10'/>
+         <instruction instr-id='3913' subinstr-id='12'/>
+         <instruction instr-id='3913' subinstr-id='14'/>
+         <instruction instr-id='3913' subinstr-id='16'/>
+         <instruction instr-id='3913' subinstr-id='20'/>
+         <instruction instr-id='3913' subinstr-id='22'/>
+         <instruction instr-id='3913' subinstr-id='24'/>
+         <instruction instr-id='3913' subinstr-id='26'/>
+         <instruction instr-id='3913' subinstr-id='28'/>
+         <instruction instr-id='3913' subinstr-id='32'/>
+         <instruction instr-id='3913' subinstr-id='34'/>
+         <instruction instr-id='3913' subinstr-id='36'/>
+         <instruction instr-id='3913' subinstr-id='38'/>
+         <instruction instr-id='3913' subinstr-id='40'/>
+         <instruction instr-id='3913' subinstr-id='42'/>
+         <instruction instr-id='3913' subinstr-id='44'/>
+         <instruction instr-id='3942'/>
+         <instruction instr-id='3988'/>
+         <instruction instr-id='4034'/>
+         <instruction instr-id='4124'/>
+         <instruction instr-id='4124' subinstr-id='2'/>
+         <instruction instr-id='4124' subinstr-id='4'/>
+         <instruction instr-id='4124' subinstr-id='6'/>
+         <instruction instr-id='4124' subinstr-id='10'/>
+         <instruction instr-id='4124' subinstr-id='12'/>
+         <instruction instr-id='4124' subinstr-id='14'/>
+         <instruction instr-id='4124' subinstr-id='16'/>
+         <instruction instr-id='4153'/>
+         <instruction instr-id='4153' subinstr-id='2'/>
+         <instruction instr-id='4199'/>
+         <instruction instr-id='4199' subinstr-id='2'/>
+         <instruction instr-id='4199' subinstr-id='4'/>
+         <instruction instr-id='4245'/>
+         <instruction instr-id='4245' subinstr-id='2'/>
+         <instruction instr-id='4335'/>
+         <instruction instr-id='4335' subinstr-id='2'/>
+         <instruction instr-id='4335' subinstr-id='4'/>
+         <instruction instr-id='4335' subinstr-id='6'/>
+         <instruction instr-id='4335' subinstr-id='8'/>
+         <instruction instr-id='4335' subinstr-id='10'/>
+         <instruction instr-id='4335' subinstr-id='14'/>
+         <instruction instr-id='4335' subinstr-id='16'/>
+         <instruction instr-id='4335' subinstr-id='18'/>
+         <instruction instr-id='4335' subinstr-id='20'/>
+         <instruction instr-id='4335' subinstr-id='22'/>
+         <instruction instr-id='4335' subinstr-id='24'/>
+         <instruction instr-id='4335' subinstr-id='26'/>
+         <instruction instr-id='4335' subinstr-id='28'/>
+         <instruction instr-id='4335' subinstr-id='30'/>
+         <instruction instr-id='4335' subinstr-id='32'/>
+         <instruction instr-id='4335' subinstr-id='34'/>
+         <instruction instr-id='4335' subinstr-id='36'/>
+         <instruction instr-id='4335' subinstr-id='38'/>
+         <instruction instr-id='4364'/>
+         <instruction instr-id='4410'/>
+         <instruction instr-id='4456'/>
+         <instruction instr-id='4546'/>
+         <instruction instr-id='4546' subinstr-id='2'/>
+         <instruction instr-id='4546' subinstr-id='4'/>
+         <instruction instr-id='4546' subinstr-id='6'/>
+         <instruction instr-id='4546' subinstr-id='8'/>
+         <instruction instr-id='4546' subinstr-id='10'/>
+         <instruction instr-id='4546' subinstr-id='12'/>
+         <instruction instr-id='4546' subinstr-id='14'/>
+         <instruction instr-id='4546' subinstr-id='16'/>
+         <instruction instr-id='4546' subinstr-id='18'/>
+         <instruction instr-id='4546' subinstr-id='20'/>
+         <instruction instr-id='4546' subinstr-id='22'/>
+         <instruction instr-id='4546' subinstr-id='24'/>
+         <instruction instr-id='4546' subinstr-id='26'/>
+         <instruction instr-id='4546' subinstr-id='30'/>
+         <instruction instr-id='4546' subinstr-id='32'/>
+         <instruction instr-id='4546' subinstr-id='36'/>
+         <instruction instr-id='4546' subinstr-id='38'/>
+         <instruction instr-id='4546' subinstr-id='40'/>
+         <instruction instr-id='4546' subinstr-id='42'/>
+         <instruction instr-id='4546' subinstr-id='44'/>
+         <instruction instr-id='4546' subinstr-id='48'/>
+         <instruction instr-id='4546' subinstr-id='50'/>
+         <instruction instr-id='4546' subinstr-id='52'/>
+         <instruction instr-id='4546' subinstr-id='54'/>
+         <instruction instr-id='4546' subinstr-id='56'/>
+         <instruction instr-id='4546' subinstr-id='58'/>
+         <instruction instr-id='4546' subinstr-id='60'/>
+         <instruction instr-id='4546' subinstr-id='62'/>
+         <instruction instr-id='4546' subinstr-id='64'/>
+         <instruction instr-id='4575'/>
+         <instruction instr-id='4575' subinstr-id='2'/>
+         <instruction instr-id='4621'/>
+         <instruction instr-id='4621' subinstr-id='2'/>
+         <instruction instr-id='4667'/>
+         <instruction instr-id='4667' subinstr-id='2'/>
+         <instruction instr-id='4757'/>
+         <instruction instr-id='4757' subinstr-id='2'/>
+         <instruction instr-id='4757' subinstr-id='4'/>
+         <instruction instr-id='4757' subinstr-id='6'/>
+         <instruction instr-id='4757' subinstr-id='8'/>
+         <instruction instr-id='4757' subinstr-id='10'/>
+         <instruction instr-id='4757' subinstr-id='12'/>
+         <instruction instr-id='4757' subinstr-id='14'/>
+         <instruction instr-id='4757' subinstr-id='16'/>
+         <instruction instr-id='4757' subinstr-id='18'/>
+         <instruction instr-id='4757' subinstr-id='20'/>
+         <instruction instr-id='4757' subinstr-id='22'/>
+         <instruction instr-id='4757' subinstr-id='24'/>
+         <instruction instr-id='4786'/>
+         <instruction instr-id='4832'/>
+         <instruction instr-id='4878'/>
+         <bounding-box x1='59' y1='78' x2='360' y2='271'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-str.xml
new file mode 100644
index 00000000..8c30b379
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025-str.xml
@@ -0,0 +1,1785 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-025-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="78" x2="108" y1="458" y2="467"/>
+                <content>Gender</content>
+                <instruction instr-id="162" subinstr-id="0"/>
+                <instruction instr-id="162" subinstr-id="2"/>
+                <instruction instr-id="162" subinstr-id="4"/>
+                <instruction instr-id="162" subinstr-id="6"/>
+                <instruction instr-id="162" subinstr-id="8"/>
+                <instruction instr-id="162" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="3" start-row="0">
+                <bounding-box x1="177" x2="315" y1="469" y2="478"/>
+                <content>How healthy do you think you are?</content>
+                <instruction instr-id="91" subinstr-id="0"/>
+                <instruction instr-id="91" subinstr-id="2"/>
+                <instruction instr-id="91" subinstr-id="4"/>
+                <instruction instr-id="91" subinstr-id="8"/>
+                <instruction instr-id="91" subinstr-id="10"/>
+                <instruction instr-id="91" subinstr-id="12"/>
+                <instruction instr-id="91" subinstr-id="14"/>
+                <instruction instr-id="91" subinstr-id="16"/>
+                <instruction instr-id="91" subinstr-id="18"/>
+                <instruction instr-id="91" subinstr-id="20"/>
+                <instruction instr-id="91" subinstr-id="24"/>
+                <instruction instr-id="91" subinstr-id="26"/>
+                <instruction instr-id="91" subinstr-id="30"/>
+                <instruction instr-id="91" subinstr-id="32"/>
+                <instruction instr-id="91" subinstr-id="34"/>
+                <instruction instr-id="91" subinstr-id="38"/>
+                <instruction instr-id="91" subinstr-id="40"/>
+                <instruction instr-id="91" subinstr-id="42"/>
+                <instruction instr-id="91" subinstr-id="44"/>
+                <instruction instr-id="91" subinstr-id="46"/>
+                <instruction instr-id="91" subinstr-id="50"/>
+                <instruction instr-id="91" subinstr-id="52"/>
+                <instruction instr-id="91" subinstr-id="54"/>
+                <instruction instr-id="91" subinstr-id="58"/>
+                <instruction instr-id="91" subinstr-id="60"/>
+                <instruction instr-id="91" subinstr-id="62"/>
+                <instruction instr-id="91" subinstr-id="64"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="143" x2="193" y1="454" y2="463"/>
+                <content>Very healthy</content>
+                <instruction instr-id="191" subinstr-id="0"/>
+                <instruction instr-id="191" subinstr-id="2"/>
+                <instruction instr-id="191" subinstr-id="4"/>
+                <instruction instr-id="191" subinstr-id="6"/>
+                <instruction instr-id="191" subinstr-id="10"/>
+                <instruction instr-id="191" subinstr-id="12"/>
+                <instruction instr-id="191" subinstr-id="14"/>
+                <instruction instr-id="191" subinstr-id="16"/>
+                <instruction instr-id="191" subinstr-id="18"/>
+                <instruction instr-id="191" subinstr-id="20"/>
+                <instruction instr-id="191" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="220" x2="273" y1="454" y2="463"/>
+                <content>Quite healthy</content>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+                <instruction instr-id="220" subinstr-id="4"/>
+                <instruction instr-id="220" subinstr-id="6"/>
+                <instruction instr-id="220" subinstr-id="8"/>
+                <instruction instr-id="220" subinstr-id="12"/>
+                <instruction instr-id="220" subinstr-id="14"/>
+                <instruction instr-id="220" subinstr-id="16"/>
+                <instruction instr-id="220" subinstr-id="18"/>
+                <instruction instr-id="220" subinstr-id="20"/>
+                <instruction instr-id="220" subinstr-id="22"/>
+                <instruction instr-id="220" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="304" x2="344" y1="454" y2="463"/>
+                <content>Unhealthy</content>
+                <instruction instr-id="249" subinstr-id="0"/>
+                <instruction instr-id="249" subinstr-id="2"/>
+                <instruction instr-id="249" subinstr-id="4"/>
+                <instruction instr-id="249" subinstr-id="6"/>
+                <instruction instr-id="249" subinstr-id="8"/>
+                <instruction instr-id="249" subinstr-id="10"/>
+                <instruction instr-id="249" subinstr-id="12"/>
+                <instruction instr-id="249" subinstr-id="14"/>
+                <instruction instr-id="249" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="59" x2="78" y1="440" y2="449"/>
+                <content>Male</content>
+                <instruction instr-id="320" subinstr-id="0"/>
+                <instruction instr-id="320" subinstr-id="2"/>
+                <instruction instr-id="320" subinstr-id="4"/>
+                <instruction instr-id="320" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="196" x2="206" y1="440" y2="449"/>
+                <content>36</content>
+                <instruction instr-id="349" subinstr-id="0"/>
+                <instruction instr-id="349" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="269" x2="284" y1="440" y2="449"/>
+                <content>102</content>
+                <instruction instr-id="395" subinstr-id="0"/>
+                <instruction instr-id="395" subinstr-id="2"/>
+                <instruction instr-id="395" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="352" x2="362" y1="440" y2="449"/>
+                <content>16</content>
+                <instruction instr-id="441" subinstr-id="0"/>
+                <instruction instr-id="441" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="59" x2="89" y1="425" y2="434"/>
+                <content>Female</content>
+                <instruction instr-id="539" subinstr-id="0"/>
+                <instruction instr-id="539" subinstr-id="2"/>
+                <instruction instr-id="539" subinstr-id="4"/>
+                <instruction instr-id="539" subinstr-id="6"/>
+                <instruction instr-id="539" subinstr-id="8"/>
+                <instruction instr-id="539" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="196" x2="206" y1="425" y2="434"/>
+                <content>33</content>
+                <instruction instr-id="568" subinstr-id="0"/>
+                <instruction instr-id="568" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="269" x2="284" y1="425" y2="434"/>
+                <content>270</content>
+                <instruction instr-id="614" subinstr-id="0"/>
+                <instruction instr-id="614" subinstr-id="2"/>
+                <instruction instr-id="614" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="352" x2="362" y1="425" y2="434"/>
+                <content>32</content>
+                <instruction instr-id="660" subinstr-id="0"/>
+                <instruction instr-id="660" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="76" x2="137" y1="344" y2="363"/>
+                <content>Psychosomatic
+Symptoms</content>
+                <instruction instr-id="891" subinstr-id="0"/>
+                <instruction instr-id="891" subinstr-id="2"/>
+                <instruction instr-id="891" subinstr-id="4"/>
+                <instruction instr-id="891" subinstr-id="6"/>
+                <instruction instr-id="891" subinstr-id="8"/>
+                <instruction instr-id="891" subinstr-id="10"/>
+                <instruction instr-id="891" subinstr-id="12"/>
+                <instruction instr-id="891" subinstr-id="14"/>
+                <instruction instr-id="891" subinstr-id="16"/>
+                <instruction instr-id="891" subinstr-id="18"/>
+                <instruction instr-id="891" subinstr-id="20"/>
+                <instruction instr-id="891" subinstr-id="22"/>
+                <instruction instr-id="891" subinstr-id="24"/>
+                <instruction instr-id="903" subinstr-id="0"/>
+                <instruction instr-id="903" subinstr-id="2"/>
+                <instruction instr-id="903" subinstr-id="4"/>
+                <instruction instr-id="903" subinstr-id="6"/>
+                <instruction instr-id="903" subinstr-id="8"/>
+                <instruction instr-id="903" subinstr-id="10"/>
+                <instruction instr-id="903" subinstr-id="12"/>
+                <instruction instr-id="903" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="3" start-row="0">
+                <bounding-box x1="179" x2="340" y1="364" y2="373"/>
+                <content>How often do you have these symptoms</content>
+                <instruction instr-id="820" subinstr-id="0"/>
+                <instruction instr-id="820" subinstr-id="2"/>
+                <instruction instr-id="820" subinstr-id="4"/>
+                <instruction instr-id="820" subinstr-id="8"/>
+                <instruction instr-id="820" subinstr-id="10"/>
+                <instruction instr-id="820" subinstr-id="12"/>
+                <instruction instr-id="820" subinstr-id="14"/>
+                <instruction instr-id="820" subinstr-id="16"/>
+                <instruction instr-id="820" subinstr-id="20"/>
+                <instruction instr-id="820" subinstr-id="22"/>
+                <instruction instr-id="820" subinstr-id="26"/>
+                <instruction instr-id="820" subinstr-id="28"/>
+                <instruction instr-id="820" subinstr-id="30"/>
+                <instruction instr-id="820" subinstr-id="34"/>
+                <instruction instr-id="820" subinstr-id="36"/>
+                <instruction instr-id="820" subinstr-id="38"/>
+                <instruction instr-id="820" subinstr-id="40"/>
+                <instruction instr-id="820" subinstr-id="44"/>
+                <instruction instr-id="820" subinstr-id="46"/>
+                <instruction instr-id="820" subinstr-id="48"/>
+                <instruction instr-id="820" subinstr-id="50"/>
+                <instruction instr-id="820" subinstr-id="52"/>
+                <instruction instr-id="820" subinstr-id="56"/>
+                <instruction instr-id="820" subinstr-id="58"/>
+                <instruction instr-id="820" subinstr-id="60"/>
+                <instruction instr-id="820" subinstr-id="62"/>
+                <instruction instr-id="820" subinstr-id="64"/>
+                <instruction instr-id="820" subinstr-id="66"/>
+                <instruction instr-id="820" subinstr-id="68"/>
+                <instruction instr-id="820" subinstr-id="70"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="163" x2="218" y1="340" y2="359"/>
+                <content>At least every
+week</content>
+                <instruction instr-id="935" subinstr-id="0"/>
+                <instruction instr-id="935" subinstr-id="2"/>
+                <instruction instr-id="935" subinstr-id="6"/>
+                <instruction instr-id="935" subinstr-id="8"/>
+                <instruction instr-id="935" subinstr-id="10"/>
+                <instruction instr-id="935" subinstr-id="12"/>
+                <instruction instr-id="935" subinstr-id="14"/>
+                <instruction instr-id="935" subinstr-id="18"/>
+                <instruction instr-id="935" subinstr-id="20"/>
+                <instruction instr-id="935" subinstr-id="22"/>
+                <instruction instr-id="935" subinstr-id="24"/>
+                <instruction instr-id="935" subinstr-id="26"/>
+                <instruction instr-id="947" subinstr-id="0"/>
+                <instruction instr-id="947" subinstr-id="2"/>
+                <instruction instr-id="947" subinstr-id="4"/>
+                <instruction instr-id="947" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="236" x2="284" y1="340" y2="359"/>
+                <content>About every
+month</content>
+                <instruction instr-id="976" subinstr-id="0"/>
+                <instruction instr-id="976" subinstr-id="2"/>
+                <instruction instr-id="976" subinstr-id="4"/>
+                <instruction instr-id="976" subinstr-id="6"/>
+                <instruction instr-id="976" subinstr-id="8"/>
+                <instruction instr-id="976" subinstr-id="12"/>
+                <instruction instr-id="976" subinstr-id="14"/>
+                <instruction instr-id="976" subinstr-id="16"/>
+                <instruction instr-id="976" subinstr-id="18"/>
+                <instruction instr-id="976" subinstr-id="20"/>
+                <instruction instr-id="988" subinstr-id="0"/>
+                <instruction instr-id="988" subinstr-id="2"/>
+                <instruction instr-id="988" subinstr-id="4"/>
+                <instruction instr-id="988" subinstr-id="6"/>
+                <instruction instr-id="988" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="302" x2="355" y1="340" y2="349"/>
+                <content>Rarely/Never</content>
+                <instruction instr-id="1017" subinstr-id="0"/>
+                <instruction instr-id="1017" subinstr-id="2"/>
+                <instruction instr-id="1017" subinstr-id="4"/>
+                <instruction instr-id="1017" subinstr-id="6"/>
+                <instruction instr-id="1017" subinstr-id="8"/>
+                <instruction instr-id="1017" subinstr-id="10"/>
+                <instruction instr-id="1017" subinstr-id="12"/>
+                <instruction instr-id="1017" subinstr-id="14"/>
+                <instruction instr-id="1017" subinstr-id="16"/>
+                <instruction instr-id="1017" subinstr-id="18"/>
+                <instruction instr-id="1017" subinstr-id="20"/>
+                <instruction instr-id="1017" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="59" x2="100" y1="325" y2="334"/>
+                <content>Headache</content>
+                <instruction instr-id="1088" subinstr-id="0"/>
+                <instruction instr-id="1088" subinstr-id="2"/>
+                <instruction instr-id="1088" subinstr-id="4"/>
+                <instruction instr-id="1088" subinstr-id="6"/>
+                <instruction instr-id="1088" subinstr-id="8"/>
+                <instruction instr-id="1088" subinstr-id="10"/>
+                <instruction instr-id="1088" subinstr-id="12"/>
+                <instruction instr-id="1088" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="209" x2="224" y1="325" y2="334"/>
+                <content>239</content>
+                <instruction instr-id="1117" subinstr-id="0"/>
+                <instruction instr-id="1117" subinstr-id="2"/>
+                <instruction instr-id="1117" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="278" x2="293" y1="325" y2="334"/>
+                <content>119</content>
+                <instruction instr-id="1163" subinstr-id="0"/>
+                <instruction instr-id="1163" subinstr-id="2"/>
+                <instruction instr-id="1163" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="347" x2="362" y1="325" y2="334"/>
+                <content>128</content>
+                <instruction instr-id="1209" subinstr-id="0"/>
+                <instruction instr-id="1209" subinstr-id="2"/>
+                <instruction instr-id="1209" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="59" x2="117" y1="311" y2="320"/>
+                <content>Stomach-ache</content>
+                <instruction instr-id="1307" subinstr-id="0"/>
+                <instruction instr-id="1307" subinstr-id="2"/>
+                <instruction instr-id="1307" subinstr-id="4"/>
+                <instruction instr-id="1307" subinstr-id="6"/>
+                <instruction instr-id="1307" subinstr-id="8"/>
+                <instruction instr-id="1307" subinstr-id="10"/>
+                <instruction instr-id="1307" subinstr-id="12"/>
+                <instruction instr-id="1307" subinstr-id="14"/>
+                <instruction instr-id="1307" subinstr-id="16"/>
+                <instruction instr-id="1307" subinstr-id="18"/>
+                <instruction instr-id="1307" subinstr-id="20"/>
+                <instruction instr-id="1307" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="214" x2="224" y1="311" y2="320"/>
+                <content>78</content>
+                <instruction instr-id="1336" subinstr-id="0"/>
+                <instruction instr-id="1336" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="278" x2="293" y1="311" y2="320"/>
+                <content>120</content>
+                <instruction instr-id="1382" subinstr-id="0"/>
+                <instruction instr-id="1382" subinstr-id="2"/>
+                <instruction instr-id="1382" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="347" x2="362" y1="311" y2="320"/>
+                <content>284</content>
+                <instruction instr-id="1428" subinstr-id="0"/>
+                <instruction instr-id="1428" subinstr-id="2"/>
+                <instruction instr-id="1428" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="59" x2="101" y1="297" y2="306"/>
+                <content>Back-ache</content>
+                <instruction instr-id="1518" subinstr-id="0"/>
+                <instruction instr-id="1518" subinstr-id="2"/>
+                <instruction instr-id="1518" subinstr-id="4"/>
+                <instruction instr-id="1518" subinstr-id="6"/>
+                <instruction instr-id="1518" subinstr-id="8"/>
+                <instruction instr-id="1518" subinstr-id="10"/>
+                <instruction instr-id="1518" subinstr-id="12"/>
+                <instruction instr-id="1518" subinstr-id="14"/>
+                <instruction instr-id="1518" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="209" x2="224" y1="297" y2="306"/>
+                <content>139</content>
+                <instruction instr-id="1547" subinstr-id="0"/>
+                <instruction instr-id="1547" subinstr-id="2"/>
+                <instruction instr-id="1547" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="278" x2="293" y1="297" y2="306"/>
+                <content>126</content>
+                <instruction instr-id="1593" subinstr-id="0"/>
+                <instruction instr-id="1593" subinstr-id="2"/>
+                <instruction instr-id="1593" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="347" x2="362" y1="297" y2="306"/>
+                <content>219</content>
+                <instruction instr-id="1639" subinstr-id="0"/>
+                <instruction instr-id="1639" subinstr-id="2"/>
+                <instruction instr-id="1639" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="59" x2="153" y1="283" y2="292"/>
+                <content>Neck and shoulder pain</content>
+                <instruction instr-id="1729" subinstr-id="0"/>
+                <instruction instr-id="1729" subinstr-id="2"/>
+                <instruction instr-id="1729" subinstr-id="4"/>
+                <instruction instr-id="1729" subinstr-id="6"/>
+                <instruction instr-id="1729" subinstr-id="10"/>
+                <instruction instr-id="1729" subinstr-id="12"/>
+                <instruction instr-id="1729" subinstr-id="14"/>
+                <instruction instr-id="1729" subinstr-id="18"/>
+                <instruction instr-id="1729" subinstr-id="20"/>
+                <instruction instr-id="1729" subinstr-id="22"/>
+                <instruction instr-id="1729" subinstr-id="24"/>
+                <instruction instr-id="1729" subinstr-id="26"/>
+                <instruction instr-id="1729" subinstr-id="28"/>
+                <instruction instr-id="1729" subinstr-id="30"/>
+                <instruction instr-id="1729" subinstr-id="32"/>
+                <instruction instr-id="1729" subinstr-id="36"/>
+                <instruction instr-id="1729" subinstr-id="38"/>
+                <instruction instr-id="1729" subinstr-id="40"/>
+                <instruction instr-id="1729" subinstr-id="42"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="209" x2="224" y1="283" y2="292"/>
+                <content>146</content>
+                <instruction instr-id="1775" subinstr-id="0"/>
+                <instruction instr-id="1775" subinstr-id="2"/>
+                <instruction instr-id="1775" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="283" x2="293" y1="283" y2="292"/>
+                <content>99</content>
+                <instruction instr-id="1821" subinstr-id="0"/>
+                <instruction instr-id="1821" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="347" x2="362" y1="283" y2="292"/>
+                <content>241</content>
+                <instruction instr-id="1867" subinstr-id="0"/>
+                <instruction instr-id="1867" subinstr-id="2"/>
+                <instruction instr-id="1867" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="59" x2="146" y1="269" y2="278"/>
+                <content>Feeling low and down</content>
+                <instruction instr-id="1957" subinstr-id="0"/>
+                <instruction instr-id="1957" subinstr-id="2"/>
+                <instruction instr-id="1957" subinstr-id="4"/>
+                <instruction instr-id="1957" subinstr-id="6"/>
+                <instruction instr-id="1957" subinstr-id="8"/>
+                <instruction instr-id="1957" subinstr-id="10"/>
+                <instruction instr-id="1957" subinstr-id="12"/>
+                <instruction instr-id="1957" subinstr-id="16"/>
+                <instruction instr-id="1957" subinstr-id="18"/>
+                <instruction instr-id="1957" subinstr-id="20"/>
+                <instruction instr-id="1957" subinstr-id="24"/>
+                <instruction instr-id="1957" subinstr-id="26"/>
+                <instruction instr-id="1957" subinstr-id="28"/>
+                <instruction instr-id="1957" subinstr-id="32"/>
+                <instruction instr-id="1957" subinstr-id="34"/>
+                <instruction instr-id="1957" subinstr-id="36"/>
+                <instruction instr-id="1957" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="209" x2="224" y1="269" y2="278"/>
+                <content>221</content>
+                <instruction instr-id="1986" subinstr-id="0"/>
+                <instruction instr-id="1986" subinstr-id="2"/>
+                <instruction instr-id="1986" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="278" x2="293" y1="269" y2="278"/>
+                <content>131</content>
+                <instruction instr-id="2032" subinstr-id="0"/>
+                <instruction instr-id="2032" subinstr-id="2"/>
+                <instruction instr-id="2032" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="347" x2="362" y1="269" y2="278"/>
+                <content>131</content>
+                <instruction instr-id="2078" subinstr-id="0"/>
+                <instruction instr-id="2078" subinstr-id="2"/>
+                <instruction instr-id="2078" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="59" x2="123" y1="255" y2="264"/>
+                <content>Feeling nervous</content>
+                <instruction instr-id="2168" subinstr-id="0"/>
+                <instruction instr-id="2168" subinstr-id="2"/>
+                <instruction instr-id="2168" subinstr-id="4"/>
+                <instruction instr-id="2168" subinstr-id="6"/>
+                <instruction instr-id="2168" subinstr-id="8"/>
+                <instruction instr-id="2168" subinstr-id="10"/>
+                <instruction instr-id="2168" subinstr-id="12"/>
+                <instruction instr-id="2168" subinstr-id="16"/>
+                <instruction instr-id="2168" subinstr-id="18"/>
+                <instruction instr-id="2168" subinstr-id="20"/>
+                <instruction instr-id="2168" subinstr-id="22"/>
+                <instruction instr-id="2168" subinstr-id="24"/>
+                <instruction instr-id="2168" subinstr-id="26"/>
+                <instruction instr-id="2168" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="209" x2="224" y1="255" y2="264"/>
+                <content>303</content>
+                <instruction instr-id="2197" subinstr-id="0"/>
+                <instruction instr-id="2197" subinstr-id="2"/>
+                <instruction instr-id="2197" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="278" x2="293" y1="255" y2="264"/>
+                <content>108</content>
+                <instruction instr-id="2243" subinstr-id="0"/>
+                <instruction instr-id="2243" subinstr-id="2"/>
+                <instruction instr-id="2243" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="352" x2="362" y1="255" y2="264"/>
+                <content>71</content>
+                <instruction instr-id="2289" subinstr-id="0"/>
+                <instruction instr-id="2289" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="59" x2="141" y1="241" y2="250"/>
+                <content>Tired and exhausted</content>
+                <instruction instr-id="2379" subinstr-id="0"/>
+                <instruction instr-id="2379" subinstr-id="2"/>
+                <instruction instr-id="2379" subinstr-id="4"/>
+                <instruction instr-id="2379" subinstr-id="6"/>
+                <instruction instr-id="2379" subinstr-id="8"/>
+                <instruction instr-id="2379" subinstr-id="12"/>
+                <instruction instr-id="2379" subinstr-id="14"/>
+                <instruction instr-id="2379" subinstr-id="16"/>
+                <instruction instr-id="2379" subinstr-id="20"/>
+                <instruction instr-id="2379" subinstr-id="22"/>
+                <instruction instr-id="2379" subinstr-id="24"/>
+                <instruction instr-id="2379" subinstr-id="26"/>
+                <instruction instr-id="2379" subinstr-id="28"/>
+                <instruction instr-id="2379" subinstr-id="30"/>
+                <instruction instr-id="2379" subinstr-id="32"/>
+                <instruction instr-id="2379" subinstr-id="34"/>
+                <instruction instr-id="2379" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="209" x2="224" y1="241" y2="250"/>
+                <content>377</content>
+                <instruction instr-id="2408" subinstr-id="0"/>
+                <instruction instr-id="2408" subinstr-id="2"/>
+                <instruction instr-id="2408" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="283" x2="293" y1="241" y2="250"/>
+                <content>63</content>
+                <instruction instr-id="2454" subinstr-id="0"/>
+                <instruction instr-id="2454" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="352" x2="362" y1="241" y2="250"/>
+                <content>47</content>
+                <instruction instr-id="2500" subinstr-id="0"/>
+                <instruction instr-id="2500" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="59" x2="121" y1="226" y2="235"/>
+                <content>Sleep problems</content>
+                <instruction instr-id="2590" subinstr-id="0"/>
+                <instruction instr-id="2590" subinstr-id="2"/>
+                <instruction instr-id="2590" subinstr-id="4"/>
+                <instruction instr-id="2590" subinstr-id="6"/>
+                <instruction instr-id="2590" subinstr-id="8"/>
+                <instruction instr-id="2590" subinstr-id="12"/>
+                <instruction instr-id="2590" subinstr-id="14"/>
+                <instruction instr-id="2590" subinstr-id="16"/>
+                <instruction instr-id="2590" subinstr-id="18"/>
+                <instruction instr-id="2590" subinstr-id="20"/>
+                <instruction instr-id="2590" subinstr-id="22"/>
+                <instruction instr-id="2590" subinstr-id="24"/>
+                <instruction instr-id="2590" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="209" x2="224" y1="226" y2="235"/>
+                <content>130</content>
+                <instruction instr-id="2619" subinstr-id="0"/>
+                <instruction instr-id="2619" subinstr-id="2"/>
+                <instruction instr-id="2619" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="283" x2="293" y1="226" y2="235"/>
+                <content>48</content>
+                <instruction instr-id="2665" subinstr-id="0"/>
+                <instruction instr-id="2665" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="347" x2="362" y1="226" y2="235"/>
+                <content>308</content>
+                <instruction instr-id="2711" subinstr-id="0"/>
+                <instruction instr-id="2711" subinstr-id="2"/>
+                <instruction instr-id="2711" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="59" x2="111" y1="212" y2="221"/>
+                <content>Feeling dizzy</content>
+                <instruction instr-id="2801" subinstr-id="0"/>
+                <instruction instr-id="2801" subinstr-id="2"/>
+                <instruction instr-id="2801" subinstr-id="4"/>
+                <instruction instr-id="2801" subinstr-id="6"/>
+                <instruction instr-id="2801" subinstr-id="8"/>
+                <instruction instr-id="2801" subinstr-id="10"/>
+                <instruction instr-id="2801" subinstr-id="12"/>
+                <instruction instr-id="2801" subinstr-id="16"/>
+                <instruction instr-id="2801" subinstr-id="18"/>
+                <instruction instr-id="2801" subinstr-id="20"/>
+                <instruction instr-id="2801" subinstr-id="22"/>
+                <instruction instr-id="2801" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="209" x2="224" y1="212" y2="221"/>
+                <content>123</content>
+                <instruction instr-id="2830" subinstr-id="0"/>
+                <instruction instr-id="2830" subinstr-id="2"/>
+                <instruction instr-id="2830" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="283" x2="293" y1="212" y2="221"/>
+                <content>69</content>
+                <instruction instr-id="2876" subinstr-id="0"/>
+                <instruction instr-id="2876" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="347" x2="362" y1="212" y2="221"/>
+                <content>293</content>
+                <instruction instr-id="2922" subinstr-id="0"/>
+                <instruction instr-id="2922" subinstr-id="2"/>
+                <instruction instr-id="2922" subinstr-id="4"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="75" x2="136" y1="141" y2="160"/>
+                <content>Psychosomatic
+Symptoms</content>
+                <instruction instr-id="3141" subinstr-id="0"/>
+                <instruction instr-id="3141" subinstr-id="2"/>
+                <instruction instr-id="3141" subinstr-id="4"/>
+                <instruction instr-id="3141" subinstr-id="6"/>
+                <instruction instr-id="3141" subinstr-id="8"/>
+                <instruction instr-id="3141" subinstr-id="10"/>
+                <instruction instr-id="3141" subinstr-id="12"/>
+                <instruction instr-id="3141" subinstr-id="14"/>
+                <instruction instr-id="3141" subinstr-id="16"/>
+                <instruction instr-id="3141" subinstr-id="18"/>
+                <instruction instr-id="3141" subinstr-id="20"/>
+                <instruction instr-id="3141" subinstr-id="22"/>
+                <instruction instr-id="3141" subinstr-id="24"/>
+                <instruction instr-id="3153" subinstr-id="0"/>
+                <instruction instr-id="3153" subinstr-id="2"/>
+                <instruction instr-id="3153" subinstr-id="4"/>
+                <instruction instr-id="3153" subinstr-id="6"/>
+                <instruction instr-id="3153" subinstr-id="8"/>
+                <instruction instr-id="3153" subinstr-id="10"/>
+                <instruction instr-id="3153" subinstr-id="12"/>
+                <instruction instr-id="3153" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="3" start-row="0">
+                <bounding-box x1="165" x2="352" y1="151" y2="160"/>
+                <content>How often have you taken medicine or tablets?</content>
+                <instruction instr-id="3082" subinstr-id="0"/>
+                <instruction instr-id="3082" subinstr-id="2"/>
+                <instruction instr-id="3082" subinstr-id="4"/>
+                <instruction instr-id="3082" subinstr-id="8"/>
+                <instruction instr-id="3082" subinstr-id="10"/>
+                <instruction instr-id="3082" subinstr-id="12"/>
+                <instruction instr-id="3082" subinstr-id="14"/>
+                <instruction instr-id="3082" subinstr-id="16"/>
+                <instruction instr-id="3082" subinstr-id="20"/>
+                <instruction instr-id="3082" subinstr-id="22"/>
+                <instruction instr-id="3082" subinstr-id="24"/>
+                <instruction instr-id="3082" subinstr-id="26"/>
+                <instruction instr-id="3082" subinstr-id="30"/>
+                <instruction instr-id="3082" subinstr-id="32"/>
+                <instruction instr-id="3082" subinstr-id="34"/>
+                <instruction instr-id="3082" subinstr-id="38"/>
+                <instruction instr-id="3082" subinstr-id="40"/>
+                <instruction instr-id="3082" subinstr-id="42"/>
+                <instruction instr-id="3082" subinstr-id="44"/>
+                <instruction instr-id="3082" subinstr-id="46"/>
+                <instruction instr-id="3082" subinstr-id="50"/>
+                <instruction instr-id="3082" subinstr-id="52"/>
+                <instruction instr-id="3082" subinstr-id="54"/>
+                <instruction instr-id="3082" subinstr-id="56"/>
+                <instruction instr-id="3082" subinstr-id="58"/>
+                <instruction instr-id="3082" subinstr-id="60"/>
+                <instruction instr-id="3082" subinstr-id="62"/>
+                <instruction instr-id="3082" subinstr-id="64"/>
+                <instruction instr-id="3082" subinstr-id="68"/>
+                <instruction instr-id="3082" subinstr-id="70"/>
+                <instruction instr-id="3082" subinstr-id="74"/>
+                <instruction instr-id="3082" subinstr-id="76"/>
+                <instruction instr-id="3082" subinstr-id="78"/>
+                <instruction instr-id="3082" subinstr-id="80"/>
+                <instruction instr-id="3082" subinstr-id="82"/>
+                <instruction instr-id="3082" subinstr-id="84"/>
+                <instruction instr-id="3082" subinstr-id="86"/>
+                <instruction instr-id="3082" subinstr-id="88"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="183" x2="195" y1="137" y2="146"/>
+                <content>No</content>
+                <instruction instr-id="3182" subinstr-id="0"/>
+                <instruction instr-id="3182" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="233" x2="284" y1="137" y2="146"/>
+                <content>Occasionally</content>
+                <instruction instr-id="3211" subinstr-id="0"/>
+                <instruction instr-id="3211" subinstr-id="2"/>
+                <instruction instr-id="3211" subinstr-id="4"/>
+                <instruction instr-id="3211" subinstr-id="6"/>
+                <instruction instr-id="3211" subinstr-id="8"/>
+                <instruction instr-id="3211" subinstr-id="10"/>
+                <instruction instr-id="3211" subinstr-id="12"/>
+                <instruction instr-id="3211" subinstr-id="14"/>
+                <instruction instr-id="3211" subinstr-id="16"/>
+                <instruction instr-id="3211" subinstr-id="18"/>
+                <instruction instr-id="3211" subinstr-id="20"/>
+                <instruction instr-id="3211" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="307" x2="350" y1="137" y2="146"/>
+                <content>Frequently</content>
+                <instruction instr-id="3240" subinstr-id="0"/>
+                <instruction instr-id="3240" subinstr-id="2"/>
+                <instruction instr-id="3240" subinstr-id="4"/>
+                <instruction instr-id="3240" subinstr-id="6"/>
+                <instruction instr-id="3240" subinstr-id="8"/>
+                <instruction instr-id="3240" subinstr-id="10"/>
+                <instruction instr-id="3240" subinstr-id="12"/>
+                <instruction instr-id="3240" subinstr-id="14"/>
+                <instruction instr-id="3240" subinstr-id="16"/>
+                <instruction instr-id="3240" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="59" x2="100" y1="122" y2="131"/>
+                <content>Headache</content>
+                <instruction instr-id="3311" subinstr-id="0"/>
+                <instruction instr-id="3311" subinstr-id="2"/>
+                <instruction instr-id="3311" subinstr-id="4"/>
+                <instruction instr-id="3311" subinstr-id="6"/>
+                <instruction instr-id="3311" subinstr-id="8"/>
+                <instruction instr-id="3311" subinstr-id="10"/>
+                <instruction instr-id="3311" subinstr-id="12"/>
+                <instruction instr-id="3311" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="207" x2="222" y1="122" y2="131"/>
+                <content>228</content>
+                <instruction instr-id="3340" subinstr-id="0"/>
+                <instruction instr-id="3340" subinstr-id="2"/>
+                <instruction instr-id="3340" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="277" x2="292" y1="122" y2="131"/>
+                <content>163</content>
+                <instruction instr-id="3386" subinstr-id="0"/>
+                <instruction instr-id="3386" subinstr-id="2"/>
+                <instruction instr-id="3386" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="352" x2="362" y1="122" y2="131"/>
+                <content>99</content>
+                <instruction instr-id="3432" subinstr-id="0"/>
+                <instruction instr-id="3432" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="59" x2="117" y1="108" y2="117"/>
+                <content>Stomach-ache</content>
+                <instruction instr-id="3530" subinstr-id="0"/>
+                <instruction instr-id="3530" subinstr-id="2"/>
+                <instruction instr-id="3530" subinstr-id="4"/>
+                <instruction instr-id="3530" subinstr-id="6"/>
+                <instruction instr-id="3530" subinstr-id="8"/>
+                <instruction instr-id="3530" subinstr-id="10"/>
+                <instruction instr-id="3530" subinstr-id="12"/>
+                <instruction instr-id="3530" subinstr-id="14"/>
+                <instruction instr-id="3530" subinstr-id="16"/>
+                <instruction instr-id="3530" subinstr-id="18"/>
+                <instruction instr-id="3530" subinstr-id="20"/>
+                <instruction instr-id="3530" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="207" x2="222" y1="108" y2="117"/>
+                <content>421</content>
+                <instruction instr-id="3559" subinstr-id="0"/>
+                <instruction instr-id="3559" subinstr-id="2"/>
+                <instruction instr-id="3559" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="282" x2="292" y1="108" y2="117"/>
+                <content>49</content>
+                <instruction instr-id="3605" subinstr-id="0"/>
+                <instruction instr-id="3605" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="352" x2="362" y1="108" y2="117"/>
+                <content>16</content>
+                <instruction instr-id="3651" subinstr-id="0"/>
+                <instruction instr-id="3651" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="59" x2="137" y1="94" y2="103"/>
+                <content>Sleeping Difficulties</content>
+                <instruction instr-id="3741" subinstr-id="0"/>
+                <instruction instr-id="3741" subinstr-id="2"/>
+                <instruction instr-id="3741" subinstr-id="4"/>
+                <instruction instr-id="3741" subinstr-id="6"/>
+                <instruction instr-id="3741" subinstr-id="8"/>
+                <instruction instr-id="3741" subinstr-id="10"/>
+                <instruction instr-id="3741" subinstr-id="12"/>
+                <instruction instr-id="3741" subinstr-id="14"/>
+                <instruction instr-id="3741" subinstr-id="18"/>
+                <instruction instr-id="3741" subinstr-id="20"/>
+                <instruction instr-id="3741" subinstr-id="22"/>
+                <instruction instr-id="3741" subinstr-id="24"/>
+                <instruction instr-id="3741" subinstr-id="26"/>
+                <instruction instr-id="3741" subinstr-id="28"/>
+                <instruction instr-id="3741" subinstr-id="30"/>
+                <instruction instr-id="3741" subinstr-id="32"/>
+                <instruction instr-id="3741" subinstr-id="34"/>
+                <instruction instr-id="3741" subinstr-id="36"/>
+                <instruction instr-id="3741" subinstr-id="38"/>
+                <instruction instr-id="3741" subinstr-id="40"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="207" x2="222" y1="94" y2="103"/>
+                <content>458</content>
+                <instruction instr-id="3770" subinstr-id="0"/>
+                <instruction instr-id="3770" subinstr-id="2"/>
+                <instruction instr-id="3770" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="282" x2="292" y1="94" y2="103"/>
+                <content>16</content>
+                <instruction instr-id="3816" subinstr-id="0"/>
+                <instruction instr-id="3816" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="357" x2="362" y1="94" y2="103"/>
+                <content>7</content>
+                <instruction instr-id="3862" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="59" x2="111" y1="80" y2="89"/>
+                <content>Nervousness</content>
+                <instruction instr-id="3952" subinstr-id="0"/>
+                <instruction instr-id="3952" subinstr-id="2"/>
+                <instruction instr-id="3952" subinstr-id="4"/>
+                <instruction instr-id="3952" subinstr-id="6"/>
+                <instruction instr-id="3952" subinstr-id="8"/>
+                <instruction instr-id="3952" subinstr-id="10"/>
+                <instruction instr-id="3952" subinstr-id="12"/>
+                <instruction instr-id="3952" subinstr-id="14"/>
+                <instruction instr-id="3952" subinstr-id="16"/>
+                <instruction instr-id="3952" subinstr-id="18"/>
+                <instruction instr-id="3952" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="207" x2="222" y1="80" y2="89"/>
+                <content>449</content>
+                <instruction instr-id="3981" subinstr-id="0"/>
+                <instruction instr-id="3981" subinstr-id="2"/>
+                <instruction instr-id="3981" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="282" x2="292" y1="80" y2="89"/>
+                <content>20</content>
+                <instruction instr-id="4027" subinstr-id="0"/>
+                <instruction instr-id="4027" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="352" x2="362" y1="80" y2="89"/>
+                <content>14</content>
+                <instruction instr-id="4073" subinstr-id="0"/>
+                <instruction instr-id="4073" subinstr-id="2"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="107" x2="142" y1="494" y2="503"/>
+                <content>Illnesses</content>
+                <instruction instr-id="152" subinstr-id="0"/>
+                <instruction instr-id="152" subinstr-id="2"/>
+                <instruction instr-id="152" subinstr-id="4"/>
+                <instruction instr-id="152" subinstr-id="6"/>
+                <instruction instr-id="152" subinstr-id="8"/>
+                <instruction instr-id="152" subinstr-id="10"/>
+                <instruction instr-id="152" subinstr-id="12"/>
+                <instruction instr-id="152" subinstr-id="14"/>
+                <instruction instr-id="152" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="2" start-row="0">
+                <bounding-box x1="263" x2="293" y1="505" y2="514"/>
+                <content>Gender</content>
+                <instruction instr-id="81" subinstr-id="0"/>
+                <instruction instr-id="81" subinstr-id="2"/>
+                <instruction instr-id="81" subinstr-id="4"/>
+                <instruction instr-id="81" subinstr-id="6"/>
+                <instruction instr-id="81" subinstr-id="8"/>
+                <instruction instr-id="81" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="225" x2="245" y1="490" y2="499"/>
+                <content>Male</content>
+                <instruction instr-id="181" subinstr-id="0"/>
+                <instruction instr-id="181" subinstr-id="2"/>
+                <instruction instr-id="181" subinstr-id="4"/>
+                <instruction instr-id="181" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="305" x2="335" y1="490" y2="499"/>
+                <content>Female</content>
+                <instruction instr-id="210" subinstr-id="0"/>
+                <instruction instr-id="210" subinstr-id="2"/>
+                <instruction instr-id="210" subinstr-id="4"/>
+                <instruction instr-id="210" subinstr-id="6"/>
+                <instruction instr-id="210" subinstr-id="8"/>
+                <instruction instr-id="210" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="59" x2="126" y1="476" y2="485"/>
+                <content>Allergy problems</content>
+                <instruction instr-id="269" subinstr-id="0"/>
+                <instruction instr-id="269" subinstr-id="2"/>
+                <instruction instr-id="269" subinstr-id="4"/>
+                <instruction instr-id="269" subinstr-id="6"/>
+                <instruction instr-id="269" subinstr-id="8"/>
+                <instruction instr-id="269" subinstr-id="10"/>
+                <instruction instr-id="269" subinstr-id="12"/>
+                <instruction instr-id="269" subinstr-id="16"/>
+                <instruction instr-id="269" subinstr-id="18"/>
+                <instruction instr-id="269" subinstr-id="20"/>
+                <instruction instr-id="269" subinstr-id="22"/>
+                <instruction instr-id="269" subinstr-id="24"/>
+                <instruction instr-id="269" subinstr-id="26"/>
+                <instruction instr-id="269" subinstr-id="28"/>
+                <instruction instr-id="269" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="266" x2="276" y1="476" y2="485"/>
+                <content>25</content>
+                <instruction instr-id="298" subinstr-id="0"/>
+                <instruction instr-id="298" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="352" x2="362" y1="476" y2="485"/>
+                <content>68</content>
+                <instruction instr-id="344" subinstr-id="0"/>
+                <instruction instr-id="344" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="59" x2="123" y1="461" y2="470"/>
+                <content>Anxiety disorder</content>
+                <instruction instr-id="428" subinstr-id="0"/>
+                <instruction instr-id="428" subinstr-id="2"/>
+                <instruction instr-id="428" subinstr-id="4"/>
+                <instruction instr-id="428" subinstr-id="6"/>
+                <instruction instr-id="428" subinstr-id="8"/>
+                <instruction instr-id="428" subinstr-id="10"/>
+                <instruction instr-id="428" subinstr-id="12"/>
+                <instruction instr-id="428" subinstr-id="16"/>
+                <instruction instr-id="428" subinstr-id="18"/>
+                <instruction instr-id="428" subinstr-id="20"/>
+                <instruction instr-id="428" subinstr-id="22"/>
+                <instruction instr-id="428" subinstr-id="24"/>
+                <instruction instr-id="428" subinstr-id="26"/>
+                <instruction instr-id="428" subinstr-id="28"/>
+                <instruction instr-id="428" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="266" x2="276" y1="461" y2="470"/>
+                <content>17</content>
+                <instruction instr-id="457" subinstr-id="0"/>
+                <instruction instr-id="457" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="352" x2="362" y1="461" y2="470"/>
+                <content>64</content>
+                <instruction instr-id="503" subinstr-id="0"/>
+                <instruction instr-id="503" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="59" x2="89" y1="447" y2="456"/>
+                <content>Asthma</content>
+                <instruction instr-id="583" subinstr-id="0"/>
+                <instruction instr-id="583" subinstr-id="2"/>
+                <instruction instr-id="583" subinstr-id="4"/>
+                <instruction instr-id="583" subinstr-id="6"/>
+                <instruction instr-id="583" subinstr-id="8"/>
+                <instruction instr-id="583" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="271" x2="276" y1="447" y2="456"/>
+                <content>6</content>
+                <instruction instr-id="612" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="352" x2="362" y1="447" y2="456"/>
+                <content>25</content>
+                <instruction instr-id="658" subinstr-id="0"/>
+                <instruction instr-id="658" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="59" x2="161" y1="433" y2="442"/>
+                <content>Chronic fatigue syndrome</content>
+                <instruction instr-id="738" subinstr-id="0"/>
+                <instruction instr-id="738" subinstr-id="2"/>
+                <instruction instr-id="738" subinstr-id="4"/>
+                <instruction instr-id="738" subinstr-id="6"/>
+                <instruction instr-id="738" subinstr-id="8"/>
+                <instruction instr-id="738" subinstr-id="10"/>
+                <instruction instr-id="738" subinstr-id="12"/>
+                <instruction instr-id="738" subinstr-id="16"/>
+                <instruction instr-id="738" subinstr-id="18"/>
+                <instruction instr-id="738" subinstr-id="20"/>
+                <instruction instr-id="738" subinstr-id="22"/>
+                <instruction instr-id="738" subinstr-id="24"/>
+                <instruction instr-id="738" subinstr-id="26"/>
+                <instruction instr-id="738" subinstr-id="28"/>
+                <instruction instr-id="738" subinstr-id="32"/>
+                <instruction instr-id="738" subinstr-id="34"/>
+                <instruction instr-id="738" subinstr-id="36"/>
+                <instruction instr-id="738" subinstr-id="38"/>
+                <instruction instr-id="738" subinstr-id="40"/>
+                <instruction instr-id="738" subinstr-id="42"/>
+                <instruction instr-id="738" subinstr-id="44"/>
+                <instruction instr-id="738" subinstr-id="46"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="271" x2="276" y1="433" y2="442"/>
+                <content>5</content>
+                <instruction instr-id="767" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="352" x2="362" y1="433" y2="442"/>
+                <content>14</content>
+                <instruction instr-id="813" subinstr-id="0"/>
+                <instruction instr-id="813" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="59" x2="104" y1="419" y2="428"/>
+                <content>Depression</content>
+                <instruction instr-id="893" subinstr-id="0"/>
+                <instruction instr-id="893" subinstr-id="2"/>
+                <instruction instr-id="893" subinstr-id="4"/>
+                <instruction instr-id="893" subinstr-id="6"/>
+                <instruction instr-id="893" subinstr-id="8"/>
+                <instruction instr-id="893" subinstr-id="10"/>
+                <instruction instr-id="893" subinstr-id="12"/>
+                <instruction instr-id="893" subinstr-id="14"/>
+                <instruction instr-id="893" subinstr-id="16"/>
+                <instruction instr-id="893" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="266" x2="276" y1="419" y2="428"/>
+                <content>20</content>
+                <instruction instr-id="922" subinstr-id="0"/>
+                <instruction instr-id="922" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="352" x2="362" y1="419" y2="428"/>
+                <content>28</content>
+                <instruction instr-id="968" subinstr-id="0"/>
+                <instruction instr-id="968" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="59" x2="94" y1="405" y2="414"/>
+                <content>Diabetes</content>
+                <instruction instr-id="1048" subinstr-id="0"/>
+                <instruction instr-id="1048" subinstr-id="2"/>
+                <instruction instr-id="1048" subinstr-id="4"/>
+                <instruction instr-id="1048" subinstr-id="6"/>
+                <instruction instr-id="1048" subinstr-id="8"/>
+                <instruction instr-id="1048" subinstr-id="10"/>
+                <instruction instr-id="1048" subinstr-id="12"/>
+                <instruction instr-id="1048" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="271" x2="276" y1="405" y2="414"/>
+                <content>1</content>
+                <instruction instr-id="1077" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="357" x2="362" y1="405" y2="414"/>
+                <content>0</content>
+                <instruction instr-id="1123" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="59" x2="178" y1="391" y2="400"/>
+                <content>Sexually transmitted diseases</content>
+                <instruction instr-id="1203" subinstr-id="0"/>
+                <instruction instr-id="1203" subinstr-id="2"/>
+                <instruction instr-id="1203" subinstr-id="4"/>
+                <instruction instr-id="1203" subinstr-id="6"/>
+                <instruction instr-id="1203" subinstr-id="8"/>
+                <instruction instr-id="1203" subinstr-id="10"/>
+                <instruction instr-id="1203" subinstr-id="12"/>
+                <instruction instr-id="1203" subinstr-id="14"/>
+                <instruction instr-id="1203" subinstr-id="18"/>
+                <instruction instr-id="1203" subinstr-id="20"/>
+                <instruction instr-id="1203" subinstr-id="22"/>
+                <instruction instr-id="1203" subinstr-id="24"/>
+                <instruction instr-id="1203" subinstr-id="26"/>
+                <instruction instr-id="1203" subinstr-id="28"/>
+                <instruction instr-id="1203" subinstr-id="30"/>
+                <instruction instr-id="1203" subinstr-id="32"/>
+                <instruction instr-id="1203" subinstr-id="34"/>
+                <instruction instr-id="1203" subinstr-id="36"/>
+                <instruction instr-id="1203" subinstr-id="38"/>
+                <instruction instr-id="1203" subinstr-id="42"/>
+                <instruction instr-id="1203" subinstr-id="44"/>
+                <instruction instr-id="1203" subinstr-id="46"/>
+                <instruction instr-id="1203" subinstr-id="48"/>
+                <instruction instr-id="1203" subinstr-id="50"/>
+                <instruction instr-id="1203" subinstr-id="52"/>
+                <instruction instr-id="1203" subinstr-id="54"/>
+                <instruction instr-id="1203" subinstr-id="56"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="271" x2="276" y1="391" y2="400"/>
+                <content>3</content>
+                <instruction instr-id="1232" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="357" x2="362" y1="391" y2="400"/>
+                <content>4</content>
+                <instruction instr-id="1278" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="59" x2="163" y1="377" y2="386"/>
+                <content>Substance abuse problem</content>
+                <instruction instr-id="1358" subinstr-id="0"/>
+                <instruction instr-id="1358" subinstr-id="2"/>
+                <instruction instr-id="1358" subinstr-id="4"/>
+                <instruction instr-id="1358" subinstr-id="6"/>
+                <instruction instr-id="1358" subinstr-id="8"/>
+                <instruction instr-id="1358" subinstr-id="10"/>
+                <instruction instr-id="1358" subinstr-id="12"/>
+                <instruction instr-id="1358" subinstr-id="14"/>
+                <instruction instr-id="1358" subinstr-id="16"/>
+                <instruction instr-id="1358" subinstr-id="20"/>
+                <instruction instr-id="1358" subinstr-id="22"/>
+                <instruction instr-id="1358" subinstr-id="24"/>
+                <instruction instr-id="1358" subinstr-id="26"/>
+                <instruction instr-id="1358" subinstr-id="28"/>
+                <instruction instr-id="1358" subinstr-id="32"/>
+                <instruction instr-id="1358" subinstr-id="34"/>
+                <instruction instr-id="1358" subinstr-id="36"/>
+                <instruction instr-id="1358" subinstr-id="38"/>
+                <instruction instr-id="1358" subinstr-id="40"/>
+                <instruction instr-id="1358" subinstr-id="42"/>
+                <instruction instr-id="1358" subinstr-id="44"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="271" x2="276" y1="377" y2="386"/>
+                <content>5</content>
+                <instruction instr-id="1387" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="357" x2="362" y1="377" y2="386"/>
+                <content>5</content>
+                <instruction instr-id="1433" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="59" x2="98" y1="363" y2="372"/>
+                <content>Back pain</content>
+                <instruction instr-id="1513" subinstr-id="0"/>
+                <instruction instr-id="1513" subinstr-id="2"/>
+                <instruction instr-id="1513" subinstr-id="4"/>
+                <instruction instr-id="1513" subinstr-id="6"/>
+                <instruction instr-id="1513" subinstr-id="10"/>
+                <instruction instr-id="1513" subinstr-id="12"/>
+                <instruction instr-id="1513" subinstr-id="14"/>
+                <instruction instr-id="1513" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="266" x2="276" y1="363" y2="372"/>
+                <content>46</content>
+                <instruction instr-id="1542" subinstr-id="0"/>
+                <instruction instr-id="1542" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="347" x2="362" y1="363" y2="372"/>
+                <content>156</content>
+                <instruction instr-id="1588" subinstr-id="0"/>
+                <instruction instr-id="1588" subinstr-id="2"/>
+                <instruction instr-id="1588" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="59" x2="143" y1="349" y2="358"/>
+                <content>Broken bone/fracture</content>
+                <instruction instr-id="1668" subinstr-id="0"/>
+                <instruction instr-id="1668" subinstr-id="2"/>
+                <instruction instr-id="1668" subinstr-id="4"/>
+                <instruction instr-id="1668" subinstr-id="6"/>
+                <instruction instr-id="1668" subinstr-id="8"/>
+                <instruction instr-id="1668" subinstr-id="10"/>
+                <instruction instr-id="1668" subinstr-id="14"/>
+                <instruction instr-id="1668" subinstr-id="16"/>
+                <instruction instr-id="1668" subinstr-id="18"/>
+                <instruction instr-id="1668" subinstr-id="20"/>
+                <instruction instr-id="1668" subinstr-id="22"/>
+                <instruction instr-id="1668" subinstr-id="24"/>
+                <instruction instr-id="1668" subinstr-id="26"/>
+                <instruction instr-id="1668" subinstr-id="28"/>
+                <instruction instr-id="1668" subinstr-id="30"/>
+                <instruction instr-id="1668" subinstr-id="32"/>
+                <instruction instr-id="1668" subinstr-id="34"/>
+                <instruction instr-id="1668" subinstr-id="36"/>
+                <instruction instr-id="1668" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="271" x2="276" y1="349" y2="358"/>
+                <content>7</content>
+                <instruction instr-id="1697" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="357" x2="362" y1="349" y2="358"/>
+                <content>5</content>
+                <instruction instr-id="1743" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="59" x2="184" y1="335" y2="344"/>
+                <content>Bronchitis/ear or sinus infection</content>
+                <instruction instr-id="1823" subinstr-id="0"/>
+                <instruction instr-id="1823" subinstr-id="2"/>
+                <instruction instr-id="1823" subinstr-id="4"/>
+                <instruction instr-id="1823" subinstr-id="6"/>
+                <instruction instr-id="1823" subinstr-id="8"/>
+                <instruction instr-id="1823" subinstr-id="10"/>
+                <instruction instr-id="1823" subinstr-id="12"/>
+                <instruction instr-id="1823" subinstr-id="14"/>
+                <instruction instr-id="1823" subinstr-id="16"/>
+                <instruction instr-id="1823" subinstr-id="18"/>
+                <instruction instr-id="1823" subinstr-id="20"/>
+                <instruction instr-id="1823" subinstr-id="22"/>
+                <instruction instr-id="1823" subinstr-id="24"/>
+                <instruction instr-id="1823" subinstr-id="26"/>
+                <instruction instr-id="1823" subinstr-id="30"/>
+                <instruction instr-id="1823" subinstr-id="32"/>
+                <instruction instr-id="1823" subinstr-id="36"/>
+                <instruction instr-id="1823" subinstr-id="38"/>
+                <instruction instr-id="1823" subinstr-id="40"/>
+                <instruction instr-id="1823" subinstr-id="42"/>
+                <instruction instr-id="1823" subinstr-id="44"/>
+                <instruction instr-id="1823" subinstr-id="48"/>
+                <instruction instr-id="1823" subinstr-id="50"/>
+                <instruction instr-id="1823" subinstr-id="52"/>
+                <instruction instr-id="1823" subinstr-id="54"/>
+                <instruction instr-id="1823" subinstr-id="56"/>
+                <instruction instr-id="1823" subinstr-id="58"/>
+                <instruction instr-id="1823" subinstr-id="60"/>
+                <instruction instr-id="1823" subinstr-id="62"/>
+                <instruction instr-id="1823" subinstr-id="64"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="266" x2="276" y1="335" y2="344"/>
+                <content>23</content>
+                <instruction instr-id="1852" subinstr-id="0"/>
+                <instruction instr-id="1852" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="352" x2="362" y1="335" y2="344"/>
+                <content>81</content>
+                <instruction instr-id="1898" subinstr-id="0"/>
+                <instruction instr-id="1898" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="59" x2="116" y1="321" y2="330"/>
+                <content>Endometriosis</content>
+                <instruction instr-id="1978" subinstr-id="0"/>
+                <instruction instr-id="1978" subinstr-id="2"/>
+                <instruction instr-id="1978" subinstr-id="4"/>
+                <instruction instr-id="1978" subinstr-id="6"/>
+                <instruction instr-id="1978" subinstr-id="8"/>
+                <instruction instr-id="1978" subinstr-id="10"/>
+                <instruction instr-id="1978" subinstr-id="12"/>
+                <instruction instr-id="1978" subinstr-id="14"/>
+                <instruction instr-id="1978" subinstr-id="16"/>
+                <instruction instr-id="1978" subinstr-id="18"/>
+                <instruction instr-id="1978" subinstr-id="20"/>
+                <instruction instr-id="1978" subinstr-id="22"/>
+                <instruction instr-id="1978" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="271" x2="276" y1="321" y2="330"/>
+                <content>0</content>
+                <instruction instr-id="2007" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="357" x2="362" y1="321" y2="330"/>
+                <content>6</content>
+                <instruction instr-id="2053" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="5">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0" end-row="1">
+                <bounding-box x1="109" x2="144" y1="251" y2="260"/>
+                <content>Illnesses</content>
+                <instruction instr-id="2270" subinstr-id="0"/>
+                <instruction instr-id="2270" subinstr-id="2"/>
+                <instruction instr-id="2270" subinstr-id="4"/>
+                <instruction instr-id="2270" subinstr-id="6"/>
+                <instruction instr-id="2270" subinstr-id="8"/>
+                <instruction instr-id="2270" subinstr-id="10"/>
+                <instruction instr-id="2270" subinstr-id="12"/>
+                <instruction instr-id="2270" subinstr-id="14"/>
+                <instruction instr-id="2270" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" end-col="3" start-row="0">
+                <bounding-box x1="254" x2="304" y1="262" y2="271"/>
+                <content>Course Year</content>
+                <instruction instr-id="2199" subinstr-id="0"/>
+                <instruction instr-id="2199" subinstr-id="2"/>
+                <instruction instr-id="2199" subinstr-id="4"/>
+                <instruction instr-id="2199" subinstr-id="6"/>
+                <instruction instr-id="2199" subinstr-id="8"/>
+                <instruction instr-id="2199" subinstr-id="10"/>
+                <instruction instr-id="2199" subinstr-id="14"/>
+                <instruction instr-id="2199" subinstr-id="16"/>
+                <instruction instr-id="2199" subinstr-id="18"/>
+                <instruction instr-id="2199" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="206" x2="238" y1="248" y2="257"/>
+                <content>1st year</content>
+                <instruction instr-id="2299" subinstr-id="0"/>
+                <instruction instr-id="2299" subinstr-id="2"/>
+                <instruction instr-id="2299" subinstr-id="4"/>
+                <instruction instr-id="2299" subinstr-id="8"/>
+                <instruction instr-id="2299" subinstr-id="10"/>
+                <instruction instr-id="2299" subinstr-id="12"/>
+                <instruction instr-id="2299" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="255" x2="290" y1="248" y2="257"/>
+                <content>2nd year</content>
+                <instruction instr-id="2328" subinstr-id="0"/>
+                <instruction instr-id="2328" subinstr-id="2"/>
+                <instruction instr-id="2328" subinstr-id="4"/>
+                <instruction instr-id="2328" subinstr-id="8"/>
+                <instruction instr-id="2328" subinstr-id="10"/>
+                <instruction instr-id="2328" subinstr-id="12"/>
+                <instruction instr-id="2328" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="305" x2="354" y1="248" y2="257"/>
+                <content>3rd-5th year</content>
+                <instruction instr-id="2357" subinstr-id="0"/>
+                <instruction instr-id="2357" subinstr-id="2"/>
+                <instruction instr-id="2357" subinstr-id="4"/>
+                <instruction instr-id="2357" subinstr-id="6"/>
+                <instruction instr-id="2357" subinstr-id="8"/>
+                <instruction instr-id="2357" subinstr-id="10"/>
+                <instruction instr-id="2357" subinstr-id="12"/>
+                <instruction instr-id="2357" subinstr-id="16"/>
+                <instruction instr-id="2357" subinstr-id="18"/>
+                <instruction instr-id="2357" subinstr-id="20"/>
+                <instruction instr-id="2357" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="59" x2="126" y1="233" y2="242"/>
+                <content>Allergy problems</content>
+                <instruction instr-id="2428" subinstr-id="0"/>
+                <instruction instr-id="2428" subinstr-id="2"/>
+                <instruction instr-id="2428" subinstr-id="4"/>
+                <instruction instr-id="2428" subinstr-id="6"/>
+                <instruction instr-id="2428" subinstr-id="8"/>
+                <instruction instr-id="2428" subinstr-id="10"/>
+                <instruction instr-id="2428" subinstr-id="12"/>
+                <instruction instr-id="2428" subinstr-id="16"/>
+                <instruction instr-id="2428" subinstr-id="18"/>
+                <instruction instr-id="2428" subinstr-id="20"/>
+                <instruction instr-id="2428" subinstr-id="22"/>
+                <instruction instr-id="2428" subinstr-id="24"/>
+                <instruction instr-id="2428" subinstr-id="26"/>
+                <instruction instr-id="2428" subinstr-id="28"/>
+                <instruction instr-id="2428" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="236" x2="246" y1="233" y2="242"/>
+                <content>23</content>
+                <instruction instr-id="2457" subinstr-id="0"/>
+                <instruction instr-id="2457" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="286" x2="296" y1="233" y2="242"/>
+                <content>55</content>
+                <instruction instr-id="2503" subinstr-id="0"/>
+                <instruction instr-id="2503" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="350" x2="360" y1="233" y2="242"/>
+                <content>15</content>
+                <instruction instr-id="2549" subinstr-id="0"/>
+                <instruction instr-id="2549" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="59" x2="123" y1="219" y2="228"/>
+                <content>Anxiety disorder</content>
+                <instruction instr-id="2647" subinstr-id="0"/>
+                <instruction instr-id="2647" subinstr-id="2"/>
+                <instruction instr-id="2647" subinstr-id="4"/>
+                <instruction instr-id="2647" subinstr-id="6"/>
+                <instruction instr-id="2647" subinstr-id="8"/>
+                <instruction instr-id="2647" subinstr-id="10"/>
+                <instruction instr-id="2647" subinstr-id="12"/>
+                <instruction instr-id="2647" subinstr-id="16"/>
+                <instruction instr-id="2647" subinstr-id="18"/>
+                <instruction instr-id="2647" subinstr-id="20"/>
+                <instruction instr-id="2647" subinstr-id="22"/>
+                <instruction instr-id="2647" subinstr-id="24"/>
+                <instruction instr-id="2647" subinstr-id="26"/>
+                <instruction instr-id="2647" subinstr-id="28"/>
+                <instruction instr-id="2647" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="236" x2="246" y1="219" y2="228"/>
+                <content>22</content>
+                <instruction instr-id="2676" subinstr-id="0"/>
+                <instruction instr-id="2676" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="286" x2="296" y1="219" y2="228"/>
+                <content>42</content>
+                <instruction instr-id="2722" subinstr-id="0"/>
+                <instruction instr-id="2722" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="350" x2="360" y1="219" y2="228"/>
+                <content>17</content>
+                <instruction instr-id="2768" subinstr-id="0"/>
+                <instruction instr-id="2768" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="59" x2="89" y1="205" y2="214"/>
+                <content>Asthma</content>
+                <instruction instr-id="2858" subinstr-id="0"/>
+                <instruction instr-id="2858" subinstr-id="2"/>
+                <instruction instr-id="2858" subinstr-id="4"/>
+                <instruction instr-id="2858" subinstr-id="6"/>
+                <instruction instr-id="2858" subinstr-id="8"/>
+                <instruction instr-id="2858" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="241" x2="246" y1="205" y2="214"/>
+                <content>9</content>
+                <instruction instr-id="2887" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="286" x2="296" y1="205" y2="214"/>
+                <content>17</content>
+                <instruction instr-id="2933" subinstr-id="0"/>
+                <instruction instr-id="2933" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="355" x2="360" y1="205" y2="214"/>
+                <content>5</content>
+                <instruction instr-id="2979" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="59" x2="161" y1="190" y2="199"/>
+                <content>Chronic fatigue syndrome</content>
+                <instruction instr-id="3069" subinstr-id="0"/>
+                <instruction instr-id="3069" subinstr-id="2"/>
+                <instruction instr-id="3069" subinstr-id="4"/>
+                <instruction instr-id="3069" subinstr-id="6"/>
+                <instruction instr-id="3069" subinstr-id="8"/>
+                <instruction instr-id="3069" subinstr-id="10"/>
+                <instruction instr-id="3069" subinstr-id="12"/>
+                <instruction instr-id="3069" subinstr-id="16"/>
+                <instruction instr-id="3069" subinstr-id="18"/>
+                <instruction instr-id="3069" subinstr-id="20"/>
+                <instruction instr-id="3069" subinstr-id="22"/>
+                <instruction instr-id="3069" subinstr-id="24"/>
+                <instruction instr-id="3069" subinstr-id="26"/>
+                <instruction instr-id="3069" subinstr-id="28"/>
+                <instruction instr-id="3069" subinstr-id="32"/>
+                <instruction instr-id="3069" subinstr-id="34"/>
+                <instruction instr-id="3069" subinstr-id="36"/>
+                <instruction instr-id="3069" subinstr-id="38"/>
+                <instruction instr-id="3069" subinstr-id="40"/>
+                <instruction instr-id="3069" subinstr-id="42"/>
+                <instruction instr-id="3069" subinstr-id="44"/>
+                <instruction instr-id="3069" subinstr-id="46"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="241" x2="246" y1="190" y2="199"/>
+                <content>6</content>
+                <instruction instr-id="3098" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="291" x2="296" y1="190" y2="199"/>
+                <content>4</content>
+                <instruction instr-id="3144" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="355" x2="360" y1="190" y2="199"/>
+                <content>9</content>
+                <instruction instr-id="3190" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="59" x2="104" y1="176" y2="185"/>
+                <content>Depression</content>
+                <instruction instr-id="3280" subinstr-id="0"/>
+                <instruction instr-id="3280" subinstr-id="2"/>
+                <instruction instr-id="3280" subinstr-id="4"/>
+                <instruction instr-id="3280" subinstr-id="6"/>
+                <instruction instr-id="3280" subinstr-id="8"/>
+                <instruction instr-id="3280" subinstr-id="10"/>
+                <instruction instr-id="3280" subinstr-id="12"/>
+                <instruction instr-id="3280" subinstr-id="14"/>
+                <instruction instr-id="3280" subinstr-id="16"/>
+                <instruction instr-id="3280" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="236" x2="246" y1="176" y2="185"/>
+                <content>19</content>
+                <instruction instr-id="3309" subinstr-id="0"/>
+                <instruction instr-id="3309" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="286" x2="296" y1="176" y2="185"/>
+                <content>24</content>
+                <instruction instr-id="3355" subinstr-id="0"/>
+                <instruction instr-id="3355" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="355" x2="360" y1="176" y2="185"/>
+                <content>5</content>
+                <instruction instr-id="3401" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="59" x2="94" y1="162" y2="171"/>
+                <content>Diabetes</content>
+                <instruction instr-id="3491" subinstr-id="0"/>
+                <instruction instr-id="3491" subinstr-id="2"/>
+                <instruction instr-id="3491" subinstr-id="4"/>
+                <instruction instr-id="3491" subinstr-id="6"/>
+                <instruction instr-id="3491" subinstr-id="8"/>
+                <instruction instr-id="3491" subinstr-id="10"/>
+                <instruction instr-id="3491" subinstr-id="12"/>
+                <instruction instr-id="3491" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="241" x2="246" y1="162" y2="171"/>
+                <content>0</content>
+                <instruction instr-id="3520" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="291" x2="296" y1="162" y2="171"/>
+                <content>1</content>
+                <instruction instr-id="3566" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="355" x2="360" y1="162" y2="171"/>
+                <content>0</content>
+                <instruction instr-id="3612" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="59" x2="178" y1="148" y2="157"/>
+                <content>Sexually transmitted diseases</content>
+                <instruction instr-id="3702" subinstr-id="0"/>
+                <instruction instr-id="3702" subinstr-id="2"/>
+                <instruction instr-id="3702" subinstr-id="4"/>
+                <instruction instr-id="3702" subinstr-id="6"/>
+                <instruction instr-id="3702" subinstr-id="8"/>
+                <instruction instr-id="3702" subinstr-id="10"/>
+                <instruction instr-id="3702" subinstr-id="12"/>
+                <instruction instr-id="3702" subinstr-id="14"/>
+                <instruction instr-id="3702" subinstr-id="18"/>
+                <instruction instr-id="3702" subinstr-id="20"/>
+                <instruction instr-id="3702" subinstr-id="22"/>
+                <instruction instr-id="3702" subinstr-id="24"/>
+                <instruction instr-id="3702" subinstr-id="26"/>
+                <instruction instr-id="3702" subinstr-id="28"/>
+                <instruction instr-id="3702" subinstr-id="30"/>
+                <instruction instr-id="3702" subinstr-id="32"/>
+                <instruction instr-id="3702" subinstr-id="34"/>
+                <instruction instr-id="3702" subinstr-id="36"/>
+                <instruction instr-id="3702" subinstr-id="38"/>
+                <instruction instr-id="3702" subinstr-id="42"/>
+                <instruction instr-id="3702" subinstr-id="44"/>
+                <instruction instr-id="3702" subinstr-id="46"/>
+                <instruction instr-id="3702" subinstr-id="48"/>
+                <instruction instr-id="3702" subinstr-id="50"/>
+                <instruction instr-id="3702" subinstr-id="52"/>
+                <instruction instr-id="3702" subinstr-id="54"/>
+                <instruction instr-id="3702" subinstr-id="56"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="241" x2="246" y1="148" y2="157"/>
+                <content>2</content>
+                <instruction instr-id="3731" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="291" x2="296" y1="148" y2="157"/>
+                <content>4</content>
+                <instruction instr-id="3777" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="355" x2="360" y1="148" y2="157"/>
+                <content>1</content>
+                <instruction instr-id="3823" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="59" x2="163" y1="134" y2="143"/>
+                <content>Substance abuse problem</content>
+                <instruction instr-id="3913" subinstr-id="0"/>
+                <instruction instr-id="3913" subinstr-id="2"/>
+                <instruction instr-id="3913" subinstr-id="4"/>
+                <instruction instr-id="3913" subinstr-id="6"/>
+                <instruction instr-id="3913" subinstr-id="8"/>
+                <instruction instr-id="3913" subinstr-id="10"/>
+                <instruction instr-id="3913" subinstr-id="12"/>
+                <instruction instr-id="3913" subinstr-id="14"/>
+                <instruction instr-id="3913" subinstr-id="16"/>
+                <instruction instr-id="3913" subinstr-id="20"/>
+                <instruction instr-id="3913" subinstr-id="22"/>
+                <instruction instr-id="3913" subinstr-id="24"/>
+                <instruction instr-id="3913" subinstr-id="26"/>
+                <instruction instr-id="3913" subinstr-id="28"/>
+                <instruction instr-id="3913" subinstr-id="32"/>
+                <instruction instr-id="3913" subinstr-id="34"/>
+                <instruction instr-id="3913" subinstr-id="36"/>
+                <instruction instr-id="3913" subinstr-id="38"/>
+                <instruction instr-id="3913" subinstr-id="40"/>
+                <instruction instr-id="3913" subinstr-id="42"/>
+                <instruction instr-id="3913" subinstr-id="44"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="241" x2="246" y1="134" y2="143"/>
+                <content>2</content>
+                <instruction instr-id="3942" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="291" x2="296" y1="134" y2="143"/>
+                <content>8</content>
+                <instruction instr-id="3988" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="355" x2="360" y1="134" y2="143"/>
+                <content>0</content>
+                <instruction instr-id="4034" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="59" x2="98" y1="120" y2="129"/>
+                <content>Back pain</content>
+                <instruction instr-id="4124" subinstr-id="0"/>
+                <instruction instr-id="4124" subinstr-id="2"/>
+                <instruction instr-id="4124" subinstr-id="4"/>
+                <instruction instr-id="4124" subinstr-id="6"/>
+                <instruction instr-id="4124" subinstr-id="10"/>
+                <instruction instr-id="4124" subinstr-id="12"/>
+                <instruction instr-id="4124" subinstr-id="14"/>
+                <instruction instr-id="4124" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="236" x2="246" y1="120" y2="129"/>
+                <content>68</content>
+                <instruction instr-id="4153" subinstr-id="0"/>
+                <instruction instr-id="4153" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="281" x2="296" y1="120" y2="129"/>
+                <content>109</content>
+                <instruction instr-id="4199" subinstr-id="0"/>
+                <instruction instr-id="4199" subinstr-id="2"/>
+                <instruction instr-id="4199" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="350" x2="360" y1="120" y2="129"/>
+                <content>25</content>
+                <instruction instr-id="4245" subinstr-id="0"/>
+                <instruction instr-id="4245" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="59" x2="143" y1="106" y2="115"/>
+                <content>Broken bone/fracture</content>
+                <instruction instr-id="4335" subinstr-id="0"/>
+                <instruction instr-id="4335" subinstr-id="2"/>
+                <instruction instr-id="4335" subinstr-id="4"/>
+                <instruction instr-id="4335" subinstr-id="6"/>
+                <instruction instr-id="4335" subinstr-id="8"/>
+                <instruction instr-id="4335" subinstr-id="10"/>
+                <instruction instr-id="4335" subinstr-id="14"/>
+                <instruction instr-id="4335" subinstr-id="16"/>
+                <instruction instr-id="4335" subinstr-id="18"/>
+                <instruction instr-id="4335" subinstr-id="20"/>
+                <instruction instr-id="4335" subinstr-id="22"/>
+                <instruction instr-id="4335" subinstr-id="24"/>
+                <instruction instr-id="4335" subinstr-id="26"/>
+                <instruction instr-id="4335" subinstr-id="28"/>
+                <instruction instr-id="4335" subinstr-id="30"/>
+                <instruction instr-id="4335" subinstr-id="32"/>
+                <instruction instr-id="4335" subinstr-id="34"/>
+                <instruction instr-id="4335" subinstr-id="36"/>
+                <instruction instr-id="4335" subinstr-id="38"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="241" x2="246" y1="106" y2="115"/>
+                <content>5</content>
+                <instruction instr-id="4364" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="291" x2="296" y1="106" y2="115"/>
+                <content>6</content>
+                <instruction instr-id="4410" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="355" x2="360" y1="106" y2="115"/>
+                <content>1</content>
+                <instruction instr-id="4456" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="59" x2="184" y1="92" y2="101"/>
+                <content>Bronchitis/ear or sinus infection</content>
+                <instruction instr-id="4546" subinstr-id="0"/>
+                <instruction instr-id="4546" subinstr-id="2"/>
+                <instruction instr-id="4546" subinstr-id="4"/>
+                <instruction instr-id="4546" subinstr-id="6"/>
+                <instruction instr-id="4546" subinstr-id="8"/>
+                <instruction instr-id="4546" subinstr-id="10"/>
+                <instruction instr-id="4546" subinstr-id="12"/>
+                <instruction instr-id="4546" subinstr-id="14"/>
+                <instruction instr-id="4546" subinstr-id="16"/>
+                <instruction instr-id="4546" subinstr-id="18"/>
+                <instruction instr-id="4546" subinstr-id="20"/>
+                <instruction instr-id="4546" subinstr-id="22"/>
+                <instruction instr-id="4546" subinstr-id="24"/>
+                <instruction instr-id="4546" subinstr-id="26"/>
+                <instruction instr-id="4546" subinstr-id="30"/>
+                <instruction instr-id="4546" subinstr-id="32"/>
+                <instruction instr-id="4546" subinstr-id="36"/>
+                <instruction instr-id="4546" subinstr-id="38"/>
+                <instruction instr-id="4546" subinstr-id="40"/>
+                <instruction instr-id="4546" subinstr-id="42"/>
+                <instruction instr-id="4546" subinstr-id="44"/>
+                <instruction instr-id="4546" subinstr-id="48"/>
+                <instruction instr-id="4546" subinstr-id="50"/>
+                <instruction instr-id="4546" subinstr-id="52"/>
+                <instruction instr-id="4546" subinstr-id="54"/>
+                <instruction instr-id="4546" subinstr-id="56"/>
+                <instruction instr-id="4546" subinstr-id="58"/>
+                <instruction instr-id="4546" subinstr-id="60"/>
+                <instruction instr-id="4546" subinstr-id="62"/>
+                <instruction instr-id="4546" subinstr-id="64"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="236" x2="246" y1="92" y2="101"/>
+                <content>38</content>
+                <instruction instr-id="4575" subinstr-id="0"/>
+                <instruction instr-id="4575" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="286" x2="296" y1="92" y2="101"/>
+                <content>50</content>
+                <instruction instr-id="4621" subinstr-id="0"/>
+                <instruction instr-id="4621" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="350" x2="360" y1="92" y2="101"/>
+                <content>16</content>
+                <instruction instr-id="4667" subinstr-id="0"/>
+                <instruction instr-id="4667" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="59" x2="116" y1="78" y2="87"/>
+                <content>Endometriosis</content>
+                <instruction instr-id="4757" subinstr-id="0"/>
+                <instruction instr-id="4757" subinstr-id="2"/>
+                <instruction instr-id="4757" subinstr-id="4"/>
+                <instruction instr-id="4757" subinstr-id="6"/>
+                <instruction instr-id="4757" subinstr-id="8"/>
+                <instruction instr-id="4757" subinstr-id="10"/>
+                <instruction instr-id="4757" subinstr-id="12"/>
+                <instruction instr-id="4757" subinstr-id="14"/>
+                <instruction instr-id="4757" subinstr-id="16"/>
+                <instruction instr-id="4757" subinstr-id="18"/>
+                <instruction instr-id="4757" subinstr-id="20"/>
+                <instruction instr-id="4757" subinstr-id="22"/>
+                <instruction instr-id="4757" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="241" x2="246" y1="78" y2="87"/>
+                <content>2</content>
+                <instruction instr-id="4786" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="291" x2="296" y1="78" y2="87"/>
+                <content>3</content>
+                <instruction instr-id="4832" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="355" x2="360" y1="78" y2="87"/>
+                <content>1</content>
+                <instruction instr-id="4878" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..cb3de2ac78ae986d873551b9ff3b3f9d86949a1d
GIT binary patch
literal 24488
zcmbrlWmp}}x-AMMNN|UsGq}6EySo!)BEgwJut0E^;2K<lySoMt?hxEvgPs}L`^&m}
zt@G@A?~kIpy6cr1_15SCPeHCECPB~4zy?pgzA-il&jDZp*crbA!1M9JGm2T7nE@Sv
zwkALjK$n?~1HkCuZ07`Yv^2MH(uZeMbF&8m7{zT(>`X0f&EW+E;DNTLzl_=c_99{g
z0!rA~Isq8fENy@wdJ#KoQ+P&IXJe;d_CLKa!~eG%z|Ra+{>%AKyT2WC{(HxwcFvBL
zK*#^-^>>Q@PcK~m-plXwRP1bwZ2z~O*#7pU!VUO2ad7e~T!5dM{=DM^{EVjZ_awOg
zHj=Qk1|te!l(05(0*V2_SOVc0<$$*4P8I+TCYGOeASXwlkqx|5$gujNEru}S2Se&-
zCc9w)Q<m#+ev>anVw0g^I$r|fU4`J(<uk?Q#bt$0Z(QG3&(lY<>51o3UF$_grL$gd
z-d=9c93IL=<||%Da5gu4+)s|zo*^sgui~4Bb)`z)ebCjznGd*|v_?Ft4wx?v9jG>i
zNQ=sMSKTeYc{##?D-($%J}%ERo$YE#oH#B`66|6S*(n|#b7*O2kg%~!B5CZQTZKUK
z>CkPD5Zws-K5t410=<OVs)|~uVocT^J==EmdRFi{(X4e|9O-SjPT}x!Dd1X^TLRVq
zE%26p54YL?2gi?0%RwVkmK?7YmH?tQj+E3nj(rs3yh5yBDEK<N)i3U-V0r*@gq(b0
zJ?UKiszzu>6r00D2~KsSrl|b><#WZny2s==#gMaE;yAYC$%_UAagp1DLVV-A5jQl`
z+nf0(1A_?bs`qFyZ9_h$$2rSni-Tou+qaMSin%n1^Jw>a?GF3~t+aj7X~AXTsR<MQ
z{@D6z17A2lNUzL7A{VWTr6R%Fk+|YyYZtyq2hDR)EpfNK9}UCVe%CBf`^FD9=rx;@
zLfwlI+HX|vbuu*GFkNQu5?W>Ol`O;7Cc5rEZnZi?TQtA`5?MV}Ax@+uA(FyK964}(
zr?4cA*$NRjFGM<>lsYv0L=cPU8q6!mAb5zFs%0ApFi>i9f*=SE@0&1KLcV=Vv$}r?
zGegm)lX{hZt#-mv)H3H)mRS9AqC{;w+c$74=DW(GO_3n$$;{)%*M;Fn@2jYtHH%0-
z)1gB+Z@}Gn=eX0Q`bS8J2%PMfKlknLA_M&Q7G`GtyGs9s30T+wjK+>Y7x3mcF><uC
z1z#*3O`L7atbwioMpHW{BNG$g&;4%UY-?`h=xk$c<P7fFncLX{tpJRUV6p%(I$2tq
z0s*Yte>epMerOE@aDzF<+|dZ^nwf<Q9L3q%8VEKuH8MB<xk-LsO^vMqj6iE^OM8$d
z2z+N_Y6P+XUu}P1&8+RfApneKjz%U<mOs-oceb?t6~G#32KM&f-CsloV6?Hcbq4#f
z2Rb@g*g1oYY)$_p1rB5kCa-^bzwLjKAo$%M^IzS+-u(UeSJdA=oE(izfi^~tU<Ax8
z!3{hIIgs_Q%oW7}jH-X2)HVeZ8SvM{bpAX7BWeu<fxt%Ae+=xvIf4GXb^m>3=3oMI
zv9qHcfSH30ydutyKZ)B7+yg^u>}Y2Nv^6$z1b4x({u9E)&fe`$zIKkLW<W3$mbPH<
zIa$EL?944qjI3?#z>qP3f0_c#z>5bow*-L+3kb%@#>nK?>YD=19f9DC?5&+af3S3V
zZwGP)18QjpUNt8R@auoNMkdZq;L$eD0A?=MU$9%+nf@%8-(F3Crk2*$M&Np}{mTfP
zosAL5#M$~+dR*X1fL}W}8#(?WPw>5kku^BIU!ndy1_7A4!P5}_T~Ca{f8q-NU97^t
z%aBp{A4r6M*QYReO+^1Y7x6z%#Q!)E|J#Z9KgQC3#!3GfC;j(0>3_zFgV~)?;ZJbI
zKSqjwj1>PiQv9z${}|giTRU0WTe|@m75~(O`X3MKe>|xF?Lqw?OYJ}J)hz5Bf9?yQ
zBluefu4Hia8~t%%^k<0C-!6>)Bw_TAE2G~q8G%<4yxadQ8MqLB?p;RUA1A=Soqz}Z
zS7lrN8E5%toaNu+EdLn?{0WoopWt?XjO_jx+5K%~_g{nlF*dbyu>?~Lqun2nod4K6
z|FL)e+ur#fJGVdY!DR3gB)9*1^M6%5%uIjN<v)@~3TW*DbOP_A|EVYxjBLQ!{T%R@
z`uRn>|55%hv;6xgI!5+pVqgX}HgW>}r$9PJV#fbTR<Zu=R@BkXUc}B7p!;)5Y%ELw
zc5Zg?+?9;LgyIDF`B?zxr|RVBY~u9$83@1v7AlPL-~~4NH-;)e5Lll5)R4bK<u57t
zQ#XOVC^_1hsDcSzml3Q&!TJ#B3f7fi#lt8H)_ve;Aiz(p^xtqO8JPqB7E;XrqE`O_
zUDeIT*v|TY0`c$FAoG6^mA~bnw3CswrOE%=*ME?f|CciO4@v!tgjNC1^w(s;P^d7o
zgZcS4EGo=wU=sav|Bw3oH=2|Ae=Rz>IXKw=MRnF_>e`XlBY6o5J$LhsV)9ov8Gf`0
zrLe4~#{<|dUuRLl&nC{5GFqM3sys(LtSh0DE3>9lk8V#Pcm$yb<=%#Da+bGod$<d>
zcs=ePFg~4bbp(zH+&>I4dYy4qBqN||f8c6gtX!kLeRR2L097LjI`|1>tRiJ(92-2&
zBd3kYAr)xy-exe5Y;X{hnOCd$X%N-@uy?P&@4sD?9$9(E*_J*>SHmJQ**|1CW=<Zr
zx$!~2wJ?fv(qLpzO7O`Jsy>aE6<HN-Nrpj^h@JgCfyT4jUH`Iy1+(sG5I;`!YXwF?
zpf@@B+CwF=iI@SAT15Yx`>>?D&wf8*O@7Vn`ef<TsvrNkWogCnWNDxWDZ!Gy?HW-m
z?L}q9T1K}A&X7onRoA<QfQgX>CL9{5DaGe%jK0p&#BKqNx0gw_RW&n_bpq$otk{Ro
z$4>8|YN=np_w(h6eb;~xGd5up<IgGXsNS^l_@TjD+vYv;n}{SgzCe{rT;{@9!qoKb
z1*u&k&xU#G7jI<Ha?lsxn5csahL)!h?!!*{I`W8WKC%a;Z>4?=Gu4Tloiq>`k)`U{
zdHLza#gkLmg>VBe!A>OAVZoL4v#2P#h&%IV_2tE;jFd2k(FnV)BA*hSUDcpfcR}f|
z(UU1KqH>?=kBhs+HE$FriF6X{RK^?1vten;L!hI+=Ema+&v}>428kuDsBCpf9FnNX
z3_!)p2(|8JH$cUl!^PCuFS7eBlDM`~K&l9Os9xE?U;)%neGxbj93F?r-g-)XS(Ey9
z-?%dzNj$hN?iN}ts_Tm8xZt)!XxbwMYx$7Hfc&O$RF=XB(V32ay8q%17qbJG^K*;1
z-m;uM10>E{&!lVjx=|)kUlN6ZCv{F5<Eti|x6a}sy*F8Kvy6MLkD;@Rw{4r;UORid
zWYOM<y*qat^Url<*_3No+?Vi$6%ov`l)LPnOAgza?XF|0CbHSp0yivK8YDD9D}Bj{
z6>s&uc!Ng~CSE0y(DaYq%34HN*U33%iK66;8a44Y<daPIN*7Bm*`rvUt|;z;^pM(A
z(P#Q%n1r%%6MFEa^5S5aJc0>DdA9mbD3PmszkcHtiN|Nebjbj(Eb-X>h7E*%w|pJs
z^QhHWEab<COby0;j#nS4auew?Wv&I4rj>TTz5VtDII2>>$zF6nFlG-FzG|Ob>4>`|
zX%4k(UBcqNQniR%;wdK|8L~SazsslAQ9p)-KxvRrnsjV(;zMNDqrkygXE@l*CW|*^
zDvEZ1b6#;B@@QytoW+!BO0x<o^q0s%cL>?4=6S2Caq0gCeFvApLy}al+@!K>hB#Gi
znS21RWYE;+O$@rGe1PNtb8LKsZU`)Vnme*9+#2szsg$!Q4!?|p2QEoX&8r9<H-&!g
z1oN*jt}~~c7X{@MNPZnUqO|L60tQaHuQXzun-)9M)oc7T`Fyg<#nj3Omy#!*{VXm7
z>a&21VrnbL-*-o-yefQhv@!1L`9+>#IDnYBcx@g?`FD05U&Eog#yq~nbvZR3D;{iB
z9te}_);k_xOF>HKN{LqrkpkY(ej)*?`>A0fu!-Q+qoceLPZtfXi_SKP42b)vh<Tf0
z8O;+SZq$-bx|Pq%%GexR0ZFe|<(Jg?1kc*MDGB9D*GU%wojc`-L(+*TfK6p4O$Q(s
zsX;|~JHxeFR@OIE$rOt?9D-flj_o4WG)sv&hVW4;=Ud#Xy;S8nZAyM-(?RR-cb@DN
zu`zyA6b{vnFBbUaITqrasq!MLb7RuK^u5-&o6w$w2(8{0xK<3Ld5m4d(g(_+VWT#P
z#(p2=A*9Wx<K!=4-~@`409Y$i(9EC=BjZBp#HQ$ndt_vjLdMfnJ_Q6f<<<}|shY8{
z3Tu9%o)|3B>FKY$^|@w+_01HK?P<DmheuLLR+#R{qX$mM?8v>8VTsk6#6i;yCQIdt
z1@XjcVc=3ei|FlOSO}CdT-Lo)7mILZ?!Sw^poqjtQPF0#q$rhVji1yWRErGxR3yD9
zLG=B*{juU_zYaFt!&mgB{#hh=y--FpbpcXn^3}}%yk2y7V>pB})a<Drp-iak&Yoi8
zfa4<ZI88C_510t{7nOszb(ng?-z8+cC>j(9VQ>oEU^qjdN2XYCNFZ^7Ji#6EOEGfn
zbx3>soyDyMS8nVEl`!?j^CQO*b73)NW)*hJ#jo9CqH0|aJRdDmGO7Ec`M)aQmE=<Q
z50IR9*ao4ry;i5fF#1p}UmX>U)f`3<exgG1@dGp`&#-yzba<E$zF6g^74C#{w-k?s
z3Qw2)k_K+05{|BX6sgfia=gIf03RN1#N{k;!b>=4?eT2zT2#sE)acm0^OO$@$Mnax
zRBn(vZADeC|3=cypCzs%Gw6p+vTr*<;uLRzwwf(&arw1IYIh#N8ooW_`WrQ74fGw*
zf%9ktu?0>5a%}MZYS_HWfCIXf25B_HC$iTevZIdZRtBW9TEPcwjPO{kdDlan^XMu3
z9J<-b6xPx%^XQ(f%60z6KhcluPI#B8U#Er^VeG>+{aqwCm||T8HNyB6zp`I|E1dE^
zUu7Oc_S8`2Ji54=nixH~0)L%aM=t@;p4ktdnj2Yn;Uy<4rtrLqFst)KfK-S0dQ7K0
z*t*g`z!hSt?}tkxhe6~>0>_~9fcJ$qB2X4uS?+gO4pezR_AM?%N5wgGC>)r`y;yS3
zO2vd3jZ_0-2v&T(SB80dUt+Rbv_~caF+y8RIKG%x7l}G*n57o4L}9DnjhjVlHj=lz
zsX&rU)E>tUO5DgbW`Fc$$*y(QGo0`I)W84gWu8)FLs5E7OC81luuc@tV)CSzP|sjq
z`mkc|3u2We{pQ<-HkO*&r!$@^zt5%2`7<%yIxHRbFul_R=vXw;aWd{puV28b2q^OB
zIiuMr#}NsV=GcBR(E09iS`BMZU*yogp1Ed?UE<Zam;5S+-m@`z-UETa8hKbAwAQ;j
zv|gUiA2h~s@RBW%e^zenG$!~y-KKZ#lBqJ=?Ff@yMnl^xqhwE-RU>76KvpMZg@?u5
z(dFn<yPr_Qi<YZf4i6{{rEk_V@MTAqCHlY`&dx!)HFS7;+?fV!p939Ho5&r=RSOeR
zMA{9^Orr<9e2As>`9R9ftPfQDZJ%q-sR8(9#vHkB0#WLq0}rV-(%pQ~Vfx)6Aw2b*
zldv|2YE>nm$7pw>0wenSL?+}GybK6A2pwvoLN_nZG^pCd=q{A45bM>%-ixMN0@T3N
z+-_*J>Wi3xGf14|*X3Q35I5g^3cD7K_m|1ccX3s)WKYp6z4h5b#_!PS9C>*m-yhkc
zcgU~7bW=)=dm1jU%0-KIMucs5Ld?p48z_8#CO1um$>*76iSAgn*J9afE{=#iv!F=$
z>ft3tP!~3ucprXM4XQFXy2)!TNX7g2R8=h*T-_p@^IB^P30po=>D@OzFVD$n-Ll=M
z8R`-Dr-;@}`k9l$;TdSKNARUe{k2~+kCN@*haAk~Qk(1~r=N+8KNdILwF$)7P2Ar}
z(dkW12bFcPUNUrOd^<u>!>Gz<J2af_t-ia}_vB|A9?EkYO6%3y*tps>Pg==W{s7)`
zC7BuSS|j(<mMaOk=JrlFGl(G6hsAfnT<%nX!S8Ct$}BhWT^%x&JIM>#UfONM1b(kV
zNR%>-RI^o5k%q~ECwJ=d*rz{PyBpM372caEBg{r`U7*#d6L_m?C;Qaf@U^CU5^naO
zF*NZYO1|hgn~Xpd2DOx4Oy^#3!hmBjAyop?E8PP|6Aca$kH?QLs^!qh;Cs^|?a|hg
zL-Vo&ksw@A=txFf?%AO=GL4c==$+{(BQEu$s%5)X^3vDh!TxwfK@K3VGqGlF)lGGg
zm-9{m9HxM0sG3z!{b|*;{|P&e4Egs=ZI>sV`=?5n7-n}>HMmZ8hA*cFwc)M3_r60^
zf>4P)_op?g0#l2!`T=LgKYpN9bR73dU2c?EAGO38ro)^&Yv4V2<##59)0R8poevo<
zQ(n=h8Qy{N%OE!`+Hv)W9(Jx9%CHwmr~FZ<RHZ-D9WhUhz#J)iw4OUH%B1jFN3|^2
zjzx(G?nmCi?cAl+jh#u&(|?|JKC_<SoF`*~)R}3<ka8(5=~g(OAegmZxr6j7y4ReK
zg`zJDbF`i0sPA7JppPM*WC?n$u+Dy9%$G<00?Hc8>q*3}H5tCAW%V>SorRd*rmJ3v
zJS=v5<B^P#UWQv|AxXm^olVcPzJE72PkiSyTWfj-N_Wn+2~J#_6Xc8Ad~O*m_;Ky?
z{zy0w5e1IG>!@R&E`l*0rG*A1maP!quoII+Qg6HOV}x64@H@TTYoRO|`Cnn<d%E)?
zMmPsOVhn~PecqAF9}|`tpPjL5l&~Dw2WaZHFizgT?|evna{FikrKux8?mf_d$QyFC
zO3bAm%b>aa%2Udv)xlcPoWUl8@5gwOt?BYy$L`pJ=J;1K3kT8kdJ*$VSBJ00l9gIb
z-6_4H&2reZ3f9jf6T)~c+B}msea60fr|I2Z{fIYD9Yl5)t`4N#uF7(_RO59nLC_0z
zD*zkKm~9rDpwT)=o5k)oKYJq3clHY!LpAcUz2(GDWw%*L(8A_fD_&xAGg+eN%TG4t
zrkUugPLhTQ*ljk=)*tTk(4%`OlT`_k%E(LweEf0+2GS0tY~rm!#K&lKk~;K6I&uOE
zLq-L)GgrZ-Sd-<TySj%9*TZJ|?_{krgRW?x%~=vZzc_yaf6Rwf59ADwtxu2wIJQur
z986Btcn$QCD{*~tYF))lwE<d?!<p;j)kv>;e)55*N!egzQDx(UPH~4142T-+!!xgO
z&Ap9{Q~%7^HfG(d=^gE>Z3=%>P;6W&rP7zpfX3eSjX`>i<UV>x1jgY2lIwV|wJF0^
z@JJpavdX#hwylO?GCn?Y9xs`SYGM!3YmeCNHp4nbcNPWVOz98RuXJlZT72#)Ei-e+
zcJnR6HT02%Dcmm44oO4JB%gp>oNHQ?0=eSj`^FGk`&rcmX{6iuv%Y(aZ)Jzi7F1v9
zvRkzAc?kM-U=)-g@5Y>aDI!jy3lYO0VK%Ck_6}r;ueX#+d~PF@#>_E<Ml)}8E{!xO
z=&iWy@<%M_bVQAv_nBGuYtttBCE(4u_Tub8q*C$+^sCi)#we5dRuseN@-g9RNG<3T
z_xva<XZ{Q9&Yo<tYU(orHFQ1_Jmc7y;X1LELem2k^_`jpLSN-MOMRVW;8mWot*6ID
zv&AMuOiZ0H(YC$jibY~`RgQ9Kz!!hokjT62!x%7rUkf+ma~f_5-;cP&H6Rck)o<4h
z=^OtSb}T{7f!pW@6^+uNse2@4WJ$7cJ=+xERf|?0KmdjHo-|lhH4f`r*h1=_PdYWq
z4(Ab6HpX=d%WT`vb}UV0t2QZ;aeZw5+Fk8DFW@rn_u=qe4)*NRUOJ%?4u9xW{8{Kz
z4L98izj^EXu6$~O>)r1v7<F7%kINHrPqy=$6!i=VVJ5a`QsU_j`+<?C{iImz-Fo59
zaf))J@P%KK!dWCqEz6X~ZIcQWfVoGzk-3ecG}(E!g~7g~c_f5w=7`?xkL;@BvSlm7
zEbZUQM_%qLucaV9yHK`ap*EQjF#`tD&UYQjJ0ZJJVnYT@CQQo9O%H_CfnXpnl;$i6
z9r;IPYbqdlHWR#w^dIIUlthL<&4+=DiUr#H?U??<z_tXnZN5$^S;|4!oy^4MjGc}f
zkb%J~NU(ZD{+5*mCnfJ_Jt|3-+xS-@%XMZ{Hii?xpGhvsaoUo1>XD$4o~oq{O&!p>
z8QE6e5<basB%T&9;Si{A3~tRXpn3P`4SolZtDc&h+V1yKFS9>I2jSd`qFkR9MCdqu
zq<zSeyuTIop1CD8>IXNE+ev?Vg-5I>M3*57&PL}(Jq00dRBxV*Ib3j2YQ7_42t~{G
zG(Mbz@UD}8bD|cr4gciNfpS~@+OI`bI)%4~SZ5!`n`+ne;cPMc$HrE(BvsW&k$z#G
ztRT(Q@Q+7S0qJNjfz1rN^D(|F)^DF49+idmWQja)TsekpXPr?#jXo3F?$-BTG*Rtv
z*oa=5*SdOGTwGdxJ|hwKR`?X>Y~+C@VBt;l`lxV-A~80OHTnY|W!OWLtklusI#PaH
zAMAQ1(mYc}zZO)y|Aur@-wx}*0|lBt%{<Y!efaF@<GJXrQ8Q7#oNpS#xWv1)Jxg(<
z%$z{`=ooHmE{;Uk@R10WB{>{z@^L*wJpt*#84Nh}^Fckmhe#yzRD712yNM-}VZ=*@
zLn`t>!n_)!b0%20phy;f8#sSsqkZA{my#hPbK_*dgAgwow>1m!f}kq6#QC5SPA@yE
z>jN-B)RNW=zrqP|F>#Jd%e+VO-&})6o$&hru>M)tSf~>@9{{<6R)Dw)6L8}PSa)F;
zJi)`kHj~FLE;VT}q<k77MRn=>g8z<0FiL0+5yU*B3<vi@1p@V5JoT{!*$5V33A20i
z3)@FATFYZpILj~ifZWVjpKnBA+hdLG{GXkv_LOSi-U`;{Zrcdaw{uxtMFMUWUkVG?
zzGt~Id3uftTEMZYM>029&#V5t-NX)9$Il&9&_ez`+6tg0>oPis9X9K~P?tXa+#w0n
zxUhIH7A8}7ta&A0ygZH_kS?$53i17JX5%2$P&SinTdGtX29`QmRM%}xe_`-fwd-cb
zSd=l+@Jgp=b=Ukxx6UjT%-al^mmD04hO)P0+rOEY1-1pu9*4i#qpTdv9*DUw7ehhG
zR5>v?+t^{NKC`Bv*DX))K|g9WUNSN#vT#Wa5S-#ArBVU%nqe5vPoY|NI|W>8mBWzj
zp$#rAh+B5Y@LI?Yaa+i&QCd<edcU+om3RIoio~H130PlEa{~OF__cMJk#2Ej5lkq?
zR(FW<s|qQdp9E~MKL^>Owreb;Q!57w`u>xFalj00a8DF^I|f~j@{@1t@kAf5T@7%y
zT38gH-RF9VZPlfe49~~LqRg9Lny$*BWcBorRok59s-f%2v5|7bU~Z5wPF0;%7OCkR
zA!kt?TKkL8u3hV&DIC9v<6$GglvbFhA_t+;oHT|h%`Z{)j;Ni)i-A5U=a9J_gy6h$
zGx|vvO4TFe{vsgtS-n+pDrU|tsbO+%FckiHDYA22V8XS{*KLk@Yn%O=Ig!kc|4f9w
z|0jHJrc6Qg{7dz1Y_rP_v0N$Wq>(WMn?}f-NCXk`X^wgzjMwiw<uBi6q%IWp)_V8K
zUs`0O?vACTk{u?cl37Qkf)P}1U(f%8;7qVd)!A41UsMY*K*|ZGS|2dg4%5<rVtMoe
z({mE|G#f0PhxLTNh`LAEl8+HOU@$t5$P+lRa3+J|WUh%(^01GPaSEj%UO~WC?8qlZ
z8=UV3buLx-&g%=CJbUdrzlu=fZyoVtOoVgZEm*y%O8?N9)30Uh8u#|ht%xQhl5z=c
zDCcFYVrHRf|3y`iTP=RydPVhX1RK~s$J^?Dtzrz!5N=10Pd~pfOd2bo#LBA1f??af
z=B${2#<s#8s*4#?CAISj@Rkp(%uhY2p9>t<<IOko!dZ(-!gYz8;P~22P=UuY$dm(7
zQWbEfQ%=T{f-6Z7!D7b`B~D&WK#$!HSv()fqLr0nrkC@;!0Q{&C1Z&X22~4*Kwe*9
zs{w|V<ru02T$WnkvTS~WFWDUz&>GKR*OH!N1~(!tcB8NyFK7+F<*EUBTm7<67$1-!
zidVSmglM~aw~~Xx;QgsGa4k3>Xzj3k)yXXx{Ni~I;ookh3s)48jS%``(L2A;z;t5K
zvTSyJ!gjyX!m$cpnVM{t)A&e#dNE5x-w8OK>*u@M*wAu0DJ7yieKNwqi7deIUyuum
zt^!G$m9L)_l4(g+bghslFNbm|4a~HJMqAYKiey(*zk2nkIw!WZvp|}A8nE#(T1)2F
z?v`>J;}`j@%sy%URAxp$zwxF@zmyrTNQw;u8hQ%C<J1itHLpyFktDT^AK&ns+^ifq
za(wg{t)$}}8Q+|jw1*ZkRaas#@h$c>S`U%Y6ueEZXXC7tb3{RVwR3udXsNQV335%5
z>5zuy(|PlneaWxw5oI6V;w11Whgm&CCESiP(4A#q(QQ?TY7H9kR!jwgKW5N$5iYV6
z^^MMzdTblvl3M%Ws+?0|;!lDliL&L}bx46Xk66_Yh?lrC`cOJfsxS5P=wtLXW4T!e
z*g(7>+WhvmII&N0<o5`8Cvw{PrfnoYq`D@UmSP-EppB?`7~fKBQKYdYaV5T`UVzb=
zho7>#?CEI?s_>Ux_91t2XQrcW?Q?1WVe9r$HYy;OA3!F|Ri4-Yb5h&fx^W{Y>+7y$
zbt%2LNQyRL_4L&KQJgtIKBT~IYaobggA~0ug-($hjaRiWpwKwEEE}`1qhpldY5_=A
z<`Nb4?P%JQj2y!=mz-wgmP)597@f4)8I2EafZeml<MTOMn68{k_4d_h+<G4aPVsA8
zj6;jhA+$K{{gRqtVV-2YS0xrH=V;WSK9-@zbI9xVNW_FRp>h+Lr4-Uyvgf0ip(I6G
z*~Q098n|=Gl%XzRs~b6CST>$ySko%w-A*>`wbBA44$Qu=ZyE!mkb6o;ngTt>Bn#JG
z5w8V-1n^p2fY0Gkr<2^oYeW3RpB7C7Na|Sy@RnQ(p2DM$T^7ZNjPbejSvsA%^L^xb
zrzN`sSoZB-wI{@}yZ4`UqPVp47(5Bd(uqobew<nxR}7cFT|;ud`uzC)^gHbN47?zI
z>uyo_Ei(Zz0b#`ISkCD%5cxb!77a9TkHuoCTHGr)5htzaefs7(+HtNvEyT1<c+#px
zG@;S-apon;*hGpiK8Vk@n31ZDA__>&fMUB`^L`EcW2Xwdki}=%S;RnOg@8b1Xw2-|
z#z!=`F{lcgwvNxzN<MlpF%R)!b@GH}Jn0%AJ0r~DpN*Ypb$!x<nd=*Da#Vhdt*Y!U
zDFZN1<CewOX%Blk^;MG>gX%DEKgPC|j_yad3d!i6#EjW$<j8-kFedU79MU3expedR
z1Y{IIzDASTIjK7{w?KXaDRl5q2<oY6f3$Sqm?jMH6icNnSRn2VpIzP`+uz?}yB(kh
zlr*v&u<zM=W&ap0#ZKw<Q~A;F<yms$KMXOjB49Qc<f<KC{_5z=a$pwjMZp>Zf5_~K
z#VIt3*AQNJCFn=6(2cYiYyAxu9PEyI8&6?woziHueyqdOwad7dy6wS(VAlrBd!$>{
zQqQ<zKJ%cA`8SGK2<HsFfjyF4)8#wf)NSS7knaf^(P5ND`Ff`m!?ataEBz&)x!@}w
z83Em}=TF*An{KFYYK7SZ=~2*VqR;MSvFKotzQU9U^-lFk_su19H5wFU=2M$kH>&|v
z7pXp(ny;G*TN+tCYA_(HyB;t{><j=i^#WzN<lVT|DuiKS^-P`~k-Dr9$()eib=N%8
zDP^{DN*LJo-fQyRB@-K-`@esn;(O@I8T)ZYiz$ezK6#UMzpLx<_}S2Vz8OUqu>$L>
z-oe|V)2D;;@0ti#96rxAO}J~1&5tr$_w^Mj9|H+{h9$2rd58sf;!(KAQYL3*{ok#X
z#6LecHVLA2M1}b_8E5S}-xo-py$~EXSUH91fqIzDaMkqwBq-IWl=MoGl7N@XGF-)V
z^M)#*`wcT>h>1>tS`bhMwpn>-dV!aKIN@NTCcm!%pdeBJoDfRbKyi_7HUF9r9`ot~
zx&N$8E%>Z}LCvl>4>KWp-^M%?$|M%;Do^X9kd5PU1@A>}%h&j7B0MNI?8GXVnFNRj
zZ*j|4wh?vZbkABWUfMR8pXCZIlSUvv8+=QmLO9v0xS%Al;S$XldYP%yIWX5!kY>aq
zHt6$#fT=;V7qWt^zY`td`QZ9Rzt8iN%}T~9iS=FgrDneOvaj)BNw3dBRqxrSuoV;v
zg>7tDHGpo~yORrfJ0^#7hp_HxJ(#<M>{#R=+jP(@TZ0A5W^(k9X~ffwsP}=@x@udK
z<?9w>m71DbFDBrr@u9D#TxddFAIi4&>E=2^Vu9P~CXFVvB7XIPfUCFRU@H}OvSRj+
z5V{AoC=MsKamrO$5{qPd0dzunJ}*+ubcF?;FRJX)Njhoo^S?>!mIo+IlNr%891UZn
zH}yuLxYdXH^)!l5RtGpH$BKMNv~;ij0fP|UT1wNi8Q$Yh>GeP&42%*}3xE$=Qq6Pu
zhF7qpb&t&Rn$a2l*cF$<``g;tB)awhX06k7VmLmR-tyfx=0y{|nR(bWwGHzkec+ci
zL&Tu>VQXuA_pE6w&#ZjqqCGMn<3o|Svk^~C31mN%q*`^C1|J3LjvlrGzIBv_`cRP5
zLgd#k$aN*tzxH8WlsJt20koTGBpD(hSQ#N5{Vo&0u%#YC8A4vRzs^uv6x`Bh(?Hpp
zwqi_Fki%HG_RO+^94Mj2YaZs#%>7M!ekI1J{3vccl0v+R?WmReC6P>^l!#u51}B=^
zXL6jz5(J-S{ayAT1-?FL_;<5?2a3x0H`a9@387z-KtSHM*CVEu=H(x~c6vNpbvBX1
zrL*Rc9*jwCoqnaO!;hdl5@FwSJI;ruK?nXj2~COKCX11%mNR3CF+0CtN_xdnLE(um
zHC+lU<d5_&imyLdjnH0j_`*~A(@)pd=T^icNolcht|!U?JTA1f8ZRCCT*CDFNRhvh
zUJp_vupVt%xBEKIG(@La5c#j&3|M|InoYb?7@c^>+=I#wr*+hkjg`QVt80F8r*>Z@
z_vxz&-sWx{?X@`b`C{VQbtze(j?!sB24Lc}$O<=9^M&H4`n3%we4xUj#Ag$-OS$^-
zDyN$wT03L>@6xv2V|B_q-#8xpGbr|<2RjkDViYO6v-{og;-OO{fi4I*Sm`R^ath3@
zoieQf82DUy-;+{}<$Pn^5h#g-F&G??<#*4F%@)@8={0<a6Oa&#Bf5A46c+|%*A_kF
zFLnLLcbqURHRa7HAo5^arVB5UZ+1idsj;m-1)R`l$*mE@<ZG2kz=W*e)$U>7%{F$c
z?_L;}#O%*eYkYaFk(UXro;BUYfzrz^)q9`*2CF!kexjVr+D@9Cb*Um{K3g8geYcdA
zy|?K7+x>U!IR>(=sY8u+jklya5SW%)e(We6?3Yf3M!<x8qe`h-6$1}h3oWidHacvZ
zCV;42x&@VHYqxyvTJ0Pe`{74dU-?`kB&o>?7%QTWR?&Mx-4ps&_8?Y8IXNngV<E3W
z+1q){M2W;ISM%hDwD?oe5Sbpa+tF%8Wf8|a1<!=nBL#$z=BLzAm!28UeV!SG`>12l
zs&CjPf_;rBx@+U1bK|LS&2W3k7Moo~0+oiDI?+CK6#YcCTWod?HvHQP*1J9WG}j)c
zhOgY+nf+Z%Yczq7g%|j_+n<eA=uljoKhk~%h@Qgmd42DnmDTgRSy)~<`#$z?8}7DS
zj*we<HW(6RaAtM(^(5J|O)aCdzfN%L#rFi2V&^w@{xH1?f@?Q@3V@I}M(nV3MGd=G
zd$cudM`68=<}ACV$`1mu4(Ytn{sOYPtwK-m(&-P`#XMf&tWu$oNnNqiU436S{heQt
zg*=V|LZ*kY_cUolz{`M86P+?o@(53QIg^}XJk1;JRGWeo!^5qJNB0EB9Ds#4^Ol(<
z`GBn?+NtCXR4971SW*1lvaU!sJbmOTJe^7@lgRI7cp;se)h;Hw(N%PJ`VxLjb+G|M
zNi1dhI}=Gfahn*ce>UleOmkW1k}z5*2vHoo5TW3O(8>@(^Wq91@vQeFId_8--vmL4
z`zgBlD`xJ#{RO{}q#$uLS*8UGolatbvNn{P8b!SQnZJ@TZs^BgXqYQ(1#2bD!#<_W
zbS&H{U9K~@Q2S3HDv>DYP=<y=HLB3XcQ&*+s~A;q`L_*x*2VD3^NX{+<;>6>u{RG-
zL&3x{6XQeVr3@0~y$7laZ<s@S&&G^z5|nZrMPqZcN`!1jTiN%=DRIg`L8{-(_pEWK
zRJik0#q2{}<yaLUwJ_6sH4qm0Fca-V=T5>^wMMKzd67$d$QEfg_)HChYqVx>g-2Dj
z#63v0OrzRShO)p6ss43AbRauGz8kN^4T51U&IIWbTKIQNmD0GW6?8leTMInwFb@3%
zmp{c#{TtOwc%wZwH5PIYq=P6nBrBnmKz6MQ2)!<PNxXze9lz!cY|Mis-P3C7`fvu|
znZO$MgZ&`=t!+R3=0&vb*ByUdn2d9&4Ev!@f#M<)z887EnPDtN_@EjS52h6E%*cd~
zRz3nbJ3M?`Uq)nEC#-~Jc6)Cg*c_mOKBnDDZB&_^*jqV4F=Hy+dYg`;KC1@7GQxJ>
zsFL%6tWGN!@??9Q&WKV<6c1)%#KTg9#y0bx`dzUO0f>Iz7*C1$Y(qGNWGylHUq=x=
zz?2j5{dg2uGUIU`uvJQd^*^U#86_l7uer~pj#`W}e4w(rpRHq8n_R_aI6P3Y)zk_1
zKqAvFrM-2Ten(y(l(j0WG^JZ{&N6`(vRt+b>LQL{p@J}u5S}!BW~MEQ#-RAr{i4+;
zxARj18%}@f0_}LvZJAY}Y@(yN?;7n7N)n?NpuS_~Mkp8qv^Q^<C57AbOLj3k-Uf<e
zxL&eKT&#l*;;l6rQ#F4?RH6on7u;#%N-BL&hA9l|QWM!nZq4U;Y5KgIB-{g<rN_4$
zO`O~&?|_JU|4HQE9`62^|6BO~bl{Km|J{K<@S(N;<%z#vC)NJrkw2DyIRW|q|6Cl)
zzZ`x1zx^`?GZQl#>%Sa~Yf01%BkV`(U&T2m+&)X|h`jTHGzrd|a|nJDiF1xBqGjof
zun@1A;CpqX%Brug{~?*1goq@XZF*95S^s(eF5Ufnb`gcRpuElfynFH_L*DrA?!fLd
z|Ksuonc0^P%&oQF$M~c+zxMKSqVleiM8N}ur-yZ~yY21$fz=1HExKW+i+%VfoUXyE
z+O(34Wm9?oM8~Ga_PhQ)MRQh3yFBhzKEt7TDvZayI=(hu!_;{$ljXgQ`4Juo6GgjG
zV~v?2RK<+3inuuCjQoo#?eaW<N2dhP6pVp4U4}Oe@p62BOHo2W&?Zg8Lwsa`;pptU
z1SmfHXUoaHm$!VQ5|WITW8ZfPt*7ALV1eT5tkbI8hANOjKN71`(raYWSMu%RkP4o^
z$<@g(#RPnp+wop`_#rbQ611Cd^@<@sl{a|5eGn4GYj}Jmwdu3t0dvMKLcW2cQghXK
z(ev`bsE*gOo(9a1XTc*o-q{om;b95)hD16bgN+BjwM_F>O7T;q2ZDBCw{<$)5Mj_B
z=W|<Af>$J(MA>Xi6$5qb4P5f!P!5mon*``5SI`wHCVoM$X>L+&@^NSMylXukO_O!7
zaZBUf{pBez;N8y4zEg~n#UEz~X?@hA_Jq~C8{?&H@OlawomZn<CyN)gpYy`DFO3@4
zutP)T68ZTBM6^*QtPr+n1uJJ!*lx2Cy#x#w=V2)mpkCCHh|yo}eR%z$Rt@)co)%4T
z70H)Zi^n%5{%N(vHxDk_G!2ErD(SFMC`y<%a0;CoBPIU&2wzf4{ZocN-|7~=t%)$Y
zjMJzt;_OnmNrPe*csyVUT~l?K->t<I@}sCK`kLj}<<xH-ryv4TM5QV~fgvL{$V(r$
zCzsY@N-l@O^!>#Lr2KFiMdBnbw~@V7QI)WH1p0Vr)S*3_R!GZSn9HKQ?xAAMie)d`
zGe#dJReQ_*L?itaqfoBaiWPW-?!w{s=1g&6R#I1pMr;ltE?zCPQPxmB1fhN?<1$1}
z8%P0=qcHv2H)(;Y)<#?z3mwT8S`23$ICQv{$nJVOyXdf%CYuLa@3~g!wSZzOnTBYT
zS*nwCA#M|dm4n1yeOtRMa0HP)Cl$o~C5L^)#c!7>Wx3?qH%pnd8Bz<iY048YBPnjS
z6(}y^HHG6s{m2x;-aZZbo#W_<LT~>V+W%1R$}`~*h9IcRo@`-;b9(M+h^1cbJ9X9%
z>*eA2B_Jc<v{*H)fscpE!|F#~$d6i%9CwP=wX1M3O`V0&o`Jm2o$W23Lmmt)*LW}}
zQ4U@kE+JH_58l!+_*37$D8e=MG4w|jBF0<~szz5@SUO)6=tl!akE%MY-56o10I*Oj
zS*Qc|SU4yUzDyjPq!Ub-svu%u;DIP}r`MU9&?er+=ZF-oNw{eST`ocopsF0WIj%4c
zy!wLl+FSP32j+<{@H{k;l|{afTw|By%}WyTeTuU$O~vtI1zVjii<&SPcuO7MhIq8&
zDhz~01b-to<_9svDGd~}-fT=iI<x6*0a7D{P&F_CyM-@Eg-o^^U%t%x0O<=8!wSV_
z_Ic=>1L7e|s-;Xr!GGILH=nsYXxbDXhY0t??33&{aVEb*pAZ+P4EQ(iaJHfHQNBC3
z(g6dycI(2HXTFDhetn-E{bgyZt((J@!`b&LPV8ZUR$goriI}oBGvH3Bm9X8gPvQ9a
zLA>U{K5vGGhIZKan|75qD)}1f@uv&bwPi(Xdvt2uvmF+y0XC$_h6|py)|f609}BH(
zECnlb&BZmVr5X&5`Zhz2^TtBU%;xU~WBZm=Yjj$=5mNg!xMh@We8{pirm)0Cb1Vc9
zXhMC)^WhgI2)t6W@%F9tm1x9Or4^aCkC2Lc<cU?)rSF`U`Y$7kLn~H99Q9VG9_V4;
zP#C(e!FV1TsIv!LF?}DHYzXtJK}z#uNaQ9Yf%UoAf~pB72-hU95Z-)yXCe`69E>Pq
zFUCPJIubmkED`uMlU>r(WPM3qY+WT0HN+rFg6x4Wq)3wNK+#LzON17<xp#z`K#YJG
z<ljQ8n(T+j`>KQh?J|;6>LBO64+Yl_OgLQ(MXZ?ItBE8z)gE<h_GB^>V^NdqB98E$
zX$EHWWug%&hGM#`OHzq0Z2}Wh4r*(B2d=<Rz#LKuZ1GrW^!(=KBst|Cbq%)Unya3`
zz9r=vod<MM6b&}k7}`NxONns0P~*2%*|>EPTm;=;k;GNy!H6uQ()L=tauOArNE8)A
ze$ar<dWW^RTD3Q6RGehU<ERS+PGi;y7FI0^t8&5n8BTKFgfiQ&Uu`sI8j+?3U6fiB
zke>P0gu7O-M>h2JG>WwVSm<$vcKl_6t>n_0rTO&s(a*jejQ6m5A^YW5K!iXZ$v0Zu
zbZ{_=o)+j5Tsrgs;2l}0OQfs%OqC@Ff<-Dipi<x2nOr;AI^t_K_W+zcaQ#}+^uPNA
z`o<#&n?**crOY<;Xa!hqEcG)5*;w}ws4yjyX*cOd3}E)0GX`sg?aA(yzU-Z7E`3{j
zOTJA|^41Kwou)_+n%5MWI@Dn>G`kTk$Rw#c%c7`=x{n^D)WE;J$=E-<_oxB=Hj4Xp
zFNyoM3W(geY=+!O$ZU=ZV>r=xP<3}!^s!c7Ly$1}1wFAzBvOKCKC=S@b3b%<l8MRp
zXiM;12MEA(1%c-}>|>}U@a*d04)dlaHeoWrS)hd2{d=iuQY&civjJ+MR_s*~-^%%n
z+~B;Hp|e5x(7oag*CJ}#`Xhlmk^}}uPS*^wSrz~C*`qAKEXIq~r^j>dl2@tjjYD!W
zF{Uayxp7u<3FNN~<0uAld!!C6h6NN;nnQ~9jVYS=Q<BM*GY9L2orE3DvZaj{xNew-
zO~D5sVlm|?q!WrnO<15Y+N3&7CuT5c@j#ND@6Ke0`LsHR<-Df1@&qC<dpk_UnST{l
zGJa^8S_f|Zu-MvlQgS;1YxRvT)<=G`^#T*K^`V61O_x+~>lqfteMlL#ohtyB#K%VE
zj2T7m;S%)l<UXu#y`w#iJ#q&ub~r<u{xZ?lKQWR6W5hZR#wZSrhQuJ(yhjeEC?n|B
z6vIn9c?;U^7#D68<B`Z^Pt1`l_NCN12gT$I;WhY0s91pdUf&^>r7dKcONhemH4_i_
z_l7UzMvosY-suV;U|q2@jj9<f26r>p(BKnJgks85NGBZwO<2Uy2qLxWlkzc-WZu#(
zEQV@?8D>v+hMMWvP~ipEkccxgX)7awi6Sy<IxzbSQ2}m!jmX-yMSMHKWD$76{`@*?
z1tvOcLkSw-34@zhu`sTu^iEm#L4UFDjEn2zWxw33UW+^%VYx%OG}#&!3Kkv90`AXv
z7(2ET@QETi1N1ssvpJUJht}$nv=aC;3H*#vjBeEu^h>fNsxXNhq%6w2vC^FiA{-Q9
z{30Z<g2|Z2YM=0{qr76z8gxivm&h=h_?zr#)`EzaZB|XgH^@X{yJ{ScO{97_I7rZ_
zljLIPmK*y_;Yl#7d<Sw%3*eWMc;Pj|DA6M@OEkD6#k>-nGheDQoh&<?NBiRDM}UY$
zKO;e_+Q>884ETv0eWLW{rcgYoZ#wnZ>{RUE>`bJ0`+CFyZozzhOt&#@`WaJEn$X2Z
zv3Gk?L^gD!D5jK>@+RwgBvCWTI$?Q^BIHwS6r;;zC=AYD6h+EmV<jcIQy(yn3#va7
z@56Kr44fZmhiFriDrO7<HpZJpsIPC6n+m=}hX{vW=?%}muxodmbVey_LF_aK$m}#0
zzqvaOrL2SGxVt7WJ1JqVQBga*U-Y7!zMmrGA(k-Bo06d*SCyISGi?lro(vfB$x|hf
zGr69hUb4_TQW*=fMWLXTEss6^T7(5@f#e^mp2RWw0Z#izpM)tnbgXntUJ96Ch5geg
z7#Q<uI=;LV|87mIMep^cpI1wmj20zs@2d>FF`()<QX(_-&=|Zba=KO7N*<;ohLHmc
z_oWOEMA~PQ%-Ux_Sq;Z#c@0Nik^=yum%Je>nU&yYgc)z`@&tWuNBle5_wz_S{N(XO
zdE(g8(Gc1SsDQ5%8<pnab8T(7tALA}te&7k%^ScMbxw5}m0r;^f~MEik&7YPrTm!H
zc&d9$NEAm{X0?IZ+`54oB=Ig3NBS(Z0q#8|n^?*0pZiLfSJLp4ubg=X)az8OuQlc*
z&enO~%-pDkT2Y95Jzqhlez|F%DeW0|s9!th1Koc)ceuLZhJ`?SI}whT$MG%hU5Ctp
zoH{{|N<R8Q);=V4Hf#U+ZW)=lhgigB9or1Xpx>9unf_jsDT@duDQW*o`4k$}_4l*$
zhcDl$!KNzb0D|*{0_C$<v3z?}B!byfp<b(qnXd>}ym|`8Q<RAQ;@|_wSbp~o^Ch)>
zJoQ<#qVTUr9Nxp0iV+E^-&62@jBv9@dZi+GN8#;FbF)u$f5z)QN&&ZUJW9*pT2Iyj
za`}i2_sI%hI?j3_8*d|-1se8+IGT*SmCaU>2;I<7JWdlfoNJ0>ePz-hcW~NQhgqzL
zoI|2J#I)>f({%lww~Rk-oB}4fh-0@4>mS8%N^qLORpHSQL$#|7P><x0psIW_g(!9i
zbsg-GnQHRJ#)*_s8~JT`5IVk<^>$8+1s2~3=S8&lTFQ{bUepYBbH}Nn@Z^yR*Cb(e
zIlksqB@I0U1jh_W_RlP(T8X88kD}T$6?>0kryErGCHRiL;XzxWI{u^VHVOGo#Wd8?
zL=^Qhzb;zf&0OeeTJ`j9{T>qd)*!tai~n$5W~mI^M(5te1ZvUnj=(ey@Z8j~z22l)
zG)y9Q>DB00rltUw1hB4Z?`{6jOs66O{}s3<s;~mwJ2Vcj4uwbaQk_Y4$DN#T3xaZF
zG~e;vv*6cEUEc657Ogy&wOwUBslyh=t~c|ne33p^M{zc5f1QZ@iU~Ln%AexPp`l_<
zbBbW3emRcWg1~#Z4d>k-gLwogTeVmXTO0aJe(jeculzNKjHHi3KA!BXc{#bH5ShcM
zHx!Tp_1fTWR1FT>w+JqqIvNXpcZ3&?qm#H|eID*SGasED@g0`1%u7-!%Obhp)erE#
zavu<0RyLX_@a~&r9xG+EaObs!tZsL$W(jyX%Y1mK$Z6Ymk^V4!<bP-OvkvZsZK_t-
zN^F%<ttt0;vo)u1M7N6Bl4>*yQSK_T+i?B1n?`e6W%qNGq6(v0KJynIJ=Mv>)N)^a
zNRF@*L}2~U(&oTPTt{kQRwTN}csY8^w%VEz=`LrSqL^{D;n>!&n3>;aNW(s%Ef;(@
zRqm)!du7R0Y-w<pIp&@bpgv_j@BUt+6d0V3NrdfeUc^HtvMC~_DuXg#$l5P+Xe%i0
z(bKhgeW<OTm|eQJYF=H$?>SK-m!E6%DF~$1NaQp)=u4FX_2xQfR4o`?m?hg{aQss`
z&joU}{HbJ#Crfs7eRLM~cn--svls8g<IuZ<RTi+_xPtO<f=N(}B0Ul)z8_bzwR4;A
zjoVG4f^S=S%q`vLs%skb!7aV=k_@Rbt~wRDaD#`FjT2v~|EOnToH#VkuXrj2CiWU$
zR<a*4qqIZuQvz@7HG_7F2*0uAx%>6UcSiBBQ-Yca8e~@+PBRal0g=E+(sv1u9E40*
zZh|OumfLg!S*)E1^1^WACvwoZ%wff*u2kU_5%0I*wBO59Es*k%)|;cmV^t4vAjXeN
zCo+cE*Ga1aSs#v_C_a4g8`+gb6;lOthb<(-3mc<TZYIk6ATGN6p@=pGiRd7i_(CSc
zcwYdyFIp~}`gPZd0JLy^F|_YoG;;yJzPPQNRnt1>juZQx4Z{O}Q?}-glQ@b;6MDTB
zxUn{+<i43XSDyqhoX8340gJb~plkHdf$Rqn$Ce-L#R%bNWz9<Rr5!PwUcbM5@g=y5
zNF@$-#919S`>J#N-J?TkA7#duH&gEXg$C6X-oCG2-NF}77g=E%E98Yto$42DQ?j&@
zm+D=IUg<I_d&<;fKDtIBs~+EM+qo3KfVB{6C_G#DVN(qi@~=O@_qgcmir(43aAJS;
zwD5S&`&LEjv@(E2?D&<!iSWwy&6+bv9+fKho86^XdjLd@lILBwFj=OaNy~KD{)xlY
zB8BPwqun0B>*@*yf_tI-nbWh7^B6|#IiA!9p&@Q@gtxGwJ@I}gGb-S4t8S5B2QF#$
z`;>M;Pv!@M6<}dlR4?<of!WIs;j4a9+%9u=7lsE=g&BlT?un;j(Bn)$a^d!@P<#7s
zmsiorU~Lmy(2@{A=$WjP2x)VzmBE#w-7g8#=F>;-6X}W|zLVq*k4WywY3MxMY{7$~
z{r1++X`ZJx7^`l}7@ksugVwuMD(gvorUp|YH3dzx%wp!VS5D913u-9{5*1^;4b9fP
z8%3~0+S2b5iMzdTDQXM59srTsJ8Hz)k$UZ)&rLC4<%3M=7-=+VJ}#WrmBo}lR<xoz
ze{-}!eUl=;Azp8tBb}-o>~2vr6NWlMu_;=2;wPON9}cNt45ijNLR6>GU-*G0d_K#M
zXzeBSzCME&LRIJa?I~r4@#@;dKKEMf)7B@5uL-#VOP_Lgf(lp!dyw)&y$!N-RQzR&
zKDVcHv*P85l*O@2!J1||G6;`@7#Q*GHhl((kKaTAqp+EbqIie|bFSXJRTY9;!2QJW
zX|n1I+8f=J55}sttxMlol=rjJ?DgzIwMyIB2JXUV>MnA1Tb%Q09$7kNws5R?ORPEk
z+zL*eH=*FdSz?<Qg&Ph>ycFi~@$Jf}J;-D4zh6q@KKQRe&STACYK50A84d-!8sM=Q
z_}21aPKdCu-Ecp`EhC`A;iYUM%9QF8!or)*lqTRq!{tua{p<F<W6GpO`lQa>k=py@
zbaicJ&Rg7t&pwB83oXZ9m?K+`?UN5*kC2x<WKI^lMxaoUZ!>-@gzxzsdKI7YO}Doz
zI10Gbx!y*80NASikgTRyA~a)Ce>zHtFWV#@NwLQndAl;;jj{B){;M|zQ1OZE7?OT_
z;bAdFQ2ks`;S2NyaTF}X<<xl$XaPb=Zh*^WbaV=$0h1k~H!hrX_5C(Kgp<9UCQfF^
zdOe6i2)jG$#oLSvK2p@ltq7fK=bL)?;jxLVC-0i*YbNhT{+b$2ZOvBto7jp>p!+m+
z)#|Ch6avPk@+9;NUK<9-Ha-)kg|1FLe8iJ$R5`;Rcyc&43~|y-OTJGs^hoX|!&=g(
zb(Ax&f)q|0MlYjJ?W^SUi*>h~r##+Z{hv<G1RBcs?c)@t#u74Q84bqRnT;9CBw;X?
z8cW$)n6YNx8d53=lYJ>eRI<&a1zAc-)<kwmKawRP*^3n3hu;7D|M%<vp8t8@=Q-Dz
zdG5Kc=f0osbKUp3&z$RgN(XFhcJU}%v?R2TKg&I&5gw=506%X}HF8@#5xmJKkF7G)
zRZk`h2Xxo?Rxn|OyV>{DD^Z<>eYLqS>N?`8Qrc%-r8wRv;+m>j4+p2u4!B}%&Slqp
zRbE++UV9qb*rDsD%Ht4Jyn5zkpP9|B+{WU4*Gi|%cohV6DE4i1=VXCwO?HS@%9BwE
zUYn>LHr`fbIt$NkT^)@kdssv6emOR$FT*wO5EpaNlk{$;YeH{%Rrf>n=49j(zt%t_
zLQ!|EO(AewYyJuGVTKqvg(uD(1-WdO5i~&nwi-oNt}z;9x`pP>E}1kZJsDO^$4X3h
zB{DZ-pPo<;BF0j(T@M?T_57+lomUT=1*z*U)-KZ%QjdXUz6LvywX#D+$WV!>4k0o$
zf7i{u{6iNF%NF}%GSzc`s$7<rZOTA+e{)~*1LvM)d$PyWAh|mBDI4u@+Wjhs=Ihd<
z?zF=vRL-Uyg*8DXaD<v=8~?#?C(a*hRq~Wug_&9R&lfrEhVc4)Kap4hEu(ZwY7yU;
zorbFGavks6*!QG-igJtZb~gv&CRG1)dZ}9yb?;BMqgA3ghN*9!rUp+OJ^W6INl9!C
zZ#}D~29K)9gWH+e7&X4gd#2pd#=c%iDy{djPx%UL{77i9VM^P5xM--MNl2ZsK}y^B
zO>zn|d0F=uH=#i*@H-yjHq2VhR79(HD}vznPkmmpE@4*6ALWVm+9hR%wTlumXBYTf
zfPoaqCvsS$MTx!A&opnn^FY(DWVWfQi#}G#oZ+yxOZBi#N0edAxrR%X%$pFC9_i76
zSUbWevs4>{u44XcO2Z5=InC&jJY!MT@apn}SQi5CSt^=qo|fCvelQKoAodRFrPV|U
zsKhd3av#5}*Ua>am!F0KJINhVA)niOV}wJk1q@RY6YTSFb1+uq9YmHi>yD6l$d26N
z7HlplwUL3i8{_QEK}L&&;*C;O_*KTuHQSG?+L$-hLM*whOc1^nvI7miJ)?mRyn%*I
z4?GPK-B<T>`Tw=d2(L7%tTG&YLME9HPCIvSYWO=;bY|sqoo&Rn`dDb0UO9n^|IEAe
zmF{8dGy9<^!x>FNMP)oPm^OQ-L|16iS3vM{*-HllyG=y|_^UB0xxWn36Je*8Dr;&f
zL*F2&4LeZfxh}yfRHnF>IqmfCw)WZ#s56+GCpc!SPBwL3GPggmLt_4OZRpahgQ>IS
zEq2)2@x-rg9mM9*!3EmKrm<pF9GsDtmwuxSPG$HV>Nc|!H1$1$Xw`9(i*>7}?Bmmp
zbBgQd+q;hc`0l&n>EUEMTT-Uj56ODvhY!WdVj|&vrGB5#yZHnU0N;b<M((v!n_o~D
zwOs{3&1i1P^mcBM6+vizL(HAD3Zi5a()2I##AU;4R}#9<F-(H6A0oBH@|3gRPn&&{
zXl$9wh^kMZ2+t8Si=gdP#~%rC(tH8iy~*=}rXJ_rn24(*e%&XVP>dmo;vUzXjjPlD
z99OqLkeK|?8!&aELcO#9%DyP0H=_9|LrPO`UMEXSph*Mm$27_vybA(v;sQ|+at%=f
zSu0;{^AHbiITuAPjt>uH60WJ~nIInfrjltaZQ@8#q-bN{WKh#h;fRQ}bgz(sWMU2B
z<b;RjptGd!yEVhj_2r-*r!P-*-*dnHnR{v}YvTti^1RM<7xWK*-Uw8WkDJ^6%{Ozp
zHzyxyyY)94d5;&hd(|D8Tw84&ODP<N^e?mbKlkc!wuo-s4Ch@5Tr)g3gT5xT+eCqz
z)nIlg9XV?&^~iLVF8RaqWvNAJ)&<~QDD!D&l-xQZS#e6anwxH$o>I_M6O9yBEpD<M
zg_)EqJBl$lK%!@g`QOO~%Ux7K5BMV)KNCtCUg*VreBhm`<=&}hUyV18<p(L4$DiBd
z#7c;4LlLiC;p<+{F$qeVCra=HfO_A82Lk!!o>LTo-k3<T+Y9San4GlMOApVPv%9Ry
zCGsY-12QoX@jeO*U)pZ%GC2Nf76sXJ4+Dv4W02}90DF_c;<?&5L{XHqb7PT09^@Gn
z&G!aMTcv+#F?B5$ePHBm(Jo=&RIvE`%>`y0Y8RO?UQ=gXJ#c}kBMvigN%^6{pcg)&
zC?;rSGWqtv7n)~uFEiPw8^xoLpjF9?iFx?f;~C(CQ|6yOnO;B9z?b687Mf!+AE_rT
zcF0os)-j#be3=2p*ud<ksCvFT*I!$dnW)%dJ0^SP#JYu7&@!(drae+$L|$<Xx^0sw
zU}VCI8mV#>lyG?%laSJzefbz66>5~)GUrZ|fEr-hZ$`Iu*+A7F-+6ldle{cZB7Zy9
z=UsvzIp&TYJu0ZjRS+uM$!`>ymfxdvvnA&a{yTKY?`>Dm&e(U{PXs`k0$q9*R+M4N
zr-Bg};Za)84WG9~l0yy2!A}&%5XZt2eQ564KC2W9oM44HU__jYt@5no(ELlSA?wn!
zvO^h!#c2H}3V)56R$`j)d0DxdIgfR~J@Eq;x3au#;F?=m?9(RJ^2yRc`D7i#EMOQh
zG;e(-sGe-p6YuuCUN~rH&?2jHL3>@~(?s)<3*!c%|7xgoi$UjrSv(c~6)rn4?u(FG
z;ep)s>y*Wv>s-lCa`{%a)L1r@%o7bIqMJ@fPeru(nKqTT?)0_Up8xu)!2EywYyJyi
zcJrYPit7m10rf<*Q=uS0y_bd(5(cW1Xh!b~PUv`fYviopcHSjQrB_56fJRRxIg1Wu
zG7Lbw#Ts6~aJ1UWL*FDCTIP&_B><7$BpP>mILW%<mvF}UfN+_BaMpluOh7oxE#X2E
ztpVYz0pSz@;Q%8lZVSf*gkx?AM>x=zBWnRqFC~Pw6l;uqEqdL;h?GAmBc*&$@pHIz
zCN<>;nCVrv)6%XV(gjZ)tTa*7>4P%;db{$R2dQI+8zKmkEn*S-MBvGr2l_+p*L&7h
znenx15%PVt&m#!ydoC?yh(x@+Ol9-@$Krr|BeISwZC_lS(T83QG~y^~l-$RnllEf;
zmD%id3E9s<ArxvsVAR5ckEE2j;rfl45l=WG-_VjCJB>>{;=p5AQe{li6iB9)7T=%Q
z_%JYQ90%xuQhCs9pY&E^&e&NQ_;2Q1q7=&3Hol=jFU8ZY$`e?A(L#nGlWB_`K-}0V
z^mk}%Y$U~mN6-Z<Xa!Ob7=`6COXg7UHz7$=Zprz#BbODaf>5};APC6Wy+F()%;LO}
zvqT6sRxkJ3CE&gm20=+Zy>D0c37*CqA33P`+9WQ1I@wmjPOb#)6X3F992fn@Bu;k%
zj&S-5u+#9PR~koWllLVSr`pO^AM5USNhlsqYIqe=lgk|P#AN??%DBpmSyUHHVi#PR
zQ_ekxc>EygZ2*zZt$0oC_A%8CS?xlPk3iDGo5)6~Z-qMxV5kfC&!}tdSPO+{u_uJ7
z!M>Hy4Ib>%P1p?8*F|m|{_@J~jMv?BPy6aNZvQMOIdF0>&DF78jAY`Sl;(MBM;lxS
zM2@!xnaakUQ*a?m4sh0%4c!)shQ?dk?}wx<(&FSB(G&UQb0~RE?z^|s@Wz%Z+-D3C
zFZ6Q7{FCwpn@ZA3zicT<0+b|!1wVq*EJ6Cxy?QBt`g+WY$T+p_rL!DZI*~`>wTuOK
zQIuSo^=|y+%g4{Sr(H65%?X62?eb4@0jB;D*2pPZpJt&Zsf0{Oqsx4jw`nrJKO;$6
z=+q)DG)v^ey~F|I&42aKc94)ZnjD<QqOOp_sJr)Q%jH@R<UFMw%~}ZSofvP^6CyGP
z><pPp$O{%sI)O89f?}1VHN^fQjrF!HimcPYYv|wB#b4f@$`H*xZxa({C`lh*-v52>
z`sAqZr*(X?>#4TF!Ysbi{l{yki|Xi9U1JlPAKoV8d@ff@L{iG)ymKMT`C!;n8cW<_
z<W@b>rL4!x5>#B!Nmv;=R5xnj+8}%lMfoZbcTxDbE5yE`1=d&n`A7jc8y?0l7ukE<
zQSA&X%wn_w_f*<~uMRS~N8fWim)O2G$2j}yEIr3Etf42VI!vSKl-XZahd>L<DWlF+
zWUF+V80`?@SzfXB(~r#QF!0`CejX4Mgj{;`q_@{5dk`ZxX5q>q=AVK-+VNuF4G+AD
zn$kyHvuH(eG{&C_b$eCSlK;M5RMNg#bR%Od?y@&v_eRV_g|9x1#^{tLVA5yS@@_Uu
zhSsycPJ8{c_Y02-pKXEr$H?o^uoTTNOxRcmXOfK7AS$5ku@T#1T_c_MLyF?;+uVIQ
z<5!&V<L-3EdbgJeYB)!2>5+sFDiKGhrla<kFSIV*2$`Ij?&xSmYo5J7v0(B1dEb+|
z)#p=1!^<aaYwyO<4+h^)-2d)tVbj_-#|jTrVd`$yGCTn!i-@L^Ahs6pGVYMjk3!Pl
zWUcb2rc5S6eO|^=_+;e9%Juu#&lT&chK|$;9kn*II9E@>?-sThfiEb_2Ty6uF?V#t
z*oCkwKM3L$5zb?ciMEH;8;=gah>OqH%%&NJ9quD_JbVQ17N#$a2UJer{wbAnoa6|u
z^k;RJ)xt*y@+CghUSsCCAwTo(^l$U$8NZo{C2-T4xQE$78!)7;4r2;O>}cT%4AJ?A
zn$Y*LW2`DGu13?Uo!UANUupeR(TBzkz@f2r?Ad69kUuDp=9nI!DEc)t;c$&n@?Kb>
zSCd?er;=mXJ9;ztP`JxWTcLo2FC4`tkTY>fV;Y4?fip^{%vn_w?f_bf_{))`NU2H3
z!r*Tm?>9l3Czpp;>a?G8M}~*hWO!6co=?_0Ko|<Lt)5MsLvz(~`AwGRK{(`2ymZP|
z?hwhED_K2uY6ZJ=Tr}o->D!$m>sHsm$0J&<KM{|NJYQe_&7a%#T<ZOkVO6r_B57$3
zMPID-76djLrnyOA)lMVUt3}f}!JJ91O8f+J@ZAhH>(PdW`IED=)lt+1Vo0spQIy?R
z4xSfkwp8Bd4fVHr%ReJX5SlSwh`>Xt^y@NaX-SS2<5p!Q`Rdd*mHMfYv(qCt&Kiry
zN?y4f6D_qJT#^ud`OsBmZXKREBCE6hg3;(mKDFzjg=OCozw5IXs02;E<_V8rX7trC
zcg&tp8SM`YnsEzD?$oZFavh$x2U}jx$Gx8ZU?*{`u?#JL;vH0H?4pg%n6GG#NgDz%
za85evc9Ax%X^cfX+EUc9<TSC1%r{@`Rp7wLyjO80FsIV;qmWb$T2izTQ>|zVWsD{W
zbR?)dXNzbEd$5&S`!@^cEWmNJCMnR^z{t;Gn(`)-#zkAy+vK$T@$*qn3H}W1Bs-IB
zn7#ZNB>a)}yf+4tByjzbAmtDw59}rV(3bP!)6zB8oM{2+PPbL_(%=Q2W(lsX4TJ^Z
z=qkaK`{a0bWv+9;w7BFBpt=%V72~GIH0>8PhtP<y67V7|-=XUL7wcf1dOP1*LmhDr
z)xyojq_B$HZcZbkcE%TI!YNk6^ZZAqXvCybRJ#v$ReDxYIh=m{9jY!PeecnIOFXX6
z*dc(B*5Or~B`3a+1R{?tbAQ`kVdl!S^Kxrc-K&yE^Wt7A#XryQxp)<xR2B7_Poj=}
zc4_9lPQij*P1UNh_`&dN@tE`T&v&I_ZhG@##Ft=Z^gz|iu`}Y})SO2ubs}|nUJ~Hc
z(hz<``jT~qb^Ar+lx7yJh9BWFd?bTM8LVxZbtT-LER%a^$5#&X_?lZ;jovaoVbeTk
zlpk}uyj7?D#d%J)#og%ArOKm%95#(vrGrUc?uSb~Qh4@WzWl*E+x>m&NWw>s4Q+>2
z3lr?>aNKTL%F|;9*5`}t!d9=0+K;n&qzt&_Jht74&ENBRyh~`}taUQ8WAs8V_e1dX
zRrh<4H3i}oMEBAmlEYygW@rgLE?zj_=nVx*&^saZP}5fEA}6_lF8%)cn-WJ*^PIa)
zO^*JHFCEOH<aHm!y}KJ>5qY$(fu8s)qf0+3BgSa^lW#k%rQE5#2<xWb_}FkMJU9n-
z`(WffC5Ias$Vg$XFR!%Qr(`rk$MBCq4@?Zc++W}s5#zb7Sa93WQ=u-#u}x%DDDlwc
zG?hJ<Fe`4AoZr8#eGB*@aEcAIv*qT$D|<x$#<cx^l|5qrZ)K0$<%&Qt<9`MnZWki{
zuVs(F4cyd&3h=nM3KuP500407WBbW00ZJo4!UiCXKyl_Ttl$<gF>tGB@gHPvfZh8q
zfbZ>}|ABP;6`}7001thCqj{r$V-e~DFzO%x>ngvo$>zsKWpiZ<Vmr+SV?(j2vSEP}
z#-;+;ne9{cUp!RVC~UrL-U{1dP=hG|&sW|f2p~SH_&Ei8`KqAQ)nSgmTKuT4s)4Sm
zJ}yBjUcP6X+&o-VDZbv03P7y6FVz45Wy9nRw9rTt28l(gqp(Ok2CIZb%OR0+fXns(
z0q*aA@cXAIv;Y@ZFcOB=03-kBfN7|!W7J`;uwQLx3|0fEJl#5AKL6eJ>uSqS<DYG4
zbqzqRzxiRd7>$2xL*oDRLvB^c{>=}C1K!x*+R)fP+b}pFM}GH1V{m`m4~4}3F%~oy
z2k<0+kKMld{n=1x93G%Z{_cm?)c7M7jr%u!;Q!PBjo19+Ie<6%$Nm1zSkM?W4uF6D
zHWn0G^N;5RG6YDg-~G^-tvCBe8~$JV1z61<UI0&i8(3=M<LV3Bo&&)2wDbjV$lH?$
zxUljFbJ<E8H4_7vgAUHgg+isMBeBkS3Razh#X4&su_%ly&P4-<$2p@8=r}n$yWpu#
yPMT<}6OMv+#X3`PNN05l66=I^qBx-rY{O3jg8-`Wc21%(coYgOD{FX|2>vf*AO)QO

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-reg.xml
new file mode 100644
index 00000000..a1ee61c9
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-reg.xml
@@ -0,0 +1,125 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-026-reg.xml'>
+   <table id='1'>
+      <region id='1' page='4'>
+         <instruction instr-id='505'/>
+         <instruction instr-id='511'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='523'/>
+         <instruction instr-id='529'/>
+         <instruction instr-id='535'/>
+         <instruction instr-id='541'/>
+         <instruction instr-id='547'/>
+         <instruction instr-id='553'/>
+         <instruction instr-id='559'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='571'/>
+         <instruction instr-id='577'/>
+         <instruction instr-id='594'/>
+         <instruction instr-id='600'/>
+         <instruction instr-id='606'/>
+         <instruction instr-id='612'/>
+         <instruction instr-id='618'/>
+         <instruction instr-id='624'/>
+         <instruction instr-id='630'/>
+         <instruction instr-id='642'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='654'/>
+         <instruction instr-id='660'/>
+         <instruction instr-id='666'/>
+         <instruction instr-id='672'/>
+         <instruction instr-id='678'/>
+         <instruction instr-id='684'/>
+         <instruction instr-id='690'/>
+         <instruction instr-id='696'/>
+         <instruction instr-id='702'/>
+         <instruction instr-id='714'/>
+         <instruction instr-id='720'/>
+         <instruction instr-id='726'/>
+         <instruction instr-id='732'/>
+         <instruction instr-id='738'/>
+         <instruction instr-id='744'/>
+         <instruction instr-id='750'/>
+         <instruction instr-id='756'/>
+         <instruction instr-id='762'/>
+         <instruction instr-id='768'/>
+         <instruction instr-id='774'/>
+         <instruction instr-id='780'/>
+         <instruction instr-id='792'/>
+         <instruction instr-id='798'/>
+         <instruction instr-id='804'/>
+         <instruction instr-id='810'/>
+         <instruction instr-id='827'/>
+         <instruction instr-id='833'/>
+         <instruction instr-id='845'/>
+         <instruction instr-id='851'/>
+         <instruction instr-id='857'/>
+         <instruction instr-id='863'/>
+         <bounding-box x1='80' y1='643' x2='503' y2='718'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='5'>
+         <instruction instr-id='712'/>
+         <instruction instr-id='718'/>
+         <instruction instr-id='724'/>
+         <instruction instr-id='730'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='748'/>
+         <instruction instr-id='754'/>
+         <instruction instr-id='760'/>
+         <instruction instr-id='766'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='778'/>
+         <instruction instr-id='795'/>
+         <instruction instr-id='807'/>
+         <instruction instr-id='813'/>
+         <instruction instr-id='819'/>
+         <instruction instr-id='825'/>
+         <instruction instr-id='837'/>
+         <instruction instr-id='843'/>
+         <instruction instr-id='849'/>
+         <instruction instr-id='855'/>
+         <instruction instr-id='867'/>
+         <instruction instr-id='873'/>
+         <instruction instr-id='879'/>
+         <instruction instr-id='885'/>
+         <instruction instr-id='897'/>
+         <instruction instr-id='903'/>
+         <instruction instr-id='909'/>
+         <bounding-box x1='82' y1='575' x2='430' y2='635'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='6'>
+         <instruction instr-id='1070'/>
+         <instruction instr-id='1076'/>
+         <instruction instr-id='1082'/>
+         <instruction instr-id='1088'/>
+         <instruction instr-id='1094'/>
+         <instruction instr-id='1106'/>
+         <instruction instr-id='1112'/>
+         <instruction instr-id='1118'/>
+         <instruction instr-id='1124'/>
+         <instruction instr-id='1130'/>
+         <instruction instr-id='1136'/>
+         <instruction instr-id='1153'/>
+         <instruction instr-id='1165'/>
+         <instruction instr-id='1171'/>
+         <instruction instr-id='1177'/>
+         <instruction instr-id='1183'/>
+         <instruction instr-id='1195'/>
+         <instruction instr-id='1201'/>
+         <instruction instr-id='1207'/>
+         <instruction instr-id='1213'/>
+         <instruction instr-id='1225'/>
+         <instruction instr-id='1231'/>
+         <instruction instr-id='1237'/>
+         <instruction instr-id='1243'/>
+         <instruction instr-id='1255'/>
+         <instruction instr-id='1261'/>
+         <instruction instr-id='1267'/>
+         <bounding-box x1='80' y1='519' x2='428' y2='580'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-str.xml
new file mode 100644
index 00000000..0673aae2
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026-str.xml
@@ -0,0 +1,379 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-026-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='4'>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="236" x2="258" y1="708" y2="718"/>
+                <content>Freq.</content>
+                <instruction instr-id="505" subinstr-id="-1"/>
+                <instruction instr-id="511" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="306" x2="339" y1="708" y2="718"/>
+                <content>Percent</content>
+                <instruction instr-id="517" subinstr-id="-1"/>
+                <instruction instr-id="523" subinstr-id="-1"/>
+                <instruction instr-id="529" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="375" x2="422" y1="708" y2="718"/>
+                <content>Mean Loss</content>
+                <instruction instr-id="535" subinstr-id="-1"/>
+                <instruction instr-id="541" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="445" x2="503" y1="696" y2="718"/>
+                <content>Fraction of
+Wealth Lost</content>
+                <instruction instr-id="547" subinstr-id="-1"/>
+                <instruction instr-id="553" subinstr-id="-1"/>
+                <instruction instr-id="559" subinstr-id="-1"/>
+                <instruction instr-id="565" subinstr-id="-1"/>
+                <instruction instr-id="571" subinstr-id="-1"/>
+                <instruction instr-id="577" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="80" x2="167" y1="681" y2="691"/>
+                <content>I/we kept the assets</content>
+                <instruction instr-id="594" subinstr-id="-1"/>
+                <instruction instr-id="600" subinstr-id="-1"/>
+                <instruction instr-id="606" subinstr-id="-1"/>
+                <instruction instr-id="612" subinstr-id="-1"/>
+                <instruction instr-id="618" subinstr-id="-1"/>
+                <instruction instr-id="624" subinstr-id="-1"/>
+                <instruction instr-id="630" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="236" x2="251" y1="681" y2="691"/>
+                <content>344</content>
+                <instruction instr-id="642" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="306" x2="324" y1="681" y2="691"/>
+                <content>75.2</content>
+                <instruction instr-id="648" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="375" x2="400" y1="681" y2="691"/>
+                <content>12196</content>
+                <instruction instr-id="654" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="445" x2="471" y1="681" y2="691"/>
+                <content>17.4%</content>
+                <instruction instr-id="660" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="80" x2="202" y1="670" y2="679"/>
+                <content>I/we sold some of the assets</content>
+                <instruction instr-id="666" subinstr-id="-1"/>
+                <instruction instr-id="672" subinstr-id="-1"/>
+                <instruction instr-id="678" subinstr-id="-1"/>
+                <instruction instr-id="684" subinstr-id="-1"/>
+                <instruction instr-id="690" subinstr-id="-1"/>
+                <instruction instr-id="696" subinstr-id="-1"/>
+                <instruction instr-id="702" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="236" x2="246" y1="670" y2="679"/>
+                <content>53</content>
+                <instruction instr-id="714" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="306" x2="324" y1="670" y2="679"/>
+                <content>11.6</content>
+                <instruction instr-id="720" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="375" x2="400" y1="670" y2="679"/>
+                <content>23518</content>
+                <instruction instr-id="726" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="445" x2="471" y1="670" y2="679"/>
+                <content>22.5%</content>
+                <instruction instr-id="732" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="80" x2="171" y1="658" y2="668"/>
+                <content>I/we sold all of them</content>
+                <instruction instr-id="738" subinstr-id="-1"/>
+                <instruction instr-id="744" subinstr-id="-1"/>
+                <instruction instr-id="750" subinstr-id="-1"/>
+                <instruction instr-id="756" subinstr-id="-1"/>
+                <instruction instr-id="762" subinstr-id="-1"/>
+                <instruction instr-id="768" subinstr-id="-1"/>
+                <instruction instr-id="774" subinstr-id="-1"/>
+                <instruction instr-id="780" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="236" x2="246" y1="658" y2="668"/>
+                <content>61</content>
+                <instruction instr-id="792" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="306" x2="324" y1="658" y2="668"/>
+                <content>13.2</content>
+                <instruction instr-id="798" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="375" x2="395" y1="658" y2="668"/>
+                <content>9187</content>
+                <instruction instr-id="804" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="445" x2="471" y1="658" y2="668"/>
+                <content>22.5%</content>
+                <instruction instr-id="810" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="80" x2="103" y1="643" y2="653"/>
+                <content>Total</content>
+                <instruction instr-id="827" subinstr-id="-1"/>
+                <instruction instr-id="833" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="236" x2="251" y1="643" y2="653"/>
+                <content>458</content>
+                <instruction instr-id="845" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="306" x2="328" y1="643" y2="653"/>
+                <content>100.0</content>
+                <instruction instr-id="851" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="375" x2="400" y1="643" y2="653"/>
+                <content>13153</content>
+                <instruction instr-id="857" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="445" x2="471" y1="643" y2="653"/>
+                <content>18.7%</content>
+                <instruction instr-id="863" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" row-increment="0" page='5'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="82" x2="178" y1="625" y2="635"/>
+                <content>no. of correct answers</content>
+                <instruction instr-id="712" subinstr-id="-1"/>
+                <instruction instr-id="718" subinstr-id="-1"/>
+                <instruction instr-id="724" subinstr-id="-1"/>
+                <instruction instr-id="730" subinstr-id="-1"/>
+                <instruction instr-id="736" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="238" x2="260" y1="625" y2="635"/>
+                <content>Freq.</content>
+                <instruction instr-id="748" subinstr-id="-1"/>
+                <instruction instr-id="754" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="322" x2="355" y1="625" y2="635"/>
+                <content>Percent</content>
+                <instruction instr-id="760" subinstr-id="-1"/>
+                <instruction instr-id="766" subinstr-id="-1"/>
+                <instruction instr-id="772" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="406" x2="430" y1="625" y2="635"/>
+                <content>Cum.</content>
+                <instruction instr-id="778" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="82" x2="87" y1="611" y2="621"/>
+                <content>0</content>
+                <instruction instr-id="795" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="238" x2="253" y1="611" y2="621"/>
+                <content>138</content>
+                <instruction instr-id="807" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="322" x2="335" y1="611" y2="621"/>
+                <content>6.9</content>
+                <instruction instr-id="813" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="406" x2="419" y1="611" y2="621"/>
+                <content>6.9</content>
+                <instruction instr-id="819" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="82" x2="87" y1="599" y2="609"/>
+                <content>1</content>
+                <instruction instr-id="825" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="238" x2="253" y1="599" y2="609"/>
+                <content>178</content>
+                <instruction instr-id="837" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="322" x2="335" y1="599" y2="609"/>
+                <content>8.8</content>
+                <instruction instr-id="843" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="406" x2="424" y1="599" y2="609"/>
+                <content>15.7</content>
+                <instruction instr-id="849" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="82" x2="87" y1="587" y2="597"/>
+                <content>2</content>
+                <instruction instr-id="855" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="238" x2="253" y1="587" y2="597"/>
+                <content>626</content>
+                <instruction instr-id="867" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="322" x2="340" y1="587" y2="597"/>
+                <content>31.1</content>
+                <instruction instr-id="873" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="406" x2="424" y1="587" y2="597"/>
+                <content>46.8</content>
+                <instruction instr-id="879" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="82" x2="87" y1="575" y2="585"/>
+                <content>3</content>
+                <instruction instr-id="885" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="238" x2="258" y1="575" y2="585"/>
+                <content>1070</content>
+                <instruction instr-id="897" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="322" x2="340" y1="575" y2="585"/>
+                <content>53.2</content>
+                <instruction instr-id="903" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="406" x2="429" y1="575" y2="585"/>
+                <content>100.0</content>
+                <instruction instr-id="909" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" row-increment="0" page='6'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="80" x2="176" y1="570" y2="580"/>
+                <content>no. of correct answers</content>
+                <instruction instr-id="1070" subinstr-id="-1"/>
+                <instruction instr-id="1076" subinstr-id="-1"/>
+                <instruction instr-id="1082" subinstr-id="-1"/>
+                <instruction instr-id="1088" subinstr-id="-1"/>
+                <instruction instr-id="1094" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="237" x2="259" y1="570" y2="580"/>
+                <content>Freq.</content>
+                <instruction instr-id="1106" subinstr-id="-1"/>
+                <instruction instr-id="1112" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="321" x2="354" y1="570" y2="580"/>
+                <content>Percent</content>
+                <instruction instr-id="1118" subinstr-id="-1"/>
+                <instruction instr-id="1124" subinstr-id="-1"/>
+                <instruction instr-id="1130" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="405" x2="428" y1="570" y2="580"/>
+                <content>Cum.</content>
+                <instruction instr-id="1136" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="80" x2="85" y1="555" y2="565"/>
+                <content>0</content>
+                <instruction instr-id="1153" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="237" x2="252" y1="555" y2="565"/>
+                <content>871</content>
+                <instruction instr-id="1165" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="321" x2="338" y1="555" y2="565"/>
+                <content>43.3</content>
+                <instruction instr-id="1171" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="405" x2="422" y1="555" y2="565"/>
+                <content>43.3</content>
+                <instruction instr-id="1177" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="80" x2="85" y1="543" y2="553"/>
+                <content>1</content>
+                <instruction instr-id="1183" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="237" x2="252" y1="543" y2="553"/>
+                <content>434</content>
+                <instruction instr-id="1195" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="321" x2="338" y1="543" y2="553"/>
+                <content>21.6</content>
+                <instruction instr-id="1201" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="405" x2="422" y1="543" y2="553"/>
+                <content>64.9</content>
+                <instruction instr-id="1207" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="80" x2="85" y1="531" y2="541"/>
+                <content>2</content>
+                <instruction instr-id="1213" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="237" x2="252" y1="531" y2="541"/>
+                <content>403</content>
+                <instruction instr-id="1225" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="321" x2="338" y1="531" y2="541"/>
+                <content>20.0</content>
+                <instruction instr-id="1231" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="405" x2="422" y1="531" y2="541"/>
+                <content>84.9</content>
+                <instruction instr-id="1237" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="80" x2="85" y1="519" y2="529"/>
+                <content>3</content>
+                <instruction instr-id="1243" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="237" x2="252" y1="519" y2="529"/>
+                <content>303</content>
+                <instruction instr-id="1255" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="321" x2="338" y1="519" y2="529"/>
+                <content>15.1</content>
+                <instruction instr-id="1261" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="405" x2="427" y1="519" y2="529"/>
+                <content>100.0</content>
+                <instruction instr-id="1267" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..d8758fe3f960c59c12db0e606c471446b13f5c33
GIT binary patch
literal 184903
zcmcG!19W9yvoD%-*s*QfX2(g#wr$%+$LQF$ZQHhOJGuFP>~r3C?!Du^@%GqjjH<ax
zv+6gi)?Q;1%Locn)6+0P5bx|x&O)%@(cxL^nc+cjaY4`un_4&++Tqa(Tj)9%3L5HL
z8yG^+N*G!hJDA`xGO|GM@Icr**cs|tLWqXe$*Cvs^Fft@Q0Zi&RQUv|G@(?%L8^4|
zQ|SOgE*o%Je7Y4#-X<l_P3QzMrr5TwtB%<z)m{)f`2d1pG}W%*2Vt2VRhWsO+2+Og
zGi}fhV40tNL*-CWov3p!4Ai_ZTjWlKQL)Jm93_bAixsEVluJfd(lFh(89Tu+uc&t-
zR~8TrHZ*C5a3i1U9;u-$@(l9<P}ZI(AmsC{SgRV!1^;e07p!2U+vBInXr|PlFLKwq
zp&-}A&q1YG>c+O@3-kL_BXhP;utiw-ODm3SaB&Fw7uQUVW@;(~hkCB&;wg5E8s{2Z
z37imxDQn!#4`0Z0;W^VgsZlYizpI?zVtU*>h|Q5QW-54iJlZY{a^gCB+`W?BO>gzi
z1P4zN<5FdsW_~!eu3tV5?p}NFRGzxEYh6CR-adPDZf;&4dY5(r0>Igp>O&Y>8T>u9
zcz=<9s|fQyN~2CIW@TXLVrYOzD`@Css&6PK!jH$m%#8O}?c_B7CC~I{DFv)8tnK7&
zboCAK{<0(Ye<&_HI|Qw=slivBS(zYc`Ar?{Wen{EtSxP<tqiRk@Yo<|MGZ}jO&sv(
z>6rfu49=9*5&ZF>?ik*0{2oe!uVviR7o0`;`S4T<D)d+RO2wB9fNXXLKC><xfc9!h
zcUJ(z`_Z8KGy2#(Gry%0KnD<$a`9N(NS$@=*SkX9Hewe-(MhRA3yjij8cuu{T;*f$
zQrqQ9?SZd}k_WA8>&20yzSBTDO?OKBZSifAMw=wI`rw8}SW*SG$c#Efp{aa8;IfnI
zvZZTtVM)g2ZGzs;@;aBDILr4X9<butbUx2%3(_813LUQf=VtSFd+tK0q=C@HNS{s1
zX{LwPeZj-0)CEJF4drZHUQ1}y)8SnA{>!$D8pmvd6A?C=6UaRV9b9w5%ch@RK8RJu
ztIf5cDPr}QwUvbV6VY*_z&MV#mf&U&9X82BOWkSmpdE+lEbs*IY6@rXQbxEe-u^A0
zrMQJjr1=->f)R=BVV$79PTyQ?3jE|fIES(p#sUaUCy!10DO|6}!KK7x8SZ}zR;Et*
zY#MGIAO)w&V};pb1S{i|_RkcyC<V>>=u)8-8aK~V{(1xuYe@O^pHRg1Co1?w82$p0
zk*=eK0|c$K44#p$h5gqVm*@K@r6?fxUqvMG=pksWZT@**!PUkPk5<UVK}6o+t4VyR
zO5)Mc&@s@_(R~3&RN)WhuWs>AD6{{64ubCg6a+oZm&pI*pPugjG5`lV$FDv8|C0oI
z`u}YZe|P<VQHj3`{=X{(>z^Tr$kXBd1&^=hAR^C*_g9hrMlyVz@_*9wcz+99?yp1t
z&uY>${%J+f+EUll3QwI5k6sgkR><nFsqq)bz|8c;%bU7=abMl)i~dJjk=M1fu`v9r
zr^xAA8UIc8ugv`G`jY(n?D?C`|90npJEGWGzuKImmA-?iwbkG9L-$9oGTFfD1&W3P
z2LR|At(Y9}Za9CjSZ#<HZm?Ya>#NCmJ_ZW>hCI{-N?+6sWd$yPF)|fIU$zZp4g5);
z6BBNMl#4NbG(cBS9d3!Wi!u2`a;5#rm>nu%fe@E6wpT!xUo2sXF`F`RXGE8qJZ6DX
zn=*cOKv&p2W{Go~GWmv5mG!AU)Pqu8)K6vgU0iKs=67}3K9w~HrP}a_Qgz9EnH99T
z+UUwcb;W&|H4x^?&;Uzy@wkN*r25LpLPK@=xrH?t=gRPeQ+4V3nH8-2%IL;Jb>;in
zB>))5P&bTiQ7_g7xCqC{bfj(BF4iS5DaY`zlx@ju+69y`$LR8eZN+Wc<u}xpp?(_M
z;!%wY2<4WM`3l?eQ;kbd)|TOME8Ei5wF?;MmeKVK+sfCqOF&q+p<bNpqCu{U@6v7~
zvl-WAhg_E+v~I(rTGu6uZ5PniZlkLk*A<U#mq55LLxVim#giTvklHUJiyhbHmmZg3
zyf4F(Ue~3YZx^uMFQc2@z-R#NJ>K6S{!^!-XZQ!K)M@1nZFKE)|0*LMEx(1XzWF~#
zpMa#QINsmz_s8I)|JS5sW@DsbU}tA%W5Z)+W~O2J>Pn2Pf0AsB{}T9vWME~bVf&J$
zXTxKp`@0$)3m!8a-T&iaWv0VpVq&6U{Bpw1^taor3=A}XwZE_MS-<SC{=@y3GCLi^
zKUsP@dPW-dFDVA5Kc)U~{0I4$<3FPNZ|omV{?K7$W20gFdr*Inf2sZt@?VKy{QH*w
zu=1a_{6DSzq4uB2KO8f${wqg+kbemLl~-0ewtp7y&z!RSD{(ArbpI?V3-iBH%gV+?
z!}^c>e_3H<p{Jq$V*e`Of6O@x12Y~wJ<Fdue+2S}k3Uvf8Cm{j^uL1X&nW+j|LdZs
zWB5CinArcu|Fy<K|M!T#l>bQ7UupfH+5dLu4>13UzJEjfkJbN<;C~DKVf0U-uZaHv
z+CK#T#NWRy{0$3#u>V$NWT*dUMj6@vbw2)t;(t{8BZbWWHueYk$HxA0{#RxHJe2=_
z`lbIbqwRk;CcXv}>(`+8`|p~sQT9)g0gr)^o%vrZ{a1My+5Q+HE-T>=ATk=?7eT`G
zy1!p6G_`(xI3rr!@kGIaAGfT!@!7hu{l1p?{MIJMJmSVawdUJ}6lcv>SKOrJqsdC?
zLy|aCz7b<%uc4`+CA$LZL6lI90T>yv2pbtGxj;ZTnzM3l@#?uiNM`*it<MFz#0Ax(
z`GLq9EwR=IZBV#%1Q6}m2vk)CsKVx|+T@a)3|KZc#`VeQ;IIu6lIo(83WS6PSQ82J
zL)is_UWC*d)m)sC6>j{q<6F_V2>=xrm&ToUGmzk!FU^7x2@C)TA}eJUcgXZuA57MP
zi4nBJ?T0kDnHME1E2$O<iL|t|FrvG%un4L+ABLMxVSOs{59A{VhiiZoATMMn8K!Em
z4^4DJE|4GVBP;jT%_+HosfD4CZ~zEPs;Pk38hkhxFb6+S0Yb2{NC;tN?7nflSyFvA
z0&;I<ZUCsDseV8|Mm<*kSb*_nPfbc@U*Sw<b5ZA1`9@WC?gKz9<|@oe%j)J6>i<kD
zfXJyV65SaZ99o|qN<OqzIVK4ZOF#jDDC7GXe`t1~cfNNpa%5)tSSnbct@}gsw+$Vt
zeO)6MM^kgp=ZN&$3Wy1)Su5-8W?a3a&7H&5JD7?JXOj9GMbFxLs910J$}%<?;YZYW
zQQ%K?qwfwtHgt@P_SaQ_J`(_0iOI;bl~*SlQeB<#RGocU5O1F8Sm^*LSp+^G3n)LP
zcwMxW5n=JV#{034E?*0GI>9pnL3FGv4?yWa)YLe;J|kfefT%wPvbI}Q+yU>B_*w_Q
z>3rNjUa|sBxg~RQEV+KNe42Miv>;%ZmE<^hE5B7rDa=hnZjE+LK<Vi0>ws3hsWH$@
zp?-b_JvRb=Qhv}D*M#2l4!^_84s`dxcilQeXC1s(!bEv5_`PJtWdpt?@=e3njs5_*
zznot*KG0zS@~nFE=JDy&`1m}3uO$1lF8%aIjCE+NeHE8{PyF~4vDCA+JbaG=G)Y)r
z|6!cH1<nBz{ApeS^7a~!>~pYi@$jikxoh-|0~Q`kyw!Wv<eb9v9E3@^!HKc<#Xb0g
z6-35`(;O_TCb#syG8ozikg4i37YI8onfl0g2O?!&n*#4B<3pT$Tj#*!<Mc{}oehwL
zhK6M0Dr?#w4y-E?#3B3OM`foHW>??Q))A;3pwGxHm<n4<*JlbDDVUGgUgD8;-*+8^
z_lPC{3B68uRv)o9)*V1PvA17MNq`cuo$!!8VkfM6Aar7%!WIA|$(teAT|}>#zIHLM
z5kH!TK83S1kh}<GXu>+-$x!pX;aSO0_cy`&Dqb*sm*%|);aXp;f%O)jB7U5ubi#*d
zp0a+cHvbgHb4vGyhYituWc~J>{Pt^!uQ{p7&uMgJ{=u1$Pb{hF{Q;n#<vrp@I+G(k
zeJzOJh6;+eO7%PC=WEA@qE9USE2^!J-xscZolZBAmb}Hz&b>+R&5x7DyakkGMh+H!
zpk`4XHNUTd$Ae!vYslF9d~WZ*<vTlprC(a3%G9HD;tzH0zz%&ts(tc7_H^Qdt<oM{
zr^f6jZaLdTY9B;i(0Et*LQ#GCWIZW$mV!nsjI0hr99;#2h(3VvG8Pe~^5PXiHhBM#
zA^fC*o-=&q{R!lF<!k^GT?%yM^f~2k=KPipHMD%qYbHZ4)j6M~Bb9|(-|G!JF>w=h
z*STv1WXley`Ga<kSAzXBR+aOEeop(`{)4+rdkFjJWl{ccb6oeG*ueoPC3WRJI3?n}
zap$w@_AU3hGHHL&<`WGXvS_wbITUDb52CK|<5J7+tp?ETjUEq122OeE*Y#%2kNlRE
z<R-Oucr=A$YqhD?z~S)`kf*^EKegk7<ELOCvY=O7I3~p?UOY0!NnRF&z4Lo8;K0WZ
zAitIUTTXTvBHXOeO@&Wap48@6pMryjMNFi-s}J0dQ)L9WBM>Hk?KFF)UC8QUXw%k8
zl<r4^C2Z8Bf~EPN`MOt{4yMlD9*}W@@(I^o>-)i?Gcv3rBMrd!<yQ#TwU@T`++)GN
zffE)oy`+V0OX6C~uOJas-Zvp5g-%|;x53fo0w3Qp(%+f<E$~yjJBQ`=*jnv76(<Bb
zAI}nQN=_-&aiCLI6_-nQ;ssnNQuRV+p7L-NxCCO%Q`mnAK%5W!02lw|v>nK0|EiBc
z{rXB-ZGnZ|_9=#>o?UqXYJS&SHhF^TsI(}hVW**q#XqE8H!b#4d)nVX^~`lMwkP2O
zq|)evf5(F8B_0_RX#i;9j>3FiG<YBbBWk)I=68A;(GPHBFWwg^eo0fppcu$v1S7>#
zS)vwo=v3<HtE^srhx+qiqr^Z-h;D>Qg>_0DP_e-iwyNUMN8|R}lPMeCUQLysqwg}i
zS5AqYO4Tx%aK8DZkmUghT74r7)*QMcsSJ(uAyU*?P@oX+u_6eMvzT!*UYn1JIZ-ZD
z>L6odEo;_pT_WEn*zDeDa^ER2XplHrjARbaxu&7~wEfwUwIw_AH8ha6)T+hMj00p3
z3&b5f$25Os%Wao}u#5pG(ra2M=+K8Hx*?7ZTH8`-z(k|gjEdf$O(??%9d$l7xNZ#_
zbIq1bnMCXlDdR7*hZ>-9nt)><LBpKyKkIr`-RHJx%)#AG$=+_~^e}2Tkh#gHQxZMu
z2b<|Q6_(1S#ETLMPOm>$z^0Ke7q=9Fg?j2k)%<Sh+I>(lo{l5+Ob%xQQQXeq&s@X*
z1nU&?2f6OSSv&cmTNc$A;agUJ{_}B8Cj_0WbQ%fWeKguY_*@_&C6U%8=gI8k(ba$l
zQ-}LjUVoK{Fm83P!wLDN|EygSfG1MgG}_5Fp6GVfH?wjPq=;9jO+}EY+|(s(juw6{
zZ}JXkQ5sYvTX0xsWjTo+cu+bI5F}p#-TWrd0j<*hyDE!1PjXLGAHC$ago>AXbF{{{
z?EP;q=^R^or#t-H7$P=^?$T*u%ko-s%@i;|`%jsKHqK?GWCsYfq6ehg`>Nel=65wb
zxf>R!9l7|=2Jj{CI16V0%m^qJsouXK^s87%p5>4=lO+ifi2{5ZK@%VxcMbXX%Bk#-
zcT@W})aaLO=~NpT=tgj~X^vDTFkEWz#zQkgCw7<Fk5%6SPDKl5wi{z_e`n;yVujLY
zB${pSc_~)%MN+)&zV4EPgU1a3YCkiEsw9cO>&$9BtHYj8o?_ynFf0U>(Ja{UFHph&
z>0)A(l+FeQ*+c|ZG{;6&!-WgmZyXUjYS_Dz-`3WSA!tE1d3Gj(s`Cr)>`Ith-8jeC
z8?zg{KC22qokiRmm${iXhOG>ne&TMh3EI;F8VMr3oK772zED%UpZz?;A#ytwc4nY<
zoj-I`lumkgH;Qo?I}O-ZhNyvsSmqeh7S`wTU|+OFIJ~=b2Y{nlo)E|sTebnYz(Zu5
zFLc;LQ{J<Q3^Hjss?HDE_mJ%AcM!_2S=kN+Z%-`V6dsZdysx65mo_g@up1$Zi(7r?
z@_3u+i}q>HUJSM80>Z)!Ys2mG?@z!?FEq%nl3*&odA1?t3`-Thyg<vk3am#RG#=;X
zp+4+|B0WD;S|P~mu*$m`R?e{AB|hbEf3^!%F=ApP+`MGDr=_Z0ryvXb*_hk;xbf!T
zqs04QA-!ZyI7zQOhid+l7EN33h5k{qN#@u5uP2|?WWf!O5<ASzYc`!=p}6DOtRf$q
z@$p^q@Ae*vQWd$AK+ng$ed|B)gsl4;hw&vQ$Ll4PfCg(a9Dn3b*G7lWgV((BRTRA^
z6EU$^1C6RL1sd2d&G1=Iv_7Vbn*;ER<;B8bxq`veQ%aA>1??W6lu(gpz9M80V)^ow
zJYk<qAF?EqQuYtNuy0}$Gj**hpoqG{)~dRXu`WOhrN{f{L6C|(wD&}))#@U%fgnFn
z79frNDz-Mkjo`)Yy*nT&Bc)SadoWn3mnRdiI=DeF4Vx+o9br7bPSj1e%}NY44Be~T
zG+en>e2H`*kcq3OGU>F94u~WTi~tq~f!uyj)U*i~IX_VxEZCr*Y4M>$c6B8^JS_6j
z3E*K(&k1b#;D=j`+-uLZxf(%N$&lAy@-p7}Ed)hb)@PSC8vmWdRV?i(VLUa2%5oJ-
zl~31;zeM`cRS|aPW7PcD<fC-#W!Co8*$B>vSgRojrLPQRN)EkR4)Dio3RATVrJ4We
zLepLIA)k5wVTp-~q)Om<d8{l@wBh+kayZ!ejZB=c)}xFNo3PvNO3HT863`+m1-qi?
z$w*}*PB%O3RhRCIOJO2$n@*y$()TFI?-weG)%cm=$7debI+s2a&i2*9Jt#|Q7A`ZV
zBP2L+JWUw-Ny78X`e^Sh`&5E;hMYjMCW`bB4nPG`zPcVArG~jSe8?0QDqtxo9+1tJ
z`rEVCF;f%?XbCkeWyh;c&7+4Qe$s9|{M5A|cOWbQV#KUC`$U)X_LANO1CA!3LaVZ?
zs!C3VG|5tmg5|MH*zw~elaWW(JiJL&rByo0QJ?@Lt_^9-kf~uJkbu_}K@Ekj6$jJD
zFxH+sEjqdsH;<4mhv0j)9yZW9va}-_a0C#yBYxaS{hS2Ic}*@uhI{4OWQc+&RM)K7
zXKd}=yhA<xq7=*;*Q4F%IFwPyWJ13}wxHYth}+atYesX|teX~>(<=+ru)t>3QkI|#
z&c^g%Vu9MW^t_B}f@-zW?1CA`drndO4{?s};bUmh#*Ki2AC1~(Mz75_)ExEUZ7az}
z1sxEcCyE9$DjT}YPLf59L2W3h+2nzDwpHLmq82I$?qUjJ;6TpeZ>Me9k5OIRwsVdx
z#JVvn>_inJ%dv=ba^MXx%b7^Unb$0}ut4PyL-AIabEGq>(JF0P8MRtx(=BOZd9)yJ
zG^aXm(MvM(e4H)H)h4g~uneReJ)<~SLw*(X6CB^aTO8mSV(UEX;iArO<sW;lRt0b*
zi<$j6K=g@|JKM9J4~!Q>LrHwl&#nxZ7K%S4WG@hii&P0j8`ZB=Pj04L*8I-86i~hs
zoGjXGc9mw@@ivj04BU!0EMjI75GWnC2rsndfteb3K&##2o#8jAoW)f>+aPrHh`LW=
z`IsG?mB`oPgmQhwD%y`1DuxzphI625SqFPBr&B@{E{?)M(fDX3nFHEMNc+o@G~Gbo
zyjA`n`H+1&!fyW=K+3R9lP|zwrzY>dt29Z)h2e<9lQVirlnTlcK0HZRw5T5A=kUly
zsFK;Cf0YPNZ;4~1)@d`wig!+*{!2=yc!@%M1P@oiyZ~jWQPqfo!I|cRSUxC?2bruk
zaWSTLY=cF=8ulr}NtX=#Rqq;^b~jrSo<szHyHvGMBxM1_Zz*QW3&F{Jx_48V!v@%Q
zg+cVAO{Ll&J}PLgjaj#R&)1+{8VDK!1ebd+`?LLZ8a9ViHFu;XE1-Nfn#kL>2Fd-<
ztYL5Ii+kZx?FbkZS|gE#Sf#eX5`7qJ0@x+VhH)2_C)|k&D>Roz3$saB;aIVFhWqx_
za5}|tf!pSf_QE7Qy~<2v2rnaIEM>IXXe$M&6^@)(AUf$7qssf3T{NjkCVPIYkIy`T
zxvm!Jqm`9)XZzKpYgKu%odV9)sIJ`hl08QkogH>ln!$OJ=E!92m`?5OHWGt$$PW>>
z83I1U@Q8$wcl|8>hI4L(ulIXtCQ<0CfV#bN<a0BM?DJ`9x^kZ)^G^~S`COf|tYmd0
z2AmFpod-U5ZWsO{1KAsUl@2JoKs+17INg1z!u2^k3B9;Ay;drLTt+K8+4zwat5%1+
zcP9R+dvP|q6DUi)q_o~$)pr_1zP`cjhbsvIv+xf}jNnaB<3XaOE>-qO>6~w|03vB=
z$9z3+HdAQ$$xk@8j_=oH3VQ2;v~TVG?KP<GSq>&J1)K2U3-a8XHAvG~pkXi^<f%u{
zgFE-L8}9{mJjV{rICtFQH!ds1=)pVO(#dgnl!+FlN4Jjtl!$w(eahk|sdBUu$S;jn
zer^fsYx>{iDm*3m+WJcNxIoj;;<uw7HWHW?pqt=v1cF)CdFy@>?7J%pL4Q{il056c
zcArPzA3HU;S+FBRQsyhaOsCdQ6Y0tlX;i{v-Rh)#9yXANYng6L65r`GN^^0dk}4L0
zV^e8hEX-M#fT3>JYK!7JA(5Av27R=$`E4s3yd~$-4OqKIjNX5A(5FjWgo#otaBR9N
zDR>R-&lM|RXAm}pnafNikUM249{v>MLsj;H)<LG9a}qj>z&;IYj+)lBQK?DUr)VpA
z<rfO(w5gD`({nX)yCFI25ac=TVM5lX7q;Us+ndkNWYMv|ZtEXgUJcLFb45`J`8&(#
zH^u>`b+?9+ZBPgewrHJVp;^Ze|Muukl;eQ2%91UtU2PnyzSz_Sh)wu*ei!H9_#=lj
zGU)enL8+&zkm6}aggwgIJ774#V7xh%LAa$6!#L#MK?1R7MYM&OL%N}AJ^~c25)V>g
zSaup)YLi{yyeS#`fy{B>$9rMW>j%daPLE{JpVpr3uiUJ}Q)n1IVzDs>>3MO4Rba8`
zHt0*}>Fcq_78>kfK(+j#B?X8%naAI9e&sTNKKYtWQ8@$DoF1bnls4wNQRv<%8FE0i
zUINW&XthbQ0YHp!$mQ1}dI)mK$O41P<i{;>=%~bG_h9*6m!8JWxm-P>+xmegb9YAw
z?98y>-pDj)(reOfx|b96UeY^3(nyXeD(-tVN)~I>obKmJR1oZLYQJcBf`sQ+C#}WY
ziLqK?nIMg<{-y^)REjH*IPmtIMezm&xw8S-6^0#&_mIx&ELW8uSa7zK!{^^QUvC(9
zXO|3)F%*uybi5{cZa;PoOl*!yl|cEhI2}G7BoqQ#&6CR?E<%1)K!K=;qhst_QNx)0
zkmkj}NOf?-%z=XcW_&<yF#sx>$2mcmkf*I1JdhI_fzu&;gY8j--RXwfNW8ii^V+~N
zq!S30;Q?O&<(m9+>?c_WVFa%r^kH(<y+dBhsT^DOH&Vol+Tp~PAE4n(G0sNty1`D7
zYFqaZbISBnG&&Le2BQPFh%g)-ETaP!UQTd00SN=t3Jgx{lb0-JqE4rocGiUnt-;bB
zh__k9C32G>1L+blQ1E^zWswOM_z{ellQWI!7r5}0P3!H-Lz)$_%9U|z+thF4Y3@gC
zEp0%e8OqQ`jJVgAoYEU+Q_4QhP5V=4s<%J2_Z`RrA86#2F#r?%V7?PGb84lLW>o`s
zHsM;_F^FCVS!+GK02>Duh@YOw_nD-*Q91a*<4ZnSVD4CihX}jM15=b(GkY2$b`{U@
zY`~e-4n{|G4(cTtK{gZCZDb^(XoW)8JmI`qtmcilq<Oub@gcM6Ooj+E7c{I>Z*a7j
z9KH*N_a^ux1Q*$Jk}4@r8+$M5Jk|dkN$(Y<z&_~EjmbYEt-+ivL=Q-eD4H&Ze1d+6
zVx~fd*%s#Q2YFA=I)0!Up>i!7`i?99(ghtbiHsAD3RRerzvp#j8!v$B0)y4ae?HX2
zmia5bN;RZSdy%i+=@Vh8y=B&Zp2yXTA+TWA&rX!g>(!r?#B4YXT(}<24mlccCn(Hi
zOa?_fim!HFPfm$$POttxUBtRz=^a_g5;s_c28R{6URkqZPB7JDaMq4&yHu`f10_J2
zsN?pBO$Tc{l;e$gDl|l}hi$S%p{jppCbBH4Yg*J3O3T3Gh03H-I$6uZA#F?B?%`|u
zCgcl)N{1%%QoA~^(+;c;X6q)Tz}7RLCp-Q?n)-L%qR+3#qrOn@f%tvy=h>w_0@QL7
zICB0<Gp=v_E+zU31eBeth?S?~q2J+o^eQGZ?i1R?z*$l{$8GLEqOT_3LNq@+oVAAB
z57o3cyYkLCJZvJQ44tw(PhT5Gq(mF%4mlW1(WvFBOfz5OmqPixV(sWYN%xx5s`0v-
zIs$T5+1M{F?pLGDlVyGlikf$3f6R)kxQsO$Cv1-+2+9AFY1waxtdFJ=k!vdI*Mn|i
z$s9HxB^;%XOFvS1bQ?|^X8OQ!I2XB`FQ}nKgo~=Pg!BK+tF;_hrwZMozbu}|8?~Q5
zsqM*fmSXc8jAOwl&n!&~3~vK@U{KoTd&blqsz#w0XP*&YUA#hwO$^RUSa9(TV|5ER
z<sI}ISJMRw$Vc6N%ydU+;}Gq5Qox$q`^Q@xjAyl|`c57jx?%LSNnD<NPH?=ElWN4N
z<zXz0EHYJhcdC7=Arb#bu}}<<s$k1a`<3;0d6kK{$+yPgu;$jiG@N=fmlKX6+~ME0
z6#Md8%Y(lr9|C8(JLKQlnonI_NJA|v$ccGHq#L95!=8ms@^yNni;L%)JHX72z?$X@
zdG=^wVOs>XJ^1^?*8|{}FMLcgXKP`RPy#?KO`ht@!kv*;dO)-fZ-caeSbQ-HQ+8@<
zy~wGlSB5^~`t@kw{g>WP{0aQQz){#H;fkNHLq|S5tO-O5SNFUm;vxo%51Bd=+T7<h
z2i-du)5Ls;`uqjA#Qjh2IORY>P9Hl&Vx2O#Jrs}KGeq-86m&6}_HPNy!$^!;Nt7`6
zscY$lxHSt*?BXK)brG;86y3N-@f@Z#AWsJF8H%ietPt~-IVLa6=)mhnJ$&|T&VEd<
zPNqli31lnhQDyTt(nL&E$|@YkHpgb5w<hCVAjutaBWp!-4Q?oV2>Hm)UZ@#XY=834
zn$>4BgJI82SWQ!rZ<rw0jy1^?!tm)AJs8FMlFfC`ekSAKYbaNXeY59>dMh}A;RD0}
zc@JIHUFd!=2%^3k&-1nj(m0!lnl1^mi)Jwlkn2!cQKTapLDeZrasCwK3yUw;GlXGJ
zmc{`7(r1eQO34eH=@QHo;l&U2eFEirYJ~1pUy}7G?uACDC!^Ms>iJF^rukCTNaaT)
z4NAZUMP(w?tY}}5Jz=N!4B42=U0!ipm0%QFw?oGEI$a|^rA38WH&mmaEzS?JF%x@7
zK|K?c$lyf(_?@t2lJYD0<R^e?<%cH7srDP&dq~gA%uPyO^~xX|*&$35Sr+q6r8Vjv
zCmcrS?4Yg{N*_$tLS^HPrsyl8)a*{VU?BxQn?OUSngGP7JD)Q!?wtkQUWVmNnwrZS
z1Ygx<cGYJ;PKwiMNm`LJFc@b=+!t;!dukRIAf9`2P2xN)Yr_cbT=CRIfRp!`nrQTO
z*sutUCi(saWLajIjH=hI3XZFy8mgI$=8bTUQK0+YhIwp(S-El^l_SFwH8r~~Qt2bw
zM=+)&_)LTb0cd(8F%1eg2M>s6$X>E)O}Qt*F~h#Ah~yssw{3I_fUPv17eXiHq1;J$
zbh|T`I(<GnsHWRewLr7hkr@310z)~4?sk=S%BUqrMEP8V!!k(3nGp@mB}KtP4o)=z
zsQOp|69fp`ThL4}AzmxPxLjX!jT*VDQl?8wkTX6tbSnf)+{g@t&QV-Eb&M-!TDzMx
zD16{ruR0zAr+|H1F|^q$$1C*fLj}er6d9Hko_>gzr7Rc|d0A&Uas`EX%E%^pJ1Un2
zxg9EfrpwK;E<}>$OlfvF`o7Y>jYNSW4S4gtTpM-tbVy4>x7tGC#k~2zyv2YF$R8ZS
zb=Zk0#Ej`iL8LIzZa<>8e$fzONchW1B*$9xp0zF0JGXgPogivofufqn8_C-)tpwsi
zuVv$Un&$@-3x@(f*3)8+ajahM?_;>ATsGjm#e}Eh$Cfd8#1&C^lv+qJjT})4G%(|f
zp83!{BeMI}jk|92tM;B9?ZNIH=i?k1yough>ZTTa1J&nDkRDl6+XT-R0_EaiF5o{}
zn2u~{WJRhjP{_<yez^Q~4B(nY5_QGssIF}_gj$b5#w}aC$qM@2JIq`i)SYtG<#ZjN
zD)F$3?~|G_*sk9g6pwW!Hp1a?7r(^8!dOvZ?zo5f=T*~kbTHI4p<L|C<Ct~sFm%$(
zMX~*D5n3EcYFYb}8HNX3#MTE;2L5ndKbdIeE|iIWq=(9~`1pkv)KG1lb`6dA!jD8;
z_ZwO?>jVp%>9%({tGU{cp)`MdMqAI0EX*}C<LNZD`jKhdj%;t66DO1`av!EO;buSF
zxKF=o#nFP~k1+N^Ao%8U{OUn{r=k7&55&9C2aioo97F7CttsBpM);+V;`T<pOgpRo
z?VW1CrHPBx8t)gll&C^R_H=(YU`LNe8LVZi^hq(!M04^7$=ms$)P4h$X7v(1(Mk>&
zV@(i6Ah@!3w$6N^KwOzY;=X!<!a0Z`Ko`&`Mcbgumekf2WY-d1>KTwwk_KpTZ)eu@
z^idP)rXGe3vUzBHs*rH>UP%BF1a}J065lq6Sz$kqJgOHxRJc*6csr30dhS^yL)idQ
zMfoTCX{SS*m85_gRIytQ;wVK#X&R%%b3St+np<CjmOh8eFp2v@VGQ#JtkF}wUbzS9
z&n<BE%;z!$m2BAz-<Oexp5e<OOKdBpVS(v+oXuF<WLz5JgZE2?nk{O(E+a#(b5orA
zXk275OgrKDJdg?v&Ksztx&n}CW%_o7%IOYx#T6Yt&x8XqgtZf0(l$YL>W7l$h&F?4
zJY&uUQkjG3i>K?RaXRX4vS9~<1)AI6E^-g}re2;Xo-{&To%=^yc`O2V1NpS+_6D@5
z#1aYsF9P3{kvFCt&wvXTPN!Xqq#eT83az*n4uQ^(k>uu`@M9Z~Aw6do)-xIO$U_s!
zADSj-(}#gq=fR;1`!7@0+ZB7O_dxbjQXZy4A{Etab9*0PlN$3wA3^9D?+uUFgWYA9
z*qzCCqXI%rT&K_DlRAXm%ZdWmb#1|g^kqoGq__a+J9NX$Z3*x*Sg1kgD$$kt{ZBP>
zvD0-G2Lx@%pj*{5BU=KAc}wOiax1)%^^lQFH2isW1HX~>jGEm<<B+l4!lwWSMYG}Y
zysg1;KI%*8KP<>$^6;cZt!peN?w0ZwzsuoOX8iV6HOzVtQqz*R0{F<7msCMy+)hz)
zez%J~8WPp5q>bFqqZ*{Zj0I!Ory3cnkFmcHAH24*-GpSHYg5PL2Sy;imN-}WC_$50
zoiy9Ee*}~|EWMZFf#?ZI+V%_h2yJTz5~kdCP`v4&7r*gKG0-ud?h&2ysGhXayC8BM
z3c?$hT9W(3q~mGkQ-GRar5E^R0>4nh+E-E43!QH;z{9=BvV;r#6VQ0+`yxlr@iIA9
zA}dOn&duy2JUt?=hs;9FULMg5zmZ}`zr8wVWw#4x!iB4;3MqO?C%aN&@e|ROkzMNB
zG|FkA{|KkKFDv5{nB7t@LB>@#{EZy(0elJ%E_1Xs%}<)r6T3^{XD4nVHiw-P#Sj-1
zjL_>|(O;0HwX$f&Qkz#h)G$heHqf!|cIM~}C?&QL&xK72_K9@IT+(!DM?cS_k8PQ4
zd6V05VxFO&7uqx#eaGSsC>|>};vQwRoHhJTwx(AaU+PA6tvUC_Vm(GBqarYcIEOyG
zg0&6%*kG2g245qVFlvMnO)23y@R^gr<uiMD&cUJJ)qb*vSWj!r$-L0R+R`d9c|D5l
z2$rf9dFYc<yy)D~DFC00A&TA<ByP9dr}nQIB1IXUgHfEk#)7|9*+95t^a!J>;Z9L@
zeGP<(eg#dXWE8;+2W6_gwvVo;dMyyIK$3FLwE(hX6GplU(Pk|Le%arU=LYioyL)+R
zErtaher!~lrZo~_btnxzoN^ZgDI8Rv@E+Tbb&8h;;hYpxy2L$CSr!|gwHsaCLdHkb
zZ}?~KnCE@*j;mn~ZwSZ1hjCu|2Zj6g-@(MveRh_Sy^d*B2_z)+L@<jfGd!Wz;n{TM
z)*MnJaIg7O%7H{PB_`^ad~mgcfalUmA||v1mLNAA_Rr<<l%g@r<x-C)+_;4p6DQ|A
z62k4NwlY&$X5Sg!UH5F<Alfe43ustn&9dqXVpvOIYzjNJNg*T?cYP~_@~H>)VbN06
zs(()KCnXQPWA&DesQD!N!<h~YE*sn`Bcyf}y8Cv>)L(860<0?4-8MN%&7$s>I?Zpa
zWXCP{Ib<XdTE4Z~mg}r9h2zd^e>0FTPoo*XV3<1&I$%M7n}>+|_3}E(9c(!>T+-ri
zoOln$K{%kFacM5Yl%`zJ{EL>4_elq8r8=2-MdT^9aw8v%=!Cu?%4of3`6o8K2Ab>h
zjH#KJQ?6ETPAWd=S!ERrS_c(h5=4;{Z>VPlp#6-l(&7ZZI2o!20q>ZQmLsYtf-d<O
zN!Gw}F}l%A^}~mO2nM-!VIusEeWB|0Q5kl|aJSks6oI8n;)_mR4`!~|1YB^A-YlgT
zxrOW6aS~`wJ_a3YU5*oHK^zVn$Zu~7oTd`mEQl+#4e-ITOm^}Qq*W1GJq+{+%a8pz
z2Z3X7Edf<<Ig}P<M-yW4Uanc|IucU1E1fO&%ap!P%Sh7mi@Q2w+2Tun?<`y~&iyse
zbgM$T{VGD=Nwma$<`wh<6$jVVa0dqiY(5r<_sK!JfLW(P6axaxq|y63m9_EW7G}Fj
zqA)|_szq?`X6Cnv;jrb|C<AvkFlJC75-Dv}@Ym+{S56j$8}wvy;&sdAh_jA<7<qWw
zZ?4sCTN$n=%eK_kgOIemYcNT>4=(ZQXOgfy98!p(B_0Us!)L>i6kbht04|SwE62a8
zV6WDsB}50Q_F|RcRl*X?wJ+**iSCw)uH5!%+2<PCZdAglOF57ZSn}u~s_e>p*Hl%i
zLt<?B89RC!xrj7r*o2*@-vV|@@+rQZy4)^kME$S`X-H(Ez@LtLS>bMu>(HzMdRyt=
zF2_M#y28lDOzi0^=cqT)Y3tH+2Bw0D`i*rX85ny^2dmE4V+d~7l5d(_j!M&Xg-?9k
zILvN+ZG@A6sAi2Fo8?&X+~}cewGnKCyz~8eUP_nR-IzYVPYWshu#Bq1ezv!92&XNy
zIBtFF{f2|;bU(G^?I_75Q^-|i;ba!{sv|~5?ewW9H+w$3uV(*n`BH`@DCCuKJ`>U_
z2`!{N<5KFGC<4`|wljtOtQ)ysGsGxxxuU*gGaog*H-^M4;joZ>)xWf(|MU!fbev3b
z=e<MUqk(iRC1Bd0C7bEPL|}FpacIbG5>Na$NNUG{uA0$zB3DJ)bh$zCu^E{BSEh+%
zrZbtJ%S?dYiARA$fRHSh>)V{>W!73NM}m6zt#dz(J4@&&K)UmF*MazQ&}(8uxTi_Z
zNhqkgMvMHCj9zIl+cs|{hOpPq(`(rwt1-94fp}DIHYPe6GN;i~S+(!1s1H0Y5Yt3Q
zTlOI;L|T5@&Hujcy|4s)TSTF8CVC}s6MWhWcN}+Xl!$}>fWs5v_j^c-+a8s$_u(VJ
zx_>*wHriI96F}|#v1XecGy<xs|Gm`LiKaQU+}+g(8Wnx6Xj*~J!)oW(TJgAZ2U@$H
zj}Xnq?3+9iTlt`A=d&Ov16U$sf6AV-c#cjotiBtJsT)q$YXqn7#&)(1B5lyvN2Oh*
zjhWPx5pfAqnJXe%b7fj!OvHfuVL%+y9&{ifY;p4`Czu>i$GIVX-x_+ut&dnr$Tr_9
zihuwzvyn%#%d(2(Y*L~d62@WI%vCO_c3_yE_mB$ensC+p^$_ksUBL@~{?cLMRxNFa
zPL=7v3Zcr!314$>znabVWPZH=eRay%@e*o-CJ$ws5d8++O(lNy;d__R=Y^$aW@GEM
zHh1HlYx@He5QiE*2J=Y;s!=PQNtuV|)7Z6`qsGt*uX?Mu8eYMknR|Ne<AJ?uC(UF`
z>8I3a!YiG1{g(1jk|5`V()`PUWBVvQo5kheH{+^z=~8+BOiN8+lVq0s#s@X-{oRH-
zTPQ(!dX&}puvX8Zba=k`9)iQP*>2wt^>@pV;|sg=23GT&*jHZ+U!Jz<OF$r2S>v%j
z=6x5=iMegrxde^@ElpCU6l>0eK)dWROPU%PM`~B}BKJ_<*02Ao!Si+PumYI&rsXpf
z%rE<~kNgf!3Plbf2cl&&Z|z1o!ARGl$0uUs0&{#k5Wg7VJ^MYXYur^{zc-c_%e;<g
zWYyp!w8ziL_~<nV8^iguH}yC@wk+%Z6K_YI>j|IEGYSUNh9_4qgo&0YV&Q>LV@5!d
zLY9tJud6t1O0hks;BgR){8z4cDU}AkTK)BKXk&E%PoK6p9i4e*Xbj6Ck$h5eqxd_M
z@>vpO6am*7D^X2wW`H)n{g(Ml5i-cbB0^Q|02a>C)-L>=0fzSU;VwR?{OF}v+&n}3
zug9I&fw0j*S|MCE4Y4I5Ei373;NK>{{R?nYtQn5-Dw;zpm^eZ5B*Dw=sACov8(PHL
zbesExD(T8Zxkp4c-7PS9YHn1M2?w1x`s5zPT`9V%exIJDzeZX~i|wWF+*tD+Jmu{H
zih7W}k#nn?m}yceW7>Y_IVvxQ@CtDq^Zp1J4_v#$da43_wPf<KJuo(8jz}{dJ?~mc
zoNe$5f0wn3iQ<sRm_-D!#CLR@h}iheFo{A$^~<us{cHB+WT*%nad-Emhg*`Fmoc<l
zob-y0J(KxaXozJPlL%#)g7<7Hh(F6QtvFd8eM>eLaqO-!xTi%TTjiabT3}PuJ_PZ;
z7J9~*8ZbehlM(&y8$!KRhV2_-zAMobqT4(@cyk97ar64DoI-08#-h>Cf-K9$A_&?J
znmF?75Iw;4z?VOyNz|F*JQz#{f&CF7cZb#EIYDEyHgTC;hP=s<cHDCy;^qQlLt@{+
z!*@v_9Xf34_<_Q+JG+RXgpj$=kc!5xd8}7aU^s3YdJ%^53Po!i<A4({3@Qc;!n8aH
zGFn~yp6cc${(VmD(?lKYb|RuOK;vCic%Du^KF5yyjobQU-7h$c3Gk#Kr3b`_KS~un
z@S>jG)vcK|w>{yw2xNdoj-!&6yF0F~DOLdHz!>K+yHDd6MzEA!GFaMTd@RNMBW<*1
z&`-mVv}Gv-a4h1fikaC|{$5v}C9wJD9|BY_G35xS>^n-bdHKb@;k(2tA6HNC@MXe{
z#8R3L7`{nBzWNrGsyz;}Y;k$}qCM}+O;u^fW9sfbx0jJuKnQCXt@jfFPvh(wqZSnm
za@v9p;U3n?T)=D3+C#zt&{3@4^Ni+FjmeYe4(p>1Lg`bJVv37x<oc&q$`MPireoU(
zU<1%R#eYyx5?_uG$-y6b0JGZNY9^EE#?>#I=DdsY3~#MWB6IJbJI}V)q{kY74A<D)
zc^I-LtO`vOc^WHDxOmi|#>>7Jofbhf;Un!XAW3vE3pPk9wC|mAFmbB^w*CqoUY|tU
zbXW@#;DpN;#AFwP+Mn%Uo2lG(ZG%AVNrRlI!pL)O?boY>-OP)NbY!VPs;V%HFsA6x
zd(qs981OhpAj^8R&1jFc7+d3S)#y+Yvq;s>IOqMmM$DyIX}#&Px8n?`s9&9s@Kn)X
zzSy_zzgO`n${oLQD4a0YAc1aG+@(6Z=*6<1z*%?@U$*c7aU4H7RCDl6PQ4GRyI;-I
z3MeQc89L|u#g<9nV6tTB-yWL+o6xWO6MnOoVJi*0OG#+)`NETobY@EXm*<twny<Wa
zGnV_N#KHo_;p4{lPQ7Y&<nARAlat}hPSv~Kwde;v$ob@}GL+aA!#CX?!if>q_t@~M
zO2m-4m*z`yr)~_I6p8I!7x=;q&KL4#*H@ysR6~SSwC|346<7BzE&S8__IJcj{MeQ;
zwrbZrdUds+(rNqPg5dfgKM&p-+Y9uo3G)c^@ZDx|C07<9YB*MnP=T8XaBTq03bpZq
zWa7K%(m-%(!k)Cr<H(G%nIfpEZENiss5M3kI(NxmY6(skEXO?x9=Z`P!_>A$ZB?PH
z?tJhgwT<hyL-=XK%8Vv%&pQ^!Op;3_;P2EP=5i|MU9QQO5SE4gGdoOwKF4B+5%gV@
zHWKmb#pyMZnWyk4*#&k}DW!19Lc=1v8ke(4e@`PtXj250+8Zlgbk8@+fQK?p*i-bP
z^RPdqX09nt;|QNFSCm_exzC{Fd#t<8kJ}5gV6%;$tr3U-#1iA}ryQEB(@w2j{xw$I
z5m^$kd6Qcjs^(4Q)TXyh$L*?VLX>zzNf&;ej)~>Ee8eZ!Dhr=7MS%1jJ4@9L8H1Pw
z0Z{_gN#BiX%Vk{mRbi_*m0>VX))i@>RNf?b!0nR&r+Z581X*|rkLI=mg+EHn*fB`_
z9elUP5aQ;2eVX4xZDpewGNG>7tV{u^)yLkVeqbIdnIBSXUn=%nz-M2hGpaMX|FaoE
zl7drPDw`=4OfVdPC(ryIOWB0zwXc!14bZO+){cH_7n7@5pzMk|6LOff<&fxT6AqUf
zpE4MY85w@}Q84H$JFJJF31kFQi6|vv>1kKkQt)AiI_le@%KMA1TbM;CPCMbeX`rJW
zbOG0g*IXS^kb0oc1<(G3{c6V8KdJg2$Kt@z&y0J``T!H!Amq#MuDFOn(d^Kd6w2To
znI47_9VY3QcfCSDt5RU*oSqFV3ftg#S31x9nz0gaJN*?LN_RP~dW9JVk5tKhu16z^
zNhVynC)!D@e7k(oW^xI4+hayz=4!8Z;}Tq&DtwOEf6F}RT~2ZA@FUP~!eFtwevQb~
zk+1;xloaBp@$ecBTDa*Q9@0SYMaj`7P=KKKm-U5#4C>}I=3RO++`-*JwEBahYb~oI
zhzD3!COc>sUK?0=f|7?}675WGuy{XTxrS)XY5U^o0Hwz89O=l*czXD9erTg?$c4U!
zO-#?Wq&A+U-)`}^*fOKS6VrUBIkE3ZWp!v+4?s#UP34Nus~Y0LvsuC!;;X=f=6=q_
zuh}HtrgEP0;a!F0t2t<Qt?bwM5TdAZ;l#sKrEA=%33Et>y&gt(W~#p^fQh^MIf0++
zOf?V@OS4(9n-dZ*1{9?Fp+S(5$0cfeQ&vFx`hD47R){u3$2qoPqG~!snUFzI&ajY}
zpV2PSj;v3*G^u}+ub8lHDIE;%qWD>(aN`0IOH>jE8{flC5GShoo?&`gR{os6j0%1j
zqA{@nj#2Z4VRg6->-N-5r$L1!J2NsPxwU=)&vtUD)|v;S5ff8G$&iJVNK9#`ECb>s
z-b0dP^zRtJBc?u4iYiCSOAO;<lGfvQ1YYd?>6px$*KR6em+6q7t4#Ok)hek^ZQBe{
z$@W7~ylRFPhAZIkEJl*mwa*5t%KYL5{}7~Bp`DwuLtG4CxD^ZtKTgBWo(UGwif<0R
zswxe2p2ebjgb8FkWWP0!V}D=Y`8A-Y^twOt%HTa>Ktn)%H7(<T5V1s^Z7lJPQbT=D
zETlqy6V-z?&DivY`JTCts=-~13Au87>&TggkGdvc0-9GuPTFSE9RGC%azK>Dxze5R
z^3B3}u&^WUdrPbpJ&ez3{^lt1wWrJ&w+~XPd1u;BJLp=q?@PFL4@*3iYtu$oGHHU*
zabAewEMX8u_|lrMG;P4ES_n`fiGCGU0v{%fMQu~lv&-ToIp(-UIdRBUQd>$CPqREF
zbgQCJ371f3Yo5p>-%jf+N`LC3apD=b4Ni-5JdY_n!f1PO7~lGr3@Eu#wk!39CGd5C
z!c4EOdZn)ywfXpo-?q>;$rtA+H4ck3?}f%()8LS-QVZyoiwHMx0g)3!(JO+BT>*{S
z?ER_%*_}2iq-HmW(PqvyO}<53FOZcXq;RMn>Bz4{Hs%hYhuyg2=vXv^5_US>xGs2w
zm-$V?VMHeZb!wJXB}7ez!s_YM<Pl;N-GwqPsc@kZHf_J#W;R1Nslak(#UzAQhAfri
zpjgJM=tEU2oNYt%)&Qc$tNqA_6q$tmEi#A(sD`aolY6E?_+;bgWOpyvf^?S4pYt{E
zU^FXv<9$H{I7n0D4Ok5u)nT?Zb)xIECN=AJQP6~ku4Cc1KW+%iZv-6%=WgqDf6Cc5
zscIw)cf+08@q0b9nau>Up>VQJ{nSJGyv4;HSjFZ}4ovq+ewzB_1J9^^r*b2iuNSj}
zb}SLEr%=Utfb^I5^Z>UkO|tpo-pcd}d4c<QP$jJ#>PoJW-Abn<R*{wr`@J{8$R^}A
zP~QxxDLKb-046R`HN4K0$N0t%%T<r;E&wH`^`x$mjt!`lA=Ad^>^C<{o{?-*oQ;9D
zs5XZ98)O5*7t<wJ`2tdTNFNJ2lo&flTTFh><)0wx(eh>9TT84w)SqDNKeL?{KRz#S
z4hESW?4HLO@-8P@-uEM~TBSmYVl{iNUIwQOBS;iwPVADzh-4RH(u#?#F1M<3>6`|K
zp_bV(tUdv2fV$te9qbdBi9!(z@%}7k99K&@!n=PgS;HdROWBk$@(bLRIPZ$jK|D*t
zkz$g;S(2aQsr-qkP&BT^!P0^N+holmby1B}dw_Es7k3l2vp?}lyN(>5{wRy?WUErq
zbh>XdOnau*v(?q<ixuo;HDPS<wzg&(BXPR9Lw*s0yGt-{49zZcsOb^5+uP|^)V0Rw
z*SFaqK~(*-IUBnN9@Ting@`A}Fn~HhT^e^tv{LbErYJ>(Yg}NH)F!<fE{r3cl5nTD
z@S9<eBZ5~JSbS6Uo}0Kc>(Kk$HSrF_GLPVIbyXbfM1frHMx5MZo6xH&j+`L$+J(>Y
zr|{(8rf59Iv#e4k)IK$*HEIG|NCtIUA{WpbWNgex85)S5Jo~%Z4dw`Q`ig-oI8-}B
z#wQ-UGol~&LOu8%Z^doWsdVvzE<l>1=PH1fh?zN%@%^ealdT@{>J*l~l1_n!*RvUY
zkiQ@-52HoeOoA_?jmcW%-=KK5!K67}1EmXUs?DKuZeIm3Nb~m23-s&-=3FX-wiM&F
zQF}Szyiv=P3*~qGr_|@*Ly{rzG^sr_G@EDWa-V!jpG?)p>Olrn5MYoq5=MtZ$@@YM
zlFF~|{JR|>XYl15E@IDHlMUnNLi%DT5jOLz!)k+0kywUGhS~dqF(P1dY1fqEZBZZm
zxDo~Bae7f#8mIxNb__rt1KpzTaDJ+e7KEPMS}r1p=M2uS3$e(%YyBv-Um9$y1nhqf
zUaj}gR;8^@)EErg<eMZ<^Ewwp+F9@TCQhs76_W@otV$xIX{_YaFIsk)ZjKOd*Cy2@
zXKvP_FilD1Re|GoReEZ=dH$U8xvo4y`bucI17`HiqRxS240%1)fiH##c4C4YBH|Qj
z{lHq0!C0}`j{@yfw}uu_bu7r^OB)0y4FO;ARc0t(8HOvDgfO~Wo<}{tPAkEQ`byNP
z;;0n&>ottSZyvtEhwmh5TQjg6b@`~>dC_A*V!aAMAh~I~i+dmo@iv|4qeqQJ8#x5E
zb3Zc?*u|4?dsV;wUKq6#;}5l?lvUJ=)TZ%#H2{N&c83yCzK~$-m~&j(b3SmkN`vfP
zP+&~lN;+2)vf)f%m#J(K8(G_K-EN9LaLpX-BzZWzN9+v>jM$8V!|%939&Mz-afoNz
zw_`GYok*Jaz+u_FJb;*$sR9|`q=ZDXCDH1iSYW$RxmGOXolHJs=)$tXf+!mV6aDEb
zegRUD#A8)4`J`Y;>d0LjUdStLUU5l@w-8P#D#YfI@|g$y98;)4M#tJcgAL>R;BaAo
zo}4+GU#LKMVrt#DGf7oztlP$!nKT}Hp|#F}>0kZ7IJ@WISh~Jp)Uj>bn%K5&+qP}n
zw(aaVJGS;tcAV_kc24g5dEff#IrY`~<5YF^tTodM)2pkxr>EENg6GyYD#-Jk)n`Qv
z5yUiJ>#X-Miw>j|QgYM5I+pG$A2rU7T~>v=AdSq#>MWYEaty4S@Xq+KNG@I|M-5fX
z>!YGNJ)wKXCdh&>0MTHhXJ#h`?VY_lto!S}PbUuMnPo5PE-C+f1s;o))?&^%*@p6L
zs1h<r)dgv&QIA`r*!<~<JIIc!hN0<x&@fs~#RGNY{?X0?^WolG{JG*e0RLnU+T;%@
z(b5hhbL!|%WAoOX+@`+WkPK6RaNRO88R&doFe~*A!tI}b$P5TX*A@bguTW|3<m%~S
z=^c-18n+gi*2s*o*S^(>rZDPAx5WN^0iJC{T7bVt8e541en4`sb_v8Poph6F9EG8v
z*(Vt;DfbG=BGmgFK!M-bCi~H@&bIu_FZ^f5SAAfUgkK6t7zRNK%j6ZI`?4prE`DBL
zijT)d1^+NhVA2?0?Snf_S#|*n^RrQ(YXu~l*Nq%HuY*GVQ<B@)mUDr^J1%93>aWG`
z@j-xq3}kte+H@2_<Si-!6nt}4zyG?Ct3uu?FL~t_mnqt$x<PcJ(%mM4LRID*)%Fal
z^sv~8rtT!-dH)Wo@6s1sXGKDD3f|#)ZdWjxlh9F6*qXz>E;R9rD~=fUX;hs5m;ToJ
zH6!mcsd{pz#VI`tWi#jE*a2U+$rz{1>9`Y1#7N)ypGAW6IpKK>i}YB;)MTw|@XYI(
zK=stpn#3wYutpO<$F?iA>sF_&7Bw7{RwYt$tDrg!w%|6s26=tRyLT|cdIJz5`V)}B
zbiF^|SQCysFeUJ;mT`R9Mk{mHey)oR4!w$i8pj36y)2;7jcJ`tC4<PymU|0*@#AQG
zJu&$E@wpmWuVU3J`4Y*utDFL3<A-exlQgB~G=93<zytzVN;|x58rk9mf80WRX^atG
zQxVUzM#4r}AcKIz&AIeoqRAqTQUPgWc_Zl<(g0?fT1WyGMFNu7ZfTXqM4k{n%NW%1
z&-{IebeVW{M^ArN@<r9dN^Z$;kttyZs}mE~*;+Fnncs4~0{p7_M$=^xZKm~wA*G=E
zBfs?6)N4CVc%L$$QyEK39_@rO)PBeOcvfvyog$x{iH8#?OPY_ST!2w`)_6U0Bm%nG
zIMeE7kbA1uNHtV;)zGeC&DCaG0O4RxAwTERCq%-T<<bJA6>l2ji=PY&bB;bl!#DWx
zp4DaCG0|R_^H77ENP$#dLaneS_6$9b)P4AJB@d5;)>nW93<wnNBhQFv)TR+llnPes
zQ_@cFmQTF2HwxcbS6uX!6!V-=f6+N!jO^!7%a&mh0c|*EuiE|Tg$Q8<x}LO@r(zDv
z!v!xdP37@sbV_!=-q6K6wC8kD8L^Z2Ig<dUY@p%dAH*+Xx}wV+s(r~3EzvfwwxTCm
zuyic?5!vu;|0V|%hWi_MdaMmC2|8hC(k%%Hj3YW_t@P88tD{VY^Q4pK*C)_iWmli7
zF*IRJ0zFBA_K&I7=$uQNM2!cNB6*x+FdB3ez&?U_NElDr7JU|cBf7j<bYvjMa*5op
zG0}!x+Mo(Z9E-#={E^Ab*LX&_tJW}8g!UFzUYFnZ`e=s+t8R9*<C#RVPZ*IVKW9!E
zWazWcA)7F6wyap<O=#6nJj!8Gh(!|gQ5Q7BZJHar*DX`Jhh!&Z`a5hSoN{l?^*AS9
zBl9I0RrO!XTTD`apI9vKyzVXdR$2Ilm}d!AqTtsRAC8xJCnk-~PT9vhk;RMJCSnVh
z<qO<jSDz+rC^e(^UL#G53)+d3Ha{kh!mVAWdFTHzo=*MbrCh(5O9wJi%j+$y4ljCb
zkBQzjXYv`Fuka6L^*;?OybtoL8h9te+nh&i9eYf3g*hN`>lLe5B>Y2MtKuD*)nKHM
zSa>1&GSlyx#u%_~>xBSCCEjNCSM~WM!zw~0s+L>N=tYb6qS&39UqxFVdwwBGy&Z!y
z)=CxCrIIa!@m|hMIR2zYxUEhe<s}B$cFGH%0xk&GNk#G2a}7HlE)?JjnlJxgdt5m+
z#rBg|or0rRMk9a5GLK*k-m@A9gmqWA{ZARJE9%2vEl-Um!iq8b!S}`)i-n@<xK;u=
zmiMQgrxCPq7faGcxjLcVS^Pw{J^idyi(<wEZHh;q$D0mCxLy*s#u$o(=h-Qe9DXSG
zs6YPQER7OjLDP7nJuH3t{OE^gO*~xO+05lV@_urTXV~<zt5(Ep#w2y1;YJwLgc02U
z9B&Qf2FWp5BH6h=&yz4RI6kt<QR|Eb(=5YK(m$A{+Dr!8>daMj>M8cUNba1j?$;gd
zdzF>t_g32R_nJH9C#;gzqUA8|j14K%YCF-~K%#ekmJa?2bBvU}T62;`TX)dnO2)=7
z0gIDARwUJa-DO*x;K9j>=>p#*+@?8Oek^T<=bc#oLl^y<V9qO-Ww-<8`ys6Js)6f=
zh6xpzGGjuE>N`Yfzk;F}h7b+UYVLY-_|}W!H4b{_x_uU2!jX3}Pr7z(!*-VYwC6^>
zp3Ygmp6L=(fyzna4{$Yvcjryvpt3iKuZ!?yND3O1Lem!>J|!+6-&I8?Oh}PHkCWve
z9al7?kYdjc3{4?FlMp=DGCCB_vPO!KIgzz~I?p+sS^eGO9CdPn;#RJ$M>rkyScrrT
zDR?zpstk{P)vf5I^YeJKrON{WZ%S-?yxZfUG_@wo-4v$doqk-(Mg9xTOanWx%R7a%
zg=y;y<4QCU=Jr0q7mv5trle|=_Otr4T>F0Zs*T<D+Ur2e&W$qdFQ48%;*!F3P6GUP
z20s)Q4JoAq8{w*=3kom<A$HE$NYNygTg-bq0YLV=HoaOQed>?B?okhu0Hyt*rtg<A
zPT>Qa+vpPF%wIJrzYflRB%u*y)0Y~nsY}-S1n}YWFVu2kt*z{S)UG|UGChn%s1KoL
zerDlSpv;NmMFnv}g|l3pt2l!f1eCT0q!<{q+LWMQ`sp%B-9|FbFR`BwSL91aal_nA
zV`SN!+^37B>o<LnKtZNrqhmsG2r<Nu8*oWpHkIF}!TU8DqQ*@gcR#S7OL8wi4F@@x
zlb{V^9^BnokUeDu<)KJ1zGyCOjK+@;<=~PnQz7SdzJH7e2!9FFqC0@__(gfhHNlO$
zi(0YZ19Z8VwEz5ktxhB2CZVJY{eA5j$_`Lsh0dmSA>}*2Wz%8<L#&Oo1@DCd_em(~
zxI41PjE+`mM6pr?eN1LhMR1;)g=M`0bwHqBJWq!KpDC9*@9V{BG-+5W-^=3II_?ZE
zyvY>Yx<Nw*aiKyPnR~Qwe}t3R-e+si4CPZ-+j|6yZEo-qSt}=-(bx=b)G^a6pfGv(
zArlqGD=16(Cs;ZU^~BEhJa~Q-2(q6DYn)B&YP4kv6mhT>g1ig|XVr3Aqqjt=^N8*y
z+2C-}HuKr<%9OFB*cQ1H?RPXua|a%aK<NjFQkDCPxIPP!PB}-!{YPm*cdGif9z#oK
z<lgr+ujZD`<@38gg&4?M>PsrzFcA+Ds6k{wV*l_eA#N+E<wCdp!#2lg08>9W<k8d8
zfTfG62h9sYOkwmi9GB-fCU;3#XEjbc_bzf?Zo;xhFN-PK0vuDrcJc8C^v>Twb_bDD
z34ODJ4V<5v_EuFoUsMqB&K0@7srf4>gt6@o#Db6Bl&p|07(0NC*1V~t!5g7nKKtS*
z*iA&b0gcn;e3%_z@whOLTP;WGoq=f+E}cdD)e5IdJUQvJ%C4g*^u@_{F@xV#!S;~G
zy^WhPraJxAxXKvLrrH>*ST2o1OeSvVp@)YYpM|l{2P?mxel@QwX+ygvK+9_zCC-cb
zGjyg22Khg|SO%~#jqh6-W_vGzZk2;O=T4C4d(s<!DFj=oa1x!2`cSa@Gig=>1{Vnl
zB+){9{667+GnnYiwXEJu>W)$lRp)GYrpM?-PrfZWm3xul*(ku8HI*mVRBxq_R8x6u
zC)n)yBnE0>k`9_Ut;L2kKD@zBSkehM`(m(wQ?+@{6L;DLyMs{*3bw+hLkcaWY|1s0
zr-}R=cwbjG@D5;+HSK}R7R-B7v2mULX*om|)Y!BatC`UP{`FMo$1T1U8|>=b3|58R
zksPhs+BnH1sPy(8lSV^BdyVHt!W?@|V4}5$Io$DA3$dq#q!gDcF3|o{E!BevYC0-b
zYUI~~c{T;aOJz~tV52govXSJBDo$VSoai51#U~S!R`$PMd%Bobew(cdaXA!85!rYW
z6~a;2zeF01;!Mx$&i-OFb>Wv}qLUTcMpr1H+98P;g!qcJ#IdgzEj&wbk7Vs*Ds6T1
zHk66|$cBfN*rtg0e;hIQ3v+1Ju+$_L7oQ$%INYj^Q)qw4@WUr_Y8&Rc&Xo;IBW>0D
z4Hj7{_W~$Zih6A@M2ie@0rna-1xg2H4CPeyrnZ9-dE0(w_X%R7OO>TDz1A`GVL81l
z6zv#JSp184^eY%@UeK8djXAi7t_!m~*t0$-N{m0Xfjs}W07!g=kE1Qf59cT4_IhJ4
z>1P6gRAyctF}r@QczPF;#0Sq+O=ES1ifibKaEcVVBoGRDlQ`Le`bG-EVJLDy!X{Pw
z9;`ZL#|jFCgM$tRmwCjfGEN8Zv>Z%!)Q0DmBR4l=R-j4=HmZ6lEmuRQZ&^@EStahH
zI>T&)W_il0XYeS)K_-F;5&rpQSn?&dP&+Ie{e)Z!Di~|;wXgG03<kZLbWpz8y5&sD
z0I`AlxY>koO-hvS-|F&(%0a-3rdCqdSC?{hkM7H6`p>CHbBH;q)3@Mq&K)-weaX^E
z-_~tm`Iy9x2&f&wFe^(W=&{(l^f2g~sa{o&N{b#uTiQ8T(dY<~=PkmpLTkmK0U*qU
z2K;oOJvg5*bjOOfsX6T@Pj|07TXM`3KeUa2QZJw?bAbeT4o;GNUM1JTg+x}tw8;6{
zVOIK!n+WUAuY%#KBz+RT0G@oib)+rduyi%(s!l&y*j+*il9VP&qq+s7G^i>u<PxRa
zfWllW633>E=^94rm_Pm!=LOFBFuT&+&!cO3C7jFaZgvUGCR_xm&&fs+f-7WUWOCeG
zxba`S9$GtMkuhg9ZE74Rkp9sjy#^a^uF5HzXAznZgaXDZjwHkf1){LY6b+a$>TPa%
zHycutRyc9u8XTwgRrC_kTupU;6{$Ui&iik>LAuit{a4eB{bZ7{SVQ#G-H8S#*pWOV
zF&KY?RTQceI;C|{Dh0})FDZ#Q;Q=58KV6buWRF`DhW;3wL}K-T&m>>>&Y(@ITK%wp
zWFRp&rz|*>$%e(=4)IaLP&|&J%B>t++3?f+Mb(BZdt@igq4&I`!zL*C%T1jS4b#HT
zDYPT?H&4rbk8$|EWfI|`Neae#1^ZshroTdMWZTnpDc_yx!F==0&S5UoVRoZfx?7qF
zUfk*O1y8>eu38t?Y2#U^uQ%*kerAwZK6GFgQ<XQeovSYicM;O7DX`mTeEYTi)Yzu`
zxB!mr>+ZRZ>^zWz;HkWLjOD{0hYvviA~+nf(sWRh9i6vMO*Qmxf!5yI9dr8pJfJte
zBA~0@fTZPGO*m7dJJ;c&>?+2>lf;j%Wj}9085#Fy&!_#Xiz$`=Xnn8g@vkpfV&I`&
zA#MNW);9NLPg=u~A!^qB&)>-#p-2&r^a?wHI}c8iH?;#AQ!w(Uaik-G*7Ze5Ge`k1
z#dop;OCqJI_6YB)8fn^DQI?v<ATRt)1WHOV!Sfa@4iA!29G)`oDjs9LG3v+cV@5-5
zNTb5i@D8=hb!eFZVHW)AlM?5w12&4IkFT%{@We?@pQ?f<vcX17{$&Kgy``SCuJxS&
zMW*fx%g>3*j(Dyuw$3M`#ORdISbE1ZIJ=|b(OffLhCP3yVKL4$f9moeP$<w#u$^8M
z&JVo{N&zLUms|DV&5?}m=_S9pZuGdaHa0R)K7`v--2Abl@m+B-s1W#c=s4M-Dh;I}
z_;7prD18x3TuAG-58e1L?d9uKqWqTI$4S|gSAo*&dAEjB!q+(T@S6n;9}48ZR!Vq?
zH;~Kt(Ou~9%)ymGtZ36ok*Cjs=O}?NnYxAidnuLf!G>RjtDY!Q{*R?Pbre_Z<c(d%
zwNuC34^|7skWbTc*|}|XU`0R31?3eC`vSq<;|uCqkUilV<^+-`kTCIcR@S}2NiG*Z
zUWc_(ktsA}JvP=l^^$37xG{QLk|z!WDy5WMf!KQ1@-5>h&L6=HC!_3t*i9XE?^)*J
z0JX$#^Vd}8^Mqc;ZX4fDd?Jqk#2-i8TVL_UCr#_-RskhJHgA__sQojO{Lx$?M7DlP
z`ysiW-r1uY#~Ag3G9KBF9PB)IB?moQ6`mYt8cHv41h(TpN?FS&<W18OqKSV1aRvGC
z8@N>nt45(iQ(-K!r7JMvjZnu)AUPIL8{ceqc+F0>3C6F>(okV<9r?dqWC+f`AavKF
zsFz>GZ_i%-Mc~`;l|!F6F}yX~9<zkOV%Inn<MzRZ{c|E(P_&JjdGda!L!QuM@(2?Q
zlmTy0rA5_R-CUSe$E58}Tg;S27#^n4bOe*Mfwuy~`w9u*enFFVr2v=A8>3ET6OyE3
z1I`GC&?c*N%_khV4WtuF1A?)U=_pY)sE3EJC<8_z2UsvPH$H>FaLvt1QG{-!6%L|9
zb6Xh4JM?sFh%Q$)(U<g{{kZ-(NGp)JWRd*{5_244P9wLAMW#fOPiRKXnkPxQB6E|E
zD?qA?!C?eAu}rcecuXl6Nw-j3A3Q{Qtp<_pq$06Md&QttJL^WQgqi5>TJZ(CG%G$0
zJMR1Oc-;v!)A;GJs&)-^id(OuV0?IwX%c%(_E3!MufMVGR-?<w->ifM$|%qK!m;?A
zO3iRq!54Z|DtsyXtopxlNywcBWn(y%exz|w9dQ`IW$m{NeSDzY>XYmAjf7L!e3I|a
zw_HtKAs6bQ%Rs#iNKmtv_XfxH!AjO6gIJF#K*&Y?0Y)}_s?=R#sXN<(+SN$hf%CiP
z)1(Lqg0|p}#H<OdJ1LjJ;fht}*|PHXo?n@x;JdY~>s9Y`y_7U+FKiq1!Qz@P7%|;g
z>w#}N0OEglDj~%5-I*Mz<yQ0#k?JEATSFj_`4#-C>}`5+0Jn07Y)ul$2`@9v_K+4B
zDMtH--ova@5~<poyR_iS7QJrSR9K0MDx>PVqbLKhw&qw3VGZ3|;!;d5^3=HS!?Yuj
zM(_bfeUH#e2Q%GFc{Z_<Wl3(Kkf7j(Us+=Dp%-C3JV?v%)yVf$qW1I%f^&62l4(kH
z3h#YNo&@$*3piDOUeU%38t3c%h;IF%eOXhPg=A2^qyz-w8~}CboZrUz$v^L$Q|IZA
z`oXIp>X;umt&IvCQhLjfuJze8uIUEiW%had!*gMz?rr$>pryC*p?{KG{o46B8A>AC
zn+DFgsIjk{h`jpguWZ)b!LcqsYlD=;a_Td18GYrkp6G$(W3Q=ScuKKxZ(AvSI*-SV
zelnv*C&xbhvp$1oE}NGdaH%SnYK^NFt~C`;JMBrw$(G@M8POlgvD~@r5y%6hyFI>~
z#kK2fmpTkbpu5D@$iA|>U)x*A9kdCY(2@5ZX^E2DI1K82WiNjx(blX5pBpy#k|)W1
z7Q=u21pbT}%-7<ra8j;)>RAy**T-ZGB_E2N-jZnR$8}T;mz^7lrRAiG!NKT_JHurg
zWU>)8eP{>SbfP<+=*q^vTVa|Go9NxX*C?6USM95-MG$L~e{&aF3RIw{8C5~qD>XER
zji2XOE$cI)UTfeOIQ)qaK9<|{+HKP+T|{|xxGWD%tx}#_8DktT?2*OvF{fn&Sfieq
zMgblOyJnt`l7Y)hYbPWYT$wYzvcV{(?JUJo!9O2^iM)f%%q;qWxX%3fv|Atoq|T?%
zb>k;Nxs6CsExdMUSpO->V8j}WZW$f%2{*H>PB}c%HMYLg`g~e#%JiqC(THHP!pwj>
zQkf80+A<Q_mDI-!lpnj@V@NBfnu5xXxjWzm?7oAYKn}8Uvlcw4ofSu#5GzQ!$f82v
ztsRH!tqg%GOolSUTc~UCfE|5dg4jZ<{ezfuj@J*~RJ4$t?742ZtKVbbD#`v%W0~&!
zR^_Uu?HZ8+^*XzLrSe!Gb`yp<)H9$uuOuBQ1k%301}RZVMGKNWpKZn2`q_x2V-5)K
z=3(P%OEQ$3AOrofwz7z-rUkmaJM;B%Cwu~!<PpmC*(a7q_kcB`^R{2*+DLTmuLAV|
zL?P~W{o1<Ju#ws_x3Prz#pk2+&E^Ts<1p%Wq`g}ybqz;7lgsSyM%w3Cxejmlmlnqr
zm3(g+$80i2MUMh$$R;2;oeUd-y1gB?uHv$QnzTuw&U;A0YjT>CA?hZD^lPt|ufdAa
z08N&yX9O4Wz1Z*Y$P-Fb8f>O(37w>fZXvb;)w0dT@U9f)I92cc(wd9bug4^`NHu3M
z8pW|IbmE;Oy_sV%S-(Ah5gXexiAYm*$Mdf%h(BVJ;;6wx$1%4TKCVWhrLtEPvesc{
z*}X+q_GfG|;chPFXHE|pN=M8e))1T<{$6$k_dpl1nVSh)uNfh<P~Okgh?1Q2inzMI
zdZ{2$_mFUQAKlTF4xIm+=i*_6>^&mud@}jm!8NZ^B4E`>r?Gsi*jgBF$-TLk%hoC5
z-{j2Olf4#c>H_Ix(sNS~HMokrh2dF(iYH6gig+p{b)D2Bfrvo9!~<4k1TF{lK3z$%
z!M1#7sC1+8BPrz}K)kjK`7v`luvOe{kLl8xRwuyS*mr$y-Zb9#D&5QF(7mpn@9!_C
z(V>>{<{w*iRlJbhPJdMY{xEt<J1sQVon5n;Eph?2Gy3BzHweBR2%Z6{X5G**>hy%u
z2qaKgim05vW<H=sSZUZH(AJK#2;K!6604tix0^8RQa)46D|ovT-bMRP8Y`8i&DToo
zeHN6q$&jonlH+IB4cg2XHXZY8fgXq$b#@kug)+P%(D@!QUy;oEKBK$oOg8*1_DX18
z;5*>VNgR8tH>i+5hrhRKU8Rz2W8Y^_BQtsN{9H*2vvF-BW-G><<zcAB%-=mrsV}bB
zKVo>;$b6m6i3!bL1VZ%K?I#`4x~~T|j?nVe`x6}amb0W<_8Fwm)K9frw(MUuUVRR!
zH6vc<{=w>Cgqd|yE7os3X=^rvVPr||oRrRZ8OR9SE8R?>7CXRh93GDTPZKOjLqrXk
z`ECQfvCIhlZ_r{A&PPZ3+E#ae1bc|#Jd|=t3AmoEyo)#Hx*P}JR}$Vf$MhAsbs2Hc
zgb)o6hkLhV<pDl~_D&nZZj!u@AuF&}8qd`(;Rw<ak?gyEwbh%yQGB_Ef1=XC=4;sN
zciOmEyCJR|Y$>ZItfF1J^|z^`;#;D@I<vZbHe_{z7@wYD9w-h94kQnWGu@5aWC*si
z!?x1W_*k~1t=R~B$52yA)FzJ;*Y}Lx|K=Z%mFOWi1X-FGTI6f)^0NW`@JvnrlkBMs
zs`11bi6Ho=u=#h>xV>N-PSxUFwTHm*xLw!tOP@snHoB8E+ISRXkuw_d*}Yt8YO*ah
z-E$aH1VS?jhquGT{!;L4V=I{Fa&v+4rZQ>E{1GbIvMn4QQnP(E@NkS>?BzzkbMyr(
zNvY*RHp*!1X6QrWpBeirN2uQ>#(pw~mq>#HCKko5*@Zvr>O$DTeSHGye|>m|xPX9D
z<zs;$@T7wFVDS2L#-LTWMq(nn2$Q3aq=E~S6@l`XsvjqFjgf?fC6*6;Ud+&pUo3$?
zFtTWISJe*(U_zvn&7{s8wiFiX(t18QT(Mnb@Rj1K51v1!a0lqqx&RorQrFluFu5FC
zZWu}bW`57H^*25qiJ^hy5Iiystl+S2CGxvCrU8h2<hY(YM4W@kz;n}h2PIEcELP^M
zjz7L#$4#TM*?G*D3zDMaBh~G&Vvdb}04E;%&W}HBTF&v)XR<twm%(knlj9aW=QSB+
zg%v|Hq++pRRBQFVT&bYE^yi|1_-xnUk%}iPq7uGe16}2QWt@m~bJz3u+}&Gow+~`n
zSGDGZ+zs`y(m|f<-Sp{V8iygdUbC;(O3)$yS*tt*buYn7Ju`au+%b~eN%8lpx(`BJ
zRsVw4mf|2te%xbaY3acJave7ZThDZ?mlEx>8b6W-cGzDpHS5z5AHo_nGCz{mm5$YS
zY#xaC{`-n`Iqa_SiQySv5vmTM-g{}UMKHL`o5V_usJP)5>sL^FEys0Y{TUYgkoZ<S
zxRAk_Ui%m05o)42^Rs?eMhRdlwWnB$|HG#TQxULGZFiOedSQDs%8_lO*9Ct~DSg6V
z0g8+DK6L90t<r`({S$4)+jv*|rYzD6zK$5kVkz}UnJE&EaiM1S)s{_Bb=Ni_kv0FE
z*7=r8L6K>v{95dn4t@ktwRh*LEVPRVZEgV-XA&qQ2$5^pRDza<QdmQD9<t?ePf+fD
zY`=ZOJZ~gR`pyjC2acyk$n`b+2k&sDOe360HL-ig4F4aXDs6bKP<f~?Dl<ODTxG#I
z&G@I+YoyE+8p1fNBBYe}UE!_Z!C}U)_vxt6j2B%m5W$(rq6KKX*{E(m^Q$Kv6D$(J
z*AhMNq*urpKTJ*QgE(*;_Hy?Oo{MmB5E^j@%?^ol5%7N8ZupwnGrB<aio#+vNh<6F
zY@tgqFq=itjA_dg6ffSVL(WnXYUNm2X^e0|Uvne-JMs{SE}|t<T%~j3S_PAgtuQIW
z>EK*ECF!x|Dbe*EdL9wZT^ffH*PDbJPNiNZPH2Ke<PQW&u8$_eipzX8SJqKJN!KMH
z+Q|W5)>0|sD*^I?@p80D`!tZ)Y}pWb2ZHUx5-?`lntsQ4#Q~_mtJ%&q9QQ%nMhGF&
z{>xVQA<6oW!Hjct27wrj#%a-TI7Fp{^6bS|ZV^f>g_X8zcCdlNk5$89%Nwtd1+eb?
z{f0+JEI|U`M~H}`v*XrB3bPif0d{O`FegoOX7i8`%fZ)acyM4`$o~DXg3vuec&ii;
z`PnDa$~}?Nw8)WZLF_bA&LN^uW^A)9*sdj72k&Xo_gs0!`7WI0Sj}bbxbOs$0LHGI
zazAjm;5`U<r%=31ee}TD&?6lE_FgASpEe{B>Tp6Hj|-YTf^hhVC(QN(!kKt?SqNfo
z0T}dnNzRN%`=2{gr>BKlm9|B<lJ4Z`CQx_JaP2l7Lp8xY-{-j~sHwJx8(U2HCry1|
zJksYm5M8s!qgpcCgrLCV95ah>Xa#Cfd@HAfZR#GL!25}w#v3@2i;a|)xRiCw^SZp#
zACH%clllq3)zl^Rk)7{mA9+`!L}L-I8E+*-JB^s{NWW8mQ{a$6JPHE)9b)^4`f;SO
zhJ^Me|CSWjD5u0rj|T@gn1bsG5dRMBWi%|*K2dBhKD@?5l)PNK_742$=<mzGl+o%-
zvLTb<%U)j;6ZeC?5hv`th|v=Bt}xJuE2$#z`H1kNQ+lf{Fx0(&<Pju6hB7_%v>$59
zw49kw2N_9)w0~AsF(`<;73GdANEm*Y04~6e7Q!o-RHpGom+<`*riAObr^s|8KZg~~
zU2po34r8;mn>?gRzbHPuO#MiaW($AGGw+Oe-#(x@n(fm|e&JRQitzRZEUZ|+2Uo^k
zJ&$5LkRy2kIFC%#0hD}%iy)54X3`}j%|Gbj`x&=!42--hH%pk_1|pWnyv?y44X(7h
zXSPvfl`D<kakMI&6GA=1s173^&(2_{OoEb~ABo}hmL((<fYW^m!Y*`0;e39J<kmb>
ztfa{cOxDkq-9AsLVM~F-%n`E*xIAh9MXDw;8LwLXm_OHTg^g7u0GMolSMO{>X_wR3
z3*QEK6x3FGZQR;ti!owcEX#sWHW`Fbp5yioxCY=3h!Z~CkkH)Wj9{HvYgGYccBNf^
z9c)E#7-ugh$Q+OoibB*s{B(zbRe3C4ijt3(a`41}OSW2h*_?(sK_js?@lp-kJ2#k7
zgzxaN&Mrrk#+$xd%Cs*pc>aCPr{Kl`o->k0boDWik+Z~QK_yl732#+=K@eg*%d|fG
zS%^GeRq0YNSQ@BqIfDUisouo8yvo)Y@Lp>74ASR;Ju1?yX0ilBM8Ii;9qh2FqW&Y`
zmo*>{AJ?yaZ9R93AF%qBnoItIgBNTbjr@%@=lGN8_zwv0F<z#Kkuqqkdo<~1_?hQG
z77bNO2>3mqiA4=fA~ZvWfe~lnRiyb>v_f+wFW;Qh0GwPUV~;T;O*)$VdYi^>rFk+i
zv5C2vI6Yx&?&`ayttWJ3Te<j_{cT0db^drG>)eG4J(;0psC%XWW*E_~+)czXJB*q8
zT`i)@>|8nz1rsMTR5LY<%rf3`Aq%3;&WTwgcDHx$YQE@a7qWJ)>Ea=t5B%_JHFeae
zZ>PQ7(wNfzhxPZPEzBTnYjTvEQ#33?5sorMLh`2lo@15s<qqAZm%Jlw-JR7<42>LG
z2l1MFC1B{+!}9(H*tEy<pAU!@{fz+7z2ZTso0qIR7cvy+=tusy!yn#EtM%sthh`5W
z`nuW6z?bVNCK`V5Zmn{mVkXVHsymG`CY&RAWoSo9Tv5p|_tSEg6$h)NCT`9LwmdC3
zIi?ZZo5CA<`7<~quhTaTiS%4XNkvOZeRWww_~u#74M|Wt-05lxYuvkeyEtW3Xm8L7
zuFO8&u}w#F+U#db=4l%k(CF~JHlq8rc(M)nYNZTKHx`$~u7z|y{=s)LptJsyl3n#}
z>NofgMMX=Z!drnn<Zn*YMGa{}+QBZHyhbR>%@TW+`}PYA8&FzjWK13lHA6-_{Nyte
z0bV&aYvIL7{B;s;yNh;K5<^MPYsLyMMUkRhUH#qH7t@%MCZS1ne-O~=F`)JkI*CAd
zLxK}2QdN;=i7z?8*=VIACAB;~6v9cdPc7I^h7YLvDbfngMeaFB4r!-L72;Lo%&M)^
zWcIdY-;X!^*2RT<l4H{pkqsYgIm?%070t#%mZ+lKCFBA8{qd}v8UE7ug~$Nx{RLft
zc$j=8HyS~x4faJYX~N<?le9jeR3(g*<y4<3YALH{djTK*Kk{moDCRBp8Vdjp?a}Ox
z))-wD-yeUPl`POw5^Lixoh($-j+mv!$z^1&6Rx#lB~XQQd^T^q&=nk5Ue&Rl9pM>%
z<xb8`UEv~N3-1Y(Y;SRh+FPeUZSjWKLvQCOIjjm+&FJ1v{)Lp|3#^<M9wwS{RuHG%
zYzVr?ndE!vnN_W}bwFkh$aEea?%3_7b0GS#su&c*u4cTxTBXW)waI>6{mF};zPuXy
zV^(U#?~G6UaP<$OwFmX$co7FbV{>GFxviUTco$djdv9S?L!zz~QR+OyPLxp&L#UJQ
zU-nrOU<Lw_mX`@jrWtwQ7QL*^X08c`8WU-)hZ=?`zFfa2Ech~3PFSHGSk}lG<e~do
zTT$kB0>ANJyd=;nGL*#-$d7;NUM4;!jpg*oS!$I~Yw<?2K9ck|8WxVm&Egj-252P~
z?njHN28(nKQt4-!dsZFnMxXpD3Y;8lT*9o&7#qyW(#Q>H+H_`&f^BSl6Gd%)&-Zxh
zV^n^HqsrZN>$*L0X>c8GvH<H$N^m)Ft*gx+BSYl3wu&~G39Ar6)!ltO_{(rj%H2Y9
z<}dcPHZMoUcD%Em<B(H&-8x+M_EbfrkoHP2aQlFN=%rh2M#~0+L5$po1W>82#vYSl
z53yhNGk<ND@vqKmO+c^gMZjfwQS+ibs~{8*{>U=?fijdhj2Mvb7C+MyD#fQ1iV>Q3
z`ql&bng%eW+I6l;)&%jr`4iKG^qAfe6dv9_)q!&=%WZUn#}@QvSJTUB%#Ddx6bw%y
z`|k9}3<+VN$04u7JY@fl+$kg*_z<h9AI~r0^0}cm^VdSDyIWyNxSXGt(Cew8-XCv!
z|E*wJEvcN6448ck%?+EADx{<LH0@!50(V3xZAA%^9v>ecPh;zsFJX?Alb4ugK7k!A
zb1V<Y7f%JA+3^V8RVi9@=n-e39V+0dWjPs}+*vmWEj%?O(7u(r%?FSDA_1s?+O7_A
z<&dTlaD`GEo3AqY6v_B&#?v;VqcGH-Qbf&HjS}0kY1!jlf_bHRpe4eUcg7a-(s^w!
z)!xjU0dwSarS5E#)tmPn!UibA%#*%xDi_=Wgk={ok0b3XrBGb{Z(n|hw5K2e1hTv-
z?nnyEswn-mPoAeF!N|}3tMFG$p6OqVwXALg@L{JP00)8|PHiCbV`+|9PF!l9?U+2?
zxLLF?!vmk_Yh`+q*CD^S{rcxo;&LW>Z}#|7Cd?{9P?a4qoho8fyx%g&fy=>?LM$>h
zx4aYQ!=<^$^T&#jM>;v7(d=r0rMzl0G->D|mIf{w@#eo-MgFgF(0?O_4)(6{Mt0vy
znYNgkin1`Rh@3Lhx9XwdYG$WS#QqK4iC7vrtC+bGQ2~Si!T=F~C_oG#4v+vy0;B-a
z02zQRKn@@ePyi?blmRLLRe%~m9iRcw1ZV-Y0Y(5Lmv1A{%Ebm?<O(nb7(0LKL}sqG
zX6E0y|D>J&f${(*0F!Tm&;EODXJ-U31(;fyIh(myxd6-n|4MoQGbcAATYx#h{GY`N
z@bBVo1~C7A&%w<ZU;(fMSb8~Hn%M)a0M-B-fGxldU=OgjvNr=b0KQp1fFs}=Niwtl
zx9NXV|7qCK%-Q7I>;rtiS~-{koB&R4W-k9wO5X_wS2I&%+kZ>^Z{|OR{>}X-=?riI
zxR}{l{ipjbX71lTaIx|PxY!!GSOQ!Du9nVbW&l?Y2Y?&E9pC}*1b6|w0p4cL4%FZJ
z*7wf;wpYxE{^eM{H8CNVe>(HM+rM?VZ&uR6h3Gq>`9GK-E6cYnCu;VeP3W2a*+$CM
z$kxh4$ll_+j_*PHr#@j}2Tvj$dR9gvdggCV=bM1}*VfU40sO~6`)8YfDsi@Qbain4
z9$q8I|EZsyljXnMvi}kig^gUy{wezZK2Bu62l$^OgougxTZvI|Gj{!#y!)rE@814*
zV?<2<8jSyAC%O>*D^Y!a>;KcS?-Ewd|63u`fA!{nQ9K<sb}j}sqW@p(|Kr~<|CcWJ
z|K;CsvT}XfYyTJihJ%%Z{eM6BcHh`o{@r{3BYt|W$F)PU;@ab~*H<FvRO?kOtfREF
zK5qG}MneUYiB1<v+t6BPWVgwrt+!EEtH-Ukh+iOBzb!s;Y(0H^&As%cxFjESUEc8i
zaxr-F8}d`xmQ)-BHbYbqBW4OVBu->ilp0e+fdYww2@)g$vbQ(k9EE>`1b56Cn$LGc
zQ+^dVm$t+L3mHx&#>&k>fPr4VcLog>3o?YZYAj`i0z(51D*bd9Eh-C|L~`f^Rg{3L
zj1nH=1>TUR@(^I%n7|I<`Flm42ssH0CL<*U^Ns*XLu6>li53iYD#$p?2zDt-H3DxL
z8a!l#)&C_u=rV^L;*^1b@pyBC98AO;rf5m2r4L+)h_?^N8tOGPzr_f-1Lzjig93TX
z$wUgowLFJ=dI!ZV!ein`VugzY-PlpYT13U%33ClB3hHbL631B=<nzF~O=x)}gaqC(
zPyhvk4f>LL(ztIBbv(E-ghGoJ?i5M%cPvGnN4|srJ*~2aHS%Qw5rkUY%^)3_K@E$E
z@D$mxNAk%XzKRhEtcHOQgo@ubIOi?0?Bp3$8ArW*j48TqVC|Gp7viQWLW06V*@u31
z6ENe%f%w_mU2uKX+)bjyFL_?jMv8Z`^BfZ#lF`!$jdHmQzNGj$1quoL`7_rLtB?~4
zEIAbf*oZ(d6R@oHtl?}T;PKmm^cgd@CxB=b|1W~;h*BW<5WZ0-A<!!79z3Y=yndtL
zc>vC*4<t}X5P~BWge9U&Fe&ht`Pd-in1GM&-vvj59X}*_PeY>PUq=OLZ1Oq?RHZrF
z{g?eQw6(P+<+V0LUpdzT6k=kj03=!}5@<9uWJusaLuBMaGJE9bZLQDUFOH|}N`A1<
zUz>to=F5WI#evEJR6ARj4meu@R>4ON?z`ZhPte^|x$#DV`2l7Q;3$wnP6j()7B^oA
zFJDXV4Rl|aYhPD>s=XT<{yJX%SziL`P#~9wPZ{_X#sIi_Qdh;!KEcn18tiig)UyG+
z9sS6!Hfuwo&RIo4?yir!NJj;=PQbJfVSEtx7xMfz+d!E|2&vI4mBMoa6DS&3h~SsW
z@B_{=I)^l`Q`)Ot@UHere}bxzuo6PQx4ft>2$WC>u|JURt`m<F5k{<yJY?pTgC6Mj
zJw_@x2C&EyOej~;BH;ehC|HzF5opLSA<>|rc*oq<FJMteph?&d01-5r_@4a}A`t~R
zn)t^Ufk%5I<uopb)ThvhBb5C9*ZH8JQ7jA2BOwzJ-d@Nn#}R&EqX66o<TGGW5x|PW
z0pTx$@<b4D6)=Z~HH`@YE-P19=t0<}%IEE)S~ajo+R07DGTCdLK1v&zC(PlKr-(v%
z*Eb2LB}hm^_T;8GS6_LJH?Gi9VA6rJg%rU-fy0^yk-J8L6<^B^OcBx0kL%r3rnosH
zK1pLq*N@?NiEQ{fpH{dlT|?m!AMp!c`h&Ndw19za`}A@#3(*L*2EwL+taW@=S^#D=
zdqk6u4rhP1Er5S^TqqRTlytXb^QjDnhZC=ChM?Q@m+THCnEhBZh9NzsSUz6D+gvXz
z#*MAXo^i9ODJf^+2ct7=O=nW^#5J^zE@Od!`Cm0GYVJSb7Ihe`O|mpzbBOtlM{T-*
z!5OxSvVuQ#rVk&Iz-^JyC#je=M<8a1G#fWRf3405Lay~9R(dp{+LpDpso~XG0Laqf
zw@Q})GNKSR&ReGGNnD+IBYg?+`H$uqdFC2#gQ?0+EV7xwn}Nb<%13gF9VLu=5U>Ue
zyxEj7`xHM)`EU!->EtP8w(<hRPZOyMtyI+SGQ*-24FkrxM<@_?`ez3Q-jfo-?seb;
zLTg+msQO~^=fv-7$JqH#`p)QsM%Z+^cJ2`|{gCHz@uDQVhKB~7S|UZaYDZFUEZw`=
z4~5u+g%>q{&8D_hn)c*rPTh8w%I^|7iMOJeQu~5BPq2w176OkHq^Qqy=PA-d_dp-*
zPhZhipa0qQ$TiBBpihHPy-tzvi!=UF-32}7y7h2{SO9*Ol5<&)VNek3;1bb8vHYj&
zJnkx>-DaxNN`snZS1jq=el_zVrHks6TfAegbtU5T342Tyg$=_$^tbbcUlBva@tv}J
zCk8w9>qy`Mqgv9$;`qXxOsp?y&F>DArbZ_#BhjblEirdE&*Z=R&h;<JHqB(imEz(d
zbR1J_;ycHn0|ysbYWw#xTggP;4DgqOG6_E`UU70)g1K9xL~zUd>O)fT`!@gF-Z_k!
zGoR35vXbY9JWXa)nB}6E(_%shAW5loIFFW`Q~tm`Y6vo<S3f!zsC4$IcRg@#2|{^e
zuO|?EFra=l>B+joyD`Oxx5gh(%5kxtvp3-xELcClhe!)~pI)G!m_+wZzxheyCoFQ)
z!mJa;yTSf*W{9NR?g8${1O4<Ihk*N&@1fT3ZJ~2EW-fMSWP>s@HeV7D<JO#nT9#Gu
zcceb&=e5AgsK=$JT4J<M?G$d?$Y1B6;0>_MPjeJfFLr&)3ZAs8{osYFuYhIWHJM(m
z4v*<GR$uh%x4xX-34fstA7+L#p1NhF^=@*0VXW+XldE!t%gUJy(c68S6g}{iEh%0w
z0r3$qusab$e1q+H_P;6P(759DwiT0nO7)L{Uab|b^SlZ4CgfEZ(=*f*H)?BZ;LiBd
z<v;Zk=Jrv=diAO$VVkh_A&p+#!sKUdf_uy&NJ#9b4tQ(N7Up@)F2Fdo1E4hau3aU<
zRSzRW1ErdZDVb?3mKe}=o{b?*(z~z3fIJ%zT7#c`3D_s~bYGl4evUF&Oy=Y=3Rfu~
z_6PtuK%v*)@-ID=kfp>z<+fD`c{WvEn#(^%=8FEM=&ikn7nXEI+GJ^4a3(b*yyu9!
zd(*lJ7Af07NW*zhy3~F;s_(AH_z9I^KKan0lqYWGexuH=I-M~m{{mav(n+*=*zu62
zn_RvUiEj7~L=DS8@wT+Mt`IUjVdaymx>nGxx$-NQpX>XM!R=J);`4<b|48j)z<8@X
z+K01Hx;+YKEcZ-W0`Z4`fwJA~I!C{TZuO~_9nnTF)NRN!>k(Dtz8|e)_H0p3>gX!B
z4On{Y42yhwT&5GAsaZSzh5}V;=ZZPQ_>TzvC||xzU$VEZ*l4|Tj4166yzT)SL6VY8
z=3b2)%)=$6@l3`)S>@vi1S+u+^>e0wBl+#0AWTacwtVlDaY7%A7a=x|r*YLgg?RT-
zA|H_0T9ig;yFPs5k8<M|ih&w_VMAv#o-uDkvS=p{-xc$X=3J5pjBU%eotrn*%Ed>9
zP!es|#`b4qS=SfLo=EL)N{_61_9d?geh2u6ld^v(c4|>_S-mhTAWIh5)IKnhi+d`)
zCb#8IDpbfd_LH*=C`SFfW~bk#kh-u7UL3NIQtO(l(HU0{%Z0Et{|?sPBdEg736fLf
zjMYTXYIGbkk8Wb^s;9Z%6@Da=v9Ln{v&dD>KyEpcucgzhJQ!nKEe^`SalK8KSW4Jg
za0O@R{(dN#g{jD++B_CW`@0x6((bf|yJWciQF*}c?>%!-s@`-Ygd9%Eq~+aZnt!w8
zSwvI(CgoXq4*GtS*&Rc2Ig*Z~!Jj8k1R=Vk*<*xZZRD7pVN~ydqI>R|Uj5VQkA@$t
zJ*R&iqQ=msZz|N<vy;0SV*Il?&9+_YZm5Qq%uj38>2z{D=Z<cjTa!k!oP|jb*|~nL
zV7ypag(fOyHcHTVRQ2F0GHGUp4NcxmRcBD#i(9jlsXv~6vK*CaIvCi1`6qL}%yJV#
zdOuN>)w3PeujKJLH56{Hye*!;TT2fv3RJ7UaJg0i50^|Mwhz%SA<0(3V0o1k1zrpn
z*^a>V%bHbLVdilsX~lnD7aw;7s=VWQh;m1kR2BXl5pwQ*RDo5w@>991?KLeDmc650
zd7=+GzR~W7h$+l{=ZKA8Vw)M>-?;BBlK4D_OjvQnfDaxu%|Cv+qDJi6_4_Q6GdbTf
zxtY~-`J0$aJ%qvSaINd@0X#>3GbMc!eE$sX*hoi9ne1J%Ev>6PxnT-+j1uOM*|ala
z)f?e(sFc!Wp=FTUxQO;%+e`R8N2Wyd+Sg<*fs{7cv}Q6arQf2f;unn{NDgP>{Q$tL
zmvzm%GfVoaGSO>P0{n3~Z{+^|%?jvRZ6GVWt!#MeK~_-?zS?YNP&GxSkHir0D(-?M
z0*AeA&g3E!UNHCh;9`yATxVNdl(T(1N-czrt5YliMz9rHC0vc(ZhHtr-BleFv9M<z
z?a%(a9K>YaY*Iq<={-SU6DlT#$V($~XQIj39GC!@$MF;LYdO~yYtFYBx#NL+5!Db%
z!?^u97T5c8kCGgB*-bO<kTT`D*_H6UzCJ>=C_HUz+AgA*Hgdd`nqcbUu;1>8F}AP@
ztd(c&5gKeI|MMP685)R0i7;F_j{I`y?{vwzKxEkL2h_-Ws9BpH660QioWZIUVo*rC
zJ-IcHCIZ+e5;V(Oz7T0Ex%xess%6JSxKCh%VP@T{cmJ*GKz^C-!z}59gu?W|o5tkC
z3svgXNkib9UTp#?=EOUj&T)LQ%V8vY!DO>vZ~1gCeT9QhR|K~BUj*M@(bDn1;=AGL
z<G3qLhIuk6^UU<1=Ay(I^;t-gdsi8rdCikqh<2f0HX%c%p5O<;YL>hfCfo&p*luqt
z*M$y}Sk69mikj?~qPWyP{Rx%2yUv&AeuN*Y=Gs1ljd>}9=YJX-%#d<bb6#Xr`9ife
zX(|3-Tru2q=KVpAnfwR)%GepMcoc;ZKB9JvgsvdAB1x!6n8&PWK%(x0ZUVTheUsz(
z5gT*w44@m~IjIIf20EC;@2h1|hvi)`K_I65Q3xm&k4^zNAe8#!Ug!4TrKbisnlZ$Z
zkYneo3p|KvH5XlV-)b#6{q&e!(ST&Jqe@f3_nW60?*-F(CD#6VYV=F>C-oOuj_IV2
zPBTSF0oi9!xLy*PNUWn->fVxUR$wk38D>x<U$2#gcntPiLT|QB_?!OQoNYU9?Y3mJ
zV|ZFe_*FmHv$VcW9gA|;7MXrlL2U*b*AI(ZeQgA_OCfzZJ99C&oBYo+8lQFvG=E~y
zkWY{;pXpvu?;~1THhex%nQ)M;2C|YW)$<$S?q4|cKN}_(3CG>d@hVU%t~?Y>^?4?b
zN*$cpi`i5wx6;v1vMFK67jQFNO7^ZZkBV@Vww7UG1+Ja>h>%*~O$$yY_UMSmXd9R8
z;y8g%(vc$+Io4?E`f`<jbkM0Bww9GiKx6O+v2Jg4Ve_Ytn^deBd`3x0Q~elY?C<}L
zD0?of`@905Rjv22bUAY4dF<_I1!eLgIxkqIp^|!NgGu<8SiEuBzac#?tMu_NdVY37
zUHvJp$NVNDR(o2gN&OSjS~4%g8*{UBO8k!(C9L07OA`p1PYa)CE7}cci|b2fDv+s8
zA$D0X8k$O2j-l#*l&#K+J}CZ@JQ(Wok~$z)`~s&7FtJba47t)LU<<C~Nenx_6*n}!
z?}beN4#$!T2*4xPky$OTC*mL|ploPUo>Y_(C9oF?v3FcgLoIeaKV`!Z5KvQzHV$?N
zSdZYiUvn<%dWj&EC+o<6l1wSs7Ku$4n|fU^c~~VMvFSf0hzK0{Js|>C9<Wm31-Jwj
z`F|$FLKhTiF;FLgR>Ig4OwKL;6gWF^Mb$lgEGw;H(z(|TsEFG(&&^IjA%>p7MuM!3
zXME5XU7w;Wi5Jh;Z2*Linu`lF0NGgj!6vMKhl)Uuz<52EQbN@<N)HO1QZWXcZjR@$
zp+SdbLe^lcgXGfWU~UzCpdLMV90XS#L|pk5b%~CroxAaSw{Iu~@UL4p<xI{~aM_!H
zz+AmloBU!nV_;nIh#YzX_=-#Om)PK|`!e}Ri&mMo7980NEC{Tx`&g~;gvN1Rnxi2D
z0S<7t7g;w{Zo9?28EWySw4iOUW#Ntm;C~c(y&g~9RuY|ZnS}Rm6^1!QCqLl$)=E4d
zY#vf8#!Qr#Gj0SzE!KR`sf>vu?)EV|5rd|`A?+!?&g%hs`95!TeHPRwkzkz0EKA*3
z>*{2y=s}u9Re7^DYri8>Yrd#i^uZ=M+00xX==n3}lo#iIGCP=irSY!8PFf4*d2ri5
zA7~rBci+G|s?Wgg<en3Flio9uno-gm)}LO(w?!2<bj<1eF0JX7xy3*3Xvm2`BnD;O
zBG5!cJ9_hmYG4VL8k)o5+YRg1eY~U|B-}i^%=%3j$oYmMy{y*pm{8;JG_Buc80oXZ
zL#Mc0khAUf;U^j4w0prL=XW^)_z{#pAvWZRSk`SCi8c#eCOK-aK((d=gDQirFG}Lz
z)a9NLbaKciVf+hqINjHa(qX>Spe8JKyLH{lgwWl-Yw_BIXa&kI&M=-pOi23FjH_fx
z__$8hEXRY`7B3v9kHL~6+RrtsSyh>KX_J4~g^Cq#e{IvKlPq%xV;9mMw?4PP<;Sl%
z+C#kq#c2Y8?e%(TG?ujP-hcp${-5?Rja1y1o9<{X9B4VsGecM-NqyjiZ(QJc+c<`*
z9&XywZ``D$8~vrSLCs@(PMf!_yDfgsKa}Y4E_hAYJp2-3fSslmwVsG?^!84*XE|W3
zQKFsO&NumnS~D1Pa(>yPqvU?<B(&165lENiDqHp~*6aW7vw06Z#ZBy%X<NV4ku-4*
z<8fTii@z1GRmB$vQU=MRz9r4~&1U`{#r2;S;EwJhk%z9<g1&L*pyt$wOpLu3tNoW|
z%5Xn*V@}b~E-y9Ep2$ql(Iv5c>mc%UaZQAJFGh4NV0bV!um(-y?ko-(4h(`T=Tn|2
zf_<Pd5T6cG(H<{sj-~u&972o;$<kqiCCcDhf4MYt3*D<-q!wsOAVHch0CYZOEBE}c
zJ;wM-ul+g8<}zM^`SY3M%ilUCf83V7JwxS}6nI_0AS8-Ul%oG~EKEa7%9r1#i%9r?
zSbOInOS-1fw{6?DZFAbTZF}0?)3$Bfwyl}AZQFf%o)7PPzBuRJh#U8hilxk~thH9{
zs9pQFGas43GsR+pV^v6ts6PKZomYTO5EyTLyqEN+Xgpg~*nc_DeS~DkOhHtHlMdUR
z2amD*=oIOq^BKFocpl;~0nON3_OmhU98%>T)$aPGRT-~mCYA-T*DwHq6KxTLN4^8e
z;|l$`$@+nYRG8{(y9X_UAZqv$QD^Zeyp<rBH8ev-VBmn|ygfq~M6J41W&xRr{X<4f
z`v>%V%{N&*NNQmof+3wbbjWpQ%QK6MLzCUstyoSf1y<gNvRW;Fy>fyY_amZ*G-7^b
z`e!pzDuR8ZW!akX@4LIPMVV<(sKA&hWyvH;4Xi4^;9ORe2{|Tx0W^borWCYPxE17W
z>ZBEnI%c{D!?0&;w0wL$Bi|&!2*KqzFh-$43V`qgZl^>?da?B|^u+5DHq3Jq=l-oi
zS!7K$r_r_CNH|k7)miP5BQ)YJc4i#qb2ctPGwR<x3C5~>imUs%1xqXApP2NP3+7;e
z)CMQp$JV+8*zse++LTF>kpVt#=MC`gICL!n-RauUwff8i@pjNdEz=zC1BLXv+63=o
z*3`e2-YcG@t@1&0uOheCP<*v^bqZAv1C+ZS2VC1zp}MV1T%!W&^l$Y)mq0GI6qz3}
zsI}We_$Nz!-)w{H!e83nY@ahUGfYbhu>U+-P9zJxvX9_L*CRNXkXlwFg$0|impmum
z?Q8PY@$P8zwX-au(q)Mz*Y`sY)&rwExEL~`(^3Q@G_&oHLHbW-tBA;7*Pg$Iim7``
zv@p$RDjeHPxf3KCJoUXU$Vv+2yDdu|H$t=~u}9OKy*o4uH-O~D7Frfm{7%0n!gE(t
zS|>D$LQF1OeBrwN#W_!0NK{0a>J2%=J(y~eXG18}VrEV(uvwm#v5o71AwA}*)tnGL
z@xBeGeDfWARh-5{kd0|=TP&&QlAEQ>zy*h?gJHIo6OTu(@>s6!ku<B%m4o^4Ps2mB
zi(t6|QqnuHT1r!1l?KS~q&><B@*AQQVS~8T+!X4^IR|hm)R>}far@?qVgedd$;Ch*
z=cJ7Zr6`RkQku4&Y`BU9p|Y8FM!KS{chLsslB#2WFNyhu{#>y|AWGrpH_WSB5$=&7
z^gO-6VlqiLr0d4R8Qm3SegZ9|rma0y<K!c%1&7j&!}fuOgEWk)uT2<DbB8v1+IXIP
z&$A40*qz==^;JP0HM-p8`Tmafy{w<K3c!Jg48J5`Wrpd|)l`Y*o-|xnkUM-Us`Ev%
z``2@V-|s9?kIeKmU0i%jE-~yT2$;LnIhBy+Y!!fXm=;C~;F*hpYY>hAE}deXSQfs2
ztv5(REYq_1SRSi`R<Ln39cy(dnLOfMD6?yUfxLieyzDe>;ac6wl7({x;l$tX1OwZu
zXzg^OePRsKJKpE^Qx@r2(E144vpJ{*%ecj>edKu_Ag&nEcArm@q%D8++}d!4seT@T
zs$+koKf1J<?Ch`TRJuBr(Iw+xZ4I5_%~HvIvR9s4zNaJ%{5cj03hbNFVVaAmpH~C5
zvzb3ef~C4{cJquAe<Z<|vLUEGU}mhJw^3SZ=gBX!5h)+nJkdMm0Bhc|)sHnOr1Wn5
z)_oO%8Ngv6<i-DlDiGiXmszRHHjp#+#Cu^pQ@&*1(;=f4;l)*wGIPyahw5qRUjfnG
ztN3&qJ<<-jOg4hgN%b8?Kf0YWLN>8Y$l4VSXM;7bF>;80&Um7NC1EoASd7u37=yS^
zHo?k!9;Uf_<{F*;g0Iw3k*>0N*a-Y)_cCn~Jp;wPAMd&jzChQ?C3+I&wslnnET^+t
z7z9yS62IzKKzmI)t$q#(Eo`VHMDU-sq^L1Qp7k84rsyGZ{GQ(*hi_G-5Z6z^fUtzb
zS<cj5Aj@aGU?7-OW$7<>(_lv}G0ef767aH;>p_>ko2(vFCrE=5q~z9p#4`H4jNJs&
zE=<^CD?Mv)JMkO=Ow9+LP{mQ!dQc1+x_cPj^YQdctG5Bn_O|!umgf)BI;NaAm*VaV
zE3gB`-R@{_m``-&!)H$(U6~mc_5MXJog>ECv-=q&Vqiq|^ec4eO6uj=5}Sv~yO}=&
z+%kNJ4ODln=8V_J3z}<S<%CPe(%GL*3g-4bn~i|0u5_k$=UODpnL`^|4*95_bqxyJ
zW;Lg{yyInaICL6gtA}6x8y98jorhG|4E6L)yf65~Z>e%7dd*5YRGpHN<h<MQkvu_q
zTy!f4yH<3~y`7lWE*vH~OHPa!A8U9rQ%mU9pdGJUGB?LF-3(&w>WH`v3~uHRhPrT=
z2pd2zwd8&qb}K3H7ZKx6Dam{CXB@Z%#u5pX0sg))o>R;1o)P0DXB-fDH`U;)%FblJ
zUyC4#SIa{C>|^sU*8%=vxRvGcbn!dx7mw|edo<Zpi+qAqWaGNj4FaCRgf#UYPx{!$
zYVK<$j!WeiwzwCaUC*0zO~?cLL=Roo3b#~C3db#3z%>%ZL*cxFnyAgFEgp+13Gt{5
z|9tQU_CaINIQ%->RsHHXngXUA+Zm><QLqioruGL$-Q7VM&jF!Pb$iWaH+7j05i;z3
z5M<sxaR$R`Lu|7hC4X*y1pB67LNw^jh@SOrJ&Z%6)U2w)$q<)=D<T0(agwPF35K{y
zk?P5W;7TSkS9<nvk%AbTgIhLIH+IefOZo~#jJJ=;!H>^2E}m;cPfuDzyYs;Szt^%t
zW-JRUdRxvJ@6Dc;a=c7y&b&@9_q7J%TB6<FPX4B2r|2Aod;>pMODQRWW!odu#)@16
z{nzO(`UR2Z?^rEVd_WaDW~B61=p9G9iJJ;~7i}VZ@G-A>8Z9_#179Sb`*$&BAzGry
zAoyr|4=7+o=+(2HxrcnH1q~u2;_vu*VAO8CRGHY7@Uzx7@jpy{3NG<2DwKgQ(&HIR
zGHUB0o0)J5Om88i)U8cw4ew=F!%IU2dRqo6GzioG5mLmHvqh_H?667!8QPoTawqs*
zbT+%yf6itJV?GaJ>qWm;=EQue17U0FYIIdwNTk#CWWcvbE6JZHG`_L;7MV=kcXJb3
zUwzbYV-z#XQd1lf>zdvL##vLM4s}~Xgwsf)4eRe>S+(UtfP=Bn>UNQ;gxTOE?Lvy4
zpL^0ScNvHU{`hg@M2CwSp#?rav&#E1hAl%L&g<~UZkgV&(XsFkh196lrA9jvaICAd
zKziwwJJjNnc0HfNYxQ<)%iJ4%%xe!5f3$;wFo;30E0x&qKu)WXOLM!G=1!0!twO#9
zb%?s8z!u9#;InSjppeX?F>L;GrYD{o59eABlKb!=s?&|@EPNMH=(cOO4`MB|KSHEA
znx-7A=%<oy$-ftSpj0oiK^D{UWu#qZj>>9f9KZjRv?N^r8qhwbR!~?KvdMBJz+_vq
zg_Wc<boZ<=X>Sv6_7=UP;85<;D>3<QF>0{Q4cft>RXJygzRAnew+H%T=I%Dmu_%r@
z86-&{dj~oxT|c-usEGYf+dV<?38N=C*<4XY$h^(s)n;IbfU`z?VYb~C_aoK)e5-zU
zXe0PE-VK>gS88UxYAd~sDH1ks{mi{=yzhGM-Oh7hQ@J0vJk4aNeUT+KOLw_SNR${Y
z;xy;NsyC*QUQXi=?d-XmreMPKA9XivU(m;K<KcTVDNtTe{<$*biy3NZUT+8{X$4yY
z)^uD;<P39(*f6+Y+(Z>HGNC_|JYud0i27TMu&uIw56ptBMtnw4R9$OD!&4b2ii!wf
zYDMxaD^G;&Qi8ON%S9Dz=rs@xu%{8TjxEBR;%_i;5y&{QH9~4BQ)K2q-EY;s5EP>Z
zyM@ZIC(;}+kyKHtRXIOE9vZfE=z6sXK1?4WO}>6`U<A^-BEgZ$aJtu-HXaWJJ`U0)
z6H==&3oVX&kTGxTKo>XD_aKofKyJYjX4aDDlCnF$YKY3t7?68X#Ahxc>s|r&&p$+h
z2UYW`O|o-1FIJX4WrOoKTzWiTDmskB7c#cxJV#ZeBZjNz^*g+LKpll39T?XiXENGf
zkB&J%ueg40!VzTKd<7m2yVNyKt*G5fQSN<cBCX$d7`ujrK`>75{+7z0I6ZPrgJ#SF
zv6z#@Hf@$;JyL&gBIosu_pMQ9Da06QFTI;t4=inQ^?+5fn!Ic}7qTI7)$Dc(k}(Bo
zh6fbO&c1%qwA=MKR!}+dfLtI?q%9J^vtO39>_maZd=DK%%1ekUu@{Q8Mp9JnVo2+3
zg@}%Dx)00hdK=YAcMS};mFE^<8t&%&j4+pUPDTZu^B47@C+A_AN_4W<l9aVA+N`Un
z>b@kE_Hus|**agTG^n77tQ;IQip>N-n^{9-GuX{+Ei=)@@Mcd*<P|PH7mdIC0o&5L
z1~9o!OTj+V89Nftmg`9W`~@(m>WTP&LY0^p2p9<L3@r(uczFH;CixFkNkm3XL{{Z5
zs`QsR`G-_u|KCWZ|6qnpE&dWhfAOII;DEj<pnm~6{{nOVCyetC8}k1vjKjqKpD+$1
z6B7YDE5rW>7>DEEXX0Nl&i^(O|IOmC{=cI*|4i-oMXFgCJDY!_IDhe)|0{~a!tw7Y
z4ioc#`l7|gz(BzI4H>brvl4KyF@0k>9N#tO?_Or6Z$#(s=>Ir47+L7pIXO8wI0#t&
zDt?Qxe~bJ*{)%$2G1IXyFfcH&5ODsh`aNR=e_5u#hX0ZJtHH`j$Mh}9$V9;LPxC*9
zzm*C89)HFDs{P~3zp4IDfBtXnfAqd>{4M|5`7gP@b#^8;I?n%al8uAozx@5@GMN9n
z$@VYz+5Xkb&dNsjE%?{#f3w2O&PK=aJt>?l1gwnzJpt^jjQ@R_fAw;F%l_xd|INZ*
zxBl&n|9JT?oxe-;k9+@e{NHpr|IZfxCHr@k|7+_1z5K8G--Y~VF~8;hmVf*ItNpkB
zU+uq3_;;=T*)f01|CD24{JV4huG&Al=6g&0)n@xot1RC;>U-?p&@I+~zZL$U&@Cng
z4yNyqh5rM)^$pK`<68eY!brfx%=r&&_TTVU<P)fThSd@n)Si50tCYQ4isJf4xTigm
zHuR8Ac!zLat5%(2VJkPv)9xj?=l6F7pD%u=X=5^v>Vu{BrS=?1*r0N-h*Z#J7z$Xh
zwtD;8dT1b$M3w^%4#4ws?aK4>%uyDWbhhfp-mlR(i$?!xIyU{-ZGIY(O#k9)gtWpk
z>Opx(7@*OP6=0550G!SM9It@$a{yUaSN|`JfGkkJ_~J`8GyqanKOPJaXTjn)0Pdfh
zYw8*uLbvZnhyr%g0NV%%+eV*jxCDm)&drSMpn!?eI#vE~v5|+xj{vZ>ZLqToXTCzS
z&{`esTu}9O9`5e7>0GU~0a;Zd7^#4GY}JbZF1gUNE4b!>&k;-lEAxQQc9xZ+EC4cA
z*eSl0EWOFqc*WBK03!N!MsOf)0@~{WXaZ&cB-{eRvWU665Fj5D>Nk2|lYYMJ;Jtn0
zH(T~!kDt`Bu*Y_0N={C-fd!PK6JW-mwT*S)K+1)v8ali>X@JE95j`+67dpKNzDjON
z*q%zvp?zCL89;?Y^8m#N!C!|*hL_fR$EW?LhDKlL;>|t%0;@Ej^|1il8~}pVbfdlt
z<QCt=S;+lH#Kl&K6*!QmpVwy~jg0_WvhQ52y_4}DpcRfbzyp#m8(>7juQ&}r9YCJ*
z^YiyiAb?zCfMW~WsYf-S?}VV+TawW|g9vcle9`*iex$#^W|xMMAYKF?9T;7}fwZ$W
z{JQzRl;7!v4z~f+ms2}{CjC^|2=@8s2n}-&dKmWKvut<(U(aK2_5f<X9$u~z2#xz`
zdI>yh_z!*Y88fou^CJ_n{`63OsZr9wJ%T*f+TQ@Fb9it7;NYBV1MuOw`dxhuzu19)
z4t&~`m6uKRR2Y3BE5I2;f<e4TfE0Ru5$=9ojpcqltug?7vIjC@FwF=6eB|7)>mM1g
zf9FGf_tg#P(fRzE`qWeS)EoKwQYE=Cwfkzx{?r5e;{T}xj_q0Ft0i!_GKE@?EvY{m
z?Dtu70>0gYrU_|ouy=Uv+vHeX9E*zxtRZ-q85Ee2l=Y_Ph>dQ6EteZq9#zry&|`YS
z9|AaLU<V9T9-w3W+3rT5dw%{U4z9uL#67yP3&dI9qarYB`eCO_8Oyo6TZ6j4zXO`e
z#hvk!utE4RG9d(fdjN1n1v>X=ix^Jd2-IJPkPZMsT+fem8S|wk@ZbQjHtd7+6@3@9
zHtb8#3xF+*KNP>0>;)VWV7c%!;&~a+`nN9vxSz}+{4PlC*r%X209zY>D0VN|7r3CM
z!gC-&6UC=stY+dT!4KN;FVXkd^KxGVl8#k;kg@7daKU=3cfr{6^uJw;f4e@uyL_MN
zk^J`myaf_){o#jDOk2SRIf;MqMT8eIgKG}KdGIA!U-y;3!TEgtVg<HF`|?9z>*Yrz
zQ2DTe`oa)^(ERjAaGLP#?MY<wCHU1{^ug~%xO|F_pcwU#vr6z$`{>vR7Vv2R823Sp
z!~Ls$gP-8n7Jq^8DEE5-6GR<<o;yJ`!RW6qVR%a1cXIAQ%y)iE2-FdN%O4ElqY<#i
z@Qv?(U~Hp(rLw+C#Mfi1IfZO-u5-F?g;Iqtg;ILZulR-N{Cj@skHTK}&>s5T553?c
z{02$k?;{k^K9|v{{4xL-dm6!Ye5h;F<Ocq72#?*>;qCph_Zzf-1OIhD_wns%@(6!4
z%I?JrJOt#`13ZL9!c)#JL0qT*^q1rV|5I>V26LfYwXfcFtkePj^VJgv!Z9R^xNatJ
z1~ll}B52FjLMWnV?RlhwW5I)-h%TY`ax#(gmJ)O#LU+$TRiq}uS@ud)yWR-bE{(TM
z^PfJW7G}-2R6NqqmgQMEJB#L_cL$)eje)p`eC(rYA+?ljNc7QusH;ZNkCKt3V-{e(
zhCeUU){Fj;3^q~=HboDVL^^-$RFzZfQYl1$e0=DXQ@7#jDx;}xH0w^%WH~KUpy%rL
zL=;Z~-|o8&WV5F}i<nH!GoqY#2ZUL~gDNV8;~GEkbcsL{AbVM+Tw_rB_RL;;D;~E2
zeln*Z!tS8CJaDKE4a%Wy!STK~AMk;5jXT~ji(VCFldqqE(`HCoM<2K_Dc^DELOMxr
z7|nT*F3O-DQ!3!-nrdbVCQ(l=s1p~OvEtjb<1m0TpfiutHGxpyC7ZZ{Y}He?eE#JB
zn)p1D&fI=-s#9xO_+uIZ{K{UYg&6X#6UA`|>dqcNg4GElZ?N#2;pkoGb)`>W6NtL8
zx-4Ed9B2&YtE&{oyAS1gWjfWwUB>gUGpl8nQC9T#*;-txs|8YMkYf^-(pA+T?d{(a
zO7T~~k5waZ$-g#HSj@*=-&F<Y52Lkj(p(XWp6lf)@P)i7zyxxY(f#94RyP7RH$oPK
zUYXLKAuHmL{E;feVu_9s=Q7o+gu(_TV)+CtBu%38UWi$d;_y$@<cPwL0U7z&LF8Wj
z?UEd4u=+xn@S*o148mgR7EE_##mAiY#(g>`1jmOEa<#A0>LGdbb_jaT5Wa#^6TdFP
zqV7N1$fbocaQIu!{qOiDQ<CcLCQ;>1Ad=<eXBoSnv99zg{W7=~r&_d3Ly(=voliR7
z#q_^0@{Jmsp4SPc7WCJI#<h%ELG!^-TCnJNq7*-VXJ%PeQxT_`=R}{w6~ZfkTrleO
zU+Gj*CNcXCfWq4D#rtx6r@yr#D2Z3<fI}VCXe9Xj8LxEJcBwAOQ5r$@Ma!ts4U4Y{
zdRA8o)ot+{>~jSnAqBa#r7Y;USyu+aErxotAx<?hq;qdOWMi{qCgeeN4GJ8*xx;G3
zj?$#6LBK0kCOg-`kgtk~wu323j1FLRGd}qEMoVP|gH4Z{Z_$|z<6`}}U^UD(($9#K
z7_p)HKm=*nLhsysc15nbujsqPCP|bkOJYB}??^ry53AIY<2S!jZ#q`@dW}9*{sCe0
z(_EulRlO=U3pTSW=!u<<kt4(7YoN8Av%3?Sa;9fs^JU!1M}8b3{g-g)0E0gRswY#U
z#@J7sJ_@_i(hLf8Z&Gg!;%b{K#A5$bUPMYLWX7_WWb;}R7_Lb;!E+wx7DczfAU<4B
z*lWlZ50N8I5nX7&y&G>_vF(N;fM}N3m|wwMr&E&LWRrt8>f19Av6$id<BJ+?`*XOy
zD*i~}iTiNujfii^@a%?y2#jtGN)9K-s&P0g0<{Jv(t+~T**^16jm7y3I-KD1T=<hi
znBKc}(Q?9%vS$5}_1^MNPKn72t+$7^HDu;#sPCzxo(X^&HGe?-1H~SrKSW!5h+4XL
zA`&hmvHB5$340ichXA^)B!?pCBfWXwP{#JKQCJ6*qo}Z^kw-fVzN~|xKgL*k05=-;
z;8a95ZEL;*`KdQ69}0!xM43i#J69QGLA*#ZX-+kZxOt@SjdbLfM+ygB=jI`4bnUkC
z{fd)Df=|j342riu(TeEnOievO3PX8U2o8}^oje3FjNm2F*nW6&AXnnt;<D-4>OqGx
zkFDsPK~A9j=q#&PEz0%dR<D0veKpd1?;mns^SuoeNKsdBA}Pt7U%fhlXNMYZYl_rn
zGi0gu_dnKC*p?sH@~sWvRbcm#|0oPvG;c`$mETEobOQ;9_#nQKC^if6QrnFjsb2ZW
ziXs&W&F5}jJzp=_<%#Zkr#(o8QOkL>1LylX9sxv*gWwO{zSV!@S;NcQx9`h=ftRIO
zH;C`6QV?B#0HcJvy}fIlfHcAjG*q2n{-EIl?UOlL1NnNxO3Nhya91hROc#(RZTd?}
z$vSgFTYWUz3t0bJByGia@evZeEn1O)#SZNfdmY@Nn+acsw?#irY~a&vY;i)yKWgRI
zg0c?vT@>U%$#{_(@YV1$WYxJQJxk={!!VFIEyLX@&)Ux8dz|3|-Pkk(oPt94Q3OGl
zT!Vil6P9t0qSLIzz??iphubqZ%z)q7uuf8>?66~-&=1f9G^ePD3t03iID72(P30s6
z>$j(Q^Vk;uuw9zb%k?Ux59l1P9^#gnD(5O6!E0m&OiZrHj23L@&yQk2@23L_p~fRE
z+js=ka#gh{=tx>{nRWMs+WIXq0%?0dbDY)aQN=Yf7ME*Km6F?rtyEq61U|4hUX8uF
z+P9?ukLC~(T250s?fFR(B!TUi1cxrS=VN{vu-|6Ghv_Sx>Pgjx<ut7VGj^>}a0lql
znaSSOZ&WL9v`dsyU_7svKhD7rJe7?S{0UR)Ql1o_g&cc|=^*7lx<uW^eCUyb%h{XI
zB5YKqZQSG!$daPGdbtR9xi+4oPOyhIqI1;m(8kz=fZ3C0+pDas=hER8!4o|7w)X0c
z?dg9ME|2BjH|@+FaAhq+1!=gQ|CHXrlrsYkH{UhfoQ10NIov^qr)4+aQ(vtfu=z%e
zT?Z#-&+N3ZW14`wsASLNOR8LSTHa;5Nr1@}a~Ia8QIqJgY(Jr(e&O{MPwodxwHTo7
zOILADMD?mowetkpASjWJ(Am-6Mi2_qniq@lZ^qW6JsuIC_M163l7bW=g%Kd#-c)t(
zcOA^l7M{H-F;#8FMDNQPEdd%G+kOmC*tl*q@R``>&b92kjn_J>x-Tx$`620<<R=bt
zSC9{*pZ{EXT=xh>YG%+fyc8ZOhG@UU>QtDXK3gZ(c5F7}%{f^?#mDQ|O|L3jSPz-_
z&OjNBT9X4Il%wXPY$3lTB^|lGT^!emsQz)UBmFi$$Nl7JBoB5LlF1*H9sP}O+$t0?
zmznWDjuj+TJANiKm;|<g&o%2=nuy1`uXvK&yeooeYA%iKg2pOHdDtfI%?~I5yT*~s
zubEkBwxz{E&nPHv3xiGBIjt*TuU9GUPsKWBOSI+|GViS2XQu)|x<a0xTD3<eI+0Y)
zUM3m_3ZC4ydHtGBvAMGQc$GRmz&4*)zYZoezA6t8LR7<eERu$b9|;zBdNh=DIiT3L
zi=Y(@0KtcXHG5OM7#46;=2d7;1drRz+r0$5jF93dTiqzMGf50muVpYj7e^U>Pp~=G
zDZcQAHa1D`#aR;$-{b~f!Ec#iN#&W^25!*~#qihmAPOM9tL5;R!}vXZjQfG8IRq+`
z7YaA}P_wkaf#m$F#{nis70jZ9UgkIP03S#`j5&F(wl>_}nhM8kwfN;LdxV{6#NkU!
zlv(ueX>W`ea>G5bIaWoF$XEY4mtaevfD;;|6`-<`ADAP{cm1)3KfbybKo<hjvn+64
ziV^AJ)x5aP`CP3ehON<g$vDrZ>TwxTz`t?>)IR$G8=8pL8gNFi$Pl?}P{0f++BLZS
zVRr+|l=cd0VLE7>@T40uS~wa=)IPnK-0t_9$F|XUCgb}%Hb~i(e~K1e8VJA<Gsb$f
zo;be>*w#5bx?_(YkI37)m!qozlg6soq|K@|*ODaWP^YzI-#}s@VBFKiOLp}Hyb0UQ
znJlIL$TKY6QJPiUS}?icxcwz)Y}5~!wy?2D$ZGZz@1dVKa)8f=U6Q~tQwjOgLIwKV
zGA}hjR6b8@OZSyQF6sHj0pIjV*M0F=psn+S1b9<<X*I)b?bVqu*<5eIyTJ|iN+`%6
zk)8YYx^s^V$n*%aG<qc~J!Ga^bkyEK?4z&&78FElPLr0`4WQ;I+0!<6C?CIE(7kx*
zg~;A9rVQ+~)+9<eC=K}iX->`kc*QCy%#L}3DPXDXM7txu9T-5%WnPvou`EV)iCIxa
zNW>BOj98}aeyC=vf$f!g?u8h~TVddAIK*e(jR8Y}3qM&F7oJzT-4esd%89a93z|g9
z^rQF_DeY^8C2X3oqcHH{TTsOB+(4?O`B<OR1ZS8&YDnz;gplbZJ?>;Q-)Vqf09=pP
zJyirw2L6PI;hQ~@(rg#;_!?pq2=EWQ`D|%-mB6j90#1_s&eVWY)&hWDHJjSO6lV%@
zxSbe9yaH7IhbJ340fGD=z+*{ngDg(ktKHHB5GLguka}`%C4P*^Cg>CQIF?;Kta*5A
zFE{Vi=f?)^kp3^4!UNI{#g<wbIs9FiObR;E$y5h|?gzWqWGAKVQc__lU|+?WvpB^L
zt*kr5uA=M;AQc7Q8x;>D<#u6*bp#4jAVf9(7QmrSgFwh6DANoUc86l$6G&(@n0UsN
zx<jQai_DJfF6xEaBwYrwO#8%u)%6FwuLGQ8Em9w7yjEpfL3}?Wu{$QFHg)~|RYl2H
zu*R2oxUT``npsI6_jN=ipofN1U@WL<oso0L+*tX3w#c<USyFCjS#m;&j&$TD_OPc!
z;DH6Ya_`+s!sVk0tKM}E=7Nwj{hl_*;QK^v-tAj&s5|@q64?(9WBOss=cm1j2S`OF
z&M52Qz@OuuGH79Xg_D#8^>AL@%{INQ4uWHWvgC5min-P9`FWn_qwCc%VJH#5?mvFh
zZl6%%CWVHMpi1^okgOSYNBx+1KX+y2Au%PJ(NgwUVL11Z+#bI@V+@$9Zy&ozfAlLh
z;noEg&I%<L+Igx;tJ$v!b@#z7+=vsD-39%IUgz$TU`4mWj*CDffGqH1Rnmj2b4Gke
zuIl+L&q%_{Q)g&1_E8gm4?kf?5Gy0K@g0bi4QiD2`0Z*;Pa$c;VWy^mc|SJcBm*7)
z7SJQXAmUr8VSZBmgQQF$c4%5)PB_+&lG)Z*GD1XY>0Of0a^!;AXv=(V8-s%E&#Gd#
zkOMP#gnwzNr|`%rgP;mMO5G=Rny2H3WduG$<4JAumds;xFXm~TAu+9JK$laaU-mv-
zdSv0_(;^_iAJ%>zQ!CKlLFpfgyhQzh`^kiJBJ_E3Td%^$Xb(3;qH!)R0ZHHy`GIKl
zQ@(REegBA$UA1H?AMQ<s7L7W|&9-Rq<UN5~rN7tk`7;04gDQ<|=K&H&UzabqoOkaJ
z)?6AwcfTcnjXsw-bCFJdo6+a6iD8f;%snYLkI$XdwT6cC`8(|>n2nUfL8m4f&GM3Q
zxG~)pI`o|}u1xWVV0f*^lpljKWrrpZa@o7rDL=1JZNBr^opW8PILk*1+uU!Sj@uIB
zj`GwRf0032d6tc6zr9+dB;*ww#|;d2lt0BA<mL$M^Nro|{v<plV}RMi?Y`t(+p(z~
z8581M5V$+JCy5`q((=t)-d%={1Vmat2VfwoN$*O8hA;7L-%IvU<12rme6VAFuE$uI
zd+jbIs+LXh^xx{?Fpc&uqtB#ZS1utMeq>~tQXK1*ZpabWD=gU4Ue_pY5rKzoP0^!H
z!d1qMb$&FowG3TUg>L8be%t4^j2yCoZB8Z=LH?1*FrNqQc7OEw<KD@A2dGSXRyi|9
z(x2Y36%M%(*4r~x+G9}f>dPsWnB9!uIta9nT+ZX{9EiS1a&!TxDtj)G>2?0?f}BE2
zR*7^SJ!wi448%dSTy`E!8UL4wmcx{~Vl@|F)pBKl<PzJNSaqQxKc-6q8j}w)-y#Yl
zz_KoK98y`De0-ROzb`?3;ZuPAt>_*F8GM=0NeN_DyzJeKH;>6>dYF*gb1(WRcQTx(
zq(V?0pVF?|6~{ff1W2$UAig0XC(Vl+TQ~C(bJOWI%}L1NDEc{-k5{xu&)XFwR)mCF
zqoNQ{LLsR%_IFm$$)L{LBP{+?Zw`YQJt7mv!xX+;&+jzsKFek<djrAHY4#}Qd&*L>
zdbAaR(P|t0<x)E|0dxf3&`Y)?Y_9t|JY1TknZC)4PBJv8ywB9rR)@9*pYOychnKfO
zNlK1!1K?FVyQ(S5V#-pws-mDEh8V&u)f90Eq_v9=P@Pi1WLSCcX!v?xQZbm5rw<%t
zPB$jM>2O#cE+z-Y!_*+A*W0%M(V+gIYMSet^C}qPIK@4<ONt+vkzcI{FELAVj6Lt`
z{XTXrsiwC)Mn`E4B(W6VeY87S3u#4m6Y+rr(*Un*SL5RK>PdQAkXxr6dmensbN0v}
z@9hvNwm<1VIO}iwa|Rdh50~@(#vIrhDzIMXQmYheML7RV7={m~6|oOoCa}WP0s~2U
zR*aGV{KNX|=d%L(PZlmw_t{?BI<N1@9^v)6x*SZ7VU)h2TnBvcED+aXb{-DjF~NXr
ziG931e7DDF(wFu(dZlSFZ%YFSmOd0aZNq_pgHxJJx>RmT9~^J0%9q!A7fhVmU11$*
zz0g{pW6GEwwqAV6e2mXZNZuB!M9Sqcjh=Mi01^^q=P#^{_W4hYr06I+srE6JXHjkk
z-iB1IW2rV93dN4?zl;u6w5Sq7`PwyGF3zuk7|WR5)9$(AaS))MqSb0$Mm0B=OX;5?
zZQ`b;2ff_c0$WqPXKsopa-MZ0npxA-P%tDrXC~`?8y57Ru9^9L$|Hx@aH@Y@X(SCe
z%zYxVkN05FI;UcLg|>+Xnm2XV``~W(HkC{%T*wP(WLL=FIi!|&LNWIQLRXTl=Q=nM
zIu4H<;@TCIw-xqI(L!V{IEtI{>LW(IJ`(=A_iB_K?=PD|(0r3BZ~94EQ8Z*}L$f@d
zHjyyv!}&^i`k2T0*n*rbrT6C*DyeJ<(D_z4ZR!SyU9l=KB;Qz{w2JP26sF}EPW(JZ
z34WL_DJ7|_nos1=%|`kHgF4Gr7*KQhEaE9RC@ypHQX$o+A1zt5o=RihF*u7F%i=r8
zF`XFj@nw6|M?ES(rGeO(4cO|RQvF}P26vo;M!U}NrTjtChP^?^D@-U&s~hjR>F<ZU
z120Og2U2OJyQ2&<K9Td{fMLA{uATCS*c^P-fjAB0)VO`7j*VA!M}@->7F%Qa5-JRQ
ziw4F%%&mDj&;CT<)mcqj#k9^dF1Zd0?w%5TKHCKr-w&1tr-RwWCm~OT3nyeKH!lSQ
zoTwcihs&WcFw=&fKYh>1TI^vLL@GWNU56B(S3~3a{bC|NPh5f#(F%rsAg9|iJXi+S
zy%QG%?zyO4)@HV}<XvNYP+y2oofrf*TAtRB=>b#dV^$w6$S?C6{aH~V6JS}UzG?il
zc3{v8j*?2p$ccJpS$kP%JAlG01+FUCd%Rh70oM((^(NLZaTY~MK;%@vHi~PgO@CVO
zqGgYft}Hy4W~sX{f6PB?J;gw-Ct94?+dXiAJ%B0Bcp+Qa!|G0zobmp8#6dU6kW-9{
zT^6*uI><s}Fbozwt0Na?vBJ=8S~+Pw?1y!<qh&2VWErQBJ>BwdP+CJ&azuNwu2|Ha
z5|C<=OYREZzsK@Io}NuwF;eXieZ}%x6S;J&hsUM4mUh1GpfqYJmZTg_AN<uLquUWx
z`Iv4_TPR@Zxi7y?^JN6{Il81;6%6vHOkpo(Hf;+qLi`;7N3>_W%+!W*203O_ET;Rh
z#g#2N=-sZWJ&+d{;$*L9<YAvE!r7R(=dFA{rpvmgsd(kq$9>Go;Iz(M#Q)|%%)bzf
zv`aX{|40IU7z^q~@)yGrxX;POxmTMHiyn%K-FtGJLwez$U77qq(Au^{9-s-8WJqQw
zg@&%N=`^cooZ-_aRtrYk#Cd|(r8gceL2V{}$Jb_;+?<uN<-W7%bqUq$k@tEEw|TeV
zh^IPG8_Atvb-3G`f<jJl(Ut6x>tYfg63HgfAr<DbYM9I|pHJG`T<Y)`;@4=3lW}3f
zFjA7VS{tue4nyxWP6CoDEJrq|oFgBprLKqyKN_NR9_h66tn%t7p9H-Nrue$d;tLG~
z$uaGmr3;afJNC`cPc2Ugbt@NJ^`EcQ+5nb?t16@evQ+o+hJ78Dhcz)PlE^fqw~-%W
zq0!Rt`**Z4h~4Iy_09OWZe%h$7e;*KQ$waHoj6W2^S%i}WUUk|kNZ0rmhbNE8bc&r
zZZ==@IN=wrZI~#WG(#E47Cv!WQ1>6W!FE7K!^-PRN&A>TQHHWOU0{l$SpDnDWygtb
zOvZu)P7|EiEIyI@Ct(d<u%Y$<N*T@k5Vad^ZZM!E^_>UPC=!~z#!t`Q<L**of?*?P
zJv-H=#^?k)F@O?<KppUEZBq(P25PI%9zahjBp%#zBi$Wx^8*<ishr&=PeK{6Odm|j
zepG*9t=|24f4f(%r|sPKfFhAC^vL+pZB96#WgcMK+Wuh)>{RvZT=Ih)Wfc}LZyU=2
z`+hTIziJA}j^GGQLm0B<)(b!(;Eixxm_;Hf!{T|@g|^bhc;`4+3!HavK_F^yHO$zD
z%Q_uoO-{X_6Gof*X%mYu;r9lJOD`ZX71q>=E29o#41z5um2^gu2!R<l6FI%;^G6Fg
zdtc!|OA$X+1pcxoH0-K?oKwQlY=q?+^}Ok^KMCCDg=RHLGrbrS?ovhX8f8+ArRT+m
zASUEGZ@EqQZ~VjPOCP}==%sX&n3OT$jfG~EJ#^J#9w8=dRO}Eg@>VSY6bctcpD6eG
zZunFD8PBC)Ny=n5r|g!{aun`-tub@!Yt{rOo@9+PH=W3XuE#;rd;-0_6j)ez{sr40
zxJ3QjQx(C5UmryH<ut;?+tIcwOK=HG4L-i#&%<j#$^(|v>4v%419Zl&x5raF5B0G=
zmukyBXchtm00$T1a#+@`wE7vq@F9smX}Sk1>D=H@ko4KKFLZw*6S^bM$@Za*RE)J@
zcZ+bw#L|c3s;FAJ<eI@)o{;nqjiX|otDNlQtl|h`aq_OGecq@ve!q`o6uI$?>o56G
z6q%0g+sW7qzTyr^!<!?#^y*6~?Vc>5*ulY0+#8cfUI{&ZNU)yYEKjxPt>t%^B)y;I
zkQ~D~0YG(XW|!^U^|vluZ*&6QcMKUQRl0rB2pCY8+Y*w}%yUygsrTss&#MB)^Wja2
zoD(VW;=OJF!)KE<?jZE5jP+C*6de_*eLbRT<nwYDM=>thufn_S`fBLS*v;p}%v@1g
zw{#<XguOSf0wInH6dSQeyakm7p`$!>7ri4xoNWL6$vmD(=PZ3x_+$XSAB}<g>DH9!
z^VrQ+RSWxMJTgI)?$w)t>1Kk(Z(q?q`~nMIm#lrH36tfDpoL(<GU1l|Su3)d|5?3V
z`l)5kw~jd9K>`UE0u}gL`)Lgm#LD_kl)-u;mI*AQ@gDsF1~tE{n?JMwkME^-V0K?>
zm*V`p@D@ZyMUFBzN)%)p{Ln`k`8#l*ho7tF#E!vh%YdB44XYtTPJgDf$OLbypUW1l
zE#<}9iTeS_3=DIJb84>3@wj<^>LgVEpAp!iJo0{nCX5@&bB@W)lJA^Ni7IE6p$4`F
zRGEhHgCt|C`#>yDragKB4U`cRK6O2;o-e0L3Gw#;cTReJRa6Mm0av`NcMW)yKVuXK
zk3C}oWJcR_mCKu<REmGMfydmfZ<{Qfb@cM>aL)*;9U%JOg**P98wh=@i6%8b4Fmjv
zFU_^z(NJMn0~?bXI+|v=@#L|mpdmcUM~e%?<K4wOkKIhD0S=m-18MV{C7ECZHWh8x
z(ICV8Yw#!lZh}iv@fJUQscTD~FuO(6yMh@*lv-RVGsjwr;jCTN=98!>Ao-}Ra|bz-
zJK=;~W(!x9@GZYj3w;H^lUC+y=pyW@vtUl{nKgSFE1MeCQm=z7k9lv2tppGQt!ZdM
zuej65IONp0?TnnqOXD=gG>iZ)2XWiXzAd1CzHPl(s^L0z=9t0pC~jIguEAOhvtVF;
zoSt+bsl~3YnApHuV}CmmI-J^qi=1y-VtI!1OPj_UsMvuh>kE&(f%Jxmi(Yt6{iT$u
z_8PCObWpje`ML2$2iCwUmj;?URX;6Y+86a{+U*I}^TaDQzmc{0Ttg8|6j~V!g<Hn+
zwQ-z*ngL~+%jzT}(lPuMuPr&SurTuEFu0xNwE@=$!w{ZSEZQbMOvF}HP?rNWbn|FV
z@TWvKY=|-Ub1LKb&?(u@G6;!J<^s({2j4qI^<$q_ZN=ff^yR6iGvy9*5VVvJq8OfY
z=7@<L3!XxM$V}z<U1Aq{xRtokXO(-{?@Va4z#n091a$}9?dJe2>3ac(&4H07EzOT%
zUSE_i`_a&>*vaaS76$Y;M(!k1h&}?q+(CTo&7Ulj7>c8}hV=L*1)a2PifOHTj4i-i
z4pu)zrGHu+s{8Ld6Y^OX-XD2Y>|O}xf%q(DucWcUsCmLVp_{v;8BkOrT%y{+O5ApG
zV)S(Qtnb;HQOF@#%)s~m0iqtWy6W-p5i!%!?`*U6erU5zcQ9LzRE`2T$Q*x`Li%(T
z7Msd73>8w{6s}>9n;X5Mdw%596c$SWc?%9b5uW|5+A+Z*r8Hv<I&2~(-`hZ>`(lZ3
z+ND<^qOH=+2Y!=Voc<B;F!?@6a^4p&D^5EW9*`p^;srNoKN;X=K?Pn?`$0)Lz$MTf
z6cQS2MP$sXR`n$D&Q|np+?5+t*~U1wEa>i@Rkx2RNqXUcFZzcM^OGHa06M#e#aRnB
z=lN$JvCeUx7mBR$LH{m_3Oh1Kc#o|!Mi*NWuLHAZkE=u}LwDLE(;&nBd3P3yWp!2;
z6<=<wGo7;{<{O+lh|#&c;nWw*OUmPo@?q=<oz1UsaF50M+B6|%qT;E+U0d&Y4P(Xb
zm+j6oHnS!J!6Nucyr<y{gsSR8$nV(kuXpLf#RMCQc;vm}B@XmE*4OLVfNHnyvT`g0
zRgrBL(_d0X1(eExuAySFG=k1PPjf1~Hz?tVZ%BX^?5ess&x1v!`6;m@;56kJ5k;bF
zi<JxJZH7nL?Eo@gJWe6EG!>q5F=4B*Z%te&0s#i*ZxWk&0Ab;N$1SEm%5_W_*nJ$l
zYnN|kZ<U7mGhpDYwjwLMRH~ryY#T=s9>ze>{D3lHQDQRFBNE4^`V}oUN=Q;-!xlDl
z9F%QLN5iFuW0F5G5;;xR;-cMpNKyHqmle253Kk>F8Xr{8y&Z(9#PrNy?}7<ip=}l(
zKwC6O%K`+%QSo6-6o{Jdi;imoo`A=4w`iRE?_-of!yW*p2C#``pWqEGtY|3RIKzaH
zl1F9zq6j7--9e&(3z)m<S*|h#CyHTfbls5yCU6@R`bv2t1~tp9#p<}oi4Qx-F1U{Y
zhb(@nub!R>UZjkgmFtEtu(h|RDy(=PJnu|k_XZXcA{(4!!~GF&pO#^YFM@7c_fV+c
zhF<(s-ft=3G5Vn3CutsXfm>(i4tpQTST^%-ghCd%RT=X~KV(4{#Q;ZCVN<R|u@O}F
z>8rKM5HS<JKvFFMcI(mf`pM_jtPivv4oy>QVq02)H*kd8Q*D~qdY(ePr)LfIf#JJE
zP5uc;n@gk|rT|N^rdQHRVW8mKfogerr`fSMUT0&<=Cgudu<9ALYjpL+q1#f;POEX7
z<)G~epbNt?|EaBm-AA8s7r!>>aFJ^_@3o7=OugiKSBAJc3^)lL{sI9H_WZsrBe&DK
zUby48HR09ik;&jWR}u~0gX5fXJT*mc$4RlL=67<#SiEA!tF;}9<q;0P+9~ft^76hK
zrH@l&*H}r0I^Q)!+3nzEM6QD8%%K0gGwiL$Ja8Zhc5(tNY5cgRRCttwu8BNnERaTk
z7Y6l)FS<r|zSv4#Aq4`?bD=fA(-(gE%~^}0u2f?PXArKGW3}Tj8oZ1&R=)K&8~tdb
zU;GI3VSz!Kq94&@lf$A&3R&ep2J=6Q#uAM=F|+weNcR4*tzMt)ne8pzwZ7YX9H02X
znJn6G3R;zQW)m|L4Tim{fh6JCiRe{4CUL$piZ&K*)U|$N9v1={V{&&w$oj1OsTlO|
zoM_qB%~pOE(~_|+HRIhsj7padtd7c3x_{qVQp?Lj-D7=y^v;ps^VWC<7bqV_Z0Fb(
z_O=+7+m9Bus(}HB4|m&LV?F9?P|0Dk<Xdx_FUo=WJ`b&_#F(MX3##`Ww^e+}EK}I&
z1|DRbjwjzg$kN&t&X5vOe^tn^3gSiyFKxQjQN>6obNm#f3C3!j*WqNu_LyRrODVwU
ziUE5Z#$mx?U!WNv=63PmzU;|BqC;-|&@=t~;ns?Im0)VW;fiygBTlPV=oW6~fv{gT
z1gGkW8}=ObEC+`g9+JhL&b^K61uTq?j9v6;k;DpS3*KTiuZDL;K~^u6b)oMly>U7i
zZKUR^y7;Eh{Z(wmhMWD61PBa{h%&5{Of*wnfw*`V*UW-jNl7R*E4TAV?xj3_&gsOQ
zwr&>@J9x$JjFb&eJsZ?w+3eu#=h1i_pZuzi$*D=haTf|P92I0nGSewR=3*e%#*g`7
z%B<xH#*(Hf7dg9>1Pul$0yd$`D5NPUc#+C5wD;Q7yB}KPLN3BIzwa+3a)j$^;_uVM
z?P7&wHiKk7hs>6DR<_%Z#<Nst%X;@3J4wlTX#@^(i=nS!WeyW&7MwlLX9)A>O5SDE
zH=u419i|jTqi&Z}(gq#1(~8|8t*Go8^peOUkJB>3kEoJ)ZsqLG16ZK&D{a)$d@_}&
zIuBIyO&irIP0w1j(cdZ)1P74cm{{*P2cjR9$v>c=Z0iip$+7peCc(wl>4)1pu&96C
zE|Y8COvaca4`|Fgk7fiqPWr)?H8xZWd4v(<QafO7M#<|wy)>0s#m*#$m~<WH4?+Oe
z;cg$Nkkp71r8r#D6SF{J#nd<ux3Ux}X|6}9>#Y!bpHf#Y040&3WFx<jEUYp*tL%n)
zX+YTLND!6M)($Hrk!XsA;$W?}RXL&3&H`C-@3^rZE!cz_4Rim{&Mf7VBBV<eh4gJW
zFFkHXf0^ArFI4l4%@dXwxby@vivLMn_<Kkw=8uOhQqW+;>Ma`Ypt6+T{J>L(OBA6K
zq}i8sTU<w0yht_?<r{s#nVXHn-An*{V$6`^79Hz^)5@>2%{^nyn^iid6-~gd3zBT!
zBipX!OY(?WTrYfFUuz^_Pr1lh7O;IDJ+qz#)T^Df6@F9YA$xS~ygw0NB6#rgp0cxD
zeP#mPWoDyJcrHhkCOL8JhMy}0n*BHdkfi5v%DtZotYf23DDL#MW>i@M@s1(CYngV`
z5jQ9UIQ|H$9#~)HuNvI(Vx!7aA6`Z<&nyC|>;y%>4K`LUP(F5>LkP3L5+WQX`;c^l
zJY8fq$vW%`BYDn0HRW|;k&vkDs-&dOz{0m1h^UxtqgwM-iMh<M-qo1&3T&@xG#30R
zg3Mn}!33V}+Uh26(%y|oA$nFAPm16=oc?Jsr1x&yE0#lz49Q&__99}kjYcLa&63Zm
z$RHbu`VM095-{H5v_2(UUETjo)o)R4v;B~Sbq9HITl1zQmQWkpL>%YRBwmi1n0o=k
z+4~%~!v$_gNjpXQI|ZYgT0`w{cg`sUQ(~|!!>7L+w&2H~2@GCNEi6RTVbZa#ibLav
z@zxnWCT`y&W#S`ZLmLGwl!SEoBDqT(A*IP*qfRB~X^a>bw2(f;f{2$UgUe+H=tK$M
z=>9g;*`lIa_^~S&RsN~5?fyZnT7bA+X_(xgW^+N8wN+taDx4cOC*~k`ZUuTBVdJ9u
zb-xhAT~Mb}44%r>ZZVr=xIyg^`%46vz+wKcAz;--6kxqDfESsnwFyd(Zt-qCnzPL{
zs}e~5I#sFu0xm$IA&vlp1va+imG754*6@;|<OlUCI=}Y2<$?Ur(aIVurN}0Qv0Z2c
zV`db!O59dvf?}I-$}>bsqI-4ga!x|r)>Fg{Om>*b#V*JBuV0t%<_A)m5{nGiCcBek
zQ1^ZEku4zzLK;q~y*@&-Y^0?GOn=2*5TxT@6oj}4!{);pEykSUDv~cwH=C_K3t2q#
zo!VNv51Ku*Ara%G(i3??@(*b@*Qhg+Ckls1rwdhCFqOcc`Z4)Prg9$I&wrRE)$a8t
zqi6eDOXN?SD_rUW2iyMH)TWk+ow)-0j)~ukj(d^*Lzbgmz;4}^2Ny~#7so2;O)Q)m
zFWj3>-;tP|0SMstm=nmx-a~Z%7I;sLv8;0?2Lg5qL^=V$mgB$)1T<Gud!~JBswSGd
z54n*6Zn#~ys>>7mzQu(gJJ)N_HBEcFs_KELzqZ%)WGloZFwEm4BnOgSkTsEI&^1?<
zl*1n|l|G;MqHG<G=4+<<dnun_j>kFw$oQGrv9qeGebEBc(w-i>v~9R<)x$s2%bkQx
zs1pd?Nla1+l$9kS36#ZLCR=ze1Nq}jj~|2O1OC5B8kmYjs}datS54m6`nDiF+MD8{
z$yXIwi@_3rqwg9@l3?4lDOAT+=SCKA()d0(wHS&rD5+C1;C?}@%MFpjVe;V}*VtKI
zujj~ki$JOueP0<KiH=j0+zHR0#S|5D#9_q!kamdOkDupyR|1ejrz)FHr4&l8O`<Ri
zy|Pl9^liQU1NCb<)`9#M(p55dH~~qW6A+<)T10tsV}`?!#&(7w2emvfQtEb%>llR4
zlalCx3MrDfE^wnL&@teZT(P>ZTTC$>wgxsTq*izHU!me87j3WPZmFM`(q?je<$K7S
zyo~xYLe6q!9<@sQwcDUf9zlS=Lz-31VbSI(NPiCQ;@-oR8NWC&{!C$(X|IKX6DY5!
zFS<}hzV;W|8Ab@13o7vX;s8;qT;e8NAgf(oQca?TshWGz1^1L4FaKF?ELykJux>G0
zR?j_%i2t|@E%;1Jj2wqqPZhm`!;-`jTAot`ym;?$f!8#rG7<nE+Hfz5pfTP>X~at8
z{9MI1<1J#J)@YuqDZ6NHn4`zMu~xh<g1RZ^NXx7Z7y^zr3gg~aA76_^hAnCF8I)&q
zTGvDBsmnvMm%~2Xso6hS`!uPrl!oLY6{@C0>YM%@_FEe?43C>Xz9&Qxw(iHYLSbf*
zNv1P)Zjx6<9n2lk=!7ibJL_3U`-bW94|0A%n(ocjgun+RyW^_eo^1H?r<yGurcAmw
zx(ht=tG1JEC%QL8>JBp=GfL5&u~u+?*DeCAt>bMc{z^|gA%jonl!G7FXP_s18|2??
zg4}%7!9c8$7Skev)FESHFsv!yHEhfK#a5`{I6x8jE_BcYDpB(H7JpT!pdDr%|8Z!*
zG~PBsXBv;<F~*dzQt~N2ki+cS`4D79gz3Juc8MA&N*#F1UWCco=oxJ*%}$H<R=baQ
zN4g-c!cEzGhGwhM&j2o+a~I=ZVbO#iGPk_t+r#^Ip@o{`{t|8UmWWyQ$#<<4H9we3
z?06fvUQJxd(nnJUb6x^%geyk#r$RYF@VajCwYLGp><=_K(a`=7xI3~i+=!_7$QkAC
zujEN1AFTl;EW-AY&4%<g#E*u$T)BGE9a-x3%dJ^t-^Y%vbh0=9dD&3$aMao*t>Pre
zNG_G{AdOa{z_dudu0839grl?xG3mbli?nwPvZUJ<wad0`+wQWuY@^Gz-DTUhZQHil
z<?6Csb?epHd*6G{7x%>XW6hP3bL7mKV~)rbD<boG)WEg#l6&qi0+iRw`F=Q4khLx~
zS4i1tFuc*2cN(gvwB{xTGKq>$>oV|J;sx7X8Q5I9cfJ^d3cWB&#>HA+(S1;m<+<Ak
zOe*KxB)DNL2i-}#b`Akc=1-ux`jag`NiT~3DzE|hCO|+`xUUK4WzWzFR2|=?L-?4_
zzxkZPXA<wy|041_Z|KkZn_MGO6N*u~0mAXU1D3PFpZ|6X7Q^wzY3Rkm=mkWNg2bki
zS%ms2)U;14XPD7RRklI)sc2iG>6DArKnU|8B#hLGh%k^NclefhkpHZCsWCM8COJ~S
zWJT|yZaS~_Qj$wltA1YW?FZuk1=iNt53H<outVf|;%JvgLU8OttT5gdEo@I$b8#x#
zr1L<9hNrVQ&uth}d-=*fK2v7j$HU|gD!zfC6Q?V<cLG86?x{N@z_XqYvuO=JE&=Xn
z(sP4VSDJn~iq<;aRlFyG7X}CPM6)MP|2^zzeAxTIz8L}jWrZ~Mc$jE6wey8!mDF$Z
z(2zXwZkTp(PN8_biR@ds2Y$3yG(%$I)2#$!<*!D@(AWzBC<t#y*MgjvENsH>`SFzG
zfc3tGP>q}ddZ~j_S}IaG5$_Kg=!&DU-?|DG6DjU$EUB0YA)F|xM|^-A`S|XaPNjjZ
zl%pd6MbAg!;L(1yO|3J|yRWiLc;Xj6pD<{%{U(1)S~oS4W@ZJJPkL%#a^?PLheK|!
zW?Z0s0Z}T2oe#=4mUcPQ!1B~++}ENDvRBU?2ksL}!*oN%nu#v(SJuYht(Uv<o`MCF
z-IjGa1+flHfEVF@GwRD*p^f&Xtc5eNE-l{zF5|7ywNmF|sP}|a9<lM5fgx@3Qr>(n
zGVFHjvY}C3G4itCSFT+h0oW8#NdNsh#SYh1f7e8E5CNmnAm^p<l6bm)2(on4mXb7X
z-o*BdYdxp4Z%~R(J5*rj61x;L`5+GXc~dm+PVn`6!owa@!`2-!&%^Eiw&#%PN08F`
zay#kG%kUEAA=1}<3p;0oAfl=TnEN>!!X`h@l`{;0Q9(~lNqs9J>i=EZQ!#?8+&ao6
zS;Nz9W=xiWL^-WXybZBaRG|Qzz4DYUpPkkN?#N1`jymrpC!e%^Q=v)_eM94^iJw~n
zFFK)5W^Wj1gOq!Zb59FM%JHbcsIjn~E;{*^4eq%;Qz8>`fWl%S?|F1Q%*nyJ|3@<K
zp`2Zd238kWEO`nEdC9nT-H#1j+e9^50i8Eji%Uw3(F7`xFrVHTI1woa!e{Pjlmm(~
zyn188P-r-?2oQc&yel!j>aF*bLvu(ETFR&IU?xQd7VPQcNfgaK;h3RH&H}OJp%?NA
zFKCO`QPMPPex7a!L%17}I`R4)s&kP<lfesvjCft!@=EHYnaaCf27*$qZ`>@q78J`n
ztdxW0@y-FFP@M~{O0rt}`mYEQEMVJgzrB2__z_nob``0$Ov(Dl@JgW|WwB0Gu`(<f
z`^8^7uz8EXSR$`fn)XJ=1!=V^CCs*QpX93`9iRcnP>$T22%EwK<C_BIwQRRzMvpdR
zi_Gw~xcqrvgrv(#goDArG&P7Jm$p&VSUcAnAkMw~j?PL4v-1Y9>LSRn+-It3Q!c1}
z4AZ|kse$%o;9z7ATX)bPQcr3r>zFS#ttirKGEJ|V)*R7uzlGW8abgT4_|<e@tnG7|
zh>562gElO0eG+mU*^FAy0Pjc9Y*70}E7R)O=Ef?%3i|M^1v<bU4F6nYWGi{-gg9|3
zNH%IaCGQH@647u@cE5EPPu1JU-j&Bhqo>qLDR`Di!Nj?t!Eg`!t)m^s{~hgt9m#F)
zI}4a*omGVn9_O_mq$zy53MU&zi%n7MnKt>dxKxk7pX^7sSHSg1tH}^@QVy@ASZKoA
z!b7iC-S?49-k2Ad?)G-OpclWM>!v2fiL`d^@uGsFJ36f8XtqfxteDm?tXO>xKSzgf
zEWYw{yEW-6_qd3%_m!-ej-$2$V`!gn31Lh+;Uj(Sh((a3+cA7sEoaT=lHchzawA%M
z{F?yt)rxhZT(|Aim50PbrW{stsmP3q*{{H7bLcv<`6(}fszfq!u72G1>XSSBVdCeO
zuu*$cD)2;mk$yzmG>B^PIASQu(pBanb8Z=*7@pPM_h8tiftIJqJ<)6!Mu=nCvK*>)
z3@mNi!GkgF_DUded2bjvnbMi?kS8HWFBFB;dTjG?-Z(g6cSuMQEbKP?doHge+lNT}
z#1nGBh4J??{Ru#RP|g-65WL<j%gk4o9L`A(>r9`CXazE(0_ZH?lJ>4)zw6u|6v(tu
zp4xXOT0@GS6i-Eq0%FZ`or`YnTcsAt26z4{{iR-wgL3J*ZAh=S>(TO@psDuqZPPlw
zxFzBM<}C`HM!ZnkidBCZfMwb%R#@Zt%nMd}6xqa<Tlnea*Yb*~_`SC$8muqtbKVm9
z>;=U!>1T)R;EmDTVAi(RIBXxbIrNmLEvA)QD%PP15K^Eb(1sMCirg7}Q{mMlljQTf
zLMBZMH>B)S>_HO&Y<GgnfP#fy26wvxxBg*el_xM_IlFm)GI0U$Oe05N?i#wj&dA%`
zg>lOjIIZ@RoBNo+_v$G6faCV-CrPWv-ck<Ls&Noour%SCPQ_G8>hwjH>eHc;F=R|z
zSnkDxl+DD%u8H=7f^_QX$~Y12Cfzp`zr^Z?){~NG<;Kl8NE~8@l5LdZI%~fBIr&m7
z6&Ml%Qkp_B5SD$=yxLS^5E(CD2MITF^6B|rtbr89*xLt&jG9|T84aw`6Hd1Ep_!ff
zAX}kMTql3{*>*#)sw|@!P-dR<{DrRd%{S)a*=AivVd%){HZmazgDRSq*t605=Y7cy
zWmEok+jscw45eMns(G@IssqPa^DMOLi$pIMhSGS+r3(9Y$&^WOt~p9UTPUSh7LG_9
zy?TWo;MG~_3Sp;on&6@Zb*U*r_|D7|%<<KC4s(VcD=B2~)(!>Y`x8;`5Gj>QASNu{
znl{Z<hvPkPO{+M0%LaqgQZo_;U(C>?<U-et5N{(m7e;=X;LT=8AaaC^)>XM*pDTKo
zCMrrA+p>T;w<70a$LneV?hE4I)3U0?162pD>#_q*oinKCEpF)$K#rrF1KLbW=YJI>
z4kb^pd-pG{*2vH!k;47T(0a%1CeO{@l}&-r&M?*|$GS5RNSmNG1>v-3QyxA~q^7g9
zlM{Nd@Q+u2-b>%Bsu8Umq2Y)+%t(il9Y7@}yn8(2Kla4TCufW6wCgPpPp9_Jpc-{c
z_LRb~&&CfY%4S)nAnA*R+iFB|4pKcBehbS4V-8Ezzj@M{sSey<&+0dJ=*Vp@xK7!+
zJdd4^k?W<5eyQ=BXDxEp6*!kX)mfnKAg?Ao@^E%tig1aF@BKMnBXmLHoUs|roXTCK
zX}L91`f2CSwD+iKB1_a~Qm*y#OZH9VoVKL`<&JZHcm*>`G)WKZ7UV<nAj}JkM5WWx
zy=mMum2E$T<VA#0NnMwj)M^vL%06cS2NqA2`@Cy3`<Fj1P=|T?A^@@Rxw&TOLVGXp
zHeL}Qkuk9k{4GPX+J~UtSVB%CIm0;x?T}hC8k5%3$#q*@SRIE>5i@dNP^Frgf^p50
zTcgATe}fS0<`T!DdumsD`-;hBq&}e2xD|Uy7PXF6cZ@)~Xnk)2X<HDJdDpf5(xQL9
z{DtCbM4f-2NrN)RSW|eRB!~<h<8XKbzH42qZ^Wf0Cs&}6fN==^QL`9%al<y!!)}`y
z*CMHX%4>lO7*v#hJ0n{I=C6#ccEiTJZNqZ1X*miB1ZVjO(=3x2_q^iWNYi2%Bl^T)
z>%s1Eyyh668$Lq*L_^EpYlz1wTg%grB1t3mk(cm(<!A^Mw*{SS4?09DypS4W?lU->
zUCYthHm%!@y%Z`8Ju3ZuCE}T%Mh#lrYGUC7%$cOI2i6_6jHowcXDG%qEU7?g-!|tH
z8_D~5jLdauWBeK=1XOtFfZ!I!!^;p7Mpr~C_TUuiC|I)#JWkBD3OPCQ!J^2zKQ@Y9
zey*;TCffOr`#xlR?~rF_`{_P_0w%(q2X}B*mMT427`&kYSvH4WStr`h24SJ!aErgt
zeFMB?YL`_r@_S8pNjDc>Pq{01G_{QUHBuK_qE<rO)fS^uTt_2n2i9PPJVUd0!=%7F
zIL-vJxFmL<%iEGx*AR6hwUtf1Xxv6DTt&T4+eFhnhBYNxrL2X0?)}3fzpp4IM8tTI
z8NWCvY7iZFqQfy>+Io*%GEgK;6`C7VIsa_T{^+AET{J5eCnaU%{P`O@q-7Mw3k!=k
z$RK!@*kT<O+BABFqU(-V3pmyNe$BvBeRAH}8xIQ`V%n63N7+caop;T|M6?&dxoDWL
zLvy-QsA)ngM%fOa`wxD;qFphx!oC%vDdt^sF7~s$gEH8>k7v{U#J3-Yd+c(Z<D75H
zMY5{yGy*xfAU0Vm(3#^u-_4*szdYEvHw*P;P9=#ay_skc350AYNtE>#FiR0~>T;X7
zow%Xs95l6ayvBpBii<@{2@Vij^Q}wNuWvk{xhtnGD+)k~Th{=RLkM*cV$VY~P_hV<
z$`OY2v!;P>NH)tqf4RaNeJA^vnZOm~E~HVtPIgz+bh=xhIcI{d0WS-uS&cs5{25`=
zQh%Pv$;m$iD_?9ogxN-j`CJp3sORT=3EKM7k05J2N3SFtATF7eodlXMlKHE6v#TY2
zgD?0O37!Wn<`_;K95x4Z*I`eYtKO5!6SJ#lpHgF8a-2IMVw`<6E?Qd(o$TOY(^#mx
zKv<D*Bcpg3;*6w7i8AUJ^jOcQn*X~@7El^rXi&KuJDyW4wIuk!{*3ce>^W&X0gD#T
z$d(WqqV0NVglc=&;bTUF%po7826v~fWbsAagCQ=GOJ4y&$EA&Z7^X2ixQ;+sXa8ef
zgX<HJ?LA&scJ?^F^S6uI)^JYJ70CzGgbT4BO7eu`jrH~f?j-y2Dh#qtF@+*|co}`y
z4?-h?KGk3!tp@^Ae*S%)`bxuHW`4<m_dj-e`R2A^*vUpcg9lp_3%7DY^j1+Z+{b)2
z18rX~A}#LQ)R+{4)xk8HGnI&(-w4yb$NhHR%2;1~QFSM;)B1b_a(_G_)y>P_w&s4X
zm;jlq!TcezLZtD*2UrU)b9Dg+l7O>+IF59(!ms@z`d#3*3frWzx&hxtfm$piBaBR#
zC07Z@abq6a4eS}4tTf&#*!Zen;m6Q2W#}(#QDnY}FhBaI>8_ux@RiE}mD9I7cCxLR
zBg6uH`K%N|-?ysdLuAOg2@9NBu0AO!H1$39@DByW7*G;eVU|rPp?zBqf;)czuF1dx
zSTxatr27YTd@yN3mP}tcZ~Xp18k3wAnc8QnS_tU{6ue`mCo8lsJd|y>@9esOC9WI?
z;Rod-NS666J+#r|#R`t%+uuFZ)mT2bv7fnAOCt9e8AVVbOdTO&7;PbVtwCz}IW3)6
z+2(YF!Vzd^#EJUpHkDPHVtoXhv~*$jYz5EAub`L~r(;#>$q;EdwremsAPo31J0pUU
zn%5_7K}l&&IZ?x7D7!q7JZHpfn(xR3G<oT4{<Iw2-VH$vs!g1eu%#(oLVD{43+W=O
zO5@AY5I~#7R(l+hypx*dgIUTTR@5ikqM%wRG<V+M9u~{e6hcO%V?4~{=T?%F<(nEh
z80f8oG<mBS=*R|ETmixvld1+`ArKDbNvlaKm&wqbLEZP`r9${zQdY$KU6Ni+le-xC
zreY$}O<ipaQ>|S)SEU3p^+#RO!#?@_3C)_5=v9zc7BbQ?wV@-gE_f^BkiJ><4pt~{
z#$`r@v(-Yy<8w3Q&QG8<ko?yb?Q;bd(WU2aCut<=T4Bk8oOS)_lv)Ml+i1?Yq*ZPu
zAw$xSA;uJKxSoZf39)eg=c}aPYKpQ`{51d-RV*c)9nL$<#Z2oQ#ri9B;b~j=Ap*2@
zptxu)N}W`Q>%C8TX3VsAPUgb*NssS!MHdu4yn2ZCoP)hbcC5QZ9yS-bK+r}v{K|JP
z7K8n?AbZ#`fxmZAVs<a&eB1QWtT>~6VON;Vj_}M!{hH$Ap2Rk!(4LcZ_2EA3<~2$Q
zTQ~wzkQj)68WHCymYY)jy7qDArwx~`rwqibEc2^rH8ID8;SG1wkQeOV$qGT_J;V@>
z)-Z~upgH4{v;wf0`zBEh8ooGUWAykf51Nuu-;~8ys!Q`?vUC11XqSAKO`P<obd}*|
z>_J(RvQ-oBZC>}wd-01>Q%{%unlqC2$6l){3#V`|dDwO9&S}Mj@DH|Gr*7mAhTC0a
z#F{)FadU^;K=$E_0(>9%;6AoItGcj|#STZ{s49kdt@7~>LIsuS8(pHKNS5R7m)Q;_
zZYzlFrD-+!wR~1e)HcNqA=FCiVOF_WnZ;PsCZ~uJZYLivOAuyQ23<6+5BX|JPzSZs
zBt@w#U5%vcaod^dElVpbV{X7tNKpn@J?B`Fu@?4TPOKgaPu6WQSo=ZJ6}`E|s|%!E
zl9nZz{H9<bC;wG&*v0K1<<vg)><P$7@xA->Djv-%@42^!){6%b?%vwOq1E;DT;!^m
zagtQD_swG3mGNUez~JU(DGykd^ljhz9SZk?Jd>Ada_o6Q$<0O&X2vG+(p?9X?V%4L
z34#}`%3ln)rb51-M<gzgl{d6cdg(=tQ0-BdIuwnUYu~yvBE9f+J?PA9Sw%52c3pCG
z?`Y79HN{x9*^{oBqOI|S;&#I@p(Y&+AdSdX!iZZvrZBg__5HSPk-=i+;DF~F>LqAv
zgmfsLxVc4mN$&G2dv<sN1Ky5=ndjxK#&CMf{xQg^E(uvhE1_0c4d@G=UWX2#=Cv+R
z%|e>gi{)e;TReXuOtdFNKLd+SiLwS~6bLev-qu+rW?7eTB9E0jXcI{GFuyQux3}Qv
zb|5)4|FZJgQisam@S(A-ULRD#605bCjKZ6fix)M}Ph{12JZNR~<Jt46UikyK?$-^W
z3jP3@fs^nDI*ZZn$Tkq>Q4~BM4tr;kGzUn%xsp<vG%k9f&g3QJ;hJSQ3nz%7*^f9h
z+{qCR32f~>o&Eh(Pz2AHB8xJNuA^Fwas$6~^T~VQ-LqG8uww%_49706;X!;}+O@KE
zb3AC__|p?K|70iMwc1xgOG7h5(euUJ0tH<t<`8pHKrvaH`|b&b$#tm272b@u@0Mv1
zIXB@{*ZVBc7@*H$9Z&iscS*Kpk@(<SeMz&?izyy%hTchr8%~?v$>K+qDZ6EJ*_mRU
z0TGoXpN&gS05j;|{z-WN>JZb-$bQECLuU*eCgOWxURpsXo1nOAA-|XzWe$J~ceG+1
zdYUb<Zi0pBK%o5JuKGa~f{76w<+r4%j}`P3M^=$!xI+EHySscWsx5a+Y*dm1aLMG9
z%Uly2oiYHz$a1wy`8rnKWyE^OaaFLnGa|=xk+4{V(5U8wRg%nJD-bDt&x&Qq&7?Ap
z)EDB`Px`umfE-?lmIoYn&2@lp;t}zAS`!T`(7Dq~5!g@FIGpf?(FD?U<{2spO#49i
zx?60(=@CL>3J>Pv&2nppL-^M{XSKVZNDvB&&Z7<}sVHjz_wHK&t`w>qHi^0*=DG+D
zy(GjE960K>eMb#Y`O~S8p6&xU*n)+Zk&u<OD3=xKGV0_P;AmQz^zVKUrEb!T0V#G}
z(9Uu*Y~J1-^Mq=30v9O<89GNkY9f$*CQ%JnDmt<|G990Eg|+u7zOwhVR#7BAA<sf_
z*DzECD-8Orj6!0h1^$4lGkqT}&{8!=rzv`}Iv8ab7GY=%%U91JDTY*s$Hl1x{`|hm
zVCqag$c9?zM+&q<e2y$OO0}%V!qGAlhWz9Hn=GD=U>fVPFsP<J3-t+VvOBwiqkUiW
zFDaz_+A7aBmEX${_?=<NS8(Ao546{1-)(Xe7~uR|+sJANUg{SNWzjVAE0*Z;B1U>(
zbxqrm;2jT9okiu7HDDNK7}YY_Za_vjF{Q~$IM0ct-{WrLIn^5Lad-MQ4c>T##P<mG
z{B6uEX_rNkCIP_g(0RoH1B4kG{ADi!k@4#C_4?<4t$EEMXMrBXq7J*UC;3Z3=E#!2
zyA@pJQ(ML_c9;)x$=1%pme^@!#&n8q#T-i#=$*_kPA^^}PD64s-YnrAmn-vI42$Sr
zo!ERVK=&l@`1lvn(KQSD8|Qq>NVRitFo2^=1EgZ+Ho#gXnNcH7fY!ENC@k9!!w>YZ
z)yvHa@icsEv4DKX{BFJ%1dF6p<|@Q8jH@Gdu{A9^g&`!~PRNWdgMLLIT=1HHvuRf{
z(>NLC;BcZD<6*pftjoL*pbi1nqKF6mI=9!Hm8Y+G(WSJ2^L%w57c7IoJc45}#en$8
z(H-JaT%g}Y#6mal5yk$(#u{_L>JWzRYQ*|o<vH0j$)q8*6x=$7PJ{Hj7?@?Wy@3Gd
zaSDVy@l1MouuKvG_ZmpkFvNDBR#yBADmy_uK$StRhL^LGYtBQrRu(OtCh4VFU$aZB
z<(MHB16H1Ov8rP<De(Hx@`NT$(}D3OEflG3<E&G3Uv8OGZHZ_Y;jPvDm+OxDT=Un+
zx3R)KK&PMx(?uW?BQk6A`-r)Lhd4}lHuY<lSaEr3A@hDR7}O`FG+s?+TI(pIV)xnS
z82?SVh&kSf@lPe4ji^S-p*aG7j(?^l?N-P{o5X~wE3O}CH(5eR^3VX?He|Y@MlMxV
z3crT@nnKpd$!onO<<2xj#2Z3#eA2Tc(ppQ|9bcG*XRxMeG5t(}Q!9$!YeNvY8;X7Q
zYaRCaGK4|0J+y08CR8`0f2A4ZRO9gLZZRwwt$;!#(I0vP_HZ)}iPgC%6Kd=Iunti}
zL8a-{km{w1iJovYo!K;fpx#vqO6WHA_0kwR@p+mx#?eY9W}^9&(e!W3Jtu9XJp>L<
z-sx>n7UpR6CB!9{Ull27+GbX=K^1eXC5o_vM~3(4W30d&OG8E|Pf`p6&Llo5`%xUw
zeG?_+0S)98>jbaf=Y1BQlBAB)N`Rm|c;|imfrVFNI*cu=(ftkL`G&$)JR#?{&3m9X
z5r>{x%Y#j?st@%fvEeGB59nFIC&~gY@yropVi42t>}Sl`;OKn`J(vv7ABwEE<eZqV
z>#}~#GAQk$aG%nI(j&57GX<0d(%a*#ftKmH`M*sFBM^#Bn8|M=fK>!&DwfopQ_qar
zTj+`x59ztv5ZYXIP&r!(ZVr8_F_KfsJ*fTD&2OvoJU*6bAESI?6Hp~Q9@rM4V=%kl
zaWiW<c1Z@ZvFnIn^PsEOLpn#i)G1Wy_23Y~zxgWw!Y#E7nqF!ms4OyYYDz(%YKBpR
zfMgX~g3Fz(<nh&Z)^pt*+m)Ha^DW_&B6`^xN#BL;^MGonG+e_b7y(YiEKsxictfju
zGz+D0wn9zs$TzO5vK;{}r305qmuVNQT6Ag#P6a%mX_R=Z{5FXSlSYNwkadpj`6*w&
z`6KG|OFdb-riyOZUS80h&Lo~;uC_<*L`8Q?>thbqA*;|M!>Pl=uiJaRw`9j7BYRM}
zs4v}<$3!5C5hBl6BFx=xMxPVwr_7O{1_<LJh3)|~0t{u+l;Ol54J1uxnBL~=ohT9@
zjaM<ifb%}$b^JiA83$+@js_tx;sQ~YQ{<U{ea-jND$;~}P*3ZIV0Q!u=;ddbTX6|B
zIk{xsoq5s<2K@a)w9QCowi7bfaj<vw{Fe^E^A&Cyx?ZPMV&%1O%)YZH&J(*lC{u9o
zu?!$()L-nvwBKevsy?ZZ)Fc|8<y}+l2Pnw9n5GiDBzw1xwjRQob6yt{X8*cnww+z)
zT7w}jv!wzwwzSud5UP<WS8FF!y-^6<H6|4lEN?Qs4;$)@oLole+S>wkTmD_4>3D1|
zvR9KcQifGRgT~Q!lq7W<%YYwp$8Mnc#AXpU0*dF33WcXSnRl-3sD|efK*#m`^<F)g
z8aEiklew;K<yS?qCAd}c2^j+i9yjZilpDN+_fB>_mag2FhiiL$u;ef)b@ggh#wnS_
z4g@*T9yS|1$Oq!4=4K3YsP4ZDDgiVeNs+Rtb#nK+%@P^5#Nq@Eg^~NtGa<x}mZOnp
zfZWGqmr+P`{fEmgcqk|809q!}n8*)O(th$p|7_N@-#0JB*DKf;6DUgOqa*%JPwhrS
zcu(~ze9WP6HOj%HzP)?bD>I5DGy4((wOTqlZq@Zr^__7WO=IlGnBhtM;VZW+-2I7E
zWp6jFp2#(Gs4dv)2+OzN(%Zc{s+dUh;HM{vAG1!_^qXCT=uhA7ML&Za0~`$5i62OC
z`)40osl~{X-%&?Pps3ue1Am1N#PG>7M~B=E;5hK!R*GtPLkBrp$Ly-*uU3Su1=L}C
zFFxBWJIh}lcpJYTruxr~gGSom6<h*gr@3e#%+pDi(pRes{W8*4*!zJgx8GFW{E>YX
zRCt(K8&u3cxu@%C8+2y@Q;*HOXXw6<BMz`FUzQI*MZz5#!To>by#9x3_z!9D-%4s}
zDKU|++qSgQcSfdvNUv;P;Ku(qC$${C{C_y9|L{@k{~xO9e+<)qxuw6<(w6^ell~vM
zr2lkC|A#^P-!#$xBPH|~2J=rM>;E4mG%e#F9_fEcp_$qK;Lv`_iWwQ0|G=95&pEVT
z{Mvsb^8SlMtMQ*J^<N~~FW~Lhy8VA!p}%0Se_rX|DB3^qvi~iLmhnHV&|hHPzow(f
z_C;3xn+MDGmAXGZoXqTBT+zQ;=06#u%q-0R;8$7y#MS<H?U(fV56AQul9ZL5h3?Ct
z&A`k~!13o8e-Li}I*gHlk>e|hk@0KPzsa|MpM{C;i<!#6z(&Bz!T9$C{yOBZ$@~e)
z{R?{f=M-7~Z2yY*S0D2qDBVA!{<~TJzwiJ1^8feg{dq0SjQ=E#^<SHR^!$~CFIw+E
z#NNLX@Rd2HzYxCc|3<cDVE<<r4i1)o0yx+?|4hYK_E^3U!+)fMgM;Cp@z~f||6$oO
zGO)4JF?@~6&i2I+{;z{LSXlmvU}yUy+5fhKgPHT6mHA_}**Td0LGg01vHWw^zpjCi
zk?ji;{O6kf)v|H?Q5t_|_iIxBp67qh6)Ves(RTkh#~%gp=l2&|_wN+^A0_oi|KCIW
zTeWfiSK<BD_g5kOIo6+r_~+KYf>>Dps6Uo}4e(cq{BKcztq1GB4*U1b|3K#cL3jQa
zN88NO(a4_Q55c^nk+6}0jiJ#$C|m+Y4hGIIk^KJ+najq`@^8L#CT0e<KcLY6LgwBB
zE0Matg24ojHdzdha<4l}H@P%1F7A&?H+^d@8a*^zZ_=J$=Y&7x`MlIT^-?WgTRuM>
zvQdnqDrJC3U&Hn%IXl<FNWn~X1<1Q0N}HeoAR|)|B_l&~m5@-DM8}@-*}qEoO+aoU
z>A{`lqZY#D8=<vjq%TT$8FcgD41lSM4ZuwOGu1yhH9j~LvZrrg;2mGcgB<T?N^E)|
zC4Uwofq@OUeNZt<qsx_J9ZR#V+w^UAG=MoW763ClJNf(e1%RGrOnhNzEH3}n$RLp6
zYu4<*2w0B3jXtFP^;<T=f+rds9UKpTPJ26derzRkerJ3u0PMG(&ACCK92k2r&Q@P3
zKp%N93XE0159vt6ETkNBy^}Zkz_8BL@b*|_h%369S{A@n&hGY>wN$?hfXh`tsyTZA
z5%8GJ?udgABYyZN7YBfeh>1_wN1MxTAoaEPb4x>geVfxChDT;*CU6Y(4S;|sr281!
zJX*(qqRvG=m{_YE>)o%|t(fX-7?|DIZ`y5${DM!&J;#~9x}Q1IIn=pYIGDLK*WLyZ
zpHx#G*}~UT!`9Z<{LZv8etnk7PRv0X-fX$Z?sNxRSeaZ}AHCxn8k?DzKcK@Zs)FaF
zWftaBi));1vt1HB@i95XK>y4P4GoR=#|E$m`N<<i^V5e^?%omLz0&YQ@@=Yjc)fQE
z@W+D;@V<c=nENOA<+<fP7*GpGtDk4bXX%qJ$n*pZLnDhFAcp@0?fK59un)Tb#7E%v
z(WT)D;EbNTE}t>Lye{A8d%<IuUeSXyTb9qnCmy4mgn*`$Lc+y%!e==OV(lY<D|1af
z5Qf@HD&WLK#l{yHne6BEzlgbUu?Jto+!ti|wW$fbo_Bhr%gtAK#AY8Gu>0=mAh4@$
zOq8?jM@*2MkNS@`sWU0EOP`caKK$Noy3bGN&uWU#>eEjj>NwlR+GkDKcY6O%{La|Q
z!pNg;+O5ac#e;XY{qt@5fs4;H^PeA1Gei$;MW3qV=lXZvgniD3Y@b&7h4lf2;3G<-
zbAtoBx{`O<lpWyBwGF_OtK6C&_d5U>DXA$R(HHNBQWe|ys7H_L@0CEE*$baVD9y~Z
z?C+-!YAc)oqB1g~Syxh*&_jJwa976Od<u#&!`tn!08DGE?H%m^Tcgha6K9z_pJ^1}
z+yE4B$;Y}OzyK)E{v3e(vwR`Y04T5iEr9&jpF}cb0CKzV`fj>kyHNoWKK!?sN8SZ4
zG50@n9$}z9MYJv%6F+huQ^tH|Jfsr&LSO-u-u<^QOTS{C7rtUVvA#NZCqIcU9zEB5
zX4(s9@$an7-oQH@*q`b3eU?*K);r*@z8)bxgkX6GHv|I^@HyM2ep!ZkXLKbuc>wQ9
zPk#sgC~SD!n|eWad_|6aruUu1f7d;HsFL{%`LO=+0spi`8~!QS^k}W_%BA-6L;a(D
z;s*b!^GCT)&*PNZCvew%^E0^TW#l<uNr%g>tl@);YWrj3NAO2x`FpnhR_6Jq*t^Wo
zujrRfgy2W={tsCj&aKu?KI17L{2Baam#|M$fLm_-BR-M0Kz{2_f{737i?<JmPdiuH
zI}@JEXtbHZKFGVTckS!#?V3M>`?(pHzfPRh@^0|+^6)cc>IQH67XK<Ue;GgOvPy@b
z*k|w~Taw+*$=>}F?d_G;+Xw8!|MO!E)R%{!>?+*hfviJ7rBR>~ez6ba0;b*IZ9btL
zi;@LqD_q8^N_K=Hltmd6@Kna7FH~r=gnE5<p;=Ipq<U*u`ko<o@;X~1i?18QQ!#79
z%2zj~=K`Oe1Fh<m*pJvy4t4GI?e~-V<~CLxWQR}?)9`E}v^pjHUT>%BTz*xxr5lN%
z_2aw_YA{Wo<SL3#f<{4=&ozuumE9o?9cBYGFd_}@OCb2z#Q7$R`@<7<=ma~LYj!-v
zlAz5wY|`<tdiA2cGTM<04-}7;7SV|2UF>%%n^=Dm%nY~7xIB#1m=GdnqW9KpAS(*d
zC`;A?+;C5${=M}6mSC`tJR^$rctS?9>?R74AUG?fx^=r*hu<9G#X705H@`CZ8ZW!`
zJw%iy3^_od9yHrCsA>a>9tKtsz&9131)K2$@JJ>dXm$?1Fq*G2UKP<Ex5zI|J^C4^
zdGiNW`@W8AaJ|pAC(OKbX5i_C4*6wHR5@ILq8!53cj2pkEa~WLS1ghSHQh+>lNtaS
zIV|Q#f=lKF#@a>w(9e}(gr_Sca<<>IZ7$^@5cLhV<eipTO?w-pz*#UejR%S6jUM&X
z9yl{HL`bVO$bYraD-K|2+ZJfy@$~SPB-NJ<jFb>i(p(aI8<adtUw0xQPOH5eo-C*a
z2+dO=&bLg*&lw?`^eVhu=pM*Zbw~S;3=T}CGI!UT4;;A!F-A#gxr{LAJ4~ofAzT-h
z?2f``#=Ijy*!L9<QL92=^o&UeZa|U9qCb^dEjpRRvfugBiJUikEUq80y-9u(Ig^<l
zNV+Hr0{Wt3HNGTVwDxV`>B(ri5L06@EkxApBt`<3IjEL;hRjXBG6g)C$}*!)$4$1v
z?ZGz8;t5%+5(OWBa2Hngu9$<W7IR{8daH)d9k2c@6{xKp+&H8wOoe#Y$KS|~B$3O^
zWWM5tAvMr3Z^$1Xs5p4-a#>dhyx{QFY0q{gFb@8qAs%zYCWeVjRx8DmHePePX&XO&
zRXPte^W5;<$B8z#Vw7w$_q(U~q(f(hWZgcs$BgSeqhV~X-|euRAz13Br&c6J!hy4J
z(d1n>_t4paWh-qi@jk}e(DqT#%%T{1)tjxi79OfH^d287W~mWY9sv5fQBs;??VCu)
zc(1|Spa*Nbkd(_y4Z|a0?V@h&<0QJXnbRE$S7#nFC{7$YPsq#iaN#$k&waZ3H2wng
zAGx8T_Bm=}J=8jo=&n1}<Okm7+6i$vhl~*&@SWj`xMuVyaOfD<1;~cN)XN)Av10(<
zGUwFUa}kMZ-`Wi5<ru2CB4mEkb9kDr<HMXcoUUhLTZ*KhghT$;UxQKpuANxQj3rt3
z9geRIVfqFO+uloA`x2V|5GDFFrM4?Ep7#a$1*=fet_~ICLP!L!O3LZ3cjlIT9yYmD
zawp}i_Muh<eh=36%WkQbfx(|CxZd#N9D2QXs0zFA`~%|2t$2p>C(C@VL#$>+yaZ#K
z)fls$nICJi`90MO&2*gsN8g1KCA!08d~~~_D#KHQ{4DS9_Um;La4(%LgepT~82^Qc
zb$<Snk}+_Vyqvo#K>%|-dQjq8LQrG$B-*aTka1{`Trf#;e-Ehp5R=HD;1P0u`UB0<
zPcH;5>6|fiSg*<CLtu89I72qzA_0WWCn*X?rg0&Q3ahk(tvxj|<`hL~{gYAY?4J*h
z^|7qI*T?czw4_$H>;7t{_L?y%bCZS|qpDHHem0QN8zR<kXuFwUX$$XJwS-Xclne_S
zPlK-<MQ0A4ZWd{lMsl=g7zK>zA!&IhGmE<eOfIwA>ppqE=_ZcN4)u50$Pt%Si@Isn
zX4s}85UxxSKYkz(IAZK}NLnUXcvs=8%}ik-+*e}Pw0d>W!i(83N*mE(900!X0Zx2B
zVFce<SMkiVkL8P;)$XyaFY^FiL*^4%oxqh;`7m7(+yx;%AoT@!bSzlkc=ZltAyv#i
zCijE^g>61^wgGiaOVJ*KSRhjnEYvG!OV3wyoMCzTy$k(Ab}m$Ysc5Hu1X0^T){MB-
z(^wH{NZhuW;o>UZ-LMhm5fbVt*I&WZW7jFWB;uZ5faM*ilsK#ZFcNX&bf*wz!IekY
z_@~7+JtI?0(Aq1ajRm4E7*qSp%G#5W?l9xK2_uccVFpD!b*{$Nx7qL5%BvSlomV6o
z+`yQ)nz(}+xjjmX0#JNzq~hX9D!_TlJQZUH{=EqPQks1LevGqf-liXoO=c4!r6Q&Z
zmR7=2)jxy#%*?jZ`kf<~4dspF3pSEP1_hygPtVL=OVUsFGUBA(WNJt;x1ce(v^Ad?
zkpwY2OyD+jH<w&7W*wS7HVkK=LI8wnOX)J3pnH5lgWH=K!XWWKH44*ZUm(JeQcQnw
zouODgnV9@~-bZF$^=?atGFJEuE7^5LZ6EgQveLbw-~(n^L->|gf!~&dUZ57ul%Isz
zjT5YBX#`N`1W@0UQJvL56}>aU>!Ozw_Z#Ozl&{y0jndLWXyZw)vw;usczp7LnG%PR
zyJ$0(Zr&cQb&Rqp>Kgks@+GSiqhhS5GYm`|`lePFO^~pJ$ej~?Is2t$43lh>-jmXT
zd~YJoDqHj?Py4n_>l&o`!Hp7#u&b{2Ae!ft9diNUmtz>3ki>9OdqXmzP<)_&g72rK
z73fU;%VH6!bS2lLVc4$*ODXE^z(I89aw1kwOvX~*=PCOe+L*b|K}9LmE<EW#P4i#7
zib|)JMe(bVhP5Bzble`MM9&X-*hw-qORnEwmw21bq9k&8^*XDy70m;Ax(=DYp)2zi
zBPw)L4qomr3WIo|=YX|+`W?9j>x$7^GoCqdYVMJ%+oXwn$k+UUtyNL<Mf32SnT>O9
z>(?jhGC}}`5D}-8xtQcQba=*X1xCRX3${e5!wHQ$ylP8kw3lyk4jEnOoKF9wge8sI
z@T*8A`f?T*elCIi)X*!^p=}Dw#k*TN+)u`JI|wUz>l|fPSX=|s%z54utz0-^*~NM^
z1P}t6G#IY8fb}e<#x0WWJUNG3kM0+(RzT)FnsGe?SH?8O#VfIIW_(ND=@b`;WC#p~
zaHCl>E-(kB7{6uathZne#r#oAAjrES?)UBYN{H_)h1nF;T+&Ev_*SLrPit%$E~RG;
zKPHC7(8`^s9SqHnQW8iHG#W3RzD=7eoPiHUjmxoWopwdDgcUsm9(V7q+>ufVTRF-l
z3R4IpDY_40U=jiRw-!h=4fTPsZ{-EDxl|lmAHxlW8yM{}Hv(ROAt|L9t<jt?Cz1GF
z6<+GGuBI-@s!EZSNDfKgF+YT7v_2P5k70oy&$f%&mOgHS3KeiKH4FW2UzF}{QNwh(
z3&nThMD`b%K!5SPA2#wo=umt#zUNxrAf+lDx}x5|NWkS>bC0J$n1`-W9Eqi3{SLZC
z%k#Y(Er&ujCOuhPne-4%&yZ!_Q4vB)P+29FxWAe(q173p5lUpm(p}m=u{81lW4(t@
znT@XmQ1`m^D0j`ijN`cdnW2sP*8c$WI+mc@_sDh@2Vo?P1rd1m(6h}EkP6pM%f*;T
z+EQMxe1y<xP<mUUKu59UZ}9FKWJAMsb-8VAu)kfw^{6LNhlma#Lt#KlV7uVImDD9+
z4cqn(^An9l>DMa9VJsjg#bY!JOfJupm0ht9c=!aS&cS@!axJ!$bx8}Rntupy&|t=v
z>2?P6K3AUW*WYj8UYV=>X$@pT1nsoSRL}#mL1ANfVx_!fumxhOR^*V+9l9>uVmVVt
zjoon%TDMmT<3h;Ayc3vbs>^_GTM`{*pEyqHM?q(PcR`CF$z&O*Dl(i0t2cBIqD}&8
z_oF6olQ~jwPJ!Wc#1kiu&t<C{frum3fZPGXWx))Hy$;bIZ*7KRn^2tm5+^#%O3O2@
z4jxInQ=#3N#!3umY5_jexRc4&(S&(H?v5QJ>Z2+BI&G2Eb2XJTu;P`}`)ox0%H)G9
zMMO9J25j5ZymT&7wKDs%P@JKL0H(~%LBh(7RT3u|szvAG7y@kNEs)X&ns{t2m$Ghg
z-DyRg0*>(6!8r<CpBj(S%Yh)@g1$+e%8O;w_uiiAVAisHC0f6t!WI1J%v#cT+Nc+5
z@#gMmErIWz6Z_l_m!?UQO|~>Ry>VkCr}40=0Utd|-2WDnEmMRUB5U*aHIo*;fso`&
zi5vp9muSa!gII=5jq|(fMOM^{M&j8CJegerQp4el;<RAID$4d3;I~~RnwW@-Zih0Z
z$dmyDZgDIr;-jxVQO$s+D?7gmePDy3(EHj{3SS(J%7VVv&>Y7iVB6F0@#}eJ;~}zA
zJ_T!BvGdMt=COJp`1F^($22@(@xvoOM(^D(=Sl^EiuA*H$ly#TGwzF8mhO{ccQ5?W
zU4?g|M#cm%kvnlRlC0!a+W079@wRlry(&_LEB#?f;A)@+qLSMUFZ4L6f5oc)l0RCI
zeA}u_RT0o>a>rwmbRP)Vxrv_I)dLb(d@0#dGt>z)B0Pz6kejUaty(<`jale;sU0`U
zez7=Cbo^HLw4QF)rHwM%u|&&eS*9rhp`&Llr+@L?&pF2GY=LjEO}kgL!ssF?y&8n!
z;q%Q+h?U<Sh0SzwN#3LdnFY+2a~P>(b0I+b6U3zNE3UBnGFBfumz*uRX|;)J6Q-aa
ziYdm>a8;y>?;&VT=RN4wW%F7IYbU_KUG(N<WEH^EXX`g%Z&kCwUYiP@a4tU!Z<-Q^
za3*eCkl#>Afde8me4?V%8_UR!U}6yYR!C5|`|wrH`&C~&pr;(@o_U(Ci3K^TfvvO7
zW80+5x0__Fn@=RzXZOW{>^N(Nba|>YnqV(9!-5Xnu{`P#dAfrW2EkRfBkJ>|sGtEm
zC!_d6bzVH#-xnddIed=VYtEHi#5F)imu}L&VS211nH442eBRzk2EVaneu%xG>@&jw
z@6-h~5B43;JR>kzGM$?an0Lzzn*4q&l`28+D{v5hvh0_6I?O<Y(;C&ttX6HyXwI*p
zOSwq^1(gPgPWB6n*eD~<P4rf=>Ep+lg}++y7SvCpT!h?)RJRh>s~{&OD@g$`#U!=V
zH3!tape@VlV{NXYeP?G{;V*GcYm$?G@B;FN77r{1AO>9sTvHgMFfOU&WH&uTbztv(
zr?<p$%J@)l*{+HH?xXuD*Wz|wH@2=|NK9qcuVu-u<F!s}8V2Mtn%HvFu~xp`*;&B#
z*ya3LAXJP?hn#%00wKHHKp9}$Wo04OZB1%JZcP?x8ZMVd^IfU%AvaG4x;3nv`&@t!
zqnPBARuPRgBbdLsnLnVR0$xnuDjY`T>G@;WO>c<%RK|w4u=m2SR~stFZi}rj)V|Ya
zq)40k1bnUMyu3lnT1u+QHVzdOMHP5)BA?|DOc<$*S%X5(*N<1Zw*2mBeVCxFnX_mP
z-w=WaVyCu<gNgwib-SIDYH`B`b#&k;`#pq=t}5!8RNwvS<-5HcnbU~hw-konnI>IC
z1)IjsPT)Lu>m_jve_KS^)*x_RHq-t^mq;uO`LuMR=ccDYEF1h0^9fHrmGNt+R-o?j
z@TbBU%s3Y@de{_zO!dBVp%n<0jx$xuG|Qu4N5NS@D`9&wFGj*nze~&qdxSOA943|;
z1{Nue41F>NIRAcIBGC7?#S`i7pQj2}Xo>9zWmGN-`eP1Gp_xytG9yOZ7H+|zi}Ce@
zJRo6i*onV2u0INDsD)YI6W{F|l~iyTPx6J{=<;S+t~bMcDX`!;ZZjyEZpN$8iS6w6
zQQ7LEh<G#ebM5gdrsy*gpeIXTbt`;n=3tlf@TtQ#2_v6Hg^^}2dEu|jt-ORv&T38)
zu5>8!hug+isP}`0pTy}AOdX_Bs?U!pl&nH<gTg7X<h?|rCw!alo+V%}b5w$jau!~5
z?F?O}Ux#v{7~Z^Et(Y{OxJqplRR+eJ{SBB)ej9zqOx1!j8-q5GpQN)kF{$E2&ds+X
zJD=O%bYXpFLg0lbbmG}()2V3PtBYxV+kNKYnH{T5;+`hESJUP&ICngu#swk6(>C>B
zc1S%`K~yo4+OCX0lt<g?<_sxArMY7^>JOEJJ2E*MCP!M*!|NB+lbOZPmFDvAOmH@`
zAH~(X*Fo>Jtz}g#cyL!};Vh!pZ1|`;l^fS#AL8a%1f*O98Q#upAd?L@N9`-G$EK(z
zzn;+RtpdAVWGST)?Y1AFqiDL+<+GYFji_BXrvJq|;79E7T_v*%fCkmRXsD~Z%RQ|T
zv!o-I7K(>C4SVZXxUKj_e>WUnI0;fWOqzMt;73nKr1c!iBVhR`2Q1tcuvtzs29DwS
ziYL|Jj%#3313lzTbo@?v_@GJVcdyx?x6Zag{?N_`NR4eT7#CKCykYK4i4LMT^651E
zpGeN)wyB~N3JSN1FAjP{o=ul$3hs%imZgP_VuS>T6XoL%V#EM?Y4>KeQ_BwvSUQ~9
zxignXO^V@4leG?W3M+Hr&ezs%n0w%z+uH6NZk`3OYG^FPKeMJ!jJXuljM%6NE5<*%
z9hZbUUt(W>0vzw&@>eeJCXu`V&yUJ&p2ESsmL$xVr3Oy<lX+fS(=m*y<1SFb7}me&
z%jVK&q;YYElpyXf1Q#7+;d5#j21sU++8F&jf<WoY6P_)&*W~3CU)SXw8DAoV_*^(_
z9q+Zc6nuG@+yZwfP}o(xz>*D+AaQ<^C51-CIIHa>Z7y17Y4jZDvaPyokvzJ`aesM)
zM4u!6R(WvkTSd{^U^eEdeX6PnYk0&H5i{InPzqn8ggQ+a&ZqPXsb?PorR9{w>-i*N
zXf49tSN4{WcH#cY<_b5ayJ$P3Wt;|U82mA$>E?W`hyu~j>sck}n?jS;w@8!`dcM>h
zTj`Z=3M3~OD4>q2ET7Kskc#ssaqOFX-#!+yUOXl%cwvlpgSn@FQ#~^<C2sk8GTU&S
z%SPEW(`&xmY$|3=#}!F8+XoEd6f`Cb)LFn`Zy(P$o#V9CgdTXZ4jl7xe=;q`?3YyB
z8wN3cL_y|{f{{|It4VHo3~{zjbB*r=M25XYMoz$)NpXBXbVtkt;IfMc2~VCy=Mj~1
zM)PzX<mGQS^<&@OT-j^8$KZ~+BQ4PcHcel7FVD{=Q1{GFTs^?SRzw+=hR<RZ^nUP@
z$=>tUd)p!^ug+}H8I*Mwl4-1kAm0fcWd7L;ga%w>Srk@#(XaY#PlBC%t4aEyCOxgv
zxH?76?@(wkGXh__siYElxMDSG!7)sj27;75R-p8jon`pMJ!M*NO8h(G86|#?yy<>~
z)!Y33y_01PR(He@=p)AYk7geN->J)czzbT7-5!`$zBNnWQQ<x+uN;IDWGtl(tp}v)
zm%GJ4t8uspXG-en`?53)j5`!RaK@u4Z2ef47TgJsJIe$65}ol=*<L8}ZXC?RQxk_W
zuL%@b2Z+SG$4;MyD+425tgVc$9EFbvDX`J?`=&>?xc$17#DZl+W(d)CKS8zLZr3sB
z>F+Sq4=Fds*V3A}f;Oai3<Svmg3Q58-+B9Jgwa!iuvG;#i*e4;rH;*)&Z21}Ef6oz
z3!L2X_VUw2G<r7piMgu>LRd%$qRl*bQg`>Sb5S4d%MU+lsYlXpb_W&#=s^~9oge(+
z5UJjxRcIbOb%mA;i~)o174!F?%1snK7HfU;mC8UnBjMCAGkdoe%elaH1HiaSMo3#|
znt$E3&SO9A68HLVkn8a~w!#du@vRHnOEb@HGE9Lw3rpzftK+bRI*r)YRNGY=vn3;v
zG%4+ho=XafMKTrZ^tU=>kEHlaRT&mzOB{s<#n|1FLQrpwy0%bAo5XJC59O}Fc)Y-!
zFdC1!*t+h}8)l=T*1C-=2{wVtT7NTa&yVd9hk6S*tGbUt$)h)gfU~_G@ZD}PTbI#1
zjdZi^Z1Qm(Y&A?W7l%SGn2F>2RoS@Rz~eo|Hg>2R1x~79j26v@c3cC|Y;=c%JdEQe
zya<DH9c<54i853c{*%GcTJJP?9HjSFsQZkKO<@imbSj_8I%}_bQ+~zFH_teW#gg17
z{?NNF0%8Oq^}F5o6(G>NTl9&sO~^?(ZB5uY6_SFgK=x9QT7`UzeNk7<Xw~)%!#2O<
z0Xez2co`@PgM({L@MDOUn>p-SNZNef7;XaBrdvgyxP@wkhs==ds4Y}ONlnBkUpL=L
z!LE)9i3Jr{_@Q#?9oyEvO+N|iA4ERCV{#zXs8Y*Tqxk|~`X=f!z9IcM;s<4QaIok1
zaSXbgQCUwg1J^Q=Nm)?!hcmjQ{x<1=NgPb8t1h<yMQSZz9^%W~2rdJZGNF-ei(B@)
z?SQRNA&v_77IU%twADKt_k%}M)q)*qvlbscZ35&$`$M$X+dm1t>-i0HB&<}PsFdv?
zzm1Y=*2if3VL}ZAJ?_D>vJi*>S<10kPv1UasUTC^To70g@;IwfuL@9~i`~(47OjWq
zex^Im)Tt!(*;pJ&h$V*xLZ;%?>-5UJ^~PiA#umu~aa2rKL^G~3Jc&f3A5JHZez+L;
z_b@Mb3r<kBo&S}`HEwsx(8mnj(pq$nr7qg$A-S#^yjA@da=D9*&Z7r%u(D6gz&Jb_
z@?9<u76yl}iHZ8l+QRzNCFPE4!;-xVQeK>Q`GbUw0AJII{ciOHPw7TD@SSO0S*B~b
z``APy8S^_E`+i9<7>!&ru8e7J&yQpD>@kVJdLByyl>>+3p^wlcRNT#R()Jy>WH{l7
zEHT0YBo9Ko0fO2ta>e*3Qg&4I;qfAJ9yya`hpjh?h?Bw4?K-;|tNGZJoy71LsB9b|
zS@ECrzA{Bz?UTy|--#)UctOZ*I<^qRtT7BxDX4e~EHjbtl#%ArH;rmUkSl{(9_qPc
zKJfbTPCqI*eA!{<?)&7DQRvHgg@vV{uwjo@e18Otf(&$YXPagpIC${-lh}77Mh&@~
zCAtmI7UbRWw6&qRv6@OxgEw6xc1hL+-7=Yta|966;~!K6C{5e(2EzOdQ^25eJPrCL
z{$51gMknm;Z9_XHW`w=I&Vj-picpqRN@U&O^6l&-69rA<I0h4*9lzQ_awN$bq%4p~
z*2z0RToH~d#*?a;ZckRNnbyp0=A!gI4TOsggsSPVx_5!Z5+12u44h=7c$g-p<i*a}
zr-ot|BAP$gD@AfPAU<T<He>l6v6?lvj`FVZJE@S3x<UCFwL#v2*qc_>Z7q2W7LW%#
z8u;Y`PM_R3q1cM0RJ;=x3dsql4e2I-Om+1ZESn@n60ubQojQw!)!P&_xcrCJHcLuc
z)A0YI?Vf@}3Bo<Ww{2Ue&C|AR+qP}nwr$(CaoV<RY~Pu^J9BquH+CQPtuiViBeTAj
ztgkA5e}_VgB}apx?Z}BI!?{^u@t4<&%-AiMmVblry`+tduP9Q%A~RB2&;$btJSjh6
z$j<3D{v>Ev3@uW8WX@<<mdKj!q=U2yyGmTwzqI_5x7t7=rLoys{n;FZ)wHaWi9nS*
z(w>EsN6JripPZ4u-A*Vh7aj{(Fkg?)NQBiinhKsWg*>)RFVdUWDtfu*F<uu2o1&9v
zO`^<x%z4A}y>N2@BmaDh3X|SfjV*u*ljI&mK0nbGEC}M8HPyi~PT;WtC&5J(Cw9aE
zkEK1xko93OQ2%bTuA{6DcZp1KB1;l^Z29`h)84I^lJ)^g=OR~oitwW+?Z1GK*G<-5
za8MJ15@b$1Yb%_+g)yq`POGrD87wBgD(wR<!^%hJSpe*Y=do^Of_zN;_LS4)U~@Jj
zA&1*A#8<I~zg(0>RqqjyoRNi?7q+|Buff)ktjeMRSOv_Lv@rIA<E%XmJ0GN$8h!K$
z#^r3irC^tFik25ShJ#69_*xe;d`|Yh28GcexYuJaGTe}e3E4AnY7Bykz71l#3=uVi
zZzE&m-4P7gP~MX%ndM*2w*{^bVjg0qF@PrbR%H3Vf-#8ZF!0;$>G=kBVUF9x!K0iM
zlzHZO9I>oi0${_Xq)3rCx4R7cd@TzM2vO{YY^c2}m&2<UrEv*Hm~)xl8F4l6H1gT4
z`s<G8;(1RfC3~T9ll$^2jEP5>Z{@<}%;Or}2?Z^Z0uKP)JMNZM!3<3AKE3eZvvT&9
z5HL)ov{$jYf6MaJe3lEJb>St5;w~A1z6&j*T9v2WIdP-$Y5hA&gwlg$V)FCHjUcz=
zE<@G5qPNk?;xnKlis!7lb*Og@B68+d9I74mK2^r#sHz-h>mU9FZm>O^$Ri2KC<-S(
zz&`2ndo>+2{*&+%WYk7?HqkU71Hmh)kiwad^<gYwve=rPArqiuig%bMu0ZN~vCa%$
z+QvW$TfmZ67V32mX+t@+MYQ9WK@4z8?wV4|%ZG1MvYeDaoa9s)rDm9aqWGzu?_X3Z
z7Wq!Zgf|SqaD|drw_|PjvhMn5pHd=FqYhSyJ|MCYToF0MOdG9VLI>*+y2wxM$Dpw6
zzC9TJyho9}I?P9yKJNNQ6)<+|BSd32a~MN~{XzvnoEQ4C=k)`h3Nx_d%Aa=5JWHMW
zIk-}r074%GxKHXQ&W8WA1sa13U2Yj=;915Um2a=|)9j}jckBU?`N0?hCT)FZs!)r{
zIP+US6Yoi5kIN@9xjAcD4^dwrFu}W4>yb~UX6b5sM-w(cNwt-x@8xlLLyUC&qtlXa
z$xVgMA#2{@lN}4h(aZF;W>havq1m3;;AblxYvC4BtM~ZbkEEIiSB|TtAvF+kYJI^r
zZ?R(4d4$cru7SAGgp9}cAYv}|{&c$QoG$R|79&__&6Dj4JPwOb6dNlDcNA6?`_)Ft
z(}f*rzY!L}4MdwVxqxcY$D>@3#;(RxFuK3)Y7S4t5kT0Z%JiUUHIl$R{Als4Ub3N<
z3a_K51+va;nv=HzKJQuw)xoFyE8X_E@AHHL{0Ewcgp(O5sSrRyAy|Gy88~M_U$Stb
zDIw&@jLboo<Z~C)4pySG=t|Qtix2IRCJPz1nnoPg#n9&2*K8*y=4m&ekCHu6=EFR6
zd2zaGceRZdA!wh(-}zaf_*o=NOYivY%qzvHHYGiP7$c|osC<n0H<M^5-df|mBkBw#
zSVr@H--G|L+A5z>;qQ5QpPXAl`H|iAd3Cn?Bj}kr9g<=}n5;9{{HR;UTqkGM#sdcf
z0VHpYp<nmOwY6eCQl5vE4yISL7$KFcq3!WM&MYWVvIwV7VA)IZ!$8T^oW_mymh^eC
zN82#J;h4bynEm*$!=bpwU>$+k_dMV#(1U_L0T|%(%lkt`oTNMd1A)sU+}WcLaGFK#
zA`y&|zuZ!D`3v(yBXjH^Zj?TE8>z1bu=F|nJKDxJe{zCF9Z$-^Hz-kt^wJA!IVyQ?
zD%RMKbIo7{J+86F0xJT$sk&0CTDp}@h^1Cfi|&9VKI~mVE68#umyBvNI+^ipM8~^q
z$SlE?7PuR!kNMjbmgZjKb+EV)@IJ#CKXseae1d;+;<n-HlGDqLoa?1Bg^+{l`=>S%
z^pDvokQA-cHMSC0EOB6GEN1~O;6mTWtHc}^rCF*d&cvDPp{lDD;!UR6S|ZU<86t$(
zbejt62r)W<wnsJ<!uSFZhIQk_WfKCV)0X($14N8MO$wT6Kqm^uZCfotmh$Rek6JY!
zAs2Us<dg=zog|9QyNG;ow4|AxAL~EjSyozQ*#EFx(ZI_;6KJpzVe*Q4b7sdMXI%hv
zOQB|Win9|`fkyYG`(PUZ$Z3ONgp>slA_!Lx)HX#ULPz0*J`!hov8^hcN3d>;yQ=c4
z{<Rf|KjPXY>U}UEE~Fy&Y)LbJNRNW3(I$^^m4kxrOi~Ls+gz7P6l`$Wgq&_B`vaSC
zmtQP5V4g2<-C?S5t}mfy%t$|%%$_ODQ{<99dqTDWNsDG*aR5WtVDI9uru3VGJ2yhD
zMmEB)u7^efi^>~2ottyl=}1^uOFVktBvLksB4*6YJsGtB-DJkY^8;p*JD<{3H{)LJ
z{n7C8E?zNhf#PlM{YaEXPE4)?h@IVpA`u<L-gpI!9-*DV|F3SRK`mahes4SxEAtL6
zCL}5+P1i+INn-2tu;;Ep$dnJR<*IrtRiN9^i!sy%4L^Tn&J$Va2i2T+&`H1UEN<Qs
z5k;m<2N-C=lTDR-m8cTHY_cb_#Z5)HsQFG%`HE=~ouQ><LwK~#`2^0G^MR5QMX!D`
z@WUxH=u1&HxOK!-pN)R?=Dhaeo#v0G%o6)9>?QHXw*yh5BYEL0ZD2Z+7;9sKl!|-u
zvVue|uOP|$wm3f!*<n~N^O2)0#(YA}LKDGqz}QHQXSf!Tf(*2g*u2WqarTBW@0`Pw
z288t?RdI4W0z{H;vZmbPI)PdZ3tMiQX&xOxgKMGa==+np3j(qz>Xl)H5f#}J)`Y4H
z+LFvISH2E~U}#wI&H}iG9I}#7nF>b4t*15ywC&Y$TH%E`)f3Minb_L~<RgX_Qpfm_
zJ{t13D+Yx%|5(w#KWZn!!dC|*JA&Lec)K(wj3eX7-NvJMWHW}0CQuE;eJS3TvlfzF
zy6(%oKr7PVQR`@_?!IcNNN`edy<XL-)-6nrp~P@PSJI0uk+jqEXlbCiXg8lnIvt%<
zo|HWg14Qx#ey>gLA=>n#PYF`G&hGE*B<5RA-C%Z)fMU_$#YY|qN*G`DqRo_4e9e|-
zB?5eOj44|9GNnM-aLwA3ocKbT6>k5UXJAXKZ1k8|s4v>qoJyZA?w}IH;8_aGOf1hD
zJ)3tG;vMbMvrux^Ygso#F~V!^&1qRe_K6W&aPP^YQnUI|cwfi%RC7Gs1z@U4$f<Na
z)hiHPAk+$|on-<NzMpFHr<r=n8T}lWLSB|{h3d$+&!6&-%K|yGDGL{IYUTPMJ;V5t
z4!u~8js`7fk;?6WNbb~GMFGJ;oA^URRC|US$8Ka%2Y_Zl6R=RQgj+z1TPX+aIOfqj
zW@%Qb(@2#2zi7)3qP^WrJJMyY<J0KdXgeis(`6^d9Jud56Luu+z>Ope;(`a62_LYq
z_OVgAq@Y1*j7i7Su-!n^KQlPG-K9-W!~?wMT-6y~RGun$|EVchK{ljD`}!oixhd`O
zCSTfoDBBdcH6(hOiX=&ExiV8+;^PEhf&&3E073x1?1q8rYK@?3sVCX;zOdW=y6`Fl
z!AG$0Yv$vP3<-h(RBjtSqKoZsRZJ(R+7J7!;=yGQa0Y)~lv!j{iE8=v1VK?$048wa
zMiV&E&(eDCr+p2|3zs#HpeKm43+Mfermi(gtoz3Hq>84aA+Z1=YcS>ohnJfBef64%
zLe|TH6EkHdCECq0uG1VKd)aFPq)Bry-yP<6Nq5P+XaFgyfOz5hWhRS&d;v7tYB51D
zC}FU?_0{l^WF*oH<&QB>R2!VO{ABS?I6ZMzu*?d)uFD-Qe|9~>VQPoXbrs(d0aYYA
zJ8ZJBqmrsXbirMcAPt`Q5IhaJ--JosvprT@jQEYiN<{y-ZVSJ4TrVISt8@6L4mtTC
zl%Q=0>bI{eq;P?%DL{TZ;<7C8+AL`UtEV<Ex);KCdiE+WZBu??x|KM#UmvJvFJYmP
zCCI)GV+<J1fTYXD%V$~`L3^fjh|2qLA~R#Kwm2#Sm5EAPGrMs8C@C4qSC&urHW{__
z_VfuYUzwLp<naFp#rGm9x!iSra<OuLu(0O+g~XInYxPMbY<dOJr-anfRRW2-_GjE~
z<PiiY<i<MxO^#{7xTC-MfSo(h#H^pas|Y&2HX3LAlLyS*eZ3h(1nmIfgUp-1jN@_P
z0hu+9Di4a#;T5Cu5OG;VHX{@*X13bn1hQcglwM)d^k^l&!vp-o3_!GRvFfFVSVA-8
z7h$scjRxMOHwok28=wWx;fls@jID^;4~piaaZ*Vx6_Io|d~o+&Eg-?~rgQ%aLc%Np
zFAA7U#7ok1rfyxAVnIO<4`BXhC%16DIadoA+lo4aJUA=F;5w*6U>y=GP@`Bsw3(CO
zFV3dYDYhC~XE=!oY^2QIVY`d>NWt;Z25!U<yLp6)Dv&@3z#sjxy8$7G$dcZW<>w;V
zyDo2)p`v^d(;iiKYlgtHY}2}nSO9QFg&IFeg~5xC;d6kL$T|9L2d-Y`_P|FJdRmwE
z?~t~-v!UXRCTuui$C*Z8HvX{z+?ZfLwn-~u@aisUl0&~rW`<IyH{Cc@K#~E+I2oEw
zCbtIk>FTdcbL*0_TJCgbp1lrJl~v~l)D{?>nsHzhG@>%23-@#$dX|dEzQD>dC}v77
z?zp=mu9|L$b?e-mPn9C5fny3#fAzQB{LQRNyKrhBo(h<{JZ%SM7sQ|8x<dod$Rx{m
zLMohY)6I}+?QaB@&{5+Gbkmh*xR=awhfvd{)p_@$;#-Nj{8&AMe89Peqfb^Y@%nZ_
zP;Upb@kzST8JY$rxj>--vguNb{6wtRzXVua<N3}tLU4<=kh&k^_)J4FZ5Qr1qOo`e
z<f`TsI;o*n<aaK_iU;K!@@n2DY=Hg{UrC;(f0uWbLt=o=13A06cyjOC`9$tu3539!
zr6zT)icz7rXdduPSrWC4$2ZCpO6I-3u00I!7V8{?q$xY+txKo<QZ?oggRFoYh6x~C
zcV*CdpO_=oI}i@9Rxb6M3*OYZAB#*kO1j9Mj*Rv*08%ZF&6oM<u8WsZGLir%w@JiM
zVGRQ?14tu2oW$%V?yv0m!BkMskT6Mc;CaWFXqmeSK*7iX_!HkWYE{=;IYJ#43QASR
zh)Ghf5q_LYQrApkO*++p*Jwx#I*2U{vBO04r<w}yuCOIfl4eMDP?DWhkTBWNNsLiP
zT-w35pj=Y*ite;nT?<kJu+=1soVObD972CszxV5kf=$@p;%1gAYa6CzxqY~jWtJ^9
z0YYp#e$QqVWPlPXCLp~eb+OP-a?Q%TQEbJ!$#`<RUJE*-361@16Dt>PIjkiANIyih
zb~cLAyeepaD26w-7vfi!z1XOC-KQl&ap{{|7g{(2l4BPASonLgvS?RHg*Q-u#u++J
z(Ke;W6>>F!nG(9$5}+PEBs+BkgkziTk_ucUVR8S07t$0on)!vGxljua3bftf36TVp
zPO&*I4B;isfLDE^=<D2W-qGSIX})&os=eq5z?8$vO>tL=bPbrJPg?G++EFDnBpydt
zW%*wXX9Wk|CHr*E@|?2JUSri@H7pK(niGH!Zt;olWA8xvi`xw7b)e;XpYo8%)=Ko)
zY&l9iErULAzHA^<OYRs!V+CKD4=JdNw7n%%YD5$ytY-|M`D7^K@}GY(2Mqc_9LL%Y
zGlQG<7x)Ny3DosQ*I4!|uxRA^#I@FlzqgO)``Vcpp60&$fum2EH@6T)ASWsreC{%v
zMUB)Wg_#ALIk*oWP?q~7HbuU`QX}0j7IR$nCFG+FAr}JznP@q7S%|QX`U}#28$GcX
zb%D709s6_GW)7Z=W;=q}Zs+1<SkJ|m%?v6=<sHjjz)8_=3Fp$HMO5V4_B13O)o5_}
z94#;?rg0&|6-T$}s_0ppM7clM!CFb#;@a<YyK;fooUSDUy6Z(cm5UOu2XjQE#ZrZL
zXy_(KR^Ow=ma3BU-Cxuj5KNpUJjO>OZh6~<<eVOj!%PnmxImw5f|v+C`8U>VSGu(n
zi$?Y|5i_g|-qwgJ9*cXkUVwOge}Uq<>*RvIS2TUhB?kLwN8HVa%~iHA-^STUlE-Xn
z56k^572`bO9h$I}{~mFUIEmi$(+T)ubds8q@c|w4BcyR}7FQw2Io~FN_m=IA=lIvc
z*Rns0^N0C9L|2%Z1du&{Mz{Jc@!ed1TDaejM7@#Hzg&hVIF!%#H>rapXYiKF=KHkC
z33HhkU#u;R{<>2vtgbNC#A%H*wlUDLm<C5xm}WuaN)97T5(1}tb8%q|I>WHLpCQHI
z;!@V8MfzmK57^OySo4&QOIj$s(e|psrq#*-mQ1QG)%Wm7wWK>L5!c$>cGV-J+q`{f
zb=d-z#T-{t7FX@vdN#H$&pqrRCC-m~_U=}B*D1}J=YmlAie{`dHB{okywo|!KiL~m
zETpCfo!jxe5^{_upCgMvCV+#AuNh%V9CnSt*XAo%#4IzBXB3BouK80{v_V*|KK8}?
z65AMld^vLnZW#6alY4Q3TX6^$a~Pv5B&dDey@;M_$PPx?k@O1_#FSZJM4h-m&=_H+
z$Ew*vzY`7h!5MFhd)vX~g**Z5b?Z?rGBCY0#;qC5aS!RTpuymR9K((v9B^NN{>l+A
zB}-Z=I42u9$E8O2tP@tx?Ft)kBu63WhuVv-r5g_!JF6u(qI7J9A_+V6L5l;<<xknJ
zY9AGqI+K3Pr<{+hUFcS|z5hosWsz8Y2R>F?%m_t2O&)5ouUd|@CPQ_>G}k-Ng_H|~
z>|3Oq>UK8#<nlM7?9Ez^?xoLo=EsNcl^OY7E~e*Zy<DZbm-?jL#+gyy$30y!(ndZo
z6Z#rB&}h-7%l0||;e#I;DZy=HRcg;8!L%l;?1rLbm--*G&WD1#oZ#2FWm0S|OIVKW
z4PL?O3`DP1R8YV;$}3IV!5RyaT6F`1tjH2ju&+-o2P$zKa<UoZk@rY+M*9Z@i8;pe
z<yV2t;Z6N&LtG?uiU*y%M`vE2vTbjTHzk@~I)<H??bStuq((6_o*CSeW1^8yU7jzU
z&C7Up^n-f&kPE$7k~DaYGiUf#Xeo%WpQG~SiIeAP2Ni49PkiVZ_{hdw0ehIG$f9QX
zQM5wXGcmq~)ugNjsoMr<c=P1L-&OPMWW%sed#tW>Nr_zsaatj#ffuyI0C!D$a?4mG
zFf=Q3oqASc5*T#}yi5jcoKHVlJCedeIR#+^66^3@KPgY1Y|Bnd46HS!;(suD5}pc}
z3s@89qDn2xZI%!aRTh1L1dq)T=<+kwHeP8En`?J~C2XbqrYmJ5L+~*HmIjWU_`tSz
zv#&w3fodS$3B*gVaJ!GLS<v*tK(dP;EIk@s3L-|x8h|3+T3YJr4|iaZde^K8s`ZRp
zV>w*^_N>QDd<%OIL1s9QZ)odG@&O!t<Vb#lo}OqBjqBSmm1r?RKXSU|a8=mbYpoGd
zu?DlHqP}u|oWu+2t{<#|iwxt8ON$@7zc}I{1HmG><`aA}66S%egrs?BLI7UYfEof6
zv@eNZWb5RgcCBgFz~V#7kjc`?f+6lOdMM7F&(PVSmHvtUlm%L>36A$iClCW^?b%R^
zlyxRWMC<Y=;9?)4=^}Lvs*XNz$IL{o0<uA4E-en;eUh8>EA1}2k|sp81RY*|f^rcO
z0hbt5a{J4bZW@ykS8b`cS|9fqFlUDo-<2?9BxAFbttHAT+6+E>0<kyS<{aWE8-qzL
zFwMz-0e+UedZ042s%H92JmmQ~!cYsrK_?3?bzhcnt{~DM;KeM}KCeZfPP!`c9`0L6
zg>Ha1OJ%k@wEOxTbD3AhUn*Lq*NXat_d>aGbq=v?!iB_K8D0PVCuG&RKZfB#oWUz0
zCz^*VF%DmK_Kzl`&HpdEw*J!TGl55nziGAtg|NtrUqz2lJUN^tGw^{^tgxX_fuy69
zBv@~bxUF4Z<*daY_;b^ZC_rSSaHbJ^Id`~LmfbWFj=Eo)XaSq&9V2U2wkT00;eO9x
z7cU@RT~$$<n9bXaGzHLw%kMW>hcFOsvN{Fd%8*ZO8*T}w->3q?<&$qW0bAC}JYqj|
z$Bjp1p+wDUU&0S;H>H_^Ju<}2SxiL>g`3`XIV$$#Mt-ri0(-n@&MM>|pp@+kp0?NQ
z-ZZM1bWqy>6I#i0fLYjiDw{LxM;^0j%l<L$xP(};>Nl;w+Mo+hge0A`bJuAHbSg(y
zmxeKG!;^-kHt1_Nd&Be6Rik}8$0)9tBhgwHzX9_oqNF4Q7*4)!({A=Te7a#Q&Mthl
z+{6R!vgl0nhsj)IST+)fg$-qpi#&wB#xSdU#T5Q$Oxh7y>5O)|;GBJNol!>tk*-&*
zw&8@*)RyfXP($db3)>%N*0xrwjE$JvFS8QR<zDErEqi+(&80r7Kl6cek6pL--_IJG
z{p0ZMNgsypk9Yh79bnz(P>!ym6^5e%IQ<S>dbstNPn0#vB;Vz-8=ceK)j?3k_S;c0
z@SF;oxaT;G@g7cAM=tBrmW>8<1V>XrPz@F%2k|A1XY)@?iV|85>;hXE^(I&D*t&_P
zkCBExy*zhGRe{=)iJPljqW@as*X@bG<uP)QHD<x&A7}H};NNT_JpU$=0ImQ$!bc`}
zc!3jB?4wJo5aRMBGf$D4uq5~=7<3)NdfQt=LfwCmF`LsX^zP-V5%VSz$B}@suB399
z(&DDJM}?J#RTUR)R-YcokFv)+ROZ{PST`R=mrgd%Xel*}@byxDUSMBA^+SB{rXmiJ
zdih;__{6$X2>FCmH6WMEj)y80Q(1f`bY|TWOx?I#F{L46m*ZxHqu^N@c&e33%#pc|
zTV)#-lixl|%70?#%&8XTG(chcsF~?KgqXp!h;+0Tv`xpR$5xxKp^JfJXABA5YRK*(
za(RDF$4WrUCO`wE0JmMLaSED>f@AO$w{mIggti7vBM5a(3=-apIaiopZ{r6S;cp&I
z;e|XW(G^aUS8x$59+w3baA%uX47q#C66O6`!hxrhA2H72o^iu+k2L}EKAEve+>qFT
zCoohj%w8%Bx<t(jRrYqh@dw=6_=;7$3$IB{N>FeQW(<U|8G9N7Q8=u#@abcs+fluU
zwCT)rhX<zmHpj`Zl9_ouRuzAlbPEwRv-+KbKRe{TFhZ2@rwT3zNRn?hXeW)G@e!5!
z?K9oIX_bzpoLahml#|3?&c!{RHvj@YmqwD(u3_;!wubUQiRQ2t2sRA7j+UQ18E_n4
zjKD>>npFz3G%#zO`A6ukRGq3o$DxtP!-5kodW2u$9LtwPf#d`#%kx?mZEXur#INm1
zgNSeET}mx!juEQPr)V5K&B2K8VmnRu7rH^B9n)Zfk>huL(rw*>vo5>IPMGvRb$JZG
zg81z7kcp%`2J8YSfJeos6z@CDb&?&D9bIh=`4?c*Ng^{|5lsBkKp>^r2Z(u#YMzfT
zH%jwf_S>n{m%^!#I7Jh`<$L=%tsZH$eMh@@b{<`A1FC7mVYH*xWLt){aJvjg?QOir
zBO!s(Ddii@5L6~N{Z8u;UzbSP%?oc_WsVN8mH!opVpLxM<~$b3>UOm18k9*1uHVtZ
z8&{>sa8NXk`6Cr!rv)H?kOAp{bRed1YWB6H3M!%uSmjqdJ<;HncO$mavNzSBxXvge
z)2wk&Ccz`d@FT5nnVDsQZL}L?3nOoV9y7X411F!<k2-}7A?wCq^zw0*RyQScf>~M>
zvF(R&D5Y|L_{F=H93+yE-1qLO)|#Er*@N-~fynlqGuh+i1$!43P$jXAROYk~b=R$Q
z4MjbF5KK@Ufzgn<eNF7o!xzUn?JdDE>4R>bg-1!^Pt5V(dc>5k1tea$7i4aaf7>xH
z77-nwlr3u8mTGV8kC}KmiAQ2&I{DcgR|*ksrF27N4%50J@7|C-*DE5C=gCZBsa(9d
zE#PRIi8^kPO2D=M8Gw2!ms{KzjS!75lGEM+b>QjSnSxY0zZBSjPP~B?0bQm{GZvp{
zG~lx`c)lQe+B9K?OeJRzjq~gjIHbA^m%=O%|7#Pgz<l2!m~hDVJdF1@6lU8#y6Cqv
zT=8#}G5B=G=B1L7wcNQkSHyZ8ypGOZj){z>%Jle8{L|a9Flzwb>b;M=3-BAVSm=G}
zy=gytbX&Rzzb+eO8=Gem*+mv}ez6O$9raXV{-nV<(Tskg&&<@;4e7SY;Q?2FgJW8v
zh<2Cf<y2&9KNHcJ8CTq)9Yerb+wT1>TEKE5ikyw~t9|u1mQQvj>Xy}j#Tw_Q16HEU
z*VP=*MXRJet^HeRn-%IJ$uZjEv`80zK)z^lsCeP^_e=5R1m|ybFnRJ=klGR)m4DTa
zBxM`hY<_9-@!zs_a+RJ`=R~F`Ny7DpsS<;Yw#i~}F08^>&N)rImuGaDlL)XaZkBBq
zi?#Ppj@36~dEc%izFc^T)H*-<^aPrLIZnyA0g@Zw+rNUEKo#eioxuJ<?gDSFl$RR1
z?A5cMFAJb;@N}k`^_~o)AM2$Kl6C&4Zq!vShun#?uVAVM)_iia=WL7gx(FX44Y~W7
zWsi5Dh*_valA^XEts?c07O6F<9_;D94o<CbR4X>}TzAJV%eBFh!E%J$%)HiNl@@jP
z5pOnmOh3S>qkqHrYY{)3t7<pc**1z_8ny$a3IL0wE<$}+S6H1dLZP)qFWOHulTx+X
z_ZgYDM%LuD$4&CYgRP#GEavj7H##iZ1xh>AQ{#J3U$WQir)~l$^G4z;C;kLea+AgU
z(+bdRtJz?b`}E}h79tJIIm3`^)(tpF&57TVMziskcBr3)X+r_LGA6^dAMKDmID~#g
z@+j@#?}Qo6=fBUAeJl0XJq-R7PfS5e4B_rbsyAX`(`=R^(=T6>b^P~Dv8bkt=Qi89
zM_t?goCb3PT9n6MqnHXVebSBV8P|W>0PTp_-p&sL+p#rme9Rt|PXZ~L#GPxE?M+4i
z*)he~*XRk?*5L+LUEN+d_0<LAO#;RHuy{&qa^lqFseRzyU=A_0I<6%OQjhe-3y1`I
z_1+f?;uLj)nVjU_E9~<msNY%@8=v|j>|iBq_>Hhlw}0s*%#iA8U^0IqXK1f9Xpk#~
zZ4FYSitJGzVSt8kPsrtNpze>0fFljzspQ37nDtb8fQFgWI%!WWiq~ECTt?U?U6qI1
zh67<8--^4aT>eKlLa)YLc%OE^nE%v)ER8N4-gM<O$T_2=9ZWwl%L@L}M67OM;fHv)
z{fp3!Kbk@x`3tWx_2FQBmh0}*_a4pZH>X=|m=s69Dhx^G^g)XT)WaY<IXA<VYFxC>
z6Sg4@Avy?MVY>EUBzmI#Hw99PG>Aj-fU`vqi~mm&rIiQA<`49743dHnUgr$UE6=81
zR*m<|y=&DQ?I>|dfSM~^j-&$BmoC)Dzd<ry{nxCJZMxWj_MY>(d6F(m&=s|TN0!vM
zkPQSP^4H^|e$dq1<)4yQ?+8lL;#2UyVQ6Mpr=Ri4R*4pJCv4gqkw1A8I?iat%q%-L
z&8O-c)PMBr^pW5?5MPz~_{(6}2yF0*vwJnvBsq{Au_I5a|7hGj!IsmU_d1m}ZNC0o
zt@sl*ZC-qj#tqH+pD;tS;#Bw|8&!NZP50sq{g9@?Qa4O}h3k;0Hi4ABrSA4?^=eIm
z<Jc!SXpEX4r5Y`=FF)nC@>N5%(t7PYGcavNRW_v+iTGKhm7)CgM=KmC?_kL}r=*Qv
zh=KlSfjh#=H7vIWGz`lGuZ0I>p#nus><U}pMft~`?0>rIfMh=8o5_A+H=>&JnN<O>
zSX8#7E!B|h^RoBQ-ON*C;w6xg-B?u7oS;057PHnMtzdg#FaEiB68a9wzH3>;Uu!QG
zv_e9(9Wpu{!wj!Flx@Ydrw@a%N)e!%qK0tI@9n{(EjBy=l?P1w;$LQaNHrn2d9cq1
zOf+`R((4z(N3U^+0-;9`CC0EUc+#Qf)5hHdoD5@CIeVA@aEVUW<cVQ9^V9mK7z}KW
zQ<HmMVV00q3h9z{Hvu{vd@deK0dmdzfH_4O^uoLDvRw!hLRml{&MdSzTNI)+u||_w
z%~=|g5|;F)$y+JXYAo*wf&?H<9TsgsqwnFlGA-ZWx19!3#dN)EdKuCv@nN<UleMJ~
z<4?Uz7c@F_=P<-7t!vnQs7poWcUTafO|0VclDy2Fu%j>SSb4q)yII0@iVEv3g~5;M
z>gI%bJ2QZDKE{%05(UlulHl(Eh06w9iMS^HO{VlMyQWfFh82+n4tC^`_@yjy8Lzl|
zfadR=N;UV7^2PRuMXMvEC~D{}@ABPyW~00VMHPmGpZJfNGzpP>TBRzD!;^-5#p>aM
z(RBx{5o}siMaHTfH0Ol335J&I8-hI)c5D2oL6azsnqPs`-Y~Nfs(Y@hxMp}Y^WoP*
zp0MY;!@mHA;629z7QrW1i0bjICf{W=g5q&i^2!1_rCm#ho`*{|bsiUpdU4=D1pn5i
z77FuMpy>^7BWJPSS8qFJ0Z9@`R5xJYn|XK+Z`!uEA*47;ve58=nGd5<$ca6W=A<2p
zQIfFBv_p6~AkS?*8x4|mA-h;9tsjZ4qAZMLL{H?e(ZioT1Wk@nnji{h1B)A{x4F4%
z5$ot3m2aV)vjVAMwFe})JtcLfo+)RNIp@GCdsN&$(z83#Yh+*CUCrmSK!QZqqxs7G
zt(tHO7k08D&h^TV+>chvzedy|my|cyqmx|riBLKNOjZ56xkuXkg6%Ww;_tYcmW54^
zk0=F>-TzB}jP1YpIRA$~CMKgHBr5ppj|r&#4}XmQFZ=%;Kqf{fPA5etO(#Pq_g~;K
zHM;*wj~UVZU(hjg7vuks$4qRU9sVmnW<mGA2FQ#Z{);u{K<7y3XzXHaL+5DjM(0H5
zWaeOOOy}fkOXp1ILgz;3PUk`AVeDW_@!vr(5pyeJ0*3!!fqtc}|7T*1>DLewGIlgH
zws9h$p=bXci96|AnH%!knEuZ3iv|5pz!)>*e*$BS?EkNUvH#`>8QU2BH=u}t<$o^4
z{{Y7RPo?<(28{hjd4Ko$pTO9Epkcp5C3idHUj^y6+P`}+cW`w24^{4$^ZF0g=s%ak
zNdLbtNAthoSpS{9`v3n@`+qEe@qd0Ezh(QsrJLB8|FZor<tA1pHs=4l@oT>^Gcx`c
zxGA~`RB34kjYY~ewFm|_L9o=xH7tk;7=|8raE@j{8wqG3nt)(|a0?bF0SE}Fpy-hE
zocFqWr*-9{M*V{Igo|^=ea7e6M1OAnB&9i6BQPlsfsHjTR2GMzwww%V_W*f!@8Dom
zU!NXeFq_|34hKyTVG0)}IP51>8xO1@;Ll%BDz*V>WGKKgcQ#-@Ab`9&HaVfJSopr#
zQL^XOKPaSda&`A08$e9%02Xo(W4NKhc<1N9z#E)>h^3$1Aaxsd0DcArL|VOrfDN<+
z7^@>tKyyt2oPJseWb10|z>oPXdI*~*y$W@b9DRE=`(0f+Iyzh`wAWm6X<xsdt{*za
zHNYHjd!Swpfo30F2LKHf`kbu+7aKJIFnHYuz8by-_)9~8KLA7@rWJ5N+aDk<f))Y{
z0DBfbU1i|BE2w}^`<2&&KG4?-a{xZPUEZ_ri0@<wm^WN2V?$tP`{saGKf-4K&N@bj
zyy~KU;Fl0bz$${4UYzQzt^6=IDp{(!#$@J!y_ex?0EvbU04k8)-qrSvzP=heS3K9c
z2fC21-UR|YbwmRycxQV+{@rV~-s@6;5PvI#+UvoO&MFy%GW4OF*>yOW`sNSe{*}Sx
z7f6uHV?YJv*GXW&z0b(Cz+C`B9v&V<dIEq$FaY-rw%czBo81Gbck55sKiBxXCs59y
ztAyl!Kz%L*L-;YdoylYn0HN-FK%d`>w>z9T1PFT2E&jk&{Lgw2Grenwf5)z8@#Nhx
zR<ZRaLJ{x~`d%(xW+!0sX*9`))=qR^c7~6Z6&4nhn0G&=U-1*OaF(!lM`;LPc8}5b
zfdSrxUIB>0g!_C=-$H+OHhl{@RCar>M_z12l*4dQ2%bZM_OHH6_TExSSAQ(f;re`Y
z^FW19F+lWwRG)u4xvy3T_`5%iufCz5Kjz=6DL;{yKQBBIcr!D-)t9|fKlqi&(5q{|
z31b4ocy>afW&()bfN#40O7nQ7s~{UdJ=;EOl~HYiPhr%<x*vFBAzV~}JOizq`|Pko
zd4b+L!NMMA^dQ8*&*8qAO#n9eczS;72|cDqAn7GG5tHAofe1CudSjJ>R{5-bpKyBP
z{`NtEHQx90qu|ve1HA$wPMbsDe^*-q(7}U1i3R~6JOTl@$YIRXdJqM;{m2RQ`62)U
z)Z$_gUikv}fB-!CeL;r-xDkeJd;vp50J`P>)Qe_KU%=f9NhSCq@Ph=*z4Cez_@Q3|
z0Dp<X-~-(Sd}k`6^j$y)d;xw(HbjHNgkS*ol7zd(_P+F*!a*FuHuS4!g|3Tr*;RSY
zyQou19t?ML(=rb>d@%(EZrCFJhD8YbrH{xbetE&V&}Onc`kyYE3O_TZle}y8)=tBw
zA<|HERR8;CMHBZ>+^A;5C!=^Li|CnHd70N=bif|FeBJ4I!wzA~XZhn=QGeL(9)@&^
z5~t(wMCtkOMVUG_WY+fLdI_TPU|UJbag;mU8%=>@GQl>RQFJ^E@T6qWL&)J$n$6RN
zNATWbKSzfq9GPsFKqhZ>)+n3z`y}f|A{nsP6CIT?8IlC|9CQ2>r80N(TCy1&+Q)d<
zvTpv7J>t0@HdQI_fwuFeC1sn$>L!$(YBGq86P1LHGTlPzQX^8LL6Sm{Aw+NHj;xv4
zb{U^&dgWSceSFu`+BBX6C~_P5qx?O}#Z^B%y9u7-te^c1R(cuG4(SH0hE`d&+00+Z
zuxK-IPl7QDpY5MQE*vlw)*0h??_rtMKo*Ho-LU9dccPP<b4ZQi4Kste4@}hXnQlcx
zyJqb|6B;cDSn;CX>xEN6M~S@Inpq-icX<jf6*s3Rm8#|HPkU(mU>{+*(XV}-Hivyg
zLejZyn#)u}>k226+>8-EODl$t#~t^5uSU|DO>dASOjV;SkTm^n1SyFb$TU+#R!ueR
z(dUA@gX7hwwdJ(wkO5KBLIjju+Hul-qrC;8yl;mF@8+iar_MMiF(^j1^vpe6W2B(U
zd9!}*#m};%D4TW8f#E#hZW*uwi$lKP_vn49K!gE|Flk*<@wsVIxg}#{$<k)@2>vsG
z;k=-r?+56&do9W9;~qN&$x_M6j`_=uaEF%x&p_V`^Lkc-5w0^w@A|XTweT@fTpcUI
zN??CTW>2?%<cJ&CCX492>BKi8aM!jG`vBheMlZ>nWY_aRRp&>XzPfey+J<Rk7R2<X
zTWxPHVbgM8&r^=)t8byAVSlS5K@S_l($q*9JWfs$uNw`V16XV3rH6mBt)+(2a^$-h
z1~fO);5cCdX2{n%Nrbpuz5TXd{GaU$GbKz9Jk>#VRG_u)7GdMJ!9T;EEUA;3NJvXj
zfhx_hRk`pokp)QTBS`7b@?cGP*mOamNPLm`b>OW^hBleUg$43ybR{y`s0pd}eUM7#
zxQ~dUiT-Ze$$baFUhI-78;R;am|&I@&V!V06G_M2S6kM^4ghN;L(1Cn{?kLkhJ|Vh
zfX-9hxDJg;Hb*+wxhKCQE#{V{@pSP%JeB4PdZY$l=Z|a>%8VjCGuzA0TG2>$2%T3C
z07|pNkBEipAN=RuShn-bzhkBjxV3b4;cgZ1<#&e2)!BIx^mv8rNO@Ltu$NE4`F&cl
z8Gl2Bej+c`za1(Y=i<4pt+Br`ON|?89g>BW#yynz_mOf8ZLpv}LN})gp?T&g7P&ix
z%WT6c>wuos#5=PdM<x?OyBN{YS1ahpv8c59Pq{I6smN0OV5)?(iMuRMHt0HsqatQ*
zF)U*7TfXV+qk=&G)e(gBH8G+uQYV(_=~(#Bz7lJSgNwx3^``!_YJ)RbeR0Q|Tmy2P
zEFklpHReqo1{r#5v!80?>f(?jVv=80@Ru<F;N70;PJ8r#$$H6tXMMWEIT=qYSdFUo
zZSY0OYuODNtNCYuv2ImR>DFYzpB}ltdQ%p?K!2kH&<)a6FLJ9VbJ_;dkh_BvCUX#D
z+Bigyg|P(v@Punxet!-Nosro(g_-dH*UaG!Fa$BA=^7MUccH;!P&CBI@aY^8lc#T=
z?v|@<58-~`n6#CIyVqlHD4SFmU>&vQPo~@ykXR>?%$&xANri8<oYmXYQS;eRuYGB=
zX4F7OHO@kyb>v`}qgulugtu(V*W$gW*<6#5PlKA&BjW}KUAl}^G@y_n5T^nQb<SE-
z+!aU6b)vgkP|tm!50PH!z%=`lX|BfweceZxi0kdlt{hCiRmq;>P=c9@23B3<dsRKZ
zfQZbDdrJQ}N8Pk+U}13v&BKtsN<1qUJT>(Zs?J0Y+%+e8_^qXEg0&bRJEBFoH%~l_
z>s=uk`__nd$JTSa)s)ohKBvAphklBEfJ?Qhj&zuSB;s%GRAYpZ?Lk{xc2$k$6MRs1
zsBk~vA2?xFhRdAmV#7cr(nRm%M{8n!Q@mpeKZW<1_BV4tbOXuw55XD9#Z@yPvFTt1
z=TD@)L3+V9h0Q*Y#%OJWOQyjM2aIi%?88O9xR5+dO{(<;4h1OYGt7ntLkpj?X`LDJ
ztU5Anoc_2ITLu$;4CKVb-XhNtQB-cu%j67fk-w+tS7dy1iNN3JFaTESKtow{(YLoN
z3Cn36B>Rue=)vopFvm+B!K+%M-Mef$3Q5!;_{#LpQZFsqHqg<wc99;_gY{sFY){^9
zqOjl84PW$=^KGLc1hUJK>|24vxT~;7mR>r2^Jql2xmo9h{cG+=8Rg!;xL3-y&m`e{
z+=XxXg<~yzE&Fw)gd!%SoErZAZ}IQ!uKtNmmoNFY>Wt%D*hnotIF8sgY7TJlb!?!O
zF34OtdIvlem7BtA2)z#C6e)2<hW5VSDgM}{ZjNG0r^^_nRF%8!hNN$3$_MQ&?%221
z_5PKnSpsS99z^Q4bfn%^D-7S|td1j{f-;;Zi!?Wf#1)^o@z+@8(v*2Uw}u&p7;nj>
z(m`~5cHYsmmw3G0c2nexQawh_hsfM#KCCRf$_O65k-;C`aiIdqZ>X7%C(M_cqH);6
zN3<p{%jy&yI@Z{nXTVj@xr`K%9T9jg)Z6$jYuXs~aq&lXYt{NTBQ{ESV<rd5lupmU
zk=<fR!Zk$h6rjudw#{hH#^cuU8*qas$5D$tp<av51}|i}pL+I)MY?00Yz~AL$p){E
zalx=1hvTn7ygB*jc}w9l{9>vcd&Io~hGZPmIm$G-Z(%)2QEYB5L6+WnYw|l$S<V=4
zd50|Q?`C#C^Y?M`D}}EhcEOHA@ZOx&N()ZBtjHRdSS(8E{?3|Bl3|S6i90lf9<>AJ
zfcM_IXwO{)UTb}9{<r>WE8X&bdB9@mv+WxKLZr#7LC@m0?%=ldRnn7%;tE9$YuBa$
zPDmPzKCl>%0WYC%tY!kH%9`3(%v+HPFd+h5ZMf`!e~q4^Ejc0#T2D0J)5~I4A8U#n
zAOnUuLv|&`&;SY7LpGB{mHH!vTGb`Q6?Rw;&WQ2SyKJI8>({f<rHf#qLA7_uN9f4y
z#u@MdNM#sIe6R75h$I#lMVrN6^T{F!P$ZevE)&_jb)px9mOL$V&?ITmBPKlTt^wy`
zzTZnY5h%1D>L12eCu9uvlE;rXEuo@-q1!ZMNZL2}Ojt|S&24-t5=Zm0WO0#Ag{|4;
zj`#-8E1&8_xCop%DH$(3PuE;{uN5udH5lQx*!Dq1IU!62!YTzJ=2^Np6b(Mr_e)nD
z<?p;{d&fFB$~Bdk1%~B(7E5hWG(J(@g?O45!ku#$>&iiEk9DMMbQu9<$^2r@_7xFk
z7@dxQYJz(pYnbk>7YIyWIQ?6aPb4Z{z$h;uDVy|D#>Gz5bJlRpbthYk)lA%~T)g6z
z2ayXZyqS)C1Tfa0xU;;tFoU;gsb2S|Qhf^ak&Ey;)UZW8@-Jd%IdoSTR+%4qgku*(
z`of({tmSFw;AQ8Gaejs#4O7i0@&bR_Ftu6A=T_FqW70GZ^t2uZ`y1QeFmZY;0@`P5
zuY9fKoi%soJos5SzMj{ejCTqJ<s>IFldlw&lyycj^eOj$sz}(x1Hhgzk2iaF;B1gl
zOk?}7+@II-#?tT>wHq3FYR$ilV^ta-Ibx14_`3u@xm(utBSo&MfmN8$-%N9Au$@v-
z1)`bL(H@j4UWZ<|@ESD!!1EA8^rQz&ZeF5!8lhgQVbxA6z_h?kZrg(7@<DlSu~c**
zZIj3PP$8x7RydRkzE!Dp>=08wvsoXPNC}Z-X|Q<5G~hBhYh1m!-%IOcHSJA>sSu`C
z&b0GSR6M*|YH@yOK`wVbH(xWI0gX%<x2L~hg658Ma76=8kFrHjX?X{*kUVUCd$KJ7
zii5<1oNg$n>ROCrjdqP!FUP*x#>lM~)K0g?PUY(4amO>GxF1wwLlBvAC@5h!AD{}X
z9MBCrdNp(K&HaUr=a(nSnpQ9-X??O4KM;apvV6GBN2_Ld#_{e;K)zF7nGt0e2dy|o
z&wo|!r&0H#Y^Bg~DtJK|uLN3vhWt|Z&rUmiC@K<Wx(;t<?}mKm2Mk#w${PO%qDn@X
zgREAdiAW`bojcLX2;-vAgU17N3nmtx_6Y$&f;nchI?3GVu701azfE69B*WpC95uFH
zMqW5>4OoTo=N2G&iF5qOg=_DmIs8^De7{_bzx$J=w9RAT(no1xBRZGLU!uiK;~ABY
z`sgkNH^p(usHi?Tu3^a)d=j}*(|a<XFL(MKymA90*(kn{Q0MA?<}{QORoT{2bjwd-
ztHZ^euj#30C5@@x)O_dJn5U`xT_CohX?h!7e8UVcQ@BzrlttZla^W!rcUESa)#9=7
zO>k2c*2?_JS&e-3=I#jq_R|n@Plaxs983T@CQ2OQcu+dyUe;FHOwhFCa?r}NE;nrY
z*5`SaH=91ojJ1v+UroQ*q{U5H7?Bios_U5qS5-%D`xb9?_&_+^pvscET)u-Xupo6=
z(t%qdqSF2LF3T?7y#JNciQj8Ff_YxvCz!#guB3MLAnsnOd#j<qW#~YV>wN(QAo+!B
z<6vS^0ue8D15D4s1Om>@CqXT|(>`+}3da-q_?4cBi!-4h=?YP7RzEZIZ_G(PuzI>s
z7I26OebbL&va~eN-jI9l3o7RqeOn~MI&^FJXX%Pr;;6~G=;uQyn5d~*xPtK*&A>6h
z;8av6(J@EVs-fb#QRh(g-QZhbswzXt^@EHUKYD<SMfE5{m+fOS6)C}p#Vm$4Sb1x#
z*O%Yh(<zgE`OWoQV=I1sfoR2689oi^M`67y3Li(;q4-HAKwyAi6?qIA?$w0yP$d`h
z$lWsQO3CQ71!qCAdD19REQUH}T)^n4V}%&)fm(X+2gMH;rFdM6lMR{2mSR657FGZG
z4Q7ov-&%nC+H&H@C08n+F1}=a93Qa9Wz(c1_8Mn#vLx~-rD3=fQ*|yXl?xap4!fn>
zTQ`fBodr<{Q8)cG>4)+hR2w(CD?orNR`jO-=Dg34*vsi<4a{<Cly)Sy>u*dq5cA?a
zd1N+5VY9*d-I3wjsnhPCxBRLGX61w|A!-K8S7zz~#9`8}a?MdtF12+fR4KYMlTLa?
zvrA_unWW{p+i;v!{0R!hdQ=NcIR@B0r*rEOo-}#iVBT@}gYEs9ai8d_-=rysLzsV3
z>@ZcvYbJpzq*3>;PZuNyycs6)WhMJqwKr}Jy}}J;i#xddiu+;l6~sImy$NQb(IM97
zkJGaZk7r}k0+TE}(RHX7LQ}vI+?=o3WQ9n<F{iA)4Ms9bJABn~F~%|!?Rn(VQ2Wqy
zor+VDqXPf1T@mXCoGg?18zj{$Ea<HueKs3roTuQBcC^weoHOyD<~P>w<vk(nROV(U
zH-eP1(x(ulhNs?vIgdQ1iCrMDS?_OQiSSoiq(Gg9s)CxXa$mVQq`kJr{K~C)h?_#`
z<QGV~R(LlmITBDZ&jz+`XdD9=8o9D|d92sRW0%l^aVv#033|=G7y=s+x{#ONEBqYE
zpBo$?1uhZmavnIIr|mD}3mvi5Eh+{$%L$>Ew5t5dhL2@q{pNudG7XLd|K^_^WT1$9
z=eo{T<-(*F;Q2Xoyi0dD1$iIrT%1T(dO@y%j#f3J-(`FB-pMkt-4ti&W8rJXXfNTG
zRL8dfxRoV)rToY*5MMf2y$M3_fJ(Fxd8hCV&aJBdc1v8>L#nYoWMzu4v`{hIw=A`b
zD!A1IIob#A<{=MHhsdY|u0Es1hGJd6L9dCeHK0g|KN4dOy<}S*`Jc>T3cs)0*?qG*
zRD(_~Wz`{<m(PUDN6@*K$O(=b{DQZQFXx7VE6t-*k*kOo#Pk1b+Hp-+Z&=|)oks!j
zwKo2CKlV(HLvS47kU}v%SRmJJOq<QUoj+=l<_@Y&2ZwD3!Q+phuFVTqUO_`KdMW5p
zt1C=ZEjOun5;hzuO1}<+HR}upnUya3o-`81YnC&QVjlJ~LgMsvGG?E2O7W0Xa1_1X
z!+Sgxy)aIQkIM}~B|U$3M?RkhY~ZJ?KbkeHWyDMkwjMMFuH$F|_Mj`Qr=XJqA6W@g
za{q=seJ#$cR*hi_NzI-}s|C6raxD)FfPMjuTCAcd;<MRir&d*eCLs?ZxBMW$&XXCz
zvf(H%xRHPWgJE19H%UlJmBB1k&7Ya^DxetEr(p_0&p(9|9RUW}0d2$!#)bl`2+k0X
zjO3n~vQ<(|D8V*z^_@~J7-tP{YH+g~(JQf0#8yOv+qw(m@pLa<I*uVw^oz=$n~f{V
z{P0-kewC_il}=-8T7@hq@q`BjrFNB!b<>l@rf=qDw%nPpug7-&E%It-r@W!Uwmzek
zyv*hJ5DchiIzF%K^;MCOQ%d)FqMl2SKF-m57ruv3fB5Z09&Ci;{mTu`O$wBFw+V<z
z+8J}^+a~jp`-k)U;d#EKGiDknd%G&{1Z*~l*!zk;$;Iy+@~taQXZ&&M!kVEyQQwkn
z|I*=Z9AQ1do%}k3Q+nIAEA(jPeQ3cHCe#;~>W4NiLfNE>ADR{sE7R4LBA7!b(le{h
z3G8cq%X~^bf4ldSl9*7Vyc8bqcw_QoTXmL#?X)zVPPN7{HmwhQ1x)L~txKYz%`^8x
zXQiaVl<f@>HYY1MN93c3Mwk2WtyWHX=MWJ`52S~uxCMS%$|beK$jEhT#hQwH)^KU@
zYMpA?71%>GI>pX=4R{?^ID?Y+=I?_^F}~y<I0ujHd7>gW#gP!#1MJ$v1fOJc6<p`f
z@!`Bt+x>Py(!XW@h&d<%yMOdy$E!_Qv^pc-^WAzDjQ~lOsrm`Xm+f0;ymzetb&jq#
z{>>m|(xX#7QMvx<<DYz2#8*zQI&}l<Jb1y{D=m%~2!<X?$Un%U%I$7=XmFzuh+vOy
zk{N&<Wq$5}Q7VoGcWo%=$_hIB(7$*#rco(JTt%^CEzcFwWh%C~E~@3~fdJzOQ)8#x
zN%bV0?S-MkqR5)8>TX8+I;Cs)huqX@%by{#5J~-ExQpBSVVEwsDq8BMVlwu8=>`H@
z<WawPpFwR>Fs-7^KS@g++hal{mR8HF7FV9E%yv|zBWHCreLA(Zw#qSX`oHn^j?t9{
z+rD?yv2EM7(=j@>ZQFJ_wrzIIj&0kvo!s=^cc0y7k8{Vp@0a&Oja8UcYu2oKp0U=m
z{;PgO`)n&eF77R$h5APvmg`g#^;3UlOIZ$~4`emE^iFyE*Rv~c7pnD&pcv$TFK)>c
z^LAXovNPd|ac|8?{kWf-ejL5~P{g{iTv=#3Kr$yQs2W4Lv|;NfdNv3J&bdGi+N<ff
zBABANU=_Bj{_QPhC<%Mov_x3{A~hNCqFom!mN6rn8<utuB{9udB~z$BmIUP*yy$p?
zK)GdQFh2X>Xg07b=g$f6NS<_hW_*ZZni&U6odI!V;mp#bvH18g?c*rbYSH;wD0o9d
zOg>8DO-_GuwH#TEfnnqrHhCbL=sWfpAL8;wqacW4`$dFxpRt>3pLhb-pIqQ3^iJY-
z-scL(Um2y40JIKQ2nnENW<gy`D?IO+w6O@mKwA8O2GX)I^wT#z&-rQtceu~0uEYr7
z+ynToP)|i1>04KW@VH&R<+$Qt@m}fsNID1$F2>6&Cly{m$x~?fp+ZBVAwytgRcprp
zuP1qAm~2a5E<*1&BdX+ycDfT}=DPYz6DpGJi+xvz(IL91mbj3^u*GHR&54u)w(X_y
zzWgHPwvRf(!wTB(L+EU6vY|{AHgbq@E#?U6dFeNZ%y@`eM>=nycLk4_7=jw!`S$lb
zcUYpD5w{xA&2S+YrG*Z*luzZio&k!4(ba*(RZ&OTh^^=W>dcM}{fPS;`{E<;5?R!a
z#cR^7G0_HR@SaO}8#S<5lV^u-V()p1E9Ai=Te|?82F@MZRg4M+C--E)sxOle?Xf+f
zBif0slc5V<p4Yp(x3nnCh=_8mu)s!}4Oq8;m_K+1N5saiyXzvZOG`XrKs-b4-NB-D
z3$qj|I;%zX@wm9+x`~d9{U=LR{5jN%)5@a1WTd6f(GPHU-*ZvvS&LC7J>GU<24D;}
zM+9%eP$fQWltD|lJeOjh8WxBWhaASFdLu5OMN|uImpk=CJvt`nWj|c0^YUDqoYrQV
z_mUp^#ccv-5m+Kid2`P<82gpvz6-4%y|rXBAp9ycH>Wm|EgY#SZdl_Otq`@tKc8DT
z|23)L-B8PBie2T>W6GX=z;sG2Gt%V=K4)1B)%3D*ED@I8uhc8?^IV4CW^2h_F+*UQ
z?cVHL(D5r*&<5d!%T1<XPH7wTAuw(sZ}w9*UL-jY`K`jj-FOTO()oL5sf#d2Djn8X
zFR->cFHAc-D|D$_str1}y>XHdkJK`}|LsQm)AzZtZV_TlB)(ZzEJr1B@_QpV9Fhwb
z)>yeL#zj*1s`qalSgT0$*Uoc;vK)o{W1L9dR^BbE>v+%6fwMYrKaV}~CNa~dpZZwL
zDYp@YY4xJ`O3LCL5b77LFJz)@NOFdtz!*!E&P%J~CbM_8g8-dat`auxlVQml*%_IW
zYM<)lyfUONs+ui&GI67eii)l~8oXX&X8pr>yg8-;KqV_Nz+avP`F3aQ1_c)~so66z
zEMPM`86QgX?9`r;T0S(q^*YQ~<F1Nc?8)5gR7m{@o~Q@~Hx8X)epJVboW`2V#nb_a
z#h%_Z$w%UcrPfB<2Fuu4^!)I?*C9UC9$~N3H2?Y^YK0R<HTl=cX8~SVwB)oZj5N6l
z{5-1opJ%=Jm2|cn06NlGd6vq$XK39~c4~|}zuq={5etfUYZnXDd%ZJ=+*KFkb(uWK
z!j5|;b>fmC)M*=ki9>81tmboyBb(}bScD3YHcrb_t2}y6#QhxWsb8g}txT0YJo|2i
zn3xwTsA?pn@@mc6@4WK6Ac!5T)fVnNOu?|Xf}@-8GiA#N#pl*5JYGP&k^eo{yBP+<
zDD;%PgS^XXT>~Q5tvIdR!;+S1Dge>UDSwdYHMKsDq`rF(_~N@O!gqxE>B-wW9oAi+
z9zOJmMMKCB%vO9WA12DHiK@5m0C+HzL};;-m)ri`;X)G?g;yprN7fdz>B|C=<rTt{
z<W%Qx)Y_saEY!z?&@HLKm}@EXu2A6|*j_vxJ<X%Zcu}Vn$)s9r$AmEyRuI)~*XUW{
z&?KGUz1Zyj^TaL^qM!KY24ZGe7N>LIV|cL3%Wi8|jg!#xL#Blk0}zME0b{DL5(pF~
zN$T7O^-p>0b5vekJGt=}u>9^(xXVFAiEN-Ff{B|U8770j=}yJ9HNlS87j6u$Q!Xe{
zd`@Va4e4G|<`V>7hkxOR`-|@^H?@>ELld<4u37YIi1x*F&d8J9&@DmWAf8~X(aT46
zG@1+7v2OmF<vJl`ad%Pj8gaofyE}@E(m0c7FD&~_PC@ZOMCahCCQMEfYurPOZev7i
zb1sI|BiSj+Pf($zbzRg(DphxS?ruBeAc|Ur=0^r-L#IEA6y{iG4Lx5HQh4mFZ>Emt
z-3{9*@QaYYu{Cb)N}_vzSX=DYnY|6}Ot^bH-sa*C;j|SxRj{0OlV>aIK(93;%aoX{
z?I;d=C|$+^=9M6yjYkFfVgmXqlbU+57#EgPY-L&we(kL<N4(5(^o1kL$*N-M`)ERe
z5Cf8hRlRCM#q{qwt5>s=qgEf}^AlX=q^oCKIXx4D5fuY`>2oR;u%4Anx^O*)GgYr`
zoD^}I4!_tPz#KJwj<IBVV;*twgh|s|3vE_lCEB(sdORN5tnmCncj2WEEVO*p+2HZW
zFz5F`;9x^OW)`w#YNgcBj->ZK;wGKbf%uf8)Dd*{7Uoo@;zX~lKJ#%*H!-bYRhr~A
zcv&j(+oCl%OjTBKT5sMV5DrcF$|^o=#HjlkM8S)QN#sZVSs%_Ha9*toq>nxTNB&{2
z|C5x6>AwN;{)kKdi87QCk&zZx{E`yMe~B~{9F44$@!7s`T7M)b3Pz6j<a9=6CZ>*b
z#{bX({Sg6Kn^_yt*?gtHR6YNt>G@A357Qr&$p2Nz!^H6auH^YADv%zZfu4>2|5?fN
z4`IoFNoVN)R<8V8$@AYL@n1R~7PkK@C-5Jk{kM$gAJUxvql|}{{lCe0{=gLf=!-O1
z*#3>XV`j!@`AX~zU(C6$#K^|@C5htr7sig6{ht`RFO1*+mn<6-Gd?pD%l|M6+rJTc
zY^)6bBGmmgHaq(lCGMXRBMy##G6cWCd4Jjd!^1Bx|L*hU_<t1tqXW|yaF6|qM##X9
z|5x^}KL2UY$V$uf<pl@xKO*v%;s3wce@*t!>t8N1fARAEw|jqO|1$Wq0IXk3Jm#-C
zf1xG+jyf~jzv9cv`fpt1AF0|GT=2h`hRpa(EMI)TKOtlMLjHY`GQU>qUu;PRhJOvg
z&hcNw!#{8Nmj{0h{#Pv<BmKYD{LilY+pj;}ztR_HlJy^%KLr*J_J2*`PXzvo{r^z>
zkE%c8|FsAIqxe7X@jpg?hWV?Ng@N^7ll{~3=NkFPQ2)L#{uKYR`fGnNvHw?q|Em2D
z`@drF*C>Bw|C+>K0pR!oME>vf_^bAR%>E^$`xhz{lAHUF-tYe`q+|RF!PlMge_$Xo
zGBC4z(P#hJ!tfO?mVex3{>?yq_$I3fvG^@~2L$|LgS~rweVwM6<>KO^dp(oimQ2;w
zWpPUe5eTGdH8s^{=<QNz{p)v{j>amhL*{Q`ag-f3r5y~iJsT52S*d<uVEB~PJ!3$+
z`uav+$*(v^_LpNV;0IA~@e}|jhsMh4^_w342?(=2;Ba50CcpFl34+M?Hv|#z4+POM
zxETIl5JbSj=S>xWhGDLMKoHk;{y-3O{tZDig&Hx{Hw2b#V5<dbb^Ra%VaX1PhyaEo
z%Kw5O27Eyf1HK@LzqvSl+X^GT@qaslcC-gh1M)_LmZh)z_MwFV%>9jjyl3Xwrlstk
z5JY$Y#3j`<fb$Fi+$!fHelh@Z4t^zd*qkGP`qx#}3mah0-+Uc_^i1@hSQmJgn|{>i
zANH(_47E*8^mVuO^-N$XYAXPM;fVIow79g607P7~o53Qi6A$=4L~KNoSVRUf-8y4Y
z0Ej&!07SBWp9zPSJBG(wJ7ZgxX18tM2R8NiwNRUwP#T&VzOA&d_kJFb86Sf%12(M3
zUtbQZuP(Q(x_ttVQJ+hVd!y-{ocu1aHaR|mOhA1d1R?hKNlXRS0yvYBlFC@K1jr!*
zIMUPqdVJrWRt$VaM{;Y!Py(c51Lgtdi%|leQ(cGwe+Rd*x;z8}Zfj@%?Zy3zfJo<W
zVhoz1p4JQy>35Lid{sRypr5n6iO%dvCJE;Yi)8wk0w~q>`SD%^rcS5e!G$%ca@%z<
zN?u4pP(dQ}>eByt^8Nc655UG<g(ZMHs<SZw8ycE#d?v)!>n8c<!e`gYXB;Jl+DC8H
zF-uN;W-5>G>m?$8$Eyy8^{3^xdp@*V*sD!w$cG#yP@obWHl5_K%wdqb?zd03&rkd3
z&!&g2{I@Qvk53ZfZF7U$<g^#M_s{5+p@o@&TRh+?(zaILD!~n0M=a;hMMb2iN0L!s
zX&No7&uZnBesD*ef8Y-rr)Si9W`Ir043G8ouOA`bZ6I^5Sd*OjNjywOHzzRxc$ko8
zKd1dJ#``euxa~m4Pv}tK9c4bHDXdNOZC+k4{-Ph|-0SO^fVnaSz|J8bT`w8~qhp+%
zY4Otn$hvg`e0_g;+C<vd1*3=jM17B92Z$uB4n_J+{u2HbUH$4%tl#7xbUTJX^j~M2
z8w2F;QRxF#o>J+5qnGF+WCh3{qXM#v^%BOXwXX*66aGN)YbI|egh%W5K|l+QnE7gy
z^Zsh2{L^^<)mYN;)p)N0vXgfm&acU=gAf|A@MYxoNw))PH~nSGm#+eH!}KQ;?}Nbg
z^)%H6SUvnxd}+yB($Y%j-Nyzh|Cq`UP?)U&gcC4RU~=_STuq=)`rOJgGUMY4xB=uT
z4bt%XQKm}-Xdh@L4U<FTjR5!_vfk5Ygx!14&hcC3nT4sW&$u?h(C;(2p$9DWPW^|?
zC%DVaiE4A_h0Uq+M2cIR?sAS-8wZa?J}6*}lutl`XYJ)Wzq&tIMS$~<8i3)CtzHoG
zpm{v_IoVS_d{a`NBuLDZbG$<T;A_lOoIP`})=j><9POp9I6#ioPf-}kfo&xi$O8a(
zmDOc{aqYvNfw$<nW4>MeZ~OKDoPHa_J}LHZB){r?*5O!X9k4AmGe3tQ;@CT7ZrSX=
zaem&DzqnATc|)CR`4$bZer^M~_rH}t@i{hsPQR&)y?MO&jGa7Q>9o`YWMud?CVj5E
zJ#4b_H}R1Uz(VdoyQ_U@AeT6sq<>OVGL_sd*5{zX=0^k}T}69=-7oa7f53ssLN9(z
zW6auzAD-!vPZ@dd{2B}-=<yBMe`Wt(0v34~>gdj;?324*S~HX1!14LC0g|)qbGyr%
z1JDnbAL%Jk*aK+;zWgQT=c>A%r_0N`_y<S0*Z7^w-3FCRX4Ruu4aKE-T>xulRgi*+
zyWE0He`$4~a#(iz4-G86-qpB-RXk5z7(_+mht=)m;#$z+@E<`~py1o!NArQOo>|yl
z%s`a{8r^M%<Tp54Einm@(>Cj`Bs`d)BZ~vQsE>(o=In+DxT7Y=26OpNz><d)kdY3k
zwqkmkM-ZD+Iq!G;SzWDJLZj*K1WDpKL67gKz3Mxa9sP(NO<VU3@=^UQSjpHbSRwE?
zkXD|-Ga7s3N}wLYZ54*IX53bQ<qrC*tf|Wfp(_?T0{aWcPlDNT`r#p%XdwuQLN7vh
z#_5WARutld&>9nyPN~vx$50c>1}2>S-$&7eu_i#Bzrc0xS+DJ&)kLc1W9~F*wkS|z
z384CIybrd5SM8t@1)+Ifx4DDpXE5so@zwb{3~9U$L>S>njn1HFDJF|;V7NX?L>Ow1
z=t)_8$=7L7wp<&9wcSt8qr{`$HK)2g%X6qIc-%pGr4*r`C5<#BKcM|kKfitsfXzK+
zaiQX6*8Vye!r9oH$|4@IC&o|v{ez;Xts*V|0np`XHPkO&E7Jb{25md7%(KdJPM@7(
zsd=dlHT3EnLWO$x*b286rvAz*HFU}3q^3u5yli7Mj4s*4UHDGQ6MFxkjBv;X#WHTX
z!2xA=f8qdAfBE{p1?!bQ%T2;))ilS;TkJPjP`m4+FpzRD@CaJ}F{_;e9yS+#%{R`<
zl)G7O8HLkCu&mPhm!Dm)cp)Orsym%H+x_=*xN@!b&(IAT;C>`m@=fg*wqkwQC1r9@
z7g%h4x3wPmYezE)!+Ac#tDD)AsK$Q%@2{@fCtm2rB^<9gc!shkR~YDTTJ(UtO@=YT
z{Pml2kE72no)u+G?4h|uS}5?0Ub+!W_TPUp<5jhiUkSN9ua&0UW&+dQqx7wXr{z1y
z)nO37Vkw<-a@S9KBa`X7jT`aM@0ECq#eE9D(OO2?6p*}xtj5n|2m@f?{bEkd>+ZZ=
z+<ExW3&V0)T<KiDR2|Szwy3A2*K48^5BtW42Y+jsNV(xAyM8$!S7+;r#hF5*jxVae
zDaDibdq7o?Cp8;sL`CYjk?OayHen{xJcPMn(zw3In6Vk4Ps$dTsyB9`*J`|<XU0Iw
z231LhOju$+=ydfu-zV*POA0F8jB-mhWM;a7hgup^(Nw5KwgfenesF?nMCp;|ox=gn
z`EbIq3Qz2=Vx-#l?%eOU@<fvdOxw}-OfMcZ`@!^fDr>5#XV8O56!qQHI)*ts<{LM6
z$T$^0GCLlXI5HUVRt_J^Q+b^^8s)kM?+7Ut^C4XjJ>d%&h&I~q!*rUna%qu2NtT(G
zNI=#<Q0FH&M<-9gpS)PibHuLIb8HM$NZDEi*e|s%4BdsBW%#hAJV-=HbKMQ`K9TAV
z)u3TtQHq3aCMPM~PS~>PrYJ&EI9Eodb^}V}kDKav=N)p3$C|~uz&)lS(PC}lE7Fn5
z`FF&=mG~nlUX|UM`g*BsLOzj->EAMlco*6S_hV~an??Z=DOP4PK^%52dr=O5X6jNI
zh8?AkzbV2PK+C-2oK~#;P+@FOBn`cSTpwmm4y9s<16jw5Xj1m9Lp*#9C7g@Uks>W)
zgNlw38L>QgZ;EF(reWmBaoSQ<W=$`;-3beAXj+@|F}hfCB!8A|pGAL(G<^MKRZ18F
z4-=JL*9-npgLs-OWtr{Z9tx;8?dqiuT5nSE37Hk$Bq6H@E$U-%VVWkUj$NF12ZL*g
z@9g^9mQxaQLm>b`WY6I146S5G0vT42Tr~PIB-WGf{;;6lS9rb<`n_vvP?RAf%UbHu
z$W0J5n>Fs;aJwaO5fvr+f!t;SFXML7-yGbonG-544`D}TxNsSwSI_vx^4{3Jp!TRO
zavhWcu9v*@<*>ZGQtUS8jon49a~o5ow?;uTWVK#zMVH=Cv&mha$%~1Rpf99Jq)s|C
zc`d4(moPUH>?a5)1`6^}8<`W8C^DQM=#(4)=_6iGq*Ejv5kYv7m`}T>31W^C<wW{k
zVPnPEyCKVLik-yB%X6l8As)bn-n~$*Eh+Fp<~WNhESfg4xmto3I?>{qBFybF=a>uN
z`-GGa2;cT;hs|Zsuf|sWbk%`w-PVogaIJx=6Zem;;$9y16D`;VWm=DRz#!ZG9?ex0
zDZBDQt}2YXZ_dzCA@)blJ@>PAO}o8GugQ7Y7=B`HfPcfA*dOn|F!0y=S>yH7sv^cu
z6cWMhRnIe}eWznuuo9Ux!`8ox11YKAp7DZY6O>MBB_JJc(*<_PZ8(vKAQ@e>vc}Z!
zJeD2I?2Iy8-JGye$C@G^ETeNQYHf=ZrH7@id>(MC51XXKMqc4Q&Ry1&>9Xm>644vO
zR##iTa3@RVR~44}Y)OYzQPoF5@@mLfcU7HK^{fz$_Pw-faNv9@7^WDJrfZ!x^9QQ>
zYm2AqT8o?>=}P0YVe4ClpWeC5mX)hb-<oivue}Pp5ta8zjOhKxv1@s<7N@+*_ml=x
zwaV0d(szjw1^N(!0v>AVR$!XmhL*%A=T4;9ASmy(0(>es$*|Fp=WsHT&hMaMT$>F<
z*BCR8E6xz0&m6=y89!FrQ+uSG9|ywb{jJ}RE>TF$jAlSxET+KN$!~|djClHP30(6s
zV>s|PrRD`!w!eMWl^MydN(un9K@M`{Rq(?cu4GT%mSGLW)<<t$;AWG}4_388$qG=2
zJc2(?lTPFDf9%j&*BdIcy&4qs&peQD1xLYTPdBS??_;5853m%RsneZ$lbt;G+iB?r
z<@F~-Udf6W3x)W4Q(!h}Y-qNV!SGTi)>n=mwwU88e5?CapOa_U!tn-7gcAM68#g7Y
z5GR8Ia<xbO89GLqcI%n)yNc%`z|(U61du_&@pPZJ{ky@<ibvFKZjHTHvLdSvl(TM6
zaDrf<LYHEqBSfY?6gAkqGQ`CLa+$Oqu$?NZ=a6KI{|>|iWoifl`dUez`UO^$*NgKB
zDq?C8>N#DOdb(|<5wSaqw&baxB=k67_67ZBoli7KdS0|7V!VYRo2`263SX5yGaO~5
z9<e<qHH;t!V|IyLp4iJ4U<otNvBdeqP&S%3BL|Kco>e*}xu>ViOCo1rFxle*@4y^=
zUX85khxRZ#F=ymP6+6LO^T0Psx#)^gV*9Cq40}UZ)g<L0&jj-^>u_G7d~(=9+-TL}
zDr39o*ZG0Uh&G(fEu5!y?hE#o08{0IEeZn2bM||aXVvDQpGt*bQE*}5u;229Xi4*e
zt)QN{q||EP?*ZpE&k`?#O2JBgA`zt+F(Pbq^p^|#$lAqgKtgs2jap~5|4tJ*Q`y3m
z>&|BUyHW6|U**9|0LCi*IM26pICuc;rvNjl-MIi->oys*<C;ri(qat1k1wH}(7YyY
z8_tQSrz9=HgGpLIcMNkhO`8nC4(>G=I71<tU!x~JNATVJ3fudnGu65X_~qy~dK)On
z%HhVc^=}^7FO66_q;W4<jaq5;HQ<Y_;?OC8I1cYcGWQ!K(M2{$F2`}kL9}<K$>~U(
z`QH~~I@GJrWIJ+yrYd%ps<;eii6TwO(SlUr?jkLo?7%4ZS6@n_F^-1KDNE(X4xh~j
zu)UvkdR}mSN*(z|jR$f7{su^&gG>|<l8)J*OF|-Ip_F(wa>gIm6v1b=*`E<*>FMtk
z!=cHfQj2MVgaT$==|f-v3Bt<yIfN#qA^SOejA@&G9@}P#!ajgEeWWuxvEFbwPxc-J
za<Z%Y3yD%zK37t*TY#N05k_QPZ8Bw%8!&@BSo`N8{Yx;yFZ%}fHNbUKj(Zr!$qVLR
zgX^+4{a0CfK#?LYBOHaz?BBI>bbmoW!p`i_3}{R@)aOFWOt`!E=Azh_q*1yxNiQMw
zAW>%r%Ss%691S<kW2+Ot9~e3pDQt6!UzB(d_&LuJ6j9ZhJ={L@u@!>mZpNLf#W+8A
zHYWE9e4j&rCV0RXf)DZ-8kBT7?sfSnn;~FBQQ(@^{@&ujwQ4fIS%;Efc$`0EOFnUK
zT>&|Lz>N=diqh4Q!m%dy^-)a!11Zn-8X+Jb+Q`DH2YsQBBD48kpGE*F8e>=|#c@`q
z-1aS_1)@EZW{#FXHmOEbE&*3k;AxhXkFAk|>(fQrD>}^1+%)?4z(?}DrkzjTN|q8D
zttGNfP`ggVOs#%C!Eo4dtQJZtNuL(6-!(fCJk}IofqUoHI3l_h@Hzz5j`<OFZzE-r
zr!AgGrfO78O0W!=Sm>BDV#v>&)qKTY6f6uKELUjVWqJ$H+VG>XjW3ev=(CK>(p$g?
zkE!uV%eUM}&6rmhn~gL*ruF9w2_NbdR_ATt&?5r5)5%x;M5IWb<$*r%uN=O(2iIeC
zD3gtolP4zj&O2BTY(P;00CojulSZJ(s#;}_L5l&kUG)KZH&X`SL`0}wuv5(xdcU~9
zVpzvA*kha0ffKmi&eV?p?ayLIOkX!KobvEFA#5Gv{DF{_H2n&fqJduH-W9+}v~?d@
zlqC#U9F@~T{DxI2%jc^yqJD;MuGmysT5a{_F{<5)E%@x%bCCpR?DVVl;N+vXJ~+hA
z{fggZN#RdiFD*CWru=#H@?4cj;3Lw(f&w0fIpDz*&Ya~QB4)Yq@C_AnP2_!gqjHae
zG8(nPPcgM8qAR;y3I}>EvHF`ru#hn0xqH2x7x&t@vq3dr`p!vJHBYr3s!(;Dj`$qg
zp53~yk(cSl%P}Ny=8Ypf&~^%%D%o&L0=O1oraRX9aDnAQ?^2R24B9<^WSd)3A{4RQ
z`n6t|bX>|olv-p{FSPD{OI&?8T$kISNoE{JC*cp0w_HbQVg7_1D+TS%M{T+>MVY>P
zrUs9fD*zH*0r_CiXUmTWbLe=uf!LD4950oyLP1C0iWq-c_d5!amnb#q&yB@4-K40M
z9qm!!VxS3(BYH@GLC5HlRES2z3AoLc0rk!hkhvf@v^tGfnk#OXgU}YP809PV%tc6{
zb(L;u%(Aj0)~*o2GJ_N+m8BkU#7fDUjmPiRSF5&(gj_`jf@$(wmH^EJHjEMmNCYXj
zxFih2>Dz8}WV~WEh&?3zAmy!+%N$SP^9)`g9enTmZVe`e%GlVlNi<`W<lZ==IsS2E
z{ve$Y9e63AR*Z!g`L1#zt7S4`8%NB&U5L0CI#D)gpL4E5*6dmG-<ul7**_IF!;-b&
zqdgp-$?AOV8++mk8c8f|_Yb6<{oT}4fV*6lG5~LEL1)|N0s-z-^UIA7HN%pBB(1pa
zRt49;Sw~@v8_R)<(vhAu59{5R@#?5ILcRuKb$GChcXHp@Yxb=hQ98tkY!5aiZTou!
z2`~~G=RP-c6bDk`5$Mu%JQfULE>pvo2zB3HkAuB&Znbny(GAdM20F{=g0IWJdXM(F
zMRNa^9}Sihiuo}LD_2$q#mMcD5=~Bj7yjT~G&1t@$`#8kSUf!yoG*C%F<{b&B36UI
zq0q#0Rzy9V{<GXc2JbVK3BJYI(*zsxb)_ps&A9FjNqS7)YLSd1GcxG|-2@ZqmMYhX
zPs4(#iBYbqI$!9BKrb|O%^Y?`(C($Adp97akl;Bf1C|DbdYnRF#2y7E<GvquJ(NbZ
zNHFA5@y=bF8brm(QV0iRxYG@}kYQS&1rL11gGJM@p`t5x!%hi4R<P&=bmNK%)q`K?
z7dBJc_Xq>rl+t<c;iJn_&r^=r_~%Ub@#J)l8xJyt$E;fk_wRgTQB;n5-E?QY>W8_6
z;@>C1*Yz!@p)hLRT>KK!*BftQk)LGSo_DosQd?zvw0LHB(K2B35}$?b3r$HF2`i;k
z7E4srD7{^T8|kpyyK9wfttGfFr${VtT^<u{$zx8(@5pzMwSeAt)gN8#EXOzlEA?C;
zr$9tdZv~suL%q_22%(GAPh50z__WORWpR@_0!Z7^H6csJBegwqXnvF8g_&^FFb_Qu
z$L;QeIvI=Qkhyagm<W0x!?Po;qt1X!BXPSgDt6FCPtL6%I4jf?a520=8}Ny>J7aj5
ztrh`(hE;u+F5X2fGBuhe--|T=P2qe$DltmTXT{rF8zC@DjidB?P`l8jJbAXTMTXg-
zWYsb)7glob864zfBk*o|+=xklF!m|gxBZBodvN|OQqYx1sNW86a9wQH@yI{wTztWR
zd#I(8_2wLDKr&m+E%6oAz1Q@uGOa1wl>>I~(hKzFW$c|6$a(`<bJXd?lD6cWOIcg@
z0C@bG(XubLtA(t=^Fj?e7bf(<<;kdZCC4ZLfvjj>B2q4eDr`!^aEuTRutIPxx&V-t
zX5Cu7tisIAwgD2aFl@Cnukff$7xnj^M^V_M6%m;6y`b?O=&pt|PnjLlZUzNOBIi7F
z_1lcX?Qyo9(a6=xOhU9g&t7%Z5C8W1Ua-$_G;WJbr{w!JyjxIqJRuk4*)Cg2YR!7`
z*k6|GL#7oT4IYY@r0@3!x*&Pq0PFZMtborM!89wZKlX0AUluqTrUY|1X6cy;Cdm)t
z<!KtSQG(>1mJYWO01cl=#ii4cTYh5*ghpmubrfa0;8o{#l6vNyh1J=10Og+%BZ9&a
ziH5<3rxrIy@3T%Txl2-tOSfJ->lVLV9G6j8zGB^pxxk5xP(!AukRuB?YGcxv&1eIB
zm_*J`cJE_y$;)AcsgyTMGmOQRyRpgR%5h!Ba{Zh?Av2~D`JK6Y{EDrZuSe<r9qZ&4
z$89SBzomu8mz3U}(qTh8&nafx%0DaIsw@H;tX{+1FgQB6VAPktS>QC#(gJmx+RsbE
zU-$i`TC|x`o9WHCBzCa$(t5lyu!~gAEf6b$JoRS&Ea_-+U}iiP{}H8`=4_RgXefqw
zZu&}Tk)dos2>Ma*YBbv6)g0lZqO`_(6YAF#B}jT!+(omWxb5#S9g>p_27ENB2{S5k
zkg#o}iw9gpjV)afv}gGI_XHkf-R$?@zrW5g_lo8q<A=gRl^R{RXu($uZUM|h;-aa$
z5<29$KK!{y)hr?C-YYtHlrXdxcpC;17bowY{X>Nk^F{{SwrH<JnSl-EVxGUfy|FCi
zat;|f7<v&cly+VGDwzGS_XD9tbTP`#dF&Mxz>uptl_f`FLKz@+J@XuQAXuNK?^Xi+
zr$=>L9#vG&6ipmUN{G0k%s_<5v?rWPp<*?W3eBk4H8SO?+xA|6f83|wLUoUBF#o(1
z`ih<<fyCZK$=3rEjE)OzgYj{oIKiMO#1Isz{7yWnFk?F$Ry&>ZmBX$6e*Fzr&fmCU
zoYxtP+K71<lRgR}emit4z>@4eOBj>WmOUYTJ2#{fH7H6t*4tKc&Ta#n<I|--XEvxs
zg&Hu&EbrXlO2<UFJ@H3EN?|h8Km4q^ntbR`Pdr<OzVVVM*=7F%Wug3(q&zRVH~Ao-
zT6%;o|MftbJ;e)Fm7N>$)<^fV#Qzsg?h(z~&W_k`GciA$pPI}3I!s9pF8LrlM1X))
zVX;ZAQzlRKYxOr|hd-wd%xWglY~{jwYjki~cKB+@1RQxIQ66t+mZZ_+bxM@myqa9G
z^WnB`GSDNcSIxaY1o}Q_XWS~e(w4$FLlCZ^L!k$R3lXN>t8pj>`-T$<Lc-X;<HTaq
zb_uF)#3!K6k(v}TEH4?c#a_d2<^XD)-jE#2tQ_}6zeGsbsTU&;TT3!=6~S?>8v}+%
zzopPYf5xH$A5%k!1Qql;9GP%}6D@16GO&P$;XTE1UZxMGoFY+k%0MBH?CKhwp&dJV
zR)Kp3LI+<yMLn`+w%k!AW-u!4me0jrq4)%PZckb=IUyh0Gy~)h8Wtb$2K>r}$WdhK
z2Vnc?Tz|X8nj?K}t#5nmAuQ0bk|QmT?x^rZYE<E4_?Y!asn6q0I-*VKi;bwG_yn<e
zNwQZWK4Y3N8hb_Yi-Op^p~zNM(y2jgi33y(PeCn_ji97-P__rmEtkf%Bsi&k>CsYN
znTX+xYC^!$UAconlVL?6WK{2ZaNRa-OczUw#}t(KPQA*f{bI5aiq*2EghgD8-)9Td
zC7^AnL*mV0WgLG^a7g7<AV-RK5`b{|1!i~RAv<!%Y%Ni)yl|durbZZ;B5FHwjdy=<
z1PuRnnU1g_VZgq&bkr1FhGdr-nL#ySXvT)5QX74|O=`2g<PU8^HiF8S;v;9b1>f+J
zO0E=<N;IQBv73L{wz&0kePmL-Y*?)_;M$L(Z&Xlp-)xZ-XY708Agx5}cN0vXp2Xwb
zH_LK2Bgx*>lh2ZfrZzex9Z`yD*&9!wn%xc?WN>=XJDHrLAGG=Sd7R9CE4z?FU0hpJ
z)ayhI(&oHy76Q>%%5T?*tQHxb$jk^<Jm%fh=esB-BB8l`cu;+d-3ldF80XECPF<>T
zH->2zr-^DKc1}4%_AABKuK;*7l4d<(W{kK*8=o=4`6iX|kCqX~*X^#D{2A09=qz%W
zw2w8vNQmjzY!@grKd+dJZMEWljKiNmqjr!ezc@2`opIit4C9mC>GSL*!DET^lTXc1
z<642|o5L3tNNLqEA|xxUIa)f$B`_b{P<VKC5#P%#Sd)Y>fTU?=%y+AFTe)=F-24WW
zU*=KxBx0e?Ab@1fxAX8lT!O<0V%(`8$8T!DOvCGgI_VklT9qVh)z6%^dF_2tg`^_w
z&S*;baam4T`I36ZmD`BdG`_rpyh$)QtI|ekNRmEiI}bNzj39zYPga>KI<|hz=-*G#
zJJ)(w@k9K8deJw(nVAxnA2VOuiK|OxK8^EYj8aMMZ3)*PNNY_>Z%X{_qJuS28{T>(
z#|2!^Si7`UIW@22G$e41*AfY3^(E9-5h(M7O1Pl4dXr(^Br;&8z$m^l{SEEKvuAg5
z8u^gfO0gc3>7_4Kg~=L5apgVD^yic9nTb_RS7tGqosMb(19Vd+Kgt<md>t8wnvZSs
z38Vpaw0|Qb0^_e9)yCo1ir0zWJJ0XDg2v%EK7`g#?oEntWpy6m+50OA=gXSM_^f38
z&G9gxL-DXuPdmRRCZ5V&z=wTI7sa^2FA2>lLgb_DDxf6^$W*%c%DH;2rUjS;zEs80
zyC)#YoZY`fQMTCjFkwA*&Z#)LM2yKCNC~&P*wXlldot<*^#X5d45nAndn4VK>La!|
zSwb|l7zcSws&nYQ%TRtn5v9oNv&&8-cD|G+@-2L3euhhoqwBG?>j4X=N6v3Ok&9Tz
zgYLE&7|XCRC#P<8LK<K&2mMyihS9nmh^eu@<6@9xXc(DveOvDa|3zngqRnACIeO7~
zpj?zWb$Tk;j+v}Yt_oYsXFfEOZ#r|Q4SLj2>}}kY>LXzZQC=Q40e5+Kbu^zT7y~6D
zY;s<u7#01S@5gJAdN|jJW#%M)!Gj?m@>bTY6+cqrn&L=VrdTc!Hr`{NaKN0{O232?
zoTxfE(*jI3=70-(M)1yo`j2ko8p^8*2jrR}9fci#cP*NNfOb=*JBxiPz_S;bEkQZ7
z>o?;$;nVjNmiGP@n~9;e<0?HCB3s0YUvz3?uv-)Bnf?oJ20sBY9dAhy`Q&*&q<%=r
zv6vqrEiEZgo^9}qTyDxQD>&(F2bb={Y=Fw-glf!&dFd1WmejTvr=7u{IWOcWOR8zK
z(M(b{I^@9*_$=gpr2jS53^TSGs0pT_VstIdkGR#C5Q;a5EuR;6#LXX0KWob}Fv9!{
z*|xWK&|%uLPi-KYv!ucb-JqnM!#d#0<iF2Yf2h@NR?kAzq`rc&#47?JO&85VzwWKB
z5S-CiB#0ms#fzt^KFU#H49hwo;gr&)M&;$*OJJF+V1F0q6wU=2#@v1p#N4YMt{McH
zoabjXQ~P?Rfa|P-&bESAcTR_Q5vmT!qhOn9*mgL5oc;xHt6qZq5Cr{9`5rNqMaj9S
zcWK^l#?+jUK4yT_6s9zd?K(1Z%Udf@!hQ1qwnTWAY-aG>lR2BT9cI0-M4#pvORG`D
zycmo<1U5ivUv_#kfr~~CB?l7Lup6@4Z?AYDoYrk#f{eum8ZPG`K0MhVWp=kPNWtED
znJt8th^T|CYurR+Qm1>8-|qS=0zteh&8SrLVSS0G-@|d5@8y`(xg5MvZ>ze9f1AC2
zphnmMR(^|TdUTjuN9`&6(hv@qlh#HBaC2@Mg=-j;hGasRP9kOMIEg_x&qIpCIk0+7
zm5P*t^)LvJnqUe{mY39gQ*1IFWWtHS4~E{z!BDy(UZ63cNsO{>w$}Q)zY1fWWz+DC
z=Z)(DhBSv>VOu&GT~(28x*zwz8ozj&h${H8QHZIKt!l|{Om>y|lg26>^gf+edb8{f
z?8hidlgU&!tD3e_W-DRJ^K(|@R{(+U1|x~&l2)+jtNjxmz_EF3?pj%d;>1QS&d_}%
z4?wpP_I8Jg4)10DG({1#sX!4nCfVpeS_o+)7d7MM_vt2(HCy2=?_KkPnl+^kwcO%t
zmxU%MkJJV6i~P7EHraJsIKsE1p0GQ?x<WU$)$1mVC<eQlT<l&j{fI?my}bP$wO2Dh
z+9F#}vM%0dBxo6CYikZ0O{wJDnM@~F6?-PSblb~ETSYomdWr~ne)4*)p0hda$zjF2
zShbMB=rEE~z?bBql&ty+DhI26h!m)uLBTI8mlFBzQe=xx>A%8ey2QzBEunV%PJ7v!
z?(&oB+G%&#;x%j<-C~Y;uDa`JZAiv2>mmA=Rh7jC(FgmQE=HT@*UP);wBOrp>dj%U
zq2I1Yn#0WEGOlh<v##Q}3M4454yEH1l_ukT$4jXmNWtI~wH^iyZuC6d!`khwWX2mF
z*=xU<f!Y5y)^STbu?9l)TXa<NG=elgv(ks9V>ZM+0MQ*UHd@c1+K@0=w|8J+mh*5~
z#ZI`9=R{H_kXE8VHmDAoF7Db(E`0S7-J`Y+`Ox)-;(860+<yMd|Dh=5&{+wUHy*3o
zzYTTGpgbE>l(a3$h~zj0<~RvyT!kW{6E*VWmz4JPg`Vd=Znf*A-?xWd!6TA7z~<ej
zl3uj}a?dGS9%=IpuPWG{6UlF8&}VKI*&}UE28SW`356MYrYc^Co)P7m9A{Szl$w6R
zN!H}_ZxQieV;F@e%H6Wo>Vb5L%HB^qQ#w&1KC;<?tc-E-uh@cYCWos~BI3R@tYibJ
zkbRt+TjHX_#k?)EQCc~?eD=RXIP$6`ts@@zY=#p3Z5RZ32scc0rHQ!a3t?+5h8Pmq
z8dPe=%(cz$?@qS(?r%kG8myu~_m4uo;K-a{uSY!Xbqu^xj}8Ki!z#&SsKGl0-joaF
z^`k$Dt?~5~e3t2nPmIHM2GwSgoB{x2c?I9ULCQRCjlZI(@Y0{3Q_eo_uFKL#R4iTC
z=C*a?B~gnM&~);zjd?7Ktk}_yc(c-5r@sitwgOJ>5AN3rQs015891(mrdU#zDQd_%
zHuBmn##maxYhBEQU($5L`#B|Q)h}+huHGz@uq_u`3`wzI1zJ2{X5xjs<)Pt@84W%W
z=wGW$8~aWK1zhfq>znVusHz>tGs*RGp5)uUmmBKxBDE&#AS)A=qd#$pZ&8;%Ulr?S
z5<L8@vX3Scnc{<r0#bnf5xRZRgPoDu+3=dVDSZPC{+lt~FHGkCX+MUZ@KX5r{i)<+
zC6?^s5_}LED&@@)XkbsgWJ^Oa1D+m<CI;5g+fz*BY01Dz8w|x*pnC0=YVUw`OqQLv
zz3ej{;`F=9u_S1p+QoPchA-uUi-B%U1utEI>~`G9s#AV0f<x6Y>pj{d?=0Msk{6;3
z>As?rW5aCR51b1W$eZ<dVkdz>V8HyOX$g|;n>I>n;WZ>q8~+W2!^j$ZLFIwSlL>K9
zKOUI*PK8#V0}evg`&63akA>%1bHa4>%fUkIi^3oge(q=up_j7pX~Nn-qB)_CF@BRf
z{*RIq$x+)0`%3PW8X#EOC=hdi*ewUQN-N%MXaFOI7Nux<Cq2cI!_k<@&S}oB`3b{>
zPh&y_P5M@<Tg$jwFeVm#70J|si2cG3(*o-ATt3ix?iCTsY&#d9k7ON1KXg6@F<i#N
zJ8jbq<tFl-0F`=G@M=|JuZaiT<Pqa=!4n~9)U^PS8&1Pr;_i_N@-Fb3T>*Pkr~1Gc
z8wCxMef*d-T1xP_t*)*3y81`Nhy$MeK<>Mm1ow@UlC`VqVFfZ5FIF<f@y*2+WcdXm
z^qQ(*C7Wt;wqfDSvDh=qN}-dVvo(lYS)P;BcD6sdD38|N-PPuT#KfEp+Jj#=CQ7#f
zdrL=K`BDv*?)#TqJ>~n%uDt5D8=3S#blvxT*V;b_&SrbSnH(MQsOwKn;-6oZhoYdE
z>a7yQAb(aj#Azhdgo_&fu;b~I_q4GRIv<5-3E||}jHU0TN%XR<a;(+gW76cSi-Qm*
zi&d?OYNqM$l*(}yDo01zT?{@fP8)Y6?)ah1L}@XMa(v(t^b6`I?)@zZQ?O|*!(aeT
z8mk&FpVHlE^>Gg0$^>x~-S`%ol8NNdkFgY!$0<Vf%{zUeiJac_tsAs#-~2%W$ByiS
zLOI_oBsP5|PSF)sF*;Bmjdll6*`RCH#9U@7oG>&U>l3pTi6S>YnxN_nssoPqur5i5
zMEr0cDryt0Ey_Wk6aV}lTj4WBT!wFII9$$|&?JqjOWxC8>{Fvq6KMJbpf8-PbfxV6
z)aO9@kczq!TRZGpu2tPbr23md!ofUk0}1hkHj~Y*(U?>Rw_Zf9j3GbM=ctj#FBI{#
zDk3eCby*0{Zi!lsu-{U2>Fk{mIboM8j!zCb4&ch4T15kSsJu{Yw>=6WWkJMa-W=cE
zbL`{v;1xCfI9|nykJDX?f$>}xmJwRaA}ALMJJn?H#=TJbf6W?mdv4lR6}sK;*qI`?
zG4!6NVybjhH+MLW2@ataUfjpxbscrqXj^LPd+D6xV{ZVSgvp(aKJ{bh&edw|=$Szv
zU~M`!fC3ajnUbz@mQw}rSxMM=MpI<~8u}#YYb?Fr6Aa^cb&sWmcR1Ygh?cW@8PquA
zs0|Qw!0mBGYjE_X>0Uy%R(G*GD;MIdQcyBeS<)5Sc!#OB7<3pMkaO0;nAWPiZizUk
zud{Rm98&@nA!Nw_nr!G47bv`%MZH%@Ib!wnc9f)<pjr)2Y9`J5AQgK~Mxz#X(~~lU
zffO16#s#g_I!&n;CGzF;C#PbyJEg}EU0~0ibwUrf8{x5LwpoNoS#TV)oA%^&Df5NL
zCIKU!iz~|^S@8}(d5RJ~s)(3n_ur2)#C4;?)<><;Y8z>OlrTeh*I7PP%g>oDN$4z|
z2|Wkljk|`j{IsSu+JezDMCS8N9L3ltO9Fb4o+85Ix<CX@iCJ<n8rAO0%%nG{osD-Y
z)mQzl;WtYCGAOaM0VD&gwGXFXzZwW-PB*iO1;VCyw}SK@J4@P-Pn?s{AJKV_n0qj4
zIY-+;P^3sPoRqgeO6rY@s_s*T)fsVh42#uZ(M)Rf8(SeFef!6Y_{hilpnq@bu+dws
zK#LJE)5vT_TtwyE^Vlfg+k^%f!jH`OSXeDr1e~!McX9?c&4x4Px5WU1WtlO3QbE~u
z)Lhkp#~#t%gP_r(?)~xU=e0`}j!J@2yqXF4apBY8Zr9>udf=nWg@@6yLDU<}TUKVu
zjESXbL3=%Cak1MCE;j<gu-x8j-rQ2L<`L83vhIz}d{iUP#qTe~{wheu%mWkZ)vljF
zyk^LryqH0F4-dC_?zlv+2J;vE!Z;1Xn(k*bNP}?iMQzeThC0RD+ws}@Dbkn}c(&KY
z8Dk8LI233&=CCpdFJn0b#Xk-jVFe*3a8&ll&}|^yK`pER0`dHJ0*gSani$}6vM4r-
z4?RO4XFS;4lxivZYw}JMEZnc9O#9`TEHOO~Fy(`TC{D~J?uvT5@85(G=YR0s<|fdo
z1=ygl);q{#)AM)FC2wai>Y8OuIk3;r`!MQ>g{~@JnUC!oycNWN^vLO7P~7$$(+)aR
z4q|d-bUN;4ag4Sq9=iTqL38O_d!~TQm}uF13aMo$Ee4z3iWc-JL(P=VzRYDVkk$6*
z;F^2g_`&_`=!@gmk#Ftp!8pp4Sdqmh)CTw&r>I`~;+C5aEQ6s}T0pZbtJH{vL^b~{
z0GRa&gd&60b;|%_GCG-C#<+6lC&hlrO<A}0%G{XqMCz+9eGn+bB}@wSP@(C_s^26i
z`uqUIZ&hHdWHa5^fmg#)q({frs5wOy-r#{<A)1B<#4aRD6o1?w0jjH<KI}bC!YCwB
zd6c_EDO10njf02I9o}NRGtE6MX}~l0;2$5etQ{|c-?s;uv%RdwSnMUooA&BEaN_io
zUGeH4YM}K+Hee`tG)s=1pGSX=+{IZRp!<3OeekDWMByr1d6<_a>|Di10~|S4!0nuO
zfRk6V3wA!)%>Z>Y$(_>35d2iEP@uUhSnqO?YMU~?<srR5q_8CH%n_@?l2Spxxw(Y-
z4e8vOnx*1fQ9*p@!i&s9Dc8=gXVmzS0!<eZm>N^@<3@J_q6SSD!pb(Cqr3zfPZ5~Q
zAq@6@7?Xc$7V=e{>WLvHu)%7*F$5NpGZv^N-w*{q&=Wp<qQtkCsV%J3$bEBry$KjW
zX?*6DC3v2d=7waXlo=2M--HqL3B3>b^%%Ypl}2atFt;B05zL`<Ezcv9R6Rk%W%2Hy
zSipuAw(eU<=JcrX+JGo8M=*{veOLR!bji!l7vnL52@H}%!1lp=J82OE{{+yzZC4NC
zs2`$oal-mhM1vVYanpg(v10!216m|_(+ONKwBj&0e)~6SI<P(oc^f~Hz-e?Wy3E9E
zE@a47gDF(7Uu*5+g0)=kSdUXNrfpQYmskOc=5|jX$*1VN7dnr;asdW!dLez7ei_T#
zDU7t$4+a0a?3~y3&YkJ&Zm|Es%)KlBY^&lm|CUxB#dp!A*J}*PA>T$U?X@01jno|C
z_dUD1b^%$ToAk33Yjjy1uEx-=-}c#^x}Y0sA->h`nMybmkR|U7yHGh~CHzo57F#~n
z=nAm$YSu-KDS#V{6Bg0gZ*(nz!l&e&yGndq0z~mx$g=@`pB3aA(Jn_6MxIp>R{sZP
z20r%B5}6lSbn6LWmAl80(6t&r^|w~g8I{bC3%rT;H*e)9Y+UMckUQUGGhsQHs);=t
zOOn=3bmkGxU%Az<!UWzD<l&<+Pq{5dCF2|pX|)B_HGOI%>U2Gj;tFc+*)6T;8PLku
z+GeO{_zrn=ixz_>hGprHk&00rb_%z_iQ#+tYf|CI@45Iy8H2tjT7~ab?#5;_zBX2E
zmo&dFba$_YL^th;EZ5D~#&!%XehgQgF+{hm5-xW$2Y4~RJQ*1w9gIKVmSf#`joP4<
z3E1(JZK~gRuJ)o=$EXByZP~9U(~c~yjW6K8iiB%wHozuraGA>`*Xil%2|x)9U!-UN
z<k{8KKAY|wQT2+?AY4`!zVN-J2%Uwvb7u5}!Zo0ikxQi)T6RAPc3)I5hiDhd@N8ue
z^FjDL^c$6UU&ZvLBdUSymzhah*RN(9L;;=}_1clZJ|Z%@7SX?oB2OQgy!T6@EOk?~
zKq}10ca>>}oTupK{8~IOvgXayNjROHt&|k5u-~DKV1&f1z_=<}2Ph<Ec2Zz_t<!@<
z7X%mo#x2lrnNKYU3}>tPQbFcD0@~o-D6?Aww_1uFwg<hR|AG(;Fz<J(pgtUKRyevQ
z1!?MAGa|KG*O;p5@Y$V=C@Aj_s$nm6#I}+Sl&j2){%Bzpj|L)F8>6L7*d)8107s#q
z*wI0PvC_H#%x(BW_(rB4wg90w>GV9ha>mZR9|jZF3W`bVqHB6D?1zgnvNCAQ7^v$6
zcVZ0mbB;r;T^$@eQ_7cM3C=pevJ@9Lkj^NmmU(!GBt$G%haBOy^4n(LHXWQlnx1xd
zf(NTgB?=`#Z6Aki#mi9Ys9<+zS(e;6z94P_>Wf8Vw<h`4sP{e6VHk}2?NtmPO1z{C
zMxe#Ccy@VZrfX^-S$Ox>wH{{?mAE?(+wXDKguRuLII1LP<NaIv8s*)_WCM{D)-ZV*
zfjt**R|^r~^eQ-!<)%RX_ZJ~38qb*@gtr_+aoWHxQJDTj16%w(9;t#rYT<neEpYVq
zoEP1ehHidD_7OpY*_D_F8d5GBab8uDI*0z9RGe+d1Gv1|=P~d2Jdwue_5%nRHTPO(
z^=GG`WHbKI<0*!cb3lb6e7Jg<bXDB&NvkHHlXZe*YZc8cB=bJP!jbx%t<tY1K?QTo
zqiB7(vLv>&VU8*ytHmd^%9|RqWKzZ~v|206f|IoK)Qx5NUdJ`r6a+4~4pq^q<6L}l
z{W&t6D}3uD6Y4qBOhRCtQi;qu^BOJ-W)9S^m;;4Xma3m`H3YwQ0%BhW#4l%}WrB*J
zOGdn`ev(`x?tf@o^)>L8Kx>L(x9@MXsOjzG6q)xe-nhM-9R?(F49j~HhtVu9WlEY)
z@VCYZS8T_)SNTeiPIGHjf}+l@olS8rVp&36d?5IDjue_iIX>X*xyVJAhl;gTA_F1+
zaJu1~GjohnS<``dv4Tp5lq39hrLzQ{fPX#)mu={rL(gl+gWo<6c))^ZVTcM}c7suf
zTVD9E$^);gqcNtbcLczazC~?jPVv6trZR{^GPYu2ILJfo85B=6=mM->d+lv*)(vA7
z5OMj+0%M6fWu^w_`x;Heog-A}x~19}-GlVZS4Jh5IqxlR;0E><_BdeGk?Zyf{28MF
zC&{|v{lv%w=e<XHwzZ>(gs3OO#Sz<tB&9=P^1DPvcyxmsuOOSn*mBeE9$V--a%F7=
zt*KuaFu729_t?)0c7x92K1nARfE_CJO(mSxWw%%%GAcIA3Zj#9Pn2Ki$)DGJEwr0B
z!>O~8r~UigyS&M_IR+K!E)->7<7g+5LpyQk|Hau^0LQIt>pC$rQ;cI~kC|g;W@ct)
zjG394<Cqy@W@e6KcFfF<?bvUUz0cj})Vp;bRE;!JtF^RR>ZPjwB(1-r8?Q!*>7yn1
z&{EN?+BY&%WOCoMI*sWUchdWQ25vi&eT_x^_k+c_?F1qX@FKn_I#g#{41DXI5az{g
zQDPjQi*;0Q&dV#MeOBlgV%wb5hh`fJ$)~$-aaQ(XK0S5Hf`uN1C{`}1XX&@~<b`f*
z(H|_|K)FJgR`bfd^>DdYzmVrCRqmg#D9qx>kGEGD>U;$cVFRO>`*thFc)pw1N;ep1
zQ=7Nr{0YBdKWS>Mh<UawIsAd*e%Rw>6xOx$qm;ZdQh<ozVT`rv=6P>fx=fBMd;bmF
zVhzIZT<$w~89If!2tweXO#;njhwmrcRb@UIuX&7VYhLNcn1n#7Cw<2-!(&4N63r!%
z`zh1n_|DIDDZuO=((AP5Cp*4-c}Of^153brd%F5n)cnbZNk#YjNwvp4p&Q}Hi47O{
zb=S3!)~7rO8Sj%#@1063iR^I5{#}i9|8Y{aX8JF0WjRzf-v>)1np&?$k69FGA?b4T
zGfekHY09vUBt|#yTAOLe51~hoO`bCsa%Q+|iOs^OeRj5w*(a_F)}~iUH|=x27qvW0
zerloY@pS$|z6brGWdSmAnZnYQX4RnaI8f^hkDw5XKL}1VXp!&(yg9|F>B2SfWpxU8
z?GH8x^$526r93k)C$j~Gpt^WF9e5e)!)v{bIW|TyeNr!8NE>NR4jNqzue#ekS2CIQ
zo*Za;?P!!L&0*LmB#ui0{Nf2ciw3jp%ZYi~$usKQ<pY`&qh+GZcb^y>yGT~Q;dUv0
z7|lX1ykY)@EwsVhLLtwPFrts=F6))wtmU^}qe1wsYm!fs0O}kK-Be3d$;y3#7`nQe
zea`0*U-N_?*cKopP#XDe>OSB_hBl|YL%t=w)#}w?NC>*MU)Jre*I0=JfEcl(RN}wS
zjp$#__%p{el&`F=^t$f2R4dHcuOrnlSAx@wxZ&{wg=QEk<d<6|m9OXPM5}oa@@5X^
zo3#P97!Z`(qmj6xPVMoPO3eP;JEc<90dtn+Nx`q_2K+YxS@|mddFo1Y0Y@1{^66Ka
zS(;))u0K3n&ypCsc+pS;7ZYQ#j~qVq<?iV|25q<Pc8w(Nq&rNMgaP_c8!a%k0mi%4
z--K*~0&}w5dP^{cE~DJnMAlJEpUy*r5w<2K{nXwPfh<}Eoak=4f=em&_7LrKujvUE
zl2(a81RPE<%Qm%#9z!r0rHJmwHZ*~od{TVeDE_DY0#s$I4|koUOk2LlZ$_8KQ9NF<
zYR~Dst>#@jgS-?{&bIS-2gE<ph3N;xaIRntbh3!sgP**Mgu?1K0I6*|ppO+L-P&2l
z;CLNuDM}X#_HaZkj2`+5ppQB#lA963kI2hvM_!r3ECBj^j%AK;->5FB7rk<%bmwc;
zLcmTdkRoqaNST_KR8!Z;uo|MUmjbZ&-f>;A@x4n)-fF*d8CoVfvfs#Uh=bw3)k;E$
zw9BFLNX~sEOAs~q#LpPqEYs8$V^C<39gQ?N24@UwQ^t-XK<Rp2JV;7<h=tesI!C7w
zd6B$=cbW@tg;D%Id=KHu6_Kj*lVaBqvi}Hp-5GCeSYb4*d(XiY(Q@hx-pK?(yqUC@
zjxpUl73eJFm>(E)r*scj(9(Qk5T1^O-HZCvm)7T?#Kx(HFxP=yJxD}2b1Q)P10&%e
zJ}?b$*NDvv7-uiB)b@oMZ9Bn0a!)OujfVY@-zz;yLc6|Y21;PjH?z{#JitrOown{>
zey+b6-|=Z_P@zpEkpR&iat^#05>EXU#PmI6ix%RA##)xlKDDWg<|%Oh@s=I6a2Boa
zt^{IEOinq-A`HE+y4iSRn~eSZDTDdt%)Fl3CQ|3q9wcQ_-%H2<yGcn0DLqD;^EvN6
z8^l?vi3hmq)Tt*715va+C3j>Z4q6RwpP(tvSewx!<TII?>AOrvKZ=;IJ4J)CQ5rx_
zW8l#AK(m+BB|16bLwo%+#t(*6u1~BXh{@V!qp`6XH%+Bsfvd#HQYJ5CsLq1|->f#|
zwjl<f)=F6EIeDIm*kwFPPW5Mm2YV=B7U4gj30Ye$A_O&l&YaGlsS5UhvZ|DPfrlZG
zw4Z@dI`E)7{ZYcZ>95WFa+x0_|6MqB<Yx%MTN^0^I@hnvSYP%qpQEUL7^rWFsIzy^
z!!PUzk)2t?NmaJ<9N&FuH@&5Ve7ByOOl&LS#!mL@>XWHt5<?mZZlVbv@{*;#z7u0m
zHx_+999zZQ;v*n4<0YS4Gv(>yNYibO1djFh7*XX6gG)&u?q_DrKVK@fkAia(-)l<K
z>Pzu;q)BIHn!~f4d{ahvKn(N2?Q8%xqniXhUx++pHX2YSzEF*@@8z$>Gm8^MXFGg2
z!bur1Gmq^G6C_zd{xR%>n#nM>UXi+l<!rb{y!T09yvuWbhRrV4_N*m8$@{e20=x1w
zZ(Q`zviYfAGe`q%wsEZjg1vbW1+^W|biiSQgPr?(*HhAG<etDSilvDCv=I7Vioj>L
zP72@~kjEEGCn7Ifw)Nvg`CM0-{JJA)Lul`KryMw9QWZCEXoj6~F<D&y$37({iC3<j
z<gD9uOZH{FaH9MU$+}FP<vtw}tv+LE`-zqU$Eu0%AF>J{iO&PF!_HnkQ^F&9H^qdq
zsYiC2NBXzFw?;Yc3Yp)Lk#Mp4OF7;tD;}|FXRndkB+9qrdkMV-$L0Bo#Q0qK28mLt
z`y;Mks|gCM+Tytw6GxBxb`ULHF0+2;cyaKIn2LAp7^kz{ZuTb1aX_(<pWi_2m9bXG
zYmYPDH4H;Tq2{YKtho9{da8l}|D|BAWMoV%;6*tY=L$U?;mBlK;mo$cft7Ui{jbm|
zKU?sdA@@p9mhaFTl)T5%g58D~&(5VfGF*JCj5P4a7I1cQiTY&<2BIkTA@6>+nMr!O
zsIt#ji1II-wb@S0#hxh#*4SU{<vJ6>#O-pTCA=*)PD+n#ccjYKp=dI>9)nlfUBt6n
zPb_JvpUbd?Qoqukk8DM!pgbqSMVcdGirkIZwMLqRd52~PDfRT~w7DBli$obU-@vuD
z$y%@T9jNUaLa1<`by4;aWT7WLG`3@|Er2?7mV%17$z^6HPdAy^In#3OX_fv3KuEB=
zFn_*k>Pc(S)XC5hF;xxStZPPz^7S5xRJ%|YI_3d9lkojFq2zNfR%hw=D^H3S1oU;7
z>yaO!ZvoBU`@Uwq#0?*sNrCgL(a1-%E#7QU_oQVAt9&M7hwMSj9z58Njlm*Qv8bTJ
z8t^qV>po(0ehY*O67Oe(8&RkbbkLYI8fwx`UDW3=*xsTe&Z}Hw3i}w_Kh8>Wik4M0
zV9Pz?E4m<}OJo!}v2keiU7}ROnm#8K{Whysi8p37$Cx1xN9}p?frKlW)oyk1&??HR
zxgFR7gO*|YJqaT}Y%T?@R;5DU?4(;e9q8$wBT#?ZXG90zJFgr=2~evLN)utj9(B#c
z-cM2)ozEc~sS=3A&(LX+laOY~X&L$zQqraJq7#iv(Q+Ua7l4<Dq@&U%-a^~i{pEB0
z)*I|CHvD0(g=A!Q_tuEhb7F?D^(WFgRH14C%O5y#hAtN1u#EFv?!Ej#{hRtuH+!b9
z^-`57H~OpxW_yOf1qjhMQ((T}@@nMP<yCJDrqgpzwJ6M#sSnm<F^Ux85I=Zr#9qQ#
zlobKw%fl28m*U%`UbjL8I43z433pT;kGmsE0F6@ng=bG>z!cpBDaWaeTW|ppb}qe!
zX^b}etveY^UB0}oNz_qh$oAlwxHWiR<FQCTBbMy6)k;U7zS}rfl^I=PX>xt%d`9Ji
zN^}nV67g9!$H59oZ8xO_M--8O_R^jT!sH4sZnE?GJ^4Ovo)qj_+9;O)PVks?bc1v$
z<~y6&vXBUsQ~L%5aph?yF!Z8)K+tzF*l$G($eQg5!OYMtM;|kEr8OHrnbunJx*G+)
zg>LdK`Ns}qh&&e3+TwK*m5Di+vtIbLUeHy`I5r{0es67FxI`S7B3zzoc-lLO%Tj*`
z{t5p@Pcqx*oyhbnm_mM3c7RFzCK!aBD{@CLq5G+5V&|gqm6d3hXc*M~tH8n=ZB$bS
z^<_XPZnI;HC_#<uudac^)La%D%T?DK+edLvm?=GboUgb2T@~1=4T%SZY~%)yR2amN
z9-5F7frB@w<l&4lpHId=;{E`jw+%3Q6*Gq1^61L0E9?6JqShg@ejdo>OfwrEc|r)_
z`BP|oZq~$go~lAe^Yn%Pk{QqvswxzGAN4ARH(P<MpR-pdf&}n!$qlazc5{O7i<*m3
z4^1e=^NDrt!SOWdCR4P<i62ojt^+HA>N!pJIjyQ{xlglls}YjYtb;gFpMKEx()2w)
zyfi+jP?OV52e#GueJl|gG@iL2-F#Yvu<TD6ov^=bqY-Sf3C|SRVm9bT^a8q|A#zcX
z>!>w4KndcdWTmi7C#Rx=#Ex(!3LOyP1{3SzF54Enxto4eu%477&pKw6By4Me9i9pr
zXDs!}a?&A}qOewkd=TsN$5&+c`5r#`v^Il}GUJ=K@=*<p4(Grfc_T097c<FPhKRbM
z_d$I><I(;RRA_)Q$-4a)(!nL@RR`BCZm9Rx-#+@4VPMvEBMS$ZmWw#)ubhZ?2b#d>
zb!Egk_fF6I6XZgN(1;khgT8TpFzSYNWV4S*2}y+P<0bTcCD;-+Dn<wY0!cSB4NI-g
z=?m}<V=ba|%`ba*j8CfUf6QoK7QcNn>zF5uDj;%D((=pI+UtRM@V>ne#_xk`wTOO2
zh4~$Aqx-Cf&!>AOnCrKp1|gt}ubc^oMoT?Phg`gCF`zAy+4^&{pdc8OfTT%sPPp#e
zW*PJ-F+h`#a_8zb@uN*c@wf#&evF_xqn1aBc0r%L%aj+<g%Z^3um$EX!{YVQJgw}R
z^^%1W*M0B>#7EhKgp$a@+<m?Uc*&UwC(AG_zBaqp5yx1W^87-1VWL$Qbffn>!4OF9
z?r7nbvg93AO?aOIw+&uSVxJ}B;(5*u9I?^*C0~<2O`Cw;c!&*_{Sv|R(b)W!`tgiv
zh)1<AQZxmw4trzuMt1jPLJHzjSvXv8d@OgxbC6W)aEiA8erMy$A?0E7fb!!-l6*CD
zRtJ(m!hXU2*B*4lDAddh*XwzLI#SY%v_Q3^ZRqxK)Eu#V1#tSlDXs63LUeC}WXVC0
zlr8Su3>z4tkz>N%Y5Bs6gAoW|n)%bjvtI8DrK(H#os9c9o8dJ3l%o;xhf0@)6~?~N
zVNy#>sNhFa>f9m=Tu$f7hqu6QVUlqMigoZW4hA3B5ZaJC`+gi+H?_fS+mW6nW&%Rn
zoou9KSCrPuMSgtd6L}YpD!q|+U)HA1DxX}Ak8@O6CJa@^71g8fO2hNvrTEHtOT3y(
z!c+`;8$iGLZ4?b{*;b*Qf1xncms{8H*DIqPjv1=;l#t;LgpamHYwG}9^?IH|=xU|t
zX*xv1*mrvq-A?XL2?w<0^a@Tjl;O|cmD8Q}riHESlTBtYWX`~6e?|;BKja?Zr`z*}
z1;4PoO2(AF(a*uc)4vAa*&W41jECVBx%D8u?}bg(PZkNE#gNqul{#E3{WUz|fiYg|
z`fD1QW8Bn_^2;WXHIRAQZB#WU(3ICb2yDQ8<)@n^fL|;h0X`CwF{L1N%D47`5`Sk$
z7fSU0km~-nHaaBz4uYixtQ;oe)JSXa;xM$0+65sL#WLeoJ(CmlMq08vCulejVKio#
z#9<(hiuLslcz=I&wjMry76pZz$_g`WwyGV@$Mr!zPK2sh<UOO@)OP(#IHQFHy%}TV
z@?#cpGxS&Y+J$*HgYLw2s$e_W6@_)C%lm~QB<GRv$c3|ROSq%fLESQ#GnmMM^iP#X
zHe2??(k2i7{y8Qenv=~bIQ3x_B|m>huqK7Q-zAT`MfoNw{LnFdRV7)jDgOlBT(IK(
zHr#16ZK_taPUe__(pq~+cv#*QTQ_<XWV3_X5PQPDJozFwc)Jl-#cus(36*pUHKC0q
zyfncU+m$136Hbl<2_uhK9;%rIGfwGEDL>=?NyUanRKu}B333vme_ISIOlr<w^cWYi
zl8PR=*XA>`{xuMjm2V5MRSngZEmyf!2G5&0S%>(YqcwPAG(PyuJ5xwna#pG5QV2GK
zK@QmdRdcnH5WANNzv5v+ABn$c-9LWhB8dMcLt%=96r9dzdi6clMF1kp%z<ex4}y6E
zcmD9hEWu2?CHG=T<wIPY-qie28GVE27XYE_GKoIvo#NS*Vy{$9&uK&Tae4>vYd8@e
z)QLN9jK0zU1~mB=M;hLDH`~0xEK;h0ZjK38GXt?p{QJP+ljx(v?>@$KnlW;I?Y7i$
zoz>ypInHNn9aWc86h$JK=MwxGyF0Bg?~lpeb4vM|xl_CjXs<u&dl3`$;BhyPr#|X*
z%y6+FY|T+8$jKEkwiXAdxabbN$4B`@nV8#zHA*qEF?rX+W|;VHBe)A1F;#q|6ZDEg
z@hlX{>}MWg=PCpmZ75UKDk}WZa4FDR`IaFu%39Gcv+<0x(~RJXJUe&4qAI{N=L@W^
zc3SqmK(E6{fZdLVScpF)ojZ)_mS-m(-ZETI>s1#S6AKuL8ngT?mMC37HW{G%_2KSo
zMQy~#gNR~XIP37yZ?AYq4nmVkFYgrHxY0l2WxD&Og-Ac*t!M;)MsfPO-B!ApBwSR|
zSQ7Q5q;k42!c(04c(fT?eoc*orSz?K?M<7E>}S-K-^n#E4P$T+c%$2QF~iRE;`pD}
z$cAkgmm{99{`|@+7w-m1SnMoR!Ns^PcpfD@^u>88!I-LMb`G5Hee0aVUX&ZA-Zkg&
zuia`QkUr1Ta0?6E%A}83lRb3l>7XPULi@0nh<k>bS>f4o9EhQhw`cXNbMPi^HMDtF
zRw7QsHoP?x&(N_S$*nN_SY<05fH}+xcI<HD<S)B72ok``S%DgBGPE8*++KYA2$cZM
z=S8hihtPUbm|&k=h_bkRgGWNr_ER9M+paFmxDJCgfQPDqAs%^fMZ1>hn*@>NJAj(c
zkESP`g<Fz0wP$n*PdIX@B*Zt8MuMK6?e7$oa9wd|nHKPIZgO5>p^DHySLZ$$4y_(U
z+q%SO+Gs(h+YkAm{W6p`+s4|V(p!9<s5%ps&0Kd<Fqe1-1K?VQpa-k)VIQ0pzVzO$
z>O-HhAWq*vqGKL23%EYmVf{*fA8H`oTS#i<j?5>k#SRt}^6NN+QD5k8A^sIH1S7&-
z>YK5&j~7coh;Fu3X?}5mt{qxyd&&z3zn;4n73fh*KQAr*jd-9p*{ZCE$V}h9pe&Jj
zk{qF-FkK6=K~6<{!TK>ui=}O$1z#$REx9`|jd7P`!?6tJgRK^gb8t!CiKl9}F-#XU
zhxTV9rspb}E*wp_LAu<fk`wO_2aBL@2*vlW{ReJ(3%wvjqI~3_uJMaeK8ctNRmWPy
zQyb`vpfNR|x0GNeMXl=?7@cc(c^yvTVB@JCBu+gqlMv*W-utt!t~6A{>?yO%SvuD*
zqfyx-)<R8&KuYvxJMk3RqV`&zBbfyd33dZkP!o#lG1lGHy(CP;neatu$efJ~(xV6}
zi+sFzR=O`PCBAHO8>%Gwvm9RcKWK=A>G;>&l7iAa6oT0p?yr8Zw!vH5$pjbON4ey@
zZ0eeV?oAx%q29LarUp~(k?Xfi4N9#``Z?_Zfrd4Zl!@n!^wMA1X@r`Srvg+wDOL;T
zYdARDG)$of?pCV0+!aWWpS%-@i5}l7zoolI9oeQOuoJ$kLp$XiojTTtdFyXp;%gPz
zIMQ5nZ5?`t`a~~%v<x=&xnY#Sgt(X48GGNLe!!~AoiJcCV`e(76DfQuw*-oa4dP}=
zCMdD>$~9|X7OB3^b~f<cQlc^EabF7_7MZ%4bI`q;%RN8U%`-PNc<2iM(2JEn8%Z5B
zkLLaBlQk=r9S)400OvU7_8Z=NC9G)+?KpSGU_BNE#z%^R3UEzek`r<UvgVp!c>Fg6
z>-QTBG&F(}=r5?w8@?VaVXrt!lv6=(@MeLN-IlBnt*9}Xj$Pw~vTHJyKNqx0)wWUi
zhmh_E)^JRp5N)wZMK)DlB9ILwU}Z@RZLK>NMW!C36Ed>2Ao_e#x-T6Vv_ASAxZ&Qg
zp=PLFnVw8iEb@OwQAcATQ7sOPI~3A!w*lzTr-tk&*~Hl1>duOlp+71bNtK~XsGu(B
z=~4Ft#H-!68)?*jShn#AY(kSa>5*-(;ImZxGSiY>vmnF!!jOtGl;s==+xN9qk$~+2
z>Bkb^d$))op`7t5g9#M1owiqL+Y=;1Te$P`QL#-Urz`r<pL{U4gG3!Ri#+mbb%M!1
zJXK|3dw<m#e5eukFX~hez0i0cVq$Bhj7=fJX^(sDeR4fO&}db7b@kI!vj|^p!aU--
z5Z18z;2j~5JfUf!Bbe`(q9J2iSM?^N%`_$Dm_?8nLOYX2L@<f($5BOFq)b%NMdnKn
zR5RdsCwE0{`v-%1hc?={=l6OBcE*icB2sbn5y{q!%B>^p{-R9b39ty*%_qGUiw`kN
zcnh%*zuqtNo5@LrNu+K2S7Wnv`Jo2a*GnBKW?`aLvBG>bTMKZ@tw_8|nmHi}WC@?o
zfk|OA)@A6ABKp*R@A<lBKCTdsX)BJsvut1b1Azc#2yWUklW&~l3F~nPQE2V;dkTBv
z`|D42jhyd*aS_ep9xO94>+6szs@a6f{od>5I6sbdC9y{D?ogY>Rc0uz!N0KraB2%~
z=!CbiAj@qXLQU@2a4k|AQmR&h2xiSB9^aF%wo<itZ~dwp`$%}}h5d`pa=khPP0m<<
ziwZNq=PkSAadiEV4c$&M<_4|DJ?(nmgnU+%MQBG4qROXMhk_g`wL&y~n6^I>m8E0n
zw3x-<7SI7Z;$r0Z#Akk7afzMiLVeik%A<u&Z#)>9x~LpA6J(EbRxlj}mTnZ9H;t)>
z3m6&1#C2JvKDg$DB?^hMAgtoCCf-f2om62SucYBpsxwUWh(49uR~SX0wCd#v119U}
zpyI`0j}CaFCk+e+h`vTH%<{g*0h~`(_CEAS*<Iz1Gz6RoVXUxdN|X7cd$2HbMF?=l
zhfZjJ$^e(pHx89MUPe-}^r9RIdjGv7+%XN>kPiO12|;cw3p~M=$p*tuP~w(<n(@&2
zBt@D6$=M#BOahD>($~;N=v<>_96LYVN+LO%?3Q{tnV_C5{KDx2{xV?%pVX)8cyfij
zfwF`sx}YuTMf7~7Dx0lGo;8~Ep^vaUxdkl5&L}_FbDuHa33ALZ8236IVedgcPILJQ
zYJIm0Js?@PA#Bp`+zkrswIaY3pe26eH5(Pkn<Z~_4<XnXtSvWJ<2XOWB3UxOkYKqr
z^yMfGkrbB$`sthD!d-DfT&5q$0+~O58s;!~c*2d4g5MY5&3SHpGCmcD;Q)}Pnhtzg
zakO+ackd5}zx%9EkGWo)@&ihkSs*H_+hD-SKFYP<N1M4gVf<<ddyBmB)INn+`V;a%
z+~$@L1vMg*nPmZbf3%FW;Ds{>Y@o`$!cPzCK=Kk2wdYj~JN%`l@TkT!0bRNTfURLX
zn0f)Of+ZRAS^j_tc2a7Kn(vJLSon<Q>WxCyi{o@)yUU_Yn!T#<DEKCwJ~2$GAGHb3
zn(r%9_UB~b-mOnI?Oo`kWM(U^%qczB^8w{w3zNrX6>JlU3C`k|wh)q?)@Rpy8yt`s
z+pjVM)+0j`Ze9tz-%-OAgb^I2jUTmSlIll&Fuk}qxf(r)*p00=h?m)c`_R_$YbtS#
zub_1bur58RD}(3)KVwfMd%UKl;Pb9PALZzlUJ|Fo_osFz-~IX&J<VfZ)cR6s;0qQW
za4I9DVI%RnaTh#wsLN3H-c6oihk}21@ww{Q4)G{O^J%jtJ)z<$2?yR~|D%VvI7C@Z
zT4JU~)=%%acOwba3UU)IBaqgJ2RLbOrwLofWIrx-x>p&(4TB*a18t|4(rHbfyCl1p
zjt^dncQixntnvKLDGTVIN<PW)F-w&9Rt=BmnxCdLiIjOGc!))ID~lK{l9SR>AJuSQ
zbl;@}4%?9Mo9QS8&_|RKzfbH{%@_)z%^|`5()}?<u;`2wsnWfBD3)@ec@|37|3#4S
zT?M;|(H7uGM_!KDke{1Z<B~ZC@q$ciAGbxiI`+5?F4ea*@OKLioro}Awy`W#?F{rM
z*1MutX*D4=Zz8hwc^-o(ENKAd8E`TSHSK`CQKS$>Or>=zZ>R|{+q$Suez1#oKQt$P
z%Gdo21S|u5P@0}gR&+BtfW9T!*V8tFBz2KC{y1%5?Ts<tj=x~o1&j&0Uk_Rqm;Y=^
z!6w}A`NCq!3S7d@;4ea^O&(GhI=6#QvsAA0YrJA$zlaTd@sjd*d)R^6$Gd-AH?%a-
z(fpu^o9uP&P=@|qHHzKCemd9@upV)%MU-vU?R@xYdfOMJI}#rU-CAksuxU96dj+I2
z5k5uXDt~fy6g={BrWhTQ-X!%o6knEPG2qx4VqP=grj{SqPU6j`8WnQ$tX{wr-(qR+
zP;YdkWHSBorVnaf|I~EexTS#IS)>O(d;;><R0I<@1}B~a#R-8d&BtlZ{K?R-eI7?F
zx11*vE_ve{g8lPV;?S71q@&6u)18YFLe$97r+k~@LQw?dV<#Eb{fX>eY|5%gC|DZM
zzqk`giu2A8n#2dQAzxhff5hPvbbqVG@pE$Pl&@XwSvQXChN1}!VvBy#+t2P=;=w%5
zSs3z1)C1C;-n&KjvI}SY*zYyqJcFmLwHsiWEql&3EIfrL3Up7Whcs0%Ydt6L<f#;0
z#rY25&pZ9fJSX%7d4HwDagB?yff)NqVYRbJb%@{QMO&5~+2Eaqa4)ho7)6T6q$ey&
zJT6=Q(xsy&SaSrL@Yll8SyVb_q;W3&)K2~?q%eY%VV%o@U(oS!)=V$h!zFaNF3d4s
zZuBKuTz%zb5Ftsulcx{76KeRs(jx53Bd|e%p7u09kRy*){4C-q5K*p$s_vmw@BcoP
zXwcHXF`47|RG|6^Nw9T6;637ygvSp}lGlcMyB~lR-l>(0?^F~kD!Cfms3Nt&Cy>h@
zY*=8F#R$EotM${BccaaFLz>9@A2P@j+?IDCf#F3{SSr~8?EG>{LOoO#C~Fo*=rP)G
zIpIJ($0A@fi#uL&9w%!yKXx?ykDtT4IVX|)!k-r>SNp;);l8WklEbSJLvBcXvqf@Q
z|M~1?D=s1Y>-_f40-!wf5nByzH@=}x92Y#Q3ArN{UD<%CBMy15n($ZXRXOEW!E-(s
zUCLeCM)H}pNG%VuBiC+;{+>9aWz!9>Yj}$G13xGG#WsxuQt{1v2^WNPn5O85cj86H
zlRtUYz`ISoD$Ig-(4AX7xvF2%zgjiyZU^q*<##i7`5xY^%B!qBDngnYd+pCoJmYvk
zklN0?mt562_-2X1>!D~VS83mLaE?iMl$pVU7h>CH)_WwJv5l~7KgO;nDc)7ub0T{n
znX1I`%Uol62HHp1k1##lH%FvjC@ir`@Vc6tO8so@Bq3xsnox=XRwKRcCpIR@@NreU
z<3&wcZtiE+q5HbwNbduu*~Fj0V~VR*Aq@NO!0=whcx8{$ONGRf6N#8F3j*|{FN;Si
zJ=8ycVug86$oQ3$HitcgZk`~*LIZ|>+%bGKRqcj@`fs!Qv;TWe`+u_gOK6A*YDoRg
z?$5;huk`-xZ2z9#Ul1q+6b6a_MS)^Kai9cH5-0_f2Fd_sfpS23paM`4s0367ssL4i
zYCv_M22c~I1vCU20gZvi_BQr*pt-HBA<zV9VrlAR>TKx@G_kj_F?0f&{w*9}YHMQX
zYyku%-~aRH=xS&KGy|Ib{#k-1&<g19kGKG6@wdK!InV-V;pt#uY6r9gS^=$rHb7gT
z-QThUe}o4dfDVRErgk=_W-fm%IsK6+a4>Z;Hnjs4nL1h8n*bebT%CcAKu1?oXBSJ5
zqmHijE~X|%Hh*^e*UDde{#pBL(Fy1b5;m~4{Ht;QNE|rZ{C3|3=<;7u2d+RjpgYh5
z=n3=!{%^7ezjJznBme}Re|rSV`pyc<>}_Lc?hF7eXh{5#Q~)JH|9_D^U<J@KvoQg<
zI6416RS#JIy@&jxdhnk;M8?qB<+t<$fQkA4LigZzrvtT8-O|Lx!WopD{;yRPPX|)~
z@OK~lozC3pUj~`}L-&B|-@W;tlAg0Lv;E%j?^Na%8!Cz8c0r6Nq7Sc;n$5>xj5Q)c
z61IgBnzscMXSwObqBKLyCJEga(P5vD!F+tqPI#gt*q_ff?pZ|a{aB&13r=iL9C3jg
zfb7dPZ3))K&WtookE{Yml!TuSIcE6x&3FanDz|b`^QScqEz(3g-r;(_QC%(OtvnP&
zd1UwuQ@*>O+(L1VakWlW8a?gSq*(wWHqZ01>S6i)yqbZ-Sd_~+w=o|{Rk*7QXqMUX
zK`E%qgz!tJeAx6xr#L?gs#@Z4uA`Zk_IyKk)PwpQ(2DA3avtp7RG7UtaCh+&P5lVd
zcFtN-GeO!}ie~r_r6i(3<(d_q3qAyf3*Kh5WG<SXOZ!@8=bIAQKu9r4QqNtQ5%nXf
zRA*x_gi)D>)enlR$@M2&hK+gE;1fiG1HA_<d;d>(1TCpVcceY<-e2dugZuApAguo(
zit*Pa6ty$9H?g!c2Z?i7nwf#Z+s@e38K4c4y8t>n7#f=bKs)^tihnQu2_pb28{qFC
z1{ME_N6<dMLkRFERsg@_7yxu}w+GFBM-<>s?1Sc@I{~Psr3Ywc>Sk&O`0FkL_!Its
zziv4Ib|z5q?;8n#ogDxa0sw_U5e5K?f;t^2HUL0r00##EC<_3}0f6!VpaOss<gpR}
zs0;wA060OL)B#)|&$R$tpvtaxCZ<l##`aF804~rbLjceSbQ}QC1au6LKLDUPs3icP
z<!`|e0MHr$v;hEZLH>Z60BRb5iHQ{ebOLz`Y6!>}0O$q)x&we9|2=j8y~DHqhy04N
ztC7o}DEWP&nS}r6wEry3EL{H)0xoKvDj4cZ7xiT{?AEN5qC@8zi?QQh6d@pI0l0$X
zFoEF)Di{fNZWf17nW`A!NQygXCg>LTx)?3tBw~tdq7JsW5GLUfW)wr|UrqI#yDr#d
zy8NBG<_~T?b$u@`ex3jNwNWJ=E<+Ix6BzGVeRp|z`7*#p$2>>LsMX0JiHSv(cTpIf
zN?W)H_m#;k6+j*wCmURrTG^wiMXauJ>pgS<FUfg@eV7LUo@DRKJ9`;05)6nXtazRh
z{Sd??B(!VN5VSvHlg7}LVgAxg@T^CoO|5>eGUAiC;225OG(pcTQ5LCK4z`QoWSwDS
zYEo<y#H3FDJzs%V1@^HlA!9;97VC2=<d{liJY#l+(uk>JxxiNv8U;*ZWvFrXP#Tky
z<k_*-Vw{kPz3zO&F^g|r$k^8MB{VdQPQAE!F+=`mCQhQ4Z`!rtJwyo~h>a*BITI|n
zi8DpR_aj7>jAjdA3&}|miX?6`B!1Y?TmwY;8YRd;-~LmhMM=ymB`76Rm!srh$Dk!e
zxQeh9WHGu5{Rjq9cAx^WDZ`xy`7`JkzgZ+&DA`>nXA86?JdfB};qHl$D~G6nPtNta
zkpBYC%ggr5=x51t+^|YBk2852+L@l)>e+1=GcE4GM}cEe(&=fxF3!~@9ho$D>sOLb
z@nQ?pJw>`gi6JHdbilS#7>`gH*W9cawDJW$k7x&WXvZJPTfFDUy+Jyt40FKhz%<~-
z#@d<@4=)o*QfP$;shA}*A8<G*%QFy!PY-Mfh7D>07a?ekAjVm$2OpUXFxxkKCx{O%
zgfOrD&CAtPC0U99Q?;bLrlzv|Af5EX>H|v?gi2S7p}L|)|DjTSn9-bf2rhx66V4Yy
zrbEL|A+m~$(9W!?g(WLmTxkd0K7P;d7aXE0XDUCAtno9tLSzf3f)nX<x<Ew4u$?Y<
zz2T7F2pfgBc-b5CTM4r~Lx=coqN79`UT7hb;60f??wo$tCl~PM&&K|clY&1%UmVAl
zM#zxl=g!-Msdzqul#%cH!jLIRgd+6>dpZ2owl<akp{?_C;tAjE%qqR--i9$z(P~!p
z4*p@`@k@~DTr*V2a%lRcY{rYxla!kBrwS9(FWq@s&aG6D+A<eb<>TeaT|S%$5OJP?
z{fLH`pW6tO7Xx^_Ni{U~BuF{>Nu0P^0T09urDyiFBgtTJV<Y%uBP9~zyr45Ux)yjw
zhvJ9KH+o<I@AE~t;86YPWbFk!WDeTA8R(v9e<dNol@3bYFLhB}K3$&j`tnH5$UF3j
z6g<9^d^ObngY}IZR{G?xytAnnD}82YqCTd%+{~cng!k}CXZU0zW$rh3U3mO`WOlQt
zOBA-w4jyw~1F#26vtrXAYPQl{s%9!kw}`RORC#*g;52cbo)RT?`7+<fBcou4ZtnPc
z8Gd{wtDbDhu(qD{^Hv8-Qq#G4>gy$vT(SaR#aJ7fd7K<4AL%gu7PXD^QNyXBAmvU5
zPK_o>%kCbdWnmF>T;0+0ONuV~1rZjZ|F&S<y^FK6<_t~Ik9f1n<G94&DmoeM&66L8
zmNB~HI$GDahaAvIsSc0ggj^Dxf%HGhy6Vl}Qt8G_&k}?B`q8y>@3Gc+7d7hp1MnIc
zeD3`3G0k4Tb;HQKo?05xoO&QB=c4!d8p1xWp)>_!6)OCAjC_CP_i^BaSU}zd=~pPG
zKXjLk{fg?cSoN-luy?76LyX?gB!1ITkwI^hf9H<5Al^we%=Hd4@fP0kQUnTe7mTji
z@`$_NREdxeYDtCeML$c<2d@GldDhtQZ9f7YA!uldQ#C36D1vwD8fve{mbS)HHf(Q!
z3~>nb;VC3b$eN`37_Qh%0(q6w6_)!Ms1tOG$gf^I-21MRQgNpMRF984y+r#*ilJ99
zO}i9%i~VZ&5U)m5m{6J@6XRA93`v!|M0(XSXXElZ@o@G!F`r;Ix`GIuP}zv?f*`#l
zN%rGzU<h{;2z<9TfLLbR2ee1usJz)tl4!+kp}uqmQc#+|8;l?R@;-cYbi;Zk9zlj^
z`uH@&veW31z?`0C#bn;1*+96Ou;~c%)QKwHwzj|EX88LYFPOF1fJO#3U8{EhLA?Nx
zt!N%8bn#q4guPx@kJ81CP1VfYB^O>Nsa`L0EnUFT`f}!efhqnC6t-?v7|cgUYZy95
z%{Nq5IvJPNpb1Vq<FhJqjPyHR2<MGgly(x4E+}bq!MpuzSmzW2Z8-NBEB?U<s0xX6
z+=qs1M}_s|rJ+c8cQWuuj__TbXsWcbW?`)huUkd7!nZcjaN~8Ag4Z=Z1%<Tkas=np
zEypqzInV<ojw_p2D6@KiFpI&EeWEj_sd-a~{%193UzY$SX9;@O+pF5WS(WsF{i*n1
z5%I7uM)0%?9v$S1s^&}5&pdYi(=4S!W$z<0bP1HNJ9f4Ex8fPYn>=&h&&ETH248;U
zTWC%WBK|b-84LdX5ALz0t*GU32>rR#z#|VUccuP7WI|a|D54HCsr!=<VVqW^tdUG8
zYr}XEZ-Q-OI88jLIyzX3YjUASTv;>V2Pcks8S^J&kH>TipL-?BP)bZ2%AC|T9_JcX
z=S@R;Wc~SHCvr~^VkKuQL*M4ow6n%CixEX5ocQ9!qNDu78wO5pKf}ASm6RU0Zt2(>
zRW-J9w$z7;ql>RxvdSik;pP=q@#}i;Oi|~~ntu#^jw6<lZanT$0fvgl_w-pEjQcSi
z)0r}-Awp-1*}5#MWH;N$$J|ckFldbN5E_&YKc7a+GgM0N0y3(BbYrwBxfRzL{Vd``
zUpb7wjQQNd=3unY(h44zwcb5#PPTAM-P}_wUwd%_*|!z47glZAcV?2Go%NSg@Tser
z>Sue;nAl^y7>5Tp2khL0xLi~NDdeejw;y14X0x;8+^uNgt)zcuGr~zE9X1y0I?m;{
z-Y?r%*kxByNh%T!YJKJp{;+K5gzc!q5gc%A0PVfSUq*1W_jxj+4pF;A?)%vcUE|hR
z{r2a!mrU;04+I1?QZcD^k(O@(L~T>6ir|pu$GC7oSkBQO*?C<8=5=>)L*dXN?ipex
zkg3$@k}Hv1ZP_&rA)=ghdCq6!XijPzWGKhFC>z~TtET-<d!JyjY_Ok#o8cXDTiSe_
zts%Nu$OQ?gBN*mD$)>c~#`5VC7h8Tob#<@LE;k;C_;4M#U0fIvBucvn)#z+rezN~c
z&XxBqTW8$%8SmsXY$VKlwy#6?sf}_Gy8+v>$>S&0U@`lfxJoYH&t2!=;pr2crZ}A-
z3cs%myRB=>{A|YLE%m>&T|>o9Yg3L9rRRu*6JEGNvz07q<O3Q)#}V#6!%nrc2<h}u
zCqAUwq=;20S+dfks41(KEUG!`$L_#ar6u)7nY9g<PKn|_jlszVurh`jI8lex;Gr_2
zk|&0<S(#^B*I&)pJ5t>Yvv5Xwb3eU1c#GsGVnB7%>?M5)tD@uxBl~O%x6SayNIIxE
z-7Y?Jx+~m$L6FF`u;WXs(rP+3c2ChW_hG4gDmIp?be5Cx58h+ktVXek=DJLKtzKa-
zk72IOnN|$0>YvE*`-w_APP?-jka2B}1iOB=eSZC^o#1tJ6SvQ$ot>LPtmu=EcH1*E
z?r*^#vWpgFCZR;*_m6Aro0hfYtT|p0-MQ91+%DaWp%17<Y5`ZiyZA+N${;D&7`dWx
zSA|UBL5uOZiV}H-HyGt;N@!W6nAq9k{bdTLc)7F#LRyBjX0^vr53!h|?xW$vi0#^~
zq5X3y{&X5dIq7t)QS+cZoL{Oc-sCdv3I4Z489(uhh9GipQDl+jKlWp<>aT3ZTV4=E
zuy^OHR7{4~Y!l9x(70Ah9iwAx4ZaZ!AmvH#Bq{GK!a`1>W`C@*`m&)5?DTxy`I!4H
zw&2_q_2Ft`Hf#mj#cb}}x4pO=7&U$6@Ti!^qM+HhM!I626=$i&!!6v-I?$MgNknJS
zV>@z;MPV7?Y^>XD74j?K>9Dr3m8^-Cy`(iI%#QLlx!Hc*bI(I_J41@WoOW>Gycamz
z|Cs8ocxjaLrRk87FyDHc@kpc>qu;DP+o;DAS)?%to7iI~-830_tcS@iUQkTY&e)o$
zLr*MVPvZrhY7qPZmWFM=*^r3G=oU|nS;7NRv6yr(=CfxXtIdqQ!h%e)z`Zhu;j1re
zo{1c+9_Q^74yt={V1O<l<OQR<4<VS|OX!%2f>eDa1HRyEN(hG3BsK$K;R8OVk25ht
zH}56}`2}`0KJ)IFPMq0mT*)^<=^OWb#{M1MfRYjc9~idNH#o+3FcK$;|NS77=|4vO
z|7cK3ft0J{XvHmUY?KY{oMk<oEDcTQh3!E@GdpKflYfCLCRPwV`A3-Y&lnU$rYu05
z$QkGWGz2jxClHsi1JNlHpgjoA*nohID+nl=fe6yyK<5v}`I`_agV2^72rzm6+aU0-
zf#n~}^cVd33;6scf(aUzf|!^nh=VDB;Eynfoc*^T%Hv=BO8WN*7evyu{-Rf6f5yIl
zQLf(uUFv@T(QhXAo0xz|h$#!;&tMS*R{nQn1cD(z5!1h@5<N2uNU~GX#n8smSkTVg
z#uUK#*O`(4jaC1)CnRL=0nnyr;@|?|BX;J$l>E4u*>&N7|6rQm2AwP&T<o1dr`OQo
zZ#>1$_6NNDmue>Ge_Xr&;yNtMAXE0Lb|7MAVhR9B7XCp(|3U}95y78=-;Mj{H~`k)
zJpt6he>jxf|FIAJ$Cw!;cJ~je0&%o|TJv8#N}C0wKKegRAU!?6@9E#`FoPUs0^tK@
zP9^{gJKO)&^t=AQY_PNcv;40z7EX|zfBC`=QgLMdxAlLOvw_M%%dBjipp(M^>H;7;
zAeixIKad}P{9*d1J?xBs)&ISnnTz=!`+wVGV`TiN3}pMy{=bg_vcUvmh=1&Y*8j_Q
zkYFMc$agl7dMV5AdZ6_`|G(|CG5$6EK3BiDF@j_tSwS|KLH;nY{3qx5E%^Fd(DeVP
zX2{OP&iZdyLn5L$O*`)U2x`dY9ql6)UhOJ~MGRN&A|@IH0k9IoWKbN)yh5!b&?Kw~
z4werZhfdg{h8WtQ0_laoeUGch%apYgEgI|ftoyu?<S%|?BI8*-nKgL+8g_5<OlRNV
zGHsZzW)cg*!M2Cp#BHB^j<L(tBVyk?W3O?)C0bW#pv}9ufAn}jePe4cBi7w`Q|H6Q
z8*911S@*D4MUdn-jFFo>Z}b$r-#Z_Uc}*#@DyahUqhj(g<n5;5+E+1CaIjY-&!eB7
zWnI9X-Qnq2#|5!YHWIPhyYCgMFtqVL+Jm*giWitkONrxe*Lq$}-#iu&5oUHbrP<kR
zxEgQDPU=r1W@P)HkjNj*Bsy;;DO}gG3G8LtoB!-;?{40u97z50!u}|aU?n9KGfb3u
z*Z?=m@jPFXeFl8YvgKp1{`p@24fXAH?d4>%jf-_};B$7XLx4r|tXPTbTmhHehVReb
zGhlb?uP4f^Frixg^^7hWT#}Sd4*BTm>2Fl>NDr|aUqq7E=$rgo-SRFTZ8usJL<Gq%
zgiR`c>crKP8-(VS=d~+;92eiC3hOcG_gslxcPWD+IUXBICIHV3EAv*B?^o^YH}zZ~
zJYg~D=rT<z*!b0zi;?Z5$>Ue<-%%w_URqzE8bPr7wJKDTccoI;thOxcM3aIxY{prQ
zf3XOkb$mb-?RkEW+da%n501v%-g8oq@{1wcBr12$Oym;M9o3f-=?ssvB9>vdbN_N^
zv1A*@A!Y;Lt9FgK4{EMzH8}CYDQJDuMgG~(<8`klvndb3+`_jV^C&04!GQdnlX-z9
z+R{<6(2i)Zs=Gm=Vv*>k3#4U5Mo6?FRI1$V^Y4-~Fi`uD+rYc#d{`qh8=(oKqd>@V
zz2Io+NSTqBNdCs%FfWbUNEf-(O$9)s7UaS9ZEA5|v;DCqSASRK@k!m;3AjC?-C^_|
z$BSUR$VuVYs`XT6`&pJ7?-KN+nRZ9(fvV&2{;*eOzv}E^Mw+$nHjfJ@q1tGN_m!PK
z@=dYQM6CFkqJWeXwCy8gjj-=tyGYB}L7T@zU(eM>XNPxLE^!k?5dO9K4>^O+Gw+wa
z8hyt466V}#u$JxUmVk4jA<taxF>PdqU3}x+iy%mo<BHG54~KvP`GdLS5J!eJo+KDo
zU|ORuz+}WY6mK$)qP2vnjxM4?8;%`+x7I^*tb^>yklzg_1?(;k4hwkwMe-h|f|O2h
zqJy=KN7iuDz5iADBl?(Or))<aM2dBhVy2QtL3NSD+o&=8mU_;<-WERMTIFm8wgiv+
z-6GVL;)j&+28UL-3CGr|cNls4Um1v>a1LHH?&=SjCkWQw^Dop95Vbw2_|3k?UnNJC
z&@_4_Dej|jM>tmB?Zp=bZkuF3dkHS6VJZtolZB(wynAQynn;FARBR+L#d+*^JoNN2
zK2UkJFOOx-mLF|`RK~uliXES0#0{kgojsFWy6}npOY~hLk@bMZcX(DJ@{5jbOo{}b
zq|P})x9Ga3uN5`k+Re>do;{$<WG!-@TKbNEy7h2~gS9Q8e{#Bklu%b-ORD}&mp!CW
z+z@Lhf_>@Fx*W))ej3}`@^Q%g=sC*an$}Hy@m>OBwOZHM&AJ+OqO_*S54k(q#|^$i
zhv9mnNr~;V$EI|ad&~)@fU?NmwoDtTuM7@E&tLsqNjc?kR?;88K_rIn4|Uv|##SP^
zbuD4j(V?pe%4fSDmzEI`9(!tdz`Fao@x>q?I_?nj=t25T73U+Y5zF@!gjF>M8rs#V
z4GGk~NE`f`tt2)bUrqxAj1PzY@MV384J6f^h&N#YMm+7*<FuikCvup&3u&K!-&J&&
zOvdO<y|Sk1MTr;_Bl0No(+Abs&*wbU(N~W}TjH<sJS2ZkX_$GzXRDcYvxv+4?B_+k
z!jHmatA;8}QlZ(!Y5n+K57+(Tqy+4^1jadBylO+^g*hglZ)!Miu+|Uv>)fJ;Mqu^u
z*KU~d+{h~D<{wVIC-P|(2KWUb*~kM1&Xga-saEofj4OqCmhDR*DDjOLVj4fmuG7u<
zG%B&LUh6a$^%Q<DCb<_FpXY)V3O%Y)lBm#*#3K7*D92T$M7<(Rm;Gs(;YOwJT>s?x
zyB7R#hR+ry`UEL<irduXPMS%5C2@w$PK@W_P?w&^7@<*O#EVH_xdS)#t^t=iIfbL4
z=yMFcpZWXe=esT<KS~XvM8(;s5zo>m2u>N@+ebLa2bvk*5w`8Yq@M`uEvOrmFTByY
zBor%zfqnHQlaXOem?zLc&k6;+guFN>BzNG6W0{8>4TG^~N7@|&oVdbc*KQ^MqWC1h
zid!fUM~cKuw61BXA{um~c?XYlL^h1<=BFPQ34`tB8-j+ztHA_WW8s<N`qqj6-47)^
zUKG!e_zHmvWk>*Sm58g1;Q9WQYGo^Xi2X}vY(=cq#fc%*S+emD#@;%F%H&>~og)mY
zX4Sz;=ea9xc#$P@&JK|dYI3Z8as(%d4>c=wJVp`Tshav~XDlLFB>MtA3f-coys~JD
z3n+s)N(P*g6EKiiz9z-UU`PvrK6Ss~l_*yL_^i<mjIlIEOpQ05mFBn}Sn}Vl;}@|*
zddZfjf>kd|ybSYAdeQsW4Lk8y4L4iBgewenY#5+yHSK<_#hi8Vc`fx89cd@=wQt#w
z?I|;NVBa5v6{NY8(IT5rUpb*l6f>YtU)jYUHnY)~PqNIALi&c~)^MmHIY!M^vi>Og
zl&soS_QQEMB!!{pglR_5AdXE-51O!gn|Hiq$vk`NrwKoh^6p`r(UW+vN8#5|pd@9y
zmihRXhSaNLX+jJe3JlJ&k9zHr2GL1C_#AnJ7H<sC(_qg&V>eK0<qZ@SN)enga%m%h
znECP*s(y{T99ta~1`~1Kd*yCy4;z}Ul`C4gvm>WUphgsQB(+EA_q?#Oy#1$dCY@my
znx)FMax3w5IBlwH6ST5o2K8*mbe_W&aptT~yFWcp8Ux@*Dw_r}czTr%>U%e=z|CdR
zY=dn~NH$KNUpst5xs6~}4*438){kBoo72Pv5wSI;sh@k&(Ug>!M9@DR)rD9GxC+8P
zcn9?MX@nU@#Tr72+SoXb6JI}02BI+$S|?M(>g5Ml+1IOTg^d_5$D(~;VjO3>{G>bd
zblkK8?=n?k{klK|LAn6N$%;1)qdW5?xFwuZzly@YQk{G2zcl`t!|n%6zdw1}8dgsA
z@r4c;>7^MsS(-_Lj!yx(6p0(J%1DN5vVL9*wRb07rjEO0O9B#dTh!u(c=ad(lS=Gs
z=MIk-Ud%M{2;OT3hT~F}33zv3ZO8afh>gDS1+l>jL-%ad`IRE7X_Dj*@^b!7B)CzA
zP!jv0yG=Jr>bqY6f;R>O{m~~G_@l|P&T&*fGHv1eOxN$z9P^i7sAVt`(4?+K0pIz_
z$)h-ubufy5&gnK9=?d#pOKzwa8An%5PJF?%R`WJBBDxByfUXf|Uu!Wp(Q^`u`9Pcc
zS;;|;0*(A9b^ASKY(W+p^@t(0NM<c2mzQU6SzZmLER5(5Qb;9!*Vrnfw@4WsH2Yl~
zr(TVM82q9@CE~TUTV`p*V??Q?<{U^`09Bx>>T@H>dd%70sJc)<$_S6u0>3fWR;m-%
zYasv=-KSp3=jkZO=vOy{G3($d{(yG`?_@qM6o4Czl}}GzBjT!Km*Pc6#-a?1T{|Mr
zUs*TOBCVkymi);?W`PhEMjkezl6(HxWwRy8%1iXr+;jT=t}wmg2an*K4fdXmkH*t+
zB-`DC#|Fz#O}t;aCj!_?PW$})8tn@rB?9r1O($3`=Ip9h5;YlDtDAR4K=)(Mbt;Xw
zvxd6JbnVYv+`Tvo4QvTH{gRhijccd#<*(hg{)tGi(`H#oK8Y``$<HnfDo8{bxybiF
z<A8I<1;!c98X8j;2GV*W6()ku-kX!lmYkc`=^@dw8)m&Pew^+HSq0xEo5Ey5&CGq^
zDAWD%4%W^0x&*s?weVS=r&(BeXguGM_LT=G7v=vd+N=vA#cG}uqeNzx1HBLflNuPo
zPVwIRYT|MN#^_bX`^Jw@etCQfo`*Y!6g?p^>7CzhrjP0rd@30imdIX+BIG6e3^rtS
z=T;rOG%b3*e?=r@X8LqsF%=JSdbR~i1@d^m`e6xqQ0>0tr5tp_8>0HBi@JezJxuX_
zRbwZ)dImV;7>keOB3~OaFSp@>=|m+~Gw;sN9o~>n1Om+mK~JPv5N~E)5qarmlH8r%
zKvw}xND-E7`Cc+%=R;vY9QA`y`cu|;8Ns9I;^iuQseFgstL5@bEEsv4O>9Z^D%=Aj
z2`6uK>HlKyEyLnkf_Bm1uE8a^6Wj&}?(P~~LU7mM7ThI3@Zj$54#8c66P)0d+<_!J
z?0xrV=Q-#8xX<~qX1dp^YN@WS?wNY4*FwD(H?(MIyDi2L0jqZ{;V~!%#2)XAN6XGy
z348uzN);p`tP)>I?Ky6#*pGJ;G93*lYw<$&dlp=<{RsDM{r9?EoWhoL<gRq$ZD=ql
zG2%h@juz+{*u2O|ANgMKNG&yCa)vttumZn|rRtO5)u3PCZq}GiPAjsFmB(?}u&2r#
z@O&|oqCwl_`jLl%Kro>&q}_!6!ljg>H@R4@k9Lup*cxtpf}l108&sZ;;AZ6JxyO#j
z@^vs&8NI2+b0J1|QxMtpYHVfwrI(lx1zbl(cOb#XB^DLua3yM<Sh<ezG~}DF?=FI2
z)f|rZ*-z)cl8I&uF|g4l;?39tE)Sp#_+C58FIU{_N|~pRXb-ofZJjhFWQ04vfT7ov
z^r^*s87>!vkc25Y`Of`K|J$5^uAS97ThoK1_a~HdJ%r*1jYsATa<{a-4#>9=CSqkK
ze!?YlsV;aKpda`$ZsuXn%iT3*6%7n7zC|y6{Wgj?SgmYn|E6{pPrUGRA0T|=@CZGb
z1WmEn7x&X_^*jm2P&v3`^f_+#*84;|3*x~zPw97bY@Xu_@4>JLNP8hJXBv$a0vuGI
ztNW(jTyyz{l<9%T66zwY%b;@DqtIgWcncw19>7T|_vll9izc}2*g}C@Wk3%&eDD2s
zF{~e(fLb4+F%&cI*ubn@LwvL#nksvR1iUilQfUWkax@*MUp5Fd8eRXRwWv&~HEpjs
ztP!BNHuy*l_k9F-+Uv@m=7i59w2Nfzt{BtXD|G4lWU6UwNw_%UxmDsN&F+NKZ)9=f
zOpdbX+&a6N2Zfbch>N&|X;|03F;ubhdX3&y#P!a@=!ud#lGo!%bzv&S@<cp?N6Ah=
z8g!e@iZH4?fK{sMBV%2Ki`CzSL83^Xhn+lsXSdt<amKC<ZbO<<4c?^+pP7r#y}Vlu
zUjC}vtHkaHL#pKhy(D5_Wi?w-l;TQ@p&#EHJNR$T>-JxrZ1+%J(t8JP_P=Pnh$-*x
zKSpTMJrKSlL7TGT!(&e{7q#KP9&};8Ib^w$Wn}DG6UjDhcayov(Hfu)j)xnDSw`Yo
zJ%{cdRV9cPI@rh|i8cUR+WwqySC79*G&O7lDD{{R3J|63lYOl)A$f$!Y@0!!EJ(G;
zh^v{`cX?{VabQ?VB3&g}zGUw1xw}j=1l>&^9XElKdpPbPi!|jeHB0&y_D$#UhkfIE
z-Q|O#A>?Vi&2lskCFtu4b0r<UrFKZLI2qJxP2$%6kazs>aA~%S2*DkTG9(p{pBOp4
zaTlbc3E8@+DufQmR!HJ|U)E2S*6BNJAD;OcFO(EOH$#Ivm?H*}xret}&8MNLXHx{H
zLYOwy^ir%Pb@lZdWX$`m)J_l=E$B6G^rI0xHw&=0+-zsTmF(MsS=)txI}t|#`%;~v
zh*5O0{W<oy$=Ate(t}rIU9hXxmdL(85-erfn3zBLMjfRsx{$H5CF@)y#R{Fjcg`^H
z>T@3*(#Onlz?JB?yEp_l(?Ea2lvDoHeMh-PCSk0FE%8)QX&MOF1Hp=b(=Y+FS5TyO
z9PiVc8@V3rv|?9?AHjxLOV0LAK^fo;WiINbYF$g$)-k~wEyR(9u@^q_-$7GI#iK>~
z3(gkMe07(kd<S9)?~%=W)sJVXB?z@Sqsy9d21FGYj%x`cK2hf~XdCNvdv=e<O;A_&
zVWUo0`=;~ka}Uz1v$x)JF>O%9rHGAsDD7jtNf{a#$*a=~xNu%xENd>a`78tA65q`|
z)E<kdgFGYKw<0gyiC&&nS~N4?9Va8PfXrD?QZ;|6Ipi~)%8vQ`#QY;+bz^qz7~!nN
zw9@mg0&MkR6&bTbhw@%gD<;wWOLj5pP9v-lSf|@=fn89|Jo8ZuC6;!yI%obQ7DR!b
zg!j<ZB2<3p+J1d8;@VaX@Y`<w=z#Un<%+gyI9Z3xKEusLWuz43p4X1wlze^s@Q}ys
z$$}T1ILbSMzC@*Pz$`B8v6$kKLJE$dz@-fH!-99J*JBghEM%DJe8-stL`IaJywdX0
zCAknwT=Q*sKb3B>i3z=;zL1*sn%|dFI92i*&>WKUrKI!(;7<CyEHm1HYbfEZvuE+{
z6{v-jxq^_IGe$(?g|im2Y9??!D?(NR(=Jc;efy%xH!Is~wnF4HFI5*~;+uS}sGA5_
z8$Z}jQs3l){p1xn>G@5=6qHD%7M-!IqA9~}zKE99w;ZFJ;T#euF)q0bBy-ioG_eM~
z)92qE4#w~)TC<?~rW8!J85{a?x!>KBI}B5KKl`->_uw{%iG7+hQSDr*lhdWD@Hh1h
zPB|OU%Yb=#K%)7_rJ>gQ=;iqzmD(?xZSX{|N_6-)^kI;3wWf~DbY~fmNucm;`)(NU
z!sC5uo!Gc4RbnN-ySC&|_G_+3$xHhtkhR^bX+<1?c$P1hVx$_YHDak`?aR2@ZI>6@
zNNa%&9ed(TQlh6AM*CO4moHPhUsKn<+;qMLMes2=^ZyP$C_Advt0bn&R;MOQ9w=1N
zpo1G3Ev{SxF>ZZ$fdB$p>4&Gx?&v?g(KB1Iip30928r8-hJeNdK6mZw5xj5e11%$i
z0;p!ywzVNw6qn(vIo3zeCQ{aJ^0~3$;H{Z8(+T|y7{GpKuB&E7o03UuZq8>L04Kvo
z$eL(hCNxyf8A3zqflJI@R?WUq6k}3Mx8&yRGxROq!*mqoEOjpC^$!nMZij7~)Nm`E
zwg~HrA+}s&3+nW4C1RL7NR6s1z86KFVUv6z7*$vnQDR|LJA^g>p}8V*4bmcBVljKr
zB5w?s?{r&gYJ9BG5S7f`0i-l;FwDl3u3PAaEBH5q8JajLFEEj_5o|FKEHQ}9sY+{#
ziH<pexDVeH!9m8=XsMvW#-_ckfM;HKdJ@6Qt?y>I-F&CSDm0foJYQVAj5&jm&MM>d
zTe>xH+82H04&L=#!f+Fd#|`}EY^F7%rQsN_qVX$%&RjBqPJ2m$(!ggZ<i5`%>^k3_
z?w8kT3LxIR<8E@jgxJ4;n?FELq2zi;&83e=$LoH6ZSV>?%`Dre*9MzcmUTkJIw;M0
zH=IwMdib=r1CsJwUa8nlVD~BqVFjG{n;2An@Gknei!*OZph0O5T>2X7EKHNj*LWN4
z9_<jQdj4d6Waq(baQ%)ti<%0fFF7ZNP4#07&feuOy8C<F<<=+pHo4(a^cHzdGEi%Z
zOe^=NAmhxzHU}Cu3?~{}(uObBZA!cB=)Q#QEf)svyz9aLWGY$e)k88A<>-UhYobM2
zak^w9sKpjlkPu47HFqU_Ssn(i5JaY~uIRb5<uW=v7O1vP+;6Zr9&eGJNR-NE4B%s3
zX*<Lw=pT%3G16yiZ&7Hhes6dedVYFUdV039%Ar#eddIe;t4Nf=+O5t1J-yp|;e7`A
zEKTCqq8vrT&vK^grCw|swzw1(8Hvs2Q}<=|>w2Sf+;RF9(o!^a^}G?eMvJz}E9v}S
z+QLM<Igm{C!*%&#X*Dlqe&m0hRJMvI9koxbrtazX`QRIO;92MH1jwIRuE#-EEylrM
zO-79$M5j;KOMiun32G8j%$>YscBk!V#Rj^^o>z~B6ho2b%=wn)lodyxY=i9P9URCH
z_cC5bEASti&wa^L7jbJF*f&t52wyd}9R*s-6Ci4Xo65w4&mOXdvm7kv!9b1cqzBEI
zMEEw)Wh<*vig+v4^B;)P&eFW8v++J3ee0BpVlEdOC)c<X2z8E&ZH9EOHwXNUs8Yfo
zYg3_lI!gZq_uzWggd>-f;CkfRHrIbmNjb^Ki!&cENF)bIVUshlIr{3Liyq+ufxmN5
z)bUL<Mfv;Kx6Rr}6YEt3;hpv$s=>F21khsewpV^!$Q&f>zS5vqm9kn*B~4C=NqCii
zd*1CRkAN4S78URj_;y#<94|M-F$(%)42ub~cn7NfhBJ@U-HHG?F+x_kuIFhY>Zs6b
zSs0WtFeYx%rHT;|uxOpD@4&}x6r571aJTo8bco)HZ#}09L?5o=Hi;@Y8b;=+Pd;Vh
zaYRrWsB4W4*^g`4lTCr2AXn8>YUDL{$y-9@(~#X|Xk1In{@(C)*9Xh^<-A0fDxc|8
z$5cJ)G=381`5a&)XGby?w>s~m#Tm5ioOpWLB>Gh8b5)S0mIgg=Tobzt3NxRu{S8$6
zN{xHGj015QS$YPJSH_L=xi_2+(vh;<BNCu0qGV~s8DD0Ste17pQrYB~+JUDN$eIbX
z!cx{0UX3W+d5o8U=#$NIlY^Y`!^OZe_R{JG*pzOrP`8g#8iQ1a_BLOKU<`3>WDB91
zUuxikQE9Bx_;^V;Ugo@l2r$XKhZimZKoAGT3yk!i5t!a~^{8VuwaG7lcHH-TJ1bdP
zTa?`u!qJ0GhXsZHF3|i81du~FfiB1UDiz0ERzw|8d~^TIjh9<0@b;RkdajINe0cEY
zutCsi{~QImhPD9>eEyCBK7<FvIEF(MRrjMKc=%l8AZ@Jxfen5GdS21AzTARcpaEjP
z=5^iIW{sGSL<BLkLB-M<l-4GOIw}aNG#KQfb;d5k^W-kGTvwk>pKmTyXw1!Zp^oob
zn1(#-$VT4T9Q3O)@d>F~OXP3-@`B|xM-(?#aX^Q7^8Q=pu~Ga<s;xp^uiOec9-1L>
z7_g%lYjXZJsnfbp(*#*R)%MIvp@|pxMEf>1;-K!EdM^p*<A}?__or$_yRqR&V!;)h
z603>(s<p_JWgQ?Ka(nv872BA!*7K$yGVuhY<iCXWE?qP66<6JLd>IytH`LpO61cFf
zkfFO3eJLX|6(42p%!|K0xSnr$cd(dmkj*{^xedNkT2_g0O;6tY4d*D(BSk(XNs^{D
z%f@z(t2%{vgmCR<iljP5h=GZxJYk0U?v`n2@UDia0iBc%Fsk>Jm+RsO9K*BN@YTV8
z19Jb(|E6U7*5c6v{NROU1+daFv9mESFcNaGFw${w0068k4~}3H2Mc||hwuQPLsr_z
z@U7l|$s%ZLW&K|gDHz!S<2fE6<Bz^TVP|_$MSDGaBf?+75rS6cR<??dK=MZdK}DeJ
z^#LZW@Zc7Fbcg@sRASU&BLw2C9~%hFumU}pe`SEK&7VB<z$ZXo<*%3oU<T+E{pEZH
zW`JJJKLr3?qdyCHs7KD$%0SV`o=}rsPDliZ5I1tRfAnb51Mvs;z~~J-V4%j&+T<Rh
zPV5PPxvn4l&(c7AyzyHjLqbX+P9_FMMg}G(W<~}E78U>v10w~{zb{~JWMueXO6sTc
zT2Akc(cd8Be~amPBCTI>7XMk)1Pcq$E&mvoLC6jSO$fZTx05rn6|}Oj1_JMaeE<Rn
ze!2M{paOs5E5w5K6V#)98Q_K7v0LiWuai2h^IC>UX=|#nnaIe7;HBlwskZ0x$Uqhw
z&Iwq+-e%+Ou<p3H4~Pt;O3An~^ivT9QJKXc7~w>Bij_#oXe1&M54^tP$a#UVgL2@`
zrhxX`ob$R+jGW@2WzWJSR~eHq`mLDk_Dil^l>GX%-ShQ2PS)6dafuf*>yj=gV^TM*
zS)!Q3LLYme3ANtqd~I|mCadQE_`2#yWQ)NKsu|JHb{s?2Jfj+I#!+TITD04F=9c^W
zoLEBG2`UX1(HgWVH~-n|jPqg2Bhh@ilI0I{LY1a_0Nk$~EnL7QZ3{H<*@X*8((|ep
zrv@z(Go8`PycTqR_5=mD+PbdN#%XUMMWy>Qq^b)2lG4gb^=*tvV`A!#b`szU?astm
zV$}D7q0lS%$SJDt6>Fyvh!2U)2Cp{;wM7VH#)NCa75DUj^oGrQle`)>%e{tVGlI=o
z^jFvu7z89W=3(<BC^H#d7*)=hW<tCJWl1pN_HaHog7=C}+3;mI({mAtDfVOBhuO(r
zQ@%4yq_kFy$UV<-$w$4w99Jjj{=i-Ljr+Q}(d?_+vmrk-qJOgmEDtm7FK4_caDM%o
zH=>Hngujp)qKXfwke>=Js>lcoXn0HmRpK}DgXMRujwUMyGaVBE@DPK<%F0RyG$jno
zK*+$KBnR_f1W%Go?Cf+LKw99eWoG!v#=u7SfKd47#STOou&}VuF#{_Busl9yXJVpb
zdSGS(Ms={$vHz+b$P8d$`kiHDU}UBP0I8T*o>D!j_(}4i(kHF^NA^i2Pk5L)IOu@(
z@}W^rk`Ju^0X<L<%s;#Qq?CVl_dm-&Vf**wlZsi`|B}&@<P(Aixw12G{2sigGG+Tq
zaBLh5zlW5K^)Jz~bFk2{|B^qj6lOL?I-rGPco@Kcl{p&_+yY=^d&={qAy4Xfa+jT%
z?Xl3mE7Q|fKC~Zr0S)X=RRZedW1oQc*cgAd2*~_IP!FR0kF)=H@<fB5YTqBdescGp
z8vKXoNuf`PfGz%|v`+}0>ffId9`)f#_75vFfbq9PnE`*zkEg2muWV05$oi+SC&?!r
zd#L<jWS>q-tv^QKZ}6`_uq_Q?Wkm&n#{g3x`s@iN>%R^kWc+*h;G>xV?m(U*x&EW@
zL0}-{Ps66k$_AigCH!Cd{L?w07Co_(e>x{5ttup={LndIZ~p2V>wn!fre6m2S7hX4
zbN|Dxv2Z+H^;v&!;530ytlty%|9tX^F#Z;)_D2{pA~MqAN)N&SZXW(8!T`n#KJMIp
z3**;r>fgutAHsOp>O3r9nyl<VVf-{htUzem!^Htqpofczoe2nm1N?r>!U1?RV?Yb_
zKS{C!_lGRZz#a0>N}jN?GqC@@%MP@DzgE2`1RTI+@z)dw0GNIgJfVGTA+VKCd4LW7
zNA@2K%s_Med)54te8TfjdM38t>*hm!PYD0NP5$oe!}pUWvam7zZr+pR6M}~UU;{AI
zu>c3)VHtlSb(X(OC>tBw@3CM5VollE{;X+0c4k)K_T!h5Ffc#X{ww>iNc<Wi4#1z`
z1oAv-!IQ$D++}C_Ygv5Ix~J`WU<Y16tI775c*w8<IDU8GAH(o3*?-)6DF2BL{v-SE
zI{rZPP|TC3tPjiY&wbLvlZQF-Sk#}1@sNE&^*2@fOTbU={)7IB44#zoB>AKhPm~Y9
z{@<RYPt4K(@wj!?|3Tb3>)(Ep{b#?x*jZSgM(v6P6(z`8;r63+AKjtZ!K^_{ACw&K
zdiFZcz(f;<Ji{mp<bW305L-)Hqh#K2ZBBT1-h}Z|QqjI?M}bfiPwq>E@{)3?wz^<>
zWe=1YOetBac2MIb&2G(->G`g#m4(x*(${RMB;R*af~a0<GcBhEOic|q=B8a1&R`a*
zVxG}2$UDiew5qKigdkl_X$|4e-Q1YDo9*T;diJd9u(92^<y6);)@d~pe&1Tljk}jf
zoK_>C=EZK(TIrQN^kFZF%pJyzk>nX$es|fhrtKb>G7X)zw{`AuzLjY#&N^r`+bUhP
zB+10KdfTegd}WieY;`%av~t_1x4Vou;h5M+&=dZesx_{g3bHV?9YjH*K4LARbF(~+
zXN@~(x7O#~4T}RvIp?7QCHdB9u~jSTxXuatiu+F8EiTXP^Y1@C-S+ZY)P6NhFM-s^
zxYS8|$24t>+qkrQux;gb{dG^9=f35z!DErPKPEL6I*N*@?)jGqJAnc3J`(dcUet%*
zsc+9+xes~Cu8cMkObq1>+Q}%a107MxVkBbIuSW@LPW2j77lO)rFl^EKP73hjjuxIv
zla4oGC#ert5D{d-@3}z)SJ*HLV^5zjlrHG;BufEc;>kOar38Zd%d`nDll5BmFOQO=
zmR+9f6QTB5xT!l6WCX&0c%6AyYbeNtAl%b$q+V+kKEaVpzrN^;7H4=MUQCcW7j1)<
zUjQqVp1qc~<EUuZhx~E)GA}nui_$Xo1Hv=X5Q9pfs~l;fOot{NVruY^wr!yW8y$Lc
z6<^3E=w?>RHCFTpVf&6S;=m_9rhjajTrJX3kk@RIF|iFWP<MFqwajcJ+J`j?4%RZL
zQ7IC2mlqs0`@%LIOL}<UhxFdIcCYqUFDtUwN6^=ln@e&#-Gq(|Tl2P`D-TJJsXtLE
zhE(V|Q_S<CLXRbFJvwy73ZoBet0MBZ%aD_*j^b@wCpE96k9_&f25GH&*0~o$8^iR$
z(b#~F47bx9Etgpl#k*z@jdTx{9oE>wS+ukzarj=@Pbudc9_Fp$##Y<_`Z#@@!+G_L
z2J@15mv$WBTOk^WbjXD<4Go>#-3;3^uYAKQv;)6lgZW`)-RXH9^|-wFo<MX3izsf~
z5qh9stS*CG8GKvWQ!tYnN(4R0VS)CxqaCMaREVD|v_Ma(EZx`}XWk8Z7zR)QU$BCI
z>#I+Ue&%SahLlj3e1V4#3lB%ykH<?Xg3=Ddd@-~gQznW*k7PD`FfR}9CJ;X&D^WT|
zsk+DQC+ZhybgW{R{9-urwF6kDzEyyQ+x@M17!8)RkK?Xg+*P2-hcx%Xecc0FstO(!
z1Mp0>9Vs`oITyAlh3KhP<;X7uV1_!8mgv4OS3!%V4(lc+F>*~5IQI^nRBt_6moE+w
z&Rv4Lz^7zRT&9#i5m**s?18dV=Rj{j>3<}ZSl0>qXv1iSQZ(qXOdTy{NV#3fj9WS{
zkA1Fz3O}hH4V!Phb1*bL&^B)&p=F{U>d^91F$Ga|-IA+@ASt9h@-t}=?1&ELdpU*p
z+WdKQ*zDe0%1)e%1D>%?1g-&lmAeB6d3F@FR6_aT`AN%zcS8<@C~)%;2c&qfh#15b
z;QLb$?5N(HTRYX7={WAu4s4K0DWVMR9IDMsRJP@m>(rhyIk!Wq7qbVy@{{T)iWR5k
zD?hBi-rrxLx%l8WW^tg-Uj_GlofLNJBoHdh5(>RDwSZpTYrc>gb3G&s_3VcCU{Kjd
zS%N>h=dC3@WhVHwU9}xXS#p9^gj2KrsECg0hh0z1ri|vYFHH>Cl7`;9P6wI7-MAx$
zMrude9Nh{V(%)+4b07wz-7i1a9&j8<5hWPqTYlC>t9nMUT~Fr;m!v<^AwAEh9{)j~
zmi!HECj>NVJZ<-T2jyoYGJ7^gx6S(9Yx7_LXye9-lPGvan~LNYDKd?9^EcM52XtP0
zKs|40z=nVqSFc-ddS#BDlSJYeWtdgO>JR)U2mvg`$Rz0luC?*&iiCy?8@&hva9lhW
zIvKMLTcL!k0q}fR27i+*U0LEruk&Dd7{9()qhQWGp?;h-^AQtRR6M>5nXRiz{g=ck
z7*nolkpcOwD$vN&#3t&om;i)(%iFzC4-h(~Ld7)FW9yWQ;3a5}p*O1EPR*uc{H=3I
z<##0f?cHh;+lTwzcD7wOs<yvA$KBh^w+Nqb^js?8b=FNN2#Pz%kDN0ntRR)EU#e!P
zv|&ukm{)x%66KQ6)Fj?5@*LYuutxsHT^XQc!JoHHijjgQM1bTjLLWgfnIyq&ys6p3
zX?7Z1NJMhnW`+O_AzXS~S8RIjB6j+)uMbMlzev-EkUQ|=K0@DL&q}ky(N{pXoTNP(
z-R8JcMsMO{kkC}nD>AAa(f$BIYS2mTG(?)Wp{eR#Xq#Wt;fPYFa(m*_hYCkF>V&9B
zmown&W=X&K9vXFToM2Uv1=rLk^;{sHAtI%wcz&-p*h<_V9;j^o@vh9duOiCfew$gB
zD(;8ik89K~ommMs)t3Yd=I^Md>|fr<>h0j$e;h{Cvh#F+bv1wU_1ayL9Yf;vc;#&l
z9c_44k!;*Yq#7(MUz23P+nOtvXOMjaH9fL(S}$%aZXHG6QxoxPj33@ybjK8sz{W$E
zCeDlRYzkq3>GRKr9Y-EupnlS202$+eOEL|khVkwuRcPwzr=jJ>6Qmx4O&nj~<fuW#
zBlX}fL|w5I$NxrZCLE+yWftEJo6LYJTukkV#<mZJ;SFK(>TtU=+a~+P^Kw#*rjuFi
zA|BD0=W%4>>!R4X!g;q<LR1J;1}K$0J@(5&u)+?rY!)cpQ#@S-ESMqZa%XE*2lP${
zf+Vx=#W9NWN-r`9Ox@Axk@m0`V9cquKG4{M-d8N+vmbC|zAx?|^PYe~v|;fNj;qr4
z7T}l5Mum`=;EQbro(rg6#<uVl_+InEbyg@?(95HB27(%c+xJCVb6iJ8@76so<ui)>
zb`;_vDpX7|yKy$(McPmmkr{*c+B$-DW{=_@VKbv@7I}Tlak{1bW<q73lkn*x@Z2?p
zElIwAxud#)^oVcO(;dHopH1mjiwP<Zu?7)4x<|bCeFO9~OuQ*+278EssE_iS=$wQX
zn~eIL5c_5n5Dn(!MnhHv0w~!hvmPOSRMEu#glZ*;S6u!B`fs3Ra`I+*DBE74mn^^Y
zZorN>wPrqKgB=k+=TV$GfKVt0DBa@x7<8@P=crg19qG>@5+kMxnuBO3C5Ys&_$nQ?
zu%z|=VD~C2<jy^OF@}qB`ZI*k$S^KJSzhPq`_~8do=a&FF``ED63i5E+mW-dtb=vW
zd|6UqnKD0$Va}o>8;%i``#h5zqw{bL55lvlBTD<xW5^||Kx&y$l{u9jMnL9WUOahm
zMWRs3EX*$C;K(PC5#$8t8GDhUf0UyS<>v89I(La1zX#=$j}g_k&UZ$napN_W2d@<Q
zkE+?KLEYR5YOPfeIyCk%Jsj#5kf8WmK_--10=qrL>V_tUqbisWo8(LLX-1c9?-IGO
zDXX!PB#gkE@ns?VW{Ijh^waThVl()YlwVE;c8W0JRnCd34ZpbV9|Gw}+^<N<O*KOx
z9UHDWbw+j8WW6}6?68G4*#A&;URNPtiv@$D2b53iBA!}yhVb(7GQXlwIWq3~XnlY!
zA(09B+^F7b#Qe#&P<?~9yE}x(nj5-qzUzDlfnW($EQxf3U%&O*=zaEqTGT$%**e|4
z*|5%ptP{9Ep&uNR7fcF>J-W7TzCR%hH4|}04cVX)<=rRAeKw)&%A!D#iA+)u<^Aph
zehZPG)JHcoHNB4*qJ{Z=`mbk)9hM{Z+{gXImKx-W$_TFzkJ@mJ6+--HQhJeK`E)-7
z-w#CeubPh2K$|b<0#a&_zpq5Qi}qelg?_es3E7|QOQP@4klTR1NPl!|<3<{dIK8hb
zli<mz#2Xm;-ehG=@y#e{WwiO>NvNwmRw?mLwzu_)3UkiHmAMq2-|klAJ6KIu>*$g)
zUdbVkK7%f|NDoo&VXLD~wfVG+Ez>eQ2@JD5_)P5V6RddDY0nWE8bVovFLK%CIN1wt
zaeDP>Uy=K=yl{&AfShuOZRgJdC=e*1s!A!qq78J(YVzyCJ5YOZIjk$7f)&;7`q2@Q
zgm@oLe%|u?4G*9V98Y?F;DV+X9ZHx;NTp_hU>n??A$xxE#p-f9j07|%6(-lz8Qyb#
zjaLd`#hY$?p2uY{0fQzUjx{Gs&-I_14Px{Qsw%+vn^oDn|5iIP0*!WJ+@yoyQ==Ae
zQLzYb3Dl6w2%sfGF_6S~`_2qi(Gx^}@cT7GOPLNr*jQ6l-nZ?R`1P?UXN73GsU(Dy
z&Iu+6|Jb>9j9xiP;n!qV0j_EI7C96%Ns^4Z6WwDtd?hN1l`D0Z?;S$5-bLT{eLZh*
z%HDllejhASFJcEx8|MX$(e1I$fhwt+jn{bXl7gZxcQ1hf=kSU?928Y=C1}4u+mfr7
zo%(gO7{as-ua@N-*^hdLL$d`C_FZUsgs2fplG9LCoNSX>spm8A1F>U2I))Sbcm<YW
zv9o{SqvlVxEa{&x`I5kKW_n$&xh!+)@cpvx?lSbnCv&BBkb}UyxbMwrdpB(BFk8)?
zbd9DI%IIL%wfB~QW^TY_%@;Y6BFnJty6Z_kM5VURCZ0Hf0_H&o=RJJ)_k&mMxjw<J
z3BBmCf+k~ii8X=%q4#ZS1NB(hCjrT;O%NbtngM`FxoDvnoa~d+{%E~eR!s@O1-Nh#
z)%p*l80IV)0lPk)<vm*-nVC5hS4zn|`7EtOs9-x}BKvICNf&`Ff)Na*RdN3qcQ31L
zBilZ+-4XF_kL^PSEjq+rLlr}&{0lO?@Hvoz9DUv@Bu9t$g+lhYO+Xy|37u_iq*6Ea
z4-$-yML6<}^OpOsWsUgcvYXQN{O;5t-u6n+0~u9)=8<^9tTqV67J-~crM0L1W5hVe
zrs%BB;d?{6!k-e8yc;TqGVVDjhLrbxIY+244Y}h@dCwd_$XbOv7ZJsg$6Ky@2t*M@
zOh)tLTt1gz6chhk0grNFkzxYg>zB)No1~qILQURMDZ0iwh6lk%gkGh^BlU&pdq!wB
z^sb7VeA?O$?7rN5lU@K=0Ve0TF$Hdf;o?Ub>V*uv1=Af8G7Xic&>7{R`WcQ2C=ZRE
z?zO-x5_3{Kfcx&=6@U#!-9QTR?Hx`vJ73jHunoC8EU;iHR9}{~yAQPJgmLD9c8mH2
zI7}h)Q#$y|@h6|evoQnFr+ZymlkpS6nh4(4&(Apyo^-Af5PHOXW~NP;!wktHypA1+
zXayldAp4|kIen&MnQ(t=iv=ZwVP;C<R)5!?aRZ=KsdZ6+iiX?}a!VY%zG=YQ>W<R?
zplI@?^y9&vbMt=Y2y(i9x@7`Ipo%1=KbwAl89}cCqL`uK2OIV92vT#o+G>5Zi#6!9
zK4(zow~*r`FT`#0)GKj{2H)Ag*AR-M(dV5~CuQQ}V;+V)EPIUyz$hk-CiQhlS?PHT
zcZpE`iPrH4qJtFw`>vMk-XUfdFuCrMy(Z59l+bng0`I}4iI;<0Co#kre&`jQS|jYD
zJuOh&bhrcBRy;b}e$f+R1^jps^eNb1rQmS0@2`0gGdAT43?&go!w*DD>gU1^kOFP)
zXP~bGIXX08?-X^N)4m-cr-6UQP-|$%8A+oeVP`X6CJbxU9bgrr>w@f8g^H=-o8S9_
z^O>S_HhxPDep*W#e>ds)BhCRAr#<K9p>?wA*;kef@kxaPQO<8##v5vJ#ya0Xwm;>8
ztfs5=&4I)*U+74($zA7*;fnf_McGzZ9d9~n_sBK{_T+uoCwb@Y^p28(Pbg(-ool^F
z%%IN@a#yEz&ITk;hhb&t0>Y871gv;<+^92jk13Qi3Y1xwHdav26Cq8>l-^+_WBB%j
z97Kj?pa2q9x+Cgf{Nw%D@FvQ4oa|sU-wkAsj`<)7CNY^+dStV3)3Mi?iDhp6J59#t
zh|-~Wq$-BNtV$jN*7olmU|7r5s!BM2l&WvZ*5Oq3<T=&-xF3et)sX0Lnnsf#dFfO~
z8qToD2Y29Fm$W}J_|@nT+lI4_MMY93`3)9Q%Kfc|G~*AyM$&iGpvzW^o9|rhAk?U+
zBXr0+`>W$L*fGC|b@+62cMAaUz(1r5ARVmXi&;mgP-zCZC?(<UXe;k4g@3BWX_Iq{
z3@6UosRPc9>#pNQxK-;qe>L@Pe4jBMaL5k`ldr(s%%L5`I5arYB<v9UgYP9ohrbqs
zP%)E(#jQPuZR1F>m3!~OXsu(3_=7Kpt{)My-qW@Yic?d0o|bmMmxSiZ9~3JehhYS;
z6&$=!@xC3Wm6+v2n|#toQ_jVn-b^e(D)j@k)Nf;+lZ#<)5a*x0Cj|~Nto<vU-gC<%
zR>ysoY7He}6qGTjdUt6Ja*3C>Wsc2D_u0=r3;&CrihP{h;C4bu%^~WW<L5ZemtW7N
zxhkMZrZ2bjYd2|N#8~+`s?#!uU!O!?R@A1Na|=2}NEeto&|FJla9Ty}P{F+VQc({f
zwt9JX=cadeDMfPfss$bFQfGQFl|397$yD#*j|%4GHMP6D8?kF=*x6#I&vCp;r^mDr
z-q-&55Vf+AxTwo>$ts38KYwceFuD?f1L-#F=Kg9*w_?skq*8%YFkfKh3w03M+eD;$
zS3&IX_Qf1C1VQ$zZ3<trbPYy!s@JPhkZAK@+e5+CA4<4S>OvcFLkim)Lg-z2ZdiH6
z9HBw8Wi7ccvP^BuSjN~*k=;j1vIoTJO<5)@G2qH2UzNwV4MgGl+p-z=bPcTGZ*Gj_
zPN$b9s-fbg=+DKjG%8f=e7%9(Oh`I6V%sD@n5WOn)K2Oy#+>2B*?D1ICv-DJJ94L7
z7FF;(a3t?-?FSy2<Ov4c?3#wx`5zZx0TK69zLA+tNX33dYFT>f`GopnW-&CeMkXjw
zcw_6nKTsXc+uLAUIAn!|+QXfE`3DlmaKz}%8FtKu=!}Gz{O8l)3kMR%QJanBJzJn7
zQ~f|Q<y)EadFDkY4NOs9<b0XMG<H{${GnG38$E`17Q!-s_~wfAWATt&MLL>XQs&5@
zQe~vJI|py6M{n3p7BOBm-&vYlAt9sT^wDT~ez7+xq*Mm&G=4p&9uKZ!mP4;kOz9^R
zbe5?PlZd>oV_BwAlb8gsQ;l967{voq@8X~Dt|S?v(3#HfzY?<k44a{2mDg<6<3$xO
zY(=TUy^B@2oW*Yiy*9K@MiVb@1!_#3t8jLrN&9|w6+LQ43rCD0JtdR;94Z=___c3L
zi?ATNzEE;f77wMOs^l1%MCRoiloYu>7_v09!Flv!KhoeCq{grW=0t<%Zvk$Ryg1bI
z)-S^XD=8);B(TH7xbx%y7lq&?>X3k$_WM8&G*CnZ%&&nK*bH*W)(X?P)uB*=((7w-
zFGhyVS{Fj^jVQO)VBd^sn20?iYkUutFP=lK5f!h`gX^Y=?#|k~rd51~z@y2m@R~nZ
zGmBP&Upft-s!|l=?HBnx38I*ft^4hk7-?p$2@4CVt&+iX<NhUc5llYj2Z5-IUM}Cy
z9b@_@{1ILH))8LdgtNK&?l=kVtwMoHuS@cGwZ5M?Cf?{c<ymJ5y<rJ?Umd^YJ5y@H
z?2!_%UbUh=fL_(ho74yE!hCiV3t^y1wWG<vQhm{rZ`e%jyPx$OWhO6ee9MqZ7=k!H
zW+!<+!j3Uo@)Onf;Hr;^<oR^{==``-BenpU#)a<+LZi1G@<$V2zLZv^LFZ4*7^dDE
zixRnnH7ukdt}l5kW7#uS6A*#><H6@GQfs0MyY4`t8=7K8FK=;-Kvs+NqUzmT+(Sf!
z(B>oT!y37W6njn14_Ul=9-z>*Mtzgl!WV+uZfgdkoJA`wlAg!2qnK86Ip}OqhU6F<
zJ(I<X4}Y;*NFzVY?!qCnU`$xEhOE#RY{C!$ui(=_9sP+dcDLe<zJCR2*Ot%})O68z
z;A=JgbcKQq;NC}R_7({1Y%t+)3J%c)MH+v^5Cpzs8m>^ON=A)Vp#rYO@Ri1W5{{XD
zDAB8lNj)~o?!r&2sQN|Fj<OPUYEALSzOZg8bze{-5W0!<z8MTo(#)^$;^2L5jK$Fn
z!%5If^<0S%4D8~9#d%}hr!n?J?5sfwB3p%^ka%go77|NPgE?k7t$PafjuBi2#|T>b
zct2ip{Q89x`{`G&fzi_UL(haWD>o7D*E(SoKFZUe@8c?HW$*f-AfSzxP4!&^2utLA
z`3+B+(cC}Xk1&a_Xl=dwPHlzY4+#Xj25C?0;oW{@B6>|&bjPdRR@jBwA)7xU-}+;b
zOi#My>uT_%=OH>1ezz*bF0b9U7NfF@cPiQ6n_2gcl`57O@43Gi>5K$a^PfiT1oK=i
zeK(PZEr6gRV<*yFg^!|RN$yJDZ5DW*+f6#1pOa~2w@iSTm4QceCTG5BCCp6j(+hkl
zTqfq5C{N?pdDi1ag-DHhPRt1RAEPC0{PjmMZ7QV#zmBG<>1P?5`qZr5&&vuF!$U(Q
z8Ab|oq`dP#WB7azg)tUMJaY=RU{#yd9!-7L`kvmE6W&z|ud|P}|9DjAEJ;qKFu@9%
z_L-2MheF=xD;pehVzjIfbsx$#Lq0MaaI*1`g+ol=Y1nWbiOIkk?1)YlTp{T7G#@18
zlM;koF>8>1;i#UuNF#Z%M1#?yz&D@Lb9p^q5cSkoby1%me7*?tyq&;>R_iuzard%o
zxnEdF__4&Z(2_w+S$YL%z3zqETY}qPN?@rr_0V8N)z)*l`*tb|!>}_O4|-+bXi1ZE
zb^f`RLdt<P@b3NfT_qW$ONWrEhP_E*D<1HFIgapT8Jv#5&b8x1)jCO}H6|$S?$=pG
z0L-*qBV<!GG1N{Rd%Z<EeIF}=gp`@Y)ef+_A@2b6i2c?rsU@sD2jd_!sY_E0(ShoM
zsn@VP34lBwn1qsmosspg&UIgn#O*f<^OBERoCB=n^i^W6awjaAUz7wcSv7MvO~+=X
z?iU{UT%PaV5^&m#;;2TYnuOivJ0&x^VsaParns$G?3tAZWXjwNfYgVIV^Ie26f>?@
z+^f>(JCnX02(D^vMiZfnjutgfSBM2oX#n`O3x&z2EXQ~_MB=3o@=cIzC1^`IC@=?g
zgbtopEet6h6?TGTfRT+2Hte~R`_<F2*1oCLp0(d^0e~NFbxQ?TW7FH`50at;W~cLC
z4o-5dwo|CWZs*Af{<r|eOz<b8n$!uLShY-ySocq|RnOc(nN?VTy|SZ+!bXT5AF^!j
z)t(W`w(U4KpY3%yjJJE1s8CsOo+Q(p6PUOe2{mk4=2<}eT8&#+`o>1U;sE2zv$z5I
zh@D(Z8Aqz=%%c)^y)HHU+k)C@3t0v~R04OSZgrXFba?cUO(|8!+CZay<wi9<Iv%L|
zZ-+O{-GTv%V}+atmOpea{K3fu<|cw&sdliv`jTw9mwz08zwhkyZS)A@wPbGL#gkWw
zI`ee9|8yhcH6`31F-W|PdmIw{P07-y(1fmFp~>Uw5Ex3NYC+rG4LYc0wV|hR^PG(2
z8F-ZOVqq3O4<1r7z5T7rLFm}X2G!Z&^||0gD$yb$Xzt~^{e&fWX8N&0b<=`IyGy4_
zo!)yS;paGU0{7hOu|v`^-FnHgg*WxB<0$nh5|n16pFPxjuniV<*rJ$G-3Vsd4sj+W
z3S&`Elk5^}mTVwI4#D#AQ_C95*{vW^w@DiIlBO)=i1;+3g&f?M2Kje_kU9O;d*BqW
z2{<X}iv21jHQ`0U%lok`9fVH5TVpj&_=|4jlbS;2SR&3twjl1NaKF%Xf|fK%68A1?
zY4n^)cE>gz{uIplO^?SRw|)z;y>_Q@`QzpH-P`TOTPqOAX9#She*cPK{0#tkL<s*+
z;LN|kMgL#mnIB=6KzPp+i0*$0Xa+j^|6rJzftahG7@0@dGV32eGb7M*|JRfMA#C~4
zR}E~|e;c;U%EJ1;0k+Kg8!q}&27f@_zufHqnbVvZc;?vuB5YZeAGL!Je*X>kxv%p#
zMjq4FtT+`xXf}MYlu(4ubcGLOOGaSUJ=i~<pLXFE==i;{CI}!z&<xTm&=ste*OW?l
zdvJDI=<813K$H`%n}{}qlFUV3CQs~-lw$yZ%WKs4Rjc9K9#H3!@=uDCKPa%0H^EzC
zBv<a$X?Jn9ZE8zb>yKVnkXcqsjz^JmGGspZ;9$4qksw+iz|!O8A&M%!m?gvRKD?w^
zR#0j~+_p+PTa|s*bT{*?VGo+CRZ!-vchDmupTv|$Z%uhI^#=r3ugen4k@+mf1an`1
zSPz0o-lxoC@pb}l`S4|8;#CT&rXz*CeyUZ3?8f!a7>df6Z%MokpLGzF8-LrLSl+WF
zs_e=B^hSNPdwfY%FhRjmmDhqjTG>0D+WbbFvNcA1LZ+dyR?a^2(h|jM9p6TOygNv|
zR<7YZV*qndxYU4wEc>>NTdTLZx%>p{8Bu>l_rJ|fw!h)#{#WtEz+>rtfxLjwDj=E|
zcmWSS;{f7?fS(UXpaJhb9GUiSXju+MAUgFY)P?1N5l99Et3F;2<QzbB>n}VJ;7{@a
zIr?y>*+apPR1X|L{NyjJ5D;|r2rhki3}k-19>^Zp9^3MS_21g`Z}%SgfMq;<Ka}&E
z<`KjS1aAGpF0%n)#(&|TfRxOCW!e5TpY6|GcGf>Y+dri+v$OpMD?ea#e;3Hg_*XT5
z?s5QWe*>rgl<?53CpA8{@(<6$5Isuy3B#Wx;NMI9L+~)l4{~^r!PD>G>4$-Q98BQz
zhwq2`zw;02-}#3jd>E@ojd}R~MaRPUpg9jC_oy{Mm3ZK0`&B9nP@{m){s4@CZxi@e
z@TZ2fl&G*g5bvlY{_yUUzYvd%Ou*dV5AgpPtn%b|Lm+<bDdh1{!-1Cg-yx5Te|s|q
z@O;4k3wZ<v3jANl<1f4R1eN%IA&)?C=T9)>|DPd`Y`-Dkk2|P82<-oTuj+X;GXGtJ
z^c(W1$p&0)e&cC@R`oH`gP9#@YXOg+%#U`LnFR=j{)NGPT*6uZgHH~YN96v4;bv#~
z9sa@bSjNMu|C0?E*uw#=0Qi;_=HI)4U$y+iSwCn4@TAtC4fx6OGyS-6__+`~Hjd@-
z^C!ihXOAbWK2rTht^Dub|JD6}Ht(@74@mxBGWnByc=A&Sz?uGg7xPO1K$!sny^k+@
zda~O8fkblvqjG)`Z~#%YzcJ~IfJbp~0FCEw>%q?YdwpkQU}L9a0G7%Q#LfR<;sC~5
z{oVlp;nWXp`s)S<GvN2gJd8Fw2h;D}1P2?-?^=KMfsqlo%Kc3K{AA;JP>r8bc^IQ#
zsYh*iDl1l&zjh!Gbv&%%kKe%k#;+d!zf|hs`L80LXd4ha{!8(GKKrQ%k7Yep`k4Ad
z1jOe8+sE>!fS)Sz52~Nz!TN{oY4UH|h`;?(eKKifG=xM2f!hcHwg34x;@3~aUy&2Q
zw;lZqf&Fj1U<-JZ?~`54fA*UTxV|v`EdsPCLGuBq?7wnNvt<;8fLz^Ja1^0#z|Loh
zTLiJ+$q8*@OZqv97=L&){B+MQ3DsOWEJGR-p*@G8<6Tin38%vVPVh%oIyK2F+LP6o
zcbAUBOQXdq^xw}09BbF9ovmJ<Ogjyc=dj%NIq%JuTB_8zUAZ*g9J-#bC4D#I+AY~T
z-9vbx<Jso9bUqtZoc5zQA{;;Nl*_ykIYpdt0g85EQER2N<<s%)o{s9p2f5;My2(;8
z$cR0=yA3*yH;Izl!Tn^sZ7rVHTA!MogA6Q?#b&~i?{{zaT;&R&K0<v@ZYvCx%WEVy
zcrGwo(sF-o{f=wjs?oD(<-GS$*%R-k{Ps43gl@AI@f&jBRF^kJ`En;Zn6d<*_nY94
zttuW5A<Lj$C*L1!=_T5fP<I)U8HtI4we_ClHLYK)N^VE553QW<Rqt-?E(d{-<pa~M
z*CZvc2^$JGqRZJ9W)D<KdE8g0wym06Z{n6L$m%HG<WL9;8cIOlwK?B4m+AHPli0=v
zjo7!$rQIyK;w<yNI34VxAM4Agh#BGTJwG5kI_6}01$ED`KXd!JY?&2oPGen5&t|ms
zMNc`w=LDNO_+h9RK$g^-y0is;A{^b6AFWImc$BWbNnxN>_{&I|5XFY;`CZ((%`Gl$
zKSrM6!%mCPcP@N9U6GMoMmq}0t7Jb&mkQt@WruP%hl-<4*%#_KM9ejgt)1Jzi_W{h
zpmnh&M{WcLmb(m)t81okFIsYaFZqZ8U2UY5G?CMpokx>a;SC>uRt<|DhfdUBVh#_P
zfcokgFN-fz76DN)=wzwWgcft?`!J-?Ag0{nTt_qt_zbyE4gpDr^Kic00aV5{hUd2y
zTr_$d#tF^3_?GkXb073ENr$|$BVB`Yti!(%moA9!ht)drE1>h-YFrHu29K)pBzU!)
zt$rJK!su8}+<@3IUGe6J2$vm&>|Sh}b@Xm3n)$59E7Ln+Y-$A(DE`(iFaAw{xs?~x
z5(UMnCyt)?!dr%_Zb+KSnu8T8G+fIzf1}m#&TK46fG$x6t*+C3$*VV!jO)Yz3Nr&w
z@8cMD!*!CkuWM;|Q?O=E*ua{5U)E5BFm&3L@R&ntTCoKx-eSXKqS%#$>jotE@K#mo
za=e@-p;xn#>9j1&SKH4EkSx%g{KW3H%e34}Jdx7~))Ncow@PFphY%+%E0#oC`L%A@
z#Ijwlv>kMNQ(R}|F4xM6VivuVDl*h^)(Y_w)*^K0OrgN+!%AMqvF195p}Ki+qC%U|
zjj)@gOs^h}Yd5-*Qwj_*sVo2=tpGtFlt~Xa?vD46gn3-^Gl(F=Ct4OUhZgYWi=fsH
z5Ji?Dy$lR1<<q`^=*?^3>7)>lrPlc5z!%nYYE=XY=~jkdZNB-c>b!@lR}AA}9?p3Y
zT=xFUwIaN5+l`F|&E0bd`x+w(gGRtXZBoA9YDh6@WZOYN^2O{d6E(@eXu!QQXNMt;
z*Q~r<05NQ)Y4oIfP{{MVQ$l&?AG_+d(W1)mg9>H&kn|CG*cNiTDVW(#y{pao6?*kH
z%XAIm2G`AkP^7b~gIty2Vgpk-A(joEwPp#bs;V5KRIu}+-An=jcH$v*;i^{idQz;{
z6-qN%9hq&@*oZO}ERtc&Y;mN6g)0%hnfUGjw3+)xQ0{V4QM#zlLLL-x2|_U&Ck=~d
zv&Frb-+*F7JaQgMEs|=F2}Z7U0-mHQ6Ruy&gL|!ELu44#A@T4gOTUOnb6<Sx{`~Wc
z7z4Q>tr`?|aVE1poBiA|%J?K*+paI@O$4l52y*cq#4O!XzOU@dcV|K;OD<EQGuD^~
ziMdLw(1RnUVwoshIvP9Q?jIpG7VBpP^`mVGdo^~>^0a7`lXFO-)~J|NI|TF(;&P<S
zX9?Wn9>v7TXBf50_g9ZZZKC4==Y-g+TQ&D3cz+Rsd9LOGhqFPEhF33oE-J2QXF%*q
zoEzj=-|Okw)z~1KV_MiwANyi^z;Yseay%yz6QO=n?k?fxGHVqGv#y#IQF61|WtZ8b
z)~OfUrP9Tgs;y~zZ!^16u<tNXbMrm7&(XUm6-!lOjgtr`SgRk9XOW(=RVFD^+{PNP
zhB-#n<=a#~G=(*ykYkfJM(S)H^)4>cWe5bWlTlP&g-XLQAo}GR9jgzdsFB@J=7odn
zg}OIh-u@0KE6E;$d~slI(aZq_X$AROD+@)wGNYPeg``WkVji*i3vSBgH1DbcwOxtm
zy|#A}jV)$Qv{J{svzFkyEh~s-{-go$C-l`yY2%JbNngyv=$Au4anZ6ndgRIZsmb3>
zq`LKDt*g-r7k{6%eDyI9dvHTY9B-!aqd=AcV>dZHtQ3(i-Kom~DtbmVzq8O)d7|N(
zdWKK<7=L^Sv}A_QtclO7<S)6|;$yE`=AZ8wP17farYWO`efTm}>A@m!@QTsnL**e-
z??p@pV>{e}u<n68%A$}@&Oq5AnyVlPTdy&Ny5RyGJg7IWloGgE^GXd3;ubcZqDI;L
zLOE=eLsT>0+nXpYw&nQ-+|Lt66#}~-ZI<cP4uakksS|CiwTOIXW_wLXC7xKYgFmB8
z6e~PtW;%5ZPR~#Da@S*~M2`+7M~*I}KrWqW16eaPRI+|kh3il-D(*+!2kI`)4|pA!
zo#@8HqD-kEv3Wr4EMI~FhifnUU}%Dadm(-y$RD!RFua4oo0xO+4R7L5+LncloMzn{
zP_I0Mm<=@uxxbsjhIkqLbyb>DCR3*Ie6n_rB_ph8eFs9uNUe~D9;D@UTlgy<-1#G~
z@`#(n5bnZ`4K8yxI!=%zMA#{cPCr-7yxt2Hdote`+R7%M3;e-3lZq@fqn6$1DH*|G
z1#14DYRfcnYf$p*4Kj&!j@9HcmNvyfLF(7RH0^aJnC|%}lQmdF*@W`u77A+j;ASXU
z=A_-b+wP3{#{zvR;=$;o=ms$kAqvg7Y{6f>fqo^@>V{?oFn~Qf^^b4%?k@y6s124}
zi>?>W(;2qe5>xCBda(~ya`hD8Q82A*qMOq#(x+fG?8%YeP?*4qXM+O|#ScRLv}4&Z
zprVi;$7_Ip>lEA#62qhr3B!fQ8Wa7B?IpD`%~qBB%3%s@mM(y(LQd+$aN@&x?}1}t
zK&MCZg1gdU9xFt%IOsf&C}q4UY+1yRc<`Q30p%Pj#MgajG=r2`Qo32W?Ydo+n;+%c
zbgyjjM3KL<f|K%5s`Bh^hUj4(i&J=e(KS^$x;gdYSSp^T^Z#%a{j8v2Ut^p;Kt_+}
zrJG(z&9pXnqIV>#k@0qtTj^Ov&g6i|*9}lmS}pa=`;wEueUtXEnEMhq<j_WyNWLK{
zmBVH*Iyp)ALUEDZcXxWP;T*fC(Tn@>p81nXQs=kKT`5TRp{JO{=G>la$lr|?B)5BL
z4EHXbuGeXIw1lLWIq?FZ3!a0N#aKk&kMmkM?jx5%6rr>d=byf$2@FQ25$WsgFk$!7
zpE8{!?~U#v6S6Sn9YUGF5_O%EpAlV*c!TIYYVdYo<%<^p<f71+q}mG#5s|QuXg&5~
zt2d6L#jxtWWbXOcWV&3psq{`pOxF8oa1>)kTY{G4&UI%QyHAk{OKSVPm8AkKaC5TB
zm#2Cu@_sNvw8?IEemo>+S&^^SS;D{a<)jacY3x_s9_**X`eFLW)$(vH`6I1xVMsz~
zZBOpcgee9q&`acBqz}5hOG1MUV)MRQU3GD7SpbMgxEWCItbMM}LjduUK29e6VMfs2
zFpe`OynpIU&^>xNUOi+#E8V(}|2k}ne0xx`<gBOCM~xFK*F4sv0r`dlnXmvXI3KKC
zVx&@)xW{%?A1Ua?oXZ+Pm-_e?OiCyny1P1OO!4Fkq!2JytOOO}kb5@K*Cg)><SJ*5
zm|MI2w0-W2Eo9dfCQEhL!@CVQL2)aUGUqc=@So9qXvfr;HF=2?{$<3Qx^G3y#=aP-
zdc)+CKDL!a*fW_D^UqT=f!A;6Rw8bd?GW?PDv-)T6G~Ou3CYSYc>%H1+D!9=xU!~g
zfXH0q@(WI>h;?K4myvzmUdHtLx0@V1LdD?Dtt?r>8BKQJo`}?#c-ldLP}u~RY;utS
z%*j|YN<w{-t=R~M2-bF8k$(AFHS(-roQ%|bM9$oj_IjLZ&zB>YjT4qG7n3OA)JY_B
zy?6v-mRNo9vp5$Fp0;PAIx!Me0a}Q;OQ%^RmyD7epQ`trRm4D**auW#6kY81iFF%Q
zG?6^^JViCYTuCWzqmcr?mLzwA?Cu=n#JJ1$rkI)P&Z-sJxkEdEe9tz_9e}x0uBe{F
z4boveXH{NfhhWR~8BsSo=%GnqkbrHdRA6Nhz3|m8KUpK1(f_doID~6_JF4=m)U5m@
zpR|nzLrX8~%%){UI-Hcm3+YNGET!|BmNB-XnE~<Z$1D(Q1HZ#+)3rW#QrVC(YJW~k
zSjY=G)8su{Y#qwL%#>m+e0c<!x4Q1P>W6%2i`d_n7h3|a3L#6Ri_d#Wq;Q}j@x45Y
zH$oVUjwRk+RHiyc$ewaUzAX?dZ^9m&h%un7&Kb2;cDqIE#ZNxY65AeTZ{0B4c>|Ll
zzXD?Q|FHL#L6KzZqBidCQn<TA;qLAZjY~t*xYKk4jk~+MyIVt3IE_0r?$CJSA2Vkr
z_RNm6@11jE-xKlOJHIM3GNW?Us$6f%`>f~fm?NN8t9gfCxaBBB1j>i7n8U}RXJ{qa
z%g+}B6I`<8)~m8Akjs_&s@6J1E`1E<0ks^^%Bn1bNsMl<zy2H|c=j=v@oj1Gj!#B*
z($mw=9S)z~jI=wTRSP*|2@5wvW%P(i29IQKI#|&?vI5z{%J*v9qJ5hs{yglDct-<o
zh;1WF*KwM7oW&-b%E(3KWEVs3;DCMiq4tMBFd!s~JQl~|Wh8XsvmB07Yse5{CKQSQ
zqZAZ3ODXJv+zE}(%ISy8rxwyfekV<apA@f@tPis>D&a?HrVpAAdo61DF-}@sawtdx
zFAfI%e$#z*>nu?)CdVIIbsHU%W3ACbH6o_&;`75yO9=SYDhmAgC!}#_(77vRW@x@g
z7H=<X04B{62J#bSU#k;6C{CYiYm=!aS)V;Gfvv_(1;T~b;+OXM06xf!x3&xEyT6{5
z^=4*oc{MPavfcQepC%f&wPZhy71~oj>=hr#ZLMMSWftZUdas^Ut-LT*R^Xk@xeq1I
zCGQASX>u&JJ2kDlQqjDVv4PScE#~2^ZEx~l!4T(sOHsQXG(|M8rlTOg40Qxu3fhtD
zi*9LsjtAk=<-Ma==5JSW<!N}fCNIqlnbxjcO=N4!)gY{^X*5j`QhvC6j5gugjObVx
zeiC?2D4;UeS}<k0K6<oy>?-N0NpWH~C5}cPCVVh!(&L$LBJ>ih>di2}e&((!VAUF$
zT>9epfV5Hp(2STtM;vR>fu5JG(65c&GN$(LSHR9}$7z>(Xf9}h?gjWFYKP4EugKm+
z7-`EeeSg9`VFMX{G(rq5Srm0@5rYp_(5>h-r~*5I`qo3;U&SQdT!1l$3|?4~C?KX2
zMSgg4vO7io5o39}SD&Q1Wn-@E+XM*Oa!|(=b90mY=Glg)%ex1G%y!SeF(td0V<6r8
zV>L99KICbIoV{rRHHhvlvKX&6MWeu3_iHH$aXWwK2VEhcHcVqxp@Cf%q@&ek;|!69
z*F4F^66xx<gcR{mrloj312RUkUBvu~0+h?2yQEWMbLPlR0HyXlkR#VOOi-KWm}4%2
zJ{CEDl1SUz&=2CsQ2rKm7T&|R+A;S@SZ3r5uS~koGiz00n0*}=w_e&|i<UCNar|7J
z^2i-9ngsJ2Pj96Fde~Zk#VC}ZQKQUf)(hYcJy(&URv~q8>9N1%fN?dTw=ZYEJ}kBp
zPfO+9G8B8AQ%#LKLRgwlahfO=NObHz7VKCWsJd+}eB@%$+_`AEz~2D>TDW-Lw6iRh
z-=wPF?`-KjVL!sybg{!i_TzeFdG8IKZT-6YE4M;7hCEFqTX{Jt9p!cOzN%8|!KS$Q
zVEEZx9_c10jpq!EfUp>xu|)^Wl_O<~mDHDwyvPpr`%;)UgT5KU%#zg6A-i+EaLnh0
z_b2eGc2SEn68?vPlb!AgsV%2YS3)ZOoc420^$Mw4>!*1B<;d*IMlpY(@4lPi3qMIs
zOhg)Eu^~<c7#~*Ii3w(`Liuznpoq*xbHKMHYt@MBau`M9CA^hZo+nkE6a%h=rA~sF
z3>11~A`?{Lq^1ID3`E>N0hWZyXaE$!GkVlVjYHt`3N?Oob`5}d<~VQy`>hp}{(8tz
zHU+Xhtw=y<@e!Y~w4xpIrl+EX2t?M*ny}F{_yX0Ny~sKIs=R4(GMcfQn5sPQjiZ!f
zy6BW5o&vM}`@#sP)`T8EA9-jz#AKlZhSHs0(E)g<rL-q{WgCp7s;j!F3g!KBUOD7?
ztVTPbF%v`x>wW?XLN=t`7Ch+`;n<}BK7^E5!IZP9h?$>t{V6h*QCc=j*`Vw=%svxW
zXT#~smNR_(qH7F(2Bt@EVpKM=3MZ%3v&6Kwlw>oaO(lXwkTs3aw7T`DdqXCybTSfc
z4e7kwAV(%rqqrG#hr%6y(*+?Xiz8O)V_LINd4uM9!RYLoEmwu~g}WcCj&1-9wn(J6
zH;3!|tVA3$Dt2=Q-NztdhK<w4BwN@xAs=BS><^siX7Sdv=eU(0yn%))60>kjTi<8Y
zzDG!N%2g5M8QGNGlo##UyzI1GVyS-h{hAc{ef7fUL)Yau2F$gX=LxUG<2Fag-fFfO
zFqlcg<Y#}dAwd!5uGgn_8i^)=pdjAe1J(}Hw6p05-&m;xclq1eT<~+B7Amn~ytu}@
zkiK@x<C1Y~2b>t8O2|gN7OiL*cm}Z?!b~b5nxYq<cGKt34phM4+wB*!9g+o5FSyNW
zr)DP-MHqnJK$)&H1%*A(o!{?qZ>J`UClUrHQ*qPF2xFK<vP?d3)0I-vU&KAUPnhZ$
zj&OT$+VNgFIeBjjGwy4fwNEvQ{vfEV&!Ajs^o9$Cayz!6<ssw^{G=reQ%WGDM$r_j
zRw=i13miz!h2UyvqY5YI4Rvup6}qu>b6fj%=WIoKb->FH1;Dr-TcJzWdytJCY(gC3
zXUZGucr3!2>&k8K0<9^Jip$G3ot4aH*M@wig==6YyDEfgtXDZj4;A^x<}Z3&#EkLU
zf%-Pzwfgxwg0wm)tLPNNV<w~UQ!ls)08um#w=D1FegY`X-guqc!3W2KQ=o^M@f+8q
z9I=!|%9V4H^I+WP$GqKH^78lUQB)vXiUf*TA}!RYYq&d)l;&T<q^sNT`vKNgm6B1T
z6EF`#V#cpgeuBJsKk6YW;x2$yav-l3xN#$kI6NyHV{&K^&Jckg-?-?Y*4foij|z;_
z&!*`ytXlKjUaO1}q0E<ii|FAZo<h>Ur96kP4(`UNlQ9~tfUPOTJ<_3vmThtblP~$Y
zk}l^e;U$=ZBj<0I-wbwlU}MOP#Y6R#<;_#3h#2Eh*K+<ANFqp_b-#~pjg`hU%)p<f
zCgg^9lZqZC4E}9+xy$f=7k0sM7sbhen|!~(TeZ(xQE4gfV?Xal|HRjJ_8p3S6P`mM
z*$Si{weDG(aZ?F>cc5jb5-D?$7D8OZ`2`{39Qrsp`G`uDR7FJY*866q=P66o*VSXW
zrF`q97NZQ6MGTawuu4j$(XDnqPLV}deBUFg0N_$$pn1^f)m)Bbpm>0TV0RgQhB*XZ
zOg@#|G1}ygp<680g>!XR*ND6RmcNN6Vc-UPBNY2kzTP}U`~mVLjJ0T5l3OM9u|NfB
zh0Tb~p6mzDQZ}O**#LBqJo(JV<MTzwX$MT)hB>ipk_f>*rzwEv`}D!;{ZEGcF0O*`
z)yGTQv1z5B>2Cm4_;+MXddSo3d7XC$Kir5EN@jX9As2S2riof~jx53DuUrk?fl`1s
zRVs^2dJv`VJ`1N&?)5&e=b9nH=Q+Mck4fWsN!6Hvj<K26p!)>4C%r+?J0p;5dqP-9
zh#$e7S4Wo;5Kg&*h>rae?YN}0eY@Z=UUgm4Zd1CC)D`;vpw;@4nBY{il(^p2YMfQX
z{0}n2O~eA9`36%^C#alwe9yIF*aB^~CAoEg%MePkpPV<&O;;54V8GE9zWuT48QEs|
zUOUeh_>zwHLG0!@AG)UR`r^XmiPuVpWMCE|qgW2!on9`CpjJ}82_yHTwSfgx%eoL{
z-nox>437v^gR08b=|}@OpU^t<yhK-3XG3lkICK3j``b|O@U46PkDNu8XL#O^EyM^e
zLgdj)kXrACG?zJf!`u~^Tb0mKrv11uKN-qv;=fiOYt-Iw(jXKb*SyvOlrkzYXnP|w
z7gLyKs)w%ow1r5hy=S?hPrMJFe8!&7TmdKvEya+0nLGPpT&m)*61RwwE-16t!Yu;o
zySr(qntIP2CxsDx?c$Zp8uK|}e7cY4O{f_@aW``Gv>YBYPYPwNwg2!{e$=FR=jM~z
z(_k+wN7Mvu+xVTX=r=;!j?KH2kT3Oo8Y%8j?Se!YTH!tG?amoG%s=EEKSg{ERv?Wu
zJ;YE>MANJz&$pEr4lN^BMrBm#*tqr(T2Ts}Zd6TZA7GNpsDQNDXKdB~oNGrk&&w?j
zmoY|RAXQM9*BUz@$X6NfI)|^2z1cDc>)>WA6IGUm^m*=W>}wrzClg7F9}`?}0}>BE
ztTQRXXU%lE4&5FhnN4k;QhYL;%S`f|%G&jE$YF0xn3a<Ro_kcd7AYwcp4x)b<I><|
z;K7x*%kO@vj>$K=BW9kYkUZZY$EZ;gENc3+qA9(-FhXc5XcT<}Qm=Tu1UP&yuM&3*
zcto9rYmA~a_`H9b1wWa*NZu-$M#WT`S1VdZp|=#5Ay;jvCtwIMG*XgCG1X8I7%uY>
z;+mvpcUn@xwLf%&<gok#`c(Lp#r&M+Z}OkfUayrY|BzDpFR+-u5`nMT=Kl#6^H(J8
z^;rKE7L()EA^2Nn?H6n8uj%(+lH<QvV_!>e{;r*U<%#|yANSX+vA<^EUccrq<Cm|F
zs(%B1$@3>B?+@MZ7w}6?cJBW!e)*d<wiU_P;G545t58A}2P4~HNoRj7#LPDhZgJk|
zCUf{a>FDQxjwJ==``PQ&n$G<ntv(a%inyGB5W0*<JGuUXf}qe=@s(1cy>N3|C-{{t
z@o9Pf@)Un3o<w#Z(?e6MGGl+)wFdwiVeh>K8bzF}j?e?vv#OH+Cw5kFmLH9tU(c_I
zkMXCy?ZTP9tGsD57nr58R*fl@)$-ouxp<3r`m7K>%G2eX(ok@y{vHaXiAz7^IGSWb
zDkX6&xNAGqE=A4M+Igrx1Agp{QxP;nVx?vom!x$CSEO)|Mm@ns!<5>vEvqxS#joi(
zC~&5;yOAS8W;#?rg`<pRVVqkX=c>nh_Jch;)qN)lqs?-tpfD{<X-<3wTz}gztgy+r
z)pAXBHXiYbGb>CK40of!D|sdTRO{?wnb20WB9+s!&2A0*h;XFsgioHj;SmVfR5hbE
zI*Fx_FFM)VSGrbmOFIY<-qB@G43*LPzI>H>P@MGs)B|~yCad9!b@srdEOnqWV_btG
z(r?Xo&i9gmIxUs6C4=O8?o{ud5G;*6d+R?N*F1j$;QqT5C(rND%HNpCue8Cx0!M!1
z7XHRWeuG8+AHzgmeSCkoi2fhJM1CEKzg)lm0w(f`ApK68{_S@D+wJ_f+xb_h?H8)>
z7cTK1PUSzSoB!`~JM;XGoc|MV`tNf){~BigYDoH>T>IPk`<wpv4+_;kcxitjpgCS=
zRs814|7G<LJO0lu{z_xNHsF`fKQ!?VqTfF({$Yo|oxlHK=KY6v`d3l!KUQA}*x$+F
zKm4P=?DT7w|6}VP<h#FY`Tw``_Z3k7&u@}+q(pV(eo>JB6H5EPH?nj5#?JnR((?Qg
zWd3SE`qO)l|0PPx!}@2GwjtTUfe?f~uzslyK*Cb|Xxmx;!s8G|**M+chSo3kl*b&#
z;Tbnx<iQ>t@tu^UYeKD}lJH`G6g|j1wy2>yeKpf_7r&BLLr=GwYlAB|Slem#0bkRe
zD_!vEIkBqhAysy`&3~OBUo0XZIWT&D?AW%bJh=L{-hstRndLyZE$^_-$B!2TO1}N6
zYIuWvaB=_k&e~9Qt&;7hk{oQi89`>*$nv5#*0amqyCUVl(!{2&ANgNEJI+3Z!}=EN
zx@C4+bj7es^=Dm7Eye35%FcnRnomAl-fp^XvKGmGHQfp`v(R)z=a1dvU0$n|>&@jy
zhsF0*y4uyRb)2teqYWjg_gGFg$zTN8U?642J#oKY?w&LmedzbZNG$&JSd&H{trJ<E
zH$hKnJm#Prc!l~nu63JOZe)7G|M=j2UH#$6Ry9#X5xzmhJvy43zA_$V*6HSOdYbtr
zy4~Zk<FJjfIr>I6S}jn<;%p4^%}bV;2Dj8j2w~_3#!1zMQ+M-LLw?S_hEr<5Ve^R8
z_^|GswE(j2Rbz_zU|E6!g80;WoBjHV%ZTKQG%q`K(B&{=OLn?fmrZ+Oij^WG)`ZxK
zi&GqfgBrK^)TNtd^{#zq0%W};jQ*II_vE$jG)ZwPte#X|dQHH|IyI#ayUf$Rip9{B
z(BwNky3hvIs5%a$M*N9J$0T@qm5b2YT{B!>r7s(1ox%}ihN13w8N)-Kemd!d=g$~)
zR><pXvu$@Z_F9+GVi{~kWa?b&=AC*nvg35o^utyTlYw~^<2q7p`tI&(SW4k)bw1v!
zULAGPCR+KSKqAOsLs?NNhGfp}KG$jaTPu6DlA}@8Rolss=3qcjmEQQ0O#Et|V<6z}
zdUZVl?mLjy+eN}O<47;WajCS#@CVXWcuGK*!FGyc!QBaMiFF-+w^~L}2FN2O7L$Fb
z*B39HLz-*<<7PluAhO;VszFERREjUKrNwJ@9Z{9lE-dE@?6SVHgLe{Epw3?Ws&7L4
z<Rye9_;{>4R6(IT^?QtaQDM=Y?-7Yg{MSU^*E&3X)g7o^%I#c+%E0X=<(3h53Su(p
z*yCC@Y|5P!zRscmSG5rGLMTzQ0&u1zSanXrCM|Ow+?**SJ&RrD($-f4i6bzm&p4FJ
z+LGtOWkX~^)_A4px7ZOuw5g*UZzz;Uru^$C(n#*=j=s_=B%#lP@@>DKG{dnP@J7qh
zcg=b0jP2ifMk^xHJo-z1>T6*Crj;ho4N)L_8S;D~fgtyFIXxim!Lrsmd}?;2Py+?<
zn!6&~t!EerQe&gO7$9|H0FM&z7~`RH_(JfGOD9WttgQ>@jH$17dlfKzWa0HtP!WUw
zzIS>z(%_JpA0_RZunCC0&1jb_ltx+1O=^T9&d4D34Oz$6Yb2mLGYWj^r|H7CC_36l
zUP509DQVxc3$bQ+K(N=C!F!EQ7}y>~NMX8F$&CD{I4tb&)XUKP76qc5RW$2#lEREG
z#k}RWj&CFb6tpa0$9#$Kh*7!LJ4O)u^r}olhAnWVAmUMAAGUSRfn4>PW}G3GYR9&C
zR)6=>j4m!0ct7f3)pqX(!#0Gj>w=1F&{-iQ*j3S<$*c2pELbP5J+fG?EO3#VLfG(v
zxP|rTyapZ|&c%$;#;W7-F;}V=TeXB)Y~UC=T_QT!kC%tEVE<|%UTLuDku^vF*9zt{
zY+d17!GVf&RJkQJR~0--F2sEry3a@i63kzI;7wQTMJ~YR`h43|B*^RUVoc%=<0LdS
z;%?+54G!)7nV~DfvfVk+numln=GlCvGEvZImMkngIVq~y%H#H8D!Oj3NLZ&yYxHrY
zE6X_ic30z79l51|?t*KA9<f8#`P1$qwI`vQGesM7jcC6&CB?b~LPLgRI;NHjH=7s^
z|6`tx1WjygXQ)_5=nvVo<yw*~xd$t$Sc!B<$WVJ2IZC`_jI9n_=a>Kj>M)Qq4buk&
zczTF_ckW(dv9}y{MA4;5TEe+@@r`sGD(iM$NzvKM3L!S`vn~~)=!wS!XDXn%=VuhI
zh$%jv)<z^*G)oT2(MgP-L_JP>tg@xF7jOL=-+xHq9(@yx*Tk9lNvIq}5K^(SuLtPc
zoDik0kr5lsMwIhz2Ri{<)Q>|vG#v@L5>OCFG98!~g$|3&C0x=bY#2$F^YQGdxPc(L
z5?f=7RLP+jcMB{qrx5z81P_*WR4}0kcPqvsA=@ZIi0%Ya@38eN5G+$Q0&?8*D^O%s
z{@{IBZtl-cb9`B&a9Z0Vrt_G7=Exd>d!40CPY@Anw8fS0Kr2zTrH3N!*f+1IHCv%3
zEtRnVG)TqjUGR`&-bz>h;e^dAQ{o(A+{@gp0ns$;=%48?$s5ev3Ws4rgzp4;#EM4W
zStYB5etBv)2No^QjGQwzT7>nwa8t>@w%PoERBo^E@R?Q-mJ+F2PI+RQY$UD)Ur26-
z3{j4=^GN3tspV3vk?Znx$DJO%2^JV);U&_W^^j%BFRg@qz!x9txt~+;kb8KQm)T!G
zmunba*o5fKr0dBIE9HJz6rgOJavZe|)}2m<KWCG+#d&`{tgd7kVzczthJv%D@i@~$
zy1@qL5I7_hGe~#zX>tDL<r#Alc`~c?;_J9MWO+N`){IPTMqsQ|!~hUv&63`>UbQ@X
zjb%BE<|lKAcGqDzTkfeJjh7xTv&FH5GKyi=Wz93zmi0j(szA_*rf~OT%ZHacG{{q_
zqfVs`oB)hR{qfiUDS>f#71`(SIiJM8ot%<y17)(Eu$cNfTlqZUi~U<PliAO~9!^h-
zPIyi_)*4pjBDi`P?2$eflesNNQ?JwMp&&fNm~s}(Ui5quNT`R28&mqBc&mj{|HB~$
z1I2rOl;?!S$>1A(vY(UNobG6qdESQSg@jU=s)@^B#+ANc-a3sAtIM#(H@x!p_V{|F
z&y6X96U$W&QlA^uS#=a52j1Y>O%JI8J+sm9l{I<cY0jJl6lVMwCN!!`JtW2$;8MLD
zKM$K0AyJ=cddm&>y(!*2`dqL(6k^CrWxm9K(0Wx2UamPN!!HEQVHA{8X;#yvYh*a%
zyZ+t#d|3ls+E@#oe*9oH5wH{PO!*ei)=RtwC~cN^8PQ_LgV~RBDdCb<U&Q5p#42U`
z6Iv?XxSHuYD{s$}XLDH@p)zP|oQ#-qIB;4{3jYkH%tTC2XQ8wtlb?1n-IZcOJJ{CW
zgR*M~b@@h{cQki90L3R6cjV>?sxb&lH7b;50jg2bY0=t)%y)s?*HPr+-K{Palax~S
z_aLQFhGNdR1X*ezOxid9@F6!PX(>HUrw!`5;e$88a$UCzOC=oUMP0z%2VItAV%{hK
z+zS!nf+FRR4{J2c+=AhoTT{ff5d*nZE)I)p7x||cl5Rf=>DP*M7gTg(r7V}ZgOma2
zFx-B_bdX@52xfi`6-3A@71ohOBI5R9&J@ic9SHLT8%BeV#P{b6Sb@9o)!6Mhuau|+
zq|FT^xva5l-6HjJHMZEyx&TO^aZu=}9{gSmtN1~gUk}Zd+$xCo`hJG)l>L}lI;L3j
z1+gWyYgehLJ6CCupDJ5P7ny_va<+%hOG_gSeG@U4=f{6ZEAG3VbeyH7Oev1U;QLIG
zYcZ9#0Q=<F#k_ZCL#&*%diS>cD-QoVD77)NEtdtVp9fyc(dEhma;3IS-mj49Pp7F8
zLfWrX2b2o-P9AoT@wUP(3=3~T8R%~ZSK6}mYac;`sg!UQTH+Z1x9qgfPz(l0Be~Yr
zx<`5TGM5&fK)xudVj=6whfC~<SZ`kO7L#<wLo*!$5SMlHuqB@Xy~K}My7;Gthh;}$
zPi{km4suzgn=Jvy@|!NMrizi}o%eWW`e8sOHP_|lp<HotA~Kv^-A@VUaBPWVV!T3#
zVubp1>!#dsH|<r6;{&JLC2Z<Q8kCC!MBt~&g^DenVTf|soZj6&IyXF^9Q1jA-g46z
z+~AFP0*y_WYZG1};3%71BwgJ{&nU0khEj>~^d?>j!ue9idMZ9n{?GJD0qxtW#7R?y
z6;uI)#^ejH1fQj?%!6mM!ToDNf&CR$6Lg~<(w7qzokM?(@XBe57csJArX!my07=pY
zXU~#A&jsg;eMXUCrF`S%p;}!?;SAH!C(J#S=d9Nm5QKiWnG~v&<}^wTs))fq#5MIX
z<<lm%s(?0u7L1<LRXa8rvsu|}+6?@`2gfqbEKA1teOf}3U0+6>PW=i|Pr`ndi{DYb
zp_f6nxmhp`6t9vz(PjdzZZzGtEQXwyO!4%9fm9R3BMTRKT1KNF!Jg0~Wt^L=q8P>(
zs7y`zyaZO6FSia@*El~~l~xjxsvn#P7?r_Aur(_dqNpIJHXKcaT|NB#Ax}~d7t2+0
z;M2y-_?h#gN#Gq1Fxeb)GlM>{dTpeCRbt0>@7hJ^7&L)Vr$!rE?hA@eKVb9Zm5Z6l
z^Ho-!H`+eW_wT=nxZm^fa{{=KBhzwG1w0&h2Ls9Lr9y30gkQc-Nzv6h>>%tc$(5}R
z$KgPxgQ_ig7FKlZL$@qzAC3r2o{<l(fBxX`tGQWdl*$~CMJi?1II-h}0LY`nsx>Lz
zD)`_&&GgUh@jzk7TUVCYKW_uKz7z)c+IcteD<qFNxt{^I)#O8XrTCw=WHqt;DzKN1
zW5sX1Bl5?1$Ryv;38tl}ArE#=(odux)Ey7l?CYx9!??MB$cSqHy1{8=uB8_8<eP1L
z?Xog<Rz-{&MuM(wG1l(f5B4ed%T*HBQ2tYCkVZY-ImmG}Ck_Ia&R&s^sT+uuWMV4M
z;hR>C67)5WA|@p|4Q0!8jFnzi?^fjqWER}NiC3$oZX9uaI=jjMD#nI?k7-)wa}ujN
zo0G<^xt7hcwTjyi(W=Q|kj>?tq0NeGFl>CX<q1gk(h?)*Y&q{#5)_`9LmIRQ-pHoi
zv(3U__8mY}kj}pBzf~R6atGi(Nur%MXvXmynD*80603JZ8SY&kr*Md=?W_dOHw>ZM
z%W$I2GFKSqjbA=2e{yh^#n&9SMYyi83~b!hK(h6!2PB<mvArz`O3RI0Hjx6QnO7Ex
z1z#S2&d#3Sm!Epacl<8+fG-+xs~#l2&E7vBjS@Vsn4lBaN5A<VRJ7>N%%L&5fq|G7
zea^mhsI?HNNKdY*klL-NJTl4lT$&&f+3NH3lZJ_`kkWEIEAjlyk1YPPf$H`&g9mmK
zfBRrySEUCE?rgk7sjbMCoTAFTn)i*~M}bU`AcDrdqF$~aFRx2BJqj9^>7_2S$*c~N
zRaZFW<@m-}Dpq{9K0C|4Y$pK9Xxt|)UpE6TAj*|<?7~o1>L|RxI&0FIYU98QZFDHf
z!#%6*6qwKkdYyM#A480Yc#R-Ow}|d-Fus*oL<^pmGGB4a6I_>srkPLot$do-bU;G!
zMGyj69i2B7eR*R=D56~379LzX96j^$0wl0@j~iO`6avS&<!J;8pCN#nR75(k$zpD<
zmp{eqQjCc|Zaxu?sFxEa%Cpmj<3f2^qHNI8K|VQshWpM=1R%$1ry7L$d9%;v0hheu
zd!KfFWU?j<L}JsRRok@R14xDGp;CSwAN0#Y*@C2j-_--!BN$ep9O=fsBd>jGxODR5
zM-iW3S8ux9IM6liA5KXlihN@4f`0W6*P6GV$aIdZK8<^7s`Y8cYL(@BjSq(dECLaB
zCzScBq_A{aDIxhXeaGW%X%%Ie#?A2CF>FX0u!r~X;h&h(>4j-9gGIw@G#jni`d7DE
zwUEL|sdVQEgBQbBE#0q;Vga_)Of$o?ai_{W(c<L*1lgg_yN<bVMh02h&OvEworKBR
z3-+QzH}#hNRj;DsPmpNw3s#Sy7PSUEdNF_?hw2f{)XM;@@Rxe4%A{=_vM)T1Q;Gv&
zF6}@ayy>J8ciXQQRc_l;&i!FrL@ZmTGKR^#QV%BIe1mUgMO)~X$%&MxYzKLFkcTH(
zcC#1>t@`c}<YA;q)3{lFJU2aV=*UWhYSiH^Jl$P!qHGZmSUltS#zWyemzg|WJpmDj
z+h;TE`~03w0EK`$>n8nB%8mDeY(XJM_R?n0tFbKlZ!)Cy^TdC|zyD^y6A4PwlJ1Eh
z<F<7pA5dmGg|U?XigMVIE)bWJ4~4$SIlA$UL(~IH>1R3D%UAO_H_9PxIp_v1IBZq%
z6*56al+ZDcv4Yi$>i5bceICnj>^S<T>`k8xL9z(K!4CtUuYkN!GANZ33kaNDODn!2
z`F;ypl%S^`)X%-8H}FK10DX*F<k#SYTHj~(#buWMd|9#l4NW>$)Aaof(C<qSuga${
z1asBFo-f~9q`tA0_|<3c4(h65D#2+!SVYt8FKivubOYn6t_t+)R>72~6bp;<ZL??H
zH?XvziRZomaGCo`8mQYmRbWedU52HwiXBBC)oWTm!e1(rxL>-gth;H0)X<y#&-ywI
zFp1nV;sRF!>qJ`>KFEILl+xc9$RuiuE+~gWY_udAu=+$G7kI52(6*A5wR_HDHrc~V
zrC(?^#OoXqc+Nwc9J;y2rVvCF=7{-KPwcaGxG(5odXX$F0g|UQX}9hnF2Hs)y|_bZ
z&rzB*MZ2Zla``OoZII%}9=~vM!nz!c<w?+x3(yatFlmh7Df_z2>fIJhUN?0nY=9wS
zjYukas$-_YR0*%T)x!W59mx<-SQxbduyaFSF=bt~fmyR~yK`lP4n;z5w|?QR<^ohJ
z6!~#s`eTj%-BOHxnbwnV%T?I|sixwI<iq^kg+Rn?jX5xbfHCCdIOeSsqjjOWbAX#`
zzstUkmhD%ONPQ}Jc4C(b{DQ??oInVgrQ2DB=Og<rkB+!WPi*5^B|8Bo@;C0S<8G$Y
z2kb(eQd$K%#(@vr;?A_)F1^+`hsgMZtvY#9?G2zEzUpa{m4H}2$Yk<Gur*^>-t2*S
zZ5i<|!M;cy2^4tZ{BkRmAvCyF$fK=GW`aHjEL$j4iIC;K^G6q)el=NE<;O-d==jE8
z(HSyoJ=SCW9z5|%>B-$BL5t*1=OZog4R{GHByw<$Td*_LBQ|_q>=b({IZ?Jh)_Bdi
zO_b&9Xf6jCq0J>-(wXAK%{g4j`p%kVqB$u0z_s~X>$xF$y3RE8yG^4H9f-81RcNjF
z-GUFLk$-Y6a|n)2199g4%FMIh8$5qgfMiX}yc_!n6`)Y6Lm5aUom(nOX(3Oj%%dh_
zoM27z1G(rkC23H3XUX~uyBCJMIV7;k2)-1yjnNJC?1F{9K)&9297!Jg4dQL9^ceD#
zNro7_xm_TJb&gW<krzME4t-KneR)GMYAMDUEn{^2t*F4u^2U7FN}zIi;B@lN)d8|n
zxB!l>@waCJ*u%&=YA%uK^IcM2GFh2JJpG3K_lpZVG4-NO=FSa+VCeEUDnlmq2wJ$c
z>e(p4m-qXgQc+k4>)1Dy^V?Zok~3WeG-d2MGda(8H3PE!ag!D*%SclvL#p9uih+58
zGqA82KJ6t7kw35)`+vYB(!vazy^RsODl=_9Vr4Fi6}Jy66P#%qM^RK<fcdm~I=80&
zPPD)0V2yk97_>uuy-{3;8LB+eg5pL|#&ud_8SEI-GkwF()>ZOF=PvCeD{2p277&vu
zdwf!Keu7a7&a26YDjZFbyIg26L{4Tb#E+CDHeMG$#c}NQh|D2mTaamE0K!};*9=HX
zL#$ek^>g2Mf<)Ip;&1!tgdU4`!m-PYLCA`VE?Z-ymnN7J9FovJG(eQJg)U2l*1s0z
zml2{-TdL~qy+|6#5lawMz_nD{ZkN`w7i)XAx2aqm874gDfA_O5=B|hh$6Ha_SwbS{
zjHXGyn~xd>#sa-I*~fr+0%Wto*^(E!YwkX)iWeWKb2IIpP(K4<wRFBWscIVATffxG
zvb7u|2jlzZK?{<I3a7g|=p>^ERT@-MgRG`sFF(9R&XN#N7AKf2y(4K_LRXKSKH>w0
z587x5!f>vaCQP<0g}W4M4^TYXOnd1bm*LtVW8WO|?H%CCOCn{$BrI^0y2YZ!O9J=m
z5RAmdkwYIM<3ikJjZ8pK3pWqA8sC_iqQKP-xH`FH&w_#%l%vdbde=J;Pii6^^g6H%
zi&;>D$H24Tv>a+JgRfNr!yRi?nCqpWf`wwf5)_l=N7vTq6dZUs1Ipn5Y$w#pDB0t=
zWnnse9{|B+aBWLdQ4^r8mO&5%&fIEk*V^vL>o^89a?GEK+M<IvJm?E~B%2V}`12IY
z2;xdkEqCc)(e6m`!|H`o`ut;LYTjs3q3pS4qR!{%k7<=i+S#Gg1oK;p9W(vl2*6(d
zZkdCn{yZs6hI7=s!yX-su=&|XIWwJb@HUE`(%M^NNG#K#T>M7;dlElCk52Nz!D1`~
zP;Kz8YM!tq;^iV<91yFjw={NqtU@-aq8DzOV{nLC9zkd6&1kF{Ai&PB7;slcFh?Fz
zWSc#$I*Wl3t@iHb4T?n|NOQ<E`AcC$Yfp+wWs^$Ru!>{fCqCO?SGNXKu$;=pR(@zg
zf^Z=-nlo#X2$3GH6YkmESDFufwksF(wa}UE(*i$pRsB|!9vXW2YDjQ&@%e!N+DEXj
zs}bC9iu>3j*Dq%!&}PyH!wHF!k2;iKrJY4sER;HV?ZCSE^2iIZOc~UW=US9hrgAdc
z{Ox0^P>i?yeYyx!7#7esb)=N6Aa|ANJ4O1-6p=SQ9L>b$!{Wk4??1b2yys@+SW7>E
zvC9Gwm8z7~#;me_+~+%PPki7y@%GCa$T$2%&F<7j^b7=He!{bvB4T2zInO-t)1b#~
zx7>^Gi^fvTiCH>eDNZhQ-S6J4nuNGFpmTQ%qinZA;Q;5!*C-dXg2iAo!1~xDA}Amb
zmF^J*;4E52R^B6tf06bF2lEFDcKgrJJnlcaH2(|8?XMK*Ykup00=fN_AACL5A6V1>
zt^V}2IO{(or>{BVe@IT*UK7Z_<>uIo|BJ{i&u_k*zmD8;a{L>R+gG{KAJUb7=!U<5
z+;Z@;|96pFZGDtJQlu^Rr$gxWYNDdx3)i`8Q980fa1+z=ayf<c6t*b%o=CzE5FBaf
zBW6Or{;dR|rArFLG-7G`C>^o%#U>kUj4!nvmO8@DEGxC-#Sk7DN~xj+T*jLk{+}~a
z=;L{zJ0a)P6(9RygE`d)m3dJ&u(T;I)G{H$-`@-`a@DOs35O!sf7`-hT`hx1b@}lj
z^*aq2B%V?$bq=r5gfjF#MYe=w%EhTj@q($?h*&_Eh@9iG05g17E~@a3Shcoi@#MkE
zWEj%X&Ta-mPN}-(&%>M4d3G3^&4)3^HvfL6Z{x*3?5WoD4|ahDzEKz0vxoVodFiM(
zgo@EL>9ON8qN^KAq+bZn;sWGy4jm6Zi=BBLWvV1j8=3XyME<gw?D9+Q5M8QxA0sW;
za`bc%acrLf57q?#LOt>k-trx6@i1D+m!jLGJ`Zww&y4$_-AMOC5C_8WT|x<hB*|Su
zc)B`)U)r>Q;D}D9q8pJCW>IUNQnXjQHf}XIm@G$6=zlh9fq!EB{<}ae@OLWb-&5lp
z_&cBbPms^QtH$}S&Ha}d^*@*O2L7Jk|C<&5n-%_BDfh3Ga=_o=+<zLfGXFlM+^-|?
zUyj;8n`wc+b1?c`f3w1Wv%-I~!v8O_!oc6@+<%Hm|2|gu*D&)JLlW=rlil>We(|dQ
zhcWg4{Ng|4;lMvVp#5Vyhmw?%qO8U*q$2PS>Ts^Vz$yOrSo9mG`0Ee+m!0wFyDHw_
zZ#(}6r~d}0e^CejZ4PH;W&0Bq|9?9;&HJY}5&sBB|2}j0uR-Qt2BbgVF!KKCk@J5E
zPII%f{>eeykZkC%EQRy=?3y9Oh^ohn-Kwj&$B0u@?M*sX?~)A5oMf+z%cu@cX8{()
z)3vYk1#YxNA;)4+Y)VY8^xi{<G=fti){>m;PomXRp43BIDNX$`OBO$&#MxpK%Sd!S
z0vr0mz)Qa?hVPYKsfMHGjSsD9odW5dz<gnI$ywd|N4u!#iFfD5uG|`w(`Uld(!P?8
z4^eT6jd~uq+bHGcCF50A6NAFS4+8Ph3W;L2>0MtCeKLeV$|V(ZVx>9<v|>p73rE^4
zm?vKuTDXGAG`U8#>*uY8ROO<gkYA{OQ1)PzDapv7V&c?Wb-O-kw%==XRy(A1@!8)u
z;g=b=hiOEtJDFPrGuA?8w<H8(LTf}gz8y*5-6}fmCU25BXzyKTE0KfO#Q9Lt5%~pL
zf2=xs;Rf-!sC;=?<Lt-1)#HQqb@sYNV@cdsdfki`5e*t6Z!(LRR}xr>r0d7_IiYfv
zpT#vD`W0sOf$St&sCDHM+i6xOb{N*<jTZclrpEG&QDqxH3F;+EZXS-5tQFqj4Xh(x
z;psGbXF_{h=Lc%B9tddEB+MxDnf43UMXgvl;x?wkQeEMl_?R#mJ&tc3?Oml0Zu_r=
zO7VhF%>m+WxQn!s1cgDiCMDMv@e^unV>Erb;zF{7WZ1D51rX^97s`_F)Yp-C?pTAt
zEAn>=mnuIO^$b}DHL%9u`n7kBezuYP^47|u|NEY0>o|{+K9XiTNppBt`*<)kCj}f}
zZsw_OY@$?jOv;{ISv*_$OB9D3rbB^Ar)~o@9amH!vgl=Pi(U1FF0qj*{CgI}O>9nX
zij&B?=JecCTzl>_#~U+PQ~uSB!&&kVH?Ss1&|@lROV=H5Oyl8j^pkp-(|6cOK1<qQ
zQ8`H0Tw2M=xjze#;K^A3Sa~6}l_U75ScPQfONaOJ&3;^8sq8X2PE85Q1_Je^`x5&j
zyETOikizw3&j)Kag~Pm6bBvE<C-H}o?uc1q1{ys`hYSJJ_xo%O6N|Bm5y9lV5Z{Eq
zeeeD}Tq^n6TKJ6t&VEUQjEwArzE4!6MvV*>S{BcasX8l`Iw~1>$Kc%EjxAgp$Ql5N
zq?wb8bQ-$vyY1QWE*KnFvG*9ngmD|^>DM)QJ56rBCThdFP&P8Ly@k@tetU0J@?rgn
zRc!S+MmYcc&8N_$+_rRAee&r@+%>OK{3<39Q61Xmy)Bzwt~l~&5666=j`3{Mz-yvf
zCnB>at)}1zx3E|QDB<2Byc@fvOnqnptDsAXtn)CG0x&IB?+P!jmE8%kz|mrcnBWQ)
zygLL@3h@r2BhPhYXkc-Wo9cy7ntS@=)O;`EmzoXe_S0}IK0FL0;>J%m1DbS$Fe9qa
z^XY7Av^KZSx+0%cvtBVF9aLzw9uEapTuzpSQ*sh)Dq@9gUtQKOQ^a9<dhcd~=Xc%?
zO78p8P}s|&nXr8zkfUOR-tS|pFkgwsYzgC(?p(pjkX%AI=G?<Osyk5j8(MFoWzNkD
z7$w<CgJ8*3G=+<m?uH6d+%8~`%?+z!SczTQFp2PL$3OI&#9>5>tk)2qjP#T}j2HM|
z^j;tay>}VRifH$9q&wenMUN)*&f%@hHOQjZEnp=!>wRLB$sy=d3K{fA#^xi%_A>3u
zCL<g>c}}YuAkjd7^GVym(cOGrI}F`7K+0)zA8TiT=sN#SQ$@RU!^hrJNkTl<P6@uI
zgN}@}g?P$1?!<TBkQ%d;_BrK8%#*B2?q-TIVDQ7Cv-%l$$_y>|_wz&u4+Q5D2-2xV
zwPdidZ_n}^p4)A-)Unxy)CnpJ$R!8TGeo8-<(F@?)=%=q8q@?YhT9I>(+xC2AWW3a
zJ_H`#A52?g6va#3@?9`04TagLlugnSp?a+&wW1tCy{G@-wXYRk>ibH{P@l*M)FSOB
zwGZ^Z$wv`TX->ur_l`3!z!V~|;H68B$HK+oaj#6}t1ObG7xZYHXT8fG&M_N&c!G~7
zqB^!M4~d>Qc(6;us>!F2UGq}RMhuh5aLHP}vYOuWx^1y)z>HEbiODeq@NTAzbPZ+o
z${~>3JmLl2@fVcFbpsmSk8kwjZCv2uR1q^&YOM6xy{MIRG>qn4hUe4o4u-LnDB<gF
zCreX}a*l~N;o+t@9(lF2B^NZP3naRKtK^H6(uvt7*StJRt?<i|1veoyb45H*?JOtm
z66kan<dCANrHps_B}{tIp!US0v(?9#wAPVxr7ov+9a1-3p?3yCaL%!++z^wOh_$5R
zoWOCO-FKx{*F(pnuX!0Xn(6i8kq3)oT-)K79l$1S6&Qb;vEeJo2P;nSN{cfTJKH$}
zrbkz20eo(kU5TdNAqaRmI58|0=uLSa1m=w}At4KQL`LPWSvlwQyqCYw;C>P?)_gPK
z8Fvr^sC627%K(kWuqIT^JwF{8?eV>iu=(JeI++$p0XFpDNAtQTA0912wW|@8APUS3
z9j~{0{Lq13GTt@bo3?^E)XsF(BMMB};5dvRzL1D*2}U|Nn~LXmQ-+WB78HlXjdJ{Z
z)LRbu*r)FeeL0?C*PkBFt*GxWen!iRZpRUCP1x0a!KDG)tE{_GVk|p=3M@!9ZJ>e&
zUcHloaHHP5wy&kr&hkf>&Hp^Y!77HIoH+_Y@?dC4z(du~FXH$<tuqf>wB3yP{`+ji
z&oiX{npK?it2zO2iiBCQL>hlxD(LJrRDSYShl3oIJ7FfOBl5YNal$)P`5`_!M%xiP
zL;e$PG;m={hB2_TOTdjfv$S~IRthQ1{SQ9<3NLgncO}__msnpnvS(`R5uI=^Ln{)a
z7V8M=J{9{@*;19{aov%=gz`S@g92>E3H@omw$UyKSsC^MeA`vVx@)JNrf4HJH9^p7
zowathlcy@8jm){Jj(cl>q+W%n9SaP>;ZeFpJYruDhbSM)h+;0c)@vfL;b9HSwphZy
zVHHv1o#){UdrFExfOU7uvL9bjFrG(--;>oTBPisHxoU?9o83%5kre;jyVcUwl}_)d
z1-7iI25sVHskPp<+p*-PWd*2XxM(Chr(S-T3hnEQBUUcbDDVLEC5G`M<_p=$Ex%Qi
zbo9eV(_iNyjZ$w8V@|bq?lUdBPVY@;p!Wt3o|NwyU+VUTk?v$wU%T>fxkr6#__Q5T
z!Yh@o7Y<S(fcWMK66bEji_WdU4e?Ezq0spCavR-8Zv9THS&y^a4$lZz1<bpl6x;==
z@W=PUI&USvAuF;QAbp2PMUjybQ?nUoGCRJ)wvy4@kq_SPH{*(A`S{lfZh<dRSY%2r
zg7>ZkHh1VvEEwX&ok$<a+&}5~6M)5?7@yh2U~zFRA-gj<Ec97w%xhTq6=JnKPQL5f
zPa0wR-r{L5!ng7HzGPR=sU}K`j9agn=(d8IjJ5W#mOwO`$Cl^^_+XcFD$16{DG3^c
zy!^1~Iv)`LC2$&|_tWL@)d{+ur&<{bTR)}LA$q@u9Q-oWrHxLP+QlL{XbC9SC1$ul
zrMilAd|<*S1VNzesoTRK|K?%1b$tj*IDtyP^yzV=qdO}2IW-ZgYdmg-+rCTSi>GoZ
zHc+qs?)H%k^SG6^)NtfEy7cFZ3{R1s!{l>YpI#QgSmPrMwu>Fj*trt)wB`6@)9ASp
zs}yqM0<wEV>Ku@gF^(&X2&c#4Sr4tR5qwq};$#AdW(LhhO~FO-bg7(!<IiuE@9A&a
zjVDxu(|FC>5kdORh(5iT@0dU`$X;{W;}jMW21P=$J7U53Veb>Ra7&Eu<^?MsajIUJ
zG;l(16g`1dS#<9N@vQ4^y3x48&)jtRA(KJ^&$%p}t1UYT_vQTpLkSI3Mu{736iQbT
z7Hn?DmbQ)~9c=}aX8!fWk*C4U6GJJ+x8`9t*3+&Hk&V;kc86f$xf$g&pgY&bx<g*}
z%g;@lFn+260*5>u&S1PoJw$ab+m|n&jgs%!Zawtsr%1)f2*$LF-9dM%IKFCe6bk_@
z)D(AvyTX-0V1<LW1x8(|z2}!R4qL`Ta4~gYgjX*fr|Qr07K4QYc2E!YQ7yIR(1R6;
zQn&ha!J=H+4-1Zt8o`AsDCq-&E0z<EpX*@EIX|k*f11C{4|puV4^YC?X0uK9mR_3y
zW1();<3Edd)BQacKH+KwAH7#H5koq^LBV~b;cdj>k4YFbxtl&CYUx9>lVDP+Mf;YA
z-C0x=>0Pqfm81_;H}|K@eoU1qsI~2l+4tQ=MVypsOLmVNSG~QPo`Wg+?a)y{VQ|k7
z-3|2{@bfIpi`HU0@h45G?=_^b&}Ks`RtSUDAUbzMq)M~bLe8-n8e{b6o(hd+p#XSg
zzC;R+db@u9`3bNqn!Q>#Ya1`XfRcCgZ)Gqy^F=NbxYUBkg$h-DPTEj&&}V6{G3gPR
zBXbrJ43qszb(VO`n@Vn_rFD6ct+AH1p1k&xAr7SyEDDRB+7H_O`e18kV$?Zpg}Yq(
z(HV>3me*dce7iNU8svF2$DS6Zt0K}U99BkpAqMM2omKVcR+qnGN59F!tIMpmxUW&L
z0*MyJ2B*m!%S)pc(H@h76;$Ybn7^9iTI#qI5b^<DjXWhushNKt&E`2++o)<pG6<*4
zcU^a=0*9fFcvqR|h5|z|M`qDBwtUveyyfHaM)))NOu`8v%WafJ9%D^^QvBOm<(0D#
zG${j1Sz9P$ZyCdBk<^Xaw@k2hPNp$I8V~S*p(H|7tXkCmHyL}EUpK4*?@+NSzaQ9l
zW2xcxQZ|_+KUg@Wm<3KcEsPFK%-?mhpg0TH$VeX1Vz;ZKz#?#}RM-mdO=y!cju$w;
ze76lOEgX1yJCq#!EHPgZfTc2Gwj<a_5x=>xO;6%$f2{RI@=LAftzN0H@(;FBlXJb|
z7k!K_i-=q<zd}yFh@=Y<HJ<2n!K}>B3sKXJQ#*X#b-2rd5}{y6R_=&WF!zgBPh*YQ
z+HifT&hT|M^QR4r(^bZ?(8V@msXXf!kL8f_(<%(7RLh*OcQgQQs@ao>>+E&|{pYp8
zH<hzz!DC--7p~TqePhEE)vAp19~8+8dv4VE+E_>@u!O^(-=&^P!<s|#Qqcouk?gxm
z>ERi(x9^PA@Bsh@{lY$<R$z!uBMQ}pr2&ajxHx0-&G10@(J2c`m(+SNAf$q&>qWU)
zqaU?b^ws()NCD6cX1tO;I6ZM(p8&^NQVE&7_|EWg0K<_}4aJKpNENoww%iE{J%)gU
zjj-@x(wV=Z0a-J0j!+vdm%6qxt?2ptZq7m`p?77&T2>WteX@YLIT}6}D1rTyo1Sfv
z?Zg2W#0NE3W0OpQi>L()G)cH8irHW%!{*n1D(Sb!0a~<woSt%E`(!8uYL09}OmM3=
zYm-38W27nHhkFYh5}XndLs8;b6e>{%dG<XP>swV`6Sedf2eN45Nd^BLjQdOuFrRxJ
zEqSKT!*M(Jhku79e_8u<dp_bR*JTV>ynT9p!zU5~JBzJ!d{Q>$30^{cLxr*O^w)Fe
zWf3k!<Tze6E&Aau+4BPtYSd#73>NZ`)?Vuzh7P$S#X;iC#5^~3@s?vo^1%u!WJOA1
zj6~$=I#DsYQcsyDg=@eQBus1fM-287jv7@L9k{P#78!|Br5`>8nUIx+R35y4uftSD
zF=TPsap!c#DqEu?mwxAp-k89dAky)afJ%~7+6_$fKTvGC1J#2fVqjViElUBGP>d6y
zU$k|U$HK(5>wGsY_yD`^(~k4TtGHH(q)P<vQT;Roi~-(Cxk0r}0dJ}HzW9wYfz<k~
zudAtKiJ-)8Vv8+=N!EEi1W|%aYom`R%*B)nB_bcS<(_KA3O9*E6HnY-IJ3m<VRwoQ
zv&D1P-{6ZB1jVDTL`KyYNP273sc+<bkZ@!slgi(=){z9;%hMWir-wH{8YR~n+rUNs
zP_S~knmF@wBLLFYA|%y*oyLEp`{AoCAOs>-^})G&M?=JnnvsG+k$!d$h_WGLkx?df
z^cqA*dcR5_iz@0ew;|He5>f>tlTUreoSoz3i{UWK#ZIv=Py&g+#ER==`=iyFMt!tW
zh?k1!h;3th+8tF`5Ko!Yv;DBD_#{8Z)_8<ydHKkbciWgy<7p<$>bOA$2liFQlMzkM
zU}$_UnuUln>oXb}uGC@i84(t8O>$t3j(lddyfAv07NhB$V*Ndh5k`r8>q46VPBsHD
zu@Zy-4WN0%%^BiNPPRIHD}{;K@Q0&yF&CSj)?Tf$^=FN#nBI7|Dr%4;m@;#MsEm~D
z-MAyMKQ-4oOYrTct8h_r8|JwNfVRB7Ttzzi32OMySeo*ax!Ml|e(hSo4U}26X+@jV
zfy>el?j=ufQx|?z?v616ed~0Z`imYy#v}krh*%Xlg{HcP^UXo+fkbqtl@MN^EU3_4
zIjOhJqgEj69w-yOye9k0^LMRH-gB`HjY$31Zmt#d0-gNh$%`8gYCTwOo=zVwp_*dV
z*Alq9Qc-E`56`kS05LA%tBISXFP~<>_(o;R65IIfLI`KJOc#z1T3>!xTQYFjt$VB}
zKk--N6U6C_S0-;9hwvJ(aqSmbR6ocvs^O74+&nD_V;D24jgazwP&=F$ArGK!22}>$
zgNSeP2?8U&t!>ohBBj39$ES<F&R6U`%mC~TyM~ku-aH8K8jv6WF*xxnC(paCgr~|4
z<|_$9Zk{8+=oDk>-_uP)$=E~M7*WVyTn04)^<sSdP_CP--&K9wa5ls40`+Zd=&F2^
zGhtJKJVA05KQCT5N+&iQJ~|rj<`5$##ctfYLY0P}grHlGb1Beb3z`elD>?Gy6S$vb
z4^~*L+q|&vr;JULAkeKDJFL41$1yUaE0uO;<@t(Rqde`mRQafuUBewW)&D)xoK_UF
z7g?tS9ac_emRFrDpix?_BMT-Yi4>2`(Q4`Gy<c(RnjD3aZ4Pl4u~zVP!_pl(BCNzq
z1~R$Y*P8}CR4ffFAQSKM^u1vqyia)QaUn_pO;qlVm~9NVKI1zu6qW{6IyWl@VKp+&
zmeHG#34=>e7?htz-4))Diw?fi%W*BLmB~kZnTYyAWI&z9c81o;lu><+@#0z>>SLjk
zpVZ@Ywh#MpsViX@B!P?&0aP#}jJ2;o221gg7pXldB4{uXc~eD9q-(m&Hix?Z@B<8A
z(M@lfWP3#y>LLvd7ThNOij2i9)PqDgtB&6dMRu^3o~+wL`%y@~i+;3?R6S6|Q*?o`
z-r|laMOB<##>D+AWLxwCo_-Skt+F^%3^r4YdQ&{n(<rE!Y~Gw^IRXtk0+nmr^U%2S
z%{BbN|JUAkM@6wMdm{o0n23r<QgWOe1OdqiB9cMU07K3UNKjD}Pyr=L5F|+w$vGpE
zB&!6;2uhHol0<^Mo>7i6-0yqmzIE68=bd5on(peV-qlrm*KTJ2x~hrQ@y?>bH?Fk)
z#jOh34i1-VN9G+A-c_+(;Ir(|imN$9!m*4bqki7`BZ~K+iXwUti5f3*@6a0vq(Z(t
zs<8DuCdDr@oZ;<y^0I~ZK_xJS+@u4At=D3!*2_A%qxTqRo!C`48#$iV+fJQb8?Heb
znrFLZckchpGba2Lc9DX*#kX3NeT6fzmZkZ9)`4pkS6?Vxh&b`%stkXkHNV^U{n+DJ
z0j}bAYb);OY&S!x@>4nAbifbup1Tn9!eTyK{Af>91n=OP?CLp+4F5t&&5-eh+P+TD
z4hE7ntAsn=EQ^q=M?y;S^~cOp8O9o=3=Y5^Gd;|cZ|yf-ZaTPcN^yJ+%NF8!U?}fG
zuwLlIyPGl!`*}hUt?TmMY(3SRTIS!T-&tI|o1S5-{W)zjCgu@+`X?p!uT#l>^q0%%
zZ^Nt$?(v0d^r;{w3l2Ve6gB5K*mX0WAvrb{&YU@_qN-UV^T8itn0$Vz6-pClntFla
zUXqd1L8<hEE4H~53YT)d58?`DPg;7Q{gZ_BlJ^-2P6w1}RV;tNkWjDRtWl5oihF@^
z@|7y<D^foRI;@Xr5CQA_h<p`1dFN3--FiHSh0iO2{^(7Ux+=EdyPEzn1BXu7`Whso
zAA9SDqJl@%);6$8r4(BCfs!NzMkSm|H}}g{Y$o4urqoY+q&IK8|DKHLL!UgI^j4d5
z3YWHjNN7DujHVGV{A{%S^v9)DHnsCJ8Ea)5Up}o=Jj`Lcu~{P$FW;R;!*OWXWj(S}
zf`;otH`T0a<Ev@wlB|hs2|kHh*fjM7bK6oU#mg4DL+in+O2}9VMnO{=9@*~x3@M7~
ze2uh-5Y-#yb>_F1-?@5KD>v0);6ha?SY`S`Zhb-S2Ax>dVJ7uN;kTc~cxg_FDmpM<
zRR}wNAcT_<14fMqa0;*KbqjyWm&F+d$6`UHCW2+pmst9ewgu0OE!;U%<28CJ5#}2@
zv5s>`Wt}akbU&SVf1;N9VwEw2=j{V#56hw}H$q==NM90qJ2qV<eg0kwV>9jYpwy5a
z1*x=Vf)9lyhwT<w8X4DvRf;O*W6h3rC@=7W%QF*J&DLA~{_Rq3I(|OPptR)AHAUPU
z&bF(LqmeCLr$gn;6doIFkJg}^Mo#4)@YkCO(`NBrzM3C=A|geMMx&sjj-~IjeH5);
z1<S&X^swW1O-mwd50qbv=`iH=ElOy*ck8U3wna$-Q1!!!LG+!}&<5oZQc(pJiYB|-
zg9U=%=fiX=Q;0}I1!wb$^evqDC4YI5$Hl6g+yTY0LEht<rL_kQ`>{_d^%Jz-dlqRA
zZzNVq#+n=pG`oaMxE%Q6ZOa_R7Hxx%NnJ{0mndhAjFa4&uY7;>(8&h4U${+SXG6R;
zXQSk!?$h6eI5><xnlM<upo!YA{^Z<P`=_<KdG~W?w2BL5P7Zn{@}HqEH2=1|f?Jld
z5>zlLYAbAbLNl6q-*YC}B4NpT+qC3*UWPaM36fN$4&i?ZnA};$Cx8n64VW_lc?+yY
z{cpgW38+q>tv~R+1a+m=LF~XPBR-uFJ~6PIgFTM@=Y4>UfMTlnH8A{o8Q2KMP5^ZM
zJb(fvSpPZ$<ZHs?2!5Ucs@eX|M*MFApb0B(z-9h602&Da{RaTh=p8)gPlGtvIykF4
zVob5@e+vK&`kw-zBd^fjW<Mlb!Bky-esjh|U!z$4{GBhBWK)fKS&>eT3F9=2{BN?Z
zY$rrde+>*8jTCCTe2PyiUx7QAF_rXeQLoMko_8A2ZHwFmD~qz948tgs+u{_8)15yQ
zMUye|uXjb6ncC9YKyDR&H?Ye4P@W!iyW7N?S@NiQN!motwDH+gmegC1=H5JfE}rwH
zB18+Ssrxc0nJxdWkf+aRn)PxstBJ$$Z&}yf<SUQ0b`SA{u|8aq)1&fqLwS*Yx-#Ac
z_TcuW<x9Wba<l&$)|Ve$+ImWdA+eb()S#-F>|<sIr=jLzz_pxa4K^1nmC@YQBre5*
z4CVcZj&o}9eA_u7GZJ_1;2UwxPh^&cET;<Tqb19EyJ)kn!#}OV)w-VEeLw4dQr&`-
zuU?s|SjLOho0d)iJX&-+H+%&aEjf_YbkF;X*4C3pSH!W5{MN5^daNL~>Sxm46lOP*
zy>0JKi+OfQq760}*&qmi1IvkyoGBG+lzBi|i=Cpp>h|uf7m2u#?&7~1%|ITQKj85H
zQ}{D_2U&9kC~gd-V#Jq;28I&>FH0!k3{auJ>ID;$HR8E`Z748or~WYvFNiN)44lGm
zcoq}_x>Lp&{d*S)a6*6$y2FK+05U-SD%=b}N`S+kr(wW8e#2jEhX(yabVrZ>?i=6K
z&W69v4nKY$38eP>RhAinLha~FxQ*Wxp%K5;NBpKDfjZp)BOd$k$5o(6gfI#~NTFfu
zaG<s_pg#x#1Jnoq)y!`y3gF$T3H@6Syjp*>NYL`P4BkZq_5Kj}y$ckb{#RH0&4Bmv
zj_LpW-r2`HlHg2$5C4s)?;PXzcaHHc#QTcSWANX<_+W&L%XqI5dJWJe@Y0B1SA_w6
z3pn>1*oEE!yAnd$ZzP4@MP+%}%K)%TLy;&49fV3m-PHs~NV<zpy$k+17sy~;Or5P9
zaSqPxfVl}leh1sN6Z8K@o?f61`maIt4`luy$oxN$`TrMW9t@1{KPI2w<Muy@ng2N!
z@egZ%YvAsHp#DM4<EI`dFqiGjLV&N3NaW5;{b!10C{!4T=O8c&NOOu5{)Oh;nH~Sm
z_a9>adiRfpVMxf%B>%_m9}I+v4usml7b78m@gsrx_peDBM8JbXk-($^*|{ks3V0Iv
zH5KD0EyO>l`TvWkc`#@Pn@#*UA*-pbCPm0-3;Y|TjB&w9TVkAn|0n-@q&RqYMq4mw
z=ReKA6_s{gE&2y5{ts6CAFTNQ#U$Hc(9R3SL^0_<2Nnkd5T>6$YyGX5wCh)-{~uf&
z4u!&Y!Nrp!hwYi0X?#C_r+1-yL6PL9t-U?z{AA@cWvrkHMcG{+W96U}-OI^teueL4
zS;f;7`^V|exs{XmpFWQf*V5L0ayEtGyPSZV9-U#BM0Kd0{qgSQc9X9&X;;h3SdVk_
z7qfc9<-Q-QZ+$H!E{Jp4EHl{5)vwfh>y49chj>@(kA0Zfe*@l{$MM9-yOr(m;gmWk
z#dgx$xT7*pO$#coR3@xBe{YrYKBJHYt7tn)#WvOXm5#Zoh10|u^(^XT$m)k#HpoJc
zO{}Fa=&`xJ9ixQs5))s%)5+Cu_sYxIQ}$PHKMXj&J#?gGYqI=%S=DF1Ndx5aaNnlu
zV6fsRuQXI+f`BRLW^(wE%axx-J`ax3Eh>iBFns*b)s3pRwx!co6E8P+{T3Ab!>7h+
z>2=?vP}~;z_V&=`>}YwJwQ~aZfyasdIY&>0_g>yGuX6u3F(}MhvoOBA@pyI<6(1X>
za^a2w*HjzLmo@R+#SY6#r*vxOPmW>I$PtOSh1trS#8AyQa*?U&^OG5a^aZa_DPd51
zs==TMPPzUoboG>ME$4d$s2cC^r8Ad1hnMhM<&bAwugNxUNVcWACzD#-!1?qtHOKRI
zSVp@}oZ$XE%CBPD6YMthVM>?DiVP#4>TC3(d7!RP+=LYp%x@~atlpQiVL!Aoc+ukt
z1m^FG6C=+qu6v#3HhXE}g{4Md$K99O6A3acl1F6C97?3M4b6IUPp9d=5ZAh?rX{PA
zUw^~sLB5JC)v0&^8pi#cy7Bd6Ezes$pN2YdH=FbYR$yud81}R1hTABU_A%a$n<Ot7
zKQ;~IY#AMXq!cMPGSBguPRApQ&Z7`vrWxGQdjHUf3|km`k+e~qV16=)=4qSOqYkgE
z(+AJzvf8g}HoTThJS(J&oJbH`PCU%1P_bI9ulCiiPriAkrJ?(UxZ@!$?i*Lt6PKel
z26%LjO{8Go_vxE3saK3>lQD?tHKCXoG!Nw`ywVYh$=z0caG?)F8egQ+klFaEDN5ln
z`7F~?&&H4hWMkrV=e|iH%yKIv3*-~HIyS91)BB-2=j45aERP4nYONkg<<-R~O}E#c
zIwCop<5C^jEr%&1@-huo7@P8wD&i-ZxH+x1@A8k{NYYBDv>{Jt)`HJIl*<dPn-oo%
zADF%0T$}rvJM@s<m60)=<ApiJg!Oh!Bk&vcw>rx@FT_{1H{1+3)^q7{l`k){t{Z$e
zhN7*$xL6=nON3r@>Ow}S_3Yvc8hP*WQPeV*=T$oQpO~}$k%>#pXLuSpcIzA?lSg-T
zC3W8c?8Ss7(R5Y4Ky)Ct&{6clsy4&8W#Q?Vk4&T5H!DqgwGbMz3UiN^w0O>Ys;6u=
zf|{cedWKao2)lz(oVU!1TUe4BxYjF|Dc?>|KP{@brknFad_!mT)yP=#{A793^1Z^B
z_4W3m4UZzpFRQ8)T=MCDq(rW9;CV9k9zWZ7y$WWUJ31@d`~_Ojc7TgkkXfKnLF25f
z;<`bD8d<ZvYqPRJ^@+iXjr)(<*;f##Vp1KjJLWY*#nRhF20w{3@qXT?Ef;j0!ni-_
zGeEW~?l&j8Amu{Si%rDUWVYRz$!6?CAJ~=oa4dZfR57m^(t2_B{FR_b7DEq*v$?U&
z&m@%>W4#BAl?LXoPQY#K7<-Rl!?e3IUC-Ahk@a6{y}we+H%qG}oG1pbJIEdKA^PK}
zZSm~<N}5G`aNz2KOOJi_{maeIZ}uJ{o!~DFd`}VDS_M0=X~X1kIIxoxwy#%^rZ&S?
z#LTvyVf<mZ)rU+v!MnO;p<_W0#a}IJKTA?<A*X_5-)BYkrqlN|<1}9-IrU3?w-rde
zta-wkZn5t$?aIT8+j&yo^H^oQ-RkX6Y*2kgGCpT+OH6p=Wo;hd$LSDnv}}9k(8H2^
z@0JG8(Wg-`d8Y32iUGrF4F+j4y|LwJpRKIQxe$Sd5bS{>1}~ZsRb_zHhMGE=io?>w
zfB3bbcA)%m%-66Gr=mJHBaSu1KL35f&wZrIK1#H6oDd5W?1`|xBT?uP5_{7cM#}v7
z?MNv~cDST2+i2yRUHiz*!DVp8mZIYa@6W{_><vc7DHv>~jn!0cF|eD49}#ZZ{EU3Z
za5jrUH{NwByeQ|57F{4D?sk0sOfthmfw|N-638n&hTHTSWw${G^piTv&txR!+$7h*
z*@dOw1zz)sYf7iBI}o7GDyW0*fLsuaex*L-Dyyl(9A11GW*)?P7ImMO&Krtj$h6E8
zIdS>Q^LY^N`J&qOP-%L9ztL;Bi4W3cLJ#>%gDu|hQL$)<+XOx6Z=1-4^&X8f&Mw@i
zTbk)=k-U1{x1vcZ<5klfA2;ZSw67aRn;M)eSv6wlux=1^Gv$sNHij&BGd%EPn5mo3
z^0x&@q)tuNG3ui(4={X}u3%<;v~n-$QM?O+7CAh~Ob(UrH0%B_n9e|voZ85xW!9Fb
zA6Y<(pgw&UcZYVJ&kAW|vcyYA6Yht*sQSDtyz{o8K&IE2VCoI^Yhn+bZ#Enyg<Iez
z&(m;ye)_~&{LnBEeG48lJt%<HoxO63vDB@@u;cdo(@`BcIcwJ%P3=C0x6$JyY(Fb0
zf_W8gAF>i{Lyigt@Fie$lzIclo=hdc!W0+R{p<zLu}mdq@X6A=G4Jhad-{HWRFpB@
zz$yr8o?)&q9lqpPAVj7+ACA!thZf-Cq$sFPWxh_e=M_>6P%0Q`W#v20Z4<Wm@wUS2
zY?K7+*&`Ef`8HFVjbeQHCMdE9H2(yrKi5lH4u=|7=}-M}6c^eMwd&Xh$NbzLbfT8*
zoeZ7%Ob&61=&BBZZ4|!?N@A=Zrd(|ih`&^em6lwX3vQ5aD@j!kme;@DrO>XFb4&km
z!G6Y0QaMczWwBbT(Qh^~@RFXkC3YOITPwuK4os=8!_&HWrz9ozPM%ePK$Nk#*Y&gI
z#oWfaZ~9-ELT}bvL)vHT6Jz2T-Nndx7xo|0SStR$*zmoq!q@lKt+B5Dt*qmptG@_W
z1Gv`uMecUFw=wb?rTra(d`kxRJMQ<*lBK(6C%L_$OgGuLJ}LF>;;1~|G_NHCsnQ7l
z)HPbpIhXPKd7sYbo^GpJVy$jS^ir|^=pG->vbhY2XRTVBDHwGqxankbbi(!I$C$S!
z#eJ7v#j-Gt6c!5iC9tR+qFr$T^Q7PORT(iuX13VT3JRAE@u_QBxni$M$5p+k92spd
zIhWmY;OK^j7Ojg=_T}TRDS{%_YU0t4$h(DP9+avu#;V_X`Js9F+A~pQDem<Pf!n54
z*E|PNp}apdS7~4D%MZ$4nDO4{^TMC(73N!hz;J-DsWs;jWtVU!h@tn!^^46BX|FiC
zCe}Dxqv9)`8&!F_UYUukwhLY#zl#o$OGLlptYJ?qG(2-~73?iK^PT($;}<KR{Gof&
zvnv(~>-pLC@3!BT99}Ux6>@HNwuXJ|-DRU~aw;L!@D=&!{EMA+Ls^k*0lqF;Q_H|r
zdAHy3m<?tW<Yd&8X27+KHggnpjlB4|5BQH6pl?*I(FX<8Qe6Bha(z&BbAqNOWu2Nf
zF?@Yd<nrnYUuP3dw!;}l)do~~!iog+!7Eb|1mmXbsUD?)yW16p^F|+Ny0)7pxsEmS
z`<Dj@S~*-fZ#krKmvdU82A0-sd5y{<!J0|}<`C-6LMDH!{PPimCGLCeyrSA<)|Q5O
zD)BCXq}`8Sj7>JGsi-)vk2wui_A=JhRtT#4|EMl{|A3lRq(EkCDNRdNIkhx)E1Jsj
zbE}}I`8lsxFZ<%icxop3A}q@Mc2;gO-Q4KljhPtCN76%8?4N|KY}88q7D;5Lo=9e;
zFP*#xRpv7HXz*|!I(qeJj6GJU)KBnDut2UK*JAEQcbjv4dUU65Zrp$(oU&Go%PQ8t
z?u)$W5uYLirtHf20Cr3YQRWyvF%a0*{kgmjR4j3eCz(S~Q!whP!{lm<$HQU&ShJPk
z<@1S0;&Ur5o9LE48?15g%fqhWFg1o1k80fxpZr?L5o}8ta5y(JC{&=*I6$$N%i}{@
z4e}{%qd0`JLuX>j&O?P~e(_>MH&ZZK`XCEKwV(XmHx{*0#(I=BNHN+h)hbiUiVZ`I
zT`!roPQnPEB&B^!Xr`98rM#~tZD@u}mhxAd<njk0f}W!Sn`h<g(6M>J)PwD9=F3Nt
zs*JBsSA0jU%!hT58}s%gmWd5Xi&70sAB*bl9j>b$bnvr(w}938VuIn}DrP>i)onM>
z^yDGym3`w$bFEv~MX5XW^b7NyV`#z*po@JyzF9gRgKka601iLIasobjn0NSf=e%N&
z3uFxT;5hKg*D$M~ne&a-uYDu)Ic`D8u}RmPlcID-pXo=O#y|~T(g#WE*quv0PwLvo
z-xlATpvrZS(X;BDl`4+=<&TNl#;vNxclV`p7sEfo8HCNknnN;WTsO*w%V-8?k7`9^
zYWE4f^~y!d-Wqu5C420m0#7rRvP;MA)?$`~Xrvq_j&z(n<ap-j!!7;&h8s4X^||#O
z&DCNljX~xYF}Uz{jxW*T1J`5vKj3`L=-!VSRM<HdpYQ}L<(;#pkfdys^J=vA?lL}O
zB6V-^;?$V;sBykoh-u3rm|=1{P~fA&7mX~H6S!(llYO&14R@d3Rd`Y$)|Yb|QH^rE
zF9fDcI$K@(-r7@SvApgEl!JtSJiY{FQe5=?c>TjV%=5c82SEoZzbf;$$lOVJap&5F
z@YX3io|J<<7-+EkY+QN!>ueLh`!qcr+3TO=W#<C8y^fpRuG#`Eunk)AGM!4MC?cQF
zWwDSA7MvFOTuC2$fz>Fm{<x0NMCULF5e69`=@IeiUSRXh+f)seSEG&)%TH^9F-Trq
zkk+7%O7dCedMVKR+SsR+k9vHV`T5-&QBC_&L<M5)c}r(LAX3>Kp0{`_luch+PIbRy
zRlQODB%<H(RiAbQEPkMlG=jyHW|I6u7{lxERC<xiR2DLNtGp4Jy%^CID!ux0+Itga
zg)hGx(@Rp$U+2f<nuggdqPl!f%OqLXpU-bxh2NKkJd=sI{;YX1Hk6~VRIGRSHlnWb
zvD-@r(7v}NvL{{^hnx?2A&sojj^Y%)cP*HF?nALWt94VNXM~*sY1-1jDPEcLGaAt0
z#CI-&T88S#E(7D~!xy;%Qlmc!hbeM|R!+OQYkZWC$=ePun9BU1GiK9sPbvaraBRX>
z?2a61D(Ka~{4;mHLn}HK0ms=N07bw@++{O@9O3+9bNg@$?Hp0lwq_nz9(h^Vga%lg
zOJSa^O-fta<bY*w%!KrHo;F0rt6u6_Tlj7;xV4|9lTm^y`K7}-1$0k$3472{s*;8z
zDZT>9s&vydls;u6*HjYwj7fX}#hZ!;-^erLDT1b)!6CZhk|j25iLW#HdJlLgZK<yI
ziH8+%UP_B=VTJB9yvM3T>MgOlggNo;<dw4*B|}Y^=y@-2tK}{hce!61;@4<;bNVEW
zSFO^Rs0-7ikul{cx!D5U{F0Gj1)H|{l#ykoWJp8BX%2?k^@+MJ(BT+(ioOM7fWI;0
ztM4FJ{~u1S<NDaMWGQB**F(q)2S)`gSwmh&aEhE;S#r8s>LiAUvuTaL8Na<aA*(M#
zC+|sFYpbyDOg@U<gRyYiUjFdmV%odv^o2#mrAKb(aTdpsWmXh?9DB7D^se-vtMCc>
zqfEw>*V8Z_atUsW`2s>-EDe<Ek3()nW-@boKGL<Lw;FAJzR>7V-E%zh7RSj(Hj$g(
znjWb-J&DL`qv7>&dwuYskRLKmYQz=(SwC$IQ{aDr%no{Z3ABCfiM!BwboK*VBhgi@
zPD6cg-upY&XOspc?7QbpJYVYH;ot#g7l-M2+F8ycb5TC7vuF|FjE;}CpAPw24IdF`
zkUXA!u&?EZo9~@uBRZY%ruF6S2hMjc*2g8vO}kcOBLtWPLtND81ZLKu7`8g<gifzI
zhk0iHff$+_ioxb6<mpHgix&)M?)psi>P=gBe}m6xml)&@sH1($4W205p0^&&Pj5u5
z)>5k>&#}Ja9_|@F6Mg8G>@88-iq-4w=mQfK^c}|Y-*C#@-%l<?W;*Eb7;q>EaWX12
zBpKT==!W>KXNJX9I!%~$QFrH#p5p20@H-CT2)(4nF`q1R*NQ`_XGXiYyq;{;Fr&mg
z$StZfm12@>=0|$Q$vc>1<%%PkPYr}^rN-Ee-lLCCS4B{nr(HBk{oEp1=EI*`JLj0o
zl`%S6!WM8anuh`PhBg&!#|Dm+Y9n278hrXgT~ws*E~@FYJO7z{%hz+KsC(VSI=0+~
zioCL^nVJKy)7K|fISQMLS>|)9dKZSN8L0W33u~+_mo$JY-04)-6~8%tpB3VA=QsoJ
z@>?%o7Z*8I5kc8O%sX_O1dxus9yQ79!B$e2I*hahvqCRbPhOy?l5_5Lyr+T)Px|57
z%$J=lniTmUjFb`F!`EzTl^N)ASgPN@=4ESwR~Txo=0&UF@L7!0O1$FH;YpCn$w*f}
z=_9gV+-{TldN5@Mkggcg<maso%#kaEnAg}wD7{rjviP-s>3-%$a^PEYw863Nb`;yd
zl_8I#6kZ;3oP}R+o5V@72Qx?9=Tb54&kcC57~06vl1llCRj>6{QfACca}GFj@C`CW
zOs??Bn5U1D=2!1Ot0(`|MMJH{!gb$q&Y0<*nW^~2Eoq4rDhEzw<H$~#!A?2Mz$^1!
zIliD#`X;KL?XWOE#E<wTNZ;iXez&ICWS!<XJErESf>F5)!PZ6Io%Bu#9X{y}Ww_+h
z=;*1|j`QX>^KWkQFtc2DHbdOHt}xFc8a&|*{?1wCa+pfW9rk%Nz{K-Rj|p#vMo>4|
z+BL;(hmX8PlDwi|&%$%ITz;`jj?G5?w7eI-LIOjdl6<-T#)rWr3-_cZXRB{&;h;|P
zi2@l!sPLMFC0tjz?Crq(#t-MSKdzx$6q%0%&CRX5A>KzxeL!vceR_Y;b`6r2D%Yaa
z|H3=Fu5TfHUP13jU{;S|SAnuISffSBGAFq>Qba&d6|D>9xTf-8T0ZgxIRYvsL<)PF
z)O^x<qmSG{f+z3kV&<{@Q`W_uwKVIYUsaSo)}A}!qSUa!IQZp2=MvOygzN-~)A4l3
zzl2upEZY!%vi&!Jk_3bvuw?ze0hA=*zks&>9iSwPodCGOFRFu$pzJ@F@qZpcfTN%A
zO8hx6aP&J_EU=>bGvzBDd8z8`V5*MAv0o8Um62l?(ZIUn3<!`+X#kRmwa2*tqQBP6
z{yshu{-3}{?qGKaUQ@C%b78+iSgZpeNci8!+2MqnU?*hzRRhpV1R|Pn&H!&mR{&Cq
z*ufj9Vl1#O`1``zn>m<Rvr~aVy8w5D^XxkiQo;}K(ij}Z*1=-8&@O<Jv@;fihbZy>
z*d}o#F(WZ2!I9XIu#<pEgh^n)A3KQ<uw5nm3ID+%OkzsnKw`&7u)dkADHgbd6%Mex
zkR!&`)<FmihqLSdq&S+H3%i&L+hcJ;whmV@7FJkcQwKYJK0x-OgP9Blhh^uLIST=S
zp&%Ft4u*kHaEJg1!UF>F04xLrtsLzC8@}IWad*a=Qvt|a5Sj{DfB*FXmgeD5IJ-GJ
zfd)oFz<A&-{=;tnllGI5z=znOfguQ>`05@$7(Qz;kt_@X^e`eC2n={~Hw_Gj?vVxh
zJm3-{J}?Y$BoPgQ?<Yhw7=DQCra>TkX<#7HH4z^K4FfE)M;1=p1_Xt|W0`li0R^Z;
zG$;y=ueG|14}yl{3$E^>K~WHVlImSF2pRz=mPLR7_#+V?6otSiiQXlP06`GMHh`j`
zdu)#aP>;kmMSxIHVj2>Sg6(Mo44^ED+C`yZdu)mVLGkHucj<>hg8^s=5e?|)L^cJ3
zVGsbDNW_PR!}jn&5lCVmp+RtBn}We86h0vTsSD5sAiRf$L=fE@APa-<X%`NL5cv%Z
zM#Er4vV;cl_)2_l_%*fw1E7if6)?8YFk)RGNIYbBx6Tj%`b%U}03`v(N6B6H2J}dL
zR3)Mz5k$TOL(qU3_VA(c5dB@UP!I(FmccF>1Py@`%K}jgLS!p~5U~wlsJ%KvQBVLH
zwYv=fD79A?z<hi8&_ImcEeiu75qtR1NaFqn1Q+C<{s#l0@v|iU^OxUXVAP&*`IBR}
zf8l5(0NEmvMT5Y^{)GYYfT-_+;UE}s8(<h30o%g|MnH($fP>(8xH$gvm(Fkqa!<d9
zgOPj22ONTi63G%SMC>;t7_!G!2oNw$5w#1%t3Bfgh%b9=fB+$hV+j}m-s?962rw3L
z8-UKlK0<)e_~(FKHb6ij|AGd>r^(;V2ZIvNWk95Z?irT|7*J+>w=Cg8#I^$N767~L
zZUYHMAc)5i5}1F9bw)x^_=nY9`T>Z$JvIQWw?{uD6h!Pxye1H$c>#=sqVaj`cDDf-
zka)}h;P^dp1AzSP@f!*PA)Xt7XA9_`KEgR;tZcE)RD?%BMSF7x;K>AV1OA;KH3tVA
za0D0vf23~Zi6uO>h$zaiUlB7mMVOhGgE0UY5`jRP0@2b814e^Q&>#rb3=W2ii(!yh
z48{a$282;lgee?uY7R%D%wc8-6NniW1%-$c9)ewP7-t;enF!DfjsR0}amikiqxvr%
C6Mabl

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml
new file mode 100644
index 00000000..ac5c31cc
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml
@@ -0,0 +1,207 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_eu-027-reg.xml'>
+   <table id='1'>
+      <region id='1' page='3'>
+         <instruction instr-id='220'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='309'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='327'/>
+         <instruction instr-id='333'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='351'/>
+         <instruction instr-id='357'/>
+         <instruction instr-id='363'/>
+         <instruction instr-id='369'/>
+         <instruction instr-id='375'/>
+         <instruction instr-id='381'/>
+         <instruction instr-id='387'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='417'/>
+         <instruction instr-id='423'/>
+         <instruction instr-id='429'/>
+         <instruction instr-id='435'/>
+         <instruction instr-id='441'/>
+         <instruction instr-id='447'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='483'/>
+         <instruction instr-id='489'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='501'/>
+         <instruction instr-id='507'/>
+         <instruction instr-id='513'/>
+         <instruction instr-id='519'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='537'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='549'/>
+         <instruction instr-id='555'/>
+         <instruction instr-id='561'/>
+         <instruction instr-id='567'/>
+         <instruction instr-id='573'/>
+         <instruction instr-id='579'/>
+         <instruction instr-id='585'/>
+         <instruction instr-id='591'/>
+         <instruction instr-id='597'/>
+         <instruction instr-id='609'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='621'/>
+         <instruction instr-id='627'/>
+         <instruction instr-id='633'/>
+         <instruction instr-id='639'/>
+         <instruction instr-id='645'/>
+         <instruction instr-id='651'/>
+         <instruction instr-id='657'/>
+         <instruction instr-id='663'/>
+         <instruction instr-id='669'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='681'/>
+         <instruction instr-id='687'/>
+         <instruction instr-id='693'/>
+         <instruction instr-id='699'/>
+         <instruction instr-id='705'/>
+         <instruction instr-id='711'/>
+         <instruction instr-id='717'/>
+         <instruction instr-id='723'/>
+         <instruction instr-id='729'/>
+         <instruction instr-id='735'/>
+         <instruction instr-id='741'/>
+         <instruction instr-id='747'/>
+         <instruction instr-id='753'/>
+         <instruction instr-id='759'/>
+         <instruction instr-id='765'/>
+         <instruction instr-id='771'/>
+         <instruction instr-id='777'/>
+         <instruction instr-id='783'/>
+         <instruction instr-id='789'/>
+         <instruction instr-id='795'/>
+         <instruction instr-id='801'/>
+         <instruction instr-id='807'/>
+         <instruction instr-id='813'/>
+         <instruction instr-id='819'/>
+         <instruction instr-id='825'/>
+         <instruction instr-id='837'/>
+         <instruction instr-id='843'/>
+         <instruction instr-id='849'/>
+         <instruction instr-id='855'/>
+         <instruction instr-id='861'/>
+         <instruction instr-id='867'/>
+         <instruction instr-id='873'/>
+         <instruction instr-id='879'/>
+         <instruction instr-id='885'/>
+         <instruction instr-id='891'/>
+         <instruction instr-id='897'/>
+         <instruction instr-id='903'/>
+         <instruction instr-id='909'/>
+         <instruction instr-id='915'/>
+         <instruction instr-id='921'/>
+         <instruction instr-id='927'/>
+         <instruction instr-id='933'/>
+         <instruction instr-id='939'/>
+         <instruction instr-id='945'/>
+         <instruction instr-id='951'/>
+         <instruction instr-id='957'/>
+         <instruction instr-id='963'/>
+         <instruction instr-id='969'/>
+         <instruction instr-id='975'/>
+         <instruction instr-id='987'/>
+         <instruction instr-id='993'/>
+         <instruction instr-id='999'/>
+         <instruction instr-id='1005'/>
+         <instruction instr-id='1011'/>
+         <instruction instr-id='1017'/>
+         <instruction instr-id='1023'/>
+         <instruction instr-id='1029'/>
+         <instruction instr-id='1035'/>
+         <instruction instr-id='1041'/>
+         <instruction instr-id='1047'/>
+         <instruction instr-id='1053'/>
+         <instruction instr-id='1059'/>
+         <instruction instr-id='1065'/>
+         <instruction instr-id='1071'/>
+         <instruction instr-id='1077'/>
+         <instruction instr-id='1083'/>
+         <instruction instr-id='1089'/>
+         <instruction instr-id='1095'/>
+         <instruction instr-id='1101'/>
+         <instruction instr-id='1107'/>
+         <instruction instr-id='1113'/>
+         <instruction instr-id='1119'/>
+         <instruction instr-id='1125'/>
+         <instruction instr-id='1131'/>
+         <instruction instr-id='1137'/>
+         <instruction instr-id='1143'/>
+         <instruction instr-id='1149'/>
+         <instruction instr-id='1155'/>
+         <instruction instr-id='1161'/>
+         <instruction instr-id='1167'/>
+         <instruction instr-id='1173'/>
+         <instruction instr-id='1179'/>
+         <instruction instr-id='1185'/>
+         <instruction instr-id='1191'/>
+         <instruction instr-id='1197'/>
+         <instruction instr-id='1203'/>
+         <instruction instr-id='1209'/>
+         <instruction instr-id='1215'/>
+         <instruction instr-id='1221'/>
+         <instruction instr-id='1227'/>
+         <instruction instr-id='1233'/>
+         <instruction instr-id='1239'/>
+         <instruction instr-id='1245'/>
+         <instruction instr-id='1257'/>
+         <instruction instr-id='1263'/>
+         <instruction instr-id='1269'/>
+         <instruction instr-id='1275'/>
+         <instruction instr-id='1281'/>
+         <instruction instr-id='1287'/>
+         <instruction instr-id='1293'/>
+         <instruction instr-id='1299'/>
+         <instruction instr-id='1305'/>
+         <instruction instr-id='1311'/>
+         <instruction instr-id='1317'/>
+         <instruction instr-id='1323'/>
+         <instruction instr-id='1329'/>
+         <instruction instr-id='1335'/>
+         <instruction instr-id='1341'/>
+         <instruction instr-id='1347'/>
+         <instruction instr-id='1353'/>
+         <instruction instr-id='1359'/>
+         <instruction instr-id='1365'/>
+         <instruction instr-id='1371'/>
+         <instruction instr-id='1377'/>
+         <instruction instr-id='1383'/>
+         <instruction instr-id='1389'/>
+         <instruction instr-id='1395'/>
+         <instruction instr-id='1401'/>
+         <instruction instr-id='1407'/>
+         <instruction instr-id='1413'/>
+         <instruction instr-id='1419'/>
+         <instruction instr-id='1425'/>
+         <instruction instr-id='1431'/>
+         <instruction instr-id='1437'/>
+         <instruction instr-id='1443'/>
+         <instruction instr-id='1449'/>
+         <bounding-box x1='82' y1='349' x2='482' y2='687'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-str.xml
new file mode 100644
index 00000000..2967565a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-str.xml
@@ -0,0 +1,766 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_eu-027-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='3'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="82" x2="118" y1="677" y2="687"/>
+                <content>Variable</content>
+                <instruction instr-id="220" subinstr-id="-1"/>
+                <instruction instr-id="226" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="287" x2="311" y1="677" y2="687"/>
+                <content>Mean</content>
+                <instruction instr-id="232" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="0">
+                <bounding-box x1="327" x2="369" y1="677" y2="687"/>
+                <content>Std. Dev.</content>
+                <instruction instr-id="238" subinstr-id="-1"/>
+                <instruction instr-id="244" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="0">
+                <bounding-box x1="381" x2="399" y1="677" y2="687"/>
+                <content>Min</content>
+                <instruction instr-id="250" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="0">
+                <bounding-box x1="453" x2="472" y1="677" y2="687"/>
+                <content>Max</content>
+                <instruction instr-id="256" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="82" x2="99" y1="662" y2="672"/>
+                <content>Age</content>
+                <instruction instr-id="273" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="290" x2="308" y1="662" y2="672"/>
+                <content>50.8</content>
+                <instruction instr-id="279" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="339" x2="357" y1="662" y2="672"/>
+                <content>15.9</content>
+                <instruction instr-id="285" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="385" x2="395" y1="662" y2="672"/>
+                <content>21</content>
+                <instruction instr-id="291" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="457" x2="467" y1="662" y2="672"/>
+                <content>90</content>
+                <instruction instr-id="297" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="82" x2="101" y1="650" y2="660"/>
+                <content>Men</content>
+                <instruction instr-id="303" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="290" x2="308" y1="650" y2="660"/>
+                <content>0.47</content>
+                <instruction instr-id="309" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="339" x2="357" y1="650" y2="660"/>
+                <content>0.50</content>
+                <instruction instr-id="315" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="387" x2="392" y1="650" y2="660"/>
+                <content>0</content>
+                <instruction instr-id="321" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="460" x2="465" y1="650" y2="660"/>
+                <content>1</content>
+                <instruction instr-id="327" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="82" x2="102" y1="638" y2="648"/>
+                <content>East</content>
+                <instruction instr-id="333" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="290" x2="308" y1="638" y2="648"/>
+                <content>0.28</content>
+                <instruction instr-id="339" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="339" x2="357" y1="638" y2="648"/>
+                <content>0.45</content>
+                <instruction instr-id="345" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="387" x2="392" y1="638" y2="648"/>
+                <content>0</content>
+                <instruction instr-id="351" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="460" x2="465" y1="638" y2="648"/>
+                <content>1</content>
+                <instruction instr-id="357" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="82" x2="106" y1="626" y2="636"/>
+                <content>Rural</content>
+                <instruction instr-id="363" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="290" x2="308" y1="626" y2="636"/>
+                <content>0.15</content>
+                <instruction instr-id="369" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="339" x2="357" y1="626" y2="636"/>
+                <content>0.36</content>
+                <instruction instr-id="375" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="387" x2="392" y1="626" y2="636"/>
+                <content>0</content>
+                <instruction instr-id="381" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="460" x2="465" y1="626" y2="636"/>
+                <content>1</content>
+                <instruction instr-id="387" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="82" x2="117" y1="614" y2="624"/>
+                <content>Married</content>
+                <instruction instr-id="399" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="290" x2="308" y1="614" y2="624"/>
+                <content>0.57</content>
+                <instruction instr-id="405" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="339" x2="357" y1="614" y2="624"/>
+                <content>0.50</content>
+                <instruction instr-id="411" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="387" x2="392" y1="614" y2="624"/>
+                <content>0</content>
+                <instruction instr-id="417" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="460" x2="465" y1="614" y2="624"/>
+                <content>1</content>
+                <instruction instr-id="423" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="82" x2="108" y1="602" y2="612"/>
+                <content>Single</content>
+                <instruction instr-id="429" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="290" x2="308" y1="602" y2="612"/>
+                <content>0.21</content>
+                <instruction instr-id="435" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="339" x2="357" y1="602" y2="612"/>
+                <content>0.40</content>
+                <instruction instr-id="441" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="387" x2="392" y1="602" y2="612"/>
+                <content>0</content>
+                <instruction instr-id="447" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="460" x2="465" y1="602" y2="612"/>
+                <content>1</content>
+                <instruction instr-id="453" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="82" x2="121" y1="590" y2="600"/>
+                <content>Divorced</content>
+                <instruction instr-id="459" subinstr-id="-1"/>
+                <instruction instr-id="465" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="290" x2="308" y1="590" y2="600"/>
+                <content>0.13</content>
+                <instruction instr-id="471" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="339" x2="357" y1="590" y2="600"/>
+                <content>0.33</content>
+                <instruction instr-id="477" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="387" x2="392" y1="590" y2="600"/>
+                <content>0</content>
+                <instruction instr-id="483" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="460" x2="465" y1="590" y2="600"/>
+                <content>1</content>
+                <instruction instr-id="489" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="82" x2="122" y1="578" y2="588"/>
+                <content>Widowed</content>
+                <instruction instr-id="495" subinstr-id="-1"/>
+                <instruction instr-id="501" subinstr-id="-1"/>
+                <instruction instr-id="507" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="290" x2="308" y1="578" y2="588"/>
+                <content>0.08</content>
+                <instruction instr-id="513" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="339" x2="357" y1="578" y2="588"/>
+                <content>0.26</content>
+                <instruction instr-id="519" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="387" x2="392" y1="578" y2="588"/>
+                <content>0</content>
+                <instruction instr-id="525" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="460" x2="465" y1="578" y2="588"/>
+                <content>1</content>
+                <instruction instr-id="531" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="82" x2="125" y1="566" y2="576"/>
+                <content>Separated</content>
+                <instruction instr-id="537" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="290" x2="308" y1="566" y2="576"/>
+                <content>0.03</content>
+                <instruction instr-id="543" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="339" x2="357" y1="566" y2="576"/>
+                <content>0.16</content>
+                <instruction instr-id="549" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="387" x2="392" y1="566" y2="576"/>
+                <content>0</content>
+                <instruction instr-id="555" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="460" x2="465" y1="566" y2="576"/>
+                <content>1</content>
+                <instruction instr-id="561" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="82" x2="115" y1="554" y2="564"/>
+                <content>Partner</content>
+                <instruction instr-id="567" subinstr-id="-1"/>
+                <instruction instr-id="573" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="290" x2="308" y1="554" y2="564"/>
+                <content>0.65</content>
+                <instruction instr-id="579" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="339" x2="357" y1="554" y2="564"/>
+                <content>0.48</content>
+                <instruction instr-id="585" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="387" x2="392" y1="554" y2="564"/>
+                <content>0</content>
+                <instruction instr-id="591" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="460" x2="465" y1="554" y2="564"/>
+                <content>1</content>
+                <instruction instr-id="597" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="82" x2="125" y1="542" y2="552"/>
+                <content>Employed</content>
+                <instruction instr-id="609" subinstr-id="-1"/>
+                <instruction instr-id="615" subinstr-id="-1"/>
+                <instruction instr-id="621" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="290" x2="308" y1="542" y2="552"/>
+                <content>0.55</content>
+                <instruction instr-id="627" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="339" x2="357" y1="542" y2="552"/>
+                <content>0.50</content>
+                <instruction instr-id="633" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="387" x2="392" y1="542" y2="552"/>
+                <content>0</content>
+                <instruction instr-id="639" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="460" x2="465" y1="542" y2="552"/>
+                <content>1</content>
+                <instruction instr-id="645" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="82" x2="118" y1="530" y2="540"/>
+                <content>Fulltime</content>
+                <instruction instr-id="651" subinstr-id="-1"/>
+                <instruction instr-id="657" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="290" x2="308" y1="530" y2="540"/>
+                <content>0.34</content>
+                <instruction instr-id="663" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="339" x2="357" y1="530" y2="540"/>
+                <content>0.47</content>
+                <instruction instr-id="669" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="387" x2="392" y1="530" y2="540"/>
+                <content>0</content>
+                <instruction instr-id="675" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="460" x2="465" y1="530" y2="540"/>
+                <content>1</content>
+                <instruction instr-id="681" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="82" x2="121" y1="518" y2="528"/>
+                <content>Parttime</content>
+                <instruction instr-id="687" subinstr-id="-1"/>
+                <instruction instr-id="693" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="290" x2="308" y1="518" y2="528"/>
+                <content>0.20</content>
+                <instruction instr-id="699" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="339" x2="357" y1="518" y2="528"/>
+                <content>0.40</content>
+                <instruction instr-id="705" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="387" x2="392" y1="518" y2="528"/>
+                <content>0</content>
+                <instruction instr-id="711" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="460" x2="465" y1="518" y2="528"/>
+                <content>1</content>
+                <instruction instr-id="717" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="82" x2="136" y1="506" y2="516"/>
+                <content>Unemployed</content>
+                <instruction instr-id="723" subinstr-id="-1"/>
+                <instruction instr-id="729" subinstr-id="-1"/>
+                <instruction instr-id="735" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="290" x2="308" y1="506" y2="516"/>
+                <content>0.08</content>
+                <instruction instr-id="741" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="339" x2="357" y1="506" y2="516"/>
+                <content>0.28</content>
+                <instruction instr-id="747" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="387" x2="392" y1="506" y2="516"/>
+                <content>0</content>
+                <instruction instr-id="753" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="460" x2="465" y1="506" y2="516"/>
+                <content>1</content>
+                <instruction instr-id="759" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="82" x2="134" y1="494" y2="504"/>
+                <content>Homemaker</content>
+                <instruction instr-id="765" subinstr-id="-1"/>
+                <instruction instr-id="771" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="290" x2="308" y1="494" y2="504"/>
+                <content>0.19</content>
+                <instruction instr-id="777" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="339" x2="357" y1="494" y2="504"/>
+                <content>0.40</content>
+                <instruction instr-id="783" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="387" x2="392" y1="494" y2="504"/>
+                <content>0</content>
+                <instruction instr-id="789" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="460" x2="465" y1="494" y2="504"/>
+                <content>1</content>
+                <instruction instr-id="795" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="82" x2="114" y1="482" y2="492"/>
+                <content>Retired</content>
+                <instruction instr-id="801" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="290" x2="308" y1="482" y2="492"/>
+                <content>0.28</content>
+                <instruction instr-id="807" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="339" x2="357" y1="482" y2="492"/>
+                <content>0.45</content>
+                <instruction instr-id="813" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="387" x2="392" y1="482" y2="492"/>
+                <content>0</content>
+                <instruction instr-id="819" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="460" x2="465" y1="482" y2="492"/>
+                <content>1</content>
+                <instruction instr-id="825" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="82" x2="146" y1="470" y2="480"/>
+                <content>Household size</content>
+                <instruction instr-id="837" subinstr-id="-1"/>
+                <instruction instr-id="843" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="290" x2="308" y1="470" y2="480"/>
+                <content>2.43</content>
+                <instruction instr-id="849" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="339" x2="357" y1="470" y2="480"/>
+                <content>1.22</content>
+                <instruction instr-id="855" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="387" x2="392" y1="470" y2="480"/>
+                <content>1</content>
+                <instruction instr-id="861" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="460" x2="465" y1="470" y2="480"/>
+                <content>9</content>
+                <instruction instr-id="867" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="82" x2="192" y1="458" y2="468"/>
+                <content>Households with children</content>
+                <instruction instr-id="873" subinstr-id="-1"/>
+                <instruction instr-id="879" subinstr-id="-1"/>
+                <instruction instr-id="885" subinstr-id="-1"/>
+                <instruction instr-id="891" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="290" x2="308" y1="458" y2="468"/>
+                <content>0.37</content>
+                <instruction instr-id="897" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="339" x2="357" y1="458" y2="468"/>
+                <content>0.48</content>
+                <instruction instr-id="903" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="387" x2="392" y1="458" y2="468"/>
+                <content>0</content>
+                <instruction instr-id="909" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="460" x2="465" y1="458" y2="468"/>
+                <content>1</content>
+                <instruction instr-id="915" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="82" x2="166" y1="446" y2="456"/>
+                <content>Number of children</content>
+                <instruction instr-id="921" subinstr-id="-1"/>
+                <instruction instr-id="927" subinstr-id="-1"/>
+                <instruction instr-id="933" subinstr-id="-1"/>
+                <instruction instr-id="939" subinstr-id="-1"/>
+                <instruction instr-id="945" subinstr-id="-1"/>
+                <instruction instr-id="951" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="290" x2="308" y1="446" y2="456"/>
+                <content>1.67</content>
+                <instruction instr-id="957" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="339" x2="357" y1="446" y2="456"/>
+                <content>1.38</content>
+                <instruction instr-id="963" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="387" x2="392" y1="446" y2="456"/>
+                <content>0</content>
+                <instruction instr-id="969" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="460" x2="465" y1="446" y2="456"/>
+                <content>8</content>
+                <instruction instr-id="975" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="82" x2="200" y1="433" y2="443"/>
+                <content>Lower secondary education</content>
+                <instruction instr-id="987" subinstr-id="-1"/>
+                <instruction instr-id="993" subinstr-id="-1"/>
+                <instruction instr-id="999" subinstr-id="-1"/>
+                <instruction instr-id="1005" subinstr-id="-1"/>
+                <instruction instr-id="1011" subinstr-id="-1"/>
+                <instruction instr-id="1017" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="290" x2="308" y1="433" y2="443"/>
+                <content>0.08</content>
+                <instruction instr-id="1023" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="339" x2="357" y1="433" y2="443"/>
+                <content>0.27</content>
+                <instruction instr-id="1029" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="387" x2="392" y1="433" y2="443"/>
+                <content>0</content>
+                <instruction instr-id="1035" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="460" x2="465" y1="433" y2="443"/>
+                <content>1</content>
+                <instruction instr-id="1041" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="82" x2="201" y1="421" y2="431"/>
+                <content>Upper secondary education</content>
+                <instruction instr-id="1047" subinstr-id="-1"/>
+                <instruction instr-id="1053" subinstr-id="-1"/>
+                <instruction instr-id="1059" subinstr-id="-1"/>
+                <instruction instr-id="1065" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="290" x2="308" y1="421" y2="431"/>
+                <content>0.60</content>
+                <instruction instr-id="1071" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="339" x2="357" y1="421" y2="431"/>
+                <content>0.49</content>
+                <instruction instr-id="1077" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="387" x2="392" y1="421" y2="431"/>
+                <content>0</content>
+                <instruction instr-id="1083" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="460" x2="465" y1="421" y2="431"/>
+                <content>1</content>
+                <instruction instr-id="1089" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="82" x2="238" y1="409" y2="419"/>
+                <content>Post secondary, non tert. education</content>
+                <instruction instr-id="1095" subinstr-id="-1"/>
+                <instruction instr-id="1101" subinstr-id="-1"/>
+                <instruction instr-id="1107" subinstr-id="-1"/>
+                <instruction instr-id="1113" subinstr-id="-1"/>
+                <instruction instr-id="1119" subinstr-id="-1"/>
+                <instruction instr-id="1125" subinstr-id="-1"/>
+                <instruction instr-id="1131" subinstr-id="-1"/>
+                <instruction instr-id="1137" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="290" x2="308" y1="409" y2="419"/>
+                <content>0.12</content>
+                <instruction instr-id="1143" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="339" x2="357" y1="409" y2="419"/>
+                <content>0.33</content>
+                <instruction instr-id="1149" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="387" x2="392" y1="409" y2="419"/>
+                <content>0</content>
+                <instruction instr-id="1155" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="460" x2="465" y1="409" y2="419"/>
+                <content>1</content>
+                <instruction instr-id="1161" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="82" x2="210" y1="397" y2="407"/>
+                <content>First stage tertiary education</content>
+                <instruction instr-id="1167" subinstr-id="-1"/>
+                <instruction instr-id="1173" subinstr-id="-1"/>
+                <instruction instr-id="1179" subinstr-id="-1"/>
+                <instruction instr-id="1185" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="290" x2="308" y1="397" y2="407"/>
+                <content>0.17</content>
+                <instruction instr-id="1191" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="339" x2="357" y1="397" y2="407"/>
+                <content>0.38</content>
+                <instruction instr-id="1197" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="387" x2="392" y1="397" y2="407"/>
+                <content>0</content>
+                <instruction instr-id="1203" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="460" x2="465" y1="397" y2="407"/>
+                <content>1</content>
+                <instruction instr-id="1209" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="82" x2="153" y1="385" y2="395"/>
+                <content>Other education</content>
+                <instruction instr-id="1215" subinstr-id="-1"/>
+                <instruction instr-id="1221" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="290" x2="308" y1="385" y2="395"/>
+                <content>0.03</content>
+                <instruction instr-id="1227" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="339" x2="357" y1="385" y2="395"/>
+                <content>0.17</content>
+                <instruction instr-id="1233" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="387" x2="392" y1="385" y2="395"/>
+                <content>0</content>
+                <instruction instr-id="1239" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="460" x2="465" y1="385" y2="395"/>
+                <content>1</content>
+                <instruction instr-id="1245" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="82" x2="226" y1="373" y2="383"/>
+                <content>Household income (Euro/month)</content>
+                <instruction instr-id="1257" subinstr-id="-1"/>
+                <instruction instr-id="1263" subinstr-id="-1"/>
+                <instruction instr-id="1269" subinstr-id="-1"/>
+                <instruction instr-id="1275" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="287" x2="310" y1="373" y2="383"/>
+                <content>2,127</content>
+                <instruction instr-id="1281" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="337" x2="360" y1="373" y2="383"/>
+                <content>1,389</content>
+                <instruction instr-id="1287" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="385" x2="395" y1="373" y2="383"/>
+                <content>22</content>
+                <instruction instr-id="1293" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="448" x2="476" y1="373" y2="383"/>
+                <content>22,500</content>
+                <instruction instr-id="1299" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="82" x2="231" y1="361" y2="371"/>
+                <content>Gross wealth - end of 2007 (Euro)</content>
+                <instruction instr-id="1305" subinstr-id="-1"/>
+                <instruction instr-id="1311" subinstr-id="-1"/>
+                <instruction instr-id="1317" subinstr-id="-1"/>
+                <instruction instr-id="1323" subinstr-id="-1"/>
+                <instruction instr-id="1329" subinstr-id="-1"/>
+                <instruction instr-id="1335" subinstr-id="-1"/>
+                <instruction instr-id="1341" subinstr-id="-1"/>
+                <instruction instr-id="1347" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="282" x2="315" y1="361" y2="371"/>
+                <content>187,281</content>
+                <instruction instr-id="1353" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="332" x2="364" y1="361" y2="371"/>
+                <content>384,198</content>
+                <instruction instr-id="1359" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="387" x2="392" y1="361" y2="371"/>
+                <content>0</content>
+                <instruction instr-id="1365" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="442" x2="482" y1="361" y2="371"/>
+                <content>7,720,000</content>
+                <instruction instr-id="1371" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="82" x2="271" y1="349" y2="359"/>
+                <content>Gross financial wealth - end of 2007 (Euro)</content>
+                <instruction instr-id="1377" subinstr-id="-1"/>
+                <instruction instr-id="1383" subinstr-id="-1"/>
+                <instruction instr-id="1389" subinstr-id="-1"/>
+                <instruction instr-id="1395" subinstr-id="-1"/>
+                <instruction instr-id="1401" subinstr-id="-1"/>
+                <instruction instr-id="1407" subinstr-id="-1"/>
+                <instruction instr-id="1413" subinstr-id="-1"/>
+                <instruction instr-id="1419" subinstr-id="-1"/>
+                <instruction instr-id="1425" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="285" x2="313" y1="349" y2="359"/>
+                <content>38,855</content>
+                <instruction instr-id="1431" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="332" x2="365" y1="349" y2="359"/>
+                <content>114,128</content>
+                <instruction instr-id="1437" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="387" x2="392" y1="349" y2="359"/>
+                <content>0</content>
+                <instruction instr-id="1443" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="442" x2="482" y1="349" y2="359"/>
+                <content>2,870,000</content>
+                <instruction instr-id="1449" subinstr-id="-1"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..fe5682b07328d029591d92b52bd5a48a6ea49b0a
GIT binary patch
literal 169511
zcmcG$1yo$yvNnplyVC@BcXxMpcXtUc0fGh#9ta*Bf;$9)y9Esd4ek!FNp|+(oPVEt
z|MA{<(2K6QR#nZKRW+qY*9W<hm;^mD0~;Lq`j4?GI1T_4z|q780LRA%$0%WK=VtB#
zV3e>kb~6_<H+3{Khhvm8cd&G`0<f}jzzGPzxw^TS8{5N4MSfP%O%@SGD21dm%EhV*
z4AW}FszQO+>J*_f0)_u(#%K5BQz(Cynl?RZ^oBLvxn)^<*hQoEkklg(6dJFwc8TN-
zfz3{ZjU<k9{<{#i73Mwy+kG%>9xd(B&##NZ^bc+3_%o2SoN~j4Ud4S$kfqmGNyF68
zv)*(X{)uN>QRhLeDJm6iZq)?mLp|O#SVLRv_cjnj({QwqR5++&sj5E@2G(UdT+PC`
zJ6NC9Mx)+T^1Nk5O{G(WhfcrLhig6vDP>RZ!&H%2vxEdtDv|2zTt8wI-{eRAj0`v)
z-8}udJ;G)k-X)YzDB?8MoQbDGLGT9>)7Iw-L(+7=MGnsJeNQi?rzu%KsQLO{InRFO
zCHC|^zoR;z_}()a9zI4+O!vY1!=p#b^3m1TA1A&7m3uyI21i$SXE(kbtE)%b0i_+F
zASlkIrf}vCX1`qvcqV^Eg#EA3=rT$>n3;Q-n*kWb%ss44%~d2t04(h6faln$=>N^n
z_A->Bj&_bNs!qnH=748CD*sDxx!K?tHLcBnapnY4BGzuMO6D%2j`mKD4(1MS04_L2
zDRXN}D>nc$6Z^lV!Tx*Uln^GEHz!QBZ@1UzJZ5?t-QV|Y@Ssmx*(SrJ4`;NWZY$e<
zx`xFtg`t>w4^z{22+v;O84x%u%&{=GXdde-K$Y7ohkf2A$E+CU{6&o~jZjjKC(F|3
z>U@+fivXYE1I5MGB1_X-xwjfMnRUi8nmg0kJFOOS*@c_|p{8}ws-Gy^iaLzD;pBv}
z$4m68FE&Jpa|^|&*clXxTiQhUsrgTu@)oA2DL?RnsR;Wapqo*|(6$SbQ?><1mQzaV
zw$6Vo$v*X?c8D9&_aGS~%4p#h;g_k7y;a?ZVPTLS!%&g-DeO<&@eY@oc&p(??YB~Z
zlx`F9DtxR7Y$`9?cOG9Vz2O9(;nXg3dVNlDnSi<9_TAU6B+Y(K@KRH}$`2yOSsP&c
zPqPWukrI-caTB{He7r_d8uepIXbG-d{DP|G*0)ozwzx&`x1X<gv!bObOcMrD%~&YX
zUXYI@Q(Q}x%1zf`LOsHSg(L{3y<E#b%_}SXp+P$H;Yt4~fw*2Kgoq@|bN*NuyW6?J
zF)AtnER5}3fzw-6_z$Hns`BqF@&INyMn|VV&(*x0%mIwzUT%`AZou^cC@K$NVqjun
zVqya3jFj37Vc<gXCyTlNKO4dHzZt>I0A%@Z{WCNDUmD=%;tm|s|36M(X8s?I_}%sY
zMI?SR{=W+Z=SveLRha<K=>c39Bvn}f&q4Y{vH&OeADS8P%WReB`Ti%G%&af9h&kFD
zTRQ-BnE=fCaE#&(&l|>bi-nyH*jBan0k(h(6_EaGMNu`jcd|2oUQSeu9V~zGK6~cx
z3&{C<+xeyQKc4)LyAwAjaD{VsFm<zbbok{TrWebU)e1omcsvRW2uSBp#aLfJ{lTr>
zVtvd&z5U|zOP}{(7z*MZv%eFHxws3#0Y(&WaQqE(*&2c)#1r$!chPnjd3Yl`eN2Vb
z(e?yC@W!qwjt!q!b0g*K&=S*!Hwu{wO62VErqV~xEtvAshV8Iw(?|BVn2MT)?TOCP
z$L_JJa-MYiyRoW^d+8itWpxH8Q>x20=^P<xbp{4Csz1$?IUw5V3@yx7S6q}ig5xjr
z_i<F0jMzEA>n;q=)>oGw*f~P;E)0x%RF^LAJ0QPa7+Sfku6)=(0)gh~??Q4e?jbmY
zk>nYih;=UeL2v{?$ulsZ;QVPS^AN$3XXx9gbH!Qa5g2xJe=mb`$&lV5oM!XjOoem#
zp574@XY;^_gLCQP(jk&(^U(64bLHLA5h$`xe-F_~@mIb>SVf<~sqB-oZN4K&MxTKp
zgOg8lt%rz?K0}KuClyz%N8rS_{a*!6O2&K-;SFyG=h{!ok9?1y1#bt&{7*_(?+=j!
zZiiL_AaFq1x&y%A{%NIRX89|vbQx96os3<KpTh`X6tOclwf(c}iOOrs0)FM+i#?C|
z-_9@p$HY)ndS1g`=I_7Fg8zg6<%;%F>faVI1pw=R*-eF?k53N3wegS5z@7T<0~9AW
z%Zrrs0u4)&m%=c{`TA5F15ph%@gAmkyo*eY0$v4d>Vj6a-h4(5)+Ec%GmF5oC~cWu
z{8i{qs(UnphFExn!dk9q5sw%|ntNnUo;V7m!K?Zw-ozGDwRR@f4)5%zJKwe*5cN2f
zSW|H}qruUZft6GbA2+$hdpz}G2@E~z9#<Z;NYD=@$zvC`7xWm`+BQkmvv(Z6r5<T0
zN^CTqX5a#J-hAJGBrtAd@v&Qy;iH$ZeIwy)6dh1Fr9Yjui})&<iIokiR;QZCO7PzK
z6>mSiI4P~E0ASB!;q$;z0sjH6>U7m=KPNZ*LgVR!&?1r1RMcDhVQ``)aF024y9@Tt
zQB<Q7rQS>a-7(2;7lT6tHkUor6F9cFN;H0z;2f(U{sxT6{!0wW{wu~vvnSIma1Il5
zHB6i2DAV}+7WW%?4^bi6zUuH*o!qf@ptqGEoPuC?#9)iW;E^^)#hCAg>^K`w*I#Xe
zxou@y&kZYV)LG~Yesn*!3Y)dWmq*kYtYKT-w5~V~)y3GQkkf`7{bso66$kg)D_-#u
zyNRszaJ6i>Kvh4JJbiw)==07`3eNZ=%i(MR7yimC+y+Z7qs_pyBYZe6m%;jVKJ1dn
z>G>ZgiDrG8YLvu@XYqX7n9$~OtNsk`uY@ZK__@>e-lyv?EefzQe_>51(_%%>I$6E%
zqbD<8@ta<9r+dn<w0~!b69x&2&T+)SMm7<JgSXZxj)dzYM<b_GU^s5m-LqksjD@zT
zkA>N$wU&(;Fy@WXsM{wPrbXb2xCxW~sPOcWaS#4h|KZHnKDT{6&2=ojuhiBMSJNV8
zroT}*hNZoXI>NDP0m+Bn%sOiw^L!)uB4+I;%cZaVx4Z#@bsJyy=>iyYn=f2H1}e<2
z#A|vv*S2+sE-QDH?|d(%<;mx2n!PNjZ+$uR5N)4oON}OLN{=^U;u-jCa}U*#Kl#~2
zEx^h17uJ{B+hDK8egfYl?8!`ygfCk(zo5P}GEH9@l-9I}`o7xD_~xm=z!-jxjqL_m
zzOgCV8g><RiNh&8>8Z!C794TqA6JJz2N~c=SX5NR*cEsbX8yHh{p;|{@@I$DW#N2g
z|NYCw^~}Zu{P4p1>w2btKmYxgot*>lPuFkh=O=%(v2#5iub+Q8IG)##f2V%8pZ{{Q
zumCv!vf!Ei&HXRxUz~razx!um`rDT0UjN)@0cv^X{r&#u?(_Taaj^sC{^keLz`kC%
z<=^(}|7izhW@6@G|Fc*Dw|+KuwwGI|7iimSPhU0l+biw{#iKS$7W%gM_;{fT5=<Bo
z6sdS4s-QrCcmxEbGh|Ri1R%nwM?@VK#XNq-oIL^(bKm4ClA$?c<|2GY#A3^DGz+E6
zbJg#`RFIdoXodGmVEc9U*=JYAZWt1BomeX}g)CNYBFr2Q;W1b#Mn!wwowmJ25@eFl
zBk_oAe!rDy?q)^<A4C!?q@iS1iv~r*x+kX0O66A@0S$HLr=QOZv;DAgTN%HHc5Cd!
z7afbD4mODJ*13;%_v+J(tmf*&9Z*`1W$}1F6_aM<`e7{~x>7J^Q!bG{QHp?zS-o~l
z<ts8@y5L*^J+QDU8qRqAL*$m}jMAzy@N(T7UT5p!<PzT{cNzY?4bl&%eIrkdzz0c&
z(Pn3lqzz-hC_h>)LD(tYiwuC9Kni(Jd!tNJr#5k3SLatyQF&iCP8u@J^a?%6!tCZ^
z+?<`ZhJ@DzK<Prlc?zPw@gpQD_?`-L5CrZc3S1tH47gj|EBZS=xZ0t2Sp#p*l-Eh6
zillLgGp^t8$9_KHjtm$lKOXBLQ$DFtal=>+tIzdgD%4j(&Xcx+_rV+!2|p2=4qN%^
zkOX-)oI`~dr0`vA9V0!KDEtijBlZNvXJQFr30ETm(s3RFDY~F~m<wtv@pa{#YMAAq
zY{_1y8TVq!YF=lQ*x9^lE93?ErvSpcl80!L6SsAQ9B#adCa~B{nP{nfQJ<us!3nAz
z{UC!*&|9~UnA*y)N>?C0IQEhO5&=B{o%)fpV!G>Q>$0ijv;cOfc3Efa$Ap!yOYgh@
zC;G3Dq(VVI_)JH0eEj<T_U`*@jKWql!#M2q7%y~km4KY))Z{X9B5;CN#dz)PRt!3b
zFa#3IJCf&$_x$Dsb>||tS|0%?9ZY*Y#z|&m^u>tnrQchS`rIH~xuB7I^Nv+~8CODA
zb0>?d)xh1+>r!vu5J@ZMFYbD#;-`V{>v+HyMLZ>OC2(bXA#-(xRfxlnv*0X8?U3<=
zGZ^7jY<>aN3m!TlyJq;hSlr{qD<BusEqNksgZxMk5Z3V(n>s~Bg@PtaN6J3`QiV~)
zagudc{`}#5`&@AtCB>wn*3cF7@yB)2b^3KiWWtyCk%oaEAio!wbb66BBgwy+7!?H{
zFK2pN^t}byq8y)4v{GiZvI_ko#}EWE^kP2t%!$xfa=rA#jSpQg^h3xIJR1Erbt;UE
z#4Z*5W`3WNYBBe;%TInA?t`4E9piHdA7Wp_+|?q+No?E{W+sZl^b&E~H11)I>q8?C
zX6V$0c@qy9-UPz043=|Mw!0<!)R%q^xDBzqoql5vo#8jA_j>;H!=t60wE<8Dj~6}P
z)p7)omjese;rJl!-+Y^orOZS6USaLU{+%5;3|;=5r8#{N)WHjM8DXgzlV03*C(`Qm
zx~LEGEeMx6hn@@f!ax!!_G{wdQDP+|C*@Vm=zQ_+TqD5DhxId`C5ECNhgzLsiag=U
zsZU98O>*D4Q*x=JS!f>AM^;9STq)7d=cdgP>H}EZ<l4*fnx^3O)itxHcFCVI5W*|C
zR6|*dp0?zey$k09C}w?Rm8~t_G)x{H_~vyV#jL~T;pg~khILFVej}aP%fIz0sR(W!
zgAO>>(9xxB&1(Fn`%Qahc0u`@-n+CQ<S3AEKGqNzBvk7DFy4vr0a@L0rFd2v-h;=t
zg9;hMKb@kH)D*I3xozA;&BJ=OZ9@fiJ~;-yHnSMshv1pW8nk}2_LLB3D@dEBP_*00
zr{wfd8QIWjK39n9_&8OwVY^p3B3n0D_nvS+A51+_m**2t?-nnp-lQEx`G9RMyKgi$
zgKW8--Od-<y9fZ=D3}av6aAx%h~^ocW6`kTq2od748r%1w{O5bCJc5z=uON=O0W}D
zMRJt9OLLxYF8czVCz$E2zNMZ|ccT5Ce5hk7dq3cgin@HLxg*fU%TEv_b!os5-p#|O
zNQUzSyjq;hmRf{RH423Cn#}}fOD@OKiV~7f6q@Io(80#&rYXa_37vOj72X=XplKrt
zedBs7Fx#A-R?uB?T{k)%4L>L$RCkVU7L)lC?|d2qFDb>45+V<`lNI=GRNCahpd^-U
zE*cVU>=U;z7W{2D%?ZaT#!=FFW3s$^B-yWd+G560#dmRg@}xLE84LF9;pK5vv%ICz
z3m3MWoRbgk!3~|U(CB=~eU}DGXf04|ZthiTG_4-0*-E$)yI@VYLgPrwgpM9B!!<rR
zk%|ZtYYmb)&h8{xJuzWuZ*4~aF*iUl7u3<YOBmx6rtPO0sPc0#wo95Dx5ro`I1f*P
z(~Y6h$?Yv>3=@23yQCz$8xiEFy<KRn%N;f3+xMfNFDEjg*|rP2PVP6<`#Rabqs0&s
zZls&y-M5eC5fa8C)vP2OP)T$gpxp6%jK~B7uZ&*b%=_M<bnS;UxpsBqC!|5z<pxr9
zP9FRAV{ky6ld<6P@mP?MeQv1JL;%d%`fA8=&T5#Gv|xcIKo5@XJxVC_(-jJl3uL$X
z6OnQC2M53@O^!wq3d0jJ3E%k@K<}glrDDJ694@ppa7!lG=^_AmEu9vn;^7Jgd9MgR
zf&gh6DG`O}gjl5U@Cv|p>Ph13{;Zo1&Z<2fz<1jb?(~2O6L)h3V>qSAiNcLl+$JI7
zwFETfqyu{G4bT+RU+kb(4rDNfcdMda>*g>aUAnO-u4ulDc&*(vRCtL*;vyVWf>Oa8
zZ^xyj@)6x{6RAu9B*kYR0viTGjM*6;xEtZ%%@rKlM~mQvX)I^OUq6NWJ$8>%sd}CO
zGJ8Lsez86zYXNOVM!XIqNs9AF+2b}Bl15bHq_U*qr1hjR)bP*YtHjWOOxDpan6pZ<
ziCOuiR<OyX;wPA{qMkdf)*E+IQl^*3P^GnRT{0cVUDEA&t9BJPJFT`DSmR@RD|OJ+
zoV}8L7B8VuujU(4BfB@~<74`5nSa}-O2JT1Zt_#vdBMWr62acMM>Wx=`G70I_u2yP
zD*oP|LOPWzK_kM&xLHa=KfYU~2IYOLk%LzF8vpGc33}2SPzxc4WalKDGPKRB6#53C
z;L7i~V9>tNS^$hR<E#h*9tvY?>Sn%@kq!styvT_nkJ~Wd8?&3X;MYv9>c?z!%EKm0
zhof!RvxUX4G4_tcvOKdrpcI67KXMY^W@{<(%znsGFf7j1UHlqrZ-`K&vg=58x7xTv
z>POb)CKPI<?~BHs=7)?sfud|NJ%C^#q~-x32-2R6DhT)_{y7sjw=Qj1@XlgRH_vxv
z@cjH;VEKdU>#-KU`IO|%Eu**FZaPulzK;P{T`H{{LM^Kt3jS1mejZ2DyEmVt-f2&$
zxrF*LKF;38{V?nkyjxqj_OwhHY4@DFE_J?U#CI0@SOm6H4Z;tlMnwZj$dVdJWD(jY
zBqbsRMK%DDF>zj7xo=^ckl^`Rpe-6H#NQ}a0UvJi#=*|nG%;m+=Vy5BCm2lKO1LdC
ziex_Q525gLet~}TS3Pa>zK?w=1>0L+1^HU2AJfEovah9E39{a3Nfla2_}BTS1LnYR
z??G<Z$mZEpbrbH@@mkzgc>-T?epTU$m(%Vyj7Mf2J}PmuVPfBY*s50@tWL9T4HkS@
zkk=>E18Y1AiCzkk5S|E}vf_s4?3{{^F)q64M}+CGCfiGy>FR~v%DBH%$l^ilLO~lt
zMJHxf@PIFSMVZd1qfy-`!-Q$2WeHk2i9O+3E)M5eC%ZUn@7F*%8#3rK_#Llv6FgoN
z^9$%}B`l*5i#m1$)=Fg4a1eHSX!fW{j6NthmW(A_2_7hx?zRWIOn-bE5v*E;AyolK
zs$zU5rK2hApHNDV7&4ZhQ_rkVQnpTp)}PSh7&EkI-@x;D(E0ydi}}W`SgYH<LM({-
zw4r#?5#S8*K65d=l)?7_zCtiucKxVV@WE?yPui~8IPfSa8YMoUBQTH4P>ltl((HPK
zE<tmsKc{&$3Nx>!#?^6S3kUAa_n;e|j*7d2@-BDD-7~^BeT3K!Ib*V1QGmIn{SXw#
z1(H}gvrnlf`xh1XOR`I}$22lh=oIr64a+7iy*JS@;?!C_Tr(WRN1vH-s)=GKdI5|~
zRR&|P4Bt+A(i)m&XM9Amb~wW*$k(__{GPox@i^@Ym7LrsGvp&wXtqb+E7pzz3yy1(
zVC2cdVJ?KNwliZ)#(E0EkT*Hlqs1f)b!}6J)(!&v*or`T)BmB{wUzj1J73#CzboFb
zaQN5;e*Ni~q$9pkhxhK<Pk?I#gJEdTc85)+kHtvRM{5tAWqj`Fi?b~xMjY3N$r#)4
zO1?=C7XQa;%J*sw(Nx2Pg0^v?vJA&@S<7!-lpA(R)ME$iBIQQ(Ftn2f?2*>jM4Fe<
z9n>bChS{--J5Mg7B=mzWHIixOl;a0aA)9FSwv@sc-iAlwc`MKA4Wgf{NQ4*P|7;yn
z0+ps^CJJ<6xQwZnlszVymx{-**q#rT>Vwh`N&<xMFqv49K!10-<u^7%*6K;^;_FOC
zOk3Or84ixWV9l#fs@k+~0JUh0%!NB0>3r?&$CAkC^y8k-nw!FyK*$JU4Gtz)iRqOf
zN5F%mdE?LVX37uWDv)t9g<Xf#;p;!UsY87OUq_rjKS7?sRX=l#dAgQ`(KTqQwR=qI
zy{b39XOj1hnl<cja=uBB+-f_WT*JJ$VHkVdbo}xo)RQ_wkc1+`55$IsO<C@pvWsvS
z^-oCtuO}Gc+6IBCIE+PD)bmHy<YVK?cHU5q8nB9kd5vp;(h?0>m`Aq?HYh!HDDjdC
zEfK^(Qn)DXPyB_T-ld7gS(PB$dqPY*#gyxi*CX>fHV-MDD?v^R>GSf=Sc*UM=PnGc
zjP8|1@S&FPVEdyt`=eqbcG+)dh(2j)o8vg98XG~u%3#JN<tWcYokN8fl%M=W<YUp=
zNC5-TiGMD2P%qWL6~=o*eN5z8;^zC#kAdd2Q0*>(^-)!kQ_e$C8^PjkxJi~(J|!sM
zEG~Crx@QU99KYVDDjIIm0mjZ`<D^DG3!R15Y`!NHbvsb5ihK?Vm488nW!bDELr7Gg
zV~hlx4h9cP+MmdjMWsDyT1l=$t##{Nd3XwE`LMqck~_!c@%PqYW!5<3hhDF-_Uk8`
zlgx7RL-Yna|5k~liSwxwNZ}C1$H~2ux!A1uttyTalDv>Q;r+xmlav^F%bqQ~iXeOQ
zxp|GnhIw;!up{^|xDA)mN}(YZ$k-nmn2O1#hkB+MahRAi7|u&6I{9za!UOb?tJe#9
z_OKZT>SeetKolSf^3^UO>^;Ijr*1(o<tFmqywlu9GF^Z=hQJ&@FZDCtXBK*M03t7h
z+blxULjy7dM){7pm^orS81&Y+vJ2rBSqK(O&q2<p-07ina4{P(<?zGftl*<R7WS%|
z|HZ+{562IMr<a1hXK(FGIoDt_-Yye=U)cM}ba5-oMet;?*l-fiP84vPNXX@-xh=YQ
zx!Q6G+kIpRYU<7`FyJtZeqe{ESVUsvgj>vtrDz&2A1{AK-%egK9+-BghPT5;Z$$=f
zY#?Qr6^#6YmvC{uXqDpQSZb47uG@0FRky)8)X^r6+4~a=J(rJhINmv=vUS_C${zZP
zbWpP05PP6#tXC$;rj7HW*oO<4#I>G`-)@{jPPlRQb!8Tgxaea)bs;ulPL=N7rP7}+
zpBB^6Y<Igvd&Tx70TP8NB>AG|Owv#AHctbIZlme&1CygM;ZjltaASMn;HDy6&O|Uc
z-?G5GcVXck5wU$=tXTpBgS-~L!BJq-;&?!oGtY6FS;v4?E6t>)4#KD<GbFQTGReZ2
zh@dL%Y9?E1!6oLNnis23*y607f@!BdDJ%-Tyqv1A0jh1VFsVX>7Tr+-YnBU!-&vgR
z_nCNVPvA)VhTNQ|joM>l4Sm|j1`HM9d>UTVnazMS7t{l03Y@(LnoUJ+a~UBoXBh|V
zd$4W=N>Y-FG>HR+`m5SfYmz`a8g~p@q+5>iT~=ioNt>~`EMD+0W+9EQbgGi7IOL$U
z)0*2uub98J;qRWWT<z#Gv`cx<Z?~*(zFz<7=VWU=66E}~P&i~?vM#bOs4*hX%dU$=
zF9x3~1sWHxcTp^gOfnLs074;t%7uFi;w{D3Y-8M(gy9|zWd>1>uv1jS#a6O7kX9jb
z;WVQZvd?80pAd3dZFZ}d2tJB}a1hR;;`k%qC*N+}jG3lm7Ypy7VN){kG9Z{|H+q$e
z(ZxuRub7V27|Iewqq|4omKvG<<noX75%*FbMZ}Z~Vf$=~!sx1^P$cp}c5!)DFKlG<
zah%iE2d$0>3@->4&|;RhNy1w_e7j%6XYzj2xW#CM)I*!7dgwGlKLy$&jTCvGrN5$T
z$lo-@x{FTq7L5M12#}?Gl$T~N$+5p5>-bjiVqNvB9b{1=wxjRqWRCTO(Z7#^{q7>{
z{W|53a0SY7Y~poet^@tDwqq)XC)j!?nIB(&IA%p1SyFcW+zs~Dp&L<!S*HEztxjKI
zjPDH2o0w&xHw?E$TIFpfinNb0^dR6^r7dXK(J!^POq4ezcDH0fiauQgwIoI1dh7s+
z>Ba-$*tr3lx~n%L7ta3*0-U6Yp1^yxff^PojU)1FXP-Yd!rMs|>8~I~n0pC@SlW>C
zOtrgautp|ep~3ziVlOw}Js^BM<`-krk^7!*W_m3DJ?BG(!QFgt*VK>8AJY~3t}E%R
z=1X2FMVPl`t}f(x8%3Cmk?#qLvd%d8wDx0%N)DP5O=vwf@383vJ>>HTcUY5R@2veQ
zNM}J)*(g^`N5KWndLCu;GBGAX@4Jk0n>#fLGtu-uwo|Knv>B=Ef~n;-tG7{xrIbP!
z<QMi^_gS~~q-JFu5}4(u3Gdbr$W&mtl~89pDa4NARZYVMRq>CZkI#G*s;B2XLR~Fu
zSBFkX{vx~$gS^`%0H7X_9T(oGlXcdh>#%Om*Z<kA&4Y|q48R;la5B1^!lfcKw~&U+
zpvX6U-<23kKw-;MukB2c7;8o%&Vxkdgf)EwW9HC?j+9Q4*r-qn83(WqB0rN&NzD(A
zSjL2tQNl)$B2WLOs6@$7(MvZHHqd|F<&6_jok7fW(cKye{U*-q{8~0|E;!*4p2$Zm
z@%6#(XgRu!LVJ_-`NDNbK+KchB1ihCo}%}$OWz4k``7PVg)AhxzKAk@6?`fw-|u@}
zG(38?Wmc3lyd!XRxxo80N)_R-ka!(20%gG7_2^cz(@;fHFC{yK+KV(fIQ;pWT@qxH
z2Q3ngJ=Pv+yS%iuvghVH9V9rBtUn?%rLd5cKQiIxpu5JZ&nH>)bxoBsE2xI}hAlNI
zc!L6~EywS)<M`NjjeYEoPOb$xzKogPK$Yc2bq#|q#?wRiaJe;TRTBvYQ==M&P_y<$
zeRE`D53x4aWc^Gp2YJpm0{CdHHLSu0jrYbJ0`xPi=mc^#jNq4V*X}tAb|_mQ?kai+
z9r-e#VJdJmkkRGp?tn!hYlKQi>|~t!6DubhrrzpOhzM^fTy4f;>&JUY7C1GiKAl!@
z$0t6I%dGhZz@^@>Cbp4~n7~vqk)34CP)X3kp2~TNR#HmHrcRjXF2d%VmF1v?^^J*e
zWzs|}pMd(-B#l1#u9`;vh7zoL!h5W7TW<}gH!5_aREL2jPTtq?w6elYa2N%?)+JN@
zl9L_<3*lU^Mvc>z-q|0=3$EW8xn41?MBj>8By5g-X};^FNX_tp`Jt8H`(Y-Lyw_cb
zLQ0O9fxt>ecpj@W43D^`nNYy&60d7hQ5c+>xTb|ppb8T}dcX8_&~H?XX8t`mJhUl$
ziXOuh=HoodF|AP94nQjrx&cs+70N3m48{YFsMTh);U1IWSMKdvxDnf>FDf^<_<l)!
zJ@LpSz<>XyUOXjmvRrluhNB?O9DKFaeClj$dG2I3G<t#XDm61xXLC3^$PylRb~w^h
zB0t94TUUN0W!`TTBi*26WAMRbq|8#o(Pt@e4CT>5*0&F09{U|qS%$aCERuiG88~Iu
zE2|}psQBLAQ=X>90wo;L;APvfNsBd@$!~ls>h0SZ4AgzBmSn;r_iWd@otDYtwLeEP
zmxggev>3yOzvu?f16-j&>8ko72_5?9P^r#&NVy&Z0|!1VY`=adp1oRMxpA_k`RM(4
zo?v_W)>CQfsA;<*0~xy1(9AIUq0YgrmC~Pq=!ouQu3X#aGHm$+|LdRa(s$&%ARd>y
ziNjL6CGWCKE*0=sOqR*_t0#LPmN`h}@wwk;X*NZ}K_5A3eJ0_DYEZTG91z9In8NJ6
z7hVl6=%D#F*_^$;Zirb<Mv#cbiBkw#AWbA@6M`jCGG*nB|5;1yj;Rnw$5;dModj~)
z@E~Lt=B95#6jGT8nE?xBHHwyq1-up3x@7_ik(0RpB-q?X-)x^J+9831U~@&JA?-Hf
zm4kY}L*m$0KhV8ZcNS7!!Bn5S3hp?&C$kaxBf_4W)lO5`5Utd?k6)~tp|{k7^mZti
z9dnv>_zl_;za1EX2fv$a{4C|v<Q0<XqK#pfLL!Slv3o!y-tXZ0TH^*Q$xz^a9{2cF
zWu|V+40R%DbU7SO20DvbUa-_5N-&d<wTH2q4@-P|BbnH1x-Tp=fF6-A)m$CMcasOa
zDP=1$ynP!8{y!&bD7T5C4X+<reV4x>8~8mGBvvYeLpO%2R=|sL$lG_OVYm1E5PmaF
zroieEPom)Ui6SuB<j$}A;WCRTU0oG#)=FiMog%LoBSz#)Y&dOpLEMk`yFX%)!{W@2
zUJIOmsLQ;djopjgD~SZ#lbx|+Z&8Wj&gQ(+Q!qGWp#{4Kenm4XS_PFFsEzJa!_ky5
zC*0bHX>yP|O($Sh3n_YZ>p_;*!H{D1;A#5BUkY#PoBV?e#y&i?0g1CL<|!*3VqC6K
z${L?=mPRGJRg4Z4*c^52G{9@R0^reNh9wYzLE(;4I_=+r+^p3PL3@lT_8P=$z(}?R
zS#4@^%Aw~hW8AlDG1AY3<0e5FzFP>TI1s=*35qUFAqxl1;WT$A9tK?XuJ&*54x1^y
zHh$>fX=s1=bgQ|(YP|Pk6!(g6zeLxgdVWmJP|)Li-#AXdqpYN=c_X__S%JRa)5*@s
zo3F9>Co(keF{N0AX(~L#$!x>gZWa%7mZ!4|b_{!;N$uOIA^RMsX&U`6AGa^?>Lle$
zUdM2hmd|mTYA5uX$oDRPgD93&AgrDl%-5n4Gd?@(+<3JY%!<m0+zxpIId(nN>{fzR
zB(HqLKkjZcMN#kDDfZSUv)lB8!5nXlzY(D~T%1J65At*E@0iGgp+yZyk?vuAI=LFN
z0JcF5T2Ee&CXaBBd}0qOu^^5jvFYVg3?*s=Z0BzqKJWDsdo9hY6?ld+lW~m?xMkd>
z*vW8Q7HV7>bOGBwZzGSRvTjPoUW2L<<ma#*NHeFdAule&>Dvh5pSOevW7LZlsuuf6
z<!O8Zt4IPMalZmkCK=gXQ6~tzmYO6t+r-$|1N?*#@S?)a#nYm)j#6W(g^B(sPy*Tq
zS?G|KWLTBwW^g}K^jIj64~N+PK+i0N?Vx?@cK>SYLl0)$>aB>n(GPk?gDh0R-X!D`
zWc`^8&yNS^^^`Uu1^9h_I)Xnf_q%B_F<1T1JKc3Zc>AwTW2zOhjnRUry;2>vicSSB
zm8d$#BKZ=E5OpmcY^0<N1tYhoN8qS3sE*35C0+=_5~7dMyCl4tlrPt0_7<I1ZxX9F
z6@rP(91vy{VRF6~af6sxaaOs5cJ}pYZIL-Ge7UJ~i+>Ta`zdjvef=vQ@!Oa}B3u0V
zs*8tt+E8R_FA=0QG$xMzN7dY&jSh=IZf>2oq#&yjUg=_Jm-jN#o@Jj~J{;u3a9fd4
zr&O(@_@;i2I;tH@^g@!b1(3E2#=LqJUBfu5AdZ4KaXG|rW9t+QLE-kuuCH%)_7ly|
z4f&YVJKH%S^>qaAs4{}(hDaZW1IZX(a?->n$e1XuQW1yk1CRXZ{(Xf^^O*Vg5m1XU
zOeP9(#mNL}$ZS%QcCw@|$n5$oEVoq<+BtoJlm^wFU$SRe^H`9YTv8(68H=aIGPEWR
ztgw_kuARi8$rU9jsHP3UZ;eH_L4N6ukOhqHf%|<5wS>2~YD?`9pD$}$y@#lkozGpi
zkA<s*A!afx?O>;YhRqxrq}BHci)r{KrzU0U*)Kwov5eZwGXBX=<xFOetEnVDh)zz)
zI6f$JN?CYVH>dAY4h1Jo2#hTW`f!ezHM>~{PkD}o%0)u$Y{L!YBvP<COs0lXreWDI
z?#U8*2B#ntveRW>z$4pA)J4D=mdQx$NaEoEf7KO&AI~Ev6RF8bk+TmYj_s?7Ec=sc
zIgmFMZz7&Vm`xk1rbNOZD^-iO^e7B^O7s=P-=@Q9AC$OMMfkqMh#C2C%Siu98Ydp7
zJs&L70@~z2m?DCJiD?!Ax4tAKqF%~0;f?tID-%f6N6I0*eL$vTf(8_yn&bvIjtr0B
z#p$TfjH@IKc>LGeOU$=(EBAKy<K5*47u@9f2S=@KzUz;qQ}rt>{?Kg!`u2@%kMz+e
z6C-n&jkcyAE>BqNf=ZxTj%=85K8Ab>a%1l)hNLe@*)<!C7n)b1#NLOJvjaDq!vENa
zrs1q&*Fyt!c?ZR&udnS{mSNRyrj%V~8hLTM$x#;6R`|8jvYeq@w8cjhJJGMv317TJ
zNc9fuOMSe%ZuWJce+n)V3lF|!q$l=3eO1QA6@Ei%eZKSBv{3Q5=4PovIZ}))A#r*(
z59xe`on~F>;yt`7HWU_=XQQV%j+IiH9YvzKkVj(A`sZ|(7;WPi6ACdfIB+$9IJxB{
z;_Uk@2Jo@Qn)*W88t*h6*%PY8_x4v>BeU`5Qe6Gv-IscGl=+0gBHHztOW+Sa?b~{E
z)Z0;YN~AsXqi<TrOrg>kn}(z{y&*>PgDITe`PsxF4+OU&hrHhpna7yc^VxC5DHqtE
z$-j<g6fZ{;aUn*6GIKdj_lt-U+M4C|`=YAggC#AhT!Tf9MY5z=CV}Rd;JZ1bZ?2Sv
z#rhO*H`vM5h4N?sqqd)3Z|=0y*D|M9cl@JA&_FP0p$95_Nzl*2+-pOgF=gz2r}ilB
z>>7oLoy79~+Ll(eOGHMxw9S5qcuwAmFjJFXrA($4SMM8c^3{spX`W<pK(O6svi2gg
zeTaCZi?QOG4au3RRSgO#9M|fwt!bAmLOYQ8>IgvMLVhkkoA_0_JqPbRh@Zx#qg|j~
z1ZXhocwS7_yHKi$dox14)8t^tF9`D&`zvk2suhFw=Lm@O8BSyT`=Qsb@lBJ(p&$!q
z2SOJul)iGvxOjT6)84XbjbY_DC2&#M`1VQ-AOufXRN?k4$)7{#45E~#kSdT{3VUdK
zmtx9Y(RquNR4qD(qTF4Qmy<MIhCbX~_~AmlV;ESbZS{Q;8h8x$v(pE`{^siNWGbFx
zi@Zt9Wcp*yltr40RYOlO$9pamn);$w6&X>XW$W>leLCEuMu6m6DB!CZ>A0?m2DiW)
zYBumXmGW~02h7^^<wy@@Fup8#b(Wra-c<H|=PgW)V#HM(iV0bix&&`Xhu3V(mGB4(
zjOe`$#2<ILec)8-ro}nGj!g7qX~pI`8-{{p&m<?pfVRc?AfekguLD-TeoHvnVr<`u
z;(Ed(3N+q}@{T~YlFTmoktlw9JaJ$W_*QByyx)8+ToxO;!-_bR__p${5)7HHQa+sc
z3s&c6`*g>6V>I1sh!*GD>g)Zy6LA#S6_Ex5K1dj2FA1XR#oWR#2F}{-wUSU%ai!Nf
zy)@0DTGRnCKMM`F3^5H-IzB1MZCk?9pQgR#XxFz&Y@pRRC4}SVe*dY^Q6x&+$9J9p
z3i%Cn7y0n=wZof4=2Q(OwjpY5h&2<)k)fGD)G?Pui1ghQ)fxxL?!_by%&z-Wt3gK-
z8kGF-95^vN7!et)s<k!h*KH~#Mw-@BYtU0O<RO-Y#<lwj6FJb>3EMa+nf)g$!W7|Y
zZK`T}xK4D*Om@4K11K>b)(y$zL3l7j1c@}I0D-AhQ4_Ya?J;P|F5yjHm=w6cvk*?j
zw#&<}`X`!knf}{S_wIq8qlhM6r&hFky(L<@Lj!^1d?$cTe-ziDpn8iw39E9KeB+2(
z3L{<c$^cC9hcBZ1w}Lb20r7QIuVjd)$;rjM#-gW)^ML+IZGM`fw`-7S*h#O)d89DM
zSHP`_T}jbM+^>?Gl#l||kV>#(1A6%)DQbSi<4+2}WC(U*<|!+A2)E!4@+&2r?UB?m
z!z2r7LzF;0?uEKA<zrqqCe6n4khv(}k5@sBQo3p9v=RJ-Ya}|x{;~{}W8jtWh!k&6
ztfD?`_Y?cp`BriZX?9??>TKRXVT0pL;*rES#Yw0zIV(l8-%w+N+9#QPkXY^GPpBE6
znbqm3=_A|Bbb|w!10?;DLtfZqH?QqL@wt!@84`Nm43NZH7xGtqv}vGz#2y3$qUt{+
zG^0!8E3MO(XKS3crU#s$AYla}vAm#v82U}-Cbn)0d04XL93fWG3Vloy!%OhAY5gu8
zZj3C5+yzBU6YNPsqeT8GVdbG%yeFTNuj0*>;?K3Lgla1SJY+{m_K&aw+buS0xRoqY
zknxjKl{FtXy`XiFcTuI-(j$+=4&rBpnu*b-3>Oj0d#*>pqX7cpi|+`t!IYS?ZKFBj
z)GLl#5epsWM6=_{3<-l`KrnC77LkhM_i4Bx_=qK@;-LjWSDw(kc*&z1h@yut*?Mx9
zt%&kB<E^N_dR>8fW^Y4g27#f}pMM9quwHAA8M?6Y8*WQb`*xn0Pz?&5SaN<Ai`g#T
zBN_Xk$I8bjw2;B~nG(#BZ|~bd`oXuI*!6N~K74=(#8VTcHl0hC;fIUiNV`k9q2$=O
zd4hsVqGODn6X%cJs#+Uo7>%P|HKNL(qP$b=-H9o8ZzwSzVT!!hK7uN5J2!LqKy{Hc
zl(MkFOro|zJBnI+Ee3Tmjkzj?tr3;QVA#j5XCTjpx`HdWiqVz9I>t_ig1tk{7Rsl=
z2)=F9yvDq*yI1!m`hdh35qQ$Y>y?*-{W(}i3C=|r<(kU>R46T+H~8u!OQ89Y@H`ZF
z)-jtKi{!DY%C>4aghUPm8BSg#qfrkO>3s6aA|zb|s#^ADJ|1?jVi&7-{vP!N_z)zi
z1WyiRMJS?>5x<cM96Sb-3S~R(U~ckOJ&SFce?&#&r}d{~c3DY=&4i}2N>*AAcZWBY
zUA$L~cx%<Ki^=q2-YbM%cRy{{I-zEct7I#X9d*@v*A~iFqF&SLrmxutkMb^luZ!JO
zZC!b&-FgSUadWXnt*R@{-BjS3-BIw-HKn7wr9=L9)e%XNGJNqK^KRmN&=&7f5nGoA
z>2sug@^QM*k1py>`1Fd#x%9`^^i)sSS2UE^x<ZHS;y|gx88IY9k}I26&#&}X3hxfZ
z0mYfzh4+17omt19K>2<W6HRIJ`iOwHDo<&l_VV`MK}U^0fqs^?jr^x#%3sxl|3Z8@
zI=Cqq+XD-hB{Y=9RHbR9%<VkP-K<TGf%W@t=Jpx@ZeX##1dt0@J7~@VV0o@51R@25
zT}_{HL7bdG<OL8dX6XuGWr1VV`U@n)&I$yMh?)Q9p=V(QGD*7`+gY0mJ6HnC|AEbC
z-BJK9V8NlhvDa_l5i_um@po4uB92}FU3zYIW&k}K*K;i*8#@q-@Lbo(_`78L*`R0r
zF4j(NjxKPFqQ*{tb<N4b`Lf=d<+*b5@6kS&jy{Y2(`e<4UEM^jj9q{oaRcphH*xy~
zcToePLZ18lZP~y21eRm|_QWsaT>-!9Pl1m4mwkT$BCH)O0l-0;ssOPP4!<B0z&k)~
z)-Heb2Xx%aQu9BkuU~+?zri-Y@p+Q2Kzzn8)E5x8;R<xjb0z98d<NqSyw@*D(dWm%
z5gtJ8zasb-#t(>=0sL~yZ$Tv&M^jaEH-Ii95EuwxR5SN-(|>6Y%fG?OfZS&8ra+7!
z6>vxZMOA<n5HP~P&cFpwb~ko$^8o;rhypzf)Itr6t)rRPb2U7b7!L~*GZPah3p+53
z987FFOiYx(7m!612q%0l_Wxh_UV7-?4Emib&rxRO23G5GaRGBg#oX1=-Nn@06~O!#
z_DxAmT#G^4!NO6@+SCp3Ye>LY$s4=5SOYWd*&{$8)356V4b&vz=wkmXqQHFqr9;Ws
z(p<sa-UR3Y;H`hGr~Ny1o`wGu)B<yu3z$~FbUe?bUvrL%QQg(t#g$Rb*u>nJQOwcQ
z-5xlpTp2YTU2K7YFtvJqVrTAZs3sz7D6a$T&eGk*+)&QZ)s?}?%mV1W-`S?6Xkue-
z>h>J9zu=i(pfT^|9SOuy-W;9L-UcU0jqe^IlOdr%k|Bv1BkH*@U-EFAE=0~z1birJ
zwzTl<W3JXby=*=6@N;)pKcKu&@KbpcS1H}3GQF(vP~b3KYIv#PH(#n*c_Xk$n^#Kz
zMo>F!uzQf^wtnFQqMcKXFbu`4j;mbW_%PDD*Atfu+JioIf_p8A%oVBKhsCrMO~DY3
z;mTseC`=o!oQD?@UmoL}Gv-FR2%j?YZNm2o_HAZBnajulb2fQ)cSi3k@j^@{CZIP(
zCwsX!qi1Gr95jnQ+6phn#4+F!nqaX*79nI1lj!@@9!RC78oNmwpWl?WdpuC@BtTEc
z{akQ8Q!&$}v_zX(dkB>xz{}IIZxv*M;(bNWu<(xIL*!^B&h}UEo5{C<p~WGvgXv}R
zFgBcGz^_CG*PTvL^E5gY#O+|jK5JyjVfLZTmtdTXA&z1Yz73fG9nA;lP0msvC?oe)
zLFt1FRCX6@j?u<Wgt<rSyh`}&89MY@UWC*Xa$oIY;Z0dt?_`pZn^7tVj`|#i^Qv{6
zB2!9dtfut#E7Z3Okj|cAPO-B-BEsVlCUU}Dv=FhR0|X5Cm8P!VG5b*5me?4arJt+l
zKfGH5pKB;Ksgq5Ujs3_DK^vdIjV$ha+Pxcy2WpJs;gWBpV$VPiio?9KQv<;-b&Ngs
zWrZT@xY%V}Pj{jkB2@V^IhHnBnf5}EF@#Z7(>f&&*V?GIXq8j_@#*|F5+W-Z-6W>+
zG{_+C7G1WtqFe|gjV__=nHQ+jn^+7dj36-<{M9mV2-v7OZfaj@je7&omM(1tWPGDW
zrO;}K__fT@+0rDc%!FiGAsjM6c1+wLQ#1*1v0@M=zJb+lM{a%CBfKDVsV6mc1s-wg
zQdyyVG1BeCCel`ZzJB~q#r7vP)gMOi5>m-eSI}8uE5zI(JNs31A~iQCR1(5!-$ZCr
z9I-OzG1T+4g2k)$-^&bJ^q~bR7hI#UR#@ZFAI4K1#aGpgMwBev`3KFysL#dU<sxmo
zRYXfejo&~8d2>(-ZVC$%vd?%O^9sAbo(|;Q+N(&c3}-f*$YD~L6v{j5uZgQYa41k|
z#BnAKU`A3g*hR3Sj)jC)xnO}L?Cm_pW)WI7KsVOaB?R<It7-`xL5<D+{B*tex*JXi
z4ATG&QDT@Mok+NQ-CZW(X2m_lZN5j%IKQNBjJ28DvksxH=`B3ph16i~t9rjwVt*cE
z@#RW61r0yW%G4H|_i&zU-0h{r3LZaa#?B3V_6EXyj14{|225upj{ZQPDxGZLRQ({}
zc3R=<u+g)Ht5aSeD{(j{L+>rR72O<eLHZE6c=(;jT2Kx)?=p{MZBIa#x^Q&1ZtCN5
z1%YRI3A4a(1utGi!SaYRF=$1%tDdKs`@5w3;60CnX40Zyclo<1e`W}rCYf0oft!Mj
zwcg(4-ER*w2QkfUO79zx?+!K(E^ho!YaI{45#C>Z-{x{(-{Kk?33;U%0qct=i<{AB
zX<at?Q3og1<$ww@Z-N7z?~q!at6b4Yf!8)o9w)(q)Z#m?jM-N1QFGDf&%_|LPb@TI
zp83{b*?Ex)lEUSR)-DNSi4@p4)JQ-0$X|nH=MFgIw#rE<iYfS`jHL5T>6nY8<#B?K
zO{iH*MIzmV7G6dfoeoS<omMNd9wW%N%Xcyh6i_qxzJi}h<uY$ZF;rlom7in6VilIa
zyW$zDaJ;%ZFwkEv<_x%h^l<5ArnZ2}X}6vf0?@LSt4%volNPOoL)IdF)t&9;Y(Vz3
zTs)cq7N)H_mC8M6_^lZDHMXv1m!3`Csq*h8GEcI4aB{0CaDZ#xTl;C$guiP2gzxyY
z;&}APpA6rwiA+56P~P0J#9|$gC*V-MvGw@VC#uqN4tYEE__5bfP)T{EW12DCU`;;<
zb!xoje!#KtUMI4FOQ1Y!`hDk8?{Kak30)$+=n<aH=?DoOQ*X={iu2_Fi7ctt|9F!7
zgMHIw=VE1G;pXP%dPa?~GjISAxvZQoNiNpE8D5YqoSY0?KwjWEftBgE7!wc=^Nd6J
zkBgI?3Bbn2#=r{fgq!WxV<60g;Tif1gzj+y^>F^xJy4LFiRDid2r6M^;0AI5x7-(8
zFFJlfK6m=Uy8meYvp6dk7X#OCqh65DqW^^-=m^%|L;jDR|8vOyt^GpmpUD>;vvL0I
zqZi~0hG)NWGI9M0-b<fy{OvdnE~Y;r<zWBYwVYgR44i-YAE<?ugP8$%!eV+3;6M7D
zgM}Ty&CKyq=7k|I`gn1dla=F_(tl5;msUR854@O}SbnDx8~3mF^F0pc-xdLdUpVU7
zt^d9GA5UH+^ULh}SBk&5`=1&7FQyktUortL{wrx;Fucsae`)xY3on}g5@qFP{^L<r
z?!V{9%T)YFu@^36|Ch2C<conlcm5pNmy_}Z!0Qh-?tlFU9zakwClDn4``>v0KgRtb
zpFh-bv;W;>28M@~>*ZN;A^H+hNe^}o@~uf1?BQ%<3-E_GrsXw23I^ipyF(WVR~KP0
z@Ro4!(&(^n;_#EfOq;m+l<nezkAiAERVi~sDsMU%IU(T^juuXuH>e5RC%Rz}3kwbj
z3kwY|I5>A(PTuc=CSGvzIZ>r`dEiIHP$mpQ=$!F#OJ5MpioWlF#Je|uS5<*(ad~Su
zdZnd-mJJW{J+ZpEtwBa)cxh#TW8i?+#3Bi4dciSEQaWPW%F=S8j6Ai26^~ef(DCu<
zod-05i|q$7%vw+&fk2{j(&q3-ObmZP%Gt8AKy*8MRD`kdr{(0NG@zhRR8*8ef2}DY
zi7hLP=Mz{|mw_pSxdZ2R0+J5ykBOkfRt^2Ak4wr2DYQJeaN*dLo)?x;6bX+4f;O+6
z0ZOPROmv8}C4>zUL6Ad1imc=U#&d5^_tXH&|NX-Xh!&3aBjQ!uRi)4@QUG^GY8v+f
zZyJ}EF0U3CUD-h(2)VSk1Scb>Phe!o4WlSJucl;tM`U<pT~;J@|M$vad60xxG$80o
zK~G8BHd`hK8(V`rHuhJgVugmrLi#CAOxUiU8=!d_o4TI{6_*wut)OgLIHy(<>)f5r
z-HsoiwX}Fsb?<4qmzE=?d%70B5mJ#p#=%NKJn34%x`8_}v9h|JRDlMLg5<nU!<?!-
z{<)&i*^xxo@g)cD-Y<(F3j{0YRp8?+me9DMm!T#)GN5y$mvHCku4ugjCOZt$$iaRK
ziV0Fjhqv=776}cU{;@A-twrlK=y|Ge%U3X?$BU~YPVjM`G+v&0?<bBY+jhBTG(4M6
zAKd~p?<*D5rYGRP4|R?r7#VFEK~>%BurQ2cKRvy<X#jnqePk@DiM$XTctBO|>*_}B
zJo7}%*?Oo%iVK(xzWtDx3wr-vcmnnFkPyhl(afCXmJtWIU)6npKwyX7<I}-ICDoH-
z=~DoDf?GrFovi%B`^P6qdlN_d?T0u}tK{WnA<NwFFg!@%Pqv>R@9&Z@1Gi=mFP}7N
ze^`L=AfrOdwgfC%9ne@GK(cApd$88tz7BungjDk4wS~^9$t%663`YzEWvhD111HQ(
zqu&WyhfAL^qyg+?Kgv?C8EsiT?j37!bAeJYFi@-<=S+m4KzF`}bj#fms_f9f@BFg!
zeFw?~G;r_?T8pc>^C_K*5;{<N<Nc1~7g!^-hnPkXIg<`l&OqsV&UH{G>HDb0R8YBu
z4pjI+>7Se?kWA7~5_TXIX{!;0on&|TK`!s^VuYIdpCoehF#JiC7~XcEQehVapmI`S
zZ?3|8skp@tnxF9}MQOQpgfN-AjuF~V??8>v-{S<UwtbQScw_~jB1h<7af02X-ABy}
zH>EZPdkihiTzZlUOQ$wIT!Qp+Jj4iPvAHud*FpxbXki6tRX@-^-L*fe2PQDzVLJx~
z1M@n_V{a8>K0tc^Ab|41b~kl6KvY9%aBEfwJBN0s>0uEj3Fg>SPsug#X>Ieqz|#Xd
z>&OvXsSc}yq`z|=x&IMf=Sdj8yMqLJk#XlF<K5=_@19PvhFh_R3;|U^2y{<@IoBE;
zrBE@mgNp-jJICRWQkT$zti@y*f`DT9`T!v%(kD8^Y4bZl8F2SwPcx+WQt%y*r|}RQ
z&-*Nd{%<FOHcHG29Wyyb3OU$yJpoXoqo;A_9X~9<ow-5vg%~#k<+z^`w0R$yrwtEW
zANk7+`w4e$=Tx^>M~olH-Q2*_GZr4g(_<bQ)}N}*?(=RcQ#a?Fo^TN1i>Ep?Bf&Q|
z;667z9vQgY*MR!mGXs#6P&CJ*PF8D#3Yr(v8g(8}anyDlb;eu521W)UufL`T>+Ejr
zUWbEIy}2VsVN;J21W>V#338xq99%#{gk3#?2QO@%@p3DX5$6o8sy%rNWHhw|7H(b6
z;bWX1KN3IgX`-R*K(d7xX1cQdfUhn=v~H=y>bf$UC&W%IoS%^?Fh16Iv-S+|g-;Yy
zO+N8o-VB$TRN@>QtcSQLKSn#LJ#u#C9}Z7}NS^)RuPEXCDY2#e7#>~gVHG}B{O2vq
z8Vt^K*wuY@)&pCJ9Z5!4$AHQPSBq<h`lx8f)qe8nr#)I-BE*bE^>3x?Nupjf872{v
z*ZIV1e4_7c)48KW;STzQU}U2_*24H)?@aON@9t=;?Fa~4pQJH#b1M&_Y|nej#(rYE
zYs@L=x#;N=i1h1zo{*L?oCq<~-uGTj=uUowth9I(S+^s*O~Qo2=mVcUr?H)p3h&Ft
zi<{_0O3BJ36N16?7ra#vk+&v&^A5fQ%|g9YnXFkCF@rw-`2PVXK-j;a!$Nem?T2QU
zg-r^<63<lKD_{mm$Lct+smu3gz4PkOa6iLcSW3(NP~-4+m%moAP@fQir6&umgq2>z
z$}(>{Val5_w=sxLEuahr3jLBt68F;^lTd!&_m`rNcr055%*?vnZ+gH-3C=ij{4S&Y
zD;h2oJ2qxe=j}Yv41!;SITc?`zolGU6yRF1Nf>8@QRk*hbbZWSi=k5Cs|7a91eY;g
zY*b(|ikEs5%g1kVEL;wd7qZJp_3X}94n^p{_qKW9$!9#%tk7tU<;Yhd**S@17&~YP
z8War<?dADlez5hUyj;`}^UzWA;iAGbTy!XUQ=Ka$_hW}@V0NdgQks-VBt+5O_G}NF
zDcPyIs0WFCV+^vEy1?W1SZC3bCw-ZWI0aSVqC%hCA^!)zMS}(L!XDh}Kw+$pw~c|U
zwe3px)L@7iD67#F8GFl+WJc{njhdG)c%t}f>i2nMJ{w>?^HXEnBqNjC<i2(l`o-+M
zO#nWQPic^Lag-$U+kv02*9E9QMZ8!<G_7fPiqtO=)TGb!1J_RmN1;T?VA|Q3F$Bj?
zqyYt`R2ggXg>)FNa|u~CTRxe>kHj%e0+p`%wQCr+{GsIn`kgx9<m=)>;TlJ96MIjb
zN!e3gQn@M)1LgRiBXD=Dt0?9Yvq<JA;pJJuuxs?PKBL}j7rvt*`D78Q{T|lr05uX8
zY@2_U3S+P~CizkoU71ZHmn4LNw+598b>n41<gF}n72})5-dZu)aWGl8GBC;>UoPla
z&Kh{KAkB%MiO%EMIq6yagzHGA(&4v~^Ol~Zk{pRKo|kIj<bGAJL5?c?<NM<&2ndtL
z0bltuiCCCR{b18x`CAX|&+8i>7Bbd`tS;7aLe?t|17RB)s;kq5hH#CAuDOzru@H<#
zbKdABbzF0MDf6?l%o1J;xP8Bu23tZ#;^RzfZt{1Lb7whZ`}tWz4D5~dXRLZ@w~E@y
zY5yPII7D+V0cJ!L`s>c;f%+{id+bW=9wd6{Mt3qTdDZ82RZp1xduEY%%<F{ZR|>KZ
z3fVf$Uq)j*d^y)~66f^qdjJqF+0H|sN!f4(?jRF0)u(ji7+2(Qj)rKu=&_}S<$O)T
z#dJlbvfAN^2)&o7-$uw$h4rv1F;8ozRC3BFlat&1Jbe7p#E^i!q1TCXJOdmXio74d
zgT<8_ou_1_uuL?q^7(KlJBph|@9r3&@P)M($7jtwJ}u|N3@7d9R@x$@zHX%Q$yc6l
z<0b1tz4>y9SY|XhBj4{f^)D>5-6|-BO1GoG_ul+;fL1^DY){y0BhN8c)E8??FBo4^
z`Z4!ixKNALi}--snMB@vs&X6O@i<_IMU&~%ps0Xw&CTN}33GgxPOhWR1NrI0#N9w3
zMQ_Eo$stV7&9zNd1IMzSbwH)jvyhC{2(tS@uBiQ)Bs4Z}1It_3g=BNs(m`*|yZ4<-
zYXCw?q>>OEc?S-)D^JQ&hU4k#sw^p=`x2fb9DzZq_#Nue=Qf!qE5*n9Io};6G{D<b
z7D#yyvsru0H`WbBos@&53MWVQy~2%JvtboD1r_!yrWDMJsc&c>jXxj5^yVh4Cooyu
z_GH?%Qz%QY=JFD0iqNQu$}{cpmtmc8pqGhdiR7=}W!mvo`i^uWP?NPRXuolggpMbL
zjRZ>t3*q)vU2u#??dny>rrt5qx_~ehd3h)2=cs^Sgg!T&qJ_HtLJ-%E<h`SC@X8rj
zo>ODkerMvAMGPyf#B!X=lnEwzNu2nV&6|iUZQBf4L1BJEs!#WMRS(ks%WI3z_fL}V
zpyAN$${xx|yJZC{flv#YqA^;c1pfP)G_g=CYJ<zxxb(T_L2Je5s%ThEScUDal2HSY
zW$ntDj0f%VP?LdP_fSPRMtbAgn&GI}1J^eyIaNsN%CEN`!8s4`z+w7$r<WzXV3&7R
z36D()?pT+xA)k!t?0oTH?|>?IbFoIk7TBC@c+%_2CLWVMxEf=aM%CG482!5CEJU<r
zI|ET@RWS;51Ex-aVSK);WutIG6)J342b!9E3%PA$;nQ!C&?=P}m9jRh>D#!u%jbxK
zPkO>aEwcsm1vZ39B{v@BB=6O8O@F4wb!Y}f+fmzDR(54BnNC$it&%hyl+7m3j_7Yb
zKbWwquwYk@1^~)=wwyH!n~FyZ0r9Sewx@Zn=F#a6Z++srU|}lq_X~LE2;{STa1EkS
zFUnjHA`0`$f;|+)J0caNxOm8A<gH&Q6GRp)@i!gpIK9C?$il@)Dm7g3%fam)D~}Z@
zMT>~w410tnyjz>H%cI<HxYya8uculZ2h&=b*bS!a%wrCc1H9m3erB?UvtFEXhcnH>
z>lTCO9_aNEkuIFgW&?-!X1vnN@oL^$bz>26uPDnzbQ1Z_sK=hKw!muYnMh{_a4Ri1
zQv~ASSP_Vi)~+J-k*1Ll1?-gb(Q!HH7kGN%qUmf&!5gk}NK}rk93)_(5o8;!G$%_n
z+-+VQ22vA=AlfyePoA+DuW-9FUc1wsZ7-5OUJLSF(7*E;s-L8QcWkX%&+&pBWKMN`
zk2*Jqi>AdQ>Gl0=<{)JqVEJMn7uDdU>3!R<ggTi?YCz@_fRj?}<Z;!7lt~yCm-b_!
zuY}P>l;<NkrbCmCScMqNW3OA8xiHyX2{+h;t>TB7NV#h8oN2!N&ZC(GyCBI&YG{Oo
zPm0$OMc{lJn}y~tU%G#ug2z{&Jgw8VMez3*<tA<Sp@*QCLArJp@$ffD#UP1E7>8;e
z=2>mD5A{-Dsw9j{7CI`o_ijz12EQXOi)|;JWMgZ)Q|6iHInj-B<@o?kWxQQMgmmJv
zr1ik7m{@o+=sJBnkl08p3~dpNm|;k$wHivv%I=9)YUhKnM?S-<b&g)^xf<GkqQqnR
zn!ih`RFsWAJf_t{D~V>X%2Z_RUG_<(1}=OkQC}sg8()&PY{gm~>oV%VP!aIM+$dkc
zIJh88jY7Rnu|<w6rV5r$HEr%h&!sT^X;A035B*ff8R*|uvp|4Y7<sp#^FjIX27X);
zTtg!7<oe~)#k5>-=Pa`HC#u>8L2z9a;c;Y{#SJ%#{GHe2j84508m?Z-j;9=}afeLA
z8r(x2s+nbz?yu@SmsHv=?`GE1m>i58k|1T}bFmO$sgs4_Yxi?TCO*SgG$<1K%1Jh?
zFJBnirkk#HI~)aIof^wm<r}~*n-pl|f;ad1K82%sY@N%mue9vtu_xTHq>{fwcd-|F
zJ#$UM=<dJ1a?o9eq)lrTD7_nYy}fWu$1oN4jq{#EfF%(VBaZaNHiKo<dZ+vK<eX@a
z8QTG2!_+C%(p5RtoSb1&|3}sMOgg1JztcA;v?gRbbVR@Afb@FqgGa`p-sG=z7UKgx
z-X$Kv#G6L7qCS<wAF{)4ScN=h+F+p}j;`Bo=RfplgPY`&aO2Jv*uy6;f55TyTqJ>k
zhrQ?8m4wp~_Es|pxD3sPNUM0Ta}=FB{E`4ioSf-F!u)X17$KSX9&vU3@vKy0-9#_^
zy~Vw<7ki*|Xbz^|5scPTJ>Rkv(HsVf4mv5D=nco>_0!({rnElkbh#e%JxlU<+Nl|b
z;yq89lOQXXY^&(=b%QGt<XOa5OX{0aFH9Bsw{C)Zm0R3n2~w_oO+mcGs^mNdoEVhh
zkM`b`G}aBc5gtQ_Hr+q8N+RWZRYeU6RYgtgz8!nj8Rg9DWb)Q>C=^#gt?!*JW1L68
zphve>AUEK@EBVP}QxLk*x0p-fzh<0xb}UY*MG!bxwlk-q-AoQGy<WVJJnAM>P|*hW
zZg7@yQHS7Cc)<a)+$9;s=;p*>C8!$~sYB^$+f79A4TC(ALvmz_&>N#QEJLHvWlN0s
zhJY-r{usU}W1{Mb(-Jw+4{H~kz}~N2E5ucCP4I$=2X^07oZ`ap%Jbe$({zS?&3tGm
zykd&tgHgk!LNsi?<=t_ElC7~3KEm)SuM3u-W|kV}8*jl}R&j=iE*(g;Ri|pc$U@=E
z;*WL4cUahQ4|21U7h_4#?gem+;ibSk$IbUTPZb6U?L<!au!yPAbrR$&v-AWI0f!*e
zSjQ09%4L%kmWD%;?5HoN8^~daT7W|;yG-^@iX3uW;9AeX2tS&h<%Knq2<haC4c+GH
zDt7lM4gYU_z56{kCD0fefJu^(WSyjwBd`aO8E_fc8J*pd>1<p%iUYGkiK?a(qMzvk
zqKl(42Ka$$&@6WVvg_#<RI9h6dMaV^R%JR2yYB<kTwc6QH~<RDI#Q*x6MRHGP*DU1
zP^FXDI$&6lp~4)2@vG~T)Ohgs8F7LLnLWXcL*mjlAM#MPT`^rS-+Qej!|yS63ocE}
zRaNDFw@s;Bvg_reOs*p1-(UJ%eFcoAv6$SE^hq~v9B35E+m<l{6IPR^Oy+-m(-waQ
z1@v$L<3<n4lzdO1zpYtQ#@2UjQXxX(?cKJ`dpS*qk!41b?{)De`Mv3Pg_pUHn@kq|
zZ0pJC$0J1p+oV#Z$*2|kR2B-ZlQ1*H+FBaV{!c#|8k=-_8=?#m0%ztaY{mviq&v<d
zm84%`hsL6bjUK*6@*RAr9lv@Pw<X);k^8nb$Y6yGo_rCe40)MK%t|PTBaJ^q4d<D#
z^>n1V>ryzO0w)vhv&onGKn9F7k#}YhVTX2(THy5x)K@XkE?|wtWXs0$6An7QHp|9r
zes&NZgq6lER5Ers&+j&BNOtR=a&M=VyN6GF6Z4=Ys#4Dd#+^(K3=x7Btd5mzA&oN|
z&(gP@?jI2=xZS;1$X%|ISFe-Y;Vt~loO|dvy1WBOo>vWKGavEqJ5Szf&{u$WxaH97
zS@TL?<#Z^8_AXOb8UdAp4hbbSJ6@b8ps@tMxF2lvGDz`;Z(jEL1ZRb&OY7=W#Auv)
zEOdeqAx-#f8{%w?h(>u+1S+a;HGO3hz^T+e-VkcD$B>P`$6}af3%Mh--kz5hUWpB|
z_#XUh+oZ~PoPPW4K@~V)&xl4frncQJ-a5Ky=lw*C!<B%Qhp2NqCstR{XMfmW__a#P
zox?~f9p=7ak)`M-vK!N<8HAUOsL`zp_zm`tH7pel;YL5j1^u0%>GmwjEP1TR2_H-P
zzzu}Y6&{Qi45yl<<bLpRltUMI4ji{a?Z~(|pNo{RS%|z}*Fm**{}R}}y3=#jK6!pJ
zg{I?za!4qC`-3+oYRQ}kMzs)f6_6m}hKhL1P!>y%L9^9jQdTh3Vzu?1M{lOs{S{Vi
zABRUS9ybKFS6!~uM4Noa({d=`t5UGu7KB$MzVkqEzBiN%b@FSQ4GM>RahXh~S%bfy
z6;UU7oR9bxy2khJSkG3SD7yCNFS@+r=li|i3;HrxzFjrgy;}r!;tzluyWa~#;Q2v)
zIU&ZJTM0j?|J-l5#EE~#l;u77)7a!97p-UzDMGJmJOagds$*0lE5F+luj|c;2@yVG
zuFszJmApv^Hk!Z9aP|I>@X!2+UH`s!UdVgrT3_G5r0qI<aE(r7cA$Oh`?ktXNVnAI
zIx=Y(EmE*)pZk>9i9vpnaxniV<hh)&Ai%i3greIxIqz)s+mLISP>aV%YrmoX(?{BP
z%(-Wk;ms07Q;Sf#<+hHskSs@1xTwWq4Y)R+$!p6a%Q2Ik=veo9$(+eF{vLGgNAK09
zvM&=5kF;$NgO)#D*@d)O4Z365OQb)K<)zPGeKzcxaFz!;)@Gz?oL&bY-WA5jPjCsI
z(DWBvr%5}+W<j)+REThq9{P%hsq!<ix;-oO4ct7q?iL09wB?b}zKOTUFU^>Q+<N`~
z{F4rSu}E9uq&OL6knw1fq;sN&lvZ|Gjq7dak`7T7EWyE>bDL!(LdvN{kpo#oy7Im7
zZ_TZ+XiI1Ux5<jRyX2f6wQ6|kI;bDXmT@ZOQ(oD}i_i9j(!st{{W!Vnd3Yy@ZLTRL
zKSxiukL8N_Me3zs!;q<|)VaO~YUl^J)u%q>FAop8L|=SD#7o_T5!vp5XrI%w4-^)J
z1#M{fwXBSH6xzZCU+43NUIR9P8>gD$va^0EEiKx}{*%RGE)j#+{py1vg9iu}IL{EN
z`SFR${(NsDNT=K6eoT{%$EoKuzLmUt)ZfQ@zB8OjfF#6&MBqz<>-0NP1&HhSzDJUF
zpW%E}>3g0?rOH%c8#LwfB5R5!X1gX<8|5vtF-1LHrf71Lje}tl9L`mGJ<A|;(Oe7a
z#`Q9&Zia3Xq}e*p?rJayw99;e<Z$dj(c90RkmN(5SEMYVLbooB(63Qc>5{pUo*BED
zAnp`W=RFl(kUYoUSA0c)QPb{PWv=1>Lepxsp*05`)Xr|vEGgb-6|>B^P^S(-W2p9K
zl7T4H!PEbl9wA&;u}K1RLJa(->JC8%AxiZPu)(K$=EntF+mt^1*9EuJmlvH)4&xYX
z$pE8tudb+INR2GNNGk34hJg<uQo_g@b10lL2>QfnA^R&o1fO_^G>v{j3<=H_@zBaJ
z`(sTv=#%;`V8WiWX)O8lUk<tNNM=|-jxH92-YTz`4AV%&hI1pof6^$-c=V*Hys$)%
z7{PR&;oUH|AuDXITEPsrf^i-|D9mVcbwpxl7LJFPgOuWm*(R;<Q<?Yxu~+uE3(&pt
zarFy*@1Nf*KU=Sc9#O~}Xi+w6-&Wi$!gd}rccF&B+ADw?H>X!;-nfwPB%7hXQinxU
zL2!j-cCv&M`1FA62R-7}VZ$=npDwcR@)Chr**RJHf;%ef(M>N$><12aRUi62NpmeW
zHUmEODP1L`UT<ZMU!zN#mjLSh(z1{l-4BY58n{!%))i4T4xX_4;I2CGsIn~5p1IzP
zI?Ds~!?x8OL(@{NK3M2w>RMWIz$Z`WFZTyDm=T{6wnGgu6iHkvdUSjW`3u7+v0YO5
zM9gKx@Qs<mgZ$wcYyjY#KKdheSIDE!5gBsqc(h|datyfht6GI>yULMcl_F(QRKdMi
zy(^E{brVyg66dT76Vl3DUD#Dbr#d@YLkzW&Lue8Taq|YB2Sq<_Ws{?U8C<eb@T)ZM
zZ3XN>S{ZH<Z6A)FRKLp~AX^&nH7|1VoD3lZvwpNbB6fu3aY-1{@OAJR@#j=CxE4@0
z+CIe!`q-cjXj4&lQYlna)hmv;Q*tbL)>7guV>IvItiTf{*`H525HZB7#NL-fs9X_i
z<fCv~8J!DlWqPxxM%Sd(g{0Sno(n)aMzkH579}&CW`-vYka|Fn;EOIJ8cc&yOqr5w
z!|c4-F?YOwu<8?E@CFxalx9<L*xH334cwt0eQTwMB}Rz^_q8t@%sSie<>eZ9SnswT
z{E>{EA(E^ze3Pgue5-6uG|K2KL$);`NbG<x`4c&Tw9R?m#aYAb=;RON>7^d%Wc*0=
zZDE_H0tRC{l~2mtTHgqvMFu=RHKs!7*3pi(w>K2Arc|GySN89V=>U14CXetlbz5I<
z$QQL5C_PcB-!}#ce~N2c274>pc<bFEESKlNLH{i?hjPVd1|T=ul8tot;~}baY-d$e
z)ak-CO7OVZkcSNMBT|z3_snmj$qktL?x}P0s2Gzbo2<R~Y8reHjo|(Ro*~JT#VAOh
z;|yqHj(k|zOU>?n49K&SU$QPs)<BmZd-5+BZ<TCt(Y*aqZq&1g$ee>AGjV;spc~w3
zXVIKmwaU?PzM+3`>UI{ODS$NGM!A9?lmCLTRm-NC{)#!L0};9HA+g6}cF5(m{uA`e
z_I%$v9%UV|UeG_Qw-MO>slB&ipK@-+;o`9Y*v{_TvVZyznvbV5Ih})g1a*A3P#oEA
zozF=-muo5ZP4m@;o5f@nxm&7YNUu5$XI%wV0}!nJIKQPug&$DICB(HNr_>6_0eA+F
zRdI&zx|_S&6?v**Ez$*vCbkVre|I;Xoy%w~xWY2tDAf%iEQpL5!%YAt5_>9rs)4);
z(?)`Pq%8Vk7ZA&KlyXOiF+I~1Wl@ADRa5ve(RSx>+L(m07fJIvC684TPcCMc?Llir
zF7tsRy2NzvicIyVMjC7O9Lwus!&3H7|KJE)pZTm3SfNp#f%?k!!pZN*Z5?h_$wSfA
z9^aC2nIA4C=Kb$fvfwRpz-DDU?P(tMkRKIE8*)aJqy?^AJMs*ew5A2oS24X*uhG5{
zRoY;JeU;`Y65Q%xC%i;kE%vI}jl5)`AZI()Cs5{)?)dSz%`h$DD9LnW)-LmwcvAKu
zX?}eceJ(}7zvbxQq&7qJ#-%Tvb7U_UB}`NR`a=m<72eTx>;$LQ>(P0rPjrenr*1sf
z=L7BO6jIf8A(FT03w_hp-JddIDT$XU_PEc}oyi2-)d&rz#qXNky;Z}p<OSuLn)c9$
zj#XN5qr>(On75^g_XROC^=0YZhkH@jId>@IkA#V6dC~2Zn7&4Ptf+<EVQ~mWV^AiF
zPCNiHzF~@MaUvm}HZ2C!uNhXwgX>+R9i3rS#zb%^4ZB;Pj=F^<KdRNPqpp7yVigo<
zT!TMhg#stS%WCqF9w<2T5t;;skT@Vd{M-;b_hU?B_SRAxK0cg}-CWt1<Euic{Zb&W
zo|b=EWuW#&T3%Cb0REoUO;{5%;hI)={c@7%$Vg$YFOKD;EXOJvk_R`XEXvHak#p`#
z$MJ4)-wQd^yjvhb1QI3jOzl|ysu)b$&uZgy_W@4ltMyJk3c`q(;ev$ziM+i7Ml0cT
zRr0<uOY(x6WMF5}!bsG7vCnQ|?j(80h9Jh!*i!!+Fh03KR1D5HF++=J5!SLd#ICTz
z4W(qpK0Vhq*dGK+0cY3=*E+)K*(n^CHx{g5^3(SbF%utrP}Z{Kq$JWpW>vn$b6Y#F
z!FUFh?s;igCmE{0IaZgc_$1(Fa-00o7VD>j$~$X;H#7JLa@fNnp76mD@=_({5t=?9
zHIQ#EN-nGFa_>g@c0D9GbmHn&h<FwniSffoiwh^SQ5a`V-|*rs4pzr-4U&6uYZ<l{
zs&S3^r?^yemoVu(PcWS5O6`#8aW!#2nY|v7`3?Ejyj?Sa%#-FS_pjcQ_fTGUT!QN0
z(b~8Aw98>{JLO4|e9KLbjT=Qf$o_tZUuDEN4%zU>`;FKdvPG9^D-k*&HJJ!gpTa)v
z2n-QgN;!yc(OlF}`Y{i2FIF^u_etVJt6HdhV<{^7VDvCl1nSHaNb;ta;kxyk#oT2S
zk7n%$D(d@^2>h^c3V5EvMi*Ki&?~_2->lBXR9#k?7DS$OS1jbb{=kp5UIl)ICarzk
zged7~Gcc}5xn5L4QI-qsWK-qi<fK}<Wv0G@I4oUhvP_D!7Pi7WQtl#}IxPPYeBt-B
zRqtesJ1Wp&CBpciY~KH~-oU{{XXq{bA?$k_?ZlLI+lqAj66uHMlYV37r{!}A2T7fP
z;@K5`=`UF#OiW@&8>uUveGJ_ZIAK!UbeoMI@j{xd14y4t&a^auA76$9)SRk~&R#><
z3*L0)?NcCDkQ!@Jo9WJaJw-E@&((aDjB_mDpPM$*{WAS|<ZyZlyzafGE;mtXptYuv
zH>(bCr@rAQ3Qd>efv!cREyrUI7@JzLO3p%<naKSd!>r0$fR}?1X~xIdWb;=No4}`g
zfxb|+@88D&+g7ymxOPs{7vrmT)!y2nli9>{o|PkQ{JU|jVBOe^AJtz1WK*r2F3s*T
z)ai!iHWCok3X_Za`^!CtZPLlAx`Stz^#?j5#$%rEYfv<tSEjj(FF`-}U<}%^nI+ms
z_?xfZr3WPHF{Y1Z-NM;Q9T8j@dHK?5YDspZUc;iBAqMQPunri$EJ2tGs7^nLeXap>
z(qUHD&LK-E7hEDg%tc;x7f2FeDa<CI#@VSEX40|t{$xiQDPO0T5%P1VS@Gzs9iGX-
zTKNnjZFraZV5Gtuqe;#XhoWNBD}E_#dEDuk2BM`JFgLWKb~~n%9ykS-e<~ihsxP1l
z@EG0*$E=?@DgG4OM=xR;8I5iJ<<xXT=?Gp!SqM@Vx>t2*B}>CR({HpUCwlN;;5qM_
z#Q$xMC++U^v}aMN??Qi|A4xmq+y<R)r!eKPBZ1Etm*q9u8Rl4YdE1P1bYvYtHVXaE
z$1sG`cBd9(A{&^?_4HWW&8fOIa<3$cWoNM02!FXX{LaaW+0&0?dpHL*1_LHeUs(wI
zxxM>4HWKm~nJFdRZP|_NzQqnx5ibIHvAp1(dFt75EpNvQFF)K4nB(?%lw0gg4?a3h
z6N##P5?jga$xSMLxby&c_d(j}i?9#y+)qqM$1LQMR}ol>m1|$_wP7Um*r@P&<u5tZ
zw!HFKj4i7=6y`RhFbc48t;5_|Sh0waa6&V_!nZsmT`o9AchUTW;;N-80_%A5)?AN3
zY>2j(G%6v{lls~{xs$$Kumk+s#o?_U7ufI`p&OUN#H~8DXkfg+Vs`{A3Xhf?@=b-3
z=`aslLBeGSa=N8yp{*A#xbPt*>9@%_Z}Daxl@nTT9g?7RuKBloVQ$`sa24VS`PEKg
zEqiA%rNmwojOVN@zH`&Vx5ys6iK&y_(Eai{EbHZ)s{H7fc%MaiSk~&(2JpU-P+IHw
z!lR+pjKs3#=h^R2Hin4%Gu599ewY}Dt)A~r`6P`OfV01vIqbm|#a)PIh1ssPs^6s-
zox_nPYL(}wIopG)zQyb88OzNmP2&B&V|=zJ%$kJJgEpZw{%Awf$rH%Pde0zBmIa%>
z=3!c92_$({FP&1yOU%*^rTa9_nKbNBO4&34f0yWm$N>vB8{OeMYpicx+UP`LA-mK{
zXTPd2Dh0u%Vci2kq8YN0M?KLd?ItQLz{{wDm}dJf8@%81OvoMG?VYnZ3$YvEO9MVw
z^4`wAwx7`%n>SzdZY}0~?h~9y%ev(Xu1C5`a@Cgc!|rVX{MQyPcO?5FdPMl-jCIX=
zw@i}}{tzHXLW1_3li|xubAUl29QFL?9cJNJFhdu^K-_VmhROz6V+pH)b}qSzt$TT9
z4Hp^IsL@m~d~V{4+^NlXz8Jk?fJH9e)BIBuIIYKNzxhN4G6$D4#hT=IOQK+z4`X@`
zX?h;O`;9w+-r=Ee6EB9${;zVcaB5D_W+kdLta%d{xv!jsk&VWC=Y*3q<PC)*52?B9
zI|ot&zU^fp#M~LS^MFa3h~Yuo7DGc7HD-L7c-dG@)0mff6dLEi((t1vUxkWdf5=!D
z+(xj~@yH+Mw5Iw(rP$|};Il7?V6bV%+9O#0>Or}~#aeLT&!v=u^|6}F>DU*xT|O(k
zMKRtG@~<JW=l#G%|L$#FpSQd5Up=?<dA;^D13FqE8a3*!7iPOKXsmpF_{{N1bzI2W
zKU=$hS|Fz6YI~it_vUk1zb?;_tN%{RmHRMnwcuCCm_$3yR@M5}b-l|mIBf670%x%O
zPpeadpKV=6Xqh&pxAs~+<>R)raSTLLF&5jDio1Qtoe@FR!XoFK)4_rMTm5Z_>F#o!
zwl`~{lKX)gfj+#^?*RihQD@A=HRX6a&eY*i)Rj8MUR@_Nnr}Omg>s>+Z7#A<buD=r
zsC$V&yVe#!5kbJ>HvnnFoTW0R)!BkM%9e+ii4}+`11~shyTKOf8l7G-AtW<A2X*)6
zOYX`)?3T-6XTYts<jka!HQf_tZnl6$<U%tu_kPC@kvsV0(D%{I*-?8+AmUp*_#rTT
zj}9AfKBHoYG%qBL*7iYM(nC!uQ7|uJz^R<jRlTC7_s0h*i=#`cEL<U4weiV`x3Ppi
z#9vD=Fl(QQkv8WfQ<#~zOZ_xg?3fFWB0StTB(jH}gkK?Z;A{G*6$SR!60ozz93JT4
z;}P^^8eh@p;~@r9%kN2()iS+{_u~7;ip$3@MISg^N!UeRZcp(9mS~oPrXQMbGU%kP
zxrwecI|Zao2(5B0k=NI@x=FlYxx_`UFsw*D%17UOY#KhY@>!W9$96izQuj-FD!{Oo
z>+GHTj&4s$<elR3Z$akxq~rled?@@WJzHpMT`X4{aS1-?t*r`vh<VI^{)Eki-1Hpy
zum<~WG=OpDXJs{woN3GLz}lD7wtkHLQF4)wI!vC^69sJ{b#=~--j*`Y79=c-ZMJ*w
zYfz$|SVQPN!NQ%4Z76H3GP>^S!${2eD1vNUNuFmWMV@I0!rxR&`BF66c5UbanP*3J
z!LnraFBB--Kh)6HI8|Tg1%L5H`5Ms1Xc^Q{NC|<6E#RyjfrxA4Ot^?)xzWe+^aG9Z
z`}tRzFK~)BT(-IuQ9L$82E7KC%8Tb2gn8zHLWsCXcPj0N2T&3@_Y$MxH+=b(T;H>o
z*(p#dxOFehea4OQ?i$`q<z#$;*h8HSiqPryDt*DBs4}V}HK%1PE^@id!&O7cli>~5
z4lD2$Ud<ZjJ0OY-kp~KCt%eJbTTAsU^7@qh)JgwnTL<&bjjx1U{aHrUFjJJGaw+^h
zZ|dEGhoCe8>ZY2)1!h8zSs8`ywK;iuxi_P|mFcJj#x_zquP;5pleD;!Lk{L=9_OLN
zT#FiqPI8$CoY$0+D%JNdkX?pKWr&>FP7(+lCD5+Y)0;xWc|O<&)%id}Ec%hH66-nQ
zR#Bv-sez2+C0PFO_z@ATMz<wSU340Om;-@hY_D0ubWu2yq~%D${n@y%oaxM4d&2YY
zj_?B#+#0*}&V=~QIb6$Zt};?zM0AXNZ&y47-1%R~MuZKIHwmO>)SG81nbhaCkLHOn
zo0yTQsc=%o(b}yOtMJj1ydn>T7=24XDk~-L$|O<|=X?Y=a`Ro8C}ESe*=eHvNIuEn
z+Rqg|<?VOVy|SH>WCh8xaP)j-H<jB(&ZvE7RnB;Pv=@|7{iy4x3b-K@<JJ^RzBNR)
zO;o+)>pC<&S^>L@iOJp17~gc<hC@3Lr9>M!Net!FzBtma;d#6Y7s8wi&afJ!ce}-6
zuMgj(la6&ZvJ|kcYK><qzGC`a;*G|9?Gh-U_i>)Rl5EV}Lc3hPT1jl1U!Lth|M3%}
zF50{Dz;kjtgs!#Q&P;t+W7+QIamDpme5j+%@N}onYg{G`yH(>X?C!%HbIu;t_Dk7p
zd<AvQ=;vB=ftj22hP3tDq+W!kswT+oJBv7<B6MijWrMwvnh%x5VM-C-!!qEU9l%ya
z*ZJ;!C@0d;UyFV4fZTyoSGgQ}-%QrlD(Cm!3BO{oITgX!M`-HFpTAl3!`zVeK?~KH
z@T?Y++GYG<!XwVgH~o@~(61AS)cU#aDR#jcE}Bf?<9HFLo;&&}xq15})SG1z+ZYLT
z<gW1bc)CK-<#Y5U_(C0Rk#Sn_K4P@922Y&j2t){Dh)U-Cx4ougu_L4-q#=6JqfOe^
z3bH!eW)}pxA|G%7YNuZyhESBiFq{P*vWoa$DU&E>p)`#xEpfAQwk=%BroZDU`m-YI
z)@{vvruM-T?}}RB%W+u@ZuEd5j$dcB;fO*nimYbN^X<OZ%xIabOcC^2_SB-U)p+qK
z*b>=BgP*=>O8Jr+Ng~AVtG6USVv}OIC~KNRm~w@|ELNI4Q4J3jd1tLSPYIkS61-Ig
zPUOs~*L$UAo)HXZmE=`^Fnn|CEj6;KoH~rrtyNOok@cP{LHD%rrIX}}Y&da{)3QU2
z0USv`#Vg3qv|pRE*^A7nzK*Jm-}0lYiCTXwcD!QYFg<x)Xe5{ND=>`hof{l^+2}z|
zyHOFE&>|EG9iUlq6&fWr5)(`pc4K-h;CRhp`&8hmn=;3wQF#=`t5ax)#(MuE9>LIJ
z>J>)NATIO17DA6nXLW{4{Rrd2WeW2B-O)mPTH4;Z3zf9FYOGWgyMS|SwZ_#9nL-O*
z<xY|Ug#X01cNcdVgZXMAm{fMWn>cAK4u=o`eLmIXHmuG_@quPfa083JH@?Mhcxdp`
z1EH?8Xekcd*@%#kXgYZEfUFK&(ojNs%Lfhcavb(bl_(<6mlmo?ot*F;P7#XdU|Zpd
zSLN4v;2WqGcH)dboCeFjFof~v@jSjx3t|TOrul;-#ad?_N-V_p%##Qi>}SJj!~vDO
z3RA80@H{037;+idRICwoH1^38bk8x_<9>(+u$m6kcKKv%r@Rn9+Q00Axg3=rzk^hC
ztK&NG!$va4=vgU%@ym^=CeC=l&b=mXfxv*A(xW5ey^+e1)U)y9la+Y5u7Kz{mQeO$
z@6bBpLJ~3G4jeamYoCdm%8G;$nwll}&5W`-FA&k<J|~3;*G<c~1^|Zr`rX#Xo-MhY
zHRCZTAIIaz7`5i8@m_A|3ib~-G;$4iKX4BbBC7VuCSRXD2b6+=Qnrv?(Q~QMgjTnV
zqEC+Rlra&lLJel23)aN8-y40rn7lrimU@&Q9Z<_g&e1{ZqLTd-th5*$_5)V>xUE(B
z+gwYB)1XG4OWOn^Yl3&F`=KU(X;OVtjKHU@+oBlsyE*Y83P=}Hj3vn|tK2;omDChv
z!+d6PYFUda1SP=5I|TW(X<QQ%tD!a>xs{jh##Bzl4Fwey%}leyn%V}$#eq5c+9cnJ
z%{t)@kFvf<G!+IG>>Ly|`55mQ=x^%4T`iU=+Gsf7R_4d!7J_dUJs$%lOs^$}XY~-y
zC6`%&>>GV;uS(JHkB9ciE@*HBky?QcH+1ug!F^$!E*B3d>}F~v^KbeHp>}w&UeyOK
zNl983o>2=-mzupRtOGkG<P=RagTBTfB`xY!kF6A>mx@6&PhvuK1lPYxb(ue;y=g~s
zpLC_8S1|W}yG>&)ak&bwI6y>8u+lFMJcQ@$kxe&w#Bdz2Ywr3X=LNG=y*(?wOGyC9
zy9WaylU#ChG!GMQLDU(ru$&jwHf+JlGzHCw<-4Rh<>g~{`-H-)@x_ktWc`iCTti#i
zoSyb06RKM{%$NKtTwCNxh^|xL7koFIXKC^^^)<vSwtGo56|c?U=yxtbEwY5p4L?Ux
zPjKIBA^X}3#z;1IuX`i!{A_Q>r@oU3x{_`&4uI>W-^&&8eNfCjfE1f+znn^P4YOJa
z*dKEC*gmh^(Pr>aoJ5e5eiMu~iVCP9PhI;iyad}`5)6o!g05~u{%A9(ywK6p*-NUT
zYaghhlNGQ|;8rU5(>|&&+ei$R?+onReHF?A>$GgEN@Ey1AZNVC(Mvk{%vARdUw%4g
z^Mk6!R(dPFR>O*wLB0kK(c9a8o!zLsfPzc&x-Ym>siIc5$w#^5iIMRx9wyr@Lt(8)
zMz%ZyDJ2XsRR~G&1Iuvai?Rjd(P*bFIb@MvHKS>n^Ap{sQBWf)bg|05rLPrdJ%}+6
z-t;=Y*J=z#cI)2pruz|4mL@u8FiZ^VYM`)1EhrW@eSo-ph-Q$$7R^mm?pTV^bK|^f
z(lF0dHtcRRMHs9VPNH;GtUpzNEVD+Ta4!6|1zJB}_dyhnm>mL+hAsoLIJ;dv(zZtG
z-stM%<cDl0(>#Ma`=sW}pqbwN)<*<}U0nPGS{)a3)4Q9_!0WP`p!3&6Xg)B$)|P`G
zh&GlIU@~{XZ{33{)4Wcx6dHSF;?vFbVrtUgl_<!JD8FNy=ToHD*TN4~xxYFad(T2H
zwb|x<kL7l)W>7BkmdA27jr;2isiXlh@AWYN^ES9qrAvQTF;t|5<sb~IyE<D|d5*zW
z>n3iFZ8GJ<@`n{@DR2w|Wi2Z^%%T9!?-yKt>{rY|&F8II=yL7>P0?ab@f7J~EmsSi
z&D3+>->Uf(ahi8$1K=#)$U?SJgpAjnOgBM<n?5J^roL7)zstI4mei%{6JjqxpY?A{
z+V-{T8s+&o>#6to+26;8YUbnZl4U>Hmu>aM729r`3rHNfecSJcn#mGOsGrW`CXq*>
zryDOxN!!`GSv+9thl&@hax&Za1Y8Dt^}OcgB5FtsB}G3<sWZ)5n&=?)_p00+DCC;o
zP-cRK<4o<ql%f;toE}azP#)M*)IP6D6I7_pUOG0q5)Zg<Hcsxb6tm_Y>64T4kK*Od
z`!C%UjGgyU8Fq14uDI*vaLF(1TEgJKzkwWwes0cZWc=LRX^~9p-{L9mh#%u3)n^Sk
zQ0HBIisQq-f~dgUGlIn5woD|kO1YsO!Vwo|%6KF`hGm2;gj-J^$VjhM@Y1N7M?B3#
z-zRXL!4Qf%ohu{a!>0me!gUgUpa+z=vE+J7cQ?rW)bS<a3fVqHmRngK9hXC+J+~gC
z>2QhgusWiK8MD^^&G?L&mT4G1XVW)MXf1%U>#|xy;1p!EUPtZ?-Y7UV6rNlYeLm&m
zp|)!h)MHhJ+8!+8$Y<(&KhjA4^+m!VeEg}rPn$55M0f*TNbOhwZ4;lO3zWrKF3-Ds
zlv^roflYRWW%1LV#0!fGZRe0jyl98-kY^~mQ~V4*;RjDT`-M-YvaxFoqVxMh8YiUW
z?WSULL)3V#Mc`GGUl+qW5Puh}SEp0rgV0;l5r~-zAYCndTwS@+Fr)Z^C-`Yv%(Vr^
zSP~8uo|VhVi7CX0=9sPV^n<~43(_G{bncSvyP0K_)QH59D-z$NZ;G>q>l8M~s>wOT
zhZ>C!qc7Z6lyMjKf;^W*Qy#+?+O{nKEaGGa_l0_o^d3rC%chCy^KI7>OQOfq-9<K2
zdtN}RbJ)kcuK~sRhugJ$Us*4)mt4n+-$BnQoPO;|6yn{!0!uGievy|1Mp-6MU1wH+
z#Yn90oof=5a=cEsQfq3uRM9IWey$#Z@T==--|hLD|J_&0C;KC9;s<5|Y_xPH%oW{|
zbU~3M56;dh3XSU&-R5sqGG|q}f+`s6VX`j)S<Hrf9)j=%9-I;(Rr^rLrB@C-qb4Je
z!Bak4l(b%zb}jHocCP5FAI`qEbe29r$My*(oZ!+AI<%!1!K9GPhDpOzh6SUX<JaT`
z)|7C+8O!LmsNSL?v(!qT5;;qm^TSzd_j8Zpk%J84R-mZE6ueyd@Wu`s81xp6t=5%i
zb)xC3!tKWF+b$J*rlw~lyC>ALh~9T1a-Uahl8&>zZ@p<5#_=_Wc1`EW<RyOw1QWRy
z9zu2ADUfDdI_Ds9#Nuex@s}r;_Bw6B*~Sx~pI8foc2*QF;7q%Nm!@&vuiU9cf0-%L
zWq3B)HWN{X4v_zOOYQ}xm_BZ<&-herCv`okjHf?OYp(ArAl8g4NJTh&n*XE?`H`nw
zC@?p{(j5+g_H^!Z?U|p`rKeOQ>S=Gp;?FFzXJNcMpP0>w?q1zC8-uY8I$B|$op{b(
zG!KJ77h>7Cu6JdMfG0swbz2zdO1`GXVw#N9R1EDSh?p3-q0MP<fUU`Tm;GmwqS2-k
zgixKnC@AXbEch87nGK%;S2Zm%HX#GO&hzH2<#yvNMg(}7ZbWuSPWbNyj2M-(W;n{V
z68K<KgTW}d2VhsO8>>*V{&*X~HXBtISa#&E#-=Dc2=R9PwlfO-cD<th)p)=S_ih8R
zeg{XhwhBw?aDFOl`?`{~R^P9Z3ZD+}v&71Pa_pbZN&EsjexBwsFMt(VK?RPdQ?j@@
zySX#H$ceGYYD3Idn1^m!@>_}~VYilO8QARwnqecK9pWR5s1gO_BJ@@605nRG@t9(X
z7Ef5dNQOvF`Uf*Xz4(779k8`b{kB#$)c8I^+s%Adz}+G~Nf1H`4oMhe`VPA8yM(Qd
z&|XPBJ9ASV=9xdrVjWfeI+apP(HIy0uwFUU0*X9!B?+CkCQklHI(%$6(I$G0lhY{W
zXV}QWFF#8Mrm<Dbi5`gZ6AlOsvZ=p*+F^80oz^@hsNOkb6v|d#ijYzB-40Kwn9nHR
z%`{5GMd?^v$`9<n;1hh){|vaNkFt{-=Iorgf)sH<=YfUUZ{u7EA^CI~MH%Xejeh@L
z-rDdmJoqD4l9*@eEi)&wIMT=DJ-TDZI7{ltaWjX+zU<r59_-IT&=zNwj1QEOS?~pz
z@Xdf$l%%VWsbB=KV|{S7?^W=$ao)348WOZoBPD5ptyeXIwOy}HUI+911Rt(n0w68v
z0>PGD+XWcOa61a44K!$tJ(^+F&uV>i(ywp5P%o=+(MaN%0LI+RTisD#h^VvlXI@6=
ziXB}=4fM#*t1Ee;RPRosNc-=bpJHP5-&bRmQL>djEb@Sl9t$UJ9N#KTqK|$XpdCsU
z#5`m}c<ZnquuK47f9BoKmVzM4p*N&IN@7l7N{b_ZGAgVG9y3rLBKo>YQ?QUbgFR@A
z6Q=&2;|7*Xj#hAZel#W0ROYBUNQOhpLT_p5V|31}WqV85O}#%pR9<1srH8d-uAqaY
z1LMTkT{Tv$x9L3hmkE?Gq@(t2L6=q7i@f+$v{cI_%FT`pKc$h-iYL(uR&rPR>u?|d
z@!acKy)I4ns#la?Qgl~Zt2CTiHPHe$GLt3jIbI(S8qPUcFO{O*VjV{5!$LU5^@<Iz
zeLU-}m-8_z?PfbE1!GA9sO|{WG?2T(_{6RKd^wWC#DuP=1b@IkpyLtELszVoAjzaa
zs$M56%;BcV`L?h^^J=H<zN4Z$=_&s#aP7q7n<-4C7a#!Ka+=m{+r0*ZGyw3*Xig|H
zg`FD(rlgcRdN6U4cJSO>9OiB~b5q1^N5##L1X5pDbAEw7OJvntI)qy8H;PBK&{fr4
zM4!{>ME!`b_-^}60EHXa0nEp>6p;y!;L3H800cLRli8&Ha5=Z7OE~GcJJ<dI&#1Y+
zRALDqi;pcLpIW@jw2GVVYmis<W1&tO=maVi5-;NpMuUYrmEJ9x4X_nXWr~P^H`Jp|
z*T+P!oGXE+2O4LP>m9_(nEH+|4DYmsR1UVYG(2<I^j;L^U)FVPE6A82O!pRuW5vzt
zE=w(%><6(H@!n}Oj$<oT5_hHwlOaQoUK7z+hHJ8~dfI4{y24D#OTV{kM{%6;W?eYR
z`iP!LFjQXprn6&|*y(4~;QHdxe5q%AgJzjPs1hBmqUOk>dXSOE&dY9&aU_mJY>*j3
zrJg_Z@T%&O+)=U>z3>psMnG*wBeM3A#thl;m3p4rV$78OJSW=i&z1mTRh_+{s)nKZ
zwu_44W-)um(5HTcG=A!Zp!9)#slfas9No|lw8!?9bPD7mb-hKW(jVI)tW$c3nXh3_
zkf7~E`OUv{l`wzfY<Ug{C`Pqq<y83TmuZJniL5$ZVfk4r?V@%mK2us=8PL&*R<;&6
zjA>L8bEq|!F!W7jLXPRHLba_<68Vb}Y|D8aCJccaaZ^z8c-a|_41_Oq1D;OxZ0M-V
z%QeM3Rwg&SOIM!FXq_I%4S1>=0yN=5w%er(bQAUES$J2mAE(D|!ThkzXVIamjkF$3
zGyM0v_rw&)b7&*5O|3z_&K;07;$E4QXQD8VS|;{;_VKq+480<Cu!|;-_|D5Bn?4A3
ziQ9g<Gq6X6fy^AnyEDFCJ{9Kcu{$|Bnlh%lPJK;q>lrOf)@dO%Vj`^rhG7;dABVax
z8hTe!uSmyCAWYBO_{s`P8hcDqiP|t<%rnCXO1v@4wPV1wt!7kPt|sGoBJ*+Y^xAN4
zy;4$6;?=et;<C6-$!U?<icJ>tVqhngthf|)0*c_pq`}*TaEMCp*>Ox1+HYAok{KPN
z1dUGUP$OFU;Wg69I~tpdxdq)H-zw|W_N1~6JjvACEQ;73&v~3P!?z069YgG?!0`32
z$x{lYVjpL!^AAdWpP|hzgI9Q}I<967wC$qVH!U))<1;)T#QY?9EVf!;wlnmV_^@5O
zxXwMh%%fyKsLEpf1yv6Ga@|6KrTa(!?S|9`CMpu3WcfQiQ8{~j)=+U52Sb2&>D0Wp
z?<&RzMfh(nv4h2t4tUv@w@>St#Gw&55n07@&vEN%<=!~Pad8MbQmn2H>cMx>hzo<C
z`e4(jhK%}Lr@btFcl&HCodN~1khS*n;yWi~Y9E~4LM%MY_S2jZ<q0w>3&7z#%Mjid
zY;p>8AjySw{KP$u9MZK>RAH6Hs{W>0^v>_KHf->D<XLTXCza(rUE>eaPw<<M4d0hO
z2pB3OCvP<$)=+a20R|r#o9o1(${2Nv{I(u1Ozf<ds!x{7+iqOvyD>i}Zsu5g|6&@T
z^)+?I(+|z%RY`rfIKL1<#8PDWt7*&bG_H>Y!|eYPrXgA0n!gjd;v}VA7Sag)L9#wF
zLe>D7$>`EgMjub>oLldWU-=FawXYD13KXo9f!AJ^OOd)^OLF;){`K!A)8~!DI<dzj
znm9V@(xlq)z6St-WJSiuL5&WJA@<x1k$G#Ve*a$d*(xBg-8*)D1jW-$`Nd$tH!_h4
zUyJp2b~6!pOh8TuBNqQE?rUMl=MPN`l4z6%&|Bgu?mt5RLMs(-0y}+)cTKSj$aX|&
zGaWBnIWbz>#rmq1AUYx^EQHwbc!V}DQ8WpfDRUz|?D92PH3Sc=h-?MD2nBnOp||tr
zZWoG*Q?L?gPy_aoE>sS3%gzfl?*nfREz<0k3I)xkN$kG88n9!p)28B?H{R&Df}ru3
zK;H2b5dw2462#B;XLj}sN8jT$wwQ!HR#oEm1dOt;c|+NzB+Xadg0Nd<Sf3_i^}I`o
zg*-q^C)<KbofGM8Z0v&2#sCMuAQ;FsMeoM5%L5O=v<4-m8XDGU%vZgmNx0`M@seNW
z%50eUeeYy2qoQmPxD?omBC@v}Ge4yL0#T`U)ka=3AX}z4hxGlVpSqM*-(4=VxQODb
z!tGezYwq~`ekMf%*_8Q|48tHh5CdO`pOC-9)*l<R18C8@ZuQ?c#(y!t1qbK%)4*tR
zWOpk04vV0Q%nUhr$QL@Jg}AC3wmRVvot%%<cfB)Y6wwSZuiv8R{R!aZ!8UJ0>PKE>
z<lGv?SZ-;lTmL8qj&i4*e3YKm=^u=?Zy`YTdM7joa~9w)+_as`k-_mn;XQ7mi3{Bi
zEWlUl)Se390Y;65ck)?qDd51&V>w&WZq}!9s2oj7>!`Wsi51ey{6$~bse*0?V!g24
zOJrNWsvA-ka%5T-));fJK`~=>6@=#IH~yfE_~g~s_t&!3(^?61j|om%VUW;7elEC`
zK!JYu`DlMLG05X-V48Z<1Ky?ua-7K}o_H-{|4)KxQ#c^$#(O3<elb|8FTv6u9!L~~
zyM6u)*e+vR&$HI?%3Q`L!m69xc$SM@ipu-aai)1B9BWStWwEA`tE%3UBC05N-;ZnJ
zdys%x7bC%AaoLQ6u=V>3$!IJ>vV0aZ1t_(6&>^^Of_4NaKtQw&mIp!8lif|SC6z<P
z!2H@$UwVHtOk}$Znn0cVQ)_h0#c0ALfv~aSj98bm1^@S;eL6<ojDmD>vIMCaw~~rf
zw6MxCKvDbri<K%WEASk3A~KBd9%EVJ7sI#ZSr5CjBBUERjeu_cRg`xi2+WC$NyOLD
zW|}4j`KY13!LU*nQejBVR2sgV&qUiBQ1@eFv^M2=;#?PLeciNAjhiNshngHmr$UJt
z*F&&jjb!Yt>*W@)xgDdJ6(pc+il<K#Z4g6WgM3A^jW*h$(fCI?#F^t4QQo>ducbx2
znhgs_-zJWJ_QYm=g>SM~XjmaeM$Eyl=H9A}Pqy`!eH|omwZl8`oJ@t4BeY%E1c;<f
z`7feTiTbZ#6o`X!0eQw`0G0zVgg8`sDQyZv```FBdx149luRmQ@LOPeGwSZ3M7P6_
z(&Z25*MbPpKyon@GJ?A-xfiB_c&?j?MLv|TC7#$n0*<G9aBKp+a`#fUu3~vg_#Qu$
zGCVs)ZNE8=Epua#^?24;VpdP5@Cm1eCX+0Y0wzvljZB}euqGeF2qiC%-6*!=3sxt$
z)e<IeZ(9~QW{1X78n*$=O$wTc+<5<RIyx|!fK#Ix6IQ(4byOV7-Y9I`U4vV28QdL$
zLvRc3?(XjH?(V_e-95oIxVv-7-e<oj=dAZz>%0HlwWepPx_(t%-CfNvR!;#nM|HDD
zp>KR)3C^7|-DI$8QT(Ed-yq#?3W7c%-pN^D+!>ZYBP<K;h;%$E7<0#khuwZS2Cb5W
zZ<gV*$wYiNk+##Y;fP>)e5l8-vZ9%i9>AljT5QXEi+os{#^YMjz}TG;#FY5avtJSW
zrlY-<Siz`A{f3}ScuZ3;)FywRsR<JFP{egoAoS%}hoW<daT}rq^%SgdSg_E;IzeEL
znXGR&5avuZUJ}qYoO>X;P4V;Cl={7klk2qwDdwRk+NyVfD^RHsU$hJxJMj*;oI}q{
z3^RXX$n<0%GwtbRu-V&tc3)|%7BP=ESC-{6(z-`rk`i=jv!@j77J(>n{C9HQ${F26
zsM0UU`EnWFIT@zJHs4pr%jqe@SG+_|vhA{9wj?+o2A4AP+2@xXEu$IrIq(x6;&g-g
z7d{7mmgeNZiF)UDR@?j%5`Ik8pu~0v=@sVRp}qR-ARn)K9IOgKz^AuhLrk=rEesn+
zR*f01+~BBrxhgJZiXADU!ggd;N-G-1@x9WsIH4`aZs&Q+S7ThX>wKKP>$6zIr(Rmh
z))?(WtPrmLaExDm3SUdVHcM!rl<*ZjoRJf<!vjFF2kc`Xr4H(&dsnm%Lq4^EPsCkx
zOrVV_nzmcr(GeRNk!SBorom!u_`54%$R31JWR&zQta_^cplCpr+P9Qo(|nlw#=<Z5
z!%>+44b#}tHlQitCs*A~n_ke4Ni4yhemur<G3$2Sn%CEgkcRv50-kGw-RauP&AkkU
zy|kJyNsfv7xRFQmr(9j)I7%&_j%tpZJ=|cIvQm7%WI_A1FqFC>TRM0UbLJvF82~%J
zMKxYnjSa0i4fA1JJZ+tPlbQyy=0B1V2{*Z2v3><~&4R-r%Z>Yfx1@3VR$d0Zm94hD
zbj_GFJq_rHD)w%v(k8CEP!dd0Y0a=cEj$l5b|LnpsoTk%kw?ZEXnV7IvNxdc8m#It
zIQa1nO9b4zC7|wATi@U`??SE9-%H87^Y$}tH2^92j`r)O&*rV|=w(H>${38yQ6x#f
zk6BeN(gc$CW8Sq?_nc5cf)&DxqDrEAYN&~-9>^o_cYHayaKC9|ChJ=<aW)sp7X{}b
zk8tG!)*;>A2Bbkj33%&@`AW1D??7W-<x$ZS=5BM@!Mi6|I(VX3+c!o2Ln%L92CqVV
zzm5VIYKN+3fGk7nsma?&NmCTZI!p7tZcJGGTLi7mF`VUo-e86yH{G_EZr>O7L@&xB
zUr;E}GqBAL6!urmQ*u5zwZ|)EzqS74*6}&dsaEvJ!UmSlpgagyM>ttS`@>rzU!eTq
zlb|D|dP`O0df|htXhXGxFmWKw8eTP`-qq(X5(u;EuI@&q;-B~mE~Xu;j|iS3(St5$
zFx<(If0@eRB3?qy<At@L!!!Do_%fr7$A%m|@SmXgz@%v8@NUPKIQi+k=PbIQh<n`?
ze5)ioXC<v^(W@9c;Jh`R$%DKfmrl!Qs07PxC*_y<s?+HM_7as{S%>TbS3SiSONNAr
zm%gy<22Ol7`})+UmVivABIUfg)T|jtRnCdgQ5QF|=UpN$=K#dgwv=TOHF9zXrZXC9
z)owYq-@0v*felm_wZU6nmc<ot7O|msHS&hs4-mQQcdCEF9Ue8PoLU6r`<g$W9iw(l
zjPizY_!C-q%I)}PxVWVat{z}i@k=_V-LbK9UFYw%trxqn9jnMa!r@yCw-+!MlF1k(
zMu!o#19AAe^J+U53o3@9LsMYPvLt<_$L*(#6h*ShrqsLKXmXt#ZQzeumZGA-THp72
zK27GIene=kKv6C_kJ^|#`-Q->>LHCja;S4<xG`h`^NCeu?+d3p7VOHQaCYtnYRciu
z-Z#?dHvKyoKcHlI?NT+0`m)-b)Jg_*C+a+gRDz&DmGAp7v8%WXFx*d&0M17=2?sK8
zvCJXL1Qr1?8W!N>APDu(B@S5x-B&&|0*OE{=8{eM^4eAK5XObTD5L;my4sot5EzcB
zNpZ4()x?}0bZAavy(sIpW)<Q2lJB(noyYALue*ual4nd(ufAVwdKnW*EhCW0kz}H4
zQB$Xh<Ig`k%0y-(Rfc2J18kW_nGu}FzUoTUkzMTGhPW>Je%?$#Vv=wTM=P__2wn)(
z*Vr=U@v*O!z3;Qx@#J#7=BuUh)MQp{>1`G<TSUQlbsJJ8avp6X>)%;^X5K18mzKF)
z2=tMZpZ0)baz7HEU@wKwaW47#F7LkR^~516edL>lVO#K;$VRcxrVW?6Q`h_YigKkz
z`mM7+h|K(rbZ5HmeC!-KM-yEV>bYB#lC`MAFR~L>tO^;#Z0IY5bm$5&vd(>p#vD`S
z@jBF&O3Wsl=M9f4nZGZzF=q&7xliR`kt8-pggn=}shivM!W0?Ll}TlXa<jvkm~LZE
zLy!9>j_K@vgVm)r`0u+wyf3!-1ehM1qx}_}vTpw3og`nD5bz~`_&v$H8JzCIEnFj;
z5r?qDOOCVLCi;YYp?*ehWBisMqS%o!H{-w(wruh}rvw#MQqf~mRuW=q$)*g#47wxV
zK95xBzGkM~pecrm{}x7ho51uNW|E=&WK0Ruob*f%e)c7=yy)z02f}oaubR%2uE&vR
z#nC<l`{Ilk!<gb2?#q}AG3=EZaDvvfthpgH_WR2|&GK#IysA7CagR)XJ_y7K0BX-J
ztAYKEciJw!(!~q)mHVr(O_tBNIx4V#!4+MS+S~VGRYwq4!?&w;mzn;`=f0=ix{jLL
zu2E9u3%i3jDA6=GDmc5`n$99Z(z5$sQmIqB2O7N0)#9S_2@k-9v?T|c!n<O39R{93
z@p*b34F$AGT+WwTar7$9Y&*0MT68WMEUu2g1&SPs<qm2%W)xhF)Q3%n>pDAyge&Aj
z8B=Nfkh{9q+dS#BOBZSOl^8Za*D>`WorTvwHrA1wsH54TLvEZCW5hVI>6AMQAAgOa
zEt&B@RIl>Hjgq?02K^WSehcr(QsXYRm9MyOTM$Oq!lVx%?Tr{;7j5Xmv5^gun(B|B
zW~T_p#^{JV#$oAUFc&tsZ3J1fr8yXBNyEBcU>FY^>DahY$)DI!?5wOn_|hQr>?APf
z^OcrrPyuDTKt~TYYMO1auv3?EshX{OZvY`^D5K@6)x2IJm;8KhUIv;{p(vvyTrWz{
zIhEmcN=+BAL^&~z0^A*V!8jc%3747JNI=BDFr{~Hj*&;*T<}Q&?_>xj<Qg(1CAS@M
znepv@D_aOindfWErKc$Q1|nIR;L@H>)teZdE^`FBNm%e3+{C;xd0&6a(DGdU!%>+5
z!%BXQF8*4vp*ClTJOQ$VNeHw9iMt^vFIJ;-uUdK;8HFWdtM?<=O%p4=G-SzI1-Ne`
zGqwc5CtrzN<6^$&Mr@AfLIjFHN%CYjftJ}_R`i(>B4f42S0eT)Zclgv;T+b_50!l_
zUC!O-u~yeA^E4+{3g_hw7l>r27im=sB?nrtYcPxfF5YFC`AJCrkXBvgNHKB>YLKj1
zEDLsK54yxnQ$V<vx2xytVga1^$>?VlCAk#kb<mBiDNlEsK_kG#cTf%w?h#xXyUfAO
zS6vDhy24ApzEXBW<lt;nEiH@p=_<{0>WLbizTHV&t{qa{^`UNrSUDC@ma|nc*iZhf
zp?-*vZgO*atg~5A$a15yN&8GM>zpkC`5j35Te3NR<@P2^OJ1ROdE%%*^9>}y1u4~G
zFXi{INf)k<?>)r@-l|ON4+!?8+Yujg%#X-XsIV9;MK_ZmI{I7il}Xj=!8?!@VVAyi
zNvO`6Jsl8JBb6VAtK>y2(1<kmcccu3r~Y*LL8NEJAS6N28pXT(Rpbtf1X~FnI+C$5
z=Wa0sErGQ-hq)3n)$%#4q$_!i0cUM4D`mV_M<RH7uN?nG=jXfwxHGzt`P4+<a(O?2
zvHVVkN~qYVYw-ES`C~D$va_h2)8M9tgwOP^OnYZtWVe1PyTj3kCXQ)^d_L0}8kPAg
z+4`Iy6VA2m43=g|ukUu;ZD~s(2KJD)`fZolp*@Sp>liNisJK!z^@v9T;uo=PqKF8j
zb6jAhy5Q1KFXJU-t1R=^I&zmP?XmH<-Xaw($ag6lKJ_A&+YD!R)Ze_F^gNcQrVXMz
z&XZj2_na!Lcz*q`9qg?eu5DkhEair5wOvvC)vkM=c$8zLF}Y+unQIShsk`DK-2=Yi
z1D*`2WL8~0XnT)c1H_k8fGD4|WYn!hP@>bs*U*SP3*G|iAEA|Uy%pVOUo?@&&40BS
z)I$A25+R<b&Qnk1cI=zDMi-|jl<sNS3R=q(I3E6Eh8Bnjb#n3(6M0avkKGMomh5M<
zo8;E-$5KJZ5$6Kad><3e97eL%yMYRLv3a>ER+h*~)pWkK)i9FgO;6>=GwM~;VAf+i
zo9qP`PyE_85r5~1SowmBh0N1j8xvjojxRuq)p*zxrt!3EZUZe-wll(pXEI5mW|d3=
zO?h9jZo&Fq?%HXcP~Pu);^n6dMvziDwqW+mmAGWy6Zko{k)7NQHyIg$bD@<1)OZuv
zk<Ho0>wbhOwwJIvCCjn9BZ3j3>lylssNMd)mb&Tn3V$0BoU>d82|mYzsaxLaREtf|
z%R=<?+K`qkrv^PXngF8CUSG$$lnlU~z{+-2&{2&0&VK>cROO+}J_tcVG=z1_v!ZP6
zCyED0-vBBNY?g|ZR<pUinIq!D?z+5U^dj1YV^@PRDxL`%tR1ucTXkwPh~CjL=B{iH
ze|KE32*dTDc`|<^D{MVAmAgqJ+LF1TTR0_!XhqyGQB~XE%}?HLDbY4k9gw+^-dUd7
z7Eg1~SC@pOl{go9P?dZ35Cr~}oZ6q?hpqS<uuEsJ%bfWRhAmqj9y^V*vCwTL(1t@H
zbM4TOk8h+465=edXdVKQf)Q$o+1#v0cINyhYwE#V=4-R{*5pa*ruR`l&s)IZBGp=z
z0r!PlMx3p7*@c}l6Bn4wq@fH(tOeZ0tV~#)+d%!)*YlLzJ45Q});G?pPs<sotn_CE
z_i*>2{qgGNZw~@ak@X1#fhz&D4TIZ@JshprAp{fIUXT>MKLMPtFc*}!K=~k!V~98~
zFs7*Y?R0`__;e2ZmYzwCv$U$u8xtbFa3W!1uP!G?gWBcZ`kdu7nWq3px##3Ap3_^4
z+8#i^p0LEKg2`c1cS%q3E9K)iwqAM%{oz!QZ2bEMKE-Ti^@N_M2UGx|*K~&y>);bG
zNq9~wH{ZCi;@Oh)#o@c>i^y?Q7E9;pB7PEdJfzA^X3U}CSKycfkLlt2HIpe`+7za{
z;X=5L7gC(uhs^J~seyUWbP1oBG0N0B9?um}9=kHoK-@RVaY;ntWKjuTE`ZK6-jff7
zS~;t@+^=s;IU9REU6j_R`(O8VGSfhwXkK<|VCn@TIb5(VR*2FduPl}9fjZ^mCLHU&
zxNPc*ZN_`KmfrXxE-Jr6tBbSY$K7o+Gu1U=y*msWfi0)lREZ0Bnhx(v09)@Y7Z`S`
zi1dCM)HT|d(2$7GvZ?J3{`mNcc|P#E=AP~WPZp{Yp~`J;yN=(l(2dwsi7>DF2lKmc
zV+GqqOx5ux_+F9qC~yJoW6j2Q`hC<GBgO}<mgIcESVCK#IPa@_8>TE^rp)p<9`w{=
ze~>NBT(brKf?VQ|&KMNu(@XD_9kfCN^7sJSf}7r!`ek8=D|{spknvnXd!YdmwqA~E
z>-oBQZduC)0ihZ1l-kL<eRi%vv&>S&`!~E`!ZNq!MJZ@|A?l253ien~dJsZ~z_DmG
z6}iCbuuNo=gErrcoro^0>S^u}rlidYKs&aJivPt0{3~}~iDV6&ei@Nd(**AdP^mgR
zM}Q2}JB1++eTF>$lxo!d(*;sWJQYFYr(C4?mo33{zn(t&_m}a|faFIFR}lV*(cBqm
z%gNAIPowkuZ~C8z`JeJN-D000Cp<A#&2}Tfv000plDSTUz(J@)tW}#tlZ3##a9ZKZ
zCy!}-l#6rn(8MUPqOk<dz`)FBL6gT#4pCgW@AudXh$-bGq$Dtc_&tntt*%M^AzBFM
z3~=O5h$_D7C$9&J>x}zl;L1r1)s6`-Z_;uJv2RgX=Q~_RU$V<}Ft9`8#~{BVkaN6#
z*C{^BQgUD(<Pme21EL=7_Fyg$*E{DU%^og78?{OViAa<3m$Am**vkiFv?%YgiIVMx
z@;RSuUcz?jv8aI%An7`*hwl}udhJO*QKsVySE(5n4uV6Ji!Mr=ec}`%|MYdC;er*c
zd+&8o$Is-_)qe)8HEXB(&gK(8KJXnxaPILz{T-QM9Yr@Q78aPTsu81+zrRV((>Odh
zFb-tbPGEMxHUYe8Jc!KXy+O&gP(fly|2RKZA_;phVE`kR;W})~9JRIExbRDcjO=s^
z_I!luJZEH3G_f~*OL~zfIGo=$1iWnkZi*JV&t$+pwpL?@ExCIGk`QGO0hjYB)i!<*
zeDFPH<1WEOl#>($5houEdXyM@@}1Sd=Gf6uj#`OD?v<DmX_7wF^#fd^c~ft>U)#s?
zTqx97!|kO7Cj7ms7BDW!!xV^y;oW}4XNzcGpM!Km;~?m-l)`wXw$U4uZCpM#BW*R8
zaKxvp@pX~$%a|vXnMdt+XR@PO(ZFSt`Bfp!FNUv~=Yxbp!4ApK`GlJ_m@h~_6Mm9m
ze}=f@2lm{<au@bwOJw#B=!p9%CZbYAj++z(4z4{0*XAwqF|n6!pFrbCo|Q=75*K0I
ze8tiW@STm92OUFly$A8CWU>cqRc?4>J8KPg;7KmM3FdW<k1j`SvCqRk!E3X`dV^1Z
zQ&;~TNVFt*Qo>Oe)R;jLBhNQvBn6VLNhw)hU(R}zYYtyQ_&$6%Z%b+jS3eTTnnw+S
zmm`>bj)S&bgVn5bW;7?w@jV)hwfa_4|L<D4Q9*^u`?6H)cylh9$3#0;-nC&YZ>};k
zSJF@fSC?Rcd0K5al2*!@WE(zgaWlY~pB1e^N&7kQBN@y`?fnzId~ZL#<2H<ek$LWD
z0@G1V$aI&vHnge2ky!b_GKj2juJSXIT7i8;psf$py8rdT4(y15U#$5xCaB6JpO_4A
zv?EH;f-WnV#cLc_pK0(ZcJvgJ`K@lN(?z_`gl{jU-*5yjQ^ISO;`?Vw*9xuhm5YX)
zn$mm#Oq!R2TN;6c{ZYiJM>RYOYQ2>@PQ`=q5E0HNlk5N%NrXYJgT^MfYTzb_LmnLe
zfQ-Imzi*RfihRhda$8>Cuw=nu>|AXj(?Rmda!^-zY4&_dGnrgv#qLa`;fVleEEO_R
z>D5#Gx?dVZ3RG~e9bpC$KBkYgv)?DzTk}|#r+$3I_3E@c0@w3)nGn;ZsS1Y-nItOo
z%`dHrelF$lh4{iXPwl>wipcd|nj{YMNd?t0y~o=z!Hr0RTiz@g-c{*_PU6I;O+kX$
zPzt}75IB*bi4`_M*sCA>tQ_R__2Q|sq3wG16;`W6b<T^w=aj{{hPS5t1aA}_?-t=D
z+|>XvL=ug8n=0uTFXaTtxVlsh0j~`-Cb#;#5LK^^Pw;V2DM{8jwZK&VqlJTEH=J|{
zeVZO6RT7%aa)ZiNiBTLdk-m|k2rWT<#^Q^rg$r~@Ly^e3)m3rbMb>Z)^VF$5?Pnd6
z0H+i_%s|2|>C51GRv1I4>k34L$*CkRG6r@=s9H)G$$8xQ945qXn}>!qSgmdyi&?^N
zEy(H_2D5v(?(lt2Wt5?V9?e$Lb3<}FuVx=#ZD9mqS&}AS8>3?C4YrXa6p%6Kav3U_
zF0yVlIOFbbXl*Y0PFKUGwi~6ooeze7(I?}jjYWMh{dS9J+*Jbr-OlR~zkE!+w*QO*
z9d^h2yw~o=uvm4{y=QpauceVT4}7+aqOal!?^rJ#@I}8?Lvgc4QlGs)vk+}RmLoI{
z=4M>lq<D9cMBmYF*Mh4KJKZ3db4_qnGiw5y_-XvII);`*H#T=JwzD#|7tbiQwmKGS
zlQT)_>k{Wy<`#A#1==%ov;(7iYsB~cDRtK4Iiti?3}|%t4s+q13S6mbJf#A<@0Z4B
zL=HJL?p}V^lAx1bqhc*p4a%2zx4F4<!h-8QT%^yol)2T30_uMDYuvgh^0lJdB|BC#
zbgNKm$DbLTXUcnZH+e}XM!a3q&6k4mVtFe?9k*sJO+|ZSAC~mKKIVo9bF_4|UYw3&
zis=W$R<0nR(_%nvBQz6&aQpkkkR>Q0O%k24fwNGHhlr`UIDZWy!8$T#Iqch|=pswZ
zJ`uWMBi^GPFZddzAZ=J?mMFQsA@y>w>bWc;;2sx|D2uFfYr$SLA0cZv<UdCd>Le-y
z;O&ZHW>5B#xXD2VVC~Fk@I}F7$vIN-L#?vTa!3&5ZR;m?3M9y3#Lp+Vk5P)7K3MU&
z^RCD!m7o~aS*gqb*whEpn(D(fm^|87YUPa4;$teJ&TNep6ZaX#he;(RFQPBhB1BOI
zzPYbmx}txzW_nWo^k4%|_akF;YU~^b0ZVY3FMng5P1wpT9%`N2-wJvoUCw%uzjQ+5
zYV;SRG>=cov|u0MnB7+q>a}X$8|+b@$F@nuG7D>DR__$MzP_fdRvK%<SJUF2FIZ*t
z7w3x<=}+cqPm2TGcuDh%5$%)W3!cY3B72J~h-S`|v%|S;y!5ppSw$9(9ziV}elHz4
zrPVPSri2O8beo~N>2v|M9=}*8^?~W|h3XzhOc*9)fa^3<*J?RNtjqN!)Nae^LU}Sg
z??1s8GPA=9Y{D{!gd_LfR9FZzzTkTf|KKKuR*)pmgFwFfMe{iFI;tnFMaonmhgyL<
znED#4wOT#1KWrE^Q`}80I&(9aTiTQRZ8w2-qPA_(+H&yTvpCz<+T1?StdPFiurQHS
zo2ud4gsz{tg-49A`OoP#7cGpE_aId1>sAfNdkz(jy)`D_Z=<3d)*Q=9(+9{9S@re8
z)rNu!giw{&ueV;39HY`#(Ck^W9rd;IArVb4%qQ5S<gQoNXB};&!SN&=qI8_@;IEoV
zrfXqReqa#&H~!ufii;5kpRsyb&$<}jHwt+dC)Gxv7q)}pQe7#z(H;~KvI*K#b=pyS
zWBL%ivmB!)+5*IR<N`1PGLN3yK%Wu;Iuu)W<#DPY9+xZO-;wT;ntX$T8poQjkEA$t
zFL7CXpDoKf*!4IuadZ9PiKSj_?-(H=v^CjezA^S%y&yLWNcr4GsA@&=irT-eYEJwz
zmTPVOIwx4f%T3^VUtQ&eyRq|}J+2g6ME)6=bqLK7i=D#1spBZ|c7_b6Um$To4w4oR
z4-Z#m{f7rZx~Z+}7u76$OKQdlE|7PwVqC+6e%$i{w6K7E_8d!8z<u3(92TjahA&!B
zg1?VdJ!OMCF6(JDP&TDyCFH^$RSDo6r6M9rVe~$P{>OxiMRHS4fEBrrl7|vGmdW>d
z=ND1Nh1%}AU<d9A3&=COrR@YOLnAuO{-=e?<27bC?iUDipkzZA+M2NpaAOdrEyPT=
z#P|3d5t(0|S^g3({P+;aG6p#P@i2?RwBzoXE@Jro13TwIPncZeKj<r%9r57<k6r=R
z_-*X!Kt=}=Y!U1@lw2F(ncR_+Xn{Jr?qL`5wE9oIo{>9M4}(NS476^nQ3VW`rTm}@
zn_s?_5~1S$ltlKK_Y)Ifk}SXC9y#eN$T*ljkPX@YmL3qss^n9^tu#TEi0*HqZLbn#
z^pjcWfAxQU>wo`a8~%0;|CSupzbGll3sMV7%QJka9)By2tRMK?Z{6^>^hW^@00;tv
z0K$MT01<#FKnx%bkN`*mqyW+Y8NgS7EI=Nh08j)d0h9qM09Ak*Kpmh9_}~!@?M&^>
z0lE$VJ%FB_uD-dUgN32dNAB;movE>j13(|3Z*5_1^>J@$sS7Xw7?>K`8QPoL0}KI%
ze+3xYI_g>gi~vTzZ>E61Zcc^(qmOkTXdl2BU;;34wJ|ZY0+<5K0OkM-fF-~RU}b7$
z2(SiNf85&uY;^4mt^V5dU#Y)0Y-4Emo1_GMJepb?0Bixaj)wNXWx<bxwS%F7p2c4^
z{>l7Z>95@1Njrc&z~0c(^zZK58#;aTz~0maU~i#oZvt=tIGETO8Uh@gtpSbzCxA1+
z1>g#B1GpL5S${ZuzYqRz*6#x#{9A?mmygNH!TeG9myh|8_=m@2{tq6L;djh`@tD8c
z`<H^rOixJ5_`&IX5HNq)I-38ef4^h??NNT5-v2Q$S=pKXLvZ{LQu5yh=6{ZpfBTmo
zg61Fo<%fOwTRQxYjeQU?fA8i$_~pM$%D*|n-?6`K#D9QG28KU-!}O2H`Hh8*;U7VY
zh4}-O`dHXMbj#lhBin~c!@==S@rRxGmw@zv8~xuT*_fCKnVDGrmsZ&5+5TC}_5mmT
z3(WeXZT1gQ>t8w$2M6On0e{5))x(co{#oav<NuZYuL?{blG8un*1wZ~)cNmtM%I7G
zt>4@GBk=!i@}Hgk{rE>0nOPbC>E0j7KLUQA09FnrI_3|)=(hm&$5ChgAAO0HmGz%<
z!OHY8#99B%VSQ9*V)>BEKB|8(V=VMce{KC=+26j@zfKW5$G=bKN1Z=<@JHi+tYu^T
zA5rV~sQa^DzpH;NA6FaeUy0ut77q4*cHzHH!~c@~uT{U>|6>gPSN4A&<G+J`H}gj+
z%Wt{sZ({9t$?t3AucrQeVf@bi5%nKK?SBsNA8Y?B{*PnuM=O6M|JaE?1|J98|L=?R
z-)0rlZ#wtiPh6%SFPH2-NM4H%DpuG~-`d~<+x=Uq`apI$I6nUR{BLFz12YTLKPA7-
zDwh8bvuYa*>TI38XKihbwwdMZ?5t-kli!A1)yDb9rVI)QSkp>ss`c>8xzgG<MV5}n
zD$9Ll@X$D_j+)XA2HD>A$-t~s-%v<Gs_Ncx5FI@|!;i(cI7hb5;XCjfNl@`L5GTjC
z<(119UBV+UW;@`K{s;|zr>i?BAS@LeASP;`RR7@A_~20J?%w|XS3V(ka(thZ*z`h5
z{w!cZeQQXEpkky3=L?5g<|Z59!p992poS4HAf^wCYEAnLNcUS#d|_xT9{>9A0Eh|f
zsEM8dsB8n<cd%BMH*zqR?7;AFP(+ga4|~f$wvx%eBfh1Zi_@pAFdUp8`~c3u4m1tK
z3lmP3z83t$tOETot0sD9AFW%;I#R>iVo`saRjO$~rx^nHRZd0x<UkZ0{7UKwIR`-X
z&nv2D)}Wl-d>z2_O!V(KX9VXPzBH$AcC3sH-<uriYp?6;nIKctmVto7Q0(C7@aY_Y
zNVw)Uf<#y+?+Cp~*hnOCNc3ZRw8tZXP<ls!Nd7XbEVc~}H@C+(EljW5ga<c1%qol~
zCiI4;2Jqz;_P+N$a-%~qX5fak_{;MV^^c#&t+>8}j?<h<O?YAI9vyX;SQ#H4z$9Qi
z4}pF5^G-|!)dV_`l9I|;wE)T?0Xopt>v`a6Pb&t!0FYi=Gn9a6TSK}-`e2nn<y049
zA>AOZuPhD2L)qBcfj_yump%aejEx{t)YF=QB7FCfoGz+o1oU#2Ha;<XkV_)^AfTGu
ze=tj3?{BX~km>*hcP^YMmFup(F^WP`q6$)>XXk<UBVpka9-#G)R~bNV7*0k&Y?zon
z@tM$@&l?o)i|<{_?{QREYHxj!hb%eunW;QJ&*v!o9nacWR__+zw|tn_2p1c0Fn2jh
z5FjPmY}(18AJfC#^t`;gzQ5Z&zBk=<<-c@UzP*!v-ZIm_PELCQyuL>-4=>IRUK4;$
zleM+_R0*!*JK#9I|4>AIxF;P0m8R9Se6Lns9)NPd>vh^=eQ%tZRqLGvH7PSV)YH4X
zhk3Pz$+=)na^fd-Hy+!V!Up1DLY;e`@jaX9$G+jVg_t-3pd&fRyh~GB8S7a;J)f!m
z<Ny+pkrBzdkjlB$(=~>4Ve&_qM?1LuVFdaK>*Pd}pAJaYwG)WRo%~?~^_LDLJ<L1C
zYa}~R1aWl;YB$AG*vHY;s}8~Grg#Hv8-UPDv=bWv<?mAK0aqSVf7n$LUBs+F`Qy|e
zwy~aH2<hyqq58kPq5C#dv=bv?4tOJDhJ??46v}yh6jJ>zy!|LF>G&wTRRP=1yA0#k
zVAe(s319pOa(xGEL)gxIg!1L9fL$^DPQ-g7bBTTI3#fY7yZFzaUXm7;+OOW$u=$77
z2Ebp~8o)S#GX<tr-o@1f`lU}TEg~}BE<hW=9@1b8F7IW!L_mIlET>^}e0w1Ry@jdw
z@E&FN8nSf&&pa_Vk@cR?`oOAA5Qpz@)I0U=HXabqHzupioEA5xPZKGxt$WHjo~`ZO
zfAGPAVx_zT3p{Eq)%w<|xp1lioxarojl6C4ftdv^5FpLV9`g~JkbQVG*eRz3g?>So
z*r|BCW{|BLd^b5-KfB_9Iac09;i(3<l;C0ZfZSA8mVhR-_In3kqUR6!cJ#o1*#U9-
zu8(}Y@O~k!tM^_*WR<nYwb00XABK)&@07V_vjgXRzomF`rdIQUJ=OFn8f1On0&yF7
zDSzN|Xnvo0Q5k=6fAStby1&qFsqxRq@NG<bUvs_NVC8S(BO643*@kmdd;5k~;$)ou
zPD901a`U4;2NNMbJP`FF+7t42abWEY5mFZJ$H#7rTY2*%G2QbiqwStvLVnOyFTd%k
zTL}cT5!izp=dyS1dTEVJetn0>;|3VcviGenFAiW|e16o2#4qls>qzBKF;Oe(x*pC?
zui|eUVV)B=&Nu7SGMQEPVl|ZKX0`sTnN@)bB5rbv&I6^@0m`A-?O(s)==QC|C9Dv5
z;KQRR8r`jIB^Q5(C=UA?hy(E<R~;+_Ab4cqdNPAl5`F7wGoZM_(`<=JfSIvgdnV<<
zh8X=Z*oSeSh-k)cfQ&z8e5gO4?+7ZnPYDxYk6|OGt8oCmF`e^z!=KgFnk6)r?naa(
zo)dWgiqWUOUD+{!;@-4*+aMn~(1MeUtAZ1ZbOmGS5j6X4mqH1`eWb0zV9u1=61d!6
zZ-q5=X)k2iTwCDR;^Bi}cAQ>VFg9i|GK$cX(2Y^LVxA?XI5FI}$tlNFX~aX=No9Rw
z&H>>u%r7{T5Kib|XRle$?GV)@s%GPEv}rczu;U33dTqRSHi8%J5E2C;d7js~L!VCI
z*NEb)^R*e$c<o8B!cZHXAWl+@f3!j3dn=J(soj4{%Hm7DOpCPPS}*+G^YA$KdCaTk
zSf_Vs9z%tIJ20=5GUUCak(Tr;oG->ZsIm}3?lFrqH7~OkoSKA_kr%aj{Ks1izFMzu
zl)Y^gY58}+&JQagzVVt7cDGlUTWMt;RTlGl?36#7f3{(ST%1Cy(2N{f;(v#)zpzXV
z`DuJq(<?bqwmudLNH%u+awFvd_iL|=c-R`<B5tO^9)0K6<Q|OP(&cRn&NF?MtAyc-
zNsgzNST|%~yUYC-5amA5QOtouR$F@lTrR>IaL&q<n>lV7h2uoXtkU|YsIF&%U=b(P
z?M}R{f!ld}xmLSJxQ1^~zN8oOP3>nkV*R)!Wpc1*IBfmb-`(?94`vfa^1Me@HnOKM
zjC==PpIx+$JU<zga6IP_7|0%7V10VgqzC40GKl%YU%xSbKlbSCQBlUk9+F$6iH^kR
zsT2OwPB@C0psJPPLdf}XwKU~A6BKZZ-oF}_mTxati}k_rDV=h1*H3w&k?Xlme0(yt
zTjC`a_x|OD&LYyffb=PNC4M&J3lJ7T9dl}4Pv`ZI?YlSKP#pUo%bjcIs)OH@&Fkst
zb(;X<q2PQ3NY@sLRO_y?Yv+S<wKgs|oGG;Ggra&IQapLxgQ|i&soAKbDpH4y)ZNNj
z#F?lI&}Ifn6MF9BMy9~tDVtoXUbu;#EAhS_8G|kB)Fl}*p@{<!Gu3N+?{udvDHwoR
z<(6!i%yfNswKUYC=@9d52^t)|paj+M(gTkh`#rqVk%U7Pp4c752sPoJT;XeZlBqqW
zt>{~(CwJOkLG-pNtE#Cda6?Iy^*uA%201)t>sL2ucoknWJMNV@G8hS#_wUM6d7U^K
z<+_G$h$(;M!#JaOAQdo>the8WYBy))(xJVRE;0Qi1zUT=SeWD-n>vPi@MJN|5xZ2+
zvDQ~1V`~*)Ki51naQo6M!-p&7PAWo{>t;akj#|I328ZyBUL<riHAUrm#Fh=1rVLKu
zTppd?@h_1-Y^vp5u+J?XZx-u<a-WXCjJ1xhNJlN_-xdQe@k3U;D7!K7@l@G>c_0(h
zyJisaDzpn4z}37oi3BE5tjuPD-tS!Uq#Ak8)S)&AJxHH;QH0lrlX=BEu2}u5!q}cj
z7IFczHo}}7Ld_5dwnh-%r0h|Pvi}@HJRhztMOMZJ8yzDuYO(j)6whu%%gB-AxT&hl
znqG9h9U9Wmv^wu?c=pqQ;!(DJ?$c9*!E>EuDRD3od}MZQAJkh7%5k!kMYg?L2(a#q
zi>Dq$y>Z1mOjdN0gsd){sJH%^Nt&2CZgJubJiY~?lS{V^rzG~ef<Lmzu0G|!O0oly
z3@cbJCjB@n>yfY@0)*EEfe*Ca$6ST5RKcT5n(EPLP0+L(HEunKJ0)@96(xEB+@=Cg
z6SmUe_O6%A36&Q62xBr__zcl2C;Vc0FYKPMyENvx_DcSjKRxy2a6COzY&RB++(fN%
z8&jn>#~?CfHJ`6Vf4*R3Q#e0T6n{pAJCi1rI_l8iHLr5|iM^g+H%UY}SdfR&$egG|
znc;K?P_hT64}U(APLXs#0pmqwKJJ+ziaAJ>6X}0Oh!tb+fhn^tb`+y1&zaeQzJnZo
z^~A8Upd<vF=Pa%;Z`#1+Y6)8G#EfeSH?z&0XD&eM7gF9Me)&Z=VkYzHVtmC{M;+wa
zb<JoV-wLEU@z<ec+|%8!M02(wnbw1CNSJotdovY9s;<1?iwdKjs}syr=wD-}9>217
zOnSV?E-84~7@~02p}+|ye@zUW>HFzM)p$l(R>b&<!XUdo>w2WLZ+FZHR-%z**!XpE
zpeEJZF`kibKmeqc{nHUQoDqJyjwJFBC4UnAm@MD-G?pFG^n@x*-Hf<W+ln$DGNW@m
za&?mxy_co7d;xf~AD6VmT3+Ec&P~>Y>AdO40>ul<Mn_A&a63z;t_nweuB5}VsOqgC
zc_nzfr>a(}dQON|>sDGdC}1HK5?hQ!!=+Y>`3*z;xy3_uwM9;sY`Jm9p!FrgSNBwA
z)6&JdfAveFkDUs;A+^_0jOgv#p-XwPCa1iLa7u%TT4icJ*{j5;0)4Q40S}FID=2MW
zLrY?$QzvR{AgtGF0U<S_Wa!xFV;DJUr!Yh)*G2=$CD!cyvJ*7KBgbd!jIS&0sl8H8
z_k*Deepass=jddnhO-dP=F^bu6xSnNhCKb(L@s%mF&u;&QVW91Tj1}tWrngVk^(?&
zFhd-975wn~%h^-cWjMpJ_0gMW_}SzOLshM?vI3MM_fYpUWHSW(Z`*WM^#;mp&-w)e
zvv;IiL6Pv;GtKH-zi`mC23ZPD)B(p{<VTMKwwgMDc>@U%7qTKoLcu;>l-Nz*)-~G6
z;dyBi>nq3hTg>nkz-#O3bMg#YI9@<W(4${?<EBLw;$+alE_P|&L&nL{u02w^t9Z`*
zJuDWEfEg4Vj(_pC3+rDkyGLH<*4TL_E3#_CI_dNVB?ty6bSWk}KxgW~(m*aKL!aHD
zl}YP@+NxrB3`?f?Z9`8|r3NE^S}n;_Kf{Uid~!O%KuImaI0a;>r`u#2es*Kgk~|ia
zgqr})KBM2L^^OKh&x@8si8nW3vr&&-=Bu(}Mx?6L{cOic124$Im|Y^5C-$@nT*AzA
zC~<l>oQ>(l$blzDV3|%u;o)KZl*kznM1H@>J2+3DS0k(XrZvL;nKNR&ik;}Cc@UgR
zF1n)hv)%MyhMfU|YLarGM}pb7RT!^OJ_W)Meza<Fm62`q^TJ?dcpKivCf>su_ZfSO
zzlrkRCM6NfDf_MQqiS<tlu{vNBw}b70(ia<9a&zGCF~=Yl-l>#Ti^walf?7DQpl1h
zRFV`!M&$L5fpUSbSvv#`sA$e1k!!4W!n6^yl`UMkZfr)~je-vYDtDd&@Rsq1c|M&Z
zL4%M{0?cH#rvjL*TjX#KtIml@KVta3eTZ#^7BukN@Qy@1B<YavjMMykVwj_8+hmBg
z@h>5v7z#0c8$Ad)f^HU;*<PodsMkcG&d0#%tzls*M;go4z}<158gaDA;-0b^HPh^B
zpnkN9!=(V@*}oRa+^&;G7g?h^AI2F4(%qOOr=xP_3;&4eP_I6b?Z}NvRqQNPaURJM
zMV*$T1FOQ{LH%*G4X-><eJ+j3I2JmuER`EOa<bsh_IlFkamMv7b>I^@5x@c54U|3)
zlPDl09rJ5G36+F}O5)MbiEu(ggpl3(*Q_W@??9gz9&IMIT1*oREGX-8KQaqgAWl})
zFs9Tu+4qq{Y@77c*ftAv_CbP~1MRuVwTANr^4CDHqaB?(R4Q5dTuI3u0d~ejc#$==
zsgxhwz!?-lT2cG-PeI6ab`5T;z-uNPxA2TpXUug&YqD1Z7g@R>5hBi`9EHv7!df{x
zb<i*fv)i<T-)0)>bKztr-Q4<e(d|mos9c+*f1>uH(qsq8O6<QKj5ICas(*gnGjJ+W
z*y0pFD{&|Cb($wCqW*4rcYW8-RtS;15qGK<<Mi0snA|5IJdX@VbVn$J6zD!YB<XzE
z=loVSOT>n*z%`>K+~Ur)V!W_Xi=JR`m_KYoF?niL0W-75O$c&~-qn%9u`2fQubAE&
zYM#p_vVT6Dp}A%6r^SBC%;sA?S^?B(tP$-LhdG&Yo0p6h==Mz7c{(E5q#9AV1bj(>
zhdEY0wnh%FcV}tO=ulfTlj!cjx8wy4TkpK(EG0}j3pDM(cJ1)l?|S(}BcX?}n&_#d
z{hFVBFWE_uaHfF^+&VWWP(Epbu0d08n;p>fHBu#c*bum9sz%nN1j#^(g^W9)1V`np
z<SW)uvM_Y8TwwN;=`O-)A&td0K1rs3nqy>^-ULOyPmNDny5>f0#=gMXXr%2msXtvz
zcvGjeJZ*!58x_c%Nxm2$Aw%^j5Aa5M=J3JayBr6gPc=?W9U0p>ZR0?*fkX-b*%q8k
z8A70`YL?vx{_y|aRqvm7HLVXtLW1FmFx^b4TgL?%!#bY99@~@-n!xpPqJ98ucM>~l
z^1OlNm`BJ7ZQ~H<2ZE-g;am7K8ss_dRRM}rOXr?NSwf%1K{+khcSMz{e4#2MGAd+a
z*}Brga<eawQSDl6(R<sDi!>->dqA}pFaJ~Po&Cp*Z1FoRDg23RrRB!lR8dz?k5!38
z-Xa|==un~9gYHaW%vo;1VixOn;27AeBCj*+mAjNw(HITBimAQfUD@qYcyOzU)!+(2
zLSGn9-Rf;UxmPEg^s9l>w~wl-d8&0WgsS7T#pl^}ZP$DZJx$i14q-quuN;s-wo))v
z$wyiepfrgy-Eh`M3M>};ekR$#W8U&dw7DiF!hV)pyVMPpj!W5#REucpgVXud5?3FF
z*yXx!oEgW_N&J=cCD%dv3x7h6rGnPRy%u0xQKtWvslol}0*F*cKt2fK(c&%K3@#pV
zFt%hU$5SP=P|(4rBF0bF?S@k1DN;@Pef>w9PEzFZw$|8}VvtF!19})gL5Jv)ROm*O
zNyLqoLG{jHu=zkl%-V0yv=`jYdm$}cG0GR}nLl8J)>L|=vCGO1Si6D+%k)zmRett*
zp;SuNtltY)U#!?95_1*p38u+!S^zZ@Su;xLqY|ZD<C8Lsq;I(b$a%$TP<lxRz{*=C
zmpC5678pE(JNRCIxi%OZDC6SFCee;lQF!5v<@m*s`+;>rcMzmNSTYu#<-5p<tdz-!
ztsgM=b)n#6X-8UPzR$Z1Td`-!3pX`Pu)iy8geGeuMY}sZlGpm!HTK38G?H4_{MwUt
z@^e*B0qt`BnE`xd12NY=9{_Z#nqO|TuMwL3HEG#prz)ua#VQhO!blEE6hL;;JfeGB
z#;dK~2=g3()8WoC(aC*fr_sM=NM#=*vNhC{wB_d>D8NW;l>6AsQ5--;K%_(4abGZu
zy+nglBGhwzIRW{?x!KY=4H%@$3~-Xsfm)M)_8RMTjo|K<9}AKbiupQ*AXiof%gAk?
z5=}vW6L#lSG&&k};ez8DB%YoM#TPVj?>}Wo8T*aMzR=iXPDDM7{=M8@hTuJw38}@&
z!x$IldATb^&8YSTReD_B@&`FbW<=84Cu3~XYwBD>zHjDCO^k9?)%ijPM7kj%t7Ztx
zg0@d3Jv;s}g+z}@83?rKG!v8pqju=<8MgxnYaz6%MS{WSiZ^arG+-)@7D9MnBb}~j
zg$y$SEd)@@?kpMx4HaFn>$XZrv4TZU5bGCA81DQ+b+}Av!r}V(DWwZuBM0Zl9>*N9
z@sF8q6UpfuSMKBr_gU8xZo+)yk<<>mJ%E!w_5EC8ap5VbH9d<NSge{CXWxYMwZ^Mh
zv<KO?#~sa@)K=MEO`f?O%nXFQ#K$jog(jqo#FbJiKT1^8sJxuNGy-tjd%i2#SV?f5
zPm`MCJKrbTP{bTh+)!+zX@b1&sNXx=T8wiBRO&jzOoNGFTnjd(hj^w362ld#A31C1
z@M)Uq$>Jw<_>;AzYrvFDL}+>B&~}p%gc@_yFb_X`j@$VK;b<h5L+-|1U@Yj4hQyA#
z_AzOIG%B~-55*2Z^wj(^vXeqh0T;syoIameyAzhX=}HmsduWxgbny;Kk%{39#cqUI
zH>K0<n8es;K1<%d@8JS-G<ZtgLt2H-<;in}Ei%mZB`X$bxd@WGk5FJo>j5`26NXFz
z#IX;_KJ5qe+(Qd55rQrxLIbu0Lu+Dl4hMdbr{atH+`}!MtXHR~gOb^5u8GeWZha;%
zm1#}cE*uEE=bjK(Pvft2AXe+38e@(}7IY=2T*_KHd!Q4Sj28W|T`lAd9%pKBx$q%(
z&JTvI%Q=Sr$mB)8BqHQes6(eE491BOfhz=8qYHrPXxFUN%PLG=Z5m(*3PV>)^9m2j
zbTGPi-HSq}EJ+}ZZUv2QAa=e<^OV^#?PO4rCUPz?SHH|ETpwoJ8jfBp&n866^Xyhf
ze)Vgw?}K~~!{j#4bWFZoCAfxQClGQ*o9nWXq|vCSh^@0&8#bwMZ*W&UCwsl!(*er^
z2d?GEvIIS4gw&|8dfUC~d0OOXm=?_8n4@PVnxfc?m#1yWMh}#C{JFn{3~cZ~CN7<h
z*3yk75E7Ab(NUD`Oi-QMN#>Dv5?X810g`|683h87L^Kp3EVZ~f`WNerlA9!zxOD5K
zlTPu=*<l%_#WT*0m@}ftC=E=C3I&>ggBCWe>8uven{mX#RL?JLE_peuP?hp#X@>E*
za#uEad^xW3SgxprBXT2Zk?zc$!)IK@d|fIxVVt9DJl9Qs!j={uA2ND3D*JV<Jja+V
zOTVlz%d&7d$og+)20_t51!F$^%>u^(7UmdRG`^k^embvD)uPQ*T1+oSC9y-L=T;My
z0bOKrt^qjV6scDWCrJlWgR>K{g!kypv>%gzkqpOto}al;`oU1PC<J#ecrg}j|7?bQ
zR8d-EwE<f<O$C;o6?fL`D{j*rs!e*7!9a*9HEBvs0T#N2dUl78@@-Q`1oIIo|22UJ
zO(*-cyIY2~%`=*VoF5hkLuzdCtc6f9s0BC^m5a9aLTI1oazAR9x>-Wdtxt6RAYphn
z;5rm6E>7Mp`>P5S_LU5-P0?<NG6Ng>*#duidt+J3`8*n25Zn*U5V|$-iy-#>zBl9+
z(I1hvPUFuQKn7gZsVq4XlgdD;Yni9`gF$+<{nrwoqTH+7@~9(wr)lF@Qi8=5Wd_4V
zW;_s`3l*zLRA|S<F43rtUAJ}z2IAfY7pr@9g7_DtJ}v875J~J#mVCT{g4J<`t3NRT
z5+@iKi4u%1mETDq6>4OQ$7-v6y1c(RFrc^2%Gr${%6XabLklJEY|2|f#CIF83@XXq
z`x9$w#-ca4fBT9|q6S?_+iJ^F&dGIfV`8Q>YIdDQRHy-a+~UR+v2<L7+k<d4xD-A^
z{ms|1tH~RHapci549-icWSd<F!9w*eNp)IsYy3t;{qr8KyzY)Fdzu%rDmyp)r5_Mg
z;#Y^4`+<RMZ;N%CiuvM2X)N(;GbPzO=Y#Q(00UEp#wN8+8$Z;q)?bnDM@{dU)=XjA
z$c6URXydbN^VN_GIPgZG-(S!El>QX2U83CP+2n$okGOf2@hQA|#mwtXp#Obt*0qu=
z?Pn-wF!Ci_2;AV8LgX2@YCOuJ{*gqY;81p9yjWbiE<yG6_yml3GUGyqrJsguv6o02
zIl!97SEPqB%ZL5ZPvH`_>cwayR+3CyMTlH$M!;dwFDU@H_gD<jLmFt2z=A&e17l7o
zk|nJb1{SDLf`>TH^Yo#VV^kVW8CbN@9Ua3H%tHr{Dk#qYxS;cg$a~hzmK*BC3`V7$
z^7+^cbngI<ttks8N3=uhW}y5bgW^42|GHf097U!9Ahx&8wU=w0d9vr$`nLOC;sR|;
zIkNKTjtU>tMioAWw>dxb`aIsG1G<#{*zj7)cQEUxBs-<gCrp!u<Im{6k<c4gl-a6E
z+BGOGaloo!DHtWP;Z#)i%67oH<<j^TL`UDBdNq}oCu2Axn~-sImT%xOWmwUP8P&V)
zT((Ra)5X%_u>~cBX;%2Oo{ZN+a9TE%a6T6k_S=AT31}H;lX`Jj8pU4{?NfUe$dM5o
z`6Hiq2sk+MkRP~Vx0WbZo;gi5(;yE{le8VU#JjyV0*8U0rz5XR=(Df>JZK6kL$ytf
z$e^AyFl9qk`5t|^MP|MB(+|#=d=!H*#aqsH6RF`Tl|m^zm1I_Zawq@1?Z;-++US&e
z*@#-D|D`Ww|CpfYFVi1nc;mu}Lv#|Y!p7L%y@`iAFBavlhLU}$NAD%!O>F>FZBfb@
z*((o_nw<`7G$?w}8=0JguXOo@d7R9?%R4YaU0j>fG;1Uc(q_Df<^s_d$}g8FtmYXW
zXw1l#JZ3#Kr#tAzA|bi`1hD--dK5}7uuhw&9J^HGt_;%5j}z5KZ5?xl?UswJo`DEx
zB~5$9Od0V>*56~k<QrGU-&=$qUbeen^Jmbwe`1ltrn|4HBmGRjYO_eG@qWQvY@-?X
zbpq)K4x@uq`N@gV^Mv#IXoQgbMvrGV2?<AJfMR-<2Hz4Y-wdg+KuWWg5jk05)xp9k
zE`fRPiqhS)>+`MLq7`W{16Z0y#zK!ukEL^`^;I{7{1T7CI|&O-1`!N%zOB2@{!c`#
zK*sI*3BslZ>@<RY*rVQ2&lO4HR=vy_>*u})RTyfro{Xl1ujl1dl~1WBT)B+|O%qGo
zXd6URb1H3A2BhgjHVcU3M#v&4^yHPPqT_3qjD7=@ee<n16<@{oXny$QH#1Wq@MGs|
zIdXNWETnOsjZ-P9z5K-257b<h(w!E6IqP6e)Izcv&2fg(HPR|=RZh+8I1Ub2<+VUX
zUwI1gQ3T06qW)6QTD`%rU>xB;TVNPpnf`+L<k7n`HG{U#Y^hj}&Ggits={Oiueki0
zW)k&ab7E{+)0J6_X{)W8zyQ~j$&Y@55?@Qsq2_JVd<3IU6YbZ?h|E~mtJ*m7T=6{F
zcjF<<D`*sk=S^${>(-=*SXS#Emi=ov;dDvkkdT#ppgA5MVmKZ_>S4QXa`K_v8EVAa
z<cAnH)H$&kWw3mtZ3Ubp5xGhiUpZHw<%|H6fXh@!^v)4jGG|YnDEcPbE;fSu_9-<d
zmxvL$JsI(47h4)%ac@R#fNsE5jsDEar@jccpY`FJoGiiLG#Q6@jH`3#y~@z*U`bMB
zezD6=CU!oRC-N=6XTFC?OnlO1Yu5$+k{+?J`9L9J6%Vn~rf(#}#+;nG*$JbM#T?kJ
zparjaJs4ACb;HFV$<Q!5<?^!D162pGI@01WnHoFm+*2;foIXAlY{yR4qEJOB<}(|f
z%{Q67(SkT=DE2byO7)hofG#f&okTppxj0zJ6pVot`C@!pr5G9A&G+@WNIi^e)FN|=
zu;9*s4{bAR&XOOsaaD1&EK@9(1ef4G?~DJu*z$mcBciA}1=AvYHuj)1dq&Xqp8D4w
zqZ+D<3VXDgB5j3jKQ~R<0{?asr5p2K)W9cCGMj>On3pd`^Iwi%Q&`#uTC69B+YYOA
zSx9V9D(V1g;|QCRYngtFFZxly*bdiZ|A)ADjIy-Z_C3?KZQHi(N@t~QXQj=`O53(s
zY1_7K8=bHA-uL!7W1QQgd-R7DD^|=IcxKGCKCCC6{||{@iSI*3UPh7C;s|+Z=^NGA
z2Jgt_rqZ&qv+j0q$v*4`m|S+K)@+!U0a2IqcLzzj8G@Pf0?yLJ>PB1bL{;NMUV?zn
z0-i^Px~XQ^vDH9ra4j|CYgqxLt;YCJ{6QS0+}I-?fpCUdJJx{_mS?Eey|sgOv)}tP
zhT_>vYHTnK-@a$F4frzq?=#gO>a>~Hvl2IHu3#?li9yQJN3k-jduu8Or#BV~Aqq$G
z;j3$oa+aIGu?<K$CwFR4dwKT~TIDD^+{HSFbAyGkv|R+T^lFBy2SFv}`dQD^yq+oJ
zx#(iBui)37)8k)+YC`cU+hrKF9!?*pB|RBbEkS(<fqf>6L`-E;aV_d!TJ)PUH^--q
z86r1@eVfK{8=1M~s}U^bxp@FzB05VlH+=5Nm`&UcvsqYTNcD`N(<)?H48|D(AE0t5
zJ-wO0L#KdN1PN={4O#7XP&p7y?Y1aJ!Da^wS9Fvdo@|gYzgrlj<mkA}5=Kuz(nZlT
zX(BeQ)jP>+bE}I$l<Z73E)joNU*hfeaGK_SIVN){gJ{&>swx!N=BOX27IlPE+Txua
z9p=&1cnZHXf(PcJvsDA!oLffa9tNW&oe-s$N}f7SWE9Qykl}O*tXfm2CZl9K48o@&
zoB~(iBeU3)m`nqia3=JFWiWO$l5L0+Yz%0UplY41u@UiCW2&`k8lLgIaXY}2<<u`|
zO(UnTEYwT$;~7{JkW3X*hd4G4F%z~^FYdzPP@6w#ti;9W(|u(y&uYhcjHEK1O!;A5
z-CDw8ElPEM&W7>|AShxul0YGC4TrJXKj8r!lgsX|lSw2=V(jVy(?|LMbSvdxf2iX4
zUg}R<7(tf;6k%(cg(3f&i0<d2cAU~a{RE133xd_XTW(OZw#=c<k6629;R&iEO(B9p
zKkkT44!z%;;oFf<I33`fp&Q$pwG+magPl#T_Agj|Bw`9)-u_PCSJOdSfBr_zym+6H
zqGOz`sXlBpqgHBTHk({k>6z%%YbzUV5$jOvDJ0_k#pktp&hEUYh#lu@{hJ(Cmx+QB
zp*R<{c-2=(HCX*aEMMac8ev(rgxGhNGE02Q;1w>zHCAqG39Z|A+RM&tSAa~<{(HL}
ze#55mE!LRls=KbvhIBNGK9YZFWob+hL$I&eVw6Q*y^^bL+r9m!{v6gC#_jq~3)opa
zrq%6fwpCm=!FZL`p)}mWk|cZ){N$>EWK1q`n_;lvM$f}N?A_i97X0Cny|$Yf*nQBk
z_FIyPH4x%1@lom12(rA43Ln<?*%0>tBzOFnD1E~!Bcdd|-hqW#uES+Dd(lST6KT0X
zI;nhxpjsIE*lRDv@YP2QkD6MPL$@2s>oqhAhxs%Ahr;ATmv3l%aoFAdt!Qh8Wm#C_
zWUYzDq{qpy$BD?}YLpQjXg^QtWWHZt=zH$tRk=<2fj;aC9g)@oHt#+a_iE%*cuv{z
z%35rARl@b0NQ0WgoPA*iMp~T>4?`T{3)1z?)VvNoBg(Wn&#oG%wEaXAZ73MtBI3Zu
zFbhspyA^CS1L+e~y`OfbbR)%l6tV)@m}28zafH}S4_BeZBz<Yw$OlrO`nWc?B*lk|
z_<qku>SXirJ9LF`=2l7DL_F}@4kh^8G79k$ZJ6rG5_8WNz|~j|F~+kud_5s(@!jJ7
z?qrMq{#MMk!8#Ib|0vW8p4=Jkdc@N~*U&5F=peu(tb$yQ2BJgoO|?MDAnKFEhCpB0
zXPJTI#3XEIP-7<1IRG$*Pv{*KO73xM{1sJ=kKz2BYW8t=U4bE@eCfh2r?neDkwz?^
zwnJcT%wt(>#hzirn~lLH?L{=E1#ohIaKA=~<_3(~&}l6+*@~)EMN7e{k<WfH+R7S1
z=VB)OlC~Sc&pAP-esQ~H^=6rreYwbTNQM<V(DDH*13%;~7aecRc<_nP;970k#CIYn
z;Bt4|z+wkhUE?s0S+SSvB+u@>%t((9xg|*#MU|)w<B3~xi>BoHsz@(`@ZndbLln8#
z6hCw%kTQ&X==MbqPI^j5!)wN-><tV=7gL&FnB4u-el!EorReedQ}M}44Ee<+#2^fG
z@|zRTz@B9BmX=C70s}H_G@O&Sr-azklA-f=a8wh)s<m6{y#ux}1rCz7($6@^QxUae
zX|O(xi}7kqU#bOHL%r&9KKcNK?bwl3=e!(5$I4^2d-O-XS@@-IUPy9e`zkU{4YRTG
zxEH8UH|y^t&Vqr!fO(12Ql#5AtyDCkYsg%-{u_vgKdT9ZR0n>ZOh|(H@xsn`D7W|=
za1ycIr_dgMEIiLz5T$8e4i?~C6a<M0@I+||zm$$o6V(I~&k47W37Fmqd=#HZkJ?Q*
zRPd}+1HsWnf>;2=Y&rg@u;$Bx0WfC#{Vj^YSzo32a5Q?dW16dTe!?jJ(}YM_o1umJ
z)+)9JoSD@?O*$n%V!z<SET85)haaq-XGP2^%ih)JBS}}q4}+gk0*|TS?z`EBY7@my
zfLgseM3p*;*Te%}(uhg8(1|b%+FF3v4VTd_N%zPEMJL3~uAl>&bA4d6t+JNsK0$OU
z9TmjfR_9h+ZT%xs!~ySqAkSTOy!%FS@!HjwWGA_+7aKX#_~zno6r}}XjOxnZZ?;tw
z?8BlNV=-q|6~ZUKW~-65GCe10?Cs<`sgBm&-8JTdBqUr6+k#&=CQ7yedrL-J_)`p*
z?)#VAJeB&)ue@rv8=3V%^xXG-*V;Y^&t`idn4O&PY3ff+<DOrZha#bw>#gG@png>~
z#A?M?hl?A@+w=A*dD>bFpN~TR4&mb5jA7`dP4Kd-bgD7fW7g)cjfE5?k5R9VY^Lq+
zkjZutF2g|GT?{@fN*#A2X_r@Jrm`GHJw9*^s)PQ8cYjOD9Bfv@I2eGN%BI1`|LtzH
z>NuN!Wr8G<etZl4o2m4W{8+N-;}ntR=AD7?M0Ri5)(v`=Z{8rGQ+w7yfue6FGP}Vy
zF7XvM33@Oetu{w6g`jKogd7%X+%R-qn-lXDslp$Av_VxD)CZjJVV%;B2?XIj)HJ3#
zTU3KSC;oZzTj4W>+(vI2xZExoFr<y@OWxDAO_s)?rZ5cgK=OvRvK0#ZQ=bEALu#7N
z>}_ysIo7ogKQ-SB;}7QP8c0blzBAk28js1e^XNz9$QcPRe~ub^)S*hIRub!wt}8%#
zc1zW8hIPr%r*U*dWQSd@I6XOLJ3^>_>J$#-qVYkq-}Wenlm?NEd2@=mXFJ5|BdBQm
zalT3v9jCb!0pq(aEF=ClkD&U}gVB(~ANNA-ubVaD@!YhlEckK1V{eAi%Gi6Jf~D48
z)!gnhCNzXraB&}l-+9zg{oP92z)Sa>0A~a6Buw#a^r;_HZ>~mXN8cP05qs0A0SurJ
z+Kg<KtBg8;-&)GvGm1JL(8wp=Kx^s!o^Tk~t9vXpyxsAZSG<hP%dpx7S7U&%9e$5H
zN{h2ERqqn2rK*#|MYRBTm6D2u+KRrw);mo7w_&^C0R>kLtXYlP>z0_K<~nOPz%dn2
zA!4Q+py`HgQNHr4dE|S!j1zWGZ+mg7DVp{0q;}%G4|0*`WE5IKHv<`C7)XIJU~JG@
zjq{XdVFG`4e^Lr|n{!$;@deK8SqIE;n=w9HMyq9rj3wtWhgnZ<rz(GVOd>GSxumKh
zvNhlElczY*qnem`R{#AdV{A7DTz%vk-FIW{k75=`?^>&eDy2E|B`Mv-GvVhT{BgHX
z)?YSs##^xZMkxHg38R?%<cUBpvQxzP+!si|$<a%$#-rc+GBOwpYi8q|OAORSwERYC
zUIwL>Hh|=Sb@t&6>Q@7yE$C-9u|e2X?pBcBV`j-3@<_7N`y)E;k#Y`3t>)<32@6#y
zhZA%6N6Ea=&@_E2u{$EJj^VHyESt%!yKs~v(zfMaBu75h2mO0fhK=891b-WoFptcp
z$3|4lJ&%p@zfEX?Bg$vQ#lY#fA>xkBxKl8)Yd4&+ye$S8F3XJ>kO?WQqvfa%Jobq9
z9t4dRcJGf*Kd)V?aaItH;#W@~jEkNIce@oOF#sQ3E<B8u4x-&)-LkPzrB5tP3pwb!
zNJ`vpaQ`4A3d`xe=F2IOXdW>eF74jv$U`&sToidB@mE7OVHudvtaAGV;xk9_<iiTW
ze|Wgfb;l!qHJrZ?5XEg6)^<OmMIMBIFKm?+HqtHH-j2&MNS4K-#J9UHN*`ln!lgvV
zwSbdDd>P9oERsKHgcE|Cz*XBL$FPNR2eY&W2*mf_2`mJwY+{7Z&ZOKdI`j;Eobh1)
z@vVlkzdH9s+0y-5#;jk7*$T_^081%2i1Nfj>aMW2`~FQ7X<nZHHYc85Bfu7wt=>^C
zi$S1!E@?ZRNzXiU%8_G+!G}p-B6L;t%3^Ha@GU<Yq({-<g7UWKm~POqVi1cny~AlY
zlXJ91<<RZd3c73G+A}3o`o!<Or;r*BvLf*5ttcUnQnU=&tjiphe1-4+oZNG-8}dBQ
zPQJK)?Rhrt9!#Um3FVpW!mWUxu_~G+FF$hffaNgtOY&)#6}~lMBU8_V1^}}?fl#Ki
zxosI@PDUm1$eC2^{G!}1zA5egzA`uFGLiDC#}EVtc?p|LGgM$Uvg$VphA}??*`*GQ
zon)>TGw^Cug8b;z5;>=$#uq%WD@@z)fYga>h3bzdAE3U<<-^hAEQ(4RnM<`xoIKU_
zY!W<l?)Vn%onhf=MGKL!hw%8AY2$Pe{JuTNlI3MR#_AwF-n3WWjvK45>V{wcPz_@s
zwgF4Yt6hBT@;v%$<Sy3c0K?Y{=tCgwA`(y4+QXtWe&;GK3gF189De7#9fG2YL#X4)
zeg>$$N%53cj_{XCxialt{(7gYOzV`%Eic&x5~USUN47*Iwu~Ca&CMlj7nDm!N~W4`
zc{$0UD<29km13KKzH#G6G7No4U`lkk{EglQWHq`Tq_tfdXIU`}z6vn6V;J21FqXj7
zEYzze^%G-sV1xB~V+b4+R}9eaJR?+sKu?75iDKVg=GL$hWB1MN^(J7%Z{ststikha
zv^S(9B`koL1g1=2PZ)hDug3_DXtcVUhdK2qkKm3aYq=g7WSa3>u8VgEMS`|$aJ8Tz
z8PlUCYXjnZoWZy*44rKY)5R~pUQEUeCooA90NV!d?PbLb{o}#*w%t5PBIU&uV?_-j
zi3ihzVy6S6VkG?C2XsjBr{lR{=_Fxs{q}D(bm4sBb2sD@A!v0iJIy6*FXYHqgDKT;
zUTf@QgLPc**p5>$r)|}Fme>Fa=XOsYDW>SX7dno-asUQzdZB!n>r9mFl}B3Zhl1-a
zJLbQ8=gjnVH#o?%@a!r*+o^fYzonK%@?Ui7_nJU)Dz%cxdacJzBR7ZmiDXsPETAZN
zlYN$8k1lJ%R~y;)+daF}<aa|a#I^W6Q;UWIvgV%Q6sU%*gdb|g;3&lyUja5=&AMtZ
z2k?M%!6CW$jjqL0`V_zOR7#FZfv6k{dp2O~vw?sT?{Y?B=2{nG_kUoe6X5(RmU~ga
zu$d55yL%i7U90xfd}{%lQOgLqz@KP)^HzPr!J{byx${jj7gdC<oY=FqB5mowU>V`6
z%c*)5CG?h}2p^4p%K2?vJkIHuT9aQ@-KRmSN#6q{sjT6i^}7Wl9Yz)ByE)n!fnzTH
zqUE5eQE3{~PnF1ad*$2Ugz!CsHJR|^_Z$M^^g-Vfor3pDcN6m&Ut8<eOWL{%z1^!J
z@l6L}t96UDu^l5z`Qgel#;Dd+qUCOu056u8Cu3vegYgHvGVB|#QCsv<L3`fPP0bt6
z)n1IMXthA@Er<0ax{;-|@dbicv2bne2DroxZVSbvT75lzL1@9@i)1Z;T>I*pXS1Cn
z>R!ni#LJ3;7yh?o;j<8TuJoQz_y!De3YoM5tL`VE?u&AkknaU@yj$rc{E$8m{l>-K
zSJ8cGNE#sfrRK6W^{ZKik$|Vhz4oMVk4Q{zg$%FaDAPx#@BPxKOWl;ep_FHoI!nKY
zoG0sL*DanG+VExQ#-C2kR!EDMJM2(JFhOCJV_p@m0~C<4I4iTi*6KrH2ti1K@(4Cu
z=FtcN!`o@Ul#_dpfHk-`%I#Leua@A1?ZNEly&%Q_%=_IcYYvB-7mTjSK$-bgkI1an
zHl}Dhes(7z2`Tx5X*tLov9F{7<*2e?JX%`Ep@S&aMC*JfYEsyaho@9lX>TXRTxnSV
z<}rF9dL!2iTY%J`bbcOPIpg5j4}%SB0mGtm)ib*n^~1v)Ss6583e<CkKQRINHOHyZ
zrU?O&A>&K91aA{yRf2~XNN*fe!!o=>8X}RSOM!S>0lL|@O%LynuK&F|-h)l80+kA&
zrjOIE{ADO*RH(b7G*j`MKnO1$?ZvXOTbp8Q)cYR!FbvlH_9~hmHBQ<UGthEcGOMg2
z!!0F{JiL4BTA!<sTGE}Dy=$B;es85XmO9bJWdGKoT6MQE$xtkrEli14aL?7-%~A|F
ztrA{rxhYWK{Y4m>)^kRl=$3OR_B*g^B$hw%z?MLdM~V=TMtEQRZ+Hd=u8VFfqaS|6
z4iQ0vSru3ZS~9L1v0jzZx`+N9)LgA719*H{=h5#3ygyAa90m~6tM7Hp>(5TX$Y=av
z#*>Yt=YR^t`0?~J=qq^;5?4*ZCToSr*UFoJlg|5yivBd<YLR_44a%Qu9!2lVQ6ROW
z3v*HvTP-@NQQg#<C6_T_rPEni7Mi4+r)ezB^E$51q9k<1bF7R?8RzC#?9Z0tTH#+O
zozTplW)=qTkV#<Co!4?*Fn6SR#TqE6v{L_kt0t`535a<eki49Uk_#$?DIW2%{zZC?
zwEywly03w+7)Dzhr)_`Zw}$>scA-Vz;?0kjv%`P{&S52Qk}%rEr3`6{34xYa(emwR
z_ex(WvS}Wj3NW<UwX-R%MQkhRiw{Kqj*$Y>NT&zfJy*r3vQUZE3KSp|dFLChIdi92
zwKZMH7i;JwC`BUBE8QiCc!KjW_$(urYz97iUV^rHzynr%OCvOd(i_YIyt0CaRbB*D
zU9B-~{UZR@v@IHQ3(EJEA8LcBq+=_VMuWUGo<VWMgRa1uHP_x2=H0N?0TGw4tgu#S
zQ|21*zOPZlJlVnpZd>Y&Q9a1d{H4^28S~yshCjgH!X5{#+jD-r0)Iv;!%MTRct0^Q
z!+Y;hoo(%?AS3C^adXBrA<O7ensyb-iH>gY;OA$tnpkbx-{S~h|6EyHL2v381xzYX
z-97fRhTEX`xKGs00pNg6c~c9gbKNac{uvn)W)0cFwI?nh{N&GPu@>4*lJ4Bm$lE4z
z_pW3LI>)Fc+li{`YZB!wc4#jN)7FVyrNqc<4m_}sH?6u%LJUvpl~kiX`Q}Re&`ZZ<
zLv)}%uM60pkJXARQU@*Kg`iDwzD38k-VS1#-x49lUYM`_?e?OyT-tMqhVEC3gWAA!
zT`uWl=N-n<ex&b9yDU)fagbv9f?AqxOIKF##un}2;w_jnh;b#4%x4#;YvmhhmQwk_
zDYL>fhWu!2g}(N0;2>5YvYF*OF@}rX*k+pkD68tM9Y<fBx`VihwLGTjlK9X^vWG#p
zw_!-<B3>zZWjH?({i8_BZ<`n0CCM@w&TPH6tn*bcgEN@`&@wa%HDP%4{Z=tlS8ZOt
zSS!kWGVZe|la@TvPmwYHQZKspA^Io!xI`KYA`cVB`O)o#H3{_TUBov@jW0HQ5AvXB
z^mWXBfVMQXD~Q?SkK>B2596v&`$D(EPh%TS(Cf}?LCr5&ATl1On;tvm782>9puM~5
z$v&gRs*SY8pCuU-R;&F55)IAQ!zauN)SxsOx+%u{qEsbl#}dPv_sxw|q(|VxCq}QS
za~V@y)r2M?l%6}=Cv0QaIct+E#GAGmt9eb2<GxMgT|XR)N%z4qo8~}c7s<?>saEvr
zPy98{v2k<J_yeFs1LpBCp-st#jpuF%uPPIOtM^zz)WTRF7P3s-9ZcpF0&1ddw4r4v
zk8Zwi%&;<u=@Ps1fLcj&uv6)%yVu<9JCn$?c4dImYW+m0&=`b_fMdVH#mOK0ZdPZq
zeKj^qJ$_D^xp+vGV6cdv3gAm;-$AspjMbrtIh+Qcd&~5WF0{eaL?%xcGo*{{D(jxz
zsOi04rH;4UG0vxf3wD8oY^*7&WZ^nS2wqvqHskq(qjAbl-{L1EP!tX@@!<C+L!Hsu
zCf}6YZ1JHtAOzmrE9-LKZKy;<02{WWRN!;K1?yAF@SI^B%vVxVbW?Luq#5Gq-Ii#d
zDZybvSoefUrV)Y&T70LZ^7~>Pe<ce<-o(yyv)a!Z1%!NiI2=pVp*6Z(iOGj+r%0;O
zZ^pbdF7P8+kN?&$EnCGWOHFCU?>Hq-KKWWBO+#$JdC$%HJdUA*2MN)CKK2*-u^nbl
z=DyBTz;?@S$58A}vfUT>h@c0t-V9ZXz;L&6S;#uTKO@bhy8u<_D#CS5WF5iy<svu`
zW@~KRTlF)Ro>^0m1KCAKa3P`A7NnKtBRR%Q(jt}~27?30yhZh~OCRV9-O~Bgf+TR8
zO^kyT!T)lQgQ#qQdEZXVxa9@^X>es2!R;=q`kKtsY}&EY&qF5VXg!O4NVu0QOxq`h
zaSf@bokrLi_~MZ#6jHlEkl3>G^{}F(ODoF=6px)XS<zh1K8C27!DCMj_;FiVd?Re=
zF=<Kl&<9h98G$aJeThBPGQ}0;ynBX}&TO@65YSl}T=?A*F=OMxx5PCPw7LlN1wZtC
z0M2VxK7fSyt=4;|fkpgd+l|b+C<y*L%{Z8Fn+yuK_{=Ag7*Rc6eultCnTD1~y<D^O
zpK$#nP==6JC2SZ1<jyzw{lvsaXxPmkGc@Yqm+?#3XPM9zDEWY)`!LteuoUgSiXF%B
zK10AY=RChca(_a)b{$^hFD6c5pN`>1n@GEB8`8{Dd_^I{^iZ!ep>wc|nrfL&c=8wI
zeuQsNQjeVyD~Bq~OdEP-KR({nodD_{O3Y!je-iet0joQGl&!=<OED$Vc8s3nzG^fp
z726TNdvctFR&CQ1n83VOYPq$kpZj-L>KcITOdk`zle40LT&r+=0sMXV3}`VpjM{6E
z$p_FTP1sBIwKSOnN@E#~Gx~$4J2u4JX{4U}0+1OoIpqMe5agc9M#GJ561Iz%6sEUx
z(^^WaaBbgxQ1ZB*x1c^Yqk=YKT9g*Y3!Vd3kn=<%H{fp*XFnk5@PFEpbA`uZAXV}7
z2pV&bv=}^rzLKaK1Ekt}lSTgC$?KPmP^afGq#u~<Yjl^oLMFv~Y^|L{*`rJ3^koTx
zjn^_6{`E`!wxKA*e}yn!%IJ**(Xn4(*<wR(8>A0xt$>A=gZmYqP38yDneNmV`GO2$
z9vTx#$kJjSCZN7BbuxRZBG3)YqFnL~8Uk0+b_zo2(2eG7uYhOMM~mt0Dmy@aRXB0z
zISBW&g%|{x^F8&K7h8zuaYQc!*m5l5^!@AL8yie`d)i=Jh4n1^su%U9hm?@l)=Ptt
zby?KN=|N3xJcUebP(AMLPrS#hc&Xn2VsvVTqOV6IE2vw1xFjY#q%&*A+&%0`I*sA<
zBfVV)6d8lSQWCHSscEyXS4yqJz+8k68q(CdQhaSm(y6JY(9EaH$}o?xA)Z+6b@YwM
zMggyvB9E!{dgQTh6hmzL*=x~E;<!K4?J$oq5{67ne|3Zi5-q{+4SFJ`(v7T_B`%;j
z>aP**`wEP9{Ft3${lbr)H)Y3poRylPm!D;giawb)zSL?2s3T3+ua$wYHO?a-wqhIi
z*=?}1ajkZ|#1+DK`EQXegdHRW(Y`Cvzq+)O(SOo&d!cEEWu?nD^Ny9ybd<=i+Y{FX
zcaOHq0mH^saPb7E*eK_dMD_CaC^1TWaPGvX-L0FmEn<h_XSYe#q-rnrXcKAn7)slY
zHRae>jICm(<$w}i_@#%OfBZ-Y4eQ<%6H2EX+G!l>-Ck{uu-_Fjy(b~!Wbu)*zgJc~
zX4OhxBesf_Z^dyJ`V5T9@)C*ky!HwZC0Fx-T|!qC6j-swb}}UVIqKDhzi_q4vdaEu
z_akf~+PQ6%#(KNa13$wK!AyR31GZbnQVqK`%5Yad1POtXuUfzCdYSl41qHe|XQp6i
zM9l9^IS}I-IT_~IXj0+aI>(NMcm?o1c*5Hn_;$dxd>NrL_!c4SsVHZ+F7ikFLJbKP
zjzvlm@KX~o8>vL?A{iZi1lxc|FYDAeElos8;We!M8%K4z15^HwghNa8Vq3ZPm=JNB
zjGq!7=IW<K$JRSirR!i+shm%NORY}g>CLC+)ReC!=t7CVsV|1MekLHi#zKXg!lH`Y
z57{(_8-;iTrw1r?b!)e{>QRbB7&P8OHMhuGuJawL9_WLpaGiIM_u!@>$351!qOQ$-
zC3KpCin!5LYASapiP#0>V)a>t?j?bcU}tXjY{kTj=De|kzCCQBDzZt(loI*J101nd
zt`2zQBXBAn;IdHsg*%I*G~m*U;w3I^4eEM0FZdln<7&_Ew700iBNHiLepM>@u$KAT
z4a%;h6k(M@5;o8-*!2Fx?O%~-Br0ZQ6li^3`X-&ntd5`lU;*O23{XP~WrB9<;|2o_
zT8Z<z?0VZ<G=y2@Ym6bhzj{Ymh|ZAG^7^c~hP*`QM0D^Cg2y(FELJ6o)GcW<f|2ji
zs+D*mS27IgvM^L%#~+C}<5_H0=8r5QEE-$sn;?)<tXJbuvO{JPkg8S6bWKh>wUX(7
z_+$vwp7j{eKzGk7N0Jk$mI)<^u%Zt;r=lOksSM9%kPKA_{K84mZjzIbX3l6Dcn>P*
zP<hk-iAC0QC>7<09Sf(e(jwkO-QHPTSiAKJd4~>tlxZdzp5D1N<nS7sB5dhPT!Sc7
zDPX>b5vA{B1`NqC+u_>HPp^Ah+wNk^_`6oBJmFTC<<MkbpMDNR^wXF=TX1nDeCz7E
zy9(9ewX0GTV#3%HZ9E@A3U+`WxH@b<<~+gz7xe9Mf}2zEbNqX!LK!dzDH;)1L>9NJ
zJ%S&VQtRc9u5iBznnz;xGb@+C9DMXlT6N<{Ew(#X5{Q~?c^#vO<J6$-{&R6l;GX&u
zkzNKg*-49~wjN!VQM3vZn%JWF+V<I$@<)}Q8PE%a=jrT+OGMS3<Yw#<_ySrB`zkQw
zOFUTdj_VJk2UuBBkZVc9Xg)iEBho+Xq>E4itfotX!c@*|>lDP5CmDf|^Rfv7R>dHf
z^XA|+T4Ms4z?+VFQ*@*?>V1u?&3Rl6{6B*?`4)VB^`(eB<x*Q?x8s+H*_pCjdNyCu
zRLa;l!2McnZk)S<?VG?`oTz)*KaEOLdklPrF8(f=?g=0=`2nPm9g*&56uk)qV&e?o
z7KrD1CK}s5Z+LAX+94VOcJLuE_emYm&_;RX7mU?t-z17#<^0~!ca)gPY-PUUd~5wA
z{sUs-yDi4=yWWm6^u)T@!(3KUy(bD3LQppi&@uo1TSU@OhRDLxQC_S)0_2uH2KRi1
zpgV3I*>z=IPlAYbkhJGRxr|9B{o@}X0@yxe>V=IOSdJ4F$VflDpo>%enu5Ox1wKT4
zh+$8c!Ru!1*NDIocsgZ<mIt~xK=(w<M5+bH6k&V*a_qwRVbn>YXpIp)q-t0Lln2&z
z7VmjhQPK2}WZ_aJB&AUUa;i4@sO7HVb#ZiMcvz+?r;|+IQsd2AAk=R-bxFMWG7n<j
zn=m|Pd(}cE*kBc!DzL?**9q%R?}P-)NkOWuT5ks?h@Fs@z&shBh-@Z=h$WG02Mg67
zTN8EFGT+J7uvf-%S_(gHpH>jFtqF8=CTN(l&?C!117C!|QWk_M*5iYt$mY2kI{vaY
zg@Z8Vm9@mH3Pgi(=nB7)mGRC*w3Z^GrtfiB+skl#a10jgr%beNTTI-)0KQ`9yu}3u
zXt~VmU4nvI(+Mx^XIv`cpu2P`-sx`y@x3D@%CUQL)(1BeJcvrf!1e1H_eX<HNPAY>
zu!Nvk&>kK<uMgZUVS{{R;9^jksYysmH4ZNVj}VqTa_8(4fD;^IWuFrU+mh(*+iCkO
zVMGCu!-A%FXG`}-!v2TWTnKMW=SmUXvNF?q>U!5{H&5ROC5W5PfjS|2Coef8cJ-!O
zgf_Wo=X`>ea3;&bMnOR!Fab%U_>54UnavXLVL}28KJuOGk62!-y8KZyTAWBhH3m($
z0<D}LTc-(k{7WUUk3lokcm4eJqAbnysr7=n0_OwZIoK!J!<d5b+{^>MIcUkLF$ePy
zG`<#_k0JYCGNswM^1}El%*Y0SJAoi@uC7R-=CY)16%E+F{@Z$Qr@vk$qoTPl^z6}*
zdL=*NeJ72+PCWbylr0Y9<~20EqkKB27~uZa6E2znRfE2<ax1%gIwl3;TM`P@9sP@|
z>@`5Dc`(640H?kF?TGxSu}}HwGETmdDXk4oAm$+F;CB}?Yy@Iziu27ZZVfSUN|L|o
z@iuttC}M_KwgND1&xGb`xDd^!AW3`xD0!1B7u^PmX!wY*M^d)1Vt*J6kVf_-;j}wo
zu2f|Kzk^{9M<bL*kMd7goPnZ6VTF-p8dOS&F%_Jj<l1-e0#}n+@}W)8Tc{)){$g$X
z^ZkJ*Rd`mUj$XV2>&8}CEj!ZFgpBmyHm4g&>19RLa^bwMd?EnRh|(Kb4<#*XEb{TC
zI2gy}CBk4OoDp5R&Q#o(Z~51TTjG_R62@ZS+XS?m%fm=Wi`ELQ{Bya%USCMe_YVde
z3=>4l2_gL*5Kk@j=H@=A%JnR};FWUGvt*FEkyTqGopvtYm_zDPS_OwH^3c~+<z$Eb
zNns1yc%vy4nRDRj=dc0C$IL^VWLut)z&GX($;hHl+8Ib_+K<3{o8!o^(GcuBmo7NK
zZpcL4c#+U)6j_a6siXO#_rW1Il+kME_eps6QDblN;!S)@dZtO2;cprK#yqY8Kz*)D
z&o1T!{9@TK(BY^I2|0-qUe%A}I6FH!V4@F46c2aRKZBC*L71C>N+D9t3^e;MkAhn$
zonV3y%v0{vQaKQBr6oHv0tWqIh9d`w?E11OSU&FQA0DpH*F#6oBf#JjSs*4&R<uI-
zI5Fj;L@4q_02$;awrk%)8O+RRO&G!#pV9~$!GF6}&&|5%b;hn!1lq_hDXcSIJ<R37
zISz$}&z*OgLmfBw>y$v8LxlGw`<5SDZP^Y=8$J5?WEf#K#+#CH=t3$=7Ouir5<@=h
zl1AMjEQ<<1woP7FNS12IzkoO9EO~qmwi`?ut5&R&*ry;gS0CXWm3I8989olM+Ci-Q
zb;`Cl{wCLdw-HsrX8CCj7Iz0WriCWFFvj|;BSYLOloSpWLLRm>SR)N$l-z?{e#*yJ
z#fnN)-M&r<bR492TMR8kYQ{(O1PipBf)>8ps*p+dh8~rLZ;N27609R#u6(NmnkRL<
z26mObIdEe*I`G^hRY+QLTB++w2r`9Ej=uG`#!5LJdN(6Z+2fcl9Dm-rPxR1b0RL@@
z!UPd9Fpa_F3Lx60A1w3Kp>ZZRjA<QL_Tb|*?o_ln*L+a<V^q}liP_^4+PWXb1bEJi
zM7qTHis#pg-BMLuXLXe)$!+w%L-Db}PF;B-b(Q*1z)82*ldxA^th4;nh$;Fy*~gqs
z^u(@k9{dMSe;yyLdK%JbM9O)$T2n@~SB7?GIG(e%Ra{Mw<%ytPNbslZ?leOHo{#`?
zNO_sKl6~}Ptv~6y6XJJab2W}8K54g2aWcbf%}~b3$>lLL=liKR>GT2OAo!BUW;UP=
zlMQW*-*>U<#{z5wc7VesiVwAa9Z|@i1|ym-<R)~ifT7X?GyYaVfioN`^>r%WJSb9G
z^XJ=iG{f{H1F$0Z&i#8t8IZ<oj>Yv((}DZfaTp1pyU`#s@yECeyAhqz^w^_2x|_-G
zm3fAQ0tTXn%+L7}MRV{*eKhZw_rJ@k!*~zF@^zprLx-0?u#fG8#+BXx6kWKGd9hPn
zy^?~YpRkwI0}Bxxes8xFZN>@b71S3*yeO%h%?)wqXFeTo{wlqp#6VM8u3r1pA|ZK>
zxb{B1;h|y(3;?coSryZ7PtK2izJb?oLAe_G@!`X-ta1s^PsD6v_6=B!^OE~X!cAA4
zha8BpVru8m@xiOcG2~6TZUUe&gMaN#1BUo@mWoSQ;7%ra#FFH(<GVIOtUkCWTY>nG
zU=s^$YxYAi<k8l&u61^v*sZ#jALZq+W54P?8wsaq*pB6v==N4vbNe8U(gN+<TsZhk
z9`phP&@z_5MjG@j`(U@{pLoGy!1>%M)oWmyPjh2z<8u+_7jLnNh+3Wn(mHKwLJVtA
zSp2vt>gb~3`<Jw;@s}m=%>f8hJ@*=3wCC=KK2=|lC4NAWg2lmp64m2&b#1Sbl|ywz
zA*Gr@N4dzkhXgBvKd;PS>JO|O{<L<APPNhmO|~8IM0(ekHrYnoq4+-kI#zKmDx13Q
zpkOKi071aH2to@~=E>GSDSYLzThW6&VMds|0Y}3$V&ZpmxWn?B_90kLx;vNH!WEuR
zR+9}VAn5%hh(TBAelGe0HV7rmRchH#+S8rcFGwfdq9{8*N5=-Kxi#U9o&US5JH^+n
zmR=reoLg~!50VvGH<78H13_7Q(>OUiePNm=LcNT#=$!QvgeG(ATr<8z2y0ST`Xq*3
zq7C~J2uy2DD#yTrtkWOgIt?K@z}dA54H#c5s5&q-T>5D;7Ya^2Fc0Uyo*@)Jxbf+`
z?ap-v5sC1W1G~Y=NAMLf8mRnb7EP(AJ%q$qhul<v8W*vyt!Hqd)!}|Lj)9K-?J#!Y
zb&&`+yXe7(ZDpyhEOK9&dB)tab`gof7PcB}JP1^xJKcdh&l<7Y`~uFz4_~m8U<olM
zzZPZPRn1+(NSqNzgo?z`KrcB0w>;0&oqMVC@=Bt3lS^ME)`$7%ruR`@Bt+Y%>W=tJ
z<{=lzO8;O5)6xoiZ6_62^Z?<C<Eo)!0=zr6uZwcqyps~>TbEp~d163fP2BUO8we6w
zUtB7-2i#k4dAk8(MwSY_;%UBWC|}*-`KEpXE&Xo!H>dj?3DQ#lfykeuTcvk2H;6;q
z)VMan_ccgoJi`+w>XDzljSGCuA{)mV^Ulo!0EjQN(#MNH6NPodbVh{TOpfRWdbNEP
z6|Q)Gn<-P1N$qf<6PX2I_^cqe3o-$*&DYLpebaEYJ=W9y01L5(949?Z*k~kbCXN9Q
zE=~{p6t}Nj;K0F4`~z<mKCDDF;M^JyA1{_HXf_xSHUb=@sN0{|fJ$hSW?E6M_JQA-
z6&Rk#a>{@;=;IvVQ{Xk$yhEdxVJrbR=%}a!$B^F;9XGt(m_t4=l*lInKA}zg$2-kg
zK$;OFQ|&uO@nqLz%%A5pi&VD}_y^z~`qnUvUtq1#iA6S5-ooJZB_L&q^sO!1=0zr+
ze#WGvX@c~4CUjoe(P{E}9=c%NvLdE@yEZ-@C!6OlL{LLwCi<4|A9W<8?P^7!O`8~W
z5N8!>eWx=mR)YMbXdqRBETMup_x(F%mtVB%L#u&$HRhs~r+)*Iyiu2IYZ;%pV)0Z{
zdexi^&l_DL!a$m1IAqW7W<^}qOSruSK0ueS0ilf13cWD|)t#0PY3oxseQT(T(qXYp
z1BYwc;AcLFyMFvOt9fpD)f&P0y&vCXA-liO4VYEpK6&kG!I$cQK}OaV%IIVw9JW|D
z9;Y{bxb+sf*VoU+8hJRXW2Rv@xsdvmhX8o=q%jS1ZGn96iuw#m9hI95R+Hr9BW3|&
zFs+R0VSz+myu*staH)u*^GsK6h$i%-?ObKmt(bbXb}iIVuYlk6Yz*tSM5Ll>!{RL&
zl$(dxd_);TV<2JB8&A8<<{u*$u;+e(yaO)so5)FqNF;6hRHCzXcq0bZ)=C{KrlBHL
zut4ydtogZQmc?GjO`Q_?Gl$M*KqRml>d^H@;QO{d{P<Wi9aRWLwH8O;S+p(MgTX}@
zfSNQ<<r^h>L3<j26<YgPO<;=!yz#B6=K!FO3TqU1W1fm!Uk6qBmX4>~>#=T%v3I;H
zi8g$HkJu=#GDUU+yv#y?QJr&3BfO0UT54?<Y;@0xWtLEvP_Yz%J8dHI1W3BlOwr`A
z^<Fc=i+AUa{!U}QUKxZWXQ;bHf$Hb^ncns^yne)rY$F+Yi`3<sbaP-tIxWg9wDTRL
z!n0bNj1(-fOf-3rx;Gq=xozhxpIPsYpbc`!$-w@F&-A413O&||@~GLFTN9bqus=9)
zUO8eaz!u{?XEFjP*&sM;67@S4!B9UcmeUI5;SC2Qeo%xNUIn)$;cjyExC+x~ITfc;
zjeerr&oj9Lg<%+Si*D`^`gm<^MC>T^;XV)KxW0Zr(U0)CX`YWL0>{&(eazkno9oP>
zI=@pPlqF^jX%Zh~H)bZzFaeI};4v-V6krKm!(h3SMK~36ck-bCz}13K`y_CE8t9V-
z7`c%&;23L0D->@*i97yDh9k$*1ZgrjM_XtT2_P;|FMTVa3-zi|^z38{iTHGqJIcj)
z+**>*O9xDxMZ7RRDc_rDQiZI(l9&jZfGz2H<ZPu1tF0&QHLBzRUP$iD9A-jCggv&*
zS5yE&_9;5UZii#^ebA>#PH#cYRh!^LqIE002Hp1E0RL_aTr2@<!cQKPVS%h^(t6h*
z+>QR~Qd3p-iz76m1=C9j<~w~a_M#xkFC}?zT@x&*YYvdB<U?6{rb6FAcD=_JtS~9)
z0|B0l*X9?)GjRxZ0^&sDKHnvKb9+<Q-cacKLWNq?_56fAFkvQvh_p_<J_p+f=Uz`O
zru>-E>jm^J()u&o1VU+F_`aykEg>>WSVj}`9OT}gGSY&Vj_i>BDh~?JZj}C{1w^W^
zD=0QN3k{(W_2&XQG%*C$`q4mYIamtjBuwYoeMabUiA}0rQ??_aQyMF`3Tbcllm4wv
z^Hxc=--L&OH)(VUA&R^yjkwpmJ{Z#r<AuAoe63nLkcml5mYSIox^8CuN`L3ZkIE`o
z#}eY6M=xx_#5=4{uXoqk!85d8r~0jj2glrg;CcX1Lgj?u9w&_+H>DEmMqnCWUY=eL
zABOGzs?>{?*@41rX?vfDUE|AXo*-D49@mk9b%LI<#g{!<(^T*T$k9bOzN3}IDDZmL
zYUg`cpP;3B>WNriDDr<p!=|4|398$Oy{X>?P8{gamwj-Nr`sXp-<^N0II)2}PSAMS
ztV)h4dx^t<b~@m76Bh?5sY;4XRZn~NhyoajsZ@{~YZ?NzggwMa`aFx-Iw9G+((YWL
z3)K$<wfDE4SV*Qee(jL#TsS#=%iqxmva!VWz97$`eJSvj<71L2?XDOc%``nrXb>s!
zfN>KG?^G5sm?tHsraZ3Vy6n79@E^1y;y2M&@}mtaA_R=>{+2QjK%GH^Ufju>A((eg
z3|H>jIq-{ou5lVn$LCED51@?A$Y6_LuPrM>Y{1*ay?()zop4U3xrfUvSq**E3X5Vn
z2^e6`t{oP_-TD`EMJpZcspYQdby8JO)u)JTZI)X<0&@}p(-bg?nW~oG{xDpSBC685
zg$LLekabN&J3r7Rz@Em~vwY37Kfxk_Cqlz(!IDlYJH1yy`pu-3AW==Yl@CS>P-}hU
z@<}m@jo*l%>rKCTe(7^V0y^G7S243W3;hCm3V$9vb^L(Bz=aKTlDTq?cl|XT+vP9+
zH+Lzw&&M6G1MG*Vb$xRqZ4FEfta$eeyAou;ZxL*6wv&PO1nXgUn)vA^osLJoliOYh
zo#8kb$d*bAM-7Vs=u0CAQlS%M&hn?%$ALp{=ZZfglN+Q8gK=bu=KW3_L1s1lZmapR
zY$QIdDiJ|9&uayYam*I>kG>BN6^tie-S&XZ>Yf?T8aCyyIf`^ahmL{1PlPdYp>SZ^
zk)7hoQt?i5WRC~`?r}S2zT-F@bIKas5bT|;5C=!4CLUHUm~5Yy5Tb<tdB(RXE);=F
zI&zv~*&EB|&Z_(k4gpOa{GBV7C_n2Qra`<v9rVrVU@r;>w{y7~!`s27UA}syYuzxs
z6O76~fc59g_k;9~1#Z-njJW|H*zfc-XAdqvyV-<O_71xBIL@J|t8Mz2r%PVb^>fdl
z@%>$sX+ez@Oqwr9+qug{S1?vVe0U~5m}Z1tKp(EP*>A8=Hei4GDy+2UeH-Andef3+
zgVzI47w(3)1R_fi8UF!^5RJu}y>Ml(0n`|VB>X#fcp8z$5pI-IH?f_+0xkqMVNm-j
z=N&vc%98O7eXxKg(}^jv_*Pe<$=OR@1{RdqBYyJGBc_V~H#N+GJPa$?*WI4RM^gCV
zvgbVZ91-Peu*xoSwcgc<SiPp+jqwcomz;0DaDvTq0)Vgs5^j4ML?3mvHhTn1JQGVP
zs}y8QDw*nBh$7X2r=W|NR?HB}VtDS8mAc8wyFX34gBnPCA5%zUTo!jh=|l4-&{Wd>
z*!bm?gt{oq5Z25LkR!FAGD7LU+vm~$WOl`l&*ET7=STkuz4tu0n{gV>FI+f3zS0wN
z1+}V*MGCD-2)ZG$Yz^nM{`~50EiNJaesOniMxZ>vi>?Z_8(mi;js+ai0N?ftSy_*<
zEed|W67N0ux|Dn?=QSIMCgHwiBmUe{q?((_o^!WAcVC>ryy2F|IW$4*k)MO@a+^v5
zF8_A6fD=SIL_-u4Ks?WI{Fz4;xYO9Z%p`yt*|GTtXXRV+Z;QI!ZT}tY>`sObucO-)
zd6l&%MNm^i_k-!NR}420V(TeD$rbg(Wpe}`H$`)~a@&T(3sk)0)D&*)AnO*B?qlJU
zZJ0&d5w`D=;vGd@r?Q8ViAwD6rs|VZ;GV+Xc*&t&86v$xA+Z&LH<erzYUgXGF+saO
z@ucV=)st(U(NT#8PbymNFRPL=GYeS;9%=@|Jq{hFW1j;@6jv;Q=nh=zL%S8DmEDT2
z6k<<LB_fOG1Zauh=8sjnD4(CvLOjM~yi182Lmq=SPhla!2?qD>>3EI5bwYvtSM&pB
z#{We``b%?OPT$&?fL=mfOi*3wPx=AVzvu_7|0nbV#s89jVDR6g4UBB9tn?lJO*pVN
z`U4qYZ1dOK|HeD`19b2Q_Tc{m=7F7+v*Z6?;DbLky_KNo|K9^2d<n0Afe#o7I5{{7
z*jX9=A8-#i|1(4W%{};EGvxn>d+=w{eO=|>+=D+^245flN8AIJzgMHh#`-Tkb~Ywf
zf<IoI%<Odkl+27wUv*}dF95;cy7yl)`>X`4|4qrk!uf}lfq{UPorUg8x1NES{YxMI
zk1ibS|8!$yVC48}U}XFn^{@7SX8DV4@FjN7%JCKIKbP^>On=q?7~(HimOpKOm4A8s
z+s6Daum5h9|MT|07xs4${<XY6uZ8*Fz=(fW|FHZOgfD^oe?;>C4!~E;z7*vD%pm4}
zY54z#)IA3W%RderUrP4>a3B~t{|pDm7o*{C(S0^{RyxkF*nUwA7#Y~u=@`C7W&dJT
z{JRqe3(G$qe;^G0Sku26IG8#A*_l6fo1KH{AD#dQ8_Pel{&fwEjBH=>{(tW2UnLvI
zAF1(IRQ}kbziWSH!+*w#m4)q}`Tv;XkA(R1o$-sG@K*@_Zz=VM{qG_EBip`s4Sy%z
zU$(yz;m@)Dob=DyznxfE|Hwa<e-H3iiu`Y0f9(hBzq|csmEr5l{q<}4ClP@850uFN
zhz-EV!NB>&xA`yF0E}$xENuT+zSscF3~YZ8NF1FUjKBUna9jC#53EA!{t5;YGTdl6
zILy83BHQTN$T+_@EZfNYyKwlxXthyic9j$Ufamj4>(ooFY-REMbih_Qma2pSB5egb
zfaL648zUJr#SI|$hA4H627ruARg8=b%}q+`n>0H1l+WH({0RZMsk8@orjL3km)}qA
z4Pyf_y364I4h?|+pJ)KYKhOXU!9^(lpaFhN-eyGsSRiBli3WJz`~wXT{ckjY(QD>(
z-w;@~fvo|g!}VJh!ki}>9UUBxK=v0JAnywekoScK0D$G~TA%3$%7$?O<NWO>1L&g&
zMuD;H{~;TRn2D5ap?~~F9~Ax<8UW&ouDXT=aGA5SwRt7QKONw58IWqm0YDTydcE`K
z{)e#u{FAFAz}U~RPuMRSY$uS$%KN#Mk%58jsh-iHxw$DELtQ-}APVUoh7OPR5ulh$
zp${h3GRJD?EB0?pjTH>cPV6_G7DNG|C*-c9jP1^6&NL1Uu4WEqF0GZfe#9rW<VUuM
z)s*m+)fN9U?ey)>Qu(nNNTZt#SNW~Z5KC**OPj-Yd?OQcQ;P?5SY<Wv?9_~cJZcHe
zvrV>3q9=YP$7pEZjIgk<xBzSb2M}K#85&<7QiXdbfcFZc59zmw?!ndW4M4pIIp94*
zb1?T$@XK?nJuskVj^F;CZC`W%U69E!7={KGdq9kUG1~L3PZ1yVfU%FD&BIHhW56kW
zcU^uHfLUGs&-eVt4*kLh7q(2Fu}?fk1t~!-8KwA(&G^qU6vUcG05|69Iv@=7r4+!i
zvGO$lITteD$<KjjTkwzG58IO1nElQ&!xv=5m5DLDu6KH*%k@`y#3mnGu=~!*V6dxB
zOq8?DM@*3HkGhW*nKK!(OP}OVe*ErDy3bFS&nk+~s?$#&>R7vmnrAKfclv-&{PviN
zg2=;8+KtEM`Tcjcz4J}_zKhRP3*QgtDWV6q!cR5wbAvl?!ao54)_DbWfd$}0D#J7V
zeLK3+cUhEe;7v94z?93}S|9gY02s+B$sbV{?*}sFoA{`Qj~ee4K<!y`pM@w*%r)%q
zrw{)@2)KkE=$U}KGV$hDQjQ+nY=s42T3K#wYX#UCeg+sj%h>u%r2yv!pm<9<(hUU$
zKzR<}02G+!4}}Imc@1a=6uAB*k|P69*nv0rq5IX03K0Jhu)#d^E_jK#_nG|&1NAAY
zeaV>ck^PuF;xpwTlfWMe3!w5Iuz^|f<?}rE<>QI<W#AkCB)WL?T=AJ|Ettl?voU`I
zZ+B#WrZ@0eOj%lOgTLaB?L2^Bc?UNF0}%8%+oXP3gnDOmBR72j??_8~2mUCif7_jS
zL3esZj(Vo|8^?dwJ$R^;`wacC(ffdZ+Mtd26l#35`9sLx_e0~Ob?gTJs$H+lr|WS-
z{S&xjw&@w%^D^?BzqrkHN8aecRju{0;UnZDqwGD)U?b!FQ~X_SU_0ui9U<hAy!S)i
zmUH8GJHN?<5B?N>lWX{=8Ne+!{vp5UTabXwC&Ac<&BfaX#HYQR{GBP!Wfa;}e-Gqc
z6k<o6gMHIyNG~_z;@8BP&F_Z3mj|Dr6E}F1xA<2Xd5ieJE-Swi6#4XjWJ$BzJ3F|4
zqP@M+di#KV1blvsfco(WkX=PMK9IEusx}B#z|Z%9T)?y%zRkwBVo|cdY(&UeSIQ4D
zgt2_X1U!{<?FkcJFQ#7InQIb~CaKyOl)Y!j8Nbfb%;fLH@KnxRv-Z<X?z+II=Rm7G
zCH5yaQb1jKeLH#5Sl`5|g=`ZJW*VGMfYzXd-|cQ!o5`!Jvid<{Wb-)t9W{ieM|v4W
zI9@Zq(&rk+xYGWBh7PkH8W@p=_9X~>WbFKl*Y@y)9X7_!<(3sku^?o74x4y1s8KcV
z@D1%yjt7dzTAOG{>n=u;$~Go|1T+1|Wo#}+N^~d@Gtv9+EFfzNv0qlK`M43D#=W~~
zz0DzDAGyX9t8s*kWLb?AqQP+1Dz&Tj(~c(`5k=oqU~jfF_!}-e4Ln3u#*8>Xp&qna
z)2V6#3m^KH5y01#poN<71Mx`49ci}q?;q`7<-E$HJZ_O+8oLbAPjhGYt@r$#R^Ymy
z?T(rG=*+>>3LNuFovE_90L3^&Z0;hK{aMn`SFTv34XZnm-p4fo(z97Ckc1X2@=bIK
zd!e5z#0gKANEGZOvurOFArK7=Hx!*0S<SlZWx!c5Gfeu4XN@2A)gL(1(?v<EG|9J{
z>6QC1bnNoA@p!uUiWBQf`-X}MC}}Q<y$y?>Wv|<j5GU2&jgIHk0)=O(5NDew<7SMJ
zO}mv|E_C-5sXC(qhWh&^QkXmIEcy;zgBgFxXuA$E7&wlpO(0ws6z>efXGFgvKsfXi
z3{a~<V04X039Uhq$fG}%SkF6~#<1T7(21TmdCafwv%N|4ik`_$_9b2v1_R}p5jMQU
zU;OU*zc{<6Akl)ZP0(fAwr$(?DdUuF+qP}nwr$(CT{Y+Hj_&?@VrHUaBKA$*?8wY@
zleuHB=iR~6m(y}3rp97gimKa7js~o7R4exiTbTW13VJb<XGWb(m~MwVgl(F~6Sh$!
z3O)PbF0Srhvj9~q<;3FjQHxwSTlXs$tgj#5I-x60hxj(Y-^z_9QOM3_zT<`=HPp3e
zDx4guI{xf&-Bb#`;qce(%ylC$3H_@n5qHWaj)_cGFT;~DS@*bYmpFM>z6dn;-t<1e
ziMFt2oNBso(N}ujr8`Hm>5$%M&h?$uG;uiSep1O0D)Z1+FB&K1$XUE>`mL9L;^N4%
zld+Ke9Oq+X_bOy=S&F>w!`5F94^<uhj1LvJ(hREz0Da#qEz7aNE7~>LZ@4h*$(krE
z<N8s@@Jd*}tXKa!jqYOZ{KUf5U4RUVlYq_>_OUuz%!~AUMAw)hP=x+BKU~ZqPko|~
zS{D-CZLgO6*vCRADIxEKF{%r`J5m|foE`-Z9pk<T*+_(Xb;~(^0>DS^nmTtODp{Sk
z!;oHqp@u6;?t-4f%WM-L=DO)}GaK7VGz}#Z^1@&P=8vRKayc`Wbb}-ue+9zq0~WS}
z_aB{GX!;YB*vqu~p5#Qn59AN5VrBb=e=!rnqIfkj&QJYwkL-)EspZmpX;<|x^{ViP
zuyz`+gz8xs0@*^FO@FVUH~U9wu#2yMAl}?d=l=aQyx8v;uT_;O#h76|!K`l{z?y3D
zO!YxC+hE8saHB$r?l_$o+o`O^@YbX_&v(&zzexh_t-FIzV?+!SxD>T1AaGtb0j^q*
z_f#VUV4+VBN?cC}YJ#3Z+mjqN2@R4DCQTmb3H2Oi8XXckMlL{qtX2N|uZu)BZvq|G
zdph+5m|ZTxhz+<z5MldGhQf(yQrNP}I^%ffP@Rl9O<C69d|Woy@8z{Ip0)q}OtFTR
z)Y@({P~FTyD=uwe+DLQ!U(jNJEoAJLsLdDJK{i;%(sxchArw3%!_wB<@Fz#fm7|xt
zWrmfp0__#Xzc9zJjDqvI<%1z6*ZJK|-+~LesWbBvg9A2l#8tJDUYd<LwwWk|J2S+e
zzX$|Q7zbU_R!NpVHTddtGgt`E)!23I-d(it;<k*k#&j6RfFJyTQ<CS5;Cq{@UIh;E
z{L%9|eRho%p1>Q({G#hqxYDXWW@|zRAjHR{{s6B|MVninKH)5+%DHFcUNE4rt*0)w
zpiUWSIuj5}WJ*HC`ju>%h00EIEN>SF(0}C@!WCCa_8P|!bsXi*iQBzQl#xax>{=Oa
z?h-wWno(XMq2BTXmCQU3oO8>fo&^M1zJdN_84sRBBW_*p6~ipK@raoCS>Dq#GR1{#
zd?MOfBI<!Lb$+aEycz3_GJcyf(iom(Q6y65YwqyQOJe_7zhUaWBgx_h#>Caa9oEe6
zQ&AR#;&&&NkVsJlF8IS!HE|r+j}R!MH2@I6IIr$w_S4*AJ|$W%YNljmEh1Cv7dl{W
zzLPQN62)w!Xp&g8l`1+c1nqx$W&T-~d48CcAoC?xM~b-vjmf2>^~Q)KgxO^Zx23ne
z;)XHr*z&VwGzS$1AY5Ngm)!#0=MNg%*~$<BiT|rvoGJeS5rLFuw$F8iV*O@ny8nKJ
z%)IW?kqKp@^czuj;D*{c8qi~{_dvl9%(8*NTTq4Hk%C^N9?Mjig4v4`s%&Kp(BKTv
z*pgM7(?k`!H^%3xpOSEab0fyzZ_h?)WhuP%rqJEQk9amYeZx$NL&;sT9Z$FD0M|Z2
z*%EV){Tcm{(~VIz(bpXTCIS6WuZJc?SVrW*iN2cq(KdleHcszFX-R%Km0+DK=Eu{y
zYumm7sd4<E0wUt3r!$P^HDk|QM0jI@0!>I_G_A8Gom4C_G&sfYCv6Qn*Z8qqLMmI$
z^=cHc-()32-5WfN?ovs_>V?Tz?*BgH@IV{4@H?z5qt=5b8?0rqf1s>#X;qTA9&J?r
z6G_MIX-4$^Qh=QzSGVHE3%kPCaup+$&!^vAtD|fY%+qti%!~equM|<KmvZ>_Xjufr
z8$A!K<2T^cEmTjO-iGnYnN#bKT*Ed)^hdGoFKoT4vOk)q*W7%9OUIxAQI9bKFodWC
zrQFRl$BE-RZaXjvrg*3oN&`-K!pU7nDx-s9i%Zz}Qul1;FC{E#%vL~EIuZ1QMe*+n
zn4hM8i7stRL_Xfr%E?hGuKRIB*;n^Cv(oYgm{#8Vp;-0OIm-dos}X=O(6r%bqb00Y
zDK&11Z1?#!+-B^cSgjH==joi=75E=aGhDnfhgQa~)V*#A!DxoyPzZOL4U-}ZP>RV%
zX3j=S=5Wlv^#nqEYZ3vx7i(eu^AzSYPzxzz@sT^#YJN7@a$G9!ngL7<%i+~~Z+jS8
zKjkElo@g}Qx&zy`cQ`{ojGDI-wYr_k=1FV%2s|D>J^5qhQg#ZID->oB#xit2#K0ti
z_+M?1Xqp;B6TFp0^7&L8J3pgM#akGiau0&ufMIFnS?#f$Fz3<uJyqTs@or|WscI_G
z)kuyhl9)dtbK1X4sAsUiuUESz9V<VNA;n6#w_3#kj~^;ekEjuP+{F@m38F{KOrZNb
z-zUuiFS-;z&ENS}4@l`MCvK<@Fj8=N_uP|d5EkJZ6sO|pSQjCWXa)XH<CRdzCZy-f
zYtx=$nOXA8d#b`nNvi9lQqOl&rnI^vG{VWOSb8f*=T^qPV64yZY4eHI02<zpo|SI7
zw+S4Nepx!GUxP0&pA$)X1FvjX2@u92SP;QiFMYclLFsUvv|NnIq-~Xre@+p)4a*<P
zl;|i{0u8_2LTqWc?rwK&43BoJxL)<88W7PT<R}bD3G9{vcT#$!Y+yUSVf@foRQA_7
zPT~PMDPCh)VDfq1tnEvE!6T<Ib&nT2R_n24Y|7d&)dR!$LWZ+;%yzS&kGKll{$0O;
z`{nKmXEl)t5p*)D(?O5PhDA)^iB$?x!Ip@r+L6P4_vm_XOBKu@H4i2|Y281iOo}0w
z3(jHQscwUM?MQV0_$F{tzY4hscnDdBNT<p{)sW%5Sbw2|5Oot!dz`j_n=X)oa|(`T
zBAz>Q{H|I*2u7W%1?3MBt_o#A9CnHQ{pv6h--hB8kUH0GRau>LbM#C(m<jLAHc??f
zQxEc;#hp&Ii6txu@o?%I(-==1)a{6-UZ|_4ft9GHK4K#p{6jvxRzmb3V92&h%}3`d
zQ!jTU55*a71YpM88Y1$ixkl<dOReNu0z;6kvJF!9SPPG>?N;7Bp*N%CAHxZs8=9xY
z^{e?RyBZ9_8^SAdsVJUH-~V`}i&@X|Z=(&Ws@%X&uWY1EW{vxymLHx@H<I|DIkB(p
zacNql+2qSZGn==@@|sU-n()zMBmy5X*|J5MA#%1a?wPdl4TYsY$`lZ=y~VnAo5Zth
z>s-FwZgOHiG?TB+;mPcikeW{BlxKya)=_pZiDf%gV~L5l==LbnO3WBQ;Fc#+qJ9P%
zlhqArdU6YE(1*4dihb_QWbh@>s4VIGjVy31gLb_FUfB}5O-9Jd`IT&N#jm?}nI{^7
z;4?oCUo-H4B~DHQ7<~@v!hfp>RApZ#!-nU&nQ=eVbM)Snd;8%}pQ?P4HM6FGi9Co?
zk>sWCGA73nOLt|Hp4E`5+~`lrg4csB5mnqD_@F0A1FO~zRszvN6g$@CYD$1EQ@dVM
zWCuXNu1)pT?_Q9=63fX}TA|LF5#dQ(LfqwT9@QIJXw1VW%k8;Qj!GqPViR|IXZ7`Z
zZf*atok_KAS7e(Z5IT9)a|V_^`7JQk<_hw{wjA8iilB?8^=lGFMlQCtAXf9fikR!>
zlYGevF$<cn<}p&o=R<%DCW*^FSKVO`WUaq;ueexo)9Mh_C(S^=lu}Hf;i}4(K10x4
zE_%{!$``Z~)=z<fyXr5>$t!_p&NptuKC0z{eYO<6;oSZfKeQx|;7mQZB7dQh0tZED
z`o_d)G*^(F!o(r+uaTf|58$g_52}55LeDtTz4Nr(6AN+F0^8(V$9Kq9?zYI;w4O_`
z&mTzu*>l#7=<(EOw!q$KMT8uCV0kto^7Mu#4TG!hMl}}7P(cHBPsi|w>wb8#e=kFF
zbNHTi)?KT(N@#+PuRLV%VtQ^OnU^Hl{ysiQhkmhS|A>E}95KTI?=^(94iB8oy(2JK
zF<qMtS@g;cn_j$@%aoxH6gf(~Sq;j)on)cHX^(4W*Q#}7wHDUVr9C8pg35x#rUpbr
zZB>xxC;O<{4hZ1P!{4p>2pMEhE<^4@YFJC?SCNyFm8AigVUk+uSpe$Y&{pIOu(sCF
zezP;J36!~Hv?$2Fcmw%BO9Yn#5Q8oSZzxSrn3Pp>vYVZtI<ohF(_7&<XZ<L-?$*Uh
z`s)2Ew7Fk5Ol&F{5mT8DYFn}EdT-L2MF6>uC$~LxZB%Y{cNcNJ_PG2O376v1A*Y_M
zLCCK*Q3l!dSX+ws+K}3k+mJ<@MJg1~NU9XS<QM2dw?|ZRUkegql#=|?Dx<Mxg$mTR
z3IsJ(!HWytMZ&1Qz5k55>yL0>%GvT2_um-x>p<n%@30kzJ9PVwmFQ5PgKzX*S2k(e
z$jH>#C7^<$r~xle6|$Uwi6B)lYf>oq2k`x=uY5Y)93|*z<t$miH-g}S*sCw$pkhEr
z-R<P0THdln9UnT){SG6etBH9hHSl=*kaSQWa~=!eO=IYvYtchgvTg3}1}^ZhS&_g9
zv_q6{4*}<6GaFp~M+#slW@Hk*x4aEw+2W5`OnLFEPToVc1NBZuz7@w|Cb){z!=?db
zYYbcquR*YMU8z}RSe=GC3C#mqi#U*ZGZJ<O++w~sAZ(!KF|pJ!u*hg;8IUo+1rFK~
zfqr)^pUd|8T`Jw7C3hlJP`N4@OgK7+XTPz^jTv)Wx`&1@CpHrDfJC@sCtqmZ{}k0x
zi?Dttf7?5$sNyi57YcvT70k2TZ%6o3V8L-bW>GRdOxB_k+uI+ZvNgmI@nsk0JK$5y
z&}St<PnUn{Rr%8_z^>@yQ%7tQM!$=RAkE+M!QWX}dkdFc)tx8Z=~5Jqc1*5OABBv*
zNzfyhIm)EfUY}8@Scl<;L{efYdW*$Q`L{m3OTpgesfHToEq&(O8@bMYj^xEKe0jH9
zGif<<mD?(-4o$WO8Zwt%7)xTNYr~mOKpQGf)7hAs)^H-{7h02DFC1;Vvc5AR@WB&0
z^Bl41R<$2C#I=4Myz}tPPt>Py&yqc>>u?xeJDpSGf{@|qn0Ycgrk|)Hsv67eRwte)
zqV4r^hE<@_JTV&&hAY6Gnx2l5BdzG;4GQVY&12}vas_rLxfnZ)<LW=_qIcWXvnm(8
zcqp}Tme6Z8{nT74OzN_aaC0mJQZ9px?q)ZU$wykC4pcT`Q`C~*PwDs9fZZ>%l+%dy
zIt<ZKwA||PTThuq)i0gV@AC}>5PM3hX7>QlpgNR{^z`<4WHe)zb;Z*{@i1p#@9am~
zN!$$f!r?`dAoapzSmX@<^mRqsETFssR*rMP!tDT?=e1(s7;Ub3Q4R081-CTOLq5bN
z?o~z(n`TRT&xd?<cN7bRcfUYt?s~(xvN9Bma%ca`5KSPT&A|6Va*?o07o$*8dQ|>!
z)F<+4xxG^INKUsZFK!kmBsiI>oO}@{2GGxVHm{#qeObcN<;=~WyFG1Dj#QbhcU(|f
zTZnYIw{gcj1n=I}@!)XxDuPu<V<Gm-nLRh*Qc^c&qb97H{ONUC5$^to|MUYmJ9reR
zUOh-5`2b!VSJ=LUgZnH?TC7M9o(UxLy0@WY7}vmEqJ%MO{4kKur_ajZ;tVT8++zqW
zIm5!|)HDi`&LOom_B(|@=_wGIFM8JE<CNIc;~Se?A%yr{I%%Kmx4aelc$wY-cPvsm
zP`<&E50WBr`I0AvM#Z?Q?<Q?6S!HSVn&h&pxowj^ea7+lc!fk?Am*(;zW1-8=x;Kg
z@Y1<d(}FcR<%x<L?J+EeuTw#tC5+@(*+=R-f<S4zB=LSfj~dyCa`2abB&1z>zO%i<
zjq5Gh&1##Z!5RgB4QqM0-YB6!H1d8|4dGR4(dLat8KdV<-?Nil<5eO#$3OvfQe*jb
zfrnIHJWpWX=I8xc%K7k|uHu6+ISA#Ry`Xw$U`pQc_hPo?x|WZzZKc=xc-U6XnN28>
zZFLA5#wlt}8fvhF!`?kxY`Mni_}6pi#X5Ax$NkH+9CuV!^=uTv_!9$JI1WZit)VWx
z<2l0FKFc+^7Ze@w5gk1RXD-7bdE$YX4Zvle2ojk(kIo||<AUbpHq0l`X%@h~yS;YU
z@r=P8_e5Hz1#FhN_FY++OQ7LZn7n?BgRP7*Dhr>(D&+GLAeVdSqyM!-R9Tzdq&qC{
zAuQKi4?(^cKFsXb4}=C>VpS4Re>14Ydnm<DzSAQ6QkR)gZBm=29&jQ&oE?QP+fr7I
zJX*CLv*Z*ZLIXj{9xqt_$j&l)?vXaDKO-TDctwfdr)YK*W&O2y^z3X^ht(T30{V(^
z{kPSZz<=iU8SsYI@}Li<oqxj$cwA(F$~zCC3>iyhOZx?>_Ty<e*m@E!%7v18_PHVh
z1LFxL0G#o32HPN>r44t=^U3Pip-gx3QobLGycY-a<kHl!!g~q@))6B4>9yOp>CVuY
z4{Il@Cr{}oN(O9v^SR~KJ>jTfExBkFkr_g)GeAhazt?R7dR7vK`X%kb<X%<_SICyM
zfPo-2NQgO<Ns@1XMg%=A1Y1o|s}$!NUFOVU<tmmo+7j^wy~x=E@31gKRI_hOfS9{>
zD2#=KAlBTIC;i~)J|Fefq4MOXo_Z|v;b3SPfF5Ky-{mC`4w33BR+Z+(OHX*k&;&5_
zS-J2Ks?t>1bGhEXP^AL2I~q<MGrNCxxsnT9F9?jQY>c#xrgi_ReG&WZfVe+!i(Fs8
zsU2pRjek?bL6&)8n_&jjMMO&9Km&&@+<DBduGYTVge?`3q($XG>{?n#JesLgcd*?t
zcP!0!rpBlgTk142B+mYk6oPtZ+^vm5)--;%a3p^X#`6R2oY7>$)y{2?-Y6FpwcdSF
zMW_W_-iFtxvoO9-0_rR1s^&QkrGVZH0?zJ!$bYxZd{a*AGTPm)yT#XSxZNnlLIMiC
zXfA<&zq)z1iN|M#ZQ?{P2AovM1TB^y?W_)>)%Xbqc@)Q8WElqMKGcD$8fBy+(vQK(
zM*lK&5~Tl8xc7>UO=$rhbf%EWCg-qrTXD_YzrZAi#fscF@x-Sg3StZ)UD9514G8q<
z5q)Z68**AfM+<gAm87U9n7tgNUa8RXNX$(uR;@G3s3RbCNI@YXQ4Wg2@c3Q}{0yS)
zVF9}ylD3d9j+?-(<x$x;VX0Q>B|9uPW(U<sS_?78-`#&&sHdw+YDpCqexy=%&#rx7
zJ3z|jFOly>Tppx4ReHsGEPwFFz*IvPFVf#r0Z>*)M+X64r;yt@)y*VxaBX9`v?aAb
zIOAJt-f2fn;!s*W4TU8rQX4^wFn{J|a5<o~Da~9v+=`2iW42<Y1S;G|%;nz8cArSx
zA090=OLnB~dVKVZDUcVPAF+O)z!dbJ_b<$`h;l`ua<-Sk4oa$dU*p}EDRmI^gcqyo
zVju!!8K+Wx1BaxQqHG-tAz&fMvz%)E8bAXsb|<fSv_7Kex!wXZ=d$#76A2_?mOL5=
zxvEd^%R7tq2hWuUJ0wrUadACSt%T~x6cWurINb#L(Nf@xQ9kfCoRD1mz&p=-+}^a2
zpE<gfjo3abJ+$o;ay@l;>qbSz+#WVM&pycE>H%>>lgL=eZ-oL_7##i<Ch7`wHC8{@
zv?r=9EA}2pMG3yu9}+eKd@X18r}c9@l?RdFZ>G&Zay_fPXQrB|n38PlM`fX4GzzV_
za%TB`f6vf!C!~TKd8`aoj~z=#e!^2waknQ)JNFb);Y6Zx#0iU#JPGlJ2<m&tl@s4c
z*-_C)CrikA6iingcfKg1&WFQy8|>$-7vt0Rk|RH$a&d&^CH(09<x03Zr&o(4i789?
zK*(*ob`ZpEFpN+ssCbI3vXSuqAT4BW8`p^<SBJ8^G;+uN;0+X9{#0@Jv%@Sr4=ALf
z&{y(_h{!-;!=A4B{|y=k8S3iIHOoDA^yCX9ap*;i8F9Tzb|0NDDtO}Q=s<I4HItnM
zZ@EY8k!}ciWHO)R2qLD(KduT=nYHH&hVhF~!k}}y4B?gdE}`zA6Y=q}rJWHs#@^iI
zKw%I=s7NU%vT1VVy*kfELDM{o!-QwYueFpOOR)i|2quzu_9={1hU1F!qAI03lvi)1
zHFux8DSyrY;bH@!YB{OxUm~%BM`{!YCmAaprHL#1uy^sTqd0(w6$tfClb#Ps4BNHK
zTKz_>WzBD(e5#ft6}Htdth}N&EI1bb(yn=|Cy&Dd@`OhNzg@x^P?#hXU$c@)bml@K
zIp?$`-4=+et=)lTlcq=^wl1R6V6n9Rnt=va{IT9;Ny}&%bttr0ax@6qiJW*goSPMu
ze0{sjjNOK5SsjG$C2M4ULy-v<n~~9mCKyoSOZg2$c22kPCq=_zYLWS8n4n=<B5S#m
z4bmy?sqoxvY=1p_s}Cen8Jn%wpU**9P0Kr(2vxZw?OVurr2JO*DH!?N?S{hg;IV-P
z3-tJmL|9Fusp9>iRK&LFMSAyILoe4l!Rx}{P<HaHNt8Q?xoCKK5N$4C7MyQUW%>JE
zV+)|lBE1ihFG#cv3xfD=O?|kG6L@04O>kMojU92wXK4>IWPKD2)W6rP=P0ksTOwDS
z$d*JATfTAnyniR5qH~DSxyaL=BKqV>w;B-gw#D8H4r)SBg3OI)ZH2SHFh<?oX%+T9
zgT*3HrE|z*So!2U3xM75GS>ZvARiOIJ>@Jp*qp;i#NjRs@lB$EfrqN7>LUV@JF*b-
z(ss}KE!Y~8{f~G6Rsm}z9gO|pID1dS?kAb0W*=jMaXCkCDcDt<vgKut;b0ONzV_ve
zfRnwiL18oq?#&pC94{ndLiP-tI+L)nZ-c}hQ$!8n`^XqYcLY;5l=oyxX8CvXU4iSP
zgolJ_44}z_6?wkq<UWYjF!1}`*~KPyVUF9x;gf<4lzHZO9ErR_0${_Hv{;cOue%)Q
zd@UOc2vO{&e5k!EkHec6m2nA1m~+|RbCPP{Y2@=ejkjIT#fzR$D$YXVCimqv7!!{$
z-^zunnWuI7Q%X7{B|ZT958Q35f*F|J14hxomp|FtBET?}vR=jJ{w>Q>^I0we)`eFf
z%6sGl`Yv?L>Q$b07bK0wXZ0T_5h{<CiODaYx5B*AdrVai%HBpRi!XqVD4w$#)}h`t
zh{&1Saj16K2h<spqiPD6t;B*0ykPq{k;hWfQIt-8fPJ#%59+#Tf~Vo9$f%9(9O7v}
z2Ex}eA%!!a8^c(l<gqooLnc5clpionJb^Uz5}g_Rbd7;hwtyvXY&07lvW5!ki)bgW
zgBajcyfvkkSC2oY<T)vUILWDUD$Ovf;`phZAK%of7Wqyjgttt=aD~#>cVlh&^6vU*
zUov7)qYhSyJ|OZDJP|o0ESs(0B8M9hddSc1C!nyLzC9TJ{Kt{Kx~#{TKJNO*6)<)i
zBSd4ja~MN~{UQZH+?V?D7xe>QN;9zIf4=OT`Ib8Mb8uz007O0saGy0!oefuYgc^ej
zUGA9W;Mv9<|J+^Yr`b<6?%D$)3xY8POxpU+RG}7?ap$*wB|ebFo|I2w@^aU*AECZN
zV1jq8)gzxy&C=KQjwWn^lIf^SKPckxhZyPkN2ev<QJ9KcK-PS~Cp#8MqL=Aw&!}CU
zL32EFz|U4X*1|2MR__bCAImfmuAEfMLTV!9)cS&L-C@OQ@QIpz-vIHVi5QRXL&RL}
z6L-4no-GLK6(d+^&y(*7Jq=4v6dNmvb`(|>`_)D%(uW=Eyb~6|4Mdx=xPWRg#-m)4
z#jeFvFuT9)X$?=r5kT0Z%JraVH<H3V{%Z5BU2&k6if*8%1+vd<nNzd^zU)~C)xoE%
zmhN~w^m#%7u7c(v;bcZiD+Q2J3YQ;K1<qM8mMolVNr^bJB6HCv`P>J!gO%tmy3#hx
z;zPTn$wP*%rIEySF|~R2HQPx@c-jr<qhwE%`LGUMU7oGkUGLyU2-_zKc77Eoe-+8o
zF*^P@^UE-+Pst7-#wch#{W(Eo$Ryg0x7PgVh&o3JmeYDT@DO~ew#sK#Vz?;pQ*cWt
zKeoHMsLpnO0zKEDM^Y{blXnK2A9d@P>*TK5eB@#xfaI?+^y@you~yDU%JZ<&#q?^H
zAf)~WTA!?PXF-XRM>u@}%U@9(1xl~wG;VIRq|Zw{*@pQI#|#F*9K?qm4aGGE>k7?&
z<N;TK9v1Wo!2n-eJsc_HB;ETT3SAxJ&K`$=(=PHBiD8s5@XE~PFU${(%yELaQTg0&
z{)^XuWy}%W)iJgq&IuNGJS_*`q(T|`n_gJURmp!_vCestYX&Rqaf3A$SP|Gw-IY?+
z(*4JTL}u-*=pIPw)7}-df;@L}$*4A?lNH}ae7wts+!9=6fwz(7M6g|HY3?;%7mEi0
z?<<`7ORqW2C-^rfZU?R|IlbJ-xn3qy1Uaa_e`+&9|AdngN!dDGb31Xx5(jq1au(nc
zF7#u(O2TnbmaU5NT#~gOs=8V!-ej7iB@zvlDMExpuc@$(@L!+A&d8Qhm_Pu+uwI;`
zd_sV1+LC~KfS6IJNkKC$=tRNzKO-DuDX;GBxK-;3a&dP^L1oa}Nvhbqi^vy8Tb9-N
zss1ybZKYL?lbG$A7GCj%K$C+AlV9AMJ3Ia)>k^<_1~t1=l9QkcG`cU{2ipihK?e*Y
zq%4RKL9}|HwkaABItnNBi6qmDV@>HIf_-z`RgGVb!B!~#m}ifu_tAi)keb4?CC&UX
zJqn^mha$#R0SdY^Nj=<bYeOzkxWQ!$a=MwE7&hZRzgS_wJYVRh!&K=)U+S+hGviz`
zXQnJ)kxTmQDfuQO9h!Z`Aq;(ky^FuPN)y4)+z5?2`G}y#Uo=u!RQ}lM+?@MPN5aBd
zlF^4Iv9d`N31e2?$)JOuCNn<1Uoey0`IN4@8TWGU&xX$r$%<(U6mN6yC!#b85(-^F
z?Cd5Kspufi#%o~o2%QYU)w<mV^?0rN{qaPs%zL<)kf@wAJr`*esqM3)p8Ez7QvtY^
z>*}#op>9Vn=1><j{QQ+UPh^o_RCE48C;htfxOq!N6uB~8V4w+44mI92qDla>$)3y>
zH&xN1=6m5k*DQ<ZOf4mwqN8=rr*OvHk5p7Bf9od$Kb<mzzLn*JTSrXwIT+V&FKRD8
zXo<DtmN@rduSh<B9EchnDGF!l0@GO}*c%gMRNa%8m85d{g-JhlBn5%UkHT_Uj~(SP
z<`Zfbnh2Hy#zty9!?lT&<e-ft=2f3hvNw(S=NzUqA*_$6i<9FKAd-BOwG<XN2-IuX
zIC9fW^XLg0TnoiVKb|#Q5Rk=DuMH!NsL7wPCe&QemgMeu@^vYNL&Ji17r-?YkX1y=
zR52p%JasUjZLgQp3jY~O&wTsj67QRkPZ-)r9plIPXvjaV7?jq6V@0dP>ZhWj*N3FL
z!n`<m|L{iUk#Xd1<54{F8AE0hs0Nb06z{893+XOB_ho*d6<P484YX8uU-eWZIGMO!
zuWB{x7M7<_5;&1-*~OMfy6JheG|*hM+plBYj!tS%s-DLIBE<r~w<h-x9mdh;1Q|VN
z_YY1|^KGYYFuNx}iD>ZRV~+$CjPH8!W-4ldW=pdYApv^k6m5LDQlM<OW*sVSd=ae*
zx7Fqu*wQMSzbtGtmu>4#rO%i5Pze(7Y=vbemgkM0&3j7mj&|u;D7hQ8>|3E2;WZED
zbZj99B#14z59Cp)S^X&dZ)5vvIUeppFx8|K)Owy86^Jen>IF2;asdfH&o%keEIsAS
zevV5augiBLbrd@n&-o{1f!x_tg^M_~3Vo2CVFF1<UTnw5gO;;M<#s@%_ZsZtfMB3a
zf}tU5J;RM-xALe1K(n9;SSVPcEuh7%RD*V0^JpHkv}-hJq<{Lq>B<kIz1>VZ(&cXA
z(-_<6I;CyX<tN4*c<(_IcBSpWjid|Wf(Ka%AF;3wuu-~Xph0Pk$;Q*L-9R+HGPt_k
zWlc{d1H9&3HJDyipDXxR)s?Iu8&acveUjbWRQCCkuWUa5*c7-mBzl>OCCO^LvQl2*
z;{;%W0|7DtLIA$*g@Nj6kDzL6B-!%6a@tx4MW_-4AH%}0n~yg#B?t#lyKVZ2FSfr|
zv7DaiJRY=42A4s=84$nzVUtrMsulbz42q%(Fo6>{n!t^Ip4Rg)?Q2k8xU6{$JwcLP
zIPYgPb)#8g-8Z%`Q#2h7i3Jc@gE22Wywu$9`?rZGWTPB7F;i|*s@*K(Cd~n|m$NoN
zmMjPJ!(o1pY>%Rg7Lc+Eh##(BZn6l-7eKSE783-63I@wtUmYJwPAa`n@dWc!t-)#A
zPaf}-+Y@I6%dEibrrgo;ch4gnrgqp|Px(C&P*tk4!zK$mDya%Y58NdQ(%@MD!PAiU
zU6jl{+heW8NYFT}M4Z@lNA$hpW&zn)gUdg4$jJwx1Z`7TzkNd~g$Gn!3G&Agmu-RH
zW=RKFBei+ay%4_Bv-i)^4%HW?TZv=)&7ns25*8YHg8bVs#(?1rNV<HyVy1-=v}a0(
zxS|g?GAjmqi{l@lGI42ZRu`UM6%`}J%JS*nCZm?#o<5P~YxA;+9Km0a_+BIxm;25y
z9(L|eHugLQNK6^^R-aVDrZ*6MDoAZT6_B_af99P=K4E}DUaX52da)Lad&b*O*tt_J
z%=+2;ilCDlqj6^9JYe4Lo2?)sXa@)%Wd8hR9FI#6$gFWxMNoteuNc+Gh^r#<8IfoS
zv$Y;4kWG`I^a_)vCo9EWKHy(g0HOnnHLt&jCA33+5hiOtXy9FcCt<vM1GM3}T+sxL
zv6WH#LD76PPb(>8B9iWh5AT1fg`@=CbRXV8NLj_;#Q~Fv_(^-tHLUAWEGQY_0nCYa
za|<_`bG4DNt!OeRg0n&lZh|U=HXyMAHH-B_o4E-XaJE#=u+`Bz!%0nGBjxsw+FiUy
z3QmqUaU+H}%_CIRfP_K-i1o|v2SgkqOL{|=Uy9`KyS!D0it@!wd(_;mnF7zVP3taW
z0l=A+YW$>?1}{5?F91>^=NNY!czRje1D{YB>0H`>LfY!ihl)3wu;D}<XBvSy1jhz&
zV}kuSCap-otGi@LkNhfGnM$4B_2Se3Ne3L`{^g3YxHX_pSAS=kTbGp8@}@iU?RS`}
zt~o!Vw!rAtj02;f5tSKTx~KCovQ<3w1y+_pu~PBy#@!e3)O15^Sm)+^sTM&EoKS-L
zYrOB}Z)H{5h12-(RlwBc={WpxLHr%AJ2C)`OtSnSq{its-3po3`9WX{9W|~%H(hyw
zd(A9&2sK?=n|D7hzLToUkNs<q4>;Fw{Kd{AS>G-U>g`}QK1n}1L)*Zj5GXQ0K3!^&
zpNRFwK!DXXp8wByf?KqO)cYLAXBmoVyL879kHs^fP&2R4O%1i8xOX8@J}l=_RQERF
z0Q86WPVzKmSl(R@i2=F@<nH3(%YA4U5W9yZ5CLnJnbfl?Mupy{eZ(_mOVlwQ-z-xq
znfLm>@i4$!taA*KrRtowE}iyE)tpBRvI24#CV+6=lSAi!W{ueBKsdTyxzcYgc-P>4
zDl*+H>7sBtHaf@vNVPmMUlydlDPBg&NCKSPA(cRdH4MNEAdC2PlCYb2xV9GrQ$;;T
z!X(3i=O169W9=pY1)~5EOnld@RoiIg3Uyd0C{-OJAx*tO_;oHxT{np}=~M?^rzJJ$
zAh9sS4inR#YAU?H#+E)!njzgqNp@C6!sJ9JHAWqAX$RYea!LJL^si0QwIDSBTV1-y
zdAl*sA@rC1=b)}A*o5;vZf2>nwqaVH*M}!rZrM@`AjGEQ-`T8!98gNt1f-X=E*AP(
zq4^Jg6i2aMGM>Vo*Mjb7LSsM2#LA^x4m;^8*{7KH?q*S%R|VZK<?!atLj2mY7YEIr
z`?ORjE@N}+LJN05a?GM1n_y2?7Tp?|=q3u#I8(<N+Lr9NQmz&-OF}nC0@Ra-bf>P6
zXl&DcQh}>9EG`3hA#FjUnO_K+3ytWYP}@D82x&m+6o=!&5MI&@c-0SzzV6-DJsqBk
z)?0_3`s-gIm~vQ!Dc&lvt^srONz45;JL;r{#FGfCEdT4_tl+@=WS_2CzB4wu8>||v
zhQ+}za{>^;Z2`#x>|IEINt=Pc9ca1UXMCjcwNgDc+m2Gt%b<_kubap;(z`~`Six83
zLrNNAZSM({nh^yF8yN#=J{iimf*0Sc0fT-JC$YA}tl*~o1wJBPLUp~-HJ1HKY?`?~
zaji9yAMNA$zIG;tXSpAK;OJB4%`HR`$cZWjUwf=(Q6u$8VP?T*4(`K;ROLR2O_8s#
zG)NDN#a!2Y3Hc~P$i;v_Cfbf&7Gmt9{=#%WM$eo@T_CQ0C;nWvnS-aJ*^XegJGpon
z)^qV?GlR-ec_;Fha58k;qPcWv5f!<%Jq?M+HJUs=#|uo#X*|eq#nEkgs(-CbqTC<t
zV69|qaqV}zU3tK3&eoFw-Ty{9m5Y;X1an2C#ZrfNXzC?LRzIM{ma38VJzUls5KNpW
zJjF*NZhPB><eVLk!%PnmxImw7ftUzC`#09?RJyeki%0e}kua?c-qnaJpGbPMUxIl3
ze1qb;>*j)fR5X3gB?kNGMBLAZ%~iIr-o@ESQ^aiP3@iLD72`bN9hq>H|2yIwa}&Mm
zrxOUo=q5EK;{!V8N66ydF0MgPaKBFk?=RaM&k3%FuV;T1=MM{fim$M;2qFLTrndVn
z@!ed1TX;W?#l4Zzzg>nWxc*!mY|#Ws&)_YU&G+e05azNlzgk-uF}PDMtgW!r#A%N-
zwlUGOnFdEym}WuaN)IDU5(1}t^YCB{I>T_fpCiTK;!@S7MfzmK57^OxSo4*ROIxVC
z)Ag#srq#*;mQ1QI)%Wnpw4^(#kks1Tb=4!I+q{2jci94##hg@A6<6)wc{a8#&pqxV
zCC-m~_U=`A*Qv~z=YmlCif61eHB{okyw*7=KHD2nE~KUhUD)xx5ps<uUm%M?CV+!V
zt{Y)W9d(Vt*XIAJh*@T#$S4j8UH7N1XoIj^d+Lk#C9yI5{C4IN-Zbi2Rd{uRTX6`M
za2TU6B&dDcyNsS{$PPx?mG%o0#*|xNMxD4s&>Uf9#H!gwzZVbn!5MFhd*8+7hdc%B
zb?Z?pGBCX}#;qC5aS!RTpvB;U9K((v9B^NN{?3ssB~Mx^xF8?7z@<U>suR`7?Ft)k
zq(C9)huV*>r5_I&JFlfMqH=77A`Lt8L5l;<6-?QwY9AGsIhTFPr<#wfUFcS`eORTO
zvPi7H2Op~~W`?4frU<n-P%B4Tm!rO9nd_bBLCOU}_AUC8>UKW-?7|RH_HL~}|Jr9f
z^Xnt<#)|x)5YuzJQLb9uOLN+8<IJq@<DRY@X`>jJ34H?`XtZe4WqT8V@F|Fll;F0x
zCbRF6U|N$^c1u~ZN3+VR`>EuvApCt{nG~DL7M5dsi&wBV1JSD;6%;Uz@<!WsxXy;8
zUfsYXFSY~}?CVp@g-Q~KoNNYp>^%~l(f$cRYL4-8^<7|dbX&jH5EluZ;z6(I(V5rx
z$F{e|n+nY?9m7t-_WCkHTC<oH&kXL_G117UF3*?V=5;(f`cb2N$c0fNNfx}unLB(t
zv=l_t&+*UIsgvhf2Q_=vZ+z%E_{ip50cV({*rHbXakNs{3kkla)ug;8ncF64c=O~V
z!<u<^vSHYlJyut`wA3DxB%O%Uz$;o}fV-AGg=H)f7@C#2Zaq5*DU5~`UM3SZ&X=FO
z9cf{qf|4i#sdad-pNuD8wq>U!2G+Vt@hZ$;DNiNL1+0k+ag~<kHcJSIDvQ2Af~V#P
zbj6u!8?Q8ot@V4r5{^<q)0MK3A^4a8O9RJFd|=!A*|(tCKy?uB1d=6KxV<OWENDhi
zAo;~lwjRwcB{3spO+YbkZEX#W$9u5Izc=g&YW2+9V>vvl`_^M7zJ<L<AT!)2w{&$T
z`2Y?+3Zzb2u+OxJ#`SHODs-5jpE=zMxT>7(wblr!ScBOzQQtYgPLc(6H;-1qMTT+4
zrNvL(-(2yKfnbq5^9eo~3G={KBC>q6Apo!IKn(#(I#)z6@^y;Od)Bn;VDTYk$mHqd
z!4UTtJ(L&D=jfc!Dyx#eWq}s!!sGqX2_!(;`!+OUWt~Y8(RzXjxY);NdPrS^YNL<5
zF*A{CfE>`6ON)c|Ulb<&Dtn8rWC>9%K}XkLpge>`z$FHiy#5NMTgGH0Rofb^)+ap%
ztl8lt_a&?t$=GaV>xuHpHiIvoK%C9CIY&5ujKO3USmqSJ0l!M#JW!ch)iV919`pPh
zVQ56)pp%7{y01#OR}dKw@nV*0U)Cc~Cta2Kj}9zkLN~#iWis0x+I@Xac+4x~uavFQ
zYsG!Sd!gKTI)~V{;6h@qjcyoLMXWjx#xPt+GWeww#Pe{a#^I~ZS7|fa{24fP^q0<F
z2s~2!O|z9KMa5qIDtbiXDc~$wfe)QxMGZv?q#b3X!FqEfZSDFhXDx`~FHAS10FjZx
zSw`#?+~Hc;_R_?->OdMT7O?p~FtTRlixO269`+6P@B;ER)RbjOIK0isQUG0e{2=a?
z2?OCKt5fi;3<cD8;FfUujVcgaz6ACXu;s1HBMw4$-T1^7O4O|mr2N44Qkp3_BSYMr
zB~-Ohco}V%qhe2Q6&G78u*Zw$tU^`+Wo%#Zbi8Kwr%@$jgW3jI&`Mqc%)%~GIh<iX
z^H@z=4o+~#r6iKoe(3zw2VM9gr0HdyyUseGQ@OIbG>zFCo;59XK;ODK8(x;K8|~w{
zMsXz^iPpOW4OmAJrKKUjaPsw<_OdVF(+y*B_TZ}(CLVE@#b=s7P39uQvXMY6Y^Z`<
z6e09AhuPgLrtrUF(vHbXXLQnq=j@B?j5-R4^t@_y3@22kwr%f$8bU{1IEY!<+ghzM
zHe>F-%}PL*d!fs=?d^TEminlP=L6@Sy6zr+UNpD*$Kl(PJ`LTU?ga-rz`8G>99_jL
z3`d1<`W<-w;?`q6Q`P(-{VA8<?40JU4uUea--(KW=T_3fy})6P_i(a0cG;M=Y&4)J
zIGzfEYOokNj4x?CpMPdimeO|M6xz<HH@SAl)=M;fiZt};<-1R+3e=HK+*;!iUu})w
zuqOgn#K=L`oCQ;Sn$6>Yf47P7WJn|hTmg83k4*6J0w<w7K$le|#1%+pogy<~OYl!H
z=sJS+wzr0adiW$~HD^@n-Op7g;ZG!qBL!n$N#!!7!%c0E3M&t*DlXcpK08z#<&1f(
z%(q#wZa#`Goot@bR%sX!=%xC)#J+~=hxp`AMI0jY^1J@@iFKzG@d>GFKrWXb4^=6q
zw)jct%(^3(x^=l`Nkhgi$IS>w!Lu~*R4<j9BX=LS$~G*fxO<US{KC$eQ!C18fWq`q
zH~ae-Vg}P9*3nwfHXWNDTW!9ME&-CAF(h)QDZh`%<NY-qD+Mi|01c1=+;*kTEo>?d
zj=@*l%A=zj+8Q*CAksB4NcbS(Tw#8*gCAUkzjZu?7xI!sUpP%s!9%ckQWjLen{8q-
z<nAd?l!v7X6L?1T8RIPJ88@u(R1=`+lNp=D3yB?g3Pa7t>ZQ7%N7TGfWpCFTf5@wY
zuUy5y@Rro10tNSI#zY94v9CE0g~L7zpFSqO6V;1Im(EImbZDw?bCL`zotf8TRl&fb
zSBR*U)$bhq)uHHx5u$=WRd7i_ntZ!SH)-sQkEqgbpXu&Rr*b0W)YA3)CrR@4Lek@9
z6CmJgX(TD_1{Tj_dno^lXbx+EVAH_sc=_3r3CH2p2waS(S+y`r6SLM?aD@I^&8Z4>
z92$utEI8q^NAwNOv3yA!NI|HwJg;TZ*0%6e^2VMlh~#eGrPPx41fl9;iq_H79E{{X
zw$t=rp&KOHF%2ddIeyP4-PSEQ>#CdlltuqbkI(QsNWeZ1nMlTCz%FnCcvON~`JvNX
zH`yWC(bd*aZ~-=*G&182!Nfle1X7lBfP}xO=H=vSvo!DZpq*M{DV!RKTRibcvA3Vw
z>WNOrceHzV_sP{ZpqefmMki`rzGYY&x65$U-o|@85)vq#O0m%lL3MJ=@2n2-ZHbK2
zyztgl?)VV<&uW1<M)f6N&Qp=RUPr5*L79y3#yuUpaaD>O7iHs^KT;8PS^)AVIgl<$
z2Vx4hR$oi1urkVkRer_uGc9g;H)1OtXHyM|>&zcy+I23fBzVLaL8OgsGqWtP&31!q
zQRHpV6K1z*;N;W#QKzsWWW5-SUIFgX>ZW9FFiWc<j)M>`l~mqOzj)V@!$eZjhu(d)
zTC-Dndr-b05c$3f7JIzBVDG{L>LiYl%AEG0?z)w(p{SQnf(goFFj_LV?}>wX_~JOH
z{UtaSebBA*@F;2gi8;YLkC^iHfW%Apg3O)qA3N5?BBDc-vPB)+Qk~6%F%vH*$w-V$
zCqJ8$N)f{Clx~R3VLCVDy<75^dSxVvJh@3M)ysFc1sokSamQ^kDY$mx0jTG4g~iR$
z2=VwL1)W_`2fn`DDM*!zE1^y3#9LS~&}FJLW66m|0|6_8mrL^JEfZGAR0__}IL}U@
zBkHSg8O#Dn2AfzV)`t$^gd>5MVLXOVm>v7*qJLk8D^}N-gU@DcUMs2C%bk03#jMA{
z>*(zjSjcIsOizg8pWjbJ*#q#_9()vCfZvfNLLW*WO#3;b+tS4Z^*A8gI6RZcFSA(l
zi(UBbXr>bLCk-x$X7m$%W~R1p$#zVR4te?;9MclTbh<pRrXo}OS%}Wfc;b%im;%n*
z_8#ug0+tg|6l`SQ?5lsUe6ll9x2*;&*15kNuoC6Iujha+Tcz#k?B7e<tWXz8PtX>p
z#k%kV^2L)wB@1tUUW>0LxHT?aDU!#6)R*9>{i}ARsoFSZ^GlOY7|J#%RC`jL6Ir69
z2{#(1N(?sJCX2y&unJ?j=d|!%U(n@FBfz$K*>+qk)<3?u*4~X3eY=tba^a;?>--qg
z6KDtKxTWI;NN<7f7=*QeDlRfRf&GKrh2CAMt~B*Ht7pGn7eL$K=}j~1J()&7H%c9(
z>-^8$XsTR}coS#ez|;(^1r%m4I2IZ85I)5kat|`gp6)>rvrvho#cjn}#p<6dQfpE@
zIMaO{oLb?iS8Nn{?oV8nYlEeO6$p7*`K`k$E$SX3-fi+&et}a*8Nvi>5kH-)YBxDK
zHj7^yb^>Jz0E=WULw(p+*qtv!p>@PB+fTKUQnlL;m|3?+))jTeP4XmztzJ|t=JKmI
zJ1p9TN;@=C<9kqFv)ApXZUd<DM&c_ch=Zwk$zxWv1GL&|HklQ^JOzJ5$O3cDF%+8h
z0uEDi;<shdZ2V;%>StlvPynxu$#LyRJLC_Kpr4RDN;?EQVMg->AF|}%Oa1kZg1;ma
zQ_vDacsr8njo3J}nq|oK%h%-{SAQrM)%Eb)W;^$3YTIAZU~WN+@&s#?Q^93VyKz0^
z`p+7m9TD5x1z})2wx^9xIHU4OA;pt;bFH$y$q67krkML0J>l9q+`y`<+Y6_@yI{OY
zq4*yc&*)4}otiv#4&58fA*R;GwZ%c|k-qr>kwC9M`eH$xqE0cBliYhneV&E&TdQK@
zQ(r|LtV9ie5O(MfuAD@fQe6#9=1&z2?NtU1a%HfsL5kFnJ?bM2&=4L7dE5;&{BaR*
zWFb6Nym$+<o=XqWFq2v*?P<jEy31b52-{?<@^IU5AgtqCaTouT6YE9%tuYrppgSlQ
zJaZsVqYsBST{#PK&M0XI(@)H@g8wp+s9RY0CE08LCbScbrqoCN#%oM{JlvS&x&QKg
zKyv~lrcxg!!_lt_LsC6^)TRaXFvw2M&2Xh27w_|gZAe3i4nkL&u00%yo@i&(f0rQ(
z;!-~3ZV|>3Bu=8T^5EL~g+7TvQWC-IoMC(8+w#k*@qT@9t$L>$B}oZTccssfR-*pa
zgZf+@B<I(E%L>_{j~!_5xtN<L?Xm=2Q6G3>ON|TJL?EJgJ2~zLP0d~YEqU{fpdu?i
z17`?BGs8OjivMGkXrXY*p|ctJn>V5Bj8@FbwrkUTrm;ywtY4>(1lNK1_D4Xl42FZi
z2Cq1~S5sY@3&{~X^0b;*^ZpsOoc5yEskCY9?e}`cpRj4`@@F(|XwLtX6`CEV!WY@7
z;;U)87iZ{~EDe^XVd^_vmsG6@r1U*?uV1@YdlDSSKEXkA)ciQrXpwXIIlon)8mg7f
zYxjkTWh<((DXmD%&myf1g~1=KaG<<{E$4!YE`A{f`m+V@7%SJX+#b*{EEBvI9*~V1
z6g9CcY=IwTl{4A@Y|R15e8@MG^VDucE$1t%0${PIY*$C7A=&43|FOH7ug1hnC?mVE
zsG>RH&n#NZdV{Qz?V-Ko*WzjD2PEg7WszX5y+qIoDbY^I=yVJ#yxLH<70bRp48|H|
zfLe+=!i}J}2cM3_@BmaEFx{(vne7qvgz(nkfdDYk*acg!Ux)ys<`D|SUxFwJre)#N
z4t1Y4-X`E=7^}+JqXd8}bowSw49l6{)_3J#V0)aJ+=~jcgtSsfm#q5<(Ba?<$yiE|
z8~#VkDXO4X{tcI%LYNS$0s=`^k;U1f5S58_+RSS1(wLO6q<1a;O0iaBMNbeU09l%_
zXaib(56_ip#Rk8fG>|Hmn?2L3kVdIbv!$4<ZKW80nq~T+(V=^XA$D0k!|o$JYI47$
zg79n-RiD@7W!{8ceObrKi!Io#5}q?uSZ^5&K}=USC(OH<0i265wnURCXx`TZe+MXB
z4&X|}b=e<sl^^+a)zUJoh$L{ZV~@n|KT=om%6o@s{@$t7bE{OZw#RJR9U(<gL+^Q4
zAKo*Y<sB$$Fr<Pc#AdRjM2cyZYP1f|nu--`M~_A~9dt&pX;Bp!Yj)7w6W%5m+OF>i
z_E6ZZ@uLP!;yCJl1v2}?tVXErxvr90;nl21-wS!7o*xdY0ZhUBjs<MO&#n;F<5^9<
z%V-3}<7yO@1@tO=mJU6SR~#CAE)eySz<~(<txYYI=5IjLo8Csw692B=cC13uq|&Hv
zz`(cj@Lb+>ZSO-!aa81?;Q=$BMx~Gw`ykCpyOg7(VOMEK@CrblJAZ97NjF67Vr8^{
zrM8Q*Fp?2Hk-tZee)kcyxJGG%C|M0GZk^ue=5EBSqjyz*M0U>$WQNrrk>K`KG+273
zoJr@L1FP&&ar?;5@5yeEeR21+Ud{sv5?znyEAzK&!YN%i$&0u*DnD~STP+!kXvD6l
zZm~xvdF&IRbO%_f`uB2=bp(amXEr21aJ4K8o1UIf3LLxtAK5e3|INqwU+kHjrii%k
zKlV&WossE(xMz$Eod0j|nFPHgy$ro9y&S#5|BXA-q}QkaU)Y(^|76Wf=uQ4T|9|K*
zV+V6vBYJyhV@D@*TN`=@dPjOkV;5r^dPj3NdMA1(GY4a1dM8&~dS`kUdN+D^dJlRJ
zV+UJGD0;Df>k~7#GA8(MEYLq`>;Ib<V_|`!7cq7;G`4Xfpk?IzH<EPHw=y>rv@!kn
zj(=Ftf8Hk~Wa~ztMa#<k-+3`cMrO|cV_)pQIYR%FDq{YxrT8zt*#BON{{oEtr!dY2
zPVRR9oVx#*VT}KMM*o?zgSnlPtpfq`f6DuBo&N(E`wtrSZ}@)%jB)(e>HOO@Cu0W!
zdNC_~Cu0#~Lt7)`{~;m~Ff+0K7Z1s7M<rp>CXfL^^z|n~qvZmKp;kml!n#00<0+r)
zIwy@#l<NOt>@1+-Shj@?3GNB*gFAz}ySoK<cXxLP?!kk*LkJq&-6gn7f)nf?a?ZK;
zocHek-dl@is=KQ9?C!3ruKn$rUHweP@tx<<VMRx8yuDA4xuYZ49!}S9m__V-S)eoX
zj%|(|aDeN8%pa>-5-bhv>8T&wKjk@~#NXRznd03v;pUa8T**bvoK)L4OA~H+h3oo6
zbu^o`aFY|}kmAvg`)vEWhGHGzXr8Dvc-XE=GXq4dA7*0I!*Y9gJ_HV6P%L0wedHxk
z;i}4`USQ3&d8sZH!Ydy4X4M@U=O_|XwZP?Adv8|UwS?-R3sn@*^3K=zEZD6vKXbSD
z`uzUA`XRc_w3XzCcxfjo>VX54!iaj63l?}z_z)OQc<Z6U>1aAmtqYm0B_-0{kOGv%
zuIp4osyh;?_J&{x!%_{)9rB-JYrkyh*Jo6Nj}h_rb#F23{QPn8n^Op{NxHzmFS5Yk
z{$o@9NBp@z9-*i$=t)@Ent|%6g{i5DqlvANi4#Bz6g>~<WN%<(0$^bP0PPJx$E{6F
zo&QWaT9}zT16WuAKywd!a}!(8;onUPbdEJB(jee>YXJc5Y(dou)Qmv?URx9ZXlmyI
zssXQ|20<k)+(G|dTO9ys@>?Fz*5dU9BRgw5TL2p)=<sW#LI4{Z04M|i3Io_U0YFhu
z1p+k=08kph&JF;|0)TP=pgaJm0N?;=tONimgDNs83K{^Y4&Vf7t_k1-6?U;THgR+^
zvU4;6aDuW706;^~_W*##pzi?b0|1(Vt^@$I0EJQmWm^G&)&QUl00`0yq`UoVlsW(q
zq_`94LO{X*Kvw|J4FCk`@1gTrZ~tn4EdPiA`Ok(W3~E{bV+&yB{6`aTR`XCnQ=dPt
zE2U<$VxbW2Khv0t87WbOfSdy02$I1BhU=@K#oM}?A3$ZOqJ<+VZoM}~HNVk8YYrzC
zQ(P6bx50rh4v#P;?@#+;qU+Rg&MMR4=h!i`f90X$bAJAG_Vlz~DIP9E9u5;2=TUY2
z<HwK3URGMBX$l6-c6v#449cAI{OA;#{5iNUjHW37vfx<R;L?<et`C|->MB=W{pawK
z96vD+av<I&+WGKI{RkKg2E-7QKa7iF2Qdl>Z5!7I?G0L|(l@4?JvQM#=n`vDsh_C~
zdMC^}L{c`6(s4<YMk<!Q*+z4;O1CyKF0c+_RHs|XRiIIUy(^7RAC-{BC`y4GR*8&b
z$ShYHG;t^s_(DvrfKH?gHNqB3ZG4<GHQZ8w6*9WpnQJg?zT}CFX(eAsP0irgjg#}S
z-|y7eQS`@)R!w*pVLUdGA$cT6yg3(9hG_U+gvh+%R6cAz8FBn)iK}#p9c$_ffGA&s
z1gT~uH`V(ni7BOcr6j5{lq}4T?-L_jL|F4aF}Mir1OqAB-T^Tw!kzl~(`gx&%oEI&
zY%h{B1zO`D25l{Ic16gPLsZ_5O?Nw!JppIrWqV}wKFP9QvPd(HFnSr-nw;6_+O8Wh
z&TYX*y~UuQ)zx~Qo32ef1kI7qs~{Wa!4#(b73l&chL{M@ezTd(aQKd4)zy+-GgqK!
zP%E%aEACL<9GpG-5^298%pRi+U7rgRV`EZ0yi_Dnp#>tOe2Ubp*M7e=M_&*=EwDKl
zHmLEf2!2Zh5!QU&+rhB_(>+r#K|E+7gc+?RPZtxFBq@A!)xxss>WZ@cG!pFPTjoXx
zm5ycubw%@@1Esn!!)dP&9DD~ytP%sp0|WmMSw#kDCl=NG!bMHa)csCx-v{tn`>2Y^
z3f{q0eg+qaOu>}5gxc-S5D_0)PZl~}ut+Y24a1u~?Tq*>g_$3qLwvrYqC^{<Ya$Zk
z{xZAUI$6;p6Y%2C#Kg`@#v7$8h-FPBpilI5<LN?IJR3wx&vkjE&yXZUk@^MuW8jNT
zO$<IlYkN_`G2hhWGM&fnx)I^$<xf>xcnA4Mk3lBWO;8~Vp=m#4(;p3gNvSFOmm8au
zbmnL}wNOTC$(&o3jg%#Icyk~?#CinwAR3?-wc;z!1#o+jXlU$8kg)d<J94%FZi(!R
zPwi?3lit7$58@3E7D|ZofbQVXYTzj?iZ3$X(7ryrcZqP`f%>oG)yKCX)6iy3K(_?D
zpAr(BX_$R}Qs-4=6J^QIk9TAYJpKM8Z{v!|mP7rptuEy-(#D>0PRAcD^_ZXuzcEf{
zX9P9HgTp7D;*k!Px?Ns(;PQVXwVir5Pj2I6?>_w{0JE?7Q%ovE^+uX=<zzX@1`)=4
zRqk#$xDQyrekDk3^JRd?A){c1e&6!(G~j(8tr}}ix3Ze@^-_P6sHT1S>svRW<h<qE
zWwh1)$-A);vcWc^rKn9LUJb|kyyR;cI5p}-P1_r^=Gi&)5p@TTl4Kp!b3zOPzfHl|
z8)qk{50liNcj8Pdj$#vnD`{o4z8~)#SbWqO(bl}UI$(!JO0mBaC*YK552V{E?Wi+*
zNueD!IZX)q)`O~*eS@*eGpAA46M$P!?|toegKqk~)CnW=d}3ihed3O!oQ?X;#{l+W
z6{Rs4BVS?XE)x8wFK_QLk$}82(o-n9A9RPc-J<G(Sk<<>uvf9M{YTyYF}%jZ&-&es
ze(hUkg1E<3Fc(`)L>stA^ARY>9WXkk3xjUH<Ap-r?+VLx&U=`%us!pH<XK|EH+}KB
zg`lCyPt>INqwvAhHPoJuENqOVtXW?I>0=S-!jp;Tkw1{=p}Al(3glEwlw0hjzZ<1h
zM1J<%;@Wc=lZrh7ymRN>>L%PfR1EzI)3{BZGuNYr2k~r3i4OIFHz9Tz!GJ``Q>0rh
zV=6YM9T#i29sL)~dPfj}<2zQu>mW!^N#ecOOBjOfczmCYbs&c6=045g5~UZLaUzYl
z4OB^cAUTB@SYO;g33&L>(7M%R9D)qt#L-EJMZ4i0z8M|!qVbG*lfG~jLE|C%i6dp2
zO-)bU<-p1`&l@YTUX652+7_<>{5k<b8_^sR=z{6I2s_=5E~WD=>&nULADp=DB)Z*9
zHM9YTYYQ2Bc_w(5P?$QEVKBT7Rxq><A70+E(8@Ts1dVdw8l6^>p`~5(Ksc>GqkJV6
z>41_(6};Zdgmp^R*Mf8VXvyCf0aY%MhI3ng;h?aVG~XWy??(DIl0AG|JDM`Jv`JX=
z-1AD2HUFhmG~8%SCGUBaPeCEIvkbv0Wy7JASq`*f4f{{)XDHJ;fH1Ruzg>b8x`|n1
zh+dJJlaF(Nl9L3T%hk`C-6@r{fW7g!U=i`K5<_^JS@$-wIaRZH=?89GzX|5z{!;LW
zbRB%<i?(g8o{cz$@J5ep@ToY6q2M39e6vkSK}7zeMHuklJ6yx_8&L}*5PH)ofrsvv
zZc06Y$ON(^P=sx!Qa8sT!dNXxp9V9atPJ8ryzn=T;6C6&)zZS6Uyupi;mDc-u^riG
zWXygUx!<Lkd*3Kggi@eeQ)H#IaywPCIDI#uL)M#lI+ptdAy#<0*uONLs`Y6&qX1Df
z!jUgdEIP_ByuSDNstDeNwXpc8WkcJ>u(F|rqq#0r994Yr2a9Zi7*0-pCBKf>);Lx6
zlo@a6LoAVubi+}X3NTbWuIroS{)jK*5v>VRDk5~In2qzCN@kO_{Ku>DEP9P$ZUX({
zfrpc5dHM?JZ9sYzkan0RIlKHKy@y%6{|mcO$*}hgY!+HG4UOPYY0LGm?_<qeQkOU6
z3m2YTK(<YV%-Lldwynve2PeIG6+Egc#=5EQQ%1Iro(uzh-+OIcg*cs61Igv7bT)5c
zx27^b$+=n5z*|b+XEMM^Bpx&r=r~O0w%jb(mD^@kQc5Zk^l29H2V*Z7IAS_zvj+zp
z=|g*M@R#Br?iP(j)FNsX%B`GE(l%@i*KHQHf+lo6W8>pjOMOhSjkI_PAZ#69R(uO-
zc7y{Lgy9s;%f{mzFr%}D6AFh4aYO%c6q!<uHmL&1#fDAe03ymshx=?QmioBbUWQ`0
zgQCIhUFC%DN%t>U3~S6^!A<b?+0CuqPF4_|%w&T2R1x&kEXDR(ti!o<33JU)P#v9X
zQwt6IBHo<)uIJ|l_zBW(LDkxuKm6^!ka6ZLWonPuJm4M|!A8Q&Wct{5o>(h?X47X~
zFuwCw4HmPzjIH4GDe5>|fv1ai9OrO^$X{6;a9z`qxo<+}Dfatev-%DvwN?3}C>?tw
zobc?=_coG+4SYZY=vad72iWni%tG4Vs1j~dtdqscl`L4Olhu?}3+L1v^kTN)D^nA@
zqfA=|ipNFqehtIP2Cy)M={r(|RO7y5ct@5H&T46vX;t@g($0bMa)6m5(u?aC*#1i-
zKOy})*ALw!zrrdh*uzMRY~VKOOAMuh3es%jGA260-DU*|UGm#XT9lU4FfqG6KX4rs
z%co#ss7ilwG}_@g!uix7HriC1VW-(G?CCzh`F*kljkD?=Ic_gON!xLIN&_;s)d7Fo
z*XEmVPfGjSTH4X8hvN43??No7V|TWjlap>Q!PuFf=VZp9MC103s_hyVH07+=pAp?S
z*W6uyxEew4Q;F07e)??VeU?)$v|sut_j$xcAw#&&d}O-3P@et;Mmd@SS{CVJ%v8bN
z0=Z+HT<Sgn4Si~p+TD=5*vG@p!-0f|&6<t=y)!BPG-^aS=`@TXv!Gq9Csh?MGMTUO
zepiI)_jsTCA+oPfWRc~0doY*v7Qe??oa0BZb>^y+kA+un63i4*yHrUXp`vZ{z2NsE
z<w$QODsRofLXN%5<gK(US=Rx!dpvLPW-rC$ow>Zb{kc9Bwg~NPI(_EzwV(_bHSyE_
zPBE2P;X}hJ$)ee(SPM07F5#~%y$z}8gtX>eHiJhP<Q5T5Mmn9AAx{Cn4r&@&NE=z$
z3R{xHY$>jin(Wp*cHKX0rc2SA(e%xpbpxk*?o!+oe;8(!G#)Sz<XUYq9Ex<K^_bRW
z8g_Xgi!=mb61i`snIs_(cQM+=35qG&8d(vx>52vHYCNJ+_PxD@rDol0G9ctOyuwvu
zl5j^<EFjtaSmg1I#d=atVOAzd;6|C<;Ms>I$5;+lm*eUe);qVPzyKXU$Rk?kH-un1
zPoX19auW5$bojh4$suS`W0>>=`L}rJ-cCgHojl*s$j&jV@R+uTwPQ`6V+)rAr7zv~
z7<#sJ0tyQSykS^RUf>wOU?h$c{-cozvKRjzFZo|QNKQ&dMn;ZC+``&g*}&FG*2B@l
zz?e?h4rH3yI++;%ix9mc6Jc`$M`aUd0OcPxC{P7x4zvJ48ha24G6CTlBcLsa2pI$I
zfNnr*5U_CpngLCLHh-9of7qaZTBJZ_5KNK-T7ekOzm32@49i#Z^iS;b2k`lAh5klB
z@<36bI*3EL0)>G>|F(YrNc}c`K~(4u(-$cH8x+X`HGiA0K(XJp?{7=@x1kGSMt>n9
zHc-(2zxWX|;J2{|A}JsqV&((@U9^V8A7(HM2!{L{8Zj|*{5NQ%>}+Bq0kT#9l=mk;
zVr1t80VGhcZcxZ|HUK9R+y5m%J?n4q@|OV%3e^7hXJ_H)<ox<5Kzs&7eC$+hEncY&
zfccf{fHeOL9RNVQ>i2=yi~Aco`dt%1<^Bz#{`WfYUtrYVP!$MG{T({}$)mKGnVA9q
z)5gTa33%Q9UWN&z86yZEFug`EX9I;C|37T6<^Phw#`f>@U&oj^Kyv=lg^lGEY5jZu
zuj8zs<DfJPD+lQDvjbR|KyqFq)xYM0boi|g<G-(mjp2{-ulY=zO#e;ZYe@BfeJ4ov
z@AF^310;hHv`E44Jkb8XbY}sjLAtYoRt;c&EeG2F{rM`NmEn)=^<KT^F))E*sDorM
zf%IWy{wL>P`e!xy|ARe7hJRoUiHOWpX{T*Agn{#4XgsFKreJ{+?WZJ%GI}#|EHlD0
zhwe6HQ{*YiLl&(Mhwz$mY=Xq+liRhTGxM=vcNAa&V$}kPZv{HY`E{qtj^R|x%Z~2C
zm=#imcPr+SXf;ftZ-~OBzpG%Pm;7|mX|FEd#(9AXDI34M4lF+QdRDm3MY*`P%05Cb
zI^~5*aw-UlWe`FXQLQc`fwMcBKtEwbV~HD)h8Uai$ktQjB(?!X&32YC2+s0$&#@RF
zTr7pe&7Z9~C`;t}8nHCCAL@t65oHZmhHVLB{jHAcm(iMD^IG9A8{d_yql&{7Q-#hd
z^o*pA{XuhRJVWRS`<=!2Jtaxg^C>fXGiz-x-)coit(g6cbB9+f@LqBQrI*EvG0J(H
zo_aguTh-N`zBT*p-NqhGbPCX^HZ2-QF{i$>#Go|yhtXYAF^h#C@2KSPYAt9Th49>B
z=6i<-WivTN89x9FXxI->?-s-FBJEsTb>k+~+i#B%f=TcDM4{2#95#7D1dcFWSESYS
zg8xlg7utwN@_3y9j5(A=Y&+3Et7)xGtKss~+cXGWifGcF+e=TZj7^u^C2&QG{n5dd
zkBp@AgRW-aoC!(a#(PJ;c2M<WUsaexM0kav{#+T@nlY_#ldIulTbr~Ub_jsR<D{|I
z8<w0h4~L45UIHgw7aE}uiaTrVE7Ec6;~|!dGJhIbTcv675xJSukABl4Z^JVE-i&#>
zxn_+aFlN5a(dUY*HO_pbta@4L{TqjG!U%6%d>Jd3EwCKEg%~S#g_gTeQBkaJAi_@j
z)cVm|l3GESfhJjM)o=ldC?!T*7q4unXd!Ka+@>q!-DV84g0WE>8@oR5*IbKIh0j0~
zp(TQ?RY-rf#e-*&3L18?ZQEue@}QB3V#O@PD=T&4kR+8W50Fia2gYzI+OFwxEwQ8a
zxn=Zf4r~<E%s+*C)hekma4i8oTq+?@V4WK!L8m7(90;X^tbSKaC@YJK%^j2VmnEIE
zuVo*S-{!Hz#Fx-^Kx!mfh+LJ1Z?Be`$=;>jYhh`de6wG^+szuttiE+-s*V!osA_PQ
z)WwZfq4a^M)#lu!Kvw6$&Y^U3pKd=;WbDDUgKGRVdj(~&C>`{J5JRK^D!~LsU^Qz=
zWi4=P7Skz{9K-Z|W)+p}r?eI`16HYNM|o(@thq0c1NxbmH4)Da@|#W-;JJVvUhCz#
z$2h5Btbr6s;6$vP?Y>Su<yd|f@)!NjtNrCwbgCE*A8-5f8!A}3Q3!FFR{FQGi?8nD
zcdIZ?qa@HDOgP6Jyzq80Zgz3V_*mP504CQ81moX%lB)cuX9xZ8?fkHyrwJ}Ewb-Zy
zWYp-?V#^70sswzr)jQQ+;2FSz0dR@`kx~D>Yf*8uu=(vAc^y-*a<bAhv4d8`U<55k
z!AQ@+!O6+W^7@W5cd;=9{OOmFH8Hj@_+L*EcC@qqUkfRjIDv5WD-DO^;Q_tv+?~ah
zok6|}!0SsA^jZ@JacW29-;Dfs0bym(TjjN9RC)!uzu)wKoT<X7_u9YyaTaKY3DlYY
zYX{U5zj|#z@<2JD?)(qouL3mW4J}QKod1v^W&;xb$2Gp@DLC30y$+DHfC?gFAmVM}
z?)<xl1}SCh401Ms1{8m20#tZK_s)P<G7b8U*Y~L`i1(XXm>2^nMYxz47#SIun3zG!
zv9L3-(=aenfW|9A)+Q##|Lg7f<7KR1U}o|U1pW_i;NNc1pO^nXF>qE^kaO_&dmX?I
z8V?CsI6EnrI11a@*n>uDplbjPg#H{Ny$*dqx8cwAGbAETQUx7D00^Pm2CWx?9jakj
zxAvbNcDO<yO8MSH?7C!@8ej<$`94PEi^THY5L(B-RY3}yYGZllBUnPxi}S0am#=ak
z)^|Wc%j`&h2BV$f%>7=n*#G#rV{$L8N~zV7NvD3|z<JDeI7yUNG`x=aVbC}2u(i0O
zc0`r9UAC5j8I4@WvCl&C$N2r#gDq1zTai?8bEcBGxr`4jQ@rnY!zpJjh1~3jAI6~d
z*o=qL#^1MpS!V2Bej}ja)y0|_!0{$h=4Rb8V;JI)FV)%b{9}Ah{Uljd22Y;wK{v~1
z`E_q^W>hXP`-A93a3mMv2a|j6G{yL~k5n9vQ$2;=8E@q;oU*AXcdj>6s+4t3MDiHi
zZ(>Hh1K-Nii$!a#((feVS9f*2BM})Qi^v{UnUsWikG!8yhzj&&SnYj$C*HvuE>%V6
z%9DKQF_L&@$gq2lRy<yN>SU2g2J5We|3F1QlE*__p?cETmSbNXUW~0@Put^|mB8g4
zEU{ge4lR>yVC(|6L#YkTVJ8#uW=%7adCVJb7^ZKCj)*aj8>2CjibvLF&T#pxs^;8|
zz;>~bsfgRRJp4s0`2rEhsA@bp-u39K`F(uF%i+@{EeRG}ZTSGFe!`p?>Zngm*Q}-M
ziNpvtj67-O%A(%>%$j3c)b&&9krA?T7O#xU4a3}0kBS*+XD!Aey`z|~O7}`rpOjwT
zmr9jUQU9o$m9E;i_G{`B0+@Jz=;43rby)tf$cs3rCI30b6<1~k{MlH=m0yR}f3zcU
zWk!%!=yw`a5C0lIgN9K57(W01$3;v`On<Au?%+CcwYI$g6cMiu!;!CB!KXMxqL^7b
z#6whad|*AxLXnsa{UI-W0+~@shVZ6)-8C1>{I@%(gWS;E`hi1<M%q377zVvdiRRq)
z>qXlttY6b8jYGqHWLvISAQhy*25+M)BHTE5zc6flF}FL3;~lgA)rO>s-GtR?FDNw$
zQ`x<lRPDw1bB-3KE<bhM<a_Z`LTP930Kq%Q&oT}C$=3EQVn*?ZW0Wd0<}P0?0(PE1
zKr_gR*I6}|%{1zay>LO&>3OTv;X2tW-zr3<yvhDiTZU!mQ8UhN_r)IbKizN8Dq4Ts
zDJ@nGP#^xU8~6_g_W#sZFtIZ*{pCJp1h8<j{$oKM@OE`CdzCrtm+^KtLdjfGm^w*~
zGaaDxdT8$C56UmWYjJTXZ^2umcw7^$S4D`iqqU~MnPJpY21?M%Hgc~FJi@ivusz>O
zk<2MBmzB(^9Y-ta*@*Xd*sHKKcRD3j^p?sz>n}3zXP>)tTyl3_3XT(riCD}^63g0J
z!#5`;ntr=rX)R}*&$E7cIPr;lksz(Iwe2jV+iw5<93wFut|Y!%=c#jf7&dM8&ZioR
z5m|&}vuI-6_X^|6EmuD3TbySWNtF34)&c5g8+^B-OyV6}Rk*b;px`HI)Q4gRIL=;L
zcjK;Rq}T8V$&<+|-)!PlZ>>*)2|z!ydRUftn7Lh7d*g%qqwNi@@OI}rV{wWL`>4v)
zX`2a!s>;N=0>gv|8GWYjdq&^iUy`iAC#^4-K1=U#pKj_L(0meYZ^*itRy5`U<4jeX
z?r{!nR6^F0Te~9vB(M-f5rI&a$Ime1ot$xq8GfES(-0M7@T6_|x%S7IzV0Rc0nQH8
zvhi~?xf0cy_{5~M@tWZNSdb}ZTa-C0etu8di&qicK!Me0@hGzW8~Au9RG#V#);&cW
z*$@>umm1rA<x!dr8?m7fWzRH%!U1!BUg?~gj}<G?8H|?|9x)K^1IoP1p7Uel5#ogp
zqvB(JX+HYIsTZ}D;jYsY@h_B`K$y#Vtq;&EL$0tHHHrr*Y%BfOK8OSt<^-B#m3a@{
z0?54LFGaw`;y`H`Ozz(OvC=(11@5^;vhR|?hUWZYD*?P&#;$DXV<s-vybrJ|eY%(z
zA!I@Vck%YcKjJlL=rI=}s->HyVOQ8zdTtsz;P)giAukbe#BE#C=cl1g&RDVvU#3%K
zM5=y{j+oXtHodP*JVp0h^qnV}t<`l^<LF&CIj@&r6743B2CbD0DHK+t%t4!pp^Kr_
ztFuM2^>qu<qDi*qwAsh}mg{+XVY0dK+{CHKWBd^>`CMd826~{eA@bXz4Y%b5!O0fP
zvSQ}4(-luv?ec>)Pge0n_nX=&+9+8A_({tp*^2bW8lMx0Wh(d)vo}aW67QIT9lp8e
z>6)V~2g_|D<|&V2T=v~>G5w@mj@tUPCHgbpII$|eU+S`edYQaY(rYq14oL#`5PijY
z#agS<rnGXVsjo@ax}n|DYo?>SqbIw@&+?_1WI=ITV|y`lhBGL`2cz+EOx_SRz!z>!
z?BnPFjyb!W5kI^#-rQX88MNMMl2sK7d-!GWP)Vq=Gkci}a%C~ymgBPB^9LRgKcT`3
zv0=Gi$trTTEAkFpxE4%h=D8Lg_a0w36WdVdj(H+^x_SAyX=Yf@mTQfwu(RU%97QxO
zBWDbnCG)#VCacwg(R`F7Qprn`lSQ@Fdl-U&jKR*3MUi=ot>5-THgVpU64l*n#cTQ%
zq(mDZ4%23+s+8QRiuw%|Q$uMrF@Sk|l}Duh<sq%BKZLAtAu&jROit;mK3jZ1TX1(B
zsljrFd>;w-Ar^{DDGKi14-cpCXD`<nVs&gQ!w;Cw?80A<o<(rjd{f8B?1wJ!Z+-Qe
z22g_$i$uXI6jc`U-%{A%PZhA)u(DXfI8e3m<VJ1g(g(X&MZfXMJenC;yUshtby2vm
z``TLyza9w+^_^#xR|!ZhC#ni*7A&t)k5gO3LpZR$1cQmGMVH`Q4L{m%5vq*L&QB?y
za<_unna&p=mL9n%H_%fkZWSO_9%)F*|3<J7noe-iQEV<Zg~vC3)xvfaOZa`o&aW~x
zwhD2gJ*?JKF#)V!U8&q(SskZRRK=feH%Ef14_CSy)mJdorU`69TSs6lTz74+67D$b
zI*1{^!`D7fO^=w2IqIB9g+RocGMn!$MaZ4AYJ?sDFVFKiF)!tZf8UvGr@-nEGS>$h
zE_mc&#we^4t|O(-kKRV}=|bu{&(a8!oUC~Dd}29DI+#BWq)?!O;NZ#;rAp!PjI6~c
z_4iDJyw3=vh#cmmTHrlO8}DlPlJbSHE_marfGX5A$8fqdQrZ#ftbNIFWRZpmZSyeV
zqy)53LD%3vM51c*F-GMg<Mr*KF3>J{(gJ_DqhM=7GwC<T^y!h9I~uUcnJDS#8wi|V
znH*;T!<7Z@Z{{JdbX9B_!b=iJl>oZmw{W_6Ak(BTHaqk9rFk6zq6`H4oX2m=#Lqtt
z)Nen2*Xp!o_|+tc%YfA@T;tH$&2`Lx8FVzX2Q~NE6O3k%v;7?zuZAL&Y&%cSOhOCe
z<%0nCm|@Em93zhp2f_pvMh|nML>L1Pe43eKsGt2cRyJ?&X59#L1)0O!9lYE*+R%||
zlpd$Bo*Fw1gooFn+Tf$U<3HNU2kduILd)qVems)e`d2_L-(&Q!s)uhv_87FdY9M@1
z65$Ho<kIhmU~c<y#MovI({r6_=I-#GU4R~Zxeud98YGq<52+`>fDuoI82{T3CVeEw
zP`eIK1Yl>dfwud|Pd1*Y=2QtJYUYxTE`S;1^IabI3}Sx$fp!>ehf!RxTpa%SB<v_a
zQ`7#<2Wu>f)YZ7np+P}lsw<Y>)7;HysuQ9`cOSh7qvm*wv{i7jhM945Za66#zkHvb
zJiUPtuW}(P<^((qGTw&6{KUJJyWuj$dU}P>ndyny`IxOhRwQEbM_z*P{m;DBK;#Lj
z8;_mxOABOj-g$3th!u0{)a-)YIJ;i>Qa?IyJLmx0J~;>}aV^1}JFO#_Hf#^m&{XXg
zIM=(9Cfg7CA5;ZRj9qA_r>3#Ud1yKHR1ZuJl&9d~_F763c?FSk`D5sn;8&!MC!2Hm
z1L?^MgC;!}=Yw}<<!W4#`u40W658BlicX|t6ZM$W+P!ifQ;we!X%oe!IaAWHB&nQ~
zmbOnAEs4{g653AaPsmbF4~Mnr!Zx@hP7ksU@~=%!^bNnE-J{WvR`)WPy_bz!bhzJ6
zAinQ;FRTxH?;Jy9;O_c{#U^R>c%9;<-zUl&?#aIMSb=~zW(0bzd^Zafp^1Wse}@fg
zk7tp8b+dnV+fi%X_DgB+#li_&a1X2p*Q0bJi-%^Zc=pk=0R1>)CW2@DSFv%Rhh%nm
z1dMXrY`Mwc_8Rvtw!N(VgOh1)j&azc?y#8`>iYc!D8QDjx~lG>ZP419YP!}I>!Qwb
z!|>{wM>6Mn8_v=v_4vfM9*0pevN50Vo$!?LAl>a{9o_MkVi?D##+~<XGf6T_<%(wv
zYA8@m>YhlsWlVB+?NevY8n92OunH4T!cBNCtcrKgGI#Kd(#~B#5Xq>fXN?k43?*iT
zZpgNVq{P9ND}U&HD(Of(y*)Oex1_#Yz}~j$*R`6NJu4%Vs=BFq<|6gGj$_n1o}ll6
z=g(i#w7!4*n(RA>-^+>-c!-1)`V}hV9FP0VpGHYnL80ATN4=uGaj7+>{8<8~*~!NW
zVWMChN|bYcneWG58k(hf^o5rJM}BkpyPWm1Ur9!cRs`&NTef>=X-C{*W6ym7Mq`@2
zso@rk{C?TatVz{6jK-C8Lyhw(FFB3F9(9f0l~7je&GVYwYlz;J=)eD<D!VnK?AE_4
z>G^s=m!Yb=X=gbdUzdf9ym8Ni@`3US1TD*#`vRVXthM_e$G`t1sQ-47C}?VEO43M}
zSi71yTNoMq<rVpJrYLAcY{CS>w|^KRfBF^J*<W-2s~3Tlk@+891W=j(GWAr}!2J(n
zn-Rp3|KJsWdJ;H6!*e<o5FBS@0nPDaWMpFczqk@OSpES5{xR3^Z!UoUc7^|9{LCPY
z|2=8W5i~^!G$Zxzj)&j&6^LT|7e52*pQz(cm%wk^;+3cTp4IwV7IenHT^Y=O*OK)g
zxZ-~@I9Nb;`QOL^WU(cVS#C3+iQW3b(XEKq8d6EZ_bX_^eQ-84Hznw5+R-<+-sXsE
zd&-oT<YtJf=jizLC5Ltw_;q1z5=j2S8hgq|UvwPCFfikuy<(o>eh_A@nl{-yGB(|O
zqapuceCKJmp?BN%KukF$o$(%8S#HFe(QU%OdaJ$TDN{J}VN?I?x$R^o^~ocHZ<`S*
zs`i6wItq7+S9LMrHDd;ktj{9k(UYTx{(R@VPM|W2b8qxqW1%a;PnJ2G%;Qaz`sw8|
zZ?Ez?j^G!mXSUCWw!%@Ws&H0Wm34KL3N=mPN?~v2gpL#i+MPeXX^pp45Fjknx>9U)
znWjLiSaY7nfn-s|MVl0x!+>0t(1AoNfl?)bJCIt=>k_j}z=JKbqS}N|r4x;Tn4<ut
z%G!FRYV0zkIouFSK1!qmay?xk(9CgU)B>fO%Mw&`ElBEGt#q@JNy_!Vt4XN|CR)&c
zSYxf0n~qmy&=@!yq{gZ!<ne$k`^fVFGN>_$qPoVlGMg8ao~x&*&K=T}QZuMr;J?^G
zr!5S+Hbz%*!O5-&OjgD<zNP}wD3F!wGk|{y*JGD+Q?lECsA}H#*vlw}PSN$Zb>;6p
zXXp5sh#~O^dGO_@)PHQLe~|$#R#r9u6FUds_46Ma$P4qY<Dm4bSLSt}0|fS7%e{JG
z{wfc$`+uiF@bX{B{>pp(d_C{A4Evwue&_uu^ELhIdHSmy`=7eJ9{Xzp<^9c?{y)#Z
z2Jti|P~-b!<=WR~&&l-9+TQNv=B+CF>vr_8`F7pO%X2d{7{U>eszHPc_B{d_ia-HO
zK#jkkAb>bf;++Nrys8Y$yFgm{azT+={ZtoqH^>yasi*t5>O@~WayZ!`7Tv!4JQ?wS
z`jpOWCim%noO$BXCz})6AUF<z6@XJHpU!JR@0+NJ#M&9i;v}{9<`&hDpaz}@Pbl11
ze|hz=o>i~&C!5gd42<ON3}H#m{PXTfGm6rg80BPflj-y<VYA-2c*(?oy^kxMiUjIi
z0F3BP&3SoNyZ+DG<6+^N9Ha*zFN4`|0sD9-{JwZc@KfYcBE|$do0MOm^g~z2L$_qT
zl^9RWp2H#`;sdPH{=(?f+-GFdu4hB@i3f$SP4VZQaA8z~W5I~<fDU^J0i}}b&tOsl
z<U7HatAqaDgMn>>;QNZ<qC5!#-_ZvnwJD=d2BU@S+Yt{HP^jWDu;bwl<8drd4CP5!
zz2HI?p^QzYH@s(`APb_5adBsSLU^NQYnRqug!ct$<l;p7;4Y>tt{|2JGIDtz^6&!L
zY=!rK$T+`|7pOc?J`pMP=M7q(WN;>MbJG);nS{50esjgO933NoEM(3G`t^@y?9-aG
zK0n;<kh#gN(_|{%6&6>B<7O3T?Va0zv(NU<q&PuH`NH;3+>6rq2F`0hH@!D3VqLuI
z-{RrddRjl_+6|SUAcid`AF!Sj16>z{&M$LaxTosPk$)ln!u5q{c3p5?aPgabf)*G-
zxQh<_&a@i&BEZfV>vDebEbWF62T1!UGG~tJNpSWZqH~6Uw$B|y*PnfJOeM)P*wRF;
zwnzhW14XRx2X63QE~|eR>}*VjIREB3C39sF=A>CG$=VCN5fhrHq^DBQ(MB_l?{S_y
z1!LIEPXQi0V2}Lv*c}OVJdUucLR3lLEP88Zw!p#+AtN#)-3gZ~E=82iIp2~`(*r7&
zA9O47nD|JZTlHt;Nml2#Gxk94n{6KLaEfo$;ODt=8@zWAtav&7gbL6<)$ed0@jE1I
zlQNkUBxm1PqPm28W_iYD3)&Us<aOp(Gr!e{T<g)@dwjGrN;I-EI(ON3dC7Yaj}rhl
zrp08S7r*^1Il1zs1lbeI(*es@mcjD$0D+6*xue^4HozAG4Q1YtX1v$r2hG6kmW4ai
zdWc@gcPm3J-&}nFC2V1yOi~t(sBDp`GU6<S%3GVysE0&X?ya!Cc2hai?1!HaMh>vv
zDi0%w9j7ggy560d+%VIPK3LOp`_q{X)FGZ|y5jSOw0HRq)9ueY(XG0ze!oZIkIw0-
z4w~YGW_rMl+g<TPxDh;No(eLDqyLsTg@N^v*ZsXE#9>C{0+_CoV#(J?UAa`HLjYoR
zo}Pb$t@y~KrstdGnI}#k6d$OB3$WEX@KYnW_@Fho&zCS#&{RkFqCF9t3Je>!9;iIF
zsUVa51D$E&RPKTWt7V8bc`^*o0251yqGN4y!SWhjiLL3Ib-^H|!49|gDl)B~^IMk?
zRmt3PW=_Z#WCMlWvamy#i=SrFr|#0H)|qRUvtlol6W024-7de1>bl_)@aMl7mPhlT
zSsTMQ{31hZhcW_3>BVCo@O4pJYsa>K?rdu>p>?@`>nK0T*qa#6UP3t`Vk?{&`-=lJ
z4u{2uN^G{B=q=Oo=8~4Btq>->&rf}cMQq4~ii+CCm+sVgNM&MbUCc@eW-P+oQ`;A%
z>!q>HqEkDTN*OG9`RUmzOERj7UKR-%vg`S#GYKPmD_@(X`i{>y7G>_G$>&&7Sj5W-
zq3wrkS(iRFAl-z<IQH0-swSh4xvR>PNZ^_YNlQ9ewe=O~%rUQxy|>G2ZgMbX^^X!$
zYtZ;SZ+KpiKWxg<mf!cjF`S!fh+=f)l4tS(mFl)&Rk+E6;PT?`Mn1Oxn4d?sX>a#b
zugCRZP#28BBf*WKp?-;1)H@s#=aX<<2Hq?O8MJ+1rxe0kCip4#qD;W(<g@8Kzq^uC
zPl?u830)+6m8Yp<RIeeKPYHcR@MSsf+>?I6hIiw_nmc|siYNE8tJ_#XHqLl;N6erg
z(`0+ybTq{p^+H6KK(*D_x+YVH%U0UAjs<ORamW)?bBRx%uE)}a!_?g~){+&bLK70g
znuvyeM3P`tS6lb2l`kvAZ$m6H|9XzF=SUA<jwW{JJ1HO)7R`s2Djhm|f8YWekM8#Q
ztHY03F}H}X7{L)gqqH~_W;D{FU}DO^GAGU54I8HCwJJ(0PM~ikNp1tAH?I1nT6#va
zxx3UVq>cj<rxU}zl|Y25N0*q}Qr5AGM^PJ~33$sRSDW)8CTM+tH8Z(tLep%s4*gO*
zmOi-`Ey9tF-Z?_q0==4FR~x_Tq!O|)<K0?2H7~KJ<=u(+*{>@6Mx}ws5ze`-1(6*g
z%*tT<dQl=|Vf$L3o*K5uN1(t?QUy2i(JQ##YXwpLCS=|;3TFQ?3}yU@6Xy2e1I+$)
z(-nR2W!{(v#OCu0Z!q*~h<$gbILGpet@#e`<Z?;4{iYwxW&l6*W`0hHy@Q?fxljwl
zvbGEg{nI%S&jEcf^ov(;*i{oQ4kwx>w}^=QBB*#>PLTcmgwWmkddhmp4}0^=c8JY)
zAnD?uy%N9J9|!BM!XyI%R^m}Gu}{cEJZJj=?Vt51RVOxwIxw+eZ0hfW&mTbIH<5w^
zK);^vya&J2Wx2D0v@usv!hJv8btm|K)&|B0EaF5s{kaa2F%Bi^9ynEQ4=H4ns2lRN
zrbc#RaN3<kP$FdXSJOCuU9l~Kwb8IGK}fxZ%AyZwO&TA#He~cWf5D`XX9E18p(n?(
z>N+7loet3s`RAfX=6htvJT(Q%WHQZUsVWtVF-K9u*0KHj^$leRW$(K4dhZIA!ss-a
zc@e^EpH}(1sQLZJ^^?mFztEytD3Z&olU<x$AHho7T8a+fq(*==2L~roR_87A0j$fb
z+6ijK<aEl-W(A+1=f%bIM^!9Z5xtv4aGS`}Y$Q(Smunco$lCFx((&*R8SO!Ha1DDT
zv6!M3OoeeUjmbN^LtT&tneJ$D;b!9U3bOgV%WK}Kj|mIZaoPz1rYX3i#=q&>xE9EF
zed@x#>Zd)$ADG0y#&ddp4E?x2VYkXrd|A$!etm5;FuM>-gpRubmI%RZl$T)1-5H=_
z%^|PT#u#2zNyuE}%a|!e){a~4cUu%T8xPR~{_KfrjCepC?FA_7iD*cI6#1!QY_M3G
zO~txbP;g;oqT>JqKg`86{a}jSCW}e04N;8O9WMU0Q~%_I4NI0g1CzDV)FDDYyhOt*
zSl!&|fO8Koy?!>Y%8K1@b!sjEjtg#sz~7b7SQ(<`J5Jo)lE0z_k|2Tr?l(4YDN7_N
z@-IZeE@;LWrM$r`2*wb7x|E4(xzxr?ma{y&4$yBi_<R}(Y?_LYcV%-~JQEqCV(2Rg
znt5&pG_3EV1G(@lR=?i;sQ)w#)jn$b)tl6n?`F5!=)14a`+Xg&Z)EKBFX7_4Js!34
zhMf<mWo}!G4Z_g;;2+TAZo~ao?A27p8QL;8n`<OAsfn^IUkYe2(b2TM*hzFSvHc%R
zE!r|}*qfl|bBg@TXI0PIe*&I@!ky6eQWKxZdL?hfM(Wewo8obg{LFQVa3a%{g^l>;
zK0-U9G@|rCgMmS&k8Y%{$<wy>O~1EQr3@mACEsYRDkK}?%f12M00)I2wo0Y_F6o_A
zyMukTOG&kxwh-jK&OIbPV8udHnLgf$_%JSy`kgDcQTzidc)A+4(0g9w4JNoomSD)Y
z#{SisbX)L~rdIIwuHRc=F7VDn>L`@0CNDGLoD?=0-9syWjUA%<h}nK{&1dPtD~8A1
znneCSo7z_A>Nu`KQ+a}r)3yA?DO5~sOtZ;iZBmuum@oY4$D_2glvSvSS@b6lg<i6^
zI|IYE;@Bm;M>w>E$x5i%33Uu@3?VD;yM#kXOF1R0bNz-V#nCpvJU@HNiagZ_#T!K3
zY49cFG1$RkSS<gDE0M}b1O<`|S)(}sB&%k4KvOepi*~<NsB+O!bSr`7gTQ^4aMIu`
z4JNth-;;x~fr2lDKv(b<&$XH+xWd;7hB*zoWg6h*Y3=_3tWMWJWgoRxyY>x3k17KC
z5L4iZ$<3$^-&XI3bhoa>ur8QHJQQccAOertpBL3Tc?sLcdY&e+^VRjx(X6+l-_>R`
z@$|Lwkqvw7UUW0Gna(#CZ~38W4=V@Y_iVHto$>o8rjxkMdMY5J;8RbsALel>)M7>*
zTVhz+aHHNW6#|d~(^y<7lF-bBSOkS6At8%O78>vdl<`bGzzvz(k~AreIzR972sazd
z(6~nlxl1mG(!|u2DHVoqTwC4i08}Ash8A`rOTg_#9GFIC%~Y@tHAuQ~<RQ!~1Q^Xr
zFpb_l>Mn3u_B6%v1=fr&SBWxW$XgdJxUIj8EIJj~U|Dyi<}%{|)ZCdeSR}soi|!6f
zJ8wJBxXADeR&B)Nv3v#fY{fIws<xFe;#`TdXaS*QB9)P0$x>lWIgtj$XZ1)Sp%b;^
zf}Cf;O7h;l)ou+v`fg~>-R63&u2uy@EGWrO*l2{FSYG*8!k|^A6~LEa!P%m<ZRe4k
zgbYIwzNVpUS;xVq+^qu2#Ixi>KSjGFpH(>^9q9{AGDy}jVFzVjklqFAESpSCeQhSR
zE744Da$<97JYITEr|L1w>|Xv<8&kCSQug!Y)MNZoy19*kk~;4&)#&mqm;A{`H$%G|
zPGF3|hg&;r;8*E}MCkl4Q5B1%cOkij-!8B;KQ2hzDG46IdJ;<&X7i1RTU#@{aUzqc
zwBIw|ODj<6m`yc+OAQs#Z*@#X!vEqfnSnhkGU0sy77ioe5ORXNxJFH~wdk+4i?He6
zjVa`cpEQ`+g>b6mCA4UV5E>^8kDZR1U)A*!R=^ZYgMD&HEQlQiB1mj4wC9sQi=`s}
zcQzO2!%~dK+w5d5t%A4YF<DEIyS1I!Q9d3MOgz?os3W)Z=AJjOt_$)s0|l|MPn`1}
zdQu0&h3tlen+PxqL%My+c8_NZu{`ds4>7EyNYO+ok~{6-CzB=SY&7)>oOQkz+I=W}
zSeCTR>0IN|snnY2W@s#A-Eb!S1%{-KQbYh2ajG2&T_sDYIbxYyF(4{9bUbtfbZvJo
zM|n-aXZ`*_oY|wg2Tx)d&7ZrG4pcF-^`hzvwx?~wY>$rm71vior^+3@D?d~0kUQVx
zImKO02sEEUR2c=DuX9gL*ScpKx0NZeqc2F9mYN=5+>-^(b=J&!>^~5~(T{0leCe-S
zZs%$tcaiO9i^^9SM0=DP&Y_AjXBo2Y9m*gcf}@7UJ06Ikar)*o9gK&Yq&Kx+a7{H9
z8P#bHWqbTJ<}T?Jdt1V=Y^{=Y8qO$^FL+0C7$wCL62%GHI64Z>K)8%57%d|1rz=~q
z1-o&3hTN><PsWa*j8#cJ1qEYPUN|Ij7#T>rK;$$zy`zu;90DKX?i33vU7i-pzROQ;
z{koEEw?`D`Plc2WZA{0{i*xX`)hYCOpUcS+{7!0rvR;0@P~*S33zdx>^~qk&VretD
zO$M^@u~E~J;ib1esGJnr@%i0B&?+jJ+u!a-L!CfxCWPgeVz5OZVnaKiTho1=uj_9e
zqo#W2F3*4!FEy4Oo?$}VRBs9?zk4~3;DbwmnoOmz*z_&+a|^4YzALCZ-=&Y5z)(zG
z<yF)Mk5Vn_X_%LXe6PYFy^51Y)&Qv@AprGNmrMpN6^Y3j@_IA1$NEdqm)?EY7%Swg
z_dOyJS5u~6T*ThyF?GS8llp4VjUH*WZD{~r1{-c)_E*X|+!Qz4WBbQ_-Q$OOE>3`I
zXBzd`vEMU~9}$o{IuVr5+X94ZX}F*99uBh>NA%A60w^-vPB|{FS}|eOzITaOnD7t}
zOhjugiDb)(=tGbS+-vY83t|W|&DFbGWL^c_-A?jt_*m-OaOH0h`8a_;V@>o`$r3{s
z7_33pK6Sh0>a$9O(u;*5e?xD<n6Wyj9A!HMxA;^bI~-Dg^%F0QN{~1}Cej_Fx`$<Z
zUb@hiZuaoQJn}s3h%qf)JQH4&30l#+-JK9NZR}(L%8Wz_3yhl^@kTgEi!1szY0G$;
z8~1tHU@@)X>hzJ;R$9Y)>B!NNt|YxUy?L^XsyFdhQPz~Q4G_XahW(jMtjwp$<;r6l
z&~b1$)CV`ir1@{chZOerFXOsKRRb)0m@3|Wlk+kM7A^SA)gB=yZEo#VB~D})vngyx
z)P62r#R^|B3=(1S*J8$3Na&7K@|Ydq#ugLfW~8Nukt>ynQ+DJG0Y!|=?ky{T<gcSl
zve9szt@p4&J{<?DzbLq#zGoq)tBQrYh@f=s*6?qfx*}ceEpV~TPvqjyOI`QQa;z=Z
zGzx(>8YXvdD8Y3T;tu_W6vdR!B{G$iXaKo9Y&1MU3_sAksVL6t0?~b81ySXAjlL1D
zKnVzvBdEWmb!l{haCiL99&m+l{v6ystc$_R!EG5$UL6|prTz}_h;B1836~P<SE;!c
zzpi2NiEBDrP!rb}Hd9p3{TH*n2KNari2(`qT&-rFKpA5)0>N1RILXHV8Ef>>^j^Y2
z(q{qkpU_O*gf%9C{9sG?^>EHJYiD4L>=L+&B!*sBn#f}(9QU&wH;a3Vn+wSNPdK!n
zmY#7QayoS*eV&l573xy$+TJ|?TptbDfBkaefuQh>o@3AMxn3}UrQvsFyLoP0eCJ9m
z;qG!vF^W8S%c3D2AxaUdDrg6YtBiJ+dYkxGIw{IK;X~jDiwouCVa?rc2+gvS)D7vl
z>FBk`G(I}Ip>=tA=BEVG!z2|db8pxx1<%(06Lv(5M<T1Dk!tMdM~jr`(Y5S!UL~+!
z5+cVq-O})Q(FGi~3W6;aRP2p3<(Apz{Ubu9IGFECz|bXrI&J7p4S`TcK_o7lqQp0(
zEE?D)ggsJg#%(lmSjoUT(v#Fp70OG4!AwnVJQg8x;tI8(1$6cc-lC4M(@5%Q`xSiv
zV$e|R)z5b~sLjtC;~CNP`FjYS{qRVddeK?lIaKU>a^~1vCtvFAqBWpJ4&>c8Bvt!;
zFh4cNPCRV1kCDvx`Q9%qHgmg9s$h4tR6J7M`maURGd)oa#lsGKkM?nCuiD5frr?h|
zl#`bp{Iu?S+T#-IH!>Lh1l=)W8WinxFl0Uj)rPCA$b+LS7L8f2&cK>gYO=u4KqhkE
z$T9}Vx6l|>Vu8j9HGu$cfEAwlsuAqwfZ@w40|g(9B9OJS_svhc&|hc>I{8hezRL&8
z_lh{e;`8FWSSf?%_OlFqwdIiE6yey4*d><hZTIitRG|7T+c3}X%Z`u4b^J`_*PI!?
zuVP{4<gnntdZ$$Y%JgkG2%qRP64PP|Ez@OfkxdbmCgMg_F24k-(dXHux5;lQjNp4n
zs#tQIyAvd*rXMVnd8pMuqsrW{tzung;L-CPNF*!9gwy6sOf(<g+i&^ixcJjq6XwJ1
zY5YRILtlr3FQ)i`G0Tj<P3&4)-tH##CS+bHyf;Y;a+#u$L^V3yT*jdaYxvAcLSS)g
zV2K);iQ9(2*!h@uG132*5`nQx8qeZJK=hz|?7<a>1mBO3zf5ljq-a~?L%({Df^X0S
zw3!1?5@2HiO^jGD35a><J}w%ZosZAMblJ<JONq>4oAcmM_n)P+2QMXV>tEcTRn~+O
z_0DEV$)U^Me@y5&r(5$rnydVH9xG4K=JvUJoC^J>;qVTeXepD)V78`L(e4b3#awGa
z&FhV9b%ImK`ay1bb;Z(SAd((&Q(e`=ZFG(g{<@TX{+FrQ_D8-4GgmG_1x_jqqQszG
zR;6NL@)>Bz@|BD-xjut}+LqOF-r_P_s%h!e-Uw-L`MU*wLV7vH`uRc0kC}Y_jY@+E
zZB+g)@6Euv-U!Kh!z;8xz*UCUPzZEwTwlMZx2HeOxX>-}JuW7sr^n7p|C*Z7<gks}
z$?=ZTC(Eb(xY~ro5Wm){R>LW~+4{7uyc+-RsTN*~g5cc~tOjc_zy9#1ECTK_rtFGY
z_sZx)NDyd=uiT})Vhi5=nhUrvUDItFwnVOyz6~j>3M7k3<67=z2ESQmza<;UY(1!x
zi>CLO$%?DVV8olLxCP(^v!!{dILR5!T?A3)$o*)-BhisyN)|+kX<xuv7Bcr!Xareg
zR)>h;@QdQ6c4Q&JH~M~HNr<XtGL|Z0$ou^ISSrcucP}kGy}-kIt0<j#c}~IK7SKqz
zl76u_QN+{gcXP(8SEX|`gq`UEnezBh%TUF+hIxpDrH<{GD>^mWF|4%9vCFsT|M42$
zQ)*X%q<eG2MQPX|p|-SD#YN+DW2>=XdEcStX}X@f+3i>Q05k8~Ma?nS2s8uh6v6K&
zaYXRw0!p7y{E;F*!?#bb#~@<?0!^j`W+{bQLtx%LZkF<n+??pt?Sa|iC9l8yaDoJm
zapHXaxpw~ZNu8hjb{v<mP4@b98&8VU7GaU6@J;dR9XtUvn}@=!Xg?fRFOprwT`iAh
zr>c8@>x5{%lvLjlqEzK@ZtU=9Pa^9+VUvM_`a9WQ6{k*{@I%E_6Yc7<>g{#)8TFc$
zfnA>7Wv60cz|?Jz&jSYgg-D-AC+r%}>j}d+yY4<xcV;z8?6yG}D#QS+5PvD%=k~pa
z@jY3>#eA--YB}&*71dD5lqpob#-Rfk8zP7$rM%xU(ZJFD*+tv)<qb}wTBY*w90EiL
zs&xmL2rM4>iL-=^H`oxuFj$M7ZaH+B#vlaqAi78mn0Y)xZy$7Igk%KGk2Y!+WOv*}
zz$A6HJ838kio>o*Dw@f=uaLFs8$y*id&X9CS>J1MoA?;Hbo_!l*^P{!cuBrTK0$tZ
z3D>EcjO&rUtzR5T8pmPY3Lu)`^(&(O%3^19Wd9ZCiW@~s8w;M6)?>$<gdC_DAX^ti
z%vehpc&m;fyM>=QD`=F=w@|XtpahSFS15$aX5mpOb*Q8?EZ5#=eRw6KM}S#dRknJ=
z@@AIqJ^lN-nAm`DE6Jp8bEY_tZfqEuFg;S5i^%3&)otb_y1MwYl=+mgPfOqUP$`cf
z;bJ{JeD+m5_kTT2(&Jpm?oO!-s%cX~u19kb(2dL^V?aq$2TKj%+=H+94g_qh7of6z
zP|5uWYhdz~1zZNMCj=j(be>4H@S?P|B1?|7s3`b@RjW3(3IYtoX-dNtH~C;=jCTHG
zE4|LSLAAi80DNQ*fqKx;dfXh<%-!RW{{l8lZX7z(N0~!G>O$>JH&O`uNen1nB52|T
zBMHyDFmvg_(FkJ;Kmrt>G6R9j@h3V>_#CL&w}B3)Q#f6U42{l)YQ}cY|Bt<|0IFlz
z+Qr?S;7)L7Z!EYw1PGAe7ThgJ(BSS)@BqPGgC@8`f_rfHz}rMlIOjk2zWcwr@2`6G
zZWXiXnOQBfdUa1ve@kYk>pQ$uh}EI4pImuz2%1=Ho!RYBuj_P)G4tJM26>H*PVLKu
zKi5Tob%8D2>*v#Pw(SY=^|@3C`!?6Rbk~Mb+*Vl5pRcvIaQmq+?=gKLmTjs!M1g2N
z9@$wWQl&V{AvIYqlq2G$zfY!$A`hhSBiJ5-Rb?@amz)M7c=(Le_5|zUZqz-F(y1<x
z^wgBT8X?-UO->_tZ}h12@tPkkY8no6&c~IE6x&AJxT=1FH|gH0@6i;x^a6f}xqh`)
zT8ch??C3#X<MkPu85u(hX1BvtkgNBzywmugj<FyBsCjZNXw|_d$Jgpxt2H_ww=hrd
zq(4r=5WRU_!iVA|yF8#Uqe3a}uLODWO`@(AiQ&_@G{QM%nZFOb@p5<h*o>PMYilyU
zP{v#451%0V;31f^3ggDdNMkwT5Uof$KFEmAS}<l(9~?BG_enwF$ogTu!by%fN{y|g
zBXz?UXR|rc<cm?zHAt;SYdd<K^PH>->81(dgBlB^@Su0Vw*WGvlHlig0wp*{&?AA6
zjw~b%K9!U#My_GCODvxI(iV>d?5HLyPFdWGj?n}NQpPxwD!99ev94=zc%)uwJ@S9c
z63o9%p^7(BCTs_5Ses@vVscb!X-S2sv&;|XH8>ReK`Z)Qwrf)xJups+<*{5*CK?nr
zPcNGq*K_Lgt6a6fDe_#rn1vM<AQmC&p+sZGq?AY|1BV`*`XY`w9ujM~Pngtc$7&gr
zh^2;YKH76-o$Wd&^LCgU9h+4iQ4+EiJhTK_kqFTwD^@17V&eJ+kq?^L9&{U=u{765
z8SgHe_zqW#E0Tr?YXdgqzf66~v22{0YHd?z19i~IcH@<@x(TvQYppqjqn*?G@bi7l
zkC<!Wdtm$q;N7gO$+oGyeM(6A8$MS&R^UThYq9giFx38lO4*ldC2EwYGR01*FHy82
zyI>s7O249WKei1(__kHYFUG<`-9hx6%pS_238RCrogNjLSHs=R<;Ygz>d4eZQa-o@
zd*Am=f$(ytZlhN_DfP)yJ%-T!l#x>b4jgeF)JaOdwwToefjnr-H^!EjH3b>0ExkLq
zXGN%ZU;JwQh7$WeJ=tFS1~sU+zJ^lL|3QlZhOVIEGo_Gk7lJJizATs6{NnxWoS~sU
z1X~&uLqY(8?mQHg8aP$q3t~YH<Ro1vJ5hSF#@$T_j{~!y9!K+bG>CU-9Kws65M)<w
zPp`_<b!IEpTwT6av!6vQbn%p*Da=9?e{M8d9!p~kWE#OW@Pc%k#&*Z2afE=6z>rtP
zCFr=w+LqQx(?pXKAl+eCB5Svt0y))vt!^tF_&h!{$H(}c0)p%mro7^_rWUV{4q{Xa
zlPRKOR@|S_%#m5Z4SmDQ#e2)d@CB=+c4DR(KRClThDG4pKB}})(-v3~6V=au4QAdn
zo^pLd^*){9OoUj*@>BTyd5A&z3S!MvgzS)c$=zm00K9~}{9KE}?2D`3tM;r{aQMz$
z>0j);I)QcD&Y}wKe0k|UzyhIjaY!Ma%uSgDwoqk773m;xa#RFSBu?e_q7J`fvJkbY
zfDk?Xt^rnB0<<S^Ay~24RnFCz;+Q&u<X6wInqRmVAC~ePy6EAUI~7=NaVoT{0;8IJ
zvvuAU=3PGj(%a-+$Knx+k5I#noG+fyA7x=sYnm})&2AyHDlFi|@<nC&@o5}P&s8^c
z{$(EQ*4k;Xn^BtcYwOouLb~tmy(+?C=sNRQ3V94Ur)8Zg$;2`qDStGE1NW-QIHIA=
zk&Pa_$(zes!I#)NqkQ&=S*hqTajxrVF;nFTAqO%X^o4G3a+U-11f(L%M0EPdXy1aM
zf9I}q=_Bc!#(J~Jb5Y{9_z*fOVmrJ5l>%>YVPxXmK3_`kd0(>6i$Z8RC%S<+TNZAW
zu#HdQiC3i*>HIRseIY%Au(DB!JN?P*U+xfN*uHTOwS^Ttfe=L}8&zlmw}ExTeeNcL
zBIqwGetQ=V^j?JWx!`Trsq)&Yxor<j*LENBSxCR|oD|$5CBQrAufp%jIud)2J9x2t
zzL2(dXv_EN)m5GCIrg>pB{e0=i}GFd?VhQ#AqK_>P?%_k@T%42{EVB$khyUMQklHH
zeOh>4;;N2bb*#eCF=-6~rZ-pk2BkskvC3iC<DA8%{!v0^iX%+P*}P#mA=q`#BhF70
zW|_ihzn0#hI8ITGxS)wkthY0g0MN)ztnSK10wDsB{8jcJ;b{wau82Fm+KG{S-UZ~r
z&zqF-!yYSSPidQ1EXcYhxH@OakQ@FGG~#J_ReKUEO0&tx6C%*bnEeFOAVeb<%NF4=
zVnbhl%D`fDu5^c8(nN4aPC3cEKBSSTEBfL7nl1FDDCrxr_NRb(MN*B<ps(~tFX5of
zZU8;Wx0~;SZ%SYvTW5StVTzC@)B9998|6`S9&tyN+vKXJe%CoN6sj%bVMTR}=>s^?
zN#uZfMVYMmW=I!7PNG_skv~mqpjhub>su_Cb(Kn2KiV0qF{69DYX~+>ATdJJCQE^4
z6qg7fuf*Mo9)Mw$hy27XHP6KSv23|wI1f-4|9~>yz;qV#5`2q{DvG2b$PF7azUqk9
zYMJ2>a5SZJE*fne=#ly5vo`Ujf5VM3KFI<lGLaI=sfr$JF;)vjvBUPdpm8#3@woef
z7q+6lt0TsZNI#r*e32^;JT>cE=5kD$v><*Po*FdrrZ1bHQ*gn^kQT5>ols*}r-`1w
z_(T}ncCdosS!TgGM_U}-B3C_TeYD}nox5RJVRj>%CC($F)-#3ZIO;Y-*P=vCwV|AQ
zLSB`a+v6Wfb|9O?m)gS@lwk;f_cg<Z7L^?&myi5p`l1Lb)Fu84*|2P5Y;;v0+B{h;
zE!?_bo7-E%J1lz0Bk*>%H>Bu(s|>mw9SQK7_1fK~YBcRnkksEn&9evk&-J|JVf2G>
z3D^4=M97Rzsf;(%^H!P>5*!lfpw+}d?54tO&Ryv@4?e_8fukleTT&a)Iln%T0&6iO
zZZrcI&*ptxdCt`IZOK~8U_<`J&8FcFk#|)b@uaH{Q?u*qy@g8{Fa-M^Gy;Yz@y?@G
zB9F3>vhJoKSxkYHw?sK5!}1%rBOw=#SC*#qjRR#9brV%2yWB;vSy=(fV?aoi&X$kL
z?`E1!ndf`<xXWA6%()Un+iH>Rl0K2q!Yi?S22&)*r1q_sy3Ikq_|Rhu4>LmFXxM_-
z3s`zBXqZPefFz5%98sSLMO+O7$@a*^T#lMOgcaS2oxuXlv{&4lF*7nsAfl7Z7Dqy*
z>_8zl`$AgSNykMCIx@>_Xr}FL45BmF4w7G*S<qHL2Pdx}zLpJfBTEbye+}zdZGyp=
zCU6NFdV>{F;X2U{txKXe75lCNa-XP9C(et=OqUh=b}%mCom*{%265A_BmNmx?I4X7
z6Cq;9hUi64@*v7g_dLZa+fhR2OC_?n5VU=?TDg7^T7<%8lN9hT0+9%0aYBzis}Lhi
zz3K=Tlb2jgPSa+3gtGQha`h%EatqJzNH+!23@z0<(9%ni{_t59MmT4i6QeWQCq>wx
zR4oZ2QS&7{vl#d@f=mWqDpW>`b{g+#dy;YZg?f%<W4eq6X_GN)_KAKWCx~nQja3x8
zg(LA>vn)*)xeD>4W{1}&<}*Sws7KF_tg)TCc)I#NiLM!ZN_<(mmFO076--@psoJP)
zf~_RwW38#dfq27(&=RTKfdISwUV7~fz{U`&ihtVH1}UtRP>s*ibTl&=cIzche<B-v
zJFLPge@lBL0;w1&71f+UfWV#@0qJgl=v({?TUAsu#vBt;*5+KuGG~Y<^B>?w)NT1I
zK4@{Vb#rQ3+a~3*O$7=LX*t)ouz1;HXe~0vJkga2fsopZTAsUj#(`ab5P}w@386#g
ze{lA8308Z;W)mzKu@D@CaUGAu)YiD+MaRcpR5Ax#6jB=Bi2B>usO5&#5%DFQsqJ<y
z7_L^^4=+^Lcy_1PuBr_hwmBsOmjh7(mO>3mA;V#{Q&KHm+(Wh>FH=_6admSe64`uZ
zo!U9TnHonryeMO|9M8g0XCfpah^w!#=PP})5>3xIO|3hvV2fl=W!$uV)b4MSOklMY
z@lxBVhg$s!VATN&_F9N12z8l=7Jc9J5Y@IBL2Pqxq<txs(eeUU0@k1H#?nQK!(Gu-
z#zk?Mgn0cZP{v1yHo_xB=i@@pLWjwb)Bzb98ufhlHgriQPOOi1B*G#>?NWj!g7&P`
zD>!U0hQM%yR4}I<qXI+u<qrL|r4<MYMF@-&OOR&+3|BDRLq+;G5aNn}?jWjCWRd`9
zW~qs#0z^?93UR*7JV|`EUUYwG1mxGuOzEa8!*mAEU)Kxr3dU$DpWJ;a>Y}K%i^~4C
z-5*LcptYEGx9%G*ebEGgFc<zwD_^*H`|h|_mn>CLB~i4vYowu`JwGTT#3jVMXz5+l
zde8RaaazDftMjNNd-oQ9cvXdTWtkTBMAb3ADJ_+8zA>#;0cDyO5=Hv}zA(blV;mx(
zv0w>x!X%uM$1e**Cb2s<NaG}Ea0lNvY(F!1&){r5(BXR*Icp){I%#;=;N_-<4dhGW
zdl!8FXKv?Ealrr~bQr4SkID%4)lWfsF(!PtV7;B9TfHqoB~HxJh52&OknHLSAZmr<
zZ&gPB>_z1d<!;qyvSOMt|2yUGpN6OZT)F$+Da;>!h1uBuuPb+RvvdDRZTj94-CF<U
z58L$L%H99<3I9;;zPIT9=gQr`EW|<ldf-Hc^QX1_FXirgb=-eZxf|rY<UuQc+wXt3
z)|apcS@ZrZOu`<d^ZMKH{(;r{55xZZ+dsMmqyhfGuwR^w>E8DAM~lQ+K_?)`DZlLh
z|B;FQAGWT4QjiBx8#)?*{3FxK=^2nJsE}%aY>k;XnE<3pj(T<uZloYP|L?Z_E)F0I
zeUJ&i=)EU`Ul#nVEC7)GK06z?CJPG<=nq69VrQgx@7(%-L-)XXnd47l`@<CA-k_Ns
z2+~Ui06-=Hzda&+XDz536jjAEn53+Xtwqg1o(edBvO-SJ!4BlzSBsSil>g`PAPp)>
z+}h6ayM8{%tIzi`?)?bJgZwyvH~_lzw~F|GNY8!dU&_j)oZM_&Kg+ncj*!>01hIwr
zsXfTwFSDwizL6fYsI`Hk<-Jb?W_4>jbC9nD1JnCE7Do0us=_ila+;v(OdRcubW|Ly
z4b1IzUa~UT7#f3E_``tUryGVpDgTG1XvGlr*orS~fV|9Wb(Z3U?QQW2DYNN5U%(Rd
z(>V*%n^|h(5$=Y(YZ?03&@T%q!-(EK_wi$?jM{pFj`8X3%1!O@lR<uv?GG^DlJ{=G
zEB$Wergekc>xwV+Zu|Ihz}@rq<Z{;en&af=d}2Z1&SClWDkR;>am)U8Q>>7By5nr?
z26IA-f>!I{+U#zBA{SP7mZ`&Wu<$~L=b(M--N6Jt^Y-O|z~o)$ok5NVz^j4CokSj2
zYN&SaeC)Er^^I4C7f*y1x9kSL<G1*;Z+!CRwM<|67__)cjdq`1c3h8DA6*vmrNp<S
ztWOkj*G%LeCq(mk7HH=gnC;nU<(2IX?QtOy#osP-JEd%pTy>HfFpw%}Q0{Tou*-UI
zhaOjpM{$H<cU5VdV@Ztwa`l7^T1N|_dBl@xI0DSW$l(#4;ajgR`BHB`bx*p6%6aZ`
z%P*NPhlHjnsBo9`nJus$O!Jz=r>3lqxe_<nP7mRg5-19_5pP`Z8H6fq7;QP-DEWJI
zXlxH#t_0I<&2fYl==vGW1e>Pdh!Sq`6~y4p8?3YRz~g?MxqTDx?okaicz!vkYR|83
z7ThNn=Z~VvY=<}WHhD>w5}LKHqcTJi;-#cC8(cLNq~jIwCA4ispf`3zK9Er(l^W_o
z^Z7NNv70NgSxB#!e_?qgIhpnx<zj=U0?*+hOP6Z=g3pPb$y>Lp!NLoVI`s)9K_5a|
zJ;fu%87^`|14kL|a814Ga_aJThG}U$dR=eQ^r%SryvGd&(<$%(@Zm5YS)9jK^=qus
zCE^p5x1t+o8yrt#l|Q6@oUoW{>13e@NCN^wYizSOWec^O)0dYR>)SYX=h%?*$p+@?
zTw~2%9N=5Tz<mYWRp~16>q8YB_0qSnRi-K}1l3Rai-@w=KFXH(%(B^Q2Un6_AX0Ij
ziq@ADfHLL}6>^q{l~0Is4qPUr;KIxEx9@pD6VM~0fr6N3fJs5HgW0##YeStOjrrLk
zBzH*feUv{dlf<<BfoWN=>mvn7t&eIXG+h03Fik0NPffbBU5cWgnTH({Uq3CAC!VP5
zcYzO4il(jsmTF+pcd@9*R#zxCwHI=D^E_J?8p>RsQ1NT4I2tbuYcc@IUm8(h(ud10
z5a;Om2&=^@q%{EoNE+M?_H2(LO9CIm^&EgycEiTrOk19<!m0cCNE8jIqX-DMq#?q#
zM!x17uyYEb!5(}%<V>bZ?v{e;O<NgmFWn`#o-~crQ=0B~c)jYDQajMehmS6GDw#@d
z6jA&l<jFn&jc1}#B9n<%{q)whtKN#-5Gq@yf0guu`MKqUxp^u$xjAuO_p)Sfr!1#7
zy5IZiH{HW}hd3vleZ)+>s@kODU4isFq@T_h9v?uYf9)$!1taIE?d?U*iR{13LNJts
zPz{QKaO&(#RjP&{$5;+lp-q%}vywfisuVYbnVC(wVg)huLFy3)q!v3ZWGbwiuZ6&h
zlG>{t*Q<lYcyPG4HjD2Vz{}9bx$B`$2#g24r$2o)22awK9gs*QLz>6HQ6h=bvP({)
zGMHxF_29WXzkD8<cspA`ZWe$E6`Vm19V`NuH!}e2id+1uIt8}s@`{@zL;qt+J&L=y
zcVi%ZyUMC8YY3IRhg>!;xOp8LN;~@7S7dH%@8p*mfb6dry#(Th6n4>iGlzxMG!=5;
zh6|oe$<pD?A;>Er$v?t@v-QEEagEJXA@p;3HnZ7f5G;sXhFnV|Y5w*Y3;c<QcR*pv
zd#vIm6$yBr30G(jiW4>OxerV27{~K?bsn(=D#!dmoQipp8le5KF}yZ$F!3V+$zfJX
z*ZGpjt=aJs(d`KUH43-h2C1OPJgGW)gLpI#9V|Q#c{c}oQQayYSrQdr9Mu+7{Tr4S
zY!pDr;V3IKPRMrDl40*!42EgAH)b4!`?N~1a0^l!U;~s203xbQxOAw7e1IXjePpJJ
zX$UQ@XACsB6vB904TeOdZMZ!^dbn^po$CWQ<U9hvUq+y<+ZIV8h{vUX5aFVygm9hI
zm8W`EWN>;avB>x>xgOzVRF3NAz_VRap&mYNMw*X97^?Y_E_5>E9|;jo=wkQOyaRHi
zsd+79;n&|0yq<g~g$JbtNfwUbD7{6EI0SAYX7?!A?~xos*FH?7Rb199GNJrYKYupT
z(Gj5!K&bjiijX($fCvnS6JECFE(6LNUod1~znQl=<Av@D$6DpWaZZk#k%=o6h%0gQ
zuZyBgte~e$59vAV@_^FgWJytRFhHU>c=L}KY6(=Es_}4LpGaTDW>Q$kmS9e}M-C9Y
zj(^8zXE0?Ot=8PCiuQu-i@XL>yg~ImFQ?R?B`HLi0<}IQXTnlu6szW~5!a`d6hb)`
zDy0iLb|oZbc<l*yFuAhUcvoFZ)pPYA<F2MCcDrVYGano|p^%rFuZ_ExA8}@NKRQ!n
zHP0k`Mo|<Mj}h&lgJ4T0RLqpwL=A=)E=Eg-J!>TYPTp}zE5{GfCWFB)kI#|u0xVQk
zhoBr1$?ml#I^LbuF|~O+jrw!Z#emYI8N52|SDlVfS}R$Ri)r?&SrDlQtJ(|+Zp`{l
z0~621KxQ|RXIY<uKPvlUo2>U6WAZV<l)Atex92|3*feSmB%#ShkTUvuBP&Elucj9T
zJYLn@UwY)Bx(@9k|Jf9d#Ja80H8J$dr{Do>cLro3Q%6SIhH5^kDiY;U&uTv@U92~|
zDoQJ+T`jL*P-%HE;i~=FCv~UF*x1uQt`Q>>lyOX%<t|HKj9{6luc)n9ixdyB<ibcP
z+gw41s=VVpQqy_)L3w}4L96uBmI|gJFrgTl0t4tPy|A{b&#qJoRcX2%vP|jp42?m_
zHFlIy-MttF2D?X*;dRQ;Yy1JVigL!!ZfuVe^W&$x%~Q-78zC9QPiTB;%<@u-X*S4)
zi;$#Lk7;}`o<deWbqDY<<>ag~zZ@Yme(5O+$=*OVFacKo_^bN_LDwLyhD;ztXYPCS
z=H&H>Opi{xzFYc0g7R4($PU=D@q=fA$p!eDeoC!OO089-P+%&m;Eak=Htvfr-kr*Z
zB!NwO=LaSLi}{d!+q}X0yps_KM4ivR%EFUDqV1L$cMua%s?-N703^Gk5cB|&g?Q$L
zCj7k9ST7}M-v$-ZYhaLSIp{sge1R~exs85WAM#WW-&1-e$+wsaqO`I{pRPs)*~<2!
zda@E52gUOvni_g@bF|C?nuJV=d_}dSmvu0Mat!)>5iH0%NncX1w4RAC%lqnBPxY^i
z>TVngD+^RKnzNRM7RuSDRh(E|+H91eD#?ood8TNP(G-tmglstDqp~3p_6(-p`LH4$
z34<$aH)ey&FP0z#ym@?M&_$FD(P<dkUMN>jsSRPYJ+CJ+E=L<HVDV}ak2~X%II;ap
z$+s&w>{*AJ;~>)Z)Iu3EEMzQnxa@F9hpR<sC1wb>f??|li8r4f(ZIu}Y|7A0OOcxn
z^M?*>7bo}GBV9+e0I;Ri`AkBCVTO|0a2!mz%c&71LR=h7naZi5*`_nm(8kjtqB?e#
zJg{mTc=(1jIk#XH+xd9GcD&Oc^^2Mwx+34T?`jC2qyZ~Dx?h$E2P}y0J%Jn6m17OI
zR2m6GOSdHXY(!1+RtOUwpj-yM>aDwup3+b8JX0nuEVD{P+PM*K7;j1F5b6g1UDU8?
zZk;M5gtLghKa#iXoA?4pn^o6z5kKdOTbXwGxBgd?QIhc^Sg1mii={zIg5SWH2#)Jh
z!gyak;|H=Pmux-GoIa+SDw7DR*J{AJJd5^u2@f>_*Bf12DXAqz{CM_r<r^oH9Lyc&
zq%W4oKFE8>svoGGzGklt%)C`GBZeNbJSRmQ*KMC{J%M4<?GYv`P}_N&T{VbCw7<Cg
za^DGy4Kp-}1t%7S-tP1*I5Fc3*2Y~JFjZXZ-W*qYGhdGNfz9Zr#u{1MEyU7&!|{J|
zF|$n}Ny;5Ayr==KNoKMqeP>;z3F+5tDF}=Af)7RyC@bRL;cBWRY^kctLC6ri5V{zj
zRIWYhv=~5inrR}BC&P-0R{__=rH5z!DXGIh#-+9cKT;z;$H>M_UW};S8=q13ZMz`X
zXR;P)Fda_mDN*nNdx`oezwqa{PMw2xcTV0FFdF1ZU$IzF4nFQGZbCWxS5`d2fG-A1
zUpIR8cEv7b^N^ToOP7#@oXw62QdoUUw`9_Or%0FTC?eVjnFNNagsX1K09bzbxuU(o
zW3ajwV+fqKi^v5bGQ8%!pKHWSIYzMvk)(1JY9^Ub3rw5Cur+`TulF+O8YZ(}53E@G
zop&DQFz0Z7dT$L9WPTog38~5ntvyg9B+)<Km#%Il{JpDvG!fCOxkQzZY7TH%%;cFj
z^X4`hXe!ze@Xtsi2{%o0U2vlXF~Fz~Vi}SFq{a}s>LS&rq%iEfL|$`70fj|xC3tE#
z(c&<{8r&Lva*D;Fs&jhu;w5*W@LKf{WC&^TR|LuHI>m&E`z-Ae-=Z!FA%+TJE2L_O
zRfq-iN{>hNu!TzT)V0Jqu;#ZPlsEN&74MP0jplULA+31#rj$mxegwPF!-LsiW&VIx
zsRz+oQK}+=mj>)zJzBdslbV0OgvA%>$5XgDm9lWB+|5<hgOrV0!!MM^&otw)(!?N?
zDCd!Bjz)^tOb$O(zJUlli^uQ@L!;_JTMYL@T{hkFp8t&h5d%j5t3}5EB5Jv-pyTL9
zWU<@yNAlkFoPLhsc!Kc)Q*2Ri-LTi&_;hD9iM;~hWWohG1p$}<iE6AVt9keWiqOkg
zIPZi{<J?bT5`AP9ZM!|fCQL{(*9M6rbf3T&pk?#g#^^PT=sRH<%s_I@lbdTwxTX{t
z4uvj6jwQX4Xs7h7xL|9ge`e2W(aw-hE*nIGJ1cEU>00V5N~A4byI830<O|8lt%O!5
z>P+E1sH>36F|{4UK{;Olls1z<fD_t4#c<q##T(n)iSoi^A}S<S<LWXB*vEweqktzZ
z%kx1Mzw1{E>{xVhd$JZ~wp+AEhvE1pJDXiXKn5UjA~Qm!<bsykj7BGTNEfsMC95w;
z32dy{qm7<@$}0_klVQ?lx>~$+8@bZBg&Jlw^w@xKI$=s&O-1AiXS93dxETC+qTNIN
zCTz=KFbr!z*b@hdifOaVO`RGqyuQCuAck9|J`CJ9=-JyLX7Dh?VZ#!$Oz=qU%^m;%
zS(TKO-Hu^@6Rop2@+_cPXkA}4O)EKh$)_hFtrIEWOo%`e78hQr7=9#(+Byn=RH#WD
zY8a-bxm=q_Q2VF^+XekG5A8fW95RaUaZ+gH1r8WbHFrOEuHX|%0Q`QK9N4BPGgrI8
zN4YizK-(;eZ~ciCrF@$z+Kg_(sA1w;9)^CmUSZbcH`Tt1RALfX!X|X~<t*hPK-}Rs
z)U+&?Su{HeYt)a}9*a~6VTtFR4o;#^;~H{uF&7WWLDJ6*DmCTWVTChfM=(Y+z%a4e
zeau2B05gTZ@+fxk>%E$c%X}hsOIQL62R|uUjL$_OI@w)WLQ5F#i`TAWM}|S4X`1KV
z`WX=x)=Siqg*%m}Jopvz%NX-j!2zU9f@vsA3Ra_!^7DpF??Y^uL0WaMM_;rRp7$c+
z&sd%(ej7jx!BbD!uBx}-kRXss?4Ey`jZ#Aiz-YvO+bofgaLR()h!3ft#}h3`$)@|o
zkD_Wg>0rRZ=%eKxeaRv9$IUq+`8`C%v$#Y_P4P=Th~&4G-XDRBzy=#Efh@>9-8?^V
z4AV8yoWjleC8VVnSSg7_M6wVY>adD=F@cnxZfG^iZ)6VS(%&J#`-hq)ANfdO4@#Po
zeROsNt(8+h*F~W|b1NG}hhbk%s{!*kmm}I&elE|Ltp_G#Bj?>h?k8`>ooz6J8&;<!
zH4@eKE+%E`ZPN#SZvoaA#c*!gY2WGyCup_!ggzFUPuy72HKy5wRL^K;C)14#x6mmw
zGI8=&;woT>BDDvT0qdhi(79_*rR~f!PbGj?+UF!x05(Y`tCT5rx%Fl&T?qTA>1J+w
zrf7Qj=O1xu9Z5FdAuzvrlfTINB561dnDi}3O#y3huNrqYT@@7DmZ*1i1fA0B9pn_a
zkRjY;@|KM!3j{s{s}Bvx-|LI))dAi*o?~!nWy<lDmD9!`PojMkC}w?5H43pviI7Rm
z{f*}9Uh5AB^D92@zgRc9d<_6cdFhJOoc2T@ZQ%ypWc}Nx2(KrtSL=H>hhFkt7aAvc
zMC63C=pCIt#VDT|gN?w&7M*S{o8m>*4?3D!uc|RK-ctvB1}m7(k_){o(5aS90wC&d
zFegrHcDv85^xxU>vOkWN499wAf+O+iU7YJWoy$x-;{2}8&ZUmE2{lZyE^;jwyPn32
z83uNfcEodrh%X-aM|B$uvxEJX><1Y%p7YU*<mrVy?K8~=JfT;+EAM(5uNMTG_U3PD
zyk4EMI9L<w<ho}@lSDYLh&&?6Yg7?f=hI-B7AR1dJBqtoc}#grUcf(nRX@if%zia6
z_!JmMZ_*kJPJpSVKV0q!orYqb!TH7$)mHN@=j7xFC36Z~{wk*o#*3t{E?Wa5Z{4Bl
zYJ!RujgF`NvOQg_l5^9`98*`X+2qihY#wc?svNU7nzd6nCT9jGm<2ETk4eH|imoQP
zPBswPw?Twh9jmtYt+RS5T|Y6ek&#TMFPLUN#%f30C|_xApURjSQah&*tJ<>uPDaKY
z<xJ{2)ISFCJbfAZ#3-HIWr<IbY(6J7BgMq}T92&8=tpMO$`7XLGlPVeA32s9uQ}*L
z^aZJVPfw?7*Co7wDz&HEC(vkKCXJ^8j@BeC`;D~`?>${E%3BqzuN!FW50ps~=sZom
zB5WYkUwuJehO&`CZH})<coWf0qC86rrul3k7>61{j`Yigk0Xxv_R~lSsMAuK-q@vt
z`7Y8+5vFE_7z6!}rj!T~6I}Tk@whTAd)BB2m+Ie|yBhErnaT<0m{hb&#c~^Bhb#(S
zF;!OHrfe8Mp8E8^svX|Rsa@1iH5QC{?`a6`8yC2?g~m*s&yyLbE^yq;U|f_@pQO)w
zjdF_UVO5&x$WnUNM1-KRv*u2Km8wOQG3g8aZOvWsD`4WVF52hubB{2cnH<ZAK9v~-
z_gOA<DiGl}>(UNe>@Fg{!LgQn6J5vA^uUV#7!&7_GC7?mo;+Rr=MxZ;0^@-RumF^o
zxi&r)ZJUVNFl{l%j#OSaCl(hrCM`1tRUbdc+@Ti6tRHspfBn{YV(?`C-0-qT{aea{
zqcwA3dLs4d`i2)!)pDi(Mraf_CXMZhN7y^QCXc4;+a-)D>ljR@^Vau=TPf%bw=&el
zDV1Q0)=1$qJnPqF-@c%>a%6N>HmCE6&ny;pYiZPZfJqdtk|~X=L(H`&?i26Nx7P39
zeOp3Zh(JA``*MA5P49kXaBg|G;>))+mvMWO5UAsIJfOySvokVM+}U9>lk#;_UT4f>
z>13`46o<wtYUrSC3b&ul^Z4D%3zvPLRt)&(GU)|yv}<NlNP2-+jjspjDMqy4-W@>G
z-_grr@DYRRy!Cw5<jx52y1qIL_i8&{nR7<H3$;}HqTzT+gHUt0<4{-7`t6Aa9b(eo
zAxfZNcz?LdWM^Un0)Zg!?wp*QOdxN_EFhP`50W6SBfkh9B-yyRnE)VK5RAdj@*^84
zM!>zNlD{6@ASXK<92`vSph|!o-*1DQkub5{X9oEt0hPo3vwBcwAPd{CQ;-K?b|xT*
zijCtT)q{#3B=0MI(7L~zKB(kD9(DkL3FPwmzEKa7_gVh|J%|zPKOXr(DSv(3e|G*L
z+utW2RLsHs2ag^k9}wL0m74|dt8X6il<N=1aRFF<btxC;AFSmDa4>QI<Ugnsb}kUo
z1UkL%z`x}=7s%H%kd^CUo(BziP{)I--0WQ63;nY&J#6KD`#}fDUGxu80^wfYp9yr0
zi}go~K$#yf>Yla#`1CJ#9!T&*>H96>53c@If`1b|DD)u_sKq~p_5r~|`TJeMcX@bl
z`a3H-ko6Zw*@1tIkB6f8x7i-Bkn?w850Vca?7s5*o_#ndf4lSHx(DO_26WXFd#a)=
z3<|WX%nHJR{{UQB*|;Aft{`Vv_rThp!BtTFiSKCYPjL17H1iL^RaVxA5HQy-SG`)C
z+^oN*2To8xiTeWpLRRk&Htu_0=fGdLIRL=#;ti7A|4x#dor9Ev9pwD|#~65!m79h8
z*Hv!NsQ5V>J|F-9*nf3B5Xkn6-~sLT7J^#&Fb}BVe>we226oUe{WY8ZPCm%<S9&(C
zU-RjGeGdr#XOq7k_Wu8aCUS7G{c7HW<O72H4&VZ^GjV`A;C_04z;%v4h87nW*RQ_d
zx({H?^?R-ZWoPFEy_SCTA14d@_u7A+-cKGsM<)RIyE{R79<<;=;Sa8Iv;8q$-b>xX
zcHL(O9p6LY+$Zi2P9WgdBmAWs{^s;Am+s4dAcKE7{d*a|C%P}@!ClV#Y5B+d^Zw5L
z82Mh*?}2fD`he<BqV@-aA6)$l{R196DCI%&!9zR{J|OqMJV+l*NPlu-_*)A^QbSxw
zL;CxK#P;8ukl265Dfl%Z{R)lnx32vDG9mqP<)_8P`3Ix!UxnXahwR);pqJwJUv^eD
zP@0_sG&B4ZNRa$<l5+loUjPU2{_g#(%+2xZ9SQhe1^^Vh=SMcs>IVR#0tE_Y2mQOh
z{;QTBlg|CS8sty$M+1Ij`H}uj%JIE%KYo8u{J!@+NYM8x|4}Rd_3J+y_LB*JH1GSf
zu>YRPe<$zn{9pn|a(_whPX>T^_H#AL&Hl&WdLV-U(9-260RSXozb0r_koP+fI{=``
z^XF*b;^zFddSqqc;$~t24H9n9OXPPZ0BBMAYkditTkhNR#{~d8@K?{=_ck|x?bkpD
zaB=*q^~W=?vVtOH{Yd`!<pSJ`#t*LCH|l5VyEHuH6(<MRuln!nxEF};|3OQzpHKK-
zMC$(j&mta38)zc^DR@8b{SbujWqq&od+Ik42j{)~ar`dehlu=z>PLTY{?7I=$-?qr
z(EbC}Ey;ghjCfEatAC=S^_Nlm%e~@vO)HQF&p(V24~kOq=b#_O2|CsUGss;Fr;pcJ
z!IM*Dj&2!;0|%(hMx1cJh;Isvi)Hm<Y7xvFN!yL>=I__nOa%dwq=1i8MKSTOf)Wz=
z0#Cw~H_}A+;oo!4wJLAUGZ%bu2<bXrXg!?k(rfRMlDuH7lmWg=@Mv|ZJ(&A8blnxQ
zwtN|V`;~Vqe)rqjBWva-iy2m~o4vJDcU84#L=%leEVo!2F|+7130AJvF63)pkMjL9
z;6{0w%MU9%zU+G3#4-i1NDHT_s=sW>Z@xMc>)^k`q0yuWE#)nKkNZA;H*|c^<<VI}
zP>Z|xpvkMdzOEP&=j-#7?U22|3Axt&`IBooug#VP$IfccuUO}-7fGOi6xEZBv@g!B
zt<|q}A{DaFN=O&Hk{jM=03Cp83DP^0>X>BT;9Fz%L~tAS4`wnB&Lid)?v@&lOQAn8
z4#PBGUop(M>b%;j3E_@dINMp;PWQO-m=n9Mdu1nol_N^an@4*NeRz>UNGPU*NgUjl
zemKr_+|}__VCWj;kv+XA;%RwHeSMM$;_^#*NKG$~mdkU(7XwU-POvoJc9HPx1+Ngr
zpxvA6Up#-${caa2&n40>Oo;Wa33zrrag_k<#dyy2sIEaEqa6Xj_LPtAbIOVp3S&iI
ztZ%p_e_$LR2Cjz0nI{T8E-qVcw#Guq+0c58s8mUFK|^Ftz)Ti86^E#iTJbFambxoy
zLlWVvgHY|H^n&n&O#OPrxVior5qIM@kROI0CjydwC)IAHlQc&Wdt1j|qaFxREx_L#
z_>E8lI|1Y7BKEXG$GYa5o_t@=&dW$}+jA=vq&YAd*(>8#@pa8wgb>`W8(ZUA<Jpq%
z_d1pl2^kxQkP+HpQTw*2LlJ6;HXX!+6sUpCb#v#&kI);kRhbaZeI$@ff~l5$&P}0-
z9__Wu%lJTq3z0b72<Pik)sX_f8pt<JLZRg@0c5D42^~uw<7mTdA({Y;!rUgY=ne2n
z&1{Czdy*-k;ef^aSRBjnDx|9|hD$|~EcCpx2a5WmR9x#!DwN?G#<X7{!(IBYq^2hz
zGDfRyHW-|=Q{u8rt`PDWULvSdjAoRRrY-MOWAo{88O=pf>~X;Ra2RKBnDwXRDTWr(
zL488tG?P<l8du9;lbn3REEmNF1Ni}P0_04k(kF={*-I*z1Q<zSlJ<X@X3vI^yNH_Y
zpqmt#^)le+!?BAt4}lLs6GGdU?CTql+>#Jlee3(If;_F6ptjmJ9x7o`)b10HcKG-W
z0B(%aNppvqCKFXnRu-j2LlvMV{h?4F$FV35UxkR0y3ka-!G+NGC6=lIUsszPbMaKy
za9n8GYgNzg9cw~Sn`8}X0q8K71*p8`22oW$3S-XjrR8Bwe+5?cw>8}I!K<{ks_I<E
zZYzYUXiuezdaPQSAi~J~qmIxVEw!vs#$MA$KYKd%W-HtP%56R5eSTu!+-_FutmRM%
zBMtPin}6%O+l53&w#d3StXiD=YwI6mKj1%ZJBmdLMNVJItntmF9A6TDWkv|uBTIF8
z;E0We(Os@7`qcaBOOZjF=TdY-U*?Ofm-e>om2$_eOE|GSQrJUiho?mkp8!hGaQcpP
zKb!1R_XOE~>t0m#7k=8byDH9MW{c4WX5us}I%uMU)x9GRA5M@YY1>WR51%5!FVw}k
z`RZj$s!hXkMSf9)2~&Wv5`J74f<yTNQNNJ?V)l>{EN5-S=avlvqSg7&pR|>-@TrRS
z%fbo=i&iByf^8Kuyi6x`jr_R=a|^UaidG@CBG`Jb2{S$=W`2gtRk7lxD@;VU>u;!7
z2Vj#aP(E|e<DW^Mdp!~mM7sr<&R-o35kIX6xXUQw7ffLNVlv<xt|?V;4rVfCWW+e6
z_(d{4WUm#!=yt?@SRi#(&;NN6cSUeLlCP^`W+ly3<J(JwpqVu+7^UX9WLz--8-@TN
z)AcwLj|ewB+n_-pF`+B9tjUhRPhQb!n=WyGmA$r>lb#2ssx9taOG`Zp`kpbWSPIaU
z<%mjEa$|c#tJ2yiP+a~hcHOat>lw}akZ&v|&E!sz%|-S`TyU>=l#8z{w&y$--bZMe
zk5bi;%SrVZ)vQr6g`6iJyRoZ;d3+EVOg4EzQC1o!{A?lXSx8|f;O&%aElKDX!IT@p
z!kuk{*Q*m;K)T%I$|nJ;rWzZ@&O`HJq3&Yp`AL}CpD?Pinz-G08n=LEgA*^U#j1CQ
z@*h>Po=kpSe2eWKDl9N%(^LO!HzMV9-I!BEo3^TI<5RF%t+Vjs3%ro<y&@eVtMlgS
zisS{j9Kcpvv6MkoIacT^kbgmrkOo}<;)`JN)AgDqMIx-%4y8N1x<?vvfm1#6CY7f_
zA+MX{FJ@x67ZT^*^Ry2as@&G98}~^wt(dtq*qx2<u#+_+U5`z1Pnkdw50O<*tow1>
z2bgWWVB>ZdXtyjDAc2yiFSn$~hi+vv*F9k>N7^f|Et2)_!X*)%nr!^G_o=vV##Xj?
z%#dkRQ43WWK}RbmqKMGk0RnZU2d65Y))mj*(thXh_VvP{HD9-2CFR>(^T&^BIb=xk
zNHy>{o<%Y3Ai`Tbm7dI;2y=X+HxzDubY-*dsrNDyqX?q;InhojH18>v56Y*VJ`IZJ
z=;20SY>jHh8!~w7U$@rJOa(I0iuiMdv^U<Zd<w=GR|Q#7Zw-?SjD}n2A%zKL-F_yq
zs+Bm-Rt*jT8l{!nAIpYdAPXQ}?Yo%}=|j9NReW14@;TKN<5=A1@`;e7<9f+JD33GM
zD5(+&(=JLBJZ-Tyf}{JiwoYOkzk!1S+c2KFBD!7Z6@%vIlF8c<G8ThsTg&+}^%<kV
zY?d=%{42*?wwlN>7eThZdeL5>^dc6gf|jCWIFQD%4S!U)1R^m7$xE7z*VkGsNd?$-
z($n!C;`G>u&=%#K<oXofIOuB&7j^_5&^~PLYU@xdqqXH|u5WIcIpjWU?ub2L<?nWQ
zL0^3jHh2CzaqoUEw*Dsq-+hmg1==6_FADPiH1gf|eXILjrTfTtpvCu(wIQnxD=8>U
z>aUZ39{KLOYP$0M_S3%*`Ht(SR{y^q`HqwQ-w^qZ>reXp4_NfeuHm1oZP__M_8i~8
zdH?&7@3b&{Ns+{6LUk-6Jsnw@f_KMXx=4)%z)cj^%M!irB|H+`ZkBe$#BbEL7^%%m
z&E-g#`&f*cXm;Ivy)-W?5Kdr7<*W-yl7zCkCo7Xv)U78>Oz{~vFOj$8i4XkT8V?GP
zB#7-xJzGL`RJqnxXc-jE`?#cFzGoDk<Z3?nb=^wQQcMg^&l7ppW3->{NG5dDSc>ex
zDWnlJ3do*Zj&0G@qvgRX$l(QUU4NqFSM5KT&Wax>_oXYEa1;3Gzk!Lv|7=b#ou__J
zu}?hDyk*}h-=1siwne7xI?1wK|FzCVAzLJy(ZaI30%y7ctmydjY3&*@y*aY`EW^HQ
zY?raFFB=i34CPq5UL9She!ksz-83=KE7ZFjA5s|g4`}gSQ>IRj4WcnxmP&GYki0U_
zo8ga8V$^9iugpV@Ikwu{%$I20Je@EHbM4gk{ku`h{iiM1|I;vWppBpZpgI3Rb3l8r
z|3Py=JHvm$BY&eP55Ss-M88p#2L%7mp*h^YAl>g9AHO$G|9xoA_i5(-z56e0o^t<M
ze*6c``3dYi*c^X=INWdAv;POp`45`&T^r&7tn&Xpn#27I(EZDV^zTD+zE3j$>V))b
zU-&<0&OgAVejq*%5ejyW|DZYlpP@M*Xzszb!S7YXzY)y=p>Y2)n#27k6Y_tG=73(a
z4@{~hgK`p{+iUe82kc+c59YE{l;BS9&r_9JC}`27OPVol$p_|zmte}|tVae%-(2ZS
zNss$PTX?@Mmr}AP)_;xL);KA+Q*7I=nK^~Q{eH2L8FMqhip}+MecUM{A!f1Jwo7Y)
zEIARw9sl}ce$X!06CLU&sd6vU+wUx3=bnALu@EQ8m>cz)o2h`*(zz=l2_uR<WjAd^
zOO;~%f{bOkH&{x|tbMt+Qyb(#t!Q41cuF6g6|uc>64SVtD#VaRPn}TpI<4s{YxG4+
zw#Wc&WU1ERdQ42En`}Xk1>_yw0YHUzn8>$0NEndObm7SAiNBuFcs{o6xg&pVyO}T-
z5rR_o>XbAEP)v<-<;NxwMVcl3cw6JeIf-@NN=B@f_tjkI0!!w*wN62=O=Vi@_2Gfi
z^q}306Yi-wrxtgKh&%DS+mUY@tu?&+FFQ3TO0|U@dOlJaSk{y`rl!t&EgkL=M38tI
zo!4W``m%RGjtH{BwOdl!-N_)Fz}W9a4^cm3uzfzO{)Js&(47#PD<v`;vis`xN>k(*
z>scqi=94ERx5EbrPX&0VdA}}Tv51=ZgeBtboUCsJt7en(fUOiO@HLH1IB+tkcUW8k
zuxb@qsGw$9YWLBloPq1pR9Z`=Ih;qbLZ7+=n<SDwn|9V%9?3<bN439b$Bc6c7dv8{
z#~pO5K^ZzAB&u?8aBq6A+HM)?e?_>GT<4K8;({7mmsqIKjy)Z_s2>^K1|zL?l9Z*U
zfV*TC|5i#A12L3St3Q`AS@dyU1@1TtE(r?`WZ{`=pQeC%AB`EuxNLU&IzUcK3aP5f
z-huBf1Ltk5C~TO9w+TrELuTw#pP<*1SO#I=j)JnTDL;WfgRzMsv0;6(pIc#5rQjhM
zZ{kHYz_Y9H`7!wAC5)|TRE_KF=CL$SW@svFiy(jBTMu$*Y|=&v%U&a0OV)n<98*52
z_ch`y`0Pp1rysmjnnk5fwi%J(*s#tQTFTMp8+oQJ((J-~>tKnwMK3jEs@k#{J!2rh
zIxuvvOKw=Pj@c?AarSo}REgm4K7WE80v!Wy%NP&i*ucZB9LroaV82*+<$l+Q7uQai
zY#L6YIE$37R>n99E1!IOm~#-#E^w(vJrvTf2D=*^$9Jrl7-R)8vu!9fM@%~GqeU=0
zq|b<L&IbWTF~adFSP2vvB|OVJHADmKbzV_EqGpIN+SHRI)w0rE7}esz`Qe$ZRBEDn
z%RVXWdigrYKB*J4QA$GL6ZZmAe&Vl@s#|?8R7YP)n3n;FqpB<#EgEHOr^`6=X~x#1
zGxlJ_^omZJrMN{dGZmael=B<gH^;)FWa9^n!Y(h3Q(tVY2MvUZacQUK4DbaRp{`{M
zEHFyP?C<cgq43qqq9H#w3Z7yN=t;jln*dAiM6bo%pK~A#yw#o&NL6bts_+;UkmfBp
z%T}(5Fd#I#Qv}4n@($b`=OtRtSX;NMjU>PmqeI?q7dEE#671HBZF&7DoM+|rs93^;
z55arj4HHzH=;Le~%|ZQCqG3A55b6w-S_BCo>sE^mQm$28{99)2Pq9pmT{k?b%zl(*
z?VURmY~v-dkcLPy;e3>7V3TQId>E449XIT-iqtYtotWv2HekAy5J;WLM$=`o+KkoC
zrp9a=cqqRjM?{xyHOP(PBUE|5wTTt@iY$?FvM49mIA_0~n<%R+Ex^|ApgnM{1Y|-4
zL1#}JY?IC;U(7l;HdNDos{+N2xe`5kO${tjcy;pCI-`?VYRP$iV|D9FnJ@UYEMd3X
zY`|%LB4#gA-YWh^WZ|$kt!!@H7SlRybC5pmZpr&D+CYc_9QA><G;DW95(IB9KtO$c
zlQyzC-FYLc5^@+r;1q6nR@22+1-*8NGHz-6CL-*N?i(s1wgIA!VU8!oHppRvkF8>!
zFX3%@n<I)8B2MX^_*aeq5V6#|ZrJuYMR41PFV2vt)9dlf0&<{2?R&rFgPZN{i-RNi
ze-3NGjnf227B2zQoa7kY^E+{}ozRhMeItV_I|#H*{v09(L%yLkp1V>2nVgVSm21v=
zH9EqpuG{G7wWr?UB3N0)5%$3u--MR=jHfZQme#SGpg(4BYAlTHv!MS--GW5Mt?~J`
zN;6&FuI1V8vhj=#15@rPl;);`e1l$f)7nA8%b3z;^N?)sQ|`|=&@f6A$RrFA(x1f|
z2`u}f29utD6V8M7&1GCr)_!7b2RFQI6*%FKg@rN4Iw|ZTnJmSME?Y6L7gCSMG}Pl+
zO2UPzw_4aG?!s-Z8Lhs%rt!X*Q3`0L9ilYowCrjpl88{u`ea^PYTKCTIdi1wT(m$i
z(0>q`i#^<>dTgQ}D?wW~vx~+ykW@_6#DKKCf(Y5_Gd$lEtW0Cp>mWMInA(jbh!qqx
zXW!9+FV8mW5RPI(#>ZMtCsK=Wz8WZaxo-nZl<l;fPno|u<^di_aPfB6V{^;TF}DmZ
z1W<qi-84%Hy6F<y-hmI#LoIG-o>g|;yy6LdZ_cqEc{Ou<oVL)P_f9YCWoFnHQ<u+L
zU%D+>u!7xfH@GxoM=eQLHqRj;7~7gSt6H^nLX5=b=^@A|K5p=2KCXH3?NRs(wJPi0
zu){JG^`{+`hU2G2`n1d~DSN6D*(by`OSDhL-UiorggY<4V(v2Jd3qG3htn6Qk=j0u
zhKMT3NSA>$7o@D$L{SbPdKOWZKwC(+y^|C4!o)V^F)J<EB_b@}+B;8e{KxP7=sq=5
z5{<j1PvWjTJ3@7n=v0({g*gYz#>sUSMV6RzgDS9(g?N`Z)lsmSY#Lq5$~I}o`HjJe
zXu?n;1JdBB9&#{D=!{>YuSuP6m6%l{3$dAuYmBTrW!el%%MNsIi*yZPa}}GTlVHUd
z_VL)3aQW&-MwbL~1EQ9AE#f48TaktLM&Z#iOP-AEv2KjDsf`eObMb_62>J{K4UGI(
zC)@;56$jL@%CkJ3wIL}+UgdRsps3d72qn|~E*-CG>M&3<Hsu&l@U}ZbVp41mkEBbv
z3e4U4@dy^TmOGr4RpZ`NR#zb-L<oA;+I$2cRgr4p5Y{s|$G%=&Bs!|gc{h3eayfhL
zqXZv<+GjZ4C@~hSIVXu0eB8cV7l;v2>PE;=NBVWjWJB+8+pDi@Tf!Ffg@>=C)62uV
zQZ1CbL;3RR>yQoD910<cN0wuzHKLJ(;rZlDOH|iQKT2zKeo#ztQga}k?Da+jx8wQ1
zFc%g63dQnsr^<fClWf~Ot^`K8CP7IJvV;cwNAf(<rV%^f9-ARSmwU-Bx+Gl1s2S^H
zmllaHg5L`}D&<GwE6h%j;cJodbSs@Y!l+2Y7&6%EY-oqT2K7+xnO6mM^Qzs=Ms|9H
z334lFAv{UWdoPv4rOTiV|G6a(d0l4tqunKKV5Zsjf!Ams9;_Z-K(_i47*)|qCz%CO
zDp*jn4}zm0>G*s`MiHbV?(E*kRKl)xYuO~ZaM8B_)uC~&9Jd$OTalhB&7B=!!NneV
zcZX&3yGpM^<==})^96}=<xmEp96v>}2NU&!Ct`ZPWN#j^9@Uf3VNYJ-q$%VDbu%VB
zRrwSyGzF|d6K<wFJT}4rQCU?v%!A!~6mQVbj81)B=b2OJv|+BJ^;LH=e#9Eu%h4L1
z?dHc)-SLml^{5S-QTxFjp^prhHwK>a*@(&?I2%z-)K0F4y<t=avs=Nlfx)&F%zN6L
zu@BxdOL>m13+9GKSn_w^0@t71RsA<0!0*Tt=)3xV0s{PwfPm_HfN%Zqk@Zg@!0(%#
z_h0_^5a9QXh94)ape^v9Ul*)8e}Vx2k@qZ6#a0gY&YVD2A3t*b%P=3vMb^Io<^%i*
z0(!uP|I0AnGZ4&&CR#7s(nRXH#zI{5J|@$mLPL~*4Bk@i@k^x$y#R1s(@l~p3+|{p
z1G*h42-GYKjL)iC(_B?0mM(V%=Z~p<C`)KoXg0!>Tm4352NBDNd3!|BCKUFwT+~Tq
zDWj77j-M`8qw-BvW-JS>!MqFP^9Kr=u$iN9Rqj%}8xW0ro}tVXP;=17FAFs>)VMB-
z<?k9u+mXDM_65D|{muLym=^zdBTVOM8HCDhut(xf;TODoQ=_A7xWm!WfFSY?2fp1s
zV5{AvR!_*MjWaJxY9H<S=eva)E)7g(zN4+&Cgf66i?r`h-V)cY5(#-W9}ha^4OSbH
z_YM$Y5QKi?eYHPJg)`SJ3$?q>#A#1{rH|nGoH}^+a_@p60kA(|jKGa`k>!$Y$`WVx
z>#vYEPfUO+{~i8ub}*(q2`d987N)NZ6T9`^)u=g`F4A4o-;G3&7U+Yo>i<)i5AbV4
zO^X`@S=`%ouyg;`!vy^4%l)5yDsuriK$aXoVl#t^{FMY@>8xB2f;Iy=zq{zOcK|tl
zvqW(D><9{+5c{nLI)^tlJYjDS<!kibBi%?cm_$9=TqQ-b9I?mHP&thR@L%^(9)Ddw
znzL`Q-v^%858WK^RZm&(H&4zFv5akR+V_2Fobid9%S@lW;d_PQ4L<Gn1$<{4VPymI
z;)0k=z|+Fm81hX%;>ALA#G*YO-YUGUFP#q`iTxF+f*=tTv>&)9D?FJkydIgLcZ9;C
zbvnV$Vg1__dN`ELFTf8xMZ4`~J*n9#L?5t`PRAwc8XE=M&fIkC2q27M17yHZBG|vV
zOSBClZ$SsR`s{*7`qJRR^fq>oGI>?IrlKo?i?p*0>qu$o2=;*I7@{6R5krGngr}$P
zVKg=Ep^zR>bVE8XzV_jFohiS(1b2UvMx%@93IAIE_}0kh^?P1C7r%CtyEoN>=`3$h
zbqCKA(7_gTTD?4;32aq3`!-zMqCO{BMSyYPOiwX2OR>4NroZb_RJ3tt=ow(9gRwad
zL4?$Y@bOM8*!03-_Y>wr)8!Nse4`*JDJpnEQh)+?G=zSqF2-5lOVGxAfcp3h?!0x4
zj|bXo7NzZMh_eFnZeIAy0H!`H%=E37%H6R)+lQ{TR_qFXX~^67JXp^l8}Rm9RQy#0
z+rw{9PVRE>eaV=K_`z%L@`ICUdZG1cP(8jLF%O{Cv30^)yoWrjvWFrRWU@I}i04m_
zMTA0_wDlFaZRnHuUxdALbS7KV@EuJuv2EK<Cf3BZZQB#uwr$&XGO=yj$(K3LIrq80
z?|at!{?Tji-d$C_yLVq}_0?7NE5GNb4?^Ru?=|*;zS}muPg&&Elvh7rjRAaDxo`;a
z9-J*;Kfv&=qyeBBKBE8=vYo6R;Eu$3c~w9FdUWu#EjovQ5#UfjwXT7qhdQ|dmJV&@
zv~Y^k4tEi|vA2&uUDoK%x|{|+UBuhBy6Dcl%glp*_26KBK1$)HePDC);&=l1d3HN3
zF~(Ur#p+7!>qaCM+$e0UVRk)XBQfFym_WRj1o9z)jR<fqZZBG51g^3u!XW&1i_zz%
z^;&top0jx;pE;10JM`;oF75I_9ym`$x4>trJqH%5SFGRj(f{ET(UU^xmIi`I85Ud8
zwWeM`NJ$H)XjtVOZs-`#nnlq#xzRD(u6@l9-DAoUHj+!k#DHuuf!ckFfqxEe7j&bJ
zW<g&=6+hkS!HKOVG08Z%qD?`(k!acXl?<Mxu>14P;_@3eH_TYri|zY2Q33!gg!$5m
zTw@o<Ja?yQnx%}Qrlb*&fyv6C?7}9GwKFb4EXiAxj~t<Ku4v`S$;r^7)oWwMCHr&F
zq(m-ukVWyS&clq&?;<L$sN$)&lG`!gqHkYzq0FzaXBDcYYqeIY0vsHi8nA(~81fDP
zlVZ#;o5mb*dk=mOung;jkpU`Ulki)yuniqVXh{<)fqzj~oh9&W$w@fzcJwPgk;5Aj
zru_sg4n&q%U74_cTfV*7y!j`2>GRh#e>0AA98agf7iTm9SJ!7RTfy6O&vT-1Um=H!
z3Ehq7m(sv^KlU&R0nhM$moE$%^dG8QvoLjH_xW`o`Y<PGi#z_pXB1?7vNR_-p8JEE
z7R-TouK=ff<RR3?TOUI6nCd29lEJl8D0fX%E8bH^Sv%?+3pYlxTu?v5i+E}W>RhV|
zHjhRW{PLdS%K6n7norkdgfh9bk{Ly5xue}UXIZb4BPR-3qxy&9Sq9b*oYY)q-Rb5^
z-wLcWpS({GDhty?<b<Wdn0<nCLy+dh3?iL(hh=;Jrh#9XGLBl7wa)@!=GjgyTIg}R
zNP%5a`lyjzCWB%9iDcA9q4?SnH?%WjZCQl<*6kwGw-%$ct@#Rl&Qw<wB}CL!vFl4C
zkn4<`CF^47Yh>J?u{!>TmBFq;f(b-TYq4G~D3u~!J7bOW714Mmk6`wZ&YL0=f@LOm
zdJe+BC>oTqLGJcjp3Tq41A3r<RcJ59{TLIR>hP2&=*UaRES1SXf7+zYL^$Ja=%S;m
zL)4DBTF+V(&38`{q(j1THwuTv(n8)5l9KQ^S6}Bmn`T?2>n^nl55|v$ZC;o<&_4gp
z$ptx-$gd%NOaB;dJ{GyNJp=<gRi`G7)KOH=as{=XL9?*gl#|K%E_}p!d2yQa%S(=P
zj=I-Yt`&%^&o|R?0?thvy>KGo66#uho&wXgbmQG_V|2@_k|3tmnzaLMNAU@*g!cDk
zKW$YeiXV__r{`$4^<pAahe%_uN6G^ddDZwX@OV`zFO!7(Z9s}klRwwu;)ACs&Caoj
z{QW40ZMo<kAZYtYLG!Jf*KmmQ=fxSlkG&|LrMh%3$|G>sUVF}ucf^fp*si{2Z3V@P
zbcF6KpfZ!#o*_nC!k^neH1rM?QT8kiK+ObBq20U4MM34t*qMB-=Xux(I)b`PQI()t
zMs){<gG{@Y64B%me;4E$vi<1L9TYp09R<XiN#4LCjVE<ztRybCa*X#!G`$eKWYv9j
zFV9<yu2t-`UZS~{oWe)j7LeT`JTa5FBST2SScq_??wfV|NHI&f{YbqXvf&?{f0eK}
zy#ioS3DNS^t}s-GcH6B;-CVaT$+f+MGv4BtV~r@)VTjmo>;o3^diQbN>x0IfxOlBy
z?$^Mq0`4m5c?D^j(%2+DowgXX-lrqJvl$Qu=0=+fie@(7%mfz0oUuGZ#|2DM=5sHy
zTEixF<sLhd<H3uT^rh><m6lx3Lah`%9JfI*5LuguV7NKqh+e~jm$}b#tLBBz+a+{d
z-(5HvG6kHvs=~S_oTkzsX37_P4Sv2_UjdQH>E|8jxUa)ZFI!H&Rz&}uEr$_W+`EM{
zC~-GhB}sjPKuq5VGP~-%A%+zW(dfo#L~bMXz44el=B1YhEqQvrGv(E-&QOFd#?o5n
z%o$1Ny5-bS9BNZi55%}1j|}%S{#1>Ct!=w(<*uw<+g~jwXPjPPa$|8WYvmrBEQpb_
z&VhqZka-v5ay(|eXZgG!Wz#QJZR=j#LJC=_Kam{%wDIS#$95p^;-yZ<xnBC8u=g}b
z<jW&=@aU=d@c{4gu=Q5%;1}x8>-FkbaXtkjkO-$sop72db6ZQHvAHqjRD942{<u4Y
z&T_VE*j@YF`ox>a3GTA)#XL4sOp<Ztv4_{;n|^L~_TStt%SKRj=yu)Mzft<s!>-x+
zlBWd}!8m^sIjDa=m=?kcsrQ4qA?CM>xl}e>x1FT#kP@Y^xd(mkq-`o;i8PE}ivh5`
z!7-spI5O$Ku3~r&0Zjx|*stQybP?D~gb_R2WIbr!6QK$-4-@7e30RbLgP+La-YDpw
zw2d3OLfSxeiBHz9{V{ag&B9C=jM(~oU*;Y?o}+OnZ{Z_b4~Xow{1AVWWC(+;4S(^)
z7O<y@fWPWhRN3JRSeTp}z08rqy~XxV=#aD^O}hwSb`yTN4<DIKJ`>?Ha_AjcNS}H#
z#18O7%w*Uvf?AcT&~9yz*}$H!CFPKyZ1ac<mL`dYF4HHg?s3+L0&&qmRUWA~G!Ve-
z9SDNTfYbI)cGA!jskE1IFV3!ZtTDe&as4b_aB0oRRDzkMspu!xIf&*v1r7NY8`=0v
z!r8WI5*cX|LN0z({;|4QxI=xeU-Rbswwa#)hQ~#~YVo&qR6D^2_B)s-0Ysb)DzmDq
zL3saXrYckazD|Pj0Kxci>aZexfe5q(mR!dGu!|issnF&ic2S-!?in#L#;EPUI3{(i
z&IEpX1>Iq6=-58m@kd7~DiEo(S}dkmamnZwt8x$!)&ZtRYVS%m$<|k<@WBAJZ;0jo
z0pnw7TteXKBnaZLjp(yx=emw*(AyYikI`#C)QlDpI_%+7Q@mycP)CPRRPgYCsdgQ#
z*-7k#SvD<Ux;xL$r9JHAzv-+O=3)6)&HHuVxz-IreuFg#OYStU7cB&n7+1u^=$Y|X
zQaYR-FnOaRoEV&mqO~CUG^qG}03ypt<1im~`n+M&%o6*?e%?xi*#qC{tbc)+Nhf2n
z$pq8&(_l&R<qaqd%IT?}!_dih6LLX0v)mG^zeFB?3+!Zb0?krjzy_R5v}i22ScH*9
zZdPHTZ3=rq2>0mY$HdgfZUFE2^1;1GEnox%AOQ|ogK5KkC_7JQ*egXB9;G(bWoqHl
zvdR2u!nnMW>iFdzxAr=w)&eKB<+W+FFN(VYc?p62!Adc}UVxLjOY?A+HUX@7V!roP
zO2S+A))HxLCDrkYX8O9+Waxkaz=9OgauTm@cmp7QatukP;_tQ<7!vu0N$l8d88k8V
z8cVMr|80x~>9K21ZXd_p_@xY=1guDVK)u}r#q)O0euv;qY|8tCWf(ObC(xN_Ydih`
zb~x&0Js(+NKUDWD4}Jo4FLvA`eWDj+TBFF}oiUEIswtq_D(cQoq_(%+PpeGUM^0O}
zoNLzIMoRPu#*}LO4*Ai|WA8alNQ*HB_eBcQ6|d1zZt)Pf)FMb4sJ>v-3EwGHgzVu;
z`unjMvw*e53+`^s<J4{7c7wX+@4mW;_NRN+mTxLnnR^u0r%ca^?J(M~8jUu1s9S|a
zA7<YvdJ9gOvqw`Xv{Ql4=@V+Dr_n{v7cbCkUf;`MC>8+A)F)1(;Q&3gy<DtWb94{|
zvL*yg)p%{iq=B~Fk3b*-C!`c7t+g};2+R`p42OeGzUPn4gtdl*Z7e%|8zGkh%T^@G
z!_W#m9Clv{I_M6}Qy#(hN+h0@NK=8Bmo>Wq0=sz4Pdf|cuNNSZNY@cLA0z2frfISZ
z)GW*Kc4HbcL9h~0PbQt#KO_cmNr1AdM}`$V1S)7g$|wY3SVzCE2=p{X9$&8*9}>jc
zujDzVb1I47U1%^BF(qFYcCMdf_~@yv%2D!hYii<`MHiF0bif@HhJQ|9`gjVca(qKI
z%r%@5(~a|<gS9+=9gyAikUCu<se()Z1J-a>e9Ysg8&aRjv-1-}S%t4Zi$Q5=t-=$q
z4<erX(R5PLMZo4Gf!czJo(7fu+0pf6=%XzK@SAleHzKu$Gv(HjEincQ!--~==q9?e
zINl~Km#=sHcF_aUm)vrkN1$r&H$F1gVSEV-gyz5{0!yeuK-2?5u9W6M6UxeM+N$IW
zI?_NrJF|I!HSS*Hgg@iqv?0$0w(<-nu?cDyzpJxwtl_1JS%V}!E4qdAtsgOaqpU;#
znuRz9=PzzAj>-((VBE^$XC&(VzM(OuwXpJBTnB7}EN6k3{<WXI;#`@RT@<~RB=HJD
zrwLdsZ2q3Ka)ZBe{9+7fGzo7xiTUT!2lVTHSWsMAo@kDRQg0MlGfH|D*33EgMcQqB
z(rY+Vbs8r+F$wU`#-2wSiZH?vB)2c3(|ZiDsI$-utIi>gh8nMYNKLCc7?i4JB<R+a
z*mDd&hrS&*u69=}Jq3#QxoZ->6h_{yGE>6?qn-w5G6GMR$%{WBUT8OIn!1Pv13cg>
zCd6((8Owor=Er=8N`y&|FRc(Yl%iwq8e_D#=Hqea#K6Ht=)(6D=b^~0ZAFW?i0$Qa
zJ}3ch3tHwXB@1v6^jHq2Ak8z%J|}@VvoXm<z7s8ot8sqR$X>*7jvZ|EJl${M?K0Ls
zwLQ9zk<r6HcX(7fh;Vl=wC-_UOW%HB1TOjRJc||6(=2w^0=!4c?}IS4<K<1Lm&vMr
zVWwLuHli3GyCMFoL;Zq;6Bh2HGuBShZG1RXzy8j3)<lb<+x1=pKFNiNEe}6ngXbxS
z3U^8#r|r(zL^E+j_aJWVM-hNf_;EP$lgxnI77p!pSf8P-@wmm)ohr$S!Vb2#00YpE
z>aMx1oi-A~mTKABYJ0llbVHPrfe=>_DK8-|Kg6%EOIHEDx@J>MWVH)@idcfiE1lAe
z<y)a*cs2oVl+J5$w^D7*7f%2z6HhW5Z*~2ms`4(}llRUyhrKMbwNR1%H?E1PO)eFg
z64obO_%HW4$}O7aJ{-1nskPON<whZ=P7QAl`z;hlsMv$!_^PqI#;h$Ves@Tlr&PpV
zh1SPc<99pxg?6!-fl0wR%}qV4yyyWf8&Bb2zSJc+T&};qAJ4<#5t+J0x7nKRP9;a5
z#MJotf{Ch3Nz<awXscu?3b4g7%c8g!pwtjEo;!@_5yNI-K?*ebDEFFY@ZQY(o2QKU
zCw5)8tNU~}Pi;)dQHN%+uMxZPm}pdYZax&rcj6TcWOz|dP6e`hspksjL*A1U#2PSW
z+pMdYZiBkUqwT#Z=4IrSb!NXDP)%y9{cg`M`8FG}W=#vc)NpftoJ!++oJg^U2zSBU
z3S;i65_+EwpLilfIy1p(?w%-R99tA#o_2CFq+l6@v^TRW+|TG<1^gpCYS%bnPQ>&s
zzW5dVOrya%@#cZ7$v$q?Hl>V5(Sm96*xABJ2N%=b$0Q}F#xj;pHG{|W=^Fo;{XEzb
z)T^d0Un+IIQH&y!zg$#QO#IR7wkqraarJcQ0jn)?vVMum83tRBOgRC^_A)SRMXzRE
zO9bTT3FMOl0gdAqZLY6!mhiljM&!>;8)-vZ+fertAc_gMi7eAgT#XK+4jRtdbFldE
zqSM>iP=4pr-n+??C{<CwM*(m40rS^@r&;hoY9J=Yh7;8vX+(xE>vGTvLdUpTJ*wxk
zj&PB`SOvFTYJIL?^ye5FfQ)j?j9-YebF8cuA+0Wzk!yml$@Qe#sV3lujDpspMZWcH
ztd_HBwYRllg|(ArbM#8?E#T7-_F^~k+DlDcaUw1IMNrhCWy*O<CLJtk`LGLHP*+aO
zoMG}$l4_@$GA7e04;W3lC6(-s9ab{QC<@<akTDgeM^MygG<6Ts?ia@3;2j$kpLDVy
zhH=bN8^yS|i+TKvQFie?KzM463RSo0dWW9Jo9Knrrdpha&W8<%=F4hQ27?hmHy$q5
z$3nB*q@t<qoTYGtyYInhfbGOI)MyP8Ua~4sJn5H2#Xk;Ogl{!MyB6`@+=XVrhpy*&
z`F*@L7l+){VY)+V<MIrtnepIiku2I7+r?x<A<d)VWT-{!Q<)WF6*Pz2zf*VrJXgmb
zO5WaaG)|SF7iw2Z{VnS7RuG5oz`O_-KA7Q70x>f&pX9)iB`RkNcL_BxH5G+70xA+8
zC|3_F#xTV>-Fk_B=1An413XiQ{@}-}qQ{9>AZxcUht7WG&lhO1^6kaY6Jux2P$h<q
zgdQAHq>C1*WST6p)fUZo>%3hrKKPliMC?FOIDK@6_fbOyh2~a)Fix?P)uCLbT6{}#
zOslmJ-zx5Q3yw+)$hJa`h{dp`zCndp+da%p6Mc?XwLz`eM9rOGOGn+XW9RJSfzHKt
zPE{-!^5zvQn{W+H5M6y;xiqmh*(TaP&X|&O4$0N<7e&a+-$r(NSW(_tA@G4C%o440
z6e->_9~aZ(n?BEPVARn21^lUY`;_bD8Cl%$K`*vUzk2~i5Kb1&*^^HnQ-;M{-xVV0
zeT8q0H@cFH2lY}nY>KpAL#cO+Ok*Cw2RgGoSMd4dK2&c#w~D)e-VY<LTQ|0w6U$#4
z!`?`mTL5f&0fi<U<&y}Z2BKg;ueh_3vOJ_fO45(`SXpz@i)DE7oWlSjKs>$&4qf{O
zT5u)QsGX_A;c+k;fs9~pPRc$ELH4Bp<JUcn?yB$Vs%Ag2r$+HR;~cxC?7fbHm;=4M
z9KmfaTU4Lg?uoBZZ349+lhmma?wsVKj;AL&UMLVODDluyo}Z<KDnB-o-?L(7g`o%<
zC((Io+>-1OyzilvbT4%yvT3>3l&rYXL=Mve&zSbQW;&XfLs&uOYVx*?lYuCpF{ec-
z1sF>D4vQ9WDhB2&Y1MzI{2YefA7n1_#@19g-x?p-@KUMhY1#@VNX6k7{@q8)SW22_
z-w$;z&-{W|%W(W;*YNNdGL%M)_$-ej8}1i#nM_sUq<qMKyaYO5RxYrAHni(MVSAzh
z4b9(n|C90uestpr7n+Ed>A=JB)r0kTDd|Id8j0eZP-lExohqvIce#kQNgy7Alw!1p
z3LfG)*|)R7Vh;p&K2x@b1FbKdaWFX>pPyVR<@%t|hf6q7E_IB`N2l<wz+FoHQh)+Z
zYriLCX+-5>@n%54sVIyE_YYfOgFAxMhU79m0qun6_5*#8BE$NaC_!nl@Nv<0=5wN0
zrimlQ<Iosnu*#NbB?p0U@`lyfw4M_ZC8+5u&x_%;QX{Rv7|*)_e$NT5l0C7YhFNkg
z)W&gZ?hZ!PHxw@0_^02g!#4OkW^SZlsx0k(5UmBy9I{<N!*Ug-#$LTwpgU<SE3<4o
zIfg&g&KHD=-;p*%tBlyP50mqvsFL+01(DCft_;ZtUn6kQ!pH_1U1s%#RhxYs*q7NH
z7ZLXO$WIDJRT`v{b^`R(j;0voG9_0?UYUhd1?^uR`MK&=Ft<J|jC?^~+csNt`Q^0M
zws1ZgD1-%PrrVgW^2e8!5a%BT51ZaCvE&ss<Dg>!w@~?#YB&fy>#r`JjW}!I98xt~
z0o#JhjoS=fOj%cyWO4}&-XS{%?(0v<oYag3u*^djErotwH${#ch&dl&k}Af(XT}(U
zs&cmmk=9EwGuO*Xk{uPP1Cy+=%^Ud_M;h#fW|S$8r*d9%vEPph+6R?A#$np`tRBxy
zHr-E^=x{V9hKZeVXm~8i9?kTra6uafmOX*XnIaGS9vjl{HSUJyS1r$<2*@GRXnQu1
zZn#N*sO=`$phKXpPLDkfEXQs5fgOjZz5K2s=0jNs?Ex_SBoMkMiOh_m=vohS-gwI5
z)Y$=i|9I{}#s(h%vuc%UZ^&7>hU#nrVMe0M?1)LP=UHuFf-$>8^*JvjpuRr>qT7Gu
z$S+vHg5AJan2J*WDdWK7HnaBlbf`8ZUaJtUlS#@IW{p!YGIY$zJwv=6GXjy;Dm2U(
zrZ|^KxI272gosEpTTG!2m5FkHZfaNs85BY)y2J)rRL+)M{}V)}9ct`!7j@nrA}?Oq
zPeU2_HC&2vt)yHjOuat`(GUy>0qOw6*EYWg-?=tTgR=wGqM_%o(+q<`SmI%VW^!ok
z`VO*EB$0H(QPFwz+yHvN(Widzl&@ndsgSd<Z_*>(F0dIY^C4>ccQZwa?tNaT=MuiK
z>i12S6<R3xy!)&)mPBx&Gz%XWuY!kk>_H^A9p<vlwaW63_Y6b4(zPDZfRNTT5)Oq>
ze@lb2E&y0#?x+9NEB8;1%KxB3{!>;<TtG!qN`+FvP=(sa(ACoJ4+Tx$!O&9a3;6Wq
zs5a5HlQ(qustIKHRnq4V|Ln`xW{CHf`|ZmK{dbwIFBM@6U1NK^uPRk4KMhTdO&q?6
zS6^<oe~N5<35YuATA1qdSs8z+|B?SP^*=?DsOeeR@Tlq8zmPNxj9<u_FE8JJCEfg6
z%j#<~x;B3s|10?QpHfh4|0D$de?ss7w=4UX??(5<bNf$Cq(4bM|9`$4+usScf8&(?
z@<{&iy#MbRL0<;{s~i;DKe4>(U(}v2!sH+R(bpCJ6^;HEndobj@ox~$Uv#8DQh#r3
z^k2ln|G``_{Zaf9`$FFQwfzxc`yw9x%@Sk(xBDj>j^R&6+&@PCXnbXZ{mlvc3K;&M
zgt@QwOZl(ukFmd!=)PLU|5E*D9{;!Y&#C^|{@D3P{!jm_uGD{cKVQj;|6!kf9r+h^
z#PaX-S^gbm{Q^+^18n@)3L`7aKLE==+{S+lGSmO(H2;pWeaZd<JNnncpK1Nq8ULE)
zzdC=G=&!r{Ukd+rzi3MTo5g<x{;cvpxBkD|fBJtG@~_4GlKa#C8UJVhPye6&KTG&$
zt^Rsq{<MF~G5tlH`m=I>JvCpC#2;;zzpXNTJzHPL{>wl9|4OI+Kl#TQ=-3#(e(3*;
zgPfk7iSfTY<P2X3$N!2scUcL4{3erTz6c7jD^uPqZsVLJx3(VYZiAo!IiMNZCXmyt
zUL%*^%!%~4b3y9f_50oHlgED2fW)<Of3bD3H47X%pcFJL`P&i{88m21txa_;BoI+N
z(>@y;;Mti*`Po_eFcVWMOXWlN=WvW^z0V{Ki%#?w4;4|mPhlloN`47tzYI7O&~V!_
zFk3SKR=Y2jhws@LfRvMy&nKF1#y7y&!V4A@0Ai(IKhQuN_zGhHINjJ+RaD#fZ{7~!
zd95b_w&38l^gmXy@eTkS8tGZT0me&cR`|d~haVI^06<r_Ku^z~dh<_1s<*XrK-AW_
zy0}!Qax_=_W>g5GB?IEHR4xEGW<yRdW19dzg)#6h&jCJJo0ShU0Z5u-CV7)HbthKh
z6i)I22<lkt!+^B#YOL|1@EQXUaq<dC!DsJ$2YDY;xz+|9|K-gJ*4;CDy=n9L@Ie_3
zePnGcZ*O1imq$K425RuFy1oVsNFg6tRg+6I1+Wk=tP4u=T(cX_Ti#h7(_Nl1xM#B<
z4JdzL4xkV&@blnM@4{mD=%n{VPyZ8Dq_L})cZKR(Z8QKU8vtJ=&9L`8sp&2hQ_$Ud
z*!gCVIT(=pFOLsDDob9JMDLku8+(IUpk=lez<r`mOJI2X&lpueO~4;#XJ>EeKmgf@
z07s@)6A#KjlC&aQn_`h&{ctdy+>tsWzli-orxynizCZIl*wQ<K0cm8c|LWxaRCuH1
zKiC3LSxRmL8vmulg15&rgRhsp-$l3gmSOn=@Z~J}dKaMj^ZxlV4&R`csvFO}is!%^
zmp&~sHa9#TW44R@Q<<Cw<^klX+U6Qah0T=>01N9(1ArUH>DT4w;IlQ@N8g8aNomPM
zSDF4NqAZL7IOzAcFpzxrPyC&a%aQEQ#}zt&4^}@0G=?c&fcLCxR-Hp#)*uhtH*YQ9
zF3pe6i4Ser5AC7PPbH#rBkRwm%nxnQPaZdUFiiI<Z*|^-<q70kOfj9|z+WF#$6#As
zC~Dv)y1NHg-VJt@h0)mXz^Z%)=>dLe2^p{2c9^K9n9|t+r4eN<_gzNEJVAgXy4Juz
zrM{XLAFa-KT4!gUB4Daq_MF4(J3#EUU5dQJM(@^I<k9R)J5|Vgd)wcVIXKhY@aqH)
z!sCL#w)y~<6(O?^Hwj^M^uPIN;?n?p7t#JjyoCN-<+r~NSRL|C{DQjktvckB&jWxZ
zgeMrco8%b`9AGK`BkXAj(Bii@9M~_(1K1sq>X8pV4FHxFo?y&wl20%`GubCUyauul
zzG$`h54@k$qn|==(PyRJa71k@xF92yA7Fg7=5Kt_XQ_XN7XA#qe+_v*(IWiXn|<}e
z<Cx|7E|;>53vwL$><teqXbjUBgmv#tw6^9giiP#@^vMitf%5qaj-{Ii9#8Sz9O4s=
z_q*DM51jp&cXwAji#MKsXTdv<2maCtE}UG%ebx%zd-a1|J*e-8E?~?%Ar_~9>pBmf
z|0YkKz%b`q9>ez<o*WmvO1xqJPXSnR>^D-*e)KmUv+u}5JZ3-XM25ql4PfivW}&Pi
zy~Q&=i$vC<E7|$2u&%N?Z}^i1F8GtWP%nA-X?(i;b%vp@x~LC+-3>hB!u<wG;_1N`
z)HsvWEdSI67<nARw!5!sQR4*uv<;2k(d6p>wE5L<^9tsFH}n2A)5Ia3NTi+fXV~vw
zet6jLrg4v1J9sheK9iqf_dJh*EoqGT(v{xYSJC48JWrR8Y;Z^5Od?w8z-f@*Ru{fC
zZO#Y7yH}ru+uG&bYYS@OdoCpsIBd#8#=~`X?NNlQ!JTF<N3?1WaqLieS~kx1=r=K{
zy(Z%j2RAKE!&sX(esQ#bPS^Wl!g4VWEBTd^GQm-Ydm%3Ch2D#X5{{UFx$9=1CoL9y
z!s#r<=Pe7qzG-RBS}Q3e*Cdk(0(p7SC?s#e)Rae3T&vX_r%17zB|*;A><Y>q`@P<E
z>Plr!d=xMknWRNH?DPpRi3EK84UDOO$I&AAN~7pznsACj>e)4Z=`MTN0&rtYf`{Hl
zalB_!8t9is*@WSGYux7s;~2HOW)!+C$Ru4m2BS_BvxwYxWKg(e(*n1bSl6F%C0>w3
zJ|dUJ(lS!Z;7gz!pI0HwH)h7QY{jAjqeEpJrD*`6yiGK80@<u3Z~AcK`5gN=lt|xt
zw69Tanx8ca0)AmFQHKwD(~MyIDmld(JA}~=C8In4o9^&U^JTe*cLRvBzOp1%D->u1
z>a(L5%CiUQX?Zf)&_&Yypgp5$hh9qP_vva(vXd!7aDZI`hWus4tj5;wG5Od_;D?GK
zm_+{#Bqozlr#B_Oxr0cJ>l7!rf~Q&;GF*O7GEm-Z1yr9Hq?L8wjrE{;{uhRnC-AZu
z1RsPl;b?**_?dK-3jUCO(P(a7Q!&HHoM%F2gc#goWod%YBS3m?RuJhIAL|6WDU6;V
z23*L!@46w;H1kF~QX(S`yQ5z1V|=3naM>D{DYf7~w72oPPT@WSlH)(mLn7|pTSz7N
z)3A7&&U|jU$CDCjZpV?OkH05M%S_XEK4DyHm;XxRSeR&1Hwr>@7<D*qe-qaEM9bB$
zZ+Ke6o0!*G<sVhoZ~m4GiqwQb^CLp;{danXStSKwib+=F8B9K`EXX;%cJHNTIe7x3
zci%T?tKC>{wvvt}bG)Kh`8F8jVbyxP54TwP%a#ijF}C6`ice~K)lO(!wQr|2#SopQ
zPk~;S-$lj27dI97>^5pjKsbewuh&H=#s)O+tOhJCw~hH-DXzW&2X1ULo3kP{D5>Ic
z371ICw9(}%p`&c03lX9Mm|u_fKfF>?7(-#wV&|H+XF@qze9W5<vJCaoW5tK9E8P=-
z>ow6jG@f3PD(%U6FS3XcBuf$5Oz+u|PRByaH)Z{rTdp-4sd>3V9VmVOZs}&C+Nq>c
z5uE{@-VyNl6-3CE=K9&!+{)hBjz~V$)wl6HYVIX73YY3H5Zp)SLx=3nP_H`ThSfu6
zU0j?-hU!V|sY+OBc?n<WbHW8r4uMEt@|<W=Z3x9N4#Ri$!=Xve*)M<_`y2EXc$2H(
zA-kX!B;f9~C${ibT>(HOQ*@MnAjips7$?bi|Fz22)c0ugP@T~Q)t0>(Y;Q#$gwXgs
z7}k3DS43D=Jw7;k=Q?@Y<0GXQtYzM6T|)^!naWJBxySm#+<8rQusIIg@d0$totj8#
zfd?t$-tbyanMeEh#QEl%1FI?$lN98)<YD(XK-H>Q5FbC`hsbxK<}QM!&h4<ci*Sry
zxIp|adcpyK4s)@AFxqfWu2-ayT}&kAK7|Mhj7h}d_PkGvK*;wIrY^wsx?LDW!40b_
zqo6^RMuh|Z5UdEJFiwXG-Hh+gVhm~%je^dusk=jMxuxL(0aw{M2&x@B&D{Pm5(uyf
zS$qMpHpl8=J?+WK#|R-vZ?b_wl1k$TAbMe3M5<f&kG7=p?3)~xU7KB~5GK)O-BXBh
z<nQezWh({Qzc^KDpH^P<wcmONTvokr{CJa8R2qni(&tt#4`Ep$Mq3)fHCXhRDt&y8
zv}LzsM%BHmeYs>=y=30=0~So`68&@AsSdBf0pagO*5iezzdu)ZB8ID!KQJSSheL9^
zm{iWy@^!eQI^AmYQ=nC|A8x~Vzl??f5n{plK(=o7Ub|OuarNwZv!UT+sMYl2dMoBd
z*6u^eV{dKkSi~U=aRCif#+lr!dO>=n4_AS|Tr*R1hyvV}^EcA?=13U%i_2T2k7=k3
zM|uG3TnVNudoMhIqqaoK;W1gGTwtz&*>*DEYH~H{#0d9&IFBrhN%}-A`_C(AQr<>@
z_Z5v6C<9*(K7m)9snIfpKim%jiBQwsp8Qzdet3(~yQdkMq=S)_?K}*_3z4q#DQCbi
z=#sOa7VVpn`QGOI#0k~+>vT{vAzW(Eu7&^Sw|x}*h_G{L)Cm|H%(o4N1UQS=$2pVe
zCZCWUs^N>Z3WRsaERQb2rl|^t3NOAZL^^bIj`6f6OvsP-LO{>QeKP*~Lv^cIIHgi0
z<q61eYB0$)m$>TMO<_C<8$c7RmB?YaRT3u0t8a=$H+7rIS~hXqpfOykyEWCXi@vUn
zK}6K-Ml>38<3tF&TTyYg9nMcjJXD~+jRy}>m)%toD)maKnt7+Jn<HTMQ616~Ju6=+
zmS3qC$;Cl`yj=V|1BG)}(2w)MPpV0JlzZa0>nfxHmwE3Havt%bMGP!uZ9oaLRGhSQ
zmf0ssi16s<z~A9me~LK999WOcQn^JLVc`d6O`LA6Ft?aVg;@ZLbJyP7tu?Tr{h7Zs
zl6}{(J+se|u>=vI>U`!Vv5hWm3><2*qqi{)QSNoHjS5T6YO<@cQrTx2?m_6(KQ?`8
zt$`WU0Ng<#bt+R-;i%d4Ce=v<Oe&W>zdDJWK#O7Z0RiEU(^ELU7bxDOi?SzC!9Etz
ztvu2C!_N{<o_L7Hn))UTUx3=AP?%>Ux)$Z(knp6}*rA>nqyQlV58>vzqI0ife`Y%W
z^hKVbVlygoPg;KwQ2)s4y^qY&X}yly&?bAPY5R4w+Cj->VS(lsg0^99d_QLy=^*Nv
z+v3BTs~<umox0wIz)<1$)(ebw*~!V%HBt?`Mm?^q<7H%AoVK0Rijw)YpfR|csz~Ij
ztnd6;%JvGTGMnNO;cHukG41dw?{}IKucI@Zk9PVppr=9UJQ10Zt_eSGWD6KejCmeL
z@)9cTKH};O{aV0g8nw*~MWS7n-HEQ><UrKa7DslzMazo2TE*|q^~nM|#SqP{8k?%M
zq{Ki@$;xdBfKFK3ugPMrRmks6MB8PGHfQHEZm-^DCIf*xfuEh2w}!{t6O~V2#OwL-
z9pAKg_)jKTURuAuh@b3ZnvAVo1>zfAmiqF;E2BLWNI=961&Y`|=!rS*lkHiDQS<qN
z;6gwfzsj8t^4ckI$u`D=#q8wlTmW8#iSv-Gtmj)B#s{cW(;1zKAPv67SsrN?o_j(X
z7^Ze(tqO#0Z~`ymHcc@l|CrbUZqf)w^U-i6@Fl#hW^<iE`#pMu{SL1-@J%u&7-sms
zYH^+o!NI@F7Ai{#)U=3J@;6~0H%Km&32C;52F&iNBHMJO$i)k5n6*&Y!E;oEapdnw
zPqZjfy<OoMW;xgJ7oQo&Kr<lUV=9DYppv4W=tE1lz0rC<KRf5Y&HJThm|{H_!qdbm
zdvKa?JDH0PTA*@~u%AxUV$&soeP;VAfAj*@H4v=UVGUuBz;jk1f$EX9s&e{3@A#F-
z@8(rQwNcsQNYte@vDFbNe|RuB-|aSzY@z%ZkL_(+CuUV}6DqjS<%J=nk9KW7c6i~n
zs<C}=!5lprlCg3rMO6kSj#jBknO1JBCW_CZOliuz21kQKyQ7H}>*(@*6|kN$TulC%
zqgT8wKP|U8Z+Oji<IiWH-wT*BzrKObZ0v?}-%A+Y$L+-`hG&;9kN9D#2zh3flN=``
zlcT<=^+G3|@bqkpYxJn)vT(%P(tb<?yrHnTlIFbn;((uMqCM|f=L~(xAD|o0%6W6u
zzDojRbckLYxtx(2G}S3IY-20@o?i$34McrLjhf3Dpz1Ku-70$^7q^tprEuVxz{W1B
z1oWiZFhU?81^Df8M%m?P**qb{nsJ@Mcd_MIqb;`;7(m@|PKqVIBuZ(KQBILx&<^pG
zP_pH2plY*@<%M$QnGnlUw(oQ>$ZO7-4o#K=H&F^3mP?}54DG9|IeE7_B$2$)d*KH{
z%I7ju$RvJSzTf?qpy01FUGb*IBOP`_tU=m{0pYh}e1_xHnB(DG`#v6CFl{cEWI-57
z*kb~^R)b)1wN^pb&jET~Umw5gkET{9QS90Z-~_29$quZNCIHlm>Et$s7$cB_t@sGS
zWuVg8ADNJGaHRXbu8Y#^Bry^mt!9RRP)TQil;bnYu_FYQ0Uy{$(X1*Vjf0!J**Py>
zKi8=Tbo{CE_leu&nyMwGad)87$!LhjlWp-j@2y`F?d7+Mi3P-gz2&M-W8~V@Gj8EK
z3Np)p6lJ}y6<zfeS_N#^;K-1H;FWor00-K2{lF6-jMA7`Z414R!68wgV(F7=4&*OQ
z)7vsTDCesawCG6EZQ^}b*6wjW_py%DiM=3kniZ`0aDV9w-!d??sOapi$cepx)<4I>
zeD*O`O^f|-S%a4cy00q+#(<dA96Gbhj+W_V3197zBIbmYBE=VNOGR8{4S9?Q?whA6
z_1w9@UpgE!?_OhL%nLfz>1weHyo=Z1+Pd+CxV7mml6q$|pdB=OdfY9$2bYs)kFXf@
za~pM+L<!N(A1BYNh4JWYwCrxS<s0#nB9(@e%dT|E&2c{)UaO1>K??J~d;d+nbxe+(
z5F9*&EY?Lvw5rz`@pJ6$%!&C2krBz1x`OL6-I<rz*67VCz3)tI>&SWP!>>X^PAxEj
zj9^m!?Z>K=s=caU7ccDm^%y>>oo_X&GBdXc&_bIbM+G3FK&H6Sim8E>Swr4Km$lqx
zr$nKp$y3y6d&u#>2OlxR2o(@oxc3E1`c+H1e(k7EP9SK&peLt*dOkE@B?2A&=G7)b
zBj8@HVtiDZMNl9UJ}}BN!5`^GN^j{Y8X_P!^DO$xd38jtw_-fAib6v4VOF%B&w}bd
z#Jw=nmVIECgj0eXrtA?u$<h3Up$|4i<xXk%n)pNiPT1WdO>|ODmnN%9r{rz2_|VkL
ztBIGFC#3Z(s+zaAjoc>~agp*J`-1`NnE&JWrdE-g-UeoXNcBua6dcbr{2kuhO{RS#
zb?=ayRjFtq7v@!w8ig{!*{WdS_$`i8vA0|A=_1$vUWrPoeIJ3Xr^6de+Ozv7b2b&e
z%dbTr)gH$g6Tx;K%i*Vxu|bdm^j&dh*N^Sw)w;T~xm%40sP&|Se)|S0wbG(dm=Uce
z8r1C(j&zaxKv?yMq@VqgB?pGzr89S~lH4wlEi)eo&p0j=9b_T}Eblf>My&|3hksNX
ze3F2hyO#`UyuO$w#pUE3#q{;Jl|IJmW@qv4agW?^x#6FX&_V5DcV4isZd+CljqtP2
z^WGlc5ycK&s(a@w?JPlt10t-Q0niatrFO(a!WMbA?k0LEbC*7o-&-?2)uPSMymS^5
zR7xee`)qcx8AW=Q(592IDije6KF~8v$c=PM)Mbfi=jZKetf>|@3Bp1*CuvhAU@M?U
zJ3Q!FnFTK>LAG*xzV30Fg%4OlHztw@BL0l0o6CW8zB~N*d1vpk4OAjAt&koi=0j`O
z41-t??dhH@;o7f#`Dvd_$ZE`E5%8^tRND3Q42ZTsY<M21B6B95;brdioRmymN}hNP
zHDN*x6vS4jRB8@I0oUJ9-F8Anu95?=VyQe&Y?0+uxH4al2i>s_g~1DvdjW|aU`Y!x
z2B9QHCN@OX#~ZIU|It_HMrfCe1h$0#xClHWR_b=j^M~O@Y6!pcQ#a}`XCjQdm~21}
zxBQOtCEFdTC`h0lAg&%hJJqu@ODE&vSD45a)p5|lFzOkFmq(;)*Xt!XMwqB_y&OMK
zTt2Y`W?osyctHEjAqLNhC!6k+Hi04iK@xYid(#NJ*OIa0ZeJi|iVc#<u7bFfHg%a_
zr1E-isrWXPFAbh2<f0W3i__lr4-U2BbnirZdr2x}t|!V#^8+j0k2k{OgNvJh1bMrd
zKCp`I9i=1%VFht5C82L1dT0Vnm1Hq+#MKM;5bff?Bp5kwD7f06;!)`1C--b5_Sc5L
zX|R~?&&T^lLzKTyuC;CgqCm_dtC{GSaLMXn*~i?wh>08;lU^<hEHX;4jXdpX|2}dm
zs-!hLLPcu!BQg`&d9XfS4QfVo7W4uKRRt?=Rp#LG=t_8<mtLbDdFp@6ad1r|?QRn+
zv^nnGKkaRqJ%x$&fyw&%Vh(Hp;a979p<ax!ERcID0L2Z}4BrDL=~rfCiiRLDElkgI
z_HOa%_9Tny#>64yGTlvG<3U#&99pZT#l~P4LhdcZvCj?5^!-ZM+SQhS!xzYk(96@+
zduxO$b#ZUKTY?Jxrq~Z}@m;RnDijDfFsZ??L-D%!-tM}hbZNDF-q60)3EGa@1Eu*X
zs)XTw^Vyrk%iy$#=yjn&uv7+J|4|bLATC~N?%YCukLOrloQAxeVh?R;8tJC*bwJ4?
znqs3aU--!8Q-6P1ogyxnyH%~}{Ok&dzJ$>w<&Gm33l8EjQn}i3SZ!menD#N;GG=13
z-@}E)uQ}Os>big|>q%3zkvT;f2~DhhYP{CFZeHi{ijl{wG<<LstJ42cHKEUT<^!H}
zv<rjUAsN#nxJAg%q@lCc3wx`(p=d((T!vRQvrOjJHo3?hg0agFvYccs+twc6ZgA)T
z+d8kbCBJ)u`g{7korn>a4t&JR1HS*AN4?Z&Z^;Cl+N*eJgBx*K!GM`1)zWCnSlqN1
z`wRKWLk{~x6Jn;g_UsEpLdhba!;L`7#5EABT!mjyu7M751<l<sRMQcR$XS#;>>zhS
zQbI{3x8Q-ZrNlWJWrmdipxV-D*kfQoO!~rwY_eA`N}^CLh3cGLU<M_IDdQ*;jWF=h
zMQg-+Eiw<euJDK@=*n!dj=#6=EqlNIjst8lPk@A8cL3rt15(4v`dfDD+W}YKvwZWu
zcuMikFx`|__?!q}NcX-|yUYP58+WB2R^2Eic8`%={bkKz{@{1h&5>MDMLO;UT>~%1
z=A5i29|Ew-jE2oZYKJMuY+G3uchMfNtvu7O7t8&V{>;MTpvV0AV-lq6=R7=i<hJ*N
zrQj&2Nj-Nr?=zAn8|Zn#vJW|@0lBA@;F#WDQQ;rQj)Cwfc>_NYQ*G$(&HQTK2=n}Q
z9hEPt)0>)duF&2o&qXGVb^YqiPO3<>fys2xD-Y*ombmn1mla8PnU*N8>pv`P>9hkQ
z#8c6-BA%F5pXXclA<&C~EAn<9u2&qvv;wR=2~`apgplIk*;TIeW9q6?ALl)&S)(M%
z^UoxhYR*j_a!;F2&=6}07RGjW_HCi}p$gNUNtSmpI+MkwJU<_>P<7L!<zk|j_{=Z&
zGf?RC0)<X%NClY8(X<+tkDCvAq3x`xnF|k?M#-d3Ha+X)SK;ODP#!JH7PKaK#T%p(
zI|BFaFgy?^rxTX-mD+?}Fg#WTFPv*(v8k>k9Io2P^_vRC$cIz={ktT!+9JvyQcbAy
zdClDSWY(xY^`Sn77nLdkL1s&2ccZ3LHUYy#-T<(Kx<*TkEXk)3qlSf}Iv<*xSP}!?
ztSegmxUjz;?{*E{?-7JK7!Y>7mhMG$SadZMF5h^$jF{`5)R+kRT<;6}<bx7-2&DNO
zioy<JKwOLY(=CE|9iN|hw0JRTBPm+HCC1pM=J#8d$n*uQZi(gq8d8V_rMHu*Y8e<!
zG7H7%J$_&`p|y;i#d%zK;!xvNr{lJLZgfb`m@Am=IS5@9QM?>_t|f7rbn*?ks{pkS
z-Rf0_I={-wW)&7(N*y{aByb}TZ4ew#pf4$fNZxRJrM%80501cp4ky_g<i`ynBuFT?
za0zG8bx&f&At*t!Wqy;k<0dxK5>(_tftSc3o^+U2Soz=<rFBFXS(99Nrut5FL_K5X
zNTBb6c|G8!?k=ig?r5dr_Cl!vV3xn4NZcnyaTlxC(`I&16}2peNJV@T{w^FGDFM58
zOC1H@X_8*sh>Pt^BDsC8&rLcpV3gF3Wj{6N9mh}7Ovd!Ex1DD8=F+M<K;+?U`8kIb
zdhXPMj>JwikcMdL6{8Mu_l_NC4WvJ)u(p`6hwg?nkiqT<RS?1KQ&TE6N^osB62N;B
zXU}5#f!I3^t^14#u?tX4Z~O~hqu%lw4MI%Ep+AKzuF+%k<n%4(HYq9)I(*u_U3p@J
zhOZqBD4zeDEl#ynQr>Z2b>->(x8pL=dzb8R7u)PyKRP=K2j}tQU^)z=d&82Sm7f?Z
zx3h1rcM7%C?OU!8L{j;#X+Jwn@cYzFe2to0-_3ySEBw#I-bs;GpmB1xFl;gJHiGsl
zCJ?Og4pCGEz?*J70Azh%@ka%iL=)0XpLQIn%PkGIj{?=fxOV4xBl=fD47@ljQbAUw
zRr1=QG$<c8F!1AkuY)*t0}@hTOdLDWYr;ptS+P?{q$LRA8FMm_(h5DjH<7aT<o7id
z@KA)|F1bTOukcFS#~n_GnXOXJ86Ei$!F-&nRT4GQ3Nv6YmUXX^CsdiapTF~=gRgOw
zT893{J&3&U;_HH3Oht-H8WC8ZZ$#QfRVw_!&wz=H8N@-_tj>!>_QmyzaH;KtJ;9xF
zUknr@Pjt4=Yzi(#;>=YaF|oK}j<f%fsCw$G8NT1~&`+F;r@fm54GqgPZxsL&uakYE
z$T#o*PJmlVB|x|pX|=ov6Sr9B<^A<Oyb7eyXGWQ-mz~*1W8idiH1XrUHrne#d8rG<
zls6Ax|6D{G!@`MLCk+@jDBg{#v%j3i83qYKhehLD%MB6V1#w2I2W6;iqy@86kUc7z
zHWXV?$;>g^7|QIJsEc3}8U0N0cspwaO8|qNYc1vDTCx7?dnCQ!wR=o&(Yu`BWOUDV
z+HT+_XHW{x4E}{jPf~H`coEq)7H0hJh-l(+@X>vo#oR_|vJF=?kL@_|-87rn2-YzG
zvi(<4j`kfNi~O~Ed*D60puS@Hn@3gOJ{9RresQ%NXGNr1uQsrp3Sb;BuB7l8!6FZ?
zt2$6z7Ab=^{9onK?uz|F!-CZ>hZObP9xftC21R=nI5!=ib=_$@x$Nla%kpbx&iD_|
zcP14egb{wiLpJa?-=sij$PZkEZb{(BTR+?wN7HE>Bo6Z*b;0%`(Xc<98{)klI$0{J
zp&t!~#t2e9y3^2|4Ka9Z%324Xp&@G$H4fFFGMwPl;S8C^oD)B)1y^!EDz}P1)J?e8
z;OE+iz+r+Q{9dX*ET96IncoP~n2&|ifhASnBHuwF=61Al2j*dMJ+$|Y?~1LH9De8D
zfJiDzlV?W=foy>tcqt%mOJ2MFa#9=H)_rN}lQz9()}zbnO_vZH<4XSJxJhkAe!hC_
zvJWx^#n|SMob7ltYSNoL4$(V11YM9r+N;}ub}e?sHoj5x3=<Zwcv>E;Yo$w(t{2-+
zG_tY>#Pn#?rOjJM9yaDx)5Yxmd?Ftgdk1i9uiaBY0XOM;$;EtIhePfbC5wOL9_1@J
z+?uUW+6bXo_`3xx>UM3*aQ?Kdn|qscicfhT-sd*d?)OYz@IzH3u`Y55;7?o$j=i?J
zGQBG3sN~?`6tne5*IijvfnjcHY^Wce9b9vmjrgiy-!iknEq^m5;tfG3qwLt}rkQ;9
zANs<Kafr#?;HEBiY|7wgHVJu_F`@}kipZyDS%}k}wklbE5ES?(9=5b^Bc^l49kWVq
zVk_al=Ju$gE(5qzOMVWVhg`Pj%}75nXHH^dQX-paw~^#9?k=(v0ivNa49sg6w(A=N
zofx#7lK${eJ&7_3!Gp<y-!iso@$H>!S!)!pyNaGVqO&`UnN*0WvrtFR>zf;;CGJaT
zvaTs4)b&)|+X{yar8MOr<(?E>nqvRdpz;JNv?a*+#38LCz9!(H6_`<ZE~coy!YL{4
zS7>N_s(;pm)-}(jg5*rrN%5WZMt+=heuQ>E_K41{XD&Qbl>-%mQ~*WdlyrZoAEl$D
zLz?6;KTZp`3w^<9N%YIl4?jK#Y-M_>!}dbcgC!P@w2TcAv=ZXeVnYtzIGo{g6YYc!
zGT?klrXL+RA=zF6A@WL}r#f%rej}@V=uxjOJJ^%BIB|C%-)0Pe6!(G`#&Jj=GL&Y*
zk?jqdDj&U#??4ST7t#Nya0&UH4vFITGejD%X1}xb41g(h*Y}{&FWj)H@gc<Hll*xv
z5|SA+QN_+wm-brUg-9IUix-$PfSa}PgJ~R1Zumxz7S}MZoti~1rFoaW37Esy{HKtF
zo9Tgy&z=K5w?+Qlp-0)yxj+tx*FxrU3Nw_lJG4EjiDQZ`SvlMVvNg2mO*=bUSDV+`
zu9Y#FG=k|AZ0{@(<%s!Zm#decvARxsi<Reni&d(v@mjb-1i*g!=#x0Yhl7CdM7CZq
zztV<46>H4Q@HNfT1G}1la2&{MVDPcP^hd?EAqFwIF@3;612O6DIy}uMQ<(h@ts((+
zg;p-`tMtO;Pv86Tw|=6to>(an>XA_2ENMXxn0}jaUuRPau%haBa`HY7-p+ua;6QT%
z17_ulN6|Nyf;WSX?11tX`jI6*7nh8hJ#;bRb6Z@YS#I<XR@^?w%q}Jeb?B@ow;n>x
zqZ|(;DTDpq9VA6oM7Gc_D+ja=mIN+aM)xi!(PFyJlm~`>y1TQ^3?#G4j1CI!>}UrX
z2RZat7#9%zGa0>!PpIdlhiip{=ph<Q|4=a3h1%*Aenx`AiT)ic&pA~Cxz6XU_EQ$)
z23@`a*m0c4!E?BZ$^&qP{q~pJRDnXgbvYc;ZjmBe+HH%gwM;<e8y6{QCcKL97SqX3
zas51U1wW@?;b<y82d~E&MXqb4Q218_KvPyFt*od1g5uny=pitwQnauFq1A=*d6O2s
z!^~Cy$<H75K{r%o?$S{qE77kF97(*sx+brp8`=ONp}&rrjDD7C8q%?P*?LwlT~FW0
z5Aviz!J2P|mw6~wK;l@{55?V&fS~*WN{2>@N>2@oADQTtGhHttN{SAdU)Qu%urwMD
zl^Bdld`F9CH(HH}bnYTX=7wC7<tWNq2rsF>S32{w6`&B-Hio_p#BYYQoWK9pq)J@k
z%PWG63vDP%(0EsHROR~!Jd(Xh<<NT<rSL7}9$=ymlThjrR?pO&irkq!gdZVsSn5{<
z-Z;1mNF;C`V<#=sWjfzjA#|0N3!?8BcAacbF;`f>T8V{l4F@UVK^w_A=Mmt5slUp~
z$tmA?(y(!<R_HuSYiqLXvgiKO_84ZjUp_vf?r|o}tVrvmBtvWgWXqbXZ0#20!iU0M
zQ{E5#cQPKL#sNo|HCE1$x1qEpW1o5mM8O-y5g*h8CR8CbFnC24g>ocIJ{7N?YV$Nf
zV}Wx7r6OSGE;SD~ZjVNt|A)7?j*F`6`iB*f4gu+qZWtzj89=(bTYBg&X%s|4Qo5zP
zLmH(86r>wz5D*0E@Hgn?eR+93&*y&Lf8K#PoU_i_Ywx{cpZV-Hd>7JO7$$oq+`h1c
zs&j*~z1%#mVJDGo#n2Yxio}1Cjp_O}$17U(P!(+ES;K+`W@8oqW<u-Fhq}!Z{Z)46
zJbu#;a%Q|EmQDA*Lk(V+^K$4Mq&w+*-!j00j9u$LB7X}=J$yOa<+S_CVa#Wl0?an)
zeprMz({p<eGwciv7v=QwlY-Jx!(8stlf?m_7SA*;?~etMsO=Q4iJR}=0~}z?D_T#s
zz5?^7EgtH93L*0hL!D_+_M<<$oQW`^$aAPIWh5MH?Ph6n@-b!7pmOChI$i4VH3WCA
z$)ap+-H|mro>j};$RyS!_-H1aOidMvaq&Q6mUCyKfvrRi8C76cZ*1vp*q5O4hZ2O-
z<s@RMG}FaoO%y=mv)<a$i;j9z=|;fBRj3~X3;#W!SC>bLj5$7dMrae|>2@TUMAVjr
zofi$`<<%$c>J0A;U-{O#<u{uz<E~%{5*_Au%hI>)qJ|<-$Y*r$WxQMPeDdGP>`eC&
zy$dsKo%?DT6MQ!cez--$eX4$~8gz6TXWiJwQ@kDZI(1HN$hV`1kTd0uHX)>N^;<(h
z<wF6scH8}pOK7a$MeR0DpmHdkgL7l(#YE_<4x-Q*9g^D*a1PokZ2SC;OQG;d|B8cb
z2`K617^bcoFjf8GT|>e4NU2GSG%=U2xXAsS0@+W4tZnUaOjz)YW<*WO(7visC4Xpe
z)-V-K>;H^ghh;PO&}pmJev`R}Pc6W7kBht?%W2$dRk;3E)WO8sx1tkcnP#QAb?=m&
zqXQf84E6ifnmyPmG)C`@=mE~q5lx3;Fh$u3KlTpxb|wWIE;_`K)1#5^3?-D4kyqkm
zg5Cye5!Y%atK#9bilSi%_xRh5l-du^iFzyc%JaYGdYns6+wt?R(<7na(6WRUGD@Ur
ztI*{yQ(9Q@tEq`5rN3&~P&zAq`O#&|lA~%FkNo+x!!`pCm3GEmt0{}MZLf{~DnaEL
zKlo>O&1UO;IviH?)CACH>a>YKzIo}f9+vc}0boJhdp9MA#8@3JIcgr!FA@0fF>u98
zLy0aclMbcz`bFKu*hjwY%4CXFSG@d|Eaea_s<05GaNTV&wKV;yX`??~gQMupN^J`R
z(?fRQwO9F=``8NWu|wmo-aA7y*&hoo6}0CuzT!E(SCxo3nAAw_a@J4I_dvH{b*M3n
zXA0j;P7T{&O%OOxa@YxgU_2<b(@OSBQ)6ve)66!n)n+l@ZqO&bD2)~AB)9-^AHq5#
zkJXv3Ffi<^jCYvGSM&x^CFcM=P0eI%&km-TbiWQpSrT;WjJfuu209Nu!7i$;DHrt&
zrGCZcM7j{6Y;bZ`S7Z}Cln@MWUC-`9yIn>3X)}?&LW(xg=?j1kf<YEl;Y8N}$yL*x
zi_kWlrt|&GRyvLp&v-wB;EaBJ2I#7>9O9#c=9no%TgXw_qZUuED;YvTHrH6@LdY?U
zWX-?yn0sT~F2uBlUs^w{P*9GBGeH8~zh<X!v!3{D_|s0VmUncPm`vvvZzR)~UTnD|
z-J(&Wp7!`bT`y)1h#q#S%RL$EJZW}|pm9OB_-@-6)13ZNJcE|y0uZqM*v{#2C;&Gu
zs@r*ylY78r`q}ovika@$8BWl&?(NoH`izGg_N`N2m|hH1`aGcYx5dBXtrR{CL0J_r
zv}hkE+*_KR7BW}wb|lu%8h!CyoC<f$TXDGct%Yz~kwu>imD@%sJTr#Z<a(M~w}T=8
zona?N{mr!s_q)E6`yK!e3)Xbum(IZ>m7pbUym^)Y=%|?Hn(bcpjPc<^azbUc^)D~L
zLla0EOF@wrUA5)oEXQq@Xkrj-ntSUBe)Mg~C%b8NicZU7_}*hDby+QB^z<6b8i`3m
z*tku`;u;p82yF$+B;AI%4=dnrgg?#b)aH!lp=Zw}lHU2yy4c24r@#Cnk@i%jKmG;Z
z`UfwoZo^CaH<Fob1nB(vp=aXoPehCo@{nw9RW8MF!b@cMSwMfg%iMd#^74*T)()$3
zyH7{)WQXXx2Nf4;lChQ1b#yUqbyCHIaj$l<U~f)imiSOjSUBD@j3kn@vFT{7FMo6i
zCY9-GO!ez%!_JW&9UyrK(<8$p>|uD<TC#3-)ZZ{92;%qOP^a6VGqF=4yC0jPoTv1K
zLR4+=S)WV6PBM^Wmjm68P6Y1@ylbjxjhHqT@zwoL7~2!7T49^+e5~1@&Foj#DzyTn
z9125~x^(MvT5WA|<C1V5lfy{6_+OO}SJBi?XzzE3q8$dcxI|HD>@DZ>$c7nLZt$MH
zKoMTge%5_QbK?FT!_Zr23T3kcES_yrZHDaI3$r!_=t5PRaveE*w?(_50mkDzJPFf?
zO&(iZSqY}KYK=$FR@;=3o)8li)mY0h4vLYxv5Q0vsp=Ixo*oK{uBRwYm7tG&V^Ed3
z75sQEQOX#;1ZI-_(l4}sK6N<OnOGN>XEHn3mJmg_>X%JmjYb_@^O?=(DkR-bUQXEj
zS@bS-%7fjUU^g-BY;4nssLzzDOcNjKEoM$dtxg3$+uM3{S)B6V(@`V=XuZ*ey7lWT
zw1G@<V!`q$qGeW~0^H9}Kz_1Guyx0=EA#lum5v1BjHk9T*#kQ&UySZNw;x^5XH$qC
z+Cypcka<H)xtk)b2yGH}n6nq4#E^VNVH1BL8OBBx=F4g1OvlTGbZg|D3-bKRQDny=
zYI~HKqH8Ji9(f{K3iYi;=guuOOuo9NG{=S{T_O)ZCR1a|Fo!lxw-eq~t6dRZzVo1c
z_NFFH%{7Uq`ab)E4QPXRu#S(>q4<VDwzSqk`+VtgPNOIqZ~ZRwG9E$e_d(U)<oupP
zk3T*Qe>pV#Zo8~(RU(J5u)W<O`4di?=KAP|sTP_#!hw5j@gTWameK<8SeAS~_#%~C
zXLdj6_^PY8^XUkE4JcotEY7)W27WpFb`jmPsV*jxX-1VhA0_rq<Y7%gJa&^lv*x>*
zkG<m*$%5A~J+8b|7Pcf3oM&irO5F@Nq=HnN6%IE0bD0Xh;^^9Wh?!B*KXQps+7cL@
zNYt>z>%m(MZbDnW^4c-n6Grd;tg+xy$gJjGCxONFMp147(D<gKvwHTCZJ>~qe3`-_
zML>MZ09wfCYl(-iqIyE{-!1i^cj<YOBvvh(RdI<D$HxPZa+%}#b}1v6iAiwP+{xPZ
zUz?LUEq2bA$jvNgpJT+xPT21$9k88%l7}+=mD?Fzd`vr1gSTHP9P1T!=r>}(kCE><
zrhF*-NXC(+B7fbrO!*C`$n4Ao=#>aoXsX1(5iTyN&f8Td*ncXz)N?QRV^EIIcPO%2
z=_EhRIAi71q-Hz^R@uiB15|It{$j6UGl{CnnmMb!qH6vwya&fqm?EbfbObS^)vS?A
z6p(mGNO5M~or!NwyHs@_HF^VZLu$TB+|%iAWijQZbv-Q;9P$-+Os=(jrK>n$X_9FO
zo}bNM6(?L!a^?W*-wsBl>cjGQTm7;UpOIYF>N+UP^mA1^gSUYI{YoZpPm6BHVCBi6
z%49OWn_P&N8iRjIM|7wD-B2oip_lE!s@PT1A5?PFg5YVc<gem=Qme2IY5N8gZ(nk6
z2RF@|Z%Q)>iLkdV%)|yB;X7=WEw^Xj7N1ls3V_l$FF1FpnD!dCKDlsS;ITDZ2w1R4
zEWK+$6>@K-CR^P6<RVn+O(kl4?V7kIy}x~TOK_eE@!bTav9h(!Xj47V#67unVBB+T
z^V|E_uP=8OLrnT_<)JQP1`QC>CLmn=T&0Aghr3^T-5Av0*vo1D^1kOgQ0#QUwNz&&
z*uCW_$cC2GV{!HiVW0$C-~n$QDR-@Rq`f>Z2hm04D&8T(xReGz%bRT?dyNh*RQb%q
zsHY`Xbq|6+PA&SkKfKu0Bh2(Ti!{B6BQ3fX+}Dd3>v~1!d=NNSPFD(f%U*=FQ-Eno
zDak%sq8=-<Uo~<5rUuz!6qAXzd$k+YgFp<YS3;_Hn`QY~!l0?2UZ)xvO;hheO-du)
zRZZ0^rD}#HMYg6di^Bx|$IXi=j2BPG6hoxK2rDP`^5fCN`84v|%55a>aNzs9x2NFI
z^l`*SrTA;3KFUsfbM)nz#%zg@kvlVE<HYMyc?VstOLps4Go7TytoR_1r1X#>myj)0
zu+zS&!=6{`x%pkObD-SI82f$BYi7o5F9(tL8m|uGJV_>>e^c;i?YSeDGf3nS$T)eb
zFfP56>wx@Fgqk*QRS(D4nX474BDT$d<|IdW{wztzBKC3Txx~e&Ss?dkCfx`<44^_S
zn(I{yHmo*K_;3N6#Pz_f=iCN<j%>_K@6ZaCU^@-9?9hMJ3v|;`s#QA8UzDxi=HoUM
zBRviYW3Z#834&(z9)i1tcV17_g$5raMwk>%8GorB%C6dz<CD~{8I`&;0(LQzE$kSP
zWu&646O7VDJwBm9CC?)Z6Kv2Y_wlfnX5~oO4N|Q=-FfM=h-K-lQr01434VIAo_NhF
z)YY@)wvTf~EvnQ0;T!(#oj2E3L%KqIBK%PdyQb3~?48QYjn#(JRHq{6TrR}%R;NCJ
zD~Q4e*hfJf!y>|yswup&SW%wZyJLx($qz>{(FI~XNu6-qLa7Afc^9(Q0yy^Bd!(d?
z8maqBF5u>v<YUk7-@DxSDhk_!@Q7dK#Ii8mu6de=Q3n$-PVSc1*OY%1es!!%toAPE
zVO#EaJoC3oTUIa)nj3RPpZ}dYA)%v*ZG}5_8d2f5C3oN9;1Vr0eV7G~dQC$HeIDeU
zZE-!~`OI{gFlz}{0CV3_NjR+qdGKF1;}A4g0LM7ak=2W^N1x}ID?HxOCG*j(Th-@$
z?yQqFaHm5oh18RfY&a@6P~#DaV2$#=-v?|Ir9~yTZDjkPI9v(-OL#~26i3ukmMR<z
z`=XMCJH>*PhITr9Ts1!E8hsAl!&nUUz8dpq`DX2|Z4T^OQ*dABRgJ3YzFYGWs;QqZ
zKJenS)qJa`Ukk_5tyT6_J&)g>T}PhSXi7>Lu&(DhqqH9}ST!vo=IF_FdK@zm{r*_`
z_V<JQQ7>x5^F)9*x{{|od{lrx@N&f^J%Bo?@%-?;pCH$Hq_;#z`yuuS{GNoC{_U*q
zA47OlM)_X#-XbXlu(7Zm%1Q>xDEO#_^Oe{~S|sZFcn<d~anWm}v`IJNwMweyqVkq)
zbLQ}Jc;jr?=~lC4pTEjsXr5Os7bTw4J*^k!m!*n|>rh<jMVe#aUxBUYBgwmN<ihLn
zYB-}34|#CTn$u;|(Yu&!#<I`e4TQP5*moKw3a%?VHRzJH@x?GD(K8heJgPRDGjxpC
z<`6Ns^sw1uA$b?aiX7(ub{I!O-i79jf9U=ib1_woIZY@g4oWz(FgMk{lu*UORnodO
zx;F>QsSJumzNrmw>OcbXYyTIdq3Z4;F(sj2RN~Hw#=k}?u+Ieec;4%woQp7sHEGcr
ziJ*NSJk|}QYFkuM*I`K4SoSp)mG`*hhb-GLPk!QN=`M+Ne<q31I@YMJq`zu%aZeV4
zvdHt<*S}mCZ)$K^jZNQ@v4fGS2m@V-Y+H*g%@)`xebGWLn2!R9*w?IIc{d=+p<gCz
zwMcoYQjYF|dAtAqhF3jJ{fnU3`XCj3$HnM(8*@teRuA;~0tL^-6p9PQgHcfQbm`D1
z7Vm3wx6an0?fM36>=bopW_OWQhcl9S4Oeg^ePK1~1zfsm-|a}FAj#~tZ(+w{d#|ry
zU_D+xr3TOg4NY5CZUFc%!yJrZBwcX<mF-_<R{1QXBy^(g)=n;br-5!byt84yvl_`h
z#}*K!!C~N-6{B_`>Mt}C<bu7{`(zx*Q+V8pw&j+a2yfbEYJ0XIq3fRLb?7pXY`jXo
ztU^izV9`&?JyT2~r8r<G@e2BE@aUzm4AC(!zUPVz1VyjfuGD}E_B8<A5;s*7#zWHJ
zkl(oTh-p$<{!L(j(sjG<v#))P7Ci(BuLR|!LgOySj^FB6%k-rSMxSG~H#a*yKM#2G
zwZ2|$Fr}G)AU`+%8z<Rh6wiAMvgpPzvKSL+fUC<3GNF=Prx}HPub1J)S5q0$EgMa_
z=9vC3WW`B2#Wzg&!^e>m4*MT?=)3Ek6@E^2Q0~)T5uU#_TA@}g$#>YyR<=&pV+pkz
zNhScQWnSFb86h@M%1Js8(xO#V_6Xp2)_MPFHB5Tf7CUm~gC;KRN<;wdB0HXTEQQp4
z4TW-Ri4o7V?<77Ien%+eMM1XPiEpBKNZ@$=nMzQtYA#6AVsLkKv$Hz#%j`=Migbl^
zT=cDwjdSKaHe;UAmwpr!Vc+oaWg)x{!Yhw2=oi=Vh3N*B@8rcEDR#yo1z@<_SfB~|
zK_<cbdr<d;<5|%6c%odzcOt})hY2fRv1JU7)^Zh_Shk(p<L%KUw+cQ)N!}(K<=d5<
zU$sllQwnZfDq7O1pt!&1v1kU+UiNM{i__CSe>iU+ThI``hIJW9%r2d$V8?ATc?&Y+
z8zZiJw&RPf@Q%R3kzf4ud}(sZQu@fxhY0&A_gVG?)5kB&n+)Gul)4Y#Bi$K`z601D
z<kpxUd>l#bJd?@REs*eo)R5-nZ)+;=0P6Gh--G1NMpe_<8~D+cPGi>Usj=JRG`m!7
zjMMm=RryWU%gTN3;Fa)NKhvPgy)#?~4a%A!HZkbC9Qk72u#d{|=+x7zUqq%N67X!Z
z`Rl2i-O1Y`s8;y^vLi~0cx9_vG7DSkIHY2`r?8)Z)DfG1d@X4{KE7?RIX5?zZK&*}
z#G`t{OU;1zisQzu!YGZp`IqPvbX<jt_cyEUg^os4ipVsv=&2dl^Q4d=t9P@jlIf5Y
zeV@9>dNMH$jlL!8N&?0l9&@Et9;zwok`-;icxHQsKh->U6l<k)3&j1{Y=%;v0Uy2#
z7TC=hYnz?F1Q&dKZ3q;{jEHJt6q7YAXK#qvd3SWSDmSNLDctOMg}a!hzD!y^${13<
z=K9e(gQ((5yzgVKqFA|!Qs-v5r1z+NBP^nh80r@gXat3Ejj9o9MMkP>*fysgs$_0;
za+25sckm!Mw&I)1h?)0P5+km?ORn_lVB{5AQrQHu1;kI!;dS}?z#E+UX^QMg({48T
zVOdjJl?Mrlc^-2iesG+}Kw<Xa`Pb-3O!v|nr<Iq!PZ{r7XsYWjD&2l{D6uQGIjjB5
zYfM@uC8I(*NUPhvI`i4Kdm7uQ%^~MK<jqL;XHAwxqf5E*J&A+7ex2jfm5Km-2Arid
z{VU3LrmW0mr6jaRY33$OWZz6hQU=*9kzvj}8oj&mY@D`E%3{Yhfw4MgE2%5xm6BzB
z?9j;dv{VeGE<!q*ZzmhVn?9sDOgt}Jo!;h3r?Lg6vA*+6^pPiV&V2BKHWM<*Oy3cM
zvrvcc{#<LV_cAOU1ss-aa&W3YToJT7o6%|R(vtN$_iNI^-fqljwDMb)sPoEzQSN+q
zLy=v%ZG$nk7N!cC4R3dkiSWmfv2UM@R*HS0cTby-0w?q5>)9?07kzgM1g)ItSt!wV
zSd{3WFDYG0>~b`e-v0(0?VTcxluR%tJ4C*gTMP3gqt|S;^{OAROy*flqCb}as_Phn
z8SLiK?3`bXQD9SP@$a_1%UlYiL~5~49lu3qzH6-)I@bL5&LUO55Un|#KkgydYwc@M
z<Nml;bxd5l%p5)1uZckVr(0i}s>7<G2Kiuupyy@UR;uQer=E4PgTl39*z*(6b+6>M
z)aEIRy$F-rZUc6_AsK82`t8vosggBs;~1KrgRI-WI!}xT=BRv8n+~rI46>-zAnC7v
zktc_&$O-IyQTxE7I_7Eko*s-Z2rgnC@?hh&6jMR%BL4AmlNH}MgLBeF?qd{;$iQYG
zPc7+E+CsBgUG}0`3FDA5v+O;0m2k@pi(#+qg5?Oy0xUQnzSq9HeSqq9wEuw+jc~k~
z?dKW1&7_6Np%aOOKIe!%+<+3Id!>iDtvtsDw3>qGy8T|m6!UG9QI8xN7wg_KYjVBO
z?CdC%PX7+C)#ulideH?=XNXy|Z>a(j9x(3QHy?&1Bc(i?AC0eL>J)%m8*)Sk)X9oy
z3UDIfj19afz8CjyN}_ZHN41)nJ2TgN%UVAV2F*c<WNg2l%RhfIJzW&<6gcqoI8CNS
zg_q}vSJ!<M3Epg+wVmQ*h4*>EbGqooBgAFZlASzgHYT-)560RL?o3!ZWmNWko-v#-
z%)&L+Xv=z+T+DP4VMs1pB`fXWNYW~8pd0xK+jNR4P4DfTMXq1)OAGXZ!kDf$KU)q%
zGs3y#MjoB~0SBoUnmQeiEcCphxs#$aiyL@HuCBdvI`Wf3B+R?P4+@?~b`w($wz$SB
z*sn0j1xbWyVe;SA$l2+4-nec`mCT5tNJ{G4J$uNDZW~E*4uSX~ccW%VjaRc04H1{B
zd3^G1KxI8zt?W9jNzC546oByHrF_u!F78Wp@~a#ijPj-4l?;38@;cQm)H1G-r1;Zq
zFC$^0{ADSkypAc_58!2MKHi<|wPNh->od#M_)8<R6<+1m0odhazLJ&~yU437WQU9?
z%=CdLS5}xl3)0WB4#sMV-3sHk-lh|U$I<ZIPhhFB!I}tH)={3PY^4k(hO$?U2%2|$
zsEy}O#JQj?j5bcNU0e#>&6?VNJf(^hzwq^zT+h8~G^w*5b_}I^?=`~B03R)bF7X{E
zpDcOc!etn*hX*M|`SaMdz9xF9>A8IyW8Vc~R-zWaV4sfKoqrN;(NMD+4}%H!V5<~3
z_K-Hwke*dW#2W{=@7--Y@4TmEJ_1k|e<m%Lk(qEeM<RWxV7{#(bxtUFiJr=vgS4OG
zB@Q_hvu*uNv4`=g<|)|2r$fE2I`O3!4c<%VC`zKHBu=I7_4@u$FOjf(@j9S%G2XD8
zM4<*DspOime}%A&Vg^!*Q0Vg#PhKjw7&bZ7uGL}p)0ka`SZavAK;MEG5uW30QMguf
z+xkgbt>U^6i!Ohwp<Kb2>SHrX{Kp-+)Gd1s&S9kHxTppq#jTwu*|i?0NRCHTZJC(^
z58NMqscL)yW0;aVCXD+cWu&e`Gf-FKOzlO#s-nrI<QAPLkxiA>@%31&Pt?Bx<+^cA
z<U>GUhmVPRZ<|#>V$hM%r?)~Qi&(sj?|g#08`Sa^UWFJ>6OwrK`_BhCUVMqLIcm}d
zsRrwy=)O)@r**%iNs)Q^*?l2xcKlq+i>X@w`w5cQ$rgiQcFv+b|5fQA^7~3sBZ(<m
z-D{!SRk(`#UvQA)C|1`8@VBOfADv6eh#Z!aTa;DQK5$TFlL|=-V-$yEsZ+Sljgot!
zoRKpY#o7g%?{}&i^-QvaE|E(T2n~h>08WS6o;2c?O+G6dI{f6M)R^8!CnA)?%`7If
zP_7c9$iz>R>(;RUotatB#Czqzx~LS_{Wxx{NlO;Yr;TgDtwy(J6tQpF)B})H1E05C
zgY?h~hxXm)K40Va%YBsiunH<43we86^cxt!nCG0guGH+@+V%yTu518V_^uFjqT*+T
zp1C)^+^F}TcDDDl)s=M5t)@>@(JP-sL{gWEvxQ5TMcIgc)n%~#KBSOc*5tNv9~$HY
zhY^1F{E$(UWWRAIVd9I^nH?@rSXC|MrGZ_M4_Ab3|FY@(F7eyfABQFGCuesk*s!oz
zvkX=Wm?=#TCXT=bEpuG?klydPTc1t_H@BnF-F-y&DsDkfp^)Lw6C3@pk{0_@NbNI@
z44$gZki<{PDgLBITvGWRN)4)7d152GwO(N{kopitS_AW5P=IIQtBj|~q1{1#2Kes}
z)q-4k5b#3Cu;^rMG#il@7(N_&9Lnij?P+WsM(3sCyK+hhcx*X<wjO^0!9nR@gr|;n
zKdE-}qb$ur^kk#zgyU7Fqb>FsH_83yz8M7gn`~yTf`+J#z#bE;ice&rf@yncrS5iP
zr6*^v(LX&wnnBLFn0mCU3Xz;Rd$^TCucIH9C<?3YOl8r}Em<UT&tfR|EDY&UI0-Rl
zZld(b3yq7x3EZ7#K-E@L`XF3+tF#<a*xKU$30wf0g%+4halS}dcn~7OQGJ(^s6oAz
z6>s+KX|@%Z<C~kc_))^iRdxOsW`99rJZD(<+YKk~Wm<2CFIh;K@B?9uZ|64MogBz3
z<k3N&m+wa}e^GwgWSn9Li+YMZ1-9CtvVIp(AN%rDYEGW$EYZ*e=h|shw}_?z`YZ{b
zi|z@WE?cd{l6C2;zq>HU3xyh%AkwnpfXYS-Yf>!17oNH*qMe^ILhuCFNyMXc;Ze-&
zJ3?}Hw`@ip%2wQcG2Z6@KY5sq$pSR7ggljR)BEzib@b%<GSf1TG{Z*GG}l4@v4$Q?
zqaM}esNq^{-x7<Su_5nQSOkaBN~0D8CjOQw>}%tv?b1PUBc6|L?F83chsy+bmDvK)
z)-H!ZyuDv?ANb=2ckpD}RfmO)x47PkEa!^VFBxc|QPmteFr?jxfNZv(e{50bw?oUE
z7}8dm$>C-pY*K3xBP_G;<yQWvI38nJ?-pLj@8<7oiwwr*G9===R;ggQ>!Q7#peCPT
zsGIP0z;U=@!Pbt<od5QBbV)93WA_+|{s!K+FtRr`KHQ5^*v{PyQ^q6X`(N;v=^G{#
zbLxY|+ybXjvBwvUO4$5sc;g80W8ba<G`(L>U1c4v+mEk>d-*-03$3UD@G)tnzm#L;
zIC?Ghs4TYs%^g(h;-q6TTR_vpPM5ru=RS!Om9Lxy?=o4vTN~~l%ue;_(s0IHN2d-R
zw<|d}<@*pKvl|{i##mC@{NC3%vX6Czt;i*Rpybh^7ZCqksO{KbRNpQV2yEMfwtv#)
zkgAWiYjS3ou_T%i2&HVt0ud&xb>a6ZmtjfUog{%9a5_HQHz<;EL!r1rJ#VR->d;*Z
z1`iJJohNn#6rZ`AqTE@Gz#0{VRgk!yWEypI>&T&(bI5AvRos4xnp#bKOWSu=qyoZ_
z@RrQYKBi#wi#Y9y7+@HinC1Qq4m=3?LuylNv6O9f+?EPiR<}bC<MHU&kkiVTtLK_r
z&*=Ho_l9ahE|+WFMV*@Gg^(Ei@x=Rrud=8jyE<v@>NdOW;6`UYr!^YacdC~TXfz*m
zF`BxGUlT*%%YBPTq#KdALKM8M2?|i;8f$g+6a`A+JcIXp=<74KFCZ{vGb^K)M3nFQ
zpt9tTRt#2GlkeX1InTE#CTZKK(k(F!NVR@{bZ2?zf*57f6o<sMjjy-+fgs0B@vJo!
zrg-f37ExfL+tZn<3mRK9D>KR6@vK}`Lkw_;wd8FnC5NN-L9X|+81YkrX_qp#DdDdU
zUa)>$g<z80J(FrVHKG5O;Aj=`0Ck}w;bYWzlDDUsUxL}3+q_?*^hR0Ia`8xJx>W14
z@G|=EbrWv4hKW%F6S8mVpbfny2r%#L+2Mj(NUwzX>ObF_ze}kdvIGVyuHDJ|q#xt*
z=Cv)^L9jR{GDhI#ekZbOFdd$&%7OyhrmC@8-!#4=UueLK_BMZ;3foT>4w{M2C>fPC
ziap|7-O_G_F=jm~5^9;cQj~hbM5#&6pB6EYg--?%BVrv9*G#awD8*xWx>KOUWF?=r
zp)>Y!cB`We3CZPxcCyQL+1lXFK`h<_fyQ{VQeytpqI<mC+E6#DULuiHgHf(BYRe8}
zq4ov`RKUH^=)ASjSgWk6-VotgpO25)PwDUF=I=(Xv9PjK-d;IsxV5iZ?lMo?hBneh
zz3wY373Tu2UVQq_lu$U8760_;8I&hjd=j5PL!V_*jWexUWekVC5oGesh&Fj1AcdsX
z_J!jkKiB->w@rai{nk7A8qdw#BTn@0F@8^A?JZMt<#h#ZZncFqcc@+Pb~KhV$Da~>
z#Ne;wDi2oe4w!m}PLdL2gi&pI)tjrYWlhYUe`>e(j;mLKt1c`@Cyl-UT?dzvqU_Fh
znQ1OdceZXG!n^<mq)&9a1XAx<CygP{hT$**qoapPR0g6c+>_#W^-LgaTZD;TysECw
z9Z^g2_&HVOK24gRC($0Xh9&Ofycj;__*yLEkQK*;6X4OrSV?_eGiIhlq?c1V!I>T2
z_XgY0vKb%Ob)C>%QYBFri)$FDoz8QB+y^67U@U~~(kWcMJcxy9*VRyd>X<jZ6cm$Q
zp)n40u(IWtlt_4g3&n|8Q2O>Wajx1xr7uAQRMk1gog;Vb1+CFPA{|RbuD6rF7cN2`
zVN8_q%-zpnvyB~ZvF_$msv5;Ebka|cZk1e!-jt&@-WmoDjql+Np~HX&6I7ce8p1Zc
z5+?gw4%cItZ{h^}1M@gJUyBBszj~OK?BwENio=<5n-$D&N;XYDtW6h(`N)1OuXr)+
zL6EnjaaKl%kJ)8|4f++SjP=TMY<%@%4>3qDrGeC!g(1lgBx2IdG+<&y;(coI+>6wM
zd8fkRy7yr&E?auh-sY2=hTyShI%p^jYE+mPBP*{nvQ5;!w5g9#ob4aI3|71c?xV2z
zz=d}LZ4Y@|kZaOL3*qd#j^sV(;f`M8b_pZ)fOE@eo+Vl)SkxvLq1s1t>N3bkq1Z+_
zn~K0Tlh9P?hEq#|6%(lWXOQcA(H1-OGh)vPd8uP>m78Yi`ntP$ygF{z&*0$HW7xCm
zc>OrWw%?45i!9r|K+83X;m&N&<e(mV{hIka2L^*<-AA{mj;vz0szS*ynnSx$LF8+;
zUA?8ghy8ggx80tHTaF`Hz!~kWkHSZ~j$e}E^5}eh93!p5CT88qh(&m+o+79R=CF^1
z7kGU<iw>Mu4j&N=ANa0rFc(?J(lbIG2>mrI1<yPXM*@h@P}(HO>3ty${c$a3Q;+48
zHj{jL5$+7ZMG|8jOwfKo-V4-2D;Pq*x%K9gL}L|8du(0?mFbM0&CnS=MU~`(w+_@n
z%c0~uOS9N#dm&tM&7p16ilK&Sol~!ow{_PMt3|I|l<Iw2+0M`dl;eW|bh6fQ#ZX7T
z<5{#yW>!7l+GJlXQsTIcq4fHpHJ!GiyEL935dSnrOt+h2PqHzUP8x6h0Y3DZbj9rv
z{>nY5kKoYaT?jZzX992H@lt70$|EZ~rRSw1+=Xh`-5X{{#QofNpc6gt`=|0;UGDV$
zNvn}i%#Ojrl4rF{rL)u*e!CquK5`7ML+ZEh3Q+BK2nXfu_Zt8krlUG*rE|>0?F2%0
z9bd29JqTa-$(Zb}ztB3ap^tf?DS1qsac4_I<Z&!Gyk81!2$y#UoQX=@5%-3a>+D*M
z`;ZAndNHdM09L%;EQ#}7fkvTE$#*!HC0Ai_fIG-GH7n<{1x@(90t+zHVfY<Q5%$sv
z9rxrNcyj}1!T36Wzv*6+hXEn1k@{fWzk(z&naP_iFxC37BHR0VlH(-OKPHY)*87-e
z95b4<{faWZ3c5_+l}TPri=B;GF&om_=c~i41u(|B_u^ro>TR5fhHlF}y?dJDTrfR(
zG(x>FHe}?CJX=)dt*LCGs@595Z<|iV*0@3w6h(Nxj&Ox<p{oLSA0^d(#g2pD9*iDi
z<MsE$)bV~TmIQ0W82Y4AH><_7fi#hNr&yu*QSP)&t6tEDXU9akh2B%2Eh57d2r=fA
z++*H6QK^|Xirj9H(kz<MA~tI-$!$*sNvBzBudunXavpN{TcflnslHK!83+g)zTI7!
za1u~dS}PkjQFxOLqLw5HQ2`c;^EX=oUd04xK;yJ;V|mLHdn5JT!LX=La}$n2Qs6X8
zZF=e#FY!!)s<exX;;PSg^O#QW<!#FsL}(&?kI{-><@@A({VMdtF2aJT+gSgAdby7R
z>HJBtXF(ww6O&x_H|vBc65ONXD2Kk*Og93)&0xQZQ6l_Yp9`EJ%o>A6*{O?;e&^OV
zFMY^Mo~Mg;pA_FpdKW15#j?|3G_ockkHI490pv<g+vqOxm6V=3uN-f?!6V~)Gw#`K
zAkxlR+e{~?)|px}O0caeCb@#|Cow{}C0}DJMh!d!=PM~I2DV@#z@LZkKv_90bmnr5
zttsbQp5;JH7J+ZQJARs7T&?bg%>4u%2is>x%A1~dbLgzX4@A^<T~+h84bs1PG!vTb
z$|7yn2-o<&A=Nz~p?ja@(NwaZA5%zKt`e8lwdQ>=TgEacNOR=o^v2eMe{X$eMF^V-
zE2+9hyWBh}y}*U~Rg|~GoB+X^w57Eb*9f84=UhaY;u8k^Og4k8)po0Rt_7)=qGsX*
z9lPmh(i@Xe1j9&P{YsPf=?w#Wi@yl43|8N27)${%ttF*A5r}&7TF-gaI`4sT?y8hX
zeyR{B-Dd!sCp*m%>xK9xRCWIy6r{7b{OzscJAB2D=OGx=Mehde+K$U*fQv-B{YL#}
zTe0gG{7N`STk>UZ+c}ISzJfy?QKtJK4}*&iSE^Z~BZz}fPi2ihx{(9s+h~YSA0A15
zfA0Fs#f+Ekn4Yrp<8dRK6jS0A;k!Z%R!{q&r59b%LQ3GMkZ)ZSE`o<;lDdAF&t2`K
zm$h@IOT%WKRg?RTpE*prtL&}$nP06Z2aXKfjc}mK-9sWzd8~VHlvAMyP@yBX1b?Ku
zVnnLET3_<|I&=Sd-g<h~^8(@bD~3Lf&%fDV)sTZ%%)C}9q;D;%6zAMxrRNU~=l>r8
zT>nwv^aejw(bx`74bWAPmy$p%+Y0J3K+rGj)|=9Xe`B|b07L;|0C9i>KoTGYkOs&A
zWC3yjd4K{y5uglE0jL7h0O|k@fF?i-pbIbtm;g)xrVh3a_K2gMoiV@+00;a)bp@CM
z%n`p<0CQV_1;7$u>FH<*w+C1OYyh?ZJAggF-pU>hZ~!<Uj*b9FV`sR%E!^Do=b7^j
zE-b(i?rh~?25@qNySQ2*dT?@ca7B=AZaD*704}!1E|vgSfUBi591d`O>;P~BxC0&o
zJOG{mFMt=^+2J2Jv^Ox9f8)^dzz_hm|3adLfDzEHzmRAVK(h#*-@#}(fH#f)hNA`Z
zP;-E|fz&`C7x)Gq_5T1z%L4`f1N)Wd_X3!r#xC$1@&B^a-&nMu8@sugxc&f^{a>(X
zZ>*1)=`SqWzsk4%FIcqyfTD%{s>i9v%?td62g?nCP~W_vK%O6O5HE-t1cUv$4S~Wq
z5s;=_Ts+kOUru?!5NZhcKcKU}HRa{v{Uw{12lzuanD=+tP$>8p=q(He`o-`Y?~f58
zM){l2o5BBa`9}jVl#3Gqr^*F{QvY`PTbn=m5s0o}1oSQpLVeTUZ;b!{p8lHb&EMaK
z2tnWn|24edPJd&#F#r$jZ+P6_v<~6@rC%N%o?o`$0mBgTp_~ZQ!=O+EHZKH$1PuOl
zm-{9H5Z3w&Lzo8${3QYk``es|HouMFH{rigc|lyiOnT#Wzk9<?bHp1_;g#pd$;|~f
z>_3pff0*Haxcq~3BmXxa{NwU}_VF908!^A#<pv^9h<|G3=FW|){SftcVBB2(#`T+j
zfua9V@Nd*V_<z&EZ&H3c{cRGzIUkJo{~V-$!vVwoQFi(76-ioKQbb!8@$68&d35}?
zAR(~3|I2~|zFAfNUXXq)GKkCn(}MJ$(!M+hsOMkKg@82XLA+sLUd~@f@DI>qFa)tO
z+{7@5n)?TS_WyQ-LSTrdKTxQ7A%B$&Mi>r+Al^W3|7-?CtOW=H5Qvcalm4rhpNkH{
z3%L;$jDHT}XOo}jKTx}WqA>p$BIL*MC&%CSz=)213jE(j`G2SXHL$;w@SoxRm<#wn
zQOW)H>CK&=N<et-FYo<J0SL|gC&>R3T)+7s6bkvp07bai&EkKvKm%bv)B#1TqklyM
z4=?vGC~P1X4=*PdB1m`<50SqcK_QS|95-vr&6xf}fP!JaEOTRRUMT1nlsA+I@~hXM
za{vN)5OMdzrazB7&>PqIOS=dg{jTTVb;S+&4_Nn2A2$y1<1Yg2`!5yz%cXAa|0Uu#
zZ$m7ke>vXIdp{lFhpZot_~YzvCJ6V9|3Us1@Y6;9;QDC~?!TM;e)>CxH|&4GwU<`Z
z6_*l21g)s{A5n{l;r|x3f7Mz4>th7$CKCUzQTxvV0#>$&k8RX9pSE1#;&4+3Gx#qM
zafH)=d459*mkupW)N`Qd#S2<I(Za$aiGEr*{%BmQ9j$5V>B<xuJBBA(piwQwOH+==
zLFtcF`YVRE^0FPRA#{(y(RL&EPwh00ii*{ANf#}<6>S15-Yxoa*LyaD6c$T0m98&k
zd9^yjvQ4(Xz83Efrf%D59$%B?eeAzbo{?FWk(TVg)dR6O+pw^?Jl!GsZuQ}L&*tUP
z;+fP%Pwwd6z3Wg}Z$Uhn-t`^xqrT63AN&lrf~f08c0fYRm(cGN{w6EhDj-`jMb>;r
zsf(rV!*K5dB+@cG$x*EB-Os@_X*us;k)79kD!fq<BeyfZJ0ETCHDAs8d5>R~`A+Vp
zYR$LpJzt-EWXhaZ0e2z}EDwKrONJ#q`?Sj2#rEWZijwI;L4eQ6Y`#-Sye)ygs$i43
zZ_T}tp;LZ)d-B=KfW<4y@7H-}y+Up-A6JE0P*buBqHrnVCR8rWYrKxmMydSI8+uQK
zDjNISKb#yuPUuYnXje`Z?`3{xssxp$TLnb0TFPF3O9BYNPv8rQDw3$(6pW=7dkf>k
zr4rAT7fB}U0Oz>e4XcEFVyMZRCxnRagX?7Lx8dz1mQzMv*cS?e!V+z34X7U{a&rYR
z>nG7)n6}%!-fo*$=PEPCx+6xP<iCqM-}cDARHP^5>w3#z<GjIG|Bz}zrcA$=;<31Q
zRrAbo@U<^C=$2XC3#4fc^x<M*8r`>E$N7uYEft|Xg{u_vG(x`L8{Hm$?)$*V>A4EH
z1-!U#JR-e(Krkx6g#w4IqXF}<wv+^N+T@pmh9N9HkMWPZyg%*+-?<;SrmPsDE0I}B
zFxHr_C%WYM@EfhPkey1C35f_zoDmvw89B}x`wnh!IrZD~vNW^w>JQp7*0|uS%B};=
z?t8}4J*9_I?Nkn|tUW0jBPsB!teL~TFgI@{yKv~kxi^noH!31s25iw$L*)2Sp3Y)}
zgY-;b!BlSSVr&kIE7&b)HHj*e11dD4rWt0+le>e|uQB_f<AMs-h6b!1ynLiSyo_&A
z;%btrif!=={qz(&ip7W(vaJVXl=)nE`b<ZZpB`w-sG#b6J4q@Azp#4RLuNm@36XJX
zU7#Fb>)BD~f)q^+vg^}M&k20gBb`cH(l*I5LowH?#+h7`UCYfv@BO-TAi7;hl4DM)
z`8so+3KKery7nfTY<39eiXka*K#UlD!VcEwt#7G4cR)E%XKhNwJ31}DNR&h29?iI6
zroM*RX(d2Qk*$6?XL4y;G6=QJO48qL8&-)i-MCw1a{~6WcVeJrr>ssSd7JU*!+Bn}
zh9s+Qa(2m-DRSMc!1@DSc3W{w7fu=GiT#3uucg4-v6Gs^<&O#FfQ5ZL?>Z8BX{t1P
zwy6V~il`Yb1vkF((o#+m^5c~-O;L|FmurWjFhz%gT3>{vpla`veCza%rd^?SBcM_D
z;OWTTSBb^?>^SeRsJUZVmKO2hAyk4y6<(L=swfe*BkgGufK{x&y;FzrcAq|9A;>9&
zN^iLDvV7nXc|l?Jgvjyxivx~Ar`9HtJQ7y-7GuJsY}+>&Y^E&C$BcbJYAcnc*!_$H
zpi)`6lt*{+LM7QQ3DXRz*@DImH9b%QBUU0xH9b-JC_lXnr7v3Ny4(@eKL|sY+j%yF
z_<nvJ=ov@UG!=5GBren^zTP(5Xnv>uQFndR{+?rufuv>|n|$@=12Yz7t&5aL6;8FF
z^~EH&3tt#U>!#?jcD2F9!E$V%uawlmD$Q)NX006C$ByUw;wFT~44VUI=;*YZuWhk1
z*L<Ww#kjlYmB}hoq6s@jv%?|PW`wU9?U{(*e`gsm<3eRoxbQB7c4K{x%HrGI!_d*j
ze4L_6Wr53{R5w+P{&>FDNU5DAUt)(QvH_0<CofiE>&sjkEbDZ;MkCw60nl{iX!)A>
z>bN*9Oohm|T1ELWnA{3INaguay4e#UyP=cati||>d2g0kpRaheFGDvrgyw6tuIf#2
zp(TzS($w@?Rhii;AE3L8m0>!$q?1xl_#f1;+TPD96P5osP}$_m8)qTos5;|hpiD=R
zQA_*&$rL`OdJu^Df*D7IQOC(7PvC*4YWcjAVHNVrk+*M{B6Y-qCJS;y!efnFrD7AK
zbWg=4p0~zX=TVxE$&*VFglbUG8j$u9sGhwukI=a98do;2$<9de8tvV{tHIZ6%)z80
z^40r$tkNp!JJ%#*@g?^q<?oh7*mfQ)RMD_lJd{zLOpscG@Xe^k4ZUvl=$oN_9>JaI
zF!EW#j6gO)DHm9!pU+6nADbOsCYq13hX%hJn(dsN(#3jrnOb=bly@1<B6+(wnq|!t
z@?1uqkS+sDe#$B+BGCE-%wy~Hpo2=%8PsW!7@R_H+^+9P080vc_?+H%cztP2mS$Vl
zKTDsGJVw2PIbKC0jp_{VBQL1<fM~E}JZGO?y4e)gznpq6fS^#}Y#33@dq3ms?Otz2
zbS4~DYJCtWP$yHZ>cA>YB{r|%s_Zl*nm&Un>-?l`T7Aw7*^|r$UWC((G5X}nHiy0y
zrdg^X@XBR>KftYKRx39tI$O@_<+58d$6kkbiH2Uc?)MW)q1x@vd;yI>c&38hy_OX6
z{#UlZQ~i288%qaPBWChQ&{ON+gO@RitS=Qn-3Z5~F2Uk=N2=R;?tCFUQ6#+3Pf^3g
zio>s&a(KpP9)E%-(V(_*Fi4uk+3&zC+s8G{EKNwD!N22U`#_{=7k6@vOY-sTsF!c$
z>h#+2(}Me@sq^(E(qQA60;4sy<2A2JvWiVB){yPCWhy#cCd*dao&N1{ubj%L>f{H#
z$KO&-G_f2L@K%OV5+_HP?hl>HUem?8g?qKOZXS2ueyrTy%35IZR4UWkNPhlNLe5K#
zg;$x#pI@8cZ}}{}CBsk^YT>ZJ`w|h|+nvPi&C6NE-f8mL5_uc`ol0pq)3AIX#&J!4
zCk?CO3)WSpB*nsbLl@J`+1bE>hz)bLgee!2W>ptyKQ%6~0HX$pVk~OPy8-9$j=8B1
zA*P{3lry89=yJN=g$+_QW%+ZmNScDLS+wM((vi2FUr(!-%BSH(CnVO+PKQ=C_*ZSW
zOdJ4#0XXvtTAaG(v2OW!ANmcS7!%bgXolsO<h`Pc?<LAWt`pL<U6RJA*Bz)Yb@WJc
zl(;AJ)}TH$%Ujne_LHVb#^8&M-YD*oN}8pvEP6N1FN0igjqFcm0Bp39<?v=+Vj3Qc
ztQZ3O)@DyFWAlh06FZ`v5KSOSx`=a(PV{pOLt7u^o?hmhlxZ2c-00aprD6@RA<gCY
zN&}u|J4)bvzr^wvZ}%;r;F4F&7?4@o0o(g>^+A2AMsnyQ1$(5tB0iqmx5V5YYdwG_
z1_uY1j#F$MxK2|bO;R6{<Z3pp_<CU_WeZgB9+eJV>~cD?>&Ph!a#k>KIL3`7prJY(
zrcBL!LGlA~#@f%H8~{I=Aj^%FQn|GWpvXU<Gc&*52)37d+rAgy+PCiC`e{<j-jh4>
zc5foG9`|C`8^zAMAHC{6OCJUhuO80Tc!ho-@6r}+B{6ikmvT`_2AA?mV!}hIJZ`B@
zK@=g)$S;&D^_baRYfw1Udc`C5q3i6E<LntHQ7LG9HPu7lz1()Urnu`G>*B0OI0Yu@
zQ#bbNyPpUA12^52<Hfl+e5taqd@nK2uUsF`Wu9afcy@s_C7Doty1)BL;*-ie^Re>Z
zT@d<WZ_qyJ_k4#Nh;CLd-j>SfM3pFC($+9P+QRt>DjY#{zXdvphzpt^D<16+_(#{i
zx5n{_IjN5Hgo~dkk90j1L{=0WiE-!?uyL6~Ina}7B%&L_Smli-VOsqh6zs`Ff!}?O
z=U$nrCago(PDAfWq>>?3lv|$CN@b5kjKF$~);wvyrs#XRUojJR)xL;Y+(AL+YTZ^m
z>gke{De+WH>jRrcOEa#x$oSaq+4g7Bj)ZP0z4t5kw5dI4Rw2(Q7G?Vn@zp@K+RN8M
z((+XTm0^9~uig-7aLCY=;T$<)Jo5_Df^3xlG46hS8RK;qXmmFfup<S<`>5V!kfd#d
z=cE+>tT^Y2RGM$t&s>M_Sa$4;wCGigMgw%j=ajNJXKiFUhVyVb!@BznR$j#L*)Ie6
zdxw71SDk32tV9>d!qv~SuQ5p=#tz?DSC#Q1Ou89aRj)9`UL<5akCfz_sC>(NNZcER
z6>P+O=1sLx0-8f|d-PoI)xw8ZN4TY$O{6P1pFWA?n#_eT*?n!Ihk%{CpIgpI9Fr5m
z;x%+`cgHT7h<`fLWxnm;(e|*$|5GR9Com;u6;P|UY4HJ_S_GStUWw}wIq8e0q@!_i
zI`neK;yknO8-R^I0^>o2=1I*r@)t>zjDWJ>C-U%yBGn@Rmbk2|a`^c7lQSF)zQUmQ
zli%P%{&6x{W?W<yBhB+?Ta%u;yD}QxCExtoLPyXQ;xq_0)I!#)y2AXImRws>EojWS
z#pxXOpBCpvVs<(yCU*MZj^D2@Wh+33wrJAxFz6~68@b*$wS?99uUu~4x7{3Uyg-$-
z&v;OknwrP%6VVMWm?$Oc4bu^LE3aqunGF+4O$xHFTE~0=rLKFvYuz77*x=#S9g!V^
zE2o+pAx}9=xHVh#>1k(EIeHvj!Nfw7z@4=e;YRUCgv^PBHb`qPA?@FSKik-eN7kaR
z$($OU<ccvXP0&YZmd;-i<&4C}FHoYRj+qL7!)C)9?ToC)Mb4E+Z!gvVzLJcnTlxYz
zQt;k$;V$VTc8&Ko-~2LiJC$6H!5%5?UMRO*8qT$Xua<16lZog@^?h)K?CO;ckEuy{
zn8&NGPbsA1;-YOdM`j*=5W<raate&#n{YSKSH0(&{H~o#S^aH92xdPo@Sc2GIJ;<l
z#+Ik%9Xan~FI?;>Q7p8<Wz5tER1_>l)+KGFyIc5Z1<x0|*<O5iL|Y{bN<S_x*+QR7
z)pcsdC`0~Q``w#YD1>1H*)4hUa@Mn%<<wF;ye;A>+BNN~WpU;?FLWtKTC>;LJ&}Ym
z1&(L>gIakU^+isP!^G~En%i0zrCeRKp)8<UjhmDd+bcyqeI@5%yuPkS;z*8VoUPj=
z7R2iYu+z{oQ<LkbQ#>dBu*j;<de987C{4YEVWCtu)<Uta#U_T`<4d7D@D@FqEG?_3
z!pcBnWq50->YKHSO#RrwjH&x!0(&Ki^@JvT_l~hnF0Kui(6g98;V{N>-);;FWD^v*
z4?E+6LcFR{9eH0~q)avmYiXa!M}C86jJb@MOh4Xt<XgC_DlNkRzCitum=})MRbFwe
z^$2IyGf7mN{qrKp)R1*UdY|S3Rdk`Iyer51ZEHWr`^mK(m6yU&^;+-x_Ec-Wf5pr3
z#54ayP<d`ML0r{g?Nx%qBlMg;MfO3M;S;3U7x#}NYo%}qrwr%@NfPHMto^+4$|>zc
zcchzz<BA@}#MxhGI^Z0#Bxj)zrKRAwW4wAklw|ppBV3&Q?Y{Ef^<#;8obyC1x?S!j
z@52G!2_Yn`ThmiSj{j5Ai}xnM<6vS<{iC*@y0ev?sDlT!-pzI<Hw=+y;6?0H0TG)-
zKu#zW2IGd@Bx@|)>`V|f)PC-4D8S9EjQ?vJF=q$I|H`BacX4oYHif(V9E^mAtCX56
zV)p~F#rU%?F+|GDS<TVd6#kP#OpS{gv1xg;!-A*`_#?;k*F1oRh|J5+I{<Z{A)@Tz
zP0HwIBL-*)qW-a4`||>^5&1V8qW0U*w9kz+WoHM|o63xO0A+DWYJfW2!}ZaRZp09|
zCb+$;3pFB#@k6HaO&ZRX`maIWZ1O5Nm|2-y!Of_d#rZ&7h(s3%1isl9g&@GTfJ}%4
zo2V@uZuVal@^i0O+1LX9d-m&Bw&{n(<gCnGsP%sAG9fm`ZpK5+^COc*{ll`V2z!Y+
zxFJS|$ie+B&gFM`h{BM+xxh_tF2CmTvxS&3qO_!g#Xs8oBLgSq3^#UlaHeLy{(j5x
zmf0=yTduckZc*O?-r~FkLHtnP;y}C~|M=njjf3-+=`Dv_b_jhSlx^l_irDXBwsJ)%
zn#0l9&DMbf$jwcy|C8cqX3pti&S?*K<*;>lY;0i#=R~AV^;r;Y5y}?7@sgjq26I8U
zxPcHZC^w9a3&h05b))Vd14JZ4{|n#W<t06w;pP}z)QA$Bh;7=xUWj6V++c2MbLt;7
zAP+AWH^N(PUexwKX+If%@bUbI27`b=2p9W<55kKu)}J&GLaTq!xPS=j{F4Uc1|fp>
z4;o@K`Cl}|F5$muAfA8q3k1XdH4hN*-!vd1Y4nFYAmra;0YVUk4FBLm_&@i*`UQcx
z{-qa0?L~xp|8s62F!!JHK-d?tb^Qk)7<5w;^dD`3U?}Kc{UXHuTORnP7U@6QBC<n>
zRK-7OKprp{vF`no4}@42|DXYR!Q6l90FlG~cUv$I<WHUQ@bdn9ED%Ie;Ez6_ywIB!
z?jK{}fkF_ew13i|ypVtCg$D+@Sswn;76#%*gxf!9h^z!+-~LY;<X?UY0|9}5+6{`R
zH2de=V2D-lPo4gheiK{&i5VaW#Pcs7he3FF{xxPqqd#<ySZrZ`>JLHVxp{`%y#9_$
z#Q6Sb%Z0EcB02g8A2%=fPo2V`-2bv03{ijf4_zVp<^EUv!k{q7pFV_0hu=J)ejne>
zLj(G+`NDX3|A=!0A0p-RXIm)OpD_aj@^XRxhz}qTh6v1mwFUke=Rm|W>`z@G+Jbrh
zln3Gh1OK4?nAA-n)qmI*c2k1&pYug52Y>n`@Fw*CoG%FB2Y=WD!G{RUKjm>lZ&IlL
z&?yK4<@&?EKoAe_&1ac^@^QodrDqT#X#VKqN25RIhRDzVx!wa2E8YKV>*`q;2BF}d
zUy&tqeVV9&kf|+XDzsxK6BW8NkUI6(_Y?|^*3E~XPwzaq!9OvTV}XR~i+g~y!2R2=
zPau?G3v=jVJjtld&I6Q4c*XYPVY@ufl_>E+l8W;s$#~RLv3#)wUy<h=i@vb$igqn4
zVhU-<+bR0RLf8yG$=<4@fTpKk>mC`3^6t8>p-zGZmD}U(;uC(Dj`e+5tm{PNQ7*0J
zU^dB@&M%-_qk1AS4$62ndk^PY&5k>5dM4m4c4pS(ZL7zm|6ajtA?X81061|~)0{5n
F>H{MkaVr1-

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls# b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls#
new file mode 100644
index 00000000..e4270f28
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls#
@@ -0,0 +1 @@
+tam ,tam,tam-ubuntu,23.10.2013 14:38,file:///home/tam/.config/libreoffice/3;
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-reg.xml
new file mode 100644
index 00000000..46f0af1f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-reg.xml
@@ -0,0 +1,698 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-001-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='1205'/>
+         <instruction instr-id='1205' subinstr-id='2'/>
+         <instruction instr-id='1205' subinstr-id='4'/>
+         <instruction instr-id='1205' subinstr-id='6'/>
+         <instruction instr-id='1209'/>
+         <instruction instr-id='1212'/>
+         <instruction instr-id='1212' subinstr-id='2'/>
+         <instruction instr-id='1212' subinstr-id='4'/>
+         <instruction instr-id='1212' subinstr-id='6'/>
+         <instruction instr-id='1212' subinstr-id='8'/>
+         <instruction instr-id='1212' subinstr-id='10'/>
+         <instruction instr-id='1212' subinstr-id='12'/>
+         <instruction instr-id='1212' subinstr-id='14'/>
+         <instruction instr-id='1212' subinstr-id='16'/>
+         <instruction instr-id='1212' subinstr-id='18'/>
+         <instruction instr-id='1221'/>
+         <instruction instr-id='1225'/>
+         <instruction instr-id='1228'/>
+         <instruction instr-id='1228' subinstr-id='2'/>
+         <instruction instr-id='1228' subinstr-id='4'/>
+         <instruction instr-id='1228' subinstr-id='6'/>
+         <instruction instr-id='1228' subinstr-id='8'/>
+         <instruction instr-id='1228' subinstr-id='10'/>
+         <instruction instr-id='1228' subinstr-id='12'/>
+         <instruction instr-id='1228' subinstr-id='14'/>
+         <instruction instr-id='1228' subinstr-id='16'/>
+         <instruction instr-id='1228' subinstr-id='18'/>
+         <instruction instr-id='1231' subinstr-id='2'/>
+         <instruction instr-id='1231' subinstr-id='4'/>
+         <instruction instr-id='1231' subinstr-id='6'/>
+         <instruction instr-id='1235'/>
+         <instruction instr-id='1238'/>
+         <instruction instr-id='1238' subinstr-id='2'/>
+         <instruction instr-id='1238' subinstr-id='4'/>
+         <instruction instr-id='1238' subinstr-id='6'/>
+         <instruction instr-id='1238' subinstr-id='8'/>
+         <instruction instr-id='1238' subinstr-id='10'/>
+         <instruction instr-id='1238' subinstr-id='12'/>
+         <instruction instr-id='1238' subinstr-id='14'/>
+         <instruction instr-id='1238' subinstr-id='16'/>
+         <instruction instr-id='1238' subinstr-id='18'/>
+         <instruction instr-id='1247' subinstr-id='6'/>
+         <instruction instr-id='1247' subinstr-id='8'/>
+         <instruction instr-id='1247' subinstr-id='10'/>
+         <instruction instr-id='1247' subinstr-id='12'/>
+         <instruction instr-id='1247' subinstr-id='14'/>
+         <instruction instr-id='1247' subinstr-id='16'/>
+         <instruction instr-id='1247' subinstr-id='18'/>
+         <instruction instr-id='1247' subinstr-id='20'/>
+         <instruction instr-id='1247' subinstr-id='22'/>
+         <instruction instr-id='1247' subinstr-id='24'/>
+         <instruction instr-id='1247' subinstr-id='26'/>
+         <instruction instr-id='1247' subinstr-id='28'/>
+         <instruction instr-id='1247' subinstr-id='30'/>
+         <instruction instr-id='1255'/>
+         <instruction instr-id='1259'/>
+         <instruction instr-id='1262'/>
+         <instruction instr-id='1262' subinstr-id='2'/>
+         <instruction instr-id='1262' subinstr-id='4'/>
+         <instruction instr-id='1262' subinstr-id='6'/>
+         <instruction instr-id='1262' subinstr-id='8'/>
+         <instruction instr-id='1262' subinstr-id='10'/>
+         <instruction instr-id='1262' subinstr-id='12'/>
+         <instruction instr-id='1262' subinstr-id='14'/>
+         <instruction instr-id='1262' subinstr-id='16'/>
+         <instruction instr-id='1262' subinstr-id='18'/>
+         <instruction instr-id='1271' subinstr-id='6'/>
+         <instruction instr-id='1271' subinstr-id='8'/>
+         <instruction instr-id='1275'/>
+         <instruction instr-id='1278'/>
+         <instruction instr-id='1278' subinstr-id='2'/>
+         <instruction instr-id='1278' subinstr-id='4'/>
+         <instruction instr-id='1278' subinstr-id='6'/>
+         <instruction instr-id='1278' subinstr-id='8'/>
+         <instruction instr-id='1278' subinstr-id='10'/>
+         <instruction instr-id='1278' subinstr-id='12'/>
+         <instruction instr-id='1278' subinstr-id='14'/>
+         <instruction instr-id='1278' subinstr-id='16'/>
+         <instruction instr-id='1278' subinstr-id='18'/>
+         <instruction instr-id='1287'/>
+         <instruction instr-id='1291'/>
+         <instruction instr-id='1294'/>
+         <instruction instr-id='1294' subinstr-id='2'/>
+         <instruction instr-id='1294' subinstr-id='4'/>
+         <instruction instr-id='1294' subinstr-id='6'/>
+         <instruction instr-id='1294' subinstr-id='8'/>
+         <instruction instr-id='1294' subinstr-id='10'/>
+         <instruction instr-id='1294' subinstr-id='12'/>
+         <instruction instr-id='1294' subinstr-id='14'/>
+         <instruction instr-id='1294' subinstr-id='16'/>
+         <instruction instr-id='1294' subinstr-id='18'/>
+         <instruction instr-id='1297'/>
+         <instruction instr-id='1297' subinstr-id='2'/>
+         <instruction instr-id='1297' subinstr-id='4'/>
+         <instruction instr-id='1301'/>
+         <instruction instr-id='1304'/>
+         <instruction instr-id='1304' subinstr-id='2'/>
+         <instruction instr-id='1304' subinstr-id='4'/>
+         <instruction instr-id='1304' subinstr-id='6'/>
+         <instruction instr-id='1304' subinstr-id='8'/>
+         <instruction instr-id='1304' subinstr-id='10'/>
+         <instruction instr-id='1304' subinstr-id='12'/>
+         <instruction instr-id='1304' subinstr-id='14'/>
+         <instruction instr-id='1304' subinstr-id='16'/>
+         <instruction instr-id='1304' subinstr-id='18'/>
+         <instruction instr-id='1307'/>
+         <instruction instr-id='1307' subinstr-id='2'/>
+         <instruction instr-id='1307' subinstr-id='4'/>
+         <instruction instr-id='1311'/>
+         <instruction instr-id='1314'/>
+         <instruction instr-id='1314' subinstr-id='2'/>
+         <instruction instr-id='1314' subinstr-id='4'/>
+         <instruction instr-id='1314' subinstr-id='6'/>
+         <instruction instr-id='1314' subinstr-id='8'/>
+         <instruction instr-id='1314' subinstr-id='10'/>
+         <instruction instr-id='1314' subinstr-id='12'/>
+         <instruction instr-id='1314' subinstr-id='14'/>
+         <instruction instr-id='1314' subinstr-id='16'/>
+         <instruction instr-id='1314' subinstr-id='18'/>
+         <instruction instr-id='1317'/>
+         <instruction instr-id='1317' subinstr-id='2'/>
+         <instruction instr-id='1317' subinstr-id='4'/>
+         <instruction instr-id='1321'/>
+         <instruction instr-id='1324'/>
+         <instruction instr-id='1324' subinstr-id='2'/>
+         <instruction instr-id='1324' subinstr-id='4'/>
+         <instruction instr-id='1324' subinstr-id='6'/>
+         <instruction instr-id='1324' subinstr-id='8'/>
+         <instruction instr-id='1324' subinstr-id='10'/>
+         <instruction instr-id='1324' subinstr-id='12'/>
+         <instruction instr-id='1324' subinstr-id='14'/>
+         <instruction instr-id='1324' subinstr-id='16'/>
+         <instruction instr-id='1324' subinstr-id='18'/>
+         <instruction instr-id='1327'/>
+         <instruction instr-id='1327' subinstr-id='2'/>
+         <instruction instr-id='1327' subinstr-id='4'/>
+         <instruction instr-id='1331'/>
+         <instruction instr-id='1334'/>
+         <instruction instr-id='1334' subinstr-id='2'/>
+         <instruction instr-id='1334' subinstr-id='4'/>
+         <instruction instr-id='1334' subinstr-id='6'/>
+         <instruction instr-id='1334' subinstr-id='8'/>
+         <instruction instr-id='1334' subinstr-id='10'/>
+         <instruction instr-id='1334' subinstr-id='12'/>
+         <instruction instr-id='1334' subinstr-id='14'/>
+         <instruction instr-id='1334' subinstr-id='16'/>
+         <instruction instr-id='1334' subinstr-id='18'/>
+         <instruction instr-id='1337'/>
+         <instruction instr-id='1337' subinstr-id='2'/>
+         <instruction instr-id='1337' subinstr-id='4'/>
+         <instruction instr-id='1341'/>
+         <instruction instr-id='1344'/>
+         <instruction instr-id='1344' subinstr-id='2'/>
+         <instruction instr-id='1344' subinstr-id='4'/>
+         <instruction instr-id='1344' subinstr-id='6'/>
+         <instruction instr-id='1344' subinstr-id='8'/>
+         <instruction instr-id='1344' subinstr-id='10'/>
+         <instruction instr-id='1344' subinstr-id='12'/>
+         <instruction instr-id='1344' subinstr-id='14'/>
+         <instruction instr-id='1344' subinstr-id='16'/>
+         <instruction instr-id='1344' subinstr-id='18'/>
+         <instruction instr-id='1347'/>
+         <instruction instr-id='1351'/>
+         <instruction instr-id='1354'/>
+         <instruction instr-id='1354' subinstr-id='2'/>
+         <instruction instr-id='1354' subinstr-id='4'/>
+         <instruction instr-id='1354' subinstr-id='6'/>
+         <instruction instr-id='1354' subinstr-id='8'/>
+         <instruction instr-id='1354' subinstr-id='10'/>
+         <instruction instr-id='1354' subinstr-id='12'/>
+         <instruction instr-id='1354' subinstr-id='14'/>
+         <instruction instr-id='1354' subinstr-id='16'/>
+         <instruction instr-id='1354' subinstr-id='18'/>
+         <instruction instr-id='1357'/>
+         <instruction instr-id='1357' subinstr-id='2'/>
+         <instruction instr-id='1357' subinstr-id='4'/>
+         <instruction instr-id='1361'/>
+         <instruction instr-id='1364'/>
+         <instruction instr-id='1364' subinstr-id='2'/>
+         <instruction instr-id='1364' subinstr-id='4'/>
+         <instruction instr-id='1364' subinstr-id='6'/>
+         <instruction instr-id='1364' subinstr-id='8'/>
+         <instruction instr-id='1364' subinstr-id='10'/>
+         <instruction instr-id='1364' subinstr-id='12'/>
+         <instruction instr-id='1364' subinstr-id='14'/>
+         <instruction instr-id='1364' subinstr-id='16'/>
+         <instruction instr-id='1364' subinstr-id='18'/>
+         <instruction instr-id='1373' subinstr-id='4'/>
+         <instruction instr-id='1373' subinstr-id='6'/>
+         <instruction instr-id='1377'/>
+         <instruction instr-id='1380'/>
+         <instruction instr-id='1380' subinstr-id='2'/>
+         <instruction instr-id='1380' subinstr-id='4'/>
+         <instruction instr-id='1380' subinstr-id='6'/>
+         <instruction instr-id='1380' subinstr-id='8'/>
+         <instruction instr-id='1380' subinstr-id='10'/>
+         <instruction instr-id='1380' subinstr-id='12'/>
+         <instruction instr-id='1380' subinstr-id='14'/>
+         <instruction instr-id='1380' subinstr-id='16'/>
+         <instruction instr-id='1380' subinstr-id='18'/>
+         <instruction instr-id='1389'/>
+         <instruction instr-id='1393'/>
+         <instruction instr-id='1396'/>
+         <instruction instr-id='1396' subinstr-id='2'/>
+         <instruction instr-id='1396' subinstr-id='4'/>
+         <instruction instr-id='1396' subinstr-id='6'/>
+         <instruction instr-id='1396' subinstr-id='8'/>
+         <instruction instr-id='1396' subinstr-id='10'/>
+         <instruction instr-id='1396' subinstr-id='12'/>
+         <instruction instr-id='1396' subinstr-id='14'/>
+         <instruction instr-id='1396' subinstr-id='16'/>
+         <instruction instr-id='1396' subinstr-id='18'/>
+         <instruction instr-id='1399'/>
+         <instruction instr-id='1399' subinstr-id='2'/>
+         <instruction instr-id='1399' subinstr-id='4'/>
+         <instruction instr-id='1403'/>
+         <instruction instr-id='1406'/>
+         <instruction instr-id='1406' subinstr-id='2'/>
+         <instruction instr-id='1406' subinstr-id='4'/>
+         <instruction instr-id='1406' subinstr-id='6'/>
+         <instruction instr-id='1406' subinstr-id='8'/>
+         <instruction instr-id='1406' subinstr-id='10'/>
+         <instruction instr-id='1406' subinstr-id='12'/>
+         <instruction instr-id='1406' subinstr-id='14'/>
+         <instruction instr-id='1406' subinstr-id='16'/>
+         <instruction instr-id='1406' subinstr-id='18'/>
+         <instruction instr-id='1455' subinstr-id='6'/>
+         <instruction instr-id='1455' subinstr-id='8'/>
+         <instruction instr-id='1455' subinstr-id='12'/>
+         <instruction instr-id='1455' subinstr-id='14'/>
+         <instruction instr-id='1455' subinstr-id='18'/>
+         <instruction instr-id='1455' subinstr-id='20'/>
+         <instruction instr-id='1455' subinstr-id='22'/>
+         <instruction instr-id='1455' subinstr-id='26'/>
+         <instruction instr-id='1455' subinstr-id='28'/>
+         <instruction instr-id='1455' subinstr-id='30'/>
+         <instruction instr-id='1455' subinstr-id='32'/>
+         <instruction instr-id='1455' subinstr-id='36'/>
+         <instruction instr-id='1455' subinstr-id='40'/>
+         <instruction instr-id='1455' subinstr-id='44'/>
+         <instruction instr-id='1455' subinstr-id='48'/>
+         <instruction instr-id='1455' subinstr-id='50'/>
+         <instruction instr-id='1455' subinstr-id='52'/>
+         <instruction instr-id='1455' subinstr-id='54'/>
+         <instruction instr-id='1455' subinstr-id='56'/>
+         <instruction instr-id='1455' subinstr-id='58'/>
+         <instruction instr-id='1455' subinstr-id='60'/>
+         <instruction instr-id='1455' subinstr-id='62'/>
+         <instruction instr-id='1455' subinstr-id='64'/>
+         <instruction instr-id='1455' subinstr-id='66'/>
+         <instruction instr-id='1455' subinstr-id='68'/>
+         <instruction instr-id='1455' subinstr-id='70'/>
+         <instruction instr-id='1455' subinstr-id='72'/>
+         <instruction instr-id='1455' subinstr-id='74'/>
+         <instruction instr-id='1455' subinstr-id='76'/>
+         <instruction instr-id='1455' subinstr-id='78'/>
+         <instruction instr-id='1455' subinstr-id='80'/>
+         <instruction instr-id='1455' subinstr-id='82'/>
+         <instruction instr-id='1455' subinstr-id='84'/>
+         <instruction instr-id='1455' subinstr-id='86'/>
+         <instruction instr-id='1455' subinstr-id='88'/>
+         <instruction instr-id='1455' subinstr-id='90'/>
+         <instruction instr-id='1455' subinstr-id='92'/>
+         <instruction instr-id='1461'/>
+         <instruction instr-id='1461' subinstr-id='2'/>
+         <instruction instr-id='1461' subinstr-id='6'/>
+         <instruction instr-id='1461' subinstr-id='10'/>
+         <instruction instr-id='1461' subinstr-id='12'/>
+         <instruction instr-id='1461' subinstr-id='14'/>
+         <instruction instr-id='1461' subinstr-id='16'/>
+         <instruction instr-id='1466' subinstr-id='2'/>
+         <instruction instr-id='1466' subinstr-id='4'/>
+         <instruction instr-id='1466' subinstr-id='6'/>
+         <instruction instr-id='1466' subinstr-id='8'/>
+         <instruction instr-id='1466' subinstr-id='10'/>
+         <instruction instr-id='1469'/>
+         <instruction instr-id='1469' subinstr-id='2'/>
+         <instruction instr-id='1469' subinstr-id='4'/>
+         <instruction instr-id='1469' subinstr-id='6'/>
+         <instruction instr-id='1469' subinstr-id='8'/>
+         <instruction instr-id='1469' subinstr-id='10'/>
+         <instruction instr-id='1469' subinstr-id='12'/>
+         <instruction instr-id='1469' subinstr-id='14'/>
+         <instruction instr-id='1469' subinstr-id='16'/>
+         <instruction instr-id='1469' subinstr-id='18'/>
+         <instruction instr-id='1469' subinstr-id='20'/>
+         <instruction instr-id='1469' subinstr-id='22'/>
+         <instruction instr-id='1469' subinstr-id='24'/>
+         <instruction instr-id='1469' subinstr-id='26'/>
+         <instruction instr-id='1469' subinstr-id='28'/>
+         <instruction instr-id='1469' subinstr-id='30'/>
+         <instruction instr-id='1469' subinstr-id='32'/>
+         <instruction instr-id='1469' subinstr-id='34'/>
+         <instruction instr-id='1469' subinstr-id='36'/>
+         <instruction instr-id='1469' subinstr-id='38'/>
+         <instruction instr-id='1469' subinstr-id='40'/>
+         <instruction instr-id='1473' subinstr-id='2'/>
+         <instruction instr-id='1473' subinstr-id='4'/>
+         <instruction instr-id='1473' subinstr-id='6'/>
+         <instruction instr-id='1473' subinstr-id='10'/>
+         <instruction instr-id='1473' subinstr-id='12'/>
+         <instruction instr-id='1473' subinstr-id='14'/>
+         <instruction instr-id='1473' subinstr-id='16'/>
+         <instruction instr-id='1477' subinstr-id='2'/>
+         <instruction instr-id='1477' subinstr-id='4'/>
+         <instruction instr-id='1477' subinstr-id='6'/>
+         <instruction instr-id='1480'/>
+         <instruction instr-id='1480' subinstr-id='2'/>
+         <instruction instr-id='1480' subinstr-id='4'/>
+         <instruction instr-id='1480' subinstr-id='6'/>
+         <instruction instr-id='1480' subinstr-id='8'/>
+         <instruction instr-id='1480' subinstr-id='10'/>
+         <instruction instr-id='1480' subinstr-id='12'/>
+         <instruction instr-id='1480' subinstr-id='14'/>
+         <instruction instr-id='1480' subinstr-id='16'/>
+         <instruction instr-id='1480' subinstr-id='18'/>
+         <instruction instr-id='1480' subinstr-id='20'/>
+         <instruction instr-id='1480' subinstr-id='22'/>
+         <instruction instr-id='1480' subinstr-id='24'/>
+         <instruction instr-id='1480' subinstr-id='26'/>
+         <instruction instr-id='1480' subinstr-id='28'/>
+         <instruction instr-id='1480' subinstr-id='30'/>
+         <instruction instr-id='1480' subinstr-id='32'/>
+         <instruction instr-id='1480' subinstr-id='34'/>
+         <instruction instr-id='1480' subinstr-id='36'/>
+         <instruction instr-id='1480' subinstr-id='38'/>
+         <instruction instr-id='1480' subinstr-id='40'/>
+         <instruction instr-id='1483'/>
+         <instruction instr-id='1483' subinstr-id='2'/>
+         <instruction instr-id='1483' subinstr-id='6'/>
+         <instruction instr-id='1483' subinstr-id='8'/>
+         <instruction instr-id='1487' subinstr-id='2'/>
+         <instruction instr-id='1487' subinstr-id='4'/>
+         <instruction instr-id='1487' subinstr-id='6'/>
+         <instruction instr-id='1487' subinstr-id='8'/>
+         <instruction instr-id='1490'/>
+         <instruction instr-id='1490' subinstr-id='2'/>
+         <instruction instr-id='1490' subinstr-id='4'/>
+         <instruction instr-id='1490' subinstr-id='6'/>
+         <instruction instr-id='1490' subinstr-id='8'/>
+         <instruction instr-id='1490' subinstr-id='10'/>
+         <instruction instr-id='1490' subinstr-id='12'/>
+         <instruction instr-id='1490' subinstr-id='14'/>
+         <instruction instr-id='1490' subinstr-id='16'/>
+         <instruction instr-id='1490' subinstr-id='18'/>
+         <instruction instr-id='1490' subinstr-id='20'/>
+         <instruction instr-id='1490' subinstr-id='22'/>
+         <instruction instr-id='1490' subinstr-id='24'/>
+         <instruction instr-id='1490' subinstr-id='26'/>
+         <instruction instr-id='1490' subinstr-id='28'/>
+         <instruction instr-id='1490' subinstr-id='30'/>
+         <instruction instr-id='1490' subinstr-id='32'/>
+         <instruction instr-id='1493' subinstr-id='2'/>
+         <instruction instr-id='1493' subinstr-id='4'/>
+         <instruction instr-id='1493' subinstr-id='6'/>
+         <instruction instr-id='1497' subinstr-id='2'/>
+         <instruction instr-id='1497' subinstr-id='4'/>
+         <instruction instr-id='1497' subinstr-id='6'/>
+         <instruction instr-id='1497' subinstr-id='8'/>
+         <instruction instr-id='1497' subinstr-id='10'/>
+         <instruction instr-id='1497' subinstr-id='12'/>
+         <instruction instr-id='1497' subinstr-id='14'/>
+         <instruction instr-id='1497' subinstr-id='16'/>
+         <instruction instr-id='1500'/>
+         <instruction instr-id='1500' subinstr-id='2'/>
+         <instruction instr-id='1500' subinstr-id='4'/>
+         <instruction instr-id='1500' subinstr-id='6'/>
+         <instruction instr-id='1500' subinstr-id='8'/>
+         <instruction instr-id='1500' subinstr-id='10'/>
+         <instruction instr-id='1500' subinstr-id='12'/>
+         <instruction instr-id='1500' subinstr-id='14'/>
+         <instruction instr-id='1500' subinstr-id='16'/>
+         <instruction instr-id='1500' subinstr-id='18'/>
+         <instruction instr-id='1500' subinstr-id='20'/>
+         <instruction instr-id='1500' subinstr-id='22'/>
+         <instruction instr-id='1500' subinstr-id='24'/>
+         <instruction instr-id='1500' subinstr-id='26'/>
+         <instruction instr-id='1500' subinstr-id='28'/>
+         <instruction instr-id='1500' subinstr-id='30'/>
+         <instruction instr-id='1500' subinstr-id='32'/>
+         <instruction instr-id='1503'/>
+         <instruction instr-id='1503' subinstr-id='2'/>
+         <instruction instr-id='1503' subinstr-id='4'/>
+         <instruction instr-id='1503' subinstr-id='8'/>
+         <instruction instr-id='1503' subinstr-id='10'/>
+         <instruction instr-id='1503' subinstr-id='12'/>
+         <instruction instr-id='1507' subinstr-id='2'/>
+         <instruction instr-id='1507' subinstr-id='4'/>
+         <instruction instr-id='1507' subinstr-id='6'/>
+         <instruction instr-id='1507' subinstr-id='8'/>
+         <instruction instr-id='1507' subinstr-id='10'/>
+         <instruction instr-id='1510'/>
+         <instruction instr-id='1510' subinstr-id='2'/>
+         <instruction instr-id='1510' subinstr-id='4'/>
+         <instruction instr-id='1510' subinstr-id='6'/>
+         <instruction instr-id='1510' subinstr-id='8'/>
+         <instruction instr-id='1510' subinstr-id='10'/>
+         <instruction instr-id='1510' subinstr-id='12'/>
+         <instruction instr-id='1510' subinstr-id='14'/>
+         <instruction instr-id='1510' subinstr-id='16'/>
+         <instruction instr-id='1510' subinstr-id='18'/>
+         <instruction instr-id='1510' subinstr-id='20'/>
+         <instruction instr-id='1510' subinstr-id='22'/>
+         <instruction instr-id='1510' subinstr-id='24'/>
+         <instruction instr-id='1510' subinstr-id='26'/>
+         <instruction instr-id='1510' subinstr-id='28'/>
+         <instruction instr-id='1510' subinstr-id='30'/>
+         <instruction instr-id='1510' subinstr-id='32'/>
+         <instruction instr-id='1510' subinstr-id='34'/>
+         <instruction instr-id='1510' subinstr-id='36'/>
+         <instruction instr-id='1510' subinstr-id='38'/>
+         <instruction instr-id='1513' subinstr-id='2'/>
+         <instruction instr-id='1513' subinstr-id='4'/>
+         <instruction instr-id='1513' subinstr-id='6'/>
+         <instruction instr-id='1517' subinstr-id='2'/>
+         <instruction instr-id='1517' subinstr-id='4'/>
+         <instruction instr-id='1517' subinstr-id='6'/>
+         <instruction instr-id='1517' subinstr-id='8'/>
+         <instruction instr-id='1517' subinstr-id='10'/>
+         <instruction instr-id='1517' subinstr-id='12'/>
+         <instruction instr-id='1517' subinstr-id='14'/>
+         <instruction instr-id='1520'/>
+         <instruction instr-id='1520' subinstr-id='2'/>
+         <instruction instr-id='1520' subinstr-id='4'/>
+         <instruction instr-id='1520' subinstr-id='6'/>
+         <instruction instr-id='1520' subinstr-id='8'/>
+         <instruction instr-id='1520' subinstr-id='10'/>
+         <instruction instr-id='1520' subinstr-id='12'/>
+         <instruction instr-id='1520' subinstr-id='14'/>
+         <instruction instr-id='1520' subinstr-id='16'/>
+         <instruction instr-id='1520' subinstr-id='18'/>
+         <instruction instr-id='1520' subinstr-id='20'/>
+         <instruction instr-id='1520' subinstr-id='22'/>
+         <instruction instr-id='1520' subinstr-id='24'/>
+         <instruction instr-id='1520' subinstr-id='26'/>
+         <instruction instr-id='1520' subinstr-id='28'/>
+         <instruction instr-id='1520' subinstr-id='30'/>
+         <instruction instr-id='1520' subinstr-id='32'/>
+         <instruction instr-id='1526'/>
+         <instruction instr-id='1526' subinstr-id='2'/>
+         <instruction instr-id='1526' subinstr-id='4'/>
+         <instruction instr-id='1528'/>
+         <instruction instr-id='1528' subinstr-id='2'/>
+         <instruction instr-id='1528' subinstr-id='4'/>
+         <instruction instr-id='1528' subinstr-id='6'/>
+         <instruction instr-id='1528' subinstr-id='8'/>
+         <instruction instr-id='1528' subinstr-id='10'/>
+         <instruction instr-id='1533'/>
+         <instruction instr-id='1533' subinstr-id='2'/>
+         <instruction instr-id='1533' subinstr-id='4'/>
+         <instruction instr-id='1533' subinstr-id='6'/>
+         <instruction instr-id='1539'/>
+         <instruction instr-id='1539' subinstr-id='2'/>
+         <instruction instr-id='1539' subinstr-id='4'/>
+         <instruction instr-id='1541'/>
+         <instruction instr-id='1541' subinstr-id='2'/>
+         <instruction instr-id='1541' subinstr-id='4'/>
+         <instruction instr-id='1541' subinstr-id='6'/>
+         <instruction instr-id='1541' subinstr-id='8'/>
+         <instruction instr-id='1548'/>
+         <instruction instr-id='1548' subinstr-id='2'/>
+         <instruction instr-id='1548' subinstr-id='4'/>
+         <instruction instr-id='1554'/>
+         <instruction instr-id='1556'/>
+         <instruction instr-id='1556' subinstr-id='2'/>
+         <instruction instr-id='1556' subinstr-id='4'/>
+         <instruction instr-id='1556' subinstr-id='6'/>
+         <instruction instr-id='1556' subinstr-id='8'/>
+         <instruction instr-id='1556' subinstr-id='10'/>
+         <instruction instr-id='1566'/>
+         <instruction instr-id='1566' subinstr-id='2'/>
+         <instruction instr-id='1566' subinstr-id='4'/>
+         <instruction instr-id='1568'/>
+         <instruction instr-id='1568' subinstr-id='2'/>
+         <instruction instr-id='1568' subinstr-id='4'/>
+         <instruction instr-id='1568' subinstr-id='6'/>
+         <instruction instr-id='1568' subinstr-id='8'/>
+         <instruction instr-id='1568' subinstr-id='10'/>
+         <instruction instr-id='1568' subinstr-id='12'/>
+         <instruction instr-id='1568' subinstr-id='14'/>
+         <instruction instr-id='1568' subinstr-id='16'/>
+         <instruction instr-id='1578'/>
+         <instruction instr-id='1578' subinstr-id='2'/>
+         <instruction instr-id='1581'/>
+         <instruction instr-id='1581' subinstr-id='2'/>
+         <instruction instr-id='1581' subinstr-id='4'/>
+         <instruction instr-id='1581' subinstr-id='6'/>
+         <instruction instr-id='1581' subinstr-id='8'/>
+         <instruction instr-id='1584'/>
+         <instruction instr-id='1584' subinstr-id='2'/>
+         <instruction instr-id='1584' subinstr-id='4'/>
+         <instruction instr-id='1584' subinstr-id='6'/>
+         <bounding-box x1='52' y1='223' x2='555' y2='523'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='611'/>
+         <instruction instr-id='611' subinstr-id='2'/>
+         <instruction instr-id='613'/>
+         <instruction instr-id='613' subinstr-id='2'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='615' subinstr-id='2'/>
+         <instruction instr-id='624'/>
+         <instruction instr-id='624' subinstr-id='2'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='631'/>
+         <instruction instr-id='631' subinstr-id='2'/>
+         <instruction instr-id='631' subinstr-id='4'/>
+         <instruction instr-id='631' subinstr-id='6'/>
+         <instruction instr-id='631' subinstr-id='8'/>
+         <instruction instr-id='631' subinstr-id='10'/>
+         <instruction instr-id='631' subinstr-id='12'/>
+         <instruction instr-id='631' subinstr-id='14'/>
+         <instruction instr-id='631' subinstr-id='16'/>
+         <instruction instr-id='631' subinstr-id='18'/>
+         <instruction instr-id='640'/>
+         <instruction instr-id='644'/>
+         <instruction instr-id='647'/>
+         <instruction instr-id='647' subinstr-id='2'/>
+         <instruction instr-id='647' subinstr-id='4'/>
+         <instruction instr-id='647' subinstr-id='6'/>
+         <instruction instr-id='647' subinstr-id='8'/>
+         <instruction instr-id='647' subinstr-id='10'/>
+         <instruction instr-id='647' subinstr-id='12'/>
+         <instruction instr-id='647' subinstr-id='14'/>
+         <instruction instr-id='647' subinstr-id='16'/>
+         <instruction instr-id='647' subinstr-id='18'/>
+         <instruction instr-id='649'/>
+         <instruction instr-id='649' subinstr-id='2'/>
+         <instruction instr-id='653'/>
+         <instruction instr-id='656'/>
+         <instruction instr-id='656' subinstr-id='2'/>
+         <instruction instr-id='656' subinstr-id='4'/>
+         <instruction instr-id='656' subinstr-id='6'/>
+         <instruction instr-id='656' subinstr-id='8'/>
+         <instruction instr-id='656' subinstr-id='10'/>
+         <instruction instr-id='656' subinstr-id='12'/>
+         <instruction instr-id='656' subinstr-id='14'/>
+         <instruction instr-id='656' subinstr-id='16'/>
+         <instruction instr-id='656' subinstr-id='18'/>
+         <instruction instr-id='659'/>
+         <instruction instr-id='663'/>
+         <instruction instr-id='666'/>
+         <instruction instr-id='666' subinstr-id='2'/>
+         <instruction instr-id='666' subinstr-id='4'/>
+         <instruction instr-id='666' subinstr-id='6'/>
+         <instruction instr-id='666' subinstr-id='8'/>
+         <instruction instr-id='666' subinstr-id='10'/>
+         <instruction instr-id='666' subinstr-id='12'/>
+         <instruction instr-id='666' subinstr-id='14'/>
+         <instruction instr-id='666' subinstr-id='16'/>
+         <instruction instr-id='666' subinstr-id='18'/>
+         <instruction instr-id='669' subinstr-id='2'/>
+         <instruction instr-id='673'/>
+         <instruction instr-id='676'/>
+         <instruction instr-id='676' subinstr-id='2'/>
+         <instruction instr-id='676' subinstr-id='4'/>
+         <instruction instr-id='676' subinstr-id='6'/>
+         <instruction instr-id='676' subinstr-id='8'/>
+         <instruction instr-id='676' subinstr-id='10'/>
+         <instruction instr-id='676' subinstr-id='12'/>
+         <instruction instr-id='676' subinstr-id='14'/>
+         <instruction instr-id='676' subinstr-id='16'/>
+         <instruction instr-id='676' subinstr-id='18'/>
+         <instruction instr-id='679'/>
+         <instruction instr-id='679' subinstr-id='2'/>
+         <instruction instr-id='683'/>
+         <instruction instr-id='686'/>
+         <instruction instr-id='686' subinstr-id='2'/>
+         <instruction instr-id='686' subinstr-id='4'/>
+         <instruction instr-id='686' subinstr-id='6'/>
+         <instruction instr-id='686' subinstr-id='8'/>
+         <instruction instr-id='686' subinstr-id='10'/>
+         <instruction instr-id='686' subinstr-id='12'/>
+         <instruction instr-id='686' subinstr-id='14'/>
+         <instruction instr-id='686' subinstr-id='16'/>
+         <instruction instr-id='686' subinstr-id='18'/>
+         <instruction instr-id='689' subinstr-id='2'/>
+         <instruction instr-id='693'/>
+         <instruction instr-id='696'/>
+         <instruction instr-id='696' subinstr-id='2'/>
+         <instruction instr-id='696' subinstr-id='4'/>
+         <instruction instr-id='696' subinstr-id='6'/>
+         <instruction instr-id='696' subinstr-id='8'/>
+         <instruction instr-id='696' subinstr-id='10'/>
+         <instruction instr-id='696' subinstr-id='12'/>
+         <instruction instr-id='696' subinstr-id='14'/>
+         <instruction instr-id='696' subinstr-id='16'/>
+         <instruction instr-id='696' subinstr-id='18'/>
+         <instruction instr-id='699'/>
+         <instruction instr-id='703'/>
+         <instruction instr-id='706'/>
+         <instruction instr-id='706' subinstr-id='2'/>
+         <instruction instr-id='706' subinstr-id='4'/>
+         <instruction instr-id='706' subinstr-id='6'/>
+         <instruction instr-id='706' subinstr-id='8'/>
+         <instruction instr-id='706' subinstr-id='10'/>
+         <instruction instr-id='706' subinstr-id='12'/>
+         <instruction instr-id='706' subinstr-id='14'/>
+         <instruction instr-id='706' subinstr-id='16'/>
+         <instruction instr-id='706' subinstr-id='18'/>
+         <instruction instr-id='709' subinstr-id='2'/>
+         <instruction instr-id='713'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='716' subinstr-id='2'/>
+         <instruction instr-id='716' subinstr-id='4'/>
+         <instruction instr-id='716' subinstr-id='6'/>
+         <instruction instr-id='716' subinstr-id='8'/>
+         <instruction instr-id='716' subinstr-id='10'/>
+         <instruction instr-id='716' subinstr-id='12'/>
+         <instruction instr-id='716' subinstr-id='14'/>
+         <instruction instr-id='716' subinstr-id='16'/>
+         <instruction instr-id='716' subinstr-id='18'/>
+         <instruction instr-id='719'/>
+         <instruction instr-id='723'/>
+         <instruction instr-id='726'/>
+         <instruction instr-id='726' subinstr-id='2'/>
+         <instruction instr-id='726' subinstr-id='4'/>
+         <instruction instr-id='726' subinstr-id='6'/>
+         <instruction instr-id='726' subinstr-id='8'/>
+         <instruction instr-id='726' subinstr-id='10'/>
+         <instruction instr-id='726' subinstr-id='12'/>
+         <instruction instr-id='726' subinstr-id='14'/>
+         <instruction instr-id='726' subinstr-id='16'/>
+         <instruction instr-id='726' subinstr-id='18'/>
+         <instruction instr-id='997'/>
+         <instruction instr-id='997' subinstr-id='2'/>
+         <instruction instr-id='997' subinstr-id='4'/>
+         <instruction instr-id='997' subinstr-id='6'/>
+         <instruction instr-id='997' subinstr-id='8'/>
+         <instruction instr-id='997' subinstr-id='10'/>
+         <instruction instr-id='997' subinstr-id='12'/>
+         <instruction instr-id='997' subinstr-id='16'/>
+         <instruction instr-id='997' subinstr-id='18'/>
+         <instruction instr-id='997' subinstr-id='20'/>
+         <instruction instr-id='997' subinstr-id='22'/>
+         <instruction instr-id='997' subinstr-id='26'/>
+         <instruction instr-id='997' subinstr-id='28'/>
+         <instruction instr-id='997' subinstr-id='30'/>
+         <instruction instr-id='997' subinstr-id='32'/>
+         <instruction instr-id='997' subinstr-id='34'/>
+         <instruction instr-id='997' subinstr-id='36'/>
+         <instruction instr-id='997' subinstr-id='40'/>
+         <instruction instr-id='997' subinstr-id='42'/>
+         <instruction instr-id='997' subinstr-id='44'/>
+         <instruction instr-id='997' subinstr-id='46'/>
+         <instruction instr-id='997' subinstr-id='50'/>
+         <instruction instr-id='997' subinstr-id='52'/>
+         <instruction instr-id='997' subinstr-id='54'/>
+         <instruction instr-id='999'/>
+         <instruction instr-id='999' subinstr-id='2'/>
+         <instruction instr-id='999' subinstr-id='4'/>
+         <instruction instr-id='999' subinstr-id='6'/>
+         <instruction instr-id='1004'/>
+         <instruction instr-id='1004' subinstr-id='2'/>
+         <instruction instr-id='1004' subinstr-id='4'/>
+         <instruction instr-id='1006'/>
+         <instruction instr-id='1006' subinstr-id='2'/>
+         <instruction instr-id='1006' subinstr-id='4'/>
+         <instruction instr-id='1006' subinstr-id='6'/>
+         <instruction instr-id='1011'/>
+         <instruction instr-id='1011' subinstr-id='2'/>
+         <instruction instr-id='1011' subinstr-id='4'/>
+         <instruction instr-id='1013'/>
+         <instruction instr-id='1013' subinstr-id='2'/>
+         <instruction instr-id='1013' subinstr-id='4'/>
+         <instruction instr-id='1013' subinstr-id='6'/>
+         <instruction instr-id='1013' subinstr-id='8'/>
+         <instruction instr-id='1013' subinstr-id='10'/>
+         <instruction instr-id='1018'/>
+         <instruction instr-id='1018' subinstr-id='2'/>
+         <instruction instr-id='1018' subinstr-id='6'/>
+         <instruction instr-id='1020'/>
+         <instruction instr-id='1020' subinstr-id='2'/>
+         <instruction instr-id='1020' subinstr-id='6'/>
+         <instruction instr-id='1020' subinstr-id='8'/>
+         <instruction instr-id='1020' subinstr-id='10'/>
+         <instruction instr-id='1020' subinstr-id='12'/>
+         <instruction instr-id='1030'/>
+         <instruction instr-id='1033'/>
+         <instruction instr-id='1036'/>
+         <instruction instr-id='1036' subinstr-id='2'/>
+         <instruction instr-id='1036' subinstr-id='4'/>
+         <instruction instr-id='1036' subinstr-id='8'/>
+         <instruction instr-id='1038'/>
+         <instruction instr-id='1038' subinstr-id='2'/>
+         <instruction instr-id='1038' subinstr-id='4'/>
+         <instruction instr-id='1038' subinstr-id='6'/>
+         <instruction instr-id='1038' subinstr-id='8'/>
+         <bounding-box x1='52' y1='537' x2='555' y2='697'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-str.xml
new file mode 100644
index 00000000..1939b001
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001-str.xml
@@ -0,0 +1,2326 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-001-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='0' end-row='1'>
+            <bounding-box x1='91' y1='504' x2='124' y2='512'/>
+            <content>Category</content>
+            <instruction instr-id='1584' subinstr-id='0'/>
+            <instruction instr-id='1584' subinstr-id='2'/>
+            <instruction instr-id='1584' subinstr-id='4'/>
+            <instruction instr-id='1584' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'  end-col='4'>
+            <bounding-box x1='232' y1='515' x2='250' y2='523'/>
+            <content>2005</content>
+            <instruction instr-id='1578' subinstr-id='0'/>
+            <instruction instr-id='1578' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='5' end-col='8'>
+            <bounding-box x1='391' y1='515' x2='409' y2='523'/>
+            <content>2010</content>
+            <instruction instr-id='1581' subinstr-id='0'/>
+            <instruction instr-id='1581' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='9' end-col='10'>
+            <bounding-box x1='499' y1='515' x2='536' y2='523'/>
+            <content>Difference</content>
+            <instruction instr-id='1581' subinstr-id='4'/>
+            <instruction instr-id='1581' subinstr-id='6'/>
+            <instruction instr-id='1581' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='173' y1='501' x2='201' y2='509'/>
+            <content>Number</content>
+            <instruction instr-id='1533' subinstr-id='0'/>
+            <instruction instr-id='1533' subinstr-id='2'/>
+            <instruction instr-id='1533' subinstr-id='4'/>
+            <instruction instr-id='1533' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='206' y1='492' x2='239' y2='509'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1539' subinstr-id='0'/>
+            <instruction instr-id='1539' subinstr-id='2'/>
+            <instruction instr-id='1539' subinstr-id='4'/>
+            <instruction instr-id='1541' subinstr-id='0'/>
+            <instruction instr-id='1541' subinstr-id='2'/>
+            <instruction instr-id='1541' subinstr-id='4'/>
+            <instruction instr-id='1541' subinstr-id='6'/>
+            <instruction instr-id='1541' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='250' y1='492' x2='278' y2='500'/>
+            <content>Percent</content>
+            <instruction instr-id='1548' subinstr-id='0'/>
+            <instruction instr-id='1548' subinstr-id='2'/>
+            <instruction instr-id='1548' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4'>
+            <bounding-box x1='286' y1='493' x2='319' y2='510'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1526' subinstr-id='0'/>
+            <instruction instr-id='1526' subinstr-id='2'/>
+            <instruction instr-id='1526' subinstr-id='4'/>
+            <instruction instr-id='1528' subinstr-id='0'/>
+            <instruction instr-id='1528' subinstr-id='2'/>
+            <instruction instr-id='1528' subinstr-id='4'/>
+            <instruction instr-id='1528' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5'>
+            <bounding-box x1='330' y1='493' x2='359' y2='501'/>
+            <content>Number</content>
+            <instruction instr-id='1528' subinstr-id='8'/>
+            <instruction instr-id='1528' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6'>
+            <bounding-box x1='365' y1='493' x2='398' y2='510'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1554' subinstr-id='-1'/>
+            <instruction instr-id='1556' subinstr-id='0'/>
+            <instruction instr-id='1556' subinstr-id='2'/>
+            <instruction instr-id='1556' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='7'>
+            <bounding-box x1='410' y1='493' x2='437' y2='501'/>
+            <content>Percent</content>
+            <instruction instr-id='1556' subinstr-id='6'/>
+            <instruction instr-id='1556' subinstr-id='8'/>
+            <instruction instr-id='1556' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='8'>
+            <bounding-box x1='443' y1='493' x2='477' y2='510'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1566' subinstr-id='0'/>
+            <instruction instr-id='1566' subinstr-id='2'/>
+            <instruction instr-id='1566' subinstr-id='4'/>
+            <instruction instr-id='1568' subinstr-id='0'/>
+            <instruction instr-id='1568' subinstr-id='2'/>
+            <instruction instr-id='1568' subinstr-id='4'/>
+            <instruction instr-id='1568' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='9'>
+            <bounding-box x1='487' y1='493' x2='516' y2='501'/>
+            <content>Number</content>
+            <instruction instr-id='1568' subinstr-id='8'/>
+            <instruction instr-id='1568' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='10'>
+            <bounding-box x1='528' y1='493' x2='555' y2='501'/>
+            <content>Percent</content>
+            <instruction instr-id='1568' subinstr-id='12'/>
+            <instruction instr-id='1568' subinstr-id='14'/>
+            <instruction instr-id='1568' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='77' y1='480' x2='161' y2='488'/>
+            <content>All ages . . . . . . . . . . . .</content>
+            <instruction instr-id='1205' subinstr-id='0'/>
+            <instruction instr-id='1205' subinstr-id='2'/>
+            <instruction instr-id='1205' subinstr-id='4'/>
+            <instruction instr-id='1205' subinstr-id='6'/>
+            <instruction instr-id='1209' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='173' y1='480' x2='201' y2='488'/>
+            <content>291,099</content>
+            <instruction instr-id='1212' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='225' y1='480' x2='241' y2='488'/>
+            <content>*****</content>
+            <instruction instr-id='1212' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='260' y1='480' x2='280' y2='488'/>
+            <content>100.0</content>
+            <instruction instr-id='1212' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='309' y1='480' x2='319' y2='488'/>
+            <content>(X)</content>
+            <instruction instr-id='1212' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5'>
+            <bounding-box x1='330' y1='480' x2='359' y2='488'/>
+            <content>303,858</content>
+            <instruction instr-id='1212' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6'>
+            <bounding-box x1='382' y1='480' x2='398' y2='488'/>
+            <content>*****</content>
+            <instruction instr-id='1212' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7'>
+            <bounding-box x1='417' y1='480' x2='437' y2='488'/>
+            <content>100.0</content>
+            <instruction instr-id='1212' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8'>
+            <bounding-box x1='466' y1='480' x2='477' y2='488'/>
+            <content>(X)</content>
+            <instruction instr-id='1212' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='9'>
+            <bounding-box x1='485' y1='480' x2='516' y2='488'/>
+            <content>**12,760</content>
+            <instruction instr-id='1212' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='10'>
+            <bounding-box x1='545' y1='480' x2='555' y2='488'/>
+            <content>(X)</content>
+            <instruction instr-id='1212' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='52' y1='470' x2='161' y2='478'/>
+            <content>With a disability . . . . . . . . . . . .</content>
+            <instruction instr-id='1221' subinstr-id='-1'/>
+            <instruction instr-id='1225' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='177' y1='470' x2='201' y2='478'/>
+            <content>54,425</content>
+            <instruction instr-id='1228' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='227' y1='470' x2='241' y2='478'/>
+            <content>894</content>
+            <instruction instr-id='1228' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='264' y1='470' x2='280' y2='478'/>
+            <content>18.7</content>
+            <instruction instr-id='1228' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='308' y1='470' x2='319' y2='478'/>
+            <content>0.3</content>
+            <instruction instr-id='1228' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5'>
+            <bounding-box x1='334' y1='470' x2='359' y2='478'/>
+            <content>56,672</content>
+            <instruction instr-id='1228' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6'>
+            <bounding-box x1='385' y1='470' x2='398' y2='478'/>
+            <content>905</content>
+            <instruction instr-id='1228' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7'>
+            <bounding-box x1='422' y1='470' x2='437' y2='478'/>
+            <content>18.7</content>
+            <instruction instr-id='1228' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8'>
+            <bounding-box x1='465' y1='470' x2='477' y2='478'/>
+            <content>0.3</content>
+            <instruction instr-id='1228' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='9'>
+            <bounding-box x1='493' y1='470' x2='516' y2='478'/>
+            <content>*2,247</content>
+            <instruction instr-id='1228' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='10'>
+            <bounding-box x1='551' y1='470' x2='555' y2='478'/>
+            <content>–</content>
+            <instruction instr-id='1228' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='61' y1='461' x2='161' y2='469'/>
+            <content>Severe disability. . . . . . . . . .</content>
+            <instruction instr-id='1231' subinstr-id='2'/>
+            <instruction instr-id='1231' subinstr-id='4'/>
+            <instruction instr-id='1231' subinstr-id='6'/>
+            <instruction instr-id='1235' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='177' y1='461' x2='201' y2='469'/>
+            <content>34,947</content>
+            <instruction instr-id='1238' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='227' y1='461' x2='241' y2='469'/>
+            <content>601</content>
+            <instruction instr-id='1238' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='264' y1='461' x2='280' y2='469'/>
+            <content>12.0</content>
+            <instruction instr-id='1238' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='308' y1='461' x2='319' y2='469'/>
+            <content>0.2</content>
+            <instruction instr-id='1238' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='334' y1='461' x2='359' y2='469'/>
+            <content>38,284</content>
+            <instruction instr-id='1238' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6'>
+            <bounding-box x1='385' y1='461' x2='398' y2='469'/>
+            <content>654</content>
+            <instruction instr-id='1238' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7'>
+            <bounding-box x1='422' y1='461' x2='437' y2='469'/>
+            <content>12.6</content>
+            <instruction instr-id='1238' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8'>
+            <bounding-box x1='466' y1='461' x2='477' y2='469'/>
+            <content>0.2</content>
+            <instruction instr-id='1238' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='9'>
+            <bounding-box x1='493' y1='461' x2='516' y2='469'/>
+            <content>*3,337</content>
+            <instruction instr-id='1238' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='10'>
+            <bounding-box x1='541' y1='461' x2='555' y2='469'/>
+            <content>*0.6</content>
+            <instruction instr-id='1238' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='77' y1='442' x2='161' y2='450'/>
+            <content>Aged 6 and older. . . . .</content>
+            <instruction instr-id='1247' subinstr-id='6'/>
+            <instruction instr-id='1247' subinstr-id='8'/>
+            <instruction instr-id='1247' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='173' y1='442' x2='201' y2='450'/>
+            <content>266,752</content>
+            <instruction instr-id='1247' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='232' y1='442' x2='241' y2='450'/>
+            <content>84</content>
+            <instruction instr-id='1247' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='260' y1='442' x2='280' y2='450'/>
+            <content>100.0</content>
+            <instruction instr-id='1247' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='309' y1='442' x2='319' y2='450'/>
+            <content>(X)</content>
+            <instruction instr-id='1247' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5'>
+            <bounding-box x1='330' y1='442' x2='359' y2='450'/>
+            <content>278,222</content>
+            <instruction instr-id='1247' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6'>
+            <bounding-box x1='389' y1='442' x2='398' y2='450'/>
+            <content>88</content>
+            <instruction instr-id='1247' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7'>
+            <bounding-box x1='417' y1='442' x2='437' y2='450'/>
+            <content>100.0</content>
+            <instruction instr-id='1247' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8'>
+            <bounding-box x1='466' y1='442' x2='477' y2='450'/>
+            <content>(X)</content>
+            <instruction instr-id='1247' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='9'>
+            <bounding-box x1='488' y1='442' x2='516' y2='450'/>
+            <content>*11,469</content>
+            <instruction instr-id='1247' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='10'>
+            <bounding-box x1='545' y1='442' x2='555' y2='450'/>
+            <content>(X)</content>
+            <instruction instr-id='1247' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='52' y1='432' x2='161' y2='440'/>
+            <content>Needed personal assistance. .</content>
+            <instruction instr-id='1255' subinstr-id='-1'/>
+            <instruction instr-id='1259' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='177' y1='432' x2='201' y2='440'/>
+            <content>10,996</content>
+            <instruction instr-id='1262' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='227' y1='432' x2='241' y2='440'/>
+            <content>336</content>
+            <instruction instr-id='1262' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='269' y1='432' x2='280' y2='440'/>
+            <content>4.1</content>
+            <instruction instr-id='1262' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='308' y1='432' x2='319' y2='440'/>
+            <content>0.1</content>
+            <instruction instr-id='1262' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='334' y1='432' x2='359' y2='440'/>
+            <content>12,349</content>
+            <instruction instr-id='1262' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6'>
+            <bounding-box x1='385' y1='432' x2='398' y2='440'/>
+            <content>386</content>
+            <instruction instr-id='1262' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7'>
+            <bounding-box x1='426' y1='432' x2='437' y2='440'/>
+            <content>4.4</content>
+            <instruction instr-id='1262' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8'>
+            <bounding-box x1='465' y1='432' x2='477' y2='440'/>
+            <content>0.1</content>
+            <instruction instr-id='1262' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='9'>
+            <bounding-box x1='493' y1='432' x2='516' y2='440'/>
+            <content>*1,353</content>
+            <instruction instr-id='1262' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='10'>
+            <bounding-box x1='541' y1='432' x2='555' y2='440'/>
+            <content>*0.3</content>
+            <instruction instr-id='1262' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='77' y1='413' x2='161' y2='421'/>
+            <content>Aged 15 and older. . . .</content>
+            <instruction instr-id='1455' subinstr-id='6'/>
+            <instruction instr-id='1455' subinstr-id='8'/>
+            <instruction instr-id='1455' subinstr-id='12'/>
+            <instruction instr-id='1455' subinstr-id='14'/>
+            <instruction instr-id='1455' subinstr-id='18'/>
+            <instruction instr-id='1455' subinstr-id='20'/>
+            <instruction instr-id='1455' subinstr-id='22'/>
+            <instruction instr-id='1455' subinstr-id='26'/>
+            <instruction instr-id='1455' subinstr-id='28'/>
+            <instruction instr-id='1455' subinstr-id='30'/>
+            <instruction instr-id='1455' subinstr-id='32'/>
+            <instruction instr-id='1455' subinstr-id='36'/>
+            <instruction instr-id='1455' subinstr-id='40'/>
+            <instruction instr-id='1455' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='173' y1='413' x2='201' y2='421'/>
+            <content>230,391</content>
+            <instruction instr-id='1455' subinstr-id='48'/>
+            <instruction instr-id='1455' subinstr-id='50'/>
+            <instruction instr-id='1455' subinstr-id='52'/>
+            <instruction instr-id='1455' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2'>
+            <bounding-box x1='225' y1='413' x2='241' y2='421'/>
+            <content>*****</content>
+            <instruction instr-id='1455' subinstr-id='56'/>
+            <instruction instr-id='1455' subinstr-id='58'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='260' y1='413' x2='280' y2='421'/>
+            <content>100.0</content>
+            <instruction instr-id='1455' subinstr-id='60'/>
+            <instruction instr-id='1455' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4'>
+            <bounding-box x1='309' y1='413' x2='319' y2='421'/>
+            <content>(X)</content>
+            <instruction instr-id='1455' subinstr-id='64'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5'>
+            <bounding-box x1='330' y1='413' x2='359' y2='421'/>
+            <content>241,682</content>
+            <instruction instr-id='1455' subinstr-id='66'/>
+            <instruction instr-id='1455' subinstr-id='68'/>
+            <instruction instr-id='1455' subinstr-id='70'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6'>
+            <bounding-box x1='382' y1='413' x2='398' y2='421'/>
+            <content>*****</content>
+            <instruction instr-id='1455' subinstr-id='72'/>
+            <instruction instr-id='1455' subinstr-id='74'/>
+            <instruction instr-id='1455' subinstr-id='76'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7'>
+            <bounding-box x1='417' y1='413' x2='437' y2='421'/>
+            <content>100.0</content>
+            <instruction instr-id='1455' subinstr-id='78'/>
+            <instruction instr-id='1455' subinstr-id='80'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8'>
+            <bounding-box x1='466' y1='413' x2='477' y2='421'/>
+            <content>(X)</content>
+            <instruction instr-id='1455' subinstr-id='82'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='9'>
+            <bounding-box x1='485' y1='413' x2='516' y2='421'/>
+            <content>**11,291</content>
+            <instruction instr-id='1455' subinstr-id='84'/>
+            <instruction instr-id='1455' subinstr-id='86'/>
+            <instruction instr-id='1455' subinstr-id='88'/>
+            <instruction instr-id='1455' subinstr-id='90'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='10'>
+            <bounding-box x1='545' y1='413' x2='555' y2='421'/>
+            <content>(X)</content>
+            <instruction instr-id='1455' subinstr-id='92'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='52' y1='404' x2='161' y2='412'/>
+            <content>With a disability . . . . . . . . . . . .</content>
+            <instruction instr-id='1461' subinstr-id='0'/>
+            <instruction instr-id='1461' subinstr-id='2'/>
+            <instruction instr-id='1461' subinstr-id='6'/>
+            <instruction instr-id='1461' subinstr-id='10'/>
+            <instruction instr-id='1461' subinstr-id='12'/>
+            <instruction instr-id='1461' subinstr-id='14'/>
+            <instruction instr-id='1461' subinstr-id='16'/>
+            <instruction instr-id='1466' subinstr-id='2'/>
+            <instruction instr-id='1466' subinstr-id='4'/>
+            <instruction instr-id='1466' subinstr-id='6'/>
+            <instruction instr-id='1466' subinstr-id='8'/>
+            <instruction instr-id='1466' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='177' y1='404' x2='201' y2='412'/>
+            <content>49,069</content>
+            <instruction instr-id='1469' subinstr-id='0'/>
+            <instruction instr-id='1469' subinstr-id='2'/>
+            <instruction instr-id='1469' subinstr-id='4'/>
+            <instruction instr-id='1469' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2'>
+            <bounding-box x1='227' y1='404' x2='241' y2='412'/>
+            <content>794</content>
+            <instruction instr-id='1469' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3'>
+            <bounding-box x1='264' y1='404' x2='280' y2='412'/>
+            <content>21.3</content>
+            <instruction instr-id='1469' subinstr-id='10'/>
+            <instruction instr-id='1469' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4'>
+            <bounding-box x1='308' y1='404' x2='319' y2='412'/>
+            <content>0.3</content>
+            <instruction instr-id='1469' subinstr-id='14'/>
+            <instruction instr-id='1469' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5'>
+            <bounding-box x1='334' y1='404' x2='359' y2='412'/>
+            <content>51,454</content>
+            <instruction instr-id='1469' subinstr-id='18'/>
+            <instruction instr-id='1469' subinstr-id='20'/>
+            <instruction instr-id='1469' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6'>
+            <bounding-box x1='385' y1='404' x2='398' y2='412'/>
+            <content>838</content>
+            <instruction instr-id='1469' subinstr-id='24'/>
+            <instruction instr-id='1469' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7'>
+            <bounding-box x1='422' y1='404' x2='437' y2='412'/>
+            <content>21.3</content>
+            <instruction instr-id='1469' subinstr-id='28'/>
+            <instruction instr-id='1469' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8'>
+            <bounding-box x1='466' y1='404' x2='477' y2='412'/>
+            <content>0.3</content>
+            <instruction instr-id='1469' subinstr-id='32'/>
+            <instruction instr-id='1469' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='9'>
+            <bounding-box x1='493' y1='404' x2='516' y2='412'/>
+            <content>*2,385</content>
+            <instruction instr-id='1469' subinstr-id='36'/>
+            <instruction instr-id='1469' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='10'>
+            <bounding-box x1='551' y1='404' x2='555' y2='412'/>
+            <content>–</content>
+            <instruction instr-id='1469' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='61' y1='394' x2='161' y2='402'/>
+            <content>Severe disability. . . . . . . . . .</content>
+            <instruction instr-id='1473' subinstr-id='2'/>
+            <instruction instr-id='1473' subinstr-id='4'/>
+            <instruction instr-id='1473' subinstr-id='6'/>
+            <instruction instr-id='1473' subinstr-id='10'/>
+            <instruction instr-id='1473' subinstr-id='12'/>
+            <instruction instr-id='1473' subinstr-id='14'/>
+            <instruction instr-id='1473' subinstr-id='16'/>
+            <instruction instr-id='1477' subinstr-id='2'/>
+            <instruction instr-id='1477' subinstr-id='4'/>
+            <instruction instr-id='1477' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='177' y1='394' x2='201' y2='402'/>
+            <content>32,771</content>
+            <instruction instr-id='1480' subinstr-id='0'/>
+            <instruction instr-id='1480' subinstr-id='2'/>
+            <instruction instr-id='1480' subinstr-id='4'/>
+            <instruction instr-id='1480' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2'>
+            <bounding-box x1='227' y1='394' x2='241' y2='402'/>
+            <content>567</content>
+            <instruction instr-id='1480' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3'>
+            <bounding-box x1='264' y1='394' x2='280' y2='402'/>
+            <content>14.2</content>
+            <instruction instr-id='1480' subinstr-id='10'/>
+            <instruction instr-id='1480' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4'>
+            <bounding-box x1='308' y1='394' x2='319' y2='402'/>
+            <content>0.2</content>
+            <instruction instr-id='1480' subinstr-id='14'/>
+            <instruction instr-id='1480' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5'>
+            <bounding-box x1='334' y1='394' x2='359' y2='402'/>
+            <content>35,683</content>
+            <instruction instr-id='1480' subinstr-id='18'/>
+            <instruction instr-id='1480' subinstr-id='20'/>
+            <instruction instr-id='1480' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6'>
+            <bounding-box x1='385' y1='394' x2='398' y2='402'/>
+            <content>631</content>
+            <instruction instr-id='1480' subinstr-id='24'/>
+            <instruction instr-id='1480' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7'>
+            <bounding-box x1='422' y1='394' x2='437' y2='402'/>
+            <content>14.8</content>
+            <instruction instr-id='1480' subinstr-id='28'/>
+            <instruction instr-id='1480' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='8'>
+            <bounding-box x1='466' y1='394' x2='477' y2='402'/>
+            <content>0.3</content>
+            <instruction instr-id='1480' subinstr-id='32'/>
+            <instruction instr-id='1480' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='9'>
+            <bounding-box x1='493' y1='394' x2='516' y2='402'/>
+            <content>*2,912</content>
+            <instruction instr-id='1480' subinstr-id='36'/>
+            <instruction instr-id='1480' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='10'>
+            <bounding-box x1='541' y1='394' x2='555' y2='402'/>
+            <content>*0.5</content>
+            <instruction instr-id='1480' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='52' y1='385' x2='161' y2='393'/>
+            <content>Difficulty seeing. . . . . . . . . . . .</content>
+            <instruction instr-id='1483' subinstr-id='0'/>
+            <instruction instr-id='1483' subinstr-id='2'/>
+            <instruction instr-id='1483' subinstr-id='6'/>
+            <instruction instr-id='1483' subinstr-id='8'/>
+            <instruction instr-id='1487' subinstr-id='2'/>
+            <instruction instr-id='1487' subinstr-id='4'/>
+            <instruction instr-id='1487' subinstr-id='6'/>
+            <instruction instr-id='1487' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='181' y1='385' x2='201' y2='393'/>
+            <content>7,793</content>
+            <instruction instr-id='1490' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2'>
+            <bounding-box x1='227' y1='385' x2='241' y2='393'/>
+            <content>350</content>
+            <instruction instr-id='1490' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3'>
+            <bounding-box x1='269' y1='385' x2='280' y2='393'/>
+            <content>3.4</content>
+            <instruction instr-id='1490' subinstr-id='4'/>
+            <instruction instr-id='1490' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='308' y1='385' x2='319' y2='393'/>
+            <content>0.2</content>
+            <instruction instr-id='1490' subinstr-id='8'/>
+            <instruction instr-id='1490' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5'>
+            <bounding-box x1='339' y1='385' x2='359' y2='393'/>
+            <content>8,077</content>
+            <instruction instr-id='1490' subinstr-id='12'/>
+            <instruction instr-id='1490' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6'>
+            <bounding-box x1='385' y1='385' x2='398' y2='393'/>
+            <content>354</content>
+            <instruction instr-id='1490' subinstr-id='16'/>
+            <instruction instr-id='1490' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7'>
+            <bounding-box x1='426' y1='385' x2='437' y2='393'/>
+            <content>3.3</content>
+            <instruction instr-id='1490' subinstr-id='20'/>
+            <instruction instr-id='1490' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='8'>
+            <bounding-box x1='466' y1='385' x2='477' y2='393'/>
+            <content>0.1</content>
+            <instruction instr-id='1490' subinstr-id='24'/>
+            <instruction instr-id='1490' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='9'>
+            <bounding-box x1='503' y1='385' x2='516' y2='393'/>
+            <content>284</content>
+            <instruction instr-id='1490' subinstr-id='28'/>
+            <instruction instr-id='1490' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='10'>
+            <bounding-box x1='551' y1='385' x2='555' y2='393'/>
+            <content>–</content>
+            <instruction instr-id='1490' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='60' y1='375' x2='161' y2='383'/>
+            <content>Severe . . . . . . . . . . . . . . . . .</content>
+            <instruction instr-id='1493' subinstr-id='2'/>
+            <instruction instr-id='1493' subinstr-id='4'/>
+            <instruction instr-id='1493' subinstr-id='6'/>
+            <instruction instr-id='1497' subinstr-id='2'/>
+            <instruction instr-id='1497' subinstr-id='4'/>
+            <instruction instr-id='1497' subinstr-id='6'/>
+            <instruction instr-id='1497' subinstr-id='8'/>
+            <instruction instr-id='1497' subinstr-id='10'/>
+            <instruction instr-id='1497' subinstr-id='12'/>
+            <instruction instr-id='1497' subinstr-id='14'/>
+            <instruction instr-id='1497' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='181' y1='375' x2='201' y2='383'/>
+            <content>1,783</content>
+            <instruction instr-id='1500' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2'>
+            <bounding-box x1='227' y1='375' x2='241' y2='383'/>
+            <content>129</content>
+            <instruction instr-id='1500' subinstr-id='2'/>
+            <instruction instr-id='1500' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3'>
+            <bounding-box x1='269' y1='375' x2='280' y2='383'/>
+            <content>0.8</content>
+            <instruction instr-id='1500' subinstr-id='6'/>
+            <instruction instr-id='1500' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4'>
+            <bounding-box x1='308' y1='375' x2='319' y2='383'/>
+            <content>0.1</content>
+            <instruction instr-id='1500' subinstr-id='10'/>
+            <instruction instr-id='1500' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5'>
+            <bounding-box x1='339' y1='375' x2='359' y2='383'/>
+            <content>2,010</content>
+            <instruction instr-id='1500' subinstr-id='14'/>
+            <instruction instr-id='1500' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6'>
+            <bounding-box x1='385' y1='375' x2='398' y2='383'/>
+            <content>139</content>
+            <instruction instr-id='1500' subinstr-id='18'/>
+            <instruction instr-id='1500' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='7'>
+            <bounding-box x1='426' y1='375' x2='437' y2='383'/>
+            <content>0.8</content>
+            <instruction instr-id='1500' subinstr-id='22'/>
+            <instruction instr-id='1500' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='8'>
+            <bounding-box x1='466' y1='375' x2='477' y2='383'/>
+            <content>0.1</content>
+            <instruction instr-id='1500' subinstr-id='26'/>
+            <instruction instr-id='1500' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='9'>
+            <bounding-box x1='499' y1='375' x2='516' y2='383'/>
+            <content>*228</content>
+            <instruction instr-id='1500' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='10'>
+            <bounding-box x1='544' y1='375' x2='555' y2='383'/>
+            <content>0.1</content>
+            <instruction instr-id='1500' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='52' y1='366' x2='161' y2='374'/>
+            <content>Difficulty hearing . . . . . . . . . . .</content>
+            <instruction instr-id='1503' subinstr-id='0'/>
+            <instruction instr-id='1503' subinstr-id='2'/>
+            <instruction instr-id='1503' subinstr-id='4'/>
+            <instruction instr-id='1503' subinstr-id='8'/>
+            <instruction instr-id='1503' subinstr-id='10'/>
+            <instruction instr-id='1503' subinstr-id='12'/>
+            <instruction instr-id='1507' subinstr-id='2'/>
+            <instruction instr-id='1507' subinstr-id='4'/>
+            <instruction instr-id='1507' subinstr-id='6'/>
+            <instruction instr-id='1507' subinstr-id='8'/>
+            <instruction instr-id='1507' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='181' y1='366' x2='201' y2='374'/>
+            <content>7,809</content>
+            <instruction instr-id='1510' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2'>
+            <bounding-box x1='227' y1='366' x2='241' y2='374'/>
+            <content>325</content>
+            <instruction instr-id='1510' subinstr-id='2'/>
+            <instruction instr-id='1510' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3'>
+            <bounding-box x1='269' y1='366' x2='280' y2='374'/>
+            <content>3.4</content>
+            <instruction instr-id='1510' subinstr-id='6'/>
+            <instruction instr-id='1510' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='308' y1='366' x2='319' y2='374'/>
+            <content>0.1</content>
+            <instruction instr-id='1510' subinstr-id='10'/>
+            <instruction instr-id='1510' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='339' y1='366' x2='359' y2='374'/>
+            <content>7,572</content>
+            <instruction instr-id='1510' subinstr-id='14'/>
+            <instruction instr-id='1510' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6'>
+            <bounding-box x1='385' y1='366' x2='398' y2='374'/>
+            <content>320</content>
+            <instruction instr-id='1510' subinstr-id='18'/>
+            <instruction instr-id='1510' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7'>
+            <bounding-box x1='426' y1='366' x2='437' y2='374'/>
+            <content>3.1</content>
+            <instruction instr-id='1510' subinstr-id='22'/>
+            <instruction instr-id='1510' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='8'>
+            <bounding-box x1='466' y1='366' x2='477' y2='374'/>
+            <content>0.1</content>
+            <instruction instr-id='1510' subinstr-id='26'/>
+            <instruction instr-id='1510' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='9'>
+            <bounding-box x1='498' y1='366' x2='516' y2='374'/>
+            <content>–237</content>
+            <instruction instr-id='1510' subinstr-id='30'/>
+            <instruction instr-id='1510' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='10'>
+            <bounding-box x1='537' y1='366' x2='555' y2='374'/>
+            <content>*–0.3</content>
+            <instruction instr-id='1510' subinstr-id='34'/>
+            <instruction instr-id='1510' subinstr-id='36'/>
+            <instruction instr-id='1510' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='60' y1='356' x2='161' y2='364'/>
+            <content>Severe . . . . . . . . . . . . . . . . .</content>
+            <instruction instr-id='1513' subinstr-id='2'/>
+            <instruction instr-id='1513' subinstr-id='4'/>
+            <instruction instr-id='1513' subinstr-id='6'/>
+            <instruction instr-id='1517' subinstr-id='2'/>
+            <instruction instr-id='1517' subinstr-id='4'/>
+            <instruction instr-id='1517' subinstr-id='6'/>
+            <instruction instr-id='1517' subinstr-id='8'/>
+            <instruction instr-id='1517' subinstr-id='10'/>
+            <instruction instr-id='1517' subinstr-id='12'/>
+            <instruction instr-id='1517' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='188' y1='356' x2='201' y2='364'/>
+            <content>993</content>
+            <instruction instr-id='1520' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2'>
+            <bounding-box x1='227' y1='356' x2='241' y2='364'/>
+            <content>103</content>
+            <instruction instr-id='1520' subinstr-id='2'/>
+            <instruction instr-id='1520' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3'>
+            <bounding-box x1='269' y1='356' x2='280' y2='364'/>
+            <content>0.4</content>
+            <instruction instr-id='1520' subinstr-id='6'/>
+            <instruction instr-id='1520' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4'>
+            <bounding-box x1='315' y1='356' x2='319' y2='364'/>
+            <content>–</content>
+            <instruction instr-id='1520' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5'>
+            <bounding-box x1='339' y1='356' x2='359' y2='364'/>
+            <content>1,096</content>
+            <instruction instr-id='1520' subinstr-id='12'/>
+            <instruction instr-id='1520' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6'>
+            <bounding-box x1='385' y1='356' x2='398' y2='364'/>
+            <content>122</content>
+            <instruction instr-id='1520' subinstr-id='16'/>
+            <instruction instr-id='1520' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7'>
+            <bounding-box x1='426' y1='356' x2='437' y2='364'/>
+            <content>0.5</content>
+            <instruction instr-id='1520' subinstr-id='20'/>
+            <instruction instr-id='1520' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='8'>
+            <bounding-box x1='466' y1='356' x2='477' y2='364'/>
+            <content>0.1</content>
+            <instruction instr-id='1520' subinstr-id='24'/>
+            <instruction instr-id='1520' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='9'>
+            <bounding-box x1='503' y1='356' x2='516' y2='364'/>
+            <content>103</content>
+            <instruction instr-id='1520' subinstr-id='28'/>
+            <instruction instr-id='1520' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='10'>
+            <bounding-box x1='551' y1='356' x2='555' y2='364'/>
+            <content>–</content>
+            <instruction instr-id='1520' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='77' y1='337' x2='161' y2='345'/>
+            <content>Aged 21 to 64 . . . . . . .</content>
+            <instruction instr-id='1271' subinstr-id='6'/>
+            <instruction instr-id='1271' subinstr-id='8'/>
+            <instruction instr-id='1275' subinstr-id='-1'/>
+         </cell>
+
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='173' y1='337' x2='201' y2='345'/>
+            <content>170,349</content>
+            <instruction instr-id='1278' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2'>
+            <bounding-box x1='227' y1='337' x2='241' y2='345'/>
+            <content>185</content>
+            <instruction instr-id='1278' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3'>
+            <bounding-box x1='260' y1='337' x2='280' y2='345'/>
+            <content>100.0</content>
+            <instruction instr-id='1278' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4'>
+            <bounding-box x1='309' y1='337' x2='319' y2='345'/>
+            <content>(X)</content>
+            <instruction instr-id='1278' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5'>
+            <bounding-box x1='330' y1='337' x2='359' y2='345'/>
+            <content>177,295</content>
+            <instruction instr-id='1278' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6'>
+            <bounding-box x1='385' y1='337' x2='398' y2='345'/>
+            <content>193</content>
+            <instruction instr-id='1278' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7'>
+            <bounding-box x1='417' y1='337' x2='437' y2='345'/>
+            <content>100.0</content>
+            <instruction instr-id='1278' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='8'>
+            <bounding-box x1='466' y1='337' x2='477' y2='345'/>
+            <content>(X)</content>
+            <instruction instr-id='1278' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='9'>
+            <bounding-box x1='493' y1='337' x2='516' y2='345'/>
+            <content>*6,945</content>
+            <instruction instr-id='1278' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='10'>
+            <bounding-box x1='545' y1='337' x2='555' y2='345'/>
+            <content>(X)</content>
+            <instruction instr-id='1278' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='0'>
+            <bounding-box x1='52' y1='328' x2='161' y2='336'/>
+            <content>With a disability . . . . . . . . . . . .</content>
+            <instruction instr-id='1287' subinstr-id='-1'/>
+            <instruction instr-id='1291' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1'>
+            <bounding-box x1='177' y1='328' x2='201' y2='336'/>
+            <content>28,141</content>
+            <instruction instr-id='1294' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2'>
+            <bounding-box x1='227' y1='328' x2='241' y2='336'/>
+            <content>622</content>
+            <instruction instr-id='1294' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3'>
+            <bounding-box x1='264' y1='328' x2='280' y2='336'/>
+            <content>16.5</content>
+            <instruction instr-id='1294' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4'>
+            <bounding-box x1='308' y1='328' x2='319' y2='336'/>
+            <content>0.4</content>
+            <instruction instr-id='1294' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5'>
+            <bounding-box x1='334' y1='328' x2='359' y2='336'/>
+            <content>29,479</content>
+            <instruction instr-id='1294' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6'>
+            <bounding-box x1='385' y1='328' x2='398' y2='336'/>
+            <content>705</content>
+            <instruction instr-id='1294' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7'>
+            <bounding-box x1='422' y1='328' x2='437' y2='336'/>
+            <content>16.6</content>
+            <instruction instr-id='1294' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='8'>
+            <bounding-box x1='465' y1='328' x2='477' y2='336'/>
+            <content>0.4</content>
+            <instruction instr-id='1294' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='9'>
+            <bounding-box x1='493' y1='328' x2='516' y2='336'/>
+            <content>*1,338</content>
+            <instruction instr-id='1294' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='10'>
+            <bounding-box x1='544' y1='328' x2='555' y2='336'/>
+            <content>0.1</content>
+            <instruction instr-id='1294' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='0'>
+            <bounding-box x1='61' y1='318' x2='161' y2='326'/>
+            <content>Employed. . . . . . . . . . . . . . .</content>
+            <instruction instr-id='1297' subinstr-id='0'/>
+            <instruction instr-id='1297' subinstr-id='2'/>
+            <instruction instr-id='1297' subinstr-id='4'/>
+            <instruction instr-id='1301' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1'>
+            <bounding-box x1='177' y1='318' x2='201' y2='326'/>
+            <content>12,838</content>
+            <instruction instr-id='1304' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2'>
+            <bounding-box x1='227' y1='318' x2='241' y2='326'/>
+            <content>495</content>
+            <instruction instr-id='1304' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3'>
+            <bounding-box x1='264' y1='318' x2='280' y2='326'/>
+            <content>45.6</content>
+            <instruction instr-id='1304' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4'>
+            <bounding-box x1='308' y1='318' x2='319' y2='326'/>
+            <content>1.2</content>
+            <instruction instr-id='1304' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5'>
+            <bounding-box x1='334' y1='318' x2='359' y2='326'/>
+            <content>12,115</content>
+            <instruction instr-id='1304' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='6'>
+            <bounding-box x1='385' y1='318' x2='398' y2='326'/>
+            <content>432</content>
+            <instruction instr-id='1304' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='7'>
+            <bounding-box x1='422' y1='318' x2='437' y2='326'/>
+            <content>41.1</content>
+            <instruction instr-id='1304' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='8'>
+            <bounding-box x1='466' y1='318' x2='477' y2='326'/>
+            <content>1.0</content>
+            <instruction instr-id='1304' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='9'>
+            <bounding-box x1='495' y1='318' x2='516' y2='326'/>
+            <content>*–723</content>
+            <instruction instr-id='1304' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='10'>
+            <bounding-box x1='537' y1='318' x2='555' y2='326'/>
+            <content>*–4.5</content>
+            <instruction instr-id='1304' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='0'>
+            <bounding-box x1='55' y1='309' x2='161' y2='317'/>
+            <content>Severe disability . . . . . . . . . . .</content>
+            <instruction instr-id='1307' subinstr-id='0'/>
+            <instruction instr-id='1307' subinstr-id='2'/>
+            <instruction instr-id='1307' subinstr-id='4'/>
+            <instruction instr-id='1311' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1'>
+            <bounding-box x1='177' y1='309' x2='201' y2='317'/>
+            <content>18,705</content>
+            <instruction instr-id='1314' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2'>
+            <bounding-box x1='227' y1='309' x2='241' y2='317'/>
+            <content>469</content>
+            <instruction instr-id='1314' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='3'>
+            <bounding-box x1='264' y1='309' x2='280' y2='317'/>
+            <content>11.0</content>
+            <instruction instr-id='1314' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='4'>
+            <bounding-box x1='308' y1='309' x2='319' y2='317'/>
+            <content>0.3</content>
+            <instruction instr-id='1314' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='5'>
+            <bounding-box x1='334' y1='309' x2='359' y2='317'/>
+            <content>20,286</content>
+            <instruction instr-id='1314' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='6'>
+            <bounding-box x1='385' y1='309' x2='398' y2='317'/>
+            <content>566</content>
+            <instruction instr-id='1314' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='7'>
+            <bounding-box x1='422' y1='309' x2='437' y2='317'/>
+            <content>11.4</content>
+            <instruction instr-id='1314' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='8'>
+            <bounding-box x1='466' y1='309' x2='477' y2='317'/>
+            <content>0.3</content>
+            <instruction instr-id='1314' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='9'>
+            <bounding-box x1='493' y1='309' x2='516' y2='317'/>
+            <content>*1,581</content>
+            <instruction instr-id='1314' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='10'>
+            <bounding-box x1='541' y1='309' x2='555' y2='317'/>
+            <content>*0.5</content>
+            <instruction instr-id='1314' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='0'>
+            <bounding-box x1='69' y1='299' x2='161' y2='307'/>
+            <content>Employed . . . . . . . . . . . . .</content>
+            <instruction instr-id='1317' subinstr-id='0'/>
+            <instruction instr-id='1317' subinstr-id='2'/>
+            <instruction instr-id='1317' subinstr-id='4'/>
+            <instruction instr-id='1321' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1'>
+            <bounding-box x1='181' y1='299' x2='201' y2='307'/>
+            <content>5,738</content>
+            <instruction instr-id='1324' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2'>
+            <bounding-box x1='227' y1='299' x2='241' y2='307'/>
+            <content>277</content>
+            <instruction instr-id='1324' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='3'>
+            <bounding-box x1='264' y1='299' x2='280' y2='307'/>
+            <content>30.7</content>
+            <instruction instr-id='1324' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='4'>
+            <bounding-box x1='308' y1='299' x2='319' y2='307'/>
+            <content>1.2</content>
+            <instruction instr-id='1324' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='5'>
+            <bounding-box x1='339' y1='299' x2='359' y2='307'/>
+            <content>5,570</content>
+            <instruction instr-id='1324' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='6'>
+            <bounding-box x1='385' y1='299' x2='398' y2='307'/>
+            <content>261</content>
+            <instruction instr-id='1324' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='7'>
+            <bounding-box x1='422' y1='299' x2='437' y2='307'/>
+            <content>27.5</content>
+            <instruction instr-id='1324' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='8'>
+            <bounding-box x1='466' y1='299' x2='477' y2='307'/>
+            <content>1.0</content>
+            <instruction instr-id='1324' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='9'>
+            <bounding-box x1='498' y1='299' x2='516' y2='307'/>
+            <content>–167</content>
+            <instruction instr-id='1324' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='10'>
+            <bounding-box x1='537' y1='299' x2='555' y2='307'/>
+            <content>*–3.2</content>
+            <instruction instr-id='1324' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='0'>
+            <bounding-box x1='55' y1='290' x2='161' y2='298'/>
+            <content>Nonsevere disability . . . . . . . .</content>
+            <instruction instr-id='1327' subinstr-id='0'/>
+            <instruction instr-id='1327' subinstr-id='2'/>
+            <instruction instr-id='1327' subinstr-id='4'/>
+            <instruction instr-id='1331' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1'>
+            <bounding-box x1='181' y1='290' x2='201' y2='298'/>
+            <content>9,436</content>
+            <instruction instr-id='1334' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2'>
+            <bounding-box x1='227' y1='290' x2='241' y2='298'/>
+            <content>403</content>
+            <instruction instr-id='1334' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='3'>
+            <bounding-box x1='269' y1='290' x2='280' y2='298'/>
+            <content>5.5</content>
+            <instruction instr-id='1334' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='4'>
+            <bounding-box x1='308' y1='290' x2='319' y2='298'/>
+            <content>0.2</content>
+            <instruction instr-id='1334' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='5'>
+            <bounding-box x1='339' y1='290' x2='359' y2='298'/>
+            <content>9,193</content>
+            <instruction instr-id='1334' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='6'>
+            <bounding-box x1='385' y1='290' x2='398' y2='298'/>
+            <content>374</content>
+            <instruction instr-id='1334' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='7'>
+            <bounding-box x1='426' y1='290' x2='437' y2='298'/>
+            <content>5.2</content>
+            <instruction instr-id='1334' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='8'>
+            <bounding-box x1='466' y1='290' x2='477' y2='298'/>
+            <content>0.2</content>
+            <instruction instr-id='1334' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='9'>
+            <bounding-box x1='498' y1='290' x2='516' y2='298'/>
+            <content>–243</content>
+            <instruction instr-id='1334' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='10'>
+            <bounding-box x1='537' y1='290' x2='555' y2='298'/>
+            <content>*–0.4</content>
+            <instruction instr-id='1334' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='0'>
+            <bounding-box x1='69' y1='280' x2='161' y2='288'/>
+            <content>Employed . . . . . . . . . . . . .</content>
+            <instruction instr-id='1337' subinstr-id='0'/>
+            <instruction instr-id='1337' subinstr-id='2'/>
+            <instruction instr-id='1337' subinstr-id='4'/>
+            <instruction instr-id='1341' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1'>
+            <bounding-box x1='181' y1='280' x2='201' y2='288'/>
+            <content>7,100</content>
+            <instruction instr-id='1344' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2'>
+            <bounding-box x1='227' y1='280' x2='241' y2='288'/>
+            <content>356</content>
+            <instruction instr-id='1344' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='3'>
+            <bounding-box x1='264' y1='280' x2='280' y2='288'/>
+            <content>75.2</content>
+            <instruction instr-id='1344' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='4'>
+            <bounding-box x1='308' y1='280' x2='319' y2='288'/>
+            <content>1.6</content>
+            <instruction instr-id='1344' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='5'>
+            <bounding-box x1='339' y1='280' x2='359' y2='288'/>
+            <content>6,544</content>
+            <instruction instr-id='1344' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='6'>
+            <bounding-box x1='385' y1='280' x2='398' y2='288'/>
+            <content>311</content>
+            <instruction instr-id='1344' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='7'>
+            <bounding-box x1='422' y1='280' x2='437' y2='288'/>
+            <content>71.2</content>
+            <instruction instr-id='1344' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='8'>
+            <bounding-box x1='466' y1='280' x2='477' y2='288'/>
+            <content>1.6</content>
+            <instruction instr-id='1344' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='9'>
+            <bounding-box x1='495' y1='280' x2='516' y2='288'/>
+            <content>*–556</content>
+            <instruction instr-id='1344' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='10'>
+            <bounding-box x1='537' y1='280' x2='555' y2='288'/>
+            <content>*–4.1</content>
+            <instruction instr-id='1344' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='0'>
+            <bounding-box x1='53' y1='271' x2='161' y2='279'/>
+            <content>No disability. . . . . . . . . . . . . . .</content>
+            <instruction instr-id='1347' subinstr-id='-1'/>
+            <instruction instr-id='1351' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1'>
+            <bounding-box x1='173' y1='271' x2='201' y2='279'/>
+            <content>142,208</content>
+            <instruction instr-id='1354' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2'>
+            <bounding-box x1='227' y1='271' x2='241' y2='279'/>
+            <content>636</content>
+            <instruction instr-id='1354' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='3'>
+            <bounding-box x1='264' y1='271' x2='280' y2='279'/>
+            <content>83.5</content>
+            <instruction instr-id='1354' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='4'>
+            <bounding-box x1='308' y1='271' x2='319' y2='279'/>
+            <content>0.4</content>
+            <instruction instr-id='1354' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='5'>
+            <bounding-box x1='330' y1='271' x2='359' y2='279'/>
+            <content>147,816</content>
+            <instruction instr-id='1354' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='6'>
+            <bounding-box x1='385' y1='271' x2='398' y2='279'/>
+            <content>733</content>
+            <instruction instr-id='1354' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='7'>
+            <bounding-box x1='422' y1='271' x2='437' y2='279'/>
+            <content>83.4</content>
+            <instruction instr-id='1354' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='8'>
+            <bounding-box x1='465' y1='271' x2='477' y2='279'/>
+            <content>0.4</content>
+            <instruction instr-id='1354' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='9'>
+            <bounding-box x1='493' y1='271' x2='516' y2='279'/>
+            <content>*5,607</content>
+            <instruction instr-id='1354' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='10'>
+            <bounding-box x1='540' y1='271' x2='555' y2='279'/>
+            <content>–0.1</content>
+            <instruction instr-id='1354' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='0'>
+            <bounding-box x1='61' y1='261' x2='161' y2='269'/>
+            <content>Employed. . . . . . . . . . . . . . .</content>
+            <instruction instr-id='1357' subinstr-id='0'/>
+            <instruction instr-id='1357' subinstr-id='2'/>
+            <instruction instr-id='1357' subinstr-id='4'/>
+            <instruction instr-id='1361' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1'>
+            <bounding-box x1='173' y1='261' x2='201' y2='269'/>
+            <content>118,707</content>
+            <instruction instr-id='1364' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2'>
+            <bounding-box x1='227' y1='261' x2='241' y2='269'/>
+            <content>678</content>
+            <instruction instr-id='1364' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='3'>
+            <bounding-box x1='264' y1='261' x2='280' y2='269'/>
+            <content>83.5</content>
+            <instruction instr-id='1364' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='4'>
+            <bounding-box x1='308' y1='261' x2='319' y2='269'/>
+            <content>0.3</content>
+            <instruction instr-id='1364' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='5'>
+            <bounding-box x1='330' y1='261' x2='359' y2='269'/>
+            <content>116,881</content>
+            <instruction instr-id='1364' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='6'>
+            <bounding-box x1='385' y1='261' x2='398' y2='269'/>
+            <content>862</content>
+            <instruction instr-id='1364' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='7'>
+            <bounding-box x1='422' y1='261' x2='437' y2='269'/>
+            <content>79.1</content>
+            <instruction instr-id='1364' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='8'>
+            <bounding-box x1='466' y1='261' x2='477' y2='269'/>
+            <content>0.4</content>
+            <instruction instr-id='1364' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='9'>
+            <bounding-box x1='488' y1='261' x2='516' y2='269'/>
+            <content>*–1,826</content>
+            <instruction instr-id='1364' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='10'>
+            <bounding-box x1='537' y1='261' x2='555' y2='269'/>
+            <content>*–4.4</content>
+            <instruction instr-id='1364' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='0'>
+            <bounding-box x1='69' y1='242' x2='161' y2='250'/>
+            <content>Aged 65 and older . . . . .</content>
+            <instruction instr-id='1373' subinstr-id='4'/>
+            <instruction instr-id='1373' subinstr-id='6'/>
+            <instruction instr-id='1377' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1'>
+            <bounding-box x1='177' y1='242' x2='201' y2='250'/>
+            <content>35,028</content>
+            <instruction instr-id='1380' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2'>
+            <bounding-box x1='225' y1='242' x2='241' y2='250'/>
+            <content>*****</content>
+            <instruction instr-id='1380' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='3'>
+            <bounding-box x1='260' y1='242' x2='280' y2='250'/>
+            <content>100.0</content>
+            <instruction instr-id='1380' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='4'>
+            <bounding-box x1='309' y1='242' x2='319' y2='250'/>
+            <content>(X)</content>
+            <instruction instr-id='1380' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='5'>
+            <bounding-box x1='334' y1='242' x2='359' y2='250'/>
+            <content>38,599</content>
+            <instruction instr-id='1380' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='6'>
+            <bounding-box x1='382' y1='242' x2='398' y2='250'/>
+            <content>*****</content>
+            <instruction instr-id='1380' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='7'>
+            <bounding-box x1='417' y1='242' x2='437' y2='250'/>
+            <content>100.0</content>
+            <instruction instr-id='1380' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='8'>
+            <bounding-box x1='466' y1='242' x2='477' y2='250'/>
+            <content>(X)</content>
+            <instruction instr-id='1380' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='9'>
+            <bounding-box x1='490' y1='242' x2='516' y2='250'/>
+            <content>**3,571</content>
+            <instruction instr-id='1380' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='10'>
+            <bounding-box x1='545' y1='242' x2='555' y2='250'/>
+            <content>(X)</content>
+            <instruction instr-id='1380' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='0'>
+            <bounding-box x1='52' y1='233' x2='161' y2='241'/>
+            <content>With a disability . . . . . . . . . . . .</content>
+            <instruction instr-id='1389' subinstr-id='-1'/>
+            <instruction instr-id='1393' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1'>
+            <bounding-box x1='177' y1='233' x2='201' y2='241'/>
+            <content>18,132</content>
+            <instruction instr-id='1396' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2'>
+            <bounding-box x1='227' y1='233' x2='241' y2='241'/>
+            <content>324</content>
+            <instruction instr-id='1396' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='3'>
+            <bounding-box x1='264' y1='233' x2='280' y2='241'/>
+            <content>51.8</content>
+            <instruction instr-id='1396' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='4'>
+            <bounding-box x1='308' y1='233' x2='319' y2='241'/>
+            <content>0.9</content>
+            <instruction instr-id='1396' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='5'>
+            <bounding-box x1='334' y1='233' x2='359' y2='241'/>
+            <content>19,234</content>
+            <instruction instr-id='1396' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='6'>
+            <bounding-box x1='385' y1='233' x2='398' y2='241'/>
+            <content>327</content>
+            <instruction instr-id='1396' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='7'>
+            <bounding-box x1='422' y1='233' x2='437' y2='241'/>
+            <content>49.8</content>
+            <instruction instr-id='1396' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='8'>
+            <bounding-box x1='465' y1='233' x2='477' y2='241'/>
+            <content>0.8</content>
+            <instruction instr-id='1396' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='9'>
+            <bounding-box x1='493' y1='233' x2='516' y2='241'/>
+            <content>*1,102</content>
+            <instruction instr-id='1396' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='10'>
+            <bounding-box x1='537' y1='233' x2='555' y2='241'/>
+            <content>*–1.9</content>
+            <instruction instr-id='1396' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='0'>
+            <bounding-box x1='55' y1='223' x2='161' y2='231'/>
+            <content>Severe disability . . . . . . . . . . .</content>
+            <instruction instr-id='1399' subinstr-id='0'/>
+            <instruction instr-id='1399' subinstr-id='2'/>
+            <instruction instr-id='1399' subinstr-id='4'/>
+            <instruction instr-id='1403' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1'>
+            <bounding-box x1='177' y1='223' x2='201' y2='231'/>
+            <content>12,942</content>
+            <instruction instr-id='1406' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2'>
+            <bounding-box x1='227' y1='223' x2='241' y2='231'/>
+            <content>273</content>
+            <instruction instr-id='1406' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='3'>
+            <bounding-box x1='264' y1='223' x2='280' y2='231'/>
+            <content>36.9</content>
+            <instruction instr-id='1406' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='4'>
+            <bounding-box x1='308' y1='223' x2='319' y2='231'/>
+            <content>0.8</content>
+            <instruction instr-id='1406' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='5'>
+            <bounding-box x1='334' y1='223' x2='359' y2='231'/>
+            <content>14,138</content>
+            <instruction instr-id='1406' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='6'>
+            <bounding-box x1='385' y1='223' x2='398' y2='231'/>
+            <content>276</content>
+            <instruction instr-id='1406' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='7'>
+            <bounding-box x1='422' y1='223' x2='437' y2='231'/>
+            <content>36.6</content>
+            <instruction instr-id='1406' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='8'>
+            <bounding-box x1='465' y1='223' x2='477' y2='231'/>
+            <content>0.7</content>
+            <instruction instr-id='1406' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='9'>
+            <bounding-box x1='493' y1='223' x2='516' y2='231'/>
+            <content>*1,196</content>
+            <instruction instr-id='1406' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='10'>
+            <bounding-box x1='540' y1='223' x2='555' y2='231'/>
+            <content>–0.3</content>
+            <instruction instr-id='1406' subinstr-id='18'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='1' end-col='5'>
+            <bounding-box x1='200' y1='689' x2='296' y2='697'/>
+            <content>Age-adjusted disability rate</content>
+            <instruction instr-id='997' subinstr-id='0'/>
+            <instruction instr-id='997' subinstr-id='2'/>
+            <instruction instr-id='997' subinstr-id='4'/>
+            <instruction instr-id='997' subinstr-id='6'/>
+            <instruction instr-id='997' subinstr-id='8'/>
+            <instruction instr-id='997' subinstr-id='10'/>
+            <instruction instr-id='997' subinstr-id='12'/>
+            <instruction instr-id='997' subinstr-id='16'/>
+            <instruction instr-id='997' subinstr-id='18'/>
+            <instruction instr-id='997' subinstr-id='20'/>
+            <instruction instr-id='997' subinstr-id='22'/>
+            <instruction instr-id='997' subinstr-id='26'/>
+            <instruction instr-id='997' subinstr-id='28'/>
+            <instruction instr-id='997' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='6' end-col='10'>
+            <bounding-box x1='410' y1='689' x2='499' y2='697'/>
+            <content>Unadjusted disability rate</content>
+            <instruction instr-id='997' subinstr-id='32'/>
+            <instruction instr-id='997' subinstr-id='34'/>
+            <instruction instr-id='997' subinstr-id='36'/>
+            <instruction instr-id='997' subinstr-id='40'/>
+            <instruction instr-id='997' subinstr-id='42'/>
+            <instruction instr-id='997' subinstr-id='44'/>
+            <instruction instr-id='997' subinstr-id='46'/>
+            <instruction instr-id='997' subinstr-id='50'/>
+            <instruction instr-id='997' subinstr-id='52'/>
+            <instruction instr-id='997' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1' end-col='2'>
+            <bounding-box x1='179' y1='677' x2='197' y2='685'/>
+            <content>2005</content>
+            <instruction instr-id='999' subinstr-id='0'/>
+            <instruction instr-id='999' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-col='4'>
+            <bounding-box x1='261' y1='677' x2='279' y2='685'/>
+            <content>2010</content>
+            <instruction instr-id='999' subinstr-id='4'/>
+            <instruction instr-id='999' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6' end-col='7'>
+            <bounding-box x1='384' y1='677' x2='402' y2='685'/>
+            <content>2005</content>
+            <instruction instr-id='615' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='8' end-col='9'>
+            <bounding-box x1='466' y1='677' x2='484' y2='685'/>
+            <content>2010</content>
+            <instruction instr-id='615' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='0' end-row='2'>
+            <bounding-box x1='82' y1='672' x2='115' y2='680'/>
+            <content>Category</content>
+            <instruction instr-id='611' subinstr-id='0'/>
+            <instruction instr-id='611' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='156' y1='662' x2='187' y2='670'/>
+            <content>Estimate</content>
+            <instruction instr-id='1030' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='192' y1='653' x2='225' y2='670'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1033' subinstr-id='-1'/>
+            <instruction instr-id='1036' subinstr-id='0'/>
+            <instruction instr-id='1036' subinstr-id='2'/>
+            <instruction instr-id='1036' subinstr-id='4'/>
+            <instruction instr-id='1036' subinstr-id='8'/>
+            <instruction instr-id='1038' subinstr-id='0'/>
+            <instruction instr-id='1038' subinstr-id='2'/>
+            <instruction instr-id='1038' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='237' y1='653' x2='268' y2='661'/>
+            <content>Estimate</content>
+            <instruction instr-id='1038' subinstr-id='6'/>
+            <instruction instr-id='1038' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='276' y1='654' x2='309' y2='672'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1018' subinstr-id='0'/>
+            <instruction instr-id='1018' subinstr-id='2'/>
+            <instruction instr-id='1018' subinstr-id='6'/>
+            <instruction instr-id='1020' subinstr-id='0'/>
+            <instruction instr-id='1020' subinstr-id='2'/>
+            <instruction instr-id='1020' subinstr-id='6'/>
+            <instruction instr-id='1020' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5' end-row='2'>
+            <bounding-box x1='314' y1='654' x2='350' y2='662'/>
+            <content>Difference</content>
+            <instruction instr-id='613' subinstr-id='0'/>
+            <instruction instr-id='613' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6'>
+            <bounding-box x1='360' y1='654' x2='391' y2='662'/>
+            <content>Estimate</content>
+            <instruction instr-id='1020' subinstr-id='10'/>
+            <instruction instr-id='1020' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7'>
+            <bounding-box x1='399' y1='654' x2='432' y2='672'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1011' subinstr-id='0'/>
+            <instruction instr-id='1011' subinstr-id='2'/>
+            <instruction instr-id='1011' subinstr-id='4'/>
+            <instruction instr-id='1013' subinstr-id='0'/>
+            <instruction instr-id='1013' subinstr-id='2'/>
+            <instruction instr-id='1013' subinstr-id='4'/>
+            <instruction instr-id='1013' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8'>
+            <bounding-box x1='442' y1='654' x2='473' y2='662'/>
+            <content>Estimate</content>
+            <instruction instr-id='1013' subinstr-id='8'/>
+            <instruction instr-id='1013' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='9'>
+            <bounding-box x1='481' y1='654' x2='514' y2='672'/>
+            <content>Margin of
+error (±)</content>
+            <instruction instr-id='1004' subinstr-id='0'/>
+            <instruction instr-id='1004' subinstr-id='2'/>
+            <instruction instr-id='1004' subinstr-id='4'/>
+            <instruction instr-id='1006' subinstr-id='0'/>
+            <instruction instr-id='1006' subinstr-id='2'/>
+            <instruction instr-id='1006' subinstr-id='4'/>
+            <instruction instr-id='1006' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='10' end-row='2'>
+            <bounding-box x1='550' y1='654' x2='555' y2='662'/>
+            <content>Difference</content>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='68' y1='642' x2='147' y2='650'/>
+            <content>All people . . . . . . . . .</content>
+            <instruction instr-id='624' subinstr-id='0'/>
+            <instruction instr-id='624' subinstr-id='2'/>
+            <instruction instr-id='628' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='171' y1='642' x2='187' y2='650'/>
+            <content>18.6</content>
+            <instruction instr-id='631' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='216' y1='642' x2='228' y2='650'/>
+            <content>0.3</content>
+            <instruction instr-id='631' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='253' y1='642' x2='269' y2='650'/>
+            <content>18.1</content>
+            <instruction instr-id='631' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='298' y1='642' x2='309' y2='650'/>
+            <content>0.3</content>
+            <instruction instr-id='631' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5'>
+            <bounding-box x1='332' y1='642' x2='350' y2='650'/>
+            <content>*–0.5</content>
+            <instruction instr-id='631' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6'>
+            <bounding-box x1='376' y1='642' x2='391' y2='650'/>
+            <content>18.7</content>
+            <instruction instr-id='631' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7'>
+            <bounding-box x1='421' y1='642' x2='432' y2='650'/>
+            <content>0.3</content>
+            <instruction instr-id='631' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8'>
+            <bounding-box x1='457' y1='642' x2='473' y2='650'/>
+            <content>18.7</content>
+            <instruction instr-id='631' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='9'>
+            <bounding-box x1='503' y1='642' x2='514' y2='650'/>
+            <content>0.3</content>
+            <instruction instr-id='631' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='10'>
+            <bounding-box x1='550' y1='642' x2='555' y2='650'/>
+            <content>–</content>
+            <instruction instr-id='631' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='52' y1='623' x2='147' y2='631'/>
+            <content>Male. . . . . . . . . . . . . . . . . .</content>
+            <instruction instr-id='640' subinstr-id='-1'/>
+            <instruction instr-id='644' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='01'>
+            <bounding-box x1='171' y1='623' x2='187' y2='631'/>
+            <content>17.9</content>
+            <instruction instr-id='647' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='216' y1='623' x2='228' y2='631'/>
+            <content>0.4</content>
+            <instruction instr-id='647' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='253' y1='623' x2='269' y2='631'/>
+            <content>17.6</content>
+            <instruction instr-id='647' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='298' y1='623' x2='309' y2='631'/>
+            <content>0.4</content>
+            <instruction instr-id='647' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='335' y1='623' x2='350' y2='631'/>
+            <content>–0.3</content>
+            <instruction instr-id='647' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6'>
+            <bounding-box x1='376' y1='623' x2='391' y2='631'/>
+            <content>17.3</content>
+            <instruction instr-id='647' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7'>
+            <bounding-box x1='421' y1='623' x2='432' y2='631'/>
+            <content>0.4</content>
+            <instruction instr-id='647' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8'>
+            <bounding-box x1='457' y1='623' x2='473' y2='631'/>
+            <content>17.4</content>
+            <instruction instr-id='647' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='9'>
+            <bounding-box x1='503' y1='623' x2='514' y2='631'/>
+            <content>0.4</content>
+            <instruction instr-id='647' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='10'>
+            <bounding-box x1='544' y1='623' x2='555' y2='631'/>
+            <content>0.2</content>
+            <instruction instr-id='647' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='52' y1='613' x2='147' y2='621'/>
+            <content>Female. . . . . . . . . . . . . . . .</content>
+            <instruction instr-id='649' subinstr-id='0'/>
+            <instruction instr-id='649' subinstr-id='2'/>
+            <instruction instr-id='653' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='171' y1='613' x2='187' y2='621'/>
+            <content>19.0</content>
+            <instruction instr-id='656' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='216' y1='613' x2='228' y2='621'/>
+            <content>0.3</content>
+            <instruction instr-id='656' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='253' y1='613' x2='269' y2='621'/>
+            <content>18.3</content>
+            <instruction instr-id='656' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='298' y1='613' x2='309' y2='621'/>
+            <content>0.4</content>
+            <instruction instr-id='656' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5'>
+            <bounding-box x1='332' y1='613' x2='350' y2='621'/>
+            <content>*–0.7</content>
+            <instruction instr-id='656' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6'>
+            <bounding-box x1='376' y1='613' x2='391' y2='621'/>
+            <content>20.1</content>
+            <instruction instr-id='656' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7'>
+            <bounding-box x1='421' y1='613' x2='432' y2='621'/>
+            <content>0.3</content>
+            <instruction instr-id='656' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8'>
+            <bounding-box x1='457' y1='613' x2='473' y2='621'/>
+            <content>19.8</content>
+            <instruction instr-id='656' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='9'>
+            <bounding-box x1='503' y1='613' x2='514' y2='621'/>
+            <content>0.4</content>
+            <instruction instr-id='656' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='10'>
+            <bounding-box x1='539' y1='613' x2='555' y2='621'/>
+            <content>–0.2</content>
+            <instruction instr-id='656' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='52' y1='594' x2='147' y2='602'/>
+            <content>White alone . . . . . . . . . . . .</content>
+            <instruction instr-id='659' subinstr-id='-1'/>
+            <instruction instr-id='663' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='171' y1='594' x2='187' y2='602'/>
+            <content>17.9</content>
+            <instruction instr-id='666' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='216' y1='594' x2='228' y2='602'/>
+            <content>0.3</content>
+            <instruction instr-id='666' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='253' y1='594' x2='269' y2='602'/>
+            <content>17.4</content>
+            <instruction instr-id='666' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='298' y1='594' x2='309' y2='602'/>
+            <content>0.3</content>
+            <instruction instr-id='666' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='332' y1='594' x2='350' y2='602'/>
+            <content>*–0.5</content>
+            <instruction instr-id='666' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6'>
+            <bounding-box x1='376' y1='594' x2='391' y2='602'/>
+            <content>18.6</content>
+            <instruction instr-id='666' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7'>
+            <bounding-box x1='421' y1='594' x2='432' y2='602'/>
+            <content>0.3</content>
+            <instruction instr-id='666' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='08'>
+            <bounding-box x1='457' y1='594' x2='473' y2='602'/>
+            <content>18.5</content>
+            <instruction instr-id='666' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='9'>
+            <bounding-box x1='503' y1='594' x2='514' y2='602'/>
+            <content>0.3</content>
+            <instruction instr-id='666' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='10'>
+            <bounding-box x1='550' y1='594' x2='555' y2='602'/>
+            <content>–</content>
+            <instruction instr-id='666' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='60' y1='585' x2='147' y2='593'/>
+            <content>Not Hispanic. . . . . . . . . .</content>
+            <instruction instr-id='669' subinstr-id='2'/>
+            <instruction instr-id='673' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='171' y1='585' x2='187' y2='593'/>
+            <content>18.1</content>
+            <instruction instr-id='676' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2'>
+            <bounding-box x1='216' y1='585' x2='228' y2='593'/>
+            <content>0.4</content>
+            <instruction instr-id='676' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='253' y1='585' x2='269' y2='593'/>
+            <content>17.6</content>
+            <instruction instr-id='676' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4'>
+            <bounding-box x1='298' y1='585' x2='309' y2='593'/>
+            <content>0.4</content>
+            <instruction instr-id='676' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5'>
+            <bounding-box x1='335' y1='585' x2='350' y2='593'/>
+            <content>–0.4</content>
+            <instruction instr-id='676' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6'>
+            <bounding-box x1='376' y1='585' x2='391' y2='593'/>
+            <content>19.7</content>
+            <instruction instr-id='676' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7'>
+            <bounding-box x1='421' y1='585' x2='432' y2='593'/>
+            <content>0.4</content>
+            <instruction instr-id='676' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8'>
+            <bounding-box x1='457' y1='585' x2='473' y2='593'/>
+            <content>19.8</content>
+            <instruction instr-id='676' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='9'>
+            <bounding-box x1='503' y1='585' x2='514' y2='593'/>
+            <content>0.4</content>
+            <instruction instr-id='676' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='10'>
+            <bounding-box x1='544' y1='585' x2='555' y2='593'/>
+            <content>0.1</content>
+            <instruction instr-id='676' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='52' y1='575' x2='147' y2='583'/>
+            <content>Black alone . . . . . . . . . . . .</content>
+            <instruction instr-id='679' subinstr-id='0'/>
+            <instruction instr-id='679' subinstr-id='2'/>
+            <instruction instr-id='683' subinstr-id='-1'/>
+         </cell>
+
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='171' y1='575' x2='187' y2='583'/>
+            <content>23.2</content>
+            <instruction instr-id='686' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2'>
+            <bounding-box x1='216' y1='575' x2='228' y2='583'/>
+            <content>0.7</content>
+            <instruction instr-id='686' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3'>
+            <bounding-box x1='253' y1='575' x2='269' y2='583'/>
+            <content>22.2</content>
+            <instruction instr-id='686' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4'>
+            <bounding-box x1='298' y1='575' x2='309' y2='583'/>
+            <content>0.7</content>
+            <instruction instr-id='686' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5'>
+            <bounding-box x1='335' y1='575' x2='350' y2='583'/>
+            <content>–1.0</content>
+            <instruction instr-id='686' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6'>
+            <bounding-box x1='376' y1='575' x2='391' y2='583'/>
+            <content>20.4</content>
+            <instruction instr-id='686' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7'>
+            <bounding-box x1='421' y1='575' x2='432' y2='583'/>
+            <content>0.7</content>
+            <instruction instr-id='686' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8'>
+            <bounding-box x1='457' y1='575' x2='473' y2='583'/>
+            <content>20.3</content>
+            <instruction instr-id='686' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='9'>
+            <bounding-box x1='503' y1='575' x2='514' y2='583'/>
+            <content>0.7</content>
+            <instruction instr-id='686' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='10'>
+            <bounding-box x1='539' y1='575' x2='555' y2='583'/>
+            <content>–0.2</content>
+            <instruction instr-id='686' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='60' y1='566' x2='147' y2='574'/>
+            <content>Not Hispanic. . . . . . . . . .</content>
+            <instruction instr-id='689' subinstr-id='2'/>
+            <instruction instr-id='693' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='171' y1='566' x2='187' y2='574'/>
+            <content>23.3</content>
+            <instruction instr-id='696' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2'>
+            <bounding-box x1='216' y1='566' x2='228' y2='574'/>
+            <content>0.7</content>
+            <instruction instr-id='696' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3'>
+            <bounding-box x1='253' y1='566' x2='269' y2='574'/>
+            <content>22.3</content>
+            <instruction instr-id='696' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4'>
+            <bounding-box x1='298' y1='566' x2='309' y2='574'/>
+            <content>0.7</content>
+            <instruction instr-id='696' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5'>
+            <bounding-box x1='332' y1='566' x2='350' y2='574'/>
+            <content>*–1.0</content>
+            <instruction instr-id='696' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6'>
+            <bounding-box x1='376' y1='566' x2='391' y2='574'/>
+            <content>20.7</content>
+            <instruction instr-id='696' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7'>
+            <bounding-box x1='421' y1='566' x2='432' y2='574'/>
+            <content>0.7</content>
+            <instruction instr-id='696' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='8'>
+            <bounding-box x1='457' y1='566' x2='473' y2='574'/>
+            <content>20.7</content>
+            <instruction instr-id='696' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='9'>
+            <bounding-box x1='503' y1='566' x2='514' y2='574'/>
+            <content>0.7</content>
+            <instruction instr-id='696' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='10'>
+            <bounding-box x1='550' y1='566' x2='555' y2='574'/>
+            <content>–</content>
+            <instruction instr-id='696' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='52' y1='556' x2='147' y2='564'/>
+            <content>Asian Alone. . . . . . . . . . . .</content>
+            <instruction instr-id='699' subinstr-id='-1'/>
+            <instruction instr-id='703' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='171' y1='556' x2='187' y2='564'/>
+            <content>14.5</content>
+            <instruction instr-id='706' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2'>
+            <bounding-box x1='216' y1='556' x2='228' y2='564'/>
+            <content>1.3</content>
+            <instruction instr-id='706' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3'>
+            <bounding-box x1='253' y1='556' x2='269' y2='564'/>
+            <content>14.5</content>
+            <instruction instr-id='706' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='298' y1='556' x2='309' y2='564'/>
+            <content>1.1</content>
+            <instruction instr-id='706' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5'>
+            <bounding-box x1='346' y1='556' x2='350' y2='564'/>
+            <content>–</content>
+            <instruction instr-id='706' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6'>
+            <bounding-box x1='376' y1='556' x2='391' y2='564'/>
+            <content>12.4</content>
+            <instruction instr-id='706' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7'>
+            <bounding-box x1='421' y1='556' x2='432' y2='564'/>
+            <content>1.2</content>
+            <instruction instr-id='706' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='8'>
+            <bounding-box x1='457' y1='556' x2='473' y2='564'/>
+            <content>13.0</content>
+            <instruction instr-id='706' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='9'>
+            <bounding-box x1='503' y1='556' x2='514' y2='564'/>
+            <content>1.0</content>
+            <instruction instr-id='706' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='10'>
+            <bounding-box x1='544' y1='556' x2='555' y2='564'/>
+            <content>0.6</content>
+            <instruction instr-id='706' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='60' y1='547' x2='147' y2='555'/>
+            <content>Not Hispanic. . . . . . . . . .</content>
+            <instruction instr-id='709' subinstr-id='2'/>
+            <instruction instr-id='713' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='171' y1='547' x2='187' y2='555'/>
+            <content>14.6</content>
+            <instruction instr-id='716' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2'>
+            <bounding-box x1='216' y1='547' x2='228' y2='555'/>
+            <content>1.3</content>
+            <instruction instr-id='716' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3'>
+            <bounding-box x1='253' y1='547' x2='269' y2='555'/>
+            <content>14.4</content>
+            <instruction instr-id='716' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4'>
+            <bounding-box x1='298' y1='547' x2='309' y2='555'/>
+            <content>1.1</content>
+            <instruction instr-id='716' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5'>
+            <bounding-box x1='335' y1='547' x2='350' y2='555'/>
+            <content>–0.2</content>
+            <instruction instr-id='716' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6'>
+            <bounding-box x1='376' y1='547' x2='391' y2='555'/>
+            <content>12.5</content>
+            <instruction instr-id='716' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='7'>
+            <bounding-box x1='421' y1='547' x2='432' y2='555'/>
+            <content>1.2</content>
+            <instruction instr-id='716' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='8'>
+            <bounding-box x1='457' y1='547' x2='473' y2='555'/>
+            <content>13.0</content>
+            <instruction instr-id='716' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='9'>
+            <bounding-box x1='503' y1='547' x2='514' y2='555'/>
+            <content>1.1</content>
+            <instruction instr-id='716' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='10'>
+            <bounding-box x1='544' y1='547' x2='555' y2='555'/>
+            <content>0.5</content>
+            <instruction instr-id='716' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='52' y1='537' x2='147' y2='545'/>
+            <content>Hispanic or Latino . . . . . . .</content>
+            <instruction instr-id='719' subinstr-id='-1'/>
+            <instruction instr-id='723' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='171' y1='537' x2='187' y2='545'/>
+            <content>18.4</content>
+            <instruction instr-id='726' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2'>
+            <bounding-box x1='216' y1='537' x2='228' y2='545'/>
+            <content>0.9</content>
+            <instruction instr-id='726' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3'>
+            <bounding-box x1='253' y1='537' x2='269' y2='545'/>
+            <content>17.8</content>
+            <instruction instr-id='726' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='298' y1='537' x2='309' y2='545'/>
+            <content>0.7</content>
+            <instruction instr-id='726' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='335' y1='537' x2='350' y2='545'/>
+            <content>–0.6</content>
+            <instruction instr-id='726' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6'>
+            <bounding-box x1='376' y1='537' x2='391' y2='545'/>
+            <content>13.1</content>
+            <instruction instr-id='726' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7'>
+            <bounding-box x1='421' y1='537' x2='432' y2='545'/>
+            <content>0.7</content>
+            <instruction instr-id='726' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='8'>
+            <bounding-box x1='457' y1='537' x2='473' y2='545'/>
+            <content>13.2</content>
+            <instruction instr-id='726' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='9'>
+            <bounding-box x1='503' y1='537' x2='514' y2='545'/>
+            <content>0.6</content>
+            <instruction instr-id='726' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='10'>
+            <bounding-box x1='544' y1='537' x2='555' y2='545'/>
+            <content>0.1</content>
+            <instruction instr-id='726' subinstr-id='18'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..ff995b66df38ebf7b031b22a79178cd037142c26
GIT binary patch
literal 435487
zcmd3OWmH_t7G~q_1eeC$J-EBOYvb+^B*EQ+gdhnXB)B^S4ek~!xI>WOOq1Mq?|tu$
z+%-RDP5(ISt6ke`*WsM1I#8)dNHMW7b0SjpAI9e*@&Q?aPG+`<0s<@wAV({AYakmd
zn54!cWn=FSas{$T*_*n9BtYg)79b%ZL^pR=kf{TrcjiczgA-9xV*g2<P>(}L^8uUG
z=WTT!et1aQmIaI8k?u(BL*nn^tR!^>O~b+LXj+-^iTu~EzVWouR}WgMs@1hF;GL0I
zaee<FIa{G)G3GoVjO#%aMes!UXyiD`96%%C@~X2#vq~Vd$rv|$>*{dKs{4uczU~{g
za7UkO^KR6EmsLBWDxRjbp{%-r)2N(a%cGNVVJ~~3ZF8R<t(U)>7S6T&X9dlMFY<x3
zfyRcKy=f0u&M&crg^#RqOPiHAK^?p!j|aDNk!^0DC8_icIqO4h`L(w`C`Uh3t&&Ey
z^eR@-I%<XYF3tFQ+^dw;hn7hi_QIyi+0N1CD1vI~D0RB~Oa-}d-0C$7^2h6Wm4_O)
zKYSTVacKT-Fz|J{?sEA$pz!0m)?zj3?MI0P-2RrCoW|AV53|u5whf_DOmjsUkFfeX
z%{%lM)s2r=hqp7NUpEYm4gAk<FBN7z_*hQ+N4|TuybSs@-{!_5LOPa(1C!J6u->@H
z7$>Mhc-SzWEZ!mLYhF&Kx)nX&%y4(N{HP;vsC1BF)^@Aj@u<>z6n$xi#`MW{V*UpX
zKP4A7E@;d4y7zLyX+nDhod;(_>XdD2oxx@t`N2^^-=o>B>b%q`;HK1RJ#bEYceg9*
z{#D+TR&I@C-hmvNC*qi130b*y!sF1Jupo3iNW+M^p}V_@S1ld9MZr@F>UF)Abw(6h
ziHu?4G_O`qj_3T(3bAqIR(|fTxgz+j3`5ROH%;=*VWYJl7#pD&cHI7G;h->u&N-3L
z$0cOVKeKw;xIK(=i!HZhQ2WX0yQb2RqS<}ZKgovtP$~CaMWv)Z)=S)lDnrkpd%R8m
z5LX^Ah#{hLi|k@6P3W~PXlQwF#S0}2RRgAtuOS8Y34iBgH4NkaB{6k*(yI8H__Yx+
zTjdU_zDB?+t;Y*uyhpQFQzxK0cl`Y3<+cv*yP}Z~%yH2T2ajSJmy&1#j}K+7jrTwH
z#ij$XpKe-^R<Ay2p89q#aO-%HAp_>V)+x@E?32&tXb#Q1!gGsus9JUyt5QVRbFG8n
zAyS@??)AOYw)SVgWs^45&mL8O$}XTAaP@#=F+r@J<@xlATye%QwUBxBSgBuZLGC7I
zMsyd6sXFF`FBfcK83FD)=4LV&v<cZhKb$DF`nqUAJ63GaT&!?_Ev?+ZN3JM+Eb*#W
zvb07}$!t%d7CiZ)OUQi3iZ{*;dMj)>@Itzc7ha7^g5KXAjN{I~M=!mNw=9;6`O<q;
z=zQh@zapDENww7#-W*D|cJv*f3W!tMZ(Mai8=v-SH(09Qa)hdxGp!QEW(_eb?0YRw
z4zFlV;iUDncoMuKW-0aX!&|Sct=6wY=R;@rQa}?gu|Z1tkD04_?~eHjvD2d~yaa1&
zxYUnQpDY@LHF~!o7T*r{g-;O(R5f;>aRi6pHb}1~q`xsM<l5q8xm+sX2=v>1C2TJx
zcG9_jW*Xkd(=x$eUgQ+MNd`k5AAE4;=>@(c;WjGN=!nk>mYF!-n>Edol&bnS8Q~5s
z!|EYQuD+7(c+>Zt93nu-v@ZhI(QB#4RZXxnJn(hL_>Oo5$oykg-i(<G5eLtHi?7Vl
zTFz)A2DHOMfJ^Wr?d-!{0Lm4aD^NA}3#nGPsG%6#9U(Q<;B5aV<6WYUB@pq`pbyl^
zJX@Cvon<f-Z9TM1JsG-})=KpLsjsy)5(|QQ9RjhsbLoUGkYq-8LzW4M;ARfw;(c<d
zY;wO{2{Jq3ghMsDyvYjCAwEHL|AA-s=4JDz{>IQ4UxQ1>AC0<YfI|W!h`GC$tI27`
z{?X<rww?FQ!eolTWLmb*+xt9QJVw{N4W1}vqMA9ZuzDZ#B(ut1{tzg#GmVlWfRa^e
zu)Y3SWXa2<0i!k{a{J?EgivvADA$HnlLo(>vAqu>n4#kl=^aKQw)-Vr!wrlrQi=)j
z9wVV4dn2Zg(2o4DuzQK5wQ`FmYT`VuafPF@%_vsyxEb2%IE!JaDmzR2S)eIWd$6_3
z-kNI+t~90@MsDS9f`JZ3oeP=Fctjs(D8}i*$f;9t%hxYH)tv0Cjk%KVs>8a;+fU0r
z(Yb5Cl4Yg+K$oS7z+Ky?+V}n=NW^@dO;)*<fuWX9U2U;sU9uM0nt-mvvs+EeIv5I)
z1i>4F35vjQsU*8H`2}Rk=k+QlF^RACqcOYg1=Nh7P!W*H;H8*qOjv&E4rKQyf}tUF
z{^M1@{6R`in&>4?*1DtY_y9E!vO=GTo*A;7QUXpS#31}6ra7x?P^}EIgj7N*UT^|d
zzN8tzH7LJ_8YR(+f}9Bx>Vyh1Ba}FL2~I-a%f@?}1^yT~IP9uLkO-SoVbU#^U}4F}
zpu$=8o#9<2CS|(rXjH0=u^$YUmV2s?PD+LLU@glnl`M@6drjtx;>q@FMCvkVS<BQK
za*ah?<F1gDU&?H=u6nguO{u_KF)wEJYFXMLSLBkPHP2G|<J144S<Wu09r=ZV4noo}
zqg8>;-;|lX2a5zDFo-6lZ<XzGA4UJ^S&8D^U!K+e_AH2!V@Ma{?_3^ff3v^f@yynm
zLOVEItu+a=q|%j~V!vXg*>03EdM6H!%%1zChThoekJjR^z7^`MpW)!xI2T&SO8naX
zXubO_m-SoD{g+&Y+|EM|*jM_DpSmd(xQ`Nq`!F?+zySp%!B6#rc}zc@g@s`22ZJe!
zWJn@N+DKU+6q1EkI@WS_C#D`Q+*BW}pMv1>q?NCx#-wh{ACO4mNCan;g-N&KFVs(R
zdUmqTV2;l`f#!7hMp*OnF({>o?u-Rr>>x=q&P+AmBou^rE1FnvNVVF2w4f_UYs*2;
z#^Z1nD553*M$IdU0n_h>NdDC!NF7@hOa$isix@@T4JLYTk9MAA=0-SYtYJ%H6OGYD
z&^90_sY-O6Wd=pK{)-p|4<@b~Mk9k6e&PRQ_)F@Ss{EQUjQOAbkhqG%cxzk`(W656
zCYo=e3rUer-@lf$`hZ+n(kVHG2J5ZZnOma_>pk<kbppe<o>lWtjbN|58ve(=FE9Ob
zwNL*nB|O>c_t0ce{jLO(A%tT#;Pf&U(dK^hR?3SAGUt=T*y?j50H<`w1{=c>E3?~*
z6`wa-{TI%S2-@I-!Pw&NqKl#h6VX+{48Mqy80%o7UsTGQ4X}o1{2vT|llrZ8=k-5V
zoAmx4tF@Z==W5@7_{VAkBL49(cqUt{d4nslQPDYy95HSOTOxT08k}G-QB<PoUqs0e
zFtL(`2CCofcR~M0mH(~u!Slge$wgZoHg1bE3Z5r>3am>9Y@q2ZQwlswT%*Xp#_n)}
z^PM^cW-a6e-BHZ@n<io{lXlsW7ug3wmqumoKEfMe@qv4EG&d!FN}s+Tpj#sCDutwJ
z77qGp)M-}pfN?n5+}S(%fYC~AQnm01ul1r)2i!Ra&BzVrEP=$8e-?Y)Yk5ZjF8g1M
zKOs{qdD#A01k}7-V5Od3R%?^vziil4KVX#6JKOy7tdjG$MNaoX=n4d#_h6?h2pXST
zCvC5LEx-XiRK1DL0h?CrH2W>c_M26qUN}e-hB@pw{&~I*UP+&p{AL8t$(LZqk6BR-
zIG-~CiIa5{|7$Y;(vk~~7;Jvxw-$G>7HyPYjIUTsRG&SK_gu^U?c1m46e1d6|JIW7
zTTAY5Enr_-ZGSPYyn={c-N`oHphLmzwhx*B<_vg?8HxEQp5jwt<0|*d)0QG|2Z!W-
zA4JCN-m`%TfLZE<XZVf}5%!>TslpvVxOVeBf8ZJfkV;6FX-DXUpCli|CCh%1PnF~Z
z!5UOMa831k2gW9HlMoOCWJ>bm+VBxoBfm*{IEPfTxMvooc%6`t<X0i16yPPjJ*1?R
z^n#$Dn}HmZ)HM=io#W!?My^MVzg8B3L(tDllM6}`9epNe){v`F-{fM@d`0YCla=`3
zjFZdOY<uRMCfw-ey<c*0;fy*K@9jr2|Asg57(IRN?(xCwNC|JTjiH@D8M6DWX8Em0
zN00h6v(uRdw}A2<O=wwHl{Ww>Tj1&^alO^KWwEdIY{rk4scok0!|k}u#Vk~lvr|j%
z%yz3b4PAJHVCi@1U+Z(v!-@Qxc&{2-9u5uG*+g^i*Wy{ap@4S!@Tv$4&F2YnhjL}A
z+KPFG!HXrmQ`i<Wcnl9WLeu5r9y8pq%8L++f|*p?_b$vKw)QtO`^zoq?lceS)vI}d
z4-2N4c0At5_~_%0<6NtnoDek$u=R!oErnO%8jqG$9fl5HnqKBYzEXR!W0M%rvAVt>
z_mp-`a|KHPp=evh!+IZb;<b`h5~^2o+?tIquwC+2MVMr2bFo5$3fudhbf&xOHV>yn
zj)%+Rnx<LNL+fcE_WQTl2xZSDG@BfpDaRpw-s>X+JP27eq2=$S3Dzb`!*HDW8ku?~
z5*Z~9U5`-NP1@Mr!;57p-8&8G&P9UtTStdPXjFE#0z0EzP_U69E6ik{yWKb9CIm>0
zUhy(S)87OeR#aI-O{g%aB8NMERT@4h&&V1o-vg2*SDd2Ve+n(rQ;i}h6R&2~(jdSb
z3w&KO7TT>1L-L)sp-+ekHh;|epg!~snq+8ZL+q1a;g1{<U$q^Y?O}NCM!Ye{<l|SO
znpU;)S*siAHhXl5yLjKF1w?;-Yicbev@zP&(ATA~a4wl}V?w!5*e|Tj@<grHWLU;1
zm^b$Z!sL1sbdt?-vP!2Grt^HhAin^?EqIOBDeqBkCdzqiG4Q1k1Qd70zv$`fU&oW8
zEs5<U+qhLhTj%0;DqyVe{Sa8dv^thA-(9RM<IIJgwboD8t^w*COJ~TX_=pf28KC03
zVmg&c`d*JRAVG*-EO2ud4zx45KY<oI5lL!NX4$+8$EA%JE6Utu++LEi8_%m_s=5Ye
z=T81`@B=59Q19D5CJxMqcjfAE76+nXY1Ap{Xb9`ekLlGm+pJrnEiP|n>Zq=k<J-eX
z{i|V=Wh;`egX*xvm3h{1$hMpJx+`m*I!%i#h&)$sz95~Ljs*2LP#57PorRC|VVRwu
z6_vc~Gl=2pbPTZ(tBmwT9dv=`E)aWHTQZ#@V=fg_1xqKh=NQ8U$}8*rg2$nY%*CcH
zm8haFZ21YI`xr}1@g3uAK9M<7B&X(>CQX1&Nx0Z~-&fN2`@II9-`(<W32IiX6fT=H
z=0?y(K^cX<?>c7Oib=vg%Bp2*dMdam?<Q$fl-=woT(YJ&n4JdOEK<(c4Noc;`9iT3
zfV(7;_B}u!eu~pj;s=Jgzz8|{RSA4vZ#o+PS$f2T0?p~rx267N!U+UA%iPSFJ8C^L
zyQ>nueCL6!Na~7bji?3fhKEO{iZ5tMBsqw7+(XiWe}>@+-&-E-uZWwdEK-zjI`Y~1
zY>1h_W|dzZAGGw&Y3H-zEwcsBRa@b1&%76(*Vvo#6EP3-)ei|eQ(Afu4)}qfZxz{x
zkLZ^a2Q2~XvuBl2xP=mjoU^8Dc0(^;quwsY%{wep%`fYn*c{5vEj1w=@Fz^uUHJth
zDQZ((#bau7PS&1&qZraA{UUI_uz;jvx^{lH_PShN>hmW}IU(qhFy7ww7D*H#i;yN=
znGa~E5-XU}$5Uh{B?V+p8wwSba`*XrFSZLe%B?v)%%Y2Ky~g^L-HFQxCG#|hxE&Pd
zh#)y`qqj{a>RDsoOGM!{;^Sdi-jux2Y`j565~4cV$?_}6`oa<5-JZan?oL3U?VIUt
z!87OZ{V7$zitFM=Y)bM&ROCQmWW*@np3Z&mc0ilkmnsg28&iRdyD+J@upzOr=jAFR
zZz<ScLIQ^@NP;}d^u>9lcSmF5#;K1IWUP$Q5fUY^%I2h{trMxK-sHd>NUu++Fw7*R
zbfQ%V*?L}G;v=j&l+}56VQ#8Vviq}$&o>3{wT-*W^1|OXrkC|vpu}g4?7~cOf(h?O
zULe5X*|O*cC-8U~5un4~I~A&3G&0(hYQ^&uzw;r?h1j84pdMlaOjtr-P}4$TX}rq-
zy=CmR$cUpRMK%q?L`l!V))-J6>-F*${W9Ef^GzvSJbE-WhNAD1mQi`1S_rk9R(oU@
zDoaT%j5@prX4xR5__KyXH77?rPSpm{=NDOdmls42KHooPeJM*|R?c8U)tjVvqf5@4
zlTP?K7)t^Z?z4AUq-<B?;@kYr&r@GdJjX^*-XV5jvEj~MO>oG}?!nG&ZrlO%MnMi%
zgX)r#4y7c@$h>W4LerJyShDoiDFk<pHKB$tIXcZ1h{N#QAI;gh8WE0blu&k2xrE*!
zq`g?`A^z;YLQL-xZoNGlrD~mF5dat_|C#5gw-Xm{<_LNlhaeaeNooZ_Q|D(1k=6m1
z*3KrDX-hZ&Rrt!%K+?EduIk00czODqt9Q#C=p=iMQeECpc`Afw!T4enff4V_KS{d+
zdvkN_tS=He_=Cq0tSQ~}HE(jO3nX2<0HWt$QbC4%N~=q*MFykp%aR(4>M)vj=!uZx
z*d-4|IyEvnnQ%M<T2xpb>K?jYxrCh8%!AI=inEOL`rY-@D2C#gDFo$^A&t&+`I$&$
zZNkn7S-hL(XDyEbC&z94Ys8dy%QmmvI%)DcMo;luX0KIuM-6A^7T1ONb%cBMl?-;f
zF9Lg7;$};?zB{z`+b@qf6N<yNm46Qvu86AeZEb?9koP@yBnPtlC4D2{^GhOfME!va
zE7(jkkcP?-@4+SRUE(-&R+6J#Y-82Mq^*a+xV9z#XwKJ~g6?EW5MZy-ByQLL;Mf)h
zjqPOV`oNLPfb~lFiPeao<0p?@>@q^(TCWw0rE8jaT{DGZxNtAe5+QBuQJ{KxeJ^!D
z>b@|$;qh$I2#yKS39NCbXKqve4Zy3eZSUmOwXn0ftG?DG+s{Wib?VPej6a655m!r<
z4lobne}YC%+XZ#KK;A`CI;wpPwOZl$3XHRI-fRZU)Mr1k)|IM0#}_;tXMc)sv%`)_
zSaYy8V(Yu{_DSebWg%!qj5{{RE0=hCti6zB-4W5?u)Za-k&2E-^rgD~yo<}82tOBY
zR&(5=LC~V+)M>nv^3pVh#pX0@==*X&!=U3OLD;f$LqX}t;*UUPo@2Lt)3w(X4dG^m
zXAKE*2B`6bT3Qe5G{<iCIr4L1K4;CJP0Jdd4&WG}9bMe^6R&?bR<&I=wDlq_k7Gn`
zRQZHYkzgSZklrrcoqfaGo%u4noNZ}JV6?o_G}MmDZ~-g#)7yb4pO(?=>&EIw5Y@$x
zi`ms?kVNDj#0DcmNriH7{vI|r;Pb{zdZpRo;gvZgg7z!30n)yAq>kYEpnSyeX}F<&
zrru4LB*-(;1@%#gxN?iO^{By{C2i^4RKE4~I9z%{<M``GbN%<=MeN5;0td6!FY~KC
z?>ki*cbP4}Dh9SLEhGDfe*%=~z%UZ;`umMHnL-a<Aq<7LWSvLB&<NW{^B)qf=<Mt<
zr9G@y5)d3aB1I3vMc!Vxi5SD+Nm|cc$Rx24$fm`!Pa$#~7aEH=HxX+`vrXNP@Z|*W
zz7*IwHnsI+pl6!W;O8B`aYEs~^T(v3l(~9HST~{Ml_uLItNkumm7}=QhAt+w`)$ij
z1)`R6MX2$Zl;K`LdMArUYT;7d<?y3fyeS*+xBLjKeizorw2*Z{w>xxi;+2ACD;kN0
z;Ws^}-ct9Anx?>)_n|?o!uG2uL%DH1=g#4|E!U$>4ql5J8Zo%{Old{_nM}AtXid0i
zd4y!E4Bno0=IvgJ2Qfc<gqxHnjekbxad;(~FN^*7u)$f|rhDjg&vI`Nn)AIvhA^u#
zXp_LR2meL&PqINe?-v;@qTYvd1qW#@)adWy9-0y7$i8E476sU0l~o)l;o3;w8wU4p
zJSa0WlaP>Pwn$E;eo-tfPbt9yd9+0HZ9nvydIScpFE{HL89Xe39N<WO2={uf`%ijZ
ze)^vmhM1iS{It|sUTuY1Mf`+Rxb^`hnj_&FhQQWuEKC=&TJ!7`4+mb}(EiunRGSP=
z`~HlAyIvb313@0r+7kDHjs<2f!jtB?yXDW(@CXdkl%<YQbB>U2Sz*@3J>TM=28H(Q
z2dvM@cAz%sW!FFSmp+mRJl3zq-!TW)L_j>OZ-8`;vK*Bw5ziXBgnZE-juxJv8l&D6
zf*dXW*pULG=WVQCn^(_(n}?4b@ed*g_kV42aq#?;O|AmHCD(7<n9ElFFe}}%Hh2JN
zcyg!ejcMB<mrR+3lF!zppYY|(1jLoXIJ9a>t5;i!AQF1MC7%^0(JxUpPw@KRx(835
z#1sX&+_K#B=^Oc-*PtI(<q30eA25Hjn;m%{y~+~uBz<jOZ{g%<lVujREM(w~8?+Zg
zmm)Xfn1<Uy-I32j_e!5@x!&BV{vfilxGr6;#C3@Jsr@0`%VhA)w!nxtEKS3Cw1l!_
zV9PuDQuQvbw`%!c1+6abGd_T}V+&u7I2d7f?K@=!F5h8Kc3g8c`IpR>=qXbw^Nm$o
zXmMrys4_c(B55d<?9DzHc^fY~fW6+)AtT3K(ek6+XgUM;%D}U1DLJEgX}ZR>%G>m9
z1+!zvBi90VO;NQ^+4f=A9quIMQIhPa$JfUdA?*)URS7S*)Tq+};x})KZFTsb9F`mg
zsts#U#285rwiAPbPC`h^7H2%)C@yVJGDSclE>#Snki^s2X_wMsQ_*6p<~Q-Te=(-_
z@*{<Bny;-DLk1v}K18)_dXk5Hq@dao6iM=WJDslRCWmvH)m`w2R4m)>)L^H@(^J}<
zKKJ3^rry9^1hOchn-7I;`zwtN57W9vXss+4NwHoz&JmKqH!3*^=>xYwo+b;K-OBb?
zwjT%)gHeaqnSa8yzyB)FZI@Q+8Ukws$B(Om@ttL7skhKgw0>zMq$tTsF51FC2---S
zSd4>PN)UP*0>>vYmmq{YF!HB1A#^GZTyfiBum>+vn|K(>?kL+_`j#YSVtg(sS%iVM
z{X!p3^sRcR+?%m|v=9~T5k^Y7E@A#@%nAD$Gt$i;%;|L_g^u-1n?dv+14RRYM{0^`
zI;Rpv#Y;EK`4w+a5Lu-@a5+rDoop0Zz}u;$Pm!JSV$s)$zrmgj(WtCW&pTW!UmWtD
z>LY5EuLe|=vZy0t6aEbHzQDd~5BLVljRU*BcZa<msi3#uwzYiJtDHP05aA+f#%P3V
zCa+9RrA5>;hGfZ(?L5A5Qtni~V$jji{(yUTeclo%mcke*;d=SF9Nuv9{qt7ZPl#9U
zUWo-S4+HA-U_vCbYXhg{WpL+n&ZjFuZ8{=bzFaFWzQb5RG{YatKn2>^P7V`Bu(|%!
z7$w$j_SCIXPC!o@qvc~wBI<%I@s{04rZ!%Oe9`at!8W<ue%3L=C@v?$a(J~pV4NBo
zNdkSC562HPH;e2_5+xw$tw->7)k0EcTJ){(Ol!Ptvd?@n;gwp-G&^=8o9x1j;6(^T
z+<jfdEF;6@p*5?8h)7CK;hhjVPjaNkw={$<)f`KnEwft3`k`0Y>qZ?!`S14S8SErA
zj7c6A-u);!bl$wfrB>$)xnWI(e3=ri#87+J=GG|S>OW|(gWPy@xg)vYFps%p-+vWO
zEKVKP=~ylt(DSND4S}z0JrGL~zD;g21YL8#x-7%!{_V1^2_B@{RUr(kV@HMAri@%z
z<_pVHQfDIm3EE~Q6|YYMgj9XOd&v`Un-Mj|X_^WB$q&4gL&bg(G+u}M1|mmhD`V6K
zP>3q_lqxMGdAT8nNJMrewx}H-X)&Xu+IVqn{5nNRrLa_y1rzPnwv*jGt_K*0Pxy23
z7Hr4fJ+T4e&KvD;++r6NeCV~PiC=)>KishhRL&@dU+wH5c2@S66wfkOjEC4tCRIAX
z7ZY)6hoVxRTn-kXwC|XD>r3k18Zdv_yV-Lv^!h;VO#(Dhn*SQii00kIc*6a`G5Vu(
z<``u*b8xcp72caVLrIidW_<p*F^E_f<h(cQyqy7hENICT(`XK%w^3KQ@0ZKRpRSk?
z+m+clr%W{{=u8TxYA3o?8}f4Oi3kA7TU})ST@Ju8s0-P6oY{CtQPp;lFQjy%B0td`
zja7tJ@Z|zXB&RB2&_RxI5#eNk@I;*>(S%wOAaq+i7-NU*Qu<R~GPNdi^|_`PtQOCQ
z676!^w1f7&ki3tkw`{{LM7hoZc^*yr(#tFj_6A&t?{TSu!f=jyzf;!O@bp)389vNU
zqj`sk6)}~%UQK%mVv~!A$hnq>L~bvMSGKT@N>O=o)B?vsXc>i_G|R1*%i%nv%qcv^
z8b7)iTlZI!!SHHvM~ryYe-c=_3$V&$R5Q}1BDrtFp(ym=ND&x?6kUp+kO|lDmv^yC
z5e{z|n*i=<-S%wZXhuX{RXO4En}0C5ARRH#v$QFE$5<=5G0aL!?pwI)(ltBN3uRv&
zWY20>wS&|fa4NpBMCje*bGNQ6`0bt)i^NdHd5ni#nX6EOXI)Z^B5ORKf8+2&T$TDQ
zjtf6O_vqD<%ZyW+A5Y=-Mzi+f8*x%!R6`Vn9DU4VDNZ#r#3tXeb`MPgvcTEeXxb(O
z(_{Zfk>n<N9VvCE#8)apwS@NWgj2p9pwt?aJ_#?}oV~g-)o|0@qv+a0Ax+2n*xDhy
zw-?>wlM--lu~DJaC(VQ?E#u+sw~IpJ`2KL$sl<0u=J|J0Zi9~X2V*IvaR-)CSll^x
zY#J3o_rm2vRChY%IV6|#exI&${BBNWu3V5XsJ#W@t^qphj+Fu<puUu@@%KgPO!xkm
z%uSBn@35Iw!=c5dCcj~4OHXb#S_8bzMbSg6vN-NfN`h>=wk{mToJvBcaCA~E$DIuH
zJq@QmS$i3DY<mWBHND7mYuVx6VSll2&;VEJ)E-gM%X}|rOvS1q_ol%l(mh16{C(QB
zo(R{Mc<Z0#?ysuy-ye{Bo@mUDHiZnZsne$pW>VVl2@JUXG+7_R#U$zCDI4l6L&hwg
zB0|9W#JjslhZnDlKlyIr&{8MgAuKNMUC_&Isq6!OZVs6RmsNr^!nZXBai&Axl?|n}
z#OJH$-Ix^OTGt8`V!5pD;)W5K<L<Qj)U+gAxF_#$;7DHhPmjElctW4eKDw&a-OQkX
z!~4MAjJ{N(8aINS*6(lSQ=VvCh)AiQ9s46r*Ao&X@bRQlYikeJTL@H3V<nD2>+X*X
zB*!YQZ@Ia@t(%NI{6UiSfMo)7@5lDZc5M@%p3Ca@yg}H(dqPUmqKlrk*pY5GFH+jn
zls`xo&55XCc}-Q%FG~OleH$iF17{I9a>L-6=$6Ij!b&agpp_YW6PNW;^IDAGqjEA|
zF5~=J8C^T!2B#RFKQ|>DH=NSm6a}^zo+QV_LV)u7<wGSRD3Hgt679MD@CcuVuw}!C
zDT8a-tYbxEwY<EALChImcw$cV{f}<#au@TXnI+`CSu&g5$hPirClr=&F6Q?%k+h#G
zGL?I#EHMVzYFg4`mx!$RI|P)MBu5L*D5S$&`ALt#eKSZ0o1!MEk||kZms4PmnKA`r
z2FGZA(&e!bXl<S8a`DjlLqI}IyjEDZ)QkZykYOnnaDEEPrsjer4hdkk{KmDU<J&tC
zl*jX}O?4e*!P*N(_O{gLf_nbK7=-GO{3>rIC)V9*8YAP;{LP&x4=lIAyWY4xmSb|7
zd*yC6$PHH1)Zs9OB1OeF@5WOmg4wNt89uMtz=?n+V{W&w2es6~OSRZAfGiE%;7#M?
zUVmoQ$MBX1f77TPxlMce*WQhJRP-rdNYrml%JzynC;7LeGi`S`gClSd8BE8bD-9G1
zRj@`SU8dD;omtBmY(Ha5k=3Ag2$?0oK*bE=j6@;VirEoze|h=Z!`Uo`vyV7f#(<~?
z=fR_P)0E|%-X8FEyUs@J$ljWi^925cra`j7j!-cB7F4qyoO8<4QFzw7!$e{Q_~KK>
zA7tyzl};Io(EhY<$*Y-KnGyy>B<EcNnXQnZu#K6`g8hE-zOxG^TMV9^{Q#Tj9fVuF
zZNePdBYulDsIDA191u3SiAe;h<Qg9W!|TpO))Dlcplzr&kgs=K)8aATZ(bu*5$@hO
zI5iaB=;$@egRQu!+llX|EfuFn4f?v>iH8&V*IE>pFBD6dcb(sBBY)<}6r*$l39xZ=
zf1!g=MxrtLS~U}z2RAVoM28xzv+P++AHx%B<n8~O+ZQq#$V{SZ3XdDuEpykZ${Xgg
zxFN=_`&y;L73U}~3ukdAYATE@JFykVFUJ+WBcjrH`naZ38TSdQJ9L}pzg{eUy)Zn#
zSa7g%^Zx6_g7f(;;@?ltaq|9?7mHqlgSd^pl*d(;_1n6f7@Uk={#eP^+3CD4YX|Ox
zeP)&zl~naT$W&i*r`vv*Ti~9P_<YG!FLIpTy5NPK9gI)ZFkWtV6Slas!U$E9xDI?c
zvG?#e*OIHkJ6)9k*B%#R*uw4p4uh=mg>X%Zw?}-VhQ{~Dv#8Vra(RjOVJ_6i+S;N*
zO;7x$h&>jjMq40+#=9F$pfjstH7osv@<|Zsmll;)$Js9d=oME>k!9T_Nj~G#cY}ee
zPnY}3KedHBgKR>>hkH1PFD|o$c9##FDlGJ<$dxx_$}V;kEOT3$`GZF+5(yan+hYpq
zFdG-XE(PnSRXU<MF7vwV^!j{j4)J*9eDJj=3wOum0CV=J>oZ}&aVu~9FDA?7GPz|R
z7m}LtzGlHjkD=jg?U9XHsxq*ShJiz$839Mb?&ps4Z-0qrZ2c+jxLoV}mknxNjApD2
z1xHY@=beF0OO)9G#q`dQCn?PuCReHu$2_D7Y^jiOA2oY9@^h1sj!DbkvQkq|r|i}b
zA8Cb$N9T6f1PMK*t7I&uLL<}G*rsXwnyPH${f4$V(;QJph=+mOy=~dn|D@fIJjB({
zVoD6=BCz{+ssC)h^wcZo3qUw%+`gXC`FE-RYV(DFjipt_*~J;h)`5*<&bo}8l~$$x
zS3Au3t-NkIegGGk;nc1&)h^69*293~o&fCa`kV>V9C8Q2L8Ik0*R#cnQM!K*=WiB%
zh4;7i{<lTfku!Oney~{IzdQb4?Q%B8f6LO})cluPy`g`umhT^XySTViJ;G)`9_JKi
z9$g>f#z<JZk-4#u%XC0Ah2!9})5vYzFVJ5vsejDk&SEyR?;IPq8Op8nJyZ(Tu3uYA
zrZt_?$l9XP(+>pGlOg*rGVd>PYmCPR0|VZQ0%nD#7ydyXL`DkB5EF}G24h7D?<P{*
zBp))4;=v1>Lp_ksAiqR(p;OvKax)>Pzxnun8IEGZ+H#uYRKt+9?F9j+e@o2l=fD#-
zkwok?{Cw(<bLgAn%_zHd(7K#lkZpy)@Y&BI6-)!U#rV5iu)3UeP;Ikd8j5HIADBk9
zTL;Hi8!-P}(A%`&triAyP;J}m{0^5NoZfjGEV9$zQ<8OB!=1Ixk~El%mU`t~>%6HL
za8AfFsoE&@qqTpSoso1etjPbU^S+2}ZLJMKs-V(1-D>C~aO!K=L9C$aF*)M>%9*$=
zfeT7*;;?)5eF=xa?w(}Tlc7}$Ex2w&j+rmeQh^hgyvv#s7r%<fT84k?e5-`@u|40a
zmr5yFD#=rqLe>e1)TTcMdu-#|yTmn^OkxfkACjFu1AD>f8gr>;TxZW=nJa<OSo~t6
z&ILAen;jR&VV!xHZ0RI7v{nH-fyAh;_i#o#Rga%ut$9Ek#5Vs&1GjSJxrgK+9^CV*
zk+>!>OUmVXURCA$^!@E>eZ&_DY?l`$Kbclweqzz(RhCSC4A>>W2!GVaVsF@fNoay_
zRTqaC$hRPiQ#*E)o4zvo)K2O-VlaKsbnRl8QQ@?h6JXuq>4oleV8{^>9(?Uqlg+av
zn;4>*Uf9JIGyLA}EX{L%`oNRAeW^a$^P!g#5eYvn1v%tpV~@ef<3TAfE?40QOPc-t
zeb+bI#}t;*o&wqj`4kr&5T2abL*LhyH7+8b2`8E<N<<2}U?^f}%8;*l&;=_RqOgZ4
zJI7y_B6}i1FFM6+%NMy(&INiucj1(l$%%5FiYJ%ym{PV;n=8}2Rl$jT=ljm<P5<ej
zr>ffgQ6XEVK@f)Wn>MizI5!yzL$pb6%v6@?-iV8~vB&ORMZB645>gV$Dq;T`WVuvk
zRcmb&3T#mD9$#(V<Q&A}^`YN&_$Z9h;u-1%pig2SjxNJ~kx1;P?j*`D@$|_EKgl#(
zgqf_+vT?!j?z1=P{rN)=rp--Q7L|-skC$H$&nHg^qn@3+p90FMAufseESWU%>E{}(
z2XmP;KItD;?*yL0u;g>Anixn^i`evhad2SD9+3&?dmQE>WijNp_;?gM_GF|*qs@6|
zkni2!z0Fm+bQ;rs13&U~>WA@Nq#&9S=hlH6q4hNdT_-^`Z$vkA`v8#|XQcQKYg%T+
zQ|7K6QZg(Oh-f#v{3hXK9L{7*d}L6U^y<lz7K?1HD0@W3g}=I&+;%E~bEIsN=6ho2
zQ%%2~Q94C-u@bi-EMD!WxMHsdGld+U3l|0Joc1h0Vv(4CjX-RB&t^=1*&0EW=A>6w
z+E*J*8zRoqTOCp}9lX@JG$nDLy~(SuFG2_oj@G_v;u&hiZe)0usPdW+W$h-kv0oo-
zFdXE>7kP!5poK?GqXg*Hw@6JJc92B#Nya<&`i;WhFLk?6T)^W(3#97b7Kb^{z8gSi
zpG8;dA+#C#pkS(Y>d;YBJdn6dW12)=oZ?1*zM;>*6h2^-8fta_V^z(TR3|o8c#F!u
zL*{C>qS==_GH)#y=X|%XLw1x+g88Yny}A!KTu2Utq*OZPCer9eq&uWC$Efr9@d=B|
zfWOJ_XoIYDrGJi@*|>$b`KsuXmotCuC4t!zzWS*A0CH@^`Qc_^d&D_w|Mb`=4_gP6
zQ99{DKTgU^zO#3z*mvJk<mh7LXl7};1q+_2AcJp~k@+q^Utag^O~eX{$4NJg3Z2bP
zc6js+&S@zpDEb?oEP4oIx}k=by828c9r@RAGCDwO$JtrDo*8gS!Nq<s&(~q^v^czv
zn(*JKGEpW<lM|gbMpgi6?Bb=wLqDpvI&d#pTF<sXoOB%hJh%aRwq1kBIm#G-j!t*7
zkZi5A!7AD=8cHjHkIdHwtv0iQsYP{oo}DC{H8sr#sAkr<2Uj(^Z7ZTV1$JrV(H=+S
z`&si$gsPHeQ}$Ms9q%p=#<p#dC!s@`gNkI4XOwVnUzljfX+ngtSA0z9Z`KlHI&ef{
zSEB%yQAWxcUL$DRmQQ<-(&%LL6(ir4AJBXR-y~qhG!XhgfEVQ1&NGLp53MJ+y`sYz
zrm$R}gQ#W4g#fVZ7y4yi!vj9c9W)45-i+JhCcGaip<h+*39z0+s+$*mpp$x2Hmm=s
zI}cu0f9&AM!2Wim9SYVo3oe2|<)P2V8GYfxq+>nbcOs$}8mX&V0SbK{w!HdCTkHV5
zzs6EnFxa^=y`QW4;*0IR!p)s5@8CL*3iUEMo*P3-taX5N3bK5q&O%gZ)LWbxvzh5H
z0ZVHYYtn><r}ySbW=8L<x_}~I2dqh^WgNpiI*|1YGlB)y@;l!NxoUJKx-hSuyqQG3
zvahEs**KarTe6lDEx=%}?Vy#_hKT?qUgz;m^}t{0J$&Q(@*1gAR>uBgf}tBHlu`zj
zbG^b~9U^no`U;7&GYwH{n;v8cra;A6XA4zA{S<#{@nRM1)xhhLPl&fnc6@TP>>h>Y
zx_4@^vb@ZURr{tBo{CcF1&xe78k{%eIvAi!@eUdW;@bxt2b}4a?2#*dJBrIgXNB);
zRrBRm%K>p;D|G0xR(UPWlIZk%vQxR>xmXoq#0*LwmJOFK%h^z<8{alNEu(0)R;r0l
zHoNtAX!c7}oAZ*9JfXH~1(QG+P6jG<`dA`d&uuw2+<f2OzPZtj#4+<iADuSVD2Ad+
zLGBL4$&Lvw%E(!^cZ~St>*@BBv_Vz2q3_`Fh^FZv@arnv>753(Nnpke#WBoV(=B1!
z{wP#Eg3uiGz?^r9k^~W?DTJf!yo1C|A(WS&yC1r=)lVvVmr1Ciw3+BXqu6R`P`*i8
z)IQMdAlGYOy+Wdz=B0yVT0!h-!CX~VyT=d0Ah04xWb7PlAS|Go`(9x?!;5fru)See
z1Hs+(fUsnDUs(Ur=i1v&;4T0nPUn&=){RF|Hy_aA`9jN=%4Nc9&DYDUs(|qIZs&<%
z9wrvXT94}VnsKVfPk1Bdp>Ef2_Y!QcyT&1_5yxFSc~}nk!pgU0(bmPv*?5b`5!rrB
zn00x@fAl)PD$Y6)os&q-F&|WS0n8yUej9-aA^(Qx1U?F*db5Xi`js8wy<us?pa{_?
zkGaL+AFQtXu6{~7#p&kJ-gtVPXe!$~o(=9;K%N&C(<Gz~PVHKv4-EI{i0&e|UY(zU
zGS*z$3`tC18WIJqjhmdNN3*NBN~YWQx(V(Q?nXmV93h^+fiUFQgY{<8dGZJNq9e6%
z>EI)X+68VwUs~~~!ti=5fm(Fp-q-Islq(l}t0N`we~GIOp<~CF4}^OI98hB<1NMbW
z9kM0ap>B}B{x(pZpF|n;6MZ!M{g*ZBQsR`NoBg{JQ&^=65vz6$(ShP29cv`7LGYZr
zjFi?zrbn)mf?OHVch79GjODo1)!%5cc1U{DPRso5lH<oVE%{N&+yjB%N%``T3-mXY
zObPt?&1sU)$BV}ARpo*(;o_H~FG>8^6=X{p$1alrGnNZ^^Xq+rho;O>(eBRvF@V5E
zM3Mu1qmK?@Dj<84ANXbYNr<No>`d|)=2|ML(-Ub|EXFBzodopdhzbIX@L2J&iR!x0
z4^N+1p{pf%s%`lN7+<!jk>ZpTSAMc6et9=7cZ4k}f!f%JT~xgKDN@!pURu=g$FO$b
zSR8?yrV7RvOkSk{AHh^27<h^&F9k^$8$Y!Hwijpk^wmG!MSVzaNyXTVx*ZGH&}iz@
zDm}m!(9-~hUtMJ<)0yzN$-NecJ=g1ZalHGuvGYxqGM{m}W`cL>!<h}yIrb<hvso5#
z^XsROTD21H;v&GU@`s#z*)5lCAGkM0EyyvEiZz9mSIfTb4p#DCeJM7q`}mcQ-Z!P4
z`MTE-_WMv8hkn1TUYX^nG}U}UmP#8=cfBy9=3tywGqSw?(!SC?E$Vlo34r6r&qW)p
z|Mco>1cl5F&&Z{$rKa$VLlKF-nGn=|{T*_aURe#Uj9#`QiBOr)YfrH{0-AIs-QW!3
z(dI-`_o*@`N8{DyfnBE`9V;v2R8Q8I$s}1gbgYRH(1+Y5^v#h!2I#F5JU;139*`ND
ze`IvL*TJN*mOmgv6~FOj%D(gG;V~i*sJXJogHox{>{5X#O5D)oDE*0D+*4TEC6D%M
z958^qI0M^l9w(JfXuK94OPpFVfUAi*RCw$u@1f@aXFaxd0eo<Y!*mEnBx2f|4DlHF
z%#Hq-!*~HHDd^TnQi9}~a&9@pQh#Z=Fp6vl(p1@WQ`h`)L?yyXOu;mZE;Cd9IGzxG
z<(VNWSh0T+$v7cP)s=UJB#A&1DwFpuVIdjY<2u}IOe$-+-d`mVGAZJuvpV|#%2LqM
zg9#s-TuD9S1@N@&Wkb3xvkLw(s;wOymo+_Ll5jv^$JbN<0g)`)T*f8~eb>EtxIFRZ
zg&$YwUDcEJ4JP(^$vh<01m>FyjZkl5Cem0)bd>rA7i!mnglcnj`_1yV%C2)8*&)_4
zO6-#RmO7-H3DixUnqk$$^gGR>HcK>|=$~=cE<Y?nSQBB~ww4K&uaCkx7!KVQLo5Xe
z<c2P`9+Z6+8+QJRYZ6sf(&;<nodld!-b;{$JmVsnN^Dnvdq`va=o$uyiI-ibiZ|{T
zNeLwB5s$yx>ktvyk(6I(>Ayb-UcfOU*t`u82)6I>VL<+J+ZI9Fq9wfkr9`yRi&DwR
zH98ua=wkxiL%Ne@Q$+{&Zm(>CA04~)`+>Af1d%P5`>xD(p?y1>(75yA?K1hd1wA^r
z0!fM%HY5d7b+q&;-1IPpPk!wW9+MZ{ZntOs2XFS8rD1n6OzYt+Q`{_W)?%gTXzkxC
zqSeD~tC&mQG}bBB2T-j{2TUDs-kXmIBHr&6ojw*Y*AG8vFchrr_aPJxIg4RNMG?59
zXyX=Z6{4k`Ph-hWKlb~O*jlfh1)-FG5DS0_*k76pYzk%wLX~g*Zj+$YFG?^Mpn+!Y
z!7Am!LnhW&b-9R#dTO1pz*(e;GkT%7bNzk7rA#<>w1NLk{E`C-ZK=Y{>trWisaMs@
zs>@bMR+@nXQLF`tHpjT^)6pvxRztqAviEtods?>YHSe>;ga86D`v@|Jkr3~dbXZh;
zJUn-zY>M(qi2A5gJQI@7@=%jupb^v&-Vs4fQktXm<8u0k5L2BHXBGxWRT~}}ex8bu
zxD$Joy*4lUHvEgrQljWi(ZKmv^9U$;T1^aI&QU?Nr8Riu#aU63Lb1Tg1t&I_gGH|9
zdEXk<tb`}xR3?p2=T985+I6|_^B2^M@INDjJ*~SB+CkLK2h5ZoWaUKVe?*uZ5}Za0
z-xEg@%eov2XbH|Fa-1<iW=b-+<y#tiHQuPilbT{}H>E4)pReb)@sdt(GnSf;btIur
zxOtz9iNFx3zF(@m^O@h#0sx)#1+7E_;Ihsq?`N=$yB>f>PZy-p`ZC6qLS$^o7@MJO
z>UBm#`t<gP&EpQl7qnxtWLi(ha-HDa*FIJK?|FkV!e5X@%o1uzE|Po)DvD)&<xKj@
z=r(h|`odhIo?|IL?2HVrpsCqa>t$S(j|XpBz0_s><O}MAY3Kat7c*!%&@aG3I5wJ+
z_|j?I1EonUfzrmmW8os$!RUZ!PCv=Q%XOZD=eWmaDGkwAc5s~Ob%25@f6v~lB4L9E
zB-Z;@o&Q?%{I!<(yu8W9&cpWSn&)3jo*F*RAQlx<D-eq!$il`{%*h+5|NQYVHyb+;
zeEh-?kwwkP9sKn$kQL133UYJ@ay&1Ng2^B^Cl6P1kQ?}`V-;5?b9IorJ`4D}WFU(M
z$lDz(C+=kL<f`s$Y7PQ&u>Y2k^mdn4|D}!N4=qwo&l)*@b%Q@mW)XFCbaHpo|8=qh
z@z*k}Ay|>4JJ_%r@cBDuuw`*qC+ENW$;|rfDKo1fB3Q$}j*D=CdH-0|{eKc7C)<C9
z$oWUmze42v9q)69e}?nxNXtKrhx0i_|1aa=`eT6p8Zxfmqr~zn9<Jy7sy!$CUqi<E
zo5J~gPDkx;gZ68E{U1j8Z1Z=J;3@(aCh%8fx&c|_Z7ke?`iQ?h;P}JR@0KADoKcVG
zD*D^-|26vm>SY6e1#jc(<_`SjACN`C^iTX()jW^k-;xZLHFY<&ce47IAAjUT*~8u5
z#u4NO{Ot&M=D3?$fH{HOzw7odg@4;y_*I3!${UeIOkF?#kwqQIqK^1SoMKL{79dwd
z7HuHwucWGh%-w<doUB~TtbFX?&-vMzIl;=gIJuZPSlNJloXi|NT;MtOTkQ9Y1=l}|
zD0ni;x+$7E11(MM-9TU)EShSvh|d>VYj=0&mn<w^US7=RAV)V3H)bm*PZl>DXJ?k*
zGuhOfMV(rdmDgCC&D}|x+kh6_Vq)VkpksEnu%vq)YIP4Y_vibCf{mk{kkB7f?Rl2|
zEor~&;h)C{E;K$4W<GFqZ0wxOY`lCxUM^<d|8JsW`;VGn`Ex>mLsVo@a&mPrwMS%8
zR#619fd^9_=<ezP&byQIFYsrQz<1L>v!n#%_}Bkw;9%qA6cYO5_!|I#ECbH06C^qS
z;Na-)swOQ4)X~)g!i@qT0SEwC02=^cYVPK&s4k@e0RLnq#er^Mrf2-u?`jqR@!XnX
zl2HKy|DyjRgkkRN>J9)vsDQaSEI@ANU>pL*_FnGJ&-7C;#x}Ei#*om@*cI#`7~?%-
ztKXRM7te1j@{BDUz<*i+kk39lTR2!e;~p@M@bmzIF_Z!rhk4q7yuf%Gj4ACs9Bjb&
z8jP_WK&Ea005tM5-5q3Z4aTfsjO?nRCJx2|002C))!(q$->^IQ?+}<5AnxSs<7#7N
z?GB_hrvtL_@$mv>KwkDBcXuWgQ*%30R|}xHlY_IVqYnV^JLYF80OoUUf#4)_v+;3r
zGqE#+)Bor1f7|&d*Z&?okL_=cbJbsC27xpD7ws?Ezi3Xm008eLI5!D@(ah2TfQC>2
z0B`Xx8s$d-04)Rns2}@VJUGww^0%9S4al7NIiY|4{*MfQa{jNu-|R6z+xs(jKnakg
zsfWEg@HwgG;70=wSD@RkhXbbnEaLxb!N0lnH$NEFK$alzlMDDcL<?MHHjY-{;dZpJ
zakp`D1ll<MuSWR)QtWR&Jj3604F*{Gj{xv?I{<wQ8vu1Q41mT$0zesLgL@$U95)37
zEx_~4(<a^dUH4!N?*DcDw+m!ExC!ZIV+DLBi>qk>%{^Q_pD}n&JYQe{hyXMIHUJ+$
z0-ylU0+;~o03HB8Km;HOkOL?KGyu8)BY-);8sGqM1$Y7c0B-<cfM`GhAO-Lq@Bxqy
zC<c@RssRmvRzMe^4=@B62h0GL0Be9PzyaVCa0R%7fPjF5K!L!5z=t4(pn_n4V29v^
z5Q30|P=HW_(1kF8u!3-e@PP1x2!@D;NP>6|kpoc-Q3cTi(FHLGF#)jvu@12Z@dM%(
z5(*L-5*v~jk{Xf)k{41GQXWzR(h$-L(go5NG6XUX@*QL@WEo^VWEbQR<P78*<N@R*
z6aWed3I~b|iV2DrN*qcVN)O5s$`vXADhetUDi^98su`*uY6@x%>JaJ%8WtK08VJn<
z%?~XDtqE-o?E)PD9RvLy`V(|LbPx0t^g8q@^dk%k3=s?i%u5(q7#$cZ7%!MGm{gcT
zm^zqVm>HNYm@8OVSR7aySRPmzSY23K*jKPIuvxGbu${0Iup6+KaBy(=a13yQaLRC|
zaPDwnaOrSma2;@ya9eQK@JR5a@a*tX@Oto$@ImmY@Fno=@RRU6@OKF42vi6!5tI=u
z5PT5g5%Lk55ylX<5bh8$5NQwv5j7BP5#J!bLo7$^Mf`?%j)a6nj>Lzgie!WI8tENU
zCDH)WI?@d?CU|v99N7Tb133=42)Pq^0r?yS1%(<#1Vs<U9VHH>808Df3d%Jq7AiBU
zEUE=+AZi9`J?bRtF&Y9I6`ClT5t=VrDq0QN7}_B^0y;IiIJzl%0D1;`6Z#zbB?cA-
z8-_B514ax+3C1ACE+!l%HKrt{1!f3l9_AO!4J;@u3M_FfbF5&je5_uqEo@k98f;l?
zTkL4;&)B2br!O#HaK6xb0Y2FNqV2^R4ipYGjx3HnPCQOE&MeL?E-|hsE(kXgw;Xp8
z_a`19o(LWYFAA>$ZwBucABZoBZ-<|V-+;eN08Kzopi1CHkWJ7_a7c(v$WLfa7)4l3
zxJU#^L{Fqf^ol5tXqf1dn1ooG*qJz;_zUqN2@Z(}i7iPoNju3NDHf>^sSRl|X$R>(
z@C8s5Xb*e`>;ayV5s}G|d64ChjgsAw(~xVD2a#8hFH;~=@KRV(BvW)#oKlifDpLAU
zmQpTKAyDyBSyQD^^;7+%rlHoR4ySIQ-lf5#k)`paDW&;Fi$W_*>q47LJ52{m$4h5N
zmqj;D4@u8OZ%v;;KgIybz|CO8ki{^;2*b$7=*XDMILCy{B+BH;RLZo@jKi$J9K_tf
ze9S`0qQ{cR($Dh9%EfBWn$Nn#hRG(!7R1)f_Jf_C-JCsxeVPM>Ly9Aiqmko`lYtY&
znaw%Rg~g@F70%Vo^}x-;?aE!wy~jhzW5SckGsla~tHK+@JHQ9SC&m}Z*UESElKZ9m
z%j%aW{7n3I{3ZOm0yF|3fqa1tL2^M;!5qOgA)t_n&_|&)VKQM;;auVGA`~JPB84J5
zqI9CRqGh7TVyt4WVs&Ca#b1j1i+4&uNk~gXNsLNjN@_~Jmt2t|m$H&7l{%H?l71!K
zDFY)TFOw)UCrd1AE?X>nD#s(|FV`cFEUzyAUjDlRy@IPkvm&IToZ?%>Z%R~3j!F&6
z0A*R_x5~>ZG%7ACEvm4pDykW(+iGlTero;dSn9^=CF)liVjA%pOPaKr9-7@+Xj%qZ
z#achLCA5>Y*K}BP{B?$O33P3A8};DywDbz~F7+k#Q}nkCxD3J!W({c!y$uJA2#oBF
z+KkbRO^s_zU`(`4N=)uel}&R^FU@4lGR;oS#m&>q4=hA1k}dW?f}kYO4tU8d$#U09
z(CV$#p0%)bs`a6bxXpW;Gg}$k54Jz;l<kV_p6s>lD;(e*OdOgVF&*t3dz?s|yqzYT
z8JxqM*IZt@q_~{A%DWc2LAV*ZHM(PiAEt&qXgxwb);)zhGd!=ow7hD(F}xkUhkfXM
zB7Ob`b8i6_)z<cnt29VRgVKl~F+&WU(%q60(nxnB-GU(9U7~b1f)a{IBi*5Nm*1Z8
zs2tBZ?|Yu-`+wK<XRgicy;tsg-Rq9uy4Ri+H!-(dcX)RL_jV5o4<C;?Pa)4tuj^iq
zz1qF0y#2kGo{B#$@Im!?;`81Y>>KU7@2BQh?@!|Y)PEsBJfJubBhW5zG>9iCJs3XN
zEcinRYe-_qWvF3jPZ&5XF6=zqAiO7nIU*tA+cV>5A0pW!)1nZgtfEGq3p_7~z7_2j
zy$~ZCQ~iScMd*wDSl!s}IJUU-c+_~u_}K)RgxW;v#HhscB-5nf<Oj*GQ|_dMq#UIh
zrhZBjOna41k{*_RnqihPmMNZDokf!smyMY1l)aquFz0P9XKrC0ab8&7MZQ)3Y=Kh2
zn?jDl!lFAxk;ONP9gEjqYQOwgB2rTOit$zEYy8(?rPoRwOV`Wv%0|ki%iAkBD_&LJ
ztxT!HsS2&WUhP`FU1M4^TdPq!P$yN_Ue8ls)xgw{-$>Dz+=SN@*^Juk-~6q`t>vKA
zru9pkN!voZZu{pB^^T!8if=x2N_W2N66@-CEA+PI9pAggZtm{79?qVcUiRMVK1g5H
zd&v8$59}YR`#Jh+KXQGnAK)Em{v`0JZBS&eYe;gacUW$CU_^CfY*c%6cFb^Wb=+cn
zXToXX?DNw}gvrn;tf{!^JJVS+bThAK*=L*PMCSVDmFGV%7%Xfo+Ap3j`7fg{$E}d9
z6t1$YHm-@SeO%XCU)r$QIQtU#_14#vP1?=MEy1n6ZT0P?9lM=xyWx98d-?lp`|Sq`
z2h)d^hi6Bj$3({kC!8m5Pt{IW&YaJY&J!-^F6u9(FDJiQe)|T+Kz`d%^TV;$0!a!B
zKhU=~GDL-WBubC|aN?M+Y_EZNs#n|`z?Xq}lfRsqA1<F3NZH6n-%cNDN}+-jgydA@
z<wU7izz`O8;J+{`^LK}t8Ri!MXo}^3@Th)wn^=CiO;E(i#0+>YS6U%pn~)J5;B-NK
zX271Kl{5tKAu|V8;GVLhjg5toB^0QFdD4G8AItyneDVr^IBm*8e|Fkfes|xm5CzEl
zXQIF`u0Q->C1y@k=I=p-O3bW(kl`0900X~%WM$z%g|(vuQet68h4mA9%8Ux56L8AR
zjtUzc=qWQQ%pX;{QWq2j`B@h$DhrI{KvphPW*A-uQep)I0gpf~XtkWEEI<0ihRO^>
zP=3_~8>c_&5_7aNfDS7RhG9VkiCA0en^|drQJJBTpuUxf5%e7Oj{^$#fwh3%!IFiU
zwZKfQfYStFK?O50b8xT#&j4nEuyTOe*?_Ea<jg;LiS-9B0m#MgjQ9I^z%aHS&-y=;
z7zV!m$jZuz3Tx&+p(_lq`%wYQ-_n)&2L%BVbD^@rsQrtWFg)y!3SbZRA7VeO9BfRS
zENtWe?!yEDMh3zRU_k)qutB((*jWAv{Q3V5??Jr^Bms~0_uvl<?)$%ZN(c+n_eTN)
zkI2lz%ESf$Kx_~&6W9NL9uYdQS0C|;6!=4Q{N!c`be{cl-aktW7{vNV=Kn=vz_8aJ
zSs`FlSUUhavvHxa{V~h`8{q*%aeq|%_Ywobj0%B4+y9&J09f_sqeC?e6eb2K3PJzq
zWgHF64E2@ut?Xgwu?PSx*_qimSlf}az#!D`Gap(45HxD!?5wPSJdqSpcC~jfvXrzk
zwkC%u0;Qik2qZ#tL+2Iv*OX)bq2>Tt^8MAPSKoa419M|${{^|Zq&$k`!{{Kt8Q?58
zcRLEJ@KF}ST6CuB@Zk-3nKxK|$V6^uH%^GmyW`Tn%6lze*xY_6HrqctbeoD$ntOJB
zBm+w<g`rIIY4!chA{B^qzl(SL<=z3Z+4c8%WOibg^=!Gy*5P)<1Ry*_Nu2U(sevjQ
z(YI0iGcG}5_Ex&dR<E<Lv%qiJ7RGyRiHC@9C@}<vWm>$!P7`olVMU-D$CL!AeEq9B
zhspRqhV7q8&G<trGD?6{tW~Ydps#-gXbaN>Fp2b?;G$MQ0u&ViT`2$^B0zQOTRA{8
z*=xZ@7l8GDAi%#-9;Rx3?~%Nif{5b7KL(%ifwhI<Uq=7CTDsC17)CE_s&5CZ8No1m
z*f}!`Gf2(M(81JR3zZcnnV|)L|3Fiq=s0j6m7SA={Ko;!2R;9h|4%ibg2_1noyyJu
zA?E-VSvc8%yf7MZK#^!*a<Kw%A*=?NK<5N=0QfWns2|!62Rk!41gM#V130*V8h~$T
zUJe%Mr2P2-+F)k^?t&rY>|joE4rqHoZETz@KwDfuZlK?s?Br}PDnieoHLwDGW=4hP
z1w(OvatIe7C;@Q`OM!_FpjI|cK%M>=K!8M6LRR)>Kd-M27NBu|u8l!E_WNK7NePR}
zsnAOpSvVOvm>KB*?Rc?%mjwU&ctOBF$BTvIJN<rAgPax6Vz2|CFqr&%I_y6x1j0`K
zZ;oGefdSfbz=Xq<dqAyMK0uB?f7oHmG*|8cIiRgV@2~^({(cTU`;q5+AE9@E1ND0f
zE6{srPUw^T$oHr3zqI?ORDegXUIR7#7b6Li%)gJMxTc1jhQ<|{%P0vfVwoBIKKUT9
z^~tNE_g_ptm?e6(<G-Dw0<s%Q#(yFTlvICu@ZZY+%XH{8f|i7SLw-&+78pYTECu_9
zPB{oWJL>nmYycZVZ3|XTU}6C&-#?K5Y68Jb=-<gMtEwrYr2K0F{Z4LJFO~j*+{{;G
z9S6scxkC;Cg8}E@>iqf6yMLWQ&^yqa!11qV(f67moKVFL`wt8Zw0`ITom0>Qb`6^e
z&?{&Opij{J0OxZ8ZNlar>i1q<%@4Z|tW&bVYWP9!KS~1aK+D4pptc|9u-gB)&jM`?
zIH0XTzoBjYkq`EKVA#Bar9%4zEd}KK-YWDAdi?zSD~5x%@`JA5`}DK?kDC5PJpdiA
z%ws@617&}iEl|OEMG(VM|KKB-O#Lajp<4at#qVNW#LW1Q1r4Y=WCj_VJ^CfwVLsjO
zyeXnADXXA*MI`*roXmeQ!>-5z@D=9#CD^~KGd2j&gYTmA7r9sgs}6cV??6*w*T6R$
z7aL4IK&8X~c6_h(iZp>TCl@d<fTCsxmc%(=b}s~op@1qx4j?9gh4cGFfdI900*aXf
za2ElE46qB34k%`5T@b)agS8AOQ$X><>|b`6IrXFW0OP>e6JUM7X@&q^JnS37LCy-D
z8c?+iNDrulVFj}R(+1iu7qEg2FgkFb9q<XE`Jo3J7*G(vyG#H_4weSt0N5C6UI3^F
zgdJd7jw_1eU$7Q*A^@!drJx6l#s9==--qxYbUr&Y_5YUDz#wDeKXV(*>HVGCB$VW3
z)D^FA+uzy}041PP<8N&VcE}Z$1GD~=ha6W)1{DA8^RI~by$mo=KxuZa|3>S=w8vFi
zLQUjfJ`HSc$?01ff&Re&egFh7X)yvE#Rwo}fb|JjfSjz4pstFEJup{*C=RIY?Et+C
zxIy|h5=OAaYk;2t?+9j>JHUzp9y(013t5?10P$IXhYom44*@S4s6y7v-X5^&VMa3$
zUj<a8{zo+s2pdo<U||CRTeKh{&;yV#NCYGb5(i0uBtbGDIgmU^0R+e_kP1i@^bn*0
z(g!^T8GxW`wpPG@OG|x_A;<^><pd`qkO{~XWa?^TYGeg61DS&?Kvp1YkhPT&$OdEw
zvIoJIc!4c>4$jsfN01Z9735}QXH5sA5#XX3L8k(g4}J--yAJ@E&+12X88^8xkc*ra
z8dwG;Gqenpk98sJbf~bRe+<N5{k>m^1x)M;|M34<IoJW8@ehF1B_%=)O$A5oG#!g(
zhv-pP8N|SZ5?h3B<dwAtqaK0?!W(h~JYNw(!KiIiRK@iIJdv!&f{PUMIHIDtN`<~k
zW%rL?YNl&FddbdonLTFB8P9jtf?~d5-oH6_Cwel`z2)uJ(M9uCD6-b=2h`XHNzWU>
z+z-Calak%mKjBl?6KNORvB=ppT^|!NKEgIRDrdZHs%C{$;_XxANnQZbr@}Tec71bi
z6+4?MI~rFGE$BW!nSd3;C5M-PJ0m5(b~f@yvlup8&48omfSnMOose~E**7);S{5(c
z>&1&DhD;$LbS`DR&6JwO3Jaa@OdCOpIGGYsD&nT|Lm|we$D*i5s}iyn9!2enb9iL8
z^9L|$+@!HOrs8VfdapePAB2gNm_)0UJBM<61X}68VTjnGY<X8OK5#v3rQk7~IK8%j
zBhk)@E=qga_FY6AFMs+u!DAe$_UFjt%UE*$p@dTK*d4)j{ycL+wODO$ROZp<SsxQK
z`)*V7-)ls+eoW1rN+^1al^w$TM&>cYKswf~n*+&Fx4bF7Acr2`T!|@dLu3lg5>>Of
zW9d>Ra_1huHBa9m?b?I9=*YWm*nW$?DpVI`THma$PaQg`Iq42uSYaNK2Dy2C+Kbmw
zY$82$`r;`vqRTGt^l)Ur#36m2|E?$TDYEC+Q}a{eGyZs?qc7D2#`>m(tGAJHg;5zY
z<`Nd)MPa2m(`1UZC(qwZ#51k>D3%q1{bI!Rt`MGyCp)G98grEM_OtlXgS!(_J%@(L
zv+QGZ?}>7qj1_#aRffDcDemMevRm8mcipCxR3Tp)Hs3%&KZdXJ5fD=%(D!lpc36}|
zoL3s9TNcvWuN_}5^Ne!F8_z+hNVj8s0j+raVj$`KB)nL6Y=~A4^gP$7MhJ+OWz!!d
zorS+N<%L)Lx{ZD=qNcV?O)^`A9Yzq)?TK${oSV12oL7EshD{?y_W6Nf;R|f1(Z%(i
zy3qaiiqebBr?i$V$q85$Oi8Z8T%manJ--RdsggLC7o9iQ+eJ|()8t!zaieoQUrB9Y
zOIpeYBA}-`tuWK;y!idRo~sM1#-yfMpT`@m%Ra!2StT!^fFFA7LYb2DoM3&!_x!oQ
zzT<V!c3`u7+qVy&cq-)V^F8k2%05o9q<6l17uU|{7NTl__WS-}v$4BGJJQ*SWB$93
zh_t03-t}TSsm?{K<PEQFj?(<XU*2z!9h;`{Wl<pU)nmTomCj}+lUPuv3lC^tKW#$v
z3lY(O7_TUR8)6##MU&^*=;5wtcg`0c60G(@rmghkPLgR7wAE-71C9t2EFX(c`Qa-x
z?jlq>dUf;H%Imh;<QgutLK9t&Kh`c>M^ZBL?e{ktBxD;Tpav5m-a*6{8&1_uRO%%%
zPIghMMlYP$yndarl@k9>RPEFU|Lz5J^L6GsaI8(<XU$XMiN&G|H*Q2L$k%i-i#B}X
zZ0p323C+>e*(<USe38B<_X5wbLdDycO{)FbXzsVxryB^zxQO;INIZCNb1t&9-J9eK
z?CiV#_6vKyQ|24PyOvbd$%yEJAJ0*gg6kNXyv&<s=w7kETU}-pfA)NpYOyOzH?|Ti
zvpYYUdZbmGcN?!iz31~|;MHPddubmKyp6cO&e%Ndaese92|w8~@P+szc-6KWd(^CV
zky*KO9N?^xS$7a^Xn5qC`$>u()l$s0jVG=U6uMwX#Hw%aAxNP%xpWv{6Ok)X3JWt|
zM1XHIw~p0lG4OII6Ck)B6IgO-iY~9Q+V6)a%Wv;<YBP$FzZ|D`X}O<ld#Ex}bdIZL
z)SX$x2jQABeCCFu{q*?<ng&*5lY|3Qm3M72s>++~;5O1^@<M$?z3!|;{$yjYMCccT
z=S{nb%T71NEvM^tMKs5Etq|xrN@U{2;a}@u6Dunax9tX{pz{(-(69?_;SmsG!MS6f
zwun?CJvy=(Dt!?_A-aYz#j>YnIZh+s!r<M%Ii=A{uRi{o8>hCq%`7H0Ad-{qo-}C%
z>BlE=pffivKN>N;1Pwimr+ncH1=%gi@2?qj*EHhg%iDT(Xzk;L3!<vGDXoxBf*8&N
z;Jgdx#+aWFu{8>b1lsK<<o5Sb_Q{o@G_F479o|89+L`N$b?lp4M-K?%jB$|d+I`KM
zFjR@I6>o2Lmy3sfv2-n9T*&;I7H+iQvz>?R(ni}vi1Z!sLY9<hc;UyqoY%ec+k(%j
zw}y*mPnucZ5fQbWTpY}p?VWjzlX{woHSmqKy?1ID87=3PKfW#B!3}4PTC*;6{qW;;
zqUi!Q$SqL`f_vft0n9{1fs7j35B25Dp5K|D_C#OH9nw^t_NC%PN5Xjh(r7cSq)xMw
zh?#7o{>5s*-D>VRnv0e?;t%ntR+f|$$h@7U@%ggY3MlC+&2fc^4<(8HA0rCOj7pU_
z=8^}zs9W<^*7H%E4!ERgXqt^cOwz~2U_;QH!%32oA2y4>2Yyb6bjYF0mNw76;Fl@j
zDXX<n70H;q(!v~^*(H;jrTe9WC@O&s*kNfX<l32++V=sKza)WPQi~*>Hu4}wDNNB?
zM3iDF>T`46pox=;+Jeo>riHd*|Cj052G@JyMmsciQ%R8VCkdqyK^QjWj0x;LN<!B$
zK6Y3jv{G7{VcJ~sQLChu%?aFHk32Oj9Dcal*<iNS7d5XuM20V>VN<O^yY~2Dy@mxM
z(y3!wz-M)F-qL4%iW`!PbSF4g-OFgrguYy}cfA5s@b6_x)gB=FX^ez_&gOIvJ~POs
zmGC)9tsRUQF~IeIWqeB?AMLGA)}ZjR7bIS&T3?{4QR^_ra@0#lw~gol1Kye-zMNz4
zkzQ9r-r0$rk5Gse=`PBdSQ?t4Uq7!@{ReIH?*5iH-PLQh=L|H=VV~jkyAAO8XKpX>
zXb@uFceAy#@Ze;19KT>S>B(G)Jfn}l`@$xbsXEG%yb!?}m2P2*?O7DDutZaivCwvP
z;!V2)p>)bg(ubLmw{IaaIWyg9(&>JDAFeyzSp8kNs^c}|!E5)wVoD-hTFRHS?Om&M
z`arJ#)JA@n=JomKq>G24q{xGkIc~{odVCL?e2yign|;B$O>f$bJ`P5XOeW3rRr|{@
zCbwpE7o6!Wvd^`?BfC)-)#Y9|nwVS@(K*VsN-_Llr+eR^%f;g?a(J@-;pt-F*P{=t
z?_HIRS8P}aOIT3|UJ4>l?etNc%Zk_3Y&E)uHF!DB6tC>64Ui|fL^Sb=))^ohyjJHn
zLS31=Ww1r7wkiHb7IS1_x%UkL@ah|`KtFniAX4$2AS&8OO0^+4N6fcmQgVS=r7!p(
zGuKAv<iCJfip1~v^$l5?V!isvGve7`#?vsYP+J!~uKCVewN<f&_y$9Pz2Ta6|2bFR
z&HhCYft_Mzv8T$eDrwJ?g3Swdct<63L>uEbl7@+63F}0wj9(7B;BJn@`L$moj+5qi
z@!}=OND~8;SZ~_d?hntz&i=S0iH=C@n}hQsOSDmKE!VHr=PzG*=|Hq{G5S=QQ=7ht
z1lNaiOB#hpT;O(4HEmO^z8Y8cB}kK_nO{!{76FHxqBEh<IdqJet)IAI&I}E;ThiAq
zEfpVa#*JDvxy4NlB|cD=rzf*KWpPm|qUnLOSeZx)NnUrx%o`XYEWN&SclA+hm3&Q5
zL)jO?&8`7%yC)**uaXkKHn7<76W~{|**u#(2w!<`$j;`d+1TP?Yh>5S66aRbvm25|
zM~0edrUugaTw5G+;Wb)#D!qI9CMk-<qO6ODC!FZMB-(|Wvqo&0DV2$~Nn-EkSsITN
zO>?>w4nJ2CM*@yi_EYb)1_3rlZ-wOP_yhbeg6|dtI!gS__{$9^vW(EM<LpqR@k>U)
z8HvI(pLIu1D;k*#y{4~Mv#{w2lMkAmU4M6|`I;6VGiX#gJ)=$jqX{)bm8RUZPx2v`
z#i_=brA;aP<*nv$&VjA!Qp_oFG4j|bsRa?P*~hVT4khjHA2uu)-)&a+c;*UzCvyQ;
zd_p_H(i%Ro3rRd#NPL-m)3Nwub6MD=wqh6wr2D)>yx@#0UyR+hxSrQlt7gdZ)Usjm
z-ZPbv@}U&r;kCjuPQM8yG^z42&vIK-)<ITblD+^YsqKS!Dpa?Vb9*M~uP01%4}5EQ
z$!RIUY>lQ3fw7rW5|(y>a}VMmw6Q0d2-3A@>9&sClEQoW{X-@t{T=oZ!0U;K==Cuo
z5u<wLM!bhx*>st>HF}4Kmf0cQg<hOGgP&ct7DgWFV}E7Qit;U6_F8}^Ayxi-H(!m&
zgON#|@*Cbg<_t+1zs$9LvGOKXJbA|ZPcXdQl!eN_b?hn+(v<HvG-Xs?yY!*BM)I7S
zh<DSi+-F70(K!L>s5<qVPlFBf(P6(G=WaEG=yJPWm<gMT=1cE<hbB7^TM}qsN8i<s
zSCP9g$5oWgaWRA9O4d)*GDqW#Z5%e2==eeXuJ+VX{aXabM?rzv-r3K$x0uL?OCG(#
zk|!?SzE;150&X4mdBeMjV(b8JHVKWWe6>`5iE3ZcsXq7ycq1pTv*;ywd*qED!@*0t
z^@8^?33$<u^(4S>qeLU)!qGKN9-dqVz%Mfe?}r{9%@#Cre(hr1xuYA@7TsNLyDs*$
zXA@DZ_KTSJxpcr>X1kvM*Nv?>HHJt<>s8rdWg~Eo_p`WBqxA;G1GlDUqb!@Ba2ye0
zgX&JLcbi+tkx=I>l{8lFxvWx)3}@hx!Be4YhFnL+HoF@)tHXibn@%W0!tJ)YT55aW
zs*M2Hvbt-F=huAUn`(2~_5cS?kp}siz_xSXHQY|F&&`@)lv7jo16e|T?1GC`8&Al0
z@$P8_42<9O6fMPDpeo?0WHTQj4or0Qd-g?}Nz~twohY(Q$lnK-GRFmpHlT`T0K)o4
z?;i0PT5N`hcl=9BSJ!4M@0yXke01`d4y?splIV!rxubG==%&|<4M^&i1c$r)WcCyz
zMuUk4O-^hx^--y%<fJ6~)L8`c=r@BI#3;mg&ko>~Tb`{s$bq0Q%Z<YF|LbBPJJf&v
zM<@7))62|q#pN~76GXgm?Hbv&TYs$%2HX7`aO3ZncE4jAEC9U5$O0@<GlRkG0650}
z1KnT;kXp{400)q872tqf{sK6FW$u3fIG`!e<zXXWHxCRwK)s45z=Dnbb3B0qz!R>-
z`}|LM!qwI1U$6q0{R)XiquQi81hE1uEG=^%(W7Q%SRxKQ7DDySI(XQm{!#i2zO13E
zGe^rw`7VfD!frQOIa0?n=uQ*LDSjHStkf-;FKznAdVwe2$3cVvDMHAF+Ru=DH9Vgb
zRP2DqWvXvz%CA#1?_HN|PypRF#_E%lKCTU)LuLA8>5<EGEaDu2@E~+J!t|5=Zjv(*
znOpnbH_!g1cWUj;2YS{Y{rwKRcf5KIZ=FvG&y12fLmYzO3dNK(NKF`@K3fn3DVwd@
zz906iPj&bGsOK|ZEfEmPy8WWF_DLa66o(Cs#pXLC)7Ah7?N?fADIsM~a&lQ0k?DrE
zo46l6z%lU6CtOiZctU8v8x}VF1$|?0Q6I}+W0}B1OV+${PCoC@&{%v`T=e|eHrMG%
zxD?sa>mCrMx0B*u84<SD_-`2TpI0tn%m@ZJ5r{3}00WpYE87o7yb80iLIJT~FdGn9
zbOmN(=J+Qr1Ves<*`RALzhE{tC~yCQ+0+3T4cKx9#H-mqxq_m>pgj<DrQP22JD_F^
z?2G_VH7Jl~1#B|=iKYQ@c1BhfM#c^x*cog?3&;kj&)V=i(q`lYU~u+kF2680Q#&Ig
z81nWP%ngc^{}-4WCoo5#MgLLU{1fKJ!ph2VWp+GLMORTVBEDo|J;ERl=Zr`Dd~>pn
z9_Rjblu+6Xdct6zEdNkL0XWw7H~p*ItO~QI6*<V+#pRiCsD`+{hE<D|O6AomS%Fqs
z*yfl1Ni-Vu`_tnD@@MF&Q+y`<e0!-pM;=>eO<Q|=UN;rpumbgI@{+>t_Zh|U8i+(!
zy<5D*rQ9Iol2DB7d?gbfQF5d>bVi#hG|f-UDS$$J??EEjj$T5Z8iD%g!*PZa1fx$w
zjb=(iDdWs@n-C|D)CHXtnRsm35$%e76;-pux>^-Ym1vWylB$VtBV*+p>bv-Ol8Ku)
zbCvSyhAfIRbiZju8PdguD<!@+Wg)n284&Fl@xqF(EKaoqA{~Nu*C1rgwph0O<JhO&
zNu{vv$CVm=xz86Yu_$Tc47Ellq<T$VycGKw=$sBy3J2TUbwg4}@%RjAC}JcL6NTfV
zjTY&mMdM<qqh*vN?rX^0kRaE8XZ?;!M7lAUBT>*JBvytxCOB~WO**oOd>NHgv;=#M
zPFE0}9)>Ht>&sn2l|Gdrx~3N~vBN#LmLe^X-4hn-9A3qp1vj+SsSppF4;v4wr4gk)
zD|0w_whU}W@UqKG<yuY3e=3!5ztw9KE~V!ILlDoSItCiMv14$2fGI}W3wH!0j&N}e
znS~)G`vBf=LdY&pK0Jl*fBJ@J>BuPenvQLHfd8@)?!!>WI|9cL^S9Gkw@+0X_de}x
zDt9~+rMU%qnxkaGp;l}6wNHoOb(Db-==w`Ai<chx!)yVSirOeRdj8gRW&|`eP8ZyD
za^wwl8!}zEX)yA1-z~5p6(R1fnvLL72HfUOtW#uGFj|FR!gY%MTg?Fsx6rSneZ3_S
zHD--@^G+i={JXZ`fGo}SyLhE{RKUj-@Xblem6PV+?RfIrPAF<xuRR4O)3B1QlJW5@
zPwXTXx7zjZnv+eeRdbMNcRzVVFXn*d8Fz_3JeaW`b$b<0zlZr%_O*f?mQFJ(gyYYV
zV~~70DZhNU)elaaF@A8ZU&hsRN2%KlRXg%z(UTo2P}P_~1IlB~4FQ_5^~U=IkI&k^
z5tQ?5d_!}c>l;^;<sr1eh8MmMpH24ODX4{hv^V9N{_T%j5m+Q$OEQVYD_gUJ+wWHf
zG|$2i&_pgTZ$8Oajzq+`xAjzz>Uh1`r<7yPwjQ&5XCj(@Vnm?H(TCkBlWwM5`86qy
zx%k{V-!h8?YH6J@8f~V2+Y8Y4jrdQyH;+Tl>f+)81Mx2k%s+QUd}d!`sezD;2p=7|
zvziSYJx*GpRWP4?Y4QN9OZQC(1DhPnPiuwB&w{9{ncDXmPh<Al#a?}lz;u13%h$Z!
z61O3h@_`M466Aqhx&7MnFP%Ie3{pubb?chO%3N#S<B&dC)|u3(sL>5;8%3BtF?5@r
zuUhux^W56v8lXLdRI_h-b`F-Hsjfz<5H*8mUfG6a2euDUkvT8be;#}EmV}PuP-N{R
zJvHhe^FD(V)|7M6$sm;*(pxoUZB>u{1cEO(uPQOoy}!Bjz4Z5evr79}qNU)~^}Fzs
zIboq@xglXwMamrxZH*NDR-Y&uPP*K+_F3$M{TPo|gJR0^?nIcGA`IU^Zs3|gzZ4gR
z561hjwYkn;Y@eo0P@yH?sm3c6yNZ6XFz+5o^C}BZH|tGTk2T79u0OZxXqc;~@;Bw(
zXtM0KZ&ITT-d4jr>tk%HGG3SGwdj_XRg{7D?>6E4hi5bWJR8X8<I;@H6e7yT9^m-s
z&hXr8-jsVLc|QUz-=e=-=T3%U{x|aud#m#I3$%QF2qDU9pTv%8lXGdFWNQ<fHEdV%
z(h738M4Hv5Ff+;&83|bMOxp+^8M$koZpkDThJ{UkEgsH(qyLUckHF^v(lTjqGg{fI
zJv(o1X_k4a7w;aE!m^rz9~~sf%xaHQ{PPmK{)HOkeV#LK1M0jE-N0P+{mEc%nawU0
zTK`!d%*m`KwxpX3a+0(z`Xs5$7>6Td$z+p5sV*H!HNq`O@~Dv|>_++g&UQA(uTz`e
zo=RnjOk^k3Z*R@MZKdWg3(}VMFDsdRxNo5UqF15=_hms>cADO-j-Na^%E(QRH7*_F
zHCkSwCtotEmHqIQ1jG0p*e3IZGlZYvu!Qoj@(-Liwd@rbxjM}yG4Oelt%G%IjhvWx
zA5dIson_*rn~5*$yro+ui1Tj_n@GPHlOhQ*RP_{TW`9X`PcR8t`b@B1h(wcqQGGDx
zlgtO7wzLnC&0YrG_iY<*hFn%Fk5>(H#3To~ma87G^<CDqtZL#BG&GW%boPv-iw@12
zT_4Ze=pLG%#k}6Jz1+lDN>-COjTI!xssHYp&|7(Sk}Vr)q<l-QxC)sg4@LWaV^6=(
z2~yVkm$8N>^^^BJp3zXC9Cv2;@iHzR_*h}x5QQTM@v30PRx`I<atyyCMz-VagC$9Y
zS!>ZQ5G5e$+B^7onq}yHhu{wX5y`QqFvrWG_MSv6B6Kz^P_K_o?({1&KWp3fs$O(6
zH#r_P`(mP0m4fy0<rMhbav0Wx=GsdyS3XSLNtpI#SlSfeQI|61^JmGYkhu;LEO@F<
z=oaA4#a`3XIBhTLx4zysD3?&6>gV~QFy0-{4y29K<>pO)WcQ71U3jt$i~W`J_;sm3
zJM{iRe(qVM>m<UfC_7jJ@M*Kx#BUUUNf&Sw0x)jfydE`Tw>jS#hbz-jxx09Lyu0^8
zwr0d!OpmhD00%P6RVVhe&cNYjot;8w$yic)ICpBQ^5|f3jovvTn(wgH(fgQm962_N
z7PhS0rn=4C{5)hAR0p_EjK228o4EI=&IYC1zIHlvnB?DZ-2@5e3zp>8Qxh=LlB`VZ
z<my%_*<rF27=B(=T|>J5mYfHT`o0dFcXH^+jeLa5eAb#8|GSF`>7ipTUr9WL;lkSP
zOpsTd+9RLLVZ_#LrDRt>$`bCJakXw4JPE*WxB0YVlfor%hwK)`QyvxXy|cEwd!u~(
z)?v?!8dI_vg>k_jk=zjZ9gnbQn<JDnA{}j(v=n{zs`St$qT=UoVjMl=Ys&&TJjRW+
zABvKC<k}kRel5bCqA|p8G`ZFNNch$B4<y!6H1C=&9cV+Qd&W{*j&{tq6~Emsj~J@?
zt1%3V)%rKa@c$V6^}`-!2HZ0sI3I|LVE#LM7<f;}ReKnE`O_-{ivEK=%*FMaISfQ_
zTs4P*Md_dB@b?vDvp-gg|8AxDZ`O%nanAp_U&jU5tk9zWvCYa1IIvf2R?iqu861;4
zZ@1i<{J0+a>;-QmPKR`Hco1b^R2XHe+`5_5xFC`kJMu}<w5fVXxgweqOT5dU>%$yc
zmimg;{Lu3<LkkhxK~8=854E+-`Nq`utYq_Ao{;uAJ(aFD+(}=FTsh&JS=sY!ZXtVS
z1|fX5u*21i8Z@kATDZf|bEui}EOci|12v4EHJC=_jt1`YcX@<abYkx2h-)E1m<z2u
zc<h~ziSN9A0<N3Pnk`jxJ8{L^J6Xgt1A$aV@p@gdhpW1~2tr9;mrQh+jH=Ya*GQMT
zSdMh^T03x``0i+tHn%R9p;WDJQX_3`Z{zEfj+3m5wiz!q`F5HYS0k%7K4DFtEB&0p
zBp?vfZ^u<^nbujyUfiJ;p|5Tc(aY%4$RB1}#g%d{O-E?lwOi`(5{te)v<#a8PAjOS
zouv$-&J<{1OBm5vc*z{$)~E|<#J29-GFO5yCXxD5Rb#&m0foG-RIcQz{~GipcK-QO
z0Ua}xL6b~16c)*$zB2NYr`%}9(WK|~NO{61=+*X-)*GK?eWtE688C#tD5MaT-sGC_
zsFa=oIjm%?o&-xXu@5QN1HU6(&gnmcF6^A}^za&7J8dJ{;L~>`BGlM1if~EKg6R`8
zmShw@@YZ7xVR>&T$l-r_DfT)OKAY2~Gs8Y}U-KO)Lv2o9LhA<V;HVzb3uXsJZ;ovR
z+{f~jbyF4bnb$Pei_I<f?DyBsq!L3TjRnez{Z}#)a>ATQd8#)!(Nv?5zeYKYGbaQf
z=ZJdrXvzhM(iM5{2_Ib7pgR-zwuXh)+r4MPzqMg<x3ElTo|`O&X}xd;C8RDUaL(~W
zJh9d_<rdS?W^LEy;dVO}2B9JGvCxeDT<Zy_UUbGJ@S>*s*@1OsZ24-ZV`0FZP=pxQ
zLa&QtFKL~*=XxPRL7FO6BB~LwC<$mMGEK$PYoA(9WtWb`F*s@*2>FRAH)=u}M5^ti
z&+0Bp@{=)b2<E6!aED1L6>*1AjvHG?5EkvsgF?;&K3QUhCp?MG5FpKJuhf#1k17<G
ziqaOe6f0_~SVlJ|ToM}@{pf0{8?&GG2AxjP5IdGR@9u5h2vVW+nW~-pB9S+oTlzmf
zSkuOF8;(asTnOse*UZHaBy!We6nm3RiKF$1;AT5RYX<Jk)confjoH<n#WEJLyh{}_
z*{oGhG7H<5En`JIDUq+Vj9W6xj^u)9=S@0ts`9GJkz*If1$I7!qMd!nxi7@NEMlWd
z8qn2Ap>n0y7YFWvP_Zr+$T#i@9rDAy;X=8wK$R{Mo9PxkeP%(-Z-a*YK!LP<D@Z?I
zh89U5qk_)*`S2U!nR>UTL^w}+i`wgjr<u`%Pc8>11ZGgYc2ln(2;tdFqY8Z?Iehar
zt>~_)vDvznT#%OlZyE~kz5LN0^DQC1&_L7E>Xhx-^hhb*eZhdQQNuYjJyg+T@tKK)
zAXjst{3k%1fl~5au|UNt-3OF#l(ROscQcSX4~P}fLxntxnk+spPA^P6=%at;ll=6c
zRkw8cLw78ZsX59ioRM99SDyY-KGv%OR-Wh#LnWj@N!%>20J~b}TkHGV?d|fe*%}V7
z*)6oh($>CJKY2=03%tv2@09RvPUa1{d!*rGn3N6hSt3H}z7N;Bqj2$(C<QS61}V$>
zX5PuhRs2=yz#>-vjnets(AV!sAb`9uvH$^7TtLh$2P?-9bps$SKZ2ZC0f6NS`U1WD
zscnFg|DbJ{fgM+W4swE_FF!TRuec^LSX`475ZMI0t>sE&lNtyH$yfpqioL#-;V*FJ
z?}DBF4ATHW&7ZIu6FVc|4Ow=7j)ZywXg3QZdwY=Oe}d%LSUB2Snprv8gKQnG9gGYg
zTfiWn9~a+IAK2CRQ&^1EFXYDp3M2iDx%!F!ID#ClfUT1D2G({)KoFKQGz{x6fmrOY
zfV}@$!LoztfDr5dM!~YNaa;w3BGk~;ahE32^b?5$we{Z$eXb(fMiN#K5;;-E6%vA%
zy!GN7?v03Oly_)fkBG?7F6N6j4DY4T5cV){^=?VrW9wEm6}B61FOZd5;@vuYxsu{M
zu(iQ6<M_eRbF^x&hIQ}5-gLkH%+X$XcoRuS`AcP$(+S`G#_&qq&%?-B2HoIc>4b~7
zBGUY7n=kJ>SHHf^?h+c<XB&X#r`LpL@V5MHI`Mhzqm-DP`6Aw<l~0Y67rr;(JS@(-
zFV4t6^S>MQJPmz0<ZyJ-S?9WzShqQ_@u}Rdyuwat_mf(<y>oiAQ;GXG<ho6+wYoJf
zg#DRsA)S0wqkNrwpnFE5ZpKm{h>u>zZrZbq7%kzM<TuEtFQt`RbsoRGb9D36%F4^!
zsw*`7MN0Voq;1(6J<BdDQD8_?vz5NfNcflFcPWW=u8JoE2o-3`N-Mbeoz0b$OrA#P
zVa3ZveY&Zo#%&XQIZvlzChs93A_TcLH$7Rm*D=6NFLRfFro}!zYVG??B#`JspOJ6E
zEg4?cXxB8NP8XKF!~vNb6;F2_V<$4pU@yF9Fl<jG>Qkpl4AJXi27#aVxfs*1hV2++
zC75=lC%%_4e4KF27=tw=#ArT2uq%SjFc8eZ`ocAEfQ5TmLrm{Z!c8&#J4E-4uf=rV
zG#rw_SAKu<aUL^MIDNLhh%uOod4SC_oDZi5mpOl2--27qI=?!sthda4X0zzNV3pKC
zb&;xLzmBEAdoLW0D6Rfj+pmp%ujgxa1kkuM)j99(bHB9XTwGn{9ND3I%k<WpQ`Sav
zW4~Vc?bBOuc1YR|hfbs`jbn9BW+#0%kTz8#72XzN79<ZDMr~yb`w=5LVz@2N&$5gg
zRrg}YQ^t!C#BAV>ijC?tW;eSPT>BJZ5o=T$`ZCC2?Y7LysmsgC96Qsu3v+J^wL#vu
zKh<GIU?bc370;e+Bj)p~2*!Eh8GNiv&})$7mDWL^^cgK!X!Gi})eyBK0#(nTR*odh
z=8&fa%;iObh$9(xVt1+~OFajp0ehp8vnZISEPhtjr8N^SvSJ4=1)a>MV0li~<Ei`0
z!#kY2+c&hIBDna#ndo>{HR3oC>v`rc#}PF{`kBKb$@^F&e35miTZi(+Px^a_^Ji~*
zg**Df>+bG1e|y9l;i)jY(}{%loY1`Zb?WFPcLh!r%k=E~hl;)@`^+7f0cjLy1a9{e
zx{7tpsHi@V$=A<G)vV);fihpA^O3_pm}rG_$UuX`yxA57-WN=r{5s+WKPd>8M74@f
zR7X0c;FokTJ958Rh?XT9gUUTm%_vc%T59$@lmnTtxWnP}qq=tFTfHnKndY10XR}S*
zMhuY@#n0cTWOpRmuVpCDo`|<R{Tw0gTEJCQ!2IeO_QX4z+lSwbd>5u3Bi#%d&1q2G
zW(Wp<v3!xGpw2zue)&dIVX=F}r5pZ?{x~+Mzr<>|txwtk;}w`2*G0wS(>yC0Zqog|
z5<wqC&1p$u?r{uO+bvbcS|Jk5+gkbv@Pfps;5#e#T>?3fq_Ez1e3a7-?^?}RQOMS7
zWTY1xGxWEhdcsy5JWQ)WrH|t}V(N)s-mQ{dwQPHztEYH}wj|j_*fcV4ihAS$miF@r
zCQnCk{^|E>788w@*-UPd=9BleBsl6VhN%jiKc2FkAGKn^A)=51zlu%bm@{y?yr9DR
z+6iPvl|8{mHk0Z|5V|RrAks7@w~TXd?Hyv2?WROJHLkI?dLbyzyMOKtnH2$v`(4qq
z^Trge)!p@~Q^s9tuMdY8t2fQKZB8>060ARMMDY~`f4$tYt0<~C^2oC^oAJa|Im3Qv
z9W(4=qI}zSxWZZX{+KZK-3!C*eewR_ZR>3{{SR%6uco%P#xBb|3`!IliyC!&(k<S7
zl1vD<DT}h?h`ElNVNWelj`1|iU=_Yq1TmxALXxDTSbAbUNzy!X`3cSo#fKrHi+CJL
z3y}veMD&ZB6d=~)%-J`aE+3j)f8?z>et9t-nfzoaltqpK701*<K4DlkGqfg0${=l4
z*@{LPZTwM=1j6S&C8EfVcPdu6n0qA<ZA>GA!nwvZ1JTsDxd01Cj>RO^;q7u<3X$O~
zKL3QaO$Ps-#gBv=iWDp+KDsLF;$kO{y*r=sX@joiKe$iMeE-<bMN)<ArH(cSCclHa
z_jCt$8vTO!^PLoet#NPuq%`-vSy_Q;S(BIP!%~g=N%9RQ&aKHbWjeeVRLE4rO{&9_
z#TzesWh8oBvomDc6gyMYBhxx>i!lzKdXgOVZpjju%fFkSsQh~Nsd;!<rMb$WWj9vg
zaH6Z6!=dxGb4zin(e=vJ3J^kWtDys9>>PWS#A8oGiN^~2^*Cy;rV7r#FcOUwIXkO<
zb#%FLVFM?E$G@cNr+$Of>annNK<Q@cM1a6K*)FZER*c;zoI5=kJ?R9}r1_|CNHHWH
zccg!DZ<kDbHYhJG`pBx1lc3y^jb||3Ferzx<YoY=+HHJ1brv*;yClX^=Z8xMIyUKS
zSBc8B*(k~JM*R?`8kd!45uphrl)+WGs_s(sj;&v(k&3xvH?W-W+LI{y^!sog+~g=F
zI~=2KQd^&XF%;InZgYzJ!Uo&TITKZ^V@%BE%Vdenys#8LQ`qQStB1nH@!&m7pC-rq
zckNzh1^U`4JdYqRJtZyA6*nrhsmRG<n6=vwP7;%$z~oXP%|DD%xKz+Mf><J8N|zkf
z>8|?hE2RhD-(&o!DU6``)Qv@<-%G@}_?=xe^;D%>KnKzFmg;&t)@}>FX>8havmwRP
zx%@2mPt@#DN}<mMHdlJtZOQO+E;_}7q-b|Ji64RVk^3wf-DZ<xq!2p2#PZ46)k)}1
zM`sXG0)5m2`sE%N&G(#4OE(Bcozbh(*pgRR@`(uBnq3=5WR7;iK=^!Tg5ITF^D~zo
zW1)eih`(9M?30f}2ZE_)b~VSr@Io1tkEQKoGCtVP>H4S!2L_F;&4y2Z3w_BDy(K?%
z$3?!*X}L-3^Ne!_uUgKt*H+H&=CfN;6Yv|A*H-8xhy1!)i3`KO)N}`XhuPGx&vrMd
zYSnDUqPJJ8v0Hr3KvUm;Trkf;b)E+q5Wzl6#c5vk50xtlw0Rwmn)Ut!e`m(C?t`<;
zc~S@}(=6QA%%?~*^sNWJ!oj!F6-!HWk-%D*!s(jgk2vmdC~gq$rVHV`ugsv&71a5X
zphI)saI-RvN5@@#T=6;Rjg>g$6c;|;xtZZ?u%{%@2jp4k_x>~aW%Z{S`Z1Q?Lk_ee
z0r!CJ-sp!b?~JyeeOpkOpi|JQb39!>f=E*uo{tZ`1|iK_+_P94O6c3h-1FC2Un={^
z&{oX;+IftFmEWDGT(uXM(B^6X%jrh%CsRO}bY&&SLF$k>(#}9#cD($7SsPO7`ha9t
z13Mvu-xqyW@5}{96;~PhXA0nSHLbhEk7X&4o02y2D8Ok$5|=}sE(7uBQ`3oS2V}CD
zpmpj;sY!vG1*FGy?r!oey$RiN-3m!?1~x$$9UTK0Uk9qJ4^ARb!#`x`z{zQ(FUk!*
z6Um={w?lfbP4;jp`|!P`T-2zi2OWCaKpT024QbvDvXjnQ=fWku9#<x#{@o;F#!}3p
zWS-5E2g7oSh{5#eDyiQf?M(b$9m~{poZ+D2$r{IWj7g`25BIZPFDVmOelx|fwwDj9
zcpkuKtQy;?;rr?B2jei-7sMqqiis{PYmk612MzZ*(Mhlw0;w^+y7s+2xRc1aX1o4K
z0)Ky0kL96#>(0gda8Wu#bYn_|+dRTV=Cb%7ogLQwL-^BuUd!M=D_ce__$or6el2X%
z2kkDr2Hn1}MMd65<@DRn!LqD!Z|RS9Jq@eBa<~wxYS&yoE`>xe4u|v_o;RRap_ZVR
z)L6A7^9pxa;haBuIzak%8R@kfvuonHkmPb~S$&zb*@D><67JK6M6zBXX(c@@_u0tj
z_sat(vp>N5jJQv3@$$+yXgQNsjbJ24Aw*$(@FPvrHd`CEAzl8|b>yt`Xb7<cahs)_
zx>OwD`C>DC1beq!C58q45<idEW|P>X(Fl0?Z?1FAnYQWEu8($>23`}VJe(dBI=ly7
z(jp9aHbWs`;wq#=V|1w)jo83@$|g?AWMPq)oIp;>{UCU;k8OuYYlWtX0))?vL26|M
z*e(ySY6PR+wzT9jv9!h`27^oQHDs1)iS|h5!c*yp&&iZxs4=zQxx?Y5+q!0I)YEx5
z*;{{>A2~95pMZ&^(Lot4v*3camFFa2-=prOZ-e8_0+#Ajb?gSUE`u>@$24mQoI5Z1
zh>6ht;&W*ptIzeMx5Kt>k8AEm7sa&;25uJ!3)~6kvA6Z{OSJaiz(RE`aSL+VkiM8B
zvGQ|7eBYh+&T4FguR`2I5YLE;i*_ocA+njU9yhfkTflYBJdJ@rA+3&$LNHm8)X6@r
z@k^N2>(oy|+p>B-Pwt<O<jdW9PeyXwE8b$(iByY-le6_I_c&u}sF6^`#PgeIZ(ZEk
zen^R>l8nd2K}C?38>t6Y11}91my9C88pXslZ-}X!Gg8v*JGde;q*>L%+=Gr@aoh>W
z+?Vr!wrTDGUaF-&j$}M<uMwgNWW=^*sanU|#~$hdY>nc_lemjErM{a}ICMeu=t}2{
z<{uBVFV{a<SEdUZJ!r#DE{Z>Di{+Oc72d(>+sbymJ+~7@5FaCTb}xUuu_-6GNl;2<
z(WS<4xSjd|$0kpkrmvZHj-Un7fod|I=HvvMiHwmm#q29}`5UdmQc}86c-hj)HecQz
z+Q0pL8+Yeeyh-VBz$jv+YU^vA$HrJdbV6-T?AnHr3(=F@iPy!izna=0FY3xOFuJ-D
zVO*cdlufUOT;?^MJh+`2HZ@u3Q?^yoj7v3`x1MOWf!$PzLbkvP-WXUp&}Dn~c=~`G
z!zG!8zhsm~tE4L|DCttUWJ1c_F&*j4eb7*fh4yi2qE%%wT2Qfw{EWn+yhVeXS-gi1
zGE+}ja?ybsZLlKY(9xFlMaU4sJm?mqT=}O6v`j4E1?*DSvyo0k>xoYdG%3y?OUqB<
z4zO7`nJ|J3{P9=3B3@w*s9mCw-SFBIL>JN=8#?ZNltBCKgw+3_z^jc7g^+MmCSLKD
zW&#hIwzvXC*h-6V3;ocrZ)L4n<`H#eQ_Zu!r`+5v%G+w;P3C?JxXc4Y*J5r#nklk#
z^NlPzLJHhlQ)tgUT)2^(><8osy`nebCqyp#n^@6_vr+OAMfQ{j3En*W7PKXtds#@4
zSV(d3`POvXz>3#~K?7+~{bbT{=WT-A7d_JcNndBkp6bi*UB4?(Zj#ZL_qFCO!=4{Y
zQEl?R1(%u9bDCNjjpTMo9L8QdzQzm_{TdyFhB-A9)(#3BxP6DEnun23D9BUZ%4|4=
zSd41b>|Hoooo%K=UWtu{$%~7stz}i2J!fnUz0n)@;P9@gVjF^VGcNFxfN!;GH&j&6
zbH-ao4qII(LS%i??}n?-&#l$vU{aFLYtLA>r0%sM*S$sORcj^I4wY6@m~hWpq0@$w
z)?cGjhf6D$jg-<7lCC($kQLBemS#O+z{R%~xkL|=xPOq#=bOZ2CQr;JzKN7PD-t<|
zA#8RwUV6c3F5SOM>OsuxeeUZx7)QT=Z!<4%fRmMPAtsL$J!3Y!&GU@(^gN!%bLykG
zt^>P|7@Bb7&4RejL-5V+j>nxeHe0Kitr=Vcd{bix16pPV<cGm64@fJeV^u%jcbwl+
zBeN38pXEaF;#^!Jdu5q9z5Q@IbJkj!Bvd|S+(r_q!paBLKW!1MVp{b+{LV_u8I$K>
z_Mvs#%se<;R>(HTV)3@qms1jL$H?jQ#Cft*KIvQD0Mmc2#@13p(6=;XP8E0*8cmEG
zGa(k;Id@~a`oqGF+53Ts<TBe-p(;KcWl!6^K1RD?sci)@pSf~25@<W|I=#f5NRfe)
z7}VQUh)(@-ujQbqVnN_~T+m6%U$H;fhTwmL{r&yc;_u)eu<7>u7Dr(D>dF?!E8yR6
zI~<{xzra6efYm?ja0EcYKksmat~LDy{1f}RsSyhOLANz3{@mE8_KzDIf5-Zu8y){&
z!F{&>Z(%-{zX$qYZ}Irgfj(vc=z|vhk5|%w*O+r%T}e|1fIijF{2O4_j8gIii?U)K
z|G?Q(xcgbbs9A`}6yCm+J-bwoDG^blY4Y@UZ^aeNk%gM&;3v_{ZdlU>Dh5|y=C0-i
znq?nGkFcKce|GdVY4a%Fc)#&DAvKZDB+Xvn$bP0@1FvjDOy$06WU#22##)#9!a46}
zBVEyaB{x=s0n<8@@$NWomfUAf>HGLe+Odj!nG;0O+7cYG<|jo_DF^{|8j1G!_3pW@
z4QJ1Y*94+2$(B|~Q_^CR=18>?YQR)H{d^W)nsS@IDcTF|;rnfyn{9i`b#KSSmg?Rb
zE*dQ^4>mlyUTd;ccYDg7m8D{}bu!%HD4?!uKitA#^T{Sx#nf99BjdhaI-4U0%=d}$
zsn0n$S*ZA)D6&&fGq_wHr<hTo(KM#<&~3#AWQMixqJ@VkQ=tx0&PaGesLT&v^sRC+
zYn0h9=!B)mr_R=R`8Rxfr+D3GX`{={RT>V-6YMgAMK+V!5x9Y}L#~(uN_=obLI7J<
zhlZItZvUR`o3J-H)-16%$x*1Ehu<5NKqeB&i$O62OH$%=W3hxBN2vvaQ0@v#5)z5E
zciXTe9zREB@fC?y>z2r(Kv+b`q6A@cWZmWd6f_pYKzR%4Q>r1(y(}88H;M4K2tLKs
z0>2JJnN`GtlFvoy<Z%38H?=78zKZHAx5@YUpX;q;r@Rc$6Py#2`#gE98w49PoXE;S
zrHWs!SBG2#-2U)>WyCh}g#X;5*+=~B)?qrg>76VRcCI@cn?o1FoA&kAU%Z;nQc3ms
zroY-w*+v=EEg-&Sl~YbxPkF_2A<n085$D!$>RXYz$F_p^0q=u*syt^6_lzUaGWML(
z{BEtux3q6TNJ9cDOMU}6Z*U9vOOL^1rhVGC2{n%68hpfvZ;)0RmLpmPL&V_GC;bVw
zX^N*G#=h=jBfzVjj?s^0xD#latI4KbY!t;cw;rDkNo&q2o{34N)krn$jA+64Hv70*
zN(8(sG>q$DBbR1u7(SOqO(T%O)gvfFFhvx*-)6<SX>QP4r9SdS7tu={$``inpFdU<
zF098emjq(wvgoK!R&Q+3*Hp<PdJL#V(xq59;s=C{_O{+bf=n#7htT%DXVQwvR<mYc
zq4Se13dG<XZWB~~jy!%wvCO_79F&>hFS)~s>wa@4k~xYo@ykbwjZyJPb1wuWn*!JF
zUiyu@4pBoqMZ1iN2={5@iD*aPeQXs9z;4Bu10%dAL^sAK!U!$7{_@l+Q_`$gz|5V(
zKv4_3)6xKr1ASPZbV461&wv<A2#>ZTeR~5W&2ch>5`*uuYV+XcO$2Mgj}r1Yi}YxA
zAgT2!!WWqOG@Tu|kE^e%3{q4IrL>2L^9y(uXdLyjQ(qUh|9DIFmOVfB3kDR-7ne?f
zGpt6)3!$=KG?_9tMTEjI0=?k)KWbsSb%gC?wE6hlD#TeCn?-u96l2$!6K%A#gdsN4
zijNV;>tiF~U$-ha$fMg{l5&UA_qH?9{7kEqc8F&d-`)L{G%=Hhyh&LyuW%=cHB6P;
z^=dh(7}+5YMy;8ns>%2f#T6i1?tBNj(I4dzh1hH!e4e1KPT(<<86(XTo&oQ-O&`zG
z4LzOH+{;8e%c;^XBM94JdEHejP<ywx-Na!{K4iEJMY(zMtaAsg{(bVp*AvtioavaM
zQW)v<1CRh^RB!977g@zw($RD7v>f_eFWTv1hW(V!9Lnb0c*5fni(}_MWt+sMedIem
z;RIuccQ8tmnn$L;d|C2ZtNG<a?^Im@NHMQyP|<A8CAOR|I>a<TH7P2Y7qZ)t%DQi^
z@QvehC^;*>NdX@EF>wtWpX2bGZ;2xf=K@&sJ$b3|)DV2!ah6x7i7brInT|Q8xAA$%
z8FCP0&xiP?$vrAJE_NTC;$NoTm6ncMy%A4l8LLNzOrwLYS$}v&W6G5AB<Ss<-WJTr
zoo0(}Ha%AUKx4T4>4%1LeQHJNcrSrp87x#RLZ{tppQEcVc<kp`QGS#Xg?rC$I0DlG
zx!JpE>D}nTX;n&Tg0WZx<D<@x0ie`G<^I>@vIP?bLoC~QV#^r{g~sCcghr|UnLX4a
z$##}Tqt5&_FIe=3cxN+$=G)?ITh;m0xgXyoVSXmev7u1yFRVk<b85T#7&7(>zOxl$
zerPc4gZwGR<J)a-7d1g078>fPEl;yK1)e<Il$i>zOv+xKae_#FoA);WqnZQ<XnS-g
zDI-;trg&pJVkdS#m$uJeg*$m9{$bPf<J36#Ny>}FHiJb8Z$E00n@=K|r#zM`CNw>F
z>*ZHShrf<pTn2uPuFs<X;+7j)SR-orl#S5WjDgdZ6TMoH+QJ0Mj#i%q<EbHjDray9
z`b#(G=X5Vccfi8>J{u(;CioEN`U|HN;OawW20qejUh33&GigcfR7I-OvTv`eNy*}`
znGwIZhNDv<!G>pVrZG`oq005{qvFoI{GG|Xa@m3Ks?&`0`HsUS@+r;tMdFtf;o&UG
z;}lj2Y3gYOXJMpXJDpwc@8uMqQyP5Qr6xI)c;Vx4$Mxp<099{1Y1~lh4jo=!PmdFE
zphlfIYmy$HMepj(C9sxp)2LN<PKI86RcBmJq7+(K6PF`~Drtn|aE^>Y5?c=&&h&D|
z|6%Pdz^ZDx{$T_GX(SZs?l_0;kVZmM5CQ3s?gjzrQo2h@q`N^Hq#GopyQCz)eelNH
zc;5H_eAo4!i_Mw6X04euYi8E$v-j-vlNl_c-1I@`>{vv}Yxhm#YE?mIN3O+MnXth&
z$SrS7GR+0OB&lRy+QlV9*u7FSpiUZ{zoNfLUg_IY@8Nt?Tu~A^b~QGJ(KjVytPgLw
zp(aY{Z~U4Ok0#X<`x7pJ1ePLI4SMbe(;*MNRttJ%_ND3wDRA=Bx}@kncUg)xO6=%R
z{Db}JljGUCwAy-IB?$ykb7*YTt;i5$?j-fJdrnP)==#sNhgg*T8rQvh6Rt?9(1#>g
z*r4il*JylbJD3xm$LHwgG`;!Y7bK=);FW+d!(9b4jmEY+U8&;~a)sEaExR%`S@Sw0
zJ0ppeoO+45P&U2Bs`Ks<<tV`;6<d%)jye9q%NGd2T*x%f*B0HpoVQA3sfrf+%KDCk
zDuu+hDnoI}aAoEVR9HRiUK4|9_}Cd9uSPkHBb)ZN%;Cz?OU#Y0-zi9EI`YiXxl-LY
zM5EdqFy!5!ajuukxaZAOPG~;)%Er^ELTg7NQb&hlS89ZbsOteMYk|>7bFj@dTw`N~
zVJ-rupV_1R{k6;E`7vw!FJCFP1=3W@GfaEgFSl{Hj<losy2Hu&iAD-`d@-Jm=0<<!
z3&}5ZGJp0>+)d$Wf{}|Z3#sbRAWgdr8dql%<pXC+Rb+?BgxbdMSMUsnqS@Zfa(Au*
zYR6)k_cJ9G2iJQ!db*<r>)eNFgyxCimwS>_Cd5|Ly?PNY2`9Rk8O}NxIc3XROyanT
z)n2$(eD5u^3%7)J)(U^gKbr@|w7r_bHpev`Ub$9w1@G?iV(ZL^08UmM{P;217seKJ
zvjM$DpZTs)mzE<FUfFLZU|ts*&|$tVSo(#Onyn!Gr{cUY^5wGTnz)oI5~G(ZUl_2}
zoYRP;i|NsM$kN|X$P=nS{vyI()_0we-yO5rpwP&hJoJ0rM2I@u#z*guZ~i(1gcoSk
zrhTVCKMEVGod`+h!5p+QkDWD(aGOZkgFVg#-`5p15sbE;VVX31mF?fws_F!sGfqCi
z4=5J49wZg1(I!tS!J;6V4<<H6)sGvCTWR?|p4MV2-;=090DBxhXhH~+#piWDtJ@id
z2_mJ)i=SP%b{1Z5@%G-O8eF8J5S=*78C%$^v7A}+U)p0;hlgI)_)yY5)F&9+i(;pA
zn8SFSjv+xn{^o-fl%KnjK@M@C(#sr=!(z>H4JW#1lg;>Mv^uz7heZ9^YCi=T#7gxF
z--GQKO}E_2uQ^jb;_fW)a~~%LcBX-_o}eSK8RQ|R?1k(Wr$X0GQp<K8h_A+VVXKEk
z3I#=(NJ&nX3x!^6kn;I(rhRx_aGG(#G!j>y%8X-j+Lr0Gi?udKqbh&eF6E-l7Tk5Q
z+QBMV<&kWTt+eVXnE#o2z3Ay-&)$hxtrGFcG-Fcr+5Esgfy<a~W~*1OUwm;09>{fI
z96oM@ld3ch*Mu2PXwqNmrw;XC<DnI$rOAkXt|Egy@XTSwR@)s0<=itwOm>@=Sc)5_
zb%C7r7{8z*@Xo|0gKZhSOTon<rR5uLispuy_`d0dnnbi!>4JyLIrfgVZjb%;?z$^M
zi)z38LPfU0WZY;zHSM^PkodHIkDQl=M7zL!fm|Ng&vWstFk~z=A)I}X>0pWAY)?wV
zOgBkWHOVrZpYRnj!E#>675<Fz(x72;=JxoY7HZ)r5)9Kwg{xfx>5`Qmv8)pcTYxhO
z>%65@sk{YJn`3f??uQ`e5oqoC;I^3VRT6S<Xs?V8REf*0v3!^nKMcx?9g2oQ%MAuv
zi?)u`yLC-Wgu$FB!=;waST$d^&=%TCUE(+1mtah3Mbf7_ujB=V=6?*V)K-#0DMH29
zAo7fOdL#%VJ1=pmBJrBLHalfhzgtwf+&WI4ySo*y&W;lY+quYK*7?yZwenF-HJGS1
z2`b~%i1+uD8wdC%YQIxdTRg1OC^D6FFTOOrT0K&pn;E+DmtE_0z>s1Wv|4c=_bnt{
z4mw0fMObXs%SG4HVgt8n1(ofToSJ3w%uN?~Se&1A=WlMkd5T|pokBGH!U0Y#{{@!#
zejxBN=;6ytr)A~=Vynvh*o2(q5x79YFq<Y!-m>|9up|F>Q8_#~xs<nMut)<7YYDN)
z$qi@OWG{n1Z&kJi$(^|eC$FW6hT$I`u4SVwH-Foak?@6L2qr}6TAM6*HtxV>bmD3w
z`ZhPRn{a%R)cc*$R~|c*-K%7pDO0;BJIbh+bv+0+Jg2L*uM7i~Sox40O_GB)%yZr+
z!%a%VC=F?RKq%!Zr&40im5Lfg1|C!7C49`Q7LYlmpD~f!a;p3GO2~dVa<s##yw+_0
zRg|j%Lj%3$V&v8Jz7C98w+>6-N?*Mt%LQY)9OjA;uk_`+V<P@}9@qm*+IDgIxx-Nh
zBjTzDwgV^<3>zREZ^gG+sLC{{Z(i2tbE7cOPDn?T#7UX5`&qp)#h9szijTshjAH)i
zU7ai6p0JPa;Il*Hz%E$xfc3I3gPYz|@)+y#-qrAMwg7i_t&??)0Nl&<ocpn)lZdOQ
z97SVG9}Z(WZ0}wBg7;K;n-B~OAE#taxOC?2`%YAS*baEd)L8a)q<fefl$?r!7QV05
zST}my)8w_Ar`~t*{*9&tzc?kOfxdg)Y|5O|N9|3TnM$o*B$4}*9D|Yy0_Wwz_dg@o
z-E|Rh#G9I6HeLKI!4zE5mD+lG;Mj}X;@iZ=da%)PZB{bT7utj&@#e6a??Hhxzo@B_
zb2s%=q5S>4GCdU?16V8-%K`a2%h-)tALnIemI)tZYjz9oU*BPeAKm=>HquRyum9#Y
z(*F`O>~_~OBv=*@x(O2R?RFa(m<0?5{c<}Ah|~S+UNXq(e{(wt2-^0??WF%LU=|Sb
z>eu*H>^EUF|Nq}jVFvD|{2Sf=Kg28kpWdZoV+BG8{tRD55oRHQsg2)}VpFSV!f2O-
zZaCYbT0#n&_5#iYjAUho^yRq{rIoqd_+SN|!z&w%j}N(WP|^ovp>5Db27`p2)>E&^
zFwxGv-$YZ{Mf&{E<*4?Eob{;p1c~Uh>7<AF6_O547MUYMR%@nz<j}eJh=^+tm&|Lh
z3q1ubTQ^D^!z4XL!cmCY7IY?N)^U>_yoq)!9*11cdR<oMGv)~b9)EbhFeg+Fn^WrJ
zwow`{GABOacihL>Iv=7{*l2_oU~tYc5b$S9Z1E|%2TNpXSfJ^+ql?7!GHFc6Ls{an
zs3aw814nxtMczt2?)}Qon??CfglHl;D7;Nv&nM9cE5yv>v5GDJj5hbWmP`J-H^i1%
z93Awmh|zD%=c|?Pl{{TmF)Hn|J~aMD9Ae!qz|?rh2G2IMoQTE~WokT)0A2Bo4d||W
zkeW9yT6PbH|6!frD$`)<^kpENw&sP~c~J3L5ej~O^*##=i8l4&(zu<KeUgVu<$<x<
zspXu*ezXyj0>W|rYb4DvG^lZ9SOhVWjZ<A`;+}~0yKz{uy{;Y%+|IL1qvIdK4i6Oy
zTVUnaR&!%)F6gC;V0XU5R%4*&tdh^jog1C-&^DzJ^)Q+Ai+I!dPBeW?;r4zDAJ$S2
zyYW(yPAj_+0d%h*3>|&@dz){a1QoIbF8&Bgm7%FS`*VjJQ^8pym}y4;9pB#i5UU2$
z(rfrm&h`JWqx0Wa#Q}UpV_Q>wYGnv+f~me9fSdr#6bR%XaDz{Qm<fVOWo~C``tLs=
z*5D7EMIe0PEfnZY$iZJ=7l8<gKW`7-1opc{M*MdytIA0Kd?%gd7w|h?0Y?B0>=p1z
zw+<x!8z0qfZ6g)2u^u1QGd3BJjHR%?k+FocwZ5XWtdg$tD_t%<Dgk~(UIA?g76gN%
zwj~1)C=S?!X+sP|$m1gwR*)7Wg)lgBJDORV0RWA}j%KFjHr$SUR5v2rKpH}3q9VRw
zv3<oyr78m;L0DLrzB0BYW@hAK1Ow=Y^uz|%KrBB83+q?JU`BQ-ph#;y18xN%9^H=u
zfipg;UtrZ7SQss=4VeI#IW8s;GZQm21Hi#x<795D?Z{wmLk84$qlmHUPcd^F#v7d&
zf#`Zn#;QzUMiA3&MG*f5iIolkD}z+5tz%(l%SUBrXROB!V&`DdXJKJu&|~8?U;u;l
z^%y|Fhk=U?#0df-k#d3!bZ)ByARPa5eLx0KAq!v!AjJ(Jx$4>J>Ra<si9eMl7B{l6
zvHej$F&86<or>w7=Ko)51@z5-)(Ys*f6TxO@Nmlj5y}mmM1Wnk{LCOQ3j>H1_)}tL
z=4NB(26NDXz}z4ZFVi2KK<5LZ!Z(|9{~OU?IDZkfuvP+w1ivzX>SN(xE(D;90MW4_
z-SMNo8=-%Ac$pwQ^owo&udStRDI@d0+sn)hGN2)R+#(jbb`TsCNs<3Q!{z_FhxK%S
zDr{+IZF(~|^mLi@e_*uO0G$j5G}hDQHh>^$0wY`dUkft<Ba(`r7s$MEQv5eFPsr5v
zN5a$?GLyJX0W1<eDn|yrANYb)Ku`T}X+L_y)R_NA;zo|?-?IKgU)_*^nGJLs(@(#_
zk4XG~^!dLl=wD|EL=NDia)7u(AoV-w&o37jx3il1KTT@D_1_F)U`Rt|3AG3}WQu`U
zL9EQoZ0t9)iwXpy0@#3A_`h=egu!sM);EB}>*Yj*_@f^mVj%Vh5T)0E_y-Nl4uHZC
z-((S+|3hPCXNSCV0Qvl+fr0SdK*)jLX>6<zJc8e8>|n^lso!X<Y+wk=(Qh=MUM^sj
z`h&&>348Jz4LE^31O1%_pa}e>3p)n{;rKT`Fc7)_Pd;X#yg%E^41@^&Q)d<~HXso7
z@8toq5WtV$>Hw~WA*<~lG!Otn@COYr^PhDvvvNVgIQ$_ChJ-))g9eO*KWPBzuR6d0
z($AlKT+BeE=D*4VVj=%YV}ZaQ{a!B%D<mfKZ#3Xq0SG1YI}I40Kt$+2Xk1)>jSXfH
z3lMwx4?Ym<-|Yag{?#8~Huk@44`S!!`fHqmK#*X_kk8Mt%M397*$!q_4hSmNZ+xt*
z|G~~6j=${!;^6qJy&z5q9`<kLfq}5pfA=pJBqaK8e9T~Ap8r9EMC|#C#>NWzQ)gx{
z%irS#%=-6u0X)f{x&S>60kHT(7YMk;Uo=Q0|3CQHIR4@T9Lrzh6qrYUjw==bKj}|C
z78Vf4Uo=*(zihw?%)vj)V`XK9z>55#AF$KmPZ}Wn7auD-1ncW}SuOx+_zxN@8#4s!
z;FizUS{sOfY>mjv3xJ0kI|FzwoWx8D78bU|KqDX*?my6SAZcLpgb1-ZFDnZ>n<z6U
z3x^1sh^UA#tB9}=E4wJ*dRT--gjm>w`2XJ=8jwqT8(VE_+Z)FYAW{LqUKA9fa$<<U
zw1VshKmioGT^@-4T|wBufO%Qif$OuI6$It?mF5@5Kb9JR@pj1~{?BU`3ZN1SWX-#&
z9P*>(Rtp6STVNF<20<zV0!9NDKsLn8Ag-I=H2@9rv*ZVyJ8*IvW%`B#81=*okeVTZ
zb^ti}e@<oe^^CQFh}}Ox*4cptg@cP(15&!Rh2^hw#+yC@GH((PjvK@;0Jk3Kd!TE8
zUL;lk$iFHMao0aJzYX|L{3nnLP}C2#ArY{FlYe5o1Ha(_tZ_&VK>GoYLkt-|H?8<R
zCOI)=&HF(&wzjc_?3B5&kTejI=;nl(jSVQ|7EFkkNyyq*+f+vB4{afZ-`H850ZjZq
z{c!;P5_0^=|2OqN@&8YBW?=ge<X{27ul|94Am#-80Xq=$3k>-ETd;;3AQoWG-S7f2
z{%_@OW&U5^Kly<&*lrIXv^W^D&_ODL91vuQANUr)IS|zU2Jr`=L4+Y#6A&IqMYot3
zH-G~WIUxTxIY0)&%LQN+-Ifh0?^X%OH!FY%1St#Bz@N$kb=;<J>ICv3=l=^%#!vp6
zasc_CazGlQ6GZRZ1HuEWra$TgjKBhP;EfKz_YDrmKl%X6!@r6^gl-6smi#<{h(ekK
z`Gy>~Dnb};4uA$J`bP4n6hslo3B)irl>_IHVj)UH=(ml({e~!eqacvS0iZwt*n&TJ
zAj<zkV*{>ASb&upKzaF5GeEy73s^w_Fv8zxfS0_HhjifW0cpk0P6BlKHGQM~&z}7y
z6Qc012ZZP5fQ*Dc4#;r39U(vY{uv=Rl>rLeHu%qP$W*xLy?;i+ZT_!yL(;eO|M(3U
z2GYpC@@_jB1Ogn^t(U#=A-8V!HW)uJ1wg+!9SHKlFaF~vtO4L&e%s6kod5F*Fc%2o
zdmulXA$}K#)&>SnrS-LMK*?_W_|M>Mkh5DL14#M@;=yf7;>M>5+5ZE3zy)FjSY)&v
zf1n_M!K_@6^Iwq>Ad>&O*4tn17S;e6(m=?qXJT~*c6Qbu&YgjU`JWVUNe=o!0|o*B
z%m{q`aP5FuAS=qPy@V}HEvyx90PlgEo5dQa<R_FM#EOu$6tVz8YKENuvjY9PUi>5a
zvrt7K#NzEjC9DW0{sB7ryVw4w<XahWh|F#M;t-kJB|}^h=*)j}0Eh5z4l6LGf2j9|
zI*{6LixvY)zFlX<fP#T*w;v4x%DvT6448tqE3Ft%>dmSMX*3)0&0+``;Ex)9UEHPh
z%?)jhfH}j(43W9H<461}$lnj?A3uaq5FHcqlh#A=JKlDjun_4er##>jDOGhceB^uQ
zd5P(xiqxZl0mjxhgNeqdE;GY?)9}V;;5wuRzd1{?gW%2&D<lD423dJmkD|W!barNZ
zDDk+w7#wCQ^xIjPK>6CZ*t;`0Joo8s?P5l@7TU}NpU07ek77E@hvAx-EEo4{qqM^0
zYlm=7%KdtR{1fHVmh{@Q!qrA5M7|HRT)h+?JB8;vJx4o^{PvCfL<OxAVHrg;I`!Os
zBg1u_v&b;2R#Jx<gu=;Jt99IoV}80P&UVxJHPgLTN7kh?iL-VI8dUJ$L$2Yhn0Wmc
z!3{)Z2ykpTt&Ick`)MXdn^g)wDn@HG2s3o067tcef}XoPdUAFd<yGReo@SbxDAhDK
zvwpNP!M8=!H$7@xIwurrQL#FG#9)wg=c6w?QjGoJ&iYYJ?bS-{Zov}ha7JhH>+AE;
z8FL$Gx|u6wPAHM&&v>O7zAtcz^7TzO7maNix${X3X-ZL9++Xa<f(=Q=AJRLMXPA}Y
zM4W5;ETNsZ<hs-fSXk6<uM}=>*X{rjyb4gmPu$TT6j=J1l8<=9v%3{tC#;6K6VxfE
zRt9e6k~-5W&4aAaNO)eo$W5Me`!+pydFRT*J>*DfOQv3{&!us<S&};s9!iw<Vtw4Y
zoefqqQQ~@;b5lZvEdRB!hbpg&BXQla2a+9BZ1A>*L*u0Rpb*ZHiMY<|(n`LMCuq}l
zCpsj&?_E{lTW1#FHg?;T?E`~3icSx>i>s~<rp2>df_SkGaLyd_FV0u4-oDL33x9)G
zb1wc=`;^Q53xADR!@!ab>ac~x8)RDn!Cq_B;s&^J7bEnK>&3n%1n)<2BjLzA2WUE9
zJmK*-L>JX8M9stVhsN8}$eC2?oD<u{#c~|Kx&ZB~u{0_7-fM^FYNb6t!Ix>s$Y)kP
zXJMr?f*PkX#p|h<5m%pWA#%R=UH#$!ducsrX8VlzJOO?6toAY?o9Wv5dOSOOv}gM)
zcg-(*a|Tv1)`q3sl+W#W`A89bA$qZzlHC6I`a=qu0=h9&xCFR68`v~<sai*ky=L$Y
z?)inu`1Wxv6)W1P1hOtE?&Ox|&U&!4%5?ACYghyg9Jf`oR{zZOkba~AsVR4yv=&Pk
zR%A1M%l$S^bz2IO(#LUN4Qr)h+!{lslU2oR*TQ&wXMZysY90JT%4+3yCA@cAW=0Ze
zPC5^xa23r(S++%_IDCA+qEujVg&r*$Rz&z<Jbz8It(Ry<r4Tghh$7QXGxjuD*lxTk
zS=SM9cXs9ULTCT@Xk~@Xg8C_jDY0i){FDOJFm3DJ;^yV_n!;vdQuNG2ht-LV_n%~S
zC-dzqHTI5m;n>-b!3C^%YyKEUd$4O{S_Pr=#!m@Gwp!dBe7x!crB(&28~tXlt7<xE
zy^lS<N==QcVDmg(Xo*#(AKhNj8uv5(qU+$(ZXvrmdi+i!hm@rX?EEER^ccC?rMf{a
zDU5`JL@QxN<HW#jLhodbs7gRZ7yY5{V7BxQNlZ9i)zy{dR;{5pH5CB^LBINZgR^62
zQf_NTts;GU)SWb|EOp-Ma65$i;`dVK3mrH}HnS@??T|4?Ei{Ef<t$EO_s{uqL!Ugo
zTUGLuF=~-fRF~#4D?i*w?IjK8{kx;+wa?Vo4npy8KDk<zP9>c^$tos8Z_kt#m^QCX
zxa32JVzEfCKH>v4$&<M9>!KGtYn<L?T;@82`!pG8_>O7M;uPisdOdks^w`V&SMIf=
zx%P#MixYhQgIO=agm;qQ!SOgssW`Pv=EWE_+h@JbNNRr3FnqY&&C|X6CB~maLEvua
z(W7lw_&fJ8$Xa4~?nOx9iua3G85}U=78{X2Z&c-N#DLbotWh)_NOH6qReD-Z=#2Vs
z)BQdf$VYyZt=Z15a^+I29Nnv`S7y|HcZ_Z==Ixa`(kR0B*Et$3C5!S-I!tg*31=lU
z&LN9i0OrDI?c*;N9NFUp++xG@d9OhgY_xuje7QAjzVK_ZatU@gZeI%6=R4Fnp;2u}
z1Rfx)E9o*l=x;cK5tFFmJ}&iRsbO*?DCS9_^Nv*@Q!k5gFFvK5s{hh~yY?K#zJJVz
zf2@^X1=+ZXcerw02*)3<U9ba=&*ki##ijfywEz8zXSs4gF^RS&xb4Mb&lz+CyXvRX
z&v9Gs%UX_UH4PvqAqEOO10qU(UO@I?cncTdH2=&q(^*iUR_Xpk{pa{#-L9dxz0cY(
zo=?`CJKH!ITqdq5SXI?3O>3LR!TWR^$xwsiU)ayJYQ?TvG#3k}x~piMKQ?H&$8w@J
zL7oP-*G<_VSb;kGgfHkhY$ql$zTB7zM}<fTl~SyU(zi4qumqJY!WB+lF}#QlI~j|-
zip%wW9Jd8dvM<c@6W#DD`!_2Cmt+(aocE*l$Wn_G4nx(9QDGbX)@dN;12D*-*r*kB
zBVMJ~dKmV1S5%>OqI6W^g;T+^N2Tu`N52oS48h&|_<5vdu1t(Pw`k>k_UM~$fx+?J
zPwb*v4{h>4IL8xGk1ELy_m>B57(1sb$#KaDjDN_@UVp8?aK!rERqktdbj8O}FyD4U
zH}M*&RN@qRQOkSo(p0b-!%NkV57HCWI=$NU%Au(I-%uMqD1p$8B)_3AfA%tWO)%2I
zO>9s`a^4tI8;Je*;C;H2zqJ7g5^lt(*HczB`969*A>ESaIIO+Gkt|363;lzU9Am=t
z#OKsEWnxa6kaWepp*NCNLFx<VCFd#)hYjg6X?`B>cUu?E6G&Z;AFxv9!EPG?qW`GV
zLaRg4{g3F-Ft5lzqC$@UiXxN!TkR6(5WrLZ^lpfx&TD%j$vy^Ft9O9*a*KNJSdbb5
zB1ABUIdQ2X64fka63OFZ+lM&gmOgu#Eszhkvii1nksCgc#-s|M%o=2srQ|A2P2iMd
z1&5?tF?Yqmj<!ms2N=(5NfuJdGbfpU-WQ4?^Dg0b{0KuL4kvZQ`^Z#UEN0s=gMeQa
z4nJa0muJPuFEm03coShFlxIqNQEwjnh^<05%)YZzyi4C!9&O~c8tGRqgb$tct}R|h
z%qacFPeoV0;t`5O1USn2&@yArfzskd+H7cTya#y=Oa$c_ML%(Zfqz2sjB1~_{z~2C
zI+0I!roRaEvC;wld8fZ9@v-?Ub(4E=T5(6T8Vg~uwF(OXUbI>dVfC-nP41e(139tn
zIPVoqyAPc>wk(QN@t=jh1#m0tA=kv^V#=(feiuoiWrmyiJd#UkHQ<^q`y>*)R4oA$
zXibCB9$-a-ff{Jth0*s{>L#~~<s%%{vI2Q9=Ar^QKGyO(ip0NCH@WXtLr|!@GbM1S
z+A}3Msk<qjaQ>CL$))J`#d{k0<Sj@x_{m#KAQf%-cM8ajd=j_Fk$NwNRy&b8hW0Cv
zBK`Vz3dqHYsk0vZFOBLf{a-daPx`-XO<@vSDs>DgL=DofK#KnB->IA2I@15P=eZ64
zTO}+1TO}nq{!1l?X8#*YroZUE^oGOwsz4EpxvW5e52VNw|4sq9t3w}m-_?@7LDHJb
z4E&U-Hb)Wv=}qCTg6LNu14HKPr*VhebW7tghg?dVubZ`HB9FW+#vHoplRr0qJJJ9K
zv}<X@6V^EI)y-O^x8PF)w-_U4_<lf$RCllUjB%74HMwwi2tyzFJF3cmXSHHLtePo?
zOSPfl3HBpzvoVJNN}D2Aw-{iKOha^9dHMZ}5tuy{YIB+Kt<48V8qd>%n^`w&m&|on
zUY_3MWkDM9xq0tKMd=?Z0_p=Q#sVsuV8FMGI~WH5lMZOTOAatOZ}QfDsNZ{|{s5rI
zpdM;G#2D?V2|!7b_^g1HD7tZ!fC6`r4N(Js<i#Ipq<7(CK`a<7#I{*062V3NLwOU3
z-K?Gh%12Y{`a9I&Nk>XyfW(3&F)T$QC9o{{gT*l{c_YQJEZKuaF)UdlMKC~&j)X+?
ztn*A7PJ|=jhVa92)`k2jdhi?hXV&qqlqc&w#?GF+(k~~>E?n8?GMIoR$~lNXB`c-t
z^1F3BAu$>)j{P}*5<{5w%J7z;+q=?4xLAb}DjB_R$o{6aEL<qsCF}i5<Rv{7JQ2eK
zj0soLvZS>)8QXtnxTuU!$!DQWV9B(~lE)BfTFm*gi=C_!yl|z`S?iErbs%*gNyvMN
zu|dx7bUmYeX;6+*=((k3r#1Qzw3oZHd1UYAT}Z-T+j4@p&lj&{YYoMFy2sHVbCSDT
zeZ~%BBJs$v`1IKI8biwqnJI9)U%bf8)vArYKl+Kx$H%>?M6cC`c?@e;E%xoo3R*bq
z3-GJN$sH&@xx^Q!f6?G;u9VwCpZ%uO|0#%sPv<Q?G$^-rl_M<qed8?ub6dXe;wdf<
zWxrzIl@xe6MfAWLt4ABZFu8Lu^fYvK0et1%|Gaay*$^zaQ;<x(D2i6?R(y))xi6AK
zQa9ws^o+57zZ6c%gX?nsg@CgXQnf8R?LbV457$uJhY=Lp0H$4^4*WB4!w~0P*11I_
z#>2}ezJ?NE#)9$MI8o<d9|BKoYaI$JcIVv8*N>&l&dtAy6Zn6h?P9FU3tsjkfp=~m
zpo3ZpX``$K*&8QG)4bi~j7=Qt&5rU`s)v3Twya>nng7}>O!g?b5jI#8?Bhp7{Efc9
zS+OvglZK>ne3LG2?yH9lg-lrC!SHxSRklv_K&g5ucFqRMgo$V0eBzV@XOw2BYLU+{
zs@Fo~;8#QpNlV(sNKMSdF{41m;|dvds}Gq9j>>lk?k2nQdY&!bx1eMeY#J{8nC-z^
z+p^-twDR?dab;3|;cJbwS{Hhix#erYU>Vd>s(cM@?*?y;)_dYbOU3%rVHKw9P*K6T
z`kV`w;tAyys3jMw{+SiJ=EGO3#=}x8?DePY4b8_;R=9H=l!YZ=CTMt~G)BcCCpr8;
zGFbxjzH-S3m_Tg=s~XN!g~?a=Wy~{3E5cr<L?S$y;tL+#G4D|$HrS2r1d5f!tWFdK
zx-Xl8(w++RUA|wFJ?}G_T}it>M5L{Ge)aS;aXUdZ3tE?h^`qxP_KEb<H&3{5<6V`A
zZ04cxI-mP9tpIP)!wQRC#<?j-e^WevKPI(veyLz2?@e8CgeziZ5ldyV&}#j{M4YaD
zpTCP;NQp!9qbvV*MnwOS6yn+ase?6~4G!Q(x7%8z7|b(AaZRy${dTcwq|NMhqr2$c
zvO=00;m?I9pDhphDTqcpv-)JR2m8Gwz<7`4<xC@j|49Mqf%M(8k4or$Y&h;0vy!&P
zi|w8V`!2DOeN7`(4gAw>!s7*&hq-OpcH1vy&vUE8zAqz7vBYG14l#N2=ttVWH>Zhj
zNJ5QTf^w^+pbjY?VGzZ9f$i|b|1NJ;Um9}I@x#l5VFE?ufhSF64mvv-GKnodYs*$e
zqw!sfeVKITT*RcS_hfRM$GHve6%LRR=UNHp!WqK~(GUco4$^IN-i_RSW7kEK5kXtT
zvl?lQZ;*7L{$-x@G!uO%;zGd-CU{7e-W`1fS)40|YU$n`IkivnXo0q;SpiX4i&e-o
zvV_!}GR`jE-IN+>)a5!@;NZSC$#uV!exmFZ_eg=jfVkE{hO{{f{HWqqA_90)km-YP
zd*iYKV%Q^bDg%r$YU5AJMv;k|)^}$qV!4+VrZ3;{<MKQNPf0TK*Ck5ZGNQa*`f?;J
zG6D+2<3%u4kvG-sJsjmkM!XENf5K#>WGi*wHe6L}=VR{>Dwhs%?MaODD}OWrEsGi4
z^NU$-s8LMeM@DP9_^=xnex9_5N)wqUUgXEo#}o7VItqB4Oo)PWL76epY^F)L$E%?W
znbAaeZE`E2zS4x>q1=5W48(K}ty@yodtv)!Vlxt!iNAdspem%(*5dC3$#LjwY$!gA
z`lz4{yAJ+55`rnP8~^U^VhWFYn6dlDX??i@ywu|^-1`(7ip=PKaSuanKXWl=rUwCU
z4{)#GCzK@vp#X_XVS?s|Ub?bV3clN4#kG~~z4RB#j_*;#Z49d^iIg4Gez)Bb4a6i$
zdthW59g51W%=6G1rDyP9@59h>O3frJdL<Da@wImX9!vf1Rhc`dj~i`RRZO?G$LtKD
zRo2xB-D^qk$VasEqDNHb#*^P>up;d4bqDvM6@P8=-||T?HRIsOi?LI0-abRLcp2Qe
z=EYa2W)9qi+G%*ch$>U{c04nrunAMM9`W)G3(53XcflzQT6281Nk-c4E+eaHEw#=Z
z+!y1fozIz9^%N&MSRF_(wb28=(&|H>zy)m{X$vcUp`drG0HJ=-jh6Mhv_~qgFeP|E
z{0L0?K0Z^cG0)|Melgm%d}7(z@^In!rM3f0c1O_it1(#*fBCX=0|%t`qHv}M3BZjo
z?k{Gaj)gW`?z~tvXylvQO&yXe#5{O`@fn4Nm~-5~q1Iis1uX}qBnF?Rra7sa{z3i9
zvD&yf!&sYj7_JwWUfK?hU(}-tnolA7$*F9w)rX?Yme@P!)?U`fIF=;@JoaoZ8?6hP
zb)68fOvtwDEPUFagl$ky$6#F(WGI%eyn6wPw+(sYU&~b<GI0cI@Oz9nqat&XP%?~f
zKBHveDwHRym{!c`P$L}u1rxplis8$>TCKKB=dIm2<%iLfrj66}+*`W|ZrchY66ZT`
z-XJ}Vi`~+5wxO<VybmT0TLrAi<Ce_>-=ofL5{~vCKBG*8(Tt7IKS{z%Zo1gM*6D0s
z8JtNTUt{Aad{$dqg}wM9<PPDe%A=L<j{GlkT9K8pHgQ5NnQ9znrt^vn(>j{_R(9+r
zig&7nlwz+u&v_ryi=lMNT{q!7APHK!KdN+NnTNw!90<s5ad(ql-@4b<G_z(&4Q*hF
z?9wO@&KY|`(#~%8F@$!T8+XHhML4ZK)*|~7hv%^oHpfI{s%)P)Jq%^N`mSYVCCOH(
zKVwnATY{6BwlsphCj3dsCjrR{b<j*9A&A}sZsqXfwMvglLcX4C4sTwXLHi`by1!mw
zSW2;|Kv<TOQLUK_CeYf2;R$0quph5)KUi#dTl~qwe5_-U5}RR%?U|R}o)->fSSRbV
z7cr$L#VSam-d`l9Oqc!Q^Woh#W6*o1POF>y7TxQi9Z)!mpRo~Mky+vns)fbS(TBYL
zg!Aml>?`ttx8EKV)bXSH>0a5ZW*Z?hFb;_Lb(ueB@9a|xD)-#M;o~%|yGKdPW0x?v
z?Ho^eboKCTYDtv;BLE2P%s(#cB|wabUzVM(T>OeR)70m3!E&=z*nR`Nh2wTQKS3M}
z0CV@EqBfw~BiB6p@&%K-W+snSgdpKT1p5;d7jC!@=ilzYQ&lmo^!9##3J;%`;J~m%
zmWF&8?Il^CaIF3{D>=F<*A*wUOX#7IRfKIY0z=LGBh=ag3j4y^>Cvz3$pQ72mIYNZ
zn);=$o5IrWk#T&cesyjA{ys|O7SeS7cnLp}K8m`&j&ae)ai=+X{M^fu$<F?HmG<}2
z^Y=J)0&6XjWziZP&knbzE7KHwVEc^w*TQYs7LwN-&T)5UdHKu<36sT+^AfVhua8al
zY(gIvt__D*zu0G*3mU$1IoG*^psjPg@WG?X4HlcUi5FGKosA<tq~b-w`8|pwcbu2C
z0)B-3O-fdSTJVKzeFy9c4p&-*eLXv8Fno9gOmO071`ef-VTX-8Tf1Hvl8K4~nqM2v
z84m|BYMF!S(puU-_%)BMXk&{fG%`((Cp&DOjBmo{RK;uxyG5^r<xLsP)_bVHjjz_S
zAdf9Hj1sAr%zrbyv#;LbBPY~$*8x@TAzKixFuecg)Pr$qALZctC%czxL+zuO!O@xs
z{+sA<g75-&uRvRo64@%Jx_$yH5j&OpU(g#Wh#Bw9yB(|ThY8@8VD3)5l8;hA$<bIq
zdm|wBHl+y6M!^_>d`icZ7i%JP7e+72XUThphT`}=>Ok}Z52r~@u;z!W&pqJx^eNV(
z%}#suV_E(&(bYvHT(<Z!2Lst2XH&fckM2V|T+jygBJ?(*vOzUJYgW>D<`>K3T-%(|
zG0(u%G8b`#pzF-zs9XO{<?UuKy&NwBi=jWkDI0Oe{KDFOw-oobxg+s8j!LdnwDN&k
zoIN68#;6D2L)Aosdv>bkgYR^z&(_}NitEqMttQ|)=VbfxJ8M5b*gFbF2#B7VFDyxX
zpVtIG*Gre@ep<KrMjwM=Gp@t>5lZ}pL_|K-_Y4_fKNkAkZj7$**TSbyAEp>1@<UPV
ziG@w+5j7EMXJKv#xSF^^Io}iDTq6#)Bdb3AOeR-7WD_-BlcH4q2%8n_1=q_r2tj!z
zO64}im*f}ZC+%YiZbv!y@)N%><z|zfIXl!O%cq6LjAhqI=4mLuRPGji{yqLhzgC@Q
zJ&Jn2pfWsg_w36%3aV-KQenSyCw1`$tqq8yhZ{(-5<(i<<=ul{74C)-Jw|EDp;TJi
z3FR=Pk0D64qBaZAm`cpQdMeY$p)nWcZ9_Un)ni`Aw9>8dsd+S!Hp0SzM>zDjx(zm6
zmzzuirG46<A$cFnSY<sfJe2p;C3Hfu+V?a{uR+0{hrtAQJ)(R<OtN8`9g(0qbZ%AH
z;-U5iQf~z1vw84?1>ezAWvI~+=`Uu`+n?u#by-FY#Ywae8N1pJ4)%w>E4aaBB|tYS
zkX2bAw(P4|@nP<diVY^;U+y#HBh$qWw1%-Gex|S`h3P`n@Qwo{LRsxXuP^!12zqdY
zSk`~pwHB$Fxty=Ac3ooHg`i#8X_gLlVwQD#z*imvSwfiS<M{WNM}11VoS<iMsBokc
z57h4Ks2{ed(v>dpw!cuMD^32oJ($U&lg0c5_aW`@h`5ViJgug2PSoTJN!LB8eFU%g
z6}O_S4VFi2gNrA^Y44}P5$g}+OcO@i;Z3$9;+M#iAIH2*B-+G2@Wy2ej^3wsQ_}5J
z#`cP6kM*&`BnrbWe*G4nM;9j4Epy$9jT3ji($AQ@^_+XTq}O}gsz#}C3Jx9?#H6Ak
zSV<YVY4y_I<@2hPV4)|NP&(1F_(P>s8x#GLknJ$-7q}|!pAs{_uRM%?acuee!c85N
z+3a&_hNf+F*}q5k#p6v^36Z7O15F=^Zz;wrDL&KIeX6k!9$C~<g}dxJ?(l58#5JI9
zPotylv~W5TFeZ<!A`=xaW&}=+M+O!2ys}RA_$t54SKmbREKS;h<Z6p@&ddACYgjI}
z-*Z*Ck@|)9eT*I5ta<Sho!5<5aoKog542r%_erM4uo|YoDQc_EWM5cC?}eNai{K=<
zKO94EBC1gms0wHE)(lQ}@FobZ;5W@=flYC3L&%7fMzwME2_B*)spsG(pW73aA$b4E
zQ$F6FZ;8N_Y<bj|N0%e*v6`mgictiUdQWM^V}z<tYw}K;#Pnz^D9z9LRL9Wy%TZb*
zQwHG@&ElaBl|K22W5$>GiTb2Gw-2VQ$B_Mm-V$6j6g=mk4SVb!|E`Hg+#2c*|8pOf
zP*t2qRI{$C!Too+k(9ezo7aoF;Ie}dtR(KB;PTe0yGA{n;NwqygS0jHa5|YttcX*H
zdiJPgq30=f_B@Kid0heZUO<Y->h+x#?IiD;y%M(%pKrHK0MFll?wbO3$^CeQ4LltO
z_HuHt15dI4d8W+@W@UrySNJa;YH!t}2r4O`30x)Gtj<1)eT0L4=e{;N1-91yj4A;(
z@Y0cxmm~^0mMe_!9V`j>@z1Js;})CI)hiV%H3hHym)@zVsU?^*WsN?s$TDE6FdmDK
zqWE^5$O7{?Zf>LY%Jh1s|H!G&rr)WL3pi~0>;2-YG04&ZOiw3;tS^q<7})5tt}{^S
z{@r*AV!?HbJv<iV$K7zGSBEH=RMNQ;=igvjHG4^>aP3+mb6Y}DdlE&yERvYG?5@$|
zlC3&)jXxE@$ZrppNn-xMO~2-z9%>lyahOVa{jJ_6+qXia9-o8H0WBR_njdj^@wZpM
z)@eQOt~w0JTXhv1aUqrO<YQSi#Af`UJ{mD$Mi(%V&GKaCcuxF!QLA+)k7P)}5W6q=
z`cryvIS}OXddh23t?dn#<Q*d>g6&Czes$JYlRVvoI(Wz;(MxrS-;w0dkR*tuxFkOp
zb1`wyts2SGn(EStUORQ(+cw+w{#MVq8_qFTZ)uxcf_nU^;S}4(Mgu9w@5G@snTM*K
zqwuA{n9L#zKUu}75SB8Bz$<O-HRvGhBLTr`H=(hMFW}{Uq<~9?VCo`aZK2}n={I9d
z4R_M(2BOp__K&ROFlsT`V^fI14^0xvpSbLuTOi0@eI8M%3Rr7)DA*(&a#KIyv;X=v
zsMJiaWS&)U1BsXo)f`8z#mx5WSEOZj6WaY2(6c2~7HZ$B&+~d2gpt1Q^4FdT%BvJ9
zzkesGk#{TxW9F87fY`f`Mj4gB2J;YvpTRiGS7upN1|>nj@kJK3<Q3}C(-!ivY0lVD
zZhxnG&9dZFeo8SZxLykkqBSy_Yj1-A2TzMMsZ4^YOH`b|_3d5STHJw(f%=e=c(Kjv
z2s2%JG7o9K)3u80_XOOwYXfP*eyBi#)ywR7r)G@ZRV&Br+QoDfAcwv}5S!JY3=cW9
zQ@r8%$qXbG8;Qn{$#jER=i<g<HPgfp<PY^r7S$6qa_<mu7m!R`7aWi&*<CQ9=LJKG
zhlqCc-$A627F5P+-$%yEb=R8}){3puBaNth4NcwT@)nu~{fo4LC6ZcGz8);vJKk8Y
zCNnH#Lg*{DHwyP0=@4PjGF0aCn;X+D5n;ko$L8P8Kg>Z96%0*h51&@Rax7cg&S7vw
z7IkTSuiCXeg324J(>xtPz)N_6v>|9UPms&!2z|P0OVH-+kd8W^M02MuXeq!p>4euV
zQ+9rad{<VZ$>k}jqud7EEYbywRQk?*eJ;Es(Z)KTxEsZ;czx5kqQ%~wk&bf<T<Y({
z8%XZ;OI;&q7Y|2>TtO&MM2}(WQ{H*Qy++I2Z1$69KDFGFqkiLlhu;g%JM2BlY^f~_
zSCjbQ(>*+6oKvH&jseTP;z(%zP%&qLto?U#sd!CPL)3ecwizeLGSRMxA#ie;;Mrl;
zsP@;{lJ1xx@N(G*vtiWUlwLf|a>Ko>2nVe3(ELdX&4v>0NHRxPLCiELyg}yB{czXe
z1`2SFs9eo9>jryjti3LQ22Ya3hnv3{`<}qW3&(}8O7Vx4G_5MKA3Pk8-h=K!qUkv2
z$ChWT3NrA1_+%%Gch_ZNY}Gqv2!D@x&%v0a7gkH;TXT=`9mh9IQA$wmbl6@@S){v?
z&q=HO0-N(XQ5qtp>UIa1a<N?FmMZ1rPVO>fznQNbCf&nULUo5%b_`QwQ}((JG#BlY
z+FP`xVt{K5iuRn7QJ&9h3L7jmra3h^qd2`DVBVd!4O?nVn{FB(*q(39#HOx)cwtr(
zwgaX0WOO#eR^SrRl_3A_b<)!2I^!Pvn)x0|8REss{PlbI_3?R+)X{mob&n>ZbeB4d
zLCUj`lY5tM$2={v=De;Y4;XBjPE*$T_wsE8PPNGA#5S9VvgTfo4><2_&s!)k@If_r
zvwMyYde3sK-9Pg_0c}TK6qenuOD2T&h-81g`|bifh1`&EwR8#3C#&9+5`H0h#&SwH
zg?NQ^3438Y1$Twax8;^}tblS_S~hcz%SZKnF6Y68)6`eDsAGA8Q+MaP7rSMc7qDk^
zr$I_+R~USVS0zjEMh{Qv%J43T`F8k3{F=~)@(%BwzB(j7-7M=kN4yk1XgOp(#XCek
zO(=VK;lE@tSPHatwJB_9t`2_9tSfAgf49dr@z^^hwb8qg?7O7%oeK@;`xku92p4YL
z^KJqB;TKr-&{re`hYb?f>B93wlJ4=EumZw`E?TK!>qPU06xTke-X2mGp4SPpcLk`v
z8y-fV?Aj(@AzX10z+OYU3b;vHcx$EV&T9=??G;iqO6)qG$ipPvJsGN<KZ|!i8b6e~
z>KQ-uaNA|O9C7%#p50KM<*`Tb>g;^(`S9F1;j6Q*EVh|Z9T|^Rp0PuRrTDA9%CSRC
zYZ-w-QyBr0@t?`7e74Kj7sFv)Y?l)rU*oUZ*`5z;jgH&8$y^tz4_{BG3}3s9AMQHK
zjzegT7x7mY*Jxw5p8}tZ8LwDk(jY!^^~eIB4%4|=n$@^k_3*ZMEQE=1+g_|TH#UCQ
z-%#5xg<<j2dWHGZ-4(FYzrE9YqVj>Men?o~^NXe%5<}ja3mt)g{Do)z=<>pgjxd-?
z5zXI3KFYsd7^b~W-Z<aN|9s_8>H%{$E7jov8@XHfVK@KEW_~Q^m6_L1Z#ODt8C*R%
zD|O^ix+{eiHK7ixNm;88tTj4`s07zm|JH*RT0KVj)3?4bo7j3#TzRmYi+iFHbN=$f
zeU<9^vj@*r22WJD-O~q7RL1XqF=+fv!l$hA-3RtdCe$m7<I9v2m9y)G)J3X5qCLCO
zp0?^xB6z}~tLF)+KRo@~fK~Y*Es4Zd{)Nkj_WIE%LR#<T;|+BqHPJcs_0xa__^o{U
zXZ?XG1de$=zc*-;k$vAI^!!9g?7A?k;PC0A$5^&;ThT6bm)oO&Zl`x#@_H^&ggU~!
zhiZDt*@bRbjYSi(5<}`oAt7^XEZ>Le_>?M0OEf5Jm))Ouw8V#|P`fwD-SI9=#unhA
ze#=)_j_`9`dWL6q{^o7h$Z6gs)OEJpGv}P(a3T#zXT4a5SLe2UA$;Lkn5W6uXLrF#
zZFa8lTYpWVAX-#ZA|CGMGoCank&!NmKbw2pLwkldW_uyB4|A*%6J$dmfa+`SUGQ6#
z_TuEQcUiBVcW+&%DX(Fhlu?+t0j=~{9G@%7x-qL_Q&FB_TR$pX?c#4{z0dJ6WJ3M>
ziITxJTK-i`z4EDkiTXbs_lt2z%qM;`PR8Pz5hAjwtJ9mdYq3DUJnb0e)zbEWs?&LP
z5LGoxF`SM*o=ysFbDsTH;ULAR?1LwZ3DjN}jq!n1k3$^O*Lw6SKU!B;mTeB~V>Y2V
z_DW6P=xP!(@_T2V81L(qvo{2gPF(jk<j{?*Q47@EjI%k-{F_$BN7>&DgR-6B-wh<m
zg@A=Ma{4M4{W@Xr#<tv;Z9sqOWB(inbmz(}3#;%9G^@YsYoTd~h-&USZJTrbOcDGn
zXD}qE1!AM>p&pR!T9xnVokBHZ4@g^^CoE=vvyyIjE#0JPh()^5^7UxsB_f+Mx`qSL
zFUp74k0d(eumtAW=m>5G5e|Iy?}Ml%hDtt9CB#Am>EzmE1DK4L%Rk0KjLVZ+R04rJ
z7oOuE$u;@t-0eXqTJHHWw^v1LRZ}>n22kbZGpAx@>{nX54%LrCw9qLajg9K5&(!b>
zO@T6<(<)ybEnP75^8~;8-BOC|C|Umg?HuW%({9EmbR#$<KWzMKbJtxU%_Xty&ibu?
z+RM)FV_}b;t~9D%tJ6AbrM2UH9~`Y5DCu6F9V!s+kb@GK&-NVGf+$@io%g##SmG7%
zP0zrayLh<j@uba@ZY1_G>jm>9Fl}}iwgJa@ci`+ikGmlLzJP$LP4cg@7XrZJBqN;z
z*GGNC#U{*82?I_PCc-n`CQT_m+z?$fB3%v-VmCr9jFDJzxH4!sNwUCaX)M^U^mqgc
ziAQ|2Dsqv4_(^1xO8sL4>lUK!hST@{S#u*R_9H};3$4_PDwFH}x@{bOHoF|%&Ur0z
zEdir>&nvg{L)nedQt=aW4a{2G9b1jZ9jN=;i(AFu?euA}@_^ub76fCotgR35^~z&m
zV5G%l*r*fb$M5fxv23#;#IgDMoXTg^1bjQC*VAL`>HJts_Db(b60S>@QfcLgt)R^q
z2P*-;jCcfP>0|^=wfeJje@B<zAe#MS=as}r)bD+fr^qh7#x!9O2edTmBpq#OUTz|K
znt}Dc`cvW~!Sua(gm2@#Rw@!;{5sJ3QMSgSD&XTu;z>qDS|6Gl-uI5fa%}Y%n&yi8
z2>L)t%damYlW>ZqEfg|jC88qR+bX$ErZCmsrf<9Xyv4UaxW6FnRGY0iK;eyVk2!#`
z&L%b)!lxDN>#jdHYbSTq?Tn{yNcr4)!KNfDbDUc3QF>Uo$YFv4ro21z!4M5D8bPwV
z%eSElsU!bR*ILf}f`%E*Qf&q2Z$q5TEX)IN8wa6eEP3MTn^Bevu{8FF?G`-}h1!*A
zPik=jaH1?+tM|!7WLNNAWCSmYPU|+f;$q`-HgMzXs0-L>yZ3WWa706jo@Hlsbc`Y!
z<E6Zf!l>s9{y@bvHQ26gF<kOqeSEtDJw>+?9`+nIsJuFST8WY(m+?I~B7wKZM|7Wq
zl-Oj8WxI%+k5CtvSak>LLoyeXi6ESCemwqX33r*Mz0W4o#BZ54#&ZbF_K!FE@7+iD
zILnCUQoF*>&)8<cNcWG(dMfOc@ggEtbvQHV-u*?(&orj^^!?}do6n#3FD@dP*^^rm
z$@o~5GQ%Bto-Z!6-o5@XD>TWOyDu$uk~B?IYsSFkOl~l;CoNx+UHtw?Nq)hY-uOfE
zqcDkrh==x@xQdU58(*qB=G}MlHc>sr4zzJw*3D`Si(8Ve49n>|JhzuN31ZRu?wQ5h
zs5ETiSThuTPBE+UHuGM$u}t>@`HX_@n!iUp@<yU_27)||O{|+<2!l;znBm>_Hn)DM
zquJ8*XlX{}ZwYEF)Wyr+j~M#YV-0gvUKWwO4wJM~c?MrWEu8b6yKXRrc!7qEuaCdZ
zH*2AL%irT@mJjBxep$X%lYYw^=!O26WdXCai7_TaC{pfPJA!~W1vSokb#8ig26ig-
z;}HZFm2J-ix>Hu<o;?ihG(}Ey-Yw87&wo_S4Aao9>uo7-iCe*!oF7{@)2t$Gl_g-(
zlJrv4#F@d+)p4aLc$?s9^i>W)Q0?bs(r0>sn6;c~U}W!)%aplu$MW!R#iMcce0fvU
z`XyH4aKGX7eq3$fRo5jHPi~G`4R?ap33-$pKg;X9L=iU_vL-L3%)Kq)AIw*zzAoJ%
z_+tG<!UW^7{4#f@#`aNhs56DTxY6eO`Lr1<p0h2IYJxhbL(rOJ_-k`{op1{nE$9PJ
zLO4DIZm3TzcdMw&y%7b`JVOI8GLtYgUWJvT)XN%s*O-BPUs8DS!#N2dwt1aE$w19O
z*WevONkll4W<!<TJtSZINN+`bzdX;S<=B5pt4psV(Mj@vwa0<mtcG{SO3{~zfTJrW
z>&u!V-jd?xXh+P9TP#z3K^_yzcI?u9<5V`|{sBu0d~amGuW#mqcQaqMQ%AE?=jXz;
zV)v#jK7H(9D<R=LFWDw2{S~oA_wh%EuumrWB$C1~)iEB@X;?k|d&3PF?#|**C5B*x
z#lK<RH1Lz$JZE3nFowJIDZcBywL1e5sWC!C-mLD(9n+kl2N_tOuO;~eg#{};38DB9
z&T#aWuJ2avSGJy!SBLv~a(W<rX%Bm;D&FM%Jt2H{$>LL)aQP)XB_HjZRzi1@iVQ7(
zqs@npTOu~TH%~DE@%1o3!~QuPk;kmD&UD+ac#Z?}pOL<b_@=x0orh;Dpcv2hc&ShU
zMS|C;Auw5sg2#xI8dK@s5OF=~y4``N%4>E{6G4AwOT5m$6K_qZdRaap)B%z30HPdG
zj-!j^DIe`(;g;`DE-bL_gf(`i#H=G-aK&9E3D6C@N$7^}toDz#w+=mJ=|-?Kl`xZV
zNqw;_x4njryGeliDaB`3r`g5R*OSuI{LT!@&}l@So0+UBHLg?eal*a$a$Bjagf$^d
zu9a493|}&+Z7&MsGg$H>_$@SYOYu+f=a#gppEUAF5Tc7rDae~Ky7Pz;qCtgN?_MHs
z*#OD;I#?iysX+32^xKigwxx#YHG)l?n-Pe~JEnU+li4vh7`aXw|1eW%!rsFyhH-D=
zxwy_MV{x*^=h6fxN|t`_&k;SmL2=oEPVeFj;l7bG%dviI1%-J#5$eLsBcj=ilyefS
z`RgTLe*X4wg~lNH?#g;6FF|Za-x<$_(~IqpdVS`{lsvwHL8$9YaJokbD^`0(_&WTk
zuRcZ0GkMn?e7-~B;*w&Wfb+IuZcyKUx9&Xky;oYsDND{Na@N;J&UkuFclo?Q&Tt{T
z-f&*cet?y>@3<i!c(EE)`h9hHLWn#I!+O^i$p~RhH=MHfJ5FnElf^>IP!XYf29-a{
z6>{h?=YnHmMiRqRv=LtB7lK|d-3cEY3*=q7uM2G6X(U<U&IU8ztB->E^RYmzo^x%x
zS@yC1%2$UwQ%uusW2G*yFbRVQrs6N7b&&nJ*~2kZ#oxo^s3xCe8bwH)KV`jU8G1jp
z#;Sx=AhU*B8w4BhoJY4YnE#OrZB4T91@T$&gvZ1t%18ENwxtUv!>znQht{1<d5gz=
zJ3h|7dNCRw_;LA&kD1OhO|TKi#@ZPlboEWBXIS_r;V~dtyTP&qTCLm*O-h^(CU|qK
zkY1`w&}L*~xD~$ksJM$izahP^Zz35)GDv0rx;QCAKYJfs(wuv_sg|6PXB7gT;cTAh
zkJZ~U31(@>oqjZp+ajGtnLyL22ZoK8rtH-NSz*R~+Nkfq576<$&6*TRe{`2aVzM3f
zVS-xm8W=NsP-$4|QA>yPqxSZZtvE^Dl5Mut?AGy8LEikF{T5Z3H5}Xs?vDn73$e}_
z4%RZ)tzfqH0FG=6!>t13rLjHiswdf5<1B@pHTn4y4|%16-+Zw*RDWw<v)vbr9Ei+B
zfWbv>YuVZKmL^6!&OO-?;Vr|GJ=?2xY01LLA;t_!$$PW*k91A0#7*%D^;1ep$rOMu
ze{!-*d415iZL8kfLS)&lP8`Mlq4$K7lT-u3t*)d;(p6w2zLEqTSLau5&IIyA&IBUR
z^`1~0)JNQKcP02>FrBA^c!DJ+XVbh#0*VxiM`%KeIL0UE?sF6HNF`aKZO3q*x9~mA
zHYidG2=$ecE>qH$$6`=USBq4VtbIS!QfU4E0cSv%zekhG9kM5dUDAp6=~$07>R69K
zC-M6tcUWQ~+i`uy%xPlNl^H)G7nE7^tJ1v48c(*}zI|qfe>awpnLRU4q*=K&8S%L(
zH8bN=?Ax!OcA4U7qWJpwl<hQaL~8o>X^z~K+Up(HkBHAo$=Gqj#6JC7^mRv5UwtNC
zrm=~lu|A@&8~R_SxW6dALG;yM^wnSVb%Wyu*%!$epP0VgM8h)hj4#t2+#HB_&1@T&
zF)Z9xI9LYn^>LAl+wQ{C%4RZS%VWXz*$NUx-G+7>DvEGTiJ~B}v-TH7F1|jl?Jl<2
zUt~jeNc=ELbe9yDP~?dG6yLvM09o!5;cy>MEdDN_Yy>vRDaCH0F*RMLjHwxdr`hdB
zBXTpvkZJ}s=9$eS@NDnP?2gPqB2!VC6h&UL$O{PYD}H<aOZ@3@aTR#@V>_55hPkOY
zL#c@wlghCar24loyYMU}ZV$y77+^6=WW|kb_{~mCB;PrSF*lOC#4q`M;r6G#ny6CT
z=#nM~XC*dy%#8*~-9>FcQR*M5jUhq2_tyJ9=mU{9<a<95<s#)DVxg<|6VYb+3(Kd!
z(3A8uJBwNmV<S*U;t?o?)=?$hL$~9$=0wgNG#Q7A{Cij%ZyoiZ-{Z#idwLPNH_>9+
zMd2*cdy1COZOS3kx{a*Vo`%vyDxf>rSZ@hUqqhyer2aIP7EmGcc+<Uic~^Tk(nIv9
z^1SyVnJJ29;&{<}Mm_9(i@Kr4Z|FXHo2?FbgdFI_1I^!&i`FXB4a_^+djS^2Q5kG7
z&^UUL?cs@NJ(u2Rk*rb~j#mEQt?}-KRy0kgJX%Y;SYLJnk5i|4$9Z3*aP+Ydt=>nq
zv=c`?Jx*^ji+a|((R-HKP*=JU<Ef*U*dC?fVpYQscua+tI@3Uu6wnj&H#)%L*;Bkg
zwWvv|LoN5dN@3KCro!4kqUL+-bG{hI66HC=NbfKTf?s|uyiL#2aTdjTun8=Ucjg6r
zz2YJhdhCTGhw|a?d(rw)gwalJ;V&zHF#Or@mDaA|m^TPBl0f&<@8~IJ#YpX}m@Q?m
zvv>G#eha^!pHS{G{K;_8n1xZ#p!sws{h2;zp=<z~#BOGJtdiZ%e$DP<FR}yd13r|e
z^11wDB~K|*9ybibF~v}9_@%mB{gw7XLwdvBhF2Os_a=Fl(<H=06|Daat;fh7rI+aq
z9B<PJrZO`N!eM7|Y$~h3v6$V-9%P%@pI9AwIlxY^Q@AC4#=hdX({hcs#lw$y1d8V_
zJYn9$*YTHe9N-`EFO>+Ty^^T(Rg#qqr2tmluB^iGh;rNzWq8@(g`bnuHR=QEX7$hN
z)9P8xVqA)Q{0m?I;bNDIM;oYNMZ=ng+J-vsacYe@#N7iMu4GuBg<}rpdkrG)VLHSt
z@Ld$^!UnUk@XRf24l7~{;mKueEqh4XzK!jMm;S*%hRs$UEp6`3`|@FY0*)Cxmlxq-
zY&Earuk#CvQ86pQN^7Nya)UBm$yMCSB4v$Iqr9N}Q#qlWSH8yKH3S-B4ebpHhD5^+
zhFc6JhV_Q`4ezVd)W56mYJu8(ZMjyjeS)W&!N!TkNyh2MyNx@IubMIuozKuC^w;Kp
zBWA~xDrJQ72;Ied8`@wC^Ah6u7Rph^aYQQL%vSJQSsm}7F4V5)*R%0-){p>SKgS>7
z=lS)@I5vh&p*g&luQe^qumwr7;Tbw@*p0Ehgq9a-7PgpwtXZfQ&qxE&=d(&rL!$C`
zdQ*9u84bUuBZfd0!A|o(DiaX}j~fQ7=@h4|qisqNyOkc{BZvaOGOa`$k7rx3E~K&~
z_J!ibWAJ!HQGewf`X$Zfhv_t~;}!H<mSdPrcTsOvN$=ApTos+w1zH!aHQUGY4b{9A
zt0Qjs6Gk_Xbzq7bM$6cAWv%uxe}hWsWkVnxRkp(Vm-#kjoZ+lGndRXMxRsVuk++H#
zsp*D;Y&Iz@jXD~RVRfrik_>T3mta+yhBa*`uI^n}2Zk!+kQ0f>8H>1>iWOolj(f3A
z7!X1ExW;e7D)ti9X{o%PW~)IAs}7Oj?+ug5>D@&4d1uoC?`rCX_271IC0g7}@6z40
zncdb<L50{#zJY6dtU8jvtd8_{<JJ5PK83GoIlu6BM;1vR;@F0h!RljFZTJUGp&{Ot
z-q#S_ov^~*N7;B_J&94CK@X#pJ=D8lJm2mesT5+oZ__02AHA_Gkn+6qXaen~hm0y^
z851$bHS8e9TS2*eve&KTHsr$(cf$(~c&h~K&mDLgmJ6OLJ}xm5#f8L$bOghbGktAW
z_I&M7=_|4u_K44dW+*#&8SXMF*71@@aohP~NBfR_)Ozn1j`j(i`<S&rbd3Fos%qvl
z0Vb28a59>b1A_xR0XzVAUq@?eaG!vqOfe*L=CFqJVQnl$e~e5VZ#$QmJnmw$?PB8e
z<crBPB-w`JVlo&D2^~04P_LdWF|n1>w|8r$x8$pmUhMYIUN81kcCd)EXB$rWxOl{`
zY?#C|)k9>XT!*C-?_}cvfi^~=0rjl+j=%>LhO~|zP-X<xd(YO{Y<wz&FY1DWrEs#&
zYL&uAj^MyRJ~cQfHi!pp4gKB9$VA)u>Eh;m@%(Aq`O`3SNHWZt-YT9#`dpWQqjz{j
zcxxNKSOr_#|Khsxs@=|UFE>nL$Jp`RkFKe99{lR!n`at6Z7{(~hcc7D1}h_Jxns1M
znFHIhwt<Gg083D?EySpq8IKg7`54Kdm?A>0Mx&;RPl4ozKvs)6%wSYZEKpO;L^gXE
z3wu(-yga1Uv)?$Z>O<rRY1N0?v?*NabMLrw7f-_Ai_?<__DBwm7>IvxtxQGIt0zrw
z)jvD}L(q)<`bTKS@CakVb(-<Ie*F_1-5(g$iv3y%n|)jNCFQ>;SU70H=mDkfq$<N-
z?i$efk(8Og>C^SDE<t@)Or5ae&e2ov?%qbs!rKU$uhcyhNN+k)0xcHHu&E?@V364i
zS@J-W)e2d1MMT70!xDZszt3dYYG47Rsay$AnT50cfg}PbFfP7NPh#TllGyOcxr6Yb
zBScIdMO!T3L1O-pd)Cn=I9QuXHj71Ys}(%TqB;<Rs%R@nw52jT?&(}@W8TG**=;1e
zb#i)9BBt8^B!&|an>1vIaG8k1=`=l&`3mFWLp06Uw_m^hz4=#lLl33?_Cyc2p<-}l
z?6w>B-vTS|#i|>OYsRKTI4q_vW{i_dzMYFd)ILfk?|Fw=*lh~3hVZGp-g~A_2r%)C
zqmz&<p`us~wkQF_xGBIKM5X{9Xx7B&%{DPwbG`S%PN8MCVc_pI`o$O15Wbc%O+8@o
zi;`h9d-m849M~f!KQU2WT#3|nyC#fs#2W2pvo=+eT#?)$xhlD--utN|UP#;`H8kO2
z9wc~xMesn$jlu%qc9U2lVuh4|$+QQC_6e3uwJ5}b%w#e#9w-JbT9blo<T0K`q1e2q
zIjkf*BH0l&HcL#5<y?<*FkM`W$-co%_l>66(|B9Q65_$8Fy7W=D77rNJP%h|ZnWGO
ztaLVXv~~?jS8g_xS{DZ0ZZ(;?Y8q(m7c_y7QBsT!(>Uv}pul_ieaaf+8q;Rwk47z&
z2L}c9RC$=Ha+Aes?Wvj|nk<upCo>1*+++#}G@Gr~pdg!=r_4}KC=cDmH<Ok1s#Wc#
zde+MkZV3nsl<^-ZuL!%tvII-OE(|z`nW4q&kpzn%KVK)WmU>^9K(YrH+L*1Lr~TEg
zW~v@lQS15U9U<3eL?*Veotu7cdUE8&#KdIV>8Lig(>RN2c6xF;MGhH~ESJ~DBg%IA
z^zCZ*#M^J(dwcgtkzg?xQ)9-)DFz#-$I0UT3Q_txaqsH`1`NnxV`?lY>x8mL$?E-L
zdr+Xrm76E4_tl+o1B1H84Ybxn>_0FlslOB->4w~H1AUW{;VPO=Mbp{z3~Zwkd*f~s
z9?`EqiwlVl!IO5#y}0e)+%vpQUp%m>k2Rz{+>oyB`s&kPkD7SD^7Vz0hQEK+*Kq7B
zySO8*$Nl&st}ZK9(X)=2+>p6pe2i^O*v+<^!whCi3}%WVB4aq?WD2eKHq;3ZLikiV
z6~Y%g#mW<!U=scf5wa;zTq-7;KhV!Px`~)GMcJbm{zXMvxoE>GS1)Uz1vRX8xgOd5
z7v1^Bi|%}#e<8ZyyTJW1jPp8w7@u_n$~d0h=K5)o%~qUb%vfUbcw5nQnKkaTh-A#$
z#pF<|-WQX7YY-fl6cNK)hw-?$5Xk-d_Q5?UK5jklyn5Wc)fs0R_BE_v6}#6@AKPnL
z!yW3bpwQf%^B-%tcyX)3RxX+L%hp!m!;#((l(*r-5NgMsbW{d%gSDfzk2S@r_6_SB
zeG^X&oE$bKdN$8da|33EWk&CbeN}y})j!+3+v?r0k0buo=G}J3V!g59v9XC!$>GUS
zW1<RUSH&8;^A6VT;e&Wz>li-5Ix_6W=$iu5th24}YVU_%VCRBtthEwkwgpq$XtObd
z0$WEb=1AX#J#4BF{wmxY*;`x!pZ--|0v$tw8x<g&lXDp?mZIxKad1bQ?LY{#g*ZYo
zLp&jdSclonr^Y(O9E605xd{=oDQ^@ZT2K&pq%0FHn8nP51leqwIQK0-A&tw75FDAJ
zw-9%zyi<kB`&g)qfzS>{n>aJtM9GuJmyK^5y+%W<afoq(Q8C5{D~yq1{*5uBKckES
zqeZlAjFQV_o0vWmeRt``8;)<vFE;yo!1N+q!btImlzdV|!)dH|pb+tJB<|i!TvKs<
zwfOc434Qy7_UoM#9ud+zgoTComXQ(PUQ-6-?p^X)$(&bznYpINj*IrKC8ZB-u2}f{
z<?B~|^@j(TQax!X54tdthrY1?spsB&VXwH0--Zx*&M+9!anv!cM=NGCuy{is!*FaN
zXBpfEEg-}cU<$Cd3JI_ho=42lnvrP~7|>~ziJ98lTd`KWeTZ~ah;&_ubX`bCCU57q
z-u?QV6@Qeq(*Zh$XHMbs#+#QTM9dNy<h7#-Kgv6qm?RQY87}YczFUGxUPt3YZ`j-H
zI+C|;;lz`+>E~Q{{24OjbO@d%2M&}^m1Ns@dyri1rn?xfrrxdl!E1Qzfvb#K>yX<X
z9GpMo<{5*B4ZD6uSd1az_eG-y{qedRhGe=fzDmry3s3Hw*&#ePM?OxRe~f$czu>I1
z+f~-XhR#moDvj$K$2K>FvNNnB9`9uxweA02M{RrI0X6GV9Y)_(=iN*FP{S@Z@=_hs
z_o!o{&v%)c)v<k#IyU-vm(5p4{6M1d$Zv7%W?fqx5C6DBnIR7GXUFezsKHk_*6D|S
z=!bsj#}7DmUX|m3e(1+f@c2+OXfgVsANrvm`k^2Cp&$C8ANrvm`k^2Cp&$D3-+cIf
z0zy&p=O7j-hf$a}k9w2hJtDu5H;6w$jV}+FBe^1L1<Eraa|)slsqu{sGw21sY-pw<
zzC(P$FKZOUy7*-yWjE=Vs3%(T$pKW&2KZ$w-@=}5dT&5q!#uytNHzT4FLN>)j{9YW
zdKeD+WkWL^l`Mu+epw@<%KWmCdNt{oDAG{umjh^oYVylgHdP%b-auhcgr~FzrL01>
zX|+<;Wd74qHp={$q->J%Q7H%bedv>YKJ>{xANpjU4}G$snU2qgKH29(pX~FYPxkrH
zC;NQplYKrEa$qz2&C<3rQnob950Y|&lx@N`qp!_YkVB2pQVwgT-&(fglf#?kw~=+b
zOS!Go@wM5mnNDmoxr5YCmU0&<kCt*bDW?nB)XaWUv%W0N@-2;H`4ibG2_6yOFt<}G
z<xwuuaa2GHKyF$@g)(P2&RmcM&q98_)aZ_qp)?PNohBo1HtM^nSf1q~&4qR;cn&m&
zLe58Bp_?ytvOsRxUJi8TBX!YS<Q34YA7#roH3zlmQ&=>cN+64V22q-{uGnAOPJPir
zFL=UEozPM~%|vMd%7ry<>fEfYaj@;%R;4ycDblVoXfHsIcA9_|X2}*sX*X$00U|PA
z_B&pd<RM2`R!m)yH&KquB}?+9pQeD9KtIQCwH>w&qyd<_4Ad;ax$xg2q$Set!n1jP
zKhKi3x@BGgc#h03l>IG|^B~%_BgZ9e5}Gspb#ndZS+b=<+53EGxn-HCl`Y$F`)6yO
zf1C@Ntnk%nw8Pa*w@`XG2Nutiefa!QChZm;x%?P>=R$WTdMlA0$&r!xO;3m#^Q6=X
z`kj%AD9iTSefhQ*{2#`Csr8(uxp&Fypm8o6WA$<)Xzcylc3t0WjylP2OLX>oc7D@U
zAlmnhH3vCma^wZ_%DPe{WVM*}Tsb=he(oEUPcFe(q2zXHZD~_9``Qtj^Pq9180!8f
zds5F{z3i!Zx%P1d3kuwe3Ulql3tWW-t}J(c!GiAgq4Vb1C+E-3a~Inu=N9L>N^^6%
z4|U~d&9mnh+q3L$S5{8${4Cd8d%>*lZly7Ekgw+C+}S1bvRs4Ga$UtJw)gGctEauw
zxcr%}g5rW%?#@zcTxwHOse+}rvdZ!o%(hRMH7kE+uDzRmazS?f0{i&<nRx~CvWmOf
zCuX@_`7`sg>{GHz7UZC5d#`~5k}?WP?DMl0*-MIZ?e09-JgZ=V+wLx~=j0a`&O<@g
zf*gCHD<7FNQId-^tJq$c>zbeMcIW2UvlpRSu6-W*Tp*f2foQ`ea|>MsIVCgQcGyvt
z2Sb|mfHZ%>%y}g_@Rz;Oh=K+47TG)Hcedxw&qmwLv=>~lcd4EuM(@fk7NZniz0`rI
z-qhChazvf-(Th8GzL)}6K6=e5C|fYEAS<V(6S90m&vn@`q5^aUUg9n+aoclpONE=E
zlb1WMu%(B(V|^@;*PU2-7a+pL%DISH5mj?=eoC&wjpb7iXTB>%ToF0ST4lTPxbh_E
zQDv91wOLzPa;0iKKQ7zOZP8b5i`Ha&h8ROH!x+O2hF^dWgmxCL1aXb|?gV+PhW#Fo
zW8%secMF$Xu|*sH7fX4sqwo5^%M}t&K_SGvUf)~1#_=cH^MQs0BFCHRE}Ywa0o@2M
zKtsF@Lnn`&+_R_ub+Y0~%!1@B`vR>^#6#aoV*E~iA1Qn-Ukmwuem~@Od>!Q9@%4}&
z;AbI!!oPt0r2-3-P$iTUrIj)g@(s!u$YYhoke4V+h$|lD9OTcGuOVMl8X$YcFLw+i
zo(c_agBx;*VG-nVLpkIM!>=K)HvA9ddkptL{*B=`kk_b5#MItuA5zr5YJbQB)axN9
zYbnIE5gPi{#%kjrkJqL^P8DC@*3z__Ag62TkTbNKAy3oXkV~`@$fa5t<b~R8#I@zx
z?T}Y!cR;Q-ZX{-W$oLQ`#!bdYAn!B{C2ksKswBm9s|lksEitWw{5#Vb$RC@|LH;ZN
zy#!<gl#vp!(2S>1bD-HuiaE&K336vMb^zu+=08H-Y<?JWjrl3aPn-8be%AbV$S;^*
zByN7mjAv@|hvw7BKV$wk<a6fpkUuwn4*3f+Ja7Ked;#)Tm^{V8EYIKxZLj5Tke|1F
z3i;obbHpv5S#89uA=WmeSfi}z;>YU#Ip-87J@50m&)a@KV~mqAqEr+7W=c1qmdR<F
z0XfSw6MUAb5WLj12)rEL5PqlvUus&4oL`!L33-`mIpo_-cR;Q-{R;9b_)2)`Q@>9*
zypagGtGNfp($m~ij`v@XKQezL$MP)rbC%~YqQ7BWVie)v5!MKdCDIxRxs4c?e>{P-
zhV3Rb%axT)_L+-Z^JwsFSMFRIpO>5Mq8anD+zW8^2NIh)ImIsCCx>f+!y9J5gnf+k
z4auuX>}9OY&KdRtK~3ijR~}j#n>xx);eHK{ok6f)R#0lAkh!_81(YZG0?FNymx~(`
zc_d#U`6|iRNWMk#mn1(ifA0LbbYAiX!I>s`kmTW#H|{ns$GQK71dS;ZZ#04Js@SQ)
z-aw4rB6o+dmO`l&{L&gDiol*o{Nk}KMN>QRx)R)(FJJF+c^u<6v`B-|{&%IF@f17_
z>)|}CdX=<{R?<DRjyBR(s-xYs7kjo>=`A`*AJIAbni-gdMX^q-A4_3lSt^^xTx>O4
z%N}G~SS{Pdo@V>mL9~n=CR>i)u^SET2^*2N%Y&sz?c_`2PWrBe_RD-}zXo60|9~$Y
z*xi>7^2G(a;k+*$b<~&M__QybWG91o^~0nsq={E4-cm^#0*Gau^z}b;y|9K@jtl2T
zr0ae8IrY9Yx4SQ$9WM0@`Q7t}<)`J(@t+;e|7Z@)3G<!Jd40}@a~kG``p)Kh=H4@R
z^W5FO`tuh1()n|I>4FrgWh#g%NGcdrFr&a-P+hR0V5iKr7OpF-DcoClxbUMQDhey=
zRFqsau_&i#VbMyTwJz~~6_L*HwdR`TON$-8)LrLGOFs1JmCf*{vt+cfvb%@{7fKK1
z(_2i#yd^OQo52d%QuYGpybpKrN?y(H0j=j7c`bjQe~3#bNU?)PD}_p_^1N~o_lPJ%
zy1`{wVR+E6RZUViD9@|=HM=%PE7Ue=Zz(}W%@~FnIE=%L>Bbqx9OD+_Nz)+HR?~B)
z1EvcB(E&*Tj(}MK_XL~|>=RgP9&27;UTI!q-eBHhK4}THq*&4{_gG%Hk~PrU(>lyr
zXkBaFXsxxrYCRuh3Q7uc2dxgO585AeIOs&MA-H{T*Wl5J_72{=slWFKC3}ysPrP@t
zFF{{<@8%2?;61_vLBS|z@-IIDq)7cd8VDNXtwX&$%0RgjG!3*9=L!XT+ffKev~EP5
zx@L9qWSwcq+lf+x{996R!xt0+>VOi1v}Yh_kk2k$(NYKP*-%5Y+YS^X+s~sUl%+r(
z2^s|&i<T!Nor*LKX*yCT>P-V#(MpQHl@zp6hgRxjD=DB+$RCT=CL<NKMNMI+1-0%*
zts|&)H)<V0ts|&ahgx;0C2AZ&jU%Wbyl@69LgT1x=tqpK9cspSE1LC{;<q$~rr<mk
zX*zT=K%8zAo}`Y_lXuHrchXp~(m*o=#GCRNJpx@t`Z!Jc{|KqPn>Um91C0eu^6uuT
z-rcw!g1xb*6N@LLjhN>Y%ySCnIfX}gH}mT#omAu=LGBUcikW``GyeoB$bGiy%)pYo
z@9=2v8@z*eA7ANxhXPr5?>npqs28X=N^PJBkR8+>lmJSEW&rEzeT{WPYpVA(L{}bK
z%|oksJRJSOr)X2WQ44)h7<BK1?wx3TBw8McmPf+!EwCmJHs-;`JhXEsw|dv}P{^&k
zbvzPj6w<ax+kx!fkr-Jv@9Z5(9PPe>-d@29FQOQc`n~MYgtpN1Yu(YPMZw5@3ia=X
zjqk$)@59dbVdwkMd<tH8A6|H$w*ke1?4SftXHcT|{cp9~)O*uByw+kKG=EH8Ks;S&
z?giqQll7R3^%Up7Qsg`%=3)_ZvFPIntULlMV_8p7FHmn82fM%F%_H#U5m+9}QJ;r-
z$HNoj;ng|PtL>1+U|q1IEZ#d2-npB1MBa6@n|Fd<XXJPBj>rAB(NY`y4r~3<fA@FH
z={K!tIj7-}FF&t~<h+XbtA+P#(PAxHtcCrx@cJ9js)fgEp;Zfy*W#G~cKyfWDikf1
zq5nFxR)(3_f)>kQLm6rxf%RKZ`v~k=j~0%g1rb?W&_Wq(D?<xqu&oTUw*`@p>x!)3
zil)m&Qu}X2lc;qZwT`3KanusCcpTctp?w_MuVBVrMvddBaU8SsGHM-{zT1ad`%r5i
zYVAX<educ+YVJeLeW<w)HTGc@XuR&lHE;gTdX04weD%=FK0LPsdo@I)Mt|~_(H2mx
z_YhXDo!(5z%kb2;6CNK-DSW8+6dys|_$cooek0^DNX05P&bx_^$4WK{@=eHdQUsre
zbUt(zKrW+h6vPK1N3<|X);xup8&UHW)I7x}pllM(u@<6*Q#=Ed3z`pGTBGJ}J{TGf
z*}`r<LbkFSt?WiCWoTu$?0*96@U?O$TG-8JKyMak9%Nxl0jLP_BJU|YbzWxN=&1}n
zm7$kI=;cm6684QkItHzZ7M+l%fo4GG7Em_iT+l4gY)~HZ<{+Jqv;=7>Xd!43+Sm9v
z_+q>q=`NlHf9BzQK77Mve{*3~px;A>d>%siIQTmiBz$@c;wevh<rJCxUTE~?A$Z}G
z^yMVT@E`6p&AsjGdzW~Z1<r1kJx5T0zs4zF`ygS{Twf`CbqaGAL1sC3jWZzn9fx!R
zeB$ft5d3jS&KEq4=lbA=Td}g-ik0OMR+dBX?ww7ZbwKNqcbkn>M#CY0G;EZuI^`T@
zV%(cB?oGT5d5dtj3~sVVMkKTvTN(>_oQ#A!{rA>gGM>cfGT}vx2s@3&C!jxhH^H_|
z{+SmswwpVk>1*{6THGk(%4f?)%={+Uawlee6VCzVB5#(oEtBUX6*E6q&i<Y7#3o)0
zDgl*(7J?Re@1z8H=PbN)w#hp_D>lN4Q+_XP^m}NxjPmjFn(+DgW{`-#>Co|cri^Ez
zJWE=&k<WyjgESZUvyjdPiI~hsItMftaskppkPB1{S_l&HY4Uq@x9oW=S{&Cj!@JPp
zZZb-{8m~N`UAz1dc?eNFN?!XSo}G=6Emjb5<zUx_6{T4m?e=?l7v}DeKMKVB_4dbA
zrhgsSi0G5^g4l1I?Fp#mi@M#I)d*pmyw1gSZSl|KCV#AMY<7*@>2F&^)kgp9ox;v4
zORf>V^{NOX3C3){B6V&-P9`Wz#<$Ry*QppUUm)Xsw_H)&pfYK}A+n)1t}u{Te=fBk
zR<u{7ox)>toBH&%RD{;u{<SHvacx3Nhx~RN^0#mZwS^6bq$Wq5L-HC8@b`GAnZ3K4
zt$c@sofzxQ&8}@XX2{%B@0KPjFIgy8aQ~`_p0GY)e$hrZxmIKe-#1$`=K0$e_Hdai
zys5|@M9X5uF*UQ%H=ah%7x=v|G+yzS?)qk_9JN8tdS0^?DzNdImcAEpA^nau*5@(*
zXrO6>W^ZWrrY)%N^sj}NYDCByzFB%7*Nm^G@IjeB!i-HGYi@m`Z2?WQ-{{Xvv)$;+
zLm0s~O5vqj{Acr}_vYaWD3VvDoEzco#`*W(T??A*Y4m8L<&CAHC*Cw(W78e)(#n&G
zl_yi)@dM;e;eXpDaOx}n_9VY;faik_BtH4=j6<OwI1JPqhYGE}cqZ<T!$<>Z5cW68
zI0ETL9A=t|!$KM4#GY>&j$nEOdng<2#SzL9SvP9Mdaxc8j{SUZieR6xPpA$1jD1c~
z>`V3~wPRnguPBC#m;S_Zm8%rTjXaRra|^dp0uScF)QLy%2<pt+@HW(ix8>24$YXgN
zBDVwYKs|W^PoQ4BGw)1EJdr0-Z{D4Er#`$7hwXe2A4>gs3Li;B_$WS#hVjvSA`RzL
za4#Os(|9_K<xa%^1fIiZ(M>!Lv*P4)cp=@)i+M4gK1=yRn#q^*<ur@0;45f0U&&We
z9x*LP+akZSag_QH6|Mt4NX+#X(#@c4kWV131MLFs@zZml7yNXPs3;HVVbD>~N!0lO
z>4%`Rp!1-wp~FEYP!K2#6a}(_5<p#1=M2&$&;VJ+T<2stb6r3>7?c7U4Vnl_BUX%Q
zFPa9*CMwwk+6t;AR#K1j3D91aRrsK5kjqfKxNwha@~j!IoWc)Xg_6E@l@^&?8z65j
znpSL)X?C%t=p$DpXhq>>m!ohSsLth>-P7eLdZ{?IP;-qe+~peCq;uGnjywnQ9KQBv
zuPWN;no+dHHKXu3*JN4#0@9;MFZEm5OrBAA7AdHRqh1hn&x5{pZNT}4BD-sov`eIi
zU0cz|6F5K6l%99JF6nF6TarF>odA7Ml;C=+s4HlI>jdZn)IU))u~?Io;=0f%H;#SQ
zjN%wUMdig^BrPxQ2fs}&TIpIV#!yrPJ0FC7JBz7kcX6`tMWYXjJ}P#CGR4^aK88Np
z7i4!`X!Ktr!CzyA4;%d^+j{j<dxZxv{*%r8w#St&=j}PzaCr8bru=V~H}fNWQYZ-X
zJENJemo}gK@6ahN3d6XATz7%)fqajc56Ej}ej`Qs=10s^bCPpr^35A;s`aP!{`sqi
zt$V*Ye?>`{Cox}xF-L>_b0w&zc$p+Sd_EDWAmkTU7i)t2I;$i#&lmGM8q^i>@}NJi
zF~?}z7vE{V6!~u<KeRFKWtu0`3pkHNdKc2r#{8lMhz}29Lr`<seMv?PbwK>|l(Z85
zJnWiNv>Lv<7bMSTuPIuOn7TAqE9CVuP0T^@utt(G(MTdT-t^1IK<_n=y~gVh*PST)
zsCX96OOeh4xr#n@ohkaFcwte4KlRN+E&RV<j_cBOat3rx#6A2u3Vs_e$|bFH^^w=4
zhy(7Q<L5CaPvbi9r-gfp7t8pUF)6Qu#+Xe<e<E!!Z1m+LZCo3g$E-gFMLc4T3PsGx
znDSry?k_|eptHEf&$>QvH{g0d3_9;SFEL;o6EB_n;-jR!q-L?wI4&6rCf~fvbCWnn
z`;F(kI8+ekv|mXlj9sn?#fytpmUI_mDd_|IaGjP6LV8q;OROKR_L6wB^$WJ+?qZgo
zoRa*^)FeMG4UnH{2FXt|ZSr%>F!>2)Tlv{#ocz=>UVdVjAV2Txj#i%GA9LJKlvpK}
zxDuztk)m9ubS8t6s3ek6>85l;>phen6rl7{dQqU#Tj@<^rLWSDEJ~Gf8wDx1E5D*v
z%ALyH6si1L`8Bmw{zv%@MJvBmeoL{+ead}gSMFEtr#R(z$^+D1`MvT7>Zm-V{E<2-
ze^UNLiOQdqKT}ubFUnu2oAR*oFm+e9E8D4uvP0QHJ(Wk4N2r(bSLLsiq&%uTO1+iG
zl*g!#^0@Li^;Mo!o}_-tQ_54+UwKw}mIf&Mlvik=a!7fNhAID0-k=f65#<PtQvRtN
zryG@bly_*n@~-kOO;Fxf-lvJmDdjXxQa)DxO=)T;wJY7MCaWowsg6`fQocG$9Zhr8
zvFccwuZ~y8(*kv(I*|(0$?9Y(R8!SdDpJ$bG;*owYC09GPSr_nb(%VjO4J$Z3@TMK
z)l4c=v(;=`sOG3Sv`C$$=25viN1aEvsteRY@~AG=O}|u2)rGWNEmte)4t24*m{zJD
z)kAlxOVy=xm%2<{Mt7^r)#bEGU7@a^U#rz>HLX@xsw?S#)VtKX=pJ>Ix{7|Iu2xsm
z8ucFa9{R1iMqNYqsyOIAb*;LV){0-t)BWmtbv><9H>exvcj|-cgS1}VsBWYO)J^Ip
z+MsS$H`DLcE$S9}P~EC-r9Y_K)NQm;tx;>}A+=VmrA=y`T1S6WcdC!kX7zFPN!q49
zr9MO3)o0beQJuO^{X6|teNlaxcB!wZuh8S_A@vYFp}wZRMo+5$Q2#-D)Hl>O=qdGx
zdW4=<|Ed0yo>AXc-=@9larHPotG=VYL(i%2s_)X@)c4i*>3Q{(dW!a`|5E=&`_<Fx
zY5KeRvHCH+pnjr$LNBWSR{u>esh_Ez(aY-R>gRMo{ZjpsUQxeNzoLWcMb%4(G^Q!^
zx~6JIdP57)%=DIK)vWZk7OVx+F)c(3q2pRBtreZnT5GN89W6qOpp#k~tu4K)wbR<u
z2U-WM1D(+lv;_KC>!fv}vsxFe3w@$>)w<HBT6e8G{afp)^`vuJlGcwt(*|e*=z=y#
zyPm$%25ZCVqBc#N#uROaHiH?oOf8eCTDF$WG(0uVW=1Vv%V%b7t~QTZG?!M)g3JNt
z0A@39H`lWe3m$)28;ikWU{My$qOrCXlf}fMErFIm*3JU37)y{Ph{alL78|o$LM@>z
z&Jtz`W9=>BmT(qtiL^wr4wfiO6zgb-wnVc8ON_<NuCuhabYNX936=!b&C<!ziFLPh
zv2<ZQEL|;KSx-xMOLx}G($kX6k}QKQ4mQLx%rcP;vrM*3W|J(bmQ*&`l4eO`Q!MG0
zbe3vyTAXaEWtwFgOS8<d%wRWJGA)@b-I8s|W*L?oOAd2dW?Ays&6YWqIc$byo@E}p
z#j?P%fMpWn1Nh=g&(FDd9?i`rHXF~;xp*edT>$w(q;60-$m6Hwpp|}FO*E?$(tAPc
zK^svA&)&IPKsBJ9pxvOSLC=F;0=)`)6Lbvp9_S;~*@pB}&=<0d&90N>Y&M?Ta~sfy
z0Tc+bfx?lG=lEICp!P&_W`X8`T*T%qM7kKXjM~xw8c7qeGZNq4Sx8H1C9R<i*sIpj
z6ZAYCq_^ljI!hOrfd#Qh)}HlYBiTe!oI7uB@7#TJC+E{QW94>MJC8coIZs0JIFC73
zJKuv;>fG;K>O25xp7RCgLgzt9+0LELJm*W0(w+6r8P5HX#ycN$raCu6N^x#<j&@?V
z;vD3>%Q@0{52T*XRnBDR8b}Gw_0F!&)sUi{mCp9gyC8)+XE`IC^B|efZjf^Uq;ThC
zr@@&H$>L1SxZrd`;?BVtXPqg;Grn*-GTw8JgmlK)CF3n;Pe>=7T{8|klOR2f(&wGg
zkm{Yu8BaK4$dGZ=IT{)hp^=tx7;PB9M<aJ4a?>(CbWVeIb;i+*RT&t6UQNcajOBSd
z|6}(=Res-y<Ts6c-{}dE-=~R?--c;J470KnJ7Wvxt1D49;wT$&l#MvbMjT}$j<OL)
z*~k2ZSjzs$Pl%<NE0Ds<Y{bt@#LrB`&rHP6%y1B5XC`82CSrGHcM#%#<{*#*G!irx
zG#QlMEPn<l2Q&v%2r30tf|e4^#-4IE_LH-*pPY?-<m{8wHKS8TcTgYDpxHqgBQwTk
zgl9x&w9nX|k(1%bn3FL%BR!)qqcmeiMkV;tj1@TU%D5+EZN>)VY|7Y*qc)=+@)H?*
zXOEseadw)J#J9-ce~gfy<DU`dpJOfzaxOGE7e+Z37R<#!%*gdkGZKOsnM9G=6wFJs
zoR@Z*Q*%-*=4C6{&D$_L9nD{vFVb~pFXpJr|HGabImj*Nx;vS!JWp6JOzH0Q@^nx7
z^7NJItJCkDCBB_v;{WFVhH##rC#DWk2NBmMYm-Sq>}8NayBQIvn*U<{3u)#Ca|0QF
zR2>$2rWMM`!k!?kIeD-(F9;L{iX!eotmWB32_VF5UXuTO0BA5M#eY89PZRw*X`pFM
z#PZz4s|>`kF7m2CnNnUhWE<q?n$a%gg@dAfB=QiVysEvgzNAim>h9O?1HwqF9H5a+
z`j>3N+Ml-ogmpi!T(%)>mUaC7QXcLDdCR39uNv#mTlpgh_m8}Ln-T6Ic^joac(#Z5
zEz6sT^0xT$vPIuD(l%+IJm2}9<SXATQvT1h>asmcHn>NXlrPzowq{ZNlCAFXB|%GS
z-KmS7SW@pEzi2N?oyd8@oe93zJ!{eaCHvj;+zXc+kU8~k*P;VUUUx5C^!k#w+?k8s
zf{xHXfx1sD`M|vx@)_CMId>|0`M^C2@&#y~fM)8V4?L8%dEt7G=3Z73<gv({P<QpB
zGfOtPS1mf{iFB`7bO3x^NgnuvCFP!&wC5IG@N{r*E<NMv;$Bxyo}TV)(1~%^mCf?>
zbMFFAcJGln&n^7OGtB)$x#k(=K3Hx+&SCJ#wCBo0QEOd!q-VVQXnBmMU)ss?4xUu^
z$?`59C-Os~`C)laPp11U>dt~33i-qGex7-0hs%>aF8BHJVIBe>1^eMQ&qDXt<>Qys
zm+<n`C3{Ou<<2E1AZKEXYs$BYQ8eS*%Il;IUNTYUh|#S>{w|E`Tf8K#e2>RjGOheM
zjCWS~3!VqT4=&lCcE0?uC#EF3{3zP_4({Gle$um9a-j+Ceo*plsN10=sC<@ZvD;Zb
z57y?Df9Tm(vH<yY?uC_sSx=ONmAgDt5>>ts+*H08I_2f(Juj4a%D?s;EOA3~SK6`)
zzT|_sndQr%W0xNA)k-KI?^)*0=~`axsV+$ZUsW=od=>cM@-?0{B`LDa=6rPdI(Tn%
z`Gb-RdHKRm5pUbd_IM7vceyuvj+U&fFnKH`t1E&$nI-q4mpY7Sm*=F6w^})_J(!El
zo=~5K?(yYk5p^Q}xsvr2VN2dhJ6{py`LHCZ!VVu+FM7grHtjI{f4*d6MS|z+w1X90
z;k_+FE~yc6+QCInRB`v$6-kIsF?WYcc2*3iGL`Hu?^hL6@-!^3EqNYszDZs?^(8M=
z46X_**<F!>(pM`+FR8~&ovh*|Z&pl1-D4GLo?#{LRZPQ(>e8x(j95MFey(IS<k9fw
zUg+=gM9y6!<dTmnvSH7s6?wR(wpA>^oPJ%wVOv^-yDF+AOv+!Bzffg|=f_tiq<vjc
z?m1b~u&BPOYpJ2aQ<YR2h*{VKd3n`<Qk!VAG`wP^r-M&+@2OagNDy@gmqu6Ii@H9!
zy^zz^RIFc8TiU5&W7dJv?iE{>d?4bXDxtKG7*XjUw6GOcWkYsU)HKN>D|TXK5Webw
z5kW@mK`tFD<kHDfPREGeDxHCLQc82sj+~dO6t}Ztch%_9ITb6BUns3Dt$5lKQ(9TE
z8`f^Ccpmc7MbVz>(iIgiE!kf(pyJgf`%71pzaZr|rHrei^sbWCSx;b1SXMQ$^qz`i
zRcWPbE8eS`R=NT0XS=th)m7z{Zo*0uBUZ4gAgQ@P^it(^AFTMODh1c|2UxWZmiMem
zDKWv46QzCRT%`ErPd$;PTT6nfvP)~r7G|}_Re)$u`?`EvRk_<G;sHMY!s9Hh_xt%%
zSpI}h7T2K9|MEJGDcvjjP1{o*ic#;cXz&~?Jy2=D*k6av2F&TFSu0A?7KV9-mF~ZF
zo<}Qv>sFU%7UYFeUM%HH`L9=2Vy4{XJ+oH0os~93&f&^%L{4VqR*dLy#THM8vV&!N
zmToFLyy)E0t#dQQU7+mft;?3ymY%8Hw6tEVu}hyQu~%+dQeSrR)@sb7l+(_OwYTiU
zTURaJTXy!=HJ)K*=gXEY-4E|AUV1>R{7YZQ>S|f~R!Iuv6R5k+v#0FqMJJYifc$<-
z&y?0<<v)k~2N45XD|RnEw~*hu*|V<nb$ENjLKE`+GVJf?SvNOxF-KG%EU&A2uk6Fc
zCiJ^*aS$RuWpNl*jBK%vmD(0ZVO)EJoVKPi8dov;66<GWdqm?~h@2-%PvG8ETe7;c
z(~{RqPgHhCRDV#}2cADuImolD^jxK5$=1>fl_TM$@s)$B65zM7h{<i0ld-Cdf@TMC
z*QoNORad6VoEcSvp_x;)yo@U6Ad*j17FMk+(<)1=R*RLY>fSQT!t5pc%R(zFJ(kiL
zl}p7Ps<aa<UtOkEtuKqLTmj9@irt>C%VNr@Y9o5Q3p2H_@}4Cp$~si8#hq?V<px|+
zqbipoDz;W`s@mdSChn@Z2X*jdmUY3}Whv`f@*X1D;9gf%gGhc0tI%e5X4Ot1SM5gc
zW8sZei$17&x~yMiZPowB-rK-cRb_wU`<`>pxfi$~0x2OPA|fH-)sO%QNp2>WmmK5e
zY7QxqsSy$(AR!_z=9oEVj$@7)nK_P`I%eiLW@Kh&W@c(;W@_e`nVFFp89Zx!&$-tN
zqtndqd7j_%|9_r`^V#3M?%M0Dz4zK{ue0~L=W=#WE2v&OYadx-%dCT>CvMhJikw?!
zouG(8k+7_p+gVXl6WS0&{S^(NmGf#M8X_te)<ic%S1zd;)G(-Wc};vneC5iT<c8$R
zHD#4`iIp2_Yz?-`%{BH0d*!y8kqskrcU51g4X@l$liQG6xx4CI!&sWv%V~u`*K6vF
zqh>78D|o(F`q0>IsoYmnP(P+@OvSoccJ`lHS7>}E&9d|O61}6QxS^n|xu%Tb!>*dD
zhDntNYig-gN2yiCl_#iGWtC@Y0-P}<cU{fw+N*p;XsDudgK8TnqSDot>Y7J>wUFp$
z@++d*uWFk~W?^lE=0D|!LF4*ZagMH5E6V58_|(pI(pAlMJIlAQ@0I7*Ea7OtblEzh
z!%5HbnJty)YgRVYP77taY<11b+PLzJnl(=Uq;p+#S!vC}hS}xD^45lVWh*M0XHBZS
zG$W*8VP(W)8yc2WUa8qYKCq4=Oh9EDt$a3BtfuQ=IFDV!avr;el{`DNUd%dEeqs8S
z`UO05VLfej9Ip+ZZmii%K690Nx~wAPu{E>Klr5{?GV6Rr5{<?AvJtd`3a=POo^Xlc
zPuwi2f>wjGuF%}6W}mO#4%|sHS=D=HwN(tO-cx5}dBSW$&uO!(_mB4_`9vC>Bh`l)
zY4!zHjHwcJzPT5xkIiglUm`y0Vyx>{wyEqKMUQb6H7=Z3Hli+A!?LZ@7S@H4=bxIj
zvZAQ^Y+WQU1{jO^G70UUq<I?ED5%EL>Xw<uDk`g6IX<&zR@BT8btx4MWm$wZ72)H9
z%Z|@b>xKiv7;EDy=H{7a<&tN{aZkxURb}U9Sn4vUCE0bODi)NDD@dwXOf#D1)C|Az
ztrg2E7SuV)PFE}#-%6G|TpN;So)Jj)Bx}s7s>q%ZLK-g42(O)3F@k1#RrxAvXBCfE
z?PbQg{IX?_t*I;II9yj)v4CW9%kz0;shwk}B?qYXDcY)xv_<LdDXCa7!%97+)oERM
z#p>L}R6Fs<&#B0o5m#58d%3!LmaU>8clE5?X$5qZ46j%>BdM-#n$L`3b#p2<%@|QP
zze1g1owcxH>x?Y2Uh|CXx<!Oz>Xw#`nK6!{#NrtfXSPs;tgAg;v8%eSt_jzO*4(|*
zTk1un53Sx?DN5|8c^xpVs%}+f(DeQFDqZQS>MgtiulIY1cLYu4`Bd7(>-qXXrt3pM
zhfgbDny;AkQMs2%W(xCX1(Y=tUC5EG-dc8KdTYI4n)sln?chB~Whk%qr`f8j>*Hwd
zh`PdZU#hER+EH!~&yo71iq+JHVU-cguZ(u_M}VINI-BXbDdqF0?-?J)`-QsU(?Uu9
zY~>)58B>0Nu30VI7rIUnT|W*qMPSxYwyE-b-TumWq9;}+=gzG!0)Ha&>q|jbLS}fS
zt$I#<O{IOty4rP>wi%m1ZzbA3qq)AJa^#F%gb{R&Zo&1mnXWR`^>fP(&^7lM=p@kF
zK`#J3Wm>?Dy>v}KL$PtCJ6(R5Y#33Q%br}`L~UMNId+CxzYO#U&?`v(0L9pXX_M+#
z=gysRpgz2E64C3JU%#ocxI(R8{ZI5($TwH|%s4{hJ}CD<{VwwVBlUaBCg$#~Kj20m
z0ezh5x-e>UV*P3IQfpl|(Ai9LOm@=s=XiZWYsjz}mRU#Xx>ikVfU+5u`itdzcqd3}
znB%n*b2n8kufI(5=y?5AS`Qp!`DwK@MjdIa6Q<SHE+aqL&TF1&wYZ{fZ;&dbX|)Yz
zrt9~D_Q}0mq0*{m(2Ua!0hLuV&ecw=tetU@qT=xxmuH=+oIT@eZCqn{V|8QQ^y-<u
zwZo>D&-86fp_x@j-bfLNe1><C7dc|rj;Yv7v&pXEbkCY?4Qr<R*6e85Fuhw<X~X8}
z!8N-ZwoMPK+1Ic`+aphptjcQG%{$G8eY}foI5<6~<{+&Kv>h(?w)(EtZO5wbRk2H*
z9$Ry?<6c$UjZROjIni)*dP>cih7;3=*PL%SGd-i`Qp5S_qiU`+T$=8vxk6__&-DD7
zw%Wkyg)@x}SGeAWHq>k7dK-=UZkqSbR^B@|dU8t|ebEx@wU#t?(|VyrNZu(o2J;@d
zF<9#t@7zf<_SYPj_+0YyU3>*;4C5<EV<dALV|WfWcAGwB+N8!<UE4CWvt*`cW8(C>
znceEDwYwAA9fRp}Dw-RImu1sBXUp{YGlLs5^m`H5^-o_kGpupc^rbT+8y)&R2iQ%&
ztAPFc^o=uzH%`&-T4?tNG+Mh~L1)#EnBFuqrf&Q6RWoDjS4^KWGqEv$`r4T(jfMQ*
zD)6gA;r6RT3BNitnunPkLcuQ$gYiql-uR_qxVhY1Ee4opnx7DH_!VI)enmLa>lQDo
z$o4wtbzY3cFCXv6?;Iyk9fL%;xI+kG6TcNfqCm_Nv3L(zwpbvZ5;>wtJTLOZDmq4s
zwPJ%9BmO3~iu=VbaY&38C&ZWH5%CXkUQ~$7qFu}|NQNl!xM8kgp4ebmY&axdF??n?
zExtESF+MDQHm)@OS+pCs8Q(O>#=XXm3?9a_#;*-sjh7YKaFY_Q^fmNR=c?Nbebr|5
zO@l*yOMS~QM%}G`Xt+=P*rXaBFnO4|8~$MGX$mo{H1#&kG_3NN=`mYUJbve~Q1bTp
zqsLOIyT`L0Yo#6@>pk{J{XIVNI4a%k@tMbE=^l@tJp-i4{7sWo@8#pwMQZT!^Xe|m
z_WIoGtTfM3Vp%RNw*25NNpE}i@a`df<lWP|k95#G$~#K>)caQNTk&@GY%v9QN<;Yf
zTB(aEEu*x8(rOWux-4}?>gv>Wshd)_rZy9`D|K(`fz%_Z$5T(Io=d$*`Q_BBHpynT
z`Pc$%LAFp^1poFAV=K(5=2Rh>?PfcEBk3naOVL6|@lw1nNQqLSkffo~P$5ghq*P(V
z^IWQwDP;<ilq2N`vy>-|5gyY0(*43)Dv%}!A3V?HD?KbdEV@e5q-mtHLaGw}c%G{}
z**jbWsvoK!^8J2sL>x!Y{P-7<sfD5-wJ>!`YDsE&YISN|>YUX1sf$vVrZ%OnN?n_}
zF?CDo_SBuJds6qO9!@=$dMfoS<rh+0Qd@1prrInvKU<(J#1?LgvRQ3$wj|py+X&+M
z*|KcewlTJGwu!bPTdA$mMvM8>)@ui3__%1hjKj}$T-A@cwgtAucS*Kol!R@CZ8epx
zBWjavtF75~&bG_8mp&b^9kCs^o#x-ynO-DocI)8h{67?8MG1LrqL@xTKMa1JPX4_?
zWRi#fO=OXO9}@TAO@Jd|qu-eNnEHxQrhcY=BFEI<)L-P9ZZ*Y-Jd@RA6{AgYrZ_Ri
zlxRv6_nDGRNn)(&Zqo?yTho1}vEqJHzA2yPi$N@-nZ#BO<5&EV&xq7@lr~Y?N~u{S
zrJhJVlX^b&QtFk|Hk&c^ip|sJYwKnUwuPl$vPIfrY_YaPTZ(PCErW0rC5J8FR%n}I
zE1{#@R&A@Z&9Tk5Eh1cMYqG5(-df^qv~96fryfn+XWO2-kB;3$A0*tDx*>IQ>bBG!
z{98oxBj#!NwW((ZYfYykR(wFmVDSYVaWw0{6t|1Bbi|uRnnsEQQ;sP|B$^6Mg<^;>
zSX#XC-*7|}zr!%whf;tr<X)sah*BugmnmJ92W6XcPb2x{o<m|fAopT+Q0`@X4$Zxq
z9g!!2ADw5;9+c+;K9@7kDd#-TNyp~}xO6k0&*j9roHXlp(#d&2NL<c2*W)a6CR<)8
z%AMyi&Gm8aOm?czuJ?!Q9!YsFwUP7A`mWa|_qMsG8=c!ZabL&gMZhkT@}gaRceab$
z!sToqr(NyWNd;7=d*bt)iTmPA&bG15_&nBGOm#YK<E-0#3|WWX#}v=JK^^QkQqQ^E
zDeug=tSm3yWm~6i&a3n`FkPFMjC^*U&1H9I?yQ?X^LRRQXB*jG+$ZkCygd6qo$u_M
zGhdiDGJ8p0ZuauLu^rm!-j~j8wRf_EGY@iW8~4X)zs|l;;6}UqtXc1a(|*iz>R6dq
z(4h`z?sJ3wJNxU?ssGN;>_1F9&!f6>RgKp<cgd{Do0PpFuQ>Zk-iGY9yv;YX%k}cA
zf3y78<o=U-3UvEA?Htr;y#7^Qb?tMmMeFyCa+h5?**e!xv(vBTu5q_tCwK3MyYF+p
zIj_tWH@4+fW$(zV1?|k8G1)mkcjwJ^mF>%$hkDuXo$>l$-oosoc}rY2Ghg!!<R|i$
zyZXrTXYy8NpC_41d23wrTt6qrn71v*Gj9j<IDL}x9N)a%jGbjn9beG!ad&r$LveS9
zi#vb3P~6>JOM#2KyOsjQio4szq4>q!^`bA&mp9MHC%coJY|dnJCYjBgvorJiO;cgG
zDVEVA<Sx3jFLRJLiVPA)A_WNk-7_FxbKfNsc26Pm7pOhNa6dzIj@Wf^O5Y{gYha>x
z>pT+~wisBKnA^%yyA`h(<3tG(KQJJ#<)l0m7z%V*d0q~vE1X}yIMd48{qL}~bS-Kv
zRe08QiCEeVNJi+UM9$il7O#_0lk4dfKcd>xws~KLE6%`j$#^!&M1QHQ>agkic&e>x
zwpo^&+Q}?9aJwpW<YsKmv~M90D_BC7Ur3H&V&tATR>iP2i|$)QBVZjv!%{Jb9sR!b
zWj|HeOhE9Btzs1$*a=EH3Syng+La&6x+J;?Iv>;D8<prz^++V=?7mojK$^mI(-9<F
zH@S1Ip%J$(DZx5)bX9h3(FJ+QDS%Yvd_fd)o}eJPZy?i=++6c`h+qX7&<!M%eqiLn
zv)?43v)?4N^sdFyx!FAJtKyn4z&|ehqH7(fDrPc*vi^GR=h|~3^qj{z+a~4$!adC8
z?||S;)U!t(Eg$aL`#QDqZGzU*f@%u*qngPBRz$r)qy?(CmACiPtm(z#PHm^{TTJwx
zqs|MPNqJ{0RbtD{4Y!`n?#5>Xm+S6_nF70>O;(pxmRi-hx2!EzO<>=|H4cNRJmJ-3
zW-`(wg4l=MJ%gXZ_ky18F9Zn~9#f{ZBY}Zuxxt|3`XI3#{%;I!8F3h{Q~n3@ox703
zT6XWDqpQ=}F3+yEYB@R2%%6E?soVtnwWN;cf9Q9(;-hl_BbGUG43;mk6zLtFpRwg^
zNn-;Iz}lK2fg)v1#E(o&%lEJ2olL5h{>A2O8aM^b?Hl6J%&ctU3U7O=_w@n8R1aal
z{g-$5MSkNgr1ym1*dJYwx_J6cyJF*StqEMljyhXhEdAuEbgkhHFy87IV2p8vbxBCS
zdAW56589(_Jh*%G6K8P4bOFpA3{0wnbVrd5KFaRNce7J(^*_p5FmDkiA<o5nmFazE
z@k{2?0tV?uR(8%@X?ERqhlgcH@CQ|5nB$pgep4I7RLA9z^Rqjdt|tq)uNSuNYd3H?
zspMkDqo?wX{J?Q4F_&AvXbp5l+zl{0-H9L0ixS557Gn#ES8~<eS#{zchTlet0~Q)Q
z5y8d1G9fYLTObZylZK)n%)Y)_RCGDw$Bm+Krg$}<9?AEL@oNMyV$7&Md?EKH+T=aM
z9vglePLM&_sw?J3@29%icqaYYe@B2;{QOC0nR~f7^G!1>IMhgJ>mjWyus`~ztO@VB
zHUsFsT_*35$J-Od9t4(37kBY|^laD&#Zm*%uwsZ95oX{0{zMT{EYRm%5eyt(VbdHP
zQJ;A{#h?kb$FR6!HsA4^r6PSPaF23&V$YE*&W)!ij*S1Vp(LkPpAnCB@*-E9(KiC7
z@!LI~$+izvS!2LdT+8s_JpaBr+k`uII}a+&qwKV{abJZrDcS1It<GVr#@S|^<$G=Q
zVRSgp+4}SQyWHUU6J1lMaPRb|fatz8kNh)7<X^!h-dzw#$~9H1$D~|O6``}$&HZCt
znx{}pp>9K&_LtqUU?a&3#vo9k=k!lTA_bXrV@fT?ra8McD~LwbW(3^$5Fpej^!e{4
z(Gy#AL@Zds^aih3?MvPt!qtiy2;gK|vKD@%xJhY2%*2VmdFN<mXiV$qH{_wciTi;l
z+1SomQ8+WV&-O}x&V8(VyqoXb#>i(?;|1`N-h``gs29%MJcLY}+~S{XrS{@wvt_%*
z{V%C$;zFtGK&JWFw&#uG)N=_Y4kY6Uwh#wEeCHI$x<`#ch=%<^<3V0FjiRnd&9f9r
zZiHv73;jzT+Y45Y%DQdu7@k^+Eu}9j9ZC09EendpxzU0GDWx;DAGCS$CQC(c<eJY7
zef|jiWp(l<dEIP*Db+nr$9@3^WzJnoHyB-Cg8aA>8q!<Qjeb_YA*O&<Xy&DptC0uB
zn5&EKZC3m4D*LSGYmQyV=#CX^t>=E0CCE>cbTXWaylR(PS2UL;P*u4e<E9X<oX!C`
zB5RJzj?)~*?y~O?Zu0bQj7SFV+Ky32g~^VA=S*32S^HUwS)N($T!+?d<3`ylJOXsw
zL&kYt^zQh86uVKQoVFyb=k>||9%RnZ*e2GwzEF1WHk4Zlz7&_jitH>8FF4U|8OYpT
zu#^!z)J&dd2^aaR9lY-)mjc6;z|~6UbO8u!^v6a<PhdPDGGco!J^@=YCgPkiZ!^X%
zfGy&^37YZX$c(4-vgH}*Uxq8kuFY_C>s2hbML}xpEpY}{E!qaJhb|ze3lwDMGEY84
ztmy_Qca{I#1eH4vmrgom^;H(pvWalVS{*)2%HMeYqTxQkU=pP3!n=*O1I11$E1O9C
zC3Tl`o!gvDo!rhMeps5+uyxGBpeUOR@Mn3XJ*JKW*WPs<BhDrKBVS<74m}=W%2O3j
zRuyezC)Ye|Sf0BB9%szgxm~6lGJNw~6+I7#EZu+jhvpus29N+?O;a;C%i|t9O(E^4
zVw={CMS+M?z35au=_b$bB4d4ix&Lc!1(Oic4DqREJ`#_mIuLu=qra#QkH#83C8`bp
z<JF-^b2Ji-vpJap^#HB_eZYSJ$6<#GZ!MXrFDt&QlaqS#v(4GK3FQRBT&1ye#1q^)
z^yiAg(wo7ySH&-n?oCr7%DXNCw|Z8l2dR@<58GszRdE?MXC?DL>DZg)G(EZ%192Ww
z`&0~g4z9;U>`k(XhiRPEidJd3*)9HB{9QF~kV((B9J^_(KpRyn$idIVPsVrhwve^d
zZ`^4}ZiuvuBg#!qOH0e+rDy(nu6aXE!fF!VhS$g>WEnS+J<7N3W&NLBQnF|!z*AR8
zLx-vM2j;6uQ&={wqRVvdM@4586Cr{kG-sKI_MC?Fh=35uQ6_04zZEn&@Hnd2oS5AG
zSWj}qPAIb_K3>Jcp^PRc-b%=8=xpc1$+mk-1mk1qmd%xag*T4=FAJBgXJL&0n4hu5
z;TB4;>7U$YBPrn3H{E`EQ+dVW0OtLHJxSzKoLXwfIox?eCf?HmZ;jRJTTFGK;@ccg
zWA}>N+&foM?;Fe`+d9&&i8!&EiY~vP!J5e|(D8o9x`*SOyS3Y80=M_y`o`|l=CLlv
zi(|l{m+Ja5&@V4z<N3ltx6wGLQ_Ekt0(8&cQKsTFw(@uW+1LMGDDSTzc-TAMw9$~V
z&a0t>TO3S(Ia$S`;nrB=pVf$-%8-4(K2n38BedA1K&fVZvH9@LAfL!3@3w{B<H+0$
zt4v)Hn|y7hh&^v@bp<2u7Ubzgf%>?2(FhU~IQM?ejvqV<)>yuO-fBb7yWMr#1^?a}
zJIy`iiVkNS()v}#^J4OE|AV=0z8mxk*u7_NtKRBK{#?eqYEQa%rb*r{?6Pf-R<K)`
z{RQnR<BI3%1^wZ{L^REYg&XhNmA|MlLwuPw*oxbG3w&LWI%7&fPoVX+M0?-LyP|Hg
zq=}=Cm++grTl8l7J~Fxa)DoQTZ>4n!+cE%VmYOYgSy^f}4%YI|-*dk9OpXhu2bn$)
zA@id%X=|}XURur59Dj1q4V7V&m`7A-&w+j3?s-p)?lMrRqlpiFB`8kZf}u<_^`T?s
z1mHTlvV8ijK<FBG`N->_DQoU;1jcgJAbF~n*6Omt^07VB^_Q{|p+G58QeC$b!IHy6
zrf<a_vX>v|nr1oaxk3Dcm52Gr<h5ne0Zg7sM_3g<;ZA)sokrwax`jUx$MUgDCKtPj
zdWzA{zD(rjycPmwXo@9_f{goGUrTv@Xd;)nDK4g-yrX}(^pw9=x4vFJ=Wu(2YDmBN
zJEeAv03O>m1-;`TaW^#l@;y2qbwit{D|NT8pK<KRvRjLu$HuETF{O7Gf2);o%lqj*
z;`)hqqkq18t`7#;(m`LMd8(>Lc1cB}fm@Ak-l4E(BfE)wE8kCVIu9dC;ll!V$KM6h
z*Ew~#(gwB7(C&3Pd>`xg=(Z}Y@2iH(IkY%JpaE6RabjTdLPWfMG3=^{YJ<_KNpeAs
z$&s5vXx^(#i?`+zuVMS}R3OG5W%>U9f-aDq^|3x4&v?;MpL(uPfqg$s9B>wuZ3)Y|
zQZdwpq>cs3=2Jn(1?-yb%E!MR+ImVE8tLb^KKFu#C~hgpWq6WI*>hjsUVRkDgti_`
z<h>MWHZ<AF>ivXK7**y@q`tlrRw<Xt{0CT+;gy++GjMVLZ(%2A;wj1i?8V})$<H2Z
zfZhCj;OhrLQ9N~`AZ})|)9P^nfIRK0AEIe>CE}+Y;|<80ne7M_&OC*m$kBp6UQ5|G
zS<D87Wu5vvq}#VQsQ7nlsQP?N<kduWNn@-7oQH&^5O&VL)cdfHe(xlt#c+m;9wC*)
zxnfH!`Z&KQMhikXuUe@o?!kH+&3OKHky?9Vo0%?`yd{(DEc@I_cT+8YQ$4CKs^Awh
zb9-dp{zb{0lDLlU>gP8lBZ9v#x>_GWsL!ky9xN{mpq>MhLvRc7j)GGt|A@_Hti}~>
z3q$_i!?3V9%yoX|_fD#EhD~(b81LSQ?Q?c)pIs%|%^Nq=%}bp79+f)D-?%xofrtz4
zNuy`}pXmZ(&-q8kNB-rPknW7<{E<WET$<+lbsW>!tA(<^GEZCu2~kdyK%|lZUEybn
z{edb@>P(*YJLokY6;)AD@)@uKSM`&~fj#fzdcQXY-QW7Jyb5(%dcj(Lh7t0Y^42nx
z%~Ca3Rb-++rcRxWr*_yn>**7d3*Ol>H*0U>Jl++Bg43G*W1Qog!;f$eQz#}?Z;?wN
zG6fGh2b%4*5J&qYozY`6zQSO_Q5<38=#c3w(Ui*hBvex9d%!*XL7=$AmSd_K`9ncd
zXpSr%%KWDP%)R*5aL47kq;&d&)-jb2Mc?l~zchmfZ@W0Dz*W}Cqd11<Gtce)dxYlc
z46Ajr0jKp2Qo8nJhGmplW?d!I#=6-HCWp;?NGh6XhK!XS;9vU8yy=>Bjj6C;PaB7W
zxwHGfeB&h3mn^R!j2IN*NiNfp{&-IINo=neNYTguNNSkjOiwT9A3R7uT}#hY4;4hU
z@`uT^#*{8Ff_vM@zQ8nBk0H4vL6K=Kt<v!`iYs}3i8yt1K+f4>P%L>F{6Y7iQ2gvw
zTq`?cKD*W|>pTzN@<0}O!4x<g!Fq0v9&>_=v$S9>^Y53KKInZbSMr?k(j2+^V)tjz
zqDFAuU9MOtkz5c%W-n<I8ilz?5HoGUi|8=&V#!R2dZsA7p9rIf2)(~DfiZ=aXgLZ{
zu4<&Df30M_M9Krw68L$H3G`0Zml3QnlyQ!U?BYMQB`qWOE3RDfrz{Ikjkl{hlo_A4
zY4bk`d?z7yyE7=Bj{M_P$SuA5c|9O{p(0;&)eCEE$azr`&q<9u<U`9ee-2}&ySQOG
z?z4$-)&sf8Y5bj$n|~18<xA7~OFjHSQ)ou;I_=H^{UakH`^Wmn@bbLt5ckpHdyBf^
zXw}U6MT*qJ&v;L|Bec8`CJS?U<_dMg$0v2e%ePv*;PaVPA~#8U^CNkox?kS7^Ia`>
z#`q+&!r_YH%@3|?cV0tU=U#IThXhGpU81EqYx6ilIje0c2K7JJ$Qw*f#m7`mx)__j
zc;GAo4kL5vRAe5F6${3tAYESxjuoQKn(pL|6Z)n70Db@;zt{&N6^g{mBsB_-K64n~
zUc3ae?cM9B5t@EVXHnEEyK6h_jV?C-Zv>$}bt_XJ8nL^daJW+KSVqFgt<2cIMl=P#
zJ=Aa`{Cok9sBI^=@Ijd%;RGd+#O#sU-Ym`#%|gPelsajT+A^9N;gtuC$hRLAIpAZ8
zD-SiFc0ymjwyQ|`i*N}_yt^Xy)kZz%M}vh8#7?26)i2o_J}-A(9TSeS)#$}Chu6W=
z&jt0OhN4%IT{=Yy5-HHxv^L2_V`${B<(B&eYas@mg<FS_e-p1j?0+NqFt(4(%bb8X
zglahE_Zl7<IhAW>5ulg4*txp6m$=m~JqK6&mf^LpI_;4BVdf>d*}N8YN?C@>;6<W$
z;gTzH?(yZuACe9P{`Fsxc0R-?IL6bsV9z|@;A7E7(TSAwBnpPZ_>n7Ty}mXh;>~Md
zsYgyLuiclVWBB(vh^}n#WFP;b5xf`VZ98QGfaw0K3{HN?dfDOJG#9yV8w~H9G|xu#
z@9hb6#3AJjd*;u1hotI6D}Ug7puyI9?K2yV*nN1i`QegB1d+ZSyrf-i)32PhV2?rc
z=bJDfyy&M!**v2A?*wtXhlNe^bu-Qtp9!%wu|dKs6QUGXnRh1VMO*NStkm<D#aos=
z)$hqYD_bMtA&IwNJ`-_2&lKLnk?1~rJ}h>AJg>c;%Ou=Q4{1mwOTMQZMJ;2BjhxNt
zotYq@-PBPNFIg?|E}r<Iys~K#yH5(_q@dH8&kn#OG<<-csb-%)IEt(JFlnAX4oMM+
zcZM*YJ4<2t=di*Vjg~`6&5-0+*iU-VIpCrVo^#hiPi?P;E?KmMTz*L6uiOca$1z7w
z=vgDS`Yb;`oN}+L8Blde;IJ!JGd8@*KBLzBURJa}o<yHRXqY0f1#%=gZsJ+lGU$&=
zKTE8tT_1+rC0(UsDEyQmJdW~^c~X=sD=Dt_kP?y<>PhS_%xqk=XCBI3w*4;%w`P3n
z%NDr#O{<q7bov$dEtRxuCeC;d@F7`Ibs4D+d%p}0P_q@kf<dRcJ2peiuM4#oUkbJ6
zdzz`(Aop=Fg^g<>RWrhNysN5$y`<LPkXWYn-qd%6)}`^@M0Sl7!}kK)_HdK0gtkz2
zr!9oGbPP00?D7J?Ihk)@`twlehGsfQC?D7uMKBv9R{JSK7^>MkcE!=#d*eXfjjt(A
z>A@!?H50FW=j-CF#|uY4g<`V-?k4?L+6<R8&6_gDDdi9L{_4YV5&2R@i}@A6HL6X$
z)rc#;7-i?}8b3ouh%chwPb@bI)q;}F8V@+X5o~&2OqzEjq1UK_{X7+%0K8*g0g$`6
zlsqT_^k0{ff*jpGi}|cl3ge<rf@GE#Uj?VY@6BDL5nnYAL;lx}7h+0jK0iIhH-e!2
z)PN0~bMe<vry$eRQR!DR53vbePsQrHfErcjQamN5B+ZzI74Q1dJBK5`;#2v4?r+oH
zT?_Xp<cA%9A;hAjPgl2RtHW)VQMC-O0Ui0*xA&(9he~r9pU>}5Z&AZ@>%45N1$m!k
z8vs&Aw?NZxzmKyidi3V(&;0r)R6YLaHd!Yfa`k-gN0=`Duw>2;ezfyKne7j=j{cF6
zrb$*tD|*NiJBK7XJvX7pW~gR9n$K&Dy^zpm9NxLpmE7gv@vjTu2fF{g9d0A+Myh~b
zOw-T2Y|kP#FA0%P-oL3|Eh_L-F|Y3sTPm}6JBfab`7(yIw6A~M*6SXs8@fz8ZZAUk
zO8Cg|K{tIa<vyRW)5z{y&hA^u?pyo6Z|C1^8IsXD;oTUDO^P>Vt;fPYG^34mRHHkW
z_+{1ZeAVMddCre<wi`1!+Lc7e$2<nT1!sqxRtMxVlD;{NrgX@7jL~JSvzd47?Qm0m
zq9#1EB5sV%XQodoIrB>k6Fep7c}1`9##EWIj$quYY)g){Ghq5f%i})I^CvEM9X$=9
zuY%+pnIZd4w@+!z2ot0neq`a^EhEC_4eNz$U!G&f&HaaY2#>yZ+vac(*{7Q0WwBQV
z;M=ERqJ+CCmwjvCjDk>b-sqchz>{)Exhv+Wh$Yt{iM8a_xmXh^gzfb7#aH)c{lzIK
z-bXkXMeiZABnFtHyO%m9I#`wpA;n>a1c%OQFZ>OAN;~)9&5+|HDPF6%Qj`=Ou`xhD
zLs#W<flgctR^GQ}Xa7|~tnxy&GOEjX54UZW=Is`)Y;^_vGVl)$59Lw~J|p?n#>ItF
zas>{ffH}58;w2;)?Pel$rf}JlXmrVGNWW&CW_G;m%k!6vzjUzXq5nRMcUzlZ8V~+X
z7j6waA=s@er~9s0&;&rY%9kajZ^9WvQCN1bhugLh=e`w+LjgkPx1I=!&@;=aZqXeJ
zAGt|Dp+UHM7|IJ4g(EPc(pg*Yd3WTlQurr%uH8vX6N*hqwI{>QnS9;QLGUGR1+M6`
zj>@FJi1t}h-;r~b_b;0qZo^BVpE!8VLR1lFNOQj)`BHG@O9TT_$XC0e?4ET;nOiS=
z4=rxIAc+l0tOI1WsSQ7m=7+^1>NrQR9QQnrpa6mx9&i)YLG6(lNLyyzJoEojj<&`Z
zC<ZWx`(%3J8}qHSDd0u1ThX3$0lbucwOqd#)Xh0><Gwx}ei20R_;P{*zX3HyH7wth
zXg%&7djk!i5tySXwBM(BCGe0xkha2fVJ$f_9kpbK@q?N|$c{cIEY-a((ElxBjoyhV
zME?j*zZDyCkuno*;v5&XF(#p9o}Y7@iMv61K%5~ADd3j#gKjMljLZj{n3h)d_k6dr
zG{{Gal{yYG$9mMAA82YKxeM<tNnD40hA)Kuw<R&FIWFb@42wH!Kw}eBL3BUb8j5|V
z5I5jhxT<f(I0OAIo4W=BI*dIhj0+$AMXboVjgbFxBTbZKYjZ9$qZV%5C(ku><(tfN
zVV-K-tFHlubFB&>;Ib65#uf3!HAGG(a5*7Plam~g4x-{9B*~Uk+t$?b9%X^sgh5x6
zHYBC~Pk7bJ6px|kmbIx(@s{}?L~_?rCI@W(KK@4QE(}tfc}61Z`xg|W`!we^2yr^!
zqVjWp#k5?V!7XEVsrn?cBi#YOMx%ts0qM@rBPdPKZ>z&X-rm~d%c-!52_cb4xt<t$
z&{=%oZxW7|PXviuOA@zHmyC1rYV^67qJ*n_?psvuXv?WM<@le4JuEA|*I5s9JQqB;
zE}rH*4=|$WdhlZk!{SMMfdTj&dy2@)N+qL;b&Acsx}g=OaVZfM+q#=LvQ%RsD?BKz
zaK;%<ui15v!|YMFEcWTrMO)C%EG0$oxsG5Ss83f5?@fTR=DvajOUEkGT6})^q3#f7
z(q`IVbJ0fGq0>2HbZE8~*U<xVXR(mlqmvAV?i9dYE@4HE&<18pyc~$xbj(LKU}G@B
z6(KY*q#1m;YgDuh;#p;ihhBzaKjDf6hTet@#h&j<5W=MBC6J*`5wQ;_E;Lh$iXsW4
zEjKmqqNs|2PP2OIc~|*edO`?^qNkHAaA|6!GaHG^)<XEM2%*$CNVvanqY$AqK}}1&
z!;j{Mfi?uH;faubM@|}zW=I_TN-}FUO}v&a?$Ip|aiT%{FJR?%B^V85J`##9Vn(T+
z<I_|26w)rs$TWOZ+*F%;{k-}OAu%+5M2J{BehiUe58!IUmyE<~?j<QPn9)~C;%E>Q
z0@Q9js2;|-KgLFc1Fba$wA$aT!qbydB3xU9A!`M^Ceh3tG^j@Q(KL*9%_&2I$Cg-`
z8m$&)3R|v@4B#dC*N+6kNas0&3PyZl1viDv!+<c#5|ftOBMAU@;q;AAHywS;P3MvM
z@QK^2<cZNschXkSNANS9A%eyDfh*_^Ly8^$*|V<6k;HVP@xG6aT4Ogv+AK6n%qKkj
zhO;{5$*^jq{icFtKATTC^OvwyPDYOApoHCsu!dMsf_?Wv9gXG#yJvfLgrEHo?gK|B
zO5jV&l5{6r?y&3cK+(Jx!omN7W6Dd5&~*{PFfInf=(8kKr@jVLP6wLhpJO{_uU!1N
zu3nhWo`YBI8HqHGaJO`b76ygflw6QbYYms5%E;eEBebxTMy~V|9VA(WCD`FFB;u4p
zS!c2m2#jTHe?$sY!;}>i*Q(9FrzDD09q-|{QkmE@oX!7oz0))vxE$8+$WkjCD@>Wy
zLY;mz(czY>{@hym4i3rY(z#$d2&gypC=tyBg>b;-Lb*t-2AAIlbGsh}3{S=4Tr?_J
zHKBNmRwYc<hs7_|<}(hxDcWMY^mvs4Y@3&8&R0?VL}~PM58V8}(ku>nVA0s_`b~r;
zKmm!FjJqai`dKSnui@gV#aoQNMobcbVe*z%C$Y^buF$Ta{vi9{@T$TDDu2)D(^bB1
zg?`b|f-XjPh>~Y)stl{}bFx%@fj>~U0I%TL>{RGr^xlM7qsubL(DGuXWA-2QR$~(r
zT>Vp!_65zY8}-&3tg)YV7&w;ysY&ni<J*V?`gWnLk_zDYkSvKI`qlo0ffmxsUm`W~
zOAyNj{s^jD`-4L!GGsnFyQhG-IAmi3&GsFyrtkx19XbmMZ0Axe=@0u8MlC!T<Bkt(
z1cnFr;wf%H>%d-0vJz6IAjOln;yjW4K`;9mBKt|v++QKOc6h*&MmX}9*c#}T>{=2j
zsIzbB|0U{yx%ciAQD;2VZco(I1>+F}Y#_SLqr>gnLJdHC%Kh6Pv8U47fC=jdeTgt^
zo~Mp!0B;6Q=La2lzldt`<2*4S?K<PmYjE;Gu-CGesh0>`En(dJRj3DTR71BZ5Y~_3
zPh_)c4RcUim}c>sn9h;i`$R>6r_+nhJ@sp3l1KphmFSZrlFhkOuO(QyNj+uTnwtKU
zXO$)x(~tS}L*%HX_XFil416mQuMN{7ZYuM#0&{+---9H<x)n+=>?(0LBp>J?Y*~!`
z8MiPc8G@FbcEA)-*)XpJPeOn2KK-!oX5s5^%2b^zN(3EPt<Xl7PsV(=f^MjhJIl6k
z>@YjgA{+qO2CrAH&t$;HFL@Tq7nzLPLRoaGbqfYkr;!b7G{G2NmkWoEJ}eFHM4cLu
zz=W@X>Ih4LX-B!S?B!dqgpMq}!=b&E@Q31^dX%InYakR5FX2JRW$%Na+$j}yQEkEN
zA*Y6H6%$T`4uM6`S;GGMhuXBcQmdbOLS2cv96*mi(}b?{)=S*YK4BRYH#;KvJ(6IR
zS=GGN6?%L<vRWWTTg8x>*w>mNzyv7+)MAqmhbN4X;7p7W-foL3#GeNG>iXKM3lBM5
z_yqp+gw-dq?W{|rb|azNGH$@3gPH3Kb0maAtV49JwyDk^>nU-PDHXXx7q2F-0}@8B
ztea6^82r0$FiNgb0lc9aFeI+dGf#|9_CzXbTqIxEL!~LY;Xd!~t_V?``QE0git;Sm
z-Q{e)@-ni~-<GLVb>Hz>rF*Wi1TKp=%?p2q>4bdiQ-J;k58?VwYGCt!G*1-8oZEL!
z0X0});koe_1E*Z11wV4A0L)z9Ue{jv?|d#SSb;oZ5$QILq+y#~2r^ar_8-iQc_{6~
z_Xy#CVQ1ZlH9$n4=5gfVv>OTe$pHwPEsQ%L0jL!s0@jU?2HS49Y%&wtpTpUCd}juz
zw8GnUiZ%y&SHRyp@nZ8LUjCK;kHsASzr|eZ3|*n7p=!Vbb*q=VT`vBr!Vq77gxX*1
z&6YSp&;bz|7*;$`bkNFB;)tz44T(*tcx<klfGb{zEn^(a0gQcL4-yGUDO2yfKnu~G
zdm&vRaW4HQcUBb+1ZVvj%en~7AT4-wqrq*>AUzYNdLbU-2(T7nhDP#@!70O#gy1K(
zA^Hdl*!Bw8bin^Z&HX%{2o?>+4B;lTfk%Kc4=L*HOMIod(zkiRi!vs~9}NhbTb3x0
zsKPuV3{5Dx6P{W1>FTSr*$w05!hpf}u_tEZgXn|%6xchWKPT7wGo-4wrgxc2E4uL@
zlpE!<c~S}E;**l(<zX5oWbu>uv}^Dk2J4i%=(@+6mYoDO*c^m2BQ8PT@W!>}J=E^X
z9dM7Lli))#QVCOUmT|qF(14IDs7IF%jo9(sm*vPTwH5|Ja*Ykl7m&h>ZQb>6SdE?n
zsshe`4R<CHE!Hv~*`G(6NPUe^;LCBiK@)>AhRch}zj>zBXL0qlI#Uw|bM0iJxUVj-
zPr6s4v-Iad4r@rp_1uba>t7+T=iPKC*>K9UCqE)-7)7hk5lsgi0KTlxZdl2uK5De~
z{=<6zps_=&$TEUL)1CVnjU-S<LSVaN9#T{)wO6KWCZX7Nzy0AM<gJZ(*IVd-xgl6^
z3I(~Tz-|qd0oA#^mZpw)ODJ7P{}AY5G@ZPL|KZ-HcF_s1{jm`fLg;b`y~R52vole-
zwc=#oTN@02@-1|B+ui$^mA%hNW8Njv8?n~`&`_#_>i%$YgNQwaAysj(NS9~??Fa8S
z7{Kk|7DgB6ZSz8C!w4sax?ba3a`C|oCN<|AUqwnUy!;~=V2e9khC_3K`iyMzuj-tQ
zs-SWsB{Wjvt{sm;06Cp~NPmFWdA3ukfQCY5`k+yJ-CF&?waSku8&xmiTI7yWHcqYh
zzgr?vu>XNlEd6?hddm^XFAnMm`m^lCfO353ce{U%3FWw+tjk_gt<&!Dv;PVqm<Io1
zyGyT9wqm?6Eq-kiUHeN}AwT0F`LPT);fsnQfKXfrN^0l9v0>=;AzC4ly=bXUk$ZLl
zCN4zTaWhakjF$tq_RThte@)9L0%v~7U9p}Rfl;4~dGYS30_I5&o~^$ND#}5tfPW*1
z6+h6P#a&wahvP!8Vv-Pqn49C7z^d7C6(&fo$((n5E5zS=t%ZA*mPUOlfF(TM622wb
z#p<@iu+)YrbWiGbGtY8-_M05`rux&3KA%)D=R8D0qrE(k8F_iZPz0c9(x3f{uwV$s
z!#$D-{chF7LGrpdvtFzZo1GG>A@O^@^n&plN+-GX6uh`BB)v`m?0hJ!gtH_Cb4ob|
z{r-Ky2i1-Vz5?kpi}4%kSc!!5#gEcJZnhG3O1oX4_19-<Or5qHs8Q$e8m~~0)G^Xb
zUtzs*S&~`aR(Ozd<5!+XX@3}AgBJh=t9S^B8tmK5d|YA`LLf8=Tj6HOsunaj03H%o
zD8Bq$7T8nQ<Sy)4=O4B<(BUZ<YTE{#T|(sx&!rabRai^NBV7GTtAV0et)Bg(ehsMU
zY$H%K3;u}cz%>a6EeGV=LZ}LnU&%?#@YurM@$SsP#8Zc9LQdlI<0N3MZ1LMbaR`e=
znCY5hWuTw{^m8NDVkU0{!r5PW2Aek~Ao5vUyIO;V;Mr2toWI6|kjn#Xy<w6=uN?Tp
z#QfqrCSAhfFiBVD4|nU(cY?bXk~nwEg(rN2IT)jmK<Lhmh=*z~0Pd^SO58)|q|H0C
z;s;a^4wf)|n@l6}T_GL4o^&3Zy?Mg-$|Y)Ky95a(6rQOW4$Sj{iXp^ioQJB20+G<8
z!8=CYd>#?lEVv&uUNphnvYdx7m%Dm^fIgl$;e0kI48$F$G`#RR^Q*X&KVt+-G@=zF
z{O|ck{>@?cr%4=e*s%~LyrBL=#05_jP7ByS2yee6ULJeJ#K1J0UtxTh1%e|cQU2}0
z0?e^W=1@ScE}bFQ;5#VQ`A%&}{*iO9AnGedGI4-)>?;TSd6i5TQ&bsKW!_9gb+~5q
z>a-Mnc#=gXMwsIvOiR7UP>f>kgdS37nuc+xpg+M=XqbIm@s!gOw+m?rCmGj>q(A2`
zW_%yil4D*UdG9+>M8|)KZ}WIHc{XXqQ(U!y0*d_7hiZkvVWQahaX4pJTu=Tp!0##)
zZ(YA^-2dXJ@w%WsN>9%hlK-*81el8$<N)Ww1*#P~YHgQMyPBDZ-V|phdq_RMEf$xR
zo3zj_>tPCE3)Pt|bcZSj*UsMg9|=bKO@IY|7By0MI?A1ogl2jVTlN}qWVc8Mu^-7#
z0eMKc3T*vCP^plCOrC|?=N5}lv10B!y?tcb%b`JdLa37dFk4c`Ho0l2Ia>%KKY~Po
z5F9iRYwvW3Hw{K<2w%uUsMVz8u_Ty%X6E<ttQEnLdaft&9ZoK<Q3nA>Hc1h>>!x;T
zvm9_PF#sj^wh%jRY}F`+ISg5s&Qh4CPW`#B;APv+lYO|Fva^M<vy1XzL#kWt2Z?K%
zcBAALybzY>x%9*qRQ}I*`X;XofW2SHROP9p{IL1(6g<K4dqLRjwy$UkuTQ+`syWsC
zfnH&RUwzC~RG&jXw<pSH9Ux($DQy5R(jAGY7zc^RG{ap0-i=S~^i#;iTI{c4h#ra+
z;`}jqE6xCcvxeHQ8vf4}oX?BX`>^D@vY@;kN{)z~GX3gAYqsdRKn897Do^JC&s0=f
zKmocy`fOqXw!%(hY(hiYsQE7BJwNFYrfiavY{wur>JV`L9A@*Ol>Qz#&eG3T*m1N~
z3hp@e3YecY#$<tsAM7frlbqglrqk<wb9<3=A-Gx0y_Zkm7~hbXhIfKxfWD&wNE5lR
z3t*(i!$gKPA~nI^!G9NY;eDbE34(q?n?Z?%S}k0W-hI76HrbfzP@G{XGNu0HQ2g}b
zWGTROfc<cvVQAH!TXl)D-Tgd@D&Zj^LYk@p=Uk(Eiq9lfTCyBb%m0-yEMAhbnFyJ*
za+&dVRZf8$A-!=gx`oT%;I(yJdIpi%;<=D^FN?vVI~RGB@S(hlwo*~HLggZQ=KT4q
zZqu#wqC<XIF1-d1RzEVre8!qFY~<b>=&kyZkC6LPZw2khqtT8n%oRMU8y*b*%0GLG
zGqsvckviVX;xfl$KnlNM_WMxl0Wk10mS;!#0}k>%H9j(c&wv-EITor$ze?QV%;tRA
zAYo=?2#hJi8g#xL%c!zoZxIx1v)NxMGGz0br4)^E_ynbzxP&ux2(g7@f)UWW4W7{v
zDVxDv_1kItkrM01pZb7EzWR>0M&@rw{JP(}m~F`eS3!_jnFbRc3Jf8of>5v|{)W^n
zQGnsULtnYeKilTRs$#D`a9-J;U!dRZ*&3r~ed~P_cw~IGL_C1)k)`a3n6#gH^}kYs
zVzA{V`9zN^kkL-?I!X{fd?52dB<vZkBy$%LR?*t=JjsVg^S2u(>y>jj)D|7SqYShC
zR8oo3uoD+S4yM>83JdzL=)cE)W)!OE$}+p>IIzir!Ml>66~Qh>&D5&$$Qw1WciDmD
zp~&RU{uu)v=D>E#c9hjNnQs#ktg-})T|~ajAmSk7HN3#U{mKXzg#np)DudlM`YRu}
zq8GDheu+SqQDQ`*0jDNVHAm~u_G7Dm7StgB*&NQ@BVx_6&tHq&Yo6wc^~@oj&Nr1a
zx#8`LyPPMlx*n`&ZkT+tHq$uu;f#28tRmd<41(x0L?uce`8_qi!a{9jCK3}JmaqEG
zAV$MVq#|ZH;htSJA0+nK|DI5t-(^HrMH5qHJ+OnQC7x!igXU6|B7j_1b(|gsIKLA0
zodFL~>hC5jjQl5-F<1EfDw$U<(UtHZ1Q0A60vlp28%y?U;XeUaw`-qz_|`zT>piY|
z+*a$G5-s3h5ZDxlj6EJ&4PPZsofZVcF7hg|Z7~buz*=S&4z*+4%F(WlFvMTc>S>1v
z;vN4IP%HXUT#`YWy)m<ft|Fn5P(f<oarU)ewkZl<p`V^h<}VR5ifj@i?&1?BG;ols
zUbFI5FD$d9c?Ddt|Lfs3yKnMiKI>z^t2Lh;=XF9Y+&aCN{ksT%Q5V8=pkI*kM4)uj
zdN56%obThd0fm6VJnlbb&!qR>x97uoKlUeIY7xnZ4?Aj&YHo-Ef)=&d8~=y+S4$NC
zR4V0|w4bEp)Oxfrru}SyXwG5@W$dzI#f7AOf+)ITh2I3EgI4w5&Tw7^O<j$02@Yj}
zt%?~KK-<Pd6?+x-9AoKjP!l}FZ+<J$nZvQ{)w1|K{?&4xZ|_vOj>g1!H9jEx7@bOE
zQ@LO%=`Lr~gzsFU8+1o-b6=h}%AdJOf9zTQ?ao$Ip(p%P%jr|=lKN9C{8LLb+1Pni
zsemu>?&W{fKHqZ({i*i$sU}8yjGo8R|B=<Hx$tgCAQ+Ng#~WB`cu?q+CEad`aheXv
zJkhroDqcIp-C&dR><IX^wx8*gH0=Q-TV}m!b4tQ(msRbjuJ8Z`6dCR{IVG`s0&{0s
zZ!q=temf=Ac>r_gS#O%1l5X2&yCL{M7J`YPuk{y^1Z{<edxjg-gr2~F3d6l*r=&~M
zB!UfU@goX%{g%mucFWqMbO<uV{I9h`>kTno&yLsPwKA0!`3@^=6rMj(D~0-lEVcxk
z6Asvo8jVr<vn*yhyueJAY}rYxDQc^Pk6vowA!Ao{G8$kmZiY;?B$rRN=;wqk9$+Tx
z=cLU~5&M*H|ER4@rl=2UKgU6z^8P8%pTb`+JGt>Wx5J)*6VZ;syj#C9R#3h%whhrg
zR#2}op{>HH0Bb|6%cJ9NKR;XAv*T{*9H)G(EWs(mWs2>iUKZ5Bf>UHzTHur<zd_w{
zL=Zj4I!8$my~OHP?UY2cK@IBx)bj+QMaUu?6SRG<>(f|$?Xo)_z;z7Z;3<K^3~O?w
zp+(dMr$W2sMaT&4X*%&QLwebk$-HdKr(k=x4p(>sd0iMF<H667BReb>>WH*6OI-ba
zQ%Dqb;4cXO@Q?Ixq5GzNtV)eR;on+nhGO(5Y@_6}RTZoSA!cnQLiarHJ&LVS*w;K1
z#MHX6C6&hXc7tRS6}8#%ZFbL-|INGVsuXnC32py6F0C%t0%fz9;Ci+QruiItp4d+C
z7hX_r!sk8fvOf1O7SGob1RmSX66*rrx9w*2b%EV(%}2S_vRmy29<z(Zmqx7Zdv@4U
zfzq*5kpvu)I3M{{2@8nJW(IA(BWC#O^iMsqRpbDmj`+=nRB{j;Z@+9=8)FAh5wQ#$
z42GXG;3Ts)?$_VijU|x(fEt@PW1XWD3h%N^YK0Uy(xuO}Tjl+u#+Z3+lj0sRJF-IJ
zl_54mAB)6B2-;jZY7X}hg*{;<Y@Sz8xWsLSTM#3>4+XAX7K_0RRciu0LTryw`-d1`
zM(I3fWXWOZQtks}LOh79U6k@uTk(TKCP$pOHfWvZ&5j+ZQufS_qm<?u*iI^e&kM5T
z?ivMcmAh;w?u4E&snJVQq134WcEDgXZS)etT%-0@N9Dc#F?q6|PH|dTQ?A%0w0B!m
zPU}Qj3fs2|55vq-$Q;Z~2E8r5LT&mIikfX+ld4A&pL{TW_Z;&a{WgPR`ro-2li_gz
zi7R$P%|92niytLBx7t_9cR0uEGB*u(?RP>o_+z)FvQK3KA3Y)u((NZ#!gIF!O0GHv
zUs>@*%Pi-(u%(1HvAV7%E{mS_y;0t8^L~rfg3^6jzD!gaKctF6#8MqX#gY?yH2ufV
zAPCJFt2u@?M9jv?(_>wG@@+k2G?>Y|dqQoJPN|2Z?)#9N%YE4!%0277{TmeDv{yn1
z9mLYN>s1%>AH@0Q^d{$K?S{g);I$|~{$1u>S&S)Ip&c}_HA=Xzq*#hmvtESu--Wg&
zeh!zBg4UU0I+x<uf5VIr#n79=n?$bve6_38DYWcT4a!t))vcJ_Q`^QxEV~;d^eb63
z37C~q%f`7Z+vZAtYwIxEr=gG2@AFz#-+1q%@3Zcc?~Crk?o00%y2(JaAx01>!RlOH
zwy&(?`1{sn-_rg|IVtnf==k++=gljRUKI56SJxs3uTh*j%_1YOL7Ya-iQ~z4USslN
zjQ=h_8?)7)2;4*8Yt+RV=XCNJ(gN+So1XMuSvFWC(~Z-`(vg%(>Bey!iEW4-6#mfa
zYqEIj&#`2sC#5?82e_8FK$<q&9|qUfD=fFkB^m3$;i7_dHF=BucOHzE@fOVhB1TNS
z7!f@R7H!{j5v9yMzc%B{vFEsc=^&#ZqtAXVDZvb#dkp&wKYjpqANvi1vH>$c0sEN6
zsBx3r{klOqK{_631sMf|K{vn~V1EJNgq=DBa7yQj8~1Obm^5zHZ#EBbQAeE!xctwR
zI}W@hgB7=PT8tRCmqVQixOJS>3epYIjTpV0xC9#WG*HH<lWa&A^T%B=P{#rw+_OIc
z&$P0Q?ECDpCJ<%_Gd5K)YcT8c>}W6z^}h4I^APKe_l-AoOy?KPI|j8Vf?37nWLl?B
zs-gvUNhu?fSqPUhG5zm7az4&P5sOx$(pYss)Y_=l8FhLmoe~;-0x{jrsJ+|J`JSM;
zjEJvVxBM5(uUOIJGM2?e#mYtGD#@C^@qogqnq}Iw%=?OMM8C9|{-gfUSq)fMpwMBC
zOv+e{*1l;%Fr{(MVZESE$f1c$S)Ri8PC1;yr5SxW0P@`Q!uP8hx2l(>FtB|hZ{mQm
z^uBvINwUUm+UwH!ZOXB<mqu(s(iE$-fTWCCyvO8<T7s3m8hcp`-!p_HCF2f-J*J$r
zss6rAW<bhEH`N6VWsp)Vop_MkYkB}gG)e9KHMF%L;8~he6(SFjkJS~^5hH-#+bW1b
z-rFqzO5NPD55kU%rv^twk1vle??~<&?i+F{K#U>A$~r;XL3moDAHf8eOy`OnjK#iR
zfIn^7GG#cY5ZO7?4rB;5q;89=eIgDbdl<_gv)@F1ZT{Y58DGe^Q{#*~P|Rek$iiX!
zW%E}iYQ$z(CdMwCSHmoFyvL@xXa$$XY7VU-#=tXCNPbe&d{IwBu93-jp*q^G*hc-c
zU~;yyypqZ6uaGi1Jw*jEpUz~FKA-BVDyuf?kWsTXE54e~+u~`RS^hG!aa|Ncm+`&d
zf0Gp}4AEQjXxc+C*+24kn6jhA%&4XS;@3P=qfTbnQ{!K*5tX9oWLW-2==Tp&+C~DR
z=y;T9hPZjON(MEvYi4)U2&#v^rt6!r*6-*mb<!ELRIKFC=9duXQfIU90aZktiA{;A
zbo97bh<D(#XK98Mvlmx(WV2T=>SL@P^{%b6w|58aviE=Nu%}aJpW55}Eg(!7@7g!C
zs3v0$W*4Utr~A-&PkGIK4SThQ;6r#Jmp7zQng084H<FO3*Qx-icd2*8p^4jZ)|<z1
zR>fclGMzMWl?5|~<!>%kCT)5qS;c70a_z5+<0zJC4FLTL2U?TooH>(~+B0=8CjZpH
z8_97@X1TQK)Rggzal!pCH-)y}O<x^<mHzrwal-l`J*MuQJg`7vmqb!wftyxGP>K1K
zq3f?+EJ5Rt*>y9V9t>+=y1G&;-LPBEzSjiSgu2qNeJ7>%eToT2rCQ5ax-HG`SvE}N
z-Racj$b&qv#aR(H^fcMT*v)u@%=k&;5%QLR(i@4=8=2A@DVc^Z)V?&-kT2Apk}@~4
zGAA)ndq1Q05~A=zqC9Y^HTh*qFQVi_qvZK%sNt!o?<H7J04yibdU#=a3#hL2c&_FA
zJIX{m%9MjyE`wR!QQX*3+;3Rc)Y#TelDW}RxyK0txN!pR%+wNS)V)wLP|Vc55;7r@
zQBW;ZFoV=EXaKlYa_lb@*k7QrzhGm3N1~R%q3$J*f*Om0lE#MC#Dcz%fg_4UN{m7J
zE)Ca;iv3-Hx_2WAiUtdM4h#A$3hFotiZ}`?D+)?K3hMC-Ol)b}meMPNyDy&Abyw!l
zN@km2W?Nfkn{Q?t#^lm$W{o+A;pKn>IdJ9KaB?YNa_NQBaK!X){D=c<?|N=Xn|@Rq
z1nS^GW^xLVlb^xVNp*NVH>?eUbzp^ka4?XWGnAR5#mTS4!B5$@&f=Mq1G~5OzP}!z
z_Ac=*|DJhpaG061C;hx0``mJPKtQMH`^{I&*U(qj*W^9wMtYp#dHq!p0)VJOBq0hA
zS>DQ+lkM!BE?XzDh_)3{cX#TkspVQ>enkBpmgsbg362RD;70QO$HBozPR@sTehva`
zPm++{9+190#tCO_$mz^!IttjT78ckTRUC+SzO_d=nsK^EiA=gzfOI%2jtkN~L{eyz
zuAwFSrGvd$rGr~;EH_|j(+Y!LGvk6!5`>68U$o6>lL?L9^r2<12eY6|_}^)<Ra>PH
z;eVIKBu3gajAxasTilMeu5OI0xmZ#VSzBD3A^24WO$YTKir0NwnYPAigO|qVt>Ji7
zW<^8G_UuzuLRw;nrK9XVEgxcm&-q@?1(G1Sd<FM{@g^g&pXAh+jBpPK2tv2+o47l|
zDBND1AB7u72Hl9%ytcw}uA|k!jA`*e_dds+%kq919({h<9+NAIhX(&|FYoiOTbPo8
z$HgE4rslA+kNr)et$$!rLDX(rYAprAeTrekxRltGd*=(Z>{P4`h&KT=IOYPf)P7;E
zolv<#WA$<5$f2O(xiSCQoYH~=?XJPEQZblPA4N05v-4!dgqH~2vqcHPe7<XGORwaU
ze9kOo7cPqv?=KVTqpgfDy92EOV9LU@cjmVo4*9Ht*{siaI5%>rdG`A@EgWX<^t|y}
zF4PmcB(y7FpO-sJtAwC%6YE=bTAy@oUJzKf;_Ibmr#RO8zGSE^IC8X4nJ(09;di`;
z$dL8}pxR33@m;F_yeKP$AyqZd<7BX5W}&K#juTe;cVG6E3b|5wdOUlMNVCs(XM1+G
zj5pZ2w1jM-W|ljUtz}Aix++_a6Z-LmW7h_Wc+|TSsSP<#dB<a~<ee)A=dp9Fr;vlJ
zqINLT;b!RjQtfNs*<}|0`>a9=kdmduE}%wik_VCl5LJJ=TG)}Y9uRR}_#?KoX)qAB
zK7mS!)a88>K2*x<VR4eTBqW`=xW*fT5Kg@(Buyw8pjHL?j#Z~p;QG{3x1RP#$m_hf
zMEssSS7-Lsy>9<<{eHBC5<}eIWz!JTGWM&DFTjuaR^DJX<Z2Ib^WX9zZyk2sRPMvd
zx4Jq=*Ys%1%R|q?9p<H2mslrvXEQhp)2aJ(sN%dU-}fU8+SGZ)xhDU4OodANfbNMt
z;Nh8-75C@59nr$(lJnp%T_9Ql`-|`CFf#XP5Xl-(b&>0Pq>>>)*Olb!ucWw*7t#Ft
ztow%663b;Z@5xoMmz?4V@sUB}O}xfUcR-(38g2%w?}GosvyyNR=G&TRkeaFw`*Vt<
z_eQ|><-?FPV3V}fdB?fD&KGjM(Ka@{7?-Q{`_=O*C*enrnB5Nfw8i<kiMyfez{bhX
ziN`f-rJ=^5@q-cZ9^IV}l-K^>I;X!WYu+tD`GIi+)fIO1%m3k}uozm`e6Q^ju&?r5
zqO=dZTr;^j-<#VH4AR2=!|5LM;y<17{`g|}jqtkMhnmS&br~~-T}|M_H>Mf2Wp?Yk
z4gXi2EG~OBt0$rkV%Ud=bzL^a3&W3%**txvU~`~vAK!NIA`sX?6vq>1)uBS3CAw3e
zv9$P)hV6VU{gZ4wTgPIz%G?<2%Ve%mHu`Eey&O71-*etr{Or%<xtu@pXx!#~8GmRz
zo#*EocFxY{YI=Q9_A{)-N7TFVu{a?ivNK>J*11Rj{%CcJQY|xhB$;V#hf<8gI<UY*
z?BnFhBBA1-bJI)nRrKM7vO4(Y9;ngXZFxOEKoJwL*Zj0qz~S5TvZip^W9)w@jjQ|d
z*4#6lu;H%oP*eN7-5YIMAim^vv$y(pqJZ)ysBG`5pZ#Kmtf%;SDcn1N<n%w6j=S~W
zOo2h(zGo3z&P2D55eXwx6She0=Rc{GvQJo;FM@Z{j+XO-ue&nhBb|Z<{M^lLLcACL
zYOs3ekG2HWbGY5?I;ZD8zfZHDSCi`)Tu5`4$CxRHQkV~u^1UP1U(rAMma6AM#09FE
zz-Xls+)@3L;5CF3XzM?xC7wEOAL)O62V6%z<FX!O$@cLwoWHzR*B=hajl*occ&vmh
zUDB@`z4X66Y|!1OA6~}WIg&S;npkBl|0Fwq>vppN+|TG1FkR;O{65Z~VOJ7Y4BS)p
z*XUK7=5;uGc{+uzd-r-d?*aP0lnuKk@PJMpTh{gpjKyA?JWSnHb&tEAhbNr*REdJ!
zwR#(@3k>-J`p@Os>G!+1sqZ$O#4kLXzBys6Hv0M`J+8=DZv6tY9~iwlOvNWZzle2u
z*dC>;>4?3AF&cB9zM)1Bf3liTOWxE1JgwX0YKo5fW>jGLX~jLh3>gJi4nCLOQ?4DJ
zQ@U(}&x$0?jUDnAd>*_P)y5unW~+*5(x+_wA8VIERz&E=@Gm;Km_hBA>@OcDji=)W
zSA`=%wPGTCrvr#RbLP|dpI%T)>0djwqo#=2ZOzpB(MUL+-?3#qmREgws}|RLb${01
zm`~qOMc`UuO=(`(Y<PZO(G>^pM|}AQqn`f%(e~DHS!~?{uS$0+-QDoe($d}CBHdlm
zB@NQu-QCjNqI5_|cQ^NeBj<R|`@Z*{KYo|b$6?Q&z1Ci9$EfQ&YldlIk;&=YJZfM-
z3>gA8UPcY|q}&!(k5t0ViMO9WDuE+C+s<UU8cIJLUZf=so6cWl5^3ZOCTtI}X(sdH
z)ePlu*yL*^1qBW1Wsn?;#DTYx<N|5dtJgRMwYgUdZX0`|R}(BLS_CVNVbh3vmlL12
zEwv6^-TVF8l<%Fcmal}1`P%6&Qmr-)^LVuIP!sNZ>oF*1R?pv<-E42K@htJ2?DZ-S
z*D5^x{I-daHo~qTTTl$WB=1DB!&){&xB($(m_#JLwEx;k_!J^@N#OxO8{1>cif?6y
zP#oiM$cOPua>QG^Px?0~xrI?N6qX;g8V-)eUbFJFn$LG{Oom~q;~t8Ki~U@Mn!rsw
z8(i(wc6UC_XT^2ZyBnrLvuIv>t*Li*XQy+0?$5yJaT}%mQ@Pi)r)90hRHyIf*PMO?
zcSH{YckOrK!aO*~qPrVs5V0*D$APPS=6>rpQ`%uOfPBlVwJ%F}E;d$ab=-TVS(_)+
zf@wlD*OyX9F6*fV;}<!lX^Y<nWzT*DjWBFJ45^WgB+}E5ydA^Da^(m}1--uX&?$-H
zx>|<7rNMfz>ThkDWOr~q8r^Y3sNzAccLlx%*fmLA8+sa(YxBVUB4k$cLGsu<EgMb)
zz2T~$1EocX#cUz+ep%w@K;1+w&(X*>{|;%KMDZ@`(eC=x7xUY>n+LrErMuT^9XJKq
z1s;pb2I#?dGn4bt8f6i4jy#KVJgrwwop&yHq$d>G2t%uoQG-@It|z>zA?|xDim^1h
z<EnuE2jH9b7B%%{&uXaYbi=t&ZL@|o@=l4DsMy6v5-UAyZI26an=5wGxXU8wv<9^a
zDcX$|a}0RQbK+sA_Fb=OUcCf<r#NPN*g5a5`em=N*G|bt?Zkng;V{V(H9JzTJ-8iz
zmeoC;T!A{aT7hb*{yF@zRclg@uoItRv@;X8nTX@uKv@uULdt0|?68dSStOlR-*ajK
z3_eM8@N93ugJ0U+X$omk%iQ(FkaJDX?D*9*7>H;+I1=d_Ty|Q29e+6;x~_zFq#6?6
z@sJKVUdf}^Oq>cR<?7{@x`Z4=+R|R82RADbE$7L_jSr5X;B^DdHOau29iU&dq?%8D
zMe`_Ab+@_c;T7Ea7&g>swk{}UVQE{tHc7r`)ii(H5a)sC8aLBEWlsn5UUNgb(QY01
z`7jWK3)7SmXIq<;@$cs;c~Rl<n$a@z+76>GlLlKW&Otb=wPr}rTUUS$nZhY*xEgjS
z&D+UdKY1!nhcxXuv!AU56f3FigK@Ey;T${*m1egT#nVw=BZhhadlS^8hIb})VVVyK
z7P<GQjgG+$AC3(sIa3*J4~&Q>oj#(b5#<}T6Hk2c-`ix$!jZ-a1Do5|oN+!7Omsd#
z%Q3bcF(XHSs%}(Ts}#M$D)&?aqfRGnPZTZ=hHV=r3iC3>)kOtO2Mlzy&G(_IFkxUO
zdJmB6K~5odF&oWGgs(?7dQtjP#cd?3MntM*|3Ka?{DHY^sILor$DgU0&UUfs_S&vN
zzDYXlQ50-pnw<|{svM*g4dtMO6p2c+o6h(G)1Ie-UgNe<P4;ld;s&e(4r1lyM7&9d
zdzV?1SP!d1EXeLetJ#AJO<eY>!-T77djI(#yJc2!9TS~h-Rre6#$g9HhrZkZicsSm
zfpycey6v|IW&>Gq8WizcIE#c<x-I+RQZt5SOm&<*JmECP&a!<3J9-;?j-2y|1Q928
zTW6gCV#62i#%|M>?^gX!d!=`{S!ljEq&Sa%9FJY9ZB^o#H?VvEQhs2=@FC|LG`n|`
zKms>&QJgc&Yg&)i$^4b+Gi(NroNrsAUo5U4Vy5c8s4A7mU7eO-2^9<1kg=I1IV$GS
z7~UA`X3Z|@+3$3nh2CfH#V-87yw=;JTR2^}8}6rx%X~vg#F~c)))Bn5^riLS>XQ1z
z`h)+{1%{@gqv1|Qb#!?wdUSQPSP;x-l!C8v-U$lcE#*SS4;46VN@_>5alO*jGj-qW
z`puOl-&~bT9~jbdjEonxUKP77f3HonxoRrwX5A}szO`K^qg4*CA#7r_=bp(S^ZV$c
zTt>^*e>~ifwC9eqgfbsf^j#2#ZT(<_`GawzZeyq+eCN-7#n*wtbq;JJHH=Lt6#{Ox
z-%DD|DhLNzj&87btG4c=nNEaf=ZezwnOM*lxb^!QHtOX3lSa!1yTwMCZ=%uN1NIEn
zr|Nm_;`*gSxt+_1C;d{iu@<zCrPk_kbr<O3h7%f&J%uHWqTD!r{7$fI8P8cyFK*Cm
zXYUtYU;MnpI^m}Xg!x!D{U$kZ5r5w4aNs?EK?}uHu4ZB7RFDJAdNupt?F9GdWeG#8
zOkI>gGo3)@l)%XG^a{5ZO=jdcqFpjm-aUHhvrw4k$wU5}eXB;iu1K5~{M;ZPRAqGv
zUQYGBhm_bRqqTH&H)<@|xvfCpXynFLy-at{isQrl{06rZ(x)8kEu0$c7uW>Yepo@+
zs~;KlO#aB=U^@2k2&fb<q5^p%CGe>%Gt_*bN21l_R3p-~qE#Yf3p|wo6-*3()9c*Z
zZAZ=}N*T@bU8aL-u+-Kx4ygspw!3Zlkewmr@%;to7(7}j#FnqsKBH!d`q%9ai`umC
zgSP9%G!deq$xatvdlENn9TJOmZ|$v0Muo*QJYXCa8wnUFL}bOOxEXkuSIuqKPs5j8
zF<Q006x_a-p7>70Q~mHT2>Io^;muzBR_%zXZEP9$DW7ciIquXV(GGlTzUHcGxz2HA
zod4G*fjDf0q;ZGt9kqjK|3z%D)Ne@|H>TMQl%^>@1{A^?BXJ`dR%s3RV~Ix_89&u{
z@-FAKdh@=;opKcK#E9gKdo78fn0QF6d_qfbOi<KU4DnwIv^Sk#JEhB&(oCtXy1DEb
ztOFFbT5N8^Yfg6&TaI-Rhkhbq=_Dn^O-F=Sh$3=%9VlmA#UHimtpWnIR^1nheyI;S
z3l*o!yao}@gN_Bf`(PztpbP5~3yv2DlG(>e<vZVHRIijzf0<{@OM4KYO5+t>3(+};
z(miwY3o}5nvEGr+)=uqg4fvkIesmQM_R<x@?O_w+*oHB2<fBu;seM=Qr(xT~cS>=B
zsuIxiC->V8-raSEacGM!m(}l24iZRUT-R1uC7aJ|DCW4Q-uH6l>PwNbeD#i{>rC^I
zS<vfcOA0ssTv<6Y9z1XmcZ~zJ=b;3AV!@ejYAP5;AYpXm`rB%Hjw|D-%Y_$I4t9fK
zn1zhialXXu>cq+JpqQPlNhSuZ6qh^s?%qVsR^#3v9TeEk>0L!Axioxj%uFeT+J$=k
zF6PbzGu}!`DHl^(y44Zr#Lrp?_0Ys9>E>HU?M}YxE10F#=>-NDu94*C+S!h=#x}yC
z8KdEDlDDnJ80as=;!SVhp!F?2*xK3X>zY3mE#I5KK|9&#8^A#W@EPEs=^uZX*Z?dn
z_)kTA3pi+|-!3rG)BkmWof)6;PZ4G|=D)7|Qp3v3{?9sgRyM$2bpU#HdVJ<zI+*F{
z*_i&i_N0TEo`L0`I+*DJ0EYi)$H?%T-e0mz48K_m?2F}3Png*NzuRkPqibxYZvzL-
z$w?<FfUi!@ufO8srn%QOpKU=5GMuGGf&ZUXnsCr`a+a2M_&{Uu<$x!m76z91Kr5b3
z<c(eQ@qvA^0x!te=sVyuv9K}&;Gns=;h=5pbZzYZ7<G1bHYR#FXc7`ZX(2f1M@>&t
z0<?oq&&E>7(#9MgSQe0bJPKJ_*ggK{voY2+lT^S5FtGy1>#?^-rO$up6r8Q}@#*+=
z?R3p74S~H&+uNBLTj<;311IRoG#On(;2GnuGf90r-4DRV_$;h{DFd#OCp#X!c{WJW
z@`He`ojyLfz*_)410y{XJu?GvE|}P;=o!f9>B%U7eenZVmYuPs#XlM{0RYS_46MI3
zl(Dh=V6UfdgHJ9jBY`h$WNB+>t7l_uWrxpBOV0vS_2|yC6-<wAKARzDY4>OaaM0-Z
zfdis%VP}gEU}boA=MV26T?96e)3>#>x6uQ73t*)OuA^V>+W>`r^Z$df?mJ5-e0AVr
z!Dj(3BUX06<J|JwSX%vFPy4v49xpx>9$WBPSXcskS7&+}S>Oym_V8%T)3g9v{O-i#
zTKLTkeoHe;8+j{Ty{A>e_RBUwCp%&JC;x!WpACMRcL2lV)_b1p=aB)ndK7&g8-96u
z{69y6U!DP<;g{ln81kt3Sw{F#=6MMV17(<=`xTZ4;4}Z~lulTl5&v=9Jq@9-Jn*LQ
z<SlR%gyos>0l!ZE*3TanKldX9?B>^Ur4s^L_S}mQ03Yz|z7R0Y=($57CVb{!{ryAh
z@4G}o-@?$&2%j0ap@F6d8JpPw*A$(Q8E}aR=<8X20Iq^Z>E~OXQ*w&Bx$S&?<b5em
z#btD&s3_{oLpXKig3o(SRRtfW>W(KT6+gyg8j!>3jaUJaBc*N_Z73eXZvv)5>%iHv
z%`DIP{Y}!xrL&rj(nVWcJgo1oS@es%a;{r-Yntls;qQ;>H8ff!6W$*j(AB@Ojuns9
z5A2({+3U_!`SK8eD<{NXm@OlyINsJuGkx5;^e_|N7cDUW2oAVSo+sV4ufmc7akYO-
z-5?gd0;bM%COUeb#e8~J!hCvuhJeQI`c97>Gl|sT<;6qM9#}w*N@QSk!xH<bs-v}Q
z<O#qQ`D9LXhz-iY@5DGPa_nOw5pju6meEtOljP50ltDFoSSGvByOX<Q4Sitw*tXbr
zeIl9iVrNs9saM2^dziwuH4InKHsrB7Gu_?_b(jG;QQG#{d$Rpki+(XR2;p&TqKqph
z;dT9YRLg9MKR;yikIEMuGURzQ^&x+@C1Yr9$@b-W8+gA*{2Asa@p@g{TIDhF-JH0B
zlFMUd!Vt_;8_;Q~Oplw7W9VkwPG-KnB9K_i70BVChv-ncM4U=16-c;LN7Inuk%%lE
zdL+2Oiw)brIwAsKTQN>x9kFldp-Nz{kW+D&9ucR|J7C+GM@5rJe^c_8z@rid<c?ng
zwLQ-N-@PXFu5Oq0t{<sD>7F<xcj=ut75kPub4smL{5mMTo94tNd$f}a>u*Md_?G{2
z;K`^zy_>cj{F}9ZUU+ilFDWj0uHSw9>%u?Ooh<$<bw3IJ=KNoy_4lFVls?{sjEq9!
z?pV{uCCIP=bcob94`mU5&|0@fW+5ZW_8l4IR2n|>&Giy^r7s|$FT?f$x5<}xkR0r>
z80`%p#|DV;VW7fe<fOww2ZYGUfcx<aQIPv|5M-f7zm#-Dc6lYL73wCVAW#gGBY=!s
z{u)dNpHXj60<nR%kRGmih*MD)_%NMwVTUJKf+`oR86BgvltC%CltF6pkQSy7%m<1=
z;%R-diB?gAEjQjXkOYFumosDuIhQXN5I*>?LHP1SU?k$nxPMm7#EZD+HOP18y%9Ai
z>u!I|-j-T`>h7K9U0o-=hDB!YitgGgUW4$;_)x+X+qF-8kG7ZlSZ*(n7n4&SwaXn?
z41Fv{cYQgQ8;TsmnpD^4H5rVMQVk5gWg76omwM-7MDkgD-%cH2tvWW;F9K36aPSk;
zKsY}9J3=E8&q~Otj<1lS=JG0Z!O~iwt5GsWsj?sMu4DDc0(NLe&K&Draj<0|Z;<6h
zq$Z~&`vMQmT|5nJHpniSv#3H5F-9KFfgU!Cw#Y6vizmnrYwvqF`gj_gjzowoWl?k$
z9G&9TiQ&=;66g!LIEQFH`;UH8K>v=1yRL)}ms-$3U&zNfRPyKnhlN7GV_UZ~+)m-`
zLs66o-Rg(dSt%xZK|)muh4*t|2XWZ`R52BTZd1$>#HBNr+bw}#zrUC;lV@U-l!X^h
zruvy9>wGe%u~7VAjTtta_`Qkw##y<kmvv8OsYcWFqXEzNUIQJ+(cLD4It%zgInu&`
zwlHzTl0@<IJcsG2CWmf!&T53c{W<-_Xbpv+Dp{WI)M*Cb6YsK(OQ&8_NLL8%v?n_{
z=e#6VdA(8~kZDsa)=_7u?Nftrr|V2ILF@;q&M8bP0$-GMCYVZ+lX8;V(yHxUqzDF1
zlgMAC&U{o%DGuNTrBYqW*c&XOlyvTRGkXt7t}Lo1dS+jA*evo@&adi?2X@%r8~hB{
zTQ<KH?9BQ@n*G*E2rI6g169sS5&T7cj6yT`fcrLX>idJvuczH$gUB+k-zq`&?N*Ce
zzfbtUDGpPmZy{6-_bP0zP(ksEeGn{GAAe0-r;)q})N^3hR5H#uL4=;`hHygvC4^Q%
zre{2pCM6j7M){<n<mgwX0*RO_%0Wihnd(d6f5COUkazEsXH>hRn0gb>Rf`A`pkrQl
zPbH?<rt*puiFRt2N&~=icK9Qql2gg_p<GfAb6}gc-quosv7T8jo!(ePzb)Sy0KTdi
zzpdkYcg)?HU4>5IjdnC1i8M6Dd>1O&oq2mvw&%4hH2$nN%~ydA6gqsnjAYM<aKB9I
ziUB(J2Pkg}Ty-hRfglmcjQ746y9%GZa;2@UAHKR6VMB)Wcsh5q>}NWWqrMo4!4fF-
z&MfWfQ>42LDbm5&W19AaG=1|n6Wf^y)g6<){#*ElUd@EqorqL$TGwSglGv71A&217
z_N!u@CbZ#NTrebsWVz$yo+w8^z98db!g;9tax=(AyEuWpKO1ZT0G;aV$sy4}e)ijw
zFckMhTj^4OCDjYy^OLw(N{)B5(Ae0Z(f&fM$@+|eZ%Ualn6pIsz7T%TwVljWyH8LE
z29THa;ay5yLK{|gBixPKrpTW4N4*NC<X{L%3PIDGl3??PFr7v2@~~wQ)cc+fs-G5&
z=CWd#`m)jIZiLuww5U{zhJbozB`Y-1Di%J;oAfR=A89;s6PJJ>mR~_O=o6Z6TD?>k
zeoAG3#U^g#bu$w@1y7XJ54?r5JDPU+`ao?wPJqgUi}07V6h;D)?+K0ran15!Ehq2f
zathoNaFi00GD;k+YSWZ4(?7osh1bjN8|4ISMCmZ3$R*Idg7ojrF`!<16Vihmf+E{&
zg=5T}l1+EKiG<6Q6Hyh#-9NB|Oq-K*dA9r+%v7xxm5!Yhi-WY7nb1M%{^!VYr0p@(
zh7MI7EJ%+wlULMz4tH%6w|8%Fwn8JbhWnRk2@X<~(b(mB&ir~<<tpQIitkcqdO!11
z<0?$M$mK=`>1|pzPe^{8^axuy$-HoT&%=Df&&brY>S^)zG;hI0r#JPkagAMrj_Hj3
zR2+&E^0Qf_K-h(t{F2ipm+Qo?i`mO>W^CS5%dr)OP5TLOd!40s28st^W_$a!`n2;4
zvEPLq=9wgN%$Bf~bdc1~nk*;Pz`uzjK=_7>*PC@@(;o3M)^nYRmRr?)29ylJ`808e
z?xI^cXB>y<7glQ9>*jS<v((NqT!=TD1j0Jx9yGf5SFG_C^3bqrwS!*fsG6?U4O>r?
z-IRJb8SEIS;KVAslt-J5FSg^?i!A7<f7o<vj60G?_|j?$k6>lGBBqEJyUSGF1W~f5
z>OrHl&6STJk!>8ry->2#nYedzR{-+hoyox|BTtLZma6K0CK1jCd>j6BCo&e4BG?qc
z^a>a6+taxd3z$pTTbZljkMgE#6cMUp#Wd91)KMh!-tvKX6&0iVFSlV>`I@VtUJr`3
zLYeK*rLJquyq7Rfa$&>4yroJ84{hnZH%%ar4KUM!g(U=agJ1u?=>e$+pG%`Qm*Fi5
zaxz}<MnsJeQNh!8(Px!I1^7?~4h~j@UO>+^&R5U?*uAp1#0r5}e*8yeBh@(wp5k{G
zr5NA}FW2Muy3_X)$Fb?(#u@3B67fo&^|UqpDED@8U!3>a#bIfg1XqW6*~EVnj&-;;
zPOGhNaE1BN#6~WMzLKXoKIAQ>(;I!FtK*VbThJFSwOsiYj--KKC8!{fy}pBiTZU5Y
zG~ItV_Slq$C<c$fJ~Q#tmT1H-QXbXYfX{H8TPWlxVQ^m8=nl>5ky2ZK+hQO7bt5ho
zRveEzZkG7?T@wdOspTh;60&WJbe$LWp))h;@9eW=GqS*DL-Q>%WLQ*8%OUT3k%OFQ
zE52EV_1@J@O-V~jzlDcpVo==*7p>7nPRi}~S<r>2;?_dgbN4V$Rw*mB^l*$)vc2!~
zgGp(9=m@`~>ka@5X<b3K`PlkJn1h#!_Bx=yF&wW^Ee`YJl8N+tZP#}9NkgI3tp2)O
z!hY%z_G{|e0_nKjb6;z(FpAfLv8jo%$W(}C(-%#Ot;}H`9XIjp>>z)z!eEg@gXj+~
z(lDa_&<zrNfp<#Vq5Ey$zE87~$Mk#K-J3kkldamBPF!9JgD>N^Q;Dzct|mfxyrmGV
zm^N9eIebRA$^2Dkd9aOA_M_9IuHi>~iCo#xCF*ZvLg*OyLwpW>+nu}yY73fN^Xr{c
zL+VDiVxjj7v{<tX#s}IR<IAl+n{6|vb_{3581I=b6>3xJ=bsQJsAp0(Uj^eG5Ufw_
z={0flMS$q`Tq}Rr#em1?%dx;YgAf&_0AU<2;fVKCHR1LzrL^L=H7f~ZXK7-1O=~Xs
z0%pCK>fJ^v`-@5A$;-m`=xReIBCUDn^$GH^ev7^w;EXv`^YKZn9^=$ouD6l&#dVAW
zAC5ljI}v7CZ~C@1y2@~6Nk<@{wbA>7OP?_p$>HRoD?^+sAWZ5{+#vc9nrSr&erEZh
zYl!@Ehg;=b_az@)d>tlCBvk%~*|!-^KN=5SnJ1bU<yp=KNFuuIdUoH~fR~ah>X=Nq
zn^6m_aMIV+9!2Ti(qn@W+X@jJ!;~R*oR{j7W$QY)f)O(x>dcZ1e}dBlsXdzJM6gXf
zF*7Tqy;y2>g_xD8>o|2ON&q1lh4F%9Vk|!+I5Ys^=J0*#!@y*uG(I92hPXB$_~YS?
zbgNz!zx`cd2~shG38e!l!kyt=spR%`40{{H{_b+~j-yp0?%XOAiB%9}!nz7;nSq%E
zKi;I~jVa2wI;=IDxoa&)yBF*>zz-*c-JTP&7c6%=w^t+pXS4n72Cqt{&mM0jy<a>8
zL4AFh@@7pf2J(e8zfC#e`*Ja2PI+D+=+rTYR9YWtUkKUs^!%zxNpNh0L)_wu=J)!t
z=mAgC2ETYYcDU9&;Kvblu|b>97yPdT*f%M2sBAA86*3+Sv;yNX0Wa~s3FvCB=_WuG
zsjenN2Cg_jz-u;tAI69ebqGif78}ZVyYV6Qrzq(WjF=8ddXKBBgbT*5r#jSOn31B@
z30)%2A*!XwdD>c=y%t`}o?Wg_5Pg*QCR1^hDwYFYcD!4f{e8G=X=~H4;k~Xjt*)fj
z_9&5ng~#0JO9O5YwpJ%E$FI<(8Xr-;BB{hxYRCb*h_62(vV|QD)6gracQWgmCZ=Sl
z^XyLsIMgsqwS7wgw<Ud1m!Ax_q7S2xu$J*MQ{<}1w`K8LfD0IjbR8l%THi?RJ3Ko1
zBrr~h((;$N51ij2#u&>T+f%M)Oy7a~7T%U$tOv!flsGO)q{`I`VJ2$wOq%EM)bK(B
zpLn_jM?lxzdK+=tyVDdt7al<XfLKpUTi8rql#AF4-XYp<_RqR$oY7or{?f9(wRGii
zXJ_7g8t?&d=tr*mKtf&x`c1VUTvL)s0<g2_Is9VBzg@$Qa84wR1o%LY!Ut1P1mddw
zM)C7+X^k};Vav&(i(jK~JE>DNMG)vw&bl>2=Oo&h<QM0wm4^$tF#uiXns9liR^E_c
z*Yg$^Z41!U!riJhu%`)cH%@UX*!^4$X|I!V_rtLE;FG3QmVO+zCv_Ez$(tmL6@%s)
z>UP#1-@c&*xaxF(lqaY<CS|Vrn7uaI3TRI?+A)~p!QQ^h)ofTORxsY0N;bfC{;E;e
z84P749P|kebbd_lu7V-&Fu8*%SW@$hY+_se7&;tA#>KM8Tr~sDvtu*yK%$m{>sI_=
zV+asyHv7WYoE>+TLz2le@&PhuyTH9CI8fc=?JaeuUC(>$)x_CpWE%qIiJtArd}Fu~
zO!R>K1BK0m(iR;6yk(wg6a7lt<^W$*VmK`lL@}R*x<9kfw>P+&Xg0C5pw}x#-CuI{
z5&5`hWI6}Sayw%;7MiN#C(!+OJL){O)1@LZL={&=@w1nu)+2t}G}bTAacNP!rn8@{
z(+>^gOx+sR(B;S)TeIlF8aUF>hMyIte$PS`LCskUviqSrPddqk^i8y0t=3YmbM2Y6
zJP(Tuj+bZM1?+ZiSw|oL`iT;|gXuyr>&FGAqB==L5mM@Pt}s@^H8e2~?AWN@D$(%4
zOo@S4_gE#|F&b>-Ql(YWNEO+faJ!|wv)gsW3EZ|a+VQfDaw(gGoe06-Uv5qX{ET;z
z+=Q|vV}p*gokf6|xRrZ=;yFjh_DT9-oUY)l^dn|{Ns3Z1Tw8R?SHTExRSsG2b5w}v
zi>={kZw_#GEF2lqU4d^|ac@{Wz|OlC>>XC?o5t=!T;&OmVR<}~q@dGV0O>@U4@`Hd
ztGhpYy577<8YUb-ZGI>(!KXL9mi*-Lz+nDiNH>cxI8V$j1(fQf$ne2{7@Z}_ktoQ;
zBOQ(LF1Dqh(~+nud)k~SJ7QyfX7C1kLS;d)EjIchX20kHVvfJJ2pEpzOHT-r>7G|b
z9-s0njr$RgA7JHZmXk+lfjKMhid8YmH5=Lf9ZV`1PwQdp%{+)`&p4O-8Hu>F9Itm+
zAElaAS!+{eGAiT55fm*b&UoTme9(IOka(X793<r|4kw-vJi;`j<qvAI8VeR-usp*j
zdw^1#30lUB_H;Q()8LtoeExNduEx3zhnJR!oKz#%6k7TcNJE2D6BacEj!sLh2s4vP
zSX;4)N@$Fr@<bV)JEef$DYpFn^b$OJ-915bHT91lAdCy<;x660Q?+xMJ#{r=*v~Hw
z#{7lPJCGdf7wW$<I2hk<l_&yMN`)sNH(%(*mDlZcQfv+|Nz9^{z0sGD>)ohix3{YF
zn4s5J=#o7XUe$d->Fdm0*qZQ&2Y-zuYdfEidM5Ik*bri>Y_<CH=Fof^ywlXqEDmn{
znR}V~!vlxetm~&kk0!LtsGtsdHSAMw7MW@^Lf3RBkK{?@$icp3@kxgT<GKCqtT`8y
zuqc=JnTBu;MF**6`!0P!imh7+y}m8r(ySub;^`8GaolAz@M#{Y_;(yPsWZgFds^3<
z$2yn|H$N8MA=D`fmyyMN3XEIdSfjs7-N>lWl(Vf$d&fm+kRfWFhr8a{a+<Z@z`K?S
zLdj-rAPyg1q;l#GwKPn!``y;=j8AdrT)9P->*x5{oY^fQTs&C~GtEagC+SxqnfCjx
zf&Gl+0iS;4pci<m_y(VyoW7S8Xu|(yy&?8xIbMZ2aSMCHnw@h+laO3x$3XDjWV=1u
zvN6l@XqUo(kQCnf;VlH&_LSZar&|k!G>!XhU8&MMNk&`DL$+`B4e%pTrKUp+aLYzP
zlC4V@oiiNHc~XLggKl`L?>i3W!H7Ns3fRKz(%f@BNAvJfaS$Jr(eH-b6doQr=}|iW
zE6oB1%73R8@BRqk{}H^W|JyH`KTaPb`F~IY73udT`g(T2^S{6WkhcI?g`T{=9lko9
zjDXOus6L&%{d>D7(DKM=fD*p~(QN-K3QZ@eYiDB&qznvyv*DLT|E=;@Pk)83L0$lV
zUj8qq9|6d7to?Vmz(D^Tb^i@6Fwj54pl7)7-vjuMqJJv=S8(AE&CfEAaN(I6{3DA0
z*x_?CARBmQ0RL$9J2LriQ_0A{PRqy+L?ZxtS{4QdrvLZJ1g?!|PV_(KkAdwG*!@?I
z@P9Ca_Muz|-n_8>7dNkQ8oa(9TU%uzGh16NCx?K%LjDABLSJn~qZa~~oXD_T<R1MB
zNjD4$4Z{>l)5xGJ!l={tHRaO}g683|f|A2YP^kE-9|c1{P)u@OTYW<EX$bPE%BNzb
zn`_!DLLTT@&s+a`DqSy1N-V|1=B(YHH6vAz7z4c_V&FGB)y80h{TZ_WUVP%d9Ku)P
ze*VkBeG|o})_nv$m5}c@Gh{*8Nr(&`R`im?F-UaY^nw-tYtj7<pZH`R;iMFBzMm1)
z<6Hu_k{)pDFtD=IvIE$efRvG$7VwCXnb?6d$M9Ig&P>b3{QJ~BaW$Z*4E_`Odt|FZ
z_)Ng#pOYqKY-eMspzmZS_`%rD*aC<-|FLd<CtQEq4Ub6piDCV|8~)^9zjnhTOa2ek
z#_%Niyk!3!YGZiP{4Ddocf(VM&&~elZg?8k=T`qGyWtta{W-9IzncN~%j4MpH>&o3
zup1P^c@Vtm5xXzkgRpds8u;(S#J+X4g8?@KIc5kz<<rredMPM_q^nz5S?gd4^s+vC
zhbqYN*9`|N$VzO;V>7yUPB50H09Kl2xOcC*6%hlVJ}MYT3-NjdQNVsYxkME<bhefC
zk{4HoulZo#aG_yuxG>xJ(YvPD$WB#tq1>Hm!BB#LjV?}xfTUnqidgg|SR`~-J9qWZ
zPfZt%MP#Rt^+Pi*Axfcp$5WtaN6q~O(~>?(=A;jjyF{z>cKY5T>n7Ou!hLvCewVK{
z7NpYu$0m8Ap3k%P_qF(Z6aL#;{B<Y(1NQ?r(|^PA3=EH=e=7ZVcjhNz`z-VSBldl=
z__?3|Gwl0>vY)j+V_#Ol<89%;F3`st!e4)P0<mxSoY3ccZV$pcV*(ljwq1)a_Esu7
zW@S~XyQB>vK0nI2so9W)R}ztHGS`6V3DfGA9`iiSh3-WbLD;>4Na_j|MLPwhh3<_a
zEiR7sH`m-x*mtyiR(ru6WXa6GXs(Vzes^K@^%UWVO@Add61!_%lN#!v<HJ~8^f-;8
zTz+QZX3rnk_ikn>k|H5m|IN~|yiHp9)UZ1n!tVF0`ZY?~AT+b_Z-!jg;ge%i7n5T*
zQ%jmZccDUm8kr@=L(R7qExZmWc*4G;kJ#7VBjySF&WH}VA@4%>PM{NI95D%rBtjfy
zG6=m}HHM92LRb{k3-Rrlh-b=jKBUFeBW79*?^hH$`Jw3^5;Nw6DgV<Q*9|R{0U1+T
zZ(x2j>zAa2>=>uhuj*s(_4X#CkVs(bsF*($q9?>b4f|e<lamqQxFn1Dg|pwy2*ySv
za|B-Pl8}7dBEGJQ5}}QbiXYYbJUAeJYDg!mx<vx4`~aX!?)rHC8Ci!T@P7A%Pp|yy
z$G-x)>xDqb`xgNH3kd(67OM;YI{=Hh@h^JC4KHfNP3qMn@f}{ZMh+idtw8QrKVl06
zvf!t~GY}@?bg(@9ol^e=n4b{#U-bEc=3ilH2kEnar_S|Xsf!K%S8V-=vp<VSKuYKm
zGAhp5*LR>Fl4$uD5dJyBIiXi{Iyoc)`7Pav3iA|7A~-TsG!jw_-*SZWF7hiHAk+mG
zWuXVst@{377%<a<=q5C=GxIs0EK&t+G_q)YyArCW*U-GWfp?$1te^1@{q;iV&V|7t
z#n<4R{X@IDI<5%~HUQgGYk=*~59ed(*!beAr0tX(3HK5J@dJ=Tygt}=gg)+m>TZNh
zcYH=-9{gLcp|M-f<ESCzJI_-H0RI`ttTe!t8a}M=<+()8A<`{sc1sK45?g_K=QM{_
zp&O!zkEz<~G{2UKGW&UCoQX8(*B^<Q_~%h^CYDb{;`5le_hG(^<%^Uca_ate17aF$
zd9t{m*2rJ^sUkIO^5$Id^BT;keFetEG=#Ec-9fDpk@=`zMhmi`#R`d-Bz3r`H6Ih!
z^FaBnV|Le-9k4st)bFp%yW7&0`=C%-yW2o-4P5n$ZUPVDw=uy)WEoV2lDeR(f#-2?
zmsA^E!1E0*x+7&;gJvJ#b+mA%<2TGmLiPax4T4_}6BD7bW;;9Q35}g3CH-XYmUS(_
zfF2~mWMOu7&O>LnGuNyN*?)R$t9(HJF&jROi2+CG=D>t?ybU$*Lyk<KImZ`un|jTH
z5Ss0PQe8sp;U47!iRe;rbc3YK1mhr^_!T({y3m0pNn6{x`(9@@W>ckusogxcJ=&#e
z{<|@Uy{&{hm9#`JF3u{;#JfgzTJeN@N)V1xzG{=wnY7tunS;64H}}&Pvv*U2OcV|I
zsD@eYg$dllu(^IB6B?sba;fiwCw&@rkHtVl$|<|#0|kDn#Q0i{egQXSy|Z>E`iuKk
z{lR^4PIBEoYW(89dR5xYNBK|Om+^`FCjFiJ>R0{2eY1evS85Obk^8zqce4vvFRRac
zl!X6qndGUw93k{_iqp@pWXHWBa&5hAy%3*3L!%bwRoqk|z^|Gh?Do?Cd_+w%^tl0P
z8~{0OQ6#7MbAuX9CDtqA0eV7EmE?tjfwoDb#Grup)=U{d^G*433?=j@(TN;69V>WS
zx5-m#$*2K^1iDJj&Irk1ZGA^@Y8mf^G)9ghr_bvu6WpfE#PS)HnU``^wj(Hz#>~c-
zgJ+^W>2_}90I$xIY-+wy6z*tUN6p^YoFBROIEnXTp>hy!G#fHxU_n*t8yhRqQcK@Z
zTR#Y1$sT7%biheik1f4v7K6^m%XyJWGfgN-ta0?}9ohgC<dq8f0CLgo%0(J}{EF+K
zsGuqm6oEnry-$o7VC<BFcE7b27Zc)D7K2WzRY?;$E;N{@?N19rWj<Nu_iKe{AA1z(
z!yPcGd3~8-aAd<cF`;=vu{E{_2VH^S*G*I^xU9>m=?VPK{Q-U((1uH&!S6oV!3UXO
zgJ#A(th^3qh;yH~ciXS5(dG25%0%co!<(}{Z+CD=T^f&YH4HSDyg1x2cQsL2IJ+UY
zIwVbJvbz{mWr;Fc)`*g24D#KDku!g5XkPd;O|*vG=Q!xrYt+}$idg;QR2t_LhGH5g
zg;h}{NN0V&6NAIBubvZq9u40utD(GI8D>oSuI<q~<=YNMUdQsK1mAt<@863^d`Z+l
zmdm1qebtp8OJ71}CQL+GAR_Lv`9vv(bmV=AG8KrPEzjai*C?FLO&7{PFq(~WDeUOx
zA%2Kz@goi*9Cp2WF_O-C<DH18{c_4N$w9Q<L34zHaUq^TK+L*@(GJ({UR(@#{s%$F
z00#LrG~9#}QTha_f+4h*pq;C7jBjjUg!G{H|4x22e<QzGmp_5z*Y+RecPFKjXk!g!
zq+Q7Z13ZMs=oQ(WxSPp^8)!J1Xn~z+{q4t!1P2NFG@4FpXBlgZQiF+I`NEX#gP1HA
zt)5b(ERhE4&c3tEsW{J3EWGx0zL%$gchlHm!(+SBAdOqoX%{<QDK6)OpEs<U$G&Y$
z(~%tFi&P3CvoBIfx~(o>>`GQ0RDj7;ErV(W$oCZPHyW~3C%N5xFI-HUo=q_y)Tpnb
zDU#l;HjfvZ$zU&SBdp!N&@QQg&5!$ngXpf&p^E};9|)1yzLg;D?Uxl3ZLBYaKA$4`
zzSnaQCdQCjKE|yGh65+JreY$@Sz|?3{6jgwZR$)sj08gN&ba>wlC+I(SPiSyRBFzB
z!SQZAp(IJyUSn}HDd$7*`AZ9LpKmy|g8uGht{6P$KW+ln>%HVrlnY&2KWt<ySXS2>
z-qorUOr>)JB6BIO?OIF2O&vB7HsEhzf^e<)B^x|{I2l|GGit7syG)c1Kat;F0+kgI
z-nZvXgTKgc_iyBPkuHiP8AyKVfaJFnNPf|P<QMXh{6d;-Af&Eq0LkxOq6-@y*6kYy
zpPp3Rhnk^?e0~->aBw7VZio|;QyyOih>15Pdot~rURRq6FvK)Skd$o<2W>|<L-W|f
zL1CfOReE}N@W$SCuzPfm<QK-TZl&&t{F>gmO~HZ`zOWrSelO!VYy^v*B3?~Dg_NG_
zqW447N`;S$$8w+d9DYvA)F;Qsb0O<4kH+cvLtYtx(G8B9nY}=+zKZ9|Kgq8Hko;c!
zMSd+7F_b3}?q=2=#?r!7;PBbEze6v@+p#N^rS^{CygR79QFPSOJ05BX!V(TmsUEU-
z*}=^jrK7=!<^EV&Bf942;9;V%gczwN{cVA_{lzwBRpo{6wp7+TVVG(x*#-U#v+_wD
zq}y;3)FX}e1xu+?0cDn!X{o7p*r-PDE5Fi3nRF7fNJfQf>cTU+H{;B9E>E&mXe}&0
z?9-O4-$ufqz4drVNV`r8zJRHJ@E7kp>byqUdr`u+g-5!>{bkcc)8x>tge%Z(59~(t
z0K++qbSWu_xQcCKvt~M%Tf6Fpu?OsJt^%s6i;<dGF>krf(!TQD2-|UhUhDWcf#(vn
zSvomvG|r7~LdFYLdFoeA8Olg3S?B5e`-yj|Md15&YzIlw7sD?nUx)#}^03}IiMlzO
zwh#Q4!(!WH`rMcWLZed(IxuC&D&4+O-dk#$V;V)u%$6zM>MR3YThAXIVj14&=v9ol
zx?{ME^$8~iUD^cA>ty*B3laIO7@q@rU0t%7Nz-}1q;RF&nliT{_k!q*k>C#&L4}9w
zbYDDt<F)JX=FTv@u^|~JTM6|>%lmn0?RWBdMBa*F#0Od|biNppI|0}!dSNBXn@SE<
z%!C$LnVY^+p*Pe-dVA6Fl3u#1NBDK;*n1`ZYp$BSz2r*jQ_^IHcnZzsj`^0WU<1*m
zl>lGemK0gi;5h0|9E?zYGSEpb?`;e>?~nB_{27?)i^^1Ew%NMt-&W?il+z|@1(2ia
z9?jx>u71hN5e2Do(O!801L@M<{9Waf1TV?NBvd!ZlpBiCgaSW@+nhx$-)05Tn}Z#U
z`b-6{0?nI@3dF#Zw&~d(Y5$|nLt6X<M(9XwCqKkm1UL>NxT--a`~okC2})xjvrWwM
z(D30C`aJg0p4@Glhdl%yPnK^b^eu}f>%9FZ@9<v@!<sFCE}FF&_R{MB8TBybY(pQC
zw?+fx?b6D=qse)Gsdf#sH?xprci4}NhvKCgQO#BW7F$osLh{8OuEUhP>)R|)2PA?C
z?49-DkWk~z&PG!YV?vi;0{ABL(R0J;2tLi+avz4gFo@;)Hq^Ou^sVw&Tq+ybkn(or
z*dlLo5l`?z(ZbK5TP9ifSKKi_`@BZ-Q6yYWc$L^e^^z#K8ej;&FC>5k8oe(E6)Ajz
zzr|HgUfiaA_h9rHL>Dg4tk#qRG~88}83gwfEE0Zs`d}fm4L&{t`Yy$p_`OLV=tmh8
zKl{i4ebQosP+LOcAa$H+yCVfwLmd`192;6nhNSJ}DCbzRgf3QcuNY6v1AT@q{c;c~
zk~WS^)%IZ?Q-?NrPJ$UA`L))v{BPtp)&6QVb<T4CBmwVy4S9Vn$DQll+If{5j?Ox>
z=b#Uo6IscRzHVV8^oB}b)nLL-cv&w<uT}J=c@VuCW(}0u+!?IKvpaV;Gi7yKScwG-
zdc#*%!2_!JTD80}qPUp&LD8*Z(>vyF#mX|rb}+hDUb|*gr{{ngl{VWSkXSm`qqc6K
zTp%|DY>Ygvl6{^sF|B(k?1Z^a+gwahO{gQ0{svQcJGB#KYWRKu>D+F9SRv(hI3m}*
za{&lV2!D`Y?c`tNcMfH{*{|fLc4ld@<xA_&C-UoL`X~9l`$c~1{ziVW|C9Wh0?BVv
z&0LsnT4?I;<hT8a{L%x-Z}}tn#R7D}Yr-|1TKPYc-+lN$$gkip@|#l5?q_NUe?6DG
zFQxtm`PDgTkNOYt3lD(!5AwSYB)?OZVQ0E?rSm3Ah1I8~QjFo8#$j{I?V!~}f?eRR
zXg3S)$Ko}eq;wOzb4#zQjL&GC{pP^P-KxLW7LUR3>e>xElFmir-seo&8eodEn7`<#
zOb*-gA;oO#YYmV)Q{Y)`?;7U8agWt~tH%&#Ed~5MU_(Tav7Wu@w`y=hxDfttj+Cb&
zQ(E*G0eKTODd^TZc0bcahlS%lflT7p(R5-GnLxyq!mx{@y>hdze!nE=_z6GFEPr`f
zc|v#a1XojS$QYL2VOhP6PKK;+ESu7r4DqWKSyjIcyXO4i7H(N|P+sHaTxE{{?&#_J
z(()8pBOBILxSvj?bP#*L$nQrp2$g;#$+X%t32O3Qvz9OBCuTdVwfED!_Mop8xdHh}
zU!aK)5=Pa3PM6rzr5@T(6fZLK;U|>GU$CVnM{1Mb*{De2j*@cG1_LNyE*TTuC>suQ
z*&1lI1iL;TGnEJ6nigqS8n}$|x#<dRiP`6}A}rA<38!lx#OZA_XOIo0=uioa7;95Y
zoS5Fd{<6!!2F}_(!CL@Y(nd9GNfwhiNSAH;j<P!3nj(+^_yHMW&r<`jb_|fEP<V0_
z2g2=fewd`zSFS7jY)$s_nw#!DSrkal{$;I_WME@j7-Ny89*OQF)<;%)@1Z=04UqJq
zQ$41Y5aXHeh`V?m;#mOe<+738nj~+fykoA0t2_Y6^H1dW+9?}?@h%KVehnYVFU>FV
zyYn~lD-0yRS$~mVt>4J6{WJMB1(IJ7Ao(2!a|k{Fl3(2aB)^CGOMj7H^C$Al_8a--
z4xuB|M*M^P?n}XH|4Du~ej~q9kK|YBr8JQI(*7d9ol__7H6<5Liyp8ulTuh)xql<S
zy-(zqHNN~jou!0kvC^md+n)HxFYhntCNSIRO9!xBKQbD1(zq^v;z+j8*g|h&azC4-
z#IT-<G6uEttPr1`bFhVP1i(c(KqLubM14E@V&;H@y_?1)f$`c};qI%`^aJQ|x%q|5
z1zs+npujgX$6P}$Ik5hj_M;u965?4#gbkw9vqpz-EDJZb&B=!c__=c=!rP^Nug&aC
z`j9umTp4hvdwzYm<coN@H3Dk@z(!(?rsHDG&GlOBqVH;UYW$`uKkjzGMp6K7<@@iJ
zH>(u7W$hDi$i2wq6Wtl3roo*XX@(*XBix28{jyB~+>M;^Li+?xwPT&e-^X|QDc-N-
zT(PrD@NCR5)ry-)oy+G7cTqD@?0@TYVvBPh<3jtSVaE%`F=E!gZ2dYom2SDJ!MDXF
zEQ~wfWZ^y&tuT+X(Jd(yFZ<<5c5SX-8S8<lr)>2|3mroP#7{(|W>lirh{0Cn?y0HN
zK}Kl4Z}&C&S+P-q1sPLTIcWpPIK@H1Oc#p#v?aOXk0lLHarU{oCAzu@_VG4;@ZLGW
zVuv4uZl?_5aSe@}Rht_)fZzr+(oVIze+54CmrH;xS+Ru>;9l=Udho5l$kKV2NL=Dl
zvr$Jtj`VeJ<o?7c>fzOCXA8*619(<i%dOnqWt{tZp4w0gA@~~@62$~%WRD3*Vfun-
zF~1>zEh_p0Ie3_eA0>X_XXN)X(^ES8EQ6@jU)ozuZ(-iSJn(r3AoLz#-3DJtZ(`rk
z-RDe<1rDRwgx%H5!neM>#Q5UsqkUiP$jEyrWju+p<7(#Jn<y_~pU19&dWqMDL>{@q
zHBOg#2y;_Jet7u+QbVEl-%~1qVf+6{paB1kKs`g!=cqs6zY?e?(dQWWza&sknxAF<
ze~kJ+S^V73|5?-@@H^Iij`{-`;=hgh-+i9ziG1+T?l@5nlGuCCz<7x{rC6vWx5gGT
z&0VHZTC_>&M^Zsd7@-3x=epC|mvf4H;XlQt%?0v`YEVg)aGH_pZf9$MYyYKoOH-qp
zTUzD!Hn}@PmAx{HRxeAI&hLA3(G=(VM?t2@h7BK7V?QOg%xTgD{cQ5sB+zHd7K2t)
zcnx<u=S}l)vygW8NuocSy2`0fy5Frsi}hxivs`&&^>dK`g;u$seA?MAj~bu$k~-gk
zwufU(6&Y%5R=M%}H&zd&4$9cE?*&Qa*10!04Hv%ODUJ*d$qpF`GprK#y&lP9_kRaW
z_=<SS>Uu1~$NgE9N*sU77PO8IJ$zwn69X&{j8>omGr0=q%d&v!Tl~QEt-PVTw=Td0
zugB`3KN7rTfGJ@8Fi#0yk1fckjB&69ZDIY^C$NDr{}SI-qu4AY1TN{Ej=ALfU21WW
z5uEOi=h4Vt>`?D!WQoxRfW}Gp>;I&<uFA_VK7FhNB%p=8=XMo?D#sD@IKNM4Q1N(-
zmS;TXbWuEJB%uP+v8cO&DNM1C319q=$z5`fVSKmmz&iiOoUWY50Jh9yau_Nw;;j+{
zWC5^#z}zbF$E2%JqQ5EmOW;Wf`D2FIqkvh+$-n3|ytiBXG18Cv80ims%=&@`W_@9I
z1GB!K4%B|Y)UU8dJ6&1+W)wO!Fk|h>fhVK>^sZtf_HWkyb>Y#KzocAqU4HlRuM7WF
z*YdB_B|XLb{~WUarS8c2v#{_d?9f9bQt1;&sF*Ayp^l%%xFiH8OyN=G?3e^3cB$(X
z+ZxiFOc9@XF-S52kl285#dqoYYu=AV8$JwBc#MX0*jE7|8ZzKs{6e(kK5Ya<XwiH>
zA|hc1@Fg8lU0#W4h1$y~M5~~Q1rl@WPyyOJ4SHe|($^aE-?1JtohbON?;EcdK*OaP
z8Jvxka}9H{CsMd!KmMY@^m$bot&hB0nYA@4P_^Y2u?@i#^#h`xd)zDtFZ<@@F!2>%
z2i}-OB3|~bKvkf7#3}IlHiR+HxS1+;^slJ@DQbO-8{q<5;asN*M{1!xqKuE>?5YZX
zs)-}}WMrO+B<Qyv3B~x6QF$ijPetO%n7qtz-`Vn6N}udn*a-@8>)13Qcf@JYcwDuh
zwa*-jN+9ed`sM@@pfugi0+?6AIuN>qMifu!USp6_=9-V`Ua7!zuLz^m$d5PIsehz<
z?Xg|})4d2#^2mCD>0YVWe!v4~HxE094XR7#G^$!ej***lkcZ8zEvk#n><Q|_npqE3
z9}l}LFx|@>nC^w@=(MRW@RaTq#Kn0^llheH)s2UHt;GA3?iIwxd0OK6l<tKZ@YvSv
z41QSH<m8WZuTlpTIEhFRCFq#x+SMkKfMqd#Gg%%xIFvwBmM<=b#dgeXOmnEi67tcV
z$Z-<R#wv^EiAhaoJR_Y2s#Pwn20VMF7niv>+X1zv(xbb**WX}wmlND3cBh7|RR;tV
zG5W0GvK4KI@4vwZxGa@UU-UXm?6+#=iuMcUuwk9a4<8#F(9;McuDfVP9;2#P;|}S^
zDP!__D-xuN5mWZ&6Mu9)XBKJN3LnHuAf-^5USUV(vr)mxp*yCg*h^;JTU|v~D4|3&
z8plq$D-1MLRQ>#tP^EtxUSE4r!FT|rcI-G{70e$`gtL7NddctJ)D3j6{63OE2~&+k
zLmv<gDZq9veC~eaaS)elPoon1q6o1G7_-ln+3V;6^gG4A5h}6}%BE1|)uB@a{dm;7
z{B56CJA+e>0+B7ChMUSIHdj=?c`KNB)XMbhigJGnUo8>e{%Bx|BB!YB>B6WOoREBe
zG5HsT-Q*KcSOH1s`%1h4^yqURLKHSG=>g<R&gGvVO*>D?Tkh^g*ZgQ$gaMMu7L@2M
zFQAl_S<fdXzI&7Gw<0pqIm?MGljgE*S;A<MfL)4G;AfzkMUo<?I=#$=u>cX^CJn0W
zGOE42BcsoCGGp&2ry?Yb4<axqmlp+3=I-X(ow{z3#ZR6GA41u;N1Nf#cwtpKk1zKc
zl#WEG(1p)X18m1AryX2CrAh|rr$`pT(S%5Qj(an9QH;{Iu$<a0agVMdc@BsFezj9k
zXM*>h7E_bU2LVKDv3^@j>Dhk#H^WATYOG;?6JcUs<0ODFd?Pu1dZp~Rb>UfAQTq%W
z;ajG>R1JMCr5BecwOq`_``2zC*w`S$EHLjX<A&MP>L;_mhfovTyi!g&SKTqWGSr|s
zPH!f3`?0VAH}WC);5v$DLU^1^8k)0kw`<G-pcSIXn1PO4Y|M}NFuaHws+ffs?KYyd
z8K`Xp9%jG0Lz3a5Wq)P@WzhcyulT!fRrL%i(^j2I=%-16Gf1df?93nyfo9&@t{Nin
z{b<QB!Lv`_ZgONrt}q;5-EHo#TQa0}NZ#74Mz$v^aU7HEX(09&&{oTT$xg8;PC-ki
zlswBZM>pR0uU+h%amO%LP*h@iTb)4II@Xsg<=tH^uFnmLkB%FV$PlSck10+sC2-zR
zljH38nY%Ab$mulNdsJ$hn93u#A=+XkE=l}NvGHs9=InU0;&}SWPb%zJWy<j3(NWUm
z5bCk|M)Y6Oy^~Mr&I%STkT|u7bH37y9iOxts4)P)UkKZ~%-5}3pJ-ntU7%EmM<smJ
z9HK}h6l;Uw&oC9NHR1JfaT5|A0gx`e+q-UM=5OGEDI?i?->i+W`>jelmNVe^T^@I@
zI|Tv4D>8Lr;J;@lzM)OG8d@g0h38ld`=c1)6ox1+*pHeSvEG~)DYo!b)D)otL-=Bm
z-^m<iStN3H$FP<0fyrApWs`~E1#!6WkUX@4@NbsvfFXPm<8HF{cg7_8Y6;LjO^L)x
zu=&k0&OHFdnYy_0OjeRxDXMkrz?|4V9mDI=oj7cM`1<RK&w5a#ymT@<S%*#Q)q7KJ
zQ<kYSjTlNYygTi3m4Y`fe9|KtJAr9N7mWrF6%Y$NOucXlk{Siucb`)N99qZcQ_s|8
za~6HBA<x_rGo>zeuImi~?ydHDTiZ5YB7BR6p${{RUE-V|k}6__o1?CvE~6w5&<RF(
zu{C`_+XS7?IL7~z^+d8HGB0B2l_8Dpk$VDl2DB8(m*Q^jCWt<|dC;S;qzcqjcckSh
zbexi!Gntal0emT+p2_kDHG}wkA68%h|Bd%sh$EA4Jn;+=<G=uZS6i;vW&R%ld_Wuf
z0q+q`F))B17UuUDz(0ex@aFeFM>9t*><aD3xGX_2--7$0=CQ=w=}FCtUDaarO_MPZ
z<lP1`$xsbgegQ6`5gMwJjOAc3M?`aH?bN)^PMgjJ`GYY`BInG{q9JN+AE{93LR6vi
zUbGZhb+A!FOJdD0-|fO)c#f7rOzthR$tD`FM+oTHd9`z74P0mNU_IbnpCDzuWD{;t
zTTb#C>D~T*qSC;hzu?fiJz{E?%C2agm0$5Ww!y)2A^7AzhobXq(rC?_!0NGm>Cl~U
z0=c5VMyx(`Pfb0C^HiAyV}*PpFB_slSIB6%9!yy8hYDZ(RB_m|xrwdAv%S5EiKtqi
zSAr5s*Eymz@m=dWl@%OAy4~S*{H|>Cm?V=$b2m#1Ip34HZI&fA4tP%FA8e1@U#?pI
zKkU5;IF()3INqQMQJPfZXgp*%1CCQ9V~SLyN#ex8sbk17mn5k)DkUV%ln{}MCQX`D
zDw5`u29zeG)Nk#5-}f1c=Y78a@B9AO^}DX`eO{e&pLOrG_gZ`Hwbx#2uf0#oX_#ec
z%uss1Zv8JF>qCvgu2~1WKYK7Qq3WD#?(VP2Ti(z=pNX?&t&iNa;J5Jo7sFz+{jPf!
zPO(lrn2~<)Qct;|O%2N{K5iHuW!yB>cUYItJ7W#|$F4r+VWz_#38`D=Wa^fB!8O->
zv&EJ1KXh;XsJ#~{T4B0k`pspQ-;Np%ZvB!mK1yyE2U52}j*O4dTd*^B?mRQKyW^f{
znU8|gT6>Kt<PL$<tv(x$mRoLE*|^GlY4p{??BYpliPWu6iSqAf-X8k+e!%NJ<AdfH
zPcHm6WZH|`{Ragf7C+m%K%4LQ#+r4)$~o-Qpl4<)%Z@(U+|a6MqtuIi1v&5ouCCC>
z4t$d-gV)9_dU8?jtK*lu{?5@uz=3alGcR~UPJpjR7hA>{*S^}#7M*h)@~<TRWE8xu
zc)omEgJ68Aj>7R?hTYkFA$6-5Qn%*bJ<+1cQ}y>wy7qF^wMHwO7t?!12W>tdv3fUc
zm>%t->JXEP2U$~&@7m`&?4gtCob6LTT6(U_4R26NDCn#_zNV*YvpG2M8Q{Rbuex@F
z`KWt$!GT{9*)QPU;nlNR3!ezP-t(BG`1Aog!1{2P8O2SO9-5A~x{4MrHXB^6d~rs+
z=Pkx12)xSWNBUF^zQ-s&(<ODtXUN^!)puu5?_=15UkV=leeVO12fq{NRrZ}TPv75+
zPJPqOa+Lu)KDeJxe&=1oEMv@v4he$ft+|`}9Jp@12PJPg<xdL1$y<FFU5DhYZ{FW>
zta0*IIZEF8*c?!lR()@<7Eaz$<@kGf+FK5T<Sn~?2T%CC45)4rMy>8TxQZ`7UR6{d
z=DtZGD9?9uqSE*~F+mQ|xmG<MMPIwnf1!HP^Ot!G_EuJV**=~|3ydFr-F>@lSUPR$
zi|s3tt>-1D#1s!M@7#HB@l1<X<>QjRs;3T^wdd%ssGzM~y?Q$vJvu&YWodqHN@wMt
zUF>>@>YM$Xp3B{gkNtIPeq53&ByUw&c|r14Qm_4UYqs^=gp;?j-q*_Av?;c{Zauno
z`YtEd?aw0<TGDBrqt0JhJlB5F;8!a$<vv65*7Ps8$BlokHOsasW6bnhb^A~3Y6^1i
z8{z1_YjmBka&)os{F_g`U4N~8-L&(^vf3Uxr&bw;A9m~7=Tw{U=o#;vVtobuI}Y>A
zuU(!rQ1$S!RnDXbU$c~1bZX6piYo!Tat+I#9&mZ~@j+?GaYMfQdxscqUmE0Y$-U(F
zLb+R=$lR^U(ui)FD0j>Issow36|S@m=Waci^qifmu`=cRL(v7ro^!wRKHA46Ev#7T
zGkTiV{1Lq`=b+pzH?8yi)i<<$9iYy*kX{#mAnJ5vOYV<O>cd4>e|}lN?$#&WZr9G9
zG}XNAVqE0Ev#sGt-4B<vU%P%k*nGmqF3NUvZ@0B7O>SM-J6DX;`j&U3U+<cmMI3k2
z^O-zGti!UtAHP35aBs?*4MLrFn%A<5Kctv`d*j!z$-~%tze~hR50>4SLFql-#uWw3
zt}$|Al&#`$8l3YpZ;u|la81r?rwHSiSPSICk1rmex@p~dpTUjnCAU6}=ZWN-Z}lg9
z_}NNz4^&b1)|7>b2YVTA8fDYvUVg5Z%lDrH<&(R5Ug+w{&VO%YUOM!l_Vc^SF{b5}
zWjW8(>Mj-%*<1IHa&MX3J)m{s;sv>r9z^z*Q`=t1-cq}0u-@ABn>U%g<=*PEAF{Uw
z(qhY*&*Frx5iL8O-cIHVj|qDBDSRCy)Ck(wdGPn<KACCny>;v#x8AGuX4{X^sb=OJ
zj@2z06lkcM<+m}V@_E*Zytr0}*tB=m3Rh}!$GJX=?b~DCY^Buur-S3F+<ON;Vr7-@
z3u$~?6rcaj;=F$0ta_LCN_|@r3=MUb!}-`>PEUF>P^4y=;My{<QQ>gEFdxV5VJbZZ
zfn!8h1G&Q<H->DUJ>{~U>sQ~o9y*)7BiOU6Zqb7RIs1FR{ybkpsd}^OrL5WR#~Sm7
zxsTaz8d+V*F5ENUtM0q+PVb=_C%%<--#239^M(;IC*SR7)M|cNeq?^g;)?YH&icU#
z6r&j<JqCUmQhI&x7X?r6&-5dogpM`G=n2PGnC-8~NLA=@`Bw0!>%&%W%ZN7ps_N2~
zXn4<C>9d0Alu4QFGrZ>IdE+cvzb)rFoEhD+>TEx?*d$T)ptpB_&WnoGU#h4Vv-9e`
z6^G?=;%BEk>xuHWl5%<-o<8Bq!2=s6J9yc5+4|I8>kzYX*mD~Hf`gT5Q9<snvAJVD
zTz{B-<4NoXZ<CZhTfAFZ9~C%FtR5Q^bf9i``bVyw9%po6r(+LwrX;WYq5Md`OJ2Ia
z#m~0Vg7_s$L%Yp2ao!iGa^R+aT3eYdLs<FIM(cge7Co=lVN0FXK>pU`yhlC(n!9&;
z>wgrbUU{$ArSQP%oFKO|X4UHB60fhgsv3Q3<|^&lTU+Uou5ZJ7t?RX{XK1NSg#63&
zy{5-c%&3f*$Ys%8pBJ=z__q6lx#@FHwF>qCw`1GJbTfWSpKIMq{oB&nMq{jR2Yr_t
zv~rWrE=b^_tJ);T)C?PyvpO`uY=i#e1tTw9GuUrj^kkRn*_1br`14<<yL!DZp*c<!
zt<R60vF4^Tk-#;!XWD>4ZT)Yv9QxjTT^D|?x^ih&v&Kc?;*8iJyQ%r>*>e3xXyOE}
z#cHoS?^F&An&WZ^aBQwWuN(YB<>T!7@BDdPeXcksdu;aa?i=Q*KmVmt#YTl;9^0=R
zeL8RS{>R@uhjbq1Ua!(r_#`zZ$Nu60(-N;4S0=x2nQxS#<j}<F?POui&0NkMS0818
z-1x0uksCkm5ch-q?TAbAsrfOV>kP_9jzezz$_Uru(yk{as0G#ij#}gUqvyb1{-K)V
zuF(zlU!I}w)7yHn=GGo7o8f+t8G(c2L}k@E<3CnMMh3e0-(0eFTI$=m=A;|{H08!O
zzt?;8rcnp%2U+iaGjQi^v)j*q?K<OabZbVjoyIVA`w`839_xOco?Y}cA~4SQ)7|e}
zE&FF*ghL*UGTh$Q|NV@G1K0Hreb1Y4|DZ<D?QS}Q223xBV-F1kFVwytqfYO%t2*-L
z&{y+WbxngHf9rdB!z1CcE!~qP`CD1RA0koyR*&`1531&Ma#?kuH9R8k>b_ll7Zr;%
zpS?;_)kzU(yjfyw!qe?5mld2pJks!+`vp$L+wmq#*9~4DH}$dGo99-Mrrp<-Hrsr=
z_S#Na6lm(ZGx^?%()65*!2xMOt{$5Nj7j~3trz!d=zVxKZ2W*-x|<_M#xc*?4cM@C
z+vF>G2bVUpJ1=|M)>z-^$2s#lZ~b#K&3;+${61MlbaZX>C5y?<wc9T}`(WN{^mfO?
z@pHYVM3)!0&=f{4?l#BSab<7$A46_F@k(BKiPI9gF)CW{!Yt|ei`T}>W1^V9!B_SB
z^0|Vc<Bpxud{gCiq~Yt(6}w*)b6Q?cTY934>c{@xXL8j&hMCl+?mII6){FG>zdLQ3
z7}vkl>fFx~{raO(6Kj4etK1t2Cm+IzYSeCV@!@JrmURA8dkGh03K>n8%5VAS{G<O@
zlF3*y*#%N3)iJ4q-t?tY7FcA8f;f25-l=m$Q7S<2Z-W=o`ClEU&*0=S3N^$Y+D|59
zNrz<G>rFPKB(YeKKFH+gF%69v|J<1@CT0`LPU<LqhVeg{KI6K%L}?{MarMWg>(pPc
z3TIpi8Bl)7O22-zx?<;*z2X@vyKiuUF52EPc(=Fh*SV<B)mC#$_8dE(c&y_27`0<v
zjQc-~9oaatyquXmsysTn%e_8l&z}{gOktRw>V9fh@vjLFUX-QIq9ro<ikzymi&Lii
zWDc;S9m<F}^lRk0>jpE<a|f&+ZTu{waHzYGX0Um?rH#j?q@1U>ghR&AV`dMIxRYV6
zJ<6}2-P9SjX+^!|JvH{WyfnM5<(+l>soEU3pfJCyL+5+iUh81wu~CqW>QPB%8Jo<Q
zk<KhLG}2>m;IKp^1C|~K4iSaJ01frn=&VK~4nq$*Nva?J?=#ET(x(r~Wb?4eke$rX
zU{m>qWM&zgOvaQ=SHndqYX9ZXz?i8r9S;p$A@y2^Lj&`bdg~vD28*M|1}^`np@G@-
z4?}~=?eM(D|Ax%6$jwvbV;Fs6o4J>D5@MNgS9bem>-MkS_^?9HYUcby?yJ&{aD?{4
zy}Aa`Jl2;pr8gWj&Bm(UACh#YNc};tHCdgMtV7IIK3p{$l78>18N+ts@wF~hGp|?n
zOYfCHGv2<Zd(h=m3tIQi8xrW0!5L~5z4xM9#It^zXPnnv;(Xw~%E{!N<=OA`kF2uE
zvo{)}cZfZ1cK*fjb@w+jjyF!CFX)vL-p^syNz*--a>BQ*3NuL@o%j5L+>aKwoICyO
z=1x}aXh=wB%*sk0rGKTBGFyD8COS5j#blGYet$@ww1WM&k|&+@`9By@#x16V^1m&j
zY#^;!sE9Jh_+RIdwQZ_7x#jmcw}syylqeNd3_q-|r_?#Zi?y@&F^v<Z>o04HdfqRr
zo@G<0b|dZV)6%QMYE3`%KDy4$`nu!oTV7k#Z&(kko1LXSYryN-A9MWNo@EFPb7%hM
zWHrq`@$5Wj=Zp7EzSsLNZ4SF^7?(f)n2w#*t)~q+122DmV)iwjHN<gLtaj$Q?!SCX
z5`TaDpugNI-P18~uF0!6uO{%0?raNCuR8K&$u;MF{q?K%9ljmWv^#6h(T~}Cnvb44
zcl}{M`5QB;444Whqh=S6RkF()-cL)kTa=dn;r%b|H~d<9ZT|kGB`UAv-`vB2;YqgQ
z2=E#^@z*hBK4dWX2lv!<`2PCM9Qm>guJeZn<#5*MUO0Btsdo7=Qyg^8;98s4J*TI5
z&<%FizUqdLAVqH^Y!^qUH{HCkYSx7%1~<yru1U*qeBtX56_Pk=<QpPd>^5%QuX;M1
z9tw@ifYU=El<WkjhoT?h^w3Gn-KGcSsy6L2TN-soHOuVZ#bVE*(?cZzW^rs7N1r8u
z<16^|P;o$4Qb0CbZG=w`{SPr#I6d?wK0Q<%N2Wr^IF1}{l88<ZorD6}#Oa~pMoA*v
zvf*#y^iWA_#SQo)E>4^t`k&F^(?kC=x-x4NlmCzCT5uNGCX_{%fwIWTQ5Km2$|6gF
zEHbr?kVQ7_%behxF+oFYC-2#yG6Mq0$)(zwcm8uMIpFHmZv6Q4@$#mfM;*N~j;=k0
zIzDu;`$Tkn==4C>nR|zZrG#f%h?-Gcx%)JO{0N__G_N$ZvTYMKp^t$Z%{$M%&gvEN
zu>7m{zK35Y*naDpGPyCvbGMJtW#zkVE4;S;q`gq~8C|CAxP0G3D>K_xfPafA*zHrO
zqcr7Jr={tREj=UTA3vS2#ZRrGftNLGTE)1Yhf3HDOR_Yl9WPd^yXtg&beBbq_Otrb
zU2{5aguklPU3V&<WZ^r<ce^>{k-gh?(D=r*5oSH>N7^gvS_fVm=6@tQwenbDpV2E5
zUz!Zx_;W;V45M#B|A})~E#~>iWfbaV?YKN<+R9IpZ4GYQo{fyWotJPic+i`solB#K
zrN+nIOYpFr<}huO1^kota(C)5uDt0Cp}g)@$AYsc!rTDQ+y)d|HmVu$YIo|Humf8P
z55+OojVHs%_NtfF)msP7xahq|d&5g*<;byny5GJ(U-dGL3@#7jtg}S#o{d;jJL35F
z199&d)u2t{x~JQY92+}D_~_G<trr6hvI-Ar6s?ZCWH{9A40~455cd?{bzbRO*LiVv
z>8A~JJ{pykJ!#c=^WuKi+%s<ZyPJ<MU3O3Do8_b98Qx7!k&C)FHQqccXsW9{sl(rw
zsrc$-_q&;=yrTTpSf25pUBAYoSkUaIfA7GneU7OcTMv7EH()0X96nWaCdW2>o$fs4
z+G97y_NJ9&_L(+HWxK~rm9wTlh8%eEwe<By`-J{F!cS^(G;Y?WyMw|Lw}sr=+4N~i
zugqBkdKUO>DqCK0DL+%^TBp8Qp22I5>HB9Iyzb@V^ZnwdE*F(Yrn&pXezb_1tzkYs
zE6Q{2_SLg`%}!Pv)ur#Iwk>Deem?tgP~fVNIO@FiCB1vBEm|{+8F}`sw1ctbnLGOm
zrVQ*;WjCO++fRY<@$q+N(>KqQm%GKwzP&E(pulmkf9vpT?8hkuEmH%%;~Q+_e~1=(
z514jWEwVY^F{Zq~_Skj$1IE8G>D+Zj!pd{?Yv4H0wmnzn9BwBZlbbLt?ECo-MVoZ(
zN;dA+fUK~~tFQ9zZQm(xqd)ONMa9OpuR+JraiD9HcbI4$2<YdO`t?M&qg%WDJkURW
zx_qH+zh2W$ce>Z@MCaie{jBFMG;sO(qMxdhNnxtzwgG+n+F$O&t~xxjtHbV>v?iCf
zr}RD!eqC#OH5aX~-#fjN@oc|7hvir9P#NKTW)C}OWpKe=_pZaU<{nxbc%VGKMR4G`
zquGK@6;sB38=<AUT%{&gd)wV%mZ9@bSG=$<3DHk+HDwK7Ykcq(cjK4_&pzwD3fS30
zOD_l}je2J{Iyl<c03Qcx_hm%Gp#w#CHjP-G;snQm>Z9X8AEga}<3J~{;5g7poQ=yL
z-tbb>oxk|*BAdkc$mk<ee`Ez8|H;l77(RW$mI;j?zI2D<K%3jH?S8laZNivt>dqkx
zeK>>luVf}qS5&Sn&|Lf5&wt&O%o#nePw>|NdP(1)Yw5VAZ(FCE9xaMEE|>4QUb%A7
zg}K#2`IN6qvuvyu?~7O^=b|*jT5tFQ+VYpxeY=KUA6>dH!s>n7UHXBa8^%X34+{O#
ztUB$*=;fzAU3H&&WZ3tuA$n_H%^Xy%<#yMBTX{>tVS9S(U84;Kp_VQmUkJ}_Fv!#%
zJ7ie3{T4SLPlquj3#$*ZH01gyZni8-x~i+Xag^$q;Y(js-#tBkvc{_!BTOQulz5K`
z-n#u<>HI02PdCa&DO47$(^}wYZ#2tZb+J`e>dzBn*G#&8ZOpb9-5V?eRk!Kp4y_Mb
z?|=BwQ(b?n<GX=A-@m)Fvy<FShpw(^-1Cw#zpUtC#>}x5o44-|TW}?_?+Ck7iWigW
ztdG8%IKe+iZcUHDcg8e1iHwab^UZo6O81C*dbCH#`-eyE(k#RGI_>s2w=KR$bb{_y
z+fQkN_X_o9xty}IrH&`OF7_%=a{e<Z%y}JOZ~non@B5AS9h&YK;<IUN{Mzi+w%LoP
z#^B>XHFgZ|vEIMvQrEJr1uqla_ZGl$p!TsPu2WUUcAvT6kcmffX8j|(IpsT5mS+t3
za`KWR<b<(tPMBto`H&NqC)aP!phMqgw780@o9fQiac&ErD2}D?`R1<ma9`vK^Xaxv
zc;C&wE_KcSeLv=dMoLZh%+WbBzb(IZ%d+^HkKgUq>_d(p%_CQ}PMA6)<417h{CvwO
z<Ip{B?q65*SaiLcYAO4Mf7-jg85KKM`zFpwoIPNhW$xu3D}w4ncer-DGx+V^&pW@T
zS6+3p^@`3<%ndtdpE$i+hKgI|!rf20z8d7WGEC4<J8}E+epR;yrKRTx%hN-qnx<~<
zy<8!~++%T7lrG!;e#y>3UAron?}`aCe6MjcDaL1gWynJJdlQ$<%<Q%`v8UYN=c%E4
zT9jt_ZStB_YEl0%FE648r$p28#}T7m&MzUR_p>st@N4&g>~kMecoPTGHa%Qm@IGg7
zS?9f?IF;J!F860D_bgD5AA9J;>&wGzpYk3p_R9@+&t1ChcR{zQY4x9-y%LX_XIvTM
zEI;B$&H7u1vR8U<;cV4=wrJd>PUpQJbgc{VPo<X`h-`;5iq1dZHG|)FXZOb6%5C4*
zmUl|szaYD@Y~mY_Z|}pi9&6tBD|QQhV>s@1YUarq_vcK$F~9i4hs)u=?{4G0D|<6<
zz12LQ=8P-fO8XqHuzJ$lQ}KKbbNte2hdvl+&n%dDs&9p<-1Y7ry}Or0xmonNJ!*Ap
z!@HoC)~2R+?<PMoj~+gHY}?%f1ML@z7!Rw4)#kn|eYDq9&2OVhT}4CNIY~tMT%*%(
zyT2mJOa6)|fBP>)luiDKDC_+lQ9kGMcSN~3MG+1I-DS4&)==XiLB$oj%m*DUyP%V;
zp(H?ufo?^If%bc()_e5h$evdoyw$WZ54*7E%tX&el}|=kJvNzk<<XlkyKcdmZ+iPJ
zIvIFp*f^ckk&hxaW(0gGziZHZ+<&tEcGh9?FwmCu8tNr*7-(roWcLwkRt>Ik+mh#P
z?0J4iQSg0@k?IE(FIgS`!0QrmIQ-p-%!$3r4j&(0TQ$yR_Q^tK=aESXIX$;8-P>tS
z##|4(<*M_(E((CdKnr$xB*s>+8WNLyXMo?$Cp*u**LmmiGoG>G1p6i&2I>iifd(8}
zHL+-tyXnPg@k)c@d5XQ$-Y=eYu-c(KXH)%Q^{ngZ&6+Ihs?#BBCReXmvulamh99(t
zKf0-&abK`V(dx>ct%7%}UPiw^+w0`JnU-TwN?7!}yb;~Wl(0iMB~0s0^r_>=cPlom
zc|o^jd8;m5{$lXThZ79yHwcoREa>deJDkz5_14;{Mcp4>DXk4ps!8?sm=S#PcT=fG
z^w7_<-Y)PDuAO-6%Sug)l)+bvdKEleack4wl0Ch9k2~V?MrTq_$JfK}M6J(wcKG3l
z;^h^UJu7<}^2e`S)0!XgV0dubb+zX{p-ll#o0l59PHT9#p}(>9Dtpm}og6kReXmko
zPTTRgyDkR!I8d{T(Ter>IM5IiMrpUAs=`Tja2%-lxD0$8=y^|`JX6^|;M1I=(--@)
zM}8R7hiluHkB<Y5Pj8%Z{^sy(`!eD<&^yF&p!N~Ux8%p(nf?3OxNDvBS8MNVs8%Ye
znLDR!MUUmt2V=NROHXJ8bn&`s5#^m@Wv`gLLRmOGU+**H=Bo0nB~#=kEh+B0MsHTI
zsEgPBCz`K^_Y)nurIqX*zIF04r#{D2+-r{Oj6SXyIMKOF_@n~uL*EDOg5yBPj{I@2
zAN|d@@<$F!$L01k)yj292sT=r@T7;H*T;Ols7rxA$|5Ix>6$qILdxm;M?0^5yu9$i
zQ}%-=J7Nd<jLF{f>g5Q94KwFn$h6+VTXSgQs`wh!Cyy<!Eb=(%P?h54e>YpBsm`Og
zI)%ju&L~Ok8SgUFq06UZa+&s@r+1oh;HUG21^#s&XI92%xb%!+dyaA0yLrdqvXv%1
zrc`yh7nNE!qH%E5X7jS2^;}-}RarlCL({G7^H5G$M*o~Gs}~YEVg23Zm2Dzh<>55Y
zd%?DM&7MwJRu$Pvc?;L`*LQ2{H!X=PJ>4Fs#lO*2dvc=eSJMYL(R<qOTfe_#xa>b@
zHacOozE!Uu`q9Z#C+^zTT2&FZdWqMQp}Fer6^tZ{F=y8{{}kR89JI7CO8gq{S?L;D
zmewjd5mL%b%`ewA{lrW@n4oa4>sKq+lSh{9)JpQYuybcq=G+SJ1jRhd*%!4;Q%fu~
zBmF{qTzw+1IO(!=fnrOt@tYQu6}Hq{zRlMuG$VV~ns19Y_y@GOk7C}qyJ|?O%82N9
zbLZq|FI%n<d$Tj^MdxG5bAxy8so5wT5I~*>N@a!lK~~ti2WsBxg1g%u@pxSxGf`HU
zAI=JM3flx(Vf(18u+naf$b$01tmz8z7v3g)v?|mi&jU4jSkS%aqrh>6%HzscZ1~xu
zr}MOL?17{G+5}(n2dDQN*r590{)NQn3a3&A&N^W;b#cI~^Ho-n85XyL8oJdinX@aW
z;lkRk*<*V+EP7gGCCu%9%6D+3&y4Y5L9SOH25CMY<TAENH+W6YpVv}`3_Le(SYi0n
z{i5~UO?$8DEmLTTz2D2k;P4caUaJgFC2&1Yr7HP_6_<`Z`0}7$Yhe~Mv6Ou#d92X8
z|F}~-%U1`6=O{y3nBv09v5dJbRZ6)D<!KXq>jt|_*USI*v#>0G<K{=L9$m}(sx&rj
zF@OAZhU%C2@N>?3#mC=YmUrWny?5=Wx|O*;e51$f4d1&RV~2062s1joWbU@fbI(Wp
zZ$$Z@BFewM?f&?`5#<gd%Byii`P>JKpsh1}Y}W5zaA(N6N{f-oavzoN&ENNmr6NfT
zD}0(%Gjg|adHzb1`^vXD%BEqLGoLk;I$c;0lRng5&CWJiZ{393x<+s$Xi3}nrMHEt
z`$Kk27>5(XPP)9^J1_X%w^u4lULO1+a!fi)B!+4K(7M0>l1_h=7`E(?o!Q$og*kfK
zdsg=IHhR@)yw1AWE{wAyclPZW?_#nl8;(ZokNCX*(TRsG!+W!)Em}OUrL{3lPIYeG
z;~y#s-qV!^me?^Db}sB0i%taHVm*Gu{g5{nXRk4ta}4fHxK$Gnc46M|p6Eo-RyYxK
zm49Y=XjoH!_P~BSPoBF~64x4`*dOJECEVDdUi&Jd+K8RedGl1)HFeKT-W6R@yXU@X
zbk)~2mS*!GUmG8yJ<dh_hpmdo@*Uc$qqGt>c-S?6@b1!b`p1ihotvU!DsL}Xet7xM
z^+sP3M%FIq+chqBYv#?dap#`IsMu>Cbkxkhxvk6o&`;(AZ7bz-GY`lO?cZdWR9wdD
z7U$pSzcK23L8FF!V`HG&xe~LRQ5LV?Mt#~GVmZl(^GfZ<;^VuPcWq=ZYwmvTXZXii
zooaTy%o<ebkrh*#>J$`Q%6;6w#caih>BBEG%k`rmEv#<$vy4we4>@Jpzdn3bAvu4j
z*48X}!w<3LzLf^|&N-?)KGXR{RPTOm?uXC698;{;W>fdF{Ab+q&#T;Af7WYt?s`b4
zpP#<w*_i1)J-+=a+!1Y-_R8)4`LT9McZO!~|Mg72QRC<3vflcl_~{cJuPij#bN6?T
zK2`pwI*1q;bQr5LXfIY}@JFnQI($(!Vt|WMUip6+F~FFqGXH}S1DT8B{`(>Z($R1-
zV!-4wxUg#gv4+|<U@;T!jB{epJVX$>ME{9A{Lt-a44StH&ZuM1xU`vG_=-Qc35{mR
zhQlrOAc8#8SDtR9HFFVug(LHdv7Qmv$k<r&q6?j-<vMeU7>NOwt;gXQ$iCvN2lrK2
z^8G}?BAP{Tpcb5v%H_h@e{?=C7?-vt8*1r9Hq^<|LEexSiW<vAjfJQw0U<v<eC3%?
z6^gJjXw-MO{EsG-cak?`!Yza(g!oQDh%#)Tkt&1AOUe)sNqGbz%COjydeB>vG6aMu
zLqUi#Oo(Ap^`N&TWe5mShJp}f;0{A^8T6K<3;`j^P!L?kkPEl{QT3p=#AQebQHFvL
zWsKn(J+cgbOHzh_;4)$eQHEnEt_SYcl&*(>5M?L`QO3wfQV)7dQV#(k%1{uZjG>XF
z9`u%^3;`j^P!OVw0Y_2~dP`D<fDmOU2vLS@$kCJ3gx-^sqF_Wh3I=10MM)O%osujT
z8_rcFWsdkRhHyZ{C<y*eLEwT=yhi}FocJz=7(%R+EW^g%#SpFmM-0K=DTo2v(1?N%
z-^CCPFoeWrfWK1^f(CLth-pJyAZQ>U6522X(?CMRv>^yV0|AlHh9Q^+5+bGzLof{_
zL`)lk5Ht`F32hjHX&@nD+7N`Gha9Vz9`qK15Ht`F32hjHX&@nD+7N`Gfq+P8!w^gZ
z2@%tVA(#ddBBl*N2pR~8gf<MpG>{N6Z3sfpL+TMs4|)qh2pR~8gf<MpG>{N6Z3sfp
zKtLq4VF;#ygotUw5KIFJ5z~es1Pug4LK}u)8c2wkHUuH)A$1(42fc+L1Pug4LK}u)
z8c2wkHUuGPARrRjFa*;;Ld3LT2&RFAh-pI*f(8O2p$$VY4J1TN8-ieZDE*7+L2n@l
zrh$Y=Xu}Xh0|gP&h9H;*5+b1uLl6xVL`)loAQ~u$m^K8#G>{MpZ5V=Rpdez}5QLzI
zoEs25_$>q>=pi5y+AsvuLqf!~AqYVa0g=##A($Q#BBl*PFg+whOdEm_^bimUZ5V>-
zAt7Sg5QLzIoVPGN=q&^xXdoaG+AsvuKtjZ{AqYVO0g=##A(#ddBBl*PFbyO`OdEm_
zG!PI8Z5V=SAR%Jf5QLzIoKrD9=q&^xXdoaG+AsvuKtjZ{AqYVO0g=##A(#ddBBl*P
zFbyO`OdEm_G!PI8Z5V=SAR%Jf5QLzIobNF`=q&^xXdoaG+AsvuKtjZ{AqYVO0g=##
zA(#ddBBl*PFbyO`OdEm_G!PI8Z5V=SAR%Jf5QLzIv_&vI=q&^xXdoaG+AsvuKtjZ{
zAqYVO0g=##A(#ddBBl*PFbyO`OdEm_G!PI8Z5V=SAR%Jf5QLzIvV|nnAs9gg1(VQ+
zVVDjvOiUqy5tL9c35^(rX%WN3RALyWMhp|viC_dh6ih-XhGB}tFfpwNW(bFQ7_z0z
zTJ#+OC<76jhqxof5b=|*m<7^ZOkiV?3?L!mC(_Wvb)tGGW}teop(lZmtiTYGbOIY&
z{NyVpoPbblKxMF@C&ngu@+Fo>VhCa260L?it4V%{d0=ELF|3WaaML*12GlwdMi{6P
z80MW32ll>V?%`#cvGgzy!?4g8Q83I4F^qT;!*G2RPNGH%hN%{pBc3Q2rcMkao+ud6
zPD7~$B!`U_1ekWz%SI#&f0w|BRueGdyA%xdG+7SIfRO}7P(+j?X%*K;8u_>_#CNH3
zsJ}^^xbLNK64VknNj`{ilBPb!Nqm>!Bsf8oBY7k)2Yg`w8=zmv<q@Wzc#`mjf>M1*
zaZdUfMhNDIq^$Hawdj#RsXiy_rFxmdEd2~+F;}F@N<EX~f}{YonUV?uGr<i>S?OnT
zd`Ok0q=qPq$A}b^;ueQkxD&EM8i810g7l#U9w{l(<{<^aJVI}wmXcC~%dnYjCh7?a
z1{^S?o+%E9VVHiRE>aRmjFKl(D~R!tQi1CNDvc=Is2xZ(!hk1-Fs>Foi9zr_ypCN6
z7)U%LFu0tUH1OmwX~>HM9vl|(-~gY*NT3wv6NOOnMDdA&5L_dgL2yP4!CWICgxpXN
z$rGtlF&U_3ganagFu%lQ#7~s$P!NK9L>Yo#VhEZ_NEQ(?LO~=?AWcZ8id#T&LCihO
z2MO;8PEb&SdI?nenHpPCP(t^R{X%d-0+oKI_#y?x`jvR5Bufg4xkEt-j!2-=&y<8o
zK{1!8vhWG6ISEwync|fMiu{+8oY+`=7<$+N$Rt0(0r<BAlcmR|aadfCOK@Sj&}VAF
z1v%hpG@#LW3x#|dOOJ9k5{^+Oa*Q%5r>Ftp6lK!jQXOfpC`Jkwh+vfF-h5qi&qcwa
zAigJ!=jTat_Ty2HRss=kp+G1I3a2^pg7_lZ!f@Io$lT%wYH`?lTw`zr({%vk!PlYL
z3Pb@sKY<5rTA;vN;5SZ-p~qpejJZtOAO2KBTs^~ppoz|6z%^N@UKWGNKrUMFoOa~p
z#eCDZVbP4G=`m*MaSdT^<FH6quM6E0TI=l}sHMw>yT8DVMGu#8>9UznJ8Hd=p#h|`
z5R9-AczJ07tGUL|AUZ#g@8`jnEoE$=X8;sIO(gG7+qHC!84RW#4G4kuOFNEPNc|WZ
z8o^X&B=$m2<plzFX#QR_L@VI}X3|(3V?DU03GzrJErKQl`UleH)AQzQ5w2?%%|H)O
zNz=||K&lAC2(BM90@t4b(|}=wo!u;|gbb(HMlcO>xH5#(twlisU*MN?dvKB#G#$|X
zr>4U-Q+me4Xrg%euUc+^x&~VNZ`y4DmKPh^EzO<wnr&bVcf3Kf|3#}oXpFc9MyUS(
zQnL-2Og#_~Zo3T^i*CE)kS!~=cpQKa6ZMxNL>QpsLScy0Xy!s8O^d@~65~98?;jwP
z6+|X<I(D<7q9F8;K{?YyUYGn9Do>~BQU8<fR3?Y1X9QVLWSyWBJfJ=%1VCV%a9Cj6
zvS@UM9vhyRMj*N{Yyimo6UgFl&^$@kP6T0+eV6m+yBLuHghc=m1q9QNsKo$!N)H_U
z^h8-D_IGrr{c%q)5GHlt0uTdqPvrrpq=uCd7YH^4RuL~rSOv<93yhax6~!_=X$%C<
z;G9Vk1;sSz02x{hq#42agQL<wV44hrVfeO-2r~^vGzlb_Ci}#a(Kf&h78hmcG1=5?
zVT08f7etKC_eHFc)=r>tIBW<niQkuS#{hIu2i$3&H&m4rcer{C8KPt;HvXGpX^}!=
zLWv*TH~5$MNkodPXZ#m;P)Wo(U~~KI0rwxl9ztSf`v`*gG@j7kPeyRiOJL?8XCd*n
zggNB5KSk$n#$Z>YxGp@@{*)RSzDPP-JPxJ#^2bnXf6S6Y4ZVv7bVoytns)FAg20z}
z1fkfcE-Fc*JNO5Q=X4ptfy*cLjL=j?7L>3Crbh^Y{xPcBVGIOj#dVS@NVc1$2Mid0
zvb0JAp_`>2Aqq=r8G?rt5c8!yd6965DMKXU3{2}ZL%2y%nmramo`)8QC5^tAlp5(V
zg~i55Qb@v@e=jv4Hd1vW_ORF>%hDQJW{3dh4uOd<9Rg5lI3b2eR6T_Vu?L8vG!Y>-
z(!lnH6YvMx3Nt9Be*X)?13V%MN;vdyg$LX@;yOw0Q0*rAoN70kzd(}z0!jweU)(`O
zJLC=p6m#c~`Ad3GG2jYRG`mSehi)zs@cdwI|69{=jX9ucsJA5?0Sg68nLmb;UOUqh
za`{okDHRNQONtmKW&<S$$oiE5!sx@q;JH{LFHF!NGVdWtqckk&d`ih9ju5<*3@4*@
zh7&XsUj6?dE)WkQ3QCysZ^Z@Fl(<f;Yruq-p-Dyu16COzQcD!q@EDLh0&`@U_>at?
z^c!LoGMl8e2BB-9q1azVv4<{RP{AU=o(C7O`pc+NrjZ_pi=tjsDG6`LZ&Fi~Oi98F
zl&z0c!_w5lI#Y^zP{Y)0`}Z&d)*z-*oC49H=#_mJt6_;YBbY&T2k}IxVYJ4R*`@=l
z5YRW!W;kh^;*bkHkp@><1@c9FzaS9}*c9j=3@41xg8XR_T1-P&USQKF&|ixU%Q_fj
zbYi(ojZ`sGhIoOkO|#<r`J<&Sk0uHNuEXNUgC`V*(?kMqKY@k^5AwV{sg)uJkw>f)
zX}lm>kPn~6WzYinfgaEznuouih9_D@(!lgW3rkow(nGXZhA?~Zg+x;jp$2*kW1vd1
zZAsED(8+9uF;=m3ChEk$83RfNF84KntA1grhkOJyw4x`L@V=NaURr3W#e$7$bbq1H
zUkipm7v^7js22DVK#2oiVCjz<@5>MJ@%MzINW8;oo_vu<pq4Iv8ID1q3l_pluyQp=
z%YTu-A6~ON`UCG5@&mnLnabpHjpu98f<<suFvb>+cSV7R8}Rc2VSNv$MF3CzJb8hh
zv;hBrU?K1q5G_O#Dgzx|LJy}I>V``mQ8Au3pXRNFmgUCA;BJ5}4iM420{wkucWIG>
z2>4(u?o2BlrknxBEMUehG@7rar)31yfv{4JiGS(?gipE?#OrEV=_EP<Hj#mlk)1&E
z6|eM(g}eaClrNtr3J&C>^*_u8d~)f%Rm%VfM5CE5qJe~<4ua<K5dT4pnIIl?0qKc>
zPJ`wnrjmp(K&ogM0V*>Sx={!<^8<+<{j(8%v_L+|cNiw9(?tRpEKnntgE|Ve4E;(q
zjgS^306O@0AzvgyD4;n+_adPNPn2vKXf*7-gBBVhu{YpStfodD*;~LcSfY{s7u0fs
zXE2t%Xav(lJ|M4%1+cQAhx#D_4Dta^29ebpBdr0|^MI#>_XhS1f}9i7cQhEW>jAC|
zmL82*C@?Q=u+%US0f5KXA5aVYh(W|aq#(Z%3}Oa)85}1_gn0}7gNgAk@(+g5j|T_O
z!vpOMq{bM}Bm7V1iln(K@beG`d!oV9-t2%_g;k#m)QMb35+-RGLKQ5+7bhNHn0<hs
z5+5DhB#BBA_yvI%kMNHnN=d!M6B2F0!k|MF@rj;wl2B!isY2q)LQ;XKasoxkN4f?n
zK@)KN0q>Bi_X!FL7^klv8XAh_zz8)_4^$&;n#2ubBj=!=H`&8*JvTi>UnB?!&?lJ4
z^U!x1ZO$<6h#w$Cr0BTKW(N7sHkwa|_jQ?U7~=t+UZ@@5`$LsZXjku}J)a~?3Hrui
zP9lFUo#u?^3`0<?bUi0RBf*kKX3R;pf5N6u9hwt#wk}fhTn-2crRQ-`1_wBWdw;T@
zhrcf&9@7K;y|Hw#*dR!xpnwvm^L%O3wG2?7A`=!V0rY^C08B=L04#Dkv?&-h*nae2
zKYpSUKLGjwR58-CghO>Iss50lhbNkgr=VbOaQ0$%D>VoGwQUxJn_&R_0cRHjdrHv6
z;xB|bA&BN3NYI3OAC$2U8X*LO&<um*1vHxvPv`|27Y+&fv-`ko#JJg9V?9GLZkRI(
ztl(;)quCQ?5+5Eoq(KBjNEpWMDRxO~!9h~kbf)Y5AtB-_jN#NGvI_b%FBrw1f)Igc
zFbFvq%*adt2WL1;GBB2eo-z(uLop6;bW56v{M3F>0F6>&)2}haLg@S;0m%YD3%(X;
zKa4l56QBhhwa!SIxqmSL>fw7Lm%K;>MhFj?5ut)0pN^0jNOKd`7|0y@qhrji?6H+J
z8GX^CA$=>WX~Z<MC46(C|J5=yBcsM4CP=l;3u^2DAFN<09@4?W5WxWO2GWcfSSca7
z3Z#YdV1C3blQvc*{U9TX(0Kx1WTc7EWJe4Hr1zm^^XZ`7S;z<@1PUo4LZD=ofEY82
z3lT}NAWo9PhD{C3bRU7Y514)8Xh<N6hUj!aE{g;HFEK))U@>$CCQ)MZKv`%u+B9wq
z+xB75ptr!tY@dHD<c$?01hHMnr-7jhDxMg3a5Nkp>|n_N!WJ=Mu7R}?!Ved9gc+RQ
ze>4?M<W7^PPX}yB>i|>rXg1Kb(u3z81QE<kskV~3f`$5q4?F{NP9n}ohJX=Jp`atl
zVSzrS+DDh-KUe_%UO{}Acts+A4*_8IBu9so_gB)xuvU`rkK{XUlF;9Sn84BWO<F#F
z{(dmK1_^?K(bNvJ2y9R_L{^S&2fYKKEUJwzbe>QU0gaJ#H5PH0ZT)F}!GR)#4#LLZ
z!RQDbQ%W4^Xo&g1gn`GcKX8g-AXFg)U51Q>_9#XtB~opod+|I_3{SupVc!7?G8#fF
zWGq<N1_OaySPC#9Fv8#(!K@2*ES*U%I{ug-Ky`DtEZB!ET@PA$1W;0F4E*vB!*L}L
zYj8i%d<8;8JXlSz&!&Ci0iTql(}l>gB0B|UKm&vV|3-vF2p!T6`G7`7tih~CdYe=;
zlwLrRjm8~jBAAs_@4%#sR(0)mHei+#Z`?Z)<|5k^#Q-~IGSk3N&j1c~LukMSBjGZ+
zs`!J;&<<D`GMH?cT7k{8v30<N;2A7FiPRGa0Rc7GG;U8y0fqEPl9Eos>g0P8*1gma
zLyT=Vi3Q@<h8-lZ7{XR=CKCdxupI)91SGzrZ3+<31;(@&?*4o63*2Eqi~tU|la)Xj
zc}0f~LTD0&wqdRUPc4MN@Z#4AELKv7Gm*i@=fhlxx__FVXQ05thgb$O&@vGDV9;P_
zuL)pV7*j0}_fGpQ;6gM^x&bUB2GatPgM4^_JP%NL*oA=f71DI#wn5*)^wOSM2Cp+L
zVWnuA5zGq&JR;h3sWmeM;z{j~{2B<A_%+xhfK)elXX)Vq5SedBAW$9PhLSX!7s3+=
z@s<K)!h=u;X`l&)MVjkiq=)D)T<p6ThA;%wSg^(Y&!|2&9sn;y;l*vI>%%%t$kzu$
zN1yMfZ*J+N&t$kU=Q`>;VJ?APj(r+`2tEs)e+Z5bCS`z9y^E(^8ZtD9!Hj(a<Om?y
zfM!<cZ5f&+_(-FZz(+@jNL}I&Mkcs<bZDXe!C(rK(=p7m()vXT4`EqS?Ly`O8i{z}
zj%Lh`swdPNRm_6#!3!pgAzFZt2eY&&7$g+TXMt}37}c;OWwDI@(w0)qAoLuC53Ix>
z8tOYdUDJH{JRum2h#lm(MhX}vALLGu)o)TL2?a-?L|Z=yp9NuRpw^J~Ei7aLz!C;m
z&>z-?6f#2TP{?@TP{OVrgvB5H2*ix$$@lg54&(*+z~&J!7_e2uMe_&p^mN2YVoDcd
z1{x{s47@M_?8ro<fdc_`Xb=yqFgy!)gpioU#Rxq-z?X<!eOeH^hJgZRnir{UIgkrT
zM~*!a()m=AkwXbJc`J5Vbx;jyY!cNVizX;gun-#>V3AJ)RTat$M++119pL)g7eCU%
zq#BFl7!3vROKO3i7WQm`47S%;>>4FpgB>xJv^6QzlpBaBNxAQcIR~vyf$g|rL<f>C
zL+E^{yd&vi$qFn%Iq5Rwfy30-7p8p53)!K$AQ3Rq+N4^G{Fc~5#HW#l2(161tB`}3
zwDY{EVbM_sNsBBU7G8u4_#aFs7@>N`95ffP*o5tbw{*~%?Dmx#itaIu!JkDMw^ZZ*
z@Y~Y((3v24V3wiI^Z;%!jqu931MUJs*+CH`2tjKKa$SIog%E)VWLBn6Lw!Kux62E_
zCp#u!`U)rYqYp2H533L`zy;vQg#9YyAmAc9q~meRrIFSxK{Fk#@X@3w;vt`iSda*@
z5YG*N8LMnqIV1Z5p(E@llH&&La-0pjemO?)-ygNNr`yp>gzZdq%U@gWkV*-Kt#F{c
zP@73tI~e5caS`E@R{C_Lje{jS?B>%w0)svI;O+Rs^rAeaq^u)6(qo4%nF^83iIqHZ
z{OI7>5pDJW)k#=zAUA&|8Us=`%&=fr;v8VuHzIlbFPdvC2(7?eO=Ggz5{pSJ`7#z0
zxG41uAV>i3!WvOxdtgt5gp)+jf*ijr<P)csvuKV*^9KWhKw#~9`QsIZp#j?d*8ZRX
zvlrVXq`V3JL$SP38b%!F_$#>4j@|`p7KBaGY}Auf{DYXZ(7f7yBt#tlXirA|v|&jf
zE}>-6tRl0V1pNjv5^-dNw0@|`r(GeW$(pEML>U~IfiQ{{%s7(RNQXu-)zPp#72D?G
z@z#Dn%bKy+i-25Gc!Ec~!hUuCK+=bf+~}YJi0KJiDlD#1M{|jc`AWyWXJCxf7(%^6
z8bA^yPB^sN>suMCH2}540G2UevpZPYIstoNkTKDkp*?fe0JeV`!2l(_rIg}8E%3to
zu1K2{P1AUaMp_+i@)b|f#;Es@`y3VwfB57m+%kqMco_h<RD2k1xD~5l$`F<{LdA$=
zwVQbmtoZdfVs{x6HpF9h8L=Le(o`~%E5;_R+gzkQG)O;DD`M>1qj~{)7Pj94yZ#ul
zVwBQq&V^0{UxWQTz^jaWhNSRfmVxl1*@LR8{T9mFvxJTW1&+PSFo{4{0P_iIdB8?*
zYN6IXHfiesT%(c&8FpWykS}S_0V1%(kr*3u43Upd)+7>BD?Me?DZ?FBH>f3uI4P0F
zbV>`a7>VpW4HG(c1PFmfAvo^@-Vm9<dJ}nN_%t>-gCX?oQYmYsqQM|zsNyLG6-LY?
zR$DMEs0oW|l#GpvH%Ci3#bEm6`+!Fgkq8T*_K1=(M2YE+@LA*ePKxvM!BOPx14c}H
zjgS^5dO&a>Y^8<8ogbQTc>w{~^`9W}5r8kza~ra|F;Ch<BrQgC*x?Qpk}G=51)26h
zfO~QK&5;%#+2-ibz_}IdEARt@lk9pz9NQ&JT52FLL%0?e@)m~cF7$^{;o<M&9~cBa
z2w0o(k>SVzlL-`V`!e{4nYSbuRFM#Z_t^i72L}%+7rb&q>Va_NQU*2(`uM|Y6~{rL
zCGAR-tl5W{EX6P!=Rso|ug{2;eS1{@VVFrb37ec^Pd#`^VO_cy`&>YB5d(~2`#^^(
zN5(<}<w~SH5b-4xo71CN!2S<n=K?W%!H=GT2;5Pm%n<XY!Jp^PfaM80oMkGY<H@^S
z0%fEX<f`5M5~$?gi6S5oObFo18i_D*!NMBC3hhWV>B*!lBRnQZHAtm@5H=<<cae45
z9u8@Fc7f0is2(YW<;jNyKc4N8-r<P|^^G+VUZeY>xyPsjiIEj?aX1GRMByAXSfMl%
z&s?Yuy!1d2@ZtEt!lZpUl+~12T@x+D29!{Unn<js31#CS5a5qDw6u$kaMe>2J`}{b
z$d(Y|_csfq7=)(rb`i@?(&FLAzzQ74QQ94TU<DvolrEBf0<ly^f^_~Gk$^<_WATEA
z%i^-R97ya!7rMZL3lcyekBbe#bDWm+N5&0wA(&=Huzr9XA4ABAA)K$~-dYUkXkGL#
z5B&pzgg!(;_;>sZ`iCa|h9YX{0elCrjRTxbVlc202fe`n<dMZ;FA^9Iu-yq#aOjYw
zgt6enCHzfX)DwNf7)AIUayU~J6POujU{jc-cjJNA8i<n+#bO|IGI>7e2Qt?O_}kIB
zVA3~<{NLa9^8d=MRuEQ_+$m%YyB)A4qd!~VXYMBwP(Q$RPBXzbO~aR2N#E@>GccHs
zAn@C4foG792%H+Q5rIKN*W94%eXP*7G(iBelmJ3rx1w(&2owb&k2?)r24&A9A6SNl
z@Mr;=2j2{&ZyqS%38&5^jueyJK!z*8C#SjSGU1xB_WutT^3c#90hfI1=>3j<hyBNp
z@5Q09VQ&d++r@vzD60&Df{-jpL#t{02fv|AOZ+bUMwO$={HIUx`zQmR`h)slQw(H%
zKxOC;Htga*{0x2s$nC+;s4%Q`@jIv@V`u<=7k<a($oItM01x^OIc)fo`kiV7`h>k+
zm{>%dxbaX2^&QtqGK2;A&>w08`b70p?@^x^4}zn%qH^#ZwGn+%f9M?+xI^)~zyvmQ
zAbJ;lV*KbkyaUFLq#@!T5EbGFRKy5agg&X_2nBip|B<LMDsd^)5cGf;gG!-igcda#
z{Z0`>eWJ$V1_BJMHX0iaE5I<+c=9(x2vCB8hMmpEM9uI!#sxWKupL<DH#XWL3`8OZ
zQh$gF+(FQeKR<En5f}dipax6-QIdlt24K>kNZcq%62B*n6B<Af{O2bc3b^-Bk4pVX
z*NwhQ!~XgXj6p>H^*hzc40N}almd{xv<|5X8-b7y0>}Y6B&x>&c_}42MBhfp^A^$A
z=#H()K@j)%F!%F@<pt6}<|1sPa2ZJdAeDtI7F`w-PBYZE=ku^mMDJPh0&MwsF@c`u
zNPTyL-CVOUF7(Zoz#8I>l_G31MmH%<<%JQC;F#i~X94W3@FQPA_#`S;qBY@XL?AIC
z>7wjTkbF>TY=~XqZ^-N<zJVy9U5=Pnvd2?`97~kE%q>|E6CfBSeM=UItAvZ7wqd^^
ze*Oa~DoUMS`7h7B#F(iv9pBG}E2Lh7h;RE>7lJ;PG~gd+YzVUao2v^ko6yAdzgHLj
zcVArydnhD*CAqo~l$}_z^d0#gK{OZWsQ*8&E(DDwX_)NLXzv0!$T5^18tq;nXDDq{
z{oA4O=LK@$G#B$mqWWOEk+iqNp#eu&N#6R$q46)TF2rp5hoJ!u1Ei@0LbPWLY1$yZ
z6(5XAWEf86fsZW=dX`XAq_(1zRy#j}u9rSTHZ0Y5S{YnjsCc$nE3lx)VyEoF2V9P-
zaM036A$?|i+G8=GY5vlSg4mMOUa#yfG{1i1ZW~{#cD?V(FM0Jllq^!ZTBJQ)yJ}Fc
zTkMR%lLKDvIe%YnSa@8Qxd*)0pHk|_7<OvuL*wJFOy{oxJvT4aH5<P8Y>pDvrO1~R
zyi_@T-EnvR;2(i(^E~4%@_mw@+MgU)xOe@b242AA-o^7ioj850ve)Y1Bi&}3n)LX1
z{QI8!rB=fex?EoN@^(zJrpEdGlMi;V-hkcVk}i@FJR?f|O6z1J>6r~h4%@vm6Bnfv
z=f4y@jF~Fau};PnQm=I^c+%tizeDgaoBm1gIA|*UpAtONO?l|f%+<{%mp6JbMhl!0
zj#mzpZ&+AZZ9cMZj{z!sZ&z@HDu>k`FZmt$^Y<=8?ab8{AEVPhx2X;2?%Y)|<$avo
zvgu0{Za$x}<RH!5<&uipc<)zpwD0tb;2(D@J?zpuJ>J!3F>|)nWNjK->CLuP+~)3Y
zHuQK`eoAv?jiSOPjzUZJ$Kr41Tb;B<GHmXfoj2Zb2NF8s3yth*isN*ZIv;emYTTA@
zHlS?r#^oov7{gKtR0VbTvP5fu;n<O|wWsA^zlV&LgM~mlst95NQb?U(Ax_CCI(~;q
z;*d2OFlI`M{s#}e#x17m0ci!F4@nWUjHCwT5mA<fz73e<NNFNbvw?+PyUG`AdkMwj
zYch>Glt5W6w#&tLbIp}4za~UoXnRNN##RgAJgYXAOL|f^PD$m_o4FT_J(W98dTD#p
zai7Ds5Wk=7t?s`k{d(d2%_Z3BRn`M0Yiwp!#WxdIXIIw)3(gc5MMmyER&n03?OATM
z+mq#8p9xnVd2~X{ss2gLfCs~G1ztO*)0eySMDe`-H$tNxoY+>b>+E=FU*_8@=k%&R
zM?G!3_H2t*@;3g!XP=z{cjrDRTW+jeU-A9qEA1KU1_{gWdz-c@SKfKhTzTimgJ-U<
z>w9f{?ITP{>h<{CktYMz9G<f!ZriEb+}m?QgQK>8VTn|}Je+(pQl(zL^q%U7y`Kzh
zY*TuC+{d)Bs1YdcFi?JK?Xh9im3v7B`@<XchIouLc)IzTv(1<1uFE%UzY{jZ>Gg8;
z$Uz&KDnq7uTz`CfKUva##vPL|^5@ShYfFlKHf({n6Sj*HswVH~Rko_RoIYm6u!z(t
zaJg;U!|=rT)bVlO>qm`R_HJZreuAyuwuGeH3%1_4Zuiw&f5zN*qu@tRmVWA`WldXE
z+{efLs;@Ek$o=#jZonL&DO^=L1zqPja@EGhIdP>nVOf_vMwr-Gz%7*9(N&sPGU2xk
zt8)9Qk3~0AZs`N>j#3}`B2Q)W#zxg%yb&g|UIL<>lVp%c3ScC*J;?%9YH$8Ut?HX^
zoKxRf>M?3nS<Moa&1E%tDi>-$8ON29|IF#d`x2Il+8N^CDBUQg$_0`D+$afk&AKwJ
zl>iVal2RelzWqCNOaB$R!htd@lhh;Ix|+I?n>Y304t_DhenD+t740!2HmtgF!(@s@
zEnj^MPsFmA^7iyikBZ}Iclfjc(JXB%e!Q`#x|78oe*cv$TQ!!v`QVXCgJbt7s;t>y
zF}-`7rHv*%=91?AKHJP+#>0Jfd+bA1in>f*u#rpG*2WiQ`sEJby3^RriOG9j79G04
zXk>|;V?TW0*JjEOOY`(<x|4V2=6r54x79fLR3K}qkD^liL7fEm?Yr!wMknijjBzxJ
zPwrwyZ<_37_jAu<WzY1h%JRP^dR_my=hc{G-LEnG0Pbi;|1sHX^W~Dh-1BLN`%maH
z&AjT-*q2u(KN)hRKJ0KUEx!AMf-6kR1&d~LYp>cF_KP++Ia+^h_-Ds58(Qz2Yjz8B
zPWSg1>3Q*(b9Zas!HG_@UYeL~d`W9e$TcZYxi%`aNVhAuj323~BbR;2+G@z<NzZ%m
zG<`;`IM(ych5J3teJ$rqTR(e&T=ST{cjoVJY5Hbb>Y((%HT9AIhi)MO7Na(e$%xNU
zo919Kd(#;GPqS}rPF<Bl=ftXej!Myo=S`+#_Kq!0+tD)i4Lgk%_4?=K5gV)ajlMwt
z*vKff9kRfQ&D*v#Ox0y%@1utgGp?JNY{;HCWWJM#w=D*K1zOTW9@CXS!Mm;RhZSwU
z{~=*?`bD4Lt_`DyBn{t^)n7Z$w=~pF>BQLWdDd-r4DCneJZyQt>(kweP8Wqv2JERb
zl$_>kzdkr4{Di>oLuHhia)wvg`?i#}f}>Af?+iJlQJrIIny*pk#Livg-841djZ@0k
z>gUXNFEv~{tIY6+$9T2(k;Mz2X*`-*{5v9f^r%7GUkdL}GrX6PTvE_SkWv?Jecee|
z9>Lh*x<JsW*R0qu?JbAY^0ziNJbd8ZkZz{u@0oJoIdA=&t8&+PAq8iz<{v2Vcv`S|
zv)!I~&hB^iagBaB_uHI#Y-Cp}M#5_)U$>_-1=sr(-f3FXtYB|8J#6Lv0cRE3cC_}a
z&;7MUb5_yuDJQRc`t(f-sNY=Q_VU@s9qGZka}rl%_9?c%VU-?G9UINx`bkGu@ra+*
zrENO2ydBzI&bC|(SQL7GwhvsBsd$T*b2|lHlbP((I{XHEK3tRO9O6B_!8Z4Y$O~VS
z>Cv1&E9M@)CesjIli6cN!s>Hs=$gzLxF%BxU6W}#t)(&gN$@b2#FaaZ%?#T1t{=AL
z;=Zw*{;3OA#2z^^^vAn*i%L|Q&-G#JhdbK7=$>x;_Nc;wQQa<0*4neDzi`WFm7K87
zISRb4783@pJ9bG}*z#mdKzhs5K*t%gtSkZsjJWB3aI2z0<hq2aqZ^l6(&`^~zu7M*
zc+hvty`2Jb9#6FzFj9Y%&CE0B2hT1sNimqSqUYj)Dl;~z_Kw|cBe$dV^XCOq=N;CM
zD`=Ur;a=wSDWQr_{65XfV0XK5#wX<4)i_$swykf1%<>Y<^-_4=DMK?Z<n7=3b<~cc
ziE2eN2R|Nr*RFX)$V^Aq+?rLpYu{dTuJ!G<!p#4X)5Z5W&n9h(;gnQP4LzsEXGagb
zW%$l;#I&ntY4_7TDp$|@l{|g@aQe};%FCL<V@5oDS^Vo&^Vb<o*Alv%&>qkDx^u%I
zk42-`z9>mG>h|fG+SKwhi?*#icKf@6>n8;-cbC$$3smlY$viUKF2Js^#r@1^wS!O6
z_n4o%yx7WM%-s<qTLRZ=%lG}Xva#QTXw_9tM&bH*M>uNiSRMbF{X*{N+Yhz=OVTd%
z{u%gYOG#?tu<t742U*BxDui6$QKeN{f4a|1L8eCa>f~BKpE}d}h8@W^&V1|8H4~g(
z4cc&XiHd!?rS_M}ok|*wD>lSFURge8<qxY@`tz5jD35uUV8Xhv|49FZAzKr&e(HX3
zEQ)sfpf{J1F)BSQE=g!_pS0M@-r-l>wHJN4-{rVf$8;>$eCnZnX!7s*yQ?ELN@}bf
zwV!m+HQOyrkLy*NFEDmc)^@m9Axw&#VtDx10`B!UeEW^6;n(>?uFTVqnA+og_{F|L
z^;Z*jS8XnPQKeY+%YZhu^w()O<@)>iZiyyqYGU;wH?=uh43jf2v>pEP%-#DMxlyH0
z4SuL^E;1bIaDH4WYgX_B)BL?p>K`4Q_3hWC$`1$T)Lz)te{ST$4Bv}0uPc=;={7LW
z`P}bC+5G7d?;dr2QF`!dNzG2ZPZRS;X19!-V?1wi@~qlbB~Ow^j_yv^pP80t@7&Zd
z%A|bfh@TGq;Ev4wiC5kEtvPi&)SQ%7wcguW)7QR}en91<n$R-AqoY4^o|)tav$LLe
z%Jxs(s$1RTWG^Mh(6FBxt!F0W|E}uVtX#IFYlhS%nZEdv%%gBg=9kEn;gU--&+F48
z&i6Ka-6gdq`8DTuP~64$Q!g6XnIz60pti<6PPx;&s*ifb^5+LPPXB&+nbYD|TK)6)
z%ypS_+HJI*F?mU*YuEdO^x%@rzUY$7zE!t0Ov+9jv))~8_$^?9QHySU_l>3(e|aSH
z_9~U1R#gq_8K_iSan<Z3v&X%G*$tP@?~DF!OI(sU;CWK$#AQ9$oJslnJVrFtSIv2<
zY2TQ*x6QhEmG+XojkA7MCKrBHA}`4t;J#_@f*`mgb7SZIqPT&z)m_mgnN{5`$iMdu
z7xg$6TGcdfsLn9sdi4e~-{@-zyUt#}`PDFB(L%?A0p3x|n5xHTH|ngjdHFdzQ6$$X
zBE<BNU-Rg-ckRcn8Qvvd;qhtq%u409hnIfe*}XZbH_iBch5R$cAm*&2X{E1}G>aRS
zSL}MAY9gAs#PWX90e;R!m*$ttmI<!qe*GZIo;rMBb=%=3ZA`00$%l%gQ#;=`^x}W)
zRk6z^)=HsZ=!_?p`-F@K?kYcTj~e-D{=&>>X%1_S`up!rODoXm@3ZjOUHz$xE{-(n
zk+9K~r^H@<dRX<v7nSjIj{1H4U89#>+j2ElwCh~k&1r47FaPNFIO^i4OD(*%wIM5J
zrG9Nr2-k3XTd-}&GPlK}^P-B~&EA=gxLy8gX~GuIfu(9^em%VZW^qWA&AEvSr&y;Q
zT$6tAlA@eK6Oi*!af_MSkBv=Aoxhb`7`M)1(!)HB#KH0b?8_rp42l@QV=q#!ex37h
zcfq1VZ3Ev#etCD6dw$47ZLhO?TX&?Wp(`?<!4;WR=!(n+d_^X`OnJ>QhtMhU2hPTr
zzPMyGDW=zKjjf*yZPse`3|0L)=&JBh(b82LcD}h5_C3|_@blF7!InuwveiyrToJp=
z)8*)rL4FhFC0Cwp(tUT(F+FI(NRiXbSWeWZwh=8qi`uGkZa;rDo#F9oEUQUzr{X2Y
z6PsFN4(#6+oorjD-rap$%8unn<b8Y`vJIJ~mCV%_j+gavFG&ryw*AnpGh<r*mBgQn
z0@aE>%cnI6#%Jg#JY2=@&OSVLeo`?fs?z!Hi55*>lE3%1YcEIL2$*D36Tj+w(WL37
z`=|9;qi~3^x_jt1!y}Fj8E<D#YMQB>c<f#9+WCD49(}^wV)We0yG!RU6XrB6@9dzT
zbYe)qElUo0R*%~oHt`83+Q@a0&)pLZUPDi+k6-xtY+Cf#DFc$Kk82E3*s@4n)y3ua
zwL4L&PrF&yZm`JGKW!24XwB+fd5ZZr#?lV$RZ4fhJ0MT%!Jg`tDidW<$`_$9)1mp<
zug0!EmQUm_)@A3Y(Zd!5Skc*CT{xY0_6`V99M(P3=Z>@W_%~dOKHJx?_&qT6oKya!
z;I_={zFEvg*F)u$zvrJ`oKUo!Zxrx#d@=Xq57YXbjHV!)UiHH*(z&%|I|mQF7k{y6
zag<=+=Yg(jA&=4;Zs%&o6xs87csLAGe!L`Fv#_E39<N(O?ybH(oq}@J=IGdK)<!Gn
zsn-oSR%vAUa(S06F#~3FJ7RT#-Hk7QRBnUL-Rr5`lSBLZ_K7dD8)c<l7GwRfB%If6
z*|*;r>(v4l8}svBA8Cd?RyZ=aagTmuP(bPOj|01foL6*y`|;+8z6qA2pU0$J&0cR}
z&*m8|R*UOH_X~EvciHJlYV<=N=!TgKjVicX!xP6OU*dGztKHc!jnBNss_LAfa%lX%
zxzV+|gM-gInP@)Topyf70{=4&K?h>iF}8O3XyELfZ&VT4XJJ!#<?GFJ{LY=a?Y;c`
zR=cEx9j%6)wmiDsl-GQ-=EIGcLAeRD0^ov7<qd~)c$NFE=336ASsYrT$Z4LQSFM(#
zP?-L3XJFlrw$`eg!dlg&q9^XR<PPa-dq;;o?BYB++-C*d@s~F5=!tK63(T+I(_K}<
zJ(iz+=h2P(3(a?RorEsP+*LQ??cgfqlH~6X7hjO?>HPiC)8r8g*JV7lWS_Eop(gMN
zY0L8)-!`RlV&n7s8Ak(R`WDV#GrX;);o_PnJ=XR~wtT(YE%j~cQ^)v*^^f|!KOLL>
zqwwLgr)SQdd;RWNOVsbM#dBICS?^jbw&ng(+4iu@{kexvxVrizxmTX)JhXG->Jqh}
zmpwi$*sVJ*JNVGm+O6vAZWh($JamfsQ0X^*b)-?mlxY$6{CD*iK6e^1L*sG9$+G^6
z?003omsVuG&(~UAwf6{bhx)DOd#6u0QQY;uU$^xAFNeEyZ?#VowK`O#UO3L~LEMm;
ze({Q7EvIT(<4ER_y9b73sIbuunJ2QBMJn`2?mF{A*O~16pq&S5b_oagzzvxneCoWY
z8!{Kc4VkYWq<X0{1)CndD3L4hh+ErRZvGvow!O^a#?%W2>!-SY^S<}q<+J<=h3Tz6
z`Mz^C6{cT!oBGkdP}B6M<<U1c4GOCYlzQGkH)IywS+VZtQd@LGrn>#(pZ7j^kG1#K
zX=UCzyir$kV4$IImfyyd%I8_pdFxvpV%6VOD~x{G7*tf)Z-mm<95sW(;U87<E)IEB
z$e*)+Qp5AR!J6JTVkf%QXIGuLKWzBgF?EZ=S}I=WW`9w4opV#5=o<3k|FHMgQB}1I
z->x7jB}hv*NOyO4iy}yubcb|FOQ>|WGzbVHB`GNl(nxnpek%x{z4vp*bH@AbamIHB
z|KOVIT63=XTkZVK`@S?A7-Hlfrb(&I$rEMfC3R7J|7CC6oa6RInI?HP-Re8;ybJF@
z$mb?U@wAXy9QK%xcJACJ0(xlWO5QC^ZH`{=LWlQFHG7YJY~K}*R9Pfjc>EkDeB2(c
z=v5VgxSQSEq!HNFR%km^n1!WqTw|)f72gmUs@cU7PH9}gpqP}GK|4Q2HeW^+UFLNu
zUakO*HH8j4((=S9Ryi5wuutFeKxSBWiz}BQlqxB&XFp)_v}G0U*U0Iw>izh>N3HTD
z7<%2NFH>dqUY%onU1zF(V3{s|KMSowSj*IdG#6dVL-#X9rtm5DhbS5fu4hc}RIV&p
zGojvF_h88%Ig+gQiy%C%hjg3U<g9i0RNHqRDiKYxi}=zr0r>%yo1tR3{rSMYU3f^~
z<3}?0hRiYF$u{nxOgw-r&rb0>ULqV2Z)G!&F|c_W6dtW(=&`q+5(-t--8z{o>dyPa
zH_oGNYH+qZax8t6j@9pNad-KL5iWXt2P_Cp<>V)mPq!i}1H&Z@1q~7fpVA0p*ttom
zex<kn3Z>_R-857hmmF1XYNAkRq56rSFB~zPzC`o&(MiOSAPN+YglqP$%=_I;uY33y
zA59uFJhnQAGqK}}l4pebFbid1{qDgADE*qTm+=4CkIzfkie<_0VAkNdQsU&MJmSml
zy$$9f+W~r(rA8tZxmO_{{gnc{lHNF2^%g=V6FIBD*jM?|SuM(l^0N1IsB&uF<&vqO
z(s5jpW2mC0T9}aw4Xt{U#_n~fZ#?3-t1rYW6tjWxIXWIVnaQu;mYz6XG8aPF&*yiQ
zwsH8f|185QvJM;wlfl=Qo_}gp7^Sq~${gl}%;*U3HeuN#^fX)d$EHp>)jWyA7ls5a
zSlClaBo%QnwtNpR?sZS$of3;9*CWDgAu<2lu}#@t*USe#<-YSHrq87+j0t)qc-I^@
z2snP8SoalPdLmC8qVk@--1J_~Oz#WBl;BHqK<^edKp_K2GM}f<F*DyvGT%>C&u1oA
z_mu}+Nis#RC7JgJkTAo^V`Q-c`HSfsQ!e>Lj-3v<%HhMu`S$x)8d+^o8q56&<UbaD
zNlql8|6=bh@3*qVo6zbg)!pIo;2@U~K`xl*fRUgli_pFonimT`SEnsbj*GWPuYZsH
zH9OFf+20SVRygr;U-$rBqROg#$CoviH?PoicCFhDO=qFdZc9dXQ;5qMilIdk`j`Z-
zASH(~gm;`P?U3igu3T79M|xbi4M9%xqhxX)zfYFx-=3<VP`D4^xCgo^FwHZShMcx>
zaViQB+@IU2Q>wH3oe?<pIk~dC%d$cL>BtKAs6tH<(*$dEh7|kxY#$0%??Mtc#s*!4
zyFrjmz03n~vCho7(E<14I4FKXk7_5c%jwjk@*M`>rs?81LL#OkVeC=L7*#`Usk1Bs
zyy{G48Vu&|va<rNdjv)SKML*<N=t8Z>b`XSJVC2cvITQFd<=^Rf7xh@Oz1z)aUA$t
zLDK&M>vB2OPH&GlQJ<r*vf1jMd4SdU%m;yuNyM3amH2~iCj^gsN*B@ZPnaTqxOagv
z0~aH?lf3N2f9!u=*t;HqscmouBTufDy{o$5-!&G7E~V}t8qMTG`7AG#`ht>y@$z^?
z8W-+DZv`e8H{0_d-P9{F^fG+6%&*#aD1b^PW*|J`(X71tsS?Y9hqvctp#Z&*O`LB%
zLg93Rp472tPKjpS-&6z~f7?d^PE!RR7yq-50?d$eb+8<8b^@S}0!+dKTK?<de$cAd
zhvENW9|hX-^*aB>iU737*Z1?kR}uVKfZcg9!5SODbo*D{hC46jmHY;5%mm8^u8nPg
z(}IAf{sB%yx$|P)s67CW2+#`!9Oejmv;YDUFas}LGqASe%Efx6v;e>6z{(0Rxz<-)
z5s<Fpid?BHzyz$S0F!HN#T5Z*Dz3<tvf_$>Ce^<pSGo!?0qZHi<XTm6ML=qbD{`f&
z026Q?uwn8x8}Ly8X8@DiY#;*4a7Avi0SPz*nA~Oq5m1IJa+3{2KpC#cO*S9_X8@Di
zY#;*4a7Avi0SPz**f4pU4M@Nlz~nX?h=4L&k(+El0?q&?x7k1hl;MipWCIaUhAVQD
z4M@Nlz~nX?h=4L&k(+El0?q(7Ox|V#5^x4Exy=S5pbS^!CL54|Gl0o$HV^@2xFR>%
zKm?TGiri!a5^x4Exy=S5pbS^!CL54|Gk^_~x7mOMoB>R3vw;XG!xg#71|;ANU~-!c
zL_is?$W1m70cE%%H`#y$oB>R3vw;XG!xg#71|*;iSBA;kY(N6aa7Avjfe0|eHMz+K
zB%lme<Te|K05e>Zn`|Hg%y3O^vH=Mw!xg#B1|q-=*W@M}kbv`CeK!C<-$1tl5^x?c
zxy=S5pgdRPCL54|^MJ{1HV^^jxgs~&Km?TMiri!a5^x?cxy=S5pgdRPCL54|^MDPL
zx7mOMoB>R3vw;XG!xg#71|;ANU~-!cL_is?$W1m70cE%%H`#y$oB>R3vw;XG!xg#7
z1|;ANV8i5XHXs3K0F&EnAOgy8MQ*YI2{;3o+-3t2P=+gVlMO^b8Lr4pHXs3K0F&En
zAOgy8MQ*YI2{;4TFnOB|NWdAu<Te|KfHGW>n`}S=&HyI2*+2x8;fma30})V$D{_+!
zNWdAu<Te|KfHGW>n`}S=&Hy${-ev<5a0W2B%?2W%3|HhP8<2oAfXQt(5CLVlA~)GU
z1eD>5+++h1a0W2B%?2W%3|HhP8<2oAT>lojO$TJ)6xZxFABcf++_0O3Kn6~7&2BS-
z7%0mPyGaRRpfoq^CMS@A^IWsrq#y=Lbi;140@<Ax^XBI+aC){oFDCFuKk$VCda2)e
zF#(UpwZrh%A_;zMz{}Sj!&?gaAh>aA{^`L4KCXW*1N?h{`3JB4n?U;K^0m9~cFT8O
z%sVgUtzq)kl6n0)y0%h+Uq!&B>(|f?0e+!enJmFx)f)o*I=LdCua6s(<?Yh7^YMC}
zTT3S3lM{5v>6+XwUArEy3E<$%9~RN;_ZHyxfBoD6EnmO4ZYlV^1zx`MV*dMd2Ox(e
zVD^D)cfg$&6L6aOzl_qq^J3n4F@XaN0Mn@6c`^URqxI)(CU;)U8-?hd7nA7DiwQK&
z-FY$pa8!b{ymwwq;5P|a+;r!~1k8H~6pH}FcmJlDz4KxMrrr3%>kK>(<o2Zln(+ku
zvz-z2oqXrT1iC_jHjXQc_5TZvDxePnuXyWzyz^q-c`@(2m`s4_i|)Lbx1YLzdHn9Y
zn0H>xJ1-_!D|+X}yz^p$Ci1`YV%~W%iSE3Zf6jk<Yfbz^M5sw60iFOHWODrLY}<d%
z_zapc`ac@S05dY)c`<Jso>z01-+3|byqI@hOu%GXcV0}u48&kRCTPC(|171v^J3n4
zF#+>D-+3_sN8Rtdm;ih2^`Z4!AtK9PwHZLc#GM!O&Wm~H#RT}@uRSeyUQBQycjv_f
zHIvtVOu!GXJ1?faiIsts`JET@&Wj0BumgN5!1>g#Bw=@6OrTv1Xs^5TVqTqCdZj*P
z`Kt)-54qo+7xU`$mpd;e)twjf`af*fFNQlWCjHG1^E)pl;Hws3>7oMs_PFz6-gz-^
zESCTO@?ruUb+^uo|GClS{}wMMz*u)1`!9MPfUo^OOow*k6ai0%#tHnr1#pS{%XDae
zI-dUNbZCDHpZ;FY1G>XMW;44MoBVYLIRBjF?SKAc0;YYt*2nyfGL4Co{lBQ^v505{
zdZ7Zg+=KBpbU)>(Ppl<AMyw2}v*3A?>)huJ5<`9BLtK=dQGmOYh^iyDQL-_i-F{mc
zcLtS~doPWqNVF;B8|BgpT~GubdTh83qZ>xM@&?H~cSmFB0_HnMoK{!UmFC3y9x@s1
zrIq)WjQ02#@un^0q8qZG2lAfn1RH)<^=jV_t{=49iqrMUDaJRCnzORu3Dkm!Z(QTs
zJwc|+;^`u1rdF)3_4rDI^!r}VoJ7&zOu@$qoM`X*IlPsmfu6Lh*V6wtk~EN3@p{Mp
z@@C+?_UimOHz4Pg)eU4W1k4S{3H%88w>JZ5)tim}Gkp+f%h&7t7v}~9?eX>f{IAUo
z2(UrlKEF5mAWong@;?f!fbZRFmy>g1lID5%e0Ahy{Y$;yBaO&4LnL_&^vDpdM$8FF
zQImBW&uEe3L{ck<Dw)fEm9MX?xrdU)9<@K##;6aD$x2S@CgFP@LOWcnp;kcCSv;jR
z`Sq*9n3+!Ag_Xuev1Prt6?^m0#zYMD;pR^8D>UQJ2G8EVNvxaDq6_|2TfatZ$eJnr
zKur|`>1@r1?s91|<?M}YM<#8#bGt%^dy_WD=`3%_)1~>SkD}DtC1NTm2kQbFLNBK^
zg|=RLI=w5WM1P-AVycH}eOcuA6z{#B7=`j8{}Qk9<j}cV&-X5+E@KI%d9rqlo*b?K
z;XTvvw-w0Y>7a|qA8szn$M<t{1}|bi=svQueFwPQ*;|SpuV9z|vp7SdA5SFhH)~GU
zIkzi%HxuycV4vYeCDt}Y6aMZFgy*nVx1fAtijOB|hv>gJfCrEV75dGayw5;I;Zw+J
znn=7@r<IZH!Ebqe7=!lJ9{qewi43a~uyYC>hQFv!%5!oH_JLP2$6<x*@w-XGm*9(e
z9$us}X?Oy)J83`{5H(PsgAUN{(6#`4Jnw-nAQ7NcNEzq@avuU*7XWk#WdU76ia-qz
zIzXMH5e$$DA^HQPLNY)@P8jK5HgdZHXd_fWGZAnF^U%G2aIX<<EiZw}AatNIC>Wp&
z(s%%{1>v>mU;Ux=FLB`w2kxgE`(Jhn`vE{^1PTD!shf1AOYi@(x3>To<#sK%Y}Y?C
z-hzMKT-`s~Ttdh{+PfW>C<%!-cwyV96bgHA@b5BE#hZSa5|9(`u|`CfaN!b@+b1uU
zuD(!MW_=qah(n&v42Q=Yp$3o#E%*R0+6v)7A>({bMT86teW3{BEh0`&<=a3^iWMU?
z^EMKplSs}9-4#+=JIp~*HAVwVI*5!{=LvIzmr*M~9<)%CE6lOYx~J;DxM{kW_W&u`
z#OR=}gs+>IE1udN5BLuqt}kR+j3L^3S;k7QX!(l!+f`WB=o#1!{(kdd!pu{MZnED(
zO@w{2@r0RYqUAvzZ}$Ow71mUs-~1U~OgqG(Y}PjFK6-VXJIN$x{zS6|PjbG)Lq%WX
z@p%oAWHTqO;m8~_IjF&zxB{Z#=o~W(&_%N0cRA@1e&Z$MG`^XYhy&CzHt$o!Jsyrq
z#S%OZUWnqEQoqktXlOw!3q{xBB8vN4LI+lt#Dp4P4;pFegOj(=(qITtNQRn^eru8(
z`TF!ES)Vd+jlO4t;|P+6llV~%W!u~2#AG~wz#rZg0WKa}bl3Dz^yhE0Ox#_9J#EMB
z&|PiE_s}mF%v+zd3vjvZNRnD8J<>&Ya$eRHMM}wwV+`iw-KR?r=p9tWZXqN%Q5Qr?
z&il+5EX2EC=!MIx!efaZ2)wQP0dlv5*`Cy+0o@9~r^zEE*+@zC2k%BJ=WEFWXQd6z
zl?3dO9tFK(|LSU7V9(aTI)UCTs}j?U_CeOgRAb5_KB4wty0<y+S-ESyk-)~QqvLG+
z)xgSE3cc%XCxeLVvvKYN>m%JZ&pJibaN2E<GS%$5FGi6AU8jpikJ=muHtV&sr8>m2
zI3FLVbnluPG17^~FS=?)?xJf}5Of)Sc#13Nqeh%8O-9p}OZM9BkWI37CF1+zI0|Zw
z(K#+OAzKanEQVcL>WxH>jrn;r)k2zwCjEE`=lMa#YR{q|NHjWDkqxi)LA!zT&;f*!
zyp4Siru{Eu+@Ur=`XJor<Sz`FW8g$N4<!ygcD9aW25K;AWxUkhXk{CcsN_28>ctuG
z${=K@aghE1=z~gb^g*e`iUfJ+aEZ;&Q!w~s1~Qqa_Qj%%tJzF<J}&eSO+*qMEq&{u
zNzUXt*)-0A$)HwMM}JA<*y92TlTHEcIfi10D19mv37?ouX$b#1d3*OtAM{uNqz^)h
zY|ehdff1_h<@fLUAc}0x6_7sYSc;k`4WtiBc817Cu)HtIPXW*enE>@cjM>iSTpd(T
zNJwIXiH%BBq+k;HTZGm}PU@715`p@lO$V$ous(=L83PKS56X8HGJXNQW|GwiBdSrZ
zi26%1gLr2^vN6l!3*N_f>Z=mU&(FwOb=9b{cmg&noIf_l`D|#j*18&qKD3eUu)|dt
z?;yhLHZgwA5$-<_F8$+!>?)*<iLxQ1dgg~kiE$+<hctYNGuE8s7lzvE_m1}}`Pd3J
zPuvYSIpM-BanH*>baOth9?l#Jr6oRve423hY|ZSq@e8`$)Gs9NGm}e5Jq96LC(!}}
z68)444|wy}zx7!%Ylo__q+t^jn2J2S?4CjoQv<lk+<UZ_gI=1zggdOSk*B$8I~<t7
z8+Bk377Y27SB#;vu2gA+y%`ogfP=5ZOAme_`bF^U+b2?(%^10Gv4b~*r&&spzj2%(
z&w&CVrsO8MGu!#d#&~s}UGj|=4?FVcD^$K_CfODwVI|VY9b{Qxn{EbFPBo8t;Fzka
zsk3rd#F5nZwI|B^v{c9#^1~5f69mRHMQSqQ$}q}{9yWc-a&d~{Z_f~S-jDI=m0u-$
z;u-Qe#&YgMf(&MXDTd0I%vke+SjOQu8eG4NpCU)ZL@Q9iYQ8r#Vf>ovleph|kT-dR
z%BxM5^@FZ&cdyatIa8x6J7U|cP>XJLyhFJ{o_apv6N#NKp=zY!?`?4cm_|ah2fSZT
zEyE$BFsCZ4w=G(m2N-$cD*i<wv@4v$-{wJ0i~>oiNftTBH!z4bTCZ;v?;eq5*&Xo6
z1V2AiZPKCF+=S!w@S|FtK<THC=-*#dOGge-I*zl;X07+(JtacbJUA^Lj)%$nK!6M<
zKre=jIc*;V8&7W9LfI&6N^bZ(?tyP@JefLT?iWRuR%W%ast+aU9OP&6PZn*0vH%7l
zV~{~e1i2bu5YmUI5M)qX%h;}6tk@WFAF)avtHDuM6kKamE)zSw=bQSrrg_(M`KZR|
zvJ`ewfVB-tRqjRJ>UmUBpksai&*TG5rK~C66SxES_;mTBwUcV2zzge5!TN?}2$aDX
z1jcaV_tU%sr1Bp*kS1tLX^Uy70(C;J1wyGTeIma&_T&m9bKZ7A8q?|Sc*N1BJ&-5=
zTF}B@3){}{6KdxNg(~fnbBdBA23|R>v2?kOcvnus$7h)GzOBP0ml{T~xxO3>Fff=t
z+^{=lg95Qku>Bx`P`3ARt||f<9V#4i1J{<|4t~K;yzcOD|Iu=N{R3o6ACZ7VEDN;!
zZ(&Vo$Ayn9R*+_%drq@8d(jHwmDiaJYOw%3yh~{0U7w(H^9UZAV4<rkT73`UdHbcg
za^$DZT7%9J)ukyyJnz`Ak6pAcedWUx^3lZ)+pv<9G@*M*tjM&!4%vs_^Xe^v9p0GY
zREjrUd@HJB@7>6g(Rq?4@c5GOWDhk1f>WaI`D}uBPuuFyp2la9+)2m!)t*=O$y{nS
z8M&oV?>{?QO@{1UWKlQ&Na+298C21?sSvgnL9F~SsOE7ywwIQ^<6*Mmq^WAIiMK6j
zz8hQ&QY$W^&*f)7qGTDwgNcEa?SqYtfr02sUq~@o^^+_qy4Y`vI%TCiUAiq1RU&Sj
zKXJ*2KTe!pR?B?ka$jhQ>zVdg%(+;aJBMtYwua~T&=5$+Yrw!dKR5W<hQ(bdjr6tn
z)0IMqg|t^`!R--1A#{4H5ULeyi3z5aQIL}fLWN^rpE%E-#u2-)UgsF+hFai2ct!O9
z$*|2s!$`8B8Qu3D|FV`}b1t7rbghx+j{@Q&&BUYboYTd7Zuin+e+R6-G-KXhQgFI}
z<F=YH>Dy3ug3<cIj!<6V!I|k$qv9jI%ES3c-rSBg*7}GT`(;KTHuNmK?;&KQg{D))
zLz_Kb9IKRhI*h@*WRB{**-jy+<r3>C^EI~QrfvzDfuAE^$?H@*GkZb|EQ9j5=NP_v
zLM6PcBAhtD3B^M*3iT9gO`d%V@p5%o$@8sq4D-WBLp6c$%UO$A)A^8WtU1HMvHEM+
zTC?M=P;YhQYe-Z#{ULRdjKb)C>zed`Y&=gMA8-tRhH3W54ADsVX*H9R)kQ&hrqzx}
z6XR45V|0s5)ND{_QyLoN3W4_lqJR+h3&8*;R_FZUXYb5-#A><Aa$HMj5~c#%(RKI6
z@hMF26F9b_GH&`BY+>o_`?%yWJ;d>q&dz!i44Z#SF_W!=RJd<ZI|h^87LNU;*mx#b
z89Lo@Bd}FCGZA)ic-Vuvf-oS1s3TGL&2N8WIHS|P5|(UTM>l9rwuQzD8E#Vc6<mYI
zgb7Q!;daSkVneeR6NDc3EZa5H-0Ftn?sN4b1i+aZ5v@`58QtgR34rlsXI(BxPb$YF
zmV6f?cuAM+kz*9GexjyHszEv!vjIo2+PkV1GI;RB&MRYbtl4FHYu29cQx1#r3_2=v
zH<RU5S9@##cR}sp2MTGc{%^At8)FxUu*@aj(H$8VM|T?Vu$J{E2<Y$~Q(;#UA$5b0
zEAL19Q-9-SY;4i56E6JJ{kA$qaDhlHrjaIcTUIE(=?Mf&NCh(+tP@N6eMn)aJiqn~
z2gVgX&L;(eFV8Pm$Y8s0^UW(?@jyiw>$2S^IEH?Yyg0fwncV;%ON?-y^cjtb$pDhS
zB&e&Vy_xZmczG)|DqhP5GG2|wP&a&Rm}6i}h-_CHcaA~wFDZ&0IiYrGudtD_*g@uY
z2sQWx{Qmq@fJMl$L8ajBx`IM#;)sM5&&Emv$$n-7x7_epft({@b!=U4%^B)<z;Dps
zT__s1@UM22>tTp&Psg;~dS5ub#MDkrs_=;liJ)avHiZ9(DHedA4v8upu5WLLg7YzK
zmRt8#e4SL)*XiPj4YOCB4TDKAb|iw9N?h>YzN6(bcZfiUM(#d^cdILmICvnOY)OpR
z^ES!cpI<wh9bp%bO836(r9)9fgRzbP6x&|;k{`~)vfbvXI5eh~{G&eEWaVmc++Z!w
zf(iM0WiM)8?1PmjygGhzBg9gd&ZpbDM-aTCi*J7~VPPcAYd(l_w{a6ruClhDW<Q;%
z9XYDvJ%4<;MQ9cF-Xld8_v=IQ^?E2Hb_fUMRsE-wxUF#xRt>IRYRx(il8#BH_R6Jl
z-XY_RY5Wk0dge6A=C;~9Iga0E-6LML|E<m7y*#}vO5Y=g*`ij9Y@K*`E6eeZMrtW?
z%-@i;kaG5|VG#WHKTqNlIXz*-!@%lio-v+FoOfzkMBhxJ-mj9IOsag2KU~c8wQ<(>
z-8Wj9M`n03p-|bzy4{t#zv<AKVcY#++l`EdEPTQ_%G4UN2w~jP3lp^JxrPHRYHe$u
z<^9NhX_x4dDWzf==nrq*hK~9et~xE}L_}YHmMg#%Go)s<H+!gR0fPXmVZUE|qD+`h
z@Ii+D*GFSD``ajWDJ<Vd4F+(D%)hUU@-K_tXWrc+R^=P&)rhS=$m#Aiij~)>(0`$V
zpy|V~VD?;N5|^#8@fn2vql2Ued;_1bLfdp5YAO*(kt>SuIP+ZA&`KM@4k59PnSOvn
zXu#j=r8(Fkv`zWSOyg|Tess|#qK9sgGk~IYn{Eb6nR2@?lV*qP;g1FR#kap~xvOV4
z2#RBZKh!Kwl(lLQ^zIuKl_V)GFIb8{?)>$cAFqOt>CLm^27_6Bo(6ewx08xOV{@U;
zUBi15?7i&#mTM76q7sq~6A~~s0}{GjB8%thpVx=;v7Wr1Wc}zQrz6=)yT}&)j%5+6
zy=Os5eSR#n)liAT5aKdSJ;jzD51j|-5W)sKgv<{#hh<Z^+8Oq#@NXPKD*%TO=Ry3;
zqZ4^+biJNG9YTnfBntPl(W-^DK@K5458WDoL+CfaA;e6<6~_cG32+Fdwl+9<`NqKW
zpdKv$XgVowNUnZjTt)AMRg<z~A}pFbyJj^Y4`Eu2_#?8&GydyRb@k8KQOI_qaw@|I
zn*!!f;J(Fwh2J?M91w2hGDkPqQ4Q*pddpnza>zm2Sn{m?aaL}GL{039)4Ck~R9F{9
zi)BWm|7*+Sx-Y#pxF2ibMx%CXez+f8n7A!#(A+1{hvHU2&5z}gN#A!!n<uBD*e3po
z|9FM^O+vuo;FS2YHHcsBsrKFjbG0L$UtkZsqHR=rRbO`~C!^1#W*A_QI}dJYjU}S<
z4g7la0**V~Vb$wlst&dxa=24WHSSd7IpbGrw@5h3fzY{SM<=~wvt+9eHt!M~<MLpA
zCE2>^dN9TDnV+JrO(jo27k~{yyx%#+7(Wy*ottTHl}>pgmKP>r{-9&)rtf(u8|rtj
zsJ0WY*ye4tkfv3iu0<MqHywZ3{i?wYnJ+I(mp+&xrQ$p_4CnibQ!yJ^XC1_&%0X`*
zs)k$d`YJBeb|l&q%HFF~W^}^Q4!MRIDf$p9K@5j7Z{BV!k(+aDnpGAa<5%v<ujP_U
z_>Shv$+ZE`SQrfQ^u=lxzBSY*);-9b#RII-%U!&Q5gI^&5Xv6{AzFYyNZ39~$wWLP
zL%R<*cvzSW1qvV#dXc`sjCLy!s+@|QCrjb%FZa0;2svL1gnY9f%i_sM#?c4!_tLQg
z1VX;2PKU{3oDv)K?)J`%VLwHztNKJft^Qc+AfNjtv$T}S=-yjyYW`tR^-v{OBIp^F
z^3S}$--;hR`uMO)UZ@H}Q}&p*&)T4eY<}3bq}MG@&iDcQ4CoIMKUe_ygT!zRk_U$?
zwhw0c;2Fz?KOd1(^rqs``h3v)25FA^U~Orog(SpLJa?nV|8=y!UWrMzdt%${w%;ew
zhb6<^!TUplzVOqk8C%=y)JC)v>^7cBzK;$Lu&D^99}iJ}VBqWOIH<5NlD|)oP=h?u
z=<>rMj4QhlPp)JICD5a~I@)Pn)xMJVFp{kGj9!gVTA2c;?fvFtFVwcnQFHnI^-Gw-
zlrT>m^b3#fvwK0Gv6=+=(=uuHq~{n8QfH#1^HkeuS%NN?yWKQ!l*=K_si+(0{M=W5
zS(eKReSLhUIZwz)b_P4Z_2ogE)i%mriXz6z%d?E6p2%)@&Nj>E7CF=RMiHkg8W}vt
zYcU#Bb2!)h53tvIn3mA-Cv1?buJl1Rvim%QXH6Hw#)lFJ3}$CA`B5|~E;PHsi|gXS
zWFLjYq8WYk>5)2I@-xqeA}@c*?9XRHA|#ocogD|t;qLv4NI)BP&h6edrrddb1|6nO
z{mtpj34MN2)~1wETd~QRZzb2^^2#NoEAkzWS5gqSRZlf__!735)qLjfs*JxhU4Szb
zZB?vw^$me#z;#phXJf#1RhL~i23)|N>falKKdZ2RSf7Eme0?PUzt|Xn_W1gK{?{4<
zu0I>0>&AecgYBO-1{M($;!zj;o+Rg{#B@fS>y}>~tTlAZi_4#_Q+y8fohjj`<wTR1
zi%0vEzVNxDcU1G(^QXX<e2<To!FX*!sG6#!AJ<%J@@r}&>s*~2PEYs^KYC}K^p=dj
zob<RqZ65G(qKaB&eR3XSgrvu|ql^}n%dM*RIr?{}%f70ZemXVf-1PkA)_S_p-TLYC
zvFS+axEMps>0K4ul#-Ed4^EWzq2JXDG)lo(=KX`ld?yjZeIrN1eWxSSTEEue!+x2V
z$H&6|tp7NP5tyeD85Hxmm#g=glY{5GJ!U(!y)mgSceM2fZ3Eb(X*;aqlJT%x=}h9n
z^QMR&SW%|L^h5nx2Vz+>T(;?P^~qSLB0AK>_hz&_Lf`c{<Es4fAaKVDV?x7K(C_@&
zn{l<KtWqDZ^VQY6K8uaDCZUmlTSvdU*&sHcGwAj^>ZhV4#dl4V_CMk}A9H#CHjyXj
z_c}TG>lLz-@@Pr=nCRGE?WpgaGW*61O3zlv0aqF@GbDa{eHewN!xMC|J};zSvNHoX
z=1vOi2Bd-A02%PGeh}bLc)>S7Ngxg^3ElyZc(>*Qt_$@8bOTR--9RL;WFQCh1Epxd
zqwVm3WAy64gZBv%f7!_G3ZRWh0-FZl3Zr;S|KMH;BEHuXB(&+1`*qLTpaI(hG+=uW
z1ZWRHe>C6$6+$9#KOL=r&Bx77F`)sP4^RNmPTi(EqWjC<-U48h+qE1O4*uEZ-2Tz#
zDlz}^klo(TU-xc)jVvPkAs5apsjT)QDjE$XX{g`#@4V8&i-rW0x^~RM(#v1E^oKqr
z_Zbplcr(+88ouQ;AW#8x2IxM_l6cGygmB1^ar{#e(E>w-6=8xz#EGeVzYzlt>Iu!g
zRf6kGm32a^ft1n?<D#OWDL}{)MYAly;L;&tIRbPBb2Yh5jN8n1YW|y>hKu<R@RJRU
z4*N>$x?XU_ah-6+eYRzGGeJatn?)O~^Dar&lOm38%U4<8Z5*Tk)uEJ;%vtJB6oc$`
zlm{1rMxAG=3zTtm`@ZP_t}H-xDrFSW(um5{ker9k52+wDI`L$#RcaEqb=^5{k?1YV
zNJT4?h_=~NuElm4wnyHq)f5bGTy~Ya#fgxLI%M>UzM$)q88nxv!H8MlyjM}5;}r;-
zBifEG;jKXHAa|;vyU*2a=uS)vRrpOz6t_iU23D8Ygd9*AEHw?n30a6}D1<!KhB~55
z>wA%Le0aduCXYO#l{jIw3GHYtOdd{|^R@_2L0<T2I3>f*)1HV#zalCQe*y#Ycm}|7
zI3H!&leXj!$4{16l8HQjowbmLjiysHQEhEAR!ZV(tFY+CxH)5Mk|7o6<uP^&@P-x&
z;=WL^(~a>3TnosO?f8=lWe0HElU4khh{4ThitJ{SORWtG+*p#x0(6>Ei#8`2<f<p{
zO2y9m*ks9y#*SB$c76=qYc^M5Wsy@tR(V15D@)0x%G7dm_>vPP$EbVtJpR0*c=A_*
zV=m!%5g%VU;hG9dNucqeT=`3mHbd%1YKA&(Y;V-N*-lk>@K)Vx^`;3Y<Z3Tn<0#0n
z-p!d0DzFXY#5GntG>u<#5$jYj?{{VVprvhk4_@8hnI<w9uRLmdV{AlcBU^yp${;>-
zMmJ=s9jZguvEplcd1i(FR7FIDOzLwroxXG~_EWV-5&30g_eB|_e<533HwK4+M+mY4
ziq1Y67+(?2M^50@L5)GpC+X@=0~6F(>-C8B^SR3@2D!E8CA1J~#Ex<AgJfqb5bl2`
zn}7BkTYd7)8|r6*dJJk%uXoyJ2RFTn`v8prc4G636gE&}(7!MC-ng0-&={=uq>e}G
z94&Q$8iUqN<3gAmP-9>QYz&aoDUdw5kO7TB8=x`312zV($=kE{YuC6dX`wl6JWNhR
zuy{xU#hzMHan{{Kc>0v%aA07_hkUdCAq#_xvg9mGHs`Vxf;KtyH!14WR8V73<P1@S
zpnG4K9~00Rm{%U3Q(9*qPuVIfsf!9*V~}>~WJMvex(7#(7Kgcs5Um3ngCYm4-{8hT
zP85R-&={!JHQ+pL<c(+5@Pd1ViKY~ejpUyq4)x(=cUN2Pc^*Sh#j$kgK)#~16XK-h
zj(QFY^!GXw$Ak7DqWPGpC3}I=Xd(J|UE}!2IZdS*QTyZ{Y6S6WRB?Vj`5|*e>Zq!$
zRWk3Fvbfx#wrBzEC15q7(!5$UEfMa^(KsyURF7xK;*HtEw!%iL(EgQZFk62(;Q2+I
zVh9OU@f(!ahc3RPV{^3^3rG7(haJ(7RWv+|`w5{~`eqbwW*ZaPp?9Y7<ofH(VtmSa
ze<Nt^AQ<Urwtdw``>~h*@u`fpOy#jo9R*(2WOk}heakCRR>~iwWXHB|Xda;M_-sEK
z@y7O3VRvEpL8?snA>i#U%PiCxurIJlZbCY<U5ac>e2@PdjR#BkK|X?G=Z8`1w)HO$
zRZa5=#{=RPElt+=);B)HiK`ikIR)~oEMSFp*`Ud0i_q*z-D}+D918XS>C>;_b1J&P
z@WL$~g>ogDm$@n9Bf6erRCK`^-KKJl_sdQCXN)=I+0H?+=CZP}uS8|#FV;F{QMrCY
zagCPIiUjV!(&S2ADyNLQ6E@C^Dbq|s(g~!PX9vMAmYZ_QqtM7V51GfhOS9!&XmfQg
z8OnxXyL1}jwmxTYm4jV%X+||CSP)DZjp&{oMeM#{CHhNSFz-+A9)7MYj1MJLDM>O{
z_hXQ-#Itvb^^_o@hV8L@19u{`y2A)xdD`UqM6vq8#kb+jOpV2+B=l$QdN~%&s-4K)
zHqe-*YW0_9g@%f*D-#g2ZCUM&^9l4jg5_j|$7C9u&!ytj7yTM1<H#srs2Eg}OJ&s#
zH^_PW6G+eGAMI6t%K+2`hM>AY1=$Z!7tEu|-ea&HmY8?yHk~LwEt=*ncVH=)xmRfQ
zK8kJ}wi+H;*~$5g@T88v{BrdE5lXks{TzxS)dP=?9+BE<6N}!H!d&HIA$Pw$_jr<=
zQwR4K<szP(P7MrHt_?_RzaSIm<9>1U+6OhS$~Cjg@V<YFffuL~bln#;;A|`YZh5Wp
zYJnQPJoTBT#+R2AGMvykXfKELQnc<5V$u6Jo1)UZf9HWZ+C#|O{kcpmWt{E6nxFlc
zZXG6!uleFtoNgL&{}*g*XE<Br#i4eAY9`nLP+ySl{aZ30I_f<f6vj-fli+Ju77mH>
zbbZpp^-+x}V%hEYY3E|Kel#{|+v;b-ah3bX)`j(3@w$Q-I^oZ>?N^I%!XPs2f-o1y
z?+>b?z>PvTJy^AHv4bsh8a;gem=>RNonS-2!n-3n>1$`#KAW|fo^qD8vFB?h>`za(
zX@kY*b_?IzLEUq8<jb`@qImN|_DLWKWI4jmFD$CVDCc9}F8fj<Vv&eASBD-<Bib{m
z7bmwZAQRVacnl?tVDs9k+K3FsW*QbXYaY$Ler?)OvcG9pC`W=hex7G@&LnCUms{(d
z2r<ZJWVi)ClqBviics-bX;LKJoN+`4?JR<vZ0Chu{&cc@V6l}|N^)`qA-aiP*$)Oe
zvt}}O*yu1VU1S!IFZkolv%_ySiY>Q1oj$1By<TYg+%xTY)fQ~l&!Xv_m3WBq2tJWN
z3GDb1!C?O!*cPxwkJf9Ir0ge0E}87sbx1OY=!a`xny>D$)e2<1Bx1@U>HQ%xpsWYu
z1APi;Kb!*E3B%9D-2%N%jCAqE(lXXZQNANWSI6n0H6YXlm*9MY-LM^5?|sfT=n=B_
z^|$>ro(>Wb2FtYK`762bi?fv;E1@MMbEKNd)x*?~5hLB0#Xyl~IXvW&%F~U>)_MsU
zjeZ|dI*xHkzdiKhK|Db)sI-{m6K?I^Gx+jazDm_v{-B0fHcTD)r*1=&d|Ba0H3A1=
zq3o-dr|<Wbsa3ccqCQjSHzm{`U!cDBnDj6oF}Aj)ie<XQz;O$ZgVD>=lsFgqq14$R
zo9TdZpHaG7rd|!26;Kw$1Iq%D+3`iF5}lqJ60#$od$Bps^kqD-pNE>k)#n^mB&odj
zH*do6jT^+E@0v`gU#3~nJbTO7RmIY2uoGoiO`2gNDXcR|nw#8D`KB3K6<fr&_9R{{
z?@(p`BdJ?HtjyRxw`dVu$jD}i<YVh{7H=;XLRz=_dpTHLnqfihoT|(gNs7Fwn+bvm
z^lYpv6OQFbFCy@nTweAzU}Qaz-55s+^Os~p2`wzVG*}iu-0~r@6DJ<V(k8Cn5NYnw
z2pIc?@o-QPc7SFjcr@mfqQz_T<Up=&7j|~FoKq{$V~C10OaIve^{2?_ybPQqF>&67
z30~bWoIC-@zWl7q`RPe}c*Jiy#Tq<AYNzwYGHN`AhT(>>*?#f(1fD&c`Xr@Q&-|G4
zBxy47=$ycDM8%Ce1IiJVcmQv2u{$)(v|V@dQ$4GaO9(x3twryl@#tG2t?UwCrkrrt
z&FY4S6Nk$yC6Ig?OK^VF+#1NVnAs2a8lbTN2g0AdN+7lo@NRDm&h=3vnT_*d_J0Z~
zj%jMxgZDG+4Lh9VWEL7p#A0Lm(ae_;$gd}t{bI<~Y>8!KMH>%!H~ohYo%^tyxvTZ-
zokAdabOLDhofaeCbPzw<7Lr>S79+@xV@zNR7llKw;x1X4%d_lhFt6YirKe#^SjFq$
z{T?klm*AuL&I`A<EY<*L-Ae_25Wl}baId$9dxkn0SQX507FSI<a{mw#!<O=Piq9{9
zmaxhX$8^fOwkttfHT`pmML?&6ysJaz9M`LT!}xU6ZPDiFS0lox)DuqIok&=5)%T3A
zlnh3RX&w>}at0*0<!V?Uk3ee<tjm2qIQMWjf2wJRC_8D%Xbd@s`L0~>i@7&VG%u?l
zI<@D!l97oMjbfr-E0|3)cw=Mg%NvGfrKvsMq~=~L0=);Q`-tm-GhJuvY`V~X`DYee
zU8qbgDqCrBKeMdESy^i@G^&z3vhK+^Tdxj0t!{+VEE0*l*g2eS-n=jRrYmi?mqFfM
z-io^Yuw?_@VXA4^ePZ2eOM7~HcYo`w-s1}!?KyFr{cB=r4Nv$^bBNV~!HFVzR$0ci
zDX*}5GR->3+&jL`#l4tG!`!L{c2X!}Mw1RB>v;lBud48y`5*ITQSxP%**ogGctz%-
zY?}QvdJqt|zZg(wrhYJnF0$S?R3d|7ysb!;GBF8ZRs}hrWD`ku-<_hD%bn6(es(<0
z_o6bdc0heVcOG}|u{pnURIHk*a+pd`T*E$X!G!wPul~MW5Hzz8`Ek!`<bLePS3aoN
zZ`N_Da428nXgevfcxuV^L~VTcl{`yCENk1wwhrWYspvNtNc!cxi@sPbXL;TDmh7UF
za?=Ak7yk)pD))-9%7VAhRJ!&(P81Vw2`;im?2K?V&7Z^i8FJxIz-pNYie2z!=I5N?
zpio#|m>!j5WV2wNV=oQ1zJG}DIi6j;N?h)h^>D+en0t<Jg#8BeBO7OKt%)F1Sl6e>
z@q=HSf<|?bY$uot`ZFA@S8Cpt{}N7RI8<NPTt!Cx7VW^sd$wvjI_wfbPrJw(Ko2Sl
zq$%G3$^sk8hd&18jiLc%!ROflK5c3Y1&97B!>}FR<dv2ex;z<uEt80kJBL2=;{(cq
zpt0NrJz!ZNE&d8v7Q7bv+&R1kEDHpHWr2YN6|gLD88Fr@5Luj8|GYZ<BZLxM7R*St
z(k<e&MY9ZJ<@O9Jz27m9vUwIG^{gSKe_f@~pQEMGVW$&6J0{1QZ$DP^Jc@0=4S5xT
zRN6S7rB3(Aqm*0t_kjl&eI3QVU+E)re+|2FtmPkP&prJa+z^X=5^@Iw^Pmb9pT<wa
z(TII`sZj)<*T>(Ql^HB0uPzH2JS9ubsXxQhAk^WP^u~3+uc;MS7Vz{~YHiTl3(WUt
zzTs^ina=iw?9|4IA=SEMJx`pUn{EAuCdif`My|4b)?De+P_RNteDS-jBGLxwG5NEf
zYU%T28gbLSr<A0P7Ueb^G)jaK`#Ravr5p~&<_48ijtEG^3$OOpe>sGI*O(M*cptMQ
zeKd5Mv5_{fg!2%GvhQ86V#`l$w0Fe_NetexL;=<g=Gi%9mbl|8uO6!v!d8&_W+1F%
zPS;%w@b%pnYK=_JJB!NVr6v-TXrXz&ojYAy#zrlk{gJZzVTIV*4+!E0Z(UU`&Pk<N
zGke(Hz#adI5Mj<Zb#&vZ+DFY#_g>eAe*9VSy~~BMU3Fl5&P;cZ*p5<fa>DMT7bRRW
zpyx*~W~N8&Y9871_*8i045$k}7ACR(kYg*PFM22&?gs^|3kc^^DSRuZbQ;Ee$15tG
zzauv(S267T4xX%+eRXfLn#OK@r#ls?YTf_I&sqC<<+j)#$3vPQ4ODBBWl2--hiWxV
zRVLW=y)%ui;2EXutd_*z`ffDR*mxn;9HXQZmj5yw`7}k5*L<RG>O9a?QHj{Bl4qct
zAkSxJedgF9UL9>CE^rUE*Hx>w4XKJB&wlOFGtlA`j^M)TNYGwcX&KNLB=>O#8xfbm
zMjZv3(ka>C#MyO^7x8S3ySv-USpBq7R(P@eOoU)Ha48{>AYE_B>U5r3x7d3H2B8g2
zIy*!pWdyUfSD^RdMUs1uxle{8io3llurJs)PYWE#e^N}D^9F%IE9H^y30H4+sg|-`
zS&A?pO_y-=oIGD>pxp}Wq#Z=B7$nW8jgbm+M7hTPYxtCI^7SD*`+Xs`wL`2rMZT8)
zjS2HJA|x6GvscfLUH6iquwB-Eo}xv&DIyaz$}lNIe1(Gr6b2n65svb?=RH}kRrK}B
zOtSS8+g7&yjDv`D3llJQ0EL0nw7vNB?37BEv+VlZg$*+DU__gj^J^>Btrr)|x{gIT
z7A)nDw?~H@YLE}3i(YlHBW;>Q$$4__H@C33<j9M;eb*;^ruTCz%10@ZIgj(up3sBB
zyEl+<6MyECWBJ_t?0f3=(W^yR$*#JGFo*EuYH?4|Jo8{->GNWw{kxb|jw7bN1jePY
zK4}PyLgSSm{h+<c{vCb2wz2-z83G>sWuq-Jq5nL`G1gwn+Xv?i7g@eNLEU@S;gc2P
z$n_8<IA2YDUtUx=v3PxyHywVo=4Q^>7O#S6p2PJ5@|dszl?rg0RR7lNZG=-z!kME>
z2qJ94<-a+I53rHnp0EBtA1(5K%g`S#;FyN%L-~Ih?Eny${rk`#uB*`vH{He6keI)Y
zyaBCxv(bMx+5xoX>vjHq=nvPQ!wLY^!+#$7!}Vt)^Z)#0veUD(u`_A`N(NOIYeOOi
z4Fx?jLw$R|va+F_m4mImp&g*e0X<BBj)viHhW;=!{WpjH_(zn61Bd<`@%l?Je;fS_
z)$WSNw~|@wZ*BqWm#XI_4UyM7#6c^kAi1IJa$I<P>A{ntooOi7*CSZE=vY(F7{kUm
z_$#Hv8g=Dpm8;t)BhcF-Af~qInVvB*3$7i)2GtLIA&9TjiK{L7%-zd)$4cwbX4(Oz
z&$wOo1s<nSi{v0h+d$Xddnqz4v%x4IMK9T;mVL-2#I$76-dDNj+kYl;#y*Q)s_SEC
z?&>V^cpQ0I`0Xlk5+T}5S|FLY7I|S^Ot9T|6SlR3uAG<Z+CT3-DOBeDyEo#W#n<h?
zAkb6#w*!M%=vlcK0X}OsHhO^Kf{}=w12A(6>z~i7kfo&+@L5$P0?aoKeqoCf0Y{_U
zJfrfa_O@24hR*h42B!9=md5`wpp6-@+5h}jVFpZk_HS<$W`MT(>TW=z<d^{_1<>+e
z-YVc#uV426tmXr6`FfrIUd;#I<LmqR->UhT8UOsmxvu#*xHth%#XlJs^y1u-lq2eL
zngR8~;Vq_Pt<)iwZ!=_aT#`9vtrUGS5$8G{rbQmzfxJwiip;znfxZ*dR;iV<+8IsR
z&_)NDkol+UfkBnKtCK?;Yo{@VFz;7A1BWhF4<8?YH>$32Phf7D;?uT~o1^_e`yDN^
z+^P1XSn2B{C%(+k09C29;QVxNPpy()mtRh!3BffV%5Un=3ZrXA0*SDPtFK?!zN2bE
zs5DtEPd<lzvb^T@Wchq;tH}1yugMmjU9Jmq^T^DpMVDILfW&aquE%azYx3o<FI{*o
zuN~1@<b7VuzK++YVoh0ulUkdh0$;Sgy_ktp=$l~@p4RtTfbuEu@)@2Ca5PZo?P#FR
zKL!a=nOqM6O8k=QV0|@Ss4VJcyilY|T%R;&xDglbPT!s?&6n<#-kvhQg`dEoK-9Al
z;pqZA!3)A%!N1q3KNs)<#sHzedzTEjQkr6~33MBX%8cdSDMD75HI#oel&7HhpN*BV
z0d{V;<AMHm0Fli<xYxy<>f^Oi7vA^6qr3zXJAgkj#O4GM8P3;#vL3QWv?&2=#a<X-
z-F7n`=ypKUUq?F~{@ew$cQ@mK{&pBtuj)VB+?S(&v^hJ}f3!J%h23Si$P85erUg?1
z;xt><Cdq2v?hG=6<V71ab_vo<zn%eJ^`tfUBp78hsti$8z~G<7Qfat~|2z)Jy1gCR
z@FAzc&9I@&m2hDN!H$om$icyAYr@o#ez4|ZFxY)vqs)(DUSO#$!z3Fe=lA^tj0RFm
zYkbsQK!97B6Gth*k`<8w_@`V<Us3RVnXHeNBkOsb340xi^0}80+8NOpWxU*uuf0HO
z9GQUR@%?zIJ>QrV6ZU?Ts0%M6<#VD9%6PgEUo>#Z=aURsRi%*mSi->#`&FCDCuB&o
zZCN+GSM4er^ljX`s)a#-u{6;b-&_F~!+;mxeXH43-H%j!tgdPJcJRF}w;^@U?m#;V
zBoF+6h)m=Q+qMZaqMT0!bbdjpS)37)q?d5(M1Vm;(2AI|&#`eE^9m8x40k%BbzY;P
zb+bfSy_~jNU$CBR`Fy^ptpiJGFt@*e{UdrHI-?KpC+C>bSOV}Up(h9<l%W?gDC{W6
zy8)Kv-IC{061$zDe^VMW5SV7tnURFfA)~m5<j%6NJrXYs4E!oKxE&Y&Amg}MWcopF
zBMTdrIMbWJuNZ)FPiAdla}R;HEuKpIEos4Ts>dCAcx1-W-+&%ukfj)8!Shwq7Q0Bb
z74tx3gfX((X#S&9tMt?RvgLC9U94hUv^E_v9|C?&W`F*yd3ny87|-_c=+)uCSH}pe
z@iY&U+Qa=Wj{=4627=@<j&6@hyboEjs_(q<Mg*U;jjTs(Smz#X1iO2hb8K9!8OF!F
zPz^3u5*VUQF@hNo&NM9=!Jt+s6<ce3;pmbDL8gH*mnWKT8!FvYW&F~&BH^O?OQdO(
zk3U^9DJogukkScBZ`6+-mjQl$dZD3wNN>#U(y`)rXZ3gFI7B}03N{rFf62Ye=G8@@
z^W@alIrjec2(fTmYq@?<q7QkE5JxX7O|40dLL^AgPu~-8Uh}0#J!|2s#xf`k|53x|
z6wLl+SQPK2TFWaKpF6OS$aO$My5*6~ga{z!IKrMh_!TMb-N03F@T|X_RgPv}?j@N^
zfMzsiz4Rtx89uzNr~G=soK$?qmWR3-W4y4T*iM$-QX-`ek(u)LhjYc&RKQX0xP}!M
z<@XIs@C<~bS|g=~)YUtCA_IgqqYt^vYiv~-m!T!AYideUl8Z2DZ7%&{T{@zLA8;_W
zNO@{)(@-}kNJGG9>4dOGZhu2y)Utj|w9BLvLoQz4vc>Ps)S~}gO8glrYNIM5lW&qV
z^UOXqvR?i0Rv6^$0=rJKb#ZMw!2@V7yI(Mo`9#jtOv*zD-19UV5>JrWiJId5gQ+BN
zk%CghAJ8An|I#R|P!@>#F-OUS{85;ClF2@&MH9aV-TWwhY>1T9=Z%VV@__RXd6-fY
zah`!18`?xi)u^uq%2;niqG^0fN$OYyeuPWsBW!Ta<!~J=(Cn2#Hl$Q-<moz$Y>_rM
z3R&9^EPtpoZ|!gTL{VsD06&IRJzmlK{ONard9z5^Ul=R*xA?8BDKuY?q@2a^2lKlq
z&nOvE1~^9V=oQ4nw`}XkJ@z@aI?OgH!1YgEw>uP8I1^^EF3^9;06zpO`WS&lUm-<e
zR(E!)RDFw?Xaz;Sgk;IDhiVHXbI@~?MfgnCIp(&s`4X8^3}M2Zz15GFC7d`sLw3*s
zV|E@#AP!fIM>3c$`AEt;q$L4{2*v1ce3=0>eGC@Ol6D*w2LwHb-z78h%hLPPy3v38
zi!a)v(PnGW><IyzzQNESP}65aQifGT*IgUEFGRrBl#zq}+EJPE*>BCREc-|GKVOvT
z$bF2RBX2R#Z}BS?|JK>zS!e5<nfO{5RQ37pKw~UqdKM{ce2tjdA)$U}>HR(hg?%6x
zez;th6B&gDxp}A{!Cm^3^0@|A@RDHxE>l^|cgE1q+WYay3wz=c*3NGs-1P+51NB*0
zPY1lrxDS`kU3GGj&&w9LVz9UmxDI9DT^@3dkp!V{#btkOxWIQCSa+j!c*UM5xTa`W
zuv+A1BvLz8^|EmFJg87B3sCi`1sCv_4pi#W7zQp@Lk5lJPkVkEW|gelw-!9Mp|&kK
z&X(crqm_EX505GRgnFP;75nE9S*f1jFaJ)K_j#RP>-;e4sArv?GeyYIeiDV@8F137
zU%<9)7)p7MC&LKg>iwM1f0`}FqJFd1W3OwtyTk|bISQ!h!-n!7#D9M&Qa{3W8o{@G
zk;Y}2YBndWw)J71x8gKx@vvYznC5_BP$GA00NtVH<wzSF&wijC><P3uigRlA3ojeq
z^0UP_0-NV`rlUqdhAwJCTu_>??@6|KIE|^@OY$b5sgJWV3*+@Sz~p=dA9D2F0A9_S
zX2+23aEwpTW0vC02lh0*XDb}u8?R?gS35B+%ti*Ae~-?*oMkmJM>>r#3<%<O-qX|3
zA<ngXSS)_-i(~iDqJLZ-(H!?pg!CuDA86i0_Y?P!(We_byZhIdHQw;?u&Zy)P;eTU
zc=l7IN&lq63-)wKr>lc_u~zTY%}9jsu+5wS*I^`d(W~#XD7>8ogjqf;)Ht+1#^A*6
z95UHf$p#z8C^zFMU#I7|4~2r`ZyJ{GBdIF$(KP;%=R0D?gX)dt?T@8CSg|FM-kT|3
z^LD7^kdHBn=ORPJ*3#MT$u09(?rpscym<Z1<X(?bvHG!5>Rzeq0k8VzL$j*M;+j3&
zBx8BCpHyZAfU0j2Q1yNBH0><eU$iR}BcZD}Rhd80e=}&7z6rw&qcaklR7a`mgo{D*
zJoV?BRRTyu-%=Rg8BcoRH%n+D=ZE&(uif2F_xCe5QUy_?-+7oSBT$rb#hR}p+iC2~
zZ}br$SBVE5tR7wnZ2mBlC;V)ky;qg;JMZ$dbG_FN#|xhb!r=%iSnC!sPXU~x9e??c
z%D!8#3Z>Sk=|>e#y4vl~e@}^$#kKHD6nnBC{EnYY>8Do&bba4{r~tY?C?6zH*C!q+
zfOi^Ji45_(y9qZ~SY)h}@I4ONHe(Bs7m6#^ETb99_(IWG3hS%(bIc|8y_K(A4FrNz
zMqkrTKExxQ{~kyZ@acKXiECdwlq7^z+}%W5NQi8jv>B5cb%NaE_h<qSiQ=a_T<gd(
zvAB?PQ)-={!Nl++spwB$h1Q8BXBlXR{3RqyvufKud~VuAvI*C)9P7RQAFM~8tfUy;
zG3V`(#A&9}d^rx;B5Yh7*=TcghanC0!<l~>S!&E_(D0$gVUUoFAPe!E=%-CxNY^}<
zm8yI}r0%>=B#Wcm;!mq9nIOnwql@6)xuxCHxGMYh&8$IXpZ<IQaX(z&xIPR^K-nj-
zMhhzYLaSK10A-(nGf9SZuAg9ygbrV`!dqmlx4MW($*Zr_v&QB7i^A9Q2nss0kBFJY
zM!z@)N{xF3CfPuRo)V3nLSxtIXqzF5wx&jzuK3M)uYQHEUQrc!;yz(n>Ag})3bVC_
zQ=P8rovU@4R{D^7$@}xCPbr8SfwNSS%*NPy9<w+;WBjb^p{B8u+7R+cE{q#dJ#XY{
zV8&Y87F}ZJ6OHwi9I7u50|~tz@2W3rTRAKW_U!o(3&-QM*T7eddG&;+HKrmVaep*f
zqLqMC{zcN~8Il8N`$%g+Z66$)A)xI$DR&(qaX9b9n=x@Zw4OS0<J3~vSP4bv6!Vj{
z3r*l)Va`rNUMo7!3i_eRYQt&aRw>ZzjkwP2j~~kA$jjIUT{BuKArpwdEX187sFCiw
z(O{tafC)v`dPk#J@s$M&+2)gnT#~4UCDLTPDsQv5r5n0P3T3++CqtLLy!y0gh<8o!
zWnEEv9z5xLdg;mC0Z|@6ldv(4+&KSCquUGC!#m5D>(H%=+8WZRUHG#5MNlj@GX&wN
zsFBu!ZY+Gpv-udf@Ht0VWUYeLMW`<ET9HmMibcgF73SVuvgqS%A_MY<)>qGD&2SdH
z@}YLaP1F?kdbxRKsMRG8KT<08tYuUs9op-lx+?1=QLLE{Q`Dlo=$bOt@(B8Mm~i@f
z5rOuzADc_w%li*MpPLug85h+uATadFKNsp~k-)^xEAvweA!$Zd@`fXBW2*Ta7&_Ey
zom9fsJ(a0By*1M2_=(L>XI0*p3zeuUHxX*i5MDKIA?;qe<nNDubyLG_uF%8^RS#i|
z+vO{T2^mxppk0t-N+7Z?xkn^sSV{>04|``B74^ROYo)up8|f}7LAtv;MY_8i>5xw8
zMi3ALq(izpq`O1%4k&x;xyS!;-Fwbm>#lWPZ1-ZA`3(+V=LHYX^YKagHf7ra1EKm&
zcV8knL2u0U6`3@J1~F`VDet&>o;Jm26ui*O6I49<mfY>gY|l^b7v)z^@Q7@?u8-e@
z^dHiIb~n~?6Aq}e*I6dt?9Odpsi)nB-JM6&2#GgIlfh~SA)RRhF(rFFr#P)BLWW)L
ztz*;S{#>X_?=R(sxc_Y`dqgZS)QozQu)DZ^FNynf-C{RfpWXPKy31F6MsafVT=0$H
zIxFR6R(bk9KQ^{q#md3~GEBX|(g1lEc3*$~%h^4+$a++a@Q^pJFb|ll`wuyFZK2Nl
zQ7&h4_oUQI;I=0)78Vbh#q{3hK(d6B3IUB&mK&*myGDab1U6^^HejmUV&&_^o}yeF
zhWF(j8t*Gzz}arC*8DhEtY9)y#?j9;oJ~>F+5%Fm9})x$GCL@LlgW^GfYZwSMo{zA
zcw|fc2r2?v=knD%bJa{V0{<a~g<vyHmy5vpfkZ>I_a?9i)vI=9_;y)OF~6N76sBz%
zQ%lTVj;t9oNsv=dGn5wi(=?;ou+S7+ge8qH7JF3$UrPC>ZB9dXESCddpFbkFnlfC<
z=qLN&NuBSoFU#Rz0|5Ir`9ITDe}{b+F)S?99`?`8jz0;nquJuTjM2P6JAf`gc6ucj
z=Y#}dVnc4*Wy66xd*BeEEY>crd19`rPaR?G!lXRe|IE&Y?H%mukp@28bOc6Qv9iwl
zg9=<7@^{?s)8kCl85&00-^`PZvGHq8JHfJuNfvjBeQP)0(XSC6dlYFnn2x<cZL~-l
zt0$u;(MLPR>g>ThhBh!hdRBC3Cb#_lS<HJcPvIhI4s^JX)a|cvoG=v9z^)q%)t5A;
zxdS*W=q|D03dSz2dpCOaeka>EHYqNW2axXM>`)BrRdj<n-#*+TH|{Xh{$vI<66d4*
z*9`iv8T4N>=>N(LYQjYE@a%JY`m-6t_9teL>M}gQ4D#Q^(ehu`J^+6(gV=5drPjOF
zcvAG)N~%XJpO^($PA}sB&I|&!0ujq*C%a68zisxIFg_E9rZd%m`lJ}GL*eXwcLl%r
z=I)MMym5&G1th0Xp|o{IGP4OrZ{={oHTb<=K7kizLe1@&9JB6q0~xII^;|A?_<nkx
z>Q=lT7ELA20Tr`a9>U_``LizV{yw>;=UQ?tDBSz`rvOce_pXGOR#*ND&L@!<lpT6z
z8Pj**VCLqy{~T;E(%%EM#~-KvjM^CKAF0|;nh+!X5483JwK3BFNb&sxKlr&=_^15f
zXNLBl<Oe@fxPKo%_?Zv=#ShpR|CAq?M=W<l0W_hOn@s{xCL9O0g=uz>gt@-wa7eBL
zl>ydWctGK8Q3*K$sn2$2FN{f=ZzHZ-i?(XEa=TP#Sh<L${?dfLja?PZOq^4w!%~mk
z!4=(%?Xn%j_gUFru^NUncz*h-)}~6U`j(W)c;8X^jo!E0{mZwEbvX}ZvAGMtFIn9V
zT=9P6WF(Dw-}_bFLt+p4tZoW^-MisAe!K>$*r5+i(q*ymT{G6@<vf<l-DQ1I3U_7&
zPM9PzllN7_w5D}J2x_88;#JCVioNo=G6x+KIYWAC+bnr=sTJ3E+s7~ahY*z3VI>Oi
zftWi)UU7wqGCkTuHwhYs0NZD^Qw1_Ck3n&7eaLa>K`_egz2UliP>IqyP(b^9f80z)
z_X_XRn+}Zod#nC^!Fz%r;e;P%!#JGTS)kyQK9Zhl4B7qhUJR0J!A}+NbU^C%w*gp8
z;x?+z03(Q$lBxl4W3<GY|HFNN%*cn*-ML=Du;Trh*rW1i=FD->pXo%)fAFjTIq2I2
zpd(i72S|uXeFd-trF)h@e$Nsf{-C-C3NiN<(;n<Ep3mQU)35H+PUGqy=t+Rf75v%d
zJof+Sa^pmQbUC-wl_5kTa$+~X?k`;Y{Hq3jQC7~0!lGTDdY4Jeq=ZBuQ{$bB>&B7m
zV6us1g#7aXLQt>%Jwf<qRuF-8*E5iNljtvrD0UMd!w_^AF@OsS`rBv5inPF16M@4R
ztj#kbD*y-r2AGynY2n};zztH&Y>nyd#d}^IpGZZ{B#ckaq%36wAJ+WzzAaY#K4x=(
zq;l0=W(%BAei6K#r`s$TKlaMI7v&pYGk%vuB7W>ONu|Gs%n9K0Ti}Mg-8&WR>_p&`
zOmQv3ixd#9u7b1d1?sH{xO8JUAj6AE<LpLV;=7ccIL-w|L;!DS1(ZQrt8fY;yP3sV
zv^OqZFVxRWrMf30pQhEOM=WJMPZkHn1L<v`64A#MsTxCqypP3ne*PJ8wLv29E+DQ6
z0Ll;u03c{2U=ik<Lu{KI_PklVB|%9tMOkQUT%YV-s(WL5)z|PDPAb3ca0O*JZn;}@
zqvvpi^tR_)RLmgiYVM$KvB2>v;NyyQ61&yOV<gX2w+`f$vXmyLY((`@0gP2#ybd(c
zR@2vHp*HaF`fswASXfYnz6AzWpo;jKzNQVeL4en%0{mS@!?9Nh@9(SKAbcJ*?LORQ
zhq1dqW|8Ghfz&OQi8SNj*0f?(FNdi<3a{BJ@HHu{Y#y6V6PCW0Rgh@}WtF}?M@|bX
z&M|py&En?#*y{Co@qF1-#MQKBqe<Xp=I-<e(^V!93$Uw`(E{_8y{*PuMp;EL2Mym>
zV;Ysb)vcNHHB@Ie6?0WrW$`9*HnJ4`LN^Lb?n#&u&{4S`)0DHh+R;kDZKqb_z#?@N
zgYuAqdl;x77t-8e$1N_GkA!kXq427m!X+YcjD)w}aEXg?u1Q{9)PfW$f`ZW`=~rsA
z9OhGsGrj;}Qr#PT<Ok-SPEDUrfc?qY)t2f9Jqsc}f9D74MSevR0chTkowr>))VDXf
zCTbHthLHJC6<?|(450EfF;vJf2Zme9w}b>Fx`B}X<_B*6XCgVD7jf1uvo=+e$l`)?
zwGEvE!~y)EYY(On7t&!M@#g*A7nQ`bCL-i~Qt2KfGLM#A-XAv5q5Xpm^aT8U95z%x
z*^|Motqu>DI<@k)8)U{d@iY{<T5k%t%WWTJ(WkenP|sFC)U$*AsI<Jkc-8wvM)+q@
zGrXbpILAa|Xsk(5h((P;c-sZRq%uhYESbK%awxvshXBEu`}Ei^ZAfrW{@IfhDo12l
zP|=sch>CPp9g6f3WUy%Wlt3VsSm@=_I%0E9<EKx`F-lwFL^O>^%XVb3!>P~Xa~8Ik
zvvfY9_m$#tAPTrpI7^))a{_)Wf$5O@(V7y6lTuXMrU1GvQ#`J@fvCZbS5KI943tyq
z!Z{pJ51R+n!$yA8!&caxkj)b9&cDdABEMSFh|yv?^4n4No3`tnmif|z@LCpR74^`2
z0LRjb<N*?BJ@2`P1ZcY80UiKIAkhcHz?CqPOK_X~j-pOEOit#E)H9RHqZ#mfUX#+|
z{NL+g7JzzK$%Nm#su>jKjT)!0pfv#(KM-v=SwTV~Ed-CX=Lo)5J!JcWE&^N2!w7O7
zgehM5bBfnA{qnWmP4mtM^m&HDjcxt@kv>~K07l@@!@x-gqL{Q5n4_Ef5qsJN-u22b
zS5{GVXfAUA<r^rmZ3;-tW@L{W(hGVnDHeUg8Xe}hi#&+mpeNGST178OB0>)~DE$*s
zSMK9s^|2O<WsdRG2_s1Ip9CaW$;f(Hh{(wAR#y&!QrvuS%uwHEwqE$c#Fqbz2)N&B
zOR<i$fgDdU<K%&(<}JNu?d8c!Qt&LpSv_XV6$<5AWrWo)L2tkV9&1{HV1>8I7}yE?
z(GH8u)%Tn)19#Y(8W2x=sahtUuHO_Z1I`yo6CLDK#(WAs1Nbe|zQ#^sBS1T>9B%BU
zaIemowJO>DYOHWReR4W=ut%d78LLQor^-A*Y$}tZ^fOWQ*12}c2N*FrcTR%qDijVU
zw-HjjS8uaX(?Otxu>gnwN3@nRx~=WWBO+k&BR8?Nn>W$Ji+5^6#4MIru)m4c@9~!L
zRI}l_gjfXapL}&)%3*$Gzi^stTx}76ilcGb_Ye<bYp&Rai<kp20^?PDm&JQVuo&4M
zSI9#><^1X#yJT0jDNJFDB|pNdR7!ruuBkM_)L{dD9qs~D5WY4OzzA#~7y+%d$^#?l
zTq^WgMxZ`?N`QMc2S{YH0|OXA!UH4FLt{3Degh9+1bG7rU&ZBi-k5q_wg@87(eSqe
zG!~$lZ~BEC0o5Dw^|^TconUuR^?dpR;edLWO8!e`Ks^l4C&ky9<p|!Qx4BBtl#`(R
zl@3qzYwv7QAU;s`HEx83=H9-c;*H6BM)1}V0{N5SE6;J-OfijTpHT0%B-CBNYsWo*
zX9MknKG;AM{~;Tw%l3b=fj<AE4dhPouWX=!-`PM^_cqXK^miMm?r$6DZke`Z?V`)y
zHnr)dP5MT<JrH!(vz4^%LiZ-f!AmLS<UGb1Upu=h7RycBl&r$CPKS4kn|NSo#We=d
z4(r5eaF`lhH+Aq7YI>n3CYY8Jn48lE0|I>pkel{lqW1s62C6p<0GgFxfL!#~5}XX3
z_I3DZdPZJ?^}4CudBLsG60RI9G9=N`;5LU$*z?wHy(Z%rtQu@?&CYeOeY=oe?6@_v
zcqA2xq+nl1n!TcLNT+2i(7-JWQ4gX87wiU<ai)3?k8pX-nNf=;Po0uI&t(oFSBMIH
zk6uTYd}`cu)<0QVDfdH}JC##GEJZ4M_biIyQlGZl9RyF41@DJ#CUy>#-h{i5Q0`VT
z;EK_bcNRpO&kS|QhU)^KV&tqD&J+S+CCQsg_Es3a$+R-J1yZ3m)<leU<$KaQQe1(`
z14ARk;<q60I^9q4g`agPv{_;c3Vm&_FWo-wgvLVzV{Hc0@V!$v<80IrI|*U=9-_j)
z26EdH5M^j)v!;7rp~4l#<yaK=m~W1m3oeneU%RQJN;YimRN{-zpWxrRt9Xq-ua$HN
z7~oJQR!cp@lR1~nkc`JldMJmLc7`YXD2L@b>~;dmVM*W}<Kv!;C-?!5d{G?l5VoPq
z5N6LZb&aW8caESSUg!Io#Mud&^|0i#@~{lFrmS&cCl`*~)a=iDvyPU~f12Ow@%C8<
z74~CfDz`^2pL$~4IjB1r2&So6Wt&C}BKr~I!qWPjlf_kGqHG$g8S7oHoA5y-@0WVk
zf^B6ZVBx09<m1ML);*Wk(#El$X^9My^yfb%RxrSF0K#GGWR#Xe?YcGh;V^8*{D*MZ
z=;3EvbPPZ^j2l-e1AH6Dn_dw7i+6hqiXL9=;@1i-!UsH11kRy?sQ7>fWbW}m7g0%X
zqHjIo5ZKd#dIkQKAug2@ycBe$&j377*Y&g}K%RBx1FlbJLwV9u_)8#ZaL1i<3t1iT
zUK#(}WM>jRn=TMH8RU=lQGq68y+&cgh(PTnaAtK*g~?3x*d=gLZ^U|Yp9_D-0|9sn
zq!}HR)MTn)oQn!T_QK3mgV!;oa84oQBv*0p?ETv%HL2ltGKfNQi>bL=X5+ba@cg|z
zfN<DR*F!iAUDyWF_DGJ`108?|@Yx2qj2gL|o^qOi3e)l&eGckDGNK8A;S>NR^26%1
zvV})2>RYPQ0ffUS9>Zbb-UTzTYZ6}5SvF`v@ia1q(Scw=M5|>;XD;ga+o;)GbNm=7
z#GErw4Gj`BXrmlfez5d66CZhe(!3j>`+Enpkd<EK_bi;v;~>g&o#G{RYeKDyysX@o
zwx8J){-)C6E1%xj0xL9WgBx-pT?3Erh)>9G02k-!VVz~`BF<M$XCa+`j8?rjW8~?2
zetG*g&vW_irnN+O^SnEI8CtgGQe4IeTE;kM-oZXo*GKgn%nU>Y3(R&f7~jj)y?Uc+
zJd-F{+~pbLc4@tl^vy^0`dy5(sf|tcO@_FfO6V`Zp#tvT`9N<r8{5u3AIQbH=L4Dm
zJ`l+N4ZsIv>QNH_e83EIgUPvn^PUe(^y7Rlhb6&bPb4hp95=_b6^q5ZP7&+9FNe)l
zADz<R7{JLu!prpa4x2}ZJHA)U0F=Y(-~C+<D*}|m-fG(>Ik#nVSOkJ24~CNxu_9RU
zNuPFh?6lZIjZm}NkEKf%S$0#+(!SVy*H>-mPyGV&ooyr2RKR^XERAVoQg7rr0rf*U
zj31a1P!3ZBl*63pt&gSa(@W@6D>gdW^H{6>RJz8hD(YBXtNB)fb<l2cqPk?8(j^47
zj%-d#g|ZLU+YDx}HHf#tnMTgM)eXb@;441ipF)EU<X%yuw;<;jM37cow6vrg-&)=8
zYNyMP$6z<*Z~3%I<~g4qnPM=fcVw;uV={I8NH=Wy-l155Q{kIN8q?7ALkYSys2NOu
z+C8I5nbQ8#&5RpA(Ow}?H0bo{r%H@!BYEcB%g{ZF)mjVH&eh+n)jeMmaPmK$=V9zh
z=7HA7WyG)PQLK5Z#kI7ZtJ+`+B+O{RFu<OcQqlOrJ~#Y*sBui_mn?}Mpj+HN9#jn{
zc^nP&vN~NcXROJW5g*6sRGAvqGaBi$>~f!vB%9--6%og3<G)=VHszPb;A~b3V##y2
zrs*p?O+PS<XjZgBw#RxFmw~z^c09+GvvH*S)|8*JD#DtgKrcE5HO4E8O&+Qr<6_TT
zhEbP13y-_1{E(`gd@sCGUAZ25Zor9|f@t92L*-_M*L!8KRgno^N#6BZr&@*z5SczB
z*=`iByYdnOdeckMAkSL{a|4Z5AyG8PxD9qlr8TyJ+inr78ME0ivC&Rq?(gj|9_&P#
zkU9RB5Z|V`T%A*w8I>Fn%Sl&1{%D6eDS!!dK-%RHDKON;3#@MQuZt6q1rciCCT~&%
z-?zi2g%r1+?shG10M)lUmfbnQpS*~)&NilOGN6!#f*6#o2tni8IxjVo42jy@f}{m8
zAF8u^0b!+sp$I4Cs8EYF*L<w&HguYWAeD>SKDE2ob}+`ZK)X!Iw##UX2g5j4Rb8uw
zVc#_yta5%fOSuT?W85yt+g=nZ4sv{O`bpb-n>+0szxB0gUYMP{WYHTckQib@@9k2?
z&QA9H?u-&PjPkP#))Jce_rB$Tc$izG-Z|X})(f`M9voLUrdO>ru1ipk>~poF47to6
zt7DXyW2NLH5F1bQ<I8Jy*Kq6%vB-AeSl=+x%5`47pR%_q_Z+4-R8V-g6(8MtOO66R
z<51>!r;DYa5R|mre^M-5NWjj??va`sC*Zoa<knWHHL+*iS^^I~cX_v7ZjRsFdbf%f
zBt;1|_sV({SxtC|THx%((JgxkDJ3njZK>*v{kmp-nY6`b7^l=$Ff_Mm*UOs&x8uQ=
z3dNV^o?N6mEcA0aODg=`cGerm(|YIM7MT1zjnkQu7xU*{;-}(C5T7G(sc$S*ZS`z-
zQ+#a^pI8@2@aTW2ho$V~$wWX^4rbTN!!IvsT*{tne7249f^tZiifvt{M&s6QF}8(t
zJ;lLwml><OQKeImwzj)s#pV_9?TMLALTjA=ME+E0{`q-h+X`N+uke9fsDc+=OY^0(
z%loc(smQOJY$+B-6B4MCHZj(%pK~p#5{am68wt9xoazj-r4BjPo})0~A=lS>ruYJ%
zE;A6^=fgPTd0i4xw@qexcfhzD>{Cm9Z?d<sDkXh6lMF`i;cl!BCFTp{hvttah2LVF
z*JtY}WJ^$nbI%2)i!L571-gP?+`+o=VtW#kU(Y9e`wDMM=jZLtFRHi}*Jjz(>@7~2
zBS%=-i*oypZC}^uSs&CvW;RF!@>x!NeIFy}mBoQ^81Lt(1N67H7te6+e0US?{1i48
zE?$DCA}6me;nbUa!1VyuVR9P*ySrGP?|V}EJV#Z!c)wx^$5e`;Jax?qa*_9maE3t0
zxxhkMGw<a7WUq(Gl3_>A=R7eaE>gM!&-$k>hj;Y`?QC3uz<dRiaoZ;j@*8x%7_Qgn
zl39fqQV1C^v+ACv&#>rkd7=WiZl#7`JI@D3s88ivFlj2W4xrhR<V6lHTw_=0I*kg_
zaq;C^5V-g9zulF8PQM$+k1x+Rgp(!7K+$Jl%{aSz8X_i*_!~;V@Uvy`f3L3mf8rrA
zGW<N&^9vkdc=RZKh9e9=WQs>P0vG}PCvwHZL;oT!f8-%CK3w_nF~9YY7$2VS@ovBK
zkQf<$Mn3=ao5@1U!U~u(Vql|X_}3cJ_gCqE(2y9I8GeUB=p=RRY)qU8)EVwaQvrwU
zm;e2<8v#z#J!|@Vltr?)8LEXI25iwaji_^Xn9MwWb1W<EWEjseYAL`6+YUVa3tQFP
z3zEneN2|O7gFFal(8Frtym7Ga;JYxcQL)^7d5oE8Go<}ELxB%M#Eq4N0KN3O+2M->
zE4=dXfpi^G2kB_z`U+Pu+m_NxJ9}%=VG6`^d{fa6u&UkY#yI8?xd-}wbQ-hINPqW_
z=Vu!BmpjDB_)}r;$EXl9JK(R(!oo_x%ECy?@!$>t*6CRpnE<!^2izfspOM?I$NLA?
zqx<D}-!rcJ@3YW%cZl&vGVoXS$M7>>`$P7}@H0L8{qcTy!hd<ZA70nTd;L3(_apNB
z%gGY5v@r*~3_ma*10(%^@OaxoEe$)uvC4?hD$ze_{kp;x8I<W`Tkey|UtWnHU%<~1
z-^eK=>B11-nC$K2&o6=%PpHBW#LPU(#3&EZy&5upAUQh9GAKXzOl+W6-i!Wt1ch1u
z<)_H8?ZlUHd1!ob>*#!nov+MBK}M2vBufc3o{&}$XZ_|RGyWVy{N=zfKECz+d|()V
zy#M`mV1CG(zaE%}hdzG4{_wy&T>0@a|3O&H`14!kzYP{M{``jU2#eVn*nW46etpAB
z{hwsBZVfIzt4R*(X*u<+)VFGRZ#&kxI`;JD^%o8bFBA=mW@7$9HUseC-^pgYKgnk2
z53<?a|1O)|{Vkg@{8u*nuWa_uHn;vOoBdZd`;W+G?|vhjY5#+4cK)wrv*ll8v;6-b
zWix!VyW8^r1KCXQhiuj)b_7#HM&l7Ri)p}#w33E=Wq1|Oz+~<zNERuc7E4Nf?I-E!
zFkx?|3T1J<J$MpG%lZVaN6CT`Bl*dTzsIJe^9i+%vLjn0C9H?F(Laenl@G|hAR?b6
zk|g0e1d;&jMGbP3KrsxKH8`vvC=WiIw220!BLyajUiRwf$H1_=hx>NYowB`q!Oj4i
zKwcF}%b3ppbW!6YUp6HKmRP95sZW0`)cBB?FKke`Q6^DOl+eqs>rp=9H%=T%R3)Pk
z*;N;!p{<F4cI1{utVdC6(Bs(D;%3eYM;Q680Rpg56;lazXN!q2>83cDy*E2^0V4*W
z9eGT=o1a}b7*6bwCNEveNJsVL+GHjTOUdzuhY<${M3^khW9o|$4vmKC@N1#BkvC93
z#-`98$EH%3AIGM|zmH83{eEn!`^VUn{7&A_V^bx+ADim^$FV8U`?0CguiwX}PCJNw
zSxOvM#HT+JM9XWw%5xLtTvg$uV+Zi!FT?c1v#{n3ft5Fm!}*29uk2ni33_BkaioI0
zF^TVSLjdq%I2L`PdtR)Q613xQDt^32;vOj+cCbMKnw~l;s&tEHOEK4`ZAq(Io~tNv
z7_IldLa#-ISZ{TuNrQt+PKqb<0T?%5@Po-s@=oMAEC?SsMa7EM;C-P3Pc~@>*`A`u
z2?R$CTzWm;$CIa4;8Bdze$1#8hN0SHh|!@z=fVy4-t!$XJ6D$%PbGd*YXxS~jmZlZ
z+^b^`?sEA753M7dVVBfPoU0r^E{GJfD8LU+B;>UxZ^Ii*&bZ$u0P>L;_Fa3*zvd%L
z`KfG|D4CVgCrxJP<KDlt)$kTD8{2PEGsVi*a$$b}#wtGnW74o#6GJhiJ+WvNhKwWr
zRm?96h6`9NV$-qxoFxgJq;J`Yd{Z~;OSNraI2O00#lv$Vo;17&3v1a=8mZPk*KBe&
z+BQ<*TLQG}y3uxlVSL_i!+qJyT-a9o7KmqeH;BU~V_=<A2ruq{H+>^y>pE^p9OnYR
zMLarY67qbmY<oEg_p<dP@D0#Aa4s2n+RyB1svgG@5$q-N%x0BsHnoKrI6gEyPqOu!
z>WkO-j57jzEZ36Nh@}Y=LHpHOzP2)|@}DM(xrv6jTf;|c*Ft{Hk<3?7x|G!6)Xq&}
ztP)KA5sy@6hs9Foywy+C&4QZ;#3NN8ws6{tWbbr3a0Jw=s)2!$!M?teqlv5%An1Cs
z{t3L@vE0U%ne#cC-avTR7$=~Li8-DAK{OwU4Jz=fcIqo}%O?|;`<hHJT|jLNGjD|E
zSl)3E*wM<iXsCN7Z8dl~@ack{#(t^=?&dUe?Srj`gK>yBO0Ul7j?o0vBac`%MlZ6(
zbPYV+hA=-U9#9_%4X>(8u0uSz*m2RB+Y3X^Ni>2J1rb8W_{3CLjDJ~qc$dkG&w%A+
zJ6eR=7`5(Jti>G>$LTk1eqOZqNoYM$9+fQwi^?R?^n9F~eqTF@k-FiVhG~=t^zQ9w
zZ6gZNha^BgGW6*ri;?m7d}IjPGq$X{z!y_G#mxj4>EaMyKeov<ai_v*FU<3BbDMBJ
zlW8-^(N-Gu5jE=}#jbC~QM$I{tO{%`k=1LcYq*Q3uSyybrcK$r-X-_g@}%UU*13j_
zUtA76CGL5uVLh}U-Qn&QHC#Blc%^2Fbd?Kz_Kt_?2uHAy4N=snVqnNLUedkM=-jvp
zT0x?q>;1`SRV;?LPHW>_*=4HiO1*y5&^RGMld8%~*;mgv&nyxNpTf(-09|A_BEr2p
z%aGhlx)H4mn6<Q?XG`Bt2Htt<r?-Zk=vmM`n9jTKjd<ge_dC8CjyX)b!#c{|;mf7S
z@l7d6%7XnxiSNXCE>OoU3{MZmj~r$iTHv7{*>>NLbPumlkjZnIU(5}l0-wulZ4m|Z
zBb}hw(y1kFwXc*8<S1h9`;nxDEpP7ok!FB?<m(AzdK-}hhTHpo<V!F&KtFO$;HzxU
z3kij7JhF`Vq<HfpsL{a`H7dPu8g)B=Q*7iHJ{+4NG9S^QyzG-$s#^jx1<SzBU0+Mj
za2ToPOXf2qKx!^^%r<<h?2m42hlgx+;%t>bqZ17vXM_qAgUEIT8E3i%*|d6!*)h0S
z&}gJsxQnv8)s?o@TxjNkPbBZxXX==c4eK<CDg3z>J{o|GhoIMTI$jvSP$s?wAmjYK
zWUpi?ma5^JT_fxSJWjoX#x!p#G1Q>x5BS*7Q8su9>greBgB}>+J|wmQglp(&gbDWn
z$%KHZUDU<VNbnKb&Ctng(@1l-*MNXzzcVYEV&IkKLId#sgR!ag|KqW#GQ5A^*c6*B
zsh%Ey8S5Y?0+_KbS*TH%JP~`y3@*D}MPV{BJ@zgf1$tt_OM9vB1xaj|$hariWrhp|
zhLOO9NL`#+ihO;%n>${4Duh#IZZ9~>BIX^YN4y0$M7`~kiU9@59UdzN*L3@Dt5JY@
z`Eep$_zKeaN>1YgGcHRuE=~M@r<6JJ^<D39=z{qbUzeZf3P@CJaWlu{p_E1i=uM<=
zRgWltOK9<x1t4Q!p-DU3=pV?q`K19|qNj)K5JzJU!4!H8`HC~N@VR+qQ-iC!=a-SD
z!@Jw1@mKfAcnN@vZ^d<tkY&hocpU7rbW;GxxENf81txbenC>$-Z?c`*W@J<tDK|-?
z{e)&^-tBD3oHfk4nH{H;n}pHkO3TR;Zdvq)eq?Uq!CLM^Ka%9WA8929Z(J@Ta^H`%
zsR3%0wML`?_8{x$@VM_s&L{GF&Wz5P6piWLU@c?g@TiFPzGu$tsAv<>aX}k5qe@@k
zC$#mFaPl%UQko;%a3WR*)wt9xC!emHI!)GhpRA^;Nsgm5zhvo56i#AZbx=uo;wXVw
z;q8U(Qpn4?hLWbAU{sM`bZe&OF0Qp?{Zs<qyo!cu6eyei`5I?bi8%b-;1x$@s3dF2
z)0XO#@LgXiW&+|nJpM8Hn^6B?b<gQ*vw%%MLCy}A59Op6{H3}6V<oa9SShIVtg;IQ
zgG`#P%}zK<d8YOBUtetZc*i8w&>~_N^I50|u&9l~;c24VuxdhFw2z0li_Z}PdA`pL
zXfKlrG*3I<nAHo{fAt=E0my^U9td8t5J?({P;$=zPL(##7kmDJ7#BPc<JCh6%LigC
zwP#e7sgbtb%6A3nn{WyxfyVOzc*meBPkP3s11<K88F!QUvDxx+_3h{jJ3o+5?gj{K
z?kF8x2J@D2Uo1*oDq1Ea0oEu;fI+XG*0KtRzK8dY1fC&Fn&fK@G($PGgZ)>h6zeT~
z6}Fn6wgL!OO?2S7JCvFX`%V&lulXZ}qqZb0tKC(K!y`T1Rl?=VAbB$PL4*m{QqI~x
zFgJ~Rw#0LT#Wzc?n0!_MQtqPab3BgC>eNmI^dn{N`;nodQbrO$(SUwrKEuJ>41r;b
zlmK^KRr&2bG47cv`7-CfXUvs^5M_KZJyj+DVw%d=E_*vYcb|inmW{0X$@?j4u|%IM
z_!%gmid;+n>zmH1NNYH3P*pC)EE}ZkUdyzbJ`sAe@qHnRt>q|Mqf1;@`9MeFO3{j$
zS5}1S$;Nd1wkaK3v_RF_pGxht8+fPjp1<w!>ca5uSMZ};>yLisuDRg^83O4B;n*qU
z0`)aFllw!B?6}Jd4#sDii&YnUr}+DP+=~V{V@#;p?_<e9**Bi43PR$Yx+=4h3l7+Q
z13~u*f0g>20OT2lP@?ZLE@^3iqZMx`U7Z$5OE>d7_PV)LjK-w(8AFZLTuq~`W&$}$
z+c%Z|vVpydZFM#44o|7R*CPiQr4V~px1F1&$6bp7yx7b%&)-g5vhocR2r@CD*F7&b
z#aS^J9LKg(QO^flBVy+>jr|qUzVgmDLp9)69g2zi5td-)P6l)uU*X2WpmFu%I?6t&
zk-eKeHNbj`tFwc2Ry~*ETPo3-&E0Gy+abDjp~0F5Cw0aKE6*>;QRqRzvE#{qRBnEL
zd4iwICm5X1u_rO$(gu}M>3g)z+(+`934Wb;{5~ED{5>9--dgPr0(}=>kC1ABk~H)+
zAH6Cd>jOeJaP!qNbNsW9p=}?H%qLPEcN=*=mawg{cauw<6cfOowjTGrgx9Lrs<}Cg
zEuYBP1VipblFNOQHDLRuZ{2fX@iw)=n6+QFUK}6y0T<8GoXC{aow(QpvmXwB<DigO
zI5xwYA!UiXLD`bkLkmH1+|uP4&B3=H0HsDpm1z!U!nOhIo@ZT=eo7XfELzV$;Zxc^
zGj5RO{&wGvbc+H@B>%ud<L2%p4HQ~zzvmv@&GZcX&0-El#S?YE762`-=*mh(d|hu#
zxUiCdL7ilRzi!RWrAvbdQfyyI<PM<4Eo@^OoLsIUm~Vn5XSLTC1>Cv8LORcdPP<pd
z;cacW&65*HygGABTkWmV>@@YmP3VP@%`RIr@oD!~a5+&^X(HT7f*G2`QA49+MLQ~T
zT+f-Fy3OAl>^!+@;@dV}wp{UBz-H3E*4^``kCc8^(DNz!0+!=hZMGaGD&rT4ue>hD
zcuE1I#ZR!s#LC%qwOu~WP|HW|gL#f$0K-6f>OK!tUb;ZPZoVd0@V^b?ts3EY{}FzD
zQnG0G1p7(yQZnmBC;qtwDE$~kzl$z+N1bgihhV2eN-K@m-4h&dB#Q9hMr~iu@`Z}T
zo8gu(Sn)uXaU?2YT8noMz!zWd9J`|}o!~$pVDZ6sSnPZci;FQRA#}jjN}5<uBr!bG
zMPA~0=4}KlU#*+Gy(G;P`a%tU-4ZrV0pfJc4RsW6TRB=59v@3DIKcV(##3c+z;io7
zd~%c#oDL~6qyl5cQh~-nUqOrSRZEfcXTn3*m);JCYD9?szPX^S*Q#$gd;&UT(BOjc
zra4jIyyH&qo=PX$L;MaY{FXsIMihTxP>lb;pqTzCgL-)ABOdrur0|an>H+@V<1S%&
z1_I{C=M|P`Bw+dRq=3&b0Wyp~sF<)kGXcZ>Pxik*hK1na$NYc~e#IRRU-9GD_HRQ9
zOh1$AN2I{UexDNjqkf&a<uYKVYL7SS)-Do_wQp}t9Xt?}i-~iJ+9Bqnlh0zgt;!%0
zjddWBeHJs%y73O~n&-}snW_^rGCs4R_R`Yz&BCoMqB!OKG7Ig6JTsPZg*(pTGv%6v
zW^LBivE7+iinH6p5K~0sj|Qr5gHjq6G-*OsubQ^idp6!uQYgqO+AV9Nn|;&XzgyYw
zik0YLd}H~I<DW7Gyc=*+K)}uv5U|6)57>3sFarX1Am0Oal>ZR018hDyAlasa)VCad
zH_Z^E|C*I*CH>nX>wC1w&h>5LhPa&K@%2fW(>fGBrVB6pn6hF#Ki>E;NF|T**C18G
zr;NXZHiN$}D70qC&$Q&u+|w-*h?gg~<SymukVZ<fE~UrgDhlaohjcR~N`l@a+G|YL
zZMX^;sEW@oKDob<F%kXyeaZoj+Sy?S!=%%nEj;Ou{W4qi*W%Q}rq$nbRDHyMq*|GU
zAOFD+R7B^h_Al#HkHb_C>r{V>X^43BZ1)!0UtiSUyIKD*s&)1DkMy|uy!&3?A6%~C
zk1nVF=8wL*L;Gl9;h>bz14J^qV+hE&7(}6#RYN>d!ehpWm~swGLQ*@ewTdk@=?%un
zkQbP!S@+{q5fp@j|8k+~yNf21%L%FJO;Xl@gMx}W?k`6K$u=2+Lm!#w`b9#<T2nz6
z!zuA&A;07K{aO{AG$WJi#w5T<OX<aNPr09~;${W|?~;2fTHYg-%Nx`C_MEQ(Ae(vP
zqg;_xl6uJO0c5ika8OSICPNRIqnKW_OTHn%=L_&-Z%8UTzb*#h=nN=8;d|#1?Chdi
zFK1i8>N|W=utfmqT58J)gmfQ@aBNp{l7ay<Pci6iTmTh~_+CXLWl+`%VL*DXJ4NZ6
zRSolng33BAUC0{YLR1A$EqEoGbMCEo%G&!z1T-I|uS7&)Ux^QV%Mq%OUa0!n>b~~N
zs3t7VYp0^~xr&i_RVwRtb(yA59=J{0zw3Ao#L1qC)EOf$0+^_}U!#h-U!xKRNP4l!
z{P6FQ`r-i}cc#S*#_11;U&kF|N=G)?+<uJ`GLuEtjdlDnPL)XC!_5^+6CE%ys(`VI
zkJq6DSl24}NZ-TvW3r0VA~x{;zV4@ZbHcCBMUh8ztD2PSgTZn|NT~e9%w`U6qFZ;x
z49#SD?O>6EO<5aVEI-+?e5Rj4>64I;ZAFO}b2d?!H&05gKV2ATEl{m=X)@y7H+B4$
zi@OzAZ7MymlXp1^v$K@wKCv^=XRX>JpolqX4V$HC+jlz&7wEE3IvLUFFtXRAnJd~Y
zn8S{JD&KcvVnk0PkhJEa6?KH7UWM0d7_W@=!bg!XO^k%HvzWxq^^8TOely|=b|M*t
z)8tnUMn0Pa+!DGYYKq+iw%z4rq<ke*jH*}ReI8?N?+U5ApCI-ce0(_*&!(7k<VRC=
zvvdPA0*{im_{x8u|1O6Ih_l$!ASlkF1gVq}Qw@X+=Zg5M{9-*Y$3zqQEola28|?^V
z6h(@Iu1=x>mpF85AvPidDYVE=PKX!XEq%%~?g6Sb@1_XjcrN<;E|AyVG4K5n)5~4^
z_v*rF#GAw3;U(P;woBNQt9{HYe+@)mQfjf2msbQTKFdoe{%J*&&>uVDYeo~TQyfb9
zV2)RaNV#B=NbOfpEBI}=?_*O|8rOSF<%kRFQj|R*A`pqK0KIG$q<{6zfHlf(QMf6D
zUrDEzGyncZ5`uN+6RXl$z}l2RIudcA)?#Rp4xS_y^$R~1=-_9<p#d!e#6IHg&dz0I
zC8O~IYHp+*&V0{u)U{~m8paOuAN?{vi64F$$OsJQ$SgZ*IBr}v-N#YTuY)-~i&{}y
zb@+h!sVyH|@@p<(05Grw00YAxz`zFQ6XY3Q-PP)|WXLM3QqeL@XZ|y6e)H!>=J~7I
z5FeiT9EDtb4s>K=kEZe1koJ(rGEC>9pr4rb&Rj6~gdxww2Lr!WMG@p_&n$ReC=1oo
zxI$;wPM6^A4v8%<Dl$-1szuXGGxhb|X_8f}L$VK;d)P$KE2(T@kpn=34h7JlTQV*M
zW`M{uJJQM)&gP+oC0s>sfxH;n{aE%eHnrPN?8`yJ39!m&{ZJIpcVg)(<in?&3G;^)
zc<o`B`sN15T_<Pgn8FHsLiXU?bGzs;5|>F5Bmx!IVxIUcSr=kLe*}G30dgMPrCoc*
zj4w4z?rh*EtW43iLjp+9vD}YMHO*<h*O3yJI7DKYN=Tre2uet~)+P@WURgn2(HSU#
z!R<(g$OyTyb$@;C4ibSbT3`oXc5U-Mk&G;1Aa{wKJD(j^xl;FxV=Vj9b@f?#JOhi~
z3PrpLhH1kFH!}NEjBuS}0`SXTkJoUWMz7BDo|^nspsQPP1_CZWxi8S!BY*%3bV280
z@}B(H4+T1|qA@e}r`s}fWse2Ah2r}H-JEP*uRrHj`DL5bOh7>_ZqhOowO*0OU7y;Q
zjFaIS;1+4|DBn&t&9B}@qH2et<rFIhfUzlwmS4uEPO-V7lbALh#-{XBei@rWf@_Uz
z^G0Vc&N{4LtJ<A#pRi1us>4*W0vcs|;03cF!eyLXO>j3__|HAJysrQaJa1bx<-*Hy
zgZ0cg%c^SQ8#U>Ii42~Wr!10DBR6$CrBj)_DV&SwDBOzyNj6XW4||W2jqBQUPjhvX
zNz<r`pu%64w}E@v?KsAF>Mg=J<zMSH7O)(lgs2V{(@^tJ$B^PI%LQ9vSJ0I{-GWBv
z`&0#i`bDe>!fZXFaE)X-OL{lSg&iOJn(BUS>H!%1v$ZL6($BxFO`ZSKwJF8NwW%T|
z^G)1EwYvt>fTxOH97fJV1@%VEV4?k_Y6+(BGV+ozI_MBo`5eoAxLxzQGp6R{c8le%
zRd-dOfCk+qCDX{n=Yn9-xR%tL!*-oft>(&SSixUv)cO&hY)qYI)XgOmh%uGmgh2Gt
zS{?VxsPdi|Bj3IB<k4gGTFh6ba{JKNuF~Lw7sKhdQ+=iAsHK0<E87k$s~`RLBb?=&
z#L;06Y3p$Pzz5b~l~?C^9V|`=1%`kGoeh}GL_*y61RWC1poM@veDM2b4PViNh4{!e
z+u#BZ*XOv64Gr!tF2f!&8NuCRO{aiH`Q)4!tAjsB@5QFWEBHY5mk+q027n8eiP8J*
zZ_l84Pn%Hi(X8%Z;}Pz0!Squ#>){3IHFr1SA-UHF?nQ}hU@Ja1#pj`1!ZG`jLeZ)?
zwkNlG^66z$H<&j-!4#;@Z}F1eA~7LQPo7^XHZch_a-L!D;sR|Y``e@Vhrid~e~Sra
z#nevXh3<l?%LFLUtpW;kRj>0O3UuE91v;!3ltzuj7x76rH{Xs^7XSsiNi4gj!CgM|
zefO4Ueei+rr5wc~vm1T6m)cl`eIb?cqYqhxf(RiTF;39C%x3Cb{X&!1yPdwJSQIR#
zY}vm|z$(G1ZT0d`HBc|JMz`QmO&o7L;~vYA%eB)Yv6WZwXY)K<Cce0?yBRGVSX_~z
z*T1D=JcCJwX_Ko7e;$(kF4j9yWE&4mCpM`@sR-)TE2$C|hR%8NfR+z^kUGsN_JSgN
zpik+gD?8GT=&LZs5Im%JO*r$Yp{M+qz?cfCG!p9BJjWG>&o2md6D*BmyT6itu@V+q
zj`aInCoIGLP8uN)I-foO%<+_^NNzW8Ls|Gt0sig#P5U4XM6|Lw-6+;YBV(Ya$2=-$
zx=*F(5^AuJqpb4{rk`gzy_j?KX4QQC>H!wi0${<>cUX|{9TvRC!%$bh>mKyPm<JVH
z3*|4S`^0ZG6Bv+M0aN*fiXcA|E?03FwSr<IWBOv03*I*A*vza@>U^Qe6?|Hzrscq;
zhzcAk4IKxur}y)?<Yyz`6x^4AeE3*)ibMU*;Rph&M2k)BbNiz^vYJh=O+idUla6qk
zU*1yhPiL2EC&J>~^jq{_dBE3i7jUP_0@VjanuI$a8+CLruaxgiYbWP_5=0N2t2Vx3
zGV98qm7i=*knaR`)X)hscRjIF@y08*1!+OSr3OcXmJf1X^m)_i;$QrsFS6G0!nT~K
zP$y2rDK|r6Db6cOP%V)O+!64bf<SVP1%6%coXa=3+3AYC%5FXFqJS-6^USJEIYA;^
zby<M%PC(P(_9pk|vOdElWJ2Ar9gDQBL_%I<klAb#!H-BJ^kE4TfrO~zPTCzRuo>&H
zs^Jo$$0bPGha04=ijo~FvgM1t2s2idcn{<7xd3D<{FPG1H*`(h0~BeIvwCE!lnHf9
zPTb85qR{NmoRVWx#gg{;ehKbr_TOkiXZ8WCz*1)gX>BFPBb>(OYKo^O)mh8c`2fga
z7%E)DZN(cgj<i<|1=Ar2N&tc-d}$4jQYpFBzImM4Ro>#JRvUk2Y#awzz6QHD@yQ3l
zRcZt}^^6`8cvu9%9&OT{(`ue^DiP;8e|mOdhiX(8*F-hyeA`6`Y@N#pTXzs{U{~~%
z#PkNTVlSDvrrib(qFkqYSWu7B9~EHq01F1%D*V9nc-(!lL(5m6qim*I;PdS9@cVV)
zP~KgC6<9xc>tm)pn<lePV>VaQcYC&XdP5_9*Kv28r`|feA0yg{p5=EMpV5n!(J$7p
zyT#uMQn?2^2~o}rvzCF(D|&WmHe^!rQjj(NM8;rT)3Gn@(zeE7hGD02NZ)8!pHkcy
z{Vg~~@a1A@hk33}f~cj%WRa0#x+FszoF;7ji4_>U|Ix=e+zbaQdR$cWDaJwLqm&WH
zmNk^pRE`bH<T_4s7F^a+hNk8<U-DqpII=PJxCBUvftEV+)ope5E}RS`yo{v8oEZ|_
zeS@MG;=C{p!s=}G9=62*{bg0DQZ9$4X^r_fNYr)~4xTInS6sl1V9_USD<W*le;p-P
z)oiPfH(6;RTDex!Ygjnh{0o$-7n0DroAG<t%_V#nZsXjF_FVfHDsM+B+z0)^6jpfo
z3tbA+4|Tq-r91Gd>ps^Xim;Y4H-oH*EHcrzHyy14GlmV-9Cf5T5t-1UM-0px`H+fX
zo#D8eA=>8}AA~zjP(#y-#r+yQz7(26ofhO$&$7KSXAgmoOI5kGwTw2<JoS8|MNdk9
z<AD}r+W9~LXn`Yu7VH|Z0%$=DHqYF0oZO)Ty1V)~#=vr-RxfHb6O`s`UwNiR>h=hL
z7Q`fkK~dk+f?|WJ+<RJp9$RGA&<LOf#}Bl?!4C*P3nJOv(K?<R@L0qZS<o~%{h$Tm
z2D5r;)?6I=?%rDxxQ3X3P++`ZVl3!2XOcT*?LjVkE$uvJYwQtoc_5x`k@kBdmjOO^
zU4cyr`&{KV9%?1wXH7iRojDVJY4i?0B?zWcS70hh+S|NKU+{d37Rk1lWhnWmM&s7R
zEyRXaEvYB`6kg#k%gMEqkW-O86|~GnNnto39nUbhrv)yrbeENNq-SxBYf2r^>(UQj
z$qA$_U8#@oJvA(Y>4_@!O!DZrKD5%;gUm?k%ZjFOy46+Z(-}XBLAbltpYEy+2#coP
zqa3nED!#`BF;R=vQ?=M}`4Pe{^dtL|$<N(b8P!qh{R0q=J~*EpJ?}Iu-Xqcx@3GCf
z+PWD!8$8U12?|Bt5EIPTv!Dy^negwAe<6YJvi3Rah&&P->~6t_u)=ZR>8R!*P=`18
zT6c$d8{P!VA_EE@-EwIt2pRA6P-&b-_cf=IP>4sykToEtv+Os$5Eehv7viMs<y*1T
z`L4HKbZiI`rbtkQRL;x=FBLgAYIZ1EOdGCoVHgyem|K6K--`T*T(P(NQSmb}$Uw*&
zj}T?dc!;&7@4SF(pEqD^Tnc+LH%SRy8G=lhA810;Fg(IqCWcSll3r(*&s<IYlOecn
z!A$&xTl=1NE{m6iMjXf4h0$Pu`dJI=o>iT7fxd*v#wV@rd<X7Cp%>s7^?nWJZ0i|R
zBlISY<*KpPQP1b&`$~O%Z(;%{-eqAaHqBw5@n$+rR=YM_!H;BQ@sFB0<{ER$fi_Py
zA8s?3kWAn6g0#~*hX`y7clM3(yF0j<GeoZIyIJ5NQNc`Xns68X?Pp2;U3en%_<0`$
z+6@i*SxoEqKAE1McGEOicZzabXBxvg=i{eY;<*HcC^qdz<oPv#<ziFgh(AlDg>%<Z
z-{HA)4>;K0u{A=*`QW<oZp7DQ1<%JAnma{F)0vw?P{V2SG6iB}z?n5{H##Zi9vJAN
zCEWu9t`u?Jtu$ySS|pj~aHeD%r<C@rb@2-`THUg=ckkc})oPly{I@8=Ef$QH!A)eG
z<<v)7CX&xdK6k0F&&Mas`q~^oXoW;U9SE|k@JdUgIak^8?>f@1CSxJT2r}U=b4dk~
zbBTjMn$8smmF40|T;?)e!kwq-b?ED%pGVkQWq5FbwJp28b6GzUhOe}}CkAs~ou#EC
z_T}jSVo+^jB^>je7^HP`+EY%e<6U(jEqlbHgoeb5wpZj`9WX(<@myQ&Ke=n-+c#b=
ztM=3W%(#$oPYlX`5CcUfb}P{w1xkari7lQdYuvpsIjT>2Vq+JrTN+PnYE*M|7GQ6S
z55d`yZd)G4rXC`6fUzlT&y5UQy<@J22wm%65xV($%+HE>%-g}I+^i}3eH38TBRI5A
zufZ1~Vnq(qHr`NPfL|HLP0`VO>a9h&P!RRWTLHbjqk2Ji3m;m15wLDW@JunsCUxEd
z>c$X3KjN-YQ~|XW5-8T&b-Qdq0JuZDcPO$`yZ__T#jSHvj)xfgJ3}R4k4+(4C`dfd
zi0JFpN$S(e<(Fa@S)I5nclc-*$LW{LNN68=2}3|)^{6|};zsq@gjP|r$=sOX*-1Pc
zpXs3Ei<4wo4OZ!@@R~9S4-R7Xv=9!}oWc3O)G@#D6pE2R`3*5(`dLEwzxF%+e^Jqx
z?gfiSZ19VE!SrZZ{H$Iu{ZK6))eC?@^iNc@hll=k(LYns9<KcOnBTiP4^Q}bx8JI0
zOh40~fA+m(W2R+fW@7(S746|wy5}#yb9Goaen&+94Jw*qe=`(d5$nmIYa@|x!)SJi
zeZADI)J!{GLr^}uOeX4?=2fezVJo5tp|hxMMdS*p?s8Q1K_3cbsB>_r;jI^ncI2$m
zh^t7cA9)q-LBLBRwBZa~!n%o4e6keI(A{Hl6%2c_%EqaFwRNLF#go#ni!EX_p+lV?
zLImDMGnxvEOI~GMA2mT&AyF$jTx1-4p&u8=cG6t}&hcV``Q5*!pLMOj<uv9WKF>Y7
z`XQ$=ad6Nw{vxL_v)wOT0anQV6LK2U&phsz1JC@3-+n&u%#RrEhn&WI|1R;r!MBHp
zKAy@y1cMJ(etgXD5B$RuKHlxO2max8eZ1Gd<G??1$=@CL|EPQU|58p%stZ`l4R9e_
zgTg9pCr$hqOp1V7pfjTJvi8YgD8<5Wj`zc?+T-i}>nVDChy3LfJ@VVfQ}o0A`xW6b
z|7?Z*=_&fz`T7qUYs^2tqyF3QGV{;x5|4P9oq_RpZ>GN*YacZJ&YMz1`e4G<CtI51
z0QK$};erP@tgE)N8^Avm{wmTdmqjGT$##qRQRhzhc1iJ6-Cll$U2D<INhn26dE(ek
z(cV7lsOVg|rfgrn8cU_{4p#{fJGES-OJ3SKGw(rhy>n{+5LBu0o?2X>e}2Cdt^Md`
z;e^J}PCO2!FrTvSkPf=~djH(>#L+;E%rLRN<~m`Pe8;{LzaQAuo`?3MSnO9&b>>sm
zh}#C1lT*Ndx2KNE9IpKO99YR@MnLDTAL_r-qf#+OF`jd*b8MIHmDy++0az_(@JDGM
z%_S!+eG&jMhWNWdy7V_{jxl-!##am<djPEYOGE_{mb8B1?7+MIECwO|WfO_SE9a9R
zIaCU$#~iAOgw`OJ6Z-dd>ifShNPNtgnRvj1wQ7+4GD5!KfG3Zaa{wvY7SLO5$oAuX
z4k((EL_@EVtX0OZygvefWpM>1m-`zNd!Zlh12QR<#e3y6h+)R{N9?nrV(X7mo@)<d
zV34}RTuNVmc>w7z+?lo0`CkLv<j&=zvd*=`zp3)yrPE(>rw|cy*niMV4Lg{0|MEwa
zd`_MlFuO+L7k2Ou_&n~H7i;on{*NwKBKSvN-Np0ncf<lxLKhG*@y>pJJ>3w*OGk_m
z(UH!HouZQ|p^-?>>5f(GOUUgoMFcZKp=2>h;1WAy5nf^XX8=;C|FUxWY$VmM^hLC?
zK42jY>R}-b+e{D+qpP>UkSxEJwvZm?(|y^r-u0d`2a+cya@(2F-G@!Xd8F<!Gai;N
zumQyv5*0)8k#td`FIO3(@CLb`;X~Y`r;vD`odYLQ9Qpe2MkX@yKKmwW1bvgS0r>nV
ze2+);l)kl<09?5-rGLa{d4#jGkXmcGng9k)twN6bh-ry+Z)E(mVmQZ<T%P~{&vrxW
zrF~MUL<FGcqv!-Gx^@i6sdBS8K3VmE)z~=p0qJ+_5Z5Hs@FfB^-KiE|UP#%hYC}Nt
zQCTBK2^}I{@TowkL1s|5e57aLmzhBrANd-G-h3najCtZ&qr3Y+MNF$b`ubV2t2b_n
zOz?6yMK%B}11R!x_dP`>29V|+$xLw7;I%J+kM#!t<<pAw`|@chd6zba=b;F3b$&2?
z59bf4EP=6#_ak*m8F~arojycOH855QexPPtww{;w_ic2E*dzXMl^wiEKfO>iCjcx@
z5*^1+TD^PW(Y@r5!&se<Ul$PE#)7Tgz@}A)rITPDVw6kKqZ=Zg^NE>qpS7=V?$UC7
zX|!0iLAw(F{6oFl2;Aw*nGbo!XD{7fgPk4pHkzDmuhmi;W);Hh)PfBael+rY75K8j
zQhDb}zux3rn{Fg~B}*<P?6Sb<l9?$1jY!g#yG+D6ghma1?fn-jSc2w41Zh&FIDI9g
zM(!)D;<=N~)i8+|6fUzvoJ0bS-tcjB=eMyAy~$^X){qKCP%vuDokmTszsf4UHSmHk
zdOw@F`z4uD(zyj~`u4!XdlMW=+N!F>G4oCX-y3(Fm$6N(MhQ|m5rzf`Is7KdUFCYa
zb-1b&^b3*<s$RTFVi$^3J$<<ZV_J^C?pRn*LNqAJnVjHf^d@|%UAT*o+H^Y-Ow$o)
zRRf?8E263`z0#B1#*UhuZ*vwqWZ@+}H}uFjR7z%LR9K!SC@Hg@jf{->knW{Nl0Fz|
zuoBjT+GqeHO=Uywg&@hjk*0A7R2ygyPKXaJsH(?K>v4rS8MIGBj%p}K;@7L|he>S#
zw0_jS&JJ~_*~tRZGOqubE7Q?VGN@MO3A^$hSr$~5^dI(1KM}+Z)6m85&2Kp=l+V5~
zQjSQ0;LnZa%DW0qh4C>7NHwuYf$9tw8;;l50<zwaGqfrbp__}Clohpa4oCJ#dq=LE
zScCfHw#r-@wy53%p95|l#1($-#wNB8M2&qSdm@yJ@Cr4P6}OUg^ynY>a^v>@z?ZFm
z@MVu~?Trv^df+Q0*4*gGG-b^OH6Qi&?ZVqEOV4&$L18bE$`FTAL?R*=zYrEa6KI2O
z8PEXNLy($UX%LAJao51&@6m=JUlgucZ)|ghVmp}NjDT6I+Ubg){D>eYqggKB*e1nc
zwC<lFCVw-^(97)jQhi_7vZ<H3kdms7^CXd|Nyi{OMu!nsE>Ri?BA~Oth<XJrv;%3D
zoXB%&dc=)gG<_us5l=Jce{uJgQE{vd+HP<N1oz+`++BjZdvFgL2oAyBgCw{GcXyZI
zgamgD?oQBCO_KfY{m$(9_N+6rj{Ir5tE-->>VBxjs*CHsk*i`;jMwAqrMIE)-JJV<
zx#*ZaOLrR^8Fp%u8ooX8O2;FJj+KA!$5+SffbB)%O?@GMUa)Y9!mCS`Gs@R|5+6Iv
z%GB|W{aNp};Aivtq-Rwl1r!rYG~z#+!wXPI<r`$WG<HP~6Wih1Z6T9kxV{3vT=tyo
z!c_v#B*rQP4yPb^&i6LSN6@gnb4Dukr1JfU`Y<I$n$?r8(N^EgB%3a+X_lCF!D$5T
zc&a)tusoj~ZoRWmJ(RcFkK{I?pH~c;pmdsLm&w`til?rRqIG^#Hu(xVC%zRQ+4EH>
z9&hV5DiW*oXsEoeEHUL^HM1G&!51<nrkAdnC*dZAm1RrI(c>wC&PjldMzAIVP4ifB
zmhhHnJpH3Bb|4vIbGrdX#9uqk&@x&zrD|Uj0$pHk3oAbyw=S>0{t!l*7hvsumQq!(
zG!aD3gS79NRl~PC<tEhveU5^dZyuU*Fm-M>jCi*)57w5k1;#NR2X7l`_Hl`Kj2y9u
z<JlbTv9_kFEuJs=Pa%yL6T+-rcpd9hwj?@FVaV6i+ThqAk#+?;Uh3Uk@ZBnIMyoAK
zw{)07Me$i!yVHHXh1@5)>+#Zppwo(uwoaR`(^YE%A8{~ukcY#3e1eEJ^>rg|{hr%1
z0wrf^;Iz02QQ5DE%tKx(fJM3@bvrZK+q2Sevx9`Rb^K1qHy|NRIv*A5>6_1O++!aX
z!Aj4UnoO}3pc0HeVx=}(iW#+UX@3f6xOl=g(f!29r`$J*WpUnT55Kl$5?UGtu}S<!
zUQ7SPIIoPE#p78@Qi95h`58hz1hIV#-mp*6_3w(-@xZ*(bdU<?THrphjtyi6x9@>-
z93p%;7xrR57C74^HHCnUbgSu9pVJPXDB5Id5bm>S(sSHogC4<CokwP)Fi+e)nj9u0
z)O!W^XgAuHvB3dOUKZMZFww6lc5H~uo;XHm&bSLX<|z_?1K$@@xqMIce26Up^1%pB
zk~cnKr!H@7Wp{2aFOPB`1}Z6`_zX}Y7(*6HjE&S2y28_Kf-Y?9*~lh~=5Cheb0+YB
zinG$wsr0LYhk~ne@0&OE{@4P=gx?UqhQ{98Fdwcx5BUhHI2$HoC&JnjZ!!DMmGtfn
zbIj0cLe?c#^7XsngOM#P2|!1yI{R83m*At{@u;H_pDa`?y*@-%SfVY?qH>7Ccdr{#
z@J@a~0oMGr2sT;K{VTom@O{3j@O~ZVVe-i3Fxcc1C8ksS4uPrfTO;X*x0nu#?UNZd
z0X9gDE{AAh=AN8!j*ZH`Was#MaFn%NxH9$E@59TOgb)PlyE58dnt~e6j6n@&gPRW0
zP@5`c&pXFoueakv)9!&9&YEmb`v<BoY7PtNKQQM24QI(f!`Tl|!`bH4ejd<pMj7Ob
za|&uWn>Hr;2sE52lHund42itDWPFk}-dyua^`)@AMM((P1wRvdskPh__>E#3p|=dM
z-mXb(7jZ$EpYsEc9&I!e%|410rUXfyl}^A$i!J?WqrKzF0&FzRKptk?ATr2FKHnW2
z4_{90mjO(y^+jcxA1nk!+qf(9+{)u*%Y?s&mb>gDhE;=c@SwpaTy|6<!P~lZG*2W1
zhYORBO~QSK01D2kx0QrrTdg_f+Rvv^VlU4Tv=s~6$4l>~HG)-6+oxx*<pb}#j_9eF
z&Cm@!Rxo_$Km}(e2|Bu9g3lZoOJYicWgDO;dh&pRvoWCHOxdyV;bMX3YhWWr;FOjQ
zm%>r=a<GCabgd0I`}5^JY;J_>uNg(5PG9W(iKwx_9_S7{^Gu_5u2r>2HH^mN4q*vS
z%v`4^fPOQp<t=9?d!XNJ`mx^(bsE%fHU#vWvF8#8IZoZri>%W%a_-gg&7~U%LpvsR
zBKD+k6V$JP3tP=)<#jzh(@!Nu&fU`ID%VI58iK&m=AEQ5F0l^mZs|(*!%&1O66s`t
zGI?4C8BRMokiu2}9K{;>eWNtF2*I$Q=wXMe0o1$mhpaF>TT4!pDxEoEmwEUioTChe
zBL~}F&qGWor*;I@t+qsQ5{e+1b{Mv3EiBgr(@v{NPE=xr`JMLMu)Ibth^lWp$PM}3
zR)zLtr?m3SA!Ut%s^Av9gN89C<q&e@3eF-`;DC#^<DKUsRJoMuz1F<wHn%MSgJD1h
zwP;@W#nig+hNye*w0Q81!Mvw^`p7#7(s)KnhI4zX=(&-LhW(+_*+D<7@>n(7@2jLp
z;rX-%lb`y^g;j`z^6d~fE)^<f@k-%qb7zv@?%v#8PnXtiU?(&#=zoFCr=vFWahU;E
zrEq=iO{H{CZBSNsUZE>EFh=L!!BtsR@^x--+)ywTLVWtkm{-~^=@!m()AG>m9-9G_
zf8nk5;V=r*XXV4p#Q7ZCNLJRSdzHFWPl`x#Ue5Dvnt6SHx~WWw2Zx&@yGs-jkqw0(
zn^=_Gd3ET<H>(%^+;0qaTdgnZoXZa1xL&K@>j})`e)No&;ci7HFK&Z0seR(8wqvc1
zg-em(_@-UVJI8<#CiP0Pa>^`B&Jv%xvLQQ&r0Ss2@?t!_sb((HAU%SBC6+*0le?*$
zw_Rc!#+l8A1*%KN&Av;Qt?1e+l-Oy@Vmc>?#f2(vWdGnvjh4@Letq9ZAO6_QlvXtM
zJlp*t!JjtTcDY@|k7w+JypltOtOY#<-7+8>&6-AUsZ(&{$%msS6GOBM6x%M8T2QY5
z8;$2rHd+#3qy1pZOB9z$T61z?1l!jjF@ylaI#cno8lvaTV;nYAR==C6zW&(Uxep%4
zKWn9>)(0NP$i2xEYb^oTXuDi25p?V&5S^7E8;zbdgXDog31p+epm97@-^@H6!wK^Y
zx3@5o4i3<keO{!MmCMFyslWHBRXJ0<@xnKRlQ*?=zdIPBg$72}VzEhNuN=C;8fS7#
zk*D54r*Gyh@mDN&nhQF|AlTLZMqC0<M=q<~W^pV`dtBl8$AYsQG!dZStR4;4+=8;I
z|1DSQ{LwZ+SzKsd<JMedj|;)bnPF*ps^ZqFP2jWj9qn|)S^0!+D;52UqXK+=@+>w`
z!C7mDw#n`}P;izE6rANjSCXQG3eK9hs~9JVPwk4d9WA#%qx~#6vn5-@JPlv#$JvEf
zG25XUbYbtWrya<qU0(XOr`!?1@wvnC_zQM!T%Hf#S%TJG4BMDH;to8ilvyE53(18+
z1-H<Ta|15=7K$_f3N)(#4f|P+_R-r{4{&-H*xFDWig`XtaIZ2;S@qs3hthkQG*Dy<
z-C)PZP*ZSeGQm-~vE(d=`!G~MlcPD2?0gf3f8GY}zIwpf<XF@6^)6gImgEFsX(<Wu
zDV4j4LZrjp*qMD~SkQAc=_eCbm>*<1PC+_aRc^Zf)h6MXSPz?3oUxsH2=GUxiRbBF
zdN^d=aL+=%hzIYeU!rI4;`mBc^vtJeI#&PpWy4kRQ(W{$j#yw?N@+9;>W5LaL6PDn
zFO5@Ps#6PL*t<)rw9-4YLK^yFcTQ9!rp45ozm_ktR;eNQ8i^1|U#|7;@*3&#B@!f#
zxLfXt^v9EI?<e>eMXx)uJP!vZv#}FP)0Tz4VwOn5_&<ROR9s(n5DzH&hR;jb!y(4-
zbjA3UV#>mS9D?5P={|Gm+cA2U%?=`ES<A2@kdKxc?D%G+1U!w%MNRumxp|;ogb_(^
z<YuCFan1FCskqi@R)S-qy0Kn}kqZ^I{(##4UASKo!mOJgm?e_M*z77D53KY;YxgFN
z(*tt}n8RA(P(?3?ANxE|9c&vk79ovqBqh9gE+tm8+s_Kl-9AmeXWhgFqmvjY+2l9;
zDLicaxYf!DA8#+6RR#xRBL8}SvHSt<b64%c?t)hWGzP{e(<T<a-DqmqFNl$PdFJHb
z(p)(SkBg^j+~;ipKeF!r!FjqiYI)_s0ZD`sBfzGba|f;@>oq2cJCUnb$|NdAd^Fco
z@qXiJ>B1Cc-B}Ml<#~5N8r%0wPnTBLEn;f5yIO%X)C=4Mn{r#)Oyfq*Ggs@1o7+2t
zm8F@@Aqq~5%dg^jFk^jukRzCGoF$DXZf`^Dk4DeAP;%3M3Tc!#FUGSvX<1(!jCZ+k
z#(R$QVI66cW%%Nov9BL-hKY{EAI)fY>hg(;6ROnMcum4jDB~@(4)-99W}IZ#<_45;
z97=je*L`VWU}}I_Uq)$0C&gF}vn}^bOQSt`z3D%Ds6D{JMnMr~%H89df++9u5f*i_
zQ4>W^mM`H<*6a-bfbVm7Z#Vq`;pXzoI~RmtkdgLfJ&M3|(`}ZWr3oxbM<;JrUtqhj
z$7*ajl49m8NLWCdH`aMarMiyyBAUGCj{XHU#*5fcBl*h}Gt{ehS1XHP_g;RBBRzW7
zaBbcut%6<i@CN$n3Q8Yb$&ZUnZI@%D3RL=NSppumhTRizq^iK*QN8F`^Y_?Zx2clp
zXnlSQl$_ZDC1>k+{7-w^mXS6Dh%v5#k~6{0?hRMYUYl3eK}%1j5tgbu1n%pdS-gwn
z%qP)y-K{u#lazsy3odQ&E2MT5s_0d|Z&<2FNEd_DReG;n6760b6~sWw_ru>lsC(<)
z5@Kr}KO0$jsZc1j&fT(remzLkL-61cn@=5x21x~RIjPqc0v+C#kVPETmSW#^e0Rz!
zeHUjdHdqXOI~uWpj>>yaK>lN}LUYHgHz<x#B#Ou4UV!#!v+b;xoYo>y7#)u4vqtzn
ze8Fd%@BtbL*{jzCwi34o3hng#A0<RqGR(WmJts{gGcsA?0)#)k*~fnxv^;3tQt*-o
z@|Et>e3W70n}<QEE|yk06G@5@n6(F_X&`_9?`Xo`GO0h5us_oTwtr(%Z2u{fdffC6
zMDfoc?BmG4xA|YB36Dqodq4kUG=c5UEc-W2;9&jR7{&iU6aHORv$WM{Uz<rBHjEwW
zLG<nVVjw78-HjhQ9unj6Wn`LX=%L=LUiD6G0eyQ0!4{60v~YUjoL5IxM<@Ga<9_w}
zg5I>q=kv~z!Gw->ThJT!uFvO92_N?Ek9}!S%nFPpQA6Su4(TyxPVNtPKJwP*1XnWC
zJZ(HK17HGBme#-%qa@~<=3jS<w;;M#dk{F*zL<h2tt)2I&r+LT6pMQYW3;uO%5-*c
z5fm23mj#riMUe9O+yO9QnGs_U6@}%7YyE{K!vVcg8l~DN0j-c$04ChK;AVmJv!5_Q
zOd4oN`vns|es#e`qkM!3)&4zAOy-FI9*BSbh#t@jlEoK9jezB23A~P{`GBkjT0Iuj
zr}k?xYZgdWdmNjL>(PFr%RFWk%XJlbl+^|#f^gM)I)9{GTk%Otd?^7HqT#hxqn^)5
zkzwV0*cy?G8R(Q8H=}$JI}iMzku*-y1VII^_F7<_&wicys~y0d|5rjFcZ}1@UtAjY
z`3e(iP{a{-NSByPwSPGZ0jVAEW{4`V>@|oIh^+$4=!iiu01tG_9r5|fH`Gosm+)@j
zO^T?$4DzoH9tZh|{A&Xyt}p*!uXqH>Uij=mfHjufWkik$JdpVhuT-E0{d!<R?c4xv
z_XEc{w7C4|gUTWYIKblxJRZ~^XV<%@^_Qdl*BhWy`PWuMX*>UHxXXVuoDAJxKC*x9
z=iiQQLJ|?5xRSY3JRxO>m`p`Y3>z*!mMhMGs2@+R)6~R2?kiVfSD^)8=D<s8a1(`K
zDF(Yf)@=WmgG7)y@tnrUzN6B3%&>yn<cK)_8E2?L2to>OA;QqaR4v`ae#mjUi8ka8
zP%+im_U|!NG|Wt1ka+pg^?~svwsOcrVoYhS1o^~n7j-&2Q;w+z93GL4Roz7H8($9$
zoPFyZIQ#G+Q8>%ld&q>qwaCh3hoxV}_3*=Wnhe&JZiPIv@~ZoKE9IDItNM{Uv(AP)
zxj?^6<{`#inoRt)?u<OMJ?%wgAHhX-_zLOK_kflL5}V@jQiHz8SZYMx0%uuEJm&A&
zrXPeOQ&gB%BwH*`eBV=2s#>`y9VRuCeIJly5_`vvpw*y0zTwGbLN<B2Muf;Ka6BkX
z8m;}dXpZsysCEz5t<YBqE0J!&cP^gGSiWN5R4iWfG7-q*6#f&{F6$z;Uf<!**+R?S
z9CA9nt>0PIZfirE?l}ISkyb3!Sjnpir=yvc(ygN@P>I_3Y5u$W`)I0G(Cdq0|593a
zxz*C*5l-Lv59e4xtomU|uvyJrche*VUb4gfiU%v6R?*{axw)NG54Hlepc5JnP()ny
zv~mSbVAd{+w;Nb@JK5cVuwb4t(jn;EZOg1IE2AixCjCHPHU42do(;pGKV4x^ttm<6
za1Y1jth71=0*mZ75e`u<8N1TB%~$Kgxvh<w4|lA1yKF^`Y&Q)>d+T$i`2<O|T&?Bl
zg+_ekL0A{92b1RpiG%sHsO4*@B1P9RcNI7ns#C?&Q9-6-4nWpE)#fKEE<jd0KePM9
zL??omXQ7L7img?RIOH0yZt>C=gFj73#3WQxvi@R^4v^K525E4_nE+Xhobgds8yO`V
z7*41g2FYsl@Qkk&33qH%gR(-&q(HJ-Js_*8i{hOI)5YEC=|023Et~E`^?5o*HNxWb
z5Ki~nX{^>N5x!L2UGMUSoi(V}Rb@8wi4NJGr=y(-Kc610hVg^otA+9u@kDed{cykg
z#%0ksFs%mfN}+O5pcQHr=es-+lK(qebk|7!ma7G`X_`*=Q%O-tOjzREYDS+?Uf-_$
zReOoWw#MtEmwijP2+Q}a;JLirnsDA@ql+RcKJf8|A`>(z$D_&O(a`Y7`m*mxPEfL1
zk4}S^wRO^#iX;Xn$fGfJL+orrDpfp4lUWvD<k1^6V4auZaw#Ixkhn?#?PZePo70IK
zJ%#0aaf-J|(y7E3I@Fg37{?7aC_E-ADHTQm>6=@UgWWSvpLor%_a>=YFF{56aR`Fv
zHR(lFCcZq~Ogc-7rX*`49?vzJ^nZ07pa4%oMHh_p4%{h#bY?Z^evA2r>Ly$9V_!Go
z*&W5oOhOWzVLeBlq~L8)){FW&yqt{h()U8@x8XPv2h$57@7xxvCoJHA^0M^ssjIBG
zIb+r>%Vsf1dlEh&Uxu4}Uu2XrSOI&CU|mk~*h>;V5+}O?xc)X|x%Q|XJCBG{W2fae
z&IH@T=F`z-74{U_8QeycUJ<G9hQ81UV)X8OOHDVo3C!Kme<Lu$Y7&j*P<P0p>DJSS
zN4aQBosAj~iHv}xJgm|83_IX+lRV^o=ZCxo+Zg(OQc~XfP-0U`F3FQJyZCv;+x>$W
z7kga8%Bf(<p6;s#G5_z`58Pb5M3kvSFwfN+4jD^}50LgoCMveCpAd|EYF3FTza8v1
zO~QV|9~;<prVwaep8(wauOOLN0B-*CB7tuHbIAiY|DhNxjYEESm*u&6<p(wLAWDp7
z3OMfi;JaV!#^j+Ow2y9nWgs6HL^ckiB3gVAvB0$Jyl1^|?y_7kZ3{UWWK>l+dlB$#
zIM=dOQ*|M_WZ#uoK7fy*e5WsRF6jf)+*A;TMz@;B<?yTij58&`Ez8T1=vdojfBQ0)
zivEgh8vAW!IQ)kLOzpPM%oNa6BLl1kl9~z58b{iBNN;&Wht^O>gh+foY|qu|y_MlY
z-WieRR1`vm(OvEi>N(t51H$O6+guHH-84Fwq!wt&wOEmCl_78tkbH!f3S#Hv`D`B)
z2-){Y_sUF;?fT_}$E@ROvCeH|N+&b8+g~t5MvvL(;7?jD9m>-k!G{vq3P&_N*>o}3
zo`Ba`Ew@mv8b(Dj69wxf)>!3x$$i#zT19RP&5Lfsw50ab72z}OYc)($!uW5@ehlQT
zm0hj%(D@^JkjJwm=(PO{B;`7e-eZirgqj|l-uCQ3g;^u6To7(sz(NM};cSP`IpH8A
zykqdj=k|8t_x6lsLiZgJTnV+Whg|V6pACsCJ$uh7PL%(ocOK%HZb+N(EHpA=YdVv?
zSvX;tPWZIwZ3uI3K&RHRmgVdyS9{KNYe^7DGIIkYvpF|FGLr)&GioHNJZ`XddgPCa
zL0ySF?_0WR)o1m$+YNZCAL^kfqD-$zzKyB37ew|m2lCu>6?Nn{`%((BqQ)P_rI0@P
zTD2?aIJQj`ik9<BGLuu*<U6Cp2P89YeUN0PM)OW!s7Is54JVf8YL9)PkgtTvWg~wz
zDW6GlP$i&lr?37>DaK%Xep4w?gqC%oqE-i0#3CVo)+YsQe8SD-5OyL$C_n_h`nlqQ
z;HP4yDSg!2OQ6I|#jtRRAnN8#Sy_5|`UgVe*M`+fWnW%&k<|u&iqJGbWZ~CA8us)m
zkt|l5a(-|^!?J&u-P!nM$#bRmK7MZv{Ge?W)$m=LrwGqW8oBG6{^qE%a~vtQ);Acj
z)1S4<(<joRb6=mNevx2?Gm6v&FD@D*Z{o?+BVuxuOv?%EX?QF#)2Z8WPU=Gn^2}-$
ze(6!g7^(CrYi~Np#P?T;*(;#LEUD#fgY*Su4yeSeph#e8!d(MG;`30=L~B{!H$DEP
zdb+J@pAtc~g*^g?ixaYNrCVF7U6njY$sMg}v`8!auL-v2#5j6}{;z#)g9N>NhH6V@
z#rx{baU<eKc0Q7)D5u)MDwlkKaK<h#kF_ddJLo)*jefCjIhCOOF^4`C>)SlK=*E!V
z?G>oREG_9AE(PzY>5!LZr>=gikA}t65JQZFI6WUr^dur6neC_xgn_@#kBVSo`V37H
z*qPJ+D48Y7AK(CzSxZmP9wRGAG8-AT10=I!kYqMiFsPT1T<4{xI_i8yZ1^ad?Xmro
z%pgbpEScc~k{ONRIv|<BTxdTF1SB(9kYqOVD4FF!JW6JEAjzx>kj$L&U(a$YzKv?U
zOk-EIpc<_kHr;I?;L$&6P4S^Q8D*)l=AVEjnc!utWxkKicwlUX4;{h@(9q)ySgu84
z<1xT7{iyy@K^R}AD4W_)r&O@!SfvfYK55L@s!-~3$>ZwDtb%jM%DJ2>B06swCrMml
zTFLXMVO&n0D?~qj*8IXxiKlqP!2<!kUVcqW6$c7{WJV2H6akXVJnj(=2eNDRwn37a
z)fb(mjsrKVNXo|&vlPR{=A;Uy3$EhXjVW%bpCx9R&c4rZ#>vT@7&pf4M*du4Mhldf
z!T&5VJ7@q(%w7>&%JPX^h+d%=!%|NxiSWM2lvxSzj@H!PVu7h6^#w_0x=*8_PxZew
z)#++H(Yy01B7vF5m7B4es)i-F>@<Yt-8$vPpRYLF14(8XPtQ|5$v)XXmYCH$e!MpC
z88NLP2TIIJf0vlyJeHW9flAEeN2#K(TCqVTW)=S`F=GTu%)$y0UBW5JP9Y#UzZ8|!
zB?2X8E8;Pmsf|0uQ;m(6LPNaoc^+PLo!>M$Y?vVw_;b0I5<rKIzhg%dFe7kFBW(6g
zt@kFyB6QV%X@Xc~s_BdW2?0eYBCDanFLdI&t!nv%W8Pp1Vbgi0ru8`!V{KDM3Y>x#
z`Xu;qBa{h2PAeEm*pKAk1)Cz_8sE6QSFnDL#+F*Sweba?eYs&G%L#JZQVJme1^{z7
zbi2w5VgU0%NK`QPT7k2k{DBgu_+GLOpQ>yT0j&`nlAOmaGzYf9fFsptdMP3QKEI%U
zA3F8J*`A2m`3B&aX%i}LvRN%mIXZjTyE_lB0fBT^+pnt5ZeEWb2lN@-kyEii<<}@#
zHx+*U+EMHVK>?2N%#VKyvNoDu*#UP~A-bQO4?R(JPPcONe!O(w3E`$VU5}Tqv9j99
zz|}iCAMs$le)#*dvF%|*cjdCeSo*-}))M`A0=eZ(1%8euzHu9z+^juXEw^ijw5sdK
z>6FfzF_=4RotoZ~PhH(?8ywT`j>wpbl=5(kP+5EqG_mXGv_0Tq68Tg*AyinZ9CowU
zQmod^w}U$NUhle1y+NGtoGae5z%;QLDB~LD)mI{{yYqv4-HVFy9JW5AcSpIzd4(&$
z4mGK9N4{~Q?mLtXR>s*k<GJRSm>K?xTuVt-LT*<<uSOEhWh%_^kUy@wye3e|1jG0d
z^}aBz2#Ysi`bXZvh)Tkw#+gxyGETBEZT5O~MIl?E7EoapNWa64VUcaku=QABCIhN4
zQ~Ij%#XTMtUyYQ5uInjCF{=eBW-ix4AjND4P|R>ZiWzl~Z0hCfE<?Gj!%FxmaL*h-
zF^dSr0~9mI{cMikikYZppmOTDwPp!l6r}}|`t+AR6+4bDG4oyRc*G=18AA%{at#*?
zXpMe-+4Q=JaE7?rO2_Nk^RWJ?xt)T*Jy<B0(>|g%jkMv8eedQ!);6-8t-|TC4HxR{
zbHzA?x%M1?4?l-09CM5_;7v5vHg%0N0|MzT3YI&QJD0iLkDn?JoVF9V4VBpR?`-qI
zoc}<{VV($Cth%n(z|Xk7uE&elMRU8IKCTri<{GwCv2!bE1qIS+b;ypJXQ=q9<<p!q
zd>)9Q_cCgrFb=t3q9<3Cd0T0Ss&GbO0%wNs4sDz!u^de?g5Xuc6~;7LUGGdu$wI)6
z8Sf5yG=*l$5F}Jw%P5Wb?7izXSMN+$L<qUJ1v{J+#o>=2b0{CpF?pf+(<pP&E?jnr
z%K9S6UdeLi7B@S2vF16`H5-*r`~+JaGHph0XdY(ztQ4)VaE1CNHu`sW@jg}*hI!My
z=>4!$bO|#i+?&NrG%A-tjiG1?AOM9{dKCZxGy@2L34{P_KnOsg=HOc-BnScA+TQf?
zWWe}_lkzG5AP;ek6ZDP@RjpoDY;iWRPzsmPlD8#(9j2B8A><9wmH)Q9(XUf=_aY5x
z%`)CBz?QXyYRHB|Jg{t|!3l>!d4YaxQ;-2b0Pv3pAT3z+%}6N-0mP)9E2j*Ui+n}W
zlV7mVa&%erIx8wkWgeAdE1@q&c8K(cENvXXBV5a%h^U>_Z%^`@t**5lyy#S_VL1K~
zI@9K0`DCHKPkHZnIODu-FMw`-#lc9qH$iF1H8n<Y-)%g?8<VjX#eK?3PFFqGbaYR@
zimHpmv6*342L`5z@|m(26kDO2=;Wc7&~dpncMV7}^A%Eg<J|aDG3z|u<t!naX1UCR
zNIRd+?Rr)>d#Jkm;1y_n3QKU`cHy&?O|le$3B#6YhyGbeABpTxe(aU+Dl_9|44bw4
zESrvFwRG8noszu97LG7MVNiTg5Wy$Ii8nW0Oonys4iN!Hh~#54nIq=#3!80n$oD0#
zUyA**Dv>-?+`dN4w_I9f28|Wcl~Lxw!ZWC*qZ#aQjpVZHD0x(-3-M78y^HOX;|mY6
z-=>_f2OALue>!bvs*H$KrE&BQE`3;ZZ&=#)Oi*=qL%l|U@AJ3wCgWS8XVmf*mbh0I
zr)iMbF1zzLsIl$}PYF8gnUug<VPSUTxBJ1PYUT28zvRBtF*2;o&ofF1+CB<4gJUo#
z*~K_kRrixyau8cuS&SWak=a^3utP*tiR$%sdG|(TU;AJy)46ohny>2l(boyp#*2&C
z+LCkjX9xMQvTaM3T{A4MMWqNAAA9-BMVgklpt49zl<c;)>2Dpt(~$(`dD<V!zTV7S
zVZq&(C7g{YBzO=b?4jk*o>srVa;M|8?XRRYB90Zo`dwkhe3VHA6NR>s6Q4ZH41H62
zH1hP}iFjvQc}kb~%GI;`j(N&#p}PpL{ERBYyGO^2xvT7nmG7I`<#+*SCurM=7sD2Y
zj!|%%3ijbX)@(P@PaeQH!O0DqDX(f^Jelr4_g;y^m$A@8@vFuxzc3GcK!g1n_JBo1
z+PeAz5B8*zO8LWLDf77zvh@hzo;16lDgq^}0`x(NXBR30_CuqnAi+cDdMJ=fXNTJK
zVkP_|_Om5*n3~Ef5|n#Bsgq5k*y-U&q!$LkxXuc<UfRp)4|)9b28yTXpCn$s=n=Bg
zlLUh42CBWs{i8O(g1VQWUH4XvLL`halb8{9%}h36ak+)lG|6@*7eAH5wk}Q<fmaJ>
z<TQBWDiT&cv=xu@uFWY08lSvlyieaOkvaMs3cv;uu72MX|G({U{C`D2WBZHr@W$%R
zTV-1VBNHNKW}vU?XXxEu*vBt(;<tdt1~Lf#gOBsL>F<y7ADR?we>NQc-p6^|;qRdV
zbn!b*@UJQd+n<TffA(E6F|pAz{WlD>$B*g%K?800(Le*0p#cWkS?}a&=$v`ebQTs0
z1`Ks|XPV_3&LS&L@E2ryquO}JwIo&$qXe0$MgdtR?~P0d-><<}&Y1>2nfXxuatdO}
zZYYH%^PBAZ`R4-REcAT22S3nK%r#$EwQT68UWWB@yH1%q*yR|$Dmr~7IrN=ucv4a5
z8xvLQ?V+y_6Y6LRKUEjE-0-ZZF89@w0%;cPzxj1y2kBhDzo>s1XzaiI9MJdm%Rpo1
zV5ete1HS)1>d{!ZnCRL6w+uA)KW8fb#T{b*1@it9P09XCnfpEC*?)PNf1PlToBlrA
ze>meGNB+Id-_Q8R9sXYJZ)g1D=lXlC|A`s@_%Z#LGoIz|G@<_i=TbJD>8amKWYHV0
z&kWA+Q>np4=A;zJ61a8JO2PRW`O8na)NQbJ$o+kO+^)26X+EtI%6j|NQ=6?AOH9pM
z(bzfkIQOWMu_WuLIJ%R)n?RSNiW_@6jbK%6;3Z9P!9H{Wars2W%)p?o7Xb}g4uvN3
z%(~m`y4|&X`YNf16b?2TA%?glLUdEZ?x3rY#RFH}85B$ho$cSv^*>u+f1Oglua|$m
zh_e5>X#O#!e%XHiHl_Z2LHwsv>d!*g{~|zU|MT?~n3KONF&V^|h#p)2Kodud`H!nJ
zgBT0Z?@U()F;=4A2>q{T%<<<-#vcHgllkxF8EET&HAVtD+J6C%KmQFtcKHdAC86sf
z6H!$6cHGiR3rp#hT<yK=JlwIWCfW_p56gGxOP9Jhl2=x*b%vyz9$Y#;1Xrn4l7)y2
z95`czS-CzSIZ6}ED~V_(Vn8ii)j?_9_ulEv<4eBC;+5~z@{Bwnanf?`GS`127evmG
zRrwu9YkWd7;y#w??BWZyoAXVV=s?;xjmVy!=(P6xmRTL!giw=^;KaL>leiizXRH?^
zXf)r_OGK6^JLtW5Bff$BGXLy9c(3iFnD)q$L(m@evR6WD3klUSARFzcUluw(oOSSt
z30Q6}lh)`uuEYAcdO!2;)y-v+fNWH(pJT_QJSM4v5Hsl*?<bIrW@3^p96@8W@=ng9
z7L;}h0Bs&gM7>ub*H+{)VWU!KW|Wd9D`Y!Wv2l_Iz>g1P%)`ZxkXc_V<a%#a(17vy
zpP|?8!oTq3f1zLyZ2lJ~jurn4iTxLV{wtkMz}x%>gcdPsxa}|4_%|_r#Ks#(K&Yv`
zOEHLBo4&CHAom{!^)I0PZ?yY@?k`9CcNpAM-tnIe=l+j|%f$pC`2XY4t?iHnMIvkB
ztdPpcZ6Kpk(~ySy5BB3p32hi7QW{h-3rTII3>m1_q$!vXVfZjpiGZjvu98rO$^Q`@
zuf7+Al`4~|Lu~|?d=<{s_msN0suDfAtpoGBcbd#nGNo_mZt+o9d;gj0N>kG#Ms|tW
zp7H2)V)igGx!y7|0XXtd<~N>~8_ZG7s<q7LiN?9jmr@?`x$y7GrYRF&9Jjn(irpqz
zqPgNrq(5zmNjJ{@dKu~|pDXQAwnv%Bh3PJCjO4D=bA;k@(z&RO!l7m{#c13si2;)~
z-jvIRi1SvdYJgZ=t}x*!dy&mmurD^2njM5<by450XJeD{KMyRKr?IeaOJPRc{b7d;
zla_w9o*6Ac-!Nf~En!Z-2JcDynv9)fm585L;0Ruj6f7=L04rAv)&i~5;#Kool6rxY
zfNR{(Q+3XGJY3q2cBM;8aC^&FQnd1F!~i=6VPbg@CME<>vZBoiU!MfJ9`KshT}?>+
zBOj%m`lK12;K9Ikm@sa+sI0%@;xB4!+DUZ@P-BT5J!NHsIIns_Ezk*VbW*|C{bb4e
z^@;=lOO8Gp=4*^nIY1L{?0S8#yHA0eKoUcXWnw%Vc`1!p7jM#uIU%gYf-+;emh8Tt
zQv?>6nEU!u@+Z7pPW1u%k`q&9y@lcjJKV_gB-MqayLr`%6KfU~B-uGUy=nQ03WDh_
zcy~SL-Rtrp6BSIjX*;-2sviCK^9VPEmTG&w!d2#tZ{qFZ>=olcHk#Wt=QqGci&SPS
z3w8~sdj+%6JV?Vv)bW&1p7;~<=VCH#_X|wGMhja15T1n%*l4H;k2ac_IqJIU(A);d
zMvI5SuFgkttSjtN6h$QmY&2$&jaEbw>DrAsaL-T{h!CM}WgPM{z&vgfr^%}aleNiQ
zt9A%#s;H&x#^ZTX*BUSNzJfPBs#9BIJ#%^*114?d15t^M#+NLar#y^3f?irjBm>?h
z+AlSUr%56Kc?{u%@;wYFoRn8QUH5i{We;Pe<wy1>GI)PL<w<yHPSCO9bj(F|SXbIg
zfqYU24N>1#=KTW6P7Qpyx|#z;b-6PKTk-s<S@YS3Vs-~Oqy}1g@VoAOhFe||PWAZB
zOX|_Lj*{5{>V|mQpJ-K=`ZmIy2MVM$4n$ju#N^_-LM75h@4DqskGY(38!D)2c}&pT
zHk8bQJ>myi+(q9Vcy`O-V3_S`tZZ_*jWXNSg176{4p*3}&N=(6Ez7=d-#(bivZDBU
z+d$D``W>$S5VmGJfi3f+C-Jy1tQ7nzM7p=mibU;Ira<Em{{X*v9656Zgh!jC3wy4q
zFZRK(xf1fj&g-WKbmA|le#EqW#Sk!pj^S}~CP`1@u&#Nu$0*m>?y1(<ah_e{mZ5a~
zw8!`hiA1_-0DBDT6P8>*$Q}#U(Y6peVem&g%5u}zTjNc{zq&~kceBTJ`fj<G0{0^S
z%XGh<5hY>Osg%O!3O9#Mv!vwA0`BR#5f)j^?@$Z-H!>g7n3#J*I1-;0bd!TYc6F(+
zV7`SAGdMm#^J%kPH>Xd@mOkl&MJhE6o{^M`xwV`puY>SvYa&}r2~5~yGmK$k@+?Im
z=GuNk83gk^8%QTzqrSxN`7m+kb63O7u0z<qrWqGsi1N{kYeoibZP;woHi2M(@fj8<
zom4Hm5tL54NeoIS-2|nRE}KNqGU0V>2qK;(-l-fSohvx^0^y`*c{Y6IMkAg&C#=3;
z8rOK&IsV+RzE&tu-8?xJJf?R(EhS9^NW2)&BipZSt<+TKTFWzM9ELfH3VAAP_!zzy
zly5?*;m_D<RWY01T$h7~O&1=vYSQ4u>FzkaysAcj;qq=l4DmJUXQ*_@=fZLy?J`Ff
ze0S?Kdb*#iYbH|AzJNbPgiqT&6ST<-cGX_hlprf-_L#enj(h<lbmt03DJ8Mm4xe)M
z^-9NM{$jUvpM$|l2Z@GLtROkZIBWyV#)8Oih1hnB$MNk=0n7p6PFJ9Z|6L6&KmCmP
z>&A%Di%*LY{S&w<Fr4e3ncmKp6m=!--`o{Ic?y1mu*qk_TE=6bZE?$###6JlsMTCu
zDW+QHgp_WEkqGj1_N;~c;vLjUw=pM09F>^>H9XL{x5oU+^eCrW-Dw(Y>dE<!Fd|(o
ze_!$jEy&s;L|a_bJJKQ~7~3z<9v15AUE2z4b>+{;mvwkJ%kS+I_5YMos@f+|&jd4u
z8Nn6R^_Wr$hPnw0iLspEPShHZxa+6;tpWv~XFSju7OmOjwWlh*;zqrK3yr6xtQI#+
zy~<MEIb+6CMsWrPZbz-C9`A1jBJj%VVCyQBPo|+dnRjeC?O`gNr!S<Q)8cbl1zix<
zwSWI6qetd;{giWpNwde+%*%xh`-A!sS+LmZNotHe<P$e1zI+>Qd=a}(al$A*Gf*~*
z=F~+&_t|S+Tk<eN(8zcb76FGrGuTCH3`TEZ(id{IYVsZ>GHo=FL{@mDhL3}#C&f&g
zdZSGZNMyM@leN;m63@_7dET>lH@+&{!_RC~%zyvd$BDF%M<R}G16RiPq0yf#O-kl`
zZq4pt|NQ*)wCcnUK{i}%XM)Qlp&L`Nnu%t}peJuPbLOy&Eo5Tn`asWS)i5$jMPus6
z4a4p9LyU)Z`<=SBQ260g)N7d6pCunS6EBZz_=O94E=vqin_S>8s%BY6(Pdl5a3m=V
zhQ3LAJ32NRJ5!#)lTk4ASB-z=jDM8KcGd3W(0;6ZeG}&loBsy0M^Orp$ZpDIeo15s
zAc?F>o!+_s{*wwwB6B?7Y;r@gd{U6mP&<2x!F4^j`MeG)mA#xTKR0>7?~87lzhWpM
zqDksb9Fe34ynAP~H6kurDL>hobU3ms@&V%(!~2<9)f-qG4%w{Z6U~K6fBV9*X9k5e
zZ<i4vFr8woYkG9*J(-zvJoa&82P?+`i7YAkQ(wxDFhY<-HmqF5?-MKB5&nZgdK%t}
z8CiNi>4zxlc3+Me#prCulW?WG9W%uz&(15DC~~J?b}Q7ga)Hq%RMDUI^N~K;D43c~
zzz>AZ!tFe4;Ii3_Bj-=H?a}9U`~h!&dQny=b&V(>f^fPY&Yaj{igVES8ZTy9^Afhu
z><n(z77U|DVXd^)RJ8aO{cfi{t*AqRy#>*SrgN2zhjtWte$RnOe-UPopT2z?%3jTg
zWE2rYR*O>VK=E>MELZB8=ymOk72lK*jLc#@i>;`xTW;-e-t5clB$ytx9xv20!a!%i
zXs#^eUHClY`HM_bO4_cWlc%s2`F`dfR78sh+49-bcH#}>?32P}Rk!b(kO*Hs-=Sw}
zUMv{!@!iA__h%lfa$Kv>gfN3yGWZ$<t*XjupGFF)*l=|9#`cnD62EX)T{b|!Mp3zy
zw0<OgMJI9mf~LhMYbkNKVV7rGCu;cEA0&~5D-R{Bv#|H@2dU28zJmEBk?qQr6Z<u0
zcY`FdgN8p#WaP-XuMK`mWPE@`rUpo41wnnSu<5=Sf>2ta!Ib22FPf1VnZw{cHkO@4
z$^~EUe32#|)hD2JyPSlFUoLuJQ2p+$)%7BIKMAvAO;=;c8^$9o&yVLKRR?_<3{54o
zbu3E60Wr}V$pXCYi;}?b)l6|MnNY^`gpVwiyrVrdMb-rITg8w?l}(8aNnCQ&B`m)}
z$Z^h(pUDRGVN#?r4q#28lDrfrz@m=*jXk}e^t#rZvyVk1Qr}9PG%Ks8p1)GR)D2FA
zdAliKQt#;%|K&EE_yZ&5$V8WZbkfMi%I1*p$SEL^p<z8rWC-~~29vbX<-&2qfJDa1
z;jB=Rgjf2sw(-EB;oPW>pS7rjAG*hhBY_3XBCPWjk#1eaP}VrdOJgQ4w2C=v$9%Q-
zCo1p;<&jp_gX0&>H5v+=?I@F7XK(U$p146@bnvjWams3dWl}rOweXYlxa=%UfkH}A
zZcNqXRmTcp1~oeUlnL89o{1&A#ScBp+YOR$l1C<H4j2&N<N2o9(m*taH6=do`b_K6
zaY1Kkeo^Q2>hN~St8tR{jw#9E9r0TYFSr32FpCnExl(FY2gagB?~o_LT^UH+KGxYI
z=&3#2D#mXmkwi@=YUB4B1Zpgs@VoeTH?icSN@+`UGzj#`3jN%<Y*<{o9Nen97RQTr
zvcrgL-_QUG8JY{AkPX`))o2B7Q}GObOyf`8EN&$QDP(8BpKR*;c12r^|5C`t3wjE>
zWis3`d#vHr0fo#I>6b#rz0FCf<q9ZdjDSM6c%Cd=v&2r*lq8y%d}1lbf|M}cYyF@P
zK3gHu4Gm7eRdKDdtK%YPkm8?PdL3(XPUq?~2Sw$<I>XNJ9*W99<x3q!@_T~&f=PQ*
zTxBa<7=IHkf+QH#*DpoyNwW(#cc73cobJspSuk?hFz>K8ReCm%;mx_Mi!CB{CYOtS
zGQ%3>0&vae;JH_i92(itND<FU(OEy7E|LocP4vkQmJ3DAcI4~}efbEV*7{Ye;!Od!
z2(o<7#L-dFfPwNR-)wop*jCeCXN|Ysi&P?^ERx>Tml8TW+p-@Ax4#F<U%DuMTv0Le
z&{DG;Sqpgu$|z-41u{w%XSt_x{5F7$(hwk{G%X2Cjag%C)0%A!KBvSgwblC0@MNvl
zt&o^U2yBs;xi6U>-Uy$Wur8;><{6MtsxDh)q3#};z3@jysRO<Vwmgtgs!6bp^E;!I
zvHpv0b7$NM?_)-(R;3##qtsKRK*sUYWida!8Vrz8N)O5?B@l3G24$3<;;N?T7M2~E
zM0KdyqB-JHeaOJrk-C$vsLUQ*(kzA3{NxcXEr}7EQk(#Z-U7rz;6N-vo=Z{eiKt`+
zVN!TPU3Bl;IayjdXI|q(af@b4Vp6hzGD^<|qHDd<fQ-_MpBbgHzA^po_Xe+iW|Urn
zGD^z>pMf$;JAjN*nKIq^Sd_zG8Kp38pp4SF0WVNS=^T(z`nJaP<eEFkq<9CEQEHcS
zy>r)b_Lxyxjg~JZ8aFeqiyBu3|AD~=n<3EFQ6@K!tn~S;vgLD?68CCSpDg%2Oo93P
zABev*N+k^mOnzmQsvPPhf-*`cA2Ui-e`k~yA7t20G`0X4rL*gr#CWnaPpjsJqk)Xl
zQk|YbmAb(**RO*rW3!zW2IIt4l!g;?RYl&EuxZ9-cj$S{v?ym?Q_6L-YWQiFgm)H}
zdEwQ{vPJMTkg24^K1HR>y}g|Il369}*yS4;>?L&bl`Z8e`_k`P4KElLa9?uJpP;+H
zV|jf?=WYP+%(*Z<&Xhautea=7(nR1$ngJDV-Mz?`96R-)Ad!`4ns%UE0{?K(ZK|W=
zK(Z@NQ81!VH~Rc0U4hpsS#JNni#0z3d15a0Kr>23(6-k0mRpVn?qcX}+uN+AcH6eA
z<idU8`r*)Ej@LKnA<Bb@yP(fG>$9NjYdp~k<Y|cho3ZMT8TAN54aTx_X-=~0`1_-l
z&MD()m~K7qgLYQdcQS+WHO}YmZNsPO7<G(R5`_C5oVM&|g)V=Lp!s`Qrm^fU=kEy<
zejsolbw1?N+FGf$7~JiD(b*|Iu_=<^_NA&oHeMxtFHa%rDa%rJxiZq)iuSeSxpupK
zv^Tg@%1m5W7cC~QUZ<Hoiu)-lo`=Fj;}2Cj6?r>{J9-=e3BQ5Z*(B)J*=9;G=tb_!
z*6!~FalYb5+TkkR44oa<CT^AOStV%HZB;MyrV<ipceb%N4Y+w%H9Ms>cHKnZO-y8r
zaio58uD>*9AwX-acTe$ym{?;XB3OE^$`jAyww1c;sx`6)&FkR!p|s^L+uE{4){ke$
zc<k`<&h|oPv5>~EWxWE4_S=E8Tt~h{q6(f{BfLOr`(_u?CF0Qo&6y|ry{PX44aFS`
zx~U#4#Er;{L0&qtdtG=$AV_OaqmS&{9}XG9JE{S|A#>ecH?0cqXr;NW>J(^?K4PHV
zJW}NJ^z&l81nLF7)(EM$iZuitYt4p^Xr3f51GQ%BBdMui+Ky6HNg4}Aom}I1M*3RA
z_o(e&Pa<E2U?0MH?)&J4dmS^~f9u>0m-dnWK;|NqwDJH6ezy7m)fZgm@)X9mnRY-W
zr>;om4qIgIl=3D<R^eAlY0*+SBt%b}jpF;>Hrs|(Af+^=+XhG}B^T?uoDeLbZI$o`
z#gzV-CUg23Q`&=%{y>OzwfRsOC9N^e8$gAs5L$ser>+#Xkibkw#I}+JYBsAABxt(Q
zAVEzG$VKS7)=UJN&Az-h!whMxsiUIx1>EeyC;P~+&FM45#)I}A7--l=u4?0m6L}wK
zB7#U|;(X5EbNd`E8MlOW+$(w^ES^U&YwAbx_pbK1x>VBAk<y<!;C_1mYo>75_#0lp
z@wW(y<3B@C9RG%(IQ~-v^|<M80`w1g!Q;rkxA|Y>1&>Gkdq4kkya2=!e~<c`7qD}1
z{5N<(Uo_B;R&n>@J$SOI^Qog9?DDZO`*UOG%}HHa#6;njfN+K&O8v<={nG5a?+?OD
zq_V=L!ekP@Ci{9woG@x9N4^Qw33;r7=7zTV)|Rjt3;l}gM_$n8^WPQDn*I>Z(Emm_
z6aOuo-TYZNYx;jPFE9jnLG*v07n}gR;Kx7X1>gS}FHru6ya4x~@q&{7U+{v!uzzIX
z+41&gl8UH-((7Wmfb_ZnAieG_b5P8CKr@q^E(WF7QQB)@OreEBqr%03p?uI?d2haj
z3Qp&T9tS)Xd@5CD+eZYIqt0pk-glG+k6A)+8v_w1JLBwW5Q36|8|#A9)>ATbrVBwe
z<cco?N+S2rS_)6xm_6R4!IA*JS>B^>hV<y05kC56KL3SphR|}E4=84kOQbhsEa*#F
zH)%4l@1g+RO!ky-K%QCnjBoU?pLOE$wLt$+#WW9z`*bXGVAL`t!~QVFj~=Og+`vUU
zrF97T9i1`UAOa9A$c#!+aqWzCn?i@mOb4EJfu53QmZhNEcV7k`s~tqo&gUtM8IlSh
zp0tOdr4!%+<!D+9JrFO3O$<9IeZ>q}NDxoD!XVONap5wCZX3#3g_M%f)qwCiw2r%I
zhH)UguC--tx__lG%>HgTwH-0Ctoyp3I-6#fk|q;)0H6SSBmfTb*?*uIlMR4yLGdN<
zy7&?>&t?+r5Z|h^>*9^JYmJLwPv9SHVoKgwT2O>rAYIyrW#6;0VThdv-88HN!kh(t
zxCQd1{UC4#<B`uNh(YTv%^O`wVDQ^z^Mr34T5x=8M~^mcpduY}YSw#O-$IL4n@=#C
z6w=53d})4{O6M8l5UVKK0{S}R=LV%T%MTpM*E^<nmt(fYQ^h-zdwHdm@o$nd-Coab
zTy=UDN1nG6=uUGu)|Da+YKxgfd*jCwy_$&MlOHZGYc&1r$;q0Wd*g;9&V?n~Ka-zc
zm=}c>VNSftsd^fk&^!IfQU6O*vl0Yq@zF6l3AJ*uRA-IZn~qsoFAd#(&QRh`Oa>pg
zn6ACo9v>+bZF-um2?*ntcPgLwVV-9ms5x>LN_>Ju?vUwmetmON7;HpP5m5PXT0|_o
z_JN~PB%_mc;52+ezz9BRp_)!>!*_RLaq6!1+3<=T!3QU*msoI3dOF&P@*`OAm@^L<
zTK^`T`P97ytNtyVjmz5-!2ZynI>9q?JHC-GSNFf%hz*UQMHad?Hvk`h6wZ{ln)RBl
zXMGgf*s$C0bfD5skj==S$Vt1SH9QrnM<-QpS!L06JEh8d1O`heKl%XUY^<-Np^>*u
zor_LA{(JS2RCug(T+Yt(nWSSmC`Y)#mVD<4s^GU8DE-Qf>CLes@4oPiwN_9UI}cEK
z(q(@^z9IhLei?ejd)o(6&Rlz+3Jf<;(xI6Fg=VgEc$R849$1h-;2c!SfhXUfDe7>#
zC9{QC^!wXDmE<p)u@>8AN_2f0)kI#)Xyr6`{g_La;_5Tv6O<8^A{0&;gdA`qJ*A1Z
z2$vhI<iTEc>`<2<vryyS(d%x7rn^Fif{?)y-<w&B8vk<RuqX<PTSaOsX52G!MN(g`
zZ+t>Rw19Jl4sy=yJ_PG>1J2necagmlB_6T|8Ezjhm8e~5U&<;7FZUyfH*#zEKa!lk
z_{XW3E%xi3%JE-(p^<!)&h&muXJtR7GeST*+lb~$cZn^ClhQ_c$;eB~W<<=PkB)iB
zkJ1gV9=$Ot*+>#au+pK5z{Rs2OZE_B+rQtwL_i<Hk!L4!kz^E8VRZY7RA@81ZIO%D
zR*riG&q{mUvz_zR0^zh?q0!hm7;l=WYXPpokIk^*YNO^KGB}8X!Z;sS4B3bIKMxcf
z=yDZqx^Cezg~pvShifyqXp%~YN9mttJh|@nEWQkK%Wqoqw)uk^Xo9GLga_iC5;&4C
znU;vpTI%RDewF9Q;-pR#Oj_tO@uNRe1NHxs8oZ*xQDAW7A$s>J6rH5ih7^W1WYt&R
zHzJc_uwG%^rsG_T)~MHeu!>n$LkV*OACq@#+izZuYr`(Yj5xY|;LLiCf$Jll#Q7$9
z3RPyXpWc6|onide&Z79P?lbwVreUV_23NacQUi16sH_=w780~e1RcGVb@8&~n;acA
zsyx~RYL@jB&b*&n3_(Hm!b_LwZlMOLCMQ{cbm63V%8A&4dI&a}xs;kt*I~B&8yoll
znR6xv7X~<VELTdaG(3A%mfqL5qR3@*LLD*lbl`KUFr3e-?xQDyARx{Bm}-iORvhw=
zwWgn01efCDX*@K@yw4YAXMl!A@#Tj(r9Knz{}VRYQh^}*f&xq3&UCqag=t!f<R;oH
z=CG&myiGU><eh~*{gZbF^=I#lDgO`etPmFDoh|FwYKY+@njO5nK%CPx_sj9~-v4^P
zhRN&7I))XJ)(W1!lR|4$UnS6-6i!X;f@)0q<Imh66~ql7LfUtL@VROl5H~mlaf4#$
z_rJIS9*7%kBDOjw+f1ZQCh*#quFfhNQPKhbd|ODmb|Nhqm;;|KZG!5WxgA-vA48<H
z7E*{$h5b^eMExRCVS!3z>nAv%iesC^rS*NN^(RS_qJ0Dh=a1kZ^l!mI4O-E}`NAOp
z4!#f;lxLpSrT?gS;JN|Q=gR8+@s`SdrOz2u9;{h<^yJ_!O%41s&&Ge6XQhC7X8(tI
zW}uy6bP_`%{Vc*h1OpaxZ_Z}ou$pv<@H!$C5$x8~06eGr<xIupAS6_Mq9IB<d`)OM
z4x2m1+xWc^DK^_j^K1cRo>4uTXGK(B_4pV5gL!tp@)Bg8rH<E?Q{v5RWH7Dl2s5>I
zBYZ>b#D`vkqMoa@Ak19NHD}f3FVgyGE9clqEL)?7*xKa}sy8dK!zxV=moe9C>iJ$t
z%jT#nVy}#z$l`U}McRGa=xQ-Z3Hz34NaLZ>zonf5qG7x=QU0fS_N@dTp`CW3%o7u;
zK9irlryKowaKh90TncX}`$>~l`w_e+r{k7ZLx{qDn$NZ`=ke<72T+$l<e<^vksL6D
zl6!;^k_4VRi6su{Rv|bWvm&PcCI=@g;Ml*(!7BRNBRQzIa>Msk@c(S-B=JZNNc0x~
zazIP81tJH;qhLSDLBqjw`Q%Ty1KV?^Rp&xc_~kBoU)nKTw-aaC2`wR_Ig!FkWNyi@
z1rQFwV*qmSBS0C};6|YeZIrR989WBp1&E(B>`p2Ln{z4D3*;I$XJ%LZaPwxV4aPdZ
zsr$?=F9CvlgvJM!6$B1ktDw{IZ@oLPanXxjZ;*(?zFqG;{WtS06fn;oaN1~MXFYQ`
zY{Pk~xSTy;nszI=(iA}TW_F>Drxrau)0YMl>}}&<EuWD=^=1oj?8XZ5agX(8Ew<YF
zq1Nu<kM(9%i2g5LX&{mT^=1uNK)snofUe~ZaV0}%p1x?izBI~lHe^yKJQ!(J{Z}(Y
z8*#|zkZ}ji=p@fJ1V@|d6g9ltt{;@hU^@TJJR`yH{Hu9p`DmW`1Lm1YPnl_rBMDik
z&hL6N=2!S{>8ZaZ@1(@K#)yS<Uw-!f;ElU!!nFMuKiAIVtJyIuK;zVI#7mq=NYrkp
zYuz&Jkn8t<vG>+-QSE)(HVBA-q#~enD@eDrgmia<fP{c_NJ&deOQX__0@5W&BOM|j
zB@NR3tQi@_eaYV3_kCT@``n+Ge^9n7X3zZAmtmcAoChLLSjD&A>>^DQ+m$!b4up0`
za^4H(%iS@F^sfQE*?UK9YT5N6&Vx9IZw@Z2msT3!aNqAxUV>4Yp)-jj8zgE$BeK9<
zioK_uo$5_hr#KLws>WlzaKC7HUQgT9&V&7$+Zp893lMpR3?a`hCBO(PqxMuMg2^){
zFnLA<!>_Ph?BpyEu-03iM`3q6j%2GnHz6}s0W~tT?!GiZbse%0b{Puk;oRQD<TA-a
zUvc-{G(!rGELJR_d~VN|BM&H_%Pn7s9Vs`#KMp)@3LY31bM+;M(elOZ*LucqpEoDM
zctk<qK1I<ya`aU?GwcmMiu}M0oNlA+`+}*F8@voz#gz{`4>L4Imaw-}s;lfBnTp=p
z5^>dt%foM5em3~-J@?(fr!qsSPb3VI8wgN#%^H-zFGuRIw{&E_Ns}62&sy<qzpZ}H
zxofOn!RhlIyXcC>z00wv38V%J^Rjvhx@28kNY{$JCQB?rhG4GYyS2BKsbS$^J*1KX
z)Mf_4Y6F1UEPZRlKwqhd(&|1)ZB`SuSGq(X&U;T5tTw~X3V!zmP@6T1JOb2abAZ|m
z3#>Mid%S+B66(58-&2!9k-3RPV?b?2|F8#^kh*oPi<2@1I^Y1FQlYaC3158ipl8Am
z8;A`i!LdQe>DWNW7ZMvxp2P+L;Mm|3S)Cg=HmLLc5gT;FNoir{43@~_5r3q(W^BKs
zU_H26Ash=d&mD$nl-^jS>P28+x?}kn!L#?Xh<Ty9Bo^z_vL^q+t7#kyBZaEM_)@)~
z=DE<@maLP3-QU%f0PKufmz*kunv)qYo8_l=ju?~Q5N-XD8UR4LV`ehPC1`VeoL&hf
zuTY=1*~dmhIZtR4Ruy`(hx;@M=klYs*%IPHwURj6Uj;OUi3GP&2Y<hM1TvewUrnWZ
z4@wPQfKvmLEJ$h~lpzXE4X732le7pT_2!wAn>z8#sRTNVG+#aM5!=M9TBKLL%v#&S
zn*p0s1EJ1HG_Dm2fQsj^fhu9~OApLtBP|+hSoyeGJmY<hH@fPk@@f)FxjM}5+F=1U
zxpXmsmk*yXgk9%#dLw)qI)h?~g$@5}W)M<;S@4Ek#5fy*VyY7Da<i}9i0PL=%K1rm
z{I-pITgBfK1KVEcmUo5l2gOq4<yk$@QvlV@btq-#eIXD>#S3n6djRjQdncuBX6uC;
zz?@aWHrca#X6fDG!hAB?m7qG}_LDh#>bjqH&jOVcM|fMjFN$<V<}v~YF{pOVaizsV
zwoSa1q7?0|Ak{orYo?2$XveGm&TM6uuFBRy$n%wvppH#BJHu1v&UdZ$G4r-D+^CKb
z#;R%`ZwTQrI1wvWa+M?6KN}aZ?U#CT=l=5~f~thFzT)}SisNrZ5ajIPl`<iIXr&XY
znULCJI-Pcq)vQ$C$tYtOWHnpVDr0ujQJ=aEvYPDyRx=DxV$e-*n?X<^+3fr0#31B#
z(6)Z%!npSKYn_&Kw^x};4-bzhLVO<gWPnTO&}1q{=Mpv_V3HalHRVmdeWBg?IT6La
z-y{}=^|NucQqJ))esMdAz)tldNNVPSeHX=;{~Bcrk~^1l1&^c&!bg4W4l<MBt+ys+
z^N*r5eI{Qgg#04T3L(VV_}ooDJ(Tdd#je@6UK8uV*It7IgDFs8pl~WMnA@DXPP8U_
z5Qm$Zux@JHL)HiCoFmbliM?+7!)cb8fFwY}k>rMFSUk0w{~Qk7IoI%|0v6mk=OP1i
z&f#lRivgW;ZXl;wjS|RdMyUG3X(sD?CBZ)w(HC%<Rf|jA5O|Bsk7-vtWfJ7~Atj;X
z34UZfNdj5Lvv;{lQ+Z`Kt#^Mo%}mL4>(J~#PBTZ&%RxZrTwlj@5WeHA<ClJ*a}M>s
zMudqukI{&#c@J7p+2F>$Gfx~>Sjl{gwz<P1jF|OKe7UxOEIFo6=yJCd*6Qv?eI?A-
zW5id9fv%zB$InHMuX+t()zxszv@l2^`Be`*gNdSUWw^m0!n8(E>43@z!`w>foq|g&
z86Bl*#?p$tSYGE!bpU?};g~S~2XI#ZnZnv@&;L06^&fyU8{5lQPJlBJ5OC)A12}`R
zfE8`9ms&MJJ<vVy4_*ttp}AQaum%<D$0mU>ep!kC&;{<;)$QXId_Qru)p-8oFO#*X
zlQ;b@&(0`*gsZ?zY^WPU^*@$zjXZ{z%R}r!sSTOAWFNqN<;YdV;lp}();82}y4v-(
z99oY!yA~;77Kkd51}R(uH)$mIgb(TM37A_Ry4y_Q`rn$JXfAvkQ0f`hK$>z42fcT<
z?yTGRr$6@pKW8rfw;*Gzzkvy-kug>X*l?P5U_GH5AhZM9iRbArpZz~gE}S>LI87m(
z4bXs32#E=R@ZrzM7~APg=1(ssSd_&;2S5!hG%U<4bQ(a+An#zIPe`jQrE9FOXAOKW
zt8Zm)W2vWa1@Lp=r|EA18U_ZIvx16$13=>y(rH{zchzUb1rcx31FzW?W1;Nrt*gai
zPe*JiiEgu#!lZT04&UmK5Kh9=`$kB#;e60_|GIt;u{F}Tsu-&l3#<eZ?Bn%2oN<D?
z;pRd9Nt@m^FFsAZHxOub(BXd*sBgg3&;E^EhMO4Hx86Jbo=|8;h3)3$4<Z$q`_oL4
zK611?U)Q}Idu!P}+At5{mK$|KyqV!Qq&GxTIvy{ZNwoATmWPCy5gDiLc5GTcXo?^(
z+zFp&KweFxDAkJD3(wsMCarx}jg@sMrkn6aUf!wuOGtCGIevcd*ITiZY7fu2B-udu
z8RWJ8MV*0PT;R0;t+^BGjGmc=hK`k;osfkIq&uUdBLo;U8b&(cFaHVe8QbY{#NQAh
zwv#mPH|mTH6m5Ya8gnyiU@@_sz?i>ZG~it!|F`G7XuwB??DHRt{J@VGa-M%%<i~b;
z_CO*(R`&BFLROPPmPfff6T9KWd8AhuJ(QH@GvBJ_bt)M;=`~M_j;7`kVh}$;x^$IK
zG}N_`?A<ZRG2Q5TKO<q%JJx26(dXKFj(ZNN<!NcqUt;(D7e>mXb1vV=I!4J_{<^2O
zW5B4cUhS{ayi7n_it!{;G?Fy*!O-EdZs^^W<6N_554Go%R7ELCw~ouSTV2bKi^@rE
z>xa*Z*td3m(r7SSFk?erY@f@Y(wC3q)blUn$oMpdecyZ~Ala^jNB#98PT=$-Q`|X(
z#j(ESXZ7-c4XbT&Haso6vb6kxLxQs3ktx|8H-hc%q!G9tl7#eU52Ux)FVH6rtepZN
zqLs$i`uywT8fF2Z0O=$5+6>?31OWPe3Kxp}#RYW-{N#edrhZmWV#my&w|j1XqNF0h
zGgikznzfoQ+N368F9F<CB9=SdqClNwsCqb<7`lT*A(I&YTHF%&BZoB9$bf9GC~OL9
z1lR@(716^F{#=*~xgy@_7REE#AI|gDDNeDS<E&Qprbjk|xcDSQrYOM?Y`~XLG@x=)
z6c_U4q<j)+#dPvG7r|6y&VIT_^B3CmmkLa$^97tmWB1N=xOcwidUQ$@?AD$iTdol3
z07+knv<i+6sk-EhGzJ5O6&pfq1iCE$>_e2S%uUZbFd0|E`H1cS-H|;Zpv(^_kOWge
zK<VV)^iArQMRZ|4=+<rHQ<T<;k9gyIfLu%nzwvPI3n#j~x}g`rWy#b$#IezMaV^ZM
z`Y`d%<$J|pb5vA4!UR-3N{R+3fnT5*q8z4j3L`Q)Ng1armF9s$$#JI-+|A;CD-l5G
zhqbF&yV7hOvl4MY%IH<4v;qA4yp#TKsb5VP*4E7P(gN9XZ=!pWnQR~=DCfz?kg%5u
zDD0N9A3P~G0b><^LY#a7xNh=A2o=Q#?6n~}(`ika*!}77Q02~G54P2V23piWz*v=I
zR?jPHg`)-Hf(p>l;nya1-L+0aKajC17VV7CZ|O(q_x&Mecf@qF=(m>dQ=|X`6bd{^
z)8u0w0Rn5&!1slQWY+paRv32r&W-3(x!Kihuc1Mi-!$HG(@ExMiMp+KlKJiW>=&G5
zewJw4dMBCRG!baqvCpseA55Ps^E09Sr_68mx6Ci|N9I>@X6DEFU&{R2e$V`B>;I7X
z@!F`k@%isb+huX!Dv-)t^3^7<#~ZGyxbrny*fe?Z_`vvMm;DE!$Sd;EK&5ZNzM&~!
zQEah(tGY$y@P64?NisWU$E$7>xNpQd+gbip>vOxhwZ!`bultZ&9l}L);2YV#<soSb
z;N(XjQBuLGHH3OnCGZ`=e&_wz#2-5Qt;e6|>9b1W3f4sV@Q3bbby7&zDBDTcKGSe}
zO&#|44Z!jr^=m_IZ)4I;6Lp9}#YJubhADL*^2^km2#ET^`J74F4a(%}wa{SfO|L{D
z*xC8-2bzMaxio&D#LweL;up6j$$pafee^p?{02pcxtlteSQWkW(*nK@sLx+5Sdo2i
zm*?9F7^ZH&`Wk>ob-*MnrApqR2({B%%-)}Eyia3+TY-SVHhSm?7^YtG{4h-I;(-iP
z<h|XUo~mekMto0C0zaM&;iw_up_9OG1r+%8ilfz6vP&R-)xwpit(>NWBTHPzD*I~K
z#%tNMEIHM)o|>a5W+7I*^QfYc;LT_9SA1GunTeyX&7osF9TLX$^tBh<@yp`fsJk6g
zfi;I-;4dce;3&r8k_#yBiv#6-)$2gsS0D5=FrJYJt`FzluF2w*o~<TACYxgL@`1P&
zBa;HW)4oIMZU2g-a_7Y6ZbqRQwl#7&qKHybH*Nc9<3@h78cOOf&cv%&xt#4@Vb&t}
zIH0(X{$8`l3s=ALDckWCyQqfP9<;DZA#n!s#!hBpQi{W+sa3Z)>t~>}ud2SZu#6|a
zTD~cD0mh!w|GO-6-S<w4SR-8^?YoK6a~~%aNc-BjKRlPW%fp>s=X@;`z&Xu{te1mT
zksV6rO)|*&(Ve>>asDtFe}0*bP{QY^HwWH!aVSqLL5L1YEb)GIxHLRp$lVk-`!puo
zrfi=45}ScZ_cYylbY+5|_DtguEEcBN++AY@8{y*OSuak^t%{mVl6z(*ijAgP1d1TP
z)TojPnMb$SD9V+@NMg9)ypfO45-FwQVcL2hn;B^2%hW6mZ?r~ZCvj5sc#`Sse9@`3
zis$~gbe%p}j1$QZRx#Cl#HE>jnm3(?c0vF_1lQjE8o|x#tl$xs(UQX%ubc%PxF$-Q
zqHxnsoHY{259v5zQJm8x&3HCz4(~e;=A-6UM}7bVQ^*n}GQ*m^<@E1WJ?5d(D%gZ1
ze};WEw3LoD$jmdB;wHV`DA8K`)n`hyvxsrVVZ!11X!~tL&2_DGbVk<TtV)-Dc&c`L
zivD_0l8Q>Sv$9a@)vEBF7L@(Pn@QZR=nW?R()pxzfM2Q)TCzUd_2K3ORL4+~)Y7~$
z8=mpO4O@?!6(;cT{jSv4sC$WCV!^<m@^#c!AnwAm&S(#((9b?mW}+hyVdnjc>z;H8
z*9x_vgwD#j3lL4E==lt<qUby;x!RuBLe_!{5>1)s7>Uh7Ma}OQ<6oACp7}N{m}a){
z37d{1;*m}!XHwieEL1t~?^z#=4>;?K=6pHlFCe7_oyI}lioLvuns@otcf<tPPY=|q
z<Sc`rcsq09`y|plC?&%!DT(RIYufKg=x=r<S|6YSAB-J>diF{+XZ4WomR{eyzWDNZ
z(TH`{*4xJMm{-qDQW{C`%3*?{zOSID&k7Xv6?9oQ4cm&KW$2_B!&_dKR$7RtB#~!D
z#KgGUWhP()?^oEU?jf?87!}eW=a=E)#JOBuRpsL1qUaKm?Dt8uk|XVE*dXz976UK#
zwjFCOrv1Zr<OQl4V~0Hw>TPSGhzlI9`(6b5T7b@|^!T}$@7m!W`Vv$Q+Z+MKI(JpS
zA!XlAm7=&VmU*p<qLa|elx8~)l4jBXc1MK#T*;`#WltCPhAA?K$eTB3F&NRP2kk~P
z$Bc+UN#A!A=*{*zHc`KzLcNtJ1VjtQ52S8b#+W*c##=4ZG((9I#_5MQ(sGZil~#0+
z2{9Q56!!uBw(G9-WN}i@<>JeI)<sTTL#<(SqHFcZ*>dq1q#5QqQf!6oe0p_#J`bPz
zp{F1KN#7wH11RYun*1&469<yM&pI`Al7%__rAPx(LaA@_H1sT0BFn6QCVi76J3o>>
z3rosq`eS_rCwGa<x)~ab)engA-fsY+se9ONGMQS3)QCxtqz@Z0ikt$R^l`s8gstJ+
zym_mrzDryF{tg#w(^6bvgW<IfZ1FT2R~@r2M}i6>V-r5UI#uy9<V6G2^>{de_c1sZ
z@cA|axcP8tlIpOHKlcq}`$i<DXyFZ7F=Mx+4iH%gDpwfz2oAf&#-qTt?Q0MDz_C?o
zcNmKc3@4`;EeJGo%~x%{&5*qxTJ@Mkt#fk_I&6FTs(NTtLdN6u0v5E48TW#SwM5uM
zp9u}=haHp+dv&*AOPte(5L!V=-?N+Z+Nxv<=nIy}nSp70`haMPTu)A+?0EUm2@p+*
zUCp!0v`iXz_<)|=wqZJIZ`xloRBMO5k<6!n*&a80g-@P_^XS&+!yp?UKr|&sr2H5p
znp$2rv{xd3cPMHOh^7pzmiJI>2lT8slVNSqi6*bF&-4WZ7IcD=zJ5Lje;SnX$DL)@
zOg|>k+%E8-PYZHdF0DZu+4?q@e~C-k5CNR@QQt^Kv+9Jy3hqNx`I+=d*G3Y56+zHP
zq=gM=`^ullUW$iq3W%oGWqp~V;r+i<Zq{AenLoad$v)n1(PB`ZD!5vTb%Sx7FL8Em
zJjmG)3lL4gDx|M$kf6ukCm;8CS(8)LE5+!-l6BV)jndXeyXS-4Xq<cVBO70J`4rYZ
z_7^8fU(y|D<{*9gW`;rNG>mj0>2sgalDGLi>3a<%eJ?mydKC;S`}-=fbZ6W@?@Hn1
zR#%D{x-^D}Mu*ML>*POZH(Xz}nn|ABtwkF2Lt?XB3x&Td|10V1WqTQWFI`yzMF~z#
z!>;V}UV$3H%RWT{7`^gaZ81>q1a<DB<*7-}$jsj&ER3%98(b>pkf(a!km*II4E!9?
zH+G6qrB1gRzp|jS7bRx{#RcQE5+9=#N1p8_9Z|ldNr0}$xw*X1tbsV|>s*wTmTA=I
zp-(+gn-Q!vahXK?J&NF7&t`qosIV_u4F7auLj1SvFX|yn{tG1Y72Y}fWy`tdW-GZ4
z2dqbVJQ^mEN7xd8XNn!<nM#Fvr<nOz3G*gLw1Rn!fLpRo7kqpTOSj>3Nj<zf3}DTa
z@rc;g=fvT6qkv{=bKO5pSShlfh8mR)qp!9Sw<M-Qhof>x$9!JFruzfhND1a*cRd2<
z^%fxO^BKNdZyg@5FD8}PVWl{R9xGRByO&g*leJZ<U>#lBcmT=z<bkY@9LV}6i@mbU
zCkTstMD5*-4I<6rt>eOSIPV_PMdLlzSlMe&9yX7S&}dI-lK^R^;KhNQ%k`ILO4&Jk
z6Qr4v<OeiUA|-%kss^N)dTAPq1=392nN<su05nt5AkEZmmOwx=g^SwmaR;QCLYM8c
z+I$9o?H-_+ib3qT3DQj6(X;aPdK<^0_)f^i#G=2ZOHd<?Kk)4m9NrUq4vknpba+Q4
z#Fs4&D;UZ3##5>K%E`h@<K4DIhOI!@_w7g6=SwjO3j3z>GuH7RE4LYKXxL7u*5rjt
zq9x0OPD&EK&W+z7Z=JTbtWR^Qplr3sEULPj^=@`e;O-3K2u{qMWrIP=$MFl@eCwVf
zZ31vNkfhq7sBp69){9@Rd37rmOO6%0(C<D`<LV2+ONIi{zA1?)uL6{q;E`^{5^qh;
ziL6wWcUfG*-DdQiK-yPO#cNX*#1KFc7Vs<WD+SWNzh#7gv=3l}sQ-V;2+dtELT4~S
zoj(|%s6Q}5lmBf-X#2m<2+3S9LI5LFQs)XVLa32eJCwN9wXV_op7QC{JHdz?RQ;Xx
z?6y637!MF@$ahkaU3RSu4WX3cyR*p^x1%jkn47Q%6^p82S9zd>lLP{`VXL=lXdA0{
zu#X>2C^YH^zz>Qy7`@<qY(dt$qO^Jp?;9{4`tdE?7}fQ8F8l+!j)F%PW@cW>HEL@j
z)CY(8JLa2)yVZ0cXlMK?0PO^Qg0BUjojm&l%T4@oR-k<{Yu&5yehi+zHkYRz^nQbR
z!Ixc;<8+?OE3brNsOf^^^qx#|a;ii|qDNW0*s13Cyk(?Fx+CzeZ5%1oPzE11tDfe)
zuf6IF*^VO)36=`tRGCx6?%1GG@iR>qTuhOa)Nw1Ars^2kn#StbvO4bjvTn{D-kk1X
zhUxSB^GO)+RcYR?!U>GYu&zPOvd>WKpM2^yj<%_By+0-j7k)r3fQ+=pvsvQlbylSD
zTQYV!ZexQaYp3Hj_LF!G61TB~a;=l-L*MKn_>Me~C!CJX&Y2v5j|{n^{~t^az>gSm
zo_||%z<xRzf+PnQu+aZY<zg4G(ErQjVi&N`1uS#{3thlM7qHL;EOY@2UBE&Yu+Rl8
zbO8(f)Kp!-LKm>m1uS#{3!#Av#x7u?3s~p^7P^3ie%*0rKMer<&-s%7EwB*#X{*+6
z+ygrVariC0fJmo=esB-$C;pV*xd-sBkc8m8>BVVS>ugvEd_u^f&xD28PiHd!^B0qW
z0sJ(9cn>)nU28B@BxG*+82J7qsbFBB|Bu2#wIEo?8w?BG$88P7*d5Nkb#?d@ER+wx
zLXr|<VshVB`S_2jQIl<?RTR`7k>{_+zFcGCOE>0C&x$ABkr|48h!R%E?h%4z`nd&5
zJTe-pay`}hOHl-Yw}JFf7MypNMyPe|>u+~&X{jgEr3XJ`#M{?#HQiLQuTFj>BJCJd
zwV{!wkBWmq`nb3M0ZyzJRn!$ss;c)P5>*zDx7X;_53h`IaM|D;%s!c}mwX&xxJT?~
zk(=0Tdfcbzm?KAxfXr@PxC;~o@Et;To2zS`5vl>)&mTA;M!J(k?f)}Q2;h%SJ+RZ)
z3nSf0kawCBVgzus)0_|^-APs8Z`aF@T_KD5eAmm5BSZE%^LqJlLda%kT`!Dur>DTb
z;d=S;H2ux>LVtD(;J*Q`<C3gI@gPL|;_&>I4x0Pr5AXU}jJjzG`%t`-o=9J#o3q+P
z&f<M3R@FM{%wyM2nWuKS5e8|x-O`k;_pZgG1&SA|e7lcl1MsJnE+cNZ*%J~_V&6sT
zVsxBnH1GLr9!Xad<@Ye)68-}LnNOnh2!kBu*kTMcTN9tkAKZd@tjh0Ess>MJ?tE+*
zfBmj#hMUzL*%TX*>N3*#)e@3&r`zli#GbE9zK&jQ6?#Q5sltB7HNZ%Bx<2vur3RV8
zr$#d)-N`6E36>e@PGHZ!EVa{P_Pk5&G}QGsOYQW~J$tF0zOw%<OAYdK>WtA$&qntj
z9L<k|=#f0=(7d(}p5F?qjeadKscM4cWlOKNM2PW$&r9Ij$~;dtd2I%6g@@hBy)P=S
z-e%)iqeK%7w3h=Pi*>)R!5!*}Dr&A~U_n{QAf4pY;B2o{`zXOZp$kdL3@^==*%P`d
zfK=zYh19d>&u%;yscC%qo^dK?r70{dMTG{_LQ?SQ=A*~s@SVX$T4)t-e2x!3H4OUF
zvM?YYv3QblM#YKNe&{FdN8avA@BRia+QV(|=ZVWmf97DL|I=Wj|I1*b|Knf-?+Ted
z=Ui>zBSZH2&wY%65&VcD=lOSijDZnsT7w)F@-YThrZe9ifUeHp9BIKI0Fv9a4(L2Z
zVZ^m%)e0PU8`8+@^eL)b3($crsdXoj!7#rqi~c4)001Bdk3(IfGhMRGp2q<IB%YbD
zd_mTNLs@27*@Mw6pRAFAZF)6iYQ<wb#nHZ{lGS$G(lX~;MK8EabAJJl^+(2`cL|RE
z1%PzgISoKMH)sxwTHp_6tv_jQO{aEfykTRb_^O)TyQ+%S`%CrF#2tO9N7TZ4lMke{
zk8`(_a8q?vh;<Ek(m3^(`VJLZ)*Ao|8P%t4k^EKyDZRIzjXl^zM)(!}jgJrl)9BT^
zf9lP?dO|QpR`R<bVVb300I+p5vCVpV`6Dno8J6}7hAccqJsSL^9-~RqehSz=G6g>(
zuLu@W!2xt7Ey`?(a)~*H2+i*!zI95zsE<-i;a2mTN_h+7A!SwA038~s{)>AcbDEzx
zBOrE*Cxssbwkfxl#un#1S0N{T!TdR_W}Zz`=;t6CNjS-y&Osu^*6Xe3)&Fv#S=k48
z=CgAueuaDy;s@|ZDv*F|=+^n%Y|gEKQB9Q}*yDF;8@AtXh~kjk`Ebv}FXuX3hTyp#
zT`9+TN>3GXDCBV-2qs-cl$j$#iSZ6cdxYbew1MGsm0#M?@BU>XN`Q;}BN9o~ljE7o
z`{ITkO5roag=}iUDf4_d_9Tj)?HRwMuN+hdbQTQG3Omco5BD-x@e&?7+Kv?fFr-Qh
z_nvZ0RUw1bqYadh_iZHR5jo<{<T1BbDrEsL+NCk7EfE9Jr+J^ZAC`UGMg+WQtxxl&
z0B_nxWeV``vSU>HA_hSpzMv1)Cxp{Kg-xi)XH{wlj2LFVI`l;LgF65`8U^0>j_b{~
z{1_T`ha7B1L;F7U`Z+Sth#D5<sm^}8(YMoEhid!z@MqezfCfhw+y?hq3Kxe*q%XwG
zY;Ikaec8J644@wU0)5$hQ9Dr&_`4oJ>Cbd}WuQMB_RN2IBQNgCa`4mSDxtNd1*f2R
z+}tv@lCdvH|92&6eK5ZyX}Me1kj2qOBK;W{9yj@r`HZwO==jeU<iz-z7OnMpY<2fR
z)r-q9eUgwtkyF1j{a(?bB*%QY-<1b7&9Obxtlee#j?-=`PG(c;W693Nw0U{d#kCk`
zH9(S9dLl_f1|(_iN4-~lz>+k*qQ_-<e<w*R{1-_YvvT=TaO*7`VS4+)uk3VumeF`Q
zo!z7@?a{3521T%$t(UH<_BNHN^-ZJ``(g0HGU6<EZB0v{H*xAB=^xK3-S=*!Vu6&N
za&hVapJRCUqx6)!_b~ZX>8X>l#%Q#ZloF`)^fyVG#@|cQuKiJxcKe?sX_x+0lEws*
zq(%Kfl2&peNy|G+k~Sra1(Br9fhB2JfFv#LrzFj`J>#?_E$WYwH1eO4w9#>}B<=l~
zlC-Z7Nm?8rNvqa|NYa!}Bx&$JC21JHOVW_)r2Z;N>pYR9eLXEn6I)cjayy*{kfiB?
zBx(E*Nm@Brl1BSWlBP-bUy-DV{U%8x`x{AG=;0d<=2Mb1?thV_-TqCI7WEfNn%|*3
zK@cEGO9LcnTeE;9P41T@ZU0{+X&FBxX_9~>%@~lRaTg^I*|vk~P78iY(&7h=lmJPZ
z&tB;dNg7ah`a_cT<hJbUPFWys7wK~(ZUh$ZIO<9MH|1~x<^=(M&@I2$oob>Nsr*Hf
zW^_uD=IlJY2}sgPI!{Z|(Eln)TbPWj^Z_JkUucIM9+l;EZ)N|GqzOYLX_GJU_Uhk*
zBxxi+Bx#-0l@6&ONt#Kq21Jtf6zV~fi>m`fk{0_*l6Lr0l4f`!NmD(Mq~!&HBx&A#
zO(blF9^CKpvL>EpgWFD5bGd-F(*p5)X`e@$SFduyvIA|WQv{!*J&gPt<C=6n)jTEb
zgYvV2eTHb!27@+M*S0B>_ifNO2+ySco+rW=2BzveQIuBdlogoO?^5r^!>DJij5uOT
z!$rS}!iq1;5!S2uCZFP!@!icb^BUCRB^?|awz&5&L-!UP-ylb#;1=KCm%69@{b4FC
z2A4Bj+<Y{+?6e9ypoPjFLxAMTu3|I$B`B_ae0kP*loU3ZmSo?WMWF1IIigR`wSSFg
zW0u4K=1P$9ySnXq(*T96S^D=Lon}2b!|OLa41@0E`rQnBE3ROl6%^o4ONJBK;hY;G
z(!k#nZ#+WA_u3oiI{k<P?mA779=$F9;4N=CdLI{Q%S|g}@>*9-ehewH)V<L;>z%!=
zt+_doT|RGeA*#*!I0kWDf6C#Pm@{;fO(V(dxMm<p+SXCxGDMO#LVM7A{Gw8;=8zST
zq!IMrdJFUR>ucAzw*4K|#ANx&eN}otjS9GZl_eab=j3Ax0i<DcGvCN+$~d%&_8Ir!
zFv6myRE!_RiM8?OYmeDvx#amhwOcG{xd+?JiZn?{#?g{csYXs&(|$b+N;6%-vpt=i
zGOFCbRWUPpOD(Q^ugBThjoD4UO<iqi|2gjAZcqHkvktYvoAN#F%Y0b0QgxIcP<;v|
zZA3#}S9x(wG!zR5A}A5OSYsCQCBFioc~~D!%QHuL8zp)kRXkNJp`M7Fx4s{3oP%3h
z?*>$zDuJp_d2YsZSJ?(O>#NLnJD|5q$UN*g_z-++b=PLSKqaxZIa#~$Ac|}ehXu#?
zjcxk@v7hx+H{&&<C2c67442I!N;mJlUhHdfri8kb>alT9H`-L9cBeGaepa2zAWv-f
z#@PZ@r->45dUWw+2VU=;*0B`GoPB_*(_L`YX(71kRAe=K#BCnO`5Bu!uNQr9X;z*J
zIu(y#HAi8ZF<rPs-u?0C`S$Jj{%@gK@8MmE-mWd&MzV0Mjq8i{eS2T9r{C{|Q?K)a
zk=z?^V&?%<yM%=T67rP=oKj+1F1eAJ`;Q4_+hO#mCV3F{Q0vQ+KE}!TZUR-OX8X!T
zjFCD94sfu{y|r&eGl~1BZ_3{ySeX4KNwZryk)&mUBx!IzBxwsENt*DVBx!yBBuSHM
zp9_FU(pdjhlGgE8N!q}xw0gu1?fBm%X{MQ&h5fzvA8L6@)jm&pc2}?=45Q_`<`wLi
z4_@3>7Waq;2?=dx-=G=Mq28#3U+{uk?K}3lV_B0k5#GKf;XnR_mfE1kgS)e*7H_|U
z26531Ayay6PMDa(N4y4}*<H;rBhlc%R8b9sNP2O;Ce=T!j2$NI(>&VybOG~BE7En+
zKn%YXe?Emv#<;DzFTho&(sr;#m)fh-=iQp@`5Ab4-6kuB9b@Mnz+<|QI(*5<>Tt}-
za-wZ$gL&VY$ne?4De+H|wAQmFY1@C1q_Jeh|1L=@{wYbrEEp)CSI!}v&bU#hjW;wL
znX#mAT#(e^PLl02r`6GizHxOi-p;_q_GSJh(8m|x!Cj|L>5#5dZbgYKd}=)eR7vMO
zL{@B_78}ZLo-f=kgRX8@LT}3-&3*9em~V$0sw(A52Cm66^M&QD<;}yp!N-lqn`vt8
z-2|^hny`p{Hlvc-t|#@2zFW%VzYh;8JH0~3bagN3+Mv*$_$N@=DS6a}^h3qRPVEVM
zR^`Pb^ovC<E^8a#TDph5rlEyWI7*`?S;APw(^&5<DpY26lws@o6hG5&Wb^Rh-~GIZ
zDqXH09aQLVIycwj&@q2c#|m*kl3>HmrZ2(vIm)$x=rQf}+OURf(Rkx*(KgsJL!HmX
z7Mpi*AEHPjph~y5b?1ZySrta4y&<?<^eSh;xtdGSN291POC|jMZBW~(n+RYIMI}$d
z69c!MCS;<XYCBzkw4DYv7dyC9^CG;mtYRMW+*n0@m%!K)t=q!}w4Kfka%S?w-1$yG
zq`;-nX-`+ME>)hGL6=kTt%)s-fyGDpL93CTf{A>|Wkckv8of4mdLN8vcA@*E^}LJ0
zev)MOCMhFsn+BaDTgXh+8`H5DpXM=^WwH9|hS!(p&SHH;&+Hj;y?wM4P+~dE_3Cvc
zU#%1(4P0_bwtjXc@HwvCB_f-p*Q_cuX<@gxM<)eUyyY}D9;@VV1ydN)D-Cvhlz+ln
zFJ!c!9)<EUIJ!YxUb|qm07sk5gV}jlfw4+@xTSw?q_2~lXE`&N`JpgnO)RoU#atm>
zKhgRVwc+{xE`N%reN0(f?`9ti-<`o}3S;cYN|zjv@m_oQ;z`W3OhT=zaFG-o)|cy-
z2R`^KMaw2!-Wt?1vk_C2T47J`45p08=-5c;+y5|sWqM$Lx^&}Z*JM*r38rp4xbM^i
z+;=*NXqF-g^9JKBzea}ZZN*6I-FvOfL}G7)pWM#SeG!Hk=9a>GTZ~O_JT^(Q`K0i)
z;YZ==vgs0yJdfThIdI|Wwd>MbqItMR`)PBtxLByH<dIOBL!^{36|)4Xn6L&CJP1!Z
zc~S$fnhX*)f6c|frKoM$m>J^2Su=|bESK>sWAFBe0qW`HkBUNvQU+<5JVUbD!=eV*
zsed${22u4Xtpum~1PSZ&zK-Wr_|bTp^i(7LDMEuiJ<xc{z(w|>@ifVpD+vz)S3|pG
zXJRvP*&Y81L(qo!G`R5;n&Xb*r)Pmc<7w|}?3m(&asI9wIim2MQ1IR|)7m!hURnK1
zTm+2+G_;5lk5px%N0%k9YPDM}F=(ciX{2^~Xr{jGzoCfq3MGaMJ?l$?1{^2fDrxz*
zG`0vGKTzdqd0#G2d0M@el~c*kEy<iilZ|E_<O!Qw)`CkgnM58~Jgi&u(qs5-u|?}v
zo$Nc>wcY1K)z&6Zqop6^7T4O7HcJ-0?tY%I){|?BmK}45e<8Ev*d6G0gRU6eX~eWs
zQz_M;dr`ZHvYyzcf_6az9=@CcSxyL!Inz<Ff5nx5E#HLW-9Bnh(ldT}bGtG_E?KzR
zp}MsNrX12iM$}o7gw5g9dgKxgT=|7#9^hhxMm?t8=e3p%T@mts^|FiYxh_#Y{EKZL
zqq}@haH6f+Ulwz%#O87gy%|_$%b=j%2p|gXn_O?#LzO9*w>w<BUNBH&9q6TpLe}#k
zxzh+~bat#0?I_2gBirLuA*!>yV^`p3k8RUrpPtOSc@$|^kZ2VWuj$OQcNVi~$T}A$
z@^js3dm2_J$ra#ZH3#2k1>Grl332d=fgB2Ik@D(Ogv55i#Xc*G4L*g18Krm9TpvCy
zjXXRcM7|?sY;tqQcs&6Y+kWBmK1P_6G$MYj6}>EU)fM=K*}3LR!Nrp42OX(THS}}~
z)6?|geCAd?4H0N{auzVx6qGz9$E=0MCclKW+lznuy8HwMMLxL6&Hkym{F3_ew`9BA
zG!3qzTdQ4t3T0bcVZ}L{EXd30VG^!v8}%O;9kOz-ZbeEED5s3Bym%%P%8<dfVU6X&
z;oj*(u#7i;%=+!n^uQnXSV?@(kg}}`?ednNY@~zggM-Q&xTOzOA`3!9Qjm^6#ctCv
zh8y7QNQZkgA*^?|j@sgQIJ54UdmX!xOc0z%(vE*f($)wttrfEqeXJH!6%2Ne-6U2e
zZXJA|?dX8Y<#?kak-bbmfomK@pPyskiZK2MNt%B^D>iC=jBgLA`|!9>`dHrhF)A8P
zElH>mQk4>AuM_8vPMqGS@z0+T3*1V+hAHptyR41PcYb%(nU{bbuEptA=f!)4`s`Rs
z@yjab^gLIMxwZc@#aX04ABKA^HI7$SE^YaZ=~k|XxxD%bK&tDW1|WF^uEX3nN{FCO
z=r>>8%z(OHm0@bS-&hq47gi+$UGV9+;y^9!3Ii|ti&tG4-%zgT_K<K{_VTJeD*2e<
zHth5=;uzYp!F2Yl7~ss%iT+Qa6a8O8C;C5zPT*Z3H^t8z1N=2~`WZtA%h3}uodm(O
z!g36R%n+nfSdNj90g_e-%P|rDe9Xdf%s?;bk1Y20Kn(ndA&>3f7XzG5xgasX1<iOt
zGm@eJ4TKoK-S)pwpFIHX`0Ih5nNJvXLiPa-Ku&N$GhWb)7c}Dq&3HjGUeJseG~)%$
zctJB>(2N%};|0w)c%eSKP@i3>&yI9d`Lz2t!Y*jW3-#HB`s_k|W~r|O&}cttMn;Cy
zpXUFcQx^YAXhufx&40+v{NIon1_-Zk8ku1@ffgXh48w`)>Gy;Hyz9?{%Fz)*SO?ns
zKoari!~=X}$UbKyGvE_KHaioUVK|-1{OQG{r)QvHX8_Q&^Qq5%JWYQ?XED(KN7ZM+
zwa-0x0h)3BIy(n^6KO}fRgMkTjbg0X{w?W;)c9|cytoIdCRBxATce5*B8VIX^W39&
zQ7H6?yoM~*z+Uo7%grnE-wCgB3VdfDQ>Wl-MTU+M*D*sf3CVUBPZP!JSDlhKdE^-S
zl<@laumpOw$kzas=?Wut+8`O`(efk9Z3ZE@PgP-^-MKM2g>W~055D;{wifL>Cd=hA
z8GrtEo66;tt5zdam3KEX5>Dh(lL>;9R34YZQVeqv&zb9oajyezv%bE1t<!cOt&V#z
zH*N<`#aedij64k-Ize9HpTaXn)>EyYr-f%=y%{4T4I?WMYB4e})6g>je*p{6fWQ1w
z+VPp0nS+FO(u7P9J(&<86Yw8?LQs-M)|Te-`u5g>4~?vi%nX0X)lN-_)A`!(m&!?o
z_Z!H_014cFfWM54Cz;z{E|t>=*g1nf@R1?U(Ak#?_=J$n&b(9@LC-5>tAER-0tq;O
zKC!=pzx1sCm*_H9au51~^d~v*y!Zj9*%ILkUk^mTuCYGXL7_MIZ^PRKH<hoL<%y{G
zU&`@OZYj~T06toYVdFq{JAstjnIWEHO@^0GjX28Uo8P#@Wv-B0IR~Fn+f9|jMQZs_
zxsd8rBd=FT6T>lg1mx(TIv)|+J~wp8BqWn!>3Z{o8Zk?Qhvtg-jmF0_Q~A&DIX`}O
zNO9y+oI0=`L2kap$<c7e;%7YF>H6CmV}wlJ)8m-&=TZj4<&2CcWZ&;=47@AkB|hgG
z10NZ(&)=-E(}VWxHFg@I{M$9g$U*~L$EPmaKbj~R!B5lQjAMGX|KvD+94vuY2O=2R
zKTwBx8Fjy98B)z6{FXYTfc1v-4Zqq0#Dvyc#;#~@8R)JCvyN2^8C`$P?$H7h+oCj@
zZt=isJR}Y4dOZwWQ%TwuB^zBx(%r9N4vWuZVgy7Bqy^Bw-I!=Yl~6<R{<hylK{`ra
z;29#fHchiyMHFzUIMVa^oo3yd#+Y1&sZ=Q{s9By_#HTcPLjk^JbL7`IZUm?`e5vJB
zU$esbsAX9yTFl8{-u{FkP%}_au=%VtcjjDU{L@@x{L5Tp`r}*!?+RHz=UsEBKLT*}
znggE@a_BSH9Miey+IiR9Kh8Dw|0p$E3tDpmEBlyE;wY&iCQOx}HTULyhL7wE+2p&V
zaMi6my(|i-Ep>%g%?%7+5w#!&MF?{T=9S5yM`Kdvf0QI#L-};{p%*^|PuOetS@if5
zin!bF1x7D5A9lT+)=sZ-b`vP*Q@s-aCw9q}e8k(*yFvA48nuEtF@1-1M6#0e&J)Bn
z7Yp*H?oS`S<;0q`)O<;KQZ#t)YLge|jK@)6K()q92Q(_2C9+f+H!s{7i;d~b0mt;G
z0r%@?^^XC^^v3}Q-W9SU&bipYM~3Y4H;e6D1CHsR1{@O|I}I?`fOjb88*t#K>F)*{
zE5m<qv2jVZA_9nZ#VplUG#57O@S}?UVgBUGXtfcK2gLaDbo|v>uF6_>k&5c++S)$l
z)6pUrqrOeZ+ZPNCi6TsHTM@5~^@<wmvA>akz=Yj2Wvod@p4<m5-h^MVDmS7K_JL6J
znn;b*-Hva#LNOniZjal(b$-02pL-mj>`$t2llb;mt?rzg^n}nAMo#M7S5X#A{p+vX
za`@gUi3THRHNdSSSCUYdPfKgS0zksR`!fg){Ohe6)0rcU=}#l==Vzl%-l{=99`*Z=
zQSh#i6?5KIcD|7YJ|X1LXO1-He;R53<yH2NBkf|9{mm+4K692a|7n&n|K-gZ^B-p!
zcvr|$IOi$@9~rXG*|Q9MLda%kud;ufWx#J+;9s)NIm^IL)5R?N@6IyjGiMp|pJo~J
zU*4Xv{PFD>cvr|$IPWSu-z)>45OU}<R~gGc&a(gND!Z6v|C67XEN9L#mOsrhmcPt0
zmOsui@UD=haL!c*J~CvVvu7Fjgpke7US<C@%jj9y|4XwB{51XTEMxr-zAw`cszrGQ
z`X%7-Iae`!%Z=>FEMIbR$7I$`-UniI&@UnzR=%TRB5Jmg$2L#3cPumetz#r_xvlS%
zCE`LmAY5uW5GAd6@N|zMkYWv;&%IcnZS}3(l&Bf6o#zb~({f`baUNIR%pF?_Owwm*
z(B+@*w}!yHizLJ8ye^v57*oZvnB3_qLe&54R;7H9pj@%h{_f?gz;B#wwR~uHdz!F%
zp#q+p@5a3o_`^_}wmDkQcyq>b=0Icl(?DbS%RpoO<3I!N3Rw^5U25kWXy6k<4t?fQ
z1K*#7Z1u-`9RJm&_KySYVyXSpQe!=Hs<HlQs<HlMs<HlYs)2Wfywc}fYTzS7_5n?`
z{}7u2e#DUT0BaRot^}G_LO|~F^Fm@EWPn_0LX3ov8`HExOoZTHF@WuV|ILT>^caP(
z8LZ6buV}IYRW#-DOzege=aF7v^iWco&wQ(z*QsRaq}MzxI+~hGh(Y`W>C#m`(NLhG
z>D@8OG2Q5TKO<ohP|>6@`dnMjanB*OJS`3SOYFY?!U%9b_wtRbW0b7ruX}1c28`<J
z)&45Y%LKH)Dw+<Lbwls29REv2Q~B}fiYAQ)vjsCY<i+;6{3(6;NKQTfGLDQ-W7zl2
zR|1mlN_f;?FX9AFKQhIgLs%T^TYgqAPc0_Uwm2J}mR(s|{=gwY+3(1dY>ykkc6ZVU
zT(m?&+U{ZZ3HxsH8k4seP{ou&ugX7ZBp%mw($=)n_*$QTeO$vVAhgT=rrhgawM^f8
z+g~l8Y##aPXSq}NskWx6pKVRpF*E4xp4*=&sYvjQ)p3w!t>%k1sfpN2K%GpMJKdta
zhE$>I;fg6d_eAa>QOG35zZSOy{>UK>H8LRED+-%}8UeP!LPhlOgZ~Y#xJzW}+4Kj#
zfL!r>rA3@y&)4L{c8;@J*_$5O03}Q$M5ZXg5p2MhP&5{wCQ)3-mj_pX7AG<gA>!om
zTg6f&+6f@>7j&e^{2a|tpu=UJ?{H)HOg)9guKWw4LISFd`t=~*`JU@=N)+tYo*!GT
z5a?Jk_=HHS;OLO5OU_7RFi=>rA;d<Y%ks}YM9IqB^t=O;aV4CO=nl}u)Dwbn>Fys3
znZ$4zuJ8dRPQUt_^vfc;Fdua5w(%)S>%>RA@jXB;CWPO3xc7w<U0&VLi{P?kY98X)
zC{W9USydk<-no3QIBbrJsz;cBsz*uD044AXG((ibR8C<;Mkgubbfwa~6NARM(+BQm
zale&_{RDBWUCr8+X6u-hhyzkauPUVt;NRz+^m&@w3Vz}lHDOp=GtWy4WXrvY?n!2{
zt-k)kob%*kNZ3mS6n0D551v3}Q!^5OLY#cTgh-{y_ZJ~l6d$nHhUiSEHDzM=r^7>)
zJA*ygRu39zQ3C}mn{&+Sc}1;ov{sS$ND9!=;nya1-GR0ygrv5E_jJts(y?fYJzpcP
z)gFe@_6|^1RaH(7Hcw>wTOBUN*PsODHGF@F*&Q+6Ec&hG`xNPN%U&q(Bu$f#c?1Zo
zO#|N-8j@M-4_RT@={q-~PvvG;v%Q8^>lMJB##?T>A#!M9Odeo~x~=E``iPksQ)t&`
zzhD}8)W$RcmT230tznJ>y+OC8i9p+qeSWq7V4C~M>w5t+E5@v!YOaSqd{0TzV_N~-
ztFNTKR-BGM{L=3u%dN4`CbSyJbZtz6*G8{T(|vd^n_v>b8oM`daJb!Lkv)(--@iDU
zTNq^?o9y^#cxI>0B{OKV248cq#HJ({wN+h6KhzB`icqyLYEh~^Kd;Q-g9|59Z0f!v
zjxalxVDnIVVrE+KwLl}HuWSnI&!d|LQ*5+5$}41HFtS(It`pypYZI+|XJ}qKEa9rG
z+06F5w*CgKJHm_l#YfJO<T7TB6_4==qIhjo-1z+Wr0udea1}^pF8OMc*W(RWRowX+
zEo_>+czj^|vCIC0P~;W)Xd#D$f_+0%zM|M-{Z@60%HjR8v65tV&W=~zC~)71b+)to
zsn+Lqb!&<D310Uhw>pH2=)gC!eal1A6u`-kK%%6ARci?Kq)OmBg8k0>v57x)_FIoX
z&(mj>#1*WG^5GBN(dwj-u2Hs=uzjZC_L@5E?;C*SKkC<p+TO;bn<nZIg^G*ZB2Ph7
zFTGBZsW}l4^@Z~}ld>C>$=7S4!PuK#i9)cm^WP6N1yyrt{NApL26%{tznQ-^6t^bH
zZiCQTnQqtj(a%yDy;-g-aZrSqyQzbTRnbd7E#T{b`ux>`71{T8dA^;a!GpJ7eGR~)
zI$#o(QYG(DgxYB>X7A57-lws^tw6wF8$EOkZ-;%!Gw^yKfRkt!FPR0eh`hJE(^D0V
z&xr5o__cg0+~ylR8^TdT!b22+g#zTZNh_=fosGTXX!Vus5{O^5a3yLhrzzpc64$ZH
zz8bdiS~e|9PW7y(<|v9;h!yWVs%Rv5^O^h=pVn7q;^=F0=on9jgfTsR?FD!IvUoS@
zZpTz$&7l|gi%C2<im|xlA|JdU7DrJ8<66D`z+AFE=xJa)BN1F5&b?ie#VI{oO@vG~
z#o*-waVth91$d`@ht%8t6-njJiOt=NLNjb@<Z?t2rKE1!_R+?T{AM+j)L)#5SFv(A
z+r7f9MeuPZY89^1-)k0m;p$gDWjnrN7u68kgBDgPB+fwI*vU*xN^!U}wdxjU{S4Ps
zeY&c?w6KgPzgoU2bpghn)Bn3HbKUn&idZAvie2%WC_VRaQYUm-+PFVFm$%EqonGgB
zEfl~x&55j+gH@3oO6E;6$obKoyC8A?Fd2V-nT=4w=cqRa-ga>)Pb@)*4oWQXes#Ds
zJYUG&6gT@cCflZLp8OJ<fl2o?-FkFof}r+H;}I+trr6wFV+9+)Ek5hTiMdr#lSy*V
z%tW!#REt1S8(nR4RLO+Qqg!kg<w{~CF<fxo$VX_2l+y7qZM~1p3^ej(Y8Hn#TBEU(
zIH`I($@F!;=+s)pbAMdAP9H4BiR1^Xm})-a(o8?io6bW!A%Gx)Ywv!I;AVAJ@QBN3
z$>EGw&VmkH6Qxa2xalX(8VTfwbeym#&S{cnJexI#_nimxQS+-KKlqT{LzXC!8P@DA
zr+=^NF%Oki!6qbGZeycd<Xp}3u7;M<u?CrW=2G0G*Bd2TYrpzTiFOt-&NxgsTpw+}
zZK%1fm5$EH8k|+>(hpD7Zcou)FG^BTiFQ^NYQ0(&zSDxTzj!l=+ZDaR#9um})Xu-g
zwhvmeKHK%-<^)v7P?FTryfGV|@xcvSkDC=H@bLYv)YqtciC$vCz@YMV)K(zw!n4k3
z52w)2K2c_(BM@Qc{fg_JbP3lAwV{O0%DIb*gC#}JXLuDw=UK_s_PiFd7F;Yu^AF}Z
zMq;y2QS<x7_?P9OXTD7frkO2#!lvVhc%+lbnG`n<3sugmEQE(*xXinSGNNhZ@dn0c
zsq1L+Ml|QkIe!5uE$B23@>cBSMbx~@uf8KDz<zq5UL|K41jXB#3*RS^=0PbLZb?Z@
zS6<V8PeOmQE7AG@^>EH@2<q7@)tuEsx?6gE^ZMe;<3%IZSzB)#$75bSH%VzEy(@?L
zC6i?GtC)!Q8>>VyeT;%G>!x8_5wr}Q6k~YH%hE~<5tStJtcaKxce~64Y~cM08`V8T
zRuiK_8sz*kT%0(UtE;M9TwD}gLX!PHiB@u?T@4!~e$Hax#oo4K&Be5T_>R0lRb%Y1
zM?$@AEfjHq!*$<_U|*{c6{+<2xtQ<T;U4-DR1Vu50mV9ZRlgx+-%gdHxGt7?t&5_Q
z(94u&I}Va&(g1cxg#28|sKsSZ7x#uKGKa{UH)k;z(WnRQMl;8Zh{p)_0>7g`Z?@O5
ziTVW<>a9c}AX+efAa%ns#?)an-fEeq8A^;WPCvYnmV0Eaw4#Gdh{-shxL-vq?7C|`
zS)9~!x%hIQb&*roP-_^S=o(PQD;JMJnqjUZ#a7tPr&rhK^YE!3dI~}v-sM9$hLK`p
z0;0)OBPLDmEVW1rNt-ev@pp<SpLJ^LBnxx;OOXbogi_z;Y3Nz1M3z}=3RuZqk70CO
zn<UveD049Gr?9Z3jHW-<M{shNxU8F@!C3u(81MZ?n}F&)Y&V%qtwU<Wq-1WE#)j*+
ze6bOu$SK_5torr2-y6c#aBkkbRaD=lEq{N9i?wMfuCT%IS_igx8jY)t*_R_h1(C4{
zA77oScp37d0qS}@oWT1SoD2ATn*rQ>xHL(1*v6mx2C{u45>vGB2CbN}TT%yzECiJ+
z415HK-D2ZWVB7Y!hkW4JDz!U|#RZ0wQ;Ze_nz`nyHs5B*-Vd#M%%ax0IS3uLJ$+R@
zG%6wE@p=IZTE>ifLBv`j?4i$uhV;V@%7(qV+ps0h=|c#ubVU`Hp52_+RwYwFU$8{Z
z3{2b8kM4;h*OOByJ6=9?>hdlVyP9X0X_++c@Bux!ZNqfb-n74Fs1_)~O6F6*Y>%70
z!Y5C|d35XZVUUf_{GNgwk@Dl-@Rcje>xTA9<nIne&Bwpl8CWgvq1X=SS#c)A+M*Lp
zUSFT-3kWRe)ahfX?&ovxr$H%y+*x+b^kWju?E(+_v>>PD(i*gpt#5Prm$;M-5j=0J
zDx*-}NJX>igu@E%LsT)DCn}_^OVbvVu8k!ADuSSoNDCX#_LV=8y%Z1K6fLA|UDlT=
z8s7g)<!0Tbo%!SYnC#>I7A*$lse-GeST`8Q`4VU6#)F&<vEXcLU=`9=Hb~Ip?~{*v
zysXJ7>Xl-2VadAdhel~@quujCZZyul`H_vUx_k<2ANvc37eamw+aHqdKr;vF(>F5=
zLZ@M*-+QLwKBFaXQ=`X86hlB*^F;G;WxMrj4@909oGZNwhL!z&l~}qn?w@z1aB{0F
z#SC2<Lqwy)X6JSCAG8~;uUgF{&+gVD4f-LmS+0e`UzVStGl?V{Bx*q;>ScQwdoNvC
z0!0Z<O~bD2^Im}(!OK2H0vNsWTWv8=?*w)3qUEVc&&bT*A}oxq_8VL(=8&g);E?G>
zrwsfY(KmLAQKe3|8o#ojvlk_21H}d7v=Seq6-S=!CLK|}q)C9T$GN$@(5!(t>+4*U
zm6mDL=b=wMQJWF0HF23l{5^``Ue9KI)2Og7S`7bmVnY14>@VseOa2Qa^A+AX`(?|y
z=4LCo4hO79c{~~>kw@4P993xS+10T6sZj3}GaoBq-sFf@Fs~7COV;UvkFR0rHheCr
zhj)kJ{c9iMBI6OUt<Q<W??!`k5;xcV(}a~G`)R0A=`i|gD{)I=Ds(t1hjh&66>Pdc
zppBGZE_T-=a9(ejH7M~JzFTh{9<MJZmDpjWIEEf8S8BVLRGpKxRjObeUD|kXITkg6
z)IecgUQa=nyo(EIve+xje1fpZN7UZU*dWp@-a0NUhx6_sT{PZfjg`Ij<YDvJ2#xlX
zHi=#4v>15t`N?8eI_M>3VqF+$tPN%7>`fZZG&)IsIi*99lD)`^nx#wO+%HXIu|8f3
zr@J$&7AElk^;mj=oiXq>OCU^LAuejW#~r35;$w8#KC8`V@Yn7gzuk{P?78Xh5@2;l
z&&t>9Z5)f@J0Tkri~gD}L5(#2z_&|qcu(v(G-CbG;T@F_U$!``U?kTYPo?TBCkro)
zciR#fw!%qieajgvk;fzUrI<9f-%*&(&sfKQtlVa_p<z3rT9X$piIyxAIw?u`IyZiU
zymi{zvOdkJg0j^jv#9EB*1Op?fx9z^BRDa4mJJ3eAIC3r^R0V|v<bl7K$2>QqQc3Z
zTQ7dO=GCoOEIC%}LcjY&jjJyNFB!@lA7@G;%Buh+CU~S<vBX=Gb0RBM<y{t+aJLzK
zCtE^XK^3n}Sr9`2MOZ*9b@2DANB3Sj-zi;9r7P{wtf&kB&YACnZ<VE1=;+wV=j<Yo
zA#Rhhoy|?H2v1qfP2Kcnz!RUxwju}3L~{M6LY!u1-l~3Zt)j&>o12soNtpAZhhhbV
zuUp4dauHNgoCCx}FvH@qqhYUCim24#z>L9eijpr1$iMQrLGA*#)v)x$*2Kgvc@HO;
zL-4i84GKm+X#Kp6me69?1ecB{TNZk{2uUv`p1o*x`W?*3_eOp}y?m$k2}ZVfp62H;
z^p)bF(pwSf!SIfBJu8DFEv_sKYS%}+ywNP*Ieg#a@X^nnC)O5gdGcm&{;+nVYc2h%
z@7rtXqJrT=pEWVU^N=EF-LYxCEo{V7(@1k~4a=F_lFxB^OXB_tY4HZn=c754Z|;PX
z4?5*tM0D}>(UM;2V&1ivU(twpd7Y%E|C;)h;S_~AH?;8@x=h^c<s^%~vdY=|o#AN}
zB3ub7#G;Y*(1|RET#d$7`I6QRhptxnp5Z!UonE3M3f;buqAWLxD+vz`53i>&P@`|u
z56G1aE8-<=6C4_wqy@Z{lgL7%f{iC3a?i?TXli0h7kQP#f}KB;#FBIOb75t^{F2zy
zD%~yG(VM)iG~cf~J!O1!c-Kh>$&PJwu$Mly*G@C-p?o>M4M`GQz~hE5%&}nu5g9Q|
z_Xeq3@*m)>v^oyd)-H?Ghs*E<W@?6R?k7rfn#M{l9n~|XC!zI?#4oD^%kx<jTO4pm
zQXy=$0dIv2D~snW>T|Z7`u2`Hbw)V<4|{I{R%5rujT<6D$V{>&>}c3~*WR@$Lo#G2
zR6<c(?dD0lL6J;JWF88UIh8p=rc^?NS29ltDIr6m@w?Yr&#<?*&Uw%OJLi90-*t7)
zb-nh}?^)|vzkA(lt$VHYJnOeCsy;THGc4&w$o^}ir?{(+J=y7T%bV3jr?>4n*Z%f-
zmnqM72T!r<`{}+{Nc@8?-NSM=M3ol4E8QD)cxJ`3I{%o*y1Y5gg>hqU1_pnSJvFQR
zUD;(tgx79^kFO7xjp?^lBXB^-7gPHWg{M7leY~linK`MT*gP)mPHNJWSet~h#Hs65
z3|<{LVcoH)(4lHtg+qpH<B}G^@lUp7W$AP`am;j+bzb;gO+9>SLHci7T^p<Ufwg+Q
zMow6syZPyk)|a1N9NfJ1%VCw5v)^iLSvJ1hA;xBje&*FGY1pZZ{YSeDxss~w_$V$;
zr?jMJv1FLZn^~EYW_}DCyQrXGPrlKvze3Jcx)^A5Nk6wRetFA+B0fjsRUg~ovBSeY
z?D`mLf48i)Nnp^{W0z_V_;_8KvV3@{Oa7P2TK}JuUnUP-e(BxGjyivR4zav?c*1rY
z^|17IBX?yKXLYPpEw3N?W3i}i?6UfygK7=Bx;nOLS#7R;%S2bJZf-kOhf_MYX5P^H
zE3*DW-om(E6I0tS;^tm0S`k|E&NVgW>gAy|XEP%*HkNnXCi}%zzj8Gqu6l*d;VZw^
zs|*|Z@NSkkIDd#ijY`I#Uxzv@{w;HJYi76W{*gg5D&zcBh1YvNo{@S*seEL!@q5f;
zDwVGM%+Sxd@~daPd!cQPG)DRH<ZO>kqkQ}aKKNo+Ua!0==Jm!Kr(3-m+O^bFqlS0q
zq`SYbZ{*Aj`>z%{HMJ*x`Bk|6zQU_WZuaSQdk?)m>;6){TCYF!_=4R56&kON(#MWY
z`5u`wW_w?$lj(|(=GEDLCtv=ys6Wgc(G>6e#}Q3MR$Wf%L>rWEA9_Q#m(@k5feQrd
zR@)?2`jzdRHCHWm!@~Y=_QtJp@f76QcM~Pl3b$yq`Oz)-b>&vgjBkmKQ>N?e))lBf
zJ5=(k-wc7*(?<55j2hj0GNM<+<=?M0VwTLw>u1Id?mgk8^rHJe-4OV5@9BTEA%IIv
zm+il{Az&=Odrxf$@Wng>A=x>gU&u1EQGqW$cpPULykn03FLU-)fdi;`95)$kN$@yg
zj*Y7d$_sWXIPm6+p`jjpx?$s^!WC)Tc;Z`(6mBur6NyE}#_WyuT#oh}n~6*&hGGLf
zBO^n_TWs~L^*CdszOo=0$1Es7n=jTAi{Ydzu2d3)Q;($zI>s88g~zcTW2qwKgrLIm
zQDJ#{q?Gi(&OR!9coauu2;U9SzlD4u$6Li(MaYNk9tt79X@sPKuN0UxC_S5oAZ&Vs
zkTe3=rJ<jL?qbsrgruPnl7<hjgVSlyU2GbHkTf(x((vHzS~?B7i%mlil7>cb8lf28
z%B0hvyO=Z-LekI(Nn;GJyisZJU2GbH;4}<E(ip)DOmrG_7n_D4Bn^#_G$ME%g-(O+
zV$%?Wq@fX#MhGt#&}q<JY#M@)G&Dle7{V?wod(^-rXdJPLn9=OfzU{geG<BlO+{lQ
z9gRU76VRSTe$$>MFn|t(@;UOGL5#q~XaxVJ5d%JaNkSpyH-iY_{cRe-zZpaf?^e<X
z{!Jr>20{^yklzeq1O}nf7~<bFLO4+Ef#HU%KsXSD<%SW=fkGH=2q7E@!g9k1=0G6~
zH;iBo6vA*r2;o2wmK#Pe2MS@hA%yUu+A8LQ?m`IRKoFK2Mlc5oVYnfLa3BcF4I`KX
zg)rPOf;mtK!wn&X13_4B7{MGUgyDt|!iVZdFduXmLI?+fu-q_$IZz104IzXBL0E1W
z!5k=r;f4{+fkGH=2q7E@!g9k1=0G6~H-r#AR3C@=pt}%4I1q&8h7rtxLKtocAsh(8
za>EGbKp_k_j9?BF!f-<f;Xn|U8%8h(3Sqb*1oNT$U(5&Hg%HevLRfAXK^$m=;f4^*
zfkIer7(pCpgyDt}#DPW_ZV15~D1_yP5yXK;7;Xq5e5kPj@xgZ?gzzB<%MBx#4}~z?
z5JLD6gyn`2%!fi4ZWzIQD1_mL5W<HbEH{i`J`}=mLkQtRja!%xx(gwM13_4B7{MGU
zgyDt|!hs+xH;iBo6vA-B2<AW`3^#-j4g_JjVFYua5QZB<2p?)p#eC3R2q7E@!g9k1
z=0G6~H-r!l1Yx;h1aqJeh8spO2MS@hA%t)s2+Iv4m;;3{+z>+eP~$!3gYH5I;Xn|U
z8%8h(3Sqb*gm54T%MBx#1BEc$FoHQy2*V8_gabiXZWzHFD1_mL5W<IwMKB+97eWXJ
zg0S2$f;mtK!wn&X13_4B7{MGUgyDt}%z;7}ZU`Y92*Ps12<AW`3^#-jK6EU^vO^eQ
zL1QdGjA0%O#xO(}VM1dpM~q=E492j;7-qv@3{Qj+J~YNM#TaJ9U<_A;3E``Ep@Cdj
zi+&@34iIs8h%1som@6N~1oBl(auZMnpb+NDhoMgp+8F3L1{8S;VXgq7s8a}Y<--ss
z2yF(G8xHg^H+dr<goLy-ANC3mp)q9-#s(r|Hn0|n#R3SJ5r)f3VdOW9VcUs}4AH$*
zNG>v#Zw3s8orb}%Ef|bk(do!D=sc;XQ+Z<6OgeH!r^D<Rj9k$eDW_0w0%>G`CIpx}
zs$~&{;omGqN=-2GTMk1tO{K#=AYw7Xh@_*qGS4H7C=AuSd^%L$RG!!q<S@dPq@(P>
z<Vl74m>>DgmW5b?q@!%aqyxL~zzk3?)bt4RCs(X(Xq2u)+H&&O&_b|1*tGK3R9m2)
zgS`q*i0GW@TBdWBzoy!Rd|GTJIxX!5bXxgqs%^-nCDx(S(q2NRmA|Iih+JCQT1I5z
zPJD$50&#~4-iM~9l&8pthctq1gziE%pu7gB0mV-~stFnc3kd0J+5!xQ`IBc+o<QZu
zUeV0yG?Z81X8}tQoi{26>KdWJQ%x8@7F{tA+z+?o_KiVujbMDp2(0Ar@hT2J?;KWe
zz)nmikP6$0&XB#L?L;HQYNQy%G7N&PMiA1PXoS528{xLZAj}nQJqE$nBe@ZK(Fl7*
zTaQ7|P(qoA_y~=#SG2#-2yF$%de{!E?T964l(1(}`D?mu$)Tk0q3VU|ZSWPU75Qu0
zE^Jz2C;GXhmyttB4@BimEW)Dl*R+k~P;4bSXZRPE=2%qznzj{-qV-F3LOyaIo*r4I
zr2d5kz`rkG3iJ#(MgsWK7cF7hb8WQwkW4H#<ZvbPyrmq09=+H|7DoAKVU$lViW-td
zQFu?Ar?BLSGX>QEoaJaYsqSbO&mdW#)P*DQb>Z0hO6W^-51C}1hqp&yC}+APP%7ih
z3+0T5Z(^kZ+C~O?Vq^H?nX3bkvs8yO!9(UR@%3=#SOs{vdH4>~=II&n1;%1N=a2PN
zA$~m1kZ|I{kvT&ATmg^ILrb)<a@yD`FSeWhI0464o{upcyaQhZii`x*Qm;LC43yT*
zFF;$@fTzcUWh`!}!jdj11nUV==|w_AI30o*!ra5vRU1q#HiiOmr2$f3XQ^T;V?#Yd
zU<6O1Y=_FOt!vEV@%1=B1j>&Vju`?C)`o#%;juMfB@2~72<yxuj!g(uG>0?V+nb|p
zB;b?U_Lutkdn*=)&ok1)i)|<=P=|AjY@Ahesb3)~T#g?7KV(*VO`LDU*Au~M7t}Ms
zGo0ahd{_ntYZ(b3#1U|~JUs)r;)|gF1mgk7{}U7#8KK^iJ7gP-tcv#<{dq6W2tH^>
z8POmF0OTo#LZL_xmV3F|6pi=yHU5TcpBNCjcCZ4F0p3$2U@1Aq@Rf|n06t<Ak(*dk
zfeVYl@Cv4)O{OQG1F;!=?LcKg8x1NzfvcgsA&ma8s5}TpQ!ua*zGSUW-;0fAq=zmM
zNQ|a<B~b8Du!cY^hJx}9=ssf{c4{%W7+30pOe4R!VFWc|0GkZV{j7Bi_4tihr(xUB
zkEE?5*5fHyM}e{N-x<rh6mk>V{RFT@(qKl|I$}NJzgY*RL?D>CVe`Nu5HSz&7&~{5
zKq*J!?dPlDIOryrK%gZfayM%n>ervH^LNAG1t;cNxT*c=H41iNE1PMD@^<;7sWseY
zsiubRWxWQT@<&sndj#BqgvPiV#P&ctV7e$JhimB<$n@+Aj>G2(^+bknrVo{nH4Su<
zuo3o0t7^b7usz2-lj?#LtC?;DxC{C>tx4ftG1JQs8`5B-{=!;`uRs!620C|+&<F*3
zbO&S4HS?A@YlB;IxL%ak$hRr%HX=3=Ynp%VHQ+XK&qU@C7=SO!_s|MW1afW^+{VWZ
zQLZ`BJqR%moe?q*kV5Xr8bls!s5yaspsXUOaH{+L51a>VL=v(V`lrqVlX~Wvly&HG
zE0RLa1D^ahkZn|dvksz+44{}1WgQwMT`^q!i$=xcK`~);V_k<kTIM0~g|YqbJ&o8H
zHvO5qS&IntM6e6?M|09^V0c0cKXMPlO$z!gIWl}~2HFo$45R=;>%(O5Sj=|6aIT@e
zzwoiA(LF5m`E)0bEJAF_dXK1q<^;urTmL_}3+xJzgsgG?sk=Zo#XOTTjC|MmH^V3r
zM%@x^HQWZ+OE8Y25m7U2)HrnihD?RRCiz~2^fgdWylO$4hs%W3egT}x5;#QAPoXR2
z!{I+-n6xpeSldv)<c27Plq3vPd>%H9u|jpjY(tJc%$MlVR<U)UW(KA~Mx`wUu0iuv
zycc)FY;Q)4L01R4BHb{G^c7y#5E-KW7|IN1jM5ge=WgRnm-+`tWm4Zj83)W1;1>iZ
z_;3RKIAPj+p&leap-+IHwgCk9(8#!C(nJq`Os42SC6ui_cL>K^3THdQgh#@W1%lOO
zfga8hZ|_i!%)`ysqo1?HH<05(&lijkJu+Y5NCG*5?oy7J$MKg2I75jz&VIiAT+m#C
z1ECk1Uclsm8>|h-N<t!UQWQkgP>%=iz{tJ4!j=pAWCNZt?qa!oREd8#40JLgF&x@r
zD2AyKqQF7(Ix>;-!G>|wMspzn9Ad`x^Y-@BhUPDZ@s}H-4KqsU#KA5w0YruOkp{Z^
zx%heexrK6Eq%voiM&X;`&_AxnJh;gNdN4Ezl==DMncH+fu>Cw~fE&kw%NL7{9ke+?
zGC1xM=N5|Jje&Je$X^n`fhiNbv=ayuO-X<Y$KTIC$Q$en8O=ijDvu9mb#g;FLfugI
z5+#$kNjYxXXmVz343kc%Vt*OOHNekD@m(FN5rG|ynaVVmVCFmsW+7)>LXm^Ep0)@c
z2hK`QPybaNp#0=3LGZ6C0bV5nC!;EX<0A=x*)Ye?l_L!Z0O#~TKIJ2o$btf-=&vvu
zNWr^&V8Xgd+Ykt%*36Z0z(Y_4LGdKW{@})Za1X8rH6MpcgW@BjQbc&*RUDiFN@D}n
z=nYSn29O&4vk<<V04Zg6XeOxAWggI2;E7`Rz@3XrhW<(yjd%-k03Cd{w^SxWSwL|}
z^&+Q+^$5i@P-u7q3rZ+NZVyLdHLwx@trH9eQ#7jSp^_7uL0hJcCUXaWMJ9lm4L8IW
zIbfhWSTc}$yfNxE;PDc$DVf8Id2lC~8x^Rr#)#Sj4?bs?Z;jX~ur0@7ui+yCkdKca
zWbNTg8W9gsL8}YUh<WH{s6FJul6ihXr2WhMf}r)|#vyTbM(>BAXQ4JGaSlbi<P9a0
zx2}h;vv-gSYCH{%4#-rv>$8VvBFAElq%DL;2*`>I)4s6JLH@M+=-?u;U6O}yAgtw(
zRT9LM>X#(mq)gZubT~38sab25)o9ELxvKzq1!83l9i<fYHK-Fbf#n~t9qQ`c0|Whs
z>FbAtgkV1qp(5%**9fo9;er{UB_cgHs)qUCe!==O4}X7sVnm6vzV)EdJmbdf0ZpEA
z9Y;HUpr4({feZKR@(rMk`@6WJa=;1@dgzD-`+fB0A7xU)Zy2^DTGiunZ1I>OgpQS~
zXH9w}nDQvJIrb$$c=b<*V-1z9i@JF+yy;2X6FPoW|8UF$^gvMi7QW7YKEyqy2Kc#Q
z?+_S(BT<e5oj6zG!<njWi0TxLt*8?~7q}CE!N|iOyPOVZBF-9OKW>n(bepx*AL;<Q
zV${!)Wwj|(_lF!kblYfV2nuq8B|o?gJQI7`-`5@?v?HyP4`Cf%DM15^pEryNfgHC0
z!U@$rbjCWUg%AUw5eE4S^la`DZ&&DXg+jeQtB=mxKy0ihWb%eFljI6ZEnGBu!bsvS
zfn`Z>!C(r*xw|k6liFgiH42@%dVhEb^9W-RQ+%$KE3{%4k6;g%AaHUBm{FJj2Ly$}
zAOmg5+l3<^Bng>3V7ZemCR!!+g#@UTl2<>CVV99B4fLQ)0NKJ?3zQ$)8}1XJ1dWwW
zByZfm833LmbwLZWG8qIR5)?*+cm%pPmYJcvHDQi{!l6GZX0-Wa93@$xA9@_r-zxSr
z3}-lujji^-l?;u@sBp*#a;0;HCpMBF%wTC7av{QyK?86DYVbZWGAQz^08WSm#z$<j
zhU-DW6`}Gxd{B@kLxUY@2&mtOk~wgpcNd@_j5rkPh=@Zeb^=Td3&gN5#W>=4x!iE5
zfsO9&;pPruAG0PNfY!uy8lfvNg7q&ZLvIf+s0>Vzjd>s~6dS!dYz*g(LZd-<L6F(7
z{RC(=mdOy@cAk_2fi86Mq}>Ui|A07{Z9q68CgB=H8^O|0Sz|fFD)=8oMdOpT#nh>g
z8|rnysCpbYbX%eE{0m2fFjKCqR9_)Lbt46vK{&^{Gx8xY1U%5AG0zb|e@d5+D`$U*
z0Q_77r7-ZyWPZ*bkh2TbI^<S=*&2qq5^F!o?zl+ae$He7N5eNYIQ#nf!sr_45g3Gq
zb{IwAHANwca&#N19oW#I%V^J)czc9FVc4q1E)JuuAICQ+K!&n|%|lqhXe>LvoI7$+
z6LW_F1Gig0uoP`Tc!W3fWhhu^h%sNz1-Y&gXS9>!A(i2^1JvCMp%e=9D|i_Kw(}rN
z;lrK^Pb`8_7vfkhpPF?1@pe6Q-9};oyp1aV95nOrr@hb^?B%xr2e;tXFw5rncz7f7
zXe@*-yFpt*esZ49^+u5uRVgq68lo)l-^i8-=|dWz57{WVHH6i2-3;9?AkRka4jU1|
zO1gGn&_%Pl#tJCs-ne#H<D%G<461mZ)_{@uhC)3<&=!CK!p8|h*2>hZ;twlBIbdeU
z1HB8r+*85Kb~rlV^T3IK4gLTDwt#>Q4vib~QpiHSCCPawi8`e&B)XStV#u%!e#!v5
zn8HRrV-Ug%y?j1wtHGu?Qcl3X(S|K->p`^9(5C0#C%<4F9_$f-mVlxMD)_4r1a~44
z1RP)m6s$muL*`x95V2ByI3ERUQYnmusQRsZT>?Cu-N`hNho*sO4F)xahKc~Og)v<M
zrgj=Gff#nf<O?7W@%U!&iHN%-K;jHt9$rE~{S^-V>9RrH!SK>hw+yS!Fol)lG%ZLH
z0Qtx`Q|0E&upLYF{wM-MSuwZ4Rx#?jVRe=p>JR&~4LAgP1}sCd#g+t1JiPJ7G790r
zsRR3=0Y*TD>ky;|>(BG@@q#7{8)^c0(fQ9A9S$BKU)YOf%Ffk?d78IW9|9eHsjvR%
zG1mHgo+E$ObbV`VC5X$ZwxaOyjz9prVzBT5Li1$Qr)w7vyBri~kO3914NxtBG6Nb}
zp|%w`v-wd$C&`bCGNSqtKL|2mnMa2c;ui#=AT=DrI4j@3$mK&KOS)VrJU}fGPu$Un
z+1TSr_eLi(lR8U+NHE0l_m;pYEeiq<h49(K#~*@fn34(va2VkqosnEINIysC2T@`m
z2h|-Ot~u^fi8lm{$Q)F=MjbE=K4>{Xv44}xl5{n6mgoflvSvX-4OAK`zJ-a5KSaW?
z6!b@QA(t8Hbm+_^u%LvOdQdKYu#P}RG#9ClpId;$-yL2dfPeu<MPf95pp~A+EJ=oR
zCTHMC=gz|u6UZHfh#XizKouG&fhY`*!i{A}MsX%XXJ=ST#7lkJuy+j&1;R8}s<$<Q
zFT%KJVNZtoe7eYJK?xOk6JD}v<S|sRNgjhDn!o^$c{tF3h};Ugst`#inwY@a0e*hN
z?ngzKbYYPnqox4slG?CN3-9NE4>nX-yfjLd1{*Uh6>HL2)5}04CB1w{#vC*|1+(J^
zBOb`Rgi!hL@W#ALpy;rKIkjXcfdx|^9~koKRmeue1=hi+Xp=52TDQb2L{bhFh`{_G
zstPR-Q*oXv-7FfbAbFSN!o-U#0so8830kP0u@M@J1O_B_!mo62`34PlZfJLpZw%{M
zRB%fd{*QHAjua{rJP*P$RGH3T4ZaA^${VpRWT@CE0zHD!oPwGcpkN``Lk2#pP^Tg8
z(BU^|3&>BgO+fe=O7)NKl3*#!LLdP5fQ3wWUxjJ}Viboo-fqQkZX})_5YAjQ!$<QC
znFOtgFpfmrf*BkB7OWb;%o)WOC_55IQ5H9B(BcO0?x&Fm{{P3*8|vH9O(b@vtL1Mm
zUZE}}1YU@O&I^^9T55-Yydf*1{Ny`*F6xbg*!Qd)xXuAVE>c+S_#^b9_b4b|NBPLN
z9WFZ*qL>qR@@U~l2ak^EWe?~&NdyOeLq0^M{)M;AAX5;zLUASj5)|GWVK4u~a7_SP
zD==1rDw_ctF)^O65HZ0LrJf;d62QIS1Z?bqS0Y$Tl1&S${R+^UI6a+3V=P`ygH0fa
zc3u7Oj6!HAf{meu8wG^DI4+_5&D$>o`y1WEF#8;T+uUfN--T!voQ*9us!4kPgA7_|
zTy1zKgxUXS$VdK+VW~A-(#fJxMPWJ#{Tu9&Fgqhu^g|Cm4LTu5F+_DGY4FAjY@?XN
zh{NuUG#V7s6%7rTiOrez)^I&5hOu}R0WC@40Up^3udDk7P;2OD86CO+GCbi(MIeUr
znj5KD`S6vC*Pg*Ja%~9J4ix~goj6(0Zm4b*qE>%Y4nvs6K+JAAW`Z@C2O1e4%^4aB
zR}JAMKoK<1KY~?M0$2Rr6%~`BVHyw7s8<JBLuQCJMzx2Q&tbyw$C@0Sw?g0ws|=90
z-2O0n?ULz&=|EU92xT%-?A=BO!i-<fh*>V<!)wuaxs1#Q<$5Xw&t-Cx@7wI<S7=cG
zM9+xv+8$jCP_yt7CYbAwie<8t@8;~eWb-x1*BMro(V8LUyx3&mylC{GAJuRP72{db
zM?wdVSCwH9fvN!G6SfjCqZ>U@YdAOg=)j&UH;=~4muSnE3g{psh{TZ_8ygAH8lPfF
z#IThgvbl8N4zn9n5=2hUr7=%==VdZc9H(JG#|r`8z|k8P?>yXKX9D+|XjMkaF`z~;
zlzoFN6@ygN7!(3kJj9^H$e3id1<isUu;@Z5#HjccS-C|q7(S)$upEyl!UU)xQVM}6
z8ScoMH6HKeEbjmdMQ-j8#57b0d1vDK2L-^Zv@p5zMFXzH-ybjiZ<e`xz*?fq78G}5
zn>3V>yc==hJ!g0zHKWH?P$&;<aC<de9C`OqERGHb7Po?YJbWSGq^h2{V}rEhy#_XB
z$kM_*$-GeAd4A9;oc-MW0s>(T0_J8?6gV0|$OIj3!#?;&m^VKNx*~7byvOUmxN%5O
z=YnT$sCys_xpaVyHhuhHwu<*bp(G7@lw#P2j4Wp`yw8K$HlCl6nSDd7{|L<Fi-bc?
zW~ClhNnu{<h1XobbCCgz;q`$=yBviG4LVoy;yc-2LVI(195Z<TgS@#wMlblIi$@r)
zD9UHZxM}$3DI^ei!W+&C58&d#yFr2q-U@!z;QJCN<=?mLz$5sufv*@O!oUR+YuHw3
zz@w=(MLIIVZG!3s>5l+NjETZs6x}wIhrB=A!`2RTJ#rnEixejOc(h0TjzmVfZ`>2%
zIl2!Tdqj<RjG~J(+c_v9+Rj0Z6;ku@$i*yyA_UfO++kwUupcV+l(@SlCBy-gw>K&x
znN5?<#?Rm155LgTV0QA88GE#xg!96aAhb9Dt)T%E$QcL?;|*r4I7l<ikB2*OypPgg
z^Mfb=Ek)@f?<X0{eUTvl6%+Xkg{;To36EGHHV_-ZCzD9-7A9N<@G3b^U;vxv_~Vp6
zzPo@bgwRX`^9T6SLkM3+kj2;0ZrVJkXkGMQ3HlE>68c9Li2siNg8su{exV&TbOCDz
z@EQj!HZd@m5^s7#04Sl7!@EcjIKb;p@F4~lzE#1w;Llg^FD9uA`h|0p;d`j&Oh1_9
z%tH;E&RPC#JXo~`ax5tU4`rwDwFmlx!WSR(*au6NFfkPgctS%%81r@ERZ`d_LFfBW
zrbbKRdhntXUaN-vdB_OAB!qta*>|FXppQb();mmm(5>K^=wAo!N&JsC_8n5i^b>TA
zAr(}f&`1Dr2R!zF_;g)Z>gVH66ULGknNX?7R|bC+3c_7DYzgLme5gDmgz@i7h4R8|
z{oqZGKUbU4hb-`kV?!2V(y><36^Y<IBtGoCaJUVXw2||@jO7JC{_j;-{$EjXhZh=H
z5oZP2V0izI$3X%h^2eINn}p<#l-?n{godvbRX=c2`slEKc&r)DnNHKVdJ}#ieH(1&
zKyTDg0pt&BYp^o^Llt*yrhlQ{B;fxqrKuy=n|1{Crj?a-tNTdyJnyS}&$ed5<iNc<
zhjp6XzGd8!=qtA(4v!rZqxyc6+qsw3Z$D+OKF94`+Sz}{$<MVb_i&f)(fMhXH6?pz
zab9Rw!xx=4SPpa@WYqhn`vhA}Ti=+`mRpvkclp}8zw)!&(I1AY9lR|l5<3r{-)2V9
znNP_n?K&@$etdE<W84mPp^~qE_@~UxFBZpXZ&vAc=lzO-5!*uwUQcmbpH``~ep1T_
zht-Q`r%M9nthAWl{_}NS3^!j(*k$CT%U22=9c}Gqm^9mZeX2@hO%T;3UAL@$I}C$N
z70c_lL&pcN^ccV@6NFA^T^70=_zT)BghitNrhYpNL2SVk8VS5}NZNyZBY_v)$RDXj
z0&k=;1X!g}oRnt!4;u;2nNIUR6a&H~rk?|?4B|$L(f^GY5S)6)nvoF$GBRjP_Y8F^
z^nrj2;?Fqv_!W)YRQGx0#=5`_-9>qy-+TGb%rMxzJ#XIT+c~PsvhGMmPuh~*clCql
z`@iB7PKLzQ&#(7SsXCgjeSfpkIi-_hdt6B0otToGvc_hvsl$uQm)Ae>bUIlTGBe2T
z?3dU2&k9R_`rMxQ^Thc#6SHRxnYGDWQ`)gQWo+7_Us34;JNjzxJ92yVGT)kK%XI6%
z7vBB6?!cC5y9XEQjvQOrdEuOptWc-pcdifA-+$_DFZ%}tv)0z-^sK6S*)y!Zsybzh
z>E4s-Yu64iU0QqTspI^()zauy+iT;$Z8>9CX{UX+%h10Pj+(z3d{r;PWbI#Sy{(*A
z90)Df>%D)V;qDxN3lRM=95>0`WNma8S{LX=-08{g8W(S^<)gb-%LxGOP7i%R-F{O*
z-|jJa2dfLTDgOP{3+^%7Kt*UkzRAAr<s*7ar3c2W9qL@T$TB=__du;;tp1}Kaayh7
z$waLl2e*E>Yq=>m)8c{KVC~J%;h&)vE<0vL*Oh6BGt%ImYs)j8-dvRoFqv%z;x!wM
z<&|xEMk@%|MBDxY^_~GHgVrl#;@%cAABXgT{*cEJ-}whmRoB=V(HDe&D9s-b{?S^I
zS9nq_iuw;<E%SZ(OjOR>FJJ#74Wcr8P!9S_Epyz0m~8n1VELo{16Qmq$Fy(nF8ycO
zRsN&wChPt)g`@%t)xP~t2{OmW#oz9)Wiw-3&$h9f#amX~zNv1R=_*~Z<(_zZR<ft*
z-rP|`T1cm^ny5ejhT(w~qi%7O4#pb0bXs=*?*c&4V_Ns;f@l!Z3)=2GFtF98(>-My
zy4lQhlWJ>5EZ4o!+;sb8BP*qDk7gA{E!|v_k{J>*INvVvOSx8lYW2ELE>*d?KmNL&
z`(x|Y?PK<bEV(V!2u<;pmKxlg9QtKz73lx`ntRepVEty{yUT;~$6mH82mPP-3kQz8
zIeG7wZne87$5zdKVkMC2{9JcK<L7~x!U5%PBQKrT^gZ(6nB>N~%|ld8l0v3<sSDm7
zaNRm)UAzq+D*!FqFnF-7_k!tPc3jkYn`^-zw@B39{=D6T_lw0+t%u)>II1Qizup=%
zV537o$}`@E`wlrhYRv9U@HWpLy=cMW*FBbvYr!>$(3`xr(}O`P3QjM0XYL>Iwq1pA
zwV&fFS=n3vf@|l)L-bE9FB*E%WL9LLH1w2O`Y97}^o3K4T?Ph@J%6*3Gho^xbX_*9
z?VMRZ<Fn_?N|>*7e&|PiRgaAB!p`GDLH1|t^!gn;+U|dzRr^>oDPqc$$Z2(ji@igk
z)H~YkSI@3}{0)ST&J>LcT?O~vx9j*}#Psu4>LsfCe_wiPWyl+=HA^q|#_7KOwyFE-
z-&&!Yd_B!o^Hg4rUB{=B>{_-rnDUpo(OB{1`AJ)fXTN)qcKN)0eUV9gsW2s7Se=wo
z_HL)^VU3+>V$;-qDb}VZuDks__W5DO{Oz|6>!_V5>TRA<wWBtvm#XcfBab^?cYPM<
zs9(e_-p3X9sj#m2F@GOl*IYf(b8hGFJ?&4c-j>GNd5&7vZNzRfbLr|?7UzDJd7TJ;
z)-Tpbux?)YiEA>aWp8=IXD1xA*s_!Fw<FKBtxasJo~IA54?3HiHEpcgz$I;51<&_>
zy0uetU1)aq+&cZ^E8DNN^LB|I73s01xYxo3ncWR9c-g1jZuKZ7{BZS{K0C6COon`#
zx<pUy=ZW-me!}i!-E~gYbB_AXyt99@%5YxJ=m`6A&D<qN9Y)RS|5$UKmc!Tf-v)0`
zHXG4>waNH|xiy6bW!(xd{XVcytKEuDi)Y7;^3b?i82nYN_2tpA%Y!<7JKMVDxhpA4
zv^&n9(c<;#(?*?bUuPcdIjy3F+r=O6ryaQ3LTP4~gjI{O59`;MXd2ta##Row9}r}5
zAkuE0y2Cyl+gCT<$DGYgnl$tC*h|O9S#HT%Jz@9#+H6a;uj1fC=T8pN87}R5<?Zwy
ztHNV*FD)FqsAO@rWv^~M%4QZ8i^J{<=BKsDNC?SGa<zRHvb5;+lnogrpJVrX54u-#
ze$XY?w{36wwK-D~C)~SjasLO)+DvTsre(sC7q2Iz{klBz{Ou9BBRsYY6r5}se#K&e
z=#cBOo}cqPrgy4;@mJU9_Uook{WdUS@6g3p+iQiCeKsFqdi<&98Ktu>Yu4v@)lAFv
z5%m7C@ZvZnnWm}PGX3hq%Q|(|Z!=QXZPi@kftxEeO*Mn(C$+tKrITgG`qKHe8pSuu
zGG2W)xxX|2!~n;6#by&m2VJ$SQycy}ZdZ?GL)I1SA3iewd50+lS6?pP?vbmh|H1c_
z+o>PRHi|7T-n5x8P_Hegr^cZjCpYxrsjLY}Xj2n8)Jj&UHD}ZKaSQyrjk#?Zu<7lU
z>vIBzm!G{b=}n%;s+)5)2leVwRNTAsrp<L>0SiW14jZj1Iu`Is;xOw)zbB5#*7+69
zO?HnBP3kTA9lJTtkpFVgpbk+bd)w#x^ZU3aIFC)fV7KmDsK)dG<8}vZUwQIjySWc<
zsAYBb)_6NA;mP`n!kHa|LV9mF<Q(z&VawqaWw8UT2J~EV@a{>+iHDbSZgihE>Y{b;
z3(gPwJ>HrA@oR?l$wH+g9TQz`&wMiIv%}}nqBF_qUF@HIH`}eUaIRB9^sZpxQ0L&o
z>xZ6Lb+qbp%9%~0OAh)fulSF|fV%N_4%{7S-ePF}S)VI!;{rGj61Ms8TcM?TF(bO;
z+E<Sf=Un;xY;pDNhZQH5Id4gyH8IUyqwr8`K~IeqQJ1X;pY6Bsb=}DkzE6}NJKlPe
zwP{z>p=U#U?v}oYb2vIWXodA$^#O@5(uW;;vUg;>{p%iGP2a5SEo*+~>+SnH-O{rq
z1!=C&25Q_{-D2IC6WPj30?R66-6p+mzkvIE-sPmO-+Hc|b?=DI?GZZrrL7~d7|<Ic
z1~iEh1NvFe8N`5Iov2!%RP22(@n?`Qe!Z}+8x{lV2x35b|40nzdowHs^Z<(iU8lu>
z^l34mE3@;r-D!TT;MKFRo>N=J?T_uTEB)wr=Zp_F`y!LREeS~O(yXk7q*st}{P~to
zhL?pM?66H$J#9?2)o`b8E{F8hOv78nm&WNhpGzHixo1r7&;@Gd1LpspaZ}u)nQ66#
zjnOXEea6#r_pZt)Yhm<7xV6AJ;^EhkKZ*yqwrsP`^Gs%CmUoP8N-_WZ^1HtIN1uN0
zz1(fxkYmxkH=mwtyC7v<%o_cHy|&#6Kep8(+bn;V=d*#M53Gz%?t7!xs5wXNe(s+7
zLfdA-=}{Lt7no}0_Lg-RbTz`!OwDTGp{f@pfxoJL{wyi6_&s{%pm9ShO5+8S=dIyB
z-O=qmuPE`^Ua`8bFuI`hXWgsMZ|1FAZ!`1J@9MiX59;H?XJ*tIIhe)td)Vi6%hPWT
zM8w~&{xv&cuT4?)Y<~2di><0HKK1fgJ?PcP7_H5`_a6pkqz`jUtv0A?rM5Zt?JQ6C
z_(``%op5>;oU-_M^rDEev$?~S9vHPN;tm{^yZe&kAZ|up*Uio59=2VPcUa7gz2F)#
zBYE#n`}hl0-^0U~2$$I0cCi0+VYPbg@9(>wExTj?xVKGy-sjOh^sO?v*E&X>vJ9HI
z;lSlc)57eu@oU@K_1pASIBwOTHXu{e<A(Qz<QJoIrsTU{Tr}gXPGNj$;Fvhiqw43f
zmPGDyu{%1y$FY&Uw%@-Ty!NJaR_XoF&UsU&x!kF_*0E3d@1XBVvl6b}-0PH66Fac1
zm#EjOgTZ+<n$dx8?;CXS_~g`VT+-r-RPK_MRS$Z0vG(T7<2vk&Z`S?xtk~ag=XPrL
z{ehSFZPhW$r*$Z-d=MWj%T-I5V(iS@m0lBhe&P2Xwgbc0^wV7VJ9ymo+jCE~4{<S6
zwJ1OGY)NUa@MXphqayha&ZQim)p_X1u~&wjO7!GynR0y0>(wU~<Y}xq-P~w+-!^fT
zS3#!9KkRCJLENg-W5(t`jNY{H!KLp+49F{OIEVpt-dtJn@5O+QJn8j!F(9jo@4Q6u
zl$=A!f%TuNEBAB=itRbq&-UG@tKXLmFxy`8B)#JCk)^5ozwkbcS)M#(hxl&iWrrOW
z)EJ$s-c_nvP?2)T?8MW<+OIl4FTPuTY_ezd)|VN7eYySqc}3r{V~Otr$F(ifG|SO`
zpSQDDALoRuWS_-J%fEG>qaOThcaYoT4Ws8wpQr3>*|+lf{H6WVKK_+2X%%+jj#?Y*
z(<jtt>P+tces?=P(SITaw48_m*;8Ub)s2V&T`3u_IV@^&hO%&}y<1X(YmN5|d$s;k
z%Stm2tw~H5x7_?!X{Ymt&Ha*PTHm$SszrZUGupO=r~0jVo1`aNS`M5VqLkVqZ)8g8
zlIsi11dgMY6kU88wzFh{a<|1=p)ZqC?t~ppS*V|VyXE;?#|6(XU$An!{C6>+ca4hy
zEtD4n+H2o$XMv@H7?3_I2DJL|$2mbqW^DLo(@t_?owv`e2R{X8W=<{6==?D2$0J#g
z5)lJR*hPr}jmBa?8l|)tkd<wIvhuB&naiycE@yTa7Z=cX^$)AF>-$yq>u=_wvNa-X
z{=U>O+2}NVU#r94yQh7AmVV*V!tjV&MOVJp|N1&3^~ZJh`(Gn(NNNXi4O$&OGu`Jx
z^1XXkkA$@x)S`Wd<s&{QrEMHx9oYNh)QvX>ns(i8`)qD%V%_s&pMu+0A4zaDF-<>p
zI#?3AWaDAg&+pFVz3q@+lBc@R_IPrt-pa>&k2=L_+<Cos>IkFimJfV;9ok=}X&+V<
zxI4AV@^O6TnSABiIdje=?%J1?EqrhEcu~0)KV^Di?-VtIrJrZ@Jge&v-cEUYOPkD=
zHU_DI9}g78d%yE2iMm?m{xR&8-}(Z{qa$UW-KD;{$HjRjPSg9HtzF*M{kmG`K5fqJ
zNi20f8d4~ZoUgVcz4UH+!P&R1e0%H(bUx)Xm(y-)=HYn1DWd+SHP%OqZyO$ZY^d7i
zR=_aP`s8~{R@W#`u(c{M(3o6SlmFRm$Yd{_D*m0Mn7sbo?*}}cS<t)S=+#**$Mgu=
zr6Rna)*~>xuq4oD&^YxEbF|%u6knROLN#UM&TW!NjWbb`o<+v%_Am+Gdv@Nd=|QVF
zyJJ!c3+=XM9lG=E@rk(n4;RWZ&n$7|?&6s3*Sx-K)Py<1OQvkQRq}SFRpo+d+X`)Z
zgxk;Xx?2=I`*yc91A*=Hyc5%&4tsQP`TH(|_+7fq)LG=&dge{1DG9*^G5TB5P6bs3
zSESxtf1%X6!;{V`<*r#AzjU3Lpc{*xZ%a!T{&>^YQJ9w;{z<$kcui=|*S9eht&;PD
zwn$92yEwRpZgDIB;{G$~b>_~@*Xawss#xddXJ{<Eebo16X^E+F#qZ7s1qIt*rdFMp
z*>`VE)d}_3xn06)9)C?UJ0i~WvY8)tv~Gp|!uDy)b{@_jm85iZs$Hqy>a7Fk)a3+B
zxuN#S*<oUG+*_AxT6;cB$yK}4^Vgumb^^)ZeZ5Uj^S%x}G1zx~>TvrD?F#Nb{?K*f
zpjq*^m0E4Nbbsjhr*$4x;_KJ4)<zFp;wfr7anP6FQ68<9&dRqkd;WdB$AGNfq6w$Y
zr6^suI3c(c8f-Q0;xpGGUz>ft>wY*LdX;Llwcgt$jhoi4L;ts)-`~CqQoS{^U~I;=
zEkzS63aa;)>@AwstCPpzsascbQ_o-0;yU&i;@E;ew|!x0++-^Y2cy%84@HM(cXS`$
zVtkLsx|btr6Bq7LUKTUJ)cW_p=+G^rm#kZDd)jIL%L@Xb_P9ew2cPS7dTh%5=KV94
zN^Hb4UyLqH4qA9O>g$<XYs`#y%;@TR_Cl8|yYCJcVq%kgV@tm8iA_3mCbA&&@EBLC
z?Bug<cFnCincUQ?(zcY&)cg>2yx8|l$}p2Jel?z6#~T&{O8bw+fOZE`VnCv2ssC0C
zsBA}rVn9=n7*N*lRg@TzsxpWHB}g85XJpks8qsN&&D#rqy*WI{aNWL{ZOWFut(`x6
z(o~1m?;TPP`P{8OlwuiNa%Q+?Y1?+D&NrMZel7a`c#O@FsyPuRW6OlJ7|?to26Wuu
z4>6$1*A0mQ9sTEGKo#ml3}`GC1F9DNdoiHUhQ)vi{}2PJ{1;+C9(E0h0rgX@_5Vu5
zfTa1#+uSQJ9B{HZFnNfo>5Iq&%h%rvqZTUvs_zgsvQNZ-tM%PC*Y#FO)nBnReBT!7
z?(S+=j<-_Qo3%}<<Fe^PX2g&8rnlQ4oYi_n*LSbyXI}gfaCT0P)2j}3N6M9r)#@?>
zRQp91IhHHS5;mw*^ocmUCv{$}NxZYsQ9+hpGw)@7Pha<oC@pLMI@x+hL3XJ|mpgmk
z_iXvh^Ji?cx|aS*6SEgsmHTw88B@NtW61rOuTDFnji;zR{_eM;YOYFMefR|Ndh<iV
zh{Pk-Uy5Hx&HrpZCO|gym+{NhRx=ALqpsB_Io@j9#aE?gt2MFjTa>DX`&ZZRs9jmC
zZTIC<_<nnp?Dsdg+>rh4k1XR2<v7;&PI(?y(WjQbK;JOeW$D*N9{c+gKiMwz=rzA>
zx7zrFT^xsp@?BkeUrp*#dR=h0yngYrSJB_btlW_3pLT0>T=K5cK`jRb6#CkxML56O
z*<$}o?)4WR`ss%cE?HS*)cTE9@Q#6(D|>m?9h<)B@VWL}spGv?JF^~7T=ZN$#cp5w
z3wK&hZ*D%>x?2Bu`rNmT>|elfjqLii;x+-jZKkkIK<%CB)7u1c`y6uH1Sl!J6#q}R
z2~f^-n*ZfCf&4bxe{Y*WejBJsB8Z&m4JVIMN7yz=1X1UJ6Y(H&4l6BQ0pCx+xl=??
zf&4~yp|{-eeH21|(+Ihbh!(Kv*)#-U(<6l3M}z^`^lTb}kTkT=0lAMHzR#v-(-4HD
zp~VEqedK_9Ha(k$AS4ZaU_ZH!J~p1sflWnYBpu2FVdMl~N|uT`-Iv&ooZd?i`XpZp
z!6)}p2z81tLCC4S1ffsxr4W3UF@@mYv~QEsdntrExtF9NC-oA9KDC!Z@F~3%LY>%4
z5W<Iu?XcVsQ^J8DEH{i`4iv(0LkQtO5SAN8Fb4`@xM2iypb-2Ul@lR^13_4B7{MGU
zgyDt|!hwkGu-p(rI1q&8h7rtxLKtocAsh(8a>EGbKp_k_j9?BF!f-<f;Xn|U8%8h(
z3Sqb*gm55YJ1jSZ5Do-kxnTrzpb&-|LI?+fu-q_$IZz104I`KXg)rO@LO2kF<%SW=
zfkGH=2q7GZ*bd7LA%p`#SZ)}>94Lh0h7iJmAS^eGU=9?*aKi}ZKp_k_gb)q{VYy)h
zbD$808$vJ#N^FPah7inwLRfAXK^$m=;f4^*fkIer7(pCpgyDt}#DPW_ZV15~D1_yP
z5yXK;7;Xq5e5kPj^>6qtgb+RiVYy)h^Pv!i8$t*lg0S2$g85Jg!wn;t4}~z?5JLD6
zgyn`2%!fi4ZU`ZKsBsJPL3bg9a3BcF4I`KXg)rO@LO2kF<%SW=fkGH=7{MGUgyDt|
z!hs+xH;iBo6vA*r2;oDGshAJC3n7F9L0E1W!5k=r;f4^xfgmh5j9?BF!f?X~=0G6~
zH-r!l1Yx;h1aqJeh8sc%A8NeEe9&D8Ash(8a>EGbKp_k_gb)q{VYy)hbD$808%8h(
z3Sqb*gm54T%MBx#1BEc$5JLD+u?Xga?m`IRKoFK2Mlc5oVYnfLa3BcF4I`KXg)rPO
zf;mtK!wn&X13_4B7{MGUgyDt|!iSE9Sat{_ENG17hcV29!5D@JBTQ(F<%luNg~1q>
z7{hEBjNyqe!iUCKrWnJF7>wbHuqKHhIl&-GqJfbW!eMcfL=b5Na<V+w)oB?ZtPILZ
z?+_UiBE3V2y)e={*wtyNA1sE$rlTY}u$&M1Er%gjr_<rzEQVd3!pLtq47oau;omHV
zr!^EtezO?VI~;}5BoWjk5!56RL=7#JA&8_BE%(D-LC=YooM?o-qGfMr1lpFIpb{;W
z1ouOOLjw{XVkrq7S}uu2sh)?D>Y@4?CawH6hydXphD|Gf-6Ro&CCM8UrD>7~f>W{-
zzQJpf2x^iD0yU*3i6BmsL=Y0+Xp#t$lk33>Wla)6@ck1=Q8Y;e$w{7o2FTwOx0)n^
z6eaHHkF<&Fz_z5EY7g`@O%g#!HVGX}{GTgIHAw`agJYT`f|?|Pnk0hoX+TX9L2$xc
zlSB|wSb&pWnk0gnB!ZeGf|?|P;4N4@cVnb(nk0hA!G1)$sYxP8{wOe3Kt@iJ#hyE!
zoP~%*Z4?h4lt26qAD-8s_yWk@HAw_9az@lKj!hClO%g#(5<zgRQj<gwoQF=Ng7DFk
z4eRqXNdz@X1T{$nHAw_DNdzez%q*vjqj-dHlSB|D5Z5FTgrqQOahoQIAhI6NBoTxc
zMrf%Z2)vpkf<UO)#m~D*BB)6s2&+*l3R^Zw1R<dXB;?T~5k!U%TKC34Q4>Q>=cGv@
zh+2K8P1Ph3)PQV~y!$js1bGwL&L)W<N@Gq@-=|3;NNz6EBoTy_m6{}ink0gnB!b|x
zrvE=Af<Rq_Jyz@gURCD*5s4r}P*-7T%O7h7ksTm^NCX+e!5Z@FCx-Br@88u=NK*QU
zvVV508OfPW)2Kucc_4jTV-i7zpd!q&YN#?n6irVc05$@Vo=7M!C^OS)o~P6~5M)cH
zOJ#mR0Z9E#K+N<nB!b{0%Ep9F^ruKbNOS?mo)6md$lMD5H1tPMw^39_F<p06WjU|?
z$}i!o)t_Z~KAU#*k=UrGcaMcThfhd)Gdgm{W7($;Zo_&l?YOC?J|SM`X7actYdF)#
z8WowF6)ahCD6CTlzfE(D@;X@rcXrD7X+DTQz3tq$PJ_Q42y(cdWN+GK)ZGE6>PK(A
zXlT~5;_BTysmpEbWnWqxQ_eOX(EQ|&jJZF5j+}33qJO%%_W7qBe{YDNG-2ho#k13-
z-Dd|Jo&KY)t#7zWitg_gFD0VXhL6uP1bI=mMi}`YQc+-6#J5rTAE8i)zRy5<cK>zx
zA48t}ae9gkfI6~IUL(tpM@dpq=lU6fa(P1yK>qB!f7$@#PsaP-o$E(REZ2hmEAl^v
zAY9JYFC+hBXxvz<P;_vR|5;y@v$1YOL}qOXr<H+vu#w~1F-xAz`I0l*+t0+gXH;4L
z*Aup6>x?Zm_bAR8IUwXQ$p7$cYiGRZD)#DgPU%T!+p^NI-N%xT=}ix<@DHl48sVC<
z^jhhatmF&n;mWVPqf(xo<qv(5^?vox&TdIA7HZL3Ov{dUfAX!cU+FfJa|c(Q5)4&I
z|LWH+t>$jj$P2?aO&=G!d&SwBt}n)y1-<A{y!6trez6y0ayPkoPqT9qR`qfI@NuE@
zhuV){j!*x&A}7F5wC;z}&o7=4*Ca!>4b*h~Da*BfIQNC)K@+PZ<`HRX;R#9?YQ7So
zpU#^YiJq*1dCNoo>Z!Z;tKlF^ko;Mb<KA{{i1U5HUQh@!%9#MNK-$xd)~DmYC-Or}
z-%q1&zeV4k$oCk>hzMB(FseW?lfSQW&8&9cvUQ`X@K{XbcX7p&ux%US?Xk4aB9DQk
zsaq%LO$2qKU0PcsHy^%hIepN1_-DqZ8-}TBwNESpmiWLuYm_6eW-nKe`PtS<l<BMm
zsy2Kz1-+jxDgR9AMq@q*2{D<lN;_BsNVmWD3aqr_91#Bxo+>sG)erMlUB9stXaG%A
zR}caksLHAVtu2qc^v^_$o}5(|WwJ6qr&rLzM2gZ!ai#_G;y~jkwV~|shbGdKFMa<}
zcC!_<h8oQ-WwZJ)GZ*QK^*r(RF%u3SiQ%c~4VH1+Zr?19Uy+yFMtiSJ5M^5sX0~;y
zjZ*HOPFv@`+2Apu?b2<d+aM*Ne=7nccro#Vik1ieJ!k0Q6L)f_o7c6r-_SBl5bn3T
z&5&cMnH^hV;h)czhmNbfDzrG{R@wL2P0;-**}r~k$<Uz&QRBWe+kVUB+l(i<58O6w
z|Mqfdh3R&^@=Nm)Tn=Sd=7w7xTC?c*>q?jO+m#a+Z`yA5YG@VU6_-vWxV)cP)_0?6
znMJRx@vm>TTPPd*d}h*|tPOn!+o~gtpNGaSH!SjoM5&9D=4EaUd-S$de=E!6$K{}&
z6KZi|>*jeezr1^<1sp$|R~wK!;YjiI(dr8pzln_+r+NPEjI$EX!SgZtzasZ+e7tJa
z@?YgO8Tv|Vm8QDZImGque|Sop6pydD(XZ=n^eFY}`s(uK;>R}&lh??qKhJeizHT=!
z^pr|T?l%zqk%k7Sg-B~}O#HAqVDp#J<M#bR*H2PG7^n;h0gWhX6JYnyQT_fBT~E!J
zZ>p8fYYx;2g<Zy-r<H(I_Sb+C5Yqe+_82Dy&7XG`m%Kc$ul?2u-FsZ)Uig841mpXC
z$9)euli=>OdcrA(EgL<CkI)f6pS!KCz0G=`Jad<wYmaN3jy=}8r|XV=(Y~t#;@(Wx
zzI!J3f={^YY~A%x;{vZ4L0&(t?Vj8+%A0B`@{xtPj+~Jg=CuB9*_;<gKNbmMr_IuG
zx-MKbqe571ZJ?ffY}Uzs>+;e{F3-)Gc4zFg08wdTX-Sc}^Xyf|mIW6z-}BSl`^MeU
zJN{sa($GaFk*jjMrf%~8^yHD#r?ioJelF_QUQ5;#XDHp21fL!;X*1Wz`K95`Jhj7m
z?Rf6f`hE1ZjoQCjYhts`w_VPSc@}FlR{i@b-7U3_b363vef;qawWTWg+`9%p%U9^S
z2R};l-rnw*UG>z;D3M{*^-!Cqdz;PCDw6~SIgc=%qdU{3e);KiiFmz0yDX!pa;?wR
zHQbhI0nMe6PHT)e`Cl`*kuXZ5&F`7qZ|dP;U!(4xuv=02e)H;0I-SgZc}Q9u3{{GH
zcCC2BMaK(OJ4W4j)w})cx??R4nPksuyCnbqOLLp0?PBMd7qpB2dVlBmjjh{ta+<P8
z^IPZrm&?DedhIZ0?#q-3w+aSs>^?VozJK&7oA3cU4PFjO)RUa=QE|Dqc$(@^&CrRJ
zU4~m^7eC(qJ}3D^*_LTFn<mZS{G2nS@^iPZ2dg^|m)ba-aE?qU{$Oz{`-w`kh?l~|
z9kxENTCH1dG`dCN1;=%#wvYN=yyM4?jf1tW^nY;3`QeJ$RgqKMX>xT}bzIaUc=>=Q
zZ>sCw3aYu)2c~Vik*)fpc2MDyxE*choij?b7+n)G-rC<!JaP2R*qX>=zgih=cz*Ii
zm)}1wdZrYpJ>R4|qWAHy<F(J;bieoIYwymtqkpt%d%0}CikbOEPR(swPFUfV$uHOZ
zSoQeY!9iN}X2#7&CSR{u7(Y0*WyFQ=6Z|Z*)-8(O)vkZ5f>y(SPbz!s96Yy8vhj@d
zpKB(|j0|m+7gkFTX|K7s=R$bG&HL@fy*K_k$h!a5b6QKB7Q}hxnE7UKbzX*RmiIVj
zk{7u-&_bhE;Z@uA{NXn(Hq~o{-24O@LweChiTwvHjE-}e9FyQ>KEbl;<ITe6;u0nC
z<8!&;QS+ri5iSu)mQx-nmoMo4?x5$2caD~#{Okqaw;QS-iV{rDy5=1hzOGx+=egqC
z;?N0edxqvpd*{s7UodOHr1s-agl=dV?mF^el(XrB7apT_tgAh5-?8jLs^d13wNA~p
zjkvy8d#~y;j=g#Fua+KV>t;nb`IR2K-qPyY$}T5H#P6^zNW1Ipo;K%uL2{|3x6j>n
zp+m|-m)Z^vep+xO=E>d>$1*h2N-rFLII;D?*z~?2IJLT~$z|UG%7)QzmRT)Z+kfz_
zb5l!vuU6RWIL}-1?a1UV+qOi8Mzy*dRK+=Km+if6L3g#bM<%~YtKH<ByL4*A?96Dj
zO~&Od29GdY?3fT-o9<Wr$-w?mmdd(mrLNjf_Jyw4+53jmf;Q?^mb;!WE?ZiCz3QB_
zpHqbHnvRo#HFo%>oHk7faSk}s8nk&r=f}hce=I%c8dc}-yVP;&k5zp<Z?`hOZZOGj
zcZph*?Xw*|u?vicsu-(YRqNO6{>fL4yLFcuyx!}-=J%oLH=Mbyqf<}us!zmh>$OPx
z>(;(MuL(zm*J-Yb?Y`H^;&b<<pHc?Iubg#7Qt`FTohN&&K7I5w?&nq0{l6>!<9F0!
zQgO3KrPXN~t!<jW|L|^XqVLDQdh&*Cb(bWY?1?W`YIb4N%yE5H-9C@{sd{0q$MS<M
zqdwiM%U6vv*<P~7+{&?e;;=!tdVVfjuitwAH<jH=e@$?>Y#Xqy*{Hjhl?$dMF6UZq
z3E*n-E@b2_oFc7woDfvgvG(_>C(V}apMA8vme<F*pfq&y=hvyv0#klo%z3?i|7x#&
zIa<2b-CiaSD0(x=V&y?uf|pe7<h{Ver@<DTk|g^)l>=H&wfngB(qK4(pqrZRJzw*n
zj?t%b9F|*@zlz<EZ5^GoIAmDg%a<>OhlNdFykT$jUlT74OKiXSvF7SD*GTd0UnRlr
zs!{e+=AB8uRDbruxwxVM-5v(j)ftSe80prpyMKL$*iJ=J6|FxtJ8E3gZ}9gKmmj)u
z3w~XmF?n7OzpIO<FC4dH-_6Ql18!=?h{M{RICkezSzXNHrP*%>hHmTKyI9Sjlg{I_
zFOpw*X};=Lee|1Z^NPGo<B8GhPPu)FZL8vMa7}AT56^BA15ef5cgLP2Z1p@`+r9W$
z-6F?+P8~Si3?9v>KBhT7qHa-f+8&S^X<ZPQy71n$Tbp?kzh><{V!caEE6Gn{Wqk6}
zH0R8MD3?WRJMU|o*|&9VE5Wm4o<<wy=NtCcPbkoxWSltcMW;ivhbn*OIY|aTvGsZ$
z`O#|Jq0`6bI0wwymL53QTxQ*MyFtX)tk#PbzgXn?(9J)98^^Dgwq3Y#O6z$^a}2Ib
z(CmBu$8Gc3!+S27mh4!oqq1l32w_fk*FLLysyrGrcu6bSL+Oa~J(My`Dth-x&AR7g
zGv=46F!4qFscg3{cY01v)QgaOepxft*5cKhs8y27yQU3Fjn&EO+iUF@HIt8`Jz?V#
zII2CSO4<uQmwL^}&b9jM_`0&B-tDFNA3L4X)R~)lUDGEc&r-R?`|uNGSuNt{^4x@j
zG(S!K>vYh*w;DlTOnj0bOg->r$EQ0o)8Op4;ifI^-X3)Ge75LF2lM1mCvR!Z;L-Jx
z1wDYK%E`<ADp!5_c?IVPZtEOhvS;P6xEU6<+360;J&UYsO>TQwZa$eb<V8evovHhn
z7Xw#5vbPmaEx-7B)l}E8G+$GZ*Xyzm!`oNg+mpQ7^^R->XGjl?`VOBLC#H`Hs!dMn
zbVTHt8=_SC+u-8R%}*B}H1hv3JXIVLu6*HRl6cp&78h1+n7=yoyK7F)<Kh#ZI~_~+
zTpZgY>P4E{i(Vp^sj*ugUyZZAZW`j?wCYpXkHDErHIAezWp>roQSRQ(de!;jWoxFK
zF?+ZpY*pEsa_yO&ZB86qwP3p0_RMz82c(|6=cejAUa61LfzKDaYIb;kbzh~^r4!9A
zSJlrLt9nitf9lC)kIp8aBd@hzaIZLY*g5A{PsT3o%NyOTba?Fq^WqI{f9)CM|52wR
zKPDm1bCRag>N$NM2Y$6Na&r>Q?yK2j>xU^p>s)ppn5OwPoPT)YsI|_sCZB2_oROqd
zy3T3Fp5Jb^eam}VO?a=|#y{T9-p`<K$)3#hT6c#B70fyw6!axBE|e4U+j`}*kjj$V
zcY986EBoeP+P-_zZ*PsocT9d<G+EGm`26PM^+tTlSdy#mns-WRxOp$l6}`vHWF5Pu
zK+Ncr^3gKZeq`WB=hUYq&Q9JT%f(&xq;Ze5dLwO@YcessrFr-7cAXbqN?BK+GJUsa
z|Mm|z9`)J&bnc<<?Ml^+GsEKQ!j7%m<L30`lEL@X{1x3gB?p`}{V-r&OybKirspRW
zs-N@=u1NBnUE$Pg(gOd|e7kd3+gKkPv$3w^=hvdT0p_bF@BL<_Zy7klPw&RhYoFQ%
zz07<VZXa?s<oFlA(3+6Cej{IcZma7#W!U9T;v-j-q=%ZFnUU;c*RA)kI9tCA^Cf#F
z_mp>Ki0-?swsh`0L~#B<lxC{uGq0Zy5}uuTu}+du@qJC=c)M*6^>jM&)C#U%Qa`)>
zqGZ^mCz9i(wm}cCbsB!UTiN}rUM5|0i(Mm@Jk`w#+%m^yl2yVT*^F0hcUqqduG(`Y
zCFSR7>%h2kIW?_!cHFJyYFldKY&&nzJ=1nYX^|;@g&f(Ei3^r^x^DB`6&SzysEKYZ
zFRri8oG;a%P7W*Ev2{+~zS~oN3lq01PcAJ=i{Lf?G*fe4%jP|P*n}Uc&@)NoS(;hf
z)y_Iwwe4cYrxsg$C#U7Lb7?-Y=hp8>Zw@*T6_H#Kzdfhx&Yb3wS(ew|PwUou>c;wJ
zNu^0)Im@GWMLeyY9O<!k?8qGP)|29Fv)Pt?QfBW@7aDsxeb{%*dhfWWKbNgDHraJ7
zFMCzXOG8^td3P}+`kq7>kS{oLZ~sq!j|&@8-z`hj|1qP?K3TPM_U8FQlbYm!#}7jL
z^yx0^9UeR9T=(*J2fLWN+q^y3rA?C8;7d0H#JirCmuTqc3gS!m`Q7sT6lyYU&H2pW
zafeo4=p~wHUz{FzZ&9X}>%JCiBCYb84efQLB>&isuaWm>q*=Z?wpjFgzFl~7|KVoM
zUwZd^J0&*qr0Vwd&+gASyK=5cValOdXO5eWzwgVxYrH%D<mFL8>FWeBgEz<A(pmql
zeckXK;X}@qAL5<Un|m>H%QwRl*EM7*_NT(a?v4&$Y@ReZ=uqX65jr!*bFYlhxqk4`
z3XPG$7ms%Gvi#oLHhyl(@p9?<t26w&1oh@_-P5gfV(p}prw-hDHS<{8S^L6cCRudb
z9DgKEsp}<+S(&|BzEY}~IH=6rW`9)oL5o}c%>Fb#*v%_sZ&j~8yEN}>t=YVN&yrJi
zVeck98#!fU@wo-(_$QU7<_#Ks^Q~z;?<j}oRb{biVIAMcWoA}ui|!#?UmLfbameWI
z=bNiSo_RlCJMlr@MvdD)7XCc+En)5L?$?6%_Fv)Pv-{%3JCa^0>1`fw3UEle92Q|{
z8fY@4rRFE4<msKIqO-9|?>?Hno5aak)8C=*<`V7bk1KyZc-q?bWAjfFUVmtD;acVK
z`oNAqMs1jXz-`DCE&h5zn|sqvuI}#rV4>ZiLDz1au2AZ+EY00^7)QyN7c)dTWjNR2
zjPIA<yvxC%)7p&BU!7SN95U~h=WegquY!V4f^dx=f`Zd&Cua8yx=|KAv*Ksjkk@UO
z4Sq6q<h7*slay-9E1n+>wv8&TUF+!cY3s(|WRD<8<Q|!pmVbfm`(Hhkg&wC1y0?6&
z{s1I|?9+N|OAe2|Yj?Zupnb~^Ib(OvTkqHU=oP8HccE%xpPj>Uwp88uxFyE((Pm$z
z(@RdSef-RI;m>q|aI>rO&au6^Cl!Uy`ZCP;v8hL#V94QV1w&6QuJ5usYEFLAi-@?^
z-Ma1zyO3}CapRCSce<~0O!OFdb$6(7zpqCgiTe7UD=6GEyT0C_Y)6L$zv`bV@7uh3
zk<o1Rf)zQ_y0%+ty5ZtTORu)8Z)L=LJv{v>^i^QNO}$IO*DXvXd)?ZH9??kf(^$A_
zwe6LU>l0U9YJJE{M_tC<uBRGqY5!qFebCBszdV_1U-hlwANJp0?)z5bqFX!D_!&N-
zrsA<P7bI21x3Rt(ns%mSQ|ac~uBFo??{{_$E|r+XPa2uLyWIjkwW%5F40Z-Ah`Y9|
zc+xL#y?MuXFW=uWdA8A&!;z)h>wI4gDpK~C8amxRKf`WkrB+6UeeuiKxaZ5Km$%uy
zW}`~^SmT)^t*p8)I2~m6E=2V1WA84T$C~ynGMOAT*ksazwqA3NuR5OIJFx1IL6t`3
zZtomtvmPPqW&V4@Oj>6bE!^)}95BA)C7J1`((NynL>)VJ|IFEh(>_Pfdiamu<z1Dv
zx1ZkboAyD{6KB1vGSogTj_n$=dW*%iy@?mf^V=>OQRDxmS^bsKU)+iuwSHZhcYov<
z$<IjM39BuqZs(i5`EurU#=u*rVj?H2&H1(d<;AG&dkt@8MD0^Iv5bqI`#J4a&$0_w
zBZk%}tGBIp5=X7i{Mx4`>b%v2$f`B<4aon*jtmNJ?O&js=Q%HEecR%xvY4el!s<!Q
z>S_5OuZ}gEzph0M_sChm%QKH3)VA!mky))?tNMQ}|MLaO|BU=^%KwZ+@;}X{wZD;X
zGPKBiOId42XO&TfeX?@W{K^(i<CXMz7uTou?k}V9d%EdePU+gF+vMgQ`zxyj3^qS<
zS7Suybp`g5RyI33A!%xI;=THI?RHKoYh;^(k2byN#c_q*06x9*C8zRZ$fvfy=-mK%
zEgh|HGb%rZI4P5<HGH*9CmUl8yPMRG!XIhSEp(dy;cfsfG5wtXmdcMI$l0)^Z&LYb
zQu*P)fw4%vM})K}@cHHF*jY-+fgCzZBlx~1l^-}hi$3|CSOlGN&svVgu<hWWErO9l
zc!^#PeIT#gDgGjY(1-C-2s-1QM(}S&u?HW-OVZGX@RBs-pl=F6XWcUjR!u5DaPTrd
zvb;&<ha)0NI>g_QN)Ym2a@aG4V1J_#;$s9MzZnGk7=_^941$l9rx5&`M#!P^1R=i}
z1lJFR;NLVt+6>XlA-~aGxYYQ#e1Z@@41zgO2>wkYgabiXZYVd>ekg?Dh7rtxLKtoc
zAsh(8a>EGbKp_k_gkTO-FUxX62<AW`gbzxO5yXK;7;Xr`94Lh4h7rVpMlc^bH{2i4
z2*VAf!5k=r<%SW&fkqf^2qAokUJlC*A%qV>SZ)}>d?<wBh7iJsAS^eGU_KPWaKi}V
zK#fi;H-r#ABn`_ABbX0`Fx(JAI1s%YmK#C{2ZFHNFoHQy2*V8_gabiXZWzHFD1_mL
z5zL1|7;Xq590<a4!wBX;Aq+Q!5Dr8yhvkM4!hs+xH;iBo6vA*r2;o2wmK#Pe2MS@h
zVFYua5QZB<2nT|&+%SSUPzb{fA%p|b%VD`8gm54T%MBx#1BEc$5JET*gyn`2%z;7}
zZWzHFD1_mL5W;~VEH{i`4iv(0LkQtO^m15k2q7E@!g9k1=0G6~H-r!l1Yx;h1aqJe
zh8spO2MS@hA%t)s2+Iv4m;;3{+z>)I(6JE94q=1^jj{YNhIud;!w_MF35~HFF^0J?
z7{d}{m<@w5JP}6t&=|`UW0(<xF<cSWr1I0G@`IIi$mB^*=>|!3Q7Smt?VD77M2boz
z#`v06A|Y3(N#Tw_#Gt6@Q&$+3yQY;$*tEDaVA7HxP7X!g0gIvzKrUx8F`}P~y8t;<
z{@RC{K(INJ2?d>&OqW?y{+d>8VNviLtchd<;T^5of_@{ml;>cC*o8*eE3hE834<_K
z$UX*qq_;$4U=gelgRTL^7GN;u3iufaMQkeeie^ryA-qX$z!JU&VN;>5u}S5J8d{oE
zevr->r7lGLiCiHsm%pYxOb$f@E|V7iZb)CDwDQ+<+hWt2ff&ztYXgp(Oocw^ivE{6
z@Jh_FaaEB&D;~Z*7lRwavFP?(8*M(^E(T?Ju4En@Yb(&h>NR6+R8YofZP-}`>I5=p
zU-TG5^cekdO)5W4DnIPE#(X36aa5DaPm{_IIt#Z+<)=yI2MLlisr;aW;^A8{1vR)P
zl^;E$CY2vu1HMS4XDH%u;TwBo4<ms<kGKn588)f>uoi)DQx)tZYM?nasr*pRBW%Dp
z|A)P|0IRBL-^HZ_L`f+nwlqj?x}`xnBqTSzY1lN9l7c8DDOhxebfX{&f)XMfDjiDq
zf9;JZzMsCI=Xc)kJLmi_y<DudW=%Y6=2_3op1J3_ffa59hw?EA5`!!h<^ZvSnt<$`
zKnj0Ye&D-$|FHc0Vfp#P^1}{z1>pL_^25l%|A*zr$;sY{ksDA5Fc&a0#0-KtL+nf;
zPNpC;_!Af-2RAD_2OkIg5%2(HVsA%jYG!9*27=l-n>hhJHjtEqn-j#~$_VCW1?HA)
zfHYjdJQFXVU_f?eW(aS8>Iml+h%CfROkA88fvV>Ra{}ogCLSPlXNa?zt(l!O2;vM9
zVg$z0+??=1lclq>g8&<wo0}UWH;{k_E+VUmnH|jKNH9)*KrmJd`y(j<<RgPC8w~2;
zz;@(I17gCaPA3L9QTSPJ$p_*B#^_%s#|*VN{;>S~Vfg`Yq<>g`;FHDnc4qKVqb*<?
z;LgD~{;>SmIqNYV&6t0iU_a)90{>z80Uxa~*g&nnntM4F6+m;~s>2UhXpl6ZOi(*h
zs4LXe1?V9_Zct~-zgXpOwaEpn^8I1?IpO~m-tPjvtv$%j1?Z3gx@0bXZXTd_WcjgM
zJFY;E6Y9tSwX*<O+S>wdrGOT&2mJ0jfgms#6y|JZ3bFy319;4+@qLE>8*>%M5e)#M
zT^Y<FCQuuwGt>;m3XjYNAosZeDFD9R@5@d6U{+x97t9CjFaWc%^YZ|`F7QK?frH~X
z#Se>9{Cupu{9rIQ=wvy%3?MNFha-!_4tGar?+&#E1_m}BfKxV3&>xncKP*3p{`n8f
z58SQ-1_1aa`!gd7_|oJ1!}9Zo<>wE}&mWebAA0vcEI(g=;GL+5qtPa?F%bch`NQ(_
zhvf$`zWrge`iJEQ@!bH^a)|REmLHI<*&mi4eqQ(*!XK8OKP*4Mk9p8BivkBfH;4h4
zqW{D4^TX`SF?G!!mLGdN7zoZP3Fm+UW(c_vYeFaIppL8R56jQ@dAV<O@`vRIKC1}V
zof8wJe^`G0u>5@6_i+5FaBu)Sc)l~19`{e|@HJ<6{{#Xi)H(QoAuap~90|Y=23D7k
zdM-ChGrJ#W*1qM+&IQbFf8#*~mcyNoQu84u<ZNt!dG)WHxvU@!Kuzr(9PD9;X?A^$
ztN$Y8(Nz8MuTLQ1NlAb?dvlPfnaS4zfC+Ik2n@*I6bgeF!zbiDj%?@8GX9ap7Xq?4
zF|BR}%&9wpzD~3wmiFu&?46vU_IAKB1IQ9;VaehIg;^g}z={1K66yfzTU|ow`!<xX
zKd0f7`21jgPJUi)KEUq+4==Df0B~Lay9POd6???y6fg)_5BR=X04yr<^YHTk6WXl2
z05uh`Y=HRrEoQ;U4!k7`{4WIl$JELNeu6n8!Vw|xKcH_{@T!2{K;eJjRr2jIP;2mM
zQa)h)3Gy{L3-GdBe^`G0u>AaYSbn$wlknX!)&D**%>OGaKO8^skpNV<PU;R205JsS
zI`%&H1IY=nLi_{E53on}CnP6`q{ptqev{+`k@InyU$gum3OtVXOO_w-NoQ^U`;7@y
z#xdiIx{I;1hl3di@ayJe3s9JRbzuhP;Q1Aw$v?pI6Ld!`{3bhY(DF7Rj0@d_&c)eD
zze1Oxj2Jew0ebZOCaWdH_uWAY9e-J`czok4c8{^Ck1b(&IoxGfGw%0X&s+@5IUQIn
za3;VoYO!{@1S5hXu-3?or`+i6GgQml*V2pcJ@tiH%0ziXjU4vL<+K!TX_l5eCwF?h
zrBwdPg(TUUzRT|LifW9^tnd#1THTuPUNmUdJiAV5k%?&&n~7&HR9thLX|B5?-VcXh
zFR&)$P+VdAZDz7b5DB|Pw>thBTclcsHa-*B^2SJ}ul@Z>Bz&st&|f&(1H;|v9k=jz
zJ|Ld2E%1Mi4+z*+{9UjgJOBcNk)yBTqz6D?!TiTh1#V!z5*mH?0EkF>{I<XOsUUJb
zPV+aP%1Mj%>rdsR0r)3A6+|`t9U&GU`+x9L(N_`!2(fT$rwP3juv--eEo=J+#UIus
z=q`#q3q@z45g+TL<WXHwAu>0za5YyBeqwgJ+oRFt25;MKzmn5PF593pA~bcUyT;`_
z#k!4{@pAbeNv2waW|c8T8qs}u5@*<&t?wCprR(ui1)|#SEWeFN+7~EY7u|&A1J5?s
zxx5jUB(X43y`gKw1{<ouPO_+a3qp<ey<G<z3cDHXbCF05Mq3$ey>+0hkb8C;X@Hy`
z^sCR{B<a(S+IDP%Pih-5l>0&3IN=uXU$yNdmECV@8zSd_uWg6|kE8uk+kg$J-@l=M
zMB9#8w|-%mIe5VTNo~7b3}_ok;HJ>?+ve;Cau*ff-C{XE_}u2{&Cpvn&q&X}*3Ttt
zTRtQk{(ML_M$RJtCAyoho9>;$1a(yWU53?*J?<qR76j`|+QW>D1nDZA9Hgk^!(=ad
z541!sP!QUYw|d%oFvk&v7OXe7TXap~wgfJw2(E<G-Ov%Feyea%ma&(zSYIU2LyWMF
zX{kN&p7>=^zcGUcg!k%@h|@S=ztAn<XVv#s_(8Wge`d)5M`u6k)=w=NBI&UL{H|`D
z^alECOUC(ImW=bCwq%HE`a4VZN4H?kPG%5b9Q3_I13aDlO1FMyw*Y@2Kj;<!Uj2#P
z;`|@jEkw@8`uJ<zLKJu$?S$Qe`%?gO0JyoIhy$#pe1FG(!ipg(?e8>=?>}k9Z0~$0
zkz8yV)XrUWnLK@S(bygqa)}9Bqo_I6+MX{L-SMJ-VBqp02wft8Yg*;{xcvJPH{w7p
z^gy9Hd`vd{6!VN?8a^i#BdY+c1pzA}NJo{1nv9Xaq?xN#O`C@5Y6?mv4u&bo0cO)x
z-&v_=fuX*ilifTbVmVhX%+<WvD9V#Kw`TV``ARWg)ETaxtBa_8m1lzS&MfPz%$ZO{
zwc|=)4&f->BmIKpfhSJ%3(Lm!OUnjKZX7Av$zGG|FP071$MCb}KFJySo0bic^RZg}
zjrRS*vi+_0{nK_1QE7jxeH{P6J`}Ef0atK?mv_$}z7eimN_afaT@1<!_j-km$9S44
zs~ff+oKErVu0N^y)&Y*WeNepVg*z0UIR|edh{dD*@6r-CxnnJFnY=V`M?Z(6i;*;5
zte%H_=Bas$<0)M%`o)l(dK_h_VZ*6>6hXBQ_JMw+hpWrt&ug0u@2}RyTyJ7b7mUnl
zDl13((3wi)uL^l~y7<;@9n91bW=p{juj%98riaQED~p(T7{{h--ayI&iv!e^fW7-y
z)5rBo)5rBQ)5rZ6)5rZ&(}zfUtVqA9e2AQn)BIZb5CtAb`%Tlw{ZE@dM5X<$^8IH`
zpCZ<g@?9Q%?By_`s`bv=SWJa@^B%dl##s%Ohhu%B9d{&jirHJvF0Y=g;p_-g54+)~
zH+r{XH5fM&^yG6Qqfi1Y0o>P^QWqG^NXjx%rABk(%oC04QX&d1d8Q=upLmFdhw1&w
z{bT}$MREPO4_z92sLrmjITR~Zq{<`ZPHqg(5xp9S8`pyEokxB6HdOM-y0pq#?t}R#
zovsL2vbdCZ)d!|pUyfJ!Ee0Qm#7%yoeZao1@14>QgF5b?nLh5nm_ESo)=x|yBI&V;
z{I2%>-k=Uq;BnT!t9}2p=|fc7-)i3<)Au{3kNcOVkNan)kLNF@kLRbR50Ug(Lw-~F
z5IG;G`L*do6nGr%H<gd)pEiAnO8Z;o`(yfk%k=U5()98C%=7_n-HwKW(!h!!Fw+g}
z&-sbzLnJ*`k>Az6-!pxP0*|x)UG4j)O&_At{#N_`n7-dJeLTN3eLO!ieE=WB56Z{;
zQ`3h?daNP8seFi>kJG?SAA+(5-oi3~!@zGtP#JYF=-bc}?xPT~SaKAN3xrq(JG$Wp
zfq(j8AS6C62hiSQY8!+H!sAz#27`cw;;(PY3Hm-g33&DR`o?V1KncJ2g$-;-|2~-c
zMjFq<{j1+0|3VsXKgAb)kSfZt=UhY_MiuQzPDUh~ndxOw%-JK@Zsaf^!hBx0_$iCL
z$SWn*Rn86UebFUKJHoMBvFU3arz*l1wOLEFyIOLLqhdEZ_n)sX>UU_Og!lP|Tyt~W
zr>K8_miXPWv1Z9`8&-j2N_sS{9F3Z5LyflSt6kqLI*;xr2-0|~tqL^VgX#S={qQHT
zs;Tsln6yVVp(Fhx4i^TJdm!zvvY0(uiCkRN>KZtLM@LB|mhBoEWZ!dMc=cw0?=8we
zL+%J#$V2UWp$YH17?pLr9NnV62o(eT>sOrxF<rO!v+vwf@tvclxqUM~3vt;(`|Xl|
zo(sGDk;rxNef_jD1xqrUk2@ro>zN`_bFHdhW5;CLk@el$v4jWfNKYAEo_kE&o3`_W
z^jjt|AC5E0z5`IkOE<grzIrJeGN;wryq&URBP=ibI$zS)HJYrx41fLoRT|>-xS1}c
z=$FlMy%zM0F~h*=vYcs>4uV#`u^fo={ARP!<nNKKhh6)DLH;}WJDgtrJ2O1p9X^}D
z@0{qCm;m)Uf-Ro<2P%0E{@1_3$xcR*>`VRwQ9Mmx=R`4n$k#s{_|2bIw8H@M`HsPH
zfc*WNP~S=6BYq%jZ_CsDLE7u$0KYw)Egr#R|2<Vl(%kQ5xA|MyDX>ibR(5@I*yNW=
zz|ArVDIJ$+G&H42FymwRV*@+d$&{MS%>rY)`4d}mtb`xFyuyTRrV<M0iRXF}c;(f<
zC5wM{=_YQhL82Y)8ftVI3G6PRhPH(nBbBc|%L^poM7w1AfLrr<D=m%fYw8m<H8Hc9
z&2H||vv0iHT*3RMW}fpVW;^XKJ2Ku3UHJsQQ>#-BUQaa5sNK8@u*75CC>)?qWc*y`
zG!`>UHFkLmV2NL?iw0QayEkw7C}+rf7cS5zz9;h1HO28#YhA%}|I$1vgvYCCHO+3?
zCP#>#+Uu3Uk4@^N#`)@!j8aYlz!T5uA@(9BhKWZgdsD#x-|6EM5^9l)!TH0NtzZo)
zVEp-QM_lyOw5^X1qhwjD`fN#Lq0CcQK9?+Mc&H{pB0{1oSYp&jv5BHY8PXV51kG03
zH=L*}DYwP<BPQpE1S9GB_3lsVH8c>o2TWZq7Sah?GxaFJ_bd_O5A!PVF{NFTtZLr`
zQLEm7-!JH33hQj7JQLPQb40D8pJ&5{HWHD4qm1Vyr;BjHL9oYjk~2ko0WM#~cy>8g
zvcD7?zQdwCC*0#W%z)!4S}wcuiDE>CX)}!4yV>%fz?A?!fhwAr*vvGNd^w&hDc-D^
zs82$d6YqUXEAQr@ycUWxXUL;4k@FwfpH-=)TF3Dw@64I+-|2D4dzUxYzmQo_a>qXT
zp{M2Gr>$n6yvX%N3WI^&YTb7sW~`4(WE&&par5WoH!{r!wDe1jMahyBd%Wu+9;bvq
z`e5UnniFz|;5PKqB;U2ETM2FMlJkuzX<x3MlPzj)QxDBj;JA$GCgg?HZ@1I(<!Y<y
zS&DLZOoh8-(lYa<TwzW<)3&Qym8dzdkk4N44XM`cgA`JQ;a@?eCSB^@_;?MkO~@F_
z>@eO!BDnQ3Pl@D%X0Dg35hJ2gcw9A5-SQ5!ccpcOyWSU*TBd}UY_<GY@m(9LE5T{0
zY(&f@hho?DD^g?<&zGA-+&?HEmx@Kwt@0}oFOnjYbDt#rpbWwZyup0lBT}SptHnb5
za&!6ilSedIfdGYf!WAe*(<j%@{4~q&Uf0v%eyKQ(QrVE}$B5&oi9B9bb~}{GVL~k;
z%QJ}6z;lY>tr0SEUYN3^h;c8m4+UOIZrf`4tuj4feCR|B33@z(ybCa^)GGL~msVl(
z(dad5`j-%C8s%)^;uy&rk@ul?d1qcJkv=c1>LoQEOLr>F5A7PcGr;(GGJ^c_o{)_4
zb-LG@r?yth`TO&%c3B<BY)~;%t~XGaar%F{!#&GQtt{&!k)_y{hxv33>miY(%5_{y
zcNEtkVK`^}%s0+>*Atxa8AqJ)-Q{HI4?f5rh%4_!kjgH(SHn5up<g-UNee%F0i5w!
zJ#fzWh!dRgRL7k0<x-xK3zKRD(Y}{b{3u;o5uEYl2+nu~fHVH~eNKQgo>Xw#8o?Ql
z32?@1x%p&NktXHbe7Y~x6Dwt)Vm)S2vKA4=uT<NlAxq1O2_m7$NGiU2k^M~gJ0;YE
z=D5r%hiKMzYHA_(TbIn~`Q^ThO|e!jZViples1M@W?G0B6A|_qb{nHz&R3XU2t<D$
zgpO0-GzQVr8KE37%rWU%M-obv^2o++{=!C|3^lI(tZ)IlM}jnC!kDK+r0tf*JI%;1
z9u#WS(y30V!NvVp2K_JaTkx1EK3qwAe`ozb1;@pW>~4mH?_58M;Ko8ctupnDUwYR=
z!>d_0K`)3@uhgnvsIl#*92lyecWhBFp1{b%X*0j}bP?-flH$7?PjjlNb%*xFQ_s{G
z8udkyS8!i8DKEsiTojtWvy}TZT5L8w38gtRUAAdzp2z7*3<K*H%>ap0Nd#8h5|LiR
zb1>a$hOU=f5ILO$H*E*QOkO8Jsg5c9O>rv!#Mz;8Lnj4(+_^6K0abB)bOWQdkk(~@
z9@lWww!s53@2TCybCvsEG)oe?W$%^KEsEpaZdTJ9COE^Qy&>mzG3KpxZs?WtbUR;6
zUzDo57?aDNg<bS2+~h-<u2u;5(B`f>)?UCPbUhUl)<%8<ZO?V_I|KQHy*8!KI(1YV
zT`@A;aqeR8FWs=mOhLj4O75tL6Q_{iz)Fe>df#SN)-f(0R=7~a_8Mt!m0qlt2NO-+
zi5JsGi`<B}V@F1l5_>%5+)i&nL2%E*R(l9{R#S~@5oCWF+$2u^$b*A@1@{A4NA6u;
z2NUcJmJ6knA#y0IQ5q;TukkRL8bvm*+`yuKhc5isgj&Eg>)bLf-GHg3k1DI`CqC7I
z^9@fkSni|f<tz_*lBl31JkBJ(U!5=G-8iH1C@A}jpVJ)8sR6WRu)u`FCv4N@qQy9#
z1ObNu>_t&K|MthE^|EU#gbq0-B@qwJeBHT8;<Q$1LZv6a+>eH#p7L}R&ax9Amvnp-
zD}m?#9__+1S6rWj@7vF!YndqKC>W7ePn$PeY$C4Z#&cBN?6T|0AMCks(;||oAnZa+
znZh;qTmn*J!>eHC`@4EfF`+>jg8dt@s8JW_a$G?cr(B+<z84gCd8~5j4f3M2hTB~R
z>kjS&)I)DfIia|Oxr(-_gZcUS>1m6P=%h&``MtTYm+WCOl5bi&*hBEr3PQ{q8v1E8
zbLVS(Yr?|$Mbser)61f(CWo*MN2JBV%0QB_LdrMT-M4NYID(g_ti6NPZZBIur%9b;
z8Bn(BlvU^2R<fW;4CIhuL+bCFjUKt*&2~4TmZnQhe@f5zbO7dVx$e54;)f842G!9^
z59)PDWEkJ5x-PVU#gJGt5>QvfI;ohYI}NIaX?IK2&OIHQ?Cncio)hjsdSd)3vade(
z#T!GBu}a#RGXHcj^6K~8GYcQ(X41DNRQj`H5S;Ofd?lS?Ce7~w&iF7mXFMT-Grru4
z^3qfWlq*#vSNC3#vP<<Pg{PX>!;r@2t0npUm1o`|IO9i}K9n%K%+`i}3T6OX988AD
ztZcii_U0*%e^6mJIe3M?fgFDJnOcpxPn4v9(`;f`nQJ%FV~vI#o%2^Dylo=F7%4!;
z40=f^r-(Xq;<rDf;+>l6wH8Vs4?g|)Li2JJzuj~!tw?fFn~{LaHUVsPgDvOk4w0zj
z+114eaAKV~X~7FivgmQ0O^h6iHOxr|B*IpeshoOqsl2`O`*V${xlJlO!Z`kyn?G<1
zGQT~ox8Mvi8byC4!rC~C2Gca5dW%h{s7rr!Np*9yC*$flsh#roHp1^r&=p4GIUS@7
zJTuBWGY79cNkZSzZ1u%oqYTb}@FGPubUjEN!){lll;9r3+!GCzySIr;K8LFR;{}b2
z%ImM#Gx-%;Gjf~{7ejC!oO6jMF<934c%^Ce7PWZd?EC7^19|?XH<#IGByQ#~CGmIR
z1!U>D@9|ddkk4cHt><Ql7Y$}Hj^PbYcdZmCSnb9cG`?Bxm>gaw&nsyA<SvexM<w3M
z_^C6O^rA^xOOCBi_RTLu`ed3zsV?-|cg6J8CNW!61eU6%kR@z}9%r_kT{F5*iyLeS
z5h&755bqEs))UgaY?_}P@}eFiEr3uAP4`wPJ#8#wEp9hwI9A>Cc)3i`l`C_v<uAQ8
zB4hU4?8m|y&poui_Q6lLg*ACGiKuDnx^{;jx_4^kO~H-(_s?r15okQD@6n<X2vKN6
z=l0jN$WAlgv(ePWzofFT(D*34rkWom=FI|bRhA@M4vc1%<~DxVa=6$vWGk{)#?fX)
zD6X_BZm5ruJ4JKn{Msrdz@k_D7HhA2CeO;E6Z+72jArM)_RP=qVtdvRG`y`$S}-=2
z&M9glOB>M+b0K9`TYazR^IFd{)xOs6ex)A^F{Ovm6*KI|<~jlN$DHx#KXS%Pln&0>
z8rf)l<BWIt#u?9xS2Lm+Vui-2O#YQK{<=X19l#ksfZ&YJ!3H?vDQksS!;d)QJD1jp
zI9m0W>r?g89U=yJYdmw3H1(NHFmaT;_s$TLKwi2qyiF^h6j>Az3w&{&>2S?P#$x?b
zfQ_LZrRp>{^T<0FH*c7iTjx~6>fzSs>!oXLmTx}?y?`9hGH{}0Jym0=$?5KH%6olU
z0hQ#!>AE+VHq_o3GhF=-sbb_k8Nj*ab*5eW+4@5tN&0m}8{9pe&7h0TUrtf0+77?^
z%n|cWF_U*_QL!#ZshY%iw>;pQC!c?a`1bI^hDwcDLS#v)&FpNC$Ll%4$%*r??~l&d
z&*uo+5t7pta5OYc-V_Yei4*A4j!VE?OAK-xYVNBjih3_WD|CgMQ@%n;;B~uZ>OCKl
zj$7pgZu_597ArbmzBX6=l(Co8(}6;_?m9G<;OEMW_xThO{hGFS&N|aEXS^KcI*W(@
zD>MdguJ=4_chMLi8m}wplJ8O+WPgI0lc?KVKo5lSQzW5Zv%Dg8fbt|~dJc`3&UFvE
z$w`>OO|(zarqTKd7YoX7n<sFgPv&On>0s75B_<7Jui6LH*lwBDoa~cVmamGb^DpaD
zIcwh@CL`6HQ5AGA%RDBH7pl;pm&8?W?Q>YoeF;&Y79K20=$WZmXeLK$P!kXfl$MIT
z?0>h~^=&wFd{6s1`%QP%dlM=a)8%>nsci(@iI;_5ztC{xZIOn~>&0Uy(JL6!F%@aM
zTb)j5H&RNg=!;;BEiZA|DPIq7zcVzK9lU^n=Dzv@WM9o3;qv0f@V)YC?zKs5L-M3+
zHG?pkMWWS+sn?|QSQ?r03@z^9_R5Yg3|-?5kKbelU|kGqa@m+9%!r-#7hX%y9f|Gh
zvBsWTrM_yGLr`b2?pQ2vWqaL`pS6x|ZL4^SB}f~V^e$_1P0c%q&FgG=Kyp^km2A{}
z6|FhLTXD3)2dz$uFYp&l^seS4d@y}Z^I%5tCH@A<7G0JWctTE+ySj}1^W_zVVLOY8
za#!Lxp()kOP_Fh#Q#ytR3vmYgZ#TMnHpwjFFA}Jq>a)R*RT$k5;Xi|1nqe<Kyx&$9
z1vz(-Mn~^jz#@%yqCs6{GG5_(1ZjL5ihjqM;70kEWoh$pW5GAL;srd)25Hkp5!W&?
z+-W{ms!h-BH>EtB(j>)&(yPSXVkoV8O2c4C%w&knVQ_Y0AwfY|PLI-3xzkqV>C&4>
z)N<CM>o<INGX)=@2SiW{t8deWdBlqOMc%qrHm+LdW@e=pp`femaLF=EGaW_T?_5ik
zQ&IKJ=4<mCOCg`1zA6>xOVT`VUXe`QqP05gNXn+}t(UQR(;y?MpGXtyF#))STGPVI
zmB<0TDQ00o2*Dcfz3n-tIh50~fAAP!jgO6T&HBa~?~>E;`2vD9{xnLz4V*Pz9$<~1
z+rnSg>exxYbGrL>xX^RXdeX9k=(?gH!38^;ITH0b!9sO#j{cn;&;zsx+h?QP$uVwB
z>YPx`BAr-Blz>6}dd|)JBZ@7ts$#cu45HS%L?5~j@Z7(?9|BboyOa|z=xr{nhSv1H
zd1Ib0pGKQ=GZSTLeK4a1tzvMw@6F-i*`ZH(LVLc8K{HRN#%>d#b3brA|6JS%hh|y1
z=X$^-n0-2$+tzE4Ti>Njy>P@)O<8+}RDvQWBtAEU;*oKm{ca0~aYdu^?I06u+Mf3r
zT~Mr%=>{d-gZwIs{wCG;@|1BDYhp{IHM%p93aeN1?U$OH<@=^36RM}*_kN1iSYF6f
zxpRhd?8(X#ik+7FwHN^yQkN9+8Er>%b!?ncZHI<HHyEDRD!z@kN?-N1l%j^Rqw_v1
zso@i`k8*8Er|YlR(j%Q771*qQ_TfTofXs?sgoYnmbL)<oXHnzhd;+G1Qbxmf2?@+|
zvn10H0ij8QW_j&-PpKPyeGhtg7vH#5ZkTdX5L8#zyl#q|^E?~cwkh5B@?$xL=SR=c
ze$HGZ9DV(CYkOhn&~>(+@koL9YrEc}DI*Bh_;R5Qf7-$Q*Nh~Dj4`()l-(vW3AS!*
zO$;I(_y&!3wKmAE_&$H)8{E8r1u;rvFiXq~dNyX=6fA$wj1()8rh0|4&I5;90(#FM
zM~dG)g`KT#*ybL`fLqX^<`xbg{y~!ycHv)H<Gm?gf9A>uj})G=39ug=hqK0`B3R>%
z`dR~FS^TYy<w^UDeuqeW$h5{b1bc%h4H!P3CtQ;_>=ZchGUbr158_lB<eLtCDb-$6
zM?pKs80UL;`L`e`f^Y5)bD>eTWw^JT@fBq~P~O*3N^rP#g)O0$i&({N=JwFxyBRGZ
z<tk76<%`}=uGmCI1UT`&Y-GYHMgFp0Sp2e6>o807^m34NA~Snxm#y=@kYFh@3pMM*
zM`@+blNR)at!F{EkUWws%u+(5^(U+qE@k15sRRu^kd?o0(okF|lZ~1he2MlAj81^V
ze2fn(S%T~d!D5t{l>eFMiB)lTT`u(}4u+uJ|9q8Svrrhx%Pv?QDF{rxd(QR{8A_lT
z{fk9<-XB-00Jp4m&M*)IBQUT19qP{ab<qj|br)9$0eeZ*L2T+k94!#ACUXJ-4^UmP
za)5!^d>&3dU;`Zo;OmVC@HxlL4utUVvvTrsv+D!NG(Ze8P<tl}s69y82?m9irh(YR
zAZBN0?+n~YfOG+u?!Z3~J1ZZs(HA(u@8D@wK;Mv4(jYD%;5*RP$;?c{%pIOy5yT)V
z0A}al1jt>vIk*5xxG%GF(6h7C!^={F*a90SB<yYBUSolKNp%o|Ik5C501|V8LTs2}
z5IYzP%*+XD4gy?ZIXDY~oPlgvAU047I{_Orb7w(4I}`ZU6ai|uRP5~VOeMwOJPuz)
zMaT<svN$?xn0!6EeLX9H*bpTtY5;2@@H86c@GR6MKny~n?zT1{S2Lhm?Cpf9fTvU-
zz-6wzDX<MtnChB_Gz%Y<sEClUy{QMt-5eqyrXr_#99hi7$=(>^EC2`%PX=UU2NS0H
z?gy9Ejgu9qbv6!QdmWp*rL(OK72vYh!^TXQ3jX>m<`BS5o`=9!(F74;FsP@Q09;6*
z8h&_Z!N1hW*YX4ap?)Y6xJMKUGqE(Yg|Gp)ET#}=2pf<k8;}Ng1(<`Gi7*x5_>UD#
zB_iY?A_Vt5{|^c#A_+A&H*<nJ9u{JQ=Pe?{29&}EuR{@dy#pF#1!91!4oKYI9UdY9
zph)3+8YO|<j(<@lJ}%yqs^qTh0BrYkc5*R0`VhVYPXT(a?@LBfUz-rbrUkVVvx7m8
z1AxMgR9_lsfg@Rt_VZ`}S;C(HVOmgAXG<8cFwA>$p;*!kX5s{Oa0a%+15duLjIl{W
zonX!qmJlZpd{=`4<m(NX8@^N}4r~F1m-9{i{zc|*>&3b(9H3wQ2fktu{5X34{pwfo
ze-#eq<pseHP5{*duvs7uK48x!53n8$5dMJxFKkB#5C&`xJ&Fs29j7}^^Y6~z;sbfW
z^FbUyc^rWAX+&Z00s(Rj!~wtN0Sp%}AQ(Ihp7_XqeH9Q801+1mN2L22?^`+`4g8uP
zKrtf1zUFr<1pLeeET_VShQHu9;Q=#ne2pmcYlVQ}G5`l$2KbrpWSXyW5c$BL!)1ks
z0oQOD;pgK69tR8{SP*f6O5g+<5FrC_M&$oh9uB~seG>#884&<~lW#Zhr0^<&pW(-`
zi0}xA0|<j>jY#<|6<iSb4ZLCyg#-8SY~ez~!;fG7_zV{oAt3OK7eL%|0_(|$XK>-a
zhH(S%KVY*kh#Nrd!NZOZZs2<W2ra(dBf{ZS-GEf^3OqjGZ}F{>;0<-+Ku8a-#gl=@
z0>gzqJ`maf#6xHd5PtFuSG8kJ`WEkGp71Ub-eNyF;GY7b_5SkgxZLCO&(eMi11bjo
zlHcx+^Ez&1M5lVfXu<8sx3zS@R2=n{U%Ldrgh<;!EMOo`FmNg74D^U5Vs;h)At2n?
zh`|tB<N4X)rUq`E;2Y&xz#MSchJqOc-h(0HNkANA&47*K&WJnh6W8j1BX><iDEvzH
zC|6etg#82Yv%`CPMTq;+EeGH+7Jd%}Jkr{IjRKeAyEXl8Ac0`G**ikUv+(c$+wkF9
z&cX@)dIbzIjz$=8odulM1OI@r27F+1qH6vv;Dz^S>;r5a=Q|$gAVxLX%Ene^CUEPn
zW_ILU9tIynAuKU)J{}4HR{Z2ZOU23FMBU68q|2rvDg9NN6N8-}wtI50!|OsCY6IV#
z4{sx9Gf6XG&;ai}6d}$|Q1=r9D)`$W1|q--KKl56_kENF-%X0B$*<$PV{oy13TH1T
zy9#@EDLXR$6-`wE;sn=eum;04a*3i?$(7~-g|2SxCbh0+@rMj?ufkqkLCV1wJGJh_
zALKAANMuI$X)Bn4<buDX#M{b<^UmkinOO+M)hf@Qy}cgc&rHdBPBG{%GwVBC)>D4D
z7ifPqW<3dT`RQ(luMGjv3-I!B9gR5uTMYsJXEzffw)OtJA*8|uv76a(C3pFsJJWPd
z>SN)@OM))UY#?LUoDXCecJL+(lw39EqKv~OF)a)JG)HbIEWRzhnw)MMs{2M(9vqQJ
zN`UO!BRWVLV^Wv9`q9HRhb5bs#O1E(+QlqY<40-Ti_>aOi?cY++b*5^XVBZw`E4m$
zf7K>%oXxS__|qo;SF{Nq9NG1EZNdu>@WDrK@b3iZXb`{5{#)M(2k(E&U`d4+1K-J6
z$<5tc7a<&ukC<j<(Tx2&Mg2fxQdts2K9t0lifg^9ORtF=-Nh%j+xNFmeQ=}2TU$#;
zQ!dCcR;Wlz0b}p}!9-WW*&6S(!oqOXsln?KPs|yq7qP9PKe)DjVz1Ej(zkPw_nNfa
zI@S7!Lh%<L3BZK%dkq5619S3&|9{&c5kEAD_`?VdDdwVWbX=OOYtQcnjkSr%GIuGv
zmBSlEL|}N1V9X=<%el>hr;&A6=duOm(EB5h{2Tg2_egF+V0k^ZRTsF+d(Ti+yrmsP
z>FpI6K+APxqJ6hlJ<V;~+P;F6d5hxguNvg!PqhErtQI@4t>?efr6YQhD`(+7N$e92
z>%vp&bZW75&h@A8DgCp`Cw3fh)slE0Z)e3eQ`v<%FNUQlsrW=46qSd0p3g5UO-Wgd
zL<%~b4Hh!NSlHdD_F)z4<Gzg^F*h0Kh|>2gg~Q|>$0!L3R${^h&7ZdeFZ;>f<K$Km
zUSQ~YgxNf?OOE#&jubJ10`mggJ^zZAK1zCQ{(cX#dX)2Vn*SVR^+@95a{e=rRbGyh
zQ+wYbtG^td{0n6D&J<7d!Kg149I`rM71e9)p#30|o-_G5U81}jE*Ur^Xi#%#Fp4(K
z%*}AxVuAdV@33esQ#~Q0ys(_#&~qi-e+07nDuCs1>Y%VdO6?^>S4>g6@*DkUcJp?8
z=N39=i$0iX+!HbhuNKH29V3yjUygX_RxxJyWP$YdM@t*BS)_%rzNLT`6=r$Kj)m#i
z%)GkF8d;B2?XUwI+UonLHG2oWGV)oX>v++vO`1oS6W=ex2ri)Os#3B%JSYILOaSuK
z$vYx&M?H<oWh(1y>~?kDNGmDtGI%iaW5*)G^*8u)%HD4yzU3$9beu`AOooRfHAHaE
z%<PH8`el=e8%o~gskAiHnvX;U<**H}hwa$VMu)$>x@JKyXEs4IR~i#5w*;KxXuzF$
z2w1C;ZrIMkq!@(#^Y4K@pXC6^(6T@PdifXdDgF;o))*Nwp62h^&+iG~z|ikd)&#QY
z-vDu9-|1|?PHr*z22?%9s3L%>pH@gPAu#tmI4ITJ)&T&Y-oxc-Hu(`ki-601gR+|R
zv-}|K_Xj_wGFNo@z3jYxE4vJ$AMm>00lq&<H#J8S5{aurIzg?V^a&TA=`wXh;H!4B
ztKy$bvFRbDVDYOnDIJh&Pg7OQK!pBa2FdhzKGO?o;t$Ml1K!G$fic8pX|YKIAFSbr
zoE2B`43jv0iJ|TYtU7sD4C88{LIu7jvfT9u{ugJM@=8n2M>RAOeeg?FsOTgRd+wsS
z1sONp$zB;5fdf|sh1%C<>P-X_eM-P}>&0;7s(H_hEeMt<Gs>)+xT648AN5MFr|&_l
z*IJ0_h}|-%T5flaS|;2}Rfyj<XjcZS&v;2S(D$U*Yi-1I*o4=yl!OQ~nrvYRc|hz_
zLoZ%_3L`0*dU6W|j_M=}Im@4&`0*|^{WS%5wdKTG(1&(8!ixZ!m5vRw%1JE(FYR25
z<`Uu4DnljGu=PE@P?Rp^y)WIeH1Wf8JZGP9-TREzfXjt{5zi5qGL>>G=t0z}mmQQ?
z>eQ%DF(KT{BK&w|cWylNk^a2CNZuAhR-ohv;1)22nm)&Ar{;+RXjM2cH5Cp_6$QYn
zkA^>Z-Hl?Xhu?4H1*S54DNUy4b@2rZ$E*{Fa2bVT<4Jpj>=sL@9VTKENLL+S5=w6a
zmmlToEClpOK7y9o?$NKO&hpvChE!7O(s;w}EK$epK8q58aQSN0grO+l$=wSFgWDoE
z<*_?ofg#~@5Azd47a&u~UW@6uNY#lFZzL&iIgw22F?KzDnXKsTQhLw^<?FZBbg|x0
z*LvSp(WxTLWed9j5!Gz-G{Rw9@E*yZZvn@v>d+Xq(S~ZS)9%W1F60*I6jNe%X3W+b
zw5q<AQgz}HQ0{AK3u`UIbxg@|l<F`MdgNmCTG=E0G>!Je6r-d@MnYVmU}_zjHSa#e
zgLaDHG>&d9DxEC$<HzedNs?8wtK}Xy^pN|^kWRDANsQ#r6=_9DVuAvq&bnFde#r?n
zp(qY2Ieb-mNn(odq7Ib`<ibaf)}^%17)c{#EV`cp=HHLL+pj;@IpIhVSAO{lF=maS
zzFwko7cmym`$JHEf$r<a3TK8mT9q1@-SNyCHCZ3z;o9KI;HSEu-X?f~a)}a4D)q54
z+rb)X|E(fhk!*%`<V%5RM06@iGDTJTH?Z4x^Ggdc1NZWqPAx4n8NHN9i95x|VoUw#
zj9%q=>KucKi1<;yTU-f#r>rLlqVABa2c^lNPS1U=&8K3~x+8ggi>9@S_NChWi|<oD
zEAhKv_S9v$^}PslO2BJZw^Cl9!Amo-NV=HYT%s=h*_zcQc)%@t*!uD$Y?IpcWfq@F
z+ZoZWH!=6ZN(oOL)Y?XJ=ML6mk)dA{L(c3klzFf4VB18|v-1T(^cbF14~Mll%f5IP
z8eS~XGxSkEeTZ`TR=sF-hsaA2Xe=$bnB2QT&YdU2Jb+~BHdGDwu;tD9G8P#|hVAHv
zZURx0)6s&dOOhhO_JdYWQ7cTtm0PX%3|`uT=hkFurBO|&gvA5ccC!L-@d`0SVT7Ru
ze6%sPQ51MJmA!!<3^C}(W$ruf<4w2Qw2dtby}j5|L~Up?tspDr(yDZDL2x_azE%KJ
zWMAL?G^ky0#+;F@Xcw1R6mjq1W+Jn&iD@K(Jv*UVm^?B@a7eZ}^M}(B&67_F{2LrT
zLRnLu$bWf(fs<++`d&^cdhbr9yq(~IkDFXA$2pGo*3W26jQ8}Y#hu=cDPiNhkfVRm
zbTfC@jYLax6Mds%Zot|5)Ex^|gPfa1d#~EflSu4^VuD-NRDz+E3Fk_?imCdZ#y!4~
z8qymYm6?(W$y*PI=Pr5XfEtd@-)*sBQYYFgF+z_1WVSo4dc84Hc-N)92SdPU7B&-)
zKL^4nkvfmN9NTJ_yiUJSzT`Q)qG7{_Jl|5RbIo?QIoQ01+b}<8=|#V5!`;m0C1PzC
z(>B}AmkEpWEoYdGbL)4l@=aAdvp@N*KpE9mwyJNFb<^C!62asNPGO!BPp?6HXI~r<
zhV-%&tf;L<^og8k_}%R7VI{oP%4c<VWsS^t$`|9w)UgA1R`Fe9?>_S<9{Bw5bInfW
z;ydpldxL>$3eBS1YPZu(!#^Qi;J(}BK)|<lf3RwQ0A&+r9nvDwymOt1GJb)JYeX9A
zrMleu!3sMEW#P*t3IAe$AEa|*|DYGS;lT_Nac=^aLnQG%gSu{N*IXX%A!bLI=J_J>
z0LD?2ClU>UW4g!|jS>@dtG4NP+f+IN%*`Mhj-)J{TWXV+1sB3$emi?|xP^-1P0_=O
z$V1oA2hNoqMD>NB@LAjxd77I$;hgnZSNojRN&&fz_F<JmkxGcA!P&DysQl=wOdlwR
z6K+DoTNm0OZyRsW^qmTWp$42O>Jr8sYksjV)-^K_8cA-|A{dCtLz-k5Cm+kNbe`wA
zeLhrv`c(YfZaKwi4Wv&qvr?IM^Qx5W0&$j*9H9p(0+^><{fi=$_)@A+-V54zrJu{d
zCM%cNy`yXN#WI);U-$-E%3K1oiRF7rgLBd!3575pMOEI&{6L1}m#UAGldOcUn!@l=
zMbgOCzg1AtY`r_pc@JlQ*6;nPfXCPKSN7R2n)J<?DJ+eb4msy;l(mj0KE7rBsFj9A
zop5wcvh{g<^jZ07k@%N1#t&yBp9<58JqZrWA%8)7ML*wSBT{9AK|{9eN)28gInB!p
zuyb@xzWU<$%Cs3fi=QhGcXoERw{^C~g6X6$ug|4`6(;di%Q!eYAkQ-AAHH8M<PPhb
z+gUQSn>3ERqoMt7d$((E;4sBo@5=6F)=RCM^D<>9Ws?tlQ#*FIuBScJnA*M05tiwW
zwGnfj^X+-X`W{j_I!MPGc|RAIYEw7*H7puBw)RqucYN^){zlF9i<<jN1ltqc_OWgl
zS@uM&s#l$3$#;tsRQ$pj>5y)ylwyRdmTIxOwIAeYNGw+HxvWpuc;diLWhYdbJY8mT
zT8r=EwZjy!HG-;y*twn)@bbX-Wc1;Sb(wpDDmSOAO%Q1V>rQakxI}7b9B3Kf5G3a7
z-%*}FDD$Ecdf|3v*W5kY1@-%O80z_PC~hQ0MbS37+y%|+F;R?*)^6-o%<}pIY>%og
z-Reke*qXq*;WHw{Jx{>Lf4(E(uq3dqkqV`_w;<7wCMr_T)0`@w+_{mVuh54Gty_ii
zqKWY>^iYyB@pSZlXs~`Wktz$+M!xk6IOZV_o3eseyzC-}_|3w)=oUB<l=Kgt4cG1`
z=S0^($H8m4A^2Fqyih0jGWbFWjeEavz#OS}0H5BKAdcS3oI)ME%c4>Z0!7nS?6Hbn
z663enJvy<&%aDi#$uSZ(n@a9rIe0du^d*FrNl5kdhedn!)@_z$t4T!F+w$mktq&l@
zY<@he7ZsnHZM&MygPZ-yzdr7B8tQ%s<T8NFJ#XwiaXw&3q<10EEFsYVN$i{pduMb`
zs7ux9zE<^pa0gT=rZ}5v#CLZB#ZqE~Hu#<3HGY+q+R0EAbI)=+As*}Tg>k{NJKYa*
zZkfM^1%jA}DGtvS__S3^xa{X-<L2>Ly>vs}+~%yk95d*XPVBHISjy+-jh;JS%%7@)
zoEv)A@s`J`Rcq_ObdgoE;rxSIDdLd6a*Gj6B2$(4SoZ*q%t)`L%0}FwjhR_?6k%-(
z%)m?66R??yGH_vCXvBB=&gfXrT`FN~&NPxzX}U)>DTirxh7EPCV^VyXzj6_e8TW4W
zs#+))33~Ww-Fh?f*4&{yA^&)P(JS+s45^h$A|lRlv9#&g@knnAdNj>O)N5JGYjL5k
zFA=PWDUSE+%w>{_CimTw#5gY~STr+PVE4MwluJ;OmFZ3R99g@N++)efU1OCvzYA?8
z38thAe)^cb<V{&uR=aWp#yOVmcHrO|2^QWPH5Yg*7DOqR>Nb~CYA`=Hip2rD<aVGQ
zJiqBS+tEd$hH3IePycjy?+u>#G|u?c>5FVe^sGj&p36{>s3f*z>D(K~R1L;>*!pI8
zSnRo#Qzg^DTy@XKew>k=?!0o(izGvRMz2w`Sk74cyN?8b@2HKPih91M_{^@N@8NZ^
zm+CSYH(gAvbu;e8XSW9kpqCd>WcUhRL+|D+!Wm87ehzIugK@3OeA6?WWU9c;P`N;j
zPkJF)U-+70F6+JGK=e!zpCGIV_KyPRXO-XKq`9Vn#7)n{`FfT=F7<?om9rJx$y&W|
zZ)v`|roO7K=F{h~?S@15e4QN_*X)+~2lhk!*hJ*s>)H48uUXC*X<DGrA)h^Wb94r^
zJW52}`NF(PR6DKk`NV5O1|`!6y#<R-XXo?M426WNOUhg!9)3|-JWC(9658i8dXg76
zG7PTK>z^(5)@@=EPHB{Qc*D-sD{BO-AoE_Qd~I!3$YP!Rv%{HbCHu7smp+P$Ti68e
z62^=^H{E}hclEwi-qjA&osQ;8+le{dffox8@hKi8C8q1rlTVvoR+bk%Yc8exuEqzJ
zwJ~IFW>LxjQ}^kFenN`ztXZ^IxFUEj)ZNdIz%x&z&yz4!orL~jcJ9HGJ3IGk8$Tk)
ziX_=26Td)?WoMe!jZu`vIn-F?=Zs+FxsB3XMuyXQlZopA)gh8vA8b9~B7xvR*>2*Q
zo(thV5hhF~u+X5g6dq0T+jEbbbWkLSUFZpOGKCGg@j_~Po|2L{K5$Eake#y0iYJgK
zZ5Mg=@>&+T(4hK@_fAbc#GaQ^b#n-)Lg}ZhDz~qFEXrP`u+{E>uIal@MEV&r-Uo?4
zrfQ43BC9VrD|PSH?1$hAuUdvz4q2rzT}|t*sj#FDLJAAhoXTX#<1&{5dGt;KIt~It
zZDt{Elnzt&%&sA;R^qF=?*+VvcAkG|vt8Gaa1BJR^)S85t54J_U@BrKuRC(V(=ntF
zyE8|Bkw4ls+@sZTI$|9yr^h80B9v&VXYLVeu`>2%M!hNMcJsJ^*XJ|pFIO8WJUjC3
zUe3*Oqpxq{rGxvzMoV`pwaFjs?NpM*8xVNz4Sc>Qp2y#5t>NgIUEdrpd|J0ju^0M4
zBS16j@;ck|m(diy7FBenVH+H*wAU1zN{sPU*67SIz0Tes=)Ih{Li6Z?{`G_{LU%g5
zic($O8Z4L8&spk{Nv4iqg7YdHR}0CYyVJ8?k)^M0hcWtD@nBx1TRvzZL-W_^;k~qU
zU^4ikDEM47a{*J6D}J6rp}}xx=sO#pC288ZDSuY;9da+-Z8z#tsp9*V7?-q?=?lAH
z+O0Y2s6x?BdfBk`1Ebg7j=5(;%LuZrO2xh(zK$PTh!w}?Pr?@L;Hr?3NmGDRmidV%
z>-wgp46-h<HcNfO{wwls6tUK*)a<?JXF@MQS7e?uU0=x>tpRg0N@wKLSK^jQ=DtO`
z)EErW;MX1zo5*qT+HBbx{HSw@O!4xW(xJ|%iCmAR%82-E5!RkvF*bEYYpmR$H<*bd
zc)6v*f>@O|$K_mIQztcoX#?tS2)pFk_D%R4z9}qseJLy0TUK2p-p!AXUny|yll$$P
zNnC?gH<7G)ta=8UX@{`nU2cSJUN+x<D}yrADwR4(I(GKDZ@a-jGr21-k4psO`u%r|
zq<sZ4-niY!tvtrdNuBM2aoLGnmj{?%7RizqzVhsAdcBkZd71S<`dZ<Oo#`|cA)92S
z{DT&*tOvM#ukMSKQe+2=+dy_*QZ(`N5_fx$Ha%^7CIWO9H|J&!8$xVXF(?j1H^iOQ
zqL!t@Z(iu;yJdW-2t9f;6UrjyNSXj^PbwE)Oezo<%zn4Tmrc*S7I6uuujN&r1deL)
zT*dwbNwKa`b!#(6Nc5~t&vaSP(rOw##$o?3=lpoqLi(MnI6EM><q?*(BHgDS*FWGw
zCer6%R0<=jHde5!Ic^*3Su#P1_G<2GIQtO89l85ee$!M)XnB04j3FU9%$0`CHC3T?
z9+>4KSym%^IdnOheAPbj5o~WCe0gG`h+@bx8gmN8{=S!?vD3M$P1NqJ(oBuS5R-kd
zu=e<ye$2SB_pyc63JOH)&JnBZ<P?r<6SR3QbyW3pR^7A78#97>UL~Y=F!hJ^r;TJ>
zgik-4@_KCb(McDl&PmvQKC#a)q@dvK(~8tG+x&Q_gUo%Ko&9>s*GnJrtHIj36uXW1
zi$2rmBW}gYJ%5;4v(kfkLuAik@zi01__D>6A<b5U@mo;|$VL!*k#cNFN00dA@>8Q0
z+E*nJK??Z#TX#llL!usXy=n}3L?)z^5N}||^NM7lrrG!M9y%H3p%H(G*2LDigO*|X
zC*u3heKopuitBNv-IFvEm$XjtH1XQ5yh;-gM6R5RHRmp}GHK@TB{MP7?L0W&czBA;
zAD^Qf(`V7&5Vc{;L9mmAHzP5$hsK}#@M_jr`uJf34&!vxi?UD4zz}brY>)l*eM?!p
zq<}jn>a~!d21???+yiEMg-WIe#0myUSXqK=t&4}&YnM|q_3A1%Z;Pmbcx0r-sxF!t
z5eDiYZSPcQfBcl|+e>+KQ~a?45lPoHPqk0#eVu#v@Zwe8bm<6uE{)MLIgR_=PpGpL
ztR#uqWpovn3sw2S(;a%{u>syE8raG$S<#7OYl6EOI^A?g6s6CsH?itL$VM77Xn8>q
zaxcno$L^L;<4xb=?2G%<*9m2Mz?Dije|SnPUjz9U>jVhT4#(5x5&)v(2(9`Z-v`I;
zeZ#Ht@|{>0U^~LCYQZrjKLA$QS%IZbI0^_@3<U$;yaA*PD?b-JgqH(>TtzI4{yV_x
z{{WTB4KN(=oq!Vl4GNV507w3#FjN4d0=QezIDtdu`+oq23ds2HP^f}7P&+dgO9Z?~
z0REN^&i_Y%ssBS!MI=umRR5Qtu>Y$i@+0a-<oBSl04l)E3F-`dZwM&#-$G;oz2@LN
zq1SR603zutG#id&foEjq^cQp$?+;*wuj_h<^>Vd;iFtAr9aua2h0B(sum9Ls{B&`b
zhm{Ndq4NR!BYgj6u^oIQARx@IAXq$bblN|M!1{4D4t8b&tRjnU?8fTNi-Lv~beD@&
z0u2R(8WrqmPITp=UV-H~Vnr0R+Z|<Py^nfpKWKCg;IbibRLOkU(!a2#05tJC9N}nz
z5a71p<!48{%GVV`E?{}}mr#u#g<SB)G}7qnJFMDd;fzU?quad-mXi$(<PN;weCpDp
z1zdJgBm!9wL>??Rkb|F3rKT}wk^M+Y<Cd(xcqj=jVchj%CI+i(dZ!$lZat9Fi0wFZ
zTkZ&a@G!t|+xXDCp^bmDwkFkUscLgXkkbQ~`Vk3xoE3~t&#4&SB8<vsY*X@$mO%<9
z^Jc5PeRbe~?sLh##PGJr#FcqD-}>YMLGn<Fh#L3iXP1`GF_OvL(7{&STZ~tF@#=oE
zYR2O|!7Oe^)6u|*Wl`MEx{u0CBsUmM=$t#9oYM|S=D^f-4h!8;9+^JE4h(b4fx8AV
zPSPLm)VcI)NeZ{(2aWQ0+o=Y9oGHl-)o(yH+gjW1d+mjPaDZd%wg7s&YOc|dvOD=G
zpzoQTcG#{5XLt@1Lojm|8`3(z`D-1n$JT9z%b;?e0EWHfx06*^V+Jd2HzoN)LaTUU
z@0}-X&`Lxf894LChmoq;bD-3*fnak{ep-_)W#x${`5-IpReheCXPkFhRYi^2mT@(c
z)kW&EDl=?wi%(xv)oU4k6hsJFwQ-F-M4f%@AqA6{W>(S<-LuC>ds@g)n6qKt&17uv
z!}j*F5G^6pKEm_XKxgGs5jkV#vVlIk&EboM7^Ew4{00eOGov`HFL5Ud(A|W6zC@{W
zlAB6<Jxcq4BHq)O@rJ8cjGmIeYCx=$(I=}^Dx%I0KkOBT687BHn7dy<gM=!vW;V1?
z(|%2BVHL4jHVuP^q(U8ej=2R+NG_sg?rz=957kgW_Pr|fRWGt@%IXxSv~hZ_Xf9KI
zTK81-s@|xaVa%>Jq#b=Hqjn&um~MEgtl@1^+RMlGPlnhehnU`IKfUE7Mr{<oaz$wO
zGRv;&C{y*rkHTZJ?+h{SpWU-Kb?`+`ciyPc4+-V;S(2?oVw;<8y1MfY1>KW}FlTPy
zfqywF^)e6V3$fN}=+|iM$MM-$(r~=|!#JdOl+DY~0+Tdj)_cRRhJH}?@C+aFjqwyE
z9_6tcYh)u@$SmE9$UE(WY#hgNoOsLLPy7r)_xT{l1%KnRt~|k+i>2`$rW-s_LCmA-
z=Ox9)HA@19UYxe07j!TBaOwQnr3bhxDl5y35#miPjAw-cnwzMb8Xhy;I&~*Qc7<dm
z=DhryyHgBAPD0Q9>19VFCz}Wun|4`f<(8hfj<?66riv@AXsp<03De%pR6XM^u=UOv
zFFnBR!Nxc_Be{^o7lrB<UI7BC=qs<I-5#D@DTu`!y)AIl4gK&|Nfwqn&fJ+)#gW>!
z?92~!S%U8Nb4a5hC3T0-qSRJ=dI@S9KA>a~Zxv?oZe5u}5eeP#Y@i`tN1;^MZwl!?
zweoP>Pz8Jc%ng!rs9ot|qbANARgED%Ml14`7+dMlcOE<(r)EUIasH#{owt_lZQaku
zO`v>ReAUl(`ESSHK-NE#Dnnf>V@Y)zIgMu9jO&6>TC2P0W8@21OQ%J}<9qmC#6Xd^
z&c8%SW7;O<db5ke^h9o4%9(VFYeg9<K<GytbFns%6+KNXrY;1U@gbcHtu`XVQ}m&Z
z28KuZ2Ur%y4OT^oJ)tCQ16B_-LNC#bt4v6n-3lvA?YY^#yLgf7X5*_+qAlbV9O$La
z(}t3;CgL8U6+?L++PIsBQiS7L>gk)fEK#-havBRCTCG@Tx9%eC2Y<S0NWZ;a*64Nj
z-dpjNi<Wp>;Ol37sP_lG{O<L{jW?v{;+7)sof?tUx;dsG-)R5Px=|}&IdkmI)A5S8
z_Kk-j1*`SS6><k&)f6`fM@}7}Uk~mbY8uNFoRMDXD;wUW7?Ep0YY5l$J5>F`?aa9~
z;*7O*{W_)(&Q^^x+dlT5NHyUN@_n4Gv>Bdd!Ln4J<q?_99;TIZYv?QJG-I+AHxCn+
zPWj$lLiLsX5;DuWA~SPm+@<XF4T7y94Q02R_8Cvd&p8)vvUtWWt=7xw()dR7`}4j{
zYpi(dxndhFs&uijq6cNPp@*OhZ%?j0?UCrs<p=0ZX&E7nX%9o1($ZyW?Yot7P!6$d
zztk&r$sK6rp!=rsco{y{?>%*ZEPUpGcM$o2O8E2vK6gNaf^L(We0@l{e}ni?lVLi2
ztrwJSD|hXJFy?`PFxtWC#g%$--}pU6&(nJ>o<w`LgP8ToU)*Nc#+Tp1#+Tn1)_Ki%
zw{P~aF53xQVe_MW(%|n4+P>t8w<qC=xkv3ux@R&t<(()JwZ~qEe85;Y=N)z+=G7z`
zvxiZ4`hdS~!aFMR?O4+txdXI1%mdmwv;$?&i+hzH4BrTjHoU>~B;K?3#M!&JLOi4E
zNx4U}h<+G}?dQw3&A8K86P`4KTNy8c%G<w&)sW%)nX*3Pa4O~9T8o8F56+>b;^7Bo
z>zy{y>ph|ZA>8{at4T}zCW?pSKp?skaF(&&5v$6ev?<P@jQxJO^(Lv_uwZugV^aO0
zsDq+!?(P1ycM;qp+C7I;{cDG7-aEcaNj~M?)x{YXtv%<hcUBK6^JW7H;}>G`Rn67T
ze|{O1=En$1&{gbr(We~?=XzE#Dylyggl0drac<Apk)i;yGs}GXHD1SszJ4Z>V}qt=
zIbh5@?OI;4C(DOY-ToxBu)Dp2+IGG)?rrPh#jWR)La#OReIty<r~QVE2d|^SZ6-Xe
zKh`-fJ=|<2sAyvGwyc>g_j}Wn{Ih#9<3f5Ze7gI)jf;-9`2h$M3q)@Wl9qk6KKxp<
zpAyre(S|4Yz&m#!>cH8Xn5gyr%SIgsiUK_6iL$Li6dXAlYr>-<fW)j^WJ<|=y7$|X
zr5E$*l39rQ4qf6L%fTyH!H(rt1P&pk`PYu$gru??L$Np}V}H3zlPFwjH7);HA^Omc
zucPIB>3x4g=GRlxIr+X)*1(&DWRyKU^YulLP>3%~%r;HhtoPVUVqs%k%BMru$*=Yu
zV-i`kpD(?pTVX#=9KOn@``$+&+#iODqip|!fK;4hPv)l`%B@7yg36O@o(?)6zLT2l
zIVkt>dJ0JDK$Oz<K4-nq^4uO7Llo(cb)rzg4o-ai#d!UmC6Kxz$p))DdC%hV=W|-R
z4UkSgT~a<QK<Y<FQeO$1?f;?So^9R&m2Q(AScy`BBrB50$ncH7P(q(YuKj;(y#;U_
zL6bFTTNYc)%*@Qp3?oL1nVDrVGc)6enJtz^%q-br9x=mt_jcp|zl)1_5na*IS(Tmj
zs=70~D!Y8f`v2H<?nSd1${+FH>W=?xyUSnYU$;m7fT_u^5yeMr`YaDbw0`9Rw%o5x
z|9gBL{j={ooeqQ$v~`#Ne@KQcV2EK(@N}cpJWFHjST~ZfvyTO|!WFj$3}*e$4d;K8
zd~?NwID%O^vHlNZC4~<~H7zOip)gPqH~Y83A+SwrKz*P&5?WM`<xd;`!7rplvic8+
zc}9hTf&v#$GM(E*+RCN<tFegRYqICk8!s12|3jTR?a1f<X130H>3?V{DVdjS+xlO!
z#=_Ee96YSN>zAKwbk}G7e>B+McM5A}+@bs%xZ_Pc&J5>ppLk|jZ~lYfv5d)par<;|
z{?m#yB8*iHrPSy!<m-%v)8d0e9p^vIr-N=ir)0a}%ZCF9?iiCd{_o)t3*2>uLre=G
zyRVxQBzCps;Nc`8Sq&(WDQFGwanlWOF#msP#lw_=`sp{@6!o9d1}?m+(qlZ`b}vPN
zvmHzOPeVh<H}7j{PtBkI-Mx12J(>SaY7ROYEXC+g-VE=l|FqnTx(8|a9{zSj8VYh}
zYu4uUiR;shhNAWBC(hXaq1NZy((jpHm4<G*)&KjJ!t7Yc;%bE%8lFFhH`fUnvRy-2
zUQ!zR8qaPlg?sOy3jW8)J}$Pa=wYunJ@(rHt7}8(+u8p#{YZqmA2sXEzt)%Oh~KJ~
z_U~e1q(AeuBOTg}KNU{j^{_wL5`Q)QDL34hkFgiZ9sbQTz-p}ipGp|L3rEEXhI17m
zz`zXZC`=#EQ;dANsbJmo%oH)8Z2iytWY9GK-#UaBz@Gi54aZ{#sTnWt@RnzyNWL10
zSC8v^-$hVGAsZv{ZUivD1wiiw_;LK#0L}mQ(C4W0w$jhp(eNJ=3bnugcM9?x|G^h+
z7Jg!ROAelDrF{1fp{7$YS44{zc=-RVVMan9OFr^ba5Xyr|DGN`kP4n?er0qU{^FB9
z*HEnt8uAcE9LgA%p-B-dwuDNZ<G-2JS=RUP>Jgu!S(uT(_P+|Y>Garobo<cIfn2EM
z$#ha23dj(tsCqX|&oac`c`=;aH{gFmElL!{ht7IRzJKSZKFYhl$GrLMSkf1xIz(_s
zz<sLz`u=)<vCw7V9uK_S>U2NZq+u&I36Gv%ST8Rl=SxQ2pcon*9ub$4kPHbA<rNLO
z;Iv5?ww>ot{~N=LAUDO}x?GC2TzOJC818}jSSb-fZH=O$btJBKndx<!6Uv%>JDJ0{
zpK~3Y!)U0e>7sb(h*<D7myajBl=sX4B;&@(`q=I}#&uAF$$b_l?Uj<EDZ7Tq!-E5v
zGiWU9lH&%P<pDB!_@CSuh4NI`Cv#X@p3Wu}{EJZn5-^G|RP|l0hbb`y5@dc!A)U2F
zCa)oup6;r;ge?u19l{`-rZgK#47-_(9w1FbDk(A^Z&t=3<mU0##HofahMI!t+0{4!
z<w!Mb<K{VLMO=5fM`en9X?2#av&{qYx=z+kbNg?+r4_=>C|Qy2E~iCUL{U6`(V)Sw
z!<|`H4g+mL`m#wH`*fzhe(g4QJ^zVC(|&k3WoXb%^X9-ohov`U47YI*TFvzt{LR_w
zz2!WOH>vl*nW4-nGYWuvLfb-yAW5gwSA!&s(%y?8)-Xkn2<vG5bW6!;FlXZS29SIP
zHC&E~en4&;RdBF}Wf$khV=^OuvT2n}wrH`c&`;vuZ|*>o!d@;TV~#Z+aXpo0CR)5G
z_XpW+`b5z(DL+c^9tBu}#E`!Yy%zW_Ox0}|JF$^>Vs_vl&Y#pErEXy!zjFG(5QU%k
ze$2vR1pV3Mj(t><T>LN9RBhN@pk8{Wc6uU--Vi&w2^;}5=ru2wZ^~i6vJwN4>RU$q
z$Uv(E<a_79+xWO~V8F(4kyU$TH9<PK%VWOz$=lg&ioRkml+;X$n8LY8x)Py;9g9gm
zl!|Mtl0e%+(cuGYHv*1GW4$g;;yrpF)$k<(wvue5<2H9N4eP~@j}#okXXu@O$lj-h
zCCF|VdE_5CO2>+!$kV~o)IQ#}RB828E?3TI&z|`=l{JjV<qSV`(65`An&%lGp2Isn
zQk9ikf3nV8zi*Na{F?6+5a!)_0Ee!z@EpPacyl0PQPRKUi(s&e^yfMyJ^vhEM+%LF
zZQ-hJuB$k{An1t~OP*8BH1PAe=&jAdH0E&vGVp48I@h^jmccMD`*c#@puM|dPM42i
z=|oz;H&tjbU)z8M$oz*pcH6Emwr)aS<%@1=qkjf^PMEE%*~EyQbAuV$=Cdw=Cn5dB
zMBPyg5(B<!eWk$sO&f1R`-B#wu|!F`QxqO<|LnN8ecJP0TW5r|SrskW{`;MzB<nPO
zgb903;_EK{FYY+*C9I<)r*FowI9cgC^FI42^vCkesW&Nz*$XB~54M`T^Zv-1yvr7?
za_d!kCC$~~{C#URRjzOe^UxocK<+tn&GFnn2L)2XO25=PMP<ahA$(ygFz;ZFX=VwL
zA5j00F2T}5Zy~HRsiwHgiuSOLvpkVfV49iCg(FjB#RYW}hbH~*3K|Kl{j&9~6R%{#
zm$VGO`THIEafZAT&D?$4L*V7yeP3$-p|(rozFi{N{RZ8u>$&lpA-8o7(`3g`dQCo)
z?xU@tYdT5qRgq#ZGd)AKMu^A*kRZ4?h1!)BE=n_ytv6W|yO><3T3nSNg053&q%_3N
zK0nXx5fCLS{}-;<SoY>pS*u5Y-Nq65@unDEQs&LYe<*z*-WCyYs?+DH^o>~Hn>Sp^
zRd74v6-09g7>g5{=zAyL9l9mgF}3v3t5Z+>nZO5O=#@t$oh9-y-0W6Cxv-Q7<p*PX
za39$+)p#gB%+NF6AH-gyt#xR^ft|2B&H%isiyH72mrXS~Yu8I?340$h0T^qbs1f(M
z`hLefM5@%J<gZFR9SwVeH#N<@)mAcYYR1b~Gnv@8;Hl}!l9u4E>y-*ba?YH(!h@AD
zSX_A8@9KfB(hkDj!PX*lA~qs!#GW|q5c~T~fd=1uM7D$(XSEVC!Ie^MvA!ODF9{|6
zDsN^Vno(iHhPyKpR}vpNKR!o3NeA^|&`^4R=T|Gq7xinDpn<rNd6C^EI!E%iHwEd(
z`M6VrAU7y}c|an3i~XwqwG*=Bw%k+J&q)=V)+@(=8O?cl!3d|e+-GV(D|KI%2oBm6
zE^QmEnehA4eLHtr|D^izcg@cet{pg;`nxj?VN`m*YmS8Pa`|jTNk319n}}i4E_=WI
zE1KL8|Khmeh;Qkmu6)c`o8;jRVG2ye{4ERrvlO!A26DH^LA`Jz_Z|nQe$`sjd^DzH
z-45u^S4}Wu4K{0`06ti2_#jjh{I)J{T$k6#{%wt>T@$?|IQ{Y)y=8LAam3D0^GCJc
zuO-1D>uN1K-f9JtmJ98g<a>9HoBbC#@3Eg5KRA&vlM(;cK^fn}{vEHkWc3xqu^9mT
z=@K#UIufO{h+=ZFErJ1XTKu@#@;FIX7xd%~z=X^nX6Baz2dn*<ZE`HOP#JHkApY+A
zUz|XkRY|}qA@hJk?~}MezN#${DWDUU`$v;bwIk{XK!@S5REe?vyKFp)$D6huO?#48
zV|6ZBf8q&t?Pk(%QPi~zaR*Ycg39h|eZ8`aC0Uch^ZLisihJXa)~oDihDAh(hIyiG
z)la*w5=nO-zn49kV6rtLYL(EHhTfFvdE|#eTCbgC)Jf9GvhN=jA=>w_$;$L4f<1tF
zPE2}PJDC^GzsmD}LnINelS4+6KQ3+6wEgDKBA##4N>)(q<=2;5=3+7~PGW!bbCyqb
zauh1fi!qG>SBQ<={N|TPSCd@T2Zm*u&`d=mnT)J4F7-%c_7=8e22~6d2b#$>F-|v=
z*r|=I=f4=%<`qq*mDnqjEKr#Xuf@SO&Mk^-{~g+n1uia)H-l0fa7|9lK&)=86xm7g
z7xLF-FfJKuMu?mnlOpC#+FaG<_LMH-#U6chfE+b4*KinDbw_m&B4a!EVw6ODCXc?X
z+g}ijpz#1QXOaD=D=y2FwuiB(H5vSXy@VXW!0CYGY(zJSn;)wbdsg?}nYTq;1zT(n
ze*l^Z7Z!1A9Md3xm#Ht&OJec<dRMPL6&t?iqs$Y<z5Sys=v!1|mJqeM^6Kx|-VUCc
zdQqVn{@4t*eRsENN%^t5jn&!$Mmd;mcSy3+4=H^7)<&ka1|uHbH7ru<v7M?PriO@k
zOuMPScpxFkaM#E)<8#j8_k%}$Np3T*e_}q5St;Hf=w3{uhuw^=7<?bIXi(0YOgC>B
z^QA?5=2UMXN^7e0^U0)Imr-X`Qg3cD%fp&apkh!sjI1ifGR?y(vX;o}{KYCK`mK?i
za*Uon4%Ia6J0?|=Ja2Akwa`TDl(u~e1I@W>-giU7*AHRBSO5KSe$A90<CCV@uUPW=
z^oaVQm4mXvp>BP-hPVJtzNwQ<_MYDXxN=N6oIPqG5)^Kbl@vT~3jmj#>=z|_3a>`#
z%lxdSNJ^xMi5>Pe^(4T~&QgGuwTfc@Vf3i^qhN6jUiJova6{J2M8a&Xs3zK{EooDi
z+>n0#l;OY7x$4$n8(k6~Kec08MgqCIH{r<E2Gwr}zn2UjCeA|(C3|#{kMH94#(A#6
znSdchh!;2Go*;e7-+ucuF@%RADQI|nJs;i0?Q{Rh&Nf(R{MYg9B1ww2K0sZJWf0`-
z`&soxTzv&5_|?;VX)UnXh@1RKO&u+^Vj_dN$R63fDO;X$2s4Ut=^lPayJoPy?NP#A
z#8e2Sl6ne9V)F}%MZ*)@hv%Ek+h1iCc<blA>`b~ub%6RW)pTyscoUkjTOy-YBPI$$
zBz4H+pBNLS>c4p3tS!uwz<J{N5Ni5+>2IwS58=H@)T$WFGHf9Ytl112v2ZdQk_`pi
z7yeP|3&RdWJw(BRC`N$HN3=vn(GMETPDvpYyMk~n9075qIkt0bS%IKnVTecuWyCEB
z&3QXl2tphCp-t&MC##6Q*kNzH3c9Ue=na88)Efgy%>~XVW0vi~=8#&=hoZ%M({glN
zd6UW<dt<U54))A#%>c0;EApvgIE}NZ$L;f;rLMRSaoyCTp7JqSCw77rx$T)2t{$+m
zMaq-FmI$~>mmxk0zGjj1h-h4_I+cd@cKR+a1Zuqb3vUH`lz}myC#5x0VZ8Q_E>)Z;
zoy*&0FAq}9ZwiH~Itm+FO71L5%alG+UWP@~%?-#c+amYPkeXxyA`WcX?vq{9J~76X
zX!=1P?6VWL;q$JiS!E*i8Bla?CB4!#<y0qi&Echu<z5};3ytjQt*fuN63QM~Fm_<6
z@%Yu1H)}n)l%qvGFfv@2zCRUEA)pX~KF-a|WR-k7G5wY!Dtywifv?t>Hn_(@>H^#!
z+v<q7Q?ptAq5ZDtu+qGP7lR^G&UX@j$KF(2uBb6wYvxdo^rY+$*_TYDW)C1zHsru4
zTme`yZixq!)oEj&4URNSXw!5hZT<Eiz5L14AaIT*m~nKy_Ew=<rADh%A?B!{T)nts
zDc7=dn$Lc~bz$pWdSc^{=0Ou1ETji<5uju<+f>t>y*+R*NMMTF)c8|RF>R8v(QvOb
zYisDz3~v<z__gNT2zt$kKdIMv$BEynV|uUQ8AZ21?Xn;7meU_=C)Nh(GbW%~oQ_7e
zY#xA9fKGiddkSSnQ7e@SVV%>ddp|I(y-s^!Zx{Svae;G@Vb7)?ZSfYpv*SU#x9Fp=
z*bKB%2lxSkAHPT#|G2*U{mbS{Gt&SE{9X?n;Umn28RsfvoLT)ZTXK3A$n0U-HBqe_
z-hXMzWKKVrHxTLGa|uGH-SdduE(d&WNPK_PR(6MI8ne06Is9?BN{*6gpe2zlNh;I>
z%B#qxSeqp_%2oml)V9?TX{l1cPF_pI95M<j3rq6%#`kb7lKRE|K!2dZ@<*9p1@wu_
zeW`cx2c$a(go25}o;*OlEu%HVfDLPa?_Xs1q#-RIrRg2S0b)K->CAjoHgO8^!ujxp
z#GotY=1+C_Iq{?p{MELCdHU`Zz?l_Sc~XDx@@DTJ^r$J>fMWY?YIn=8<pkwa@;k($
z#Ysdbfu9c!2h*b6xwXGqn~K1LwBOvJVT!$V*$tPsu2+8MqK{=h?oiPhihmy~romMR
zuku8>=>em+R;8)tT(K{<%B;sB#?{`OE!lD?f7)=bO7|*Md>GcfhG4<YtnCLSK|jBN
zWWdkiQ~AzJ?|Qlu6P<YNIhE{ki{nIFEG9tut>dz=p5K?Avx#*!iRgl}Rdll!|CBxn
zj%HniqQ?~I!gu?RdRAG1vRI4KjIWw=s#SLeV$sdM_v)O<=$w)Bi|<-nwQ7xvrXh0m
zRq`WQt&mMVc+0=~LDWM-zg;8;m?(`ywPMfQfoQb+6+c|wSb@e&fZ)7QJgYLy$@){|
z$^aW&C3~=U=OAD5p_fDHv=);6l|dvf*KD{eyxq?guJ<fj#}r?97oU=}2@ji&?P*`0
zfM}&Z)zkQfT70p?v*qoCBU8c`PCB(8xs<cSU^wvE)g_{q5xBr=wVqIvNk|HQFqL4j
z*ou8;e@dNpcIVM5=h5E*6~0InjE^g}aiT;S8zrBKy~q1N`|@f-`**KrNmd4cbM6Qa
z{1en-UH`Eeu~n~k#eUrq8A;8<&clxIgU{k+yYl>LyL8TDU(F)|98yM`{rrvJj2*bg
zp?kghZ0;hf)4F{8K9ZWW&9YGiU1*de#jeoiZ_kpA5t=;CPfR_eYV#M9-%mgBA;EUS
zM_vWm@vt%6yh%&<;GHG2m|&C*I)<0yw-c=kC=dW)Ir{~=769>E%TjBnH>lIYBs24`
z><nR|EYi59dC%hW)+Li0fV1h?WHbx$wSCqF!FxX}k7O}!xN{&!#<qf|P@mL-e=!kT
z^zc~H0T4XJX-XQxga_21$#E=QJx`d=#Z238+;|p`UikY32@dvad?HKi_FiqYEvH`*
z1!H9{nHIX+_cfJCBeZ*-9C?3ZN)SqwEwV%@v8)((q<QI;TX02a$cZxHe9F*AvI#2z
zm9J8O)>q%aPj?VXLm~F}V3^ZwyJJ#KCW`HlrueXh_^Q#7p<%}@TvPZ)Xc})*HE}i1
zl%i3(xp8`WZ2FO$gvp{H(c}iMUnp#WHmfOwh2#GyJEvllh{B&yUPfVYf4WtzIdgs&
zJr77;sdxB1@9iw;w7%Qj>2dX2pj>|R2sjnAT_ie;@vk_Mu+uf|N?gct2Y2^Xp8P5T
zhI_jaxqH4#8CparK{|}mqJ7)oOR-F!$}tMHYv0dqfBNZ6muX~GT_41=N(iF5kpv$h
zhz8>MU7iw?>t;wVi`qtoVsq&N`%PP~h^rYVt=(V%Iz}J{()6XTc>arjxSqJa1_yxI
zJT+G@D8?;k3kdk|eICwX5TY-$Gih>Zl6SdIL}@gW#;saT(cH!{#?{9;#-|+7G^-NY
z6%PM>|GWNq0>jxKOwI+1Fl3oE+)fEgqi@1#p{(T|VVb2tf@w?9lzB}&=cJO2Zb}h<
zD}x?3cuJn0YbsU(-7T&mCx3U~xw1Ep2ZezB=WG()&_U;1a8F+@B0Pi4vs*jYLD$-c
zu&i0%xQkr;q@rw%5AujEz54b7KG>l?yGD=gvE>nta8QbxhcewO#ZTIC_TmlEEY&L2
zE7-YD25FC^zkiFJu+VDLwrQiw$~?k+<0;{Ka+sSdn?XdQdW#VM9C=R-TLW)ou=N_j
z)MD$5qr4;0%|l|1UPQ#W^*dyw7wW$2TAEg-8y+wIByemP4<&?|M^jvo1cvL^{*OvW
zW+}4#y9@x`qBVzv%|0Gy_ybeKc#Io<zOyeVFauy*iys;7hTpHR7rh|{pf;Z^`0C69
ztLGF)CS^a{X}ayWG>z9e6j9*Ag^v#8rY7Glxca`<z0)tZLwxC1tduVZX)B(KU`3G7
zntHzNzzGQ*spX|r?_;=;w8_;Da5nTI8`|~@Zt|A9o|}%i*j(YFhRg%esPTj<(EM&7
zLA#BUka#?uN)iKzH8lO`A&Bpo=#m(I7=n`U>9(3DQ+Qr)1^2#fT{U>n?&MFZe?I6d
zxqW&lUjH4|0#kud+=z!80_;mI!7M=SfgJOGhNN)m%LINk=ba%JGiWAQBNC0n0r#G7
z(LK0nKRJfUD^`~!vL^fceT&8^DPzYe4^zjDT7uvMCVWp?jx1*rMWpcg%1vQUw;8tG
z8iq%bP{YEIV)Kv%NjjOknO_wB|M{A|(+!N%=B=YpQ@ds$`kE09qq>&5HUaB3)Vqo)
zOi07GK)QY!&5)FEdRP@vEwY_sS+JyNrD#P<((=4NuOucMY{R@20a^j?vO$Msc*Ghu
zWe$0XU%mEZ^q&+@)Y?5cs)htTvfPRu4z@@Z<Cu;hws83&vQftNv0?8>{7H&392Xw^
zKZC=jCQe0??lPh!+NN<SXWk`xCuAF7&Ia-YVl*zuXyY<sl}U8U@?M2~&hgE%%j-41
z?3EjuRO5R@`t$b3r@ovuS$SWYP_>zB`To+x!54Rgi;X3g1LTi>rgF7LnpDV-lc^#%
z0gh17ra|xfv8X7{((>}M<3tn{fktl{2+kJ1m#Ym0Lm$MQr&&Ik_#s9orj7Q?PHnEH
zvtpu+sr7~eXq>*oM4w%Y883G*-i%&!xhbRXi63yW&{J0Mpp!MC`hnf2RbaICKIS;n
z5oZP-mxzVLh>~epmVSW@4$Ymsr>uwY!~Q({FOejE?1$8O_{9U2S8`EO66+q6I6?#-
zie_Rn>-b`5TboDZ>8Q`T)Roc0W`rCnBYc)=zSXDlC-*5iAL04WMA`Z!6wzz!b!E6H
zd1W9=FQomLI0-+cJobWE%u#y$xQaYH0<0<b0xV;aV#1;0IjmWnvZkexrCmkVK5E{X
zPf&PRB(zwCr*(J~l~@Ji8^4<1gqQ?^21{IFzcIcT#Dt^e&kl^BYGuWeQ|1!{BWK^i
z60VRIE}nf$K5-DBY^&^1!62FT%_K&Kg#z@9Ms}oH<X|9^-w>Il;52VxjMg;z!YSmh
zG(L$>k#nFHJ@d6p&6oxa(UsQaH%Y@KQ9lR?4kMfNFR?t3VO-!Z_Q{FBdmhR<S&B^C
z?*)9uqC1+kj{W;A?Yj3eNA;Dd@*Je)$<Ku_L#A$vlPrv#Ee|e0T0Gulu+rg8J(i*8
zOGlgGCe4E~S$BR#q?Q%wUjiGwIhhpXaVlCsGfi6LGOAgthCNL~78zbo__s3NeO#sz
zci139^oKNe)?M+ObpfEE?PEy4QSmMmRSbMKKA&JAwXMCL%7Cb!(LSs{>4=C5{SYC6
z0B03*6{&2bER6Pv*4ZD#aNK-k(;_?H;tYzL=jkCRRm4;Xw3o-fTA1~Ad=JI3n_Rj>
zf#O~DKl;epzPfh|2WlV-ri$5OscSQW#%i0`eDqK+Im=5eqOTf;7SHWv=xN}5U{*|3
zRMe1mj8AtiWP}`>xjNP@Orb~Cxz7CP0-J{0sm7chYcOD)hl=-)O*Vbnuswb_A5ya%
zh9g50ajVemN<MS?NhvCb1nFVb(*W--!iUG2XxJryu&H^!8~+p#YNO*C$;P3I%_I#=
zA_fb&>6Xv55!&;DNVmNRpr61(uvLBjFHr!8Tc=jRWc%)$ubeb5y-;aG=s9V8>^&=Y
zHG|J%t*Q^NrDAd`(H4r_n}r%1a&y39I+lR}QRA)=_h`3ajiGI;u8EJpEqn{`&${S;
zTLVVmnmTur8aFa8q8P|YA|!4mBOKM|XpS#oF#jT?bN=wCoKuZR8;MCfj8+6V8FZ&c
zdi9yOJPNLnx|&gvo7Iuq?hc>Fx~;MJ(1_YU@Q&pgL}kn@j`wwa%(pd^z;t+^1~YU^
z*dvRHmN?$9bQE?nQM&VONRGRHD=)*=>OKfT%MRaLr5e-rAio_$N9BWQcov-JYOdS#
zlj0V2i<aR!)AP_8*ricJiX1)RV%y8I(V{#oE|;>jo*@)yYRJD#40Y3?Uq}=n1&E!2
zd-?b;xo)Kt<G{%rf)<bVX7^E`wY84)(03N<HplfSu*J_qhTu8qpZX(SF<aoM1LvI*
z=~_Aaq?}0o+JNePwC2D9xFb6%a>h30sQu1;%5jw^wLeBD|IP;vl<QrDgg}1_lS<S}
z-z4X`y{HTS&bj`P7D}vpNkuNl#DX%SrJ=K|b4t%g57v#-mN%7YRQtp1*(PM&H*5nd
z+xQ38PPM~$4uj<|*Q{ETZJt9PVP3(C8?aqdtA4gfaO$tVQ%DHlsZ?}Bx>QrAUmhSK
z&T*B1_fS^<``tRh(lE8Q07_2;16qg$vNTU*0BdpXUua~c*;i20dmlxOzA2MIDIdU}
znrR`{&YfVqq`y2nTkv7>cnKz5x&v=xHXT9X1BC{7afdlO1~?>;j_~kf<B(F~2jgj|
z2HdEF6mpjGddB+gJ<cQ7i1uPtat|Z^L{!v&pBlQO_DK*}#l-jg0tJoP`SV&?4s{TH
zQ*eZW9+`~DcNy^}1)YTc7hv9^R@uuSiL;?>48N$v_ez^AM8)y5W`Y)IjDWf@MBBRU
z3@~xKKTf@9VSQ_gi$gJ4py|?d*Pm>_Hb80OEMqj6ioq?uB1}|qCY2hOA)qLCQOj~*
zBEmftdVEo`{9qxiL>gxyT@un)iV9~ZXFRH)RpKw2W43gX_jNfc5m+UtV&`3VGM0_*
zzamIuu|V;X{N^a0S3E2Q7Ys!JdoeNK%f>B>)bc$uSe~1SZ@z&c!h%G^=sITq89RJW
zHi+yF<^qK#ubi7)%D67?V#6VH+tFdFEA%nO?K_9*B%y&@U)D#sRG4}UsPj|}!;shE
z@{g_|e~W(1+r1W7{@_^nyicu){$Qq<S*3L=uUc-wv~soj7OHh?2E)UZa&#^_TNC9m
zwmn><tCp4dA-V-O{1Hvzd`aPacj0{fKk(_r5#drWqwHJ26*9yC<;bFOP7M*_yNXJ3
z{leusg3IQNu)zE-m`}hcyJM#rl1V5de)<5vgBaq`TD+ix4y!0B--Iu0989j1TE{Ow
z&}j&rzNf!Q#9owQrPUU|mH6A>k7!0hwPT)pTvva@Lv3K0Noe*xHJ0D<&_h3ohU<l3
zZOOQS6KXbmK)j$${VU?b=r^K*99tOIiGzf9ORAn@!TSZxnI~+s-%^>zj2>Vp2C;mb
zgoPxpwg&drUl*ZJEK0~nQjymIKilK%=Cw4TJAJ<23UpYoZp@;O2wGSnCD+AZelD0b
zKP7wENR&_fbmEiCL{e%K`xoW8JYhX_p*AV2Ys=J4amo?HfhO2Gyh=q0ILB@WeLP}y
z9fxBD>}@g~_)Jyt-5m{^d6PS465Z*i^?n|#81Jz%?y=V1cG`CluMCcu>Gl0S^O_Ku
zc>GuV|Hpm4@AHRmGU@Nkr&otRsGUPyNJc^*<d6n$Y;w*LhloiYqKD}6`Ko_v<NzlU
zeZbZ+vX9H762oPh46`RQGzFV!lQR2?aVlL)p0mC53tuvyvS&LXfh8XQ%*3+oy>y<;
zMF@ZG!rIene{H)&DY9(uRi-o3`3yr&mB&MV^C*?-x5m&gEAu{E3$zxMT?W;vpjO+L
z9@S-HzB_N4Gu96rnrzdz2~|$HX8{`BH_p3pLA)2!d<4J7nJ~eBHI7<{<)1edDm|>t
zQoY(9C;R>P6>vNip&uHR8%L_GEfGj*&dDhRqFl*!(~e_CW#4I}n#YJ}&aTH*7<Ns}
z))-ae(!G4$T5S@kDnmC74vB~le$W`w9!#rFV>Nb!ejH-jt?3MHeDm`P%t?Waj_8AP
zQ6)@Og&j~)Q@j;kYL1{aomAfRB8E2zd1B2hhF67Jz}Hj6jc?DSHdIi*sr_yQ>pTO^
zBstxmFrlom&yegDCA`$wYrLNsJuB9PqN&K{pT;OOxdx8m43%W7gle=bCsIgSSAUk{
ztE93%MwH{Ogs`S9K9OdS>YOdh;%%+4L3e#^(D0g4ja#(&<tw%#zZoxrz-Agt+S0UG
zichFbxk11HkVPS5uP##jm)Yg@Ad$vwUJ>oLO+w#lT?<<0L#ZHk*S8d4e^31mX$Z&s
z<v?SpKi^D3r^ZCP^OZ4<A<2d=`KZX^nRtxUDY>)aV>-?C4%T=Ut?8LdVzo|Lr0Rkx
z!P3WE)*kq%+nm9d;+wap&VEe-CS%yhf*GEm4}F3+e01|R^iIzhA3@EMbTqo0(pw>g
zcqEVNY2X_H3LI1R;Y!zi=g~XUi+|_C?qS2@m=`kkL||R(a<K53&~kM^G|MS*!1e5$
z!&=8wlkg(=%!b7nb1W}?BJ;kEzwkIlg(<NZaCy{g@Vt+^sV;q)vOewbU~VWtdW66K
zq$#*~@YO=2?Q$#EtCV6|<=_@njisK#9iHYx3lfl6GCR2K<c6Nf+`~8IY-;WV@${Bd
z4YBo=v`_q0(w@V&&`xa{)4rggWz5vw&%B_|cY4tImiX>VF`7OJ%mnP8a8(WgLQO4Z
z7`M83_+n_YFKOy%^HsJ~4slag^wjfy^5hjkn%$c7j!tH%aP|zXt?~5w>a6h}9XFno
z9=JqR@$!sfs{4S-(lL0b(3d9ZB$uWy{a#HmQdYQ+Fd3Ye)l#{u<qB_OZoHPJPn|8C
zwAF|4$<e3i+%-Hw$UFoz6fn_MIT#dq9cD{Q6vNY2(aOLf9%#F1G<9N;#lMLS7<o6l
zStm=1#|;JOQO%ZLjn=wPT&$yvm@I@NZ@gSEdH7P?T+=3V!#Z{M^B$RW)7PRUzycKN
zMd<@o<#@=$*=MIrK8uAvYShvvF~t7Rh*b|Cz#mT0FwqJwz)1AgrhDcbtMFuftE;T7
zsC36npTshk%$rZ*!LZP&fL|VU<^d0Z_>c%0HKrvd5$m!-Uk9Br5KEK-^PkP5GEjy=
z)@I2!Avfrj)r|^X^%D9L&ZTghL<w%`IddB0I4$EZi{dR^yrMl??--tj`-}tf$S#wQ
z<kV(v=Y+PSLz7ra@bP*L5(FRVqTWnJ>WjQXx<ovosJGsJ4!iin`LcigmRw0!Hr6>e
z`TP(G0<j82w#)kWq~gHKQ=hV)4QNdy+#|grb|wucx*{<<Ltx_2y2EOcopEr8FIFG?
z4be01n8&S2Lf@Yq;SY^pP_h}Ql2NF&`=Y&CIA6U=oH_O>K&ZR2HO}}qnxMx7B^rf<
zp4~b-b<{4=7M+?fy<*0oZY}*E&nu^3;+?7wr2UP>4dPFOcY%F%9ZZ&*@HB;}WxyFi
zNBlC;%@=|23_*FRt`})P^!>S)?_*xOO0#z|FJ=k1_r7D0F9!)!XG;k-cerD>_mBx#
zrz>bH>8D)624y=iUL95hEDQPa0i?st+jrFa42S(gQ(}{vNyfdPnC;B;3~<n!)a_A1
zd{(^J2PjB`9x@HGL<>`=0j~v0`=UfExQ2k(qxm5)$F7Iy2I`C~;S8uG=0DPjc4G((
z2!1QNr`TOiuUQ4?3bhc5yd5nEhzi;Ze0{b#TS@3^7`Rz>sG%YW2=52jPCn4PTk_cj
zguZoO$c=qA6HwW|f-Z^8ky=KRjN_Y*qOm5QMsom-&D}GHf;O)gF@kYY@i&w8**rTj
zs^)E8wELvDu2(pRa97WV5`UtN5RAfYe%EmrMrZ6~1VB9V-l~pqWjKU%Z@%e{(HYSh
zl`_3^{;ij!+*e$#J(lCL;ab}X5dN5a$vmGh{GHz<5Kj1x@s8RP@h!eps+fu80eh^W
z$nfLi`y6d+ZZoOU9J{lk;eMtVgoU^4zZ6>YNmhheyyX?%gysRr4Uu~;IlDrNLwbMe
z!<Lx-;*;5lIdeuf#q<md40;i_Kj#@87M3M?4d(9l!6x#wKjAU=0g0DH3Y+BkZ!6Sp
zyplBKdbRiyDl~4)lIl`?Q}^*G0<>>}T`XpD6{yG^P;*X_pydcDyhv4U$1lQjUJXgn
zVf@OK*<PZOaqkdB!FD&UFm^OC14il6chtBRq}ORdp0Wk*yBH>(tZfFhE!>PBTHqMw
z@Avr(=Mnl>roeEQ`cr+Gl{vW1*vlffJ7SJm_w`7&4Vybef})vYZoe5da}y^Z#M!X(
zs&v{YB^y##YK{40V=OSw&Sa(@Yqh!phf2N`y=IRccNu|~)K(Kt0fl!Qi<0PODm3NH
z*Qk!taMdTC>3m}t>*4kpvg;{?3I8LHse2#Ckb7FD%2R)#J+>rzg~ZT_;>3|y!*y)s
z<BmfV&v=+{GaI?~dKioAWgv;M*U>y>vOLX=22Yi<(l+h$a;kC0d=3b+vjyZb_v5X$
za?b$UyI-7dm^)<jY-##WFZDWJ(i?I!NgcALQ>9s?A~EIb80hzQ``SHY;@H%+R~OY9
zTMTDo<g2UxONSi}`kHD&7fpwyQF~=|c0wl9@-wfpcb%Wj*C=%YOM~laAWO;b8B_i~
zoUNp-0g?+1zA^!mw%8*h&S}D!kuz1j-exU2=hpV}ujb9c8|N%;Z`{i5(Q|nQZ+{e;
zYo%)8q-LI`!7v-C;*_SqDeJw#y$FMxZZ&^hPXXV(ws&Z+L4Xu2=Sdk%%5O7VV-S}D
z2Szq$7GmaWCK0=k#kPr{l}x><wq6=e+6FyUP-F0E4Oz`CkPcW4w5h?X3AZ(B#or*`
zuxsTyH$`gnXhLexT-DrISv$L^TT}X;9o!UD9qfQ$|HGf;Y3fffiM6z>ba{f@-;0Z$
zHf0B}Anu>7(cY`=fnG?zqn=Q<gyF7u=wG4<)6@gHQO|{AZ>5V^i!&R6&ZTOBu3VO^
zmhhJtaM!KH$_W))A*=`tpcD{mGD;g{C9UeCiu3{(I-GSpy87wDKcR9g^XAFm7kp}x
zQ#)wcl>2m5%z0<xqoA;0$)dw+7%I}75N4u6yaUSM^9qVlLpeliD`5tN#x(p{$Dw#}
zyFHYs`J$59g)r5&f<?iUPRP=S!hc6=;Yz3!REmefA;A=6jVF9M(E?4xW-{+(L<+Q?
zKKnV1IKu_}tiV_PkmoVLm))C%7KRi`2CryaH~3g|It1siAWs+mVyQ&UM9w_&i@tdF
z?KRyopI?$eBVKK{{9yOVaAXHm5V=u!GvZ!Ou+wxu_t6zM7|I{zAUSN+FJdcPi{(bi
zct4*UvLV2#7oeT?2$A>4FS_mVa+j`~NE!KT_dU=J(hd4vxC#Ot!8u4(_@qF7zqwv<
zdqvw~vCPXb+#|JUS#?ndR6I*)8^t@U%RGlEK@3(H^Fgzok(lbJ;K9mr2;nT9Z9wNu
zE6U4m-|7kr7eRdFyuuD~g4si9h2ZJwI9_Alp39cQzwZrNHt2_A>c-CVR(v@oZ5un8
zaWf&t3MGE9O6h~-_5T6y`$Iq|ERTrnXyM-<jQ@cjGv&K;(7XtNNal8YfSQBL+0@?E
z3(j7_tKTX4+li?h9r9=fuwM&UX!<Fixc4JpE@+0LFxGF@nW$ObcuROoM4*Jo_VX9V
zV}I6bffuTj7vWz51i6?nbqks5R<Vo-xBkdxHL#Y}5oTUkd$c7VIM9~>CI2r$?2(-?
z0Qwx!?tMF8LVM&cTqlR8OeH~=Xhp(VFZ6S1@a4XufskWa?9*H8ongN!eE2M}nh>*Y
zH1CV|`^G!%4-N+5SA+_?uad@O)_PwEFbnPkE&EVPA4T#xDvXG%k@H$mIOqfI;gtu!
z9k+fdZbQk7_mX%Z@&ef8rQAR`pq3&QEPhSl4OBHoM<Rawx-S^GS@(0uy?E$r3U{E&
zdaNpR$%T92B4f&WsA`w8HP-riXi}H5GnVY7Xr#Ut<hNUcNv|{Q2}n@ME2uD4f3+>d
z)6KI)5y=y4R#LgggGr;7VOw+@>*q=<BqotGk8k}WGm&KOvm@BRA9f!FW|)=})Rh-M
zBFl+*V;128V9yVBWW1RS?hfPyFoVOfRR$fkZ<u9k#l|(2Z<vXKo1NN6bs}&PZ@($S
zS~9vuijQCT5<9n>B5XV}Yfrc@HWIYZ3o~q(y_yt+*QI4E54sCtJevm|3S)Mr1k;i*
z-4Kq{Hl_L(mqJ=vebrfu*0A60n04SDK&en)JPzZ>VaM>Q{h|=8_buyd7A&pACVhwt
z$}({dk`9bc$cvjGTq`z%PiHJve_m;OKKzE`+P1AF#(vwZL4Ih0Al$<=1Z=j!*8tj7
z4IX*(K8$azoA7k_X|4FsI1hu#Wu+~Cb`EIZ{DG~5#ska7Cpr9wB_vedsfW@5jc^wC
zInz`VEbOmym((F9KhX?zeT?FJoV$M-ou7$i)eeB1F*MS8w6q@vI=MJ>mqYc+Yc`7N
z=J6h0dW>>`OAMp+$nOU6{&h$2$Zar66A9*iB~qlC1!ai|QZh>I<Da%$l<zWkwa6Oc
z@s9H_=YfP*wc++>?_^BAwtOBW<#o$F6;8Q#boq>D%r|F+6AIY(_ubfPLG3uIZK4KY
z$}w-YJTF}RsApan6;SL%&B)FFhGyv?@9585ld0uvs|G|J{0CjD+#S)4()9Q=mjR2T
z36X)%GUE6dR(Ma6`REdjvnSWFVHi1NA&9^730LE+Ax*+fB<W<pFJ8jx1);=$^UeFz
z+a}VaibhnX$hr|Y?5UC$>6mYQz3py&_6<C*9eEx@g}NZ}7&MSsTpX<jqvi+VTVHFs
z5lq@vz>vmo-cRpUvweub;Ky;NUtnlSpC7W%-S&Kv96HC8M;#d}oS)LQkFTelm@fO2
z0b2vr%g<6^W<?DN=h&+n&D3KV7|B<R%p<rV^q{Dcfao{pyr_>Gulb#}35-(QW?}34
zbbRVq94OSYnG@WhsE4RUfR?ShOLlJ-t%^@efE^qhP@%%A&M>~`1NWh*dDf_Ia$Lo{
zE~gkXAlgUwxT|Lv)TVhH*=w+EY_Dk&0-QRiwOqbw4s(Wltjn^5JwqG8`sY8`NF>(#
zMRS<M_1PC9r8f*@McIlh(re(mz!Uhr!)o<zI`}2-VFaAE5|x1rs+||*bb-nuzjzqz
znBGL!32cBf#vj|n<q$kR#1=^F5jXaqI-Z^4&GdiqO5<59d?`W^FrNe_7i}BT)}dXS
z*yH_w=aozG{ha7I?nhEJDy4h#a4Ee%{0XH7(xw@e)Z%0Q_$asWY7+b!4aJUB5|!rZ
z5}+`p)V)BbM52)=`aIM&mOP-8i^_eUk}nWxh##?o-%NEq<shX8=Qdobilm3@d_R=e
z&c%p!U+T}j^W!%Lxqo&b!H2jWCoM78v~RLg=xi~!7>^}YEpys9FM#_D)TxR-eJenn
z<=5X^p!I<9nzg&ycCKqZ+H10-LW;$7Dz}TfLY<lIiCpT4*9PE4`b)C-OX}A0bj-wy
z-t5XVPdJl5l4{Up<Mv@Ow*1!hbeiubE@ha_i}L=Dz9$ywa1Fon*58-;{*Z@19qRh8
zFE_&9^qU6u6s6xyPpX2EM+?%IVW07Thkc>+N90&&?FFMXXAiogG>sm4@|j9bd}$12
z*`8Q?W6W<bd?8a&7ozWDcXjQ(;~OJsFTZWcP2M67AQXg?5Q(pTS%+HxTYe<W^m3wJ
z1X2xg2-=1q5Y1FV_J`wz;{EzU=*2zu0}e_ea93DSnYRKB<QvBf|1a$^%ZyXzG(Qyz
z;`f6<M#xx51yYSrqq>|QS(0i^gm=Uhd0Gl&15_e>+A706dH#egr>9W_dDm=Z-cfXd
z_iEBF+iZRF=i2bk{h)DmP8`MRMs@$g4%B9#aqy`6HFHJ(Ue?;wUX^bLZJp@jzJ~4X
zKIf6wLUKGe)~;Ufi$yI^?<iBJV~(w5muJQ^^MiEY5joHP5rlcO7-a$@l8S#2l=%4l
z*k?v(v#!R~ds(hW{Hg3nr1_fs@{v89ir?X%0=ID`N&?U#`D$f8|JFl%Ki%VjdHH^T
zq!Cv$PjTR>2(>S~V<BH7i>}tuPAfJ)Uu96g@dU!iTPi|Ib(_64IBqMAqHWVeKyHOu
zEx2i-<*HD=+j213mwFG%$xHtF3JLRoOJj>&pA9@~S-4m4j`|?7Hfkft^X0Lh5eetA
zsI`v!H1dY$8=%ApV(ta#uD-0NnFOTq-_nuIf`86T6>JdiP>w*{SmO{CaPK@tI9ba$
zPfqqa1uNcv)Xxd|$IiMPA&u6t!tarf*bt9c76bslFRANOjl*WgOHjjHt4~zBihS_X
zQMANh?fKADpuHU!^ckAOsI<-WQ9X+e^#woG2kuPNtA$ZH5d~kFhZy~O0(o7<>pX=O
zq&eSP;Rr4gek>@=!>!&b%m6{UMqL{sH~xoJAdaib1(O!}>GW~qA5~%BrC-DYLmav<
z(jS8btxtS@c|~|p%?nm%{d#?dISS-YHS`v&dn>axGD{Y^ixm?%{|q``Iq|yTIc~r5
zS#{w)=hP{Y>zqhtI4Ze<xFp&;VxgS*N%%AvMWC)J_n9t8b0qTH;&v_%1`rb0>lyN^
zrLc77#ZUQ(Y@|Z;Dd&#nbF=P4a`7u~7?1ztt&AJm;cIpQTJI|^#yhsp%k~iw2ThXB
zlWc+EJk~$kr9YZG#lJv2cGJouk2Gs4K;P-t!m4X()>fR5zNjW6yfZ7=ypZ@R-N^xo
z^3Y|vhhHGKu3Z~I4vI4V7S?GyX*&BJS^YN~^5JiUY@+_bI81$A@@YFdWgv$i3kQ#W
z`pOecZ`7l=;xej95p?6StTZ4ASt-?2d5UCtS&LFOYjBk-MfAM>iK2)sQYo}{YMv}p
zBh3o+3ZULO_(m5_(_YoS5c|Lb1g184COUXbDR>ikhM=JFp!P@rbO1V%lTw9fJpfV8
z@y<l0Gy$rY<%l2%5JXDloAxuCn<}9yVbL^*3`Djlu~uSRR0}dUV{-!#suPx8f=oar
zDW$gRt*S@|P6tjPjXdSNf;<oa1Xz^w((%gjrVCK{5cNyZ2hlBRu2pv{ily|?Im|Je
z<u}HM(Sd29k5LaG4j^!Ad@FpVO;X}h<E?<sT0EkADa9ZmtE6R-Gx2mAh-Q4+Mdubh
z+J!Ki^m%%_63(PU>*AI<b|t*(*ivV^Zq7W~W`2fv+7_90@*B%%9YJ*~`zeK`byGXm
zB}+g{CA%TrBAnGPPK9hq_!i@u3`{GwW>p>F)coPB`Z|A2kTplVhC<)mp$)uMWvf<K
zlKo=sa%~xgPK|~fm(_~(%KX&2+q#=;bgP=KEM1G)I_pbrtDdf6n>AfC#+}gm)cTZb
zcB`tcOy7$Al6|TAy4||n9kg9)Yn1(p;~c@dwH-&z^5y(x5nl_(I&SAbN3W(-$okRx
zaURz$w>9o^dD-U7s-{(BL-^4WuO-&C?xEm;c&l6hC?J2<{BP&dN6C`SeY1hhEbg(t
zUGxLD-E7`$UQu{Ud5eWr@&ndI-D1JT{D)+`6_Zt$RrW*F1DrtN#nQuk^7`5O*<H$m
z#|5}q%ty{AI&b;G>h&1sLjOYFTf@iDC*R!~x*6gQ>jL5e!dvlG`8DCA$`9x#KVuW#
zGT1El8vcOfEy7nsP}pZB)lz&{^bq<0*;Dckc%|wA`jz@gbhZ3jH(?e3Q1ighQ{-3f
zCsk)%&dzkPlvz8A*IAZ*%&=9YdqS{PyK&+tAdXb{?p;AB3w`G(kb`)d=uPfdAayq9
zDjmPHcOur4n<tuod~yG9*O6CSzM#?*y!|Wg1jif7uh3(jZ!X;%s|Wra050<=-t$h|
zj_#d*J@z{;*;WE8?VLc|7rM&k1C`991l99FYCXzKrdfgt`6I69xE8F*24(3i)q=YD
zgSMSgb;kV~(MtpP%L>bqnAU?2>BH-4*`Qt9P6dl=&ZenJR9lf&;^k?mdU4%)h75`|
zd`@VW^#NNW`ZY|W=$|yL)Vk<$EyJtET0Xit3~{AvsJ5{5TWOXqjnTF=tq=5rY4&m!
zxpoA$1X@_SVGO};EpCl&##^@fw)$Egx?CGy(#-HIT^dAMNm?6hBka2E`0*?znhqMS
zTV+~hY=anf(q?XK?X$BLniX0V%#&>ac7QdrR#9D&i8h5M1rx|tV_g=P4f9pmwS!je
zR&CoVyEr?<t^v*&&Ug&eJ-?@=^2Zs9)%Y}dGETJDW7P9VxkHg&EF%s}mWpL1IT5-y
zSGu_vL>LF?ny)otIOjcboI$6;y22YGGl6-~JwLn=?l>)lj>%>%sBf7Em_&BQ*g2a-
z%9=7)+tS$!5irodI|mja$NRm-d{>5>1L73$5F<5c!=o4=bjIygA|1?Y<-`otd0@`B
zGzV$S>Ex*69m{y<8I*b)lkrMYWrBjVf5;iF(Wl2!4EG$|pg%rL@U`c6;M2AFbi4{Y
z>R*Z_SZ}><wRH*wvG2SGz3My?O1o?_bz*fIhO$rf4C|lz<EZv_%?T{Me=C{0^x5*d
zL`ZPnJljm~bkcEpblEwdcH4of%=Rhu3G~4zaec(~pn9xHK;6{r1Z;AN!MV&hj<z2O
zvlegveB_r_xxBVt%0(JKoTlSGaTnXY`~^9>$uk7s>(m7&=zJvlvYD%L71xDVB6g_=
zS=ZS_ED*eSv;~`hy9EK4=Sr2NbCvh1x{n==pA5GxPC)xq8bJ`fDg&9{Nk#T}6Z8nD
zfm!fb>IV4=pO$9-+$Mm=@$5sE)W?4FUN%Y^poGQ{fPg0Vqu7~2afCBQld8z-s`&ql
z*Z1#+Sr3`{f8-X@NkY;V{s=An{a+LdU*(?s7q(9Hg|9wO-h~;J87;{z`KkLP-qe&?
zEHNv-u@kvc9P1Qias#G^yqqbgli8f&a=apVF<hySzk#6cvvKqibeS88tB4DUOaFuh
z?S9kj2L@e3K0{(a-olq*>cRTk^|R`6VQp&Ecm8BBUdG~&sO~L5xk-lPvoPRwIiHjf
zMeQREexDQb&k2yo35ab_KF~ULrk8i7x5bX`#ZLT~B14Tr!I5Hl`5q$|grDx-sp|ni
z9XSwj)*%`>F4695$}5Tn8pNoKd>YBc=&3P`cEV?V-g6uEFdu0iF-_M^8D{m7elEXl
zSVS0>XFLl%3z6jfp^C72Z}uO$zkcyl{o?~!a+*E}!Eq+G94_6)shvG`*95AspBYS4
z<a{7EnxYA<E$uIWQO3X4dD5vwOF;~pNi%;2zXn1DIln!ozgPi<X2@sv&5cW!hU!!z
zP4xFyzK<u!mW#Lx``1F+iRqzJ_e+r?GJ@)4u2a(&`<3+Ho|{CDPdFHr?Oi?=c#STY
za-j!04Lh}#NnF#+-Y!&W@*qm(%mn?Xqysji@<lxTQ?|E*u71$yQ(g3zFQN7sTd}E}
zNE&Xk&$;I=Dx6Y*+j3HUPc|gRc5<72`{O8Vs>4_44I2IDt0ZFO2!Vw9Xx$~fybg28
za=6t}OzV+qT*i4o#_v1Y0w#0tat0N7fF8$jLYxJy3+-l$al9pXte%Gb+|vOGFme1?
z0J2%W-i^%tQi4!=3qjqq7+t;^Qn)WF4-%=xc9D{`)qGf}jrINMnRSqj9V;c!`?+W)
z9av}3aqMX)e_tix^BY`61KHPR?qs)Ha)g-+v@`56`Z#LAS@K{gTen|AB2zMU8w|o}
z>8Wb_g;cRkVv?u(q<xWaiiLI7GFWY>Z!0#L{f8wvPZvK-)q^3fl0g4`dv|EvAQ_Rt
z-Y{F!&(cY<2JhNv?D=HZz9n>NRM{PBpLr~w@lu`7Vm><>deOT|iJnkZ?$2PM(78re
z{mbicaXS0*)v%YG`*H@>r_jSTG-K4+3tlf@6I<8spa^kTQW0|L1Z2?!V$_mGmd3Y8
zj(Xq-D#Z}C$sDrQ$6$~pkRuJ(CRWI#vSArl3`jAeV-nFYf@>3_ViU_^9n&&`ZBo%P
z^xJ3J!+a$)tL$B1=JmB3eB_le^S<45l*jY9=`thWV&R^iyY3lwe8N70!EwP4$7EY~
z@<l<51s0!h%X-(L-02-nW7URNA3#^ObY6Hp4O|23$az-$KLCP2eZO&^{c6oIS9nEn
z%}LVp4Ore;bJn#1$dZKRYk}=_Zd64;%}iHA`P7;@WbLe)3$FHxQsQ@%SJnB>*jW)=
zQ|1yCp*2;6=9&hQsj0c@+F#+Sx$ZhtQBIQE?Jc!Z<M}72*R+sK1U#Uf6<w3(YSB4y
zHH%$~D-sD?D^hA&3Dav<xK>nHq0<{}HLJ;cwwkp-rWaOSp?GVr>~tL~-(J4Kb+Tef
zt=VO%SXLY0nqIMzdg-7MZFikTylug_I%zI8xPmkb%kye3Q`9kkPsN(r;Kmd7tF@u7
z3l)jA5#+<g)jM66?Z?RfS1Z=lM!T-t57owz_ck(Jv6*T6q3WGYQu+1TM2b(IyJHnw
zYg3xc6+3E@n*u6!k>y(|_EMa$$J*IeaiBK6DY#-st(962*V-Dl(M+9fk}8hZPNH*9
z)!JR-E6&wUqY-u37c)(<daQg;#WJF8<j>tCzugt`<O-%MF4h*4Jy&XH(VA+nEu}fV
zUMrDp_S*8M(28Kt*J}1RMUdz7nxgI3YinF*D|)K8HN`oNwXUW_r!URIdZHILr8omw
zr*m-a5?7Q)mv`1Kqe$R$)16_pE9qQ~j%3=tqION=7H3TDx)}$Z@wFQp&vQI9MLUyt
zM9x&wu!*cHCOV^bvxlBgyOlBn`zne?L^Q=7(as#Eos&U3XhbKRMWn~-EFnFZmnLiZ
z)Y=_QHs|cxCB&ZxYn`>bT;a~T+8tzVd+lDLo2$cIi=B&V4>azpNU1&CxX-z$W<TiT
zplNkDmsTvBv6FH_OVcFh^4e2PcIT?vb4}BnZKS`ryxrc>G|Rc3GD$dRu%-Y=mU1sm
z<>iNJFE&|eU7x3{b*Ltx$y#A1OU^ixFc(&xzTygTZmI}qDt2zEteO!?tAL{2e!Zr>
zsiwS)<AHpB%{A4zP51K^vV5mT^BUCrk98XE+|B*kJ8Oby)cb0CT!)+o>x?w^qa@Qt
zb9!aQq6&Leuxq??U;P}H>O4_j=9)=#73c=gH~2^E>S(6QYZ7KGDxX>xNRe}_ZZJj8
z^tw$nqGPoiT~U>XDm$CkS01bGYToqZbiN8yo~&<a-r~Gex4wBB=h)_*6%lpo8@E-S
ztzS&@2-<#?b8qE^`qt*%m6z*RxW-prt!!!DN8W2_KFFEB`6y*qOY?~eE751@+|{nm
z%Ino<n$HtIx%rZF8)g13;;*F`*i^ftxvNU5-{4y9JWAeft1=T`r^)_g*Xk#yH%JuK
zhiW>S&Q)G$FjK#)8v-cutqsAHF^V~lIRhI)X<VI5+gH?u(JH3CIDghfQZ$~R$l2*U
zL)WG)70c>k8jm{9)WuU&pRY?I&tIxbb+tIV>M|NPIlJp7keBl6Qk$a5Z#fi`?RAqW
zt4t)xD86bmx$KMU9N-i+rITby)51zoH=82)Ox?VuC6#KOvuPP;s-~5dma5{$eU(9V
zbuNpusIHl>P|g^#d|9R1w5BqoZV^dNuifFgUKw5^n$}T|OKGO6>XtX2sf?;yMOV5N
zb#1h!Ce}4mRBWnS-?Xv3g|Dh~4T^G2uZ*SKWvNW4I7g9eEMMKUnIicFWuXn_)0?(3
z-L!*x&mnKLR-bR$RheA3rD<<Paowh-1LTcuO@~QOa?^3joZFgCQO2N5Sl-EYRyH(5
zw1m=lMN350l7{G(=&EH6aV>FGD;pA9606oUq_m_|t!qecNw3;iUe%mhwYkCCVy)WR
zU~92e?P!?PGReND?vg92YFC53#a^|y=0eLfTGwl6hd|eB8jGW08qsTcy;lX$+-<8m
z&`>;oYWdX4_9h$0Pt!G;-&svIo?oJOHI%j#mv=UlQ-0XfP}4H2>TrXLtU69sl~$c1
ztIDg+H3YkJh`qgGq3b$d5n5{K+)!5wWmLM_QeR6bu9gwqNpVFq$Cay-WR|&FwD@rz
z1&!-t<psK0t#vMH2yiWS(>0yVyPexO_MAlxD>)l5UEWS~6zN&h*j070VO@)>B7*7i
z4GrsD$<CaHjqdoQb3Jr<S;MlHg-)ZhyJboF+RDzRSyfl+!&{bBMb~a_Sy^?hVKc=*
zJ7t*Qsvg?;bX0Dj>tGbmUCSDtyOwplI<!$VopWBQ-ZsCLS1!D#t&WqfsA^-wR*ISH
zG}6_T;k6r^&XupO+tzfkGL7cqV);bcK}A)Lr%1R$`6szas-)du(=}Q<bsY0`JAu1N
zCa-Q^Q%~jix_!+?mM6?7^sQJ}cW_1^$*0on9IHFZNUJZTa%zoe4zypcJJHz9u|$0I
z#n?Q!yrcXAWsm8V4IZ3XKCwAW!}9GF%bFu8^3OD_tDIAJzBvXM4@|;(nFaf2X^}=f
z3hJ?}uB-7xWmR1_=Vy-0%7%K;oKe|Qo=4bF88suU{A9h_JOLQV=t{0!Txf2xQ)DLd
zNXb7n<rnHL%{gRAe)HtY*7E7aX_YHzMbnz951P?kxw^8o*-?JBvUNr`dGe?$ywF@9
zLjELgG}Tn**N2ma%k@#NnUxc1rPnyulbtm@U#_c+%|+#_Yd1ERa2{?hsca<~yR(RA
zmh7BLmK>tqXKTAM(iW@RGp}-OeFBY?cBjqG$_@4v)I0HKEUL__Pj0TWU#+WavR1a(
zH#FHRis>pDRoPyj*4$hXP(QwTQDsN{#O9@yYJEb}vdZoCdE~v$`uyhQgj1VWl~1jo
zPFZ3_{mjNL%8<>jvz2@5nw#5jjp(-TukM;Jssd>D-c4EJAg$}*ikjy2RiV`f=c{z3
ztC?@%9r*m9C;5(`%~?dPZM>hKAHwwfaL`c|#Z2=RbAGJ-D#^@dep7IHC($LG+2$vd
zAFJ-3FPJ7i=!#u@4^kDuyZs7lUETa-T05e-#2H9^byXZ^dw7k^PpjNOHjJ-|W`0$i
zhd&YgJka?}H_vu1t==~ylJ6IqCsag`{Q0Uxl9}qfMAxh?9t&Nkh@L+kG-Y7cP~K5>
zvH4(C3ehvG((Q}q&jEiX^XHd=u7b>jDr?=M`3+UJ`gT`)m9@SD^md|c^_}xuswUO%
zA&jPLbQi9tophC{o4>gH5M6UmfKCIw6Lc%+*%iU{`{|l~j&kEVZ`yg3d>CD2=SX(8
zk<BZrrq!$SSA(7idM(Kxq8wXXF>C$?`{MdT^P{R}5#7%G`5jfImFoNr|3q(xd}mca
z{V|&NMEjxndno>o&EH=>)4qTHAuswE=#xx0N0QB{^UqS0CNvKQozFDqWH&wk0`E^~
z4;fi+X*y2VwL01Zl-FD4Uv}=}J3-pRoOI2!cT}yJf0fqJ$@$l5KX8KOD_k^3eQE3y
zDqODB6el}*&r{*T6>VpWR3%loTFgw(-w!&#ezj7iT}@*B*_Pm{n)(Z_nN_a(%aj#Q
z)?aNpSGBPIx+{5sb3xsL=IXk}K-c(cXJg=k3|d*u6pfUTC}#LB@-k;^*VM}Ww3=)h
zR{J*WXxUgD*s!Z*bM@ewvX-sYVGVm*c2q|;9BA34-6L1W)a147<vY!m1AG_Ra=1Fa
z;V|tAv^!kf+v<0<UU#hey(;cftCJdz_q|uu?nbLq8&0(xug+*V*K(?QLc_(DbJaNw
zS6VJsPj0x@a;4hQaE;D_p6a589#=?pNu#ml8u#1MgMJgZ-vvhfZkq3%6ZqbFfiGLK
zAP|-$+^}T9U~LpyhU7ct1z~)TydX>)7vH&)X53$MUgC2p&iC*YWI-ffK^DX?XF)u#
z!3Be>XIIQxkfdu{4Lj#G`YuSVZf+dhT&F#q(4H7nFRJWZFrhr3_Bq?Cmo|ni$kCrg
z;I6-Vd1K^)$<?bGV-`5{XAbb2{!{_?@6}rxCoGt)Kef=F4`{UZyn@b}Ke4*4F}`_c
z_4>x7`D?3ZH>NHqs@~L?v7m(iTLr##D7?OPDB)X&M)P>HLn!#BVHmz?I2_+Jj50gT
zb>c2_qxpv-8Q&tz#J311`Q71{AoBe#_+1p!@Xg0Z@IA*zsgFbvCGHbKSjG25s3;aq
zA_>18nlD<#k41rK6F(P)Vm%#G#3r#>OclQs+r=Ydk2oS`h*RPd@s#+BxF{;cRnaTz
z4U!>NJY!gFSRytXRv3<m-xxkLoE2XhXB)pSzA~;e{!;WBcNpI^$j1G~_YFSA^TtmN
z1C3V|*>H;zrQB{9p)OW;7;aZP)i(_e^)2-+!&G&z`kvuo^-m_%@R-TRG{o=|(=b!G
zVV!BXsnM|Br_pDjr1<>6XPM;h^HZNy(h#2)d^Sl#eO~d|CynxX-{-jWfX|0MSEUDi
zzVZ#0p5S+yr1^dUegmWyzaYOM(n7zF{LV{DEb}aDq!pIG`AgF8{fGJwmEQLs=08F@
z>>ukND}CU9r~jSO31J|=%*K<_aQ?nl<_apSsjQ{4L4;<m&Rm<hA+tTRBXfIZCsBJc
z_h%l;JeGMf^K9mY%*#|?&Ae`vtY&L~HP{+zjj%@ZcmFWA!klT&6q4Cyw&6RHK~kI)
zCxnzDr3izRDy0fZ8YhhtvNT@G6h?fWOO<k^Tw#(5qyk}<3Z<#SM|wnhMEFa^(xV~(
zpXUmczAt@W43sLQ3es6A)rdj(Jl7ENca#WG-&5b?=l$ZCIEj%3@i!tfOGI&IN#^X#
zd6~}4y3FRxMVU)8muIfZY|C7qxhZo?=C;h8nY%OhWgg5tnt3AgOy+s2FJ*RRc3Xv2
zwOXt})(~sBHOd-mO|T|g)2!pI6NwjO&9mlPr&_05XIkf2%dAya+RSHm-#8${$7SnP
z96_Grx_&ISwpv%*FIiVp5!SWV4b;|7REKrDwbOdRy2rYoULCR?v!1k`<?q*-enH+G
z+$YZYe<&o0c@(v&qMBlUJmNf?;(N2mr3nA6$fNi^A|AxA_fCS3zH1s`x?M~*jWmrE
z1*TD^QNnJz(-bcXO$nw1F~yW@N)}U1sisu%uqn-yCZ?GlFijNSGd*mYCLS>rnTlw=
z7{qE?N$llF{#jm%8IjperGv_LDxD%N^Hk=!%!`><GOuO!SdE$2tiIMj>tJh`H8S&x
zHO3lmO|qt1GprM=IfRp`IIKn166<X1JUX1#I%~6ak#(tcIpHd6n{_?$HW6=&b(^&=
z^LXX~>(0yrbnGSiFyVpB&6!&>cVzD3?;@I?GFRZ+roMf=RZT~dc$bdR;$u3JY1Mxs
z?iJ_hNHI+^O%h{F1*QU#YAP|6h_S+8>GH>a!x6FkyTkbbRDy-Uewpe}DiK6qrE*<P
z%s1Q5q6FA4pfDY5znmXxzlzrp_Url4g%bF2h35Rk!T|8Ooq29K_jztQr7+l|oB4b$
z7uMybS+|=`FAPQDcCNV}cbmId3nS3(K96bck85|aQGYglJlyvrs_kSW*ZuX~%qDN!
zyvsM8+rRKwrxixSFS82cJY#p;#kO!e`^W89+f7O__32&sJa^%-xQp91_8FhYI!mcf
zw{P5id(R>3(8rkJTbS6#kCXJ8+uic+n%l|?Q#`(P>*l&fw}EL_VLIxCg;tN>-L<=K
ze$DgguH81Wzj#bMh9!lze>&eiHg~<Oa8mxtLVNz2!fAc%^d3upTW$UP;I2cxY~%5`
z{ntMhioIy>m^JHTaQlyWZXN3ii~IE9t^>Yd{O<7v^c%nXHOCLr?(?WGyQ=Z}*B+UT
zg|qTE7nbH<E8LvlQ@HgT{c^Lq=HG1pHo5<#pJLs=Za;_io3DRW*W7q*w`k-3rrP6|
ze!jK`X@2^)+B5IAo7CRp@Q!`1w-%Or^2UzBn*3dbF3|4Uos-?`b8q27PuqdQCFqyq
z-kq-x7cR>`UbxcZGxLquKz*ukjc1H3f39#{{za0xQn=Bx&h>K&jD<T2d<%C$k2@x*
zE(k2#%Q^}M7as7$tGm{7T|rFYse-V=!|-9OW1Bs}vD2RH*lka9?Bl#{AMZE_-bBYy
zd!FM2<nk#ea=z?8$K*qM2<h+7r}baZ=9rAQpL(MY&zw(poZ&HeeEn^)SKM!H_m8Rm
z`Ko_j(tX4>*=IV=yK{(rj^mQO%+Y19a&&uq<?ge8K6b~=&8|=V_yv)L$Khu#@rCCK
zk_s<+U#ALE3$GMp6kaQsP}tK)m-{+Pr69*)EST)@1?_MI;+pF&Zaqbg!Kh0dVFj}t
zkp=S{F&O_hlme$Co{Kx~3hEq5sGA+B-q+HCMUISurH%>S*PepqjvUmhNC){5^Xq+W
zkJjR#V7<e^<HZ;^If@FlI7)EdHpgsle--R>%q!UKa2D)y)D;|bG#4CoEGjtRSXyw#
zvAp2CV^zT=M_WOcV|_ulW79w7!kb<D+}9NEJp4^{|M=>!&&}uSSg}{U-7N3d+(f@S
zC%X3s?sei`^JcGDVmXe*aQ*t6extTWY4h!_J>}cR`3<?YPb_=a?sXH;Zyoi&{(0q6
zjK{0?T=)Csq(1dG**mG9Kl}CPxmNbSuJ*4>z4D!R?Vb~NzK+xUJ-2*rjeEV>8>R?e
z2lkdJs(tYki(NRjptMd2;^NtdyY;zsvwbV3gm~64_v5`kcCSD8-dH~$`J1j2_SI9u
zJ?ozNwC;HQdF!*Uof37^y|=E{zF|sipLN(TN4ay6y?shTpFI(`aZc=*lALdzl9nGZ
zWxRd+l!>6@rsU;EPsz_upEA|nIb}LtQ+vL3%1pFVn|=S3D)31LwXOqn#FROZ*)ye#
z@8ZqRntvpO-`)7nRiF8NCip+HM*q(~Ur}Vyi{~hh;5o_+wNrh|upCcNR^kcDT0B8H
zgeNGc@dV{#pGMzcX*`~b9K&;wKjXQ`2Y4=W8qY;O<>w-DC_fjGWB9p<d<Q=lkrVj2
zh<rEQ(XJC4Z#+Fnmc+#5^ki$YEqPM1J$YJkTyk;ptmM+<a>5#-rDRv~!sI2%%aT_n
zo0Aih*HFv4<c-MzI5tz+njAs6gN|Lvdy@|&A5IQPYEC|$d@A`|^2Ov}I<6#NOYXVX
zm>h~DA~~9R;Uf_m`Bf-N3dtrWNAQyX^A!I4WWRgc8k&)M(MWf-?R1R6eQv6FPaL8<
z*~4_)XZV9*pGY?zG`=q~_<0qbX%G%k<Tc(15vf~{Nd0LePt?cm9(j$|n3vFqdAyrx
zoEz!bN>atiJ76O}`5S_7Bnpb2XyV1tA<?}w|G(WhI*cM-+$9uow@9S>>(L@b_>fIj
z;V&l85g;bgF+kYp2oyPV3>10dL9+C_VzLOPm~)81_%EBG!b!(a(LhI-aM3YL?587~
z#{Ryz%@AM+5X155(1sgh%{m|_W*tbooOL+sc-E=(rCH~)E{@(et~2Xm)|ISlSv^^Y
zZN{uCHeXxdXooE@?W}FEEi8SuEs}UK={d<!X&2J2+v06WquXq$jLB-UNYAll*d~l_
zOP`&#Ct28Xvd*Q~-Bn_noOK}UfX$J03R(k6zvr;cBRx3A<)>XAz0c-kE$$;(XvgUD
zwjw&SE<GnZgmn?U$hP#ZlJwa`pF%lhE3wU{^Nlo~!`usw<ylwAzCgB{tT;YyMfz+y
zYpJa{>zpl~q*vM6vJR)`a2b7`^jxv6w{6Ngo*b2R+_uHGE$dX;1=ipxJ;?%v<ZZsB
z+1Iuc+IQRbjdrB%u?5noxlnI<IcPh|dfmN1qq~p|Tx=((zDQcB*p}Oze6S~MXKd%k
zb=p$Ll8v?`lDlN<A`82-g<G4=H(TZY`}9pE+man*8%*A((UO%!xeIe}CP~4r|D>GC
zUfsw3J|%ng=zXKxve#yB$ZpT>@Ql~1+>Fn>?Cm!!?=uSGXLs@}YlUs#K0NjxPP<@>
z$qrAiBaEV`tb^9$S%<S@N1xA5$WBh5mz|b%E_;0T#O%D$`?4+~PDOTpR!{a+lA4}9
zGkv+OIeQM~usgdfyNW%T-H_cvv6DoROLLgLIJ=di!;!thmXSLz*O^<F+nl>7cWLhO
z+*P@4qcd_dY;{@Za@S)vsfXN6xm&noFV0<WOV!Tcw%l!Z6(M#!-qbv2Tb_1^XZ*&T
z+Kd!i%W2)6r_#l-mAf-{H+1jIJ(xZ(?ege(h}BiLd3*-@ChbCU)aVR4961|vHoIvY
z897@icH*htL1h<>UyNSP$GG-!?KyjM4&)rpIi7PWIV$HI`6naiV$PMEYvcBe+mq8{
zYqp&k-F9DTj+CC0YaAPs>zf;xGb?v+ZWwx)mmHNFNvm^bZVbgb^^qHYpOl`FU552U
zJ?AFnre?R2@21{YnzlbTBX>e>j;%X)a#l~SgJ&tX$d<$-NxMulxF>sm_Mz-!HV2K0
zR$%r?Drd8gWz)!PtHw5a{Ix3ka`x5i>pc4OrD@mQe$Tp?BWblQDaV`>kQ1B}%B#rD
z8{0;@yK^GA<U}Vl<izD9W?f5GJq2q!yCo-u`W$~FFL>s~NV$y*)_qPo6>E+yp@Cy3
zXHt$GF{IOoqGOc6rsWi8m*vdL9-mX1Q=U_k<H}j+j&91RIV8J8TbVh_D7)5i;n~!3
zM~;-UGG|TBy0kr6=P3HGj9&i8LC&_hM`<38=AOtc$(@~h#x{ZTA=!9^<~}ZaeEKR|
z3}xr*G$vuo7~Q62W1gSf^R`vFkv#LZ4C*~5_fl?GZnrHyPvoh2mb@Ta#$83(i}OPA
z!t<hRj=b2sguLXuw7l_o6Gvy{<>lq)P0fqVx{|(}W-E|$F6C^>PI=SwX0lJ%?z}23
zQ*s2;tnSI1lUIgo;bZ>??Vx6fd3a{d|5IMXJB5KtaC{jZRdh7aF`bSUIu^(8k8h=8
z1s$<;tfpfz9c$^>KnL^M>FA(iJ01CSbkeaWeh>e5OY<Y<>G&_6_lpMv|IR`-?JII=
zcc6-g$a{X|=kJL@!eBXXxdMyuUe}loVMt4(dOOwQ<-{@VW3Hog=!NO+R66z7d#LQ!
z`G=?+)A^k`ue0BIZu+ENyZMLovfqo|<3*p<%YMB+=GEpd7xeZ$Ub;H;+FiWI<F4H{
z_Sbhao4jrFF5h%+|H5OvtoM1<YwT{jI`#IG{p{^u`uE@IRXV(i+qSd%dHeM~-M%^G
z#dptPr`H&-_w%E>KIA3uuBk0m^75^Bo7)DeQ_XrE;AKNczrH*4`E=Lbw(rsE)Zm+(
zzkN)fF{Xx6iJ%hQ*Umm;>2GU)KlHEr_t}3gyo-0ty2s%5-`N{FQse$bUpE_ne;fMO
zC%xvu-M^dHzt&|^6RD(7aZy?LFZ}ZVmD=rJcl}NC^)0n$+}~37_p#eg-&XfoU;XPt
zH?iNXKYfg6?W9_%*mT<FCFd2(sgt~9?3#YWy`HaAr%@^P@|kyR@chpj(`Ox~mQpFF
zQsd=!cdRU-vTTfJEqd1EO5K(<WBTTr?PEN-E_E}Nbs9Z(DV60^R#9migS<X=z0TW2
zWsBZ7=ftZwnM3y&`tzx;u`$}%y!&vskKLw?p-&F{wpi<*Z~s-kx>;V@quDfe=MDbY
z-Bk8bIq2o9Z^}dNvEJ<Z)Q_LKQTH>KtyFf5>2sY*-9=?Dl>_~BoxM>~4^ug=)2Fn#
z@f5e7b9#M|$`vZt^znZ~N$t^!JMP9B_1bq#pKIyZKq`aB^vTm>!}K~*_hXFL*xiME
zH8x%wFOP9-5|vc_yo|p78ashX4wcDN98`*^lu(&XWgZnLl{zZT|3-XxUsL{7UjBFE
z&0V|K);C>yzNz-kjoxd$f9;<0Z>o=dL;1G;zb*IP%zypY&&{s?-&T9&qMO$L$^3Zh
z{f2AiP5ZxDeaNeSFTWSM=ZV+AQEeTJJwfFRl|_0vuNBXJ)qTEOH^=g&F*nxmo-uv*
z$L{s#-W%)ZbN=S*#MrJIHel@y*4Cf5zOmh7Zoc={^`?n2eb-^X9OceMY3i81d!j?y
zI!?3P7++eDS6t|FX(9dMME7@E)D2&H=FNKzuuS-v>-@PV{K|s(Kj&W4(8~XXUswzQ
z{KF=(omBQv*-zyVm19&+QaMZIg8uq4m8(>)Yp+L1dNFG<qXMV|dzDZxnFuP;RN|;4
z>gT6WN!R(-|3<M<ndDXMRHo^66jPa{^@URUFG{({h^>lkh;4~o9NT(pP3($W%lU|H
z^*UC&sau!Du8rMr>k_?vEtU3LC&hNec8rW-<XWe;Yp+OhE#&yz&e#pHdt&#H#D1@X
ze}f_DpFin~UluXqH$`s2Z-)%VZ-?B9UkwSv?}ZG*XM7{@8Q(kc8zFb&*Flo-yC9?S
zyCBK<MUWKyBFGs07Rb2&@%{{kAcOX)+3jMK5F;s;Mqce#uIpvIR>x4>#87O-1b7vS
zs~C!_m<YW{dWqKSxEs14OLHHSq80GR-zeM`x%XSksFAHBSM)np{}bn5^KWwSuL<Il
z+ycKGqy1)#f=_b$;*;F|_|2FQ{7y_5ej#QUej6qNzX218Uw?_lFTTX!S6=SG@4LkQ
zzoyq9+C|5W_ke~i7rD0|AGVE;+fNO1+<xx%i??67{UTmp;~J%B*tTe6w689;Ejp0-
zd_)gsUUVcKf!cBVaX#D{qr*s}M<1|9)8y7O%mEF)B(t8+W4_k&ux<S0P+}jeQk(QT
zrS&(Z--~eRZRwmCp;oGuB9pVHu=@ShuT$KQU#tnC5~TkY%y7^7Mmm2Toxfh%E);18
z=?cX;VI(masQY7RyfAR#UwvZaUo#RZBHc?OL<EH#3OO`1JhC*hd}#R4sG+e#^XLc}
znh<hwXfl<wq2q^6gpQT`30&!y(l4p+m!+49^NRF}kfbfr79mToO0SY-zawiD8q;23
z#%O%Wve$*5-y39KAg#DXhP`-pH(3m%NOlQvn_VlB3vbZgC34Bl`BV&%S43`PPUN<T
zvynR^5+ZkVeQQbNmf_~eeYeF#9%S16Iy5%&D9c1njy%D<NJr!u=0}{2JP(<G$P<x8
zk(an;SuT+!kzF{4WFu!sc1O+|A>0M$CX5)*g>|AhMyOQsJ%wy@7qX4|9}%V7*cG{S
zM65=SNRCV$kw*RPMqkUJ$D-S{O}FWimpw<Jd-jN_k*h`|gvO2tk8B$;F>?KgJoor-
z%^^FSBP@}1BZ4rlW*V=XUNj;E^T@vmCh!Yd2A`=u-xHG0BR<oG>QmxVBFsKBeI6G+
zK2P{OA^d#i`pgv;pE94Pg};x}r&0{~w`15~*o5CCvj`{cTf}h6hQqh&We1gAdZDZ~
z`~a21RE}$9*i5R=X|;D5e(?q!e*8wE*M`W!pmQTqB2vN+h71l58@^=-Q9~vTnH1hd
z$IfBFM0F3D6oJ>nb3z8+HZweI$W}Tg4c``FjVK<zh+6iA?_(K~>JAw^WGkJqH6$!#
zaLC}{JBKeN?)i|x5!UcC5%wXo!VgAF^AzZeSi&WIOL#Yz2<woP2<z~Jo|1Co&}<C9
zq}doTiO#DT-p2IsZNt|`L=VrQ)-cUJwoSJyg?hJ<W*b{X+I4$KH`~({v5@TCO;+q<
zyTcD^<0rXU!<R=CN6ez$=-lx0q>1R^tLRmE1plszMS51E94-A+`l;}do|m2%zCKfY
zrceYF`4mwEJnHi(MZj#IQW4<ul+ROQ5PtP6*ssg4OAPV5>UULy;CIb#{f}}S|DxF>
zDy7JBk@$|uRD6~pP0xIhkgLHb4h&*~mt3Nl$-mCykuy*>`Y(!TiSiNpM{nWijek$q
zj7S%VbR!~NMWmY$={|^bUqreeMY>b?LlcidU<?Yza69Z-q1(L)eUAXI8CDxarx)*l
zZnwAGc35o?^K>5n_pJXF-?P_4zH!tlGzn-jK$8SbGBlZ?gMVpR`DYu@iy!m{e4{TU
z{N@*XLz{;vjIm1h#XJvB64Ufq^p=~c`(mQb`|r%sx6S)E*}Xz+^RipxZ5QjjVo&3h
z>a*z0Tc*#VoA<wK4*#85_+OdjoB6^Zwu=4O6@>DC9}k}FDY?NmIzodd1>1wC5f;;{
zY2eKQYP5}7ZNa5<6bF~%HPbfzaM584UZ@wFmqs%kHWar$w<d2rrKq{32K~>{Uh`Od
zX86pYG0*d%DD$cC;RyJ*uT5eLW>9};b5IeL^&)rBS~|u9H+br`o@2wHb`RY_2Vu~b
zprt|c`0$eK4BCR?eywS0M}0#>yGN6z$2rKNae^FFb_bON?H;s!(00b4-5ljUkNM2{
z?~X9&5|u8I8+1A7YS8sT(jfDofI-28T!#*d7!(aUZcrkjG$>_II`JX~SqIsOo;1jg
zqnIQ^2hE}*ML+l)vqxj;pmJd7pc;~4ZDw7QOV?8zbd}neW5(HBtZ12r5f=ND{|DC(
ziT3|TkzKWQ7|s7b-;iiX5xeO1%0Ao}Lp-u@b02QFAqu&CP9JWtAyl~NwY?A5*AR&B
zS!VR%3WF;0>2<6ZR}xpT&kpwRZj9~QS9p-LR(g>nej%-=%=RnkSG2R<ByFNIH%ptz
zH`}Cb!bHA#Q<$aQ<RKsFUFjg@pF`67!e2Tf9T5YhW707ZC>@uMi-FQ9=@jYwSo)Z9
z&UU};lyhFEUHL7vD}RGxgZK7720jaX{-5X{d(q3h=;dDYPjs5bZiq0@cn$8~DIE!3
zh#{O_UGBpRG;r@H`tZz#0D85z505=;pqcjKiEE;VUbXe%T_&#^=vw5>J1;KbYUIs3
zCC<^Sl0H1`d#026@D3uj()#fB_PG{lyiT#lYpzG)9*yT!ASWA;lQ|pD!4<EMSAAyx
zlUJ8{@t*@->_r!OdHz{1&;R%at;_tx>)fAs>D1^a`^=g~^H?JBsZPF+)J79?Lz?W@
z?m-#15c&#*c6+`aZl8Q(=@G);D02OUzv^$H667D^A5O@16upl1PoN{jKbbJie?0Lg
z(h)@bJpX)>;A4(nN8vp0Bb?-d=v>vmjC52{%`z6fHH}Jx|5UVTXLFf~Bf)<<;dK9*
zUi*fB_kJe8kdG0T(YQsBFO@*ALiZm*<hP(mDik3>@j9R7+WM9Cdc8@fw@^u<l1e2*
zdmXq!<odP@JT-6<;kkhq2VNO?jgE^0dxDI<Eqny|4(#DNaN@vIL4gC$1qB8T4hkgc
zD|`g`21N!%LM~7{w6okAgJM`CA@l{svo6+jLr+i==`{{K<!2*0%rDM&j_>NAFv1q!
zIse;sJpb<1><qGn1)n7rehE~Psif&Om+@34>UEyp#&Y?3nM(d_@QbE#EcQ$EOYuwh
zv(jPno8-ILw}B6$ZK$mzl}JalpWSa7UeiJKB$DO!Y1*NmbwgvRw?5XTYjW#J@rx$O
zXx8Oh<=g7p>R0SHi|Pj7*8k@H$$u+y2hiFKr2HI6kr_x48c2~FNRb;zksC;n8%U8G
zn54_)P@&ympo0qSk^(7j2F|83Pj7Qlp{Nba&<njzY!JDoeFLHcRuIMwNTDO0j+6nX
z2G~sd_!uy0fE9K6fan2slCck%Ho%V8e3TBDHDDIn?b@NA)mLK*NkJd$f~FgKQs|Y9
zN;=WS<}%Y3)0qLqg!@ce{>LMie~-7@YX`vhJ8I9oug|)VZ@FTyyaBVvIe2exiaRIE
zEov*#=Tx5CbEd^W2lGukgu&RLoS@8nN#(0pw|rO_loKl5B^yJT?-MVd7Y0+9F^4#3
z)P)oyMT+2ad-)1?j*%oN{~K($3Y_bi$26nd!W_Bf>*FlLXl!7Pv;&gejMN9A@iFi(
zF`DM|tR;R`FI~;$$&7}$-r2lUP%ki=HUNi%lMieKvi&Di{_N#tbqb^DAS4&?6-qrt
zxI*PSxkQs0{5g<eYy%2~?@tA{lKd2K@Ek$u0Ef>N#xtM;z&`=`H9%<4`#K6_Z+GLY
zZXS{7=1~xRm|J_&fk{Bz{r1qj^$udqJs(29kMRxkxRpHfvdK#LB5=7%GcCOdyaYVX
ze0eC-awj+kLB9)(1!t7;EkY|WOGD-xdO#m!G+Y4vCeR5?)nuT@0zKoH-}{C11#u!2
z8l7>ek@m|<oRO~T#?P2Gz5#wEqw=tEBhfuf8)_KkJhc87IJwI2XxkP9Ndxfv(69?S
z9YB9@YM|%mknsf$Vl>&H?PH*(f33Wh#}53NOwleMQMRyWm?KSA_7Q#7ID+ss<{09P
zybryLQBDRO&GKrHuHhxZx0o+A8ix`6J(=t={LMI;=+|-9bBxN<pl1SC1Aon^7D3N-
zM)eeWEM>k?1^)shCxZ?_UlE{NAUW0;0}FYje8DImVl;vyJq6k&ALCy^hh!0C_5n9B
zilGKOM-k8mXg1JF?7bwtivP@#z-!jP_dzG*p=>$d=NL{&?1vskc_^(*gOtFuv<CD7
zc_POH=u5zlm?OOiJjfiwFz~N2QdZ$_Fm*F6&jiMz^`J47$E)dKTG{~mao}-C?gRZI
z&;cA}plm7S!JbjTR9I^S&A%x|BQkDg1btfLunp8Z%Zvj$z`u-hyTJK~vG=kuk-VCt
zloD>{wJ$%38L5D^GeJKGdMzW#lp^Ly(s+PTdJ$*Ef)mQE@_ERV>zocmatC_}k`{30
zGb&GmPJ#R~pdA`ILC@w^(-6ok1Kt4*&p}%cGF2~ZvoMO&(D@c@uF>KOetz6|578#X
z*dXN*lDQXWjnT#koXFUFhIjbV8sz!Gy<Z@EbN-KD+As{QFLJBo0DT1X7T{vY&(ZlT
z-vv$r&<YIdndZK`qgKAA9D;l_G(_X93&2Xq^Z@S%YWI$B0r}S&XdUqrMVjd+2$w?7
zrJk)kcF3H-HDw;t3VI=VmTcktO!v|>@3azdbz?N%2D$=R1Iby&|02nU`6^(rOJkUp
zCX<(5m0ZAAfoI{3(}ZUcSN;-ZA<2N%G#R)OQI~D}l&|;3kBRdFYnCIR-vRnOqoE6&
z9pJP8Co>vD!H))KEAU<5lZ;9XWPS=d81!b)RnWN$oE*rn1kPg=-9~<@xfl2hqag%z
z8zWi8^l9KuaKfOi6_%KF4a|XNDFJjGa6fPx_{)KFfG+ThaIVmMXBu{j6TpqY%eoBX
z3g8l8DP!++&?Ue$)*~lDGv>>%4t*WONDspg6EtnTxPnuR^M2;H?2X>dJTBlRM&ffO
z>0qRN2y?cgbqCN2ek<@4qcI0ElYtRH3-CPTUxdsV=-i95x_}|TI>;=B{5;59H&U)P
zBpTl%`b%Xt=pModC6FVZ<Hw*dZ3tGv3H=lc(?;G$o>uu;$}xraBo|Z*yk{f4ldm{p
zsPQgBT<^p<&^~;1>-_{WK}Hwkqk+u-J0sCKz+hks_Bjc_Td*UV0gMFhrn9zjY!l7D
z$uR`iP=_M3$9NAZPGhgt20X3p#MovjT0sU-_A>JBPKxIJs-Z}Y19mZjvx_ASyTIQC
zeit}h;B<krODSRGy{@5)k!;XpS|Ps|d`;V4=xK!v_wIm9oTeW#t)N?>xs^Gh8)MlE
z?8Z*JTeFt^BaOpY#u@+4$Y&9<hB)-qs_BP4>wx(>&8_(?Nmmo(SlII-Y<rPMM06Z-
zKE}d*(Vk%*=+$fw<uHmL@m-#Myz_EF@Hb(FNCvXCKH?={1?REeSLobdA+HXiY)Tq>
zaCHE-g44}th|_4^&(m&pE4MOjh|^HpvE!^b+zYf~_uk6;UP8{a(ae_|km-WXBFGf+
zJ&S@TWJ)mWA)Jj|I+f3YWEXnb1$q^57kXR;?1IiBSa=z&l^Wu#O0<4}zCM8cry+S-
z)5$w<Ly=}D{L`&*^j6-(@5NbrnNO|hpwlr@3$ORDH!w%*9eUz;#>HivCGZSv0#Nk+
zfiSrD5Mekt!Qh1VentELPUg`0j9VEcJZF>4unJE-X^hNC03D}YJ<*EimC|zHLG4P7
z);euO+O-w*D~#lETFbqejMNv?p^T)B`*i}J0+upTzWM{t2wP6`;tLvAf3{pIfy_2w
zt4?b+bH-Q#JO?}kYy+M~kF!9Z5V*_WE2enHfcsWcF|rMOh)gK7tb$MV+{v8YOU$9n
zz^f_5#GhI@1kVdzHI$u@k<<`)J`}Tqs77XJ<++o_@tUQz*~+<EyI<DtYPFTZzFH0M
zS#=+-;QcCSf8aRaS$O*b=*8L&1n6LS+HY{{gZgZ)5c;!j!#Z&ADIP<CCQmx3FGfQb
zu$57CgZ>q87i6M=8^DPJ?GGFWJPZB>&^v&OftMKN$!L8WSO<I%y<CP&DmXUaI^fTM
zJ!m}woC8iiEYHV`=W~P@azH-_`azBj8nqVrd|kT}ULC4OAdhzoV)Z)qUE`tcH$eBh
zC@ZkuSuz#;{lK?@Kht)Ykh}#~_VGYJ-~+%E>=WjLR)N?-iQ9mI`tF6V!Zt|0%J_A5
zFLGw@BH(J^Y+yX_RUq$L6`fxW<g6=tJ_EfQ*udJb*A-u1Lo3lee^Tgb{`CiZb?*6G
z^&|X@ks^E}@Eyc$IB4x@z*S%)EYxK9GZ9bdH0+VT1ic;ce-ZRs;Qtl$0pQPpoT&uv
z{)7?svj=)FvVIYaUcLY=jMIS_i;>3IbH+q7^7UC$DqGIiZsOn>h?)WX9QZo049L4X
z!SZAk_76%o_}>TC0W*P3xc;^Q-=wR6-JC@DHly)lMs*CM1T+fZ)8KDpG(F2`fV>2b
z88W6}W;}0!{HJIw0B&NG!B<X$h6dviaQ*<zCqRz_tpEptlL5L0^5wuD^ko4?p!EtQ
z3qkt;HO&u09<8z;IA5VP9-L3W`77v`K>I^}0I&)u0YAqm)&NVvc@8)S+8zSJa^p;(
zHtJyDJK!t<P6x&S^MTWV7^Cq?SfbfB7NdI&h*q;^|8LMb7j!534Fhch!gBcxw55R4
z$mokX^1*zWOMu|ZtD%1>^o#<30{9I$cRlnR1ug^!{#P&;(q)_*g4SO^Ll#;)paFa(
z33MB12k;y)0enPA@53C2gcOHTBd`vUIfI`O8Gfk_;P~XoSKekce$1$jVU&PIJR3AV
z4gN+()3b~Q$V=c*gs((|uS9IG<cQTYFl`#9X=d8^siuu-sQ@yY7-h&S*hS0GZ#)9d
zAJFd!(BnWWz=7aofUbdjIj{#7T7VH~y#mQX&^|y-^TUuwtLz8PS7?m~=M!-L3i>6`
z{*WI4tO80vWDjW#uoRr<fODYjAs{R_&ID?s4hFsh&Jy5sU<@!HI1Pv~8lQwEnr&k-
zy4QecHEZ_&2CZ{JccR}g&^90}myzX+Dd03}vx!+d0X%{^5{w3IHa9Z*0(~&!<`N*z
zl~+T<QuH+ne4)vMo&cE!^tB%S9tAE02lJ(1?j$_NHie+|7tof4)(&U@Ur7RuXWfbe
zcn+8VKH{qPVZImcE$F2<@6Ewg^`)L%!jFMZG0I_#2B0K>W56!}?qL*=H-KY=jJy<l
zO}+xHu|PY}1^#8w&>+nQp2fMPpnnEh0-C{T1AQOpRA3`G3xTb`YM>FQ>3kUozF`6A
zuhBXLoGajTfj$Bn+9VS&4QK#XLgqo>z2Ia4lcDVn;BDaC1JuUr3w#Wm3BUwkFfbk%
z0UQm<p8{Wiwhw?9wNZi0pV9gn=u>D70R0Q#Gidz+v^HOFFe=)-V2+H5z;Tc~01a;g
zZvlS<_&7^?ANV9N6Sy7tI%KMF))H_ggN_1y9IYCE73hP!^P#w!hPYzf1RMjzzDQ{N
zFBvI{rXk*#vl8^*AQRJjm7lv}-?$aAdJVfrd>Y570<mM4@wp#mBRGq&OFRb-?t<lM
zpi9xZ9vBL3dw@IePS#AE^@|?<Wa1%k=HcG<6f~p*lbB<|J(?jBsNEMhAQ^yOv`?5E
zV*5?Fr&F~3e~5O!hWlbGqmssGRDqkpzlQgTI<)7pJrjAy&L}NltK@gJ=a%Se7BEBW
z7aESC^}KdJ2p{G%%9}8j!;oy}dm>r8XH0@0kO64LaqGvhyaTgv2^LNT2YeOwlTWBs
z*~@6m0j}n|U}-UWTnGJ0=yxsTE$H0>olZ>yKgFesP$%xJJ27g;Am9$53+MzU=={U*
zGvjh_Hh^})Z*zc`@Z<sSEz0=Bmr;MR-P3}*{<Y|LEoO($-J@GR4|j{2hQoY!0L*73
zPinm|XTL6g7}@MFbZSvO50Yy^uf>R%Z-!4!v83@n?fwNCN`Nl__iE9o$NyTy#x%^b
zHiPppcK95z)PZ@a!i)!k{vkB%*6uDLpQ=5Rfrb!_x(pFG3!X2-SrfEq(V{|MBR)hg
z<g-*fXHb@Kt9lfgi&>BHBJ>|ekI%xYC5%3ZJ@XYt6P`<`+jI>zm=Qt~?wZvirWFDH
z2Ka5CrW1Xw(e9e@oaX|gu|<m?SlEfNWbh}y73~?wT*C?C4};7~j3os0G|Xu?MtTCA
zwcxBkUuVIY3?DWCX9GilIcVJq$qjhF;3za3p#eTo{)otTY1s_6VWrC>VAWH27j-f4
zMZB*X0s08uX^jN^70`*+$v_i08-P!#!w84t{n_E*M1u~3hE{N_jN((^X-x+7322+C
zy|)WYz&pR|fP<i+3;d6O%k}r2d5>`f?=nX)D#6gXT;I8|%np4&X62_4*xyF#$e+^h
z#vUU=*Ta~F_wHw*M<cW)z_u3jI|pcHjxh)Pt*|f-{0-3DrFjFI(}A%-?9-$nXk7)o
z7iTR7KSTMPuQ=fE<R?oK_Cf;tAISm!X!LjodMN{E4!qY3+6BquKz|;Eq`fmPV=V7!
z^NY_^jDjBQa^<@qzXQJ713C|_6G4Z8#(tG%igkVox>oZlG>?QmAsVf{BM-|Dp~thp
zAdGYiWa>a)f`&`z_qg_{0C4^a`7NM7(#EB|zpwPNoqE*$knQ2Sb$JZaatk!aLGl`8
zo&)VbUoUEYR{4`e8ECCRYaZrqKU)2v;gm*${|`K!_!M-J7V}KYPXbNg@6r&na2fOm
zpjQCTX)&)fv;9mf8-YL8;+dcO$>$*x2H);L?`yyb);|kThgCypz}*(<1g(F{;!%!9
zJtkSw3BN5s>qF?J9h`$e+^tAf;8TeIPqB7z4<%32<{G1D!nsYLKL`D}M&n!=J^mGz
zbOBp&Uw~*g!G6`oXhM7{dtuMZjOJgX^(Ww`0ddD9&(nMYJ+Q<CZ>Y22ZQLUm>a<LP
z-lJhjv8EXsmcafcT7FQg;GZhQ$q$j8n4YYrkcQ_WGe+Tzy@21DqMUPy@8eiTe9Sb>
zJ3d_ioB+hrDk&bVClDK_;gfBwNBWtb-}rr^FV#xcuV=z=WH9EhRQMA<e?wnqkV7^D
z8!)a)*uM|{2>>7YRuRBE!TBj<*1{+6G8#h}m2PlOg5w8F0cR+%LW@%6OQJsm=REKW
zNapa9F^a<s*i(gmGmuL&&^w_CR|lmEy`P6n4kO7h9SYwr2JT>a$`w^Om$3wRC!@R;
zYxX?wT?N+~MO)p7XW$M-V-#dgg7#xn*C~h=M$>DEkRcd*0c<z`{S}I4C#+JmRmQzf
zK<ifM{0HcNz@Ny9MhSj+8T@@1MVKa!@m^Q7HCu&GHL!&Tq31c!4tRAaqcH{6+R=I#
zXSHe9HSKz#TbqH|uL8~d2hi7bEn8~(bx(4S^FgOV=XK25XOJ1iJ(_+5Jtxp_IU?sM
zbk0X#JJI_|Al996HSiA1=Dm>L4?0GRB8`U3hngPXGDyN>N;7CgJ9#x2v(KDlaIgl|
zcF<2lX9;Lu;9F>&g0t-K`8~ih7}pC}FJa)^0sIj70P;WvXanc~XvP|p9tVC64V{`E
zZDoOuz*$#8uf$msv}*yQX#un$&zt6G_Gnoel0OFLB4}h|@;0~PieSQ3N!ba_Yn73R
z=aINtJ%srhiRc}PXdj7nw~U`tp+{UL)qK$RgAPGo2VnUdz>Cn|25a|dw5A8xiM}3(
zWC~W?V&EJ-{xdK;ysjHrgYQ(PeU>q8P6A5k7rO|bc&sLTrcS|5%=98OOhT-Ng5Id-
z2S$S)`GmetLmr>&Gd`xrHlwO&F_wYV!E`qG51^Msrd4EbwHO|L6w$ty-*J#XR1OoC
z!6#1}(~0&oZr}(vE+$FrHVtnxO)FwCKW76@V>A?DM$-5!<J0UVir5r>zGvinfimV8
zj&LtV<a48TeL=SWI!}K;rHOC==mGjWDR^(X7w>fR&Iir`PQtUJPeCu?cO_W9_iFE9
zaF+4aob^agG0KBMF9z-aXAI~gjD|?yesCOUoeYcsXE|sK=u1E+a0B@7f_@SBJTL(m
z4YWeDkH-1>&wO>m=&C@UhK8AF9mgEHi(&a9U=R2ofj-5pl4ipZrj7T2K8V&hU<fpK
zgKx$=)FVO1pqFW&=RmRx+EO(Op)Ch8TfxED#R*Lk9Dm3!hR##??5;_(SsOcZq{+Y?
zcwhS*G`xk@E!r&b`{0HmU@JI}>po#^5zu_U_O3e4&4#v1z;V#|3g{z1f6dR3j|9gB
zJuNu*Pnrj`*+lCW+>s4}d>#1Lz<(2?o~L<R(}PwSm<LXlMr*U6dyMsbz|m-UkCA4a
z>3={z46RcjpAV}hqL+!FH7|{Vj1AU)s*MO^Tmk;w=q0E(iV>};dXLN>1<l(Sl^-)2
zzv5P+qc}f+6RKIF#XNr+L5c>B*5V&@0zRcM4BCd_a|@>#<-uqj1v;Yl$Lw?5+sfdt
z0dCMdqaiphV5-&%3<E9)Zh_=G@Ibm2x0*e`OTc2_N01ECA_tr~u<cL4Pqn8v&{L>I
zHDvYx58~Y87?%xL1pFLh`~)(uLGzEmKLwnnt!U7XB2JPa>D06VW%&Oe@X5QHoxsO&
zRu5=1=rZ(m6f=8{&oU=5ZNfTL^MM(dy8>=CAxEhr@k#iLn8$F8s|Hp*gs3QiB(j#O
z={JIZS+o3WCsr2YF3o0brQ>;#jHgmdpmPaU@fwa3%7;;i+bCqSD9$`uh5?R2E?NLR
zsmKq=QQ~88Cg`h=Wqh<e#wgF!@*DU)zz=}$L8rARmQa9>hh!D3{h79=;KMKR^l}Uk
z@32cNG2XvvqsC`TrW?<aJx*gD(}?yraX&I0Pp99+yL+RA&_5&KE7lk`3S~ywjA9Y-
zXm!~fk^gwvV^4~rS&tQ$iP>{zl$VMs)>|;y8X>~z%F)Ze@h5zQpBN|x34eY?Ji2=z
zDT^2&f<&+gpx69KQ*IF+%D~^o&}m7iLT0@=`4c1ff3cw5sJAI1P~7t9qu-w=T)>6E
zCBPNHHNXuebDnryY?=8)=?t+Axbun9C(6Zc;JzoGo;ybz1Rf>98R7)+%$&K8&JpK<
zm%jg4$rGXr*j+}=1_8vgaAEYI42mC4v2|)6&JD^S0&aZvMMpm`G<%`H7n*>Y9$zoC
z=r~YBi8zrY(u7syh<q_kl!!T^T-4z|1S}V;#X6z##}dRM&1OT8R;$|Q*9>O<pU(Ur
zwxjfVx!`Yp8hrBvz5(Og0ecO;2lV=cRtJV_^`I?u9@Rr8Xm!XeO;1QC^+oza4(hMZ
z>Z9P#6X6p?_^&1sS)I$DWH6=T)&KDSqf%ybL>VHbBzc0-A;Lte7%yyMvY0B0#cWX~
zYD6=6u2rlQZDNDiEVhcBVvjf=j*64wthgw;#C5uKSWH`mY}#ac+4LIfcGEW0ub6&|
zdb4Re)h`qEJJc_mcA#!Iy^i`7(@xZzO>YQ^>P~vqPSS6pe%Z7Ob-U>;)UTL!quy-#
zJxRBl_Ry<WNcwHmFPrwFZa4h_^(&@*s5hJ5A?a64`{~tYlKvy=mrVyyx0~KY{fg-z
z>dmJ2NP2TWkMMscuM)0*%Oi&{@=d1qb<Z5uJ#$3&%u(Glf1-XinU3lH`Lphq<GNoy
z(EV~k_sEC3M^5S<`AGN3DcvKd;gK`CM?Tg)a#r`qC%Q+@=^ptDJaS(5$X|7jT+lu8
zsqT@Bx<@|y7LTkDYs7ld{*4~Fq<iFZ-6NNEk9?tf<cjW*FX53c-6Ma~Bj&2^nZN6v
zxu$#OABdQ4-9KOH{<*IE<!jw9ZG8zim0SCM#i5MJ+<;6WviG}(cW*-_^OPw<p-dT)
zDVeDxbB0innb0IMBt@o7m5gPMqDW+jWaGbl-|zo@=UeYN*LALodp~Qv&w9rDS#RwW
zpR4<kV)e7HsJ~%&D`Ky?5N>84dpjmY{Y~Tq$J6`14d*)*tjW#-_*ELCK%dM~RQ(ve
z@0Y93grBn})P9(L;M*{r4}>}ttd~A0ShKxXuoieFfM;|Pz_WLQ-@#&mT;GPh4}BW~
znEe|ROc%m^!zVaA!+G!%r%3I$mBIgE9u2qai5s`WCf9d-So2Jsxi#RMJF$I8w%)5o
z1$@a%)~cA+LR;{3e3U?}%69?&LVr=U<>r0Q)vdi^qpzxuU5p(B5HO9!bM;-|7uHzO
zDS=A$WsQWH_>Sl530|>-%(1!O1o(6OMU9u6O%<&>FSZYcg=>CLBphGXxju7e)**d#
z<5A0{&rGG!kLh^~S_K7i9w^-o=h^W^_CYfzTia^lB;oA{>Cn@?y@g+;)sO0m4;!TU
zy_-LfJrg#F-~8#EzO?u0{Pg;blM%b-ghMAp)IT;}Y@Hg<R+26W_%u0rEkB=KQ88_C
zaWOtW-zYu(xWAv==b4syNdxxVga~hg{Pd>*3{yd47M+E`b{$OuQSbbu|1{WiP-9ht
z=S(jS+jLkd@>u*dU94=%ZWD;A{%Lx#(T3wupz@3T>115iuHX#EYs76Itotih4xHuH
zKlHmswJ^{=>e7*Ux?>6JY);u>t@HY1_9RxV+KpGtSud@*-o3c`w7P-cB5r+;Xpu*$
z#>sCiH<HK4dV`meOjTD?E*0zU&Hm*XV{)Sr_i^XhaFQs0Co3l_&G%f+$f3?(3I!Dk
z-4{@?wfKUhOg5haZ^dpU_Fn=L!%613$~xMDoR5zVtO^v?3rua7xbuQn=xSaLB}B&8
z#QI>+wmV0BTUe4m-sA3^4b@3Fm}?`T8@#07q}a_UFm)~L&wJ&xMSVfv0;5cwQdc$(
z4x;~@uvxBVDH>;)xxRkc(kgCPypUJ4UsA*Q+poiJA2j?Us?_9uba<&PhiaNjl^MP$
z)%>pM5mKu8TkD5m6`znxa*)inyb+Ck!W#WjF8TXvqSM@;d~z+fJu|{vu%X_VVN|c(
zsh#^Y<cr;;*Q8hfLBlVaZF9Qr>%qQz!!GuWj%ehk$&Q;jCY5Tj+%(aCph}taQ69YR
z8WdZP))0PX%-a6q_sVMUW-f`Iv9s#Cm7(0i^G#&OO3@VVj>t&n@IAJ3%&c7v+Vg*{
zkf~|{Vohxk9wmd)70t|FROhXI3uz+0l{C&3U*DJ)CYG`rT0xpYW<jd!WwiUWQ!8F8
zx+}}`hgUAs(gRf1pVG1d%-647v`9R1Q?~77BA?jtN<IGk0QHs=4_oQQw2LKuTWuR3
z>ljBST7xfO)3kd$Uusy`EyWtC?Py}27}_dqS6rfEcE41rEpfb+$u6%%%k0rZgZ@OX
zRtCG9C1#WQmPX|VYmA2VhYg2Kh7E>|hmF_{HYI|8z6N|5+d`}Acu8m8X`^aGKVvge
zVbIhTuS_|Oec9LVj}m9Ldp+A-s8-nF6utYw>%uvwtA4R^=DG$=_dj>f7TlR4dOiPh
z`%mczPYqkmBc7IQ^8lHx$wF;sv<t?`ZQHd=#a{1nj(9rg!tcUwqxsa<bf&`A%tPj;
z^a@XyU5efFyoS1svawqwW)m_^F7qx#c9HS;W5Tkr*}l(=s&CHM56ur9i&t;U36(-y
zbn8UhZ+&GZ_y%A38J`iK!BIWW{zY*6krlHQv$I)!zvF-2%E;ko$uwJu;5$lKc(Fav
zD$Z&r-FQaZ5niQv*)LY%N<^cYUA4qhvJs~oUR&~nIQCj{C_799$sBW7vgEGlWLY=4
z)+t?m=z6D4wPc+GIav03OK{wVP~G^E)?luRjyKf@gdHx$hK~~KgL&eKZGw>;#IAhF
z)Ii~2;S0Amq&AFI+A>-*BIAh*84-Ldo-3a2VYE<MXn3API7g1eF7R)1CEUx6kWacO
zX3=nvU+elaZT_NY-W^=~Ox#h`X8QO7ofG1b{t|}gg(I@X^rG*D-;qv`bebNsjJ#VY
z9Gac45uLSNil?wu$L=2AgE#l&Q;2ydB)OL*?X>P_oV*)p6m8^`xI12{qerM(nPXzt
zXUWzSRdH4Gs3(S{GF;0>4KlkpC8l_y7$xSD!y~u?wN-gk&pdcyz;%eTk1L{0l}+_C
zQ@l1urQsKY6OVVX8`?hRxhWy{A$->GT6shZSKjvqWv;?KDu-3SiyIu}s51K~=_Id`
zRbt#HwRi7JYo^B8J!5AhM=KhLk)JCXmnD)%I8?dXXCu`m?u~GEB`qf{H?oZDwPvW`
z8<!c!3?k=ZRdzJ4G>zfMWm~NpbjFRwjpm-sSI$@7&I>3EkWANKe@wG@bMN<tmO|m8
z)Jto&M|5TZ8NF9E6FdEWa(X)Ivg}-NuwdcR>*(hbZFLA_;m~_falazc!|S%3&WZQt
z5nRX3B@ME#n`oC7<Z*L~OgZ#4MEWJwbo3s5aKMt-$)vUO5XnH7OV=qOMKr~clo!6@
zbU#JPy!#@_LRz2D%~GttujmGE`+KHTah?vT)I&j;$pvE8#pd^tBLx4f_0N8=ju>&J
z1&O5p^6!~7E>1Mb5Dii}sL%bVlqs+=)=`Wh+^%$YNP}moFk{qssg!b~p7dz4TXEek
z#|W+?dEC2YOgg1vINH0kVz?hTl)aAFC=oT?)!?L^Ag1}^jAn6eIH}aHtD)WDuXEw#
zs2*$XBNaNOI$X{&)a1Q$!jHabTJL)_6)?wa-p5v)Zn8|A(>5RNYGg1U7aKd7OfBt2
zJDqAI(v!p5yqkA;B+&9`$}3ItdgB`j!QwR%8;0vKv=o~B3ajm#wRxqLCjmO^M-Phy
zOK*hEkE@Qet!R(4*(K7H#nkWQemTfymx5SG8rVyECi-es8s>FNIw$>VRm-#JJ661S
z$}X|Qs4s8YU`dkkOZ^E!;~NJBrSg;X5}8}Y#v?t9Cr$iLXc`+^^;oS(CFBeXtKV1d
zp*oc$=$(i+e|Y%u-K7D0y!jiRD6#k8tM-bonF&i9B>S`}Ci~0S$b6Q*lgudHm&_=0
zQ|40J3GMj2k4TrHmW_<^an5E(23x|8J{>hOLD*Tc`J@z*wBt@|w9a^l&Ulp0cv!Tp
zlG?nw8q-m=-It@e!lQ{h`6ajWJMKgbaY(03vqngK{B<FbP$7|_$Y`#}Xd+jo1WTm@
zpN9d(qr;_{z|l;ok3T0Ie@;!PU1fj!;0*=N7zM&EUvUQC3AQhHOuyVQXePKf6TF4#
z8bs&@Ls{Z3v$&ziQDNkjV)GWw<}Eq#TW3@mG?W<lLRjJ=S#Ui3Lah9s4%=S7XnWbc
zc?*B@mJ#q-EK6Jj%NbRMXM+4^wjr<RnzwMqZ!L-2dcJu}U-K4f^OnlyExyfL*oEnI
zvde-~e;?|dw|zJk_9Swl*n|0r#}CuWP}54bhrN=fkBo}JSFSmwUGMp$_^?;_VXyiV
z^L(4KcdwjeUiSxZIX|U$Ucf(md&e|2*2d*sU4OtfXHRnP#7)yw&nM)X*fO)oGAggL
zr$Fz7k!h-(rSrm}mGt0B@<{wh(#Wk173T$!hq{sb16^LP4>)_K?t1Xz@ry#5<x0rB
z`byyaSc%}?4--~N?TNC9HIf_p)h4X>v;X+?PPmz;>RG$6HTB=sbY3V+ef(BMyF{!f
z;R3(woioK|^Xs$yv>NAyjV9-=GoP$-**I0RV;*Pkv(En*RW;x_hNR#8RBhJK8OSwM
z(-NFxdLen^_($Q55Vv?5_o$&)d|cvcw^W_G6YHpVw_M$uREK9wtRFJ7_UwMFT+g1F
zwR^WyR+hl-Z|iz4XLjhv2(*r8r6`<u8kRDfWv<Y@P5)U=c|c2PUfbKO^PXDU$DQ-k
zH4=Hh9gg=1kvh@JUR|g2-A^3cR@8ImI>gh<TnSorBz4`H{|i-huk~IH&OK?>IW!O!
z#~ioE@rO~WNgJ<QShF|Rwq*texdoBx0}cLM_Jeclp)+de9ARgnZj~pOI*sA?U$icH
z-t(L_D7WNTa~1!eg{$6fvQ;CVBf-fVtNRP|6uPNso=M4K%?tFkJlRM6-Bs_DX5&sf
z--0>!&(fbc|HykY=xT-Urzu9AachjrzBaMn$T;I;C@1gw(8!sD{**9V&hJ}W&O95C
ztyMQx`>WZoKzNsZL3PfFkdF5OMYgzd#l)XO*C?{bKlZzwysc3`mnp%c7gcF}!$&94
zNb{@6*=M&98#mfEua<~gY}1zU`U{S$Pgd*3Tvuv4%O^6cI8$P}I8(;&lFbl}1Xr3i
zou1BA+ESf-+RW3ic*%tsfh4yuDPF!c237laX(ug~8a_X56|ok0DKa*Lx0#7)4jk(!
zsnlyvGZToXR-Ct_4UO(NoAOg8@YF=|TZv%n3zI|joEJV{^3`vSS!(h8nyem>pB>OU
zSaP8C0cTy<?*oIWaS0m1%Y$ig6tD1&p@>BfB7V}<=@=<MRjXUcuvXcdU5l?-_Dx6t
z^Em~@?-89%ZH1|?u5GbTVYnlH#AJT0GEeM6eLzji6OJAAr21no2ebvEe7;3AX=^$+
z<i42|CGHXCq$zSb;3SS+AhYajSWZe|WtcPfTI-lyn^?#1Ngxje(gZ7F-`$_4O_h^e
zM>e{@&gxQveOgZGP3Rn&@w4<hxNO>cw<^0+(EszR@DDWc>R!{i(X}F1n!&5wk&(kw
zS_4)z^}(fK@9gJM8NtiFtHE=3f0TdS_?=oMJW?`bhAy{PT#L0p#NFP66^(R|Jg3vH
zHw>r8bAG6iYx?<Ss;J!6x3qXgu&Y1CoJV>nz;0lkcSP6hh+}PBeEXNc+iu2#AIiQ8
zE|Y$o{@r&MUlXnOyq{wu(lu}{_JRFl%aziNx|5Hm*O9Rbb_T`OZ}RTJ$6svpYS%n{
z#3w(Q6-P&?IrVaG{M=H1S8%U_qe0>P_YT)ywU>u|Cj#5Q{t)bO({pU2oAP&N>*vwR
zV{Ux@?%ZKNjj;_TnzfPlv91wLhIsj~p$ny=zwg^KS*YS$JdSmlPwbA?eXuJfXo@M|
z_oo-_84{-mV^yrRr#x;gRWB@*Y^?Y=3kVH!9no10zK>sUE2tvhXpiRCUV3!xVT3|G
z&3;;*HQ^X3AzRue^?V3E(O@YpTlfyLl>g8`!nxIuVZXmw`fy|`IZ3)vzO=B(Q*qYo
zrS^x_cG^UB`@H;D@0nH4>aPxJ?%q!AXGfyHZM*xx=F49pCo^%EudHt=e<VlAOw9`D
zcKM;QbNIf`rJvQ4<8*)K&HjAkzwA|Zo0BOo-=N`n_gT}J@XNI9uGjJoKYH$6)6sUk
z`q0&^A)gk=OH&f(WVd2gs3m#WCJY~Yugfk{xWMP6>=zUImBnNu<*<WP<+w+zo0#(-
zlO^WB5aCdHy8Hv4flTk%9*8+u$QeAE8s;{ZUU9U|=50#gGk&VTaNjUs^-AfhMiF-Z
zmxLACp_BYYOg&F?bf(#FRF?M8PgcsUSsEK8W&VzP{Yq8tSGDuS4;ruLKbqFg4{EUc
z^H-yjcg!lC#5HG%d*g&3ykrtp{C&-K@h)lUd`pK^+2Mg_%4e@K&5{lo9Q%m4Shs!R
z=BGYd39%mcde!TOKYXcgDr9z1Etal5!PYI_doK9J+csDB{&C$enS=?hH2jhkpAF+7
z-BULEH~uJG?Vv6&KTToVE4q&;A!nb+6=!uhXYnolRppI?Ha1qwd;Pv0(|xlfNHb3x
zmA$_q<L~ie`?g2Qwhd#_mz?!Y>a>^-C(77VOplFqBwXTrw>w5@j%=zYr1{lE%0O#v
zN2AVkr8nCDy)kmn$T2_D!V|WvBadv#q&ntfRz}M$M{7GPxcPXP{M(i9wX(Y_n=99U
zow;uFqulU!^U2PZ>!wLT7v9#tRkObRR<Izs&GXk)_BPg`k4-&ie^l1BXWOS+y1oiC
z_v&<zOQP#LS#nh1L&(6r?yS&XuQlC<J9a1vYw!H{)@)k5L}j2%`xdp7k-dRV*7>u*
z{(A!I-?j_9E%e?Y7%MJ@@cHjmisFyYNfzWg5j`7n)$GRrVPt#8tv`$37}UE0RxZ_E
z7Beg=bIf08;9Yt{S38T^w=YWz{0tgwwRc@0M#WvIch{WtK4`gkqYV6o`^uDGiz@a^
z=AU1aH4C;pp*nmn{b2P-h^c2AaSJJuNmcS#ZRpWg4@7pFx}v_zMa~kjzb>kOvT%Q3
zNk2T$Rm-dWQz;X_`08eU)s~zh5&Dp<l*@9Ne|i{%IDX3R`?Ip*(w&vF{5*a85wY&w
zf#+TFRyAJ<q!0N?r8EV)u8VNyzHvFRtwN_tCFRXn%QK>welqek{XP43Cf-P!Uo7p*
z+{~@hx(00Bq>8-$lX?LS<9&C*A3=&aBVw`oS>u!biP(%I(%!4eVZL2-+<%ZASKU1A
z`DfJ(w#xW0YV_Z%AT-_RbuO}`Lqhi(rqN~Cbja;KUskM>|C;9YU5z#%(uh>ppBQ+T
z%e%K!d_Hj3eAutEffgZ0RCn|62vALV^-sPa$rmQRW;(*^#=3vG_xe7?h5a#2!PdV^
zT@L$m8rr^FEh+a5n@V)5N{MTadwqFK!-2QbMf#GdTi=zwdp^gjcZsPsXukXraWdfr
zDw?O4-_9);Sa+l=>^r^leKSQ3sSN+-quuj~o)hgXe@N!){QAmLbQ(tu4D7fSoh~l$
zI_&ejTb09J`)=PxkyF|MDFN+9nX2fQ^yd9BrTAY_D*@i03Zw*{hR9^y>}R6$kJCiP
zBiM4XSL<hp(?1mGQZtqw#kj1$%-<g7J%8)cZrP&SY&An<uQg6R@^_Aiv~aeet;_{G
z=aQ>Js)|?MclC`vUwl828BbUhlHwiyU}aan)4gwqtglz9MxU&$<Z5o3w)6F4`gmf#
zU#6kBQxN?<8`j=64k@=0#=S)<-KH81;|DJY<g1N1Waw5-HJ%l57C++}^}L_k=}+pl
zvM8l#oN%;r@MN7#txttyA#r%c<Z-pz4e$Lbg5&q1@{z*wXxB4h98BB`ybtRZ>!j;t
zeG<d#VhYl27r#Z!5#)EBKC&QAFRi>GJb((bEo_AKk6PQVc$9o%EYjk8FQ@N!BXufw
z(B#d?9{2JT+Wn)->_dy&KmK{NRgk__yky6<tt*{+`yJwjW3|5NAx?BhEpVf1<hZ4i
z?gwl?;;&H0elpB;9iAY`N#iP$TIp`PjcS%PL`pOFjz05X&3c!2^#vn0$`;P-i+ny_
zh1hEG9e+M_@qp%u-Iu~%#(aHf7imzv`e%`T{kD>yA#d55<FPf<wDWr=--ZaE(EIYk
zWIAyC_|`eOu_v#`k^LDD#tha_*ZJE`FGWzwZmZ-zrSh23Zifl4MfCoZ1dB0xu()C`
zgSdEixnk5k*86|S{)}v*(x2teYAJ2oNfdsCn|jA&`^vr6$0zQJTQ$o>t=h|ZmDe|H
ziB+L*WF9kd+>kzVUPsON@CTPVhn~|>0s`KK5y1!Ib?znqz9XnV`>R(r>240)l-xdj
zO{;MZX-?Cd>Tha}3#{#+e-Lf>*9m>Ci^To$THxp3=Y>z|3O$<+-XEL0wXpqOIOFax
zZ}&x>t|q>4{xdo~#z~9ZU%0l2mEP?<RJz}gDUPOaU{vs{XqZ`ABH!zd)bM(_b(vxN
zOpm;lUsr428KRdy-kO_nVVvn+C<tP?bi(#|(dp+yb~kpIw<pd&wk98K5V$~jg05b+
zR;?KLVi1#>#a~tS?9O=7X;w?3!)v9xLLcbeiee7rjT)r{ne@fZ75cM>xhqN~r^XI1
zjrF`sm6d;t^ndkDMIDG<-%i{}GWDobY@e+9@aci!!l3|ZpVRlO9Fk3ldlGsEn&R%f
z6D-dyyM4suhEvwjy~EX}9D}2c(GjCz?~mn0_#b;Qe~;N<T{rMT>RZvhM$@`190wB`
zM_oPUNGy*+)+9_nyMDdcR<!g=WKhc7*Wk*WZhlm`kiKBr{qiKfy(zM%6Fu3yhJ6n|
z{O)l5iy!sZzU`kSJq7Q5wzv9}zRw-M<|aAO-9=mxOzgbg@Y_3aS1n^~*=nprUXdaP
z`T8&RKe5F@BId>4fA@(x^-f6GvDcnCo6S=?**$1K;iF=fdgG)XeT&}W<ae1oQtmnC
z!ctuZwa@@#3PpFIZ}=|ROD#oS^M~&0(Ok!F#(|-Pt(~;zZzjE_H5@c*45@qgyZ8AI
zjXa(+NgU>O89$KR*XcMFLW*ws?V(Lw9@2duo!6KDPF{EE1$VNf604$0$q8A_XM8iK
zrkCP<DhW#4N^K3AOu2MMYjU0m-4t><&)yauB>2Mrs$zU)yW!`D;Rl&#%wKX$>WAN8
z)!^2(&z)KnnR*joT6%bhy8d_t{C$>?eT`p=dD5MX>-GdJyYm=6d7Xt;eowsdFlqmF
z)u%CMmA-Bd-yKt|eEn$Gw+5{%muru@eUVitS#yh{1@)-zxL`h%RxQ1UnJ&R)O>y_y
z%Mlq9QN}0Li5bUZTv@X;{0b^Ap3H1YY_*X~v6r&3pE(zuUU`;<^2oXFdMUlM#7`l!
zxE<RW>#n{~N_Rf#eq3mqMs)Q)zfQ&9WmfXf8Pzww#utk?tXio_jfxI;^$oDidKgY0
zK$MhUW%_W2H9qy*H+p(&1Mj2hmPAEu*<Xixw>~U#=w&D@dU&bH@9y16g{BQkZh|t^
z?Cr`0(beqg3+a0*cgjxth|W2FVC~eNcWK=Ab8M(C@TrqRTjD^-+BQwbMmsx~X@z|j
z;>FJr`|3%bmWSvPKKJZbT>ct-%Is1ti@3vEl4O$la>By=9{YxsZDD8+_+ooh!1M{D
z9yLS$3fJ@cjG^=Hl4Hg0uC&lh9~4h+x}xhPnx%Vyu7gol+x(J0)2M_9%Wt~fpF*!I
z^o267UXP@R?wY<OZEZQ1rqUy;d6)UFo^|<XRX^)M(2)7-(!7HA5&RvKKKPNzOXnA2
zW|VGSUKYa_haty=vX5?8`L-&B7giQJf01`#Lt$_5uyF9lXLqWviH!3JJvq!{R%1oG
zIyp--*{1CAc<6{kW}F6hB9iI0sF&3oEIfDR^gC+jcYdo4|5WFp!bh^aL1SG`;rf*p
zr+o69UoIxfsNUeMpm^V;J~&&&KW+KWXz9ac-NUUSeP*><g*Fz|MKVn?ZO!{9RvL2d
zYck%?_wS!GQ+5op46$inYfCoV!S60i&Wi})q(+x99QNzcYOsh*IX39T8D{lP!`L~b
ziz1|%kkA^Fme57Lx6GavsMI;Qki2W5`et4G`%8Ct@(&(F-3nyO*YC<cl`kt+K~~wv
zlKZ~y)2XDVq6ypu3)Y??jb9e_o~vwraY%qgVKgT>Pmm`^>~!(Xjm2HE#k@-|&b(H8
z>8&$<*Yq57uDtakj}+GcQmi1H(<b=m#^=6bsqZWzQz63v#<>iZJ=<cWzP-6F>vZ|(
z2EFN<mU31my9>6S7d`CGy8P=$S8FF$CLa$wdsZgA5W>oY1OMT1ID|kH+WZkGbm2c3
z0j2&IBNB!1|M`T3C;ayl1V=@M2o%zPK1K1k|9-l;C)gjQk}w#Bh+;4*2@hj<904Oo
zMsWx%N2X%;LvaL*9Ezi0&WhrZzn$pcI)kvs=z@|^GW=W=MgC@||65DJW1m4GW7kq~
z7`vcUB1RVqfr8P6Ld5PzA>k>oeiSl-u>l1b0g}TLNqATnJdq3{V)ID<jSGO0;QjDK
zlmwp*PoxlGIRuB@4*~9gbpatofNcOU3alT3$04wt0Y=6=7f+<Z=RojejGYlYiePlX
zqZI5~3Lf@3f~Sz+I7JWy#bN}keh3j0F9?G5C4!J~nDc@(f@1@rkTCv0C}fP!5ef)=
z$iD!i!Zsj+^o5^61SY`9Q3xmoqY`njFNstX2ipZ;R9F`xl>+L{|HdD{DA@g|2&^9o
zM<BvJBH>7wx&bf>tP2T8CScc+F=r#;K#_p-BjND`I8I4;1c74+U?_ZEP*?GobKw8s
z9C&QLfoLIO*HWmktw?w(sMr5%QxZr*j2ueEo`ZtJo`ZtJo`ZtN)JYNr!Nfg^5-~Lg
zMalmlhhl0wilS85M<@ykC3H4`VRS($2&NvOAk<(RpcE3O9smqe4^Rpj(^J4>QP}68
zWMg_6NMB5S1{ey*J*bkH_@fZ1WLS<0+yTcG6-On*wxZ&3B+OboD4vl0sCdvBuoxy@
zsCY60#})M-Y9|#>A!GLglJGMS944nhmSgG$C>s>m=Ts1rurH|;Jc4;H1;O-gDun>Y
zB!VO2VP66afd8vAz%cb?6NBx%iNSdZFfswkUw~2J7)NlRO+)?#7y`%DCPsmL4ln{7
z&zl&`BLIf}o#Aa3i%kr!_W+}ipcn@j6?<OLwqQ9t9yA8Xet6(>$VUjk;2sJvJj{mx
zhLB-@04bQ)f|Ud~e*p$a4Xg{`QrP`4eRZ?#Q=vQp7>Gc4KPn#PGzcC9G!(m=7$(;6
zR00n6CBWdC2-c#Q*acl0=5Rm`6gG^0RG2e>riFt!9H1psOsoM~0@s{Pssh(AfPsPl
zJr{HZxP~DF(2ro-6A%K%egwdq;QauGu^#~;VeAJmjQt1*Fe;=Uf$$Hy5CBoc$RRKn
z1sWq{s19wO0te?gfk38U_d_x9OaNm590vpf6`ozdFo(mQmrB9-gFvN{;Qhc-n1dih
z0Kxe|1SJ7J2PkXs%!Clhz?qP(0EVf5p!~so2COB(eHCCtOso;fm>$0w1#oQ#7-(j&
zE`Y*8JrBrXbC8G<F!=$>DW+zV2n3iDA^;=9HXwoYg?&yUkVqIgDghJYpu}S86)-)f
z7Lx$a#yo=xNEc)SAourK|6lcfGo@i&$T-X#x;c?x>_-Mo3cHpB&qrV_I0>W+8Qd1Y
zwG&|Q><3B-9#e+^26H_ihhTh823!TU3n)!6x7aLKnEW6E{sQMT8T2wZkH~<aV&pc-
zBYa*IFfkaT;IKMVfMFmxlmLc07$agh5&}F9&sG3K;Mr;ugLxgm2rv%=7>bEMln9s|
ztP2ST&wdCB1}@m=0K@c96bwVKk5CecfH^OTjHyjvI>OXWaCHN7Tc8VywE@@;a}F{B
z&jttzY8d7mWCEstpn&pY&H;i0ju(_n!Sq3t3|KX6Q!*86KQa|lPeJtk14hL3UljcZ
zn*sx3^g}^Ihjjte;vX<<tbyw=xbC79z{D{7A=p?0_g8Se0<#s?mlPE1H*lAM)sF(t
zwFtO*_y-KI5LiDzeK5YH5;6S}T;XBr0btJ<UJNE!_?`jiLZ!mz1!l&?J-{$Mg@OZJ
z3euSZ(hZJh3Jz3Mj2w!oITRe0JAzwGOpH^=D2A5+48E5FS5Ux7@N>x+&OiXygs{#4
zBfxj1n;1OD1B?iB)=dna7XSusLjG45fKlNdMF3Yku&p*RIQIbtXal?-;0%y2fgBO;
zTLe();9Lb5<}M9jL^uur2ABl&Ts*j9g!~JrC<@Or0K?oLY|>LWb^(Tmx!xuQ&u^O;
zTwef&xi0}23UhgYfr0>?17I+h2XcVGz;Z+oF)&7@z<C6gQel3uNtI!q129bQ0T^ah
zBY;r|?mYk_!S`1HBV%F%VDM}Y<UmJ<&auhOpdLWj<Yw@B0XKtlAIK3gd9=yRuxm*e
zpKqoh9M5DN7#JY^Hn|yQKfukPI!V~%W^gV5ZU)aOK#qj53*c+;9024{0>&<Q(9JOV
zflB}w1Lpe&48BJKSp?jUS^Gcl#WuMzkR!r#0KhQ!u>hkY7@ZL+CTBpY!{jQ!;GRqX
zmG~dll3;!c<S-m*6NCE^z%YH4KnCp%qcagR`vEyH=D@Zhf&*hP0?Y-#T0lZDa+teZ
zAV<N}doqy<&v`%&-1foykqDT204#vbEfVI=7g&k}^GSdK)(<}eBqp4{<jp|^BZr6i
zGq{99u>J*3f}a6ycQLVng02Gl2n81$7!2@x*e)oM1oKV;;PRM02s{MO_JqyXp>V#T
zAX)$RTm-xZ{Qqx`2|)Vqb_7E<RfzoW_r~Be%v}Tl+@ND(1z^;_?f<X*1FvA=*$Av9
zU@&mC`*$9XY`)ne{@?RKwqklKz+k=yE+oKJBjisCxcB{=T`zi^bv$q9!OEndAgie&
zbV@?mZY(6w;zz?^?gdf0w>jpLLRiRxl}Xmn)%Btf*ht6_{Gxfm-c<-Z>0iGXIr`ZN
x0eykCvicr&mxQR`)fkSI>F{AzCeMp!Jud$Hl|B(c33w_ilbD#Qo*FCD{{s<-U4#Gt

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-reg.xml
new file mode 100644
index 00000000..fffd80d2
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-reg.xml
@@ -0,0 +1,1235 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-002-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='188' subinstr-id='2'/>
+         <instruction instr-id='188' subinstr-id='4'/>
+         <instruction instr-id='188' subinstr-id='6'/>
+         <instruction instr-id='188' subinstr-id='8'/>
+         <instruction instr-id='188' subinstr-id='10'/>
+         <instruction instr-id='188' subinstr-id='12'/>
+         <instruction instr-id='188' subinstr-id='14'/>
+         <instruction instr-id='188' subinstr-id='16'/>
+         <instruction instr-id='188' subinstr-id='18'/>
+         <instruction instr-id='188' subinstr-id='20'/>
+         <instruction instr-id='188' subinstr-id='22'/>
+         <instruction instr-id='188' subinstr-id='24'/>
+         <instruction instr-id='188' subinstr-id='26'/>
+         <instruction instr-id='188' subinstr-id='28'/>
+         <instruction instr-id='188' subinstr-id='30'/>
+         <instruction instr-id='188' subinstr-id='32'/>
+         <instruction instr-id='188' subinstr-id='34'/>
+         <instruction instr-id='188' subinstr-id='36'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='12'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='192' subinstr-id='16'/>
+         <instruction instr-id='192' subinstr-id='18'/>
+         <instruction instr-id='192' subinstr-id='20'/>
+         <instruction instr-id='192' subinstr-id='22'/>
+         <instruction instr-id='192' subinstr-id='24'/>
+         <instruction instr-id='192' subinstr-id='26'/>
+         <instruction instr-id='192' subinstr-id='28'/>
+         <instruction instr-id='192' subinstr-id='30'/>
+         <instruction instr-id='192' subinstr-id='32'/>
+         <instruction instr-id='192' subinstr-id='34'/>
+         <instruction instr-id='192' subinstr-id='36'/>
+         <instruction instr-id='192' subinstr-id='38'/>
+         <instruction instr-id='192' subinstr-id='40'/>
+         <instruction instr-id='192' subinstr-id='42'/>
+         <instruction instr-id='192' subinstr-id='44'/>
+         <instruction instr-id='192' subinstr-id='46'/>
+         <instruction instr-id='192' subinstr-id='48'/>
+         <instruction instr-id='192' subinstr-id='50'/>
+         <instruction instr-id='192' subinstr-id='52'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='219' subinstr-id='2'/>
+         <instruction instr-id='219' subinstr-id='4'/>
+         <instruction instr-id='219' subinstr-id='6'/>
+         <instruction instr-id='219' subinstr-id='8'/>
+         <instruction instr-id='219' subinstr-id='10'/>
+         <instruction instr-id='219' subinstr-id='12'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='223' subinstr-id='2'/>
+         <instruction instr-id='223' subinstr-id='4'/>
+         <instruction instr-id='223' subinstr-id='6'/>
+         <instruction instr-id='223' subinstr-id='8'/>
+         <instruction instr-id='223' subinstr-id='10'/>
+         <instruction instr-id='223' subinstr-id='12'/>
+         <instruction instr-id='223' subinstr-id='14'/>
+         <instruction instr-id='223' subinstr-id='16'/>
+         <instruction instr-id='223' subinstr-id='18'/>
+         <instruction instr-id='223' subinstr-id='20'/>
+         <instruction instr-id='223' subinstr-id='22'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='229' subinstr-id='6'/>
+         <instruction instr-id='229' subinstr-id='8'/>
+         <instruction instr-id='229' subinstr-id='10'/>
+         <instruction instr-id='229' subinstr-id='12'/>
+         <instruction instr-id='229' subinstr-id='14'/>
+         <instruction instr-id='229' subinstr-id='16'/>
+         <instruction instr-id='229' subinstr-id='18'/>
+         <instruction instr-id='229' subinstr-id='20'/>
+         <instruction instr-id='229' subinstr-id='22'/>
+         <instruction instr-id='229' subinstr-id='24'/>
+         <instruction instr-id='229' subinstr-id='26'/>
+         <instruction instr-id='229' subinstr-id='28'/>
+         <instruction instr-id='229' subinstr-id='30'/>
+         <instruction instr-id='229' subinstr-id='32'/>
+         <instruction instr-id='229' subinstr-id='34'/>
+         <instruction instr-id='229' subinstr-id='36'/>
+         <instruction instr-id='229' subinstr-id='38'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='235' subinstr-id='10'/>
+         <instruction instr-id='235' subinstr-id='12'/>
+         <instruction instr-id='235' subinstr-id='14'/>
+         <instruction instr-id='235' subinstr-id='16'/>
+         <instruction instr-id='235' subinstr-id='18'/>
+         <instruction instr-id='235' subinstr-id='20'/>
+         <instruction instr-id='235' subinstr-id='22'/>
+         <instruction instr-id='235' subinstr-id='24'/>
+         <instruction instr-id='235' subinstr-id='26'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='10'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='240' subinstr-id='18'/>
+         <instruction instr-id='240' subinstr-id='20'/>
+         <instruction instr-id='240' subinstr-id='22'/>
+         <instruction instr-id='240' subinstr-id='24'/>
+         <instruction instr-id='240' subinstr-id='26'/>
+         <instruction instr-id='240' subinstr-id='28'/>
+         <instruction instr-id='240' subinstr-id='30'/>
+         <instruction instr-id='240' subinstr-id='32'/>
+         <instruction instr-id='240' subinstr-id='34'/>
+         <instruction instr-id='240' subinstr-id='36'/>
+         <instruction instr-id='240' subinstr-id='38'/>
+         <instruction instr-id='240' subinstr-id='40'/>
+         <instruction instr-id='240' subinstr-id='42'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='245' subinstr-id='20'/>
+         <instruction instr-id='245' subinstr-id='22'/>
+         <instruction instr-id='245' subinstr-id='24'/>
+         <instruction instr-id='245' subinstr-id='26'/>
+         <instruction instr-id='245' subinstr-id='28'/>
+         <instruction instr-id='245' subinstr-id='30'/>
+         <instruction instr-id='245' subinstr-id='32'/>
+         <instruction instr-id='245' subinstr-id='34'/>
+         <instruction instr-id='245' subinstr-id='36'/>
+         <instruction instr-id='245' subinstr-id='38'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='250' subinstr-id='20'/>
+         <instruction instr-id='250' subinstr-id='22'/>
+         <instruction instr-id='250' subinstr-id='24'/>
+         <instruction instr-id='250' subinstr-id='26'/>
+         <instruction instr-id='250' subinstr-id='28'/>
+         <instruction instr-id='250' subinstr-id='30'/>
+         <instruction instr-id='250' subinstr-id='32'/>
+         <instruction instr-id='250' subinstr-id='34'/>
+         <instruction instr-id='250' subinstr-id='36'/>
+         <instruction instr-id='250' subinstr-id='38'/>
+         <instruction instr-id='250' subinstr-id='40'/>
+         <instruction instr-id='250' subinstr-id='42'/>
+         <instruction instr-id='250' subinstr-id='44'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='254' subinstr-id='10'/>
+         <instruction instr-id='254' subinstr-id='12'/>
+         <instruction instr-id='254' subinstr-id='14'/>
+         <instruction instr-id='254' subinstr-id='16'/>
+         <instruction instr-id='254' subinstr-id='18'/>
+         <instruction instr-id='254' subinstr-id='20'/>
+         <instruction instr-id='254' subinstr-id='22'/>
+         <instruction instr-id='254' subinstr-id='24'/>
+         <instruction instr-id='254' subinstr-id='26'/>
+         <instruction instr-id='254' subinstr-id='28'/>
+         <instruction instr-id='254' subinstr-id='30'/>
+         <instruction instr-id='254' subinstr-id='32'/>
+         <instruction instr-id='254' subinstr-id='34'/>
+         <instruction instr-id='254' subinstr-id='36'/>
+         <instruction instr-id='254' subinstr-id='38'/>
+         <instruction instr-id='254' subinstr-id='40'/>
+         <instruction instr-id='254' subinstr-id='42'/>
+         <instruction instr-id='254' subinstr-id='44'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='259' subinstr-id='22'/>
+         <instruction instr-id='259' subinstr-id='24'/>
+         <instruction instr-id='259' subinstr-id='26'/>
+         <instruction instr-id='259' subinstr-id='28'/>
+         <instruction instr-id='259' subinstr-id='30'/>
+         <instruction instr-id='259' subinstr-id='32'/>
+         <instruction instr-id='259' subinstr-id='34'/>
+         <instruction instr-id='259' subinstr-id='36'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='264' subinstr-id='18'/>
+         <instruction instr-id='264' subinstr-id='20'/>
+         <instruction instr-id='264' subinstr-id='22'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='270' subinstr-id='14'/>
+         <instruction instr-id='270' subinstr-id='16'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='276' subinstr-id='20'/>
+         <instruction instr-id='276' subinstr-id='22'/>
+         <instruction instr-id='276' subinstr-id='24'/>
+         <instruction instr-id='276' subinstr-id='26'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='12'/>
+         <instruction instr-id='302' subinstr-id='14'/>
+         <instruction instr-id='306'/>
+         <instruction instr-id='306' subinstr-id='2'/>
+         <instruction instr-id='306' subinstr-id='4'/>
+         <instruction instr-id='306' subinstr-id='6'/>
+         <instruction instr-id='306' subinstr-id='8'/>
+         <instruction instr-id='306' subinstr-id='10'/>
+         <instruction instr-id='306' subinstr-id='12'/>
+         <instruction instr-id='306' subinstr-id='14'/>
+         <instruction instr-id='306' subinstr-id='16'/>
+         <instruction instr-id='306' subinstr-id='18'/>
+         <instruction instr-id='306' subinstr-id='20'/>
+         <instruction instr-id='306' subinstr-id='22'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='6'/>
+         <instruction instr-id='312' subinstr-id='8'/>
+         <instruction instr-id='312' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='12'/>
+         <instruction instr-id='312' subinstr-id='14'/>
+         <instruction instr-id='312' subinstr-id='16'/>
+         <instruction instr-id='312' subinstr-id='18'/>
+         <instruction instr-id='312' subinstr-id='20'/>
+         <instruction instr-id='312' subinstr-id='22'/>
+         <instruction instr-id='312' subinstr-id='24'/>
+         <instruction instr-id='312' subinstr-id='26'/>
+         <instruction instr-id='312' subinstr-id='28'/>
+         <instruction instr-id='312' subinstr-id='30'/>
+         <instruction instr-id='312' subinstr-id='32'/>
+         <instruction instr-id='312' subinstr-id='34'/>
+         <instruction instr-id='312' subinstr-id='36'/>
+         <instruction instr-id='312' subinstr-id='38'/>
+         <instruction instr-id='312' subinstr-id='40'/>
+         <instruction instr-id='312' subinstr-id='42'/>
+         <instruction instr-id='312' subinstr-id='44'/>
+         <instruction instr-id='312' subinstr-id='46'/>
+         <instruction instr-id='312' subinstr-id='48'/>
+         <instruction instr-id='312' subinstr-id='50'/>
+         <instruction instr-id='312' subinstr-id='52'/>
+         <instruction instr-id='312' subinstr-id='54'/>
+         <instruction instr-id='312' subinstr-id='56'/>
+         <instruction instr-id='312' subinstr-id='58'/>
+         <instruction instr-id='312' subinstr-id='60'/>
+         <instruction instr-id='312' subinstr-id='62'/>
+         <instruction instr-id='312' subinstr-id='64'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='317' subinstr-id='6'/>
+         <instruction instr-id='317' subinstr-id='8'/>
+         <instruction instr-id='317' subinstr-id='10'/>
+         <instruction instr-id='317' subinstr-id='12'/>
+         <instruction instr-id='317' subinstr-id='14'/>
+         <instruction instr-id='317' subinstr-id='16'/>
+         <instruction instr-id='317' subinstr-id='18'/>
+         <instruction instr-id='317' subinstr-id='20'/>
+         <instruction instr-id='317' subinstr-id='22'/>
+         <instruction instr-id='317' subinstr-id='24'/>
+         <instruction instr-id='317' subinstr-id='26'/>
+         <instruction instr-id='317' subinstr-id='28'/>
+         <instruction instr-id='317' subinstr-id='30'/>
+         <instruction instr-id='317' subinstr-id='32'/>
+         <instruction instr-id='317' subinstr-id='34'/>
+         <instruction instr-id='317' subinstr-id='36'/>
+         <instruction instr-id='317' subinstr-id='38'/>
+         <instruction instr-id='317' subinstr-id='40'/>
+         <instruction instr-id='317' subinstr-id='42'/>
+         <instruction instr-id='317' subinstr-id='44'/>
+         <instruction instr-id='317' subinstr-id='46'/>
+         <instruction instr-id='317' subinstr-id='48'/>
+         <instruction instr-id='317' subinstr-id='50'/>
+         <instruction instr-id='317' subinstr-id='52'/>
+         <instruction instr-id='317' subinstr-id='54'/>
+         <instruction instr-id='317' subinstr-id='56'/>
+         <instruction instr-id='317' subinstr-id='58'/>
+         <instruction instr-id='317' subinstr-id='60'/>
+         <instruction instr-id='317' subinstr-id='62'/>
+         <instruction instr-id='317' subinstr-id='64'/>
+         <instruction instr-id='317' subinstr-id='66'/>
+         <instruction instr-id='317' subinstr-id='68'/>
+         <instruction instr-id='317' subinstr-id='70'/>
+         <instruction instr-id='317' subinstr-id='72'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='322' subinstr-id='8'/>
+         <instruction instr-id='322' subinstr-id='10'/>
+         <instruction instr-id='322' subinstr-id='12'/>
+         <instruction instr-id='322' subinstr-id='14'/>
+         <instruction instr-id='322' subinstr-id='16'/>
+         <instruction instr-id='322' subinstr-id='18'/>
+         <instruction instr-id='322' subinstr-id='20'/>
+         <instruction instr-id='322' subinstr-id='22'/>
+         <instruction instr-id='328'/>
+         <instruction instr-id='328' subinstr-id='2'/>
+         <instruction instr-id='328' subinstr-id='4'/>
+         <instruction instr-id='328' subinstr-id='6'/>
+         <instruction instr-id='328' subinstr-id='8'/>
+         <instruction instr-id='328' subinstr-id='10'/>
+         <instruction instr-id='328' subinstr-id='12'/>
+         <instruction instr-id='328' subinstr-id='14'/>
+         <instruction instr-id='328' subinstr-id='16'/>
+         <instruction instr-id='328' subinstr-id='18'/>
+         <instruction instr-id='328' subinstr-id='20'/>
+         <instruction instr-id='328' subinstr-id='22'/>
+         <instruction instr-id='328' subinstr-id='24'/>
+         <instruction instr-id='328' subinstr-id='26'/>
+         <instruction instr-id='328' subinstr-id='28'/>
+         <instruction instr-id='328' subinstr-id='30'/>
+         <instruction instr-id='328' subinstr-id='32'/>
+         <instruction instr-id='328' subinstr-id='34'/>
+         <instruction instr-id='328' subinstr-id='36'/>
+         <instruction instr-id='328' subinstr-id='38'/>
+         <instruction instr-id='328' subinstr-id='40'/>
+         <instruction instr-id='328' subinstr-id='42'/>
+         <instruction instr-id='328' subinstr-id='44'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='334' subinstr-id='8'/>
+         <instruction instr-id='334' subinstr-id='10'/>
+         <instruction instr-id='334' subinstr-id='12'/>
+         <instruction instr-id='334' subinstr-id='14'/>
+         <instruction instr-id='334' subinstr-id='16'/>
+         <instruction instr-id='334' subinstr-id='18'/>
+         <instruction instr-id='334' subinstr-id='20'/>
+         <instruction instr-id='334' subinstr-id='22'/>
+         <instruction instr-id='334' subinstr-id='24'/>
+         <instruction instr-id='334' subinstr-id='26'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='339' subinstr-id='2'/>
+         <instruction instr-id='339' subinstr-id='4'/>
+         <instruction instr-id='339' subinstr-id='6'/>
+         <instruction instr-id='339' subinstr-id='8'/>
+         <instruction instr-id='339' subinstr-id='10'/>
+         <instruction instr-id='339' subinstr-id='12'/>
+         <instruction instr-id='339' subinstr-id='14'/>
+         <instruction instr-id='339' subinstr-id='16'/>
+         <instruction instr-id='339' subinstr-id='18'/>
+         <instruction instr-id='339' subinstr-id='20'/>
+         <instruction instr-id='339' subinstr-id='22'/>
+         <instruction instr-id='339' subinstr-id='24'/>
+         <instruction instr-id='339' subinstr-id='26'/>
+         <instruction instr-id='339' subinstr-id='28'/>
+         <instruction instr-id='339' subinstr-id='30'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='344' subinstr-id='4'/>
+         <instruction instr-id='344' subinstr-id='6'/>
+         <instruction instr-id='344' subinstr-id='8'/>
+         <instruction instr-id='344' subinstr-id='10'/>
+         <instruction instr-id='344' subinstr-id='12'/>
+         <instruction instr-id='344' subinstr-id='14'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='348' subinstr-id='2'/>
+         <instruction instr-id='348' subinstr-id='4'/>
+         <instruction instr-id='348' subinstr-id='6'/>
+         <instruction instr-id='348' subinstr-id='8'/>
+         <instruction instr-id='348' subinstr-id='10'/>
+         <instruction instr-id='348' subinstr-id='12'/>
+         <instruction instr-id='348' subinstr-id='14'/>
+         <instruction instr-id='353'/>
+         <instruction instr-id='353' subinstr-id='2'/>
+         <instruction instr-id='353' subinstr-id='4'/>
+         <instruction instr-id='353' subinstr-id='6'/>
+         <instruction instr-id='353' subinstr-id='8'/>
+         <instruction instr-id='353' subinstr-id='10'/>
+         <instruction instr-id='353' subinstr-id='12'/>
+         <instruction instr-id='353' subinstr-id='14'/>
+         <instruction instr-id='353' subinstr-id='16'/>
+         <instruction instr-id='353' subinstr-id='18'/>
+         <instruction instr-id='353' subinstr-id='20'/>
+         <instruction instr-id='359'/>
+         <instruction instr-id='359' subinstr-id='2'/>
+         <instruction instr-id='359' subinstr-id='4'/>
+         <instruction instr-id='359' subinstr-id='6'/>
+         <instruction instr-id='359' subinstr-id='8'/>
+         <instruction instr-id='359' subinstr-id='10'/>
+         <instruction instr-id='359' subinstr-id='12'/>
+         <instruction instr-id='359' subinstr-id='14'/>
+         <instruction instr-id='359' subinstr-id='16'/>
+         <instruction instr-id='359' subinstr-id='18'/>
+         <instruction instr-id='359' subinstr-id='20'/>
+         <instruction instr-id='365'/>
+         <instruction instr-id='365' subinstr-id='2'/>
+         <instruction instr-id='365' subinstr-id='4'/>
+         <instruction instr-id='365' subinstr-id='6'/>
+         <instruction instr-id='370'/>
+         <instruction instr-id='370' subinstr-id='2'/>
+         <instruction instr-id='370' subinstr-id='4'/>
+         <instruction instr-id='370' subinstr-id='6'/>
+         <instruction instr-id='370' subinstr-id='8'/>
+         <instruction instr-id='370' subinstr-id='10'/>
+         <instruction instr-id='370' subinstr-id='12'/>
+         <instruction instr-id='370' subinstr-id='14'/>
+         <instruction instr-id='370' subinstr-id='16'/>
+         <instruction instr-id='370' subinstr-id='18'/>
+         <instruction instr-id='370' subinstr-id='20'/>
+         <instruction instr-id='370' subinstr-id='22'/>
+         <instruction instr-id='370' subinstr-id='24'/>
+         <instruction instr-id='370' subinstr-id='26'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='374' subinstr-id='2'/>
+         <instruction instr-id='374' subinstr-id='4'/>
+         <instruction instr-id='374' subinstr-id='6'/>
+         <instruction instr-id='374' subinstr-id='8'/>
+         <instruction instr-id='374' subinstr-id='10'/>
+         <instruction instr-id='374' subinstr-id='12'/>
+         <instruction instr-id='374' subinstr-id='14'/>
+         <instruction instr-id='374' subinstr-id='16'/>
+         <instruction instr-id='374' subinstr-id='18'/>
+         <instruction instr-id='374' subinstr-id='20'/>
+         <instruction instr-id='374' subinstr-id='22'/>
+         <instruction instr-id='374' subinstr-id='24'/>
+         <instruction instr-id='374' subinstr-id='26'/>
+         <instruction instr-id='374' subinstr-id='28'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='378' subinstr-id='6'/>
+         <instruction instr-id='378' subinstr-id='8'/>
+         <instruction instr-id='378' subinstr-id='10'/>
+         <instruction instr-id='378' subinstr-id='12'/>
+         <instruction instr-id='378' subinstr-id='14'/>
+         <instruction instr-id='378' subinstr-id='16'/>
+         <instruction instr-id='378' subinstr-id='18'/>
+         <instruction instr-id='378' subinstr-id='20'/>
+         <instruction instr-id='378' subinstr-id='22'/>
+         <instruction instr-id='378' subinstr-id='24'/>
+         <instruction instr-id='378' subinstr-id='26'/>
+         <instruction instr-id='378' subinstr-id='28'/>
+         <instruction instr-id='378' subinstr-id='30'/>
+         <instruction instr-id='378' subinstr-id='32'/>
+         <instruction instr-id='378' subinstr-id='34'/>
+         <instruction instr-id='378' subinstr-id='36'/>
+         <instruction instr-id='378' subinstr-id='38'/>
+         <instruction instr-id='378' subinstr-id='40'/>
+         <instruction instr-id='378' subinstr-id='42'/>
+         <instruction instr-id='383'/>
+         <instruction instr-id='383' subinstr-id='2'/>
+         <instruction instr-id='383' subinstr-id='4'/>
+         <instruction instr-id='383' subinstr-id='6'/>
+         <instruction instr-id='383' subinstr-id='8'/>
+         <instruction instr-id='383' subinstr-id='10'/>
+         <instruction instr-id='383' subinstr-id='12'/>
+         <instruction instr-id='383' subinstr-id='14'/>
+         <instruction instr-id='383' subinstr-id='16'/>
+         <instruction instr-id='383' subinstr-id='18'/>
+         <instruction instr-id='383' subinstr-id='20'/>
+         <instruction instr-id='383' subinstr-id='22'/>
+         <instruction instr-id='383' subinstr-id='24'/>
+         <instruction instr-id='388'/>
+         <instruction instr-id='388' subinstr-id='2'/>
+         <instruction instr-id='388' subinstr-id='4'/>
+         <instruction instr-id='388' subinstr-id='6'/>
+         <instruction instr-id='388' subinstr-id='8'/>
+         <instruction instr-id='388' subinstr-id='10'/>
+         <instruction instr-id='388' subinstr-id='12'/>
+         <instruction instr-id='388' subinstr-id='14'/>
+         <instruction instr-id='388' subinstr-id='16'/>
+         <instruction instr-id='388' subinstr-id='18'/>
+         <instruction instr-id='388' subinstr-id='20'/>
+         <instruction instr-id='388' subinstr-id='22'/>
+         <instruction instr-id='388' subinstr-id='24'/>
+         <instruction instr-id='388' subinstr-id='26'/>
+         <instruction instr-id='391'/>
+         <instruction instr-id='391' subinstr-id='2'/>
+         <instruction instr-id='391' subinstr-id='4'/>
+         <instruction instr-id='391' subinstr-id='6'/>
+         <instruction instr-id='391' subinstr-id='8'/>
+         <instruction instr-id='391' subinstr-id='10'/>
+         <instruction instr-id='391' subinstr-id='12'/>
+         <instruction instr-id='391' subinstr-id='14'/>
+         <instruction instr-id='391' subinstr-id='16'/>
+         <instruction instr-id='391' subinstr-id='18'/>
+         <instruction instr-id='391' subinstr-id='20'/>
+         <instruction instr-id='391' subinstr-id='22'/>
+         <instruction instr-id='391' subinstr-id='24'/>
+         <instruction instr-id='391' subinstr-id='26'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='395' subinstr-id='2'/>
+         <instruction instr-id='395' subinstr-id='4'/>
+         <instruction instr-id='395' subinstr-id='6'/>
+         <instruction instr-id='395' subinstr-id='8'/>
+         <instruction instr-id='395' subinstr-id='10'/>
+         <instruction instr-id='395' subinstr-id='12'/>
+         <instruction instr-id='395' subinstr-id='14'/>
+         <instruction instr-id='395' subinstr-id='16'/>
+         <instruction instr-id='395' subinstr-id='18'/>
+         <instruction instr-id='395' subinstr-id='20'/>
+         <instruction instr-id='395' subinstr-id='22'/>
+         <instruction instr-id='395' subinstr-id='24'/>
+         <instruction instr-id='395' subinstr-id='26'/>
+         <instruction instr-id='395' subinstr-id='28'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='429'/>
+         <instruction instr-id='429' subinstr-id='2'/>
+         <instruction instr-id='429' subinstr-id='4'/>
+         <instruction instr-id='429' subinstr-id='6'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='481'/>
+         <instruction instr-id='481' subinstr-id='2'/>
+         <instruction instr-id='497'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='532'/>
+         <instruction instr-id='532' subinstr-id='2'/>
+         <instruction instr-id='549'/>
+         <instruction instr-id='558'/>
+         <instruction instr-id='574'/>
+         <instruction instr-id='592'/>
+         <instruction instr-id='601'/>
+         <instruction instr-id='618'/>
+         <instruction instr-id='635'/>
+         <instruction instr-id='644'/>
+         <instruction instr-id='660'/>
+         <instruction instr-id='677'/>
+         <instruction instr-id='686'/>
+         <instruction instr-id='702'/>
+         <instruction instr-id='719'/>
+         <instruction instr-id='728'/>
+         <instruction instr-id='744'/>
+         <instruction instr-id='762'/>
+         <instruction instr-id='771'/>
+         <instruction instr-id='787'/>
+         <instruction instr-id='805'/>
+         <instruction instr-id='814'/>
+         <instruction instr-id='830'/>
+         <instruction instr-id='890'/>
+         <instruction instr-id='890' subinstr-id='2'/>
+         <instruction instr-id='890' subinstr-id='4'/>
+         <instruction instr-id='890' subinstr-id='6'/>
+         <instruction instr-id='890' subinstr-id='8'/>
+         <instruction instr-id='890' subinstr-id='10'/>
+         <instruction instr-id='890' subinstr-id='12'/>
+         <instruction instr-id='890' subinstr-id='14'/>
+         <instruction instr-id='890' subinstr-id='16'/>
+         <instruction instr-id='890' subinstr-id='18'/>
+         <instruction instr-id='890' subinstr-id='20'/>
+         <instruction instr-id='890' subinstr-id='22'/>
+         <bounding-box x1='74' y1='152' x2='537' y2='581'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='129'/>
+         <instruction instr-id='129' subinstr-id='2'/>
+         <instruction instr-id='129' subinstr-id='4'/>
+         <instruction instr-id='129' subinstr-id='6'/>
+         <instruction instr-id='129' subinstr-id='8'/>
+         <instruction instr-id='129' subinstr-id='10'/>
+         <instruction instr-id='129' subinstr-id='12'/>
+         <instruction instr-id='129' subinstr-id='14'/>
+         <instruction instr-id='129' subinstr-id='16'/>
+         <instruction instr-id='129' subinstr-id='18'/>
+         <instruction instr-id='132'/>
+         <instruction instr-id='132' subinstr-id='2'/>
+         <instruction instr-id='132' subinstr-id='4'/>
+         <instruction instr-id='132' subinstr-id='6'/>
+         <instruction instr-id='132' subinstr-id='8'/>
+         <instruction instr-id='132' subinstr-id='10'/>
+         <instruction instr-id='132' subinstr-id='12'/>
+         <instruction instr-id='132' subinstr-id='14'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='135' subinstr-id='2'/>
+         <instruction instr-id='135' subinstr-id='4'/>
+         <instruction instr-id='135' subinstr-id='6'/>
+         <instruction instr-id='135' subinstr-id='8'/>
+         <instruction instr-id='135' subinstr-id='10'/>
+         <instruction instr-id='135' subinstr-id='12'/>
+         <instruction instr-id='135' subinstr-id='14'/>
+         <instruction instr-id='135' subinstr-id='16'/>
+         <instruction instr-id='135' subinstr-id='18'/>
+         <instruction instr-id='135' subinstr-id='20'/>
+         <instruction instr-id='135' subinstr-id='22'/>
+         <instruction instr-id='135' subinstr-id='24'/>
+         <instruction instr-id='135' subinstr-id='26'/>
+         <instruction instr-id='135' subinstr-id='28'/>
+         <instruction instr-id='135' subinstr-id='30'/>
+         <instruction instr-id='135' subinstr-id='32'/>
+         <instruction instr-id='135' subinstr-id='34'/>
+         <instruction instr-id='135' subinstr-id='36'/>
+         <instruction instr-id='135' subinstr-id='38'/>
+         <instruction instr-id='135' subinstr-id='40'/>
+         <instruction instr-id='135' subinstr-id='42'/>
+         <instruction instr-id='135' subinstr-id='44'/>
+         <instruction instr-id='135' subinstr-id='46'/>
+         <instruction instr-id='135' subinstr-id='48'/>
+         <instruction instr-id='135' subinstr-id='50'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='139' subinstr-id='2'/>
+         <instruction instr-id='139' subinstr-id='4'/>
+         <instruction instr-id='139' subinstr-id='6'/>
+         <instruction instr-id='139' subinstr-id='8'/>
+         <instruction instr-id='139' subinstr-id='10'/>
+         <instruction instr-id='139' subinstr-id='12'/>
+         <instruction instr-id='139' subinstr-id='14'/>
+         <instruction instr-id='139' subinstr-id='16'/>
+         <instruction instr-id='139' subinstr-id='18'/>
+         <instruction instr-id='139' subinstr-id='20'/>
+         <instruction instr-id='139' subinstr-id='22'/>
+         <instruction instr-id='139' subinstr-id='24'/>
+         <instruction instr-id='139' subinstr-id='26'/>
+         <instruction instr-id='139' subinstr-id='28'/>
+         <instruction instr-id='139' subinstr-id='30'/>
+         <instruction instr-id='139' subinstr-id='32'/>
+         <instruction instr-id='139' subinstr-id='34'/>
+         <instruction instr-id='139' subinstr-id='36'/>
+         <instruction instr-id='139' subinstr-id='38'/>
+         <instruction instr-id='139' subinstr-id='40'/>
+         <instruction instr-id='139' subinstr-id='42'/>
+         <instruction instr-id='139' subinstr-id='44'/>
+         <instruction instr-id='139' subinstr-id='46'/>
+         <instruction instr-id='139' subinstr-id='48'/>
+         <instruction instr-id='139' subinstr-id='50'/>
+         <instruction instr-id='139' subinstr-id='52'/>
+         <instruction instr-id='139' subinstr-id='54'/>
+         <instruction instr-id='139' subinstr-id='56'/>
+         <instruction instr-id='139' subinstr-id='58'/>
+         <instruction instr-id='139' subinstr-id='60'/>
+         <instruction instr-id='139' subinstr-id='62'/>
+         <instruction instr-id='139' subinstr-id='64'/>
+         <instruction instr-id='139' subinstr-id='66'/>
+         <instruction instr-id='139' subinstr-id='68'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='145' subinstr-id='4'/>
+         <instruction instr-id='145' subinstr-id='6'/>
+         <instruction instr-id='145' subinstr-id='8'/>
+         <instruction instr-id='145' subinstr-id='10'/>
+         <instruction instr-id='145' subinstr-id='12'/>
+         <instruction instr-id='145' subinstr-id='14'/>
+         <instruction instr-id='145' subinstr-id='16'/>
+         <instruction instr-id='145' subinstr-id='18'/>
+         <instruction instr-id='145' subinstr-id='20'/>
+         <instruction instr-id='145' subinstr-id='22'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='6'/>
+         <instruction instr-id='150' subinstr-id='8'/>
+         <instruction instr-id='150' subinstr-id='10'/>
+         <instruction instr-id='150' subinstr-id='12'/>
+         <instruction instr-id='150' subinstr-id='14'/>
+         <instruction instr-id='150' subinstr-id='16'/>
+         <instruction instr-id='150' subinstr-id='18'/>
+         <instruction instr-id='150' subinstr-id='20'/>
+         <instruction instr-id='150' subinstr-id='22'/>
+         <instruction instr-id='150' subinstr-id='24'/>
+         <instruction instr-id='150' subinstr-id='26'/>
+         <instruction instr-id='150' subinstr-id='28'/>
+         <instruction instr-id='150' subinstr-id='30'/>
+         <instruction instr-id='150' subinstr-id='32'/>
+         <instruction instr-id='150' subinstr-id='34'/>
+         <instruction instr-id='150' subinstr-id='36'/>
+         <instruction instr-id='150' subinstr-id='38'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='156' subinstr-id='8'/>
+         <instruction instr-id='156' subinstr-id='10'/>
+         <instruction instr-id='156' subinstr-id='12'/>
+         <instruction instr-id='156' subinstr-id='14'/>
+         <instruction instr-id='156' subinstr-id='16'/>
+         <instruction instr-id='156' subinstr-id='18'/>
+         <instruction instr-id='156' subinstr-id='20'/>
+         <instruction instr-id='156' subinstr-id='22'/>
+         <instruction instr-id='156' subinstr-id='24'/>
+         <instruction instr-id='156' subinstr-id='26'/>
+         <instruction instr-id='156' subinstr-id='28'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='161' subinstr-id='16'/>
+         <instruction instr-id='161' subinstr-id='18'/>
+         <instruction instr-id='161' subinstr-id='20'/>
+         <instruction instr-id='161' subinstr-id='22'/>
+         <instruction instr-id='161' subinstr-id='24'/>
+         <instruction instr-id='161' subinstr-id='26'/>
+         <instruction instr-id='161' subinstr-id='28'/>
+         <instruction instr-id='161' subinstr-id='30'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='164' subinstr-id='8'/>
+         <instruction instr-id='164' subinstr-id='10'/>
+         <instruction instr-id='164' subinstr-id='12'/>
+         <instruction instr-id='164' subinstr-id='14'/>
+         <instruction instr-id='168'/>
+         <instruction instr-id='168' subinstr-id='2'/>
+         <instruction instr-id='168' subinstr-id='4'/>
+         <instruction instr-id='168' subinstr-id='6'/>
+         <instruction instr-id='168' subinstr-id='8'/>
+         <instruction instr-id='168' subinstr-id='10'/>
+         <instruction instr-id='168' subinstr-id='12'/>
+         <instruction instr-id='168' subinstr-id='14'/>
+         <instruction instr-id='168' subinstr-id='16'/>
+         <instruction instr-id='168' subinstr-id='18'/>
+         <instruction instr-id='168' subinstr-id='20'/>
+         <instruction instr-id='168' subinstr-id='22'/>
+         <instruction instr-id='168' subinstr-id='24'/>
+         <instruction instr-id='168' subinstr-id='26'/>
+         <instruction instr-id='168' subinstr-id='28'/>
+         <instruction instr-id='168' subinstr-id='30'/>
+         <instruction instr-id='168' subinstr-id='32'/>
+         <instruction instr-id='168' subinstr-id='34'/>
+         <instruction instr-id='168' subinstr-id='36'/>
+         <instruction instr-id='168' subinstr-id='38'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='173' subinstr-id='12'/>
+         <instruction instr-id='173' subinstr-id='14'/>
+         <instruction instr-id='173' subinstr-id='16'/>
+         <instruction instr-id='173' subinstr-id='18'/>
+         <instruction instr-id='173' subinstr-id='20'/>
+         <instruction instr-id='173' subinstr-id='22'/>
+         <instruction instr-id='173' subinstr-id='24'/>
+         <instruction instr-id='173' subinstr-id='26'/>
+         <instruction instr-id='173' subinstr-id='28'/>
+         <instruction instr-id='173' subinstr-id='30'/>
+         <instruction instr-id='173' subinstr-id='32'/>
+         <instruction instr-id='173' subinstr-id='34'/>
+         <instruction instr-id='173' subinstr-id='36'/>
+         <instruction instr-id='173' subinstr-id='38'/>
+         <instruction instr-id='173' subinstr-id='40'/>
+         <instruction instr-id='173' subinstr-id='42'/>
+         <instruction instr-id='173' subinstr-id='44'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='178' subinstr-id='8'/>
+         <instruction instr-id='178' subinstr-id='10'/>
+         <instruction instr-id='178' subinstr-id='12'/>
+         <instruction instr-id='178' subinstr-id='14'/>
+         <instruction instr-id='178' subinstr-id='16'/>
+         <instruction instr-id='178' subinstr-id='18'/>
+         <instruction instr-id='178' subinstr-id='20'/>
+         <instruction instr-id='178' subinstr-id='22'/>
+         <instruction instr-id='178' subinstr-id='24'/>
+         <instruction instr-id='178' subinstr-id='26'/>
+         <instruction instr-id='178' subinstr-id='28'/>
+         <instruction instr-id='178' subinstr-id='30'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='181' subinstr-id='10'/>
+         <instruction instr-id='181' subinstr-id='12'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='185' subinstr-id='8'/>
+         <instruction instr-id='185' subinstr-id='10'/>
+         <instruction instr-id='185' subinstr-id='12'/>
+         <instruction instr-id='185' subinstr-id='14'/>
+         <instruction instr-id='185' subinstr-id='16'/>
+         <instruction instr-id='185' subinstr-id='18'/>
+         <instruction instr-id='185' subinstr-id='20'/>
+         <instruction instr-id='185' subinstr-id='22'/>
+         <instruction instr-id='185' subinstr-id='24'/>
+         <instruction instr-id='185' subinstr-id='26'/>
+         <instruction instr-id='185' subinstr-id='28'/>
+         <instruction instr-id='185' subinstr-id='30'/>
+         <instruction instr-id='185' subinstr-id='32'/>
+         <instruction instr-id='185' subinstr-id='34'/>
+         <instruction instr-id='185' subinstr-id='36'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='4'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='190' subinstr-id='8'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='12'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='196'/>
+         <instruction instr-id='196' subinstr-id='2'/>
+         <instruction instr-id='196' subinstr-id='4'/>
+         <instruction instr-id='196' subinstr-id='6'/>
+         <instruction instr-id='196' subinstr-id='8'/>
+         <instruction instr-id='196' subinstr-id='10'/>
+         <instruction instr-id='196' subinstr-id='12'/>
+         <instruction instr-id='196' subinstr-id='14'/>
+         <instruction instr-id='196' subinstr-id='16'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='201' subinstr-id='4'/>
+         <instruction instr-id='201' subinstr-id='6'/>
+         <instruction instr-id='201' subinstr-id='8'/>
+         <instruction instr-id='201' subinstr-id='10'/>
+         <instruction instr-id='201' subinstr-id='12'/>
+         <instruction instr-id='201' subinstr-id='14'/>
+         <instruction instr-id='201' subinstr-id='16'/>
+         <instruction instr-id='201' subinstr-id='18'/>
+         <instruction instr-id='201' subinstr-id='20'/>
+         <instruction instr-id='201' subinstr-id='22'/>
+         <instruction instr-id='201' subinstr-id='24'/>
+         <instruction instr-id='201' subinstr-id='26'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='227' subinstr-id='12'/>
+         <instruction instr-id='227' subinstr-id='14'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='231' subinstr-id='4'/>
+         <instruction instr-id='231' subinstr-id='6'/>
+         <instruction instr-id='231' subinstr-id='8'/>
+         <instruction instr-id='231' subinstr-id='10'/>
+         <instruction instr-id='231' subinstr-id='12'/>
+         <instruction instr-id='231' subinstr-id='14'/>
+         <instruction instr-id='231' subinstr-id='16'/>
+         <instruction instr-id='231' subinstr-id='18'/>
+         <instruction instr-id='231' subinstr-id='20'/>
+         <instruction instr-id='231' subinstr-id='22'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='237' subinstr-id='4'/>
+         <instruction instr-id='237' subinstr-id='6'/>
+         <instruction instr-id='237' subinstr-id='8'/>
+         <instruction instr-id='237' subinstr-id='10'/>
+         <instruction instr-id='237' subinstr-id='12'/>
+         <instruction instr-id='237' subinstr-id='14'/>
+         <instruction instr-id='237' subinstr-id='16'/>
+         <instruction instr-id='237' subinstr-id='18'/>
+         <instruction instr-id='237' subinstr-id='20'/>
+         <instruction instr-id='237' subinstr-id='22'/>
+         <instruction instr-id='237' subinstr-id='24'/>
+         <instruction instr-id='237' subinstr-id='26'/>
+         <instruction instr-id='237' subinstr-id='28'/>
+         <instruction instr-id='237' subinstr-id='30'/>
+         <instruction instr-id='237' subinstr-id='32'/>
+         <instruction instr-id='237' subinstr-id='34'/>
+         <instruction instr-id='237' subinstr-id='36'/>
+         <instruction instr-id='237' subinstr-id='38'/>
+         <instruction instr-id='237' subinstr-id='40'/>
+         <instruction instr-id='237' subinstr-id='42'/>
+         <instruction instr-id='237' subinstr-id='44'/>
+         <instruction instr-id='237' subinstr-id='46'/>
+         <instruction instr-id='237' subinstr-id='48'/>
+         <instruction instr-id='237' subinstr-id='50'/>
+         <instruction instr-id='237' subinstr-id='52'/>
+         <instruction instr-id='237' subinstr-id='54'/>
+         <instruction instr-id='237' subinstr-id='56'/>
+         <instruction instr-id='237' subinstr-id='58'/>
+         <instruction instr-id='237' subinstr-id='60'/>
+         <instruction instr-id='237' subinstr-id='62'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='12'/>
+         <instruction instr-id='242' subinstr-id='14'/>
+         <instruction instr-id='242' subinstr-id='16'/>
+         <instruction instr-id='242' subinstr-id='18'/>
+         <instruction instr-id='242' subinstr-id='20'/>
+         <instruction instr-id='242' subinstr-id='22'/>
+         <instruction instr-id='242' subinstr-id='24'/>
+         <instruction instr-id='242' subinstr-id='26'/>
+         <instruction instr-id='242' subinstr-id='28'/>
+         <instruction instr-id='242' subinstr-id='30'/>
+         <instruction instr-id='242' subinstr-id='32'/>
+         <instruction instr-id='242' subinstr-id='34'/>
+         <instruction instr-id='242' subinstr-id='36'/>
+         <instruction instr-id='242' subinstr-id='38'/>
+         <instruction instr-id='242' subinstr-id='40'/>
+         <instruction instr-id='242' subinstr-id='42'/>
+         <instruction instr-id='242' subinstr-id='44'/>
+         <instruction instr-id='242' subinstr-id='46'/>
+         <instruction instr-id='242' subinstr-id='48'/>
+         <instruction instr-id='242' subinstr-id='50'/>
+         <instruction instr-id='242' subinstr-id='52'/>
+         <instruction instr-id='242' subinstr-id='54'/>
+         <instruction instr-id='242' subinstr-id='56'/>
+         <instruction instr-id='242' subinstr-id='58'/>
+         <instruction instr-id='242' subinstr-id='60'/>
+         <instruction instr-id='242' subinstr-id='62'/>
+         <instruction instr-id='242' subinstr-id='64'/>
+         <instruction instr-id='242' subinstr-id='66'/>
+         <instruction instr-id='242' subinstr-id='68'/>
+         <instruction instr-id='242' subinstr-id='70'/>
+         <instruction instr-id='242' subinstr-id='72'/>
+         <instruction instr-id='242' subinstr-id='74'/>
+         <instruction instr-id='242' subinstr-id='76'/>
+         <instruction instr-id='242' subinstr-id='78'/>
+         <instruction instr-id='242' subinstr-id='80'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='8'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='253' subinstr-id='18'/>
+         <instruction instr-id='253' subinstr-id='20'/>
+         <instruction instr-id='253' subinstr-id='22'/>
+         <instruction instr-id='253' subinstr-id='24'/>
+         <instruction instr-id='253' subinstr-id='26'/>
+         <instruction instr-id='253' subinstr-id='28'/>
+         <instruction instr-id='253' subinstr-id='30'/>
+         <instruction instr-id='253' subinstr-id='32'/>
+         <instruction instr-id='253' subinstr-id='34'/>
+         <instruction instr-id='253' subinstr-id='36'/>
+         <instruction instr-id='253' subinstr-id='38'/>
+         <instruction instr-id='253' subinstr-id='40'/>
+         <instruction instr-id='253' subinstr-id='42'/>
+         <instruction instr-id='253' subinstr-id='44'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='258' subinstr-id='4'/>
+         <instruction instr-id='258' subinstr-id='6'/>
+         <instruction instr-id='258' subinstr-id='8'/>
+         <instruction instr-id='258' subinstr-id='10'/>
+         <instruction instr-id='258' subinstr-id='12'/>
+         <instruction instr-id='258' subinstr-id='14'/>
+         <instruction instr-id='258' subinstr-id='16'/>
+         <instruction instr-id='258' subinstr-id='18'/>
+         <instruction instr-id='258' subinstr-id='20'/>
+         <instruction instr-id='258' subinstr-id='22'/>
+         <instruction instr-id='258' subinstr-id='24'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='263' subinstr-id='18'/>
+         <instruction instr-id='263' subinstr-id='20'/>
+         <instruction instr-id='263' subinstr-id='22'/>
+         <instruction instr-id='263' subinstr-id='24'/>
+         <instruction instr-id='263' subinstr-id='26'/>
+         <instruction instr-id='263' subinstr-id='28'/>
+         <instruction instr-id='263' subinstr-id='30'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='268' subinstr-id='10'/>
+         <instruction instr-id='268' subinstr-id='12'/>
+         <instruction instr-id='268' subinstr-id='14'/>
+         <instruction instr-id='268' subinstr-id='16'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='282' subinstr-id='20'/>
+         <instruction instr-id='282' subinstr-id='22'/>
+         <instruction instr-id='282' subinstr-id='24'/>
+         <instruction instr-id='282' subinstr-id='26'/>
+         <instruction instr-id='282' subinstr-id='28'/>
+         <instruction instr-id='282' subinstr-id='30'/>
+         <instruction instr-id='282' subinstr-id='32'/>
+         <instruction instr-id='282' subinstr-id='34'/>
+         <instruction instr-id='282' subinstr-id='36'/>
+         <instruction instr-id='282' subinstr-id='38'/>
+         <instruction instr-id='282' subinstr-id='40'/>
+         <instruction instr-id='282' subinstr-id='42'/>
+         <instruction instr-id='282' subinstr-id='44'/>
+         <instruction instr-id='282' subinstr-id='46'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='288' subinstr-id='6'/>
+         <instruction instr-id='288' subinstr-id='8'/>
+         <instruction instr-id='288' subinstr-id='10'/>
+         <instruction instr-id='288' subinstr-id='12'/>
+         <instruction instr-id='288' subinstr-id='14'/>
+         <instruction instr-id='288' subinstr-id='16'/>
+         <instruction instr-id='288' subinstr-id='18'/>
+         <instruction instr-id='288' subinstr-id='20'/>
+         <instruction instr-id='288' subinstr-id='22'/>
+         <instruction instr-id='288' subinstr-id='24'/>
+         <instruction instr-id='288' subinstr-id='26'/>
+         <instruction instr-id='288' subinstr-id='28'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='291' subinstr-id='4'/>
+         <instruction instr-id='291' subinstr-id='6'/>
+         <instruction instr-id='291' subinstr-id='8'/>
+         <instruction instr-id='291' subinstr-id='10'/>
+         <instruction instr-id='291' subinstr-id='12'/>
+         <instruction instr-id='291' subinstr-id='14'/>
+         <instruction instr-id='291' subinstr-id='16'/>
+         <instruction instr-id='291' subinstr-id='18'/>
+         <instruction instr-id='291' subinstr-id='20'/>
+         <instruction instr-id='291' subinstr-id='22'/>
+         <instruction instr-id='291' subinstr-id='24'/>
+         <instruction instr-id='291' subinstr-id='26'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='295' subinstr-id='2'/>
+         <instruction instr-id='295' subinstr-id='4'/>
+         <instruction instr-id='295' subinstr-id='6'/>
+         <instruction instr-id='295' subinstr-id='8'/>
+         <instruction instr-id='295' subinstr-id='10'/>
+         <instruction instr-id='295' subinstr-id='12'/>
+         <instruction instr-id='295' subinstr-id='14'/>
+         <instruction instr-id='295' subinstr-id='16'/>
+         <instruction instr-id='295' subinstr-id='18'/>
+         <instruction instr-id='295' subinstr-id='20'/>
+         <instruction instr-id='295' subinstr-id='22'/>
+         <instruction instr-id='295' subinstr-id='24'/>
+         <instruction instr-id='295' subinstr-id='26'/>
+         <instruction instr-id='295' subinstr-id='28'/>
+         <instruction instr-id='295' subinstr-id='30'/>
+         <instruction instr-id='295' subinstr-id='32'/>
+         <instruction instr-id='295' subinstr-id='34'/>
+         <instruction instr-id='295' subinstr-id='36'/>
+         <instruction instr-id='295' subinstr-id='38'/>
+         <instruction instr-id='295' subinstr-id='40'/>
+         <instruction instr-id='295' subinstr-id='42'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='301' subinstr-id='2'/>
+         <instruction instr-id='301' subinstr-id='4'/>
+         <instruction instr-id='301' subinstr-id='6'/>
+         <instruction instr-id='301' subinstr-id='8'/>
+         <instruction instr-id='301' subinstr-id='10'/>
+         <instruction instr-id='301' subinstr-id='12'/>
+         <instruction instr-id='301' subinstr-id='14'/>
+         <instruction instr-id='301' subinstr-id='16'/>
+         <instruction instr-id='301' subinstr-id='18'/>
+         <instruction instr-id='301' subinstr-id='20'/>
+         <instruction instr-id='301' subinstr-id='22'/>
+         <instruction instr-id='301' subinstr-id='24'/>
+         <instruction instr-id='307'/>
+         <instruction instr-id='307' subinstr-id='2'/>
+         <instruction instr-id='307' subinstr-id='4'/>
+         <instruction instr-id='307' subinstr-id='6'/>
+         <instruction instr-id='307' subinstr-id='8'/>
+         <instruction instr-id='307' subinstr-id='10'/>
+         <instruction instr-id='307' subinstr-id='12'/>
+         <instruction instr-id='307' subinstr-id='14'/>
+         <instruction instr-id='307' subinstr-id='16'/>
+         <instruction instr-id='307' subinstr-id='18'/>
+         <instruction instr-id='307' subinstr-id='20'/>
+         <instruction instr-id='307' subinstr-id='22'/>
+         <instruction instr-id='307' subinstr-id='24'/>
+         <instruction instr-id='307' subinstr-id='26'/>
+         <instruction instr-id='307' subinstr-id='28'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='311' subinstr-id='8'/>
+         <instruction instr-id='311' subinstr-id='10'/>
+         <instruction instr-id='311' subinstr-id='12'/>
+         <instruction instr-id='311' subinstr-id='14'/>
+         <instruction instr-id='311' subinstr-id='16'/>
+         <instruction instr-id='311' subinstr-id='18'/>
+         <instruction instr-id='311' subinstr-id='20'/>
+         <instruction instr-id='311' subinstr-id='22'/>
+         <instruction instr-id='311' subinstr-id='24'/>
+         <instruction instr-id='311' subinstr-id='26'/>
+         <instruction instr-id='311' subinstr-id='28'/>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='316' subinstr-id='4'/>
+         <instruction instr-id='316' subinstr-id='6'/>
+         <instruction instr-id='316' subinstr-id='8'/>
+         <instruction instr-id='316' subinstr-id='10'/>
+         <instruction instr-id='316' subinstr-id='12'/>
+         <instruction instr-id='316' subinstr-id='14'/>
+         <instruction instr-id='316' subinstr-id='16'/>
+         <instruction instr-id='316' subinstr-id='18'/>
+         <instruction instr-id='316' subinstr-id='20'/>
+         <instruction instr-id='316' subinstr-id='22'/>
+         <instruction instr-id='316' subinstr-id='24'/>
+         <instruction instr-id='316' subinstr-id='26'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='321' subinstr-id='2'/>
+         <instruction instr-id='321' subinstr-id='4'/>
+         <instruction instr-id='321' subinstr-id='6'/>
+         <instruction instr-id='321' subinstr-id='8'/>
+         <instruction instr-id='321' subinstr-id='10'/>
+         <instruction instr-id='321' subinstr-id='12'/>
+         <instruction instr-id='321' subinstr-id='14'/>
+         <instruction instr-id='321' subinstr-id='16'/>
+         <instruction instr-id='321' subinstr-id='18'/>
+         <instruction instr-id='321' subinstr-id='20'/>
+         <instruction instr-id='321' subinstr-id='22'/>
+         <instruction instr-id='321' subinstr-id='24'/>
+         <instruction instr-id='321' subinstr-id='26'/>
+         <instruction instr-id='321' subinstr-id='28'/>
+         <instruction instr-id='321' subinstr-id='30'/>
+         <instruction instr-id='321' subinstr-id='32'/>
+         <instruction instr-id='321' subinstr-id='34'/>
+         <instruction instr-id='321' subinstr-id='36'/>
+         <instruction instr-id='321' subinstr-id='38'/>
+         <instruction instr-id='321' subinstr-id='40'/>
+         <instruction instr-id='321' subinstr-id='42'/>
+         <instruction instr-id='379'/>
+         <instruction instr-id='379' subinstr-id='2'/>
+         <instruction instr-id='379' subinstr-id='4'/>
+         <instruction instr-id='379' subinstr-id='6'/>
+         <instruction instr-id='379' subinstr-id='8'/>
+         <instruction instr-id='383'/>
+         <instruction instr-id='383' subinstr-id='2'/>
+         <instruction instr-id='383' subinstr-id='4'/>
+         <instruction instr-id='383' subinstr-id='6'/>
+         <instruction instr-id='383' subinstr-id='8'/>
+         <instruction instr-id='383' subinstr-id='10'/>
+         <instruction instr-id='383' subinstr-id='12'/>
+         <bounding-box x1='74' y1='195' x2='536' y2='670'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-str.xml
new file mode 100644
index 00000000..644e26eb
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002-str.xml
@@ -0,0 +1,2966 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-002-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='3' end-col='7'>
+            <bounding-box x1='400' y1='571' x2='473' y2='581'/>
+            <content>Amount borrowed</content>
+            <instruction instr-id='890' subinstr-id='0'/>
+            <instruction instr-id='890' subinstr-id='2'/>
+            <instruction instr-id='890' subinstr-id='4'/>
+            <instruction instr-id='890' subinstr-id='6'/>
+            <instruction instr-id='890' subinstr-id='8'/>
+            <instruction instr-id='890' subinstr-id='10'/>
+            <instruction instr-id='890' subinstr-id='12'/>
+            <instruction instr-id='890' subinstr-id='14'/>
+            <instruction instr-id='890' subinstr-id='16'/>
+            <instruction instr-id='890' subinstr-id='18'/>
+            <instruction instr-id='890' subinstr-id='20'/>
+            <instruction instr-id='890' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='74' y1='547' x2='231' y2='557'/>
+            <content>Student and institutional characteristics</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+            <instruction instr-id='192' subinstr-id='2'/>
+            <instruction instr-id='192' subinstr-id='4'/>
+            <instruction instr-id='192' subinstr-id='6'/>
+            <instruction instr-id='192' subinstr-id='8'/>
+            <instruction instr-id='192' subinstr-id='10'/>
+            <instruction instr-id='192' subinstr-id='12'/>
+            <instruction instr-id='192' subinstr-id='14'/>
+            <instruction instr-id='192' subinstr-id='16'/>
+            <instruction instr-id='192' subinstr-id='18'/>
+            <instruction instr-id='192' subinstr-id='20'/>
+            <instruction instr-id='192' subinstr-id='22'/>
+            <instruction instr-id='192' subinstr-id='24'/>
+            <instruction instr-id='192' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1' end-row='1'>
+            <bounding-box x1='239' y1='547' x2='277' y2='581'/>
+            <content>Percent
+who
+borrowed</content>
+            <instruction instr-id='184' subinstr-id='0'/>
+            <instruction instr-id='184' subinstr-id='2'/>
+            <instruction instr-id='184' subinstr-id='4'/>
+            <instruction instr-id='184' subinstr-id='6'/>
+            <instruction instr-id='188' subinstr-id='0'/>
+            <instruction instr-id='188' subinstr-id='2'/>
+            <instruction instr-id='188' subinstr-id='4'/>
+            <instruction instr-id='192' subinstr-id='28'/>
+            <instruction instr-id='192' subinstr-id='30'/>
+            <instruction instr-id='192' subinstr-id='32'/>
+            <instruction instr-id='192' subinstr-id='34'/>
+            <instruction instr-id='192' subinstr-id='36'/>
+            <instruction instr-id='192' subinstr-id='38'/>
+            <instruction instr-id='192' subinstr-id='40'/>
+            <instruction instr-id='192' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2' end-row='1'>
+            <bounding-box x1='294' y1='547' x2='327' y2='569'/>
+            <content>Average
+amount</content>
+            <instruction instr-id='188' subinstr-id='6'/>
+            <instruction instr-id='188' subinstr-id='8'/>
+            <instruction instr-id='188' subinstr-id='10'/>
+            <instruction instr-id='188' subinstr-id='12'/>
+            <instruction instr-id='188' subinstr-id='14'/>
+            <instruction instr-id='192' subinstr-id='44'/>
+            <instruction instr-id='192' subinstr-id='46'/>
+            <instruction instr-id='192' subinstr-id='48'/>
+            <instruction instr-id='192' subinstr-id='50'/>
+            <instruction instr-id='192' subinstr-id='52'/>
+            <instruction instr-id='208' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='335' y1='547' x2='373' y2='569'/>
+            <content>Less than
+$10,000</content>
+            <instruction instr-id='188' subinstr-id='16'/>
+            <instruction instr-id='188' subinstr-id='18'/>
+            <instruction instr-id='188' subinstr-id='20'/>
+            <instruction instr-id='188' subinstr-id='22'/>
+            <instruction instr-id='188' subinstr-id='24'/>
+            <instruction instr-id='188' subinstr-id='26'/>
+            <instruction instr-id='188' subinstr-id='28'/>
+            <instruction instr-id='219' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4'>
+            <bounding-box x1='376' y1='547' x2='414' y2='569'/>
+            <content>$10,000–
+14,999</content>
+            <instruction instr-id='188' subinstr-id='30'/>
+            <instruction instr-id='219' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5'>
+            <bounding-box x1='417' y1='547' x2='455' y2='569'/>
+            <content>$15,000–
+29,999</content>
+            <instruction instr-id='188' subinstr-id='32'/>
+            <instruction instr-id='219' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6'>
+            <bounding-box x1='458' y1='547' x2='496' y2='569'/>
+            <content>$30,000–
+54,999</content>
+            <instruction instr-id='188' subinstr-id='34'/>
+            <instruction instr-id='219' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='7'>
+            <bounding-box x1='501' y1='547' x2='537' y2='569'/>
+            <content>$55,000
+or more</content>
+            <instruction instr-id='188' subinstr-id='36'/>
+            <instruction instr-id='219' subinstr-id='8'/>
+            <instruction instr-id='219' subinstr-id='10'/>
+            <instruction instr-id='219' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='86' y1='525' x2='108' y2='535'/>
+            <content>Total</content>
+            <instruction instr-id='223' subinstr-id='0'/>
+            <instruction instr-id='223' subinstr-id='2'/>
+            <instruction instr-id='223' subinstr-id='4'/>
+            <instruction instr-id='223' subinstr-id='6'/>
+            <instruction instr-id='223' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='259' y1='525' x2='277' y2='535'/>
+            <content>44.8</content>
+            <instruction instr-id='223' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='294' y1='525' x2='327' y2='535'/>
+            <content>$33,200</content>
+            <instruction instr-id='223' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='355' y1='525' x2='373' y2='535'/>
+            <content>23.2</content>
+            <instruction instr-id='223' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='396' y1='525' x2='414' y2='535'/>
+            <content>10.3</content>
+            <instruction instr-id='223' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5'>
+            <bounding-box x1='437' y1='525' x2='455' y2='535'/>
+            <content>27.0</content>
+            <instruction instr-id='223' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6'>
+            <bounding-box x1='478' y1='525' x2='496' y2='535'/>
+            <content>20.1</content>
+            <instruction instr-id='223' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7'>
+            <bounding-box x1='519' y1='525' x2='537' y2='535'/>
+            <content>19.4</content>
+            <instruction instr-id='223' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='74' y1='504' x2='213' y2='514'/>
+            <content>Type of degree-granting institution</content>
+            <instruction instr-id='229' subinstr-id='0'/>
+            <instruction instr-id='229' subinstr-id='2'/>
+            <instruction instr-id='229' subinstr-id='4'/>
+            <instruction instr-id='229' subinstr-id='6'/>
+            <instruction instr-id='229' subinstr-id='8'/>
+            <instruction instr-id='229' subinstr-id='10'/>
+            <instruction instr-id='229' subinstr-id='12'/>
+            <instruction instr-id='229' subinstr-id='14'/>
+            <instruction instr-id='229' subinstr-id='16'/>
+            <instruction instr-id='229' subinstr-id='18'/>
+            <instruction instr-id='229' subinstr-id='20'/>
+            <instruction instr-id='229' subinstr-id='22'/>
+            <instruction instr-id='229' subinstr-id='24'/>
+            <instruction instr-id='229' subinstr-id='26'/>
+            <instruction instr-id='229' subinstr-id='28'/>
+            <instruction instr-id='229' subinstr-id='30'/>
+            <instruction instr-id='229' subinstr-id='32'/>
+            <instruction instr-id='229' subinstr-id='34'/>
+            <instruction instr-id='229' subinstr-id='36'/>
+            <instruction instr-id='229' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='79' y1='493' x2='132' y2='503'/>
+            <content>Public 4-year</content>
+            <instruction instr-id='235' subinstr-id='0'/>
+            <instruction instr-id='235' subinstr-id='2'/>
+            <instruction instr-id='235' subinstr-id='4'/>
+            <instruction instr-id='235' subinstr-id='6'/>
+            <instruction instr-id='235' subinstr-id='8'/>
+            <instruction instr-id='235' subinstr-id='10'/>
+            <instruction instr-id='235' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='259' y1='493' x2='277' y2='503'/>
+            <content>44.4</content>
+            <instruction instr-id='235' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='300' y1='493' x2='327' y2='503'/>
+            <content>31,200</content>
+            <instruction instr-id='235' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='355' y1='493' x2='373' y2='503'/>
+            <content>25.5</content>
+            <instruction instr-id='235' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='396' y1='493' x2='414' y2='503'/>
+            <content>10.2</content>
+            <instruction instr-id='235' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='437' y1='493' x2='455' y2='503'/>
+            <content>26.9</content>
+            <instruction instr-id='235' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6'>
+            <bounding-box x1='478' y1='493' x2='496' y2='503'/>
+            <content>19.3</content>
+            <instruction instr-id='235' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7'>
+            <bounding-box x1='519' y1='493' x2='537' y2='503'/>
+            <content>18.1</content>
+            <instruction instr-id='235' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='84' y1='483' x2='178' y2='493'/>
+            <content>Non-doctorate-granting</content>
+            <instruction instr-id='240' subinstr-id='0'/>
+            <instruction instr-id='240' subinstr-id='2'/>
+            <instruction instr-id='240' subinstr-id='4'/>
+            <instruction instr-id='240' subinstr-id='6'/>
+            <instruction instr-id='240' subinstr-id='8'/>
+            <instruction instr-id='240' subinstr-id='10'/>
+            <instruction instr-id='240' subinstr-id='12'/>
+            <instruction instr-id='240' subinstr-id='14'/>
+            <instruction instr-id='240' subinstr-id='16'/>
+            <instruction instr-id='240' subinstr-id='18'/>
+            <instruction instr-id='240' subinstr-id='20'/>
+            <instruction instr-id='240' subinstr-id='22'/>
+            <instruction instr-id='240' subinstr-id='24'/>
+            <instruction instr-id='240' subinstr-id='26'/>
+            <instruction instr-id='240' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='259' y1='483' x2='277' y2='493'/>
+            <content>40.0</content>
+            <instruction instr-id='240' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='300' y1='483' x2='327' y2='493'/>
+            <content>25,000</content>
+            <instruction instr-id='240' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='355' y1='483' x2='373' y2='493'/>
+            <content>27.3</content>
+            <instruction instr-id='240' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='396' y1='483' x2='414' y2='493'/>
+            <content>11.3</content>
+            <instruction instr-id='240' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5'>
+            <bounding-box x1='437' y1='483' x2='455' y2='493'/>
+            <content>32.4</content>
+            <instruction instr-id='240' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6'>
+            <bounding-box x1='478' y1='483' x2='496' y2='493'/>
+            <content>18.3</content>
+            <instruction instr-id='240' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7'>
+            <bounding-box x1='519' y1='483' x2='537' y2='493'/>
+            <content>10.7</content>
+            <instruction instr-id='240' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='84' y1='472' x2='160' y2='482'/>
+            <content>Doctorate-granting</content>
+            <instruction instr-id='245' subinstr-id='0'/>
+            <instruction instr-id='245' subinstr-id='2'/>
+            <instruction instr-id='245' subinstr-id='4'/>
+            <instruction instr-id='245' subinstr-id='6'/>
+            <instruction instr-id='245' subinstr-id='8'/>
+            <instruction instr-id='245' subinstr-id='10'/>
+            <instruction instr-id='245' subinstr-id='12'/>
+            <instruction instr-id='245' subinstr-id='14'/>
+            <instruction instr-id='245' subinstr-id='16'/>
+            <instruction instr-id='245' subinstr-id='18'/>
+            <instruction instr-id='245' subinstr-id='20'/>
+            <instruction instr-id='245' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='259' y1='472' x2='277' y2='482'/>
+            <content>46.5</content>
+            <instruction instr-id='245' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='300' y1='472' x2='327' y2='482'/>
+            <content>33,900</content>
+            <instruction instr-id='245' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='355' y1='472' x2='373' y2='482'/>
+            <content>24.7</content>
+            <instruction instr-id='245' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='401' y1='472' x2='414' y2='482'/>
+            <content>9.7</content>
+            <instruction instr-id='245' subinstr-id='30'/>
+            <instruction instr-id='245' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='437' y1='472' x2='455' y2='482'/>
+            <content>24.6</content>
+            <instruction instr-id='245' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6'>
+            <bounding-box x1='478' y1='472' x2='496' y2='482'/>
+            <content>19.8</content>
+            <instruction instr-id='245' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7'>
+            <bounding-box x1='519' y1='472' x2='537' y2='482'/>
+            <content>21.2</content>
+            <instruction instr-id='245' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='79' y1='461' x2='191' y2='471'/>
+            <content>Private not-for-profit 4-year</content>
+            <instruction instr-id='250' subinstr-id='0'/>
+            <instruction instr-id='250' subinstr-id='2'/>
+            <instruction instr-id='250' subinstr-id='4'/>
+            <instruction instr-id='250' subinstr-id='6'/>
+            <instruction instr-id='250' subinstr-id='8'/>
+            <instruction instr-id='250' subinstr-id='10'/>
+            <instruction instr-id='250' subinstr-id='12'/>
+            <instruction instr-id='250' subinstr-id='14'/>
+            <instruction instr-id='250' subinstr-id='16'/>
+            <instruction instr-id='250' subinstr-id='18'/>
+            <instruction instr-id='250' subinstr-id='20'/>
+            <instruction instr-id='250' subinstr-id='22'/>
+            <instruction instr-id='250' subinstr-id='24'/>
+            <instruction instr-id='250' subinstr-id='26'/>
+            <instruction instr-id='250' subinstr-id='28'/>
+            <instruction instr-id='250' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='259' y1='461' x2='277' y2='471'/>
+            <content>45.9</content>
+            <instruction instr-id='250' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2'>
+            <bounding-box x1='300' y1='461' x2='327' y2='471'/>
+            <content>36,600</content>
+            <instruction instr-id='250' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='355' y1='461' x2='373' y2='471'/>
+            <content>20.3</content>
+            <instruction instr-id='250' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4'>
+            <bounding-box x1='396' y1='461' x2='414' y2='471'/>
+            <content>10.3</content>
+            <instruction instr-id='250' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5'>
+            <bounding-box x1='437' y1='461' x2='455' y2='471'/>
+            <content>25.7</content>
+            <instruction instr-id='250' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6'>
+            <bounding-box x1='478' y1='461' x2='496' y2='471'/>
+            <content>21.8</content>
+            <instruction instr-id='250' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7'>
+            <bounding-box x1='519' y1='461' x2='537' y2='471'/>
+            <content>21.8</content>
+            <instruction instr-id='250' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='84' y1='451' x2='178' y2='460'/>
+            <content>Non-doctorate-granting</content>
+            <instruction instr-id='254' subinstr-id='0'/>
+            <instruction instr-id='254' subinstr-id='2'/>
+            <instruction instr-id='254' subinstr-id='4'/>
+            <instruction instr-id='254' subinstr-id='6'/>
+            <instruction instr-id='254' subinstr-id='8'/>
+            <instruction instr-id='254' subinstr-id='10'/>
+            <instruction instr-id='254' subinstr-id='12'/>
+            <instruction instr-id='254' subinstr-id='14'/>
+            <instruction instr-id='254' subinstr-id='16'/>
+            <instruction instr-id='254' subinstr-id='18'/>
+            <instruction instr-id='254' subinstr-id='20'/>
+            <instruction instr-id='254' subinstr-id='22'/>
+            <instruction instr-id='254' subinstr-id='24'/>
+            <instruction instr-id='254' subinstr-id='26'/>
+            <instruction instr-id='254' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='259' y1='451' x2='277' y2='460'/>
+            <content>46.1</content>
+            <instruction instr-id='254' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2'>
+            <bounding-box x1='300' y1='451' x2='327' y2='460'/>
+            <content>31,300</content>
+            <instruction instr-id='254' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3'>
+            <bounding-box x1='355' y1='451' x2='373' y2='460'/>
+            <content>24.8</content>
+            <instruction instr-id='254' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4'>
+            <bounding-box x1='401' y1='451' x2='414' y2='460'/>
+            <content>8.9</content>
+            <instruction instr-id='254' subinstr-id='36'/>
+            <instruction instr-id='254' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5'>
+            <bounding-box x1='437' y1='451' x2='455' y2='460'/>
+            <content>27.5</content>
+            <instruction instr-id='254' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6'>
+            <bounding-box x1='478' y1='451' x2='496' y2='460'/>
+            <content>21.6</content>
+            <instruction instr-id='254' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7'>
+            <bounding-box x1='519' y1='451' x2='537' y2='460'/>
+            <content>17.1</content>
+            <instruction instr-id='254' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='84' y1='440' x2='160' y2='450'/>
+            <content>Doctorate-granting</content>
+            <instruction instr-id='259' subinstr-id='0'/>
+            <instruction instr-id='259' subinstr-id='2'/>
+            <instruction instr-id='259' subinstr-id='4'/>
+            <instruction instr-id='259' subinstr-id='6'/>
+            <instruction instr-id='259' subinstr-id='8'/>
+            <instruction instr-id='259' subinstr-id='10'/>
+            <instruction instr-id='259' subinstr-id='12'/>
+            <instruction instr-id='259' subinstr-id='14'/>
+            <instruction instr-id='259' subinstr-id='16'/>
+            <instruction instr-id='259' subinstr-id='18'/>
+            <instruction instr-id='259' subinstr-id='20'/>
+            <instruction instr-id='259' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='259' y1='440' x2='277' y2='450'/>
+            <content>45.7</content>
+            <instruction instr-id='259' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2'>
+            <bounding-box x1='300' y1='440' x2='327' y2='450'/>
+            <content>42,300</content>
+            <instruction instr-id='259' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3'>
+            <bounding-box x1='355' y1='440' x2='373' y2='450'/>
+            <content>15.5</content>
+            <instruction instr-id='259' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4'>
+            <bounding-box x1='396' y1='440' x2='414' y2='450'/>
+            <content>11.8</content>
+            <instruction instr-id='259' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5'>
+            <bounding-box x1='437' y1='440' x2='455' y2='450'/>
+            <content>23.8</content>
+            <instruction instr-id='259' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6'>
+            <bounding-box x1='478' y1='440' x2='496' y2='450'/>
+            <content>22.1</content>
+            <instruction instr-id='259' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7'>
+            <bounding-box x1='519' y1='440' x2='537' y2='450'/>
+            <content>26.8</content>
+            <instruction instr-id='259' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='79' y1='429' x2='101' y2='439'/>
+            <content>Other</content>
+            <instruction instr-id='264' subinstr-id='0'/>
+            <instruction instr-id='264' subinstr-id='2'/>
+            <instruction instr-id='264' subinstr-id='4'/>
+            <instruction instr-id='264' subinstr-id='6'/>
+            <instruction instr-id='264' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='259' y1='429' x2='277' y2='439'/>
+            <content>41.3</content>
+            <instruction instr-id='264' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2'>
+            <bounding-box x1='300' y1='429' x2='327' y2='439'/>
+            <content>31,900</content>
+            <instruction instr-id='264' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3'>
+            <bounding-box x1='355' y1='429' x2='373' y2='439'/>
+            <content>11.2</content>
+            <instruction instr-id='264' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='396' y1='429' x2='414' y2='439'/>
+            <content>11.2</content>
+            <instruction instr-id='264' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5'>
+            <bounding-box x1='437' y1='429' x2='455' y2='439'/>
+            <content>43.2</content>
+            <instruction instr-id='264' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6'>
+            <bounding-box x1='478' y1='429' x2='496' y2='439'/>
+            <content>15.7</content>
+            <instruction instr-id='264' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7'>
+            <bounding-box x1='519' y1='429' x2='537' y2='439'/>
+            <content>18.8</content>
+            <instruction instr-id='264' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='74' y1='408' x2='159' y2='418'/>
+            <content>Undergraduate major</content>
+            <instruction instr-id='270' subinstr-id='0'/>
+            <instruction instr-id='270' subinstr-id='2'/>
+            <instruction instr-id='270' subinstr-id='4'/>
+            <instruction instr-id='270' subinstr-id='6'/>
+            <instruction instr-id='270' subinstr-id='8'/>
+            <instruction instr-id='270' subinstr-id='10'/>
+            <instruction instr-id='270' subinstr-id='12'/>
+            <instruction instr-id='270' subinstr-id='14'/>
+            <instruction instr-id='270' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='81' y1='397' x2='187' y2='407'/>
+            <content>Business and management</content>
+            <instruction instr-id='276' subinstr-id='0'/>
+            <instruction instr-id='276' subinstr-id='2'/>
+            <instruction instr-id='276' subinstr-id='4'/>
+            <instruction instr-id='276' subinstr-id='6'/>
+            <instruction instr-id='276' subinstr-id='8'/>
+            <instruction instr-id='276' subinstr-id='10'/>
+            <instruction instr-id='276' subinstr-id='12'/>
+            <instruction instr-id='276' subinstr-id='14'/>
+            <instruction instr-id='276' subinstr-id='16'/>
+            <instruction instr-id='276' subinstr-id='18'/>
+            <instruction instr-id='276' subinstr-id='20'/>
+            <instruction instr-id='276' subinstr-id='22'/>
+            <instruction instr-id='276' subinstr-id='24'/>
+            <instruction instr-id='276' subinstr-id='26'/>
+            <instruction instr-id='292' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='259' y1='397' x2='277' y2='407'/>
+            <content>34.3</content>
+            <instruction instr-id='302' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2'>
+            <bounding-box x1='300' y1='397' x2='327' y2='407'/>
+            <content>28,700</content>
+            <instruction instr-id='302' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3'>
+            <bounding-box x1='355' y1='397' x2='373' y2='407'/>
+            <content>28.1</content>
+            <instruction instr-id='302' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='401' y1='397' x2='414' y2='407'/>
+            <content>7.1</content>
+            <instruction instr-id='302' subinstr-id='6'/>
+            <instruction instr-id='302' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='437' y1='397' x2='455' y2='407'/>
+            <content>28.9</content>
+            <instruction instr-id='302' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6'>
+            <bounding-box x1='478' y1='397' x2='496' y2='407'/>
+            <content>19.4</content>
+            <instruction instr-id='302' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7'>
+            <bounding-box x1='519' y1='397' x2='537' y2='407'/>
+            <content>16.5</content>
+            <instruction instr-id='302' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='81' y1='386' x2='122' y2='396'/>
+            <content>Education</content>
+            <instruction instr-id='306' subinstr-id='0'/>
+            <instruction instr-id='306' subinstr-id='2'/>
+            <instruction instr-id='306' subinstr-id='4'/>
+            <instruction instr-id='306' subinstr-id='6'/>
+            <instruction instr-id='306' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='259' y1='386' x2='277' y2='396'/>
+            <content>34.3</content>
+            <instruction instr-id='306' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2'>
+            <bounding-box x1='300' y1='386' x2='327' y2='396'/>
+            <content>23,000</content>
+            <instruction instr-id='306' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3'>
+            <bounding-box x1='355' y1='386' x2='373' y2='396'/>
+            <content>37.4</content>
+            <instruction instr-id='306' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4'>
+            <bounding-box x1='396' y1='386' x2='414' y2='396'/>
+            <content>12.5</content>
+            <instruction instr-id='306' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5'>
+            <bounding-box x1='437' y1='386' x2='455' y2='396'/>
+            <content>25.5</content>
+            <instruction instr-id='306' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6'>
+            <bounding-box x1='478' y1='386' x2='496' y2='396'/>
+            <content>12.9</content>
+            <instruction instr-id='306' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7'>
+            <bounding-box x1='519' y1='386' x2='537' y2='396'/>
+            <content>11.8</content>
+            <instruction instr-id='306' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='81' y1='376' x2='230' y2='386'/>
+            <content>Engineering, mathematics, or science</content>
+            <instruction instr-id='312' subinstr-id='0'/>
+            <instruction instr-id='312' subinstr-id='2'/>
+            <instruction instr-id='312' subinstr-id='4'/>
+            <instruction instr-id='312' subinstr-id='6'/>
+            <instruction instr-id='312' subinstr-id='8'/>
+            <instruction instr-id='312' subinstr-id='10'/>
+            <instruction instr-id='312' subinstr-id='12'/>
+            <instruction instr-id='312' subinstr-id='14'/>
+            <instruction instr-id='312' subinstr-id='16'/>
+            <instruction instr-id='312' subinstr-id='18'/>
+            <instruction instr-id='312' subinstr-id='20'/>
+            <instruction instr-id='312' subinstr-id='22'/>
+            <instruction instr-id='312' subinstr-id='24'/>
+            <instruction instr-id='312' subinstr-id='26'/>
+            <instruction instr-id='312' subinstr-id='28'/>
+            <instruction instr-id='312' subinstr-id='30'/>
+            <instruction instr-id='312' subinstr-id='32'/>
+            <instruction instr-id='312' subinstr-id='34'/>
+            <instruction instr-id='312' subinstr-id='36'/>
+            <instruction instr-id='312' subinstr-id='38'/>
+            <instruction instr-id='312' subinstr-id='40'/>
+            <instruction instr-id='312' subinstr-id='42'/>
+            <instruction instr-id='312' subinstr-id='44'/>
+            <instruction instr-id='312' subinstr-id='46'/>
+            <instruction instr-id='312' subinstr-id='48'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='259' y1='376' x2='277' y2='386'/>
+            <content>47.1</content>
+            <instruction instr-id='312' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2'>
+            <bounding-box x1='300' y1='376' x2='327' y2='386'/>
+            <content>47,400</content>
+            <instruction instr-id='312' subinstr-id='52'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3'>
+            <bounding-box x1='355' y1='376' x2='373' y2='386'/>
+            <content>19.1</content>
+            <instruction instr-id='312' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4'>
+            <bounding-box x1='401' y1='376' x2='414' y2='386'/>
+            <content>8.7</content>
+            <instruction instr-id='312' subinstr-id='56'/>
+            <instruction instr-id='312' subinstr-id='58'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5'>
+            <bounding-box x1='437' y1='376' x2='455' y2='386'/>
+            <content>19.2</content>
+            <instruction instr-id='312' subinstr-id='60'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6'>
+            <bounding-box x1='478' y1='376' x2='496' y2='386'/>
+            <content>19.7</content>
+            <instruction instr-id='312' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7'>
+            <bounding-box x1='519' y1='376' x2='537' y2='386'/>
+            <content>33.4</content>
+            <instruction instr-id='312' subinstr-id='64'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='0'>
+            <bounding-box x1='81' y1='365' x2='199' y2='375'/>
+            <content>Humanities or social sciences</content>
+            <instruction instr-id='317' subinstr-id='0'/>
+            <instruction instr-id='317' subinstr-id='2'/>
+            <instruction instr-id='317' subinstr-id='4'/>
+            <instruction instr-id='317' subinstr-id='6'/>
+            <instruction instr-id='317' subinstr-id='8'/>
+            <instruction instr-id='317' subinstr-id='10'/>
+            <instruction instr-id='317' subinstr-id='12'/>
+            <instruction instr-id='317' subinstr-id='14'/>
+            <instruction instr-id='317' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1'>
+            <bounding-box x1='259' y1='365' x2='277' y2='375'/>
+            <content>52.8</content>
+            <instruction instr-id='317' subinstr-id='18'/>
+            <instruction instr-id='317' subinstr-id='20'/>
+            <instruction instr-id='317' subinstr-id='22'/>
+            <instruction instr-id='317' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2'>
+            <bounding-box x1='300' y1='365' x2='327' y2='375'/>
+            <content>32,800</content>
+            <instruction instr-id='317' subinstr-id='26'/>
+            <instruction instr-id='317' subinstr-id='28'/>
+            <instruction instr-id='317' subinstr-id='30'/>
+            <instruction instr-id='317' subinstr-id='32'/>
+            <instruction instr-id='317' subinstr-id='34'/>
+            <instruction instr-id='317' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3'>
+            <bounding-box x1='355' y1='365' x2='373' y2='375'/>
+            <content>20.0</content>
+            <instruction instr-id='317' subinstr-id='38'/>
+            <instruction instr-id='317' subinstr-id='40'/>
+            <instruction instr-id='317' subinstr-id='42'/>
+            <instruction instr-id='317' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4'>
+            <bounding-box x1='402' y1='365' x2='414' y2='375'/>
+            <content>8.5</content>
+            <instruction instr-id='317' subinstr-id='46'/>
+            <instruction instr-id='317' subinstr-id='48'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5'>
+            <bounding-box x1='437' y1='365' x2='455' y2='375'/>
+            <content>31.3</content>
+            <instruction instr-id='317' subinstr-id='50'/>
+            <instruction instr-id='317' subinstr-id='52'/>
+            <instruction instr-id='317' subinstr-id='54'/>
+            <instruction instr-id='317' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6'>
+            <bounding-box x1='479' y1='365' x2='496' y2='375'/>
+            <content>21.5</content>
+            <instruction instr-id='317' subinstr-id='58'/>
+            <instruction instr-id='317' subinstr-id='60'/>
+            <instruction instr-id='317' subinstr-id='62'/>
+            <instruction instr-id='317' subinstr-id='64'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7'>
+            <bounding-box x1='520' y1='365' x2='537' y2='375'/>
+            <content>18.7</content>
+            <instruction instr-id='317' subinstr-id='66'/>
+            <instruction instr-id='317' subinstr-id='68'/>
+            <instruction instr-id='317' subinstr-id='70'/>
+            <instruction instr-id='317' subinstr-id='72'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='0'>
+            <bounding-box x1='81' y1='354' x2='104' y2='364'/>
+            <content>Other</content>
+            <instruction instr-id='322' subinstr-id='0'/>
+            <instruction instr-id='322' subinstr-id='2'/>
+            <instruction instr-id='322' subinstr-id='4'/>
+            <instruction instr-id='322' subinstr-id='6'/>
+            <instruction instr-id='322' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1'>
+            <bounding-box x1='259' y1='354' x2='277' y2='364'/>
+            <content>47.4</content>
+            <instruction instr-id='322' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2'>
+            <bounding-box x1='300' y1='354' x2='327' y2='364'/>
+            <content>28,100</content>
+            <instruction instr-id='322' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3'>
+            <bounding-box x1='355' y1='354' x2='373' y2='364'/>
+            <content>21.6</content>
+            <instruction instr-id='322' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4'>
+            <bounding-box x1='396' y1='354' x2='414' y2='364'/>
+            <content>14.3</content>
+            <instruction instr-id='322' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5'>
+            <bounding-box x1='437' y1='354' x2='455' y2='364'/>
+            <content>28.0</content>
+            <instruction instr-id='322' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='6'>
+            <bounding-box x1='478' y1='354' x2='496' y2='364'/>
+            <content>22.9</content>
+            <instruction instr-id='322' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='7'>
+            <bounding-box x1='519' y1='354' x2='537' y2='364'/>
+            <content>13.2</content>
+            <instruction instr-id='322' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='0'>
+            <bounding-box x1='74' y1='333' x2='213' y2='343'/>
+            <content>Amount borrowed (undergraduate)</content>
+            <instruction instr-id='328' subinstr-id='0'/>
+            <instruction instr-id='328' subinstr-id='2'/>
+            <instruction instr-id='328' subinstr-id='4'/>
+            <instruction instr-id='328' subinstr-id='6'/>
+            <instruction instr-id='328' subinstr-id='8'/>
+            <instruction instr-id='328' subinstr-id='10'/>
+            <instruction instr-id='328' subinstr-id='12'/>
+            <instruction instr-id='328' subinstr-id='14'/>
+            <instruction instr-id='328' subinstr-id='16'/>
+            <instruction instr-id='328' subinstr-id='18'/>
+            <instruction instr-id='328' subinstr-id='20'/>
+            <instruction instr-id='328' subinstr-id='22'/>
+            <instruction instr-id='328' subinstr-id='24'/>
+            <instruction instr-id='328' subinstr-id='26'/>
+            <instruction instr-id='328' subinstr-id='28'/>
+            <instruction instr-id='328' subinstr-id='30'/>
+            <instruction instr-id='328' subinstr-id='32'/>
+            <instruction instr-id='328' subinstr-id='34'/>
+            <instruction instr-id='328' subinstr-id='36'/>
+            <instruction instr-id='328' subinstr-id='38'/>
+            <instruction instr-id='328' subinstr-id='40'/>
+            <instruction instr-id='328' subinstr-id='42'/>
+            <instruction instr-id='328' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='0'>
+            <bounding-box x1='79' y1='322' x2='141' y2='332'/>
+            <content>Did not borrow</content>
+            <instruction instr-id='334' subinstr-id='0'/>
+            <instruction instr-id='334' subinstr-id='2'/>
+            <instruction instr-id='334' subinstr-id='4'/>
+            <instruction instr-id='334' subinstr-id='6'/>
+            <instruction instr-id='334' subinstr-id='8'/>
+            <instruction instr-id='334' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1'>
+            <bounding-box x1='259' y1='322' x2='277' y2='332'/>
+            <content>36.0</content>
+            <instruction instr-id='334' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2'>
+            <bounding-box x1='300' y1='322' x2='327' y2='332'/>
+            <content>36,900</content>
+            <instruction instr-id='334' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='3'>
+            <bounding-box x1='355' y1='322' x2='373' y2='332'/>
+            <content>19.3</content>
+            <instruction instr-id='334' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='4'>
+            <bounding-box x1='401' y1='322' x2='414' y2='332'/>
+            <content>7.7</content>
+            <instruction instr-id='334' subinstr-id='18'/>
+            <instruction instr-id='334' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='5'>
+            <bounding-box x1='437' y1='322' x2='455' y2='332'/>
+            <content>26.5</content>
+            <instruction instr-id='334' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='6'>
+            <bounding-box x1='478' y1='322' x2='496' y2='332'/>
+            <content>22.7</content>
+            <instruction instr-id='334' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='7'>
+            <bounding-box x1='519' y1='322' x2='537' y2='332'/>
+            <content>23.9</content>
+            <instruction instr-id='334' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='0'>
+            <bounding-box x1='79' y1='312' x2='147' y2='322'/>
+            <content>Less than $5,000</content>
+            <instruction instr-id='339' subinstr-id='0'/>
+            <instruction instr-id='339' subinstr-id='2'/>
+            <instruction instr-id='339' subinstr-id='4'/>
+            <instruction instr-id='339' subinstr-id='6'/>
+            <instruction instr-id='339' subinstr-id='8'/>
+            <instruction instr-id='339' subinstr-id='10'/>
+            <instruction instr-id='339' subinstr-id='12'/>
+            <instruction instr-id='339' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1'>
+            <bounding-box x1='259' y1='312' x2='277' y2='322'/>
+            <content>45.7</content>
+            <instruction instr-id='339' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2'>
+            <bounding-box x1='300' y1='312' x2='327' y2='322'/>
+            <content>30,300</content>
+            <instruction instr-id='339' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='3'>
+            <bounding-box x1='355' y1='312' x2='373' y2='322'/>
+            <content>29.7</content>
+            <instruction instr-id='339' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='4'>
+            <bounding-box x1='401' y1='312' x2='414' y2='322'/>
+            <content>9.5</content>
+            <instruction instr-id='339' subinstr-id='22'/>
+            <instruction instr-id='339' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='5'>
+            <bounding-box x1='437' y1='312' x2='455' y2='322'/>
+            <content>28.4</content>
+            <instruction instr-id='339' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='6'>
+            <bounding-box x1='478' y1='312' x2='496' y2='322'/>
+            <content>17.3</content>
+            <instruction instr-id='339' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='7'>
+            <bounding-box x1='519' y1='312' x2='537' y2='322'/>
+            <content>15.2</content>
+            <instruction instr-id='339' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='0'>
+            <bounding-box x1='79' y1='301' x2='134' y2='311'/>
+            <content>$5,000–9,999</content>
+            <instruction instr-id='344' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1'>
+            <bounding-box x1='259' y1='301' x2='277' y2='311'/>
+            <content>56.3</content>
+            <instruction instr-id='344' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2'>
+            <bounding-box x1='300' y1='301' x2='327' y2='311'/>
+            <content>29,200</content>
+            <instruction instr-id='344' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='3'>
+            <bounding-box x1='355' y1='301' x2='373' y2='311'/>
+            <content>28.0</content>
+            <instruction instr-id='344' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='4'>
+            <bounding-box x1='396' y1='301' x2='414' y2='311'/>
+            <content>13.0</content>
+            <instruction instr-id='344' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='5'>
+            <bounding-box x1='437' y1='301' x2='455' y2='311'/>
+            <content>31.0</content>
+            <instruction instr-id='344' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='6'>
+            <bounding-box x1='478' y1='301' x2='496' y2='311'/>
+            <content>12.9</content>
+            <instruction instr-id='344' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='7'>
+            <bounding-box x1='519' y1='301' x2='537' y2='311'/>
+            <content>15.1</content>
+            <instruction instr-id='344' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='0'>
+            <bounding-box x1='79' y1='290' x2='144' y2='300'/>
+            <content>$10,000–14,999</content>
+            <instruction instr-id='348' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1'>
+            <bounding-box x1='259' y1='290' x2='277' y2='300'/>
+            <content>54.7</content>
+            <instruction instr-id='348' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2'>
+            <bounding-box x1='299' y1='290' x2='327' y2='300'/>
+            <content>28,700</content>
+            <instruction instr-id='348' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='3'>
+            <bounding-box x1='355' y1='290' x2='373' y2='300'/>
+            <content>25.7</content>
+            <instruction instr-id='348' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='4'>
+            <bounding-box x1='396' y1='290' x2='414' y2='300'/>
+            <content>16.1</content>
+            <instruction instr-id='348' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='5'>
+            <bounding-box x1='437' y1='290' x2='455' y2='300'/>
+            <content>23.6</content>
+            <instruction instr-id='348' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='6'>
+            <bounding-box x1='478' y1='290' x2='496' y2='300'/>
+            <content>19.4</content>
+            <instruction instr-id='348' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='7'>
+            <bounding-box x1='519' y1='290' x2='537' y2='300'/>
+            <content>15.3</content>
+            <instruction instr-id='348' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='0'>
+            <bounding-box x1='79' y1='280' x2='145' y2='290'/>
+            <content>$15,000 or more</content>
+            <instruction instr-id='353' subinstr-id='0'/>
+            <instruction instr-id='353' subinstr-id='2'/>
+            <instruction instr-id='353' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1'>
+            <bounding-box x1='259' y1='280' x2='277' y2='290'/>
+            <content>58.4</content>
+            <instruction instr-id='353' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2'>
+            <bounding-box x1='299' y1='280' x2='327' y2='290'/>
+            <content>35,100</content>
+            <instruction instr-id='353' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='3'>
+            <bounding-box x1='355' y1='280' x2='373' y2='290'/>
+            <content>18.7</content>
+            <instruction instr-id='353' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='4'>
+            <bounding-box x1='401' y1='280' x2='414' y2='290'/>
+            <content>9.9</content>
+            <instruction instr-id='353' subinstr-id='12'/>
+            <instruction instr-id='353' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='5'>
+            <bounding-box x1='437' y1='280' x2='455' y2='290'/>
+            <content>25.3</content>
+            <instruction instr-id='353' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='6'>
+            <bounding-box x1='478' y1='280' x2='496' y2='290'/>
+            <content>24.9</content>
+            <instruction instr-id='353' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='7'>
+            <bounding-box x1='519' y1='280' x2='537' y2='290'/>
+            <content>21.3</content>
+            <instruction instr-id='353' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='0'>
+            <bounding-box x1='74' y1='248' x2='215' y2='268'/>
+            <content>Highest enrollment after bachelor’s
+degree by 2003</content>
+            <instruction instr-id='359' subinstr-id='0'/>
+            <instruction instr-id='359' subinstr-id='2'/>
+            <instruction instr-id='359' subinstr-id='4'/>
+            <instruction instr-id='359' subinstr-id='6'/>
+            <instruction instr-id='359' subinstr-id='8'/>
+            <instruction instr-id='359' subinstr-id='10'/>
+            <instruction instr-id='359' subinstr-id='12'/>
+            <instruction instr-id='359' subinstr-id='14'/>
+            <instruction instr-id='359' subinstr-id='16'/>
+            <instruction instr-id='359' subinstr-id='18'/>
+            <instruction instr-id='359' subinstr-id='20'/>
+            <instruction instr-id='365' subinstr-id='0'/>
+            <instruction instr-id='365' subinstr-id='2'/>
+            <instruction instr-id='365' subinstr-id='4'/>
+            <instruction instr-id='365' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='0'>
+            <bounding-box x1='79' y1='237' x2='143' y2='247'/>
+            <content>Master’s degree</content>
+            <instruction instr-id='370' subinstr-id='0'/>
+            <instruction instr-id='370' subinstr-id='2'/>
+            <instruction instr-id='370' subinstr-id='4'/>
+            <instruction instr-id='370' subinstr-id='6'/>
+            <instruction instr-id='370' subinstr-id='8'/>
+            <instruction instr-id='370' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1'>
+            <bounding-box x1='259' y1='237' x2='277' y2='247'/>
+            <content>37.9</content>
+            <instruction instr-id='370' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2'>
+            <bounding-box x1='300' y1='237' x2='327' y2='247'/>
+            <content>19,900</content>
+            <instruction instr-id='370' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='3'>
+            <bounding-box x1='355' y1='237' x2='373' y2='247'/>
+            <content>30.0</content>
+            <instruction instr-id='370' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='4'>
+            <bounding-box x1='396' y1='237' x2='414' y2='247'/>
+            <content>13.2</content>
+            <instruction instr-id='370' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='5'>
+            <bounding-box x1='437' y1='237' x2='455' y2='247'/>
+            <content>33.5</content>
+            <instruction instr-id='370' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='6'>
+            <bounding-box x1='478' y1='237' x2='496' y2='247'/>
+            <content>18.9</content>
+            <instruction instr-id='370' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='7'>
+            <bounding-box x1='524' y1='237' x2='537' y2='247'/>
+            <content>4.5</content>
+            <instruction instr-id='370' subinstr-id='24'/>
+            <instruction instr-id='370' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='0'>
+            <bounding-box x1='79' y1='226' x2='143' y2='236'/>
+            <content>Doctoral degree</content>
+            <instruction instr-id='374' subinstr-id='0'/>
+            <instruction instr-id='374' subinstr-id='2'/>
+            <instruction instr-id='374' subinstr-id='4'/>
+            <instruction instr-id='374' subinstr-id='6'/>
+            <instruction instr-id='374' subinstr-id='8'/>
+            <instruction instr-id='374' subinstr-id='10'/>
+            <instruction instr-id='374' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1'>
+            <bounding-box x1='259' y1='226' x2='277' y2='236'/>
+            <content>63.1</content>
+            <instruction instr-id='374' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2'>
+            <bounding-box x1='300' y1='226' x2='327' y2='236'/>
+            <content>43,700</content>
+            <instruction instr-id='374' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='3'>
+            <bounding-box x1='355' y1='226' x2='373' y2='236'/>
+            <content>18.3</content>
+            <instruction instr-id='374' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='4'>
+            <bounding-box x1='401' y1='226' x2='414' y2='236'/>
+            <content>7.6</content>
+            <instruction instr-id='374' subinstr-id='20'/>
+            <instruction instr-id='374' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='5'>
+            <bounding-box x1='437' y1='226' x2='455' y2='236'/>
+            <content>21.6</content>
+            <instruction instr-id='374' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='6'>
+            <bounding-box x1='478' y1='226' x2='496' y2='236'/>
+            <content>21.1</content>
+            <instruction instr-id='374' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='7'>
+            <bounding-box x1='519' y1='226' x2='537' y2='236'/>
+            <content>31.5</content>
+            <instruction instr-id='374' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='0'>
+            <bounding-box x1='79' y1='216' x2='178' y2='226'/>
+            <content>First-professional degree</content>
+            <instruction instr-id='378' subinstr-id='0'/>
+            <instruction instr-id='378' subinstr-id='2'/>
+            <instruction instr-id='378' subinstr-id='4'/>
+            <instruction instr-id='378' subinstr-id='6'/>
+            <instruction instr-id='378' subinstr-id='8'/>
+            <instruction instr-id='378' subinstr-id='10'/>
+            <instruction instr-id='378' subinstr-id='12'/>
+            <instruction instr-id='378' subinstr-id='14'/>
+            <instruction instr-id='378' subinstr-id='16'/>
+            <instruction instr-id='378' subinstr-id='18'/>
+            <instruction instr-id='378' subinstr-id='20'/>
+            <instruction instr-id='378' subinstr-id='22'/>
+            <instruction instr-id='378' subinstr-id='24'/>
+            <instruction instr-id='378' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1'>
+            <bounding-box x1='259' y1='216' x2='277' y2='226'/>
+            <content>71.8</content>
+            <instruction instr-id='378' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2'>
+            <bounding-box x1='300' y1='216' x2='327' y2='226'/>
+            <content>69,200</content>
+            <instruction instr-id='378' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='3'>
+            <bounding-box x1='360' y1='216' x2='373' y2='226'/>
+            <content>4.6</content>
+            <instruction instr-id='378' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='4'>
+            <bounding-box x1='401' y1='216' x2='414' y2='226'/>
+            <content>2.6</content>
+            <instruction instr-id='378' subinstr-id='34'/>
+            <instruction instr-id='378' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='5'>
+            <bounding-box x1='442' y1='216' x2='455' y2='226'/>
+            <content>9.4</content>
+            <instruction instr-id='378' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='6'>
+            <bounding-box x1='478' y1='216' x2='496' y2='226'/>
+            <content>23.6</content>
+            <instruction instr-id='378' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='7'>
+
+            <bounding-box x1='519' y1='216' x2='537' y2='226'/>
+            <content>59.9</content>
+            <instruction instr-id='378' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='0'>
+            <bounding-box x1='74' y1='194' x2='198' y2='204'/>
+            <content>Highest degree earned by 2003</content>
+            <instruction instr-id='383' subinstr-id='0'/>
+            <instruction instr-id='383' subinstr-id='2'/>
+            <instruction instr-id='383' subinstr-id='4'/>
+            <instruction instr-id='383' subinstr-id='6'/>
+            <instruction instr-id='383' subinstr-id='8'/>
+            <instruction instr-id='383' subinstr-id='10'/>
+            <instruction instr-id='383' subinstr-id='12'/>
+            <instruction instr-id='383' subinstr-id='14'/>
+            <instruction instr-id='383' subinstr-id='16'/>
+            <instruction instr-id='383' subinstr-id='18'/>
+            <instruction instr-id='383' subinstr-id='20'/>
+            <instruction instr-id='383' subinstr-id='22'/>
+            <instruction instr-id='383' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='0'>
+            <bounding-box x1='79' y1='184' x2='151' y2='193'/>
+            <content>Bachelor’s degree</content>
+            <instruction instr-id='388' subinstr-id='0'/>
+            <instruction instr-id='388' subinstr-id='2'/>
+            <instruction instr-id='388' subinstr-id='4'/>
+            <instruction instr-id='388' subinstr-id='6'/>
+            <instruction instr-id='388' subinstr-id='8'/>
+            <instruction instr-id='388' subinstr-id='10'/>
+            <instruction instr-id='388' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1'>
+            <bounding-box x1='259' y1='184' x2='277' y2='193'/>
+            <content>32.3</content>
+            <instruction instr-id='388' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2'>
+            <bounding-box x1='300' y1='184' x2='327' y2='193'/>
+            <content>23,300</content>
+            <instruction instr-id='388' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='3'>
+            <bounding-box x1='355' y1='184' x2='373' y2='193'/>
+            <content>36.2</content>
+            <instruction instr-id='388' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='4'>
+            <bounding-box x1='396' y1='184' x2='414' y2='193'/>
+            <content>11.6</content>
+            <instruction instr-id='388' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='5'>
+            <bounding-box x1='437' y1='184' x2='455' y2='193'/>
+            <content>26.6</content>
+            <instruction instr-id='388' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='6'>
+            <bounding-box x1='478' y1='184' x2='496' y2='193'/>
+            <content>14.4</content>
+            <instruction instr-id='388' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='7'>
+            <bounding-box x1='519' y1='184' x2='537' y2='193'/>
+            <content>11.4</content>
+            <instruction instr-id='388' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='0'>
+            <bounding-box x1='79' y1='173' x2='143' y2='183'/>
+            <content>Master’s degree</content>
+            <instruction instr-id='391' subinstr-id='0'/>
+            <instruction instr-id='391' subinstr-id='2'/>
+            <instruction instr-id='391' subinstr-id='4'/>
+            <instruction instr-id='391' subinstr-id='6'/>
+            <instruction instr-id='391' subinstr-id='8'/>
+            <instruction instr-id='391' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1'>
+            <bounding-box x1='259' y1='173' x2='277' y2='183'/>
+            <content>45.4</content>
+            <instruction instr-id='391' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2'>
+            <bounding-box x1='300' y1='173' x2='327' y2='183'/>
+            <content>22,900</content>
+            <instruction instr-id='391' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='3'>
+            <bounding-box x1='355' y1='173' x2='373' y2='183'/>
+            <content>23.9</content>
+            <instruction instr-id='391' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='4'>
+            <bounding-box x1='396' y1='173' x2='414' y2='183'/>
+            <content>12.6</content>
+            <instruction instr-id='391' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='5'>
+            <bounding-box x1='437' y1='173' x2='455' y2='183'/>
+            <content>34.9</content>
+            <instruction instr-id='391' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='6'>
+            <bounding-box x1='478' y1='173' x2='496' y2='183'/>
+            <content>22.7</content>
+            <instruction instr-id='391' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='7'>
+            <bounding-box x1='525' y1='173' x2='537' y2='183'/>
+            <content>5.9</content>
+            <instruction instr-id='391' subinstr-id='24'/>
+            <instruction instr-id='391' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='0'>
+            <bounding-box x1='79' y1='162' x2='143' y2='172'/>
+            <content>Doctoral degree</content>
+            <instruction instr-id='395' subinstr-id='0'/>
+            <instruction instr-id='395' subinstr-id='2'/>
+            <instruction instr-id='395' subinstr-id='4'/>
+            <instruction instr-id='395' subinstr-id='6'/>
+            <instruction instr-id='395' subinstr-id='8'/>
+            <instruction instr-id='395' subinstr-id='10'/>
+            <instruction instr-id='395' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1'>
+            <bounding-box x1='259' y1='162' x2='277' y2='172'/>
+            <content>64.3</content>
+            <instruction instr-id='395' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2'>
+            <bounding-box x1='300' y1='162' x2='327' y2='172'/>
+            <content>44,100</content>
+            <instruction instr-id='395' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='3'>
+            <bounding-box x1='355' y1='162' x2='373' y2='172'/>
+            <content>21.4</content>
+            <instruction instr-id='395' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='4'>
+            <bounding-box x1='401' y1='162' x2='414' y2='172'/>
+            <content>9.6</content>
+            <instruction instr-id='395' subinstr-id='20'/>
+            <instruction instr-id='395' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='5'>
+            <bounding-box x1='437' y1='162' x2='455' y2='172'/>
+            <content>14.7</content>
+            <instruction instr-id='395' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='6'>
+            <bounding-box x1='478' y1='162' x2='496' y2='172'/>
+            <content>19.1</content>
+            <instruction instr-id='395' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='7'>
+            <bounding-box x1='519' y1='162' x2='537' y2='172'/>
+            <content>35.2</content>
+            <instruction instr-id='395' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='0'>
+            <bounding-box x1='79' y1='152' x2='178' y2='162'/>
+            <content>First-professional degree</content>
+            <instruction instr-id='419' subinstr-id='-1'/>
+            <instruction instr-id='429' subinstr-id='0'/>
+            <instruction instr-id='429' subinstr-id='2'/>
+            <instruction instr-id='429' subinstr-id='4'/>
+            <instruction instr-id='429' subinstr-id='6'/>
+            <instruction instr-id='445' subinstr-id='-1'/>
+            <instruction instr-id='455' subinstr-id='0'/>
+            <instruction instr-id='455' subinstr-id='2'/>
+            <instruction instr-id='471' subinstr-id='-1'/>
+            <instruction instr-id='481' subinstr-id='0'/>
+            <instruction instr-id='481' subinstr-id='2'/>
+            <instruction instr-id='497' subinstr-id='-1'/>
+            <instruction instr-id='522' subinstr-id='-1'/>
+            <instruction instr-id='532' subinstr-id='0'/>
+            <instruction instr-id='532' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1'>
+            <bounding-box x1='259' y1='152' x2='277' y2='162'/>
+            <content>78.8</content>
+            <instruction instr-id='549' subinstr-id='-1'/>
+            <instruction instr-id='558' subinstr-id='-1'/>
+            <instruction instr-id='574' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2'>
+            <bounding-box x1='300' y1='152' x2='327' y2='162'/>
+            <content>75,500</content>
+            <instruction instr-id='592' subinstr-id='-1'/>
+            <instruction instr-id='601' subinstr-id='-1'/>
+            <instruction instr-id='618' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='3'>
+            <bounding-box x1='360' y1='152' x2='373' y2='162'/>
+            <content>2.0</content>
+            <instruction instr-id='635' subinstr-id='-1'/>
+            <instruction instr-id='644' subinstr-id='-1'/>
+            <instruction instr-id='660' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='4'>
+            <bounding-box x1='401' y1='152' x2='414' y2='162'/>
+            <content>1.1</content>
+            <instruction instr-id='677' subinstr-id='-1'/>
+            <instruction instr-id='686' subinstr-id='-1'/>
+            <instruction instr-id='702' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='5'>
+            <bounding-box x1='442' y1='152' x2='455' y2='162'/>
+            <content>8.2</content>
+            <instruction instr-id='719' subinstr-id='-1'/>
+            <instruction instr-id='728' subinstr-id='-1'/>
+            <instruction instr-id='744' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='6'>
+            <bounding-box x1='478' y1='152' x2='496' y2='162'/>
+            <content>21.6</content>
+            <instruction instr-id='762' subinstr-id='-1'/>
+            <instruction instr-id='771' subinstr-id='-1'/>
+            <instruction instr-id='787' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='7'>
+            <bounding-box x1='520' y1='152' x2='537' y2='162'/>
+            <content>67.1</content>
+            <instruction instr-id='805' subinstr-id='-1'/>
+            <instruction instr-id='814' subinstr-id='-1'/>
+            <instruction instr-id='830' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='1' end-col='4'>
+            <bounding-box x1='287' y1='649' x2='377' y2='659'/>
+            <content>Percent who borrowed</content>
+            <instruction instr-id='383' subinstr-id='0'/>
+            <instruction instr-id='383' subinstr-id='2'/>
+            <instruction instr-id='383' subinstr-id='4'/>
+            <instruction instr-id='383' subinstr-id='6'/>
+            <instruction instr-id='383' subinstr-id='8'/>
+            <instruction instr-id='383' subinstr-id='10'/>
+            <instruction instr-id='383' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='5' end-col='7'>
+            <bounding-box x1='425' y1='649' x2='531' y2='670'/>
+            <content>Average amount borrowed
+(by borrowers)</content>
+            <instruction instr-id='129' subinstr-id='0'/>
+            <instruction instr-id='129' subinstr-id='2'/>
+            <instruction instr-id='129' subinstr-id='4'/>
+            <instruction instr-id='129' subinstr-id='6'/>
+            <instruction instr-id='129' subinstr-id='8'/>
+            <instruction instr-id='129' subinstr-id='10'/>
+            <instruction instr-id='129' subinstr-id='12'/>
+            <instruction instr-id='129' subinstr-id='14'/>
+            <instruction instr-id='129' subinstr-id='16'/>
+            <instruction instr-id='129' subinstr-id='18'/>
+            <instruction instr-id='379' subinstr-id='0'/>
+            <instruction instr-id='379' subinstr-id='2'/>
+            <instruction instr-id='379' subinstr-id='4'/>
+            <instruction instr-id='379' subinstr-id='6'/>
+            <instruction instr-id='379' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='74' y1='614' x2='231' y2='624'/>
+            <content>Student and institutional characteristics</content>
+            <instruction instr-id='139' subinstr-id='0'/>
+            <instruction instr-id='139' subinstr-id='2'/>
+            <instruction instr-id='139' subinstr-id='4'/>
+            <instruction instr-id='139' subinstr-id='6'/>
+            <instruction instr-id='139' subinstr-id='8'/>
+            <instruction instr-id='139' subinstr-id='10'/>
+            <instruction instr-id='139' subinstr-id='12'/>
+            <instruction instr-id='139' subinstr-id='14'/>
+            <instruction instr-id='139' subinstr-id='16'/>
+            <instruction instr-id='139' subinstr-id='18'/>
+            <instruction instr-id='139' subinstr-id='20'/>
+            <instruction instr-id='139' subinstr-id='22'/>
+            <instruction instr-id='139' subinstr-id='24'/>
+            <instruction instr-id='139' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='256' y1='614' x2='285' y2='624'/>
+            <content>Neither</content>
+            <instruction instr-id='139' subinstr-id='28'/>
+            <instruction instr-id='139' subinstr-id='30'/>
+            <instruction instr-id='139' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='291' y1='614' x2='326' y2='647'/>
+            <content>Under-
+graduate
+only</content>
+            <instruction instr-id='132' subinstr-id='0'/>
+            <instruction instr-id='132' subinstr-id='2'/>
+            <instruction instr-id='132' subinstr-id='4'/>
+            <instruction instr-id='132' subinstr-id='6'/>
+            <instruction instr-id='135' subinstr-id='0'/>
+            <instruction instr-id='135' subinstr-id='2'/>
+            <instruction instr-id='135' subinstr-id='4'/>
+            <instruction instr-id='135' subinstr-id='6'/>
+            <instruction instr-id='135' subinstr-id='8'/>
+            <instruction instr-id='135' subinstr-id='10'/>
+            <instruction instr-id='139' subinstr-id='34'/>
+            <instruction instr-id='139' subinstr-id='36'/>
+            <instruction instr-id='139' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='329' y1='614' x2='366' y2='635'/>
+            <content>Graduate
+only</content>
+            <instruction instr-id='135' subinstr-id='12'/>
+            <instruction instr-id='135' subinstr-id='14'/>
+            <instruction instr-id='135' subinstr-id='16'/>
+            <instruction instr-id='135' subinstr-id='18'/>
+            <instruction instr-id='135' subinstr-id='20'/>
+            <instruction instr-id='135' subinstr-id='22'/>
+            <instruction instr-id='135' subinstr-id='24'/>
+            <instruction instr-id='139' subinstr-id='40'/>
+            <instruction instr-id='139' subinstr-id='42'/>
+            <instruction instr-id='139' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4'>
+            <bounding-box x1='387' y1='614' x2='406' y2='624'/>
+            <content>Both</content>
+            <instruction instr-id='139' subinstr-id='46'/>
+            <instruction instr-id='139' subinstr-id='48'/>
+            <instruction instr-id='139' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5'>
+            <bounding-box x1='421' y1='614' x2='456' y2='647'/>
+            <content>Under-
+graduate
+only</content>
+            <instruction instr-id='132' subinstr-id='8'/>
+            <instruction instr-id='132' subinstr-id='10'/>
+            <instruction instr-id='132' subinstr-id='12'/>
+            <instruction instr-id='132' subinstr-id='14'/>
+            <instruction instr-id='135' subinstr-id='26'/>
+            <instruction instr-id='135' subinstr-id='28'/>
+            <instruction instr-id='135' subinstr-id='30'/>
+            <instruction instr-id='135' subinstr-id='32'/>
+            <instruction instr-id='135' subinstr-id='34'/>
+            <instruction instr-id='135' subinstr-id='36'/>
+            <instruction instr-id='139' subinstr-id='52'/>
+            <instruction instr-id='139' subinstr-id='54'/>
+            <instruction instr-id='139' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6'>
+            <bounding-box x1='459' y1='614' x2='496' y2='635'/>
+            <content>Graduate
+only</content>
+            <instruction instr-id='135' subinstr-id='38'/>
+            <instruction instr-id='135' subinstr-id='40'/>
+            <instruction instr-id='135' subinstr-id='42'/>
+            <instruction instr-id='135' subinstr-id='44'/>
+            <instruction instr-id='135' subinstr-id='46'/>
+            <instruction instr-id='135' subinstr-id='48'/>
+            <instruction instr-id='135' subinstr-id='50'/>
+            <instruction instr-id='139' subinstr-id='58'/>
+            <instruction instr-id='139' subinstr-id='60'/>
+            <instruction instr-id='139' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='7'>
+            <bounding-box x1='517' y1='614' x2='536' y2='624'/>
+            <content>Both</content>
+            <instruction instr-id='139' subinstr-id='64'/>
+            <instruction instr-id='139' subinstr-id='66'/>
+            <instruction instr-id='139' subinstr-id='68'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='86' y1='592' x2='108' y2='602'/>
+            <content>Total</content>
+            <instruction instr-id='145' subinstr-id='0'/>
+            <instruction instr-id='145' subinstr-id='2'/>
+            <instruction instr-id='145' subinstr-id='4'/>
+            <instruction instr-id='145' subinstr-id='6'/>
+            <instruction instr-id='145' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='268' y1='592' x2='285' y2='602'/>
+            <content>31.4</content>
+            <instruction instr-id='145' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='308' y1='592' x2='326' y2='602'/>
+            <content>23.7</content>
+            <instruction instr-id='145' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='348' y1='592' x2='366' y2='602'/>
+            <content>17.7</content>
+            <instruction instr-id='145' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='388' y1='592' x2='406' y2='602'/>
+            <content>27.2</content>
+            <instruction instr-id='145' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5'>
+            <bounding-box x1='428' y1='592' x2='456' y2='602'/>
+            <content>$9,600</content>
+            <instruction instr-id='145' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6'>
+            <bounding-box x1='463' y1='592' x2='496' y2='602'/>
+            <content>$36,900</content>
+            <instruction instr-id='145' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7'>
+            <bounding-box x1='503' y1='592' x2='536' y2='602'/>
+            <content>$41,700</content>
+            <instruction instr-id='145' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0' col-end='7'>
+            <bounding-box x1='74' y1='571' x2='213' y2='581'/>
+            <content>Type of degree-granting institution</content>
+            <instruction instr-id='150' subinstr-id='0'/>
+            <instruction instr-id='150' subinstr-id='2'/>
+            <instruction instr-id='150' subinstr-id='4'/>
+            <instruction instr-id='150' subinstr-id='6'/>
+            <instruction instr-id='150' subinstr-id='8'/>
+            <instruction instr-id='150' subinstr-id='10'/>
+            <instruction instr-id='150' subinstr-id='12'/>
+            <instruction instr-id='150' subinstr-id='14'/>
+            <instruction instr-id='150' subinstr-id='16'/>
+            <instruction instr-id='150' subinstr-id='18'/>
+            <instruction instr-id='150' subinstr-id='20'/>
+            <instruction instr-id='150' subinstr-id='22'/>
+            <instruction instr-id='150' subinstr-id='24'/>
+            <instruction instr-id='150' subinstr-id='26'/>
+            <instruction instr-id='150' subinstr-id='28'/>
+            <instruction instr-id='150' subinstr-id='30'/>
+            <instruction instr-id='150' subinstr-id='32'/>
+            <instruction instr-id='150' subinstr-id='34'/>
+            <instruction instr-id='150' subinstr-id='36'/>
+            <instruction instr-id='150' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='79' y1='559' x2='132' y2='569'/>
+            <content>Public 4-year</content>
+            <instruction instr-id='156' subinstr-id='0'/>
+            <instruction instr-id='156' subinstr-id='2'/>
+            <instruction instr-id='156' subinstr-id='4'/>
+            <instruction instr-id='156' subinstr-id='6'/>
+            <instruction instr-id='156' subinstr-id='8'/>
+            <instruction instr-id='156' subinstr-id='10'/>
+            <instruction instr-id='156' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='268' y1='559' x2='285' y2='569'/>
+            <content>32.6</content>
+            <instruction instr-id='156' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='308' y1='559' x2='326' y2='569'/>
+            <content>23.0</content>
+            <instruction instr-id='156' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='348' y1='559' x2='366' y2='569'/>
+            <content>19.5</content>
+            <instruction instr-id='156' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='388' y1='559' x2='406' y2='569'/>
+            <content>24.9</content>
+            <instruction instr-id='156' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='433' y1='559' x2='456' y2='569'/>
+            <content>8,100</content>
+            <instruction instr-id='156' subinstr-id='22'/>
+            <instruction instr-id='156' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6'>
+            <bounding-box x1='468' y1='559' x2='496' y2='569'/>
+            <content>36,500</content>
+            <instruction instr-id='156' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7'>
+            <bounding-box x1='508' y1='559' x2='536' y2='569'/>
+            <content>36,900</content>
+            <instruction instr-id='156' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='84' y1='547' x2='178' y2='557'/>
+            <content>Non-doctorate-granting</content>
+            <instruction instr-id='161' subinstr-id='0'/>
+            <instruction instr-id='161' subinstr-id='2'/>
+            <instruction instr-id='161' subinstr-id='4'/>
+            <instruction instr-id='161' subinstr-id='6'/>
+            <instruction instr-id='161' subinstr-id='8'/>
+            <instruction instr-id='161' subinstr-id='10'/>
+            <instruction instr-id='161' subinstr-id='12'/>
+            <instruction instr-id='161' subinstr-id='14'/>
+            <instruction instr-id='161' subinstr-id='16'/>
+            <instruction instr-id='161' subinstr-id='18'/>
+            <instruction instr-id='161' subinstr-id='20'/>
+            <instruction instr-id='161' subinstr-id='22'/>
+            <instruction instr-id='161' subinstr-id='24'/>
+            <instruction instr-id='161' subinstr-id='26'/>
+            <instruction instr-id='161' subinstr-id='28'/>
+            <instruction instr-id='161' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='268' y1='547' x2='285' y2='557'/>
+            <content>34.4</content>
+            <instruction instr-id='164' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='308' y1='547' x2='326' y2='557'/>
+            <content>25.6</content>
+            <instruction instr-id='164' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='348' y1='547' x2='366' y2='557'/>
+            <content>15.9</content>
+            <instruction instr-id='164' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='388' y1='547' x2='406' y2='557'/>
+            <content>24.1</content>
+            <instruction instr-id='164' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5'>
+            <bounding-box x1='433' y1='547' x2='456' y2='557'/>
+            <content>7,800</content>
+            <instruction instr-id='164' subinstr-id='8'/>
+            <instruction instr-id='164' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6'>
+            <bounding-box x1='468' y1='547' x2='496' y2='557'/>
+            <content>29,100</content>
+            <instruction instr-id='164' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7'>
+            <bounding-box x1='508' y1='547' x2='536' y2='557'/>
+            <content>31,900</content>
+            <instruction instr-id='164' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='84' y1='534' x2='160' y2='544'/>
+            <content>Doctorate-granting</content>
+            <instruction instr-id='168' subinstr-id='0'/>
+            <instruction instr-id='168' subinstr-id='2'/>
+            <instruction instr-id='168' subinstr-id='4'/>
+            <instruction instr-id='168' subinstr-id='6'/>
+            <instruction instr-id='168' subinstr-id='8'/>
+            <instruction instr-id='168' subinstr-id='10'/>
+            <instruction instr-id='168' subinstr-id='12'/>
+            <instruction instr-id='168' subinstr-id='14'/>
+            <instruction instr-id='168' subinstr-id='16'/>
+            <instruction instr-id='168' subinstr-id='18'/>
+            <instruction instr-id='168' subinstr-id='20'/>
+            <instruction instr-id='168' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='268' y1='534' x2='286' y2='544'/>
+            <content>31.7</content>
+            <instruction instr-id='168' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='308' y1='534' x2='326' y2='544'/>
+            <content>21.7</content>
+            <instruction instr-id='168' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='348' y1='534' x2='366' y2='544'/>
+            <content>21.3</content>
+            <instruction instr-id='168' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='388' y1='534' x2='406' y2='544'/>
+            <content>25.2</content>
+            <instruction instr-id='168' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='433' y1='534' x2='456' y2='544'/>
+            <content>8,200</content>
+            <instruction instr-id='168' subinstr-id='32'/>
+            <instruction instr-id='168' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6'>
+            <bounding-box x1='468' y1='534' x2='496' y2='544'/>
+            <content>39,300</content>
+            <instruction instr-id='168' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7'>
+            <bounding-box x1='508' y1='534' x2='536' y2='544'/>
+            <content>39,300</content>
+            <instruction instr-id='168' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='79' y1='522' x2='191' y2='532'/>
+            <content>Private not-for-profit 4-year</content>
+            <instruction instr-id='173' subinstr-id='0'/>
+            <instruction instr-id='173' subinstr-id='2'/>
+            <instruction instr-id='173' subinstr-id='4'/>
+            <instruction instr-id='173' subinstr-id='6'/>
+            <instruction instr-id='173' subinstr-id='8'/>
+            <instruction instr-id='173' subinstr-id='10'/>
+            <instruction instr-id='173' subinstr-id='12'/>
+            <instruction instr-id='173' subinstr-id='14'/>
+            <instruction instr-id='173' subinstr-id='16'/>
+            <instruction instr-id='173' subinstr-id='18'/>
+            <instruction instr-id='173' subinstr-id='20'/>
+            <instruction instr-id='173' subinstr-id='22'/>
+            <instruction instr-id='173' subinstr-id='24'/>
+            <instruction instr-id='173' subinstr-id='26'/>
+            <instruction instr-id='173' subinstr-id='28'/>
+            <instruction instr-id='173' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='268' y1='522' x2='285' y2='532'/>
+            <content>29.7</content>
+            <instruction instr-id='173' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2'>
+            <bounding-box x1='308' y1='522' x2='326' y2='532'/>
+            <content>24.2</content>
+            <instruction instr-id='173' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='348' y1='522' x2='366' y2='532'/>
+            <content>15.3</content>
+            <instruction instr-id='173' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4'>
+            <bounding-box x1='388' y1='522' x2='406' y2='532'/>
+            <content>30.8</content>
+            <instruction instr-id='173' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5'>
+            <bounding-box x1='428' y1='522' x2='456' y2='532'/>
+            <content>12,500</content>
+            <instruction instr-id='173' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6'>
+            <bounding-box x1='468' y1='522' x2='496' y2='532'/>
+            <content>37,500</content>
+            <instruction instr-id='173' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7'>
+            <bounding-box x1='508' y1='522' x2='536' y2='532'/>
+            <content>48,900</content>
+            <instruction instr-id='173' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='84' y1='510' x2='178' y2='520'/>
+            <content>Non-doctorate-granting</content>
+            <instruction instr-id='178' subinstr-id='0'/>
+            <instruction instr-id='178' subinstr-id='2'/>
+            <instruction instr-id='178' subinstr-id='4'/>
+            <instruction instr-id='178' subinstr-id='6'/>
+            <instruction instr-id='178' subinstr-id='8'/>
+            <instruction instr-id='178' subinstr-id='10'/>
+            <instruction instr-id='178' subinstr-id='12'/>
+            <instruction instr-id='178' subinstr-id='14'/>
+            <instruction instr-id='178' subinstr-id='16'/>
+            <instruction instr-id='178' subinstr-id='18'/>
+            <instruction instr-id='178' subinstr-id='20'/>
+            <instruction instr-id='178' subinstr-id='22'/>
+            <instruction instr-id='178' subinstr-id='24'/>
+            <instruction instr-id='178' subinstr-id='26'/>
+            <instruction instr-id='178' subinstr-id='28'/>
+            <instruction instr-id='178' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='268' y1='510' x2='285' y2='520'/>
+            <content>27.5</content>
+            <instruction instr-id='181' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2'>
+            <bounding-box x1='308' y1='510' x2='326' y2='520'/>
+            <content>26.1</content>
+            <instruction instr-id='181' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3'>
+            <bounding-box x1='348' y1='510' x2='366' y2='520'/>
+            <content>14.5</content>
+            <instruction instr-id='181' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4'>
+            <bounding-box x1='388' y1='510' x2='406' y2='520'/>
+            <content>32.0</content>
+            <instruction instr-id='181' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5'>
+            <bounding-box x1='428' y1='510' x2='456' y2='520'/>
+            <content>12,000</content>
+            <instruction instr-id='181' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6'>
+            <bounding-box x1='468' y1='510' x2='496' y2='520'/>
+            <content>31,500</content>
+            <instruction instr-id='181' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7'>
+            <bounding-box x1='508' y1='510' x2='536' y2='520'/>
+            <content>43,200</content>
+            <instruction instr-id='181' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='84' y1='498' x2='160' y2='508'/>
+            <content>Doctorate-granting</content>
+            <instruction instr-id='185' subinstr-id='0'/>
+            <instruction instr-id='185' subinstr-id='2'/>
+            <instruction instr-id='185' subinstr-id='4'/>
+            <instruction instr-id='185' subinstr-id='6'/>
+            <instruction instr-id='185' subinstr-id='8'/>
+            <instruction instr-id='185' subinstr-id='10'/>
+            <instruction instr-id='185' subinstr-id='12'/>
+            <instruction instr-id='185' subinstr-id='14'/>
+            <instruction instr-id='185' subinstr-id='16'/>
+            <instruction instr-id='185' subinstr-id='18'/>
+            <instruction instr-id='185' subinstr-id='20'/>
+            <instruction instr-id='185' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='268' y1='498' x2='286' y2='508'/>
+            <content>32.1</content>
+            <instruction instr-id='185' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2'>
+            <bounding-box x1='308' y1='498' x2='326' y2='508'/>
+            <content>22.3</content>
+            <instruction instr-id='185' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3'>
+            <bounding-box x1='348' y1='498' x2='366' y2='508'/>
+            <content>16.1</content>
+            <instruction instr-id='185' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4'>
+            <bounding-box x1='388' y1='498' x2='406' y2='508'/>
+            <content>29.5</content>
+            <instruction instr-id='185' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5'>
+            <bounding-box x1='428' y1='498' x2='456' y2='508'/>
+            <content>13,000</content>
+            <instruction instr-id='185' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6'>
+            <bounding-box x1='468' y1='498' x2='496' y2='508'/>
+            <content>43,200</content>
+            <instruction instr-id='185' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7'>
+            <bounding-box x1='508' y1='498' x2='536' y2='508'/>
+            <content>55,500</content>
+            <instruction instr-id='185' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='76' y1='486' x2='99' y2='496'/>
+            <content>Other</content>
+            <instruction instr-id='190' subinstr-id='0'/>
+            <instruction instr-id='190' subinstr-id='2'/>
+            <instruction instr-id='190' subinstr-id='4'/>
+            <instruction instr-id='190' subinstr-id='6'/>
+            <instruction instr-id='190' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='268' y1='486' x2='285' y2='496'/>
+            <content>26.9</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2'>
+            <bounding-box x1='308' y1='486' x2='326' y2='496'/>
+            <content>31.8</content>
+            <instruction instr-id='192' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3'>
+            <bounding-box x1='353' y1='486' x2='366' y2='496'/>
+            <content>7.1</content>
+            <instruction instr-id='192' subinstr-id='4'/>
+            <instruction instr-id='192' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='388' y1='486' x2='406' y2='496'/>
+            <content>34.2</content>
+            <instruction instr-id='192' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5'>
+            <bounding-box x1='451' y1='486' x2='456' y2='496'/>
+            <content>‡</content>
+            <instruction instr-id='192' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6'>
+            <bounding-box x1='491' y1='486' x2='496' y2='496'/>
+            <content>‡</content>
+            <instruction instr-id='192' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7'>
+            <bounding-box x1='508' y1='486' x2='536' y2='496'/>
+            <content>39,600</content>
+            <instruction instr-id='192' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='74' y1='464' x2='159' y2='474'/>
+            <content>Undergraduate major</content>
+            <instruction instr-id='196' subinstr-id='0'/>
+            <instruction instr-id='196' subinstr-id='2'/>
+            <instruction instr-id='196' subinstr-id='4'/>
+            <instruction instr-id='196' subinstr-id='6'/>
+            <instruction instr-id='196' subinstr-id='8'/>
+            <instruction instr-id='196' subinstr-id='10'/>
+            <instruction instr-id='196' subinstr-id='12'/>
+            <instruction instr-id='196' subinstr-id='14'/>
+            <instruction instr-id='196' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='81' y1='452' x2='187' y2='462'/>
+            <content>Business and management</content>
+            <instruction instr-id='201' subinstr-id='0'/>
+            <instruction instr-id='201' subinstr-id='2'/>
+            <instruction instr-id='201' subinstr-id='4'/>
+            <instruction instr-id='201' subinstr-id='6'/>
+            <instruction instr-id='201' subinstr-id='8'/>
+            <instruction instr-id='201' subinstr-id='10'/>
+            <instruction instr-id='201' subinstr-id='12'/>
+            <instruction instr-id='201' subinstr-id='14'/>
+            <instruction instr-id='201' subinstr-id='16'/>
+            <instruction instr-id='201' subinstr-id='18'/>
+            <instruction instr-id='201' subinstr-id='20'/>
+            <instruction instr-id='201' subinstr-id='22'/>
+            <instruction instr-id='201' subinstr-id='24'/>
+            <instruction instr-id='201' subinstr-id='26'/>
+            <instruction instr-id='217' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='268' y1='452' x2='285' y2='462'/>
+            <content>39.6</content>
+            <instruction instr-id='227' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2'>
+            <bounding-box x1='308' y1='452' x2='326' y2='462'/>
+            <content>26.4</content>
+            <instruction instr-id='227' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3'>
+            <bounding-box x1='348' y1='452' x2='366' y2='462'/>
+            <content>13.0</content>
+            <instruction instr-id='227' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='388' y1='452' x2='406' y2='462'/>
+            <content>21.1</content>
+            <instruction instr-id='227' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='433' y1='452' x2='456' y2='462'/>
+            <content>8,900</content>
+            <instruction instr-id='227' subinstr-id='8'/>
+            <instruction instr-id='227' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6'>
+            <bounding-box x1='468' y1='452' x2='496' y2='462'/>
+            <content>33,000</content>
+            <instruction instr-id='227' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7'>
+            <bounding-box x1='508' y1='452' x2='536' y2='462'/>
+            <content>38,800</content>
+            <instruction instr-id='227' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='81' y1='440' x2='122' y2='450'/>
+            <content>Education</content>
+            <instruction instr-id='231' subinstr-id='0'/>
+            <instruction instr-id='231' subinstr-id='2'/>
+            <instruction instr-id='231' subinstr-id='4'/>
+            <instruction instr-id='231' subinstr-id='6'/>
+            <instruction instr-id='231' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='268' y1='440' x2='286' y2='450'/>
+            <content>34.6</content>
+            <instruction instr-id='231' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2'>
+            <bounding-box x1='308' y1='440' x2='326' y2='450'/>
+            <content>31.0</content>
+            <instruction instr-id='231' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3'>
+            <bounding-box x1='348' y1='440' x2='366' y2='450'/>
+            <content>12.8</content>
+            <instruction instr-id='231' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4'>
+            <bounding-box x1='389' y1='440' x2='406' y2='450'/>
+            <content>21.7</content>
+            <instruction instr-id='231' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5'>
+            <bounding-box x1='428' y1='440' x2='456' y2='450'/>
+            <content>10,100</content>
+            <instruction instr-id='231' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6'>
+            <bounding-box x1='468' y1='440' x2='496' y2='450'/>
+            <content>28,600</content>
+            <instruction instr-id='231' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7'>
+            <bounding-box x1='508' y1='440' x2='536' y2='450'/>
+            <content>30,800</content>
+            <instruction instr-id='231' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='81' y1='428' x2='230' y2='438'/>
+            <content>Engineering, mathematics, or science</content>
+            <instruction instr-id='237' subinstr-id='0'/>
+            <instruction instr-id='237' subinstr-id='2'/>
+            <instruction instr-id='237' subinstr-id='4'/>
+            <instruction instr-id='237' subinstr-id='6'/>
+            <instruction instr-id='237' subinstr-id='8'/>
+            <instruction instr-id='237' subinstr-id='10'/>
+            <instruction instr-id='237' subinstr-id='12'/>
+            <instruction instr-id='237' subinstr-id='14'/>
+            <instruction instr-id='237' subinstr-id='16'/>
+            <instruction instr-id='237' subinstr-id='18'/>
+            <instruction instr-id='237' subinstr-id='20'/>
+            <instruction instr-id='237' subinstr-id='22'/>
+            <instruction instr-id='237' subinstr-id='24'/>
+            <instruction instr-id='237' subinstr-id='26'/>
+            <instruction instr-id='237' subinstr-id='28'/>
+            <instruction instr-id='237' subinstr-id='30'/>
+            <instruction instr-id='237' subinstr-id='32'/>
+            <instruction instr-id='237' subinstr-id='34'/>
+            <instruction instr-id='237' subinstr-id='36'/>
+            <instruction instr-id='237' subinstr-id='38'/>
+            <instruction instr-id='237' subinstr-id='40'/>
+            <instruction instr-id='237' subinstr-id='42'/>
+            <instruction instr-id='237' subinstr-id='44'/>
+            <instruction instr-id='237' subinstr-id='46'/>
+            <instruction instr-id='237' subinstr-id='48'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='268' y1='428' x2='286' y2='438'/>
+            <content>29.4</content>
+            <instruction instr-id='237' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2'>
+            <bounding-box x1='308' y1='428' x2='326' y2='438'/>
+            <content>23.3</content>
+            <instruction instr-id='237' subinstr-id='52'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3'>
+            <bounding-box x1='348' y1='428' x2='366' y2='438'/>
+            <content>19.1</content>
+            <instruction instr-id='237' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4'>
+            <bounding-box x1='389' y1='428' x2='406' y2='438'/>
+            <content>28.2</content>
+            <instruction instr-id='237' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5'>
+            <bounding-box x1='428' y1='428' x2='456' y2='438'/>
+            <content>10,000</content>
+            <instruction instr-id='237' subinstr-id='58'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6'>
+            <bounding-box x1='468' y1='428' x2='496' y2='438'/>
+            <content>47,200</content>
+            <instruction instr-id='237' subinstr-id='60'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7'>
+            <bounding-box x1='508' y1='428' x2='536' y2='438'/>
+            <content>57,400</content>
+            <instruction instr-id='237' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='0'>
+            <bounding-box x1='81' y1='416' x2='199' y2='426'/>
+            <content>Humanities or social sciences</content>
+            <instruction instr-id='242' subinstr-id='0'/>
+            <instruction instr-id='242' subinstr-id='2'/>
+            <instruction instr-id='242' subinstr-id='4'/>
+            <instruction instr-id='242' subinstr-id='6'/>
+            <instruction instr-id='242' subinstr-id='8'/>
+            <instruction instr-id='242' subinstr-id='10'/>
+            <instruction instr-id='242' subinstr-id='12'/>
+            <instruction instr-id='242' subinstr-id='14'/>
+            <instruction instr-id='242' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1'>
+            <bounding-box x1='268' y1='416' x2='286' y2='426'/>
+            <content>28.6</content>
+            <instruction instr-id='242' subinstr-id='18'/>
+            <instruction instr-id='242' subinstr-id='20'/>
+            <instruction instr-id='242' subinstr-id='22'/>
+            <instruction instr-id='242' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2'>
+            <bounding-box x1='308' y1='416' x2='326' y2='426'/>
+            <content>18.4</content>
+            <instruction instr-id='242' subinstr-id='26'/>
+            <instruction instr-id='242' subinstr-id='28'/>
+            <instruction instr-id='242' subinstr-id='30'/>
+            <instruction instr-id='242' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3'>
+            <bounding-box x1='348' y1='416' x2='366' y2='426'/>
+            <content>21.8</content>
+            <instruction instr-id='242' subinstr-id='34'/>
+            <instruction instr-id='242' subinstr-id='36'/>
+            <instruction instr-id='242' subinstr-id='38'/>
+            <instruction instr-id='242' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4'>
+            <bounding-box x1='389' y1='416' x2='406' y2='426'/>
+            <content>31.1</content>
+            <instruction instr-id='242' subinstr-id='42'/>
+            <instruction instr-id='242' subinstr-id='44'/>
+            <instruction instr-id='242' subinstr-id='46'/>
+            <instruction instr-id='242' subinstr-id='48'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5'>
+            <bounding-box x1='433' y1='416' x2='456' y2='426'/>
+            <content>9,600</content>
+            <instruction instr-id='242' subinstr-id='50'/>
+            <instruction instr-id='242' subinstr-id='52'/>
+            <instruction instr-id='242' subinstr-id='54'/>
+            <instruction instr-id='242' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6'>
+            <bounding-box x1='468' y1='416' x2='496' y2='426'/>
+            <content>38,200</content>
+            <instruction instr-id='242' subinstr-id='58'/>
+            <instruction instr-id='242' subinstr-id='60'/>
+            <instruction instr-id='242' subinstr-id='62'/>
+            <instruction instr-id='242' subinstr-id='64'/>
+            <instruction instr-id='242' subinstr-id='66'/>
+            <instruction instr-id='242' subinstr-id='68'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7'>
+            <bounding-box x1='509' y1='416' x2='536' y2='426'/>
+            <content>40,000</content>
+            <instruction instr-id='242' subinstr-id='70'/>
+            <instruction instr-id='242' subinstr-id='72'/>
+            <instruction instr-id='242' subinstr-id='74'/>
+            <instruction instr-id='242' subinstr-id='76'/>
+            <instruction instr-id='242' subinstr-id='78'/>
+            <instruction instr-id='242' subinstr-id='80'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='0'>
+            <bounding-box x1='81' y1='404' x2='104' y2='414'/>
+            <content>Other</content>
+            <instruction instr-id='247' subinstr-id='0'/>
+            <instruction instr-id='247' subinstr-id='2'/>
+            <instruction instr-id='247' subinstr-id='4'/>
+            <instruction instr-id='247' subinstr-id='6'/>
+            <instruction instr-id='247' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1'>
+            <bounding-box x1='268' y1='404' x2='285' y2='414'/>
+            <content>29.3</content>
+            <instruction instr-id='249' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2'>
+            <bounding-box x1='308' y1='404' x2='326' y2='414'/>
+            <content>23.4</content>
+            <instruction instr-id='249' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3'>
+            <bounding-box x1='348' y1='404' x2='366' y2='414'/>
+            <content>17.8</content>
+            <instruction instr-id='249' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4'>
+            <bounding-box x1='388' y1='404' x2='406' y2='414'/>
+            <content>29.5</content>
+            <instruction instr-id='249' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5'>
+            <bounding-box x1='433' y1='404' x2='456' y2='414'/>
+            <content>9,500</content>
+            <instruction instr-id='249' subinstr-id='8'/>
+            <instruction instr-id='249' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='6'>
+            <bounding-box x1='468' y1='404' x2='496' y2='414'/>
+            <content>31,000</content>
+            <instruction instr-id='249' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='7'>
+            <bounding-box x1='508' y1='404' x2='536' y2='414'/>
+            <content>37,400</content>
+            <instruction instr-id='249' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='0'>
+            <bounding-box x1='74' y1='382' x2='213' y2='392'/>
+            <content>Amount borrowed (undergraduate)</content>
+            <instruction instr-id='253' subinstr-id='0'/>
+            <instruction instr-id='253' subinstr-id='2'/>
+            <instruction instr-id='253' subinstr-id='4'/>
+            <instruction instr-id='253' subinstr-id='6'/>
+            <instruction instr-id='253' subinstr-id='8'/>
+            <instruction instr-id='253' subinstr-id='10'/>
+            <instruction instr-id='253' subinstr-id='12'/>
+            <instruction instr-id='253' subinstr-id='14'/>
+            <instruction instr-id='253' subinstr-id='16'/>
+            <instruction instr-id='253' subinstr-id='18'/>
+            <instruction instr-id='253' subinstr-id='20'/>
+            <instruction instr-id='253' subinstr-id='22'/>
+            <instruction instr-id='253' subinstr-id='24'/>
+            <instruction instr-id='253' subinstr-id='26'/>
+            <instruction instr-id='253' subinstr-id='28'/>
+            <instruction instr-id='253' subinstr-id='30'/>
+            <instruction instr-id='253' subinstr-id='32'/>
+            <instruction instr-id='253' subinstr-id='34'/>
+            <instruction instr-id='253' subinstr-id='36'/>
+            <instruction instr-id='253' subinstr-id='38'/>
+            <instruction instr-id='253' subinstr-id='40'/>
+            <instruction instr-id='253' subinstr-id='42'/>
+            <instruction instr-id='253' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='0'>
+            <bounding-box x1='79' y1='370' x2='141' y2='380'/>
+            <content>Did not borrow</content>
+            <instruction instr-id='258' subinstr-id='0'/>
+            <instruction instr-id='258' subinstr-id='2'/>
+            <instruction instr-id='258' subinstr-id='4'/>
+            <instruction instr-id='258' subinstr-id='6'/>
+            <instruction instr-id='258' subinstr-id='8'/>
+            <instruction instr-id='258' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1'>
+            <bounding-box x1='268' y1='370' x2='285' y2='380'/>
+            <content>64.0</content>
+            <instruction instr-id='258' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2'>
+            <bounding-box x1='321' y1='370' x2='326' y2='380'/>
+            <content> †</content>
+            <instruction instr-id='258' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='3'>
+            <bounding-box x1='348' y1='370' x2='366' y2='380'/>
+            <content>36.0</content>
+            <instruction instr-id='258' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='4'>
+            <bounding-box x1='401' y1='370' x2='406' y2='380'/>
+            <content> †</content>
+            <instruction instr-id='258' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='5'>
+            <bounding-box x1='451' y1='370' x2='456' y2='380'/>
+            <content> †</content>
+            <instruction instr-id='258' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='6'>
+            <bounding-box x1='468' y1='370' x2='496' y2='380'/>
+            <content>36,900</content>
+            <instruction instr-id='258' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='7'>
+            <bounding-box x1='531' y1='370' x2='536' y2='380'/>
+            <content> †</content>
+            <instruction instr-id='258' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='0'>
+            <bounding-box x1='79' y1='358' x2='147' y2='368'/>
+            <content>Less than $5,000</content>
+            <instruction instr-id='263' subinstr-id='0'/>
+            <instruction instr-id='263' subinstr-id='2'/>
+            <instruction instr-id='263' subinstr-id='4'/>
+            <instruction instr-id='263' subinstr-id='6'/>
+            <instruction instr-id='263' subinstr-id='8'/>
+            <instruction instr-id='263' subinstr-id='10'/>
+            <instruction instr-id='263' subinstr-id='12'/>
+            <instruction instr-id='263' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1'>
+            <bounding-box x1='280' y1='358' x2='285' y2='368'/>
+            <content> †</content>
+            <instruction instr-id='263' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2'>
+            <bounding-box x1='308' y1='358' x2='326' y2='368'/>
+            <content>54.4</content>
+            <instruction instr-id='263' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='3'>
+            <bounding-box x1='361' y1='358' x2='366' y2='368'/>
+            <content> †</content>
+            <instruction instr-id='263' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='4'>
+            <bounding-box x1='388' y1='358' x2='406' y2='368'/>
+            <content>45.7</content>
+            <instruction instr-id='263' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='5'>
+            <bounding-box x1='433' y1='358' x2='456' y2='368'/>
+            <content>2,700</content>
+            <instruction instr-id='263' subinstr-id='24'/>
+            <instruction instr-id='263' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='6'>
+            <bounding-box x1='491' y1='358' x2='496' y2='368'/>
+            <content> †</content>
+            <instruction instr-id='263' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='7'>
+            <bounding-box x1='508' y1='358' x2='536' y2='368'/>
+            <content>32,700</content>
+            <instruction instr-id='263' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='0'>
+            <bounding-box x1='79' y1='346' x2='134' y2='356'/>
+            <content>$5,000–9,999</content>
+            <instruction instr-id='268' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1'>
+            <bounding-box x1='280' y1='346' x2='285' y2='356'/>
+            <content> †</content>
+            <instruction instr-id='268' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2'>
+            <bounding-box x1='308' y1='346' x2='326' y2='356'/>
+            <content>43.7</content>
+            <instruction instr-id='268' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='3'>
+            <bounding-box x1='361' y1='346' x2='366' y2='356'/>
+            <content> †</content>
+            <instruction instr-id='268' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='4'>
+            <bounding-box x1='388' y1='346' x2='406' y2='356'/>
+            <content>56.3</content>
+            <instruction instr-id='268' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='5'>
+            <bounding-box x1='433' y1='346' x2='456' y2='356'/>
+            <content>6,900</content>
+            <instruction instr-id='268' subinstr-id='10'/>
+            <instruction instr-id='268' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='6'>
+            <bounding-box x1='491' y1='346' x2='496' y2='356'/>
+            <content> †</content>
+            <instruction instr-id='268' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='7'>
+            <bounding-box x1='508' y1='346' x2='536' y2='356'/>
+            <content>36,200</content>
+            <instruction instr-id='268' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='0'>
+            <bounding-box x1='79' y1='334' x2='144' y2='344'/>
+            <content>$10,000–14,999</content>
+            <instruction instr-id='272' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1'>
+            <bounding-box x1='280' y1='334' x2='285' y2='344'/>
+            <content> †</content>
+            <instruction instr-id='272' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2'>
+            <bounding-box x1='308' y1='334' x2='326' y2='344'/>
+            <content>45.3</content>
+            <instruction instr-id='272' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='3'>
+            <bounding-box x1='361' y1='334' x2='366' y2='344'/>
+            <content> †</content>
+            <instruction instr-id='272' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='4'>
+            <bounding-box x1='388' y1='334' x2='406' y2='344'/>
+            <content>54.7</content>
+            <instruction instr-id='272' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='5'>
+            <bounding-box x1='428' y1='334' x2='456' y2='344'/>
+            <content>11,300</content>
+            <instruction instr-id='272' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='6'>
+            <bounding-box x1='491' y1='334' x2='496' y2='344'/>
+            <content> †</content>
+            <instruction instr-id='272' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='7'>
+            <bounding-box x1='508' y1='334' x2='536' y2='344'/>
+            <content>40,200</content>
+            <instruction instr-id='272' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='0'>
+            <bounding-box x1='79' y1='322' x2='145' y2='332'/>
+            <content>$15,000 or more</content>
+            <instruction instr-id='276' subinstr-id='0'/>
+            <instruction instr-id='276' subinstr-id='2'/>
+            <instruction instr-id='276' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1'>
+            <bounding-box x1='280' y1='322' x2='285' y2='332'/>
+            <content> †</content>
+            <instruction instr-id='276' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2'>
+            <bounding-box x1='308' y1='322' x2='326' y2='332'/>
+            <content>41.6</content>
+            <instruction instr-id='276' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='3'>
+            <bounding-box x1='361' y1='322' x2='366' y2='332'/>
+            <content> †</content>
+            <instruction instr-id='276' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='4'>
+            <bounding-box x1='388' y1='322' x2='406' y2='332'/>
+            <content>58.4</content>
+            <instruction instr-id='276' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='5'>
+            <bounding-box x1='428' y1='322' x2='456' y2='332'/>
+            <content>22,400</content>
+            <instruction instr-id='276' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='6'>
+            <bounding-box x1='491' y1='322' x2='496' y2='332'/>
+            <content> †</content>
+            <instruction instr-id='276' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='7'>
+            <bounding-box x1='508' y1='322' x2='536' y2='332'/>
+            <content>57,700</content>
+            <instruction instr-id='276' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='0'>
+            <bounding-box x1='74' y1='300' x2='279' y2='310'/>
+            <content>Highest enrollment after bachelor’s degree by 2003</content>
+            <instruction instr-id='282' subinstr-id='0'/>
+            <instruction instr-id='282' subinstr-id='2'/>
+            <instruction instr-id='282' subinstr-id='4'/>
+            <instruction instr-id='282' subinstr-id='6'/>
+            <instruction instr-id='282' subinstr-id='8'/>
+            <instruction instr-id='282' subinstr-id='10'/>
+            <instruction instr-id='282' subinstr-id='12'/>
+            <instruction instr-id='282' subinstr-id='14'/>
+            <instruction instr-id='282' subinstr-id='16'/>
+            <instruction instr-id='282' subinstr-id='18'/>
+            <instruction instr-id='282' subinstr-id='20'/>
+            <instruction instr-id='282' subinstr-id='22'/>
+            <instruction instr-id='282' subinstr-id='24'/>
+            <instruction instr-id='282' subinstr-id='26'/>
+            <instruction instr-id='282' subinstr-id='28'/>
+            <instruction instr-id='282' subinstr-id='30'/>
+            <instruction instr-id='282' subinstr-id='32'/>
+            <instruction instr-id='282' subinstr-id='34'/>
+            <instruction instr-id='282' subinstr-id='36'/>
+            <instruction instr-id='282' subinstr-id='38'/>
+            <instruction instr-id='282' subinstr-id='40'/>
+            <instruction instr-id='282' subinstr-id='42'/>
+            <instruction instr-id='282' subinstr-id='44'/>
+            <instruction instr-id='282' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='0'>
+            <bounding-box x1='79' y1='288' x2='143' y2='298'/>
+            <content>Master’s degree</content>
+            <instruction instr-id='288' subinstr-id='0'/>
+            <instruction instr-id='288' subinstr-id='2'/>
+            <instruction instr-id='288' subinstr-id='4'/>
+            <instruction instr-id='288' subinstr-id='6'/>
+            <instruction instr-id='288' subinstr-id='8'/>
+            <instruction instr-id='288' subinstr-id='10'/>
+            <instruction instr-id='288' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1'>
+            <bounding-box x1='268' y1='288' x2='286' y2='298'/>
+            <content>34.3</content>
+            <instruction instr-id='288' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2'>
+            <bounding-box x1='308' y1='288' x2='326' y2='298'/>
+            <content>27.8</content>
+            <instruction instr-id='288' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='3'>
+            <bounding-box x1='348' y1='288' x2='366' y2='298'/>
+            <content>13.6</content>
+            <instruction instr-id='288' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='4'>
+            <bounding-box x1='389' y1='288' x2='406' y2='298'/>
+            <content>24.3</content>
+            <instruction instr-id='288' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='5'>
+            <bounding-box x1='433' y1='288' x2='456' y2='298'/>
+            <content>9,500</content>
+            <instruction instr-id='288' subinstr-id='22'/>
+            <instruction instr-id='288' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='6'>
+            <bounding-box x1='468' y1='288' x2='496' y2='298'/>
+            <content>22,600</content>
+            <instruction instr-id='288' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='7'>
+            <bounding-box x1='508' y1='288' x2='536' y2='298'/>
+            <content>29,000</content>
+            <instruction instr-id='288' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='0'>
+            <bounding-box x1='79' y1='276' x2='143' y2='286'/>
+            <content>Doctoral degree</content>
+            <instruction instr-id='291' subinstr-id='0'/>
+            <instruction instr-id='291' subinstr-id='2'/>
+            <instruction instr-id='291' subinstr-id='4'/>
+            <instruction instr-id='291' subinstr-id='6'/>
+            <instruction instr-id='291' subinstr-id='8'/>
+            <instruction instr-id='291' subinstr-id='10'/>
+            <instruction instr-id='291' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1'>
+            <bounding-box x1='268' y1='276' x2='286' y2='286'/>
+            <content>23.6</content>
+            <instruction instr-id='291' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2'>
+            <bounding-box x1='308' y1='276' x2='326' y2='286'/>
+            <content>13.2</content>
+            <instruction instr-id='291' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='3'>
+            <bounding-box x1='348' y1='276' x2='366' y2='286'/>
+            <content>28.3</content>
+            <instruction instr-id='291' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='4'>
+            <bounding-box x1='389' y1='276' x2='406' y2='286'/>
+            <content>34.9</content>
+            <instruction instr-id='291' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='5'>
+            <bounding-box x1='428' y1='276' x2='456' y2='286'/>
+            <content>10,400</content>
+            <instruction instr-id='291' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='6'>
+            <bounding-box x1='468' y1='276' x2='496' y2='286'/>
+            <content>44,300</content>
+            <instruction instr-id='291' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='7'>
+            <bounding-box x1='508' y1='276' x2='536' y2='286'/>
+            <content>54,900</content>
+            <instruction instr-id='291' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='0'>
+            <bounding-box x1='79' y1='264' x2='178' y2='274'/>
+            <content>First-professional degree</content>
+            <instruction instr-id='295' subinstr-id='0'/>
+            <instruction instr-id='295' subinstr-id='2'/>
+            <instruction instr-id='295' subinstr-id='4'/>
+            <instruction instr-id='295' subinstr-id='6'/>
+            <instruction instr-id='295' subinstr-id='8'/>
+            <instruction instr-id='295' subinstr-id='10'/>
+            <instruction instr-id='295' subinstr-id='12'/>
+            <instruction instr-id='295' subinstr-id='14'/>
+            <instruction instr-id='295' subinstr-id='16'/>
+            <instruction instr-id='295' subinstr-id='18'/>
+            <instruction instr-id='295' subinstr-id='20'/>
+            <instruction instr-id='295' subinstr-id='22'/>
+            <instruction instr-id='295' subinstr-id='24'/>
+            <instruction instr-id='295' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1'>
+            <bounding-box x1='268' y1='264' x2='285' y2='274'/>
+            <content>20.4</content>
+            <instruction instr-id='295' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2'>
+            <bounding-box x1='313' y1='264' x2='326' y2='274'/>
+            <content>7.6</content>
+            <instruction instr-id='295' subinstr-id='30'/>
+            <instruction instr-id='295' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='3'>
+            <bounding-box x1='348' y1='264' x2='366' y2='274'/>
+            <content>33.6</content>
+            <instruction instr-id='295' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='4'>
+            <bounding-box x1='388' y1='264' x2='406' y2='274'/>
+            <content>38.5</content>
+            <instruction instr-id='295' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='5'>
+            <bounding-box x1='451' y1='264' x2='456' y2='274'/>
+            <content>‡</content>
+            <instruction instr-id='295' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='6'>
+            <bounding-box x1='468' y1='264' x2='496' y2='274'/>
+            <content>68,000</content>
+            <instruction instr-id='295' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='7'>
+            <bounding-box x1='508' y1='264' x2='536' y2='274'/>
+            <content>82,000</content>
+            <instruction instr-id='295' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='0'>
+            <bounding-box x1='74' y1='242' x2='198' y2='252'/>
+            <content>Highest degree earned by 2003</content>
+            <instruction instr-id='301' subinstr-id='0'/>
+            <instruction instr-id='301' subinstr-id='2'/>
+            <instruction instr-id='301' subinstr-id='4'/>
+            <instruction instr-id='301' subinstr-id='6'/>
+            <instruction instr-id='301' subinstr-id='8'/>
+            <instruction instr-id='301' subinstr-id='10'/>
+            <instruction instr-id='301' subinstr-id='12'/>
+            <instruction instr-id='301' subinstr-id='14'/>
+            <instruction instr-id='301' subinstr-id='16'/>
+            <instruction instr-id='301' subinstr-id='18'/>
+            <instruction instr-id='301' subinstr-id='20'/>
+            <instruction instr-id='301' subinstr-id='22'/>
+            <instruction instr-id='301' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='0'>
+            <bounding-box x1='79' y1='230' x2='151' y2='240'/>
+            <content>Bachelor’s degree</content>
+            <instruction instr-id='307' subinstr-id='0'/>
+            <instruction instr-id='307' subinstr-id='2'/>
+            <instruction instr-id='307' subinstr-id='4'/>
+            <instruction instr-id='307' subinstr-id='6'/>
+            <instruction instr-id='307' subinstr-id='8'/>
+            <instruction instr-id='307' subinstr-id='10'/>
+            <instruction instr-id='307' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1'>
+            <bounding-box x1='268' y1='230' x2='285' y2='240'/>
+            <content>35.5</content>
+            <instruction instr-id='307' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2'>
+            <bounding-box x1='308' y1='230' x2='326' y2='240'/>
+            <content>32.0</content>
+            <instruction instr-id='307' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='3'>
+            <bounding-box x1='348' y1='230' x2='366' y2='240'/>
+            <content>10.8</content>
+            <instruction instr-id='307' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='4'>
+            <bounding-box x1='388' y1='230' x2='406' y2='240'/>
+            <content>21.7</content>
+            <instruction instr-id='307' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='5'>
+            <bounding-box x1='433' y1='230' x2='456' y2='240'/>
+            <content>9,500</content>
+            <instruction instr-id='307' subinstr-id='22'/>
+            <instruction instr-id='307' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='6'>
+            <bounding-box x1='468' y1='230' x2='496' y2='240'/>
+            <content>25,500</content>
+            <instruction instr-id='307' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='7'>
+            <bounding-box x1='508' y1='230' x2='536' y2='240'/>
+            <content>32,500</content>
+            <instruction instr-id='307' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='0'>
+            <bounding-box x1='79' y1='218' x2='143' y2='228'/>
+            <content>Master’s degree</content>
+            <instruction instr-id='311' subinstr-id='0'/>
+            <instruction instr-id='311' subinstr-id='2'/>
+            <instruction instr-id='311' subinstr-id='4'/>
+            <instruction instr-id='311' subinstr-id='6'/>
+            <instruction instr-id='311' subinstr-id='8'/>
+            <instruction instr-id='311' subinstr-id='10'/>
+            <instruction instr-id='311' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1'>
+            <bounding-box x1='268' y1='218' x2='286' y2='228'/>
+            <content>31.8</content>
+            <instruction instr-id='311' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2'>
+            <bounding-box x1='308' y1='218' x2='326' y2='228'/>
+            <content>22.8</content>
+            <instruction instr-id='311' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='3'>
+            <bounding-box x1='348' y1='218' x2='366' y2='228'/>
+            <content>17.5</content>
+            <instruction instr-id='311' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='4'>
+            <bounding-box x1='389' y1='218' x2='406' y2='228'/>
+            <content>27.9</content>
+            <instruction instr-id='311' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='5'>
+            <bounding-box x1='433' y1='218' x2='456' y2='228'/>
+            <content>9,500</content>
+            <instruction instr-id='311' subinstr-id='22'/>
+            <instruction instr-id='311' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='6'>
+            <bounding-box x1='468' y1='218' x2='496' y2='228'/>
+            <content>25,200</content>
+            <instruction instr-id='311' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='7'>
+            <bounding-box x1='508' y1='218' x2='536' y2='228'/>
+            <content>32,500</content>
+            <instruction instr-id='311' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='0'>
+            <bounding-box x1='79' y1='206' x2='143' y2='216'/>
+            <content>Doctoral degree</content>
+            <instruction instr-id='316' subinstr-id='0'/>
+            <instruction instr-id='316' subinstr-id='2'/>
+            <instruction instr-id='316' subinstr-id='4'/>
+            <instruction instr-id='316' subinstr-id='6'/>
+            <instruction instr-id='316' subinstr-id='8'/>
+            <instruction instr-id='316' subinstr-id='10'/>
+            <instruction instr-id='316' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1'>
+            <bounding-box x1='268' y1='206' x2='285' y2='216'/>
+            <content>23.7</content>
+            <instruction instr-id='316' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2'>
+            <bounding-box x1='308' y1='206' x2='326' y2='216'/>
+            <content>11.8</content>
+            <instruction instr-id='316' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='3'>
+            <bounding-box x1='348' y1='206' x2='366' y2='216'/>
+            <content>31.2</content>
+            <instruction instr-id='316' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='4'>
+            <bounding-box x1='388' y1='206' x2='406' y2='216'/>
+            <content>33.3</content>
+            <instruction instr-id='316' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='5'>
+            <bounding-box x1='451' y1='206' x2='456' y2='216'/>
+            <content>‡</content>
+            <instruction instr-id='316' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='6'>
+            <bounding-box x1='468' y1='206' x2='496' y2='216'/>
+            <content>46,600</content>
+            <instruction instr-id='316' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='7'>
+            <bounding-box x1='508' y1='206' x2='536' y2='216'/>
+            <content>52,900</content>
+            <instruction instr-id='316' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='0'>
+            <bounding-box x1='79' y1='195' x2='178' y2='205'/>
+            <content>First-professional degree</content>
+            <instruction instr-id='321' subinstr-id='0'/>
+            <instruction instr-id='321' subinstr-id='2'/>
+            <instruction instr-id='321' subinstr-id='4'/>
+            <instruction instr-id='321' subinstr-id='6'/>
+            <instruction instr-id='321' subinstr-id='8'/>
+            <instruction instr-id='321' subinstr-id='10'/>
+            <instruction instr-id='321' subinstr-id='12'/>
+            <instruction instr-id='321' subinstr-id='14'/>
+            <instruction instr-id='321' subinstr-id='16'/>
+            <instruction instr-id='321' subinstr-id='18'/>
+            <instruction instr-id='321' subinstr-id='20'/>
+            <instruction instr-id='321' subinstr-id='22'/>
+            <instruction instr-id='321' subinstr-id='24'/>
+            <instruction instr-id='321' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1'>
+            <bounding-box x1='268' y1='195' x2='285' y2='205'/>
+            <content>17.8</content>
+            <instruction instr-id='321' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2'>
+            <bounding-box x1='313' y1='195' x2='326' y2='205'/>
+            <content>3.5</content>
+            <instruction instr-id='321' subinstr-id='30'/>
+            <instruction instr-id='321' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='3'>
+            <bounding-box x1='348' y1='195' x2='366' y2='205'/>
+            <content>37.6</content>
+            <instruction instr-id='321' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='4'>
+            <bounding-box x1='388' y1='195' x2='406' y2='205'/>
+            <content>41.1</content>
+            <instruction instr-id='321' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='5'>
+            <bounding-box x1='451' y1='195' x2='456' y2='205'/>
+            <content>‡</content>
+            <instruction instr-id='321' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='6'>
+            <bounding-box x1='468' y1='195' x2='496' y2='205'/>
+            <content>73,900</content>
+            <instruction instr-id='321' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='7'>
+            <bounding-box x1='508' y1='195' x2='536' y2='205'/>
+            <content>88,900</content>
+            <instruction instr-id='321' subinstr-id='42'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..115c596aef888f0d111d1100b288026a3ebf0da7
GIT binary patch
literal 39305
zcma&NLy#!Ywr!cVZQHh;dD6CR+qP}nwr$(C&ARu;ud2rDyxxk{+>ISE#~h1PUPO$R
zk&Xq5bnH5=5Q>w4fxynt5{ie1UfRUg%-NiPk>NipMS3v{YiAQj0(voP17{Nv6C*og
z6FxpDCuc_!0~;v!>=A9PB(1gt-#op5uw}Y-R^bERhb&a?jm^i=*qUX&^)G=0GqLH}
zc;rN*l)q6v<G)+qoqj+8OA=}-ZdpadfS@IFmd{5QeEnatWkqPwznZ^V{90Y_s+M+c
zT}lVHmp1AdInf`p9|GOpPQ`yE*-L`mnoH)y&AL?Nx;wh4M4BQ^%53C_IeK6`9_^hM
z^gTU^ej7HWLpug79-2914VyN@_-CV2KZh%N7Em`iXOzuRQvi*1Y|<sKL6ZmdeqB2|
zK4g4-edzRRSL{nazxRFO4<pWQ>0}Q#&AWWIWjhxX;m2upwZGn|Dga8GbTRe{C8X-w
zm)S9hVHcOLyjLSwIsHs|8v6ZLf|!~G#~RIAmT};9y@j!Uw0~yOfx$)@5L5B_YwAoB
zUiC-9nn<E$D~kb!+E^wp;2%U5>B*OD+KuVV=O#329yG`>vqgKlKJ<U}{Ml&iwiZcE
zg1^lS2o0^OyW6%E*wQ4le%ZrE&g#N}JS<je#p`>KYc!XOW!mvH&oj<#;s5efoFD7u
z|K%CRiW%a=t%r^H^?k+_0(X~)wb0i13@h(cx7ocKZsNYay)B7ZyB*plr0I&A39QlR
zKygi0(tHKA@8HFjWy$hCfv}HulKSqRL#!y9=2Ffn;l8#lJ+$xKslH8nhGL~xdqCwB
zP7ZU5Eg%;)KR(ubazrlq{_z|BIa@v@OcxYR(5hHM7s_UeZr`bKdrAuE#vM9<3YMA3
zGD<i=@5<S!k~7-mu2vy)bfDF}sgy8MR)Zb}*@UmeEg7hE5-4#-@O2!{^i?c98A^sx
zp;y|nwO+fe>SC7+TiF8$QF2qxw;qCfX!i8x1%DYdpwOcmR5-fo-lFH{<=5#>%_gnR
z3WKU1`npiuAk>c-zSR3|!ZJ0`pa93b`lNNFl{9iKHs-E_)943Hgpinh?Om4@t>4HQ
zzPxkPz>#z}>Z`oAAdK{_%(6Z2+qCfA5r1V_dRr4PvLZtgB`NkxOfL@OH2TwPWNPU1
zjmnF@TDG)H{_|Xs2oH0{ZR(&1DFT<orcIkh+p71itK-RXVUxL@X8NQFBo!CwJ^IV!
ze$U@(;rqCsHN?_@Z7fwX@w(?!&H4Kdc-=LWaqQD_$LNSs-Gy}g=QpR?eaffkLW37t
znz-Wl6YAwu-{`J}(Gdt{MakxFh-^$&7NR?PEuDJpKCzE~VW5hz<O;Z9Q75RsW}X9u
z3vJ`s)gBOWa=y**JiKH`lrFI0<ElH+U^p<rwYC#B*`%Q)0SN2v@!m-O4W%J0+<@0b
zl6FdBp^h!+9Rzs<wYML)3xSslwtE&3&1#%w;t>x7^XN>Arxlb#tgy7{f3~uttP1R#
zoMgB8?e)M|`RHq7qX3SlcI3g3dEN8=?5A#JhX9WdNt|5k@FG~le0<7Z?eZB|A$Sw1
zq_r)t{f|=U90G3R()uK{M}G)#1iAGlSF`~3BfNK~xGsbxn=ByAii2R2IuD6w?N$~>
z$<l`L<N#vMw4PSe@IKBa(!&7j!7jakSuWSD@|bm5H?hd5Uy+!Y_cw$ceKsKXo0%<*
z7X;_vtHZL3+tI|xF{Nte)xA*ifZZ@T?B<Hxwh~3U|Ch!Vh(n2RDu)8L9fa1-0_I+(
z6hduO9fN#0x;!T^$;CR*LeaPY5(Ob-c-56^{df_8Ah~%5?bVcr1?HBT0-kH0!FOZ-
zCc_-eIAB$Q*wl#fwC$ma4}@z%7ztpe;)xr99!d+$q<oi|8oWFnW!>+xDZ;1(?2S5)
zO-ToDu*hc6UValdAdd-+4@%cqYY*C8y}0^7=a2`Txrh2%U@52@y|3Q%Gup!Xx9kHK
zJCU8gDg#&zR3FF{t(C*o1N59iEo|kJ1(%~=A3eMH-KaUhFc;!dpiTK6$3O5DLf$Gk
zG?^BqD(>4FW8%Ex12GL7!p>Up-X4G|+z2(vhrUl^TV#=9P8Xp8^e+iV1PM?}bXz%7
zpu0o=A9Ri)-uY}i-WDf3)A~>6eA{s@%|4bPoFgMe4xz~!At2nu96DEW{hyH+7cI?T
zlS6RVZ9991bZ1U7Xpoq1OMf>bH9rh5ox~y6GyWk+AJkHq$!mrhcd*uEQ1f?=>RR}m
zpEx)`melz@I<70;L1U2bKJJ__*mM~(8KW6c{>vF>#>ee*aEzF;|3cy?F!@&`o1<7S
z#e@<4=8%N0Sr>6N^v?LB`(~g({`8`V2a(fY)WkUnG$iy(NT@Jj{S%xk=m?ZN<!rJt
zi)5pt!V(EE)_ug*O9K>g*JGz#_Z|NgG~&hdy%UDN4XAZNKHJMi14I#%;l=pkkdTvZ
z!Pr_J)>D_Qy<b=0Hp@v??9yczwH47%`OVkrD_%X!jmP)4uhWa3;ah?9$D(}AL%wVT
zlkkpGP^X`7--Xws#NFny^a3SNXAZ?y(1g>V(n>5*piHsJrp{Tml@_+eqsP|TS@_p6
ze*6MdtSB1SY=wMqtP&N=%;|+;<wP2!fuw6~8e6hRk`uwTz=_zrpDrU7Vg7h3BzrE7
zC`=q5(01rE`YeD2>oP*Aad8lDK57vlexs@V`j7E`2#NAgz5(xdIEcj-RzFiEJ3zo^
zeYf)y5S1kviw@?WCBTMVo$e3zHy5KY!|qg`#87`)N}M%bWFbox={8|t423E%jy1v#
z@d!gOvHs1f7P$EO817ldwU5Mu!5)OslJn3VBaWXfzy?EhBq6=VG`g)GywS+~R&=IT
zlfo6mU$d20I&^Qa`M$dZK(`aBZX!VN`>931nLROJ0&Ev3NR)(hY6&k>5NkGZJPn&{
zdlo2;vP9?=<#}mO?)X0d9WHnMP5EJAj&PCQg-Zke1TI4P_f92(Xh|8n0kzWu4cjgm
zT6rt#$BN_=sREdXk~)!aep(0u!JbGcq5&fd^T8v1|BtYvS;r>5B-767ChRdh)$N>e
zC<Z|jV*PIX-7c$UIO<aD^)E$~(P~lK6SX{44jK!1>X1QdRqez$Vh<E-(+`4Ap_(%l
za#{mI;VG=t>u;KznBWc84*}dxZ{=6B$B#hvq)P2>({m1I)I<QX8Mt%<y;b<FQtS6n
zAiT!iM$3^ZGBrRG){G*8GJN^K$3$_SjaI#`S0s>lr@*KsB+Ww&0FA*-Cmmi;Ge|R(
ziWA}sDY|cy@QALOwPRuiie<Dwq-By9wDI&fg(N$;?thaCfb}<v?GJ^vy3$3q&pNlC
z_FKL&Qp$P2BZ{c8SY#?2C_p*NtW<a~MNG#6MvRs5jbvGm)|e`0*6na+Tt##&2Id31
zhx3an>OHK`Q>3E?MW`O-3N%rVP!xUEWkJ~bzOdPP%tY;&OQEBtA|=H@#6Tb*ELV3s
zsEYT2E8*I)s=1m2rdz%@o8ued`PTD<I-r5sfU=`(0V1kJ!<Hx#dx{5CiC8ngA+R%V
zp|w<^u(;rAMM{)U4R9CNGbNN6)ixB=;?>QPjXW&-E}1ft)K}81q>kk#4+06D>qsD_
z`B*EdjV_Hz>;HYHMeBd-LTasP#{#J)nK<Rg#4p#@kWGoq7O6r3F6QZ2d>x2jH53g;
zJN^%>+aan@3j522!&yke(tu0qVJ6RExJ~P*7m@T=4uo+I0rma+H*=b^xx80cI)_3>
ztC`A<--PQ<jVwXthd=aPpg>WD-7(Zn83-2k+8H)6s2#!rMnLPq3FGdZcB{n^_S$|W
zDCE>o5nfU$#Qw-UM)aCp$(9QxV>-^__UB-zo{|p8fWw{u8k@|(UYv_-kR4eZ6QZ)A
zJh$qOr{T^tNo31`yP*%NU<j%DN=iQ4tIxTQ?7U`^(#N(0>fpdqazp!w0^;Ic=^-Jr
zz#qKY3vYoPE_#~AFVUrE12sqZp>xXH>~POUKgq8S5S>)#O(d}SJoirIA3e>s%YsR@
zN0@Aq)?mkM+0n)e5{&+O*sadbv!G%Q!cjn5)|`YXab)9HJcMVZ;HaEKgqfk)ecKEG
z!0ei}8)gLe>SL?;&L4^el2%P)bb#~X;Zt!_gsayOq{T5Y?86Y|8Fw{+At`1a<}nHe
zu6}9f4}-|Q8re!f<>@|J**fS9CT==Q!vW|Xp{!<jHoq=C1bV0})GXwo_qE9!{mX%P
zI7eBsPX#9NRcAP7ojo$5u@W3E*<cz7FThNvT+8bZFBLB?zF!<v$pa?|pYpkE?}zR;
zv)&H1lc45GLP&$6c=0i(jHMq2EQVI<+{Y{`7iWpmTOodB%Kiwj)!31et36bn$PzX{
zA-0v9Iju_##!Ps%2~UnxVFFBwI9B|QN*%kkw<8WcIp;dgf`M0%ko^7NTXFQl52Y+W
zXNlhhYP#H-r30UUB*i|i*Do9E9cnp0Ab|OUJiVp4IWc2kD#E_l@+i3Ht&jfZFbA)B
zz@XglD=w|@(JwyN3<SK~t;A29RP~6Y{+R|}y<*G7c2pTHI29(9jI0VXVTM%My-lR0
zpW!r#%C#q&$9=UfP5^8%<zTxyU7^qoZTCi&<}UF5Xt+4$0oC55?b7*5a4|1)6Us;`
z{&*0(GoV=C#YijK8)8IoUC4D)z&ciLF4F-=7_N8MXAJu{f%2IB4462owEzj6pDSmF
z;2OKahC!GYkoBsLNB2UQgp=c4T+lwRn!Nw+E1aEt^{98*a%O&q4)G`I`^^0-%2u!^
z86&IB74>g`O0|#W0A8-(RC6ZQ!cy6gyrIzVD@dm9LTfRp6ucpfE@do6=L0W$uscUN
zR8j{(l}MN}b_^#~Ict-!+*eq>k;r4UB|;*h!ZevoFb9gF_Ex&lGmJ`w<^YTbDpi2<
z;TMlH(SRzFtLuXYTXQ8odBnPMMZv|QX(^wd3C(r06*S-_4Gu2uoK~jYg;<f2QVF2@
z)5=TPmYKzv8;#j}3|`)gx6(*motf)Y_iAaD6&<Nh1QjUAA8I4X>7F=k6)dJ7;>FJA
z@1abVTR#AD#JYuO`<n5OGAuc@l06G_UJoNfS$J2V2Po=+S|`gEh&B9f6V8oBt4k}c
zjR_Zqhe#8c#ZSc6M0CwfJJ9gyb(S#MKHg|^)(VEFg%F8X903{-hIvZ1>e;1QKOmq2
zaeSKdak_oc%5XUE%^W-t$}Q<s+q|X2poGdU`ptshDNDM&9rXnR(i}sMxL4Bu{n;y|
z7d&y6q%QuW`8F{;e4<HaKYM~_f-}7N$e5sWas2DxLK}4kl#%EpJcWd5{1T1lY~?!U
zX%Xz_l<v+5*yj)&@3=;o7<)E^rD?8gBXcXZ0j4|7wwB}WkWHb!FBtAYQ#xP=tLGV-
z-cVE2lmYT%uYt37m8iPY(%eZ`Bi*sSaMqC^V1|8#$=opI2hA+G<bli_0nD5+A>&ns
z;1FFE?u8M)gKn5;?~Uh|r$o<G^6wTE5zm!$oU2J!=IWpmI*Zk82zNC<Ea2)4)IOl-
zu1)4S0lAi?Jy1;r-)2(wObuH)3C6;)ehw%BY|A}pGNB0p*j2@>6mEL1pfU<_&(Y>G
zm=1BN;(#u4b)!$5<AK2=Je$0;wqlf*%bXLF+}lJjo{1-VZa$FtV&w(i=I;ONAC0nb
zSx+%zRYYaVvXqS1>trbLI07T4^^zc`)5wjqbkv#sGL+J!X1<;UFOJhc-&ZV;w90x;
zXnGMyqpWRH1Q)4#q0qdZn_sN810uH}<;SSuzc`Ody}*%V7-rH}i0zd?!5ebpRIIq2
z{zgnP(~}itWfq9lCKPUghq9khr=Y!&qng!!I!hK@Y9Q)gH+w!-WB$t}Px|OWOJ4tu
zIW<9hnw!h&a}{P%RqC+(1#YKsDSc6)E7RvBNHOwqmc1*i2WolywooLN(a7xZ+1uK9
zEF1q7x_Os(I5CBZo=X)a$|uU96hRn6o@q(tx8|>0X96BFyI53n_mX|{dUOQ=(PrGv
z=XLha$ti+Iuy>tH$@aya;L&qkd=~wbMr*?-j)ad=2ln%HqKgRROos0j3fi+@fB=@*
z8x{3i{++AXe-gR4TK-6+6iA`5e$lF14>|du+xxo?+!Ll)8rV)y<Ujh|qJgb0e`>Me
zGi4q-ik(v+ZFVgfaE{(MmH7B%$-!;)H+@#&(<YPwq&Tm#z3Cih`z1#Eaq?8F>OT53
z`fQ$ICDb#Ya9rQgb4r+N5*8<#RdelSAOIg>Q{${O)5H?5(cv^d@&jxLLdzNCPwV<)
z>Cgi5K7;PT1NqCMOY)x?VdCu{+F%3eHC+0L0uZp+x3iu5o;l)IVHEI>g^J_JkW2Qy
z@BhA2`PkDpiI_#qWpt*q?!V{JB(x94$F;UnL)(0pGl2x56D{VKS(gR9^vJ9C3rbO_
zIRvJ5iuE7tPk8fX>0Zs{%pCJ$5}(zUI!D&&aJq9l{`)p@xVZ#=y)@)HqX<jLTg>dp
z82bg<of&baw0o+Ugsr7J8pxRUD<S2ZlU_}upv|V8TB2<jjcQ|j25{Qja{1-@L`UGD
z$Z<mDm)TTCQN3Hc*R%4tI~bvvGx>R<8cwk@>&m8sJGA0zsknf4?fN^K9DC&V`H7UL
zKr=c{bGBq6ui?ejJhPJElX?*6D=1g$c!*bObxumOrQtM5aN%2!%gUbe&L1L~%G<^Y
zsBnq2xlr-$Z0~6~)hbXR&cKea`J9tIq_FLf64w)I^@$yNP&RKDD67EAi_019|LJ|(
zO;v<VX^9;ZVmNgKhzOnkN!0n<SaaJ`8+1c)j8%U5HRN)^@_DYmJrLzG6dDo#oZk)o
z712ArCzfE8=BanWg22(xmR)kImz9PQ4n^Nv;(g}p>Lx}F$c|P1LaO7GVN94+#VDBk
z3AX5=+Dc_kQ6*QX@VZ|-p@#dh&L)#->1XTM%{yd@s^aSK+q5~qq)53!L9wRnEq=_L
zg;;oOK6w)M4l@~f6G-rV3JaTdS*dt=;EsSZin_7g>Ac&TFN1}h)y78kdA`^H<nHx0
zk0z7cT_h{99w$4$4SUtSrPlLo_coszIl&HhmRyUxU?Db%Fd2|KY207Rf@~%<s$};f
zjV(jnWCP_Z5TrK|9{VkybN@sGnj6AbsvSY^>q9eP@i||&8D{q`p~N1)jDRE37rv<a
z=k*~FHqoponfrRUb(4uVkJ{#g-;J`z2p(I@<xlo^I(cnC3`LrCL9`;6?7+n_=jML8
zcVi{<A|=N8$oo^9on`kz2b2mVu2^eP<!Bf1$+F{l8Rw_%Oq`8xcX#2oeB5B}%H@7i
zgsaC*E1`l+tJck#gU9dn0MzMUwo$?|?OgoSDcM1hww(d1+N-hX!3IuUFUrHY&@eqa
z871qZbXsgRKZgFcwHBsgbk;BWDBxzHi<ACOxa+B%KRb3x#pv{X-3kDWQPlj1qn?8c
zt96)$@#h*JXZ(y{P=Vrro0+#frOLfJ?b{4koqowaRf<%nZroc2Ut8Z&^0(wWaZgA#
zwr=b@*Vmv2(LuN=0plZM-+>a$G0Hhn_H6&y?cW3Fo7UaBfJ<TAW*qfz?@f(K$+Y)$
zQ1zTYF!2<p;EZ_ashTT!gV_<Y=0I)VHcw547(_--fb1rw#_h;ogvRSa9<N2I2A`Hy
ztpW>vu_NomPpobsa+CeW;oC_k9e!Fqw^BMn^}L-p`{O#ad5X~sOe+{B*Xg-34xU;l
zZr*_|tL8An*0%J0GcVf;kIkBm{@n?(nv_<%mx$Y!kj6u!52!fL*@&o2i2ugrp!bti
zi*DWR)C89Bn?&wpiQ4!ZL(RK$=v3}>kgdSO09=2DCx_xvgv5j6rv;j^y!Ao9K&W@t
zW!lx-y_m{DcHJl1R1S@f<<?D{)B51L8gwU@lD3~R7Mic85QX|f9%J~dA$70toZQJM
zc}~>3U~7%X#9ks3+qE78-@QZQ?i=RRd6;NNC@doV9%rHx*x30KZX!$=3|9wL|3~ty
zw^&$g?Fuv3&_m{Y+<7q)v)!rPu+O+R&Dhq1nV&BF`7jTDf<r)UAuBjy%$ZP`T%>m}
zbb=L2#vh&J1CsOKC2i|r+&x)r<OCjI&Vv=%{$$Np)!pZk2ubuKh&J=yAVi2_mUZtB
zYf`$MpAS1sgT?8o2G%C2^=}i*-^b-2pq}Q-nu)FP|Hb?Nnf}`e{GTS^zXKa110&S`
zT{1ELkH&zB>3`E0_-IZgUbQ0b%&F-+R0)-c!2ke}#8(@hDM*?anI+ET&~PA~MaGIu
zl9-Ww#LztUaP9y=Ms~8FP<ai5&!6-8d^#`jLuXJEUgW*+4V@gQ@l%oZM#C$5d%S-L
zKIkC+Ikku1<>DFBl{kf<$$@)nLYFvN3@=>?tBXL=s_3Q^GO^J+96i>{-FfpE`(4G(
z+?$lg*}W`>cXCJa&+_+Pg%$jnchUEu_3`G7++L7x%4Q5cx@vB2V_ZKtAG038R)6UD
zaIl{FzRywku6bi-ihZx+Y+7wOFO5%q|6Uw~g-Io<RF1bWq&RmVtJHR{X~N75U9rzb
zF=GW7)xxP?Xrt{$Al0QQE+I1Sie_kQY`cF#>%5D;r>(-_)eef)^C+=p6z8-sjHS|*
zp~fV33`DBbniTxj>0AR`7-ICA7=os8GTHlL&2p{W#k9lCaCa}^i2CrfDs8#FXmrQ_
zO|ZqLAB?1|poqDCdcPbUIEfi-e&CF`WVqje3-(Ewn54jR=V+;M=8d$+E^R&RanHz^
z^`R|Q;Jf{~e>!mhhpD3Sy?JhkhSaki9xa1c@#$ZXe^Hd6tY0m{`^!Sm(knLBc-=HO
zQNC6Jk(K1CQ5VhF!Sv)z{nPMV$DGC<5f`4qEp7Ys{(Updcs{YlLQ}^PP_t;zAMW@u
zb2@EO@MmV6d8Ol1s4bUzjc`oK_DP(@SA=9cCA%p!Y@9dH+cL<0T`TajNnJM=rcVL;
zAV}JJXWGRYLzp{#cP*!EjVe0Kcm)MO`VnF1;M9E0*7(x98g9Xa>mPrDL#*P4+ae=6
zGsPL2F##S+wK$5$o?t+Si9+<AmG02QHM{<#1ZB?Gv~VZkBnfQG1qlpBja-51ke~;5
zyM;bVPy-nL^k1mTYueNOjJ4m_R>^>&yw`OD&pun9SE26_>PNBFx?`@NDCpCkn^}fA
zGIA6itfw0)hytpkA$wBUtU)YuZ3Ab2m+H8ls-2{^OP-VM>LFW4(O{N603`7lRaNd#
zT9l^?;MP`A7k2dqcxq{%Z_-p1%~+{Nipn6$Qmdadg+(L`@^ndX17=5GmnDf0bH8z^
zaLhML;$*bVYjRSGTY|a<?FjFmHE!Gwpkq0!YG3_McI5yh7YgixtOZip42JKO`jRdy
zEol}sx9^QClJ96t&mbZ4wCYV9@$A5~1>nm!9r;R!1|dEaeXesGR-o8du|qZ_j5YF0
z{{+ND1u*QX2((#Eu?HbyF7^~At$B24Gqyl|+}_jF4B;^=QjOp<v)4qUIP*-uv?cJ?
zB6WpIZXmo@aiO@i_?F{_C5s;qv<*wMe}&rBjRYF#(J04W;M)yxgtw-f*Z8o7vj7@{
zbe`bwobAT|n3Ydrr`EF&K!STOeklUym+wwI8f0t+6WDnL*dRB;L)9gWr&TEQYzjV9
zGQqd;CUSRokT2)`YJW!iYJk`oHq!m@V5ct(ViRoKJ?@Q>PKqi^|5nt@is|wR;GbGF
zlR%o4HC8-miZ8DOsKqkGLkOM?g#&Qs4J+#wJ;WPyQruv|7WLlCWHM&QqY4mv&<r~(
ze%gm<(DZsy$4#r0IzA`mRixjFt9r>$Bx2;eLqSG9SHdDA<A|{JP!H8q(;JLRd3cJD
zffT;XNGPU{p7p2pEMeGak)g-AbmBVV+(^moHLE-SvEhwkVaWXi+{T4k0ZLRc(OK^g
zjf^`~sU8lGLG=p>>IWv(K1v6d3VWLI1t>mH*)CTKkvA~GP%pkdt7?7>$v#dVB_b9b
z2c(u@54;m;qdH?@<`4qL893<&or3pOz>0z)3ORrdwn3TcyQfeA8~)gIHkyiZkLkK=
zmN>z!1gX=@8|pzK!1>zW6j3XOPJK7I+3-1}CA#)B3r9eli%12t=MnNLm?DL$1&qe>
zEgpXHC+ZB5eku<^=w4-BKo=>6!#E3rE?haOi+B50`if@GN=qv*)bmPe!Mp>KNp{#d
zJc}`vNJ!y;AyAQEV?uu7JimdPAI+*1N_^F))g3Pgh9g$t@I@$`HC{?)3!tuhajZ8$
zQu4AuBNp`7%loX)Bk`5V!X0_LU{K1r=4m~YjhcmdNlVf7`aC(4{-==$_vyvkEcnoZ
zTP0V+B2=%E*I-!2#bs4nIbE|GSv!aM&xa&KL0U_q)E0$a@KvfXy}bIOOeC~6o?olh
z|FR~0HjpvxlbnQ@5%(Py3L1-k88Z7o6Mo5vY7H@YRw>YydKO5s9>zK--buff8idah
z8k(ElsMk{*1t(`f@+yKJ;lZ2>6Z6Ec0cG8%dy<kn(F4Ei)ju4QUeX`}08JS?oCdB{
zC1gfqC=R0rQ!_OZefoUvjOQea7FaZ2I}PZP;(7V2{b#q|r-3a2HAH0~`tEBAuJ%Pf
zYXjO!)U3gMt6+cEb@NGfGE=@Cm1M6ni*57@<F=0FWSSgdRAm)Oa3E=Xh#oS(fKbB%
zR(&>X-6{(mp@aD(Ln9z)gIV!_z(p@b{{`LlFe0X3)?{@Kbu7VN+)fk~+#v`p7Ze>G
zR#L;cCoLE)wo56v8mc^mkaWoz1(*XWpc;A9@a;enfi44qS9p~mvC$X>Q;o26K~4cn
zs@C6oiK?#>auhXo-{oMqz(nGTyvfK2OepzHlcX5BvD+QR$j?Hg0FBejI&PbPq!)Q(
zsTqK1rAxGUd_7;e;&r@)TVvDkM#}26RsC5oTzFWEFCMHBCGT~1ZL_-TZDRxZqUSBN
zv!%k9lYJ0LbjQWgzo1X<v_$2~lP_BK(?=oM$IVoYOG-NvoQC`X3e};#g;klwCSPk>
z)jx<elK?&CpN|lFCN40ZwkVY>jk2H;T?ZjP24efLG8a=!2ugTT=w3a<Z)ITb)hIe3
zFH2hI&E|YPmDRvNXQvz3^S0wMk-S>P8pdfAPltQJKVfr%=D+$PD7od?44wWb(a|9s
zx=XudH1lKboH9gB0U4iYw_S=#m!@9BLv=c$^By(%tg=+2W9b9+W%)nuw_RPW7Dw%+
zZ5JT(OJ0=<o7ibu8725(-vXYLMiRe+`;PakZ8U97zC4-*&pfgP)&dt9$Y#zQwoB@z
zir%b;pGP(autg7G&5Dh3(KlC*fjE^uOqYGW+IGl~LU8cpzTTpJ{Tzx@94Z@C@RIPM
z!g|pYGS=;9j9?->p)Xe`thppAkROp3Gl6XI+osEVn(=h(I1Nuas7CHq3+&Mx$5BdK
z<kPUNXL5c3gHR|A(xl-A8Gc>8gRrzy`M#I|AP0X8czVx{P0i}n8?*{4Rn=ToAXh0<
zrtW4SH64$zlKN2X^)e6v2b?ljPooTxa}Wz0{ExaFdfVmr#;XZEMPczwG{L0RCG2A;
zA!pmYt@4C@3QK1&t{pb~7>&92RBvm#;7M(Jdffv15M3U!ol0~+8}94v!oT%YSRJX%
zHXH2x_JIOiI6L%p=q9sgYz$4LPho<1g+<H7ZBQzu0NW!4@BHZShZ|4PFB09bUm?rt
zjYR&(7gGV8iM+??B>nDJl;_VL+c|AeOT$&0%VCW_@9g?huA#L}>T#MQo{3OjG@WHE
zxM8#T`g}>D@<F|G{l?fAHZ1a#h2XT1i~{1?Jrf04Gx50Q^5zq)Xg%fae_poax});3
zh})kVWW)-zqV4~#fMUCY3Vx}iJvu!TqIV2BHX37~>heY&&3J?Z@P5MOL252oX5i3~
zMVYKgw)Hu!1{$}u54hYU;;ANwm(0%-QxIYT422~aipFruJR7b~CzQNmw&ird2_xR}
zr@?DWKiJvSao9^3Se{rLL=eOR{sY}<<Z#r^v=o^6)iVusQ*eaMHMQZ@XL`NlV*3it
zM?N6Air2!veWfIKI=k_SvqXnS85;*ntXT=-NX?nmT+4B)5=@uoSvYSlgliOjPlf&C
zTAaIHL17h>NE{CoaLq3URZ`btf%jW>!>Mpr%1B_FY4e-d`kvXFb|**Rv0uF4D?XU~
zih<2IEW$66j$tHwX!AG}8&ae;oWLT`Ri=sM)&=Rt1h_s;)v>=je}WO!em>b@KKVji
zY)@OwLl-L0t4!NF7QD|z`Wa@8+rA!!uIw1Jev2Y*bKZZlYs5ua7}Or95ky=?J59ZJ
zcc6~^$ucv&>eJSNjPThveYZ0Kk>ur3Ttfr4o5{p7q(-txC4<QHEiml(FQ+Rz1+-pc
zE_i2x`j~p)m$WIy?PhL-5xc%#K^<CC)ta9BvO>ip%9XbVIL*_sBibo011awQBrZ)f
z{g`vfj*Ig5V9HQsl=GTy1b}~*u$G~3`BXq>>hs(<C_De@a!Dx6H2HH&V4)&fm~?z3
z)=w1qY(HT;#hqOzQR4sG<d%k$lX3fp+~y;xV$-L+{UY_*+N@?lZiCNygYpT^K;O*u
z245odRUfg<#^b<ZAC~vj7Vh{0c<cMFwa!x5{pFmpBhZz*+9UU#-SBZ~F6ge8;a>ue
zW?#5QQeEbI$k5B6;q4fE$S3DKsLn+L=7RRu=bvTA^34zMeSgp2+h=$AKLXqT31a^Z
zY|Jc-O#feCWB;FljpKh4*iN*jVsXS>ciz;F1M8cjYmK|{w<FMM1_V}{K<P>7E32Yr
zuu!TvR#t@X!A)PA;{Ddnw#TEREnSk9`x*4rL6$KS5)j#MkG91{emazbZc+YX{MPK~
zbN}*P+`QZhI=7<u^~^oCV*FO^y3*9pE#)UUaXYJ6#j|9u1UqgoUqmxR+!kOaPnSi{
z!u;9o=u@A>@901CUfHvbZX8^k`nYU5SAI*sEG@fvXlj3lNt@ktQ|Ia60GD)k#%YZB
zO*!%4@7lh$(09<gblx0We493KWBvNBdbhXn*t2fKW<0-ayEgJ}xnw^sFAu+>%7MZc
zT^Vwss9*^k<~gyKaM{u8^495J&$+Ch5@5l+@sbbVyfj3+1iiZ3KQnRvw13T{fx?V5
zAhym2LZuQVcY|>77yB`DRD*`19T+Ar{gUZw1lGmJiHK#SDPx#mbnqParA-+a!?r<j
z!ReO`%i|bH9>33iEnCz}1M)I|J=-*BcKjoBuDR#XC9!wlqyD--jW%+86{BWVbI#Y|
zC7(N@j)jmu|Ee4>i?A$&i8`*xPgl~{Se7FBLZkUMR?zLx$>4RVcko}K`P*?4uk5%Z
zuh*=*tX@mXwc~EG1}ejE>h|*2sFRHJSnL2x%dS6f#X`S|zh;EsDY31*7AA;Y6nh_M
zpSMD=178PTvwU(chb^L8HQsi<Mwo>8flsr?a(5vDRKt3^c%iDaEU=8itRs8uleUF6
zjxS9aA+L0Eo7uMEs|8E;J=O8WK}={}o8^IfgBwsL1qt;?lRl3O+JO5O_m$4ae0?1|
zuXi1Gjfp?wu3lFzU59r3|FEDo`w|=|hkxf?@``BXsI66e*wtg+2#4Z<OupkNZWrMp
zIZz8+Q!2||WSb#gPx)%yKLJ%%$qI=oI{9c)0Yl-n$a804nV<tF$b?bkIg0`(e`MY=
zgT*CgUzs)qojdql-+(F}eInzh97ye0mAk<kQwtEx{SHCai^kh!w_}E2I|0YqN>2K#
zj(E(oNdtNNa+m}%Ppv0sW_~<XTv3G0#cjkFW8i;!vB%sY0RGjTmi#f*wQ<&(?ryXF
z#MuE}UJO9Ma7-KBy@do<2VLCJbzQ+ff$!vWM{Rh(bZ<lpCxyc1J%GJh10Era{MB!k
zGGM&*6}9Gpr*)EE0_x71E6*#6?x1fo&5Pa34s;(_`$TEU-1+=mJ~V`3nw)`Ro$st9
z>~!`UC^qQfs$DIewxilNAsoY$95MBmZqqc?p7X?cFGOF%OnV8bUoE0Mwofuv0R<+J
zHqR{F#WF@ZdZ6r~L(8y6B2H!tmWCDzrP(d`!%OfM;-6OzV5g59=#Kv9GrF>PhFs=~
z(J#5Hg@^G#1N)cA^@&E&<WfYZxaK`6bgY=gp$<GrgX>9R!cTmwNn*V-cx@a0RS%s5
za#`?>mFlgHR0KPW&u7Jub`r`<qn!#1!L47ogT!c{k3)PlD1-PZ^GY-VVFDWLpc&&Y
zN=hMeu{sMW|1L;Med}Z)9BQonhZ@5$@av;z>U3Yw=fwt}$9f(?u<o2)YEQUKIY@r7
zfXoZlb99^7*5}k1;Zu|Z_6IXmYd_0>nJb%g@#9|jFbraIj1(~I1w-KfC7*;0WXZ-<
z-x2HI-f43|R(C7A#UwM!kfbzVl#@aah8tjC)Dz$f?L}>>da8{Jij8Pw*vG=bR?rWj
z+nVm~6L!b5jHmSt#)E-UjlS8L(qGb#(kG}a{X+|(Baywf>$494uj+T)0|m&a^{3dL
zmGX3>UftRZ6RNC3)XpI*`0?!;A-<bOZ!lXr2vxKZ(LwyY7=*0#)oDy+bnNm%&;N$|
z*M-FUfVJt3FiIgNKwh2R()L`3CRD!xw3j+gZHT39$4ChYN{E2-ihPEaTw*bB2&)yz
zeV%tRm5*}n3RxWdn*p2F;R-;T$LWK)z<4Vt*laiyjM$FNo*-Mv%UgHHPvZ|G@4MAk
zgk=Va&AttFk4<w0w+Jg|@wpZyd4j02y6a#cyt6|GWNf5;DH`Amr9W!glzdn15C`vX
z>(mrF-hRT|%ztHSz4na8nx|QKN<xBFx!7(8e?sF?ig=w_9EK{@syY0&^8-XS5&q#h
zhKX9^Gev&Wkns{YfW@}naRS6lD%OFICZbo<K)V^;DzHTOx(Z{EoXM12o~ec9Ti|gP
z8jVJiiX`(ajj4;#)xC^T!nO-X`GQbWce5Rrm<tm1QzBW<b;X?XEv616qhc(X?=s+;
zD&VWmVCaL03quu=ARTvA*aPUzlVS@orYLQX3|Ro$P!zkKd;zq7*h*vYf^78m;)7_r
zxK7ubX*{AXWt@Wh53aHu{Ynh^VHoHAkfANVv%>?N6$=x~8Gl0lI2aPmH-ico(K3CT
z0V8+gGPP)y>?ksg)|sa2HkuVGYX@ULX+lqkbAP&s-V{E5^w4UPmjGeZnWJ{Sp2p@G
zdjVfWAMy)K8vt&cR&*!oeuM$wLgwdtrj_qM5@H)j7Kk&rzcc}&*Hga1St$B*xH`_Y
zM2P%**zaO=Ho@r|o8G4QCbF5KA`!s>5J?6WG*_bZ^c`;?;S59IZdw-vq%B}WynJ4A
zYlwn8oAm{W-iPixP))Rd>O}>nE6&~!W-m9MF+}3=vfbERnS~he3zp$;|2(usJv|s!
zk(na&g&LU#qY!f&M2OQ=pmxCayp@s-0=_@vL-)<%AAM0U`(w-jC}Z~oh0Yh8d%0NO
z3DZY8UV5(G)@-EE?;eXNv!fu)EX!({@RzAGP~?PnosCJj`u4d0=BqBovjy}wnwNNT
zu~AD1`w9#@GzO3(*;-np;z4QcAPjLNTFqMF3nS6XtjNLy*cINq&4_jOzto0_y?hP4
zJq<p{6E0-#LFo?Giu7SeO>Yh0O2!%{&KQpsIqClZV<H+Cco7FmA`An}4mQ>49DUIH
z<t*7nnjwFaknRbCrH()3A+BN+k7<qs6Av^cOZ{62>7opx&fFlP^2L7<cfiO<!(h>T
z`ZjJ_*ByIy7^Fa#^_x3775E~mk;T6GOhsAPkYJ=NU^ev-Ae6QEVPFFHzN~VNThbhG
zv57Iu15UetXHn-E;-|A7pmXazJp!-!rK`5qpd##D9_ALk9q)0re+`aLc2uAf4MO`o
zLU@!Y0&S(9H*a!j_*AAmTosUtG+E>!QFAp)VO(r*dUA-$9%WkSd79{XTIhB+z}b>W
zK+>ixkiU}Jf@};&lho!rBr`1p5{i7rf<eVU;cVmSOb!MWxW=Or^D7eZr}<VS<q<(6
zEy=6LZKy|Ux>Z=Y{qg&SiV-hmttw_-4ih{``<7{1F21DhCka33^+8W4kGP7+YW*-`
z!1O(c{I|;Uy%)VTa%qOTcyi60pUA-FAiW^%M?fiXy<2F{lunZZapir(z!KgD>swro
zI(@xb3|S3QZBsb0InTgCnFUX0S)1&OR>I7&oV*P2z2N=aCz^spPTXw>8CRz|SWdJ6
zL?evE&0$fIutG&QM<rI;f65HGSF9=!e)_F}Z=s~p)#eGW=xW!>DB{+D+68;Ltyx`(
zHXhexD04aCwmUi(vcW|!t}R!$t6MSNnc1>Go<ZL{#pf6197ufgVpx;U90*VWR`T2n
zv*if+FP}<AJ3Or!YW!SmGe$RMqi9xe$#S{i+M$jAvV`hRZwFmO*gA6B3Ev%a*Ry?I
z$6;<40B2w>BQR&DfZ~>cdP9s9H_q6;(4G1jhH*>a^k*`dYkN7=T4+E6N_p~+V6Z$R
zi6KG&Vzi04#Gak>p@fC}S%C?6H#M~8q`Z(3*km#53i@oRT!>6%rZIMztS6u4!%E58
z=u7IdiIbl@yXQxn|0Bm}a(G#Tb?cdP8X@n!NgULDmEcpyY#NC64(ujbg~_c5o1JzR
zqv-kSkvd>~PaU$S1dC6C>oFlINPU%>+7Eey6G>`LN;%_8262{g8CJeGW<n<n;^FFm
z5Lf)x6-^Zl3vK;t$2UAQs(@b(6o4E+5%&@6eSHCnMa`0tv6o112^TVaT23)f+~*xj
zs$xtDT5z5FF4tdW+`*z0k5Bic&-lW?Wc!(o>M~-g1d+us2-Uq*nYqW3$ZSnK=}4do
zdpfS1f3)hI=8VDzgZrHP=MGE`%0>g|kp3D1Z|JHRMM&r9rf*|%&C)xJJm|EPp1`QV
zI_;zCJzBRJlMFCyF!2<a$y0wcU2!v(S|;EBrkUp44YR}y_^z9SY+oBc*K8lyi#(fV
zp6s$Pm|Q5j>0n$j>se<S@gmEtOPQ791(<3}0znwZ2!yYK3ter_H6SLoWH1?&c;Rd>
zg!Lx?AH$(GYlRRZ5kH`Wm`=@N<4ILUpqjRXM-Yi4@d!P3R4~(<TY&@LwaL$)a+C(r
zg&k&EF|i7%T4zx#miH1HB}N9lR`r6-Im;N{&6bV9X%Q_!`ls9L+)7x}wXr>mBI%qt
zX)zlLp12Rr^A?muewJh_mFyId(d&nH(N{+THMwEoK#j)(EJ_lT5r>*3dI|M~M5Uh}
zj#XpathyD>;L?N`K*-?&BTLRdG;jV&BfV$?tNk$>QyLK6+Kwqk9h25jh;~q&1B%i<
z1W8EiRD8(nUJbiR%IG#ugN*!?!-65>8|aPav%nb294I4fZ`o%0FD0cRJ7ImZC75ds
zrF;JMwi<<Fbkzj@Z<OL+8JR7g;v?tKT3i4<cS$usk9~_`iPJe^TFb)?PA}f*I1Z%i
zL4e2@GJJ6!4}-vd0yv~>Dvi8h`t;I(;Kb5FQT@>*rby#zZVQqy*u-W|Z3h=0<OR>D
zOzC8t_54KUSge5at0|lLRPqk?M%F4`IGxt~GltzI@(!%xqkL>~fyyEBNfbjB9n+jL
z3<O5Oc?sK&smpenTloE%h3#;odNn|1w$|!du~@eznFp{oKdg6Rzd<vNXRn4WvJaj3
zmponOSv#;0onF=VaYuy*{u7J}Y>Y=}Z7f368POn&jb$~oH$$(5m#l{>a^`)}2xN`*
zw|2TfdQDz1<PJ~}qZtF@6(4l)vD{#=og#S_zHPDU*XHDIG(Lvq4RH!DXlgWoqNUT)
zD4y!GDZs;x0=8n3N1CDnyOVIENCSo*Z0LlrIY68Vmy$yexTK@iJ);eAXgbcfy3}+k
zdo75lV!RfMk{PA!qjY0oxO+n&2j0L{H1CmexSAM)0zmd4{JKbP3fgSnJ@JsU4lo&O
z8v;whb>s&-j)$HJOngH_A*80PCF3Brxt&SuZBfk#hG3erDo)$zOba1eXg_I(sy;WK
zXy^HkHc~X{*Spo*%)xR^{SiQJ`tMHHj%y5>GJ3b>N|_beBo(K%d0T=m*P%h}7m7GE
zXyZxmvHEoe$aC8*cxadLWhkixh4J|wZtO65@l!18qZT3<{1SI00m&{pSHmL>=v0cg
zSwg|J-8;;^@kR<jS)lS;f!;(1QGYy29m;J3cSYhlP{I-lc`1){m9zO82Ttc2Pj!oQ
z{^`OUdguv**v-`@=MuA0mq#&t#;nNEG`&$3ZzfihH!v=o#DL?UjZdehIlbuo?@H7y
zH5$94;<P=kUBW`!LnoxMGF=*JE|O8nk{F&xpH-LMlZIo%j!<PwfLqJuIyX&f5?HzY
z69G5&=Yqp=_ae`2bF%#mb*CX8QIIeQk)C+JOkagaN?bJaj8X<RBJs2(nFqUb9m#%>
z$<wq5(KLjQd8>P+9$%}_PNisIN0snakL%O<QW5ZL8RNNeH%pUndwzoXD|i7l0$JBm
zmW)o_QziAW*<IEIf7<&$0mi9Cyx%*$1}r4#Dcuh~BNn?4A95(;3yf>!_4cyEGZAvV
zQx!gz=Ug~L&q?(O$Y^ci`=3rY-swH~ow%|_JW&DWtaYY2H)i;|Nl(7EJ8an*;<MS>
z-44eQkkOg?!~N2!Hs9(Pe~eAQ@q~Zg$X>VOxx-ImvS1|S57h@qp(<dnlCivfzftO?
zPSxttb#2^y#H=IIH{Ua6<hxsnk`H(rSxXl?QD<`nMkJGxu+Ev5B$OGx@v`SIFplxr
zpezw?Ei@Iz%!xwr?tF8;O_g~&yn8lvaYC7m%`fnxNA>$pMe-WkYX|O~*qL*?tZLM}
z-r*PV!h{pU__^8y52}nl*QPurg9Oblgi8lNhAg@<;>$egjziw(qj@;%>Xw9|V>)6a
z8HtN4Yb3n714NYr!b14IRB}J?%Td#xa4NecFfhI?`a3bR=c43CiZI>P6GHGnzH5IR
z;S~g$FS5#b)^Qbn;x??~DCN-8IT~xFGnn%FQiGPy=A<V{KNZyZCIEB1am1@k;t(3w
zs^l{H>v*qeJM2P@alh9xFFi*l>G5GKf9F7>x~;nQu^y2A6-T-SE{d^5bpwF}A#<|;
z-@}^ClgN0)KoKYTu(vWJr!Nu=`x_{MQ`#i%&Bsg!7GC6;l_w0II^eTCJZSUbum*};
zW?wjhKU12(g7@TEQH4NDs2}-d(2rNFhD50;tm}LKQA$Ey#tp}%D*Yt3lC(Fs(*_Bd
z?jH!`o}O#HIzAW}nJ5B6#<vWW9#kjpRN?yj6ppgzo18U$Ya6N!#-5eXwIIGc3oZ<8
zHRJ?pfy-Pw`!;Sb+6|!WmALIMeouj+Im6Eqmj%fex|0z&g!TV|9~c;e4W0I&4-mDx
zwr9Yi!uFDx=jgk|#`2ySL}~@qX=#79{}%P8YRGdYVlM_Q4+E-`TVM@cr`*{Zg5hwp
zr^?`fXiT_qS^T`1{*K9wxg*cJ9=m{2F;hTza@9PF4(v$P3nh*UT=O?@sQ`ISQo?8M
z(eNqE?d*W{c7<8=bO?$L<QxK_zeg6fpo0}<yxbm+cm~Vh78UgW`KJp361Nj`O2dY$
z_2Z%gIdYa4d?%N|1QdT%6?F!S`>)c;?>PY$>Cem23{Y>@%F1hI>*Epd+hJLZ15drf
zpU!K9kdJ@=9`*sA(k9#fPrUhGZ24cj$;!ma@c-gX=Ksnk|6Tt77p%<8{~Ns7qABTw
zJ%-wQr1m_J!lF3b{wB&!otomv8B4pE5|j-L0wY-r5Dfz}^SF0E@Z0sVd$j?8SWKOg
zY+_LQ^>Wo_SCkiA*)0F8_tv#J!{=A_pUc(R<o2u|mZfg$&b$@b?%s?FssC8di0ssX
zY(iI3oDNRh)Dq1MQfiFh=iaFG4Oz6K%yG;gL%urrw{TN0Lya{fj(uo$UukPI2lG6(
zuWoh2=vy`Ed*4~LOS7K6vlM!qVcfQ>(M?+bvujf;K0P*YeRv~jFFOUbBVC>?AMF)y
zHwg>f9T`6SQIX|~txSWWDU~FKB~EN&IF}nYpuPh|$ofu$`Yb7poDu#<f|!O1kF=XA
zn?^^c*qZN7A5-ZdkYkRB6lq+sBpJuN;}3)?!3!2Dochrz3aWo?&Kh-<$8<?5&j;$o
z4UNq$^N5<t()xX09A5Nxw*`edPXdnL{hJkQhePyENz_T&$%pHF)f$s=Z!zt9wW2-z
zEKhzr-a57u0d@@qM3m3#7Af_1ZT+nqQ6=qJXHsS9)jZR%ycIOuMdonCT%)NIwE~y^
zu?><AU7R>uBV)o&TKI8UrhPPM$}}MzI{s=z!5yTMs36_{p7*bJcvKk6AcRu69}Wsk
zN?&EDFHa2M9n%bTkmVOwN#&un<OZbDaUwvkCOshW<<T~=DcvGK0Xr%p2+UE7@vnBk
zkwm@ra0c#e5-u?xG*2eO4y?tSc@li&4E>hNW9_oW(dU|{yN2IvJ*=%9a|bge2e?gP
z<tF^wr1}xyTHK5KUSlxc7pGHS?<v_6RogdLrjCXTAZLd?oxGxozEohDE4Rivci~xF
z3m5p5*|MWfd#nutZj6S|fd0u?6X2C5nmpY<NSp$1x``uU55yLyV6@c7YrTt{kYe<t
zP32t;CH}`lct&z#rG+V5|JHw0n<oW6@%Kv0Corih<f(3}XYKra_?0Fb9lV;(klvlb
zV!`9;hH&n`NSqUkG;Q(Zz>)BxeR}9OK>E_9#5Kkzn)5bT&~X~gy~M5l?bwYp?K6pc
z(Hvs&OP+#<z5Z<S23_W#t^35D>q%u{I?%t@d|k1ALhj|-cC&ql<jYF_Rql~ipC3gq
z$iwslo%?|0$F-OVDF2#oegl1TAn4oH&#sj%O8cJ9bnHa(0SnOAPOA$XM`d*6W=@IV
zG%f~;?AMV}=s0_<n%P#tbWqymo#xHnrXn`@DLu^M^t_7FcswrU<Fm4<4BwXp(-?fZ
z6DD$JJJ^ix{s;~LtYK6M_XuoT7mv+}@oS*oRMTYhx<Aw(k==!qlI$~~=9|Y_KG)xX
zRvM^3c&_rQ_B3%!CT*HcxKVUftj63Xr?m<WPmXCxbh-_2q|1Apl}Oa{hb3gY1y`mm
zVB9pN9XawA3`OyG3bwh+5P(iXcO!jNDvq?DLlUq_A!n1MagOZ<g9CveDFOElY>vPe
zAxjBNs+SFfnAEgqQA3q2#GptH655mkJ1E((bwe5Vfojw$Bfd#_mvB#tQRlBN)tc(c
zY!`f7t!MR^v!@i<fOrtEJ`qI~SJQxn48{rnkyDvoy=;2yOs7`1wq{)06Nk!WXM%dA
z$J)RIB`cdvm<UG+hAW*2m)9F`p_oia^_kpk=-`mxoq7SFu{}5xX;>wk`l;s=N;XW;
z3nDss#h!Y=qa(2Z*5H(GcoSD*I5=GRq>Nt?xNh8G=^@-qmSSTQOKO5`DHpOlZ=^&-
zYK+y?9hlx{3OMARAQu?KB7{$~3K0^F{4z*ENpD_~++8qK-XwlX>{>@@N~8VK8PFoW
zt+e*)D{AJ)(|9uS2ahDhb>k8uOD<}s(1^_^9{g)aAyfO|k9KDC{Qjr9sU*NcESy1z
zJBv;sn!;`zBM&^@Bu2EC=5ma%F^dlO5HpCx-9kF_&)!m|nb_V|^=({&m<WTj=e)R}
z^f!3+2Nbboxf4R&C763anI4A<%3O^`I{I2=8P}O}3YIn%IU~P@pi`g#_Y?mLTJLb?
z7hs|Dn#lt{(6KQe^n`VVMhg4=|Ka7W!>Z`o_F)C-?r!PWbV)Z-(jA-b?v(EC7Le|e
zmR6)wK)Sm-ly8H2-#+zz&-?r1J@zqsX3grWX3ll3xzMI(mF6i#H(fczmx8Dc$urMs
zD8rKKBE3aP(;W!P^hB+Am0Fa-C)hCQLg%<@tOtW~Id(}n1u~XN2mCp>Mb06zLk06b
zZi<7iuzK>CNqpF}px1ZgdZC-fgR#zpy<Q=d5QT!PdB!x8w6DgraG|kBJ$xeRi67Ww
zB4C!4p^g|6@(^TN8~5t%MS<fpT1*jK!~OECx8C?z4S9XC?;9$iAWQgiIman6?3I_9
zjeJQv9TV|sXB{EFG@J=6!tOpW@hl9oan;tG4$+=CSF9j~_M?L~O0kmmC<<&5cq9tN
z5y*2Uk(c>3hHX>$%@1=?k-}oGFz=%zZ@gFDXN}S;P^X6HT4e32?y@=!v7xgIXO?n-
z6^{j~lLr>r_i?hg(KN~jU%;9$e@Jxg7W4fiKH%JKAFUyyZW$aex4>9sUVo@YK1yAw
zA7GvRV#eV+SSGQubWf*(fCyBwG!`khK8^YA3g1d1)w)UJe8_z?st@_c9tS1D$Q|8c
z#-VM!s{SpMtg`vaUKdM6_JID`xYR|moK6~t)6DD~=qsR*&0L5}!YO>$8_FBgRxN~g
zL$2P8>UfGfW&JXS)!(RI6$ok5U8cb+o1C5y^~ZaDCJfo{*5Z8mnQDo+hEyjP!j&AG
zLB6c0NJO|U_?3?8V4EzuO9&i-iQFj}lg+4y0-0Y8a=q#p9xUIacNxqCREqrzdhKfA
zJPg)r<L_1a_#}oZ5c-@u-V^(kJq^;J7feHw7{O_>K&^a9j2H)CTS~<Q;uj~{km;gO
zAJSe5Eog=9S)3V`J@5msBYo5IW}5z&g{y`wWY~lzu$>TCD0CHb8*i%?Vs_q@Rjt#O
zKDX6s^BZL|LYB08`yGGRgO}Ax#lx6k*9;unQP;duW#GWmH%&+Q-u~vzYu&!9Hvr9V
zwm27+>$wph;Opi0z!K?5Pxfw;bz%hV?!yygl=+31Zv?^P593KDY6Ykj(?B01`@^7j
zeN43o!^NMMUnQ2UN7_SBils&(JGCUq4`y?hb$tWYwoL&w)fz;E{gR3P;f3pUy-a+)
zDqSAYmeP55OJ+u$?=f~7Sr~FhAR5Cv4_jnfB&-4WN+>(qIW*+7GYn*!R=vblE7G{I
zDv7jfCQM~ye=3^y#m^w#y99K0QkD?EDNtbzbu1o4xoaZ1twJ&7AVbPsF>zbEJUS*8
zwSj2%XvzMrxNpMB?e@Y<cg@FCsMYIc)dJT7_xy@iLP5zN`h7<hgJpUw&6*Xq*(ygg
zo#rC6y=#le1j{rNTPkch^%vIDNlAorLld#L3xl}c*rvOSV_myK%DzO4fbom@UJ;zI
zNXmd6lpr(aF?pzWX!N8!8K!owBOyiSi`_0q$weL~r+XCy+e(M!cHk+9QIu06Yq|{S
zU-DU|MNLM_GPef<R>>iD;E<==TzSDdL|R!#Qi<JQHr*41bF&2z$4+eo&qxQ^uIPEE
z4_^#w$apX2xT6##M;i2d3=`~j6l-P86Bzlul$s-G*RdnArHBt_^q1xVn-b7xJW&kQ
z@@vfUC8~kJ<;`2F_C5S|aby53WSic+80b}**>zgA)E0d=9E%ijx8XG(t&_c<d<Eox
z_Z7$G#%lgmUYo~K)>v~oNn>H`>E3{qWAfRjMeA){@Qd=Sj}9lEqqwi%%F6@Rd;L5}
zv6|#qlRmuhHq0Jldvh(Cs;wcxS5J&WO==^Nq_BtP*>p$f<QMws7`BbgN}bo5yqSnT
zmA=pt*Eo433SMUw0|o$T{569S4n=d=Y0xq)E~WVkeLS!bUBkFuqH~9zQR{mGU3gI{
z_2sKug`U@XW(u!^9O=9O;i3>FrLx?ZV_6<a8G&Y~aMEticfWG?f2t?lv;|W_q|l+|
zY~$yuOvL?&V8qZXujCqL0vCCmBCJ}K1G~2g?#CB141B3%G9i#`jL)5~U^4z0sc`hu
zy*v6@ps0iYDOB(eSpx(lKvfYNTQp=D&#C7NrzUYWDT5V=68pC~ov6C(8&PjR0jK!9
zpc3n$c{=Jc1SVZsC*!~eRC#1VCvh$NwM~`RbF?g3r%u9acgIYBtTqwDzl5^(8uf%M
z@u*$dWN|<e7nTU&#o1Lub1EZ|&N3CkFcT1hXe}7|kd@YZ$Zpe5Np5w+vIxdS?vzb%
zZIQmS{=I=qM$FX}XvQo=gtAGcK~N3LONAOF+Mtj(9wBK`@Ju^=m5Zo+eBZ!*w}b3_
zf8N#D6?x-Jj)lgh1=;<_cLV+Xr#qM;6EA{3`wD-tp>jsHP^uuKrV`gZSBqK_G*VL{
zIeno@ZZIY^{>)P_+j<n3A&ZnLRvUgE#31!Dp#K#33Vs9ZS@Zpb?{-|g6OT+m6fAkR
z();mnA@|-+6Ae2pNH>aGd!Jh+5&NK^>VQgz?^mZz!UyowpC$@JS@?ENkzaqz;Sa2%
zoUY6!`sl-a@T!pdjoR1mZ=6!@+cJgOG{h$&7xiAmbE$BgN#YDybA-UYcl$xiiKz9t
zA~)u6XYU6ZU1oWE&-gLh3Yb(8>%wspY@6}QHq`BK0=3fqEQ+2>v9ua<vxRDb7quC`
zy5?y+;W4A=Y9s%|xSdSuYK8%W`Pf(aNTLv2lon%|J5KayKz^hxpXYGewSAvn^?hCp
z6Sx=u9g>vjAjiKT#3$tUv;hVL5q~4ZKlZ;Ux!D>4-T+OE05V2~W}xScE3xKdxFdEZ
zW?~L5W^Gu2f{i06-Vre)sFb~twIlHplmy*2a<Fl-H!yMlq0Be-HU^4Dj+y{aBqd^i
zl98(;sGg{+qqyQzRi>xSHLw6N8&Gwo$M{MLu%O6E06}YO8%GDtr(A7-Fen$)z60^k
z0svuq8{0pJ!@&4BAO=S5$GV_-K2D1Haj3tb?*GM1n14<FX(r69f6e5tu|Itaq5%8f
z4W8})c<{dn`!sl#r<hiMvVocXaXNqSf%#EP{>!<r{P7LU{{<she$xJ@NU=N;@~24s
z#fYaxkpFh@fAIk%ydZrbeo_brVt|yHp#!ld>`yv8$(jNz^UuznCaeIfO$?G-Cy-dP
z{vnlr^YwQw6DVq!nZ1J}@e_@S0n)&~uKyP1e<C5MF3=HZX=CzxIKO01&dJfz%-YC-
z_~$@Cdg}-@1eGLa`Af5YX~*xyA&`bX@#IP0U;#pkJUp-fMPh&=EI^f*5%$-dg>38%
zjqIN!Lcz$ukyw+3g`I(sk%^dznVEr$i-Q=n0|b<2CT3z`WngCI0IB%TDnAVdNG}0`
zpq`W!B&kdt9c{S*0BewSU@$UdFtKq47y=ytmS+0)KzlcUy^*bry`uvI(7~1(G?2$C
zkLEzpN#F6&8cCa3Tk!Gyngi26QRQ#50_t7{AZuf91+;_($i0yvW&+JbirCTK2^5y?
zckMq&puofg`_!7kA0&Sy*)RK{0NNl3GI}6M0w^%C!ZJNc80eB6mg$LWf7g1l0)N%|
z*H)hl!(aLTb*qoP{AtVnm+WF<V`1Q61F?&R<B44?jBE_dk7+he5W6`4Z`j5B4+Q;J
z(ma`+|21izwEeGI|EATyH4enE|CZoS%>LD?5YWNs(Jlf+<kZE~rD&DRtc)D!B|-XU
zX7FTWM2s8^?9FT)ZR|k=eiD)=m3piLdaym}wy-JCo|uLCNw=S_nONBYs%D0crVg4Q
ztMO=W|A!y!zsqBJdV2rL0hM3}$?xL<dJ;ZuZ2kNENA0JUewO;T`H!Ojm0@Fiti#I6
z`gHYp{(0~5J~PLo-uym4-T@u3KWngXauGisk7a(|VP}6dkpJ-ex3l@9#8W<Kc8{+K
z)}TO&X4WPkQdtXHJDB~I{%sB(>CE)E@;&M0KXXk&R#skG@fX(=Y^;FR|H8B<Yx&a-
z{*O#!WBfNv`#DjLC$c;;<u_v<+4^|>cm@&ViA0ZO|No9h;{7Hvh%6v-JTml=kdMdH
zHHgh@Z0t|hkLlk%J~EaQME=Knpab@?3`j6QwH~h?bARRhBSRijpkDrD_v08J(~m9x
z9`EmQJ*FS8A7}h4?>GA&Xa5KLA9Ejj{N2JoGx>M=-{k)q(@zTiEC(v}{~{89SkAu`
zSye?tK|}tRNC??j8vct!JU!O`8;M~0HxluCUcb*j75wS{KT5%0bNq{&Pj~*{{v#zH
z?>+JHN!ot5|GVVR^lvHohuo){zg7ED8lJfQ>--m&LFwO;_ju-f<UZ&gi1NQ==}9IY
zmHh9VCl3EM8GrTpq{M%ve)j(7|5N^Nx&2w2iShr9!H*XAm(KrXcK^1>Pn?wnS{eOE
z>n#KV5}NcJY{c};j3Aw2XCr3kWYK<%<Z9vove}?F7YBn!Yy-LrdUprfN*I}$n1Yh*
zoUnk$ejf84tHJ_)J`x12O)No>2=vb4Xk?{A%mjL00LYj*IDqWflf{2D2(SRPU(K+x
zf_iv-B!Dmy6+jRm1P}p;0~7$t03g5sU|?fuV+}9_7y(QGrT{a5CBPbB1F!|yIoW{1
z%|4C;U=MHrIM@OWi~x=RCx8p}(}Y3cXpKO+_)qU9<U&R!X4b#K88@*ps1z~PBQATi
zdXIG;38~A%P7V81^%qrt#<u-4wC&&TV^0QH_;)Z|7Dg6EKEA)A-pZ(WD505PW<#Tq
zew|^KZ5W<RRV%%aul`!^XHnibr(CMv3q_0$|5AXFM_LFBCR%{_Wx&hUfSBW?E8#aN
z$klwBnoD!H0@LOe;ZxQwbBAMX-QN4oP{W5@cO$$eAI}zS4%^y2eA;O{S_^?-zIvMs
zqH$VnmbGFfN<FfKgIlK0uS%xf(OGo3e-K)GbPinlU42p2jk)Q}*7dto*YiP1r$9bO
zxaT8h6V4Bj8<oK9Wk@Q6hF81Te6P)G1WswStf}a{k&wxa1fNpl8%M1EIzp?4MYuec
zvY0$Q-at{Qn3|?ojNvR<!Y|>qWZ(LLxnzhIy{g&GL@^^dY`qB0SkZfCw>YJG-8fXr
z*%AraF~j%$$yRY^I)ZrQ<A$@R=!qhouSzHMCt*{CN)-C0e$1^ii)x?-0Ui9}INrbi
zA(+2dBsn2zV03yNfZS`HZzzKk)D~p*dDDPM|5X*ljI1Tr2k5!TgU+rhgc+i$t7?Az
z^s1qm*Zbi61eSOd9j4L&@}3w>0O{cG!fz-VS!9?F3RK@t+a2XEI$iHwL#$u|^P}74
za<;X{>UUNq#67XDOS~pL#XUd2)TgR-Bd$o+%sqqipEYF<9@S8j;#q0^yhJ+I5dcA%
z1wksAC7MOa+~FKOB0jtyhgniRsl3py^$b5)3CMekU_DY}gdtxI1uF!H1CH+I>70PB
zw0Uoa<FbR1z+4>=(EBD33l2&igJBr&s|DBYnnW}aev7tawgmCFCNIX!hzP}l>9MbL
zE$QTj1U`^+&z!Uzw)5U@gdl_&mR$}IH_X_PS~l3Z93E=Lc5dwp8WcFA^{bF(w9)Se
zt7?N&T8BW--YiNjWxU^eUCXSN%gYX}KB-j0yVEn<O<9qtPoa4Dwl?$40&tlu#0&A`
z+rS^vo<MgTM7Yp&M!ZdLM2Cl4@6TBjUk`=nJv3Zg^di8r^Lfv3l+2J3HM!~R5*9O5
z-T_C;LiN6XkRDiU<*GVStT|+T(F9=W`MxJg8J32S8+9%W1Dwo_sW&AQo|lrPd)0-?
z-(jJJu;a|FwY5Fxb%KWy9)R<sY)mafDm)S)!^i*K1xX#xxu51dJ1V_M_$bY}SjU@V
z2Q^3sAj@EL$vtf7j3>QY4HLIg4Q4MX&{g3G;@ArwWqBwpb`k+^kJG%P;7k+g?6#zn
zSL{AA9YR%-)c^ukOh2)tW@DSlwf=_Lp=~1`t@}K2m7tienMI5pV+|1~Y!#)`q9>FP
z);jyWz;BYb?)iJ`Y;b!`RWCg0(ruta+V0R0E90@I8u&oF^zHdUM+^dt`B!rrFF&kT
zVFb?oX4D^;d%){>5U?D;G@&>y+ua-du}*N9UI3!oMZC3U^i|$)$B*mZKj`DWn}iAi
zVp#f9C1HDgKu{s!_2&+(+7Pb!w&SS#Zsj{6s|C=O^cG$_S}EDtL(3myp{%h~5Khkf
z$8uO%zfH*612~KBVKCQ}u=q!Gl!L?5@Z~8<v}}U@2%>ki9#(}OO4dVPuSU;@Ldzsg
z>Z1jE48xmpPx%KC2e5X$_7fAMUN_hF#3ZV|>x(p)en+A;Z)90@+En>A6+*_FxX}&t
zEp>1a38@E=L~?R_^z}U1OHx{?OsG<`+=B0F?oeJoBw3(mDr2u(q$VX)MahIGwYloZ
z-UpB)p1D};`u5fah%|iB0)_AMigRR>KW{BtqMmhPG}tkw8AGmih+Mhr^bD#r5+gcy
zTQ--=89ri_Cd)$3TLZ31Nvuj1ppEnojekM3+;a;S3pJ&L700>zHs)Q_bW?XSW90ne
z!?c#QQ<mNE$vbXu@4;ZYF9{@sRuW$s(+m@tBE<GCyTe^bmMiuAqd#6#qk!00UcbCr
z{|V*VBw2UqJKG!4`L`(6yf?3ab4zv})eEwTYMFu3IirSOIIwDZrm102<U`%PbY6Q4
zX7!m<*Pv^Jm#ge19bXk809fBcnJ7qFHC+@&BSv`-8YZvYDZ|8ae=}vMw4K@SMZDC!
zhV-FA#~TSi=x#5ya5~^_U(2gHWLP1-v{lHW%0*K^9XB(OHwv9&Q_~n(^q+8zc|##N
z*UTXy!YPEInS79UVXT_i{i%WU4%<8PMLio2B@dugAYo%d*F?%#aY>kbOvzE(_-KaS
z73O#^LRjL31(;JQOOdq4{Ah7f(&uE?4~^@i_7++)&5)TygRPx6+3T?%S63E^_rgzJ
z16@Mx49GRBOZ5{C;vF_<)jx<Nx0F5q`p^fz@XE3EgOnlGhdjK-oS7tLN!8|ESwe%*
zG&B<+R{&q`H-vJ#FK#&Q6m}i>a)A|^HK;JyxgPw)^E!sKUkc&q0*&DY)?5)APPG-%
z;T%}JjfXci_8}Z~syflT!Xn8~h#XeM!iOt2NdgvFr;#&7UQ+sl;9i1kqGUSk>jCce
z;KC>x_9b7m%+4E3DQngTt#tBgBcjO7cSfeK+{tE7F6HRPyiTN{LWruIX|18z3(ct7
z4mwVJvlcb6QbTbt)@QKacR2=aTiQrPtF>ZNZ=Em{ht`{@osby-KC?q}e|$bg2DrX+
zU}ooIHhx8r!OD7@jCah}s-<Z&Y<Q6h0Yw%0s<f%8`a`**lR2B5H9S!V59^liZhx(u
zwF?`|>OKpQvMD)@xTHX3Ys>q^+~ImlD686nIOH6|B+rlM3Cp~e;a}fjVdcee+&uSV
zY3PG4md(p^kTJ4G8eIR1&;j{X%MZ;A_^Ilik%hl+E3AJImxfl?=r!;%CsBoVQ7vVu
zEnbXel)Das9>Hqn{w;Z3;qY`v9e@%}?={t=DV0^zuIW|ciUl})_9`+*i{$7H^mwIv
zXZjl<?`apWbGijjMr{k`Jghen2@n^g%oJKBGcr=b=@rw-lgX@AR<ihuX726}glt7T
z=%2Q3*)_s9Z4TV8X62&Wuaube(I=pn*gLZFrXsyJwwjN+#=}FeLZEuuxyTz*;4wG1
zl$EyCR|Q3bN=SncMRE!H?xMkWb-+tU_oY-6b`CR2c#JP9dg_qPr&BYD-!{4M-=#f=
zq=q-4QZ=w(TPtC39P4TS_<f~R^CIcikNYwqrf`#kg0%0rO`et+Wz%!q(Bgo9kQ1M`
zJm2vq+Rm-sQd_5zFO2k~`NoI1=PObi;yW$D6$n3=-RCpu41N@@w(Da>&Q#9Ok$vq$
zl6c_#tSuyZ?qKgNO}1{HAH|;9U!q1@y~3x2Ur^zxl=MOW`6-g>sXOAw`6S60r5rAg
zQz1B4K^y8%E#dvO4n@+!A@cq2R4K}?t$-ZYO(O`}SoKr<FYeI~>^4rPwnq>}J|n&<
zt~jqK1<%et%p7+bsq}N9$a5PC@%2!!=3HRWPiWaEahXF1u0^`@zraXYa=(<jqH-lD
zZ|G$yO2In!6IQ`Vj88t+Md+VNGeAh6Bo6;<;-a4P9a`DiK?Q+nOVGO)zIK!fF+89L
zO{v#Q?rRbk65<#Z-*lM<(G`O`@08NMQZ0`rqC-ldI#iECd+Z!IKPuTfFp?%R3iV{+
zt&QYlWn}^fl`|0+kGPb>fm3jJd)n-WCi~hX8TIfmvSN76^W&RNhipQlZ%v*x@=KXT
zU*A){WZg+`;my2IWF8&)K0$VE6fyU_w(XkDjWCoHzKbmBu*;N&>{(<=!eCcIn<=;c
zHvL}9$5(gg6)mz=^{O5NK~f@wllsRuJz6%ANInDz^zUPkTb;jy4Sc-D+{8B`?1<HI
z9aDE}a!1S_cy=||?LWugkLJTYNZN2XRZz4ot?6WD<W}0|M}DhE?P7xZ1uusyM^QrM
zj<rE^T#a6XQNA!=AtS7FBsyz-R)-FyG;+CK2u`juTvtxk7wbVXfR`f<ftS$xmAw;z
zsjNx~A{7p)^rFGClfos3>uYxWOZ*)LHrjZlT@iITV{lrP=)1ia@7neu+Beu^vA$XB
zG>ah=eZ!zAR__-<!k{i{)V6E36w8o*#a9WLsvV<95dir);L}dLGVjOtxMoOx-zdOb
zZbXbv&KZ_ov2YGpVpBeVdlH_XKYCaGDel!D3vB-*0Q(OMF~9H^BM3x+oI#xIEFeV5
z@fZFAfu~>i3v~A%@D~RNas7?Im_TUkKj1IW+VB5>zt}-w>>u!#FbIK(0>nTlOadSY
zkOqJjk^ypnHy})=2v7pyG8GUq16tV{**gHO4FURpp)>;<D=Q!fs~G}KOpNS*oecFY
z0fsh~mOy(DhI;~z01yFz4yFKOfU%jg5x^MaD0>2Trf#;TM%EyVXAZCc;XEr4(z6CF
z<%8g!4d~w%VEgD{votbx{CV{g{DDScW@Gp-aL~xg>?d+`FmeX9>0ssxaIk#r^fyp+
zG_^MZ0Y(=a5M*=)xBy%MZUE5EFPncrk56kLe=n~6x9E`rgdQKO{;$y^J1aBWALudA
z6-o_#>)U17-mo4_3PCXQ8i%lcxOTO^xV+$)9)uvel6zteU6rGnT2lTrMABj@wEkyQ
zw#zVHRGHjOQyvl~x1c@phZ|$2t@Zn*n~I0_<+Qz3qs7!ax5GQPtUCe}cKa6;sG*+@
zk1t)2QtRnQm*@o^u0*m>PSASx-gGQi`hP^dP^)&|?~6yHaFuW?lv{~HDf$c~6UmJ_
ztoIc}>0Hdx$=TG!Pch~jvH#MQdb_u}Qkwt6oXh2!+vl3Q)w;>>+T6_AiP5&b<>oRZ
z=8ek(vcue4aNkZr-%jhCLnxE<bj_QaRGSHYt{%^Hj}VV4X*B{dvqJ*?Lt{eRedp1I
zCHk3Zp3(04;a9|rtfYNjNs%p81LposnjM{7zMY$kU7Img-$@ps+7|rU7KDv`;E}t_
z%E7+As6eRE!D{6*6fTlUDW{v4`MAWe+Og@cIp2O>b#?x2vu(j7_(-;0`v)9WDnLiS
z$#J}fnoCzYovT#ugS~A3yc^~jmfp<PO!AD#AYpodRWF5sV%5Qnk|oq7#0RwWpo6Xg
z1H=@v50G<_<-Nv0*%UT*Jk8*t&aVaz)d({@gOIhon+AB*5Hl2(B*ww?UF-(o)$}P$
z#(trUii7ZZOpx(<XpCSi9b&+|YB@$>I%JkEzbd;Kl6^(#u-F;bh_0_NFZK25UU*Q$
zq7V=PnMqxGpzPjVZ}usZ0bYNVV1DU;{k#==E0hO(_?^?_jQnMubwm~?w+B3n7}Msa
znswRI%vLrlPEAm6P&>{6%dL5aV}>*St>akX?0Dd~0(IOE!Qq#$KE<yQe0~s6$65Pi
z5lI$_gxAi2k}4sSl;&x4I$!tgoU%65n8aAlthk8;ps=Usg4NEbRRUpP$kXWS$<in#
zelQTiaNHKndhax0i%)<bmKei7aCK7-gAf%XUXnWwzrOsQ%+O<U0RpF2U3A_KoBTQb
zBAaj=f%ZC@sK@ntw<`NS@*sWUY%s9h&Sz6n@KYL#@2P&Yo}2NjUB!RS`XMk&tAF{v
z2KIOy6%l8QoSwA~l^{61A1_tPC`*%bUABz-{rTvU-5V)Rqfh2?qsW49W1TX?+gg&t
z(e45y#wGg18Dc%qJq+MUVPuSb3sR`Z@@MUWY?aI7T?DRBsP<#_-V@_I+vrdr?)xw<
zh_;)au&PGu-j`Js6{%H*y8Q8Fp9(Ys)a7xo5hYfF9q!5}1BfMMzmy;@Q>zm&%=+c!
zfRBZX?6hl|T+C%0y9v?ck*4R8eg|Je1`(40gvC?n$+b7VI~ee8=ZBT{tYQy&u<OPJ
zlJIMLZsG3o-AHfl{jrr=X#-8AUJ8kY+yGJEFrFdW9sy6wlKTQ^3BC#CROjeTU+vv2
zmR62HH$)1fS<Mq%07b8k+woCgBr%ZmTfq~b0a0-d<G1rvf~+j7^+wI>@V)$mVj;_n
zJA|q{o@bknH-#{Vwl8T|81@iT<DQ|m>M4xW4|i*+UiF?%z+*3HUb-QegxnA4S+Ll=
zlWC;$8btyE`b>~wU^dc7Yn5wa-+|t`#4xnh^axkx6o^~`o*y!#z@ev?-+t214_AB_
zp=kE<D%8+7(Ph|vOTr{j5Ir_4xpLUx8#5`A?RxDGrCr<0z*}cX&<juQn>ypHd6Ums
zdCD0&(FFGm?iJny%XY}I(XS(Nz=NgaI#33Q(TAW=Ua!8vkR^;qi;ja^4TjOe!mFnV
zBq!=*|ADJq@ip_=P9X7g{QkkvloZxP5mbIL2iND#x|*PvJU;jZ?HCs|*Uxv)smjf7
zpo~$2V~=i#fDjlVa<dI{L|*;x%y!Qi5XWIs%H6XHA{n%dRUpFN%yTpFiS!*=LVwbP
zo5G-D<P5RMqpQ<G$bv;97rx-U(UR3tR-pt;lWF3lRZ#~fo)H89Lp0!g9=?2FTq!vR
z^50x^dz*VG?MAr@&Pr-@$**O)rBj3xN0=URX%EHes&0AIGfnk2rzIW3+PECq?(t^q
zdT3D_)^}2Sx&$aD#3;)wW@|KHiLB5ioKE|QCTUK6AL$b!4nyrgD_tY&qQ_xXf3}no
zuio7i@PKvg6kt@QU;m6y!!f`~%yk7E7fg@&L_nE9w`!)Nit8h@)F+#Y*U-sXO*Q$@
ztw)?#vGula)(VE+u=mL?5h?K$6%r+3V!b!+Qg$jn%#{y&Xq~L~HHY)XZHAm8>$=Zn
zQ5~6`CYu<{Qe`-bJA^~mFaTb$<i(6FUo4>T4%VA20016Suh{Gj$+{{ed1&JC`ggvC
z4WIFTHjJlL7i1a}UpB|7BZy@OA5L$7r6zUi-?HKYyCJsRkg#DUWm*?<tVPuPd?*zf
zwJOju#r?vD?&kTRN4uKlXXTa9Wonpi@OZC;(2orCirDLc5o63b0n)e!Bi0)#ixAZh
z9zpBC7b)6wn;n6Tnx#8m3=xt)U!5AHi@MzQ#ta<g7QB6)RXY4ypVyhXYaR(VATW^p
z^LTNZk_@f~W@dMxGejnrckYHM8=fL@XlOX}nGya}avJCMed_g0nB0Xxu<ZHWGc9c7
zy@(vi;L5(R>4kSdek}pSp5271UU#81$DYqli&>4DYUhmUQ#lk|W64@{li=S189FK+
zw6LJRH!d;$$Zgm+Ws*yJeRSD<>s^zeH5{B#5O=Iy($9{#NE$A&8bzb%{FXvWo^B-`
zJv*i^2;xTkj^zW4YQPH~LB-rqG3DA_DO@9zY+l42npdf_vtQ!E^2Eudpd)uhc2-s$
zdX4=yo&3q1NQohPj6T_F1Z$cJof7Q<`OCjFWs`KgqNmJy&?M4%uaDqhcrRP7^!X_B
zEbTt2b%+R6A)FIJCtf8L`L%~eUehAW%$FES$sw7qnB#1TI8(SP;rJLLZW?YiU)vXM
z=@pc0*lp>@-mf!pxhXqA;70_1+?C=YFUK(!DsV8gRe_|fABROwyIK}9d?B`ucM9$!
z<(lYMq>@w^Fk1aZ(5`cz2fY>E^JUoZx*v0M4n-chl<O29#8^I^#I8VGQ{U_)#HTs%
zS+QwVBb6QB8LALmWozjs7RGIxg2i6-6E10I6~VTc#@Lv1*j`DVa5l*%X=`I|6BsDE
z)@f(M4b}A&Gnnq=6J1{g$br&)f~9gFL|q;<L-!XER1cGC{1Bzm$KfyrJYZ?E(6z<&
z%V2|?L$L8?fJ9_0G=KrvBmx3HCvx(XkNAYzDFO40ffsQJV^y(=s(R-Jb-hOOj;*@X
zT4-baKBnLOTTB~`W!}UOI~SZTKlWpj5S^`5Tr_YL#}m9u($S3BSo`%tRWxAZ#|*vs
z?IGY!5i;84jA-BtFzV<?dI2)qIt&`5%)C?!-$`+iq6*f7w;0(QimFdcn^Q5>sY1r<
zN?36Sk~6A|_-Jir9-MHr<@2b~#vKJ><t8yHk1V&mMdFd8=)AOZl?989VN>XM<O>)S
z?I3zFX5IGD7*Q!qSok+f-WE`5IkpgWwWD>@xe9nCx|Nrux=rz!eXv50BPN|`E{fE|
z7j^T5=0->d`1T^T+kk_4)tFCz9R+P%-U@`=#os|cz&D^6e82DM#6FRibmMT_H2USC
z46Tg_xjVFT2i-h=?P08EE+oE63^jr*-YQ*T)X`W{<Q66BiZW|*eIB*>IqbGBPe=CT
z>u@)Yo@c_&F$kXTbXp@w(QHOPiNEZ*{sd)5`-YK}STimyUP(b@x;|euA8u!cNCv&w
zJTb8IZ651{etWzFy5r>Y9_}i`Hxat($ZNUwa+`fY!pa{DiO%Pr-NM7w-lTr3u$PJb
zB#k`Gt20hq;`VZrKe#C&uOWC(!}#PjxJxhVwz+uCQYFBLA(?(AU_WlzoC4ftGGV)9
zyC#L=0rta7*UGQ)g4oPzeo4gPOB{S&&flq)w*uVek4>J3yI<ElueSY!tgsf5CoGJM
z-fQu)PcrH%U+HDVyWj#e=y+-s>cC6%QnIgxeKbBfH=(#-tis~ty`1aE952&yG8>H|
z^n0^~jTDVd7s<R>Top3C*rc|l+I(viHN2(2GmeZmV<9ifC3UAi?`JvD3&AsJxdfB;
zhiQ=2=Ctc~5k?fR@WUyJdM))@g%*d>$qnkWE*T$ct4GT6ybnsmCMp8okKPJ+TrM;e
zzc$hV2wpk(qy4?@B3c7BPMns&K55?4S334Jla`G*lzou=SUh>iH}{06Gw=NQ&efV2
z6?V~31oM(<^h4IWUz#T3^DE@eFZ3c<{a8{EfMZY?o<ksrPdHWPj4&T=P3wkrTnKt=
zO#Drht)bIPU~nXWJVCr@4-)Q^vl&)d_{K6WB8A=8w%QaU(|OD~9Iqdvs6C83q|&DS
zTce68l3uFg>MmJsaW-oic@45-2lo$VSoN@qw&ctD*JNp^K?~@N&uv0P!XdybOk9|l
z1!DW~3W(9FHol3Io~$2{K(7;fvok(h&6kMsqtGN~D!ih-pER~D#rjS<*g)$}fCmF!
zK~{Rj<3VcS#G$C8JUQB2Y5l53KF?{6OKQnxRL0ZD(64;49Lp?}E3NKZrCB3PP>;Ba
zg4+w(y|#rVDB{=0&PRPF<bDY4*-FS3<=L_pQ#s-B{4@sn6bc^ML6HF^8p$d{o{cJB
zof2s2cXr&R<B#5otPPVUiRN=!Ru^c%j^lagg~7^*u%MJ*#sn5xtlyg7!&(|nF<<9G
zdUDt9=3lsgWdYjZqoQ|rzgRn*`rgQ$6@97+D?q#y@yx&dtmMx(MLnhCJ{{y`ir&Q=
z&01~Pu*bES);y~|^&|Jim@n{kDFQ8`*Fyk#bb9x~n$p&5QW~Ln+O>c!Go*kGccxNf
z&O9bfO>G8()xHYY@QvLR3GOQP4-7%%(P^*T4`%^951k)<iS%|LVkX6}QcbGYt8Gvc
z=}+WbhKq6sqM<hijT>m;QsLSi!JN4Tv2^oodU+fU4bEDYkTh?5Jrk0?WnyKMulJ>L
z#z7jyj3vu{Y-!{B&<O7Zu}@I(Ho`}_BL+}S!DnU?*Aba*8`mFa!kbHy$~ik#Y^67>
zN?5lNgI29j;i#}HXV7yz3)B29M`k32I1-!Jz+cg6(pyGCU5(%y(rkgrX=fv@DXuZu
z04y9P+wwXKmmQ^K`f=ex4E+?Aa9)&J5>91{WViLIA0+DNG^$!i{83QG4VIFy&hRV)
zqok-YnD2yg_{0lM@*WGNQ9K<C#B2l!A|$$9%53PZx32Ub`4rXN{V5(G1>PHS_7Q9#
z#u~#4DJq@I;YFbLg!Qct71Q19!#+Tf11_y>%E~N@kV;Rl6s}=wo|)uGL$-*x=n9;V
z=zHHSqrMLMT%3^O+xbef-EebgA?g@Vap2Jw?q3Wi)!H!j3dvG42wR+ykHkdyL~NbB
zxJT+#igxCc;vy1GitFA%1Ab#p@&;q(NBe@E^I(fJI;mOQd0Q@6(+wi@tQ(ey>2Ba#
zQ-D$N;)nE$i1z*dKBKTV(QBt@0#4uI^Egj!TH$gAZJ}L4Y(r3ICQKhNux{v3hwp7x
z){C6(<rZ>JVUG!)9fh4pxr!6ibCRjJgl{^GpfKk0fkhTAmz)@?QRCd=%8AjEPj!7M
zsgZ>uOK}h`Zd5kk*76eO6WezBAOdF*4w30K0T^Zq!loz8VmKKK*l-@xqh)o#oRx$n
zJ421zPDz;*QK@+QjGpj4SIU|z!jPYK0fG~1447gi-+(D7#{5`jI(Bjlc45dSqU+qz
z@wuXz^bLean6c`5g=t|lFE^kqWM?qy+W^9skjzk;^hTiKQa94BNIPN&5$|ee=Iz(g
zm^BxL60#vPB~iM_t56t&s~47M+MVy%%$Eb!w!PZcymDPy5A0WSYB*(WyQV_{Q+?0J
zbKW3a%BfRP@FkcNZFnoq9NjYd>|&{63uj<1rJ<yH#BTcBqs>(SEdzakuSE7kLaOD)
z3<ih@;mQ4JW2jSh33iu_c?CGQyw#?XnzNHcn~USrS)C*zj5}y0w^KtH=oiW+v_|i=
zGc!1IXu=QD;LL<S%hYqeIK#pt!o<p+#8VttIU<v68^`*tSNK4{@5^(ss@eZZ*Ga&p
z-mgADwK;kd9l=WE>xn~yhZNGcn!fBA?6hXpB}d`<o*$0w5y7m6DCLReUAB$M)<=CL
za{7u1<}Nk1;_s3;-^Vs?yq{7YUzR-=ec-mcNdgEPTDoNDUWplRc`vnH&ik*((TtpD
zD_z3-D0~@un5InJM*LAqNxFO#(wXG*+Lufxrf_&*8PO*@hD^SPyoW$P=2eskl}=oN
zLg~1vk(fCJoEmJ|oImDh->CVWn6t@fqRilPCxO<j&=^X+=VadCwMT2XS{__?9<{HN
zG4Qa(rq9Ttg%v`JE)WcV5N|dhR20N8qm+w)0(j%P!4C$ERedDbT!M1%?H>6spzq~e
z#m(r61YcIkA#f*8d7-&BDJikKs@L$X04Yg#xN>-8tHk1)gC>r!LpLeTLxG&qux6-R
zTWgRlk9qdq`*9IT8!7c}C&+udb=Gq+djhD+&Jl93EWvK~oxtF|TjJx(s9-;&OTRtz
z8(!q3g&!*C&AismQrZ>#`d>IIWu4ilYfKq5UY9olVb;`E3i9b0Ypx3RNpqL%*Yg|@
z<XUtmkT{kE;sO<&W!2q#T9#hVm{tSZm%!3I&l9qxGcEb<mgVP$3C<ck8lh^llreRA
zK?2V#!P6gIhQ;<V=)KFT6cBwq0UF#J&vmTI5>g@tg;|GUhLdGrt?$|PgvkK6yILd-
zmn#&kct5zYEevFF$mC3lE4#ub=1R9GCS)F=x8g+s(O>{~^%i{cXJ6MWc;t|&m2ned
z3Ia($$}@gN46A$snPBtp-~Ii)7Bur{I0M9Xr#Wl3vj^yQ@*j{aiYm5zO5-n0<8Qq&
z2K(Z9HF7G;mldgz(eAjXHx9qBH||=A$H*b4Zkrm($a(A>_s5D_y|}Ud8nu|+%?ZK$
ziENL-qum6v?&C{7bRQRZXxu6ptB_p-5}6q{iY7S~UomXr^x4TIvWg*-o&NoF{=};C
zZ35AcE$+t=m2A9j#a)!@MdyYcNqx)7K4R!|lH5O{`11N%le#FUk4C>=2G($HO%f1B
zG7WL5@9f}Mx*Ll%2a&j}uT!C|%X?TYaE|XW9-U=VBk!^mOs_E9w+U6*j~`AqWOcOG
zHt12z!j<21?Y<V5nI3aKT9Dd2fC)41Zt3!n8^6aj6e8irS&Y>vbS!MJ`~YujLQuKi
zw&gamtg%*_mAxJ8%xh7=NvE-=wXWC{=!6tM(>$WhA1g-DPI!y^NvmztIpD&kv2_Cn
zv~3`Sd4h{sMV|Ns2?ohYuZ*3KL3X*qyHv$RtCH7R!>5_4mUrOoKEbXqaMI-}n#e-0
zCHX=_OUtCnsZCLV%AoDy8(HV($@FtHdvH8%$?2tQCnbX)92|$^BMq2=katvC>NTqZ
z9-as7g`1T<*g^0NFj$$MBth|A_@WM*gMt%d=D5}L7INiANH*=&hq=1IP-+brQnnX}
zqcLZfc1z@!YwWh(BzzHH<r%jwEK(3l&GftuxfTo-05glT-_Y@lU}<9|BEcvps7yY=
z(t3Oy^-PhX9>j>@n|4q;@iF+GEg(7V6Aar@5ynj-GY@l<K=580gDz@-IyOxXL->;f
zCEo=)(3FqPXNN%Wy5iUj|3ZER!-snQBCqQPpyM7Wtk8H)G&5p1!_T<J837MQpC*<M
zXQIql@>afC_Ul2>?SWm|zJzxyo@)kmX}^U9EPcdsA91n>(UcHF_%r{@GBigSHKRTf
zbv4G8LhVp^Q*uFPQ%s5vjf^Nc)!sVFFh*TbYfTrk08Xq6cn;MM=Xw~p`GR6QeSMR*
zZc&!DUX4`GWkXj&I(!kLNPnmSnga3I+XK3Nas%GOo?_pGEOi~dJ4b#oa`WJSyzL{z
zd5I##Q>|OS`VP%wM!Z%Zi9pg2AYC@Sl(f8|ilOPu(;#~0r-<6uq1Y6RSOHyHUQt#C
zlyf!qeV!>=q_cjzjV3=ciJ6AA5{I4A8dFLfWi-z{-|LPq)8>>=fw_3E+8kh}_=>6=
zL%BULw*gGbpAKS;jmn|h9^<vp+L$ZGOP-c|Uuo=-sVEU=YoT<!NWLAh96c!K1!UOl
z4pR<jac6fpUQU_OjD~kpW1mLf^{NJAWvpMjh~z@f4kn7AC1OqP3Kb}ONqj;$peW-}
z(o`0r_2^T*2wk3nV<Lin5bZUT+(+zJ<i$=1>9(&*I?velxxhmp+geC_<&(scwlbnZ
zMZQIYNAyu&&v6L<^Hjwd=HTY2dz~`sz(hdKGOw<7Qr80I;Z@%pBV3ju+jVNmdJ)B8
znp}=DW1IWK>1<is9RwBy4J-BNN`4LQX6MY&vIC>`<R-=F@j+ysllaJ(wje)g|EDgb
zRD8X9>Nt0+t2I?=-8+WQT&0;?khVb>%xcb&OSlX)JYbU1y{$wd^6@w2ceaiWrlp2x
zb-6~-db7`bEi2@yV1i$`l8r3~jrICZgvZhm2~BdEIs~Kd^t99CcxvG)^EdmzXLIYM
zkUt>A!50es8wcDU-j@H-0r&5>y*~Nh9=&g%-H(rZFp1f@nErCV{jvR#3*<-pWBcP{
z@^AOsf8PH1xY_Z4aKCXpZmRrq`=jua>+R9e2K+b9HINg{>dAffAG~OfTO|M0b@uPQ
zWWP2|{<AOa-+02FzC!!od%`$Dp0GbYGWlQZqvYV^{KFF#scNRAIQ@-}X&qlAB5keO
zK8lxe_(PZ<ntdt#>RU3>TuxHx=VZc+Kx9Ky955JU5z#lPsE{}><mE+npE(tw3DtkK
zD6hXz(L5->sJJ6+Rxfp-JkZ|r-t%74Sc={++pk^n%KFZ8bazOJ+GUMQ5-SmOT}-CT
zZ6YTl5^}NS8XF&C@E)>mt>L{lAhlE8+_r9ykcCHxggfGGZ8xzACzAxJ8CR_YTIM_D
z;DZQxS(qOJJG*=~!>oJT#&`?mc`e~q8Af<kXNPB&c`f$95aZz2O$>rqd0~^($>I<e
zbz`_zZz5<6n-!WENriSS7Ss#Rm3NfBaq?Jz7c1>02=-%Jy$PXVmcXl+44_dh&SPbQ
z8Kc=UqQS2pmBK;CU>43(F0rd(a1NFw$VD74QEuM(aE8(o4422l7M@!#<)p(@ZFeI0
z3e`_oDF^s!%6pHDbc<@?!Cvp%$__(CFN?_#MTlJwu0GF-ur%>k)V+`|0YprJYI2su
z_o0yil+__K(sUF_$Wkx>eVpnHHNioWP1I5t8+~*V5;Z@v{m`6%AZ)P+VssHiK{PU$
zpp-C4%KeZ`k!-`#9_A2SbpGuu$EdooL+}>cmQrRx=L~!)3PlBT@+s>hQzFh8w<@z^
zmSA<ne8lPCq99N1^{_R%&)QK&QC9@nNQv+ZjCFdZQ=>lp4SmrFjs2B4bjxEj)={eX
z0Xe3o51zM152$eQGLZYcH`Xn09rY8Xg~!{84?1onq75%@zsqXOSm#W-X`aeei$`Y_
zAFPoi(ZSfLVGkX??$gffwOB!6dl$^QiDCHQS7T(K-$_Sv7?g^EB=C&z#ck`1r7`;!
z&h8K$`kQkyY}WQg8|!6UZRTv@@vXa2ZUQInv%VkCFty*YQyK>w9dq}wD$YsYHq&5M
z0tyj7X!CgWZWpe|V`8LbG)hIQzE?N}^B0|a)*vfz0aGq|f@tgy*GNXlvrWYb$<IV7
z!F~DRN6SmrtP9!HP)G=JeBP08u@;)V>RZLAC=Z35T979lSs%g>AA7JvI4&xn%J0tR
zBhVLrdPk*eOaA;zt+;>+f&!-28@*0$!iCAWgWFoJfmvVP1Q*xKW@())EdWDNvYH-q
zW0xVds{k1I`<*Q)j;Nb=J0XkwE<55uE&|7<r&O%FTya3-Po7Br9WXDpeBNEfFyhIF
ztZYnQI-Vn0PkyFl=t8xt2=t!hM=4;M*m4tLSSH;}zJ!3uX<+tg9`5o}u?><G@b-rs
z;rpV=7#V{a*)(-16&=3#{X|q1F)$aV55h{^Lcn)ZkU8Rh_pDGC+MXP?<gHvq7~+Cj
zZZLMAR*DdRj&3)@bt<*l0rx{7jO6^+oiS*a_8C0LAGD5XvuRj%$4qbr#o99UW7_j`
zSbz?KP1zm0J1S;9)!etrp7x(h^gWE_<H88~a-8?)8iq>r*~rCl{c)Oss~J$-wX4*!
z!DORA<JL1pDVr)sg0g&2v`+Q@2@YI)FTOQysbQt`_zKr@Xf-qxlZC53gE|%Q%szG#
zs~Y3a1vC4{(ycZ)<X4}I=NDce$gpp0`PD*Dv3zIwes0>{p*5O)Bb+^j;=UxEkq3@x
zF6nK%NPrnf{RaQSk)KX&*+#?O+kPCCHDG{rCz~YH{FRO^1dq8&Waau$mDMsPwK&@s
z8CwLg_iQwDNh$5%4~lx^3$L%bq+AC_%Nd!Hay_p0Y8BBqo9#xT`pf4djQDC_uo8^J
znN-Ev0n=S?;p29H$j4Kg#<T>|@hho0UN5&5$sTT$Tkyj=k_`$|Guh1Ee%m$9vOcgz
z($XU7^ZhmfEfy}J?vMkK)In|wQ$JdHSG&UM?>!#JJBz?YJ8P%3yx6C1YDKYr;rH1r
z1rp8e_A`I2P>1@-OcDnF4{;R{V!|QO^cc#S9P${zXk|9I>f9vBGZ`<d;dZyT$$5pv
zZO3z5l0?u7*V6F%89?8p^IJx}yP#)x+fv&o7$$VK;C>!s^Ajp0rbq*;<EUi0oXXY%
zcF&u2<n4`4t?Uxi?eC%?i80c@r93nEcA|m_Im%8j^}cfG!a$y--XvP3boJhT&K%<U
z`OS6_3yx@UCmpkVczV*uwmI)l3ZE<AH4nUwVB8OByBEmVwoy?EAu*+q&d(m>)dv#`
zF4&cjI)oACOpnV<i0uOi(QbA-tGg$Xw7)H<;b7l9Gft??qno7=wvz_#hE65!b)snF
zYs++5%BwG`$C(Vf#Oc-^Fraw6jlaCpyxMRyEdR(unGv}V5+vf|m#*BUD#%#kS6(z&
zI^3OJuuWC_qiRJjgSwvaN6a@kFJ^bNs$Br>jJbnOs8gVdxUxwqbBSt4!t>xUW7PFg
za+X*haqSu!RO1k|=uFx#w6wNyluH`3v{9CC)bvnu?KG>PvJi9ddiyj7KYB5@>13x5
z_2Tx!LQv)C3|R^*uzDt5(Nxj~txDw=MxB+%iel`Km7H!uk>}vK$%RD;u7RNt@ML{o
zHx>!L`M7gwrK6~Z?wI{*N#D8*BgTiLmV=8zV<?cEZJPg~siHsNm9V`(=LxK9YI(mu
zp0(lU+eB#xG4)Fo=VfiCi$*ETQ4jzd@x9~4hGA{px`E403MxiLg`g6{qndf^p3?81
zPk%6fCe(9FJe`R*eVy;ALE9()rs29?-41<S;zyx3@3|Dyrq6bALSkHMp9e|1Xq85i
zPO6Gm2-`HamC{3lH$fg6d!If_oyDY<xk|MpRUZd|VRRuIWZ9Sb6nvf9gUiw|YunxR
z6>vLC^{wjG*JVuOFPAVf%Oc(BsPr0@9G}CWmCq4u4A38YgY}<5>CLF-Pwm9+A*8p2
zRp41)G}Y5Ni><ZVb;92{(?xiCZk-=E(<*9LE9VMhZNk#BLpYF+V(q-F{up^OG*Da$
z?BzqR$g2P?Xj$uxy)MxxwASh7l1mNdIT2#rfodp3vapb2TU#%Pw<dgL8nBXodEL25
zlv4L5+lmNBZ_=bvO6S~J*?sF&Wzwsv0K!<)cP%ahiV|lzokmlZaO@N2sc0;uk3qoq
zSL^*f`?F08!ReTHm#I3>(A-3`!Ls_|g%iSA(){?`T8@+3ojF=teK%ag06SMBok{MJ
z0O$qc<fI5cca|nnKy^`YV9UtJ5G0qf!TvrKU&Yb@W$$66@mh58NLED&*X)}7QDo8<
zX(5u^(!s*EroC{4PG%(V(Dd2Ok%%Ym$*XFT$fCfIft`!6Z%3Qmcc!c}E1Nxmd<8z|
z?|fv?)_Uv)jaXqD3hMGYce@x7+m6^C@<a*th(zGH(7*SSF**VJXuh^H?c9R`MYmq6
zC1YUX3|4qlp#^nAV{7}jzYpQAo9&yhnNYztf{Sd4l-UnWI<1+8?C#|LSXpv1j&SL2
zxbRV!2l2sG58R=co!XK~0oxDl^Tt96kL&wpp^l?Uzopa>nJepgra_qFDS*aCyj@%H
z!$gmoMb6feOc`N1w(uO&^N56@&TFVo6?0v}Xr~kM<#$r&jS`6W4PH0xLj%wJmsZTZ
zp;^$Ufsknd4%_7Dsi`r3-xDv&IOm&>iX+D1)9Js(6(LD|w!5RY9KP@Mrl=BJSo}Ka
zS|Q`b%&4cThHS$oyn2KXw*-@~{G1{3?Zvgmd1+!;Fx{X~Ji`$VZCY{GzHV**nB^Te
zGt`GKkUH`1buudAN!|OpGFNc>P=g8S44)_5jV={uqO|st)n3}@Ve;@$9_Y^TM+=T=
zoX+j**K>sP<*95Eo77>;Fg{xv>UP*|abL^yT=e@<kl)N)>M*Z%o*^W1G0cu}<Z-9G
z$#r;pRzsWFHG4+Bq-&59-K^+zZH{7Nkh`=<*JLqdO$&avyZ7S6W4$zwVbe+mjj^)1
zu1at2WaIdx{kzc-QNJ2L+2>KLyUMgw88P9u-c9E08CDIvcPB8*cyV>A+MEpsGj<xh
zy`t%BWdjvo@8<ALEWa|87WOeJl0e|3xZ`WeVq_j#wwTXgTVv3FLay$m(FjXb*eFzG
zR}-b@o^!hl>*Vjc)iMd0$?(rER6PC8@s4njqvrvvP6+=V<AV`V$N~Ihyp_NJ@?~-~
zpNP$E&BwuJyd6ib&3+1-uU>9tX}TMCp43>4lv-;Zl&dIZuEFIi9yXqQNLA1SvgHhp
zOtS;kZh$cV)3cV++SQ&hwlH%oIiALGqYG+yExzY#9Y`uwF}?xTs&&$Vd^#f&F0oKE
z#qLqbxM$VfG_*ssOo^CQA{JxIk@0H>JMoO_gC>M{eC>9%j%?r1<C{>DZ-2~hm$l80
zx9N7hut=Big_xOSi19>#d#`)NteGzSiXp@N&{VbFdI1#^zoXl$rF@8nXWDN|cBLui
zS*b6wg<jN)`y)wR|2{p(nz?s+0MUi>c}!3s=n^j*dR@zY7CUjoeJSlLEZrf(=h=V>
zT;{c`Iz0Njhro_gEL8uZWWU*A<;nIAjE%6B*TZ^6CO@!>P7}U)7ixs!7<XZ(PzUOa
zG7n6s8uy-@sG9+EGJIC)u>k^L7n9GzS_m*K#*_%P1%$Ed4iM7b0(dqWW-b`I(O>y}
zZ<Lf^B20DV8lE>hK|KzlRv4Qbl$NY)q789DqYlunv*d7kUtHW6V8LcN4GRvxQH~_&
z?D;_!U#Nd25aGc_lKsA&9C#0Di>eAv?K{9IMq^GAF&3+ncJ5`s#hTbt&!Y|bQUYH0
zYc(SR!mB3S$P2-EueBSE)AXeDK;`*LaY~CAaNIC4gYbqoAt)w_r|YsOi)aw6-7k@d
zcd|x$>_2I_pSmN7^WWv#wM2)vI7`LFNR0979tNQZ_JulKM1Sk5jPhLj6e#{_Ut<dI
zLe+CKXQq*g2=a2M5^dXL%Upv#dL}u1SXLB~2(%8ix`AQG`2789oU7z4&YMoxy<Ux;
z5GlS~V`A|L<4$STVZw(!CVfK6u7DB2*Es}vF<}9Ejl=_F8y@|)TZy?n`lvLB@I9M~
zU&y}`CB17De#bH+Y&IqkXLrm6g&Y)e8~a@mXR&j*oN>yoYE1qI04-wu%fBvO{QY?@
zD87c7qoom*u#J^IXydEl|JT|X?I><TVfdb>u(n!xr8dNNVv|IK(af+j9cgG+(^-|a
zSAit65s;t|M0Q@S7k#9@LVqU&NEmHfiCj4+$3C`?j{z&^gM3cGoOsEDaH|<Jc-fZR
zH#av~o@YB`RDuzKLkIvVDk1|hr@#G<S5GSz4AJSrdoE3l!#MteuW%TrNuv!Y<Cxhv
zojf*ajeuI%ho9ras}ctXi>M$oolWV}zyJJ;k|gx$uX4gB>)Yr{^5bhB{qp+L^Za!&
zcSCwL>J6^~KxrbQ4AutHE|I*sA;=x|-`zev-o4WbrB|-jEATo<xmu<huk>kE#Y0((
zO-d@2V&T*2<P#~fY`I7Z0{%vy8{GPV#5vMjcUit5yss#l%){7wLUw1}Ants+r*G_b
zyZ+AVXZefCUDq|4FoiInVQjvpMNk^)<~!J{I+9Ee)lzUd^f3B(*V#;_Chs$|F{ICe
zGz1~ZQlbq9vus=Vbh}MLZ>|8IP_xhom5>JKQE1?xi5bz1IZVnR=CeU#Zhg|tmOVUx
zK@0PMk_W6%xSdD2PwziHlKU^&rl{=`x6c$c_rt$bui%@vX8{h~Ps0#8-UPgY`0E%8
zb|e_L3}zclK6B+s=?Uw5#y!S{W=9jwN7dUrLbd-=^+fZeYL-7^NsK<Hi!|G%*XuR#
z6oGa}ZLg}d*BP4HLnm`{>Dda_lgYQ|Yqin~TI+e^Y`$F~i~3>wf0oOoJsi#t9bRwq
zWfdFY+>Dly?%M`V=IC)a_hOBe!O9MfGi+i-($NqP3%!Mns>r)u7Ik5n=t%OGLHgp;
z(g>qC*e(kSPgUAs?TuwJstZ*;^VrrKzN$osY`D!l>>HyVxzKgFhK`#h&TD<T(_0}*
z?F5n&By|(jAKnUT?Df?m#*)@i@?q@h5MwrzTuE6)7iEk>4N>?_jROOy%%fPNFM4`A
zsxN}J0F8=CE#t0q(LsHYbT6|Up^+#p8Fy`obNEIki6svW=yZtYK~=ESfZ-#lCF717
zoHwclz#FvmaKpQGnc_~@26r6=;7+TqVD_Lp7{Of)mgwlY`rqu^GHDIY+T*qj;!I1=
z61JvcwPg5=(M+ta45>aHnd5-N(3UYJ7!J`}b(yQqoFXtU-8q2F?)I6xOm*iO>xgyx
z!rXy|`LyhE$uv)_B@<vCbjJ&sW{kD;FwLqv4zvfnMn}(4vTGOZIbA*YQnT|~HiQu8
zW0U8;w1jikKTA29UDdQ#<N<gPIXLlPfhDgIu^9pGF9W0xU$CBt`H;pL!5}pS?qN*+
z7~ZgJ@E^Fk;fN1qDcHTSg=KN~_D<SkXY}tH6~1p%1bI;frsW_|dhg$V{Q0i;51<Nn
AZvX%Q

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-reg.xml
new file mode 100644
index 00000000..088f202a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-reg.xml
@@ -0,0 +1,76 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-003-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='174'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='192' subinstr-id='16'/>
+         <instruction instr-id='192' subinstr-id='18'/>
+         <instruction instr-id='192' subinstr-id='20'/>
+         <instruction instr-id='192' subinstr-id='24'/>
+         <instruction instr-id='192' subinstr-id='26'/>
+         <instruction instr-id='192' subinstr-id='28'/>
+         <instruction instr-id='192' subinstr-id='30'/>
+         <instruction instr-id='192' subinstr-id='34'/>
+         <instruction instr-id='192' subinstr-id='36'/>
+         <instruction instr-id='192' subinstr-id='38'/>
+         <instruction instr-id='192' subinstr-id='40'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='198' subinstr-id='10'/>
+         <instruction instr-id='198' subinstr-id='12'/>
+         <instruction instr-id='198' subinstr-id='14'/>
+         <instruction instr-id='198' subinstr-id='16'/>
+         <instruction instr-id='198' subinstr-id='18'/>
+         <instruction instr-id='198' subinstr-id='20'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='201' subinstr-id='4'/>
+         <instruction instr-id='201' subinstr-id='6'/>
+         <instruction instr-id='201' subinstr-id='8'/>
+         <instruction instr-id='201' subinstr-id='10'/>
+         <instruction instr-id='201' subinstr-id='12'/>
+         <instruction instr-id='201' subinstr-id='14'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='206' subinstr-id='12'/>
+         <instruction instr-id='206' subinstr-id='16'/>
+         <instruction instr-id='206' subinstr-id='18'/>
+         <instruction instr-id='206' subinstr-id='20'/>
+         <instruction instr-id='206' subinstr-id='22'/>
+         <instruction instr-id='206' subinstr-id='24'/>
+         <instruction instr-id='206' subinstr-id='26'/>
+         <instruction instr-id='206' subinstr-id='28'/>
+         <instruction instr-id='206' subinstr-id='30'/>
+         <instruction instr-id='206' subinstr-id='32'/>
+         <instruction instr-id='206' subinstr-id='34'/>
+         <instruction instr-id='206' subinstr-id='36'/>
+         <instruction instr-id='206' subinstr-id='38'/>
+         <instruction instr-id='206' subinstr-id='40'/>
+         <instruction instr-id='206' subinstr-id='42'/>
+         <instruction instr-id='206' subinstr-id='44'/>
+         <instruction instr-id='206' subinstr-id='46'/>
+         <instruction instr-id='206' subinstr-id='48'/>
+         <instruction instr-id='206' subinstr-id='50'/>
+         <instruction instr-id='206' subinstr-id='52'/>
+         <instruction instr-id='206' subinstr-id='54'/>
+         <instruction instr-id='206' subinstr-id='56'/>
+         <bounding-box x1='77' y1='424' x2='504' y2='493'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-str.xml
new file mode 100644
index 00000000..3ad4b75a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003-str.xml
@@ -0,0 +1,151 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-003-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='185' y1='483' x2='205' y2='493'/>
+            <content>1994</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='293' y1='483' x2='313' y2='493'/>
+            <content>1997</content>
+            <instruction instr-id='176' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='419' y1='483' x2='439' y2='493'/>
+            <content>2003</content>
+            <instruction instr-id='176' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='77' y1='459' x2='106' y2='469'/>
+            <content>Lowest</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+            <instruction instr-id='192' subinstr-id='2'/>
+            <instruction instr-id='192' subinstr-id='4'/>
+            <instruction instr-id='192' subinstr-id='6'/>
+            <instruction instr-id='192' subinstr-id='8'/>
+            <instruction instr-id='192' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='185' y1='459' x2='241' y2='469'/>
+            <content>$9,594 or less</content>
+            <instruction instr-id='192' subinstr-id='14'/>
+            <instruction instr-id='192' subinstr-id='16'/>
+            <instruction instr-id='192' subinstr-id='18'/>
+            <instruction instr-id='192' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='293' y1='459' x2='354' y2='469'/>
+            <content>$22,400 or less</content>
+            <instruction instr-id='192' subinstr-id='24'/>
+            <instruction instr-id='192' subinstr-id='26'/>
+            <instruction instr-id='192' subinstr-id='28'/>
+            <instruction instr-id='192' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='419' y1='459' x2='480' y2='469'/>
+            <content>$34,000 or less</content>
+            <instruction instr-id='192' subinstr-id='34'/>
+            <instruction instr-id='192' subinstr-id='36'/>
+            <instruction instr-id='192' subinstr-id='38'/>
+            <instruction instr-id='192' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='77' y1='448' x2='133' y2='458'/>
+            <content>Lower middle</content>
+            <instruction instr-id='198' subinstr-id='0'/>
+            <instruction instr-id='198' subinstr-id='2'/>
+            <instruction instr-id='198' subinstr-id='4'/>
+            <instruction instr-id='198' subinstr-id='6'/>
+            <instruction instr-id='198' subinstr-id='8'/>
+            <instruction instr-id='198' subinstr-id='10'/>
+            <instruction instr-id='198' subinstr-id='12'/>
+            <instruction instr-id='198' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='185' y1='448' x2='250' y2='458'/>
+            <content>$9,595–$17,992</content>
+            <instruction instr-id='198' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='293' y1='448' x2='363' y2='458'/>
+            <content>$22,401–$29,992</content>
+            <instruction instr-id='198' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='419' y1='448' x2='489' y2='458'/>
+            <content>$34,001–$48,000</content>
+            <instruction instr-id='198' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='77' y1='436' x2='132' y2='446'/>
+            <content>Upper middle</content>
+            <instruction instr-id='201' subinstr-id='0'/>
+            <instruction instr-id='201' subinstr-id='2'/>
+            <instruction instr-id='201' subinstr-id='4'/>
+            <instruction instr-id='201' subinstr-id='6'/>
+            <instruction instr-id='201' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='185' y1='436' x2='255' y2='446'/>
+            <content>$17,993–$25,771</content>
+            <instruction instr-id='201' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='293' y1='436' x2='363' y2='446'/>
+            <content>$29,993–$40,888</content>
+            <instruction instr-id='201' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='419' y1='436' x2='489' y2='446'/>
+            <content>$48,001–$66,900</content>
+            <instruction instr-id='201' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='77' y1='424' x2='108' y2='434'/>
+            <content>Highest</content>
+            <instruction instr-id='206' subinstr-id='0'/>
+            <instruction instr-id='206' subinstr-id='2'/>
+            <instruction instr-id='206' subinstr-id='4'/>
+            <instruction instr-id='206' subinstr-id='6'/>
+            <instruction instr-id='206' subinstr-id='8'/>
+            <instruction instr-id='206' subinstr-id='10'/>
+            <instruction instr-id='206' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='185' y1='424' x2='270' y2='434'/>
+            <content>Greater than $25,771</content>
+            <instruction instr-id='206' subinstr-id='16'/>
+            <instruction instr-id='206' subinstr-id='18'/>
+            <instruction instr-id='206' subinstr-id='20'/>
+            <instruction instr-id='206' subinstr-id='22'/>
+            <instruction instr-id='206' subinstr-id='24'/>
+            <instruction instr-id='206' subinstr-id='26'/>
+            <instruction instr-id='206' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='293' y1='424' x2='378' y2='434'/>
+            <content>Greater than $40,888</content>
+            <instruction instr-id='206' subinstr-id='30'/>
+            <instruction instr-id='206' subinstr-id='32'/>
+            <instruction instr-id='206' subinstr-id='34'/>
+            <instruction instr-id='206' subinstr-id='36'/>
+            <instruction instr-id='206' subinstr-id='38'/>
+            <instruction instr-id='206' subinstr-id='40'/>
+            <instruction instr-id='206' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='419' y1='424' x2='504' y2='434'/>
+            <content>Greater than $66,900</content>
+            <instruction instr-id='206' subinstr-id='44'/>
+            <instruction instr-id='206' subinstr-id='46'/>
+            <instruction instr-id='206' subinstr-id='48'/>
+            <instruction instr-id='206' subinstr-id='50'/>
+            <instruction instr-id='206' subinstr-id='52'/>
+            <instruction instr-id='206' subinstr-id='54'/>
+            <instruction instr-id='206' subinstr-id='56'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..08e8d69e93166400cf53859adf790e0e231acee3
GIT binary patch
literal 26679
zcmbTd19)BCwm%%RvF)UdcGTExY}-j=CvAhqwr#YrZL6_uvyJg(r?1Yv=icw!|FfU9
z*3_67zlnjlDddDj=@{u*;3)czBC_G$6EhIo7<`1|<_1U^TbnwX5wpIeC;&vwEgg;R
zi2<UP`i{oJ#)dXV#=N|64vzN5`c`nRsV!QI(fECK?tQ91!O5mJ=LnpZ8^7mLf#f>D
zCWC%0CxGijs^SV;jtbx!npY2eKu{-nEd4Q1eDJNstGp8t8i!xjNxQPLl1Wwvm(Q_l
z!4dp<$Wzzjc_YE5;N;+>XH2{0X5B9;LHp_O;{Ig139IW9wt-{qXP2PS3T6|Yo0H`L
zEKa}uX36EPu1~^;*ML!rXTG*Q-IbM5w#DU$<)OA`6VLjlMSRZ#mD8u68{b_3PiF?W
zqHkER=Wope59e-w#r9%1Z9Z&tQT5+$Yd%OFvec48L@0~<R~?c>hw8)&e6Jf9o$w&c
zuYn(M*`4dygGR2$_!uV58@+IP2T-*>4jAZu+NLh;BMHxXc7AU#iY>kRh=-T+zG$_0
zbOiS&QY&9+z7xwz#G^IF%uFbDOT*kyRfQs-%lBv3>(30>EZkz9#G$D66>N*^o<~PZ
z5fxlSEhx3t4$zykl;p_w@9{jcJa5LmeOOD=#EY)tO8n$&t(S$v(-vWQ<~O$+zVGT8
zf>dZ@GeS~co2bRqnp;6bfArX4DEB2W9IQMa?vRS#MQvh~wqU-{drQdLGklhyx1tBd
zaQe~dWX3wM!`o2o3_m4Fi%)m7DdMuWX--S$$33|29O%?9&vCS~@hcZg7S`O>#ZlFX
z9&G4Q)0r5w6_G>cBoC5FJc;FUd~jG!Xn;Yo)N@LlHZ=2EU|X~bo2$*eOIdljwvWlA
zvo)f+Ohqv=Klxmt#g@<4@-iO`5*SLqJAbP9*c4Z`?HI~FRMY#*5SQnl+RsgRXS6*e
z^&U-4OQ}0tfyoi0VeT%C{=SHb<k3NQlmhAZi(Lq-i6AmIrfHyp;~C|B5bM%wrW&$P
zbrrjXAOmT4)(#XreI$CVBSphRy(n$6O{c1ugL>F#p4wFw!R$;NwCadFpVO12!kN#G
zx7ca+StxuY9j!?mJ$`c6@RiZpAeAneKq|*A!BnP1iABMYj9`Zrrqv#v5R5|Cv3rYB
zz<wV!rkZFWo85B3RoFx7OS7fcGps#5Nx*8{SR;;Fw05bghR3^0yWo*y#NS=)I*&Ex
zug&EYJH6Ure-6fqv&WtwSDgs6fBMv`i5MKjmd0cz(wQkDbb4s$GG=N>H}5C;u_(PU
zLxnV4@d&Br@^NIknKNTXF?6!)#IIKnCW!jFqHf)W)hRblm9l3-AWvcY2g36D96{ll
z0lsj0c-YSjz7=(48~1efNIqF*|Mf3lQ2{JTM)B{9d^$c`z6o|w>jUL<Ke(PkrA#~*
zI7AVAj{`680K2e6!Nw0b%02X&WgAi=aNhoLv+FoxRqftAGVko%9!3{B2z@E+Q2!qL
zhTo~#?fxRgM%M$OH<87^sBD4C25Od*d+c#;eyD6!E~Gu4zoFSfHG%G^fI-oZ7ymlA
zAVj?aY3Q7~Kx?_oZu9)%;+W{rD3SjPB<*QQcuc>@B^8<#>Erq@&C#ik)t_Y26(Sry
zvMhjy6~rF~S)(yt4Dcyi6LL1=|Kub35H35zE<tyLD#l>%FPN1XafnQ&G$^_v!W{ZI
zf3UQ9@M%R5$BPEeJ$J?k-_X<LyCPHrG1{Hzn<mf<ZX?5kx|#|cCx^xyT(APtUt;d^
zg}4Tb3;VQQsJ@_c7G4InMbGsySaLr|svlECveab)7K-l6=gRz-J})!4LR#~?D-YP4
zBd2$Ql)A@@X)&_(6ie^W3=0hr1}cw=je^y@Nt@L^gCy6F{=BWPE(Y&EqG?sY8e2iw
z8%OJK2x5g>1hShp?5A9a%*Muco#L1OX*k@ubWCaVw#j34+3G6gixy$9Mz}M6G@uVB
z^$_prRA!bMT-8ku&X1>@F~2Qg65`jRm6cZRY8XGpw-i0qX!pzvh%&HrqlwG`bG9J&
zW=0+<3OX!3WT`ye2oNPiXsz@cXQ@$~_JoTmg6e6X)yrEr$p#p+i>{VxQM1#LC<poI
zuktE#p9j9Sj1>{hE#f7!Ya?Lch!ziXy9g!*wR7X)n0Dkp3QAjXJqgc<2+>>9G;l6;
ztjvtyA0EO}FuFY-nIKh<kL801HwwXzH2NPCOv1p7hipR{qHXPb+GlY2JYU=am5gIs
z8`=FKvr_I6-;MMr-97*<qYM+@?yV*SpmDjgSYj@Zp38gnT5_`%l{mmM8_C^e_y;D#
z?o}q0wE=2ox9O59ML+1mYLHR`V~G{!@u{#v173S!<GIlF5@CdcOB=0RQ3-+93ws%{
zL>iErbmMK*5^>J-Sk7dl?jRF0Obv+E!=U`0Ped*A3s@VQ6HKvNo?KIHx;K-`dtvK{
z#K5vnY6Ezz%QCIiN{aXtwb&6l;7^wN3n97|bO&O(NRV>{#@rV1nh}Ensz4We!sI#N
zuw$F(Y0!|JnZ$?hhU97}f0j9}IP<G5`%iB0o5Q9{rRd3C-TQz@ruN60dnt}Re**<T
z7C&Tj7BZmba~9gRcgH?8%PN&mgE!UJ3&$)t6yDd=f0I+OAPS|ImLk1E4L3pokj5eg
zAb1(%w|b)?Zn1N^`WFtBmRQJPL7=IfEOmok4;s4{;xV&;+b(Z{jPL1HK;Nv`fdoG+
z%^aa`?p|X?pGZr^N(*6Dm#H$qMs<G9jDnCAL2K{iS0Nz{XT`C%3#iJwvPb4hM|%U-
z&zI2)drkaHH<$U-xL4M_2#gbh5hqe@KCfP(ESXC9Bi2m%t$v~5zNClAk(n5O;}iVu
z4}WJfZC2L=v9aozg5cU|LOw6vuv?WgvL#Sfr$GY#P>>3YC*Q!&i~y*cIRWXwx5?>a
zGwTNa9!<+bRRw*dpVReDVl~%obQAYO83>QTd7xt4^q;Q$q;I8dGuz`zHo_t*jpw1n
zA5^KQzxMB3InyhR<+~@t=~V@Oo<F=p{O(s}&g8lYh8|8IZo-!;5~w2NON&U_drpf%
zYBrjM?|v?YSr;_*i1|h^1i_$&v{}1iD3b2%=#yLW`cK3G;}CFLaH<_8D7j%T-L=Od
zE&dcSLVxg$oLQO~7?|L7zZ^C58>Zf!`F#t^!fDVBs=~TPRW7OclnL{K@dR_Kp_oVL
z0&Q2nb8`Ym73R#vT@%QreA$tOi`%SZFXLRq+~gY~v-XTI2)AA&BEP-lxlpUe4q{Nc
zmUr!tD{PF&T~-q}-?0i<QzJj3;*HLh^BZ(+tB1N~hTakHB1X{CmU6AOkIItb)f<Le
zXI>EzPtI}%=#>XMbg_hG!-uh1Xm+@CpPTqm)nf;u$D=`4Qq_ln<cz&>nII(9b6zZM
z2^dd2szDMC+Smm5{S*c^cBHxLym#Tigp|)d9kjc!FbXR94m7j1sU&RV&B!2;;~d29
zX~#t42i!N17D3(BhmWu=RH7Ak%@-gMo7ub`9>M;h7FMiYsC1jPBaTg+%VAQcZ>$}!
zqjz!WN*z~dczW>haENI*-w?#dY#2_jbF13b6w}BHjjz`S&(ESBKDK%`Y&gS0uQumx
zwWp;>kcAGjWrEjXl+M&e3W4SAP=tcG<D_ohV~m>kO3t%o%2*Y7HMX-q7|N;gBzeBD
zr+kXk&MNC}&705^(t=-uGEhvwWl#g5rsFOeH<QatQuHg;xhw~_j8b@I2ZAHtx$gN2
zOv@ncay}RJFlyh~CX-S@9f*%D2P@Y7ZSi7SV_JAF*Q|Cw3p@I^?+c$731Yq4`A6#j
z=H&V#JRBk)V6mPMD8S5Ef0pTgT7w0VGQ&nr;h40|j+mTcFrWfKQwiqOQ^is_QM;pK
zuuTB-vg#C1cfJR+S_bKQ&e-ljY{Y`0KpEZ5|9-)rK+pIxlrmPba~OD9H<*v?mN6`S
zI@v;Vc#c0b2gKJJS|3GGF;Nm#C(y^t4c%|w0}!x<LBFYoBCz1Ag<L1+tZ_`U5;o`c
zah~JG;rs8&F<7I+CK7Ly6_2tv8VfMAl&USR(C<A)2-13C3pXWcq1SaF9Eogx-27F!
zk?M30!ASjW`GTS9V}eWp#jlHmI0$iyspjGP(9znQ{Lm-e*sEt9r*Qr8w8-j^yPH(r
z+=T^J?Mef1)Z4bH0799^!W|@+P8C0x+6FuMz}Wa(v2=70t0TbfVoWYYr`e&FdVpY=
zK=Q1t&!!~QR+G*bE?D+J8&fELE07JvE1Vdd!ntl9zaD>49x`%+R{ufT2*Tm6@r`eI
zoS~`U2JkZY<Sn4mN0lmpu-73lYxY%X+Z0;j(8~6s;vHeRytjJ90b`MAW5_;isL5YF
zzS0(28!z~Zs?I=;Mo1%tgT2jT%8q~^eN$wfT6e12`~$?H{@qE8V#oqix`SNT2J^;5
z<1FgDcl)|VJe3S2neV2n_@a>TNQkAG-_LJ@8(mukekh8A*U@;@@3tUf_A-u(BNQ1>
z--84|HzXJ}rz||azh-J0Ug0ncfwuc)Pw-VcMvDu(bx%XwGFL3XQ{&Uc#yj32w)R$8
z@xa0O5E*n{ElAUaH2i8Y%qZi7oL)t}YV&KB^lWz-_K376{JwY0!7-zK5q>dEexDsM
z(P8(jWSC{PiBGT~SPuOKKT;f2yGl{Ypu%}$RkDsqYol_lnk$5@cm)yCUj-!><enj7
zNzm$2*6$|FW%x8eE7a@a)=hvS)}R#(k#k?&YE-5nwk{3ALf~bmICQ;Xe$&->pB8S+
zDdhW$7Jk+!>0}}^^=rnygB&6r6K)<0)Je7_?rg{6mprXu!i;FULW!X*1^>(8kiH7N
z!d^MUjsx8GQd}p5OnK2g71(Z>L`(F^q7s&ZUSCF5E3ssbt~bRC46cl1;2Ow`Ld~Qn
zxRyVNaW~1C8PYzXE5f*Ml_U!ub&YAph+)^AgfP6>NHJ_f8~OGFLIdVJD&g{?JZ(DY
zt5&<zqz8kzXo#F>Sq6efka6gApLOMr>igklsrq1pO$6zRxknIj%Y_v<1qnT{<JLhF
z7dqRw;o`2oX~IsO?;XI--ZoVvE#9TKa%-WV#o0rCb;`jn;Z2LLlbV=Vl`iM7x@3y-
zRYB7i_DA<>vhF~qjW;tZ>hiklj*!te8#tifd8|zJHC~^E4l-p-e4{wqBgenB*<FsX
z*=Qn)o5U3bPRs*2pp(;fN}<aq0_&Yt9T$g^R&B9AVD6$sTP6Z`ZM=8BIbjS%m{lfA
zP{5OwbvJSiaffD$FTgJj3VHxXS?jekR+Rv)ZvH`F^2}?5fxC&WIf#y>D}SHb+@4!T
z`rG^j-82`~qDOI>#m>EOUncXZDo5@cD%k5pT=WCOR3p1NWSaLNd}d7~$$Y`o(=w_<
zXj}URb>jkWPF%oNlis!yEQf>`209*AH#Pa~A;)B=fILlA4YCO-?d)7!*e(rDXwY=$
zfqLYMu8p}1*+2y2LtjkSEg!cyIykyt(=N>g4ZPW?gHdWHI9H(sU1Bw(3(El?x>_8u
zYeH6G@&KWfGNJP=f>kENs;3XXo|XFA<?YJjz%Hq#pWfrQdGzxPtRj08G1J$XuT-M7
z>@&qSo$a}0ZLmMci5wSE)A5&uqpJ;GeJ5!T5hxR=hNJBY9J0~G!r){=-Rzv*%s5Ed
z2uZS~`VTOEQ)1Z2U^|hvQo)LO$1+M<sm(EgFjX`{!(O=21aK3-hM$QpHpw&D7=P$1
zsPju21g;XW9BN++U`2(VkFZAkEG-^6VN-P}?;mzE$iC{Cu8|5B>XCPzO_3PslS<0M
zD#;{lj-cxp*$g|H6L{p_)2ij0Z%t~{7h&$HJ!x2+d3SO+EWJyA3AWH`tTLY~?4FQ!
zdcqVSSgt3M<ZeqRUtlUea{e|ecX^Y>ZXJ4u%u4%7vysjg3N)_O<DEwn!J6??)V`VP
z%ox;Ra_f^Yg3nAc_B(#H;`DftP)R$2aWL*$4TzjU&0}I3ND@sQ1Q7{eMy%=@Lvq4>
z`V+gXiYW6~Z}e*QfjhJdhJE&`6^I3|MJiDc*AAzaC;_RsZy7DV>B+%K`B0EMw6x;=
zs#i4FA~*SR_qv@70&PO#ZEj&=OY7}{{XZ}q6QLaVbf-Hm3Vwc>)|eJY8kz}~Ankh+
zQSxD1F=rabX&lWai^kB?T@Yr37A&>)oZEYA7TDUfJf-UGuATc8D=tQlSfA&;f2<lh
z#BrOiE%#5>;-R?V_X9=B99)I=K5Wx2ZW_=0rpvU#>6q?!iMC}p^MW@r1ODcxfaxel
zak&x06f=S?P8B+xuyu78Hwa3j^PFUA`Q*iAu?m|U_zj}+1;GwBIy`ijTF*6m`q>bj
zi8DcA=Z|{O#fLT$eUnT-oXi&h(v`KwQle6Um@v~Q*T&toGPJY-{F9)xVugG|D3yZp
z-=Pg%r=E)x6V!j27g)!n+4YYKXqzParS!y<jVhZMM@Nrv!(Er!Wu)UN8-m^Em3+Ee
zF8$<`Kw(B~9Ml7^wA6u3I5#y-c<r<@dE%^_c74>e_%@(On=sNEW_eY-Wz|e{Rc@}E
z4wUvxB2P#AYS-Y+dx-J+5{GlT4CDsQEtC%nuoT^#6gPqeo@}098nYYwP=^Ywt(LW`
zzV^C#C=89w(8(1ob&kxNQwYKxBu5}irWVGtND-f(dY7QWo7jxs`{ai!^tY%_*fz}5
z;QKbZ6q~YxEW3b-o)^}D(dIVmz~Qm<rgd*Vv=*Tm3gcQ+f9YNp70;}KPj#$t-IQd^
z>?u!vkE?c<{&gENX><df9}S_P{Wk9z;-isiA}QmSwjTeV1_fGl@M+y^D=z@s(Bo97
z5F=nQ2Wq}+D_4+nEkbiTuIjxHKxscCr)Z4VDLJB(^{_-m6}ikfv?kP@fRk7a4jHXC
z$ob5y&=Ug{nW|DzP3_JIk1_pGm~Slnge9fptWtOg-A2XFT?v~-BVXtmcQ0TttFIcr
zad({6%&G3}&+o?R-%cnBvIy9m$nNhU*?vguL44^hANZt`(Sa@x_EW1RtH6;qC6<HF
z!dqfRRC+M~q5xi~<$V4_i|)GsQOq*7rC##O2+6u3DdrLVP0%$DQ-h^kr+N0CEMFl4
zaP=hgbAlZWqi<N3l?~;e#Pe!ZLcsT&a8QZG)xLrHXSlfddeM4AR_^hQWd{a`Ba53E
z)wrUzgRks&@3Gy3EeUeIQN)(hSr$2#JTkUJpl~@&^b9h{7%Xf+6*i}`PPM=N;szz|
zR*VUt3t62pNBqTjjS#x^*tqz^#l@HjY+@K>C!Z_Fh?949X1BR>OOb1~Dhqrjz@5^O
z;ZPh)HkE3`l-Q>7s}8SIU8<u&qAGJ$-eY3Uo9Y5wsKC(b_U)Cz>mT)J0zRnhg{@Od
z5%Q>P#(CUR%nJ8*${TffBTwd;{A6f9BKwHDwKj2TuE@GC#6!y0#VJgu*}Pdory|X_
zsQS}wAjnh1E$*hMVlMc)PCs$J>u{9v#s3)tLAesX+_O$jk*_#$0Lz}fG}9v0n_QEU
zXQ$aWBK8j6_}E+YZetCbZox8-+)j@_NPiF3dV6k+8DN!$Zr0w-y!SRnUZh{k5T9U&
z&SCpb)^<FfO0h!vkO6_kc^)@zC;vjIVNH#%PP6f#^^L`^y{O`*)l#+eeoF!75WT>6
z`OYm7L;VZR+(RN!YE+l<oJyojk}>B9JRFs~c36E<QNAoP@JX|hn<wK%gC6$ebxN2S
zK@y>NbOAFCluNu8!2sm~aJaExsX{hy$#gHDh3`sAI)*qHL^1i!ljIPAlq!s)wdtS{
z&1Ymy4PPF;Ea*N$A<USDbu5TKf>~jU-i~%4e+p7GLUlJRqozj$#XgFy`5xrUX&FFm
zN7}+&{nlwXPrjObiocq)C6(;9Sj-)Lj#xX>ITcIf`z9QRTzmmeqAnJT+zDQuFx+Ni
zGZtHo#W(2>K6dIM76G^Rio0zomuhcQ_b&}$#on0&5v?6x_KzEjAhazqkzu&mqOy87
zSxS{|>dws4NvG2*s{@$52Zq$WUp5-f+i+9s%xt*(2J^?rcIGx4h*I=)=gN>o7IfvE
zJ=Vp>A6CrQ=GVTU9=PzE>;BZogFhRpb%Ofcifw#oHXd!!Li`3Y($f-FA}W?PY_^g5
zQTgaNkFHn0>u!9x-^fMoK5Mw;KTLejmkNy^CK&lOqcm^>>-xH(tRy~Sft52+B%8x~
zsLUfdqHEztW$vAzWC`9w9!E)NTRG|3RO7u7VRugjrJ%%7LZN6&*;g5kX-EbPA*(bq
zc>bJJG?0AU>ai4E(xO_B3tQvJq3PuXN=%wU#dl$mnI`3~3B%{uPBS2fg>zL4jFg9;
zt>U#bL#wBk&6A2r4v5sV=`)?*<fGpmMY0W@4zhlRWeGDMyg%1UWXb(1qhEFQSh-LU
zxW8RI)hLJoFw6_CHRYbP`k?lm$>zk@{Oq=PYsqHY2P(5|y#v<lmaII@Z7h|eYkJ|G
zaZ`P6?XhN^az^s3!5r97)M%V~xZU(cg%`l(v{t>@zCa)Lm~xwn!H|qAMM^i-eF<q*
zP9tEMuE@VC`Or75R2Sr?ph!k#=P=B}xb041jopXKMrSe(n))Z{7I<4x<pl{W*>z0J
zH-RC!bgOi1Xh<+GTKv=QBqJ0-4?1H&aleZ#s<0)#U70_xm=6st26qlh9kE3HJEl`d
zSy>~455o42WU_Ai97Hy3(HRKk`jkky-xp|U#AVsWmQ~Tk%KC4$^vExr8a~RhgR~#n
zk1Kn{Mm$=SW8;D^esn!|HviHV?e5k{khWt=HFt7>LSjMx^wn*(%!7_Q{(@$?8=2@t
z;0m5KVgykSFAgEK-aH;HOM}x{Vdg!GiugVuhltacUeqoYRE?u}ay8>$#=O+GP|ium
z`=);Hb@LnL-@J+RQx$?h_&VYlNt^+QSH`oDZS;xMdk2jn32oW$-T6?Y23r@>5)e#V
ziU(pwnss+hDyzbe44*T^Iq6e+khp)jw7e_{8^T8SjwsK$UnZGl+y3E=2vH537OX<w
zr8@u|EmLqF0^_{+%GD^(G*5WK*t@wpbH_yeqb6TlD)T#VpVH?%RXwRkRZD^wJ*(|Y
zS13m5+sHKwIOLdz@@kvsZ@QIt9sbaYtdrdLJ-d?)d2hcYE%rT?C57O!4r^@@uF>ey
zS)8cjfh{KpgpH1R-UuXhe^KHQ#QbWTgBIDZfk9@No0d=A98-2k^Hx`8J88;(|6za2
z{z;2R5PaF1UKWRdT#+v|;lpjIXhYV;95e%Jon{8N5Ft$wr|*NA01`38)~5YvR>Ri@
zsPp2itpZjFU5BYf>apa8@S@)16j~RL{eYk1xR-Ui6A)9Il6sn~cdk~mtlQR#vHbDU
z=@L$>+AwGIptlmkT3qHI*>h1w3rp;t%ieN|z%t(+>yP(o1rMFxT_ik8Ij~8x-naZ{
zHd7h-)s`GLW(2|K?Aec7f>(~)w*|4-tc2S|6@O=GsebW`oo@0=xk@398xIpl)U(`I
z4-e6_(-ho2VMSulF8PZ$DR(HT{sM4ku|MdZ&NkXW$6-Du8Cx6u;mdmo0sVhKuOINs
z#>l`5_eUDb-@ZX5H(O(XoW7|sK-$>ITwl<}l~|MEC7YFziI|OpNgEEJVB`4WDI{ii
zDP?bL?MTcFbR)hb8#~xI*&7-=yf_%;>}?DcjU6=sFD^)8fReGR;|raLtD~6WD=Fiv
z=MfGdYV$(Q$o5MA;&TKDy~JN?bRY)$DqpG;vbVAQX9wsRfL)+x(1v>{{YTe<t^amw
zzBKgGcjDL1I}igT&5az0HQ|6mQ-ISZeyQ9E*xElx8UG^vgHlM}QQy+W^v^2(7?`xN
zqrTBg4lxtcYh8c04ea^vwqGmwdxUTRL1}=DjlGq=B^*FjPWq);fRZG!qrKCMZ}pFk
zzcS$uY6Uj9S1$Zr^($BY%w>mT2eu4QU}S(}1cCt!GQqtd@;k@^$M`zTzsZ5+|DYDs
zcQ6Jr8Xzkmqah(dqhxMn>_8{}GE#HHR|JHO9SrTwZ5?gwi8)>?e4PS7k{5)`?HwG2
z%=GPvnVA4m`hSEO-!lSK&5az*95msW-UB=Izx?3-mpmZdOFk<j5Q;y4Y_EL&GxqxZ
z59)Z&@S6hoWnlrb1NdWN19IZeFEH=rf%{#SnVo|e`1~&Uo9b`M*VO-@-9M>;Uv_p5
z;5@f}@u8bro4&BfTEN=D{I9s8lYt{}bpiRy_%~Lsi2hfw)HNi9l$8GfOVGyB=-&hO
z$~cAJv+sXJjD__-K<qCpUpe##w}2dbeSjnU&AH$2zeWy3kQF$8UzX>8$L=*9i1I7_
zd*IUlyZrCeKi)58{%i|~12Fs>kJr=}%Kw7qOUg^mYt4UR2`uscCH+qv|NQ>l!oRfm
zyKjHLf7iv#{QrU?a54T@6our}J_soMfue$qmA>_VU2%-Bo6LUz;J;mRK*s$3F*7q0
z10P@v2qQ533g^Ft@|B@~!1`wx$hton{8GycD}Z1EfdxLV;g{J4WG*laeEw_?xO`ux
z{%hLH;(96Z8(?4vm<KG&K+N&FD1V3l>@~2Je?krH3os6>`M>rH7zg%`4G8h?zW+5g
zV0qvac!mFuaRFQUvyQ*odmYz5Vz2!Am-wGk;I$vWrw_0eMh1qLW9R?Aw*PUm{<RTn
zD9fuU$p2$)|F=o;dj9?YPYQO9|6o!7F}l}r{TqJ#lLP<29LPQ3^Lt?fdHyGt{zw60
z3io^Ce&sX}>pwODV9A%X{|9yfH{(Cn&|inp-^bG{n`HE@jQ_`@Oz=fo(4=E~PfW+e
z!1^*LU;4z(tPQ-{Wa{v8g24d<91MXX%S-BubfIti!Pwl?>?O*|4hI0X1Iz=G!U2A7
zw*uCtmM@YH96-_0*h+<%5m<$^xr4*Y?*4lI0hbsYK<$reSXf@NfrsUb=<^mJ01yM{
z1B?L10Anj7eFrmuIlvNN4X^>&0_*_}00&!rLt}s|!0p}ZuwHIq88Z_zzMk`c9}N_O
z#-`@he@a%I#3nDLh~EN*D&S@hqye%^my!J)+$-rHy!(Bn>z_BeUPkcG!$;`PD`1Qq
ztn9qJe_i$>P_j@`G{tNIwdNlWY{>su>R^*vJ9F)@;GI`Hr%Xp6f)e+(5CWAPIXcqU
z7a0sx@B<79Og|ayX+Ttf-1yrF4Pi~qxPvKEQ~b0FWxJVScD|$35F(2ih^Hf>&+hlB
zEms`7hWY}a*daa1ZMw<t<jX>40*xkOaW<^{jTnc(_(TS5c4XYW7k42Sb|J%P;h&P=
z4dJugK-oLXK`<@auag9eRK+6-%pqtLRbW{~eB0Wbq4-jJ0&zm;*h4f;?BXL}GJ0SH
zV%4H(QM&i1amDjBkm+RQ3uEEpK9Hf5VZme@F?F;i4Sww44bsS-xSLl`0V~oVMm19+
ztsqy-9YlVs0NIpl?<ZOoTYN9Lp(=8W9=NrE02jx9fc3p9W?G>_DK}bT>d-~9d*Vpy
zO;>037F?c0i(+gJmSirI0D=D_;iAuRk3j{yC0{M-VmLu3qG5(1S2>_!85_PzAO2BZ
z|7#-RJ>ZaRMz}rSi}~v*#1%vjq;_A-ISOk}e8u*W0x0yiBkK>xrYeW^f@;2)j4&dC
z<ctFl(pFm}tJN4(I%32EQOXMF23|ZTYh<GjgEAh6L3jT22h?lqZ|6tM7*7}$!i*nc
zi=%H820@HZ*5(GI7rgmO3`+q5!TZzPYLHH@9QR<~x;R9-8Z`Vp-;Iy>b=(_A1hRAv
zk$2$h7<{7^5?csG#F7q_eTF>ZeR7k&k2*sL4425Y496p`;ItKVZFkH(<JS))xw#Nm
zOuvGU1qiXbXSgHAPv84n2Ow|IJkCDz3bLj#9GG{ep!yYmY+Z`taJ(HJi_lfXSA?%>
z^_%_$!I=Tk$z#HXRKia)e!tgp7Q)!p!FfX<+~o~BuPYB@HFF`V5zzxrDi3EsG<eho
z=a3-;1~HCLZr?FV>3>>vSf9~(@fFIJhwN#D)(e&pZrRrWSuF3{F*g^?5T~_V9cLQ>
zE~QO;AGP_<HJq{%{4%{d7R;@Wt7(Yx*~FYV^}=qEEMEN>sT390EE(Qj$-Ir3CG!&k
zV33|(CFScfJ1!|?S5~r$ldNL1<T^U?I_qm(CEKjQuA!_(o2luTbW%^dLn#}aCnA)Q
zH-tNFPKfcWS`P;@FzZgrx<2jJ(KoF;r}YuV$90~Q1@`97?%q4X1(Q9TDTe5%CY2?8
zA6HTUECE|kTpulHJ`S8n_*4`MYa~k8h+sYPNYSyjWl1x%<%Yo*HwhteF8c<2I10ev
z?#vO=v}H^AP|UN=J<pFyc&ayQelchSUB1^wGFmo!o5S<I1by7GipN=(LOS)l?H3Dp
z7~Z_FO+{WV!))2Wlv{Z8P#Dp`o)vN<Wpak~hrkzOgI$M|9d^722-Fh8xazk}4{*?K
z@^f1W_L^idsT~eG!z_8K(S_w}(4Yx<d`{n=;ySUQ=}iDlXq&N|@;-;0A&wob15xRx
zo{DPC?Jr$+)!L<5EcS8YAF{1*kgu41pW%;ew+dAE&Fm1C&3ZWU$9*N=6ik2H{FLr>
zR@x)vh!zxz4d&VxexT%LWH%7>?F8$rGCQ1AbxqhMbp9h9xBuc?LGgZ?IJrjfOcu``
zk6X`<D$Dq1t0NX$!bwCt>%a;li<^e4;>*_7r_Zy6`(wB(Ri>G~9O&c6JaIAQA2Fio
zt|epl!wgw=i_E_~*Hs|tKUgotO@Wq1N1+)H!@+DBQ#%!DD43quCQMKeD5%Z!*R6Wr
z>I4^lEE%+-T9jpdKOwCC*;!lWi-D9dw=r&?=lJe?)j+73Q&cpiGyCP)LArl1Zsm}9
z?DW`nJa2V%U<9VkVDueTrAC>}AY~Q&Pbg1}8m@x6rqbF0p<f88ZQM+DxFeeO<txTN
zqpftf$~`acg$Fk8iI|Un9dpuO&JfF=uJY^<=!j@5H-t26WK>s#T;a1v@W!0QWp`0?
z#F35wm?C}UGCZkcrgnBdnrG{5RjCNQ{mE2>yij&1HNs>bHWf8gGw|RO6)1I=Iw1h#
z!RHA$>ZkfegcpovCi9eN>#IHoCB_rRS$g>H$V1N=W&Ug(1kmd-efdB{?31Z~&xio0
z>33D~>y$8bd6Od05tl$+O>5h}>x)SWQtf2CL~1`~vad;2k0<!1u`(vYs+kG~O(A)8
zk4cxN<VcGhIh@Gi7}0q0P5fRTOV;CEFf`c7@S7U;5~ZAVi|@*&pKTDI_i`Q#oBC-#
z8ana$r3Ue<!N)c0LR<4ROF5?wk7H_%amUhT3$#QheEC4m!ymk{X#HN5Rke1kAeH^g
z*ww{&#x0i7v0yd6m1xx7u{IA;o5!yQzoz&N;becD;pHsw4Yrd#_f@_ic{$J&tQ6W=
zj7X84gKv$E0;b@P@JksShhhc}^#TT$o=Kb2m~<t9!rMV#S{~=l;@~$|)AE`_lV+0_
zQ%YyHa`S4ooqskqrI>2mB+j0w5L_<_ZLn^&gRPWyY4`;XSFxoQmYmp6jdg<*>k|$e
zIdioVx4vy9?;b;5TCXvg)cASg7!zM+D*<@0b>3R12qs%&&|zokrgp0$KSRKhaC?R~
z#3Jfg^{wEz>n++QG%5=4re>{HlCntc==Cp}M)>d<b?OS)R#|p8?#F)8J#lOWz4yD7
zXVCZ`<rzQ|$iLclUe&?>M1cC=)XU#O6bB1X5_(U}#`vC?m4oBo2~ivz{~|=OzyB8@
z>LvE?g(wEL|5b=${Z}DM7@!DHc@d-x0EPfV8!M~dB9+ODsR>{T_*1B|Hn%o@k*sW9
z-gZtlFW1?DV%={s%h=i2`VV2t5#VTMZ)^;3bg=<A0h|GDfKSHuHvb}jy&6FN@A4PN
zi~RKu+4Vn{znGa=82%xDxvP9uLc6X_$EJiWG&jbN!$}KLJJdWpyiqAcA|x&JBIRZ9
zg;|e_<R^t&e@F60Ae(!OE)WF*qR6`jvu66+v`W+`bn~K!MMX`kn)Jz<fcv4A79W?A
zrW4)WjK@Bms_Q%V)u$^qP2Yylc45--L}Y321%_Qit1q#-l}tK0xH2;9<|usf+|cg=
zNd3KStz#4Mw(Si!_V`^~d7wB~e7a5z$%M1R9V}`Zm0Bn{Db*RZ-wQE%&QJ7I1#CvU
z*v;E&U5z)@pJ{(d(5?Nct(AWkJ|X%Iqoc^*$jMt^J)v;oz)7QpNuA)mYSvkJ#EbR!
z#8S>u8E@)SPNe&_l3#D89Ch@s!M9G{3Pc5CCyEees5JvcoWJmOYvi_%bL1#RM<x$2
zaI@wjQO(DM&0{}>EikxXQ~2u_yJS13twg38D2e8O%bpr%OkTUO3Z@teAAT}>^7ad1
z7)FEdWHnT*(4&Qb@2S;atca+nQDd(~)Qqrd|H8;OOr+^+)fulxY6&K)&-8L39?GE)
z#*$Xl0Pd^$Fl0z?dQg7IQT8lZwrDB_0GY@R=QMi#BBLI#0#JWzClQkOA)fqxBF^cT
zBZB?0v-=69i(*qv<KufK52GfB)(3`J7(Bjpcd3(B2Es6+WSQnQ&yVD6^Hm&|?X*uT
z5G}s0o3R`jM~l(P1tY)4gw%2zpRG@%q{YKpVjmBX@Hfcg;KG^Z*OMQ3Fh!AOb4Q)z
zK6E;kI}*dws~W8;<E=-d<hqj}x)l12S1<&Rq3zzVXNoH;*jERQR>#Jc`?l`mbT4HQ
zTGioT`q8H~#}Cvkd-10RN^5iQaQV%M6Cl!y6ZyycW$9sxO2Y6oyFTq)ir%TYsX$4l
zN~#A|AHIG5uBH6kBc`f}-Ov!EyF@-15QPj&*0Z)Y8$)$C>Edc7P+)4c%Ujm;$Waa6
z8_ybL21*)*mCW_sa}lW=W(69M2#SuYUSP7VYZrFM`ZQwh^7KZE%+WT(Q=~S5b>W+N
z69gt!wm4V8iAYP~5^`5s5$}SW*2w4v&4A{-@r+vV9zzls@`=_UKFo*m?wtXcG(yfi
z+f_se@=iFoFHu`;=-rw0LHHcuc<UtPM6D=+OcxG8Dcy|Fd?A*A!gphecI#%_tXo4c
z?V38V9?ln<IOC3aPZx)ZEOu4dQttk|?t|z1Y+0#2Hq5vfvF$tat-c8CcEi{F%}yU{
zrS`0?N2#~@sD~__+HMXT5`^D#Z^s#B`<n4Y#@UGH1RczU-Vszk`|m-1Eg%IzSJ2(d
z6h^;&e1dSg(m>>%z}A+B(+KAx?=C&qXw2>s6cNfPN@;zp-o&`al>YSeUU^u%@nZTM
zfh(Lz_<L9IP@0i5;K4&D7S^7z`aEk(L!3&g$B>*iX0}@_Z@}PFE{a))3=4Dg;I{YO
z9pIPlsh$G0Z4SrBs&x7f0BV~iI15dIQA7#<xUEU(GW@uFm6*?Y4AZa-(J<tL5F~Dq
z`|}6H;AsiQ->q?c?;3S58^kv-257En6HvZFIjmV?SdCJbmb{~;;Tw7aW1EDhqym(?
zA_sArr_{6(n}=XstnyPhkVFusw>|9&^{RN8QW%+CDRd+>3=*|H)Re?WksZsEwN2R#
zZaoosJ%f~XLwc9t63TI4DfGreFErOFN)$m#cgsoy!k6P>w!ck0Pd*4XpJMX&_T8FW
zURKAINU3yzi)O@x8E#5pA||`ZWKq`n5H6MO;rZx(b9xydbt3ADWY+F7jaDK2z6}&c
zA!k<PwBY4m6&S}(F4Xju*Cc3Eol)$na}nSq^~w`w14nS#QTQYL>t-63`@^g1q#os_
z<@e+kG~EuUmkLM<i+qx0EpEph+baHnB6WfTKYc4@Pv7vLL{Jpi$E_U7kCLibTW>F)
zc$ekOZ>7^W8xVz(=<wj<im6E8_t6Cv<Br(vkSpYW|3*~~X5s@VK3Kh-&-Z#eZH-`9
zv+jGz!QCFDN>l*7<GS15?yVE;c_}6i^JCJk0N$p(?D-)Uo{K?>QUS3T<eiOEDnmop
zbzKlcc9D06m~*_nnKRyJmPYVff5i?wa7UBLiVb{!m?~4M_$2c<H{EZgytSLxy8!)Z
zB1>_KNMy)TB@01C%TyAbAC?c<ACWK!8kjb0LY1S(6IijKC$DsW5*u6@`<d7bps5I0
zw2lmEinuYTs9nk%)FZ_V(0y~a`@Gj3c<}X}O>ea-8ZIPBnvHNuA$dosZ(g*|?_}>J
zE>M6dGtLYV73t)0=SO<$A{Io#zUC_YvlHP1zI2z*XClh4fqNUX?XFB*vKV@~RmBuN
zaaj6J=3J6Ly%ICNqG>a7G%=6Q(I%bLSGQh8l1R6)8^6<xO4n#g5M|2pe4C6lUha6d
zZ~B;!?7u69?XY?22MeXM9{$tgy!aAA$T4d*q<;nU!{-_K`g^%-q>pJOl{$1LPe?k9
zp+4{VLb9;92i))W#^e^Nzwg<VlswoXz-NurJ^zB7-c>~Ni6;iL5=4s{iWsy3X?iH$
zWvK!!jgn5~{oG`Yh)dMvp*jtoUT4M;Y~}+(M$3($*;<|Ey!v#swkSdj{w}cD*UB|c
z{DCHB_Hu<BRWeYQ$pT><gUg)7ePn7nOZr>-Bkj3`3BQ!(0pUlR>yAP0UTO>pu!%2<
zeEBmEifka?+YV3Nn@_gBee!obtSLcNO-Q1lE~*UnH<U6Kk)cB%MP3C>;Is(J^L|tz
zMb9xEm6_n$S(;Bj)d&e8%*(AQm)@~Agu|$({LCiwu;JvZD^<(dF${g2H!jX)IF|bh
zWvSr(aCzJj6DywEH>3v{I0?2(F?r6=P-u<{d@^bV9V*-SFLD^w8KXnx2^HOg!xNtT
z;#9xb=i)03t1#W!eJU`Y27dGe<t6EucW``nFy<_J{E(H#EAR3lMW4e=+;m)P*GjAW
zuy@zA{dkE^eYPmQZ+Cy8%bbI@0$frfFk4l=;@3hc5&h3)-oEC`L0hu64`*2IUiNhz
zdj^?7wjG6=knWU;EL?AXW*u!z#HS!H!z!wgj_j_bS}M0nsZv^5mYdCQDHp!=W{N#-
zd0Kn;^+YIo7J%{vDoN>k^W6N>(h7>FMoV8I3(T3~qW_jDE#-BUw5eV-@%(uAb*)mR
z`h=W@){5)Fr{PueL^cKxv`=KE$NMI`JgcrpD9S1~7f6x#LS){@p<Ui+3A|sIUA=v8
zc;5*PsiW4i*yN$qSkDB|YP^|2W(j9Xq9Vh}%Z6)4WDKf(e#AM82-wHWM7e$<`sVGp
zSkd_H@aj{%E4bn<XKH;Nla<(LuuJYjfH+TjfvF3Ltmy~jxKXPnt}*x1MQc%y`hIqn
zs`1BBWFHvfK&oz@^~6-!Y~+@$?7V#9bP0u0p2+UZk-f^bNd0Ci9lhP7o~e1L#kejh
zvV(C+8?^{q1hW~T0(Zd>-wYO(P8|j1S@|6jtkRrK(I>dI?4d8-u90k!Y>T+x`GtJ~
zAb9L_Iy~dg4E=XDM;W6<%xLHV%$?)(H{V4ZMb?;+wYtx+R>gL9e<({E$9Jn=lI~R#
z_^lF_`2`)fSeh;m<g+#gEXMV7+U+8dvw!yGNcB!amzw(t5yrpreVm&-#iMJND4hC!
z9G4QkK_)#+YZKxU7yp7ai1?{UtsFJAnETBkREH1loK{|lRHz~o-sg}wrL&*qkLupJ
zJ7k{qRE<wc&G5I+_p*~I{(+S8zckq|REDX}KYt)*Yti!hGR8jTMaswN(+i6=q>xFB
zH#`i@5WG~4a4enJNju(0A`jBSR&d|l?p_{OTaJV~+R<&{D3(W`8s~uUP?bDHDbLu(
zuf>h%VG#*o7ThSoQQDm1*YNPZ%|~-`yc!+Jf=Nedw|sh>qC`uo^nG9QP<F*A%w(h7
zVLBKR2bJFYCvtBt{-9e5WT^v+6c+!fZI)z`uMBEmS6iOW1^`OW@fqCX*nB@mH1c`D
z`E<sec1a$+Q(8QKA-0tq&Yz9o2e4*`F@Xc(2S+m6U4H2`oFba8w}|k=4dTI<4b0Bg
z%B0}cdJH{*UtQo|Ss1J2CG%zuF2}n~=@RP^y25x|cU)HxpwL-15K!qnIA+}~xE<_n
zFFz@Qv05rI_KmpS59E)Q?Q0^e%l9KlPm3B=c}MH**mNe*No>;ed}$xUooMLY&->L)
zqKg`2vcaHYPiV5?LJ_`thJcDaaKAQcB}0U&kvVUo?I*K-F_oNktNiv7+X&XwR62;c
zhf=x>J6Zi}XrA7hk(}F9lFHtv6$H_Ut;;^d5mFqs1d6Lr`BJ}}t!HqVS=sr2qj&!8
zh5y@Y@$U@x|ARy954%0Xi^}<8#|HXZUK|K)f9aeoe;MvyQvXHgWP35y|82Nud@<wy
zd!3W<#R31n817kLtoZ*h+zSGP0Kxzffar?}{{uiAAO(2w<^$va3NN~-5<nTC3Q+$`
zBek@#{!1@4vaz((w+CAMU-i#F?EWuWI?()Y0x&UmHU|8qxth7zn!Tu|=75g?ix<y;
z)r)W7A8M>Ez!rGB!qV8p@ptIAN^AR~+S(Wa?0&1cMh2Fz1zvUDm&orj|4jq7GB>mV
zcGKavE^O}lKj_0QKzGD{(}|gY?i_{xvrf#!@DA>k^#AOWU}a)v{)bK+<_fKZuDbYK
zd^oD7NxCU#@?i4eNL!w4PF^X{tlV1<G*2~;7M_+MUOPUoPFt^NLLhg+f~9xm{YUa-
zVQGU4|L!dud$%9Yd?9W_9H%ZTmjvwB`1IE+ZiA<{JZ+yv=K4_*Kak@#@ep@Y8H~=9
zBbUi-uEw~EcFUrd31xXwL-~*=R~U@UMNv^P{TOz=KDX^dXCcx9>cQzX`p|}*;13UE
zB?Ux@`Yr9F&gYh!^+vAM%;C<L0eya5n`g~w$7g1yR;L8Dt9_p|rG#^3Kls)t?tLvk
z^U+_|iQ-*xC@DGi@hPdpl?^XnIY3)Sqen9dD5*vaEWfG@e{+3t1$z#MREc<5<BSM{
z5E9C<$J{qAHfP+{u|PBRSx2qj$*Y`$^rNS+my4IGtCwu|(lw$%qL2Gta=Eqz5+}X}
zRx7W8P_AKY4DEts>ng`iJLTyJZ!5jWlO}jAq&3n43jRi8{h8q*MXj?W6<`RE$ZL3&
zy3ufn6+1_(<*QGmpJ5QgfMxlP6=%^~x}(-WvBGMO#gdDaVDalnyR!i^qv|k%rq6Nb
zjDZ7#%P?q4NJ-a@{$T~e9M~|5Lno#|hF(Z{*qp&I&OP>`uT`%lqXR8&Rl9H^g^Axd
zwvTvuP$Dd*S6HX0;U>d7O#dW<O-5#^u&6nR(9RiH@$POlh${tj5>DQYE|eg$NY}cX
zoeu?3VW>3X6uc<ceWxfifwmi^;)Mfig`x6gqCfDL8SYLEy?Y;cop<MYE7~G1W9Va9
z6FrQQ_3n0jq={m~GFW)69@MMAP54hJ_)-|mJ7ZxNskrmw<;8b4hrx#r>7?jpG`lrZ
z%j@;emr&~*E0i=2Xxr)*4Du@DFG#~cot-X2az=jYg%3lsMcP2Q;1;^ipZ5q{N5!{U
z<Ajl&W(mXIhJ4XIOYT3zb}QzjpA<$sffB6MoK#FL8KT<`?|KWncYdNC-F!3A&c49L
zFqsf11j-l-B7%-Q20~dVKsvqW7BaB~Zz6l&k(I%H^^<E*B&uAqhq_%?w%(*Kp=M%C
z)DhpR)Y5=n^~P!^5~<=Ka$>f=Q&YBnm;69>3|YvlNa&Fei|Co><Oq#anudhvG-$bG
zE=3Pj(##>ahBJRSa(`HS{aY{bsaHDv+x<wqVSXl%!LNDzk;mIUm{Y1ajl!Ql_50a=
z2-VKU9CjCvv_jT_JsNizlA-^$R^8cY*t4qSlj!eeR$`43qG4w%wyMBa`!;5go$0`G
zsfeEocic=XcrrdQ6)}D`Y|6qZ&N7Prdoao8(<e$X!%)5h25aYh;pC<EMV3I^Ht=N^
z1G&p|^z7qEm?YAjrUCwrBd+$xH;OyW!kAjOV<vE6VGz5}ZQAUgfBnMIpNBS!&WXTd
zORedMf<jrsMMkp5OBK&z;8^*hM1Y?WpBUerCH}!bU#Oluk7Zg;ifzi6V73x!ikd3i
zcuyJJj8ZN0INl7QLIQ)MYwy|^yn>h}>wyq~3pNq4a<Q#$2Y;XfwG(T#?|Fd&HJXaB
z+f|hsGMk)<o8i4&PUv0kw7<ajaeEd-5mLIjAKpD{4`96(RrQH*;vdd5pp6EJnOSxy
zZo0NwEz-mqPSPdg3UC-&>W*?aWr78%^(5hKvSn|Vj`aD2TZl7wgfU}H{fET|dc7;X
z)$mlmg!w=U%UK91V1X}bmt$rc)f~{I#C=}sGD_8;X^_o@pZ7c@xeoj#m)MP>?kAEg
zn9sv?1tP|Ks46dZNzaO}&z~H^8!l{t*$-ZKdQyTDt_S^GgM!wEaK;|k-)Fot_O)x9
zY7I&SISA7mCeN-AiYj6tsBgb#po?EU0lSXchk~d}<q220h%ptUDg>HGwz7_GnqFHl
zhc~upelIF<wHIzQu4{(o;l@AItZD%Zc~-X7kHiB~`Itccpf~fJc?_mITOEm@wZ*=m
zpeS`nB;{QDJnFl$_pUgnfsMS>sCe?1UQb!0t=uAVi!ldk<_~DQ)NJA*LCQ4Pc&9`<
z4xLGxqpO}*Lh(Y_G=5)3<oEXdJ9E5M`H=YCqz|9FXrmb}OrJih3HYrmULV5=Y~rv8
z#Y~R~V1hbK|6u-gPBB#cksl?9i=09X1}6=E-BmLvKNu1U`h1-ok4H7&yI!<WAt+VG
zP|)|mg`eBKYQ>>a^NAgUw}^tcS>s)+9`@AY4Ii%xGny|7GZrul7Sd^_ER)l1C!w~M
z@&^<GNj2_dW-GVi7D%6+^Hod>Ey7CS&R_$b=SGU!dg25L@s@L3dg}XN-KH>~lzZp}
zF+RhPJ8kQxV@&;g=&FJV%z@YpnjT;rcYc#hioF_}q1e~i{cQ5U*-0;7p}|0?f#56T
z>^LBVE2s~5E~lNM)!Z$-5UrI)v&lA{E1Z&cYvAw>V(I)X1yUDXy?B%e&KX}cd8*~0
z+`CBy10R}eMrNM0+Iiix$IcA0Lja_Nh5<F1_g+cUCYVXTZn~t=rtJju2!NvhuCqDy
z2vszM?PvE-#@X~=%@0d$9W6m*Dag*!8=7e=YT`tt2hC$HQmlE&7!0_pkg7D9EknhS
zwkvlf*ZR>!OOT#&g~U*8dBwxkdE<S)t9ShfW-H{8UT9k#)!+Hbx46oAx!kRIRDBA(
zGsxkPB$1Tzp^nYd28lh5!sB5@EXKF&t>Nn~=mUj3Og<2bdQDRhKz|Nw3aD}CD0Xza
zQ1`G5*^_C*hPz3dQex<UXK64mK9v!Pji?h>Qd0UvS~BsiI_ZeRkuYP%{cQLgt)!*K
zQm}%Y<Q*k-pxvaF^-ks`)`oiw$22qn)Ho5itsTE5Lx2f*D=FK&t&jhsElLCGcjoMP
zY_thW;*}ql^xezR6Jl;)cJGIRp!Yemz{X`9<uePP6R}Y5Jla@p6}*a7`(n0DT<-PV
z`P60TcgbWF&2MC!oVcL*NK@1{!a2p9y(ov|Nl_BxQ=<n(3El)D>8C2RB7>blNQY4+
zPthI7n#W3hxiJ=Y=^02Jm5EpSc_m>9TXH9SE5GcP7Uy+)jV|>jkY;$j8nkX!6y4pN
z<=$NT>Cv*IdD4F4w#_LqV!D_`xA$}`1?Q&aQYS_?rtVfq&<v%Z{gCOqBB?naGz*^|
zCKn_e#fx_84y&!2rv2UcSHHA?l8H+Gp-?#cLm+xhiWK)yHIAQ@hrYBsBQ)BY!14A&
zWvwL*$;2%aJC#q|rz&dXg^4u-Be?u6ybA(P$(va3LS+>b;jy57=$OuV$hTi`ASBS!
z_IofK4Yi#uO3#Yi;j%T=Q)j-CUq%IN6DF>K8F4Mk#V8uGbju4&6~UuY^LPpHsX^`8
z$6O{gFKs}P*piVPV@O2b>{pvZN(sowo8myzJ`|t!(|sGPn?RdL7|8gl05xPW!r7|+
zjGxbkrndl@uM|klsMbNP=#7?*y*jpoCOB(F(+X21QziIgSu&5Df_x}ZPTG(Ry0m*Y
zxh)Ha_7*eg$eA5k6?NvzoSb$K2KBE`jkjhZ7L!4_HAg1iUjpJSwa^*DoVgD_KXo>g
z&LBElS<9M0D$b-jeG5QSf?*kGSFuq+R2)P1;JbjpyFk#Ym)(9ViHcE8OF_o2s8`1G
ziInwFFa8Gw3+NK<fXfekO9695MVt6I!uhv>7sJU?IBBuzm2M<7HcOs)-lg9rRbccv
zGvAUT9!|L6ueXZDpoAZJUv+;+`c{n2Ai^%6UnJ+y)A+4f@Cr5&E;-YW$U(V0AE4pb
zM3miz(uME(!9CugB-_u;$>>6>fSp`GxL(MdtBySU!rkSJ#j^1Y>*`|#1`Lb!^eA1_
zeladR48#G-A>nD19))8^GpRJ;WI>dlZEx$?z_S7JBR8=>nrO)wec!WB_hL{?xhQHl
zSx5;U^O#gGE9Li)O`$+4r`tLRR{pF<NvNBcPs{|Te%N~bh?P-D%-#v|TWeu=TZys0
znOi<faOmMM{V|0XlY<ibcUQ&9v?TcVn?VY{^o_;Y*WOMlV12Pq_YUXsQd5oRPDIwS
zi=5B765s9b6?!jFKy<YXa`y)Q|7-2K<C;pkwxFN{K@m_ukWd5Cl8}U6L$6Y$Lm&yg
zm(Zk3Q|TfgO%O!7Gy$oCiWC)GdXtWVAZ2Mw`7Z9dtLuL6SAKi{x;Z&Bb24YnB$IQV
z=eq9>@2#jfJ|0jx@kYX|kE_s+cU~%FH_14tY{3ZsdQUNgCS|L>ZpOq(O^N6p<V<2i
z#TO&a%g%kt^mdEUVe@fUYk2+3CSqmi;7{ahI_6_FGbNu*kni}&5FrlrT5=?tWaG4&
z>CrR6xoETz%`1D34$~N^jsg`^nR7kt=Q(wXwLzOnHsAqlS7Bh@uCftv6}s^P6Xotc
zMU<D#X{USH25Z-KhEu2wcZQTmHSIP^=Rpk~C^avYx3RW#Zz>HB$Rk%EJX1X<=I(uB
zntCBz(s)MDV!A{JfP#TW;@-v=SzIi91b^R$RC#HtGu*m17`aV0flU7p639u{17SFc
z_Q*WTAaa>1#D$%QL|ij^#s6KemU*k4E8JBuK3CLQ*vzY9%r51&4mOmT%+BD8KZe=I
z;a&ftZ;pu#H^t+~>|RwQOm1E4LX}Dk;Vw79(;a>P@ag$?A(F`(Z_uyU=lm%sbB)|e
z=PPCFozOPq=N08VpSD^{cfTby?iA{C52cu?s=7SD;pRed`WAacrF#l)F|@~qdT%kF
zDH5~Jkuqe`{@@Yx{$74@<stFL!;W6IEWu9l03&j5WMlyCNbe<up;XX80o(R6$(G#8
zrz`mt`BhIG%@0ts1u{!Du3j?c5AN@D4$(knsvqcTcE878X_9SIkGrt?LeBG2Ix4!k
znL;`pd^nNtwlnOvmV>HkxzkpHhDA{(35SyLJk?M3ena@n7T8myR(C(MryXxJ@i8>t
zzE_pqq_o*8(q2)(7|}ziYwxPB!>p!9zUPO^K{iz^@|KJlh-U@o7VDF~Ujmm4K5Z?Y
z(pcP>%L*Nx*(0rZmF91A@SeEvaZX`fs6@O;$*vi0UHXPf<GqPG3^T(`m*!G@^75Ma
zTd`|GV)ii&Txbu2q`rW*X!N8c=Jm{g%eHWTT|(ro-isZ=Q{o4~1;l~)e%^Bkyy|FX
zSA=lIvrc>+CrdJ=Sh_)0OG4v-Q^2!r@&&0ep)X9ljb{?VcTNw~@%k*=%grgvR)|;F
zFLv@j*c)nK>%1^OU6v7)p#ftbq)Sb-e$%{A_}f8woq6}GkB?1nzOIwKEgo5_Mi;6k
z<#}#o?kF?9;!e=G*x8}wKw>YhNQ1=m8aDL~^>UZIuDc78`79a2!{d*gvHZGzVs0H7
z2He-{dF~9#TJBspJ+7ENp7JD^NC}E}a7hauDZ5h;S*Z9M%iDD|s+2)u^)?gibzB>e
z==A4=tUUavbEti~B2Qr%MIVV1c^!TqvCPVE$3kKn-(s2WFE-oSoXtSK@zyi+CdiPC
zEd8-r0(Swp)%^W*WiPV#%T&<ty_3w_iJD=zWGk+iXXWxX%OpyjI8Q%Z>LyfYUwk*@
zU2^gvx|)^b2`lPGVl+qAjn<=#gr$%egx+-_lw5z<4o}D_gCNCys(^B1k8P6nBi8w+
z6eHSjapjWRXUQjfx40`U4pCv6%{8mPYEb6$@skg!tO}QV(p!$T?1!b_X}=%W{E$I_
z=W3bdeGL+EON+h|=H~ep^2Xw@)XhuQX`0Q?YFbLuOWN|fv}`UPmCtsYJ2hPKIw|MJ
zE!Hz&T5P_)ka^oAKXOxoUy4X~TL2o(7WiTNe5b>p%^=;NFpHnjfz$zO){Ez<M?D$-
zcY==|E9x4O5S=`K4cVGZ5WJ>ZK~3@0rs;z?5gUW$yU44h7d0d9COqKr7B%92Oj~N!
z|0^k7YdW*`)K+1~uEL?X0-Y<qD56@F$lCnZTN^zrGO>!*%EZ-LB;yESvav2!Yh`5z
zj0!_WT($~s4s@n}=5+PMuG8Q<#v$8b0|6pI3kJjjoy7WWh%ZPxQCmBaW^F9^#J$e}
zt#&0G&5<4NR&I~euO4P<lUJ&wzG<j!9E-a>6kq72#xU^V#(uWU=IDw2MosbBwvHr_
zNB|@kHISx&Z10<G3FGo2EDmJTo;AuP(x@$)5CZ)IQ3&>x(-7DGlyGXwH)BUP)P#jx
z1@U1$iG*pb)a0o4gT(VgX#K8Eb8RPM!sbr$@=%Cs)!MX>!{{5#sLCO3l*Q6dE#y|V
zr_Zyg!KA86yue=T@QxUU)#uZT!6d85y&$couqCpiV(HJ^3?orvGYigHeA`}@T4&aj
zAKI10)3g2BepvirSrIXN!Li?wcxs}{&2=V@`3X#;k;l}4Djz~=%VD;g`fER8=lr?p
z!24DH8;_{qH4yIF1#0}O!|X=>v9_txDb_Dfr;N9qgObP}`3Ft?b}QUZeI<*WiX=&E
z^U&7*Y|cB=QQgn<6IHxOcD<K5Ym3N=uvHRdnt`bXvq-7q#p&zZkT<wb?~NUeKl7Go
ziKTVN-sMt#-{rYE)!AV6Qi!5DeMjvvx#JTF(a%D^xRUn3dS^ns3<hq=nX^o8DeL?0
z!<W55!A~)jrIl)g!WKD($=1Lvxl{X0FyS>#ZkM)O<j9-DW4+Eg>m1P!lOCeauD8aY
z;ZTM5Gk9{AbnDNR2jN=k$8D(YJlq<U#1I(wE!o_qsneDTtkYyeEs>M0pGF@lysb>{
zY8094^5E>dx9`~^XE8x0Ci)_4ZK)tXr_5<AFUy(x&e?Oi-dBVZ{Dq~2czEvjbiRJm
z2jAW8r12Rug9uRe%^fXN_wA4d%(^P^P**nwr?0l}5485vXy@nLU8JsxRcJa{i9r-g
z5tFZ;Y@F_m7{x{fj~bp-3M3^R5K75DC`jCEv>m~+56^sR7+E9YJ!&YZDTpj85z~J6
zQmG^_4}RElQj5b`VE)b`^YgXZ8<~k+Ivm!<JPc)m=R?@G9|$EZ3GbW>V5eH92maA9
z^{-kX3LBp|RJzuG=#s(OO!B-G(w=GdbhOLoW9Cw<;d)O|Vg_G?A%dANPk*dD^qc{v
zw@;tWXDfgCLQddp$E$_QSz8VH%#QWJ?6)4Rq|{gOWKWt6*;HZzzp$qH?<Zx+W;lp!
ze{uaS<}>-z-Mz5N03<5whO#OJT<P<iA}TV?3_W7JHpc~8@3Oe+KoZE1+(S$Tm!I!C
zrDcO7Fs7ckv1cN$$XulND8gB>SIMUZ#NP&{%~erT!dv0YV8PuHTF_6u*OAV9ttwnr
zmo)0d$=b=WLDI!hC_hrmzB`){QD4aQ`pqVK{TE%7l)Sy;G>uJYBi<>^Fe)Y=TBUIu
z+&RMJrI8+P`&LTc7zv#mIT2W4EbwjxWF{Y+GBj9MYC*_+-G9P5#6P4%SIF<Q?@QIe
z>rT9OkdCMBHCYE7(K=vv@tVVppsZARM}a6py>kqa%*mQ3Oj_p*I%vEyl>@;=vTSN`
zGbVQK_pG}_>P1)QHE|A?eO2R~%Y3uQ+_E3>>Yd6bmrJ5dDLET(5TO{A@o<!R5gpCz
zz~|$3Ksmmu&8oV7&2igN#b%eln=pEGQ=#vOi+LxDB~F1(RYv$C$|E7O`ACtw9NQl#
zv!fcoWYHpb%Qu3DY@X~6oPGGs>)@Kkq-#2Zg{z;}c|?=)ySsItq|z6vArq66jcvHZ
zymBK#&$J!+lprkMp^QA%Z_;Ui%%wNxd(eWtb_`ES>@`bpu};sPtZ2I^r*asPu~LLl
zyo)=Uxp$7ga`kEOEAln1s+bU;GV?Yy1ND=az26>OS#t0F_$GP29bi6*l4GDj-Bj4E
z)E|0QuDvwneZSS8h5hXv*V4UJq^9qou^Owzf}R!x8!h%A(k;BZC`4t%UFG4Fo@K|C
zk8g@JsI-?bk!j;pEg#8d5(~DuiuW#oBqnpAhhMUXF<PHvukGcQ`^4p0gj}3+Fep{9
zwINQ+4o|XvS`~May0(oizVhBRmfYUjD>P(pK8&4=hf*r|$spWN(QU2tvRuSr=VMS2
z3KC7C^*ijZnmM$qJ6xOCGYgsudXu1zX=u2U%_Yog(L@eDFZ5zt{?TJP)Pd$ri~4yg
z^9|`!WoD7P&>iNhEZ3)(`L6H6xo9KiK7c=p^&Wj9FevcXA_J!w&mnliO0-qpTo;n?
zebKU5@8eV?afvsr>%p%!x7gz!kv#@incZ+AC1mZ4u{o1JU0Tp(3drY_C{2BK(ZG^f
zqimwtpMPoE-Sr&xrPPb_d)kKN<QB_9U#JWM##Z!N<IN`*OI9T`3C#Ofv|>=L9n&X@
z-o_yo{hIt=hznP|cbu?`-F=W=r9#?Ox@Mds&tV$3m6viZT-XlOjAM>*qI8UR2t!pZ
z!+0-)<7SYcys0>1XLchKhO*1)kI@yZk?%fa3(#p}sg6*%^#D8Fw#7qOgI!3A+7UBW
z)%C<bB(c6@$o-G#lYhqVe9d7287!a>PzZTkGYS8ezd`{(C?GTS4SOPTT;TW@_T>2G
zpD8RDP*VBdWUv6l%Fh|Be@I#>0_m#1l2wM^ay{QFAHOemgdf8${~xIx7?9fe4m|t6
zFL#6q!;s&lcGQ#nuF+h-_|h+Eg*1$%FQ!OBe_KheC+8ILI+T-`KYEHKgqzw_pA){=
z(XdQ}zn$G-kH>mPkrKt9QTJw(IqMMFZgYEX8n0!5*1zpErc$S(pKI*t`$^;OsNmi4
zkw6W-$@=Zh-GBu##SkAKiwjZMR?2F9oXP#{!P#2L&{K7C2J?nEF9Swp@4H#nce4fu
zyE>+&>CDgc5Lw(H*@#mLS3rHFh!Fm@>0mdy-_Kkp?A6O+<C*B*6}qM9CzutwshE|G
zAv(fsz4nDgscYQubMzZ}M!A+nPGy;biz2wDs}S7>k%Klg^rhVj^5LBY)1VhRggc;W
ztp~cZ?wyQx^<U3%Z`MWARBL1fc4Qmfe|W+Cg|ilyr%2h7$W0@E2i~2Qf;U<`BGsLA
zpOPamW$loL=8uFZW9_~^K{$bHBC@3%ysYOSQA14rQs1)ZN%hc@f$+s(dCMgznF8ik
z`At@iZt~IC1J>6GCR-K~8s4PdE1Qg4MpOOK0<Sh)sU?-eMB4Hub=S@d@h-zjGEW80
zt`12{xUsLp$=4#<LIt+UJGiQ5d_#Q0g%?s#r3MF1!`hTvUmn)`5_%qasCFq0B2JRX
z>6n=}1WURsdfRcdweo(fl8su<vhWG#t*xqwUf8p!I4$ZYEct~*PL{5nm2{emDLoic
zaV6wxt?dniFtfb(F%7}uNfAab=~`F%ot_djIvzi-bN?9CN}?iH*|D-2-^vuy_q=Ju
zSZeZ7@R@p=@pj$BUp~BeA4CX&P++*8p%P_;gr{Q%Zq<}jy;sYhGlcWd-7`4ds+xT%
z2Ye#gN3=%765G*2m1P{^AX3HRtms1)Dz0^PJ(RVfcn&(LMnDc|!o+<$;;9E>mg}{Z
z6wW1Q>tS#A*3_B&vX=y*)}+xrl178bQlY~GgQk8p_{W=<H)`7+P1=F>i7(vb%1rY-
z)y80Gqn5tKSBFP$R3-Fe6nnd6gg*_(@D-n$mRyfw#CnG?gtCz)q|L?Ly~se>bRb{L
zIG01qb@sE&DERyfX&CR`p{7)KIlstQ_7_X(Fj0Z4q9kOxf$uF-ShGuspj2)kiU*ju
zpgnqzJK1ksX3KHEBrAx;#@BJ0g3z`toc=ua;L%TS&2H9uJ)}hAs9ty26Kt1AUXIt8
zrO*X65fMgnz=hOjGT~Ya#*D?wfi618f!m;Pxa)I?b>i7bFBul@*3;&R%~no~xCaUQ
zgJBo>9I#?jk3vr+T>K0V>*RS5xl>%d1?q5i=PJmUV(HqwE(>~C$GqGiUEe|>!|G3l
zsS`)8mbZ}5`#z`ANtQH*Gs)qZ2NbeD(_XuAd78h4;S9duRWmDAJ}l6k&3`}e3^Gzi
zYw<?X2{SG#I|I8z#W(`R?MmtRZBaX?^c}sjlQSoeD72DVsm^ew#z=eX<IjTPA+(6w
zl_BB&L-x&jY<p9eVi+r9B2N^s+-t5H=ynT-yF6#=>rW1mRjiG4&>cdk+^OazrPgd0
zqRGt2ze$^;*Yn(K0Xo64pFvmVoF&PP@0#hTi+*`>)W)M<A?ML^1;)=ak?;8idafJV
zbw6f%`l;*bUBSML>8dTt=lwEISTtXR7hkfrG3!2J({zxuEzQhjxf8~*MfTgQ&+0QP
z=J6{upKngs1|-T%cXzwa&UKpEBR;FK3Eqlj<imCHIKCp>_0idIG1)QmdK0j>8MHs)
zL(3YMr5);06XpUS=p<`rD^8rB7D&Y8dN&)V-1~JvFVI6ifWYp@VboB0;$U8whdq~m
zxR=$>9(JqZgU)`D;9EbIpl}MCK=gE={mw|Az41aJrtx)so?3c#mbcr|>yWf(h=y%4
zGQZv|*J~HFZ`Mu9Y?D%Y-Ipe&EeAJ7>_u2y+=RcgQ+CJUw3=4751cz68zw!F>FTQ}
z9B6%Mur(^apFi(zb>YTCH{`lifnwwc<&GeA5n69tPSw$L=~biEr&n%Dsi%%2z{B3^
zH^SwM@Gf?odpWyf*Ef53B+NrrJ>@uS>X}#?mJ=J=X*h;d)yzU#pRoornPxucHoItU
zT^t}y&NQ1e=YzW(y}82a5O-5-fsCi~`Lifgq`w)VXkc_$M&Ys}8EuaCX>Qu<PPDwV
z+QD%xI9C!f#^pr%D89WutFAe&c6ni%OERj3O-uP03J{%|eAoNl!n4%x<;R%owI=xk
zCn{88{o|#KSVcuMdoHmm+pcj;3AhKlT+x3?B%^LhJ%VNG2_1Yi`%7r*p~Oebld%=n
zEp$TK-U^skHz&_yM`PTHQ|~wTDsj#Gf#A8C6@K<$DJ2<Kh@UT7NL7OF0GpDP2b?76
zLi{HwHG5&&8-|K%f_vrhL9v>`<aQm?oUfekUz_5F>ieMGLxD|A@Duqmacg}C6|0qh
zW6o0S-tN%B!y}?I6p6k+|1dd*+Wr8G{l-Y~7pl`hUF}auryv6H=Xb2QlsAAgwa0mY
zEsv3;5|Gtr%@D9HRswPzsSZ_lLE~&}m3-ZBI=&jZR=)ODB3Ou&BuHEe15kzF_`ESL
zeE6@A2XF@i=vWC>w6>Z8>#>5jsJEkwBS4G+_I7k|au@ZMfP8Ht3fv!y1t8$BDjxO{
z5CipVU=L?!2YXu&Fq~h6AI1k0<OSp103a{H+07md<3~Y&F5R$rQEdR(`g@1KD+!2=
zhlh)(fB=C&;3o+3JG)s6z(hnu1fXyMIGhjA;B)tJ^1yiWIk~d|<9#*6*5J=(PVW3)
zZQ=)DBLcPt0x*84z_)?E)h5|GJAsb}##lOgdPqP#J#Dd~Rv1CN2tp9cheg4Wd@vXe
z%Lf!BLHS^KAp{C1gb_wyao>h>`OeHA#sl5}1{4J50k{(d_)xH(Rya2ah~hOhu%eB#
zyT|XG8(<NBC<-F*$H)J-tO9)V&$9qH^p9x}2XsW$0iFuHj~u|}A_<4W1o@x{J}6Qb
zh7v_0MFpWeP?#tbDlYIhO~Cm;Q#9~+2;gxM|BI&IX@1w#*-aN%5|VmO_D;?OCm9zP
zfQ<y>0l4G$@xC_tLq}ZT*hAmV&A&Zc7#DT*|2$ugj>il7SWi^W*~-%qz=<o%{a=>L
zzwKeH)t?5tc)B@!jSZ}o0L}q-Y@0jaWEfyE)=CtAOhN;!Y|LLXEC8%Xh$KLjFY00I
z;eeC;8hJ7f9>3o>*d9lcr~}5yS_0zDhsEJBo(>)mz*AqfvA=u6!B+D3o3HHz{_5)=
zeDzfXL^j|yfj{>RNf7v7y8gY6{@N^ol069s;dm?j31au%Ui>Ypx&A4rxq(C8af|><
z`Z!9s<V24{42pmvVZeFtYji=NPzay~MB#tb_>(cn+YN^YC>r2`pyU1M_X~X784`>K
z{~;4XAOR+p;|uKchYXGsK>$|&AcG1CiU3>#f0MzF@q<6gpilt+_cxgkOynm$A>{G5
z)Q@e2P(lC|$d57+L6M*O6NW(nnv5UxU@##RP*eJY3@VI7{@rF65^+pA@uQvyROIir
zz~O?&#fU%Z2_c1l8bb(m%*gVio(Mpd^*0#|4*O|NVJIl{=W$WTC*>ddgCmgN%RJmL
z0FQ$k@LV3SfR3#%4)8A+;Mj5oxT=m%=U@S4C%iKl==hisOIZ$VEG{pDMgtT~vcP9Y
x%E4sN2w-9q<YW|t<b@Pu5l98e|5@WJgO<Ao#?9mFqJpEKC?tr3Ltaw>^j}(|s6PMz

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-reg.xml
new file mode 100644
index 00000000..3876ed3d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-reg.xml
@@ -0,0 +1,352 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-004-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='447'/>
+         <instruction instr-id='447' subinstr-id='2'/>
+         <instruction instr-id='447' subinstr-id='4'/>
+         <instruction instr-id='447' subinstr-id='6'/>
+         <instruction instr-id='447' subinstr-id='8'/>
+         <instruction instr-id='447' subinstr-id='10'/>
+         <instruction instr-id='447' subinstr-id='12'/>
+         <instruction instr-id='447' subinstr-id='14'/>
+         <instruction instr-id='447' subinstr-id='16'/>
+         <instruction instr-id='452'/>
+         <instruction instr-id='452' subinstr-id='2'/>
+         <instruction instr-id='452' subinstr-id='4'/>
+         <instruction instr-id='452' subinstr-id='6'/>
+         <instruction instr-id='452' subinstr-id='8'/>
+         <instruction instr-id='452' subinstr-id='10'/>
+         <instruction instr-id='452' subinstr-id='12'/>
+         <instruction instr-id='452' subinstr-id='14'/>
+         <instruction instr-id='452' subinstr-id='18'/>
+         <instruction instr-id='452' subinstr-id='20'/>
+         <instruction instr-id='452' subinstr-id='22'/>
+         <instruction instr-id='452' subinstr-id='24'/>
+         <instruction instr-id='452' subinstr-id='26'/>
+         <instruction instr-id='457'/>
+         <instruction instr-id='457' subinstr-id='2'/>
+         <instruction instr-id='457' subinstr-id='4'/>
+         <instruction instr-id='457' subinstr-id='6'/>
+         <instruction instr-id='457' subinstr-id='8'/>
+         <instruction instr-id='457' subinstr-id='10'/>
+         <instruction instr-id='457' subinstr-id='12'/>
+         <instruction instr-id='457' subinstr-id='16'/>
+         <instruction instr-id='457' subinstr-id='18'/>
+         <instruction instr-id='457' subinstr-id='20'/>
+         <instruction instr-id='457' subinstr-id='22'/>
+         <instruction instr-id='457' subinstr-id='24'/>
+         <instruction instr-id='457' subinstr-id='26'/>
+         <instruction instr-id='457' subinstr-id='28'/>
+         <instruction instr-id='457' subinstr-id='30'/>
+         <instruction instr-id='457' subinstr-id='32'/>
+         <instruction instr-id='457' subinstr-id='34'/>
+         <instruction instr-id='457' subinstr-id='36'/>
+         <instruction instr-id='457' subinstr-id='38'/>
+         <instruction instr-id='457' subinstr-id='40'/>
+         <instruction instr-id='457' subinstr-id='42'/>
+         <instruction instr-id='457' subinstr-id='44'/>
+         <instruction instr-id='457' subinstr-id='46'/>
+         <instruction instr-id='457' subinstr-id='48'/>
+         <instruction instr-id='457' subinstr-id='50'/>
+         <instruction instr-id='457' subinstr-id='52'/>
+         <instruction instr-id='457' subinstr-id='54'/>
+         <instruction instr-id='457' subinstr-id='56'/>
+         <instruction instr-id='457' subinstr-id='58'/>
+         <instruction instr-id='457' subinstr-id='60'/>
+         <instruction instr-id='457' subinstr-id='62'/>
+         <instruction instr-id='457' subinstr-id='64'/>
+         <instruction instr-id='457' subinstr-id='66'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='461' subinstr-id='2'/>
+         <instruction instr-id='461' subinstr-id='4'/>
+         <instruction instr-id='461' subinstr-id='6'/>
+         <instruction instr-id='461' subinstr-id='8'/>
+         <instruction instr-id='461' subinstr-id='10'/>
+         <instruction instr-id='461' subinstr-id='12'/>
+         <instruction instr-id='461' subinstr-id='14'/>
+         <instruction instr-id='461' subinstr-id='16'/>
+         <instruction instr-id='461' subinstr-id='18'/>
+         <instruction instr-id='461' subinstr-id='20'/>
+         <instruction instr-id='461' subinstr-id='22'/>
+         <instruction instr-id='461' subinstr-id='24'/>
+         <instruction instr-id='461' subinstr-id='26'/>
+         <instruction instr-id='461' subinstr-id='28'/>
+         <instruction instr-id='461' subinstr-id='30'/>
+         <instruction instr-id='461' subinstr-id='32'/>
+         <instruction instr-id='461' subinstr-id='34'/>
+         <instruction instr-id='461' subinstr-id='36'/>
+         <instruction instr-id='461' subinstr-id='38'/>
+         <instruction instr-id='461' subinstr-id='40'/>
+         <instruction instr-id='461' subinstr-id='42'/>
+         <instruction instr-id='461' subinstr-id='44'/>
+         <instruction instr-id='461' subinstr-id='46'/>
+         <instruction instr-id='464'/>
+         <instruction instr-id='464' subinstr-id='2'/>
+         <instruction instr-id='464' subinstr-id='4'/>
+         <instruction instr-id='464' subinstr-id='6'/>
+         <instruction instr-id='464' subinstr-id='8'/>
+         <instruction instr-id='464' subinstr-id='10'/>
+         <instruction instr-id='464' subinstr-id='12'/>
+         <instruction instr-id='464' subinstr-id='14'/>
+         <instruction instr-id='464' subinstr-id='16'/>
+         <instruction instr-id='464' subinstr-id='18'/>
+         <instruction instr-id='464' subinstr-id='20'/>
+         <instruction instr-id='464' subinstr-id='22'/>
+         <instruction instr-id='464' subinstr-id='24'/>
+         <instruction instr-id='464' subinstr-id='26'/>
+         <instruction instr-id='464' subinstr-id='28'/>
+         <instruction instr-id='464' subinstr-id='30'/>
+         <instruction instr-id='464' subinstr-id='34'/>
+         <instruction instr-id='464' subinstr-id='36'/>
+         <instruction instr-id='464' subinstr-id='38'/>
+         <instruction instr-id='464' subinstr-id='42'/>
+         <instruction instr-id='464' subinstr-id='44'/>
+         <instruction instr-id='464' subinstr-id='46'/>
+         <instruction instr-id='464' subinstr-id='48'/>
+         <instruction instr-id='464' subinstr-id='50'/>
+         <instruction instr-id='464' subinstr-id='52'/>
+         <instruction instr-id='464' subinstr-id='54'/>
+         <instruction instr-id='464' subinstr-id='56'/>
+         <instruction instr-id='464' subinstr-id='58'/>
+         <instruction instr-id='464' subinstr-id='60'/>
+         <instruction instr-id='464' subinstr-id='62'/>
+         <instruction instr-id='464' subinstr-id='64'/>
+         <instruction instr-id='464' subinstr-id='66'/>
+         <instruction instr-id='464' subinstr-id='68'/>
+         <instruction instr-id='464' subinstr-id='70'/>
+         <instruction instr-id='464' subinstr-id='72'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='468' subinstr-id='6'/>
+         <instruction instr-id='468' subinstr-id='8'/>
+         <instruction instr-id='468' subinstr-id='10'/>
+         <instruction instr-id='468' subinstr-id='12'/>
+         <instruction instr-id='468' subinstr-id='14'/>
+         <instruction instr-id='468' subinstr-id='16'/>
+         <instruction instr-id='468' subinstr-id='18'/>
+         <instruction instr-id='468' subinstr-id='20'/>
+         <instruction instr-id='468' subinstr-id='22'/>
+         <instruction instr-id='468' subinstr-id='24'/>
+         <instruction instr-id='468' subinstr-id='26'/>
+         <instruction instr-id='468' subinstr-id='28'/>
+         <instruction instr-id='468' subinstr-id='30'/>
+         <instruction instr-id='468' subinstr-id='32'/>
+         <instruction instr-id='468' subinstr-id='34'/>
+         <instruction instr-id='468' subinstr-id='36'/>
+         <instruction instr-id='468' subinstr-id='38'/>
+         <instruction instr-id='468' subinstr-id='40'/>
+         <instruction instr-id='468' subinstr-id='42'/>
+         <instruction instr-id='475'/>
+         <instruction instr-id='475' subinstr-id='2'/>
+         <instruction instr-id='475' subinstr-id='4'/>
+         <instruction instr-id='475' subinstr-id='6'/>
+         <instruction instr-id='475' subinstr-id='8'/>
+         <instruction instr-id='475' subinstr-id='10'/>
+         <instruction instr-id='475' subinstr-id='12'/>
+         <instruction instr-id='475' subinstr-id='14'/>
+         <instruction instr-id='475' subinstr-id='16'/>
+         <instruction instr-id='475' subinstr-id='18'/>
+         <instruction instr-id='475' subinstr-id='22'/>
+         <instruction instr-id='475' subinstr-id='24'/>
+         <instruction instr-id='475' subinstr-id='26'/>
+         <instruction instr-id='475' subinstr-id='28'/>
+         <instruction instr-id='475' subinstr-id='30'/>
+         <instruction instr-id='475' subinstr-id='32'/>
+         <instruction instr-id='475' subinstr-id='34'/>
+         <instruction instr-id='479'/>
+         <instruction instr-id='479' subinstr-id='2'/>
+         <instruction instr-id='479' subinstr-id='4'/>
+         <instruction instr-id='479' subinstr-id='6'/>
+         <instruction instr-id='479' subinstr-id='8'/>
+         <instruction instr-id='479' subinstr-id='10'/>
+         <instruction instr-id='479' subinstr-id='12'/>
+         <instruction instr-id='479' subinstr-id='14'/>
+         <instruction instr-id='479' subinstr-id='16'/>
+         <instruction instr-id='479' subinstr-id='18'/>
+         <instruction instr-id='479' subinstr-id='20'/>
+         <instruction instr-id='479' subinstr-id='22'/>
+         <instruction instr-id='479' subinstr-id='24'/>
+         <instruction instr-id='483'/>
+         <instruction instr-id='483' subinstr-id='2'/>
+         <instruction instr-id='483' subinstr-id='4'/>
+         <instruction instr-id='483' subinstr-id='6'/>
+         <instruction instr-id='483' subinstr-id='8'/>
+         <instruction instr-id='483' subinstr-id='10'/>
+         <instruction instr-id='483' subinstr-id='12'/>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='487' subinstr-id='4'/>
+         <instruction instr-id='487' subinstr-id='6'/>
+         <instruction instr-id='487' subinstr-id='8'/>
+         <instruction instr-id='487' subinstr-id='10'/>
+         <instruction instr-id='487' subinstr-id='12'/>
+         <instruction instr-id='487' subinstr-id='14'/>
+         <instruction instr-id='487' subinstr-id='16'/>
+         <instruction instr-id='487' subinstr-id='18'/>
+         <instruction instr-id='487' subinstr-id='20'/>
+         <instruction instr-id='487' subinstr-id='22'/>
+         <instruction instr-id='487' subinstr-id='24'/>
+         <instruction instr-id='492'/>
+         <instruction instr-id='492' subinstr-id='2'/>
+         <instruction instr-id='492' subinstr-id='4'/>
+         <instruction instr-id='492' subinstr-id='6'/>
+         <instruction instr-id='492' subinstr-id='8'/>
+         <instruction instr-id='492' subinstr-id='10'/>
+         <instruction instr-id='492' subinstr-id='12'/>
+         <instruction instr-id='492' subinstr-id='14'/>
+         <instruction instr-id='492' subinstr-id='16'/>
+         <instruction instr-id='492' subinstr-id='18'/>
+         <instruction instr-id='492' subinstr-id='20'/>
+         <instruction instr-id='492' subinstr-id='22'/>
+         <instruction instr-id='492' subinstr-id='24'/>
+         <instruction instr-id='492' subinstr-id='26'/>
+         <instruction instr-id='492' subinstr-id='28'/>
+         <instruction instr-id='492' subinstr-id='30'/>
+         <instruction instr-id='492' subinstr-id='32'/>
+         <instruction instr-id='492' subinstr-id='34'/>
+         <instruction instr-id='492' subinstr-id='36'/>
+         <instruction instr-id='492' subinstr-id='38'/>
+         <instruction instr-id='492' subinstr-id='40'/>
+         <instruction instr-id='496'/>
+         <instruction instr-id='496' subinstr-id='2'/>
+         <instruction instr-id='496' subinstr-id='4'/>
+         <instruction instr-id='496' subinstr-id='6'/>
+         <instruction instr-id='496' subinstr-id='8'/>
+         <instruction instr-id='496' subinstr-id='10'/>
+         <instruction instr-id='496' subinstr-id='12'/>
+         <instruction instr-id='496' subinstr-id='14'/>
+         <instruction instr-id='496' subinstr-id='16'/>
+         <instruction instr-id='496' subinstr-id='18'/>
+         <instruction instr-id='496' subinstr-id='20'/>
+         <instruction instr-id='496' subinstr-id='22'/>
+         <instruction instr-id='496' subinstr-id='24'/>
+         <instruction instr-id='496' subinstr-id='26'/>
+         <instruction instr-id='496' subinstr-id='28'/>
+         <instruction instr-id='496' subinstr-id='30'/>
+         <instruction instr-id='501'/>
+         <instruction instr-id='501' subinstr-id='2'/>
+         <instruction instr-id='501' subinstr-id='4'/>
+         <instruction instr-id='501' subinstr-id='6'/>
+         <instruction instr-id='501' subinstr-id='8'/>
+         <instruction instr-id='501' subinstr-id='10'/>
+         <instruction instr-id='501' subinstr-id='12'/>
+         <instruction instr-id='501' subinstr-id='14'/>
+         <instruction instr-id='508' subinstr-id='2'/>
+         <instruction instr-id='508' subinstr-id='4'/>
+         <instruction instr-id='508' subinstr-id='6'/>
+         <instruction instr-id='508' subinstr-id='8'/>
+         <instruction instr-id='508' subinstr-id='10'/>
+         <instruction instr-id='508' subinstr-id='12'/>
+         <instruction instr-id='508' subinstr-id='14'/>
+         <instruction instr-id='508' subinstr-id='16'/>
+         <instruction instr-id='508' subinstr-id='18'/>
+         <instruction instr-id='508' subinstr-id='20'/>
+         <instruction instr-id='508' subinstr-id='22'/>
+         <instruction instr-id='508' subinstr-id='24'/>
+         <instruction instr-id='508' subinstr-id='26'/>
+         <instruction instr-id='508' subinstr-id='28'/>
+         <instruction instr-id='508' subinstr-id='30'/>
+         <instruction instr-id='508' subinstr-id='32'/>
+         <instruction instr-id='508' subinstr-id='34'/>
+         <instruction instr-id='508' subinstr-id='36'/>
+         <instruction instr-id='508' subinstr-id='38'/>
+         <instruction instr-id='508' subinstr-id='40'/>
+         <instruction instr-id='508' subinstr-id='42'/>
+         <instruction instr-id='508' subinstr-id='44'/>
+         <instruction instr-id='508' subinstr-id='46'/>
+         <instruction instr-id='508' subinstr-id='48'/>
+         <instruction instr-id='508' subinstr-id='50'/>
+         <instruction instr-id='508' subinstr-id='52'/>
+         <instruction instr-id='508' subinstr-id='54'/>
+         <instruction instr-id='508' subinstr-id='56'/>
+         <instruction instr-id='512' subinstr-id='2'/>
+         <instruction instr-id='512' subinstr-id='4'/>
+         <instruction instr-id='512' subinstr-id='6'/>
+         <instruction instr-id='512' subinstr-id='8'/>
+         <instruction instr-id='512' subinstr-id='10'/>
+         <instruction instr-id='512' subinstr-id='12'/>
+         <instruction instr-id='512' subinstr-id='14'/>
+         <instruction instr-id='512' subinstr-id='16'/>
+         <instruction instr-id='512' subinstr-id='18'/>
+         <instruction instr-id='512' subinstr-id='20'/>
+         <instruction instr-id='512' subinstr-id='22'/>
+         <instruction instr-id='512' subinstr-id='24'/>
+         <instruction instr-id='512' subinstr-id='26'/>
+         <instruction instr-id='512' subinstr-id='28'/>
+         <instruction instr-id='512' subinstr-id='30'/>
+         <instruction instr-id='512' subinstr-id='32'/>
+         <instruction instr-id='512' subinstr-id='34'/>
+         <instruction instr-id='512' subinstr-id='36'/>
+         <instruction instr-id='512' subinstr-id='38'/>
+         <instruction instr-id='512' subinstr-id='40'/>
+         <instruction instr-id='512' subinstr-id='42'/>
+         <instruction instr-id='512' subinstr-id='44'/>
+         <instruction instr-id='512' subinstr-id='46'/>
+         <instruction instr-id='512' subinstr-id='48'/>
+         <instruction instr-id='512' subinstr-id='50'/>
+         <instruction instr-id='512' subinstr-id='52'/>
+         <instruction instr-id='512' subinstr-id='54'/>
+         <instruction instr-id='512' subinstr-id='56'/>
+         <instruction instr-id='512' subinstr-id='58'/>
+         <instruction instr-id='512' subinstr-id='60'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='517' subinstr-id='6'/>
+         <instruction instr-id='517' subinstr-id='8'/>
+         <instruction instr-id='517' subinstr-id='12'/>
+         <instruction instr-id='517' subinstr-id='14'/>
+         <instruction instr-id='517' subinstr-id='16'/>
+         <instruction instr-id='517' subinstr-id='18'/>
+         <instruction instr-id='517' subinstr-id='20'/>
+         <instruction instr-id='517' subinstr-id='22'/>
+         <instruction instr-id='517' subinstr-id='24'/>
+         <instruction instr-id='517' subinstr-id='26'/>
+         <instruction instr-id='517' subinstr-id='28'/>
+         <instruction instr-id='517' subinstr-id='30'/>
+         <instruction instr-id='517' subinstr-id='32'/>
+         <instruction instr-id='517' subinstr-id='34'/>
+         <instruction instr-id='517' subinstr-id='36'/>
+         <instruction instr-id='517' subinstr-id='38'/>
+         <instruction instr-id='521'/>
+         <instruction instr-id='521' subinstr-id='2'/>
+         <instruction instr-id='521' subinstr-id='4'/>
+         <instruction instr-id='521' subinstr-id='6'/>
+         <instruction instr-id='521' subinstr-id='8'/>
+         <instruction instr-id='521' subinstr-id='10'/>
+         <instruction instr-id='521' subinstr-id='12'/>
+         <instruction instr-id='521' subinstr-id='16'/>
+         <instruction instr-id='521' subinstr-id='18'/>
+         <instruction instr-id='521' subinstr-id='20'/>
+         <instruction instr-id='521' subinstr-id='22'/>
+         <instruction instr-id='521' subinstr-id='24'/>
+         <instruction instr-id='521' subinstr-id='26'/>
+         <instruction instr-id='521' subinstr-id='28'/>
+         <instruction instr-id='521' subinstr-id='30'/>
+         <instruction instr-id='521' subinstr-id='32'/>
+         <instruction instr-id='521' subinstr-id='34'/>
+         <instruction instr-id='521' subinstr-id='36'/>
+         <instruction instr-id='521' subinstr-id='38'/>
+         <instruction instr-id='521' subinstr-id='40'/>
+         <instruction instr-id='521' subinstr-id='42'/>
+         <instruction instr-id='521' subinstr-id='44'/>
+         <instruction instr-id='521' subinstr-id='46'/>
+         <instruction instr-id='521' subinstr-id='48'/>
+         <instruction instr-id='523'/>
+         <instruction instr-id='523' subinstr-id='2'/>
+         <instruction instr-id='523' subinstr-id='4'/>
+         <instruction instr-id='523' subinstr-id='20'/>
+         <instruction instr-id='523' subinstr-id='22'/>
+         <instruction instr-id='523' subinstr-id='24'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='525' subinstr-id='2'/>
+         <instruction instr-id='525' subinstr-id='4'/>
+         <instruction instr-id='527' subinstr-id='2'/>
+         <instruction instr-id='527' subinstr-id='4'/>
+         <instruction instr-id='527' subinstr-id='6'/>
+         <bounding-box x1='74' y1='367' x2='523' y2='559'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-str.xml
new file mode 100644
index 00000000..3f977542
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004-str.xml
@@ -0,0 +1,707 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-004-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='0' end-row='1'>
+            <bounding-box x1='131' y1='534' x2='176' y2='544'/>
+            <content>Loan type</content>
+            <instruction instr-id='525' subinstr-id='0'/>
+            <instruction instr-id='525' subinstr-id='2'/>
+            <instruction instr-id='525' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1' end-col='2'>
+            <bounding-box x1='262' y1='550' x2='313' y2='559'/>
+            <content>12/31/2009</content>
+            <instruction instr-id='527' subinstr-id='2'/>
+            <instruction instr-id='527' subinstr-id='4'/>
+            <instruction instr-id='527' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3' end-col='4'>
+            <bounding-box x1='354' y1='550' x2='404' y2='559'/>
+            <content>12/31/2010</content>
+            <instruction instr-id='523' subinstr-id='0'/>
+            <instruction instr-id='523' subinstr-id='2'/>
+            <instruction instr-id='523' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='5' end-col='6'>
+            <bounding-box x1='458' y1='550' x2='503' y2='559'/>
+            <content>6/30/2011</content>
+            <instruction instr-id='523' subinstr-id='20'/>
+            <instruction instr-id='523' subinstr-id='22'/>
+            <instruction instr-id='523' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='251' y1='535' x2='280' y2='545'/>
+            <content>$000's</content>
+            <instruction instr-id='447' subinstr-id='0'/>
+            <instruction instr-id='447' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='309' y1='535' x2='318' y2='545'/>
+            <content>%</content>
+            <instruction instr-id='447' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='347' y1='535' x2='376' y2='545'/>
+            <content>$000's</content>
+            <instruction instr-id='447' subinstr-id='6'/>
+            <instruction instr-id='447' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4'>
+            <bounding-box x1='405' y1='535' x2='414' y2='545'/>
+            <content>%</content>
+            <instruction instr-id='447' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5'>
+            <bounding-box x1='444' y1='535' x2='472' y2='545'/>
+            <content>$000's</content>
+            <instruction instr-id='447' subinstr-id='12'/>
+            <instruction instr-id='447' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6'>
+            <bounding-box x1='501' y1='535' x2='510' y2='545'/>
+            <content>%</content>
+            <instruction instr-id='447' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='74' y1='522' x2='170' y2='533'/>
+            <content>Real estate loans</content>
+            <instruction instr-id='452' subinstr-id='0'/>
+            <instruction instr-id='452' subinstr-id='2'/>
+            <instruction instr-id='452' subinstr-id='4'/>
+            <instruction instr-id='452' subinstr-id='6'/>
+            <instruction instr-id='452' subinstr-id='8'/>
+            <instruction instr-id='452' subinstr-id='10'/>
+            <instruction instr-id='452' subinstr-id='12'/>
+            <instruction instr-id='452' subinstr-id='14'/>
+            <instruction instr-id='452' subinstr-id='18'/>
+            <instruction instr-id='452' subinstr-id='20'/>
+            <instruction instr-id='452' subinstr-id='22'/>
+            <instruction instr-id='452' subinstr-id='24'/>
+            <instruction instr-id='452' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='77' y1='509' x2='217' y2='518'/>
+            <content>1-4 family residential mortgage</content>
+            <instruction instr-id='457' subinstr-id='0'/>
+            <instruction instr-id='457' subinstr-id='2'/>
+            <instruction instr-id='457' subinstr-id='4'/>
+            <instruction instr-id='457' subinstr-id='6'/>
+            <instruction instr-id='457' subinstr-id='8'/>
+            <instruction instr-id='457' subinstr-id='10'/>
+            <instruction instr-id='457' subinstr-id='12'/>
+            <instruction instr-id='457' subinstr-id='16'/>
+            <instruction instr-id='457' subinstr-id='18'/>
+            <instruction instr-id='457' subinstr-id='20'/>
+            <instruction instr-id='457' subinstr-id='22'/>
+            <instruction instr-id='457' subinstr-id='24'/>
+            <instruction instr-id='457' subinstr-id='26'/>
+            <instruction instr-id='457' subinstr-id='28'/>
+            <instruction instr-id='457' subinstr-id='30'/>
+            <instruction instr-id='457' subinstr-id='32'/>
+            <instruction instr-id='457' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='248' y1='509' x2='293' y2='518'/>
+            <content>4,151,000</content>
+            <instruction instr-id='457' subinstr-id='36'/>
+            <instruction instr-id='457' subinstr-id='38'/>
+            <instruction instr-id='457' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='310' y1='509' x2='330' y2='518'/>
+            <content>25.0</content>
+            <instruction instr-id='457' subinstr-id='42'/>
+            <instruction instr-id='457' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='344' y1='509' x2='389' y2='518'/>
+            <content>4,090,000</content>
+            <instruction instr-id='457' subinstr-id='46'/>
+            <instruction instr-id='457' subinstr-id='48'/>
+            <instruction instr-id='457' subinstr-id='50'/>
+            <instruction instr-id='457' subinstr-id='52'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='406' y1='509' x2='426' y2='518'/>
+            <content>27.5</content>
+            <instruction instr-id='457' subinstr-id='54'/>
+            <instruction instr-id='457' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5'>
+            <bounding-box x1='440' y1='509' x2='485' y2='518'/>
+            <content>3,925,000</content>
+            <instruction instr-id='457' subinstr-id='58'/>
+            <instruction instr-id='457' subinstr-id='60'/>
+            <instruction instr-id='457' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6'>
+            <bounding-box x1='503' y1='509' x2='523' y2='518'/>
+            <content>24.9</content>
+            <instruction instr-id='457' subinstr-id='64'/>
+            <instruction instr-id='457' subinstr-id='66'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='80' y1='496' x2='180' y2='506'/>
+            <content>Commercial Mortgage</content>
+            <instruction instr-id='461' subinstr-id='0'/>
+            <instruction instr-id='461' subinstr-id='2'/>
+            <instruction instr-id='461' subinstr-id='4'/>
+            <instruction instr-id='461' subinstr-id='6'/>
+            <instruction instr-id='461' subinstr-id='8'/>
+            <instruction instr-id='461' subinstr-id='10'/>
+            <instruction instr-id='461' subinstr-id='12'/>
+            <instruction instr-id='461' subinstr-id='14'/>
+            <instruction instr-id='461' subinstr-id='16'/>
+            <instruction instr-id='461' subinstr-id='18'/>
+            <instruction instr-id='461' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='257' y1='496' x2='293' y2='506'/>
+            <content>361,000</content>
+            <instruction instr-id='461' subinstr-id='22'/>
+            <instruction instr-id='461' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='316' y1='496' x2='330' y2='506'/>
+            <content>2.2</content>
+            <instruction instr-id='461' subinstr-id='26'/>
+            <instruction instr-id='461' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='353' y1='496' x2='389' y2='506'/>
+            <content>331,000</content>
+            <instruction instr-id='461' subinstr-id='30'/>
+            <instruction instr-id='461' subinstr-id='32'/>
+            <instruction instr-id='461' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='412' y1='496' x2='426' y2='506'/>
+            <content>2.2</content>
+            <instruction instr-id='461' subinstr-id='36'/>
+            <instruction instr-id='461' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='449' y1='496' x2='485' y2='506'/>
+            <content>284,000</content>
+            <instruction instr-id='461' subinstr-id='40'/>
+            <instruction instr-id='461' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6'>
+            <bounding-box x1='508' y1='496' x2='523' y2='506'/>
+            <content>1.8</content>
+            <instruction instr-id='461' subinstr-id='44'/>
+            <instruction instr-id='461' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='80' y1='484' x2='232' y2='493'/>
+            <content>Multifamily residential (5 or more)</content>
+            <instruction instr-id='464' subinstr-id='0'/>
+            <instruction instr-id='464' subinstr-id='2'/>
+            <instruction instr-id='464' subinstr-id='4'/>
+            <instruction instr-id='464' subinstr-id='6'/>
+            <instruction instr-id='464' subinstr-id='8'/>
+            <instruction instr-id='464' subinstr-id='10'/>
+            <instruction instr-id='464' subinstr-id='12'/>
+            <instruction instr-id='464' subinstr-id='14'/>
+            <instruction instr-id='464' subinstr-id='16'/>
+            <instruction instr-id='464' subinstr-id='18'/>
+            <instruction instr-id='464' subinstr-id='20'/>
+            <instruction instr-id='464' subinstr-id='22'/>
+            <instruction instr-id='464' subinstr-id='24'/>
+            <instruction instr-id='464' subinstr-id='26'/>
+            <instruction instr-id='464' subinstr-id='28'/>
+            <instruction instr-id='464' subinstr-id='30'/>
+            <instruction instr-id='464' subinstr-id='34'/>
+            <instruction instr-id='464' subinstr-id='36'/>
+            <instruction instr-id='464' subinstr-id='38'/>
+            <instruction instr-id='464' subinstr-id='42'/>
+            <instruction instr-id='464' subinstr-id='44'/>
+            <instruction instr-id='464' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='257' y1='484' x2='293' y2='493'/>
+            <content>380,000</content>
+            <instruction instr-id='464' subinstr-id='48'/>
+            <instruction instr-id='464' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='316' y1='484' x2='330' y2='493'/>
+            <content>2.3</content>
+            <instruction instr-id='464' subinstr-id='52'/>
+            <instruction instr-id='464' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='353' y1='484' x2='389' y2='493'/>
+            <content>327,000</content>
+            <instruction instr-id='464' subinstr-id='56'/>
+            <instruction instr-id='464' subinstr-id='58'/>
+            <instruction instr-id='464' subinstr-id='60'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='412' y1='484' x2='426' y2='493'/>
+            <content>2.2</content>
+            <instruction instr-id='464' subinstr-id='62'/>
+            <instruction instr-id='464' subinstr-id='64'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5'>
+            <bounding-box x1='449' y1='484' x2='485' y2='493'/>
+            <content>327,000</content>
+            <instruction instr-id='464' subinstr-id='66'/>
+            <instruction instr-id='464' subinstr-id='68'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6'>
+            <bounding-box x1='508' y1='484' x2='523' y2='493'/>
+            <content>2.1</content>
+            <instruction instr-id='464' subinstr-id='70'/>
+            <instruction instr-id='464' subinstr-id='72'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='80' y1='471' x2='168' y2='481'/>
+            <content>Construction Loans</content>
+            <instruction instr-id='468' subinstr-id='0'/>
+            <instruction instr-id='468' subinstr-id='2'/>
+            <instruction instr-id='468' subinstr-id='4'/>
+            <instruction instr-id='468' subinstr-id='6'/>
+            <instruction instr-id='468' subinstr-id='8'/>
+            <instruction instr-id='468' subinstr-id='10'/>
+            <instruction instr-id='468' subinstr-id='12'/>
+            <instruction instr-id='468' subinstr-id='14'/>
+            <instruction instr-id='468' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='257' y1='471' x2='293' y2='481'/>
+            <content>173,000</content>
+            <instruction instr-id='468' subinstr-id='18'/>
+            <instruction instr-id='468' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='316' y1='471' x2='330' y2='481'/>
+            <content>1.0</content>
+            <instruction instr-id='468' subinstr-id='22'/>
+            <instruction instr-id='468' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='353' y1='471' x2='389' y2='481'/>
+            <content>148,000</content>
+            <instruction instr-id='468' subinstr-id='26'/>
+            <instruction instr-id='468' subinstr-id='28'/>
+            <instruction instr-id='468' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='412' y1='471' x2='426' y2='481'/>
+            <content>1.0</content>
+            <instruction instr-id='468' subinstr-id='32'/>
+            <instruction instr-id='468' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='449' y1='471' x2='485' y2='481'/>
+            <content>170,000</content>
+            <instruction instr-id='468' subinstr-id='36'/>
+            <instruction instr-id='468' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6'>
+            <bounding-box x1='508' y1='471' x2='523' y2='481'/>
+            <content>1.1</content>
+            <instruction instr-id='468' subinstr-id='40'/>
+            <instruction instr-id='468' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='74' y1='458' x2='194' y2='467'/>
+            <content>Commercial &amp; Industrial</content>
+            <instruction instr-id='475' subinstr-id='0'/>
+            <instruction instr-id='475' subinstr-id='2'/>
+            <instruction instr-id='475' subinstr-id='4'/>
+            <instruction instr-id='475' subinstr-id='6'/>
+            <instruction instr-id='475' subinstr-id='8'/>
+            <instruction instr-id='475' subinstr-id='10'/>
+            <instruction instr-id='475' subinstr-id='12'/>
+            <instruction instr-id='475' subinstr-id='14'/>
+            <instruction instr-id='475' subinstr-id='16'/>
+            <instruction instr-id='475' subinstr-id='18'/>
+            <instruction instr-id='475' subinstr-id='22'/>
+            <instruction instr-id='475' subinstr-id='24'/>
+            <instruction instr-id='475' subinstr-id='26'/>
+            <instruction instr-id='475' subinstr-id='28'/>
+            <instruction instr-id='475' subinstr-id='30'/>
+            <instruction instr-id='475' subinstr-id='32'/>
+            <instruction instr-id='475' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='257' y1='458' x2='293' y2='467'/>
+            <content>555,000</content>
+            <instruction instr-id='479' subinstr-id='0'/>
+            <instruction instr-id='479' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2'>
+            <bounding-box x1='316' y1='458' x2='330' y2='467'/>
+            <content>3.3</content>
+            <instruction instr-id='479' subinstr-id='4'/>
+            <instruction instr-id='479' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='353' y1='458' x2='389' y2='467'/>
+            <content>497,000</content>
+            <instruction instr-id='479' subinstr-id='8'/>
+            <instruction instr-id='479' subinstr-id='10'/>
+            <instruction instr-id='479' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4'>
+            <bounding-box x1='412' y1='458' x2='426' y2='467'/>
+            <content>3.3</content>
+            <instruction instr-id='479' subinstr-id='14'/>
+            <instruction instr-id='479' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5'>
+            <bounding-box x1='449' y1='458' x2='485' y2='467'/>
+            <content>438,000</content>
+            <instruction instr-id='479' subinstr-id='18'/>
+            <instruction instr-id='479' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6'>
+            <bounding-box x1='508' y1='458' x2='523' y2='467'/>
+            <content>2.8</content>
+            <instruction instr-id='479' subinstr-id='22'/>
+            <instruction instr-id='479' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='74' y1='444' x2='158' y2='454'/>
+            <content>Consumer Loans</content>
+            <instruction instr-id='483' subinstr-id='0'/>
+            <instruction instr-id='483' subinstr-id='2'/>
+            <instruction instr-id='483' subinstr-id='4'/>
+            <instruction instr-id='483' subinstr-id='6'/>
+            <instruction instr-id='483' subinstr-id='8'/>
+            <instruction instr-id='483' subinstr-id='10'/>
+            <instruction instr-id='483' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='01'>
+            <bounding-box x1='262' y1='445' x2='293' y2='454'/>
+            <content>63,000</content>
+            <instruction instr-id='487' subinstr-id='0'/>
+            <instruction instr-id='487' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2'>
+            <bounding-box x1='316' y1='445' x2='330' y2='454'/>
+            <content>0.4</content>
+            <instruction instr-id='487' subinstr-id='4'/>
+            <instruction instr-id='487' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3'>
+            <bounding-box x1='358' y1='445' x2='389' y2='454'/>
+            <content>69,000</content>
+            <instruction instr-id='487' subinstr-id='8'/>
+            <instruction instr-id='487' subinstr-id='10'/>
+            <instruction instr-id='487' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4'>
+            <bounding-box x1='412' y1='445' x2='426' y2='454'/>
+            <content>0.5</content>
+            <instruction instr-id='487' subinstr-id='14'/>
+            <instruction instr-id='487' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5'>
+            <bounding-box x1='455' y1='445' x2='485' y2='454'/>
+            <content>66,000</content>
+            <instruction instr-id='487' subinstr-id='18'/>
+            <instruction instr-id='487' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6'>
+            <bounding-box x1='508' y1='445' x2='523' y2='454'/>
+            <content>0.4</content>
+            <instruction instr-id='487' subinstr-id='22'/>
+            <instruction instr-id='487' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='74' y1='431' x2='215' y2='441'/>
+            <content>Lease financing receivables</content>
+            <instruction instr-id='492' subinstr-id='0'/>
+            <instruction instr-id='492' subinstr-id='2'/>
+            <instruction instr-id='492' subinstr-id='4'/>
+            <instruction instr-id='492' subinstr-id='6'/>
+            <instruction instr-id='492' subinstr-id='8'/>
+            <instruction instr-id='492' subinstr-id='10'/>
+            <instruction instr-id='492' subinstr-id='12'/>
+            <instruction instr-id='492' subinstr-id='14'/>
+            <instruction instr-id='492' subinstr-id='16'/>
+            <instruction instr-id='492' subinstr-id='18'/>
+            <instruction instr-id='492' subinstr-id='20'/>
+            <instruction instr-id='492' subinstr-id='22'/>
+            <instruction instr-id='492' subinstr-id='24'/>
+            <instruction instr-id='492' subinstr-id='26'/>
+            <instruction instr-id='492' subinstr-id='28'/>
+            <instruction instr-id='492' subinstr-id='30'/>
+            <instruction instr-id='492' subinstr-id='32'/>
+            <instruction instr-id='492' subinstr-id='34'/>
+            <instruction instr-id='492' subinstr-id='36'/>
+            <instruction instr-id='492' subinstr-id='38'/>
+            <instruction instr-id='492' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='248' y1='431' x2='293' y2='441'/>
+            <content>3,508,000</content>
+            <instruction instr-id='496' subinstr-id='0'/>
+            <instruction instr-id='496' subinstr-id='2'/>
+            <instruction instr-id='496' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2'>
+            <bounding-box x1='310' y1='431' x2='330' y2='441'/>
+            <content>21.1</content>
+            <instruction instr-id='496' subinstr-id='6'/>
+            <instruction instr-id='496' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3'>
+            <bounding-box x1='344' y1='431' x2='389' y2='441'/>
+            <content>3,147,000</content>
+            <instruction instr-id='496' subinstr-id='10'/>
+            <instruction instr-id='496' subinstr-id='12'/>
+            <instruction instr-id='496' subinstr-id='14'/>
+            <instruction instr-id='496' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4'>
+            <bounding-box x1='406' y1='431' x2='426' y2='441'/>
+            <content>21.2</content>
+            <instruction instr-id='496' subinstr-id='18'/>
+            <instruction instr-id='496' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5'>
+            <bounding-box x1='440' y1='431' x2='485' y2='441'/>
+            <content>2,780,000</content>
+            <instruction instr-id='496' subinstr-id='22'/>
+            <instruction instr-id='496' subinstr-id='24'/>
+            <instruction instr-id='496' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='06'>
+            <bounding-box x1='503' y1='431' x2='523' y2='441'/>
+            <content>17.7</content>
+            <instruction instr-id='496' subinstr-id='28'/>
+            <instruction instr-id='496' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='74' y1='418' x2='132' y2='427'/>
+            <content>Other loans</content>
+            <instruction instr-id='501' subinstr-id='0'/>
+            <instruction instr-id='501' subinstr-id='2'/>
+            <instruction instr-id='501' subinstr-id='4'/>
+            <instruction instr-id='501' subinstr-id='6'/>
+            <instruction instr-id='501' subinstr-id='8'/>
+            <instruction instr-id='501' subinstr-id='10'/>
+            <instruction instr-id='501' subinstr-id='12'/>
+            <instruction instr-id='501' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='77' y1='405' x2='208' y2='415'/>
+            <content>Loans to purchase securities</content>
+            <instruction instr-id='508' subinstr-id='2'/>
+            <instruction instr-id='508' subinstr-id='4'/>
+            <instruction instr-id='508' subinstr-id='6'/>
+            <instruction instr-id='508' subinstr-id='8'/>
+            <instruction instr-id='508' subinstr-id='10'/>
+            <instruction instr-id='508' subinstr-id='12'/>
+            <instruction instr-id='508' subinstr-id='14'/>
+            <instruction instr-id='508' subinstr-id='16'/>
+            <instruction instr-id='508' subinstr-id='18'/>
+            <instruction instr-id='508' subinstr-id='20'/>
+            <instruction instr-id='508' subinstr-id='22'/>
+            <instruction instr-id='508' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='248' y1='405' x2='293' y2='415'/>
+            <content>1,844,000</content>
+            <instruction instr-id='508' subinstr-id='26'/>
+            <instruction instr-id='508' subinstr-id='28'/>
+            <instruction instr-id='508' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2'>
+            <bounding-box x1='310' y1='405' x2='330' y2='415'/>
+            <content>11.1</content>
+            <instruction instr-id='508' subinstr-id='32'/>
+            <instruction instr-id='508' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3'>
+            <bounding-box x1='344' y1='405' x2='389' y2='415'/>
+            <content>1,148,000</content>
+            <instruction instr-id='508' subinstr-id='36'/>
+            <instruction instr-id='508' subinstr-id='38'/>
+            <instruction instr-id='508' subinstr-id='40'/>
+            <instruction instr-id='508' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4'>
+            <bounding-box x1='412' y1='405' x2='426' y2='415'/>
+            <content>7.7</content>
+            <instruction instr-id='508' subinstr-id='44'/>
+            <instruction instr-id='508' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5'>
+            <bounding-box x1='440' y1='405' x2='485' y2='415'/>
+            <content>2,754,000</content>
+            <instruction instr-id='508' subinstr-id='48'/>
+            <instruction instr-id='508' subinstr-id='50'/>
+            <instruction instr-id='508' subinstr-id='52'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6'>
+            <bounding-box x1='503' y1='405' x2='523' y2='415'/>
+            <content>17.5</content>
+            <instruction instr-id='508' subinstr-id='54'/>
+            <instruction instr-id='508' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='77' y1='393' x2='223' y2='402'/>
+            <content>Loans to nondepository Fin.Inst.</content>
+            <instruction instr-id='512' subinstr-id='2'/>
+            <instruction instr-id='512' subinstr-id='4'/>
+            <instruction instr-id='512' subinstr-id='6'/>
+            <instruction instr-id='512' subinstr-id='8'/>
+            <instruction instr-id='512' subinstr-id='10'/>
+            <instruction instr-id='512' subinstr-id='12'/>
+            <instruction instr-id='512' subinstr-id='14'/>
+            <instruction instr-id='512' subinstr-id='16'/>
+            <instruction instr-id='512' subinstr-id='18'/>
+            <instruction instr-id='512' subinstr-id='20'/>
+            <instruction instr-id='512' subinstr-id='22'/>
+            <instruction instr-id='512' subinstr-id='24'/>
+            <instruction instr-id='512' subinstr-id='26'/>
+            <instruction instr-id='512' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='248' y1='393' x2='293' y2='402'/>
+            <content>4,958,000</content>
+            <instruction instr-id='512' subinstr-id='30'/>
+            <instruction instr-id='512' subinstr-id='32'/>
+            <instruction instr-id='512' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2'>
+            <bounding-box x1='310' y1='393' x2='330' y2='402'/>
+            <content>29.9</content>
+            <instruction instr-id='512' subinstr-id='36'/>
+            <instruction instr-id='512' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3'>
+            <bounding-box x1='344' y1='393' x2='389' y2='402'/>
+            <content>4,512,000</content>
+            <instruction instr-id='512' subinstr-id='40'/>
+            <instruction instr-id='512' subinstr-id='42'/>
+            <instruction instr-id='512' subinstr-id='44'/>
+            <instruction instr-id='512' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='406' y1='393' x2='426' y2='402'/>
+            <content>30.3</content>
+            <instruction instr-id='512' subinstr-id='48'/>
+            <instruction instr-id='512' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='440' y1='393' x2='485' y2='402'/>
+            <content>4,207,000</content>
+            <instruction instr-id='512' subinstr-id='52'/>
+            <instruction instr-id='512' subinstr-id='54'/>
+            <instruction instr-id='512' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6'>
+            <bounding-box x1='503' y1='393' x2='523' y2='402'/>
+            <content>26.7</content>
+            <instruction instr-id='512' subinstr-id='58'/>
+            <instruction instr-id='512' subinstr-id='60'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='77' y1='380' x2='145' y2='390'/>
+            <content>All other Loans</content>
+            <instruction instr-id='517' subinstr-id='0'/>
+            <instruction instr-id='517' subinstr-id='2'/>
+            <instruction instr-id='517' subinstr-id='4'/>
+            <instruction instr-id='517' subinstr-id='6'/>
+            <instruction instr-id='517' subinstr-id='8'/>
+            <instruction instr-id='517' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='257' y1='380' x2='293' y2='390'/>
+            <content>611,000</content>
+            <instruction instr-id='517' subinstr-id='14'/>
+            <instruction instr-id='517' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2'>
+            <bounding-box x1='316' y1='380' x2='330' y2='390'/>
+            <content>3.7</content>
+            <instruction instr-id='517' subinstr-id='18'/>
+            <instruction instr-id='517' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3'>
+            <bounding-box x1='353' y1='380' x2='389' y2='390'/>
+            <content>602,000</content>
+            <instruction instr-id='517' subinstr-id='22'/>
+            <instruction instr-id='517' subinstr-id='24'/>
+            <instruction instr-id='517' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4'>
+            <bounding-box x1='412' y1='380' x2='426' y2='390'/>
+            <content>4.0</content>
+            <instruction instr-id='517' subinstr-id='28'/>
+            <instruction instr-id='517' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5'>
+            <bounding-box x1='449' y1='380' x2='485' y2='390'/>
+            <content>799,000</content>
+            <instruction instr-id='517' subinstr-id='32'/>
+            <instruction instr-id='517' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6'>
+            <bounding-box x1='508' y1='380' x2='523' y2='390'/>
+            <content>5.1</content>
+            <instruction instr-id='517' subinstr-id='36'/>
+            <instruction instr-id='517' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='74' y1='367' x2='157' y2='377'/>
+            <content>Total Gross Loans</content>
+            <instruction instr-id='521' subinstr-id='0'/>
+            <instruction instr-id='521' subinstr-id='2'/>
+            <instruction instr-id='521' subinstr-id='4'/>
+            <instruction instr-id='521' subinstr-id='6'/>
+            <instruction instr-id='521' subinstr-id='8'/>
+            <instruction instr-id='521' subinstr-id='10'/>
+            <instruction instr-id='521' subinstr-id='12'/>
+            <instruction instr-id='521' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='243' y1='367' x2='293' y2='377'/>
+            <content>16,604,000</content>
+            <instruction instr-id='521' subinstr-id='18'/>
+            <instruction instr-id='521' subinstr-id='20'/>
+            <instruction instr-id='521' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2'>
+            <bounding-box x1='305' y1='367' x2='330' y2='377'/>
+            <content>100.0</content>
+            <instruction instr-id='521' subinstr-id='24'/>
+            <instruction instr-id='521' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3'>
+            <bounding-box x1='339' y1='367' x2='389' y2='377'/>
+            <content>14,871,000</content>
+            <instruction instr-id='521' subinstr-id='28'/>
+            <instruction instr-id='521' subinstr-id='30'/>
+            <instruction instr-id='521' subinstr-id='32'/>
+            <instruction instr-id='521' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4'>
+            <bounding-box x1='401' y1='367' x2='426' y2='377'/>
+            <content>100.0</content>
+            <instruction instr-id='521' subinstr-id='36'/>
+            <instruction instr-id='521' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5'>
+            <bounding-box x1='435' y1='367' x2='485' y2='377'/>
+            <content>15,750,000</content>
+            <instruction instr-id='521' subinstr-id='40'/>
+            <instruction instr-id='521' subinstr-id='42'/>
+            <instruction instr-id='521' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6'>
+            <bounding-box x1='497' y1='367' x2='523' y2='377'/>
+            <content>100.0</content>
+            <instruction instr-id='521' subinstr-id='46'/>
+            <instruction instr-id='521' subinstr-id='48'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..94fe2c6cb978d4c730597285d0f1016c58e8e034
GIT binary patch
literal 14760
zcmcJ0cU)7;_HRP(y+{welZ4)T?;u@@Aqfy#AcT&hNE1++paKFS(v&KofFJ@=L_vxo
zA_~$(s)Ztmyd69qJ?Gqef4}!W_w7Gm?KNx7tTHouzH9FYTk9K2!)4^Dg!@+0OQ;ke
zFbLMumr7k7YK{){#`{1N0gf%y5aW+W;~-E&e*_+_k49oqXiZJ35Ihcz2%w56$Z?*+
zz3yc^^|tm((!DqfMhY(wjaPx_`P|12Ql`0Aajv$!ozwj6ifqLoDa?1nRr;ajmYD{-
zn^_Ig0n%(5r&Lbuec6>WV;-{I>pN^$3;e!!9Tna!f)39g<_hGKJ)BtYcXyv7PYHfl
zgH>AR88ST^i!Pbm3TCcf+k)mhPUQ0`qFrX9Z5r<P+vbW&SeQMEy3=y-Kq{orSS8;w
zTmHG}thd_zVg&z4${R*?vqn_C)EyG5oqRDQ-2e8sfu?xAZ?R$Gy}_@G63B<|XSbR^
zF1X)KFPC7Io}bQ$oVt?g%09C1$mjlGe>03rawUwh{a$O#Bbm2uZV&dB6cf9vE;-}d
z4<@#_mP#2+MVP{<&x%E4c6)H=_g@-3ENt^$M@yJB#LSkM6<g#TAPV^J?i!>$$+;@y
zKe{M1__^+m{s0T#gS(gkIh_&r!v*9QH?_2_h*w>o?aEa-8BceGihQbAciHaP2wdrX
zqLV9tw#{W?6aXKZMc_|vKjG&SgN~J=m|}74OA|5_dy%(U3vJ?k>C$iC#OYcm*F15<
zi)Upm@!uQNd!AmV6dm@tr}rE}>mn<WzHMa9r~bP2T(_2)+iscJ2s;_^8J=rj`%ka$
zc|czd-YS|rF(&U8{V=fYyU*St=2Mb4o0ltY*YE8)E;K(+NlozjVAa8MJ~nn`W3b1N
z{H>$_DdwRTDTdj3(;9y&S<9=1xD4S0W7f$FVg)sm`3RI!o%`Kz|B0;~H;)T;_gb64
zhc~WeEygiBC+?|15z_XLBc0RxnQr#cP(~}HJ-5&+WThM$Y<PdB95!H<(}sFd*vgyQ
zK09Equ6s^-P9|j4>G@jnA(=xuvDy{i!>=gno~q1tKid6DUryx_E;)CIBmdXg<6Sj(
zg9|C7bK;B?1M{t}Ee*bQj!@R>D2JFK7#W`v-+CF;%JJcp+m@AGMrbha<o5937itt=
z5jTr}Q;g8%RP)%B(?+^)8n8CBRb7`hGmd$qGOs)l6=_|)xMRQnrLTOARQ*QK%ZDc>
zXGb_U`cDxRlg429Sl$@j%<Sy*4SLp?6BXiHSZ4Vy@@jHSl)cH01oMowgN;L!TtQxD
zgLcJLIvF>Lt71%@kyK!DsGP@%#x5R-_itSnM_D)8!Y<cUO(%`F*GyGS+e`{U_1T`=
z-!T<+FO*!4I7cDW_+>weJ1PHoZ1}yC8x~V^R!`3*RLba#u+E<A&oc^e6Mk~FLB-gu
zzoWAQO-eK(`?C3@wz%|yU(R)YJ)2WEUrf8yx0SV>J@kIYd{sNkt#z4X)_bs;_8Jkd
z`Jwg3laqtyVQtZ4%y8BMZ&h89Ad#xwH2V9?l}wRcW`P6hoKMazBlbIL)8p3{Fm3fK
zBcW?GDr>`(Iux9vm3Ku%b<dDLhh1R|m~seT^l_2Dx!>E8?%|p-tg>jqp>fM)RobfK
zlYV62MP7^NX-PQ?`5pVuzkKAiqKOgivD+t~kDj(9n&;l7CQH~Tr2{9Gx)+;vQ`YCJ
z45MVs`(_I7phPP~7@UT>7{WiEOQ@P{gyq-S=acLEM`rn5^B#E;IEPGnc6vE#YP5S|
za9L+_MBIuP@ifx}AI>ilcsOn4<x4f5!MT$Dz~bAy=ZuQ#2(g7_HnimAlHjEMLcslF
zx>VeG%DoXP?QTJDM~D?N=fyn6`BfV+ykH~Le3#<a4Xu_>PoI(|cCH>D)X5>sjZ|Zu
zB+Yaht#%xlE=b%<!}}BlagecEbt?zZLXww9GB2yxT}ZJ!H+SFQ3Ec;;p?c!z)oPjj
zB*~&CIiC|OXD7X!81+S=IV-&VFzK@Ofe@tvQOL0J`rfj=hkEJlD_rT(2g`{yL#C`(
zrAcI=R5pgx$C%4JC;T}|1|0n%)O}=pg3)5)e5JWKGS8b{1_~-R6VBdkCB@RyXDkL~
zeU0Z+>`>}1O&?GrPL6Wb)LZ_0S!@|H>`Cj?TP;;*<`d>0D_pV=3*)2+=~{cX)?aVS
z{!C!Y;Y<k2Nc&~gb$%z0u9eM<$6DK>?*$*fqT_2lV7?WGJg`nzcph@rW25tuN#^F6
zx2>nn^fzQev+A@H96ipdNWxlGW(Cr~HPuZ9{Crg%hJne2R_&qU>lVi|8Pw+9zsz?@
zk(^Cd%_BC2`JHV#wWhlDa%+y~HQLSNErRXY-Qkz=AuBiJ2Cf-6Y>^!=jjq@ULaTq7
zUS6-W?Q|TV&Z{moSHI?R{7%vk3o=Bi5TEPm7C*aHgWiCZ20nx9x@W*LFZ#LXw_o$+
zqd|Xb={)&dqs7-DjohE~D|@3J3Oyt^pTqI&ilx7fO#L7|^yLBN9<rEb^p-~k^&N(h
zJFeQzZygTSwcmV5g<6rf1)R*E7x*Ck8s?E@XDL2$ysf#rdKqJn8F5|Rp69d?<5kFZ
zFP{89qj*KPGRx==*-#|-$%%s&Udei`VDQ@QpnVVg7}As%)Hl_krs}IThZgWx4D%B<
zJ=fk(Tqn0oW;9Qu&b2mV+~qDfDH&Y($wY)@jGIjcensUp-SJbM4i2z58o9v~QkDR=
zN$6R~&1GcDl9P#Gv<SqN(LA@ptyUVrBjMA%z0m3K-lcQSXQIj4Q&h-jwNCl9Ug<?e
zGFdIB%2reJ)u+<9YmZ?Ln5E!bNHI8Tt}Y16I@)U=cP-&!?xSsM4M)dIP3A+KA@;-Z
z2Tq5J!e381jjg%vB-OvC?45F=kau=cizUC<>919ghWWTN*x?s@LI$OEmSMSIg#Ml+
zONA=GTX}AB^1ag^tcIBiPpl>`Ct6^Q;f$U-a54lLjOn0wgQRayE8KMPY8Tnu;sAQ0
zIiq=NeO|e6D2Di>Phr+0>A1TgL+0K%V)_G9z3Ky6ib>VQu#*EJ$^2ftRg3dpbn{Wu
zYu6deX6r75+U7co3v$JVrn+p@8*mvCKg)HNlnzLZt3Q2qj!lPz`owEl@r1&4^yca5
z@y3fMW=5rCTFhr3r5?vN(PzX3zLy+SS*JExobJ0Xc0=uf)6<tDylSeMr(q**$>bH+
z4iaRVN=_7~oi6m+W}_Hr%40a0NIY&-xJ2gvU|Z7wIe4LiU%DXIX$aoyg-jots8}tp
zK4^a|ehGS;=Ea?bV?*D{)B}>)GsN4kUU$9g9o^s>Mz$k6f8&Pehnulutn3%fBlRz6
z#4WL*X=GHkNoIwj8WymWaQ<|X&^-3|`N{(C8$;7?Zf|=jEX#5AR4?`T?tHb2R>@i7
zWFl{)Woc|+>W^zvO8P*Saf}Bvyy2nGpZ%Jd<KjTKJAUw@)9T7@v+9edV=7YR`&5T}
zx+mu!_V7ld$EJ_t$im0074-Vn%~KzmUwes9hgXeU8{`|ewc25gWUQesJJ<I?skyu7
z*0i?Spt(Lt#m0mE?LFLXW7FhS<7kDE+Y33IpYpQ>*LwypLM?Dw{r0m#I_=w@#iyGS
zKsRaJj&Dq7<jjzqiKO2`RK8X18Z3~xb;?!3Rfc~oV)8tc1aV;`G&h>HPV4yLqpWE=
zM(q#1kMo(y^mDTq-f`>N`+{W4sdX!vE*vlx&5)&id}h!{ed*SVkw7siybbmgzm2zz
zm04$$_##^65gD=VZkyrCc#(dhLMAxg0)&p3y0vRQ8yVponK?T|blLgKXhdD}J<A@s
zYi<5l<hO#2V@)`|W;6H8xYSJ3=_!d#&y230pN+}xDG?TJ5s19k;@Re_yqi;XeI@Sf
zTJ@>~!~&LnP2v@oU&l%jcT%~pfh)7n8i$$jVplDFb}=q9#66MQz3v=lNaBp4T{eVr
zf^kIC@aa3G!f4s%eDmX^s=$iuxswkQs2T6PZ@biXmFfCbPp_LB_pwf~LepVIsSQ%n
z4tm*09oiIs+?&>s5;6<&ufC6tnI?R3@+k;bo3{61l?i;^%B7HD17;w7ku=a)8J0R_
z#*kO=#{A}6I{Nq}UZV1*33TJbQwbNvvsWcoQgtg&RjwYk?jk<(O@UQW=s?sT$8~@r
z9PtSUd%}NN6=gWpA3V7HKhFPf0wnk!0l>8rQ@Mh7Lr-ngcAi7A-^mkx4IRpsx8xSj
z;>M^B4w_|?(>aelO}?x+@FL=Lw@1OLAW4?|RbHdfJaIcPIr;u;MbHOq+D=^Xp3-6a
z>o+l5caS@MTtn;F?_q-PjB*cM0w<Nil}xvW%(~Ze-*a7AIp-bD7nlWlSkM#OOurf!
zJyyRryt*EXWqD(k;2tg+Q=-&x+14j^>p3)HDQCUubB4lxQQJn~?Uf797mG5p+&`Aq
zd+TO(G_dm<Pj2ttZObnT<W_PzgE!}Tbah>0Y3NRO(C1ky-W&aFMEp^H%w)lz3O~=Z
zOI1)7BC>V29yYXuR$aDXeY9w9xi#`om;U3V#8Zqa+%l}@8g0!^Dfgau<A&xNeCl*c
zV}nP-0eRS~A~vpOW!|K*k8E;0d`SzKgQ>c&<9BK=51w+)YLHK|>u}^Sxt}wd-Q&^P
z?c3g#Bo!8Q?4?&Q=S9)x-GKTxQg5(i%>_?Gu?V;4Yu+VFy3P{;eC$c2PcNnMurn=P
zSu$Dd94tSdmaS^h$jQ6Yw{^ant$gzJmZHy?bg`!NLR<NCC(8qL7IpAo$JdXwt4WAE
zlN;|yZ1>;nmb89UzcsYIVU@ZS=u}TSB}4asPBbjWiJL5oVoahKUtF06dlhz}p_B=e
zKkpDAjCZ7b4~<(@h<@<K|HVGfiH&zOq|fACDfHGKem3U4JZT^eJ7jl%DRjLx6xPnw
zHbp~i0a}p`dyvKRf{{zS*r*RRuH1T_a$7z3+<TRha~!wnb(p4ccS|N^qH;GhT$yeK
z?2W|*fIqw4-3{WTTWvesL&V<mSbdqF^e8w&NiczALbZ`Xz?V{o^vVem1897IP3tsL
zLzgs{R!d8IlqtM#Z0`%cDz7((k{!f8tlQwgQ>VhTw=xD--TQctCv0<AkEbBu`k88I
zcVvHelEH9?Mm;&MVS17Io$nowt`NkiFYE1xUrL<MeQ2?C-!$8)*_Y$~3{8ES*sj5o
zIEx=V&8^w+U}!M~M`~qrR>%vn8!qQE6{VmbIxF)i%EYJ=U9Uwp*y}daK;7J9JE2WR
z@$giK%4&G*1N7l}5zl@9rq4oE=VfK?>>qrQr)fjJz{T!v<sOiN+haQUVA40!`OeP0
zqa4#%vs{^dxzsq!oF=px?Hf~Cu)E)@eSb%BA+0U;>&-U3hTS@&_|s`33861PVp1XB
zSej}-?x%AI#TU09pZ@4fVp<)2-RxxaO7^5;bi~`a??GKOE2ruYV|TF86o+;0bWStT
zyNkXgBKt_Tm%BG|g->+8$AWu4P-51Wls+qEux9JcScV_ZAw^rr6o2GP3X!xOcQkq~
z>>-u377coGshGRBJAhaMd+PW^=i%I$d0)s&@-f;V!FB0T|4YR1{`dmv{*n7iI{3Et
zJ};^Qx74%6#iNu4+FVgjMJjXJ`5nJULW0s`D-;gzf5>XA<V%Z0>C)zn*Sd^HK5=Y(
zTsxqksky4u9Soj%D>&Tr^;-3IcjnqQd`%?-e8sbgcjB_&<=OU{;u|l@9w*?Eir?_P
z*jeGBVmF06ekfu%I>siJ#m7U5Tt3HqnMylrN-R*frg5KGEs*l|j+N1+D|2v@Hgxp(
z0C9@2D~myhjZJ@E3dkXcwMiYd;k15t>L3Ll<MdXmjwkLrvU*tjIQ1n<o9Uj2>_lEm
zdjA$@!4)3ym<Mt0p{AnDpL%y*Tcy-kb9_ha-<yo(WLP4pW7ocitfQow8v7V8aS@^$
zW3%RQ|Lu(usEu~!f?<X2?DaH3f9Zz;sa6HEK~|;whSGKE?rZm1tIoYhx)PYaI(Me^
z{u{<?px%cbVj__jMHrJHIDv~ZcjoG1RJG@Jicb0k@tK=lDZy!I@@~g^V7)`m9K%!a
zyy;eAIs7!enj1idqTU9(H=MBTh+Cp5J^zKb{=xSP6_$7wX;6$qKptasHZi+`PN)41
z*T>}pd|~_3G3S*rW=sRM$qV1qgDqz2U#lB@H=vU(aMXW3mB(!%J)X3{X?Dm%R@)yx
z4$-K(<A=4r{4$c}DJyx%l|>5H&^WH_y%zJ0%q}_G4A&He$<18aax{J8g`N-lW><+D
zu2C)O(gt6>*xA|S2ic3Oc}c!Gza}Ob#9R{8rm-J-_wb${{_F}iG1}JmL}}TxhlU`N
z25ZS#w=YBM!A{k8;Xw@56%DuECU$4u_oO9i6B;g8|8l!o1d;vD<+VnL?fm>qHS4sN
zSJo$`yA>>{JIn2QiSF1J<yMz?n~Q1S_i}?y1ihVx-4>X=8E2>%`*@VdXRFmz?d-#J
z&6lfmpjwd%mxvP$Nm(}0CBCSM1zFMTS|h401tN-bW9tT<PC@<IFI_v$<l`Zci04p$
zkBA~hKkuh)?6aL#@~mBj-+1?LX<eetZH#IyQz<JQ`rN84A+xHkQU;3;{p^w)Z|)by
zE-sJ|I^(kIWczT9MYHs7oY`CScZ#m2i)<0<xBU{VA}Q2vyjl5RA#RxL|16iftibk;
zZlfnnq4%Ox)y+QiR8BHybT-DxysMrp?q(9*SjLP9y|YcfV7wh2qxWgOq3zE>>BkNx
zjCTZ(MnPXMCclj=WHsD&cW{oJi*tR$&~wG;UPuG6y_D*x*}`+7yYu4$8PA7p%_g@O
zK78tqQaDU6f6gdeB=WUTk^C*M(wCUzDn9JoC;kStslgYMmm0iH^v|BS+E8i1I8t`=
z1G2@#ezTw*^!mP4fNjS8rq|YIu33CQ*bSE7v3ztvE<eJHIWsI&^gcJPjLtC3%Gip$
z^airJJ80+xPVwD!Q)5h9I{nH5@o`!GcJ0=s3hw>2pux^#b8RC6;wKl+T1wq3$dJ9p
zELhR6ee;3oM?-z_sV(0o4v(UGzaTdWNKQh|E1FkqMp_!0bV=&UoE)rvj7l>SVyvy#
zrSNvmJtkS|AB(z9YSuhF6V^zb+(Xo;>pAx5V{sEpvbRM1%7TCq{gqF3ADo$0k!5KE
zbOXH=Ahl`1jg|;cBun|zaz)!6wgT{pSO|Lv-y(u<V7IV6GFs0&h%7%)PiS{7pAXwe
zGu};M<Qx)x?gH}IRDS+l%==HuJW;Oez1MRME3_N?;S+^i7e-ZVLoUgHtOK*Z*ii5|
ziYYtS;dL`CpO)!*vNI8dEWFT<zy6J$J+z`XsO`?kN68C|Z1gP}9JR>Vy5M!ml{0(+
zl?%}Tumv|t7@27wT=U`22{lI)jc0?-Yq03#z7mS-=u@Jw=)$FF^YT1EG<JRIXe_^>
za*Bc7!CF6=f?q#*G>-z(+glp<Ao`RIdAVQ;6NUvCff2DhP7(cNm3CMsna7x<cW<;X
z8P-_G*!Lxz<@zOazhPs6{(ctPtR^GFhW8^<=vTs2vx2+F`8l3NY|4Z2t630xDtnXW
z;upM>cBc%^r&ZX#{JO$6@=B23<)A?a|0*F~OpOyEAmsVs24ah4Y_)@RtbmBq+%J9Q
zie=llF&4%XjWQ1@)uO+Xf=T;AHnMjhP%`H@Z5VaVXDyg#1ap~lg|?)rFBICIaXrUg
zUc%c4Oyd^Rvh!Sx!R{F1+Q=4!rC%*)T_<YY+EdmoC$T@rCb>0&3wTVEE`8gPGZB>`
znm?_0*?qLEc|VI+uTx~MXzfP1n?yO>G+OJEkHpxEG}R9{{^ICyYoS;ZHSW=@T+z69
zEmVgzttab4D4TDzSA*Z)B;LN-BlPfnpj`Kp*UHZ%W0bh1RF1v3>nLKAt5aSru)-)i
zXd8*(by?+W=Wgn3ZRsC35R7qjw{QL$**{@_9h8cnxPC1OSuTiy_m$f27OP$m9iAK7
z?xw+?J=YsX?Z2Dzp^3IJn&`rNX`Zrx&E&ZCoDEF`I9KYSSA6nZiP{Wh;ffo(xO9h0
zKQ^(p&HzLLK6!5->5+&A@+MFBc-F<+=I^(YDn$AOX~#8oMniW}qao+rlt@DN6i+h{
zQBep68hzblXmCB_>_)y}e2`2w79H<_T?yK}d68U`!{Q#roVjC9KV6gob;!kpt74>+
zLU;-KFRw#&@}%S_g3ICq6O(+bSIIA!PMN%lfNy(|)p*ro*S0AsWWz5%1*?U2BMdv9
zguc&xM7A;_!(p1FqPE?=q_f<p^E%aX(tFqB{5KF9rPU=h==WA!frHV_By#$KUI1s_
zLrkJ+?QpO}_Ia=PbeORJCtRJ$N+D;uxaOl%E64e~Ms=H0JGgDEn@N4;!gx-pAXA;x
z!)Mif?QaP0;p9b1KEJ*^G9^CJ)7w@<mUJF_llbHX8(T-{t;$*G{>b>pR%2hipwP#k
zhwHO_SB0hzCoCi13#&B=>IZvUpck^#He^fi0%P}Pt|$~{X_>Vu`l!mkAKPL&`K~`?
zdS}^*j+B89En3i;c-{v#JJ+S1?eVB|t0$~tu4t~Ug!_yb^c;s(R$giK9=>eCOtjr*
z0krs(#>_A{T%5Wyb9pn)RZrWELy|ED9GNgGb1x^nLd#4d*>E$SLpJrYF$L1<lX+bt
z#Jumc(s8^RJLm9z*f(?0;yY*Nv;D!OQs(iMVjiSDZ=+V#uFf<GEKoRHdczw{d!Ca!
zcHv}Ni<esHWKn3ubdf#sd|1V&qPgMk_ES#>Jr@U38nb!>+h~fH3sWdb-He{<d{9VK
zI4Qe}BN{o|wdxMt8XBEk=19pUDz>{k&>BHpQik$5FA=WTNG#*o&!ulJH~L2L`Ikw%
z$TQ!$DaK4C;tOit*{Nh6YQBjeIU9uK?g+k@T+grjJjNTor8X-PTz3NXUZ)CITrse-
z-#>7_oEK@Xfa}}zbys9Med{e3?c1f|&obi(r=b<a<}8QPUdZQlJlzNO&4QfGf`-jE
z44VZTqjT1h6Knc2*ZLFJln<qt*@X4Ya$Oe|*eEDtM>sxZad}%0J&qCoy2SjD`c~CC
zI6LT71w#p4^qFIp{@D_uciGHUcj{27qiCg$Q#`SI;*{5BY;iAaALCUxZ@GM7F5zk+
zv#}3h>ATAKtQkGbTh#l({pzdklFB&Z!3z;K?c9_`at#Q!ge8jU4&jnGi)$Yq#&T_R
zhVA8rCriHJciGr<Y`-C7I}zX7_Ks(fqp$5f&!PbPcl9gb`)>D7n!QHozTjjUfmLU&
z9jLW>(r<LdqgM0$zXk|oie0n;lOQP&LIn*g=W`ye?4l$YpKLv&q1~N*XV^pW)x}5R
zO>w#5W+<^{#Q5_I$*0)z&bOdtZSSUx(0S;k6jzn?(iY$T#&M_NK)lwZe;tu*Z5GA*
z6{~o?Q-m54=HNPwX=HtS;f+^IOw+rSLI0--LDlc_muMWeM$;@Kl=OOg*STMRmJhqO
z>UbF68Yg4=A#so`R_HsvKx0aR{Zo~cTTy69b$PB<x+@~%CBt>~%eeJZt|dlF>$LBh
z7-y!pESxW)8X(=-G*TSn`d1R^ls~K2T3t#;&S5E}bt#^((lp$4DODAocf1grQfs*I
zt`<u{!Pkg$i~8~~<yLy79J<|6ZK{^@abNizk<UX2#;Q&+SrM$gu}1^Bq$SN8>yRGg
z-c=@BTHj1WwoasHQt9W>sK{5#<!VgZ<sWf9DV@zqhE)-pR?@0{ewt$@Hx<8)R<?~;
zDxRx+&TY>Xu<Xxh0R7@kz8)M8)p#6v52k9FCko@o2#q#r2TERgCr|mR@D*OxwbX3B
zKB|qlqwj{hgD7K*n}PNIRSMP9w_U_Y-JM8F9XQ-wCdkJ&PV_#kw<jlWjps`$CmtOL
zlAe8Xn#KB+LC?#MD)0deD<E+9R`M$m#syG}z`IY<d9X(r?>!!sJ1|;SJLWoFND1P$
zkczu~nRlRHAcJ{an5tyzwC}u>z+Fzp$$n^Ze_|TZ=x62ojkWZaUKZ!(LgbXWT4;tT
z8oO_imYf;oG)Ti5>o-|Tmbi$ynXyr0s7OLzBp9g=T;}EwzAMT&TyJ8Vym0Iedmv|O
zGSk+L<oYC(P9JrAWwLA%-Iqh=G~fBKTZweC?k`vj3Oxqw_?<Hijn^2_X;t#NAJhwz
z3>keb#yk1&{2@H)QpI96BxxR)Z-YKgMH{FFrb-Q)Zq-&qq{#(=QZZSoN{y1V%l2@?
zQm(4oroL8oaF_NtV@6v$j)ZYuo8G}HpAk;OB36<63<s$f^GI2QQ_cV<mRM)fOEu^7
z%eM7tmt$7S*vG|mQv_~gyb^pI;mlg1VKK9~t<QSh!=W@;EG13Am;NA+v%r#(Q^7X6
zgzR!HM;V29N}6sjZ!M?jx+0h3(=~^j7?b@t343FQn~bvUyX_UG)sA16_*<&ESH-9H
z5|m`zlU^`cU_}>hJvLr*FqAk6?eABRFiWoXiotmBTuX7_u&55hOCUmHq~C?cR9i0?
z$yQGHAA5UmF|R$xMtbpf3dfu+<=jHyy&8cCT)_)A=T0B$TNVdA#tjBhpP4QnOPCK6
z6ylmA<>%Ot5@<362kfgB9ZTwSkW<gUL2<7~OsJWHLmalUt7moA;@#Eu4=gt|EM-r9
z7FbelYpJ~r8{M}#ufM@1e7g0k*24Ly+yAJz9hK4uB{z9xWyPN*x8Evmc9B77s5QbH
z4Yfd{FbG|21mpw^sJ<z}Wg$u`vTjsRTPz-U{|<oxQaE%V9wJAm%>it52sRXlM27&c
z?X7WG<Z(3q1Qd9&4}sdDBk+KpK?L6D_>n3c{zJtO3#bGA67+#L`A|LJ9_TRya#ZdE
z?s3?l-wlv~5loPQxe=s)RtpKk|M9iJ|3BOHu>M%w@gM{e4S}otF#eZ2vV`~m5jb*3
z_J?nOap$O_2?+de{Q2b$5I7(gkfUUTK%izAR0!k*6(Lo&RPY}`cY^>i3k8BG`+G$G
z8W2DPfk*gby?^%fN4_l3cmxV)fyn;o@>fWe{@TH>#8E+YEufZITmZtK3TkC-0fAFN
z?aUx}Tqy7%#?O2Z{Qn~#wn|ilzHEPWeU$8<t#B9>{3vu#TV*O`f*{mZh3Y80ziIqt
zjU`0x=NBPzaCv!6%|D9CAP|kQIVKQG!~g;X1mbbFM!FCuXBP<h5Qqpw2_gf*K_CP&
zB*@~pp&bagObqlOA%GBp{&j7?0D%d2W75Xf5Xdk7|B7Nn2I24^5ZD@!mP4UKkN_PI
z(Ej20AOe3ApjkZq2s9B1fyMy_0`xHg?frw6I+FQ8YZGWxKp+Z`A=n&*3P2I)9)L~`
z3q=Dou{l5|hGEd*06h-SLjIuv7=YddXqEspA_N2?p&{_`XrvE7!vLBFXJ@Mi(CQ!%
z1&#M_wC8U$9$2t|EJzO<6p6!l``{sBNO54|t0+T^(c%7RJYL!wf%HS*P!K(AKoBA@
z5(N6;GeHZ)M2IZ}2(ltvMNv^&Rt5<FpVxnE{8Q>b6NKFUkoatKlru2flV7}Fy1#hX
z5)epv3y4j|FP`UB5a@0K2z2b#FP=~_2t*$b0yPi+<_{ZTzWCtrL8?$_czC!B291;<
z1oY4Ae-!vr^4}A`jVD7G@6Xsl^wD03P=7px5L6_v4~60&AxArr^xr4(|Fhz6X8mS|
zlr7o|4Q%nirsn|6GEAU1knTVf29Lo8LNI~<F2nziYQNb)Ab-qjfM72D4r1|;0Wl1-
zfQZ+gfJm6BLBy_wKnwWKyqQxvfCwwkk#Fh8ya#BY{pjys{t%@Dw?rWrZwP^{XKM#R
zhT_5qG_WQJe@H=8AbJoBhy%n65(J5Xq(QPEC6F3O8)N`71zCaYK+Yg{5EA4A3IO3i
z;h-4MSx_P<6_f$W0p)>;K&7BcPz|U7bQg3V^bphw8U#H9JqJyJW<U#|70@PV8?+Aw
zgUP|PU}i7}m=7!rmITX!mBE@|1F$*R7VHc@3HAmDf<wVE;B(+qa27ZZd>vc~t_Qb(
zAA$$KBj8E!EO;6G3A{%{OhiM(Lc~KPLIfpJCek4?BeElMBl0E+CW<18C%Q;<g{Xw+
zHc>OtL!v>V=R`9^D@0qwAYy7_He!BaX<}t!Jz^_j7h*4B9Pw%56yjXs65<--R^mS5
zG2$8GRpPHCWF*Wa5E5w;H4<YIdlDo`Fv)3>G?F}$3X*1$9+EMVS&~hX@1(S(+@zAE
zs-z~QPNd$X;iQSAxuj*JO{9-VpOY?-Zj+Ibv5|?ADUlhIIg|O4MU$nGT_dX{>m(Z?
zn<LvICnx71mn7F9w<1T7<H-}ruae&;e?UG;zCgZ9K~2F&AxmLM;X)Be5l4|rQAN=~
zF-oySu}{fBDNLzKX+?>mjHFDbETwFv9Hv~L+^1rs5~b3hvZL~)I!kqhs)p(j)oZHH
z)YQ}h)GE|A)EMeB)K{qMsQamBslU=N(MZtf(YVrt(p;n|r|G1br1?xsODjUFP3uC7
zr@cs9N!v~PhIW^ZnNEhzgbqa)OP5dAOgBomPEScMOs_-lP9H^|OMi!cn0}Rkl0k$)
zj{(7OnjxQ|g<*nWi;<ZT&S=FLz?jBZ#W=wDo{5}Egvo#j#T3tUgQ=Toj+vNQkXerz
z$$XBvl=%_!0t*?7D2oY;FH0&*HOmmoCMy%GJgWn11ZzHPJL?P^F`EdR37bD#I$HzV
z3${IW9(EmeH2Zn>8un54onu_bw2z^Wr5vk0_Wal$2ZY0b!;d4A<1WWECkdwnrwwN~
zXCdb!&Q&fJE;TMBR|;1H*DG!!ZV7H%?r82C+)uc-czAh?c!GGY@^tg8^0M)2^ZN2$
z;_cvF=40m5<iqe?;(NgN0m2H=f%rqNKzbmX{M`J;{Gt5U`G@%T1w;kx1>yv11*Qe5
z1eFE71TP7832qAU30Vlm2;CBTB}^%-EbJqES-4MlM?_S_Q6x#^uE=}QW1=RaQKGj*
zUyIR-X^91km57atlZh*f`-xu@e<ndBp&;QSkuNbUNhGN#iIKb}IU+?Wr6Lt5RU$PZ
zO(U%%9VUHCdRB%_##|;&=B~^-R0!$<&4l(rzrz$@{;*Qm6r2fe3Xg-g!avDM$RcI)
zWyj@c<qYLw<?hLSl$Vr8%NNSORA5%HP)JhfQaDglQp73NC@w1rDV<a*P?}I?QMOi2
zQ|?zGRnb+6Rk^S7RaH?HuiBuxp(d^7r&gu*UR_ijtzN1=ry-z$(73KKqY2SGsadQ!
zqs6a<&??b-r!A<B(k|0p(h=A3)w!*+t_#z}={D)^=&9<R((BYG);H2m(H}BkGO#zu
zGk9YtVCZdl%W%_3!6@3O)0ouQ%sA6{!i2{JX;NvjX{uy;%CyIf#_YIRp4mHd33Hrz
zs|AsTsYSNMYfE9vK+C&UAS)BAY^!N&QR`sqHXAY<YnyzVMO(OSjBVd>=Hnj6tB!Bm
z>Dr~+P1%dthuU{J&^x#~R66W9>N{pR&NxAxPB{%ab2?+3@41k>IJlI#Y@IMTk#l0f
zRlzmU^@W?LTZG$yJEyz9d%Fj{2g2jdNz#*!C#z0=Ls%h75L=!mo&}zpNIm3b<O)g~
zbqTeM)<9>Wm%KE*vb^4VYj|gSFZ*cu<oc{)^e}mtkG{sfMZP<JR(|DvhyITKwE+|X
zCj(jnnF9R+d$7FN2<%9ZWKd$zOt5NjPVgqq3|AHc4si>)hi3r}Q%^$0LK8w~!!*P4
z!*;_R!tX>dMg&GYiIj*uAGs7|7<Dt6BpMmr6~iBMHfHve&Z+CC!KXb>cf|_E#>Xz4
zF*;Lmmg=nE*{5-^xU9G@=N!+q#`DCViJwa_N&tXtA}(<vNiC@;nIsvLJak^}{MGZ{
zQ&1_7Q(>vOso&C&X^$_!FI>5Bc+u<PP`YAzVFp=7V8)9~t;~un#;mBUxonH<=1Y)E
zDVM(Fc;pP^%I6kcrn($@dFG1wm3vo(u4Y{QmgkfAJYP4zwt&0fe8J8&)V0w<?ZTQO
zo}$#Ey<$x9%j-thn@dDWa&M5`2)nUZ>QLHuQ~73P8E08)*+F?=`AmgvMNg$tWn~q2
zRr)QWTcNj>Z@b=pR;^!suSUA&dM#URY8|L9wC+Rw$@&)!W({3;l<(9u3O5!sF*l_&
zgPS9pH}Cq~ow?_HZ=}VvrK?q~wW&>}t^7X!{rq;;_Vf;_j`)tl2T>2UI)ge_A9_EW
z>+<ND>UQcL@3H9_dSv#fzt^z0yHBU@LBB@-{Q=d1mdDDE?+z*sHa}5#()3i}Y15G6
zQ1h_T@V#d$&ss;+M><BeMjwvpkM)k5j1NAyd_MBR{>94)*NK^zsF&|2{U<-Z3VXFb
zb>=nc>y&AR>D)KmZ%W>Zzpb57oN1rcpMCP~_`9h&<lM@9$o#j3_(j^q+$FxH%J;JG
z?=KrJKl^av!@^3?%KmEN8sl2Qy4ZT-hW5sjO{dL;kGPMApVB^ad@lbY|D|iodh5-0
z!1n%5$}Y!l#aHF8eS403OZ(y9$iH1V5I<=BZub54VZh-b0aO0<`xH0<mJsmD38;yl
zo-QH;jiQ1dVH&rec!z*j{zNp&R7V=WA)X^}__O^Vc<2Z%{%rkMcnGdY1^@B&`@euj
z1n~5SGQl(g{)8H%{ln0B3=$!&i}gnxLC7OuN(DV0>WL?SdjhJ2{{mP)Jp^F;pPkrY
z0?;ASw%7nf;QykBBLn}v9af(HnBdSK<NjfaK_Kw)KH)qmdj$UfooPp{e{_6=?SJY)
z^)X(598E(`P{HLDp~0b8;I{z;tm5{|wck?nr)z)4=Xb|`_6w0c0>}T>o?qbnhxSjs
zzuF_G^23}Ez(arZ-^}~bg!1(FM|<J_y!pH3N0|I~&wrxzUukr*F#idL;c~x$VRfwt
z03G<D@eoh6HzrU+bffKoC<KGj5Oq|rfLR3Tp?xsMQ8@JRC`&tJlpj(BC90)KrLKhl
zKFC5#M<9Zvy^elo5dr~FtcHM|t+}B9K_EgkA|NOLC>lT_0{jC*R3kJ*k5p6vn!tvN
zLXJf6ej1`q7S<3v7VGba0ZJ1xDl%|sxSSNk3x^0mhhuSm5V(w@D9|Mi<)vy1REU0b
z2;6Ci{syzc<z%opZzupeRiH3gsI06sAR!$R8Hh(jNC$=p0^=PSf^qs&Eigpp$R-&i
zHUNrog2H8B(4Pb81Mc83K}X<)FfhUs8;aKu4GqPhRN*MNio7S_K1xwmQ5p_MqoiTL
zC9Q}?BfV6V72z-ixu3%Y{buH0#seCF0p)-=0F)|F0z-u&(KroJBWrVrkq<Tm|6_cJ
ziVRFq6#9qz|1GP4-2Ce(015pg4C;W4ss*s_ydw310-mNU3@#@Plb41m*ufQ56_ixv
zfe)qOsxX*3^ly?t@&Q#n;CD8_?{5AVs=rD8ri#Vc0aHTL9(c-Q!vl4Kg8YG9ija;U
z;~gpeA)^i@Wazip{I{cp2(qyF&+!TfAWUe2oT@$+85#i8B~A4IZ>GzCJHsgCp9Tko
z;{1=+1_}v9`=bfAg#by00~Vu@s$PTw9Wb*Izak6;W~8X5I?#y6;Qi5>M=MXqAOC~!
z#}HPMsy`yoTSGKL8ug>zAPQvaNE-Dc8~zy0AH<O!^jBa1B3DN&U}XbogZ{a1Xi`D`
zOV@v|qhFgP@Hp2H4JT}c|2PB?o>717#XncI*uPrT;)Dt>uttC>O;{yj`l^H_29t*=
zz!epgj#if_3?>SQ0juyoO8i+(jliM3s9+FT1uDXR^y7jkDk#V)K)fJ-@RSu~ffEAZ
zf&~7-gUhKX1JA0z@L<aFiok*4Z#<YHP;37y4+bN=Bls&%4yO3`F<{CHDnPCGFLH2M
zxB_rG`WsJ9>F>I5S(x(Q<zUK+3P7a)q6_ep|H+g6r<@!h`43%~JW$#GOMh@#S;7<k
zFFe2!xxbGAhpWi_Jyrlu@gMyG52wG63;6cWe8|cXD&Kz@7cMKW@K0R@#oy%cI0VKY
zjRSrN34tERM4^Fs00CaVV1bt=z?8IwKurR@un<6j@b<w(A96xn*T6tWS6AOa*8sq}
w`ih2x5p@+{2C{m}vMPqUhMNDg#L>%@5Ih2hKbm}Sc{ogwN?6#y%8=^+0Ec^F8~^|S

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-reg.xml
new file mode 100644
index 00000000..70712c26
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-reg.xml
@@ -0,0 +1,24 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-005-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='208'/>
+         <instruction instr-id='211'/>
+         <instruction instr-id='211' subinstr-id='2'/>
+         <instruction instr-id='211' subinstr-id='6'/>
+         <instruction instr-id='211' subinstr-id='8'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <bounding-box x1='77' y1='389' x2='482' y2='458'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-str.xml
new file mode 100644
index 00000000..51ff6a31
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005-str.xml
@@ -0,0 +1,63 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-005-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='77' y1='446' x2='303' y2='458'/>
+            <content>Income level of individual or geography</content>
+            <instruction instr-id='208' subinstr-id='-1'/>
+            <instruction instr-id='211' subinstr-id='0'/>
+            <instruction instr-id='211' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='316' y1='446' x2='482' y2='458'/>
+            <content>% of the area median income</content>
+            <instruction instr-id='211' subinstr-id='6'/>
+            <instruction instr-id='211' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='77' y1='431' x2='142' y2='443'/>
+            <content>Low-income</content>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='316' y1='431' x2='385' y2='443'/>
+            <content>Less than 50</content>
+            <instruction instr-id='233' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='77' y1='417' x2='170' y2='429'/>
+            <content>Moderate-income</content>
+            <instruction instr-id='251' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='316' y1='417' x2='464' y2='429'/>
+            <content>At least 50 and less than 80</content>
+            <instruction instr-id='251' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='77' y1='403' x2='155' y2='415'/>
+            <content>Middle-income</content>
+            <instruction instr-id='269' subinstr-id='0'/>
+            <instruction instr-id='269' subinstr-id='2'/>
+            <instruction instr-id='269' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='316' y1='403' x2='471' y2='415'/>
+            <content>At least 80 and less than 120</content>
+            <instruction instr-id='269' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='77' y1='389' x2='152' y2='401'/>
+            <content>Upper-income</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='316' y1='389' x2='381' y2='401'/>
+            <content>120 or more</content>
+            <instruction instr-id='287' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..e54c96feb800c61ec68bdf170479f5821de0a691
GIT binary patch
literal 9062
zcmb_i2{@GP*GHBbOR|<MgX}RY#-5!RVUQ&;W`;&%hMBR`qD8jQg6vyDl3fucWKBwC
z$&w|Mk`hA8_l(x}?fw4$@4K#dt_#m|?sM+*yU%i8=bRy9ZDgVhQ$d1c+Fr-!f>gm!
zFvY_gq^%9HB#^!6hrnt8#TH^hB+&^}FvNs}r4x(@I0~Mis|%vhsRXPKC@B51Q&-Zn
zd)w}(x;^Av-`>4r&*wXNe(AeS0z8zwWXmtV+uO;q3x+sjc8q1u{Yzmc>F6(NwQJ1B
zzzQ0j4<kf!ZCw4YzFNLE&2dk<3H6zlH8(QRIv1-$=j;&|k`TJ9ji1Lg;2>{>B;#)g
zDAc>)u6Y_%)UTfkcZFVRvwSI!3#?~*+L}6|qa1Palx6vg5j~-!buOQ7wFlkhE0s>1
z+1=x=eHJ-$$<ycNjoW2&G5sGGgRZAnayd|k=6n|FzwX|4%DO!E>yZ`VNtrCIjyyYB
z$Y*k8doB_k7fRVwW2YUL&)ekRZ|~~%WNS(BVCkW;<mveJVwG3^_9UnMH4@3q?C=7y
z{BEgh9F^q(o>%<`U7LDCLI)BqeksSNQFq)+d@f~vBK}3q;M>kRx6@AfbgA>lR9CuF
zW}Yrd&RVlP-9^Z;PArJ)F||DA#<hc!PkcSWP)0T2iGKO2V@>#z#2DiS?0U_hYWS1K
zzDJHa`dnRtTjr+BIPnRD6Goa3R&9!yf%Cm9V}5`+PhDKb^fkT}PYd^YU7EJmNa_+P
z4C}H~O=nlY=f9YVs48^hvGvy30*|L=a2(aG@_(X}DSQ50%e`1{oJ+ox2+p=NcD<(1
z8<#_L>K9%SFihIi(lOmQ{TAI_pQ|FixAR@Cu#{C<pI2Y8u6@VUxcRLyRsS)Et0xr3
zJQ~P6s-IU{i;1JRAzeD*KFwFA6t{5-S|4nG$tgIi{#nn$`e8qU5<fKmg-L=*Rd6al
z+|yqUxzwGq*y70T*q`mLgyVEl97=M}LKPfW-}az8BfC)I^%se*(kmzZAEuOBPdlAl
ziR`^OLMnS>VJk18DkQ7%bktH2{;_=U;_DjXI)@$GdgH67&kD4vWa<yDymnofi?1DX
z`?@|tU5%68+u@{W&u1=cUyv(sFYm&MFunU1yzgCz&NIWL?3I4?HDg88<mI|#F@pIe
zEYor@$SD5?_YBX;<)VaAM<?OA#^JIj2oJb*r=78_^GD-dv^QI}2(I_?@l%@?vky$<
zoaxJ+E0kqzpXn6v3UtgN->D7GWOH2|KW68X6=k=0pg_}|7Qi!d7B_EARgqxhYfw<%
ze`m2d$J=6v(|<sM>od1|eiA?XbsLLv<ztP<F-tiE<SZ<1>-K?ySx$$NR71VoqI5QT
zDn$E2c2xbqTbr^|gT1_*w+huZgIKG%{LJ3(>It(0$;G9b+{KKc-$uO49u%ty_jh|;
z{ARKK@=X1jq!b+^J|iykB`VjS?aTeDz}JoHeKo=M*Nd3Qdqq9_D$pL8Ii$)9X}B+4
zuN+!L8aBC@J<lh%6>}l%kb`n&726NTUqxkvDx*i|k9>Xlm~7m`FMrGkU#KBYklF^{
zI*`PY+n2)gCVVge9p1V-|M|riv6pfpr6l8DqTJ)}=O{^}y*X_!<{~JzmR%Ir)S1h^
zIQpTyD+htPUsYuq2t~n$;<wj(ZY3=C3avLK<aHqRayxcczj*)g({+NGec_@b`^e@~
zytBf6M+{nSZf*~};I-OY^+XRXSLu4QD0(Pw+#}~vMl)aC$Q7(3X*280!X#q&sC}h<
zpPt8+v&cTyJSS~FQMJ>}2$xe+xXNe3%A!UVkLD1v{0RzomW`x_8*d&gut{=xM>xCG
z7-q03lie`H+@+?QdQL;Wx~?dYFs2rouBij{>vbHH<7h9*AniUM9oZN$j<PL1UA`IQ
zH-t6RcUUS|bM(2RF?F3ev1Z%q=9o^*K9%^ESa&D<``~VcGsdj~P76zX_3yQ}9ft%Q
za};gE=9FDiKBK=YhF{e5BNLxOwl?3wqH58-$w`^0yTPen)Rf9KzJ3zP8K%jc1oI1v
zuZyW@H);=UXAUJ-b?o8a?I6{OQy-C!e2-of;Q5?))7FovJHe_b*cUUwIw!&GdG`VH
z4kfFA2gi`R6L03rB=g=_7?AcIe<#O_vhg+DoUmV<>FCE{wX_Q3$&-!l29ori6LaGJ
zE_9t%tH_lACc`W?L+{B7j^?^BE_P6mNbKtS&1YjcwZX!|VX$2XjQ3``+xn=voH%1M
z@O&^ER_RtsaEIAivr3zUoJ~yd(&zIF%ei)1CjH)EmmqDtoMZOxB;*uFj@F=tmE!H!
zehcVgV+A|TR?fZ8RNpvtGW#4Uz(5V-3DVgjX62cs35xOY+$eXI+wp8gTTUHJPLZ5)
zGN>m#AC4HKzwu*Hh-mi+ZHC)u>TVKd=Y{l>Q(55rrc-HRNTtx=I|-*kl<JEDFj2D3
zLgu-=i^=Bdb^JC=Tx<LGneuGE{I(gJiF$NcZdl7oOjKkv^GyC|$@*18(}s)V^uFU;
zPWpr&QxX<Y?&W2^+g|Uu3ni8ln5kG87a5h%m42&TTBDs+LAzDmb>^h*;cL-7H;_V@
zsyu<FwhCSMusd8U%}a-4ed(!3WVQ=Ds)74#b-GlT?Ril4=FLa*>Vjrc0sM)QEZaYA
zTA#GlFT%2L4eYm8lG+E8g!zTW#7U`_KCs=_dPH$DLspcnyzd07f)y;9%UQB3PT+lh
zPddwSCH30t@--5%ROx+8*5a=vlmvPQ%H$=BXhTK?=P)uI@*S10k1ElPL2M@|Dz62z
zvYasHZf^2mx#a`LdbOgm?9xi{a~1PEg=d8fiKddJHTTzau5PWjA54uow;c355mf)N
zXdk{b>dsTvdtJ8=2JV@R*3n6F-(80%zR}6D&pt<+pCQ2!yLKGPCr5mF!M)ytBB;J~
zBDh}Cw=<B-pSJ?B!_|*j?R$JZ?j*v4m!1?G!+&KpzBOZnV7{Vx;ls-*QktY)dF;td
z&7R1!3w+7>S~smaM_!K&MP&uRGnWRK#Zn6V_PD_dKV%9Cy$-PMne3@CuutXok?+WQ
zJo2ziy?2IgUu7b95Cg4z96A4_$xCocpk&Op)&1?^ed)^UMb`q1*R}m7TGqloF!>Y6
z?I)h>T70snb>V!qC9wti{;?=@srp6Ike6=46uG5xTJ{>`X4c-G$IMHfNnY^G_bHd^
z+ED@O`VYPA^Q5?Q;rC4x7lU0~OkyWdLCCjt0olXZV$s1WQ1~${hnB8z`@7w%m6h^#
zDA~%qafrjsR<4&<=3yZ-mQ6v1mv&;!&-zmC#u?umt9yB639k?3W^z?O8|pW4HHoQC
za|bO<ZkJ7N-|kBR5j#HzX<s1*UVOfGhY)5j@@$efYSlM|`Q<&hIOQV2oBQMpd%HCI
znc-_~dlqsKf;^T->CzeorfpHDhM}L{C@ohIpRsp~(YUACC$F4wlJ-pfSbYW|R)tUz
zj@shV_NnVkI=d6I0*v4nZo?uvhSb04XK_*BnBSKo(nI&t4;pHE`iu+?&_H`)MBmU_
ztu2-f$hZ78R!3xQ9{OHMJ~S4#OLAb!nJ3Nu@H0i1I+c8-Iv;y-5>`BYl+Q8m{9f}n
zac$VK$IGUdSH9F{`^Vr{NSM;ArMVVhXygl;#Yeb^*P5LpPa6DlRkY5LQZJm<ZN-m)
z7jNTr#s%nGWL14o#!@y>Jk~x@<|k83<c6b;9Ul=Mg=yU8Hc`pW-wbU`8I>NyoO2l1
z*|Qq1d%;76qf>Z3a2IXsUOjW{!PzWs18!GSAKs=<#hkRn-n>)YUwf=AU%u;%7EPSE
zljghBy_2qOfSN9CY1O#wPe1pV2vP`Ibtus*(#kX)G_(2=#IlGMW2^tdeW-e${r*hb
zrwh1O4`RNu>|AqAA&~Lk3tr%fQ6w`;W5!>&x&{pNore5XK-&fT5+K%CF9HNjz!R|s
zlpwGR6j)Y+!NKYpa90q-mO=;0X)qMvq7uk-FoIEQ17re?;!nj9Xh0QiO{L&41iA|Z
zsMEm^J3<g0kTVXVn_@OZVGMnMhzSJ{hcT*mTM$r~Lkxj;U`HDG8wp}arTG31Kn2Qx
zpaOMeaDRu+(EhFV2NVI=!5iRdV2A|~PXoJvzNvBr1DpFZwEZRu`ziWe(hy6>k|<t3
zw)lQ9G=YxA11n%S!wwrrzw1{2>juA02!a@(AyyQs50(Ui?6XD#Y9V$OU^>+wXh6OT
zYy1>u*v^Xxcqv$3A8-*t0g$2M2~;B4OWqt07=%a<251<6UtbczhhcK)@2B|9dA8~x
z1}58I=Gn0BH~T<rVNeik;|#zf0tDMQAH)^~Lj6tVH^UfUX#|FwAWnwP`<<MW_5+~s
zzz<Cs!0b=LQa7AvM4;iQL|;0E3I@Ui0I*@ujU~XV=0<iDQ*$FU))x%<aUKxFXg?SQ
zL?B}s6HKEMe9Xz76fnaow!l$6=!`f7))>keeue*bCdL`QpXtBiQ~se*+3a^v#$=!y
z1kUjb5wOlU2H+hmna<EkbAd4oVe9%64g&}DHypoW5AqX-8G#f)pc8ReWdjNc|BotR
z8$SBWuCU*B{UfTrLxmU-Jv|9P$^kj%0)ipcA%6Z8IsxxNA`v|4KVPUsuS0a#U;8nf
z`*&mg1o_YSHsaxb#rNBW41+*^nDX!V)V@L5!1EK`e}oGAl@s54_upIhAH6*csjK_5
zhsU|!VdC)>Vq(c)(q~)=f4%EAg7N#|H?T7N`YTvB0@MoYL-^0pZ2;Usz#XWJM8Lst
zbrb>&Lm^?V3}{|7u$ro>8VUr_XG9Kgy#OmfNMn7?2n;uTfBzO&^o<=r5Od&?A>#DO
zUL@cW1=1P_eFrcSrv5Dz2!PN=5`4QJfe{7)4u);aGk*D0#sIi5$UkmeO|U1x1(s)A
zwu}QZWEd`YgQ+QiHblRh;M+XppKJ<8qJR+mY1KFT!+q_Z2<pv@u2iR?D^|hzC7mvr
zQDy;Km=hPUj^{>HJI<;~=De0lx-ZPWMMmmA@8xdivgfj>X9gLG#jJwdn?sVb*-yW;
z7O-p!c)U$Z%I=w!sMz6jKgCBcW6d9gLh{{Ryw*&;J~am}2OeF?q>Tp842O=jv9KK5
z#CNA@<WaTF(Z&yVm>+4ggCUM1!TojnZ#&8tepNYE^{Vvj{1bPvOBCD1gP|^%IZEwy
zGHZLop2@Ul=80)DVcYLGSxwG8>-QPPuh*-ylr5iKQbsSM=6IPho%*Ya&VSu=N&kzI
zc~Kzw(A=%h)jJ&?1|gUzCn?X~Jv~}|A+gH+g3cWW>$m%RE#HV6D2>|;aMuqWd$WnQ
zIU=NbAyJ#P5_{ru)~2)~?z>~<5=T6VLi&iow2pP8AKRewnTOHkJ42PfY$4?hWK}W;
zL}yf##3+!jy~J|vOo%k2+<OLk(7YaWE^I#16|cokx#VRtHR8KnWt@Ia{1dOKqZskw
zE!|cpi_v<8F}G%ok2|MvY_jiISEnjCN)EifD$_oL>~L`qz>u4H4#e+Vkc`&oMx|NU
z^jC_N#BT|RZp#M+n|0Vv7l{e59e+6Al>@qeXe^Swj*1vYY<rTVo`}^^^U%_b2*1!w
z6qQ_!SRM38^~W6Pm^^2(=6Fy^&m5k=8za##5UqTI1+yno>PA#C=%MN>g&Bt%JLfB>
zj-0!XOx8Qq(95y@oGE`C_37R%+4RVjalZRjYEe%8+UfCK<{rCt`f`%<R%dS-1We#i
z$J!Kb_rDWUyI5Rv`9yJT<#6Y6S>9{^WvylAot{}`4>Wu^+*;FC8^ZMT+Q*(#%%0e0
zRqd+-yC&EOJ+*wHxZ0VqcdPmJSJwT-&mL!8jlT-f@VbjH?lSd%a+g|MoTfO)r3EHl
zb55O-zhwqz%}Vi4h>hFt(HX|&u{}Al#h2}#pV(+jnyg}oNLJGk?Y-5v4Bx9{w&_i}
zy+c^2z)lI4or_v~<+#bE=V^uMK;CQEvgn(3=75NXuF)$Zk%Pv?uoE-y%|B_1PhiiP
z9N`#iseRx4NkH#`>7kJWkCbgsRaw@Z_tul<wvg!C3%}H5{Qf{Nvw8g|>EM`QX+3?d
z5F>G$15Zn)6oWer2=x{FcUbo*xD}m$%;GQ7VOeeIW3BaAWhq;;<Ve04b+=!MAIW#^
zIk-C_`F6lcqgnmBV89hy5N1L9&FRn}wcwZ24Q&U!BXQh2p_Q1OzM9t_ON{dc?lIEb
z)U_(sE2+N7wS<{%3%$&-pdo(Ru*~hvU4HEz(~n1PnmHYMAor|!Yw?KpfzM~)pCjI$
zd-mkg4Ws#{BQ+`Wv)qnb-6o7bO1cJ1r!jjymmE0mn%zWx!|VB|As`jqD!yud#OT$e
zWH9HbnbK@x<i`_GVcFxH1<lBzIrtPm7<xTy6ixF?zOR_^a^+(84Zk(+R^$GieYe&g
z&y_aZL%aw*b)Hl9#mtN88<mxC*Bw@o1&S3dJ0c+XlaqDwXE}=o3QL#MaCuPz=>75&
z26FZvy(Mzml+{0bKVS+j{gUc+XPL_~DA&b}HRhA94t{oGMc+`OMR3XH)mttRm}{)#
z=Vv92b|h{%@%hrD9U+BfI)$9EbCTQUz4x7-(2q{;@paf??_+g)>!Tj7SDx1UPR8{h
zPb>AlD)T+0pL#sW+$qXgdOM%0Nw1~;LasIDYT?!R(-Gp=)u&gslz78Z*|uMls&Anl
zSDb?z6!8`N?+A}`;`uO39P7Zp&EA<hDO2i@S4||?Efk~#$EEZ6UEL;7JF0$Qc7=Na
z5oa@AC}MOdR{X?Jxlx_$Hm-Z!S6?_7*SgG~?+AY%-YlNUC0P3KJ{Eq{RXBX<q0+U3
zm2s`|g=4}_B1^VUO$zs`cR7kwD`saqI_@=3)vUCvf37Bt_nruxyNk6GdDBrpS>=d1
z$C4Bf8gE&|ExL1^|MBS$c--TK=vHy*rvkTRGq!eI9@(VI+%WAOGnO1MGl0nG=@fr^
z1AhH=6?&i~^96ZXey$4>=V@ZX?XxYXcJ_k#W8RX&VbV~i<e;q;nckA%N$0-rrv37u
zyUNJ}Q)(ZkjI-n1W5YtK3y25u1a3ki232djT9TyKUo^@qY(sdaXc=G2y?nV_vE<!>
z+t)3OVy$Xbq>uz_;mhYeIQJ4e8xGPghO%$!wcM0g7(av)OVu$2TRZdd?<PB29jvi*
z_H^b;R_4Fb#y!+y+VlyWwySC)%B`jz40+tR$Gu5C<rzt9L|0Nrxx=`l?vNj*q75Uu
zZ~5LK;$6Cu?0Kx=R=LTJf~In#%AEQ*ye6M{!0Cx(3lUMR!O3mMM;)~u<wt8Qlg`{K
zmR~7L8NrE*FP^v*>8$3=k?@ccx_o+ZlTxKpyiU?IWH!QfV2jfS*#HbhH)E}+sx#~@
z#{piR^A_Z@LWNH`2Jf2|d-3~JZ{9liAsx*@dR6<<DJ`>tn1v4YDK0M>Dsb^Bu2OKv
zoI=NtQYq&>&g1!Ow`{8AcLS%(-7@{SX<YEG#Yy2U5MCaBo^5Me9`G&mWrDS>W@Sh+
zRlE*PFt;*8iJF($=m!H;V+B`yLhcr1qb*2vtp(IHyEJ@S3YvE_Z<h2e!|hVHOi+d>
zbkHT=3(!45nZ2eT*>ci)oprRv65pmIi?o#PiAx>2QV>v7l;Q2&kopRU?<aO?sm?_O
z4uwT2snNy#hx?GO^;Y#JX}N;lY|f2IS8rDDzJFOm6^%if<3t+n8i~i3nHkEMv~&oa
zLC#HdvEz6%mXuDC>~h=V_T-mWSYJrqT+<vP#WUe3@@||%XS#V|JNT^5jXp$A`F4Q|
zpVn=Hp2*wwhqDw+Xj>O$AhNB(?NzI}^U+R27m9#i2HLh9mC|UPcZbLISikfiA3N00
ziKx1_yH+LjX*S%U`q4CV(s+KzggB+7;?9T@R<O3$<wh&*0L$8k2iaZ`F$dw7So@~j
zCfqzyca>Q>O|N?m+ub1K^wUJw+t6g&nO?g`u1VQnt+uSanz75@*6#2imoAi*tLKXY
z$G^jUl-%=j_Dm?N&`}eg!4eIP(R3-wS@ovztE?w%5+c9YWG0-R<y!M%>Wpv05%#Ec
z^9V4*RTPS+eLZhfR8&qG$$qY#JZGu+2!F2g-L9mwmYG{)iWJgbJRfd~7Tx`zX<>NQ
z=|j%ZtijmExD&HGb+kfi9+1q84Kc9NBcWN>#IM!F>dsxV{gm-3zGB`*ZklWr7WsDJ
z>&aJ_y^>cyH}NG1K}6jyHq7QuKP-uC|I%D<g0{L{n#s2P8tq7S(!*Z=RnF-wCIZa)
z&%$@3RsFs2{n5lS+Q@Icl_T2nXGM)b{;H|9^@4n{xWhml>cJ>7b>!aG-<AUt@j7z*
zRnbtiuOZ<O(JX{Yz=T-Y;X)4MH1KkIx*%;mETeT*4#N5>1Jx+-wHpl#bW=J~hPIX_
zQVfP5%^)9NAE1{82l<f5G|eC#xeXCb;F&>&$bmOl=!bRW9MRTbI)y?yOr(S1DjF&<
zWf)>N*pmvB>VXvMVK7WZO%B+SiucsC1&ZEp8v<`Sa);=2Urh)kFfdRh5TQb$dO=_s
z8X6EN90G?c102e<U@{#Wq)ets1Nt_A5FLMtk!dO$m{f2S9|+MA0#kuPekl6UHV`Rf
zFheocgW^xuk@NQ_;x%D-PgM_?x~ei>4W_CLgAwq`P~fBNK|mp~o(QNKQXT(8o$qfj
z|Dq3A02CqsI{;6bzz7BJk0VfZ<V>wC!KQ~OH2Sw58?2!MRg;5!KmNak3h>Q8TLEzB
zcQa@MJep{rYxWE_0tP_3a3~C+3`HtKRqbF%O;t5bsD=_0rU`{=L;l7II3Ex-1ip3!
zzJ~oji2la;n<#~92ZV&KJ^3)15=hnuh9N+gO$XfZP2YylcOGpB!$ZH>=HIp!))$Tb
z&-U{1VFWaTPt%Bk^Jk20%#Hp(;qq^L7?1l2*w>#*+Q<z&4np`gQlbG)h5?B2I89H+
z+zN<n>@N#LfQXdS)dm)USrmz&yODYNB>J}p5|NQfnj|dQOGhq98Bg%U`jhB#fTuRN
z@!z~bBI<s7*pP$#+Up;DwLt<h8*m%s=e?l|0{=^&e{Z8-mnATJ(2)ydT!nv3As7>}
z?|1Q!td{?$qy}bu8$k?&G$TvojWii421P<uVMtZAjqH+xLgfH9APfH^$Il^S5S8Ew
zf`Z{N5aT}j_F;@H5UOBL@OK&lh6E5YK49_>8VaEXj2!+-LqLJi$KPmhl*S)?P$*;Q
z_*YptO8pN$1RM&Cy8g<CK%szf=HF;=HDKiQH<~Ky56lQ8{0|xuhWJyjI_%H=5J+IC
z_%|I0^*?AxgvK9dL!h94V%AXmg9iBV4_P%0<Zm=O6$^}RsKEcRfFT%S2m$aL7#O!x
zfRPYm5DCmG86#3gI03_Rb0e^ewz@G?!w_MNGBF0`^CmDO17md<02_EzH83zl8R-6Z
aj*VeDjgF<#H-ZI)L}`FzWQ_Njfc^(NCWKo6

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-reg.xml
new file mode 100644
index 00000000..5c55237e
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-reg.xml
@@ -0,0 +1,71 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-006-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='8'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='330' subinstr-id='14'/>
+         <instruction instr-id='330' subinstr-id='16'/>
+         <instruction instr-id='330' subinstr-id='18'/>
+         <instruction instr-id='330' subinstr-id='20'/>
+         <instruction instr-id='330' subinstr-id='22'/>
+         <instruction instr-id='330' subinstr-id='24'/>
+         <instruction instr-id='330' subinstr-id='26'/>
+         <instruction instr-id='351'/>
+         <instruction instr-id='354'/>
+         <instruction instr-id='354' subinstr-id='2'/>
+         <instruction instr-id='354' subinstr-id='4'/>
+         <instruction instr-id='357'/>
+         <instruction instr-id='361'/>
+         <instruction instr-id='361' subinstr-id='2'/>
+         <instruction instr-id='361' subinstr-id='4'/>
+         <instruction instr-id='361' subinstr-id='6'/>
+         <instruction instr-id='361' subinstr-id='8'/>
+         <instruction instr-id='361' subinstr-id='10'/>
+         <instruction instr-id='361' subinstr-id='12'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='385'/>
+         <instruction instr-id='385' subinstr-id='2'/>
+         <instruction instr-id='385' subinstr-id='4'/>
+         <instruction instr-id='388'/>
+         <instruction instr-id='392'/>
+         <instruction instr-id='392' subinstr-id='2'/>
+         <instruction instr-id='392' subinstr-id='4'/>
+         <instruction instr-id='392' subinstr-id='6'/>
+         <instruction instr-id='392' subinstr-id='8'/>
+         <instruction instr-id='392' subinstr-id='10'/>
+         <instruction instr-id='392' subinstr-id='12'/>
+         <instruction instr-id='440'/>
+         <instruction instr-id='440' subinstr-id='2'/>
+         <instruction instr-id='440' subinstr-id='4'/>
+         <instruction instr-id='440' subinstr-id='6'/>
+         <instruction instr-id='440' subinstr-id='8'/>
+         <instruction instr-id='440' subinstr-id='10'/>
+         <instruction instr-id='460'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='517' subinstr-id='6'/>
+         <instruction instr-id='537'/>
+         <instruction instr-id='554'/>
+         <instruction instr-id='594'/>
+         <instruction instr-id='594' subinstr-id='2'/>
+         <instruction instr-id='594' subinstr-id='4'/>
+         <instruction instr-id='594' subinstr-id='6'/>
+         <instruction instr-id='594' subinstr-id='8'/>
+         <instruction instr-id='594' subinstr-id='10'/>
+         <instruction instr-id='594' subinstr-id='12'/>
+         <instruction instr-id='594' subinstr-id='14'/>
+         <instruction instr-id='594' subinstr-id='16'/>
+         <instruction instr-id='614'/>
+         <instruction instr-id='631'/>
+         <bounding-box x1='72' y1='304' x2='437' y2='372'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-str.xml
new file mode 100644
index 00000000..5c306416
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006-str.xml
@@ -0,0 +1,118 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-006-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='72' y1='361' x2='170' y2='372'/>
+            <content>Child Race/Ethnicity</content>
+            <instruction instr-id='330' subinstr-id='0'/>
+            <instruction instr-id='330' subinstr-id='2'/>
+            <instruction instr-id='330' subinstr-id='4'/>
+            <instruction instr-id='330' subinstr-id='6'/>
+            <instruction instr-id='330' subinstr-id='8'/>
+            <instruction instr-id='330' subinstr-id='10'/>
+            <instruction instr-id='330' subinstr-id='12'/>
+            <instruction instr-id='330' subinstr-id='14'/>
+            <instruction instr-id='330' subinstr-id='16'/>
+            <instruction instr-id='330' subinstr-id='18'/>
+            <instruction instr-id='330' subinstr-id='20'/>
+            <instruction instr-id='330' subinstr-id='22'/>
+            <instruction instr-id='330' subinstr-id='24'/>
+            <instruction instr-id='330' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='231' y1='361' x2='321' y2='372'/>
+            <content>3-Year-Old Cohort</content>
+            <instruction instr-id='351' subinstr-id='-1'/>
+            <instruction instr-id='354' subinstr-id='0'/>
+            <instruction instr-id='354' subinstr-id='2'/>
+            <instruction instr-id='354' subinstr-id='4'/>
+            <instruction instr-id='357' subinstr-id='-1'/>
+            <instruction instr-id='361' subinstr-id='0'/>
+            <instruction instr-id='361' subinstr-id='2'/>
+            <instruction instr-id='361' subinstr-id='4'/>
+            <instruction instr-id='361' subinstr-id='6'/>
+            <instruction instr-id='361' subinstr-id='8'/>
+            <instruction instr-id='361' subinstr-id='10'/>
+            <instruction instr-id='361' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='347' y1='361' x2='437' y2='372'/>
+            <content>4-Year-Old Cohort</content>
+            <instruction instr-id='382' subinstr-id='-1'/>
+            <instruction instr-id='385' subinstr-id='0'/>
+            <instruction instr-id='385' subinstr-id='2'/>
+            <instruction instr-id='385' subinstr-id='4'/>
+            <instruction instr-id='388' subinstr-id='-1'/>
+            <instruction instr-id='392' subinstr-id='0'/>
+            <instruction instr-id='392' subinstr-id='2'/>
+            <instruction instr-id='392' subinstr-id='4'/>
+            <instruction instr-id='392' subinstr-id='6'/>
+            <instruction instr-id='392' subinstr-id='8'/>
+            <instruction instr-id='392' subinstr-id='10'/>
+            <instruction instr-id='392' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='72' y1='342' x2='113' y2='353'/>
+            <content>Hispanic</content>
+            <instruction instr-id='440' subinstr-id='0'/>
+            <instruction instr-id='440' subinstr-id='2'/>
+            <instruction instr-id='440' subinstr-id='4'/>
+            <instruction instr-id='440' subinstr-id='6'/>
+            <instruction instr-id='440' subinstr-id='8'/>
+            <instruction instr-id='440' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='269' y1='342' x2='298' y2='354'/>
+            <content>37.4%</content>
+            <instruction instr-id='460' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='384' y1='342' x2='412' y2='354'/>
+            <content>51.6%</content>
+            <instruction instr-id='477' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='72' y1='323' x2='99' y2='334'/>
+            <content>Black</content>
+            <instruction instr-id='517' subinstr-id='0'/>
+            <instruction instr-id='517' subinstr-id='2'/>
+            <instruction instr-id='517' subinstr-id='4'/>
+            <instruction instr-id='517' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='269' y1='323' x2='298' y2='334'/>
+            <content>32.8%</content>
+            <instruction instr-id='537' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='384' y1='323' x2='412' y2='334'/>
+            <content>17.5%</content>
+            <instruction instr-id='554' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='72' y1='304' x2='131' y2='315'/>
+            <content>White/Other</content>
+            <instruction instr-id='594' subinstr-id='0'/>
+            <instruction instr-id='594' subinstr-id='2'/>
+            <instruction instr-id='594' subinstr-id='4'/>
+            <instruction instr-id='594' subinstr-id='6'/>
+            <instruction instr-id='594' subinstr-id='8'/>
+            <instruction instr-id='594' subinstr-id='10'/>
+            <instruction instr-id='594' subinstr-id='12'/>
+            <instruction instr-id='594' subinstr-id='14'/>
+            <instruction instr-id='594' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='269' y1='304' x2='298' y2='315'/>
+            <content>29.8%</content>
+            <instruction instr-id='614' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='384' y1='304' x2='412' y2='315'/>
+            <content>30.8%</content>
+            <instruction instr-id='631' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..4e1ac7500bef90448df62008c86c6e9c9b1b04ab
GIT binary patch
literal 27295
zcma&sL$D}Nb7<jX+qP}nwr$(CZQHhWk8RtwjrS*&H_9ZluAc5eSAA=fDu{^DGSaa?
zk&a!*7eO&H6EG0i8(Bf|@X*Vc+L^mp5HPa*XQf0hW@+PM>O?><W@G4LDq?DEZ(_>F
z2j%SIWNK&&<&iU^t8Gur={DQ!52_C&0bSiSZnX1C%go(RGEOvM0~}ny4&OwwH91Zd
zyX7Q*#`#C^F>r8j<5Ocaahaz_z^&1tGBQQzIXmV|{H3mlrj+uW|JUu=<@uIeGcqLp
zxfL}tmaXKojbrcEo7k3f@6RTG*!`wbhO89%_Qqb<htf(XT75Ox<I|-Xaq{)|Txz0d
zMb)9S$>V0Uk|wLje)#ixI&|3n<5U{mx74cFLswZtqpkeKzx#*m)}&NL=|!5=_N<ET
zC8}F9DU`X&9wxQqCON$B#($Satz4Rts#TLtZHYHkrpL1tCS6q^Bi(c-9J-=}$%LhB
z#*tB_qI@}`W|OA6@TRIwi}&`87tJ%4)vfVL!AC0`I3`G=&g(n>6Qu8apaZNB%3t64
zb8~+zq0rQ{TrqN1%A(4}?5%TKjM;_hsqOY|0Y)Ud(`1JRKQ%v-$h{|YN54Ho&@rB;
zFC00xUGO`;x6_ryO6_XCR=_r*da~O8@5cn~s2*CnCbQg*5H^_Rx9b?)h}MtgA4zPh
z*7d6PA;FSgCHf)#l&UpELRdD8X3MWvqn}<D-dCNqwwI-5VJ-Thp(b)IrMinR;guS9
z6xz_o@ka;z_O7Q<q{7$<501h5MFtUXd>9zF^oo(K9u`qoR~qz#1n^5S<yIb87o(`O
zR)t&RhObM~B5TrW6I;FO+6QH8OMR6ddMqNtk`H?1Hv(Ejh8=@4yJ<gbO;6^)J@92M
z^A%M7NTfdeH21X5Tnn8T5Vy@GB-Z`*MoMg<^@;#{eZLh=OgBz+bYL~)knn*fqhwg3
z5o8%ii4R9#gA0$mz<|>OFw9s(gaG8e*g@_3AVJ$9$3A<-<7F6WF-&%O>`As#8!z8z
zkl(wj=8-Xh<P=#QC-0b5<44C~Qc19fWObKC3tT^jw47QVRu8JX`TGSZ4+|pa12D~w
zgB$>wfHT()aSbZKfH)%nxLKmOhT7!A?LfWb5`Ya;x{M%yzm3MwnBn@Yqc2<oVC@-3
znl=aA*a`+EcCh;lhzbNm<h$BwU_;dwB?6nR>XSCLm)X@od_9QhmjY2Bp7!=PgZ8VD
zyTSXWEl!%Izz$*5PG+I{vXi*8><Mfu(7}95%UN0;;N=d@`v5R|E{z(|M0fF3(}JT-
z)g6!$Tdx*MOp2;?ON0_&ioZq#KW(|i+n`U9cr;Hw6SLi@gFt>@bU5*hyoN{J8-RB&
z03J`&7mPb@lMI!L<!FSIaN0<?v0M9?+*}1V!Db*p4(1Jh<=HKo1niRt2BJwl>-;k%
z(NZ2XPA4h<3Yah6n<VssBeVj}04zBqg-_PL%0BQhjd~&JzR&*Icio7+e7UfjFFPgB
z3=^Qx#&*dmDlMP~P(a93`c@(+0ovTE4E{U@fZ7O#=_$iGf3EtQYH74w^rqFuWR>!q
z_G0>EV%0KAEfqDTnube>rl_lwE8d5KH?iq_g8+7Gc^CUO0nX<0DA0N$Uh1K!AOz5)
z@(xPX%~qvbxr->-=;Sq0p6D)pa8;5fm=|oc=k6oRliZVK=Ov8*Em;-U3i?)!*Hhaj
zT-8*7&w#01=Z-^^yDP9O+&5FZrqjUQyQ$lma9&6zaGtZrehjQY#h77{PrsZMY93(5
zJJh@cE!|*@wj)mbM9(WVX>1v62k26Q-BNWItwC{6u9um=RND^kKmMk~{+wIV*~jWz
zDAgC;rqEg@YAXT#r;Z}6gBUa7q8@mzVosZR>!y71*CxLqjZ?pXOz4B-(07DZN|j)<
z4_*{7KXl~ba;vwB%}_1$wgW~`%3I87GG`m2j&j2Ic+a9nU-o#>i(FJ+a}+FiE9$?^
zEUWmbg1OqGrhgH(KHdNH!F*5iV*7Ce3>B8&cM?OYQg~a3!A>aqPPl}9-V#10QFtSN
zmLe@KtK|m1V3)ofIh77I#Hy4~7i0Ly$>eE(tf4mxn06awu7@|TN@RD6lGqVy?0eWY
zmS>04+9t@VN@e#nVA9e|y;8UlWUDixXe$PvU-Md(J+@C&6gNXPX2fht0vk2%Ea>4-
zZxz2xc_vvcKUI*(DXgwlvZgjT5%>C40ARIVHf^@heF&Ao$MZ7+B+hy7c8WJz>I7Cs
z65D$?46<qlfDR7$L&43-3QU9YkX>LlSQC~L8$**=B|zLuKhs8WHPJ)YBv8hKlChC~
z(|^o1Xl75Z40~aGj`@(^qJA7PIUY>GL5Y-`Dg1TP)Xt~XzJ*?DY?Z1)Ij-^3lrZyD
z-QekWa<T*w<%aVzxE>yRa@g##SSaeqUS#B3V6oQE1x7s~xVh(usZ`Zp=G$!7&`R_=
z=v-Yncs7D`wYiD(U_b*k1K<M2bluczRFs$VXwfT!HPH3D=49Pe6*3jG1z165FaYuA
z-wnv;KrpQ}B~n30d-}MGRjzj#$Fu>6rFo0?A^d`nljfbsbIN$cDu{u}1Fbhv`s*8z
zz|p>EeN(`mVnJ#I*w)-(EWx`W0!-2@wEf8S9BjFq{*EqToXr$>VKX(QRyh^<L8U3n
zSNiIlM-k8QzJKWS30?~1QLlS^-6lsson{4A1HoDPMjU|LaUHH4MA*QlaAEj*p)A&^
z!o%!%`+a_URMOI6$ZGbW+BC4SU&chNzw`J!u;T7R)8E&eXCXL)UQ(T(cI1MwiNT4q
z<ob0ymEk<ig2|B8vmNsaYK3{F&OZFMgtDvJ`}|hVxlB=wFb+fCWmG4Ht}fL2&<f(O
zbI43p2O<gNRWnS8_Xf~nHm6Lt%9%HtZR&$Q9AO%8#{kS5@euhsTC2O}ahtv{v}mOB
z<#GCAb`xebwa$+!IK-@Q3C-L#`!0~h$HPey5=ESD>m2w3k|~Em*SxY5l+&r_J`_RB
za<3zcu^DYLV5P(SZjs7Jov+7EQX=WcYL!rCxe!7S+ep?^-u&&HH2k9i6FCKXQU4Wi
zHN-N^{P60;)dh$vi!IP}E6MlRcG*NxnbybCbJ}Mg?B|rrTI;IJ;8=49cT1V&q#v-o
zFsdux)=L_|ev`-CpeR(1J2F7Mv5Q(y>7F3@2#W$`+lw0>TdZz#!4ufu7987P1`WR$
zq_-~S#DP#LT9pD0T7r>PT1&aVYXjhj(=q0eHc2ghqzK}N18-D}T+epS-9MuRr!+IL
z9QQaeQyd!?V`fU-kAbIF^(8=#{ly9$c}8RoLy92?)63g~!(kZP$e@%s0WmdGKy)qL
zXmb#MMLBu&;h6JHTOMZ)2Ozf9V1=c2S_m713E$3F55oS#*6txeZbN7%X<&k*QITCZ
zE`s`DkEasY7#rZOqqg2V3wHld3B`1_62on%9-7K*{a5F9tSx)MI#&CI({9AU44DY@
z7eK_Lv(E*LMh=4}as_DwY0S(3n89jhDf0rf{%JfnkDH<AX=-HrF=4|63RxQNU!f|a
z1F405PVc&!e!rWg=3A<T?~8tZ>pbdzD9n5R#O=TwaJ0X`>87NAA!dV@Tii&6y+;=n
ze+A*jtBG!@fak#%ZUf-^kxO1ZJabWskZgp8f3{j0cFLmhY6ilVtjHlpH(`!KM#D#3
zx<b)kY$Ay^rG5@=tW6Qp*G7ZLY1zgH7I%5}?sxoav}aX{osFOMRO>ZnUaEa1(aZc7
zu1<fg-nu)~`_apRb6w+ZD@ssV6WvO_mLye75s8fKn{|%ri>L$Yo4(-sD>6H=9|w9y
z(k+e8d~0ZBVk?Y>!|6z8Kw>&KfN~}c27a}!8r{&n*tYazh)tP|t?wYz&c;rDWmanR
z{j|gcf)L?6#W18RPc%rYy<VkS=qfYgyWw~r7%biQ*L5-NCNz=jTZ^2!eqHRl!@4Iz
zZl=HN>h^CrQu|fdPMUZLf8Q!-yaYT2um>>4zm4LZBWM=5zXs#zS}vfHsYybp>`4?K
zW+nUGfC0oe6nWIZ>v_Zv8=15X$!wa&W3R1{5_^;j<g+FmgLf_;M{L3hg<tBmEum4&
zF>L>>?2O}jZJ$;>ZIPs>&D-^I_kniI)dsdm7Na#=BglPWXQrA-s&L7%yHq0`UN5QT
znunJzW6b&|*HBS8*WBjjNT@{a8z@#7sPX!Wr0b;gXcOmMjcp<>wF7j$E9-W%q$#M;
z877lX7TEV_lvDA$PI?l&{M$jS6y3#eJ>u@^^=OzV*8*m(bjqg`Xdn=hclYM2&m!Bt
zaZ6kkBp4_GI@!_mp>6hJ)DtzG*W9sit7q~D^n#nPcrJ#r^|BYZ*c5B~7X1{vr5r!)
zfZ2qJaB6RWdGj4<agw}$4{QH!(hulc5Zb;NtuI*MB}NDq(oPbgcf5=wCiq-sCXcc}
zK)-+~C!cVyZLb79f0YttNsWNJg@@=iNE2kAOKt)I1GxuWgpa}8OgSR*SkY*R!(9W!
zgc<tHV6UIfv?a+bhZI$HfwO!K?L7(f&u`Lg<9ccQUuTC779k$?1bRlEJP1zvQh%dO
z?D14htGjDm3qWabP9ainvN`&pyQ5*2u>_dqSCJHJmB%l2PPS$!6I#-^vN7fbIQlX1
z!S_w#jx~kTMmv4XXj6cMEf*~trag_@Uzbg=JR44Zp#`Za$GQLwcKK#JOUYTnDhMPs
zN+FEZBQZ8mqPn6gB!0eof~4S<*Zchj)2saUAr^9GO;=I{|J~pa{IfyXpeQr&i@+SC
z@aE`}U8)#`^_Pd<m<kM%#A(*q4@rF3@fWG0MG%8M!9D#d-t^!`4K07vod<v&(r=(E
zHvgZ%^?pp2#?G%_7)oGOd$(a2>XD{Ut@fl0nPwwn=Q+Ul!OzUUoo}xt7F|Ictrgx6
z;yk;QD(@l5-#5ZvJ8n%3IDUuN_tS?{b4GWM#ReT+aCEadaFQWOsp3FYm&1X)5}nY+
z;qE<p+}TV_i`oLV)eh@%Ev97S_iz!x$z80h5`IOZ09k9Ntg*u#_%aDiH>oVwV$*8r
z8|~^CJ<Aw|&BK|`8(m(d@;7>E?Bdd*e9yA4SphlD8NlXdiKhyc;@BX>^2Wuc5lfhV
zM<t<9>N7@uw<@HS6CA$LR9L8fv)<Y4*zHaJ?Sa94Yqcv$Ev%khBGOecVv2FWjHODY
z?MgZPocl4}^3^Z&AnUnst2%q>RqPzUy{gmHk{4-d^{AGZ!Qoy|s4Zv&gPt_$d3>f9
z9CN8^P-mKJS`Rec`i@e<2YZZTsfqZp&NY93bB%UKDD1i4i=1{@RRoXMHI#+Xb=Q}9
zzf!8vXFD@LuA%^>DG9E3(xXTaG|#0s*>%{d28fKZ<6T&+fkLU|z?=bD3|P*a;RhI2
zs96+S^t6cOLyd+7!fq{r6)r7>5!kj$B%v`j)PZPpLM<es0E@1gqzSiv%q45O_Wn<J
z`}#Ua$VMw=il0m+)}n2#iRkV&@dT|_<L%}s@yRPrF?c4;!L%2>JB&kHyd4v*AmFPo
zr(up^kT6Fv$d}=$jGs}4Wn&-2hitwJu5KQ_M`7xiKJVU}sVc~GTC($03g`Ef^Jk4y
z%E*Z~)s@v;xe037H-=#>2AWOL^imDfPJ%(g*iT5;*%|5ko=h0`y2#B))3Vc(<=Gx-
zHEjf|Qlm&wARi$_l-{P=kSz{~<oOC9$I6mem{a9nGmn-~8+(mH9uHq9OV@(2ZaR;-
zu6{{JaY}8qi#qAYMGao&Yjl2rwbhK*_;h(0iK7fv47!FY2ksam6#g>>bkfC`Fu5ts
zixp9~vX(F?Tp!TSo%(@U3a?j{&5IBvnG0+7lEqiB!~Ku)RB?4M(ZuMIA7ICb(fcLM
z0#1=GnN1}n&O<~Kq(L|i#Cl|oJbu%5znVE&E({0G2;*d=&Sh={0sP#8He^B?T4Myz
zg<ms56_aGBgZGE9)#Me<PfQwFsrO9p%}+#H#$#ASO|EzV#YY?8RdH<dvl*;+X}PXR
zE@Id%w;_|*rDBXWm0cvlEtcb?qmz1nZR=s45Xji4gmNwTZYWRGWd}{`X|F)=+<q(i
zgl&OB<Q0K@^uu{s6o>k<xv1I%wN&Pk#%OewQ5tGE^<_p^lOm0wMAMdasRV73i3}HQ
zi3Dv5LFtxhD0$dx5$M_!h^1s~hr?``@%YWz{@b9cnz2(DW;wa(){`KZt)_G{x&>kF
zHxjZmhumEZy?y!6OWuadjpN?|MC4z7r|JP;kWeDm<Y<vUGH4f3MC$skq^L7_R;Z%d
zH6j9!YJ6QUqLDhxvN`bxh@YspCKAfRkLt|6FOFLz5$L!_FFD3M6RyK@XLTkJGm+mX
zpdP;=6MnI?4i1U=d(-22+zfe=j5Eg`x*Py`cwc>FMqHf&r;DwO#B%S%A$fzUmQqo>
z_$=oPwfA?w**YC!a9dg*Nt>x9-sn|Lqqqn-uVPfvalL=T?!`D8g#S*&o0CcyrB{lw
zfB!KlvQ?1uoyiOmldUn8*JP34X~r;*lr|P)#~OE}j9duYP1fuiyU-@Djqevalg2wW
z5hmiuHwC_Ne=c`&jShh1y9Z<B%pgUOCsP+^Lc~PE77M!+2dLBa3LGoJ+DwBfZ4k->
z(i2M8;UH%N<Hv0an!uh1X5g}976Z_8NHbw+m=n;qDX0ohMzS=C`seJO!t2M3SCt9F
zpe14shDqA&LCxN;R(2VB&zhN@89x+9>&*iAZfpZ3a_@$7#Hoi3Sc+J@p%wNSKvLVC
zEdtA%<K=OO9>M2A%IS~m;YGm01<5xZE9(fO%WGorIh6tQ%oH)|1fk*YL$$nn%#d0X
zuNMqm`kT3U{DphuqU8?9nIBWSvO0_Hf=M!$AKMbFjI6Jj$6*5*ktE)bG=~Ei|87G}
zM{_TIL5(Q^IMI0JBsI5f1XDuF$j(Qa5D^V?c+eDPZXD4Ju~b?zGk`ESVo-*Fgh4`?
zQ9QbH#Zg3xr_2oI11*DLY<A}ir%k74l(Cih=44(<n=30X!OT@B(XLI%do%s!VS?Ol
ztmD73;kMLtlUyMO-7R96QO!66V5`S8l#!P_y(Lc*jk1ax#&T**TG!E>09~AvF1b|h
zIR{trYCRj1sau}T4n-iQ&mEo^Q0{)RO0MC%dxoST6yZ>Pu!4X(IlZk?oKX1h89MQy
z(A5kj%TBPpw4RaG^Xd4n++^6>^4aUUusZ-Vo9o_RZW_Ba&$atxZ_j63lRH|D{K>dg
z0;YR!LiYaXb4;amax!s;z82tMaH5TWmML(p1Ppas*X{8f(q<jhl}U%uY|?aoX|$hR
zgUWUQG_;-R6rE1<hI&-sVzM{~T~pub?AskUxV|1M)A`?L)F4}P-lxfn!7yL>@e%U$
zHxh*u4cqm2R9SkR87>DP&5$Q!-qIIBzQS97-tJ$M4AJ*;S^A7HlGc+$niV{eV4fGF
zTq-&lGmJ8HE>KCifyc9_ZWbeCvzm#Kw~G&qObSX9&w!7HY%Y*YVMpdmUc-SchA!Jx
z1Dx7hHbw5}do{aulvuj_Dx_P2nJ~Nrj~S@4_I9uCU*&*J{H$@l0b=a)2L|~T^}jLK
zY0yE^*Jx&$qIHayUM(GygyvIBOx%a5{skT4IiHce*@lMjNx}Mr*~9bU+L_*^K*<_C
zQj@hQ;wN0bwO$0`Xw+OK^jV;>&KOoJ`QFXJQ~>vb3yo@!HhY##q*grm?q&t0Xee}&
zQR#Zw4oqSAtskckXJ}<8vgzC2OOMd4({}*@v$y2b0e_+CrF8S2v6WpbUfN!!<m$vq
zSc773X1jmP=2-HcqCT_R#R>jhK3LHomrhkD*O;lr2KWc?JI!kM6rX#94Z0hg>2uBF
z!+34ZgelAM`dzX3?luC~B&m-y>$p<S1H0sD?^Z$uZ89wdvzHyio6c3N)>o|O#cQhd
znn=A*;Vo(i7kp+x$0Lo7Ux_oLYbG{st!T#kEIV^p<HhMFK+j)$yGFB@ElCef`nSZH
z8Doz6n+@aoE}A*Ft82P8DEeLe8KHElmY!b#9WM%`u9gzm7Ao6=XI)w<^px62XHR0W
z2YOT|{2T0#k#INNcqo&>r0;5)$bj`-@}qBiDmFp>K6srkBa5B6t;_1yRtjr4`JR=r
z(|uhf)|cv%{IChWFqPGVuJ&&o0G!`gvL7z-1+MK7JJ&hqV|zrv<_r@9f|4GRY;vr0
z{ASTuskS|DVxxBKdyp79cdKZMCD#<9tF)n<72mR2P^p#qEyPd)NKv_^6PU!dWn^C|
zi&RH#GiSx}KdrL3TF0KLvk|hp6d+9Ov$d>Gf5q=C?A@j6(lwvsR5Yv76rlKk0DZq{
z{z-Q{x0*y(o&t&|!d6U-FD9l(TJv%YHQkegRCvwjZLE}iT^yRf+}~Ys>B!RNB5bsq
zIEP6p?V^Ls7kc^%{?cikfanBnHmZI3A}w($rjJv3%G(bR<zLnslao(eMvlLIQqnxh
zn5FA(q}VL*a{-Us@{yj<`W`V`txiI*^s+9g3Tgr?s%cU?FmH^5_Q?O5&3zP^->^EQ
zQN{WZ9eKw>M}2dA_g0ssbn;CU(tTyR_-i%}(E9ppf;qa9;{NI@B<d6H4iFHLhrf9j
ziTeYt+pdl_wKMsjZ1SJ!zgo+G7nc7T*jQLtq5fyd#QDEU3^T+3rNs2=Y$Y9WIK4Rg
zg5s6NBBj4YzghC)b&nmaKg_1!<M8?^L{=r0kt*uas=D7j`3>FPVL>8{12a*ot~_&b
z6-5&XBBYC)P9#J6s5qunWc<GPtAAzh{iUE>J|O?pE?+Lm*6`KBvE$n#Da*b1t9ifB
zyQ`F`NmkwB*<F7{Qax&@dLmwAe`RN8?fq<~OBHdH2Su}37ZIsOQ_&R{skq<FTu(Jq
zc0{;lYVFiE9EvK9DC$-#{WXq!DdpSm&Z+JAB#Jxgu$^2N(3_Wk6vZ5p*j{cd`4s-k
zG?C=h_RFG&>WWjQag?^F=x8j&wtk7*waKcHGq?7|oJ*_yky$u@<ex)F<)x)kSLf5d
zj2}@{PFGdC*JagbQDL$-<99HAy?sdRYtzZCu<cUO9CyvH%&-$kT1d8eb<I0}bWNRJ
zUQKQMSsF^1UGA+!^XeI0T?*JJ3|ggK35=$(4Zf_RF#84m-gGj@M;B#UN{{rzQwME}
zx(cP#z`sGS@-suSvSZaY=7!e^5q}-d-<th<yXCiQB8q?HT3IYJJ@~oK6gR6aXgkT%
zXCdx&R;^2|BqtNp?%1qI+LTC7t+_SKTMSvO=~+r&hW@$S_NkgQllEU(tm(w>YOSM5
z_jpttFm@ewbOPn-`{2OmKjnIBD`T0kc(i1x?#Qbwy*<93uS%uw*l?P_)o;_GbiZ_{
z=9|-n^tc;N#~!g&fG4T*!n4M~tP`xQWYzDG-ln4S3z<Af-YL9OLqvZj<QLesa}9Cy
z#(`5(>SUZub_z>fXw|FHV)-;XFZzCcO55YQ$I-}a6ne~OcmL<j&#jlaPpj|rZ?1a^
zs3>md0cL5~v<?P&#;@e|G&;*_GTC5PQRr3a1mA<Nfo7IFT|ogvDn~o-y#9$LZjq$^
z%W;W{d&aW2R7)D=XH)mt-LjLn5lDM3m+PCQ+*0bQW<iP}_eL)NRI8U~7P&arnZh#z
zTQ&E}%jxppYQFTJL;Fv(ZUN+OFF9juvKYVqoVTy<<tb!kOwwoH!`e6Q%k`et;#ol`
zd8@t>ucH!cvwkPhR#DgT<&_Co1s#)8IwfjFu7RfMa{Mf*u8U81-FQtQLl!%o`K5zy
zhluTbooo6b*+kaCHJK!8>e0lBApb%`Ss5V5!ez@&w*KgOM`3*nV;~d9s=0oFY4k?C
zWo7ouMmD@;M!yiRhvx<t<$CMjnl`P0mAAozL@&Ycpz36D7K^9Kshh&*M~`aw?XZ^E
z&*Yl9f{F%69lM_8#)A2B%XkvYV({$akOU;cU|0LTY2gdQAUrq<ge;{8AVLx_v85R5
zvc>BGsJXW#8+aRgP+}x?J@oXrM#p(6CARdUf47&#z+D?YiRPxe-*3=KWvY0*DA0qX
z=V{@4ZRTBan?YnH2PyL@NNlK8y{OSP2nwraS|^wq#dn8#n5V8b?UHp55NqD%ZT#<&
z&Q4T%R-=<v5*3i|Eit?vc5Ddw!U*um(4ccm)k<*ZY#UY21zGMe)WbP~KDUVY$ua;T
znP4mu2T8~zz}GN9%h)YE!0=q)`3Lm(`J(~f=XtoTEQIEs=ROlm^TNn@FqvSu@5K_T
zOHas~wjP?LV&cDGC}Cfo=DOWRDu4<h{9?&EsZWf|Ose;^B}^>r&nvfPHd|IQ>j?15
z>nQx@ML^YM-DPQC@g9NR{8$CB4MIewy*m*C(0V`u%e{bk;csRj2e3Xch#le`xY*i%
z)I?8^CBvrhwaZ~>j2P_)>6!F^s~m@T;_bl0Wee?H=!Li`*nP)j3!8q-Gutd1JUdh=
z^eK^YKwD6RucU}X8NKMBg|>nM09iyTP&laW=z#Ba`pl$tm>60a6T}9Ota7cD1r!UB
zT#}+&=mhOkgU?gj|L`#@D<+F%z7juw<SmP^rs|gwX}d;gyZk??D~EY1tB7u*Punao
zRV~rb)mA*}$}S?)Rs1`ua<YGTS%>|8qF0~2WUtgzIY`0vjI~DKNm8L)6oSYm-PLJV
z-0>{jbUqfkUR_f!2Qa<ku<PK&^6i5<hD!K?TfS*l`fcH{KZrZHD&%x5-5y=gNBdao
zF7U-?80jjKf4K3kXsccE(1ZV3+t!&W@_*#fF1=D!Ip-{J6p=@iowIAEc6S;ZK6gov
zBawoct%2x8iMZDm4a`yBZ2IP!JJMV2?d^Pjh-E)1p~~i1QBEZl#W`8^FMXaKxFhQn
zhPwh;R#-3j2`jRSU=i(pRTyG)`c3sOaofViEd0X;--XcCSWmU|xiwVRWQ)jTfg|c?
z4buW^X&UNqKCe<=1L`t*Pe}!vHuJ(Qm$YxY(LL(6RLtbXkV@oHX&T1EX?u<dX<#AV
zot6{OcWf+2J^=X%{*IH6!CcijmSCl={3QR($I?sJz)c~oHUG3Rkd!PgF`N)KN6S_W
zlcxes$s<=>U;)I_gh{PY{pPH04aLsGo3t*e53Euq(_brt1w*)aE&EIk@Na2y0!4R5
z^5m^+hBJUifaP5%{r3;BILMS#XGvbK?2HB;0IG_aBzLxd-sc=!UJfujcCTtjbt`fj
z#)7WM>#(9uN+|+b@=gMuZ=7d0M9k&`%P#ogDo#Cimv%7Ej?{HT8Wz%61>LI${m2vO
z7w*S2<NP*&)ziN7MV03%p(Zq`jQtjTN*urz%rB`Jpx0Z3V1x^wm-TkLzW*xozI*|b
zOIs|Gm;8(%fqxf{TGM#^AT!Tv%-A#t?U=VS)Q%XpaHz2X=b6BR@Kf^~fU_xAm+WL`
zXg3FhG1jr#qttwJxg^l+1Dl2`feS?-F<Gcg4J3tOP7qL|&D`?CMqurIGR>xWXKPvL
z$b|gdA6DnOZzw4mH-TwivR)8O!S30i+^nM+5WLv--D>C#L%kOo$FRU4YyH7hpx+^w
z*?v}snU=*;DOS8@x;Wa7ETi`XI<QV)68J$`0QY5p{e9T8pA)38*1M#%$D!^YhCd!<
z<$ON8f1rl<!(C-)+K}=uZUN-J(+)itQ9ol<>m?_q5*v#g9pB2>Q3iw^6E8h6);mm{
zQve&NJVfNKH%NQmwfTTKSZG~I!;A}qBm@X<KQM4K!H^S!hH$Fw4mktEj*7uyt~%`K
zn<!WSwJ$b00ps<~2Zvx|jL!b9x!K=pdRX~Bb#QEO;zNBqA@otMX@(vSIzk#SiYL~E
z7IKCUj2A{G-fK_ii7Ob~X}n&-@f@&Ql4U-F6AM{A9sm}|Qk1L2gNzQyIve9XAU+6*
zTbd-Yj`G0$<l@eMP;)W1jOLv%2~uZFu}Ut?6MUja7xDqt123z>&&wkZFRZVx&{gZ(
z@aVNv%_`2;1KzfOou==k@CQzNf32S%8@GDJocUB>yM0$G*nlW%IGm=R#P1Au-Y#z`
zBy}`^#4AmwKLGE#N4V;DM?Xxoh3jKB8^6{{7iltX2vy!0O1vu_?o$8EX4!}Eh1_8e
z>gb4I^fKV!y?8ByX%i|_8DHzWD&Uat3~e1dO&pyRrx8UmN0CmR9<pmG@6IC?eGKNL
ztT;ix)}PdsR`exM<GFet0{{MU9UAw1GoTK~fxuHUkxOQZqi;4)MhV|j@$&EPm3>bl
z)HrPzgAzk%$s~#gcI}oxyMVi=|K2xG8cPZQ#0q6NWArt-OkW5*{DA@HghQbr_nfFd
z1Gj6)2w=B)n!#LHz^0M*hzq2gtj)xdb=ExS`9JR8SkGGTdp^+z@B(rn)rN|PH7g?x
zJTE8cu&-sqlx;fr$-@R)DowdI&51T7!`2n=;4oC+%^g*zIkxyr!-#6yW_$~Koq?c^
z)17{<0TdyQE(BqR{U-=z$E_|XQGP@RSMZm1g~PJ9au_B{ZNM3SgFNOk@F#V}Gr4yd
zaFXgM>wB8rIwhNE;IHFmVha3LcW+RoU_@wc=Q+VYaY!~fiWe0zy)5>spd!!~xuL@J
zuSAUyDrIsnXlpl+Ny%OvOIi|Bo>N4@q`-nv0~8B<dJ&XFnhTR}myr6?3yP^kl&ED$
z@H2NU0e_B2{PfTQ!`lzjo^7^whv}v9EL^Cn=75DkDn9BK+w{h-O%<s^2yKu7u$lFE
z0?cGvuW05GS|>CGdmqg{X*5jIF%!giR89&gj7ER2e%2`fYPG}v1=>2C;SM7;7|1mU
zIG!vvnOJ}j@3RH|2$V%KWi+x`t`Bt1?Q_VdDU|vK6&5U<1FIRt_~5ZKXu1(JEKrU-
zd)%~v)g0OAT>=I=vXbXpQ04{lNEJ}B|APm!to)_Zw790UbV@d)duvHk;)m0g+y4#V
z!b+u7Y)meVE#;xbXrpK^DtwV=x3!PVQUIPW7veJXSsIE0bV6<b8NIjIA<a(WpNbB@
zJ9qZznu&#jQ8|Oi$vaOQa$%*VC==lF30~t<uLN`<EkwlGnpUv1nRMVG*il0slLz+@
z&=uyW0?PB(cJ`zwry!I?0KSRhzh#Yrxm(YP0bqyhb!&Jg77+}%`a)k9lr@m72ru=t
zTf9c;1V6X{;h5G)ooHq|P_oDr#{KAGk!gv_Tfm45lEj=MW01S}sBs7}UB=(z-d;cd
zfQOEFp=05=>DrJB9w-yao*6uL7`uIMec0EgjBjG~?bH#s%&=zaTiOki48g@b(X}5{
zoV|z+Xi=-6cMvd#>xgJ=tPoWDETRxI`ujNIpm#SB!5C$tUN=QBf%8-=28mil(c5I0
zuxPXi{E$vM>jHo5MX(S&xQ}d~1jNKK#n=l3%FKT>tSUm5!EMQ$h)5^M$1q@iQ^VKN
z2f67K=?q)|dJBcBlBL|N!#|~NsDzAQ5y*GFL^--Ix6Od4Fq45;0@s`|3xbDIq69-{
zLYzq@_&*fAEblAB`|*qVK{Y5Xk;KK$tZR-UH$CZOrz3{gp03_nene(`TItbBYH$tm
zHk749G9e6I1S0IKSoSl^wsT2n{(|~rE#~~bLk!@<zo97?7W*A0Dbo5-*ciXj?P*dP
znwzlw7TMovp;HsyCJ3{VKOM}5=E_HhMRY?m^a4lEGdPbN>WoYvt0nsn;S97Y43c=v
zSr^Ej2h@r6LkKd@L`VIbB0<S9&?HS>R^^1xXQ<fBC%7^5dh;`nQQZ(5Wx*r`{tAP4
zz;HYPnuZ;%>8_M|J9lHX&&kVUFSmuFLLFc8aqhG)r~#+k-oJy5G$IhT1iHZ*g{WjY
zfYn*)ipl@c-M18ZY8$M6m39V;D>D$FJE)<4G3qv{7>DQqxS>)~WJe@GJK4-@WAnw6
zERs2Dlq6IugMY&~n(XKMC{(?w*>Q#_!>c7dodg?o+R#maX!koERJ%co(!tqG34!f5
zRd(DXk+cjR;TIh1qO9|AOg!heM<zjKAerQ4&B=G+mw>sk#T<o(X<h{7M^yR1jhNQA
z{q^V<7b_NU;zw-jq%Da#yrG&I`ITW!bj?m|P~E9`)qox_nW{0)9*?ZsC-zpDS)Gky
zH}0Vx3bbKF3P}#!lGP%RNnxIY9H1S#hv0Rf3aVIRme02BAvATQ!u>tp{XG|cw~O=f
z9nMY%NP_Y)hm0w2$PMqGBVMn^j~dA>EQPID`l=4S2X{58AER$%t$lPe7+{fJx9^Zp
zlpYo#H}?mjeIz#<_e5j)ANZrrSEL}EjE9k}Jx_;_rH1fN1ab%Mlvq$NAbgU^9n-S5
zAK!%3ZtxNv?)Q7&b<fn$pRAqe$}q9l`_HrV=CUQCc1>hiB|ZaviB!EE_9QdR={ygv
zc~}hv<z|>(4xj)*knmb=k?gq^7A3mQ8Jw;U4k3<F*g!JN3rrH762&mAkv7*I;eeDM
z1d`+S4;y6_g9r#iY7CK3P)-vd?m{6sN$~7p&D$N?DaRG&QIkYenUsgHX=`kUYo;kF
zk8(b7Z!d;YPyDB-8OT1@!V20u6nN-DM}~9)XvaV_x>8P3_H}?9_L<N7CD8T;ci`e@
z0`p5?C?l}IfW^gpF-tYJAgG(q98uOzruU%Jx#LF+%{Q<cS9IGlJDquTaue8>gE2Zr
z#Ynd4Q-Az)QVvZ<u?-@D!@@0We%%1i&`SXd0FL#&+)!0GB|8vf);mLJY~4S66_T6$
z^jfD5o&7R!$RB}LICw?~b~%>fj$YeL!IkE8N7WS#Qvc-I9)$!_k6i+El5=(imZYy+
zrjCfBmI=d30$#!|B&G|0nSxcS<a>jti@D~4w%70&x4@S&Fd+-6H@In=4tG#Qf7Qga
z;M`3WlPuDMI_4cq490%~$qVv;K95lEb=^?al~c#Hi3Ux^rs|&Nel>_2q=@(<!_=Qg
z_iM)lb;xD1W{UMsS=v04yO~8YUTT~k9Lo7WNdhaM{O47hQ(;cvzU$cnD0c`E2q#YE
z!%8vS#u3KudH%Vcjh8wPg3-ius6S%NXCrUVfMCp^*@e-BmBCt&j^*kFq}4V~Qk1ed
zYL9%wJ=!H4C%_*ttz=sBH@IQ)|JeNg;5mbVjS=cT6Z)u&h2#1T{c5=Hv;J%l;DMdS
zhn{h55qm&b=l3xhg!Y8(uWTj~;&cNs&4OWeB77Rkn_dzm7nl+m?^VG=>~SK4Xgzss
zs2j91H&ORcWtqGNSL|f8r(j$KmcR-srEb_>B1sM2_)0fJ@0E!H;>T)a`hCT43aMFa
zAF#-83qYzKAc_X0-@{B%-wvGHkUTUftj9`Y|5Q7$-<AMpk36RaQbd7k=}j*(eKKN;
zj9T9~t>h3&WN=V>&ohNahF@jNBGI|DNV=ea<UEG~GVvkD3A^|Nt>%4dDid49v>W<u
zO)}GM74tK~A-@DM<Z*9NbLidbW~h(Rx8uAH1p`Nua9CC5|7%w~PcEcV4}yHPV^X3r
z;e(f}a#_QUsWsSrWhc-8DO=sF0<JO+ReV7FhIT$1c4@Hw(h>E;U0DRFX6VeD7At+&
z(8;h4^`h&S=DjT^HsNV>OyK(z+BLbhdUci7dfxc>*`)-sW#Iw<^ckC*hSuIaNTOE-
z>suB*d%!LCa9;IztO{}DS!{^V7nS%P24ThP?!k;r;_V02J=!fFB6<7I(+AoP&@z?f
z4{~_#60IlRvDG5)!FmhD4QP5C1?mpcVYKFb!780+$$d>dv!I9`Pk&~eHe5l$rAk;>
zN3nwW!;>2%u6Q=spYTquh{dpn<Mr?k+-J^kt=oJ!z?3LzE|b9Xp|lcGLn!}FEB9>|
z-T&uP!@rT>kUMuI8RepMM6<ed;ynit0`N^{laky+5qESJ?v^VKz6RTKEEjv8&$Hjl
zNPOhJ@slCAoBdz|U7j2)B+;0ORCYN+d7|`&WT36QpaR=}q-;ylIAI^6istGC$hGUy
zi{T^4gc*K;JX!NBN3);$1O4(jG1P<K>E`qSmdDiuC<I|5bP+-hV(-=={e=iuzF`n2
zs#~kan4?2wvl0C#m>`)b>b)p=qs~o05#)DtYRK(Fb?)GZ&I2$5eIZ92TIlaV;S(dg
zt{#AS;Cp!^M`d8yX+7zJNcRLd60@D2rnorTZ{S=`>nY5y=40Y$$=yYRx}y6{`*b-E
zqa+{4R|9CIJaQev*-D;+6mH_J(7${Ncz|!AL|A4t2ReQ{($gc*Nofk>ToO#cx&#$L
zjdjdd9z@D;Y`kGq<2Rl#v&7vPge-vf{CnT{ix~hA|4X<3Tdn^~w^`ZQ82`U+Gqe70
z-Ddm0=yt1)Zt_u=qi?=`pg1F|5rp5<g4>2Bd7YGzyei(R=X^v~;vr%sH}TBpsrmLX
zI5+^{GvGps*_qwt>h6gWKt#OQ+r<*>H%XI9l+2&`-!9(W@55XZ(wzP0otVwuEz?6A
z?yX-}a#>D;zis?sJA9W6wFw<w-fh{Zl8Px=R+H4q)X|O<3H+aHyISp86V1rb>S}_e
z+NIQ0k4k*42D@giTC2zTU0>aAUX5v*n{J~QKgr+6{ah7zRS}J9u8^-#YGzhwe7&i5
ziKuQw*Mtvue0RzG49m!+ENiBjX6{P0bJOgS3|f;;WGuY{S1+08W~-}i?Wk;1ox1kl
zmL5(;oNeXAW@>}%Ns~q_5LUsR5;48XYf=sOPusN`FX{-G7}Y~g2l;1amv4z0=t`j&
z`1xV=rDyXeXJVDc*8YBB0)w%CnB73Uw_Sw7v-Y9%CMLD%jaVIic~ceo{6?(z+n^d|
zx!4PF3+H?bgokgL_`%jlx>!yWmwa_kj>rYI>wad}n~1byp`iTATHUV}nq{<Y2Id_o
z?I%Y-i{n*0LHZG>8E#haNu0@+#IcXo%bom0*TSBKw2nm;{LxVB>Btca-nl-7Zo|6*
z5H`xZqQ{&cc-Fo(Zjze3TKdqlO~*_bUa8k?6_!Z;78Sp)K*BC(<?|t9frRbO7HH<3
zzU8lb^0%sImU(LOKfo^Lcl(~Na*bab-voZF(Y?w>i4Tj7u7Jr4!CAo%96=;Uz<<)}
zAB@<cKtb7?iYAtJFhMjb6H0Q;jJ@AwV$WM9x+rFm>ip4qs&mi$&nR`KwI_v(Nr~Az
z#Ule-kwtRRRkgO>%Err$2Y!|kJvq9|<+aNR@6RkI2+Mjf#ubvrpe|-57ZP`J6dLzD
zNhz@uJ`GR=j($PSO)Jbr%YKPLT}}MwksG(ku9f8t%$KdJzIR%*^tXz!tt@3j5+dE3
zuqsFBUbSZRO!iNy>z2TJb#h&&a;h^f_}N8H`V_Lnm-RQdvg~DkwK2R(X8P9DmS`)}
z*|c%75Px3wd=B&aYEw$8>#`3bbHB~?HvYcehta>ftSb`4W*b&Z^1-!SFIW04GS#Z}
z1?Je-n5-g?g(0KQv+WkY@VJsM1R#<2dgzwALC;<gCu&P+^G2Ndv*5HKT6x&qoNf}j
z3#Zk&xUn=Tt%hR7>fD!j-(ba`#k){uN4Pr~D^}9Y=_z=-c{5oqp{ttPExImeUR8q4
zB;Q7bBDN{t)-n}pMGH{nFn!pQXL)JU6IFg;r{CneGdMd#Siz4i(px9C3mYTAnM}kU
zj<CH6N<oGF0Pag?E6YP?`N-^&z$q<6Yv-8lxpZ4>dEGtpPHR>0a%`d-Lu~GBpkPL2
z&|Y<9&WrG+mlm~E0hocl_!6(pnG^_0s>L%V1;%S)=&VwI02LcnC-@ttwweM@w}V0@
z%PtQ%&vXJ#0>|?f|G=$TUIR0|`a<*VgY$hswqeeVV((-@hO!S3Yj|DkjuYJHjp06E
zg+7cLe;(7!jnlZ3Wepl^-K%RB+pu1Hv|Lq*-~m_-@G8i?{$krDd9*WEGsCyRp(nGj
zWSi@k!rScaW+!W;rqb9g<c!x$QM2jRLn?Fy#x!d=lVZKYYa_Ldo|raryQmztB4)Z7
zZ4EVxc`dr{Krm_*l4V6xfk^+g*Dbcev}IxBdrZSMF=n%bmR?TN0!*)^TaubAB>9dv
z-!;2Aqw*}KEMy$K%_NGgrCO@G+M3*{pp$!OlqgY=@}O#Lt(lejF4;$}Egd?DX=hP`
zvMVd&Z`Wu=aW<?*Pdp_^k-`(rHSwUrM^-nU@kqF6d+&yi)EYDPHQp9vak87=2P_%5
z?sJR4Lm|0}3)tiUlUli%%ydgO!dFq}!nB>KDC0X3v$Jk6SVKOueWW@&-w%Hfj2`L;
zoEVj-G5iK9PgNW`4#j@Q0gv<&_g>}(^jC47wDYW}e^2~W&}1hjNpk(Vyxqg=tFJCw
zeqG7r`o+oMI%sSPlsk(mN}dFnx|UEFS$tpzrHL(Jv4F~fRID#pMd%Rm6*2zFttmAh
z?MJOe{tg6}IX^cze{NFL4eVQrJm#xf`<KZTo~(oRJ9LXbOJtR&Xw`#ek?%+N<#TL!
znOjCf3nv8f0WDypN=xHlLcvNRts5VrCYW#s24#Z~-90J*1~v(BKSgW<^@1ORW<gvu
zfX)Z!M_Q`WHUZ@oK9|0AU*wU=gIr6?Oc9liHdzb*D_GGO4z+mj?`Zdq^FqpzgHc%r
z5)g~a0uAuB35RhE$Fkptz-f`NPm8xt4aBCeh{~B*0J{THB~vd{nM!QWJG(@rf!l@5
zoNP#gvz;N1Qe-(8DIwZE;#j9;^o}1SMFaVq)DmI2vBh{LjTE&41}c3<Bqn9Hj!=5>
zR8-`@9#AjrYsN<Whq?X;+-*3&<Q1=rQk=!{y7vz_?bDJ?<mJlkktmCf)`?!BhmQnQ
z91b*s42rEEOk;vxFVo3w`$BvT9bwypwl!rMy*RND!FO3a*IH1|*D1kvLi1F_5&?P>
z_{(@Y2l%{c!WD#m@GLxih|W<CPT=|Pr307iYfbggqkoTNR^v^wPC&GetA})7i{t4>
z>i+PIWNo!i?ef>%U{YN5&4VXrj{C9a{OEH{@JI3LhOZ-=he5q$Ehu5aj;Il5mD3(+
zjO>!Gy;UcdRV`tj114S1jtt?L%Jv7|`*RkIg76KgOAx@=wmjEo-*S~)r|^t%6m?W;
zS1tEVh*M{$m!q_Z<}b?wQh>?8$+HEgsLA`jzzkk1Xt)ObFJ)dk0>Q&K0<Pw79Y1OF
zX=@hV;WDBpn3dIoGnDEI{OVMr6O2&IMA8+67@pD(Y~8aU>}I__+@9W7fL8nL;Gt=s
zs-USmN6gx#wY$OKyUufr8FV-r9?Xo>l<nDKx$w~6`YS{sI<hEiF@%WFYZWU91!yjW
z%tqr_{`+21=9dW(+ctS<GbkklHdrfc_hDfb5!``T3R(>v5LI)HnKQ${8Sxe#<udLI
z`5w0(ZDPez5>Xn#eAtEJM1Zzw5!cb{6&j};opGJfkR96DgH==Yg4K?)O{=iz?I20r
zK5zCg1;bd`{T}Ul(V0jVn)KU7<xepa=PU(l$a$9>#qQDV0y~5F?ePTky`M)uJL_oo
zg$M}T1^N*D-Zdy(0hDd+EO1aq!5nt4ME89gIlvYjYxeg@L-_@LOfP}KtaDD$$~H<#
zudPz0&L>rE5)7T}=e(8ON#sL@46;%VTUfPDR`F$@IaOgEn)F=oR$@GHbDjKgy&EMW
zbhc$?*waE9wW)cC0;_N%%}c7aNp(#$byf7tZ9_#%df}f;lRjpi0(An@n%XFT6h96O
zw{4F&axC@ACjY-c8#B!+FpL|H>1C>?mX%B`u7H(gO+MITd8@UW(Fc1ADUHJ16SF{-
z09&D)o`OBgA9|jajKom7$dLB_a^3UBK$G~NpB0v9ir0|iD9bc4{{lZ4;M==U-P+|M
z;%dV4BVJ52BZin0AvGYo3Fvl>FKq2<3vArY{+p(bW+&1Lb~m-u@+LFd@f%t<`MDTR
zMx%e;=FX%rZ;_gaTa_#UFLjFtO5K*KI|X~8a_WwV3H5>oR?v)O*?bP9$VSd(1xf1y
z{X7!Q20;2JCWfLN@w(Hb&VfWqD}W>SkU2IYzug`od67SU<5GzlzlZ)}DliT{di=+*
z5i+>JI@tMD=nQql284C2;!RbaVu_+j9(6}B&37o;C)&)F%m8?MoI!{<{SP4T+;S+e
zn9%>ZNetcMbqtrp^SN)6yqXY2#5M(W3DWH(#Mo>xtkA8{C$~OI7D70G?BD9}<Lh79
zb8D_-2XXjSyi-JfE1S(UT)A|(1&N+;`il2>UR1xaY<zaw4F^Bq*PM_(4OKK>T+G*W
zCY-+>`n#tsb-G!U`JaKFgTnLx<S`WI;}MJ6j#!@hsq!HsVrcB6tYUyl#$lihFm=V?
z?B%AQWgA~zG0c_Wc;`P{A>I7C8b3%)&yF-$hBJ|{mmrqnetX`wxQVp{aqLRLX*x)J
zw@;d-Lv5o@fWmW>AAHBAPf}D{gB=}jn{OoaPY!wS;-DkxI!Xo1bLjd7<oW0j>*ROO
zcwovcRoVp%E7HBCO=YRG%5{_X&~f^_*1PII{@DnS@Nf?)h&7WN@$I_(@m&XVkV*{M
z1Wx^M16$<w9tWh^5rH9o_$>_>D;X_t#A8FSxD<GfFKd9vZ?THO6vojq6>HA?O1^sh
zBSCiGlqSe%T_3(F`?2-a_Fzzm#K&ao%czwl%0y2~%z*vTLm~xK^e_!N5WE}nNk2^3
z$h~;emLy3P!Xciq-#&W2P0#m{#FT~UfhOQ2^p`8~4ox;RU#@(knr?GOK*uCUfm?A%
zj@)hCK1KvY5K5PzjAKK#fv3liG;h5Su6~NDl<CywD_v?M+zz3-6j7%5AKzW+Lm%Hj
zCucl$H-Kj$-hZ7nbzgI2`QmBFKmxn!`0o@i>5TP!v&U<-w{gc@++!O2L*ea3@Hk${
z1Ga+)ztQ&{&C`L?TLkqyJVX0SDP=4q5u-wR3G~NLW9e|3=Zn(eG&ZxHG*<i?Hy_3;
z1Va<JsevFg7Vux@>j8`s4&rF3oI8d00v;VhrVU>k3r1l+BPE8WT3y7s`sSD=WDC4<
z#H=!7v|5#N-BlkM#wdtwbR%qoAz6%1pI^HNTSZD$SgfoF_ldf2t%RE=`uJ`9w4MfF
zM9)FQXlW}Chm>o7`25f@{5i3@^W8PK;;LSl8p|@F#TeH{a~RO9rt}ZDOW<;rnC+BP
zOGR{;NdAD8C5Ur(s=r+nQ!N8e0u}Fn73|$uQnti$+;k<bCErlVsDcQ3Ad*nkL(+G;
zpjCZC#x%3U@1%r-i8W*G3@b!1)~uF^{`xA>X4ZaH_Jp*WIA*U^bxUpc7iT8bK||v7
zCAw#vwRuIhWfhVl3tYwM=f3ujF^S2kY@QA#Rz}X|nru>Q>WQZMx#lDuwZ~M+j<2_)
zO#@lQAZ8hyh=p@lgpAkd6)F{_7g^NgOHi*afkU{0Shq4^(kD}_1!A2MHiWs>6|rw5
zeqdgaz3}69LB<8Sadd?Og=jeU3jP^Oc+`^w7xV?F8#IyGn_Pn@Vgo%6P|2n<blD7a
z!>6<$c&PZUu+Jt9=0I9<SQEp`U+_q?qh>kpJ(~&UPm|9_=-@v4`>x0Cu=kV>TY5Ky
zq@lnPv`g%rJu5t2!28g~NA=labi4>K3BMb;beW}EmW_!Am|Slj!A=IDURJkyBGWl~
zxOyLlj|UHMe2C_R_sj;WpB~er>-0(pX?;%g9E-uOj%O~k-T@#CBS#Ttd2lZL&S?Jl
z<a1)>hjhsw^d!6dh@3M|&~&Ghi)!YrrNsA63{&B2!x*(nTwb&HGyku*F9C;g`yVGQ
zjP_Eg<P8~O%=^x2Y-I~EvKLZ~nZYn-rkRnY(k8TOL8Yijwn`gCE}`YNkSLKBxuQ#(
zEJe%xo%bE$a=-U?|KI<8e)BwL&U?=Job%bwIiGXhqbK-~_q4M&N@~Y)FHWRhjJR~e
z_Tu+ZQ&-E;Ml<4b(&m3^)Qou;^j0a+$@l&!h2HIUJCzoR7g$fLStq@w%rlPVWxiuC
z-I%s2;P8zFZAGrzBsSjk^(BXU(r%2FSX;-_+9vjHE$>R5@hd;p<i5Bg9O{lgezexw
zHN4@>%RsyEh^M^TW#*Tb;?t)7F?;c-P1Acrelu^f+r`V+SonAg?sJ!i-XzIXuj9vg
z-0_}Ajehm9mVaL!wOWsAoi+FV!D+!>YGVR+*f`a!VfYg~;q64XHrqI_u2EJe-_9k~
zQ_`Wr`Ov&~#}BQadSHy-^Yl3-ll!&`gI8R9zW=p*jfI!$Ww}uj!<28gGpTLwJ*y%!
z0&T9izP<7Ll#i>o8>EaGe?N2V7PHN1ee;FkU2)55JD=3L7T!CCi_=sU7E>+Uzs(L!
z+1z${fr(Rs`@5-DMIX1G*k=3T`mXTVc?*_*_3hp{CB~&KP2zn0)xk%EvKn(J_3(3M
z_Y@t)%8nFjh<p>w&W?Wy9sktcwy4WLac{K<I#hVWeC~&5M~_A2e7hZ!>OVg<QJ!He
zV91sGCR1x@sdLOo#uNE$`K2uvkn?Zo&ZJPuo@nSvr^m;l+Nt{T&q|YVO)m4~Og=X~
zOsRZGzuc?EDhjxNXiRgnBIQW!>*`)&Oje7(->4@oi1wF5mFp^Mx}X+BL+SRm6$b5-
zPc=^2LO9wkBA?0A`czb6$Q|dKB!5?{8&PQ)eRJG0rH#v@9UP*O-}6&f#w<5eVdi+c
z;&rawDSs4yd1^vYet`eo&<dAH@jQv|SP%6zANB4|7^U5w8bnPNcZTU@B#k*xU~g3e
z@9bFnKHd2alvlwGsqMDe5gTNuWDBJA@bvigiYlGTGnx*rT=?jIL*coe(ilq~j(p?l
z%1@uyu1i1ct`nzkcRoy~bVg$}+ewqOu$ux7Sf^)KiTx*Ud}wC&e2v~()`i<q*TyOt
zD0p7opuE*b-do9f`~#i)+s#GglSk*#_Eoo4zWLf!XEUvJ%QfaXAMdTp%~+x5J2O0E
zb&LJ7yPl{Y>FmlLC%w1-c#@=v=zVc_&V*IW;#t+Xb<_5Rk3VF-LKu0^d4I@K*8J_6
zhiE5Et{vvx)PDw>hvH3Iz3UrzR?>Xyi26HE&+M)eJzppkL`T1@oICqmSAx)Cjq<_E
zf@2%1Y%Y;|?V5kNKJmf93&~nNH=;i@T5Z`nZk;>@rt0nrNl7fN82v|EcZXctThhmf
zs7sT(j92+jZf&@^vZH$ALf@75eZS0Ce8P+DNu3s;Tz9?OLGN|nj9lAD|2ZD3>T`U<
zHG4bruO@FvD$cWeqbNFWcP6lK{*{aR2_HULe!H1|{Z_E5;}+vm&6CMTQlDxo@@*FS
zz4&rxF>}20?4%7JO$aGT>r=MG<ZX^^tvchjt!ue9vreDxITq}9(X2H_2ZTYow*qe6
zR2iRnyf^u??~;}7f!Q#vbw|#f?;Z)q{$T2*t7e$&dJ<&7wiX@odABI7Z_(MJ<UN!U
z+O&!d+IP2qS<sT+Z6DctcCOK?<nwQ)sdg-g>bs$KJ*D(afrnOWm(2<Nbd4;LRo#R4
z^?Blj4Wy#PXv;VF7r|Ed_oS>|Jjqb2QhjUe3i(R~U(%|^>wRoD2>oHZbMDLtuVSbD
z_Io-Xnw{H{ZhWEG*ivwZU2<f(>9TX1b4JG~FBVCi9+<VK=9r4rb$>fpa_XL_-K9xt
zJ#&g9;bOhO09nkg)->sy9Lcb>&lvaCA67efN&0R&@t5l6E4m-|{4kY&{rSz37wcWu
zo>oI@m>bg0Fa1&uTXx2Oy>)f0!^Ibz$1&#>jJLg}wg>}5Ti&TmDR5{_da9n*uG9HS
zFX_RDPsY1{=~1Y2emZ*gt9uE%7O<@*?NAYsn`--9+!u8F9EcysR=lugH}~NwB=?)9
z+e7!QpSES(tl9_946ksvKosU)tgP-KFIiV#92x&EKg&PfyyV!fTQ9y>Wa}EfQ25>$
zH*58dyEfy=&x?d^UZa&ym&d|??DF4WmOw8(p0e9uwlMG7*xLGcpIye{I+U7!IdbfN
z{ptKINtbg9Pw#*l+b3?@A8m7};7Hu#_Ij;j3;8b!zNC8`9i@@5?VPwgCUdDI;C)Qk
z6w;*cFP9gts3LiW1Z`zjpUJYCXz^}r)RVOuCtM`qhOJMt@14HO-|}+Nv+vjXKKvmU
zt2EbpWat_VNy|dlB-%je8odq&%>y^&xP^<jL?@O%m&oLDcq|KH803wf(WW6Jh|VDS
z;D|0lDYz~Nf<Y}YS0IJZ>vdc}Hdi7H5wp1x(1?>*$advQy@^g%OCX{fH%toPEQNfb
z*j2=0b0HEMDhDvuVNx4ctThrADaR3)2tkV^I#vws;vt#~1VX9A8$r+<AJB$C3i^~l
z*rh(81xv9|G!#bz7{$^6_Q3(@fn(=}0QmosJTivuQ1Zwm8NnENWEsa$@_y2T9gY8o
z^pO9r#YILL_$P6Z(Ubfj2cw6Ao#96rK1dI?8S+o*`6(WtD?t4qO#dVh(VoYVK;Ag)
zvL+l!h6F~u3(f}ueTAUfH$>2b8!!W<RB*WyPb`r_n0i4(2Np;p7{1V;f}r9Wq8|X5
zC1vr2;2ky85F`T{zAQw_=Lx`bzxFb@QWgi)gebC%!3GCx%)|sx#FO&5I%F{ivJta5
zT*xjMm;lgVp#X9fvUw~%!8%wd<p~8WJ_LGT3xl~5T^!Mh3o!M@NQa0kJiQ=62%kUr
z1?;Kc{Q8k`1V#q^w3~j-N1tVc{Vg80ToxbPiuM1|yOWr^PR3&#5yM0#tU-<pn&97J
zBBO~X@Q0klfJ;2!PW}sCVA#lbA;U(dt%KMMzK1e^jkQF|3kGhDGgLkR8-M~&#6msJ
zN*%jpZUdz&b^lwm`b`OAl1veYC@|*chG?S9{o#lft|lfpqANsn#r0c=g;31ligCo{
z5R4h#5{QDjU^dVh1cnW$G>A&27*MDrpzRa`sv$(BQ4L^(2J}V-D)Z{VPxfmXaPPpP
zWvT{4h6r$^sK$YE*AQPRIw&~s1VLtI{hEag+L~<0`02_)2TY=)P#nzS<A}?gm=FSR
zwuhwR5OBHL0Q8`N5FH_8;952cY-ncI{~nQ?ocv*PD+}vUljY=s1yZq%i@7Ii2IC&c
zjg?c7!#*swL}c#d<bXa1gaWQCcj$Ldt(-jiTth(H8d~xX(qq^nu@uz14*p0Su7nMK
zyTBhWR4M}b@@qhPx^EDcM(a%va&xf+`LQ59Q3~u4{K{DhMd4zee*kbh3<d)-2X9Al
zA=hw;lp8F8>;!C~SR@pqiU;cU_kn^<0?r~FvS9@WvmlZI3C;R<KPWF{Eq1zLJd&UB
zU@&j6FLsD{UH_B(D6*U!I;akN)oZ}ZcoXd`EiG6QE(eET{??~o+$7ZD%G4TFQhy$3
zAY2Dy1u&y!s3rrG*RkV(p`9lU2YId`A`zb(j7~2w{T^s&h}O9vbR2>i`Ji26vxt8C
zaY3j!OiNvcln<Z^<|r;C1V_RKYN89mz#*8A07*j}g4rmjK*5nP2RzsSHnRWhU?c+A
zIRCSJBm&sbKT!T(Au#Aj0j__6z@Tdb<s%Wm#_9nChR{l;<H*CAiF$<os;E@av7Wfh
z%4(U5yWVmjFR<_IFChSNhVWTpY$gE4EVh^@k_yET37g}{TmuRSrUrIaZbBP7D<(?>
z5eGyKyw7roPN8GPGOMr?_z59QV_bf^9sr9rf=&)dgTkN;K~Q#;<ItNN2b>B*qx^I#
zVaI&pOedDX<F|i4Rz|noHQ6__Fg{&DQGTYaTE<-`{L-2&4F^vxQb^?gUjL)nzrOoQ
zO7Q63@e^N8FI`c)#qY{!tyuw=_1mTe>{{!Z-gK&H-*cbd2T!J*8biv7%-qr3UbL<)
z!90W4gVWWSXGd}0nUCmtnV<RN)*Q-V_SXo(mB4Ie6~E(tChO~$DHzP3eB1Zxth-C}
zYdQ{wnz`<C`6d_8?e00!z%VWSr-C31u$Ev;bQ8J@c<8N`5XLH(q2jOxt_PLipez6Y
zDnMXrV7x=wE%7E{gM!abIiLc72L*uH%y7iqcwhoUun_V&L%SOoM9>zHAuSA1=bt(z
zYr#br%n}T3;wQ!wnQr}uCb80fq|n}o18_tuo}V8VELp&$!W+DxN+Yff5rX?aQRgg6
za(wxGuHWDTRs@^~OhlO?2_SNV(I1~d{4xJ9oCCI8{yHw0IIxCd{~xf$jP5@+fU$9z
zFQ2zIg!>N~qoCfZzp=kDh@tktUbA@2++XL)$!(WY`U}lNIX#q@s9FqKIcD^ZtYGfn
zy9EodKm%(?0tI+S65WstA%+yh2enmy2}Gk(X@+2(hbkTzBS8u91uT&*S2kv1&oZ@?
zVlCi^c3^JKW19>7`Ct(Wh6*r}dO#H53sDyXR-F*WhW^C~U;~!~N&y{1#(@PEU=R`v
ztXPd8KTr$OK^LnifhY`0^=b;Di^D+wSDun6$l%l^?AW{I8%1u9RTj0r_?&liLVeU^
z7mwG32Uc317K<Ie!1{OICvohVwmR2hxpeheTJf=t(Ga&*Lxo;ipZG}i>{6%Fk5h{5
zofIsMW49i;pcb;k*yT)qvY}Vdv9$}UYxj2*eYVBrcYj!SE41fx<mVL0i-Oi?aT~8~
zmTTNRS|p-}zQ|G6Wr#LY;uL;WezNXa!K;J^GnE2M6ri&OmwpK%tXSSMN7_&gPPH>)
zawA9YBOmOeU)itWf3cG#=g;WQ6*h=I_%*ytR=zH7pwn)@`*G^SsK)vU9TjTdzTVaU
zw3@l}7q)BA?cm%O=cD_)<-;_;<@yMJEVtLSBQL4@&R5BclxIpe?XI#2n;voU(1fRE
za2%BBuB?8y9G*$@><d4i@LvAQoSyP!`W3zb8tbQpAD@2?@+Ko*NW_KPP3olz)4!5w
zzdBy3NeofCd6sI*XKnig|6UQ+@Jg{LCgayuvpQz}Zy!(hPPcx)UH)n;*{-ldVJ<jR
zVJ+FP^HNIDdfk_+OBrAET71W7cYxD?=f9p^`S#(|W=V82Q*Wp4z4L1HChZNezI)-y
z7S~66`1p4A*5nrFEQ@&_;&@VCaw-Hr-B|B-QuW>Xs>Pc0(&y8hgTob6YuTFluQcmy
z7{^MT4?H*$M>y$82b)pa1*hVgyFa;VmEXm6D=|;jk#yh*Qk~65Gqa&R&dV5AuKS$7
zdEl#Ue)Y;9vw9Y*zum5|FM8U?0}SnBF`pYXDja9*@LaBHa6LiG`2h3k1oacWZ;CC}
zz52~C7OzwC<YO=`IXgc+Is3|`XO;8Vx9fu5K6$&5R%YgRd~M^z;%Iuu`Y&dY`${TT
zAIeTQ<K=dp>pHjl;(5P?Hh0|LI~CeRxWyE%+PL_8R$o-#Rte1^y>MsNIj<FV?jg<#
zyjggyv+ni>=Wc7Yi+;tvH1WWNdkKdx$|=k$Q_*r>xgB}7`Ez5-j-4r`-|OOTXC_{;
zdr{i?#pauGWZ)g^)8|b*D9)?Zg4XEONAxJJk2kHH_;BxB4!+*_t!eh!D4!Fv$zc<Z
zm*xIuK2L+!e5JEugRy#JMsK*;()N}Eg8d6msZ^`Eef8v7^~HJ|xU<q=U+X<(yQj_S
zcN>}oy>?F@rhUq6y6CsS=Exa+mw9eII@|6tUh9SIOv<Q)j+{-*o)CELY1TY9n@5xK
z%J-)44cW`A^fgqJG~Ucje$mPcExG^RY3Z8TDH+d2^amQm=O*j#r{^2jUN9#c=gIq5
zFa18xKs+ug{nGgZFDJeePkZ3BXiH>~O`-avj>&VQHwNNUnh~?RpYM#htFhj!p8f5_
z)AU=9Ch68Z=oJ(&llR!a7QFShe`6&qi}*5%czsep^ZI&yL*+@Oj&Da#h{!8HZ0G-O
z{L#J7Ke>L(d~|!;CtA^dk1EYcoocZ9>CMW1W#gZ=lbWYqU+uAKT}@Fzx@4)}*PXlk
zo*Q;Xmu+p|qq=HiU&xbHza8mG{+1Q)D#o{Ru3ggR7LtxlWV&;9kfWMTOxgK+Dy)6V
zBCYVLf6pF6-KOO_z7}}*H-YLWZ|l>)2QFI_e(rlx#><|rWnrn_tH<x!cr&7^>ZWj1
zv{_V6o93ezDsXDyth}f9&g8oVgpjg+>#m*_0hbU?DDVE=d`cVNek@yl=b=iGhpPKo
z$JNNGWYtIaPb4a;s`19VpLo3HWMdgcfpGBR)Vw8-PT=m%N47SODGl3|nG-i!VO}o1
zO>f4E$9#$sywKWX|LaliwXj9j)NJbR;!6E-h27GQEY5>{bCP_m&&^0%P;8_TW)iq}
zzmJxHI;yFbpxIm8H2>MlSyT3A&yTwG>)K2;`%^(vw=8}%myogW(}~w+3C}VFsvRFW
z@TO$Jx`TJdg*;rYUQpde{qRs{Ot(tRA)BK3yeV%VR*({H&fs)(S`IlKI9;h<V{rAc
zVp39_PoZd5!V>RK=VlRVFQ3}{+UG@DP2l(2w|~gxnVZ(nLW+EM+>X7a@Z^+aenC;t
z`CGY9Rt9&dWIV6$amc`PeFRrYx%|tHb!QS^3-Wc^JF=FLHPfQ=W2=sa+|}|`^l%cq
z@VYm@ex;*8YQ5i2s#dXD|Myh^22m>;X<f}@PV8B;J5rpd9qE}i{VH*DJ>|;18;P1<
z!@Q@f?C`vFKRMOoVYQ2&ipQqn+^eopdnR5nD5G$lW}b{mRkjbf`^zdx!nK%hRaR>I
zGvn$uswJ7&l&*G}uA=Yf<+#WD^ck42W9_{gzaiW5I}v!(KIRm!S2ytYlIe`Pe5W-p
z=!d<7jn$5yNJ(to%JDe`r@ZZ%e(Qj#vscn&wVNCg=gmouzN-3cdx~mdgYD_^R~#Fd
zwyL_SE=v&i@v~LKK5h5=m;5aq&g~RU+Vzys^2%BLaCm0=p*A^EgxsxFp~XV(y4QK-
z)!&qSoJL(+Gxe7p&mVa$j*HYdi@f|AIWx+l`M|-my*b_U*L6N@E3j%Hl$F!eF8;om
z`JHAOR8vEHm&c1^QfclD(i~<2tv5LPJnsTineW0sz;B|R{DamMs?@4fqWLZHBk9$c
zvd*YhMTMyHsK~NQQKnINrDc;N6dRN(qNpDCTi;eGfXkD3CCsn<h+C)e!MM81k4}5@
z7hbW;vjgudj*eW^!6<8pVwL4YU5X+{%~ZOrxGhRE%B<{xqEA#}TS39zl{TJ%ipJlm
zfq}V6PtTrSmzA|AFx!WD*4_1NU|?R7SNiGHz=f%+ax1E&?~LBf4o*tUea$QI+S^jA
z%`>RT;w7cp&8~T)qOIKtE7RS4R~!qB79BJw4uGSpJWH1Tx@5u5V{p_Qy-w@!{cDWR
z3UADxYp-cmRL+i6oj2~r1+{A?hZwWB7o~10`IOtXy}i(}OscPt@V;~G<KJ^L!KT4w
zUHhY?Jn$7~)4oPv_(JX4j31Vbn|!|Psm(Fj)_z~yuECqIFwH$DcpgX9F&p2~u|%))
znVO2n+FeDx4JLT46UTq3b|p8a9&*qwrSvBDB_?Sr>DOp=ewWn8mjv&BA{q6Sc=Xw+
z%G2PmN8*V;9F_VWKghBzKb~H^z1sT=<@=U73gNreZ%>k2YOtr!hIJ=HN=zmb8;<%k
zR`h5aZb(=oQfhv+DIR}{)wz4p;@l#K;vK%Pe@xx?(0Sb6)h?Tz`{FBg(`?3_DqfZK
z;ojkp7UdEZdqMA_8Imgtif>+-74t2$Zyx;ebytZ7A;tKDc2LKdiZsu0kuR^mx7RLl
z>usfNwhyWN{Me<f@YbdY-=>Mk-!G4xxniL;*|cpS#D^es0zxu05OMteQSeR{U#6fz
zU~HeGKhTN=7l#KFu?X<ciSj^fcrbjng6Z&cNlK;+&cRI<g@J%@5SX|6qLWfn{D*5L
zc!<X_#V@BaVW!BE8^E)T5OZB49NpLvL2L#GzsL+{vWSI7k_cfe5dq9z!7@eyfyJAt
zhNX+c5)HIMm{C};C>VsOp|D`SKw=bTipM~VKpM>^;vuYxG{_Xcg6RZFg+hK14{W{|
zFbog^Le_`;#9(S4DijAnhye``niO;Vj9kDZS=JzUGQ|f-r6MCDF*G#PAe3w%6#Em=
zFc%Rf5lJKhs6mi~3#6<tf<U4P`oj?6t@sHhkQiV%8Gxuak+*^fqK?FYjs}()ATkc2
z9kYCeAyQL(NC=N(#AZ;)WDcE7;86W&1O(x72r&2%C=7&3<suX|jmjA44v71&`vV1_
zLo(n4NEv}GD^3WTD>lX3I5|Kz0YZsX7R-Pc1~3gz>?i-<!V1XdudxCG?Pr4tsAI$g
zi*&zmD-a+wBf$un08<Ds)eS+65QY&<(t{Br7&ajes|kb;KrO+)u>k+p;vawxsW}8x
zD0TxXVdgFf5(q;D<{%&kmbB<bg{(gesK1U05tYyo-u&C#Vu_f{zvowQFsjgKJtHe2
zI|L0K+FAX-sLQ`CVGjEz!lDo{AF~Y(o5+=gH6=jE2*8-bHu6Jb<v_DpgB&ITjl`Ro
zfI<)t<#Ww2%QNRoWeGkHwIm}xOW<#c4<m56eyk9_6b~eY)#k{g!RMLD5*QqDu&uw4
z6_y1o8;Fhg({GsJpnvJ}?=>{&EI~xZ6d#JZLXi4%Kzc}6aKNf{{>rGqD1a$3P-)ak
zbgYa}6NAA)5ClOOn00}BHSnMsu)@Es@pEG%Ow9Ge!4N{iq5eqrK|>s1JJb)7<spU)
z1_-O5A4t%jN1`F<{>z{85JN*6i02H;BcUPgVR;NRi1g<?2239T%OIhH;;?#T3W&fB
z%cC%c*CSD=hQsp^1`UlW4#0v9c{2GY)o9>-pae_6G%6Y!|5F~qFdRuW!*B%VB$$kD
zC;thSgiz4v<FGt3bp&T&GHql%65#zXSlAFA&P5Vpi0(EI>jQ{tcpgj{$_WgB1XKQk
z4k|oSdXy0o0K6JO2SOqn4u>VdRQgC<Xz)lL&_?hNF{FV#!avi7kSHT~fEa>ahSeh>
zH2QE@5={RKp3+Ci9Ml`3)g%%;(js66ZMbHVKqPj!4v`T02wssWG{z9VNX0A=&=Z5h
zEnxqY7XgCdGzc7G5rSwV8WjWqaBRl`O@rW~736IK!wf?j4VZzYHOxTFEy(00bQ;~t
ml0v0gn8P%4v;VyYcK$>n1slkiOCZrmWGZgK0_$Z<aQ_3hV=JTp

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-reg.xml
new file mode 100644
index 00000000..634c112e
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-reg.xml
@@ -0,0 +1,1473 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-007-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='82'/>
+         <instruction instr-id='82' subinstr-id='2'/>
+         <instruction instr-id='82' subinstr-id='4'/>
+         <instruction instr-id='102'/>
+         <instruction instr-id='102' subinstr-id='2'/>
+         <instruction instr-id='102' subinstr-id='4'/>
+         <instruction instr-id='118'/>
+         <instruction instr-id='118' subinstr-id='2'/>
+         <instruction instr-id='118' subinstr-id='4'/>
+         <instruction instr-id='118' subinstr-id='6'/>
+         <instruction instr-id='118' subinstr-id='8'/>
+         <instruction instr-id='118' subinstr-id='10'/>
+         <instruction instr-id='118' subinstr-id='12'/>
+         <instruction instr-id='118' subinstr-id='14'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='134' subinstr-id='2'/>
+         <instruction instr-id='134' subinstr-id='4'/>
+         <instruction instr-id='134' subinstr-id='6'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='195' subinstr-id='2'/>
+         <instruction instr-id='195' subinstr-id='4'/>
+         <instruction instr-id='195' subinstr-id='6'/>
+         <instruction instr-id='195' subinstr-id='8'/>
+         <instruction instr-id='195' subinstr-id='10'/>
+         <instruction instr-id='195' subinstr-id='12'/>
+         <instruction instr-id='195' subinstr-id='14'/>
+         <instruction instr-id='195' subinstr-id='16'/>
+         <instruction instr-id='195' subinstr-id='18'/>
+         <instruction instr-id='195' subinstr-id='20'/>
+         <instruction instr-id='195' subinstr-id='22'/>
+         <instruction instr-id='195' subinstr-id='26'/>
+         <instruction instr-id='195' subinstr-id='28'/>
+         <instruction instr-id='195' subinstr-id='30'/>
+         <instruction instr-id='195' subinstr-id='32'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='198' subinstr-id='10'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='315' subinstr-id='6'/>
+         <instruction instr-id='315' subinstr-id='8'/>
+         <instruction instr-id='315' subinstr-id='10'/>
+         <instruction instr-id='315' subinstr-id='12'/>
+         <instruction instr-id='315' subinstr-id='14'/>
+         <instruction instr-id='315' subinstr-id='16'/>
+         <instruction instr-id='315' subinstr-id='18'/>
+         <instruction instr-id='315' subinstr-id='20'/>
+         <instruction instr-id='315' subinstr-id='22'/>
+         <instruction instr-id='315' subinstr-id='24'/>
+         <instruction instr-id='315' subinstr-id='26'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='361'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='403'/>
+         <instruction instr-id='489'/>
+         <instruction instr-id='489' subinstr-id='2'/>
+         <instruction instr-id='492'/>
+         <instruction instr-id='496'/>
+         <instruction instr-id='496' subinstr-id='2'/>
+         <instruction instr-id='496' subinstr-id='4'/>
+         <instruction instr-id='496' subinstr-id='6'/>
+         <instruction instr-id='496' subinstr-id='8'/>
+         <instruction instr-id='496' subinstr-id='10'/>
+         <instruction instr-id='496' subinstr-id='12'/>
+         <instruction instr-id='496' subinstr-id='14'/>
+         <instruction instr-id='496' subinstr-id='16'/>
+         <instruction instr-id='496' subinstr-id='18'/>
+         <instruction instr-id='496' subinstr-id='20'/>
+         <instruction instr-id='496' subinstr-id='22'/>
+         <instruction instr-id='496' subinstr-id='24'/>
+         <instruction instr-id='496' subinstr-id='26'/>
+         <instruction instr-id='496' subinstr-id='28'/>
+         <instruction instr-id='496' subinstr-id='30'/>
+         <instruction instr-id='496' subinstr-id='32'/>
+         <instruction instr-id='496' subinstr-id='34'/>
+         <instruction instr-id='496' subinstr-id='36'/>
+         <instruction instr-id='496' subinstr-id='38'/>
+         <instruction instr-id='496' subinstr-id='40'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='550'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='628' subinstr-id='2'/>
+         <instruction instr-id='628' subinstr-id='4'/>
+         <instruction instr-id='628' subinstr-id='6'/>
+         <instruction instr-id='628' subinstr-id='8'/>
+         <instruction instr-id='628' subinstr-id='10'/>
+         <instruction instr-id='628' subinstr-id='12'/>
+         <instruction instr-id='628' subinstr-id='14'/>
+         <instruction instr-id='628' subinstr-id='16'/>
+         <instruction instr-id='628' subinstr-id='18'/>
+         <instruction instr-id='628' subinstr-id='20'/>
+         <instruction instr-id='628' subinstr-id='22'/>
+         <instruction instr-id='628' subinstr-id='24'/>
+         <instruction instr-id='628' subinstr-id='26'/>
+         <instruction instr-id='628' subinstr-id='28'/>
+         <instruction instr-id='628' subinstr-id='30'/>
+         <instruction instr-id='628' subinstr-id='32'/>
+         <instruction instr-id='628' subinstr-id='34'/>
+         <instruction instr-id='628' subinstr-id='36'/>
+         <instruction instr-id='628' subinstr-id='38'/>
+         <instruction instr-id='631'/>
+         <instruction instr-id='631' subinstr-id='2'/>
+         <instruction instr-id='631' subinstr-id='4'/>
+         <instruction instr-id='631' subinstr-id='6'/>
+         <instruction instr-id='631' subinstr-id='8'/>
+         <instruction instr-id='663'/>
+         <instruction instr-id='681'/>
+         <instruction instr-id='702'/>
+         <instruction instr-id='723'/>
+         <instruction instr-id='782'/>
+         <instruction instr-id='782' subinstr-id='2'/>
+         <instruction instr-id='782' subinstr-id='4'/>
+         <instruction instr-id='782' subinstr-id='6'/>
+         <instruction instr-id='782' subinstr-id='8'/>
+         <instruction instr-id='782' subinstr-id='10'/>
+         <instruction instr-id='782' subinstr-id='12'/>
+         <instruction instr-id='782' subinstr-id='14'/>
+         <instruction instr-id='782' subinstr-id='16'/>
+         <instruction instr-id='814'/>
+         <instruction instr-id='849'/>
+         <instruction instr-id='870'/>
+         <instruction instr-id='927'/>
+         <instruction instr-id='927' subinstr-id='2'/>
+         <instruction instr-id='927' subinstr-id='4'/>
+         <instruction instr-id='927' subinstr-id='6'/>
+         <instruction instr-id='927' subinstr-id='8'/>
+         <instruction instr-id='927' subinstr-id='10'/>
+         <instruction instr-id='927' subinstr-id='12'/>
+         <instruction instr-id='927' subinstr-id='14'/>
+         <instruction instr-id='927' subinstr-id='16'/>
+         <instruction instr-id='927' subinstr-id='18'/>
+         <instruction instr-id='927' subinstr-id='20'/>
+         <instruction instr-id='927' subinstr-id='22'/>
+         <instruction instr-id='927' subinstr-id='24'/>
+         <instruction instr-id='927' subinstr-id='26'/>
+         <instruction instr-id='927' subinstr-id='28'/>
+         <instruction instr-id='927' subinstr-id='30'/>
+         <instruction instr-id='927' subinstr-id='32'/>
+         <instruction instr-id='927' subinstr-id='34'/>
+         <instruction instr-id='927' subinstr-id='36'/>
+         <instruction instr-id='927' subinstr-id='38'/>
+         <instruction instr-id='927' subinstr-id='40'/>
+         <instruction instr-id='927' subinstr-id='42'/>
+         <instruction instr-id='927' subinstr-id='44'/>
+         <instruction instr-id='927' subinstr-id='46'/>
+         <instruction instr-id='927' subinstr-id='48'/>
+         <instruction instr-id='927' subinstr-id='50'/>
+         <instruction instr-id='927' subinstr-id='52'/>
+         <instruction instr-id='927' subinstr-id='54'/>
+         <instruction instr-id='927' subinstr-id='56'/>
+         <instruction instr-id='927' subinstr-id='58'/>
+         <instruction instr-id='927' subinstr-id='60'/>
+         <instruction instr-id='927' subinstr-id='62'/>
+         <instruction instr-id='927' subinstr-id='64'/>
+         <instruction instr-id='927' subinstr-id='66'/>
+         <instruction instr-id='927' subinstr-id='68'/>
+         <instruction instr-id='927' subinstr-id='70'/>
+         <instruction instr-id='973'/>
+         <instruction instr-id='992'/>
+         <instruction instr-id='1051'/>
+         <instruction instr-id='1051' subinstr-id='2'/>
+         <instruction instr-id='1051' subinstr-id='4'/>
+         <instruction instr-id='1051' subinstr-id='6'/>
+         <instruction instr-id='1051' subinstr-id='8'/>
+         <instruction instr-id='1051' subinstr-id='10'/>
+         <instruction instr-id='1051' subinstr-id='12'/>
+         <instruction instr-id='1051' subinstr-id='14'/>
+         <instruction instr-id='1051' subinstr-id='16'/>
+         <instruction instr-id='1051' subinstr-id='18'/>
+         <instruction instr-id='1051' subinstr-id='20'/>
+         <instruction instr-id='1051' subinstr-id='22'/>
+         <instruction instr-id='1051' subinstr-id='24'/>
+         <instruction instr-id='1051' subinstr-id='26'/>
+         <instruction instr-id='1051' subinstr-id='28'/>
+         <instruction instr-id='1051' subinstr-id='30'/>
+         <instruction instr-id='1051' subinstr-id='32'/>
+         <instruction instr-id='1051' subinstr-id='34'/>
+         <instruction instr-id='1051' subinstr-id='36'/>
+         <instruction instr-id='1083'/>
+         <instruction instr-id='1128'/>
+         <instruction instr-id='1200'/>
+         <instruction instr-id='1200' subinstr-id='2'/>
+         <instruction instr-id='1200' subinstr-id='4'/>
+         <instruction instr-id='1200' subinstr-id='6'/>
+         <instruction instr-id='1203'/>
+         <instruction instr-id='1206'/>
+         <instruction instr-id='1206' subinstr-id='2'/>
+         <instruction instr-id='1206' subinstr-id='4'/>
+         <instruction instr-id='1206' subinstr-id='6'/>
+         <instruction instr-id='1206' subinstr-id='8'/>
+         <instruction instr-id='1206' subinstr-id='10'/>
+         <instruction instr-id='1206' subinstr-id='12'/>
+         <instruction instr-id='1206' subinstr-id='14'/>
+         <instruction instr-id='1206' subinstr-id='16'/>
+         <instruction instr-id='1206' subinstr-id='18'/>
+         <instruction instr-id='1206' subinstr-id='20'/>
+         <instruction instr-id='1206' subinstr-id='22'/>
+         <instruction instr-id='1206' subinstr-id='24'/>
+         <instruction instr-id='1206' subinstr-id='26'/>
+         <instruction instr-id='1206' subinstr-id='28'/>
+         <instruction instr-id='1206' subinstr-id='30'/>
+         <instruction instr-id='1206' subinstr-id='32'/>
+         <instruction instr-id='1206' subinstr-id='34'/>
+         <instruction instr-id='1206' subinstr-id='36'/>
+         <instruction instr-id='1206' subinstr-id='38'/>
+         <instruction instr-id='1237'/>
+         <instruction instr-id='1344'/>
+         <instruction instr-id='1344' subinstr-id='2'/>
+         <instruction instr-id='1344' subinstr-id='4'/>
+         <instruction instr-id='1344' subinstr-id='6'/>
+         <instruction instr-id='1344' subinstr-id='8'/>
+         <instruction instr-id='1344' subinstr-id='10'/>
+         <instruction instr-id='1344' subinstr-id='12'/>
+         <instruction instr-id='1344' subinstr-id='14'/>
+         <instruction instr-id='1344' subinstr-id='16'/>
+         <instruction instr-id='1344' subinstr-id='18'/>
+         <instruction instr-id='1344' subinstr-id='20'/>
+         <instruction instr-id='1344' subinstr-id='22'/>
+         <instruction instr-id='1344' subinstr-id='24'/>
+         <instruction instr-id='1376'/>
+         <instruction instr-id='1428'/>
+         <instruction instr-id='1485'/>
+         <instruction instr-id='1485' subinstr-id='2'/>
+         <instruction instr-id='1485' subinstr-id='4'/>
+         <instruction instr-id='1485' subinstr-id='6'/>
+         <instruction instr-id='1485' subinstr-id='8'/>
+         <instruction instr-id='1485' subinstr-id='10'/>
+         <instruction instr-id='1485' subinstr-id='12'/>
+         <instruction instr-id='1485' subinstr-id='14'/>
+         <instruction instr-id='1485' subinstr-id='16'/>
+         <instruction instr-id='1485' subinstr-id='18'/>
+         <instruction instr-id='1485' subinstr-id='20'/>
+         <instruction instr-id='1485' subinstr-id='22'/>
+         <instruction instr-id='1485' subinstr-id='24'/>
+         <instruction instr-id='1485' subinstr-id='26'/>
+         <instruction instr-id='1485' subinstr-id='28'/>
+         <instruction instr-id='1485' subinstr-id='30'/>
+         <instruction instr-id='1485' subinstr-id='32'/>
+         <instruction instr-id='1485' subinstr-id='34'/>
+         <instruction instr-id='1485' subinstr-id='36'/>
+         <instruction instr-id='1546'/>
+         <instruction instr-id='1604'/>
+         <instruction instr-id='1604' subinstr-id='2'/>
+         <instruction instr-id='1607'/>
+         <instruction instr-id='1611'/>
+         <instruction instr-id='1611' subinstr-id='2'/>
+         <instruction instr-id='1611' subinstr-id='4'/>
+         <instruction instr-id='1611' subinstr-id='6'/>
+         <instruction instr-id='1611' subinstr-id='8'/>
+         <instruction instr-id='1611' subinstr-id='10'/>
+         <instruction instr-id='1611' subinstr-id='12'/>
+         <instruction instr-id='1611' subinstr-id='14'/>
+         <instruction instr-id='1611' subinstr-id='16'/>
+         <instruction instr-id='1611' subinstr-id='18'/>
+         <instruction instr-id='1611' subinstr-id='20'/>
+         <instruction instr-id='1611' subinstr-id='22'/>
+         <instruction instr-id='1611' subinstr-id='24'/>
+         <instruction instr-id='1611' subinstr-id='26'/>
+         <instruction instr-id='1611' subinstr-id='28'/>
+         <instruction instr-id='1611' subinstr-id='30'/>
+         <instruction instr-id='1643'/>
+         <instruction instr-id='1695'/>
+         <instruction instr-id='1754'/>
+         <instruction instr-id='1754' subinstr-id='2'/>
+         <instruction instr-id='1754' subinstr-id='4'/>
+         <instruction instr-id='1754' subinstr-id='6'/>
+         <instruction instr-id='1754' subinstr-id='8'/>
+         <instruction instr-id='1754' subinstr-id='10'/>
+         <instruction instr-id='1754' subinstr-id='12'/>
+         <instruction instr-id='1754' subinstr-id='14'/>
+         <instruction instr-id='1754' subinstr-id='16'/>
+         <instruction instr-id='1754' subinstr-id='18'/>
+         <instruction instr-id='1754' subinstr-id='20'/>
+         <instruction instr-id='1754' subinstr-id='22'/>
+         <instruction instr-id='1754' subinstr-id='24'/>
+         <instruction instr-id='1754' subinstr-id='26'/>
+         <instruction instr-id='1754' subinstr-id='28'/>
+         <instruction instr-id='1754' subinstr-id='30'/>
+         <instruction instr-id='1754' subinstr-id='32'/>
+         <instruction instr-id='1754' subinstr-id='34'/>
+         <instruction instr-id='1754' subinstr-id='36'/>
+         <instruction instr-id='1754' subinstr-id='38'/>
+         <instruction instr-id='1754' subinstr-id='40'/>
+         <instruction instr-id='1754' subinstr-id='42'/>
+         <instruction instr-id='1754' subinstr-id='44'/>
+         <instruction instr-id='1754' subinstr-id='46'/>
+         <instruction instr-id='1754' subinstr-id='48'/>
+         <instruction instr-id='1754' subinstr-id='50'/>
+         <instruction instr-id='1774'/>
+         <instruction instr-id='1823'/>
+         <instruction instr-id='1882'/>
+         <instruction instr-id='1882' subinstr-id='2'/>
+         <instruction instr-id='1882' subinstr-id='4'/>
+         <instruction instr-id='1882' subinstr-id='6'/>
+         <instruction instr-id='1882' subinstr-id='8'/>
+         <instruction instr-id='1882' subinstr-id='10'/>
+         <instruction instr-id='1882' subinstr-id='12'/>
+         <instruction instr-id='1882' subinstr-id='14'/>
+         <instruction instr-id='1882' subinstr-id='16'/>
+         <instruction instr-id='1882' subinstr-id='18'/>
+         <instruction instr-id='1882' subinstr-id='20'/>
+         <instruction instr-id='1882' subinstr-id='22'/>
+         <instruction instr-id='1882' subinstr-id='24'/>
+         <instruction instr-id='1882' subinstr-id='26'/>
+         <instruction instr-id='1902'/>
+         <instruction instr-id='1951'/>
+         <instruction instr-id='2010'/>
+         <instruction instr-id='2010' subinstr-id='2'/>
+         <instruction instr-id='2010' subinstr-id='4'/>
+         <instruction instr-id='2010' subinstr-id='6'/>
+         <instruction instr-id='2010' subinstr-id='8'/>
+         <instruction instr-id='2010' subinstr-id='10'/>
+         <instruction instr-id='2010' subinstr-id='12'/>
+         <instruction instr-id='2010' subinstr-id='14'/>
+         <instruction instr-id='2010' subinstr-id='16'/>
+         <instruction instr-id='2010' subinstr-id='18'/>
+         <instruction instr-id='2010' subinstr-id='20'/>
+         <instruction instr-id='2010' subinstr-id='22'/>
+         <instruction instr-id='2010' subinstr-id='24'/>
+         <instruction instr-id='2010' subinstr-id='26'/>
+         <instruction instr-id='2010' subinstr-id='28'/>
+         <instruction instr-id='2010' subinstr-id='30'/>
+         <instruction instr-id='2010' subinstr-id='32'/>
+         <instruction instr-id='2010' subinstr-id='34'/>
+         <instruction instr-id='2010' subinstr-id='36'/>
+         <instruction instr-id='2010' subinstr-id='38'/>
+         <instruction instr-id='2010' subinstr-id='40'/>
+         <instruction instr-id='2010' subinstr-id='42'/>
+         <instruction instr-id='2030'/>
+         <instruction instr-id='2049'/>
+         <instruction instr-id='2083'/>
+         <instruction instr-id='2142'/>
+         <instruction instr-id='2142' subinstr-id='2'/>
+         <instruction instr-id='2142' subinstr-id='4'/>
+         <instruction instr-id='2142' subinstr-id='6'/>
+         <instruction instr-id='2142' subinstr-id='8'/>
+         <instruction instr-id='2142' subinstr-id='10'/>
+         <instruction instr-id='2142' subinstr-id='12'/>
+         <instruction instr-id='2142' subinstr-id='14'/>
+         <instruction instr-id='2142' subinstr-id='16'/>
+         <instruction instr-id='2142' subinstr-id='18'/>
+         <instruction instr-id='2142' subinstr-id='20'/>
+         <instruction instr-id='2142' subinstr-id='22'/>
+         <instruction instr-id='2142' subinstr-id='24'/>
+         <instruction instr-id='2142' subinstr-id='26'/>
+         <instruction instr-id='2142' subinstr-id='28'/>
+         <instruction instr-id='2142' subinstr-id='30'/>
+         <instruction instr-id='2162'/>
+         <instruction instr-id='2181'/>
+         <instruction instr-id='2215'/>
+         <instruction instr-id='2274'/>
+         <instruction instr-id='2274' subinstr-id='2'/>
+         <instruction instr-id='2274' subinstr-id='4'/>
+         <instruction instr-id='2274' subinstr-id='6'/>
+         <instruction instr-id='2274' subinstr-id='8'/>
+         <instruction instr-id='2274' subinstr-id='10'/>
+         <instruction instr-id='2274' subinstr-id='12'/>
+         <instruction instr-id='2274' subinstr-id='14'/>
+         <instruction instr-id='2274' subinstr-id='16'/>
+         <instruction instr-id='2274' subinstr-id='18'/>
+         <instruction instr-id='2274' subinstr-id='20'/>
+         <instruction instr-id='2274' subinstr-id='22'/>
+         <instruction instr-id='2274' subinstr-id='24'/>
+         <instruction instr-id='2274' subinstr-id='26'/>
+         <instruction instr-id='2274' subinstr-id='28'/>
+         <instruction instr-id='2274' subinstr-id='30'/>
+         <instruction instr-id='2274' subinstr-id='32'/>
+         <instruction instr-id='2274' subinstr-id='34'/>
+         <instruction instr-id='2274' subinstr-id='36'/>
+         <instruction instr-id='2274' subinstr-id='38'/>
+         <instruction instr-id='2274' subinstr-id='40'/>
+         <instruction instr-id='2294'/>
+         <instruction instr-id='2313'/>
+         <instruction instr-id='2347'/>
+         <instruction instr-id='2405'/>
+         <instruction instr-id='2405' subinstr-id='2'/>
+         <instruction instr-id='2408'/>
+         <instruction instr-id='2408' subinstr-id='2'/>
+         <instruction instr-id='2408' subinstr-id='4'/>
+         <instruction instr-id='2408' subinstr-id='6'/>
+         <instruction instr-id='2408' subinstr-id='8'/>
+         <instruction instr-id='2408' subinstr-id='10'/>
+         <instruction instr-id='2408' subinstr-id='12'/>
+         <instruction instr-id='2424'/>
+         <instruction instr-id='2443'/>
+         <instruction instr-id='2489'/>
+         <instruction instr-id='2545'/>
+         <instruction instr-id='2545' subinstr-id='2'/>
+         <instruction instr-id='2545' subinstr-id='4'/>
+         <instruction instr-id='2545' subinstr-id='6'/>
+         <instruction instr-id='2545' subinstr-id='8'/>
+         <instruction instr-id='2545' subinstr-id='10'/>
+         <instruction instr-id='2545' subinstr-id='12'/>
+         <instruction instr-id='2545' subinstr-id='14'/>
+         <instruction instr-id='2545' subinstr-id='16'/>
+         <instruction instr-id='2545' subinstr-id='18'/>
+         <instruction instr-id='2545' subinstr-id='20'/>
+         <instruction instr-id='2545' subinstr-id='22'/>
+         <instruction instr-id='2545' subinstr-id='24'/>
+         <instruction instr-id='2545' subinstr-id='26'/>
+         <instruction instr-id='2545' subinstr-id='28'/>
+         <instruction instr-id='2545' subinstr-id='30'/>
+         <instruction instr-id='2545' subinstr-id='32'/>
+         <instruction instr-id='2565'/>
+         <instruction instr-id='2584'/>
+         <instruction instr-id='2618'/>
+         <instruction instr-id='2678'/>
+         <instruction instr-id='2678' subinstr-id='2'/>
+         <instruction instr-id='2678' subinstr-id='4'/>
+         <instruction instr-id='2678' subinstr-id='6'/>
+         <instruction instr-id='2678' subinstr-id='8'/>
+         <instruction instr-id='2678' subinstr-id='10'/>
+         <instruction instr-id='2678' subinstr-id='12'/>
+         <instruction instr-id='2678' subinstr-id='14'/>
+         <instruction instr-id='2678' subinstr-id='16'/>
+         <instruction instr-id='2678' subinstr-id='18'/>
+         <instruction instr-id='2798'/>
+         <instruction instr-id='2798' subinstr-id='2'/>
+         <instruction instr-id='2798' subinstr-id='4'/>
+         <instruction instr-id='2798' subinstr-id='6'/>
+         <instruction instr-id='2798' subinstr-id='8'/>
+         <instruction instr-id='2798' subinstr-id='10'/>
+         <instruction instr-id='2798' subinstr-id='12'/>
+         <instruction instr-id='2798' subinstr-id='14'/>
+         <instruction instr-id='2798' subinstr-id='16'/>
+         <instruction instr-id='2798' subinstr-id='18'/>
+         <instruction instr-id='2798' subinstr-id='20'/>
+         <instruction instr-id='2798' subinstr-id='22'/>
+         <instruction instr-id='2798' subinstr-id='24'/>
+         <instruction instr-id='2798' subinstr-id='26'/>
+         <instruction instr-id='2798' subinstr-id='28'/>
+         <instruction instr-id='2798' subinstr-id='30'/>
+         <instruction instr-id='2798' subinstr-id='32'/>
+         <instruction instr-id='2798' subinstr-id='34'/>
+         <instruction instr-id='2798' subinstr-id='36'/>
+         <instruction instr-id='2863'/>
+         <instruction instr-id='2939'/>
+         <instruction instr-id='2939' subinstr-id='2'/>
+         <instruction instr-id='2939' subinstr-id='4'/>
+         <instruction instr-id='2939' subinstr-id='6'/>
+         <instruction instr-id='2939' subinstr-id='8'/>
+         <instruction instr-id='2939' subinstr-id='10'/>
+         <instruction instr-id='2939' subinstr-id='12'/>
+         <instruction instr-id='2939' subinstr-id='14'/>
+         <instruction instr-id='2939' subinstr-id='16'/>
+         <instruction instr-id='2939' subinstr-id='18'/>
+         <instruction instr-id='2939' subinstr-id='20'/>
+         <instruction instr-id='2939' subinstr-id='22'/>
+         <instruction instr-id='2939' subinstr-id='24'/>
+         <instruction instr-id='2939' subinstr-id='26'/>
+         <instruction instr-id='2939' subinstr-id='28'/>
+         <instruction instr-id='2939' subinstr-id='30'/>
+         <instruction instr-id='2939' subinstr-id='34'/>
+         <instruction instr-id='2939' subinstr-id='36'/>
+         <instruction instr-id='2939' subinstr-id='38'/>
+         <instruction instr-id='2939' subinstr-id='40'/>
+         <instruction instr-id='2939' subinstr-id='42'/>
+         <instruction instr-id='2939' subinstr-id='44'/>
+         <instruction instr-id='2939' subinstr-id='46'/>
+         <instruction instr-id='2939' subinstr-id='48'/>
+         <instruction instr-id='2939' subinstr-id='50'/>
+         <instruction instr-id='2939' subinstr-id='52'/>
+         <instruction instr-id='2939' subinstr-id='54'/>
+         <instruction instr-id='3057'/>
+         <instruction instr-id='3057' subinstr-id='2'/>
+         <instruction instr-id='3057' subinstr-id='4'/>
+         <instruction instr-id='3172'/>
+         <instruction instr-id='3172' subinstr-id='2'/>
+         <instruction instr-id='3175'/>
+         <instruction instr-id='3178'/>
+         <instruction instr-id='3181'/>
+         <instruction instr-id='3181' subinstr-id='2'/>
+         <instruction instr-id='3181' subinstr-id='4'/>
+         <instruction instr-id='3181' subinstr-id='6'/>
+         <instruction instr-id='3181' subinstr-id='8'/>
+         <instruction instr-id='3181' subinstr-id='10'/>
+         <instruction instr-id='3181' subinstr-id='12'/>
+         <instruction instr-id='3181' subinstr-id='14'/>
+         <instruction instr-id='3181' subinstr-id='16'/>
+         <instruction instr-id='3181' subinstr-id='18'/>
+         <instruction instr-id='3181' subinstr-id='20'/>
+         <instruction instr-id='3181' subinstr-id='22'/>
+         <instruction instr-id='3181' subinstr-id='24'/>
+         <instruction instr-id='3181' subinstr-id='26'/>
+         <instruction instr-id='3181' subinstr-id='28'/>
+         <instruction instr-id='3181' subinstr-id='30'/>
+         <instruction instr-id='3181' subinstr-id='32'/>
+         <instruction instr-id='3181' subinstr-id='34'/>
+         <instruction instr-id='3181' subinstr-id='36'/>
+         <instruction instr-id='3212'/>
+         <instruction instr-id='3231'/>
+         <instruction instr-id='3250'/>
+         <instruction instr-id='3323'/>
+         <instruction instr-id='3323' subinstr-id='2'/>
+         <instruction instr-id='3323' subinstr-id='4'/>
+         <instruction instr-id='3323' subinstr-id='6'/>
+         <instruction instr-id='3323' subinstr-id='8'/>
+         <instruction instr-id='3323' subinstr-id='10'/>
+         <instruction instr-id='3323' subinstr-id='12'/>
+         <instruction instr-id='3323' subinstr-id='14'/>
+         <instruction instr-id='3323' subinstr-id='16'/>
+         <instruction instr-id='3323' subinstr-id='18'/>
+         <instruction instr-id='3323' subinstr-id='20'/>
+         <instruction instr-id='3323' subinstr-id='22'/>
+         <instruction instr-id='3323' subinstr-id='24'/>
+         <instruction instr-id='3323' subinstr-id='26'/>
+         <instruction instr-id='3323' subinstr-id='28'/>
+         <instruction instr-id='3323' subinstr-id='30'/>
+         <instruction instr-id='3323' subinstr-id='32'/>
+         <instruction instr-id='3323' subinstr-id='34'/>
+         <instruction instr-id='3439'/>
+         <instruction instr-id='3439' subinstr-id='2'/>
+         <instruction instr-id='3439' subinstr-id='4'/>
+         <instruction instr-id='3439' subinstr-id='6'/>
+         <instruction instr-id='3439' subinstr-id='8'/>
+         <instruction instr-id='3439' subinstr-id='10'/>
+         <instruction instr-id='3439' subinstr-id='12'/>
+         <instruction instr-id='3439' subinstr-id='14'/>
+         <instruction instr-id='3443'/>
+         <instruction instr-id='3443' subinstr-id='2'/>
+         <instruction instr-id='3443' subinstr-id='4'/>
+         <instruction instr-id='3443' subinstr-id='6'/>
+         <instruction instr-id='3443' subinstr-id='8'/>
+         <instruction instr-id='3443' subinstr-id='10'/>
+         <instruction instr-id='3443' subinstr-id='12'/>
+         <instruction instr-id='3443' subinstr-id='14'/>
+         <instruction instr-id='3443' subinstr-id='16'/>
+         <instruction instr-id='3443' subinstr-id='18'/>
+         <instruction instr-id='3443' subinstr-id='20'/>
+         <instruction instr-id='3443' subinstr-id='22'/>
+         <instruction instr-id='3463'/>
+         <instruction instr-id='3512'/>
+         <instruction instr-id='3571'/>
+         <instruction instr-id='3571' subinstr-id='2'/>
+         <instruction instr-id='3571' subinstr-id='4'/>
+         <instruction instr-id='3571' subinstr-id='6'/>
+         <instruction instr-id='3571' subinstr-id='8'/>
+         <instruction instr-id='3571' subinstr-id='10'/>
+         <instruction instr-id='3571' subinstr-id='12'/>
+         <instruction instr-id='3571' subinstr-id='14'/>
+         <instruction instr-id='3571' subinstr-id='16'/>
+         <instruction instr-id='3571' subinstr-id='18'/>
+         <instruction instr-id='3571' subinstr-id='20'/>
+         <instruction instr-id='3571' subinstr-id='22'/>
+         <instruction instr-id='3571' subinstr-id='24'/>
+         <instruction instr-id='3571' subinstr-id='26'/>
+         <instruction instr-id='3571' subinstr-id='28'/>
+         <instruction instr-id='3571' subinstr-id='30'/>
+         <instruction instr-id='3591'/>
+         <instruction instr-id='3640'/>
+         <instruction instr-id='3699'/>
+         <instruction instr-id='3699' subinstr-id='2'/>
+         <instruction instr-id='3699' subinstr-id='4'/>
+         <instruction instr-id='3699' subinstr-id='6'/>
+         <instruction instr-id='3699' subinstr-id='8'/>
+         <instruction instr-id='3699' subinstr-id='10'/>
+         <instruction instr-id='3699' subinstr-id='12'/>
+         <instruction instr-id='3699' subinstr-id='14'/>
+         <instruction instr-id='3699' subinstr-id='16'/>
+         <instruction instr-id='3699' subinstr-id='18'/>
+         <instruction instr-id='3699' subinstr-id='20'/>
+         <instruction instr-id='3699' subinstr-id='22'/>
+         <instruction instr-id='3699' subinstr-id='24'/>
+         <instruction instr-id='3699' subinstr-id='26'/>
+         <instruction instr-id='3719'/>
+         <instruction instr-id='3738'/>
+         <instruction instr-id='3828'/>
+         <instruction instr-id='3828' subinstr-id='2'/>
+         <instruction instr-id='3828' subinstr-id='4'/>
+         <instruction instr-id='3828' subinstr-id='6'/>
+         <instruction instr-id='3828' subinstr-id='8'/>
+         <instruction instr-id='3828' subinstr-id='10'/>
+         <instruction instr-id='3828' subinstr-id='12'/>
+         <instruction instr-id='3828' subinstr-id='14'/>
+         <instruction instr-id='3828' subinstr-id='16'/>
+         <instruction instr-id='3828' subinstr-id='18'/>
+         <instruction instr-id='3828' subinstr-id='20'/>
+         <instruction instr-id='3828' subinstr-id='22'/>
+         <instruction instr-id='3828' subinstr-id='24'/>
+         <instruction instr-id='3944'/>
+         <instruction instr-id='3944' subinstr-id='2'/>
+         <instruction instr-id='3944' subinstr-id='4'/>
+         <instruction instr-id='3944' subinstr-id='6'/>
+         <instruction instr-id='3944' subinstr-id='8'/>
+         <instruction instr-id='3944' subinstr-id='10'/>
+         <instruction instr-id='3944' subinstr-id='12'/>
+         <instruction instr-id='3944' subinstr-id='14'/>
+         <instruction instr-id='3944' subinstr-id='16'/>
+         <instruction instr-id='3944' subinstr-id='18'/>
+         <instruction instr-id='3944' subinstr-id='20'/>
+         <instruction instr-id='3944' subinstr-id='22'/>
+         <instruction instr-id='3944' subinstr-id='24'/>
+         <instruction instr-id='3944' subinstr-id='26'/>
+         <instruction instr-id='3960'/>
+         <instruction instr-id='4009'/>
+         <instruction instr-id='4086'/>
+         <instruction instr-id='4086' subinstr-id='2'/>
+         <instruction instr-id='4086' subinstr-id='4'/>
+         <instruction instr-id='4086' subinstr-id='6'/>
+         <instruction instr-id='4086' subinstr-id='8'/>
+         <instruction instr-id='4086' subinstr-id='10'/>
+         <instruction instr-id='4086' subinstr-id='12'/>
+         <instruction instr-id='4086' subinstr-id='14'/>
+         <instruction instr-id='4086' subinstr-id='16'/>
+         <instruction instr-id='4086' subinstr-id='18'/>
+         <instruction instr-id='4086' subinstr-id='20'/>
+         <instruction instr-id='4086' subinstr-id='22'/>
+         <instruction instr-id='4086' subinstr-id='24'/>
+         <instruction instr-id='4086' subinstr-id='26'/>
+         <instruction instr-id='4086' subinstr-id='28'/>
+         <instruction instr-id='4086' subinstr-id='30'/>
+         <instruction instr-id='4086' subinstr-id='32'/>
+         <instruction instr-id='4105'/>
+         <instruction instr-id='4209'/>
+         <instruction instr-id='4209' subinstr-id='2'/>
+         <instruction instr-id='4209' subinstr-id='4'/>
+         <instruction instr-id='4209' subinstr-id='6'/>
+         <instruction instr-id='4209' subinstr-id='8'/>
+         <instruction instr-id='4209' subinstr-id='10'/>
+         <instruction instr-id='4209' subinstr-id='12'/>
+         <instruction instr-id='4209' subinstr-id='14'/>
+         <instruction instr-id='4209' subinstr-id='16'/>
+         <instruction instr-id='4209' subinstr-id='18'/>
+         <instruction instr-id='4209' subinstr-id='20'/>
+         <instruction instr-id='4209' subinstr-id='22'/>
+         <instruction instr-id='4209' subinstr-id='24'/>
+         <instruction instr-id='4209' subinstr-id='26'/>
+         <instruction instr-id='4209' subinstr-id='28'/>
+         <instruction instr-id='4209' subinstr-id='30'/>
+         <instruction instr-id='4209' subinstr-id='32'/>
+         <instruction instr-id='4209' subinstr-id='34'/>
+         <instruction instr-id='4209' subinstr-id='36'/>
+         <instruction instr-id='4229'/>
+         <instruction instr-id='4333'/>
+         <instruction instr-id='4333' subinstr-id='2'/>
+         <instruction instr-id='4333' subinstr-id='4'/>
+         <instruction instr-id='4333' subinstr-id='6'/>
+         <instruction instr-id='4333' subinstr-id='8'/>
+         <instruction instr-id='4333' subinstr-id='10'/>
+         <instruction instr-id='4333' subinstr-id='12'/>
+         <instruction instr-id='4333' subinstr-id='14'/>
+         <instruction instr-id='4353'/>
+         <instruction instr-id='4457'/>
+         <instruction instr-id='4457' subinstr-id='2'/>
+         <instruction instr-id='4457' subinstr-id='4'/>
+         <instruction instr-id='4457' subinstr-id='6'/>
+         <instruction instr-id='4457' subinstr-id='8'/>
+         <instruction instr-id='4457' subinstr-id='10'/>
+         <instruction instr-id='4457' subinstr-id='12'/>
+         <instruction instr-id='4477'/>
+         <instruction instr-id='4496'/>
+         <instruction instr-id='4515'/>
+         <instruction instr-id='4589'/>
+         <instruction instr-id='4589' subinstr-id='2'/>
+         <instruction instr-id='4589' subinstr-id='4'/>
+         <instruction instr-id='4589' subinstr-id='6'/>
+         <instruction instr-id='4589' subinstr-id='8'/>
+         <instruction instr-id='4589' subinstr-id='10'/>
+         <instruction instr-id='4589' subinstr-id='12'/>
+         <instruction instr-id='4589' subinstr-id='14'/>
+         <instruction instr-id='4589' subinstr-id='16'/>
+         <instruction instr-id='4589' subinstr-id='18'/>
+         <instruction instr-id='4589' subinstr-id='20'/>
+         <instruction instr-id='4589' subinstr-id='22'/>
+         <instruction instr-id='4589' subinstr-id='24'/>
+         <instruction instr-id='4589' subinstr-id='26'/>
+         <instruction instr-id='4589' subinstr-id='28'/>
+         <instruction instr-id='4589' subinstr-id='30'/>
+         <instruction instr-id='4589' subinstr-id='32'/>
+         <instruction instr-id='4589' subinstr-id='34'/>
+         <instruction instr-id='4589' subinstr-id='36'/>
+         <instruction instr-id='4589' subinstr-id='38'/>
+         <instruction instr-id='4589' subinstr-id='40'/>
+         <instruction instr-id='4609'/>
+         <instruction instr-id='4628'/>
+         <instruction instr-id='4647'/>
+         <instruction instr-id='4719'/>
+         <instruction instr-id='4719' subinstr-id='2'/>
+         <instruction instr-id='4719' subinstr-id='4'/>
+         <instruction instr-id='4719' subinstr-id='6'/>
+         <instruction instr-id='4719' subinstr-id='8'/>
+         <instruction instr-id='4719' subinstr-id='10'/>
+         <instruction instr-id='4719' subinstr-id='12'/>
+         <instruction instr-id='4719' subinstr-id='14'/>
+         <instruction instr-id='4719' subinstr-id='16'/>
+         <instruction instr-id='4719' subinstr-id='18'/>
+         <instruction instr-id='4719' subinstr-id='20'/>
+         <instruction instr-id='4719' subinstr-id='22'/>
+         <instruction instr-id='4719' subinstr-id='24'/>
+         <instruction instr-id='4719' subinstr-id='26'/>
+         <instruction instr-id='4719' subinstr-id='28'/>
+         <instruction instr-id='4719' subinstr-id='30'/>
+         <instruction instr-id='4719' subinstr-id='32'/>
+         <instruction instr-id='4719' subinstr-id='36'/>
+         <instruction instr-id='4719' subinstr-id='38'/>
+         <instruction instr-id='4719' subinstr-id='40'/>
+         <instruction instr-id='4719' subinstr-id='42'/>
+         <instruction instr-id='4719' subinstr-id='44'/>
+         <instruction instr-id='4719' subinstr-id='46'/>
+         <instruction instr-id='4735'/>
+         <instruction instr-id='4784'/>
+         <instruction instr-id='5005'/>
+         <instruction instr-id='5008'/>
+         <instruction instr-id='5008' subinstr-id='2'/>
+         <instruction instr-id='5008' subinstr-id='4'/>
+         <instruction instr-id='5008' subinstr-id='6'/>
+         <instruction instr-id='5020'/>
+         <instruction instr-id='5023'/>
+         <instruction instr-id='5023' subinstr-id='2'/>
+         <instruction instr-id='5023' subinstr-id='4'/>
+         <instruction instr-id='5023' subinstr-id='6'/>
+         <instruction instr-id='5026' subinstr-id='2'/>
+         <bounding-box x1='72' y1='196' x2='533' y2='701'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='93'/>
+         <instruction instr-id='93' subinstr-id='2'/>
+         <instruction instr-id='93' subinstr-id='4'/>
+         <instruction instr-id='111'/>
+         <instruction instr-id='111' subinstr-id='2'/>
+         <instruction instr-id='111' subinstr-id='4'/>
+         <instruction instr-id='123'/>
+         <instruction instr-id='123' subinstr-id='2'/>
+         <instruction instr-id='123' subinstr-id='4'/>
+         <instruction instr-id='123' subinstr-id='6'/>
+         <instruction instr-id='123' subinstr-id='8'/>
+         <instruction instr-id='123' subinstr-id='10'/>
+         <instruction instr-id='123' subinstr-id='12'/>
+         <instruction instr-id='123' subinstr-id='14'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='139' subinstr-id='2'/>
+         <instruction instr-id='139' subinstr-id='4'/>
+         <instruction instr-id='139' subinstr-id='6'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='206' subinstr-id='12'/>
+         <instruction instr-id='206' subinstr-id='14'/>
+         <instruction instr-id='206' subinstr-id='16'/>
+         <instruction instr-id='206' subinstr-id='18'/>
+         <instruction instr-id='206' subinstr-id='20'/>
+         <instruction instr-id='206' subinstr-id='22'/>
+         <instruction instr-id='206' subinstr-id='26'/>
+         <instruction instr-id='206' subinstr-id='28'/>
+         <instruction instr-id='206' subinstr-id='30'/>
+         <instruction instr-id='206' subinstr-id='32'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='209' subinstr-id='4'/>
+         <instruction instr-id='209' subinstr-id='6'/>
+         <instruction instr-id='209' subinstr-id='8'/>
+         <instruction instr-id='209' subinstr-id='10'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='349' subinstr-id='4'/>
+         <instruction instr-id='349' subinstr-id='6'/>
+         <instruction instr-id='349' subinstr-id='8'/>
+         <instruction instr-id='349' subinstr-id='10'/>
+         <instruction instr-id='349' subinstr-id='12'/>
+         <instruction instr-id='349' subinstr-id='14'/>
+         <instruction instr-id='349' subinstr-id='16'/>
+         <instruction instr-id='349' subinstr-id='18'/>
+         <instruction instr-id='349' subinstr-id='20'/>
+         <instruction instr-id='349' subinstr-id='22'/>
+         <instruction instr-id='349' subinstr-id='24'/>
+         <instruction instr-id='349' subinstr-id='26'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='435'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='529'/>
+         <instruction instr-id='529' subinstr-id='2'/>
+         <instruction instr-id='529' subinstr-id='4'/>
+         <instruction instr-id='529' subinstr-id='6'/>
+         <instruction instr-id='529' subinstr-id='8'/>
+         <instruction instr-id='529' subinstr-id='10'/>
+         <instruction instr-id='529' subinstr-id='12'/>
+         <instruction instr-id='529' subinstr-id='14'/>
+         <instruction instr-id='529' subinstr-id='16'/>
+         <instruction instr-id='529' subinstr-id='18'/>
+         <instruction instr-id='529' subinstr-id='20'/>
+         <instruction instr-id='529' subinstr-id='22'/>
+         <instruction instr-id='529' subinstr-id='24'/>
+         <instruction instr-id='529' subinstr-id='26'/>
+         <instruction instr-id='529' subinstr-id='28'/>
+         <instruction instr-id='529' subinstr-id='30'/>
+         <instruction instr-id='529' subinstr-id='32'/>
+         <instruction instr-id='529' subinstr-id='34'/>
+         <instruction instr-id='529' subinstr-id='36'/>
+         <instruction instr-id='529' subinstr-id='38'/>
+         <instruction instr-id='529' subinstr-id='40'/>
+         <instruction instr-id='561'/>
+         <instruction instr-id='596'/>
+         <instruction instr-id='618'/>
+         <instruction instr-id='640'/>
+         <instruction instr-id='706'/>
+         <instruction instr-id='706' subinstr-id='2'/>
+         <instruction instr-id='706' subinstr-id='4'/>
+         <instruction instr-id='706' subinstr-id='6'/>
+         <instruction instr-id='706' subinstr-id='8'/>
+         <instruction instr-id='706' subinstr-id='10'/>
+         <instruction instr-id='706' subinstr-id='12'/>
+         <instruction instr-id='706' subinstr-id='14'/>
+         <instruction instr-id='706' subinstr-id='16'/>
+         <instruction instr-id='706' subinstr-id='18'/>
+         <instruction instr-id='706' subinstr-id='20'/>
+         <instruction instr-id='706' subinstr-id='22'/>
+         <instruction instr-id='706' subinstr-id='24'/>
+         <instruction instr-id='706' subinstr-id='26'/>
+         <instruction instr-id='706' subinstr-id='28'/>
+         <instruction instr-id='706' subinstr-id='30'/>
+         <instruction instr-id='706' subinstr-id='32'/>
+         <instruction instr-id='706' subinstr-id='34'/>
+         <instruction instr-id='706' subinstr-id='36'/>
+         <instruction instr-id='706' subinstr-id='38'/>
+         <instruction instr-id='706' subinstr-id='40'/>
+         <instruction instr-id='706' subinstr-id='42'/>
+         <instruction instr-id='706' subinstr-id='44'/>
+         <instruction instr-id='706' subinstr-id='46'/>
+         <instruction instr-id='706' subinstr-id='48'/>
+         <instruction instr-id='706' subinstr-id='50'/>
+         <instruction instr-id='738'/>
+         <instruction instr-id='766'/>
+         <instruction instr-id='784'/>
+         <instruction instr-id='806'/>
+         <instruction instr-id='828'/>
+         <instruction instr-id='894'/>
+         <instruction instr-id='894' subinstr-id='2'/>
+         <instruction instr-id='894' subinstr-id='4'/>
+         <instruction instr-id='894' subinstr-id='6'/>
+         <instruction instr-id='894' subinstr-id='8'/>
+         <instruction instr-id='894' subinstr-id='10'/>
+         <instruction instr-id='894' subinstr-id='12'/>
+         <instruction instr-id='894' subinstr-id='14'/>
+         <instruction instr-id='894' subinstr-id='16'/>
+         <instruction instr-id='926'/>
+         <instruction instr-id='978'/>
+         <instruction instr-id='1000'/>
+         <instruction instr-id='1064'/>
+         <instruction instr-id='1064' subinstr-id='2'/>
+         <instruction instr-id='1064' subinstr-id='4'/>
+         <instruction instr-id='1064' subinstr-id='6'/>
+         <instruction instr-id='1064' subinstr-id='8'/>
+         <instruction instr-id='1064' subinstr-id='10'/>
+         <instruction instr-id='1064' subinstr-id='12'/>
+         <instruction instr-id='1064' subinstr-id='14'/>
+         <instruction instr-id='1064' subinstr-id='16'/>
+         <instruction instr-id='1064' subinstr-id='18'/>
+         <instruction instr-id='1064' subinstr-id='20'/>
+         <instruction instr-id='1064' subinstr-id='22'/>
+         <instruction instr-id='1064' subinstr-id='24'/>
+         <instruction instr-id='1064' subinstr-id='26'/>
+         <instruction instr-id='1064' subinstr-id='28'/>
+         <instruction instr-id='1064' subinstr-id='30'/>
+         <instruction instr-id='1064' subinstr-id='32'/>
+         <instruction instr-id='1064' subinstr-id='34'/>
+         <instruction instr-id='1064' subinstr-id='36'/>
+         <instruction instr-id='1064' subinstr-id='38'/>
+         <instruction instr-id='1064' subinstr-id='40'/>
+         <instruction instr-id='1064' subinstr-id='42'/>
+         <instruction instr-id='1064' subinstr-id='44'/>
+         <instruction instr-id='1064' subinstr-id='46'/>
+         <instruction instr-id='1064' subinstr-id='48'/>
+         <instruction instr-id='1064' subinstr-id='50'/>
+         <instruction instr-id='1064' subinstr-id='52'/>
+         <instruction instr-id='1064' subinstr-id='54'/>
+         <instruction instr-id='1064' subinstr-id='56'/>
+         <instruction instr-id='1067'/>
+         <instruction instr-id='1067' subinstr-id='2'/>
+         <instruction instr-id='1067' subinstr-id='4'/>
+         <instruction instr-id='1067' subinstr-id='6'/>
+         <instruction instr-id='1067' subinstr-id='8'/>
+         <instruction instr-id='1067' subinstr-id='10'/>
+         <instruction instr-id='1098'/>
+         <instruction instr-id='1130'/>
+         <instruction instr-id='1165'/>
+         <instruction instr-id='1187'/>
+         <instruction instr-id='1253'/>
+         <instruction instr-id='1253' subinstr-id='2'/>
+         <instruction instr-id='1253' subinstr-id='4'/>
+         <instruction instr-id='1253' subinstr-id='6'/>
+         <instruction instr-id='1253' subinstr-id='8'/>
+         <instruction instr-id='1253' subinstr-id='10'/>
+         <instruction instr-id='1253' subinstr-id='12'/>
+         <instruction instr-id='1253' subinstr-id='14'/>
+         <instruction instr-id='1253' subinstr-id='16'/>
+         <instruction instr-id='1253' subinstr-id='18'/>
+         <instruction instr-id='1253' subinstr-id='20'/>
+         <instruction instr-id='1253' subinstr-id='22'/>
+         <instruction instr-id='1253' subinstr-id='24'/>
+         <instruction instr-id='1253' subinstr-id='26'/>
+         <instruction instr-id='1253' subinstr-id='28'/>
+         <instruction instr-id='1253' subinstr-id='30'/>
+         <instruction instr-id='1253' subinstr-id='32'/>
+         <instruction instr-id='1253' subinstr-id='34'/>
+         <instruction instr-id='1253' subinstr-id='36'/>
+         <instruction instr-id='1285'/>
+         <instruction instr-id='1414'/>
+         <instruction instr-id='1414' subinstr-id='2'/>
+         <instruction instr-id='1414' subinstr-id='4'/>
+         <instruction instr-id='1414' subinstr-id='6'/>
+         <instruction instr-id='1417'/>
+         <instruction instr-id='1420'/>
+         <instruction instr-id='1420' subinstr-id='2'/>
+         <instruction instr-id='1420' subinstr-id='4'/>
+         <instruction instr-id='1420' subinstr-id='6'/>
+         <instruction instr-id='1420' subinstr-id='8'/>
+         <instruction instr-id='1420' subinstr-id='10'/>
+         <instruction instr-id='1420' subinstr-id='12'/>
+         <instruction instr-id='1420' subinstr-id='14'/>
+         <instruction instr-id='1420' subinstr-id='16'/>
+         <instruction instr-id='1420' subinstr-id='18'/>
+         <instruction instr-id='1420' subinstr-id='20'/>
+         <instruction instr-id='1420' subinstr-id='22'/>
+         <instruction instr-id='1420' subinstr-id='24'/>
+         <instruction instr-id='1420' subinstr-id='26'/>
+         <instruction instr-id='1420' subinstr-id='28'/>
+         <instruction instr-id='1420' subinstr-id='30'/>
+         <instruction instr-id='1420' subinstr-id='32'/>
+         <instruction instr-id='1420' subinstr-id='34'/>
+         <instruction instr-id='1420' subinstr-id='36'/>
+         <instruction instr-id='1420' subinstr-id='38'/>
+         <instruction instr-id='1451'/>
+         <instruction instr-id='1581'/>
+         <instruction instr-id='1581' subinstr-id='2'/>
+         <instruction instr-id='1581' subinstr-id='4'/>
+         <instruction instr-id='1581' subinstr-id='6'/>
+         <instruction instr-id='1581' subinstr-id='8'/>
+         <instruction instr-id='1581' subinstr-id='10'/>
+         <instruction instr-id='1581' subinstr-id='12'/>
+         <instruction instr-id='1581' subinstr-id='14'/>
+         <instruction instr-id='1581' subinstr-id='16'/>
+         <instruction instr-id='1581' subinstr-id='18'/>
+         <instruction instr-id='1581' subinstr-id='20'/>
+         <instruction instr-id='1581' subinstr-id='22'/>
+         <instruction instr-id='1581' subinstr-id='24'/>
+         <instruction instr-id='1661'/>
+         <instruction instr-id='1725'/>
+         <instruction instr-id='1725' subinstr-id='2'/>
+         <instruction instr-id='1725' subinstr-id='4'/>
+         <instruction instr-id='1725' subinstr-id='6'/>
+         <instruction instr-id='1725' subinstr-id='8'/>
+         <instruction instr-id='1725' subinstr-id='10'/>
+         <instruction instr-id='1725' subinstr-id='12'/>
+         <instruction instr-id='1725' subinstr-id='14'/>
+         <instruction instr-id='1725' subinstr-id='16'/>
+         <instruction instr-id='1725' subinstr-id='18'/>
+         <instruction instr-id='1725' subinstr-id='20'/>
+         <instruction instr-id='1725' subinstr-id='22'/>
+         <instruction instr-id='1725' subinstr-id='24'/>
+         <instruction instr-id='1725' subinstr-id='26'/>
+         <instruction instr-id='1725' subinstr-id='28'/>
+         <instruction instr-id='1725' subinstr-id='30'/>
+         <instruction instr-id='1725' subinstr-id='32'/>
+         <instruction instr-id='1725' subinstr-id='34'/>
+         <instruction instr-id='1725' subinstr-id='36'/>
+         <instruction instr-id='1798'/>
+         <instruction instr-id='1816'/>
+         <instruction instr-id='1881'/>
+         <instruction instr-id='1881' subinstr-id='2'/>
+         <instruction instr-id='1884'/>
+         <instruction instr-id='1888'/>
+         <instruction instr-id='1888' subinstr-id='2'/>
+         <instruction instr-id='1888' subinstr-id='4'/>
+         <instruction instr-id='1888' subinstr-id='6'/>
+         <instruction instr-id='1888' subinstr-id='8'/>
+         <instruction instr-id='1888' subinstr-id='10'/>
+         <instruction instr-id='1888' subinstr-id='12'/>
+         <instruction instr-id='1888' subinstr-id='14'/>
+         <instruction instr-id='1888' subinstr-id='16'/>
+         <instruction instr-id='1888' subinstr-id='18'/>
+         <instruction instr-id='1888' subinstr-id='20'/>
+         <instruction instr-id='1888' subinstr-id='22'/>
+         <instruction instr-id='1888' subinstr-id='24'/>
+         <instruction instr-id='1888' subinstr-id='26'/>
+         <instruction instr-id='1888' subinstr-id='28'/>
+         <instruction instr-id='1888' subinstr-id='30'/>
+         <instruction instr-id='1920'/>
+         <instruction instr-id='1989'/>
+         <instruction instr-id='2055'/>
+         <instruction instr-id='2055' subinstr-id='2'/>
+         <instruction instr-id='2055' subinstr-id='4'/>
+         <instruction instr-id='2055' subinstr-id='6'/>
+         <instruction instr-id='2055' subinstr-id='8'/>
+         <instruction instr-id='2055' subinstr-id='10'/>
+         <instruction instr-id='2055' subinstr-id='12'/>
+         <instruction instr-id='2055' subinstr-id='14'/>
+         <instruction instr-id='2055' subinstr-id='16'/>
+         <instruction instr-id='2055' subinstr-id='18'/>
+         <instruction instr-id='2055' subinstr-id='20'/>
+         <instruction instr-id='2055' subinstr-id='22'/>
+         <instruction instr-id='2055' subinstr-id='24'/>
+         <instruction instr-id='2055' subinstr-id='26'/>
+         <instruction instr-id='2055' subinstr-id='28'/>
+         <instruction instr-id='2055' subinstr-id='30'/>
+         <instruction instr-id='2055' subinstr-id='32'/>
+         <instruction instr-id='2055' subinstr-id='34'/>
+         <instruction instr-id='2055' subinstr-id='36'/>
+         <instruction instr-id='2055' subinstr-id='38'/>
+         <instruction instr-id='2055' subinstr-id='40'/>
+         <instruction instr-id='2055' subinstr-id='42'/>
+         <instruction instr-id='2055' subinstr-id='44'/>
+         <instruction instr-id='2055' subinstr-id='46'/>
+         <instruction instr-id='2055' subinstr-id='48'/>
+         <instruction instr-id='2055' subinstr-id='50'/>
+         <instruction instr-id='2075'/>
+         <instruction instr-id='2094'/>
+         <instruction instr-id='2144'/>
+         <instruction instr-id='2210'/>
+         <instruction instr-id='2210' subinstr-id='2'/>
+         <instruction instr-id='2210' subinstr-id='4'/>
+         <instruction instr-id='2210' subinstr-id='6'/>
+         <instruction instr-id='2210' subinstr-id='8'/>
+         <instruction instr-id='2210' subinstr-id='10'/>
+         <instruction instr-id='2210' subinstr-id='12'/>
+         <instruction instr-id='2210' subinstr-id='14'/>
+         <instruction instr-id='2210' subinstr-id='16'/>
+         <instruction instr-id='2210' subinstr-id='18'/>
+         <instruction instr-id='2210' subinstr-id='20'/>
+         <instruction instr-id='2210' subinstr-id='22'/>
+         <instruction instr-id='2210' subinstr-id='24'/>
+         <instruction instr-id='2210' subinstr-id='26'/>
+         <instruction instr-id='2230'/>
+         <instruction instr-id='2250'/>
+         <instruction instr-id='2300'/>
+         <instruction instr-id='2366'/>
+         <instruction instr-id='2366' subinstr-id='2'/>
+         <instruction instr-id='2366' subinstr-id='4'/>
+         <instruction instr-id='2366' subinstr-id='6'/>
+         <instruction instr-id='2366' subinstr-id='8'/>
+         <instruction instr-id='2366' subinstr-id='10'/>
+         <instruction instr-id='2366' subinstr-id='12'/>
+         <instruction instr-id='2366' subinstr-id='14'/>
+         <instruction instr-id='2366' subinstr-id='16'/>
+         <instruction instr-id='2366' subinstr-id='18'/>
+         <instruction instr-id='2366' subinstr-id='20'/>
+         <instruction instr-id='2366' subinstr-id='22'/>
+         <instruction instr-id='2366' subinstr-id='24'/>
+         <instruction instr-id='2366' subinstr-id='26'/>
+         <instruction instr-id='2366' subinstr-id='28'/>
+         <instruction instr-id='2366' subinstr-id='30'/>
+         <instruction instr-id='2366' subinstr-id='32'/>
+         <instruction instr-id='2366' subinstr-id='34'/>
+         <instruction instr-id='2366' subinstr-id='36'/>
+         <instruction instr-id='2366' subinstr-id='38'/>
+         <instruction instr-id='2366' subinstr-id='40'/>
+         <instruction instr-id='2366' subinstr-id='42'/>
+         <instruction instr-id='2386'/>
+         <instruction instr-id='2406'/>
+         <instruction instr-id='2426'/>
+         <instruction instr-id='2461'/>
+         <instruction instr-id='2527'/>
+         <instruction instr-id='2527' subinstr-id='2'/>
+         <instruction instr-id='2527' subinstr-id='4'/>
+         <instruction instr-id='2527' subinstr-id='6'/>
+         <instruction instr-id='2527' subinstr-id='8'/>
+         <instruction instr-id='2527' subinstr-id='10'/>
+         <instruction instr-id='2527' subinstr-id='12'/>
+         <instruction instr-id='2527' subinstr-id='14'/>
+         <instruction instr-id='2527' subinstr-id='16'/>
+         <instruction instr-id='2527' subinstr-id='18'/>
+         <instruction instr-id='2527' subinstr-id='20'/>
+         <instruction instr-id='2527' subinstr-id='22'/>
+         <instruction instr-id='2527' subinstr-id='24'/>
+         <instruction instr-id='2527' subinstr-id='26'/>
+         <instruction instr-id='2527' subinstr-id='28'/>
+         <instruction instr-id='2527' subinstr-id='30'/>
+         <instruction instr-id='2547'/>
+         <instruction instr-id='2567'/>
+         <instruction instr-id='2587'/>
+         <instruction instr-id='2622'/>
+         <instruction instr-id='2688'/>
+         <instruction instr-id='2688' subinstr-id='2'/>
+         <instruction instr-id='2688' subinstr-id='4'/>
+         <instruction instr-id='2688' subinstr-id='6'/>
+         <instruction instr-id='2688' subinstr-id='8'/>
+         <instruction instr-id='2688' subinstr-id='10'/>
+         <instruction instr-id='2688' subinstr-id='12'/>
+         <instruction instr-id='2688' subinstr-id='14'/>
+         <instruction instr-id='2688' subinstr-id='16'/>
+         <instruction instr-id='2688' subinstr-id='18'/>
+         <instruction instr-id='2688' subinstr-id='20'/>
+         <instruction instr-id='2688' subinstr-id='22'/>
+         <instruction instr-id='2688' subinstr-id='24'/>
+         <instruction instr-id='2688' subinstr-id='26'/>
+         <instruction instr-id='2688' subinstr-id='28'/>
+         <instruction instr-id='2688' subinstr-id='30'/>
+         <instruction instr-id='2688' subinstr-id='32'/>
+         <instruction instr-id='2688' subinstr-id='34'/>
+         <instruction instr-id='2688' subinstr-id='36'/>
+         <instruction instr-id='2688' subinstr-id='38'/>
+         <instruction instr-id='2688' subinstr-id='40'/>
+         <instruction instr-id='2708'/>
+         <instruction instr-id='2728'/>
+         <instruction instr-id='2748'/>
+         <instruction instr-id='2783'/>
+         <instruction instr-id='2848'/>
+         <instruction instr-id='2848' subinstr-id='2'/>
+         <instruction instr-id='2851'/>
+         <instruction instr-id='2851' subinstr-id='2'/>
+         <instruction instr-id='2851' subinstr-id='4'/>
+         <instruction instr-id='2851' subinstr-id='6'/>
+         <instruction instr-id='2851' subinstr-id='8'/>
+         <instruction instr-id='2851' subinstr-id='10'/>
+         <instruction instr-id='2851' subinstr-id='12'/>
+         <instruction instr-id='2867'/>
+         <instruction instr-id='2887'/>
+         <instruction instr-id='2907'/>
+         <instruction instr-id='3003'/>
+         <instruction instr-id='3003' subinstr-id='2'/>
+         <instruction instr-id='3003' subinstr-id='4'/>
+         <instruction instr-id='3003' subinstr-id='6'/>
+         <instruction instr-id='3003' subinstr-id='8'/>
+         <instruction instr-id='3003' subinstr-id='10'/>
+         <instruction instr-id='3003' subinstr-id='12'/>
+         <instruction instr-id='3003' subinstr-id='14'/>
+         <instruction instr-id='3003' subinstr-id='16'/>
+         <instruction instr-id='3003' subinstr-id='18'/>
+         <instruction instr-id='3003' subinstr-id='20'/>
+         <instruction instr-id='3003' subinstr-id='22'/>
+         <instruction instr-id='3003' subinstr-id='24'/>
+         <instruction instr-id='3003' subinstr-id='26'/>
+         <instruction instr-id='3003' subinstr-id='28'/>
+         <instruction instr-id='3003' subinstr-id='30'/>
+         <instruction instr-id='3003' subinstr-id='32'/>
+         <instruction instr-id='3023'/>
+         <instruction instr-id='3043'/>
+         <instruction instr-id='3063'/>
+         <instruction instr-id='3098'/>
+         <instruction instr-id='3164'/>
+         <instruction instr-id='3164' subinstr-id='2'/>
+         <instruction instr-id='3164' subinstr-id='4'/>
+         <instruction instr-id='3164' subinstr-id='6'/>
+         <instruction instr-id='3164' subinstr-id='8'/>
+         <instruction instr-id='3164' subinstr-id='10'/>
+         <instruction instr-id='3164' subinstr-id='12'/>
+         <instruction instr-id='3164' subinstr-id='14'/>
+         <instruction instr-id='3164' subinstr-id='16'/>
+         <instruction instr-id='3164' subinstr-id='18'/>
+         <instruction instr-id='3307'/>
+         <instruction instr-id='3307' subinstr-id='2'/>
+         <instruction instr-id='3307' subinstr-id='4'/>
+         <instruction instr-id='3307' subinstr-id='6'/>
+         <instruction instr-id='3307' subinstr-id='8'/>
+         <instruction instr-id='3307' subinstr-id='10'/>
+         <instruction instr-id='3307' subinstr-id='12'/>
+         <instruction instr-id='3307' subinstr-id='14'/>
+         <instruction instr-id='3307' subinstr-id='16'/>
+         <instruction instr-id='3307' subinstr-id='18'/>
+         <instruction instr-id='3307' subinstr-id='20'/>
+         <instruction instr-id='3307' subinstr-id='22'/>
+         <instruction instr-id='3307' subinstr-id='24'/>
+         <instruction instr-id='3307' subinstr-id='26'/>
+         <instruction instr-id='3307' subinstr-id='28'/>
+         <instruction instr-id='3307' subinstr-id='30'/>
+         <instruction instr-id='3307' subinstr-id='32'/>
+         <instruction instr-id='3307' subinstr-id='34'/>
+         <instruction instr-id='3307' subinstr-id='36'/>
+         <instruction instr-id='3387'/>
+         <instruction instr-id='3475'/>
+         <instruction instr-id='3475' subinstr-id='2'/>
+         <instruction instr-id='3475' subinstr-id='4'/>
+         <instruction instr-id='3475' subinstr-id='6'/>
+         <instruction instr-id='3475' subinstr-id='8'/>
+         <instruction instr-id='3475' subinstr-id='10'/>
+         <instruction instr-id='3475' subinstr-id='12'/>
+         <instruction instr-id='3475' subinstr-id='14'/>
+         <instruction instr-id='3475' subinstr-id='16'/>
+         <instruction instr-id='3475' subinstr-id='18'/>
+         <instruction instr-id='3475' subinstr-id='20'/>
+         <instruction instr-id='3475' subinstr-id='22'/>
+         <instruction instr-id='3475' subinstr-id='24'/>
+         <instruction instr-id='3475' subinstr-id='26'/>
+         <instruction instr-id='3475' subinstr-id='28'/>
+         <instruction instr-id='3475' subinstr-id='30'/>
+         <instruction instr-id='3475' subinstr-id='34'/>
+         <instruction instr-id='3475' subinstr-id='36'/>
+         <instruction instr-id='3475' subinstr-id='38'/>
+         <instruction instr-id='3475' subinstr-id='40'/>
+         <instruction instr-id='3475' subinstr-id='42'/>
+         <instruction instr-id='3475' subinstr-id='44'/>
+         <instruction instr-id='3475' subinstr-id='46'/>
+         <instruction instr-id='3475' subinstr-id='48'/>
+         <instruction instr-id='3475' subinstr-id='50'/>
+         <instruction instr-id='3475' subinstr-id='52'/>
+         <instruction instr-id='3475' subinstr-id='54'/>
+         <instruction instr-id='3537'/>
+         <instruction instr-id='3631'/>
+         <instruction instr-id='3631' subinstr-id='2'/>
+         <instruction instr-id='3631' subinstr-id='4'/>
+         <instruction instr-id='3769'/>
+         <instruction instr-id='3769' subinstr-id='2'/>
+         <instruction instr-id='3772'/>
+         <instruction instr-id='3775'/>
+         <instruction instr-id='3778'/>
+         <instruction instr-id='3778' subinstr-id='2'/>
+         <instruction instr-id='3778' subinstr-id='4'/>
+         <instruction instr-id='3778' subinstr-id='6'/>
+         <instruction instr-id='3778' subinstr-id='8'/>
+         <instruction instr-id='3778' subinstr-id='10'/>
+         <instruction instr-id='3778' subinstr-id='12'/>
+         <instruction instr-id='3778' subinstr-id='14'/>
+         <instruction instr-id='3778' subinstr-id='16'/>
+         <instruction instr-id='3778' subinstr-id='18'/>
+         <instruction instr-id='3778' subinstr-id='20'/>
+         <instruction instr-id='3778' subinstr-id='22'/>
+         <instruction instr-id='3778' subinstr-id='24'/>
+         <instruction instr-id='3778' subinstr-id='26'/>
+         <instruction instr-id='3778' subinstr-id='28'/>
+         <instruction instr-id='3778' subinstr-id='30'/>
+         <instruction instr-id='3778' subinstr-id='32'/>
+         <instruction instr-id='3778' subinstr-id='34'/>
+         <instruction instr-id='3824'/>
+         <instruction instr-id='3844'/>
+         <instruction instr-id='3864'/>
+         <instruction instr-id='3950'/>
+         <instruction instr-id='3950' subinstr-id='2'/>
+         <instruction instr-id='3950' subinstr-id='4'/>
+         <instruction instr-id='3950' subinstr-id='6'/>
+         <instruction instr-id='3950' subinstr-id='8'/>
+         <instruction instr-id='3950' subinstr-id='10'/>
+         <instruction instr-id='3950' subinstr-id='12'/>
+         <instruction instr-id='3950' subinstr-id='14'/>
+         <instruction instr-id='3950' subinstr-id='16'/>
+         <instruction instr-id='3950' subinstr-id='18'/>
+         <instruction instr-id='3950' subinstr-id='20'/>
+         <instruction instr-id='3950' subinstr-id='22'/>
+         <instruction instr-id='3950' subinstr-id='24'/>
+         <instruction instr-id='3950' subinstr-id='26'/>
+         <instruction instr-id='3950' subinstr-id='28'/>
+         <instruction instr-id='3950' subinstr-id='30'/>
+         <instruction instr-id='3950' subinstr-id='32'/>
+         <instruction instr-id='3950' subinstr-id='34'/>
+         <instruction instr-id='3978'/>
+         <instruction instr-id='4106'/>
+         <instruction instr-id='4106' subinstr-id='2'/>
+         <instruction instr-id='4106' subinstr-id='4'/>
+         <instruction instr-id='4106' subinstr-id='6'/>
+         <instruction instr-id='4106' subinstr-id='8'/>
+         <instruction instr-id='4106' subinstr-id='10'/>
+         <instruction instr-id='4106' subinstr-id='12'/>
+         <instruction instr-id='4106' subinstr-id='14'/>
+         <instruction instr-id='4106' subinstr-id='16'/>
+         <instruction instr-id='4106' subinstr-id='18'/>
+         <instruction instr-id='4106' subinstr-id='20'/>
+         <instruction instr-id='4106' subinstr-id='22'/>
+         <instruction instr-id='4106' subinstr-id='24'/>
+         <instruction instr-id='4106' subinstr-id='26'/>
+         <instruction instr-id='4106' subinstr-id='28'/>
+         <instruction instr-id='4106' subinstr-id='30'/>
+         <instruction instr-id='4106' subinstr-id='32'/>
+         <instruction instr-id='4106' subinstr-id='34'/>
+         <instruction instr-id='4106' subinstr-id='36'/>
+         <instruction instr-id='4106' subinstr-id='38'/>
+         <instruction instr-id='4106' subinstr-id='40'/>
+         <instruction instr-id='4106' subinstr-id='42'/>
+         <instruction instr-id='4122'/>
+         <instruction instr-id='4142'/>
+         <instruction instr-id='4192'/>
+         <instruction instr-id='4258'/>
+         <instruction instr-id='4258' subinstr-id='2'/>
+         <instruction instr-id='4258' subinstr-id='4'/>
+         <instruction instr-id='4258' subinstr-id='6'/>
+         <instruction instr-id='4258' subinstr-id='8'/>
+         <instruction instr-id='4258' subinstr-id='10'/>
+         <instruction instr-id='4258' subinstr-id='12'/>
+         <instruction instr-id='4258' subinstr-id='14'/>
+         <instruction instr-id='4258' subinstr-id='16'/>
+         <instruction instr-id='4258' subinstr-id='18'/>
+         <instruction instr-id='4258' subinstr-id='20'/>
+         <instruction instr-id='4258' subinstr-id='22'/>
+         <instruction instr-id='4258' subinstr-id='24'/>
+         <instruction instr-id='4258' subinstr-id='26'/>
+         <instruction instr-id='4258' subinstr-id='28'/>
+         <instruction instr-id='4258' subinstr-id='30'/>
+         <instruction instr-id='4278'/>
+         <instruction instr-id='4298'/>
+         <instruction instr-id='4348'/>
+         <instruction instr-id='4414'/>
+         <instruction instr-id='4414' subinstr-id='2'/>
+         <instruction instr-id='4414' subinstr-id='4'/>
+         <instruction instr-id='4414' subinstr-id='6'/>
+         <instruction instr-id='4414' subinstr-id='8'/>
+         <instruction instr-id='4414' subinstr-id='10'/>
+         <instruction instr-id='4414' subinstr-id='12'/>
+         <instruction instr-id='4414' subinstr-id='14'/>
+         <instruction instr-id='4414' subinstr-id='16'/>
+         <instruction instr-id='4414' subinstr-id='18'/>
+         <instruction instr-id='4414' subinstr-id='20'/>
+         <instruction instr-id='4414' subinstr-id='22'/>
+         <instruction instr-id='4414' subinstr-id='24'/>
+         <instruction instr-id='4414' subinstr-id='26'/>
+         <instruction instr-id='4434'/>
+         <instruction instr-id='4454'/>
+         <instruction instr-id='4474'/>
+         <instruction instr-id='4570'/>
+         <instruction instr-id='4570' subinstr-id='2'/>
+         <instruction instr-id='4570' subinstr-id='4'/>
+         <instruction instr-id='4570' subinstr-id='6'/>
+         <instruction instr-id='4570' subinstr-id='8'/>
+         <instruction instr-id='4570' subinstr-id='10'/>
+         <instruction instr-id='4570' subinstr-id='12'/>
+         <instruction instr-id='4570' subinstr-id='14'/>
+         <instruction instr-id='4570' subinstr-id='16'/>
+         <instruction instr-id='4570' subinstr-id='18'/>
+         <instruction instr-id='4570' subinstr-id='20'/>
+         <instruction instr-id='4570' subinstr-id='22'/>
+         <instruction instr-id='4570' subinstr-id='24'/>
+         <instruction instr-id='4711'/>
+         <instruction instr-id='4711' subinstr-id='2'/>
+         <instruction instr-id='4711' subinstr-id='4'/>
+         <instruction instr-id='4711' subinstr-id='6'/>
+         <instruction instr-id='4711' subinstr-id='8'/>
+         <instruction instr-id='4711' subinstr-id='10'/>
+         <instruction instr-id='4711' subinstr-id='12'/>
+         <instruction instr-id='4711' subinstr-id='14'/>
+         <instruction instr-id='4711' subinstr-id='16'/>
+         <instruction instr-id='4711' subinstr-id='18'/>
+         <instruction instr-id='4711' subinstr-id='20'/>
+         <instruction instr-id='4711' subinstr-id='22'/>
+         <instruction instr-id='4711' subinstr-id='24'/>
+         <instruction instr-id='4711' subinstr-id='26'/>
+         <instruction instr-id='4727'/>
+         <instruction instr-id='4747'/>
+         <instruction instr-id='4797'/>
+         <instruction instr-id='4884'/>
+         <instruction instr-id='4884' subinstr-id='2'/>
+         <instruction instr-id='4884' subinstr-id='4'/>
+         <instruction instr-id='4884' subinstr-id='6'/>
+         <instruction instr-id='4884' subinstr-id='8'/>
+         <instruction instr-id='4884' subinstr-id='10'/>
+         <instruction instr-id='4884' subinstr-id='12'/>
+         <instruction instr-id='4884' subinstr-id='14'/>
+         <instruction instr-id='4884' subinstr-id='16'/>
+         <instruction instr-id='4884' subinstr-id='18'/>
+         <instruction instr-id='4884' subinstr-id='20'/>
+         <instruction instr-id='4884' subinstr-id='22'/>
+         <instruction instr-id='4884' subinstr-id='24'/>
+         <instruction instr-id='4884' subinstr-id='26'/>
+         <instruction instr-id='4884' subinstr-id='28'/>
+         <instruction instr-id='4884' subinstr-id='30'/>
+         <instruction instr-id='4884' subinstr-id='32'/>
+         <instruction instr-id='4903'/>
+         <instruction instr-id='4923'/>
+         <instruction instr-id='4989'/>
+         <instruction instr-id='4989' subinstr-id='2'/>
+         <instruction instr-id='5051'/>
+         <instruction instr-id='5051' subinstr-id='2'/>
+         <instruction instr-id='5051' subinstr-id='4'/>
+         <instruction instr-id='5051' subinstr-id='6'/>
+         <instruction instr-id='5051' subinstr-id='8'/>
+         <instruction instr-id='5051' subinstr-id='10'/>
+         <instruction instr-id='5051' subinstr-id='12'/>
+         <instruction instr-id='5051' subinstr-id='14'/>
+         <instruction instr-id='5051' subinstr-id='16'/>
+         <instruction instr-id='5051' subinstr-id='18'/>
+         <instruction instr-id='5051' subinstr-id='20'/>
+         <instruction instr-id='5051' subinstr-id='22'/>
+         <instruction instr-id='5051' subinstr-id='24'/>
+         <instruction instr-id='5051' subinstr-id='26'/>
+         <instruction instr-id='5051' subinstr-id='28'/>
+         <instruction instr-id='5051' subinstr-id='30'/>
+         <instruction instr-id='5051' subinstr-id='32'/>
+         <instruction instr-id='5051' subinstr-id='34'/>
+         <instruction instr-id='5051' subinstr-id='36'/>
+         <instruction instr-id='5071'/>
+         <instruction instr-id='5091'/>
+         <instruction instr-id='5202'/>
+         <instruction instr-id='5202' subinstr-id='2'/>
+         <instruction instr-id='5202' subinstr-id='4'/>
+         <instruction instr-id='5202' subinstr-id='6'/>
+         <instruction instr-id='5202' subinstr-id='8'/>
+         <instruction instr-id='5202' subinstr-id='10'/>
+         <instruction instr-id='5202' subinstr-id='12'/>
+         <instruction instr-id='5202' subinstr-id='14'/>
+         <instruction instr-id='5222'/>
+         <instruction instr-id='5242'/>
+         <instruction instr-id='5278'/>
+         <instruction instr-id='5278' subinstr-id='2'/>
+         <instruction instr-id='5374'/>
+         <instruction instr-id='5374' subinstr-id='2'/>
+         <instruction instr-id='5374' subinstr-id='4'/>
+         <instruction instr-id='5374' subinstr-id='6'/>
+         <instruction instr-id='5374' subinstr-id='8'/>
+         <instruction instr-id='5374' subinstr-id='10'/>
+         <instruction instr-id='5374' subinstr-id='12'/>
+         <instruction instr-id='5394'/>
+         <instruction instr-id='5414'/>
+         <instruction instr-id='5434'/>
+         <instruction instr-id='5454'/>
+         <instruction instr-id='5535'/>
+         <instruction instr-id='5535' subinstr-id='2'/>
+         <instruction instr-id='5535' subinstr-id='4'/>
+         <instruction instr-id='5535' subinstr-id='6'/>
+         <instruction instr-id='5535' subinstr-id='8'/>
+         <instruction instr-id='5535' subinstr-id='10'/>
+         <instruction instr-id='5535' subinstr-id='12'/>
+         <instruction instr-id='5535' subinstr-id='14'/>
+         <instruction instr-id='5535' subinstr-id='16'/>
+         <instruction instr-id='5535' subinstr-id='18'/>
+         <instruction instr-id='5535' subinstr-id='20'/>
+         <instruction instr-id='5535' subinstr-id='22'/>
+         <instruction instr-id='5535' subinstr-id='24'/>
+         <instruction instr-id='5535' subinstr-id='26'/>
+         <instruction instr-id='5535' subinstr-id='28'/>
+         <instruction instr-id='5535' subinstr-id='30'/>
+         <instruction instr-id='5538'/>
+         <instruction instr-id='5538' subinstr-id='2'/>
+         <instruction instr-id='5538' subinstr-id='4'/>
+         <instruction instr-id='5538' subinstr-id='6'/>
+         <instruction instr-id='5558'/>
+         <instruction instr-id='5578'/>
+         <instruction instr-id='5598'/>
+         <instruction instr-id='5618'/>
+         <instruction instr-id='5697'/>
+         <instruction instr-id='5697' subinstr-id='2'/>
+         <instruction instr-id='5697' subinstr-id='4'/>
+         <instruction instr-id='5697' subinstr-id='6'/>
+         <instruction instr-id='5697' subinstr-id='8'/>
+         <instruction instr-id='5697' subinstr-id='10'/>
+         <instruction instr-id='5697' subinstr-id='12'/>
+         <instruction instr-id='5697' subinstr-id='14'/>
+         <instruction instr-id='5697' subinstr-id='16'/>
+         <instruction instr-id='5697' subinstr-id='18'/>
+         <instruction instr-id='5697' subinstr-id='20'/>
+         <instruction instr-id='5697' subinstr-id='22'/>
+         <instruction instr-id='5697' subinstr-id='24'/>
+         <instruction instr-id='5697' subinstr-id='26'/>
+         <instruction instr-id='5697' subinstr-id='28'/>
+         <instruction instr-id='5697' subinstr-id='30'/>
+         <instruction instr-id='5697' subinstr-id='32'/>
+         <instruction instr-id='5697' subinstr-id='36'/>
+         <instruction instr-id='5697' subinstr-id='38'/>
+         <instruction instr-id='5697' subinstr-id='40'/>
+         <instruction instr-id='5697' subinstr-id='42'/>
+         <instruction instr-id='5697' subinstr-id='44'/>
+         <instruction instr-id='5697' subinstr-id='46'/>
+         <instruction instr-id='5713'/>
+         <instruction instr-id='5733'/>
+         <instruction instr-id='5783'/>
+         <instruction instr-id='6013'/>
+         <instruction instr-id='6016'/>
+         <instruction instr-id='6016' subinstr-id='2'/>
+         <instruction instr-id='6016' subinstr-id='4'/>
+         <instruction instr-id='6016' subinstr-id='6'/>
+         <instruction instr-id='6028'/>
+         <instruction instr-id='6031'/>
+         <instruction instr-id='6031' subinstr-id='2'/>
+         <instruction instr-id='6031' subinstr-id='4'/>
+         <instruction instr-id='6038'/>
+         <instruction instr-id='6038' subinstr-id='2'/>
+         <instruction instr-id='6038' subinstr-id='6'/>
+         <instruction instr-id='6042' subinstr-id='2'/>
+         <bounding-box x1='72' y1='189' x2='546' y2='700'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-str.xml
new file mode 100644
index 00000000..228b5cfa
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007-str.xml
@@ -0,0 +1,2419 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-007-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='172' y1='664' x2='213' y2='675'/>
+            <content>Measure</content>
+            <instruction instr-id='82' subinstr-id='0'/>
+            <instruction instr-id='82' subinstr-id='2'/>
+            <instruction instr-id='82' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='325' y1='665' x2='380' y2='701'/>
+            <content>Age 4
+(Head Start
+Year)</content>
+            <instruction instr-id='102' subinstr-id='0'/>
+            <instruction instr-id='102' subinstr-id='2'/>
+            <instruction instr-id='102' subinstr-id='4'/>
+            <instruction instr-id='118' subinstr-id='0'/>
+            <instruction instr-id='118' subinstr-id='2'/>
+            <instruction instr-id='118' subinstr-id='4'/>
+            <instruction instr-id='118' subinstr-id='6'/>
+            <instruction instr-id='118' subinstr-id='8'/>
+            <instruction instr-id='118' subinstr-id='10'/>
+            <instruction instr-id='118' subinstr-id='12'/>
+            <instruction instr-id='118' subinstr-id='14'/>
+            <instruction instr-id='5023' subinstr-id='0'/>
+            <instruction instr-id='5023' subinstr-id='2'/>
+            <instruction instr-id='5023' subinstr-id='4'/>
+            <instruction instr-id='5023' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='408' y1='665' x2='417' y2='676'/>
+            <content>K</content>
+            <instruction instr-id='5026' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='450' y1='665' x2='480' y2='689'/>
+            <content>1
+Grade</content>
+            <instruction instr-id='5008' subinstr-id='0'/>
+            <instruction instr-id='5008' subinstr-id='2'/>
+            <instruction instr-id='5008' subinstr-id='4'/>
+            <instruction instr-id='5008' subinstr-id='6'/>
+            <instruction instr-id='5020' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='4'>
+            <bounding-box x1='503' y1='664' x2='533' y2='689'/>
+            <content>3
+Grade</content>
+            <instruction instr-id='134' subinstr-id='0'/>
+            <instruction instr-id='134' subinstr-id='2'/>
+            <instruction instr-id='134' subinstr-id='4'/>
+            <instruction instr-id='134' subinstr-id='6'/>
+            <instruction instr-id='5005' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0' end-col='4'>
+            <bounding-box x1='72' y1='650' x2='247' y2='661'/>
+            <content>Language, Literacy, and Pre-Writing</content>
+            <instruction instr-id='195' subinstr-id='0'/>
+            <instruction instr-id='195' subinstr-id='2'/>
+            <instruction instr-id='195' subinstr-id='4'/>
+            <instruction instr-id='195' subinstr-id='6'/>
+            <instruction instr-id='195' subinstr-id='8'/>
+            <instruction instr-id='195' subinstr-id='10'/>
+            <instruction instr-id='195' subinstr-id='12'/>
+            <instruction instr-id='195' subinstr-id='14'/>
+            <instruction instr-id='195' subinstr-id='16'/>
+            <instruction instr-id='195' subinstr-id='18'/>
+            <instruction instr-id='195' subinstr-id='20'/>
+            <instruction instr-id='195' subinstr-id='22'/>
+            <instruction instr-id='195' subinstr-id='26'/>
+            <instruction instr-id='195' subinstr-id='28'/>
+            <instruction instr-id='195' subinstr-id='30'/>
+            <instruction instr-id='195' subinstr-id='32'/>
+            <instruction instr-id='198' subinstr-id='0'/>
+            <instruction instr-id='198' subinstr-id='2'/>
+            <instruction instr-id='198' subinstr-id='4'/>
+            <instruction instr-id='198' subinstr-id='6'/>
+            <instruction instr-id='198' subinstr-id='8'/>
+            <instruction instr-id='198' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='81' y1='636' x2='168' y2='647'/>
+            <content>Color Identification</content>
+            <instruction instr-id='315' subinstr-id='0'/>
+            <instruction instr-id='315' subinstr-id='2'/>
+            <instruction instr-id='315' subinstr-id='4'/>
+            <instruction instr-id='315' subinstr-id='6'/>
+            <instruction instr-id='315' subinstr-id='8'/>
+            <instruction instr-id='315' subinstr-id='10'/>
+            <instruction instr-id='315' subinstr-id='12'/>
+            <instruction instr-id='315' subinstr-id='14'/>
+            <instruction instr-id='315' subinstr-id='16'/>
+            <instruction instr-id='315' subinstr-id='18'/>
+            <instruction instr-id='315' subinstr-id='20'/>
+            <instruction instr-id='315' subinstr-id='22'/>
+            <instruction instr-id='315' subinstr-id='24'/>
+            <instruction instr-id='315' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='343' y1='636' x2='362' y2='647'/>
+            <content>0.16</content>
+            <instruction instr-id='343' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='407' y1='636' x2='419' y2='644'/>
+            <content>NA</content>
+            <instruction instr-id='361' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='459' y1='636' x2='471' y2='644'/>
+            <content>NA</content>
+            <instruction instr-id='382' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='512' y1='636' x2='524' y2='644'/>
+            <content>NA</content>
+            <instruction instr-id='403' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='81' y1='623' x2='257' y2='634'/>
+            <content>Pre-Writing (McCarthy Draw a Design)</content>
+            <instruction instr-id='489' subinstr-id='0'/>
+            <instruction instr-id='489' subinstr-id='2'/>
+            <instruction instr-id='492' subinstr-id='-1'/>
+            <instruction instr-id='496' subinstr-id='0'/>
+            <instruction instr-id='496' subinstr-id='2'/>
+            <instruction instr-id='496' subinstr-id='4'/>
+            <instruction instr-id='496' subinstr-id='6'/>
+            <instruction instr-id='496' subinstr-id='8'/>
+            <instruction instr-id='496' subinstr-id='10'/>
+            <instruction instr-id='496' subinstr-id='12'/>
+            <instruction instr-id='496' subinstr-id='14'/>
+            <instruction instr-id='496' subinstr-id='16'/>
+            <instruction instr-id='496' subinstr-id='18'/>
+            <instruction instr-id='496' subinstr-id='20'/>
+            <instruction instr-id='496' subinstr-id='22'/>
+            <instruction instr-id='496' subinstr-id='24'/>
+            <instruction instr-id='496' subinstr-id='26'/>
+            <instruction instr-id='496' subinstr-id='28'/>
+            <instruction instr-id='496' subinstr-id='30'/>
+            <instruction instr-id='496' subinstr-id='32'/>
+            <instruction instr-id='496' subinstr-id='34'/>
+            <instruction instr-id='496' subinstr-id='36'/>
+            <instruction instr-id='496' subinstr-id='38'/>
+            <instruction instr-id='496' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='407' y1='622' x2='419' y2='630'/>
+            <content>NA</content>
+            <instruction instr-id='531' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='459' y1='622' x2='471' y2='630'/>
+            <content>NA</content>
+            <instruction instr-id='550' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='512' y1='622' x2='524' y2='630'/>
+            <content>NA</content>
+            <instruction instr-id='569' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='81' y1='610' x2='256' y2='621'/>
+            <content>Emergent Literacy Scale (parent report)</content>
+            <instruction instr-id='628' subinstr-id='0'/>
+            <instruction instr-id='628' subinstr-id='2'/>
+            <instruction instr-id='628' subinstr-id='4'/>
+            <instruction instr-id='628' subinstr-id='6'/>
+            <instruction instr-id='628' subinstr-id='8'/>
+            <instruction instr-id='628' subinstr-id='10'/>
+            <instruction instr-id='628' subinstr-id='12'/>
+            <instruction instr-id='628' subinstr-id='14'/>
+            <instruction instr-id='628' subinstr-id='16'/>
+            <instruction instr-id='628' subinstr-id='18'/>
+            <instruction instr-id='628' subinstr-id='20'/>
+            <instruction instr-id='628' subinstr-id='22'/>
+            <instruction instr-id='628' subinstr-id='24'/>
+            <instruction instr-id='628' subinstr-id='26'/>
+            <instruction instr-id='628' subinstr-id='28'/>
+            <instruction instr-id='628' subinstr-id='30'/>
+            <instruction instr-id='628' subinstr-id='32'/>
+            <instruction instr-id='628' subinstr-id='34'/>
+            <instruction instr-id='628' subinstr-id='36'/>
+            <instruction instr-id='628' subinstr-id='38'/>
+            <instruction instr-id='631' subinstr-id='0'/>
+            <instruction instr-id='631' subinstr-id='2'/>
+            <instruction instr-id='631' subinstr-id='4'/>
+            <instruction instr-id='631' subinstr-id='6'/>
+            <instruction instr-id='631' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='343' y1='610' x2='362' y2='621'/>
+            <content>0.31</content>
+            <instruction instr-id='663' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='407' y1='609' x2='419' y2='617'/>
+            <content>NA</content>
+            <instruction instr-id='681' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='459' y1='609' x2='471' y2='617'/>
+            <content>NA</content>
+            <instruction instr-id='702' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='512' y1='609' x2='524' y2='617'/>
+            <content>NA</content>
+            <instruction instr-id='723' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='81' y1='597' x2='145' y2='608'/>
+            <content>Letter Naming</content>
+            <instruction instr-id='782' subinstr-id='0'/>
+            <instruction instr-id='782' subinstr-id='2'/>
+            <instruction instr-id='782' subinstr-id='4'/>
+            <instruction instr-id='782' subinstr-id='6'/>
+            <instruction instr-id='782' subinstr-id='8'/>
+            <instruction instr-id='782' subinstr-id='10'/>
+            <instruction instr-id='782' subinstr-id='12'/>
+            <instruction instr-id='782' subinstr-id='14'/>
+            <instruction instr-id='782' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='343' y1='597' x2='362' y2='608'/>
+            <content>0.25</content>
+            <instruction instr-id='814' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='459' y1='596' x2='471' y2='604'/>
+            <content>NA</content>
+            <instruction instr-id='849' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='512' y1='596' x2='524' y2='604'/>
+            <content>NA</content>
+            <instruction instr-id='870' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='81' y1='584' x2='307' y2='595'/>
+            <content>Test of Phonological Processing (CTOPPP Elision)</content>
+            <instruction instr-id='927' subinstr-id='0'/>
+            <instruction instr-id='927' subinstr-id='2'/>
+            <instruction instr-id='927' subinstr-id='4'/>
+            <instruction instr-id='927' subinstr-id='6'/>
+            <instruction instr-id='927' subinstr-id='8'/>
+            <instruction instr-id='927' subinstr-id='10'/>
+            <instruction instr-id='927' subinstr-id='12'/>
+            <instruction instr-id='927' subinstr-id='14'/>
+            <instruction instr-id='927' subinstr-id='16'/>
+            <instruction instr-id='927' subinstr-id='18'/>
+            <instruction instr-id='927' subinstr-id='20'/>
+            <instruction instr-id='927' subinstr-id='22'/>
+            <instruction instr-id='927' subinstr-id='24'/>
+            <instruction instr-id='927' subinstr-id='26'/>
+            <instruction instr-id='927' subinstr-id='28'/>
+            <instruction instr-id='927' subinstr-id='30'/>
+            <instruction instr-id='927' subinstr-id='32'/>
+            <instruction instr-id='927' subinstr-id='34'/>
+            <instruction instr-id='927' subinstr-id='36'/>
+            <instruction instr-id='927' subinstr-id='38'/>
+            <instruction instr-id='927' subinstr-id='40'/>
+            <instruction instr-id='927' subinstr-id='42'/>
+            <instruction instr-id='927' subinstr-id='44'/>
+            <instruction instr-id='927' subinstr-id='46'/>
+            <instruction instr-id='927' subinstr-id='48'/>
+            <instruction instr-id='927' subinstr-id='50'/>
+            <instruction instr-id='927' subinstr-id='52'/>
+            <instruction instr-id='927' subinstr-id='54'/>
+            <instruction instr-id='927' subinstr-id='56'/>
+            <instruction instr-id='927' subinstr-id='58'/>
+            <instruction instr-id='927' subinstr-id='60'/>
+            <instruction instr-id='927' subinstr-id='62'/>
+            <instruction instr-id='927' subinstr-id='64'/>
+            <instruction instr-id='927' subinstr-id='66'/>
+            <instruction instr-id='927' subinstr-id='68'/>
+            <instruction instr-id='927' subinstr-id='70'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='459' y1='583' x2='471' y2='591'/>
+            <content>NA</content>
+            <instruction instr-id='973' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='512' y1='583' x2='524' y2='591'/>
+            <content>NA</content>
+            <instruction instr-id='992' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='81' y1='570' x2='216' y2='582'/>
+            <content>Receptive Vocabulary (PPVT)</content>
+            <instruction instr-id='1051' subinstr-id='0'/>
+            <instruction instr-id='1051' subinstr-id='2'/>
+            <instruction instr-id='1051' subinstr-id='4'/>
+            <instruction instr-id='1051' subinstr-id='6'/>
+            <instruction instr-id='1051' subinstr-id='8'/>
+            <instruction instr-id='1051' subinstr-id='10'/>
+            <instruction instr-id='1051' subinstr-id='12'/>
+            <instruction instr-id='1051' subinstr-id='14'/>
+            <instruction instr-id='1051' subinstr-id='16'/>
+            <instruction instr-id='1051' subinstr-id='18'/>
+            <instruction instr-id='1051' subinstr-id='20'/>
+            <instruction instr-id='1051' subinstr-id='22'/>
+            <instruction instr-id='1051' subinstr-id='24'/>
+            <instruction instr-id='1051' subinstr-id='26'/>
+            <instruction instr-id='1051' subinstr-id='28'/>
+            <instruction instr-id='1051' subinstr-id='30'/>
+            <instruction instr-id='1051' subinstr-id='32'/>
+            <instruction instr-id='1051' subinstr-id='34'/>
+            <instruction instr-id='1051' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='343' y1='570' x2='362' y2='581'/>
+            <content>0.09</content>
+            <instruction instr-id='1083' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='456' y1='570' x2='475' y2='581'/>
+            <content>0.09</content>
+            <instruction instr-id='1128' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='81' y1='557' x2='233' y2='568'/>
+            <content>Letter-Word Identification (WJIII)</content>
+            <instruction instr-id='1200' subinstr-id='0'/>
+            <instruction instr-id='1200' subinstr-id='2'/>
+            <instruction instr-id='1200' subinstr-id='4'/>
+            <instruction instr-id='1200' subinstr-id='6'/>
+            <instruction instr-id='1203' subinstr-id='-1'/>
+            <instruction instr-id='1206' subinstr-id='0'/>
+            <instruction instr-id='1206' subinstr-id='2'/>
+            <instruction instr-id='1206' subinstr-id='4'/>
+            <instruction instr-id='1206' subinstr-id='6'/>
+            <instruction instr-id='1206' subinstr-id='8'/>
+            <instruction instr-id='1206' subinstr-id='10'/>
+            <instruction instr-id='1206' subinstr-id='12'/>
+            <instruction instr-id='1206' subinstr-id='14'/>
+            <instruction instr-id='1206' subinstr-id='16'/>
+            <instruction instr-id='1206' subinstr-id='18'/>
+            <instruction instr-id='1206' subinstr-id='20'/>
+            <instruction instr-id='1206' subinstr-id='22'/>
+            <instruction instr-id='1206' subinstr-id='24'/>
+            <instruction instr-id='1206' subinstr-id='26'/>
+            <instruction instr-id='1206' subinstr-id='28'/>
+            <instruction instr-id='1206' subinstr-id='30'/>
+            <instruction instr-id='1206' subinstr-id='32'/>
+            <instruction instr-id='1206' subinstr-id='34'/>
+            <instruction instr-id='1206' subinstr-id='36'/>
+            <instruction instr-id='1206' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='343' y1='557' x2='362' y2='568'/>
+            <content>0.22</content>
+            <instruction instr-id='1237' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='81' y1='544' x2='153' y2='555'/>
+            <content>Spelling (WJIII)</content>
+            <instruction instr-id='1344' subinstr-id='0'/>
+            <instruction instr-id='1344' subinstr-id='2'/>
+            <instruction instr-id='1344' subinstr-id='4'/>
+            <instruction instr-id='1344' subinstr-id='6'/>
+            <instruction instr-id='1344' subinstr-id='8'/>
+            <instruction instr-id='1344' subinstr-id='10'/>
+            <instruction instr-id='1344' subinstr-id='12'/>
+            <instruction instr-id='1344' subinstr-id='14'/>
+            <instruction instr-id='1344' subinstr-id='16'/>
+            <instruction instr-id='1344' subinstr-id='18'/>
+            <instruction instr-id='1344' subinstr-id='20'/>
+            <instruction instr-id='1344' subinstr-id='22'/>
+            <instruction instr-id='1344' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='343' y1='544' x2='362' y2='555'/>
+            <content>0.15</content>
+            <instruction instr-id='1376' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4'>
+            <bounding-box x1='512' y1='543' x2='524' y2='552'/>
+            <content>NA</content>
+            <instruction instr-id='1428' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='81' y1='531' x2='208' y2='542'/>
+            <content>Oral Comprehension (WJIII)</content>
+            <instruction instr-id='1485' subinstr-id='0'/>
+            <instruction instr-id='1485' subinstr-id='2'/>
+            <instruction instr-id='1485' subinstr-id='4'/>
+            <instruction instr-id='1485' subinstr-id='6'/>
+            <instruction instr-id='1485' subinstr-id='8'/>
+            <instruction instr-id='1485' subinstr-id='10'/>
+            <instruction instr-id='1485' subinstr-id='12'/>
+            <instruction instr-id='1485' subinstr-id='14'/>
+            <instruction instr-id='1485' subinstr-id='16'/>
+            <instruction instr-id='1485' subinstr-id='18'/>
+            <instruction instr-id='1485' subinstr-id='20'/>
+            <instruction instr-id='1485' subinstr-id='22'/>
+            <instruction instr-id='1485' subinstr-id='24'/>
+            <instruction instr-id='1485' subinstr-id='26'/>
+            <instruction instr-id='1485' subinstr-id='28'/>
+            <instruction instr-id='1485' subinstr-id='30'/>
+            <instruction instr-id='1485' subinstr-id='32'/>
+            <instruction instr-id='1485' subinstr-id='34'/>
+            <instruction instr-id='1485' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='512' y1='530' x2='524' y2='538'/>
+            <content>NA</content>
+            <instruction instr-id='1546' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='81' y1='518' x2='207' y2='529'/>
+            <content>Pre-Academic Skills (WJIII)</content>
+            <instruction instr-id='1604' subinstr-id='0'/>
+            <instruction instr-id='1604' subinstr-id='2'/>
+            <instruction instr-id='1607' subinstr-id='-1'/>
+            <instruction instr-id='1611' subinstr-id='0'/>
+            <instruction instr-id='1611' subinstr-id='2'/>
+            <instruction instr-id='1611' subinstr-id='4'/>
+            <instruction instr-id='1611' subinstr-id='6'/>
+            <instruction instr-id='1611' subinstr-id='8'/>
+            <instruction instr-id='1611' subinstr-id='10'/>
+            <instruction instr-id='1611' subinstr-id='12'/>
+            <instruction instr-id='1611' subinstr-id='14'/>
+            <instruction instr-id='1611' subinstr-id='16'/>
+            <instruction instr-id='1611' subinstr-id='18'/>
+            <instruction instr-id='1611' subinstr-id='20'/>
+            <instruction instr-id='1611' subinstr-id='22'/>
+            <instruction instr-id='1611' subinstr-id='24'/>
+            <instruction instr-id='1611' subinstr-id='26'/>
+            <instruction instr-id='1611' subinstr-id='28'/>
+            <instruction instr-id='1611' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='343' y1='518' x2='362' y2='529'/>
+            <content>0.19</content>
+            <instruction instr-id='1643' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4'>
+            <bounding-box x1='512' y1='517' x2='524' y2='525'/>
+            <content>NA</content>
+            <instruction instr-id='1695' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='81' y1='505' x2='245' y2='516'/>
+            <content>Phonetic Skills/ Word Attack (WJIII)</content>
+            <instruction instr-id='1754' subinstr-id='0'/>
+            <instruction instr-id='1754' subinstr-id='2'/>
+            <instruction instr-id='1754' subinstr-id='4'/>
+            <instruction instr-id='1754' subinstr-id='6'/>
+            <instruction instr-id='1754' subinstr-id='8'/>
+            <instruction instr-id='1754' subinstr-id='10'/>
+            <instruction instr-id='1754' subinstr-id='12'/>
+            <instruction instr-id='1754' subinstr-id='14'/>
+            <instruction instr-id='1754' subinstr-id='16'/>
+            <instruction instr-id='1754' subinstr-id='18'/>
+            <instruction instr-id='1754' subinstr-id='20'/>
+            <instruction instr-id='1754' subinstr-id='22'/>
+            <instruction instr-id='1754' subinstr-id='24'/>
+            <instruction instr-id='1754' subinstr-id='26'/>
+            <instruction instr-id='1754' subinstr-id='28'/>
+            <instruction instr-id='1754' subinstr-id='30'/>
+            <instruction instr-id='1754' subinstr-id='32'/>
+            <instruction instr-id='1754' subinstr-id='34'/>
+            <instruction instr-id='1754' subinstr-id='36'/>
+            <instruction instr-id='1754' subinstr-id='38'/>
+            <instruction instr-id='1754' subinstr-id='40'/>
+            <instruction instr-id='1754' subinstr-id='42'/>
+            <instruction instr-id='1754' subinstr-id='44'/>
+            <instruction instr-id='1754' subinstr-id='46'/>
+            <instruction instr-id='1754' subinstr-id='48'/>
+            <instruction instr-id='1754' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='347' y1='504' x2='359' y2='512'/>
+            <content>NA</content>
+            <instruction instr-id='1774' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='512' y1='504' x2='524' y2='512'/>
+            <content>NA</content>
+            <instruction instr-id='1823' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='81' y1='492' x2='180' y2='503'/>
+            <content>Basic Reading (WJIII)</content>
+            <instruction instr-id='1882' subinstr-id='0'/>
+            <instruction instr-id='1882' subinstr-id='2'/>
+            <instruction instr-id='1882' subinstr-id='4'/>
+            <instruction instr-id='1882' subinstr-id='6'/>
+            <instruction instr-id='1882' subinstr-id='8'/>
+            <instruction instr-id='1882' subinstr-id='10'/>
+            <instruction instr-id='1882' subinstr-id='12'/>
+            <instruction instr-id='1882' subinstr-id='14'/>
+            <instruction instr-id='1882' subinstr-id='16'/>
+            <instruction instr-id='1882' subinstr-id='18'/>
+            <instruction instr-id='1882' subinstr-id='20'/>
+            <instruction instr-id='1882' subinstr-id='22'/>
+            <instruction instr-id='1882' subinstr-id='24'/>
+            <instruction instr-id='1882' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='347' y1='491' x2='359' y2='499'/>
+            <content>NA</content>
+            <instruction instr-id='1902' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4'>
+            <bounding-box x1='512' y1='491' x2='524' y2='499'/>
+            <content>NA</content>
+            <instruction instr-id='1951' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='81' y1='478' x2='220' y2='489'/>
+            <content>Academic Applications (WJIII)</content>
+            <instruction instr-id='2010' subinstr-id='0'/>
+            <instruction instr-id='2010' subinstr-id='2'/>
+            <instruction instr-id='2010' subinstr-id='4'/>
+            <instruction instr-id='2010' subinstr-id='6'/>
+            <instruction instr-id='2010' subinstr-id='8'/>
+            <instruction instr-id='2010' subinstr-id='10'/>
+            <instruction instr-id='2010' subinstr-id='12'/>
+            <instruction instr-id='2010' subinstr-id='14'/>
+            <instruction instr-id='2010' subinstr-id='16'/>
+            <instruction instr-id='2010' subinstr-id='18'/>
+            <instruction instr-id='2010' subinstr-id='20'/>
+            <instruction instr-id='2010' subinstr-id='22'/>
+            <instruction instr-id='2010' subinstr-id='24'/>
+            <instruction instr-id='2010' subinstr-id='26'/>
+            <instruction instr-id='2010' subinstr-id='28'/>
+            <instruction instr-id='2010' subinstr-id='30'/>
+            <instruction instr-id='2010' subinstr-id='32'/>
+            <instruction instr-id='2010' subinstr-id='34'/>
+            <instruction instr-id='2010' subinstr-id='36'/>
+            <instruction instr-id='2010' subinstr-id='38'/>
+            <instruction instr-id='2010' subinstr-id='40'/>
+            <instruction instr-id='2010' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='347' y1='478' x2='359' y2='486'/>
+            <content>NA</content>
+            <instruction instr-id='2030' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2'>
+            <bounding-box x1='407' y1='478' x2='419' y2='486'/>
+            <content>NA</content>
+            <instruction instr-id='2049' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4'>
+            <bounding-box x1='512' y1='478' x2='524' y2='486'/>
+            <content>NA</content>
+            <instruction instr-id='2083' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='0'>
+            <bounding-box x1='81' y1='465' x2='188' y2='476'/>
+            <content>Academic Skills (WJIII)</content>
+            <instruction instr-id='2142' subinstr-id='0'/>
+            <instruction instr-id='2142' subinstr-id='2'/>
+            <instruction instr-id='2142' subinstr-id='4'/>
+            <instruction instr-id='2142' subinstr-id='6'/>
+            <instruction instr-id='2142' subinstr-id='8'/>
+            <instruction instr-id='2142' subinstr-id='10'/>
+            <instruction instr-id='2142' subinstr-id='12'/>
+            <instruction instr-id='2142' subinstr-id='14'/>
+            <instruction instr-id='2142' subinstr-id='16'/>
+            <instruction instr-id='2142' subinstr-id='18'/>
+            <instruction instr-id='2142' subinstr-id='20'/>
+            <instruction instr-id='2142' subinstr-id='22'/>
+            <instruction instr-id='2142' subinstr-id='24'/>
+            <instruction instr-id='2142' subinstr-id='26'/>
+            <instruction instr-id='2142' subinstr-id='28'/>
+            <instruction instr-id='2142' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1'>
+            <bounding-box x1='347' y1='465' x2='359' y2='473'/>
+            <content>NA</content>
+            <instruction instr-id='2162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2'>
+            <bounding-box x1='407' y1='465' x2='419' y2='473'/>
+            <content>NA</content>
+            <instruction instr-id='2181' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4'>
+            <bounding-box x1='512' y1='465' x2='524' y2='473'/>
+            <content>NA</content>
+            <instruction instr-id='2215' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='0'>
+            <bounding-box x1='81' y1='452' x2='223' y2='463'/>
+            <content>Passage Comprehension (WJIII)</content>
+            <instruction instr-id='2274' subinstr-id='0'/>
+            <instruction instr-id='2274' subinstr-id='2'/>
+            <instruction instr-id='2274' subinstr-id='4'/>
+            <instruction instr-id='2274' subinstr-id='6'/>
+            <instruction instr-id='2274' subinstr-id='8'/>
+            <instruction instr-id='2274' subinstr-id='10'/>
+            <instruction instr-id='2274' subinstr-id='12'/>
+            <instruction instr-id='2274' subinstr-id='14'/>
+            <instruction instr-id='2274' subinstr-id='16'/>
+            <instruction instr-id='2274' subinstr-id='18'/>
+            <instruction instr-id='2274' subinstr-id='20'/>
+            <instruction instr-id='2274' subinstr-id='22'/>
+            <instruction instr-id='2274' subinstr-id='24'/>
+            <instruction instr-id='2274' subinstr-id='26'/>
+            <instruction instr-id='2274' subinstr-id='28'/>
+            <instruction instr-id='2274' subinstr-id='30'/>
+            <instruction instr-id='2274' subinstr-id='32'/>
+            <instruction instr-id='2274' subinstr-id='34'/>
+            <instruction instr-id='2274' subinstr-id='36'/>
+            <instruction instr-id='2274' subinstr-id='38'/>
+            <instruction instr-id='2274' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1'>
+            <bounding-box x1='347' y1='451' x2='359' y2='459'/>
+            <content>NA</content>
+            <instruction instr-id='2294' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2'>
+            <bounding-box x1='407' y1='451' x2='419' y2='459'/>
+            <content>NA</content>
+            <instruction instr-id='2313' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4'>
+            <bounding-box x1='512' y1='451' x2='524' y2='459'/>
+            <content>NA</content>
+            <instruction instr-id='2347' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='0'>
+            <bounding-box x1='81' y1='439' x2='159' y2='450'/>
+            <content>ECLS-K Reading</content>
+            <instruction instr-id='2405' subinstr-id='0'/>
+            <instruction instr-id='2405' subinstr-id='2'/>
+            <instruction instr-id='2408' subinstr-id='0'/>
+            <instruction instr-id='2408' subinstr-id='2'/>
+            <instruction instr-id='2408' subinstr-id='4'/>
+            <instruction instr-id='2408' subinstr-id='6'/>
+            <instruction instr-id='2408' subinstr-id='8'/>
+            <instruction instr-id='2408' subinstr-id='10'/>
+            <instruction instr-id='2408' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1'>
+            <bounding-box x1='347' y1='438' x2='359' y2='446'/>
+            <content>NA</content>
+            <instruction instr-id='2424' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2'>
+            <bounding-box x1='407' y1='438' x2='419' y2='446'/>
+            <content>NA</content>
+            <instruction instr-id='2443' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='4'>
+            <bounding-box x1='508' y1='439' x2='528' y2='450'/>
+            <content>0.11</content>
+            <instruction instr-id='2489' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='0'>
+            <bounding-box x1='81' y1='426' x2='186' y2='437'/>
+            <content>Writing Sample (WJIII)</content>
+            <instruction instr-id='2545' subinstr-id='0'/>
+            <instruction instr-id='2545' subinstr-id='2'/>
+            <instruction instr-id='2545' subinstr-id='4'/>
+            <instruction instr-id='2545' subinstr-id='6'/>
+            <instruction instr-id='2545' subinstr-id='8'/>
+            <instruction instr-id='2545' subinstr-id='10'/>
+            <instruction instr-id='2545' subinstr-id='12'/>
+            <instruction instr-id='2545' subinstr-id='14'/>
+            <instruction instr-id='2545' subinstr-id='16'/>
+            <instruction instr-id='2545' subinstr-id='18'/>
+            <instruction instr-id='2545' subinstr-id='20'/>
+            <instruction instr-id='2545' subinstr-id='22'/>
+            <instruction instr-id='2545' subinstr-id='24'/>
+            <instruction instr-id='2545' subinstr-id='26'/>
+            <instruction instr-id='2545' subinstr-id='28'/>
+            <instruction instr-id='2545' subinstr-id='30'/>
+            <instruction instr-id='2545' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1'>
+            <bounding-box x1='347' y1='425' x2='359' y2='433'/>
+            <content>NA</content>
+            <instruction instr-id='2565' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2'>
+            <bounding-box x1='407' y1='425' x2='419' y2='433'/>
+            <content>NA</content>
+            <instruction instr-id='2584' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='4'>
+            <bounding-box x1='512' y1='425' x2='524' y2='433'/>
+            <content>NA</content>
+            <instruction instr-id='2618' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='0' end-col='4'>
+            <bounding-box x1='72' y1='411' x2='158' y2='423'/>
+            <content>Spanish Language</content>
+            <instruction instr-id='2678' subinstr-id='0'/>
+            <instruction instr-id='2678' subinstr-id='2'/>
+            <instruction instr-id='2678' subinstr-id='4'/>
+            <instruction instr-id='2678' subinstr-id='6'/>
+            <instruction instr-id='2678' subinstr-id='8'/>
+            <instruction instr-id='2678' subinstr-id='10'/>
+            <instruction instr-id='2678' subinstr-id='12'/>
+            <instruction instr-id='2678' subinstr-id='14'/>
+            <instruction instr-id='2678' subinstr-id='16'/>
+            <instruction instr-id='2678' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='0'>
+            <bounding-box x1='81' y1='398' x2='213' y2='409'/>
+            <content>Receptive Vocabulary (TVIP)</content>
+            <instruction instr-id='2798' subinstr-id='0'/>
+            <instruction instr-id='2798' subinstr-id='2'/>
+            <instruction instr-id='2798' subinstr-id='4'/>
+            <instruction instr-id='2798' subinstr-id='6'/>
+            <instruction instr-id='2798' subinstr-id='8'/>
+            <instruction instr-id='2798' subinstr-id='10'/>
+            <instruction instr-id='2798' subinstr-id='12'/>
+            <instruction instr-id='2798' subinstr-id='14'/>
+            <instruction instr-id='2798' subinstr-id='16'/>
+            <instruction instr-id='2798' subinstr-id='18'/>
+            <instruction instr-id='2798' subinstr-id='20'/>
+            <instruction instr-id='2798' subinstr-id='22'/>
+            <instruction instr-id='2798' subinstr-id='24'/>
+            <instruction instr-id='2798' subinstr-id='26'/>
+            <instruction instr-id='2798' subinstr-id='28'/>
+            <instruction instr-id='2798' subinstr-id='30'/>
+            <instruction instr-id='2798' subinstr-id='32'/>
+            <instruction instr-id='2798' subinstr-id='34'/>
+            <instruction instr-id='2798' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='4'>
+            <bounding-box x1='512' y1='397' x2='524' y2='405'/>
+            <content>NA</content>
+            <instruction instr-id='2863' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='0'>
+            <bounding-box x1='81' y1='384' x2='287' y2='395'/>
+            <content>Batería WM Identificación de letras y palabras</content>
+            <instruction instr-id='2939' subinstr-id='0'/>
+            <instruction instr-id='2939' subinstr-id='2'/>
+            <instruction instr-id='2939' subinstr-id='4'/>
+            <instruction instr-id='2939' subinstr-id='6'/>
+            <instruction instr-id='2939' subinstr-id='8'/>
+            <instruction instr-id='2939' subinstr-id='10'/>
+            <instruction instr-id='2939' subinstr-id='12'/>
+            <instruction instr-id='2939' subinstr-id='14'/>
+            <instruction instr-id='2939' subinstr-id='16'/>
+            <instruction instr-id='2939' subinstr-id='18'/>
+            <instruction instr-id='2939' subinstr-id='20'/>
+            <instruction instr-id='2939' subinstr-id='22'/>
+            <instruction instr-id='2939' subinstr-id='24'/>
+            <instruction instr-id='2939' subinstr-id='26'/>
+            <instruction instr-id='2939' subinstr-id='28'/>
+            <instruction instr-id='2939' subinstr-id='30'/>
+            <instruction instr-id='2939' subinstr-id='34'/>
+            <instruction instr-id='2939' subinstr-id='36'/>
+            <instruction instr-id='2939' subinstr-id='38'/>
+            <instruction instr-id='2939' subinstr-id='40'/>
+            <instruction instr-id='2939' subinstr-id='42'/>
+            <instruction instr-id='2939' subinstr-id='44'/>
+            <instruction instr-id='2939' subinstr-id='46'/>
+            <instruction instr-id='2939' subinstr-id='48'/>
+            <instruction instr-id='2939' subinstr-id='50'/>
+            <instruction instr-id='2939' subinstr-id='52'/>
+            <instruction instr-id='2939' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='0' end-col='4'>
+            <bounding-box x1='72' y1='370' x2='97' y2='381'/>
+            <content>Math</content>
+            <instruction instr-id='3057' subinstr-id='0'/>
+            <instruction instr-id='3057' subinstr-id='2'/>
+            <instruction instr-id='3057' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='0'>
+            <bounding-box x1='81' y1='356' x2='256' y2='367'/>
+            <content>One-to-One Counting (Counting Bears)</content>
+            <instruction instr-id='3172' subinstr-id='0'/>
+            <instruction instr-id='3172' subinstr-id='2'/>
+            <instruction instr-id='3175' subinstr-id='-1'/>
+            <instruction instr-id='3178' subinstr-id='-1'/>
+            <instruction instr-id='3181' subinstr-id='0'/>
+            <instruction instr-id='3181' subinstr-id='2'/>
+            <instruction instr-id='3181' subinstr-id='4'/>
+            <instruction instr-id='3181' subinstr-id='6'/>
+            <instruction instr-id='3181' subinstr-id='8'/>
+            <instruction instr-id='3181' subinstr-id='10'/>
+            <instruction instr-id='3181' subinstr-id='12'/>
+            <instruction instr-id='3181' subinstr-id='14'/>
+            <instruction instr-id='3181' subinstr-id='16'/>
+            <instruction instr-id='3181' subinstr-id='18'/>
+            <instruction instr-id='3181' subinstr-id='20'/>
+            <instruction instr-id='3181' subinstr-id='22'/>
+            <instruction instr-id='3181' subinstr-id='24'/>
+            <instruction instr-id='3181' subinstr-id='26'/>
+            <instruction instr-id='3181' subinstr-id='28'/>
+            <instruction instr-id='3181' subinstr-id='30'/>
+            <instruction instr-id='3181' subinstr-id='32'/>
+            <instruction instr-id='3181' subinstr-id='34'/>
+            <instruction instr-id='3181' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2'>
+            <bounding-box x1='407' y1='355' x2='419' y2='363'/>
+            <content>NA</content>
+            <instruction instr-id='3212' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='3'>
+            <bounding-box x1='459' y1='355' x2='471' y2='363'/>
+            <content>NA</content>
+            <instruction instr-id='3231' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='4'>
+            <bounding-box x1='512' y1='355' x2='524' y2='363'/>
+            <content>NA</content>
+            <instruction instr-id='3250' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='0'>
+            <bounding-box x1='81' y1='343' x2='196' y2='354'/>
+            <content>Applied Problems (WJIII)</content>
+            <instruction instr-id='3323' subinstr-id='0'/>
+            <instruction instr-id='3323' subinstr-id='2'/>
+            <instruction instr-id='3323' subinstr-id='4'/>
+            <instruction instr-id='3323' subinstr-id='6'/>
+            <instruction instr-id='3323' subinstr-id='8'/>
+            <instruction instr-id='3323' subinstr-id='10'/>
+            <instruction instr-id='3323' subinstr-id='12'/>
+            <instruction instr-id='3323' subinstr-id='14'/>
+            <instruction instr-id='3323' subinstr-id='16'/>
+            <instruction instr-id='3323' subinstr-id='18'/>
+            <instruction instr-id='3323' subinstr-id='20'/>
+            <instruction instr-id='3323' subinstr-id='22'/>
+            <instruction instr-id='3323' subinstr-id='24'/>
+            <instruction instr-id='3323' subinstr-id='26'/>
+            <instruction instr-id='3323' subinstr-id='28'/>
+            <instruction instr-id='3323' subinstr-id='30'/>
+            <instruction instr-id='3323' subinstr-id='32'/>
+            <instruction instr-id='3323' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='0'>
+            <bounding-box x1='81' y1='330' x2='214' y2='341'/>
+            <content>Quantitative Concepts (WJIII)</content>
+            <instruction instr-id='3439' subinstr-id='0'/>
+            <instruction instr-id='3439' subinstr-id='2'/>
+            <instruction instr-id='3439' subinstr-id='4'/>
+            <instruction instr-id='3439' subinstr-id='6'/>
+            <instruction instr-id='3439' subinstr-id='8'/>
+            <instruction instr-id='3439' subinstr-id='10'/>
+            <instruction instr-id='3439' subinstr-id='12'/>
+            <instruction instr-id='3439' subinstr-id='14'/>
+            <instruction instr-id='3443' subinstr-id='0'/>
+            <instruction instr-id='3443' subinstr-id='2'/>
+            <instruction instr-id='3443' subinstr-id='4'/>
+            <instruction instr-id='3443' subinstr-id='6'/>
+            <instruction instr-id='3443' subinstr-id='8'/>
+            <instruction instr-id='3443' subinstr-id='10'/>
+            <instruction instr-id='3443' subinstr-id='12'/>
+            <instruction instr-id='3443' subinstr-id='14'/>
+            <instruction instr-id='3443' subinstr-id='16'/>
+            <instruction instr-id='3443' subinstr-id='18'/>
+            <instruction instr-id='3443' subinstr-id='20'/>
+            <instruction instr-id='3443' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1'>
+            <bounding-box x1='347' y1='329' x2='359' y2='337'/>
+            <content>NA</content>
+            <instruction instr-id='3463' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='4'>
+            <bounding-box x1='512' y1='329' x2='524' y2='337'/>
+            <content>NA</content>
+            <instruction instr-id='3512' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='0'>
+            <bounding-box x1='81' y1='317' x2='189' y2='328'/>
+            <content>Math Reasoning (WJIII)</content>
+            <instruction instr-id='3571' subinstr-id='0'/>
+            <instruction instr-id='3571' subinstr-id='2'/>
+            <instruction instr-id='3571' subinstr-id='4'/>
+            <instruction instr-id='3571' subinstr-id='6'/>
+            <instruction instr-id='3571' subinstr-id='8'/>
+            <instruction instr-id='3571' subinstr-id='10'/>
+            <instruction instr-id='3571' subinstr-id='12'/>
+            <instruction instr-id='3571' subinstr-id='14'/>
+            <instruction instr-id='3571' subinstr-id='16'/>
+            <instruction instr-id='3571' subinstr-id='18'/>
+            <instruction instr-id='3571' subinstr-id='20'/>
+            <instruction instr-id='3571' subinstr-id='22'/>
+            <instruction instr-id='3571' subinstr-id='24'/>
+            <instruction instr-id='3571' subinstr-id='26'/>
+            <instruction instr-id='3571' subinstr-id='28'/>
+            <instruction instr-id='3571' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1'>
+            <bounding-box x1='347' y1='316' x2='359' y2='324'/>
+            <content>NA</content>
+            <instruction instr-id='3591' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='4'>
+            <bounding-box x1='512' y1='316' x2='524' y2='324'/>
+            <content>NA</content>
+            <instruction instr-id='3640' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='0'>
+            <bounding-box x1='81' y1='303' x2='167' y2='315'/>
+            <content>Calculation (WJIII)</content>
+            <instruction instr-id='3699' subinstr-id='0'/>
+            <instruction instr-id='3699' subinstr-id='2'/>
+            <instruction instr-id='3699' subinstr-id='4'/>
+            <instruction instr-id='3699' subinstr-id='6'/>
+            <instruction instr-id='3699' subinstr-id='8'/>
+            <instruction instr-id='3699' subinstr-id='10'/>
+            <instruction instr-id='3699' subinstr-id='12'/>
+            <instruction instr-id='3699' subinstr-id='14'/>
+            <instruction instr-id='3699' subinstr-id='16'/>
+            <instruction instr-id='3699' subinstr-id='18'/>
+            <instruction instr-id='3699' subinstr-id='20'/>
+            <instruction instr-id='3699' subinstr-id='22'/>
+            <instruction instr-id='3699' subinstr-id='24'/>
+            <instruction instr-id='3699' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1'>
+            <bounding-box x1='347' y1='303' x2='359' y2='311'/>
+            <content>NA</content>
+            <instruction instr-id='3719' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2'>
+            <bounding-box x1='407' y1='303' x2='419' y2='311'/>
+            <content>NA</content>
+            <instruction instr-id='3738' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='0' end-col='4'>
+            <bounding-box x1='72' y1='289' x2='167' y2='300'/>
+            <content>School Performance</content>
+            <instruction instr-id='3828' subinstr-id='0'/>
+            <instruction instr-id='3828' subinstr-id='2'/>
+            <instruction instr-id='3828' subinstr-id='4'/>
+            <instruction instr-id='3828' subinstr-id='6'/>
+            <instruction instr-id='3828' subinstr-id='8'/>
+            <instruction instr-id='3828' subinstr-id='10'/>
+            <instruction instr-id='3828' subinstr-id='12'/>
+            <instruction instr-id='3828' subinstr-id='14'/>
+            <instruction instr-id='3828' subinstr-id='16'/>
+            <instruction instr-id='3828' subinstr-id='18'/>
+            <instruction instr-id='3828' subinstr-id='20'/>
+            <instruction instr-id='3828' subinstr-id='22'/>
+            <instruction instr-id='3828' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='0'>
+            <bounding-box x1='81' y1='275' x2='193' y2='286'/>
+            <content>School Accomplishments</content>
+            <instruction instr-id='3944' subinstr-id='0'/>
+            <instruction instr-id='3944' subinstr-id='2'/>
+            <instruction instr-id='3944' subinstr-id='4'/>
+            <instruction instr-id='3944' subinstr-id='6'/>
+            <instruction instr-id='3944' subinstr-id='8'/>
+            <instruction instr-id='3944' subinstr-id='10'/>
+            <instruction instr-id='3944' subinstr-id='12'/>
+            <instruction instr-id='3944' subinstr-id='14'/>
+            <instruction instr-id='3944' subinstr-id='16'/>
+            <instruction instr-id='3944' subinstr-id='18'/>
+            <instruction instr-id='3944' subinstr-id='20'/>
+            <instruction instr-id='3944' subinstr-id='22'/>
+            <instruction instr-id='3944' subinstr-id='24'/>
+            <instruction instr-id='3944' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1'>
+            <bounding-box x1='347' y1='275' x2='359' y2='283'/>
+            <content>NA</content>
+            <instruction instr-id='3960' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='4'>
+            <bounding-box x1='512' y1='275' x2='524' y2='283'/>
+            <content>NA</content>
+            <instruction instr-id='4009' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='0'>
+            <bounding-box x1='81' y1='262' x2='194' y2='273'/>
+            <content>Promotion (parent report)</content>
+            <instruction instr-id='4086' subinstr-id='0'/>
+            <instruction instr-id='4086' subinstr-id='2'/>
+            <instruction instr-id='4086' subinstr-id='4'/>
+            <instruction instr-id='4086' subinstr-id='6'/>
+            <instruction instr-id='4086' subinstr-id='8'/>
+            <instruction instr-id='4086' subinstr-id='10'/>
+            <instruction instr-id='4086' subinstr-id='12'/>
+            <instruction instr-id='4086' subinstr-id='14'/>
+            <instruction instr-id='4086' subinstr-id='16'/>
+            <instruction instr-id='4086' subinstr-id='18'/>
+            <instruction instr-id='4086' subinstr-id='20'/>
+            <instruction instr-id='4086' subinstr-id='22'/>
+            <instruction instr-id='4086' subinstr-id='24'/>
+            <instruction instr-id='4086' subinstr-id='26'/>
+            <instruction instr-id='4086' subinstr-id='28'/>
+            <instruction instr-id='4086' subinstr-id='30'/>
+            <instruction instr-id='4086' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1'>
+            <bounding-box x1='347' y1='261' x2='359' y2='269'/>
+            <content>NA</content>
+            <instruction instr-id='4105' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='0'>
+            <bounding-box x1='81' y1='249' x2='216' y2='260'/>
+            <content>Language and Literacy Ability</content>
+            <instruction instr-id='4209' subinstr-id='0'/>
+            <instruction instr-id='4209' subinstr-id='2'/>
+            <instruction instr-id='4209' subinstr-id='4'/>
+            <instruction instr-id='4209' subinstr-id='6'/>
+            <instruction instr-id='4209' subinstr-id='8'/>
+            <instruction instr-id='4209' subinstr-id='10'/>
+            <instruction instr-id='4209' subinstr-id='12'/>
+            <instruction instr-id='4209' subinstr-id='14'/>
+            <instruction instr-id='4209' subinstr-id='16'/>
+            <instruction instr-id='4209' subinstr-id='18'/>
+            <instruction instr-id='4209' subinstr-id='20'/>
+            <instruction instr-id='4209' subinstr-id='22'/>
+            <instruction instr-id='4209' subinstr-id='24'/>
+            <instruction instr-id='4209' subinstr-id='26'/>
+            <instruction instr-id='4209' subinstr-id='28'/>
+            <instruction instr-id='4209' subinstr-id='30'/>
+            <instruction instr-id='4209' subinstr-id='32'/>
+            <instruction instr-id='4209' subinstr-id='34'/>
+            <instruction instr-id='4209' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1'>
+            <bounding-box x1='347' y1='248' x2='359' y2='256'/>
+            <content>NA</content>
+            <instruction instr-id='4229' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='0'>
+            <bounding-box x1='81' y1='236' x2='138' y2='247'/>
+            <content>Math Ability</content>
+            <instruction instr-id='4333' subinstr-id='0'/>
+            <instruction instr-id='4333' subinstr-id='2'/>
+            <instruction instr-id='4333' subinstr-id='4'/>
+            <instruction instr-id='4333' subinstr-id='6'/>
+            <instruction instr-id='4333' subinstr-id='8'/>
+            <instruction instr-id='4333' subinstr-id='10'/>
+            <instruction instr-id='4333' subinstr-id='12'/>
+            <instruction instr-id='4333' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1'>
+            <bounding-box x1='347' y1='235' x2='359' y2='243'/>
+            <content>NA</content>
+            <instruction instr-id='4353' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='0'>
+            <bounding-box x1='81' y1='223' x2='132' y2='234'/>
+            <content>Math Skills</content>
+            <instruction instr-id='4457' subinstr-id='0'/>
+            <instruction instr-id='4457' subinstr-id='2'/>
+            <instruction instr-id='4457' subinstr-id='4'/>
+            <instruction instr-id='4457' subinstr-id='6'/>
+            <instruction instr-id='4457' subinstr-id='8'/>
+            <instruction instr-id='4457' subinstr-id='10'/>
+            <instruction instr-id='4457' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1'>
+            <bounding-box x1='347' y1='222' x2='359' y2='230'/>
+            <content>NA</content>
+            <instruction instr-id='4477' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2'>
+            <bounding-box x1='407' y1='222' x2='419' y2='230'/>
+            <content>NA</content>
+            <instruction instr-id='4496' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='3'>
+            <bounding-box x1='459' y1='222' x2='471' y2='230'/>
+            <content>NA</content>
+            <instruction instr-id='4515' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='0'>
+            <bounding-box x1='81' y1='209' x2='213' y2='220'/>
+            <content>Reading/Language Arts Skills</content>
+            <instruction instr-id='4589' subinstr-id='0'/>
+            <instruction instr-id='4589' subinstr-id='2'/>
+            <instruction instr-id='4589' subinstr-id='4'/>
+            <instruction instr-id='4589' subinstr-id='6'/>
+            <instruction instr-id='4589' subinstr-id='8'/>
+            <instruction instr-id='4589' subinstr-id='10'/>
+            <instruction instr-id='4589' subinstr-id='12'/>
+            <instruction instr-id='4589' subinstr-id='14'/>
+            <instruction instr-id='4589' subinstr-id='16'/>
+            <instruction instr-id='4589' subinstr-id='18'/>
+            <instruction instr-id='4589' subinstr-id='20'/>
+            <instruction instr-id='4589' subinstr-id='22'/>
+            <instruction instr-id='4589' subinstr-id='24'/>
+            <instruction instr-id='4589' subinstr-id='26'/>
+            <instruction instr-id='4589' subinstr-id='28'/>
+            <instruction instr-id='4589' subinstr-id='30'/>
+            <instruction instr-id='4589' subinstr-id='32'/>
+            <instruction instr-id='4589' subinstr-id='34'/>
+            <instruction instr-id='4589' subinstr-id='36'/>
+            <instruction instr-id='4589' subinstr-id='38'/>
+            <instruction instr-id='4589' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1'>
+            <bounding-box x1='347' y1='209' x2='359' y2='217'/>
+            <content>NA</content>
+            <instruction instr-id='4609' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2'>
+            <bounding-box x1='407' y1='209' x2='419' y2='217'/>
+            <content>NA</content>
+            <instruction instr-id='4628' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='3'>
+            <bounding-box x1='459' y1='209' x2='471' y2='217'/>
+            <content>NA</content>
+            <instruction instr-id='4647' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='0'>
+            <bounding-box x1='81' y1='196' x2='233' y2='207'/>
+            <content>Social Studies and Science Ability</content>
+            <instruction instr-id='4719' subinstr-id='0'/>
+            <instruction instr-id='4719' subinstr-id='2'/>
+            <instruction instr-id='4719' subinstr-id='4'/>
+            <instruction instr-id='4719' subinstr-id='6'/>
+            <instruction instr-id='4719' subinstr-id='8'/>
+            <instruction instr-id='4719' subinstr-id='10'/>
+            <instruction instr-id='4719' subinstr-id='12'/>
+            <instruction instr-id='4719' subinstr-id='14'/>
+            <instruction instr-id='4719' subinstr-id='16'/>
+            <instruction instr-id='4719' subinstr-id='18'/>
+            <instruction instr-id='4719' subinstr-id='20'/>
+            <instruction instr-id='4719' subinstr-id='22'/>
+            <instruction instr-id='4719' subinstr-id='24'/>
+            <instruction instr-id='4719' subinstr-id='26'/>
+            <instruction instr-id='4719' subinstr-id='28'/>
+            <instruction instr-id='4719' subinstr-id='30'/>
+            <instruction instr-id='4719' subinstr-id='32'/>
+            <instruction instr-id='4719' subinstr-id='36'/>
+            <instruction instr-id='4719' subinstr-id='38'/>
+            <instruction instr-id='4719' subinstr-id='40'/>
+            <instruction instr-id='4719' subinstr-id='42'/>
+            <instruction instr-id='4719' subinstr-id='44'/>
+            <instruction instr-id='4719' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='1'>
+            <bounding-box x1='347' y1='196' x2='359' y2='204'/>
+            <content>NA</content>
+            <instruction instr-id='4735' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='4'>
+            <bounding-box x1='512' y1='196' x2='524' y2='204'/>
+            <content>NA</content>
+            <instruction instr-id='4784' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='170' y1='664' x2='211' y2='675'/>
+            <content>Measure</content>
+            <instruction instr-id='93' subinstr-id='0'/>
+            <instruction instr-id='93' subinstr-id='2'/>
+            <instruction instr-id='93' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='321' y1='665' x2='376' y2='700'/>
+            <content>Age 3
+(Head Start
+Year)</content>
+            <instruction instr-id='111' subinstr-id='0'/>
+            <instruction instr-id='111' subinstr-id='2'/>
+            <instruction instr-id='111' subinstr-id='4'/>
+            <instruction instr-id='123' subinstr-id='0'/>
+            <instruction instr-id='123' subinstr-id='2'/>
+            <instruction instr-id='123' subinstr-id='4'/>
+            <instruction instr-id='123' subinstr-id='6'/>
+            <instruction instr-id='123' subinstr-id='8'/>
+            <instruction instr-id='123' subinstr-id='10'/>
+            <instruction instr-id='123' subinstr-id='12'/>
+            <instruction instr-id='123' subinstr-id='14'/>
+            <instruction instr-id='6031' subinstr-id='0'/>
+            <instruction instr-id='6031' subinstr-id='2'/>
+            <instruction instr-id='6031' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='389' y1='665' x2='416' y2='676'/>
+            <content>Age 4</content>
+            <instruction instr-id='6038' subinstr-id='0'/>
+            <instruction instr-id='6038' subinstr-id='2'/>
+            <instruction instr-id='6038' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='439' y1='665' x2='448' y2='676'/>
+            <content>K</content>
+            <instruction instr-id='6042' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='4'>
+            <bounding-box x1='471' y1='665' x2='501' y2='689'/>
+            <content>1
+Grade</content>
+            <instruction instr-id='6016' subinstr-id='0'/>
+            <instruction instr-id='6016' subinstr-id='2'/>
+            <instruction instr-id='6016' subinstr-id='4'/>
+            <instruction instr-id='6016' subinstr-id='6'/>
+            <instruction instr-id='6028' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='5'>
+            <bounding-box x1='516' y1='664' x2='546' y2='689'/>
+            <content>3
+Grade</content>
+            <instruction instr-id='139' subinstr-id='0'/>
+            <instruction instr-id='139' subinstr-id='2'/>
+            <instruction instr-id='139' subinstr-id='4'/>
+            <instruction instr-id='139' subinstr-id='6'/>
+            <instruction instr-id='6013' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0' end-col='5'>
+            <bounding-box x1='72' y1='650' x2='247' y2='661'/>
+            <content>Language, Literacy, and Pre-Writing</content>
+            <instruction instr-id='206' subinstr-id='0'/>
+            <instruction instr-id='206' subinstr-id='2'/>
+            <instruction instr-id='206' subinstr-id='4'/>
+            <instruction instr-id='206' subinstr-id='6'/>
+            <instruction instr-id='206' subinstr-id='8'/>
+            <instruction instr-id='206' subinstr-id='10'/>
+            <instruction instr-id='206' subinstr-id='12'/>
+            <instruction instr-id='206' subinstr-id='14'/>
+            <instruction instr-id='206' subinstr-id='16'/>
+            <instruction instr-id='206' subinstr-id='18'/>
+            <instruction instr-id='206' subinstr-id='20'/>
+            <instruction instr-id='206' subinstr-id='22'/>
+            <instruction instr-id='206' subinstr-id='26'/>
+            <instruction instr-id='206' subinstr-id='28'/>
+            <instruction instr-id='206' subinstr-id='30'/>
+            <instruction instr-id='206' subinstr-id='32'/>
+            <instruction instr-id='209' subinstr-id='0'/>
+            <instruction instr-id='209' subinstr-id='2'/>
+            <instruction instr-id='209' subinstr-id='4'/>
+            <instruction instr-id='209' subinstr-id='6'/>
+            <instruction instr-id='209' subinstr-id='8'/>
+            <instruction instr-id='209' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='81' y1='636' x2='168' y2='647'/>
+            <content>Color Identification</content>
+            <instruction instr-id='349' subinstr-id='0'/>
+            <instruction instr-id='349' subinstr-id='2'/>
+            <instruction instr-id='349' subinstr-id='4'/>
+            <instruction instr-id='349' subinstr-id='6'/>
+            <instruction instr-id='349' subinstr-id='8'/>
+            <instruction instr-id='349' subinstr-id='10'/>
+            <instruction instr-id='349' subinstr-id='12'/>
+            <instruction instr-id='349' subinstr-id='14'/>
+            <instruction instr-id='349' subinstr-id='16'/>
+            <instruction instr-id='349' subinstr-id='18'/>
+            <instruction instr-id='349' subinstr-id='20'/>
+            <instruction instr-id='349' subinstr-id='22'/>
+            <instruction instr-id='349' subinstr-id='24'/>
+            <instruction instr-id='349' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='438' y1='635' x2='449' y2='643'/>
+            <content>NA</content>
+            <instruction instr-id='395' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='480' y1='635' x2='492' y2='643'/>
+            <content>NA</content>
+            <instruction instr-id='415' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5'>
+            <bounding-box x1='525' y1='635' x2='536' y2='643'/>
+            <content>NA</content>
+            <instruction instr-id='435' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='81' y1='623' x2='257' y2='634'/>
+            <content>Pre-Writing (McCarthy Draw a Design)</content>
+            <instruction instr-id='522' subinstr-id='0'/>
+            <instruction instr-id='522' subinstr-id='2'/>
+            <instruction instr-id='525' subinstr-id='-1'/>
+            <instruction instr-id='529' subinstr-id='0'/>
+            <instruction instr-id='529' subinstr-id='2'/>
+            <instruction instr-id='529' subinstr-id='4'/>
+            <instruction instr-id='529' subinstr-id='6'/>
+            <instruction instr-id='529' subinstr-id='8'/>
+            <instruction instr-id='529' subinstr-id='10'/>
+            <instruction instr-id='529' subinstr-id='12'/>
+            <instruction instr-id='529' subinstr-id='14'/>
+            <instruction instr-id='529' subinstr-id='16'/>
+            <instruction instr-id='529' subinstr-id='18'/>
+            <instruction instr-id='529' subinstr-id='20'/>
+            <instruction instr-id='529' subinstr-id='22'/>
+            <instruction instr-id='529' subinstr-id='24'/>
+            <instruction instr-id='529' subinstr-id='26'/>
+            <instruction instr-id='529' subinstr-id='28'/>
+            <instruction instr-id='529' subinstr-id='30'/>
+            <instruction instr-id='529' subinstr-id='32'/>
+            <instruction instr-id='529' subinstr-id='34'/>
+            <instruction instr-id='529' subinstr-id='36'/>
+            <instruction instr-id='529' subinstr-id='38'/>
+            <instruction instr-id='529' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='339' y1='622' x2='358' y2='633'/>
+            <content>0.14</content>
+            <instruction instr-id='561' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='438' y1='622' x2='449' y2='630'/>
+            <content>NA</content>
+            <instruction instr-id='596' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='480' y1='622' x2='492' y2='630'/>
+            <content>NA</content>
+            <instruction instr-id='618' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5'>
+            <bounding-box x1='525' y1='622' x2='536' y2='630'/>
+            <content>NA</content>
+            <instruction instr-id='640' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='81' y1='609' x2='256' y2='620'/>
+            <content>Emergent Literacy Scale (parent report)</content>
+            <instruction instr-id='706' subinstr-id='0'/>
+            <instruction instr-id='706' subinstr-id='2'/>
+            <instruction instr-id='706' subinstr-id='4'/>
+            <instruction instr-id='706' subinstr-id='6'/>
+            <instruction instr-id='706' subinstr-id='8'/>
+            <instruction instr-id='706' subinstr-id='10'/>
+            <instruction instr-id='706' subinstr-id='12'/>
+            <instruction instr-id='706' subinstr-id='14'/>
+            <instruction instr-id='706' subinstr-id='16'/>
+            <instruction instr-id='706' subinstr-id='18'/>
+            <instruction instr-id='706' subinstr-id='20'/>
+            <instruction instr-id='706' subinstr-id='22'/>
+            <instruction instr-id='706' subinstr-id='24'/>
+            <instruction instr-id='706' subinstr-id='26'/>
+            <instruction instr-id='706' subinstr-id='28'/>
+            <instruction instr-id='706' subinstr-id='30'/>
+            <instruction instr-id='706' subinstr-id='32'/>
+            <instruction instr-id='706' subinstr-id='34'/>
+            <instruction instr-id='706' subinstr-id='36'/>
+            <instruction instr-id='706' subinstr-id='38'/>
+            <instruction instr-id='706' subinstr-id='40'/>
+            <instruction instr-id='706' subinstr-id='42'/>
+            <instruction instr-id='706' subinstr-id='44'/>
+            <instruction instr-id='706' subinstr-id='46'/>
+            <instruction instr-id='706' subinstr-id='48'/>
+            <instruction instr-id='706' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='339' y1='609' x2='358' y2='620'/>
+            <content>0.35</content>
+            <instruction instr-id='738' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='393' y1='609' x2='412' y2='620'/>
+            <content>0.16</content>
+            <instruction instr-id='766' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='438' y1='608' x2='449' y2='616'/>
+            <content>NA</content>
+            <instruction instr-id='784' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='480' y1='608' x2='492' y2='616'/>
+            <content>NA</content>
+            <instruction instr-id='806' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='525' y1='608' x2='536' y2='616'/>
+            <content>NA</content>
+            <instruction instr-id='828' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='81' y1='596' x2='145' y2='607'/>
+            <content>Letter Naming</content>
+            <instruction instr-id='894' subinstr-id='0'/>
+            <instruction instr-id='894' subinstr-id='2'/>
+            <instruction instr-id='894' subinstr-id='4'/>
+            <instruction instr-id='894' subinstr-id='6'/>
+            <instruction instr-id='894' subinstr-id='8'/>
+            <instruction instr-id='894' subinstr-id='10'/>
+            <instruction instr-id='894' subinstr-id='12'/>
+            <instruction instr-id='894' subinstr-id='14'/>
+            <instruction instr-id='894' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='339' y1='596' x2='358' y2='607'/>
+            <content>0.24</content>
+            <instruction instr-id='926' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4'>
+            <bounding-box x1='480' y1='595' x2='492' y2='603'/>
+            <content>NA</content>
+            <instruction instr-id='978' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5'>
+            <bounding-box x1='525' y1='595' x2='536' y2='603'/>
+            <content>NA</content>
+            <instruction instr-id='1000' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='81' y1='582' x2='307' y2='593'/>
+            <content>Test of Phonological Processing (CTOPPP Elision)</content>
+            <instruction instr-id='1064' subinstr-id='0'/>
+            <instruction instr-id='1064' subinstr-id='2'/>
+            <instruction instr-id='1064' subinstr-id='4'/>
+            <instruction instr-id='1064' subinstr-id='6'/>
+            <instruction instr-id='1064' subinstr-id='8'/>
+            <instruction instr-id='1064' subinstr-id='10'/>
+            <instruction instr-id='1064' subinstr-id='12'/>
+            <instruction instr-id='1064' subinstr-id='14'/>
+            <instruction instr-id='1064' subinstr-id='16'/>
+            <instruction instr-id='1064' subinstr-id='18'/>
+            <instruction instr-id='1064' subinstr-id='20'/>
+            <instruction instr-id='1064' subinstr-id='22'/>
+            <instruction instr-id='1064' subinstr-id='24'/>
+            <instruction instr-id='1064' subinstr-id='26'/>
+            <instruction instr-id='1064' subinstr-id='28'/>
+            <instruction instr-id='1064' subinstr-id='30'/>
+            <instruction instr-id='1064' subinstr-id='32'/>
+            <instruction instr-id='1064' subinstr-id='34'/>
+            <instruction instr-id='1064' subinstr-id='36'/>
+            <instruction instr-id='1064' subinstr-id='38'/>
+            <instruction instr-id='1064' subinstr-id='40'/>
+            <instruction instr-id='1064' subinstr-id='42'/>
+            <instruction instr-id='1064' subinstr-id='44'/>
+            <instruction instr-id='1064' subinstr-id='46'/>
+            <instruction instr-id='1064' subinstr-id='48'/>
+            <instruction instr-id='1064' subinstr-id='50'/>
+            <instruction instr-id='1064' subinstr-id='52'/>
+            <instruction instr-id='1064' subinstr-id='54'/>
+            <instruction instr-id='1064' subinstr-id='56'/>
+            <instruction instr-id='1067' subinstr-id='0'/>
+            <instruction instr-id='1067' subinstr-id='2'/>
+            <instruction instr-id='1067' subinstr-id='4'/>
+            <instruction instr-id='1067' subinstr-id='6'/>
+            <instruction instr-id='1067' subinstr-id='8'/>
+            <instruction instr-id='1067' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='339' y1='582' x2='358' y2='593'/>
+            <content>0.10</content>
+            <instruction instr-id='1098' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='393' y1='582' x2='412' y2='593'/>
+            <content>0.15</content>
+            <instruction instr-id='1130' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='480' y1='582' x2='492' y2='590'/>
+            <content>NA</content>
+            <instruction instr-id='1165' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='525' y1='582' x2='536' y2='590'/>
+            <content>NA</content>
+            <instruction instr-id='1187' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='81' y1='569' x2='216' y2='580'/>
+            <content>Receptive Vocabulary (PPVT)</content>
+            <instruction instr-id='1253' subinstr-id='0'/>
+            <instruction instr-id='1253' subinstr-id='2'/>
+            <instruction instr-id='1253' subinstr-id='4'/>
+            <instruction instr-id='1253' subinstr-id='6'/>
+            <instruction instr-id='1253' subinstr-id='8'/>
+            <instruction instr-id='1253' subinstr-id='10'/>
+            <instruction instr-id='1253' subinstr-id='12'/>
+            <instruction instr-id='1253' subinstr-id='14'/>
+            <instruction instr-id='1253' subinstr-id='16'/>
+            <instruction instr-id='1253' subinstr-id='18'/>
+            <instruction instr-id='1253' subinstr-id='20'/>
+            <instruction instr-id='1253' subinstr-id='22'/>
+            <instruction instr-id='1253' subinstr-id='24'/>
+            <instruction instr-id='1253' subinstr-id='26'/>
+            <instruction instr-id='1253' subinstr-id='28'/>
+            <instruction instr-id='1253' subinstr-id='30'/>
+            <instruction instr-id='1253' subinstr-id='32'/>
+            <instruction instr-id='1253' subinstr-id='34'/>
+            <instruction instr-id='1253' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='339' y1='569' x2='358' y2='580'/>
+            <content>0.18</content>
+            <instruction instr-id='1285' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='81' y1='556' x2='233' y2='567'/>
+            <content>Letter-Word Identification (WJIII)</content>
+            <instruction instr-id='1414' subinstr-id='0'/>
+            <instruction instr-id='1414' subinstr-id='2'/>
+            <instruction instr-id='1414' subinstr-id='4'/>
+            <instruction instr-id='1414' subinstr-id='6'/>
+            <instruction instr-id='1417' subinstr-id='-1'/>
+            <instruction instr-id='1420' subinstr-id='0'/>
+            <instruction instr-id='1420' subinstr-id='2'/>
+            <instruction instr-id='1420' subinstr-id='4'/>
+            <instruction instr-id='1420' subinstr-id='6'/>
+            <instruction instr-id='1420' subinstr-id='8'/>
+            <instruction instr-id='1420' subinstr-id='10'/>
+            <instruction instr-id='1420' subinstr-id='12'/>
+            <instruction instr-id='1420' subinstr-id='14'/>
+            <instruction instr-id='1420' subinstr-id='16'/>
+            <instruction instr-id='1420' subinstr-id='18'/>
+            <instruction instr-id='1420' subinstr-id='20'/>
+            <instruction instr-id='1420' subinstr-id='22'/>
+            <instruction instr-id='1420' subinstr-id='24'/>
+            <instruction instr-id='1420' subinstr-id='26'/>
+            <instruction instr-id='1420' subinstr-id='28'/>
+            <instruction instr-id='1420' subinstr-id='30'/>
+            <instruction instr-id='1420' subinstr-id='32'/>
+            <instruction instr-id='1420' subinstr-id='34'/>
+            <instruction instr-id='1420' subinstr-id='36'/>
+            <instruction instr-id='1420' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='339' y1='555' x2='358' y2='566'/>
+            <content>0.26</content>
+            <instruction instr-id='1451' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='81' y1='542' x2='153' y2='553'/>
+            <content>Spelling (WJIII)</content>
+            <instruction instr-id='1581' subinstr-id='0'/>
+            <instruction instr-id='1581' subinstr-id='2'/>
+            <instruction instr-id='1581' subinstr-id='4'/>
+            <instruction instr-id='1581' subinstr-id='6'/>
+            <instruction instr-id='1581' subinstr-id='8'/>
+            <instruction instr-id='1581' subinstr-id='10'/>
+            <instruction instr-id='1581' subinstr-id='12'/>
+            <instruction instr-id='1581' subinstr-id='14'/>
+            <instruction instr-id='1581' subinstr-id='16'/>
+            <instruction instr-id='1581' subinstr-id='18'/>
+            <instruction instr-id='1581' subinstr-id='20'/>
+            <instruction instr-id='1581' subinstr-id='22'/>
+            <instruction instr-id='1581' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5'>
+            <bounding-box x1='525' y1='541' x2='536' y2='549'/>
+            <content>NA</content>
+            <instruction instr-id='1661' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='81' y1='529' x2='208' y2='540'/>
+            <content>Oral Comprehension (WJIII)</content>
+            <instruction instr-id='1725' subinstr-id='0'/>
+            <instruction instr-id='1725' subinstr-id='2'/>
+            <instruction instr-id='1725' subinstr-id='4'/>
+            <instruction instr-id='1725' subinstr-id='6'/>
+            <instruction instr-id='1725' subinstr-id='8'/>
+            <instruction instr-id='1725' subinstr-id='10'/>
+            <instruction instr-id='1725' subinstr-id='12'/>
+            <instruction instr-id='1725' subinstr-id='14'/>
+            <instruction instr-id='1725' subinstr-id='16'/>
+            <instruction instr-id='1725' subinstr-id='18'/>
+            <instruction instr-id='1725' subinstr-id='20'/>
+            <instruction instr-id='1725' subinstr-id='22'/>
+            <instruction instr-id='1725' subinstr-id='24'/>
+            <instruction instr-id='1725' subinstr-id='26'/>
+            <instruction instr-id='1725' subinstr-id='28'/>
+            <instruction instr-id='1725' subinstr-id='30'/>
+            <instruction instr-id='1725' subinstr-id='32'/>
+            <instruction instr-id='1725' subinstr-id='34'/>
+            <instruction instr-id='1725' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='476' y1='528' x2='496' y2='540'/>
+            <content>0.08</content>
+            <instruction instr-id='1798' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5'>
+            <bounding-box x1='525' y1='528' x2='536' y2='536'/>
+            <content>NA</content>
+            <instruction instr-id='1816' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='81' y1='515' x2='207' y2='526'/>
+            <content>Pre-Academic Skills (WJIII)</content>
+            <instruction instr-id='1881' subinstr-id='0'/>
+            <instruction instr-id='1881' subinstr-id='2'/>
+            <instruction instr-id='1884' subinstr-id='-1'/>
+            <instruction instr-id='1888' subinstr-id='0'/>
+            <instruction instr-id='1888' subinstr-id='2'/>
+            <instruction instr-id='1888' subinstr-id='4'/>
+            <instruction instr-id='1888' subinstr-id='6'/>
+            <instruction instr-id='1888' subinstr-id='8'/>
+            <instruction instr-id='1888' subinstr-id='10'/>
+            <instruction instr-id='1888' subinstr-id='12'/>
+            <instruction instr-id='1888' subinstr-id='14'/>
+            <instruction instr-id='1888' subinstr-id='16'/>
+            <instruction instr-id='1888' subinstr-id='18'/>
+            <instruction instr-id='1888' subinstr-id='20'/>
+            <instruction instr-id='1888' subinstr-id='22'/>
+            <instruction instr-id='1888' subinstr-id='24'/>
+            <instruction instr-id='1888' subinstr-id='26'/>
+            <instruction instr-id='1888' subinstr-id='28'/>
+            <instruction instr-id='1888' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='339' y1='515' x2='358' y2='526'/>
+            <content>0.22</content>
+            <instruction instr-id='1920' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5'>
+            <bounding-box x1='525' y1='515' x2='536' y2='523'/>
+            <content>NA</content>
+            <instruction instr-id='1989' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='81' y1='502' x2='243' y2='513'/>
+            <content>Phonetic Skills/Word Attack (WJIII)</content>
+            <instruction instr-id='2055' subinstr-id='0'/>
+            <instruction instr-id='2055' subinstr-id='2'/>
+            <instruction instr-id='2055' subinstr-id='4'/>
+            <instruction instr-id='2055' subinstr-id='6'/>
+            <instruction instr-id='2055' subinstr-id='8'/>
+            <instruction instr-id='2055' subinstr-id='10'/>
+            <instruction instr-id='2055' subinstr-id='12'/>
+            <instruction instr-id='2055' subinstr-id='14'/>
+            <instruction instr-id='2055' subinstr-id='16'/>
+            <instruction instr-id='2055' subinstr-id='18'/>
+            <instruction instr-id='2055' subinstr-id='20'/>
+            <instruction instr-id='2055' subinstr-id='22'/>
+            <instruction instr-id='2055' subinstr-id='24'/>
+            <instruction instr-id='2055' subinstr-id='26'/>
+            <instruction instr-id='2055' subinstr-id='28'/>
+            <instruction instr-id='2055' subinstr-id='30'/>
+            <instruction instr-id='2055' subinstr-id='32'/>
+            <instruction instr-id='2055' subinstr-id='34'/>
+            <instruction instr-id='2055' subinstr-id='36'/>
+            <instruction instr-id='2055' subinstr-id='38'/>
+            <instruction instr-id='2055' subinstr-id='40'/>
+            <instruction instr-id='2055' subinstr-id='42'/>
+            <instruction instr-id='2055' subinstr-id='44'/>
+            <instruction instr-id='2055' subinstr-id='46'/>
+            <instruction instr-id='2055' subinstr-id='48'/>
+            <instruction instr-id='2055' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='343' y1='501' x2='354' y2='509'/>
+            <content>NA</content>
+            <instruction instr-id='2075' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2'>
+            <bounding-box x1='397' y1='501' x2='408' y2='509'/>
+            <content>NA</content>
+            <instruction instr-id='2094' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='525' y1='501' x2='536' y2='509'/>
+            <content>NA</content>
+            <instruction instr-id='2144' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='81' y1='489' x2='180' y2='500'/>
+            <content>Basic Reading (WJIII)</content>
+            <instruction instr-id='2210' subinstr-id='0'/>
+            <instruction instr-id='2210' subinstr-id='2'/>
+            <instruction instr-id='2210' subinstr-id='4'/>
+            <instruction instr-id='2210' subinstr-id='6'/>
+            <instruction instr-id='2210' subinstr-id='8'/>
+            <instruction instr-id='2210' subinstr-id='10'/>
+            <instruction instr-id='2210' subinstr-id='12'/>
+            <instruction instr-id='2210' subinstr-id='14'/>
+            <instruction instr-id='2210' subinstr-id='16'/>
+            <instruction instr-id='2210' subinstr-id='18'/>
+            <instruction instr-id='2210' subinstr-id='20'/>
+            <instruction instr-id='2210' subinstr-id='22'/>
+            <instruction instr-id='2210' subinstr-id='24'/>
+            <instruction instr-id='2210' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='343' y1='488' x2='354' y2='496'/>
+            <content>NA</content>
+            <instruction instr-id='2230' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2'>
+            <bounding-box x1='397' y1='488' x2='408' y2='496'/>
+            <content>NA</content>
+            <instruction instr-id='2250' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5'>
+            <bounding-box x1='525' y1='488' x2='536' y2='496'/>
+            <content>NA</content>
+            <instruction instr-id='2300' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='81' y1='475' x2='220' y2='486'/>
+            <content>Academic Applications (WJIII)</content>
+            <instruction instr-id='2366' subinstr-id='0'/>
+            <instruction instr-id='2366' subinstr-id='2'/>
+            <instruction instr-id='2366' subinstr-id='4'/>
+            <instruction instr-id='2366' subinstr-id='6'/>
+            <instruction instr-id='2366' subinstr-id='8'/>
+            <instruction instr-id='2366' subinstr-id='10'/>
+            <instruction instr-id='2366' subinstr-id='12'/>
+            <instruction instr-id='2366' subinstr-id='14'/>
+            <instruction instr-id='2366' subinstr-id='16'/>
+            <instruction instr-id='2366' subinstr-id='18'/>
+            <instruction instr-id='2366' subinstr-id='20'/>
+            <instruction instr-id='2366' subinstr-id='22'/>
+            <instruction instr-id='2366' subinstr-id='24'/>
+            <instruction instr-id='2366' subinstr-id='26'/>
+            <instruction instr-id='2366' subinstr-id='28'/>
+            <instruction instr-id='2366' subinstr-id='30'/>
+            <instruction instr-id='2366' subinstr-id='32'/>
+            <instruction instr-id='2366' subinstr-id='34'/>
+            <instruction instr-id='2366' subinstr-id='36'/>
+            <instruction instr-id='2366' subinstr-id='38'/>
+            <instruction instr-id='2366' subinstr-id='40'/>
+            <instruction instr-id='2366' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='343' y1='474' x2='354' y2='482'/>
+            <content>NA</content>
+            <instruction instr-id='2386' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2'>
+            <bounding-box x1='397' y1='474' x2='408' y2='482'/>
+            <content>NA</content>
+            <instruction instr-id='2406' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3'>
+            <bounding-box x1='438' y1='474' x2='449' y2='482'/>
+            <content>NA</content>
+            <instruction instr-id='2426' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5'>
+            <bounding-box x1='525' y1='474' x2='536' y2='482'/>
+            <content>NA</content>
+            <instruction instr-id='2461' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='0'>
+            <bounding-box x1='81' y1='462' x2='188' y2='473'/>
+            <content>Academic Skills (WJIII)</content>
+            <instruction instr-id='2527' subinstr-id='0'/>
+            <instruction instr-id='2527' subinstr-id='2'/>
+            <instruction instr-id='2527' subinstr-id='4'/>
+            <instruction instr-id='2527' subinstr-id='6'/>
+            <instruction instr-id='2527' subinstr-id='8'/>
+            <instruction instr-id='2527' subinstr-id='10'/>
+            <instruction instr-id='2527' subinstr-id='12'/>
+            <instruction instr-id='2527' subinstr-id='14'/>
+            <instruction instr-id='2527' subinstr-id='16'/>
+            <instruction instr-id='2527' subinstr-id='18'/>
+            <instruction instr-id='2527' subinstr-id='20'/>
+            <instruction instr-id='2527' subinstr-id='22'/>
+            <instruction instr-id='2527' subinstr-id='24'/>
+            <instruction instr-id='2527' subinstr-id='26'/>
+            <instruction instr-id='2527' subinstr-id='28'/>
+            <instruction instr-id='2527' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1'>
+            <bounding-box x1='343' y1='461' x2='354' y2='469'/>
+            <content>NA</content>
+            <instruction instr-id='2547' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2'>
+            <bounding-box x1='397' y1='461' x2='408' y2='469'/>
+            <content>NA</content>
+            <instruction instr-id='2567' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3'>
+            <bounding-box x1='438' y1='461' x2='449' y2='469'/>
+            <content>NA</content>
+            <instruction instr-id='2587' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5'>
+            <bounding-box x1='525' y1='461' x2='536' y2='469'/>
+            <content>NA</content>
+            <instruction instr-id='2622' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='0'>
+            <bounding-box x1='81' y1='448' x2='223' y2='459'/>
+            <content>Passage Comprehension (WJIII)</content>
+            <instruction instr-id='2688' subinstr-id='0'/>
+            <instruction instr-id='2688' subinstr-id='2'/>
+            <instruction instr-id='2688' subinstr-id='4'/>
+            <instruction instr-id='2688' subinstr-id='6'/>
+            <instruction instr-id='2688' subinstr-id='8'/>
+            <instruction instr-id='2688' subinstr-id='10'/>
+            <instruction instr-id='2688' subinstr-id='12'/>
+            <instruction instr-id='2688' subinstr-id='14'/>
+            <instruction instr-id='2688' subinstr-id='16'/>
+            <instruction instr-id='2688' subinstr-id='18'/>
+            <instruction instr-id='2688' subinstr-id='20'/>
+            <instruction instr-id='2688' subinstr-id='22'/>
+            <instruction instr-id='2688' subinstr-id='24'/>
+            <instruction instr-id='2688' subinstr-id='26'/>
+            <instruction instr-id='2688' subinstr-id='28'/>
+            <instruction instr-id='2688' subinstr-id='30'/>
+            <instruction instr-id='2688' subinstr-id='32'/>
+            <instruction instr-id='2688' subinstr-id='34'/>
+            <instruction instr-id='2688' subinstr-id='36'/>
+            <instruction instr-id='2688' subinstr-id='38'/>
+            <instruction instr-id='2688' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1'>
+            <bounding-box x1='343' y1='448' x2='354' y2='456'/>
+            <content>NA</content>
+            <instruction instr-id='2708' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2'>
+            <bounding-box x1='397' y1='448' x2='408' y2='456'/>
+            <content>NA</content>
+            <instruction instr-id='2728' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3'>
+            <bounding-box x1='438' y1='448' x2='449' y2='456'/>
+            <content>NA</content>
+            <instruction instr-id='2748' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5'>
+            <bounding-box x1='525' y1='448' x2='536' y2='456'/>
+            <content>NA</content>
+            <instruction instr-id='2783' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='0'>
+            <bounding-box x1='81' y1='435' x2='159' y2='446'/>
+            <content>ECLS-K Reading</content>
+            <instruction instr-id='2848' subinstr-id='0'/>
+            <instruction instr-id='2848' subinstr-id='2'/>
+            <instruction instr-id='2851' subinstr-id='0'/>
+            <instruction instr-id='2851' subinstr-id='2'/>
+            <instruction instr-id='2851' subinstr-id='4'/>
+            <instruction instr-id='2851' subinstr-id='6'/>
+            <instruction instr-id='2851' subinstr-id='8'/>
+            <instruction instr-id='2851' subinstr-id='10'/>
+            <instruction instr-id='2851' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1'>
+            <bounding-box x1='343' y1='434' x2='354' y2='442'/>
+            <content>NA</content>
+            <instruction instr-id='2867' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2'>
+            <bounding-box x1='397' y1='434' x2='408' y2='442'/>
+            <content>NA</content>
+            <instruction instr-id='2887' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='3'>
+            <bounding-box x1='438' y1='434' x2='449' y2='442'/>
+            <content>NA</content>
+            <instruction instr-id='2907' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='0'>
+            <bounding-box x1='81' y1='422' x2='186' y2='433'/>
+            <content>Writing Sample (WJIII)</content>
+            <instruction instr-id='3003' subinstr-id='0'/>
+            <instruction instr-id='3003' subinstr-id='2'/>
+            <instruction instr-id='3003' subinstr-id='4'/>
+            <instruction instr-id='3003' subinstr-id='6'/>
+            <instruction instr-id='3003' subinstr-id='8'/>
+            <instruction instr-id='3003' subinstr-id='10'/>
+            <instruction instr-id='3003' subinstr-id='12'/>
+            <instruction instr-id='3003' subinstr-id='14'/>
+            <instruction instr-id='3003' subinstr-id='16'/>
+            <instruction instr-id='3003' subinstr-id='18'/>
+            <instruction instr-id='3003' subinstr-id='20'/>
+            <instruction instr-id='3003' subinstr-id='22'/>
+            <instruction instr-id='3003' subinstr-id='24'/>
+            <instruction instr-id='3003' subinstr-id='26'/>
+            <instruction instr-id='3003' subinstr-id='28'/>
+            <instruction instr-id='3003' subinstr-id='30'/>
+            <instruction instr-id='3003' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1'>
+            <bounding-box x1='343' y1='421' x2='354' y2='429'/>
+            <content>NA</content>
+            <instruction instr-id='3023' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2'>
+            <bounding-box x1='397' y1='421' x2='408' y2='429'/>
+            <content>NA</content>
+            <instruction instr-id='3043' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='3'>
+            <bounding-box x1='438' y1='421' x2='449' y2='429'/>
+            <content>NA</content>
+            <instruction instr-id='3063' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='5'>
+            <bounding-box x1='525' y1='421' x2='536' y2='429'/>
+            <content>NA</content>
+            <instruction instr-id='3098' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='0' end-col='5'>
+            <bounding-box x1='72' y1='407' x2='158' y2='418'/>
+            <content>Spanish Language</content>
+            <instruction instr-id='3164' subinstr-id='0'/>
+            <instruction instr-id='3164' subinstr-id='2'/>
+            <instruction instr-id='3164' subinstr-id='4'/>
+            <instruction instr-id='3164' subinstr-id='6'/>
+            <instruction instr-id='3164' subinstr-id='8'/>
+            <instruction instr-id='3164' subinstr-id='10'/>
+            <instruction instr-id='3164' subinstr-id='12'/>
+            <instruction instr-id='3164' subinstr-id='14'/>
+            <instruction instr-id='3164' subinstr-id='16'/>
+            <instruction instr-id='3164' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='0'>
+            <bounding-box x1='81' y1='393' x2='213' y2='404'/>
+            <content>Receptive Vocabulary (TVIP)</content>
+            <instruction instr-id='3307' subinstr-id='0'/>
+            <instruction instr-id='3307' subinstr-id='2'/>
+            <instruction instr-id='3307' subinstr-id='4'/>
+            <instruction instr-id='3307' subinstr-id='6'/>
+            <instruction instr-id='3307' subinstr-id='8'/>
+            <instruction instr-id='3307' subinstr-id='10'/>
+            <instruction instr-id='3307' subinstr-id='12'/>
+            <instruction instr-id='3307' subinstr-id='14'/>
+            <instruction instr-id='3307' subinstr-id='16'/>
+            <instruction instr-id='3307' subinstr-id='18'/>
+            <instruction instr-id='3307' subinstr-id='20'/>
+            <instruction instr-id='3307' subinstr-id='22'/>
+            <instruction instr-id='3307' subinstr-id='24'/>
+            <instruction instr-id='3307' subinstr-id='26'/>
+            <instruction instr-id='3307' subinstr-id='28'/>
+            <instruction instr-id='3307' subinstr-id='30'/>
+            <instruction instr-id='3307' subinstr-id='32'/>
+            <instruction instr-id='3307' subinstr-id='34'/>
+            <instruction instr-id='3307' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='5'>
+            <bounding-box x1='525' y1='393' x2='536' y2='401'/>
+            <content>NA</content>
+            <instruction instr-id='3387' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='0'>
+            <bounding-box x1='81' y1='380' x2='287' y2='391'/>
+            <content>Batería WM Identificación de letras y palabras</content>
+            <instruction instr-id='3475' subinstr-id='0'/>
+            <instruction instr-id='3475' subinstr-id='2'/>
+            <instruction instr-id='3475' subinstr-id='4'/>
+            <instruction instr-id='3475' subinstr-id='6'/>
+            <instruction instr-id='3475' subinstr-id='8'/>
+            <instruction instr-id='3475' subinstr-id='10'/>
+            <instruction instr-id='3475' subinstr-id='12'/>
+            <instruction instr-id='3475' subinstr-id='14'/>
+            <instruction instr-id='3475' subinstr-id='16'/>
+            <instruction instr-id='3475' subinstr-id='18'/>
+            <instruction instr-id='3475' subinstr-id='20'/>
+            <instruction instr-id='3475' subinstr-id='22'/>
+            <instruction instr-id='3475' subinstr-id='24'/>
+            <instruction instr-id='3475' subinstr-id='26'/>
+            <instruction instr-id='3475' subinstr-id='28'/>
+            <instruction instr-id='3475' subinstr-id='30'/>
+            <instruction instr-id='3475' subinstr-id='34'/>
+            <instruction instr-id='3475' subinstr-id='36'/>
+            <instruction instr-id='3475' subinstr-id='38'/>
+            <instruction instr-id='3475' subinstr-id='40'/>
+            <instruction instr-id='3475' subinstr-id='42'/>
+            <instruction instr-id='3475' subinstr-id='44'/>
+            <instruction instr-id='3475' subinstr-id='46'/>
+            <instruction instr-id='3475' subinstr-id='48'/>
+            <instruction instr-id='3475' subinstr-id='50'/>
+            <instruction instr-id='3475' subinstr-id='52'/>
+            <instruction instr-id='3475' subinstr-id='54'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='3'>
+            <bounding-box x1='434' y1='380' x2='453' y2='391'/>
+            <content>0.26</content>
+            <instruction instr-id='3537' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='0' end-col='5'>
+            <bounding-box x1='72' y1='366' x2='97' y2='377'/>
+            <content>Math</content>
+            <instruction instr-id='3631' subinstr-id='0'/>
+            <instruction instr-id='3631' subinstr-id='2'/>
+            <instruction instr-id='3631' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='0'>
+            <bounding-box x1='81' y1='352' x2='249' y2='363'/>
+            <content>One-to-One Counting/Counting Bears</content>
+            <instruction instr-id='3769' subinstr-id='0'/>
+            <instruction instr-id='3769' subinstr-id='2'/>
+            <instruction instr-id='3772' subinstr-id='-1'/>
+            <instruction instr-id='3775' subinstr-id='-1'/>
+            <instruction instr-id='3778' subinstr-id='0'/>
+            <instruction instr-id='3778' subinstr-id='2'/>
+            <instruction instr-id='3778' subinstr-id='4'/>
+            <instruction instr-id='3778' subinstr-id='6'/>
+            <instruction instr-id='3778' subinstr-id='8'/>
+            <instruction instr-id='3778' subinstr-id='10'/>
+            <instruction instr-id='3778' subinstr-id='12'/>
+            <instruction instr-id='3778' subinstr-id='14'/>
+            <instruction instr-id='3778' subinstr-id='16'/>
+            <instruction instr-id='3778' subinstr-id='18'/>
+            <instruction instr-id='3778' subinstr-id='20'/>
+            <instruction instr-id='3778' subinstr-id='22'/>
+            <instruction instr-id='3778' subinstr-id='24'/>
+            <instruction instr-id='3778' subinstr-id='26'/>
+            <instruction instr-id='3778' subinstr-id='28'/>
+            <instruction instr-id='3778' subinstr-id='30'/>
+            <instruction instr-id='3778' subinstr-id='32'/>
+            <instruction instr-id='3778' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='3'>
+            <bounding-box x1='438' y1='351' x2='449' y2='359'/>
+            <content>NA</content>
+            <instruction instr-id='3824' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='4'>
+            <bounding-box x1='480' y1='351' x2='492' y2='359'/>
+            <content>NA</content>
+            <instruction instr-id='3844' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='5'>
+            <bounding-box x1='525' y1='351' x2='536' y2='359'/>
+            <content>NA</content>
+            <instruction instr-id='3864' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='0'>
+            <bounding-box x1='81' y1='338' x2='196' y2='349'/>
+            <content>Applied Problems (WJIII)</content>
+            <instruction instr-id='3950' subinstr-id='0'/>
+            <instruction instr-id='3950' subinstr-id='2'/>
+            <instruction instr-id='3950' subinstr-id='4'/>
+            <instruction instr-id='3950' subinstr-id='6'/>
+            <instruction instr-id='3950' subinstr-id='8'/>
+            <instruction instr-id='3950' subinstr-id='10'/>
+            <instruction instr-id='3950' subinstr-id='12'/>
+            <instruction instr-id='3950' subinstr-id='14'/>
+            <instruction instr-id='3950' subinstr-id='16'/>
+            <instruction instr-id='3950' subinstr-id='18'/>
+            <instruction instr-id='3950' subinstr-id='20'/>
+            <instruction instr-id='3950' subinstr-id='22'/>
+            <instruction instr-id='3950' subinstr-id='24'/>
+            <instruction instr-id='3950' subinstr-id='26'/>
+            <instruction instr-id='3950' subinstr-id='28'/>
+            <instruction instr-id='3950' subinstr-id='30'/>
+            <instruction instr-id='3950' subinstr-id='32'/>
+            <instruction instr-id='3950' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1'>
+            <bounding-box x1='339' y1='338' x2='358' y2='349'/>
+            <content>0.15</content>
+            <instruction instr-id='3978' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='0'>
+            <bounding-box x1='81' y1='325' x2='214' y2='336'/>
+            <content>Quantitative Concepts (WJIII)</content>
+            <instruction instr-id='4106' subinstr-id='0'/>
+            <instruction instr-id='4106' subinstr-id='2'/>
+            <instruction instr-id='4106' subinstr-id='4'/>
+            <instruction instr-id='4106' subinstr-id='6'/>
+            <instruction instr-id='4106' subinstr-id='8'/>
+            <instruction instr-id='4106' subinstr-id='10'/>
+            <instruction instr-id='4106' subinstr-id='12'/>
+            <instruction instr-id='4106' subinstr-id='14'/>
+            <instruction instr-id='4106' subinstr-id='16'/>
+            <instruction instr-id='4106' subinstr-id='18'/>
+            <instruction instr-id='4106' subinstr-id='20'/>
+            <instruction instr-id='4106' subinstr-id='22'/>
+            <instruction instr-id='4106' subinstr-id='24'/>
+            <instruction instr-id='4106' subinstr-id='26'/>
+            <instruction instr-id='4106' subinstr-id='28'/>
+            <instruction instr-id='4106' subinstr-id='30'/>
+            <instruction instr-id='4106' subinstr-id='32'/>
+            <instruction instr-id='4106' subinstr-id='34'/>
+            <instruction instr-id='4106' subinstr-id='36'/>
+            <instruction instr-id='4106' subinstr-id='38'/>
+            <instruction instr-id='4106' subinstr-id='40'/>
+            <instruction instr-id='4106' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1'>
+            <bounding-box x1='343' y1='324' x2='354' y2='332'/>
+            <content>NA</content>
+            <instruction instr-id='4122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2'>
+            <bounding-box x1='397' y1='324' x2='408' y2='332'/>
+            <content>NA</content>
+            <instruction instr-id='4142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='5'>
+            <bounding-box x1='525' y1='324' x2='536' y2='332'/>
+            <content>NA</content>
+            <instruction instr-id='4192' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='0'>
+            <bounding-box x1='81' y1='311' x2='188' y2='322'/>
+            <content>Math Reasoning (WJIII)</content>
+            <instruction instr-id='4258' subinstr-id='0'/>
+            <instruction instr-id='4258' subinstr-id='2'/>
+            <instruction instr-id='4258' subinstr-id='4'/>
+            <instruction instr-id='4258' subinstr-id='6'/>
+            <instruction instr-id='4258' subinstr-id='8'/>
+            <instruction instr-id='4258' subinstr-id='10'/>
+            <instruction instr-id='4258' subinstr-id='12'/>
+            <instruction instr-id='4258' subinstr-id='14'/>
+            <instruction instr-id='4258' subinstr-id='16'/>
+            <instruction instr-id='4258' subinstr-id='18'/>
+            <instruction instr-id='4258' subinstr-id='20'/>
+            <instruction instr-id='4258' subinstr-id='22'/>
+            <instruction instr-id='4258' subinstr-id='24'/>
+            <instruction instr-id='4258' subinstr-id='26'/>
+            <instruction instr-id='4258' subinstr-id='28'/>
+            <instruction instr-id='4258' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1'>
+            <bounding-box x1='343' y1='311' x2='354' y2='319'/>
+            <content>NA</content>
+            <instruction instr-id='4278' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2'>
+            <bounding-box x1='397' y1='311' x2='408' y2='319'/>
+            <content>NA</content>
+            <instruction instr-id='4298' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='5'>
+            <bounding-box x1='525' y1='311' x2='536' y2='319'/>
+            <content>NA</content>
+            <instruction instr-id='4348' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='0'>
+            <bounding-box x1='81' y1='298' x2='167' y2='309'/>
+            <content>Calculation (WJIII)</content>
+            <instruction instr-id='4414' subinstr-id='0'/>
+            <instruction instr-id='4414' subinstr-id='2'/>
+            <instruction instr-id='4414' subinstr-id='4'/>
+            <instruction instr-id='4414' subinstr-id='6'/>
+            <instruction instr-id='4414' subinstr-id='8'/>
+            <instruction instr-id='4414' subinstr-id='10'/>
+            <instruction instr-id='4414' subinstr-id='12'/>
+            <instruction instr-id='4414' subinstr-id='14'/>
+            <instruction instr-id='4414' subinstr-id='16'/>
+            <instruction instr-id='4414' subinstr-id='18'/>
+            <instruction instr-id='4414' subinstr-id='20'/>
+            <instruction instr-id='4414' subinstr-id='22'/>
+            <instruction instr-id='4414' subinstr-id='24'/>
+            <instruction instr-id='4414' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1'>
+            <bounding-box x1='343' y1='297' x2='354' y2='305'/>
+            <content>NA</content>
+            <instruction instr-id='4434' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2'>
+            <bounding-box x1='397' y1='297' x2='408' y2='305'/>
+            <content>NA</content>
+            <instruction instr-id='4454' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='3'>
+            <bounding-box x1='438' y1='297' x2='449' y2='305'/>
+            <content>NA</content>
+            <instruction instr-id='4474' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='0' end-col='5'>
+            <bounding-box x1='72' y1='284' x2='167' y2='295'/>
+            <content>School Performance</content>
+            <instruction instr-id='4570' subinstr-id='0'/>
+            <instruction instr-id='4570' subinstr-id='2'/>
+            <instruction instr-id='4570' subinstr-id='4'/>
+            <instruction instr-id='4570' subinstr-id='6'/>
+            <instruction instr-id='4570' subinstr-id='8'/>
+            <instruction instr-id='4570' subinstr-id='10'/>
+            <instruction instr-id='4570' subinstr-id='12'/>
+            <instruction instr-id='4570' subinstr-id='14'/>
+            <instruction instr-id='4570' subinstr-id='16'/>
+            <instruction instr-id='4570' subinstr-id='18'/>
+            <instruction instr-id='4570' subinstr-id='20'/>
+            <instruction instr-id='4570' subinstr-id='22'/>
+            <instruction instr-id='4570' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='0'>
+            <bounding-box x1='81' y1='270' x2='193' y2='281'/>
+            <content>School Accomplishments</content>
+            <instruction instr-id='4711' subinstr-id='0'/>
+            <instruction instr-id='4711' subinstr-id='2'/>
+            <instruction instr-id='4711' subinstr-id='4'/>
+            <instruction instr-id='4711' subinstr-id='6'/>
+            <instruction instr-id='4711' subinstr-id='8'/>
+            <instruction instr-id='4711' subinstr-id='10'/>
+            <instruction instr-id='4711' subinstr-id='12'/>
+            <instruction instr-id='4711' subinstr-id='14'/>
+            <instruction instr-id='4711' subinstr-id='16'/>
+            <instruction instr-id='4711' subinstr-id='18'/>
+            <instruction instr-id='4711' subinstr-id='20'/>
+            <instruction instr-id='4711' subinstr-id='22'/>
+            <instruction instr-id='4711' subinstr-id='24'/>
+            <instruction instr-id='4711' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1'>
+            <bounding-box x1='343' y1='269' x2='354' y2='277'/>
+            <content>NA</content>
+            <instruction instr-id='4727' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2'>
+            <bounding-box x1='397' y1='269' x2='408' y2='277'/>
+            <content>NA</content>
+            <instruction instr-id='4747' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='5'>
+            <bounding-box x1='525' y1='269' x2='536' y2='277'/>
+            <content>NA</content>
+            <instruction instr-id='4797' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='0'>
+            <bounding-box x1='81' y1='256' x2='194' y2='267'/>
+            <content>Promotion (parent report)</content>
+            <instruction instr-id='4884' subinstr-id='0'/>
+            <instruction instr-id='4884' subinstr-id='2'/>
+            <instruction instr-id='4884' subinstr-id='4'/>
+            <instruction instr-id='4884' subinstr-id='6'/>
+            <instruction instr-id='4884' subinstr-id='8'/>
+            <instruction instr-id='4884' subinstr-id='10'/>
+            <instruction instr-id='4884' subinstr-id='12'/>
+            <instruction instr-id='4884' subinstr-id='14'/>
+            <instruction instr-id='4884' subinstr-id='16'/>
+            <instruction instr-id='4884' subinstr-id='18'/>
+            <instruction instr-id='4884' subinstr-id='20'/>
+            <instruction instr-id='4884' subinstr-id='22'/>
+            <instruction instr-id='4884' subinstr-id='24'/>
+            <instruction instr-id='4884' subinstr-id='26'/>
+            <instruction instr-id='4884' subinstr-id='28'/>
+            <instruction instr-id='4884' subinstr-id='30'/>
+            <instruction instr-id='4884' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1'>
+            <bounding-box x1='343' y1='255' x2='354' y2='264'/>
+            <content>NA</content>
+            <instruction instr-id='4903' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2'>
+            <bounding-box x1='397' y1='255' x2='408' y2='264'/>
+            <content>NA</content>
+            <instruction instr-id='4923' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='5'>
+            <bounding-box x1='519' y1='256' x2='542' y2='267'/>
+            <content>-0.11</content>
+            <instruction instr-id='4989' subinstr-id='0'/>
+            <instruction instr-id='4989' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='0'>
+            <bounding-box x1='81' y1='243' x2='216' y2='254'/>
+            <content>Language and Literacy Ability</content>
+            <instruction instr-id='5051' subinstr-id='0'/>
+            <instruction instr-id='5051' subinstr-id='2'/>
+            <instruction instr-id='5051' subinstr-id='4'/>
+            <instruction instr-id='5051' subinstr-id='6'/>
+            <instruction instr-id='5051' subinstr-id='8'/>
+            <instruction instr-id='5051' subinstr-id='10'/>
+            <instruction instr-id='5051' subinstr-id='12'/>
+            <instruction instr-id='5051' subinstr-id='14'/>
+            <instruction instr-id='5051' subinstr-id='16'/>
+            <instruction instr-id='5051' subinstr-id='18'/>
+            <instruction instr-id='5051' subinstr-id='20'/>
+            <instruction instr-id='5051' subinstr-id='22'/>
+            <instruction instr-id='5051' subinstr-id='24'/>
+            <instruction instr-id='5051' subinstr-id='26'/>
+            <instruction instr-id='5051' subinstr-id='28'/>
+            <instruction instr-id='5051' subinstr-id='30'/>
+            <instruction instr-id='5051' subinstr-id='32'/>
+            <instruction instr-id='5051' subinstr-id='34'/>
+            <instruction instr-id='5051' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1'>
+            <bounding-box x1='343' y1='242' x2='354' y2='250'/>
+            <content>NA</content>
+            <instruction instr-id='5071' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2'>
+            <bounding-box x1='397' y1='242' x2='408' y2='250'/>
+            <content>NA</content>
+            <instruction instr-id='5091' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='0'>
+            <bounding-box x1='81' y1='229' x2='138' y2='240'/>
+            <content>Math Ability</content>
+            <instruction instr-id='5202' subinstr-id='0'/>
+            <instruction instr-id='5202' subinstr-id='2'/>
+            <instruction instr-id='5202' subinstr-id='4'/>
+            <instruction instr-id='5202' subinstr-id='6'/>
+            <instruction instr-id='5202' subinstr-id='8'/>
+            <instruction instr-id='5202' subinstr-id='10'/>
+            <instruction instr-id='5202' subinstr-id='12'/>
+            <instruction instr-id='5202' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1'>
+            <bounding-box x1='343' y1='229' x2='354' y2='237'/>
+            <content>NA</content>
+            <instruction instr-id='5222' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2'>
+            <bounding-box x1='397' y1='229' x2='408' y2='237'/>
+            <content>NA</content>
+            <instruction instr-id='5242' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='3'>
+            <bounding-box x1='432' y1='229' x2='455' y2='240'/>
+            <content>-0.19</content>
+            <instruction instr-id='5278' subinstr-id='0'/>
+            <instruction instr-id='5278' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='0'>
+            <bounding-box x1='81' y1='216' x2='132' y2='227'/>
+            <content>Math Skills</content>
+            <instruction instr-id='5374' subinstr-id='0'/>
+            <instruction instr-id='5374' subinstr-id='2'/>
+            <instruction instr-id='5374' subinstr-id='4'/>
+            <instruction instr-id='5374' subinstr-id='6'/>
+            <instruction instr-id='5374' subinstr-id='8'/>
+            <instruction instr-id='5374' subinstr-id='10'/>
+            <instruction instr-id='5374' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1'>
+            <bounding-box x1='343' y1='215' x2='354' y2='223'/>
+            <content>NA</content>
+            <instruction instr-id='5394' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2'>
+            <bounding-box x1='397' y1='215' x2='408' y2='223'/>
+            <content>NA</content>
+            <instruction instr-id='5414' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='3'>
+            <bounding-box x1='438' y1='215' x2='449' y2='223'/>
+            <content>NA</content>
+            <instruction instr-id='5434' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='4'>
+            <bounding-box x1='480' y1='215' x2='492' y2='223'/>
+            <content>NA</content>
+            <instruction instr-id='5454' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='0'>
+            <bounding-box x1='81' y1='203' x2='213' y2='214'/>
+            <content>Reading/Language Arts Skills</content>
+            <instruction instr-id='5535' subinstr-id='0'/>
+            <instruction instr-id='5535' subinstr-id='2'/>
+            <instruction instr-id='5535' subinstr-id='4'/>
+            <instruction instr-id='5535' subinstr-id='6'/>
+            <instruction instr-id='5535' subinstr-id='8'/>
+            <instruction instr-id='5535' subinstr-id='10'/>
+            <instruction instr-id='5535' subinstr-id='12'/>
+            <instruction instr-id='5535' subinstr-id='14'/>
+            <instruction instr-id='5535' subinstr-id='16'/>
+            <instruction instr-id='5535' subinstr-id='18'/>
+            <instruction instr-id='5535' subinstr-id='20'/>
+            <instruction instr-id='5535' subinstr-id='22'/>
+            <instruction instr-id='5535' subinstr-id='24'/>
+            <instruction instr-id='5535' subinstr-id='26'/>
+            <instruction instr-id='5535' subinstr-id='28'/>
+            <instruction instr-id='5535' subinstr-id='30'/>
+            <instruction instr-id='5538' subinstr-id='0'/>
+            <instruction instr-id='5538' subinstr-id='2'/>
+            <instruction instr-id='5538' subinstr-id='4'/>
+            <instruction instr-id='5538' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1'>
+            <bounding-box x1='343' y1='202' x2='354' y2='210'/>
+            <content>NA</content>
+            <instruction instr-id='5558' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2'>
+            <bounding-box x1='397' y1='202' x2='408' y2='210'/>
+            <content>NA</content>
+            <instruction instr-id='5578' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='3'>
+            <bounding-box x1='438' y1='202' x2='449' y2='210'/>
+            <content>NA</content>
+            <instruction instr-id='5598' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='4'>
+            <bounding-box x1='480' y1='202' x2='492' y2='210'/>
+            <content>NA</content>
+            <instruction instr-id='5618' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='0'>
+            <bounding-box x1='81' y1='189' x2='233' y2='200'/>
+            <content>Social Studies and Science Ability</content>
+            <instruction instr-id='5697' subinstr-id='0'/>
+            <instruction instr-id='5697' subinstr-id='2'/>
+            <instruction instr-id='5697' subinstr-id='4'/>
+            <instruction instr-id='5697' subinstr-id='6'/>
+            <instruction instr-id='5697' subinstr-id='8'/>
+            <instruction instr-id='5697' subinstr-id='10'/>
+            <instruction instr-id='5697' subinstr-id='12'/>
+            <instruction instr-id='5697' subinstr-id='14'/>
+            <instruction instr-id='5697' subinstr-id='16'/>
+            <instruction instr-id='5697' subinstr-id='18'/>
+            <instruction instr-id='5697' subinstr-id='20'/>
+            <instruction instr-id='5697' subinstr-id='22'/>
+            <instruction instr-id='5697' subinstr-id='24'/>
+            <instruction instr-id='5697' subinstr-id='26'/>
+            <instruction instr-id='5697' subinstr-id='28'/>
+            <instruction instr-id='5697' subinstr-id='30'/>
+            <instruction instr-id='5697' subinstr-id='32'/>
+            <instruction instr-id='5697' subinstr-id='36'/>
+            <instruction instr-id='5697' subinstr-id='38'/>
+            <instruction instr-id='5697' subinstr-id='40'/>
+            <instruction instr-id='5697' subinstr-id='42'/>
+            <instruction instr-id='5697' subinstr-id='44'/>
+            <instruction instr-id='5697' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='1'>
+            <bounding-box x1='343' y1='189' x2='354' y2='197'/>
+            <content>NA</content>
+            <instruction instr-id='5713' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='2'>
+            <bounding-box x1='397' y1='189' x2='408' y2='197'/>
+            <content>NA</content>
+            <instruction instr-id='5733' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='5'>
+            <bounding-box x1='525' y1='189' x2='536' y2='197'/>
+            <content>NA</content>
+            <instruction instr-id='5783' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c2fa93d83c01ee312cd9dd414c45829452672a27
GIT binary patch
literal 103148
zcma%=LzEy&(51_^ZQHiGY}>YN+qP}Hx@_CF?dkW=%xX5Xh?6%Xw{bFVd_gKNB1X$d
z#{xw<dKFg)#mGp&KwxKR3B|)hFKuFL=4?*D$n-CzNH1n#?QG&mKrd!(;A|pdVq|A*
z!p8^Y<m_l-U<2izy{)a~bSRE`!r51dPfLYnxjnooK+6iPMRQfUR@lhnZcWa3sBU^d
z(slb4=(B&jP^NY9*y3!=oq>r)5s52m+w$Q!v%1@Hj!zZQB6;Sw-8cCerRP(`?D8q_
zi)Q(5pHLold~<-0zR{|*%|Ge&oJDP^M3qxnl?DCUtty&ZPDO9%^!Q^~T3FTRR^yy~
zv}B)qVxfIvsY`02oqS>G;=ud4A11>>e;{&MoNH4^CEM6ZId$mQ^})-lS2e;{h5ae5
zLHaYV_r;t^?oeA*DXw#=+_hq&U813wZjcemfx^AV5|dQv$gey5gEHOJZqZ1UMO*lD
zA)GuSqmw#peSLckH^0SG!JIRTSJ;uEqDXcu-NN46p!u=lhHcw(JejiAbb(ct`NMIC
z?{;Z!t9#FOVRt9YvzGFadI|t9wHT16!eV#!+MTg2_Kn(RjsH3)g!R&k`q?6^3)-}o
zu=hFWp$M%r-I+4x0(pD2vi#)@-e>pj*j!zDF6(m3x>^-6K101R%ynA!MGQ_Ipplb>
zCQ47k!v5G+YcHBzP3Dk@#i*w{^=Wp(6=mgVyYu~G?L~2RebVshqP*~wl?kReCy==m
zJ#z*PYuCCi`j~m63cIDUIX&>AkOpdFZChu)<<mDAu4`S}v>vBWdH!lzidQ(aC3RVy
z(G$0@Zrau2cF{O71%o!vlZU&s9}6-a?gDkF?A^gES3C8qV)f&6xNCF7T$Vx799v3^
z7iIHBOBwavC2JNIlH&vi48PL}p<8lxKTTE0shpBq(PL8%%V#gVs-$zF!7x+1y+6Ps
zQ>nHo=;mhk#Y})M_4}4%*S=o+wRVJ#3CVPzm>$FUDGE$0`AEe~O3v%DRZJ-rr>8{D
zl+)fWrmKxaP8m%~D+F&&u@~71%fjyZ*tp3XxX{dY%jkcx^CE;psxf1Q^#)St+P4T(
zYwpbgTGU2@ehL3nD0{MUu|5{Ey<z<prLnSgA<SuYF8KEkIs5DP@DAjLHhI%=z|!cG
z5(>yv4_O5^^n&ZH)=C7tx7u+xEEn}bW7b)BR{7#7&kOcj5u%-qUdj13r9tv7A*<CI
zZ9vwKce4_ROV!O)`ILtn%<JcL7;{OAfVJ7j97&OA#2FMXzo1#wORj<wq5q96Akaq_
zR4rx|s?jwS2iSGtl#4}b{P2h83*OAowk0i&T-%=+8c(R1sW&HyHxeax<mW+uM9TIN
zouGtJtD@}#3|5H?lGjLOH<F442OaWInc)yNcbl+h`+Nsd;1cTS_UVFk7XTmucz24l
zfav!C4xgE*1Ry!;tG|?)GcXKP@|}NFo3$3^wBS9g+z;lg8dfjKqu?#Sjahf`NPpT=
zzNag>00*r*RB73PY1N=x+{P4GTZCh6%{_FS{F3Z;IdCYUX!l`oAxprqEsetv;q*J4
zWn5IjnL`~2UaW`>EO-Nb<11Q;{R*D&$^DjIf{7|z%lzN}9_#U}c1QBa`tTc7J}uFO
zICOh$O-wo2?(L6`ofRfzt-m6^76Cv29*Px5-v}vHy^e^KH~rG~%&KoEKGC%N)+a9Q
zL~peUEaT%%uZt(uF#VlxV~`X@ayfr0G2e>Lp338>{vGVxeeKw}S1%*<j~kl>0|No%
zg?@8~C~w)v<%b85Mu?^F-uYdr?X^&t?tNh2zFg>>f*FL2L&zy{P>l_~g<k=%NBP0l
zlw!te60}14J0E*1G#>!#Gq~-)G*D8%;k;>wFNttXnBk}*7@l~TYOa%^VZP^xN5C_u
z?4pf9<3YRPZsY*uJZJb-#9G@J+-|>t?U>QPY>I7!R%+`troFKx@}0~s)z<i=Y_5d6
zbmEKu{IV8kwvBQ^BI(?(kC`f{9N)*Mg{)%M{Prh@`~qw$2{-fb4mf@3b-^I;A+l`L
zi=a#E9tlgYk{6C4&Sje<1knWPiENoU9hp6t9RO8qXDa&Z0mp54?XmuIysrk^)?h@G
zfQ-Y;f4J?ze`DKZbnr6=lq^<?cEL*5+1}z_ym(smV4QcKglnG_+j{q+o!GM5QI$i~
z*I~7gQ7kqN$rlt42&p}coUKrPTkx`B)V`dx{bOgtlROG)E9G^45*{kXdhXgClb2ZO
zZ%>PpZnB5=%Fc63ytZCyG^$FXh1|$O^I(&QDQKPih-_?9bweTh<O!h)qa6)w-OcWU
zTG+jb#3-;A;M^45!PH&u58%pXok<uqe(Xit4}s0?TkAS3So&P>_rb-%EV@imxzK6}
zV_POyj6~8D2!A!btuN;_&MjQz4ts6VP`PfxoQ9vvFQ*TkojV}6r7)Zr=&Bp;_QpM;
z0c|y73MOx}!5`>Og&i*VU{W6U(jaS}OB@po1;#^7g25*@;eadi)TW<6aJv0|y34gG
zKX+aH!$G53DFdjS72M_P*-^;KOZ+es0Q|-HLFc6vq&TCc)bz@t)(tlLz-xE2FsPR@
ze9_ruSoViOlHB*)+&lU$rsMUO*ZAbnpGJLK;Y|ULgVp!$7DjzX24ge3)gAW&4bPbC
z^x@IR)y4TJi_oa6!90x`Y21xd@qS;9n}7{zj_r*<7-8N+;ia|+euy)w^9Ow5Ibi$g
zFE0Bi8M)Tnw??2hLpjatarzn0uy*SyWAJsM_sP1xL+%sQgM=s=`fgvyMaa8btqO6)
zUW=X3t4Fb-zgTnR<Ktn>BKUEfAge43w`RV8E_>h+FwH&v=)%(lb#cz4Putp5t7b`=
zInw*!&pOGozII&1O~k8B^hG-)Ukh#fUKiAn$_jIlq^Ah->AIR<vp3eOGAp0!J)hnD
z>wQKSfJ+w3@asP*4etAUUBk_Fm=P>vj8?&?VJo-S_H@jn?1h`G8Y9AVvgOTbXOsl9
za6qGbFn{Xza?ltJB87j)BRq6UOrf}k8dF{Di3jF{{vxw3t;`gG{-wnFBkplLLQs1E
zvhN6FXHe$xYaqM@wNUGe`;0yANT5?N<h`Gls=)y<O-3ZFkkynFO^YENiyLZwB63FE
zUtguCo8(3ce8!0(9aQq@py~?B(7SD?jnG*80Cg~wc0_$w=B&EVRkcv1UQHSGH)n{C
z!J4bFRaFdbH&9IfWq>9&06?w_0@B>rLRfRRqocQ23f`FXTYHUp(sMd$r?B2$<J3Ww
zj52iN>mWTgO6(z^`yTM*n4=$t@OhevD#-tlV+D6mekwPVE^cwCA<6<tQno{a^akRh
z*#rpuYI2wpUGgEB&i~N{<b>_TfUc{pJt*1(pV`t`u+)S2jliTF3OMe28xgcH3u#E7
zL`zU>Xf8kok6?$S1i52L2q^u}JU?nMJt6sCve^OX55#;@Q>jm-b>b+GNF+<$;SPhC
zj{8ez|5!a|`xP*?J1zvuJHzE5Iji%Bz=_b69roiIHX{AF|J^J+62XTR=Vd|Gw)`1i
zT-|4L4a5Ezia5I`Q-|Jz1sDppV{Wc7qm3wM@Hk(D*<E5YaK`s~ts+<B&SbD3b*`P@
zQXXVyHVgr|?K*B5GTc<|9}vLtq%#D8ElKHa>}j+^M`3S_k>hk<IUavbw+_O4jikKz
zp-0CXt_#?iRu4)(HW2Rd&&qJD#f)k>B&P_^L0zLpaKn9Uxq=t3421U`)!bmTGcLPb
zn~;&$nbEZ+2c6F^EDSjwsGAcD)HIim^TV#bD0|>s1|V3lW!1#>b7Jc&g<MClLBl>#
z6sVztmWLM@MQ@xH5oQ3e4cRdJ==__KfN0)*!4<>}4MhPF2wWIIOB~U&Y^<L0zL^R}
zdjSyT?=O&<XM#IZ9n_K>6Wn&HlXvPQww|85i>c|G>{=?GMZJ{S@m_`D?z~f`v+y!}
zFX7>i*Q&n+e;d}UQsuP|`dFup3VV3xZTH1u{|sQPk-Bu^WF&&|IPsc>vm+qAQqMFa
z4o}$a89X9bJnotVj~u&N;qsgEy$5T*Fq#{IZeXz7@=9U4T)<=mi0OZraD{j16}`jn
z&-9GK*WDrS-QnC<5D(R^y<z}h4{lK50SRiJbI2&JBfqnSFY<r(%}u9s@#>$qnSKng
zxDNP4PQQ9a(@EEz#m{u(zlMJPrG@V~U9hBY15+zY3(P++I9|FW;P%u<g;;1cio1|o
zxZ{Y~22Gl|-&`RUNruIuSJuc3$z8XyI(o|bF4PPpD5NqQbnO*-RlGy}(Po<tDhUy^
z+<r42al*0DzIl=@JVTyBxk_d({GhK6L4>T2CzXpC)p(f6@sgc8Yo=}>??|M-r|@_q
za^!2N5#5CSgJInP49!pSP5~*=s<qe-gA#c+_#)I!fZL2lO>@J<Qg0jCE})~(CtriO
zqLf{Xlm*X6Zc+Y#$La~h;xYuXWR`zmk(bXffLe{_D_t`<&qDho&&M%JfXZEd8dFoY
z573pM^LNo;#O3CJD3ou6ZUkx>@&xAOh~}21Mo}#<en~>{6Dx$GWuKubE~=iZ00Yc`
z917(qGKiZq;neZ3FIo=vo(ZCkljSNE=L(=Cl^A*o2%H=MX*_7(<4{0D*KmA2I48ij
z8e@E_{G3u;9DFO+dx2*G0iI_JBt5_Y@_?FQA<%KR@*MP93wbtcPTPv<5SzwCY>bqP
ztdO2wr{ik_o;FI6(<LnUI6zWyZkB%K{yb7D!2!epU~*x~*FYV0AK(HNN)|#un|#7D
z*zrWIB;=%Iw5q8nVxZp2kwd@H&|is$8IsU!ll0>zf#BSgg1TE#_duOI0W_4nO)Uj$
zSv9#FVA=pTwkH-MZY*qew#7S&W`tY@c+8a#7#=F2;EljlXDZSTS@q&TjxxWk=>9I}
zxDP!&b@*e^=Hj7?;zZHraq@?QM)gh2@ZvP(QvRYuaASBG?GIpg5xlY9mArx7w~9-N
z&b`_ig7ZHBEyS>(DovJ-`wJwC#85=bQBRoGgM|rv?QedHY(O3E7xNA$bo7l<)*3vp
z7n1flJNI^c<1=VUb5s_8NWg|ktm_n0&EsZ%9SOA2@8>@ll2e#->PPwX8RnVkXEF1L
z&K~7;_e$Za()4V&de6K-c^?I|(nlk}L(S1{`zLvz{E(GBK~Bdo^*LomKImB(Ur1)0
zH;}t&YB+M1%i;iA+s@Xp5?~9nchr~#IhXs9GTd&B1%)XD7_MFPhsW2gPzfpnZfO{p
z2`HhQN;KnH^RrHZ6Drk*VX?i94RvMJ6!I#tM+=#ed2h2t4Ow>1`l9yBAT6%-f#odV
zOlG?|#*E@VHp}Z|aVr&kQ|I?-lXJMSTM$EOcr^i1Sh;2%^SS^kA9a;LOgH>&Y7(m7
zmwv2f%<z?!abGw1gv~`C=HD=2`f^Rb*F4;+_0ViotU)piw}!f$OA@wYe8wav9`@kv
zn!kpjZQUQJvERg?9Xi-T!*4L>l@lYJ)Lpi}kNgDMRw2eZb4f{n7aF>;y$%2Vm_ef=
ze<EgaCgS_;HV_0>``c+pE+fopk8{w8w6Itv+xPthL;<B<^15-8iPezP3b|BnIKqZ~
zqmCd=p^1(mXACc(&Mc{9xQJq^llr5;KP-|}>i==c5Xo$ZBdLZ6VJ188smOcsLIUoy
z$;fzQuoy94YCQ34q~CjbV}h%R4hWDJfUDU0q=54>94PymaqZ=_cVQwXS`+E4JZyx*
z4T(>V4yLIFft9Ng6x@KTLSZC4ci=}n32R159da`S%?bhdXvZK+)`1@PGV_VHI`V8H
z!K@X1J)=xpay}vA8YtGiyQHmuGeir^X7%6_mVV0UKdz9z_KL`nv9FYhPvMTB2ZywB
zLt58KD8g``M0Rd6L=QbW#q}u}!N>i{Cou0gP0F9`EdfFfo2I6yDntXQx5w1{%YEss
zj)dZP0&GTv&Amk~`YJgZ>~JIut#Ooe^q1#ak-JRbrC3dchJB-^7_la~y4QUM$88R3
zpmz=#4dhd#=%GY({S@5yllKU#o#rbZWuO-Rpgm4P!K8Y|8lw6XUWpN#Qrk!nW{?$G
z5UT|!?R^AKjBA!0szugT96(4ntCaW9SLGcSd9=}=&~St#OD^D6Jw$B!2^=a6tgkkZ
z8ItDHp_BXidvxQo=gg>dgBE&;!Ou09)WN>-nv^x|!qWA-F!k7Zj~qah<5YhfPmSC_
zry2vw@%4`&T$b88Ux-<Od3V&V0Kz3*T4MS{keZgY0UEeiV2Qk-P~g)$i%1Civ2@X#
zASjlxsw{~q{_DUbh#RZGL4l^s`_GPK#r>&qsU+vt%%<CeQ&F8Wfa3y#w=0{>#M)?g
z_2WS5^Y8n?u6o8AkBP1E|6x%7)PLaWe{j`*f`y%#0qXxGnb`jyti{Cf|AV!reWnvh
z*d58H-7mMJte*iKHm4X>WI=%L%dpGBh#gAbH+u$49A4t9Yj5Z%yDC*wWZ<509y7fb
zpdsLXMNI)PGgLIS7RDyR@9ez+aDD~=LGJ8SdMqljeoFe%Zu7ohx=L$yb_REAJG=c<
z)n3!sXMe6WkdLW8oZfpswyERKt437nc6bI~vnn55Sl?`sZF~J%D_81%LW(nGt_AP@
zdh}I{UKo~t%B-r@>GFR%Jg@fY*3oy$Y_mMKcj~_Gr(t*9S*<O(Y(5Ll|9U)+=8tnq
z-u~@yW$viN50yEUpFF*UZp#=cI9K!YY3qfUEps&wO11B@-59C!&FuNC4_*D})l#wT
z(vTzAFN;4B-CQAP@~pV^S<1UT?s>f|1)UnS^lCd9?Ne>DTS1Qx@_nkhh<X;K2=avB
z^bQf&mw9aR>;)5{D|Y*QIRT*DQY$_=nN>?PmM&(r=PS>=E(x#5^a54EtZ&PVn$R0+
z?1LcPAH7&UW@eAZW)Izn4fzqCLx6VF*0EVdFR;C|eW>bsQ^Y;)im@a2*cU?j)qJd9
z%&S9f6#b*J3R9r%7Y=$X%xkoQP5F8^nHh<pqt%u*paS4>acNF(o}Jg{`C?Ol)BBp$
zU|ZSiX3MO4o7XbUVaua;`{r3bILVDzHt9CoTjyv)f|BLrLeq|d+?H-?j}1==nlfkZ
ztL=jcg~YTLH+}JQ*m<6h7);c&!1V0G@Y6ZW#L5}a-CPScm6_6j|Li%s8k|#%egs03
zAJm#UDS<5?lKr9t`>ubkClt%)1)a(ma|oj1ibyq%{R!clpFuVy1xtTrLZMX6hamtc
z&Cs={+t2Ur??h+^kl$DRgK0yJVJZMJU2^kf+4VBNQ>q_w6<nEi>HA!-!;W_~2|5Yq
zf_%lxLd?R-RPbAA$ZsiN!)-G%<nP<x%G3$BLGlr}ysft)krAig-}J%^cU`&~9XxW$
zf_)#!9FPdj#2B}=s>FgJ`co!<RSOPpJHciKj9KD?yNRs!RT;1)ddpgV|1tpIuQebp
z#0}Nm0;qJ?z;T0rfE`9UBZRKH(V1{|+PoLYy%4x{&x)#+th06%2$jbUu)DmsCC&J=
zxcy-mP3H*1hPx-51TBlHb9q)Y9Yx#xT#ZRXe-8)IpXx3}ikJSEp6b49H3JEr-er*i
zMUtmokoJDY%c$}`QVRPhx45}WfYjD|W8vl#f{vorUwy<jurKDava8C>E|wpS4G3|S
z(>z60Xg$hhX|SD~aez4SEX)>|B||*?cj5xU4FGAN%&wC%1%k~^v4GqQs7R$AUMLHJ
z3Zv9_OUe+cg<b=;6fJ5*5~N975Xbna9b^e&9dlKjdnL=&G7*S8K>)Ycl{O+;;fUP}
zWT1k?vb<Xv1fUoxB5of@LWF|7#911AEKUX?6mD)Qz_5E~+(j=enza<Z*iDuk;7)VE
z;~5WoA!;oQTbR02gMH39)b{zM=xeLD2WVj=%CB6vx}nK}I23&IgwDSjcyOtJ8Q-(-
z?gHd{N$<A+3bK7pfS47`WVsU(m+CCX8#rgr;>x?~Hn242@w+{-*8Z&G<BT}d6+(K#
zXY)3QJe<o5p4a*8A-EKzJpYy91Mh}yk3cBx1*}^PLQT8L)9PywA<`=~H3=%<XL!y!
zb9@P5Hy(<!ylK&@{CaLvf)>{mjle|^m4=NGyH{2E=`S(EducS~@Lev45CWl*{R23_
zZ2zKL)==W>efm>I5e6({YQDrkPHc(Qh|qfeW+k{V39S3ac$st{M7l)awb%`5+i)#y
zWWCj9(ta<)<dE4X(=<US0s#B``t5jq6wUemjirJq3a!qz4Z)T;>ChsYqi9c;5Eo&;
zy(U{c5{QKt(^Z3%XZ+BFd1>ozy7qH|rXr@px8m{M$7`jwwUYGTXG*8D!#6H|wrW5|
zal5~!-Kq5*uRi!)#*)m=Mb`VSd*QU+!AG9v_6f|n%w}6RbNfOfZeHkrh=3Hqjfe_l
zmYzAPb@eDAw|L^)?O^@76@KQj()vlXOo6@aEHeYNy}vxXfQ=Uh^%amhf^$3Yt@wu&
zSZvYMxpZVyZbQxEtt(|%%n~D7FJ4Tv(Jw=cJ&hfyjSdtluq>q%S)Hd@2Ocb@lf!;b
z{s02~Fs>w&!8z_t;$gU6m6`I_AD&DyFm4#fyOSbFxN?f%v>e=cGnCyEfW#bz0opjH
z>iLibh>xYiN#QU>Q)<}G17+4?l1cKDp4kTKUntKdXkoA*!3&cq8up8;%YkDM4Jk=s
zB8$8(xnayP7!9X0n9zu58Pg~e@36Geq`j;vOm+|E*h~~6XEiQs+(IUv0HGF6@u1$6
z%+L?@LiaHwb+S0p4V(=mRg?SXPc@iiC^RQ?s`d-8B<U+ec(bmpD4QA#Cz=_I1Ue`|
zky(tG6w(2a6`FF87VcD)EiIHh;~}_6b^!(9{hH3c;v;aPck#rc63ZdKl8LtLN{pSc
z<$$QgjjwU(-okk1xgx!dGyr1b;!nF^1gf2t58la~VLvfUY;tkaAw${tiv`D?1^%fQ
zcj~$)+&n5}8P}sYiE=`}4sK#1Y|qkHgbWSd;K(Cow>wyK;C~@Jh;lIGt*Pv*&iA`N
zK7Mpr1n=NTV;qqczp}pTx;@&~d*0ry+fUh$sp5u>X|tjT>a<er8-i@M#ZX;l8-oK_
zWUs3Fv^qQe*DqP3hY;Hd0qTi|W!M37%)n3A`y`GND<qC1&)<u)8j5Wv2`i%fOobQD
zsxc5>2r=Ma>Ae?<)GaNdK9C%;kB@eO`%6y9{7c?F7PH*3`j_H3Fzv7K8T7BX8MJTI
z+!vGFk?Oa?IACc!WbD8$)<jFb!IS43lu#wMk-1luNf<ABcUR+^0hx2nMXL!j|2-(s
zU%N2a>lrpvnLjN-khB_y%GE$HVOh-I|9gweo0g?<Wr?8C*gxdaIKON%CXF*2kIXY2
zqbk~rSK)nv)YyNX$$w3)ymP$g(Ty$3<Zu&ROqpQJ8zoqUg)4m-<w)r4B#PU8*{L5-
z@pKr(<xt&d78DdxczBeg7<?EbWt7?MrzzLdL23#v_cYr91q<41*YiQZ(F(e`2&Dv5
z!Xa0OC#-@B9f%q0$2HCkRlF6d#!F_~UK*eR%jZPj+rF6X0@wCLpkT|`$evm{AvBtP
zIcRX41mqk?0d`EJ1V1v=Fg`WZFnry)D`u^J47%4>i#57$<wT2O7CMp~8RfZvwWAYl
zOXt3f5Ob9!mJ^ho)?<j`z7xuk3(Girbe>8;#bjn8BQ|Aw{+lZonuhr#(oKc{PLV3M
zZzowqU?8pxQoY%XQVBG&lOgb2V1bot7wx}ML@I|UzjBw#b^WNIXLhhOIuc7`g9TVT
zT|N+B3PJH`+=u{;Q6oUP$Pu3$p3J7CXQC6ikfksPN=PK0r%GfYELk8H%&a8-r=mHl
z8xt#5jXMduD>sr3U#f`Ee5V}~%ZHG~(<EJ-m{qD`Sq(|kCc?Rl4t)~xJ=pt9v(4lP
z8Cs;GOwIy459<7ha(_>$Aj>z-vi)eDs{LqKY>KP6cyG2eL;gmZsg_%aDVR19iqNQ&
zQ7THdpY=4~p|C#7GxF!OJt!c5nHj|bxKY`RF}bAMK%e#$c2ow!!)Wl@iaaek17{(r
zfb4|>wZ#D5UlH!FKp{%tz@s66>Zpr+#$D9nESMgFJWP+cFxlO~YLfwauP#JqVW{F*
z$}|v)Jxj25J1V|u5Uqy`-O@prQve!o7JSo53zjJcwp}`4tt%M)OguK$0JfP7rfbnI
z3$JIH8ivM_LjuI~#r7dVZXI{-UJylDXAHD(>A+^jz(rPzR!<Nnza|TjQXF2Y?cw#x
z44m!+6AH$~=6O(l<v;)jL^nskCIvp!6h6?^G=0)vSklcof1<iy@7T#OoyiW{PS@vW
ztQ(J8wcTouGshdX=l4v-jSSZJ#1kK!((LZdJP1+(LMm)FC2rY8KyU<ph3_O-#qTK5
zg+{dfMyIMgFqmbK6L1(vSSBPx1J^`Qwju3PA_JibLO~%SoTYw<2o`n?wWfM$w8i<g
zg|)#7=V14cScG~5at*gb>n`8Ofqo^%q_pNJ+^;DiNu+W5ViG`MQL2P=YKQqBBFP}a
zrtm}(s3;1R(JP{Vh1V3Wh+>Sc&=~tgG$ABrs1Zb)T$n*2A8jHcN|$I5pp7Fu`=}tz
z2Rf+yy|&OOJ`}S$p=tzCiQIaC9T#g7%0-vG6KB$^^;%UmSp`2YygJRnzyH((2czm2
z3n+7_)`rxfZR;1=SLUhigQCFP+LnWj{^jC#bCJbL-}+9rAhY;d#Xq^USoNl(pw#88
zTXFrMpt!q?Fuz6t3C)8~KL2Q4EHeApkhsLKp0mWTNvKk8uckO~Iw~zpYn34cDmVI<
zEHq+ih#;aFg9v#85<$wDlq_8txf7F0O^ej`DyKDpPPUKzrQ;T))6QO^xdNd|%|hOB
zq9*e}EctzG;!dZ}V$0hE=F_S(`5mJ;9=AxD$vAx~C9WDtb2p;`3AUA@z_4AEDa1dD
zM3N9a;wX?Vh#1{9L7ehVk@m45O(6lgS45QW%aAq%pgK86{mOW`g8&BqbdbTvhYcZV
zw5b4te;ULHb362?Gj{cdShHI-F^Jw9De(|Hj;zCW4W{QCBA-LtjNhmTl32R|(KCq9
zjpeI!^68KXR_DV)Ev&b8FKWFV$M|`;Goa;na2#5c*<oi;d(PPlSz>Xtf)-!jLH^(O
zn1#CF04R?Chw$?VJ%||1MxUsgVS!_?Kt0a`uH;nXUwFWw0uwo*0UJJ&c_GfoT%CHu
zU4v=tDA{Fmj}*WlYa|IG6)}mNY$6k+awyYyvmGIeEG2^?v)c#>ZoR2XzYPfCA-@ZY
zky?+`C*NYABOeeaF!oFnGe51s?<GV!DUc|o#}Gv<c%wudnHIyuZe^oHB%78fPkwbL
zD<ouPAfdi@P_8JZ=TMoDqj6&iFcu0YI7*jUHY((V8y|9|Qi!;QIKy1On@XC)*QLC0
z?Uv<rpXU$<VN8?k;+&?>dfn;YdwC>+wR%S6MSzlnMd9~9f{O*i&tt9S5QUn<1{(>(
ztPp5g8Lox(*`B2cklG!3MmQWe2%h>w9wH^S0?t?*>YFru0JX;YH_Y@0vB_d@m8Q5P
zKzo2e*SBW}nn+Gks*li=*~>J|aw>WmYbknJTWPBaDOw!o%yJc6bf?kd#LBue${%5d
zO5l(XWE9E*Y8>D;)M@M>N-vdyptdoF3bH(#D-ZE#C?8c~q#?ipD^VdCORG*c(BkRB
zpz`KCj{_Aleg(@?9g`;``Z5tkoHBkHi&nED^RJJte8dRLi9}am{>vXkYd}9JQ88+w
zj>)O^YbNfOi3}~}?~@Y~!SUw(D=~Aj)Vv|1;+>u;xyn!v;U)WoaEQkwNfMj!hoo?O
zSEzFgUq{6D2V~t_>DaFkI<aKz)9K`v81HsbWYI-qv$883)ohZeyuJOQWiRc)9ncLX
zLDesm&zzWwgL*?H_;F*jKT;S(4ttM1Qz1D>gahEKwH5F$i2J6*CX%dlCRAwtqUAJB
zwh0ecNhnsPFA<1@gba9O&_cw@j&xY1Avjppvw<Pf8gt<mpD{G$UNBgNK{QwoFwuXy
z`GJ|f1j2&_VvRJVfeYeTvIT&TBEEF}9XWnNnM&^2lPO~R3dCK%WE_k~cjb#Ye#kVL
z4(%$5xPL~dpbqVdOIUtX$NqB?(N}NSd^2%<|E$EJ-GjU9S4^Ji$SzZ7Op#qDpTm=T
z5A&I@4{1R7md6vhB7(=~Zzg>)UzCzyFTQHp<|@;!Giz7n4HF&9uUduyQ=DrP|7`%Z
zSo;}4b42$-bON<K<_Nk&iV(MKQ(q!wg=eryP?-pqy6~}hm~mtR-1wS!8Qu#qE+agX
zDkD6jE)y7O#}L;{oU@SV{Q)L~Qk*Ck49a+v0aF8`_<j$vKq^HHtb6J_2vUm*AgN87
zJOdyf8VaKp9Et}|C@IfKJIo>@!~WmlIW%N#W_u1-%WUL%oCqiRQk2tt5ylz81ncY~
zjz$N#NR&gI`G2faS(I(Y05yaotU380TgcV0p(umI0q!#@nP<Wwwld)@X!&13gb#5N
zC9sr`%orff$P(fT`?XwNkr6rfFmqZSwCqcDI~adRu+>Z{=*fI8Pr#-1YwqryHY)Xb
zq8AaYm7S~lZV&0zN1ZQYu_?!N9|GwO&{YNOfx+iV!}c5VigB$HHEnJW+9ta2b}rjh
z-QK_UZwQ`lV~KQOu_YXOEt^?^A36n`;NczA#xjJqL7iua_`?{mRY58sP}yd}joF7g
zAcM#{Y}Ml?>dlZUNv(Z-UID?DkW?@+QB*K7GE@_m)E~0CE?Kqk$-V|3?3Wwt2eQ6^
zL}Ot_FfwZ)8tyk9hEH}YlXnr`-X{tajF9LTJFvpo8r-M6Q-FtRBM%~e81RJVL&P(z
zAumxp&PA|F*4A@Q2v8^)5+qYFAw(KuiaQu%LWoAfkZ3Z&6jL?A3{gSBh-gZ}DF5&B
zvd#~QdkjeJ<-;}~KU^1x$}<J3iMBPt;+L&4!Rk~kt;nJ@!RozV3xO*Df=he&w%x94
z?IsO^KXTOY2|F}*>FV6*O^vfpyC!Mife0Kgb`THBhh*}cy0ro{bg=|<d{*>;l%t{O
zEAi!5A2=y?nOOP)adv(J$`JPlWEQ0X(02Y*UUZVx3&`iCMrpkjbM4bqcNHzm3kd8L
z=&uh$XPE$m36nUWq)O8MiAa&CE#qs=0Ul2dU6C*3XbvS>FJK)`z||B^IGD>cABU-_
zh`gG^s-l3YNl0Co(<J1UzcNNINe>c<WDHYCisDozL3aul;X9!yF-q4zOZxsf_blVY
za?nC9f$O|CC&L(ti5EQ7TBpKal?ki;NE~3&?gkSKfot?Zu$<HD>KNWP<pys;9cl@`
z;Bqj@@*=?ubP;ETWsb%kIZ`{y^xe_|=Cj$jS^zS^t{`C|tRP{dtVA{_19fRmx7lls
za#{-&B;I5&KEMN;ntDR<w}1{w0wgAf)V4GLO4r(=_#~&L*=Hh;csDbTxQC!+BsiuN
z8xnaz2^nj4)+8+S!?|{4Z)z4{0@WmnK%z|$k4=S%#rbzeq$*GH&|;!;Y9gU}Xd2Rj
zYW`2_*$|~eC>UKA80zLj4?jEX5D>|o0Vm?z4)y(Ll|2KmOYse*+h$j@<;nD|$HW^V
zDx05e?7%unVlJ~hDMU%Hv_NABOQv6LO{QP<O|$mxDtAX`{zGwaLUW<NB#suH5gv@l
zJk0}YSQ?vzSVWJ|y+i}T$euJ~9oz-skik9V%Dgq;9!!N1p9o28*y<6fXne!bfHEKD
zGFlEyA~^&&8`TU5q_ME~)RYVeB>I;C7PE72waGZ34!xYnk^)hb4Z6X99z>FQP`ntY
zr#y3Of&q2B1_n9eYocC}E0pgm`KnxURT96asYu=V-TdMVCx<p(jP4E996GFFd)IEa
z_E3{{x3*R~`N11DOfTA(VIagYYJ~d4YO%_#u_$MK>qeJNkD;0wz5edRxgO)gD<hDT
zUK?`8NK=4Ik=mG9k=j~#1}28KJb5^Hk#(z#FToyzQ4!{l^uxha`-*aoX+1j{jW<HS
zWQ4@L!+{f%OUu7in#J%Ov(SL%FExx<#%M-DQyB#>Sq8EcyifjRTs(|;vN%{Sx&#<V
zBgx>o*}pTAL>P;SWU%g^)}xP?UXmxuutqZkG<w!bT>s?>6`3F@vUJQFEf>Fe#7G$P
z!&8zRjhEikiVUdA8IRF%mrje*jY4Ch)Km5T@y1ny1%LfHD0zQyDnH_xkKZ*o`?`?3
zjM}^H(;_Dq7+#*Js|#=&L2&Ko<19#c%NUk29!S=ygqo;Tj@Cf#W@wAzapTTy4<Tv8
z5Q)mgYG{OKzYNI(qV&2>N-$g`$u`akR;E!|L82GXd|5N(d~fmETG@O%KKnTV(cwng
za+V9SKsa*pLc_=jg=5GI#hpSrCaEf;pS~0Vfl=SEAlB<;oBj#~?bM|vv!vYHs~V?J
zcr#_<qxWIN1a;h%lKkkXBP|j**OFLa_$?{!&i#~4)SdMsjlhE16+dZ0fabsww`G9B
zI|(a%TV4;K@Z{iz37KUIl5f(C@p7xlfefq48Q3Jl|C)^XGm22V+sxdxac2NEZB9;<
znpXk<thm|XZ|K)|@kTkJ&hLvu)tOU72#Ct0!h+hU>}ACtsi!;=6#<$ml+CIU8=fGI
zK%WF-7c~g-1Y(|{Eh`oklUuK7MbNy!W*n9sVxq-!1P{|j8N*A6=I{<Nf&g@DIOu&3
zQZh<7V0}KkHHLls1~8vY43bPa3_+m~jU-QkO->POUF=UZtS;DWTnMU?5QDBRN@z$x
zTasQ7|Ig~^6Az~Yf=nO+SB;H8lf=iM-FXnIj+N?{lenvW_>$&UNUS=-Rk+nk^y$rW
zPa1_zaW>+qHoZ9Cbt6qo!fR#M+6Kb+b&S-E=_}mw`sPCXA?mKut<HdJ9fO&XL!c6&
zy9fni`vaVcp-FwG>X$idJYqDuURF{B-eKu*4@;R71jO^XghN~U9;6M5niEBp|E9?}
z4;|M(Bvs;=t_b5CUquwDmiPtO|LEh57AKMSa*fX7USh6jZ-#%AIS}Ye%z^ueC@|);
z*y?q|MMQxY^@nIUNLz)>&l7hX1>TYNazFRae`s-7_$0EUP*<1`mrH1-IGI<dwmQrU
zl$6DtFS}TU1Aj)@<7v<$CCUbG2>+{-Z$<>T0G9N!;7pS^(6hSccVu!@44AO!{^YmK
zOM9VKw>ilKqV5-GZ7>*QckG_){DG`ZpSA{#vlWrn(UMtxWD6-S&3*p2ZLyxxJA_W(
z&`d91e>Klvo|zXNg7X_EevJ(ktd$W|$OaC1)YY2};ps(#V9gm6>UAG9%J~8khV}W-
zKGpRMP{WI1#Z@wlui23skJruKa!Bh4Tv?HejrD>88A1Z(447o%sGuWa$La)OQIToH
zT51buc5;e{!ErPVEmD}ab&5NhXqGFQ$j{z_64R*4L{W%<RC1##<(pWlqT?uZ=*+=Y
zeyW>~ou)MI6l~<^{A*5Kwyj`rJ|kw}U|BZ7tBWa$4qqn3NS<9d<Q^Nb3I8M|7xBXn
zHbuo<SCC-rwy(O^A0F(|^jWi=ffLs@RC0IBe)WrKf6_|y4&N#1nu+>Xll;0W2aiqi
zbjrgEX)8y%%kH*HZ?$_^>e*m=ei>~w{(TOZfC+r~g_oHTMRPh(!n0PRk*QLnmD6q|
zn6`Y4=`a+FHk(U8Al?oU%%P5bvU>(>z&Z;sz*-8Sd>#S9R!CRXHU~a1oeexN9nAn@
zmI$sy#}3Up2R7tyr3b}X-B&`2x<VlX09syJXkVd#?VZ%ZEUb@cz(PN|RXYAl;;K`S
z?vtnQ7&I#iSoecQI4I0>W(lx+IytbfODfdaJ`Lht6AbK>B`e8XTnp|>p%rF|#VFRR
zwfssxc3BpAb7Dd2_$|G~B#r$wJd6G^OqJWb1lxey?W_Sggp0WZ;UjEldtTV%c6NU*
zzB-aLi!5>cn<hfS*L(Qd=`lhHgt@xJ{SdXR5B~Q141Lr{v22iJAZQ(kRN$5OE_)ov
zrfJR<H6wd5ig75huq26MG=wr4K61P?BNfG^K`iY=bYaQbJ^e{!cym0Q%e9Q;`izeT
ze3J<z?8^>mjnMD5^7~ah(z>Co_&Co@$84<(TE#-kOHon2OP=?kI*gCCUR>*?iPl}6
zojv-i!Brw}jaXAx&6R~{WD;$SDtsGKU|c<-s<1G(D`+BKwTqD}cQZDLZ}9bzhWW`?
zEn45fOVz0re(^h*ozQL9dYiu6?(TJ+SD_$vlT(pxD+D*mgo9~6ne9aGLJ6uktt?f1
zZAY)Vuf%ss2Z?evb&Mh-(G?{#UN;g8N!L<ls<eEYj@wM8%COY67Q!N{k;r+OV04*h
zP5?(E46zuPVfT=1G+M?b<=jK~YJ~Z`peVqwU@e;Grs#+eX^CKMd6BdQi2?yjJjG(h
z2^ssCilmrz@09CZ_mm3|@xLntT<d|6^cckh&%X%LE-?<LfEI`#Lllo7d9^&&kB7z<
zXR90-eQy`j%Zsr-y0^9-lw+Qk5o;qf*L#H&Jp4yc!}<rAnzuNu!VK0_;)%0ojl=fg
z@m&)zu~$jVD#swx>#E$DOtxWt9Mwy&NWYReLzx{3Zp3(GXBhD3txVMnb_Cn&tL#r3
zMJPcfmZ?A~m!*eGr#j1Vq?9qKIcJk$AUhHO8SR*G3YMGp?Wa-#g6IVM<By?m8jL0L
zG#<S<P@IqV;;r-rn8t>}k3xkC)$jl#59>7KkHliFF>y#GjpXjSIbJ}3)*HxW`MLjz
z;Rf=BcucQ<V9!YI&C}qD(vl*E*W_Pc!?;|fYu)&TiWiBTtclLtQuC)u{DhJxdC&t)
zU10p#gf#`V>)y!NT6^wtejocr+H4K=aeQT${z5ZM*vnPJH%S}1?quaA<<mB5W_m-l
z*2nnMG-Cg1#=+v4>5crVD6$Kc88$FHo=9hmJq14c^v*}}&NC-K0Kjoz?5M-@7VM`h
zR(t0VG!o?=3B?atfRcZ<y#z!r?QpUK%;=4ej`d{3gF!lT-Ni8}m)|E2F9tbavagR~
z0$Pd3gj<QnNYeD+CU{Mw^Sar2-tE#Cj0OqRz~qvy(gz)%YEf9zL?Q@Ko`3*i!PJ=i
z>J1?R`-m_$O#op4C}N=gw|d_vQuFZcbV!pp&DD6^Hkra9v~F_JrAQ!^*;_}q5*su!
zd;jt;la2@PBxWxi{k$kF>CBiZAsU0SZ>t$R{NuN$uS=_%9K6}*(;LlVQQorU8^8>Y
zGN1o{W&i}PA(_ApkJBXv*utiNcglP1o>WFxPI&w87bt!0M=bwT*Tw<)w!Px=mfIHe
z3tutE{_pq<k@lGKyz-dhwQ{i}AoPTLgB`r!v;}yJla$ER*(@UCr^g62Nj-qw`k?Sp
zN*o9Tqz1PE;%3=U2K>yZP%U3n2o6Xg;%lsZ^rIP%5S*Ms*43k2wTz>L*Ppdncb{a+
zcb{YmPhXVr58vU0=N}5ir{6--L4Zo4Nx<sDexTx#A>fd!Aw%#%iV-*h`B)rvQ8rtG
z0P7|HS!hOKHqb!?Ru;uUME4q+`Q~$r7stbf1mW!qgO}+!VKea0`+C|Xj!q25s{_0X
znQJojdMWO#Tk9eFuGlcSkWDO|yOmQN-usnPTk$r&Q=6GM8y~)jhQFj>@j}IwDMCk;
zwn@N;=qdY#a1fy9GY0@-F}Zn+$m9%$CsAbrQ%dAb;plXxCL0KMOBf)0?6E62P<;@-
z85}?-3t~!vf7$~9DbpB;N;8`n@6YCW$e!e`=b3jUN=2Y46pBGn#uow)#uk7gQ7ryB
zAag+#V~YS46!U=QWb^+qK<ek~2!QyfK_LHdqICRdQveYEbTAa=wj?N=>gH2tdqk~?
zK|D0?OU$;2q%F@!6fb+|M4G%o=APHx+xQMC+|BEAyQiDf?j9>|^kaXtr`G5-=;6y5
z1Iq7oN^YqydDdQUKu0i!`qqV-r#;F3#doF|+Etq`nM@N80g7M^vD~}edozlKPYN3G
z?w;W${c6*npO&{1bZtm7&A%l7w^fwS=7}Z~<%6n4lIuELe4fp??s%|}J)d<ZE$mwj
zB;|8&+L+Dx{}LPzLtYUWvBl=({3S~`fN7aHIxUwd<&e@@38MQ6pQ6x=M4lhk7R93|
z6;_%iE4eau(tvLi#e|(9lhO=%KPt>MM>dZI&o;z)om<%mic?$gb2Cb7x9;Y#s$GHY
zt^mN1yg3+M^mW06ckb!gKG!V0V8$7S$7AP<`E5EK$Q;*T?y5p=x>aVA-FZkPcPE5{
zbumifo=JfYs!oCms%3bk@#v;WeHkb)zi|543ub%ifTaE*D<)|vUXk44=%1|iO#w1m
zBu8)#fh^iuCm4e~6_EE5!r0Ox!*P@l5PyNRj2+QFvAPL{za&EIl5EZW${ob(68v1>
zno|mcm2@6Xuo8)Yf@wWXr$Y21!+g<<fbn!rX2jc`NLMYailxCoq#z+7(@Mk?jdFMw
z3)JBg97y>C7Qr`*4y|Q_2d)%IL?~I$R7!ewK@2Sl0tFedjkbqm#(=R8Lp+$BP(z41
zMvhX0mZ?T39Rc4Y7}?E*UU)ay0T7Zq9Y+4B2|FriU5*2;HsKI-naD`h;ea>$EE|+C
zGC+W3V>y{^mWD&AvduTOuyHN3_2g<Y!}wdjj5^@v`09T_C2a<k8UW8f_EEaY{nPm^
zs8r}s1x6+m3$N)Ap;)6B;fSjQ2vtExF*j_y&i<rxSYaFyo<M*|k4Ro*qNt<%P5Kvx
zY|gZd1_L~UmC%5=tT{q!_K#3?hNuu7Xaj^C5r&C^*dU1)8y=kQ$$h?D#6*;lEQu0^
z(?6n|jvR3`lKqb;{}ah0+5d=gdXho{w$neN%t*eXh~f0#Sl_jc=U_WqP9dKiY2S))
z@)B(ru$8MYgJ;OmW~R&sdU)W&zg7X!xs%~ttc5TUGwN$`{l(G+x)1#pYY2r}zj3j;
zz%~D+K$h3$yjW9PNdVQm4S!;Ec@c62Wk^={+-3C$`TFvp#(6{!qR7+woRsl>(l#|h
zy858f{GR!t*7Yl{#xbkSDOl+bBU~u}L%N=CuK-JP0?MD;CNCjRjLl$r5@DS5S2TQb
z3nALXceC#d4FtLcMv$0x*jnffgJlR_gXKscBTgO&m?=5ITI3BvdJ6F|eN5x}ni_(R
zv?SbCvJDj_VhJ82R6b&eCW7F}!f<G$01MKJBot3X2-mQ)C?6H0CQw(6<=SJa=Nlv@
zxCUGpmZ(6MH7!AXMSXEymyd7e_3`<6J-3%9_xkd2QQD6G-||%u8gDWl@V{+$nzscl
zJ02(fwdT(rjmG@PF_w1C<ze;HU>8R}s1nqGs9eJ*EM4Yl-t_y9X-<{HC?S{C1U7IY
zp%kTjjyR<_u0iRtA3lBX@DE3^=;0FihmlweUOHowo9mYi`}@s5WcS0Nte%6vjYMOd
z9w-L0e80L4Jy~}Z*JNI<!i?w82Q$WDKDz79ZFPS7dFUa1M7(t}76wM5bkS5K(l8rK
zw9eOcF!r*pP`qY_PMg8kRr&9tAzCmit10R8@*fB_Dna+Urck_TtID*V)e&j*aZ9Cm
z+JQdDNV~S&c|>*cU*%3J;&NH{K5U@l#xV5>ob>I$+bieNlyUCa+_zlBBST*jWgqQn
zGET1)W};bEBH!_l@J07J)sMQ?*vU{R;y0bTsxomxcsP>tPfz{Mj>W*P*(3Er9Wv}|
z^cqu2Vf1120W)+&jMm8J3SzU>d%<vMb;!Ow4$5UbJXY{%SdAeH(Pf89_S~jOxOAZo
z)vm)PmF%&dXWYG11?|vfryhIll=xGynlmd-V^w`_U5AZ->b3pxVO^(%H~Z50Zc)0L
zGjF5q&f7i|a@f*&XNskSKEsa33!)^K<-mgz81dPgdH5%;`un$rk1dG3vFdV*`mu;3
z@BXcG9bzRr+6P}exD4Q`qU?N58YhI2|5k1rLG?1ITKFQUw&P91SHgwHG+myw`FSJ)
zX0SX#34>V|(lF5nX=sXpoLH=n(7gf^(y-Gsn&O)!Ji<WskF;+jBXj|Sc?V(nc?@a$
zB#e@rli8kV9r|9TDAiSfVx%Bu0S0m5jR}*|QAM~qM>xUw+UNoS8FKMeME!6;_(C+I
z0X?;5yqRLeeC63Rx>*FZDe4qU1caLS5|Ofz$eIy)BXSfj_4WuNLr_jKW#k%1pr~)t
zsjBs_?tg2KaPL?GB#9~sK5_m3!Q7+;rVriYx>JBU)R4>HJ6y`W4lB-f%mdAzJC&uI
zQrot1CyoY-O6w99WlgmKklOiR;bdEDHGBtvPRKY~DC9QNzQ|gf4<9EkArURx7l|ok
z+&cZ*cO_TSh;=Sf%d^H#6?wHT?BzNB44G43cXfA^!IxcIrKp;B=4hIC)?~^ve`TR3
zd?+^sSeH)gWAgtkRnsH9Fc_H^iKHl_*#M`u{;DbkE|H<Ywk7DMw$jn`9hfWO!FFN{
z3>FjkC$nK7K29htQPS3C)-5WbsS#pv^SIbc{zC;b6~vI-JS~2TxDiJ)mCPLOJZ8Vm
zTu78TYGs-ya@EXKj%F(nkzW-q)g|_}I+XtbUec!Kz}Zc@*_YAWrnESwkR5=6F$VNW
zamg_6-8~+}$ftTwm%M7FKkSoIM2h0!xC$tgE;K9!!e}<M8`i6XB#D=v;zZ0MG(^dg
zy>5RYQ9a2^43QJO8)y+U4t%Sb315M89n#sFRo~_Ai{i0lJwLK%Kk(G}zlydgcqq)l
zFN6Q)tPHGP#*1i4A#InQXXW$TqAaiC+J3%`|AJWBemFdj-x^3IkUgbuH-8-YiCV&Q
zYWqB(h6eQDtLAxsjN@D2Ka(X$?0iq^t-!r`XYYmZul@Oj5#e(!(7PL7tv5Pc1Cedx
z=l?zeC0TuIfQ|2EmH171{}$2{U;5Qu_On|`SN_HMz~ApdzzZuzTFMJGgX24Mt^x@f
zziWd8L47y8)=vn=U)=QTH~uC$J{;`@W^MQLMps}Xlvw*@0wCb6+4R~Ed#gB|3k&>_
z-Gv?QBY)*Qz$T+r+Le6iq1}O`I?a;DFw*LZ-;t6bQg{dVy6?I8dP@2Q8_!z(36**q
z@m*|deimS;lQX#MtSytr`5nyv<nH-?J!wUKzqLHJPzoS6>WWZWo0|~QRmn^5BYcBi
zQ{sQy(f=*D{yS23|E$l*>dZxmu5{-2S6uQ;xBtbaExpYk7}ukHr>(2q<{3aMwl{9u
z1fOfwP2HhI>$|EDu4j;O=_;`max@>jC_&MylWkCAjd`lfl36oG>@5E|KLDf2&tU2Y
zy1oeAQX^s*w-tNoxu?Mp_`uH!X%|cB;~>A}D?f0zVx`Pnp`WYQCg0+$%1cI4SGEyR
zGnvKj^I>;I&_s=Um&QuA0W;LT<yjZTQeqGa)(vZvZMFWuRMp=9z+lp`AaCAPViIZ{
zw&e0{3*H^Y?QPrU@OERlL4&oSg0)~>dq|=-evK3=xLN250yx_UUw2bwwcPl^)7t^+
z3VJl~E^0Nc(u10wZ|EAX3=wW6F^jMsH=sjb>kwNRA@FE!&qc4=6<NstMn8S=&Q1PA
zN7xslvhCUn>!T+O{=oo#Z24Ks8J+hCZ4X`;Vsdw=@ZYpER}bNpu3wIB`p^jnY7jQI
zEbQ{_3#$|?11weUFk0t;Bi>%Mi4e#xti99bxt31ZZ?P!L3?4qDF@ncV0==HwuPofc
zO2{_^C+N->+im^DyirY%>h@LNtfkTy@C}&_eP$RlBtu>xW;v$yM!o_8saN;E7<;Gi
zOq-}_G{(d>Cbn(cwv&l%+qP|EVjB}%Pi))R`QC5;`{X~_r}t4`cVDYl)vBuQeRy!6
zkL5_5O*KD05%2;zg9Vn8(`dS@>rLT9Sj3Aa%_0-$&g+&{G!VN_L==C7*1fuu{%wo5
z%D)|{$7IZ6Rgqh_4HKZKoKcybRF+%Y(}1q!yw--`K<NvaTHEa#jVUnBzIoX8jF|x&
zn%5Q^bpjjoe6UT9b)uf7b$5A!)^<i(I7yhu4S~1vy39bP4!0BiQqTR&0H2Ubwq~oy
z$#gS!u1TL5Yb~|>vl}CJ6^w;ai_qDT`VjDyfh21E5Hqxkh2bCt&@Zb8(y4F=3b;d0
zJZ*kV18c_B+5F)?s%2_h@8|R1nTQ^dZjiEY>xZD{AbCh(O=OTb&kjw?Lf$z&GvhV;
z(+XSMPEBv5W<-CvIMl*zw{}N&`oKJ!259_i%rm)1{w8(lVD}~FS2nCxvRm0ow(dD!
z#baj~lp{FAQLozDyZ9jJm#~9Y3$?}g_U}%UT~yLJYzVSrsa_9qqj)0?oC;@^c7;vf
zfueeZ;aC(HvqU8SLg@mqWuoGea(Xlf`<yHB6b}>(IOe>T^gYCA*lKjHw4U^io`5y)
zkl>xCu$EZO*=<YlIOA~mYzbO1V-gl;=VP_GVj44R_&h#R;~8JD(_Tae@lMWY0(;)f
z0>gDrbQ~@bW{oWU<?QF*>$4?b2Znfq=`~C;Sdmh5=rzE^?=dG<hqJ#@>*CFi3ySkQ
zga1VLg#znD{X55ysrvY9xgKo9&0tEPejicFE6SPY5$-fRm7tZ`tn6D9m+PtDsw=XG
zWYxJ-$j0|<4`QUcw&NH4;xN{HESq$n3Egv&VEJ<bXW>Kh*4J}YTY#Cu^`3+qO?(Fd
z*2_-dry4=Ij85L>sCroo>!I+ZP)4U`O>0#f$`FflQJN6^XGYHQXx-|0rqO=1>3rz)
z0j;mx5*wRM7G9F{v;g;N=gO~eeJ2+BXlR@O=~~h}0pXeJ{7dO#qaCu4D1E08ThT@s
zK%D(Li-yF49NTv()7H@Xb;tPDkJx2ncLUQh+bu~mhU!=-EA?alC={~J<f~vwimq9q
zTG7WRwA=^YF&G##>b3(2`X37^@YqX#GLB3c93Xmp+rZ8F2PqsVuTIjpp`FzIyYEfP
z@*}_q?B6AL@~Gv$-jmXGg~t&{bKXe$s`4ao#UD35=c%U@BDsyVv=6?&tu=2#4jbOG
zB8F9CS%CuR5l81Fo_y7Wm<?_32Peb<j369Vqu&HSm2d2!4W#HeUNucOV7;S5wD@hc
zE(*e}z7(rRN_@%t;j|x@Yx9b8-WIh9n+0SZw7To(ZkT;Eu@c*sKd?1#*k^@=xT}2!
zHk2>hM8wkEFWip06&4eqyQDWGJU>^?wqlYPuK-Z?LBYj!L`RsmSYxF8XntG2jP|Lh
z97BAdq-Bz7$C6|V{yoT*)M@a%+^<@dzK>jIi1}4bN1Rax&kBxuL174U?O;S(v7}n4
zkQWQC!Eq(=q}M}mGk%UdGZm)nkXwa&@iTLn1|d*c5?(llWWRY*9dL$q3BKiKw#`%o
z4A$U2l{Mi%N@#DBZ;q7`r%Mf(XEOf9JiZMw@lB}lR)NGjaZqiD0pV2MeJb*~6<fl>
zTM1J`)C=O(8)w8#MKNzvgsHYQH4h#<GxN{Qaqf`e_!QeODB7)r-jES_Tn78Yfr~88
z%>Z#Bq<&5ex!uekjk{~i6BQ69UGn41!0w43F0aBt7-cPQf`yqT$)4|<5R-M-A)@2N
zF@vBZ<Y-@P3*U!@0+wl04Y3DGZG=N)4F;kYs|F;4fnl$Br*~Hc(cRl+G@!$!Qk^5e
ze6nMsud#{lu5@Z%iaGWmUey;Zwq(`XnUIVRwbyU(Sj@g06wQ?+M8`sBK*{mIL5|Iu
z&hA!(ai8}3(1_VcVk!fqG|UqRR<dy>ts*5C{+>L#pb+}9%&~$Ush^{Z9h|c?ZdWhG
zb0*yuOJd61mF}4>xZBJ_nH}W=vld~=Hc<eBeYnZK#%gm(FV@Y~Ga|7>8)h~~o6iu%
zqtc4q?$}?EuzdTID8^;&z^9WuFj9qxW+P}v^b-uxfS9unP1BX3j^-mT7FTp6&g$6p
zWJsPUO?(v$!~+J2^8GMws3K+C+;)&vRB|35hn-vbF_C^99J6*dov&E-Rem*(Cpvs6
zwXzphaNR5xpg=C=j;utC`o;oNSg)Cg<MEf{90_)Iko$2j=|S}D;PQyWbBffGy&=H$
zT#iga03J)9y9s<;{5<Zh?e|NoGJ9;OS0Twis$Z3{+ujb>G<;sGE54w7-fKO-n9RLi
zKdLUQ=wBsa{zS~7v?1k%#FtdjT@U7w+}75rrlQR7cw#Z#<Vj9RNdI2}r~iUW|0SK6
zSy)*9Pr`}i|Gv0~<^R{kJySk_RFYN)vY9!+#nwwTLH<>X)Tpi$;dgvb5yg6`j1=l0
zH61($`b=I~Ic;9R{we;%gVPJ^v!%WPQaAxvC9)!C${{Z`o&^^*aR7n<VUNJhwLbgQ
zmJRj`{ioOc({Npn!{yN^`Ah5eCQr9Hn>;%L{nulNv?I>j@zLecN}Yh&Do3x!;~>n(
zmd#u3TC{F&9Dk2b1K>jM6GpP#XCYuG<$B%cgiYO;`QqL1{_HV|-|qWz`^r`Qv&W$p
zdLz%3@FJ7Z_p4X$^GOt?7dA_so$>cIWheD@r;m&)=BUs0?*wY(cPp8zdpwfaj{475
z-Buqb41%%>8^Dv-8}rNMz3r;J;YsP`$hA%uSj+Y`qxe`2!ILm|h(=|)XArcVt2!S`
z{L|Cn6_pQ5%Lc;hOe;4+1-#D(HQ71`zir+2^~>W-)+m9i`hL$(Yqw$7zo;deHH!}M
zMN=-NU&_mxG4f<gNZ;O%L*UHfM(p3tBNcz#mv2opofx9zxOQY(VJAvW@|ehH`*mSV
zH(c5+wd71nyWhQmfTy;U*XkEZ36#iYZCB@}t}9cJ*Kzr-)7rD`rqt@Ur6+mRJ7d~5
z<JU7C&)RW)`-gqR^HaI9d>T%hrX$JIty;XCuQ1GJ;Yz$0xO`!j1W(B4^J6KBUnGPe
z)B>RwA;|6taC8~9?1IM+SXf{YEqEar_!!K>*tWF<kf~)o$0%8h4CRc)#E&vKR|Iv%
zus*0(OHk|}Za$q3P7n9Y|80=6bINg@@^xGYcBzyCF}2Voc*>!Yy1Cq{8kl7+`twR!
zl0h%D@ifaA#&9W4HCV<i0B`|3jcS_@TingQYgyy<YgIJRwb*ozte5-GG5K@a|7_eV
z*xRMshM!P(gcJrESclMp+s3(WnzKbDHk*HK$m*fqRp{mY<FrdYH=m_V^>g{ZhA4{s
z?{-yBCBb}GY4BH+r;r`56Q|Xc*6ZGl3O@D=Ve`!{-{6+HkW=rCgTkF8)L@e|R4}aq
z$afuDs55aoXg{Eur_(qCo>D}zlO^>A0yj|yPsL}GT!aZ!#W=4epUwifN}1D$e|?R|
z=Uyy--fOKB{bIQewb?^2LE!3&u{ZUs9+w4?lGgB?YQ%_ecB=T6!ncQP(I2~{FFzi#
zdpK+ZC>B|J06G>HHs2k;=h_zaw}XB8+jK(if)<H<8dR8#q;z#zJLWDs6&6qUd$x5$
zOpb&vI*~kRY)H_H!)8l*Xn)PKHC6U>-Mya}1?OA!maIP;pP(;&y|1LKhs71L)~)z%
z%OohNUOv;V`l-HufUdClIb^I~1L9%NM6LME+9B5ovP#!R{hoR(jL8~&jg@@wzn+E>
zU`*p}BuCtgG0uw-B_C)kcA`K7@ZZoQVE1>eShmf6nL|ky=RhT)OQtSJ1;HXjINy9X
z$VwyCtC(T0UUI~khxgH;6E#%1zE4*xD-p<%dZGY;5obA2#w3AlwUvxU=ETyt)`^zv
zNf0?XT;OSM{(+Vr!bXa)_)Wo3Fr}mAV>iW@?rB+25H#WlS0}etyF7T)&j>5KC%nAe
z(x5iGp8(6B)$5aevkz^(0S)HP#(X}FBHSIbwi}-AUbE?6%_<@|5cW^cHeGF~@4(9L
z49GG#O5o$ZyzqYm$jo+%eoNSj%UCx#&0&GBe_=x)DxY++`N2?L`mhJrz!DdxZIc=w
z7`Z_)(Y>%~WhWoa_Mbp_2N=qf_i@7jfO@$YL>xG7fR-&HyG~m8skp%aReQ))sS;ls
zK%oL!p}7r|6Ruo?cvm2>o+S>kAM`mMcfDHmhp?e}&@#Z6u=*tdzva<nGB`Qpa;W=e
zna%WtxItxB$PnrwO2>FSepe>kMEIlDPXi%`9@we)pG2eJwRRBPGn>^K`tZc}3^z>D
z#9Iqx$z|NFLcdwyN_)ych2yRzCqj!7<LKXChh1CP2O*Cu@+4#Oo)Z#+%RnMqm!4bP
zln=(Aa7~xQY>^>qQwpZ`Xdz>PtK6S>(|az6;c?JGCy4SQJSCrdz<v&SIM3DKmfZ>n
zy_9B#x(BP`c3Y9e?cU^2P^g%H=;J<*IO5N>CUlkKQ+1c?O-A*q`v^7etVF_XERx|W
z_LIk!4^4p02qzSL7`c(+nH<!j7W!?L+U7vrGLsFBdYPa=LGtv-|E>&Q5U!sT#b|}z
ze|oerYYY2>e61xK%WvX1$-f08tH->w>z3q1e5?L;e+!)M=uffNKNkO<qk{POyMo9w
zm1-9OeK|o?wjuX}hux6gRAzM_6N%51holPxp-CAI;n}=D$+K)nQa+IvhJGOERt6tU
z)aRFYkoQ<cm;(9E8=%b6S-m_@xgo+>=$zFXOVkPaAWR49?La6boQ~=xg8E<ok;Fv*
zz9J>$H(~v2(!b=Q=g%HIwN&DbzrW$0nR4K#7V%~+25O*Ku`FcE)5A4py4@1PnQYg)
z&?U=jt2y)I1(!v!hC8*ytie*DXuYAuvJ$k^I>^;c<8u|okp3nbf+~U+(MXh-Mat;}
z4A4v~gl1$KZYYE$#)!j3UPZD}h&)jgo#>4-00_!+Ad*DSG|_k~L9n_(AeeD`WQ*+<
zp<x!8<N1PlzsKljY3M0u|LNl^WDD%Xv2Nh@s+4}8kgn*1qor2e)!eCiCms9lTzgT<
z7v-RO^O(*$s`MV!{6y!>U%p(NWgyb?%)4W&hpBLXOS71%<0cj-Z}_mwfo61MAL?7M
z<d`k4Lm&UzulG1Bi~|wuZh?Lq4P!ZH4E`NkvH;bU(UNuDva{*!a=$hWr${$dA94Up
zDj(MCL%jW!-TMhA(<&E}*K+MNyUR88z}CI-<pOyh{mEg=zM|*~mY%b*#RmvTS{f>K
ziXK8~TdipE^c{TM_nlp64k@sEn$v1Yl5SeFwk+W71jb#;XLS@IhOwI)Kz}>SG6A07
zFqEmOdk`bf`D9nZReTg{x7BjG7=L=r$cNr6?gu?6W}Dh_LG*(jJc#{}W;zRpe@8dk
z_g$tSx8-c)v@zqCW9ir%MM_;vfrfE87vr>-ZlJl}HL_{;?M4Wj9X1qxm?*GHzISa0
ziT`eCgq6WlfpA?ehh59CO5S&EV5+}vse}y|XplFaK_`hg(-HLi_u$N-Oo)eeBpgfh
z(4nu*3@(|^C$I3W=N9;e8*tk_FKFePuNS5X%F~9#!QChP5hzcMSezlyPeljPRmlzY
zvRm!N@GV6nwZxh}90;EADc24T_whRxn6JTVr?f{0b%38H_rA^p63#@p3Wuq|FLwaj
z_o04*ycqial6KCT+c|Q;j@gB3U}Uz}$`~X>pYVtO$Xng@{PwiNqscsJVHY_L8g1r&
zplyRggvV;R1{-Y_a(nOViscN2P8B;`3v>f{Rs0g_9gGw7Q|16QMo2w0&IYy~?BMpl
zK8FYHuImIVWGbF5WO<m>8n`Q2&c4PLDY1Zjf?N09VmCk`Eg6~%O>T5D#$Hsh`W;NR
zl9(sNq||{P3A_5b!_`M#0i39-3#y!DURn;!UW|<yS7c{x25!_y2*SwANRp}x?~w6l
z9xVM^>oUV0X$WgqX$(OL@og^={5OKBsb;!UG0jD?gysw6$h5vrJ<UZ$HPyd>vc1yX
z#R-VS3NPxHtp|05p$84jh~1|A@ZDxiivu~P^eUW577_k1lq#HR&#6o#o5I~*Oo8H8
zh0n(A_+sace1RvE#y)z4Xul^06{2;fX&8!57V17UBf{Z5Yzq_pvb=RZ`IXs)?&PJi
zLx~B-0fOZ>E+1=Xf*(bdet4~2bu%vrbNzPhL#_~h<p5jOhj#LJ4`^`5M94OI4rFEW
z1rMrhEIin_$r+8wY=i-p15qRdB{PaRQET`~Y8mOoh5HE^=SG4*`tGU<iXR7(31Yfr
z9yo~=yC7<v0jCJ@YJ7?r-)cOgAjU*`xv+=c71vc9%PXu*TVp{iG;NlFktMoDWEXTs
z{kxKhbbCi!^jb|G+=S_G%W2c`gG-A?il+DB2_c>CS{g{5m>Z_DonBJ)qG<bO<T*Ab
zCzs#(o#scDv`P<WGO{7zSE3nJDdAVHO%};odF@(J<+e<DVg-3WA0<jlExXO8PVS_J
zuxi=-?e7!bmfADHWNK4IEOl&tQ3xA5G>5RDtw;$wxR^634{kr}$Pu7QFYIf=P`&LK
zb_)~+sCQOT#+(@X5W=nI*{2p*dFp)uAq7ksYoTz&<mj<Cym}tD+8OYI)nFutVBuZ3
z59DcgyY7jp5f11K`S>CwIdUii3I3YiVH_VdG<SowSMaOA#i!5~|M3dd>@jb;>}%6C
zpKn}Vo67%N;m+00c$ao<oU?^uKZR4yBWE9erbDN=^ofH12SB-!3fkirqN}|w>fM9b
z#4ZcMvuPzba&w)0qsm8LVi5P#hI8E6unZ4sj(dYUC3q$xXp~o?*m=d5R2k-}wVND+
zz_8}4RitJUW1Zh9N*5!U9?J!!&$>;WkmT5s-3Yn_L4aC?Mnf*caLb;bfrH|kc0Z8s
z;YHJEQVE5s{R_K*_W@)2hlRYa=n#q+)g}Z*?j^=&!fwu3I4q|CcDyWKVUM*6UdR+K
zejx1XN2d<q>Z_Jg;OvXc!7P(NQYjeuu>4Dr1ejVt5bA6<f<ys9Zn1YoOBX=~bDJ9P
zZy@p`*Cd^jvP=cXHpX9lVZs_z>`V3&tdxgJt|B3V>8WxRy@-(Vsq#tV{=iA!GM+SG
zb5U;$Z=-9|>~$kCQC|%_({O0lQNd6<*TJVJh%$Vg{ecgnh`hV5iKDoP0bTJVR79n=
z_AkCqUeS&(!a_^S15aD6!{fn6bp300m$Q{|P=~?#&mx*M_Y_z2&XKeQ0-JBeU6|_2
z4&|R?#P;VH;f9!REB2i4dYHT%zcYQ$y(Szwa>;-mtcV969FprJyp<$OyciYuD}-Jh
zkP;puAeAFeSVA7!*I4x%NpgiSVaixS=wGyyFQUQ2u%$s8dl5vmYz2^UEt<gxDCjQz
z@)_3U(wL{&+$o1k+1?k4a+!*^T_ROv`rio&SR+xSAgvgdMm|@w&21TBl`?Lm=hidU
z)}}~OTsy75{u1{EOs7a4c47cF3WHH(js%{_G?Bk^85jy=25SD)LjsY*tn&)d(eIq;
z3Ad+u6YHoBey@hC#Lo`FI1dnF%*%B%p!v5fwGq}u{Xk6nA@P5Q8EAtixw#*X;#P1t
zC`oDCHhmkM>g^mpPJ9Sc1csX=Fx~}_hlRiF`6gPqW2rva@bZ!GZ;{60$(Td;=pn?j
zuMHlzM`bk(tkzM`DU9Vc;-h&De@BYs2&hPMf#+2WYy~ct+^_XslPWD;eA-8TVv)Iu
zK#T(t;~ov<4LL=kK1DaEAL!GSwlQQ(pbxxb9sCx-XUe{*$e6~XB~Nk<DZ~8b*9_te
zNtyP(v6<NJ1EXK{;!WfH5$X)m409?QKnW|&IDyhLI5Py8md3$6?PST~!&x&3CC-wd
zNtE(r>gOp~8~HK}N)=CHSu+fltk!-kJLb?vLsW<sd@5wdOu*pQkp3tYa%37H6Hw_%
z&=5*AwF#k)Kt_YmpM%>nU)}T&`!DWB*FjkaW0~0ZZn>_G5iIqO(wln(aO}9c5R(|Z
zARHonvbQrV`K}D^_zSbxBg=Gf^S5=7ZzM{marHSw9f-KA&-gq6fAtz&`r2(WZR|Jb
zcg9%KtHXW$@m0mutWA%HHxq<6fh)GkhbxZSKD+Ucb89<Z&kAL;+9!_KZIF>wXodu(
zjvf`BbWmlCSW&GZphV~OgaR@z9#0;vQAM;>QB5QeL+nvO#&M4x{U5DqL{wO5tYe{I
znve~VmhU{HJIcLiVc^{win8%=r(I_evexF*43W-^SM@IC^6>ft{W*O_!A4Hdz@i(h
z9=&R!M%tRcy5|X;CbepQtW%G-mT3Mg$mJ@eRIqhtiiRKdY*akoQXMX=R6J4OFih_`
zg@pVMR8-OOGQu{Ml%gUZgC6(m_^A-3{UB3ka!I*T%P7+pV%#}o{!Np14&pillu~dM
z3kjTd4=;*xY)i~DJWNBoga~&%DG}#!Sa1XV99yiyhXw&UIg6`G1rL*~V|T|Z6wIhA
zmLd6=KNn#P_LBn(Hy#HW7FPQ2>d_k{O2MQ*3}rN3{9+hVZ!(DN=h8+Iapdv9BQ5!5
z`0kVxyPr~V`I|PV^w|c-UfTJ}#Plu_yZzuU2sO8d0_OX+sMI!ikiuB(H(qWS=mXgz
zS>+npF9k9w;0b;PhA$(|*<oC4MmG#CX#CyRBqYP+iYCe)_E%I<88K55h_b@){z@_I
z_7!(-BI}ah6UXwR!7)D#eNLOYpO$dmyWDrg9})Zl_&2!{9-<b=ghB?W5GW=3iiB`O
zgH=u>)ILg61ElT(<nw{PnqAcOJ`_Xncec%KUTOQHEoLkGN}cJzldEg@i|qQz6Gld%
zYTebJZ*LGOgqztxbLP2Tn231?iwz75a&4T_wcbch0GWWoy>VdIs(@=ehUo<%{dhTH
zo!b?|7<GrBC+&K_=kz*Zk3<FjahL~Q9#GOi*Oy9qT7c2DQTpNv7|A<10qDFVuSgJe
zPguT`u9ku!<R8Sn@@g?rJ_$6mH7zmHTp-YYJ%I+sc1Emh*upFI4d58oGGBqRo1mdY
z@I#K)QJ=sXNe%@|N8#7O{QgWXen8t<U;bqapRj)Z37B6%k(gip31S6fsr&{d1!&Vx
zkkOt~J*LXFYzRJ*@h<=Kzx;>0s5d01(p&iZBFft}<wUfrJ%CMl%)r}(V2d?$h+{4g
zhL9W$><B-ndi?K)HyQYH)3H*W_N@2>Sc-G1mlB2ddPfG0N)6x1V%B#*R>WV=e}96r
zOK)E7B*JLw!m;a%loI^t8hjun3j=4|3GKapf!aVsE^n80J+f5|gMAUgiPsCP#6F;Z
z4DRi+<lXRvMiZ{`^6GAjB<|VMmDnq?`&j)?%`n2Qwo9L<A9t{$E$R`9K2cX~N7s6P
zZ5!N#+7aSTU4~?i(2jT>KcZfol5txQZj3R`U7p}TMp+@i7B~L{lVA&ErQ|g#K;3y!
zyr7GfnZ%j|_>Hbv*I7d0bQ27XTOT|dpIEH3+Dq6cnb`{rGRX)tM!Iuzd2wJEUEpBW
z)JBB<PHF_Vbmzu*3pg<`*ICY3FMd*rK}2v73~DFE2=*Nqi5M_2LSgdgeCnMS_V+(t
zr+lS<Xx9vGo(1WF;f-1rV8*Ebwr3_S$&7O=Q(tmt_u;^}uI);U)s1qSF_r|+_?Ba|
z#9YU{E-mw-6Q`iZNhDaVZ9f}u?t*w*=`{43I<9j`khWvnHc0QZXl-4oJG@CV9UY-1
z_!#K2#r)TA*Rili(k*$YxFGfDpd7YGmn-_%ntarO=$>`0dC^}yYAOJCfE>@q<V!Xd
zwIhGfiq4mm*C*dCvSXYFJ#51rwUb36;i+vX5K4qQX3j*(M0hlL5BwWt8q^3IRX`>f
zL?WFL)vaBpG#~<grMbSbiM-DAcLo*dyjK)z5fr|9>|c$cKTW%QF03#m1B)8P1L$9i
zOEe@(W#Y_m4kL29Q$|Zxu0>kZCN{tcN5UypVbzj-xP?+g&GF5Y`LID~jV<v;4lyjK
z1+f;HG0<pv=?cR9s8Q*MVN1bWPxk1Pj+N(H?Q^itmqQJJL=9#-@z4VESjAqH&?!H_
zjE$U9SwltA=9LJ`wem#qXRwZJeJs`nqvGJW)mxp&nlQ&|5DS)gz3F@^1kqt4nUQG`
z8&abFtXPyJw^n)m-YQHBvkt_fFCFkB_{a>HAJT`!I`wW-1j<W=-7oKp3NUr3FXWp}
zS06x=jp@z6Sv3DWA4ULP5V&Z)g<gkS$SF7qN~Zzx89D48j!vOg#;N*}b!jBnxS3~i
z1v76Cdj{Wwpsd^s6E87iI=(Vv`j$kIicQdI4a+Y8Q^r>LN;O<R*V_;X(Nq}K9|qoE
zt1>eYDj8eI3d=(#p8tD(G5YWy1~7m4&>ucz?%z7F4jK<VnlFAh!1h|RWl+9Pjvut&
zvdEBif*;7ZNUaMrQ+4d3(dN}I4;S;aIhQ?aDT!T_mxgDnE>m;$fZ3Alr_`_gLb_P=
zfMRnYsWX28sYijX1D7>J5QNz$vK=1No4d9+VSAODsfwpJG%O{h$%yDK1i+{eCtX!$
zs;F(`<?F<kqtJD+p1MBdWWFyQ%bxh!IMR|8w5cVI;Z2fgAu^b^{IoT~B%`Y4^o{O?
z+oK?1_A{vB9DypTT{Cx81or)~rro1gbt9<C-6KsJjrg@|)IWjCX3In5M^k(v<RbJZ
z6TQ`DGjy|J!H(Y1e{}!aZtC&#>VCILpXYYEdR2`K<X!Fz%*@7ELS>z@#zih=V7J;G
z9N4>nyd`CGm4>_7YD|)+50VwynR>o-2|64X?2vn?uZR2<(+X`4*A@!*lw6=O+gatA
z0ykRI`K4k<2TIwQ?0@>kL@Ge1rwPQSqU65_T>`X9idBdBEcz>6!-LklF$q>bJY70I
zLhDz*NKY{$8^82+?M+j@krcX$&>E}|#V3*KKbh`IS7y*)dnUwKCYP3xXEOcgBx=xI
zaqlSs*pU&DvuGO<Mf29-bv10QcIzWHOV)R{TBslb`_=&Ab$HfV-(*PWRbyj05!wW*
z*gFRBWWfxyoi~R6EsvSjo6Z{^KE@e0A9b<**RZ93EyNA~09AQ@Ez%qLM5Dg1N_ZQL
zwkL>_)T^T`u|BPz#{g9lfSv2`(!Ry}(m6NbH)2??z0{wJBETe*{uzgoi6tE+3p+uI
z5`~*#1qKoY?zl%l8&ewaV}!K8`tVDJHGLq#sS~Mp3l<2!MQ5KlfV@qpIn6(B%!$^W
zNex!7E%Ejb+aVDHfQ}+iHfLU+YLPNMof16Bp3)GpkrxLg$6B#JS=OQsp)#F!A<(4q
zkJhZ$xl9xVQ+6aWGcw!9=pQWwDzW6%pORR7%Ro274k^|6qowhv)nfA~0|OJzLO>Od
zL@EZH1<jdYnY@au(9$1`j3d#|CWajeO$-c;FtGisB<GVy&RdIr>?xlGdQ`XPEGR!t
z*BgPdH}VtX*&2*$onPLctwz9ju1~%@s869vTMVpJPZj}qw&(j|IMujS(FvJs_^&GJ
zBXOSBcA(r7wIvv<512WL)GN~ytu7WVK4zr(=d`)dnm77EX@#RYP#3CV{Gs!=b*gmk
z|5b*JPNp!B2(6~;?-5~nAZT7f*8N>BNCDIsmQSci;6I@4^s?sZ!#GTHO$1^55MhB?
ztt~59Rmb>H?N{eKhU=<!uGs4R$Pvp0WI>@&CDnzgx3oX}vTNPt{*|H;XxZhC4ufv;
z#66rViy#aAu~sI?!MFXd2}hVS^?)EXjx-8iAjd4YT8tA<it+TH+e(|!xagf{+u%aH
zA^R*!?jUfQR?nJuyD@&3nA8IROn6LW;PYh1+bn;yVF`r)h<{0J-(1bHt~$P;GD{@P
z{S#{ijn`=jcNwtu$3_5c>METEi6k+o#3?X54}1=Ipb25KoQMhu$j_x#Kx8I*2XXgR
zI<zYM7g$8LO4e>tKBs^iALr8S$tDVCb4Tkf^Ra$m)7+#BJ^q;_Mix2FqyUY09As>=
zbI^(f;%>bvaa8ECEe+i$cRV3`qUlXn5@^O>yPRv{;h6I<CTs2*=haJQ(+;}hC9!8P
zE?-LF(p8EScS|w3oNLJ<hBCua6_d4^?A7i@N9;Gs<3*2EYi9g0C`HWE@OP7)Q{5s*
zZ1`<-tx4MeZv0U#&2UGf?erqnB^Qz;V@oS?4mSU=(1)R*!BV`Zw=a@c!%H9}I%}-Y
zTcF$TEEuR0MB@&#zUB>nF+J6yp}NDf6UWOs{d#?Jb<U?1ozq3X_S7{xnhKYs-%c(w
z2q55!XG?*Q?``?N|2gns8;w$7H)3MJJ$yuytpQKx)cpI!G8XN^Vy+4X7q<Ww54#D5
zvQ~hW9#2q}KK5oJ!=m>u-5qEYb5)PF|F1J5#%>LM|L@#Dm9i^;l`J-m<VeYIpJ31(
z4rp{Ja?CUm*dB1`ESq)`7EcO;a0ynNQxz9z665&#@>TzSkmmI<p9+XT4{X6j&2<n#
z5LLu^k4nPufh^R72B;5#c9v)wrGI44>DVd<Zo!O$S1oe&0<;cSzZXl6A!i;Mxx7<<
zf`7A1X%m~v5Ob_56)MekDXomLgL)uy56&~DmJ=JX2VqNFV*Y$=y$kBP_4e<4Awjzz
z|GsOoL*TY{Fm>bYde^;yM|D_i-?h5nnj0;bHD3jdCht3wZLgRDznNQqNvB$MPgk|G
zJ-6|<yU@kXDJucg&<?w+M>~AiKf3mvSlF*!c^Z319+z|<8pd=3gCE^28#_+Zs<$R$
zq@^gP{z<K&w&KxR>TlHThSs#P!a^<O?kbQQFkFD-z=Z-bH5m^3QxA3s6TRzA&*ZER
z-+<DRO|UZjm6-JY{k5;H@vP&atngoKE&-`8VjrfJf<&_)*-f>9Oam5VJ?Jbud5UP)
z#vJc93g6RXoVc)KRB#>R11Uc=QB4l>p#dJ@O9etHtD>}3)zS?@jT>V%&(09d$Plzo
ztO)Ht?M8zlM>@}j7gRzBNs{=ihW|;l@t^P7Gsg(IRL8fe)|qmv5ALD=4=*lt3{bAx
zfB=60bH4g6382LgZ0^va1vW+g{~$Qr@Q3h*V)pM4pHt0&zDtgiOR0yKTgGmrM6&yP
zG(15#nlBj#2X@<S5<cgI(zrAQN^|7?X@yg)hLpaU<9fsN?G?o%x;ZPs!I|LFK3Beo
zrP<_m=>x8!f<KeJL#|(|U6G|@IfcuC;CWDz0p}k`9&i!UnncT3(7eW1*eh#umh)F@
ziY_vpl;TUDEU}QqK(8y}OQ+48=4KIZ`J9sJL1xr&PXO2m79u(1k?>WDh&J&h9`inF
z4;9ERHT;Y1#rwWn>qLgpCNb>2Y88j#eyT%7Xwjtg1BC~qqNOB^CE=7h@WRt(wD7A^
zIXJl6h_KKg`Z_=ofm}$FTu$xklU^<0{S#Eri9NK3!;rK5-0mRQRH}``z~lXc0=NNa
zl!^Nn#JOsZ^SIE84Z$KB^qX1;g8eo=Ooi9I!6kjI!JF#WZIdoW?+%8yvi{19FSI()
z=bOC`V@StR3W7zL0)fsYSIDNyVpd7RNrraVVcOqR*~EF7lmvX@f!rDQ8_C)Di&yh>
z5-ao7TBuADVlY|Hy-iKm3bH(%;zhBjCHN`~N@#a1KStkI!AJppol+=wtj~3&dckC+
z8v|LXetrhauRWrY9jMnzC6lbPNEDExzymOD6i*^(*^_h$UKu$`ihDhh0<ZeLd?5%;
z0#np$E36jST8?=GG7Z~5s?NKaupN*TMYv$3!l4E5V%o8<nUwF>Jg84Zm=g@j%qD2C
z6cg4e`KX`uAR*as$%<E@iH2_b0+(h3$7X7#VVPmkdeA{w@Y`f%gXJj53`{?Y(I?+K
zslts>ehi35eoR8Fk_{&k{$8aB%l;$`1#&vt4i{^@kw*+mG67l++HK*E-BZDygqWAY
zi~DklqJ0_sHqTAPCf4H>z{gQL+if_eul2&PYs)(aWa^W{+-_gdHtg+-Z<{$g8>LI1
zN=8o?H^dEc<tk#2yCB-D(33yKcWM(4x#H*!4w<PtuvNUcm6L_q?sf~xo4QpjysRo|
zx(9_7iCSwG*byN1XB!2$X32qP`H{Rfg3!5qDLjUS=fwQg(Il0C)KlfQ2uk`)AQ+rm
zc{boYMT25dVOVGctsxvC*uF6i)j8Ocl;{`dB4UFNsmR3)BGIi|AiQjy@K8aRhX`cA
zDcuPi^?iUvas_1RZ8uiB7!otXltgqNOC)B11#wKZABUG7oQ$?b_{dJ69WjH=qLu9-
zqa9K%v<%LVd>{}LX<+A&BJ62%6<G+T!qC<>((g_S@P1-d7e*sMZ+PoAlDJ+vjC>fP
zfi~vuK9Ke0h@&**5NM_T5=_4vbb*(-569!6-;Q|6K2?S|Ib$EL<%jkn8(DM+4#Uat
zl)K*Iy{Fqtlzok!ipy8|qE@Wje%>|rjO(meWVHxeWV3=%t&86eJk#qCtqfVPUCulH
zZ7KkMgdESs>{~kX!}7FCmIwa4liVmnqP(mEplTVe*4C$asIc{S6~%}b$Nia_naIqx
z?irDimKhoVs4_CSfs$h>3{cN{g&CY0^_4kIyI1mhl@d%YTf@&}*M;HZozX)(x~Poq
zD-uPEszGl5F&K}P@)aeVvo0&3|Crsi1Q~Fa7iYqHtckKf2BejEV+d-LRdInvTZX$l
zS~7fIddNOvWAyVqLRDJeFo7_K9?TOOEm+n_X$Z8D-mfn><)cg1+$=Onuc!KI@K!;@
zxNm;Wex?;Vi_k@StH>l>jj;t7DtE@~5s(fvMjbX}9S9X&I$%ns{XeliP`(F%l$$j^
z=#Rw)Fg{mia-6P_Pod8i4|UYefzD_#^Hg9{A~TuE#baZltr|n4&L6O92A+i2uwSD$
zw3udYb_7tp%!X^FreDkAgbp^TBoFw3t0aiX<6YXg_XY2NU67$7Otxqd-pnUiq;zZY
zz>Izdo~bU#;i`3OcHC`U^*r?J{}DNLO|uyK^MBQ^`)j7l&1n<3DruVP3Wg0-+h(?p
z%JkYD^V^eEj4o4^FKu^$Li{1#f(1B`;fTN`zNypJ@W4mu8<##E9<!{zfxMc|Xgi;*
zTi+``1{c6S{K(%1=%vdLZ*>D}`yT4qxI^85t^1qBaovEAEHXI;Npg!MYWS?Qs#qLu
z^8p@RH|f)P@nuaXV1h@Rfn4Xf_#}J?+2pjo9CJrnYbJ7798d7U5qxA8K|LVXmD)P1
zMt!i%iX{6#mT;Nk^1|$zEYEcw=s&lGW<-lpu$q7IV8Dp_Q)@Ib!hMdf(oZao=D%#=
z1{H>LLYR__V4{jfGnOZasr}oE{nWAu_kAcc>J{rgO1+#~tpg6uqOXwi0n60O+LxEg
zXM1DOlfG^h%XRUt2!FgrV}=;TiJw2y^-Nvr@;&oryi5KGBpmD-W8D>KEP$O0&nx1y
zb6{|>7``7ROdr_`<C>NdI&2hMA<csaGdR6I($<<>k*^*NHf#_WoUy{G5Zs^QT^klY
zT+)dr-eVC`$u}?BM0UYM+Mh+o=|r`iajX#WI+fu4Jmdw_mw(sgFcL;sm@@i*KrTjr
zDpCrRNr|)A|6*LMaGq*57DO~C^X9)h{p5m9{#URp4aW}<*g2im>C@&X8Ta&aIr2L9
z=8cEvzx;5_yKJQQBAG1NrzYnukQp%K|75(~StK%IC~Tb83!6_At16Kg(-g5ulk#OJ
zpwI>;W>-d4TxPG{HaZTl%8?k;Rj@4}jZX9>p)*LzrGzXMtNkoHh*ZW5y)b)~-BP;h
zw7KE$Is)-^H!$lkIX3d!EX#0k*@yjda2Wy4iLJ%Jy(!o5;GnB|y07>Bi+kP*s~sPp
z9iKj0-frQWcP}un;zy9bdh9BfaXZTR$F9jXWqTH}s0@?t6r%7WlN9`^1x?jgB9995
zYAEb{EaIgDaaE!N;)C{1?1uHmeXJ3lfe@Z8i={tVKq)d^yGKimP)u%Q$~0zS$~6|a
z3o<CAS2G~;tTr^-Cr)?QAy5AiZ2R<eic=`rIw~`ob}i*>#Uq)PT}h;f>h$<<=}NC{
zCP<-!>;(r(wdtViM0xQYwALipc^XP6B{g)c`wRk5ymDa?Wfq|d<rdJPkU4%VHXwqy
z@W^aI1QaWi^=o5f&sa{|sQu}@2ZNQ6=o~*Ld#*?ChYUTnqM5r}orm@}C9F-YhxX84
z(yFg&?Kr$(zlQ*Q<gV-x8W>doxUXFvH)1?%xq?3kShGG-7ak`rBWs54-nlMx_yqGl
z(i_(;jeVy8m#v~lJzri&4z~1}McKcOuQ@dTJiTYglPkb=P}5x*c)JLxXwjtL=v5~o
z1zaeurUJQiFKQonVcpc<sedL+a&*9_RQrFnkBDC8^fjULrb_$dKgD;9?TFg;HnVHy
zFY4>H)IZQ5h_9gc$KhdxjS!B#B@XH)h2ECf0rl-3k>3v%NDNu3L(G2elG`B*Otncy
z158f^852R^M9X|;A4FOP{37V1n*fqi&$!*ipnWJQ|B22-Y*e=>OPP;`LWmiT%|TMV
zsHN3~TQK!;GiQVN!bit@$dcr!D(Da_1M&<@|C}vtU{~Y@kc+@#d;{_XPk(?^(S`IQ
zP-li%!H1eZpmIeCxDwd)f2g^o=I0^;@~q%fkupCCQuA0l$KxQX!qGpj$3db0B(hqd
z>>6qehB=f@5X>HhTA=TG*MzjV$&gO^f1-N&1M4T_alT$T2$vI9fBD8bYOLPo?CjVT
zQE~lkRsQ(e^d#@|FLl&;f246qUc80EqubyO@o+?ccWZHs=vSafT_4!fxs<QWyyef~
zw>)J#;}*Y3x)cLzq?C^g&uPqpMB#-^>+dm9P=cPZrTMeu+%_dSAbp&0R0q#M$n2Em
zlHW8CAnQ0Vq4%}oLC$?d9`~6KDH;f@r5MOuSY^jW@PuKLu~i2~RH!pRbD}^PUN<p{
zjuNR3(iB^lD!;M)Q@UxMXnff+(L`m`OijR~k%qKh)Lj0VWbg!;{<KC>M$P5&l}3wm
zn*UnkX9aBKt*MW~6u}I9r4_yEb}f7*b$Pu;iXB?g8)~Hy*)X};yhbup=nQ|g?mAkI
zd3zmZ$%4@--c2&W{6Ot7J7qkA@=U^ZDN7%??>?!Ho1@dsCtj`)lUSvS&hn^I)XxUU
zSo&*8o%!ds&(ic3Bcmr}gms@(wMR$!uMdIukq5{(rUk_5v_O3BV#e7(6wZWcIEoj7
z(%ioX#fpWg&wKH7IWma3ILE<{@3&2#(kX!$m8ML{%Ijp%XscauhUt3R_W?~IKG@TR
zWbWD9ayeX;<fHAG_Wjg*DZQF886Wy28XvleOmAScp8?6ou$IZt#C;#USYJZ190Rk&
zq6gMiW;HAb896aXP=a9J&i>i+n(5zKAEq7*@|m8e3cav3Qs!EpO3-*Qp_mFgVlrSa
zMlA9|vGidzBV~a#e@)=pUqAEE<sUt#Nji*%f%`|$X(D)II+)_GHvPkX5q5a+;mB_L
zO(b1+eRb`?zW}swm=O)Iz)x*d;+C{%2S98o$aZz-w?%nyp#SL-V9EUFA2~!y*lhG6
zvyRapC(?z?rwtX5x2UsIG>_28@3Be0*kWo`wh~BwKeQ8ag6UT(L<iz@C>rSx8C^pQ
zo+a@!=qgMWGI!dEnHs8skut>pgvQ&#ZZU#j<1CcP!N2X6jHfVCA|Ym!Ko*6~WSOT>
z-N=`sjuC2=>0mi)w%*_}#r_{3N<j1u!>`qTL%CvX+!nB8R>q*g|CL9HrpWNphKeKP
zpOw_qA;NwJe*L?pCAxmh>hik1saZvG)+e8;zBL0Ajtz^O<oCCS@*bWV0MW;66u*I8
zVOL1pEj97u$ev)do!S^qD$5z-D=(iY;nutZT;-_k5>1JcVndN(9V8aLd8Vk>?%S?@
z6SQ6@EQRBCuuagP&poid2hTrvs{RL05rgwR%BzFL(1Y;bzH8l>C}MTZa_*}KUq@oz
zn??$J^faPc&y}Fc94kf2ywrwE(Nl&@UDr45xXb1fLAf!}#4x$|jy{w17KM*r|DZ@W
zRK^#81aVbM&mAy&5Zv!%9aVW@XKDRch2n(MYOOlcjpbJW(9cNxmkPA>{y$HRO#WOr
z=@mVyb457m{})KXyBVsih|i-qxPM4MmYm*JyXeu$)We(@Xuj^t@`*>KI`qd#IT|hd
z=-H!*_wvnC<<&jzKH}kCFmkp%K`&cXpfuDj^c<4GXAtPwF*LPoZ`l_PkEhndUWmm`
z4WP6g^pwgU7GGaq-!*JLg9w!rr-pvQZe$mAa^OM0S9l#^i%*TY$jxX>(fD-CrztsE
z2Q78c>?Cdda`q<LA@P9TiAYl4C6i8e5KfzDTR<T)9VgY|!^s(T;t^Pgfz|;Y(4o>e
zfD9DA`!m=-HOk6ig29YSGz=T&Cjdm_7ob*xcGfhdm3(mU_7FT$yg;Hzy6~`EI8S1L
zMESdX!5q0f$^6r+CiW4y@yAw1U}djUCk!}H-K+kud@=z~S*8&COx2`JlV(94hUkVB
z!8M9T<@%u^S%#7(m~mP<8&15gsdtg#3D7v}{XGu<CPKl^GQw4HFR0rmWfc0xf@!zx
z&!*|5MMa9Y-i-c1+-uQSF_0+GPf7-mjxbE%V-J>#)Q5$*ZhktgV{g5jczetJiE6L^
zT-ZLZ!ZilDERQkzD0xIg3ZO9>bVC2!D&bspMm?E*z_fok=neAQ53T<^VCU9w+3wsa
zyCnZ6eigU1Y|Z<CPpgIlw0$06<b9;tb~uN~++MnEU-EE>8U`YK3HH8`--HSg<W$M~
zBCNQAW8e{g9@F!^A~!neniCiEmsfu)etw#M<x70AbH3WCGEuGYi;>g$9&?RV3VcSr
zOb<q|`)V5~fPV=C|Bmu*xUcuEhdG@2_Fr>NT9h~0#ZQ!^boCL!3X3G(JU|9k;Hu$&
z*^xh`$#w`w`;`4+Q~M6sJPx<ZcFb|DLG4{w;uhTZ#-k=)#~`@(%4niU{DAztv5~v~
zSv$s<p3f6O8#vJ$mhd@e?&CPU!9b-&sRrJ+Y{7fh$NhF?Uh|mWl$M@rN<D!PzXQD2
zdPcvOFwCR+)d(8y(N+iIBmcTi+XT4}K5HrP%+GLFlpJ5kV{R^h`I?}?+IW@kz_qtW
zzI94;?efS5+sWA>_zoYZ_I9J!WD(GY&|sSOFqIw`Cq>-s+Ris9%AqhR{g|;CEp<}<
zoF7Qh{H;{+iIFd^Z#G56a@DqNptVg!t48?sXL=7oDy4_xjM8r+aQi@oey(T-s;Smx
zmi4X-Qdf$PE)vNr+1c;&*6-pcp}x=ETFqTziz!)rNmAWaZaf^z9WuMjrIwk3@11_C
z$tS`*kHJg*E3EIm)faA~eurp}4L(g-p-Z|fO#y{x2t<rD<~sraiJXz2%f?Q^H~>Mr
z)4wD9rT4YEId{5j53VkE>LPa<D{AMMyOOxa?8{e*^Y>+xoTGr$aRW2#5+Qkh(T;#!
zo|0>JHyFh4*?5Be%&X4t6SxSgAh|n%#~F^Nj0byLZY{c@Xvg3%VKua~)g4z0rR7?n
z$_QH6f6#!i?#K5IVJl;`Ydo%WU=+F3qfRG`oA$Kpz9rClt$Hz@KY}B00?Gv=n&c}*
z-fcsm67`7;?{?oq;8gTCXpQ31ewONvoK3o#Qr!Yw(PPQqu69l~b3Ws|n((yF1h9SZ
z;Z&H#?NRrOxeEQ-DXHgQ;n~UtXLIHfYYB3krjKI<zTb|)Di|puS|0s?apg~xw3Waa
zNvRA*Q2o}}Hm23tI|#wlMnX>k@M}KoqoR@`<%xGaw_?qUy>Vb`nzE~ssU-9ElEY0e
z;S4rmWIyb)tv&O}VG%?yXhqTm(8ui88|BJ%Rz{$VNskWI7sws?i$eDZUImlQXwzUj
zLdqq^2a@f_nhhwqZ7l<&t3a7#L7#o+FTnX!TFSswhdgwMr=v%+E>}o->-x^DUCwI`
z=^ih|W%ZT{4e3Fq4J^c6-?mX0M11T+L;-aq-go_xc~(lr0oP!f95=VlB5>VIQcAR+
zk)PyY&5w$F%a&7(9gfz0rJT}=t*1I=Tmz3A6`EI{VW&LfdXXf3Wb<Y2x7D5|cw<T7
z<(i*SION3#WJ?t>H&CHmY`G{=a>zQLi6Gpovl~$}<5tpaSM@U0e}ptvxW%3P3N-<9
z8kXc+=R3~6BJufLYC41P!Fl!F5;(SH7+4$y1N61emDtvQ0<QHXZ(x^G`zF{P`1tux
z#E^iavu|zIe7^KlI9+ktz9|8SbAl`K<R;XUr(Y!})NWE?zXGQ2i?X3QJVGE1M(4!T
ziav7Aq)(F-P8x){K2Smv=T1Grcij*krJzM+Uu@IR?$n%*!!|{I)5j%U0^z7sA@6~{
zr*lZ8OKbgTb<d&L$}hN=wvWLGV?I<C;a&fY)tZhHtKOQL{%QX3I5uR*svnNvdrMv>
zg7poi>(^DVvcFQEN&L|D^$YqekD#5E=AXz7J!9q%DhY%}$T<bXnG?Y;9$kgyTqlJB
zOb6|2D#JTJ?#WCU@HI+bc;Aao;)d{1MuQRO&0{}Mc_i$xeIPqu=C`Ls!;m=)!CDER
zVLh#JaHyE@tv$>)5<csR**VpGx8p>V>|21Istc?>=h~)68*avOZe}dnV9y{xufA9N
z3Ht`24lwd(6nFb%)1Li^`M+$m?x9;(&z@Q7x5_RtHm{%kYj2i~L)^CT>}F<{G$$@}
z7lEp$)Vc9RyZYaPp4tGL^9~^n;c#g9RnKHUkEwIuC#Ddx#&rN+X)fA0C!Zes^~%bL
zD-G8mSA_QtW3^6`6GRJa?gtZ;&(9d~uw}ck7=jy2&{e)z8?B(dl)Kpn8+z>od}ykS
zBFOnE@APCU_2wp$FaF_oBTN)Ov!6Tkku|Uvrz*Qa$&o^8YWsJn+Spp>upso;ChPk4
zxZ+laxc?a2!YQWDt)Vih;<^jMZ>pPw(I(3s0R4h)E&Jofx@hh@a+!W(Gn50%C#)hl
zIzLlHL<ycnFu+oN4db{_`1HJwhL)e(>K&hNrP&(#eG&HY?i5<!`9(b7<^Uvii5fP;
z81n+OFiMOWc3zDp#jHAiozk$T;9#67inUk|o|A024Tn5Mb(6#<lb;D2JF&<$x6(ra
z@Tp0BT`5c?)eN!kmF)I*JUxO15A)*0-Kv>7i|E-Rcya;47f{Wvt=C~##N6IBq>Cgf
z`BqZ5+Oz*N$c5dda)tO1hQP_0G6HBoADY=&Mr48=eFUTAF@cLdbHPM+Aa=L4%?)+$
za&qLT3^lbJdMLv71}Of`hh`Z$C-4323py|5#>X1KcZu0$7_kRW;!F4e^{Taa5RNe8
zVF63AOga;w<h)et3gJcrig%Odr(|(n?zq6-b-I1r&ctH&4SPUzF%s_;H=vDqPqt4h
z7ZQ_xkMWQc9t?ly$O3w2^bW+HDescDCrfKdj;VLM-CJhdxY4ITV-T8p^j&+Bv&2C+
zOXIFqP*iv~*E)QB{SL_58Dl3$vGl$f>^_r|ioIO97TvMmXHVg~3h2X50@6y6t2Gvu
zX%E9TgHm+6WmAv=h^H+E*^V`4(r>C}uhycGxO&I9S4`VxChP=`l4!vm-$g80$vL&j
zq?;^1^elB;8}4@|_F-n1{FN%3vh_ij0_)uc9Pfb&{H)kN$q_s=W-}fRlgg8Nc&1Fg
z$}E+VZ@CsuXUe-o9I;LpqY{LFC9s$BYqM$+J1(}39RPA=ACro@^@_OVn9&&@j>grz
zO9nGMNEoil7rHD%_z70ryxdGV5N-RQ!fnYNjhL$qHqSWb+m*lRC2I(}7XrHL#GC^P
z#`|vt5#KKwt1q)RcVO;s=TY^qXCWIO=x*!2PfVrHcTL+^1U(0CzLrbeFO=OWQ~fr;
z1@}d%W>8CM^u~%`^kq*@FaK9`^uI*tf6-AE4#xk7x32(;vg;Ndh8|K%QU>YHA*36m
z8|fP9AqNDJZV?a=6c8k&8%d>01W5q}q>+*m>AJ(HpPv6a-#Pz1_dbV*nOX0yckNYs
z?X}+E|8?sq<mx`rt5PvBZdEAE*3%9Q;YSo{b1T?8c|zU6+zL*Xo=`ccwTlf@LIU*j
zeS7!P-<wP&EY@CozvqX3gLNX33CnCRSy<giNBO0bh8|nZK#0Ofj7^*zbfwBsas}tC
zOFD$%B+zM{PjoqV;hnn@VdwIT)9=!<m-@;jdNP+A7p7Zf&1dRV@Jpr3FAm4|o)q*f
zU#!m>Og_>1EZO(`WD)NPYm)ld`_Fo(&H6sc1$=$h_dUEx3qQS&Gi9Y=rXWqvzeAb-
zBsE3(+DcgC9aH&Ci6&3RJ=Ha_vWK-csXfr5XtA6Cr?$i4*Pl5aB{Fb6T%9Y6Zj2%8
z`}8K7xU^WnH+8MPtgllpuISl&k49(DSBGI^2Gu_H<r_tjf)`r{ZF-M&hu_Vf@}%jQ
zHnQZvPyHQ=Rwoqq&z;PsFqsB(x>L+x*9j1p=E5%AAsP#vtCO|&e4gYnmBF1Ox&>!v
zFYWGst0{dxQ&YZ`n(u53)mkn1^crJ5muJ{YFrP1Pd{}lWRnGSDN#g6$%@DiyjAlpf
zG;b6k`O1`#2pT=-2<Fntw->!NqFESIyfLFyE<BK$=W^@1`dZjezc=(2372o$<iSnI
zlqdHSK-#n}t5jYu-i_ezi#;4)uY67<Tbd=>$N9O!<MGshge!m5q*cdw&-;6{?>7yn
z669f1Fq0al$r^gguLS}coA4sFSId2OTXtU39@QE_K6BiKo8x?5Y1iyA<2>KId#S|#
znBgTlPEye8Awt;NZHRX>>U!(!@z6qL0Ut|K#H}wTb0Iuv5#ihFehnMuc{r&D?fQ9r
zjT=Q=r+F*NH^d2A2qpB3ZErxh8kbKF57(nECy#D_5aNf)cn=C$yqpZnN#v`YOLZhR
z*z~PaDc$ZS)_~yOsL6U&({A16eCCtq$ToK(?i)8bvtOnZy=oNYL5Iup0NqTt?x68J
z_VPs|dSIJln(J22UX%{O3+=OU|Chm0_`cmrpX-@(G8*3jT_570O}sN=<1q@ISNo~}
z@Ol)2=4_<xD5SR6x`WM>Kxp-?eezie1ZTT&V~KNpnkQM|oN?N$IPQi&Kwr+GuG1Nh
ziUsA-9oB*&YjV)ex2-d&S)*3|MR-g(O7t~zvA|+dE~gu`TtPS}Zav#=ep{9J0-D{g
zt2mUKK9%2ME_<~1*(ZIY(Mw<Qq~fN~V_dON8i0XStUM-u*Y{B$$(&w+gFQ6j2_HuW
z{c(+<f(b9R?yqzuJz12e-ea@m$|0mE<W$e<+B~X;XMlmjvrb)Ml|&QU<qOfTmx-wC
zC(VXz-I^vM8@sJNrz#_=ES47AgHrqx=5bT(<{mho&aj;NRIv-y2_M*DD7FZ{O4POS
zkxSw9zB#8?nrY7AoL|Fkl|{f22sYBJ+bGNRouk?aD`n0?DRSR1THQ^~oNTF~5=VX8
z;032X(lU_OOJZWavC<Zr%iL!*MT*Jz`W|+VTf*Jg$WCRbz2&LX%;!8V?sI0&hp)~m
z7ax6iNl@LdMfvU4gRF?Im`P{J*Um>BJ`~qcdZgWhUWm4yJ2EyNdziFR#Oo8~(J~lI
zbkzaW?QRpqoV4<F&^iUn3bo43D>k3vatG59)T_rq@A-=d!yQns+0X<!MlA0)DrWWG
zPBnE&8z*Qr%RKTGZG9yR!||nJ&*h{Dmx*Zes9AM2`Y^sNEZ3p4!2%x{A3nO=(0|0)
za3RND>Ub+SVCs6CUPW%#$Br>yWe{Icl_y>3IjCf@#z^c|fa8>jg`=CuqBGC5U0q+2
z0+loYS3z3(ht%lwyxc9C6-lhO#$L84ISJtVl2lWMTy-)NAEi)dI=^fLeiSfS(Kk}m
zJbp~rQ(B56OI@}kZ_?MQNx-aZV&N6|kv5Jz!;(g_m&+DiA(-Or=laRO=chb(p`Yp&
z!(Yl9Cm)6eihK#~oAIbNegReJ8MmjC57Bg?=dX^BR+$b6_C|T>n2{xPrp&^zSG7xB
z-~M)`L0|`qxAS>$V%23BZPmkV+*!BO<Mbs_-tVV_)j--X+@^fVw?pVGTcjBI#Fh46
z!qNuT64M|1GCbCmNgmB*cxwmLQKo+4Y(!-H_Qsbx8J)=h)FR&ig?K|&6zh=HZ@xg;
zgnhbdQxOBA=PdORq~)o`PZ`&`uH!;18UZSpQE*kXib$3VCDiEl^Shu~>CWJdd1ko_
z(EWLXi6%lSAU-)8kDyYBeE(Ncq4w+k_6+b&#I65?&6AYbWGn$qjmHb(z9R8;v5&s<
zn26~xWly+9GpcySTalK`8ik+NQ&@K`_()Ro*rHQDWodrEzK%Oe{_2r1c8h_7tztjo
zU8rH0F!644a(ACgG)=130iXJJoj&X0=|-qZZfbUeuFhW*9tC@k%&KKz4xcV2k~FQ1
zmsl=cNSKiKK!A?2qg7mk#MmR9cFGKIqqA<leN(0wE1iPDBt@nP?6Uqkg4JPHBww4a
zUd-9?NfOqjUcf1@KEFm)$XV$Xmmpn09L-I$!n`Xl`ngNTrwcZin=Fcc^L)oz&_u}!
zRqlqw(SUlcsjS}hkBcP&)aUiKFRocEg0}*RN`U~O#!}4dLz>L*G>Kn);<9sFiCvQ)
zuc$uyzHl;&%kZd+GcJPQO`ed@JF)!tcma5(rrSqesHX3QjTW)^3OXcb_pe9j+u1K_
z3MG<jTQN)&LZGyn?fjSL5`H-{HfZ+r#cXWU1wrp*Lh`ELg{7#k5Bo4zJq^~J!`7Q9
zDJhz4Q^>+f&Gs{Hq_A0f&u`idN5N(1+r#(e49h7jBYF_iK`M*i<GWzjv!;DQ=0x81
zpn~tzwpRg74yU6Wqa<P}sxXN4s9-d;$$ChHZFt2V@g|piz3nE({YgAMVuIylf#Q-e
z9{SVKP12Ept-B1S9~+n<z~!hLuB@!Y-p+SUJ2~$Fya_aQlUy3mN@ie{Um7H=l|{ZD
zBoH)ZpL8h)RFI>_*9;6<jRp>U@bY84Mcf>v=}Y+hgV76GzAsKD-gbl`#Arm~6xwjF
z=0sIf;J*9}m)gij5z!v(0S~VSS}K}b5uH<|Y)+(IRRV-7E*+IL!rmd8AA>eg$9E4_
za`sefx(0gB4XC>lsq}NYiJYmrR?B88nT)2i<Y&fC6I2P(jT6vC4_PU`bWWY{3vDV2
z)36#16y4B!HT^JRxXiy^#?@#MrZf3$BCdM(O%v{thcYlNrlx_;5Uy!X_^d@bl;)k_
zDz{%~+l$9GHOBzV?xmz+{#Rp}U5szsHnE?Dv1vD~NOQKqt{Hk-;M4f2S-w3D;IiXZ
z5jxHU8$?mgCMgS|`lwvLV?tK`xQ^lWhb>A=RVXjl?#&5TEx*nkRjj(68+;5bR#FjE
zN(oyF*MXg%!0g%io+EVOUxdHBPbv`RD<n%Uz;5@=en0GgN>UqU!R!e!A*qo5&OWQq
z9%sy3p#ksNGt%{PJERs_KlZR%gj{DH_c2XQZ_xL23=rRFxqEHnfbf;dx2nzi?#9Z=
z%pwjS>&l_}o4}b-c4n+Vl|z+&_C-@(e45es2H~&s%DU&vYWu5H-Rjowj_a_RM7*(k
z99+6Xz+|Y@Lq6->Dt9J>=E4gFx{BU5;%wRN*7dlxxFr`%eXvU5K&40h7FO{hz%p}n
zqD1FZq0m}78PA3By~4K}{8bp=Gb`yl1(#|kz8BTsev^lpTr{8bQX=wQ)y;tfi@Nm<
zGJ7A22MZe6PvNhh!|$UKo6H8%;o0zc6ypb0rFb!ZkGeJ)e$*w*Y4tiA&E!-8ua}_K
zEE99r!d6{TBOQPKVw%gAA;+C{;#rY^06}4KWu6FgYP$ZxR`OW->9g@tlt~???$0Gc
z_jL<Tu?$ohGYZhnJe24Xt*7ch1wmYJ6R1uD9n@KvqO|<(ME?oTlPd8MF7D7~JX77N
z&uxtCX`pQn$Bg=CY^x}A6$7tTp^e%aREJ$}3SLl55%AL%S)Gkaws_dH>19RT-e;W9
zmhEmXQ4ih$;IeCSxk6j&kHlZNx6X!tk`eXSBK&5ew`~VcIC`ku?Hcuv%x`%ii%~Rc
z6T*Ins~jZ_r<qv$`YT>H-r7rZ|CGE3GOyG@Y%;S$rV^e>?`3Uui6=f}1e{lsLZ+kd
zxT-u3Sgs7x6{_tDNP##GJkv9OFV-@><LsF5RMUrPbl}^Bkio3k7(825ON%nV^pop!
z0@_p?!A9|G?z}jlZc%q4;FdCnuxbY3#G6l_!Y{WZ8AfdyIrfqypqT1)+e7$)Yo&9K
zL-#%$U<mixWcU=&Jn)<(xRW?fETzD&TK$RddUM2>5T-pD`0IAfClQ?dAa}G}eI4$0
z=*Rlna30B(@%^nR=v*A9^;mcFXE&MWOrMlQ;g723xi)M~&7j67rw1m1y(%zw?u5jG
z?(@L+Mp4oYTAtUYEy3%D#T8#aeN~#-v<aBVRzGkNXAlwRX2F#d9Gd*{VArB=H72>L
zU&79FJ^A*dcA<z0oTtxMG@ajo{m?%sQ(-y<azM7~U>MDBUua23_*EJQf0d&_>m+Z#
z%|^>a_FSD=yV&+|3JQ9LnDWr`gTm~}<l37YqvQrY(S95E@LNAb1>JMi1}-#nX>nGj
zw}6PmU&IV`q4XUd<2bW`@!0S3^~XoXzUCv}9EU$RHqAJUc=bwwxKD7Zw#BQkNg}x6
zt-glg>ftc$o6`mX_VeI#r<-<5S!OkvoPAx>NseO=fj+wwRnsnr*FdrO!mZ}!btyTi
z3j)J#7EG+G_fIZPgeC1&IfY>x>Vu=&qK_G1S@8J;bbra+yr+R1(}o=?(oGTmjs`T-
zuf4UfDD<SLp3gn+Y`xrbueC_HqXZ-QdPCi2{B48MI84=MB4#N{FduYD-b?HpY<_QC
zCL(_()^5Zy@8ljy_ev$l?a<H3mI`ae+X<d&{END!i-nJ3y*#V~2$*&v-p-Co_O}-M
z!EU<Wt8(-NIv3#VVnn`r{WX0}YfX>L=P^Sp??*A(53aKKrIZ;#f!Jh3>$x1wbFZwc
ziQLO$n<XY&a$iXdg*CJ{DUM6+F<O9u-Zv?kMuG>u@jLJWw3rgbLz7(Iq%iMfFPVly
zk|G;ok0?#&6$npX`pIq}ZosiQUM-F6Z@u&Rgmsd`RbO1ao}ixcC2`ft$J}B4Z7IXA
z9jR4VvNIPqj>LKO_JT(<HXFt*SS%B?VWbDAPhO`FWIem}WN-#Odh`68MZ?9_o$||d
zVZ`I~JHdphO;Z8ELc#P8M6cDo3Dnvl8HKmiD|w;uEWbz1a1G8Lw79L{l?uWYvTmA_
z#=x+ttPwS_HK`8s5CwUbS_+!J5ayUpQ_;L0N-c1Q0<}o*dfVe#-bIJ7MWF@b?Ymxu
zADfecs?(I36AC0ah*?klU!moeV&y^eg9ysp>O)+2jpE;KqZhYxdq2jPQK{h8)(>%t
z7GiH(=G&aj(Yir-Zoem1xwlEP?a1%Ti<>zqCtF2g^B}V$QOtE{P<@!5LXjvdvtNeN
z_V9T>G@`jZshx#Z3hSCub$|DwC67WHrXG|j3Cnu&tkoy=QqtiX#voz4l>{q&tJdp@
z^NSF%6(S}k_aUx3U$}0)Zb@loZQ-@d&ZRANWj9Lrvh#LZB(^^PPRh`0tr04UM>(Ga
zWbOPG-8{od<NZsQzS*r+=d?@br7=5X;|o0A_PS6`sYn=X-vPg(%FAc;>>ptEUd^5&
z@ICNE*F6wSX;D+jyuC`BkCvHcJ-b!qUh6XZ%CdG_F)pL9qrZYCjtf`YB_iTv*gI->
zQR^m{G3CvshPl$wy$9cv*m=*tMxe^y=}(!By8GQoxf`tnNE!Lk;u+<dfyDu{LnFSN
zdH_vrmwXr;X8CngnrU)u(-RJ*GZGVMwS@+@nF@SR^xvm@WvOEyrz2^SrT(qcV|9GW
zUS|btd?H;o-)8gSQ{MMy86iHkVFGhU1Xl3pI5~aQLX}K%g9pq>Z-<Wk)bCt~tqgfy
zQYkva{Ro-w_k{?Ti-#=comAPJ`?%35etYO_6q{-xkJ*g4AFT_qBU$^JX+e?R-c?CK
z^O@pu9b{V_wCYC4gN0AoS^h;BmQernXbfG%rsq?Ssc2u^!u)nbJ$156`2|jX*@5rh
z;z7tT&sF3{0K(7nD;y;7I~t_x;|k^0w6ukCt3hq-EoEHpfsJ_()q=cyU?CAcQxLbd
zizgy91m;1sa)-h^!N|A~q8RGo0(ZBDdLTkdn(i*vI#5qzZcRA_Ft;xBo+qN8tc#P2
zyN;`+H5APEvyc2ePemQ%Xna>FXoI*FTo5DjL68TCxD%oi%oA}E4>0f5!_E*5WZhj{
z|3r$5=L#(@9#asaIbya~Q{xjvwEY>~`d^t3|J4Z*$o-xVztE2oO-oNiI1L8o7yfaK
zoFBgk^58$rkMC!Pe`kIIR}A^zoS(o?<bKaj;OBgP%}?ORlz#9Ja)qDv6+?dW5BadV
zf0KWZKOSuNzrsJr-{uGTlV6bkgkQ)A>c2UkD{241E`%~5^b3qsFb^=dioJ~o*ckLf
z_K{Mn4MH+k8-%2RHpmo=AR!!~69Rw8_mz758t+Ff1QD>cclYoFBLxx6t!jyYd68@Y
z|JI9tAuD2NOHWHD7u#R>{M1SfxTljn4C(>?p@s-U;Av@tXbBelL6qME{?;?Z#Oytt
zpe+3EHef|}OB*Oy*%_hg2*q`QfpuK0?Jb=+<(*wT?OkA&PGH0ttX-U;9;_g4IVb{C
zV<ZK@+=h3Iz%aOz)9){Y-S}x{ej=leFecz1?D~zz)$uQa{1<pAK`osSk?#M8vunCT
zy?)Rb#Erz{Unz2R{BL0LV@~!kTd<}(f=c!Xv-v-u1rnQ|qKm}lFFE~b2(OO+BR29L
zp7zcN^KJ7de-PLpP_TEkyfU;VEXo?XziLfb|EFmE)E^{TKLqg)0p|U!5lDsL{>!j{
zxMkG1)m_}3EuBEz8k%ZgUJ$pg3fR*fjz~lNoE7gM%auBq_g4Z#fJazD;%A})06=*v
zEhi%nBm@AQVV>@a+R}HfgbQ;JfB`@SApb0_JzS+VHC3+;U@kD|kJ3NC55@r~SI48A
zS7ZHI^KZcD)~@cJh<2@r51$Rx!y57X9r3aE_H;#*qgWtd5-Ud}eASM`QCC|QQ67na
z@jVezj`#)0y14qd+uPb9lvzYX1T2kM-k@L|9}iEcvj<oiX6@qc>f(OIPDI<E=eX)d
zfKWjnu%e~2vn801i|?xF|L@-wEq{!-r;DT!3fbWAvft;jhP!+HJVF8T0{~Ym^iLN3
zV&*SnX3VWDD=TB^0kr`k8LVyktHp2azVb3`?GXd`upmi+5Kawu8>l-%kyw;%5PpKa
zrw^h`2kz?X1a-c0PI&&1I;7X}Lmjxac_AQPq)GX0MUXzoU-kSTq?Bs^QU427gomTe
zD-7aA$~d<+A1{ax>75`-1wp(>6O1V31MwlB#`?zqzxDC|Z6^Hxj{f|mFZ{poM)+et
z+!51Xo)Xe=`88#J2ng9!`#+@)(xdsSDL)8_!&TG26AJ0<{MA$d#E&%Zzv+NH{#pMc
z-}q;`5uxxud{Ct4bY=gM0CM3(SOZN<dzk0116_N>N@a^Y;zyVcgkxyT1L6S*3LyRw
zONW}Jr@K9(h>MpGQOX12{0Rw(@N$U=BN`a$ctTyl{CptpJAXlcI<kM+r7M;rX8dE)
zKRugY?krLqAmAV3gsl7N|ALVYu&IQ^FB8Sf5BbYP-Agx(l?HY2;G%7xf}Y=3S`fxN
zR&ZZKRn?)*mRi4*ZAwtdBCqTyV{lvz#`RN6%$~JMGH64m+*{iBe<wRY8U8vq7|i%Q
z0PmyA*zrkpn7byKLt>2EH?i0mshUXX4eaWy3mM?&4!->UWx1L=LdqPcpXfT2oyWzA
zyua~G_+CU4Bwj+!{;rWo@ANP3@qqY|Zp42l+X8=xq&k@Y*Npjj1qA+@G5~<9q-qay
z`DK;06=lFkt2_Vz0<aO5nHK=KvdU^Y3c6QTLs?!H?15<X+n!uOzpb*8CK&u5>;BuL
zYd@?qiYB5Z{|}3a5{iJGep=-n1pLz~1JSNvcLag}0Fe9&w*3KfAlv+arLJHbXBff&
z1Fvv)wQ;t&f;$m#q!;|kFr!|rFyUVIP;UhM0Rb~O!JX|9@DTzgafVuY003yXSLL2i
zYdZwYgMe|}k*fik7yy8UYx@Um^#}a-Rf5Hu^=hRM1}j0mouHncoSK%_j+O|YOx6YA
zj=_BX!zw{^MO!d}$b!5gf`XiUTnO_2_4i*^{?+Qg2CjJfqs5-q&sC!TciHd0zsp>*
z0RZ8B1a0Dfmsvdn0P4a30P@M-WehJ6i(DuGP&@d?sz-JuFLs`uuD7_ky}iA;?4j0N
zR|Ng*@4s#ESId6}{x~1k)%pIS9as)}*AnjJ3BDq#HDa#|cL#eQce|YbD#ZWej(?!_
z2Ob>S(7RB?RvfXh)<;O$l~;+_Hrv==Ion`+*gtXjf7tC09In70a*Y6pb1wiS=3D^6
zK@tG!W<LOp7zcoAl7Xl}`HOF=*!qAg%`>1~`62fR7*UV>{tsWkIK&~)!`>ErRV=Hm
z3;yj%pj{QA13&-*011Esa05UOU;%If_y9rxQGgUc9&j6=0ni290hj@-0d@dqfIGk&
z;0Fi-gaaM|;sH+psenvCE}#%l2B-qm0p0-G0NsE-zz|>zFa?+cECV(GJAebgDGCY-
zCJG)3F$x6=EeazFI|?6)Fp30<Jc=rcHp(3o3lv)v7z!N44<!WUAxZ*DDoPegAxb4m
z14<i8FUl~=CzN@VHI#2CCqPsnE|3IB17ren1BDSc?5hBEfu=xPpc~K^7z&I9J_Tk2
zOMtb&Heerc3^)he0Pdp#P;pSnQ0Y)PQH4=uQ8iGFQ17C;qxz#pqb8$fqn4pIqV}MU
zqRydyMLkBtKqE#2qj92%qA8*2p;@E3q4}f5prxV}pw*&vqK%@>qwSzwpyQ!aqqC#m
zLRUsNM7KrvMh{0%M$bd9LGMBzLtjQez`(#D!(he`!cfAvgW-U2A0r0iIYv1~E5<O!
zBE~)@CME?YJEl0M2BsyZCuTV2Gt3gq7R(XMWy~Wi94uNaJ}d<+BP<wJFjg{F5mqzS
z2-XVLDK;TCBlaz94Qv~1AM7~nT<k{dLF{GhQ_wXKGe{hy3vvJjfu4fOKwY3|&>jvB
z&P^N<94#DsoIsqXI2AZ=aprN3afxu*aAk2#aN)SIxcRuPxSw$M@bK`M@TBmJ@I3Ki
z@e1)e@MiFi@QLxc@Rjjx@B{GE@N4l$@V5xC2^a~a3Csw536cq_2?hzi5@HiF5y}!;
z68aOS5jGG`5bj?izQ%h^<C^oem}^DXdatb#VG=PB$rITSg%afubr3BQqY~2-%Mx1?
zhY;rycM&g>V307AD3dslJR~V486epqB_b6d)hE42nnv10I!A^|#zdw}=0p}pRz)^W
zc5<EOy7YDE^{DG**GH}&l2egOkweL&$;-*d$WJK16!H{~6ptzDC_Yo7QL<5LQF>Em
zP<By%r6QpcrLv}qrmCWvqy|#6QEOA*r_Q17r{1TzL8D0HO7o1SgXZfEvKvx29Bw4t
zXuh#VOH3<)c(YRyZ42!>m=r7xb^<>IcY=55sOgmG;B;AZ19Yc1nQ!Xd48B=@^D{k&
zUYPzaeG+{;{SE^ygBpV$Lovf7BQ~Qjqa9-kV-MpY6El+mQv_2T(<(DLvof<Ub20NY
z3m%IkiyKQe%Li5rR$*30*5|B4Y(O>$n;lyk+aNoTU69?L{W<$E2Rerc2aF?|V}cWx
zQ<~F@vzT+9i;PQ^E10W}Ym1wK+lc!ycMtak4}`~wCzof6mx%W^Z!m8o?>9a+K5M=-
zz7PC({0jU5{Pq010_*}%fee9<5MqcLBm&Y7ITsWXbQdfWToYmtvJgranh+)t))bBr
zek+15A|nzY@<!zNmf$VVTUEEVML9(sMT<mN#hAsQV!2|A;y1-D#k0icB)}3D5-%j?
zB<UnAC9@?Lr0At=r1GRzq*<jMq)Vi?WO!uUWol#&WpBwokZqMil~a_9mK%^KlGl?@
zm7h_#sbH&6tgxd9QM|9%s)VkjqV!m4LYYR{TDeep=eE%82e&&_a8-0vQdJgI*;L(C
z8`Xenx78BWrqvnMVd`}n01ai0M2*jy%$jbRueC6=G_}&SzG(Am`)T*+5bK!h6zLr3
z%IL=FPU*4e!S&kp3G_|$3-u2T<O~uF<_x(F9~k!Cp}b>%r``zDNZ%;WXx~`g_=)kd
z3B)AaWZab5^qy(28Ks$%S(7<|xutov1-gZSMUlmsrG{m;<-V1&Rl3!VwXAiD^@fd<
zO_I$TR2-TBUAZfMH{tH8t+;KX?V6pWU9#O*ds+Kb`&|bmhfIe<M-9h($4e&zr*da3
zXA9>B7!k}7*6DJ?<(|v1E4ypB>zvyyw<m5p?keti9w;8B9`&9ih%IhEoCO{RpZAjR
zO7lAM*7vTyckLeRUcV2UPn6G!uY&K(`)K#A@3;HW`33pSKahTq<&WZT<=-Aa9}pU_
z9H<yr5CjTx40<2T6PytIJ;WfSF_b1WFmy3YF|0ToKioZhB0@AGGZHP*K5`(6Kk8Z3
zMYK)yyN5gvlOLYNSjW73#QW&!qs!R4u>)~}aT)O#@v!*u$C8f=60RlqCM+hZCDtZ^
zlcJNpKQVvOn=Fu=nF30Ir_4Q7eOmvF;aU8%vsAm(u{4>q@^tF-sPx0<HqS>gq%z7f
zX)+&Xp1iPs@i9v=t2Ub{J2?j<$1CScu6}OMOW~J=d6an%^Um{O`Ev!@1)YULg@r}b
zMRCQzVtDadiAl*&sa$D&8E08mIa&F`3P1(CV!hI$a=c2Vs=Zpcy6hF>tMnS;n&?`T
zTA$jTI=i~L`aAW*4YwQG8$}yyUUR+9e?#{st%<ZLt{K!E+I-pK+p^#4+WNK4wr#Q9
zynU*}u;W9gR_8#MO4r+Nh3<|X>7JIi;&0#d-s)|5C;YCiPq44HAJSj*9`e3sKyaXT
zP-w7zNMxvSSZug?L~^8URBp8UgYt*IG4-+GalP@66DAXLA8kIaescP>JLxrfIu$sL
zJ{|p;@N@DE^-T6G>umX);9S$Z+<gCn&cf89_2R~o$I{ty=oh>%$t$!gg{yq4Z`Ksn
zhSrVOmp5EDPQQk4UfWFHV%d7NEw$ahW4N=t>%M#WEoP5mFaNv1_x63w{h0&jgVV$4
zBZ{MfW8veT6N8hLQ|~j(v!~~*=ZzOC7t@!{mzRIvvk3eO3H=d8K<-HXiXsU7idFu7
z6O4>*|Jv{f2!fDJ5j$JNn^utH{^$E)WCZ+IFaG~>Ka32H|7t1#L8M*~aXG}O{D0pX
zBddNk{omOdiwOSO8Y3ZOGUaOT{9|h@{A*{70RBfCV*~|%5b^IDV{T<<M4n0ZkNq*9
zApc*R#e3=eL;Sit0BM%z>3uJ0ZJbKt&HDA;q7(7(2hC;chPj4`mC2yvRJfC)>uxXg
zzTBoRp|!DUe@R<r(e`p1<z_lCT{<bP*%&{iStan%BY!C^hue4EmHi(FXR&H3`m5W+
z%y^aX;-8u8mRLC1_AIYuYw{}AY%_2d-;Cp5`5L)}{+as_XS==??8$n5C?>y4{rsGh
z6WA+uTkBKoOlmYyuS%XUuhWG;N5JO9J0EG2XydX6uf1o!J@SmsTQ94%63Hh{?qMW%
z1d{TNOJrKRZXZGl>0irJkj5(a*EbEWXzrf2dqlO@9jvt6JIJn7+j_K#SQg7%)wv8b
z!lcTixB#ahGq%6WIx@TROPUZlynk<hj!bd<>h+%lzmN%!zv}-U(?RAy{;K~S{DKIA
zAU`8s5CISb8R_|NLt@<85C{nJFX1=-KhhIdaloro8Mo3MgFD))?7H@dY=Jt|TieCi
z5~iu6ri)B8$swYu?)I*pF7AjB4pOC%k)x}Qh|H6+oUV(avYeWwE13INa1fDiFaSe%
zctG3+#{9;75JcLLm)DpdslNOOSm;L?zlgCAA0pQ&C~SQ7zNM=UfBs&zN0ga@ganQG
zgb;BgA(5+JkPzZ?)%NGd6eJA!F}AP>=&Js&a$W&pV~Bu=DMHN<X#R-jD#Px&fccOS
zd_(}#%JV7)hN!%n%+;*;euvL^e}@sd|00xzoScTX9=icz_h*CncyJ;jrEn)p_kSf6
z-;Zd{zeOk^0il0IkQbS5_-_ytykf>rS^2vW`xP4E<Ns6HO&_<xI>5N$+hXW0@lx1#
za-&u5uVszB+C;~4W5cJ5%#CP1w|f0Pmu@-ntj(oY9p0GE&01D<!r^fgt{2OThn{?_
z1$=vBix>OlGGWI_QKaR!JG%MBgOY=|?)L%o6GD>G`_NA;1ED^FjHiIEe9=hjCK_+*
zx<$0y`PmxZmnXa1$8DP*YUsxjLAer2tjk^w7V_7i@tFAQ<C_BENm=(7AM00UcdJfS
z0y!wx?e1%<$rj1hrjp7(<-`<qi2E=}NqH<zr5;!8=b|32$QrLdDYQv^NKX8<g<+6F
z$NjXE``*+8{J*O+Qhk3C>o0Eplh||q5@b##Ze15WnEloL8DJ#6wSR<7e+a)kA~kR&
z2EQdA(cwy65HWQ`mglOGhcQy&v`znF=9NtF{1!98KO%bn%tc<o-|;;}NHdNXAHhX=
zZ}m1jrAfARLa1^IZfQ~Nb#S*FE^lOfRvkBCLRPZV+LZsdy48p&DJIw5?_@LN^@6!#
zTweQuex1F9#Tq6QSn|uDYERYg-fI%(5n@~~X1>b~u$a9U@m_y~QtawRG^COmU!xaO
zHpY7^Jolm-opQhOL6hgp^`f@^ucM*N+^6>V#fM6CR0H7&*JSUVEtRN{#P#|+tm&Ej
zodL)&{=YKdpVa9e7;r_Z|9b`?75SeTfV8XsiWt%oa>}?k*(f7&xAxY5a{ZUtxMC#l
zZ$=`G^1qIw1a<O)BC>v#$gwo6ob27;&_4(JON0b}*z|uG99jEwaHLWB)sI`w{_fAP
zl!q}Qr6b7g26sVR3vrdrLM-`Le7Nd{%$)oqa(^Q94+tRhE&n>e4=N#7i$90>g&SD#
zhX?i#Ln3ScZ|8(aC-HJaooy^V>_B|{LfrP2)^JZKh);l@+XV^!Iq5$P<X<}fo3nqS
z{0}H17tjBE*8jF#2>x=35ebZcR&c)GS=D>##PN|97B&_Za{=e)XsG0_JTbx2*Z|!+
zRN24l6>>@blZsbX=l7D0T$t1?ouU8r8jsBBa6%B59&qyW2!i=|cz6&OHt-0VUZsp|
zJrJBk)PcCAuT0z3B@aA;h$YL?RSEhdYl=MnVfZ|eBY?Pn&_^0(>x8(736U&B<Wlv)
z{8v7~)mjWiTtk8MXMS9ZgrEzQ4=jjWG=B>%qYNSq3H#*_-vZx7v;wnSUF>u<$E!Y9
z%b&R*4=V`S^(PhnnaI4t{DOjixV~TC`1l!jHSmb>udGsU-kS7YdppUYQv0SimYSHh
z$BS%=F5Jm0xU#xJ)>@Q-LoJdOj}DuW3yPyjJy|t9A{bpgC&e00WoMt3P@5#<67))q
zm1H`viM5XN<4FcZ@13p9!}FQ#^QM-=ay!0L{tcfmpYBqJUX!5|h!JKe{p^_|W_rBE
z%Hl&pw`*X4ZvyXVkzB*X+JBFQt!H2w(Dx+r99T{0kamBcw0NTF_0H5bSU?On3~nGB
zv^*I59*d#{{rK&e(DXeIl#5yt8Jo5Jjfpa@r3qjRvv<dO8m5!-{1hO78nhgg#g0+6
zec1}|c^Xov1}BgyQYS&%Ufhy33;ouD5<ql@Il6f~s5_Ch^S$PnIGxle;PvXY=xod(
zmgpBc^`NF0CQVUaB1jIGCv9q+nc`{uwa>u;q4!7>N>}Ykx}@cX#FjeQUST#p;*ynJ
zJzPa&lc!lVbqeyI90It%aJrDi5*;!<rU$%~=Uf$C74Z`{3m%C#lhPK(rr#dW05h|_
zr|oM&Zz#{6T~zXyGy)VJKBnjz*8dK*k)Ft={UVto8an<Wf9LKQ9VpBH)x+{-?=R)D
z)x&h(aS$(|kVm|!&p1_f)z@wx{<V|%`0!hR)a)W}BhdE**obpiESyOReIk4Ep$&=b
z^{j`(4h838zEs9;r1?vW#|_8gnkOVD?8*rSBG<k=mc!AaJt6X?_F7c)Bs$02aK#89
zl|<djKhh|wvw+dq(KnLrEEHGV*T{0oqOS)TTw``?hlywbIYSyhuVRy50&c~Mx)Nlx
za=U31u;r(Ht9>JW8R2*1NfzwsJc}=Ox9}r&6byyA+x1k(fPkDL-*qp;`CF|ui>vuO
zao(1*m*E$&eXZx=(+ag;43;tnE^mCvR*)9JF%8zw-nS!e#D0L+yxzCUa)NV_WC!>L
zzaSkeEz&u@Z|P!f$JPIUSBg8R*}KhvQg(4}CR8uA61Vti7<YHdLh%ml3~-~zWw9<w
zO2#Js>~Wu)<bwbEi9+3DjMd&CAP<bZRLY>^dOe=kshQ#S=ql-V%GyP8t_ad5>`h6!
zYGwBN^2CYW*VBS9q049M18c;iv}ysVvr%%bRmT+sRKr4+*Dqpdcp}i6$y{1nLY~FN
zhonDFtmjFYPi=T<Lg0PfoAwZOi}{T368DmQOlHhsjDKN$ZBXq}VD|Cl&9CSRz<%~v
z?E<nf)C&{rkDfIBE`Vvm$rzZT=&*Po_hEL^Duv<U!&S(4obUK2<jsI~x~F>(o)f%4
z_|%U0+`*j7e98{{5#)^O3>%({X2M!Xua+CuPjB$pd2Wlor#Ed0b)ctoxz@d7?#3d%
zhs$2%%JG{b%4y&j*O*RwT&K2MP`$$W;viH0yFA~#ndb_l8Ebl@1gb3p=MiV$&Nz84
zS=bawc}6#R`osf6Gy+eVEEX)kvz_psFs5yo^R}_I-n)*EDwsQ044FT^M^`U@MC97n
zTH4CqR@&{jGd5SdV0nh_hk0@Hf~YyOA;Q90V=ka0qD}l^Ch8&1*$sc%%WIcU07S(2
z6(YA67}TmNM#%UwIhay{Uq_c<3Q2{(Wjd14c#OJ)<&#+Lu2q(9{2tH!e*Ly9w}*@C
z<s5eA!l)m8OL|K*;%P9?FIg|iE(_TT9CS=eeO33X=13jFpzSs7vh5P{sPp_<gs(dx
z3wL+%c*|pfH761!r-Zi-Q^?GEsB{G{?tZ(Gj&oh;#bj(sTP(H>tGBo}!6E<HlOq!5
zMf3UR(~xQSak<Cd+u4Twdm=v9Qe36=P`w!&sg`&7mxPuCj!|8DRC*)olP>xElS@{N
zBBe03&eQAmybB}%sb?x5q-y7|zk$3ly%jIeKfLh8ZOQkIIV0&k!?u#&ZY!KozY(e+
zNjDL1T98(*_aM3~=)tAX*!zlEkGH1vG513PaL+Sv5-&URcTlAuv50V|3>WjAGhEGS
zR%)rldxUs%r;md(d$#A?LU%`}b?OsW=N*?LQ6^9mMY_XwsM5*yheQ_0D;K%kqd69v
z*{N6f$WfmhQ8bcz)DyYdei3>kfyq24L4=t)j`3k>rJk~3C`4*oLn9zX+iA?W$TZM4
z&V$vHwMedMNwENBpnJOwo+GLS@x^!D;nG#UA(OV(agS!`TwY2No3dvjTVNce#<P98
z7TDq%PxK<}0nhqu(8VQTfj{O2LXG=etC%!dH5|9TOa=1oqn>|8htaHuO(Wh>I3K^h
zV#n)sv$JnB4kh`L(iC58#ha%Y6ViUBpWSmz(r<+EP7I6l#&fek5?AkRTFc<t*7TKD
zk?n=+faM3^0M3#f$~mp)t;FWC6HBymoI9Ib?`I#+hMjziTj7>9$YMOs54wQ8i_5z8
z%5+RNxj4a(bLiv5j@F#wWso<@XR|<m^zSUurmJyt&8T~sIlebGmjbX~RkH?oUtE8S
zf2su(eT7lKs_cn+Li}|K2m_9(nyVhHthk}JX3fZ^EM>mKtRypi-g1Lw+k2Qe8)P@g
z11iV>On>e&S7x(p#$IZ*XK7M}M91@af6{(wKOq08nyRXLeS@zCGN$)rE&7{o6^9mO
zoIL$}LOeC@(F3!%sb$ZPC1lk$e3ajBl`3$8*fQwJUrx5~oh+M_NcQx!<B%nd`rU(&
zlt|>ikYtt}ezRxk?k<U%I2fS|`1bA+qmTsrgg@ReflABT=Qa$dufe+1(ucbIO)k}l
zxdYze+Xm%iv(6EE4(C8m7Bsvi!HKa_cl^UX=LVm&vYAigv!KtL6ZXdKoCbD%I(9Ak
zn94M{?gKlm{$JBW?gR@@Q63QI3by9DXSg~V5759~^1pQ(t{vNON4!zDuEtk3E909k
zeq9M(d2iOvbUJIVlqL=p6Z5MjIl&k|JX5?$#%&F?uW#;~$T*%Pp1|kf#oQYMZpHUk
z$-gkfOr?6v_>RB@ah@9+HP&SsZ!CM&Hk3WK_gWd)bcby-eqI?5xBEDX`d~@P)9iA<
zhiB(=MHr2W4f#W-jkSS!XPy_T6Vem9hM!621&u}mO4CO}SHjC@e4Hiy$Oi|g8^0$H
zJ?+V%?#-0S5cF9Y*>Yu>Si(Cjf$eYBWj#-sac?bsyS3-|PUn=-!_xSWO06q&#uc^@
z%@613YPBy~9N|BWUW;kRL7{Q~W<+s!geDyFKD&*ydT5}g8i4CBPHwb3-ga2elyAQ_
z%L<Wdkegc3)net?KBEfWrp-7zI!hSqBBEnE#~WtoO5l&g*ymp};d{o;o`ZF>w)J|L
z$bjXss*l5{aBmnU1I5jc5+Bg-zi!N@!%L$D4G+F{G?8`$CsH-%zK%~Brraji9_h`X
zUdx9N^Ft1xukPN<`=Yvc!85ljEeFTAuTCSnH^?AT;%p$aRIzxOa}q7{peMn#hmrmD
za_#f;uBJ^xU$Zhz$qiLg-Y^`}ig^(UkZ27LZh`mOJD3sRQg_&AzSi;NdaG85$d?k%
z&*>@ONwhorD$4)?+@hoW?>#r{&HZ#Oj#^+Qx~RZvB96g6<#Qa6Wt<?%iMf+NhNQf4
z<*HNlLaIAn@7`YZU|*(?__;bhQ-6<A&&U%|Z->F+G|Wzil>r}1pP7M+=fypH9ggi)
zBr`st8($i|@n7u^`d#dvdAxqp;NyMRdb6w>FK`m={b$;4Z__ICHgC>5pB~5oYc|SW
zezrzSOulFkKc&~4cp!&y(tjJ9^JSO-{V48^m@uie-21sEMH0;mL(V~vq5r0^LW!!l
zPWbSon>I`0-FH|?yJ37`Pljn<l5ncL9_&K#s_=dHOcP*aZ`X)d8b6dTbg?HM^(6i9
zb!IZT{)-l%!8zO888qb=nVguLkaq#0x{=h<Dh+W2uF$r;yQ1Di`yRB}T3d&!;yYpq
zFXV!CiH}f}R@#cc5l_3|zpBw=UnFE^Hx$!PEs&65?-pxbzg|BZ?-C?;BQ*H1o7zl&
zZ|mc9Lzmp=5}5_5J3jmO-y3b2ez)BTy`OTQpq||k{^C{kiEcFth{v0XFQ|f8?tX)}
zCcc<7=&%^|vElye!|AxJi->7Qu;I|%@<$Z?V?*<Y4Ytyz*uhf%1%@80fx{+`QiWX2
zgU_D^?g$?d&uIj$4Et`ez9Kz??VPsmy+yMm^rJkpGHMs^5J%nf15T!aRYS}P{Dtn_
zsNG4^^ryjV$Zv3zmcerO4he@v+`E2AN)~`>MbK#;;y#p9-$SRdIBa!sEz<tHqwAY^
zytmYuCa*u?yCy=(R)I^fcK~lo)YRL_&xSFF?o{1C=|T~}KHt&p9qQbzkPi<k;D^%q
z(vi~bO&O0~(JnYdy0COsm>PG>SROp8rFLyBK5S2h1(nVMMeESLU^oj|4tu!$Ux2D2
zbrcqYsQq^XKjFUC?sX2_6>P<nCA>Wc-J$+^it*9gC?mubc;=>mA&;fly8TjQi|Jzz
zTE7FP_okseVf@!3)H^R5*L(<9c|Gqhqtvzd9)3z!P`P%^%9>YD>m$42CMl+XuaR#T
zN?Z#e>Ie9H1sLav*u7vULWS0eU>Ed3567OHYjYmcU8@)n?U=Sw8}_;<vqcN+#+A$R
zWt8y3YcF!c*cBfE;;{}O3n%{X1MeDkC{y0iDbx}$r5y7e!t?epiC6JZo3<*8(|NSQ
z+}#;Y8JTn}Bl|uQR?d~5HbgT~=-wXcY9dURPNZ9<$;u*=GQ^FG)zKbVVK5YfMSpW`
z0&g`Oo}QZse{xHH;-wC{{F^!-s=DwDcPz#o)H%i0y^5X(np_?!A=@G4!<fcyB1!aE
z*OnM|dgvYitw@(t0k%M4;-u6UAJAT6$rz2IH`AU;Rq6}t@Q;SKXJ$j@7BwA1wducZ
zVq<9xlN@=yr2yLorlY)wO&qicCko{|;@Y8R7e%>Ifzke~@txHJ$$LR#nN~dfaFDZ#
zgpPg>Gm&sg>wV&T3_(x2^S(H|L<2tT8o9pp@Br~hvbJ)9^0+c?(@V4#;WxsK^`5)L
zemeE6le&}N(K7M#bJj+_6Z`Q{$6%<0XzaWeJ%l%ZJoaUtooHzGaAY<h$lPi*tg1@w
zV$`CfrS!O8w4wICx>v$boi;RQZWeVg3mj^{qc%4YveGMo6|yv?dE(4+E@*_?Oz;L|
z<d>Fk9V?{kmXXA}b-U>C#JzP9!=t)xN(VBbI@I1xR7p@qNOKGN{;btd*ar#yjF25P
zc5{=^*}iungafbU16xaNY+#JkEl;G*46-E<gw|Vy!_avmNMG4vh0I~LZlex*Al%_O
z{dkv<Q?g^S6m49+1F*Yr;I%vb4uyAa`nIB=`lp5wRJvl~q#2TH#cYOaOybQt3Qd24
zMal*z1ryn|9#-<?uBPH)rr|wI!;89$`u&R>oekKF3?$G=Te)LJmPcazb|)@=UQ#x^
zB^1{jj{-wB{GrUN=L7>~K_3kZa_H>V1e|OwRfo~>$}#ZRgTqf=WPJ*x?clkU+Sd-i
zX%grR5Vv!H(7oR~DlZ`QZMS|D1+IXT&7T=s^UIA|KiWe)%E-|VH#;B};?H<wdPdN1
zNO@ty;m-HbsV9F|CgaOxHTfkvH`)W<NDXN}(oT(R1?sRPD(gpeI!EQQrxA3Q5Z&y&
zowyJt)kUp0@lOJ3K5h+HexM}Ze_Z*2lV`nyrAy&~D+iqDb_-wfB+77;b>Rlxq&V42
z;x}F;l^h?Px(%|hvML<4l7^mnk|~-1#LWqI&tw*BD@mNkZex=7a9Yo^MJ{+I&vsdU
z=nBV)4f}NSoTa~UCyOWT)phwhPMu7GKB#P#mA)K)qTg>)$7JAM7%c92&ab+B6gV*4
z@tzIa=ZyI3vfEy18!Ra<Q|HKW<m*7KNPrnY<S%h_+lHE(7Dqj|drWiJ${~GDw(Y#4
zS0s?}$ko++y=bnkqvRlp=R<q`4QCDl2_iF!Y2vUm!<~Z<-fIFwcohrFnx7L>iN8Ae
zF$r_uip?^z4{alHuAmbm>6h6paeK4V%HLM>R`~gC#_zlR^A;2_<T%xZ9K`{#Ht~@{
zY^=KqZjb6s-pHkMjz=zMbDYR$+UXd7NSG`bFRpQ@G1A;~$X0Nex_1$pkh_qsW}*GO
zbu`}AK58hQWJxl33~fMt;2k_ZmeIp)U?k{P^1%BsX3_4hvzHBbdSlZY9rX_VW470V
zOk$_eM^;B*Qkq7u-mAbr(qk=tujTf!f8#Ti;_K_G2(#i`H>6*YxC7i63g##S4Z`Vq
z@|X+~p|K*O<@@Gn=UqHL2P?NTPCbr22s}B~1|E#gCKl&Ky=lp(7s_;KQG5%&Gdu1Z
ziaS)0e~Q)o1h>}ocHeGkskm*cCN>3t=YtYG$P4g9lSen0fTuzo1H;Z}WW2E@Hy7}o
z&rB%@@WAY@lmY2UbSvSI!SzRg7&Oh$eNs9U5XO<_YQHDU);CnGgg@~{<$xcFU4Q@x
zT*!j{$($BF@O;=;|GfXxy6Y>R=Ql{8i*jxRRG5p^JTKA7TZ3=nYN4uryIk6iZn%^T
z+zlFQF{?|S1fO&`8w73-ZccjEunWCWNIon-g%1l~+c2*_aG)%2zInK@Lt5GZpV#-f
zT(7yz_T?-!qk(;n8?WWuoN3W-$c8)BR5fzGX{=dkO*A&XH9+Oq^Q_XS_Tu3{?Z|-9
zs-cG0*~4{wqjLtD;*i)e=^kHgpM*zaZfhpf!(&b6kG>oP67?;h%H@ac4Q=D?_rsM?
zJwDDqrE&lK<w2}sYprK*M!JNUkS#!?_+46GnmuW{x)C&2KhNsPM(roMZI7cht0!n(
zUv^BA<jQItjRw!ADl9u5eQ=q68oJZ{h)ds#o_ca9A$D4<h*;<g<&^vF07rtnOl#}i
ziIGwzZo%dmrEwvc^Ymxo$@+4w8aHbK5@RzCpQh07PfEBy8CAWud1YfBCB@FQAyFa_
zn|#&~I)(Ky)Fss1n4QXlzH=w;uFG_N&;=oG1&W_#{ZhA$inj;05zYt~M(-QyJ8cnd
z6M^PHv#<-A_RNq=nxjj!!5mTW8R)1yL{dtn-o5P2d$<}qO(nB(RP4iI3C(AP84&#4
zb#|QHgePJ3n+r12A5Auc@0AoPOgRDDsB%`oXLLvAL6`JL0l@}tV<wOdKWh}n`+_g<
zlyOHD;~O4hP$dX0Ffj0Z-l7s>NR0H2p4&kO2t*C`+z%CUlB*!ykp=_7`i((?Q%Z}^
zXiHzD3Zis}>q@Zkg=93@Nwy6pZU>dHC0y@`kEUgw6@5!rsze;Y<6ewD_E1xUFoIYq
zq`V`A-az{#*R5#RYRz*oyHMc+n*AC-RuP-*mv|8n%E9g`|Fg6sRjn+I$Nd_uUL4P1
z%xQXuV0H)1c7mswe2Jp_qWyBG@!c^u+Vw528NDCvPT)ep>8O2~GAixMoKH!`NN!nW
zUsXi3zhLGR*JaH>pXK`+O!)de1=waU#2`j2x>)k~%=&tS*rsvbgraEq8Q;t?Mp?)4
z;FB7EvGZ1Tm#wMe4;?%apr;+~f)OP|$~(|?bT)hpp$>+UR&4>Jr&7{|^N4339tvHo
zFu0aO7F};~cwt99YrLhBCuk<kcB9eiFlV&<a$-gCde}5gn%>5{TV-#&Px8!FFI_1E
zxF!#-HE%sJU-FVrw%u7iQ+{)!DaMnf@F@P~s<3>HfQ`Uyoji>YMaZduT(w%jW~t{=
zTb7MG(Xdv|82)QDtdvf^8aVmOCtsqYzkEr#WB6EqE-m}u40F1=sQ7W{&DDm=F$W5?
zMBXRw)agUo_+!<g<rk%S85NQY1DssG%EiPzv#+cqC{;8bhP}ET8zFi^jUOnmbh~|G
z(^SBx@`LD6Z+7p(f-y|%mKy^#YZPIS1wOHK%*h*nm)1V)@u#ds4;!Y{g|5lG@xcRu
zG9VxCh9=1p6k;V$Sd>!&AKI9QOdDa5f69}l*n>jrj2$`m;gB))h))U@O}mCoOP(Ke
zC&nh8IWF$3buea2O>Q^4K`(RCXd5<G9L<`~!*iTJwKY<ql0JFtl$`~sevvG8fMVun
zzqiUhdMc42;di-hep0?ha4_5AyJ{?a+D1>sCVQRpnLkN$C#x_3`1L8Oc)>>!gBHi~
zjnIdRTwU^lS)$i?1&wzhU<t<^GhN_EjZp`s2<h}=QNDS{c+}g37sbHftSCDyeftl-
z?O7{30Vqc@T~-3ABp!Jquf_zdCLI^lU@IOB!5U;jLZ9lDQpJ?76;~DxJM~&29<uEG
zjsL99CSm@>q8wsmT`NMZexHRu!e$j?Xg{-klg@DwI+`1hEX%GSKHPA2NPFpdI#dFP
zQiy6<*Z;P0`ff=o-U_{65B{)-c$~aFeI#dZ{mlFJp-M}<Zd$Hd?dFK=xcI@uoATq?
z_zzswU0(=XvuRuor%Ayt9q3l&vxs<CA))O9@uG$f0+f-jNs<_9%H1l_=^xrW=6pid
zm0cCHGAr)H6Aw)evvlBnI+~=_Ziv4av@^34#d95B1iknPhsU~Q4mkIP`cZ<f^36Up
zeU^K6Sv!Wkh=--$2hau9R}gBtvK%W{c}Ff-<_IV^iKM-pLc?0yLsRu)b$E!b+PwVH
zI-=DDpR32L_`V2R_QYmg&WyC!2T{Ys!osq0Yhwz0TNyrr6+;pkHz{75WWuko`nx`z
z^AEX;=w8+nnSURtGfSO0qBTwl2rSMIaCcY^w|iiR>V2*+Li$<cyeU)T^5VWr$?m+*
z$EeTsV;bImmi`G-ZJV-Vt2bfu{xZ(l(bKs@T@Y4Jg0E(kH;cyC-d3?pMX-!a#H=8m
zQ~WTDqu5Q8@NLWeco-goI=fe+I0UzriM`5@qx{7bhvN%nc|6cglrFT?Y*;Gaw`)5;
zi=ycJ;;~Q?0DWZRxRmRw)k`jn`GjngO5Uy<f%LCAy*A~HX?ezQ4srDQrw{0TaP#Rp
zgnK$WMSGXD)*e~wJ?YIgxKqBjSwff02>*B!v${h~!x7(6L}jE3-MO%Vcyna)9hU#Y
z9BBti*aD<kT`zx#sqTrVAd8ylnM0{ol2)(Gbe3s>@zb>e7kk5d!=TT4jn1ju4lM=z
zobc&+a9dt8(@1%lbj>5usBe=i(x{{K5BwJ@n2Nc_p!=Si8R0Rx+atv2!T#dR)pm&)
z6GDyMdoHZlre2lBgEcc<FHMb2JK@Hf?Vepv9^Ix7f)XSVq$GaB{W>Kqq`|w_7#-zq
zGD9m5!Dwo(B@?{hKLWN_rLGi)M`e4;S(C|!49~ABB^hMrXWIxz=MbSsOK2DcKAGGj
zwr=CloGwlZ6nb7tL~5;1_PW#ZaiW~x?M~C1WX4}!`IWg|U`B)|JY>?)V0u}|(6!TD
z$WTG?MPd!T$klh<rd&YeqkxFOnCMdhTUJ%XOIo=#(<v9flkXp>w%286K71Z}{OnV6
z#XBR(Vi?&qffsowbX<>BBIAdlP@4ne2XCz)=y(z)L>Z;;PKG$(r7`?9w;pPIv$V!W
z!;{I0(}q4pOQ*(~qm5s#nsRBOA()pIh{TN0bWu4pOhi9Cn44js1o~`Rkd~0}eCvGL
zncdOt)P(CuI~c%|mp_axpWoMLV>*sKqgeSlr_W(tXFO%Z5T}yN3a>Mj<HW`N0YM2r
zTO|6Hfw_S}W+Bw6bt`>7GRa(+#_Klw+AhX0;N9X~JNo}a+gpHD)pcvbN(cx@NrQAs
z><ydlmhLX;?ruc7ySp3d?(Xi87LXK>#($&l^Pb1Y_k7>^uIv2!^3u7+9&^kw$C$O&
zcHQ@ag^b{?7nPio?B_3#K?EKxx}x$R;i*bvb{5yKz11EVWz(elM`4i4N=)l8@*(O8
z;|KSfh=x~~<rYPztu8M5{c&VuMgGADOW$@#g4S2I>-Oi56D`mX!>ZpHKfFA)urIi+
zhQD3k{=zewu^sMhzQK!fU)?qMnLuU|jb^gCv}!*}TwJ;W9{Kv=<3;9Is^m%H_{=XF
z(i@1cwJMz0P^3X~HplhBi}}XSMhr#P3WYHbh={iaBu_}6L#C>ZjO}v_!tE=v)+olU
zK}1sm_k2FmW#U^1EWc1FR(aj%9SS?F;j2rZHuf25ij(y5f`)eLtDY<)39R)gh4F!k
zO^cpAD;95~Q1FHoY=ED@Cc(!R>N(xLvKT$wM#=lM6)?ugF?KDhb`PSd`pSek;)0r{
z6xU|!D^kDHq$CAsMH1?%3LK>)d7I*hi&wrHD6Luy_Si2FNM3ki`J{djcri$bOHIV4
z!)l3)XnmVuF@klQL+|vO6&erWJ*xc0y2Rxxbp5z2@@mH61}YAmJj<l%AYc;wz(S70
zP2_Uk^xaG({5K-(W(O^TZ}3{!KsF9hB%Kcy2y%EQy#icZSQ7}ofJ$%m+EDcV4}2+9
zQ?uwcsN-wjPZK=9*J_U2b5*X8HoF@Lo6}Y_5;Y%`Xlo`6#zsqr-|rL@oDf(VufO7I
z>LBrh$rmf|)YLrxh-pXfY(W?^0*Pk|bBxmEg)4vV?C*s<?ot|k_N)_y$)x9Tf;Z5&
z&?I3~egNt9kIY%&c)rbm04k9)WgFhj5AGChDdAEKf^3elx`BQ+2Z#ncwUiR=>C>P1
zh1}=z?onq^b&3{_j=l#e7cm$4Pg?I~UZLMKxI;W><rVdxpV`hcXlploo;_LK#`$(s
zv!aI&jA%&j`Am4%1#>EXeYbhFN>D6)`$(D5M~6I5^OmOBr+IthwCIy@{F&1^MI-_@
zEEMDo3Ry>-H|9gu1~MNJ6=^^dzr7|&R%@1qF|j?TJ+VEtKCI@x*SN3bXD2}>Vw#gO
zpnAOU5REtnMiKl2Yhi!LW%H$AM!XD}oD2^RF9~G;`2<{U7BrNH-N!GlkoLc=%Obr<
zQmIgpg2RG~mO;K%<QEqmM)|hm<I4<cFs^bkwl@8AwM{5cqF-fVYa1DL9238ZGEH|@
zacOmGr+o&=_2%$HHPCF1h7&%QC72oZ9Wz<vJ6nTR-m6#Y)zqRxx~|Q{vO}zu+Cvz<
z?|CcvXr8%7NzfKky}T#<hVH8+Jm6htb2M3h?0f+kie&jiO3~D@qZB^iOKJ07biY$+
zV?!H;w&ULC%F{LVg$6fS8vJUjmoJv)IUmEM)u}B%%+~Kpf1}Qn;Zu-e4{ksgfBU)`
z)hC1~uF3m7!eZp16ToL@Vlb8_iHdvBHQ1QpqyJR<TLdx#ObepB^exYj`&e0lF@hSI
zDKb^`uqc}9C7IXU8q~eOppSCpAZLwOz}oX0T^}Nf0W8MtuX6A;{8iyw#`2%N3En<}
zaim}zCc?%#jT1i>K*1Xt=TwfQNFbxCkqqw#Lw(c<L5qjuZ}O3?)f<Gc5tqV)j7yZt
zufI~6CY50(w6<mr&$Rd4?6|+FHE|W(C4XyrH=S}bTAX%o?W*lcOiR7L0pc?eN#bgh
zsFi31-FQ>dAy=lB&yUU1&2#tgDAuviO65wE1<{bOUEsZMe%0_^J*P#bO`}cDt<}AR
zGgx@XDp;gPdDtFU%T#Vv2US|;=(RF=2!E~qaYCZM;Lv>DhbmPJnoSdVpWij<B^HKT
zyWT?OcqcSI$*aw4%1N>bxAduCH5?ue9+Db`8gp8)sSxr4e^)-90-ngs53Evh-zb5%
zfw|TCQ)uGf4xB;xQUjEO0$|!>1C4w!U{_#B^aV}uhWBSeS)}g}UN4R{-uGa<?@6kT
zt?UR-E4J>_;2T>9+;|RK-$7D5KAzOmym+}Uiu0*)<+ZKzu)}l#wQpbT{&AgR<5y)(
zrju-GZ5QZq?F%by1K)4cPH!?!7z1FmyRB+p>0@d?d?a{81vH`U?V!>Hm=BCwQ0dwi
zEj_=NvVwRmD2#!P-3eNHi|%VchzRu|SpwPobxs^8D{<8D9Z?#KDMl1!kYMg?P3=J8
z+m4`n=SRso2vi>T`1BWTVg-7>AH*iS`CgZ}y18MiL2^hDq_7T$K77}ask94>!FJeu
z8ABObnE#OyCAce^GK4KkK$izL+)YTUCE*7SPoJGVB}%-ov~Fm2^(Y2H2fGQX61=gr
zGJMn|Ur1=*`*nAWbWX=q+q1Qt*49B&X5~aGA*Wu8eY?x1JK6RlNvWN955oMLs#m=U
zh*PR2>Pu#`d_%-O2)$xvs%Ozv!D<!jb6~U~rwcaaCM6fa5fdmB`}c7kS)V?x(3;Pm
z#Ma%kOQqZ3SGDo2F+Yg0OFqU_tKIf`UOp?e4A><*gUOdCwq~C^73wnCV?$X_t(iC3
zjk-zh?ab3JGDO5C<|yS@aVz~i;V!^Y&Ye4G(k}hTE43$WW^u4ZEWBwGg)o(Pyb5cs
zCiS|9wgpj<{m{NxNqla~=(8z7ZM)HzBgd0*7X<B7RseE(aG?@TYaY!f{rxxEyS*17
zfjmkaVy&t%kQGkm4u_7`;nU2^pKz3mMP_p4TGb!YlVfIrag?&hilhsnFImDI-yCH+
z_vXD8&yxi@VzcSThE_#!81x9UqahyVRgz7}#cJ?EtALo^^~QH<1(NfPB~a#IXH&-E
zF?3TvsJgY{>mQLaRizz6&&A{kQ-aJea1MKES7D%i;jj;NhMqIR$OYZQqUwM&Sxc0M
zs$ZO%4%vuR>k?&ybVt+&T;LsgQ|lt9F>G<-<wKK8HEoSntJut*jlb)3k#m)nj!>jr
zFi919WtfFWgA)u)@jHFnV!8S~Zh7eAcLMH<9uY6L`_mHn<+Ew(!PYv<L45u15msRE
z%h5Xg_Rj00h)>r!R?PMyhE(+*Icu<pj+JItDMe>`r}1fx?u#|D%nMTYXV*yMLm`xK
z(NrYQ7a-goM0)v=3Mae5x%K3PKU7g5o|2Zaqaw1RFpx=XEpQm3%uud^*oY)S_$jgE
z@De6I!P6pn%0(Pv=%2Cc?4goWaG@m8z4!xpr4OJCVNl>NpmfQVt4&(+_7+U^cOrkF
z$5e#%eVajmcMW&}xUbZM#!XR9suo|<`;4}w)~NIVam8$zqIC&~nBGwrxUlIhbX7P{
zyhvnIE{}rBl=m?35Z#o=MS3xF6~F%RxlOA4+fM8Epi^CMsFA2bG>T^4n=%@4l@TAc
z88Pqmt?MbsX1)!4ij2^Ws%_Tz*8(OG>Jo<gS}|}UlvQu`PAUv+1O$jIO{sgLs4?EY
z(k^uD38V_X!iEV&>)R6U+>_$!hf7tdu|bctog~eqn>NQKa&5obMy_^YVwOT=VwU`1
zm_oN?OEcLpiW0J<Co58f)N6r4Kxd0TWQy#J96iF^QG??~3Av|~01RMc%7kFR|MZ^N
z00Pa}^E(cQ=M-jIwf;ex;J(Jyg347^r&$xODdbr4_xAv$tZVLF_JVXg@O#a~d1Yn;
zL(pLyZS|G4?n;DcO`WD?O$Vcm@P%Rb+50XlUfvSixU_;?D<6k2X~N54^xO_u73j){
zQ-+vni3%kOk?B^+&LuBHl*=kUW8tdQrhG1I>b?=0KOPxlbE-KyZm>Ih7`xMS!-zN+
zQGiK<(X5zln*&xJTo<F2NR@qa)prYvt(=8cE=rfHpJ#H3`d9*A>lW3#bNJOHY}RzT
zFd%0EHSaqS{Am{D10J&nS{Qno&^!od71IMaB-DSV7tj>booW8OP&e~a{NzO2L<kX`
zf_b;DF)D;gFVj@`GCHM&a%LfyP=u6Q0^)LCrCMdV@>ZGYyTmM92jPWjAN9UQYM~R$
z`TW&}VXi~+W6Xi^$Y%j&D5k#DWrR)ioe8;e`9hz!s6Tv$CLGBY(#S)Nr9QhIT8+zz
z)5r_?HZR7-g&LP+4$ac?nm*5rvBSi#2MI}xIo>&8Q8!+$`@`Hb7!wnaO0YQgD|W8h
zX7RJlsSi^@Q(JlNMN$0xvnKgc0-MsoeyE{SVc&{}6o-miKYb}ytSOQ%sL(W6dFbHe
zj8L`NRUCX}Zi~RG1*6N8{-Z=U{|L{O8jE!S4}WVLy0@tSjzv+?RugZ36R=4dZf*Z|
z^-&E&paKs+J$MjwMx#mMG&-a>zLCOLF@5}bLyVj!s~^JnW_#kbxCD8Cl-OXWv<f+!
zV3C)t3_DyEE@jP>eiW5NtF)?M42Vszc1<gglJgm40_(NwUMuo*ZlJv@s&5r3ZBQGg
zUo?^HY2lI-qR_|~!dd9(-ds33qD55b_=&xaB8{4+qP(JdFWhKlZ)LEts=14O5z?I@
zjC&zT^*doZo0w2KIi?#K<r`vxCQze7Us<^ecMDBhS3p9=DU0*-6%JenrP|?!94`5S
zNDS<~YrM9}0D39yO#yM#gn`1*#ZA3p$Ic#mX4W5;B?zw`k47$L#FJJD^(=zx_#yB{
z-(i@VvDbd?x+r*q_g2lv`-C+qozAyg2tPRKL+S`R(={t2*$2HcYq)2u@TTsZ{(g3L
zk>fO)F6Jlr5A+mashOJ+gDHmi9@!3_)L6wAi1*vsYnSufxBKGD?Do5%3(6@Yx^8z(
zb4%r8OcqSjUee0UrEVMRj7+siKVE33UW<)uilE13+PKzG>vVRU>ZsG0F%A=t7lHgg
zh{MdUHD@=C?F5g_mLe)acPGRgrC55H_pW5Aiztsh9DYweHa5^7n}e=>1w-$hI2nkH
z!k03gg(_DABH%;eHRq}B!NsBn`6e1-*iKF(S2eLBro#HCM6!08OXE<_PMN;D-v;>2
zVQDa8Aq0J9pu~hOkco6YNA|NFRA{xMdsT*H0bM0m^`_0P-5a_uDG7t016d5}t#v)i
zbJ2)Pv6Bl7rZyjgn?(By#f}f8r^@caUl|85To?Fhav$&x_bADeQ{drxHMQw!<O>hl
zlnL!+WY7f2vg7DZ(0WDGO+itgJ^*zgvqt7Sut1uNRKk*kXM=odeB$W_y8vZUjqRaK
zObq)TJ;0SyI1~O`EbV<z3?Y4lptYAiAp`0nE*rY+U{pD*tTA#HRAy6Cd~Y?*OB)vh
zqE{lSr3wvPwdH~xOIo_`plFUZWL8#bVED^i>(|&J#0QBLvN6jrjsjnpRmJ9q*6JJQ
zCMGkiIJmZUS_C%4>d*Bat~(&slF+T}bUl<mpAQ5-2aFZp!GVwPNL$scdMh~O`XN>V
zV}VWvRVCSex46i98xWW|GU6~MnG;uJ-C=^AL#xHpo5L#0?B=Mdx^=j`qBuHDON*`*
zhIM)^7PgSz6rco(j~h*YB{?`;-S)0$x&fi0jfbpRGU|B;G9!P>n@@G=Zk6CeD%Z%$
zx?$Fc0uv)V5IzfP=;JG#K3)x@g?DIT(aeE<2b<`8c)AO3HnEf8UAcVGg@e7&UkwdY
z@Ac;+qcf&v`J_WGJtxga4?-7Rz}wbSE1*ytdXbH=?ShQ0M+uo|S)|9j(B%5s?&~FV
z3GLN#H%{w^H2mZGyIP1@Xo{G95R=tA`N5!|pz2-K{2($4E$GyQ@G6cr{j<mE5<H;6
zM^#-EQiLCE*^Sy9*|?KDx~>cNfjb-P#^1e_QXGu9JmfMO>783^)>^o)VJF>RCn7}a
zj2`tVH!4dKL?cPY?DDA3NbZs=%Uj2<#HJbHOj&}8rgJ5tb8KnS()^4>vo+QH>Eq&u
z+*Q;*C?~EZJdzh-Bx6Ep&$X03q$%ypu;ym+V40KHN&1YLSK)BFwo|=Fcq!gsaF41O
zQ8UvrL){?h=|$M!d)h0IQf>#lgO6vm;DmImQH{9FfPtEOdEB6dBoMHmiU34sQsARq
z2T6;va`;7FQ*ij9qc5uV%CqJ)5-&{X@p6wPW_(bg94190Hw>AjZv2?;-As%U*e_lq
zh&JJm`ay+L15=vC2*RO^GR$5{G<bk7B{T>RBueOwjN1n_{O*++kbr``jI^=l5|*w1
ztY54^{D)qe)Z1rm&8u`}<#Ifw6a^R84UfL*2zwNTev|un4mt@GiM@+5xe!8ACJID~
z+tlRL;mU<g)Th?H@1TqJGUD+2SqNacZrIjuFf-oZ9ppK+O>Os1O;CW~Zt?a!F67Yg
zTIX^TQY@SFhq9mB@anEvmRggAspsY_&-Ow=JX1cq7mHCzru1DlS(TMN{P2K{gOmGW
zfM{jd(-;|%p-jd{PY?1Kn+BTgS&R1bp0`W}aCr<(rQyQ6rA5dlFHu@8m#xMa7=RzE
zxGui;ORyQ|Gh>YV9{LalEA{D6wHD@-qK&U;DudtmC%0?4?sjZtf8Bkh;VN)0LQqCk
z6x#4bqQ0jkZ`#XRnI^eB5wq^Agz%ysJ)@qe!?@8$s~WWn*OZI_hN8rW?-%qu1Y)?g
zQLuIDX-wC}`&(Sq8my?muc=w$4UIYHt-F9c5ax3)(DS^?E&6e55efiIAHId_^AI76
zs7Zto;}`z5j}E(ryAd!ZQJ((K52#YWl#PTDZ*-lQiZQ)e3p+ywUPAF3aoLHJ$kj!a
za_2~3unx%<OQ-974pqmFs0L1xwdV4@qdACzMvPWv+|PYUBd$%TMI-xO)wOln=GCx|
zY!Y<LRIHImD%zO5)Yzaxy-O`f38$*stkQ1eQ+fGt5V}!9^=GzqJey-^UfB%Tz#}qN
z6y(i~Bs1K^Xi8(0aIA}7%a;iiNsF~4t}A){54X=B0zE4pW3}=K>{7e!aSC1{;f_^d
zBd;ei_cx5(q#C?n<UT1+<5`_i*Z{uJOqXM1E;+ubak-)4*&<H;HsEdwCkRbPtl%S6
z=X2*06~gNFT5QiPQK-YjFatb!s%`z(l&6rycnD}^B`$E4$*~oxiapm5W?HZ*)v|pl
zXIge|MiI)Bh{PBLVt1u*@yqP;HNPNu?WgWPL;az!^14o5ym?=uYFBiQQ+3?(-h{7J
zFlBZ+#TDN|`6LH_ULI07(q|4$N!pm;(r_*y=~5?uzQm7vdnlXfafhG47Q1>T;)_?_
z9%Z3K@MXsHaJjFo-D%~P>b$)yE{{_NFa1R6yF(JnwCfzO>&+Vh?L+92`#pWJ#n$7A
z`FLgZnA^2QaJMNs#;^Aujj93<6q<Ob$yD#DW6s7BWnzW*-nh;OQQPcS?PQmjwk7Gb
zs2c9Nvke}Si7LgHS{XJP#+x1cI^3Tv`g~|_PS?_$(v8oQiM)PWQU)fV&E-tTa2!h|
ze0QHV>*)C19uq12MuM_)Bq@N5ux?jRQZkkj^7}3VzId~?;Q2R#Oy*OQ)3_U?S1uZs
z3Byb!r(e&g+tkjS$20I(0GZCx?OFA7CLJVPDoVpa-e#%pj-PV5Q3`#0v)}GZK<(Bi
zB%(e4!fM2cB}EPqx0Sl_zJU!T5eCjc%30N2_I#?NO35MHGb&m#wm1qat=%2^0WcY>
zRe}bsMK+e9thjG$>Xs@Mp&#x`ZNN$RMV~lgD^#~wT7i_Ln)>S*uSa?M%rrxPHu`AP
z*w}h@xsbl|<N&b`hG@tDG3$JQMfj4?!z$O7KG|t$S-DM%CGL*8k(J5^KPIU(8o@Bk
zdd<mOZd2X)my(B{iTgSd2Ov{8&XcK<Xp)`G$xvDckrDfeZzGX#CCU0InNDAysGT7n
zNa`AHKKJCaQcv@XTs!1|-_ADlPXORXP_mCtMKShf6F!<X*1m8mtB%#ytah({D0XAV
zc;%1x!eUiuI&5x{s388TFTtq%D{0Rfz^bX3u|(caF61kN_|U2%{&aOpF_%PNSjs0_
zQEn}x;JC7{&5b#Fs@=Q$lEVff08|?>9Xrf5HkmAajJ@b-`~+oQBI`WytWvSFf`fvi
zw_jVL0-e4yxZiv%l97EgN7D0vDN}`G>mO}^MOLE!%^Dp(%ru5XLX;nR)bAn6H#v%w
zDF?<>7-=RP)?)YlNg>{0{1{Lm9gh(y7;okcYR>wrZKJS<QWBo8T^ZJsbf^;6QX{Yf
zK|X<fsL;d-nKhE)>ZFkog49$*lL}N9Qx(Nar(Ev?QLj-?W!2DtLd8PT#ixcuX)n^R
z&-zi_8Y8*1LEHhJ?_#|t)-{GpY+aT*&4osA<a?*gAr$={B~h5R(oKb_W<pI1@edg$
zI)m{{)wZqmO`|gSZdE^IDBdpeFM4bsG`^G3<tIW7k~mV$s&UR>=(d~g4M15m=S%uV
zjfkB`lQTAPuAQ_$bYb*@fdpHTEdo9MjlTvR$u>hjBWXhCgA5>Q<K9$+_&v@SiQq=k
zC|JQI@tGj+O0Gj`s4iYGw1%}}OKBs6%<O@{#sN;<<~vq%2JBiX5kWlJtyG+p8OQ_K
z%de(dk`{_<f?+&z7!vkmw`h=Xo~*#=0W#LuNL13!a+389id(adLda#q0{37|VFdIB
zmKd@94`YVocso96b340G+y}d<+@+`*)Z-&SfB6*-*dKeVEUg$|?D}Vz27IhhUog_q
zAxy3Nx2_yD=s7~0iW{e^%f!Ost+ec?$<w0V2rjo!%Ukc_Nwuw1w%D9s(7yGtlmTr4
zr*++@<2&gk?%eP_SxwI8H}a%uPABYyy^X=Yc66{Y67fu8N+%=rbact%l8>R=vj=gH
zPP;j~IvSHnQYxtpFap-F6~E?EQd{?ReGK*iZXGIS_|M6+B3T^fvF>bGAZ(et28mju
zqJ4HIhnXN9hq<`zio@3v0{^sunUy5|fqD27KF<#8p)+)QKHGtpI*H0-W-mO*A{_m@
z#kJ+=tLbGeV4;GMv!fyl7zTVv`y81p5VP3GP;X;jMB3-R9ZM#vzu#n`_v#$-9yVhO
z`caRI=?C?#tc=arirl2K>BSn=V$@sBsi?0_`a7N;?>8O^+fS$BR_Q04TrS4V_cONS
zFczjBG`Ba3Q6kJWE(4|l*6gY}@Lk8+NXxrD#b>ZcWVI!5(RB@DB!xW>qbda;sS;qR
zO8BBH6Fzp7+YJqr`D7L{j^8gdgF2Wx*jJ{?5?P|dy2_T+!|K&69nI}6E{fdTcu}$)
z1;V5mj9S-^X3PuUCL$Jfe$>Q!9p>ZUAm!@xzWVj37ZiT`QIlkamB+(eN!`7(=x$SE
zj<$-&GShjZM})=atDABEjD^di<wqNNyJ@`?FTlg`nir3U6ORYn_lSMRW44Z3)}iQV
z;&L*>>iLY>B?cT5=wLCmgxN5CIvoSh0(EtN2I1QM`Fdze-(I=<u4Lj!964=^?CC@Z
z4TT~b?|oq)&R16`;8-C*R{=|>Ln`wVVWT92kJ}naCHN;Q!qWZoH8niG*_-iKvVx^^
za;f@A<TXo+hyV`%dL?0!GTRR@u=a9ZaxD@nG0%$?0DUNqxH=5%?6~aDzw1g+%Lu#g
z(%m|rF|dnP-ZCGV2bZauWYvf*>Fl0JY%CV#FX9&|7MYFC=Q9^t0Y69IX5Ye{30(4k
z{D&4-nYe1_=f4e^rz+Xy!G)mrP+z5yDIu3{>bypx4Tq6=TS+R;*2Z7lZBH(kYiHXW
zI;+Tc6c~SD7EpUvllq+`No8OBWd)7Xq=-T{kpuw&`Ww6={s+Vh7i@V$oV=o>1cO*S
zxx1wE(1%b)F@;AREZPFbY(D(5uzkI_$xs#At(xaPIFf0hCHCk>Z)9Khr12TfzIeTz
z&GbD9zSPHtotva%hV@{a`du+ZXD(7=h|jCe^o9G?5GO5W=lKqn<*#BTX^Y_|i<$)W
zOL^8E=)JW#TZrOwqmA1PdCd&?8&v{UYgM<m^liYK0j1_5_uKAaGl)q_$Gze?8#7mG
z&Azhf&l&`ldu`W4Bs{n+3kF%q@z0TORXcX%+>LiVgs{8yiS|JKNw6qR&^EFg?8-cF
zWA6w$u^Wlr+4!#(LnYn5*7p&P+$Tdo7Ec}C$R}sP41Ugzi`hTlU*Fg0T(mc3=PlP?
z_=W*aZQw^Fej!;SCH;uZ2H=S9g~hyCooV0;c566*y#JVCzR?8RV@#G^<bg#jU>d49
z2l2%)>X(JA+?>Pkx+{c&E9$R&1I&ssrZN1lr!k#nsk%K3Sl`)1iC#MSZ`m}mVFcC_
zmz9s0$B>OQ`xnV7Pw9Ce^%J3Nf9HPw76OCX$DjcriKO$rOkel6K#5424|qI81PO|^
zUYmoA75?zi*As)CK5WX#c*%!Mn54%v?ER%2P#RbRDXo^fw2PtU8rw}jR%xaiH{x%h
zYoktIHuq|2nJ|r{F{Y&|Z_X7X=tu*~dmSx5OM6a52hZ0oq9#bwABIAPgs~>hG&`OM
zaSs_j*Ph#vj@EwGrf^m(<Q_B+a4(XjL?TOE6?yMS@Ig{5g1x+8=PWWv3oyZsM&>kI
zv!*~+yp@k^C0cw+OYPqJvLxFi)Fx@Kjmmreg*73yn{~TUhX5xAzA5|CGJGmEB2cjP
zf(=s$WqquFjg`DrHq*)IQx3a+aLEmWNQYb&v4Ns)7H)l>fM12YhnA4SBts>W_dK*E
zLL~1@cDKF1mm=qDb&33B(}<-3{m}+L;WKARhp2LV+8&X8^%Sjxyc`j?6mUB79M3Mz
z`D1Jg0(<4M_Nt2HH0KPyPF93+5wBv(nh04GF;8kU$}nn>B%1bBmYTz$-jH-hgo==e
z<g_ESW4mx%a{utWei#U#O3R~~O}W*$iJ!4-Njcp0Kk81`Ir(HIa&!FhBV0;g{PZ4l
z2J_{|==m;Ff-j#`-CwnHY)BqW9!_!-dy(D81&&37V)K{eL(FbXEu~gco2IYrowY|{
zR_?ex_%+da=_8-L+60k1<5Bcaz@u+1<RlJjJimfp^QPGAj27`v%ZWS2#H*?5(GBuN
zWM6x26h-ab9zi{2pa?rDdAYLd*u0k`okAkX5`VwoQ|YIr{g|{SWydVU^1kaK|M_%a
z5M$UDdoTV~!&@KIQmL>$8!vZ4ZoDts&IYMH8Ql!Uecv9#le#O7ZTCQEIt6>fN$#*$
z-}R?E9{RswMPJ}tZkyavkRD2H=Ymvc6w_2A@oNYrMG)9iIy09oOW)_uy}^v;=H^=D
z@XZ^Xj`0JDV?^$~_bUa?Wa~?B(94RU@u@Pv>rNmXlts$it;52&zoSvSvHoyTy)2QK
zlzpRcFL>K?Z$kBX88Y~U&_ki3LF9}Qdq>y-30L@#Bpu}>&`Nsn<Hn>d7c5ZJ^@r$*
z1G*-AYWSfT7pe<s-a(!heNm#gfs>N_!I-X43fX$Ap9tq0N9FucC0^NJ7fB_0Xc|f3
zq!%4~{Vl2(jnz?I@`ct!Qv&u2$&!twer+^<Z4ww*T@V5)RaA@o%c*h_<j)ul*an|%
zVHv{|ybgKZ2YiO$oRD<$<FWL|Jpo<I`AO$4zzra1^*(JZiRIJ9iR}mzBT^a3S(3;P
zg%m=PtOd!0QFS_)yW@vRc-#anf+`NgtjLo}CX2U9((US6j{{%6V$3Fzg`_XDJbbLs
zSk~e$0m%Zvz(RG0aK>EDkE>T2(H70_xkSynr$hyVd)Zz?=|A92wzc`SIGN551}ap%
z{cjeRNz&4b23?!cOG;@>3_?fLKJiudnDm{N+S4b#u$nEBCl3fK7!O0n@Q#th=ZR0}
zRNK}$8EIMJ5zkl|>q>#dSQ-~~+h2Vx>1>E<X$q$=y!{-1E~#a~GYpZwMu#~Sq7YW^
zYl}*+AS=4Oi()8zaVa#J_IpNy`*C(VB)!^Ok1vHShez+HXU^8v;Pw;kYn*o1khx2)
zU>Q1~k}nszS47^$ctyBG+zH)<gxg%fSlY})I60r{KIjT$w2hy#VD5!DDzEgi9n#eY
zbb~&*T<MN!six8@i^5`DV6&U_fBk-S=v8O;{jK>L0SSI<n&@B$=i8~r)QoGCKF*5Z
zg{D&Hh2SW~s@+nwxh?Q*W#`g~n_++GGZw|`>g2WQ)(c>-$?ZIoJO%s}t&9UI<elI;
zEpN)A0A%Edf8lr2^2&fwW`9Gb!!WbZHkRTXBpB<v6sx&d|J}r`jg7hB<0|@jD@rHw
z>x6tSZmR<hE<4mbv$?s8GBV`=ym^{H&CW*xs0rSJhC7*91&qoe6r=bz4rj#t6bTqd
zbwV!hUcJ8bjtPzn`tjz)UL^px(%{7^4I>UDsZ@1|i@3fpAD}7QM~b-#%4?_)ZQra-
zK!H!jO!hX7)WhZlzd#J=#^y|^?R{5XMdf%@j#8kXQFy9aNsI%X9_fLv7QE)cr{q-y
zV|W(y!(;yMpWNV)&?-6A@*mV@4iZNI(iku6mJ|KfYGsgzM<h8V0V~xio0WED)yVHg
zs0Ba51qVuc`$`}~x<t0>jIOgX)eqPV5!l+aDJc_}M`A)@4p2udH6<RvWc7Y9<}3~0
zG6ZH?#yQBgyW-VTDbWTCe;}K@#HwX4lfu-ME)Am$sDwjWm%V4-1=bb_(ppOQ=<ZjA
zs|*65*xrgnNzrBF6KWprlzkaC=?KON@#4|Ao)$Vt-2WPy`=V6f+pUCQ#^9Df^y1qa
zkH94PJw3CPl+;E#s+PR;PJzhf9*M%hG(%VT{xT*%yv_!jTj`w?=6YHjiJJq=_1*OR
zZAARVxD^lib}R$>LhU!{%XU|QwP}r`-pL{n|K<bsAZHt{peZ->j!DrD*`yYQj>&Eu
z#BVB4xJ(C0ox|&JSIZB9S`N~l_cro4to*m7J2^vnv(B?PlA^Fn`{pBpM%6EO8OSZw
zp}NG@-G^z2rai;S#vk8uN{hAIN$Ap_p@$g+)h*W!jW+IUyYDfO#ln}>8JSzAP?S<l
z`j1qRZAPzF74XH(GOJXThc<UkmunT8%+@t7t-y257ZNC*OuEmWe{!nX{yZ^#KmpRW
z^BO&`xpF%YNbX+hE;m{ocS*mJioNf;4El~XUy%My7LiWpg!R@;HMNww=Yt?oI!`-t
z|CS#s9$k+iV+eZhQ3+F=xv+q9AVMMYaD7Q#l2d{)&P?r+n)2LTF#yGNm}D()bz|vx
z_kb2&qvxOsx^&<zOr((6s}8CLc~KKi%f%f>Wz!nwFyXJ4&crxOxeH!dLnVBq)oQ%v
z{676<c42z&r9ISWOh}ewk93Z3)#4mO`oyDD<a{r*E>SL}*Dow58(3WT2;_&}L7p?I
znlkkUm>uTVvkT-HU1H}ZJ##R@Yj;+m?(8P>TYW}}L%^(RCJ_6nDNo<ldJp7b8h;_t
zxaI^o)-2^lZo;{pOjAgXFi+*Ms)bxoR}!qeAR1Y+mv-4m)JlAKgr6D(i*-N&^!VoR
z?kxv`ByS71Gls6Dph!kr>N6@K@gFrZW~0Rh$nqVSCxtc}Lbd~1$fTu8`GEeei*y_i
zAzt4_l<`XF)y*c{9sQbpu>)BxtEw6NU4DkN1c6QLi_zH?kI6*5@>GmKo%qj%!2N95
zHN3>D#SB(OO|_}Qq9ae&H%>TG;+NQOk=(QNu>&l_w;Bkf5T_l?FX94|$VNe;D$x`A
zOyWur<9LPJ`rq`dCHM7ON8a0g*MJ6zZr3Lbmd!Tcs6vtYTIJ~_n%Cj@nwkY03P8=A
zQcm<afjPq&;ZLhmXDVy%ptnbV;5VKZL{fN}wkuI<DRJdw(eH;2-l6rVsc)z#I|Z1g
z@PcsSgpQQlK%yxW`9Uhg=_<Au<<<Hv=d{XZ<#SqFZBx~AZVm^Am$XajD=aRS7i+0Y
zS*shKuw1z=6X(3&T<lxEU-4sEGbKsH#hC!Rl~{z%6dX``^-LF!&J^NJES^P*kz?CZ
z3}=caiFBLIQU$K6g{k4wWxJ%d3Ir_nO>dNbR`_b~x^iJr>{O4@Uce<Z$_}~2W5#wA
zPd=(Enc+We{(RF?;eL=sl7V?JC$r?_SbW32m`X_QIC;q{2UFw1w#3PJa&WCPM!vvp
z|LbkhX5L(OQOqC&#5g7F@~jYE{t1vU-~K@Ry$#W8GKZX|O6z?|AluCk|8N8XKfA~9
zIJt9IiAhF``7NWvot><!@FXDzQPcz>aZQ}7i}EIqgpuRY3Iqf3+7CBTyZc6xMD^RH
z&wa!0wk)P+uQP(=LWGT;`8xQ8N@jRiE^C$*RpA7fNR3mnA(z5_CF3F<h&$QgxY35#
zGyyuD8oHwqLF>C=oU0*L%m;00+^f<S7>Cy4@$cI+a1A<kxye8azVlWS3iyPmkBeS`
z>O4TO8yL35E4#hRE&fJsP%W&`gxS_6mz+lk_N*c9aRc53x2Oa1sJ~1M!DObE69y92
zxxzZQZ8zsf0^$7lqX6G4IEK4%)^rl_$d^BaY|u1HW|IX)OJ6r$ZYtT-4+JIbH+`lJ
zbiGKs*;b%;Q-b__Y)>L4?Ybf_|7Je-0&ez((-Qn2**M(!m>y!?fs+C|ZIom0oBe$c
ziP|2f=WmL~mm0e>9(^kwF8VXp31~ViwAehRFT$o1t}q_krxt%qS@3=4*m?|n3_R)Z
zy3@AV=J?SZ?j`IXaV_ED=a_WN*L{M}&NvDj1zLS7t!q7Km`$?dSa~JwXVvq=eS*;I
zV-xD}k1Dr&pXPPC2KeLu$v<~IC%!a~UgVJ7nO{{-Hx&_xcuNC5U}KT{0N^1%Vj_EG
zVi<CbWlC6$tPHOYcAfq}igbi*>V$rG_v~R0Nq^Y~5JUD65f*aMhj%G{G@1{2VE4JM
za%P)0A%epAFwJlzL@eg>V8#zK#5(CZVe(j{9W1O>FWVLybRNo`JyR<1qVd*)CWRsl
zkUs381%wv-pu1Tn>FDT$*|zPnbccH8OJT+PClV6#e=(T+AApvCe+N?2d(R7vH-Pu-
zncp+GKMno_@%x`ZEB$vcW<SA~e$izR(t^N9O<;IJMnWJf2>9RNDuKWG4Oi*s^}lhI
zz!v@+TqO|jUl4*%xJo~<1AoI+dV+kE`+vt(0)laso~r&|ag`WAz`w&+9VvTQE6k$v
zd|A7yO+j4rMV3?Ap&b__RpsZExCYP+9w+OIOTMFQ4m4mPz#@$el=3Gum?K7K>0FGT
z!7dY%={!Yg5to4!;0W|ds>F8?=8!9`OJh|tOSPe%nv1$<xqA1q?()R3&*}S>=T*Ah
zTH}|M2#;p(XY1Zj*48XeYb69!Y}VeO2*?5WdB>H;jks}4IMa4W!m`HdRx?@^<y~C+
z<*7LwE4F|NPpC-7m|K?mC}N|kbDd{KY?l>Q%ho4`%b(NWJ8YL(nEQ_&b59`F7ZJ}!
z@$c`3XufGninZ#=oAp~%tbOvoRe$bGa$lio^{6aPCCVtg@L-N!>-k*L-Yay1-}$v`
zRs!M@Hz0zrP!XPBs2hOEta|J6Den0BHSYIrX_`@8V`4WnmkgqELNH388ql?}f0LjS
z^7S1f^MF+Kbi4yxZy6Jpxz5LLfc;VD<qg=DfP#T9+zXO*Tc`OquZ52No;L(CiZ-1=
z;u$#P3fZ{_SEskQQGM3#WV?R5s|!tjMtZaT>8?!Ua1wRf&VO6-Z7>!1fhWr*xqF~)
zIACm7ekRPE;;Wud+OBL7{~IOSScclPY(l`2$D%?O_L18JF9}QMDw?c?3nccO9!cE>
z$$|)5YNu@Ucv1vymMY867f$lV+=%VVZ}OzwLoYAkB(oM6C;^D}l-?<Y#e`w9(ron|
znxA^3@7~o-X*^<m=OsAwgN*b?JB?-|PYt+QCmxl;2vSwXrt63!m5r8cKqSb#*=yr>
z+}L6bq@Zk{Keb>^E3V5+E3U6z8GEDGzhHJaf9S#7#ch~jv;L~hpXJQ$n%gt7eM~!{
zIFH+;;-dVbJhbYQA+^Y$;;~GVsH;Lila>eXL(#48t&bhEL|#*HQMsCmsG@@`nYs=I
zX_=yU4Bp2tqW&9t)vux}hvO2fo<U-Dp_9sL_yJeEuhw^ig3~)679#o!<LgD&I?t~~
z?%_R62Zi!KaVmjiweii~zg=|w4(k@nHTG&U98aHOk>il7*v3~g6Nl0HRYq6E7T+6U
zlkNKRQFji4^@1B0Zn3Ys(Uwuvx#&~)3U{g|g13Q6(SsUvkza=4MVGb-hL*Q2Z$y_S
zbG{XBRvD6sB$d+0y;1m1`EiJC=dD9<a={p3QdxX4qG|I|(HjMk8Km0o@Vsz`aLF-U
zR#?0B-ioxfFD6dyBgZmg?{U%#R;^jaiRo84-A3~2IOZz(7&&U68%>ElyrHv&@y)CL
z6#e<tkuBP|49^G87Lg_bq%&kZe-BfN^lc#b(A6OH5V0HgqTYSxQeNK-64mthjb)=`
zTA28b<)M-Io}g8i>oo*@2a@r&+ae7sJW{9BArzu(ZFi!m(GfyQ`06+L`@)(2kKdSE
zqLd~`kk0V|1o__ZhFu6tUm3PhJG7Ow9H(0v^X$Y7?}9@NS6R>fyL`TeVQYEZI?QWr
zC4Eo3FLIH$rTC)XTupA!#E|+*Qc*vM(RVWwC3rs@K%UE=)3jvtJ&cuVQ<+kipF(lZ
zlpw30hULLjn#ZO5A-Ul5_X}y~Y;|pf5RYEhiHTk-2!C$hk^_>NHFQ9B6ISigaA}=_
zu>(WV*5wqME1;b=6FzjG59PpI{Dt20;Dj-2C2YkqDQ#eG8urXcW;`r5z6pY2=Ir~d
z^)3)3ZA=wvtuP^_X{dLS&pLFcb4X!H1Qg_(3YLSn7%H>oAUFWEkW$nRgyI~4zX-LM
zDYR{j2BzuK{;WuUJQ6oqSEw8#hpdgA*qPHbJW7+)k_lpSj+W%6ZIfu_GZspCF_CZI
zfK4I3c&-`h2i_Sx+5+ltnLFHZD+QL=XQ%oAuQW@?m_ZnaNo9h@sRO2yNlNHT^ne7B
zme^X9!^u&Gc#+bVl$5&(GST^CG}Ckqv#`m@3z|*VSaHJY-^#IQ=W24jcQn^>rcEFE
z`yZdx@^LL<0b6u~`UCqQ=X33d8e7ah^;OJkSe&63tS)|+D4;OVv}|CgFt3qXD2?B-
ztfTyTRwT?wlH*?&IFaHoM5+s`BxAXzHcYgrA!TVV6lG|SKdMc$uVqZ<tFg{}u??LW
z_CD0pwwByeHRp8$z4s!hez+%|<jz_BHF}V0^+;N_(&Ut!A-a-RTSbGsZ`iAPx-O7`
z3}#k9HoUm;P^*?*Tywzvgdl!YVZ?$5eln*>r?%W{bQ(i7sWA2YQUGm`&2Y~a@MGOM
z5a1OliK4dALouAj!nRN+^L~vbQQd+AKO-|ee%nW1GZ&D4`2BTXG?%PeGBSRzK7;;V
zmOc$O0ggBbyJ`7de)opH2!L5@YGR?tGUD_~a5<7(airQvK%zX@8YyInc6URTAkn2T
zFX7-BgX^<CEvGgs1IL}(?x}k?O&N&h_o%Hwt21i65uU_lz|VJ{n7;hm(J^H=C6`2w
z=aUCuFdW*hZf5+deQ(JJW-hboY38F^lL$#BX2oUu63IB`8;jykCY6%#=5prI=9|n}
zKbSY2;J(1MlibIjGHgJ1o%?=)h4k(A_3Wzl<?^L~lSX!hU4|R=Wl|dXayS9Wj9+8Y
zE_r9}+LupZ@p7SNCSTp0x?Z$av@U273j7iQTi3F$PFIO<wJ)PDCR{)4M_&?O?yhlI
zP2c!~#>Q|B5mi%Ijt3@F(~9J!vV6y)qA=59P02Dv`7%?}+GMr7{A^R|Y^{pX3Hu}V
zBOHt5_=+8qMz!$WIdT)a(IS)NY*8FAh8#KhIRKtTL02W!)ZaRWuFV+WKcU(#HXuwE
zoC@&8eS0qC67`;=%&Lb7Pn?9irCZMv`wdJ_C4Mt!0vnEBOSV`0w~7P5uT4^2_B4=j
z$LB9*_bUqX>ps*_iKj5sg8zyT`TE|Hbq&86<56JUOY=Hxu7vaB*Ad&V#3qQ;If^9~
zZ}hRHiYa!_gx{X8;G-+qgtXi&b5f9IW;|kFq^)NsNRW4eZsKp_lgZ&|rb*8q>=t9&
zEu!Y_Anxc>R&vMki*n`TGk-|I-Oi2|z3a}%YxA2@zXm;gz=d=PCFn<bCPo+5B%(7|
zU{9aMNWYw-xjy=xoYg(<y*1qShF2^_uFiQV5^qI|L|c&V&Le8%q%2Ihww$-@ZR{9T
zjtER{n^w`uaH7L5d^@_h<qZ#pT|HS_Z#`DPz0>U*z~`Ndc4FFej!JT~Gw9JART$6D
z9mnG2?Fu(vn7zdv#;#`N4x0MB5bx2f86Rr?Jh=j&kTicC+y0^q1p--Ufefs4*7}D3
zBeKbV@u5DEmj2`){t4v@=7oEr=KKkt{Wr?LpNyq{KPdmjW%@)C_zPoOMN;A~L~0=8
z-^j{1d7Q!QO=jS8tL_unCl|#@b2|m0i9Q#FGLs}g(ptd4*yNq7t%1C&l!BhCnI4-y
z1rPU2P9B{njz(H%9cx-JDkvE5){YPiyUax_ASWSA{G{N_?rdRg0j5+Xbha?Jv}1SX
zqWD>b9bA4A(^C-sRIxYXqEL~PA+)!$GB+~;lOofx(E(|Jj5LIXwqVp$Co5YsLLeP8
z1=ysmz9G9D7<}}XLGTq9#ouVKoEYh>Y>nuj2qftN4D<{Pv|tTdI~PlP9cNlgI}&hv
zKOHeq`FAx-JG!4f(Scc7=}lDVfph@+zZ&`r!S#t;>ZxHJT`LEBE(!++6Mc3AR(&02
zCPPMAeI`R@S|HFspB9YQ3ZOM$W;FnV0W<3880h`g95~(oxjpa~;077NaR8Ut!Bl$s
z4tfT*TofWQ5`-egR(AHkK;H@3=m5+V^#AJq|CU$a-27*+zzO|V7&yT??2=%3Z9^A9
zF!d%k0|3ZK3jomqm=u6Ob|4!&6VqD&kR1Tv1iy6mn<hB<V1a<G0l3=#r0U-^|5nw?
zRslRDxD~-HELKjId|;|eFpBdN*VnK1epdRI4k!InhW-|t|Lth$SW8O&pW|g=@id^H
z^w<Th^c<c@IYkBkUxv&7c82x!{_U`}gRS|`xuLH|Z}5vS)DE0vAlPGlJ$Az<7FzJg
z*7>gp(}PDO1ve-7OEA-@xdHdjna5{t|Epkb@-&m!&2=n|xG0=y^?&ifQGhe`Q(OO6
zHq1@9e-(b#qyH~k{~=dDMc|nYP8<Ed*A4EMg#SyQ|2;$hwOE2-y}2lyo|Zyz3Cz@L
zpkwh=dRl}3273M1tfu@=lN!7W{2avKA^kK<C<WP{rWgPOU;+YxY(Hlg1pq(+Rs+w%
z|D(pgDNvnl4Gdp`N$lBPKCMT;K2OlmV7^mB!e25*RyF{5D|z}5TK-GM0$_N;H~&q>
z$jZVD-e!K6v9N)$ssABkWqsm(`CX5djr9*bHsBLa?C*MP3{SYx|B!(I|I}k<WqCr`
z{!I^j@x(;>y9~toMBMP3j1e5kKl;YT`~;`|n;r-NVEJcV5HkyyWAdMR;OzWU#?1J{
zWB$86CMLi?+hu0@GcMpZp4e7@uglEF@*mn|{ii)}r2a!c7@jD5ezV8O3Vb5@{Y?e{
zu|DzF{w4#%bN>-55P<QIx*#Snk>)?@f|wWpf5eaFKga-#e~b<AkpDCGfT!nmzxxLQ
zfLs1U#`MQ{0o!{b82YVmAOIWNKXb&$%J@Y0`<os(1}y*V8zUpb({s4r^guwcGyjx<
zz%clK$iS2;f5;gA>@NsB_5aXgeB!J5y<HFp@P{v;|I|08KYRxF1N`{&cYBO1tgL_Z
zgPG}%7=Ty+fA)j<&oK@Hi~g|3^dIIH6A<u6E?Gc-tU1ig4FAC%^AmT$?{Q%UFPeYI
znE$W`VrFIiBYrGE;6KM2c&`4jPJ*lcJ-_z0I$#KV+n1c2g!J+zu3&-^HbQziD=RQQ
z|I_ncFe!=U6W7gC8T{B-kWihI4<G~-0tf(vK!PA4ARj*y6CXb_KQl8Q0|3MVUI@7V
z?;4s<$9_9|FqQq!#hwK`omgIykqJo)|F!WTf*ty6%OL#wuEGeO-7MfU+s|DE@#$9L
z*O`;>KW|T9jlb_tznS`NgF*zmg!r%B5Ah`fc=kNq`uuc5&dMIVwGjfIY=J2Qz^5WR
zLZ)9l*<jHVk;c>gjgbNP;xC#3u);5TAh7ITw?5!8ODG4vlr+#c(E*cR6RJPmUNM7n
z2Bz`S1b-o5Yi0d+Io;2p@sr~VTzb;rv$V7Vx6S%98^1dY`q#bMf9o*o|IK06|Nk6j
z`pLfr?)=|F{IeH7L#z(&+pl8>;>%xQ`z!JSU}|1l`JcqROuwkJe#Y}B$2d3ze}(kl
z%->+y&ru83dLnlKU;c+s{j&7$Cgi~!72tXJGdBYAK*C?N>c9K?%j{oOM4qbrtL?w{
z=vQlhX$gaso<`AA&V_-5zxd^!$_!uvi(m5JD?eHMtFjD$@UMLRt^{6P|E(lpU}<D;
z40eT$1^8t6=PfMZ-|5+Z_2Spb4)LXP>Z}L&QFVV5`G|dYdY_{g?`oYmGo_($+ZSQJ
zSbrQDVz|;zARDAnVaUBC2pkBUY}R(Y$KBLjB=c)V&Z?=LYSe}9<WPR2yn=pA`X60f
zT3)LUmp>MNc%C0_U`AvpHJ2bYn_g`k9Cg!s5@cw3IA8ak6l>x;j%#t3Zlzpbm7A5U
zPB;c!Z>0oaHa}E*k!9V=)GE<Qtm?dMHsrjZ4Sd|$Jn?E@<T-eysHwblylMEkpQn4F
zGow4JIJx|@kjIZNiv-zSuJH%RjsmL$2k8nPwO+4ZO=Ed2Y2H6vKFZo9<{KLGD!R+g
zO0FK$dD?omFL&2_5Xi6j4R?D&WI6iu5HLwX>o$iJ>~2Nup0Mn1vD`I%ph0L38NPCh
zyEbsTv;6^UI}-t{U7f!ZsWdNs&hQXwz4hh$$?6tY2YlqWqmuf9j<c}mmR^s`4q|xn
zB}mu}PQt4@iqT95+*qL;A&+zV=JVWLOHu45O$W%r^7Ik9i?v(Fi;AUL1lhtgXN70C
zwm%BPaGI%1-7~&oHFe8KD~Sued_!jM#gN36+^(G%YQVOhTme%UM)1j4-I!WI#-SK+
zJq>Df!F_W;3AtXpE7MJ|wB7Fd{j>t91QKqjUD@i*cMmtL64&`FBD}uUlmJPt@BpRs
zh;N(<ih<I^V-Xbu++Nq;bq+%v90+0Wt!8Kv4~X#8WU$(MHrW-36f_P#_hkF8eAmMd
z+1_e9&eY>8(l+XS6LK<fp{O_G4KcdxG~8&$58e1K3HJ`jMX-}(*F9ylU1p+ZncY?t
zy*uOZ+<Q=)r=QdF=B3&+C>(9h*t}!{bgnde6+kzaYTPxVc-lC);e-UQWR(R3WpN0i
z%_4PY?f6(_DGJR-Tv$E3-s<I%*E1(KzF$Bop;PMGY3n6t=bKjiTJMJQBfRy@R=a+J
z6!IcUC8+X*mm+U>zqa1-rDAbJxrIP6qWk8QNF$?Zb_gwZXpsx=tDH?G_;2)>?OyF(
zAl-2sBD2XVX?gEAQmeM+R9AIcP2}_JR`#FSE-M!%0X(vwUo}lENS<2ZH?7`%4WK{q
zDtmY($d8#UkRh7uNzGoYlPW548ccR;Ja9|Bjk<)dfxq<(u3Au8x^i(B)k05xgN5<K
zBz59P<D4jQ(V76AgML+1d2>MWES-W1NQt;E7q3TD_&C8EXCt4AX)1I!E9s!LLzUFg
zukIycNGRpEuSu;@3JgpdTB1<Twow%bsrjIzgRCvZ_V1aJZXHW=0ExG(+xt5=h2tLR
zj7qp>8J<)Qy#~U;g~Ufgkq2;93$Xa7M{WL6EP^554)kvCzRfaWk$B$ruf}izZMY$t
zhnvjxRX*{_zxLIU#bfmLhikk~@LK83<z0sk1MnVM64*!^N47(M<P6hXRzWXhtnpBY
zj3DA?!Y96uEig7FZmg$0TRb<`1H@gU_Hn+yy8H0#V=dnD8?TDa>t~nk&?&EB{E5DO
zF5%2`<h7iPmBOa4;LWUOeO5>zpY!db(z+;qhGveW2(zrsP9$M3_|I-yEzm{E`}*UN
z_fiuSB@7`{u61BI=@FX!myi2f*MNri5}RF~5Ppp^S=$3+FQ#U5)Txc8l<utnEeen}
zf@>pzL6I+kz4>p#-oI6np&<(n%u5{{cqgfUx~h@?rlzPTb#?%s5xcU1j7w1WY9O>Y
zuY?^-a-4L=8q?NKLs^0%yo;Y2_Z^i2g_`d(G1ow}VdMOKo<xny0foj;h9D(2z+mZ6
zEuvWrtcR4~K9eV11tJ`iWUl9y)kO6zuE+8fE2TtfFHfvnmyaF~zbV&+SZ-#&7+<{z
z!vyPLSUAbGJBlf91;{a@7$>Lsa&zg^;4;T!t_1_PtI74iy}QtieNhX4hBVW)4a@Gy
zay_pUm+Lon?=kiR9pnCD{Nt|`QxS!%&B4oJSf8N9m&+?3su7rv0SR#UN~FUVpy*Ew
z?+>ecqTTWw2FK+bh`r?E8rjrF1uM%gNt7%(<aYX^_dYE5b7$9*-6$VjLNI?Hjm(^i
zfiPI4<t<rd{o=cj!2WI+3V(pH@p>!aeJol`uj7<A?!v`zsPqe=>JEQC#?Enwlw2Np
z@}_;jr5OXtO$+#?d0x{P3FH$|j6^gt$ex4@GDuBOO^In1yhSC(n1M7F>P0+Pvk8{r
zp{OcN6-ANkaCjQ?b~&txD)VEAKdHmOSZ>Px*m?5RI)h})2!kYt@wNb-?_dBl$W%Mm
zH_D<adr(5gg;ORTTT$GFGxL2%)bJ-#xb|f81lkBJR1B{kLX`o7kxu=(Y|cVTh+RIv
z4k|=y!^_w!C?+_HkHPMNnSkrd3Zoi3hP_DL`FR!KEpv62n!@?>u$*NCV}2&X=L)Xe
zI2RV&nNbAHh{oAjdp=lIucaTD!*yK)7nyY43<sx=K6{|@5c5BZs`Z$*hpqhoC_Bd>
zQM&EDk8RtwZQEyToY5KEwr$(Cea5zJ+nIZB-sGQDQk8t{-MzbOqt@<PYyF<JM@F6W
zP}1oATMu1$eRA;j^JGqrLl4lPIhag#ZrX-XVkL&xwf%%dSl{k>|A!#$ZgcOfd8d$>
zy+RC8W-(Smtw{*iiwxhs+U=l{+37FY={v*=uRhz8*fGtlI|YNt(Gz<Gv=tvY+j|>;
zh1o1GFS8s%1-Ssw_ue@6c0)(5Fg0mJsgd0$w!+#_Xfih&uxhxSZBJIbnFRi7*vTl!
zLgrvOLS$gVvuHq^Sra>pa$_K9a$X?r-)a^2bIAF1vKFGne6<RbCC+8}lYLVHfIGqf
zlr_u_q&>`6g?afWh;}~%wRRq2B*5zmBSawMFKha!XQVI_rDK+eJu)R2ANpv!*!DE5
zG4E)gLsh8NEZNTuB;`g*H0~6PDkwNzY`;p%^phr3LRAx5O3$Br=dG)Kh9%AiNMv14
zkj!4)5~*+QaSVr5!l}{L!l{chrh$^v;sM=Fj*>AMf0@P_t>VVJ`*Q^_faFACIJD45
z{Z<S8%&K=QEeGI|vnkYd*mKFq2OplDh>9XBs#9muu}oLi{)Vc_=p)2&XrlI}At;_0
zRBJ2hXf`g}B#lu#+VziqW{wHPC^u;GDNqa`xH8;+xqnlTDZ40#B-{zq1Nv^K_iS&^
z4szCh0x1uBXZ-5D8$4Q~0B23JPYf^#SA<KZ6z6R0vcH~vD(@;|#o@E8&OzG^wHE}!
zk@b@I6}CmngO(zEUy6Ny#qi3nA&ai9GIURRD%EA~TM}!?TPpdL|4p;1Kc|-jYx1eY
z7CS+TE%Fc#i3!pu^_D{n%><zSlUomD+hBWz08p<F4sc_`2LJ#m{7t0~+fDjSqW_kt
z;Nx!Io?{|K9IM$;<b^8XxvV+Yay|0Urr_;vm0n2dNh}Z;g9Wo$A+RSy4z1q1;QphR
zK%As(M)a|Pr`eDcx>_3NuYgG8O&#YnBJw3B!lW!g4hz&?#+m@|;>glgCmsD_Hx7`S
z5iCpr50G65*xU3Yy)*v1z;6>jVcKm}IJk_Oqca)fyqR0SfT@>{n$b{@O!LA)s<1^W
z)Jrb-LA9(lXEt{Mqlv7H(Msz#?qX*@Ul@>)BqU&PwTy2h0%XiBBr2G&_i=%iK5V-C
zRdF^jV2KQwS?N9m-ldqJ#zn&pA)2)7QmuNtu5ld!Zi4y+LDy4hOgt=`Lk=<Vgh>Tc
zzV?ynfi_(LP2vxzK+#rz(|z*S-}ii2>a7|X8b}m9nUw>s((|gl=E1GcO%#@Nd2td5
z<;R~lZ8elqJzt(f*H(FFKWcF3GJbVduR5S?w277NUsBK~P0ayQHVdE8YVpTu@rC)W
zhf4F1#NjVK#l@Ox))aX`L~F;;FWLE-qx;zo8@tze%T%M}U-Dd!n|nak?z0CDb86;-
zsG?>uM<yzo$}1?J>arJTJ>jG)bb?n6{8olGn8LJ#2APF1i>|k+XrLp_1c!<)u$6Ve
zdg~{ux}F`&3=elX9W_t!N3+#?@}oYzuJ;SU^X6`Xs9Ec~46OSsljb2|aTyTo%GN|{
zW^RJX@h8J*{fJu&QprS}FhLlxz7W`F?F_%iq8I{Sk_`}U86mE`V1(cE>A<-QSa{m8
zv5|XPQ?69jO1S;29mQ8*-%t1I^xwaSLocab!Va`wOyh9|*jQZZ*HT447Kdr{L+K=q
zX|vL-yXRK)ZB?-vL=1}T=IUDKRw#b1Du7&y>P~Ldu+W+OO<-wD58CnsW^I&FvzN($
zvZsfyy<#Ti`)>64**cw5ZRZ{K`s>o|=@RkT>~<9df3obXw)b@d&nwPd%=W0&*RLn|
zza~L!U3|ozVV%`B$>=Z7?#Mk;%K_OG%UWT(b?HWId^A#LKb&iz$GSz4Dvan`UmViI
zJ%h1R&Q@sTg-T}2(>Jz{ah`NQx7MVNW6vgB;9tAW3GO_$MHj^SW!135SWK*u$1?BP
z?#!zVX<7saiWVJXS}63x2tlbFN&rxGHvt-Zvo-s2RH}@RT9y8IH5=h8;a}S3Nmy;S
zWF56unQ!}-$yTu6wxY$VqtYQAeM~DSSS{n9)oLdU{E0F)wDKz#p;bqYgI3>tomS52
zTzcz%(;gZFDLe73m+AX74vPmKBg%%huyvKAh)CR+DKuF{WToO!Q~C8WRcc1rT2OSM
zU*|x7qpjqA$z61MFWRD_N6%G!w`3=ayBVC=A;<QBpy@7G2%`nStdxw;7H7|n6U<3j
z1DpF>amGTRw*1PGQwbK=JFsntB$;hvhlr$sgIlZr(=Y@(!hmw&YVX_&Hp4U6YP=1a
z?sl`D+wC0<9FSHndsxV|Tdn62o<j#K0S2IA#MPevUAb>c98?zAvbBEi#d842g7vG`
zce`T%$om=|x-reZWcD{zR;X4H9Pv@r!+bF4X78*Z3{i+jFep$m7!XhrI3$otFaowO
zS}>?)3$$EQzu|gb?_e?m3fc8ENF*DpTki@KG>eH=U-FB3FQkDFo~uxg^vzV!wl_e8
zM&^idTE7gLbm9?{#$d)I3rFXx3>xL685!-kL%LWHdqo-5hnwuIQtB#=33x<Sy40*N
zSzLWg=0dA(eR!*Py#xx+p%7PavO!xwk%_xp<3^KL_cYsQeOT%`+69g>$pvLm0>q2F
z{&-2_Jxe;T_6#r&b6*&CZ<uX4#A`dNYZGu=*Ut0Of%tun%_}!Sty(LBStg4Gwl7M~
zeD)He;XvFKRwV66Pfu_IAAt~TBu_!}-zeK&VTQJs30?XmZ@a44zllpwVUZftC}-|+
zPMVJ!3{7W6c~YX(?AZ$+C2=}5L(Pl4iqDg&P}=$Ifa41#3PG4H0<<$(sxLsBlnhrH
zP_l33`UcJ)+B2y)IA(vIK{D?$a;0HPZvu&103V1(>gr1t*VE!3O2ncW(Su1wm5xXx
znWW;yNSJ+sNvc9GQDx$vnl43ye=#A>tHVlSA)0{93X!BqN2-Fx6{6No&cqs%8Cq<`
z79uLD-Zlgb$xV*O7iwl_8jg{qEkL-HVNoKXBF4)gX^1zHlo7>e{Y)nbFpxaS&*7X<
z@T9*Ccn+UIQD5d%K_O2dr_AS<HtjSwNM()rqaDHCC|Lvy*7QY|BXrC46MIwDRvY-U
zrtBqlhrD?2k$ogL?S#DR7^a}s#mrt-G+`wmt+5V*YOz-n6-0BNpg9w9p8ynsA=V4=
z&VX`Q9HkJbmz<}ttxB*_i5kv!|C9?Y%MS>39|jyG8~BspfWQ*0j}gr@!zF;{Gnltp
zo6WECru-V9pJJ3rq8x4)FTyx1Nn{<#yleZ@pcH9Wjz&J5rqaqNr>GceSD&mD*$|6M
z<7^>k9hso}&N%h(Y8a`kM?cJQScSar=!l(N+QGLE`LEx?x^5;@DWBCr6jrm%`W~eo
z8mk%^p{>EA6b{*yCj_TX&$wdJnyjH>wNCSc?KzP`FE7WhF8~mhe&t5+IN#V>eWXYD
zgNi5&-XIX{6~u;*V;&huzfHpFqvOZJ(!23)oN*K{&g8moZPp1dPAj(!_{Kx?o*n1p
zzs_4Xe3K~=K@`;ey%{|tDafsZ#Xzd5s<~8%HolrWnq}9Z<-fH5AflvcLIe{{e5A!P
zKGG2z?NhBJnt^8K848vdcR}Wi3@U(Cv{;dy%9|KY4Dn{;j3)AM##6Z4lkB<MLx!A>
z#!1X3DAPuhr>L}MXO>d9+E*4GjH1^6Yim&79}Hd{e5gJh#A7|yibSD=g_n|-AZhSV
z@Ngo=U7*Y{!srA|WuFZGYja@bz!uHJXS}rSA!p5}Rk(jp%^bHh4&g7gcZ-R`%dd3E
z`g9NR-?r*<n4lNm#lGtckHF$^;k=@$&WUN_hN^lvA6m!n+`a(9309Re#vh}196vCa
zNtJ$m;th5{$zv_*x#(R14+{A?U+>T?f(ieS9xDf@fWiYJzhSHKNEMfHnI3%ch}uIj
z8m)p?a|k(@!&>=8!fRdK1<Tc}oiuCKpvth2^{OkD+9>~MX68nK4#_F?p|IgzlgP|L
zj}X@%#=;<gLwW9sgVkKL)yYButFB7!V**pbUAcveco@?DouUv+xlN9%MMS2NvIQDe
zASh6b-cYUTx3w&1Wz5v7I%dM@qhtP=V2o&za2RnSx&cxgx`8-}xLuWq0b9wSaoha-
zUfar|LEE4od#~(Z?<MPg`JVn`@AZDR-dp<J(k(0QX4vSOodr$8t%G5GdA2=S0)8`t
z2F*i0@e8*0t~=%NLZg7LTE{gdj0UT%=4XVXV=pH7Rp#+U-^UI|CYQ&fx}donbt*{`
z^`bqMTA34_m`Qfh&>4f|ANbLbo)`(0l|#g!n2Efdv|k|Ywo^-JeLVf3?qfudpiNJK
z!kRu+<XG8?fp`%#dj!mR5`j!8QbeeIM3oJ7LTSQFDy2%HT6xDz5}?jE*=D4piTOVn
zwUMgvq1aV292;h&VLuwA<wIerWT@7SN-8M%NtHz?RW!!n;aS+qqvD2f`7y=|u6#;J
zx1J<PH(rHGT)`T_d>tkMIWd&t#JDg?rJ+76gERxK>O?8+Ru9%tYmoqSgJTrLRplbr
zBY_m#q~(l0cq#0LD-Ko{vmES_8-K<aXrBDqA_VCW)T<g%4QUU2hyos=M-~QyS3tBh
zP0;4K4$z97C}^WAWHf9{P~B<J>^56Kx$06O-f75g!iGS29MT2Qhu0yp;Da=Pb*2L;
z1<3c5cQz<d+a2c=;p@2z7IgOJk81yV0g1KA&yX;oaP%i*k1Ms>h-#2s-H+YLTp7)X
zUKynUJ=ckZy{ixI^92m-^Py4N>CM$oc!>p#c$N1b^UW&lbSpX6u9PvlZ6WtKcah(}
z#y=<O(!0sOIj?%$IbuhjXHe~PxXa<NJHC!yy$z5>7i_tI%dBzYxD3mrGcA?K6ux#Z
zf~@Dt;Ehidl1^U=Nb9bNreqCtx9{-&4sShsTqvC5W0wRAjRN6g{!v!OTZhnXHHUo>
zkpsOk=0@RiAqJ)2EN3>Yx3RhFms=x2Tb1mkz=TW}Q3Dcx`D0`b#a%@?DI#xeo;@xv
z?1InjClZ#i;}w@C(0fQKxotv<Kw*z$X^SDr=kglLM_-F*L17n{0ZOB9!BNB-LZkH5
zACF}-X@GRQgi{{ab5xrcZBXhw7JYVfJgDGRJIm|6F({`KJD$M<AITQR?mDs`0-sXz
z)OrE`RG_1!cYcd!9f`G0cpn85fY~yBCEeql6;0JNlI$&E+NW->_0)0Dsi=Mb%_HmM
zmA<^#`?8j(khb19)hcS9B?%2pX5U&r#-n>~f%jIk$C~uyCfkdg0O|O<O@A*K+Yh>=
z3NV|a3LvvGrvC`8w6{nY43@?ElBC~s4F>I1#+SkiGG4^CZxE9`Ip20QT}ej!D0#0<
z8!UHR8w`n*F5p>|4j3?HoWv_-Tp;(aNoC(I)9c0|(_3e+Non4oi8WfSZ`rImU4{*l
zQ5;hWDeD$l1IeBhlQN`Ff(9k-fQhV48ccRH8N2f#55M(Z-ESswl%m5}J>IQ-LzmoW
za(UB^4)Oc6tvDP9ei+-9i=JMgF$vo3>tl4zJE#wIb^$kHS7locb+41Pc~+Z^>NbQ{
z|5k*?_KE(dB$FLPVdgELMr$Ilq^B@HUt~mtKY0)hAl}4ggh8yi$do7o%Iv@YZbV}?
zHe2Y>^fWa=5}M7wHZ~}(*t4_(dU^v$Ek|bNeQYF}&vepeMHo6_N#(~gz?h(&O+y>4
zyU$c(8LZ-?L|qxxoDT^rP95U)nzkJq&ofJ*H1q7g&jp*J+%$7rzHR+BMWL{ALW3R0
z&U$pP$zb-mvau(F4Wga${+XRRTDMys*HiKPgZUwKydLeygIR9!=$6vO8!593C<s?B
ztWH_y?9i{;FfAb;v#}7*QCZ=~)M=zFmsteSN4gZR;)HipTl8ghuVHmOT|x7o{ovC2
z(FSY#Y8hd6A&6NKv0cEbj?mzp7bx}KD7F(e2GOpNi339R&;r}4u#UA8wg%NZD#h^U
ziVsGcI{^=-xqa~S-7gPw!TTfHmm&oLX@JEZBn4r%Sqa6bL?t{nEa7_L*-rXF`zwzo
zu?s(*@|B-N@xfPO@X-$mZW)>=E+4;86Gxt+%+`xgQSl~NU3wIs${0KX7fW>(AIPts
zorFqTFBDW;K6DHHgMb}$Ky}vo{)(ZqHzVh<{hlq5Ya2J&d)2<k3tGDJy^TN7ZfV{n
zrBNjhOxM*zSe$py{{g<y3Zn+nz00Fst+<V33DUM#<-slXo=aW!D~<vpy1t&NW@3A}
zVV`AK7#uVy*4;B9NxfZ|4>j*2m(*FQRO`A-dMEiRR!zbxL9LvJT;QY6S)l&R8dCwz
z_c~VI_C|7^Pp~D87>9w(u3KF!Z${Zao_O6o<bx>IftIJTo>5EJ5OGnKx#1?X(G{95
z0_CR@)7N1mjdG`Occr)(muQ+|6UucY?NN9LS&-w4n0i9I2k{?`m`FY;vy*l;*$Ugu
ziZXkaO}8XVY`)v@gZqcITSY_han<=-hdbr+x_Yu4yp|UVMu(UEZy#{Pakn7P1%^P#
zFPMjfHmdDn%X7IY!eCYFdOb%?r62`(Db#-6a0`LA)AYBS(So$#0FVAaBEcSEyIAyo
zidJwNk-o^fNTByW{Q_R}c{|+_l*->*;r^xlf`XqKcA>y|0t*HDBpct$kH{k#02EQ^
z)->+Or{nUEWcgjSeqTk{%Zv%4#e}3q?@Nl}Y2oVm0wM&8#d(R?jRDXt87c9MRh@%M
zH{BD8Py-#yoeDT*Q7M=*3NIg|6d%}=(xa(hy2b23N<=LhRTI}t$9zXYA1_VV56n6A
zL7#KyMZG!QI&hzE?XY#xeVJOJ@*{zrO%cy8cF1MXilS*MZr2IC@-J)JuwOaJa4wGT
zu(6l-HqLqjS8Jiyd!mMmA8SjZ7T#$>Zd>7x71#ksJ;}?`g+r+H6L%4tv)Zgv&%I}t
zwT0JSnp}3T2G8TV)4pq6>lGC)lH+h%7=||jfXILOrp!Gr4C2=kUDHO|zS?N*Kc&b2
zOd|FFTGZRQf%w}s6s(94fDHEgeyI|8BV6Fc0}=3+y<|Eo98m(@(ur~VH^{{1I7Dg(
zWB?PppM=O(I;*FaU2RHB;J(bBD98{2o)n6Z>q|FEuP`9JXUVBYA2$j`(3Qx5{f->}
zbHDRP8-61(Y*1`g&d+&K>XV|pQ#4I+cS@9VGyYR!#|18h#)4I5E+z?f;<jNpHoY!C
zKo#ln241V*ep2DItYrI!)AKK^3yxjDFXx)s(*C=^RZV{w1E@gKzjpxwna2hVs46Sc
z1`MEsexyUh(@-IY>;s4ituW;B*#Y{HFnp484rUov1;9fjlY|VQLh?`~0ZpqcbbTDl
zY)GMo05oGT&mg_(g(prVnA_L-Y5B*BOT;8Pi9f#P**1!!@X^*-xDI$S(q%u2bHq8?
zJVJQEd8!wP;xTk!{f*yU0I6=58q3wAXiWDGSQQ1iP1Sb;#kcOJ^hSrmE?@SyB`uC2
z!wk;k;(M}=#V&95r_u0c4XzZ~h{~VnE-kM?1T(r7<r(J_OUY>+gxhQP>J0(f{QZac
zR4tC^CIca)0*x1pba<_wr8Wm=vCR(M!_2cj4YlpELiSG!8V)=(I7jJMS0MFJ2`<OR
z762PYO@KEI3oU<ZD!ze!4JpBUFUao9aOm{TBnTO-Hp$MWz1y^3MK(=IuBE-p&#cN(
zxO$_tl5}D6Y^t}xb#AC@fW&~1?}UATa3L1}kk4&EXy<!a`j&)dLw{)Bk*o}b>H_Nu
z#&JnXQs#$njctq}f&K;!W2!0Ma7FA=Vp{VVYlOZYFRWnb4Asr!D8$|nANB7iHx}F#
ze~=nwFhcib(nF3#(weq7B*_=w9DD3OX}b0)nnvek@aj4V7}Xkqc5uvy6ViHImGH}s
z0psP6a4ya5`GZB>80BuLR~)dk-Nj9Gyp)%{S($Vd?(O&dYXCOw^TOiPG5t;c>CJ*n
zl`GXN@@crf45`(lxjj2ymq)7$8V}TR)SlOJ)S}CQlWa=&S1l;gu+%e$`VGQ46qbQ;
zUw&X0Y6M3_g!*4D3MA{na8Yblaypn!OlXgYarG4u2rSraNSsf?-Cg-+Vx$o}z}dD1
zbioZ|W#BL+8Q3j!BMX9^;RO;e_F^!gp;RnOTSJSxHf-gBX=p~)1%>dkHjQ4OVrTu7
zzR8x>dI>wiOvQaGJ6WPFG_|Cgme%As#wR|Q->+<ZxU$w4dsf~X#)lba2x}V#<8lU{
zaN2}7OLTn232OAWzRC_?XPdBYGPWC3nStSXT<Uyw_w21~Zs}{9aORtb6&pmCpnpW5
zK;rR(3C?d%<bCfjQb8m@tSi%n#Mw1Yx7Ge~(&B=@n{n-Ys=u+lxdYU~+d3_RyTXr?
zY8Iv(w{8{SpVm`rD<kFs1W9CfXX`nmT40!`&QVVf+v?bJ@3$|gnxgsFR7#m*x*``d
zC;O3`yI^tvlb;c;2ub}$e4&~F1+t(D@#b*4(#Y(7V%8b&;`AcRDtcIDKm<BO_t$?J
zq1oF~ciKy?Dr-MTZu{jz$KJHa8_}$oKlq~^r&}8Z^waRmt&R-}r7et=V}m58V`D+}
zP;{*@Z&3DMKU#UCt$5&_51+8Fj<f4KDG}XZT@E}^qE*2zJBC|>+&7LauIGP$CA&YQ
zz+MdG4TZMRUE{q4FT=|KXC}X`RmQyQx}@sr&G|vNChXo3LY&K~qS7DT;{q&1yRnUH
z_Z?1K`Ht&pfuuMSB_|DCGm1U5u02NP&G8u_cp5?i(O(eGBx$M&(%*<}(q~@>e`Xul
zhUgQl@p70Lq)iH>3g8g@5r7Df2Qy$yB+^f`XHzX>7)_^=mDy80ZIeL)^8mbHN{N*T
zla<K-OHQ)KB-Oub4;6-@A=<>z8L!ehK|}?$(XT0Wq4XCHjhm$;{}>p^q(@xkN3RyT
zl@Gp)-j&B1D%geUWHH$7gwsxbQ)V^!*QY_kw(_ZL`qFh-2ww271FK#|+kK3|P0qa}
zBqvaV!kAO*5Tm23jjP)!L05wf;<oR+3bL+mK)TDxYoD16Jk`x_g=gSoC5P!Ff-4ry
zcI{)$_BpUthNK`>wCWLRL^btkYO2foaAV&Uksan~2-n@*s2vl-au9EGK*#h#D&xS5
z;NJlq(Z5C7l?vFOtE+>6m_>QM2pyorMkQuQ>XA75O|$?dIjkUO+GK<Y#$<$<NQ()>
zh~{HM$5|jl##u;|jIkE?7-W@pnW9R6uue-#Mp;5`^@{}#ZM|UK_br(>&)J;W<p{i}
zPA5++aTmiB0P2dj#_*^dCs6g!?x8+B%o6@T8bfG%xjo#g+E707$T+yZ9nv*shJ_&}
ze`;*pD$E`b2zo)!anr-2sfMJ9Y_Im#Ej2-wWm~7zW3Id*nVAkiH`6~0ug%vECUr~9
z>Nm^SKF^UY%5pD@JQG{8i{}nOoy%Mg!6~QQ+-$N0C1;XVHz)~ohl^bgG<Iu0esf$z
zaM<1*xDDw51<1!g;H;@;TnjQv77R^~iDsk9fLT>E=>^&sH<=;~1pzA#<LGy_I{J!+
zQv=6G_OSVygjWEMxrbt2#r+&Pc7OtmY7+QEj;`U`g$HtXDUS%FiL)~_-NnCBN9fP`
z*aRn^0>dM_@YAVYkzNY3MKC%h=H~a&=!szL-NhP@Il>TZYasPVygfWv&gY%==2Re3
z&69V0>aj;JJ6p4K*_nUbZ9MW><C<(AFu(?z>fCB!(yO*chxNPUR4{ScYAn(407c4G
zPk`}_=fDiMIQPtd-ZBIm7O-YOrSa@&=(3jl6Y%;VUc!_}+o~W|eCdgI_{1=beWwT>
z;uLEyn$Pw*l<MBX*9AVyd6u7q!7kh_AvTYaeJ+AorqCnew7eDKlOuyPlSusfqO~1J
z*O1l4CiKXJ7X+Asu__}^^~_gOK?{I_0vm%;jKvlWTL&Z{To_O^xqinMK6}?ma6j8Y
zw2+WY(5enUWHowD2r2pr39YR_+opMfM8?O&A>P?pQb4{y8vH2Fp0-K8%sItB%#)%^
z>e6vad|0pYYA#v)Me>{%Nxn(^YY(A=<~)zjhWHyl-be);0{RYdO)7iUol)4a#RZOW
ztGh_K*#(_nxA0N#nr^cE_WAUgw0lD_U75S6$?SSgscHS$y>}o>(giOjL-ViASRQsn
z!rl?p@m?}mZ&8JISA8Qd+?C}PeS3JoueD=+Ao)(|nY0+tR@+Ca9Z<Yz&{d8GZXo}4
zzJb{6UPxvWo8Ug<i(dT#VSz+%NJ%17KcbB;)W{cQY5l1~6(GgP>^d1j_hF=>6U+$L
zS>}L&i0nEEO84YO8u95!D0=r|s*jU2GfI(Zsh>D&%SbjI?m{rokXyPww83dE8{!R|
z1@x2BT2a8-2MUZv<EQ?y`OB->T^v4bIsYG`Nayxzvsv<5K~pH(hsh#Nyxxg39~p<w
zln-Vaj1^J4T!_}VzD&kikNBy%I%=>9H{d6bfbj~wxy`ECk$KxqdFNd}Z;R>gHpvix
z6=V?av?`W!1F1d~5xacyU-0Z$Rd`k+tD^-KmLtTe&OAn=8u3q%VoU;!L^naU_4DFt
z{`9dj+_ZRmVa39Jw%3XjYZ()6`8fbVVZ(m?XcD~?Ef81(ysK&X>wu7}G=N+we;@)0
zv1?^HmmQV8DN3adz=jlL<NvNPFw44UG`Sk3MFm=k1)Hi6X)Jy4C{QzKf_iC2u`zcw
z%nL*XR?!bIQpHs^q#)8*S|C>M3)Xlo6MJ=^c%Gb#J_~Pg!G#vA*GkPhVph!D&*s9f
zQUd?DV^qzJ;R_qiUNd+xPG`n9zBer+H+NB_8*h={0L=ECqQA*>${iXj@_aZouC;+H
zupmr4szC=93qcDO#SUXHzT53@FWgjeimR`hj;Su!9Yz5(Z2jn$c>nf+|9M~brC+&M
zFHb`6QYP5=jT+v(OCXM4NjKup>ym40gU(>l4I0IGBM2t|(G32l`B>U_s_7Uc|AHr0
zX4H)!EdO4BsQNzEwsi_P3?&PEagPIDGU%KqG~EBbS5s<A_&>%p{0cZM5jV7O*ojbO
z(1}PSe@E=ceM`o#V!y|H=$jowCjQI%?l44_jK6u<qG8mh9sh(&QRC6cfoINQAMaSp
z9vT0Sg~@rfNiS=mNiM6Z$&!~9qU#cG^WWcHPHN`c?b2X>v!Olf9^EhCnETjnI%zCX
zU3J2L0m*l1<v9$f-mJ|$CT7c1xbe~J<GOOv=R#yphWD!VBYXraJs9Wcb1(b`3$qxO
zH$ebWe1MQB+(C>L7$qivoF<mQ;EC}ik;3ykQ-6Yp2bv~E0PPm<<$}WV%lXd=iVM_u
z#Sr|gAmYyo#t3Y2;rSJ;&j_;yM&g}t&I<EJaq|9!&p63Thuc?=WWK$fdHOniXHWDr
zAo-I^mG#m2k%eCWrc^?75jN{WmINPH=?FyH0pNiakguQc`99F!H(RVfCR4mP6eV5}
zkyGR>;%#N+CWB@d_uUvis<LLvGzwss(py3fI$f{T2c1v_n3GxwkR2H%blhFC^Qy5E
z|M2@}!nmTBIw7gIAq)9MO50!0X9ng5{k&d5zutnYtMWmcEW${$0YZ{SN6v(#K;^ec
zJZ8qkSdg|z2UI9R+UoLJ1KGaWq)1_xzeGMWG0~EC6GF}*Qo*m;4BUjYQFPRPv$RkZ
z91BG$W}<$We><1=Yr7F>X#S2Rid52*5cOoQlAjlp{wugM8%0kQ=hXP;JR(%W8S0dz
zzM@1GZgmjn#(}7#Jcm|38NWGJhquo#^tHTco!ViGOulyCZuGRXp&;#RtFJ_WcLxcS
zgY$}b^O<uO*M=v`dfKjS5SJBI7yQjooRS^4(jWQr)sBfp(I-jHYd2?NbwaP$XwSQy
zv7`+bnW|!5Zu=W(-BxIuGo-%|EAJ`ZLSzkI&G&A549e~W=B!Y2(o}Noka-e-DYf6!
z8TqE)tD^Vaj=i^`^J6uU#3da>luNM&I#(^F0N>?4Hx^KdL5Mb-EH0)O(Roe1t~0V)
zy>7_F(VH}9TqO|{yNSCEH_-&@IiNl;YHiX6!UXX;S|LEVU;AE5NTbkE-fXVkQ@K=e
zcN4Xo>SJ9<RC>32M#(vMrOlj{3AM|H%Ll-2+k+4;krIXhBS<)ysDLsHj?g0An>Y?n
zm1p{upFJ)@rGzLbaL_tW!n`sbiHr1TINwQ}nGDf}r67#Pwj<n@>dRLgi3-M5YN(jV
zyRHi1HtJ;K$@dedcwp4?OK+$C+ANu>^Ye<D4-OEG?&C)O)vazexOp<R5o7*w=(=Ch
zAKAFs(x~3c#}}93!k-;*O3F77|3g0ay*<X9_k|W`PkDrqXQH0>MUTU})L?cifIl94
zeLyoByvO|py!#?AJM0kZNB<08KNEnQV=%@$rR&2K13wZsk{j;>a>^Fh5`)^<=liS=
zS)#>ST;1elhZ}nD`Dr)ol|ufgg)Hq@HBI(=+AbBDAFPGHIL&lV?bgaSYaDQ%5$g}3
zXG#I1lHRqS&EEXS&^3ercagoNc<O27*vVc*G{Z8Z9S=3Tp@Eex-S$NRzOC{-!0jFQ
zHa4gNFL}QnqP8tT)1X07aiUa4(pMnrixo{_U70@pV?YU6o%a28eaW%dV-4O1yT2j-
z7yJs3+KA!#d;5rpfog6!LF?U4k5=NhzU~M7J5j>hEva)#Q8#+t$gR-)#2e6~KQO)c
zA}y{oG2EF<F2K`Y)&a-4G;e4x$dSR=0m$JI1l{l~v>1oZqD=93Kypj-fHs~zzjt6f
z(+{wb7upxl>$3XYt#P065`i^!6r=g6*hE>uO}GQF))RgY_{EJWt*_(DykZmew)v^C
zsHvwK@@5||S=fg#^CmYB-IJ2a`?gCewApXAFfY@Lvt?=AdvM~<F2!$54@LzO=!jE8
zahC1r4!gNnQ`)CJV}B;t@4A@u4ys-aN6UA{k4=`vg(hH}-|gMZz;%N*>GOEDVy4kX
zfGhd{Sp>=TnNi>^r+cfePL&}9%QU>@*nIULu3_+~BGq~L%PSq0CxtP#Qpj^%L}^fF
z`&a>!#49cPb}qu@#ns0(B^-^tmZ=Zt8Po~=CU0+W@S0g-o#>389|qrMAW*}=8{6^e
zW&J<0my5pKSml%l8rdOP363~=POK{!)LFwcGur9h$0wiQ91_5CRZ%B;ah&IMt^_r}
zl?!cdVT(uvGkDAp*zh|%CDPi&Yc9CZ19i=eB^?>;9;pXaf*-i}bR5wEo-=)tztn6Y
zXe-5|@Nw>T+?9p3E(Xdw;aba40|#6&+T}J!tCt;+MikkUJx9Ug6&`o-Y&ZfAmTf^K
zA$;-9F{Y=7xT<qOf(>%HlHskNTp=Xov9X%g_0oH;6=W+-cs3D-LyU3@Zahk_0gb5F
zvLw>Y4jxIP2;=;(7)UpW!+ek!yV%qt?>1$T>RubxqBvv|2FW<}S<6~KH$$~(Q^xtX
zQ+sUcZt_8|>od2y6BX71-SYc`VcgT&hsMm)!HT{A6z3WX;rumq`U(79z}hgv?sujt
zm8%nC_Q!|?(28b^AtGG|Gq3_8Vq7*OuEb}u-T}gu_z_=Nb<ncgBY@S=a78|vhg6^G
z7Vm#SWML5b0@@scWjG5DSL3x&mhibXh<60aVtSB2|2fHOZGP8$e+Sn-1B6wiSv{ZM
ziaOenOY&D7h$X?G#}EyZWhDJFEEY}J+Rt;c!miJ8;WrwlqH_Iw<;?={yZG(BrPy5C
zm39ylev``NYT^(($F{~)+L7XMS=urR&|Tsu01NvKCw~wSplT#3{5n(}GydCp773J(
zQPS!dHLC@ySmq}&e;0(i9tC<0o(}m&{wi0s9XJQzuj+cS8l4r(fQpZBsBkZu7~N4u
zg>fq^4c)+ui4Rub5i^avH7I+_AQSPbfpRY8P$audIy+_F#XM#hixvLn=U3tQ#&(~t
zS%twaS|~qngI?r*9%L;L)w}=jt)7M;M0=yr#95d{J}FLBV0aAQD|tG~$*F)d2HYSx
zPXjMY+2F~?lkaegpdsE3kc1~=tzxj3*RK(=W>c|_A!#h5h5%g5X?-0v9CXkN9)>#%
zgRzgd_+ct#y$G_iKdu{{bIZ#d?=${Z9>Hw%&Us*8V)Ix!EIc~8O;^<ghwvOt+oNqX
znOlpJ?vWqBOoU!`M!FyGta!>e36Lxv{-D1e3w|5>Du>s&T(?#V@p}kw%gY);%e5-q
zd3^SFuIzHM%+Ewwl>=iy;K?R^3JolWMFJ=P0^WbrS`%Ge;EbdRU^|X4`2E+Xhw<cK
zouC2-BOs|QzWk4=Kun?IN%{-0bwl0Ez5VptFJ8R2_VV-uXZWgT)TZk8v^%1Dr)Q)L
z*=5<+X*IHu6dUsbYLT~lFf(crwREV(FR#fWo#oHUY%6yS%azyY@fCco&{w+0*A-Tr
z<1Wk+;Z6D5k&gyp7I|1bW>7!W6B&#=zh0?EniGjHC^`8mDyU?VI3EfA0%Eq^Pn9%@
zK443O?F9_nsiH_63Vdiw9K%I%pPDoie)d8uN5u@niOYP`tH0{G<1gv!<Dn^|y7zsu
zewHcKIqXqxvvPsR+<r#9#(kXwtvQ`}r?bi0=%S4?qr0w@O;!2@_c*rwy)MyH((L>i
zDcCm;)D*Mj(Xf<}u#@uA6|fEsX{O-O4mCpjqy=+RlQ^?<Z+-MIZR)%}`&K)#OHq{2
z)bK}0?X>DqoAM8a{ty`G7@6p4akG~1c9n=E9c&Xad3jCf!CjSMjTa^+gSrIamJ`5j
zYi!UaTGBq-#W?C6%|;zt0pjMDQ_-+@AOW+>M-i5<g+S!r1#U*Nt*mk_!^QSiY_##~
z*rB+CAhUrQ!Zz#8vP8#XbOBTg4Kjz;l#bceHhZP1SLjV{yUxr89jb}J7h9Ni5eFwJ
z-;pDQA1Psn0!FE2#RE08Y;^>#wPwSR&*^dVyI^o6VrHt$VC-&1N2r>7fr35BbWB*q
zfYk1F3B^$Z$aGKM6FuIRjheFT(37CuU7ga-rg<QW(^~TuE^fJHQA@?<a+Oio3U1~+
z8?1;>=kZ$duSrhrloMivEcW-@7zN&m2r`Rwq7b&GcEP5rk$XRdirNijBC{~Gjng*_
z_X$n2>BTy2(@twKZiQm*#yFby(DQSCe;(;LuIXc*`@-oytT8Ig$}+c1x)xq%Zp*$*
zy)S@WMs{?JSH@VlnQyFBj)xO}u1O9{c?8|_#YC%Y=0yxNcGlk!fNxX~X-4I|&XVbO
zDj~Z!e!0~<Arbb?CP0R5b;$$o$2_+kv`M#j$WHahCU(Ob{Ox9ikiFCJjzq!+e=!rL
zK`Ct8VrOvpHCezL(shcL?$RlTWte28x-Vx>|Hr<r3+yECF?Gn1c?Bfw>pOTn@CsjI
zmH-*P4mL`2nSpaM!d)_cbUX)$+w5zrL;{wzk597=!O~-FD^61z#oHxKh|#4CSM<X`
zAVx^J0KqgHP_eZ`juGqretd|eM(J?llEQU<Z>`5i9+Pp;nDWgR>~APGnVTs>H$SAR
zAmOJ~4cX&S&?z8U7CKu-a*-0XYX%CJstZg=YF*=`X`JkjeE^I(9`E0|hT)Z%Xgv!8
z?QNM;r`G+0ok~dn6$c)CW~P}AC|6q>iiUP`&QveF{bbc>Q=9(B0Cg2%Sh%Ia$YZTf
z!}NAq>Ip4Bd_=xrV}8WP6XM$2o8ziGO#N%e`$=W1H%{gb%)8e`(FiuT`=xn}kO1wf
zoC?z6Y^$QA_JmZAMD5ZWU-0vzwwkD&D!;+faIM;Z^nQg<xRHFZ`dXN#pN|c*ePT|_
zab+1i(<X#cx{bEZkI~!F!;+(veF9s$DL`E#!P+cT@)j#&yJsYfi3{-{9!%d4xc&%f
zk47b~Y<wA#F4>m`6$Lb=Hz*5i^cAjH={@}(c6EsjHEYWoecTm99GF>i<Z4CE;3S=o
z1sd}b&d+4BIK4;vLx7k$x<FL|s<ZF#^CP|Li=n@rvLMV+q}{5WF&zwMAI{ZfxyP4I
zXZ+m<kSc;9^WWg#KYZH%U;zJ(3;r90`>$x=e*ndQ2)X})26Ftv)BT{9|3L$Pkmw&y
z?qB5H|3m{h{#P`R<Nt&P{^w2q;}ico8p!hBdA|RO<o)Nh|8)7kp@IMT+CNYIf1-i^
z8O=YPf6%~xvBdu#ox%^U_%9;xe@83--S|(3e=tE-78bVuH%xHSYcl?SVuJX&*6XC$
zD9ps)$6|_!!AO*GAgb!=ts%b)1RqNMf_=d#&p3}*pBw3GcYAi@P<J<z%(S!;6i+H2
zB42p=2R<Xdd#=B}zIS|j+@4+%rnA{PBAz>bKY#5_?#usRg5I9rFA3YM9c&lbU7j1m
z?6=pOGwdB@_;9x)%Q4f=@21~^LYH}`Rod#q!rWKwuMAHFZ_5onANv;H#vCkG>k}Of
zIZro|>oOgwf4|+ILQ<tV#w?&Z%7#?-o@Hfxws<>SKLWqsILTgL@#ap}Qn&b@J`G%+
z&ZxfXX>^varo4B0j%&F)He*6e@ZL#}(4MS9m=q6uHKc>BLd`l%npcIAVGo<v`5_&E
zF|VewuX6N>lt11BUf&=21jP0Me1<*K*+gKcw=aL~rEE@)e<qyHu<UP$bLd^<h>)g3
zLLF*M2=cY~T=PYY4i^#}XW(zAepCyDZ*LTLUQYAt6i+a=JjMEXSjKbrNYs<HJ%jB}
z<@Yd#U$&ELm^%wQKq#xG%QvF^j7&!cnZcQHa{T@?fv=d8hH=uxjcVRDb<IS3c~oyY
zo5a(H?MyeLM-O9>3D-Lp{SxHy78lJLADO=(-$FU5sm-gp$`c40*jCoXETy!9EqpqM
z_sfGt6DiS$UY8$l<dA{QfIT{o^Pyuorla}#@H9QgFg=8kudMdt=Ir)<#0GEVXpIfr
zzxR7MaWR}+!UE@gfPj`fFj)GtLVY3kl4Atz?rWes3by_<cY(ga5MFVS&cb-!4@ITT
zX6(%Ak^$enU=ycZnBncVfr8|&gkr^Mz#!CoV%z|0w8gU>ocB%L*_2;bNR(c>cX&(j
zkZ{KakK4Oip-smOewH|D-q;f%HO!Up1Dj{y+4Ng(33Q4W3$d~4cc}i<Gw<34P&0?W
z#?(w^&Tx+rF!y!~?}|D=K}-`8HgF?%kT%V3p2nKGie~@7j9^eP(Gq^4%wdG`n5*v+
zn#^TDKV!t!%fNQeI)7T-;Y6<a!)4t<9;k9dh6fdlrK)g`l(Ut}whC40N_;<HmeV{-
z$jdY#i;j$ke=tV>)#l-T%5!3#*f3LG&YOC48bq^{Y=CYhNbpmxWaRuCt43Ew|AydW
zokR-*8TDL9wcUIukn&h@$ajo$Y((VdMG2#!Z3;^}sO}MwF!OWB7OgTHr({t~d6lnk
zQoFzvN^HBy06LBi%&eCYbu_4<R>Ync+0A)UKs-#nNbQCWAccy&uk?g)_?f%;2d`*=
zce+ttCtAh+v85MY294`X!SdO79j!MP0M0|Lo*_qOUQrLAF6*=MgE7CigilVxaZ!oS
zrdL}@EFUng;<ii1YcNK6-!tt_Cwd|NNk<&Y$6ZZFDk?-LK|Rpu)f3_q(@3nx6YEW^
z3EtZjnV)&EcO>M2BMHkmVZT~ZzHkId-Zdp1UraX)bJ!o$6=nDZL!!=|!ej5jZ7o}S
z0m3ccYpo;7L5?@0Y(@OjxX}|1>!ZhDL3@yvyvM)ODt2yF+1gP$_{f*YnK+Wk_m&Kg
za6&-@ai(JNyIh!(EQi9CtxWMe$ICk*YcP=f%3GY(^KlQj3L#MOG^P-(4Q1HwhA5cD
z^NJJuc{$V+f2uJKxYy?n)9jm5<-`~r2koIK*g*C}^VtOn*-{MBig{*;l;9fn5?3)3
zI-+Y1pC3Jbr;s4RmUG9a`lnKqf~2Y<?cJQ4D^NI-zUkVZ9svp))AcbHltYGCkjL=B
zSZM1sCK}0dTrAw@DqI~h!bKd+hI}#5&PxdqtFgi!7W~2yUN^(rf6KyRLNWWGuRkn3
zMntrYSDP;w&MQX0kH3~(pQSly3ah|f3UeGik!&}vWAGbDtu60)k*#K6LweUW3bDc$
zJ~zeEw5g`N(`P4os>)Nw@dLYPZHcpFcese@Ze>xto22!bbJ583GT*Cwef1Z*Y8#e*
z^EA&Z@G$x6b^{i48SI0b4|(fo7Nn)Ime<t&s2n23-)QK}L_iy-Ni@V@RRa`}mEW0B
z1{&yJ?~_2G4v2HE(yxu8!tk8y6n)uBW~r&u-vfrPn>~SYnw|Q3Fn2PmzD^nN_44?9
zNG%AxM-a^?4(+#^6ZMfeyCGj+4D&=+KR(5xjk|YpF(ZkVVvYB%w;<s!1-cvk9Tm)g
z({2|aCd^XfX3x5YlvMyIbWA6DT&MB&%Tdfk)>ACUW}lfff9eH6Q+Du0>b$CfB$B<B
zkTfBWK#qy*r+A|ib0H#VBu?a`NK<7cf9aS)BRMAWbyQ?)8WqNV2o-69TL2UaAt;au
zO=2WR8du^$kcGk@>1siPtDhhgF9xOoJat2Ze!K*4MJ47>(d$tJhW$5Mdx#Plk=$&*
zW<q;(ah8F2Fj+snFLzW@RDaJuMoYKS$imUOQm?-h;&hX2V1G1fu_A(dYJTMm+vB-!
zh`8o|MYZ>`5PUira}r0!iDg#w^_zrdv4D{0#6x=m(J2I>-F(~|7Ad_^*5tG$#5e$N
z_A8Ur(Zd5Lw|HQTT%>b;zrw<eMc+f{c>V-8{WdnAO-1s%+h6`{M=PclL;o(+5-DQ|
zQ=<&ilR@eUdMz!2goe>66ijf)M6nEZc6qwTBhv_mJi?zU_yB1&g5m1$^Z{L{4tw07
zswU9SgU$BpnFc2bPSxn3BE}t|6;Bj?Xy2UMLRBBk2pD}JRybe9`V{fT*@{P=P8Tto
z8Qod869Q%~HcybFNw8AZQZ|A(8soS>akZ&lrR_Z*2KXD7E$-xj;gmk2jz>*5F&n_3
zL`)Vqmy12XDL<l?&n3g(L>BRo0GPM0FK{7(HNf2hK&3RJuCB8pCipnd1xjj?XcNyD
z9K#mu!51neBP_oxWnNm41j4)|#X)YF#9?mqax82{s`6l5g@jsV(G(Q!FL&h$Bc)<$
zbW=6B`lub*4xDPnl@46DHINY@==UZg^XakPeb&G*^*o%~g_-J(Nj3o48)Eh)8qCLJ
zsNk2o2;!`<%XL#e<#;kcG)>u~WcurnLzJda;+A{B2J1x_6OI>h#GH8cFPY3ih%8Tu
zUm-8r9Vgs#;E91gDp+kW<`HcwxFZ9g!OCz^*m<)0%!AarAQNYjq>mmMS6p2rbTLt_
z)bD2$^eJtIN8h?)%M6fOTnuU~gS^mut`;-;Z3@V|jbl)?=2XeF7Rj)T2Xeb&1X-r{
zS^>S>@Fsoy<n~zFg;D6Pnt60@J#q#M_YH=Hmlusn*@KwM>-|s}nr3ShvUylhvWC2e
z6;X>*g%(-q5*zXhTvchC><pE5gS1)6wYhO71bb2wad}O9ns)`#7Do)qhImVHnzmCj
z9+k{4AW{Befm=!6unV+Y)U(A2hKjZ@_tO%mGg2wab)>Eb@Ly3qt^|vz{#n&oN(|!M
zVbSGTwRDSe-UwC)5h1g3r7NRrq*SVl*3hVyDYw-_j5Nw6Mh{!0#w2@6OoDr{Oh|TS
zX$fK$J_Q{D!?MD#UY$mMk!sbWx%ny15b3}o6)}};h{TEYPQpN8<)nUkHTg>U3S@}q
z?&Cnihp3>10yu?*)d^xmKk5Ro=GoCX)xVZ~D|TS+3w|ONZG_3*sXA=WCWa0v$%Cnc
zMUiWlUx~rqQ)%C{0nAs4v<lJ1%feaM`tW1HtqjQ6V=_S)h~tH+*`o;5NSG#~8lp#O
zl+04BWo($Pij@pyzkYe6F#9w8)b+dGjb_9Hji?gLlUmo$mC}?0*Tg@UOwz$Rm+Z|&
zCDY#^gOnhmga?jXnqKgY3sKSUM@7jnK!%Y&9Y%9Sy<-?u-?YgPlgUvX6`qT36Plx|
zgPbFqjS88G9vwJcqjW2^Yzg9tRi*qp+r#NbfJq83Hpq1;g2x27{)FsSOO)0jQOAT_
z2g@7>PHd=U&luGSOM0g-DpNpR5{Kzd1TRK1G-lC87H~Fywg%*8>nrhCx41M44BdJl
zh+Gy2uGZU18^hx&p{PR-D~xwUrU?G>uK57dkO%wG8pbjKs9K?~?bhs5zY_~t?VPk5
z`^*Bn$R1GL)907630rNgQ_QE=)9{X!(%0?J%31&RD+TJYl{{3}@f9mOqOmslcV+eD
zc&eH7yaWeVVcO=7S{?aT3PH?j4qF3zWL^>_llB5iet6C-UBb*|A<tS~fGl^r>Hc|_
z+<4OW#v!p#Tu5XW<;e+P2;ofN-tpfWAQ*R@c|7J^O|@(DWpuPz*n<r?V1_E^10Ayp
z#gghYxVVXxGsn)uFdFEKYOcLNn~Htehi0xdlA}r31X%5K^Hk&vO|6#^yE1hN^U^}M
z6+tq}*gFK}s#Y^!$Zb4WdQt*q66nuBfw$iltX<s<XhSB_cu`WxUD!z#2t(kMYFGhd
z<4!jrxghvlD#PMatP^3t*1g9J0#-PpU=qHG--yK`-~*Yh+hppjN9c-8>%Xt&N}P^H
zG$F5zsuID1IqkZ^XQeQ<M>R=@)fO#)_l2`I`iK%s;ZS$AY;qw$I}M1$6!1xe{N4~0
ze=L&N*?{oBEmB^dJ7)2fXu{-16Jxw)wX$$-6AODX&1x98=dY~ReRyePmn5|_8w+F?
zlYiSJ;bk!hC#jVaNs9GG$JN2CpWNx@A(4+m;qASj1%XbVw8(I-uEu#AmD#!c@{cUM
zG`WHXccz>2=?wvG9SI?^Cf}YKzjx_DSt9c4S}xktBi^(aNgdUjBg!{zwd{y0a%AaQ
ziWYkf!IjH@D_6#K*CXft=$3O?;8}596nN2~5ju#WIoLOor)g#zI)05NBmtC;lKe+V
zAd8TsY<mwPey=~dvh_yNHuOSx*YHbWct}^pmeL5p>@6UFpB@hi_i}=&02#jOgyfEz
z>s4^(FFL%jXQvT0=C=6oz4_^N`j<hPyG+TmwF)^Rdo?r?d3{1C@_H6aJnZw;Lrg}n
zrl!xxL(Go>A)0`gx_vT*4^_oa%fdy6oHRZU2Khk5ktB)AG9y~jN&<~sr+||1<B*Wl
zA%_))G~-WE0CI0v)yeqtChoH$0vU|xd{;d^)4H7~&t@|(lj|dO<%;V7od;ZCj3lj<
zX!lsZ`j~VH>rpo#tfLS6cy$rs1>KQfV)Z_lSy!<BAloeu!wKQrH?Ng_?c{q5@7gat
z!30o=Xxclxm;>c3E5#KG?`Fq?Lra)(YuY9;oO5W1>60uynUs-^RmsN7`6fy+IcCTo
zoevWbEyfnYuqCJnLc{9rM@1(vWsAt=z@-q9Z^nzx84e_DTF|@l$l{!Q-sj6GUIwr)
zK+v0*0Kqn(iN!tssDG1Mn7At$sOTyrg`%5J8<kb;PVtVMod5J3M-!yqb}vJtoMpQA
zyv2hY;d(C<UdT5+Nc8ANMjy2iets`wjg?mBb}ysbc7&EkGbClZQVleFM%>_VlqS(@
zN*OQVls$^f5IvA(Y9AZlE{7FdG#IWN4deqYj48xsEEtoqB8fj&Jckxd)Yskd0hzc<
ziK~wE$%}Un*5~X;yzPrYV{4BY&ECjR&oDa!9Ld|rlHBLhy?ad%{te;LM6^E3nGG<p
z!-*TjG$5lC`HDLwGSt)KJ8-1W2W>V=)h+ICds3R|zq#EWeM=c>?^aK08y2nuvOcn{
zUf4O#14wnrWQt*I1>#Rjzq0i%27v@Mjxfl`0Mck0EYOVmN8F1V1kN25;zA9=UyMU2
zj!3`O>#j<Gqch1b)Y6auX&fVTxLv<v`x#gX+w0nhdX?j?I)`uYgxhTQc~LNbOBsIx
z6KBYq3!=5lQE2C3R<QRpPpzk=`21n&d>cE$!Q*I=sqw$H^_F3AEls~S9&B(YxCbX_
zaCdjN;2zxFU4jj+!QI{6-5~^bcX(&-{p|aG-gC};npHj1tLK`ly1S~^zkWqZ7eCd(
z%_;l|)L^!DRJ|`V`RI^3Q}j!)e<5{Z*Tj(yT*x3I>>9vq9ZCMy2&FI~O?$1TNru*d
ziOj^%!>XoxstxjjhNMsF4peqq=(Spn;1(#T%QWUQK2=@BmNT0&jl``Fl+M&TE8>%<
zC6zmy>)kN~Z!E$_R+NMuU#JotpHeC!?P`glXqM!{HU{R9c%swY7D#Bgd_@a)5GDT&
zjsch6MA}0&qWQgvY)3&|;K%cHz$0O=N4u7xpR(GX4Z^3BC>Q#^FnokZ@1+T+N@2?c
z_iM^qsg*-yEuPl_#VhNR$-6mNZln+<;j=4yp|9#{<Y7dr&1mtMm9NB?e<JDaPXxL1
z&YI4uC9?TMrq7e@4^X&A<{>#cT!lHpn|rk5ICp>|8DQrH@pvYeq01et^FR7@g-_)`
zYZzWT0Tv-j1z)XJ@r@LO&w(mhiHjaD`0l5T$+EztdFNRs|E@Ewul;iJXpfM~>AZ0C
zZ?!bHLxh&A(9W|x#7D{(1}J2zz?Bb-gOL~1!Hy~Y0{5q}QJ83iO}3XNR&+akef4)A
z<Z`2sViK@20W63z*mnVfJ=~!Sl0KwHsFV*K<fOj&-ul@aL#nHi=eL<330LA{nuAfv
zp^dt+$z^*EWr}NwYUGVY7{|kpe75cF1h<0$`zXBxyL%8RTGf7g_vH$~`ZoT@3e**s
zq@haYhuj!=?r4H}K_|I6%*CYw##0Q_N%gR;B32kVDA}P9!+r23erT*1Inx->zeL0?
zsTWpYst0up08@i!1kXppOxP+XNc%!8&ig_ay8CF42I`?LuxOzzabbNr8LYL*+sxRE
z0IPC7M~6|i_yfwVO=e_w>MBT(+qO*<tq&ZmE}wtJmh6`qlO|of08N7rH2+S6(fv9e
z%|U_g2=Daeg@Bb>Fpu?q^}L%i^){re;cNlQ&Z4?jgTz7F&tu(Rd+lbk?Jnipo1xC}
z{Y&oZ<-r*Y!cQR^{X`O&QAgr<;ngKCpPzZx2~o*@6rg4E3~c~ze&HG(UtD@*<o3|w
z-Y#tvzkuamcMIC?AVna3x-c9iLJ#8dO{B8N($Jai4I6aCuvi1<8ViCX;Y15?gxyei
zag^0EO7hbHM$8htq)1UXCRt+cBD!3^`rNg;wCeUlN(0idl4DacD@T#u4E;(H$#pq*
zGC!k14vF<vxAZ`9$9JOM2E32<=@=q^UH`R9+r6oP;U`81uMmjj((7$(g;twmsz8c>
zD3}VKFELKCTyj?-kcyGyU(Jt2JPrmG#u8*eHPfV80`-x2!V3LinQ066o)b*;ESN|5
zxKn|DFW3!u4(f(`BHo62J$_hp$~4gb*wo0tKP)pzl`*NOeJeJ}r~{Aq0#!m;-+yfl
z*;zWtei>T05;97A2idR^!h)qz@R|v?akE^w0^`$)#k>D1M)zhY4SQj1w}OxK2w=G7
zPYGoAgk8mMv$F`vJ=*T9#Xf?nK$k=0tr$aAzO7Lt5}k6f?Ix%}^Z7H+vWK^%go%(^
z=h=L&TmBPvb?R$2tiAqJ;SQ^}7IJYOAnn&-FAQzE#NkFMT*$&4=1lc54XL3jW)DnZ
zgu+ewT~yi8C3EuR&QCxgjy80tn7V&LZ$(bLc{?s(U>OY$t~x?Ys61~bmD@}`-KO$8
zQho7KEzGJ1y&Y`*4BMtVFYcI1Abr<EuMI}-7(4a0Y2XeG`MR?xZZWAKhqS2Ckgj@C
zjRfyys|7W4`$+^#l@5B@N&6G{Uu*V?g}09%^txUnr4o?H9y*HXYX1|@Ut9eUxCQjd
zG^t-jRB#J7Os3M8ccHSm9uc;`nB2DRGjE$LE`9ub4tYOaShVoC<WCHLtYNfGWH0Rj
zeD2$2Jpb&gqHzG<5b52fzWWJc;Ru%TfXNSzzl%tLxdJP==WE1~8&agkilMc9tv$5@
zjUshGl~v9)gW0rDycfM@%}w*5pDi-6!r13!M6hjH^THLvD$-HtIW^-&5I&3c)0UDh
zXQ-lDt|RKu^oxl;+e&*Mmc&=$ou-1Sj-cjA=Hcc=UB*=~2x$c4`NV5b6YrqHOQgX-
zDtxJ}aSGPR(CH4>P(g4*s3GR{G7@BQHWIwhHDX4t({xiH#|r2t!Agn{rpsWxHr+u%
zV2mEe(>2;jvSP_y;m#a^%v%t5IYvQ1y9^H|SE9hm^1BjYsImWNRn|b1#sl{Q<sPOC
zXrOs*NimGKJ=@MT0QT^?oQ7<Evw^Xihzdlw8U|C*Gc(2DI;+-HI-8bkJt%%Jm~Qm1
zvGh929W<{e#dnwTT5&XqNJfi2Q18)r3d{VO{uuWJ(EVmL5X<u#;I=M3P_H)d2F?5g
zogtpcd~MPJRW+HcOf~$e0$nvbQmN{F3?c3?q|BNA1*t?bep_nkXq)m3(-@m&(5)2h
z@+9l1>mX-Z1v%4l@ifrg-4iML4&7Fzm|R9>iCpQcv+y@qPVkQRjv6kGRCQ@)Txq+|
zL-o+Bc~o;=e;PHhL(uvfl*LCEGYwi_L0YQm|5;z1V0LA%(z3{fkR1!ST{I1zO_Vdv
z%~n{IPafyeI0#OK_<cX#Ux#=r$3x%FQW_&aRtV2evtDRU5`Y@E9xwN)nPcilMev>o
zLoZIS`GA|f^G=;?|Fwgx;-i<?lT%j()}o+S>Z*o8_QE?#cFMbg`t43k^~eWQ%{m7x
z0se|1&zaD4fAhX*A!pPd)tcB5uT*6Tq+R(D&Fresz=~3#XpJ~p+2vCBAAWO~ib&fu
zy?kmIGu4c(<XSn$ur|x5gh2pvNa|YfU~(t{5*k4iC@JE`<m$_SL<Fv@080|P9q3=f
z1mk|+kJtS++fEHMR=xOk!U$kdLWvYeoqe{+;~NlT$=ob79B<tNluN?{8dt1)BWO4|
z>(7T}P7a<x)jSSTM8=I;PI-vbyE*go{E|ZdSzOEW0=IsuPA67J_#EDhKs_0v7azjZ
z5m4K(J-*iQo&$oI-uLDfMtJL<%1NH6st4@SL#W@ymkUt(UYjgve;4Z1#C)_jLp(DJ
z6A{Tt#Qf>v*OQr?kVFWeRg4t+^3!>#+h?lwSMX6K|CQP?M$z4zM=F-h@TLfMBj1dO
z(6gE>wM2Hg1pI6a>2F;XRBP-~*akG1N^tLdQk*<_bz$N9Vi;~tMPag9^8}+tYBE7@
zEA2$E3P3SV4rW}xF?0bc5Zqj13qA}vp9W$TO&>1I69+J+f}FqeuxZGu_`TgqLpM%B
zgo`gKMA;!^A(Qn-TP2a$Zc%(%qAO0cdSwd$^w}#v^Sk(5uD)aP?NANLf^X&La5(C}
zk;=IL4js^qNa`j1f<ewD@7ck@Zwp^RGF+6{X1is3;Fa}SKh|XN>#cp=o4>UM?cuc#
zwGWxSo3Hm;E5BmvZvTf_<W7S63v-J4R^6dhJWoB9-Z7B0#YZdlPXRP8+YvF0ZDrGD
zDY)omBBliDx}rckHmzTD4CXeBd1c?`FEFw5xgD!N_uF;5<d1kol91?w6VS`rz-kd|
zwo{{iQ)09%TnYHC{mJ9#LK*^#E`i9Q2}$u*tsHF#Uh^H-e9#s)Jfz7MyA|PHFW)GP
z3Q-O@ebyeriw)Z9S?-|)<YwQRPITzStr!;2U5~-)^SZHU$xbgz`FiDuu*8?gs^%kA
z#FryAB;tR&QYvsjs!*JF4EjTPbS@saq~E+(zixBX3kCW!Ey@)2ktlK_tjcd?%~>{J
zLF@u)zljoZG<6g!yIjH?tG6*e;8{-5oWd+iV7;{C+=iA67@w2C^f5Q6?Tg<$>>VdH
zr*#yNR(#S?*2DR66d_N;@00vnE9GDj(iu#{kjNp6cTi44t;8Ory(r(d;Z-e$pqe5?
zF0=T``AWA^wPT~_q354y5*t6Eg2_vhgjqikUx7Ga8XaFzS0R^0ar1d~L{`ot*K(W)
zHv=}zBi&yPbF>d#H=!R~s-4(V;5tUxh3ix*z@mJ3I#-Mqmj_&k;kAg2c#-9|RfkiM
zbt{W^_VqC-IK)BRSoMiZy^`ADpZQS#iI^XF2wD#0mp{-T4)$1)q(@7Tt0AqmM$8Qy
zW))-hw{f@0StcxWx+cnX%|$%d2kvVXb_>{5-~)@oEhvX_tF^cP0FD~26K}Qg4LsQq
zN0GIkEA5vSRZ=bAKR%AJx$-g@UHy%l-ysyaPI|9dpHy0(pxfIOx6a0k;Byx<N`thU
z=KbBGC!Bk0*uZJ;q%e`#-Jpdh^mD6~R}h1DEurB(6QH1ZgaQKI1#7XY>ImQm=J7Co
zu)&MAhDM0JM8bz<&bbI+Xwv#E6Hy4P%gXo_Y*B;t2X0_16kgz5Ss!y=yCTn6kppVG
z+i%Od*PZIHlWE}YYV5-b$Vnh>2o!-78L0p?pMEUa=Anchg?LN$)#qb0jA_AMgaaf*
z)L%cvEM3`9&`#h)cxOF{HFDsE*0eC8=KNqn6M4|8Sr`z=!slxxZOUPOazgY_GeK=p
zisU3W*Q2;V>>+V?mAkCm?J5;_JkK`oYYlaTz&Dh7Tj7kcMt>qOJ1DlADH*va1xY!W
zlW|uUcpIzNPAnL<c3?TO%3r$Z7nWx#`UJjb`8K>j$c2X6KAnmh(YZWn2ZMGAeFqKR
zKd{wdCO&8wQ>3j<^imgG+pJc@w;JdXQ4JzGtlRT%Hw%9{9$dI~o!%vFZmf00Fl5X<
zzYrecCo+u_zi<{y%z$v37|rtW^AO8Q3o!jZfT!PD&%}r^B<(SA6LNAxNHm($V9^Yf
zwc}xhzYwq3M=+p&=}niL8K9)e`jNVm{EIx_(MgO_BMm8Lo&5sfI7ce<kRvKGnKx3|
z$<2@#O?BkLyS@ekoqUe;C(<3>^@XJhJ!kX;%8JwjLOpdGrWt9BRx3S@N0f?Oeun16
zs<!Qtu$0MNf&z1Yh?yf~FXpjM#(6w@%QOF-?sukFzQpnFJDn2$+n_WV$MN%W7f{U9
zV)L;JGy{sN9Dwl<Yk7Znd5Wl?Tm--^hrj({{ZX7*rFCLm;{h=ki}7z7HYE46@zM=3
zT#VUGU5uUUocY7V)oyYN1m_x|_ky}t9G_CCb{3=`+hY~ees4fa{(=omI?@EyuUDDn
zAKSp)-<-+ppp);D>UN=cvycSvwa++X3fJY%5`2O?W}`fx8r=_bASlMtLw7M@d6}aS
z=l8(_SrCC0NCQ+juQHn23fiGND|!4Z1~SHpu6Lm(>1yDR_KR)LkE>@Rks=*bv1qpP
zo6^FEd1U?@PD%EyM=_M6O{MPkj2Sn-?t43Ug1#)=<jAp0HD_8=0Sb9kKQ9OF^L#Nr
zwPv@7dZS)lNCX|h6)EBy9xQFbdUo9wbxFz3>Jte2#FxHTmvnuDs$&d5mVG-}$=;gI
zESTf@OmNjXeP?hqHk(;8(>Lih*oHcHJ7sHkji9!(7+r+BXkmKN@^qg@h?TQKYh2rA
z%GYgD`o+vnIGAFyz5W#a=Ekhq{A@q4GigoZB{u<Vv-%#`oA(3vy2*8SJEq>ymbPiU
zz{6BMhizg?sR0z>mr^`if@8N8LWFvS_~lXs_tpY)C2r}3QC$lZrW>d+yb{Vq?>iNw
z5c*pW*IFIsAZkE|a{j5Mx!!^^BEAYHkC79j{V`b8J#%-O5bHzRCuE(fck!F~$7KAl
zK2Jtvd@N@6wR{$<Ii*ur-<TU$nDGkJAQwRon;|MCD=3iOwLr@C1f|fyoj}PTj(-nx
zj*HqMP!r3L24=n}rV3uxjeZuC4LO7x!3i+>zT7e2qw%54khYGRlnWb)N^P7AvT-Uz
zeUu1{q&q;vClVwuI}HuPZfK_I8p`!de6b5Q8SamO8gKTAEEu9e$FgUcW*3<xy&_fM
z!G|LDXN48WXKGoIBAtC>4_|Ip#bTN%pe8msCZ_PtWJQdPl#$f@{7V0s;l7D3Fn>t)
zwE}pjlq5g*=4H2~M}}-E+}6tbuH-%%xv|7K$tPnhr)4`!;l-~5Y&%Ljn)dd&L969{
zeynsqkmBp`n(9cf^W%LCp|$D!{Ar9^H#+~TsuMj@r!3k0b23AJZj%Q=%(WxXiPT1?
z#we>UQ%qywR9x2&(s^U7+KKz|VT(!35;Z7Jd&rs!TW;up>0849X}+<*G6XJ4!{7?i
z9zP;6p=t@35w@&fQWz+^Ja5YV{e!96EvXPuT8FI<jc=ej$!@}>{9Vvs<d-zuB39A-
zl#7{)dqLLsW3s#3O@b0C(0{HM$4Pca{yS=(+kzZe=#01!@4*OQW70am0GamEPYtDj
z>j-3bNTB2jQ?vCgcUv-ye%smwC-~QIS-O(D?P^O3Ui1SB1L9xQx;PBEpd39J_$AFl
zd`fh?fAL$xPfdsKoH%w#?mYFi;FhMKeu}EuFJ03{Z<sp_cv~2}%T}7+=gb5|wYNx=
zfjz#hX>WXVM(lcAo`=`yeDrG&BK5Uref`;3hS^P-uS!hWZ&C^Vkmanf61>zyqqr8+
zA(^e_x>LgbeJc+^yUm=`(7lYZ8UMmb)QKajIE<4;6-qnri_lquzZK`!Djhke)f_d9
znSb7u#&m%jy&rjo9ZbJr3!;Qh8AO6axgV?2S1`aI{4y;uKDo*h)@#Lz6Z)%++sj?9
zk@;P&4%c0-@a8L>IL@mKkqkFb8VcBmKGng>V&$~kqFmVmx3Jst*HP4IeP>}7^lK_Z
z_<ZAh8^j>cP5YSl@1QjNe1eqwPJr7Z;gIm9@99rCD23NLM0C;Ibx*5z*d$}mJwaP1
zxvd@DnR4J{zX73)u-A8d?wS~FAM}a0c9Ht1s(Q}IEO90P8{N`5kjTN$Guey2NL=Sk
z60(n`2o!jwGOWfqM>1HS<c0TtRHQ4&@N33n%n^w8r<IT{!-GQ3#ESDT8AwEPIOIiT
z6&S{?0y8KK=1Otc0=*FIkiS#)V93u^!6jkU1@Qi8ujmic85pZd%kZ~UD$7(Y-X*8X
zc{C6Gsg}7*{p@o=kl05`Q)Fhgt<kjo&-;VoZB|>n7K^3W5r?_q@)>T*A=)Joa`lv<
z{o*N4f%@lRIoinEBNOlVPA?su0)0=5c5&x;A85=H)hG6WvuecF5|oeRR08EDR3Kqf
z|4H?DA%fAGMUVp{>{9kl%f(HU=iUy)vQ_(CgN=d8vv8}&-E&5zb}%$-lRAgzVF<@%
z?>aH<QXSGn-cntNg*UGi>}n$WQr&UYNh*)rG<hPStwb_fp+^b}CT*$>Q>T8envg@7
z!)d)XGaE*+d|7U4gTT#qf@Kvm{2&fXKaxi$XjUjs`05K(=p49ki1`dte6J>&X;<x0
z{UxU6%aJo?uke|2!HAtYz%o8QRp`n0<wARU0Zw)Vl<18*z&yVHrG^{oa55)Cq0^EE
z=g9oa<n87ecVgI@D;BxjR+>mgXI-LL?e88UgojxLGQ4v<1lLhE&F<}(U{Lb*dAk3Y
z*Uane9?0ddRkh+?G1+^<ymXZtad#m*pQ*iq7dqDVq?zIwT8OL}tLeL3tHvv`JTcS4
ze)&+_twg}HydSWiC$3TTejFlS;!okk!D_k5=H!a7`4llXpszn``C!=dX8O(N4UMv=
zB+=VArq*5j>q6Cosn^EmDC3(h9{4T*UdZuIwnw5=iduQ`?4B9TxU+?w?)Il{p}Tqf
z;J&g&%orZp49xb5$k#9S*Qd_m-T{4632%6tNA|slZ*zDVbe?*qRR)KWx#c;TNED6v
zx$py~71C$u7(U74pwb$Fx^SZ*215d;Xf2H=*9O=o<5(5F>7H2j>KjyP&#j)x4(gjP
zN3btWCid?5W1J@!x)n*3-?*-h*(OR_;kTwFaWYfT>E(=ZUFkc4F$wISkSlrSGQQAW
zuau9MaFjKe*<x8{%!gQ7T|YI{QSwJ6S|37uEu=cn3u&>al{9`cROWED%+dT^aHY(%
zK)D@aliuj<?C5B-*nGja(PSS9-_HpWK--$<F0yocRG(PKaLM8W)3(&bKyyo7$r1Nr
zZSnQaU?D~SloC0q?-psP^EYF~hqdR7Ym<&KnpTBfOxZ)pJA;)84~3;06*i@*y2=nY
z3{^<pz*2vC2<`72+U5Of4XZ{}N;&2nO4EnP@L^rcNMU5wxN(mZ(BvDE(B%BEU{6L?
zqBqMIBWxAIT?^@(Xa$l8uG%_&eWaNvvXTX=rzeE8J{RKl$@afFBpzq9S>xG8hBEaS
z@ohR>tt*7#80)#2M7Co(T#;bIU!d{`?|4z@?1%PwkfD?z;x6HOMw{VzU8#Wclk0Du
zi1}_1G3rR9_DkoyE>L?t&OVw1I!m$AfhP+ogS<;HOIE)m%0`<)IuMzV@=k-Zf;ytA
zXIE;mK><IgbPHg3q5*vNfOaQo_`B5v;HbH!A}$HY;bgUbe)>{ZKYV)DvI70c@TT{h
zfqT^PD5XB;%|?sa^+rw}vi{^`G4KMx<yp1oxw#FC9X}YW2?s8vN~zd0*)<v-0O{1o
z;Xv|MFBc+$Uu!rMOs~a?`nz5gom7~LHeop~Kdf0(6>1ImMW`aypVoPG6)FfR{3pgr
z9I@gxnE@Iv8c%OF`>r9oN_XIGE;OhT(9*;?0}RP|T28Y31Mc&aZCc|JnqMZsxb9D=
zc>#dP5r+(4z(Baoyp?2n`11HL`g4w<i&nGL9jLkiLM4LhZafEl$cV-)B+<wf)P`K_
zIX#w%Hjk7!LL^!Lc{{|I$^qtM2S-&m>1KNXX~`6AwS>1`k2ING?43I_M|3&B{RSR%
zRyL@Vsebua)<ASozRwVxyUE@OFNV@+vDK`2rx{`p+M{^K?Voc;{_XEJ9g;EGK|a&4
zQMp9deU#6r!lZW36%`{dXo~}k;4vG#976|b15QM<Xl;(~xQj<;d7Mm0&DDz;Jxwnx
znY&il$7wf@r*OUp*j{S(OTRCp<&0kqmR^pE?@xEioFuY%4KGp_R(jmRB57cK<NeeC
zz@KU{skloa2|&+9x#;p+!;=k{qq%RIs5ZZ#!x+{HMbJsuwb@8&f7FtOmvcsh^(l*1
z7nYLF+u}B(0V@Dv!x5`e@fENb6jT9}GuYtduclv#O=(R8eg|O2K{-JekYs~XQ!T?&
z*J9EIKxEN70PP<gfZ_#Z4#3Se2cXD$GrdGc^Tg1?{BC2Sm~Fb;`u*&1`AGDdT+2SC
zLhRaK8<N_((P^-ba%8~p&_J&Ls`T7*nJ^@#N`cy*HaZXzsaevxh$?(S@u!!Ou+K6E
zkj!ogxI6dE{fw?Yc0n>9tf;oN(b+o!$mouZ|Irh}B_^e7;`-CpwyQG_-Gef$!(GO@
zjjPt~vK=mf2(v+<`MO@?QFB!A&xJNa!!Mj|uV7h0#m@2}k(ppRS=L;tg+LRI6G7%H
zkfTeKmpEuqsjef@q{Wo{Y#bJ!FM23z937gw_WYLR;?!E`)rUQ%JXGIMLHCJ#N9P1A
zyI@@O{ufdsp&5Q0teC>C^-DhMEta&+Rcxc`G~NMp(|gYJQ)FnsB&$F!wuN7B;;*X9
zKcD=`^m$NtD4{8wv?T<iVq6s<;(nn+xSh;`qu7stk=XwNgXI*-dG<D{+hlW@e2@}+
zvpPLCN#)FUjMgRaQ$t%(^ET!|cpL+#K%LW^WFG=;RvbZL8a3!?nexPtTxfbi4$^wR
ztRSo)hhZ~B(9=ux#4Z{`73JGUJ`wzH^z;*5t(`?1PGpsu!<qt2X-`-B4F~DUZ-tcN
zT&#Xiy}SrHSReUfbAu#aZ}pR4BKRyUGr_WQtf-CEs^~^wAkU@t%MW`*RfWP2{30Z4
zJRkiqw*v*FV<_R*1?VbWl=Pg-%ujQENiUF~9hIQoEJY+hXci>m!kV5F&j4|<{nhVg
zrg=v1y<;{WW{Z8qnCf>w9mS)g@V_R=@Pf^GazG`9;Riv7qlZZL!}ZJIx!2hT)TD@+
zM%xOwjIuTPdnma4ld~f`BHxZJkS1M-caraRBXuR;5R^LpW|3OGz71!BmV9)i<!o~k
z@APD-tYQ0Y#ol9R&+~wBw!+=@Lgk}hVmbHGsY>suZ8hh$_?xTU#cms0OZ!#@d*iO4
zdYX^NHS=Y7(HU3>1*U1z&hy)qsyAR!#*E`|u_SnrSUY<$SIZa(Xx?f<vzpI?Yfm|H
zvdql}wV4Y8M4jSI=S(5bfovp}4j?bn0(qIfifFZ98R>fansv8#8L0%loVsvHa4}4q
zsiJUNkhxK_7!a^%rxsE&aP&;wV1FA=ocj!$sNjvZWL{VE{&KXdfUw+FtH;?Itc8M-
ztraJesWt7Hq7@e=O%D|=OfS)&izSCwqPa|K1;U7PPPwO+7w0aTSCx;<O2pS|fij)*
zCBc7fauF+7mgN~w0^hD39ICtSXWg=n4SfIE$<2hiWQ}ihy!PLc_<Rq2esVx?_RBZk
ze>eZsHxbNrAA|k4^X7Qu)@D`rYWpc$h<u6cim$ynK-n=F%Wfjy#OwaF)p5OZtGl}!
zh|N9Pf^Q%mRFF*+ER6uoI7{RD!%468^nA|gtQ%Q<-_q|SXtc;81^FGq^PMbIcNCve
zNi}YyV07E;i*J0VzKsf}KzW=jlwVhwnC}AknHF0P)!<YD{+00`e$>v8w=Z5U8gP8|
z?NCJ7u+<WqpL{Hcfk=b?Fp8P_>KJIbm|^eT8X7*dSgYUl2YX|_8txpXR}Uj6wGG>q
zscoX|ER?yD*ca+?^qcozh?yt-8Z`4d5d{@CH2O;ROWYLW*U;WG=zQ;F!~4L~*j7)y
zOD|+mqO_(NNq{!oy1IFWcO+`^&F>*T9*nEi6_zD=l!;$5>h1;H0>}{=HK!Q8CSf2B
zp`wrJz=FEP^PGa>u~IF-i+-1r?<<`PgoEQu3k&>w(K<N&6&15&snertrsHT@IRyH6
zbe%@Qb<gSn_YB5Gl3=3#<L)%p4MhmuuhnbP?4##L&&4}^S3gbbbth2i%ivF+>o)r&
z5|JI#L&L6R2;C<CP}x>6GQzm4{12pz5&~nrSf94g4kBUhKDUwl5C1=9!I{{x?;>Sb
z;u?Zahw8EK-RdY!v^6~b7hPMQh_&r?3||jjSH^rlC9ok2Y!bfVo^xer6YH#Ob$Q%U
z{8_vIYK`fB8x4Ks`EptKL_GzPiUSYWnSmerr0P*beF`e$U)BGXiq{oE>>Ddp2Vcs@
z3`%&{AXg99XD>1Oh=V;-{M1Igg`^Z)Vnz<)y0@Wf@AzW0Gr!Grupqv*!>ocXlg0bI
zNDj8(NdC&z6C77gfwX2*pz>UPi(TGbWlSRa36uDwn6i#%Z_7k}N_G}BE`8XDw@3aR
z>R5KHHO@vdQ+VYdS;&*mgm3DR*ZSj;AEx@>mA1P2_mwO?QJ)QAb(<^^=HZdrizOZ;
zQihS)C?#@YO*dr66pf$h>nTn({6Y|%SPX{0vTL<Z?S`<1O4n@R1afr^dh$_C+dSZL
zOYu5YZYr7#;n?3dc@eXEESa7^W1?+g*1w5(mwb8tWS3idwt7v}7>qYo{bMNlXY^!a
z6{F3|a{%J4v~fcVFZL=;@zXjxX5^u7`gmte(X(iYp^sTX7uyKG0d0sfqNheLA%5PI
z&qkCoe2ZlbCKYy4;brzq>h*L`XNNC$NLO2>W{6L~n)UfsDoJ&}UF$BEy^wJXPfp+f
z^i0)&(tavW6u6np@9Z18He%nv7o3#g9RnzEDq4?k-V&uJvh#d+FHoT$Z}jgmRH!``
z0oZh`J6Phd*N&++UyiCaFo_mpQz+7*^i!d#R9<_(`(`P17K%`|{!#GtLH@)zAON6(
zx!AN1n1RdMINjV8keZqkc)p5-C27ni`FNv<hMBN>icHc}V`)m&MAxlU37hQcNAj&J
zw;~}EQ?EKw5M5Tf!m?&f?&aB?kq0yK+f8HK)`MIIK#cB!O+#Qh58oVXF-@8LT(TUc
zVrG*;NhWR#HN-Jp;^Es<rkJTJF8yH3Aj9otN-I4ZY%6WVk3D98ll_S=-BO`$YiYQM
zp_hqXp>r4m-@x^nXtY2ZI6&UnCPk{&6_MNVb^mHHY;B8iY+tL!$m%=CAa!&R2crpy
z<&mkxT}tB|_;b#gU|d0~usU<fQSTE+(Wu@HGlQWXw(=+@ExGVxPl18-%zi+nL2B<T
zw1~Z?tzsj&x)|TUcjL#2vqg}`JEpnKoae0c$-k#5e;n@vP6#ooJOpk?SI}e{ikc7j
z!!k>Kn%q8R4w_AcX~NO+SM$g*8b@4T)rA8M4i2doxbk3C4E{5x!k&HJc8`*Dm%qiH
zMzgotZ$`Be^F>dd`i=|X`<rt!mGazxrR=R4RA-#a@hNU4gtLk7z7?=li2>MZfk{o0
z^ntCOElVL0l6|^%U{HV@=)SH2^rQUiZMMzb`G=sfW7}zTXuf+jzK)J=k~?NP&4{Yq
zP=wQZb-F|TW|^F^9|#RBpC6&Tl$gh+7;SEcReY7hOjlxc?<YjBcVMtm3~_4t0YW!v
zcMs|u{rP5~%7+5VF`BT<?s|n$weog1_X|4%PP>YUEp`5Ex~JT%g?)M-uj4+<Q=ts(
zZwuHWXZ%e8(q0>oGZWBOHV<1$W8w5zwm1c4z8>~cP8R+PcvZKNnaO;0vpS}(o{31x
zo4oliusNRQhznlUKxV=kL?7b<<wV0Iu+)>Usr7IgiW!7BD-WK=Pbnju`sv9}wW-B6
zZrm(ugl38FB{p*sbwuCf0WTWp*2H!d7c^rETKl2xr^6iM6V<lQ)(M8XWJM&ewaC>#
z49M+`tlzwqwYWQAC(CFH2;a{JSr6BerhcNf2(%k7^(X@8;%XSzbbP_F;pfcVC)N2A
z+P<;Wm!-Tg#p&wd5;@zB$r4PRAvvbUeBNIeYmY}l?SnN7Bx2*vv!=ZlD~=XJUf2!M
z_cGsUu9pt8MZfLglncc65A0+#b_<o2)#WJU6U$9ui47&`{`@_cZHN+72-DTxe`r~(
zOt<N*=EAK7Ju1(SZPy+#Dz85|pkq*9u+0Jw4_A`(Bf)1-Zz+JI-;7kwwJfw^Wagp*
zHJ9{L+7$OYe1>Lf?1KKw2%n1-cQeI&Sq(d@*X(IshYOm%A|Mx6=bYhbdl?LHLZMha
zhTvp62Jv-bd%0jo6cSqKGd})<-Jbz|#`sY~pa5mD(t^C+Tse!#T@%a<+k`{D>_-C6
zrksHv@+8}KRPKc8EKk*OA{zuEuOr<IG>%~^clrYM7=X#zqHD6jy*3A3E6f$C=!O|y
zI4@^aNc<0U-){76`lP&<8}c7#lZf6?{mz^U+3kE+{^>~QkoM;GZ3$ocs>vj5pU<>V
z#+pPwY$gl$(3p?n&>AFxNFC&jx9)g9(l!tRf1^3);Fzga!!1NyQCf7{?;DB`#SX9t
z`OZ9NZP1%k3kZ0cbT%i+<KfIb8f>oPNh}I(#PQKPwY0EvA13RZ|3)uwNS%%b6)dkU
zvZ-@3>)4GMBc|+7`f}kUw1zv#5Ta);)WTrRfso#i_Z?tpa9n}fBvE;?SJic}mz~h0
zfz0hhEG@0ht!e#R;PO0_j$!>sG{l$@B4XS?%|<UuOr50)hphG0%7U~moE>nh>T0y=
zC^5h{`LtvwQ_5ag7SPh&bkH<%h9QMA=WblizM6l>=Iz8D-%yz$>s;R-L$qP`*mK`x
z!|^D-mf!hXu*fu-?-h(g*EjC!XAz_G$JJ{LqWntu<QvK2`Ye&-X(PV){_^;}eXis2
zP5QarV#UVQ@M7;S`2f;I@KJ+QF>;H-U{O_=rL2UUamr_Lk`R-D1jIRS?Wc{niq&E}
znX1`a6W6qx85KnOEfab*53;H+D;h^yJMGd0p=)Iw5x~uzQ21c>(}f=<gcIg4+f^62
zF59H{sn2a*afQh709o3)U-3VY+0?B^O!gHo4_}9C5BOa1x!=8lCZ|SS1Ep=gEjjx#
z`Sg8zk)~^%PVbJ=o1OQ&I@iZNHhR^_T0lr#_(=kQIT-kq-x;i&uR&|afNNIhJY}wh
zVAP1!OvW^|eL?r(F;qX>ECVODdkRff=xZlqY4ylyKCB3922Oy*J;>+9ee0JaAXC!+
zG16mvZqYtDuP0`${F&y^vaeg75>W+m5ka|0FD$`c$)$D99tT*0zhQ8_l4WX|)0GTx
z=wh1@91O(I4Ae~Li_ZV;JY<+%Byug7-RLiBXFQCG$sSpd2s6mXK1+yQhly1qTLVed
zrqs9G?<+({bErO|MK1HFu2}K<$jsLR5hUg2x#)~Af8X|cRM`y137F%4gxe~r!_oQ{
z=|Awor0FoI;QMszcH>?5;tln1v)dR>4GdFCzE}}uew+V|dxm<>BS!cYN%~X?X)?h_
z=LsF5b_acd`!jxeZZX(K-_IFV?o<@(`Zb)gNUAuW4<sDM>`rGn0PQ78KvqedKKAU&
z{PjSD=$WeFJ0G6XD`9<RI__fCfW2SoD%|U%Bi)jV!QJYc(_ttL*3)z}^qoOwKk+VD
zZP`hc*_PthJk(jo4c$9iXQ(gh@IulrY(EQ<liiW6K<QB1{Z0_YgmdMNjJ|l#WHH5_
z1~13P#mqZ-Z+$v_N;Mfk0deJhUfj11U?RuPLBAgwHWFGA%9dTy{m`G%4p9DoD!u=r
z|AJt<#2|d>U$9#y4rVTv|8R}}rtto!g@uXjKeS{3JSzyU`tNsGSpLh{2Ec=`vj1%X
z@vZ-*DgT3(1qq=4xe<tQ4MM~I^&+<YkL_>F>;Gx{i&Oi5*w|VASGRvRa<H)f7s&jd
z{y3Qb1HJ~`9;9mjcVwLG9320v+rO0U|BejQ#Pz>^=-<6_vU75QWZwV3QE;+z{TC_y
zKX(M#{)@)`*Y>}W*Z;L~fdumZ_V+&s=)cjye-WOkb9T17|IF`{sg_xp=0UkQ(h&dO
zroVW^O8>z`gD(Edi3VN#O_JvP`j_5Z;fIL}@!y2!e`&P;gM9|TGc&QUv#<dEAwL7)
F|37JepgaHo

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-reg.xml
new file mode 100644
index 00000000..e92b85db
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-reg.xml
@@ -0,0 +1,230 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-008-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='45'/>
+         <instruction instr-id='45' subinstr-id='2'/>
+         <instruction instr-id='45' subinstr-id='4'/>
+         <instruction instr-id='45' subinstr-id='6'/>
+         <instruction instr-id='45' subinstr-id='8'/>
+         <instruction instr-id='48'/>
+         <instruction instr-id='69'/>
+         <instruction instr-id='69' subinstr-id='2'/>
+         <instruction instr-id='69' subinstr-id='4'/>
+         <instruction instr-id='69' subinstr-id='6'/>
+         <instruction instr-id='69' subinstr-id='8'/>
+         <instruction instr-id='69' subinstr-id='10'/>
+         <instruction instr-id='69' subinstr-id='12'/>
+         <instruction instr-id='69' subinstr-id='14'/>
+         <instruction instr-id='69' subinstr-id='16'/>
+         <instruction instr-id='69' subinstr-id='18'/>
+         <instruction instr-id='69' subinstr-id='20'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='86' subinstr-id='4'/>
+         <instruction instr-id='86' subinstr-id='6'/>
+         <instruction instr-id='86' subinstr-id='8'/>
+         <instruction instr-id='86' subinstr-id='10'/>
+         <instruction instr-id='86' subinstr-id='12'/>
+         <instruction instr-id='86' subinstr-id='14'/>
+         <instruction instr-id='86' subinstr-id='16'/>
+         <instruction instr-id='103'/>
+         <instruction instr-id='103' subinstr-id='2'/>
+         <instruction instr-id='103' subinstr-id='4'/>
+         <instruction instr-id='103' subinstr-id='6'/>
+         <instruction instr-id='103' subinstr-id='8'/>
+         <instruction instr-id='103' subinstr-id='10'/>
+         <instruction instr-id='103' subinstr-id='12'/>
+         <instruction instr-id='103' subinstr-id='14'/>
+         <instruction instr-id='103' subinstr-id='16'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='158' subinstr-id='2'/>
+         <instruction instr-id='158' subinstr-id='4'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='338' subinstr-id='2'/>
+         <instruction instr-id='338' subinstr-id='4'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='389'/>
+         <bounding-box x1='77' y1='626' x2='481' y2='678'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='52'/>
+         <instruction instr-id='52' subinstr-id='2'/>
+         <instruction instr-id='52' subinstr-id='4'/>
+         <instruction instr-id='52' subinstr-id='6'/>
+         <instruction instr-id='52' subinstr-id='8'/>
+         <instruction instr-id='52' subinstr-id='10'/>
+         <instruction instr-id='52' subinstr-id='12'/>
+         <instruction instr-id='52' subinstr-id='14'/>
+         <instruction instr-id='75'/>
+         <instruction instr-id='75' subinstr-id='2'/>
+         <instruction instr-id='75' subinstr-id='4'/>
+         <instruction instr-id='75' subinstr-id='6'/>
+         <instruction instr-id='75' subinstr-id='8'/>
+         <instruction instr-id='75' subinstr-id='10'/>
+         <instruction instr-id='75' subinstr-id='12'/>
+         <instruction instr-id='84'/>
+         <instruction instr-id='84' subinstr-id='2'/>
+         <instruction instr-id='84' subinstr-id='4'/>
+         <instruction instr-id='84' subinstr-id='6'/>
+         <instruction instr-id='84' subinstr-id='8'/>
+         <instruction instr-id='84' subinstr-id='10'/>
+         <instruction instr-id='84' subinstr-id='12'/>
+         <instruction instr-id='101'/>
+         <instruction instr-id='101' subinstr-id='2'/>
+         <instruction instr-id='101' subinstr-id='4'/>
+         <instruction instr-id='101' subinstr-id='6'/>
+         <instruction instr-id='101' subinstr-id='8'/>
+         <instruction instr-id='101' subinstr-id='10'/>
+         <instruction instr-id='101' subinstr-id='12'/>
+         <instruction instr-id='101' subinstr-id='14'/>
+         <instruction instr-id='101' subinstr-id='16'/>
+         <instruction instr-id='101' subinstr-id='18'/>
+         <instruction instr-id='101' subinstr-id='20'/>
+         <instruction instr-id='121'/>
+         <instruction instr-id='121' subinstr-id='2'/>
+         <instruction instr-id='121' subinstr-id='4'/>
+         <instruction instr-id='121' subinstr-id='6'/>
+         <instruction instr-id='121' subinstr-id='8'/>
+         <instruction instr-id='121' subinstr-id='10'/>
+         <instruction instr-id='130'/>
+         <instruction instr-id='130' subinstr-id='2'/>
+         <instruction instr-id='130' subinstr-id='4'/>
+         <instruction instr-id='130' subinstr-id='6'/>
+         <instruction instr-id='130' subinstr-id='8'/>
+         <instruction instr-id='130' subinstr-id='10'/>
+         <instruction instr-id='130' subinstr-id='12'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='147' subinstr-id='2'/>
+         <instruction instr-id='147' subinstr-id='4'/>
+         <instruction instr-id='147' subinstr-id='6'/>
+         <instruction instr-id='147' subinstr-id='8'/>
+         <instruction instr-id='147' subinstr-id='10'/>
+         <instruction instr-id='147' subinstr-id='12'/>
+         <instruction instr-id='147' subinstr-id='14'/>
+         <instruction instr-id='147' subinstr-id='16'/>
+         <instruction instr-id='147' subinstr-id='18'/>
+         <instruction instr-id='147' subinstr-id='20'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='208' subinstr-id='4'/>
+         <instruction instr-id='208' subinstr-id='6'/>
+         <instruction instr-id='208' subinstr-id='8'/>
+         <instruction instr-id='208' subinstr-id='10'/>
+         <instruction instr-id='208' subinstr-id='12'/>
+         <instruction instr-id='208' subinstr-id='14'/>
+         <instruction instr-id='208' subinstr-id='16'/>
+         <instruction instr-id='208' subinstr-id='18'/>
+         <instruction instr-id='208' subinstr-id='20'/>
+         <instruction instr-id='208' subinstr-id='22'/>
+         <instruction instr-id='208' subinstr-id='24'/>
+         <instruction instr-id='208' subinstr-id='26'/>
+         <instruction instr-id='208' subinstr-id='28'/>
+         <instruction instr-id='208' subinstr-id='30'/>
+         <instruction instr-id='208' subinstr-id='32'/>
+         <instruction instr-id='208' subinstr-id='36'/>
+         <instruction instr-id='208' subinstr-id='38'/>
+         <instruction instr-id='208' subinstr-id='40'/>
+         <instruction instr-id='208' subinstr-id='42'/>
+         <instruction instr-id='208' subinstr-id='44'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='213'/>
+         <instruction instr-id='213' subinstr-id='2'/>
+         <instruction instr-id='213' subinstr-id='4'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='10'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='227' subinstr-id='12'/>
+         <instruction instr-id='227' subinstr-id='14'/>
+         <instruction instr-id='227' subinstr-id='16'/>
+         <instruction instr-id='227' subinstr-id='18'/>
+         <instruction instr-id='227' subinstr-id='20'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='243' subinstr-id='6'/>
+         <instruction instr-id='243' subinstr-id='8'/>
+         <instruction instr-id='243' subinstr-id='10'/>
+         <instruction instr-id='243' subinstr-id='12'/>
+         <instruction instr-id='243' subinstr-id='14'/>
+         <instruction instr-id='243' subinstr-id='16'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='331'/>
+         <instruction instr-id='359'/>
+         <instruction instr-id='375'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='423'/>
+         <instruction instr-id='423' subinstr-id='2'/>
+         <instruction instr-id='423' subinstr-id='4'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='443'/>
+         <instruction instr-id='443' subinstr-id='2'/>
+         <instruction instr-id='443' subinstr-id='4'/>
+         <instruction instr-id='443' subinstr-id='6'/>
+         <instruction instr-id='443' subinstr-id='8'/>
+         <instruction instr-id='443' subinstr-id='10'/>
+         <instruction instr-id='443' subinstr-id='12'/>
+         <instruction instr-id='443' subinstr-id='14'/>
+         <instruction instr-id='443' subinstr-id='16'/>
+         <instruction instr-id='443' subinstr-id='18'/>
+         <instruction instr-id='443' subinstr-id='20'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='459' subinstr-id='4'/>
+         <instruction instr-id='459' subinstr-id='6'/>
+         <instruction instr-id='459' subinstr-id='8'/>
+         <instruction instr-id='459' subinstr-id='10'/>
+         <instruction instr-id='459' subinstr-id='12'/>
+         <instruction instr-id='459' subinstr-id='14'/>
+         <instruction instr-id='459' subinstr-id='16'/>
+         <instruction instr-id='485'/>
+         <instruction instr-id='501'/>
+         <instruction instr-id='527'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='585'/>
+         <bounding-box x1='77' y1='553' x2='504' y2='678'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-str.xml
new file mode 100644
index 00000000..60f6e540
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008-str.xml
@@ -0,0 +1,388 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-008-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='98' y1='667' x2='153' y2='678'/>
+            <content>Age Cohort</content>
+            <instruction instr-id='45' subinstr-id='0'/>
+            <instruction instr-id='45' subinstr-id='2'/>
+            <instruction instr-id='45' subinstr-id='4'/>
+            <instruction instr-id='45' subinstr-id='6'/>
+            <instruction instr-id='45' subinstr-id='8'/>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='191' y1='667' x2='276' y2='678'/>
+            <content>Head Start Group</content>
+            <instruction instr-id='69' subinstr-id='0'/>
+            <instruction instr-id='69' subinstr-id='2'/>
+            <instruction instr-id='69' subinstr-id='4'/>
+            <instruction instr-id='69' subinstr-id='6'/>
+            <instruction instr-id='69' subinstr-id='8'/>
+            <instruction instr-id='69' subinstr-id='10'/>
+            <instruction instr-id='69' subinstr-id='12'/>
+            <instruction instr-id='69' subinstr-id='14'/>
+            <instruction instr-id='69' subinstr-id='16'/>
+            <instruction instr-id='69' subinstr-id='18'/>
+            <instruction instr-id='69' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='306' y1='667' x2='377' y2='678'/>
+            <content>Control Group</content>
+            <instruction instr-id='86' subinstr-id='0'/>
+            <instruction instr-id='86' subinstr-id='2'/>
+            <instruction instr-id='86' subinstr-id='4'/>
+            <instruction instr-id='86' subinstr-id='6'/>
+            <instruction instr-id='86' subinstr-id='8'/>
+            <instruction instr-id='86' subinstr-id='10'/>
+            <instruction instr-id='86' subinstr-id='12'/>
+            <instruction instr-id='86' subinstr-id='14'/>
+            <instruction instr-id='86' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='418' y1='667' x2='481' y2='678'/>
+            <content>Total Sample</content>
+            <instruction instr-id='103' subinstr-id='0'/>
+            <instruction instr-id='103' subinstr-id='2'/>
+            <instruction instr-id='103' subinstr-id='4'/>
+            <instruction instr-id='103' subinstr-id='6'/>
+            <instruction instr-id='103' subinstr-id='8'/>
+            <instruction instr-id='103' subinstr-id='10'/>
+            <instruction instr-id='103' subinstr-id='12'/>
+            <instruction instr-id='103' subinstr-id='14'/>
+            <instruction instr-id='103' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='77' y1='654' x2='127' y2='666'/>
+            <content>3-year-olds</content>
+            <instruction instr-id='152' subinstr-id='-1'/>
+            <instruction instr-id='155' subinstr-id='0'/>
+            <instruction instr-id='155' subinstr-id='2'/>
+            <instruction instr-id='158' subinstr-id='0'/>
+            <instruction instr-id='158' subinstr-id='2'/>
+            <instruction instr-id='158' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='221' y1='654' x2='246' y2='666'/>
+            <content>1,530</content>
+            <instruction instr-id='175' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='329' y1='654' x2='354' y2='666'/>
+            <content>1,029</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='437' y1='654' x2='462' y2='666'/>
+            <content>2,559</content>
+            <instruction instr-id='209' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='77' y1='640' x2='127' y2='651'/>
+            <content>4-year-olds</content>
+            <instruction instr-id='254' subinstr-id='-1'/>
+            <instruction instr-id='257' subinstr-id='0'/>
+            <instruction instr-id='257' subinstr-id='2'/>
+            <instruction instr-id='260' subinstr-id='0'/>
+            <instruction instr-id='260' subinstr-id='2'/>
+            <instruction instr-id='260' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='221' y1='640' x2='246' y2='651'/>
+            <content>1,253</content>
+            <instruction instr-id='277' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='337' y1='640' x2='353' y2='651'/>
+            <content>855</content>
+            <instruction instr-id='294' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='437' y1='640' x2='462' y2='651'/>
+            <content>2,108</content>
+            <instruction instr-id='311' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='77' y1='626' x2='102' y2='637'/>
+            <content>Total</content>
+            <instruction instr-id='338' subinstr-id='0'/>
+            <instruction instr-id='338' subinstr-id='2'/>
+            <instruction instr-id='338' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='221' y1='626' x2='246' y2='637'/>
+            <content>2,783</content>
+            <instruction instr-id='355' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='329' y1='626' x2='354' y2='637'/>
+            <content>1,884</content>
+            <instruction instr-id='372' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='437' y1='626' x2='462' y2='637'/>
+            <content>4,667</content>
+            <instruction instr-id='389' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='127' y1='642' x2='196' y2='653'/>
+            <content>Sample Group</content>
+            <instruction instr-id='52' subinstr-id='0'/>
+            <instruction instr-id='52' subinstr-id='2'/>
+            <instruction instr-id='52' subinstr-id='4'/>
+            <instruction instr-id='52' subinstr-id='6'/>
+            <instruction instr-id='52' subinstr-id='8'/>
+            <instruction instr-id='52' subinstr-id='10'/>
+            <instruction instr-id='52' subinstr-id='12'/>
+            <instruction instr-id='52' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='268' y1='642' x2='330' y2='678'/>
+            <content>Some Year 1
+Head Start
+Participation</content>
+            <instruction instr-id='75' subinstr-id='0'/>
+            <instruction instr-id='75' subinstr-id='2'/>
+            <instruction instr-id='75' subinstr-id='4'/>
+            <instruction instr-id='75' subinstr-id='6'/>
+            <instruction instr-id='75' subinstr-id='8'/>
+            <instruction instr-id='75' subinstr-id='10'/>
+            <instruction instr-id='75' subinstr-id='12'/>
+            <instruction instr-id='84' subinstr-id='0'/>
+            <instruction instr-id='84' subinstr-id='2'/>
+            <instruction instr-id='84' subinstr-id='4'/>
+            <instruction instr-id='84' subinstr-id='6'/>
+            <instruction instr-id='84' subinstr-id='8'/>
+            <instruction instr-id='84' subinstr-id='10'/>
+            <instruction instr-id='84' subinstr-id='12'/>
+            <instruction instr-id='101' subinstr-id='0'/>
+            <instruction instr-id='101' subinstr-id='2'/>
+            <instruction instr-id='101' subinstr-id='4'/>
+            <instruction instr-id='101' subinstr-id='6'/>
+            <instruction instr-id='101' subinstr-id='8'/>
+            <instruction instr-id='101' subinstr-id='10'/>
+            <instruction instr-id='101' subinstr-id='12'/>
+            <instruction instr-id='101' subinstr-id='14'/>
+            <instruction instr-id='101' subinstr-id='16'/>
+            <instruction instr-id='101' subinstr-id='18'/>
+            <instruction instr-id='101' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='364' y1='642' x2='426' y2='678'/>
+            <content>No Year 1
+Head Start
+Participation</content>
+            <instruction instr-id='121' subinstr-id='0'/>
+            <instruction instr-id='121' subinstr-id='2'/>
+            <instruction instr-id='121' subinstr-id='4'/>
+            <instruction instr-id='121' subinstr-id='6'/>
+            <instruction instr-id='121' subinstr-id='8'/>
+            <instruction instr-id='121' subinstr-id='10'/>
+            <instruction instr-id='130' subinstr-id='0'/>
+            <instruction instr-id='130' subinstr-id='2'/>
+            <instruction instr-id='130' subinstr-id='4'/>
+            <instruction instr-id='130' subinstr-id='6'/>
+            <instruction instr-id='130' subinstr-id='8'/>
+            <instruction instr-id='130' subinstr-id='10'/>
+            <instruction instr-id='130' subinstr-id='12'/>
+            <instruction instr-id='147' subinstr-id='0'/>
+            <instruction instr-id='147' subinstr-id='2'/>
+            <instruction instr-id='147' subinstr-id='4'/>
+            <instruction instr-id='147' subinstr-id='6'/>
+            <instruction instr-id='147' subinstr-id='8'/>
+            <instruction instr-id='147' subinstr-id='10'/>
+            <instruction instr-id='147' subinstr-id='12'/>
+            <instruction instr-id='147' subinstr-id='14'/>
+            <instruction instr-id='147' subinstr-id='16'/>
+            <instruction instr-id='147' subinstr-id='18'/>
+            <instruction instr-id='147' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='479' y1='642' x2='504' y2='653'/>
+            <content>Total</content>
+            <instruction instr-id='167' subinstr-id='0'/>
+            <instruction instr-id='167' subinstr-id='2'/>
+            <instruction instr-id='167' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='77' y1='629' x2='240' y2='640'/>
+            <content>All Randomly Assigned (N=4,667):</content>
+            <instruction instr-id='208' subinstr-id='0'/>
+            <instruction instr-id='208' subinstr-id='2'/>
+            <instruction instr-id='208' subinstr-id='4'/>
+            <instruction instr-id='208' subinstr-id='6'/>
+            <instruction instr-id='208' subinstr-id='8'/>
+            <instruction instr-id='208' subinstr-id='10'/>
+            <instruction instr-id='208' subinstr-id='12'/>
+            <instruction instr-id='208' subinstr-id='14'/>
+            <instruction instr-id='208' subinstr-id='16'/>
+            <instruction instr-id='208' subinstr-id='18'/>
+            <instruction instr-id='208' subinstr-id='20'/>
+            <instruction instr-id='208' subinstr-id='22'/>
+            <instruction instr-id='208' subinstr-id='24'/>
+            <instruction instr-id='208' subinstr-id='26'/>
+            <instruction instr-id='208' subinstr-id='28'/>
+            <instruction instr-id='208' subinstr-id='30'/>
+            <instruction instr-id='208' subinstr-id='32'/>
+            <instruction instr-id='208' subinstr-id='36'/>
+            <instruction instr-id='208' subinstr-id='38'/>
+            <instruction instr-id='208' subinstr-id='40'/>
+            <instruction instr-id='208' subinstr-id='42'/>
+            <instruction instr-id='208' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='113' y1='616' x2='203' y2='627'/>
+            <content>3-Year-Old Cohort</content>
+            <instruction instr-id='210' subinstr-id='-1'/>
+            <instruction instr-id='213' subinstr-id='0'/>
+            <instruction instr-id='213' subinstr-id='2'/>
+            <instruction instr-id='213' subinstr-id='4'/>
+            <instruction instr-id='216' subinstr-id='-1'/>
+            <instruction instr-id='220' subinstr-id='0'/>
+            <instruction instr-id='220' subinstr-id='2'/>
+            <instruction instr-id='220' subinstr-id='4'/>
+            <instruction instr-id='220' subinstr-id='6'/>
+            <instruction instr-id='220' subinstr-id='8'/>
+            <instruction instr-id='220' subinstr-id='10'/>
+            <instruction instr-id='220' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='168' y1='604' x2='246' y2='615'/>
+            <content>Head Start Group</content>
+            <instruction instr-id='227' subinstr-id='0'/>
+            <instruction instr-id='227' subinstr-id='2'/>
+            <instruction instr-id='227' subinstr-id='4'/>
+            <instruction instr-id='227' subinstr-id='6'/>
+            <instruction instr-id='227' subinstr-id='8'/>
+            <instruction instr-id='227' subinstr-id='10'/>
+            <instruction instr-id='227' subinstr-id='12'/>
+            <instruction instr-id='227' subinstr-id='14'/>
+            <instruction instr-id='227' subinstr-id='16'/>
+            <instruction instr-id='227' subinstr-id='18'/>
+            <instruction instr-id='227' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='285' y1='604' x2='313' y2='615'/>
+            <content>85.1%</content>
+            <instruction instr-id='271' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='381' y1='604' x2='410' y2='615'/>
+            <content>14.9%</content>
+            <instruction instr-id='315' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='479' y1='604' x2='504' y2='615'/>
+            <content>100%</content>
+            <instruction instr-id='359' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='181' y1='591' x2='246' y2='602'/>
+            <content>Control Group</content>
+            <instruction instr-id='243' subinstr-id='0'/>
+            <instruction instr-id='243' subinstr-id='2'/>
+            <instruction instr-id='243' subinstr-id='4'/>
+            <instruction instr-id='243' subinstr-id='6'/>
+            <instruction instr-id='243' subinstr-id='8'/>
+            <instruction instr-id='243' subinstr-id='10'/>
+            <instruction instr-id='243' subinstr-id='12'/>
+            <instruction instr-id='243' subinstr-id='14'/>
+            <instruction instr-id='243' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='285' y1='591' x2='313' y2='602'/>
+            <content>17.3%</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='381' y1='591' x2='409' y2='602'/>
+            <content>82.7%</content>
+            <instruction instr-id='331' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='479' y1='591' x2='504' y2='602'/>
+            <content>100%</content>
+            <instruction instr-id='375' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='113' y1='578' x2='203' y2='589'/>
+            <content>4-Year-Old Cohort</content>
+            <instruction instr-id='420' subinstr-id='-1'/>
+            <instruction instr-id='423' subinstr-id='0'/>
+            <instruction instr-id='423' subinstr-id='2'/>
+            <instruction instr-id='423' subinstr-id='4'/>
+            <instruction instr-id='426' subinstr-id='-1'/>
+            <instruction instr-id='430' subinstr-id='0'/>
+            <instruction instr-id='430' subinstr-id='2'/>
+            <instruction instr-id='430' subinstr-id='4'/>
+            <instruction instr-id='430' subinstr-id='6'/>
+            <instruction instr-id='430' subinstr-id='8'/>
+            <instruction instr-id='430' subinstr-id='10'/>
+            <instruction instr-id='430' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='168' y1='566' x2='246' y2='577'/>
+            <content>Head Start Group</content>
+            <instruction instr-id='443' subinstr-id='0'/>
+            <instruction instr-id='443' subinstr-id='2'/>
+            <instruction instr-id='443' subinstr-id='4'/>
+            <instruction instr-id='443' subinstr-id='6'/>
+            <instruction instr-id='443' subinstr-id='8'/>
+            <instruction instr-id='443' subinstr-id='10'/>
+            <instruction instr-id='443' subinstr-id='12'/>
+            <instruction instr-id='443' subinstr-id='14'/>
+            <instruction instr-id='443' subinstr-id='16'/>
+            <instruction instr-id='443' subinstr-id='18'/>
+            <instruction instr-id='443' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='285' y1='566' x2='313' y2='577'/>
+            <content>79.8%</content>
+            <instruction instr-id='485' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='381' y1='566' x2='409' y2='577'/>
+            <content>20.2%</content>
+            <instruction instr-id='527' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='479' y1='566' x2='504' y2='577'/>
+            <content>100%</content>
+            <instruction instr-id='569' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='181' y1='553' x2='246' y2='564'/>
+            <content>Control Group</content>
+            <instruction instr-id='459' subinstr-id='0'/>
+            <instruction instr-id='459' subinstr-id='2'/>
+            <instruction instr-id='459' subinstr-id='4'/>
+            <instruction instr-id='459' subinstr-id='6'/>
+            <instruction instr-id='459' subinstr-id='8'/>
+            <instruction instr-id='459' subinstr-id='10'/>
+            <instruction instr-id='459' subinstr-id='12'/>
+            <instruction instr-id='459' subinstr-id='14'/>
+            <instruction instr-id='459' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='285' y1='553' x2='313' y2='564'/>
+            <content>13.9%</content>
+            <instruction instr-id='501' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2'>
+            <bounding-box x1='381' y1='553' x2='409' y2='564'/>
+            <content>86.1%</content>
+            <instruction instr-id='543' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='479' y1='553' x2='504' y2='564'/>
+            <content>100%</content>
+            <instruction instr-id='585' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..e2aaad38f578e82ad86bf04a03f65765303818f5
GIT binary patch
literal 28508
zcma&NL#!}Lv~Ig>+qP}nwr$)0vTfV8ZQHhOueZ<1&FkFG?ah3hN-C*T%`s+?Du{^D
zGSaa?k&a!*6+$tx5ik(g8(Bf|@X*Vc+L^mp5HPa;7b($;S=zXmIuX!|*%-Q*ikKSP
zo0#(PK{>lPnHt(cd1R01NIM@%IQ3qs?@Mrqz+46h4YX-`kM_WgiM4AZ@=d?@lTk+C
zMJ`9Gyfy!g-om??tr9l@#9v<QLdc6p3*_TzYG&y7LcLqBuvJ<;=zn+lb$%T5Jgy8u
z{#w2Jc3M^~eL6g?VT;~WzMKE3{9M3ol}lY*-u{w3tE-xCRkrB@v*+2NsrtV0vrEIi
zrS>qz)ZDVML$l7?o>v>6m8|wU`R-AK(fVnAtI)eLzw333+{L{tvJ4q`HLV}qs9~C-
z<D1{*T3?^)w3WLQWqI|JxdCwfe%<cbZ<e<7c53fEV_Aemq(01=r$5rS1PMOxqu0r|
zII(;k9<}OG;S61kNbek}uF+Q-+oHco2y6}3{VT|IduXpx-s08!z!O{VUiNF4(S=|6
z>Kqc+ZPOT_2!o9dd1`e7Tzd7`h`80ymwhqL-Vd(AcDWl~p=0;$KWJsxD&-Oe_t=Jo
zE^hWp+hQQ(_$d8E(E7aRu2ygz7dP=2o&}{cOu&5wnLUgTo1fz%<~j%x@I3o2{A}~l
zWb^dpTM2M(lh9em+(tz}SdaSa$Ir9B{k=f%7}NKMv`oTpb?t;TDd`d?Bp*xLKGdNP
zsHl0etR%JhWs+%$0Qy|onfVtO{HDcj1|aB?Q<H0_!v8GG9-Qa>yWzd!zkb)@+xz74
zq`yL{E2w$J6$1^MSSRpWd<xU+Xy~<%Rv~{GaQJZ~+|%41)f=R%Q@D<MWeP66v`K>(
z)Y~ox992|qy^~n4y(Z$Q-<|E)F>JHv(#cB2Ll6tCN5GzJ&q`rq5(@T!I6cn)w5a@4
zcR0cWyqu2!;PKN(vl}9cZSAn&)vyUt07RyOZxv!>f^y4f)7F;XRfRtPp;j?F-bD}v
z7a~9%FN$&co*Cv@i|QmNdNDq=wi|VlRgg3_$Nyxd{B)<$YpDy|NSPKVwbr^C=z`BQ
zVx()x=q-d&wX0Jqtd=~*5`;W;two%c@$Xc%<aDn=rb=Mew_%!lQ4PM|o#!a@=(l3T
z3ZHEc$gbaP=yZ((Lx6?A)b2$_DIZ4&p7kvVSQC)&ocnC@<ki2fb|v9^lCAfpp67e(
zwbyH7cl)1ime7OYg6~?nB6c9OyKB0T>8Us&Zx^2wq32Uke7hcg$@=<-q6AiL+#{+i
z(?7*wCFl}w1aeiUTce=i<S5uhFM2i!7d;z-Xu-8sSwpx%SVM$<nL(=%UJ3SH1vpk!
zI1LONA#kVb@qbLxKsI1c1&UBK-u^fG{k#Mh_F*Gv@o}`2;eGb1RxKi9g?9_Tx0nj-
zWt&4hm3L$L@gU5!yhXlRT-rhHi#9a9o+nyWqZ2KEjS6i!mj9j9-PTtmK5{H(5^^le
zMq*jag}w~2qJlE~h4sq-i|eka{Y;B#k4y`b?idzRj$bn@S}C^)ao;UhbPE&PV#vB8
zT?=Q_n_3v<$Z^%?E+(mt2=#^ANea@ey22gSQIgY;n`r?f-=Il#hEu7e=1XeX#l%_`
z$!9%FB7qqW3qnEK?R9xYyWpTbI4d-TY2@;aKXnCZ={bzlR6fBDB(Og4<;P7#1{d>P
zpcWD1(Rz_1kP|74Z!!hoj)sxn_gZS<fMU9cY8dT^YRLMO@i$%$GL15O)vLY!1_4F1
ze@lRx#L=CLBo&7#WRj?LERvNTB@qguwmub+2cv$KS;RL#XlLBzg>Dw3#aA~?XSOPF
zx$MmjdipAbA}*^LBF`dKQY~L-nMp{Hl`pn;d;i78|HViD8<(!rdVvLsxnA}7PBBZc
zn1M>M$f;B>57<L>7m7h*-OvUb+FPjPhxeGUGx=?<vriwLpj89EcIrC@K=}C>f~BrO
zBa_7RF#z)SG5|tvg+L<d>7@JP>!<sZo(zIO+S1AN$I;8&n+4U${Ro-B0lNm-+9cD@
zZsah;ZMN2i#OoYe!(%@f=OnpNXY@+PabC4mv=59Ok^4DluS_LBrpW4jxZx;JH<jyX
z^E#iUWpkSey<Z5r@$5S1YHt5KwiJnEqU*8m$-jv3=DqvSa{1CJ%i5NPQI)-Qvn8hw
zXpk~CZu1!TycbRfVDL+VXq%*seH=5kBX0kwm5Xb8K}wRz_ex;Ex)zq`9c;m%<Tqc9
zEMvr#e(YPeT_V<qw;p>Ajnx3-=;fQcyDdl#RVQRjDS_4NG_p^-U2Od|Og++d%+T1K
zsplE5Nx#vMh+X$6yr+OPzKj!6t7Ob7AGmTx#>}e1Ed?FAE%K(N!gEh%DWw9Es1<!w
z&Iv%8vYRiiJ~&nGd=Ix}<P6gsgF|+$zeW=sq=kF8>8a7PO2-R*1yeB;&K2D<wk#Q4
z=0>p1U!f$s&L*Ob6h*-?#7>K+5P!(u=7<<$X7eO$9b)?$aqA&AD(6bDXrrnDm*x_`
z78+J{@to^fT3)A-!wY??Wwu;-k1y4&nd4C>eZlo0z$6z#bul5U9b`}e-wd^zZ0^5{
zn<fko>Qo4=e67f{p>C@<-n&H5fYYGC^DWgvTM3Bekrut$48?t_WzQ$xn$N3L>gdwA
zse?Y<`y6*ZIRVu>z*8JuH7BH?EbJ*)Yqs#I>{P0Uqv5p105lzh!Kh6~0ae3=TZp7U
zq$$44DYrH#PhT#wE;7+nShkDi&brYU&|RB)ES$g8zv8iA9+0dQ_pL2Uy;{l+F}Ufe
ziPRzk-e{V4z&lK`=t*E8W{{kwHJ=t`9A$x|<?c;Qz2pFVM52La`JqrqrQdLh<P>RB
zrqkElmfNWkL$Q7!yFKSuCkT{$SFJ&>$4ym1t6sf@fdP2=*PjXQFcx%rHFC@6zAoAy
zIC`bCs&i5WY^PHNrg8i$T~kp?UGmR;JVo~Q7b$tc%jCmFW<5cWXZ@J6^2r!4CQp6)
z$=I%Q>uxr{Nk=(<`b%ZotXm(fRB|4r{2yL{kt%^Dh#l}Vfrd7uUZMF5ok4^%<foeA
zz|MZXR+EgY*@7i0qZr(1wQu~lj0zzP1+}+L(oOzPszqA?X-!0NO?w_;830#AzP}*W
zmDQ~De#yfi)Ed(4U?wPrIk%)*=o({#O(2DlgQfaVztMxTcgs)C0uwyl2C4(n;qdH9
zwpNRu3C&EiSyLlsmP$ak2xGkua+zopsf-t?1$S&H;>eFFk%W+4mMGJJ#s$QQ*RLQ;
zhL<o%0(=OvOB6tYpEclWN_KVqUhK3@=$$8eox_jxnmyPw*=um<dUvEK8s33K0&BQo
zmQ9YrLAPzyi@i-by(E;kRynQGagYOl13A-5@!UX(Xn(>Y-7^t~A0h{j2YM83tH@%C
zYe@Mvm@~ZzwG7b?<WMf;_2#fNHfMN*a7j?Q4w5<aKLw%LV0976$I1C8ZB<7Mje2RC
zvED-_prCWsJ7+($W}O(^k?~2_119<XlKVUmrE2v$8o*(<{TXh)W)$(lKX5bohK*Sw
z=E`LptffYXj`4{qCO=6*B)w}jiP4A{6GJzR*xyX?J;r9lT+f|zHe8d9&>++KiFSuf
z(XZAQP33#L<>cuBuBNwPAPPF_g~Q)pi9mQ0Y#!F2OJ)o7V}=+Hm<MDK2GV(0TjL*X
zfw2VIE_oP_K2=eFYGyJ~v0@0@67F$`Av=qZio`;3)`=(sZpP^)oK)0+s(fXD*P?#m
z19dwOs{<S<`zHrVDl;kb>A@BPPaJIeDdqtF?zK`O=R1ZJQ&(dK$+)t4EYO4odGm$a
zaad<zc!1<u0VrPwVtx@wym@P>xHW)oasjMmQCmd2`%3$O$~Wpq!Y~u>h7tc>-^(wQ
zSR^2xZx61Uz)2w;;8;;BM+nFArc`Y3CRpcrL_VF|*GfRZ9GoYli>{JYv}N$10>I5y
zDu0Tz+hRgLqYV$e84(5{H<8IZ4~pwkGdd`wLN}juScTjYm723}koZxd-ZPb}Y01nE
z1RHYU1e>Oi?3qP}31NgJNyFTt`+CXgkz<TVhL0Z)5EWPmRLZ~NPy3nonx&H>i_SAi
z^2>_*eydzme+wK-nMC)e0I~WF#+t>plDKqd&<!BcJ7i->#z`41DEp*{ooJ&J*38G_
z5qnb`CNk;G?}ju*1W~nYBnq?d;OVM+vevu}AoU{u))rZQ<b~Yz_iXit?mN#g$7|2F
z)1(?4^xL;$QGuCwBSH2UP{SZERv2V-rF$e(K;}+g^1)PL!@!Zn$DS7}Hp%7;7ZQYX
z=+|P2$<&0=%pZT-Szr$9#R5&$50xdWiqsWWTwEN2ekNAfikCuTYZ`}H_Dbx}UM;1%
z*=PjCV`=hjD7du@X61!~qI_MlDKfiDZbD{85jfbAA^)-yn|njs1A3qR81z@q=&o~-
zaTCP@uI~l{DY3(*2~)t!#nj!Ei`yd}|4EIDmjLj*nE2Tz;pr}1rW2O|_xRrtpM0|0
zS@Pjp;#Z6CKT&EH=>iK7wg+dr%4tIH7EUIQs8((;8_kvq|0fD%G#vYzE|hoXDtz+u
zoJ=Ht_avDG3}aKE(}LW9M<(^+9GT*3kkT-LV{3m6k`rT@jYBjZN9jg9CXysYs{qB7
zb~}ND=`x@?AsV%a<L{zy6O&uBtbVBOKFLRYokGK<VjNK+eX|+(A`KUj8A7m!lyWB=
z5^&~qpG^6pw4)m%4%7a%Da&W(Edase5~T=SR4Io<#mhdLBos7<jMG&Aw<rleFlCGA
z5D3>d5wy70&+eKH)N#$p(1hhzLP&xf-9a}6KyWosGZ&(rKfYcTN5Kkl4XSu~omq77
zT(L~BhARg15Oe0_6=>|4McU0UU8T}_8ZpBK#ma#y1w_U<n-qG8)n*cs8ux@}0o)2T
zBJKx`QbuH6qmrv)g9q0_PDL|$0W(37Ujk*FcN$Gq(?BP&JLRshg`!{@iUmy@)DQf8
zE!(9S>x8l<gGDH71OX_~CChPjhXXkw3E3@-G$hQ0*(ly`=Nj0ap@D*X4tg$hsJ_Mk
zq=u#DSy>_4WA$ynonwh3HIa$2q3dNGYX06yh`z(sK4)vkX(L|ij*uMwS#sQ7){c94
z>diUa<Z*FADo+8T&Fec}JjSc25Ug{5t@wWI?Z!)o?CffT{uYFFZ1X4q*-^YRV-G=v
zqFM_?<8B4T7#$`EA%L4)>sjMcF`(2c4Xh!sih5Kjkqxwc5c&=^_hXaeAqeJ_OKf}c
zc*+4q5}YWUMj6`OsKOW!mI&E3tEI)9_bh;hA_~s7{@vsZ8S^Y)i+(WWX+-zSU{vt)
zNWfr1DD<*EbF*(P=wyshiU+r3rkP#naDKFwQrb;7*PV9b5eihFUxShJFGg(};HQo|
zro6sH(k9g)1lJ8Y)?S*#P`<Du!;B-U+B0UNY7jOb-C!~mZyYn!g%pwRB7wyrAEzgw
zkzXS?*I$$Yonm%xg%}r_j8xA0p1dZWMF!cf=va{%-1|hr{k>pJN+w_QN!JSp1HeY2
z(NAvTcAj}gIV9%-KohiV0B%Z_Z)$W-y$+iD#-quB0DJ!9w6X<uMHdKY4y<n^1=Nj0
zQ&n<QZzKg4xDzB@bSK9qRzH{ey5;wgg)(T!4uv^ybm`#EGZgUD>E1Jx{&DIo+GBKc
zfZ%-@dEn?+<`RjsLq&fCcSsoRxSfq?6GCPZSP0K~pca?AOzE+N;9@?!jUun7>4J9d
z2Qa~9QzA_rBQ(CY3G_7{ahcE4(CjD#%y40<;YBLxz4!48O3&#xf(1v&BgeomTmMW-
z=y8V|jqI}=OCJ4GE<6xt`w`Ch51WM}8?N)2&Oe%RJa}j5ly&-}F7|5w;T8LrG|>+u
zH_<SsuM&P9x~u$Zo7g&h(Fnn8S~?$<t<KRlPV14gqD4x&^G0rCE}dW{kKJvTi6^L8
ze^xks^T8$_uGL1g75pFizMti*R;AVbGnwQT+Yq}bwV^EVqpk;U_RL*+u)*`1UAnY=
zB_V7s|6PEc(uSXXum&O@z)5ZF9ZB$Psa0?Q+RQxsD+ikBM+OWWi!eX4ds&{GDNuK;
zzVm>6tMOKW;HtqJK!Vv3Gz<_QBIT90(S-@XVbP^9WV`p8cpVaFuXtF#M+9#>e-0@l
zK-%#j2{8Aq_<s?_5`|cJ_o?(j?2$#(Db#3q@W$~U#l)`N{@{B3Y;-+ujU#AF<h0i&
zTB`719&TJWhc3Y3Wjg9uu!o~o*ew8JI`ifd`-3nUS2;;I+D|Npw;ALgNWIPs$uRw#
z_g@T~<A@+__w6!TQYo1n_`?JUB;$Kwj|_g!gXA?u*=E~_f^%$iE%4yTPyOb2F>-T)
zQL+7ONiKuLX_YY@)Knay-)2}^4i?^1N$Qqv!sUrs!!t?{BpR_pr?{D=hXZEat|XLi
z)3}ZuvKN|DiAcLh64nxrTbcW&$hxsAP#ab?gdu_tu9L%nOL&1*{%1!n_a+pyXc=#u
z7S*nX(C903td!+MJ*1z$eerdDUMm{5W<z<w@co8S_bdb84OwwKpRG(I1D4^cH8948
z7AxHNvxR`muT*`$U#8gEgf$QSgr}+lKMSBer5E{A6f|-x-A3)Ee*VpP&bapa<YxAd
zJvQvoYIJ7ohnV#NdfzE8O)m-2VQPH;2*->T0i~UM<01kBtgd}!)?57g-NP;7xNz;@
z5aQe#z58R);K4#}gAm{5J^Q6)e)29!@>eRkLUg1!6mmm-%M+X@;Td`IA%~y7c!ubF
z%0`V2Sdl5Xa-N*y|2Zkod<(oWi$sMCGk_+$HN?Wg_&!9As_14m;WKa)o}sW6Z{UAC
zu<?&FkjFs%_KBY`_gFYUXdgx&f500}6eO{#xp<A|3=8pt3fYol4L%xx3k5>T!+Z{y
zjvHeQu#pb#imvUAi|)6D6*34~93d8T2`*Brk+~glzIE0=PS=qH9Z2hk!$En(hy6QE
z-S1FLE;*UZy9BW^Dx??e_hNxOXcgD_#v)ssS)T_b0}Ch>hCT2vD-&VRa|QABOyUrb
zT`#^DhWbIt)EX@^LkJB;bm=mhx(_t`qf`TT5ofJ5@i2>Snrj{K1~}USXb}&+0%lJx
zwFNn^=(Bhr(2|&9<!cp4=x{>7CY<0q(*yPawGpd)cwZ$(b^YWki3JY0(0e{_8MseG
z^v6@4AcTEF;)^a(u@ILhP7dS+J%f-fT-~u5QWw$+KgnAHm2!BWO(%%zvSaiDRuoba
z0xvyAIYt4v5A&gqgBFUG0^w?%g3qG>x(xfM=v@YD0pedpEyDKsppoMjUJypx)y>&I
zQ*I^MQk0JgOnC;&u5e)<v8Ad-_>%HYejrrN*033wr#3^D3V&>M%sKD~d&lQnMitL>
zAUL-*bGz=}7F!CEckaKUNQ+NZ0X;3m_e0U*#q5l16e6EoT<??JXq|&U>J45}l?08;
z7~BBlKN;hBpmR5q8w$Vfkg+Hq<P}xz5gE3&b5Hcg_PQsS4%Xy9;uA;fMmk-^HtDIN
zthxc!_LLqb!7oIIyN#by1v)HP9YrM)m|WC+U@?GI*dW&t4Xau51xXFV?DV9q^Zb|-
zN>6)Mk~A7CLKqdA8kvRZ%rg~a1ISr=XqSv?Ur&qGVnR5s9RbN2*s+0p`Q%H1@R5*+
z*R|D^fQNJ8`)Y?bw;X^TJnD7XbIrjyN*VJwodV<Uk!<}lXY%OH=8z58dzWDbhbM=v
zF9GCv?@uwEYjckoXuJ5!C$DjNEtdTYC8zy>`r3Qpiz7!v;2X81gwK?yMN0A}&*FPL
zVXV~_O$+9W!zesD*9<|25y;)tt2Y>dJ@&x|vgXc`--YY3p>Fpf^J4AAz4u2diD7*F
z$ikj9_(rLc>s(iC$llOJan3mpAqZcb_h0Z%ZbbAeL+z6v{=z4}j_D*2Dx|%E=G5XQ
zJ8$C*eErUr^NAlL4SCQIb=uTRB=%5JNSYUePhB9BR}2B<(v^rdc=57p@?3N49vCZb
zaam;~oEht2eH=VZ@nhc5KRbC9#e4M!fhQTwA3Zps`NSwqFyWtlBn5(i@~JrQ2+_C=
zxHHpj9C7ei1$t0x3lW*n4D@L8dJj6pb-H=iB>?#FFB%Q@jRp$0f5Jxw6q7yikuZPN
zm^BuH<A1?!({IFY!MzgoE$ggPb3aNlcnRvOyj_h|_(~x)S8F+YyMIAR<ia(5^XL=L
zlF0){eI{eg8))*}i3yNr7jaq9Ga8}{CBMb5Iu<%c`oyTX6@vRXr5o+4Y}ko!{z2v)
zOK#Pf#8tiIX+KGqES+DZ|3z{#mx7JT;~b|#F-ZYO22$2aZ_bTCB~MRJ`|YU*ZV+9|
zv`>v*u(RJ22zrOS5|lqKHe`H92y|qXutYX`M0S3D6DQL)SP}1>)jC{I9g|1DisjRj
zBfRxLWFE&M5G(v_Bv<f2<2O4(WyPkXX3>7C#6}}zEKoe3e18b;fm?CdahW`6yG3z{
z<?QB%eBQ&o%nr^e1x;PW;K9i_H0FMQGIvU=9cL&$`MbySI%5a9?;+1o-a2o90ML=7
z^C2h_^h|@1EF6F)F7|J}oFgo#!4<0+wy-VMs7-GZ;>CR8Gl3V6{+!HV)7Jp$=NE;`
zpK3T74O`?J@oZXB?}2BsNbWku3}+=<;EvnP8UG$$OPFTJ@-uU!Sem1Oe=DHKRsA5v
zsV$_+6P+{eE1CyhhS@7uUhvV-Dc3cDTugSC^cmujJMH(yVZ<r8&mZ;X2@tyjfTeXJ
zK(%1d<~PC#5u<;g0Lk$z6t5T?<LZ?<M*Fg5I}BVE!vnJ(8FM4sQ~l#d#jl$+wKMrY
z9_PR6f8@{qDxd!;*jPCkp#D$D%=mw)A!erk7d6zPEuFMAirD+4K20lN1!)Wxq<(@n
zMz?WNJo&m?jYE;xH5CkEK}V_ij~M-L$7Qa{+kfDe3cjLv1nw*(qpqvZ?_OOIO)2?(
z?PohzP5+04`{5miANBjUn`-3AP2;CCu{6(tzm@#q%=?-+MCI_;&~!{%@k*(=lP>?E
zc~ZphFK$IkaH}&#wP57OE@hy*RnxW5atp{$;E8@??L!OIcWsgkJM7GdHmcF)l5Oiu
zb>U4_+q7@@+_T;2O-W73T>QMc-aW~8)-*23#QjhJS3`gI8l5sr28Q@<n6E?EX<Kb+
zc_RaFhek@xFSYgB<LW;BtzC7;{7`B}KI<N=TD6{Y6uD*TDl*Jx=P;HlX91;}TKhBI
zrle!t=ujEYjjd6?{3&GBw5y}ojrsa}mvy_KFF92=a(wMq;hJINb7$Ff1|OaU5%;+M
zEy&HG^k3hfpX!TmK^IoOIRVRO(Ws+*L7PWf9k)e_Zd%AF?2Kut)>p@BB@LD?75B;9
zhnJHfL_91vKD<^e{wA}aS$7Vxj;}$VL-Z165AMyi!Ppb4>jk%f!aAg_)O=Prt}t{E
zc8oVDDzNx78;kv;>riY!K{(qCL5Do#I4h(jo$*E6QKC39{x;;QkG{>AytAQ@zzq~|
zaw7${E+9{<8X!<3OQpcNn4()Dot3KEVqw`NDV!RW_4PW#WaUh4yz5@8(Ttd84P+HX
zOwSsW!-j>wsdBTcee%hs@8<-N%3&{e3a(t(5t;q;h|9edmOd;C1ySknDjI@v2K!Z0
zm(Iwe#t|~k@WW>^woeKbcEJ+tFYoChO<_}+$2uR(7X<#iJph6xG2ae@AU<!f?*ekI
z@K;YDnby~BbHiD8F!_qA!w&gVE&*(pg{C9!!LT5a*2E_c81bL!j@w2GYiREM=x@f%
ziPti0^ybn_MKAT`Xl3@|uAtO*2AD9)VT9BK$$$7|z@@O|Jh_cPh@%(u0Z+rcR0l(@
zhp#G2hz;45ZKtB4we2Z~qih*&<}V)U{YFJ4=C)|nalIsl!MdeXPi)9;I`C$k3A^Vp
z-~yhkbQ&o)j`An1xl&k56>Si@6ID>vdY|q@<*|24HO8E%2{0sZ0QtaYlRF<Wlx3A1
zz_Gt5Bn9w&3!v8*>cw4*&J;eJGZrul0B&XkosDSbfT><v^2(s<nPs4DFIxZ53nK_C
zU#)d^fuOXCI@vjd*|ld#&k{9_lWjO}O<PW99h3nDj~Mw3zXSAW+{hwRI$(eh&}#zA
z84$WN4-0+*_C~4HW?$pD94o+k8nM-oo|PP9-Cc^of%Dao@Ykx?OlDKnO|GmsJbEZW
zhM;KrjFMk^(`#N<2a<7>Y!N25VbD1d4UEo>kD1qvL1PgKU<)J?U9o@O)rAYbSlJ!S
z#}7mO->q`+K3K8bk+!8j5Y+rixduZtt`LA8s$SP{kuBh!5reFSSQG5uKCn%}pgxyR
z)~3M5ysTv`R(9IVEDZ^@3zHw2qWRT9G?J*AYd5C7Ft+ez@y7KNBU8ho*2~Pq`c!R=
zwE~hgOWWLf;8f+cOx7M=`O&GwoCmdq;bvyv*nr)CZ!*okO1fsV)j3YjgJbG9%pBHi
ze-;BEM29iGx6v=A%O-H(+toDHp*41Fe9PvKpU^+tpIJ6_uZW*mGH{85ug0Y<``icP
zvM;_4Y9NA;w(d`GU;yVRIo?ohl@ho%3Tw9EBA{j-R<X(Y%lmDl&HHJWePZ6Z?(T{)
zuG}OapHl-l7&`KqZq4isk|TR&Rtr^#PDRvh4C`(uRi%`5!YnO?jdCEaIoor6r+?M#
zi7}vj;;V=^)SEg)@nO1w1B_E%y#AEav0+sKpbZ9Qz~TSMV(wlNz1#6xXSL*Pj)&F6
z(NeE(F`_R<r2N4e@!G96uc5Gpu|96?3`=kamU_%_2^aQ6i!pIg^dGD-^;);H9%F2H
z*ynLt*hUe)=ItYgczO&Hs!2=kMWbi;0in?PG4)HqCorJlvxlpbwg2LXiSzM4z&z_f
z*OJ8pHR85nTc@sB;juZZ;Gt}B%Ac-g2d|FL4V|d!hb_%YsCAo7N{FfP@PckmlLxTu
z_;atu^qGLBmdPzi;WK3voaKOyjk&T1=_y`juT|2C%yjv$%L@06koTRXRa+KvZjTHk
zK;Q|GZ_P5&FosC5a1^IppZ1z2{|bCiIJ&K=@>yO(uUai+V1j%W>;;L-gcXG&!%7eJ
zWcX=@UFUfGxV7||aiM(kNOxyB%UA+2#cnO^5;4N<+~@X47#x+f?w;y@b0n-8cBk8N
zPoJcz%-YHv29K5l;%Rxq8A%aj7G%PGg^t;qm+N!r4fgz)M#J2;fII?LDDt~tr<V7X
z+)8rGA<1UGd6jh{jh4kClh`Q0QpRwgh4Yj)gRW2-q(zla4MwsIpR^=DF3AbR>8c7D
zmy5gAe4~CmB*diXK~kFo5c7smre%8^q8l<mk9_PI^;kZF(H~)uIM9?TI7LkcI3xLV
zWL@aHjP?T=+g$2{TRs&GwkAxPN5X&-BycI>fdpQ7SaIV_hSp6eS4a6yZw1v+4QiE&
zX~vtB9|yn)8jYdkUmqzYS8|5~%NZ;h@y5B#&?c;gAH>>yJ4eU!*TEgwV%QLHn9MHB
zH1i|mOycx0cpuVzW@dRuRnA7n`yhqLjQRSKVxWgD_DPH|z)Pj|W8Rp6-bOL(=L7kx
z<E;twZvWabjzd6=47#yan4+3V&kq`%Bj4XBI0=L7xPtnc8UUjZM#cFj9)yFO9N@H7
z)fCUav!B(M1a}YqP-VWz-mIcB++#!Fp<gvnRYfxS8vVLhX7=xrWV9HIunb1-`(a4Q
zKl=gE3`W4>A<bgABQHs5Trz<)7U=|cKO@LLq+jU-H}!jqRK!wt7O;ytf_AKw16wtR
zZ1QbWj>X<ANq)vDiOj((Fq&BNl_^=?{_;lBlW4v;Eepj<*)1`~mcoL~F)Y_v&*&s+
zc@)EN7!XU998e-oF#BMHEg;dc7fXhlOO^5WPLS+nS~ifPjSuVHhF}qGXr4JN38=rY
zK?4}vJ>LyBKzMZTgo;B(Qf11HVw=^JQ9G%1uc3B{W8KhtB=<Mr-+~rm#h53BLKNlJ
zMn=5`Q2uqicaJoA11lT>bSB#_SaL$2e)e0gj1WHZ8Z+;os0u_Ex}Q0vfcR=T|96L!
zg2ec*HQK(T$WLb-5-~-HrZOl7n&aUK`OD)lfW`#;v{qDW9+}vu5jYbDxj_c>E*U}q
z6veWnCyCA4{K&T7NXh(#ML|?^uydMfW+bOjDV|eh3$JaQWz?USmiH9ap0a|Zi@YJK
zglxcNee^{(Sz2T1;WIGbSIFIR$lwi$3N`@eZ;=b1i%fqUqJdPILR3iWp&<ko6D9Dt
zN=oRQcyZhmc|o6K!>GRI)0u5RpN6XF5#QMHuw<8iVd16uFyu=|0%)n(hgZoAzBz{5
z3XU1&7S~lZ$NqQ$eYR2sHu^##JV(Y(_^LNI-ubHM3K(h<XlN0}>eQJgF)r*`*T5*A
zSaGkyHg(^!u=9}KCH=4ifUCAj_M8Z`=aqyS?XWIwkr^=6k!r}vH{sG{xgL$Fh9t|b
zO|PK#Dz5CudKnwLco5tCm=po>4ZSg}V45l-F8m_p2!dBoO<k0Nd$yi{B@x4L*2T*n
zRfut$QL2tDM$_DxDREYGV^8JMo$iGHwu@eA0WAc9lF(U8C1IqyE_jVI*B}Is;hLB&
zN3!4RRE-x}eJl19D<-Z83QG}p(}<LeR%+JHFjqO_us8H8(l#2h0?R?R<*L5pn`r>n
zu#H?6>clKeGIiMqJs*ikAoCE-uk+C6L#Y0<WMN-jMs;b;p)$fFxMc(YK5{|*DAWN+
z|B**KpY|!S)HP@vPj$rrPo>Em0idm68|KtZYZunPs<G4Q9z1l@n`D=f>E|rCOA5j4
z#tIU=BWA{365w*{$!Y|Th=?{zuo_#=nC5EvL%s-s?q<bsDQ)a`SGntl1SFQGRP*2A
zq$g+`c<&EUMGqZ4dN5gK)Usf}32R^xgf!JVCs8?9JblG)UPrkLHO)%dvG2@u$nxlc
zrVhx@jkaR)^JFC-pR*%8gS~TMxLcrxF}kf#SbUmQSvga!Z<LqLt%O6B2*1}*Lrta}
zVbhe<<bt`pMBH)Fv6Wp2@)@=Ps{f#8u3^m<Y@^vh01Fxdt^YkMuXh0qUW%{9{D{`F
z)q>pTgM4!~a&_KFIUJDz4)hFLlS7*xUOllV=8W6SjpzPwoqW)Da+BCFSSkOp@1|AZ
zqDz*Y;)07TchbYRdX~?xc^X$Nj?jbmQwqa|cAl-$su+}ZlSQ;99aX|$Jt)!RR#z-m
z<n_)uh|0?>e~*BKtST`Ql?Kl|NQl5+;o^*4dX^<%72#+9R@Soa5Tfze6mecR^8j7v
ztc*8`jlcFUFHhg%%gUJ2qwY}=`7=FuaAmFt)p<;$IwErIOiV(^){|earen<AFF9bY
zE|6(RkKp*~Y=J(yC;i|e;pXv~eRQU|{$-gBBu@ew<4&mWxPD@W_6_k|8rX_6{AM&i
zIjHr&lxN;o*Ycc;u%7eO40h+V;iKW{#gJrioLA8@%kpU496l4(Un66wvpLF2)hdo!
zw`d5dOCv#<MA4^w<4u8ZGsrEQQ$9;@J6pWiR)O<qOFt>t>|$3r!>9nIR-;CiCuR78
zVFKlegxlHp!k00FxahLEO5_TCwuVJEYLoG~$oqz`vcFa5uhn8eu8#s*OVUaMLRA8f
zoiy$9^0=T5ZutU>`9m_S64^Rz1C_6;whH7v>9YXd5d>(~$m+Mb5E0by)iMNtmbUMI
zsmNG3=dw+X0E5+N%W;qFZ?YMDv*^#WOz^yZBO9>gXcSV{Z1s5N0)Z;D2e_zbR7FpD
zJ|NXlS*>(!>YEa-&u7E~oZSs%UB{fw*DCI~FRp~@0XfoAO$Ttw({nOFEFH|{Lothc
zpQQ7N#X1g#&T)Pctg#5R)!^nFm@^c9ewc~d3Ax}4(~P_)=@rduNFq&*{A?KV0T&lm
z_nO~4EMqW=TT~ky;`C9rYSzB6dRw#&p<;=KW!GY_%<_el4m6FA3?zNsd;r@uUyV7R
zWc$J^hI&=WS}&q3T(#%~WTE{X&{AnW)J1k}p9cvgPe$sy&)3l>7%Um4<RXYTH~zxh
zJ!6?oF;8xF*<+dN75_3XB$WCxx|rqQHxzD#1C51|j!lp#uZ13=?4kU4qHco47gj$Y
zpWjqYp7pC5yR#`CS@+J>38|EHJVN8vF1lq;+7&_^(Uat}i5QE9!ajL8y4(Xz#B2J$
zsKEbr`~O1)SQwaC|9>jL`F~LX7KZ;9Dlnoeopjuqu<QH>rH7+<l3oab05TA>9z^4*
zzPWzyRTAOAG3s4@TbW^3rB~?}eb(F8-{--MEMV3cetDUZAm$XDC3=`3LBiDM6aVDA
zvRrC)|L@{%=Jm1)U#5I_XGkBq@2)QM^4HA$<te4WP4&~cspj_{Yb$+n{qkk2YJE>7
z$GURYm34btZ>I9&s!yMmW?TEYv_|*E%at{V&jXulYuVG#w%liLZPYl5y@`Joy%kT$
z{`(rg?MYM{UU;jmiMx9zeYJhV_2G61r^|D1hDy8b#iyUl?!Up&x0io<w3(fb1zx_+
zE7}BTW>W0CL&<e#&~d&6tkdhpW3_oTRd;7maN_pYHso*ixA$x;cbgkhtYKt^ZcVkX
zPa#2it&UA?Pa%x1OYeSaKajPKx;+^;5yfB?jI!G7gi0*h2vhzH`G~m#L|p}UM?>sQ
z_-9ewrP}F3bGuUvZ2c55lGIUEm8o4F;!w;@mG-COG}fCNj=A=?cL}wn7g-F-X<ucm
z><ObQ_=l$iX(t_<B`3<8h}kA}T)m=VfW(1QZLs$uuQV}$>}%i8;=OI#vx30}%YJVA
zSy>!Oz=8>UQ_Z2Z7mu@9tyO}n`}Vj*<p0vm3jom=Zz7ewGwg|xUJE`mF*QyzwZ6Go
z8|$TJ9x9cbs>A%qXI5fwP}5M2Q<nd1N7w!#DkcoDI9f4a7D$+p3j0nC)08Yd+B*{p
zZi?;xdkLD7GFqsj4WB%StE>A3Z<e+{=!VM&(J`*NNx9h{e}A_g>iaaXQozHuoN>3S
z`&G(WQu0Wzwmsh$F9Fs*X<iKEt<{EJ(o6??Msx2cem-J)tPT?H5+wzkg5SBWCzN9y
zZw$#&{bO{ea1!<}0_uBnSp<i+@!%Q9d?~o~HD19~wGj~O*Wx{&7!F%~p>rnGdx~@(
zLT}h70<Xq*V1SQ|W?{ddZf|Xh0BvVmdPPe$Rh$mP(-cgc5A;y|N9qcG2+yB-u|6HE
zy6iIw$2{~?sBrH!m!5(Y;Tt71PrCJJ_KGXV1+vDu4aBWods?o;y^f=REg`amg<y+v
zv~OUXD$W2A!>C(zM-}Kt`&tCzWxwP64exp;3bZ%<3o|V|WISyn*=klFM9d1Kw5p{u
zAW-$z)P>zBP~hy+FB{~9nV1Sf%+(LUg0j85^QxHHH5z1zj2O}chMh9KpurUYS#YX+
zDIjE(g_-=1QQYYWy`g+MwUyl!LW=Ic1%jn5vxA63jm{SGHIhgS<Q`X_J-}{Yz|w)4
zz4+hd(Yw&(#2os9w_AF+soneVjOnNJu5g{+q9*VFdd^JZ2&W^i2U6KH1a-Nejqo4o
zPsMFMF`dpn3&bR-Xgp;%`PS`P|Anv5y7cGFY_F{n%i%(5*!$;`-D#d&&IjA&_sQZ{
z9(`WkOl?NP=$d{q6qjzBnBW{J@_TSFmdT2!s|ur^;j$`j#^7hOA!GzG@+`1gF(ocN
zQdk*Jx<t1&PA8$W7_N4TX*IW(jYfB%VT<I(V1-}K5y#<OA#2&>lQv5XjD-_>hzUfC
zBFhfGyDkR|`HwFjL_DeKtMN}ik@{<^$kpBf%p-<_LYlF5$l67^umj}t-#ZHwf1LUX
zZR+Xn%rIklkuSx|9d}3o!vnG~2q?SMYu%;5{jqmK4a{v*&p-MTV@iBe^ES51idTuM
z!owX7u6JVlh*K4sx>sC{>jS|7Pi<Y(|G3K9?aX^AnYO35iiVTvDMRa(%}|AfO*vH5
zctc-i?}!eB{PE6Z`XHZK0Gw3=)D)$<tXe>X_iByCk8yGd!fg+L7ZeKL9EL&CMdP`p
zhJku9?z#;FD{M`qe8g^KR1??%q!R_}=-wITcFR7WkAK}0c+0)B>fw!u-2ir(rSLVX
zYcjeTS_sfG7|Hj6HnjoI)-ZDKb>yeY0+tOWfG01*mfj{Y{+huF7`!3mxL6N{d!-)D
zjD$ET>oDrQ-cXuJSS6>)Pz9pnpn}oUU2V^4)Zm7?T=yhdOp-!4`w=Ka#$Z_(;y@%_
ziGg3v(D;Y{z>$IsH_!$i(T@S-gZfA9+Gz+!Ee{m?a_r=r6s7kT7iSDsH)j;vEb|48
zx}5_U{33NFi&OnKpeOGRX$NQScENrCgd;OA=2aG0<6SuasqB(mkE5J!L#mu^OOA|U
zIAlJ57J4r3^GkP<K-Oh)1;FjmDJ%QLt@2jda3uSA2m^4wkc~rH4EtK<h(pFLS|>3|
zYJ#=J6DIRSF-NepevD~Cm7FbF>KSbwf5BX20+&}J{CdnIkF>YQcgnVZgdmwoxlO`k
zx-3$)!t+}`@GgR$6-`<x5y5nrK*o6ZFlT18EMNUw=Ajn42!Ly+nSXQy1p#;JfFH5%
zBvTW<50hW7k2}!uB-j%tz`+MlU&VFDy!uBwuv15hJ}1x>TR7B**f@0+L(Wj=2ID+R
zaK7ZI3y!t1J~!kFi62qlpMC)3@g-y}Q#|1|*nv++)Fz{|>X6Z`48uIikr%M#7oa=7
zF77tK*3tto+q*A>?AeGsKpy-LFT?b)5p&`=2M86`m=8GZ2dFC^F!p*7^!jBaH622k
z{D9~l$OuaVY%E3y_;MxNKf3n9Uk+B}{%&fkKCz4qs^1Y=@hc${g=}frA&DiyfQMH~
zg=bmBnA$GURZ)*cbm^I;0<ey3h@Dr6N8J($Fko9Gc5}nBec~e`@jhEWYJ6#f_L%I<
z{R~ug7RpdNqZaR*!XF}vDN*>t?Zf||v%r3H1L+=4l@A8Q13~Q_@cPmWm-s6PlR-B%
z%Xl9TQ1WijW~`=41?YeW4CkR1G`cnMY;Sb=&%n&`5-lHw>@7gr-%gA5iC7<(_?ro!
z*+11kU~uEJH&PrdK}XK&_?zigyaj-q-T(=(f1RjBsQJxS#)vJK2?>ItYh#G1kX&YL
z`(8I6bdCPQ-t*ZZ4Wh&eL4juN{$DbHU)Vm7W`1ZHnmZ#)Br84@`!8C9)V*$9rafCq
z^siceNo6u4-SQBNZ?#9fP@X|BR#Y6r&ym(tHk2g4X4s>uJIW48@y;wFE~mBmkHsyI
zlR$b5;JRX+)dVVV7b-)-6*5BSi58%$TfMi406c;kZ!fRYNB{2wuKLaPDVxTwBlQbz
zW%m&QP732~@tU02P$ten?=s|sZhW13h2Ah%6l6YVx>H<ca4MF!VWW8+mC*9ZFE4sZ
zc_E2x(EZtKEywUBg(#C!R6|v;(MVOzbCuKzo)`3TJN_xylS98`4}IlL?`Q06mL+&q
zXi|>eNoTeO&meAEr5=TH1zz5kb3sq@*Rs~i5Q=(d<*SvlcEy`jY2jX`Kcy~$u@lTg
zGmg58njFb)+5Vppdre~yrt}2I$~{~QKn2Zqg1@C<^bYGjGf=@{&1Yt!&_nX7Dp!$W
z8Xyz1a9U_K6+I1k76rX~VW-1r0WzrB=hG*3OHFV$==+8SbP*~4N}^=~8mC(0SG&@R
zu;<%-z%K7bi9DYO5deF+)H5T;wY%wqI;a-w8fi-*EFv$><L<oQ@6_LnA$T@m_G;N{
z?iMk>_gz&f36hjP@HkX<tkO#8-l&kk9k`B3tKirRY&=gR@}7jSYHInX&9M?Hk($1A
z$$@Y4I^Jw!r_P?VVNqvKi4rI_&k9o}U*;t^;+3~*8$_zx{U*kWvfRC9=KVhF3L;$V
zTRV$_`^rpBvTP}7XSYDulygISoxt0F%4@bgQzKtg6ystaBCpQz{zSO?^14e7tEM3}
z7>YxCIs19Lm>8H1Y+Gj*4l6G;)I9Goy`EYIs18ChK|ewZeb7TrCTs9_X4Q&@=1gZE
zAoRbzX%2R=C)xqvO3(#kF7ahANbQDMX8}kC^U)6qfcO^nczmO;dl>NzV`NBA2PolM
zF2uxJ%6N)dGYwhsQ?EFx-4D7B#d#I)=olWNlTVhz6hyeFrvySML0JWLCN<tsK!us$
z*Pd1<PU2h$^mubD$x2>T5dd6Qi*W=4{Z6V-xvch*;u*u*@NxVJcM@QA*Sjrry-fM|
zvrJ2-6)I7pyr~r7<Cis{M05FFTe;fnQ}m%31gn{k%Er7o{(=y)0o=;5DL!q-l6AZ&
zV=7`7g=QoZmKL$xGbxcLwP>VmSuVX$ZK03IBf7~R88Qz;ngXS{L(x!c$CxFM2Bmp$
z=-Rs>2M@!7;#PgD=&ztF8+omMR1`?PD^gwqi*j|W5MZhI8`bJz?)+9={;M=>hR|N{
z&<aSBtx);P6SHz>?og2RL}NjpxJ8Ls`jp(PK_)DHF?Cj^MzPSDh%?SNuxU-uBx4PA
z(yb1UsDNdi%-RqVxQCekGGlbhVq6?3al^8*yK{p<#K$D!t1dHmO3mA~RogB@3ije3
zdk%!X$){gK&$WM20aCzk)J9{lshE0S_*09=m>^*dTb)C40^+^z-Txee+?xLwuMl(P
z=+D<!=NQ?}lC3tp4v=FFU{mU-5HijzaesS)DM>FAhx<<`x<}Dj!!T3)4H%g4nv@B*
zdiQB(XLBz<65$1Qy^<ps#n2OCum?hS<GE76fh;nZ4Au4Rb5898*G=so3Eo=$oy!S8
z7i1#NPYha(`!WNF=pty&j2TN};$H!#?$(`EGv6xfKw@;}Wxd}@odfpm6n)J0Td~VG
zlLp$IX^3Tm<9vt!906`Ntd}&oZDizO*bED;)VyjeH|X)A-DI~~Y?9JpW-0GPMJofO
zm=f3#SMjOndcsFlT5Ez0NO2{472AD1g9R(q%4jU}VaVA7_pLqyI%gGgQ4Up<fD*r_
zzNek7S-Ct;E)DaF$9Ylo-nt(8@ZdAo`@*E@#$qTy<1$h#u@;=;;{OzNGnV2;xTXwa
z!QR(w|3Sz@=D;-9hPu@(wUOr{!Tm7o_IhCXn`4;qa>C$a;?6772OF3`po*7^X;>Yg
zYAK!HG_d4~xjQ+yOrOg%UoffB7da8$bZ*;6n?P0t(Nc|_RwnQ>XuV%Xm(G((25i*q
zvy9q}P+WzCk}{O%o9TMN$_&y*q1azs`eA&RjcC(_YNK5`_zpSxt&c?Wvp?Zz4S0~@
z(sDQv@Bzm2FmY|&!C%6L==BvSqy^o5oJ=u!b<rpqe`&{GmAMYEuOKO>irgU7NXLfa
zgh8f<*Nx{;)yT(;#(xl2(Nl%OjA}QGq4IlqdYtERDU5W&_ID8kCP?i-fps8vIVU~v
z%c8biNP?8ug83v3tWm(A3sJxr&yFfx&zE&}Z~XY7Ac9r;B9=nK^d*t3mLj=)AP26`
zggV&W^R6DoF)If%?4biqK}D%gArkCBVXJCg6%o_`U9Ak!4jEahR$P=Ya)Yi6?YPk@
z6kXfyk7sbPKH493(ugMG(V3F@^aH7;7<dbs5wWju6oHCEhN{FSrh}PECu1V|=DWVV
zeZw`g4I!mxU>E?kTdmtJ?B7gQUJ6;zk;37t#xak|SMV$he2L?V8RAweYqFo2tyFNJ
zQfypgB;%!Yf!~DSQ?;geo9e^IP1ZL8qCvUL7AN0TlPwH3F!EiyqLeQiVU1%4geuX<
zmyYc#PM|L!F-D3e3(k{ruE&6L0<Zb`(HQkQRmXoIEeXv5rQCxy3jND{Q#q2t6G-YM
zE8tmvW`t@ixim(p9QnimRzkTRM}rM{=lwvzXrIT-9*~)zZrAINv;qR}whVj?aG4OG
zNTm+moL{4!?GoOX$u4hA7-ReL8@q(x8&a)vlRQ6CNbEI+Ou2JEQ`#+wl^-Fv`&xX%
zZ<N9zpN>-ewhDe_J^*K3lRapUF<w=+KTv5Yh}@{b`w*8Ls-_A#bT^NreFhhA4G|Rc
zd_#^m$$?xk&;v=FH7;tc=t?%Hq9m%BOqo=Cy+mYwNRS__pBl)La_h`?ZC}~^Q*dgR
z$}Laj!u_a&8#$j-(@qJ=J9e-ez1@%4$rQPB%r0}q2{)&sJ}zS(RaFv`@@c;B#yUac
zo8+iKtc%)nQ!HiZ1)7H|aFb<U?D)tH<S&7V+H@!7I4KNLKfA<?Oh3#Pnb<z7G>S|?
zYJNDWRt<60TXAJXP;z;AF0Gt^`(loK(4muI?{J}+N>N9T>cXp&u0JuSA`o`jftR5?
z$!S*6tp>{?$Xzk9J$i1gwWU_C)d|<5EHKF62Nf@pYF7$<R?CXhCz5;V7B>2nkMquj
z_1wHqj3+NyuEekz<q(g?q*;mL*DccfmSjvb&p}60Gp&d!1B(qrDvn!_)ykJ<Y+^>@
zZ@?kGr_a#gO>D)cWL;H?6shRGz!X^6N;UDeQaKiglM&r0-#0)mDvX^v%Ggg$+<-PE
zkeYuRq4{zwRF_NEWrY2!?DXR)i<lExQVEEna!t69KDA?I(+-h0eHc}jp9I9Qk3<@&
zp}RFOEf0Pyxp+@sl3o!*A?cKS`1eSFHyos~_>hF0)#oT4@h-F+YgEHE@g8`dGYMA-
zQ84*tfZ~LK|9&}lIps_buBX2Wi-C)8Dw0QLa4ce3MI)qm5)JT;f2PS7X)Xbq-$_}~
ziF?3?Db)Ml=L4{_P>H=QXpD3qTa?RI?8UcTzE^%f)bh4{IDcM%8MAZV9cX(2jCu`n
zeFea{<(7w)e9bNAbv>T9P(3bP6L$91R&mHN_`C^9r~yTj)s>o?PXbizm^h@5yL9&a
z`6DLNO`X|j_=1Z^J`Zk%7tR$8Hn&v~I&S;>#d!=jvlF|P!feyMwp?+$jed{F(TAN&
zGF@<=w!kq3=PGHR6<}y3F#E*>av|q$0ubI|xo}{|F^77~=-kZ4J7pj&Yw+(tyjYIr
z=ZJEiSh5qsQy<zCV1pn$))QAN7%v5_;*AFZg$AnJ?tm%S=z>JeOE3*f-4nLe%y-8j
zFgXn$`uvg><KLiOw-s%1{ag_~jPKGNK?%k0fonm5+U93orQ8b)alt`~1OfPJd|58?
zT?J1Hs8m<s9cPOpxl@gbWn>&uW)u0aJ!iT4nbqE#7?V%$Ei%vVC7!<ZCG2UN0vJ#k
zkS8^pi2Blz!2uNV!nmxHv$0ECoPI--JdEhq!V;oj%O|Rsusu`l$DO`1Jz1X(^K)*7
zgt4w<MTmv<VlabehP$|h5YEPF&UNhMa=<XxfHPPNX|3WAzR=`4wa0f1;m1|Qahko6
zd>=gPF=^$UMX(QwvWwD77o9Vx6dYRSoEq6R>C(~`vYY-`0ULa-&v`PxC5V($fxIgg
zjnIC(3i22EEcrTzvnp-4=9`Rq@!mJP-9teP7jBILK_l9KKdXT5!gtimR}AvlrZ;}E
zL^y*2C3^&4+4ri=&3d}3+>Ok@@u-sZ>9nosch(C2i#4v<_`oaAvOL0AF!H4><=Xed
z#I^dOrv{j+my57X|L$kN?Z$y`A5p4&2*)HxcThtmrmtvv6U63&kwh%FvGv&Yq<8?G
z{bq)8=wRet_fCB@p9og2Gzie7qZV5o&Zv;=qf0sM#P$xUu`6<}8+nqexLcZOfVmR_
ze2>{nRhfMW(2qY3&1rbn5+w5$cmM4-NHb6II+#9Y2D1~@gZ|dOn~ZanP_rv54|^`C
zj8{}H3JU&zy*&v$RNdQ3lF=TOB)7%V!rXgj7s{R(J0&S&W-yGIF-w+8Dybw=(ngC!
z+O*N8gi5>i(jrOe6_q8WRNuLGEQ8+n-}nFC-#5P>?mg!`=REs)?(^I^l!{A&`g*VK
z@4m7+slwZjNYP&O?(HG1thgU<y>4D?Ot7av{P8Ykg8CePT{LK&<&;z2ahq)lJs0Jg
zJfz3?r9q=BHAcs5{MKq5A9eNO-4RD`o;yA~?A78Kjb^SE4tW+U&n{eAX2QQQLMK9)
zxr1L=JCG!+JvD3jtShQZGw#$QoC5vTEvbv^QifJ1x6V|v(Du5L@Zr;~QKLeBK3(3%
zb4xvc>-fy1m-oNy<=y|j{K5?j;W4+hoc{g3o*$}x!zyWrbdWS;Y<Z-17B`^s{1=O0
zDtltu5JweFC)GR0Mv`uu{Zw^HCNi7z`|_<PZux3|{&|w#)m3wSmF|~sNK)4H`qmbf
z;@PNX-+Xl}ZSK(1Y1y7HL*FJ)gzRUmqe0KY-d+fQH-67Bp|4}<h`!Rf(`IJr$l!s?
zJ^O~aHx5i;s%{lNJh|pqM4X=Hr>}!olBg!L&rD_%k@dHY{&0MUah8GR5|iM^8>Cso
zs>k^aiPF?MdfEIy_K`X6*ET0aPgJg`Z(zWqifljl>N(M~UsWE?kX~cgZ_SDFnSG+R
zW_Qq0iy5bfDW_zdSwA=&b=+puHvdtfcCyWyyuaYLTL!JU)5uEn+*YYn+|s<aK5@Ph
zP3hJ!%K`UYo7a7*yn4zez5*$!&bgDfZ_MEsbkQjrUX1yG@{MVBIs@)#xx4tfGK?eh
znm_2&`bW9m-WZa+aAd+=)g`a4IUZ!%jjPF!`3@Sq_~-B^Lkr!t%pbn-_%@DS<@?&<
z;8%0>{H@9XFE2S)6omSEWi5?!G+J6f(%z#=ZH^d{nFdAK&R(&1!P*HI*elQN@Q1ZN
zF6!GKS!_M0Wb}bI^!k2vlbg2&9jBIP74WnYsE*>2Nv9$?Hs^+aT;lxb^zhiP{+Z*~
zEnYnCcGCFfotv{Q1Ntu8_vLB<clw}v_L}^!EBY@#Gc@?+o4pafGZP%E%Gy4K&HlA^
zm!-C=-Y2`eQ>lBl85RY{7flZ0Y8)Ko{3zi<OM<Sli7ZHE^?K8JMXcdgE{Tm!Y41xl
zhK*GrJ@QP{R%%P=quRJSPncV*vRKQBby9Xk@X7jRS(sZteL^2|dya+c*~Bn)hyIM{
zAnk(OFHH$!#fFzlmwENwv#Ng5&MGVY!RM>el`d_5zBJ_=Ex6nyWBA&cg+9q%wmVm-
zYtG2N>alYBs(Ph)ek$9=)JS32h#`GlQzy4t?UJqY(>vKbrGK5c<l}*UE1t$VZP>9?
za|XSxd8XZRlW>jky7$yiXHxx-rUi)i=BKbTn2^5q;6tOH+8$Uj$ZzZD$ee3CtB;U9
ze|*%NzYC2#x#qmo>P5`6hxr-_uU0i_IE<Tf>zuo?X`_;=j!9|LgW8g;<$m?)!i|(&
zW_66xnud@i<!?o&_{p|*QhxHK!*i!RpW*tE!Q{jbJ~Vgu;bHD`_U(1Ll{`WlX`E@}
zYg1ZrZkX)pzymQwYn>Ys`l!8lke;#IdR*(Y$Om7xjQ@DmcFmc#M23so3rq3ZJK_Fq
zDXYpff~L;O+OOImC?Dxb<KLgXvo)Y%`)Q{=uXZ_(T6I-GPw<Q%s^PCPFX~d^rl1Nn
za^3tF-=fppEmgzKM(HK&X&AaNEQ5H_ns{-ye&~JG{_KPqx;1lB>f`6_x}6<;y6VX3
z(*;DkN59afsSi}%4Nm3{bhkczaoM>&@2?1IzmA=~<fF!HXuxw4d~>z+-V|l_L1qJF
zKEilM|M%9>2UTso7OVX{COWLYyTN;|p@b0if*DpbS)^??|9Hx{(Z6)WC)lqt#}SSj
z`k!AC_o;S)@FaO%?3Tfi4Tgk!4{9f_u<%hWODtEpH08lNy=2neGY-~id~c7IP5X$u
z?tdPm;~XJ#KRR|)%0e-5#iKOm=SPRScr-licg5t;*f7o<yHE31?9kJTa{84PH|z3?
zY75TzjH*d$F7aj8#@?Hw^6<!}DIY@E{E@Mr3v51WyEm(-Hx!iad7U@H|A;}(-H~J8
zRJ2YOJO4T!`%#jb_>L(`n<-OET>W!km2ctfNQY8aPq#0%3sb_(Y){u|wH=S?(?GJ*
zEUI&H*`?~WS>@rxvzzm>#f9qTjVI#k*2-SJIO&}da)5eOG9^+4{y5ueBr8>1=X}pF
z?e=89LnDUK!@jDkrAk&fp-p#7fBLV{HS_=WpeEa|XvzG_t2M718!kFL&bj0AW0G6S
zg{IbDeq3L*UNuj=mWkCoX(WWvQS($Nd3r>OxI`CLAeYGGa(FCDVFcuZl|QKn3egy-
zFM;SLl!60uAQ+4ia|Kd}gcV0YGgl&%iP>BUIB3U3EM&WLr9MP(77s-9;6_LRoRyF-
z6uXO9Y%YXS<S;f7Qag8iHWWLi2h3tC1T&)e0X+n88V}JzAP`C=J_rur3+50=!I}~X
zKh_6~w-O6QiZ~j>7?#GcF9zNIo;OMdb7Ld}%>G}<Bek=ni#!rpfjp9&dIj=OOaN{Q
z<l(QT{~>uKg%ghcU&tfN#Y5~OkBo7+LwaPK7)9xk<Nzdmlp>Y#k$)sajHPlJ0)+xP
z3gJpBfrt(~js)@{$fv?Z?MA>^;zsa=fWpWy6;;p%jQJfC$$M$w3@DyhB86}rgoutT
zaE;&+gSxax;mZQ@^{rS^7GD_Hfk?Z|on=x!Pr#Kx?JCaXN?9B*5~9depliY|u>p#B
zQa;zvBZv#R%h<q%B#<xwa$|unFN8uC5(zI*5DL_OGJ$B#1-SXhaU;(4o(Iujpz>rg
z_8TaDhfTIG?gT6klFO!RT?8}d4i3l{CW$$aotVYpLiVA+K!JS;1(3Ut&13P6Y(j-n
zo>0KzLx424FqA9lL<8qJgrgyl@%d2auP#K|6$3{E!C2^~APT(U4=|a<W%0qeUH^ym
zUBui)5Kg$_`WSNEm$$|w1soNh%f^U?fCM1C&0X%>I!VVhT24AH0SX0amw;TSP)sdw
z_t-899D{ZzC+7zKRTJRxaMhFJ)}ed77=?}Pj_GejCSQ^#2!ve3K#V+~Nu3z~fv^-&
z?It+6ZY!uzH*3Uo*G3}cg@S#7qo_gvAAkf;#KK(md_#L@kB;8?lmA=9z&?cg8aWet
z8Wp}#$T=nV_4o!tAX>Vcni7ca5Ye5`?mjGqVh&eKAkKkc+*jE`WNZ^-W9CH$I|v;j
zQ5eP)8VZpqurUg}8VN`mAyI*H%VFgkBW88ItP+M05|{(G2+;2?^Os`#sv}PjVs75P
zEg@a%Cr7o@pMnLLL?@v*l*K0yon4p^0+4oqq+%I3p{@fOlV>}jP7u;@wjCL!o13?P
z_en{q&sGa-OPjt!m6SpSQn8(zg*WChRLhk5D=91C9~N68vT$*6#BKya0axCt_`Bti
zQXlO8z7aN;V$UC3tFT34DHwMV{Gc4Jgbn^SgCAbFR0P`l_<?H;{}B8d8>bQC;bsNe
z*MRH6QsBM7UnMJ{C{oM|3<6G>!C*iZ;2T}QPew|l+)xQ*FJKGBBB2;lJutR?4Ge4u
z@Mw{c9V;}H1);_$*7WawFkZ@MZ1TW))MsQ_S6kOwY?*jb`(2;DBqb#*F6sXDG_=Dd
z`w;D|tSng)E{A~N2J71q!(g`AE^apzCg2cmT^5PQPaXXToq#KsVn61vI{Hx(0mV(4
z=!T*MRQ{beH<V03adQH#2m!@?kir5A`i4gt|CM2(z)R90Dg&I)$N+|gGH}D9!N681
ze{WbMj6H60Zwo_o%+q39&EFXo9)5Mw+M8E+FxJuk8(!h@Sx5gLGYAiI+M)hy29aQ@
zF>r8Xz#tefh=h=hQ91*nz=$#R9~h*t8v)Nlru`=d_4GXdjVw`=Y)qp<C|HdIoFoeT
z9RtL%D1{D0%=lX;*&S8nKgp8Zwew-#IgkeoC(;mi0bm1h##}hq?hNfYAUxtpBSD+H
zOeErSv2aQ5*xL;V4_Z5g+FL2`5VoWLH%fs=wH^Ir5`o-dK)<ymGD0BZ1_W&BH)ch2
zBU1@vJR0b-FfwL*?JHm|0DBZ7I$K*iyLnEX1Bm2+ABhp*fsD@*;}1$;+hL1&BB@Xe
z_9)Cm<ogH)2%e1Wtv!Tx_SQ_62qJdy2W(YyAR3v5cgtO<y&ymcED;Cq*rxz2HVLN2
zXcvMMjG}e~<%g##o}JpU10hs$=MEH+=9^?TxELO|>PuQNZPq#^#KZS`v6AIQ6}QqH
z^ugMD(#n=ef0f1P`9$T<X!Txn>izoAeysxsztkw2`)Ij7O?A>c-qC5b%0cVGJoi=Y
zFWB(Hx3%o?h)fl9UG)Cs>h~U7oX*4V$jk-fRW2*9&6<6es&6xO&F7a9tD;T_7be!v
zW6H9M`S%k7iO+Z!8U3o}4jg4wzJ~jBS>x?Mf?K?9P>ZK`Z*Po?_D=<2)WKS#Sws(^
zr+|l@BMafI>Lv~wuuowU?2-ilzyt{N6NE<?yCop-z{KF&882W0fV%{MJMEr`&EoPG
zaY2;DGO`r%InMrkUYLxls0bZG#U?`(ChM{+VyC)!@IZWzPxJ>f;2Pc&ovs<|!Q&B+
z{Ri{lyUy?D`SUpxbh8IFZo*KOKoN~jQBb;TeGdlVz3pgWUBnJJqBSodfD3|q5MKKb
z5Hgh*CKH0Ags~7se#!9%PY?lJH+UBTp&&$VD2F8p^6e4>?ge@h-zif?wEsqql&)C3
z{Yc~ATBV{<vi)YNjJ-NmNokdm+HcffA=JR>#&omG)!?4Ti51HIXWwKAvN9lXWJCrp
z*`qW%2}0;(#1}&?Py$gY6e=AgcQEY-Q61<34v8h2#g#{S_`TdVr1%U3qFfOy1c7{z
zc>+!z#C~278EJQ9Tq%UJp*;lwoD&xXn<i#VU7Xgl1lxz8BTZ!j1%OeIA(o-S2*hA8
z=eCdnPbT1??Lzr`Plu9`u3$SNt$xl@k;g;L88sDO@^%a=j~(jf^~R{odXl&0OvkVA
zv}+%>a~znn49~6M(sV~pN?GF+2XP-w(4-ZWr#{d+Jlmz{)35>u7iFvIYgTMKrX#bR
z?sh0YojxxlEo{oYN6F0vUuF^VKYv_wCA{TJ^p~BIiZeCOla`)~QL2pTClb-ZD-P;T
zW{6_QNy=B%A1``-=GEr1QEI`3%Fy96C(ef$&7JdBTl(zYqcK9p>fGpl8%UeJ(M}~#
z2t3}zQVL{z&J{ireGGW^GF|<m_!*5_TK_ZiW8cd1K@GQb+P+_(*0_*4`#jq{q%<_Q
z;%MAApFR;2+j4z{Kj%11wkO#>`N7xBi|)geE=#y$8KDuiXUm|c=5P|U-&0-pdI>y=
z>isS9=;jZ7zG}CWI8VFfA2ea{h{#>zk3c>oWF8WAth7qENLk}MiF(!P#Qjv6+U3I(
zGd^o&BmCE`h-a?`6s*p^T4Vl%ng9AzR;z~1hgE$}uOZo=ZBQP|m1WvUmc*afS+IEW
z%Y{XZuT$UptLQgOYOOx{{qX#{yThv`an;PJ@sn>H)uC1CFInTC2;Y9|{$M@d;5~aq
z`dil=%W+=f6f`eA1A?C}E%(@?RloSo%!#z37b9FlBbButu_xxgn)t+ykyhlov20tC
z(H?Kwn;KL7Gnq-%pBvpLm0Tx$R%7mYf*Qhuq=qp&_8)-OyE=oj&U}wv-uQi1{=NA>
zN4Lz>ty`tMA#TK{jST&?)n6(n+;SSZ)_abY@x{%PTsJaL57OP;`tE||qF1l!YYYqv
zAAbs^rXR@Pmww>XiRZV+u}hzX)IF|SN-Z`I*cDbe_(B}5Vewb<=naLp7j8MQ&zzUr
ze5CnE!ttX4Q|zvJesDQ!ALX(7?1H5;f8>0N{kB3vb=-G0KIh21x%QqiS3Mt=!KA~U
z4x7fVtg(-K#Xd23<FOl?w;oqg9$l<C$#woJ<ax}O%C~FdcNYD4l2p1s^^|=@QPWqu
zHudP>Yc^R&O})sj3w1*Lrj|#w3|O3Ec6;#M#IYQM^67PE2f|`~caI@O4Bl0o``TjM
z1YY&2rdvy<>sDsBMw-ul|8}Dwc}k|{Jspql-aPAXYrHmIn{T|K=7zfc(`w!8&#DEj
z_D}EbZQNgVJV4KG+o5T0<2+gnS6*klnJSClo_!nIb~yFGpx|>)bH;htJs6T#lDIEX
zmdL#APahzuyqud}QNs%_y!pXpw%?eY*)K%2vI)c&ri*Xx%b)(}m<4HiUZ22wvww^;
z7OTeYJ8^X5%fa>H5oInjmPZ%Zoz)%EFm!C((qMy~)rk4^FV|GAPgrbT&TiZN6r7Vg
zWb*y8R>2u&`g(^qg1SJ5ch<t<sIPsA7l#B@FD{=(S07U3RM&4%R9?we`@s5vI}%?s
zy0`6rP`a{_T9E8@XX2119auLjMm?Z-;M4bL_3(=ey%sFGUvOrhWOl&!_;mp<=uL6O
zE8efyTCnt+?D2xv+gj4waw6Tu1~r^>C-k{z(X_!#PtICWY}M{z@qcB&`k9t{&pr)o
zSx=u_HOJ83(!ldwu<oAHX|x}~&NCv9{MerTvZdKMBEx6lz;#P6N8Pz|S=cwuJoaGi
z#0M3caK_ouc~5T~%J&G8p*gQV-y0DH7aHwWPx#AXSS{b7Kf6!-mfIpPEziSF3z5up
ztp_)Erw-84;SKcM{m^euWieUVXw&iGdA5*Ya6-(s6_qMQ5$pCJOzNjRE|*q2b>!TK
ze6kum#l|c7O<&JPuw~Bh1C)ddx2LI|{VZ+B;goIA-tKR6WaM7G3nmjHOoJ1XeJ2Sh
zeXAZBO>DhTHU9a_(ZdoCjE}u?HEh3*LuSbE<uf0QHOijSxciOy=I7Z0t%gq=cv-q&
z(WYyvvb%G1&)ln}e7tL@@>z5B7Q2F!ykT{BZ=tDnhX{s-Z@0K?%(^}8zVYdY1GaB}
z;(Jy!db6!h<B`!uk4|RByz#Brdq4O`Y3Wa;JPWh((MW;++R`;wlpkkG#-Aw&IeI1c
z@%+#R&FmNDEsog+TwlRyG?#zU>B*tgH-db__YFC=q=|du^4HwiA-g`we}I>Zpkm&Q
z@#XWK1X7#i0IANch13385M&%XzmnQqt+IQ)UqZAvPe0mwuf}O&OgZ_~jZ3K$zeo6J
zXs-1>aWg%`>+U_b08OuD7jjR#$F3iI%D9-!bs4p1b%we_(Dm~RB%9BzZo6Zxle|Ca
z$x@x|rglXO-83|(1<Z3=?~`>1Hd-5Y<I-znWquO^FWbNzHt*FXgB$5I#*=&(zY5w`
zpU~+#yLRtPtzN<L&4hQ>wP;+~Xy!U^`%s<B9F+5J4`-T|?idHM*4byXvPxcY>|pAG
zdv~7X2$DX1v3|Be-}B~)Kr6>1@uDH?o*KP<<*K_ia{s<9wMuA|(v=0_7lhnJZ}Lj+
zwW;~K^gZV{{QTM%59ZBGik@&7dHFqhRIFw7#!ZJ?4}KoMsOfI)8S7_8#U)go<A234
ze^AXr?%$`@=kb!56sqSl=|SdZYHR3$qr78Gb-o*aBfpBe=NGjqT&+f}aAI5PC-jv{
zaZ_x~0Oi<{*y!RDv1YLbYR*HW20T-{6-)8DSyOjMnW}S=SIGR%kGhg&5K4G*@<Eml
zf66KQJp25$<^7^(G%$*v#j=VI#-4~J#g0-d9k4QXVyt;_*#O_z)Y>y=66f1_2M?J3
zgAyE^yZ!0mtVKCF>w^#YG7o#Y9}W)A+dgk!Rz~oYj0L&3?nvuR>c@m`PtAS9J2Nlw
z?IV4j@vR)*_6++m_upyi>o>vbG!Or|X~A)#O~x03;J7>9g|n~P>cywQvD#CcY$B8W
zrXLnw8b8)yqIp3HJ6da;>ZM~k=S;US#;hvHSXS7WTf6H0S*K#@H08}7n)*NdD|dfZ
z{_>NP9d@93;8&8}dp`laLg(DbpH`L2e7~-LbkKC=`<vqT6L^EB?DaetI*y~|bim+k
zgYDF&=Q^5RVe1N7pP3p=+P&+iR&#n~#ui8YB64f$x76+WYSZpdYWg85Pbmydek|$x
zow(z9=IyMUO!w5?zns**JuJ(aRkCZ}g;n=_zLI||*H(^9&@COJG~0OnSv%IXY$-9F
zM0~cxxAIntK7Gk%KapDXt7Rz$nXIOSAv1Fe951Z(fAe$rhP$q+i3{CgT)(B<p1jvi
zHS@xPoR2rQ%HFCMYB~s7XN;7b(z|f^)acc1;oru=FW)p5PB7Xz{g{48gUYSF-m1|r
zFMe>)FZ5`wp~g7KZhv{`R(tl!vO#SlM5G@ldq=L_>Iv=X_x3#Y?+XBUkw+fqb<|)G
zgl2@GbYl@G;EyuY@^nA>x9NTa&k-mTJn$M&dt8Z!)*aQMt`zZHreo)mG>P05wVTd}
z0F{{#5b643VXT?K$8&`S5RYSKFo(i~nIbE05N}qLnCl+p<iU;#VKX=eGt3F5Ggw%*
z)F^@_G6L}~cu0{z;F;5Gf|Z-2?F4K<gh@oGC=?W_pombuKw=VMW`Kj3fNQLoXaM0u
zq#<SobD1uXR4C+!@IZ~$m|=_<A*5+gfEYXsgbT$X5J*xPfGNeC024P5R?8;@cV-4b
zQmM#<NDL1THx4Hm3&nv%ER{=yQ6h>Ofe}WMNP(0UVI+`D1nc35@aA@c2_(iiPR5}8
zMC8pSf}|0#W1)@*6RcW;EzI&4%A{rnG8vC!!sU`^{xFSf#GwRGjSz&(F@nLzh|8f-
zxl|H^%^{;5%K>@+em&3u79;^afGZPF+2+XDT(Oyfor@!67bKKO<vAFLVGL6Zi0$P6
zTUY_v{2nVH&~`SMf-xpckXs0d1eGeTISL~rBbaOiQ#=sF1cgmt@>Ccxfnif(kC8z5
z0MrWnzZ>xXZ~g#OVWa}6Q0xIz!rW63A`pfPEI{%N<RY-*nS4DQsC|qn5tEPtZ~kp=
zu|!PfKl3Xz6jNwyoQbuNEyL1;_SXL!b@{g?%wcyTERu=&xNUIQM6NuADFH%80LC1)
zNdQ(40-DY0;xG|tq=C69=mfb>KGz(#JPW>5e!=HqmSn<b2?EUwB8)iP0G5m|H2{*r
zM|0%T;PcGo7dRZTYp&nO3U30I4a7$5^c&^`=wJH$dlPjzOORbNGYH3AA-L*Mbm_`w
zc38FH?~EF31Go|cmBy^Z&>9#OLW0RK1wl|4w=M%1HUPtb75?Lh&f;B!m>WO<WqShV
zj^rOKCjtr&0g${6VZhkw1lR`>w6~!&ga*>*-P#a37}(WDfzWn%Is+u<dyHiu*pAcz
zPlrHl1HVHUWKdV@?2xz7QS4<3?9+(=!a%XwO1CzYLScY}QMWdPL8bPFrDK)bZsSl2
z70Y;bYXkcNwI||W09M!SHV&pzdocr(OHT%YwqCTM02m~Py3L286s%^}qm9%XXB5Ti
zLp{cU5^>Kqn9Ar$8w%5~I$d{Im`3TjE=Y*|W<ENW{_TJTF9?Cc0)7jKVf2~-ruC8v
z3Nw0RguuNqLg3$EM5QULj<1U%K>xciYHve9st>>H(i)hKy{(0Py4vV~7d_elV`)9<
zKoK$)Gj)SSQJCI)T`DM(^&CgXiZ(r9X^Q58ccKUdd*Q76I0UG5?=}X=GIt+GLO?yU
zM;k)#Ej^S9_ku-fy{rVK&?pMLl8RX%Ehz>su7MX9cu}CPK!L#fcS4Xe#d4dVmVgy+
z05h<cuk5WMA5#>ypj%iX2*n1mC6lQ%x+TSiMnzz2TT7td7PjX9c?ACIoJ0y<-N4-x
PN+ZEAK~K-d*_QA>9PK<(

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-reg.xml
new file mode 100644
index 00000000..be2f68d0
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-reg.xml
@@ -0,0 +1,230 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-009-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='71' subinstr-id='2'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='126' subinstr-id='4'/>
+         <instruction instr-id='126' subinstr-id='6'/>
+         <instruction instr-id='126' subinstr-id='10'/>
+         <instruction instr-id='126' subinstr-id='12'/>
+         <instruction instr-id='126' subinstr-id='14'/>
+         <instruction instr-id='126' subinstr-id='16'/>
+         <instruction instr-id='126' subinstr-id='18'/>
+         <instruction instr-id='126' subinstr-id='24'/>
+         <instruction instr-id='126' subinstr-id='26'/>
+         <instruction instr-id='126' subinstr-id='28'/>
+         <instruction instr-id='126' subinstr-id='32'/>
+         <instruction instr-id='126' subinstr-id='34'/>
+         <instruction instr-id='126' subinstr-id='36'/>
+         <instruction instr-id='126' subinstr-id='38'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='8'/>
+         <instruction instr-id='150' subinstr-id='10'/>
+         <instruction instr-id='150' subinstr-id='12'/>
+         <instruction instr-id='150' subinstr-id='14'/>
+         <instruction instr-id='150' subinstr-id='18'/>
+         <instruction instr-id='150' subinstr-id='20'/>
+         <instruction instr-id='150' subinstr-id='22'/>
+         <instruction instr-id='150' subinstr-id='24'/>
+         <instruction instr-id='150' subinstr-id='26'/>
+         <instruction instr-id='150' subinstr-id='30'/>
+         <instruction instr-id='150' subinstr-id='34'/>
+         <instruction instr-id='150' subinstr-id='38'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='181' subinstr-id='10'/>
+         <instruction instr-id='181' subinstr-id='14'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='241' subinstr-id='2'/>
+         <instruction instr-id='241' subinstr-id='4'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='246' subinstr-id='6'/>
+         <instruction instr-id='246' subinstr-id='8'/>
+         <instruction instr-id='246' subinstr-id='10'/>
+         <instruction instr-id='246' subinstr-id='14'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='6'/>
+         <instruction instr-id='277' subinstr-id='8'/>
+         <instruction instr-id='277' subinstr-id='10'/>
+         <instruction instr-id='277' subinstr-id='14'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='303' subinstr-id='2'/>
+         <instruction instr-id='303' subinstr-id='4'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='14'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='339' subinstr-id='4'/>
+         <instruction instr-id='339' subinstr-id='6'/>
+         <instruction instr-id='365'/>
+         <instruction instr-id='365' subinstr-id='2'/>
+         <instruction instr-id='365' subinstr-id='4'/>
+         <instruction instr-id='370'/>
+         <instruction instr-id='370' subinstr-id='6'/>
+         <instruction instr-id='370' subinstr-id='8'/>
+         <instruction instr-id='370' subinstr-id='10'/>
+         <instruction instr-id='370' subinstr-id='14'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='396' subinstr-id='2'/>
+         <instruction instr-id='396' subinstr-id='4'/>
+         <instruction instr-id='396' subinstr-id='6'/>
+         <instruction instr-id='396' subinstr-id='8'/>
+         <instruction instr-id='396' subinstr-id='10'/>
+         <instruction instr-id='401'/>
+         <instruction instr-id='401' subinstr-id='6'/>
+         <instruction instr-id='401' subinstr-id='8'/>
+         <instruction instr-id='401' subinstr-id='10'/>
+         <instruction instr-id='401' subinstr-id='14'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='426' subinstr-id='2'/>
+         <instruction instr-id='426' subinstr-id='4'/>
+         <instruction instr-id='426' subinstr-id='6'/>
+         <instruction instr-id='431'/>
+         <instruction instr-id='431' subinstr-id='4'/>
+         <instruction instr-id='431' subinstr-id='6'/>
+         <instruction instr-id='457'/>
+         <instruction instr-id='457' subinstr-id='2'/>
+         <instruction instr-id='457' subinstr-id='4'/>
+         <instruction instr-id='457' subinstr-id='6'/>
+         <instruction instr-id='457' subinstr-id='8'/>
+         <instruction instr-id='457' subinstr-id='10'/>
+         <instruction instr-id='462'/>
+         <instruction instr-id='462' subinstr-id='4'/>
+         <instruction instr-id='462' subinstr-id='6'/>
+         <instruction instr-id='462' subinstr-id='8'/>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='487' subinstr-id='4'/>
+         <instruction instr-id='487' subinstr-id='6'/>
+         <instruction instr-id='487' subinstr-id='8'/>
+         <instruction instr-id='487' subinstr-id='10'/>
+         <instruction instr-id='487' subinstr-id='12'/>
+         <instruction instr-id='492'/>
+         <instruction instr-id='492' subinstr-id='6'/>
+         <instruction instr-id='492' subinstr-id='8'/>
+         <instruction instr-id='492' subinstr-id='10'/>
+         <instruction instr-id='492' subinstr-id='14'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='4'/>
+         <instruction instr-id='522' subinstr-id='6'/>
+         <instruction instr-id='548'/>
+         <instruction instr-id='548' subinstr-id='2'/>
+         <instruction instr-id='548' subinstr-id='4'/>
+         <instruction instr-id='548' subinstr-id='6'/>
+         <instruction instr-id='548' subinstr-id='8'/>
+         <instruction instr-id='548' subinstr-id='10'/>
+         <instruction instr-id='548' subinstr-id='12'/>
+         <instruction instr-id='553'/>
+         <instruction instr-id='553' subinstr-id='6'/>
+         <instruction instr-id='553' subinstr-id='8'/>
+         <instruction instr-id='553' subinstr-id='10'/>
+         <instruction instr-id='553' subinstr-id='14'/>
+         <instruction instr-id='579'/>
+         <instruction instr-id='579' subinstr-id='2'/>
+         <instruction instr-id='579' subinstr-id='4'/>
+         <instruction instr-id='579' subinstr-id='6'/>
+         <instruction instr-id='579' subinstr-id='8'/>
+         <instruction instr-id='579' subinstr-id='10'/>
+         <instruction instr-id='579' subinstr-id='12'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='6'/>
+         <instruction instr-id='609'/>
+         <instruction instr-id='609' subinstr-id='2'/>
+         <instruction instr-id='609' subinstr-id='4'/>
+         <instruction instr-id='614'/>
+         <instruction instr-id='614' subinstr-id='8'/>
+         <instruction instr-id='614' subinstr-id='12'/>
+         <instruction instr-id='640'/>
+         <instruction instr-id='640' subinstr-id='2'/>
+         <instruction instr-id='640' subinstr-id='4'/>
+         <instruction instr-id='640' subinstr-id='6'/>
+         <instruction instr-id='640' subinstr-id='8'/>
+         <instruction instr-id='640' subinstr-id='10'/>
+         <instruction instr-id='640' subinstr-id='12'/>
+         <instruction instr-id='640' subinstr-id='14'/>
+         <instruction instr-id='645'/>
+         <instruction instr-id='645' subinstr-id='6'/>
+         <instruction instr-id='645' subinstr-id='8'/>
+         <instruction instr-id='645' subinstr-id='10'/>
+         <instruction instr-id='645' subinstr-id='14'/>
+         <instruction instr-id='670'/>
+         <instruction instr-id='670' subinstr-id='2'/>
+         <instruction instr-id='670' subinstr-id='4'/>
+         <instruction instr-id='670' subinstr-id='6'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='675' subinstr-id='6'/>
+         <instruction instr-id='675' subinstr-id='8'/>
+         <instruction instr-id='675' subinstr-id='10'/>
+         <instruction instr-id='675' subinstr-id='14'/>
+         <instruction instr-id='700'/>
+         <instruction instr-id='700' subinstr-id='2'/>
+         <instruction instr-id='700' subinstr-id='4'/>
+         <instruction instr-id='700' subinstr-id='6'/>
+         <instruction instr-id='700' subinstr-id='8'/>
+         <instruction instr-id='700' subinstr-id='10'/>
+         <instruction instr-id='705'/>
+         <instruction instr-id='705' subinstr-id='4'/>
+         <instruction instr-id='705' subinstr-id='6'/>
+         <instruction instr-id='731'/>
+         <instruction instr-id='731' subinstr-id='2'/>
+         <instruction instr-id='731' subinstr-id='4'/>
+         <instruction instr-id='731' subinstr-id='6'/>
+         <instruction instr-id='731' subinstr-id='8'/>
+         <instruction instr-id='731' subinstr-id='10'/>
+         <instruction instr-id='731' subinstr-id='12'/>
+         <instruction instr-id='731' subinstr-id='14'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='736' subinstr-id='4'/>
+         <instruction instr-id='736' subinstr-id='6'/>
+         <instruction instr-id='762'/>
+         <instruction instr-id='762' subinstr-id='2'/>
+         <instruction instr-id='762' subinstr-id='4'/>
+         <instruction instr-id='762' subinstr-id='6'/>
+         <instruction instr-id='762' subinstr-id='8'/>
+         <instruction instr-id='765'/>
+         <instruction instr-id='765' subinstr-id='8'/>
+         <instruction instr-id='765' subinstr-id='10'/>
+         <instruction instr-id='765' subinstr-id='14'/>
+         <instruction instr-id='791'/>
+         <instruction instr-id='791' subinstr-id='2'/>
+         <instruction instr-id='791' subinstr-id='4'/>
+         <instruction instr-id='791' subinstr-id='6'/>
+         <instruction instr-id='791' subinstr-id='8'/>
+         <instruction instr-id='791' subinstr-id='10'/>
+         <instruction instr-id='791' subinstr-id='12'/>
+         <instruction instr-id='796'/>
+         <instruction instr-id='796' subinstr-id='4'/>
+         <instruction instr-id='796' subinstr-id='6'/>
+         <instruction instr-id='822'/>
+         <instruction instr-id='822' subinstr-id='2'/>
+         <instruction instr-id='822' subinstr-id='4'/>
+         <instruction instr-id='822' subinstr-id='6'/>
+         <instruction instr-id='822' subinstr-id='10'/>
+         <instruction instr-id='822' subinstr-id='14'/>
+         <instruction instr-id='822' subinstr-id='18'/>
+         <instruction instr-id='822' subinstr-id='20'/>
+         <instruction instr-id='822' subinstr-id='22'/>
+         <instruction instr-id='822' subinstr-id='26'/>
+         <bounding-box x1='71' y1='372' x2='502' y2='651'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-str.xml
new file mode 100644
index 00000000..d0659680
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009-str.xml
@@ -0,0 +1,668 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-009-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='104' y1='620' x2='159' y2='628'/>
+            <content>Cost Category</content>
+            <instruction instr-id='150' subinstr-id='0'/>
+            <instruction instr-id='150' subinstr-id='2'/>
+            <instruction instr-id='150' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='197' y1='620' x2='241' y2='640'/>
+            <content>Total Costs
+All Funds</content>
+            <instruction instr-id='126' subinstr-id='0'/>
+            <instruction instr-id='126' subinstr-id='2'/>
+            <instruction instr-id='126' subinstr-id='4'/>
+            <instruction instr-id='126' subinstr-id='6'/>
+            <instruction instr-id='150' subinstr-id='8'/>
+            <instruction instr-id='150' subinstr-id='10'/>
+            <instruction instr-id='150' subinstr-id='12'/>
+            <instruction instr-id='150' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='249' y1='620' x2='300' y2='651'/>
+            <content>Less:
+Exclusions &amp;
+Unallowables</content>
+            <instruction instr-id='71' subinstr-id='2'/>
+            <instruction instr-id='126' subinstr-id='10'/>
+            <instruction instr-id='126' subinstr-id='12'/>
+            <instruction instr-id='150' subinstr-id='18'/>
+            <instruction instr-id='150' subinstr-id='20'/>
+            <instruction instr-id='150' subinstr-id='22'/>
+            <instruction instr-id='150' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='312' y1='620' x2='341' y2='640'/>
+            <content>Indirect
+Costs</content>
+            <instruction instr-id='126' subinstr-id='14'/>
+            <instruction instr-id='126' subinstr-id='16'/>
+            <instruction instr-id='126' subinstr-id='18'/>
+            <instruction instr-id='150' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='4'>
+            <bounding-box x1='354' y1='620' x2='398' y2='640'/>
+            <content>Total Direct
+Costs</content>
+            <instruction instr-id='126' subinstr-id='24'/>
+            <instruction instr-id='126' subinstr-id='26'/>
+            <instruction instr-id='150' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='5'>
+            <bounding-box x1='410' y1='620' x2='442' y2='640'/>
+            <content>Federal
+Program</content>
+            <instruction instr-id='126' subinstr-id='28'/>
+            <instruction instr-id='150' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='6'>
+            <bounding-box x1='453' y1='620' x2='502' y2='640'/>
+            <content>Non-Federal
+Programs (3)</content>
+            <instruction instr-id='126' subinstr-id='32'/>
+            <instruction instr-id='126' subinstr-id='34'/>
+            <instruction instr-id='126' subinstr-id='36'/>
+            <instruction instr-id='126' subinstr-id='38'/>
+            <instruction instr-id='150' subinstr-id='38'/>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='71' y1='607' x2='114' y2='615'/>
+            <content>Salaries (a)</content>
+            <instruction instr-id='178' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='203' y1='607' x2='239' y2='615'/>
+            <content>1,314,000</content>
+            <instruction instr-id='181' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='315' y1='607' x2='344' y2='615'/>
+            <content>373,250</content>
+            <instruction instr-id='181' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4'>
+            <bounding-box x1='368' y1='607' x2='397' y2='615'/>
+            <content>940,750</content>
+            <instruction instr-id='181' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5'>
+            <bounding-box x1='415' y1='607' x2='444' y2='615'/>
+            <content>141,000</content>
+            <instruction instr-id='181' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6'>
+            <bounding-box x1='467' y1='607' x2='496' y2='615'/>
+            <content>799,750</content>
+            <instruction instr-id='181' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='71' y1='596' x2='142' y2='604'/>
+            <content>Fringe Benefits (b)</content>
+            <instruction instr-id='241' subinstr-id='0'/>
+            <instruction instr-id='241' subinstr-id='2'/>
+            <instruction instr-id='241' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='210' y1='596' x2='239' y2='604'/>
+            <content>352,000</content>
+            <instruction instr-id='246' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='320' y1='596' x2='344' y2='604'/>
+            <content>99,988</content>
+            <instruction instr-id='246' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='368' y1='596' x2='397' y2='604'/>
+            <content>252,012</content>
+            <instruction instr-id='246' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5'>
+            <bounding-box x1='419' y1='596' x2='444' y2='604'/>
+            <content>37,772</content>
+            <instruction instr-id='246' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6'>
+            <bounding-box x1='467' y1='596' x2='496' y2='604'/>
+            <content>214,240</content>
+            <instruction instr-id='246' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='71' y1='584' x2='148' y2='592'/>
+            <content>Consultant Services</content>
+            <instruction instr-id='272' subinstr-id='0'/>
+            <instruction instr-id='272' subinstr-id='2'/>
+            <instruction instr-id='272' subinstr-id='4'/>
+            <instruction instr-id='272' subinstr-id='6'/>
+            <instruction instr-id='272' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='214' y1='584' x2='239' y2='592'/>
+            <content>26,000</content>
+            <instruction instr-id='277' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='320' y1='584' x2='344' y2='592'/>
+            <content>14,000</content>
+            <instruction instr-id='277' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='372' y1='584' x2='397' y2='592'/>
+            <content>12,000</content>
+            <instruction instr-id='277' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5'>
+            <bounding-box x1='424' y1='584' x2='444' y2='592'/>
+            <content>1,800</content>
+            <instruction instr-id='277' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6'>
+            <bounding-box x1='472' y1='584' x2='496' y2='592'/>
+            <content>10,200</content>
+            <instruction instr-id='277' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='71' y1='572' x2='115' y2='580'/>
+            <content>Staff Travel</content>
+            <instruction instr-id='303' subinstr-id='0'/>
+            <instruction instr-id='303' subinstr-id='2'/>
+            <instruction instr-id='303' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='214' y1='572' x2='239' y2='580'/>
+            <content>94,000</content>
+            <instruction instr-id='308' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='320' y1='572' x2='344' y2='580'/>
+            <content>20,000</content>
+            <instruction instr-id='308' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4'>
+            <bounding-box x1='372' y1='572' x2='397' y2='580'/>
+            <content>74,000</content>
+            <instruction instr-id='308' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5'>
+            <bounding-box x1='419' y1='572' x2='444' y2='580'/>
+            <content>11,100</content>
+            <instruction instr-id='308' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6'>
+            <bounding-box x1='472' y1='572' x2='496' y2='580'/>
+            <content>62,900</content>
+            <instruction instr-id='308' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='71' y1='560' x2='111' y2='568'/>
+            <content>Bad Debts</content>
+            <instruction instr-id='334' subinstr-id='0'/>
+            <instruction instr-id='334' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='214' y1='560' x2='239' y2='568'/>
+            <content>10,000</content>
+            <instruction instr-id='339' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='265' y1='560' x2='304' y2='568'/>
+            <content>10,000 (1)</content>
+            <instruction instr-id='339' subinstr-id='4'/>
+            <instruction instr-id='339' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='71' y1='549' x2='114' y2='557'/>
+            <content>Office Rent</content>
+            <instruction instr-id='365' subinstr-id='0'/>
+            <instruction instr-id='365' subinstr-id='2'/>
+            <instruction instr-id='365' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='210' y1='549' x2='239' y2='557'/>
+            <content>170,000</content>
+            <instruction instr-id='370' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='315' y1='549' x2='344' y2='557'/>
+            <content>170,000</content>
+            <instruction instr-id='370' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4'>
+            <bounding-box x1='368' y1='549' x2='397' y2='557'/>
+            <content>150,000</content>
+            <instruction instr-id='370' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5'>
+            <bounding-box x1='419' y1='549' x2='444' y2='557'/>
+            <content>22,500</content>
+            <instruction instr-id='370' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6'>
+            <bounding-box x1='467' y1='549' x2='496' y2='557'/>
+            <content>127,500</content>
+            <instruction instr-id='370' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='71' y1='537' x2='155' y2='545'/>
+            <content>Consumable Supplies</content>
+            <instruction instr-id='396' subinstr-id='0'/>
+            <instruction instr-id='396' subinstr-id='2'/>
+            <instruction instr-id='396' subinstr-id='4'/>
+            <instruction instr-id='396' subinstr-id='6'/>
+            <instruction instr-id='396' subinstr-id='8'/>
+            <instruction instr-id='396' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='210' y1='537' x2='239' y2='545'/>
+            <content>161,000</content>
+            <instruction instr-id='401' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3'>
+            <bounding-box x1='320' y1='537' x2='344' y2='545'/>
+            <content>11,000</content>
+            <instruction instr-id='401' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4'>
+            <bounding-box x1='372' y1='537' x2='397' y2='545'/>
+            <content>68,000</content>
+            <instruction instr-id='401' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5'>
+            <bounding-box x1='419' y1='537' x2='444' y2='545'/>
+            <content>10,200</content>
+            <instruction instr-id='401' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6'>
+            <bounding-box x1='472' y1='537' x2='496' y2='545'/>
+            <content>57,800</content>
+            <instruction instr-id='401' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='71' y1='525' x2='122' y2='533'/>
+            <content>Subcontracts</content>
+            <instruction instr-id='426' subinstr-id='0'/>
+            <instruction instr-id='426' subinstr-id='2'/>
+            <instruction instr-id='426' subinstr-id='4'/>
+            <instruction instr-id='426' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='210' y1='525' x2='239' y2='533'/>
+            <content>175,000</content>
+            <instruction instr-id='431' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2'>
+            <bounding-box x1='261' y1='525' x2='304' y2='533'/>
+            <content>107,000 (2)</content>
+            <instruction instr-id='431' subinstr-id='4'/>
+            <instruction instr-id='431' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='71' y1='513' x2='178' y2='521'/>
+            <content>Purchase, Equipment Lease</content>
+            <instruction instr-id='457' subinstr-id='0'/>
+            <instruction instr-id='457' subinstr-id='2'/>
+            <instruction instr-id='457' subinstr-id='4'/>
+            <instruction instr-id='457' subinstr-id='6'/>
+            <instruction instr-id='457' subinstr-id='8'/>
+            <instruction instr-id='457' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='214' y1='513' x2='239' y2='521'/>
+            <content>82,000</content>
+            <instruction instr-id='462' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2'>
+            <bounding-box x1='265' y1='513' x2='304' y2='521'/>
+            <content>22,100 (2)</content>
+            <instruction instr-id='462' subinstr-id='4'/>
+            <instruction instr-id='462' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3'>
+            <bounding-box x1='320' y1='513' x2='344' y2='521'/>
+            <content>59,900</content>
+            <instruction instr-id='462' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='71' y1='502' x2='111' y2='510'/>
+            <content>Telephone</content>
+            <instruction instr-id='487' subinstr-id='0'/>
+            <instruction instr-id='487' subinstr-id='2'/>
+            <instruction instr-id='487' subinstr-id='4'/>
+            <instruction instr-id='487' subinstr-id='6'/>
+            <instruction instr-id='487' subinstr-id='8'/>
+            <instruction instr-id='487' subinstr-id='10'/>
+            <instruction instr-id='487' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='210' y1='502' x2='239' y2='510'/>
+            <content>109,400</content>
+            <instruction instr-id='492' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3'>
+            <bounding-box x1='320' y1='502' x2='344' y2='510'/>
+            <content>55,000</content>
+            <instruction instr-id='492' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4'>
+            <bounding-box x1='372' y1='502' x2='397' y2='510'/>
+            <content>54,400</content>
+            <instruction instr-id='492' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5'>
+            <bounding-box x1='424' y1='502' x2='444' y2='510'/>
+            <content>8,200</content>
+            <instruction instr-id='492' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6'>
+            <bounding-box x1='472' y1='502' x2='496' y2='510'/>
+            <content>46,200</content>
+            <instruction instr-id='492' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='71' y1='490' x2='125' y2='498'/>
+            <content>Entertainment</content>
+            <instruction instr-id='517' subinstr-id='0'/>
+            <instruction instr-id='517' subinstr-id='2'/>
+            <instruction instr-id='517' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='219' y1='490' x2='239' y2='498'/>
+            <content>1,800</content>
+            <instruction instr-id='522' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2'>
+            <bounding-box x1='269' y1='490' x2='304' y2='498'/>
+            <content>1,800 (1)</content>
+            <instruction instr-id='522' subinstr-id='4'/>
+            <instruction instr-id='522' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='71' y1='478' x2='163' y2='486'/>
+            <content>Printing &amp; Reproduction</content>
+            <instruction instr-id='548' subinstr-id='0'/>
+            <instruction instr-id='548' subinstr-id='2'/>
+            <instruction instr-id='548' subinstr-id='4'/>
+            <instruction instr-id='548' subinstr-id='6'/>
+            <instruction instr-id='548' subinstr-id='8'/>
+            <instruction instr-id='548' subinstr-id='10'/>
+            <instruction instr-id='548' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1'>
+            <bounding-box x1='214' y1='478' x2='239' y2='486'/>
+            <content>48,000</content>
+            <instruction instr-id='553' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3'>
+            <bounding-box x1='320' y1='478' x2='344' y2='486'/>
+            <content>11,000</content>
+            <instruction instr-id='553' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4'>
+            <bounding-box x1='372' y1='478' x2='397' y2='486'/>
+            <content>37,000</content>
+            <instruction instr-id='553' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5'>
+            <bounding-box x1='424' y1='478' x2='444' y2='486'/>
+            <content>5,500</content>
+            <instruction instr-id='553' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6'>
+            <bounding-box x1='472' y1='478' x2='496' y2='486'/>
+            <content>31,500</content>
+            <instruction instr-id='553' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='71' y1='466' x2='160' y2='474'/>
+            <content>Insurance and Bonding</content>
+            <instruction instr-id='579' subinstr-id='0'/>
+            <instruction instr-id='579' subinstr-id='2'/>
+            <instruction instr-id='579' subinstr-id='4'/>
+            <instruction instr-id='579' subinstr-id='6'/>
+            <instruction instr-id='579' subinstr-id='8'/>
+            <instruction instr-id='579' subinstr-id='10'/>
+            <instruction instr-id='579' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1'>
+            <bounding-box x1='214' y1='466' x2='239' y2='474'/>
+            <content>42,000</content>
+            <instruction instr-id='584' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3'>
+            <bounding-box x1='320' y1='466' x2='344' y2='474'/>
+            <content>42,000</content>
+            <instruction instr-id='584' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='0'>
+            <bounding-box x1='71' y1='455' x2='117' y2='463'/>
+            <content>Fundraising</content>
+            <instruction instr-id='609' subinstr-id='0'/>
+            <instruction instr-id='609' subinstr-id='2'/>
+            <instruction instr-id='609' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1'>
+            <bounding-box x1='210' y1='455' x2='239' y2='463'/>
+            <content>120,000</content>
+            <instruction instr-id='614' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4'>
+            <bounding-box x1='368' y1='455' x2='397' y2='463'/>
+            <content>120,000</content>
+            <instruction instr-id='614' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6'>
+            <bounding-box x1='467' y1='455' x2='496' y2='463'/>
+            <content>120,000</content>
+            <instruction instr-id='614' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='0'>
+            <bounding-box x1='71' y1='443' x2='152' y2='451'/>
+            <content>Postage and Delivery</content>
+            <instruction instr-id='640' subinstr-id='0'/>
+            <instruction instr-id='640' subinstr-id='2'/>
+            <instruction instr-id='640' subinstr-id='4'/>
+            <instruction instr-id='640' subinstr-id='6'/>
+            <instruction instr-id='640' subinstr-id='8'/>
+            <instruction instr-id='640' subinstr-id='10'/>
+            <instruction instr-id='640' subinstr-id='12'/>
+            <instruction instr-id='640' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1'>
+            <bounding-box x1='214' y1='443' x2='239' y2='451'/>
+            <content>34,000</content>
+            <instruction instr-id='645' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3'>
+            <bounding-box x1='324' y1='443' x2='344' y2='451'/>
+            <content>5,100</content>
+            <instruction instr-id='645' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4'>
+            <bounding-box x1='372' y1='443' x2='397' y2='451'/>
+            <content>28,900</content>
+            <instruction instr-id='645' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5'>
+            <bounding-box x1='424' y1='443' x2='444' y2='451'/>
+            <content>4,300</content>
+            <instruction instr-id='645' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6'>
+            <bounding-box x1='472' y1='443' x2='496' y2='451'/>
+            <content>24,600</content>
+            <instruction instr-id='645' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='0'>
+            <bounding-box x1='71' y1='431' x2='120' y2='439'/>
+            <content>Depreciation</content>
+            <instruction instr-id='670' subinstr-id='0'/>
+            <instruction instr-id='670' subinstr-id='2'/>
+            <instruction instr-id='670' subinstr-id='4'/>
+            <instruction instr-id='670' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1'>
+            <bounding-box x1='214' y1='431' x2='239' y2='439'/>
+            <content>28,800</content>
+            <instruction instr-id='675' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3'>
+            <bounding-box x1='324' y1='431' x2='344' y2='439'/>
+            <content>8,800</content>
+            <instruction instr-id='675' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4'>
+            <bounding-box x1='372' y1='431' x2='397' y2='439'/>
+            <content>20,000</content>
+            <instruction instr-id='675' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5'>
+            <bounding-box x1='424' y1='431' x2='444' y2='439'/>
+            <content>3,000</content>
+            <instruction instr-id='675' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='6'>
+            <bounding-box x1='472' y1='431' x2='496' y2='439'/>
+            <content>17,000</content>
+            <instruction instr-id='675' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='0'>
+            <bounding-box x1='71' y1='419' x2='115' y2='427'/>
+            <content>Allowances</content>
+            <instruction instr-id='700' subinstr-id='0'/>
+            <instruction instr-id='700' subinstr-id='2'/>
+            <instruction instr-id='700' subinstr-id='4'/>
+            <instruction instr-id='700' subinstr-id='6'/>
+            <instruction instr-id='700' subinstr-id='8'/>
+            <instruction instr-id='700' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1'>
+            <bounding-box x1='210' y1='419' x2='239' y2='427'/>
+            <content>148,000</content>
+            <instruction instr-id='705' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2'>
+            <bounding-box x1='261' y1='419' x2='304' y2='427'/>
+            <content>148,000 (2)</content>
+            <instruction instr-id='705' subinstr-id='4'/>
+            <instruction instr-id='705' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='0'>
+            <bounding-box x1='71' y1='408' x2='159' y2='416'/>
+            <content>Emergency Assistance</content>
+            <instruction instr-id='731' subinstr-id='0'/>
+            <instruction instr-id='731' subinstr-id='2'/>
+            <instruction instr-id='731' subinstr-id='4'/>
+            <instruction instr-id='731' subinstr-id='6'/>
+            <instruction instr-id='731' subinstr-id='8'/>
+            <instruction instr-id='731' subinstr-id='10'/>
+            <instruction instr-id='731' subinstr-id='12'/>
+            <instruction instr-id='731' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1'>
+            <bounding-box x1='214' y1='408' x2='239' y2='416'/>
+            <content>54,000</content>
+            <instruction instr-id='736' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2'>
+            <bounding-box x1='265' y1='408' x2='304' y2='416'/>
+            <content>54,000 (2)</content>
+            <instruction instr-id='736' subinstr-id='4'/>
+            <instruction instr-id='736' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='0'>
+            <bounding-box x1='71' y1='396' x2='140' y2='404'/>
+            <content>Training Materials</content>
+            <instruction instr-id='762' subinstr-id='0'/>
+            <instruction instr-id='762' subinstr-id='2'/>
+            <instruction instr-id='762' subinstr-id='4'/>
+            <instruction instr-id='762' subinstr-id='6'/>
+            <instruction instr-id='762' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1'>
+            <bounding-box x1='214' y1='396' x2='239' y2='404'/>
+            <content>82,000</content>
+            <instruction instr-id='765' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='4'>
+            <bounding-box x1='372' y1='396' x2='397' y2='404'/>
+            <content>82,000</content>
+            <instruction instr-id='765' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='5'>
+            <bounding-box x1='419' y1='396' x2='444' y2='404'/>
+            <content>12,300</content>
+            <instruction instr-id='765' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='6'>
+            <bounding-box x1='472' y1='396' x2='496' y2='404'/>
+            <content>69,700</content>
+            <instruction instr-id='765' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='0'>
+            <bounding-box x1='71' y1='384' x2='170' y2='392'/>
+            <content>Participant Support Costs</content>
+            <instruction instr-id='791' subinstr-id='0'/>
+            <instruction instr-id='791' subinstr-id='2'/>
+            <instruction instr-id='791' subinstr-id='4'/>
+            <instruction instr-id='791' subinstr-id='6'/>
+            <instruction instr-id='791' subinstr-id='8'/>
+            <instruction instr-id='791' subinstr-id='10'/>
+            <instruction instr-id='791' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1'>
+            <bounding-box x1='214' y1='384' x2='239' y2='392'/>
+            <content>36,000</content>
+            <instruction instr-id='796' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2'>
+            <bounding-box x1='267' y1='384' x2='304' y2='392'/>
+            <content>36,000 (2)</content>
+            <instruction instr-id='796' subinstr-id='4'/>
+            <instruction instr-id='796' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='0'>
+            <bounding-box x1='76' y1='372' x2='119' y2='380'/>
+            <content>Total Costs</content>
+            <instruction instr-id='822' subinstr-id='0'/>
+            <instruction instr-id='822' subinstr-id='2'/>
+            <instruction instr-id='822' subinstr-id='4'/>
+            <instruction instr-id='822' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1'>
+            <bounding-box x1='203' y1='372' x2='239' y2='380'/>
+            <content>3,088,000</content>
+            <instruction instr-id='822' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2'>
+            <bounding-box x1='268' y1='372' x2='297' y2='380'/>
+            <content>378,900</content>
+            <instruction instr-id='822' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='3'>
+            <bounding-box x1='315' y1='372' x2='344' y2='380'/>
+            <content>870,038</content>
+            <instruction instr-id='822' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='4'>
+            <bounding-box x1='361' y1='372' x2='397' y2='380'/>
+            <content>1,839,062</content>
+            <instruction instr-id='822' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='5'>
+            <bounding-box x1='415' y1='372' x2='444' y2='380'/>
+            <content>257,672</content>
+            <instruction instr-id='822' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='6'>
+            <bounding-box x1='461' y1='372' x2='496' y2='380'/>
+            <content>1,581,390</content>
+            <instruction instr-id='822' subinstr-id='26'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..ea4ab573e5b71a8b864e3f186ee488a797f19a05
GIT binary patch
literal 26723
zcmb5Ub9klA(l;90nb@{%Yhv5BZCfk0HIs=m$;7skiS0~`iE-9E``P>1-}_zfxz4%P
zA9vr~UDZ|9RlmMhRZ}R5OER!9vcpjfpCuN<aS$^TJDS+Q@$)munLAjzSrKyrdsLVt
zt?k^*U5J?^?Tp>b#m!9}&CCS_;auHZ%#H2gymG(ktpL`B0RES?m615e+#-F=OkIiq
z3i;!R7P{Ygc<6Kdg)&XJNSq=mg=QZkewSv8U_tOP_ARSBC^F<|+G!OE7K<TUFbp_F
zkA|<FPhPj@d}4y<j?_<Xw`+*ESTe7cPtpdPn==3v>uQP?S(NVssYrrbTM&qG*b1NM
z(s~Su9K)y)Uz69ExCWWpJ-WYT=->XJY+N&RETzt~fVybY-}of-)9|%+A{`+hp}Xr*
z<y^x(30j}?^|k1+R;=-hB|IWB)&hpvQ0C568Sxd@%hp==7PGl5quatB#udPo(wD%j
zJauSsTRu?8?w4B$9ge$9jOvgDysC-?PvrwCJNqW;Q2hz~s9IGkG5k=`kE!jvg_ac|
ztoAtNv3`97zNXT5g;6tD-lj&1`{Q30!J41cy>26S2R(GB)#|l5y3rwt`sT4r{o%Dg
zTQUgdc;f-kM9PqK0;&Xm4gl`+g=Igni^Fj_jD+B*+e~%9RsG;&*%DGzO+T{?eVe(N
zQ*!pB8)K7|@Ou^FnzVF6el2%XzP$gL-Qj2n54j1D`!rsDVF9meLMC@TjNryMp0GOB
zE48UaCLAkhOIx85VcA(r*m9cvO7v8f7i`-bU%X5Y;`J~&VNy$@+B2_plIz??>{w*$
z2_kdj-+l?R3AXutu-%4I1R`J0jU#xig&{K@H`Btw4A=C^ja~j1K<3eF5jn(V3wiJb
zO3wBo$4A1Tdg;93SGI>(Ky`bhhx_IvSVWrgeN$D5ga55iEoi_N+&x2@0Q>Q>gs~nY
zH%6J$R4BTfD%B>W^(L}OP}giK5vX?$Gso0DvUH19{HixL<ECz(gkz7iUeNV6yTPl{
z<-^t_$hRq#e&Hig9i;vxNSbd1pTnnz!jLf|+#XTa?w{`uiMS@5b!>_;TCNi5(%5uN
zO>tK1zB*n=k=8&kqM?P+N7+Caq3o#8v@Y7hW+XH@RZ+~y&zT??@GXLo(btM88TD<V
z(dg4CFrdaXbRZ25eFJ?U*kGzs(tH+E!NEKIrgSGB>bCR@c7gK%nRKXaNd4vZTpFyB
z1Qy>~+Chx5Sxgor3bXBa#9oG6(1IS#4}g9}kdG=YkX=vat}Q8R<siB3;v|3@M^nrS
zN)C?+YXJ5nqC_z3f^A17rb3r=<bVzMyfT8@Vh=42wKKsJl?i#1|6xJTY|bTSVz&Cp
z*UYStG#u3tv=qF1eE0X|_;2Gah#L>JE0ad5Es#9X7pKB535znlHqsfJ8H9eX(yXw;
z_<9gQFp&}(ON-8%>bUG3UW~yUAN5NmFqw6loy#<pUDZGvuF4b@_+MC$#I_uvx*hD6
zl34wdS9;od+vuS33sResQA9<I(Fjv#5@5evzzE%Og2US42w>fD7(jvT@k(9%BR4Yg
z-zX4ZL2jaAmXI)g1gpY}J0b_6M-S>)KKLQ241&#kcZ5S;pdtjh((yN&8B<2YbOsaH
zLt3LT+g|XJn6@{E+j*l^ra{FZ3YM+6gi@0q>uM;1mNk#8x=wqM!pe}_EOfE$?ucA0
zky!+{>F3bD3&ohfF&gg7@lGfUoqrhyp{`-BVGQb@yL?gBV1?*69)W|Gp~7G}dDV(a
zWW)a=rDS?PGMG!)Pp_Y_DVqU4P|oP%C9fwplkMdY@^fGVR0SQYf-Wq!V<7`3X`UF>
z22Rr}O!aIgY4F=uebvj+;o=Y^i0{E7jw(0)6Un)09g4@-iIb2iu1Zp(i&I&axHU!m
zAPM~gU`g=a2?#fRQ9NerQF7>32?Ih@C+m-NV@3fsyWr$_3u1kg0_@+;FWIIBUnVkb
z5TL*>sb(zd(OD|{K4x6jhJ}NdBxqjX7x>QDKeLkgY8oJvP&22!WD=v~gL&5p_<v56
zPy>S{%=XWI1|iv(kB@@HP|34Uh>7{y0xj2nJ`v8pD-PMjmIWg~cM=WKvw2uBgB)kH
z>#f;4)4Hnub|u2s#Cu7LEv&hQ3!U|F625Reb`XS{)O*MHODNu`i$I3FX^%a`JJO<w
zyuw^uwBQKBB+-Ii<}Ga&5N)!Uc|x7;CB-8U#sco{UtQ@j2}OI5@f!*ZC!I{~bhqoo
zj};<1I)wSUz7;+WA~?RH_%!p95irlvOHmGjLPg7SL=9c9L9Sf*N!k`oM*HX2?MkqG
zZ&8&ITUS#r>6YBO3i82V@*n(URZ$dC`2di_FUc8D)ihKr_;LQB&AZsPog>>j2IM9T
z6%-~6RJ--*7%*Dn+GzFZ^EaAo<%G7FYq(;1$U&ED@^XTe3xmcR>S8wSCnGPs=8ADx
z1uth++KVqoqDcI;WQQo&3nQ^3^ZXmL(DSPMy=7qr$O5JjvUU#hWYx2l+u)$QM^tFT
z*lI!AFo^<CiY28Dugj);w6iY)FbD=jOHqV@DY$6Ql#pQe<xEoh@;XUQTva<Om24n8
zjr?!^nj2dwYXs%vJw{OY?>LQ4;+o2lVA1dw`IEMpd~Y;K&b+X!WK5xP^*pBqPE(E$
zF=;=>#U`FT<isYF_~2HstQn)ttQbouKpDu;3e(Y}jK;M9+v&46XGveIPtc}W4&^`w
z#%&}F!mU21%?uJisXm5CJb^UCmMy@J3^m4(q2b*44SIuQiM>g5K!N6f*1#jIc3r8m
zD#(i7%lGe>SO|aczabE<oTQcvgGEH0Bvpb;b1F*9kc-LSFu>B`BnPGC3J-i90)(Z-
zrCXXxh>AK+*WKLuXKFS`3NJQSkGAvHz&{oqGlle?t(*-Y5LoI*;0-Vagpv0AkQNMG
zu+|^>M4&pC<l-!-iSyZHec<$nCZnJz$AXl7XBn?z)SrnpZ~dr=9Qd^X*5(3+s*fX!
z*2b#CdOX)>P@tyNm)cOE<}`NfJQhwO9=m&`6+VrE7u$}*sK6rqeTl<6@fAWajrh}z
zpRHc~MokXyBIuAGB#g~H1k5ur7Y0^yUQ}$!#4i&)wL^LyzTV;m#!v~+LC|S7eY8<#
zeM#9q6G?I-7Alnb%zAQTmXd=NYi!N3`*2Ef!^n2?(<6*52yuJ<<I;JFmapj~FD(+e
z05?Evt+4B_%2qS9c_x@RN{Jz3o`jdjsI5{0up%YJ#6;10yU~&GP7PMdWI0A)tSF_R
z!d8yLiZ7Va%T$h9jTS;J8P|qH^eSD_4F!1YX7oEeDV?A4c%RdZDWAk_At73DtquEB
zQi3-iXi7*099PiVv~rBJ20#v6k|`+|_G={ZOm)%|$%nXD4*$R!5Wz$lip04W1mE)~
zS7)?1Ch5zrD2adRB%a5IL>ysLLm9c6FO3LmlnD-MI2lJZO~E7&lefvtb=PG6{^ahb
zY;e;f(-I&X8g`{Lt>V#qk4HtnVA1cm2Hou&0`9UpN&oG7VcLTF*WnGUvQpJ3b*0&Y
z6DOqcG$ppeZsEdGIWhM9%5##6vx;Kg4t=y)Qu-{QE*%xtY8+O)!<=3wYTU}(fjm`7
zK^jNt!Ds$wdyS2xszG9K1;Ua<d{x&w9D+MLeA*!~#BjKXL6~ek@4$jeHhKhaaRF65
zAZ(RFldO+hRnum`zzmm(hXIv|2Q@LHTDV7c3J{f%n~q@6XAx%W6}(fe8jn5xnF!Kz
zvfP%l2z%i(MuA@wdQwe_qsbsl5(MVTg<mH7>Q%8mfoRMi0-MCr0KeQGQUs{?bir@H
zz273d79uOzb%l$saXF>NPbFgm3y$6?as?$DhMYro*cQDicHiWa&ukSG#_VKh%-QHs
z*ppfS=ImKO?{P|cZP{YU!KrcL<l5wWkZZN|?YM<@3hkNlj^3CF$IaAut9Ljk)i;X{
ztK!@syJJ=1A7%Hp!YLoHR`-42>;jN|AeNfkGget585$L_K9&fX;;aanvw)d2RM_J&
zSaCO?6_3ZPye%+-=&tC~6C9D8BU2!#t3A{k6A_L}O;IV+ZEs%z$%c72w_TAYQiiS8
znMkoP$~L0EVXc}bYPddA)O_Q*C!HTORgevlmn83@q(U)HsVDEH1p0d^`C#29x6>Tc
zc~@-eeimed@3c%5{!mhi!Owol9`}(+?u&2F`1jVv7U`H2!2+-8jFfjvT6Abwi!qc{
zuwulq>tSmj%U<U5Lq0e3c4I$ABIOy6c!@Zj9c|0^QvnA{WF^88i<BJXZVGS^b_#|G
zBe_k)J1#2ycapWSzJ1fe(R^Cq8J%BR+I?0a=y`3uXN{NPad0?52C-54*AE)8+Rwca
zlX^7(T|o@IX@F?ZPITLiL%CfDU4S_jDTQYRyr<>yXHpzL^Ct2zAcPD7A;cUAAyYsI
zdF7&oU{f+>WE2nRVJL5PXSQRJ_YIaJTFZiek#eS^0TUlBUd6X>c(j#GvD1So?VQS$
zIifP!lMn*MOW4EC4WeM1suRaqqzd=)IUm*c@K<5=wfAqp8WpB4p%9@aLnBT_k3t#K
z0uZMH@%RUv&C73@q4<Q-o9FsXe>g}=bWstV%YKr<t0$@M_>c||t`HN3JxU)UaVa8_
zrrlY51riTYIjGif9+je@m(llMfL6e~?C!NrX1f17pf!vnb%*|LK24N0+6-<qE*+vZ
zP8vi{ff$U@R0d2>a-6M21inIwE?w+Xd$?R6I;;P_;Kb@{FssvS;!hO$HlL+1t1)@y
zZx4#A6a>W^=(c^Cx4IrDoAU=!f~7hcEeEYXMy15Qu#P9r6fLC_`6gSFj$22!jzxRv
znL~orxTK5g9W<Fmoyk~d)Uh%O-K$%2Be$Jqn>QlzWU7B^MJSR;OO=q?j6}zt5Z>q}
zuweLpUPHEpEakBFp6<U)0<V~KMyHfHgGG&iipd1=+{Xdun$^FHcBsmYKp5C$=N-X0
zUdx~hbjvhL;8CP2NnXf6g)*C7PhP}OVxB#ipXvq6ADCCinV;Bg-|iF^stf)4DIvFv
z$5ZY-ai+0ODJY#(fl1iGo~cabO`(sFeF&-j4djPGTAi1{G9*jvi+7m(sDS%PYZQiq
zg8Q<_c}saXyk6Fid%Q}-d}}_zgWkijh96GD9(hLNH)o_}%=F#TIFPLLoK+-6HY&tM
zHqS2N3#E{-iYd5^CD9@gwx!$^;i}9}lOOMurd~84tq82Xth^IM3Yv8O334T}WD8EO
zvsUt^(r;SyB(stT!l}Jxucq}k_%8cm+lb770&Qz;oJ5bo+j%p;R(OHW!+HUu2W~bJ
z^_Mf&7}Jxskc&jGc1+J}Zd&t1j*%kA$hJDsRJB{``qUFR7!m{uE6Ty*Z~{CAJTI8M
z4O_M-iqelOqqe7BGw5>?hED;O$=thM0=!XUSIjEaNx1_hAFR&L+-o}I-@JS_OUW*W
z*&r$>VDx{H;VRt$el&4qklAD^RHd?)88tQ;A8j>m??A=C8cRJsIaLwB%ER>%$20b`
zF!HB<KrnB+HSJ^dUC?~0TaQ;~b*WK9!QA~^aW}lWZAs-smHY7%&-+y+qK@t0lgpJ~
ziSRXYz_#&W5JTtNbjm!(;-%n2g)NFHM^+h3kc2Z>?pCH$o}^!Rr)Rdv1^@|C(3y*x
z;bkeB|KO9t;zyFwk9V`*kzhWvtwMW&qqR>TFvIT~us3jVW#M%{`yX$1q>j*iwlPoX
z_>To(%?^E$@sadDO&ub2=Zhpi5pV^9#bjI$!+N49Jvzntcht|PDXH>?U(p2EwEKJz
zWW7mwRYBh3DIsWc3v)-DmT;*KsJZs)RlS}{`^bOA3+e#SUJHqxg?)zJ658AK-eqcR
zYHozn&A#fG+-Ree<)@PS{yPDI?>6B5n&PQzW#^vf3^GA23O3rrE4^Yh84G@h$C?xP
zS4=$xc+iQ^T<thS05IoPk-oHV9#|{q?%fF_Qj3hsuM@m!A)Bw3ll{J2OUh&>iS-Fx
z>svh69|<UIW_EkNdqVbmf@7D*Vg@<duhEIGtN(J@wnKcH-^91u4t_*2@<zP;Z0=$1
zRZsTy-f3y$0b{eMyNQrE7r&1L+6AR`7-=VnbFf(I%Rz&HUE5pkI#-U5;+IJ{A3VP~
z4vyE>Ax{XSAoN)XTf6$LP@{H|M-34Crdjl)AL^YGxH%2hkuzP|9k6Na4(EeQu)+aR
z8zIBPOQ9RdKe^S+NeTAvp&r7=JeJ;dm}X5L+1+lBK*1-wthsz$kTG*TV1l-azn*AI
z(d(`+UsY|=`}fxqr59c2p6(W{a_EN#As`^AX|oapJA~l_&=wkPFOVL6vixx*M^2Vo
znL|{dK;JCsWlP^!&Jcb#R=#(b`eB7pzvCg;Ap4?i6`)7RG=n#NTqt*wKD6H_=epCI
zVN=Ln4Jl*lYzZs`P1H%Sh~Cy1XhizUZ>u!IhgxslJ^T355FQX(BMb#ngAjeS*b@2K
zCWTQdx^PD1?5q5N7JW~6m!QKe%hqo^@bS9Gtoh0cL0t7hJc2Pbvx;8hj8KT?nakCF
zAPjvgJ-S-CE3u?L4&4;q@i?U$`IDmy8HRp!PjUzG0`6jJyC0`(RjhQ8SJ*%l`96?H
zA_wsqbTt<4BR=xYm4pA*vGo0%8R605G+wx_*=UHFrjcyi20jW8@kD$s)+`Jft%Ojz
zM@R0KTRbS&=6LafIj)Pq#3xWoFo<Zx^fw(sJhKhX055Ufz3Wd75OycLkid<fd><jD
z!Z4F$2+h+Rt8E{6D;n*am2TT%eAu<5U9t%A*F!#LPgO`(`|owXU9nNWjIjMAGN3q#
zh-ld}eLIp*OvHKNr$1rC5~!DNq~p$(!GLDpAAevO6E+!-2}cIU2b@P<*;NJWto2`&
z*DE3e*=U~&O^wZ(tsa-@Z!QfNUF_$XcCMgECv*(T(z+3$g(F7?Z0SnF&^tWO40f;f
z`}~xuZ)xNnd~}dx83CEc*y_kmIm}n{;y2NroO@Bfh=@|k*spkSBsLSqvRj?vg57FU
zcRY0^q75#y*p-BEVMZP34ZQs2uYaD7>`(n$&`&+EX30Lt`O0ns1mKyRxk&QN!@sa>
z(y;HkMq-qU{)t?lx#mP>I33Cc8CN!C0H+ea!mNm!CUnoQ%?}S65DFk2@{NOYhsnY;
z<X*b?^<-7EJ1z!3@qWL-RV%&K_7-{>aMslB!~U&4elJ1?<n;Rn_`F7R#LG~aDbq|@
zQlIT?MjuoIB&IX2k8Q$PqoVcHo^hfg*+vavL``DV`v&bs&(u!UPwGiIc3cz8e#v{T
z5Dg=8MdtE~X{*&0r8(zgOsNF~za~je0Yuy3%XwYqf|BqtWRu5}$}1X%b<!(>$nK4x
z91H}+b;T<$vMUO%o$<C0leY}&!*2fd*I2u9R|A;@G=o+Q05{m872YWW(jK&zZt#cO
zNBwk5r#J58%kbm}IQkU6gSms*-)UQ5>rblpPlET)lY@hu2k!4a_J7jAYTi!fOiIR<
z=1lVDX4b}{j$XvN%)ntz7FJ>|9#(xgCKX3FU{aWv892+u+`)~Q?N7!S*lq6W=<Z@_
z?h4E$E4etDs+zm$G6A#A#7t`DUT#1-2`@J()xSttxc)^V=?Ele;r{Cdm|kWQ1HJ<}
zx)T3MO9NSoxi~ugw*ZXHe?(wp)`tVm{#*1vtN$y54O|E)JMmw_yAm_WTAR5N>%#p}
zO$AP$7|7iH&uafg%JLu5zbVCx-Hh!VE&t8pZ^h)z-HgqEBgCw%fARWf?LTV#ojw1{
zZ2!>^j!9IWNx{*@-q;R~Nl{52xGa;JEU}x5J1~v@x8N-QNdDLI|JVnPNfk)(&%}T4
z7|^i)a~a@7W=3Y#f9C#|NGdFxa4i2y=c}-=!Tq(K3X=*K++WuJM~lBU;BPflSlHoM
z{xTVp3JWtF%b%SG(y*|=vHY<Xu*nVg*M0%}SmA&!@mC)Y9M7M|KP*}Q(EZKwU!{cq
zt|a`s)WE{YEhzY(nu2~JA5uRtiny;rFJh0li}@^fe5|-K0DjxNo*DsWkF*7uh)*I$
z+j<%2E<JwU-Gx*6K8nyFv$9@6YW<ZE^dv6Uy%b$dS32@5x&{Ueo+E9C5U4d$q4j%>
zhM8jTsq7N(Hiv@<sN?}AIrxzavm~0^vm=F$F{jiGsTszRx5e7{7rPf7q0obh5H~cX
zWmEACTF(Po{>7ckrfo6nS^67Dt_%(EKW_Jb#?xQs`de2~V^{M(PR*pLuA!|XN+;rC
zZEVN%r$^k})zrn>$<5J)nB_0;W>Rxhcd-6bSRww)S}OnA+dp&RfaMn#S2r;$V;5o$
zW+pk~f4AA0G_B3ttXy@8IXM1o?4KX71&l3KcN4cifvX1eus=TX&sO}kh5u7LX>&Ud
zb2n>KV+K)2J2OQSJ8NfmAn_j#{}SLo{D56RPyBbV{pAGz@67(2i-ZGEKWhg|V%C2-
z&;P>puhGA`{>#DtrehMfwy-b<f(#H<bm3Tlwg6h+*wsq^ABp}r<Nq$u{}0XnxbpwX
z=)aZvUzGS00soU;&D!4Fl|jYP-q_*)1Bbu-;=j%CfBMZ|JELH1Z~lKf7cd#;rOU=l
z%m55XPF4<LE*5V6KLKayO3Vp_d1g2!5m(bcPz@XaqN=fzw7IpV)!(mwJoC>OkQk0h
z1_*%GrXmiOc0hm!x|N%`y#_H48yu6owW}*|C;#$4VlEEg*dOVDv2D&u%<?~?pF-5!
z(%RwQ=K(LV1#lKI^`E2Q-!y+LWyr!q1NRr{-#Y)_KmqqRQm_!SadEP7{s%X>SU7q9
z3pvg^p}o|k<`~zn<49qWMG8^DRwN<h2|=OCP>tj;IZb+*apOxtttI7zgHm$sbN6_U
z-1XK-mob+O_VAsNPIH%x<KsK0K;M4)Ki?rNZ(Vp^zU6;BeY|Kz&cEgV`t=3)bCN_8
z#U@!mb|;I`nAGbiJv<O_6hKU!Mjh)if8QNdAn%^SgBUa}N-(N;@|$vn*=d_;D}5`z
zW~vsWJ~9c5i%FkaOsL>uH;7T{-MhlKx8IsExgqj}61DTw<z9ZB7&Jc$;V<f6g9;PX
zG$s-id%NQQ{*CO1!HI38iMlWSC-wrxV+ra&X(=av%ZrJQoS;A+l=E35DX*iYovJIp
zPoiYEe5TR+D+OIX2%-uznj1?v$exU=FIN>X6gxZ>$kFwOg(t^4VWHPX=wl&N{4GAo
z1o1(bc)L9!J?Qv2H`=L`;h<A7<R<4MG_rx@xH82j1UrW?Uu>hrLyu9k8LbkVpk|Go
zD`!v}xBwIy0C5@fQM1t^a^f}00%2%cap+<nKlI5R#P4*C9%EhD#}E#71B2*+RH50C
zmG!IG64O|Kc$0pIRI{ed1Y9dvfhdJ?#%CrUUV)7FECb2f;-y)<6Ad4(&d5zgqT<Ba
zisQyRiDz2>&@M5dLZbP=zTZp%C`8l92k>6thGQAG>K$1v*B+arDSiS%F^1!g+bvgX
zPncct4`4_Bub}TRfgzX0OrmeBf$`mgTYE&;icb#j7$4~$BY_-sz43Nr1w=Lo<rG8G
zrtv!*<v3E<@{;gc>%y@opl+n@O2`87`SMJq88dXp9Cu7^Y@I0%6%Vt}$7FY~ZLxxi
zhUK-hEyuohWY09q&lo~UirbM_-hQY;aZGzsSCpH5nzz)6x9)yq-PwlIj=O;e0!F9$
ze$d^KThm0liPsg6jj!JCq=9MOy<0m(SBXzTPZ_U<ufFeWmu!{BY%cMjL&Bz&Eckw>
zoaNZ#@#>Pd0fdBN!}D;z%C~0Nj=k?pe0Vyu4HO-V*Q}U2GcHPz=Z8<`?|7ck-uV1e
zx@3h)3udNwo}u{lrjBmH{a_vU>AaF6y~8}On)wI0u1cQVUnK+Rx<efgJa5i>p19tL
z15<@Y3yPRT-rxfBx+k}eKDG<4nI4y3`QFii35I@Vm$-oK9TK-VWwRzc!963>GE`Qb
zkB<{$eyBW&^E+YQV1;6ZUuDDd=qIChYHiW^64OOkGqJ~Icb|P2I)gVwKR!EF2)My_
z#$FT#mLShbouu61JcId%cPVU@U(N^4Om9DjTof73UmhdhQ9Z}vFZKFC)gCtU_gLPn
z_#qWcW8L;Y6+C_>-2LW<n0O6wxhr*J`sDly5r8HXUNEG1WO>v0^yAepfaHU%JIrvX
zc3bn>_R;Wh@|Cj-$Har{amS!5MQDQPNb&aQ5&o6p-SfRXd7J1)@$twH`6J?^Cy*tn
zH;$fcnwl9dUSx>bG>m06cT}>9Ws19pdxV;c5;p}ga)*^)vW(?trm-4c^AH@FRamdA
z<!EL4*H%I)#X_oCRpKs7(Xi?1sO!l)4IjMDJ)t2Vt~Wq{M0eTNJkiPYoY4HEo57&1
z7eVb&<GVa2et-MZ^{aRQt5BNbuH{wZBhM>;0BCoV;RMq`#x31P;!SDyRI2irkZD}K
zWR`Ow%VwsL94jpXm01#zi&dMl`NHc~fz0cM5bMdupqvS{t_9i<gaQ(o64h$Rg+yZU
z(ah<w*d63EXr<VUm0AQPG1X1KObHS}2<D6_YPk9bTO()8NlTRQg+KB^^qmy7VwsSb
zcX~Y`s$l;zjCr&3r_|=5DkVaCMaX{P3oUj+bz-J$$?g=ifF!g409rsY8mBa@)Mr>J
zS=b60Sf@?q1XO%9g0IRglEc<+9g<X5ZpD&RG^yZJ;hs;mb$dq3uH0w5E0RcFBNjd|
z^2yDhmg6GZH0@Wg4B}ya5|*M*9C?rj-N$y+-9?eYPYikB2c9N1fJ@X}z8R-hsVlr$
zCk?0)DSx8=x9G|T$!9^-^J2<^-q9+}4VaBEhkjHyyfz|%s0ZO%z8Q}uM1h0|QF2Bp
zsUr9p8l!pE!rTbV-ofAiP{Pd?M0v@jp3yVhCU`Goso_EbD;UDX2O3_?JaNM?1F9lF
zb}01{Na~2Gfyn!^8J9aGKG3I`BI+1kXV0y<uEyu7({{o)Nc)P!hqo9P<8_i&kKg{i
zADa)9*)Rf(;u(dWSKce0#k4bXh`E}D+-<2fMy<8YmsE9y5bnW<2$K@+R|+afbN$Dr
z{0Kx6wjyKh{sR8U;F_p9!K*W6R?zp`S*2l2mpN-K@Gg#|I>;(a!5tm&H3n`(J_JYC
z0{%-6=OX<ibe8>I--|4-6xtq^_U@-Z5}mK+L@LpAOpYCoS?=%|2a%Jor}q>xEAU<n
zLLPZ$(CY3bkDriV1$dxpOixOxyK13|ebIO|z3>D=Hv7r0%=n3jB#}s2TqxqjUa5o)
zp=~5luO0@8-|Y1gE=j%jwS5TM)86djR$m+pg`%W!+7R@E345NHRrnOP_pa$4!Bu26
z0OKPscVHfDzP*@X%0$7uGg-$PcLIz90UanGuq`_!S2T}$ez2S21^op{Hgm#@Nleyw
z`m&d%98L@tupVI5WEFS?XZmdqJDt;)Z(Y+Xo~$}BPfqw+fh28clHUmgVhuu13GM_B
zxv?HX#}j0)(EP~thPT<Sn;$9t*fybb^7}9M6t9;abzj+n$%t7-q*X+RdelGfmd5G{
zGg3|W{l<UFeU*;vd#c0Nn73|99_sm`YE;Vuy*T->40BI^3NFNFtlkc{*r2=P*D^fP
zNKg>okpF(rW;p!ud~eY7u+WKhzR}>RyX9-eJm3W3RfH`Mej4iZEyBwX0>=~D2lXiU
zQgZv+i&yXye<ND$knOe4)qeD&$}5)j%lV_h)!f%d**czrPck`FsK`|$w>!KcVWT=O
zNIZ#lWVJ~JmGOsj?{3Vw_Lg%P>~bk?;Acq!P5^)S`|itQCa2%^_!<*Kb*vgw77c0i
zgEeMEjfp$<J2da8xng{ADe(q-bU90$8{d1r&wTIm_<qi~Cae9Gn2$)*v$$P(2rB@~
zBNwC-Jx@Z<j@vteAN;8Ujbr`?1Z&!Qm?DMLp1m2pp`#py>NS5;WLj`75rt;*<%k+D
z)^u;|tj#WS8BXXjgOa={a?!?_0rnajv3F;3WFm<nuD2C@M}m6Dl#~@DU4>%N(h1-4
zP>qOV9X|i3OG>Ue$Rx;z`V&7I+M<k-wG$mb_O=v=ZH$|vYBu7;qa9r%eXAaYSMYPO
z)QM2~n_1);SS!RQzE#BAN3}c4^$DF>?UC?AQKAw&BMtn4lDc7pA;lz^HF2n2`>47c
zW4AOf`f@)MUewyc3|vFNk`kQ2xXaAiU9Hhu<Gu%P#`#XH6W&Bn$?T|={g$&8@QcBq
z=Udcn{|xs%W3_{nG8J9$vzC^6dVjVD*2D!t9g^Do4`CdrELZCNK{PEA#_&@UEh=m?
zC5Xevow^u-(C;{irC7~30oWP@UY3D2m!wVAmr!mphIBFad6ATTK2D#vl!>n??@)R1
zHo_EFeaX*4ON<XY;*k%2?`s=uaV6W4)+P_`7yIwQZxTjE7EN!r5fGN&`p!_^)9S=o
z+~v(au$nyt*Yz2MWE)MtqDVeLT4hRjk}hp}o4FbaoQGX^g<{@sENjNOD(M>XWh1v=
z8rtDQ+8?Ml%i@0dY9S}&wYor)7EmyJ?!rq;shG`O<o7B9O{m1_V0V&<=6ijtEI}rP
zK*Z@bvMmA*5B=%xGNT|PCne9Ejk^S*1U7i?S^Yl0L0zD_+HJ8qdiMuAOqdarv3eqb
z^zWCOyJbxo&X=xS^`4amBFnT<?J^$cV1L|fPUjE-C7a6?bxoVg!EsDRNIwgG>yl2(
zmH}4^L8)E89tw(?UPA0e4a>{kuV=ye&+hg)U|)X;uOF`GuFkDGO%1?WxhgRB=m`sm
z$?|dS70uT}m{}Q(S%fs)^j7AhmbnM#@07Xsg%I*GqS#$%*Ev}iI+)4G><z#Qv~sGg
zE`)xz^?A;a#Z;sFd57IBz*#j!h*~02vBssi{Np5U6KtXB3xDm8CZ1M5Yh*-DI0Eo7
z5l8*$nRp^3S)q`tzSXh{v+oI|Ibi*y9@nkb^ECJQU$Gb`?HEwaP02=ry3F+6zR3SB
zd`58E%^mcZkyNnJTMbnNOY>ksW1)5R+nEb0tk$u=9A*4QW53qqgAryiP)^unB{rIl
zO7`XZLuafc#90n*dV2cZ1h)1nb~W89Ka9Ojlkw>l?aP(FE~Ub<9&?Y|*<rvN#>n_I
zgz*MtvKf}u6zRD(Jw0t6BJ8Xw@=7nDtc;nmo4PNciDn;~^U-Et=4%BGDcZ?sjec{L
zQA}a%yMUjbNR|J53k++a+r!a|N=S@J9Ni-(EcK0e1#XjWYeh$g<*QdR>35wdnq_W%
zL0?J*ttHvdvV8DoO2IEPU|05a&SPdyfilrBS0|n7m9T_9ZCH#P1?QF4`<QARKRW6o
ztI-(vzNPodip#eAEN-u*4VT-b6e7l3Pf;)b_|1gP$~?na295m0HEG=FKeao@1E0ar
z49)pXr7Lf~ZaQV<V#yxvH$t`kXDPJs5ouao5}FKKi|ab}+Q|6OzzDfthX%TsW@V*D
zzW$26U$iY&GF4S>w$2vTTBPm(>TNl!jh3IEx~5ehyf=qCI^;hgMA$ni^f$=oxZGQZ
zs<B~AX<(S~+i2;S)SipT8d)TS26p=Mz3n>Suc$&Ye#JmY3Z#?~xaj9r*^zuiTj6mQ
z6`*&^;ryAgddl@}_0!q;sRL~@R;t6Q0wFoF!!LyD2DFM6$Kew)-(S;K5Qfb=G|V(G
zUsm*D6!lwwz!kK4t<0T6!mKFTYqf<NskDD7cfQrK(rw#FP)aLB6TuL_Ho`)-LW&S^
zAkhW{?%&gfwVBhUKs@398kC-EpvRRgGBBBgqsIlsWwTZXP<9RAs;<?sv-$3)+T~gW
zG}z{Jc@lnM5Ej~~Z>jEiuI75<5Lb$mSDFw$-R_Jk1Y1r<4%O!nf}VoEncw!|MgC0t
z^e{H}>c$PNsF_(9@M<4U!y9s`mT7*~gOeXv#N6SGQ-blmC^8-v&a#MgO&QLzME+@s
zF1MdBH5+nDLjH}CCO1;&Ij_X2tA291#7U^BW6RU0didV3RA}$;ty?9NSl76@?~^>E
z8|?(E7xx%l?zcM7SCMf0%Bni~9eQ>rqu{<3YG$+QJ|6Pr5ASf-WK(JJ9sYe>m#V%e
zH|?DixCgP6h%+!*W^{vTyqm@WJ#jOunt_NyWCEJ{xP=*T@+rVFmGk$Q<mgH4tmU}B
z9zgLkSy=0F$k22C_eZcR>rf8eFstfr2ZE0f&wW1yBMR_-C+)RxPq>&W8uHjS5&b?j
zKY6I2-o1dtZn8=SjjI}zqB9gB-4j!)SI5AT48QX3B$%c7azR=V9aCt&WqcW^eNc)O
zc5{!fGK>vh8_orkmm;PYW5<@{jsh(s-<R+TZX;!=V8Ud4kHRLg51F7}<N}X@)Yc8(
zCy*>RuxC`VsX&`nlyaW&uLupIX}7-(iz~={iy%B#VhR!bW+bL^uLE&|<}_?<58IFD
z@hvq2V!enVI@EyA2{Mf`MF@<rK@54;P&%$pw{3=0CqzY6dK3<9@N9*IA_lc7_&0%y
z34{&+&@TTA%|MYB5tgSf=`1JpT$x5<p|3o%iKKXFj>a55R&?%5*aD>vL||jJ{EMne
zj=s%E6D{chRgnN~L3`;LXPH2?m#Ip6)mm|j?261mG75iI{z?H8ENlN99crcg3W<b_
zjAE=-StB{+9$E&Wea2gO87UvH8k4M;^u1w4ljMT5M9#@%6P8Ypsx(`bb+=@yr>PA&
z>SzH#@uZT{Z0Nh}X@C$_byf=S?}j~rih+(K{#~{5B2?Ok7;D8j?IlA2hwR2TfX)47
zNP1LE(YAHuat;q#XamOTB8_7X+MFv7wW+y9r2aE==@3z}vTX)`o=bk#3U->nWU`rs
zr?_Q0!Rpf25jSaDaffVY*~+Z-n)Bl%#gjAni<V9Ddptww6Dt6k%G~_q%f1EnH^{bw
zmDJa!8C>Jo3H$bm;NNpCuvwlmIPn?;?#AsrTZ4Mpg_f$K=Gs02th#(=;vrTgXO21y
z`w?cgyz_GBlXJRxF6nkNC3SAG@A?e_)B>oQyaV{Gotdd`46zI+d90DV`?xkMoF`nT
zzf%2+DHq!{vOY-LRJZZXe>E=ZU`ba7jVB;M$dE!g^AJsVyD3Ff|43RosaP}5AO6{K
znKZX_jQw$0^JJl?^Yb&d#;LAP9%~t6@LNv;=E(alx=WEGW9qGlXY7RDxG5<Y`rMlR
z=T&lc<VReihswxyOiA)9zrvXJ-%5nEC!mG&5h@eGS=)mkdae}Bpa&)R-drQq@~;XC
zYaAO*%W--YG4?);uZu#5`B>mY1Lhu0G7h%<i(`%lswu!~+AGaBw$de~c~6=ZuFm`L
zpJym^YCfHuOVLp}Ip{X$R%t4IKIa%+_G+sGv<(X1R^)w_*xV^U;w`J!f6aY0(waQ0
z%ja|cp+NDoZMOL4{o&Po(qpIIDI)dG=33W(lD1o%k!uuVxv5P?g7ORbhd~%pQpxI)
z>fzYOTJ_^M3tL2tujWemRw0GW`rdp+i(fuIKagj=%*Orp>vuFk)u_mt$TGb^6R}pV
zxT{`nA$93`JIY*BXOv`HRFbXDe4Ct`PmbH5&3E3-F8r~F<DDZ&_Ufw$d&*ntM^|g|
zGI9#IHY6*_`jM@5>Xgj})p5w10wBb?S-bO+YiDh27yGte{xPZjv+9Pdv+puT?88C)
z<TaCF_<e0e+mgS&CH$w%41T<K4Z>)p<U_28pHN^0MeOz9{@7Oa;!pP*gvD@HMduHm
z=X8Eog@~WprdtFnfQL2i?9I;wabhZmjz{$v_1ghm4o`*+oaYByHp>rs^|cbl?m7y6
zNY*ka?Q$GSRHXG>&&haCMnX+uCqWg_b(U=hQ#6}A8HGGCjiLcZQ-~SS{&oG&W=u>s
zJ?+u0;dh+glqV4WDLcOaOXNRVF8TJvTn=7p?_q;~?Vp{^c^hAZpf<0<<zS9ttgee4
zRk>=&<!ukXvU|?8+C`7R&_}R#I!0BaIcfxWH9i|Q`Znxeg6O9d$&F!%4%jrT`)Z8Q
zvrMC>upfO?M=*LrF?;uakm*!^AALC}N#Cd|Vp~T;2tVgq!&~jU|50y64@>TAPrr#1
z3!RdzwXnHDm~B=IPZ|0VY~6rjVTf<52>ZEDkPq$+KP?Rdy~s(SL9?Z04NF324FLO6
z>_m!hh~-cdFOjl?L_*%xn-3#ORVbx%Hn}5S%E8-fK#&Nrc22SlCs|lehKankrb5tb
zMV{Ogxf*h9L=8)THY!bRtoR+W#KUUMD6x5&tgwuY&;cp3FIt>FzYe-&@}77^F?{t5
zm4X(nnM!rGu9FU67kXh_IFv2n7`zr*2>uM+iyfPO1}Bx0%<L2iQo4&rxl$%;a@u!I
zjKGA044pzSL(Utf!aNYBlpfU_lr<NYuI9@pY)w~r85InWZsJLk9xI{*;H~y&<)ie<
zz%cB1Ns-g??ACJ-bHdz5suWVwGT0_S=$aOHeq{h7vx9H(43RRqUmR(xGfPrNT3zcU
zxKChyWW<F9^{s1ULvV<T=qns>^AzVECp16~J%MR)tm|J!L)rHrDIuF<+{jV$PEmRm
zohhNQQ>5sdEa&RCRqb0=lYZRVL<=Pe6~|U%#fknNQ#9O<@?d5X0;3A1M|lfF$QSah
zH$Is<3W-V#U9Ljp;ZVA`QJ__%5~Z_br$*ee4qXmB-GZ3~M+T-hq?3*CG)l%grCKk~
z1j$~xmE$L2oFWgxb9A-4{Fll)B5p3Um|^iaB!HePo|$_}CkayhCCt!L6zWI&L}Y!F
zC|U%`mYD+RDPZs(vbVHzVv~7Eu)EA0z)ruO598Skx>o9ai)XPkUGvQ$Qy?(kKcMq%
zW~DjUI~M%@S5_=o@Q+|`#3!C79z=T-xbb;XdQoNsB+0x~<(d1QiP+|$&^&v*Qo`id
zK1F%FGdvTTSvGRkPt~##Ip+5w3c{kJ9TB-v!kpl~bsU69v1fT^j$sb=BGP$UDVaVq
zY(ElN`gHY4A^TCz>Y^0*@jr_?GzDGGdqmd_>+}O8%EK?9cf#TvKU0XXXX1ovXR;K6
zqope+y{=-kHI68~v>Ex*E<<SJ$O&th-{+edqNRCv_2NRt$v{Gvi_hdABSexiB+ocX
zIY2W>nn%QR^&TEZMX{JE=rQV{L+~*A(`kmi#n~jfi4Oz`NAI7;3@(vR45ahWN7pls
zWT~n8lFw4!1<}uM5G1V|359)e4c(CQIw<nTkO`b{kU>_c_Oeyo2~z{NHK)c;{DL}=
zwgKRo#guL46050+4QrpExZvu?@<SPAuEw1_F;`ARodCo-Q)eaAV{0jCZ`{0?l#RB9
z>d>VU&!EdGpd!d(YOYbOBHy+9L$CNFeGI^PN=SIz19*h1ow(N>sQnoWHjaL)`Ox0F
zt^!7<Xi}&=-QDGX)qxSkxSLHy*L5-yo}qOG(ZEOsmrB%AW)|HVO~&+s35m$fd69pD
zUB!YvSeNceIPiSOYM^SN;9I5gBp-C7kh_qsMu>4Y0T91)@wtVs1>?R?>krJE9Y~EL
zMiyoIA!0%&Rq`MA(GgEYPWo~12ht{jX}p+tYkiU;b+)oD&zPIM6Z8>UUpqm1UP90o
z@n){e-%4rde>sM`B$FRAEy)U<G-g}rRnh?SRO%w-{JJNNchS3~M4sriE0)>HpAU<3
z^CEfk^%BGl^*N8p6kRmah&GTYbbKp&B!tZtX-vY~3G+Pixde<I1fw|E3I#VVqOiy+
z^EJ9Exe_K`v_zRD_v7;nwpz?kv2!KDW-xMC%9WQIQpIqz(?u4&Vw(c@N!yO!X?SA|
zkwUEMj2b&4L0owWP9<DijYzYT24bNPJNjfuOQG2IgdcUT-QW=m{ER4f8DoU%Ihq?b
zFFr%~L!J4tq7{!$a6*vkI_*<FKHz8;^Qi_s808zNriV1Nd!MeVUKd+gkG;N?0E8<U
zFB(C3g5+?asWKNY5<#MZFjaBN%;@naH(Fjqd(ny#Hehy+-i?zNIxlug?5G5OCj6Lm
zVrFoc%AZ*(ql9iIZCO~e#CE3nn3p`@^EH$kSsUy|oP$V9@!HJ!G15XPX9<H9-D<>z
zxMxwjGSg~;N1^Xb=W@h*#Dx^!Ecmg=9f}XOKnS5kV$tv{`mxO2Cm-B%(dk0VSyy27
zg474LGtNMywz#`w37DityrcAi?~LCRxfF%#OcWFb)_!J$W`>W^r6;Cmgl3PdxPX;{
z==;LjnWbaHW4t?tXC(i`0AZnGV3Fe(>yB<U_L;d)n;Y+FTQ4{A)>&ws2x}X(6$N=9
z^vZ}I0(r3i%84H=aX`ZB6JdPp!SrQ(Z<!Z8VdVG~=%cV73Sr{-H3UDZVqc0gq=yle
zhcVZ^5!1b~P|bkql^Q=HQC!6yPAi<|9<E;OsT0W3UX~YTemruo>s65#V}9h(9;6qE
zK^WE^R0jl61oE(~GnqleM_9%l#v@DzT5X@mdYD)%PNXxu!=OEPh~^$gD}m=Wb;6E9
z2j;Ld7?m?zZNI*kz-AEFF4?v6qm>_mAg1Tu-qrOZgdeFOY(bo2Z^iEX6{R1qAb3Ia
zbf4v(>(!4(em}u35W^^@zQ7@@J=v?WM^-<cE-=IB+CI%a+pFeBUO$0%_%6^b>OiO~
zOh3AJx-P`6gv+3+RvgD(-D^%isxJ7gc;9P}4)Cqe%fW}8?wyxwg;$UO6rnJpp~P*e
zYtzU7lvdiW*dDcC@dF6EgA50lb~1p;UiDYcSKI)C?%=Hf$DNjIzDNC6!T_ScAfW-G
zoxttHYpO@pSDbgMcl^sC!)>N(!dHxU+z<G`P+%2q=kgl)QR)@_9p@t?aM0J8NCX01
zl-f89J#<+bbCi;YJYzrEZ!YnU3epUOh8%p9m=#-JA|k2C3>!y5GAX$<Dvq>7hNXVI
zz?q)HbhcoWTSXFy7<iRy#7jkiGAY^&ElZ9zDwI1qwlzA^D?0H}h9XO}9ALd~#F{rj
ztX`VEkffs`1y-6rLEboG=K_-@hD6~y%FkLrPYgdw+K|bfM6u88!ma%oca-&psv)<U
zSSl&a3<DNGiAFj}E~g_+XHACMkX=o3UK%Pc6XynKCRacsmr*ezI3Yb9g=$E~mq{R%
ziY;iQ*x2WG;pYj?l~y37N>LrD+GlTw&Q+KqwgfbetnA~vF!CVlOHNT?CBctM>`(8T
zxWN8M)stkT(oCWoRo}O9LHv=fCsjigNWztbH!8nx;R637?KN#((t*k|iLfEdjzo8q
z(}n6s?7F<qs7FKSy4VH9LvnZW%c#N)h<6gdI3Z<XlGLc_zVi))H-KLvpR#>~?WRJn
zfQl&zYgBgM{07cD?KQ7M(tye_iEC7M-~I;4JEKEtlZq$_c~okjXy5b(_9@j*@?A!d
zs(ln|U$!CAPoj(RgLEs&any6)_Xhka8Cbib>`pQqHJF1Q7bp)?8KbU%YM!OfmUp#c
zoGf{2B05)uKL*i}hMp5~V<r%doHKUgCJ>RDBjt@rC?8x<kUhrM`8+)5+!RMBj9dym
zd)<_)P>6m)&YPv71nsVZ<*thSTZQQN{Ab>9g|hkMUN_!6k*`)9--?=>5}>RE@?<P$
zSME@FBMCnr&3U^C>I-AdNw~4t7s?(R-#N9Va?Y9GDZ26KizF7(ozUWz%Cm=EluWYA
z=~~g*m!P&~*A$&Mg-Tk-dCWDlE1<K>sJaoH7oVO$wIvhEBo<4}n;zFU<q%3GR#45L
zpUB*q`M?RJ<x6tS&Y$4i$@yRk<m8J@mmSUCo<QD-`k=nCb!HlXtv#FHx%fbK0t_T-
z%a>+sPu%Z(p0RwuJCirX9m`v0bWaRV?C(5$pwENJdNAA497;Ur+K)GyGzlRuiXQrk
zwjG_=mt}|wk>?_h`|nVnsr};w6$%O!=PHip-LU*41Z4|KrsuJaWA7-QS%KBl&mRhg
zCAITh$2mY${Qf8a`b_9w0EEU;qS?Ti#1pDJ)n}YHs<+&Wa>E&>6T)YVx9s=W05M=i
za`y5B`A+H?{VnTVG_cIqnn(<Rt&iF?jxBUW3v=9phd$$=-fuDSw<V+<2%Q=D3NdFU
zqOsTtGiPqR5t%kB9^`PciG?MF9Ri)X=?b^T5RwseL+G-X#uQ~;v>jT`1nu_7t{LN@
z1>vE&;Gt!j9bC>>c`u0tZ%*$QEsn3o&D9BzS_1g?7WFG<DBPR)V}}jic7nP+m<<wk
zEVf3n%f@F;-%~jn%+D0<cyxOcjObQqG0o)Z2eP#@o9i?dhe+)>bo*Dep<^4cPt9z#
zb1Ad{Wy`#agNu!bc4T}2g24of;W|@oF1`eUX$2#yhLq*evritheDU@s6^(4mS!eVf
zoP3da<5Q+bjquCiXQcO*9xUx)`eTfy8I5$yX=k(^9PJVM<29yBjoo#4%kgKF9&GL5
z8)NTd4yG-Qd|JqB6W{B;+2OUPYz$slblUN)^<Ef1G`uWtEx*}O`34D$5Sk!2N-dY1
zvD|a}h6s%2n<zHwpW)oo`z8oX8yGP)WGs)LVcgTc@c9BSo@^R9Hnc3Soe|tK`X+Wx
z3mOqMBrXdr51*mm)4asJrT9;IG%_t`*df2f_)oqMb{TIqTrNMHLEn?TM88c07<V^x
zRwt4r@a&|rP5tP#=a03##m^tV^%A@sez^q`48pnz_Cq0>h`cKD!zP-Nx=QYdO582+
zW@))a6O72XsrSQY+Jn9VKXCk>ehceIS};I$3wN=taIx!fv14$t7ho`2aaHAqE0n2t
z#O8%jd&tp|zH|*zd&KrcFPKBrcXTE8q$ij-eFXm~+7-ogi0B6^6h}0baU<Ck_Yuu>
zME8j5M`1V^+5yC6Hso8(&9ODFu-ZdgFTTrdWx~BYKZe9x2*sOEhQsZTK3&0%`%*V0
zkF&4X0rZ!L!`FLHut2au6Ur*+Q#`1+mVb2%fD%e67@R&lx^jK;2G;#Sfj~6yF~M}0
zaV7g?{^}9{*$prptUX-1vISmt@Oj4y0Pju)o>zx0SGrGzPxh}K0nnE_Il${8X^wlI
zH|>ub9T|=p-HPr^-H9LZThpF5(2t?7B=5|DVM1d>dx^JHk14M-@9bNH1v}F>M~}C!
zkih#J(cKe<JGD36w@Z(wuZZuIfw9256FZkT505Xe;O`_KQ6Hg!6GA%$H`9+oPe*=S
zz(a5J;i?vRufp&Z@15ZzA#gfyTj-|XarzbO`bDB+TKL8@uCjOk5@#ij{<>XKvL@Mb
zAMY*hT{4)ZhngJ<H#Dwy2nBdEWCGhEj#&~{Vu<?f#nCiQ#k87bikc0H8HpW<bqMcZ
z2*R|OWi-=H4I8Q7x)q^ihovK8`U)>?=#%LemPzjAOos{PFL5>{LzNuA;)0YNC)h1;
z8so*{c!r9G^i1<vwzQ1s*)efq<DpEWoim+V>ldup({Tb>)A8uy$l}t5XvwVDaY#y5
zVDK0uzs_2S$Ne0_E!j9`E|#1)W?#g0CNn0FPpzLiW?jU?i;Evh9#S5f9by@(muzv)
zb?$HuaV~ZSI5#-QIDc`@t{>&z;O^(1=Z;m3DPLWKFRrhAWQW_d+}kmuB`hPLfj*Dp
zK7Rd<geg5}`u#A$h?+3gB398Ctw@XC&P_Z!$5f`I4c6eLUs6fq`!6k9dRzlj`0Qq7
zEI3i7l9lRTXjc~N7Vy;NbtZ6`-;5i1*|9%U^h>sD6WE}wnGYgC##ifC=2>z|P1@v-
zVx+0xzaCOHdU{NV4v{v-e5Fbea?psCHxbp)Ml5o2E$tM@OjGNzVqO6>?8@$LQ|6<Y
z-=lq_DdS*Z`x@V1G9EUFSG3I*N<bj8IfJPHbrSL&2Kl?^cSvv7Rso!*a6a^8kEFb)
zCJzW}*39BO`((dcQ}7)-lzajMA{%56m{0Phy#3eG^bT$j=){bC*onh!tNjczIpS4Q
z_}b%&Rue;qTAB;u^7UrA-%V^24y_kbVU7lNN55yj)^RbB3NC#P6Wc8*Sif3TGt;jV
zz()-C)}>E_ITEW|GyS&fx@kq9MV6_%*L!bP5g|WXJ@`8T?wTS<EEo<^57SAf#~!pB
zl9pk+IcOS;5OO^ozvAbHY1Ne$Kp)tYaMs~hkWCn7{b|qAPS2K$tF@Y!F2IObP1#b`
zSCpm$$V;zsn6#7e(7kW{-AX^|@U>kES!q1^lkS(sDgjI#(@^Y~?Ej~=^MGcv{r`Va
z`czvwjM7@QY6KxMLa5!MHmRg2V#bKQ_k&icDxtOaic!R#t$M7YR+QMS+FHA6^ndHK
zzt3}i|KIPN@11jUuIrQcHS!r3C+FO+J6UTDWW}OYw1Cb6y}$mcf&eXxb@w>OC5cAZ
z`#*W~#=1m&<3cD=Ki{Zh#MO1Un1qVb=3=#@wN}kqNqVz){TVqQG7I?0L#`w2G%}yf
z<_0|!`I_aaf(D(;z}ar20{F-q(rbC`f$L{I-emRGu@wHSR)lRif8I#TicR4L-Zfi(
zgU$VoMXG~2Wn{PaH5&QR)d%WabMBIp0q6DwqKz&(r}sRc|KdAgHSgTnJ>UJvJv=+_
zsM^lexstLMR$~~&Gcqv9YLb3U&B9QC$Mq*_)UBPLlB+I>AYQ#JzIW?OSY~JH3ywml
z;-JQ>0cvHU2Byx|fZfwjCA~UIwlXQinMf4|mS(bbqPcd-Xv|6gb)!3BEDv<aRXMGM
zf%MR5f%O@OzdN&aZ~5xI>|0aJ8ypw{{Hnu~pDSppl1LztesUd38}@OvwgE$upQW}2
z6J#24lLud{Y}ir@ooQ#{;TENuV5dr<qcAb2k+h`odh{$^cQf(%rrxKZ!~(MX;UL=n
zr&GA#Yhqu*A)j8-)bO|zwSN;z#NJZ}+2CoOyNd{}OzgWTia85LSBBoOCAGz7I7<qK
zKR_iKu{f?@Fy<MZ?Ty9Cq&(!RXb?n0lA^AmaV_HXSEfxa`a0H1NweBBT)EL`V&xUq
zGPu^sz}Dw^+AJL1_MpxDl~a#;wfu}mN~go4;!3OuIhS%txc2$o><72~8p?02Lzqsd
zMJZc6^6TN>kJkf<3!dE~{}jN@RzZFzE(tE3r#*E@vk@&^33s|f<=S`n1dH#2u#>MI
z*v#ls;DbTYqh0<wOJ+T9^3M7^*M7BdT3R|3tGQ@nNAs+XPgGbrLB(E;*XUyA<8gDp
z@(HzTA$-Y$S{Tv|H~AaSB%~Fc0!M7%3#W%d&s)=o+FuYgzu=;6H(mOyGwJ7z5_7!u
zwXlIXFyF2p4{Q@Uxa~2tZ4+4>(<&J2G314M`}CltEstyH;=S`vJANM86g?UVl$-Z1
z*NDj%g|iN^CfZU+M-N$Y#3*v+t1KDTsIW#iGVen+G5WR~PGKs@h|$4WEXJD#)Sj6u
zNubM5m>bqj8Q0CP?k}8|s`A$ajTLfBSD_OVRtKLMBP-MoT65iN2{egB0CI638KJ&{
z#jrS*w3WEmR?*ZDV|O2;ezT<RR<6&Ez#Ho$5PM&iS!Eq?TBNz5>aPTlENCpB`+$H>
zPgos#c7&`jjTtR-|5`=ULYy6i9U>!4SH56a0!p%VR|<w<{8dlX{%m${OAhJ^vIIe0
zY;s&{UgyT5IAc^yqWzfnp@XpNNY!yGEgyR;S}<Ahhp3(pKUbo>j7826^B<_+m|(_8
znDNp%)LkwOyP_fbigaV66Pc#bI^N37nJ5!Jay^u?^Io!@8ut|y*O$-~n-45zk~LdT
zX2u_!dwd4<`W@#b6U>$AI}By0vqqNO<{6+^WX}UeyUdrw4dQLp+Ej@)*Jp&VrTQ6I
zGq{%Ha_-Ad16&i=%zKUI0wpk}SL}iF`yGp6&J*mJFp}THyev9LuL~<bmDyS-JiIIJ
z7JkQCQuQ^O-0+r=dc8PRLdcTF`=35*tW+dh6y|w+c?Y9#e24!jD9W&0quNrD615$E
zTebNsUrhCvacsj^=Zxz!2+rObdtCFnHT*?dPi(dN9(_*clKi!My!L(cA@MJ-KjOa5
ze&?AUlmV^H#etGEpyF3$*URPdI4#YIseCob<6G)h|9WtTr_b(OGW)e(vXd-D=%BV>
zt59`~oHGT?kZ#-uJ^hEV3K!Y0%)c-bW!p4JiDzQy#0BfZIqvgxUy9WhSqmx75tTY;
zpXgZi%1fDNyp>0%t*5jgM={4a>{{EGb!J=5YGsRok@DM+>z~W+EE_e_@mg#u-}7r7
zFwH`1JZ-N`L9wQ*mq1w4QN51Ae#{2Q+a-%Z!+m^D^*ARHYboU3kWITBZePKsQnh>)
zq38+b6T`=$n;>NrG80sSUDUBl9!Xnumuj>{6*sfiSO$0Gc4XRbz>bOxG9bN#{uK{?
z+Oz1Tg5fD_;p8m>tfYCIUn}g>7P7k5kDhtS`75E!ZyX^zIhweOV=WVgyKwg}4L9!<
zKuIgb`jFuGbh3R&x+>{@VXRg*LFTcc?LJeEz8x~`)6jS$@uAF=n<?~0zWNe<C;lLB
zKG)X^GU&%TiRju23BAvpYl~ypTqdf)r_=-zjtRZXZzv#DiDY+Gt8`P5N_g)6&l;TS
zWz)H~OZJ=ju8Ipua+66<LJ)g*v(-@i%+7|Acmw0?WthPkePax9>Q;i$sFuO$kpWaT
zvt0=lUuJVw7IFkyRBBK)A_N^C9UVpPo6ZtDvttpQJu$chHZof|7)Z{r-d(7UAKIIH
zl&XTPkWL--5vm_za`bK<%-+e{A1>n2PSR4}wMllLy5|jg`fRRRvplGn)p3P|?CD6G
zacml|54ZDI_hS@3X$U#esA=j`;w}lfTV^;O*u4D>GtcpETWuAKLFTH+MsJtSymaZy
zw=N^ijzB<0F>U$Q1XAX__t5S>6f~JcjIGu}%@1+z<sB@KOckR1#~ISAmCF(xt&{Rf
z_H5Y}aYJjv$6L9ecM0DJrYXo|(}VWH`P{v0`K-xu4v(u_%Pf|LVTVgZLL<R{{EQFx
z?*5Sf(C!l8;4HN@{PyvT+7KZZ=VR}~=Fvd-&R<1|8`o{(Y%unr#NXa~=d0r5<gv6<
zqEO~UztlV~T<V6OavE%iouZ%ciN0OdwM0)!cYZPe+b;ehJ?QTqHR#*KnHq<zQ0(Ar
z@>q%5S!vvpc9WSHw@Nh&NNotne-dF*ci87f>+o2w12_#Ot7uG-X@GI(u#Z4X$SvJ2
z)ZDwPs?sr${=^Q(D&&x^PFfu_tRt8t5<d}P?8uU}YcSHx{9r5wdCI!%QQ!R@W=|>)
z4L3VS;DEzVE_BZ9SU)gjMp$*@-?pZmU)5L%)<NFJxV>PWe^TtzC3c@`*XjX+Y8U+=
zpZHUL^ZB)@^Q&qo^8E)Krs4VbnbKS=y}B)(eF+ipzVljjqB8T{U*ZMY^h*Ee5Gfi$
z!U!s5Vt+OMO#yVqFQ@Om=*P|Sd4}gtFr^J%3LlwNI0ohrlbP@P5-;7RxBf?m_+d15
z8xtK6_(SSq?bV(7`?x<l1n!q1r~+M%jjoum>&#M67u%1&=4`r3Ks13Sf;jsQIM*W-
zSFkoLG$n1B?vlS5Q;-pQD_A=g&62i4_eE%Xtcl(P{nFS^?{UGCegP;!)_JgzP^_g|
zd;(pQhvfG7EY^GE>{yY1QK{hhc39GlInQ(B=H<{=dGG6Aj(sf9u2LVNF~BR<w29sJ
z#7$opZ3#59b;AhP9a){Rb}+2`N~M(pO`?As9_JA2<?2x(z$33PmJMGX$Oe9CM>XlL
z>Q|vg>@;YgJQ0Hn1^QJ!7;HfemFle#wKTm8!-Z6fZh2>TS{TtZf_LMm0gQs0?&PV-
z_t(|M!$=m!Y6&iBdSi3?)si@nCX_0lIa@Efz3`Vgf?xg=Hl^DmzhW}iJ|eYZd@zND
zpsiW;#8y+gEo6DSX5ynZb;!XLQOTS$qEcLD+Eft?GB>|UztJ!fy(?;Y=XL9Onx4(z
zSJQ(oz3HCdmU+gvtvtr#xr>+gB$mdX9l!EVH;}UpUFLO`i*qboW1Lt3OJ~I9&7U3&
z(Cm>Q|5T%Sw~#XUDE0bO`o;ItE3-#UtY6_}5rO?H!9a6rdL?*z!{=)aA!Tf-Tp98<
zt)%JVfK9Usc+xkZ-c!(F^6)5vm6R?L7-;%tcdz|$dP{kA&ky`ZcSCvA(~kpTvV|Hd
zhs5jK#^1rcOwY07{MNqf4LP_yZ^d?Yi+f}+fvv}{+ayazja11662XP559Z|#V(*N1
z>yLMHA0S_hk9Kq03h3DiB(7Rm+OY{-gN|pE*lV1dc$&r%{b}|6gX0He#pW+7hYMjD
z%RZH*c<n015lw>z{WZfX)e#ee1N}9Gdv4K>(-m1YDk+f4TnBN%pu0U0FoQMSD#VDa
z0RmsIGE!9}-my?>c!W3jz8qB4yHStf*I(1Fnk&;ega#NOijYfqoevwyE-9=dtlEcU
zEAexK`E-f0xwYGT?YUZfLjG#bOL~z#OCz26v8J3QZGZkFwe8(LFM71HQ+u+ftOI_1
zhxK77YlII`cd{s7OWhOY4;R1Vd@x+e8n$1@t-WnSxG$GTw}W1vg_@)n9Tio7LkQrP
z>6;Wr5(vyA>$*TLCWIL>)HjY_F5ATub***$#_>xV2gMsG@tejbxjlHdeVhYpPae`>
zw9o@YDuXYLI&Y$M2_{D>9L?z#9G2y#V>5aITYN41#U7T){d1LRAP{V8n-qd-0o4k`
zdmbfhGgMZqEY^(U3>^%R3Ce}lH)-%%(RnvpzTwgdXO@R60VnkH_Z;pdoX&q{R0#4c
zlEv{SA9e5fTyROwm(Qq$D32A5a@F)aTN$8JFGc9ZSK(yu>g?vimn*n1!i)X4-&h+m
zRG=~awN)lZcY;Yt7PzXUtR1iIuO&u?M)`a`Dc`m~S6iuC-qPE?DH9MaxKh<pVuUE!
z@vd?!OK|LsuzQS((eIb3L696v<VKLs(!3o_lkyBp>@a<WQlAX!J{UNc64SOY*LE6R
z4^kt0@IHl1YkJ;mm4d`65wYtx$2Zk_Ojw589CKZZ1}hL9kW{Iqs6s*x3cRx@wK(9k
znnvAY2Nhn9r+u5sWQQ9VA)9O~i=DTQQ5-YQhA!5)#RRDDNybk??T+>N<q-UG_(>uv
z`(W9)Kid-?qi1wK+b~_N>WO~QPL{5vVKi#*9m7gf--impU7JW^ktZysr{X=H&-UZc
zZSQ&&y@_#0I4|6>$I&4gg(_Ic=_olg&IY;X??ZbnjLJM-cKhrU%h>fkVP^4-sYdmy
z#B@}UlKNT8xNA)G2#9U_Z7&?c&cF(RmomZ=h()o)qN;qun4u(!D*gs?Vr7!pa>_!9
z0oY*SmQzWjgK>$Ep|o%7;DcVqn5xoIeyw4?{^4aXQoz5Y&!(x;Ya98wkRUjerfse2
zl*;Vh${bn&&-h4OdWd>qlNRtwt2+UPt6L^48swXmK}VMb@7Qg-CtROrai`uzP8H~F
z<q2ij<??1^*?LQ5%$a+GGPbGo56RV9pqJgLcc|izg9h2Ozfq_;HO>2%rJ0)eCu}1R
zjQykYYJtkku`ehap*#5l5zoDoU{&Rd!Z=oS$JseVq#2nsk-T?!jZNS+jXsXvI{^zj
z1@7IML>1LrH3bHPI%RywdSE(01V`2%Z<FwHN4v{XpGI8Y;yq=`5HYQI_r<L|#AhFq
zrj=KPD9#ea&%W3}mE>#R5HXpG1BuwZS9f*5@o}?hw0ml`{ox1vwHJm>b<DAB=k|`U
zpJPD=Zi@+9_YIn~Q-$y)cv9*n*hW^!l!L8?b;^e5%9!LnX&>hh*+mt>Wu#REUZLQ5
z?mjDNT~pw?nJSHsc*n6Q#eZzQta%gceRZefDt$J7>A^6CL}qxF{=n-Ji=Gt3q!!cV
zmi{OmG5&SZosEP;vcBc(gR0F+VFl0q<UNu>=sjWpMGC@zO<_vav(;a2BEFG!)b}IY
zP0*XsO#jsU`P#COgMixfumknl3!6gsKez6Pdtck(b;|6*_6PZLPas|agG^sLa5~8w
z-I}8NZcr~snMNkT;iLd`gUp)9ECV-T8KYe*55^y({BV71m*cezGrUsB6;=7QCEtvx
zo4nurAm85fF|=fNa}JLe=u|H_<4E3ZLOv_ZAw6+!#)Q(7cY-PdajGe#epdF(I(~LN
zm=q*ib}Jo`(I1DEyRauvK)%jj%h;N#oJJzI^XaNYb=yVaBc57!TG-r_bZ7LwPt=N2
zwLGHpRw8QMf-^7kc4ebf7_*n}+o-<FKebF=z^f?DOKZ=9x;KG<2Tjnf^M$*JPKeF?
z7Bv$4UK|*e^!S{7Cw#F>@N^35U4BI~nQ?Mhks%`jH=^)lOj$>K{=qHn`<5+5QTjMz
zx3e;lS*yicrygakz7Yf7?LRmNDd`ZKX`bHfPC`&zRvxRs0S56FvWs+0AG;emShZJ^
zTc}9*gE*ltx{O|h=NgB@t}b0>{1$tbBt#Moknvg_EZPkHh0*hK>*U_tx^nFSa)RZT
z$&Q)z57<4(g#YPvp^i!AT3^U|>Fde82XeJp*ANb*h4Ko!tLp)mJ*UGPuGBW1_l#+q
zv~aFrIVkeE)0HqLWJHOsszSaMD4<PSU!@gK2vSvNFHwImK21AciQVhU=YLQU1AY+^
z!?5$b<b(C|{<u6zi;>Ds#djMVKeZ_?veYu2UgWr)9dWBukv&5$UTntX?4D+A%g+t8
zjuf>WL9^C96>=x(PX?ra%#R$h?MuX7q0{4;;<%7p9F-=V)~SenBu8ebpjM<pPe&im
z_%_R$arQWS<8Z(~`w{I0rjU#L*PlW&7#F5@{Eum;7qVBE?KjdTGjuLKbk+CYO<+@{
z-<x|}6F;eUAAa>aQ?%7n_u9+2S!eA79R*omZJmUI$%2Oy)K#wP17`0^z9&?iZI{N%
z4Xl*Tu|1X*JSG$*o;u7~Oq)ZjHJx|j3t+lgGi7k7J7C+crLo>i-rZ!`bhU`ZqpQBD
z)6|a?_iRVfrq)e;1DsWl|GJp<q8$^7R(x+Sd4o*L;OH?U4kVC9xw#yf6p6pgzEwKM
zq^wG(B~~Ys)o<KR|3IPcY)5GM8Tvc9x!Jj`+|4EvhR|0Yu?~d}&Ak}cah~^T_U+X=
z)v?v`Mqx&jMn@H!6)qJO6;Xl-$`#tgjHzZ%e0RHP+EsL?T#K2=eguwNh<!<}HtMIo
z8;ci*#h&(YxH62+NWrBQZ8YPW78=@fn<TAgD_BjCp}y1$8B!OZ@Z(LXrs`&8c=M(d
zyqYo)S<m#Lk~w%>QFE=mz|2;7{Yp-pN@R-(fyGQ_CPz#)@>^?MpS`_OTX=CY*j{CJ
zn+&((-lA8mYw7(B^Iq0VzhBvvL3pjsQr{v*FQ{23+SR9zF>uO8`k49i*<ptc(?><l
zOCB(mK$d%4i*7!~79Ubf{GNYQ^f;vdBL9mY_kM*6XTyx*Zt(!mbS}@d<RYz~g)*hz
z*qBYq$7_kHp#7^1e#uuXDBP1fp5SB@*KTrnUshauA*1z#BF*^&SN~JT?VOL^F1KrD
zmR<-MMMef$y2YYjacak+`CfB!^_bZvbVbfXdR>x+m7J6EJ3n>>j?Q%jGJ17?Z!n!r
z+H`4jx3jRR`#PkJSEDeiMeL+Bmpa_j@{F5omKrWNw$dLf%F|9R2%Sy)We{tuRY2%#
z_Fmqcwlxt-%1<CVsPs@=P?r!cqaJm5frLV}nTs(KFjoLI98)?(5ZViwzEpkdC)abv
zV*V{dt5<r(!i3V_&0ndvGVG17fBJTVQeDD2GwGM{d8;Pe$4|GKOPP%Z?}_DPxYlb-
z6>_&dVXC8`;gZOl*!(4}aWE;(uU2{J&GMs>th1luZI*eDj}z^fJ>CvKi<SOzx2W(`
zCxseD+glWOJJT%qcIv(`ndvRHyr0{8D`YlI{pC>^`TX}1Z{L9ATOZCz!NnMaQ1xS0
z6wCbJoHRZLkc7lLQq2&TCixtle2%^t^*BVnr_V5|B|1=Tq{^JZEzY-ku4q8=(dB4@
z^>zvsxw?GlH{cGKnOd&u2qn(*BEdb*ub*-Bs_>|oHxg4d_;L=P>Q{}OtLGB*Toj(=
zF4ydmi)w41eqPR@FPedFmAv_e?eX_^P0wT9_JRJ+K95Lc2WEx0zj$U1d@b({|0<?z
zFh)VW8FAsdjbPX3wF4_s5ZPrv9h|ZDDVuF}+4`E#aYdOSX4^Icu=)ZvLR4Q*e?&#%
zgdR@SC7h;;k?}nH8xxs~moA&?4N7(A?oNU1Q#iUKQlCV|CO<NKj<|O_=XKHQF~!5&
zg~_6c*TLwnMfngOv=iAtMgYoD$cTJqt0-W9KPW&I<y}{(WfRw3)Tp<w|A952#W`lJ
zyqGuAzH*Csi}_ng7iPVt9Q&bli25_=(B_RQ=U!B2gWTSFFq+H0DVth_@oL}-Db(Ko
zbCzI1<-x9g^wm_or<PZ>7^1K0>qBnfZBDmyVU#ZQvKhZqFP(-3o(hllexGW7`gVP`
z9FMouqfFtD8oZj?<X2Xg>lNALt7YBSunXrap1tWT|2dWgEok3j?Ii1e&-<09K=YXK
z7vp_Gh?7S)(@;RFxW!(Xfb4Z`Ny6pFbMXOj-3KhjUqoc|Vf;_onqS_0N8Na1>b;~R
z_Rb61smz&?Zev5(FE3e637hnBgr0fyee?B8FiBWe)NR5&F~EC>Ta`6XYD)G?#DeLe
zBQcuRq``07p~gV#+?vd%*%%}-C2&74xW9RK%t76$Ztt63D9wBFg<b!*REl{~3LiH7
z=<DZ>Yp<5Qp^K5hx*5p!^+&vn{%D~>+uhF;Jy1)2>D}xNCCcmwhV9R^nf#qSp`u#h
z7ee%#F)sV1i5~PaAy%tt<=5t_%{^bW2`JU_lrlY8u{Q`^2_GFxq!)ib`pydFN?d+z
z<tr*+;HFFLQZ7R`LC`_HLYwQSI&lu<@!dI>3Y5g(E47jB>iRyixyoLA|EX4MU+mX*
z+|%QxoDzOg1=F5_HuXU2hs%^Vbm=KyerKe+c(pyPVQVvrn{q*;bBv5Pe*mk%B5JYN
zomrmQL1U>H@vu5m@#p%?CiE(Cvjcs;rw6ghpmV>x+OOu}2S<8ku!?F})br;wUX;jz
zhYpr!ZWSx}DZQjteyP@xK}IQi2_|FHc`;EhEbh3`{r%5l7#h6Epi<Fihsj;cs4H)C
z&0d>;=E2A6nt+{NIgH8SH%!cg*E!ULlY9F_<dSJ46S8XWfKhx+ma6}i>TEJw?b0jL
zDWtQy#b+Gjv~$Ga=Zj~)dkV`;HFnO(mHzwdJ4$G0G@`ut%!@z-Q%n%)YtwhFV>$n`
z&TZd4VaI`6k25za(68lu8~y#YVaj~65Y<oE_EGG>lm1I=iboPH6}$cup}X5_iXtC^
z&u=gtegD#X*(Ry}lN$WuRxjLh_1;+Ec#RR~-L}%BnNwgF!qL3L^pRUfSqbG$0oq3`
zH%nH(1)e&n=K1<hM9mLy(O=0Tzax$Q1jpRFtMLb3Lkt4>gRUVX=Y=)1z*xGmo1Z{E
z;Jlw3T6o!Q(QsY_^sdNVtfHlj?QI_yOFbV=eG4Cqg%p}sPL^6m&J18pS%SRGfIEDD
zJW9Zo9l(shZz$?&sN6Uac)`3JunquOiQUV=-q9821?T-S1O~KE%)-3vKO}A#IPbl?
z+U#ylPWBjEH+E4WDIqWjEGEcq<pQu!Je^!H>|h~rUSLWWv=vMjfQ<Y)A<%;ZccQyt
zVZy?mo}NOUVnR+X*1}*ZDJfwQQDIS05TF3LdONzAd4U{VIf3<lY{d57AHy77g?{Ww
z$im4%*!G?<SV%<p_l17v`Pe!+vY#w$X71$f2IqBmw?)Iu&7o43U<ee178jKOfx(t&
zkO**r%*`QasJRFjENO1>`*PU7Z1ZpH0UrPhiUEEAS}*{pg?6{Fbb<4#YHP5o+Bmto
z{mK(!ml6^Y=N10#>;JcQ1;pmxy#NICH#f)t8rWR`?_=ey1mM7AMMc13AQ1>i1gZ~~
zfQd-KL?HqqV3>%AjPQRbf#3r}6@f=d0I=u(#n8Vf|1#9cMIT5BSp!Fmqm!qjJQfRZ
zYs}n$aQwR7k3qj_WQ0#5^cUa!x4mVCy?gh6_LqahNkX6KU`kFF?hXKO=Z@0<C0+j8
z5k_15v0<#ci~Wz<KwAh~+FPFN%@qhT7}zn|0%mnWF#|H&>`xC10~yIHD+7G!X6t5e
zDf^@H<n7&lZP?qMR1(bI%+VUo>jgqvTA8`qyYT{%`k_Yu8V!3}*<Tw!#tHv9*T2N-
zhY6@`AZ)^aoEx&#?Ej_fzc<mJhb6$Ng7bQw9EJbjh5ZFI^?Oy{{I{a!JK^5}H3Fpc
zNtN7Gf}NC@2t))5mJpHpQC++uBD{bMsKWnI@dq8w%f-@)T7+FxjQZp}`t>>?M2SJ!
zt=NCFL8U|htk}uL?)aNc6e=YN;Ku%D6M;%X0I1i0*u<d#JMQl`5s?$F)!%JUaj}2s
zpi<)h(1}Zm|3fDMO!%MkiHrYpFX8~}>K{5Ov44CIaS_pf+8~lZl>WYF2@!FCoA-B{
z_`lh}Cy=!N(1FDP*x%o65@P?N6NUV9FOnkv=>t&+^sl~hb1?$|TQ0yeeAtEcY<&Qp
zoESR*X><Z$hX9jImtFXdqm>i;4^$rj_)=m=$%rXPfRz-a<W<BJ#N`3!NkG5~N(y2s
nDkAcVN(z!<vj2a@4+NvDo0*H-kE9Y62a8Bib8{<esZjqvT@p{M

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-reg.xml
new file mode 100644
index 00000000..fefe291f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-reg.xml
@@ -0,0 +1,50 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-010-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='280'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='401'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='434'/>
+         <instruction instr-id='447'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='493'/>
+         <instruction instr-id='493' subinstr-id='2'/>
+         <instruction instr-id='493' subinstr-id='4'/>
+         <instruction instr-id='493' subinstr-id='6'/>
+         <instruction instr-id='506'/>
+         <instruction instr-id='524'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='552'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='617' subinstr-id='2'/>
+         <instruction instr-id='617' subinstr-id='4'/>
+         <instruction instr-id='636'/>
+         <instruction instr-id='650'/>
+         <instruction instr-id='663'/>
+         <instruction instr-id='728'/>
+         <instruction instr-id='741'/>
+         <instruction instr-id='759'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='785'/>
+         <instruction instr-id='850'/>
+         <instruction instr-id='850' subinstr-id='2'/>
+         <instruction instr-id='869'/>
+         <instruction instr-id='882'/>
+         <instruction instr-id='895'/>
+         <instruction instr-id='960'/>
+         <instruction instr-id='960' subinstr-id='2'/>
+         <instruction instr-id='960' subinstr-id='4'/>
+         <instruction instr-id='973'/>
+         <instruction instr-id='992'/>
+         <instruction instr-id='1005'/>
+         <instruction instr-id='1018'/>
+         <instruction instr-id='1080'/>
+         <bounding-box x1='72' y1='94' x2='520' y2='359'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-str.xml
new file mode 100644
index 00000000..32f83dfc
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010-str.xml
@@ -0,0 +1,164 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-010-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='266' y1='321' x2='339' y2='357'/>
+            <content>Launch:
+May 21, 2009</content>
+            <instruction instr-id='280' subinstr-id='-1'/>
+            <instruction instr-id='1080' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='352' y1='321' x2='425' y2='359'/>
+            <content>1 Year:
+May 21, 2010</content>
+            <instruction instr-id='295' subinstr-id='-1'/>
+            <instruction instr-id='308' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='442' y1='321' x2='520' y2='359'/>
+            <content>FY 2010
+Sept. 30, 2011</content>
+            <instruction instr-id='323' subinstr-id='-1'/>
+            <instruction instr-id='335' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='72' y1='292' x2='210' y2='304'/>
+            <content>Total data sets available</content>
+            <instruction instr-id='401' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='296' y1='292' x2='309' y2='304'/>
+            <content>47</content>
+            <instruction instr-id='420' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='367' y1='292' x2='410' y2='304'/>
+            <content>272,768</content>
+            <instruction instr-id='434' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='459' y1='292' x2='502' y2='304'/>
+            <content>389,933</content>
+            <instruction instr-id='447' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='72' y1='234' x2='233' y2='277'/>
+            <content>Applications and mashups
+developed by the public and
+government</content>
+            <instruction instr-id='480' subinstr-id='-1'/>
+            <instruction instr-id='493' subinstr-id='0'/>
+            <instruction instr-id='493' subinstr-id='2'/>
+            <instruction instr-id='493' subinstr-id='4'/>
+            <instruction instr-id='493' subinstr-id='6'/>
+            <instruction instr-id='506' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='299' y1='265' x2='306' y2='277'/>
+            <content>0</content>
+            <instruction instr-id='524' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='379' y1='265' x2='399' y2='277'/>
+            <content>237</content>
+            <instruction instr-id='538' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='466' y1='265' x2='496' y2='277'/>
+            <content>1,079</content>
+            <instruction instr-id='552' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='72' y1='207' x2='184' y2='219'/>
+            <content>Data set downloads</content>
+            <instruction instr-id='617' subinstr-id='0'/>
+            <instruction instr-id='617' subinstr-id='2'/>
+            <instruction instr-id='617' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='299' y1='207' x2='306' y2='219'/>
+            <content>0</content>
+            <instruction instr-id='636' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='367' y1='207' x2='410' y2='219'/>
+            <content>652,412</content>
+            <instruction instr-id='650' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='454' y1='207' x2='507' y2='219'/>
+            <content>2,348,928</content>
+            <instruction instr-id='663' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='72' y1='164' x2='249' y2='192'/>
+            <content>Nations establishing open data
+sites</content>
+            <instruction instr-id='728' subinstr-id='-1'/>
+            <instruction instr-id='741' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='299' y1='180' x2='306' y2='192'/>
+            <content>0</content>
+            <instruction instr-id='759' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='385' y1='180' x2='392' y2='192'/>
+            <content>6</content>
+            <instruction instr-id='772' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3'>
+            <bounding-box x1='474' y1='180' x2='487' y2='192'/>
+            <content>21</content>
+            <instruction instr-id='785' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='72' y1='137' x2='246' y2='149'/>
+            <content>States offering open data sites</content>
+            <instruction instr-id='850' subinstr-id='0'/>
+            <instruction instr-id='850' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='299' y1='137' x2='306' y2='149'/>
+            <content>0</content>
+            <instruction instr-id='869' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='385' y1='137' x2='392' y2='149'/>
+            <content>8</content>
+            <instruction instr-id='882' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3'>
+            <bounding-box x1='474' y1='137' x2='487' y2='149'/>
+            <content>29</content>
+            <instruction instr-id='895' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='72' y1='94' x2='232' y2='122'/>
+            <content>Cities in North America with
+open data sites</content>
+            <instruction instr-id='960' subinstr-id='0'/>
+            <instruction instr-id='960' subinstr-id='2'/>
+            <instruction instr-id='960' subinstr-id='4'/>
+            <instruction instr-id='973' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='299' y1='110' x2='306' y2='122'/>
+            <content>0</content>
+            <instruction instr-id='992' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2'>
+            <bounding-box x1='385' y1='110' x2='392' y2='122'/>
+            <content>8</content>
+            <instruction instr-id='1005' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3'>
+            <bounding-box x1='474' y1='110' x2='487' y2='122'/>
+            <content>11</content>
+            <instruction instr-id='1018' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..d39e02e5de7c8825627a17d2ade2c05187188848
GIT binary patch
literal 116007
zcmeFZ1yo#3*CyKCc;oKw?(XjH?(QxTf&>Tw0t5-}5Zv7@!QCZDf(A>1>omOj{r}8A
z-<`R0*Il#Tv*=yVsoEub*RDQi*Djh`O-hEDorMcb{rTWsE|{B)jm*`;0W2iMs$}hA
z>t#pA1If`~m9cm7vi2Zjm2oonvX-*8bhWY;5dnL8d03k}gZ<JA^cCNI)4@hTBPo&Q
zdDRy)%uw-h`0&|_JA&%Hy_8S{NshfEyH`Q4hrL^e@RN-#Td#xk0Fh>IL5taCv1k~P
zdSpKEK*X9sRX~jds2h}jASZP>*4{9DwkuC#$K}wvFES>)Be-@oRt`5(&F{Hu`inOO
z_52-(ryMrsaEQ!ex;q3oPpS8dHl_AE?d8%&a0V3~344G5@ds=^Ph%HB^7om{lHs-Q
zuhuiqPUpiYKPSCJYrf}I%_QctVc0n|a)C3!vbZ0F?j^lhKqG{%h?SUd8}Wv|n7_dE
znTWxy6Sy$1vgL2L?YQwzhLKo0l5D)#N?aBV+2}zKGABlrjUyiF63AX9q6d-tlIZa@
zuoAn^#t1h0Cw?k>zF;^SnD3oQ>v=cvOXzznNnV$`Bu9qDSO{H}%iazh((`$NZnQDU
z&l`kkkpnnb>x>OFp-r0#S==b`@Pdt*(>MHav0s*cy%n$t!j###4qd)R9RDHYo9tWQ
z*ow*?jkEb`SG$3Dl_;hPbn&|GC^lRQ?b>9`Rrb5d-p2IT1~*+f7d2YY+Rv8H9fKxm
zz@BYX_N(o|b(kiuli0XScnU*~=aTFeQ(^ex15KyS!CJ+zMSAxoBizpfcx=w&dC-vT
z2~(Y%dEXfwd8diuK|>ojt(#L`3z9;g_}##wEeb_`*a_ny&VL4{vg^uWCmLsxZ)?@A
zN+jbbPd~C^Q*<tj-vrveT7|<Gi9PYU0Gf<)jD{=*Z4V|Q=>J;MTVR?b$zIHTp$zMr
zWx-E`FIDxa-~I(lOXElzy2i#c4!c8Zo~F0WsOwAUzCt`0nMex*dPNuTRqO-j*X7;!
z8$a&j++c5f@lo5l@00OJ4@^5f2YR~ir*BkkLkxKr`W;#CH(FJnzk9J=y%xANIxl*5
zSwtFmyFT2Baom1UDN1|wy>s!|j;!kadS%wl0cp5u`_=j9&L45#10O<veHs?M?N<$C
z`f~X>@JoE9wrSIkBHQpvk{5SbonC8~`**%yBJa<a#{(a_8#^z5Z45u$?=BzTUkLVB
zUc9_W&a%q7UBo;_art7wy8G%l>>V0mC}}riSMDi-@SG)X@B3sg8NM2M_Q~LtTH(GN
zb72JuRL`*>J{}?%k?@C5Zw}1^sl;EA*hL3=iMIB+3*B{E4i!HG<ov#oZ{k<zbVus-
zm*}Od>P26TvucfH(vNASOjG&T@{di0+V}dcQ%=jS)aKcA48N}4v=NCe3Lx~+z`{=}
zwC#<9WB6fYPybD7pnU?F$)|*-B#JX^(m%c=k~z}6*I!v5i=ysoKYIzA4PD15Cf=fB
zV2ZEuVj(v)j=wb0Nxw+ir2D$bCIiY?nLf{ky@o#@$#rCou|$Z(Hc~~{*1Nmv{CP@|
zyb+^L7vkcU19v;#yXPfi<>ozc+XvqSyaP(&1%x#}cxTRW9uB`gC%)>2$}!}z?2YM^
z8FgTEbx1o+63&j|Ll!qs$FR^MrIhGEm65_bXUi?Jiy|7^WYWCSN~v0-pLX5&p@K7C
zB+b8OImkrPu(AT%@9k9Sd)~z>J~_NFz3KGMd~~zT00xIe+HHzz6&*X~V;R&SUh1~L
zJI*|;5JhCqfCf{>#|6C>I!iu&;By^wQRcT-4fSsQN!9Hi4yxVLS9CFXI;`w70S)l0
zG@&5#sM)t?(avaZJaL9Gb`F`9icI>pVBO><2DPVB(tE|HV1lAmWV&?fDI&}qLeMy!
zky}yW5TFNW<V3jQhzhyQ;!tHVK%<_o`<IA{-ucmyGyT-Im?wVup+#?3f8{+owQRr6
zkI8#9jit;r{q;zmxKl3Z3`67yuOqkluXBtG3Z?k=)qYA)#<XrijH6T6@ogPtSZZ<k
zfX_zCQ%#M<@>tLsWwt~pt`zzqHL1Iwsgu+PYqXw~>1dbJJQEOekEin}5nD|({HCQ{
zT!;Z}nuy)4@xF_ye3M;2BCqWAT-i_fxY@(504w8%7Zl%*l<vO|GmL6$SAQ>vJf5$u
z(NnSQE1c%YtW6oJTgzTPa7#Sa*hkZU8yTH;C6`=X;;3C?jiOMw-w^Bt`;#WnO`-Y7
zd(Dq|^gG64*&+!0EluN=IZ5(`wzE-|^DF%DgCb4c5G|u^Clj()KbrLB4um@Lvr80{
z`kFs|=KKs-i6pzSPgzr4qpuYnn!h37O$DPweKc5fpfox~#R<*J{MPdswyx)=Wn;Fi
z+ib0Sa*JXm>lkFjv9C8RNi0eFMjR*A<P&74Wrgvsp7~WTs+Hs4-q-xlPq%4Npr{qE
zSE%MxC|8aQt@`RgD{Djd);g$Wh^F5^6Z;2r=&*$kPI7UHJvqu$93#)fD8R-9gKFlZ
zEy^O>JIA4XnRima(NL*6$w2Lu)v$@9gc6CvS5*EliN-B?6pLz+9^$6`cvdj3gKVoq
z28BkaOLizR(SXi4bs`*Zla>;6Ka%JCq=M;^8X_;RzXa0A393PBy)nxf_Y~H}wC)qG
zBTXW);c-Y>qyIQ&s|SNnJu<G9O8?$~b?GzDGZn*EMEr7fx?yC~XiJMA;0_WgQK@wK
zwxv~}+c{4&?%YD=!Z#B|zFl&$z<^{SYTSBpm!)=fPESfnD?^beefY7#sD(vTNv<=x
zw^mv*DRT7k!)ryMGhi!ggOB)2Y|^%=PBU*S#OZh`B=jfDe^CahOrf3or&^m);Hc72
zPfqnk;Rw~h+t=mA$Q5x2BG*VOs?=_HQ3sYvr)M*e;!T(Op~S0(zcT*j9;A2V%#IMh
zaO}bWUC=KRxjN0I6ibBhSti10g}myuu9;xmaez*NplLW9Xh)c7*J<H%91gk5>&h#&
z2@M^n?!zftrp4IqXpuS|t_N<Pu9)vlCOQXl%#k%6sfB*uylC5O4}&}yxhC;X31&w<
z(YB&CGu8ViNLGYs3)Jyoy9uayWq99SNahED-tPQRT+bUdfnl7tZ_8<qU}-#gIqtw!
z2-m`ftk6ZhLx=pV%wSCYWgX32PmBU3_K3fbdV=X$nHV#Bn*Hhm{cZaOJpQ3noa<SP
zWy##fYAedX)KFgKKA0M6n8UHiU&LQH)Knv*L5j>VUtQ7pshm4z;;E#^tqeF<_hUOx
z_nTWj-lX=G)lyQH@ei$y$ek!^En-8x$BxSxN(ynk2*`V1bfjOJTKYN<cc`n8B`hD+
zc+ap!7~Fg!K@2m99v5*9R;D2O(Ida$ul~i>zJT5+a6=9*Zz}P<GIj8W`n${;Cq<xK
zRy=jYbD%~lp0^KWh2?aM7czP~$}?Xj3cH|~4t*Xri4T=d-7AS!92L_ljO#94XD63)
zgF1&^)^)`Sg0+HCDF)O~IT_zP>0$h_77G`#MkV7YyWo*ll=<*ojON69^6*XZ=TGnO
zw@Y8s$dw~_XGvFXDNGM!3;I7xQS@_;jGcSo&R?wy$7vN40909Gz;)4FbNNUxm7DvV
zqK?<b7Fmy8?<JkFE~kNkF3mizr$UosLw)m1XGiu=Npil?O?z%d+`G2b-DBBN567I{
z0L=Kr3<3)Dx~~mZd|>9TlGJF#rarl12iP|3LbSavmp=!~r}6N-zddhN9c%ARFJ(_1
zE^d(-(pY0UBK;9TJ=?WHqb>jP%oRm&ptU&^1LZD^d_~RFX^MHftO8e(G@ZuS#dvv5
z){BnweDJ{BxBQJi*C?v9oY4_9Q$Q!;%-F18nHzt=U?w(kV;3CrT3Lb7!oEW)rUNz}
zw{!gDn)A!=#Y+|_!=Rv5iMlzF_bgS>7SVldVaw||jM1j8*IzhD7e^#pQbYGb)4Ifd
zR7??5!<ZUpms72r5fJpQr-zH(;Dj*RS$lq0Z-d5;zJ5=6S&+238Ye;rlDQ+rZpe5S
zBXp3F{mZx!Rc4njJW~>P*DD(3qYUYcyKcC!ME~jhi+Q^#9kKjE6kq%{VinWzB#g<x
zP&1PZbgYqA%N1*SeZ9obnJ9SKq!~A-zUnOZxX2S(?31WF6}HEY8Qi)2G_k#nuH%}I
z<Y|S$NXIc-(elllIq^O`Z{Za}cW{*wp*W+vUnsG85$I>)sl3{$=d^s*u;E3~=*WjJ
z6e}s3d|FmYc9or(nARxHlF~{&aas?3ebBVRIV-kyOZA4smwDR(Ao0sX3zyR2NVjjs
zzvqlH&5mNmo~2n?G{M0&J23V%5uaQL>gYb=0aw&T>d-sHj(C!SmUtv!wLi3`th7#8
zC1fxGyY$oaQk%}6Bg*nwF4@B7yO@V5A$s|E-9zdEcgpSv=-FMSu_U)$Ar%`ox4LM$
zoMwFq9wCZcl6~?Gjf>?Aw6gTwYlRr|M2dk@BKXo#ZD(J}I_e;DZXYfK*p%o-L+pU+
zMIVouPLewT=QaD?R5xNibGgw2ya*MWL*b6|NyLx`pnww^g0+j)?>-L%J^D$H-qB;q
z$;rk8{ymSA^FKLJoLv8o7gcYl_>M{z-Gq=(jr2K?%7u!yq&#J5$Tz9qn$$$klJNLQ
z?-L%CL#v}N!G+hj%EbW(23!bJ6Ga#9H%xeP^0!c%VQ6k$xDU`>v{YzBVn2}$KSVsA
z$txmR<!rAh+Z&1;x!sKWA+0t0g;HKgKKS9PGcTmOKP`2|7%Bb(Vn%#x$TKJh>WBwU
z0kY%^*jD-UiN4r&bR{_iYpY|F5qZs!Je_npV#fDs6jn?p$6vbF6C+T}8MG<bX*9Nu
zE02Xa<yIULuD9sk>i4+Sx3iD5oy3tll{Cv^TK9hqt;U8<_@tqRUTE|T-xqBN?-QYK
zb~R6t4;qC$UL-HWphbq<<=#$Jq{y2aX8T;nfGLkQ1Q<*+$3a2$Dit)-SNKfoG}x2n
z8!iNl_H{8V8x3#FXyQuT*Qj&^u$^z_d@)-9m#{;LGUa6-Crs>1g$=QaneME$q-fu4
zOk&@r1k)gS_qctNc(dDbmr)pBI7t$rR-!*uW<ub}q7R2>L-5>CT$9`Ev~87dQebPt
z*MTqE#A{5s82t=ke2FlZzX2w^>YEn~QJ)LLT<y$gk-LA=t0L)B&{8BlO>}K`FeOE9
z+L%ZfyZ&pkyI`T{=!6>Np6O>Hgs&tO2Y@m^7c#9rb)AR7H!0MSYkkzCiXz&A;=3y!
z>~RJ!c4O&N$k&f!q@t@>eyx#o)5s;ZLEI#1;s`R5pmHiQYlR{LKy3n2P(H|;8}(pk
zhfX8SS4EJ=_f};erJ^GM#itXZU|)(2%#5m--6SHKpVdQQ@i^eE9|g|_PH98|H<tj7
zjI=thJ;d_o@_oeChh~8Y$%RHhR&RdOO_W(6CZ`*Q-kZsUSJ7m0?vZ3)Oh8Pbj_+VK
z*m%2c_xk}Ct-Y_LD7&57*3lG-jnhI3)>A)6>Q|YWHzi;*Zu}%#=^w5?xC;Z?8(YAc
zxlF%eD1twwm_G`(6q{jH;!j>4&L*(+shtJJ`OU7=GS2ceRjzLYFLrtGgaMJ0a~C4$
zTVv_U=?<awS#)6;(wQ|8zV59T&<-MvMXQiwd%`<P>$`J%>wd6Z|G2SP|Msq1k?n$n
zD91Qeu4XuY!U~tW`(wB$fg2#hv_quHZ)>hUjS1iA`5QH6INVOT-Sy2a+zK?#CcneY
z`n~mQ?Vshmrng^xGcQ@LzP%O|x)?Jg4LrbnC+xGQ*l9!h^76Pd%EtB1XXlRe#nDaR
z&1um+*Ylql7bFi$l*tc2Cchod2c8UP-G6Am8-M6v{9^R{d_OA-zr+1k>BBX4;0<GC
z$AioD#oCMQXBQoJSEfj&594{qFHSn=w>uZF?o0zY?iR+gF3nC(y*+wK4x(#c$F8GA
z2nsQjByr}$R^sx9NN|8G$iy`LWXP1Tb5<^uur+B6Yq6P<@`tDuY0?x4<qRaIKOlsn
zf#cu+Hm;(yy0z9gYZ+^_!$N{&aEql^!9*l$nJO~9#z?Nk%5|*+vcp&C_}5NZ@QTt=
zLwwf7!-H%i=9GH81ikT8ty#*2i--0qNuKd*<L^|qYtyZ2+3|_D7BPIf*LvGsD?W%x
zj0CS{r!MtD_nfAQNqoSiVVi@V6z54{-Ut+vl(};9Pf#B8^RSu~CifNFaRO6*M3d+*
zk8*4AWQqr`PBv9#)~{HIlD=PN6DHkhGV|fhil(`upkdvz;>u#Ct+jManqKmJZL2~T
zN$Wj)4fT2`yF&-%X!7>nD*gS<;taWggcRR#?|9zTkJT4$nmH{EOygvNggJ_{1)k4D
zmd9-<)n25l((bx(1PAGhtX5Z$?1WEW4Fd5}Mvi04#Ql@<lU`$S9Ka4a&Q%Ka=6_H0
z^)r2gbF+xvBYn*BlX@|WwTs(VUZho&KXn|<!6^M5d2~*w1`Wkk_r|UG%es#Qi0v<g
z2yOY`D7O2E6I%k*pbSZN2#Jrl$9NJ5Thvq#iino(SsX&>NUdn0y%+koWjKkqWOals
zl&i?zZ-GYD(p``3)_LhZtMCgf7iU<K3XvP3pmvijdT@kGdJlajVnnvGc<<uVHGje$
zZt%H`kH3dfC``#qA_mugPnjcy{8rlJ%mUui(E}C+4{;QqhIixrHfnXk>vr!FN;$$t
z+UdcceKgHZK{qQYBcBAVgaX;p#%ilMu@6?!(2YEqN<Nqq!nP@juYQ`C_)=wtM2bm1
zrM~B6&+W_aK$k}kD+mAf&PklizB|KOB!+PU_`dG!?KZ*Nm5?Ac1e~1v0D_9{ZojR9
zJ8e2BzHP?Pp{kxxsc>p|xq|E<=lzWcql~XUq4sjGP4K9>>%-woVjSALxaSZxiW>sV
zPoq^u?`!AJS&aO&jQyzC1l)MB7A{Z8g7z_qz|@F&TJ}uF2@_q5Zzr9yy(|!EGU@DG
zHEbNkOAbGHe>kI7X7`kQ$VKqtsa9&|-E00xSW<vz#i#XNV|GuF!Q$%E535s#=A`JP
zM9juQ4<(q<C?%&HJ<VwP-DW=9T|;Iy?)jwCk8_ZfkL5^?f}LemK^4Fwm>GSZMR3$Z
zQ_R6p(zm>1K&CX)6U5bEW!!uJqHQoiBArO(qrt}54p|XLizJ?(yJo2;8NaJ{J%*AI
zXu!;Ui^5g8RF@P`Pv3{_<}`c%5#5_W{ijDJv2eXR692&5HOzXs|0_j1W#xBpX0yuT
zlDe;%(_Uvtct;VdjiLuT9+bB+zPc($<Z+WmwKVr68;zvJ(3LTHc2%apKf+Q2+Vp-g
zNhq}Nic|aIwd`|7(NK#wv~z@Y&=uJqB(aPL>`oD&O(n?Bi$}Rhw3J~Z*tRgBtxL$&
z%DW2REFErXdT%zA;Q^jUT(pvj8zk7tg%4b!Trp*rFjiX>OlLP$ZJFcJv7Go}XFsRP
zgwgV*)+zHMz#@vz$Hag)8$BW~_`p1FSG2ECrnkpMH5ibgi_QL84p|G`<NWd&g3x{c
zB8vDF0~*mB!+O+wfMB*0_5#~}3Qt3l0=>vgaYg`>TF;?cc3Dd1TTp*pQYuqD{?b;+
z1pM)6@?t^)jO`D;E}TV1dsu}vy!gn<`or78nWFk_5Ncf<4-Ek9rCBAVKHx_!Nv}CQ
zJqK^Hu9Y}(&xe;4cd_l^MIB3LAh9fqgzhwv9TbY8{VKCs<wP4$Vv!KmDy@#j^{OTt
zcEZC+Y^|^6kf5wv+Q{Bb3|n;CNj5~6FyU1Q_$oxJjvZ|;UB`Zw61mSna$mk=qAsX#
ztRO1(gB(MP*mU!I50hh=VWciir|y%FVIj^d-C=~EM8l9TZd1Ypi{t7A&D*n^MJLbD
zLZh&t%}iFiSu(to8`FFdE)%AxYwR_0imS97-bc=q#H(S|J2TQ?fela21Tu4d59R0-
zJ{8Wj$RwAjVprvf4B*^+4o|xf#NoG!js>GPFPJc3(Kk3UzSIAFb@yCAbmVidF*+h8
zO!R>BE%W=C-Ce7Q@ptw;dHa~uH(p-TA_ERP#@iToOS25NcT3{93eLp@iR0kZpZrAj
zm?pTH-0uaMBMZ5tGKV+gr*g^5PnUMaHtCZ#d2Y)v^FD!}M^hbjTe{-DYK1-u(#5zW
zSf3QOH-(+27db9Avu%qDo*Vjt5;%ziLoBiFW1z)(5nyo2^9(d3V#mf{Fp&Wr+|KUF
zS^j=5DVHwtM0UV*$DZNV<z+!(Vb8V?W8eE(m*5gW|7CI*vtED-Eb}@1_c|X8<Lw`3
zfv;v(<xl&bHEX!iPQnb%Kagms(oW*`^(#1fVPu$NNsN+4s1@Qa4hXES_Tkp{n_sZl
zrEEt{dT@3*G`E{CNNlQ=3kS6}o6A<gBGR<{tYL49Z6YwKjoLvCYrVW?N)$>(2I4DY
z;BQR-?63NHD7#3ahLd)(H}1a#RqFc8)6CViliMvH#Iv!pffe3f&Ft1hYM`k`rW=0<
zk0wl6s`tT|I7rw1=I+%CKa>4#pX|Oh`4syNYzHaS(pOSt4LuA^x~N6ja-4a5cssUO
zD>+%J2BR2!UA>E-G(9n4qbV@$w?H^sLM4mF{jIq3svkjHC}N9=+I)RqJebX+#Z!y)
zpt#n4nx(qB3=xAmC&3%^A5F|rnY9-I71LH_(-P_-dODdj!pDN0&#Olc;BYQ22n9;?
zuk1e+I%}x8aGpzgo;zgs?1)TS)QsRN6JtzQ1B`YY;@V(?#vSh6pBGZS)IE#ELnfwP
zXr>!w1mx>L9m|b|tVPYuX}ltQgUZAR{>bT>s!3jDpd8)hpc04d@60SsmVGF=BY`TD
zMn6hoKCSFPmN&HXS^U(AyJ)pMn_H>Pyf}ESO^veJpN_hk+hUKFr&Ctmxl}HaY1xHD
zRUW7z?h+k4N8Si1$!^qE6KQRf{8{&nJP~>x-kvxZF%2855nODR7{dn6*;WlrF1Drq
z?neuVsU!_Jj*QtGV<QFuZNdi%bE2|<+9oCW><bkVLH9m>b2=+V$D?j=;ci__`^S2w
zZ(NuU;dFlq`u@xT!PMzYs%L<SzjFDg8+>}R(xZq|>9r`Ued^Qp6}snwqJNb62g(PT
zthYWwFP9ay*ZG%zEHIjyI3WgRXMi43)++pBty#5!_<FQ-_9}w*f@PW?yA3kOH#%wd
za)@FVR7kBa_K)()<TzI$(|nY7fYSa#t5qK)?#H)toJW*>BvL}GLIwwCi})g8xuo*l
zK71OQp2)4CX|;b)lCG2SbcVbDG-v=N4q0-Zs;q1>b*ZfH$|HoQ)NkaAIGfqxW}f-J
zXha8xzRHQ?I==tQmvt+&$tXYb2I(jvW=ykvsoI}A=$5=8%7n=T3gT?fX2AM#Uj$EY
zC9D1Nd|x!d$og~G%aL_iJ&mj^q7aWmWBvWSOY?f`bv@6DhBCFBYF5T|(Y{Y*S{ox+
z_zAoFBf$)))!dBSInL$ydG>3DOpLXOje0K|NeaCrMveBe)3X>?N$#8$%`>|^NTzTu
zr$YA4M^NN~_K5PG-3r&rlDS)Z==%KmFs&`M$Vc7gxox;V&0N0L)!6&^fnn{kVPMAV
z{2ZAhx}v7xaHUv1w;_yIrZkrq_5ltWyQ1hnIm%BS@RO&^%g6tRr_A-AJ!P(c%Tq2l
z7_a=M=baf!{>FiwP;4k>7(D-R=<ueugJ-C)bw~F-KF9Q(j3mcs&sIz2P~C7vgYn&U
zv>p|DuyX<%6I!VpJOVjRgfSL1(+A{02@D;%H}NoXwTN`z1m}GcONT0@<W;BhbSr9(
zg)h>NpYI4>T+{zD8WXy%yh|&S@g;F+_$ZUfm>9EQaq87~NL+UJzHFf#@%F&In+0Qq
zg#Fr!-$7<wN#Q7fT(hH8;$7|A+1(dA^_@hj!n!a5@!h&C9eh7iW%-XYw<^x_(8f(i
z+;0%G@GL>huQ7sMKG$Zhci%tnnO(gLme~O!ofB7Hq@V_p)QHjPW~Pg%@v1xsxZq}<
zzy4(>6uqKmzr!-RO`r3cz^LkEMa+M*5Ff7SD)wmcs*2aZZH_Ncd>c0B_-5?IHJ-g{
zn3X_(`gb`&)Po(mnIJC~H^iNsogX3c(%-<~6J$+HiTtKX+wu^sp0Nzp#j7?sy1?UK
ztvohMh<R=gLA-~k9XmH31FZ@zKSS-g(BPz8YYsO`ztYRB2dRxMe<RQ7?K-|W-008^
zxIArU{Dv~fydR1})PA?XyLikY)^r;>SZNaVB}lRUUDWC87^D6Z#Qq3+T$|lkckCwU
z;;ASW_FLtY<&nK+znbJa1GaqU1uI8hf2!urjN3gqOgr|VcW-u&9r8DR9D&I^{IS?g
z!&sQDo*}1CtXa*x$h#d7i974~ffrqnV3+A^yI=7>4vUR-;bq(gB8;kQXO}gn(oIfE
zP^P9JX3cp`eHC%8p_rhwZ%WjcXDM55`7vhEeGX784Z8ZC(sHkl2eaGXZtV&S-C$K@
zc#PX>ZZM7(Mtl39M86SlxFCr-S_$;p$vKhn{bFf!lPBoPCeq@0e0ak|wCaC2=D4`q
z&3JI-yLPv?)^^%>FwJ`V-B9#lBdhJQ7}vDzW=9mK^Jca3UU)F@QuY1XZSPL!)v)N@
z$oMDLhug2JBKINB9?oRH$eKR1lHPu8?2~=C>+DopD;K#K>U`mTyV2WuokcqMuH*I_
zZ)e2)uPo7<=pxgb+T(Yf_uoZtFB=~&=KED?9)6Op4c=cqW4-e^-G@3y0gVC4l^JnN
zx+F{uvfTR#Ujbzz?5&dz!@F{N!qMFN=e6V403r%ltWGIfp>T;%WHX=$J99r?{le`O
z{pg~g@6RMcV+OzPBYrgzaobpf_exb9S`TY(s_aH@zaskd3D?vawy+?CObACRev?|L
z81M6;vP(ufj^~?@W(orMk2TY6C+UUNF=!c-0vIR8q<qe$Aa@1$>56qQPv(A?$YvY9
z>rX5DZ6;pbgT$toRp}p5)cp?igVO@sv!RDVb%qfr!UhphSogP?iugPp-^JPNUa504
zJKC0MmMh19(!T~el__aJB9qmd9<2`6Z*UjC26X!r#DDtK3)$rHv9{4RAmriw#r4K9
ziW4nG%&nCSCBuC#Sj*2rJjg*W)**U6pp#{xOz9WQeRYc--hy5YztMQfXh23mVc925
zQmc_f554s9G}7>%Y|xt#+^K2Xu#LJ|2CuwqZbJiEnv-iAm|;C59KsLKmh^1N_8jK&
z`dYJGCLe^FNq&}}V(AYSv}rT4r#HG<8<$P@S>q~d;^ROujw_K4IT_=OPc`G$#7UZk
zRjG%voe>e%^I22EalRdsu|NfhfgDBHUj5KEpv3GBl~Axn$f~I2V+X*rDz#SO@(1xT
zhi{@rmjZRkp<X798WIrJEq;}<mVH@JW@&GdHl=k2eWa`e!&f$+*l%Zyr4OU|HK42g
zC447E<-nJdbEPxMeek(beah?y^Hn%go4pw31G|+Ffu%`{VQd>v-X?#Vb$_l!vUN3q
zfn2umrQvJan!Y`2=#Su%&ZrCejeU*`=lxu#=;|wJy0IzRB+@SbILie>S0M)wpoFj|
z0+pHydiP$)D60YQ%+QtDh4?a3|Fd<wgf?}4TWXqzyKr@(b8O77It3nWm}?S`(o>i{
z_VL=G{W)+XYdztjfWLl1n)cRGbGaVu<kw_gb;?g!qII7z6LdHx_AgL>x#h^HPSR+0
zYLNa|GB0p3ZqY3!E#P;D%DrXTMbbV{kG6p2^TKX3Svrw4M%!@;uc?-2OzQjYmt<of
zovno?!O!TlHE3B<?9PLRgAEJq)i3E!6QIJ;2+lKE@=<(!#AdB>QoO(c>v@3#drz4w
zg-A{rz9G_sUXt&ouKiqV(A6-#JQAbr-NUFSR?$*aQKXbtetPpT$+urz4UNcFZ>BPx
zgQ*5o<CyAm?{pkqO<}}0XmShL;hoV%S)FUEi;!PCc=icmr4dv)QGWL_a8BKx_6w+7
z$azbu57mL_vl(#{jjTl%^fn>V(#g@<dgOg1ou_@x85)TgjTn@eJIR}@5p|fowypSb
zsY5U_QG%G;E5x+xc82V4`y6A8vC)IY2r}QPdb{LbefN^4CXwzeuL@M{lvPLb&*@d_
z0EA<7(eU<&Q6R7{_-~zZEd&*u#4?l;G_V4K)602lnUvSBf9j{k%8jDE`I$Oeft~{8
z{B90Gzynuqu}~$rM;qM@WsX=zfzP-=MsK+}42PwRPcuJo{Ouw8()C;13^7M%X`}8w
zMn!&>XXSLvImG5EDZ|5?Za<O|Py_Ibq}UwaGkMD0jBLNqZ-ntoK55`0$y=PBX{W20
zE#FL;KHqtXS(~*#8y`=+OB0{lmImAf_@*Cx$BLCUEs{%}<3R&}uQ})zn<h<s7U{nM
z_dr#QzERP<8@VJ}Fm^1UrQ?$sW(L`PSm~-tON)e*`oSV?ajOwwVmn(+8Z^U%jki<h
zmdrWtoyh2-T9vEjkg+b;Cy-;DwaO=26>6PI4{tUD_|d$JUo0`JOGGSdU2B9_9L!bR
z>g-KVr7$~bb&$>XPE=D@pci4a^3Xo>@Amob8dv!-P(bQsYM%Lm)(<AmGXFVYx%{C1
zUT8DpurJM6B$>f&NTJ_dmx*Q<WbNB<@x^l9G?zOY?q@fsonb7yMg+fN->Z_0$l3mQ
zR4s8+7tz4&{+(m<^(-`#8In1Jcn7mm@6~4(;7)6w7W5ax5tyZm??xDPz*6NT@-5zK
zZ?O6-citGm858wzQ)B?vJRNVmB+i!m%TXT!1P>P3(?d=1EWFlz7b73uQg9U|w*TgI
z&1eFUG$Ph80~f~joV&<VBA@~V)sv#UBs%9q7w%OL7t);EB#&>af-*l8KF(F0W}{-{
zr{kWB6{tkS<~D532Fag(R79LI^xryI>n!EbxgaN^Zi%&#(5c`=V-+u(`!~3l?3$qV
zz5{YO`Lb!f%(jUzgc;|2Oj!z@bEqm%t5}=93`3rq9~uVGTpI==@vFklhpms*LDBW!
zr6r`KhCf(hi{h7|P)G<mJp1%3=_Lj-MWkHY!QpG7Qav0|M~|ExMeu9i54b7RA|I(R
zlNY%$Pvk3G(;CK=(s*1|)}~&rv!6?g-CTSO-M|;VbE~Bd&MxSFS?dcQo@Y|Y_+7HK
zraJlo3ZwV%<=hKDCPtjtDyG3t%eAE9JGO#!(8!25X;)r2x>UK1tE7S}0$VkvCas5P
z!~D$Nl(OMMMP4(0EG?rigcS~$JzZLRQ;Ii2Y##P%R;g-@hj`u`Ch0dWi$zv0KIo@9
zE*n})2YqpvM`xjvoWP!ABBlb6!?@=n9cCG7hD($X)A|&&A*hSPywD!u)i+W>TQNRK
z9n!6+ij@RctqU&<DkQ0;(Q#61>1bEYu*Cf=8B7V1``Hyw9KXvm+qu3GbI{Tf%Hac3
z!8;RTJiiy2U?weilU74NS<C0|F>`T1u$H+z^1MY~wQPcsr#`yb|K$L2`g<0~0Go(6
zLkz*1vOv&fD5I8FArYVSO&x9RmPo<OMohT#16i<o?Pt2~T^seH!!XiW_O)LHJ|9`s
zCdVWFUNWJ}!xH<-j*hWY_k=RXiqBBy+BY4Yh4!|iqb8y%myXR2&~m1QFKrpJ)*<Kg
zHzNx{i@QtX=rB&fZn=EMw26Py^F5@!G;<g<syRp3hOMpEs=m7WJs`Hp4-K~A$FC61
zjh6xb1ZskGhch2=o0VIkeJDDd>1i|8lKcd;n-x$EMA1)^3Ame~)JCcl2#{I!EEd#>
z2|!B8$OA7?en=wXD5MY0(DoxqC6=C}f@8-IswLIFXgQe}ZH4MY?pdd%?Ek=<OX|0&
zwhG5rVP&d1cZR{Z!(@z_E@@ciPSd~kdOz3yDKqMan#8=a-Oan9hU2Od*jJk#CdzOh
z(uZGp=!ade)V9A@8k^+3yxCDjHoTC$_0iA%Y+OD7gSxcjoxe$S7)G*p0gh?AIfvqN
z28~8$^TH9@Sl8lMp#<@wIdluRE|9g%_JidOBW|o2zc9~i(_w$12*+El>}U?sBoQ3l
zCT6zK7JGyD%uDJm;n8r@j^}dn>z#%YT1O07dIUl5Nd_C+?<Q%YIDKhnD@U`jQ8Bfp
zmo2He8D%j+jIRmL&vgjLCpHiH^AlZLe@2ImL>@&({``^J`_cbS3SnT*FhL7l77j}q
zZp8`_$SqZxVvkCA*pV{(trB-!E_Q@Nu}x?}(Abri7iW~8Th~b7{n3Z^y`7R^l*7fL
z37i!Hlh`AS-2y7N!}D)RrwiChcMiWm19!5N0h(~uaQ$DLO>}cF%(S5OYGp4vx#A7b
zyd4E{5EdP%piF&rIZk#*;SUc*o}DI1aMb8_xUP8)wJ?sygM^P6O(!@<7Y?;K0=Rx!
z_ubT9F_0-W%y*3MRW)U}Kbsv}G;y_EHCgswj$3M8@(<u#yX~2k4;>!J8{H<uI)7cJ
z9Vof=@|Y|g+Fe%$1$tV`kHu-O!5h4XT=jAun-!-(f1;3rSk1siB@(HnhHkmNw4DQ|
zIgZqR)v;F~?z*G)P|i#(&x4|XKxf_r3#MI{)Z!+rJ8m~+=*!9J)I`wr-YHb7=@KH+
z`4^al`p9h4UCs_$t9h~6exX9o*Fu9l4KXR_dY%Y{ACup&2BdvSHsKLEH7fF|xg27V
z=ibpe#Gg&y_o3|xC_b1bq?9;nWpR)h8vT`O9IUSc-&5mo;a8#gezaAme1`@LT7FTL
z(*6eJFf(}$ra!KxJ~GSvjgAO8k!!PHSb**6gJ5xv#eed+pFHU&kDHH&{ZEhkuh6uX
zzne9ynz^kttFpC~y}5*|ADJN=q?m`DgN&D-!x+q};pzoB?Muc6;qtI{@gjTl)-@p6
z)}F539+uXgkVC?19<G*})?S9JkYmJTtn$u~<|Kbl<;hsJto^(o?MS*hxq4{2nOj<u
zaq$1vhP0oTtmaeeoR57%T9t8q?1BC126D6*Qpv>&(y1re<B?=Yxul1y+uz5?!uB{y
z7B*urg!_-kI|qdKQDn%-{!fV~@$ZPq$@kl!|0d?|g6pYTI9OYHk#YT9Y_9)~*iWYj
z{!O{L{y&iWznoUC-zVuWdAXj>jsHHaT)h8zTA%iQ{!RJ*+9rb76vS-Fp6u3>j8)Oz
z%9G3x{Iq8T=6uwG2KY%C8en5GhzWT=+SK0+<WbLmvkwT1xtF<<tL+~R{%+yQ)?VgT
zkP^sR_+#L|TiBx@e`|pCPl3U#63VP9t{%?jPGDA5HDxk(Fsqg#nU{w*<e>cTl^>1b
zx5|%;$krZml*FG-9CD7tnjTWe!^+yj-o=(q-U?#&_Fn#wJWX#mHz#Z7$F;}ycPSp_
z{ePvQzedEWLdN;Wk$+BhE-n#~-w(O~07!C5_Aag<GyuTa#mhrOR)S1V-+&Bm3;+Tk
z0AK;^0D!rrr<<~-j1~ZL$xBO;c|w>T@n6^Z902%uH_a@kMn?8m{=bFLE!{l4005vG
zgqzdK+S3w(Lm}A7*URlO{{(`uEF2#(2>KCwKn4iGc#qijH_Y_J^BWd>#8%EORuG=Y
zF}qngTRq}F2#)aawuWFRB?u1lvA6bx;28*}a`JYzhu}*H#&Whc_XGf-kskBCtS#*z
zm<@uFJhU_<Ay^0ifJd_Z8@Bix_OkYaj1vHmbanIhu(!4IBBQgUCu8U5=OdG|_I0xM
z@?usqw{$f3up*Omb#^m%@dp5Yllie00OL`&WDq6uu=DfqFmtd#)c@!8Ul#t!^<RU>
zx&4jfm-^G30dYqD%KNMCUwN*%007?^L^rX2<yoWv0FAE!0KBEY@~E-_0Mt+bpke%P
z^58t$i=CI3n*b}TudgqQy|pFFqeB0@{-+Foa{iCO-}+;D?C($Akx5zGn0q^Ukv%Ha
z67rbx_8{|odQdU{M<f1UuK2fM{cRjf8rC+}kf$o-nWzJ?GRVS*Ot*`by_dbK3z@yk
z|7eE)7pwhk43F?PyM_SF{CfbFDGLB?918$-I0AsiL<B$?WkO1Tf6ki{f)3zu<>`{{
z{ATwM3@Lx2|3X0TAh#e-dt0){Y)K6*GD~j{pGOQ?6ORN200y7}umJb~5&$KD4!{iH
z0Pq3?0b&4YfC4}jpaswem;fvRb^vF92f!Eb91sKu1H1*q0ulkKfGj{hpcqgAr~xzr
z+5p{vPk>>-1Yj1h3|I$j0louH0Ox=kAP@)#L<V94@qwg3Y9J$!1IPyy0ZIdvfEqx3
zpc&8>=mPWxJ_m*X-vZ--slXgyF|Zog4D1FD0w;lszzyIY@F(yZ1O-9@VS$K2G$2+G
zA4nXe2+{%>gKR<Wpa4)PC<gQalnW{YH9-DZX&5vMS_gdxok0Ph5TS6O$f1~__@E@A
zRG|!@Y@j@#UP47eB|+svRY0{seTJHbT8BD-x`Kv<#)Kw=W`-7omV?%YwuE+vehD1~
zoeKRCx&gWmdK!8I`ULtO1{sD3h7m>pMjl2F#ummGCJZJCrVyqcrXOY&W((#V78Vu<
zmKK&5Rt{Dl)&cezY!qw;Y$a?L>?G`0*fTgdID9xpIAJ(dICD5JxG=aBxH7m-xGA_T
zxJ!6Mcv5%{co}#Dco+C!_$2re_zw6f_#OBg1T+L{1OWt91S<r8gm(z}2rUTX2wMm@
zV017oSQxAYb^r%~KY%O1{oobwFGNH{3PgTHbwqo_SBM`Fs}KheHxRFoFpwCKB$14e
zypdv%ijcaH7Lk4-BO}uwiy<2zdm+al7bEu~e?h)P!9-y}kw>vY2}DUlX+W7mIYLE1
zrA8G;H9-wPO+u|j9Y;MtLqMZJlSDH|dx@5Y){Hifc7~3L&W^5%?u;IVUV=V|zKa2e
zL4zTUVTBQjk%!TX@f8yalM+)B(-JcTGas`ba|;U=ixx{B%K_^xRyo!f)(JKSHW#)I
zwjXvHc02Yu4ipXzjy#SN&O4kMoH?9pTw+{tTx;AnxD~ilxEFYYcw%_gc#(LOc(Zud
z_+<Ff_>TB-_>K6h1keNw1nLC71epZ=1P6pzgo1>Ygpq_bgiAyqA_gK2qGv>TL?c9J
z#3aPB#BRhX#J$7^Bse5uBn~7ABpoDsq?n{4r1qo<q@ASuWY}clWKLus$oj}m$cf11
z$i2yP$j8WUC}=6PDS{~~DOM@LlzfynlnInQlqXcARLWG(sY<Dqs1d07sO_kesXtR+
z(9qK8(uC7A((KaW(aO^X(3aA!&>_=_(z(;+(#_Dr((}<f(r3_5Fn}1i8SEI+7{(bv
zj696?j2VoROfXFROfF2hO!Lf0%;L;G%%#j5EI2GmEWs>|EJv(VtOl%cte;u$*|^!9
z*z(zy*)iA^*n`<y*ne^`a9DDram;WcbINcAayD`P;9}&m=E~$+;Kt-u<__oX;lAVH
z<?-OD;MwD);x*$<=bh)n;#1>`;v3+H;g{eK<Zt7@65tW=5~vY47GxH56f6<k6`~cg
z7Rnd;Doi14E}SF0E<z?^CXy|(E=n$HE}AR4DMl$~B~~c5BTg^wAYLYZB*7-(AyF@J
zAt@mFLb6K=N=jBLQff>ZLt0xpRr-qzg^aCCsmzHix9l_7E;$%EMY%Y+d3j=aOZj5?
z69ry{7YcofNQ#<@sfwFQ3`!nKEy^He1?Bh3D=O3~E-H<x09AR__o}OEv}*2<?Fm?Q
zHT5+0Z4Gvf=Ng|iF*Qv!OEk~5B(&aXEo;+hdu#XTpz0Xu6zg2*O6kVyuIsVtz0e!h
zC(yUoZ!&;0&@m`9I5U(sOf=jw;x-C1nlq*~_A?$dAuw?=X*WeRH8-s_gE7-JD>1t@
zS2fQyKeLdxNVhn#l(bB?{B9*?m0-1JEo>ccy<;P66K}I?D{TATcF#`KF3Ik|UeZ3*
z{)dB{LzcsZqpD+(<Aal~Q>8P!vzc?V3x<oMOP?!=tDozn8>3s8+q%1ed!qY^hoVQJ
zC(zT_v&jn!@-j8zP3QgEd&5V>C(Y;5SI4*358cnjZ^WO$|Be4nfJ{KaGw5fQ&w8Gd
zKM#7o@k0DX&P(7+i<dotl!2jvTd!naeGCEzIR=devjxWopN8m$w1g6ez6$;NTK08m
z7)qE&*nGHPcvb{-gnh)=8_qW=Z|)<lB8T3xy-j+18)X?a6wMy}A^IW4CT8p%&%4Z6
z*jSg?xj50dkMZd70r6koE5C0@AWMi$I88K798BU$%1Q<&dnd1dQ2Nl6LX{Gma+_+G
zI-4euR+&ze{wDn*!zyDcQ!KM0i#Y3T)^)ah_Ck(qPD3tDZc-j>o=@I(zE1w<0=|Oc
zLW07#g?B|RMe83mKK2#!78jQgmAoqjm3o)%l^K;yluMO2RWMiNRN_>=tpZeeSM67u
zRnOHZ*7Vf!)mGF|*QM8E)<-q~8~hti8tod_oAjF|n-!XSS_E6_TUlC*+Q{3|+OgZ;
zb$~lUJ03a%I?uY?x(>Q+yTA6B_AK}6_0IIE_l@-{_78lL`PBPa{B!4k@Ic$3z+m$b
z-%#T)&v3&C_elLH_h|hX&sf7a?|9P$|3u5A&}7Gy=v4Q#)bytr`I+HamD$NT?YV_{
zqxtm(tA*V~r^O#jK1(;tuU24IB3IE?lfDpr$z7vgt6b+<Z{LvG7}?a^T>fhL_4_x^
zZ?{{a+sNBVJES|syBxc1dop_y`-b~l-`&379E2UBAEqDC9n~F+9gm#oooxN^`0?;F
z>KFd6qEoKZo-?(xFXztZHy4qY_?I8A_^v)*>t65N_};?Zez>E*Yq?jvUwLqTczE>D
z|Ml!V`=d+z=*Aeb%1cU0n0s1Vf!UuNXXD=;CXPoZ`F9Q%D{H?;hTr^X4sLERoe>)w
z+n*m!US6X=K5QJkJjO<k)X3;D;Wm7vTn0~6|B-V3M)e?=heH=axqqiRPgwhrvTHq3
zHq9rh@km*Jqw0^CMeT{ILMRu@BjsTJjjB9h<tM82NSPF$sKO&<{Ef;#Vg|V<D*H%{
z=zmXSe!G)?O6Y!1q#$?fMs$w}+f%~M`+GtwX~f3PODpk2#UCln6Q%x*iaq8~i#}4S
z->Ar+3j4eA{=t74(m%TRM;HItz&|$dj}81|1OM2-KQ{3HGaI1)^X2%jV8;JmIN>QK
z_ggrDRfC=X_g8FI4GuQ&(+jx9-vVrZypTfzY#O}ar?Af7O8*)Wq&5eb<0&8mX_Fhw
z{uCgBKz1<uQ%nWIzys#^?Z<^QIC#MvPi?Vk@PnUT@FB%~V2&qe00Oze98dNC*3}<@
z7>Muiubu%L#4q54y!ikA`BPm_A-O-K<m3f&{@&sLMBqPsl>e^4PeHst+vEXr{w@zE
zH<<H34*0R?cUDbr3$MrE>r=S&U&5omdpE4Q_EwKSy~N1_W|gyk3KDR$b3j5&_FkT9
z)*g>>0ausDs1P3{!1naZOsrCpTEG1)6PQ)m+|!ZlxBmZ#=x}p#bN?06d02Qj0-!tv
zo&b<o2V^t%VHqF^Kmj8nBO;(6BO#-qqM+kY;o@Ln;V_Yr6Hsxn@bYl7aBv8SYsv@+
ztB7!L$XUp%=;#@n81qTnI9nSyX&M^qKQ;nHMMJ~E#9_e2WzZMo5Y+#Fd_8ml(BVM<
z&~qpt1ptH&ghB^C^Z`gAV}yb1?Lw}{@jhNa5EL{FEF3%n7!kryj|Kn%p`bv}P%tpi
zkj-Y`3rINt8XX3MoLw9iQ{5bn!X1kvC@u${Qlh#WTVwKsiqpa)7y*ofi-%7@O+!mZ
z&%nja138;6ASop+BP%DbpsA&;qYK#ux3sdhv9+^z@bvQb@%8f$2nl^179Q~?GX8x+
zVp8&ll+@h3{DQ)wkHsZ5wRQCkjZMuhJ-vPXpFR%^4oywZ%+Ad(EG}(qe*Lz!y|cTw
z|KsPc)3fu7%d6{0xqtwu-^BV;vi~3#Iz%oIG&B@6+@oATknf}5=+H3a?64T(>Tu@n
zm=qjA@K_RYIn~_=l$;tT*cKj>U>qv04eB3{qCH9W?+F(Cza-h8g8e1e5&#Jb2$?)6
zbbu&8fvzG?Y;qQxl|{_fjDTt%%ZGOD>O}y+X0HY7Vj};OR3r`+$lpb{qvNd6d1IL_
zXIUWS+n8d!?kQ{oef|V&;5km(13+Z$@+L5vbiu&&_9pP_;XU{BdfpcRjr*SIz@6m>
z0IBPbyc<O22SAqV?TgM&6~}r16#k=xe=Onuy5&#_SAZ-=bhZ<Q;NvKtKrcj<awR*T
zey=^Qj1;RhsqmUgGZ;C5j2q@KU3cyiLTz2F2Yc*`k5J<ui;taC$By(!<HPaKh~I6g
zsljH3*fj>EGDVgXfDX#ns_x_}X0_Epkb~`P06c)M=*C;vXpt2wyf}RjaG5gw9(w{)
z4B4h%YCMw4N!wz1g~dG;@Ju-}YE0Pv(CqL5z$|vlz*#U5xYhIk=&%EdObFZEh@Iu%
z552#C_U>lq0Z=J>u9WrbMD#f8z8%221XoUKM^cxy$PqZ+1*s8ueHv&r_y7=vy1#k=
ze4hZ_Wd}^22Yr{ndry0Ni~3Ik|LEW!JNUnQEzmWQ)U6$)i0-Thu8H0Ss29kI{`O@8
zl1}?lAkV4Y(Kp~`Jtn#c`F@y=#7m~G9WMYF>l6b^;zS&VQUSw1U^5$aoH-8l&0!kR
zXJx4Zv%VWS2T+fgyr`=>THYpC`pP%Z@8&yKZtYLq%4QLMjIti}ZbytbF#G}V4bk-h
z0D1sSM4LL~Y&-z2K#<p}uFg|R-L(RMc1jbZ50{A-fr)zQCk|0?cLJiHuhd}AtoK{C
z8a@mY693{oLFt`IovEamu}S)_)!H;>{LMVdOU?b=RDA)8ZE>`HldR;Fvo~ypB(@s-
zm|$cQVK=462MISq{++d{reSAoY8qZwdVLkbmunw<L{hHj!eW1o`kwp7$jw6^d%jvZ
zg=+3PJk<ZhGM^L#PG0zK&&J4V)Zr&2`pnms4nr2-%DWdJezBQ4v5!mO#j&){K|L64
z1Q!ivCnF+F7LChcDQx8SiR6jwZk*d`J()JncS!D!0>Y{C3d#uAj_OTSni@<wS7`V%
zuVB=KBF6Uy^TR<2-D|BFAm$m`<u5U&O}nrjb7xqLp5f04%4kQFx$ndV+_ueJXErj&
zG};2yobe(G17!nSPrFFVi7L)<c{P2_^2`cG#gZvh**+6CNk&DPzkBYfwj_<|gyn>d
zx|DDwMwt|A#R97pkQ#jk|CN(5KWNi<i;ZJ=pMU#(x~}?SQUjO={N_j<hX&A?+O6v<
z{OpdwXj+*awp*rKW}jCRupmsgK({Kh58#0?@~XGILJp1&j-GMJhJtjR=S}z#u<*an
z0O>>ck4{h(o_YzHiiZ6C*$@72{c+hm^&d5v`ZOL+#otpIJHQg%65S{ZB&BzkPvsOt
z$$ihI2AY(Y1~6kKsDZX4m8K#Am9*Er+Lb6|<2MpzgZEXl!eX1t_t11eGpERQ{LNbD
zcc41TJu%G4&F7L20P@mzm#Fu_jP=<4e&P3$x}+zhchG8Z^8aGFSq17R4}jYs=Lf*L
z={0)k_|z+UBQI_l)GK)D%Lf2MyZgi}yy!P_+^@IM057-#|FO<Ok&F_B8`Q;ZkKJ`Q
zgdNxU@&NWdHC2!*rYsp!6q`6cY+aFvtS3X=UA~k5d4lL%EigvJ(%=iplx61mvuQM(
zegZ0?;H#UyXV2yaPVOSBL^NUrKzUFn<<w%YfD>B6w)7Vii6qKnGR~l5#mTcYNB_+2
zDZ4;V97OrfPCy__$7~}`uGv(1luxq9=vGNYC{vLS`yeIYS?WxF?zP^R&#cyYMpv;0
z@?3L!u-{XxLoL0=R6z0Y<T8N*wYiIf`Hr{^3baXc-na;y6=E-=5CBLQ<@=RxwY9}>
zT~_mnnoXYhlz2KB6^g_WHQbZ^fa!}>qVUm?+{*d_K=HZ0$JRf^KNF^~uc&abXlbJH
z1awIUZs1W00pJXlZiFWZ4W6SO!}9OKsrH_6)rfo2;3;phJ0<E+0r!?~Q~AH_^2;3@
zZzU^N^Wrqpb9epxMxsCB9HU=5;XeN*%XZsvNw}6NXcL<8^?>;dy4=JU;x2(#2%nEp
zRE2!Lp5-_nbw{^t{9La&;&Y-SewjU|5xqL8C~Z#8Da+m7*CWf(gMM$K-f{|6pfH(o
z#+7D|-uD`TlJL#xdEq$nOdOp&HWB&Q9GS}l0HrP(d76f|B>iZ>BM>D+cpqDsNtdnV
zIfj^$hezy|rAYR#2f$qEVu?6QZv_|&$)AHL@#}IWwo3)Ox{id)*IF6-I&F9#yHTD<
z!2db=(r%O^67VN|?91L$sURC}J8IhA4!BrQ80nS`Q;=Vf4T?0N1JcvmWy4M<#V6W<
z5Jcw)iatI7K3CqtYY#$h3LbBYZsFCSecEB{rKf701He;n3jj)tkv~vx!zx7AMX%v2
zW^}PPNw1KN0=oiF(Zz^q|K*F{<Yl64?*rf`OydI}C~#M%Qd9v@@V6ym+O+EsO8OJ+
z?T>qzSA<_f-l2%zd8zK0IJUG?ehw!g2)y3U8fz*?F=nTX-T!aQy=7EfOSd-Kp$Q%=
z5L_F#&`5Ai@ZfGCxNGCqcmgzT!9#El?tx&9yITnE?v~qopZ7cOKIe@4<BmJ-8TVIL
z^(vXQ)~c#!K6B1muPJ@!28z`)fbo#3Fp-v7&DSBFh20hoxo)=M7dhyXV+{kQYYZdn
z48IwiuO&~T+p4sGOy>yYytWBGBwO-&F>pW~c;>nc!<nc|?@RZ}7<XWL(Q&6<*_znM
zYR}S-s~W_8YgQ8Pcfy=}&~Ectb|Adb!2&rzqyzO<llDW<QLdZ)C?ubKL4j<c@B6@E
zP5;O0Qa;S6_D=5EIjkuL1+=fp#1-~*qMkY%R#c*@FXH_THXNu@2>H$^VC7S<Zj~p>
z_oB?{-kdEA5+}Y+p_7FP;sZBe<S@%0)+yd!n<iK5@9E2wiB{71gIcpvsiAkfOBnY>
z%W{rP3W@AB4o(WN0377ChLvkMKFITXrf?1|O~;xHIb8Cuw=UR_S>Q_80ex|BbJTQm
zN;7vqrhNoceRnz~zAi?+?w0@;v~^fQuXv9XU7Ciw2kZ9YAdNL8h}?nLfmpMP0garp
zG{)Ot<!x0=%NBt{kq4Be-I(`#T_!y^?>=sPQ*lodl0=M}0I#|vd@p4`<xpO9bdk|J
z7b*d^*Z%x;@KvZ`l|1Zf^aohWe=-M;=$O6RbXXe&<yRO8RmeGRL|`p{u+RNmU>H%e
zB{Gvf$8*gJXcwCFkT4Bt@;`F%yb>9fxr*Y=t&{O_rX^t8$6FX|VI$id`5m209USp`
z;}sWTo2a+^@m;}l0jEm1^E6!j+0V$Rrh$v~!Vk85+CCCRvduo9>ZqK*O9*UiQ&YD3
zffa==P(A~lrT0F0NMu;Hxgl-8yJzh+uX|}1?s5AfNb`q@sKJ@w-Pm$Soxn0eu+;pC
z?rU2__|5yczVTO4UrOUSxi^D^PGLBDS!8V_xplgv({w{FO2a_H)%XF<Ce*k+v?FGS
z7xs#!SaZ-X<~yxgZBnb`rB4lbEC;Ufujs#kg{p~iP)Rmoj%F<KuC|UOtUSa47|yc*
zBya4;6YgE5-zL0{asELmZm(Q=2$yi2LVwGs?TLj;Y-l}bF9?H!Y4w*BFlvlVSgI4K
z%|B>d0D@x$S1B*}KFV*Q?D1*+Zkoi@GoY)N-3u%T%`qvPXLJz$A-FCeus+F)%(ZK&
zl7QcvJZv*iU=_YdLk<k^LcM7#HtJ(DM@$;K)Y`&i)2)tgo>v>)znaZ~Sbz^eP7xu>
zX-os%TK8(N<RIDgbGn#*;~(Nfl1`03k$s${9)fx;5dHSFroGoI9~2&!v+6Mvl^%GQ
zXL%+m@?9L+gW%jPKP16+;ne!f0;NAi1ZQvuwL!#c>kN}Py_n>O`bGJz`FI{K*RUOW
z1Kv;$h0Bd_%yMR)W#w=d|FMpDNNn9f@7&glUo^d3V#*t$L1`W+A<J^jd6R`f6w)Ld
zlS6?<Y>gvO?Dd7p#W&e67D$fD3uCOpuR2!&^Mg1k@lE6zR1QoIoqDP1Ma%js6>;QO
z^p}|0vV<YojS1HwRX;(FIh1WI#FOt8dEU*=9J<i6Z+STe<zWlF&w?zOR@M<wz}lu>
zt<GEykHj$K6D3{^TKIOST(gnAczBDs2y>2wOhF6|CLH4W7K4=Dz;HT4j$Y^_cn~<`
z)n^*FM94_R;r%o-j_sh7C=ci0iG$dZ(+d|>ylIWWyIt$Ehr_l@)+qovE$Ad<2>B+K
ztg6~zV<IhVLLuLqxrvq@<>sDsCS0tSONfkQ+gtP3$Iq;3G@{^+z4;(a*<=L$FxAu=
z(U2O4nB=99H)*3bWBo`ivgOQZJp|8z1s&4L#*IExrJ`}XQ%8qbs{NQRT8N*=e!tJ7
z>FDU|>q8|t-e4teDO%Q>x%SqchiS7EC{{D3#hK<hNK+Xk-C=ZF^MUz+jQkWuN^53_
zaw-Vc6Z{hKvb_Bfb@A-Y9-oHL&M)!*M}HjqQ<BfE`~l3W{sDZQ&2p?1zj1;X`~3kJ
zetHVloxV|Ievr{b;53aos+$YME`ibV&&-A(+Tq{3j>W<SVLp*O;LAU^8^fXs)^4#g
zQUpH|@CUF%8z88R^9RuP>etirKY$$4)<>3@|F#_^K9gV1DZz#INxp{PlD7YQD=K>C
zYiV<x2J9hYY54Mq%}H?f%djyU*R6S6dQ7u2$ph=ugC?8PPQ^r+`ARP4Y`IgiR<Cv9
zz}JsQuOEyaoz)LZB<Ag`NinS77%Mu`aS`|;p&8syl^U~}n#I*?Ly<2YN?X$=R@9zP
z$Z%aQ^x>RWi1oelIA6?bk?e1bzDJeFdf-#GsVsXx;VCPlSp~FK`z(Acij;|hiLYD$
zR^cs+1P*OT6W!<wh$(>$*=vI+hHH&uh6F%kq!#VZtjjH;;?@l+Q<fTxrqu3+j+>0M
zzpfr+J}P<Y3VfE^lBtaq%tGhCC{B@SOEN59KktV63~p0>Qoqsag1^*d>*XRraVgC3
zP~T(Kf0xByJ~9SMmZ7UWBk;3Pa5pFCA)DGLzX&fhTyX^>Io~f2{sB}^?>w;ju%IYJ
zN~@23a(rTF$rd2DPklxS<6>#MN+&!34W#K?0z%^%b~O*Tmx_%|n#qe#KIHblT=@70
zQ2*;e(PGb=Zoxp}$btRrmmA@i8bAJu<m>mRJf@GRY7sgez~_VpPo`AmCQDKfl#=iw
z>E1Qj*=>JF;Q7ZpOCI5O6HVYQiGHbE+TN*^;f=g1IL-aH_ffyzMoj(zgxFkXuPkm)
zLZG2Co?$*}1iroInpBxOk=o5~u3v&eSOtqDJ&c|F{F7Mm)a1ZZT@xW`2eh7g7v03e
zc9_n!HD>-_@)6CbtMpNtw~HN8os{bw)uCHtnl{k#|FZhn?sL8`+uYjokl#2I>Jgx-
z4I~-elv^udXVc(xEwsq9_ygz!6+uUB9q)JBZ_>nm<4uWe*EKv|Ack!RFEwEEH~q3A
zyzWf#$i?DgsAhW$dsV-<I3<d@$0FLGGQY}P{s+LFAxiiImD266TEAr;Xd8Z=&n!OO
zIi6HJElj^N9l{u03hua~Y}c!%hW!By@*oI5DXUT~Kh?+_30F&meWQ~VG08;A+m8$W
z05DuU6;%8a^!?co5_k(Ve7X-lSxdk2OrgW_XDHSx_0yx(VCFq4gbdGiUXNxdIG)89
zvMo#8sr}Uq6w!?Re>AgK7tUT=>Yl974>~7K5)X`|ECj|(&4|>0y$kBQntZ<~STRBD
zvr0Oklh(fzwfmb%&gPOE`kS!*4<Kvi*YzYcl<Fkn*B`*B{$F>dv-X2+K6|s5ziPs{
z`|jM-iy}d{mXu50^j^&aoA1QXtq1w+lSm`zs6O<s(y=!m?w`C79KtWfCqnx=uEyad
zxbUf}Xagz!i=`$C7unqXq-^C5s7hD)=1po!n%N8lZ7ZI7_}WQsbXSfc#VJ(WYAFdz
zvSAt7%%WC!wn>)*E3bQwMKJl{PIH^mcTAsX!Hgv!aLoCU)h)c(UWvqbx8SfU+x&Or
z;=Xwnv;DLj2x|xp{#zY!SEvx+c+}SD@8`R_)*SH)S3d_2p163#GF_WLmI6m5RKTO9
zq+nN~X?^Wo%|%lF!@xmkF=iq|n6U^ifxeM=lnvV1e80#SZ_1-w8;b(YdU#6Q_`=1?
zW5$zt3cp<|T^x!re;GrG-wqP}`z3f#<iB~V((AkbAD!;;qQkuXx&Ymw@ct=FSVX?5
zPf;HAFh;9v9{zCMcbozo{@leO|6WFJpRa~GJzI*rKRA_uZ=ClhYOu_Z6kb!5ew`(B
zh?U=d`LYF&-Lk9uiZj(g{&X{1XFZ<9zlv)bO>aZlZYOX);KisUG`4_FQW8mlWVC7h
zqI}UBH$2y9b)BGdJkNv%XGCDdoBR&3>U7OXq$--SR2=qoW#D>GomyRUNmr0^5?dl?
z#7so4X{~4)FsyQlZ)defxw;p+mC;=?v3?7cQ>-2FeMiWXCh!Mvpip_-bDMpVdyl_=
zf9h}fz?%Q9xy%JplO{+%PInx6F7{jIihlNb?P2srTS4j-wmZaV&co<e<kQ_>S11ry
z5c44BMq8yy=-pZ900WTxVpLv6GFtN!sM4D)I5h+QcOgV|)yGe6k2meyPlQulm?QTf
z!{H$33@2ubfX+CuxiQNT8Du|#XHFn%oAvL4(Bs@Eg7!IWqhFu?>dTOxKu2JH_z%F?
z5b94g^al`1_3vv2uZD%y1*>D2J#ZoMA|)6+*cK4zoHq1)g6e+f@1lJFnRZQ7{kUz(
z_ZaMfm}NA73$OamjJ8(t!Bw>q#hYGn^KIcL;v9PmGi(BTdU2so>Jw3@UgVWmFMd5-
z{4JEszmtE-XK=9f2k;%Cxo+o)U5_Ic0kMB(cA38Y92s%EM>&4-Mz9}#REV4Y?{r0~
zwyVQ^qCFh>46>^@{Oa!!5dEjrRCE7MyQb#y9FYIr7so&Q`bTD$TiWV7q$d5TqXn@L
z#3E*}%mZt~31MRW8|_F|(5pne+JuD~ZbPatvGtYp$J2*W(!nL3T!t;{zgQb~nI{pk
zRmqBfq#L6rggyk-e%sZp|64T;VE89#qiyp~4fQK_!hcgibN?Hq15o>i8d|yJ$}9OV
zItL_<@7a{;O7h;0;7B!X%@wzX>!Bx$RzIxQN84k~YAr#Q72NG_vK{1eug(0JV{HXS
z27xwLO+j~0yitmmBINWWiV!-Z{l`nwJ#Jl5>WQeH@6Az~4lieesV_>a;KeJJ+xI+v
zkg=z?cWF~KlfN6f@V4ZZ7vmKbM@lAx49b6vo!?^yrQqJeeh2OW))#kdbAEuAkmu21
z@00-_A-^J0dfwb$vdW>6_sVQQ?=Ep0V~00N&Vn}qXEHZa3kT<m)>axp8@J=(6lzG)
zL={TV(S~x@Ecr5+xJu!T`0>6@vuFZCF8Os3tFu^|W=>;FT(pcsp-8CB$U<nztH!E<
z=yLLah_+YTn$KS~Xq(4c?`<k+#M(01a;`dtPf<Qv@0ToQ1tN$qfw<WNvpX_o=Xv-V
z^SRXX1ATg_B$=X3<%WDysCCyAN*-wmFzIa;+@1Lx#21#eOYGsUzN<dEjbdwNO#Ou!
zL>?d#<<ji>{`!<_c!PkxJH*mqOnH5x4dqx5Uw5eT)d9`UW3y>KB#Y{M!zWcqy7Mig
z=CS}L(I(MsrKzbzH{k;*=1#4Y;vGSe;l-V?H+dx-0}crQY$4b60@e{Xg{0`yJQWlb
zfJ}i1Yi`r@R@VH;rIZ%h1T(6Ki1>O@nGQ$o+}xW|f@`eu+D;YP?Z<<Sm<}};HO`>D
zPdi#E-os_%#q*A2K@*e_Q24IlN_t_JsU2;YNQC%`@=EMo_DLC2t5E@)2^0G}=Wc)5
zDPx(&j^dP_T)<-*xbe3$4Smd}<finlVr~Iupb{hD5Y?+96VgR13OPE{lOBsbQR*qn
z2on2^XiN_aHT5kM@oQA7NAC(V1w{w9hLjWCPV+4B@JYs|D~kOuQ>{v8F&y1Iy8EmF
z%BuoMP5t4iuo^`=n0KE+yiHG5s<Uf)&LE@W5S*&qY-^>bsIAPxK*E_Wigm;yF{4I|
z{zqXs7g3{rV^pmJ!xNBfV|%fHwY=_R2=u~pkV9Yr1t6xk&`=jN{YC;`T5O(pn7lXc
z+ufI$X1C2HNBSf7ZC?jByBa^|jt87gJ+QUAbI~%A{M=7#l;dq}ulyc`sTod~yA(Q4
zB)a$uy8xV{O=yxz^GSKg?+C9r@HX{^e_gXIK}dp}b(Io}elCg_&MlbE)`iRp4!(S}
zQBdUYbTmzt`TPw@D4t6+sX|Gh>`+FxzDlN_OEy=C=<ZIvg?=J5^11GpqR>h91P*Pg
zQJz7eqQil_8b@msX*3Wl-m}8uT%+X&i3PZ`>rpKWe7vt|8r$oy4!cA)qbfSq$TMfL
zE@iM=x`{vP+;UB$Ym6dJ`Z?!(H(7g3_|wacutr~jY~Z(s8KDt8SQm0j6i1lI!-W@2
z8-*~dcKG-czT5Rku9kw>XlcTZai~;dOdnaM62M6$<w=h?GWV@(MSFb2pSyFP^=>hK
zzj$z#PIbE0!c%-bU?>6NrPx6ZY<#t=@zG_M)?i7QHYhNLEZzP0qiB*yOL;5)(G#c_
zRen?sRGaqBI9}(X)I$8~=_9egF`N)(D9|LtK)703l5hEvXGbDlJYq3D<7Jl6gztHk
z)Nk!%VXS-T<(@r1Ua=A^{Y}Oyt`k^XZ(vhVg?NTZ_ZsZ@<!(J~$L<eceT3@zIV3HB
z+Xip-p*4GGR?4=gOx#`7&{J`~2R4@#;b1lFk>$C^+?31n%zffSUw`N;5R}N8gzV(A
zRT%w5d^jXeM-viS4H(3OlN|Wjl()62=?(M5H=}(<W<eQ&;wjs6ZTqm<(5XDbLL)&o
zGZlF(p<=(}F_;-^Z0_aIY*5(r(${g0zv=a!!Yq27{CP{7@@?<>{g52><#xHG>wX|P
zhj2Z9@kd}Z;K+|T+qh{ccn~=FySl@Dl>8i?&noVbnrFfH$^&1YE|OeQqy!aBV$hT-
z%eqiKFmDiD{xNq12n>wQ^s|8px(yBEV&KX;<<H@awt)|}qZ#6o+_BEc$<JZYUL?l~
z$wCGK`E%onS`?cbQOjxUFcGDL%Ms^@ApK3SVDAKq7jcbX*h-!gwz5r8eL`DP2IEo3
zhzE9Ruk$SB#qNQF{ZwrgAppUwR4OG-nL2GHu<ICg+1r@7x#;%$J_~A*1y%~*O-ARF
z>6bZfy<vZ-#-XnF6tSrrj$G8Eo8ZJA(I`YEzDB($rk|w3eawUn)A>70ApM4lTJxe7
zG4kfn_vVn-Pj-G2udFeFVwhHXmn3|fQ+W2GZCQtMj-;@sP<Hrr#vp!o;OJ0ZtTW6-
z#Ct3C3NwD^n=lDB0XM+U$!m4Js>GmFLe#R@*QUyZQ%ki@mkc!sW7QX7{^}^wR@Kxb
z%U_%8_FK%LY(ufZ%U?-|Vay1O+VA!DC>oCHi^J`H%gM$izUnqwxGq0Nu{}3tsP;T#
zpp?l1FN_*1!|&*Ek9W%S84<ock|wC0>?pdeq-6IzDK6c_%K<Mb1DLRzAV&||GhYZP
zv(tzd7k2R+6$`VfMLK6Uv;mJ|l?V^@liNU+6VH@+)71x!Ay^i2piTf8P2lQ<Fll*O
zQC>ZRVjEmlahRlp+KpfdVGD9|%_8~(i1CTJhM!ef@=o07KZzWP{h}JEE<fS65hLX_
z`vcIiNzVNPpv*p@(f%(v14d_xO2lX2T+0^!MiAmJG1giU0O<dX`R70Jg7%RhX%6Z`
z2<-zj?kgrGqwL0nyS%Jc5{k@B4SU(g2H+sf@*bX`-D*TD_01s`Kg-1ub*08~n%%hm
zd?VE)@++J3jcGA&$P=g_N{*?~=&d-RQl5s(l0B+}9FUHwA3piuS)sPwLups_7*CP~
zyv}$%d<ZYxSCLr*Qq;{czfL0=IU|E5z$+VgG6(Cf7}He@wKh3$s{%b0yW*4;h>{_6
z+$FG$kFlLirXD=6wD7(Wf1>$<(>{7mn1fR8R0>uD<1O&-AHI$H+%|akDJ!CL;_Nqv
z+yX|UL3U^9P8LH;pacHZ(@8elExkPduhEqybhuJtl;Fr|t=g;9y8wQa+S)dB5be6k
z*%1ehH~<ZG63DnTHBb_C9T~-_E}KF<T_?a+Ua`=*vL>Uvk{oIK<TWB1FvVJGbuHyP
zh}oBqirO#1^dML6<i{M}gWPqUi{**kW}9i^lUqFIe50#m&(+Hx>{tGKxz8)-BhjA!
z@xI3T<a}n3{SS#gABE40G1tlh<?LnyJeZ|c>}k9CiaCj}!bXalN}(`;WS6+IIQdM?
zA6itu4LLXCo59JnwLC7C8lyaX=oD@F2QDZ}?@tH;0Po9V-Pvo8H{Q(#Umgn00sRe|
zj8o8zX)E4xld(ghh7X-GY~Tw4!W_pU1(D>}1AWy^26h0`9TZk6^PDK%fx<S%;(Xrn
zx(laoec~Z_TPW078>SQA8YVCL%@`D#=*8VbEw(+NU4*HXd&xbf5uJGUb^b0*STc5Z
z+0cAaimzGo1@XTnt46x1o7ba;gfI-64LXJ9(>%1U`r@QhV(^c;S<gb13n8~NUe@fE
z=dSw+Y+r<;y5$8%$spO?r^-_o!wR<e;ZAW#`o<%GD+Kr-j?jwV1gQ*eUOG<_AL}yl
zy3bD)GE(YPT`h#1Ey+4mIZ=@{WQ1Mp`M6({N3qF&n-SQE7BZz_sWt@|*TC&&c!NWl
z(0>YF?!&#?c>;rQJ+TE!_YfPY-QZRGyr4xPo4r{Dq=_T0wTH!v;s#VmIKE)G_<><x
zZaon@M;Wvy7_n)eANJ~;LGqN512rGw9XcMPnYOKT&Tj1fI5VLUC>aATDebEl(I%*a
zTW2vgMGPz-dl;nj@vC4zgB!$b>R+X8WxJ!y&oGLeji?b!HP$t?vh?b6EAULn<$37L
za!AIgIqS}Pe|rZr(XxZSnv6N+<>OT-{yJ2`B@0}sajg5yo@-$^LAV-XfN<;Vt*)d}
zYi`wdYp$zDdCggS+(5og?kYMJD}$YF=}DztlV(u*;uBrmrSNo#{Sjmok9e0tn!?1k
zFLOi{(_W=%N%Ti{sAi;$T<!g0VcgFsOolN|_>#AV9B15!Lx44oa1ro~u%KF3reNvo
z7j7O;DX!#g%G6R-+3k!?_7PV_7Fk?-NAW`TTb0)ue*l<xPlpZ*5`?WM2DjsV5nQU;
zTO)#IK;<7bRY|bqt7vuP%wS95ySPIo)fjP2QqHG|Pe%#2>hTx7E*09d6np4#svgpu
zT%M+rg*Q{~TC-`1`RpG#2!3aOizyb?XuM|E@O$x@w~Lr&lSPQ|DL3D4jx4<gpQ|zv
z?$RH`B^s7H>C0ztQ%pZb^fLPES-?H^A3&7-2>=+tkJPlOp7L98nveIs=gAzLKNp3d
zTF0v(@k3lt?#Yv)McFDA@n9=aSl8Y3xvVXvwa1%{=o#*>6ZYi+cqD-3){RTCkrIX|
zI_+yBW`0Kj=UUjunPmp%l6a+SRHYZXxrvSAuX`qCbLid!kba;&oa!a-jO)Y6gRx7V
zQC?O!iPoiqAI~3cCpt7-5|pbpEHq5f7%A5*V3QE}oQ&TZRaYdHnzeP7u%w=0l5cd@
z2DIzWs3gaMX{lvf2u;~U`XFo-M@<>v{%yzIM8;|SCmW4MUcQ2*z*<>FDc1lUUQa8o
z#-V@;%A4S<B(&-jQz9~@2~`Q?DpcZLhys1cK#2<KszcZ70k8GoLzP=yg;YD{cK2u=
zt2JX%E)H$}QU5lZw<RNb(lj_<I9E5qh~d=Pa1oo=Rs2{whnOV34~>jjsKOT_Vk|Jd
z!R<W7I+9)qMg$)s6}l0rSh`d@KG6M=lCw$3MQEMBNb#azx_o33@4#yTk^#FYiYl9X
z&!OA(W@Qz-si?jlHw$<n7R{WG$49&5aVBGTLMu%;X^M-jEYQDQE_Scv3~CP1a*2u+
zB-~XI$tz`x+ayU4APX1~;hxP`z|I6U;tN}$V|JC2$2xb2PGxhf8!XZ^5LFwzGc}h|
z2g#jn7w@m+k!JkN6#_jjG2s2YFFf5>!DJ1R#b||2N^KV^d67p;f%FCfQZN82+t_)B
zj3m8Yg;obd$r}YvYG|Dh{I1FG0;u~vvI}L0eChR^y;6y*l(NK#_mgc)mqG&tvrm8o
zw43!~*@onsCq1~2fPW7Nj2VcOia3*s^x0)UuTt5PN{RJ`t)FaVEQG{Fjd#l*_e!i*
zjmU_|*qF_5zm4s|1jrfAeMI%88jYTsXJ?4!I^KkF8vZazNH|OrnJs$U%wf9=sku#`
z7W3TO23%4IO)hGrZsHThc&D&9c`gYYt6(z2#=GBpCGgXVcSX0M7evbGzGaqv{?_k=
zU)WXnGT$n6Lumn47K#B6M*EbrBSu-L%nQ;R`aJSeviRriY=tb`$W&zuF<Dala}j2J
z1WfK0;;~5o%ME4Nb%hWCO>F;$CPuuIH_A^U70`b{6Fmep+4%nhG(ovpUGJ(;UOqQn
za?ZfI^Qh#TLThc5Uh>UD#zJb^4i4gfC>?M0H1M=<t*K4T?eBHs{@`>pvY8rg+Rxa=
z@ostUL)XEZ$hmL5xXi0=>%Yo%r=Apca}7#lbE%y(qA!*D*40BEWp=gQGNR<dk0O-@
z*0<cbD}HmaQR-Qmnuk+6Yq5Wmkuf3E$jI_ev$K1PB&4Q5a<A_7OulMq-5r3M;qO(p
z$4WZsAr*R7o@W@+vVrxQPFvF&q+pj{)lx|DslCl52t=Y@=drrpE~d9z+Y3F|!TQ3X
z%?Kpy3IDKXX+fr&f{uA)-KH#JEwY=!r=t6IYpJiQQXG9FTVl^PieWkWYC_wroMrLd
zL_c*jFNuX|52PWjHyrA8x}@LV_)seNqD-d3dwp)^RaN<tjSH6<+zw}u`1r_AQKj*g
zbU8*bsEt&|mUR#^TpF&pQxTnCJ1S^+#ht$--#DKk+pc0mqHkWqK3%LBkoYm%>1y;3
z;6t&s3s1vqme%j^7QFBL#y2w)Muv=oZuo{><6m&Hsb)`6!ZwL4izmt1Y~E&(GPs;{
zc|nCfe@X{cOeO<Cd!EIhgoBQ5a=Ie-lcnG#Gq;M*kupQgx;h)Z$TD~hMes_cfLUhx
z*6&8ywbG}9?eqp8VdoRgiR+9<S@!bWd55693Es%yJR1||rqy7VDj*{r7S-rwnJ1&y
zDcN%@2^Pr!>!ACCv0>83#iX-el$p>hmX>3E&&{X^!P7=foq<CNii|fC`elKizC6Pw
z^g{g=VL#;F4~R3T;d_mxf!BAKF-^RNs%)ko8!vZ`WB|+V%!wZyZqiIUHGA*T5A}uK
zA%MuHyE0^KGa)*z<w(C>#|+$?!p&*f#S%b7nc-rS*zB=bf%KCT#>9wS;Wa8wC|54a
z)1vd0zU)Z1Ih^A2Lsj7ISdFryrLg3aXAt?jV*E3aC5#DnP--E=G_0C(Nbe`@!wwzR
zkK3|ewQ{VPLj>72i?^0$X-Cq@Qqs5S#dHY%RUKDP0rW=xu=fq=4~Kga`8OZTqh9OB
zqb&&aGc;j{x$>FCIQVEG>_2JSs#E^UPLWquat7NN*!=5vvs_zu3&K5Dmf=o7I&i|x
zX~xWK*d@1Zz9D*n&ZZaQG*t$^(<!xDqSmmz5mi;kx5dp<tM#WmT%{<|wdU@o0qy((
zTU8HIP{PAKIJ$PIxQTWw{12eqVCs6(@Rvgdk;xkXe+OgXM1B~fbb{?F^@zbL)kuN5
zg^iX6TUFX37kwEDBe7N-cgrmCBNU^wNQb{U+G?&O1HZKMbV@6=Q4<4U4Ps?tCH`sT
zdu9`Qd8g=<TteLVQ!0khnX!-%oZv&+DX%uwl(Xbj?qN^E-w>B7&cAw9deCBlR^1}6
zO+$c{-GQ~fQiCukVXY{Z@NN#KTfGkrDt=tYUUH{08fd;L&k3DhkJ6m`*q|m;;3rZl
zm>{>~rk1xb)gL1nZBAu}`E%3s*27QH<|p!-akTPv*<7m5V5I!KGV=7LeHe%$BriXg
z5GB}}c`jEp5%A@*AVFS{Gfj$`H|6hrUa7iJtQ}hJE#Luv{dRB|`iV-FTRB=gJY4!G
zh!ERagPWX*?s8STiY~3TUYKCP8()T1inf`YD<fE$NG)`MYI8vy*`1Nj-*wQl^)|$3
zoC|$v9u5=<EF84vajAaJWe;b{i*`Od5)-6o4r)BEA8j)lx=rEdCpX)^ohZNTjMsW^
zNzxgk22JImPiWkdoeC&>Ye`M{DCAL;wW8?`aL^nbd4?f=#C^fjHh$kVywrn4bSvJm
z>be0{SD@cG8=#9<J9-Ala$^2i6~EqhwgI~>({AsR5k7sWQSstB>dbxPjawMECkDP9
z|7xRn)jxR5g+FH;k9z8s=hL(i1@g*_6WvRu!!YSM#B-8fT@!na>dbg@mB;y>fG>HD
zE;{34R5@P+sAlZvL@JGMoJZG$fpTzn@1w4^r{OnnV;44ps=_HIZ?iBYw@gM2*l3QM
zEGi(jpfGX1RDbfJ8b}T-HesDHx=i(@(db2)go_C5FqiuXN%xuE>bl1gU`2!*$2Mt^
zp{c>0K!M^x79%vV>jIrw;F&0(8uXB?tm-_S1K@ZSaCupv;Br=Uj(v?PG|EU3%2W+O
zOEQDya!8QHh%N8VUR)RXrhXnxyxGqz2>s|muiuoE&vL`H4FzuHC2#2_vc)uFXQ)Xz
zjB-nX&~!Db&YuwjEWb0vD_E;(iRWKsm7t?OY^aa%QgRqF=z@eWuwDZLmGt{V{8i&x
zzadpuph!s?n`^L#F7-GqnG)~cPMzr_O7;t@#pcxal4nqUO3MGr8cx4~_(txWF8@cs
zh7ZE_&^qlq*&5!y4a-DK@2e4L+(U^hJEb$@NL;m(<{7&1y^lxXw->tDR>K0+$&!sx
zC(a|2Fz3<9xZBD6`eaa;matiDA@H2Q5MwBY$0F-$k{OWuN??^)1Y3;Kk2!|?b516S
z#ExvQ^%5INMPaARn+CDtm`#H$+tQOy58g`%HwcM`QkGvp-rUo4E@&CA0>UdIM)?M}
zwE7>JikG#~vtP@ZnziizW-7j-hdO^i*oI=K;SZ>P01|`?5&xttn1Ffz%_p_!2Kppk
z{|9jL`Vnn<dsm#G;@`AH={3a*mEb2yJb$siF`%z2`pMFlLt3cdxx|OuwF@s{F)nGY
z1C3|LY3Jys$*A*!2MHvgat!$^vd9KLiP+4BtL?{<u^H(41=XDeD>r{rK+JK(^h{$G
z!{vMRJ!Q$D3`!Pbn_k7AE;!UV+xarc$^tY5vAJwA#(LiwreC+ynF3CObv3-_Nhg(N
znFnpT7OPY`)`R5uFOMU3?LnM+J!EFz^#)~Z!$A!!DA)blMTDZ|r3D!|rbyOv7Y9GK
zA6P%(dGR89^J~Prn3wL~@Z5Ne%tJcA?kPGEHRsP1d&fAfWB6;3v&=+Y9xtp0$R(!?
zv5lZSBfc*CV%)$-#@8C0aoT`-S&>GdL3o#OlQxmCIgk7m{WJ0QL@jmr5xG7bH(8GT
zdnx>b*H+PhrWpq9`@8e(ZG_i3&%qynwJuqrn1yE7kx}f+49f-s?Y9EBJACtHoC@Fh
z_i%%t<Q}Evz8~*PHn?Mc|9ps2UJDl;VK<-_)dvIXJ=bauw;CElNe>eQ1P+fMZ8?-I
zyfKLe-^Lv&f_OIqsuv^+skpWo&pIA<8K!5*QtFasjtK0(8c-WgR_%!a)!xsXE^N|h
zTJmEkK}kzrWu<7v8h$byfxGG}iKE8jcoROK8r@G0QaJLCYMnf&td}bsVqYS!<$j|r
zcJQ6*?v-d=rkA~kML79*tu4*1?vHiI6yDFfh!~xKd7BS<=Hgwi1@>6<+4au&%$C9g
zq-UkY-{RzJ7E*DuPLy2LKzSeiwqVwdbhz0<gARL#Bc8{*m!+{hoG(H8U=!sOkZDYT
zkd`aA&dU3KrzndX0dt|;UD)cGkjDeF-66+dPSU!MhESU91~zyxz(ovCrp3*8c*>)t
z`KdvW!ePhIs#qkjYoNtkwRgs-Riq}OV{Gy8`gE~H*3>w8K05e>H!omm_2=0}5M0=D
zrmPFMAyIJ)hg)D|{GnK5oR_k|*<kmL<`lb~@#n>;GePoKjKrb=T5c^p)&lN<46u`d
zt_&Z_-pUm{IFm=1HP%7TXBRZnTP!WJy>U=!P+4xQ_w*#pK;T1xn$m0aQq76?xP4L2
zg2bQ6%%A-M)XEg?KC)7&DOgv!>qdGk<fxj&p^F7v6uG7++4Fy*YNcXn2V%xTIoepo
zKO|U<%WQrHQtClk-Fua(;wlK0=Lef64{lde6S(se_c(m(I=LE>+c`(TiwRE<&9Ge3
z-ic17PN(tanDmpMJ+5~mpBAxPmT0*F;xMcb<jd_{eVo;0^a|mt@SCR>H)>EUs+s1g
zmjY=u{BJ$uIw=yrcd(AgKe8%FWMML?Z5~d^G3XDY#|!idY~bYUo}z}#jMdI?CODv+
zm34=TE-SD43C_5Z1|~1j1k&rI5Wmk|Cx`TbP6(4^<!8c|!(6A1>BsgCFLfBy<S4vj
zQf{Yfvq%u2f@HVRR7_cKWBjX`lpIpci$yab*#~9Rll;fa+;B-wHtrE=nR4eJRxLc<
zC7A-HKQo<CC(;crv};%#5HH?FZx?YX*mhBxV-0QfVgt($`l!L^LNBlS1}p<yn)a+b
z<Ul>zHtL?*E|5U>QRlANqY<s0u;K~J%M0O|l(%Mn6~Y@Q@c58@OganajTA!3k}M-p
zAjfri;jQ}@ROtT~REV$)jg+3FGtGaS#{Hp7UVi8#!Fu`CL0&Rz935UNg#<Ogb3Fkr
ztQp###?<=L9{;x0YY}ZpTI6&JqtKk|r%QDU=VJVu3NQGS=CAts7&aDJLLh*W*Y9h_
zHNV&gusZt{i;x5N;n5H&t5w`2GU1XZWp^CRl4rD`o#Y)TwrlHI;3zV1k&$9gy1Clw
zMzV}(lTvb(BF_af%D=y><a4h}k(ogMna&G+ROxn|SlHuOVS@^sd>4{jj2De|RXn1@
zHzc!uyhw0wJMBXIrcYK2t*R7%$a%`)ib7!Rb0ypKe5M>dBCapS4CElqKOzXcoh(eA
z;i)n+!>AzXq)h=;sz7eQ`-gIOFT7*@zS(M<Wi5GSeN4QK=-A$kgY!VG>cJa54fpMQ
z1!()fkn*C>h6!_x={^JP+418&d|vkQZ;&dK4(k5?^7~<zQ|3qoAT1Q_=U@9Ic^j80
z5&6o>)I=qRP3KZz^h52g8#A2>vZ_n~(!tW3%iYl*0&6wr(l$-1!b440Gv{d%q-Hq=
z=ATK95Y8R@K5B!$6TLeoQEwr=o&x<MK2MqoJQkU;hAFSE-T|bGzNi$E2>k35&Z?ue
zkphM`e8K|9d|7qtxNSDGK(uP@^0kG%$Ma-ac&CJ-!4x^F>Eh?G*x|-Hr=&9E9I_vm
z0f~m@s}7SCnh}||q}R9rz|vn#<_*qdflZ=`n?G1-+Y^WeiDRhVpi$gimgwg4=sutS
z#><CU_c2sr#JMFF5;yyptJ>p#>NWRH)S0Z|l`!_Q7nNRq8n;3cDmRa|x|vF`BhuHs
zTz9g<50E*3jd&YHTCQ|Y6m<)6yTEuqzkM+ti)an<p)tXP<i0SPe!3S+8QUU$(l$bo
zy^Z0j-=dsjQXvU}(c6T|JQk7EEmUdy!W6^hqmQms15H@7hO1pq;cf`eNYt~keP5JB
ze{L7$%dlb_vC~~dAQhqeKQrC#asS~FIb65HD$kMljPt*`Lbj+HXn%%o@H+oN9K`?_
zlLEMAQ6Ufnd;0_CAAlsU*PSNSe|42)LP~<a)u2X{2{DQ}<MscCn<SuR?O7&!6MU$B
zqzSW>iDP}9D_&-q`k}M=7`IW8E#dL<$!!qM=9me?@jgFgk++e(<ctq4_zgmW;>do9
z7Ye1pUL$exEIqewcRb6|l@FyL^rC*WRgxM~KFZT1W7cAI_rfN8$?#b#qqzT<21_Dy
zZ<(5&P*h9w3qHA2S{h7jbm6KJ_mPpWPA)#0Lc8Wu6>nqvNns^vS<`074lwL5AH5N3
zogou{rH{L%o{iG@{EPP1_!$$E=VptcE=?FXA4F^(OLdobb;88U3Q1Ih$eOlisy=AO
zuWfs$5`)Eaqcea?d|>@U*jFcMacV5e^@p^=TyOlOwWR)vvVz7l6Wxt-^jM@lfF0IF
zN3XYA$*lV@VOx6|m}BcX_}W`@P++6AwazTGQ5!zocmjCj-`BcS&^@NrrCnIjdngS~
zzPy{3^etz2x4K|Ye05cPCBeKAS*PMxpEgq!HnEu>c7XIYKA>Lc<1`_eFV~O+KHXv;
zDCb4Al;}wRCBDTu9?^OKRYf>?ywU>JDJM{=I(Ud{D8kG_#Qg%X5Qvm!hNf;T2e@aa
z>?1m6Y-ww0Ok_s45^jxt16%c{o3@n(JU^aDdtP7gjTI9Dir4wRaa|sREp9d;Vd6nz
z)&Vc-F_(RptV^$w5ZDwz4FBLgtB@xNt!9TwfhcvzI_R^1Wua~=T~S2a8ckL(P9dKX
zm|+m$&oL6lj^z<^Y-Znoc8<9rQr<RPd%HQz;WTgZ))bZU66M>8-h%L1g|ZZ|luAB%
zUO^GYF4~JuEq8PVTPib+8TtdbE0r|1Nhgeb;|bV~=(*Rm&}8BR?`Dq_hFQ}?Q>#nz
zu$hVc9Bdns!>ehvt^1HqSXyhEf9FxXexDY$J10SAw%Pw+UBfN^%##0tBI;dSo?-8>
zSTad4EVxIOj!)~|=*w3a?wrH`Kc5-jc$V%JTig<9p?i~($VOAFxZ5z%uI$r7;>&j<
z)>eb{_=nYVPJ9`^zoUR>vrh?q^P<S3=mK>heV0e9Y#Zd33mG;2L<8las6xshv5C4Q
zO3PeAVTB;Ma%{LvQ$uw%pefp#m^RGrG;5`GtC=y~HuONE*Ead&0>}0Ha;pj)<UnaD
zT(pZY9N%iShW(!WQmy%UfRhms#(k${&A-#1u9m{ZrdU*iZhr>+GOC)b+E>BCPPvA8
zOWTk>6q;Z)s@1ovN94h!Z^O!xVoeM=TR+M|cs|qCLK{|o$1~QOh4&u6QR0qnH7QUO
z;V_`R17+CLuehCm0~eBg>EkE)*}-^G<Z$Frdmk><(&`kGC{#G$)j__&i7@Dt84|j}
z6NG)M<-fuxTa+1^!c)ys{AJI7dLW+&?7kzM$xU$fc70=45&zqu(Fn{xBtvp7($1zi
zn>9b0{F=rc7(0absUCg%grR8=ZOv!raJjyV;~5?KnP++b1Ai3tyU+X<3uWcC*$58`
zJ!KpvpB4%{_;k>?LFz$gf1lNoKT4UD8*k;3Nf(72f+5XzvSp#4a;?LYx$om{88nXd
zIuLx)2rpZx>yOwIVE@c-soDs9+TFnEp5=YdE_+x!ufUnBzCO0IHX~t_QS5m1eev#0
zEa^k^5jrmT<BvuG;3>H_&u5M>d-~{AQ~szxJMW}DF+7#1(;pia(v(S|X-oSXA=9f*
z>s0{G0Z#J+i6RGjE8~^eK_RN<xC#%dN{LI}A>PBes1T>yNx8EZpRBi=M3YPwblEF5
zpFa&9_<zjiD!%x6czicq<kLE|o#1<vcAzLyQCD&lZPgQ1wfZ#{Y<wI5xzmuusg9{R
zTHf?+>gA4@Agvo>6P*OagAmdFCI_M!e*l6bjY;&4@v<YTUt*o3StmLM&aB;qVFT%~
zmww&DBn1}v4W63)nIyB;9qQ4x6A9IAF(j-lFNR5q5g+|q=MuKc*YQ6AtHa+mWOr)?
z59TXVdyz^W(yW|;`^i^NIE5hn>xJHAHKf|oTGk`wB+sT3W3h=%gU6<CQPR)y9C2u#
zT<C6<j#ESzJ=fA*X5N42k0Z~KGFMqmf{RFt=^;XdHkqYkSP#NU7AvMnc$Q|`%C2w~
zadqR6?aB@`ulk(2qPYa48;ho_X$ZKPeJhl<7as)H9iVMX{yY%d?=HJdscFtKIx~_m
zkcng!IlkcP)JeY;Rt%dn-WC%Y=HrS7-sohxmE(l04y=Smo4tX<2OH8bclFRbw&@U%
zyJc#THQtxb*E`s1?gDP~j?w!ORY?4^5elB*1=@05Amd$o9mptG+9)JfLy&ESEqJ4)
z`m~>+(^Yu(?+IEyC^=GZG6~i?^wTD~@w0RxlRDTMZ%%roBJ`G&`&Ch-)#xwRR4K|j
z^}DpZk88>3=Kv%6?}EPVAH?(oT7y%DhK5PXx$dk@$(3lsr%4)81gJBjQBkv<k8A~Z
zx~@`1N1sZ?UNa(i&dcILXI^83X<%qP?VAiD`VQd(`Rw-Z>|fz|+=$Rtsx<ER!z75%
zycV42P<a0AUofC?Xx4N!I9;LrZbvN1RDbm^qTuWw+`xY&3PAr`L;-RZhkY}MViD?@
zv4Q<`*@ez^kP`;j5n-)5-F}EvgU)I^xefd*&|A`%VV0wgEuuqm!5Q0X+E;uFDGB9M
z6~Z~E1b;S+_UuLF#X1@UcGIxT{rtIoRx<n5dJks-2o_@@xNR4{cwlMO4)fAA+BCin
zWF!RJ$nQWRgE!5-xBAl91$HL!!>b6r0_vpWegU2Z@84*7zZlUYQjyr8`~#4$@4pWQ
z(R6H6tvtL?6-vD-i|==mb*FSV>4G_DOyMu<(=5c2bh=qUCPhT{6!u5iDe)2R86p5;
z(Ik0+96+d?++EB`{@`?4LH+x=r-`s_mFi?Z*9A|N9(PKyujRxJ+{~;j@wY;TDWG4K
z`Ns41d|I9SbX<;Pa@6Y-cdq3(_+I&MogKQ61Gc0XPszM}w(@&OndzHfNY7`HV3}h%
zG?|1rd2f~Mh_ecF;UYCIc{}Tc^;|vFfawS~gHCrl(?-v54He0_8WKAYi0v72);tMs
z9^I9thz@*By0@ghLC~}Z!)rikZ9g-Yf^%7n<-9hPy%GtIragMsF92G?4nE`k6**5j
z&c2Kngate_zzOe+GERbq5>O2^jBSB3QZ-T%*qfRdD+y=yZLZw4v`%iTTBIWy={CsC
zqMy4gJP%s2VS>qG<ewk0mK(BWJm&lX08lUT;3T|NE(m4cKHiL2YXl$w=N<M;zNK%~
zw|X)U7K$m=ehVhGNQJO{Y++*K9vz<K4gWn%Fmn3q135giFLQ3Y_$m*r<8z8-x`X6t
zoSwT}od+fVlbigGm$r5l?3~+-s@!^kKe-#gsXaC}Am!6w9?!E^#3YA_-{RreJ0_Hs
zgq_R0vI=ky;IcK6o_2ktTvDbl9rlXHgNus@2>WZKHBOb8+Y0(E=hw9?NsgmeYw)4M
z-1o#tdk+mieRedT`B;<s8-uU9gqiOA;m%u&&YNdgq+2bRtoIpkf1;Qtu%~VaY-qNL
z1`_#^<fv5rG&W6L$7nOq<$OWh|Hw*sc*IV(q?s6_swP#$`O)BGG_2L6PF?y1ciVK`
zO|AYZfm13-0}bi>bJU5#3AaJk7Pon4qKsuz_l0?p@6ddw2Au7v`>t$N-Cg338&_qw
zc7{jpPt0v$>>rjTSr0!U*8Dd3**Bq5pGD7{j)-?8%kf{&4-XCe(uw2xu19SA*e&Mf
zEOh1}L0mY(YxNpALJW2ES{b~`@9g*4H``iO4IEiELWH;Jps$>7wdngY$uYw;J}P<p
zu4J+-!;`TT>FoSZv2j=c+tFb~V##za1PBN0R<d5e5i7HV#96Mg)t=9BG5)5h!9$=^
z$MuM9QPnhu|1g0gnzarJa)ajeLuty0LHws7>eC0tHk<iD+WCQABj&XjW8s(49T=VE
zhdFJS5F6XQ*<>w+l(Vc&Y12q#Tt9uP50|~mve()!?=^rR%jlpoCfQkli+5Gg0{b@T
zygY}5X};x)Muyo@Qj{OJY`0XF)=R#XD8ax-n}>!3>6k75M^j0S{@{dN_%M8?WLGeF
zC~Rf*6=#uV949gL;f~j3F+-z8T}xjgI&S4LZs>#9qeY`RGsI=s;G%d^3Bz@{mY3ZU
zCO%0VAu28<e6;G@)nK%#nd&<UDydo$Q14eiRvl)aI$IpwW||A2#yi>(%#vm?Z^~MZ
z*WC~wC>uOmeHmRiQ^2CGr4LLf<nXfjwI=20!=8)wD@o*YVaq3Xb7JHT42crVVn7_%
z1dN<gjODZMS3ryS;jUpLa^kNXc&dg=A>kI{bb|N83eSSQ?qyON$h|yAprn^%)lKX4
z9>!70#8}!(Ch1k}+ck(o%?T})8}CIHT7+mhnKr!-K`0e|^$SpT`T>~+1_TPi7S&`V
zU$;6Ov2y5$OZrzG0z1cB1T7hl(0}aEd3s{d1|m+s#|AtZ--e-zamYStv|9&>NG~5A
z<%aQuCU|>&F=~s>71(giAKnl(;wCeNj#@sXJTT4uI!BxVLXR-d%}3SVGQ9S3Ca9R$
zTncy5CO;F5@dd^yV9j7fkS}zWQzh>pw`Sgs`Y%QM|44**;iL@p{JZuWzK1JlKeV%c
zf<ovZoLTBD9DG|r*XQ^3VQ#&`IeOWvpm-8wKgdIk0&T87VtR{34)ZoGY$Jb?7~C@b
z_fW{lo_xeM+JEa2g$)icEDmBDv1l~1h<*YQ!+p0!q*;cCt{@6-Jk?#op=Yoa2OR*X
z5RU3F`HJM`Ik^5`B19qlR7A4Rj84iw*@Fw&BR@vbh@DM+bnk#K?;dB{*g!45{I;-#
zat7(jCNeSBm@)!02(L!H|K8>M|L2J6(rl4R<~}n_X@$N|wR;)w^D<h7SI@G>))FjT
z%y59MLshiL>D9+5uq(qCtCRmfACIG)hb?1<-ig;lca{9T!6!ha(z6|GNOY!k{NmhW
zwC(2!hH#}{VB~fmN2yU@237h@ikPeDhoSEODNFr}4MwFPvdCOPWDFC-?p%jH5C{ka
z1xrFL9B!kEHa37@imGTqx9h@TM7-zyziy^<FTwyadi(lDbFs3D{Rj2O3Dnhxc@SfT
zXD=8AndMdBnQTn^{y!grwAC;e<^R-G{XYY<fQ<pq4GRO?*GG<@nsGJ_q;2a?5Jrl(
zh!Bs8+*>WpA3!}Ll5x5Jy8w>P|D6Di7pFf}fA?cP{sN0-dJU0I)oZzQVW50eU~LeR
zxT=&o{q+#(h+tgQZ)cMRnhd)tsUKMddK4fwkVM`{R@qVK`+l>y`Q~K0tp@r~`9(!a
zWEj9MMq+kf=hZDu!gqm+fwe24Ov+wfZ7kR`HWbk#mi%wrkyGaF0~Ig%1%xM$e<+B1
z0F#kY@lh5a(HXA8^k>;D;EbqW6E)H0q;m6bG}Oq#0Ks#xY5h`Y4N6PB;!rLMcS4M_
z)+dP=<teo;4t)ylTkW?IHbYymCByMJbExNd$}%ex|8vM$^o>YK&*;Kdgl;)U;m5+Q
z&wUEm8G#vbdT~1T$#dczNZ50;L50Fo*J%dz4R}QJEVyu{ZgQVH(zQ$(virhPr4Wmx
z?NVkL6Z7{?i30@SXqk_GHu?bSmU!L;&1SB8zdauky0hQziQS<CAx=ty*P|DOi>=^g
zgLl`@HLq5Ws5rL+4aUmp8U3@j+-3?<2~v#C*inuRD#KTC$|OPRTk^q-RU)Wo6|wO(
z1aP6Zz<rGhd*R*nWUT}|ih*bAygSnJ@;j&7s6^Hv?oP!&fR~PCijS<dC{3@?7de}g
zA=j!H{s@EpWoa3q-H`t?WH-vhY*)nh;qnO%)bK_<!-$U@%2lIhndTfnWN1P3mUd5H
z#n|R_(8tE?>o+gAry@hBh1MLHtc{x{r~sBg(5`+b^EY}vqMSfCB;NYB7GBD%i^S^@
zcJB5xK{L{tjyy<^SpLhxWnm**HjOaDT%ktzL_x&7+O`!S2#A%%ihi8aCQ>nMX$eF5
zel~?y>#$L2_h?g#r$~9u9Jd^;n|l57&Ogayy!)!VelFZ0LSXeYWBXRKI<N!83sz*8
zwCBr7a&{yi{6umW(cL=EsrwD#0y-m19Z^n)3_MG?An0};e>c-Nu#TlHZ)a)7#aI4e
zTBH1&S*`U&F7YVg2O(<*6THRT_dn$pBIHC1qo-x#zogp<$*?U^*)%!Q)WWh~$G72-
zTwj;1lhFlm#f>^gOe8+7J8ZECzBYdl(i(Gg8ynG@k2X~I{@j@){7{%=;tZSQ=q@y6
zNkMRxR0(t5nnKP`39rO{2>Hyu8;@bNb#qWuXw96LTYP7J$ZqHIQ}@S5KnLZtUiYBD
zt16d??*NSygzDP-TtqJlV^x1oR^EZ_P4R_jT}BG?H{W59*8`EOte8zb`;vL%BP-?J
zh%H$$O_KqaD_l}U$_>dYZ!pL7;!szV_NAA5d>>x`Mlxf@<yJwaLJQZn(%@U6_lf0G
zIhY)qy)q&Ks~)BBZL-$M?~fC6%NGKNI#<^y=n5~QT8bdqn|i8B@zU}GFM*G`JI~EO
z;G};!=$wlDRAZMV_uhf9A#jX;!^d>xTb!CgkZ$xkLS*oDcs^d=7~8v?pGyFT+{t__
z;cnCDjMybY-jU4cc?kur;Dbeyh}JC29ARjbfhD%WvjDGNh(^xJ7&<XlG5oHR|DnY5
zs?3I{fWOD%qyBc%C?gk4lfSVPe+xF{Q?&dcXC2?-@09recfT#rXHa<3_M;m@b5xvO
zx&dqroIf?kZ0c&=ykPc~QTS&p{eKCpUlaOY3apO;$gEGGhUL+%dKHhZf6!*z1DUHR
z`OFqQNUV3B{jE4|C3~AMUruRVjfI=Xd3<wJk=@Ty<i)mso3%hd^M4Wd)?rb7-@o_(
zDkun|fOI#A(#?Q$cc*knHwZ%rBGM@cjC6yPv`7vi-Q5h`%`o1h?@#!?_kO;==l9R&
zK93J`=D7FSd#|<5nzh$n>$NuFv{+FrB^;f+?@9;S$aGztTX%GiFRgUHrV{2=&eFBx
zN4^;o3?qUW%cUN;hcs*@zoKcp>ylxb-gH5^1Y|dlZs<ME8J((iK<6VR7fHC4RF1<C
zVj}ERZ>p{zY0C6_+`bW{lA;nyKE?Gl>BKf-Xd0*>?|qE8Jc-Wa#?6|@?e$dDiT0AD
zJ#4n+p`wLpzKYcY(vs~0-ZXe$+_U}(x-2Sx8p>@~kfiS`)a8TA>b11=6NGO&vi}P2
zpyF9b8;$hFV@=W*l*c%in(0#JjX2B_;(-?*e0;U=zFrWF3aNd@A!7di$Rl=4y>vsF
z`%P=&07jRqj#gHY)MUkEXgRZ5%d@`o<LY5{n_3fl3(`j-HBy4fwc{_kJ@#myT!if^
zuWKpBrI<70J~j#_YAqTO12k#aGOLqWD+|obV7QHIp@H+O*E(Y<w^a5)l!SRqHyxRd
zh1kxdF!M;0bsvdbiR^cNAPrRORV8j0UOi=m39z3I<?B$r_qyfc{q<N|eAb?`W-;-O
zW6CgNr;yg8nCd#r*r=?WvMEVfL(YMCXAkRHyxj?We4`&xuBJzxy1fE#>IZWz^g77Q
zAE=;{?!6AyEZ4V4$Z?;I9w?aVi>*E@-ID5ZC+jz~9RTl6=W2+tis?HU$&f*SS2!Vr
zkbq|P^Yz5r971Cne)ZOaPIJ*ZEj3;T^$4E{?38L-YqxVIk`CJY!E@K+<DlCSoRRuH
z5hj|q-r4A6g5#koe$uPbRVPnU%33Qux^&Dci1IR=k133tJ1tDyayrQee;91!#J)3l
zgmP_J*kkr6`9~y=oPdB+TQRO|w4Tx6kGlTm56Y(8jNMJD8;ospD4~#xz-_-19f6Ew
zS1aNIbq+Ue$sUBF?J9km@Kz^Z<J^d9L}F=S-<0U8T5!KK1_^^F**!a>r5JMcfJPZo
z!0fUeJHJT?>sIsClI*Sa)<wDFGf`*&k8`%P*jZ!sPaETT_tY78I<Q#ncq6PXhP<xO
zsg5c2&^C|PFShFGYDVyua>kkC>%8hj9!{)6|A28<w*|d@72yY`+)A>trixa(xWyf^
z`x^D)_Ro_Hx&yEt$qbT?%*=(vZ*(n6fy(?^S8`)(A4FBJop8dBxigz|&7+v8K47<s
zOB3EPzcE2p7nu8|sIEqiaHzPZ#qQ}Q9aLHms@6GQj`v_WdNLQkw(q~FgNxL>J=~Vr
z&W%W*h~;wWM0JQvAP|%@6W)F)eHiilRfMK!e~Z)WSeU`swycUQ?L?iP$bjNpAJO~s
zFRF4Ar246f@R?L)ZmO^k7N6ouI$Z>Dr;zybu7h9Z;WLr&nIxGRUJNIl08#Q)nyb;7
z>4_!rdU@O!v84#h4<TU}P+MN8t!LcycHMDD3Xswuq$Wv}5RhYaXX*TV|5MESO*g7d
zH!3P&T1q@s_=pN5S02Y>9?J)$M^L4dYgMN&p9X7425V%wt7CxEP*C<=8j);Dqz0xZ
zYr9KiqYGrA3!MHG6Zb%5%u!?v9x}3C+I>&-hEMn;{1u4cDsaZ@C&+F~vaRi}2IsZz
zNqhsmveo4x)nblx9eIpLO{h-Fxhx@}KzHEZ0n@j>^N7e#=VsrWQz6slH!`)R#Y_}#
z*XI<*Bk64&`oCwx6z!N?AFwzGN$^P}=aG=+o4K0tb8-fT`Rgfw^Y9MX`#jtGJnxsm
z{TB@^t@}a$zIi9GzU*T80^#*9kQHcfKafq1177XA0DcQ@?^Tr^602QCW&C-5`1iv^
z_y6Ky;yc(85Ka)Q9>0-)Ql{S~r`|>E5*x${IafD~jsQ?2L6=0gD-eMVw^@>Ak)I&>
z$+#K$Pv9zVml7Jbcd_ZsFr|#M8is~rx_$SCFF!%=2i^nrJ8)(&tZ0z&sjPE(0xEv=
zF#E1IS?bcm9Y)vjcg_brd*NG2o)g^iOnXZif_94gBmG3tuJ|*k!9Clud@y`@t#1NJ
z?|IUla}9a2sbA}0(H6XMT2XEc@E)+uMwDXp9@zxeJbyqU_0Vx6`dQ$Bwu@Qn7D73v
zwP<tlJ~cx+@zc<k{8FTczHVjWs>6=El!s0C7VMHLV{_74N%%w!^+|Ec*A3Z9{rrk_
zl+ALtE@Wx@zRVdskBcqb_P&Z<V(QyHZf^M@`4C;NzW(rKV|Txg`3<SdlQ@GIJR}Hy
znCFEJWSK-ti#F2s*-^#bN74z)+~TY%k2DFXZA>b~417&>lbjxEGIBc@PYlKB<=a`v
zn&g^|B<T?FD9#o0bWejhHRhy*-^wy%-ZFjD_A2{q)ivC=GKxv-KzuenJoe&M{M4j~
zLh`6S3>jUY5@6@0#R~GKWh7%UvJ13XAv$QPVn}p5W=@*UP~vPwYHE=L+S0~N8}a9n
zJl2eVNXP(PhK~wq<A7cB<11_@@X6`)rKIYrQxpp8!{$OTpNprR7qkX$RHeMSVLb_;
zeMk2-ataI6g>#U6Twpt*a;B!UYF^o{$$QT^)WSrHgjtzrHD1$xKkMs#tfW2XbF)t#
zCts`WZbv-Q+goaF`6r!Sc!!z^l16tFZMbp@w7k|Rx^f-^>8;?vysemLT|o~1?O2m6
zuIs!hPQ!>sF>nV8e*x>kKBYZh5Q9DeJ!OA&<!T56Ss>reMDm_iS7%B7=!ch+6xMeP
zOp472mj!&s7M>-H^}PQ4)fZFNf%SqYCqdpNuHj>%XuDZvmyhWu^B_L~*;UELRBDCc
zlm}d@tM60<kl<vWAk4||i5Ws!+0Rxc>ldt<6^Rx!`5<?$_pVry3zLdG7r6UVNbgsK
zLbwsG0ZRPW8)@e8^&B5;JHGm>8_wQ--T=wVNACy7A~kJCmFJ5TE%<vxhchX<)@8-7
zu*M1L!tcbssiKz04SREWd@^>*UyN%!N7orqR!mj7d~cUXB%jPVa52{{|3_Jr6}h&h
zX4L53#BtZiUTkdA9oTgbo&*2+ci33CL*m1_QLF>g=jObsogGm*EU3!jQS+S!yeE>Z
zj^>s%ktE(BR&)mYJp&;0(HJk(LW4zGtrM6d-dBr#f^}M5Pw&?pAT;alwNb_J?pnM2
z_Chi_5-0lOn2+?V-}e?HmdL#Z3As|aLvn{3*r%m-9+q9ctrB?ZBsvH4cq)>9mxpE3
zh$Sfq1+SJdbB4(YH~8LMwj&Wup4XmM)|k|E|9IS>@DC}XHQlBPN`?db8K*@hMo*J!
zlKikwYByZhZlaH;JAoR8RFq8Uv9Xg3rP?9iX1N~3!0g~0dAQS|vR(cTzN4jdQ6ooI
z;j_4(sZ39NEM#tG{d%@kitI&;bVYCSg`$<LWfYTilxE&0O{mPGY<wJHGSjkbg|W>A
zIZur@>Wj|!{Rr*4UuN2Hd@kH0iWd<Z^ZhXnz7flDRql9an%aWYO-CV>7!CGr9SvAP
zou={q?nX^R<&%=p+sqWp>CjU&o7H%=KGk|+`=ANT_muj<PR8brG|WYXt?S+l;J#*^
zxSlsPO@==~X4XPSxQ<Z4poGCZ<%QEd&CCQz+@KX)A(RhNSuZ1Tg`J#Sa7b}yK0aq7
zaC~uxsj8O;E{J73cXlyoFfukQHG5~YP^VWX%xSK&dpAlL+lL~vI5lgw<03Y<qQ;u-
zP2ESq7b)HY;%<~67h&6yQQ9xkSX$pCFrTM=|6!2yo$yXzVBmq;r}>N8$9=Z+U+d!g
z?W{g78;|Rg`jGSA3kn@{T$_@1dRuWP2ROY&iy@L;$?>NgyB@De)vL3UjD94}>f-3y
zJbOTYU&xFh>SMt`reLT0-PWWP%)mAw*o8FzT^Af>(YxXWO0^?7p%jcc@&vs5-Kr6A
zG(1}ZM;FV(9}FGx$PXxAC@r5?Bfh^LaBlH%H9&YA@xJpP`Fivrxd|5?YmP}_l?bLc
z&sz~`ZEI{n(uI?};W=A-V1IgE6o-*BO582clhU-zkTSG48^k_HcB05*xpmHL{E3Xm
zE>d_mvi+rkqm!kDDY7U#0A<%TMqtc{gmRmMHMX7chHLP>sWwUCee@0VX88icY}D(h
zw917SG<!_!nlY;=DNbTEvqT3Pr*@aseeKTNRfcFJ(qH7OLhq0}`4WE%b(At3PUMEy
zRW^ptGg#}%uu;D^J)ZWad<%LcT`pI4{W2OS_qgw7bN<a~>oUbY#poG6?%1<eTJj`J
z&*C(vIY}aqImnB!hwv!!{I-uTgQVl!6D{JptY@gKCnZ?TBI~-p&jv;@*$r`##@Vz?
zQ`jTBzOu1(ki5C7h-|D%pZ6-dAU0RbGn{9E*3f1+N2g)P<D&}??E2#qFO;9FRvcq1
ztUz8Uwam{(*q<I~=^JG{lX8!>idSYd<)L5NeV~m-Y8F-BNgNvbh)ynsU5{}#TRp<u
ztz;MVQuJl~cLs)&;?)Nrqu^XeWmlqIz6@K5Pv&Y;Mb6YA4qifVzJmK@aK%H#nt^mj
zXYRSyb<s;v5D^iK+a)e)t?SvY%X6;-X7)QpC^hnHs85Nub|2pN&}i#Ku@1(96QSoj
zOmojc+U}YGIQ5?3%Y#cGAQ}Td8gUE6O0Tvo>)yyb-Cc9WbPIOabiJt}{rKAPRG5zj
z?YJQGQ;*-WcRNn=Hv5(#96_lCKDluH35xoKuX7lv1E4d_4<ZGTc)mL5Rk5wrou75O
z8SDspL_R}8SQN-HvfXIAWUxpmnBZi>u7k~<kU#tUZ9aP@<O9+Vxn~C|uY#RD)Ucgv
z(LnwNs^?!H(l9U88@Q%7DpMFG0@MAEi;%7f@Z~3^O2drhlA&q8hnW@tX^WA6I)iyd
z(J&uNj$BCT^o0J;<KvuHDzI+Vug3fDuF~+sl#SsE`k{)Q_Xz7=pLGdp1LoczM3ep-
zHOMDW017@fd>6R#Xiw{7U;F7Q;g<Nq(+2${g<cRXycjz&0>EBdL_T7nxVotaFkc~U
z(U+nn5cod)Cx{F<5)jToo9<qDe8{5DAI90{Z9lcp9JqRx=a(DQ8}KO3-EhuI*m=ir
z@^7R5pFDtHWplTzKyf-VKUjuZ#agmrIB{TH``KYL2AAoEpG4iW)A?rMW<l4NO_a*1
z?w1aRXa5E*7a4$_47dC$abV2Ckn#v{t}I$9Uu`a4{K}|`uF6N8I{sD4fCbwe2>JZK
z_9QLgkHrw0gd83qg&ZL}0Cv}qU0|Yw1BjmxfO<Ia2exRikORPra{bUuf7!D78?C$A
ze?D|C`7cH1qpXTY;{XiFdym+`ln*^#nHbX_EH1!({^%|)PNpSl?HfDjr8Jc6O$X9F
z*m1?$ZI7ULs8y)4L{3ImsAerby&c+~tFYHsm?*EW{&Hni<;w#{?oS`M8P=c7ic>kZ
z5~hyVjz6cZ`N8w_X_SC$h5hjD;Sc341JZAFEsIpukEUs%-u5e+gY|p^c04QB`<p1P
z?n2+)9?R%oP4d>rn?YykYR_(c$fNy=Y@H=AAr@0S{Q4i_`Y%Cu%^td#!upRCRG~7v
z@`0C$W%S|6nw4Z8K(N!LS!vxk{-6kRz2i09TKzh_z#R`jYmC-J(0~yx^)t-gvs7b_
z*OsS8G&|~?1TjSBJq)BKsqd6)c`GtcnyO<w6++tY!i-vYoR#V%l2tR%DQT<l=>os=
zuYP7Iui?F6qn}YoDk*vMMfSCzg9&OHq|%$OEJN1){q9LI3;T}s;Cd{Z=A?6n-&caG
z`twd@x)__>aOxt{RTRv7^lE9SF6^*U)!MISc>XHk&$+`H%}&4<0epNQ_bsRoxKhiU
zFLjDFyx*a(?ka%IsR_%6boHo618U;_)aBybiCrEqE@Zl<X_`h5V@f}OLs@Kqxtg83
zD|@ZeEej9iokz|4Sd`Qq4n~$$_qdUSv6+O5V#TB4*;{N)9+>49ES>j@^FZ;xr6sEw
z!MGgRXe70+LOJUmb6yhXO4gbhN+j+Z`muL-5~k$n49Ve}!RgSP2V1rzzJ}_5n4&hr
z2t$-jUx6H4=MI@@hXd*x!l`Si=T*}a4MpcTCkY7$%ak21qi^`l-K8?d6U><%AP28^
zYH#NJMG|e_rBY2CGlaMAnssx$_t*AtDM2Ao2@DdW@H#^j9!@nKFVitc?6X&S%vai@
zl{2K4xP=mIxeSS8S#nZ&dmf?-I|omG^*d52OD!yvH1Fa`8M8VF$hltg@g%}8vC%uX
zR4eok*{GJRj`FBGmKD4C8kv&*75-Ip@Nyi&*sI|CL(K`b@=4MF&kaS{U71wV6iOXE
zUJf4oRW>J?x%;a^!JCi=t~UK#_RXvF#8+h{Fe*=bR@liIeclp3*TI6!@>^9F6Dot`
zwn7JK<>tl1e%ho~0_i8q7nLvvYD=?svtwA;&9}|g_D}lWDl>-TS<L0O2f%>nQQ$;T
z^5q1kJ>=ZvhF)Pk-icY1fpiHTRs9BLcS=_qSSG)s8Ab{AmYws6j}mY@(7Ko2yViZf
zCRE$@6I61y4PK5`&aGw0tuWEY(x$m~Tw6%Xf{Jp-#I5_YbvHtvOPe<1rNf<v>n<Gp
zL=?uhiV2?^qV(|>7VIyQiXNR{veO0fp|~h3UFLnnh^Tf=+K1ND_;c2opVFWQN4+CD
zFxvRu%2grviJ0(5b`USNASo`?`BHs#1V7^uU8J63S@yG*tT<^0UQgjd;wft>2&b=*
zBKeR;o|63CuKR>LS|p0rt0^;Et^_V0h-lyBL_0X|ETj{}T~K-h6%D4F!?bB1E2FOq
zJ9!KF#A;fMW`2$0Czh$@3gtC&#w8q3ULD{(`^;uw&#xjV>tB(@XVAnd3n#tXuPJFG
zqP8H5VNg}r7GXu}4jUr&TS&ZH6lY;XgnI9#&>Z~kgQPpodulxKEIn(o)J^M0>xnVn
zP($Z0T!*6Ap|&8`t%2HS7!9-mN^eR~dH2o+e36OxW7G_Rszjc%oiz7$>dF+QJ@e?o
zB<nS_Ts-nfXt6oFVasXPftnrfAMXWvL~I1+EOd0fjHvH?d0c)Nag!QWVHPinM@(n0
z)7XdG<Y2UPS^%#IU9%*WLVjEt@jm(qs=0!kZQi_uRD)5F+*$eDLv5Oc@`dq2k410H
z4JhDBA)b^=tHKh13shjj_oIbkJXNe;r}~T8{obc4f`FA$u9e9K6UxPoC=o*^MTt5J
zl=p#*K*<+-O9)r@XtNQwHkGZUm5wKbPUwJ5urs<AOS+jCOkbLL^>j<YD~YzZ!c>W$
z5Vj+izfK`nz#_=5tdrSsXg5{e{Uenv&7(LF)k5dcU)6{|b(6KpqF8rE+947%$Amdq
zAqHKnHLHX)DNspHFe42&r^fo@qbWvjq*Ni>Cuf3=AUBz8)9-g?l$A1hqK!UBrD+3^
z-uD;Ex9op{{0A?G|NJsR-X*m#!Qk~(+f){3=0#4DDA~YhaKu_##A+0J4d0Y(;wu_-
z&7F;ktIGQbfuqrxI*LoBGl;z7%{ini`j1O9Dqo$956*Wg7076rLEqbPcQORX7v-W@
z^rLHX;(8Tq>t<*j^f7zLt|<nZZjeu!jYnpYx6q^PKQ5=b{U;bQ`|Me~JJ?x&f*3{Y
z3N%;0z=VBFpn4^#ZZ|oe2}DM;(N3}7yBQcj!CQ;M-e=2@Wx?^=XDtUn)B-X1k89zG
z;F*pC>WT&xtayv>ckn$ZUVzN6BhXs=C7!`Qw#3tZjvzSE)5L1$N6SRZR}zkNrZ`OB
zMkXy@08tc?e_oS!y*#fFe&G$Ek-j|XcJQm~6vW>E|HsB+d!{}fjGf-m2nL^)+}hh4
z@T&A5mlZJpq0+<IjQ|n)4@?=}H7B2-hjnC70uZ)~kTsU~Z;=N_+;+N?<?h)}XL?Op
z_cRQ!GV-b<BC^qP-A0wzt6mgbr4N_B;%<=HaS2zG#H>4uj`76Cc8*HF)~Ga?j&~?R
z!3h5Gikvq_nGohLxKi<E;w-!0Q7^x_M_*^le>(Rz%LX;8q^#`GcPA*#zR^20XQPa%
zEftu%c|&MM|GHl+0XxUXO0V^*E@l2Tt0>`Ow0>KmiL=~Sb5r%H6XLedCLJamU*K+E
z5%CeN9%t*=J>MgOR8^h(PoEt`+rm!tC!)EVZIj+s%0>@}BrYKMfV36NgX>-JDe=ij
zXOyB3PP^mf;Wr>;pdCnT1hO7jN0K|-<Nn{<UZ`GEtL+1Rv_LTeSGUd|`l?ag<2d#B
zTjZQXL!^*V38eeR8aM&{BN~n^Dc*QW+DdLVvn)e$WcOT}`XuWOY8n!6_KN~jQ<*&E
zp~zU^bKxx*rebGR`bfB$M$%@a^6?@OvuIA(Qbx0F`~LB4Mpl)V*VA1}QL~SrH}9Q%
zNZoU$pCb;FkyoW5uhyus9L=#)4z`)C<z)CHWzMi5UGe#Hf|(^ktX4lk){5lWbZsm}
zDVSxKtu!Jq>Qc<ULfoWrGxo0-B5G`HoEKi-w|!i<!mC(ScYipBo-%|NVtx8RHLxzU
z(MY4IG5kzE0Z((3I(g4y;wB=tYyu14sZ+V2o9_Z<bXD{dG&5=D^|)Y;y+eiv%M26N
z2fJ|Aqti^jix)h(j*lDkWCA#%2e5~8dz;Ukr2tDBlZo!OqgG}^B@X3cRZ={5E{0!Z
zBQxV%wzgB~b5^}cpytaovjEU{m_uUDvt=xd_b$TBykDw4tgI_x<v$=@nPYNqdPsZ;
zmizo1q*6<FnlcRbXzKd*-V?5ZoMEIWqa!)qWi$`@>Sosq`DXa8YJDKS_wv8UJd5ai
z#P5F4bFJnV0uQ{9t|wdya8k6|D`(M(HXp6Bv~OO>7O;=R*XS}^=;r8#yz}7jao(CK
z=E*O>43lxji*Y8VmCN+=S7C>izGm&Sp)UE%>NTTnv!s=vjYDgysWZp4K8fxG+fv!C
z?%HxmC|Pfe8bG6s$SIeKlo2v9#~lRuYcizp*|&M4ozA@wgpZCv*GHhwU>Rc5)xKv1
zy5l~nHj7%}8dEDH1X#MV4*+z2vR+?u{=JCP?>XN3UM@=lk;N7GFC)l-YNKQ42P)Ma
zhs;7xCSn`%?R#?SQ$;iL%xe0|L9e1XyvW;+b8j?9IdS<Fm(VKkr5`qaCT|)OHBC=N
zH)r*hRVb{{iIc%C8_mde;8~r;r%Z*skfAr(Nh2%n0uVpUNU;S?vvVKx?=r=WJnfH>
zTtCoK%yl}-cJj|IXF&g|#OO_*f=lbSofe=fEs~G6A%tC@J5ziSDRJ?ji2*M2Z0bu@
zABBi5CE-l*<GX5t0Z&0^YwrExbf=l`WzlI#y=9~Bu}7E@u97{}^d=gR?dQTe`)rF@
zNTbXmG3=lj3H4=`Dj>XB!dm^Zr_jm9^xbEK#XdApX;0c#sd{3qXCD9cV<LxP2EPhu
zyU3WagMO`6r0I+kz7*fyS@v!)(ud;rmQTqG>)mtC3N#`bA%FMjL6Uv%g<ik+T<)^&
zw6geyG7g01Zuth(Y_Vu>RW`Kl2CPNd;)P_}AN|-|D0%@&zeiw>VdWCA#zcyCH3E;k
zz_Aj1tvQJQxjQoVzJ+ACs51#lFy#fsMDc9`WKjGk=nW8wvSmczlnM91YzyLy&gZ&X
zofA&D!T;eRPq9Dtb##E45`&O3NRW7<CP1q6-8}TQmc=0AO&{{8Fru8-G#^{f_9g<T
zQ)F4gP7tmD;MnOg{R#@V&H;kJ@BX?U@c;96^ONOrMDRh&4sZ@KWH(S{^!{)ZDR!}V
zHU-(_PIL_TrAz-zEdP7(IA_6sX&-y9e=o85wmxVZ%t0+STNfogQUzYd8|F}+3RQ-%
z{{(f_<Xh@g=A(1#_kRLd+pTi<z7S1jH^`SX@Fz$y=O<{Tz!+oG)`iviC&=FTCn&sl
z;q~Il=qa9e72xJk9#U_d(vqZFeunG%fvx3q{MU)RCxW_xeFspEvBn77#ZO?w>Fr&H
zUmsu~`1JuB%oJ_8lroE{dRgS)fFgP#aJiJuN6+7-<#G&Z5Bo<eWu8@}540N+BCkD%
z(XvcB;tH(@@Jny$N)_VFL0@?GVhVN*1I!O-Kd?v7X!#60SZEe{wF5Yzq7U<`$5Eal
zXi~KiKrX<VG|<fWQrfNj>I|q)5RC-DHF)4iA7n6s@x%cFF9Z~*^rgCsqX(v9*iR5J
z6a)^~0My`LRvX4fB2cWh<q8)dRL;L!t9jQNpNs*90u6!*d-wet_UxPt)0tPzZzh4U
zzHk`|OWpkjUb07W4f5;&%eYyCgpk`$BF?}U-M~ay8Ol~I5BC!VE%ilVd7ibGBhTM)
z<-Gi07s9~z7<@U}G+TbP4LOKK;{AIVMzX2JOKGkW2&^0_0XfQpV%eaV<|8E`M}<Ov
zG>80SR*aaH;7chk$koYTOKv%g*rGTAG8tnj5H<_;i~pR8&}_>;hC=7u=SAYC(;)r8
z$27mKu}GVL_i+DL4`l%$SmF1IP&_COBe%f+d@5v_Y@`Ja5CEXui1#G)pEEfr2mgb{
zs!ol>3q&I%rFoFOVqgehJVO#B@Ma&g0N-TcMvy^u;7yM{%pPb0n3|8gqF5Gn6<LEE
zez0yw8vLW(a|HD@FX9SdtTsSw&vb7f(p35O7~B>uaPrTY{kQ?*Pv05?oQHxD;eay}
z!0^8Y|9^Dy0OsRI@vr$%9DdkbJc0j~Vw(kb_`gWDGkCT8n>%->1}`P69e>lf9Ld!J
zO!IFY&i`V!5YXW-cK&Z2AZ^dGA%oCgOw7OfzY$F3sTp{gV7LVic-yF3e#>JSurLwG
z6+R%3(EmHZ3?q#(H+M#cqHk=0g{y*tPZ>=6&Ek|~Pkz13MF7~uKdAKl-=s^mf6Y*~
z?szHgMsalrNX!W2NCVPF0=!j&?~qdQzutP0zf<6^1zoMrW$2u<{Jm*5^3gmx@(uWy
z3yRRxJt+fl$^UxC)UGD~C7<wQr}b#las*Wa4&oBBW&^$~0xv%tg1`Y&lt%U^s8h52
zUxG&dZ+YckpW`>10)z*{As8S8#TBtKk~#X%d22fM|H3){Ej-en-2W*YQQn@|I_J#)
z!%X#099sS<s2lVD62%O|_9WqO=waw4_+%LnhTj?y5H4OI&<Bcxh-3i5jkN!K1p&o?
z6h|=rwLs|qu)xJ%TIe6TVep^Q_16M{`WOFsfxdsLyl6nQsE~NBeRVFd3h6&7Pw}@Y
z7hQY;6u7YR8t|U{QmwzV-(ORV{vW0YXiCV{)-}#yc0csjj{_ux^mw1NVprvVBY^au
z&lozf0vG`O{JW2T&|j421T^cP>{b2y3aj5tx4<(IA>^+Y7jN(WHHg*!z$_c@DhLGl
z4XXSJ0zUp){ipx!k#7C;eX>z9yC%n4;`O2Dub~~O#yrLc$e{dMOOx3s@64X&sWG)_
ztoYkkMS9T)AISF*!#}QNy8k=HZz4es29P3zZK*DhPpWwt4xprk8>mWx=oveo;emQ+
zqv#&e6fseWnFYoVsY!FG9UQMoPj%|sp;bqHz9ud%Zhh7nBcty7-t4tGHX5qWji#%O
z$4m%fI1r<bi8u)*bR3;kl%`z4J=eoJE49%Q$T60vOj*JG!dl*B5;zttH`-RPKPrXG
zUjG4$&6^0(X(su~li&j+|6^ir@dr->&~p9vJ8LFK{rb&clFkPNjpw^UpD%FcA<|5+
z30(x>xhxgOT{o#Z1^peEPkJpQB;JMsLEh2^8RL3WMh~gE5_t^Y9uHCm_&Drr4KOE`
zhK#2!&Q{wAaiUP;p@^Bavtd4&7520FN{3%MT{7DCp*}ZKs{e`=y>I9AB8z`H@m!kA
z;YNH<>&~7q&Pb)YQp4Bq;|b1<nX9|@RRMkR7Xs&J7g-~1YqmaagA~bRrO+gpli)`n
z0tdael%+8`j>qTI-65HZWR>0fnhbI11`o^(W{WwhkM3z<h&ji=K3}Kyj=wI?YY0D|
zqKcalTknt}n!NmGKh=6lQ^RbdEK=(CtUE?uD7HI{$fH}s6Ul~gj<9aLi!rm8YPmhd
zC+_^n6scplO4rhOcAif=)U82V&^hU{XX1&Yx~I#&MX!5c*&yx2Ms7{bidw<^V$OB1
z2f=K}F|a+L@73OIPk?r;Sdq%meI<^q3^7WeZ*AilPOZzvtJWmCAI>iSOAKgY<z;-r
z0XzkuT;QGW*{Dh3AcY4nn5_3&Va=eI3;|zMxy+N<1MB>j$Nj&JNeewr#O)_ZzEd`V
zPU#K<3J0=UDL$H#C#S{Qq@80AlEt|`-I0Bm-WN$IBt=n)Y9Sc7#x`^hhkr-i!*-d>
zolA1Q@ZG@E7awcw7n|${^Zaa(ZX$M_8?X&2UI7Op)op28xcSIIgf@E)xWOab{AFJ(
zy%f@Q3Jb~Yf84vF_{xDwL29j&oz|5|#S1=Wc9ga2fV*!)*Vz~ruK47B)%tSlVpQE(
zj@>5<zzt40(1|Y}QHA~4_eM)IJ>-YVX5&h`{?o^0%g3R2tjdKOG%gyvn>9jpX8Sy2
zKLl~&BA-l_N!zk@tm5rKc7O^wGnC!rZr;z=SDkKtg66Mp)G$9;@;&KLCPgQ^_IFQ6
zN<P5<WFUpr<GazT5x^55wcmWp{6i~_t=^qK41@fR1V16IN2lQXE|&5$mlcCq85$-b
z1v*+PZFFxk(X(7$f^CjbiF+f{Yy#N#uOED`9w}FY$-Pfp_M(r?F*m0}8NlI3FK<?K
zw(zC<G5H9_%FEum4r6qCC4wWZes#Vhx8Lc@w=jt;bBN#w!k|3HIFJuFN14Fr2ow)N
z3BpMrb&a--E9m&m&VTXNRf_RI9#8_mxzEg%fzJ5Yde)21>H9ufnXt3GGg0b-POv>&
zh`5ir8FwOnVxM?cw&eOJg%qVF=a3oD*?<j?fobY^D)sSrcu4(QKoV$4SIb1wxAeBB
zsUJ5Tv08Y(V*}0ZK$RrTw;BZLYE#_G9B4SM7<E1JR=f$%E*K8;XJ?G`H;-m3`<(hw
z3nNoN5fN{)2?tz!;Q4y8m2)(HL?u-cyG4~WoNQ+(fpmV-waq;8pS)_X;yXUEH@XJa
z3Uh9yX6EbkoB1CFexem$BR#I?XSwva9=9$zC@JNZSqWr_v-wf+l;(9{MT|Eg^@j=<
zshdyFol!Yi`iU#eoLEr|P6sCv6mf0vWJ0n4)J|TU_=uCOPP2Y9_j6&>dDDeS#|GXx
zkYE71&{1t_sys>98Dj=T22tjtIetpq+Dr=7SfyQln#Jp(p{Fkh+@DCunK><p{Ca4x
zy8{44vx05h_rSo)^TK&&PuFx{U)TY8bSFcf)dE*n^b=Z)YxgafIIwzWagU*%{VK-q
zi~JgaYHR>na7H$I@Z?D1)ELd&%+sVFQGL$$HS8nABUpSW#O2S6-zdDftiZWmO!Ggu
zJy7ndSRXBu0C1~nKbZCL^bEzGbdfNxW@KLxTkL=Gq`UnQ1G^~>%h5%l*`P^)37=f6
zdYY(w@coqKCC~g`r3#?!JC<$X=B*FzuLrt;BofU94Zdz;<NRjJpCGGw;jRqv9tY}b
z_Qp&#@i$GbQ1Q`|yanBPgYFAwv9*Pl;ihxn-*r>PoLrAKK7Q+)3V98<-$!0ueLFZn
z7qW_Ohvq6_SlpGNj0h5(5IX0qS%}zq+UFqqaqUgLfj>CpbpQy2g`)7DHttJ8wW=7E
z`mCE{shGOnDWnuc3*C9BHU?Q8Mc!fF{r5E^>VGG%h{O}T-GZyR?OT2Z4l9tB11bN2
zib;d#AU8|n_VP%fJiw)?3{<>JJvrnnEmVW+e;h0BJ{M+y?gN(P8)AOs8uX&IoVSyW
z#kklz#m}ny)E`pMaC>MCzlnn^-fLQk7(R1kzx{n5_))&-$^J*r6MscUHS6ozkN;<%
zO**z2W33aM5^wVNgBP^Grt%@_PY_^p9mE@XhO<kLH?{AOOJ}*>_J9w9f6sMoGF?se
z*EnX~rw)G`e<Stx7{L9gzuli2RiyZ9h~$3^L3D;Cl8wJ%+2Du)DTV^Ydy1^2<9O>;
zN`LH`<>feJr7J?3Y6cvh-MM+}2kL)j=2eUo)i&OTs46k<QOQmlO#QXuzlO1cwQXcj
z(>M5+Zny#qJX?VLbMfHYW4j);dzNVE@!?w}Vzpo23T2t}a(FVmf*CiCBCkt|UUJPS
z9;|8D)!W9-{;|fT3HnbDbfnkXI*QY`iFBUC4hRO0PE^(SsV%c%J(i|b2|WIc1iL7@
zzI1S14`<WVF!OLv`-^P9h!l^!<nHPCKx@12fhvI8ecnlP^~!(WdD401YbF1;uM<ZI
z$P$_3?{-{&jcVjbn_(W3icfn1N7#<1B^6NY5%|A?^#G+%7fMHLj0S=24X38jEx5ey
zp#HZU{EN3Kk7TLLBPba{43_-eIrL;B2ei01Jx%=6ZPRIMU!6tM4E-fIK!;!S0OB<9
zA}hJxO*=80ht4{X6N!8?89dJ2Ew5c;GS%=D%=nXabwsa%J#fv@#(>3%DcDImyov!=
z5OVo))j|R$sJPvt#o#y5fNZAzQ#QSH35!uN&hw=m2Aoieb$oX_j+h*xr3U#ZgEyrZ
zOB}J=hV<T=h|xtKmln0jCr)j?t<TB{g*GwSkQ{`&%f7Tq1IeDE{evh5gVFcggjSs%
zXVRp3mSGDvn%Pv^nR{qm;mV?+e^Y`m?_~zNXa0a1?-ZtOyEN*Yv;8^uCgqUVWh>uy
zqSv)vk@U=jgh#?imwYDedS90hUP4+KX0FI#gBKLYOJFn@Aoq&i7EMWeC+KnXs$Ii%
zPp(b;-EHaVL~+u5&da<lj`hLcb5&0NP91q~1}zkRh6wDlY%HWn$MDHsr>pWq#(fd9
zqQB9l1Y?iJwSgW!Qr3ymMXIGluq|RH|F5@t6>!MVXGRHOsa<*XE536v`Ype$zxj1&
z8{d9n9+4WPbAN5P_bK<kSovEcz;hLAQk<LM_;RQlf=Yi|{I<@=3`Nl)Kbsryiw$AU
z-@LaTG{q2kYuZ%5471&PL(Q|f4W4m?t262vJgKi&*K>oEN~-<(D<<|IQ-DDKE%)E}
z<TbQIgC<we6PbU6|7epDH4oTblB+`|c>%wrq7z!K&%^8FnpkOdl4yk6B>wFuC+WVL
zZ=nqZvXX*nH7m1P%<7qu@D!@|o-%OTh*kQG^QtoGggGCqkuAY^qY5o8if=|)wXRwX
zmbk$VKPtHt#lG#TLUXo|T-oA4<;8Hw;u_$m*#p(wNt2FK){(N&eWqa&RxyPkjX!wy
zp3GP~I;E@ZU4d)Zqt)P>UroUkHCR?X3Xn;2;LHBqG!tkX8)Pdcd)Ij_J!b7tIf2RV
z)w}T}XNswYXvCrN4FbBVM0~I4JATa_^0#u(Rm1Y>Cxp`k!a|wqQW3#-165vt3{0a-
zWQ5-;Jwf8$>i_a^QA2>^#%SBc-_ENi2)l1t$rH5XZ44;D9`d{t@GL;DaKT;iNZk2<
zHut%UhpeDH#})bs`r|GGf~KJbaSd6M0Oop1%y``qynQ58q+xC0l|y1kSd4W_o!t-C
zh(|JLw}X%8e}dAb$<6)3FnK?(O{%5VO!qDwd?wyPP$0{GS6=%RPM>rxs9>Ks^}PT4
zo$E=n&o(1l3#JN36&`n9)1F`8C)#wj^`wrxO(+|#Re&^AUq>l7C3bi`*5VCsSwnY4
z!q4!lbQYKaAThGR8|av(_=?2fvQ>sCO02lkeWG&l(1AI<9H~3U-<Rbk)2Tqg(7qaD
zKP9WL`fs32KIUsk_cG3h0*E4xnkWH$Go=e{L9f$de2-VJQ(gs6BEqZeU&p}KrQ}et
zwLNzI-G6wwY9G((D|KW;6XGwFFSSjJlx>gLUzExj#M`HzrVD&XW$tqOGBZW18&eYA
znN8FRFBcmrmZgeUuxw7Of1QnW4^}~4%}pXxCZjF&*iBnK!k?=`|AViEZn~V5KrLVH
z-s74xPh^SZ(yYyEpgvhF00*cf&1W_{86J5iYuMIR{Fq{eC0?r>kdhlMeqs)exF?bA
zvy|g*WB5?GLKKvv7$Ro$<4JN$U-k(fshV%%jCXAe9h<Oo_*g|P3vPXr*g63278|sY
zGx}|iwZGRTA60?~eax&>L{(7gPH`eBDrbbR7H2_PJ)ZqyOP}dCeBUH@nOLE?M-o3i
z(usDL<X4l(YO^&1#zs+@6mC0ZcXvPatSo838cIgaNG{m2-m(1b*1<we$zjJd2-Xd<
zs!^cS{0Y*hG=9}ntj&I#7@mD^9wGkav`9i*?^AMYALH~+-N798z`|80?;{VamM9yH
z0xQ<SM7~n3oSfN;*DvE67(V7eybiUBZ}WH869K?mY)(xM1*<|+pBr`5>(qiWO}kGw
zg8S|n<Q{QTf~0Z!(B7}bIPHJo*g0<LC&JWMtV(6|?qfNAtG+e^f@q9$MLrL0G&wp=
z%)FHQ*qy>B4C97-K8<#}cN&SYhDSI!(ToFARb~rSTVO~;boOTL^TBJp$MlS{I#A5q
zL@HttJEN^yA>7_H#IcQJs4`dgN!Yhv20;?-W(Es%N$q30f)iVrqDwVC$c!bJPxnRV
z*^Ul!m|})7YC2a+wvr=G3~Sh93v<gNu6*N!M&>J<K0hV3n!VC&)Oj<FuM?u?Z5G8G
zB$G{M>t5Fd+P3M<;rE+-mE%yBaacwlDF=V23t|{OL@--~^w6c5r@@=8re}@k_%QKe
zgAoo7BD6Y)=?0IKaYZ_S@KmSXYM&~J_f(2G{)fb)A&U;m1I%GT@}^oc@6j&D%>CUh
z320(qSK3@NNu5tMihU`>m02_c`-Kh4#XHScR5tWVIn2pz2UAOgABwR=oiQrv^wtM9
znopPyzZkq%OGi1bOZ9N1M&e`CTaTiH*qN_%UyC@tOR7ZF6JBe-TINirgDg104N8V_
z0rWv;_FP6_bI_75sr=S?Zl>@Vcs+mOqmTODug@=B_rVjyxj?ieEFXcPIsL~Ml{+54
z3olmL|E|sqQuwptV%gZAMVdv)7~TP%a!f}+%mH;DY2=?M-3~a?@74m<o*|o3<zP8b
z?!OB$M;iZ8j4^=6;U{R!pE}zpC<kz<s$Pai`fq;5_;s`P2GEh8Q#Wq3WxbKPE%T1I
zcP4rD#0-fBT_|{a2hlR>_Y`VBIFy@j!^o|<`9zT(QZMRy2oaH5Rjk~08n2fvKvvDJ
z_ACUkvt<v0qsHpUgHj0IRHVjz?9N)36=~j9z>$mi5+&Rz+q0QXpBc@;Pf~_QE+qxd
zeZk7t7AFuMh0A2T_<Fwa(vRr|I8&|7Kg(HLO><RuqWyk~XX5if;DH^ZU(P7X6nW6c
z*+k_eY^1YzOl%r<dSPrGpB5+p+wU?j2E)9m3l&;^h0mU<8DYxfaXPCQ#&TuVM;Z}d
z8vqeu?(GV5$-Y;D!&+a_Wbc1$9mHfa7ui2bUpBMJyTc!&_<(;vZl7;(Sx*wvR-5(_
zJLfsPuz1)Z%CI%Z5;G2`|CA69qm!Jpp3{5JYlqFX-i#{ndQA)VE-Q6m`}qDoZJoJA
zyNs+*nQy#S9GtbtiS|{RJ8V^9<m9%zz^ZKXC+PISo!4V7w`<p9HF%5OB6&gY(d9ai
zj1d84Eprq<w1&2H7J!qJ82rhbU;tMVU*$5E^HO)CEsZHC<F1cYlCr}MnR4d6W|4_~
zCNs4-8gx)#Z0d1mX)#IVmo6!%e4Fz@aRa^|g2la~HIW75=bl3c=IYdG*Aw>|OXRJn
zXGQsElPuxowwdn53+;?Dx%Au*I?e`HHDqsO-5er1hpW<_%+xtuGTe6^A1Bf1U}BM$
zQfD2Qrj1jwo#V;LyD<4M>j}waRV{6JPm7XvJ4SQHMPNhX8rN~by))mpJhi6hU{o1(
z*TcfoN;Q$hIsR%qY{BHm2!Dj<#rgFZK}BFSTF|_rz6<?JbR8J^O4D|g!TDUyzJTBm
z;cHC;EMI7;1b*U&Vh8m>V855Og!`SS5PM1|p5A%hR<E{=<tuhz=-KL+j|N}y#Bn>#
zy`^)iP?UnanaT>>Wnas%{!;QaIjGvF^lbXi@vf+y{;J=L)#Wh@6&@)&_iML{Q8K`#
zmSTs(x8J6J9ivh%R2fxN6nLGO;I^kiJTF+Bs<Ykn{CABrdSqg=jtBt|Tm!y*0+CxR
zlSL?;G9eh>{{&4u9~w&}h3-5#DrCmwaKEW5DZNv*Kc&MaI;gHw3^AjeOO65ga)y9o
zOTh#)pPE@aa_-HQaE_LGkLW4VE@(J6$_{p;3;C*C#We^pzD$(v<F)kY^Rou8A1@-2
z<(FeSbm`k+sq(&olMd^)E8r@Jae3jA?d(GK7idRWjGh|4S`B0^(?fRiDRX)8rcjR&
z8t4Jr0bFajRwns1dx_m<aiGChsIRL{KxL8`0tYyq-0{b+Curh{JjA+S9=9#>O-p>C
zNqIUpE^{<d@>#e_=Xtpm6(#7p%IdUe)b>Kn1buopO?4nFirCQ)yP7PRc6A}<it{l?
z#KPwj1C_-0tUu(*b4I*7zNjwbr%jv8Zo4119X;$xHdb26(obYhU#NLGsGbBui>LN^
z(tWM<fmScFN*3*IOqA=+fu5Aj=74Rrh4N6Ig)2P`$@^WwF||1kiWE7D{V$zrvh=le
z>^~ynm{x^vJKc)<xR|Hz8d#y{3dB}5JaB)k6;~g8p5q#POyLTH%NPXfRoR?ZmQ92_
zotGND*5u6bHoJIIK`|d6d+nCRX}3b}^tL7{#F2~qp)_^z1KrFxYKbr@!87zt+s4N%
z?p758`_<-8+V}yzhs`!GgyV|ncRiM|%Q`&j4-kQ0rG|eHYu&abPq+bJ*_`ENB<%e9
zEP43yKc#)*q5PK$;XV8`ct#PH$1sm~)AH*ge;yCzF8n(5C&<0!^ohZ^TP<{(<aXlM
zUcgne1Z#sUE}w?<Ok`XS=aXL5mGtAFhr02(>NN~EmVL;E@b{zI8{!cSWFw~(a(ZF`
zpP_Pk9Tm+gW;HB4!~0%%Z<k1YMy(!mS(uuXN#7Yk&5tLZ|I|Wna^nG1M>H$fdnU`v
zF%Zof+h2_mqsl%>$o;IRj$rt0B)wTk%#*;VGm@4m`)nC|c_tH{V)KZMQ;Y^L{=F@g
z6xq!dIk)~al*QDj>hLEf(`G%Hc*md~X0I&h<NcWDq`?yf@-FgT(;f~l*)u*nYZV3S
z&ZkT#ZBtPk=EwIQ?WDS=*UYhP*cGg!lZd`^Se#6am#pYR15)+n%ig}94O%$Mqt!HS
zuK#GVR1P>BC*&KX3+I!F=q+L7Xa0g=UqrDvN5L;{y)&8Io>)gcaVp_wWsj&b$C)Ux
z&KJnYT!bs%-Yaf1hFlL*p6+OIDPKLX1s~)igY^eZ2{!g5c^9I$ZEeFHn<>U7=;E*w
zKdcO1p%_9Mz^7FDX1QiwC6JDA`0X&FQ$vJS0!iTg8J{{FPa~XVOsF`hRJRtwR8OS#
zqJ2!`Wg0fKVQLlrv=eG^{e7=!O`(<i>T2v>Ptr34U?2hJD}G)rCS4r~2uK#c8mWAy
zW3i#I@Cpf*^J&8sOF4gnpfryz)eT@NV3k_$F&GnkrPaspx(hBWSyoq4>eMf^<foPi
zl$yK6cr}xBpQk(jt9OBx_2fPbdJ!p?%x`kX8vLL)mnU)L;awnC^rC>4-=V&kV-B(R
zR(vp5Vzk(AQ~j_z8#}jAT-G2&|3N!nzs}b><_F*(8E;PuPB0;U5E>+25NDhj)geFm
zc&;Q7eU4@$PR679SpG-=^`IOtP*!`Lq`bCSCv>U2d#-TxUfjx97suwy#JLh-VIU|t
zghfOa5!{b|kZk@PEk@&!pI4E+cG*W+BC(4VH1d_o>0%$Hqx%jX<oFvu0GzeOk=mV%
z!)P9c+jC^%ur{~y`}8p+o+QI{$2D<WcJi&MKR4r+if(cl1oq`R8gAg9>o5es^^poZ
z(lI+Li|=~OC1Be94y%$4tk+dtC*Nm3wS*|k`x;tNk&vEJlQ$28Sl8mNp|zq{9H<%D
zoYy+netLWWJ{}guxtc_Cb8u_Si(*=f;AQUabOAqTd9@;V<3ynK6gMhMxfzIGh_bt1
zou0BNj-!_2z16H*?!0{d5cz?Rrm_dN4Q{Jk3tgF8vCa^2P9mkqJkUQU9xvS=?+G_U
zJiNv68GjfH)60-JlWNf`Ry-b)CV5a@M({#6I-k4NKKtAEkrxK%X!Kw4;I%uNWd|m;
z-{UNl9rBOy<(LQuahY1&@871_5nd(q?7|RC+LBe43q?oJbNzC7Y9P0rX#EMX0-zm~
z&x$9m6N?KBci#y);8{y<m%6j`<v1y*-=aM~1AZqodA>GQVgbSW@51847hI$Kd`8in
zT;&t-NhKz(KeF3BT8OT)WyYguWIn3CzVWj?o|nxt<ws9<m@6)K-cz;p(a?SqA<3(<
z<abbNsXr)^*42B&`~4@VJuSK@qYFq7rmM&)Y^&VJ&E9o$+UBXnOi0u?omoRu--nIV
zlYBD6rjt5(Hn+q_2p@{-`ut=NM9q{VhU~+Y$n9;*AeoWcnm!j44-zg48IN#T%io`!
z%`Ed467zL<F-u2Y!hg#=;*|ybX6rlbAeSE^@uaf!p9qm@j;wh)$)Y7XpVDOh()2(m
zgpi-|33oDixrN7@>O@(`CFkJliHS&JY5N+^TH2E{?yACm64I#nw>4Zia{9lNevUAc
z{VxN)its<cZw1i&Mh#E=WH+RhV91F2>hECT9$9tekAQ(~SCN2%`Wz105(57OQR+i3
zpCaGdo}3nm{2fbN<t__=EeJ#-P+_!Ctl8fF0VK|aQsartKEms`$%48A?jO9do2&qq
z#YbNUl+Dcm0Zd&(j%7p|YUOuEz(#(%gMeU~bVDw)A1Q-cTGnH}xilf%_`!}7&t9|~
zk9ii|vvsfD!yi*)YNs)$kQ*Nv>d_cGbxy-c{N?4A`5`4Di!-d~44tWh3&P6h@W`~_
z{EP9(r848<?#=UI!6$Lv(!czJ9P6}6!WGrA8T>PnE)+A#gfw2QKS3tIX`am-P^W4U
zHM+RM*E-$4caF=s<Y7(l!}S<Mdy6eYNY3;+SL_}?E!CPfwLAY!cgw~1T!Gvkeh#dk
zpgP9uCLsEJ$3sMR3UNMT<53H^B(J!;A^&{lo_qwb*QL1lUUbg!wC4Tfp5re!uC2Vg
zBj4i^(4dN>^E-_?1`#0l;M-jhVbg8)w;#)Iitdtk0m0>-3EB^D>jC0`ajt=BIslPM
z?Z^aQBK*B9(``GShR&@hQ@nvov{9~3sEYEH4YVMCPRYD3b_yukMxO#Vt1lhLH$&H)
zOL08IO$(dd24A1GEc2VE>i5ut1O?y}`;)xq!P|B@hry0^d1vlO&2%|i_IfwCx6U>*
z(YI5Gy80NW-zGAzJ}ORZqyhnW5GVzq7t$yAl>&h0=W=LY`G)2yyx@&YI2282^MMmL
z_O;6R=C(J}6Nmip0B)JQ^mnH2-!F<E@fyn&)tJ(R(1(T^cxt|Xam7#ooM$RZU@OYi
zu!n~M{H&0zXvcpT)s>02ET`J=rH9utCe^{_eqjVF7Zca~lo0XDaU$DdY`An*JL%zV
zmU4!~8?5uvq}q^6clE^9(~Y_?M|kb~?C_W2Fa|P+Ky&Vnniy4-7F!7)>s0IYWOP`o
z=0>8#!L&D-Td^1&L3r)^b3-kesdY~?5g^>?dWY?Gc4bCac}<`30tesRac#Hjh4QP@
zg0t?-+NS%YfoV7kAU>_@$!x{yF^lFX&(fKxO$1qg;7^cWORigDzt{70z(e<Kaiqbv
zEx%)627*cj=y|_~asnDIkP_w0LTS060pBk6<PjM(K6h}b(?s$^8z)jL$0Hn7qu7!r
z8^@dVd6HMkward?&4D#_e63Pf2~kTEu|w~vy9!Ykby<g&!{2<rF83Lz9ywsk<j~LR
zMQKH8i@h34wTDlq!Pws9-99v|ZnP)AmhlJ;dWpjj^KDEcJSlJLjl^bcucd+B+)R2^
z$1uD_^(u;aJ>f*6PS;S{1VG?^ssCoJ=g}aQJQh;(iJ@Mc8bkDtSJB^4knTYtUj^19
z5+<9Uuzr|*3%XC@sW^zFFZu@c8~^MAo~CL^bbkS>@P{-<q^2ujm<=6i_C{z?%bUB1
zk<+6LC*WvO=W{q4YM9&8o)z&DyVs1pei@dt+s%Fzb%re*nHjEq5gTt`toV9XmO}!4
zj^T=YJQKUodhH#D^iI7iqRQa*w)&g{hu>do*?<%<97WDV<xfa8nCcqI;@U=v$-R*1
z)~UG(a8m>N<x$T*#J1&q=GU>}g}YK><sykEsU=l?m=5965!c1I+IxZ@{lpH4$lsAw
zPq?H!6Y+{(2!pQKBon)ro}%hQ<|>3mS2v|?H{4oq4Mmrfy1Z@)Pp&4l?{;WA`xT8L
zU<ZXuP_u&rMct2Mk$OtUi!E1a<H%%phmuaT&)eNDV78iICT6d4$;TzVy7%vpKJp3P
zwBxu@sBRogd8CazK6Jf>5GN~FlnU8J#Y;ap$f(&w-lMC&LkoukZkfozcl25!3Y+c2
zt;XxAy9hFSy1a-A`N-Cfhb{uc7}aOwY}L%_)w)eS#J_zt38z_;NIgG0^&gM_-`n}c
zzYarlj2oCHe;tm>w799<HI(8>8qiQ6Fn1^7TPsAZbI!B{pLBr%k2ylqhn!Qk+6Sk%
zIz;<n1YA+sb+F}24bIg%#Vu0#D3_T0Gk84#a&ZOjYDTj@rAQ=^{){MAE|G~Y?pT6U
zxKmsKN2tJmCf_^-BDpebfH16hgkAHDF#5XG@Ftj9q=Kz=m)gnrmy7=7w~Jo-oGlZ8
z4T?wp1TkDr`u-X^GJD8h!_U+(cuHdFC#b^xpQC5r{4e(20;sNK=^x#=yZgp9xVvkD
zJA|OY-7UDgh7jCc5`qLLxJ!aV(BQ!>NZukjxhMDBd+z({z4x!LUe$%#wb$CSrl+U-
z*F8OJ3=f!K_KRrCUy1t7&WGKe{7!W0CsEJ85^aB=`Q-<rNk16{MtdF@ZTl-tkq1V9
z(v-W4DD@ko`VMN}x##+PKpJ$C{~!P|?U#nY+yAR=U7%l|3RL>Xu!hn;iOjtRFzV%(
z4@|BsAFq!SyH<H%<HvY|lHh&kN58FTzsq}(dxrO9NZR^3OkJxu3apf<l?$`!+YgVc
z`ooE-Fia-CW#CMHI<C&)yYVeOJwMrJ;G8R=<aqK;i<~Xja)KcDE}@J*9TT2l>{jG7
z2_2X;FWt=@OG{I*&cj^u(4Oob8faU4)WSl~0p6I80sgKY=3<}SJqXzrs72*{EhSpH
z=&9K1h_c@hJkVs{`rT>>dU&gmopgx+vuA*?0>>cXHyMh5t3wlb3Z+7J0$}E6x+*YI
z1JjrC10=x2&R@tVc^LN?|LPzi*-myc_yDkVRTRQ2zad_rm=nJkcL4xCB@aTEnWiGs
z4Cs!bxV-m#5L?o%rQaKSzpacPSZjXzi`&BU2(;Y^-s=6=pRc!m6j#76b$ELk_fyrj
z|6tSG6YkTRL!V3=fEdR=v|>2{^y0RD!ne8g7s>pEe&K2?e}0-AzfC|T0D9A09x43P
z-uhp(XAl0?q9pJXOCwgwV@=AH4_b*7h_Kqq_&8BCW@|$bXsNCN5g%*pJlMt0iZ!HO
zpq2ME1+D5aMiEhx3_|<vI}r20k#uski-KIRHQ9YezZ~nA^+zh5N1Snii$s3(LgI%j
z-In#Dl;i#Nz$cx4nPz_GPaF-WXAtns2x5jy9Ph_;cf;XI3La#qF;W;}Yv)<lM)a|P
zq^4J<I{QIoYV~2IBNhom$VO{?njC%oXL|-A|B#L|n^XRXOqeURu}?6iAcP>Gae*5s
z4XDlfXukyyU=ndF<u4tU(?TzeZky1;mlVYDL`lw2h%^gpe+L<F!rhPPYED>B@8_=S
zh2NAf%4Co6RW1C=R-)XXY8L4PEYn%Pe=aDl6{C>XtE9o6OL@Y%z2*u>BkZ>W%-@Nz
zet_T)L(&;>CbU-Jl;(q0jAk8t>et%@yj(`sXNsdvl043me8Lb)+L1K29(m~Y%a#gz
zghnj2GHE^D4lR60Zzj9CP`ZVW112SxjD?&#18Cm?US?xFsAKo_FLfx)<>&963$W~c
z@ie|N*8=91lL87`kpu)_F>9$ik}*Uf?jM^!76<J`mfni=XKiFvdq?F*fP7Bw^>}Y!
z-q#_Z^s*ik#DBeWu#%-{OE&h_hzL7I05(bc^8SYdd#G4h?eOkXo%~ncM4@DEA~)aK
z*LA;1vY^z@v7!mV3*D97Klnst&^G<6a4%IoKeFiz;0v&*X@8>s{So5LzHimtsw`p(
zBH!A(mHCw+l*Qa(y5CA6ef3bB!KZ|+P}AfT@4-=T8bW7F+O>crYDnj8=y{7Y^c8x;
z3+?!hp<I7SvL}1UBe>a}$&}drtM{dF)><6_PTNV)LV{QfDtn}Z6YrrYj#>JOfhSuq
z#LEq)Xka(bth9?gsg_eYDuFJW1cVMa@=#!s@a~<}Kq&h{B)z>VyQL<lT8b3hM?_HR
zT~3fCn=H^R!e9(ICm0jUN<MFuX<#qo+p<s<W%7kp<WR#Wr-TK(cAHF*ND505?oyks
ziQB#{32=7SQgD@;uar*%J#z2?HAe%ojKN*&@qyBfgKVxPM(mlEo4ygpIp5w+dhLaW
zd<dINodfJdq-km?Wv?7VL_iJ0YV9~FM_(;Aqbsa*Lzxav?kgl$XtbA8xm&_>1$aC0
zg!Jg^j~c57W<aMiamVGPl6<s-akSNg^zCM0Bj#+SOdxPc9|15x>;+rs0&MP}8M1~n
z<7v<+=-|Nbx}z9*>Lq_bME4jajOgvo42kctrtlb=$ose~r9r;$AU@7K{H_#?9Fzef
z8BXrN;o`d-Ny9o+{Vjj3s(q7cedirjq|TP=BpN7)X2u4x<xwxk^NZ4u7E1g`wzvx^
zx<IfKg{ZGvWI~E!j?acv{i`5GR!ZV^{Ejgnz%2D*x)aJ{*NepZHsv;?8p-I{dEqRI
zLl9YWKmv#$y23nv%>0*!)CwvCmx=yl8k?zNyy|QWVC2oyep-Ce>}OpSAK70Uu~!t4
zaaIo!5rq>UAM{#4wqHaZhttqj2^(Y>o^Lw=2B6IxJQ5Nq+IZ8A47D>;y#oYr``n>A
zw)H9f<S(Joc6vlc-i6CAtUaTB1y4!e=ch;qk!>edm$nHp`jMARq=@g{75}3I>jHLg
zLVSiDUoYDzKk1huOr07SUEIO1L=K7^(RUnjR`sz2h8P2z=+PZe{ZQ?jq6j3rgR83a
z+E|x0tZ>!(>+kSpp4ddy@(5s@K{-HY`QE4nr;3JP>IF3$f~uF-<Ej<u-RBi!d-4*D
zc%M_DH*Qt0ep80F_U^bFE{Ny8oA`pYjd1VdJyp=6&Xh<0G@ut7?TaGl+jydm+&h&V
zs;ZS1bGSAUL>?WiPXB{Z+0KQ4EG0V>kR0~C_4|D@s9YPL^^eXOzE(7C>M8L(%%6B!
zdf{x&$DUaMCkR<WN*?1aG%~P`@?RW`?LAhAqIbth#9enB<wq^@C!Cpm9OW4W!=wcj
zr+9bw_ApY%UXv<1ZLzuNE}x9<lJ6YsxTl!1zY;bY-&I==Z-e%FinK0HC?cM6!0xG-
zJ|^loALRnEGPH?uCxxs&R!k(@DJI;|OqJ4PfnMt<Tms$G1%(WdaLZOBcEyD;RZ12F
z5k~C*K5aePiU@-QS0b}}XNYYJ#s@E7k2^Y$b<ImyirCMrF#h=Z>(#==?<85q<_)+*
zQZOY5Y=Z6<Nn3@jYAF|F=ygbO;$ynmKr8Nd^hJ8CI?<^s>%+8^#bi8F#lYBOB7)Dx
zGRC-h%u=6;s=9$~i%Qrjg``m<u|NFzy?WBqg)Zy?hN{&j-(JzNT{=iB`UpYhRZQ)<
z!9zrROs$!nLseyHrTbbdd266=uj>mEol3DhX~H<@fQEElNQw*<I3^cqOeR?nUCDYy
zTW$Xxq-phmQ(&;32Uq!p!Ce^!m%lm^bsKSJuIv^u*?p@3>w8?re5O6T1PW8ERK^bc
zKG0UiM>(I*bf$}2?){lcy!xi!)R%qJAEPTk4hri-va@o;+0n5)$HzP}(;Fh7481>`
znU7+7ip(EubOFD~G6#9$eFm(%u<DX0fJ&$#cBQN?hO3lTokK--3~YSXG$n{=KEE%I
zb0gIxibR%X3nFdHw2&ntxVS6h5#LvoR<1%ALmC);(V~`q2cb-n&;SwB>?yLe*SXb>
zLto#Jf*l+OhfE-PAu_JkjR6TC0YL(<(s$ia?D9x{?TQ^&!E?!hRn$PqaVFZl4X#!8
zC8PvRk1@Kb2$A+W(AyS~Pa24dTPh|IR_WoDj=EHl!Cz5v5t5G(9PfCu_(q`}8a~NL
zB|6cmkN2X8JI|d>&y$-GBB|jEJ|AVa-MMRC%tuCwH?bf}u*yac5Zq4zE4H?pZnxhf
zvDdUmzeQsf1yNzb;v=8%T?jeK&aB8|OV2Jf)GqY_M^yMas@<iMY_`;G7{=t2d<S(;
zwS>#uzEQf_P;ntl=yM{aO&W61*s$wZ6hL>58^eMB2=obt5CV3B8V>#3tDj9RS6-_e
zP#UisNz)64*T&JaWvpB5NsU`^&r7GnB)qgH-tcl(oupu(Q&%qI2eHEN7Z|Gm^XbV8
zg39kKKgOTiSAt~z_Z#2+&(6o#sL5}9KlcVq`XiQG&BO?Gyq8S`&j#mihLx79E5qo`
zesO(99$7P{7<NuJv!gN0^SXe1fks*D%iuxRRy*<5`FeUgRRrc&AAbm7I}iG7%cvK_
z^@m>%`0mvqG}m<67B+gg@#7kso$$!Kv%J0?_pqy!VnYg=IwuY`t#A7Z37ns`oqixn
z_B7E#YPK{)6>{8pd}CWhDPj@snKt(l%FS1VA5`3+vOLmS8;ghFuXxxOml~m_qQQtA
zDv?DnNZ&D*m(}8STXxhG5E;N}+QiW4c#826k@O4v(!>`j)2Ab;y%W2>bdVJ)%S7Sx
zI%Llk*kc+=JkI;%O%FVn_32$A<|IwAX$7}HvHb31tCQ6Pt1x0I5Y8djVZ*+q?N$x*
z!_T8(AYMB|_<LdPJP|-BPlotN9bRX%5JeoF7ZB(H2X_v4w5J<XTqu3XeH_Ljs89nr
z=fH~g_|Ad{y(GG>q|JPB(Xl!DINkPh4z;nad<1i4M%7UG>lbdTolCKer4)&L`IwS>
z6r|C`;Cs%BKF5#Ab*i9(hxRWuk`7d|=rg3MrtLE%ilnjiHr5lWnHOvl)c0Zu&EWib
zxza@(S1Rj*yiW!9s$N#pRu;c9wBt^^G&~BWlj73`(z`K{Zp(?CqrNW(mU1cb_4-)|
zW1zEJ`lyQ;>Y8nYezmuhp}@8$7vDh{<5CyHf$oOKC+7qAX*n?bHZ*E9JMP3ls7T^G
zRj6QZRX==#K;Hi-!wrO*Eni8yu%RE!P_dYA!>i9@(0cK4+&4!Kvu&kW&SvEVt-4L@
zmJT9F!C!vTE<P!%xX5v8s!-M@pN-S|HFWM6*@tMii;~Ev^eN-q>m36I(m=GYqF~4Z
zpLF1f{9%(9gsNnyWGwWe4&-On+3a@h?$_S&4K=fsUh7H7(^<|}b~*Jj`o~!*q^_`_
z=-Z(wMDB!#$}?zM*N5m!@A?ea`7s}4WjbbMZbLk(ki=sjY6jQP1Cv}=wj#-%1U|O2
zWEThu8jo#{k%^HiN)ek6auDzIMMdD_+ad{DSNslABy{sy!n*6hCpcRQx&|iifaIuy
zRrQ!)GAIIbwrJrNzr<TkK#_l@Jw%{=w70W!rOp;L8-JTfj42Dl-kmhH^O=k3`Qh+0
zHvBRkUIreA#q*s@uW^XGS7>vX3qA|zwQw(pGR}p7HNvqL_anh<hNB1|w}WhZFW>Q3
zOVDyLIW<1fP=Rc5-5M@>>zs);v-rrSG+%Fty&NASuyAfPB|m8jj%0;>@k~)>OW`gn
zREBA!E?#;n=yT)F%sYOwrW=X0MseQWWhJsZFPq~<qP&UFj!i{re#2Nx(5VRqI^;9-
zXcoRP@af)Usvcco2!-*2ig;{>zu0|X>bU;><pC4gSa4TB--@E2QlWMZVy$)$_L`X`
z5Au=z!G=k({5vUZP%jz(R4LkL>|Id6LCOY8QxGPajRXAsyQiFuDg+XP62!ONSl0<z
z=Px3yo*?!Yq?^)HHhLmBhz;Ox3BmI2&ByJ}x~DE~B*ZS?FMp|;P<j=TfE>>hGQh-h
zFv>PxE>+Np9?v)u#>e-<+eJu5Y`J;@*k1JwWgs~;Mt4Dq6e7Z2k8o<F1ZJcz9mGSp
zh)DO-WFY7*{<xrvEBCduP%QE%|7~&I?+fifGCu}F7`cBOyRHn~_0QuU2U7oZ{yH|q
zq{lxUu&(a&Ps1ZQh+2Q1vHt1ix1kXWDBrdN?BYUd5RUHrsDPz;0-^X++r{D>=td*G
z+SZd~xB;X04Q#*#_htv}ygyYU^-Bw5x1hwPl{+igsa5x7=XQYz5ZddR;%8ooyXFz<
zz0DDZ2tuF{@rFd3_s^rTume=QFyTpjuXDlFiJz#L<m}S|z1;B6a&0N0P2Ymx1|6gQ
zK_UhWjUP?n6&A{BY)ppNi8r>$_A^j#T}s;DnVrnAfsF^*iNJv!F8f}`=~dE7>`YQc
zVwnDw^nGqlN_KbNh;p2bR3MHKf9DSw7x&Dqt(N7bcvA)M(c}AP;oXtX`i{18_tEOD
zxIZl*sxB#>l)ZXM9M6B;w~Xz?c1mHt-zfYn%RY(7VZ($>v8}GMI0vcrHF>~w?G&X@
z`&?mN8xIc}S;{-{P|bm@B5#v+W8Y&fdd}&U%t1Cw2Pu}cYI>Wkm;KvtikT&iQzow{
zi5BsbtPK58g*>))CaYD%-Dd4o1Ey38hS+*PZNsU=*=1;ydtffJJVL@55MdkGS}x2B
zqv<ilR*@nP!B!E4dH9eM1K<Ib@ib&T4g`1V1qvIb;`4P-*25T-JbxbxM<Ef=Cn~ok
z95nCGSe5g-zCAgNTG0$&a|@L9O3-mSJw2T>`n9qxxs&NVW%f(_y*~NWN7Bo(A2!F)
z`@V?tV~XVVRSG^6RfO=_014I)&`!nr-U*CD!zn9wXXdJrAFU%gK@9ZSe7mzCj71kL
zNucF3j|b(LRK0j-WVc3#pQ@~%vsmE7aS!|YV$X+-SyUxao^>5M!*NVv(w`#nIMKr&
zQ8FR0ycs&t+i{F+F#BTjMkGsA`x0hx#9v4bQ1=XK6ZC4>WWKjW){>Fo0v`ScbZMc^
z5s(Uh(FQbl8TO0lZ7e%SpTr%5=10gSDp<Crf?44gj$>extf15KvRrJ2Xdrx%o<8Q>
z<6t&b@pp2(b{V71_5uaii=|MID{#CyT0D~7+2`X_@Tt9SniZ^{pYy>P6ZeHEPgaJ(
zcrgo;+xKj3t4c_yG^RAzkSdz4lRD~%A5F<?BF~>=`L4Fx+W|lBHD3p97Tr^cE!X*C
z0z+L<9%e<^3w*Ln3l&j<8J-)MirV-11#Zw^S3BVFdB2M8$j|#PR&YbBN@nw3qxmkU
z5l@F;Lr4or45#yU3-YZ7nL3Z3oekX5Cw%71{1g~p)i1h^Zv%C$83Q~ud8@y~X=TE8
z?VVh1?k>3U&87UKiYUBSq^`h(D8bYir&j=IXp<Qh^fWl$<NiX)?qlMv^(ILS?uC94
z)qwDNtb^6wVh>R=brj5^c&_~h|BY+eiIoF0Bm!|l_PGscotKuF%nGFU`Ym#^11gpW
zL8l<kPDjzZ`>|HSYAVw<IOu>;fp`)A6#L2reCPhLB|&deUg0H+)NlAl?2GG(1<V{l
zrzXT+%FymF17YY8D+<}M8z?`M9IHGj#R-&-P|3uJ@|m0OzzXEQAj{OXp2c(1>7B^%
zw9U?0Pdb=MP)c0my|8EEIlETc+qoKtwsec7>6F++&fs>OA?R3-CNr>lZ}s{^ayWk}
z7~ALTUjO=hrhO@bZS)vY&M7w?M1=4b*tjV28-lpg;8-srM$lm&X<xe)DB#d-mf%A!
z@+i(FN`BR{_Zej9M-}svOPP><W4$&s5?(>?PcNH8*;k`((?%(ch5Z8tF0c~~Itj>M
zz3pX<b~i6#<pUyuY}+Lpni%MSSAoGcUpr{yszh|dZlpvl<>H3sxo>Z=#(Z4+dl|-?
zqXs+`kIH)BXPsnuS4?P+iuydLBiAJL3v@d9h-x?%{bE3(@5AZ4^4k#RtH+=>APxeu
zEBWlv=28t+MJHLIi39n1(N-8V+XC>*380_?1&eO`h~pf47!5iqBsd_6>=*6Fij`g@
zLtwON2AF9^Q_9r{?+5jnoUbJkP4?0)sS6l7T`f9r#2Ga8=%jw3)3XT)nAa0PAogA-
zxY$!E+)#Z&?D*AoB_jol%I^e#AP0$4!^GDP9wx)CAG&vz%9WtcK!i~CFy9opGZ_<f
zt(}muF6cPb3ewFh>njo6EvS8ZHIJCF4wcB(XVA*8KCVR4g&SQ9TK}S2e8LGqjkFx8
zB8syC%m}hd1>WzIW*?Djnf`t!it&H^9B@{@zFWVzlN^-$kHDgEY!!`z#2vGY#UY~J
zv9!P{#A;wrMdZ#930oa6-t!o+?5EnGZWqex>U9nCfT2)U!B9EW3(aRKGKvLWs99$a
z`BLUjTfaU1f<rS4l7)~n+2*@9IW9@wt(u5;2&U)LfcE)7$#*tp-}g>6?v-HgJIU!|
zz9Hrpj<jl*VG<e;?R-xPc%WtF5Bi8rs=PirWGc6i+Cjb?&Sr?FJGhK9@G`%LdLlDS
zbizefF~gtGoJ_X>8vPKm70WkvMi!^*o40i6)~HG>iOsEr>~$QQ9mD*Thh*qXQx!#S
zZGj!rbSb-$JKBLQX=c~5Vm|NM8zTiWu_MHoEsIyk%S|LiSc%QqlMr~kzL+vGr@)j4
zwY-tkfg`)vn0IfFji*ccX@wY{*5C?q7W`g@@k^F8{dOrcsk@41=mNIS?;`U88e(5u
z&Sc-Zy|d&pDt5?=q(`R9iv&G<80a6ZB}DN9kx=oXpPDLLSJE~eR4fp+=*i+BGN2a+
zLXmpi+@w1;M3<_fPG!XO!3p_g3cXS`%eENh1FJGJCe@2BD5ApiazbEFcdnc$2aC_y
z1Uhjf#d_o^@KQmuo1)7sQ&s`<29@G2V(@{nlW`CTcqI%A^GJ)wts{p=1@fzk^!as~
zgXrZ&>GA!<!>&YR2ZU@tuF~hA_-GTPUmQR3uLJGUhi_lcfo)tnVKV_*phwtg0J(`j
zFULIym_*6sLAngo>9i*oiZNdx)sRtF_}8biqN{QfF6p<$pb0^)KeCM%gYRU4vLfjq
zaYN}z-muTX_?vum=`XrVUBXJ~3Y4Rc^XtufKXpIF-~ZfnzOz0A?)t{Oi2tLE+;Eqg
zgF8fABfqcLH}?ZkT$E^m<g!&K1>`K}Y(F(c?$o_NEfBY-$;@d<?o>DH2;o3?W#es*
z;XT<*wyNd$Y`CFCf<H{k{h?#rRwT$v#uk1)8l9OJ6C>8&{Q@$}Hjg1vD;QrTsbl>X
zM$%>=d60_XnhK}C*H_xX4@0vA62lg=Z!@@Si+5m8zW$ifP6K?zj(^d2g$S&WkEmQX
zc0zm9d`Q~9p{6;B11?L5lNMQ5n-Il#)S^JxTOOj;h@6GOvmYORTa(S~9G(5xk0C1(
zRAH019G&Bz6UgofCw%`USw|EW(lOe1{oeZ%AR&TBc?m=BH{+UeALYp`mr0mrw|J$e
z1G%QT4`U{h>Nb4(s)1ZD_Z`dyQ2myLo6gV6v6W%`Y8E!gSb!IZ>r-)lMyh?7(x{!$
z>u31I6QVGX0NIv5m(c!LPOAnit)01trh{ZO2&~K7(Wzg8v6Pzhr@`s*2)mciB0D0x
zgVwV8eb#>tYSM?_r}a0;=dOMST|+K>2X(ZcQR<?IViyw=<^!XCiqUs|DHek*8rtJ`
zrSO-)D}qV|WzR$}+C7<9w0SS;v=Me9DEJIxE0kCL`8v<I$R2)uhm20$k~o0OmOs3Z
z5q;a6>7Tx~D`1;tIZu259S`d`m96X07-jg}^>J*pDCKndBGuaxNa^sP%!!6mXmme@
zpnYCrRUNFG9E=mM_1LS!bW29W{WfN>5KZ)Pb_>6%Zyv>V+3w~5lqDSg*cIWZ?<1<1
zd^e_G5R_p^Uk+t^d!-yseB^48G<g*4t^g$46qWPmqaFcCt><B{No7y*D5;{)`g9|z
z!7AkDDmClSv5Fi$8Vb~UrC)_lhYR(DvoblZKe7~7R1zsLC32cOFiAU4O~q!m6JkCU
z-=8{N>!6V&*n$aLm$fq<gmJj(2lzOy=$lNGPRN|Ci^PdQ%0TveJEnNuXQN&_OQptH
zds{VJ0Q8xz2FBWaYo+q=o`+@P9<*86jj}bG3nz0<kbjVkbdJV_%07|VQV*$GNMfa>
zZa5eNT?z>tU#mM?u2~l~Ef3IxU{%>0`xJ$mC*P3FxheFU%!Q#o?E(c8W5rD+Xfm=f
z1v|lN@<O8*Lj!fDY=b-N(Lbd+Q<@HaDQaMPrcP>_74dE2i`;g0<&#h)DX||{KYui&
z&CB`mXdJte<efzg*2F(68ED2dKg%21(HCw|LeuW4++W^&0A5rgGC|q7N06teH%4a;
z@}KZWR<d&pQ0-RWT+k6IDiZPa=-nM&hCOT|v-}<8@j~L3KD;VN%uRa6aOk77?0~T!
zYF$l18F+W%<)TI?BB`Hz_GSArSv){k#QSdb8to_t8UAu{hbP^Au1ZtKj+#6RS3_C9
z#wQ_YuaC=aZi_Hl%UOz2#siVv)ApvaC6|)ev6=Q`<j231%236KuX%CkSSa<JA{C*K
z9XBD*Y#wJW8B?YdZYO<iig~kTYBk-16d}!M-4$Gp+Ul*I-Fkm?8+N5~^Z5`B*vE$E
zD}r`fMqIZaf9yKx<JI{0@nR|;qg}9rhR3ML>_oakPZ9dTz9M((p=SAGWOKS^>9TpR
z0(p`Z_Gd+zK<B)LjIQ*JCqYa+h{~a=6=??Wa5IILF90E)kgdub`n8CV-{bh)OFDVJ
zTJt=$_aJ|H>22guPkaEj<Lxtv8;tU>!?EpSfs$)Vm_fnV5>fX3rWy7#8}=_MBJn`(
z8F<|pbyBrdb~9m#q!g9DY6(@bG&?)oH3Vvokya`VD%*9?caS^jx%*!Po&Q<^j;4WK
zPbrJblLBhwUGm+_CH&0*V1TR^IN-V*5vIN>oFXM3U52nR{LKc|=bW|bUj_fcK98C9
z;J8UDp8_XS#0CSdE3i|Dpy4?_-zcLiKUwL$>$6`adbRkQAj$3a)-kF44zdb%F9x(9
z==%Z0C<q}OIKY{x04Pn?M%XS991y}f&mT^jp!+9us{8?6`5)<d9Y1lM{KG{_`DaB2
z0XgVv7q4^D=4nAI2R18HHMkak5);wYg#5SVzNq^r5+b^P(B}rG?vy=?UI4cL(KXzc
zBlqJE+`<1a${z^|oONK77EV!x?kErE%|U?qr}q#z3y5nz62Pp>^0+Is`#?G<tq*ty
z6u!Z|Y=m#a;Ob@YZ>@7E8f^)WZCtTar70*7+h9FJ?tBQpYNUK*k01O14vLooN$#bW
zZHo;aSsmjL(O5tUxJ*#wapOpXI(AeDn0-F8$}iM5khC+ux~#;F5-JVF*bya|7;q(o
z)=3MvJ50MbPj{bZ24*@`-}8%fReM5B#(}+*VaV#9eg};`yLIskA+rF+*0b8LfVD)3
zts7|af&n|C*e@pBfe{J6<B5B0-#lP5x9_0!{9A_0cp<tIxI&Q1jTErg8?fq3=1S!v
zs{M~0^~#q;&+_|8lObdd@cd3^fTIZjnE$uz|H}OTDAvaQL@)BCsUI*S8$hMTA=pa=
zz%nTRPk844_T<0Ax##6C&}y{=?8pF6hm6a1^V|GkIB|d0!2qxTQqi*<L}B0mWCX7{
z^p&t=sDkrd@u5UgWUyIaI@4Ja#aU&EO?D>V{VaigQB$kwC3<6osYaG6mGMaH5V}&X
z5L`_!gOSiI+1`&G3;%$RDuLvfo3!8*@M=8ns6eOclX!$8s1J;#b^D9gKP~OwF)Q+$
zl{;kp!=kr<YNE%<gR0)@XT5n5SOhDB@7DiKJ&z&5qzA;!*`t`3pqT}1+49OK%JTU_
z^N{$}C`Um0%3)Rd#fd_wa^ct#i9bHs;CnyJXRobQ><LIsJ3<eG4}ll)F;3VZErr~@
z$ddY**pd>+-m6<yrOj(+{ZH5sJBWk31hQsE@nZcH(ONh~);xqSu<mT2M4D;w$8ryV
zg#(oyEh={E*V8BY=6UEJ$O=Jr2L%f{6IVfsF36L0KwyGI-hcas{`10n``cS!@hUgq
zyg=>sG4CX9+@AoO?q%PGeqNQi`1%^?`HEblw0HTl9OT<7-!D!1ZEXP#x#3FXt{K<@
zW^C+U!u}`+>BeF~U8KR~^EJSEzwJG?pWROT=_#;oa^aQ^@_wHC6WYNN&;1L(6C%K2
z{<qNoiub=j`rk1bOGlmWpoRHAt-flR=8YzpY9FFkJQ|oQ$6c#_P9l#Yj5*0_$#&9<
zHvD--Xb<tUd$K<|wboNcP_`Q@u81vrw5A|o)9FM&AgiK}Y8>iom1%R6=O(3hMg}s3
z@`Mz~@B190nVqS#i<6m=?ZcJ5u@xc*7nl|Na3LtjqULJs;^|<<B4=x4Zie{t>xq%G
zHQ2?;6}Z>3G<C56b8~PbvdEfQnp?Plx!BkdS;Q?}oR!U-B<yV+?Cs3#T)=FIEYg-X
zE@n<F5)yLi>e5CYl4d6MrT~SX-^xZ#w$4Ct3gAb;qZ0NuuC{j04|IivSst6&nFEEe
zbFc~v|H0@cm`I_Yl{*w1@C_B7EO=W4;k#Iu-?-oR?}2dN|NruLkBs;IyOAG?H`0|=
z*U?9O79+91lX#Ru3PT%6k0S^W`oC(1lkHE<sIqY(vOQ=@l|_|}4Uz333Ap4#<okKS
z&Wp&-`^P00BKwagg@u3VnDaLstFrMSvi-`%ipb9Tkn6Wcxq<sX;GoKb$n%%fhx=ct
z?Cgl_><{SxOaE`UW9RsjsJM}{nY6u~3yXrXoRqveqnf9!vAxX`b(V)8CC!{ooGcw&
z?47{uoIeUye?aR)5&$DPNp*V}ImstR4qz5JQvipSE}j75w7{I)tUr>~Je^(4Y~}2p
z+k@GE%I_E6fxHhy9;mVZDGIiS%KcH<fAA$EEvKs@$0%WBV`=PU`AFQ}#`Leeu|3pB
zmF0iL8#_B-OhEC!@%B@V|2M4trlr4O?O(Y1q00ZqT(SKW_<v@L>o<x0;Q^#=j9koq
zn*A@^X5;4khi!XgJdG1V?P5g^xy<O|k&Ox-RCc9Df`W&@lO-u0RHl`m3Rp-g5P?dy
z*_pfFFrWKe#Z!;5!NKdJ25q7Pm%fA<Z<sUjrbH>{QSXzK$fOhT3-?WtXG-z7{T1JG
zX%eeX=S#I<GmGXJ3vxWDCN$~aPZw-M*WMG^j~m7we3`WUq%NVB=9_-JZzh7$7%WO0
zwQ5X9RQtG3Y5DrGnEWx6HIs(Hzgp%G*#8w7e?jb{Ul@EO%c5?tVQ2Z^0l_~c^iSB3
zvI7z<?acoKEs)^>>41MWvU7RBrL*1-6H$Ho4+s5#Ex<wkvTv^6Ea*SUo$c@Bj$~Z^
zKDqE;#4fA-rqKK*Dcfx3nKvMIN?sq8zY)6|&*o>cpJK0~NgNw$a@kE01NPZKq^Bd5
z<J5?(XQS5@tN7ka#F_T_qDiQ%4DqcJM^@{8F~m#sa1%CtWHZXtovQ(XY<gMxHswwY
zgnt$K5BK+1q5s7k|Gmur#UB4hGG}|RvHu|R2ZQ*7o&O|rz@hxnjy+&q-~sEQKd?Sz
z0?0fBBG@0PAXd$+1gmhT<3Mf_4ikWS!`(o;nR~1LoOFEL%8?XCv>Azole1`G7VJ=-
zuzx+imIg!YAky4YvY(%zm@fG3b~B-z@L2I=DIS3Jfd{OEC)DZZdkZXJ0IXLl+rL=o
zbE__680H@FxOkHZn;`*??QvjBj?pf<qdoK~0vBFEs+ema{u`nH)&~8Jqxs<j{|4><
z;-&v*lK;`F{4Ltq|DE%bHM4OubFnlrdZc7*W9jH>_PeM1N2y#to6uig?7@rxoA`$r
z{nkwW@ZP`ju}E4ze{SYvW@lpNtcS?P$<5;EY7fLW4>8cwKl8Ky);j(}Sn8IxX3mdP
z?QM<herM_LSop1Oe~&75c8=ds72j$10gNtr=mX<tNc>tefr)v5I!sezfegGyy@nng
z?!5ik-7WKM{6mEYE2ZK44?7+Vp6`}q^tPk4UOT-a`kd-bS#RF9Vf-yKlcN%CQf@~3
ziMvPC`AzYgkbtS)!{foFV!w&Z7enLhr<KxcxI-Z$8~SOgh@nHbhb8WMYZ<^<pVLNo
z=$(k$0o9SDycc4d#54}@3@c#x(~>VLBR4saUt#D={HgklP81UYNZq|y!g0{~s&yWF
zUY-V=!0fDDyDD5xH&*DT;ZjI#bopgY7s?Ncf5H3gW8d<xkbH<;{^|x4q{Ou4<^OZ5
z{3Fo$-4*|^@85MIZRzCfB4J_V1m@&rd2IB@H5(`2&&U^0Jr^qv_}Axw-mmM2?}z)}
z{t;Qh+^i2paIrsd%*o3O=H%i7qTGik*|~o{&-uf#b3gpf!;Q$r@c?`-ZVoUf5AfmR
z0(1ZH>_1BS5vcuxK0y6H{{MfN&dJC76!FiN2j~er*v4<De+XFqs*pd;@kfO8!<v4^
zX@3L!A0g}CQu$p=zl;*h^&mslKRNr0F+ZgKLGV8qGY8*KTXqJTU>mc)*ftPyv$8z2
z!_F4JnK|2o<bS99P_aK_(;tDCqLHl`%ip0=T-@G6j|=Ghu>F7oHz&ta79dVCcLsAJ
zvWPvj{4QYNM<6gXa`>a8_2c$uRN(TE5$K$`03oP}*aO#KAih-tLR(ER9~UCa6HDiZ
z%KYrCaj^pN<pY0!GcjWaQ1~FSKXpefZf0(2r)uVG@9Jb?#t(iDJO!pxmXrqn%JWds
zXPmtBh(EIaQR{#8Oo)F3cWgjp&cVs~E7arT;QO;5=aF%cf#9S5>HO-@*Z#scaX9fY
z`>O#{njtC<as(YPl>|4IxIYsmg0)*BBGq#UU|1@TJ5b@NL(kK4l~>4m=w&79m67xE
zwtJd&^$dhPmGu^h-<uAHgZ+p4bb-#`_fy8xFT<D1&X>+#TMyd^AajG!x#na&-T)if
z@+84mU$bBFzID}bM(Zu-fX}V2tJ-O35<X^z=-CSn7dhP4sojmu??J<)@QgtB+=xus
z<7f3_*oc^Lt><ZIeR_1o7tAC8IhdiST!Kc2gfP(tb=*CwakmvbZw<M0&DgB>n$6&S
zBKlmX#>m#$Ho~PKIsY`-!tNK11A241UGl8Q;oJFHU)x@6^Rys8PhFl`SkCub%f1vB
zM578o-{BVTttO{6!0U2FBA{sQr`&KnVe)+CBaKrKVM7s@(4LsTp>~2ptuBwknOYQ|
zz0dWc)&oc76fQhC4gM9c@bUfC9oAtG3YQw^jOZ|xQ|9<%$;Z)IWkl`IeN1m*A`-WQ
z-|&Cs8z;@r$LedMz|HPAa{Q`_iz`o@WJmN__{D<U(hhm6segvVbi(<D{+oadC1x;Q
zl0tvs2Kxz8O%DuuTZRpdUO&!;yc14S`fZ}VL>2W+!rp+U6I4^eqNE+Hz_NUO!h*OZ
zQyWUvUWj_C6K&JWMI}<`WvQ<;m+?3K)!=)O_II%p)@|jW<1kTYfhMTB%fQr4<M#&+
zF#W6ui6o}9SIFzDv+#VPZb?ENtt%tGrXtr|p4hh@Ai<m99Fug1+h*srt)va`HHv4X
z;FB!!_K;V{#GYBi6fE(0e(HnvG+ay<nAarNLc{MqY@lu6oXDJ*pAdQ`-G&g8+kdFI
zIU?He3nZ=<&*BkpS`O6rqdb%tRq2noW*yrT-}M$p3CrEbI6+NGV4;&~qrgHpUT!ux
z8jlGidv%%S{uOtB__mg0ZCK*+$+s`$HOCSwO1LJguf>-=@J~>KU_M;jxRtk}pP<fr
zi)<Lx8`6h~*L(19AZU)|Cz)kqO$LfL(b8B88L1Gjk`-xhozrvQ5?wbN64a3vWz~=l
z9iwg-X+C$&uvuuxWzx+~G5c0(rafPd?nmYphSoV5O$MKJ<=-Me@Pa2<SYDWdEQuv}
z%wz*=R!NvLTjG{1hYz;a-b(3{55kPdKzqOA(aMaejl9i%axxn`sxVEmYV3*Wt>kvF
zCOQU=8p6IMJ3}#IS)Nr{u5KCB$N>G|0QMb^s`}?d8az%6&P3_X7nXU?2_+uY*!QY1
z#uU4yvr<3uV()>aM@^T_%;n5iX7_qyBe=o(WZ<<p$F}a3iyGRwxCh}#(Uc|g2;39?
zZVqx`s7ZEc+?&CdEPC%vkMnwA{d}L=js#wxmThT{lveQOw^Y;>c+^*yIB0eb6I^>X
z@lCa6oz<DX<d{f6w~w9NtFtN;XHJsurpU^tsvK5XHbrVohopF!pGT3|Lo$+Mk(FnG
zI4i30!YRwYQm+5G0ADehlUqjOR2ZLc5?|@4rYPd%l#Lmx-imVR2X1k^Pn@D23Z?lI
zxcE3-pTxB{Fe$9UXAhLSG@pNEdIw{XRLP{=R^(h$QHs4wq{$#pOnne}#>rlxEUt`@
zEBYqiJdFlVmAr%c<p}<l@W&(RC`Y4jzSMUFriZ>!japi!+m?+`))H04j7M~xd#{~6
zuvx!a2Nm>M#-*Tepwh~@j*G<-{%AzmBA$haxP>#v9Zr?FFd+H-FwLm{Ab?ZGQm5m<
zf3VDomM90JR&A>W<%L+zY3u}=(llonCuZ?i;NUl#@TBK~XAWtipL4=kg_|?aH%~Cg
zECXZ>O`bsY+7|R+QVCZ#vvqLQCPS@a2W1!9AQwNzwRf6*RX&(5e#n*irK1;D&x=s|
znTNnC%1%A#(8|j4z|_W$%q2NBZ)ukZvP~8KDqX_l5z*+8`280ed`UbGi6;^rd)o+-
ze35KWbT-3qPhC;O6O?O3)#dy---XJ<w3roEJga}xS){rTE+0~vs(ESpgqUEoUdPQe
z!Dh1m8wP8tznZ>T5Q;5Hz!i-G(eN0mUQiF|5m(?fAqmPs%&-FLQ}8A{r#YT3wtVNT
z;sD9$ur#ylpbbh!h`s4DWJo2kFmVq|d=8X5g36bPHAp?EckvF~7Szc>A&O;i6fJKH
z0;!KHEaXCZmM!{bE?ovNcavrb;-8c%z(o!S8wq@#;~E~}Pc~+>X33oFOk%(Z<Hs*M
zShyKr(+egH#bp078tH&}7@UH{k6MPIJ{<L2&!4G=i+7$R1~pBh4F<)=W_UW#uY8wS
zgDZ*<+CJ>L+?^cT<FOCg{<GwK#H;d#sHx45j2aM+IfAcD>(-Jt1|8nmDt{>{BQi}9
z5XZqJssQ8Hb!*J|cp6A@GmSXSE)j2zpuQf}6rL4iudOw6nB5}Ur?=kC=-hQsuSenE
zB}8Nre`Za@tv&s=h(Z>pvW!JhDX6vBV^)l%oZw<&Xcw1jKg7BG;LW#CuuM~8(OU1S
zq^$L<HDx!g1z(YwJZ^0*e0eD@1v`1WS#?}|jCh%>GW_v0hCFm8Q$>D(Yp_HnbH%zS
zt$3!=cr709z#;-o=t2GPbnl|GfytJk8l|3oH+)qv4~nu3If6rMm(ie{Iz&i*D{qbq
zHis|96ke`D*O_V>zQbpz^%^0|ngNI#?8har#<{#Wo|=WWrp9?~oiF;?=PklY>!D3m
zBt*Z4wm#d>fVv(voP^#5X1?mZ))5JB4@gPjXVfDynh#|RW=etJ`v^w+1mYVEVYlHI
z&(%Ca;Z>$<$Djy^i3yPAv98N4S4kUv4=QyS1~r&u8sk~_FYw~8_G3@eFu{bJs>1S}
z#eC$->4j9WsKAJ!(hwWdBZ>bwZwh4{C2LLc*mY3>2lr#$hg3SJcSw0P!I%g{xQFUx
zI1o*648c4|j6ybYk(rad()%sw&78>)^V2ZN<CHVlYN3e!uHe$dbC~6q;#xY>eL7rR
zlm*j{sQXM6Q{qolWl>8qQ$}j8O+2YBh&@-k*z0BJBwUFlE0bgNVcfPd&ndAk`KITJ
zTPCN7_rG+|(A4gSL_8scQ__IOZJwGkEw=g;=;feXbbkS9!Sc#0F(+8Y-9tRggj}eE
z_tN^n<Lxco)MMY{F}9cz0>x`p-aQ2)^6hZEtf&Zv)KS=mnp;8-Nbpt5lldC_aO}~1
z+oW@|NwZv5C5j!5+#2{U_mD13_(Rl?LQ|-_M;iqceC0`uXd(0wo22j|e0i%`h#{V9
zYp7ve6!2tdA=KSH3*tuGXwOi`*trws*jEMvl(}{&DvyR2o_rJKmlfHT2Y*CT>e_!x
z!1)wi_laOU`|FC}A!#eIhCml_-E4GgxO$1NTt{=Td<r>>^8Hhg@0t52s5h+PE+ptv
zr(pSPI^0Ua3NMg!HRoZCrtOHjH6gqQbaM8xm`)E$Nxn~OYsYCKxz;YvhLagT6(`fa
zaYeVnHTD&MT`snVa-QQo2(L@d4XlOlqSLV(yQ?3LjwaS~)v~sCf95XJURluGP~6<m
z)L!oWu8-S$Q(n(@CUW#%SkKn`nfGD(1-FuvrIe-IyXFE<Gc5&sEicE*!FsYH#1Px3
zzV#PX_oEjEybhQ3)!Vy!_J_9iZ_h8e8{So0eH9v-9#Jil6liPpuCMyUUDEsI+0rMp
z&Ao50Zx(KBM#>jjl*JmxMXfJ8cJG&~E`-Ovr|77Q$-~eGd|N6WF4Z;qg6tnU5^y;5
zN-;8bGevn_>D6AlTd2}k=g-%Ksi%~S?Sa#cR~TQj#mb3}%*NAUui(~@y0_9U2zrI3
zd;)nxukepCz7R|Kgb$*j%U~Q*E=#mTT?wq&hr0)A@~u?kdlMaNvNA(DP~qdDTq&@Q
zB6(mP!>+k@Tc>SmMBfn{({__#0CAT;Z?p%&v3K_&It#ghWQ%_$Z?FgHG4Yy?%|%1n
zDM9yCcrkjr7_p>aga_m??;2>0t>RRryIQ4*tQPGU-k8N0x)!dMs1~Ufs}>4F5*f~f
z0|KJ^!q5hH#i&~%91a8c1lCT0E-7DxY<`tkjB12)<XL0x&eXm|?LG)!Kwm&_ps?#K
zvzJ~B?y;9#^q-AvBy}W7ZN_y(S$i1{?2JTSC8-~vVc)s-8sjA;EJnMiekcsHlz!lB
z@D<;hakrG10{4n|w{$m5_$dYv`WE@9RE121L`INyly(rl=o#fV^w#jV7((G+4ToJi
zthyPx<-2vlv&rA1XNKd1qe=?op-e<th;dS;qYq&Wp(|i0phsaup~rM?>x)7eldnAv
zCR2$kk@!eqg^q-NigAkmDZDA1p_^EeIuFtjHjh{(lujxc9EtH3Ls$|c51kE3#Xl_~
zEubGQ{S?A8TwfB^n4f|uA*5gOv4knO1s;upBq7v+QWb+f+*A^?E5rfz2?s<3yv%s_
zb0_g}PAEf}LKKX+8j3aaT6iQ1Sd17}%E$1OUH*?GjgS&bqD8kc_=9nC#Y!+3f-!SN
z`)d^m#3SVq#G}#4J)pyK;3@nS!MzwJ;nf(=$YUw*L#}Ao6moUGp&3b@A*sKJy+S^w
zU&HEV>+TDWL(dOK!yp64QY_1~gn8gC+<1>~gKkld702N@qV92y-Nw`4JdhlzESMl}
zsV$gbS|U84j=jdUVLcvMFu}D%UU94`X`cfaGBoq+7(}HskiI2lydg>TMmVNegXt#k
zJ`LZhS$wN~ZjUi$xRos}7;<n&W5EPV+zqK@ETLprP1ZMv3MQ2hjJ)D97BMDU!>I6L
z(G&{QIP5HQr*tECGnNoQ7wcx_CK9!g5scOl3HCr|3-$mx`i+B#nC~>kS&1CT)|PW}
z2_2NiS<xKa$63i7w8oW@8aXVEAij1mHJGF>unut#J24h51@hVV&OS*ymF`B-He_7;
zmSY65!q4>L(HdblORa*I$!Iz2R!TTyU?^b+?r;-<BcCxV{wL6t6l)oVgAS_|!pfxK
zN7WAM&JsTVC!Hld{@Et;J!z*D!%n&O0!L}}O!p>Fq;4@jwOrAPlEU$UPSQ?>ufYAR
zvLI7|{tsZZ06}<m=o3)?9k?B`32nn5-dpr5Y!lLkV!VK;9b6NN>FYd>dzyG6F+0#4
zqLWa+D|jYQAL>LQzFe#-(Y^N>f)h+XZu|(C@+{DhO3!x-j&k<#uFM(Cxed)Z#i;Zd
z_&r8BMmahohB^6*P&(0J<X!yd;1i7B@rP_RSC<jmFDeN>gC`M>8V7$AJL-hjAWw#e
z5s!^0FA(E8t>|vRzryIJ>kk8y`4hu<lC@mo#q)?QgFHz#xZ<_M?vV|yu=>fwNMV5e
z17F1Zg5&%b5mVcxI+<EA9<>UWm~;4$5N;87>vj`%gYuwNqTSMBj>sd?L&9}<O`#|d
zF(P>JURO$tO&jlVg~NnjhkJ%wb?Zyw7^CK4ss!*tsl?JrBvW9byY1)v#Rk^#AH(M#
zK3~D_p8-D$Acnif<2}v>KMTBt+CYjQ6BC9S^F=&C=x+x5!Ce#e3xNG#Jc%|Q9j%bZ
zZ;53=dE#y~fXDm=QBJV??L|=o1rgXG-@vuJCo;wBSBxhC^B|Ef`*RDUP2ha=1_55d
zBJS_qLO5)<c=s!Kkv!5>DUb2qop8=zqJ&6UF)GSLbmm~J%*1d9a5p?gpo{~2<WS7j
zS7=55=%5xjTwj<CG;o-h0qnI<|DmV>q$kD(OwEx&{F4@r`>ht*d*j`R_7da#?_Ieu
z_ec!fS7T)JD_VAGO}SQ3)r*D@8O=r(AFPR}wlpd(vjyswS#-(XWvNw^YwwAeTU0)4
zN-djKN50yFTPC>j@sA@cA+sRbCTnzCVWlf@N82an<?V=jOnfATyfMP`nb+YH2oGk5
zm>@^Ds2+`uYx54L^}a3FpuL2r`Q__tMHb)EmrnHtyL(T^hs3H#S|bKFnJy)(*@`mG
z=Dj$)uHQ1gzY~&Jy8nbze#=soXWps&0#;)8q~gdOwerZ_WB&F)!uDQMDXM*LYU9~g
zo!w{LbsyWi-}bkASR}MhOszbFzaBgLcylLle$THI)9zN%EAp9ROa$%hQx?Pb#axE(
z#7ZIUP9<IKIe}TL^p`J>`HrcwFd19CD~KxlDk#j<^p%Kbu-vJ>Y7>9P@@7hH?ht>+
zhS#l6@WFaD=tJE0)iz_kebh4PqiIA4gHKqsY=L_d_8*-Iyt419?=V`!x9w+~=NaEM
zST<N+U(avO$GyYSop5`!ROR{jG_QB2du)bj#>LvBGSt!|Q)&H`W|c-?d8<`hM>(_V
znAWLQS*g;&0MlhDR?=XU`l-f{#;q;Gu3D4opor#UI^JwZOyN|e{w4%IYQc9Z@+GJp
zLmh(xrQ~fHpOxk=Cyd2+G(McW+PQxUcgd?~06(kY6=gx<-J310ey$?wq~m{u_s9;v
z=q$3=XfWj?T;6P)iMY>H>LaSEMh0}P8T1YNcA=`qT85g05MN<(!Okw|H=OTZo}-+d
zpEutu9zndRK;yiFI>HrQ#o`?wQ~h=WZ|dmRSB_R_Z+Hz#4(Wf>Cak&V|GFow2KV0k
z+1YnjxO?koUp9x}^;At;;{2XekP9Xx`lvqnlJM<L@`*h)4SSGq!`nLbRAyi7JmT7k
zt#IVjmC80*jN*FjNa88#*Vlx;W(h7FT1t_<%RcM$SG?E>heDFA_R($ZWklZc*@q-T
zg8Ywyb`QM7@;Ecp84`Fg1sBh#v=lWppOf<lEo{n;I|MQd&^E-64c0mNsB5eB*Ya*Y
zyYUi!#+}+<`F5=0HBFISF}<)V&H8$!m3itDJ&l8Yxmb)SQ%nP<B$`cZfm`b>s+Js9
z+MZtOS2!Jw+AFhI#v{i{J?YiBk@D^HW34YgE2q)v6l*#eH|<ZGmXkZ`?pH9p(|k0o
z{g|y*^_4-sY^4QhGh45vD&6DJG;P}QAwF&_CgXHoW-nD@Da`PwmY#YdzYhk9yvNIm
zg{h;i(T`iU-oA-fD|Acy)Gf;;{Ze&RRvG<uzt}nIORTTG!sSYG>YRaErHN~pB&g-$
zwp6juZ#gNdxVu;`u$)y?RD$V6l(GxqhM1q#b21iraVAN7zkC$KMm9J+@37Mu^wGy*
zP8C^k$p5b2$%)6Uw!?37z7DyedBT!2?{lI@v-$@CO#P}1{m4;vIg*yAoE3@qr$uI)
zdK!5l>um2RTo+v$Xa(f+^0ee#V!J9{ZOVBKV7Z_j*vUQS3ioVMd?IC%E?X#TEbkgV
zIz^N$Sj{Od%yq%Ae|btPj9%J}nwIi1-!`bW`;P9Ca{`^imd0%j5oMw$Rz1O$f|ups
zRhH57GGw<eCj(=_$KC32O=xkrwP=XW7|5n`-%S|PQYW^fCs#H`V*3XIautwsJqMrH
zkPi;lB8)tyP(8*BskJy3-6_(ldNy8j5c7o3_FgqgyekTuuxVOt&cL8`H2cd_4?9;+
znL@2f<pD{!e3A)_BFX03i>k51maxPyJgM#`CXCuDZELIO!BsbGl*NTP@6Urf7pAX=
z_n)^D*^>u<M&9FzfgYFtz$Qnz$l|N(S@395dV{LBBJ{XhP+V=+!@b<{-4JyIDFTWR
zA!?Lx(|Z~@d{;~X{%=(0T_rM0Qu%gi&|g(}&b=s4PFoE~UL&S1iAbeb$d4K+IXsy$
z-!h%+G!3Lb_@)-fDj1?ET;H3OWw*tgV2y3ehVLMl1T1ZSQ==)|7JHu+qSYa;MN=5T
zKb43*A*ZSRb?`Vy9?J&AoMe1USjZ<=Gu!RhhQpL9c@fG)6GOaObx!cfv73<g$@HXE
zsZL>$b0I%9G+8c^+(vip5_)WObZYct;yDODsxAvImnvw~Jpo??u8FRBBMD@b@sSEQ
z<!qL;;o|QIdoWWI_Sy_BdZD%m66%2|ggdxR()74pzGYX#R9dMTC~h{-btf{XvEN$V
z+J*4VSv`qWiPcNtFO-BN%iEhwOr9t;tQ?HU&wJeyQ4rn|Iz5j;RL=F5j6ycijm({L
zfaXiYrS{Co_&JGHK%ZL)zUAa-aIla4s_<@zKnw+^2sSHwwqQH6d>Wa`zF7a35Qm`1
zEW3#w8X@}h9-U-Ip!fH!bcBV|0;!Co@-Py`#%p*@Sg5F?#aKy0>?Yl+tcki(qd62t
z^Wob$*Qm)+mlqfqJv6jSg;BBU_|JJNx6@yo;-N8FA>Quwe(S_3#7!w-V&>9KNK5DS
zKJYzQy1X0>kIb{&;j3j%QnieZBP4oT)YmOdPk8u!zi6R1^yRDls#&Itw`cr~Q~0u0
zSHcpF*6!EX?{ydJO7TKrp3h@w2G8J)A}l5%pYgxLDfZ_Vo=Qo!)SzW>L5zSFmQ)In
zSbbVZIv+)@v3h}ABbh8&RmlYp%T*&YO~04!g;smv`}x)C1`OFQI`fg2c6Vg$!G+5^
zE`@EJB}BwyE9*!pm?2N=M)POB714@f*5T6K7^b*$A*~CU1sWc8^K=*1!Jm>4X5}h8
z-_f&5`C#bc@$gX3CFM-k#>>-Bbe-Ok&XUiroz$4$3>b8^vWWPpXJ;RVHYJR~x_WS8
zaSO35qP{hB>CDa<tsw~(pm%LbB$m!!E!bpSRHm$Kp&#PvQP0E3>>-$2?{}h=i4!3d
z_|P38DIY~Uu^OSWL1XV|R!k-R!q$bhnSySt+*l|AA<Lo%Q!P)Y)DhRrNx_+WxT4YN
z>#Q*hvt!7%Q?-_DW)^4GMpe09y#5Obf(HFuwTK>uG)Q6{*5fu_-F>Qr8l|il%@@&<
zj!GT56NuS}n7+o%&maw|ozspR|1Z|wGOCU?+ZGNEfk1F~ci*@LcXxLU?(PJKjk`k#
z?i$=S?ry=|Avl-!?bChVK7INdeZO&P|EQ{`9;>Hn>``m2IoIrNXW+l?bCtjR01JN~
zmYiBk&>JS;a0lYhaJUKldcM(oTX9_G&!KxgKYw(I^mPt5Bb`ypplNJvadb%6Z}9$N
z`oWEWu=TdAtJcHKx20{nqoIy=VWZ*R{CAGBio-e|lN2Dqy&1C)h*rz&%ps9@vRz5+
zi89D{mVo+G`G6cRdzFU_CCS+2N=I~!$0rnLZs(Qmgu-SZ_zd`_*L{(TUvjoXVt9hc
zhuip#@#nz;u6ig&jg=Nl)?VqczIG0PKV4BTYr3v@C<k@KPV2U;Bk*z_l=O4yI4S*O
zivFb1a@-HRDw)(>r08}Wv20-}PzC2z7I!SaXicowNAJv$H9Q&WY4}baFXvw!$70`|
z!Y0hq(bYzA@~GQ<?r@avPdK@<y)V4>ekmHJjKMe|yfteT+Zao>hrNY*L{ZRAocSwh
zFi;f4o3#OTDytiQn9gITm8Ln+D0UKiq%$@EY?_^UvT{^y(wYqO2G6wBKBpvQ<F!bY
zVfk5zIjE>Trb}NPT^pe$YC)AV{ft;H85@hhj?Jv!pRXrFt{T;BZuGp<ybXy@-+7jr
z2p;KfdcYy+174QV&qys1Xt7=L<LPD=0#D%2^XghE+E7?gSyeIa&cVJ7*Tohm=;Y@f
zw%xYaW5f4QP-EpC^3T~sau$tKjgpc+z1j`47-mFh$A+=2QDwOHz<pKWT=(?Nw~{Xx
zQFJHYx=t5IiOBJMPP)k0*SoQ|melVZ#VUeDG)*suT1&!qDj76WX>x8<F;D!oI)9*9
zo696cv*%u_RXR$g4?MnW`LzD<HS6m&%fSSXtycWkDEV(`d*SlYipvS7#j{`3wWiqI
z2I&0!#-{0|`EcskrHmc>`p5^r8=YbVvGR;ZANm-$p=X}Q^o+_8y-r3@pm1)SG98m6
z8}f+2mXtM9M=~XNBE{evq278qWpR4RjthIazsqiziibcP`npmY|6aO$`N&&Mb6>WI
ztm<s8BUOJ?HU$Eql}5;g*A<J=E;+z^c6x02ObOfXyCj4xKE3n}=t9v>59w|zQ|mOe
zYDI2x!9UfyN9;%R;8w^#@TC=>RZyPw<mtK$kL~4Mjbyi2yr8CJ5@%xnN<QH(a8Waq
zE>-S_28{j4x2sz7Q#>rczRMnzuZ&_=yj^n2tQ@YB^4Oi72}ZobVU40rQVCNJ3~yuj
zuC}z;`B}2zv+J|ky~?;&Bw4;1i3SgeKIcr-ZYT2(uaHmH6V#<PWR#g7IFx=lAlPP#
z6;RVsQgQ(K(t1eC65GIH(Jy~oevOw>HmsyvC{EHdm0-4y2gR#@YnZoj^Np887ZSjl
zKyu6AALBcdVg4pM3_Es@njO=giHJl$Df&aiNZ5)b>QD=3%<Y1(>qYTr5LLZVPsfe_
zgVRw~<oS^Gl8Wl>^<FzuOJo_KVP}`UPD5JH_L^cb`q;3_9Zqg(sW7k|wQ(vl9Kx$!
zhdoVrO_X$XQcl&T-0G2ZH6&OD@6uA^<CB_-XhXY|nEUWJR$d4X3rin^D|e_k{K8PU
z`6@{cZ*7fADrV8iK1GiELwJVm{T)>7b6862Ql55mG`)+qs}M~6v-}*m25fq2YsELY
zHL=3`tS|T3jGxBjUW)=>VOlYDr<D$7E!M8b*L-8jS{DnFy7@_Fs8lL5hojQ79dX(B
zQbwh%msV4``3d56PNK&^<4mbP&E5G-30ObXuQpZE6?xunW<~C=dp*sSc{|DmYhhyJ
zqURVXeRug0h@LVw*C$r$v|M=r`jKs`C?aA#-dejJub=@#X$wU1^%UhqZvo913KYrX
zEsnLv%M}p(s)RVlyQ7}u(aK)D3y>0`yO;zYs11&Wg0Ca+)_@6v)Z+6{x{%i_3j{5u
zLp!yIL&@Kh<bG<29!5`$%*QLsQN1sq3Dx=qHRrpcDb2Q9PQIlN;`LhS&mcIH0C9UQ
zh-Ngpk;VFzGWC`0l8=_l#WH#Bn^2+`YLgbN?q$TnB-0Z-UL|LApt!#Q>9f!`Z`WbQ
z307T_dAOZyR~~G3yXr&*ZAh{&4%bSOOB6g<lE@Wtgjg5tXdSC_7=y0Jpt9NAG{&S}
zhWawv1WRLsWj%uA&%Vn}9er0SH}15S&2BJMNE0=#{=623XjZf4{h-95DP@?8k;6rv
zRxHS)oNh$_9QU}GsT*-ir;Fno0f$W|&6p&i(-UM=iAq^1#7Ot-4@uBE=xBmd6wLR|
zbOBP!G5#{aL1&L>*ei5TS)lXMtW=FyF-ll;i|qNGDCH}cqf{>MlC~X<vm_UvTGFmU
z{&r+~w+lu7$)N3p>FuMX$dD_JA`W^>sW)`ezH*Tr85^e0EN72TJ<kXnCde=N=^GVg
z%vQZhPrYJs%w*--W4m_-{o6{hLW+ErX`=g)^Ft59uz9CYwtMnOpD}nQ>f*wef}Y}E
z1bo3I&;VsP8HV8~0uQD0Ty?G25*uue1O;nK9tw`8xEz9Ip)YmXK=j8}5gK&cxu^b<
zY*WB;{tk++^K3j&D|S6jDV5vFAq|G$)YM2X{~Lp)=C<|5GGL6?t=f$iU;RK8ShuBQ
zl*po--h1Z4jW9U;l*}kmKOqy@$i1yvvks};E@|h=J*pYWp@LSi!Qy;3M)Rw*0q!p5
zL#Fgckk>&Q-xeNCwl8qTQJizGa%Xf$Ms}5SRmiYF{iAj`G+jwrH{v)P+*W4wPsc^1
zF-!I<<mFn*X*#UYQD1CCM%Q1F(!5gJ<7e5t<oO9*!lhhn>?xtGB<=?SmU||#!HpOo
z>M-$1NjyrQbIJe+^!3gM!QEn?pHQ?DqjSCE48Sszh(us95PKvNwW1?t7<)u{JAWIs
z*|kNE8XyvF&NHl|>*g|%>*luR<Qgz<GA$<3X0(X;Qmm2S@fg@1_2UFfRR`t$!%(5W
zxdMu7oA6t+<w#Rpc=&~GO2WkiiYsG9K*Bcvg#zyq#+?Er`f=$r!ChR|ky!KorpI{h
z#$e5t(CRP*1I{1~LO_~taO3$+|14Dr0n-wThcVh1T4N{0ETl@sZfDao+{{PUB&9q2
z_OOwnJL(PP%O??~B%5a$Nt2$N!ov`U%qV^y*FJ-|t{DV*(ovk!gGSD#8G?rf<%)!B
zr3%RjzjSQ_m%$%}du&*ffOd=9-#X$Q9uCJH9+%v&y9tc(S6)@3%8WHu!!F%!I{J0e
zSD*E!E2$S)-9apVT`nVs$2TsI+&)<yuhLbNZ+;y++Hcp=@m2Q)j+kvK`(+G@Bd@>p
zg853e^%=!OUd1k`;^Wl)u?vIV;s|#IP+p%OP+yf_>+BwSg^(p6CFmUD$#T^vF#;3g
zX=*<=f1@M)TF9E{_wxG<f9q{FQUKHQk=XDB{q^x_(ZxQWe2`_4vd<9ht!#kCdqK2{
z#E9f6AVd!27KN9=DT(|T=^np__Q1;gLPbq<?f32C97r!9K|rS6H&uA`6f8}o?OT39
zzd^rMdmhJ7ySag^$h^ctjhRjN%vyM$y-O&<uG;rtaxG7sZ<5bLU$R@DnLOjDB{yQp
z^~cHcZ`e2Xmb?0A&H(f6$DGY!$^{_wFRMTe*#oZ3i0v?l6++EQ`ujkUcfs8bq;aq8
z%gfn`i8n2tbxMKZ*DCj(*G{fqw|*Zoz0wu`6?n-07ogj}BB1^bd1C%6xZT)55bP5Z
z^ase)4*~z$;h!Xi{|HF-Kae5*1d-7*6VbD=zvBs6IJk&dnAo}g4kQDxvjaH)0Vez7
z%3slBe>?vNob0`ae}gAuW&4Am^G;7Nedqf8i5>eVG})gtlK*!!8P_|S>@O(Jf4`P2
z92}f~0lJ=IT05)sKV+nN{a$b9AP(m3TD=7pf+!$A6O%D7k+p$o!UkL{Ld~w(fP;zV
z8<0U+eiU_xZ&pRpXo!el<Q%qPay3TZT5<YOF(@t<n+sJqRFjVfukmqd#m@E%(frIz
z4&T@Pkx}oev~%W-(X|g?{#XYepyvfwa4I&(t~27VVg2dozv?!=yZ$-sguE&53Qaj0
z7@_LO8#gECrcdlVj~~d#K2UcGdOE_h03#MBz>K)2jkVP(HF<LF`fqm@Wy`={!MH8i
zrg7CD7aEl)1cDw3NtLaCHng}1Pg^(ZpIClyjr7Ksi8KEKxSKiw8v<vFLAW!1SIAQ8
zK)yNnxUHavQt9hZjl?Ff({&q%#JcIi3H2liHY;3p2?p6EY!^ndvjN{3pm&d#ISGlz
z0`i=U65k{k3X!cwEtX0X;}{J_wL&TE)}SIU>jEb=#O9Sk>~7c`;2So;S^d<s#R>DU
zk${r;`CG{G<Riod(@EGyZw?WJ8y<|02=NAPX9$jkAmO|ak~f3;h_)f*GfH;A{wDi9
zE4H|6eAOa{Skq<pC8kai5~=|UU8q>_)273$7qqXq%Uxl-WjSj$`+CUK!3#muBfC5N
z*DP`zO+oM*%XxyAHix<znCs86`~|;ZRk398%L7Uj>X610u!5si3X<49%L2p#z?X6Z
z@Lw{JXbmB30={DP3twQJgrF7z>*IcdIM@PQCm|evDwWLk;~l*9rJ7}m;$9jE+hO)Z
zS7WHJ!~E`b)p_7t_C)=Kc9Q@qj8ciS2I)95wj}V1zKWgR5b;f*Xrj=X=<OLFFDbgp
zB|VvoyNL)e9Yr^!N(XYq_9v8gbMAMeScJ^k^OO%-t$}C35|6GEK*l`q`d>hML+caa
zg`r-s=ZOqp8B2ooxCgUr5wQ+=J3?rRsU_g=kfRVkfwXsM9n<CV6Ao3lGscTXENFFw
zg%f9(_yl98I`dPCM*G$3a%%WaT<#d2;(TZV*o3d7M~YSoVaOPKNV0%((u&w7_=cG$
zDQ<TH$S&fTxGiF7Qx-O?UtlSj2GtGNTH?YkXSYkC4XD-RXnW{kPgC2*u%=wy(VQr2
zf1`+OqL)uETzYSWB5f*1owIU&-00<!iTP$nRufOc0(R~7DJ`@bcA_-8oD#n<fj8I#
zF~K%i&k?pD$|xBAdy1a?%7JHV^jR*_48gMW(*+rVS$Bej`AljCy-DQKt<9&EaRQT0
zquAO(jo{nbCUTl2soUv_X$opGKH}4)^>}_DB4~S;h3i|_uI+>BLo<0l&@|1&vRVW!
za=FsCRLqdD9m4P+l#s19L_-oQn^K=8+-36j_ppH}{#wOH2v9F76(x~d&)5aNCugX)
zL`hr-ogjwcD*#wz!u*^bZ6;rheUa_WYH4s=2!~UMZ!hEv@$4Aq%1i^JDZnNETM*uP
z8uuxOwVezZXNcjEO>Gok0r5eJ;%2H;2?><<aN~ak9xfPSWT>oJnjSpMa0k`8luHp`
z)in{b^}-eCX3gM(vk|<#6UT!4^Vr-=aUbzJQCmLfBJ-q(pC$c_g!PHz_AQ>zhF6T`
zK+*qo=aoh)2%TeNQTBIlQ#Gll95=$#p-^gUl~`9h*T%24HhlebDEk14O&_Z+x57C^
zO-%<`56#0_Aho)DtJPNUW&d`>$5W^W0no@8cA38AOl=hwD>p4GsgKI?&@3`FXuhy7
z_`Z1&OSNVQr2z7yu4je(b_+kl?$JyMCY;u9(q2F8-a&SgImCru=@Tk5q1N0APKQWr
z_z>wa#Ii<n!+GuB-wSa3HcG9LYb|16F2BmHm0c!K@Q?Hr=_E)9_L%jer_=uIFLl_O
z(P?k2AV0X`a_F?zv5D53!P8cO{k6y`vi*6x;AWl)TUAIVIL0w4l=?f|0s6#j7DIL(
zPY8VGZu7HjyKl_k?r7~&yJ$$}EaZ(Cq9?n2Z3c~kar&=hoXS+Q`dt#d#UCN?UO~S_
z$|n!%200F8U&#r^pY;q$mttJAyl3TOi}Xnxt`l)4bW^13G$xZebWly0+*1bJ#xHdk
z8p5ZJ`}yqY$4YOZtfy}HQbpZ@Lgx?6s=^Y+ER;~=zkP?^vYyus+}6&!#QLda2UmIV
zYsmzfYxHZAi>Vp6XH;+8;dJ0NZ)>!=*`Z#ilQSoJpwr54Q_lLRU%>pHYIYBznqPf|
zLS+2E91A@p%#4a#yH=gTSfqo+9~(4~b>J-y!o>$urTQjyz`F(Eei&Y(==5h?h$LU9
z;^<Fm(cByHr8t$hV(>y}fIWh$!knIi@T6mI5nxqjK?)Ul&m`lgu6hbYQX-|@tfGXp
zGLJ|3J&mvx)7lj{a;f~^2Uj0|7WJq4X2{}Q%zuNxiQmL`;)SS(j@H!Oq-ylyx`mTG
z7X=MHe3^DoWT{^*F(&VX-D;YXsN6$*A=jJ{Yu1wDl6=D4+5>B86LOo-+?mo5+Ay$P
zyAD-^xB?O{5e<mXx@%zI_gP@D7HK3(hbBV(3g1^keAOJyw~e5pQ7ZxwYtc7779&Ni
zYh;{m=%6vng{$s4TQ22hw9oQqGT@3KIWh7NO&U_CwC>Y?gf?bO36My~!K~<V5OSUf
zaX7+ZjZSHDO_+()S6eEi*2u%c`<9j1&nWsG2acKzi8y7ihXxq>$dS5j<5bQzXv93d
zRk?L?0*k-Upez%jYkcK^bNr15n8ruUNZ!UPKUsih%CT!sxSkd71NoHQ9=@bKOlfA<
zqZjq_lVx5?6OVwG>iUnQvNIi*6gH^o>B)pdlR0E!{dP71b_#YgDXK4soW(SG>PeIQ
z<n=Oe?9_Q7Qs33!WYxZGC&uZ*?Na5{Nc~99*P0Vy*NawFoy(V^Q5BMn#tOrCjn7qy
zRF%Pyi~@#hmts+;J`{))-NUEG8rUA$e%~W^brWIUyP|gGP(Q-->IruCj2}5nh7It@
zhGmAdc1m_%^7Q{~eBD^yy>v`&yN>(8tzcjRaDa>w8Ag3P7hKZZ%~!>ZKfO#dL#s>!
zEScx_Gr9N_b0<x|=Ii0K(9{XOv;(+=NGe|{G1;hswS{mLrr;oJCQiuU54CgSaKAre
z*5g+s8o**)QlC53pj?;AIkOr#+tyyun)VPcC=S723yQU<tYV%dG4o?RpU=oz&EsjX
zpKE<bcA#$2tYL?`RC;7zaEsT~l?^NIPQS?6A<f1Q*bD75Il1YxEkHmOUgo$(#fjCJ
z22^V-Jdk4Wgfz=(oS?n$`?<xlET<aU^U|A-`3%v2{B#!@^B|0l>@T=7U231RoS*-A
zy*g}jh+C_d?9U7DaIe?D-NXpi_8DCjT@?-)BkD7G#KcxEm5*>5{jurQN$ya@iOEl#
zlcpuVNwrAm!^&N`si_2lf)rQhA`|&~uQ6>Zh9bI3vR+|YCmlmY@S%jF5AQf2JcB5+
z0V*Yb!O(PlplwxMHbc&wzMeUsHvh=7K4Q}D%Wl3rmYsAX`TnMV!zWC(d9QBbUXRH_
zz3X*95u{p7B19X$uA#`7J}f8}R66WSxQ*q$#=BPI`E3QR<DKA3vblWyG_Tu2kh-i)
z0nC#t@8ZJm%@}?ycBbEHc7uIy%ond=U=ruOwQs-Q)??gULOkp&VS*plQ|u&Y1PWpl
z$3}kd+^7%tt+HQllZGN!biGk*$3?Z>_rJlMz)gqzt7Y&`2>J)b<llcDGyj!ah-!c(
z^5FxV?g!+5?e0%T@_%Az{5Lw~KiJKGGd9?`Sl+oOT&zUQEUaAbToac6+1hx&@K<Bw
z&(nX{8t={jjjh4V`A%N>yRGr3W${;A<K4*l|HE8iXQF;5ZT%;U$;JWT`m3$6?4hAz
zx&d>s;S*|#g#{fa8)kaJ`8^=W%k~fwA%7>3iM^mW$p6>12{LC3nq-++dh+S6(vsBf
zFOv|{BD1nm`o?7=(?|@<qSKzIwh1?)+e42x_p0Bm>&HI{%<sqcS3AA9ez%;niq}hg
zRzzb5hHud@X73NZ65DZ`pOJhNU}?K+Z*e0W^$VslBIh`AU4MW#Pq=g(_#CdtK8LQF
z6T95%PsJFWAZ*QPxQ4=)KGc{!^3!T>T-*Q7V>NqgytBF%eD}nN<od1!9o}kN(j#l7
zvqw_=tFFt}=SKbW{VNU;NxpEBh0hID`JH+x*G~*q#gqq@%TiTSD>n(%3jUSF`-kxF
z;LmBoK#@WT6w7?Zm#Ux3RR}rKYBLxSxoG(@8$5{h0<#YO3siT_qcjXf!KQCXhY|-C
zJX{MMKYlj&sEe@mWBY6;;%D;FEpz*-4-7dDDrl-D4;dE>{u*LG#a&*=X3Em~Q9wkW
z8&dy`ArHDW3S%b8`4fF!ku!Z&ztMYyHF?UhHCt^`sx`p2P}LcAO{QtG!Wnl>&TTTQ
zJ*Ld^Q^lt_&=rpFhSBVBy4QiP=Qjew^P*d4LOwwx#|J~b7x4q;apHFYu1rmFH>W$_
z@nJQVrhpBchB&#{8L@TNL>}pi`jG6xl116}jEPAz&*bcFpVc0owy`0QjQPVxQ{O&(
zeU@Hf%7Lk8h~6%bG0aan9!t#ASHijW#iaNmjsscG$nyri8^oW|=Tk8CDg1fzmV`dz
zZfkCDN^ks4_i-!UcviRAO^-lC`w@U`xU0o=yy8<da}U8;TkIV?D?a+i7a@FaGPiRK
z<1kx}JH@l?)vVhA?va<pF4GoaB<Ityg7$&fE8k%tZwF~TZmh!!hF<sh?bDO$3i>jB
z`EN5@(uFVcCkPe&BY9bI+q?^NZefZgxG#+^(T@ueTOT*LY+d-dZ9jDuRz)RsALZRu
z%_Y#^IpMYpJ4T@{+&P^^&ZYR6zTWfKo(VG$ZkF`AwNFpmMQ7b7cbsv*a;t2JZOjmJ
zTX_={6W)7Vq2m9#n#klDE%F=7&U^^j=$y8@;W^*TaXx9Du1T<pQRF#ih9gEZ%)jf5
zc^$?<rsxrc6qp$$k<t)}s*cbwM0LpIs-b8tqj=S~GI}j$7#<?~W=j&ElR{0Rdh^-U
z*S0tkA)dNcWMccM)oqTmSq%MWFsn+6&CSXB97lq7A>P6}P?vG<+C0WSoR^<~2s)B@
z%b7Wo^`)6NZiKYCveU4m&0;UgsYE{G=(oqnNO7WEHk(6_Ci(UtdMy1F8pck}Apz@S
zlp?7(0-@{UB(X=OZ;MZD*3a4Ow9@cP2Y_`w`7j<fGJ%;A<gVvzzQ6DYqJ`m-m4kzT
zrW!4$qJs`eE*Gb&vk~qXGE+L2oXz20a-F=@p_sIrx-{}WmT1A_E;sKF;T6sA+*<v!
zN`!=rj4CgP6=R&)26$nnxKOm1wYAM*y$M>%2a_UQzosG>DlM-dKYFw$TSy0JDSSOl
zk)}_!;E&oPt%%iHA$g3#c$Y^RWX%^Pu2aocW98yQS6$vw$|;%5PTJ*gR56Gu5=FC!
zAJB;5avXQgDj;{0o~fPZOh+FIFI6g|DSl#8hH|rF@kmckwz%Zd(r-{WZnN;C(RXY}
zF2nGw$4i2tO`CQBe-D>ztBB7iZh^|aZe*pF!kUs~I*3aW3`?JAQB<DuQe@*!#8olU
zN{{chs&R~M1<q?62`>rNop85YJ3gnQ#Ib90TLar`i)-qN%e(}~fZDro!M+TYl5;rb
zT#vg~N4NrVufIIQ%!Uz1f0W0osc@8rglIH5=Ik--K)8t>Xz|g%TsQlO`ZF5E=!7ce
zB$v!vg<J9C*!K|sHjqo3I6yfnCdaTq`;KrseZ?E%sD~)8ockFy(YUmzLzeBkvHplb
z*vq95Tk5kTftDkfom689NS$4K1Yxo4{x$RTVyTX;DJNy3>hZ^mW6CUN#W_E}ZnA?|
z0jB<nWCaiI2yLu$IzE5D?bXQIR&c>Lf!Sw89pu3kQ?%Wfy;#Tl;4JQpOU*CzJ5zAm
z_T4*lRLQCoOAWb;*}D@x$DL_FKDHA35;K0=a!xttF}VGQCS_r3uDlLJd6!=fsJw=g
z7n6{}1urkW=q(s|s7^?AtK(baGzkfvEt$&hSfu1`%yW5DCSmdwYA-Y!!e=0UkFSmu
z(J%DW%F<FLk5OxgYvj9>i3$P;<k7Xwt#!F*7knCt#^<YQ1-$cAZs?KnKL{2yPc2x=
z$W3J(?b+FgxbAWLF!AI0Dz{n<;esB@H2dT^8oqyV>Ent>r_tiUF=uaRUXyLe794}+
z3gxc+AxVE7U5o3KwPjt+2rQAxMNw4B-e640;d`L}p`o?Bg&{ps{0O)_uZSty<<~`)
z5+d5zn2tR5&cG9~B`q5&ml+Ne#@LZiZZ-fcuW+=4<3ukrks2n_YC~ajIho5Tn3e_V
z=$Om>(!p}HC8gAFmn>y(?|W{(<@~X8r*l+g`SE@?B@*aC`yg)d1z$EjKgJeWN+ilm
zvFy6Rf?a=aaOfFphtz~0Xov9X6pJa&pO6ktBT#Z5dKIs`sm2B(#;?G~-|Z;Rx&!!O
zY*@{36+hO0$Md}l;~8{nt6>4pBq(E7QycP#TcCUr;~rFfd}utyi_3_b$#)O_J_);;
zKXgE9Cw`^^^6JI4xUt&_oIhB2=DI5E;PTyejhXqbf#1Cn!`xf98-DdH3wI>A-3HQ!
zigXGmi`W-4<u^Ie*-3b)k%(vJy_QNUqk%xwJ7xMox2=sop%jUqX5~v3YO0QFSQADg
zsh14G{@P%n$UqS1x8qPR?MvR974IuRVV9U3jC0YlU2l=Cc;_IEebiOftGd0Tb8ikO
zuL@YB38Vg6M12JATRS9)ODgKvVCE82wizbyDDEVNKfkm@mxDZ&$J|JYOI^hqy0ErG
zXLsr@sGI7tTBct~^JX8%L9xVf87=!-oPfGqpXuAOmr$ohx;AUl`04{wp0cz|PWe!^
z{LEqh+Mr<5q;pkL@ss2zcQo_jV?tW>$5(m*px;954&xWR-OG(gY6{s*YHRI$nTlaM
zPccukva7P}_}=Gy^Bop}pn^@<Bi}EF;ujE{2#5jaQ?;MG!*-fBi8w!WfawQSb)^_|
zW+V4|2Tbp8vhwi-ER~eFne)%hT&K!+4Q`TFW6JW2970_1yCb#3uY-AYt!&a?P`E>!
zK({f4XKlJvL$rs^bVMXq`KNSCZ;Dpqw|{61s4#$cCotxR$rg2Fb%*Bt1PD;OKyydo
z1p@>Q1|VwP)CWXC0}d>MQU|*VHjyV02<B&?nUDftrq03a1)7n{VSWdCO}^MxBbGy1
zcUjqEhIXK?2Ankot#nmvV%W1ju0g5=;C6p9AlCq^9Go1P^1*IKWDBtFR&v$=uLM&M
zD(gzx{J6%S+JeUx*uTj#`GEl{#b4BbSmVQ9P^8f3QHa}IL>)-0?hwyd;!!9A22R3f
z)MtoMF!oJeCR~*u8U;ABfRCR)uy!NZGo&IG2b6YIxd~)l1~_#sb-@n{VW)yib(=83
z$v~oZY34#k!E6gMW5GxG!=MF%$03bF+A={$L7V$48jxXug&vporWtNJGoc}X1$7fK
zeMb23B1B*x;7f$L<3A&)KM8XKz0_4&5@q5ErYaxr<|xl+3Yid62w@V45QjMJkAL%F
zO^8MU3`7KHF42eGN}Tp#O9-zzK*IovnFvQi5N&`hNP>)1kP{YyBKHH>kf5`_t3ARq
z-0O$VppCAoP0a23E%WV&K1H%v|D3MaO&EJDJn)Smzy<z21|B3#7ssY`<~c2&rfCP{
z)2&HIT_5JA6Q2jxHTGf&B_>nO5h!Goa?|)CKKsP*?g%708n*fVE`<6bwMTZZcN_fq
zIw0IpJpKf84bnBBbjLpt>|9{FDceMsc{RO28ULN1ojGA69)@Y3|26ei4WSW=7bzQJ
zB5-UI`+_ZWJvdLB`9>M*QSt(E@f#{1qVr_njFka|JA$ylM*^_1O~Z@0>^>x&%iL^d
zit7)}`ts>rt0k1OCiBOV390Y4AN44oCorQ0S9U%Rq{XHgL{X;bhN-n4K8<hT!PEQ+
z-xjLrKr$gMW9o&X`s3<1>NWpl+9^k<W<7Zt)8v9(7JGb)X;h!l2G9H)%^#F<=E(=)
z`z#9w;oE6tw|$nQs^8mC=&J-1M%Hi_djax$d5c@4KFp}BO%67@i#?a#H%n>U;_zVu
zH38eqG2&bVzby9LQ@4p@V7Lf2n{&4LV{Y+&JFfORa13(CG~ij&v8TD&uZ}z54p!hb
z*{_Z|pbpZ+;Bwh+YGA7-v;=N@#_ZyaaBB4%{mgj2(=DbP;;|(7zOcQUr2@kM-mv+_
z9xN4p9Oe!3?L$GA1fLuWI08&>*P#Iw7C3Z}kU_3(LeuVtNkTGz_s=jkL>L+_>p^PB
z5cvU6B4DiFW-A=cNmpkU&$*U4JGSqWw}}S9)_=-#@&CF{-6oCsiAU(@-PLx%Kj?)w
z;lMjmleUc=Q^KWoJ-lHWPrLRlNw08lgvXm0!yGIXi2+(j;lou8qB%GR7KB(3t361P
z2-z7TWwYLNafzDKi#ip7A|TuVoD)9L|Iz@D3ffo*`NIFpB&vyFAYvRG%R74w;ypIt
z3{%=1iWYa$k-#@_NjXS}*Xi^;ka15t$cQK4gtyDtbBTJs8jB}j?>%;jKA3{{#MQBR
zpSjJt-kpV4<#e*?9=)v^qt2<f=N`T-8gq)rXkYKh+u!y`Hi(Lc%SEu?JhS)<y8N=p
zAco-F$g0ajBX%hlM<qat30}qjLn@q^zf-p}(<d1y-%W^p|GEIo#30_y9-QA0EkrPx
z(2s%qxg0~#ayC+oxq<edp=AWY!1XyCH+o&|>z%xNX&)H|dGNeA*Z15bw`F5EI9;7i
zw$Ru692!7r9!a1ik0N_hJ;l|7pY1JEZOzTyUYbrp9Ib{X!jeJMt=;1~)03;!O~hN%
zTcYdI>6jk97~~8}bnub;UYKkXzr`jnnK3b8e(rX^bdw4x8&&gapl4#XQ#Xg9#vcda
z2CW1Y&&SZ81#eczi$-@R36aMiqksIEA!80zU>v!JzTk13aold`5_Fsx|8(4k>+;26
z7S3&LhdV@@Pj8`2KHg?cF=e&j+Yz42%dre5y8c1M*N#aqp-Y|fvzDzKZ|b*A>GW;x
z3GEs0Y`4a;VeK`Y-3sTiE460u^|VT-pRDN<w{mW>w{q6mN4IU>>rTxtOO=jQO)ab1
zdo;IlmJGLYj<Pp$JI|2n;lIoGP|n@eYut34YTO)au#Rc2JY|Ggsg)I=-)7C&%<#rx
zBM}Q1ifJ1TpQe#YGOT70OQ<7Hd*+QDV$u0z0Iv!cQ+#z#5ogwIb_WEutcWtq4RFzL
zQeVA|+ouKA@!!OrJMNhx^f9Xz)fVTM0gEyTHmqO6Z15YaKLKip?;aM{YR>#El}<(%
z;f-Y*HPV>-Ta0xfB5dYmth49XXePJ^xItE0hUm6s)&}t_%Vlm;si~68tj03d#=$%k
zZFW<{(qW<w+Ra-ED&mRL$mBz0cwgea8OxaI?M9PO*A3Nc4*8wJQ4*^)CZ_D}B-V?$
z%1}?`Q^?QsDUE4T2&@$;H+(C?@hFkIZh&?8*(pi|wX2o?JZMnheS5W=n5~~*l=9#_
z)9P~g@QPBQNYJ)6;1I@3VY@Yvrbt*`m6M{J(@TiQdc?)bI3xfaD6q82tI1lG-7GoY
z=`lxo6vP^|ngY*ybiDh$8&4BRJaLipgz~n4dLQdkG@dDRMJsxGTm17^jY+-)jvT55
zNs=8!nT9Mi+n19?4GoJk%m+M7bjNS_CVN$zR&Gs9{Z>t}ieVyjtVsj0xTq~M)FsS=
z{15l!uZw9+ymlo+PtB)mjm^f4{YVqmD>H!H&TkVD93;$Y;ZafF6uep!iGS9GA>y#v
z*Rz<|H!icPF*^o@W%DnySr~*GNu7*FshMb|-o0{xcDUxHHB;GZZ3LT#9Ewd`Su<qQ
zu+{d7!YWJxx$EU)FPNNysaNrqyevA7vIIKz8KkYw>u=UeF#vqge2w(HcfSdHjo&ya
z%P(TbhB<nD3cN(=>cwb(DelerumC+jN$?c(S=EIOE-QN$il%QH)0d#D<F)+^W9>JR
zbhwjn8m`G46uUaA;JW4ir{C+_9bzQ;5kgHy)Z3XH32&X~%EgV$%J+iz==Jm9oq5O4
z8<)fRnHZhB_s=o@qul4WS?UNsS~k5msJ%G&*njo$0sbQ|*MIIZ{O{>={#}xre|8!E
znQP|1yoDTqzk3Vc{g40q-opQjO!)KGmHx?F_-B5{|7T<ZJM+7@@Glw9{=Ms!os0QB
zTj@U%yPamZsU++_y`A$ILVl4D47BKiB>fI0a@->c8A#+p)JM_0Xmp&5z#-L8fnlA}
z&^9l(GCdzAUbbkd-4<4{)*#%LvgWE0a{lDOz)+SwQR4S9{_yM>BdO=nS#?a{G4JE$
zVHJY*B{<y75Unvn^i$<mT(_6-(XlU(Vd@LxX>TibsHB_cLM7Qwd-N3;kJk24pIOR^
zf0SP(blk}h54`ig%c0>$g7&7qh@6S8mYDhWq8tfO5a>60z|#&>5o}@h)VujE0hfKJ
zEri~x;+*H^Rp(rNult3F%P9~z;E`K3zr{pv?JS@<WPcyL1Vl>rLDwkq5+i<dtbsm*
zt`S|OKSPgjS869(M}9-n$CnP;kA&T3KqhI0oARi?wjW%}<>S0692FB;d(XRK&iyrO
zBPaQ(!`Qf_qJWP~EBM%$KJ;bil_b`UfZfE(VV{W}P#)5BMC$u-ZMCMt_}FqGS0VA+
zp;2fmwUj9Kc&F0rx0Ys>{YVd^4vk!K_(=fF#@siv0(B@)%hz)~cv1TAsGsr`>3Z5Q
zIyz{lml-Cv#cHt5$&E@iD3T-5^GlDtYO*y0l1)9^A<NOq?9Ca_%3KDe(%8319GK6R
zwQA&a9%HA9D0Lz=7#VtfI&^d{^<P4j^Jy<Tq;#V9f8o?f>d;mWIys<b?<?0W96sRo
zn>o;CV^@4dWobH+v-VNpr6oW?iuh_&;!96!KX(vu;ZizZWk_Gy{W0@bdO}QU<;E7O
zx;6Q@E>BZ(C97`W^HG8r-BD|d)&%>3WZk6Cq?sl6sgzE*6VcmmY{hy>fw#^&O8q3i
z;j7!`heBGX1Om&mo0Ip{?h)G6;C8)DuBz;AJiIO1E`E-_*Wn%7H}{ARCC%`^jmpk6
zsGT^T)f|xK?|kxAS7U!~yqbtV=DG`ZIz?EZ{#ayi-IO~+YZGb9ek*BwOWasbQkOSz
zjSTB2b^k(u=~X?$8^U2uAbb{Hd7{TBeyO}=*{8)Ak&QlK80M+iPNs+P)W`ZwZ>}>(
z{3d;oasBhT1pMmpmbEt_Ob=^^<6U_gYjFzXbH`SGX^1j~e7d__ckpxjWy^ZzNx4Jz
zXpOO0EDjfm@qKmPA;h%O6FKFr!*ADtevzee3@7(gYBn;?A&WSYx#Mwq7iv(EltL{J
zBcp8OnyEx$Rw9+Ej>K;EvbaOi(V9-l-A%6fttB7d?2J=>Nqvi0<dkJ8L)A)AJ8;{z
zVFdU^;5ih}t*Z!c{zYUBhWt1HO2~*rthwERor^&<xwT#DEI%E?&JuCYnl;S4t*)$R
zMoCn=8G9a~<i=^C5#(!JWQ*|9PP&57V>0Ed#!TTcLX$)t;%gT}%FLX*FVe`Lf&#1v
zK5}Z=vl^tEZ(COSU9U55i@IAxjhu8gT#N17uMsLlFJ>n_qD4+4dU!sr_{jJ~hghOh
zRM_g&E){{BfG)##384fhSKFdXFAj;g?sMO!%xbEe7Du*%oTqt;Ca*(LUx&#Fz#|@K
zWLD%!zC9&Sj1jbCxKTbq*+o=!pH>Es$WyUi>ZNzhnV%k|rwmPLMQzaDr9XY7`w_03
zKB8+`+Wh!P2}fAphW4IE*F!YA*i@DNEEBKQw%@lu0b-l_m|NX$rOWw-k+xrQbdEtd
zPhZk)frj~v?#Mq_x(&uD^7%2Y(ojmKkwl8NRgC&@9q+VRXFYiuk6Z97gIk_o6V|Fn
z_1AABH9pl?B;d;qR5eS@)Sz_?KhuUSIv16#hjP~k{O|}${}D|4r!w$mUB{KgSC~tu
z@JGg@0(;w%+r9DSv@nV^9p9i{tjRMBlu8}%mO8P5?$DK@ux0!)oYO1muua?hq)LKx
z9#aCyfx;8s3efjYW8+R_&?twuNMSn%+{K$@{m#=m05Ul|)R%ETKDMI@d<DOhCYt?1
z2wv0a%}R)q^iu)C5}`H>U4bZMic{A;hXiIgT1+m8;wj~2-6$t&qll67N=KMg_fTHt
z=j9g51+C6bDABXP9+XbsrnYS0mNJReM6LvKxW!&qT(mh8M}K#dYV6?gWjND${hqh2
zYeVWPlqmi3&RHc~2s|w;B|b1yzmcER6E@k5!Ii_!Hf_b!X}2-4!3~hoRPVt{->^QN
z9>0ut_B@Q?7VlRtEHGdCN-@ZCT9PjsKu0w$CEdTCFt?X{{BecXQCBhCujv!}S*uZ}
zRb1%Fbh)55Vf}+!TXoB^W>E4RP-}A<{A+P3tc<7Mpl$5uF;DBb?8)s2SL&P0a3>{|
zdR!{=?M$#1qG6Al%)1`hh_Y_-0oP*}RjVd*(cI!9wp@A!<VfxCSd~Jras`C5ny=HJ
zQSyS@%4*T-c%(<ntsZ2C!z>;Yc(GX2wze$1l%z{>pU?=XI_)Jq(V~|VEAPg~jr_J~
zV|oKbc&%6k!}Z~$yVnUb*}z@~tP@H2^eii>W@3czpO+UW3!fuC5NKzA*1bw%8vQ)a
z4&k|TWL!Up97JPpXAg0EIR=}!=Z_*W<vT0Dkt;9`5Z!4J-)fx6>;^3(6~SobubCfP
zqe>I=T2@dPasm{0N}?c$edz=-soB8A^?r#di<ZKx^GK+m{ZcIX$+jw#Mq?8$1XAVx
z6;mmemzB&6vVl|Yfj0Q!&1OfCOAp#CoD}p&)Qg>Wb?LHOL1T@fdMK1$V*j8HBm1yi
zvss4`_QS<TDWkYrSH^|0dpsY%o?n?N9bH<<7aQP*V<$F{)g2_eOkjAHZp>&Z+`t;!
z<-$RM-sEQM!YIpon3Q}p|7t(^F1fTA4WkXIB_~fcqdcu7TVhV{*;>?Z@-P8$;F(58
zsUqFley<FHf9baPd5U;v{X%jO+C>MWQF$cu>f<zvkm>iUFN(yWMtqARt>004@F~@;
zE38td=4_iS#5FQAKh%YeSphI>EzRm8#-sqUHfq(H<7U_yMK;ORnxkgO8DfA>Hb+Z3
zUB$^`UjXonqvou!V-Ggt#;hr_pE9^?ek`ffl$t1a7iY?1XD9*cmPU<O6UGn#GfRop
zaMhP}Tq$F00DeHfO~j&%sq&E7#|)4SMNQh!9v%S7hN2o|o-k;}o1p{H18~{YE}7I|
z4-WKFB#dbQj2ENKSR=+H0Hlj1)!5@^SQ&XXq1D)<dp3ZeMFf+CakCE@Y=BZ5rNzwt
zVu1`_o5xy7vxL54BwUV+bsLnW=0(n>8>56SitOkhS$P28VqeYSI7M=FmMlVstxf)t
zNX`3J8*XB3h}u0cN|7mxg^QY@03fyrT!O4&u4S%{w-HH+&$8iO#4~q_8q>FlseMQo
zBed}~zsAiVwedB*hR?`ZdhXj32MAO@WRDpFHfkP{$2e>{%&yTh7?-@e_nZJZH4lkn
zls1SpTtj=t0K%GwxG@+T#A=V6F)y2S(`&?xrlt1&Jz0QV_0q(i3!tiIX>d;!P*v@b
zHYRPOXL1dmvA@JSxTgu2s9qY`vjoW3cmT%;0P@uynPbK_1g6)p8DUE&W;5evm>F3%
z1V(j1W3B+23;^I`##b8xlj{!|PfPW+EwN)iZO#nqlE&6-&WxNWGk6wP$M*mL?Zwq$
zGuDjv-RK?#fTOl0VC>eW(%6YUL)NC!ur7XV&Zg4Hi9CaLQD@u?B4cE++<c~IPYH0m
zSZ?YBml3&SzeL({60dV7!Qe%f!Ur570GY<_)QUU)e-*pfG{45{yh&90ku3-Sj|oAy
zu{)3AjxVGw|0~6RpN={YunZqG7qep}?$|)uvK+5-DpBc5rq09S)n=x^UiNc<TamTw
z=Skcgn(p^I95~Bj3v`fFgF0kkcs@GWh-7j+ohs^pQ1W-UrMP~wNC}+Mihz7iAh(oW
zE`^DZl_Um`E|=k2axXr!YQT$lKYo<FlsHXTsbXMX@CVfovQi>yN@`MS@-$hN$bqp!
z3uurt5C!-lJZDD-Xi3HoGy;+UOUXjWlqDz<WJuB^91$hKK#+6sNFYj(GCnHNwxpw~
zI9Oj9_jtfgoJoR-;tD6uJ~61!!B}!2E~+@YKtgQ#0+|e(tXDEL9-#;n8i!D<IZlBs
z!V*UzO^GeIJuRUmsU$H@awtC?TgWJzB?A<3x+8W-xG640mDFJymz<6y3n0tx6Pi{&
z<${|IB9lAi!k*3|O9r|Ev7}r{!zse^0l48wz<4qYAgmQ@LU2N`Vn#SwBALi3GZaes
z9aS)7JQlTOt^^QP*Mw3sY+aO~<Nyn#PbOY^Dj)Gm^pLf~0VK83Vct<^uY|pV7Zpf&
z7P%sAcoCfXO%^8EQP5~7*^#%iK&Bt>EqMjy@{pN7LG_rJFE4=@k5||jE6Ja~6GlcD
zheza*)7maR)kb#yeQhG7y}~sI+9PsDR;oj&HfP5LxbS_1AE-|K@DVgZ#u(o&p{qya
zkqw-P=as%f0O<isO81q~_#|t?cHpeMGIyAz_@%C3LA_*clFOz03=ytCUXj`$lQx_T
zIK{ce!#Ds+hzTwzhzu!iReoB^F$X8|MQdHUZdJH8Y59zzC2~g&$RlA(*%EC652|2W
zGE3jZ0A`e)QUGx!ZHZd4p>@Qk8ptvvD)Snn*+%Bb)D>5f$kgL><Z1(USdLn<^D%(Z
zlJoK9<Sil%DMActr@L{H67%2htcI+B@TzS{)8)%G*dwYxe6UQ&B~d@=3vDMS&?%oL
z#TBu6!-0%|qGZuzpU7_6T<|}2`WLD-s0(6Do4|kH_Xc{9?I&c4v!o2n#f|2XmKFa}
zB}<yE3oOhmj4Dht0f6YZ57V4YSS5;QBvU45!5)bPKrPPAGY4VbY|_k<$RHKq7xn>&
zwEO{!PA1LhDS~rJt5KXG5q64Cj)*SQL}|GLxeRd+XuI)IB_@?Pbtqe^#`9ksXH!+<
zY}kvjfkk5bUk2jcC0HZ}eoWn8>&E0+)Z?K0N0DHcidn`EzycB2t$0nEadyKHlnbPY
zgiF7|f(+Pc&>aD{c!gq?lmLb3>3K75&<C7svCcRt;Fp9f(ditDWAW(}vNSTu=;=x&
zLKKd%rHnn9LXZwyWI`ckv@}sTr9<2e*<s$Y*_SPq6*>vGIRGw-v=L=E@u3)sEJVJA
ze>6}HD1ibm33<z=JYg>t8lNihMe@scbEaE_{KEJ?K@!Q}k{PYD*@J2|&RA{QtijDU
zaPjV(p_hQw^GyzW$mfV>#!d73m*D&NAk{qqp4cnT1^se|&@=n}M{l@}Z<*WAytM-l
z*!O7O;E2R-pC6g;VZFcILmYtp8J4o<+IWaDjl2GOpq=b7&Or|v=jigiU!bQRU+Ch$
zpjp-zIx`*d-j}{$?CJdQ*1pTT@08p!ZcfiWZcgWv>BW3!Ir{rOI_1v&d-DnIg43OD
z3w*x-*=1au<R}YCoQ=~h$h8{&A#0Pk{#0<qbw_0q8m)S)efA;OBkdaO`s4n~9))?C
zN6|IEJ!3PB4U}6@+o<I@PoA6q3iBS|0OR^$T>BSC?*_PSXeXT0+P4<lE}aEZH~eM{
z8}J4H=uNArwvX4k*!&<5(R-8q-Cs_bxIO2NdKevZ9yQD$k9g+Z7BMqU^`~?n%tpYI
z+C#cGt#*d@9)+c?BO5v!y`9xp?#Z1rER>F(rqQN$mo&RlyBa&mW224yc`<zjV;N)N
zg3AT5rDZB7oZT)l%g@n`V(JCV`Q7UKWp)+U;jPpzV=hv<lT<}#23bP0po_b4zLjIV
zpN@Ii=q?!AXHXp>9n13}9Z+-EKKs9__sm8w=jz8VRn1i%e`wMApkwcL)J7?7oJ6H{
zXjZWLu(C*b&uB|~2OxBw>)hldE1q08U_3>zeDqP)hWANerFftq7GN&ua+9+Tu=^sG
z&DhC4!NE_uu-{J|>8{;QyKXUqXrRO!Bf@DiFBmrHFnL)(D#3|1ND#)nygaisGr6%W
zY$kt3jCrRqw;e$sX1&_M8AMs>XI0to)Nw}W_Lk?Rz#;$p6~a-poPHkNy54#pgQtd5
zePI-DT1fcTDGTdZZoFZ+Xzr{Yw_UCcO%bNRH;QFBr~0%GyIjq(!By)M0d1=`X;wV+
zX&LMEK{y^8?}C+s7Q(W6Nk7(c4N<|^B8QQbL*?8F8?JZS9>^?cFf%Rdn7QQBD7x4o
zP)P!}&*IAl{`A=>J3mdsTNEl?VS8;wGZlGJ?iyJ!230Zj40?;4B+YaOUkJI>5Vz>P
zRPobFVLR_6#iylysi-?buiN{rPq-pq)B=DCJL=KejbtWJ9}~^Sym(vBXWIo+1c%EX
z2Obj>LpATyRX5`D{XT=l=%uEB%OxFPHFvhN#_?CNj7QLEy0PlQ>XpB8U|!x{fp5nU
z_rE)rgYWFn23&9$P?AE~4cMDMvjwRdkXwM$b~#of&_PLe8CAow1wtzzF??wFTe#F?
z)7zdP72c`~PvO%KLGte(c5@LD1D6ai{s^EP=0ZaH6K28}gAr0eiyF{SK`M9s85iC6
z2WJA?3F2iU*a2r80$U=2kAfhGgBu8BHekbo5(`8og7_nLrN9J<0B!yryCRZ+fe^%z
zfTG@{n<Tt}@DXB>0Qd37y@3wzg38Rrl=yJj1?Cw@K!oTFQ`3cLB*^jkQ@;Nv4I#2>
ze^>+PUqlG0f>f|z-9#2TlpWDsAILuEE0Iw0bUD07LZM;;1-c10-7auB!F{1R{d2nI
zH~;oG1HBPo*Zm&<yg<K4@do3E$qA6}rri9@3Cj;n7=Y9bv-!cDupMR{>fFDnTYFRX
z0(uci52h->XH)g!qdRsxq#h)r|9-dArsf60B78Qqd;n!P!3Cr{9xpTjRIGnkx9udN
zYry;8Mm2;D42=cE$3<uYNF@I!A=+l7RroV7?e4Wr27Ah8h*d;e2<@&41J-7!RRmjb
zjzHY5+f8nJ`bEe}Fx>9BO&WXhW^f%ufd5FB=Oj1-)Nz-VJzTSfN{n@~#v979zR`<x
zxnKA#W6dl1d}rTd%D*q12Ri{n@$&B@AgY0p_+LHz#{@e1mQysIP^|ThPNmCz!W$TC
z?#Sog3*Yq5d*80qH~oA*yzf>|G_^vgxsRfsf=ELYgCmfQ@>9u*1!(Bpi;epw9wvqF
zGVzqP4z}I(KJ|o9t_K6zR*XNfXt>^<q#dravzY`j(-8VOY{X-?f_ZuDUB<?Aru#k@
z^iGjZBaPf3A^A8D-OZFKl1{@AdR|ZF2C&dDOHooxf5yQ<-8$pzVyd^hs_qV&Ah5>b
zCR<wLna<r0MZo2s=e$4BgEmGmAHb>C!1+x`%PhxFV5D(4o(bS=R+qPqA}3q?Oo*8U
z;0CF&@mb#Z2P+s`d}CfjTefpoI}h|&Uq25MBVRN|&6h1c2-fiWqH=Hv(H$@DhZyrr
z%VV*wzknqyHa2u(+|Ivh0{aop@*I6(yIe8+VWxb|MrhBr@w<kyg|muCXD0R_W6hwo
zQ{T!d+rnk|V`oe2>FCox|2FOrBhUi7^^I=*%o$9o>tvViE^LkuNb|!a8J!6pT>D4T
z`Ik5*ylfQ2eHP_T-?T9dsSs}$-oQH7$=v^kK*e7i?0+Wamo;@ZG%<8G{J$at8nQC~
zpi{nQlmCaKomar!-q6_kos4MoN8Wlq%Ja5PN+L@WK1y|VSteO~VN(lB2~S5;WluR3
zV^3>iE)z-t{*Sx@hVM#eru6QH_Vi|d>XJDTz3c1nkq9fvh>`qJ!JXUvtNqvaX%M-8
zwXt>LcITt~vkCY6@gK#Elth14akl28)R0vma<;Rxv9@$3VqxH7V5Vngr6V$Pd{6lA
zX6I;4#LNJoeDBiH#Ee_%J&*q1I($FlqqJ~#w&!MKbaQiKaARe#b2MjU=HlXFWMW}t
zVWEGoLGR>Y>ul&wZ|g+*KHi@bvDElSGg~KyKj*|?Z1<JXQiGA1fr;_&1O0)n{zDkc
z($1FXkAV%1>|C7rC|z7EO}GIZ#%5fm8~}O~b~BE5<p5I?dZzb{-q_59)y#<1)QH*G
z=<mbX|7Dv0G~WA#_W@bo*Wvw$Tfx!J#KqXuk&jYbL54`&!p_P0Z{rhjF)#rr8UO3{
z|F>rK{%ro|Rd|1(|FsOf?{&Ck-*uGCJVf60rubQym|5wW*yx$qRhXH%Sy;JQIBA)f
zxtW-F8UI_&_lN)9RQO#H?_H+qKWO@wn*XQ0uMVr?+y0(&=s41)0*7um9U$G^DN1*j
zfT$=E0xC!eQi`aAf+C?P1}X+&pooG9DoQFAs3`vSfGF|3_df4^?(_cTJaf*oX3g4r
zuUR{0*50$`vm|LqxD99$YPP`v!6DJXnxUZpn!ydOj)n5(6aA9epaj>@65IT*t>qSK
zYWnZ(6%+(FXjo2JC&VKv2;fZ^>ioYnm;ZGQdwTp<I5a9eaK3MNf=RSMFIcw-P{~-J
zv8RW!cSv}U8)(^Xe=Mv7TBMZP25=Gpz6E-z&G$Ubz{mw6&=2lO%7JddKB`hN3Z7ox
zZc%}eQlO^hr9BsFBhXK6ftXLH^e3->sH=Gv=-Hs!lzxvJYRu^W(e}T~=+9sY5KL61
zqT!(sP|MLDmjJdc_G;;W>eMnIGz0D<ph?5ML|R7~?qV1MhKL2hAoIOT3WJdXVxSlP
zTM0EapadL?5)<y_4Pa_WIA(Y}TG#;K4G{oRdZQP3SWpOnkb*aK@B$Bu!ICHdR%a;>
zgT+!|u*4NS909ChFXMp&7)5M3509s=N{hpQc>3jXSR9rBme`l2B@=P0$|Vyi6kyfm
zas=XP9v(*p5%tUDC=?33mc5LJ#o=He!eu-%0f$+s9~n=8!Ge~_Q3)9Q>TAPMR@wkd
zBv4kS#S)3wmG;9@@T66`-~n?*xnw-R$XdapfDaO^EQ3rW!$_9PbS4Arqm?!w1N5ZT
zX-TVWkEIY`IMZeM0Umj!ok6G(W)%;pywau^@co08`eDd8@+uqPh?o`a6oaLZLAcaP
zT}Z3iAC^KQt=5?gLv*gV4l?}Fgk?N3j=HjcfWAOpRc}CN5Vf^DE$Fu}klM=p08G^i
z9)5Kj0yRWhX%{jH3nP#&%a1~&;#b;*LdCAqnM%M>R@FJ4w92MrJax4ksPdI|2JK~)
z{ebo0K(J-{f%dnmjzBxbtjv!>AyZafFMu{$SuPfX!7Z)J$Z$7+rxXs5b<s-Jep|i3
zScg`!3JC!Sxo|KWKzs~_u}EPW#Kh^KH*TO3b*N+<Q5&PJMJ3?1!FM_|sU)f%j!M+j
z)CRpz?LSLwVg|3hL`1rUN6rthV7#PYsLT=)y5@S!a8Y3BMZs9Vzs70w(xDu5c>)GJ
zD9sP$C}yR_TLSu@?+HL+=}lo-R?F@RD4-JxzWK}-K96#?s0Qo-pp`5D-Z02*5r`@R
zjfclAv=yv_8^GO*M1$r#e`xCE>E{OUv(OtsWuifwLxU>ZG_OfW=u*Dod`*Ls^8_rR
z85|rE8G(jJ;`ywsLL$Mf42^*k1B5L2NduG%`UHG-slxLq<`v!u@>#qLaMJ;z%df-1
z+}+>HBXT~+z>sij;H`LpXh~RA_*#BppMi>p0hR&d7uqrCi{N14Z6h=c1-1y83b+e6
zURW{_(7(XIuz*|zx=aB~!}+T~D=nzMaHmHx#}wIK-L)nG%?({KZ9mCK%SB78X<Uc<
z`SV@BNASrD^0V1eDX;i>Zpg^Cf24CpXpPWg+7dIX%5rdRW8Ve{MG+!8eMU05R!-wJ
z_%?@t*#YXC7UATuZ5vL=Bu*heexKVJQZIk`*`Yv&V{5)M>l)6RXtD6$)|xlMf)Rn9
zo?bCtp1?8-9RUY$8Kofz0w7*|q)mJzXJ<a*Mm~ZQAHk6i4|WG$oIMY`+wtIRd9XG-
z7;7Gk6^|0wEqN3zcofaK70o#nz;4E=V9Kdr!YOaeDR0Cn2X;eFSp!a4eNJZ?_@@Vc
zx}46^@K1*W{Mf;d4gN`Kvq@>ONolf4YO+ayU4u<RolP9<YCy5S+g}U(f3twh(m`gv
zhb(p*ZEYA<6z(_kW7smerDMAp8V^Q;UxN#H79%Vl5Fm)vz{D>&1j!CTLBWyXR{C0K
z2S+C~Ll=aEm>_xx3qfuk5uv8mdN%M?8|rGKBY@Cy3rzPw2$<8YU|@kpFF*Gmk2pL+
z!y_RGVF4uZo?!X{(20N!jE)S2`BQ-Ab`OAQBrQyb0|f!i57RyiwEVox0<8hlo<YH$
zKnB)1)HBEvrmq8f&z2}JK+~82I(dtqS2Um>0$MyUD##DeUjWS=<mDCtLA0zeKhn#?
z7tk0$vxeJPX#;u#1TnJuETP?((2-s-Ku-wL4hfB&$Am>od&r={<PHUG;1wO{6&a~u
z0j90o!adR2Awi*T!LbmuaLsTkh!eIg8W@>`rIJVrI7MLo-`l@E`CIDW6L8%wNPM)M
zuQLR1#~<FGw10RZWe`O93~ZD6hv!}ZK}|^z#Q*dUPy8?hu_Z!K<J~3K!wa{UC6ir#
zULK0DL4R-mQQ)`azb2NHrwEt#+jeN31s@*`8`UEu5FlHkBj)eJ3M(7&f1PlNT1)hh
zxAOW05{$M3tqjKW2G13qe)H3Ee!>5$hX2cCOLTzAg?0@HuJSpE+eHy#zsn8LOm;xD
zTr3cca|t+u_+4)%Om-05^X!G+EVO$-gY)zM%l?oV;1C(%=YxjX+EzAbkErl1Fb(<y
z{6_~dLu?Q?BmfCPVvsbX0O24qqylL`x{wiM4%tAC&}PU3@`Zw+a3~tu2JM29p>!w{
z%7qR=rBFFk3DrP#P!n_!x(c;H?a)2w5!43_Lc`EFGzCpVvj_x&0f9nrAp{V@2nmE7
z0*9a=)DXG|6NDAQ5#fsPK?EbB5Ze&D5$T95#395HL?z-3;ymIi;x^(w;t661F^c$r
z_=coGvLd;Wf=EfE5|V<{L>eP)keiS`$S~wqWFm4uG9OunJc(>XUPZPeA0Y>k<H*l6
z5Dg0rFO3L|0u6;mo5q~RiN>2IoMs128ciNe8BGmMGtEt!Zkj=w37W68^x(+~O{+kw
zLTf;4OY1=!M!SP{FYO`P3fe~6>$KgpL$p)0b95-W^>lJ{%5;Ww4s<?r(R9gld349=
z8t87&J)#??o2I9y=cSjTC(|3yJJS2p$AR#^V)|P8EA;p2U($bOU|<knkYi9~FlTUM
zh-64+C}23raGBu&!!W}aMixe4MjWFaqZ4B=V*+CyV-@2i#s`dV7-yN-nIxE$nar6y
znPQnTn97-&neH+TGtDw{FiSD3GTSiwGw))~XRcws!Q9XMk%fgtl!eM-$>PVdlO><!
zG|MfPA(pSKoUF2}+N{p3QLOt}Pq1ELeZu+?g+fW9G*C{cNYs8*CF&Y#0QF@J*BZq&
zhHE_6#IGq_)41lrnzw9BY!YmmY@6A(vgNUzWxLBZ!Op}k$*#@r#=e8Sko`RSWA@J+
zTpU;qbB-X6y&P2>w>d^Q88{_5bvZpb6FHA^UgLbpMZ+b=rOoBRwVSJ)>ju{_H$Ar$
zw;{JbcRKee?k?^r9!?$tj~!18Pa#hW&mb=iuOzP_Zy;|5Zyj$B?>9a{K21I^zEr*%
zz6X3W{OkBN_`Uek_-pwe@qZIQ3+M_22pkY-5_q<jcC9S<wrlj-lC?M1PORfzr?Spt
zUD~?3bx+qL*UPTAS|7Lm==zTJp9O^k^#wx(3k0tTP6+V|X$biX<p^C88WrXeRulFU
z&Jn&WJci~$YoY_u`RMEDDUtOe1|m@+M?|_rW<{k$ZABAAYek=lF^f^eyv1_FTE(Ws
zg~d(9w~1GaKb2sTph);i9F({zF(WA@X)l=~*(5n4#V=(jwN<KGs$Uu<tu7rVT_*id
zhF*pu6ChJ8b59m2OO*AMEtI`0hm<49`N<W_-Iu46r^*M*m&rd?U{%mm*rHIaFr>(<
zXrh>)*rfPYNnFWE>44Hrr8x`{6No9t^kF%%M%V;wGxh^c7UzL0#685L@Ot=o{5kx4
zf*iq%P(tV>auH35Da2Od4}ex3PO2e|lEulc<RbE83OB`qvX^p;N=MbA##1j+zbccI
zBbDov->E351gKQ0jBJqF;I*NA!%J0BRX5cms)K51HCMI6YJ=(`>Tc>~>Mu0JG(0tq
zYrN5v(e&3msrgn5qZO{zpf#hdti4_PiVlsAzD}A>moBHSt?nV+0X<PYAH8b5DSe`T
zoc<L9Is;>a0|t)`1r0q6D-EZN$VS_Zt{bx&TN@uTeqkbO5^mCLiZnGc%{J{flQ0W5
zYchw-4b8L7pIJy*gjrm$q_?!NEVO)Wg|*sdb<>*5+QqucdfG<ICc~!BR@yeow$+Z!
z&e^WgZpL26KFfa4LCImeL%ZWzM?c4NP7F?VPRE@-Z`9qGyK&f==$!1_vq@@G%%<C$
z*KQ8n+~UIK;^uPJmCn`PwaWFoo4H$=+h=z}_agTx4{eWw9^;-Go;jYQUaDSMUT?fr
zy|cVWd{lk1eMWuNee--L{IvZJ`Mviy@GteB2`~>h5%4q6KCm{3F~~LOd@v_iZMYsH
z6cQ71KU6L>Idm{gIV?A9D%?2ycmyJ1Q^dJQZtyVG5hWd!6g9L(ZA;;nFVS|<XJa^G
zf@3;jWn)ug-+&12V{x=`9&xSPM7HhPHnd%H`;i@p9qv0?<Hh0=<A-<Z@2uFxyenW=
zX96Z6E8){_``yinf{8m5Unc1%RVS}W4o`lZqLNa&hjx$Oo~~4UYC-B;nrGUbbWD0)
z`uDvad++SS?#tizbHDfgt_)H}NhW<}aAwZ|^#c`I99dhlUS^wSH|C&o(sDlKy5!!@
zBjlAHWIh;ma4_E_|6GB1L1w}CL%xR|6>1gM7OgKzEt)CzEPha;QBqSXSejn??XchB
z-Xr=)8p|Zh@{ZCU-E#DGxn23qW0Yf+$JZWDKmOxH@QJ|+tBUKD<jTsb^;H?w$m*!-
z(UZ<6@14>)b*@IC=147XZTe~GbkymwGp=WP>Wu4J&r;6T)JxPCHE=bgH6j{g8>gCl
zn+DH0p1XhE=zMFlN^`>n#S14cid-yg;c3aZ#C$37($C9VFMqxgdS&9O&()W$F0Fmn
z9IidQZh5`yhVhMCZF+6jZff4Vd`tD##oNla&)=ckX=*36H+B#^8aj!c4PB(J#=GRZ
z=k8JOHQ(QG|I!2X2Uojwy4xNaK5Tzv_UL|(ZBOrG=f{J+p1mVa0-wBpy5;F?-_Cxz
z{<LT8&+-P=50pKZd0sn68f+QT8R~dp{i5%s$IJ0o5wE@vC%#6#&U+*Lrg8)~a&c5|
z^xoLUvElL1@!5&wNsh^)x6*Ix-)X$-m~xmJejon+=ZC!?1wNkmMEKPD+2ZrSbkOwd
zOxhQLFBM-YUvGZ1|Mq4!`a8q-{2wwun&*t?`hN!f{P`~&eR!&7-eUo?ObgRH|6*DM
zOb!0~X%To%<KNAS5J@B;@!!shc)0S@9o-4M1tbYV{OfrOSj$BR?DxC{n6U*Dco?+w
z+}zx9e+@pfDE`M^o1ax$=C8q=MJxUF*Z%rz@YD3K?e}v!^w(coI_dD&U;FE?{q@)W
z`fGpvwZHz_Uw`edzxLN(`ycpg3oGr5o`^P>F#ok|jfY>QnfK3hV<Ppf=hw>d^K19;
zQa1cK5U^UlxGew6!vmaOPTkV=^MzE4Md({&(D27aKrYLLmimo)7&N@PK3@_R4Zno5
zK;zKx3p5Kf9*z4=6VUL>C#&=P?YseB)ByuBTFlh}i(XvnS8@Qk;(lGpa+Q8Nb0E1k
z(0eiYa;c@R+~T4ei44D2@Q=<boOp40Jf^5&;}h@&*Da__^7b3C@^n^TJFabym>5r|
zC7Xqxx`JIB>ze*ZL6Z9k?~`XE&lxj+c0To~*i|K)B|4cbQXD%uG|>=kI~qN$GJ7*+
z-DbH-<ZR5xXD&O2CSJaMeW8@Xm8H7viUs55(7Tj5Chtu_s(dDePThA?-W0}djyN<m
z74xx%v&oma`uxnvx~89>r|$L|?|nC{HHlI#e_=Hf{i@#nb98+C?9}sagM^A)mOBN5
zIf5r^&gXELeeMqNOJ{--s+}qZTUc8^oaJB)_BU@Qk_NM74{Xn!dWcC-A=%{R+viyn
zoz`;HOZ(U$kt2RmYwfA}tx2|$74heX8(#G=bXK_pztaxd7Y%*;!4atUXiB*Ay$j}z
z2fmS45lU*<hIaZK|8e>(Crb;@>0P<IlWy*>Z=UWlme?2m{YqRKX)d>Zh%%FAtA6ht
zVl2}VAL*9UXwj{HLyu99)=qW(ed~J-m{6yhoTfM9G7irCKJ~0~8l9oBrOzhgkk=bN
z^*h-8SU(h&qTQ!AWpsK>J?kUg5K+b9)8kldd9q^8<B=h47iB}%N-x2jH&%Wg*Aw6V
zoc7TYr+#Ofn%h^ebc%3J>b@)~)N1Z|TI=w2%gsGzF(M})Ynq7sz|(2?u+JUNJXiO9
z+qO&ZrzZKQ$`cDzcRvq(yMgOz&mrUK2mRa59br!!PIx>z_?@d=jBxmag0hfvYJ8TA
z<!s4i<n4DJX!gzQ(FIovczxQ|I8(=5$JdPx@%J32tJt&6S3A2zASqbEY9mfeTS3b;
zgM41QFw-t#C&hO}I&y-&L1^5fQY7VaTJWKhlc%+B6vuKO8NVkoM%?22^!#&#(&I~g
zyAIWC3>it>ky0xmPp4qmuQ$RtU}j8c|MuV>`{a+9-Nre}o&znD7GEPH`K>tZtarDD
z?1_`}We&2nzJ+k`<u~o_<_uyp!&UXk?azqJ_s#0v)!-r6xUuYZ+MQ#`qAC2OZB2GJ
zyg5);T{0qlOLVW*)^YW9pLfbl-n&0Ha_^dy<H2lMq~LNDg+u4AMD|7P_phH)C2xNI
z{Tmy3-G`WRBxhrS$3~I99_0pU&!M*a)4SWcJ8K;}pQygaTwpj$ZQfG;EoKi5d-JZJ
zx1VJ66~<@${GdDeplGzO5~Y)pbX#U}YJb{$iy_EvBlE;7Uf!bd3sV-mx1P{SJaj7~
zw3&+-ew2G%>}l=>qa7c4+&&Cdx~VHpr+<4n&C*9s_nE%<rPTYT+V&lnH>(Z|WRnGS
zs>gOb-te|bNxrS!-txgCz3`x8R^qLLCX*ivm_tLo8?J{1zV|xgq%=^wuJL)@YvYd}
zf-d;=x}WvTQ0jDNqy03?G=`g!@^xypld1~PF{B?jKD&W2|8Dvt?~I?j5>-isKib_p
z^QsS4B!x`S*qm`Vnvy7zUu#nq;3K9YG;vq+;1fn=A#U52IRCr})#;!-RB`>6-asMy
z&KmE_q=~Q#Pije}M{CS1QtKiO31&BM#9pwnspymwGxFgYIXHRnQJtF$?|5PWo4%3R
zZWouvQgyYf2}ciwF*@^(mfzbS{(25;mgiyeA=mq3eeVV>V!L;XsFGX8NH1ah!iaGD
z>+Y?ylL9?%eQbeYY2o5*2khiI-t^^)$+#jvU+|x)j}h7Vit&Q?-I7KX{&BGYl8c>E
zA8J>1pWGHXe@}DXnN;H4(ngoUgPU9;UO}bgb~=TG=<UW$lY4a5a|;-LdbJZP%JzW9
zCtcvFv|CgfXZfcLac;LC&0pFKa^j4V*Vni_x~PM7w7IeW)U=A#O^0%e{vHDfnlsm?
zI_!_T^rKoex75FIDpk{TN&n%WJ{#LVmX^gNx=~m$l}kF_zf_C*?5BiQFL^rlapbgD
zH3~66+<tbyGcwd-a)bQ?CijZqmzTcfc4>Z#m&v`cl_9v2J!7D@r}{?|Kb23Vb;_;5
zap27G^tgA+Ci(0aJIA?aEX^!=lXPavSdJ7WjY?|uU#RL|W7Y019F;BlOd-F?DO;UK
zYOB)(e}Zt^bZ1?#F289&Qfg|t_5QlPH|v6^UZv+-6oc}Monp5HOHA7{1{um57D&91
zI3|?OP5CA^%i<m%$VHo`h}qXJU16u&S(W+dh^7ozbiYd83$M`D!J>1!<-cBwR!0ZL
z^xx-xm3LZdN4B)0?}56fBIdoS!A~dLb==2eI&wk}AjhZz*&0LcE(GU#nK4HrVMaNl
zlBbD*wtnqaAu%Rb=>v`tlXtZm#+r3M&6%2^_X}G40ZS*>CE8_TYEdcX<?6cYsaaOX
zW%L7su$$t9Vx_OCYuDdjpQc;r)x@A|tv6*CT*$p4bGy@(YjHtW6)AewS~jv)19v2{
zoD+WZ$Zwvzu6R%enL+Y%EA>36-Amt)r~YIu<&*nJ1-fEG>R_0?d!srg&2InLo<QDE
zZ^F&K4y{Ux(a$4}POU>SY_p?H)v0-zQZ91mp1bo^DIOE-m58(cZ2XZaHtEHEp@fDE
zk<I$7p2~?D0vUCASJls7F=c;0=cBQk>bh%Z6`!AD=+rP}NXM)GzD#lMOD=Q$*JlmF
z9S*d;L5tW3Sh;JxictN+Yw@Gl^Fnukh0#qN|1~)eB0HTdp71?KR$a~xjNXbeveqOr
zFmXvA>C8kXJtB`)F0gOkI@&gF{(dqCQPDH(4&A~_Ly?Ku#h&3>*xpx(<ri-cC4`5!
z7Hn2JaNm-igI2Ybzdy!(80YNpRs7q-?A#Vsthcb;^s%aKy>IyfdWJUzT`d+mWp=;r
zu#Kb!wrA^rx>&Gq^bSFEafDH~>WpMFGf9`4KqHCtG|{e8HWJ0%Gw2|GNIVnh@xpQR
z2nM6Xe=sq$`C{d*u*<DAwXZO34_=xvCT5Nqta*1zdk6WT6*o20hSgOsSP^G(`lDaC
z^tiu7TzLJ2t)bMr_41#Lxcj{l^DmhQ9n?$}i!6H2t0gqpS>JO<#VqhdYB?$iAXhQ-
zJl$k5W}xtx4#iX9d8BWX`!4e{5RIDp33(4HtE+eno?m8`=S&1U|2NSDhk~6^+Urg*
z5}Gy$sgXtWkDQlz(<ZXjRNQzyu4~#oljlswQGW5zMCQ3NeoxcM6D0xLpV!{66y3gg
zqC_qJ>827_T|+_(enR}dkCc6)ONw&u=!v84uZ_<R?C{TPnrZGC7!<XgP$jbJQ@g4{
znm&E94^5gIh$#9pfdi|&X$3(A1}_!PE2UOODm=Yte_JsxI%-B<fzcFuKt-xZ(rIKm
z-EzcfZ>DFEarcXJsi?i|L5@%5{O-E$*0>!X=@@s5Ud-`l-z{{y29Niy(mm*F?>Mf0
z6_w^25iyoR7T`T4EyNP1?RX8W>b)Eflw&lqj@^acw3i)lDXSN_l@-us)F0-Y-Cd!f
zd{e6Z5D9zK#Yp2~`RUsyhKt*n3k`U~vR<U{>^n`DcDHs^@^r`M(qQ2yZ}E<u9hFj#
z(R2^C5%F<?-&6!odA~*vuNBu;w(9KI8XbRvtE#|}EL)RTt1H9v^b7aC68ceF-?;Z@
znI!Whyi8bm9k{OfG%F+|7N0bJFxXJV`F88Oxy>yGU(Q^Va16dYFu<Z4!gsZ}a3h+l
zXr0}Cnu$$w(jIC1E*=lLMR?qn$$UYqc5}JTGn0eTVPCS45|*5_7V+F-5=?sO*@<(q
z#|#e~t~NP&AbRa(m-KAW-t*1kEL$CI6Rvk{d0_KlP1KD|nR7O{vXCRME2Wj+*;ef7
zQr6NTcoijc?rrzmV@5I4%J!GJeqhLXSAytaF<JuCiA=qO2-LS!eL;y*zoy&!b1z=5
zM#Wv{O0jZNK3x1>!V>XPTcG31;Q7R(qt;a~N}SHo+zD&j;x%$V&3k`nq7;;!adk)6
zXP>iuN-unPKk=^Pd3Jm@{N;<arx@etllI?oYxmLO*4{T+5!m#UeBsFlRzlf`oVOH8
z%QoahfSr%y9j#=VLP=bG@}>Od{57}BoaWrN<==qB*60}Q&DTA*m#gJS%JE|U+!i4g
z$xlfP44m9TCOGF?iHdbLQVHBrR<0L6>?ond-rT}=r~P4*MC1GVJbD?6gQuL<c4X_N
zVzfv1gmSlsiFWuz+QjTB-*=~b>^8R@y1|peJj#ueKkTHufj0Mv>sqVhXILx6u3H+M
zV0WjUJa%2%K!K(6oMl+UHh~XCZaQhn=3K5{hHUR1&vz{0#^aA%DJlrBku#RAn3<M-
zcyCh%?qg^yd+(Y{2S_}bW2yE-@2Xs;-yf}>OkwLhMYkiR_3T!GaGw{)o*0?>Z@ea@
zYM&f8p#JGwuG0f^`|8g&IU_Qr($5<{eU27V)nuGWIb)qC+7qCfnOa;&+oELCb+GKT
z^?|bHf%c<&Yvmqn{lZM;`T9LTuGrY@6zzwHK1o`$9vz7Sk7e$@aQryzScK~`VrsiF
z?6_gbH<olNuT@N-Yk1fZNpLAKy(Y6hYtZ?~24j6exx3!|$0>Hx-*3;P#I|0ay>@=s
zPy)}ze5*jlr@7`$o$+v66}coZcHbE4WB<5$SE32w(>4FgWo&8Wi8qt&bE(^Z_Fp_H
z#5XZM*;32%<Get%UDHg~oCYe@KS}0s>|{^XVA&x>wCvNj)xFnd(jSQ&?7Eb2?U?0h
z1^xb`A%0sox)d9yf9h`7d~1Jv?3omSIX1azCr!QT7P~#wIdP}Z_MQ(D;%f%vtelSx
zjwiB9@olq8^iUdnQB-|#XZs03ksg9ykrP)=dnK_rtjO8tp|t^4yBXQyZK2P&h2Bb}
zjdpY`cOjdKQC&o^jq^q4l$!prus{LR;enm5g4=Jl#YG*ee<nAcN~I|{yQ96x(pvXf
zR|!Gc<FvkATlwMZYAqM!&xJ*O_jGx2b9^I8UGuU<L-sTKZSSfsE2@PEmCi-RW%zQQ
zB%fUS^Q_uXz_;<~!!$RyPXyuhyd|8!t3NiqefA$0X5nxE6bJzTZ;!*T#$z#f+@Amo
z6f^Mb|D3_&e}{6Qn8EAsf6fs91hAl(VRss=(f-Pgi2ofg^qWTkKtb?n5Wls^Bar^Y
z5dG$n|HND@^2pRbaZigp%De-=JU<GS1RU@cJRD{T51!%x3&pSq76hMQmz?^=TXt28
zyg%U`ztfWbggX7<QCD6f2*FuuieF(M^HCRYl!tWglW=EeXYcdct#p-sA9Aa%?v_FS
z6BDc#F9{a`2Y=#4z`=Y(2_8=dq(!*b7W6`-$Ksp5zv4gOIs(C6RMbKQ2#Wdt03vd|
AF8}}l

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-reg.xml
new file mode 100644
index 00000000..421824ba
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-reg.xml
@@ -0,0 +1,70 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-011-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='229'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='304'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='360'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='463'/>
+         <instruction instr-id='479'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='582'/>
+         <instruction instr-id='598'/>
+         <instruction instr-id='642'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='700'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='760'/>
+         <instruction instr-id='760' subinstr-id='2'/>
+         <instruction instr-id='776'/>
+         <instruction instr-id='820'/>
+         <instruction instr-id='820' subinstr-id='2'/>
+         <instruction instr-id='820' subinstr-id='4'/>
+         <instruction instr-id='820' subinstr-id='6'/>
+         <instruction instr-id='820' subinstr-id='8'/>
+         <instruction instr-id='820' subinstr-id='10'/>
+         <instruction instr-id='820' subinstr-id='12'/>
+         <instruction instr-id='836'/>
+         <instruction instr-id='879'/>
+         <instruction instr-id='895'/>
+         <instruction instr-id='939' subinstr-id='0'/>
+         <instruction instr-id='939' subinstr-id='2'/>
+         <instruction instr-id='939' subinstr-id='4'/>
+         <instruction instr-id='939' subinstr-id='6'/>
+         <instruction instr-id='939' subinstr-id='8'/>
+         <bounding-box x1='85' y1='159' x2='510' y2='512'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='182'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='412'/>
+         <instruction instr-id='416'/>
+         <instruction instr-id='432'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='476' subinstr-id='2'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='496'/>
+         <instruction instr-id='539'/>
+         <instruction instr-id='555'/>
+         <bounding-box x1='85' y1='422' x2='510' y2='597'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-str.xml
new file mode 100644
index 00000000..fa833e10
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a-str.xml
@@ -0,0 +1,226 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-011-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='85' y1='500' x2='135' y2='512'/>
+            <content>Program</content>
+            <instruction instr-id='229' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='85' y1='471' x2='183' y2='483'/>
+            <content>Performance.gov</content>
+            <instruction instr-id='288' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='85' y1='428' x2='392' y2='456'/>
+            <content>Federal Risk Authorization and Management Program
+(FedRAMP)</content>
+            <instruction instr-id='330' subinstr-id='-1'/>
+            <instruction instr-id='344' subinstr-id='0'/>
+            <instruction instr-id='344' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='85' y1='401' x2='386' y2='413'/>
+            <content>Federal Cloud Computing/Data Center Consolidation</content>
+            <instruction instr-id='404' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='85' y1='374' x2='162' y2='386'/>
+            <content>IT Dashboard</content>
+            <instruction instr-id='463' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='85' y1='347' x2='136' y2='359'/>
+            <content>Data.gov</content>
+            <instruction instr-id='522' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='85' y1='321' x2='201' y2='333'/>
+            <content>Challenges Platform</content>
+            <instruction instr-id='582' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='85' y1='294' x2='318' y2='306'/>
+            <content>Citizen Engagement Platform (Apps.gov)</content>
+            <instruction instr-id='642' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='85' y1='267' x2='195' y2='279'/>
+            <content>USASpending.gov*</content>
+            <instruction instr-id='700' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='85' y1='240' x2='245' y2='252'/>
+            <content>Small Business Dashboard*</content>
+            <instruction instr-id='760' subinstr-id='0'/>
+            <instruction instr-id='760' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='85' y1='213' x2='369' y2='225'/>
+            <content>FFATA Subawards Reporting System Assistance*</content>
+            <instruction instr-id='820' subinstr-id='0'/>
+            <instruction instr-id='820' subinstr-id='2'/>
+            <instruction instr-id='820' subinstr-id='4'/>
+            <instruction instr-id='820' subinstr-id='6'/>
+            <instruction instr-id='820' subinstr-id='8'/>
+            <instruction instr-id='820' subinstr-id='10'/>
+            <instruction instr-id='820' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='85' y1='186' x2='114' y2='198'/>
+            <content>Total</content>
+            <instruction instr-id='879' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='469' y1='186' x2='492' y2='198'/>
+            <content>$8M</content>
+            <instruction instr-id='895' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='469' y1='213' x2='509' y2='225'/>
+            <content>$2.88M</content>
+            <instruction instr-id='836' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='469' y1='240' x2='502' y2='252'/>
+            <content>$0.1M</content>
+            <instruction instr-id='776' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='469' y1='267' x2='502' y2='279'/>
+            <content>$1.2M</content>
+            <instruction instr-id='716' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='469' y1='294' x2='482' y2='306'/>
+            <content>$0</content>
+            <instruction instr-id='658' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='469' y1='321' x2='482' y2='333'/>
+            <content>$0</content>
+            <instruction instr-id='598' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='469' y1='347' x2='502' y2='359'/>
+            <content>$0.9M</content>
+            <instruction instr-id='538' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='469' y1='374' x2='509' y2='386'/>
+            <content>$1.06M</content>
+            <instruction instr-id='479' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='469' y1='401' x2='509' y2='413'/>
+            <content>$0.44M</content>
+            <instruction instr-id='420' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='469' y1='428' x2='502' y2='440'/>
+            <content>$0.3M</content>
+            <instruction instr-id='360' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='469' y1='471' x2='502' y2='483'/>
+            <content>$1.1M</content>
+            <instruction instr-id='304' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='469' y1='500' x2='510' y2='512'/>
+            <content>Budget</content>
+            <instruction instr-id='245' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0'>
+            <bounding-box x1='85' y1='159' x2='406' y2='169'/>
+            <content>*Funded by OCSIT, managed by GSA Office of Government-wide Policy</content>
+            <instruction instr-id='939' subinstr-id='0'/>
+            <instruction instr-id='939' subinstr-id='2'/>
+            <instruction instr-id='939' subinstr-id='4'/>
+            <instruction instr-id='939' subinstr-id='6'/>
+            <instruction instr-id='939' subinstr-id='8'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='85' y1='585' x2='135' y2='597'/>
+            <content>Program</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='85' y1='556' x2='224' y2='568'/>
+            <content>Contact Center Services</content>
+            <instruction instr-id='243' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='85' y1='529' x2='377' y2='541'/>
+            <content>Printed Publications Services and Citizen Outreach</content>
+            <instruction instr-id='285' subinstr-id='-1'/>
+            <instruction instr-id='289' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='85' y1='502' x2='441' y2='514'/>
+            <content>Web Management and Content (USA.gov &amp; GobiernoUSA.gov)</content>
+
+            <instruction instr-id='349' subinstr-id='-1'/>
+            <instruction instr-id='352' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='85' y1='476' x2='382' y2='488'/>
+            <content>Center for Excellence in Digital Government (CEDG)</content>
+            <instruction instr-id='412' subinstr-id='-1'/>
+            <instruction instr-id='416' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='85' y1='449' x2='371' y2='461'/>
+            <content>Information Technology Services Solutions (ITSS)</content>
+            <instruction instr-id='476' subinstr-id='0'/>
+            <instruction instr-id='476' subinstr-id='2'/>
+            <instruction instr-id='480' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='85' y1='422' x2='114' y2='434'/>
+            <content>Total</content>
+            <instruction instr-id='539' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='469' y1='585' x2='510' y2='597'/>
+            <content>Budget</content>
+            <instruction instr-id='198' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='469' y1='556' x2='502' y2='568'/>
+            <content>$8.6M</content>
+            <instruction instr-id='259' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='469' y1='529' x2='502' y2='541'/>
+            <content>$3.9M</content>
+            <instruction instr-id='305' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='469' y1='503' x2='502' y2='515'/>
+            <content>$6.1M</content>
+            <instruction instr-id='368' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='469' y1='476' x2='502' y2='488'/>
+            <content>$4.6M</content>
+            <instruction instr-id='432' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='469' y1='449' x2='509' y2='461'/>
+            <content>$10.8M</content>
+            <instruction instr-id='496' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='469' y1='422' x2='499' y2='434'/>
+            <content>$34M</content>
+            <instruction instr-id='555' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..bd3d80c275874716c1db242cad55abb44f6e9e2a
GIT binary patch
literal 52124
zcmeFa1ymf%);2u2y98%&ml*~IcXxMpcMTE<7TkhcLI@HxBxpj=;I4t-gb)HD5IltB
zpCKo5@44r`_mlO#@4wa=);#@8b#-;su3g=GSMO?=G-c(vK->^arvAN@5=?#|FVMr<
z8B<i0N7c^V!PgNe087#4k#}<Swetq@$h%tk+R574c-Y#Bi(~rudfQpKVFng78k)IM
zDNsXGryQkF8smuXD^fFRp3<+bjO>k!CEmT!PdmuuwV9GYNKx^sX#SKrIQX=Xs2m-`
z_z^u#1-=q(1t#7^8KPX!oqKq?cl1-kbt`LT$}uTuDtZ-YFyryHDfz!R_@DWYzYr<E
z!LG8B+kSED%h%N>Rp=tfR#(~LyEs)~mI>|G-O0mI(kgS0<VG;=ioeHs+JP!zBdt|~
z+fOo8CC9NYnYv4erqbKe!^m7QSFgUPW5JgBxJUH9=|`7F8B%pcj6ugZhL&_m3zP6o
zhGO;zz`C}4r8w@>9Kt#i8b4Y8BIo^Hr0CWpESIU^Wfi0$s(^ceDJLYi0LeO>f{oiM
zc3X<fdmt_xK6ch!j2!EJo1D{(S2`nnpH<y^5TPF#4uu}go-l4N(aftb)pInyU)+{u
zwK5nrR$6cM$4SPg2QgDdX>VzMSQ9Vti)wjVH>!;U@)UVY3;tAJk{D2vLSBr)nYqU-
zXdSke<I|k&m%H17q&uC69_1*p{FYh8ZcS2jXph{Dj=i)$!9RbuNtsSu$g3h>0jyGz
zj5+?c&`!&)$PVB)0LWx<nd8jS^&C)CkM<_JZSgb(-$xRMj=-wufy^Tk!-UQk7H^rs
zkCE<1my!@mEe<i7@U0IqJ!c4+B@}j)0-#BKUZ_Vl6n!m)FC@#>YqsMEEEMaF3!AIi
z!`U3tl#PaxIhiL;MhRrz{ji&*A|+OLM1T7RHs^8>!s{rtHbq89;jAkBhp%;e?#iJ8
zNz&YQ=MLLhQDrbu7F)vS7@j^!NH0v*t#8+_aCzcNjkc)A>y~SoJam^YVkpjEJ_gXG
z>3U{RGjtwemuy|-O-0aEGbANjJ@hr#i?L=%*N(m65z)IPpMLYuFE3aolG6;zES^0L
zeU0?GDT(@pw8v`L$MKW%so@8-1*=EP0RbPL8!uiijt0N@9Cvl=8|2058@#Z?X{_T#
ziPes=B9~iU8yd07<0E1rn+?GqdUx<@t2(aUc9rXQw0?X!mGSNKn^6<muxA&;ldCU|
zTzx-coh>&oS2@lJJ~udjr`ZpwiN5PvaV1=Zj8dMbIHkZuW!AhG)Uoy8FpC!Lfg`;u
z%1NWW3o&&*txr~-gI1+KyAt{aMun6Tp{?AFimG>#N0YpcFGmwg;&EfKKHz!@F>w;@
zD;5$<dW;u3HAk{aE1ZcEM`=Og?aLhGwHjmI8r*KXKZVKcmgs3joJdD2d7vb6`~W7)
z$~omFf+)6mdA^#rY!kF<mybJ$pMvopO6%)DpCt6MjYm<lXQCjTx*Mx@rOIy3I1F>2
zVWVP_`64@GGi*OC!RX%u`iNpu5%vkZ2krzuWT1{GyL+@$piSYEtfr>7T{fB4X@PG1
zVapRGsphf<<>@Qe`_5F*@y{;n3xFg)K`a}FLfS<C77(;?a!8qYPQ`BDQ;w-QqJ_L!
ziyV9ACiZAC#)NEr3z>WhorJlh%P<1F9X}DDPSh})!=_jkaNP6(N_g}(Qiq)_Z#UzU
z?E8{Rh6HwB9?yKDtROv4TEb|fux?s77u&;?i4b?*8=HQ0!RjB-&b7BsQKf-m=_Vn)
zIodar%a2~LDdkBq8vOwWmvKURX=y~3oa2?%^QgD;U-UOP+*W0zo>9+*La60WEV-(A
zD3K)gdgyI(Jvqxc8$<P`EKV;cZws)f%IGfaS{0boZf<nx9~~T|4ZYDP9X6E+8Vg+3
zivo!ZwA08*nc`7R;FKgw2Fzvx8%K1>@~csZ)XrVP0=%`!jt8g_qUNwzV&mea*m88A
zX87~RxVq$+g1jU_bT{7vLb}B#M6q7h67;%Mw1JH7cvHWa)bvkp9EAu^9P%d9bq}$s
z6hasYH>`^moId+1*N;&ya|Y*Ca5{Z*$u`3F;A8CcL?|?0rD2UouQn;USAYbK4W5dY
zdq#8Cq5UR;P5?ss?h#dF<#dyE3|Dw4?;U;8aoKl@WX0~=&Ww;qIlKAnCA|yQUSw5t
z`K<OAFZQVv*+aJ8or^+ltD<AGdE!eF(wk1Gy732*co5{55>`^NGNKGt#2Phs>aos+
zhI`F-nS;0N27Gaq5S{EO6FH=`vAh$hdJ<K6msa;F7-pjd46F?kkwO)$n%E^p?SaZ<
zN_QKcXs1R#psElZ$Br^7*^Q1<>d!!_Y;Ul_QVb2Zbc~M%?iGc%bx-Ii^Bo)%Mp^OT
zD?6tUGvbm5=VJx0htaicl2Gyal<C@QvIy#&KH!yN^g%jT$(E{6zuj4wA{i6_YAjSM
z@`=VeBeQ4Td4{FJ%B-FpCR1Lt2*Ds;>v>aW5`=n7eBz+>(_M#M#1F*V15`{zhy|ET
z^2=6nX-F#AjyW7)-_Pq(?sGUz;XbZ%n^7XqkM}bD@uKcJI!ZGcblvZUl6!a$_QZUA
ztHj+eN2g%AsMJ4Zt2H9?NHjE>cmnU3$+qQY$uZMC;D^ml`idSO&duQ$MdewyN5hYC
zsJroGoX83BAQ1HI+r26GpK98JTZnu%*Nx9{GAxLFvKJq3)*Z)-4Us_?m=4Vh2uem|
zbE?3;B;@ae;-9>km6XY$_i;5VVwfVvO>7rAT(Wdr6Mg4}vd|-)aU~0Ylmr^A3szr-
zmm?oXXr3WpAC<LF^dxx7fJvgB$=DZoF5N!1Lh{u-WGPaf7V7e^Z#ADjqfqtraXIaL
zgJGsb+}C6EDIPqXpRMfSdNES8m;7$I=#9naO1wPnPn9X2p`}(qQ+!NZq3am!whP_S
z7=*K2Pr8a|rXTqBkgFz9TVqel#Wt?Ya3L7KUl?{}P*E)4M2YhFv{FCN93wVi$3wWT
zwT@C@_loh6KQiO%Z?7H1q^E94axzt*BZ>wRcf40R($hG-dIY_A|N2ZqoDclzZHnve
zFi%M3(}Q-b)7RVWmku7QwWcr5>Yg=sbezqNd4z_}&uka3`dj(;>xDS&7wLT3L2DY_
zuQVsmUj|*x9qW9J%dV{z2>Y~h%CfQ~By`!cO&jDnPg}S5`s%pRfZ3j>tv@W}^Fjht
z{OB1`cFJ?Vt*JVS(QNau?Vhw{g|jbKCnv*DnuW8zTOE<&mwcD=^P98Fw}ig!cZ{2T
z=}-FhJk0JmDZlvgYP{p%YR_b?`b2`5=FrE^-S!XL3C7^|7Tn5$Z^3;05X?W)`1t;0
zjPXJKBWujWEs?R`NIa2l4&8`=Hj5-tTQ+7_X!+Pb)K{-jmhp71Ia@5`eBa-dWr^-#
zK$%CtK**lj`2GcbLezjVB6<YkSPDLV!yQRFL^ecvayfjukrW1P;%}<xw^9?W(_|l~
zBI1HRn&>T0^Uc#jgCn_?)dM>8K5pxboA8T4mDY3!*S_t0c+4!eJQ@gF#0=rql|40q
zn#?HTpOr)Dx7%ve*U%D`r#^Ir-_ewBgBtteDwlqGh|5ZFpXb0MV5aSDoIv7zZC)-h
zCkda2$94WZO^6~m4;Ms7$^~)v&#c~5(z-_qFd33zFzlnTHs8zrOqW#R+IxDb8Ij7q
z(V&ZPqDQvFj`DB}WMTKo)&0c{V)5x`5`22j03z|aS#G(9r&z!-L~_)T*KPsy7BY#s
z&2gU*yE5--RrYme(_88(tMIqq0UxoF+GlW#9uXUJKF|btU`fccuTdoR({JYKc=U%P
zKTTiSy^a15JY}uKmJl+hNm`&6Q$q&)n4R=O5|kI3n1kM4?lx6wuf;r0Of(fdC5o?Y
z_#i8iqh(yLG>danl{d@oE^6D<)2i*))HxB(W$nXcz_O><Zm)Fl-w!-<jx31`Cq0RE
z=cc)Mzd!Ki^LT)X0Z^13S#US?5;Z^3sxvOUO412&?81<Cy3`NpZC!V}9>qCt10e7v
zdijec$?>NO1u?Cs`Kj%IEEK}qG#EGKxyr24_XxQ=jR?Kns)xDhw$OLYhnMlKY<pvm
zC=ozJ7+rgcRm{)!8l|QD*8A|?d6O8HlQcb@%DiZ+5vkC!a}i_$c1C=3Z2Lq=7VPRy
z_Q=68z(?qs{at!WMq&I<4Gewo10as;8~08)6WcMYK1=`^sYx;Agy)1G$V6BhmW_XS
zD$wK)t!=p1c*uF5-PP@R?8IDO>#&Jzvp^HHDYmANWx%I6?6XS8;eo<{M$zY3l>qUx
ziAagVwaEOA<Dk<ylhv;`J-)Pdh+Mw?Sp4->hs0-{Z!_XP+ex&oUuCwxZYo3?n4h<g
zzc@zQ%k=m<4(%<UE)Lyrx$&CE{3>()TYAT*6};ycN$(nYUK~Au7JrMDaOpTGL|Zxk
ziYG35vHRrKx4L4A7a#cWZgu#D#hOOg%A`q-rOJ>2jP3`=N7HeRhq3a<;yHPkYFTOu
zM|f&lIma17vMA1SJC%n?cTBiGE@|D8$W0sV>9Jj+6;)VVw(ya&FdC>}u_5ToK9&?4
zR=l8}Cj!s-jPBAfzHz!W&vGN(3!D^d3(ciz76H)L(0fd%Xg4g-;`BxO3M4s1`p1NA
z6Jp&9<5XT}E_a_BJSX~qd!p^V{H*?2P`g@Dn-|hs`V2~27hcK`UUEt?`_F+(EdItK
zMzJw3<bltG)I|OJHU~lPB-9n5JJg9RJ%e9?T^GfRi_1H=W5T=(uvubxY5Rt9DpVn4
zcUuU3C|jQj++GX=Q-wdFBMy>n%~sU`7c9L$X5QK36e8QB^-bPf*OJ!08zDzNSA(2|
zsD$7=<8wML(~Z;RUm$(V;H~Uri@15eZpStdLaExvmP_5sN2o#MeU~|u@T@EY!gQIj
zX)8>_w7G<1pF>3IR@|_JQ`YE*#HrSIxZ=sX!h#_ml$sdq$P<k$jhb=HskCVmh)t_0
zadW=)wWCNohInn>y_X3oERkWNG0(|WJbHD~MdwvI=avLaJas#bIelI`Iwrg-ee0_%
zpAnWmHc(XQRNQ$>aE0@N8tO~8V}H<)Odr@nyG}6|IwdP@<hCtxqhVrn;FKUxd9j?&
zdJv&Y+I04Vq^pv9W19mfCTX9=*;q44AU*xodMGO|-&Rr!lnmGYkW*=!?rzga#rQS|
zU;5RT)D{V$-Vm9?W|8`I1<3^(@)4|?StO9|WE~*6$3#pRH-I$!W@J8Rx^Xa@w*Q@h
z>7r3Zr5$pHc%u=Z?<i#=ZuuHrE)_HS)*#tL5m~-$FVctB#a6dR$jWRxqgkP)_1q(&
zZ${4FMG$S48n!(dtC5n3P|eRt4@9p}c9UKv780xt!fj#Rs~6|&dT=9U&|ErZ@OcLU
z)1f%=`Wwfr+Z3rP;cun~Cm|;4@{y26f({PZpu$|jHDf{36=pU`+Z_BH3hUI@xE!ml
zmY?n#7ckj+g!^UQU?wW5M{bLrrNm9bvy{38rs}J2!0xMWNjwvIVk?}-0IvIl9n;Mf
zF{z!Z;J9hK*e{1^PyO=Ja)F?Q_M=*Ic9tl6L_1dFK#iJ!ZpyBT?PVykvDohYXuISA
z`Z3084EL?$kh`n^j71Uh2~{P82C6IxXFgYBK`PPhI-v~d*hgOetUHSL8|xiW6R~6-
zQV4_hM5Ay~AQ+}dO3vNVA2zxBpZW?vEmUPLA!{PSqJQe&yv<&cm?`tD6YwhJ$-)u0
z2FvAi;L`@$3CjmwWAbd#DP||P)1>8>#>H?R8oxwimyO2bt-%W#H*0x&Gu|I<>cK-?
zu>_pWBqszmIgxskUKA=q0G;OtpRcAe?46D1domWIJtR8sk0q6(QyS!{^F=rq@m!L;
zKz^r+<atfs7@0{NtS?jp@`=6CLkg9A5DKw4$!rB!1$q{a9?}EKcaalggd_AKNR*>U
z3|+U=7S!2dGYN7c*>6;E4^S{-$eCsAnyHsTnWqU(NyK^O$x9hs6+DkHVs<6h&}tm<
zxuh{aa3Hcnd69@QZ9UURDZ3WGF5JghUh7Nfuhiffb?d+Pii*#rU_s*WUTP?$Jg4<`
zJNAuG$^*;8T(#h>3B3&UR)GmVryIJNrG=XUbSk1Kb|pfG(E^RNs6daFH_4b+Rn3LR
zqfMLdfmeV9(L8F^vPitV{a)UShk@8pt~VnyxVu^%#xAN$KP(3yR>v`WeoTCtlCbA@
z{O<kRhr@vYdiuVWfcE8m-o3|$x~4wcZ(YjRu+%a)I|yQN?96wuReJKcBT@)HV#V>z
z7A3s8$<yL5aZ+33ut+Kz)mpvQ!^_EeGod=Ij{m;E2tqq8!;oS@eRz!kl!zxirYAL&
zhLcbJU6FEy8wQxH7_+ZpSl&=GU5zNmNxD_`Mq@-*=R%a-c(%85yB7&1r+DM^Jhla>
z!nEpM7G`y)vaaT1FB4RC$<SO{rIt|BCVE#K7KP9Tesb#WFw5s1hq9sxgQV5SgT(vE
zR>gpPohO<FsZxn1e%RK?`j)9<Vp{0u)nHi+EmXFlJOBz|9|BV3rBh!bH&nxj<L&!Y
zJ)5Dtsqo4e-#2_Dl6s4gvr(vs4xjYa22pqy=yBhkjYe(B=%e6c7f(A2MHLLReP*jg
zrpXt4^C}YCqg<uv&U9qElIVx*h>|pif=u%9rKC7h+xCiyKHAZSG4@oZ`Zcm)R7+2;
zg_}8jPF1#fdqG0%oynFFPSvAT;3S=?PRMop@6MhS83kqe75nuV;IMCF=MM|t6HLnt
z_tyBpa${(|DO-xYwYWW&uOUmMdLZwN_MHqP`1H<@CZYUO1P0(^noqoKc>_I|dY!#_
z4XB@ZjVT5mFhj@$^XrZ8wk&eWDUBZJ^-w78^SF+E6h0b~)t5MO-WwErpn|h7CnZY7
zym`gQlpTAB4gJVsbHl|q&5RVU%RB8EZrA$-yD)V9m)zJwFT2W+`3fEnWz>c2Sl{0|
zzqBW<s>w52I>H=S(+OP-CMz$+0QtfD(pRs*(a6K}Au3b95v)1b>^f;oBhDkX^i?)x
zX~twDs=1MB_m-g&3(&&t{>uw;`IzF}mAC6w@l;XeNJ9=0_Er}=o$dJPM>YE)3vtyq
zj7QpPtL~FTJ+J4~4w;OdW^zQipEIrHRPLLyTQ)hXsHo0q_>>t5m126Ld6|gLh)WGn
zg@yOx(keqAt-iW?7@!Xg(F>186=($b&~qSE<LYU*_RN(BKm$e-@Ha!FMskTJQ~2tV
z!wLp4$y&49lMZF<gDLf=o`N1GY=3@;j0|>OX<EiZ5OT{zzAMJV0t}=e&Dkt9p)4=8
za?znA!!A%WoGp^58rU+sHCwNTG$=hQE39toH&q#C#~K+M&Sftze31`*#^5+N(E7mF
z@<n?85g;TIIHRmHUVvR7Bs6U3;B3?vUri!4(w0XnlO6i8TbeyT5Y=`@IIwTWc_UY~
zy1*e3<g!Ly{xHJ9xhHb{iBr`UxxwH=Q60XJmupjs3XN#U`fK0TdGjL1Ja>3M=QX#t
zFDx@YQwa7l`5b{ue&XIJayJ61d($ib^WFG6H>bmtYd1J#j3*{kK3&FUuoanSEWZ{M
z*S>vohm$;Q6hd9f_l58&RZ5bt{f1_Mwgd89sCvJuH8y@1x><}Yvo1sSV_rj|Y$LZ>
z)3-$ip5#O~sZH%OAznsimOxKt3%`E6rccATw2xwI<HcXzj>*_lwcSE$>uYwa$U2`R
zBsB;CC&aRd75b3Q6^;p|`Q2)cq+tz+H;cicU|aT$!U3msWL>3BXC2LW>%FzJdpSh6
zF=B+IBP52yT8TptGhts#%2F$>lBUfUGJ6o8DnMoLK#$8&K=)zA<m`rRM{TFEj5NC(
z_IuEYeV8>;52sUMSAgDY#3*UG_EL>gccLTkz7aUS--~i}KTA63@^mtKd9)jAai7cZ
z9tWvb2*+akSlp46d$a<#Moi?&2coGg93?I<qcoCEqfrAgIybx#l{Iw!MS#5Ag|Oq0
z<0D44%cqF9Fw0v$9*I9Fxvx}>frhGrZoGF`TGU~y9k{<TV_MJWGku?qRiTEO$1m=|
z+;a+~A!Jf}!%BZkjPioZh@$zVpeJ>gjOK;rU;D496y;C*!SPt45b8$8dW07m@7xum
zX<LIFCPQpn+>edlB2v;vbd-W_bRQT96y#daZ%w}*Hdm2~wpm+FvQpUrKI?pfcsZiV
z-vM#9boK9{0C6tyqUKdrFSJqww>A|cYJGW&_HE50;_jSfw$}ZG4wQ}i7hI`XdL1aj
z-yW`poG(@Cl)v!aQEt90f0lCVWc%y8jg)4d7u#kY?XzEVUFte6XU@34esmB&PVo3P
zQ2b>$T0xvbqDAQHBai5TNpOm|&uIeBO32=^3{T;u>^G013#^l59*LvZJXfvHkKd<U
zZSJ)fe;MDg`SzvnNTdBKn)bOx$7aCTYRLSUfx{;}C{63p#)3%QxB1h|j;p=ly7)<p
z_OISw-n}*_=?MNjwjJvse(UJ*{ELfEv>m5!Zw$z+#&?_@W*^sm`!W_ld%oClb<D6(
zcc=F0S3FvuSEGM&+pqm`xZlnv#0UD}w?laU<hMgW|B2sTV>Ftwq)1``3>k=R2M|Ir
z*{qkf7Ilhi8+w^?ZM!)s1qOYIv#?{6`=_TTri*;f7%6)ZCNOIi>u)?|VT_8>r^1Iu
zg(J1@6$AD#Fp$wwPy1>OSE|^beMtVG?og6e<~Cn-7IyOfY9*L^l?7rQwNd;{EhVzX
zBrowTLQ>QW206+Zl0DO%Z%QeHTL{=XeS<)h!>F}ct2GEOJ#s<?ownSRraWqY*Rtn!
zqj|ABcrNZv2PjbJo;$nEOH)#(OtKsaLBQb+@i`<UW6wdM_#V?CBh%)72D1U5nK5fX
zwX|`o{ph?JdP|~g`GsLqUI*$%f%D6rc5{ii#F=%br}9kmrUKkK)2vx{n~hu{N6bT<
zp@x&B9;MrQQIwPqbz73M<I1{$zDqu3MAZ9>yS?uWqmb~eMl^@?6F)I-v~+QmfuxZ=
zPI3cMqud<U4Qj;lJS&~&n?DpeITPv>AH-8@>atC~F=L~jM8F{dp-&39HrJkhz8CS*
zGzK~$W14TMcjaHTpQ#+ePU`hI(RQaKc~@{|%Z{Xhovf2#4&mZGumyvA7L%;9MV(&B
z68Y@T0J^24Oim&LcBK(1)$Pv$Z-w(Aw{uCRoYljd`W`p(7NM6ZZ=N9~NnxQ9lXb6d
zN=Ei4h@h9;VZzYrmTgJ>M6-c>Yx-Uwy`Hs$D!T@&l$o|Sbl!x0e_GNr{6;n&^MT~;
z@?kX3-I;SN2ZZfGrl`1%6ZH0YYlIb9uYA-1?o>8GZI*EPPG_6G;b(ErdK6Js8SX8P
zYI&l)T|t{aCD$t*&zvd!IAKIdfi2U}{+!a)?W5cB2IN(nOpbonTs8()6Zh&XX69Fm
z3yZnP&kP23J(j<2o|%6UzZk)~)$(=hb+Pc-j?XrC=+^v~9=vZ?*}k7oJ$PPx+sqC-
zZypal)o921`26hfD#i3`Kg+vKXxQ;^@l}+>*X>)YnI5AZo?GKQXDiQ7PHtT(i+){f
zUbzLmxcn&oE%I{pVu}am%x^#V7<$n0@oh)z`DMpf-%o?Z9p_S>e%VV;DOZTa$==U6
zSl1e8OUS0ZrQaajL`Oz37sKu@+ymz0u-FDaC%Yw*pWg0zYFS|K)8Hd41}uf1mu(^u
zk=?Fa!x^D(&n^(sdPTHC^GH6eEBYB%TW}~!91ax)ss3qC;fMAsnn4Z85YT=m;~V;9
z(U0+>czs7Z1tU^=@-aRQg13vOUuua{@>p_<7HpS4fiT2gjFi-M?umqkmfgdbq!MZ*
zbr1Bu=>b+BWWAL-TGqedE7hl?>4hzP#72%d)GC9=F2t9XoZV8<lR3&DZOO!#kNZ*0
z(yP+qj29(#tR|f>jbk#j4wH__oI1Lu;eFYIb=D`EqzX^I`1&GK40sAqiql`v36YIA
z_^xY3fUs1h`qot}?~(J1k>S-8_f4a4a+{bkvM5|Yo+&nLt_ONgB8ud8Im#CK=IS_w
z#<11Ae}eF?_k?DHc`O#M0m-HB5}#jcC2FY^xfe(MIps!)W_-c?p<kz*zj-7TQiqec
zMe2HFNC<C1n<6OA-b#Ldy#$X>Qixta^0RrfAN5Nv&w-pHniluG<Sw4+0!c>IPqCp@
z!L40av73>J1#jv<q<kI=#+WH1tTwU9qb*kLlj#&0XDKJcc4t7)5Fn>bDaQw*S9+SP
z^H({~x)k}K+kP5&BqWIPVaHQzY`ZC2Nmc99S}thLg%0&>kW)j$L4f_OmeLsJD$%<S
zUsT6+XGREjkXGe$gPmQ_W~f*JO_il_R=iMc$RsE#pfrL}Iz31j2m1&`emV-h2Sm9>
z4+?nw$o@+b(F7IP&n&z#tNkXuk(wzgugObK0-H~m9wVP7T?3yVQrL1b*$2v!^@DHw
zKf=}Oi@WoMLa!RyHD2o4g{REm*ra?O&@)_)_P}*=mlECLossm7aepSmOI<=2{FmTC
z-NY+^<w1KSEi_!4%ut`s77e<r?0_bqBd<>?i>23MNRBm&QFc(?L)1TXDmsqnREd#9
zl2;T}iY)j7OPek{95aFfxGTA|y1{19ceAGsJ$p%b?`box$NO6tAL5a}$vBx!>ZT7S
z5c@v5Q;@5Ushd|qUSDY~Qp_Ersolg^O*E{2FTw!?L^@q-!_Ew}f;><Pg;Jk0O*<$1
ztNPF<yJW7Pk_H(GbBOh`&ssVyo(io8Y2FNN1^DJA0RnX*)rp;XdL?RPV|u0uDLaXD
z+%eoRlahDxQPFfp(x=fBbjnWX^S6yxvZ{vG!fTgax$2#=<AFX}BY8=>ztVSl=S(L*
z*r0S56MB!;bf%G3;7<K3lF+rP@&qFR)s#H?Vb7kH288HuM07LYYC-pK6Mw3H0vZ+3
z+)kA=7VUGR?jgf+$)d+rOeLjk)r@;I9)n9vySeoX`AX-L`Wr?^v5jx}<D556)84~O
z*g5^J3cAPIa}r!e&s?CoFBR{{2=j;V+XV=rQf~`XD^o4KruZ20boz6J&MGKWrd-*k
zH?P$6j%(4~`J-g-%TFE|;4`<?!abT+@dDD1h*^rMm4}N>uNE!oc?8S9R9_vOt~^9<
zGy5dx&D8;oDTAJAtf}pi>$F+iG*CXH9~XJ3L!ebWwN6qS7p&T#yzlmwCWFahY(_}P
z#9T*b`;E+8Tq8bySM~kXJTWa24i!`ZsG8Y6!r6sem1afX3;MS^-o209@|)Opt(mK4
zYr9v|{mg9#+q6py{WRo+D-Sh0y~a+}USYP9qL1U(z9_QKz<92@ae4H97nJeTTXKD|
zf@5<s5L5uz9eNOT<$3u&(`EFziOIp2p=^}8EGoCIBYKpbq4g&uqPt{gLw@E0r&?2v
zk89T=RKJ8^7B$ZqAH*NpzgU=b?$Vi?Dnl8kG}1W`rjAVZp`6n@h!6K*4>X&G`aKFS
z8uir~PjHoO598`KZe_{1<D((Im0YzS^DHx?St^T0?MO-d=8O$z35Ffrae>%3@}4L8
zU30yeK0E;<8x|I)Lq7Reo&ojE0WqJpskFFm`7vkhFNMcll~>-H)9BM8xNKtP?$e#)
z6D_}8;|VHz9|U`vUBww*Ma3%fDsECZ@3s>9TOnAQ9W}$VrO16B%K1UX@kn`jf7R8Q
zR^8ow)EP|InK1F$wD2qEt-NZfWRktyM<lna<{sUQe1{_7h{q*SYNYcB(B^>`?Mjcf
z<|?Mc!FQjx7DLGAzW3ZBRwk_no33>4<l>xX=zVYbx#Q@<WU2m1Ljy`tQKJVNabCCR
zO?!+v=j1uel29b<9s0|xDsjzYFPJ0pVrubf)K>dtOX#=KtCQ|Iw_Ma&oc7#!;kuz5
zA6&~G$??rn^)((qgU*HF)c)X>IHKRspNz(9WAOT64?mdqr_uP!X4DPxwBymVa<Jo3
zv$J)wlJ*D$n!rs;0T37n6#|=K@@RYb!oqNXys%u}cJ97F_=6&CShAguho85NoewN}
zN7LKGM#s+Aga;Pi1LRS1gB2(9$5si*qiYxF3oA#)!_~uE$J5Hj4hR<dUWQztuY%5X
z>3r~W!b+9*fS=*ofW?Hx{J;)!_l2F*2MCW9g6)^__VE0@j@-QPT5|K6!E^t3lm&+6
zg*O>iv;UUn@m+^8Ve<UeJm~Mu6TJTM56!!N{Pv%=4=%m`&h|mz0)|!gSNkA;D8+U6
zL9U-0{$uxDyD9%^`+hbLraLh81YYZ>50FR2$<_yGg8998zVDUb`>sl6K$xod!FA_1
zMS!c(Z*qcVvGTQY^>Fx6;2)J%v-7pGh3x_I|LmAQGzs2ozZLMS!I(VKYCP&5-fmW|
zm^>PqYCsSskFE;P*V_*ksrJXg@WQ?y3?D2GPOxXNL99}+2e5W*uw%S!?Yy1b9axoY
zVe0MV8w5+!@$>X_wR3}yG2Y)>0dMdBm4bfNh({gB_ao+x4+MdTi~sS27y!UlRCRLq
zK*R?C+}wS=wH2g+hDOFfv@rl800V#u00972Ha?zeI`X;z*hfiD2IvFJ1n0j#r*i-V
z_^)X$MNJ^^SNea%2y8sPeE|RjO;~O|TRR^c7>|N+*8pEnc=`d16I;8$IU+Kgd&4RS
z<79B|@SSsB=lRYh;oR2E-4>PyUT05RH(NOGh4DN7es(a9qzdCP{!VrQFg^q0jIMre
zPB4BB<HT-uRz3g#GB!Nj*UrWf#(7~J+gn##2F67J0Ca4J-?;T}+!uE3gXIOtcz6bR
zJ2^P|0$FX?fFL0uL7<{tfUBLaFPEm3jf<7HEl|e8&C|*~2mturX82J6Lbz;!Fd++o
zgaib*z}ztL|NQ*hoj-H^djjv<?>UaNuKNsubmUjsuVa6ud6WPEf+sN9r2a~?&IJIP
zqX7W2#b0TR_W%IAC;*^o{I~Xy!u7?`*Vj{+hbJH)fZNH=h8r%>pP&CS!_S<5O@2Ec
zH~f4*We1eCv$yhd^##I(Y6H6+`FR6<u5U<O|E$FS+Xwzut>5awscmO(2fKU1?tS_&
zErShwSa-YII{7+zxC5Qs|Eh=oHxK)*4siNiuVI9!^eceaf*XK8P7FZ$Fakg(!U7<f
z7Qyx){OmVX41EB6<QdRzf7g2$hwZ<{e*nZ3*iS?sCkG%rSw>qIXyfPY59hEk0S6QS
zCIAmW3?K*402lzQ04@L+00oEuBmr^&Wq<}i7hnW12iO1{0d4?qKmZ^F5CMn*BmhzY
znSeY%F`yJs38)1$0Ga{M0bPJTz%XC}FbjAMSOaVUb^!-~Q@|wx0s<NW4gwJZIRY&L
z69NYU7(oz096=626+s)p2*DD;0l^)?4<Q605+MO09U%|lK0+nJV}w?OE`&jZNrVN2
zb%Y&+PY9n8kr1&Fi4mz0nGtyq1renXRS<O%%@7?By%29AMj<96<{*|JRwFhcb|DTU
z&LXZM?joKb0g$keNRjA}xR3;qWRNtFjFIe-yph6?;*qkDN|0)i+K~E@rjgc=_K+@+
zQIUy|fyi9QBFKu!ddN1&UdUm{iO6}#706A<y~xwZ>&OSlUr}&Ss8Bdigi(}G3{f0V
z0#IU5vQWxU8c|-N%%W_eoT8$llA^MpLQxe_jZmFYgHaPv3sLJ(J5eW5H&IW}(9p=y
zIMBq<G|;Tje9>aia?z^MI?$%jw$RSevCwJJ!RYen#^~<ox6!lEAECcMpF-b8zr?`D
zV8Rf_(7>?82*OCgD8*>Q7{}PcxWpvDWWf}})WvkhjKIvnti^nZxrBLyg@r|rC4{Ag
z<%AWEm4j7}HGs8_b%9NY&5kXDZHn!Oos3<M-HE+`eT0L9!;B+|V~pdAlZ;b|(}S~u
zbB;@d%Z;mqYm0jeHy^hNcM5kO4+D=0PYTZ*?<QUr-V?lWyghsjd}e$Zd@KAg{CxaY
z{CWHn0wMwsfd+vaK_bB;f<c0JglL4!gmQ$ogi(YK2zv-OiI9jGh-8Rth$4wfiCz+I
z5u*~b5GxTo6DJVY5RVZbkPwnUNc2epN%BeBN!Cb_NSR5MNL@)&NE=A!NI&18z9DtP
z?nc~=+8a|h&d4aqB+2Z^;>qgBX30L21IgvcUC7hOo5`0ckSW+Hv?u~7iYQ)E>`@X^
zics26##1&>E>a;<u~TVN1yens8lgI&rlD4#_N30G?xEhJA*GR|ai+OT^MYoFmWWoI
z)`|8mZ3pdpAPG<k=nBjM_5u&+sOS{w{OIn}jnQ4wv(W3&-=?plUuM8$5M;1txXaMZ
zaKK2*sKyw=SjD)=gux`p<j9oG)X#Lr%))HI9LwCy{Emf;MTzAmOBKr!D-Np!s~2kt
z>kJzzn;@GDTOr#7J0d$jyCZu(`#1+8hX98YM<K@~Ckm$!r#oi}=R6lSmlT&jR~6Sf
zHz~I&_igTG?tLCc9%G&~o_?OMy!^bbyrsOaL4+V>&}~o~=o6S7Yy-{*&+y^!$@AUf
zYvDVDa6s%JMUYqgMEq*}vHacqR{~H0Z-H8Y9VjEz5?TPA7bF(c6igHx5JC}>7P=+$
zT<AhrK-gEfLHMHxmxznVBawHaETVRzrJ|c+^kP<G_r=!4f#R0p_r%vE=p?KpN+dQU
z86<5b%Otm@*rc4Ls-^a&d8NIj8>P==gk?fyI%Sb$6=dUO$K(j*^yKp7R^;jB9ptOz
z4;1(nf)zRyQ501a(-h~GsFiG#DwPhDp~|7ky(-u$Ix2Z88>;N8-l}bCh-%7e8EQ-F
zOzQ6H%^Cm=C5;S?Wla`MFU@CKs9Ks@`C4zaLE0hO{W?TC7CMh~PIaYqQ*>YJvFiEh
zb?f8lo9b8UpBcy+q#LXm@)(914jWMzIT^JWqZ#WPml>a!$eCoCY?<<##+c5Tv6uy#
z4VqJ!yPCIK;8|E%Jh4QvG_ZVR`Nc}Zs>JHVTFJV=`oKoUCfjD$R?_ya?T($8UAo=2
zy_kKv{W}LShYW`uM+wI)$2}(*r#z=aXGP~?=Q9@#mvWbHt_H4kZs=~7ZmsTw?k?`V
z9yA_-9+RFNo-v+lUcz3PUI*SP-eo=rK4v~GzQizNYQ&G#FWPV2U)(?6|2#lH;7K4s
zpnKp*5PMKu(DqIFn-7DLgKdJlL+C;xLe@j2Lhpwmgjt7m-(t8Gb!#hJA-p02Gr}ce
z^fvG9^xMag29a%1)KTG4o6!o<RWZ0R-ZAsBBC*AHkncF%8H?kK%Z>XQZyP_9z?+bj
z@FmeEaVQCtl#}!=**<wJMIfap6*bj8buLXJts<Qu{bu@RhFV6`UEtmLyT_RpnS)u7
ztm16UY`^Ta9MznbT*lng+%I{Kd9(S_`E><U1#tyug|>xLMUq9e#ni<K#h>pv-FtOk
z;eJyIb4k_%)Cc|#-j?c@_CFMSSXo9<mQZ$8?q0rDp<U5i39YPrMD-}83bD$sYNy(?
zdZI?Qrlppv_I@2{T|zye-mm`sW6Q^L4Jr-YPXwRTK4p4Z&`8u6--OT<)O677*u2(a
z)H2zs+}hnH($@Hl`&s#Oy65@rB<(3LFkeKy_||c=<D}EGbFa&xYqQ&;`*n|D&rGjY
z@7PO~mjiwBeLekB{T%~h1J4JA2U~{(hnj~4hMPwCM;b@@M;pfk#+t^V<1G_H6K#{C
zlP{(urn;tOr~77<W`<|gXD8?M=3dR4&ab_)ef4g^b>VQ)fAR8l_!7!e{4)M>)(X{1
z$tv4w-I~B!`?~D<$cE0w>rI=@-8VjOzHCLk#d({xO}kzB4*c%<j{MHVdz1HDyPmt3
zdodpfJ{0V;?mzt~`ElgH@L=oE`|#VR#3S;f@?*$x_lf4o%BkDw<yrhW`FX{K;6?vu
zgU{QS0bkI*<Xo{`wS86jy7bNM+c&r`{*OVYpdVhV36GMDjI@=Hoh>Hl+Tk+$!(jsd
zc$5Xp;cjae2+#1{y94v{W3rm^^78)t@<E}dKfb(RsDPO%98FE(8-5cwLX5A`2#$Q;
z(GbQ3zy>hn{{!`}xgH!rx^U#xxkha`@_a`vIOo>9MhzH3xZw!q`i|<?T<scF;mE0S
zjmmK3_>M|&&aQZk3UD-K`(q>j{g>SJhV_q)EbJG^loh_=z21PJe{5J}OnE_27U^r0
zf+O=aGJQu$cnXsQ92vi(_)mfTF1)|_FGc!W7Jtj)Zyoqs2maQ9zjfem9r#-Z{)g!R
z+fU>8*F&xUv&RYGA5Q`P*Q{*e5K}%7-!+0of?*tVjl808evQ0PIOi1*y$MGVIP!}G
z{Y1z$=MxEprSJ*E5iA_=6G7LUSJ)qx!Ykx&3Wh?3{C=XqHRl)dg{6E)h#;JQM?OIx
z82^soYYr0hhNXa@aO8!0{XhXIoC^p*J>e(-M}7g1p9m3fhjBjsUkK)RgQa{&5CqOa
z5LX!T!jT^earub?d~p69`T3k-{5wLfIUk=BEaf|b!EpW^L10H1|Bk$12U9Qv3i^)r
zFfPFR9qnM8pBIi0UfZ9@$72KI;A;f&Si?9k9QmN!RzFeTn)7p6!cx8?<eKwwS-?`h
zBbd`1#=j$o(+tM{z6ksey9oU4#Qo;^|J^r#kI%n#;BOuHTL=E1>A)`|^v4`7EV4=)
zB=pDhERQxUvg~^DRvShIF|RF5?cd_De$4B_kAh-eheG|f_qQk=Z7>8Ad>!5cE1n+{
zbRF~sqaaMs_caaLU??W|x&R(+A<XN^Vc01_nBX6~`Cu<KfQ8Hae)b=4nflw_g;}ou
zXz#*pU%vmJTfP5xZQs8w;Qwb=mA|dpzpdK8b>MFu_*)15)`9;{9r$V8UWe`f5$^pL
z)-4}DCf~JD`kVdwTafs_ux@|Mwq9Gz|G7!~XFK*f=>Ff;?pKwrqw#-a{gc6c9iIPV
z@Bf08{pTuyf0)*=#=!$R;L-m)Dw;}i%DNmnL2lL_u4=m1D>`IhQQY26p1vO5K=Aih
zyk4)%faixT=}?l@^-xffRkQMhtr__v93GQL)&K~b0lnU>6XfG-=ceRt?*Rl~NBzS>
z<*j|;3s+#r!V7_y2L9E4*wU3B5%a(5r68|ltfj;uW98~(?d`-R?cr+s&vgS`yAI#i
zjQm%11A_(rxo+3NEdN#2e!P3_cai;L)&5kg@BYqzB(Z-{E6{g;>fcKY@|$D#{q4KI
zzkK({N&%1n|IdX2fdytMVz@m(?C1dXb;?xT%qe98l{Q;Py~cI`h}jw)C>^u%LNYAI
zxZ$D0Wkzw({OU~?`U3~g^D^{BLlQ@S70KHX@-{}Hh<3d0k8}%49iBf^`F3&h_EX85
zvv@)Tw+ibX>eOKi%RR|flv+$PG<k?$qfSR=bOK$uCq?^uRL)h;Kt?AgH1BZFP6DST
zN>YHd=cT5AH7B)1&^8|m+X9{ko}TTWqmZt>%RiL=uT+-nhZ1rr^5}Z#xjVsMKn%PV
zk@oM(A?FU;0T1Q=skN{J;HnObXR>nlg=>(H$@Lh~Hv6d-@NVS&rK<eD`NscF@SuMZ
zd^az4^jSeSR1wR%s_pJWBy@xuiqz#pnk>rG5w9~!B@_+6%iV6?BDjg*4TE5a7P5^I
zTHZ2Ys^z`Oh6;^)TzzVp@fn|_{h?c{v>K_T1J$2vnbXHr^n_1_?oC62qlt-A81vZW
zUgr?k0OxLP;!uouTrSb*=|wM;laHI9PKT?Y_dX`$j%gqm_WkmvaGbc5*g}0=5B1MN
zzxLz*S?K?$^#5As*V6f4mpSPA8uQmO|82(Me}>G>{!e7C;irf8FJ%5(BY!ITKgk?^
z4g3qif1gkJ?V9r+Df{(>_pg=xdgkVz^+3_i)!)w7$;RsYCHc2g{<vhplVJJ}ZzKF*
z{@<?df8BjxFzkl#M+745T9pcN@8QLk3n-L^)>E0VB9a+TG07y{`+!26hY67-C3YD2
zaH+&XEgW)NV<Wa=l{)!jf4afz!bR!T=ZklTm(H7(C?AU*G2NK{xL4p5ny%m0=iJt#
zP%V)%M2b`(@HNq3|HT*oDGwTB`xmo{OV+LRxdm7{%3Yqh-^@<jeF~<1d^_LOW7Xe7
zO74WdBoI86+M;6jL}y<EzKak}#BIT2Uo%g=jj4E>iuofk`Mbliv)k{&4}wlghF0oO
zwy@G)?(Syo*LWH6^Ww<f9*F)1u2CV$jvnDz(DrEhbKn1VG5^{1a_ah;20H)#_IJGo
z^S4XhwWR-H_{lqY`}oQ@T6qH@f;_5Le{c{)h{wRm*4NR;1e2c^3jFcq{mFi%z|ZmX
z4->Y|lovi&`L9=mLIeeY5Pl(`03ZC82Nr-MFA#D)qbC4QhYDcwU$6UvJ!u6(ps=qH
zKTv=le%prs!B)8b!LGNk(*Nz>|Hb_fAwk#**PjXtTLuVM+Fv?*JwN%^ny+E)>g45T
z_b+cQ*R9k3RrWs(26)^5DENBl{1~S^vQGAYEIESp3ZD><m!F5Poe%7G<!Wd4Tg84m
z{->_|9FqUKLjPz`{PXDiwOaA}(f>(>FhLN3?-jgWBllbV_<u7o|9Y^4el1`OEU>YZ
zM8M%i1t8}DBK|x!uI<m?1qQ!O|FTc7jW2a8H@kmn$4bMN9-DB1fLyTW@i0>qDg*@c
z@(Y>4Z6yaEm?H8E2x9U`!3_Z4>pd_F(aKZN?t0xHJSWVmy*3YguS>w>QGzW;b+VCy
z_X%vtCyx%y%GC$*L12qXVTLViK{fEY`LJcP@Jhm(ZwH2r4_Jr)HoeUx4O?33{$nw=
zFwh>B3&;vzhyCLixO!MX_}MV85B;O*e=SQ`<b~jGSI!TxSF7p1yvWZDhP_z@N*5*C
zxpb0VI>?NSPsa#aV0?yPgdTD53T0;56%j$M#F7!k2~*B1twj&durWTKM{vlM*WZR@
z<F(JDntlcKlzS+p1CL9nunaL5UVFGp1Lvlvi^bfwhetx{azBDrN0tEy;biXssB@C9
zDQeb6kMh%w(8D>o+{~IjjhsV0q(WFuOYNYIJSb0?n${*}r}jK<?p`pB0@ykvZ+c^a
z)8k)_BUlSf*_i0p8j0NVczN>Xm0A_zR|H`v$P}f)=lLdWW{Jqpv<x~f?TxK|GE*)s
z7JE(r|AY`~)l>&*fz!!7gaJg}Wb9KLtvWC57X-)eFgG>L32Vc=>hT~FZ#qv>@%YyK
z1W_)P5N2fR4iS($Wjtc(->hPFM3|pb6-*!#g9mR;Br2@Y3`DEd6O}3F%0ow@h@1&a
zy9`;GsyY!FtjI-`al0DV`oxATDVA`WHw4ixRx=3i;@^qho%oD&z`GZ_+EWZf3ZOy@
zm8Dyy?1-jtl%$=L!VBRx7&fs&{z6z3vAxEB&PT4`pH}w@D&Krqba=xw6OYIe%o!se
zb-Cs>6O0<B;CEV@=2XpB#J>_f`R<A)@iTuQmRlhcg^?uUvC|yQ)ibXrkI|0sQ^X&f
zq3e;UQCCNlYd*mn%OHzN(tVH#!B-QIk3d|w7eRfMkH=w!<Qm~d_EP46Y%iLqH2rDn
z*&q}W;Xi@o-L73e^OEY_x85B40y)Y<OBs(F-AVPN1}kW1J^rQ_f{Qna)`^cZ21^rl
zQ(Xp4y?I(QMCHE9e>et;jT0IXa@d-`wb@<J@>kEibWjM8mEe7!)R?1kTPWpaMs=6q
zb{C;z^sJ{yb-(j6Vj()+$O;W|@`Y&l0cr@U1&}J1=z#yeY#*785<+)i6nF#3HxS~D
zWF)VjLH&k_knVEO<PC>+o_a~fj;?V2*u!B*4l@~<yVJa4k|~oNCD{*0Ug|$7ek``<
zcglU48p<94k@=)D{P1-t8Y6coePOz~iWa#owN=4hcEG6wfuF(+%2xT@Nk>;cX>=Ce
zegjKLYijJ_%w{F3C7ZrFM>iMxhn#1lWRw1Z#6BzyXN0nAB-K;%hasymcxyU|ANd3^
zS9^q1lka#iK2D<tBOC?e<i^yak5?vDvrw02h(-nBX1GV0d!s){w2s26$Trt_{qAO4
z(*8ZXX_`fq%L7Ji`>qT{hv}SrF585K6IYzqV>GrM)+r7BhEXRC%}nf>$|qAbQ_O6P
zVssxeSJK4OaR)cIz(RLAx7;uEE?SsgrrYJ(I@QY(CoI;6Rmxk@K1Z^87efnah&EIr
zD`K$#$N5d1RmAp9iZ^I|MjGrPVr2mabdMfT-xQ1qQ7li5=9DD0`YMqA&=&M1FUek`
zp8TLFgwM(Hq!fdql-g4&4C#w^sy~Pw%}7E>;Y<?CcZ%||nD03w0mT6KXNdj?wI=R`
zHuLdhr8eH+{fp!9Pl$1n(biTvMwNL{Gu)>rZ4399)9O0MlQ*t}ZU?w<hf=IYZN5nb
zQ?~Cq1Z!>MRsf%s3?3BhJroD$?bGvJLQlS>iMfi(gWqX|e|__n-8hm2y824(tf#r2
z;ikGU_T`RLPD-78=X0Ue_2p;O7I`S15zK3$&Yc0Jvsy+*UTQ%`J2UBQ1{!V78&QWZ
zH{&rspj=1{4v&&oSvXBM)RFNCbMP^Q>Mjn<5U>r-mG(xRx4a_Ldptn+02$NlW{t*X
zt2p=8`|0u<7{+G|J-5hv`uS~Vap%|b#&xG-T!b}!cJLt7NO{S0YSyzu_n%k55-4u1
zR=N;0I3}YVx~VT$9cD0#5BEMa%}|u=w(lXy<7j_b>9sL!`n;)z>D?zGuMSUB*Cg|4
zDidAw^;d$joA{d#j^}vE^`umzlD#uy*eWpIk&Mq2au?kfiN-3}YWbq}JS@3?YouY}
zxm<L?4Dzu&?oED;hJ1ESo4oZbirO6er(5(?uO3BX1xKFAR!_Wp(huEH`^rQ!_Ql+a
zVIkSSFl0s}<)H<=*U?>yakFfdCx#Q5FHDJSc>}Zi0>%zaxf|mqcVCKma*bA=ptwvP
zi{;1#M8?d$v#*QI7<JSpO1o2my5TZsc6-z0{vlbru?I%&!TN$Ns?dmAv!9*4@Xf@Y
z)Sao@N1|;>2KGDV9X`H-B)5HDpV<jMO<Yee>8|Gw0zO{vEtO&vU-vEzQna@&YwKL{
zi3O`fDSU1;BrwHtd>5zCpQGG6VT#x#iSfwlh|u(9{()@PQ4WR0gfaWMwOF=KbsMQD
zk|Dz9!Ma$VFOgI#$tT$8x-)~CHTS>JkA3hr*90odR(A2p(Q>GMeqYkvgkCdcQbVDh
zBVN(J^tt`v%bc)$HL8QTJ4h61Yt%lXNKa9djLg<pn}UT-FqA&Z4GvsLPkCv9pDvZ#
zFm<4BG|wv5zQw&_GMbieF;*5*y1cRR7NPZ-RKU2=n@LltRZI8fqZlouPw8|Ez&?eU
zKtodMUPn^ChlY1mV(y}>$8Brlel;2?agS$Z*MB%jXUx_7xePCH#W4TFswpu@Jx=ef
zuhYW4{O2>`1>BVKcs@Mh0~1zk*=^fgn5Z^9*%69)6gO%*y`+4{qrKi!@Fit8`)5oi
zSm-a5vKihdqq<Xg_a%>91qB8h1dlHJZ8v**%x7rMrmIgiq~97ewNbmVw}(zW->9P+
zZD#Yyi(>bVNP4aq9S_qpQH_ZQRCdrU2ildwv{2;BqUUi7CPOUt9^K}N?Kn>NvztXE
zg7sD&WmfH*`ej2<rluw`?%K{0&{;f(NbocB+bgq5;|i9s-#5sd5NCR-iowrzKU%p$
zA45%Fdh>3o8O9dt{m06W@=A<nW%<pM^z>#+l-c#9)RM?zsr}RL=_cr@k}4&p$C*@;
zvE^JmkbQWLm6KxW{@%UfEt7wMEa>egHh-wW`y0XCQNB0RhIg{iBZ7+1LC7vXS%C{T
z!|`p7nyR}NcA4B)C;<Tv`o;y`5fCQCvhB`BmA7<>)d^EiEwWE@=&+}k&k5hMJ-|sm
zRpD9=3-Xz7?m%34BXEe6S-nthyIP0tj^r)F3}tMg%g7gx@d$thp6`Rq#kGKaWIPK7
zvmXpuR+NkPo%{ATO<o&M1t~lzi>6+VOmVEO15MD|-{Si?mtVMaU!>7<wvCpcj%b5@
znLNg?HmK-8SmDW&sv)hdsVj94yqUB<PpNHQp8yNUJQ7OjVR1lWs{CWSh<d~M3kFh=
z=oWRuJ!07QrLaPw(`4iG`*|(9Vpb%N+5@FVgJ_cyUOxC_xA1({X>JblXlclGhqA#u
zD_j)I>)ib1W-|}MGkg*~5<Lt8(nNfw`0<T<tf4ZwT)TFk_U;YD@7cCf>@_dkn$S-`
z-KpJDpPbB~d64bz`_NY7Y4E5CEB8arTE-q34j)r1EyRJ0hk!`K1S-o!`#x6faLJfF
zi*)z8Cq>-FvliwKVkY9lix#+<TUT2p8e|?SO-$Qs;f**qAalW8bUi^6rRGN~w`B1e
zZUAvz#X1KPl6%Qez(kznhZw7iy-lZWHglVrLc4FG4jE@lEOLWSN(T+pR3D&S`is7r
zKU+%{H|FO(%k}8*{RTSt8jGO#v8UnN*|(MC0Ke!U4=1#!i<N8-MRth?$y%esXK#)T
zhI*Iyk2V=%2x>aNF>j_OK0AN;4Q&r&D*Df!0SN9a{wJQnU%ArP-T^<53l^&a_h1De
zd_Oz`$WN~TmiW6<aQ*YAPXLQ^`PVLi5I-i5nv)OQd%O0tVSY7i_W6f_4|58xC%k@n
zb^obTAOLd;ew&c~vr~Zi$J8$f2n$UH!(9IF|E5hy01W-zM<~EBHPJgg{}{@HwLk>K
zLY9_RG(^M@c_^p25T(7?P#Rsk7yX!PU~191ky{VVq{hW;xAs8=&JMkqeAS%Y%p*Sk
z0`lfcb=bOX$K^h9lJnwAb!jIv@#M{q-@e@nn|@vp@=+{6VteIsUqu;%DXL-swL2ro
zXIC^=HgNPAmH6A{TG#!qb1DhC<Hot!EB$SjqL=pqGw=_$sl|p3R)VU}>7*I!@aYo_
zUs$`Lz14^iealt&Vbtv-si+q&otoOckq^kx@54({@kh1pu=v*QNwB<HA($xaD0$XM
zzG+8GNa*ircO)bx+}*BtM*#cooZcwM>x}Wc^D?4w_>&4^%b`~j9)UY*obBb!?Fwga
zBtAx-LsA2!OJAdtcVra=nxW6v*xuQr4<00X6ZDDwB5_EGXhD&N<rZE4K=~UN<%+xS
zov_uIC0@IHu|8BT*}%ic01<)@XL~O<@l>DV{eP^zV{m3)+x8jTHakhjzGB<9am5|m
zww(?;PRF)wb!^-A^z)y&Ywo+AcV?cqYHEL4wQH~1AI{oq?PL9p;{>QG%<9537mRoa
zv!e1dd;Ye4U%g4VN&5zuk2z-5iY@4s6)W#Oh*|qA$`Iw0R$HUE+v2?T{CKmba4L^{
zLIJ){P?uUkew6sI@9hZMnyxF&K%SOl5J=D9e~oF1z9L)oO(TJR-^vlOHC0!lii#t?
za$npLy)|PU%(WxNhP)YiUeg<2mjkAZ?tsCO*u$R}q9b!%<dWhk$w25`sOD2-A9dyz
z)E;usA(A7N#T7XH_@MLJ&TWzr8VS#c{59^7NG+<P|2btG*polUQ^Lpo(mwO`9_aOX
zQedp5@Xgh9M6N<Y(7xp@f=4Q^gfBSj9^@?<m#97&<5yvF2^BltBisx93*kg#|NhfH
z`z`b>)h(1q=6ePK=~Z9F+qKS#Uob(nNKSKL>t=wiAH|i(l+sAV3)6I_@Tr$DV%V>9
zRLA7d1jg?YU6kl3#+&Uz*E4c~#2HWNZkMR%6YsTzyAvW$3a^JoH8=g+3RosPnL(TG
z5VuG{kRp$7w&k4|_eiT=0{ccyhSXt!P40kWSoLX>B%lGx9GGw`6_qugkrKhqRf*=&
zBsJij_9fF0w}GfQr-o?U0ppg5ww_zQ>7rc`t8#jb<>L<v-GxhdH*$M_n4#qmGK7M+
z;3q%srx%k?vbQKdr2$Ot@F-PHuD3XU*t3A36M^y8V$Sauv?{+uzrTCqpsn~?>e^Zr
z<)IPI=X6DBuCb&W^k3-OLZYg&6g4FwO1LR16lzNB3ySm>^72Zu#m8MK`R}o88F{cJ
zsBCDDGUV*D7FMA?tf|@-1dX%L)Rsy~)asJ8^AM*n#kj$VN=d*yk}wD9P1B$9OFbn~
zZDr7XxNMn+GrT{Mf3k&}3wv`H7Qxd!rZVcZncn1w#2|LPwypm3a5_?*uKKB_<zVKa
zWhr$dYp1k>3&~o1q%b}{dDAkloRk#{;pLr0tz5EDis7i0u1bb=LqJgme7vPB-&)zn
z=DNVdw4}4OgA%*L5KG#E`+b{q_gpC_3^*I*>Wr`7OU}}tILV%nYFq?Uj!(6suh;nq
zlfGC)ZL28;?aP$8h*AG4MXAE-BP&5s5*jcILR(}}F)v$C$gBW<-Y#SZ0p*Gmw`zp-
zjTtS|N{SMVTEPP0U|y2W`TE();^9CU%4}YlB>Ge<v;?lcTif1Ems@_PWnZ(235-pK
zae1Mj@GVnJYm9ox&^02I=VNNI6qV8bsXGSn(z)A(64*irfqJRy?HzyTP7_$sKUL6o
z`vW0j`&6<jGycxNqpGgPvjXxEMX25Gat#lb-5lrZURTUjn!wp$fP!TzlEsEz7}f{z
z3dI+Evtm=hs1fZh1uy!JZ-vKXOF@4Ka^tBR<69L`L;zEC>_Z0>`3|gePudvLRa?aH
zuD)b@;b_pDSMGi7TLZO|Y<~4HSCO%%GI4s#>ukWdP~X~qN)_%|BOtI|v2TOE<>2Tg
zX-mho!h0w3iW8XAkH!@=0`edKwnmABh<YKHc`qzu*BrZ|rUib~r6K}SjG?vk9)E`N
zeY4&jv2R-FAdfOl5?@5_{sob>ONVb`adth-p0Q@=>#B)A0qAZ<omjH4v#>MOue1Ib
zmB{1DoXJ;&8*-JtR5SxPmXS}a_GG+>AJQvoj_>sA>w>^)+oz!biRc+>0E(=zz##QN
zF3saYPm(?!X&Ozm>Bv;o^dB(*?+?MWiC+E)!p|CN7fT`L6)Kw}ulCSZt+2#O;6;%N
zx4UxDt|4?#qmP>amsylyzam+5Ydu-=0FU88U~G^T1m<1-=qc4*1>&QtR{`N+yqi8a
zK7M`U_SSE1FSW@&sNS_+EoDDtg!vMq2?d*Yf=GJ`Cg^d!!+4#L=L}(Q7HtP<N8tAr
zZXC1f-}t5}YeAT3v=t;c4Fg&$-h&O-Hkv;VYT8%EGcVLD8@+2hOpQgxw`-PomQ@!2
zaAhwTRomb<EU{yxhjc9hDmbc5<U*2YwABo<QsKN5Zfdgi^;yr0(w69LmcftI&ki0C
zL1P^$<OXB<VdEEThNZ(bW*lY5lj)3ssOl>8qJ6>dhkW|N0GKi|A<_XIiSMY+Mx=xk
zmE;7c4Wxw7+^DA=fw7%EQpNI2%r?!yMZjUs9Uc#KCf>>}8I(OmM_KMFd_-<NHj;{b
z{{8sH#h`CUXZlH0dKb(CT5($6fd3m2PS}N1keussiJ>q%3hQ9mNIgv@IXe0SVw1?>
ztT?`G;~)t<{yPiy`G@f^-H01y5~X79$=1y3#H)}uVnxLtrIl5fd4MXZY1#dF9+XxM
z)QA#8ve7&$Tw|bJPk`_XBFc@O#XU!xW&xsJOrP`Ot5k>&cMIVe29K6V&QPztS8)x%
zh<b!Djd>)`uCNM}-7H+#B*x-f8Jg#&RaoI7C9S58sP>uR?>&7Qj)G#sCeeg?J(O0i
zbjjr!_b_3Kr}1?~(he=n9Wxo_^LPNj_$Xu<*o!dJv{>y=#8r~cq6ty~E|pTjc-@82
zHde>q`@0O6wDHl&(A+2+%PLX0&fuWbCUlZ`oL0~z7mJ2q=n+P&CN`)vr7nTC_p+nF
z*L2tSO?xd_L;H932Ep>cw?jUrTB*J5GPo}?4Q;FCGVPQ+A_4>zA2-kjjdZKTykH48
zci}J-Qoip3PxzDW_2)SAvOYJAOfjXn@-NDqXEH{l77@@nQ4uVmQxMHH?^f<$B+ngk
zt2H>`7*hp5k{*C_MZHW4WXGw7nh-nfK}N8_ZqWV8bvd6<j>-wq3!^E}{mBFN$WZ+R
zN>0-d{k#s2VL?Wy!QF776a%9=K}N^O21wH^>WNZwJ7Xb=>?dTE*Ar`UuY%l?0>{!M
zf8Z7R&g*g6^iZ_L*5g@{D*VT#t%RDhoQ1V>QLLexL@pPuSD?6L^48%-=E2$+MrJAY
zt)U-9s8i?RxGH*FOT+%QIMY^Ng)>^T#UD@y^BUF4JIkTF+bARaTGZ5xQ-^h_-PDXg
zHr5j+)_ik8vBEO;5zZ_ZJcE7A^BRNECIx_$ee`|TvV8(yoVdT&wRX|4wsSLZljv?N
zY;P`UZ*J`__expgb{d4U{;_mB^~rDj!^^<y>huxdCT1ySDb-kB=pm*dW2d3*@D$lZ
zTmlzbspqr!SoJyesLyHt)WmpodS-X^!><1E3DDeFZF9*tzB;K~EXvc>?zLE@rd~R9
zs<W_wd~o)f`L_1<x5ddSucA=%jG*;X&+pI8sz?5(uM{m+A!$hJfLFbei85`YLj?cO
z$pGT94DrZc2bhX`(-~*ouAvH-PFrtysW;^7-C(K9EvT2dpi%JGz@9|7XXst{fur<C
z+#!B3??BGjXPg_<Ljp1H@G)eRVU#QKO_6uP8;$`3R0(h_+-*i2FYFt65&(hyHxzux
zXD5<HaCiJ0tX;VQ{PY8t=nvQ%i2-7iYEs`g&S-bc8=e6>)M^ra@s8kZ&R}=c8?apu
zn@5iHJFbEHaB~y|awM`GVcrOLFb9wu&czp;-KEm?xaF|rsO2CWA>PR4nB|b=h~)qn
zl2CBw3=jchFA_@lYnWZ50g-UhfuMkNgdXs41EbbA)F;wQvGt%9d<Sf-ZgdCeUDpA?
zz>jd9+EX1A4wIWq6b`Z`GFw62xPvMY-KZ8Q2X<rlU7CRu%?C5OE?5UhW0V`2fdkEL
zmVu)1m~a^sY;p#;^m<TiG5`sKU{;)F94E2^gE65o{Vu@(-hkBrNIvmw*s)kv%(0L&
zbiNZvISMT*Es8m*Z@{szGg&G*H_AmgK$JEgayHsRm`;RFj82G7oKBcdlnpBX76dUI
zGW-RGIG;!<tW@j|$sy?>*&)eq)Ou94aIJ7@QOI3cQLcOhrO59>802PT9pPl6q`L^B
zpvF+f+++fVW6-i9`=pMjT;VpNSY+r40g@8#D7K<_WSBd`g(QinQsJV(=sPet<{)S&
zkNydh`_KLk+&!Vvv}8y|LIY&RC}yH;WN=2pIH*v;L^|OESY(R0u`{F%Fo?o2iloUf
zkixO?M%hL%)HD<@%)-Ijs04vz;UL@rI1<sMT|(Y5&u}+?Q?gMF;3nt%V94_g@@}05
z%)=E>b4g;!`Nh41asHOhGl&Di4gW6Rz*cQ%Hza~<&wo`9RJztZW4If5sHMLfiUe3F
zT2C%`sB+I*cr%I}6avtn11!|B=PX=+^fO%T3-kt0{n4x9oM~5W;Hsu>%eYkog^^re
zm_WEA+#PhBFHY?X>W0AeQ)_^Ad2=3Agn63;%N-8i6V2-bLf!RmHSIDFRHMG3zM**4
zp7Lovz^H$GSMS8Hg|9`&U;VFws?`!O=GjH9c>TYMDI6NibJ_l+8tgU0|8G4(-Y@uj
zfxmM3dx5>S`nQ9>YWL`Yc4FI8nYDt~ug7XN8Ktf<U8qlZzz^9DWpR+&4uI*PazNbQ
zfh?KaoS`g{RrNCH#c(wnPL-o*K;5(ZPo_Je@4^ijlGK4-j|-ZTZ{G^;8}|SMMkxGc
zz!U00@WB(JK++6X2h;D!CLDjc@m#kQ(_Nalh^?a@WVKKU<$!R3+_o6|>VlZ!3?SDL
z?xV(s2@!$ef_b3qgT@;KtRp)Tk93ke`L827Vvl5#xcRRm)yZw*y0MPPk#GdsK(>PJ
zd&Zv$RzbEx?OVmu*G;vQ3sym_Ak@K{2J54Q8<t<a3vy;keS~-U$4(aN53Ga}iE<cY
z8dDfU?$Qk~qCke@g3|Xpi}D-eks&8UjR={N*P&#9B4(!IhC7RL3Wv>*vB9tlV}cMz
zD^dst#FLwbGX=Bd8Rw+9V}lBS;X=Nk?1RUfkX!{leIncfMs!H*0y{u&xkqw);Qb(8
zz(-6-x}jE(>yS+uM}8Q-=p0PU;m^#SfpG)+m+~E^{${IHh$E0lqYPSvWxz1z!zhJw
zf`?T|h?0?^92wWU9It5GbV4yBGh;JDEB%e`Dixj(RwbiBF((^C1%@k&^7e%iHjwS2
zV2RR^K^cjQlINpP5(J?dU2lRBfWJWPTgO)menQH>Q;npNe1W`x?K{O!_c-MSdV}4%
z#din1WA1++F%aB@^nm7dhuIg4#}>?ienA{@BAE{41;1q*5sEJn6c;3dtiFU=fviI}
zg&v^~3|lIQnHF(|bhZ_wGUi$>0H2Mu5NROOMwtw!9AFtx9zYu~9v~YK{`)eZwIIyI
zJ0gF`d0{wKIS~^g?ManUM#H~}lJ!N{=c%BfxCY~p3SYw@2|2W)Ug`C~#yiA6_2gFv
zyc6v+jg*sggTK&^(2_6)bwFTkg4ZRu4e0f??=ci#wnWhYo*4*Mx7+iKJFnh<J@5~{
z;+~Z+-bFr`^|YRaEq2%HJL(T|Z?%e?dFQ(%oN>OaMzVJ~g)Tm0SeH7w4Ek65ZXfp?
zfqU-@eh97!e)YJ3hY68(nj0SV^n(7~Z}@X~8?Hv*B7*BcwMa@HjesmLHU1F%#c)-9
z{P2MI@G9E5(zza8(0QMtKc?kX*6gOw2;J&>Px&pSejU9t^w@FE`a<sNV7lt~@d3f*
zO<k?xzOy4S2U6q(5}|CobA5@cVSQ=G_O21R@kM)szRS!l$u7ey!tP`SZOiyccq{)`
zNSC-<kR9lL?p4*(OX#VO%O#${g<_0dl~=4C(sB8QTGxt*T9?)(oWX%&h@Czp-@M)>
z?Vi(~Bmo7M`;#U>Gge15vUoX1vx@3b^87}#i|WuF!7U)eDxWdDi{|H24|Eu@l7o_l
z*alG}pL7K(SVtX|w+QD_!CKzloQwVjZ5uf^>g>j^JvI$X+a;T&YbW+`Hezc^w)_jc
zHocFQS72jvL~gl$@um759{c>YcJ*quQkBwR881y&PXUecq}q)}S*gas6y4KrG_>)k
zWT%wz<o65dQ#J0Sae-8Y5w2<iH2ze%krr573f@L#=~Aqouz(adWglIx?%cYog2CW9
z`u+zO291Sq=lrHI#?0ms1;!_y)8&$8vtI^|t+~%w3|2VB_hUmwV<~^$$XDV_guV9;
zC%-kdj1lWBp=@8ZkT<o|j&%owbn27x_Vz*4v9+Z>BHlkdw7=?JgVr@5vweVHV+rn{
zbIwdFzrMkkI`~YNBNy2ju7D(mjLdcMtDpHt4W`#%eR>((f4M+^S{oDtWngubO*`WJ
zL@FqG6B50Z<qqRtKSags$i-Q*yK3qi*y!Y5aYVU{ix}gXGy|JG$VIcpY#8c}Bmp<<
zZDV97lvOzxF`XZatk(|TdAFRxJvZ@ueyH+1Ml)=&db+cbXP??|3z02ksnR4Y?``PH
z=d*Iq($>e1kGihzEo9}5PfgP9*R#+Q5aZ5aIMT_#aCBvir^Qg%TmN7^Wf}N$z%(Ql
z9CG7;l|nxLyX<$<5v5p^m=T&j0j1moebd|GM5LdTt#ovR9NTC>EptyT)!=D0KW2Hi
zJ_*f-r@)iGuZU5gX{B^;1kk9NLhBwDm)TskjE$yt)h0SNA@t<WZF1ycZDu~9c<cIc
zc&tNB8-WRH57|&ewWvY_xfHKMqT90Tp7pW_8s+9%+04w!V?xAJ2Nss&cQx0fNSxBu
zZPk&B8%JZzm9nWz=bnva>l>Qz#Lzowps`KhhHXMQ!T^z7V(9Q<=-U9lF%1n39LJ%;
zJn*EaZakG?G_s0lvQR0fNG4w{jHQ0j!1bDholv(8A_(`ShB!mva)<%zSwVYT(ybMb
z5DNU2KA~A^p@VPpWMZ=5n6BW@)S76&bcB(%xO$fuwKfxx9<B1=VaxhT0vbi9bbceY
z+2nVHKT<h`adVfc!5E$CX_jiLY{jvP;opWZ+K+j&^?UE&L<U$*s{4Hf+;+helx@Pa
zJRnyAC?dLX4%2At%(G_3<Wt)y+2@j&N>qV&a|K){l*Q8K<_y&~{Lxfxo)a$a4dFhD
z=~0Fxcb~c1LgJnU<jOHg96Y=n*r5!w&_~pny|0q+!<1~S5t5@a`=R+_;6?Zb?MC|j
zP0fJArWff+M_9(hav+`?(97dN+u*l(Z|lMVVG2=-E-ocE4loXmgK`<6(aq0ysWX|k
zj)`~C5-HAMNK-jK#Wk(dV!LZ<^G#!aIkCcs68mk#ot5;RQnR~kAWj`GR-Ry|>c+|x
zbrFU(A;BUEZV0_Ijk5mcQhnB{L<Nl<jldIw0IQQlO)j75RMge^UivgdDXuM2T#pG>
zw}9dFCiv*ci&q<fInnMHOEa6CwSjdtG5a?~bEU^LkorfPN+1(&t2m%(H8s_2k0GV(
zz?d1wo;OLKa=xZU9MF~e85@$;FRbycIFefh{Xi)KOY<`FCJ2t)21LHV`&~PPTB&Av
zK*O6>lP=*LR$CU2xliwiz0^2@Lj7mquLb2KWifM^MmU(uB6!JxftwAK*zoYgXjy_4
zP_A!%77NZz5J+b{oj2@CeXB+y2uL%76|RbDjOi2QZ@6cW^RsqZGz~hTHn1Y9{wa7T
zW*OR~SbaWYEfb>VsbY|>HfGwhda0&Kj_*XR)T72yk?PSp7}_DCV8r=nD(IL>)P|K~
z5hnRM1F(hR9RZ80sOSaEwZvqS`DVm!=%bXy5l@;+ax)KvGy%hI-*GK>r=Fj^6?XVf
z19)P1IR*BaSgPr|8I;qB6V8Q3&N7I965C|dRzf4foVj3-8TRshIZXzid(4qdP0sfs
zQLTGJ&;|vFsn|-8F-6K!sL0u^F4x=-Va}Vs@4kkV-4PlDOVo`@xmgyF?Z0Nojki16
zzU=mf$bI^4s0y@n{Hef587vkZMOQ{Mt7`4;d<)n-Nl0L0r{@^5RQ-<NkYHkx+HjmM
z>9Gf%yW#z|e63tCiJKJSl&X*HhQ}ubyI~IFw!u)Xs}q$8c<8C=k>wGNoO$iz3eZW+
z(XX!C#!wsta-*}-|AuH)XGrJ?JI+x2-cbHW#A~*Y=1&e$YIxuXTcc-hp6BBTH&9Py
znsl-2$%{3sV>^hj4^kgFN|V27Bel5B6t**8M~GA(C<UN3;<7`0I6sTSR2sEFoDJv9
z$`W!lx^ktm+P96NO#Hwzaxe#TMH_EeHBBemw2w*3%+A`6)v(f%EQ`0;_V`p<CSBfj
ztT%rf)$i+M6!23`%e@M0O_+vqac4sZ@FA}w)f+ko<o=q9Ck*DHcHu_9fC~C7JfK}y
zB&X|O9_JcV%}1?VL7g?3cBBxC5x`>I7>N*ttLN#xj7>eF_~B|sMJ4KOVo$-<Pd!a*
zvJQK5`TfP%Bv9&?D+cgy`s>nkX^Yk4G8q?xL+deIoCI)Gia^16VPR5+rn@#;hjNK#
z(3nCNG<G7>-GG3?H6CV}YFeCDK%T6XYG=kGK!GcQyLN*Ss(NWf&VAibAA4G$c0+|1
zqz~+~mZG>~cxFc-%jXtRoq*kL?TzDy&rvAN_T*AmeWT~Qi1kBg@nO{AN<}>f8>=J7
zIv0P3>7||l;>Kg6-$_<`*ZPLT*UyZUvrGN^DCjBb-<((aI24&uyzB7Bk}NAI9r)iQ
zA03v^2qO-1uE)ZsNbk{*6sic(BIfv6JgV}mvh{sp93B0zT+sn0fo`LI)rJ-`k1B4C
z2~4i-v4}bYY5MnPh_r!Gni&bAtm`fx)~71N67%EbNnYyMFODY9F|>XQ8cdtqt#uq8
zyvim!b@1BK_{tc2DL3ZNf#lVp2}g;_j`*?OC5x3ZsaJbBpu|TG%@B!E&V5%?wm(X*
zR#8uvcOLMjVW_8YevP(wHsP5ZpL25Mcwc)R?kE|hO+q^%d^Knn+n7XjWPYW3Ac(_H
zU-~O+GKdESnDL-zPsKO>?x&k)Rbeqn$@le94&^8Un6|LtXJ@L}<kb5HtR3oUqhzL}
zV$>>=6Z^S)I+&`jp30OgC`3hQSnSvIIZIoOr)OjG5iwg%SC&PP=_j-s$~{cfpTd*>
zk$OqFge}Roy8{GAQS51CvP!QIX|vt%6X+2XCZ5Az{9<jbY)4~3XGt-8yaElM>x?T-
z;3X@uY<Kan$AuH7q{jJWsed3_&)GUfGC>ah_Gvf9Vw4#v6BfpD@jcVE5B7&D=VqH<
zv6VuFsFDT6?%huvwCG&V_mt~QGlP3cYbk^NXp0aSB;aX<$41IYy_4}=xem9^@A+{k
zTRUgQ91R?5Os5XjBE`Zq#wjNcJ<sX&rl}^bll#Qj%rtZS-Q5D#bqDHMIGx1Fbme1N
z`Z4>W+?}&(tvZhgoga0gzhfScmkTX`(UTQ!ro(Maoyg}^!FL<X=_@w_*t)Z#U`OqQ
zl-b{SO~dSWoH2QTsAkI3y|p4X`JaYW=;qa<9v1KyDt(>j>GmWW)0d{_{5)L-vC!&V
z-64cZVs3+!64c#9*;%rvW2O6=GSbO`gw1(RnUtH@d<bs(*joObTM8BHSegk?m)h0J
zmlX?(KOv_xR?-Glcr`FqEjlBKN7!8K_#Cj2E`O`o0+7=TKG((0ayss1cP3z(O^-4v
z%`uvixsz=Saj__T+$KMxq^CLUraj*G$8gZqa{0!0DtOD2HDvkZER3p|d()LAT`VYY
zTF<~~ic&t{6EIkfhV5E4PD<Hj`m8Ae8~g7<SSK|<bqZFOmTQRkC{kkfgVDFeX?SCM
zW9AK+%nl9@#cHTj+)Yy)Id*Hw<hi=&g^lPYoQ|~E=jdNe`LGi(9EvneMqLlEaZ`5g
zgKpjxn@|4!M#P$SY8Jw1#0i{Srl+p$6hp4U6iHSnNcl7CNfbOIeS)_L{B}iY6_;I3
zBVzKC?{vB$oYw}ZtLe@0(u-d1{*IxaFJ`aT9B=42jH$t2>es)4%c`rFg5<)ho2`fd
zkF#pAVu|{@g17w29!tjoPU&9?3sc6rFVKbf(EcvO)92!21D3?i^bww%7*p{O_7{XW
z?GLcpCTL*IYSK(ZDL*<TX>^<q$Z<Ho1xkGO%jllZ(60}rwoJ6=f#ZE1S%K0)$jNS~
zi<a1uE5FN=I!~uTnNxj93w;G`z%%}!b}nVF;ySVw7}nA|UkvW$M=MUH&2CLOVdpzg
zw;Ey0NLsBcV+MNj@|G>5|NW*{ad=GKw~Vh-p4zqg{m^oJ_}$x%HQ99)Tdv^=Jhe{&
zkWsQQtbEt7Oo1F{%&m-#P(5hUTS-#OHc1VWD4TBky-8%C2~B02i0tbr$BEfGQco&S
zBuB73*^wYl{^Yn6<c8#Ra7>7(Q1K>6L1pG{0cw&VG87o1h0I?OBm!2M!%O{KT%p!$
zY9klas#_39)v+@ZIw1{o91~NHU6`hMm%<dOybiSLKC7Vk>9~k?Qw_}NJll<lbN*(Y
z-FcQDv&NG+)SY~`r(7~PT`CXH;cf<`!Yb4vD_k$u>AGdqW4k}7<nW`v4jBB~c)aJV
z6FG;k<%~{4_3*suZe=XM9KL&5a{bqQy9R|!aosn(R7p!tIrHwyksjYo=dmPH_qlZ=
zW@=}0bh|6CA_g$P!GnHACqS#92(C8uql(>QF;obM71Jy1Ovs%+=z0f~(KUq)3HaGr
zy#MVd!iB75WaG8Tsfm*->|(vC)G;-sMGalHDwzWua-;`RR*PqL&GiSG`!Uftq6+P|
z^P9IMjp$l#SnOhT<seNH>1ZcUS)=MPHaG_zS+X}<rRN;w-sw}7a2INMl`J8`CY5i8
z)QoClUA`$k9zs&!%eDd&-NJZ84cXes(qarWnexCF)g40EDKSR&XnW#|DaRhM+b2h2
z)WHGfzo$0ofXHOj)kYl-`Yo%;uPW+42WmjvZ<pLZx|o7)SM1`cat>H-(m{?O9vf#$
zYb;yDk$1`hCRM?bqF4$fvi|TKr-XiS=?qPNTV5TF9UZ6LcM9Z@w0D)M3p7ZREb6QD
z>`vdPmxZz}l+BNc<W*KaTRcgES23fbaq2JdNl#B3DUjAy_gZUi0;ZcGKiU@UIc6(6
zs@pg=kWHjpHG2@ae%#!40q@XkSd|OtVmX1)RGT>Fe=-PMRTlFfFvZRQ$k{&d>$^r*
zlKxJkN;?e4l(~?d*wij6Wl_?`rK&PTRy0aVAvGWv6DlW$49#*pee_!y-_a5pI<um2
zDES|Llgt{rD){yS{7NLtQ`*HX-sGz*)rq((dwet554mBe@DB+T7A+`kjwjUm=FBfg
z<^Ifwa>zL=nIp*knG<Dq`F-qmFLgW?XNUTMW<&WL=p%029QOE<l_e!Hi(Wn?c=2b5
zcp>bGn*L-eI9hYCMgGT(<WAoAlBICDDq{up5ZXEgYl5rYp|E4H)!Y;(*;oVcu{fy$
z-U#(LR{lUQ?c&6U0l3QDOh%R#nIR%Gw=v4)_78gox^Gv%9*8lIlpUs|qA2ZxRW7B+
zWXDv8FAtF5IJA4wMG^Nj6wHwsZf<thXS^qY0{110BjOh01*nw0oRp8_-WK(kU7SM_
zxE=LvlnN&;l7=CL`*X>>c;}Hd!k<ZI^7^Q~m3oe2JA}??Z&F+B(%XVjM^u{ztqulu
zy^${-+%5HyrejPVj#4V4_rO6|EIWyVdmweKlEaN|yKFhi8ToMi1#qgWy}e}KtL>7n
zUC@Nhs;?kx_B;&BBziWP)lS<}&9#9AkT5P=M_Ztm8n}LgEUG(HH)(22=6t&I?fov;
zqZCSgg#TKRU<K<|krVT*v=8exKBmvg9W<xpq0NVYwh-Av5;=4}%7rxPB)AM$uOQvC
z$K2_wQi)Av<nz=JU9mCrtM`^lmUdZ9dc}^!Hod!vdJFybO;j1U{Om0y>Md_9Z$yVJ
zo=eP=za+D5nOL$z*{JI5RWWW9^*r=zZp^)GsB}+YlD4MBI9XYR2EhVfzu^_SihQf9
zrE#mvo&M`|G)?j*XsNF(O_S@OZQHBLZkfUZhtYB=`HZWhkHv4m<?Q6_-sP3sC%fxY
zrn=<Qugg^D>rN(z@hiwU%{a|bP_2|kgYT*PiR|19?fvX#WP8hkh#c(}k15;vn)tTh
zUE&(UE9)!xEBWi3=hI#V0u2dGB<maMF=|5y39vAd4us*Gj1>L}!lA)azaR9gz{Boz
zNRF?hre8>Rmw+!{mc{6e^CPSS&fwSYTDYyhtD>lEpRegJm0LopVJdlLh%X7Sgjb9g
zbmq@*)Fe)R(bs-dnSRN<qJXFZ$pd6qYz4rV>W)sA!2ocJT+ei~n>^pR&O@1jSL^vm
za@K83Al&hH_}yr6u863VsF$|<xFr{T$w5O_>b&EB4PLHLKk*$mEMF|ariUH``co9D
z$Pw)+;wi%yAaeW5IBl1^eXdyKda=L35wAb_*l$KfD-?SBescW0;a_2X^m{;m{Q7{c
z{sN!i5ZwLmkQ@8|EAI6#zKi+ay>sY>IHDjRuzDb<|9!fD9Mk_3X6}FCJp6}W`#&8u
zY+NjVu{kbQ5@wda{oJ_NS^fpi{imho?~Q+l=l&V~-|!sQU$X9hX{cf5{EN^1%TV(V
zDfb`j+&}i}|9y6j<1ah+UyuHO8fw@$09^kL%dL87ssgv5ueW?cfjBr&@p56nYtGVu
zATQe!2!#CoKqmHr;voN>J5yB7Rt%|f@t>&|2g)nb2Ro)Az#_BqGWw=fV_+1PWzj|7
zTl=&d$-{}qmwWY7+vZs(k@@rF(R#NR*Hh~it3-n&iV_BUV#F>DW6sgYC#fB``6U^g
z089I0N2?q0gkSJ?V+xK_*UcAr^Q0TcA(V)};1H%-Zro~{|98fiBoS*)qYX5^pCe5<
z<DFKAQ#$^S9_u-~Q{6RnU<c>MWOt9PnDAD6QXbiB-F;FLKlEIFyf+zK9o=$>O7TUI
zEul14=XdL;-Mukb6;mBsu1Z(WuH7fqDEe0wADzJeJ$#-c4iqhvM6=9i{HX3+twzX|
zQJ=?(%)`i!-Qq!N5cuQZzx4gFWrBvGC>Z#aaw2(b!NaxG^}DmtM?;it5Z7lfnJ|lw
zZk5|tV`#*2SW!zob;P7#cxQzD0)KTWhbde8cL51~UPwbY!!M||Xsr1ZXGHp6Mb7lq
zgU0+_v8l6;Z8_>Q(rp2@g=)^|8?wzamCpDZ@@_NP9kJz>h?R&7qqlgzTgHFJetI4I
zdWI7jT@^hz6Y~ioJH8m{e@GlNPmu=Q7G!BjxH&!gPK~LvGzV<qHO9-w&5LicCiBQt
zHiYC9mMqJ4WKPeRd8X#<`K<Txv`>zV%9_7yH4hxYH)QJ<rX2%4L-Y@LOrSgEc`UIn
zK8Y7PmQxanIF98!qplkH?vXlWu4bVd()fQVSQ7h8xox<8DSz=dKgX|m6IeaqHoqn!
z*^dKkBU~-+5|rLznEQw>+v6VLSqU-WK7<IpzqwsunS|MLJStu0tY<$AagTp2_W=L)
zi*~-4Ea(`DyY(GQ<n1DFz>jlS!_x1adU$(NTf<x>taviBC0`O=JV&S;9RHOazsI|@
z;1;G-g8$Lv67#wgxeK?&W$VJvZHw4lSRI|xd;06KdLfDa(FwnG%rP2$>Cx#jY9Y-B
z`1#CVcPYX^yj{}o)-g9{7nA**+I7kO$*sC2zBNzEZRJf=O#JL|i%z(6JDtTfQRFw7
zll2m^)jel-&vUh%>wMlaSDR!NtHg7~3`>e(l>gWr`#FY(O4%m{AuvBdCaozNT@$Hk
zgzk{VRZH1cPWfqIW&BypFgEfn+?FgMH;tN1?H<L|*S0tcA%VJ1bb9Z!&253RMI5s;
zm{m2+=Kg$hfg?$$kYK5)`k3+X&OFvWf|s9&1S*Pj*O@ts^`nJ1ew@6es@tfm-QqCX
zsYD_3^vPp<yf|4ths~i+i(+pWGmici18YC`goyPuT8Uf&f!OtRhSa0Vx7DXEyYo*@
zMp?v-1Hih0VvGP6mB>sP;=uDyzQ4#gl7-QVm4kzTmO3q`l7lW;9v7#YvoZc8D$`Fc
zd7G2N)OrQ06LA?g4H?uU9I=Ae18&~mB5PWu+}eYGl!=KM8C5@!DknK}3<<)3_>i>N
zb#*Oa{Yly?$1|cmJF}4tRhG99a2_407BT_aia$=$Wav{Z_@fWWE911+$X=tdh63h>
zS@Xq6>(z49S-JQy)mHbFb4zA&QVuvARSlzy#4s!phBRZj9H*SK3n<)V=Ia(Ye`1bA
zlqr|f6u+^lK)PA6c>MgCYH`D*ZP2KA)^6cPW8m1BT8`z}K#&4Wn=$7C_A7*EPgP=G
zX?L{zZ!hHZG8iCPmV<;8(U{D+Hf7ZnFJ%t?bbK`<t<2Oxn>xqjZs4NksmO{@{W*8*
zo#XpYw0L$MZtKL3y5idU;&Ly+$wZw4*kE6VDyaoLbFSBe+f#f2`Oh8CFtahFiQg3o
z>Z%-NAt9R0j=6^n``~V3$J%`KA9pQ2V*ZTAvAUtkxv3?KRuNYGc=mmyPloat)5mD1
z#S~Z;7^MggbGN)9j`~OnDtRdA$tGn*U2<%tCI;h%VIMa_Z0YZgMB0v^cG68HqZ;fw
z;|R;;&!1Tr*DLjG&ADmQ)vv!l9Mk@AR$lS*>!mt~7hoH#NmcUTkJH9E|0Luew7nhQ
z*bOcS7x?q8q>DPd2E;gsJ&bdF4$kJzywMV--=Bruv+v!f`<|*sxzd=ooO3YUch;Se
z$j4S<Ut-2@Tfr&sJPCXB(ySt4&GoAbNx@~u0iD-q=6VJ~q~PO&7qb=X7rGO2{rc4I
z6irf6cWai4I}SO88}q`iS<^6uO7#z#Es@JnevcoHl`$Xm)G9L4C9lyNNE;LfRLP10
z2oy1OEp7FA7}tE7$tG9p>IJ-u-`y~y6n+yeX<b;blv4oZ9PQcJNVuNy2e1hf_^Ni>
zj9`Oa%C!a*I2ucZT?V)!f6{34;F+^Gwrt2X<_J#0aD{SL{g$G?i>bqR%HFlEVN5KM
z&O=jD&e>v2%jJ8a|E;OLx{D<<Ui=EUxvGpUI^fqsl@=n|+M0_x^Ufp?wIwefsgNBD
z6v5h;RB15;tgdmiM&QM)GLai4)9OItaygmHD+0>{b#=|<cXV+aZON$&I;6_jI|klc
z9yovRKkA-VTf#jbq(voq(7s4m2ouWv%#XE2l@^UQQ!2k}v|u+l93FYc*(W#UPqah$
zbc(~4;7|GqMk7%29D19ex2?`LN=jHsNO;gyk^Knp!`iZ%=PG_}C?)WH4C5JgYOiGh
z%OWagS63hLh+m?56XzaQdwprTAc)V5p3ip=E}el{&mTD^x0AS39rfzRx45_44_rK6
zdgr<=?Bep>bB&!Z)g<g)i)HSwKZv+}mxDbO+-n~-fQ)jA_!fC24&*mI*WFKgsg+D%
z=Dm|nDW?HP(!XH(O}D2*IISE-m|^AnEflDMZ&VvbBc-1@iu<F{LWzMW-f!QbLB^M&
zKRdx!fYL5GH5l)@b+5r9N9oZ)2KTh5ykBi^U-#J@RzVH0K@&#(qlo$x%(ret3ZGoe
zvC+&WwtPEG;8ns&oN#evg)SF$_7`&#IX-nYZ|Ks-KAqi#yP#gW%X+y%70s7@JO||p
z$4!jfXK@nxYD1Q9>tRy8I{C&Q)22@!=!&$JRSK$?>eY7+`_D#2n`YhHlFCl9)4YkS
zYq+G08n{n-fkeNhxP3-pf`gl_C~8W%ENW|=eA&t|yT851%*t=ea}xUB^Ue2J1cC~-
zVNQL8Pb99vIT4Tou4d~Hy~FmKw@Elbx<Czrs(aE5yK_(ny#wZswpsc30#-^&+|2nG
z=I_!KdWN^jYp~_`MNh!5`Q4E_;5R|Nde*k-uPNQZ&!O6xBC@w#YQQ@}=er_PtNqh@
zWwym?2s=QU0xAvR-HA;2p>xC>S>2&{5di_}*BI_-yr6)<;Q%D<`-XsMD8R90Q2KCB
z!8Ym)0@30;6ccg)^z0R=y+8|c1@u#(*UX1)4N?W9b&r)jc4!y+dcb9K&{|LBHkLi>
z>js2+0Ddo`A%!Mr)$q*ttPgGr5?g?Eud=fySQV&7P<c<vHrxh(dMg22;NUjP3<v{c
zn!lJKsV2x_P?QkL1o%T9k}iZ*Z-{3c=>()911Ir2`aAdpDEl@q6TWH?jUudB02~Sk
zYcGO5LpoA%Kv_?<n?UwWfK$&(5B!)AZaSEBuPGC(EChOwRvtt&^qwFy4t%6PG)5p;
zJn|HTEz{rjlIH$OhTm{NL(j_kGmN&KnJ^GQgL+ArP!K>qgox||d`YnP{pSS@W}xq(
zR(i@xqD?(P)f5uk92NM05J@40;HH5H@kn$2g!dpDLNt<~qa?8Ak^{JHq!}Q)LIgDd
znud_fBzT&F7(;A9lHbS$Ibpyl^FTmH1fBg|?GfH#KS8>KwtA|!vG*Ew&G#Y)l)lCJ
z=k~;HL)+sJfNcc<t_h#92q2()IJT{`u4wtRfL#!852ju91K8V6d>%M=xXUF}*i5;n
zqahPi+a}iuIp;=?r=wyMVcUOeA=DSSBdT|^*YKZmKzO8l?F4lV(lexTCp;JIUShg0
z-^P^v1YV;}J>}<QP1{I>VcX~bNPkdAXoBQL&H<keoZQB}W((a6{-wiwuY&U`bq%o`
zj?RbVJQFx?WeDz$AR+)q1Uk8GbRC~FfUJ9ym*Y%%2hw7o@Uv&Vgi6kI@k}Zy{jb4^
zdV<e0F|!q4Zt>TsHk(!uWx0|Yw)SSk9HE5=PYWWUEoAetR8mIf><48H+<G|mhJPyU
ztRrNLz5)#}wcvoop3q_r-DjfFGe1}BH<i43>T$#o%hGYgUPk%DfaQc*X*(KywP4ct
z2L5tCK;iJ$^6rEWGdgRtgU!Km-;MYEN(Q$CeArNJz#em~1Q*ec#i4up9%(Ez7twZ0
z?jC>a1HqHydcOn5Fn4Stfi)d_hMWERlmq^7B|)?O`h)}eFik8zm+iJDu3A!S;GSpf
z0l_$@_MmZR=KG^wG1Ul<B~j_p-a)o1Gy_=Uwy-^DI{Xy$7sMAxL60P#JPQ~Cbbrr@
z;ddM`s30N3Jlmw^1CSZwZ~pEm&^9Dknl76`>ZsuP0g$4gtl@tu9nHzt=a;XzRyn)&
zo>TWohCw$w6}b3!p40cpV>=0m9ld+nula|)2&Nr)$7?h8aAQlj)bGZ&fC;o4;VJrs
z!{a>Oq*&&l>BtOFLW&@_wMgb*95~?OL9F(pQY5I(;Az_pz~vQcPA}?o1j>L2LoiPG
zWd9pOg6~i!La5jN!ZYZmMuAB2uq=P+S@6FGcxULcmQalN^R6Vmp&P1UVuEg`_o2*Z
z+F?cl0Vje3&b}M;tMxbn0ekPs8_eM}f;X<N?dPmL*3I5*f@-JpZTFZxwO9>K{X_SN
zJ+ase0!I4=N8Z8q*Kfn<1o&J;M=kTqJ5UujMTW6NSH@O79-470d3dS;(oFEG{vheF
zX8umS&P<51kiOgCNB;Ez*vUb>+kJRX;H@OkSx~Qm{CONBQ1Uj?jCq0fC{VJ3pkM|Z
zj$8e%_6<(n{j{$P!#o6DoSTR4QG0T+9GtFB=ewAj0}hR&86GL4DIP`kKz*h4<IaxO
z+4h!}UN0@DAdWU8QxT~k>bBk~-MN|dnr717xm~eMnV;Am{a6$X%5?BiM_$-$(@)~l
z*v#12(47apAHC#4D#kUunwVMG9n>vh=m}>*_(5wy#f!1@m%-aL31Tt5DMAzpXP9ts
znX=}P1tw94m`fgKnP(kFE<tC>32$cu_%6Z@e_-7<_PIlJ`1F^`6%uSVl+xA<!cPfY
zKF(yZF%6C@e{{`w3Ek*kUAFG#dQ*RG%lzEqp4OT7&T(rhAJf^;J*ae^yj5=j+svqP
z>SX;n{UGlq_aJYbbNbNkz3J5Qu~Ow&-Q2pab4c?bZ^`f=?<jXKzyA)Q5%E-Uh<4?!
zQR}AbRO{wgi*rVE>nSV3O0A*@_4UV$&5U3QCJL!=shGC$<ZTYQB-3ghsf0S}qHoc}
zAr6yI7VxQfJ<C`B7I|siZg)&%%Zen++z1;3EB(XUq+?EClkiLYz3Z7N(g3@9S$%nN
z6|gLuWW)L+%!aV31`$w8`uMWEQG4lcseC@M3~wUWq?y4y*lMB&9%-{EYn`*eMl;Pl
z#64=IZG>rCZf%&bwp#8so1QMk%xWTQZ4%5w*={#WDibE=pwqIes49^>he|Q>jX*d)
z+(gz){~(5px_+cVYsBvYmWoupDLL(6Ke<8NRhD`-pHg9dKzUM&QedM<r7^q+&!a^C
zt`Wwevs>&t<bihn`><hw_rvW$a*jcMQQC|1e4ES3%O_f;5>flckV6<RrS0x?h7xf_
zb#9tUZa*;r>nRs2<A?xMpuoyDuNG@{PK(r3x5oncX%K7BdKx_I>DfVPFM(Df>GXB(
z8`{?r`g5F5(NvbuEv?waLviO$t!cg_o;<n*S&AKHxuzU7oACLvrl!Ru_6q?vreipv
z>0$M@m0L5@pjC66QkW<mYsyd@K6<MxbqVt@|I0JQ=W+%UuU*N=Tg$~pQ;P}XAo8^J
z+B_hyJA68lgN#`{B04%;(W@<)w6i`836IUbfyLCmX_Zx-*)b?AhkupL!Z6fW`g|f<
z-Bc_6@sn$GpKDP@E1kX0MzCeXq1e=wHB&AFSN(`2tkN`)yFnrDn#n1cdYxd!%cAQv
zTcGQRLB{H;;eN9W3&0n{*F?|z_(a@q^2JG2aUC}~#?kLn;3Y=aAWplZbhzNdlIV#j
z$x|?3RUbOMs^VEF_H)mKz64W)puIDUb<kMK;Zf3QtTt;{{Pwhx>w*72uFtPWq$rA0
zgxbvLuS<C{-g>dM>wDR?(t^JcE$_pR=3SllE+>ogvAU0cw`2ULdGB9;s3ZMo+4R34
z598tE{=3G<{y$Q={^ye6zfJc~V$uIo0MCC)hX1Y>asd9N7XH;A|NmDD|1Ey!A8qhI
z)WUy49{=~%Le9Tx;lD+J{&%PCzob`oE@r^LtA&|vs!2z0UspUv5W<pzffhXw<fV|J
zXMIu-fg~;@1C%Yx#%Fm59MX-ISk`Hc?ThkjbBkdT<;#{j?O~N0jUw%78?KrmS8pB+
z4COh~C4L`MFYlhQQu-d<)n`N=i#}c+Rv{R|!4YOg7)_C4h*dxE-992FCWRrwG?u0^
zzSiu}$+xeBN^+bI=_|2bt?i>xSjvlkSKKCbJ<5^}6_RmPK*5d&9nK1i{<Q~`nECdj
zoeEGA88mso(~f;7+Qsf`aPwVBT=ku^5c;Z)cV1XjTX6Ng8x$g~phVz+M{UyzkB!;g
zU&3(6DILB6M9B<5)hh9lB85BFLR~`DimlUMVn(_vcaUtNejytW$^;!n!R#@hlC{Ck
zdNkbG4{zl0ao!eAh>LCn>iU^;|H$6TO?~S!F)67m;QOW>d}cx)`Z4lJ7UxF9ZffOl
z#6%CM2x&eg_l4V7udOsWvs}tkOb$OW4o#<)7Q>zDR{j&-+QM=a<zd{VnI{211AyLI
z2sbOxfb_KdywZmkqc25A%vYl8Ysc#9qMci1nAsDr#kry|F4Lq;jl#??JM*f|(F#Zf
zdUilmV3gaNGhmdv3`=LQ?~*w%U#@D`%Im(y%@$GVMrkrK^!s$_>fRW9gsSAz-gHUp
z#vJY7)k^8oRt-BjpywQ^)GwX9;18NP(B|M){y=AGK9#rjQRSs2LPL)HVO-)%Piwz$
z9C__hwpeXMU)2kjwevG6Hoa<V7hS`eVoHyvIkk#aFYx^|Nu2JqEmnJ){aC7g#%IRN
zlKVnhH^PbJ>j_t>K}z7OyPnD*#c%BPq2;BJ)+vd|^78)N?`|nlrv}Wfzu8rd-HnI0
zRma88(f2N*OXvO>$)ThL{>ixfQj^+=<6YeWdGXOFUu`|^Y3tKe;x*4*u-hrp0{!<g
zgX^~ZB}Thwd(Kx$(^vA=W{QS_scTf&Ai29R5w=&&JZ}hxIg!X^MAf-IpTv#IuH}F>
zV`L8Iv{9I+QpY!athWKyaQ%huT#5Ui%Z!^SSCa7SXS>$k#L#`LU5<|x8LY)=5bs^P
z`DGz0lnOuH<$HtQJ8oJxv(76Vawcj`#N+U|$V{GVew~2NDZf!rJvcnM4h@Q~RA4!|
zr&F_i;~cSwCtEn1qIaPlEs|EO<6&f!i`oE6CTAyqSJRa|$XS(eNIBimEqT1pGk>t;
z<NGu3lwZ=&Djqd!S;kPkR@9NW=h`@)C@k<EO5oO0M6mcFx&cjb762(^OeWsa;lR$t
zAeP$JA$^(u6U)vL>Cl=r%)Gt6yl-AvOs55R5uxPXX{l+{*QCf6;iH3m4WZ9;)>oaG
z(qo(^g*wF7E|#2`Iqyici9Zc3u`>A7srArmm~OFsRr#qwchMI8pokhZ<#MbJ*LP4e
zRES>OPG(%2f=2A*YD(#q@r@3tM7OB0&8b5=5<dx3mhT2!8CJfoRgYc*0%_Cdxm|@7
zsFxA{Z4LF8)&+)wE@eYKHYb39bc&H#i6`~pf=DS=(30U^<s9t*NzHvu1uXKHs`W}g
zy=(5`+yp&UXj&V3qs{^S#Vg(K2$i4XdX{A^udh_F#0~8je{+64#A1qpYV?;`1Z}p1
zzJp2Nd(>y#8g^?v&i9P8gHjU<3?jb_q}-Nhm@ny0{exxNp`D`MU*oHcq-C4Pq-op4
zsZTZuE?RUqQ|Ab{1%EKO{qk$ZS@)><5k6k)Q-ebWw(9V`cBO@SbQ8-D*tkpQqPqK1
z;rc=t5lQ7gj&1)|4z{Z2xR(40ed84I%6M8}Z(H(kIJKG)Mwy}O8`O_8bBTpkrR&{V
zFJ90ax>gjnN;rvkaVrzHZTp;3Mf8&gNCYudc+OinT8cP1<@5~-?c@PDZ2y?Mc>CL+
z^PDc=n>+#f$CMu*+i4}CqF-7w%~2sZFK}+V3jF-%g#dAhP&<~MKr|}lh3lb15;H6<
zHWzsDtjelhv=g;)<oH#UBlNm^D6h)<YOCdvc6T?V*kxcJTDNa=drso63Ypb(o+N67
z#bHl;j5!m>U~jWp-0;~=1k+W+p|`DTWBNLz82#%0Wfg1)JS_|rVPcj+6F<2pOsW}!
zD~FqH#v0J+peec04UpE{;K57ZxH<PTVU^(WeGJPj!LLC?V6p6za+u|!Bws9m?)#Lq
z%;09y!eQze+#0W=o>GKgGa~zCn{l^QeCYXHg`f^`!;4#cP3xIfQ0hXW_VygukK!^I
zSx>)V+c=a-PwV)cnY~C?>iet+CuP+J{O{&_S)i>XV;=Wek9~5H<-HU`u4gW4R?X&O
zdBsI+dGrjZQ92QEs)b$^iU^mrKju)-eg(Ie*J0H2$c&p?y~vJ*S-dFn;;^Xi?pk;$
z%aq~2VGw=qwwLt8h*?dpdYqav_S>b6?GF&;wPF>FFo2cm-6YOp1N|7XPA22ix2*a;
zA1m_wzPdb9_#O#Dq?3c9cbmdAfwIUB?zw+z(lCq~L}PDf5B_j736p&2k0v?m`$vEy
zPhbilw%;nT+cclmJGzQo1g)LFVSZ+fE<?&|SxITc2~gTEi3TV2r4z)aW&@MZ-w{_4
zD}&eIkyORlQ7Y+VTNlcpv562GRpZ`?trGv0oyt6F1FO*oWhm^;W=E7qKe}BwBj}H$
zAGhf0(qp%V!5aJhrBG&t9Yh0K?q#)hyB;g-w~LQ*W^s+4tP5lBR6bz?zsmQYm@>+~
zxBx#qJMp3H-XOVEBBRTnCX7IlM%K6<7Y<6yW;a_GMmgS-l+@G3Px~1n*`4JWXdMV`
zd4=!uDs#$mCFb;=ZAF8oFVo=1o*8shsxoaI&nn=AH*U))v!wf**HXh!F1lDvD&twV
zaC0m|z|vb`CDKr1zGcz2QnWroDh=yOtMu6g+ZGE6&8#et`p`)$0Ct_FS$*WBG(gTq
zy+&)w3^%jLCbdRu!VEQ29DrzZx}w`toH{8CfM1?4XN{YDv6(VqO_M{+<g)p_qFP&K
zs?uAWC5M}-45(k3FlJ4fL;%dMB-g;!+|+ZWO|k*_0fRP?%d$X~5i_{VQ5(wIjFCeE
z0Hh6N&8T_Ouo-WrE<hi^WmC6eT8le8)K8f-sR=Myjy7YBoRkERFPr`!tzCOOl==71
z{Z6aMrDe)66lR{e&&1>wGbAEWbYU(G!)RvQLXpZU%8V|nA(E7mMQJJPvXz>zOCpz1
zNt>vZONr>RzR#%L&Dh`me!thN#~<@?o^w9uJm-AQXI`)8%=x^_^jjHv!ZWOcW%|v7
zENn`TIxVY}u}Fx<7PGv1a&8x`74BiZub?opZWU=6;)H!HZE;l(Ui>yFtKRH%MvA)!
z*0$$X`O8+b6B)Vg>cR+Cf!L`WyeiUY)W9VTjm>5`?s|qxgr3+HtbJnna-aez<FlMj
z@^e|lp5?*Z^p+j0BNa1QEyk=p!4rl;6V@L3gqko<{PEVH3wCYU%;}au?341D6D>Ga
zEn`AQ2p1<b405q~<uk`xU@XmY!rehC*0_8ovqg!eSr(Vq63^<RPiP8%7T4S!bjPyG
z#P<fHus@ZH?+p52e=3X1ZgFF6r%lKThr~8_2Df1Em5G}MnOKkVI6;dM)}t&gr-jNg
zqE9FbQ^l_s9j%OI!d#Y7(3O;yXzVH>7ON@@XBp8Z770IyuU1qaZTW>Y8hGV+%VXAP
z5Emv~)AOix5R3KidGsF!N(g>551L_d71hZtldMuI*GlNlDh<5CZ|P)}260V=t9t@k
z8FIp=o|52>UkAOg!#yQ*u8Q!mI8tm<{fZwjMYfKIp0pJ-8Hwme2P#}R|3;2tRsF#a
zm?f9)g?6tM3>%9kj}E+d;e0Zw{wCx<&GB6$xb(fK^T<G`3#Zbgx|bg?LN1Ml`mRC7
z-(YxRF8$I-+=#mL%d5=JrQ0q{8K^LeLUcr~mA>+YX$3maCdvuErO%Q^`x6&b#F@9D
zhsg%Tmy-*23y7}U^UY}Xp%h(#Wxn+UWsslqQ)B#!A%3%I@rrCmugi@?b{EYrLW?05
zFbfk4(`<L-;l`H25JeGBpe<OGmNyU}U_wcPAi+vOG4ue`n{1Y~eq}b9qe+nw$#?R#
zL@<%}_e&tpC>$RbnOm2Lt;qwKv@F`jhj@db6{5mjR7zuJdeP~#Waswr@1Xk7o0Nlm
z^>d<wnd(JbTFvyGkeOy~Fnzmc?PM>C7rAxiOON)Wg>d)W^#UjE)QVkMZ;OhTPy*1c
zl=j2WWa#Nz_U+yy1eNv_=!Ox3etRzTgdkd==NfI2W|mffHB37$;6rr<%Au&N{aO1r
z3e%v+piU!zf_BN2`F?r6o&__XEKuG?gHclZ))}3Dp(ok_btxY4IP?c(CU*cQFbNF+
z27EE4%5T)xt<C!A^v0y}limGy&{Rt8*=uY{?U{jY=nj4Y<&8qrOisZ)^Y_OJJjj~-
z<%QRdQb+{@sZit0<&e0%>oqR-Z$QT`Jid3J=5lnNV%*^Ych_3`ioAg+LHC6wlEBwu
zMpe`Vh4X93+qOgEP7ChwZQS0di?$2S7Y}(awWU;~4yc62=L`U@B-b~}qMOhgl-}YY
z>qF538>fmC+6@Dt%Er!~mzh}Y12jWX3RElekw?2LC(q#Ur>%W%R~|W59Pb@9t3Eui
zL9m7#0jtiSsfjM5#f($Wbp^uW5i@}yB?3}?S~0-oekD{$E<JNC1KrdK_1*aJIMg>Y
zU_(Xn0P^?h(*?Q$H%b@3#I)L}@}#}>=8@-_hsj+Rrb6$A3e<dVXtkI0mg_h9TujuX
znNpT$?67}!BFoZy<ap*ebb^W~NU#o?0o8y`qNBdos7or`T<L44+fGxvFq9yOgAQfo
zxFAn9c4ju8F}YOq)CYR}!Igc5Ifdzk$7ooQCGll8kA@-_bx=;WJ&<|7Vy&o}SJm+%
zH397gP`(pw5;$NQ<+2MJL+TJ)GVU9VQ9_#y?mA)2G&q`37Le@x#(e9{nWfM9>E~&s
z23NFy^PzS*a31{VlgYvq=?l&|4>>gQW64NL<Hh^a6WflQ3At*Zla#(vzu1|1v{6~0
zjtRA)RT(@_RrfyY3UMqBR~GHWtkU6NCzlsGGhtZIjP@=DQMAb5v~yjitH2>EcU^m)
z*|1CdNoY2dlF?r3Wvq>B5eo;`7m5PVhqDToWw=4oV7oHkLSLTgWjOq{>7gY#rW0$Z
z?G^+}Tk+Ca+g+|8Bq>9%SwPlSqsUL9z3)Z39_0T>cAz+12u4h*7Zmbu*{!7PKi{!+
z^udd=&G@7Kt8?%4&&s+q<lX(0{AjEn7b*Yo&_{TG@YPTIr@<oCw9#_sKh}&}_14;d
z#7wIusMP+D^X#KdMdOVA^wI=b%@r|=-viUiU>CRC3z@mHR2bpO%n^F#MEDE;6LGCL
zD^V-1e$RBbl|^fJJ!yPZ?+*J>dQ-xX+c^B!x<#`!&uxadC#qY6tuU>@mfW0pV2auN
z4y;ba65sWIP#MR^TK*<GboRTbR+p8(=W4m2@i8gUWok3I{VT4H*gcFM*wm)Dw5+A(
z!AyQ!_JquY>d>b_v*1f{=O##z@G2#iLQKkyW@hV}GcidIfkEsG-HDl2|EIW{Ph=ww
z)~RqG|4<!KAJA<Q^L>>rOSU^HqdzqLhU&yNeUd0{-860J`BQF=;jd$y?Ygy{apiz0
zjt|_dc4pvxKb%Tjb`ASs^USG))&9bSK{I9q2d#s)Vuywk+Xk}rv}=F;x%uassBCsI
zyPQoK4ti41<-Eg_x}NHI_I0<jxYwL(@Vwrcxj5sRv+r4;puu<O68rK*+I5SlmMGV4
zZRY1jcjnqZ5RFf@+CCg!{tM^KX`Lut|51h71GT+f2Wk~MClZIAmJKqRUw2+@eeDyx
z>HWp6s}ptfpVwBTdp&uTo?W};GAa>;bWP~+cS}fCuNw<^n|EU4tBFe84~LMdiQfKd
ziCHMK8M75@fwT278^V&=4$i0Hb(niNl1cZ_ZHvRP{xz%nLOL{edf6Ot!qd9!Qt#|)
zdwte~j9+@kC>7}K?GSggJ?V91c#N)CHs#m(?2wUj*rQr}3aoT*Xldn#+EL?}*)#E;
zIFEOK$Z^({Sas=yT@4%3T~m(t?QUM)ZtpnB&D9&;&|2Ahu5<LNVa<jcOE)T=-II>&
z%_|$ZqF=I^SsA@m!)Wz&f0JCk;>aab`-`;YXq)cPU0c<Aeb3+48!m^OZRx=Ux$Y|M
ze1$el$Q~3iQtsqr=MDqsHJWvtUkbd)hPOf-o_yav+KeHss+>(<Vp&*Iak<Le^j!X9
zXpydYkwu42^#;nS_FCHmrmlC1>!w|cK0GX}v1v2Y5Z`u9pE8c0oc>M2(8*zQvcPk|
zH^cuLl%}A1jL{NrbA9YVjonGR|CGFMe1GiN!7bCLe4b<$>|HE!wsO5M=sjO6Q$7{(
zfXaV!6#lzn_O_$Gj=rT&^OQc#{vnthmYaT8*Smj;y|gjPz*_tGLCj7})nast&rZ`2
z+12%&GIdJ@xB8$mW%NEpPc7?3m7mL{as3IAMn9^B)-U(exM*j3VbSw^^<(?QJ9Q-m
zl$ZJP@=3-yYDF@}=8Efft}>VRuAi%m4kgJVWCl`f5Jm&C@Vhc%h+4XwQKm}cK42$W
zPr-TLcMv&A?aC7&udWyj)~+CAB{@3-vVujwWt;I^xkP&;SvE1r@U3E6y+Tg@GV-F=
z^)kEn89_98O6B#ML3X&s8U;xje)iC^B;}ooPa*0*+L<fMG(bWEV6_?bi=c}OyjH^2
z)b9c-p$bR#t!*&wj~O?_%kELAOUi5T=>NRUC_YJMH-Poeah+-H1R0W2Ub066tbZ|H
znWSi(tks~@zbMwYMyXF>Ea~S4|9<yz#U8EgN<Sqh_WO*h#_HF|Z<mKB4K;B4w~VXz
zsGU~yNQN~SjmyU_w^1}wIGU8&5YeU?oeXXpWpXT~RUvY!J&H#1T1g-5S6690QX7@=
zZ+P5q9SN(Fd!!j5=U;z$C#p)}k$QwIZl7WOWIr*|sz<(5#;~EYe^sPum27|}HmRw8
zcblxW!f^f8NR=wTO-I5`_|0k$?+E(jR<bv35?=m?X;<B?_b2~nVwcP-8SVI_TSky_
zCGs~N{$)Vzt=^M<AGE`E1dX_rB&Jou%co4cK;rC<v757ReEat%E&@Luz1jkHf)anv
z_>f|9VB`Kn-vt%?2rXK>$}+ZydYe4c<~WtJ+<WVbXR+Hgemwx|+b=*rq-r4jq9<Qv
zzwE=HX(_-e<Gs6{@b$0D#K#T3K6<3?)Si!LZ{9a)*J^sJrIpCLJJoS%qe;7x@$QMX
z{AA=Rz!hfJzSzKE$#0{!^@ywNH)Rbe_l&~yh*0t4HSPIB2h|NpUHIu&+ZCzm!Hou2
z{S4k2uLd@djDq}Lw&q~*RlXi!>88-0#m38Wu|&~kv@P>((tb~B$PYlz(q4A#=COTo
zeSKr8&Za%oB?az9FZTPzJ8XLKTCRcbvRCuS$JJ{>`gU~dIXbu8eMPMyJ)$YAsxZfN
zx}TM7Oq=N_dCamOjJS5e&pU*-$*C?!{|>zTP8j#r!x41%>$LZE)z?RwKg|DoGNpNF
z>Ar>?L6duft!ZUf+{IJltl<|X1*sG`&uAw4cGD@67<Vt8<>`{xvteY`UpLTPbFzC@
zrmhbf`wxYRuU@dvRTkXoyg*tYFYs?<20!=pf4*o3Q0Tu=18mmDMg~&Dz!Ud_B**F7
z!p3gY!5~bUEzB3=j&P53q=zucyE%04-5WMhcZX34G}u~_s?FL!5Rrs#6&o07#bB~{
zbPg8+p6_qF($Q<Z^GXRrEHO4bG8{Am5*yBn;1XkPVRIrxa4aFiVURf%UYIS+&)pNk
zW3yRdOb|T4nqUoB0Vqodg9CyQ#IQMG5WpG>1E=KB7(_4dc>m86g8$jVLU_DLA{-tQ
z6Js5NvSxFF;Q)a^fFqD_B+?4xu;Ru=@B(A4BDf}?zBxmfet(HYaINQTvZk`b;Y>d`
zV2yzPsYvqcY6)-`lN|w(C=Lu_NAYZ7QBh195l2I#sdyaLiiTm}z(Y^zG%FC38DT}I
zGiWFpfr=vp5&l#c`IVXT^no`(g(%Pu;E3qSVbh|hbdD{|#dAHxC4|l8ebx^lSR=47
z_?O53R#t(r`DZVH0sZ0z8<2<S4#GS!;+z6`bP^H)psWyRD+Fc}01%OAA_Bb{0T2-g
z8@LoF7<^FFkwXW?{x70maegJr=4=9&1j#2NEP@>qVILU@;za~X!tq((oX{5@8@MDw
zU-{-+dn+)~-TmMF6&@~G&=NkP6Pp?p4&q=?oc=${<y%LXM*Yj+$S4kLE;nf4OEeZ;
zVjC9>G5}gkqY@cxPIw@=vIGD2FdSTwFp>>;lgH$-=%l&KvuE)>4_Hh|CJ|YI5y7^w
zSSuQx5g5hd!N5q(ann9WgT*9$9?Z$X|DNj~Vl_tsGaC#W{I7k3qzd^)*SDMK@68fK
zWU__DNVY<7^aX6`3rf>hAWeT}wfR3KwFTIkA;}SNNlUWC+=(bjF$5Zc0RSX=F1ug|
z1Po*Yv+!RzNTe^SV>xsNi0uQytw{Ex&zA(81w?LSK)%ojc(BoA?iM8C3k^I|S%Nqu
zx&ERd2skX*F(O4n5Ejr72nop9d_E+4fer+LfB*q<=JOE<SZP_X4Mu`^K93KH!y^{*
zp%Ea0&wM^407yR@3WrBa&j%n75}c*^vM2;fnh!+M!b#hVMj<3vU-M)E1Ryy=dp-??
zLV(}O(liN{<vbebDoHERJQ{!n@C)oiqZh;j#5}}E>p%j81+fHAum-WI=IcPBFc|6Q
z1+Yl$g6F{F@e64Ll(b&}JOL|BLl97aw0#Jq1m|kLEeI?cEA1D6fLLG)62LCtLjpJn
z=-oX3fi%hC-t%Y(0%n2lLA`is-y;YJ+=8_R;3fE4^X5YWco2ze0S)ZrlA?h?UD7^4
zg3DRj_b5DQp_D8dg~UqpA(3bau;P4MzzL=OheUx+kmf^SC2(BxWzpz`vS^H?!Apt{
zTpUs~6b`o_9%v*1CG7*S$?fZS@Hl}WR1-(l#s&iSX6~kg`xON4#b)y$pm7i{5L7Zk
zf_EwzgMDpI5Putc6cS~Rbim^Y4i0EE&H;nKqwoaOI(q`b!QO%3K>FV~wyA<YUE%Tq
VIlQ?|5`<+VAXH6F*LgUr{ui?&j7<Ol

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-reg.xml
new file mode 100644
index 00000000..85c88eca
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-reg.xml
@@ -0,0 +1,65 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-011-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='229'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='304'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='360'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='463'/>
+         <instruction instr-id='479'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='582'/>
+         <instruction instr-id='598'/>
+         <instruction instr-id='642'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='700'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='760'/>
+         <instruction instr-id='760' subinstr-id='2'/>
+         <instruction instr-id='776'/>
+         <instruction instr-id='820'/>
+         <instruction instr-id='820' subinstr-id='2'/>
+         <instruction instr-id='820' subinstr-id='4'/>
+         <instruction instr-id='820' subinstr-id='6'/>
+         <instruction instr-id='820' subinstr-id='8'/>
+         <instruction instr-id='820' subinstr-id='10'/>
+         <instruction instr-id='820' subinstr-id='12'/>
+         <instruction instr-id='836'/>
+         <instruction instr-id='879'/>
+         <instruction instr-id='895'/>
+         <bounding-box x1='85' y1='186' x2='510' y2='512'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='182'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='412'/>
+         <instruction instr-id='416'/>
+         <instruction instr-id='432'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='476' subinstr-id='2'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='496'/>
+         <instruction instr-id='539'/>
+         <instruction instr-id='555'/>
+         <bounding-box x1='85' y1='422' x2='510' y2='597'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-str.xml
new file mode 100644
index 00000000..650fe066
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011b-str.xml
@@ -0,0 +1,217 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-011-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='85' y1='500' x2='135' y2='512'/>
+            <content>Program</content>
+            <instruction instr-id='229' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='85' y1='471' x2='183' y2='483'/>
+            <content>Performance.gov</content>
+            <instruction instr-id='288' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='85' y1='428' x2='392' y2='456'/>
+            <content>Federal Risk Authorization and Management Program
+(FedRAMP)</content>
+            <instruction instr-id='330' subinstr-id='-1'/>
+            <instruction instr-id='344' subinstr-id='0'/>
+            <instruction instr-id='344' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='85' y1='401' x2='386' y2='413'/>
+            <content>Federal Cloud Computing/Data Center Consolidation</content>
+            <instruction instr-id='404' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='85' y1='374' x2='162' y2='386'/>
+            <content>IT Dashboard</content>
+            <instruction instr-id='463' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='85' y1='347' x2='136' y2='359'/>
+            <content>Data.gov</content>
+            <instruction instr-id='522' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='85' y1='321' x2='201' y2='333'/>
+            <content>Challenges Platform</content>
+            <instruction instr-id='582' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0'>
+            <bounding-box x1='85' y1='294' x2='318' y2='306'/>
+            <content>Citizen Engagement Platform (Apps.gov)</content>
+            <instruction instr-id='642' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0'>
+            <bounding-box x1='85' y1='267' x2='195' y2='279'/>
+            <content>USASpending.gov*</content>
+            <instruction instr-id='700' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='85' y1='240' x2='245' y2='252'/>
+            <content>Small Business Dashboard*</content>
+            <instruction instr-id='760' subinstr-id='0'/>
+            <instruction instr-id='760' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0'>
+            <bounding-box x1='85' y1='213' x2='369' y2='225'/>
+            <content>FFATA Subawards Reporting System Assistance*</content>
+            <instruction instr-id='820' subinstr-id='0'/>
+            <instruction instr-id='820' subinstr-id='2'/>
+            <instruction instr-id='820' subinstr-id='4'/>
+            <instruction instr-id='820' subinstr-id='6'/>
+            <instruction instr-id='820' subinstr-id='8'/>
+            <instruction instr-id='820' subinstr-id='10'/>
+            <instruction instr-id='820' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0'>
+            <bounding-box x1='85' y1='186' x2='114' y2='198'/>
+            <content>Total</content>
+            <instruction instr-id='879' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1'>
+            <bounding-box x1='469' y1='186' x2='492' y2='198'/>
+            <content>$8M</content>
+            <instruction instr-id='895' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1'>
+            <bounding-box x1='469' y1='213' x2='509' y2='225'/>
+            <content>$2.88M</content>
+            <instruction instr-id='836' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1'>
+            <bounding-box x1='469' y1='240' x2='502' y2='252'/>
+            <content>$0.1M</content>
+            <instruction instr-id='776' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1'>
+            <bounding-box x1='469' y1='267' x2='502' y2='279'/>
+            <content>$1.2M</content>
+            <instruction instr-id='716' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1'>
+            <bounding-box x1='469' y1='294' x2='482' y2='306'/>
+            <content>$0</content>
+            <instruction instr-id='658' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='469' y1='321' x2='482' y2='333'/>
+            <content>$0</content>
+            <instruction instr-id='598' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='469' y1='347' x2='502' y2='359'/>
+            <content>$0.9M</content>
+            <instruction instr-id='538' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='469' y1='374' x2='509' y2='386'/>
+            <content>$1.06M</content>
+            <instruction instr-id='479' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='469' y1='401' x2='509' y2='413'/>
+            <content>$0.44M</content>
+            <instruction instr-id='420' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='469' y1='428' x2='502' y2='440'/>
+            <content>$0.3M</content>
+            <instruction instr-id='360' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='469' y1='471' x2='502' y2='483'/>
+            <content>$1.1M</content>
+            <instruction instr-id='304' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='469' y1='500' x2='510' y2='512'/>
+            <content>Budget</content>
+            <instruction instr-id='245' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='85' y1='585' x2='135' y2='597'/>
+            <content>Program</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='85' y1='556' x2='224' y2='568'/>
+            <content>Contact Center Services</content>
+            <instruction instr-id='243' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='85' y1='529' x2='377' y2='541'/>
+            <content>Printed Publications Services and Citizen Outreach</content>
+            <instruction instr-id='285' subinstr-id='-1'/>
+            <instruction instr-id='289' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='85' y1='502' x2='441' y2='514'/>
+            <content>Web Management and Content (USA.gov &amp; GobiernoUSA.gov)</content>
+
+            <instruction instr-id='349' subinstr-id='-1'/>
+            <instruction instr-id='352' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='85' y1='476' x2='382' y2='488'/>
+            <content>Center for Excellence in Digital Government (CEDG)</content>
+            <instruction instr-id='412' subinstr-id='-1'/>
+            <instruction instr-id='416' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='85' y1='449' x2='371' y2='461'/>
+            <content>Information Technology Services Solutions (ITSS)</content>
+            <instruction instr-id='476' subinstr-id='0'/>
+            <instruction instr-id='476' subinstr-id='2'/>
+            <instruction instr-id='480' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='85' y1='422' x2='114' y2='434'/>
+            <content>Total</content>
+            <instruction instr-id='539' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='469' y1='585' x2='510' y2='597'/>
+            <content>Budget</content>
+            <instruction instr-id='198' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='469' y1='556' x2='502' y2='568'/>
+            <content>$8.6M</content>
+            <instruction instr-id='259' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='469' y1='529' x2='502' y2='541'/>
+            <content>$3.9M</content>
+            <instruction instr-id='305' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='469' y1='503' x2='502' y2='515'/>
+            <content>$6.1M</content>
+            <instruction instr-id='368' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='469' y1='476' x2='502' y2='488'/>
+            <content>$4.6M</content>
+            <instruction instr-id='432' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='469' y1='449' x2='509' y2='461'/>
+            <content>$10.8M</content>
+            <instruction instr-id='496' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1'>
+            <bounding-box x1='469' y1='422' x2='499' y2='434'/>
+            <content>$34M</content>
+            <instruction instr-id='555' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-reg.xml
new file mode 100644
index 00000000..dd21ce8b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-reg.xml
@@ -0,0 +1,311 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-012-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='84'/>
+         <instruction instr-id='84' subinstr-id='2'/>
+         <instruction instr-id='84' subinstr-id='4'/>
+         <instruction instr-id='84' subinstr-id='6'/>
+         <instruction instr-id='84' subinstr-id='8'/>
+         <instruction instr-id='84' subinstr-id='10'/>
+         <instruction instr-id='84' subinstr-id='12'/>
+         <instruction instr-id='84' subinstr-id='14'/>
+         <instruction instr-id='84' subinstr-id='16'/>
+         <instruction instr-id='84' subinstr-id='20'/>
+         <instruction instr-id='84' subinstr-id='22'/>
+         <instruction instr-id='84' subinstr-id='24'/>
+         <instruction instr-id='84' subinstr-id='26'/>
+         <instruction instr-id='84' subinstr-id='28'/>
+         <instruction instr-id='84' subinstr-id='30'/>
+         <instruction instr-id='84' subinstr-id='32'/>
+         <instruction instr-id='84' subinstr-id='34'/>
+         <instruction instr-id='84' subinstr-id='36'/>
+         <instruction instr-id='124'/>
+         <instruction instr-id='124' subinstr-id='2'/>
+         <instruction instr-id='124' subinstr-id='4'/>
+         <instruction instr-id='124' subinstr-id='6'/>
+         <instruction instr-id='124' subinstr-id='8'/>
+         <instruction instr-id='124' subinstr-id='10'/>
+         <instruction instr-id='124' subinstr-id='12'/>
+         <instruction instr-id='124' subinstr-id='14'/>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='128' subinstr-id='4'/>
+         <instruction instr-id='128' subinstr-id='6'/>
+         <instruction instr-id='128' subinstr-id='8'/>
+         <instruction instr-id='128' subinstr-id='10'/>
+         <instruction instr-id='128' subinstr-id='12'/>
+         <instruction instr-id='128' subinstr-id='14'/>
+         <instruction instr-id='132'/>
+         <instruction instr-id='132' subinstr-id='2'/>
+         <instruction instr-id='132' subinstr-id='4'/>
+         <instruction instr-id='132' subinstr-id='6'/>
+         <instruction instr-id='132' subinstr-id='8'/>
+         <instruction instr-id='132' subinstr-id='10'/>
+         <instruction instr-id='136'/>
+         <instruction instr-id='136' subinstr-id='2'/>
+         <instruction instr-id='136' subinstr-id='4'/>
+         <instruction instr-id='136' subinstr-id='6'/>
+         <instruction instr-id='136' subinstr-id='8'/>
+         <instruction instr-id='136' subinstr-id='10'/>
+         <instruction instr-id='136' subinstr-id='12'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='139' subinstr-id='2'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='143' subinstr-id='4'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='147' subinstr-id='2'/>
+         <instruction instr-id='147' subinstr-id='4'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='151' subinstr-id='4'/>
+         <instruction instr-id='151' subinstr-id='6'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='163' subinstr-id='12'/>
+         <instruction instr-id='163' subinstr-id='14'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='171' subinstr-id='8'/>
+         <instruction instr-id='171' subinstr-id='10'/>
+         <instruction instr-id='171' subinstr-id='12'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='190' subinstr-id='8'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='196'/>
+         <instruction instr-id='196' subinstr-id='2'/>
+         <instruction instr-id='196' subinstr-id='4'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='199' subinstr-id='2'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='202' subinstr-id='4'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='243' subinstr-id='8'/>
+         <instruction instr-id='243' subinstr-id='12'/>
+         <instruction instr-id='243' subinstr-id='14'/>
+         <instruction instr-id='243' subinstr-id='18'/>
+         <instruction instr-id='243' subinstr-id='20'/>
+         <instruction instr-id='243' subinstr-id='24'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='12'/>
+         <instruction instr-id='283' subinstr-id='14'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='323' subinstr-id='6'/>
+         <instruction instr-id='323' subinstr-id='10'/>
+         <instruction instr-id='323' subinstr-id='12'/>
+         <instruction instr-id='323' subinstr-id='14'/>
+         <instruction instr-id='323' subinstr-id='18'/>
+         <instruction instr-id='323' subinstr-id='20'/>
+         <instruction instr-id='323' subinstr-id='22'/>
+         <instruction instr-id='323' subinstr-id='26'/>
+         <instruction instr-id='323' subinstr-id='28'/>
+         <instruction instr-id='323' subinstr-id='30'/>
+         <instruction instr-id='323' subinstr-id='34'/>
+         <instruction instr-id='363'/>
+         <instruction instr-id='363' subinstr-id='2'/>
+         <instruction instr-id='363' subinstr-id='4'/>
+         <instruction instr-id='363' subinstr-id='8'/>
+         <instruction instr-id='363' subinstr-id='12'/>
+         <instruction instr-id='363' subinstr-id='14'/>
+         <instruction instr-id='363' subinstr-id='18'/>
+         <instruction instr-id='363' subinstr-id='22'/>
+         <instruction instr-id='363' subinstr-id='24'/>
+         <instruction instr-id='403'/>
+         <instruction instr-id='403' subinstr-id='2'/>
+         <instruction instr-id='403' subinstr-id='4'/>
+         <instruction instr-id='403' subinstr-id='8'/>
+         <instruction instr-id='403' subinstr-id='12'/>
+         <instruction instr-id='403' subinstr-id='14'/>
+         <instruction instr-id='407'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='413'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='453' subinstr-id='2'/>
+         <instruction instr-id='453' subinstr-id='4'/>
+         <instruction instr-id='453' subinstr-id='6'/>
+         <instruction instr-id='453' subinstr-id='10'/>
+         <instruction instr-id='453' subinstr-id='14'/>
+         <instruction instr-id='453' subinstr-id='16'/>
+         <instruction instr-id='453' subinstr-id='20'/>
+         <instruction instr-id='453' subinstr-id='24'/>
+         <instruction instr-id='453' subinstr-id='26'/>
+         <instruction instr-id='492'/>
+         <instruction instr-id='492' subinstr-id='2'/>
+         <instruction instr-id='492' subinstr-id='4'/>
+         <instruction instr-id='492' subinstr-id='6'/>
+         <instruction instr-id='492' subinstr-id='10'/>
+         <instruction instr-id='492' subinstr-id='14'/>
+         <instruction instr-id='492' subinstr-id='16'/>
+         <instruction instr-id='492' subinstr-id='20'/>
+         <instruction instr-id='492' subinstr-id='24'/>
+         <instruction instr-id='492' subinstr-id='26'/>
+         <instruction instr-id='532'/>
+         <instruction instr-id='532' subinstr-id='4'/>
+         <instruction instr-id='532' subinstr-id='6'/>
+         <instruction instr-id='532' subinstr-id='10'/>
+         <instruction instr-id='532' subinstr-id='12'/>
+         <instruction instr-id='572'/>
+         <instruction instr-id='572' subinstr-id='2'/>
+         <instruction instr-id='572' subinstr-id='4'/>
+         <instruction instr-id='572' subinstr-id='6'/>
+         <instruction instr-id='572' subinstr-id='10'/>
+         <instruction instr-id='572' subinstr-id='14'/>
+         <instruction instr-id='572' subinstr-id='16'/>
+         <instruction instr-id='572' subinstr-id='20'/>
+         <instruction instr-id='572' subinstr-id='24'/>
+         <instruction instr-id='572' subinstr-id='26'/>
+         <instruction instr-id='668'/>
+         <instruction instr-id='668' subinstr-id='2'/>
+         <instruction instr-id='668' subinstr-id='4'/>
+         <instruction instr-id='668' subinstr-id='8'/>
+         <instruction instr-id='668' subinstr-id='10'/>
+         <instruction instr-id='668' subinstr-id='14'/>
+         <instruction instr-id='668' subinstr-id='16'/>
+         <instruction instr-id='668' subinstr-id='20'/>
+         <instruction instr-id='668' subinstr-id='22'/>
+         <instruction instr-id='672'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='715'/>
+         <instruction instr-id='715' subinstr-id='2'/>
+         <instruction instr-id='715' subinstr-id='6'/>
+         <instruction instr-id='715' subinstr-id='8'/>
+         <instruction instr-id='715' subinstr-id='12'/>
+         <instruction instr-id='715' subinstr-id='14'/>
+         <instruction instr-id='755'/>
+         <instruction instr-id='755' subinstr-id='2'/>
+         <instruction instr-id='755' subinstr-id='4'/>
+         <instruction instr-id='755' subinstr-id='6'/>
+         <instruction instr-id='755' subinstr-id='10'/>
+         <instruction instr-id='755' subinstr-id='14'/>
+         <instruction instr-id='755' subinstr-id='16'/>
+         <instruction instr-id='755' subinstr-id='20'/>
+         <instruction instr-id='755' subinstr-id='24'/>
+         <instruction instr-id='755' subinstr-id='26'/>
+         <instruction instr-id='795'/>
+         <instruction instr-id='795' subinstr-id='2'/>
+         <instruction instr-id='795' subinstr-id='4'/>
+         <instruction instr-id='795' subinstr-id='6'/>
+         <instruction instr-id='795' subinstr-id='10'/>
+         <instruction instr-id='795' subinstr-id='12'/>
+         <instruction instr-id='795' subinstr-id='16'/>
+         <instruction instr-id='795' subinstr-id='18'/>
+         <instruction instr-id='795' subinstr-id='22'/>
+         <instruction instr-id='795' subinstr-id='24'/>
+         <instruction instr-id='795' subinstr-id='28'/>
+         <instruction instr-id='795' subinstr-id='30'/>
+         <instruction instr-id='835'/>
+         <instruction instr-id='835' subinstr-id='2'/>
+         <instruction instr-id='835' subinstr-id='4'/>
+         <instruction instr-id='835' subinstr-id='6'/>
+         <instruction instr-id='835' subinstr-id='10'/>
+         <instruction instr-id='835' subinstr-id='14'/>
+         <instruction instr-id='835' subinstr-id='16'/>
+         <instruction instr-id='835' subinstr-id='20'/>
+         <instruction instr-id='835' subinstr-id='22'/>
+         <instruction instr-id='839'/>
+         <instruction instr-id='842'/>
+         <instruction instr-id='882'/>
+         <instruction instr-id='882' subinstr-id='2'/>
+         <instruction instr-id='882' subinstr-id='4'/>
+         <instruction instr-id='882' subinstr-id='8'/>
+         <instruction instr-id='882' subinstr-id='10'/>
+         <instruction instr-id='882' subinstr-id='12'/>
+         <instruction instr-id='882' subinstr-id='14'/>
+         <instruction instr-id='882' subinstr-id='18'/>
+         <instruction instr-id='882' subinstr-id='20'/>
+         <instruction instr-id='922'/>
+         <instruction instr-id='922' subinstr-id='2'/>
+         <instruction instr-id='922' subinstr-id='4'/>
+         <instruction instr-id='922' subinstr-id='6'/>
+         <instruction instr-id='922' subinstr-id='10'/>
+         <instruction instr-id='922' subinstr-id='14'/>
+         <instruction instr-id='922' subinstr-id='16'/>
+         <instruction instr-id='922' subinstr-id='20'/>
+         <instruction instr-id='922' subinstr-id='22'/>
+         <instruction instr-id='926'/>
+         <instruction instr-id='929'/>
+         <instruction instr-id='969'/>
+         <instruction instr-id='969' subinstr-id='2'/>
+         <instruction instr-id='969' subinstr-id='4'/>
+         <instruction instr-id='969' subinstr-id='6'/>
+         <instruction instr-id='969' subinstr-id='10'/>
+         <instruction instr-id='969' subinstr-id='14'/>
+         <instruction instr-id='969' subinstr-id='16'/>
+         <instruction instr-id='969' subinstr-id='20'/>
+         <instruction instr-id='969' subinstr-id='24'/>
+         <instruction instr-id='969' subinstr-id='26'/>
+         <instruction instr-id='1211'/>
+         <instruction instr-id='1211' subinstr-id='2'/>
+         <instruction instr-id='1211' subinstr-id='6'/>
+         <instruction instr-id='1211' subinstr-id='8'/>
+         <instruction instr-id='1211' subinstr-id='12'/>
+         <instruction instr-id='1211' subinstr-id='14'/>
+         <instruction instr-id='1211' subinstr-id='18'/>
+         <instruction instr-id='1211' subinstr-id='20'/>
+         <instruction instr-id='1211' subinstr-id='24'/>
+         <instruction instr-id='1211' subinstr-id='26'/>
+         <instruction instr-id='1211' subinstr-id='30'/>
+         <instruction instr-id='1211' subinstr-id='32'/>
+         <instruction instr-id='1219'/>
+         <instruction instr-id='1219' subinstr-id='4'/>
+         <instruction instr-id='1219' subinstr-id='6'/>
+         <instruction instr-id='1219' subinstr-id='10'/>
+         <instruction instr-id='1219' subinstr-id='14'/>
+         <instruction instr-id='1219' subinstr-id='16'/>
+         <instruction instr-id='1219' subinstr-id='20'/>
+         <instruction instr-id='1219' subinstr-id='24'/>
+         <instruction instr-id='1219' subinstr-id='26'/>
+         <bounding-box x1='82' y1='316' x2='526' y2='669'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-str.xml
new file mode 100644
index 00000000..edfbc0d6
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012-str.xml
@@ -0,0 +1,622 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-012-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+         <cell id='21' start-row='0' start-col='1' end-col='2'>
+            <bounding-box x1='141' y1='661' x2='261' y2='670'/>
+            <content>AYP Based on 2003–04 Testing</content>
+         </cell>
+         <cell id='32' start-row='0' start-col='3' end-col='5'>
+            <bounding-box x1='354' y1='661' x2='474' y2='670'/>
+            <content>AYP Based on 2005–06 Testing</content>
+         </cell>
+         <cell id='50' start-row='2' start-col='5'>
+            <bounding-box x1='502' y1='600' x2='507' y2='609'/>
+            <content>5</content>
+         </cell>
+         <cell id='64' start-row='2' start-col='1'>
+            <bounding-box x1='155' y1='600' x2='169' y2='609'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='101' start-row='2' start-col='4'>
+            <bounding-box x1='430' y1='600' x2='444' y2='609'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='120' start-row='2' start-col='2'>
+            <bounding-box x1='249' y1='600' x2='260' y2='609'/>
+            <content>No</content>
+         </cell>
+         <cell id='134' start-row='2' start-col='3'>
+            <bounding-box x1='339' y1='600' x2='354' y2='609'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='140' start-row='2' start-col='0'>
+            <bounding-box x1='82' y1='600' x2='95' y2='609'/>
+            <content>NC</content>
+         </cell>
+         <cell id='11' start-row='3' start-col='1'>
+            <bounding-box x1='155' y1='585' x2='169' y2='594'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='17' start-row='3' start-col='5'>
+            <bounding-box x1='500' y1='585' x2='510' y2='594'/>
+            <content>na</content>
+         </cell>
+         <cell id='33' start-row='3' start-col='0'>
+            <bounding-box x1='82' y1='585' x2='95' y2='594'/>
+            <content>ND</content>
+         </cell>
+         <cell id='78' start-row='3' start-col='3'>
+            <bounding-box x1='339' y1='585' x2='354' y2='594'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='95' start-row='3' start-col='2'>
+            <bounding-box x1='249' y1='585' x2='260' y2='594'/>
+            <content>No</content>
+         </cell>
+         <cell id='141' start-row='3' start-col='4'>
+            <bounding-box x1='432' y1='585' x2='443' y2='594'/>
+            <content>No</content>
+         </cell>
+         <cell id='34' start-row='4' start-col='4'>
+            <bounding-box x1='430' y1='570' x2='444' y2='579'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='74' start-row='4' start-col='1'>
+            <bounding-box x1='155' y1='570' x2='169' y2='579'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='80' start-row='4' start-col='3'>
+            <bounding-box x1='339' y1='570' x2='354' y2='579'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='106' start-row='4' start-col='2'>
+            <bounding-box x1='247' y1='570' x2='262' y2='579'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='112' start-row='4' start-col='5'>
+            <bounding-box x1='495' y1='570' x2='514' y2='579'/>
+            <content>~100</content>
+         </cell>
+         <cell id='114' start-row='4' start-col='0'>
+            <bounding-box x1='82' y1='570' x2='95' y2='579'/>
+            <content>OH</content>
+         </cell>
+         <cell id='3' start-row='5' start-col='4'>
+            <bounding-box x1='432' y1='555' x2='443' y2='564'/>
+            <content>No</content>
+         </cell>
+         <cell id='14' start-row='5' start-col='0'>
+            <bounding-box x1='82' y1='555' x2='95' y2='564'/>
+            <content>OK</content>
+         </cell>
+         <cell id='39' start-row='5' start-col='5'>
+            <bounding-box x1='500' y1='555' x2='510' y2='564'/>
+            <content>na</content>
+         </cell>
+         <cell id='118' start-row='5' start-col='1'>
+            <bounding-box x1='155' y1='555' x2='169' y2='564'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='135' start-row='5' start-col='3'>
+            <bounding-box x1='339' y1='555' x2='354' y2='564'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='139' start-row='5' start-col='2'>
+            <bounding-box x1='249' y1='555' x2='260' y2='564'/>
+            <content>No</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='3'>
+            <bounding-box x1='339' y1='538' x2='354' y2='547'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='115' start-row='6' start-col='0'>
+            <bounding-box x1='82' y1='538' x2='95' y2='547'/>
+            <content>OR</content>
+         </cell>
+         <cell id='117' start-row='6' start-col='5'>
+            <bounding-box x1='500' y1='538' x2='510' y2='547'/>
+            <content>na</content>
+         </cell>
+         <cell id='126' start-row='6' start-col='1'>
+            <bounding-box x1='155' y1='538' x2='169' y2='547'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='133' start-row='6' start-col='2'>
+            <bounding-box x1='249' y1='538' x2='260' y2='547'/>
+            <content>No</content>
+         </cell>
+         <cell id='13' start-row='7' start-col='3'>
+            <bounding-box x1='339' y1='521' x2='354' y2='530'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='0'>
+            <bounding-box x1='82' y1='521' x2='94' y2='530'/>
+            <content>PA</content>
+         </cell>
+         <cell id='69' start-row='7' start-col='4'>
+            <bounding-box x1='432' y1='521' x2='443' y2='530'/>
+            <content>No</content>
+         </cell>
+         <cell id='84' start-row='7' start-col='1'>
+            <bounding-box x1='155' y1='521' x2='169' y2='530'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='90' start-row='7' start-col='2'>
+            <bounding-box x1='249' y1='521' x2='260' y2='530'/>
+            <content>No</content>
+         </cell>
+         <cell id='103' start-row='7' start-col='5'>
+            <bounding-box x1='500' y1='521' x2='510' y2='530'/>
+            <content>na</content>
+         </cell>
+         <cell id='10' start-row='8' start-col='3'>
+            <bounding-box x1='339' y1='506' x2='354' y2='515'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='28' start-row='8' start-col='5'>
+            <bounding-box x1='500' y1='506' x2='510' y2='515'/>
+            <content>na</content>
+         </cell>
+         <cell id='43' start-row='8' start-col='4'>
+            <bounding-box x1='432' y1='506' x2='443' y2='515'/>
+            <content>No</content>
+         </cell>
+         <cell id='108' start-row='8' start-col='1'>
+            <bounding-box x1='155' y1='506' x2='169' y2='515'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='119' start-row='8' start-col='0'>
+            <bounding-box x1='82' y1='506' x2='94' y2='515'/>
+            <content>PR</content>
+         </cell>
+         <cell id='122' start-row='8' start-col='2'>
+            <bounding-box x1='249' y1='506' x2='260' y2='515'/>
+            <content>No</content>
+         </cell>
+         <cell id='55' start-row='9' start-col='1'>
+            <bounding-box x1='155' y1='492' x2='169' y2='500'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='75' start-row='9' start-col='4'>
+            <bounding-box x1='432' y1='492' x2='443' y2='500'/>
+            <content>No</content>
+         </cell>
+         <cell id='83' start-row='9' start-col='0'>
+            <bounding-box x1='82' y1='492' x2='91' y2='500'/>
+            <content>RI</content>
+         </cell>
+         <cell id='98' start-row='9' start-col='3'>
+            <bounding-box x1='339' y1='492' x2='354' y2='500'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='110' start-row='9' start-col='5'>
+            <bounding-box x1='500' y1='492' x2='510' y2='500'/>
+            <content>na</content>
+         </cell>
+         <cell id='131' start-row='9' start-col='2'>
+            <bounding-box x1='249' y1='492' x2='260' y2='500'/>
+            <content>No</content>
+         </cell>
+         <cell id='62' start-row='10' start-col='3'>
+            <bounding-box x1='339' y1='477' x2='354' y2='486'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='87' start-row='10' start-col='1'>
+            <bounding-box x1='155' y1='477' x2='169' y2='486'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='89' start-row='10' start-col='5'>
+            <bounding-box x1='500' y1='477' x2='510' y2='486'/>
+            <content>na</content>
+         </cell>
+         <cell id='111' start-row='10' start-col='0'>
+            <bounding-box x1='82' y1='477' x2='94' y2='486'/>
+            <content>SC</content>
+         </cell>
+         <cell id='125' start-row='10' start-col='4'>
+            <bounding-box x1='432' y1='477' x2='443' y2='486'/>
+            <content>No</content>
+         </cell>
+         <cell id='142' start-row='10' start-col='2'>
+            <bounding-box x1='249' y1='477' x2='260' y2='486'/>
+            <content>No</content>
+         </cell>
+         <cell id='48' start-row='11' start-col='2'>
+            <bounding-box x1='249' y1='463' x2='260' y2='472'/>
+            <content>No</content>
+         </cell>
+         <cell id='73' start-row='11' start-col='4'>
+            <bounding-box x1='430' y1='463' x2='444' y2='472'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='99' start-row='11' start-col='3'>
+            <bounding-box x1='339' y1='463' x2='354' y2='472'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='113' start-row='11' start-col='5'>
+            <bounding-box x1='498' y1='463' x2='508' y2='472'/>
+            <content>14</content>
+         </cell>
+         <cell id='128' start-row='11' start-col='1'>
+            <bounding-box x1='155' y1='463' x2='169' y2='472'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='132' start-row='11' start-col='0'>
+            <bounding-box x1='82' y1='463' x2='94' y2='472'/>
+            <content>SD</content>
+         </cell>
+         <cell id='15' start-row='12' start-col='1'>
+            <bounding-box x1='155' y1='448' x2='169' y2='457'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='23' start-row='12' start-col='0'>
+            <bounding-box x1='82' y1='448' x2='94' y2='457'/>
+            <content>TN</content>
+         </cell>
+         <cell id='42' start-row='12' start-col='4'>
+            <bounding-box x1='432' y1='448' x2='443' y2='457'/>
+            <content>No</content>
+         </cell>
+         <cell id='58' start-row='12' start-col='3'>
+            <bounding-box x1='339' y1='448' x2='354' y2='457'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='68' start-row='12' start-col='2'>
+            <bounding-box x1='249' y1='448' x2='260' y2='457'/>
+            <content>No</content>
+         </cell>
+         <cell id='104' start-row='12' start-col='5'>
+            <bounding-box x1='500' y1='448' x2='510' y2='457'/>
+            <content>na</content>
+         </cell>
+         <cell id='7' start-row='13' start-col='2'>
+            <bounding-box x1='247' y1='430' x2='262' y2='439'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='16' start-row='13' start-col='4'>
+            <bounding-box x1='430' y1='430' x2='444' y2='439'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='45' start-row='13' start-col='0'>
+            <bounding-box x1='82' y1='430' x2='93' y2='439'/>
+            <content>TX</content>
+         </cell>
+         <cell id='91' start-row='13' start-col='3'>
+            <bounding-box x1='339' y1='430' x2='354' y2='439'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='109' start-row='13' start-col='1'>
+            <bounding-box x1='155' y1='430' x2='169' y2='439'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='22' start-row='14' start-col='1'>
+            <bounding-box x1='155' y1='413' x2='169' y2='422'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='54' start-row='14' start-col='0'>
+            <bounding-box x1='82' y1='413' x2='94' y2='422'/>
+            <content>UT</content>
+         </cell>
+         <cell id='59' start-row='14' start-col='3'>
+            <bounding-box x1='339' y1='413' x2='354' y2='422'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='105' start-row='14' start-col='2'>
+            <bounding-box x1='249' y1='413' x2='260' y2='422'/>
+            <content>No</content>
+         </cell>
+         <cell id='129' start-row='14' start-col='4'>
+            <bounding-box x1='432' y1='413' x2='443' y2='422'/>
+            <content>No</content>
+         </cell>
+         <cell id='137' start-row='14' start-col='5'>
+            <bounding-box x1='500' y1='413' x2='510' y2='422'/>
+            <content>na</content>
+         </cell>
+         <cell id='47' start-row='15' start-col='5'>
+            <bounding-box x1='500' y1='398' x2='510' y2='407'/>
+            <content>na</content>
+         </cell>
+         <cell id='92' start-row='15' start-col='3'>
+            <bounding-box x1='339' y1='398' x2='354' y2='407'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='123' start-row='15' start-col='4'>
+            <bounding-box x1='432' y1='398' x2='443' y2='407'/>
+            <content>No</content>
+         </cell>
+         <cell id='124' start-row='15' start-col='0'>
+            <bounding-box x1='82' y1='398' x2='93' y2='407'/>
+            <content>VT</content>
+         </cell>
+         <cell id='127' start-row='15' start-col='1'>
+            <bounding-box x1='155' y1='398' x2='169' y2='407'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='130' start-row='15' start-col='2'>
+            <bounding-box x1='249' y1='398' x2='260' y2='407'/>
+            <content>No</content>
+         </cell>
+         <cell id='2' start-row='16' start-col='4'>
+            <bounding-box x1='430' y1='383' x2='444' y2='392'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='51' start-row='16' start-col='0'>
+            <bounding-box x1='82' y1='383' x2='94' y2='392'/>
+            <content>VA</content>
+         </cell>
+         <cell id='60' start-row='16' start-col='1'>
+            <bounding-box x1='155' y1='383' x2='169' y2='392'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='81' start-row='16' start-col='5'>
+            <bounding-box x1='500' y1='383' x2='510' y2='392'/>
+            <content>53</content>
+         </cell>
+         <cell id='82' start-row='16' start-col='3'>
+            <bounding-box x1='339' y1='383' x2='354' y2='392'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='100' start-row='16' start-col='2'>
+            <bounding-box x1='247' y1='383' x2='262' y2='392'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='53' start-row='17' start-col='0'>
+            <bounding-box x1='82' y1='366' x2='96' y2='375'/>
+            <content>WA</content>
+         </cell>
+         <cell id='57' start-row='17' start-col='3'>
+            <bounding-box x1='339' y1='366' x2='354' y2='375'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='67' start-row='17' start-col='1'>
+            <bounding-box x1='155' y1='366' x2='169' y2='375'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='85' start-row='17' start-col='2'>
+            <bounding-box x1='249' y1='366' x2='260' y2='375'/>
+            <content>No</content>
+         </cell>
+         <cell id='136' start-row='17' start-col='4'>
+            <bounding-box x1='430' y1='366' x2='444' y2='375'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='94' start-row='18' start-col='1'>
+            <bounding-box x1='155' y1='349' x2='169' y2='358'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='97' start-row='18' start-col='4'>
+            <bounding-box x1='432' y1='349' x2='443' y2='358'/>
+            <content>No</content>
+         </cell>
+         <cell id='102' start-row='18' start-col='3'>
+            <bounding-box x1='339' y1='349' x2='354' y2='358'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='107' start-row='18' start-col='2'>
+            <bounding-box x1='249' y1='349' x2='259' y2='358'/>
+            <content>na</content>
+         </cell>
+         <cell id='121' start-row='18' start-col='0'>
+            <bounding-box x1='82' y1='349' x2='96' y2='358'/>
+            <content>WV</content>
+         </cell>
+         <cell id='138' start-row='18' start-col='5'>
+            <bounding-box x1='500' y1='349' x2='510' y2='358'/>
+            <content>na</content>
+         </cell>
+         <cell id='31' start-row='19' start-col='1'>
+            <bounding-box x1='155' y1='333' x2='169' y2='342'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='72' start-row='19' start-col='0'>
+            <bounding-box x1='82' y1='333' x2='93' y2='342'/>
+            <content>WI</content>
+         </cell>
+         <cell id='76' start-row='19' start-col='4'>
+            <bounding-box x1='430' y1='333' x2='444' y2='342'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='77' start-row='19' start-col='3'>
+            <bounding-box x1='339' y1='333' x2='354' y2='342'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='93' start-row='19' start-col='2'>
+            <bounding-box x1='249' y1='333' x2='260' y2='342'/>
+            <content>No</content>
+         </cell>
+         <cell id='5' start-row='20' start-col='3'>
+            <bounding-box x1='339' y1='316' x2='354' y2='325'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='37' start-row='20' start-col='4'>
+            <bounding-box x1='432' y1='316' x2='443' y2='325'/>
+            <content>No</content>
+         </cell>
+         <cell id='70' start-row='20' start-col='1'>
+            <bounding-box x1='155' y1='316' x2='169' y2='325'/>
+            <content>Yes</content>
+         </cell>
+         <cell id='88' start-row='20' start-col='0'>
+            <bounding-box x1='82' y1='316' x2='96' y2='325'/>
+            <content>WY</content>
+         </cell>
+         <cell id='96' start-row='20' start-col='2'>
+            <bounding-box x1='249' y1='316' x2='260' y2='325'/>
+            <content>No</content>
+         </cell>
+         <cell id='116' start-row='20' start-col='5'>
+            <bounding-box x1='500' y1='316' x2='510' y2='325'/>
+            <content>na</content>
+         </cell>
+         <cell id='121' start-row='1' start-col='1'>
+            <bounding-box x1='114' y1='612' x2='209' y2='657'/>
+            <content>State included scores of
+students taking alternate
+assessments based on
+alternate achievement
+standards</content>
+            <instruction instr-id='124' subinstr-id='0'/>
+            <instruction instr-id='124' subinstr-id='2'/>
+            <instruction instr-id='124' subinstr-id='4'/>
+            <instruction instr-id='124' subinstr-id='6'/>
+            <instruction instr-id='124' subinstr-id='8'/>
+            <instruction instr-id='124' subinstr-id='10'/>
+            <instruction instr-id='124' subinstr-id='12'/>
+            <instruction instr-id='124' subinstr-id='14'/>
+            <instruction instr-id='128' subinstr-id='0'/>
+            <instruction instr-id='128' subinstr-id='2'/>
+            <instruction instr-id='128' subinstr-id='4'/>
+            <instruction instr-id='128' subinstr-id='6'/>
+            <instruction instr-id='128' subinstr-id='8'/>
+            <instruction instr-id='128' subinstr-id='10'/>
+            <instruction instr-id='128' subinstr-id='12'/>
+            <instruction instr-id='128' subinstr-id='14'/>
+            <instruction instr-id='132' subinstr-id='0'/>
+            <instruction instr-id='132' subinstr-id='2'/>
+            <instruction instr-id='132' subinstr-id='4'/>
+            <instruction instr-id='132' subinstr-id='6'/>
+            <instruction instr-id='132' subinstr-id='8'/>
+            <instruction instr-id='132' subinstr-id='10'/>
+            <instruction instr-id='136' subinstr-id='0'/>
+            <instruction instr-id='136' subinstr-id='2'/>
+            <instruction instr-id='136' subinstr-id='4'/>
+            <instruction instr-id='136' subinstr-id='6'/>
+            <instruction instr-id='136' subinstr-id='8'/>
+            <instruction instr-id='136' subinstr-id='10'/>
+            <instruction instr-id='136' subinstr-id='12'/>
+            <instruction instr-id='139' subinstr-id='0'/>
+            <instruction instr-id='139' subinstr-id='2'/>
+         </cell>
+         <cell id='122' start-row='1' start-col='2'>
+            <bounding-box x1='225' y1='612' x2='282' y2='648'/>
+            <content>State granted
+exceptions to
+districts to
+exceed 1%cap</content>
+            <instruction instr-id='143' subinstr-id='0'/>
+            <instruction instr-id='143' subinstr-id='2'/>
+            <instruction instr-id='143' subinstr-id='4'/>
+            <instruction instr-id='147' subinstr-id='0'/>
+            <instruction instr-id='147' subinstr-id='2'/>
+            <instruction instr-id='147' subinstr-id='4'/>
+            <instruction instr-id='151' subinstr-id='0'/>
+            <instruction instr-id='151' subinstr-id='2'/>
+            <instruction instr-id='151' subinstr-id='4'/>
+            <instruction instr-id='151' subinstr-id='6'/>
+            <instruction instr-id='155' subinstr-id='0'/>
+            <instruction instr-id='155' subinstr-id='2'/>
+            <instruction instr-id='155' subinstr-id='6'/>
+            <instruction instr-id='155' subinstr-id='8'/>
+         </cell>
+         <cell id='123' start-row='1' start-col='3'>
+            <bounding-box x1='299' y1='612' x2='393' y2='657'/>
+            <content>State included scores of
+students taking alternate
+assessments based on
+alternate achievement
+standards</content>
+            <instruction instr-id='159' subinstr-id='0'/>
+            <instruction instr-id='159' subinstr-id='2'/>
+            <instruction instr-id='159' subinstr-id='4'/>
+            <instruction instr-id='159' subinstr-id='6'/>
+            <instruction instr-id='159' subinstr-id='8'/>
+            <instruction instr-id='159' subinstr-id='10'/>
+            <instruction instr-id='159' subinstr-id='12'/>
+            <instruction instr-id='159' subinstr-id='14'/>
+            <instruction instr-id='163' subinstr-id='0'/>
+            <instruction instr-id='163' subinstr-id='2'/>
+            <instruction instr-id='163' subinstr-id='4'/>
+            <instruction instr-id='163' subinstr-id='6'/>
+            <instruction instr-id='163' subinstr-id='8'/>
+            <instruction instr-id='163' subinstr-id='10'/>
+            <instruction instr-id='163' subinstr-id='12'/>
+            <instruction instr-id='163' subinstr-id='14'/>
+            <instruction instr-id='167' subinstr-id='0'/>
+            <instruction instr-id='167' subinstr-id='2'/>
+            <instruction instr-id='167' subinstr-id='4'/>
+            <instruction instr-id='167' subinstr-id='6'/>
+            <instruction instr-id='167' subinstr-id='8'/>
+            <instruction instr-id='167' subinstr-id='10'/>
+            <instruction instr-id='171' subinstr-id='0'/>
+            <instruction instr-id='171' subinstr-id='2'/>
+            <instruction instr-id='171' subinstr-id='4'/>
+            <instruction instr-id='171' subinstr-id='6'/>
+            <instruction instr-id='171' subinstr-id='8'/>
+            <instruction instr-id='171' subinstr-id='10'/>
+            <instruction instr-id='171' subinstr-id='12'/>
+            <instruction instr-id='174' subinstr-id='0'/>
+            <instruction instr-id='174' subinstr-id='2'/>
+         </cell>
+         <cell id='124' start-row='1' start-col='4'>
+            <bounding-box x1='408' y1='612' x2='465' y2='648'/>
+            <content>State granted
+exceptions to
+districts to
+exceed 1%cap</content>
+            <instruction instr-id='178' subinstr-id='0'/>
+            <instruction instr-id='178' subinstr-id='2'/>
+            <instruction instr-id='178' subinstr-id='4'/>
+            <instruction instr-id='182' subinstr-id='0'/>
+            <instruction instr-id='182' subinstr-id='2'/>
+            <instruction instr-id='182' subinstr-id='4'/>
+            <instruction instr-id='186' subinstr-id='0'/>
+            <instruction instr-id='186' subinstr-id='2'/>
+            <instruction instr-id='186' subinstr-id='4'/>
+            <instruction instr-id='186' subinstr-id='6'/>
+            <instruction instr-id='190' subinstr-id='0'/>
+            <instruction instr-id='190' subinstr-id='2'/>
+            <instruction instr-id='190' subinstr-id='6'/>
+            <instruction instr-id='190' subinstr-id='8'/>
+         </cell>
+         <cell id='125' start-row='1' start-col='5'>
+            <bounding-box x1='483' y1='612' x2='525' y2='648'/>
+            <content>Number of
+districts
+granted
+exceptions</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+            <instruction instr-id='192' subinstr-id='2'/>
+            <instruction instr-id='192' subinstr-id='4'/>
+            <instruction instr-id='192' subinstr-id='6'/>
+            <instruction instr-id='196' subinstr-id='0'/>
+            <instruction instr-id='196' subinstr-id='2'/>
+            <instruction instr-id='196' subinstr-id='4'/>
+            <instruction instr-id='199' subinstr-id='0'/>
+            <instruction instr-id='199' subinstr-id='2'/>
+            <instruction instr-id='202' subinstr-id='0'/>
+            <instruction instr-id='202' subinstr-id='2'/>
+            <instruction instr-id='202' subinstr-id='4'/>
+         </cell>
+         <cell id='118' start-row='6' start-col='4'>
+            <bounding-box x1='415' y1='534' x2='458' y2='551'/>
+            <content>Respondent
+unsure</content>
+            <instruction instr-id='407' subinstr-id='-1'/>
+            <instruction instr-id='410' subinstr-id='0'/>
+         </cell>
+         <cell id='119' start-row='13' start-col='5'>
+            <bounding-box x1='483' y1='425' x2='526' y2='442'/>
+            <content>Respondent
+unsure</content>
+            <instruction instr-id='672' subinstr-id='-1'/>
+            <instruction instr-id='675' subinstr-id='0'/>
+         </cell>
+         <cell id='120' start-row='17' start-col='5'>
+            <bounding-box x1='483' y1='362' x2='526' y2='379'/>
+            <content>Respondent
+unsure</content>
+            <instruction instr-id='839' subinstr-id='-1'/>
+            <instruction instr-id='842' subinstr-id='0'/>
+         </cell>
+         <cell id='121' start-row='19' start-col='5'>
+            <bounding-box x1='483' y1='328' x2='526' y2='345'/>
+            <content>Respondent
+unsure</content>
+            <instruction instr-id='926' subinstr-id='-1'/>
+            <instruction instr-id='929' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f9c4e6be5681d772aaf7a731d769b2678bfb1aa2
GIT binary patch
literal 48702
zcmbTd1za4>(l@%eyZhqqZo%E%oyFZHSb}@7;K71h&=4fJI{|{bOK>N-OP-wPJm>xH
zd+z;xyUfggx~jXYyQ-_FY6ognNoi(w7A{2Uf#ZY%L~bA((AnG$QAmhY5#(g;VFTm=
zm#DK!+d6oF+<>go4rU%8NsxuJCFs>FM0XE2keMT*Pxh>lUIOuuYv2bHHP-NokQ}$w
z2nZ3I_Z*6H#X8%%M=<kfJqNpW?e41XOf9Sr7)g0+N30j+mDLs2;T)#2kp2vmHG`}j
zk%Q%m&!5alobjJ&pZ#4uFH~wAFSkg3o{#md$k92RvQ(@5^y%IrJNOV&v3tZB>FPJl
zK9$`r5*2sWAKlNeBsY_7l+!S_dmN-37~pmBh&956ShO!$$iz@S&TeJo-YV!TGSfxB
zxEqZypKUaHOJihR#+sCtO^^~K;JftGu16pr`SL{O;Uf;w&t*qdG2g-zyPC&=rRRPR
z{PfzBy|J=mF3#nqv3V-yhLlwc<zE3eSy<$Xd+hjg*^W~=k&vTA3w0T5pUkJi-8jm-
zy_WsS(=<aCV#2*wXOq1P>M;|Tnn^0I90O=cwp?w_-$ks#B)^rh8TS+P=@lrs$lj#1
z5PUl|o1mPEPNFeZcIffz>c=vDp%nW#6`kxG@o)WQ=(x{ZCB&3@r>YS}Ft_1(lRqCW
zBc5BI11>#F+%&T90p%L;X6~9eIa60QM5Zaj2-41{6F<DiMk*5Cw^poh|NOpY$jkd9
z>k+MWm$mKQ%iBL>VC*PjWJM>)5!&LyS#|7Q+I!iyYw3tt_*+oV!_%bkvf<i~8ZxgX
zG9Db<LFm+^Z2PC$X<0yS<v8IA0bM^w4H4;2B6JR)>IQeVvK|f#m><N#Y1)`==Insu
zGoRus__s1OoItK{Z|!R!vY+K#Yn^#ZvDY2MQ+=B{Te(BMp*QBC^VhZPhjBmDiu<%!
zG{$3+Z@z)eOFUO4yZu?X_T>AldsUo{>OU8DH4Cd}n^sm<ev~cyGYX9oOKbzAA1%;7
zu?ZmGU}wIsbKg3p<_)-AEx$i)zjD;yofQ6zBJttS_>G?WE$o;GBpj@lvOSOKc;Hy2
zMSJ>mrl~8Pz(OEIpXB97XGc(Ho_fTy8*BygPKy-==H$BK)S~I`qdy`KHCmtrNmeHW
zE$&ve2F`ozP-y|#nBfhA%>p;mt<8&klY2*B<j!T7Sb$SgJN#*<U73Twduyw`6C^e<
zX~PfRJT2DfLioa7fy_Zok{0m=Ksuzmy0485uiEU&bB~w1oj_k0F0*dbPf?`sX76uR
z_0etf&-W_$U!i*JAa@clCPdpECRl%XH_z{BmcwX#X&>N9fxB5UBE~BG)X5l*VM?c(
zRwt#fOuOeF=-u4f+FH<JTN4*wIF;U_#S$NGaDwpb#~a9WcL9AJRrpw>LYfr;W&LVw
zOu-hujUwBF8DRRzTec(*EZC`ua6xjTbQFhG*U{alH@Q7BoqIvwDe>3Mu)jPL{9JRV
zR#XU8Vc14SURbqmUgPJ8?BcL|{vhMqmE+jF*SysFy;(X^ZA?@TFL=+x0r6D9|3b?Q
zvY&#fwDxA}#P?f{wP8tZpFT3qC;3?$NY4BiQx1J%bqoFMmA#mifyZD7>m10KsZ!?i
zRU`Kx4em?>7)GmO6c3|O^VYAeUsp_^>rE*Dv=#(P)B8A=icP#>A&h)x#7tYZfD=*`
zE=$w55g<(5!{-Q;0Ri6?>AUWM=$p;#K#MSHnIajsI^}dPb8+pyLCMT<xtauScfz~S
zjF~M~>s|c9^B`W%z5XY%td^uxJu9aQvC7PrtJl+`RXnK~OLC0wRjr+Oa?ivn&=Z3~
zQ;D2us|-Dp#78KrmVGDtFtn8!&83fT6&dl&G7{?Ds_yGjHS##Ecce-N^jfyCtWMh|
zEjXKL?uPVNoR@Ua5DFoYAF4YYy$yO2k1<b0N9em%;kBiaeL}S#(%PE3y5BV+>-#Q+
zH?B>I`=&=^8@eQWXfrzd#`Q?VOYW+X7xU0(r6X`?)Z!Ik-@)ZC7MhP9+$h}Iyuv2r
zNlon?m!p{{g-5LR)q(CTI8_CP7S>;fxUWXRKu8f0DL~rSo8+!O(ZJV2Cy-jqhS9zM
zq^zD8Gx;H%viowDmyK5X5x?58V=YV=r3;j29gn=akO+kkmXa8AGpm#sJj1rZ4&PW9
zN~ftwTIsL*E`(|94KyZ0-K2JeTgB`aI)bsWq@|pH!MX<KhXa-i`1OU?Ot}hyNxgi}
zQNc`o7)d?HHq}m$TZXQ0HVw~*WARG3(0aB#bWBSz<{93(L?T!dcL1d!R~VJ~s3L=D
zsz~0jidBz6hTMgz>dxpgH6Bw*)=ZE=P>kY12SP_Ctz(ID%}5c1SiCy@EV@O~2bC-u
ztv>5^Q$V1oR}@@^i4d%BL;2QDj0(zL%u)%<Uc(5W3(q}w2I{h6*igVv?%w=$$9vJ~
zvLpKKmS}&#jE_B$W6q_wGn5XRX8Zw?Vevq1<DC)qj!X<k%p~;)1CW16-YUA1R<nnb
zGIHbO1D{1g2**h_34|r4KVoc2CTjqtqW-oR!v|28F5gf{@->GpEfS|9Ez<lhpGX`G
z9@8_%x03wQ&5$_d!6(N&4hxLeG-$|h$G&dKkO)iPp^$bz;`^H_^9h#fd}nV`6eNkF
zeW$NRLM0;m@bDoagovW4aM>C2HR5)0D;?#eVddvFI(DQsLm`Crj4uSQIr|6#Is5E6
zjWeeqp)piiJdvj#YsC|Ct<gJB&GNQVQl*%>zHz2yyR$EAXnXNk3_&QKmn8*6?y;e3
z9WK<R&dfBY3?dEs+MHA|m#IJcdEcJz`YHTSxM0l5-hEU?y&+g_LYwzSYZlz}IH*$7
zVl{kBlnb%N37cYQW5V1p!U%)8kK1Bs;;tW%f>Ar8|DJnV5Gxvu?dw)z#hFW`rK%lc
z6>I%2^gKki^In{Y;0TF=;0F?geWq^KA?CFk^_;6pO@sOOgM7oB?l;c#U3)eX4POs~
zXpl^eaj@3MrM`fwlNTWKf(TF~bn%}2D)(Y_KIS51CFXfV`=c>1VBI88Vo)wNMn!H-
z44{81(!s=#bA7khNeF|a8__+Yz_lPn00GBa8Bwcd#~wOHQBQsh7NQa?1o-$ZM19w=
z;+_^HBYLllDU1=4<w$O4s^M3lz$-w7Sq|A-EqU_?sak=>ctL2!66n=Hh+4O;gbgjQ
z>MNAFO&+YoS*4LQUlB3(b`Qy#)ftCxS(?FaT5c>7@0FY{LmS<TCd0BvUeXKsJl9PO
zwIh@v4}8Ti+(3&ea!OBgFA@j5Mh{*)<<dz|9LX>pfO!v|LDh^?iUd)9`?R+sRP1o+
z>OwFXEng70-1`uC-1`_gjkBlSeHHYOND0s9vT~a{?thIMOp=HU57Bhd@-1Yr48vEl
z9Vzq3G4n4_aO_#WUmOG&p$`F#(Di0|7d7{~7{YdrG7>4m8I|YkH9GAChUk<6#pu}Q
zAgm!OWy=F#b54uuFVL$}ycC?!rpg6|GMKL^hQ;#O!i+^BW1$da9FVv!C#xG3o6CdD
zaCeKRms5g6HdrSK=HfYWn0NT!-cueR`cB$X<6_lpxl=F=vxgG*=86s^kG=0`^o-F|
z+^Lr&MxwR#sWa}svow>w{cEm1iGCd|r$kpGn@hu%DaKp3uGzQeraBsy#FtpaFvI*#
zwR5w{R*#X=$LN~ApekitPT-zCe>Gd)COsKrhd<`~>ykaC;>7ibchb6sDDMi`Jzz3|
zZ+e-o+|H@)tPZX2#;~mc<JdK0KDP2m4R%a|kfBKrs2Eg-cTf4p3qcq)0{t07mWbxF
zQRmt9U)q?zMPWkdQKCXecBR2&U-)t!igt5yuEwgzdNy1vvN?6^8-H`X)8727qat@k
zfA`zy>6$u*Qi{@eGNK2UX=c=kUhJIU@?U1AL96UMfdys1r}6ao!8$ZxjJsmhkpjpj
zvC8b=f96-u=CG;7LiS#UUJQl!?I*fB>{umlHR;aR(RSAST=JuCHY~Z@li(Gv0bcPc
ze^$KvCEZgEXPAW1tNM$GR|${>eDXp+F6n5hga-?|1xKUC<WC=Tq?3I$eUyCDWo)6h
zH)FQd_OW98BuQ~#J|xK~dB2kZwh#YgeG-Nl0%};ZNU?=*AY2h>vWnJb*L(=(XHCrG
zXRYOUOg$Lu(LiwR^;bNwv{pjp3S-$XVwDX`YDmoug7vTykfSc3gvI!B*OhDf%`^)-
zd&Y|@?>)@^<#D!!k~}`yEAFC%7*(e@&8p*|SCDnn3jUhJnb03P^Er)DFmzepZ%tCM
z59ELJiI&(qv??9Pw$A&bsR^YY)P^5p4utza0w9Ss7#jhl0bluo5B2^f$7XIdU6g*=
z%l3|k%K<6N139H(+krI5%ry)NC=wMD!XGfg<t;;H!r;LQI(t!2CtD+FI8E6{wuZ>j
zuzUqa%g?NlmV>O3mA2-N<uj8t6A(<4CR6>dr8}DF5uZ=d#%_t?1O~mAR$zUw5D5`$
zEhW?0`Pjm}dc;GcM2boP6m#`g{I5%CTS#XMzt0b%e{_?9BU#=m&@5{gL45;W$>`bO
zUI9uhGG%h+X=d){R6XP0#uBsW$6d1MjkC_DQ*y^@)r;NxBGuom>`R0P$Ss#VILnKM
z#@hSJep)`FkKU1HRd;y(^~xvu`NAZJIKuhkf|?k3FA$#;1n+<l4uT;NZ4!GrH0-1w
z?aUbq2=?@fO1>LYnFi#?#oofai@k?=$E{SUbiF`8Sn`%C!@}ri_I7J6?;*^F7bW~=
z+r$K24B@V|mW$dR_{5(40jI8t5q9x<_x_%sVIbkH9rkNP%@XjgvwmKCZXPJj5p%DH
zojx{Ubz~hmj%XP?j#xPsXy@0K|0^*ixg6t4nq*xklOl}rTrdCumZ_6>BV7t;F927p
zCtwT<o!ZKLTEWOVeT|nkF8J)uR~0FO9ilSxNnZ9B^{bCWT+`3^;evqb$e*4PGE0e(
z&0{!$1!k0scfO1ovBvPhWz?I=F5N1OIQOkzWhi-w0@tpDi`4975DfQOR&&oU`^9%?
zxC}{8St}sgkCs{$FEu>+JF+_7ZkY;K*86gsejn(FM`nby_bP<Ju&j#5-F75pr%4Y;
zvwHoyA}V++g3=B0lxGJ)Qco;hyB+~9B*)oA`-^=ygsM|UDT{DRWlBm4X~UyN<6MKN
zGEvu3jU9B`cP&O2gew2eDDB*M5(<t`onM;yCHlbzUv3}`B{yi>k<E2~nk~7Ojw)nA
zVA4r^>hUsZR8wM#Pw;B*DA?sHz~v2=q;7RIo=psti8COl>X)=Ohmdt#{G`mqZa*DW
z$f=UAG8DXBWA`mKPk#j(D+f`7++}avo5#pXJS5G6r`>yXda<j@X7#iuoe#0Elj5|3
zU^(1-W|Sn-M3dqc8;{`VGvT7v=dSQemj{S<cyBpvMUoNxXixIO8mcIIgVDNWrS5p#
zc3t=1DD1Puc1?>7-AM2?lz&q6Q%ykixXFC_Ug6A}?!-PH!)NF8S~$d>33*QT?#sxo
zIdpGrv=*%r_FjX6W`fHH&0Xjm^+)O^%Fjfx<#rs^a2FI1uOMdS%i2uxuqd^Bc<*2k
z`l1_bpPE#2b~03<E$l|=k|>s=l?HibX)vj>g4VDjYHRcg!ZpHfBMw~+Yx6!nhhIRr
z=s)hA#p_0Y9-FQa1FcEY!B6s&p$91OYmGp0&?zZuB6lLppW4VBtKS;`s(#E!L`eQx
z9>2yxnlhZPnu1f0d*)*Mwan=g;c0+y^>f`4k&cfy+Yboqur;WjSX}2?fY#ejS)wl7
z*2Z%ram+62C!ege*h5h5FwRq6X*8IPM)z=J$Ako4K;rm+`7R4xPrQ7c|HIKl;g?XZ
zlTTon77w|4^#|j5DC)r44PwQM_Y!Ggpzz~rLR4Q$iv!Swm+93;CJ+?)#79g%2<1r7
z%bhM1DXPX&H42GlLoS~#Gw>>2NekCUbSC4CC{)zXSPu$T1PgP9+S&*%RTv!BipPme
z9ZLy7Nc=0}El-BWNBrdH@RT<#gZdN&v<s;SY4X-<R0ZyqTPLhLIxai#$dY+5HtKSp
zKko*RInLo;+e$>}QYGbDwI-k-Ny%>Km|sE2&;B5-n?|ZUlA0Ai(XeMk3#q<@LJsKn
z^DB0+B_}{2@pI*PHpO-fm2;se9EyPYrTe8O_*E@pd<dlgD%<dNzZ1tGCNS={_A2HR
z0j;15$>>C@*t`-OFDwXdQbEGoem3WIm>b#EMKx~`+*LSL#5=h#d-nb7FUrl$?I_ia
znZyr$o5Z8c$mtylBc>QugX3h6r?A_p221g@CD=9Old*+Urfo1RN+-<>P8AUtCGxk8
znnL(<xSD8H$7?!b=7u!1;kKHR31O&c;+4dDuZ0W={XUba-Pkyw=!IBL&j}!ZgTCcb
zJr+WdyS#JYG_>d*rWJF~D9M{Kqrsd`XeZD~<463VQBbmPo+XRr;ZBO%N<@X^o=gsl
zEnM<y7qXRK`J*$xL>;b3C9=+GC|Y<wMk@Y}O+YEz?hLP%-J|Nc3Q2F`2{1)sdAhCC
z;~MMThX&(L4s<bwv542|QK(6kW;5;XB$H$rNnC{ANTfm3ncF9`tsE&CiIoehiIL{!
z`$0pC>qrNnuInN>w0*in*05{txG~90vm$tc>)I%Z3xZgIBo+3VlaBG*{t(5GmQDek
z0|P`C8?6dxkceV8_DM6{E3O5B;RjLv1{`%INex$)4?wf&$M<KcALSRgo}vka92k(6
zX3`>|Y!CDcRtZYKvz0H~aAvup!paoWqg`~X;MhBw)khQ2*u9ByEj<bV2vg}}j}M`r
zBlM4WoDrqK&(aBK1d+ATVxec}_m*meGM}CIFbTaa%RJoyQJ>oa+WECN<V8X>l=qTr
z$a`F}cv8y3lNx$5exS*F>77hzY2#UBy>0u&79~fHBGsBZ9ySlL6iED5@_ZrPKE+rI
zK|B`1n$9Y7|H$A|QjYJ;Qo0O)K#QCK*MjqF7XRH`$|n+Q*g`7%VM7TCUad`R0P{N>
z&Hi&X&fqMRDmIGA8#@7e#3&A!)jE<BgQD%@3%skyWogvp&Mq(c@A*5j3o_$3wJjML
zXzl~@fy8njjpm{>kJ+rVwKmj{(Z=NZPS}vDrC!1Agd6bmlk{<87a7GhLQ0A^*zMPu
z<rdDeYg1@AFjf;XR*n;OYpd}_LOmXh6*c8IyLc0<h^9>%d2OySITb-GWJVGV5M4R1
zwh6^aMyB_GM%?0;h^tC--(agt3Fs$#oRyo*ICs-l#3$9Pg=P72xn9k0rDd4CX88DR
zR%!eyku%j0G~+BWpP~EgPeb>m*#16Nqvy<~p^wb+_WdIv^Ve@Q7Z>o`I^UmL^k<$Y
zw+I#mzMYToAhMgoE*Xq|mA0+PCL?sCESFx`_r})XPL~cRI<|fsWl>z|Lvs{qsq-Yk
zJ4NT0r89MTPJ7SAWWwxYl-7KYw|E}mbg699ZtJy<?Ac~lzx+VlV{fOT(?hcS{uNfk
zY+x=0&QRqwTo>J>ocH2x-yu}kI_Ur@`}dnfE6(e$@b7&KL1)c*I<2v+$BVbE1=v66
zbZ!_OzSmaEt_!!@u|XOIaJEqT+^bHFYZ3IeqLA2g*1o%2q}uy&Ep)k<hVn&2%!G4>
z`k)QVvdOj()%A6UsO@oUPrzM+|2Y4}=I#<=MB@}{Ty%VpxTD#$N5Csw!esI3kJ+U>
z+s0@VnRas`4(7sNmKzEy2&t{#8oFHX@JuvUR0ddM!+f~NnexE%g-&tn^<K+1hRhtA
z{;8=>r^KwHLxOi$h-JKR_x4v0w3F|EQ4kSN3DN96R_5B&+n`wepU*?TAhqSfFF;O~
ze=^))^pX{S$%VgMx%s&G5dV~M{X1i>>FWYwRW-8)u_}QqZOz1;eSijRU@{Lo2auPa
z!w8X8-Pr@2KL@gbx!gcb9zaeoRUKRma(DK0vjDk+)9$Kn&K4RV4+B<kVjjq<3G(p(
z*OPE|aCXyhF|z;x*?%YG5m}{tJY+O}x5m!<S1Z!a;1=2We&2wT^WaKO9^g*gfiFpY
za4!;W&MyCyiG}S&Di$^)L@@WC(Yy%sSN<Q|H+VR}-{WxyvMShGx&sXmUq-8rXaoc|
z?)lQ&KdQ3-UG+~*2{R8f2WRVlHSuSxN+1t2OE3k<@mE{_?)zmJe|~%TJ(GWr5Rp|}
ziB;Lz&C$#OkyS-i3EVBKrUKBz%@h11#2>+5hW)3qGLZ9MKVERMb8)?T^+$;S0J5y2
zt&=k(IsoA4<l&|+BM#Kn(+9$h10Vqi09XJ!0AOa}?xLh2tqA~s<fJ5k?qH@D{O`}r
z9020wZiZP_6$t!y`TsA3Vd3KD0RTX#g1I>@LGBh{916w`-X1P5<!4}wZEpX9A)#Ne
z8(2Uv#(%-qe_^KIJbz))7i{V1WC`YZk=e!4(eefNf^npmCkTw86u~&$%NFDf#^1o0
z%E8mo7L4z}7~2tK<_-WrBfpe;fGljlm<^1P-89uDz*q<XfJe6e2R8o)_5j-^m=_@7
z?BeTYYi;8Jq_dz0vh(xv0cAnn4j>N?W>qr_dowpnpoFudi<y%z0PxqCUupp`U*;AF
zo@5?&ejXlX4i@nA|NZ%|#J{=zJ9yFUUmTZezjX$IJNoakf7ktYnR5XEz;_Lvo5X*Y
znP&h1&0zol{^GyOsPX^+v`_$`Y2qK_!F{n88xIc`0ajLTZ*LY`kOj-jg#P{c|77@^
z^M42b=#S;4zrW`WC<(GM^K|e4zD%kG*j;$K0o{K)4Ceo7#Q)b7{~^{t<X}<<S%JXb
z4D6e<!B%GLWDQoglclYPt+Nx**6DxK@c(7Cf5`9x|FUZ^z$*F)z&2q4pif`}piV{s
z&{#+SD8pPZ1>$eLDI#bCURItC+1_7v55{2n@AH40AQQm1knXnDz?WhPbxoj!r<>Oc
z2Cs>i6AS<mfCj(@5CBL4lmI#aGk^oY3lIc|0;B-)02P2HKo4LHumIQq906_sZ@_Cn
z2p}8~14sm<0x|&~07ZZ@KsBHa&<tn;bOHJSBY;W3EMN(+4%h)40nPw7fJX=j2sj87
z2rLK!2r>w22u27F2tIHmB?X}fp$?%3VG2&tIYD?ryoPuS5d)C~kqMCxQ3mk|q6MN0
zVhCaiVgX_U;sD|T;sFv05*ZR3k_3_lk`<B<QVdc7QWMe$(i+kg(ho8eG9EG=vH-FY
zvI(*aas+Y~avkyr@)`;Ng#?8QMGnOb#Rnw;r2?f7Wd-F16$lj#l?GJ+RSoq8Y5-~m
zY8~nr>K+;v8Vec-%?vFFEeov$Z2|2HPR++cXF``kH$nG8&p>ZLpF#hGL4hHLVT2KY
zk%Q5Nv4-)635Q98DTZl;>4TYt*@3x%g@wh1rG@2%m4(%VwS)DCjfKsDt%2=?or2wh
zy@rE>BY<Os6NXcPGlTPh3x~^qtAzUsHx0J~cL$FIPX^BcFAc8`?*#t_J`KJcz5{+5
zeh>Z;0Ud!FK>$Go!4kn2ApxNX;S0h9!VbbCA_gKYqA;Q+q8(xgVme|qVjto%;w2Ii
z5(N@Jk{XgNQZQ0FQZ3RT(gxB!GA1$uvIMdrvL|vpatU%L@&fWD3JMAhiYSUciU&$O
zN*PKI$|}koDi$gWsvN2%Y7lA`Y7^=->M0rm8a0|2nlYLmS{hnC+63A$Is!Tkx&*oz
zdLVihdJFnI`ZWd?20Mldh9gESMmfe1#y%z-CJm+(rX^-5W+7$|<`xzd7A2MhmIc;Z
ztRk#FtQ~AvY+7tNY&+~2>?-VW>@yrp94;Jf93Px4oOYabTqs-`Tsd3^+yvY@+&SC_
zJQ6%HJP=+KUNzn{-Yq^6z9>EjKN`OVe-{6N07xK3U{COlpqXHW5SoyIP>s-=Fqg28
z@R$gjNRY^aD4M8_XptC_n1NWG*q^wNc$D~>gp@>v#Dye-q=)2~6qi(#)Q&WTw1f13
z42$d)nJrlg*;ledAP!Ir=m1Oy_5#nyiOFTjJ<0RQ$H^ZlXeqQP-cZy~tWY9S@=;n*
zrcicMo>7reDN((qs-Rk=Mxf@SwxNDcJwSa+LrbGW6G78VvrmgpD@W@`TS2=_he9Vp
z=So*V_l+Kwo{!$1K8Jpi0g{26!G<A=VS*8ok%!TiF^6%A35JQE$%(0eX`UIGS&Z3>
zxq^9v1(!vU<qb<S%PA`rt3K;H)&bU^Y}{-PY(;EK?3nEG>~Gk=uwQU6a9D6;aeU)M
z;gseK;{42c&c(<D;>zXv&W**b#2vxi&Hc>7%j3pV&2zv@#cRr&%{$MB&8Ny2%Qwgm
z!!OPs#NWn$FTf+<Ay6mqLy%d}Ua(wnUx-!+Bvd4{B}^e~CY&$4{tEcY^i|%gbrEtA
zGm!$3O;JiwOVMJ{Ju!MQJF!Z!Q*kzNH}OXCTL}S)0EtdXC`lQ~XvuLYOerm?OsQ3A
z3TbQU3h6T$ZW(`>PFWaP1=)A9^Kv9|7II~BXY#!A0rI^H$O;+?nF^bV42o`wUz8w~
z<du?@mX)cMos^qZ04j1S$to+Vw5qPEt!l7ps%lwkyXx%fuhj=Mury3G$~A5@#WfQ&
zm$c}#Jhi&D(X<V<%d~HGBz2N>)^%BR19V692=#3BKI_BjYwH*5UmHjnq#EoPavO#l
z&Kc1f`4|lu6B;`hx0|4un3>d@!kFrqmYY7AshAa*U7O39XPci{NLakLII<MAOtCxw
z34@YAdsf0$Nml#T!q&;w2R0%$X*S2U61JJP=XSDoAM9@JRqRXbe>vzl)HuRBnmV>P
zVLI76^*WO}`#4XzFuH`hth)-hrn;WFDYzB8L%18cfA+uzKTM5!(s_n?Zg{=&%JRDN
z*7mOV!SHeN8TDoGjq=^|llJ@Q5AAQ^-~F2Wb;#?D0I`7lK!`x|!0sT*pwOV5V42|3
z5X2Dskg+#xZ<5|zz14a9C6pvIICLvaCafYHHQX(HK0+|!LnL&hZRB_qXH-Vi&uGi&
z;TX1<w3w$@i`d~f_PF%8U-4G);|V+oxrwlePKk5xMBbGqVI=t_Z6zxuH>ChmqEoI?
zO;U%_xY9nnM||)3emz|={c{FYMq<WOrcLH-mUvc8HgR@T_HB-3&UCJ5ZuJL}4>2De
z@@(_I=gZ_b70?u<6~Y#J748;k7Y%&m`&d>?SR7OQT;f!+UaDT&TgF>fR!&@=Pyt!t
zS#eNlSUFiGS@pS^xjMfFw<e|*Q0rNH_{sFsT%AH)cRgQybpv%nb|Y3}bQ46AZ_`<`
zP4oI^z0XrE@-5w81iv)4vb2`8k+)^F<FqGqAa;ay{QBzm^}5rg^SH~pYpdI&d#Oja
z=UcB@?|7d=-(bIVf6su}z}G?H!L}iRp_XC3;pP#Zk)~1Z(Z(_EvBq(p@umshiO-Y#
zlV7HUraGoYrn_b&XZpX%eH)ooo}HT0n)^O)IKTeg^85aR!@~KZ*W%++@G{JD^a}b)
z+A8sC!5aNq%{tF|`-bGk=%&Wz(w4>6(YE{c(@y9v%5K^o*<RT`$9~&^^ugqz!Qsx4
z%hBU;_zA{I_9@+I!w=CPqi4EjJLhiazb;}g2`)>nxURadRj*fX9B&?PqwfgrO7HpZ
z2Oe}D_8z^T;GWW->7T#+RQS34%kkH*mssgP<3j#F!G{5>oP>n9nLEf5@pl+z^d~s^
z9kcz3PSp7kU)a_E9ryf>-~L7AMf@Gj{e$|C$VQ!=6OsLQ9L1{6&V|VSJAwj3HbnN9
zI8z-AIS|3Y=6^Q-@0gDDMYfkPkyRGt;05xqwJ>8AcXqJ+9k8*!5WsPz6Zqw>mxnlx
zmw-;4Rm0QV<0Y<r3CY<1E!J=9AEEz>*8bFEm9(|`^E~Ko02Yy#)z#D417vCL-~h7n
z`1|H}z<|ik&Bh9zBQtj!qklC0GJro#|MlM4KVLihS7^u1&;55~=aX%e$d36Ih%V)?
z+=U{!rOVD${7IH3c^mRG6KdEX5Vs`&_Zv3-PcqWu@zavSh@*9*%~?v8v+mxiOPb9u
z4j73EeEbuK;Y4r;d7ErUo#j7^dmgb8H6Rvqe)#ntE*$e-uR_Iiaocp3K8GqI<`*?a
z=ko@stgNyv7S`ntGm#HwwBc(}LGvd&7Fzlb$<m6eN`)q3Xkn0JdU+fpChbk_CALY$
zyE{#o#b5+5WGED8_xU~rDCmlxZc^RAknmdu{+~wmTf2Xz;cvak=<3VK>oLlhxtTeF
zAF`R{z#+D+#c$O~g2PESTNe*!Hz51(h@Vx{S<A`x<yAc($8VeXr<$d0-P}DSY|Pw%
zoE)r*W`8g{I~%Kxt)+(zSalrSFE;gGzKH)jjfdyOirId1aPx2ic{pAq`p+*9=Svwc
zAK1+POH04&{8u^`2QN57^0%3SlL9aH_z!dXhyDNW=ET9v`A>6t$L`d_hAicsBhFjP
zJmiH8Z=6Ie5mRsigPnmYB#Db{y?^p3M@u4*xSsq<ZlgjVS7ook;mZS^{ZoO`ghD3b
z%DhZe5vzw$l3i?W+Gk-ox3;j#@-2hGHIWQ1Xs#bmq)wUvgp9Oft61|<r~Hx(<VJG$
zUr3*Y5~8QCev}{F#*aLu5X$l&5)$|TP~X7y!&7y^H=yhH*yuTs)M9zWnxz0>^X#R6
z5K}S$LzR06MVVYFq+zmy>)=x_m~k5~%G2-~zc1*EK^?QTB+GaSwY0`|;IT98_(%G;
zoahMw_!U>q3Lq?CY4Q8=-eVo(Wc|F*9gv|<;khSp%_T9xd=4-+=Jd7=eSis}4Nv-i
zG0qpg{7>VQP?L~TQ~KLD{|~GD%c1<kD*tk2zum`Q&gXxzN-n<tVwD{H9Ke_3MIsJ%
zejq2<L%v+u5V?5xf&V(#{zfk)e_7&hu0Qz226=dS!2vZl@WnEDd0(V`vE3J5PHrwB
zC+A<74}ASiMf{8UV%uE2|7!EEmj7`Ex68%G1LOvKXfCj)=Vtrs%E<wKDUyrtcR2^g
zOYIlAUeHV1FWle*@#PBc9o!=)5BKj;a`FGg`Le>excPp!`JcW0<L<ZY|8f6&CB2OM
zrEl=@UsulWo#cNi`R|?MpWfu})%Ty9#BV?Jr-8q<{BJ+?+d!1f96_xA#jS~hQ<etI
z{6J=KW|NPH2gt+4WAw5gSi1w+Ioa8Gc@SB}+$~;`sbC5?$!X>y3;Lam`hEM-*$WL^
z8<F)dXDQ}n?Ep@}f?b9O$Wa@}&cTn!s$}c#4&L*AyFMT<H<+mVrxh+XPQ>4Gf?WrQ
z1DxFg&*?w*ZfbFmwXM^?^0xv&D=-(3?j?2mV$d&jURH?-J3l?*@2Y<$<Nx$Sh=2Aq
zcCbL4Y+V1^<#^e7dH>;;PW+H`HRl`879U45I905|2~eS+vY~pA2kl|eeGz*MNTt!a
zg3U!C#QH)Y;u5IjW7VScr+cXm+m$+Y^UrtLW1|S-qIP#(lX)DKemKuiwMX%CJGv9a
z+QtU?8RWE%6ATI}{rVO7>*V&?WMcEU@n+G!ru}B|sIr|GocOq^#lg4HpWGaVxF2HZ
zG(V5-I?Z<xE<_4`a_f6go1&R?uzW%k&6weBa61zpa*hV@Q3jhk>}19TnBD7&1UuOW
zIeSlJ-0hwKs!b@|l|?uxqO}kJi-MnWmqqx#nEACKd=qhw^Oo}doVy8Yy7G2~DExDK
zbdc0NkfX10<!yTnX{$H=oEn)u$who@IE&mxe~kKLVvYB{&YqD76kERVp}$@>3K3et
zW`Hcnjk;yBW%7sRQ!8UoHxHzLbukp%kZeiMJelncZ`jaevk+%NzR}v`FC<|zlqCBO
zC0M#{an)d0j(iLOQ<$MpP5j`Gx;N%usa!-+!RdiK6#KGTIEr=s&u^cQQM<DekuS{<
zs`F5h*TY-a<$Q#%u;;iFVSh<G<o}X939CiS)!qiqBfBQX7cNUQaFIL;kRx5><L`<K
zJ4DRmIH?vCW2fA9z2XZ^4CUtCHh&byryx@`*`J$ir2|PiaW1kWZrM!5oH4Y;Q<`-9
zmZEdv>$n2*cBE=C+vpncNW=GJNn2vHr#SPyCmDqGEu`p&3XomINHsSN7fq3bP$m)?
zJQS$fBYEl*;k~}4gsW%lN4=&KjTy;@6|O_vVEK$j8Y;7aaC|G&1`!0bD<DTH%6cuz
z5|I}16CPS-Moeg&2hVQGZs-)WzjW<_^x#Rm{PyxSv~rh74}lNLPbij7oB~?qZ|BHk
z1-#RE8M4LMdSlQF_)RB=ru$0S)DaI!po(d7A}a}caUA^ybli>Ms?b@!J;z#wn{kp_
zvOvJC1R%bP^NjKirY)@Sb@0{`#0H{SB&K6L)j1WBFjs=11a9K1y0~S9Tq?XlYC<W&
z1CB+7A0-eERL>a6-OGig+CtUv;RO<{5+&j_VdERb)Dr{2DD5npi`(Sbc}l6O5%xL>
z_8sV3MOb?QB;##ll(s09VP*|(P|LyZI$#1m88vzHE=Q5_2jh~ZZJ6EBhRSp%oIwl4
zoDsJHenGPKBy8-ReRbh+?r~n1xWi|`>TID(vP_Cjlv?Kd08tlRN&bpM`6lss8^SI0
zZixPZ*!SI2$`d1h%-N6a`EAMz`WAU5uJC?xcz70l=_6ZC$Nc%}RFBZ=frVeWfur9z
zE;E!yy><h4$#-pcJ;Su73h>q2Cgy7AYlV+_ZXS;@b{JSP>!0s;DqK8IXYs0k`VW#E
z!aE`buwH5I-%nQT)4!>(?)t3IzyBfblO`f)GFa^s{Nj{MQbbx0;=Y7#)Y=9B*_;Qz
zpVb_?y^%D4o2KTN^fSqZ@m)SL8ac5vt8jdWFG3*X9{TFrweBBgh%B27LC8TA42B>Q
zX>F<~3ZYL)*c?a!noJTf;?&~IWt4G6QHBZvgP3*5`EX{D4pdn~aU9EvPUQYW&<irB
zG`FU)LZL2^(1Yw3O#Di@v?4S$Nu2xh^FvG9#P`DY>4wF`S{j^jAEV%hzKL<}6F;FY
z9jGrxuqh7gJ9@CTXRW?94h()Jv6laXld!*^ilc0li6$mv44d6OLu(Y*ssdSTmw%Ub
zR3*bZ{g>%0wczf`b)2csxY|<h%s-mPZTj`0L_g!_lc&{Mh2qck&3#fjetWEN%s8wF
z>TrASChiNrF)+MFC$dAqkMzE8)&)*WJC&rp1Md0P$B1RQAccVg+ZzlktU#HF4JDfR
zg+d?POJ%J4lt2?TF<uFQ%XD+W`$%6@=;F7lVw@Xm>o8XeG=AGOH-v{WS%z1<wVA%T
zm9#;{-aR}VG5w~!B87BtXV|znxZ4xsV?$o8bsU`2Ggcpq`ACLtiX_!!BNOWT`gIHM
z>0<b&Ex9E3J@w=C`{?yxBoHh$m+Zeteyty=aar6O8%a65akBIX3Ypr$d#7~?BKZ29
zIwr~_?JCc5O@~U@Om4zDsh2KIRL&|~*Aeeoq^vGRY<g-r{3@5hzjgmZ(!o7PmCG=W
zur?;vrwCoglN!wDB8AGE`N|(;HK*m`0m=GGAKUA6k~1KZ37M1hi=Mb|^5xVu<SpOK
zY2qoVs~$`-1hu!9FPd1_Bq^S8#vh)N25Gn(c&0M5e-h^GQDM;e{{FGcc!RfSghG`b
zZA(Y{f!`P3RWuWInMT<vn{<tYtNWtb!ziJ>#NRgS!-3QLezuQ~_9t3D7nSy^G6=*j
zRPD1&j0mVE7rlrNB@AefnzXeV6$+)an@;WuKF1N%G@(YSd%k`hvH!KE<s_ymN_}B9
zUY?Va5VwiCVD{#4rGP6g%<%$QmHyM0N!ch`B~GCYWB<n91AXd;*&9UvUw7p!hLzu4
zMVOY;@gu8li3dCkO_<}Gn-;L1K|KEc-df8=F#UK=Li&3cM;*&a8SJ)PVZy=$X6ZB@
z53HE&9~y^Jm{`<ou45~rEZ?=GO7yZ;qfaIAw0;mkEGlRQ^y^^f;lDb878VHpc|^#I
zD~Hr25bNdogw-ips}gVqQoiMqIbaKf#H0@!u_li=;cO5QUipwlBZa6Fr4W;rI(*$W
z8hiZ{_AycIiZ^d0uM9=75wB%(Cn{>1VGZ}H)2;HZnWs7Ih=QpZrgKZ)`F4h-Z0AZ*
z;TuI6=tyzIdZqOke_SQlBPH&lBKyNLer#LIm#>2=cV8!$iJS%|O7yceYva$0d8}{m
z9C@tg?@ql8GYOxt2L|kq&BuJ^!LL9yc(xdEEe_BU5%x!vw^|irBj<b`+pSqxSyh=V
z`?*}p`?NdE(=WZ$gWbq3%iZvuC{u8;_wc;>AS`Padyt!dYUALco$<#8LDRn7?5utx
zqKe4!d-V-*Iav33vOMTpW84WIX(3^pE&A8g0Z<bP(}tct3=}gL6Jd>;J%EHpwkpww
zYg_%Ot8ZLmA@A9eaKi{&R}^2*aD_no*=81_cS$PGAX~C+a#e|ban01GXgAB;U3c6K
zDGy17Dul}N^Y6_)opN#w^R_8;HU<4E<y&i=6a3;@s^hT2w{3KAM0&WEPR<j56S)u;
zwveH_4T{>apNp)!irhaUIk>L+aWeGKX5rXe<3HKjv{%c=_J-c;+x*Im;P(>)X1~V{
zqsQxKD8`4ruG6^93uDbMZl;zE^AU3>l{h+A57Mm|HTru*_y+{K>;mgXf=RQwCad37
z-@oG2wOX;c%?!c$MZ5gV?CrUb0PusU^!Z9?Ne8JA!Hp>IT<bgiki84??~!|ia^++#
z6uDp9eHc>4kBB~1;qg~->_{Py-4Kem#QC7&oeS|Z9F6oZNs*^z%xIG4mPrcbDC{Ym
zBYlzC)@R)`?mYt8*LAq|>J!Tl+N(MpgbXC|0&m|}lBO>Csk*7A8N>;(=6?I>?C_P8
zA8J1$u!!1`2!r*#zkFJCiVR8W3Cg1r;94OtnJ)>g=US^)Id>0!Say-hSs^WU{fY2=
z+bA9cmD@e@m8U-Jg6?Qi1M?T_h!uqnp?jQA|1ZXcUte|Jb`jmntofnAsVoW(d-Hvf
zY6&Zpj#E>Jvr{|K_W!1I$kM28YN$w1AKVgu&LMBn0$ZP-62TgRVS-`8+kO?g*<TG!
zJ~-K_nt)CfA*A0sa(fLwvi-o45P1che!eT8f_t@<I8{Q|#^*65b8F<I$M#CX2@b;~
zdZ_sZ|KRu(<Hid{3mrY)gYp7D^tAf@rwR}1^Nq#}=udguqzTFk7oNq^EvDfFz2$0C
zc|0EB1mW!_iSDI#;Gerw{ff2RL#vQ489GY4E9qM2WrXC>WQ^qTyrq4^HK1+n0M<rM
zoq|R*ge<ar9tiZL&Tn}0=3x-v=z8FW>_ZSxh0hnKqKM;z(q1Jz#t=Xw%=E~NJ&lMU
zCzTeucYiO;>2ZGWO{+cFYhvnHmJJj)4#Cz8Pj8FIRw<T6l%#}XkGq7QdJ2Fla9I<L
z8{DE!2+mv=!?Ck-aimmYm~egIiMzs|IQ$?|@$0AF^S)ld4?W@1w+&S571(bY_|^@A
zOX=1PqHL5qy%A}p+=s;YLTPptEe`zjp-O^Fgm573N%+cSpgOQ^TcA3$CD8_-hn_JR
zRDic3to?oC()PbXh$WfUwP+*)XoZ8b1#Mv6(`?>l2D7+fF5Rex<RoCLc;(+zR6V)Y
zK}Gez@Qo_T43K`saW(4nmi0-~><k>MsLM1@xr<n!)5mYx=c7+2-vv%#4!j>oTwn|D
zh8zlEPYTuXB4y2oyGLB$KstWU%&8g@yRO}ZC5)4M=K>K_c4S)y@v5ME3V}C>J@R<0
z{%*~i*xI-d4)W>ILd<VnZo|<e^Q>a)`~7KW)zc^IK`{<8L6WY8mR!HAAk*V9iKmtC
z*ZYT-fgg&@%R1K<T$5T&2#IefDEZ#6apGE9lVN!kl#g{->!xnw>ay}b?$ZYj;#np^
zMcj35C7lM>S{?Io0tqI+ia4yxYreTWJ`kX9!O+fQriJRh_+(ARuK6u4niRQh%sW>S
zPJyHvrIl9}3DOvgrCD&jk=zZY4YFV~cs_oR;A~tf1^=uG>8@|7ld%QeIo5cQrS(j<
z)4sDYkS~@L(I+kv6}s&_@-)peaRuTB{RS1mfIE&r*fM7N1%<bP=^=JOe=skkn#AWI
z&rYJZrF3kK>U?3BKN9_IT)J|Bm%{o#gZwGORNC6kHZ)b;y2I$NbVcu^zPqye8H5G%
z$}S~zjH!4HGDiqlw!jU<&)9ju{d!BV8UJZ(hT-d89Hy6#eV9Rs3prG`fOBG{fFI-6
zVMfM%i5BGol(YG;=aZ>R?r_3tnmTD!q{ApT;dVGQZ>(*~mNww~n&FQ<8UspCDOo<L
zSw5jzpL4Rl_bV-rDlK;^A-iLZe2)6K+>6Pgms*6Wg;36?#kBh9n<|A<#!*h8DUd4t
zQJr235hpb;LzeKVL`Ss8Z7QgxkCZBN7gfZ*2KaLj*2bo)_9BpTMwCdO;R)sdC7lxQ
z;c|xP>9CmEF*)?O@2Fe(z6qa-T|J;x=?fj{z!lr)fCQ!P{1gAhCGzK^gzF0A>B)w3
z?CM`id{QCDsS0kfSh?$=5&U`u`7kgvmLUjwrsA0CK5w$paclb@dAS-I?s<EgAKj@a
zu-8`C@eF!DIu0E0KX`f0x<15*E>886`l0?P7>poo+vK^k?=dGBtWGML2<uzTBdF7b
zZ6lAF9Wmbq2Eg^Pz5PlV^A6EX6|)DeR2)|jXO3oYG0$F~$g${6rBYs8625dI6Wrq`
z|I}}fc}xSRA<s#~R`J4ga40{i<ecgX3%}S+FOd%^ei2kPuj^q(^WMMQEpxg22>v@`
zTbx)L5a`DJ5sc~^iCPB*3Rm6VN^25TGFQ5G)cPKFU!{4JW>4E0ao<w>WzBd+>zX9V
zNb`=7`nFJ|g!(JJXvYqDQ2Rcwa666}^DGoI4!)~nGDE3NjUi#bOqurE^CggiL(O`e
z#78%_qnp&+rkr4%bTrYJTZ_2%?wUp&QN0ZA6<u*d`5codCR7u-FMLye$tR(ZgJydA
z5f0BD8dknmE#Ha&E%f3KV`Co4*TtKXO9*a0Uxp$bumVHZxaQxf)j2H;);T}DTauZc
zS4uWJ_dJ>l`JjFKDD_&n+4Ek?e|9j^B&xB<RynC%{y`z?wJYdj786`*E<E)ukUB+6
zXfQaO<Ff>*MqQ<RoHeG~3>NgErV3dJcICl5K5OdeucBUTy?uuJBIx1T#8n6HCi<yu
zSuSdZ^$801hY3>LpU?%HT=7@92iA?Fp+f4za;CP~9w;TQGG$2&DjWi3A!#AQJ}ujb
zcG+%9pw_V{wNgfgbLOx|73-q+88)q7DoCU(#PM(xbTKBH1lQHnk9>vtF;jIko9vHs
zKS4cC%>6XalGo@zEgJXVU7k5w@V<TLIRL9t>2G@`bF@n5H}SaIaf`aYz@14pm%zaj
z(bMGrdatnAY0azN&N;LAI2j^|SCvx~?jauAi6-lDIVzy+IIJVW>FaC39CyK%cITlC
z%I(2-4IL;7JcfJ9Mk!u742~rywI}pTdP}}bpsZ=zk>=U&fwmgQjgDsF+zB5Sx%$ma
z0)L7;5JGSzlo5qVPvaMn`63^_R;nsi=-IXpEXyZUN;DR_N!Q1!@>P6mmX_NwbO&ed
ziQ--C?DrKb%42A$*XQFTH#Ikr3YLb)h70ZIVHft;y$Oq>T35TzGknw`io52;-aL)I
zTn0C%B;UR>5ym;nNNW4_#`WVZM$zLvX1P_d3=VtsxX==uj<QnUyLU_BzoH!(JWgRU
z-&4=_y?1wWFSuXMW{Xz_s^L;cm;&1j<91;v*ioq7gx<?#Pv@p=dSF1wy_2J;V4?P{
z*U08@p_i+pld?skt%#``v=|j#b)Y3g$Mwb-AMeYMY>%(-v@z!oS1+ePu2EMt&cQ6>
zQZw>UX&aXuG;}Iqoa(lY>2Hn3wM=OZrE*Lq{}Nyv--V7*(P$f&ogobxtyZj#HNnjv
zRbVS|@?5|@nC{)g&XSjSMeJ%glZA2gt;_+n@H=q}aH_z%5m!u%0CR|@6s4@%bAI;F
zQ_mG<PBV<Y8=Yuxcgzp;rubXxBJL0eGI?cKjmHH;4!@Db5ldr*4qm{rs*h2;98uWm
z6n$f9^mOE4N&!yexO4=IPL&ETyxqs~O57@ONtNhQMrWsVEV2r2Oqjv~Vu_R#4U7j;
zErJ+#ELiK0)CSgL>RA*B+y^=KxZsyCNXpEGeVh5hpZT5qkq7k6FPE!|iwn|QhQu2N
z%kaB560@%iDx)U(Z{QqYN5g_Huq$IIW|`#T8Qt(e^Q}kqczezXYq?)pPvh?b<Q^~L
zEx(%cXPp^$e}qov$W2hG=i9<@3a7(mS4rMdg+yK4%*gQ-zowiGD#xFNu|}Xb3ns-f
z!7SrTE6a6B`oSMHgTNkrn{i7U?9s)aXJjLh*nuB;zC%jOt!mdM<O%vb;|-EWyfGu&
z4H>Vi8>go)t;zn89i>5EtIh^I9`@L5pbaZbkTxAPdzxA%rZ+9<QL|J@>ZWmSA|4)U
zx#vGd!}c<2t59R(cPQ8YwcEWBJ1ch}9U!i_dJXpo>$RJSOEn&)nyRzrwxz+!Tv6%D
z^X#BP#;$lLTsa%qoZO4Li<PvN-p1e<G?dx4)1pPx8*RTreg7_tTZV&4+fj3@@nZ?@
zs*B@U+*}LPbQKnM{)hvaeK1YI^|G%sbXlf^u`(^3M=zrTMk&xo$w2X&<+S$vH;&ZH
z!^0Lu=B-M+hfT$R-OnhyC{tX`HKeDXi?<DT!tHs!RX8j{oY0(nzR9~WJ7HW@X=JEs
zQhsD)#ws)_Z`T>I;mjEouLl1Y3qe+9=4`+ECcPuW2?GhkioSrFpGn!*E03}-4IcTO
z?^sv{)#8&eRq8Wib~CLpCtA~;1p<l<nWmM(swXbv(6E#j?iJjk=>>y~#ft~`#YZ{I
z)N@^}tWaI`kp^r<MmSA}`y`VUiWFxuwz|2gI+XEmQr{h*ElFSWe7MPe9Vk$>EfeM*
zoFal8`VJS@;G)pos!mLq>*C{VUvHNgkLu#3RfQKpm~M`oZH|Fb%HnrWeN-L2*-w1u
zsF<%&ggz>Stda}_`EQz~B|%k!ocQS<l5K}|O2;q|L8<ZvW{me+MiU)#0{PAf^Bjlp
z8V!8%Ki{?G%kjwIGgEOytHPK?>Q#Z@E!6i|b1ec+4|g}-Yefk>T^!rGI=RD@SSL}g
zMelrkEtwih%^;jO375~Cs!<u-9B)2>Qo<+)0-2e4X{NY7KQu1u%Op%0O{6*+x0Qli
z?UCwRcExwX>)JXBP(X!v)e#+^Q0AS#6SvcqC$RP$om=5_j<L2x^(*NwUyn8!N!P8&
z&Jp?-;MHfpZRMXmVRMsq(d5e{HXy-@pF#cDwc+JMJR16zk66rax=?$q|DA69dU>*L
z!md>#WoAr&_4M%8^wy$DZ{sb>Rx#z4^7crDNc&1?j3GE>I~=RA7q_9?xp{$IU3c{4
z!6n<O>=2+Z@+x9!)8#XsU_l|AKdynFAMS1CiC!Czte5Z*0lRXndUh$BvRAF%+!YCL
zM=jLU=ub<}4beMF8KvPXW6S=kK|}fB(gx3M!Migjtg(@-3G1xc?7@sG5X;bqg{oo+
z`PI}0{8wPdD(=E-R@{tBU)t?UmH9qI0_NuI6!eLyDUCWkwGWnitH3o|tR^8yQYpMK
zo281)Hn$VYOj%R@i*af{eM;r9Y~8o>j&C;7&Vjtt1qDKk()o)=u^jmK@TuW)Wl<E`
zN-2F_*GBHWZI{)Osnl<@Dz2v95lm@&X0Hm2WOrYeR#CSinQO>MCUeT=Yu0|Ed8d0A
zhA&=aBz$c^!C$CF^#DJzy!(dxKE47bCi}8np(3}!gX*GB!YWC}G?rJ!ty1hGjX=4k
zq|8R3tu3k1)*!dh^O@bRs;OT7nC$ojJqhjcEKseKdw3{}LHiFUc&_D?@|a1RRC)8p
z`eFECO!@@R@W3$#%jo<ZF5jC^yYfbjEpz&K2JcnZwAZSm;a+vo;P-vj6Hi;mtqUV2
z=XI)9JuJ<t8mX$7)7r|ZG}x~SvY5;IDD(lyR90qU_|?b~t<#9z8;4WhaZE@bwbCR&
zUuo9P#?u;pq58PaVK>JiDW{#P2bauZ=O}fzKP5JnvTrACbJNY;!or(TSKpvZJ2l}T
zR#40?Bwsn9E3fi`hCYi+#5-BaX%lr5ft{W)v4(y^cN*TRUpw2_(6Ft=N9X+K=KC0a
z`%g%6#eA|sd!L95`sR+cRqWmEy^mCnn&t!ze%K2yJ;+rkFAO(3ISS8|+XyRnz>)Ni
z^yKVC2%f`h>B56_#vj8+hKtd?H^;e?pU@);Gh{!6X|2u(P$E$;>%r??v>?@+?Xh(g
zYVnQA+urF?e<&*=#(NdIvkQcyoEK%r-=5+$AUd_Ty2q!MIY5?mjbpweNYqNPu&$Zi
zq>wghUUd9cpDC-IimqnEUXhYhGrw&~!;h2QS|ihigFJ?5cR6xgrfq+E0%N5WI)|^d
z*1_%g|4??1&zXebn!tkzCY;!q*fuA&ZRd?`V`AftZQHhO+qSWDc5AoJhqGH}|A4OQ
zFWvQY|E~MGcd#=lCCi&BSw8m6-U=jNL4KQSVTjn1%vID6(KKzRYLzHle;B3hgvPLN
zx_-Sidlbq(|DrT2cM{fca@S>Y^%RYlu$=)^@X5c<<lB1$tJIdY+$|sN91>r5|C9pw
zfx&yBVg5+^zV@HHcYWdh!23e*^^E;)X8q8EKtHv$ZJ`|AEB|=v?wRD7(6c}-?Ay&K
zZ6kc=ZeaC&_WPcX0m}kP1s!BZSQdVhc2SIdE6{ur9J_Mt(DUs962UX{ES-1Xb*|p3
ziZ$v|r9oiJy6cA34(R#@XOc1Jzf1Ez`lP-g>D!^V-p<NbU>Iq723)%oa$<E0$ypwo
zy;2uvDBlyF9%bGL`0X=u4^V1?Fm`4``wx-%UO(l;s#SGXD^%_0^!gW>zrN`SlxyGr
z3y=Q~t^V&w>wjhR|BG1veG1buv9c3#F#SVTR*wITtpCYZS^pX8fAUpURv7yK<E#I!
z{J#M!1JnN#SeaS=Gq5uK2Uq|911l2)CCvZ4^uGbDOdQN?4F4NgnHU&2|Ff`ebhs<y
z4tMfvs&r0m)%Vv-^uRGQfKM>MffN6lzaS*}V`lV&7!>TMu>=j6weH_$@u6_q^;=~6
z+JH>A(O~1@p(#VoWr>TIq4<QA=*t($uDDE~`m4_1DvjIr8R%f^y8Cgb;}(H!+F4mu
z)m2s1_0y|QIrd*9K`xdc%!S!5I!w{A>oU3(>y4&%TNY;?T!B!xrpt6Yoo>thn4CQf
z=-SS8G1rT)_2E&(UwdUcEzZMLf$K__m10O1?WSfmwmVi0r^C>foCv_#-z78ENbN|9
zz3vBCYrOXQr|$K3-}mjJO^=1qQ0grJGuLf@h1}%KkSDz$$>prB&A?_p*GIYC7rk9~
z+nDH!Oh2D~xo-|$el9+aG~dT<E4vRS!4KC&-B0*dbHm7ysF^*_@zcA)LAji-q#&NZ
znD|*mBHxd$)CB}Z;St~c*WImW{GWV_S6|<?NZ{+RC)kNGUMC8|`qce}CBK~W+G}7c
zg?Ue~O2)<ZPkw~wT<4h=gtS@C9wSBE<#b^J^Jwip=j}3L&Sr>9km2L;N}yGcVH3i5
z<f()#XUQHgJ@7x_riml_N)V%R-gofz{<ab1x<9CS{W_zi_^X;@vGBKThGgR&nk%sU
zMlXdDRpihNZ7sAZ|F;udXGnc$!UxD<4#);?aM@0p=0XJIZq;&r`b_2t=mU)h{Jk6U
zb^maf^i#ah0a7r4<^r0%u?4Di#~OCm{BW%CXX4*-*L=p7H@XJ~4`grfPwwcQpI#sY
zz0bSb$gr=m+Qv-`zQ(*(pzC1Xi+#M>H!iO;fxjMpM`O!VTL@j=RN)w$2WMRgtK}+S
zwtAm{aD`R{wi5_6=X2-yy5<cVyu(=O1;xFSS<&Y%&$gd5pFE%N&zLlXGTWg~^#WV)
zU3VT|Fu!Pgeq{G;4;9}=yfnWMe~87)hKq+j#NrueY{=k~ZWB5lXdT2z!#jq$hrrkU
ze!ADrz}b<tufB=7Jq|h=j2pD2)djO)n(_Qum~WK`%kt2RQ{iVHtH9gQ51C`izXtlr
z7mASEKXZ(u{~kGa4wW-qJcIj&|HkM6pDFSk?Gwf~@WUf5;@+OMs+YE=ayZ?N9luAd
zcjbDReJ}lX^TmfJFuSjMpWS@=cKF3epG6R}uV0HpoKHhSHG$79!60WL${4$8cyxNy
z^MF1w<d)H(D4-M|no4=(IDui1Zjxp46(wSY-C;!O3IERXUVSmW;&?%@3K4x=)T(8m
zwFA+WPH<ekD|ge4eiu}7BFdhR<(BOG#p@?*Y`_nCC3+yx5K$pY?jIm#NBf3YL7tq7
zC=Y2tYVsl#N-nVTZBZ5EMezCalbQ>>GTj~Yau9aInIoKS?~x(Rcc5EL=Ve(MyUHZ+
zgY^V<=A5z)<KO-2KIqtB8}BC{AnnBR<QeLU$bmj@!_;*FZs+!RZp7eP<iYRSU^ZKG
zLbkloFF~X6!KQ3MZ9dV(<q_5h)dr}>hzob)<!f3>7<TAKp55<xt~PL!nYpQ%`{S}q
zn>A=n6BL;KCkK+k@C-Bk$nS%6HLA8;TIU}3*qodcd05$mLi5fpJIQnwP}%2iPIZ2y
zn$-T@Pz+95|5lRXTvY6uLzb$dQdUtuv9N15_0_(1ncSVUY|r^v^>FQD<*rU#rZ8D5
z$3590B!{Z9V=aJRY&W&9E;neh-=1+2vgO^lE)dl@uEJ5qK+8+8fJbGOPqTK4$r^}S
zRHuv`3PvOUiR?U6zN&Kd7QBk?%6r*IldwF)&ahtFRG!O6Oir$#%n@<k)cOvHYj;`t
zC7+hVb;wxnwONtFGsG&b2eo;|rQzoBwvzGp%@ceL^!bmT+%nC4a?UgZq-pxbW4%lW
zT>%=})GmGXb(+fJq(MX1IcI}~{h9H&vbQ&wrYtl3{Jhv#tGj}MB|r_~VR+MSLWFx|
zweSHxZNGt#Cu?aIL%ee=r`><);mT>UY@_ii_cXKf59IIz%^6RM<5;bvkIgNQ=HgD8
z?)KqSY80Ra#rrXpoYt)Een*M6uKX~28Wk-oF|w4Ar<9!rt)Wd01F||pNm9~LGeDOf
zk*J8*p&8^BptG($lR)=OGg_Y0-V4LhSqYZbOYd(`5o}=WQCx`T6xzx&dYSfx0*2gv
z?E5{<>Mh0UmGwX_9Fd4r#ekBbM>h=#R`0`q2%3u!3dvip8a*Bk^E}zqCPun!MGc2_
zb`lVQOdY^*z{#2D(>yg=LV#deyyQ|Cty99kj~XB7KR|O@2#}@EuC>Vl6eUe-w{|SU
zN4~M-xeakqdsKg5k)*d8m<`f2ebN_0DIE(iU~7|W(Al=-kFT?PTmGw<ds7D!pNAG?
z<J~-QVU>NBeV(M1eQei>_k1(9Jby3~y1t{Hq~-Iq9J1Q49jI8~{%fEOkWvC?vaC8c
zWD@^3$$<rzsJYy#wQO@$CVvuaHvED}2cCrN+iGX9d%gE4smA}Ap3i!q`{3In`SHVE
zUw{PlN4ozC+QGEGjF~5G+wqt)JyC<QX)I{8q6zvKAbE@@ahetgQM2Zo<7%K{w+heE
zsysxIo}opB@}teIbRx$}v|iaXSGz{}D0ibl8GWXkG4QdUJD5Be5gwrh@{R0GdtFo%
zF&gn2GtI6NYn7SF-p*;J@oVQ~B>J{%Ha9S+Y7qszDqg*!0NTZ5uqsWbU0d?Jv+B0D
zGjRVM5-R-L-au*FZTl*Y7d)mt_&J~|1M?aOb7Pa;2WV;h{_XYrDb&9ntlj>O(Dnwk
zTf`mwEDIMcbRGQM(gYtZ_aM;a=-}mc-E-3vwj0Om8KG8Prm?9_pzgEs?ep?&zYRhI
z2QG~%iV}+e`hX3>!2;4_0~QZ!4W6e6%~;id9iWM!3GVDkDD&r&LVH*695@HvfEiLQ
zn!73BXF}J2y*Bd>^y7@|?J_G>hP0axvY4S;(avsr);%=)bteE}GrNWQ-7IGna6ALJ
zRGos$sTSI-ap1jt{Oe!?qIspdrUT(jtncxi{ou{N0N2j}Cy=^zNqF!%25cziPArzC
z_>_s-{1;`8#Hq|RO5xi2`NvJ$oI7VDDw^$bRM)M05d_&ne;cj=`XibBTse#BC$Y%+
z_jA*??bO$|XCxZlQ}@@A_{~DiG^ZF$78b4ZR%bhE_?A*2%Q&}l&VoihanJx%j6K-Y
zqkr=O3E!TA!*nUu8qM(n$fWl4gfjO#Kvihg-C`f%829UDVUX1>(V2=7M5D-R^U%&_
zm706{Asg#o+#utepWVYI_!VKa=Ne?5I}E(r(IR{P5$p>yh;TF(^MmEzZ<Mo-e%vbe
zvIULZGR8e@C+s;5ag5)!;sKu*itvHa``D`?h0EI2qt(tGY>#V$%WlbvDc+YKmKo=)
zkz2`I*KXe*?-<+1M>Q%-_^{m9K~C%iPuSp9f4P<WKB-Q7dikJFD;%6K)yB$e&ujN%
zCiz^RY9nIoPZ&>YXN>NQ@M0eMhVl#hC^CuxA{fdKeV`@xICf4?!Sn3DoD!UrPRJlP
zo%V|A*%=jOxcqkaW1-Umcts&Wwq?Zy#O=i|W19rA{hcu5Lyt{{F?3y$@-c2tF{ZoR
zz6K-c>rMt|BK{_gG~b52$jCFvcHFOiDIVYK_|<zMq-ULVg&Yk5epkQj=^*4xxUYI(
zY#ddI^-YPjm1p#C8UO~>pU3S)iOUJ;yNlO%D^iGC>&$1)adB@r#}Rw*s6_$Tr<GO?
zpz>XL*;mSDqG`VyhXJw^6H^&koZS77Q;}2BlepOifVSNa+#}h`v0(1?!@euf<Hp!A
zm0+8Gy19l3K6K~()vNhUK>M_--o+8ZRaHP)=G@dhtL6vWuNP}Vh5+6nTkzzQoz1PJ
z@tj%NHF-q|Y>8vVRu($EYt#TRB)9JRjUK4i$`6AtoDWW)IE(-<Zp5nojL<B5qWGf&
zXjC~)jkHl4Kx@KJrk(NLAbTc3d@}mj80Zje903k#Q3V^whVEx&N6fm-QY#AJrMStu
zQYtZURVkGgn5vk{2sBqpB?I1;Mgo@wzHDP<h2Gc-ss%iL%)u4V3${Vc9TRRsoXUzX
z3vz*&!_83?=)?y9eiS+jUMSpf1)M#BmsYR?3ybUiy|pAvf|ZM8O|+?ujM)#4e`f|h
z&=p`1dSlGx$0D$YL{a6RxkX{~gXte~_=v9#1HI*wg7&|OaKAh3KKOQDqWW$rcVF0c
zUsQKr$a;y7!s!^bCQ$JV)67t4^CS|5J4?_O^C<3!sF9I)G&i_BJ#Z{8T_=4yrr>q7
z+TD{Jm-jT3s4aB#(t`n$($wZUYTQ~#W)M^^Q%O*o02RDV9dgDlTF}P&gOa_r9_snB
zbY@c-=bd4F9-n&vvzgDw(KH!yQ;+Xwq4yg|vkR^lg4<OY;Kwm{fMYv|bLDx?8Am18
zSG1jWsbqgK<jfz-?aEG#lkSaQ-|UF5(=yn>%Zq*WZL;AdYzoT>W7$O5tPgGM#N-N=
z38LjdwUP;mcDj9c^xfe&NWTtrFFrgHkFt`YlHe>b|J>q-1w3sopo@-)?9lzoZJ`pf
zGL8Yy?A9L;87iGWD3ThSJq?l1vOmDIo@_MEb`J)Cci$h_p5$a?Kr08sYm$Z#t80=@
z4Uo&h23gAepDg1naFa-${WBF_)Gt~)VlWLv)}=(tI*9pfjB(iQ33t*$^ef51S_a2e
z-w!CIpv07RQwmb#gw0m^-{3#L{eLRfe?!@ShqxnT3sSV)_&<P#4;$zqQ!yT4-aABc
z(!31}W_$@B&1}a-@WR8q<U+7=4w&TPw#1~S&_Zj#p$lW)(=WbfPxfH-9vs3xVQvin
z5a<4D?V`H_!CR|YSG#H2%vrnh=pHt$h0X{R8_zFLGnzqNYHMc?h7D$aGdy$ZbXK~2
zG0?Ix0=(MMCIfe84%CvjUM|F#i2=Tz&NLO0%OR5MG5Ss?TA5<C$5qyz=}5XCs{!cz
z{hV<qm2pNRv9!5XLT#NrJ_}zM+|+Be-rbU8qLF9GBMc@SHYu!r<wRK8!Lk2N@US7p
z@Bnx!AqGxJ@8qN5`0-CbUPHp+VhfF8q_?gfXGcJosP3Prz9U*E&GU$+14yYnwPg!(
zT1%YZ7)?hD_Js>-Yeo8z)uXYt)1+Sh4X1A?-%aBTnxBmX+AVG;>%1ti*PGqfe+JSK
z_FH{+1-ww+Xe7llw+F-@ORTc`n|U3vZ{MwRV(rtdcx=*Zk&JN~Wmcotr`9>varp>w
z#Nbn0^mIKyvt01Gx<EF?1cpt9JCNFJb<f)6PI)5T-5XfoI+yn!)ywg0>eS!hECSau
z2-JDk80&9x5{~=SUYRRZsi!4X9cNCmE;QY>FdiRO_jQqbw?$MJXfWz=ktX1fA9+Qq
zLQVzr7@tZeM~JL``7RoqHb!a|(U8;BqwCf=sfUtsAn+JO4$9xm9l~N1z%u6Zn&x#<
zHzu!-_sdSSJ9_IjgJ}E`<9f8tKBc!FBVE*OCNFqOpR0yP{@^*n%(FPggfx;#ihDZg
z*`v2-_5d}P-<qGur(#7!7hNL0(bfrl4Q<Qfs+>iIjV3)-@aiH_#+T^i;TiJGA=}Zb
zW!kCM)l%2OgBxQdB%X};o|3jVzX|4Jp<6c5{%%6T;e3AN9smd&o_V?czLC=esYS@4
zbb?9~D4sb#S>9o?6u@!K*$<V!Zu+UHEc&ANi*$RxZa0MPqODwey<oFsv&y8g_rUAU
z!NE!jxyioJa@73={9kC)1I~Ab8>~+uD!1MRM_h_g8MGdYRLh*h;*L=%IC5)krYhW;
z-1e;H_H9wEQxWKk$YzSaHRHrlxpT8C6Ee=Y+MRFo=FW-P@-syDooLFp;Pp1)9l(Fp
zW|UX_y&H5*lcBp2bf4vqzZC=R9>JUot?5ZMY?av`Vw{-{OWyKhsi^RDjL7dh%fQht
z`WY!$P#{5oy_{GaV{Wv~kxR8WB5C$FWNRy~lx~g)=Gp6u2^F_HXOCU@N5w#o+mVA_
zK}Iz1p<ocb(!>aeNCkQs){b-K!DJA{(sAWYiT}*sSiLpjgdBPlwI^#;Ef$2#Kgu2T
zU9l=cHVZ#B^Cz_{S2H43w>RTIZz2_x@7t`{I+{X;hw9{Pt{fIId9VfYmusk)4^xR|
zl*M+v)$+2(NRMHrUPpz#9J?G}Cxp5}?g*&#D_)nt%Ci~ECoJlNXG@gDKKLTGuN^tO
zu!-RypQUTdR;Hl`w})_%K_rPjjwth3`><MBLzG@w`BbZs=Ykw^C03{+p+kb8AQXPp
zl_?y^O|4i(4j8IHJ*xXAUtm3E++;k}*vn-fJ2vdRRwf>f!I+F{SgFR|jd;ze!(1RM
ziLM9(&%8eRLhcE9=OAWeYj=>UIP5AP6eXZZ6WqMKco6@NK;h=YwUyHBsbGfKjMY%n
zK;+B3!nyqn-o}p}vd0Y0Y%&PGem%JCV%2P?bleQPZ^k2tzP?}SR87JV5qcgSo&J7V
zAwS1<_4!(ZQ!9K^^(-NbQgReN(CE7-1XgT!enwmy@ig7LnJ6q3{i4Qn7U9SI+<mxu
z_U&wY1(AbRYQZyNB{!`ErOLS*)MJkEZ%_$5e~s_RuWhQm6^E!(R?g8}&_?=heL5x$
zv1+QA$vw)(Kr{JGCk2?3st8>)M^J4+6dx@F)J0|}?LRCs*?0A+?pEptknYZji{!^*
zm|*6TWw~la+i88oWr$5hsG|Z%X(o5cP5O6FE@$Tz$nf#}!B8L`S+f5kWo1KclBo3R
z;~3N=FibGq)D#QZ{s;mxS@gQgoAkooC!cCaf}m6Qg$wvdxtHtIXkDWBB80<3Vh3+R
zrA0O0LuQ;u1Yj3+WGlL~{-Ib=?9;CzlWv_Br$nPY>^s;soakvmwp8+l_`Rsjp$GG;
z4|XvL3?g{FF<2n8%1JDUy?}_M{!uUO-SeLDs^gv!kPDw)*UCcfyDZ}><Mq25?eB;=
z0|%D0%{$(V-vu@8Sh-qy2kw#IUWaClIZIOqV}|{rv#ZzLY(D$Wlg{-Qtsn?*?(U$Y
zbinu@2`52Wz=!(g+=9AV{*pz^LW8D-g{CD{`M+biuJI*bKLG9-8#C~CJJ7F4H2r2s
z$x>q*_lv!i<0089Q+0D}VZm+YXfmv>l}XVBLy|jFbZ)Lm5<i*zq7>rkSa~FHKZ{T$
zGI5(yLVqRjNl_$UJ0*s)k<rsF?EF!2QHow=HcrgQ&0U@nM~MxpMBo-uol8_cQV&bz
zD?Gdw{9G*|(GGJ*FbFayQc+O|2Uz?UT+%Mfi)T$9+wm?$na1=&<QzwGLhF-SGo#7R
zYg4W6s$|Vd9_<iQ`V#BaYYk?q$<c9=S*eyUUts*y52_X$nfRxuz#gJ4%?k23%MCKI
zLrSN>;IEpzxjwZE)2-C2Q;CtNa@&hF>>)1aI28b}qil|ax<5QihP}FTe_fY*nvo1>
zMv3(la_7K50fZjPm=b9C;_|m>@*jkqP|;?KpN*K#1x8>T!g*?5;NvHRwguQ}B9m2&
zn2Rgd6%N)N*@f`z*>P1(UmAw2nkN~22RJxBE0r?o`7(G&B?>#s78?`l(Sc>vZj+*}
zMtF$?inyXrqG!?}2S^TC(e{Z{ix!HS2M&n4wi@Q9;Npbx;=CJNRHn?};6%v`Mi0vl
zwAfO3(2G~<+%a9yga3|NP?R6XfR((LFvnNcl%Vh%9s==%NRrPFz^w&Qu9HtQ2r^Yp
zqzFnj`<ZShGK^$lTcQIBF?Gk~Tii-t<DlbMG{W#4t#Vbul`&Ei&edrI6jjeglcax2
zsS8W0Ph+-p%r9r3=;-#5IVg?Z)Nbl6FklsUY`d7^)#Fa$PhoFd`B)Uv^HC?!5KR}b
ztvOIJCViRmpUk>T!?i>=<?A|>TgT~=ZwVl}934coqu&3cnHX$XC;3T1EFQClYUcoB
z%|MMQGG|Z#UadXsRnXsde8ZMV=gpIZo82uO2Qx@@L|Tz&W^-TcH*VaKQ?rz=tJo4y
z{u5QX3hr<IfqAty4#ntnB7JwdAai9X%@@+|s`LnO_0^cLjhV)CnRi<krjiP&MV0;v
zi!J^Z*GSt+ye^And>azJIc$RQ1`Vd)rONCL(f{yGOtgX<xkSL?#7rL>n@tOgY?eD@
z+sncckaw=7|H4Mh@1qorrb;5|fI^A`D-y9d<Te=B5ch#(YV#u|@}U@T1V}Pr1Gt#r
zk9;T=#bRw^x02r39W0KtBOzFszoZX$Zr>tb<J!btifLX$xT*jfefHlj&r=`ut}chG
zd^QlJ!NUn5mu{FQ=g>IBWDKy)ewgdF{pw($*GVh(;B;Tb)KY{O3!eugI#`i?WG^`~
zp2Mgd*u6UePQtaf?8U82DytN9BrN=U1Y*zO_33xe%)sH3LH<n%l^LX%w8UFv&T+>k
zi!i9*`qc-L96reJ7+^$NK3qMBM=41++tyY#n*v(FIg0|`m&RU2t3=hT46%}{9^U)|
z*PMVd`Fjm#yI|DU3??M78MZ@?uufKLL1SlpWd`AMTrNrKm2uiaX&BwUi?r523!SK$
z%A-z)B08mC+C=C-9PQqlk&ntWX_UXU2GIl9AH-Z};IiJY$atx1xq!jP3n`$~0i2!D
z!yv`dR7#d^_uCKwtyY_TA42hCV~(0YkV_7(z-d@xzhkdfJ@(JBf=eH}1luSjFn%T@
zdw<>{!eP~g5ZN&(QVBN91H|!fZP_t$o%EX`83cS%Oo#5s!ynTvD0;e|fs3|PrmEz)
z;(Zvsm{Rcu<Ka47fpjIrZLP8!t*{#Gny%{4TGN{Jn(oQ0#=uIvC0%Nax~wMTa%U|c
zO9v_THuiUQ3WAWkLoYCQJ{1}aI&IaN;yfe6QNkO+$Ua5X3@B3O?8s?q!ZW5t?!>S^
zePfCZ5L$6jmFVEItFUZ-$)T-36iOF$!wLyO+Z5kKm9hv6IZeRJcLsW-7IIKg3g_t5
z>m`B}I!*4P(U$pEyIe1dH>yrMB7^w9cCS43rksx*I&Rl+bt8Vp+y-OwZ{g5=zkXuD
z7pAwdH|Pgo(R}!5WjYEm6o2;8POmUP-p3hlJJh8p-IMTMUtLYZhieE`9)`91_9Kbr
zAG$3WG#&Y_>Q^fv8r;5D7g%C-<f!<%M))e_GmcxSln1V^LZ$P2wkp_3os;E3K($dr
zw3Agk_g}NA29C+m`1E9fZnxs%#p8vdVZmn~-Z8AQWlc{tnIoG-(#BOYP5R4FHm>{`
z-@l;2Xt=K-OO_(TGfu=UzU@Kzkr2a?u-Gs<km3>)eob5Sr--AZ<g?b8LmUYW+Wyb1
z{hv_OnY=Jan52R*5AFc`46uaC#CSh>KM#?93}z6cusx0%y#>S09?Oqy-lj6A`&rsU
z_K){1eKFPXC7Wb)H;ng5#kB(|J-3rqBb;+vPy6k*cTrtKJ>7cMG5wJPXVK#;&uwgP
z$6faKT1}HEc-9)Pv>Rbo>LaMO>(`x;1z7scSc9^Hw~eM3q-UY2@H{g-k7v#Xo7+95
zp@)^W)<Hdf6N#9?laiIo(^}zO+8{YpzJyQhUFx7}mM$HNJz>g{aX??Ku+MM0zkBTc
zd5JY9{Bjv1kZJR3vo9|Dw%FfmBV{--Z1F>X14rmu;x6h|^#N@CvgCtzJD_qJ6_Rwv
zU?{dD{T8pFsUz)H?o~XTwk$Csu`-95quklUhm*U<SsLq6(W%k5)4RT6=Y=u!AgYBV
z;&g+7d-uxP1+OoKBr2JsAaFh)5M#+ajShO8;52e*_$3o}HQqnrKy!#dibv3Z!=QF!
zN;M1rx=adg)Fi1uOb>u8t;{8maTn__(gRf%W8>6kr{j^*YIt6j9j8~UI9HxG!k218
zX-qn}-3-Fey4ss;FP-h4w5f+%80dVht`rmZJkY{fB74GOukU&*Yi_(Y6zoM>Dv;D6
zB3Vd6tPtdS-S&6=<ZK*`U=a{;`}xr?TimKv93K6Ec)6x^cgD>!W*L?*2LW!#4&Bxl
zPZzvmu>?Q!%)FYj&$NNHXKpq*YrgK+JyVzaBbH<g&rYMlpE5+?W=~Gozr!Rfo`!-^
zh#L&0t+tvy5V}d<xt?3sgf1OCZMoOC_|$9Y*_RL3=r6cbfw&h-+fi3Z5Ij`+yPSqX
z?*&qnXoV*wb2}f6v4x~)j@fm37)Qr4l*);JP1Vb&ey)xK<4nc`Y74;FU2=rYk?0DA
zLFJ4_-wN13>TN7C>;A-I!s@Rm4zBr!EA`Z*?rkV@`y=WX<_=D&C&@F>7euO)HeKGF
zDtnNf$41Sb!VjjtrD@fogfM}T@t#nl#W_*Ql2`@PwVyS${nXJK`8nb@UFK$BtI*_M
zf6~BHY*4#YGAG`u8MqH<JXO(jZi*fhZir4a4nLdXUb3ptwiaK;jC$+qjC_0hxN!P;
zMTz{URGs$ctDJcx;nLKfPAN-_8eO0zMWt>_$~CCy+{)i0XC43|9WGQkYCS^_eqNI0
zj0>%ok}a!61((DOlPE9zKn_Ugwf6<l%bSFT2r_9H%xsc){(ut)N^0zQ5W-$~%uw;3
z^il1c5yYnX@C;*^>+SEXxR?EppIN7eVy~1p2`_Gs@$L#EDat2Lj3tcNYKn$dT}*nM
zGU2`A|MKua>SmgJC2%&a*F%bu&7{H>nt*A%npJ+iP>q?)ANLip&!kbI%SMY&<YA;O
zi)H(Ze~rS(`ZX>}7#KGFo!sACO_Re*#`$o!9BWD|iwO-SBiPTJO*2P|?>h>P-J;Uw
z(<H0(O44<bc{MYCTQJO?D}x0547S(Mc73%af!wcyd>q9VR9<EQknjwKfpHOeAlf%J
zH_J5=*z(U#K^)!SILKNz-={QqIHya&NDP3ea+7S*WyZ=%@#KkibXuDmM-~eFgd}HW
zyYC&}C5*~ed~&1;R>CU03yq<S>3jJBI_x=~^a$(6+>ZRcR|$rPD+LpwF$reuA^6%s
z;}EebuU&f7!V==zxS0y^ubry&C{v?+qeq`j&Dq4XR?9beUWg6d@(&J$Q5osh1h?%v
z#xoZ>Uoo{(Z3d|#O*W?QP1$Dmz`L$f$|AB`AEW|oXefgV9`&h8bgq+<c^5aap0YdZ
zUY~7t8m8M>F#B3vr49cf_2*vpD^#xzZ*a`GHGR2HfzRVixmtInht}s+uAVk6*Fv;V
zbUDh|LGD$#`zZ0D2|9P+Tqp}wl*Im=uDM`ZWb_s0CcnpYORl}sxpjSWW>-|FsMGNg
zM`l**pgCthGv}@#yA*pu`gJE62M?otAi3GCTfh`}LV{EH%&~o6u9E9cnx)MzXLN-H
z8LJFbXQ+&Rd>e0%8YYFVT4SSs!^)9aHsb1~OOoWH!Wf0s9-n6eZO-StTzL7%F<U7d
zg5_G#;k`q<1-a|1GHuseOFH&ekF`T#qqyYML@^h?^T@YR?i<|Nc!aXRv)*~~hKbpq
z*zj#TRz}96v~Y&8yJy|1ZoP=Np`XOqLPd$WTqZ&B=IOG~!Z4-Rr0D&!T{$_EWCgJP
znL*f?!d*OLQw3-_329&;>@95a5t{n1?mwWPNS}@L0$J!B4wV5H|B8*h<FjIQJx)oL
zwJZL3@$fw%`q{Eo4yX}rjk85M5V55v#p;Z0s!dT&h=R83)T9X1uO(%G+O<^qy)QtR
zbU_2{w*Fv(7X@4rkBH^hhf~2*s~swEm$+6%S&A$Xme45P2U_%&ATvv{nJ$I6jg}pK
za2VY!v1a7N8@hN)TQ5nSqAfQD{oJRL{Og1}L^Sl4aq=4!LrvC^zlwSWnkWG!0#J%6
zz!D69;AjFbLf1LQ*L2h0QnGZqdL!Q@wu7!aYCUD!sHGA)QhtZ;4gPH8o!PI?5}JX~
z06T7Hv6wX8O#6YBzMbeK`dx|kN`3)m5E_iqAljG8v>q<>Oyjj%c&=(<CSxkA>`%zJ
z!(Q^3F?*5up)fUH?PH(mIX6x}f$Q#MrPPJDuX2zY*OMxTuDjjF&mM9E=|6A50U21p
zfv$J#(|dcO8F_G~C(*4TB>&lP>oTwWsXY8>`PzKOU-7NPJ5SWGAh*mM?eW3Pe8sTu
zQBSDdUbR(cqw{IIyz6YrgQ-xnpfs2z?B`IfEIorxV|Bo0s93!QT#=ANcp`Z_k+{q;
zV_aUYy=6Iu2QJ8$?{#_3|BW(dPgJx<kKf0;)s=q*>>uxU{DAtq<VE~tRI<BAAXBBq
z-+H(e#f~dH?1InD8%Ewss28eJbgR0veOn6)qFo5vQz}YIn7+69LJA?L5CPK0kfhx5
zw3a;cf_Y<%oZ?7h{zPj}ctZ#(%ea1VnDgZY<De)l3gbX2PhE(F<}B_^xZ;8HC|?2y
zQ)1?9sMH_rDJ^OB#!AFu;HVDQ%3sN4B3onu=by<aRY?87SNNQ_a)0TH**Mg<f>u|{
zv}hdFA_)^7u`{k3r@W$W#tu`CJ3^Z4`E|>K<J67LWCI6)ZSTgvh&JKIZ1mH3Uc&e9
zkJlu&ZnxHN)HNB1*5?_oSY-HX=2rh~@f7kquJ?)vc*LHylo><+vDz%yrc$wnO!1<z
zgrRoDc>1uTedi%Tf9AeK$q*pwWK7fH6!HyRz8YWcKl-j1sH^1BYB_qnnQF6gyy~Xm
zslAcumQzl38yZK7>nG8o2C+TEv8no+Q^<JT)K1_Nl54ET__akf<=2#>mL;?{cwdM0
z=P`Y%nU{o@m)d}7@t!u!bd2G#_OG<FQRhk~VYtn~_g;S<;yW@GhgT9gXZ$KUv;2;X
zf9qzKgGmcfF(*K6ij`CDz>c$h3EQSfVHyFP%?pY@m@6*ZIL9#Fo@%4hJetE;>uxKl
zT>(&{bd_;wJndqr1`s1ZmCl8RAtr%HNiQK6_J1Y)b0o!e6TeqYMTSZWeniS!n8SHi
zIVT<)GxQ3yAZ04zkcG5T18G^zNK;Z^<0@=G?YJq#3?zf>SQEEUteF`&Y(m4dl95{?
z#rN>J!I&1qj+mgKK7ntIdzxmeu5#Iq^Nqp_6gYIwNMS=d6wX>qZ4APZG7VY$?G-2m
z;wv?|cE>kdn~a5CZ^3uFNsFjcV|xAo)^E8U?b@)Zl7hg3U2m-XVcBAstBu$AcMc*X
zn!zG4T<IsAeL=bM8<<KHt1Us-*XeQ8<Pk2l8Sh!(E5`TKq2J)8F!xON7?w@-^O{{M
zDK6c8QqU$EHRf}$Fip~IIPzs;O=V*knPiXZY&Hc##O3rpy8_D0@*)*B3jf()XBeE~
zQPtT~QIJ+&*p1zb{)_aBwmS6mE{;ihZ_H=dRp#ck3-f0C-V{d00R*|r)GlnDO3<0z
z=H_|4%4U&~WlWH=y6Qi_$3iX&#VWX^%4gE}LyU+)H&D(eGUJYt`5LK{+N@v|E{F&c
zb2y7SLys7Eb4=+3`3m)On(T?XmW%-03Eit>aU`%eSAgOR#yOA!%|EX<G?73iA1NuE
zdy*>(nhW13!?k;$gjYMR5C!%)YwguAn$z`gcaeJO(a38&V`^*Rz11q)Qiv>2C68W%
z(A13WIJHsCR@GS(y6d;laz|lPJx}cYOjabw_^wrcPod=;0nNiT|J`%(aKCD!=u8R2
z@B-fg`!ZmG6|u`v-=s@o@}5dCnlIqdhkB^W8dfgNanhw-)A|4!-mS(0t(5@B8Hlp@
zSgzK<7&l>CX$~%-TkjUlIpHo3?{S{EYF4mvoMx6vicMReyeo_qjXh~%^=Ny#5S`D}
z{!(!r5cA>{ZG>I1sx`Tx9vSh>rL16-nhJluD(F@E>;1WPQx+Kdjj(*tj=>w8B{Bh>
zNrA9V^Zuy*O)F&Lc?b&xP_2$h0$#L6mJH7SnTqU6ODz2Q(T&mc76P38)F?-wQQ{g4
zHfOfg<wYBrKxw)tmOh+5!)Ec(dHhYX!;^HWIS*Ghi;HpC2M6ozk*v%u6<9gPs(M%;
zjSzwfzMICBx2~L|85*$1IF!afxnu0{m3QAYDe3EAz-fP^nSjGVCL-d5(G39`7;NTZ
z)!p@Zw4`pedpqLMeUCA1t%qjft5_~OK$3);p0*~B5_P4?&eOSDW@`)2p-mQLzkQZN
zaU!ku{J5yA)!I~bRT|K?gl1{uJ!_LUr{4ZzS(HdA&{%@vc=zzk`y#u}>vBiD`CPfJ
z_n0sHG@1mcoUSmuvTg0Ym*95nzVdnJ{cQ@gRv8CKraWtIX+6r~+&ivwKRusqnVagB
zzT1z-sCBLlb>)4=y$-7$@m{VUxmLmnF0Qpb73HvBkpeo7I|j~aZLpaNxaR{;Czc-K
z9x&!o`%eLL81q;{T(WZ2CHSbUmyRT2PuQ%h;DdrT-$>t`K6}sL`|*!!sp9j&52+!<
z$3z3a;)qF@LVRh<yPC19ulTKclXhM{F#YDo^#_5g{9LmIKT7vt!V*SNOB0l<{5zb6
z!oK1kLWXYDbz%66emsmhoyVi;rX@*c%E<Il$u{rxD5X(*@W!lJ4u02C9A#7P&1Y<}
z_|^{>VMCZ&(NucvMPItiDX+@|0Y_1wA(I98?nGVoop2!VB<of#Zp;lEeb+yVuCfHx
zG`i~T1{LsZZ-Os_1;uo<swA747VJDs{-p17cW|b)55{Gdq9{iL+B2;On}`wRRtjmn
zqX+kZDH;87k$Vk3tt~wmwI-m0ju_keUDK>N6c&Q~Nw8bxeZegulzN<m*EJW-9VV~9
z!)bI`KY!Gj*a&ykKZoF)*wti#X;XhRJuXb5@6UPgbuQu7E^T#Z8x3s+$EjD)KG&I_
zOmIhA*!Qi5La@AsWVSdvR1xr>r{5$(x|jLSvhU^t@4q5^kX}i<#|iGnzYdkC(C+q2
z_*)vH_n1cTTe4M_{c03o0+ji5cBpBeq*QLC{M;cNbR7z&iwB3}qsOK0!HyDRfom0_
z;h&d><46V~`~NymQ_Bj);hUIlbjS1f=n?2=RbrG>+0-_?8})Zi!h>XWq~;iA6y_|a
zmye&OZO*e4xP>&reWwj4QtECNpLstXWI9>-fNSat17E>P=@Wc3_OP}#o2_x<4s~pS
z<MEMJ)+?6;DJK=z1J0kW)jq@B`Q!N-I**T$J=@$}cLU(XnWoE#KFNBSNI5CR*0<h6
zgMZ}_-Zqr#aMF)!C@kk78^DUn4WRReTaSAp;lpXZU{?S#C|iGB^>=VaHxpYa9X*e<
zQmu|~?MDmi7JfelWWQmZ;-6NKP|)!`eu$B(as>%XBn~3Pby65=@DTbCGVPJK&JB;&
z-nx@MRE;2n2hv38NDl2K)6WP@DG@@en3a}lKy=gKP>fwE427*<tuwwkZ68Fq;#*SQ
z9RDr9E4xDmX2!%c;dwQg>RcYAa}VjRqL0xyy_R=s&<Y_=X3!P3mDt?s9I0vZQVBht
z;5Y=y)fEm8{GP1mN{r~U<4YS~P%T6>;Z4sk#lwBVf53m-I`&?F$GO()2sjzkm03Kh
zxpAN~=|Dq!xb(RK3}l)K4NAXV)stDZl~Q(5%I<w8esX<GV10Ayiw^C$z6E}@_)dIV
z@?U=!{AL9i9Up~FrU(7?;&+!-z@8>Uxs_k`1Cl(;0Xsf65K;gX+agLHQ>|!%d9@-^
zBWDA(Ny%EUxM*CF(YAx9QUYqaLi!KIQ9v}VJCrehw;V%k{%4`zDrRG$Zgy}cr)$fE
z=yV`^6aQKxQA+1<!U$g-Wq;4n#zO1!z;czIb7)5@>#MHZihz2QX8CmQ<2eQbeZyy&
zgh}rJNhnzM=(9uc8lGb(4ng?AQt8EO+qmmOrw>!>)xt9Ww=^H#d($8y79xsBPziD;
zofvk-3+-k48@n|e8O^`WsFGqc=vpSvG!tzrXc)NhqIa4R3M`$WSOqo*(Xo`z>ysKA
zc?b(_rP@_7f=P7yGI3vnuEM@K<5ja&n_ZeDpo4*!f$gr@?y4XHMwgm+fuNcJbo6SU
z(z*&t8KUxcuA#~&h1OV7J$Kz|#H#ufUz)cbTf(QrB9pgSEX<2io|GAC9)-3?rC~eT
zqp$xE_K8PYEy<DM%P7@MiVmxriWF!W={jyF@*j|#q~!3XA`0Rg>9xL*GeeM2x5-Pj
z!L#yocWsu<#Py|x8gC}@*u!e7velG|3$yNz1pU)PFCe9_&a1FdqBvZ7r9!!sYL+xp
zByBg7-Y+8@+Omp1-_}OEwn`dy<Eataw#qp&q%AAECMdSWfQx53Iwr;{WNTr)c%3-$
zprXI@9(4h}@ej&304;mV^R?dh^Xv-p$Ccc_4cQKdqz<L+N=J&_8yg!z>O3&m{+AA3
z;MNQ(>84=2c2`&7@cEz{NGI@-kW*0Vs3*|4hz$OJmWvK4PDr_I5wmVcxpGkNL8keG
z;6#HCQO2X~k$F-WHH+@;Per+|A)!@jlO%s>rc&!C;h~-FLDud((MDOP{^%1({^4V>
zg+8z|FDV>mrbHVl_DzLEwz=C$Cfw7=Vp%syduS?3pjm&GfNS-Ot*Bh1k25a`M4=u}
zHq(!>7)=_d3`Q)i3ElKPbF0r8yS}i4J8JfZEo!Q_>_SuaQ+}$?aKduFRGG+VQ9qa=
zFX4B*NP`8G-BJQkXpE|Hr$_k^?W;?{;wJ8sTgFnxgqI^iKdTKtDKX?Jou092Dzt?t
z&J2TQB0F!}Z5S<owJD#T_w*2bGxNuh(dYbnG<;14cE11Dag6eY)~z~(lEQC{Z2N3S
zlxL0WKc>@{elAmm%$KN_n8yp%CB9W(jc?T!bOpNgt16MxU~8HEh$FSm=}~>rRi8TB
z7lv(Y<H26-z91rkXVFQysc&zY8|KRz81}6mPx(~ZD$a}4crD;g>zsci9ba@fFQvy@
z(dQg?OnCXg?bHc4XL@%XagR=Lv+81zNkr|{hmWKJjl#w9^@$GYAzUfxq6g!pBEaY)
z3y*YwjXg$$suEM_0Zo5Ke0Nq*yP|Y+sT(VsNC`Uz$TpambdmWW2kM+g5$-3Dxnv>4
z6kQ<B8(GWm;hS(i+9uk&?_1ko)Ohq_X@+nbT>_UVOmwS{AN(iv)W-o&6{Gi7gJqpc
zte#Wb_Iu~Fc*}>Jd0K+$Pxvb}jr_&$OV-=hE<lV{DuQR-#;$(>U5cM3oFwhrc}!0{
zcd5q{XCF?%%w;qJ5)KJbGBVH3JBICp7L;hKXhtfQ#q3RwsIO!u%%$sIHFrn(%^N=d
z4yV?Ua-!O|V3pyEtZEIc^Yp(lzQ;bIBK$($D>A+}%G4b7tWB~;yz?GgwToQcEK)i)
zL)8!lJ&1O5=dwcA7>qs88$LGn+*jw0E^Gya);-=(gtR=~7HI?Vb1e|MX)VtHeeDEv
zJ;yM1y|`70pW4&1$8T8X&(WJoxCr)4%e{{d`5X3EJg#vlNaXgvOSq=&Hyqs%vE%t<
zWn7gh?O}3ARZ_>RtSX4Qa7*R)v?x-ggT%(MU=orh(vVGQ3)L}bw45{?AV|dph}Fgd
z!a<&@21-ZWR%m5F_7krqh4f^x4;9hpDc^qYWwMwvIOD3cHRuRm&s@bM`Pq)gyQv!M
zO)grCz?Co~M{wTa6h$M?4xM(YX!be$Z9HvW6c*y-C8I6c^^xW)uVvIu%DpUKE~n*~
zEJK>JB(L=?=)4vbG?F|1fwya4MSXwOAM-V0Y$<V{3|EP}iNEgBxT#PwUzW)u)$`1B
z>(MxLd#;jTIkxAr|7Im+Zxmr6Xu|^C8Y$U7+XZ$fCBihbw|$G)VpSku@1*(Eo%k7e
zN1(#I_ItTq|A(G3R>h?%viC|jysFob$JAS#^X!;r(3~*i;syj~7|)0tT8WC|3Q;;B
zb$&wQh{rK*7t<@4e;6gp$4%MbkL+7Xd`j=-kI!0W$D_!nj3hJHWL#lJ3612zvD#=%
zoxDNGTKNm%$gn|+18Qb%eVByhf{MKl%<vdmBrZNSJ_IxF&$*O9qLf;>YAM4cwFj!6
zRSVOXL(I4MKQOI)*FZv#1#xiHW}wF%71iBc-?=^fvHA22jAjy@pWVnSdhmUvc5-ez
zHFv_iooUl{AsccQYz_a^Pm#>2yBk59q|`VISZIXRmXEridsx6-oiw(>jvJaO1VVje
z&#8#v;p5UCE61$<0++xTQ3UM7xi%VC<flVPEgGUL3rpk`cGJZgtM>fN%sFk1TPFnk
zRvK6nkL|J@6mx9yNWNui+c-B$dg7rRco<1xuj!*d=SQ?vhV;&Wv&DYw;VKKNtTOpn
ziMey)eUeU=PMpqT`%18mu4zS4kNg>pHNA=C@r|wV3=pq>?Q7!e<I9adeKY3$*e+Mw
z)%dgXoIvaQ;;sI?we%6Nl&v*g(H$lPRq$_<MK1WAe>C`q|7I)BkSPef%<g7BZW7vU
z=SZ!x)6ZcY{zhQ|i^Rgi6x5H|Mg}J=v>trI;~;m*>6ed>Am1NF@%K{HjL|1b)SAiU
z+7v$Yk1EV2rg~J;Xt#9JL5X)7n8K@c@)`)mUCi=FDQFQoX#ut43E6D#cM|}MdYCPc
zBUF?wCbVigHNzB8>Bi1E7xObxN#Rd2oZkz+4mQ2Dg74_$MOCnYtgTleTu!U**qIVi
zE%ee$O%9N1jg~Tiu;Ko)6_(?w(Al-3aT?bYjg12q+7H#eMeN|?CJ8G0!GSWr<#A1x
zOwBlDw1p-JW*QBi{$t#pX0|d_W4CS}y;h~-LsrcMF2iFsh_&bMo&7}*hMs&&8SMN4
zlwe{DfnjDY(5q55v<j*T7Z?jRW<bYUe3OK=qGN@s{5=S=u&z8(95L1Y**P~e&oaRX
zYx!aa{LPP>0*_lJpUnL1KiP@21a$=UBoVz_komtqXkwy%wlgIhOL9<Hp3W`)>x}vl
z)_cLCWbZ4c`ZIu{%t^EI$o&IBQAlQ@Ly1)=j$w4`)MUoy0N9bgg`%ta<l^R;>$Wy7
zvGogg!b1b?ZjYh>P1m+2rLONT`DZf7CMmsMi&Lqjq%}tTsEKy6;@dv-$FZ4Yzf>R7
zCaO0GL$q2Ro-t*U1g#(mGy4X?0B-)AZY7e6X72aUFlpTKrkSaF4w=!t@M^OaRbwIw
zGN1b+tb~s;;NPM|&3r?3P}mH~$~r9EtYN;7egd*h*+BTAsrr_l2x$zi@XET|!o1`&
z-L+{Bho#8+(YSbFVXT_80hq@(VPB%sp|E_G9e!tu-+E$lDsrWdLUjGb3sov^UW*%4
zbuiK=Bl=ChGHkN>_$Gg-4XMQgxp8_jvYw4Ff~4|&E{fS$c~>y5iM_d9k1jG!*WA1C
z+SjHV6J}jDWT!<3EnU{wrKkMPx<$Ivxu!bzN;pXIG2}wQ9@%sZp{crmPlX4J5$<tp
zHijqufPqgsRL{#A4{{G8+z+QLDv)1lEJUp{;-f|2K9%b(wk$kWiY8N;9dB`$U>Pq1
z2K{bI<Wwb!kSZ_iUAY^}Gv_)lHM4qAQWZt<+YRqG@1fK)Gq+es20u=|CKyf}7(0ek
zy$7<5MJA?ik?D<1G^e@=030nhfV8YU)%gh=YS!wrb>^P-d(kTSlQJxP*68C74IK<-
zcR_4P7TW3~D~1>i+-qe+;{xS?1!D<KAY;dkE>v$56#xN|XatF;rtS2J(6p9UkFETs
zg?<~&B^tRo_>d)7dV1YfIq<jqA!fcMC~0K-{kvE6T9i%{ZMlu!^5;4jwGqhB9Hv`~
zzvQn*&A@AlCkQR}fqnDr?QiLoDnpG%;bUWXFlemeLt*dBfhbzF7*<u&H4M{d4tHSm
zayT{;c)A0wU7_bKQ$&jDLd22Dw`26Nrml0xS|8ua-QWE%bkjA)&AXgHca{52u(@^q
zML9mR&lccK<%;aAwnlkpd#fGAijpE9>M5mw&}deakb|LPv&~2$lq_pwx}TEF3JDA1
z)yP)1H$6v-U@F-2L2BP7qUS9q{gdJmtb-1>Omq6W>C6=~2;G;hL01>*5%`WS>o?*;
za>h4QIz%BA)Q#E=0f&6*j<lj#wshs++=wKKcFHn;x}zF;G5R`t^e!gG!kgHh;*Iu0
zU=km;q1GO;Cl$VIG5aRppRle_c3$!<gc_MKGxOU)uU5DvNtI<Fhj-@tM$TeoC$eqV
zY48!SBUT~aBq5O%FK(o$t(2;)oRbk%P3s5G$Gxf)m%Trq1gu++6Hqmsi4{Mh+zcK;
z(?TY%iJ}Op{VBU6xtiXJ<=lxYp@dCe5R<wZ(vQeuo}^dv!>VBaE&gBnL;hdv;a;Mn
zgbis*-yl>rhojo$7W_!%=9R?H@Uu>e#QbkZ-`>MyhyF&zBAiw;ATGJmR!gG((GRF@
zejwwh=`1Uv9McI5sz0eULEU9OArf&whRH<`?jB4;S1dm{E%q5LY}|8l;f%-DPgv}u
zy8YR4fKZrWq$OpQSM)w)`{}(~U9DYT>`36_^9Wd8#yzd-G&xVc$$UiA&b-tUmdk$e
zlo>q@;&=9O^j-hA-UR^2dPVn6Xc+$nwRM0727bR;bDm8`n#NCrmjM@jbZuDRTPJ!F
zU2whsjRFhq?;sre9BWPKaeiMM{2+IMxihUU5(X8K6Im7J6p>Zvj0#>qV`3NXQfSGw
z5S>>{E=e!<Y>low-_B~Me-^*$Yy~*_0>_WH{{CBOGHr2FVk+sV&0OAEvMY$KF`s+7
zI76jd-+&(>>LVbf+ftWChi0R7q(OS3ip&&<t*JR#*;}gOc*s(L(ga>k>x~Ueqk6nm
zHGf?P%huQBYTL6aGGdA~-4PBh;c)&}5LQkqMt#Dd>uk9H$-n;nHZ_T23eH#-fQJCy
zY<<tmjx2Cp&FOZjmfgzTb$>UE4a{jWiz1u<d?DGYAFV>0XuH^(GYpQ=dQwj8{si{(
zV^bi#MxO<#-P6$6Dx3TYSQYZP>;w0AQ9E5O>i*~i!@i%?>X60<yvY-L2qJI?kV*^f
zIPpzQBVq<?BhL)X*?@`&7~SRi;hsP<DE6Qc4uc^=j{Mta_2=8(pG!<VwdB-XA2}4c
zNWdDj&kJR+kRxn**V{oA)4gVR-fH_-RxcEMyO;_=sd&g4hh1q|t3+?w*amqNl%M(A
z@J&oqOw^~*i`0C;ze!W$=YN@opBDvuMKYAo)U2XXmbJ<J?&_M7Z!s}EijYB~A%DSC
zRa#{y?+lN^wPCq0euB#|+zwrM=or};1d;aBS~D73Fx_Y3hVoKh)|~|TDUe3LsM*j%
z)f6pba{y(B&O?|*WG4_fA~fw@%0+dTYx?L)KY;$)jviHGs(RQjbBGR$0h$n7I7@aG
zx-u9>^R)z8JaSitW%3Y1cct0x({DcU-!8x3dAFrrw-GxEjk=4yC7$DxUrUdQH66;Y
z-aP_fcbq%(xhh49=g&Gc3A8q@dJx2FBd7B2AG*!d1viciqc;CXYi|J*$JT@m1Hm<T
z&@2)x$l~r62m}uhJUBs@#e;>w0>L#%@F2k*g1fsVSa1RacMJc(y}4fB|9w^OR8ck4
z)7_`1&*?KuJ-hu>ex(-5>=;H!)~SxE+;v8om(sb=ut*i&43)_YRpB8GmGf3JszlE}
zQ9379D}SWsC36sd5p<K~AsVI1ep#tnd}J<%Dpw{YkhP4bLWMRZH?%0ScTZG5g)hCX
zRDDHc6(eLIN96TA10xY+?>saGW2=*c-dR(KLITp`oHXA6(fBnwpi^d+t>E_`t3d<S
zYr*!61})ON-JBjS&%2lo{962*hzJWmr`KB+z}+u<_Hn53^Cv3}=MxXV^c|fHSh1>K
zqb8g6KuE{a19_|7%o!%8#4T8_^~tCWYkg7i$FlD2`Fb;@nnf`=<%&FJ+0l*Dn%tNB
zF0?&Y2v<MgwaHk~*gpz$DIC+5xW`%JpUvofS?ztWXDO7T0uKL7YIZNfy~iYpF+|3+
z_I^0gGs39W))<3ia!wUy9;F0fZBnWIzD2_*uUMiORz@|s!Bsop%WTcF$Ou;crCD()
zv1)@vaT%J>5vBWN_EurwN<1ucLG71o<SZ>dk5czKQ6}GuHJR{HhneZ5$bW3{jZ8_z
zvSg;~e5R7g?n;4W`68+P3c;>{R9DY>WRrtmV$^X*`>ap7NN0&dd<gNL#)q-p-QJ;o
zL}(#V1+rW@$B?QDTxN7R-%zq~NG{5?6f09y@QTJLlUsR(_FB_JPnrwyBPEr|5+t%J
z#Oew=qmYSX)fess`lF;TFKRoQx-EG;6jBqqdp6|2R~vg@_s;h^z+{vN!r?3Z?`1@_
ziu2|TyPe;lK!%@XDmNaAKn7u+1n*-$nGcE)JB!Y~&Nzp1E?ZIBq*#d*k?*CO)z)U#
zy5z~fx9MaW57Fd$T>cuJD?uqeYDJaHidn?q(LfS{uMghKEQN%uZ?Ul0h)8ZiT3!9a
z42x?H(k$i1oqJMGkJ0r!<foQLch5Hx-zzCj#<6);kbER~tl5arYdPTX;|Ywt+Ai0s
zmcN_*OXV0#PzcTSB381DBBFv;Y}$a@#`C42g1%BmEpzMLPs|UC3h(*I`90GLzQhc{
zC4X^fZf7;t?;Kmmd_?q(!eQF{iuCzDo%m|?tc%ySO3<P!MR8B>sJ*QNi@9IYMfvn}
zW1;igehEs$#hSs~$9(`w9wzGw{Ny{SU+DqL3%{SBe8tC{Npjh9F^X$Mc99t5$4*6S
z7Z)n9i6wh2&B=*lfwJ@%8yn|>{<Te=Of);{_ANYw%84uub~Fg(;@05gvim^Wc1`2p
zqE>XnXavxfi^kjg=k~ex;JV*A>`+c5)bfk62^WODH7$@}Bk)M(nN-a(E+*v{xvxex
zGKNJ;77yh7B0G^fFP|pzay|5cPi?FAQq$+G3@Av)VC?LAS^CI^;N3_u^kpfn{JU@s
zmKnm181GFowr+&pQKe2ZO%e0wX1J<UuvMjAwS!72k4I1ybep!kjey6CX!?e;^B}Vr
zC24M&Ehf(X*<8IL$NG`+7ff*4D4Q=EUwoxyCt)>eXkO+T5V09)W3^ZuM<-)Jj;DH@
zF(MpMI9lk%WR<i+g0g0*j)x!nqRnWe*}>|udE?o~QVj!Fj`1wbSLNzjL+FNY9$bhM
z)qtowGqN@qt!h}?D($@!m*1U5N)pA>!kK#4oe5O?m1eNNhW()6z=}PBCGbu)l`e*c
z+F842Zf$R0_04?aX|i#vd&`}WH9!B8MR={Y<1#g>>a=c+=wZyMtotY3wUm^RC&PF_
zh>s_2=4Z+BN`^Nw(zj=1AB9RsaW!0DH$<VyXAj_7J~0k3%hp%y`bs%FR<1qf?JPK7
zwDClpp48PN1GKnu-kyTE^ufc=W7$LYq%6r}lqRz3X!|-dYK5Xu%RIM*+wlzftHkt@
zjgt-i^s{P*Oq=zY!0`Y8n42;g<EFF5PIT9nyx2TSIpW-~76|n-rM8>(Xcc^#NkFxm
z>w=DM-mu<KpT);x5bc>r)jr=bSd#PQkh$w8T&R5Jfkl_a?#;yfL>G^f-oD2-PXn*2
zZywH9`&Wd5&R5AeT@Ekt4g=xi#qcB%=<eg^WMN~`-v6>xV>}%CJWpyy(U?Lq)9SH?
zwAzHCv<BnDd+9d455bCwRVp@Dr6)LNej0@jNVg_q<!HY)3^`NHXysU5X5xv6H15t_
zUO63koF;qh@~;z-C=0#F3hwy2v`x)a6&B}*avU+HVtsEgKC_LBcw@MyOu82IfF{%I
zTCSPLSo=+xhi#WeKes5G{t`RxjE5Nk`{%E!$4Gm|PwDU^SLMLw)IlQwPOZYqcvC}z
zm*60(geRLKsc4=@EE3qIgsCnHt3FAeI)aO<+O%odju9DGux$mwrS2aWsuj>8G^Dl}
zkGG->jY4AxUf^>iTJ+67*HmlD=^)l6tXeAFGcyCLl3ALQj8_SHbylM5&}gx^cFl%O
z;Zt`dcpt=RlyE&Z3$%_{e}x(Hk{C0)NOAY|>x)(VFr&P<buF5w0_+dK!^smS_Ty-M
zL?W)AJr~x61)s}&fRF6*;fe6)2wn{_tFparHQbC41P%8H&J|+N^Dd=q>(~zuk?<!*
zxdv#d&38y2QG{&Y+pC0nwN(lG)m5iC740nU+tg+65+oR4*5_P3^YC7{{^7xCJzB^x
zz1Fg%kQbwfy$1QPvvgD;%V=6ItypTAxU|u~+L<lPqnk95?fB^9Seu`E$Eu^^rymEk
zGGCIuDKd4+I^`@LE=zbcQbiQghhi~zb7n<WuPJ8XzxFpjg+`@)k1yF+-KSyvjzjc@
z*sp>L)h}MD-H=&^zf5_AW4gpyC9|?%e0?|b!V5<gBCpt?R-Tucho4tFejG!U<Suj^
zJ6>M1^kUPGz$LbzRajf~2}fckUX+)N3X0=cnzC9q5gob#i;$*k>7LBu*c)G#=GIj~
zHLxHzk4AFhhm6&{Oto?KSC!SYgBhz5D0SHbA(W%SqxO$wem1xXo=-NkHF-^@&Z9V}
zG{%e?@Tr{YgSz6Go(gfB6jfn7zlwHBU10*g4VY^MOL;~;qHkMtQZyKhlG*qkHlq6>
z+R8t+uGPV=HMhX6PYt2abbLw`qR6+dHAO~95EjS5U0>F;QEKmrGx_;Ve(l%NAu>)i
zj^~?JXa2i8*4mTUmRnmAgUb-)NE1cA{%_x{<j)GkO{Jw|#>LDoiCR{&8As+DF8j;b
zN|3*fJ(=Sm>!<ZD>t;s|=H#gV;mvpfEgsk)RuHPX!hMMpkYhQ&Yn^&Ia=8DZ94+5%
zsYUCZMaxSr!NzYhT*FHidk?Jog^bs<I0uxe&DR)MPvi0J$_jj`oEfW|(@C;?911c$
zRmp$S;jF3*Y_&AURj)$k7jcnBHgxA}RuKqBtz;Bd;$emi-?|eI1P{1ozOk*0(pXd@
z5Sr>9${TsVM>p^p$|4(g<(S9+M*Quexfpq;U2mo);(H=9|K(O3|EH~lzF4TzzIcJ3
zd3+pDJG(mb_94@t47a{!DtBT@nNoGt+F7Q^eXf8wH9xXv+$ONGs*%XZ4C<LZoXOFR
z(&VWC?-SL+Wcu7iHR_(B`(tgKB^olVXdim4s&LVs$6x2OPZFY>K~zEJgnI7Sa6ufc
zpR$WgBD6z|wB&5xs%KTHTETj#Iv$d|hz}VZrqo+aFR^km5qMF5EU6#lB<rpiv8w5`
ztI(Is{J{G06%oFTp%pFu>%$1S=d~|nCCVze&XHP@UB38NQJz+mx06gwvvkXFBt+-E
z_BCUc5%SWUyg6BA%c=S{T{B`AJByqz{xT4sGOGlwn`YifRT^elyJ<=^ieXpR+Mufi
z8ICk;4t-#aB$rVBbAd*A!Z2RZek7Sh85AyI@wU_tj<S?sEDmggWE0IY6+J1p?=HZf
zr|V;5IX1f~=hNzxuaf&#G5_-z*4Sg#W}5YSt~7aP-N-78F$cTpq~nx>LAM0_nwlkP
z{W6HCx8~TMr>J*)P2;TnP;^cKilR4>r_O|OtdEi>byL|iWswzM*XUYVk}(41(uR>H
ztdAOl8sGSf{cBU>vFvttn~($X&syLFlQ4((?VUu0wY&RW?#`|xbra1GGEcJCrhUHA
zQGX!~vrwEde$`0w!iXEK-c37C@g#u+nH!d=S0^*&RhJ&UVj(eL;e&RM?K@)K5CBfj
z$RQfreBe|(n6eIyUVK&6^IS?vu#{`?MSYq{3xWWCVUjKVk^}TYz9~#UNL6>7<PoKG
z$9LVB&?S!roN1vQqFpQ3Kv+lSyH1v&9OlnZrdK+v$GM-T-ca)NKo)y{xPL62ep|^$
z_}E{)Tzo0Sxvp~3dds4FXQR7{n21@aeKupHKbQQWwPKaI^GAJM*n!Ty23$-z)X+|!
zrczJp^39-~PA%p-4uZoOTI{L`SpgR;+EjssmWFOb)kWM+wB$5<Qd0Ox-w^@xWP&0c
zT){%gbj1~WP9(!T21>%>Kn50~4(->j5<-s#7t!^J?!DAic&F`vsp&vXB)L(<^XZ+~
z&80hf=@Tbgo_3^N)BDD!92<>+41EVyF8TQ?+c%@!S)EsTPQf#F<>^&o4Z>Wp{H|zl
z_kYH#BR0_@ZY>Z9A&0BbZGwB#Ft@XB+LQB#zwOW$MG~KDV!^Or{>8YhZ7^Qcgu3?Y
zC9gaX;R^1%3&XODLhpjF=C8`;%5KK@iw>h8TKqpQVm(sV>rdYdtzUMZs%+z2DIuRV
zr*0L&cqR?7n=U)3opLVHFN{nkB;B9jY`l|quNs6*zSiMq<AxfW-FOCUUPfz?DZ=5<
zGpBW$p*-vGfAxAb;G%>SJ`_$$2QIMM7xDXd-2?bnQ^!XqrjvHxQOI~rd2wvvC2MWk
z&Ld^3MZc2`r3#;(i*9+JrlpJN!}lm6+j@up@PG=Y?Rp`~Nlbb7F4-WiddAa&?qRUL
zDv{c*fg&K)FioAs)n`&}JtCCaQ_1wAL}GC#L9sdG_N~3g9Q$<?<*Qx}%F!E<2>7iQ
z<l*qGZZC1|5)#ZeEN9lJE6qG$%mYJ2A#_THuP7peTOMeU;Gda3@K@evMcy?#JT(na
zyS&~a>>r*Ao|HJgntACR`5FO^hL5>1E*#t<z=>^D)8wv5j!*rg-=7-JyNNEpIu#8}
zXn6N<jMo=Mr^Bs^gb#JBJT1R>Tw_?_gYN7L(-YeJ``oszHF}Tw;fCK9z45&X9y7$U
zK@sOd<az1i6dfgi-8t-F*m+#J$3#S7b|o6OsM`EZCwxotJ?DGE)^WM}*|xxsaEe#I
z)8$G!zDos5zT+K{Tj)sb5?;BXdDxZtY54){J$nirG+7NFe>d6v@};=ECxXx_*)q#M
z_civ}eyP$fz)B+8D%v*JoD;C=x$ly{3Z?&dXFrZxlFz?(_ER*48krbDjsE03)KXOV
z)y|HclZ)#QzAzzCSAYTjl_?bT@|LAcn0~jei5_HWB22Hztq4}Mmo&AoeBur<Rdau)
zZtVWbnBRn6R0Lf})X2o{r74T6kv$7QX9hKeID!BcHDPK=;9ITKw+gNTt~T~IKo}rb
z8*5uf0as!AI}-um{8r3H54ux<z7nR_Qd9;(?d+^ySwcY^to*F(EbN@jATxlz($vKc
z@(RSx%0myhgqWBKr~<5Mzc~c1gy}7yP<sJ3HWwEcRu@iIJBT?OJ3l`^8<>NQgM$Uo
zU~zP_g&MiC*gDbx<J|>fsr84Mtt0DQOsvLsHf)w!Z0xLHwqFC?HZ8nm%Dg40za7}<
zrJWO0nBK|B(nNssr3pLO%+!>{gohJ|mEF{Y1q>W4ro3D)IXS>aJTLkAehp{;moWb}
z9&iH~kQ2xQa3-J(u`_WpHiZb&%PK2?WG(C*p}&m};%5c((6jyi`2VY@fVuhaEC3Vw
zdm4lQ9RWpv=GDwi$_Q#I!U1OIWC3%rfVtJ#`2^T`1vt1LgV_bZU?H}DXabWDm`XxS
z0ki)b)4yo`#ncX>4lD@~4S>nn&c#;T-X7pEHM*US-^RN$`dvqe?RJL#lAHf^wv6l*
z75~rqvaz{c(6@R5Qg+5pHUOWXoYeoza`|7+u!->>0oyx4tnX^W#F)+0+VnOyM_`iK
zfrw3v1<dRqHb%h8Hu^KeY`}`77ZCz(LM@@zrXqKhCvFY>?Zn#hwvq&_jcm<@>0Mb&
zOwEj(tfBP4Ox<al{5BibmLk8M+}W}H>FYn{>P`eyHZW~$f9x9~=%D}6@xOEQ=Vl2I
z5)0G2+-`-y+24tt|H4fCtEw6PtEd@)Mya<o0xap<Dq)ZkxGga-7nqx!kDd3fy6C}R
zdO!`R!vCX&hzJnG?e^~qF*O6&J2|+~Z}+3$4xmpfH^5bD2Krsb!vT<F-rWM({x0JJ
z19X=Ekbwb`Q-H_v_V_~&%+1dY@SFZ!1_s|Uc>Z0+&40^-`ga)*&{FkZGT=@0PZ>Wq
z7tp8nZ?^1UJ}|%){C622AK$-Z08b~7{lDpf`FZ&N`Mm5vp8q9d=LGuN{?nG5_g^vd
z^ML<D_OIt<XXgQW<o?|sJ3l~m{SO(?S(fkLIpE{{XHMC{TmZ4@-~Dm&bKbJT-X6De
z1cev@T%r(kAt4Z(nx#9y=*$gbQ?;{$g6>FlL2PoiW_F-EmS><1uM|i}2tbnf_&7PZ
zdDwYnr1@m{d8B!{WMpI{q-DVTU~Vo+k^g@UJ#>IY*%4|4f!-}XE-)W2C;FpD(n>Pu
zzZU`)5YVqB4Ep;j=jQ|i?~uDyj)l(lt6D(+T`qveU+d)`uKrRmSU^Zvw{;1W1Qz=5
zAC2y!xaF4xu_+swn*z>$5wbdhxPS=-soq9l1OYZj(638HQxi)gfLa!$bK7v32cWv;
z<>%15i^I<TuX5JADFANXo!n}O+uGVe9YLJHbl-VawSxjR4g%jA1EjCFTQEQf{M*gH
zMtf&)7q<@J=8tE%jp$Aaq*Bt(+76-yd}uQT$a#NvFYOAIRl6I33s^XJBi?e$0(`;$
z9^%gE4`*s%&>davKazIq<(G~upz|N0-ueEeBLfEA(GcHeQRbGP_E!`D9qzAm%5Z{y
zW267aShv1^`B5;nHHTUNT;S~dx1R1kT7v#c?f#qXZ#ym)x@+>BUSAYBuk+lg=1M0(
zrv4Id7e-SL{untxlJq=qo8&PqTjHE_X@MDU=EIDNec676{?ow*Vllc1G!t`;%6j`J
z=o*Bqc*Tx5gVG29N31zp)9b#^eV1V)qNnk^=4>}eUg!Hif2>XwEEkw(2zq;WGA6h@
zhd%$RpSW|i{55+f<!0#X?%<Ht!_l!DHqjLA>=xBveP}OaGH;&UOwXlS(8K#=^9nPC
zoRZ`QN4tz8Yl|gr521HG7;Wl<!6<Q0f-kzK$feiekj^BA>HA%t)V<8-))#Ko{zAQE
zAJwaCd+>@*bjBn--){3XSsQfgbG9uyo}xRVvV26zx4nF$V<E*BGWCMAqge_OV=eRt
zPr>=enV+ZUyTlhV{3HUMC$k<@aRO_rQ}xRYF6Ux=BRXiJ+O{4tnJp#ZTHlkD-OE;G
zj>zSELUQPa*&E)5>4PJCk09ra@)EBwmoexP^XAtkutB{^A3+*NpA$bMQs=&nle6v}
zRm)}UQwmay#Gp%O95?Tw<pPF4fEAO2jaVM|R_?<wY@mI^6t_rDPxl*o<KahBb3VuR
z@MQM{XD(l#@OoLV_&ZhD@pP-<TbTVC3UQFZePp|btd!1kTj8liE)QLJ_e{M##^xG#
zDMfyKZra;PnwxucHS2ll+Hkp4{J~J+C)UOG%Y2WWiiHJE&9nTUWSA2;NqsX(u<L>4
zolV%b&rXPl`$yV!QV}gn+8X94Ijn1$(=Uj9^*emmPrtBvX-@N}g;^$+zB$GAj(eW5
z{MKYo6GfC))nG!aXwj@{(X7)R(QMId*-*(5U~oZb<}}NUG~&U;_mT++66$nfGy3v*
zz-5NGu{wpu_qCs{iN_)Zc6-P5&ZoBBL^7Xl<W7|Z&2^SEb9~vI*OwBKUirQ`&ZjsY
z6?^mO;XhEg7co<hX|%OzDKhx5=TPRJ=LN3N<p;vznAO{#h7(eiC`<e7l~PRvKQWot
z!u9(ogpz?-f*$6@KGhGSeC^Do`GRKnh4v?n2Mf;`ZFApMMGa%ADP>Y7w+u(>xwjfJ
zr)`nRy?V^ca-&@@1{uBgxB+fqWdtMiKv}~cCM}9;LYUs_z=N&4h+5aT)rG05X^fDz
zpR$MI6TlqLg`&ek_`0@XX3nJ=kpra(nsll&!pYWo?pE+gA{<P#iGEI^W|qqgXR=_<
z@JMy*x@~#l#D9a3nDh$Of}qK_68^Nd>jhu_6Dc9xE5uMp!(!szjj{d1J<i<Dj^nnS
zoi&89N<(><BovFJ1BCLO>{uut{42^%c=yS0Nnha}&lnlv)6=@k%kVFd?aGl-FH-kT
zCgQEG!jl!Z-CWpvM}g10P9(0pJV;&54y0jnHi#G*t)PuohJ*Aj32BLsAyB60R@O`|
z5}$|F)2O;i^N8c$BjAHJ%W*s+Y?G~!VlPPA6W8U%OdTlO!q&dLc5TgiCJ%?~+l<-Y
zjqE@q$Pn^Hx|^xSZ&FupR&Ng0YY_v($E9ixx?dKE!qAHeiDBHra}7lzjQ2h5s(Uv)
zl;ZH=D5r85eLVRPuOzrLYmq<_H`Bv#s7rkA8d7_CB&G}@5+KYaPBIQE*{y@k^c?z*
z3o{6SHuxlTnFSXne*Rpv^_Ii#mTF#FU{i+UQDDdUP*zJ}9&MRlvJYn>X`CiL{Tca5
zsW2SRvwJMeVLhVO{2^QlH%SXL3xNwd@x*6HJ_yOE2b86jAHZW7Mr#t57Nr)n<QoNo
zVGg-^+@0xf*Nw>S_fi<2wJF_q)W2SfX-lv0W02)|Ac<m}BDNVL9O`JO6}C=}7EA`M
z(?A>Z*_6~md7aiG5SSR^WbFr~b-sEF73&ov?{(-!jc}PQ$e>s@$5KzGVdRTdhTr@S
zT5_QLVx8bxf{C;=KFybX-$&^2A;U9E)L5{*HdzWCW#M^ryX2;WD#N`RvapzkGA+GC
zsx$4&uCZ>(#O^_EF_N(Xv-q+DZ@=$c4kUGbzmJgP=R#BD;)1jkNoTk=#+j%*NK*qM
z1pu(*RF}0+w#=zp=_&iQTr!=Zht*SY-`6j(7Oi0Sc3U)7$)7%3(xng3=XDSGn6oD-
z>Nt4Ci3C60-n}0L2KCyNJ#WqhC58thY_4KW_`YNqDPgC!(LlBtQwzp?^9mGT0w*z{
zh{a%Nu_o&_`3~uxf4=)u<X0Y<le6Y%!iLTd5m3dr6pDOU0_OskQE%)T5yQ=DVo=5u
zPv^oWj}haI4&eQZKVVT6EBm-bNG9=Cn;?#5p`n2#j|kw@Y*!s96IRU-##hU5gK-yv
zZ8Lk?t&Vl~0^}?R>tPJMCVY<u3yBk~5X&2IdXzdok3cB5k)b#}@ZU_qv%O@IbMj#|
zwvUQ`_{!r?y>t&Y-Zo?<^LM?^glJ;nh;X3U9RxOId?qGi0UxO&h-4?hEW!T3A58%j
z$&W%YEABo|YkbnXbvV$G|K<cdTnNcCIK#~DbQzFxTiL@9?9F1+`^a0E=*Dq~?Is*>
z?3`3!Rv{XANDHkmq{YN$XgtY_i;rb^{Xsy47>zZ$@yq)M4{w4mS`Ec8hi8}2Yor1m
zbyzaz!ac0H4^1rhdP`Ht#B?ztVmgS!0gEUm_G^#`eYpLIGqZvI8{7x@U~G|}Y!)5n
z`zT#URP#P-IcE}uHR-GjbW``)r@1ZpXrIf~B(hO8CcZDxSJa(Zvn&tmtPb!Zm3n)W
z8Q|l}-F%57mD!o0A5Mxu`*z*(4e{Wo#DM$#PgTb5C)*1Q2;o5)d?(weHI0Giq@wGv
z7rwk=c13D&kMId3dDddx06cf%yI2HjEuP4vsQfQBD~jK3Xz8zbqNYxo>w{#CAAAeN
zA;$_tXX|pX7gA#Q85dKsOhAu9j$nt$2OX4d$S?S@?ITI=iq|b~hBqb7Z`E&Y-sgo*
zZP`}pd{#B<Ay_{b;`qc>V{d!s=h*fDVWT5J7s8ajCk<bvxR_W*&e8Sg!!B<)?`gP;
zV6uBwwON&JKD$7(%cpTcJOi5!S^I6qxJSqM&X1Fqgc85DwJUYo2Oo~VBe$ZJCRm@%
zqo?V&5N_rhib`fkkfLW&=#C^xiA=U^q2(Wc(=(lt$9rwj)#`MgeGpq0_eAWREIae!
z9C^x`j~4y4o`6@FNM}9ihY&&H^?PgX{AUkB{6Yrl3ou$AnK*amvjZs90{C3H89Y#k
z*?<`2h}4eEGeEe1Sl&;F7o*j#@6)Dck3)i7GsVe*V^s+xa<=zgg;$CG_(e}v-Z61X
z<U*ri6!2G8WxlB>O1jg3v>1C2M843ujtbM3Izkta!9iVrlO4#|inZm5wWzwpd_>Sn
zfmjC#vk!aq_=H!64~Du3Cm?&M)?NR6R+*UYh>7s6vmzD&UOswmBAZc7;`?Ep-`9k6
z!NH*u{=Kr^a|Vw_Phr+LSA5>R7FeL-1s%J73Uj=DAiIOXy{~-8gB=s)Eb-tL?C2S)
zHbziBP-I!j+*>Qo71rW5Pl|jCV|iN(W69yC<n_Pai>0H)5_sjIuYp8k-Z;Q_*mrZ2
zjMmVHql(1dhW05<Wks3halgC9{la+l7Q<0hq^Cnq?i+yRzy@IL8P4Nub74o+^N4e_
zaW$6P7qczlcA8!^RN`eU<kR`6g*yHipE~|jmD_YdK?AJeQxM6sjT`q!$<P?B^G|dy
zcx0&_X?CSY@`g&$@P|s%xY^+JC%JMRKV@cAY2u0-k;mBMIkbcwpL;JRS$FYqM(#Rb
zk-C8A#!e8{3n&dpH=8%niC=`g|GFUVLvNFO(AL{O-d)~1k2q};Rya~)3ffWBuH*0{
z%$P->41ZyDJlY@Rh*^Y2Q8tXnnY<);ObsJN>zHJ#klOm_AJ>vqIb3!Wvhoyzt|yg9
zVe&+wVMF$ku<P{TP&2J@YEV}0ICcHIX5y>3CWO`g#EnFNVv)lGO`s^beHCxk{!-|Z
zKHBROsy$4SXTIjQHP<iee?(h}(nnXBv%*x#dqBs>6NOJe*7M54aK7D`3iak#W<Xt7
zweIP9-_Q4X?qW1BT3y43>cZP;NuS)^$F%jfmRUU*$CZzd=p2hSxt|E_C*`~6;$z;x
ze-bg_lb)D*r@$Sh|1l`Jk<B;J+L1!oB(Nk5IWy%U*8MNrSGdzQeyBTDExq%(Jf{{u
zZ55)nb?Opl?WHo`;lI_;Yca^Z`r2mRTHR?JP0fS>dP!U@gC6h*@qu5c<MeauqiCL*
z0q;NvnM~)HzS6WL65ZrNfK`I07xtH@Y}?}0!e)HFJ!I0@+-3Sj_!}c-9V?QM&>kH(
z{8_Rdv>%}>mBL`Vr4cb$&|E0Bo))D(EQ55y0p~0gb?(_132y{pl>gMWxCF**E;(TZ
z^f@x-t28=_AaWbp@VerPPKq;te15R3-;yY8BB3AIMNBE=6RF-36G}<~pM2(1UCe9I
z@$aJoE)l4~B+nc^+^#1~wJmP<3jNXVesWJU*@S6oN8iXna*(1ch1KjXMr=P?Ob8(`
zevlO}9_5ig61^_Hw9WU}-OE}ut2SL=L-z=Z7>wx5JYnyY41IGFU^f~qg`U7dQIggl
zwIy#BLKK3@lp-kPyqxm1<EedR8yq=DGQz^`unRzAo!1rC5O4V+h&PQLf;A1lZ)IeC
z70Q~T5NVcb=Tk)V9TY+w-^>(;n^&~Pu{Oc*R%YZ%+zLIZ9(wfN*vm(V=dgIWt_aaw
zgf^Tx0nUgfxR)^~)*tvsoMOySq%nXR9Fe$vafxx_YKr-|o_URUzHu6?k&IiB=rLLO
zIr4VaVv(dLmPjE=kmY^Bc7pp@xbx%Th1ZniH0N~{xX82Uu3s@A0fl1U7PT!De79)1
z1_?EAN!Novk&uRuiA5%vA=bkdsxd>;z0ZvdaY&xQd)%&FAzk4TCN7zoj$ytBT$0OX
zKM@bI#oxG&8QRz}bH|T~T5N+D2+jf?&dOO5NTRq)9QV@LGb+K}h4$bOKn9j@6?|4)
z%ZDYsR+a0$yGL6Zy|esU_Y`rnxGABX<lbmaW70DFVbu5VNzz=oZnlWb@EG9rHfUZ4
zAlQEuwN^57{W^ebXXA^e(xuk_B9Cv^<dnp}3&vKhtx`HVt)i}o)b%RFYyQQ92l(g@
zyyp$pD?Q?cPXwy8M+zxDkL9z@yET%-k@0cNJJS)v_@RCH*!0Tpl0vh^CZDX28bKOR
zHMPc(zl|QDYd8!yxN^A+w}ZR7$Xvb~*EpjM{aj9%nR3%~fj&#pk*Pz5wKNWTaAB)I
z2v3FNE;I|+*k>*fBfV{$UTt&6qFIHHc}p&2g#{r!?q4VOJI|e4<Q8p?q@6c_JLU8l
zst8ebME;DBgs4(Tbq=i@N{y-J9*>KYX==`~iZHcB_%!?TlZTpXk05h9x-L>fCe5~w
zt&RLqN8>0LN_!&&`ZioX-c?%5TK3I6`MIS<u;e+>cln_JK?Of3J!)+u^o)`^xwZor
zhK8>+vy<1TyA-SZaankUrCu_JyMLfeckMY217)a_uHuLHwyeuS$+hqwdI^dmuiuF5
zeyE6EZ(rr6qO+DFBsOZY;`HrZ!mCTzG~SR89Y7J#D>AY;rsbskH0XY<HaS*Th9eVJ
zgIU=8!9n_+ts%3Ku0I>bF6+7vwqI)eq(5`=B+k2w9b-EIae8iVEG7I|#ZT`=`7ue}
z<{&U)nISMv1g7{s7<eMRJCvF_RuEXsRaWOVUm1iI8&m={?R;Y8dZ?KAjTRqwWv<Dt
zi{HiotN}kTTS|HO7Cf77aH<p1<s(`*kQxa}CUCfBA!|t1i}+GeovgH$_vZQlPhNoZ
zp?V($=!s^Er5u;0de)gLffgr*-a%=7ROeU&qNyfqc|Rnlkq8Xys_e~(sDFeb?SHDI
z_@h!`H=9E3!17ErO5BjlFEdt@H-;FsChcS^qdj<tH-N#+`@QZdmB*tq%<N=Ns(_v;
zd)DAavQ8*;p|9{Q*q0{3t2=m}nBS`iD*5ERrem3f;2lBJHv$dW;Ic(>%_#V2Z8%-g
zw+n7__Aj{OsvLA<vm~o4S_=G<`;8zd=xws3!)};!=`a)y`_vcj54rFysgTn{a-y-Z
z$YvC>_M7G9q~f2V_YHpt9W<p0nX+qtCn)1|EYQ?i?%^kbVKJ)GBzA8vVsu@i?<b`o
zZX*5DOrMUGo&bh7VWIM<e)ec)hg)ZnP|QFY-1lgo4djyR>rN9OY*#0TL`ueTAy4b_
zJsHFpAhPq1W!8BPn0~bAyZd(6^rxzQ4|rq3;AQXirpo~CehQ<Y2>m%#$|8ir^JP|j
zu6A;6>AoZXO}NH6ICUy>%)tUpiV{9baxEAe^(4??S$MS1)SoXZzE*#1qpXaG!i_tc
zX>f8>>+>)(+cpMxKfP<-bnpUoRidV++b(^VqL)2uF^&8nPU0)rxjaC1fFhhl!Vrz~
zgRqF{qqraZLPwuQRX@6-#TI2O-jfX(-V8?LU7yO3PhW&;Y7BO9{RE>KiEe*e4;Bc?
zz#p^V5yR5dHFtL$R!cRzCo8(U&MEgXn?eA$AFk?$;Y;cF{Pfpeh&OVMR}$hqF0RiZ
zU!LbY=wn+wXI~DSU0vT-L+>EezaZ>EEjE#kIWkptw%3V_>gYa}o$Vi8a-S^_ncqYH
zQ3~R73(WF=Ok*jVgm>>Nii*0?W%apxhw(Fi{{l(xSfcO<iPy=e`$|uGMwh}ab##l>
z6P2`Cc-b-+<Zu&w801K<HAzD`F*QcyT{$pUyIhPb6U!>=K1)CDXjeB&i*FNBvTL^`
zO;+Wg8NeoxCajny_^$47|Ev2&8VN~UVW0^gq<x|hb?~V$y%>g|UPto+x8G+;%oU?0
zFFeY}x^L88_mcYmyz+TP{rm~HMuHo@s9&VqE)_cno`o`A)=+{gI<;;#{j^4C&F7hu
zr8@J^mDd!=o!>WlXUSm+pAfO%`|qYYiZmc(E0Yt;U|e8L&zU+BUx)OwBu9%AVsv&9
zEyaFmo*uRgE}C-%u{0x+@@fl0YdbNR2cQn7K1TCsQ&Y7g>v%ONYGg2M(UdRp9Lqc&
z`|OBqXVP-I@=8+$(m6xKuN}R^GHgGmaAHtK$Fy0rj7{A4cb(JZ((Erw6Iy4trSy{4
zo~5mrtl+9OpD1;6S!MkpZU&pj<Bu#`i!a*7Mp98cR;3v)gh;r~+E9Luf<3`(faG{s
zPp&$@Q;g$#_qqTqZ^8s_Es=hfrGiUuaD#3t`GhgY*R3{1rWkEc+D-aNf9mv)a5?4F
z^}N8oif#jp!1dBAiPNGFuhY~%E;)bJSJCp!D8h;VsV*NP$x^b*jcoxd&sI&#E}XCx
zC>35KJ!Q)2l7C3Fuc^iR<7sHJplljm=e|5t)7$vyBq+9QA)Z@L&m;EeWP6KP-7nst
zuXblibzyubm?^zYplggf+^$UJCW>cXFxdVkbcbq;OS?W;T0M(m3fu16a5?pRBcYD{
zH=Kky$E+S`s_k_h@!1P?ElJv;YHHiO-j4`>oK9ULXf_d1p16M)TM4}3e|U9mqR&&a
zS+G2)9rM%yjq0$bSQ5K9IkilJ{=mHaJl-M?{c3<8#J4cvNMIVA;q|2=JwWya;k*)e
zhdBA=-a&f_wD`vWs^3oPo(%!?s^pWtbYjIBOi+H8DPGl>%Qt+=?QyT@AO~*V*R*vB
zq>gx#$!C5y9ww%W)$v{`3S2Wr)Wr&OzI=2?BK@KUBM;}4Q=a=F?j#zj*<22{E>rp^
zLzeNPvFzj_ac<#uotQ;_P6j+g?}{Hf23+zz|4yNf+KEQNT7ODLq#4`^{F`ASW~Z!{
z-Lw*2JR^}7y%Uok7`CVBzDI$*UZXYQ8GWxd%`YfvY5&#t(P6?f7{DkZCg{LnpP}{P
zx+=!P&ETp8D`6vhn{szMHhJRZu5nfL9+YH!+6D&vQ#6CUC7n%b^n=Jb$zFV`v~qmk
zn(<>N{Z#oN{&6}6cE(|}s89#XZfz1XGjZMG@DoWXGlVssjm{jayp3Jm*qKyjF-*HO
zSVRU&d)p62Bzw(e=ND%<)7C=OhZNsy)-{qA1AL5T&NYuXMwUExmBlA>KD=qgAxk}I
z2y7FE*9o}Ka!Rx2f>d!r<4zMS{4Vx75ZkU_tf6<~oajc3P=URJM;ad5T&tqG7?fN8
zwQ$6c;wZQK0@==1$<z3K2!`;w-Cp<rAL_~z;J43e-J9S2`-Hc-{DQM*j>~3Z7|b--
zshSkg91q!xg9HZ->SD_3&-LUHiWN_@=sJh|rfw+6{SxEu(3W4g!Y|<E7SqB4fGl>b
z-_TPoc5V&;uJ{dcyTz9Nyuris2W*Lj4!}5n-r)n_*FQ}-LEL{h<NFhG{6ogi`3D^M
zr;PUxc=neJ;H3Nm4*XNb`v<Iv^$QNX1HNw2J_h<Pevgd2zn|MeZ!ULrp-2jhp#PBF
wqE~-{hQP(2s3CB1hbwaN0cXk(Q)kc}-1iHT`5glU(!$5d3#i<ofLQ4N9|{;@ApigX

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-reg.xml
new file mode 100644
index 00000000..965cea96
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-reg.xml
@@ -0,0 +1,157 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-013-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='97'/>
+         <instruction instr-id='99'/>
+         <instruction instr-id='99' subinstr-id='2'/>
+         <instruction instr-id='103'/>
+         <instruction instr-id='103' subinstr-id='2'/>
+         <instruction instr-id='103' subinstr-id='4'/>
+         <instruction instr-id='103' subinstr-id='6'/>
+         <instruction instr-id='103' subinstr-id='8'/>
+         <instruction instr-id='107'/>
+         <instruction instr-id='107' subinstr-id='2'/>
+         <instruction instr-id='107' subinstr-id='4'/>
+         <instruction instr-id='107' subinstr-id='6'/>
+         <instruction instr-id='107' subinstr-id='8'/>
+         <instruction instr-id='107' subinstr-id='10'/>
+         <instruction instr-id='111'/>
+         <instruction instr-id='111' subinstr-id='2'/>
+         <instruction instr-id='111' subinstr-id='4'/>
+         <instruction instr-id='111' subinstr-id='6'/>
+         <instruction instr-id='111' subinstr-id='8'/>
+         <instruction instr-id='114'/>
+         <instruction instr-id='114' subinstr-id='2'/>
+         <instruction instr-id='114' subinstr-id='4'/>
+         <instruction instr-id='118'/>
+         <instruction instr-id='118' subinstr-id='2'/>
+         <instruction instr-id='118' subinstr-id='4'/>
+         <instruction instr-id='118' subinstr-id='6'/>
+         <instruction instr-id='118' subinstr-id='8'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='122' subinstr-id='2'/>
+         <instruction instr-id='122' subinstr-id='4'/>
+         <instruction instr-id='122' subinstr-id='6'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='126' subinstr-id='4'/>
+         <instruction instr-id='126' subinstr-id='6'/>
+         <instruction instr-id='126' subinstr-id='8'/>
+         <instruction instr-id='126' subinstr-id='10'/>
+         <instruction instr-id='126' subinstr-id='12'/>
+         <instruction instr-id='126' subinstr-id='14'/>
+         <instruction instr-id='126' subinstr-id='16'/>
+         <instruction instr-id='130'/>
+         <instruction instr-id='130' subinstr-id='2'/>
+         <instruction instr-id='130' subinstr-id='4'/>
+         <instruction instr-id='130' subinstr-id='6'/>
+         <instruction instr-id='130' subinstr-id='8'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='134' subinstr-id='2'/>
+         <instruction instr-id='134' subinstr-id='4'/>
+         <instruction instr-id='134' subinstr-id='6'/>
+         <instruction instr-id='138'/>
+         <instruction instr-id='138' subinstr-id='2'/>
+         <instruction instr-id='138' subinstr-id='4'/>
+         <instruction instr-id='138' subinstr-id='6'/>
+         <instruction instr-id='138' subinstr-id='8'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='142' subinstr-id='4'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='204' subinstr-id='2'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='208' subinstr-id='4'/>
+         <instruction instr-id='208' subinstr-id='6'/>
+         <instruction instr-id='208' subinstr-id='8'/>
+         <instruction instr-id='208' subinstr-id='10'/>
+         <instruction instr-id='208' subinstr-id='12'/>
+         <instruction instr-id='208' subinstr-id='14'/>
+         <instruction instr-id='208' subinstr-id='16'/>
+         <instruction instr-id='208' subinstr-id='18'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='266' subinstr-id='10'/>
+         <instruction instr-id='266' subinstr-id='12'/>
+         <instruction instr-id='266' subinstr-id='14'/>
+         <instruction instr-id='266' subinstr-id='16'/>
+         <instruction instr-id='266' subinstr-id='18'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='325'/>
+         <instruction instr-id='325' subinstr-id='2'/>
+         <instruction instr-id='325' subinstr-id='4'/>
+         <instruction instr-id='325' subinstr-id='6'/>
+         <instruction instr-id='331'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='4'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='343' subinstr-id='2'/>
+         <instruction instr-id='343' subinstr-id='4'/>
+         <instruction instr-id='343' subinstr-id='6'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='348' subinstr-id='2'/>
+         <instruction instr-id='348' subinstr-id='4'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='352' subinstr-id='2'/>
+         <instruction instr-id='352' subinstr-id='4'/>
+         <instruction instr-id='352' subinstr-id='6'/>
+         <instruction instr-id='356'/>
+         <instruction instr-id='356' subinstr-id='2'/>
+         <instruction instr-id='356' subinstr-id='4'/>
+         <instruction instr-id='361'/>
+         <instruction instr-id='361' subinstr-id='2'/>
+         <instruction instr-id='361' subinstr-id='4'/>
+         <instruction instr-id='361' subinstr-id='6'/>
+         <instruction instr-id='361' subinstr-id='8'/>
+         <instruction instr-id='367'/>
+         <instruction instr-id='367' subinstr-id='2'/>
+         <instruction instr-id='367' subinstr-id='4'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='383'/>
+         <instruction instr-id='383' subinstr-id='2'/>
+         <instruction instr-id='383' subinstr-id='4'/>
+         <instruction instr-id='389'/>
+         <instruction instr-id='389' subinstr-id='2'/>
+         <instruction instr-id='389' subinstr-id='4'/>
+         <instruction instr-id='389' subinstr-id='6'/>
+         <instruction instr-id='389' subinstr-id='8'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='395' subinstr-id='2'/>
+         <instruction instr-id='395' subinstr-id='4'/>
+         <instruction instr-id='395' subinstr-id='6'/>
+         <instruction instr-id='395' subinstr-id='8'/>
+         <instruction instr-id='400'/>
+         <instruction instr-id='400' subinstr-id='2'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='405' subinstr-id='2'/>
+         <instruction instr-id='405' subinstr-id='4'/>
+         <instruction instr-id='409'/>
+         <instruction instr-id='409' subinstr-id='2'/>
+         <instruction instr-id='409' subinstr-id='4'/>
+         <instruction instr-id='409' subinstr-id='6'/>
+         <instruction instr-id='414'/>
+         <instruction instr-id='414' subinstr-id='2'/>
+         <instruction instr-id='414' subinstr-id='4'/>
+         <instruction instr-id='414' subinstr-id='6'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='420' subinstr-id='2'/>
+         <instruction instr-id='420' subinstr-id='4'/>
+         <bounding-box x1='73' y1='426' x2='534' y2='587'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-str.xml
new file mode 100644
index 00000000..260f5e01
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013-str.xml
@@ -0,0 +1,259 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-013-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='152' y1='564' x2='236' y2='572'/>
+            <content>General Assessment</content>
+            <instruction instr-id='97' subinstr-id='-1'/>
+            <instruction instr-id='99' subinstr-id='0'/>
+            <instruction instr-id='99' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='242' y1='549' x2='331' y2='587'/>
+            <content>Alternate Assessment
+Based on Grade-Level
+Achievement
+Standards</content>
+            <instruction instr-id='103' subinstr-id='0'/>
+            <instruction instr-id='103' subinstr-id='2'/>
+            <instruction instr-id='103' subinstr-id='4'/>
+            <instruction instr-id='103' subinstr-id='6'/>
+            <instruction instr-id='103' subinstr-id='8'/>
+            <instruction instr-id='107' subinstr-id='0'/>
+            <instruction instr-id='107' subinstr-id='2'/>
+            <instruction instr-id='107' subinstr-id='4'/>
+            <instruction instr-id='107' subinstr-id='6'/>
+            <instruction instr-id='107' subinstr-id='8'/>
+            <instruction instr-id='107' subinstr-id='10'/>
+            <instruction instr-id='111' subinstr-id='0'/>
+            <instruction instr-id='111' subinstr-id='2'/>
+            <instruction instr-id='111' subinstr-id='4'/>
+            <instruction instr-id='111' subinstr-id='6'/>
+            <instruction instr-id='111' subinstr-id='8'/>
+            <instruction instr-id='114' subinstr-id='0'/>
+            <instruction instr-id='114' subinstr-id='2'/>
+            <instruction instr-id='114' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3'>
+            <bounding-box x1='339' y1='554' x2='436' y2='582'/>
+            <content>Alternate Assessment
+Based on Modified
+Achievement Standards</content>
+            <instruction instr-id='118' subinstr-id='0'/>
+            <instruction instr-id='118' subinstr-id='2'/>
+            <instruction instr-id='118' subinstr-id='4'/>
+            <instruction instr-id='118' subinstr-id='6'/>
+            <instruction instr-id='118' subinstr-id='8'/>
+            <instruction instr-id='122' subinstr-id='0'/>
+            <instruction instr-id='122' subinstr-id='2'/>
+            <instruction instr-id='122' subinstr-id='4'/>
+            <instruction instr-id='122' subinstr-id='6'/>
+            <instruction instr-id='126' subinstr-id='0'/>
+            <instruction instr-id='126' subinstr-id='2'/>
+            <instruction instr-id='126' subinstr-id='4'/>
+            <instruction instr-id='126' subinstr-id='6'/>
+            <instruction instr-id='126' subinstr-id='8'/>
+            <instruction instr-id='126' subinstr-id='10'/>
+            <instruction instr-id='126' subinstr-id='12'/>
+            <instruction instr-id='126' subinstr-id='14'/>
+            <instruction instr-id='126' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='4'>
+            <bounding-box x1='445' y1='549' x2='534' y2='587'/>
+            <content>Alternate Assessment
+Based on Alternate
+Achievement
+Standards</content>
+            <instruction instr-id='130' subinstr-id='0'/>
+            <instruction instr-id='130' subinstr-id='2'/>
+            <instruction instr-id='130' subinstr-id='4'/>
+            <instruction instr-id='130' subinstr-id='6'/>
+            <instruction instr-id='130' subinstr-id='8'/>
+            <instruction instr-id='134' subinstr-id='0'/>
+            <instruction instr-id='134' subinstr-id='2'/>
+            <instruction instr-id='134' subinstr-id='4'/>
+            <instruction instr-id='134' subinstr-id='6'/>
+            <instruction instr-id='138' subinstr-id='0'/>
+            <instruction instr-id='138' subinstr-id='2'/>
+            <instruction instr-id='138' subinstr-id='4'/>
+            <instruction instr-id='138' subinstr-id='6'/>
+            <instruction instr-id='138' subinstr-id='8'/>
+            <instruction instr-id='142' subinstr-id='0'/>
+            <instruction instr-id='142' subinstr-id='2'/>
+            <instruction instr-id='142' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='73' y1='515' x2='143' y2='543'/>
+            <content>Content standards
+taught and
+assessed</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+            <instruction instr-id='192' subinstr-id='2'/>
+            <instruction instr-id='199' subinstr-id='-1'/>
+            <instruction instr-id='204' subinstr-id='0'/>
+            <instruction instr-id='204' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='73' y1='490' x2='123' y2='509'/>
+            <content>Achievement
+standards</content>
+            <instruction instr-id='257' subinstr-id='-1'/>
+            <instruction instr-id='262' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='73' y1='465' x2='120' y2='484'/>
+            <content>Participating
+students</content>
+            <instruction instr-id='315' subinstr-id='-1'/>
+            <instruction instr-id='321' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='151' y1='535' x2='194' y2='543'/>
+            <content>Grade level</content>
+            <instruction instr-id='208' subinstr-id='0'/>
+            <instruction instr-id='208' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='240' y1='535' x2='283' y2='543'/>
+            <content>Grade level</content>
+            <instruction instr-id='208' subinstr-id='4'/>
+            <instruction instr-id='208' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3'>
+            <bounding-box x1='336' y1='535' x2='380' y2='543'/>
+            <content>Grade level</content>
+            <instruction instr-id='208' subinstr-id='8'/>
+            <instruction instr-id='208' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4'>
+            <bounding-box x1='442' y1='535' x2='528' y2='543'/>
+            <content>Grade level extensions</content>
+            <instruction instr-id='208' subinstr-id='12'/>
+            <instruction instr-id='208' subinstr-id='14'/>
+            <instruction instr-id='208' subinstr-id='16'/>
+            <instruction instr-id='208' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='151' y1='500' x2='194' y2='509'/>
+            <content>Grade level</content>
+            <instruction instr-id='266' subinstr-id='0'/>
+            <instruction instr-id='266' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='240' y1='500' x2='283' y2='509'/>
+            <content>Grade level</content>
+            <instruction instr-id='266' subinstr-id='4'/>
+            <instruction instr-id='266' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3'>
+            <bounding-box x1='336' y1='500' x2='388' y2='509'/>
+            <content>Modified level</content>
+            <instruction instr-id='266' subinstr-id='8'/>
+            <instruction instr-id='266' subinstr-id='10'/>
+            <instruction instr-id='266' subinstr-id='12'/>
+            <instruction instr-id='266' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4'>
+            <bounding-box x1='442' y1='500' x2='496' y2='509'/>
+            <content>Alternate level</content>
+            <instruction instr-id='266' subinstr-id='16'/>
+            <instruction instr-id='266' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='151' y1='426' x2='230' y2='484'/>
+            <content>All general education
+students, most
+students with
+disabilities (with or
+without
+accommodations)</content>
+            <instruction instr-id='325' subinstr-id='0'/>
+            <instruction instr-id='325' subinstr-id='2'/>
+            <instruction instr-id='325' subinstr-id='4'/>
+            <instruction instr-id='325' subinstr-id='6'/>
+            <instruction instr-id='331' subinstr-id='-1'/>
+            <instruction instr-id='337' subinstr-id='0'/>
+            <instruction instr-id='337' subinstr-id='2'/>
+            <instruction instr-id='337' subinstr-id='4'/>
+            <instruction instr-id='343' subinstr-id='0'/>
+            <instruction instr-id='343' subinstr-id='2'/>
+            <instruction instr-id='343' subinstr-id='4'/>
+            <instruction instr-id='343' subinstr-id='6'/>
+            <instruction instr-id='348' subinstr-id='0'/>
+            <instruction instr-id='348' subinstr-id='2'/>
+            <instruction instr-id='348' subinstr-id='4'/>
+            <instruction instr-id='352' subinstr-id='0'/>
+            <instruction instr-id='352' subinstr-id='2'/>
+            <instruction instr-id='352' subinstr-id='4'/>
+            <instruction instr-id='352' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='240' y1='446' x2='326' y2='484'/>
+            <content>Students who need
+alternate ways to show
+mastery of grade-level
+content</content>
+            <instruction instr-id='356' subinstr-id='0'/>
+            <instruction instr-id='356' subinstr-id='2'/>
+            <instruction instr-id='356' subinstr-id='4'/>
+            <instruction instr-id='361' subinstr-id='0'/>
+            <instruction instr-id='361' subinstr-id='2'/>
+            <instruction instr-id='361' subinstr-id='4'/>
+            <instruction instr-id='361' subinstr-id='6'/>
+            <instruction instr-id='361' subinstr-id='8'/>
+            <instruction instr-id='367' subinstr-id='0'/>
+            <instruction instr-id='367' subinstr-id='2'/>
+            <instruction instr-id='367' subinstr-id='4'/>
+            <instruction instr-id='374' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='336' y1='426' x2='437' y2='484'/>
+            <content>Students with disabilities
+who can make progress
+toward, but may not reach,
+grade-level achievement
+standards in the time
+frame covered by their IEP</content>
+            <instruction instr-id='378' subinstr-id='0'/>
+            <instruction instr-id='378' subinstr-id='2'/>
+            <instruction instr-id='378' subinstr-id='4'/>
+            <instruction instr-id='383' subinstr-id='0'/>
+            <instruction instr-id='383' subinstr-id='2'/>
+            <instruction instr-id='383' subinstr-id='4'/>
+            <instruction instr-id='389' subinstr-id='0'/>
+            <instruction instr-id='389' subinstr-id='2'/>
+            <instruction instr-id='389' subinstr-id='4'/>
+            <instruction instr-id='389' subinstr-id='6'/>
+            <instruction instr-id='389' subinstr-id='8'/>
+            <instruction instr-id='395' subinstr-id='0'/>
+            <instruction instr-id='395' subinstr-id='2'/>
+            <instruction instr-id='395' subinstr-id='4'/>
+            <instruction instr-id='395' subinstr-id='6'/>
+            <instruction instr-id='395' subinstr-id='8'/>
+            <instruction instr-id='400' subinstr-id='0'/>
+            <instruction instr-id='400' subinstr-id='2'/>
+            <instruction instr-id='405' subinstr-id='0'/>
+            <instruction instr-id='405' subinstr-id='2'/>
+            <instruction instr-id='405' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4'>
+            <bounding-box x1='442' y1='456' x2='528' y2='484'/>
+            <content>Students with the most
+significant cognitive
+disabilities</content>
+            <instruction instr-id='409' subinstr-id='0'/>
+            <instruction instr-id='409' subinstr-id='2'/>
+            <instruction instr-id='409' subinstr-id='4'/>
+            <instruction instr-id='409' subinstr-id='6'/>
+            <instruction instr-id='414' subinstr-id='0'/>
+            <instruction instr-id='414' subinstr-id='2'/>
+            <instruction instr-id='414' subinstr-id='4'/>
+            <instruction instr-id='414' subinstr-id='6'/>
+            <instruction instr-id='420' subinstr-id='0'/>
+            <instruction instr-id='420' subinstr-id='2'/>
+            <instruction instr-id='420' subinstr-id='4'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..8f5ea8e74405b89300b87faad0d85b80e9105dd1
GIT binary patch
literal 90389
zcma%?Lz684lPKFZPusR_+qUh#ZQHhO+qP}ow(Z+`-%QL~&1P0rQU9PKGszT1#p#&n
zSz*Y=uj7kg*a#U39gMAEczGFQ&Fn2)EeYBGb5Ujxx3YCLb0%aEw>5G#6E!n&Fg4@n
zhjDRrHZ!t=@yOZL({dr@aDHX+7whf3&}@U1C<MBa8sA`wYaF^d7~_}p``f^kmDDwv
zC>e?W8{@0_t!HsaX^IhG>?FPwdv8rr))g_9IB_%$dQQ;o$IylU8~v-FKlk&|KX%*g
z{XYI@{mtShe)s$3W;5P`*eBvwH@}O4zA$ru<5S-)-C<ssq6o)~<I<^K*4>kP`_EbW
zetvHU@8{9x2I4&=*;~^xiI38q-F|%A=f&x@ok;-fxz6*(_aARYvo{iiP=9R0nCbCm
z2RDPfH*c=<KKE|-A0?_YH;tc0jo`iBc?W_yBitK^>gU@q-d|UK0XGH%x3gd0k2?$H
zu3i*~u|D1bMwDzBJ4h?HEZ*@kMz$kc%btReHtGbU9oVxHT@p}QJvZT-!fNnb?`HR<
z<qxvgxaZ4RLp#z8(V$R=!S>~n{-4Ly{5~&FKj3}z1+TZ4kI{zoZ^Dz?{kc*77dJ&G
zaNk=>c!!a`_TGr-f4JeJddkMEClwtAoe$L-c@U}cp__=qvX$#k+9|GG*XV78Ei<4;
zc?SQ;fPtTH6%2acxBOewW4zwFyrHAP!kUkIxLQj)djn=QX=~Gm_*z>W-0BVbp-4FG
z4ubvN#NoPs12TK;V>v+%*c@Fo;ps^lpb=<B5&#B&gs&mz-!Yv5if#0ya0LyR{iT78
zpH3UTAJmSomaDh0rcxesEyK`Y$kKe3{BYihkRsG>Ld-2F*6uyr1h2su^4E36hMYv^
zM1yDEmPDy5_UpcwU_fAFqMJ<irm?+WR_mZz_!C$3ZNQtz-OJwRO7I8(R5FbWC7ISI
zRIFp5qd`|l$RM8EGH(In3>)|KGv90i9&SZN@P_;>x$0rIXZej?(LO8<Tkir;)^k09
zYd><(rNMGzM**nZWgX#MdfIXgH+NpQmf~=iUXFs+cST5UouyyUZ75;bt~h#!L<a%Q
z8&l=b2_`>TrkFJ36D9_K<0JRu>Nj|=9gi>#;kyG96y!a?DJvYt>nAyjm2P%uu6>;y
zLEiVh-rFNar`TJt-Yu(iB!KJp&$?;N7_;W*+Rw*{9%bxR@@{B?x5WZuqL~+Pj0&@M
z`M2u*@0Q=#Zoj0li$a!re1ph>di1U;tul#$8zecbsg=XrnSI%jC`3j=`Jg6UNhUNJ
z3~>bn!z>9D#l4(+j=U`jN2US-rR0#-MhvDWgsJcTAa@P2_-&kR-yKvt$_r{r1h&vO
zD?11#aMd(bSw1;4#XJG%Ipf-)i2Xg}lmfh2A~{Zo7Yr|j#M%jyeFJbD)O9U-L42C|
zUp;-gNpyV)CS`<z*t%$BGhI^@8@1445UmNy@wlYKnZ&Bx26=d4FT=|q*NY2=m~Hgw
zXJK3kXoH^VyWzPY`}AhoQ86zq>?A#!laXk2^v3*2mlke9JJcg?;?6*6FUM|z#Ux4!
zZ<7Ml4F*)Y6lO0Z2uabkXZ~np&z|Y{&A)}*cs0ogUb7@SC|u8UInDGBMvCky4J8&+
zxa;sgaMd7&-JhXIIT1qX@UY12TLC(Sp|kYvdABnLP&6!U;#DvSXzUL4>Mg*Te7U!e
z*cGG1DmguKit5m1WKG`{+b!FKT)i8xeB_gby0Wg*g~s|rU%~t=UOV5OZ4_i5Y1%zJ
z7)S5qDTp%fi}Bqkg2+LIk+5)PMp8UQ<T{iU=8eQcJt;4}KfAPP`>lfk)IHOLbx+3Z
z=UUSrZFF_kOr&-$nwEE@8h6fbF-t-W!S5QRk&-P0$@iy?stdsB2Xjz&Dk*6u>QiMJ
z4W09UVNxWPf+A1D$wLhZ{}S8JD@3q(PeYc={01(?XXIrk{oNZP`39nNX~OTKio%gB
zQjyxRzp9Zum&Wk4*2)MF9zfPD@EWNx1`zvq0=LMz6O)Iv<VnwB*Df@;|CNpazYJ(^
zvrum&%A|8EosSVoMuXsX(is<xi7@hlcb;#HW4(wAlopPGZZ8&HQrn#YBY9$IH#3@+
z2jBmM*ufGlWGVhj^MW6@NUYgc0fe9$hp_K5lJasp#32feZIp~q@m<qscvdtB0grKN
z?4_A)y;%hTVd6;1DYb^MQh=mP_f-niavmp!frXdgVa+s#FVv2uh!+Bt7-#*yx_Kh-
z0X0?=(OxkGGX?wzfWV4_KAVp-U+J1a+<1p(GdMrbD#l9bYd0a0M8N9%1Rp1u`3q>v
z>NqWnk?iA5gs1F;9R`l+Ov0lhTj6<7Ilu@dgcK8sZ_Y^AWKMbYYa1J+SrTsbr96#L
zZBI~2#vubpV2yq}XC&%(zU93Y%`cebI9GhY?F9a~+>*V|ltK1!t3OOePAEl_Wpg?s
z&r4E%u~*-PZ>ld5D!fTz^|3Y&&O=45N?fVliG*QBg01k(!!xe1@yzP~CC-FDPvO{H
zoseg7p}W`vKc#39f;FZcXen#Qojrw(4;QDXtWnZYaY-I_49%8}(YYXJx#L{6hGNn&
z8quFYUcG;9y!7?#)p9D4awT*0#$#C2T3<veX3PHbT^%bax+Jp*pNR=)zRMDRPIi9K
zb9|4#zBA%vn(Gw4LOGU(C}@DGPHH?AHTm>20TCZPIT9$okQXuMX|)NWqdx5Xz_zTX
zF9p=H$468jnyowrk^zt@78Hs=XWC=_tCwbJeV1|Cb(lficUostHXjL8X6_NvLNuc^
zG>n9bcw43p3T}b}NMZzRCqXEGBR|ugtFtiY@_N>u0D(H0m#>wN#+epuvoVP++J+|?
zsbd#g*IL?!s`0t<)_#^<A)AtRs=YrmkHD3HzSo;I<&d#Lo3{mx$Yd}#vv`#D(kF8P
z{Q{ZI13PDp4(8-I0(^W=2q59@cZl<wCr}c1;#|FLyfqZ=S$#I!U}XviXbYqf%XAZ+
zwJO6fIFDt7MFdJPKr>!JofiFsj_Qvq2Kf&>+*W{m5j?8|@)?kffgD11-du~~!NmA`
zsu_qDZ-uqOpWdj+XZcaDt1tMwwV6WM&O?ZXkzDbYMTDVUG)ZH>gDmHVubV<kJ&*n5
zLe0CnXQOZV=d1ht&ii&hHiB>Q6fq?svlegqioTOy_w(}WpQ0Cx9scC%U0VK=AXX%*
zAqiumM7D_45$(9uy84nu0&PXeW|oB(sw+)pFP#CAv>X|h%3%y=*#=+^%M>fmX!zPc
z+8fO~<}Of?EDTyW<lwV?TJH{S0vY*s&trHsvYvrC?axRJ%Rx-psMEX^&t$z&v%E!_
zF-^o4>u}JLq6F3{r8vR=`=cos?m+D+kfma&l}mi5Xw-16`R0X{4v$~Wo<zQ^-Ig$z
z<fWYpq3oRS5H#WMh)x%znvaHLjf?rPkaDOAan!}3W*iQPWOs@-ULgD2ja6ND13MUv
zv2&#susrzULRx?VZ44NT^h9G44K-t^ZGj02-h;<I`9;CA?bL8F4~%UR+A|@<W)q|F
z2j23%HZn3>8WJ%}YdQBI1AE%r|0l_-3BwOuU!__vOil!@I4x*(p2!VaeNk}^i$-}s
zyc8YA%O!3}O2p17f@dX9;VUS*$usx3zR9exF#wWrL`TdECO!m*w6Xa`fkInY>DuO+
z0&Zr}+VRc<4B@j(jlm2_1$s<tqav-`vLrx@y$}`1{smqYaJ~|ErH?pyd2pl)OqRM?
z4%3x)!v{+hhL~@GqZIEUJFe?W7zuo}$<l>^!dsKrV<y>ayvXr>SP=w>81RX94tk=C
zPMj$fPkCJ7vcR2rk<WARxnmn_lvF{Lzs@Y>RKCl7Z9E(RKjbj02TH?q^0#2@9Z2>k
zc=FEcp;AU{)(1L{UPRE_4Mwyl0cgZT8uJ49CWc2!V#5DnYqM+=h&hv(RHORAD$@VW
zFTK%rYadupIS1?8sDKhwUscCx2hX>!L@4MhF-QYxQk>&HzOD|>8iK1@*ZrF>eo$U*
z=zkLNQED0>!YzW;EcsfpbMSgOuypnkr|mE^VW<#V1FYh?P(Ye|{D#Hp5UKvYM00Of
z0u81Fq(AN?PcT;6K0RkCCrh>%Ti^bnS&Cak2!?yEJHr4Qf-o<S+o%wNAe0xP#rW52
z5nV<<RGAeYSpE<04M_blC;Qj#n`;<bUkTqb6zcn)m%z|@6s63Ot`;0EouMlQBi6ae
z63kTx!Ms~Nfgk_Q4*!mO{PHkQ&2zU`F#WEp%YN?fkv5WKF^JzNI%65uZ)*#Pkf4lc
zUx48_eF_-j8g`nM{`+?s!9ODel=oe&5$t7-?A35yEv;2ft@U*D$%)+As4DeLhH0gb
z_bEcwWUteikQM6d<<pw=<ft}QZ7AEQ2*LYT4^cxCLc))USw_M1UHl|HJDVxR3)pRk
zQ&*DN?KX5d=?;~Dem=2`@DvH;;k2Lds6IElrl?w^Ucx<ak5tR+MNATYLY@-RtuzhP
z==?I}5uMprA09>?+<x**tkOIaCL}}ooP(ex)@fOGGPRU{JxG_{HS0JiZ<<!HWRy5c
zwz_dE2=`tnB8k^YGbl9HT5U)Fv|`x&3#E+%hJzuaOf3@`tHtSw59jhH8qHBL%&MF*
zqazWx8A|09qs6XJ6_Gzk3HcKZhC&DIH?-wp5R#d#ZAIElDkS$-2QHSK_jqvYGs&~*
z^FAR<r;<?79b;np8<s+qTtY&(Mm-r@uVH)A(B2zYw)DCYVzoLznjyK7rT?~wD2>H!
zSS-&Z(N9I=H-XnzzwB}XH?u^)0CI={6l>Q|R*~+7nq?mMBij2p0v0NH3cMwyY6+}w
zutGERUhJw;{D*E`Ax83nTT_jzt2cG^iN%Nm1Gcmf^!E)p<+qz!0W39{I;`o`b|yR=
zP3oss3u44%NT$+<diWY0nC%}WSTVQ<t~XIv6Tn-mn=~gy&f&MOFn8^Wcn!<`PG&9E
zQBz2NOyaOk`Ryj?Dq$TR>SA?*<?=~V3O|elT9aWO2`k*?n{N(Dspj5@A0QN`D7y}B
zA{Nn5(Utw-jPN0##D1($=Sj&!xvLmk+XaRZY#JybD^ZyWDz)z7biOhGh;@<Nem1I-
zw{4<;K-j4`V-~#UlbEJy%6D>Yz?RXnd{af3Bt~!XhPkhZ@~XM}3g`MKHVyO}O8xLF
zn!XjZTCSGWuY|5OSHm91ihkmP897zsXINKclF;*96lJ_0r~YV9&!BS*wj2qbKU%>k
z1AOo4Q@-M^AB2N#A)oXvjxL9)7YcV1jRf;2(efi5u)>e$>)mx}gA58^{Ekfo<0yHg
zuGyyc%r@+#4RiG*yB0@OwvWSxG;-Fe$oDQe`E}z7%1no(dB3a8iD+AblvUaK=M@pC
zAgSj;v^XoEGPD|tWZ&x^lwns<>RiKEmLT7X&`!8EL#a+QI(2CzwP`G668x7@B8dS5
zZnCBwKVTx7r62Z6t|}a75+M)UvIH=J^<b6?8Xy-Rxm7|tx1oWQz77xngk!vC-ROD2
zxv0_^VU`eqKXKyZA_}HXopnC38IPjBm>dO9D_2nFF!*$4*#|!st^o_eXBe|FyT1{b
zUSeq(jsDW`EiTpV%pkpBSh?qL4%Xcy`rM{M;^BO;l%(qQ#kB{1@A%^Avag31?;g()
zj*v%Cwtd%CeRb8nd~xd-%4YPoJFFM30>Nv`G~wv|a_X_n*VBC=ud%=X&C2I<e!C~E
z!D@TGPK*|ZJ(tzM$?W>>_#$$C)SbPZonLpT%8RMZquJTr-{09UU=%ON(9<gVCMAp#
ztL_l3Rmo41-bvXh;gypnEQT_OQ|+>R@JBx<TYfODv~%Sd9n#?n_-anVD}?o{3T7w_
zs?I1o%R&I_xrm6%??gE6W9cY`NOiHhQA;$*PW9;AMx!b%pa<K2_r+(cTL0Q5gL<rl
z)rX3AJ&HQ~s}Ki|AUD4>gHlPudI-cA0&v&b>jo&1-s<Btk8Y<@MSxTju8l=viUuO}
z!pGzVP-A+cqqk<vB*(kUg?K)(1V6u%PZ!RXg$<FmWr%dd6cTt$g@xNRgbw4{iOjL%
z9@!a<adj#MjznMkU}++e#9M15iM46WBYcF-kx_QTV_|atv|Uf*5}4V_`VM%0p}Is&
zz~NAwP#evy6gCvQq%zL|o~4;gvWXOFgyhFQ12+t_tjyf$X7ao=7{}q3HL-SZ1&Cfd
zy5aJBo>nCn+l|BYUdMuiUOVyJJQ)3KlKuD-nuqo7!zKL8d%)r`Bim+)S2~IzqA|~1
zO08=h?a!9lJEv&5-Kds^9KGwv>{HzrhpJ%WF+3ccF!Z@2wU7_ZLYRjK8$>e2=zH(E
zX@E`V^%MDjj@4MBimTM@6L=UP2HEVU+t4v#&D>Kl(@LLeT1I9P&icKi2WB**r7yI!
z@Vk59s;IrS@Wd`!8A)!cj1CorqTdqmta1UJJCUEnW_)a0|5BgErJyi^=FwGBUdc6|
z)JS_1SV6O^?ImN%LFm)Mzc(K>rXw>_#Ifgya(*S=I2Q?J>-Gv33M&UW@SvsHtDTa;
zVRcGpJibl8#b4{Qxs$pmui$1XFr*2w^0XUljy&!BG-gh87Zg(@3g8t#jAL?EYttWU
zdD!xl_+N#|Zyjv8=5K@w)|7(h&vsFpPR;@@v3rE3OiFo!2)<)Xb;xyGkP;LF0jY0T
zKWp>i?bdI?eY=OdqN00K|911H*%HV8@V^jm)U77~)*$S9DfQ>(v2iSEUT*6jTH_Dk
zgzkN4>(#f9^?FI@cEwL%_{t7(0^a2#U6VvCRC7S9_z5*9uQ0n>%`K7|D~4*hykdfT
ztA@9K`RaSgvbVc38jDr*Q((#99b=d;Pe~m285sv2$CDPicFOMaf`BnL$fRNbnkh>g
zT!hB2+&imLe-s98QEG}@keQ<H^+*DybpbQjBp0Jaq$S2*a%BPBQUnivO8$eCEp5lj
zN@T10#x{xxT^v6@%l_~A3yM)YNaXAw`O7$V8bjP3JJlMiDxsvH@2+%zA>5tS@D69W
zUK|zZtv7O@?)PP?0BoZY6^BET-&;Mn)Os0`v6y@(FMjkfMH{^*`)xVTX|EPVV9wYw
zQ*1_#GNmSCAOsHMR<7yLh@i7?je^2KP_u(Mjv6^wwB4>1(^$P;f}M$Z75N-i7s<o}
zM>e$8A1dN2>VIac^lC}DqR`6NmK1q&3%R@X$cFYMB|-c*2Px!gVvBJ4Dy847@^oxj
zjh$$<&-(~>&x#95o-QWpt14%?v*w)FnpJS+5o$t_db6dVHB4qTjZ~*N(MLv4>|>V~
z2FG2zGI?bs#;_3CHj>4YGt(#QK4s6}7f!qbJQF(SOy}ck!41@oE`CWHXKzsYdSGzt
z;=41NhzV_n`KM{e>Q2qs8`J%&EYTpNF{d4vqHbh*IJCv}P182>SHV!8I^B?{L;5@h
z$kpueyVg>@Uk*Y1ylrc1qC6R?8YMI%_1-$I*?dP4KFs?@(xd*?y8@#rp&;b!&5;`^
zS*3jaeen_N3UA*)t;*nI&)b`aaWi3lf{rDt<SL*5TOSf`yyP_Hp7BGg!oZ+jrTZZT
zIY~z4YIM!Xa+jJdTyZlb-=$(dV;ZXQ;CyyB^b*%#gS^q*M)*=+i-to&2#)=`)M&cO
zGX?t;gVQdb&;gOyFqS%NlMtYrq6Z!7XRLVGE<7~tJ3Uf!5Lar{8znw=o%^RX3IT$3
zaaNhJI@GGbqs<Pth2YS^7I%&2MWe3VzN7<FjR-)q_B}(wPXtij8N1A)W^kTvc|6C;
z>Y3XpHzOY0uh`p=M??%&t)r4G=Qdg9M!%y1*mx{B+hgky<|`L)1s*J?N>9H~)m7xr
zFZ&3ML2qnC6^6x<0EQ;Ro3&v$?ZOOIYh1UFNm*WT0!^_2)?~SqF3RZ~j2L+hWa$!V
znXvvP)q45(3MSy%Nd0GWYJN~MqXV69p>cHX38CM`M>P_Y6?_SC&V{dcM#=os<5*eP
z@cbk9@n1Mp&1;h-;zb97EDYmRB+=@Zk;ZyipqcWiil$I`VO`0KF|CA(3-Xmao;X>v
zH|Z}7;xNshfAmmOY-N1A6k{Qq%?ej*hP88B?Ahp%be$Od`|#R58;`j9Esf}Wl+#er
z%2~F~JIb^1ALwa&{7&f7i?yv5p9*&)b2F*+0ARk)<tZL>w8jUFN0(X)>WLzWH2aQ|
zq!h)^TLXc*w1jG1qqX{SuU5y#U@+xqqWzqZALbZo;=F-<bswboZfJg0{pG=N3LW0S
zq^KCbCCx>0U_5hq>c|0)35Q3>K^phsU2GHo-qh~tL^>%cGPpYR6p(1>brL;I>8^5i
z`Hq6tmWZT6Q~UpEBh=Vicp9rWBR4{qId2IZ3<lP?^PHRU9pGo+m&q{%8HHJU)$uDF
z1bBfp)@u8+ux3YepwRHe3)G0;ImJVk7Fz~yBEI!<(t=2B_41O|eAub?;Z7oWeTfn~
zx8hH|sUt#^M%qJ{u2X({hb~1o#5R$z%)apMB#Izl@61_+u`4Yj+SaV!qXD;<!I+`x
z93Qr?$=Vg*R9_cht4(Rn`XBfQJMGA@A+UD->-jy&2TS#}xLJU{@8@a$F)4V$Ro>+#
zoSgedK!^Onp`kN*0t+bWZt(7wr5oN07LtEx6w1yhs`~|^kz)-0!F+1u$O-P}U|+LK
z+BbZOZw5PrH1rDQC7An;=nY#OVyn`QgGnWN-j7x?L9f}0M^J*@^RsSb1Y@jY&~n5m
zhEtk~l?0LY-}!SLu8G9??!1wI-+Gz4#Gadh^;8e?u_iD;=mjWnlHl=#tQXobW4HQ&
zG~UlUs<jA?9B&9PC$UK=%HpKx=SQtiOUz(ma|wa?^}9)@KGyvQ8_f(@3rLJ@)MSR)
zLb=1mIc0YJ6;qG{|K!Kad1vrKIbh=op|4zGwH3Y%`l7#ummPiuaQDwG=S*Ny<W!`h
z_+#9|gsE5b)lW`5bIs^?{N*}mUb}D<e_!13@E@fVbeeCSK+R+!N;Ifk!-#HJ*$Z5f
zwGY577s&f2&_a*wHnTVVALjI*?Y}tHf6=M`o*eAVF#mI7=J;O_i<$HPLa|o)Hsf%|
z6YrkTUs|@C|Drwdw<xfR0UoE?Y@Li~Nd@4_vvb-$3(T`hI`a?o-n}`9=O?PB^2*?F
zG?fNaHO$1!#m927lmy^yk3on1FYb1KE<f&W?r)KQ-VbgcsCjYm?+`Qu^d8<xzB{)O
z`#s=iIrp$K0s8&DQG)M=qlT$?rC9oR_3FbfR|0yyUcN8gG}ElS3C3u_P4`9EcqVJ`
zh}qTcxd`?^>=sZzb^DpF#iMoiiDCTu{$2l!ULLbzg=xmVF8Ot(FTO9?b(t$yFMWHx
zyTbfZ*5#{K!*m67)29!z9m1{z`hHeZk^EA21o!LL7h(rag}LZvq?4~!0Ac1m(XkX6
zit^&D8;RZwBPy1L!pv$90}^~9+=SuTA(1P%N)OyIGBQ`DW8nIynO<{GvJcF=>@ehb
z3#GhA+^vjz?04|->(<X%nP77)Cu9b`A>9}YwpraJ$sGtepyuwwkw9Ovb;~e=znuyL
zbOwB57nGA^1*-8uHkxxLc3<pupf%ah@Esb;XQdYE^=>WW2-pbgrKpeQUW<(wzD@wU
zWmZ{Guzk49K8d^KD_?8US_g6AE{BHuqbgt+8RAka4Qr>4`b)=O<#Im*o}Io(SKIfA
z&RNm^(svvmT&aM^BR0>+7+%Q|)7~{JVPK{!^9QMMK3cZr3=<wB6ssoLEf&Le`Cz_K
z4vFWQPa}deWXtHK%X^|WXYFVx1FVbfgSz$<=8Hd;5U2-J^O{V%w{Y}RnS=x_Y?S!+
zkH))>OkTlD&c14S#k?D+82QBl6JaL3x*SgeYeq90Ggu5dF>{!djOUQfa%J6os`!2!
z!1xoXLj|C}g5n*0hGJ9)J9NwYZYo+gB!wn0-zbMtyo7=fg$*?V=NWg_2BuJSp4E$h
z!Ypu(JjhW>Qr?&zEr%oF{`!H5F65Zy#HEv%+F?$2ok!~20T3#%TYK{l@M_U*$W9I)
zV!Nz|D<$T_<IDMt0VxJj!)oA8iW|gf<sbyRvdoHxv#}`I?1R}bc5lM7=H8G*r*F=6
zVrFN}^?|XDHjWn~y`4C6i8c9X;}WLall|mLe57hY?!JSF%(Z|v*fHUby;&v9&8~5Q
z*lU5XAMhD-Au>`NpoKx!7{?BsvKRzwXqvZ#-w2oGwP+6=9`JOQYffDm=XAoN#3T|m
zpJ9RsRjvcvju-g+@od9UTFQaSDu?@Zr~(WdMqS2w+R-^~S!FH5G>gCu(qxjYeW_}J
z!YC)w;ZHGcZsk3o>ODsiFV&?>BLGs&(Cf?8$+cPtbX|&3PyH|pp2|nljVyoUb_{iu
zioYe=a13n%cx7k<p-{{d<0u|Vo16SI+bq3tRJ9m9?%)nGY9?T~g@!qZj@p(UuRlR8
z7zU$(_=;|IXr#(pB;XF))&2@B`%i(c4=kRgSw~qg?w;!GLQL4tyW|Rd>w^GT3h;!Z
z26ky@W&}7ORbwj{T^eGaiP|dtib#@Xv;}q;9KJ9lCj;Gc3KI)G5U-OU^e7YWEp|hj
z_!8Qs0BLcp)wr5@65Kgj{;%&v(}5?S7bFCm*~dFCpbyzmH3QFXq2@>@C?r6+plS?c
z?mAs@xyfMMt(4D}h5=!vCud1$g{B+NH$BNBahsrQB)_7TO`yvMm*OI}Z0-i%p4veN
z`wp({p|XN#sp0lj@n7eJCiD(P>E-3@*nReq?_43g?_bTDG#78yo;OFkfri99cW_=N
zB%Hw|PQzLzB?+98UbC`BXp#IJ=xopU$VF!ZRikks!Z2>UeXXa&g$%H<O<(f1zep>k
z#?s0}VnWL&+1v8avf~bW;%=dp^QX!Ba94Gq`n3mKE>l}+LT@_UpQc3++pHutjq<H;
zT&JQn%Tqxk)ic)6vCB_s!iK<Jxi!^Dyx3Kn*EQ1zOo2wicZ|Fcek2fZ4g)C=L`BW<
zBUt=DuB~1#>7O^*H&*vVobI6F8|Ot?9Aa}lJ^j8Ny*zgKiZ8(8SP`GAR^D%%xcdn8
z4{0ybR)iAxtPKXe`y*j%fhdFO4EO{b@$sLt2hW^4_-n)N?TA2zpFgiHd_6dQ0=}Bz
z5=P8K!VyAR;51Wgx|&ucjzkDHgN+<RRmi6mkOvZ@Au)x+?-N}2SSgLT`Qe}1LowWU
zB^C!{9%%+biUqy0Jv6!CViyxQxfTkc(ZP_#Aym`H<U+Ct)uX^YfsNE~rpA^UTMf#?
z3>@LJ!#DJ_DPm<9nR*7gE<DuqBUJ?-*yba#>?;Ns+TnFhvAwOJ8pYsUQmnwlQ)Gv}
zfw0g^%QbH69E@nU08WVP@ZlRPmXNstHOGz37kF1VRm2tSuG(YESf@ah0p5l^LZy$z
zt`&kfiJ<&!pH71v5K10yL!lP&xbTB?#CDqmCEPGF_3UhiLJCm*dUs1MC<Hk^W*!mp
zk%oadh#-#`SVs=(LDOX>5*D<*OiF|r)S<{#K5WVWbi`g`4#LEM5RGg%bMV+==n%9)
z8l3gRPt*mDD0F%;*TMmKrG-V%3~az<9vBldtBr(FFJ4Gg@J~3cbP*pY3s@+N0kUJA
zS~Kwy56xlJ7xtg_z@I_OtwYTiRPz_NZmr}^#&jQdpFAf-XNgn#5G5{dRB|vC3@3Q7
z8vYGJPk6L>8>Dn@+2c=}fbrbtii$v}8el9x&3%5LPEc+`==FQ%8To-=i2?%H`x}%l
zE>Lns;O(8y{7^f{t!6_Ux;LseRC+-q6mFu8x?Zz??$}UdhB#dTAAuCm-!vIbkl*Ru
z1_iFbDKJ%MAkvUZ@YHR}U5SxPT$E?gl)ZBUo~goBu&RjFh<O0TZ^uH-@XqW-aHi|=
zg;~)GZ6r)WPhf^%aA@cjt^hFDCbAZ=SbOo*gX7&+2*7$wJb07~O5OuTRDyhdC@}nA
zi!k6*4@Dq&I4U-8W6}lD^+X^p7>~kDWYs7wMP_ixkbNMf0olTQPP7G>ik9rcXU4qe
z4dSU`>wq%=L0~qAUS!P026=oJYYgQz?@Y%9?_Bd-{E_N8U{3aICu6?C^xjl&Win{q
zwJEh&0=bYZ;{hSnIl+W+RP>V}J{+}a_J}H)_(;jIhJdO(2slCy4dEYq&;c{$+wx7g
z`&+pow%+d*dTL2vtikU#V)b^xwvy~XK&Vck*E0qfD7wSW7@zV2In25$1quCg=~IMK
zr+wJ&=@En&sXHN(p#Pp_nUUJ)b7Lbj|LfL}^E1BA-!~=Ky}d7RKh9?kAhq~yk}nWa
zt5$B=(&uGkVXB9e1jQ{BWFe0#q&k!{a4_MD!$3jFmR)ZFSV*7#D2PWtqF?+FS^&}z
zS0fT|4l;}plo%-zl*0W2h!^M{m-UI^6AVs(TZpi2y0<O1#Br`wLZeHWRGz;*3KJvV
zawarCTRck;@zwTIP*C6vYR%hfG>_tcc)hyVZ<KVlF}okmJ5OXh8*@n88he>H^A3m(
zstb!Waa!(N*bCZ`HcH<uzgQc@^u_x43q}o>2RWVw1|3z)Lx;Pc+TLMI^nDui&YT8=
z+a~qqs75MSuyJ#DN@k|U<jZ46l3!x(piZc`#UH;A5kM8lG%a3X&f<rKp=nzj<J{#J
ziz2g)1Z8L^bb{;-mZZ@g3~94F_Eh@Sms!e@bwG9ziOpXs0@nR>E#B5?7h7yd)jXSo
zd)GRtAz>?&a&|lw|0spIBe-Y_c(1fkbYs2^kpB=sr3_vfn4-JDVV8_zwTIN|YAZV2
zGbx?^jhis{!8gP%f^Y77Dbn{bnATJC?*jxp8Tt;rLCOJ7O6On}BGt#C<r)4}CtjS_
z@p05RayTrH-4Y^+c)CnVS*rBd1m;kMb9G0{_N^lS5D0|x*H3VT=!i}rc`fyU+V=Q%
zhXo8n7~OTcIhYW&jXwf*9Pz{P)eG^!sAjF;=i}j_o#?O^%dHZStEEhV@RnRL7w-ox
zhD6}Wm$$ba`vmLl6dubw5U)@L3>)NQ8)&XagweZ~<5%De>w)W78S_R+Dzxt%`yB5<
z;HTA}M~;H|N}3ddN7g%MG0j*-_R$%!P{0~kJvE1(etoButEN!cAeP~0D`Cq{9z6nn
zQF%44rqQ_-guLGA>*CBNVz<uzpHRLarr`Q`H7sEddxbEa&{II(2f}QDn8HGt=fj6J
zw@HyXQnk;BRS3x8x>3TN6)ncP?NF)!0vJ;ew4;PQ5O6!x&V+Yb;l`l~X`BfEgtUm?
z?(N}*{_iJ<+BM`6qJ_QB@S|?XhI(jUCx)~HFfWxXxK~%vBG4~KIP(2_B_4aGH5cDx
zP{;W&4#9xWZLhN@N6tJ!(%rpXfohwiNb5@?Q=x!e^si#ldt%6#%w)J4D@|A+tQ`=X
z`x5oh_l!_D5Zgp~71r1B20pm*&w^QS%z`h4?Qe7YXx27J5RXqs*qhrp0uDr+9VM_G
zZK9Tl6=)w2RxrnQ#9@y5zUT^fd<XRfXmCJIBTL)i95q`pOnh~fs;TE-%$g)dxwj~X
z`x0<8850MhvXVYL<wl>#Z976h03DdAbI?c6blr4dNM*oZe*4oz6k(bgbmswvAeP`G
zv|`9;SyG~KCH6R1-@-{S-hzDAOhM2l3fVHSvz*D4f@irh7sjN?6vG^r%sC+`a+M(G
zF;i;6f8;9oQ<&MZcq!qlKxAkHSPhumr^>d;XBybzXm0rCJFfU=T4&=<)UI$AWiIwJ
z(`8BpPU7<h3iE|L>{Ei)Ir03sLlEq8JaHaSd=8iYd092`-qy(_=3y!RI>L?l_kb~P
z3^U9l(>=V^ePO`S_32sX`tKTi8*#e08O)Uf-^JgM_DO$E?M*OO?fWY618HAMI)GDh
zK_faY5RkEe71~_g>3!&#XKWd8j+Z|CJ@8zWeH7yyH_q^Pj#83mvHw>x(1{}?q57_*
za;)jZ9|;WAOA2kocWlB>cY=FW{Yhk7Sd8>7$KB+RYENh{^(4|uTI((%8pL`ID0inL
z3BMEaE(Z?TW?>|H2<*{(1x9HD(Lc=7+n`Gmv_&Rs2`946<z_{jstW0aD`QnLqX2a8
z>K5yhaRDFLcOmGUembhBe3pd|!(ABhpRWd|fnS-wprj<JbK_ehbr@8Meqx`apN)XA
zVb{2insJvTq6i&6^fO`ykq3?I?U^Df{`lND_8Wjvf*|^G0X-6!`jO0RVGnw2&-cUC
zOOZ6~<WJzbyAGgPag;3Hf$9&Y-MjuHkh0hi1pSVJ7-PZBK*>5|d#={-xCJ)-v(d`X
z+(~{YN5m67^&_pLmnrZwRg<^<<FlrL{Z*9q;&LlmwlVY#(_R>92qMg?%6PJG=34o^
z&%)ghD$3GjpvMqbn@wYu!JAB5x&Y)@Ybs1HySD||l+it(!e*I;dZoMkT%H4ovWE|?
zd1wGd-o#H9B^jtw`?%(}HSGOSXqNMF66WeoI23U`&Vo+@+`#`=0-hrvxZxm2K17r#
zw09IV?qEb3h2!F%2(m<WnHZ;b(0KJBbn}97K@$3=RM1s3_oCC-fzISkRo{Aq1Ml%)
zYj-AOx*T0+;l;A}5+Q6vsg)>qoAH(xeD}CsjoP`&BQE%H5iAR*d@P#mi80m4I>QF&
z$eS-3qk?1C1x0YI!^{*c<c)1GL?sD!$!Os$tTL<QZby$H0I!hVw*5tP?R(YR8_O)x
zncf%|ZxRFr@sQ2YAH2yMV$Z|1hD7cV)sYD3*gjko1vj<l`wZPCnhc!M1F~Te=?rV(
zC-(<d%=b&J@(?Hc1)S$OYe>B*r9m9)IZ`pmLxgUTC}Ata6zfB|29G~bG6%1mTx}e!
z#1LKD$XR0~lj~afD3))cJRGnxhPW8sAA)<NvF-<e9`SJ>W(npL*Vkoen#aZFlrm_q
zsp525^R(+)LnwH#311Vhgu>spI#%CweG9yNcxnKH;mTQX(vx35MH$h}bzNU}+=jT5
z+}9`ZC0K<F?^jq+U0x+JU@_+Ssfzg`i<@$V#%leQDwr9i1SIm%Yt5Sf-+ETFsQ&d6
zliKhu8PIP^DDQZNC6owfLjs_c4St?z5+n2PrgsB%RwcZFL!>9hF<N_H4p?kZfFO~G
z5Drp&M$6c$0Zny%So$hHFMSd((_3ZC3LrQ^Ce4;aSh<PSBNV~}L(6<+#F85}DjGIM
z-CApZ9V4=Hh)rt;AxiSd0*%2S-V}%dIbK>O))*y16GYPM=lSC<v>s$BFfsmF&o1oT
zNLg<+N;Qy4#sC3nulNV(#w=SXAF2$B!w)<<i0jz;<%_GecH3r0`(#gvY5yVP9;pr(
zS}zV066&sc00zDU4&^88C@04rLOKLT8IChZe7P<Dz=H#y1XjHxb;%r&s0Xc552*dX
z)3kW-Lz@qgj!TgrPuk8?GzBX*6FdSj9MZ7z+hd)OIoWBYR2`7eF>j@c5xh^?Nb4a`
z>!iK}ph!&4{F4keHWL@wPSrQ}IZ?>vnGE7Df9sEhW{t@AYiIU#7YQdng$veEy=acn
z4#Nq#Pq=*b36m~KO^s5S(s8x$ysi_I>g}jS(x`b4zM{IBljso`9=Rwaw&%kCgmUO}
zwm1C6e}XmSVMB~{Q3op%4)jovUyTyak}B%w_Ao?=)9mC~g$53r7<x}{*9-wW5Nqgn
z?wH16D^`iI?kWvRAwZkyP7)Ms24X*Ked|5TbUOE`e;_2`@y~<bg`77ZVI&yu;n-7*
z?EZi-MzGw|3xzVI%_N#d!dDqKo@njDsfYrkH=1N*PzF?*gcn4Nv71jopnt*7S%5=8
zW02&td%+8Z2wYOSJc-Ilhup#MEOuTeN!XEK{@7af;JpKD&z2qX{HxpxQ%~)RFN3d|
z?pB=79??A;nAY)?7Pra!3CsVyp9!?zorkyEof;>?tfZq7yUke~gXB;3_KTnQ#^D$x
z2;VKo@b=L#e!KV;g5BP+EMpCzxu_OZXLXY>r0}-dfg(H0L?lK5;=<+8wOuj_ED7ZU
zjYO)vuRv1zKu5Ot;pr+N(RlKks0?dxN}Tg=tN2TDlf7eV#&b|6J4+%dU$X3+cA(kk
zzK{haFX^gGR~UcB*_I*{X*n&qt2EiaP?ZD>W81O<rH;n5zK^h$pMPqqdLXRcaNA+7
zC161{V1gCU<E0+cyr57jHGVKyIUWJb#MHRcTlDR8p`yYUKuM`<g9@^+pa(m(&<i~o
z&Fx;9GoZ7#WLn1EQh7~79n`32k6BC-*`C?TO)*c&+AL4j&`*o9%-KxyYCyM^`cK@-
z5lwUu6E*YX&#wysR-<t91LHlK^{ci`Sm~Ig5$sQv%(TfrkRaod=GmBCihsbgJ|c;E
zTjV<QDen@On4BO0X9U95#gDXQE837<LbRj?s3KO<+Mf`<CA7*Df5Cjia0Cm(5;@?R
ziV5pd8g3R<bg)5!A1%k0eFpSO5M@84gs1M=%OCDZIrP+1!;Ac>h<GuK7VI0Fq~rgZ
zB%SqmKugWUtcper@XUK@;v3;b<9miv#cFAP_a6)@Mvbq<5)>&5C%rZvA0gP$TVA{<
z;-EH)-*+hnQkqnghOl!LM6V)eT`Y($(@CM_MHw|*`WDOKEb5GUwMRf<dDiDG<V=<S
znKu@tP#2Fjop#)=o?V+Q=A(5tc=1e@^h5rnW#BU^NQgE~=?<|?pQ2h=d67Cu$x`wy
z3lOJIUrIxxWZYX%q+Lh$B+x>Nk*Jj3WzwdhE~~NWrHl}+O&WrHGPU>Ft0ZdPCx})w
z$Y-kKguG#A;7`8vUuCnh86-tC2)tUDF<0KBB)6NNK62!}->Otyst7Pr*P~tcwv>s@
zbR=GBN6P?kAMi7>;_F4JQRUUqFRH-FT?A=HLr@kl1>J$n1ImX+oV8-}wO(!3_?yCq
zZUxv(L^o?<^%+I1GGWLDMM|hc+dd*=$YN>GI<iyCpo7xms2y6&v(Sm+llvs3pK_V#
zCb5SD2Jc#9D4M}+Q)ypYg%5!4JWJ`w*=f_kwJ3Q4eD{zJ3y<A2r~yjC+O+t8s=8L6
zBJFe4vn)O0pz6!Y#8mP~HIgi;QIv3K*BLG{4e7f5L`L<mzO8m{kBtu@hxCepzxKg8
zXU*50SfBldagS>%BNzL#V;ZcK`Zs{^G`V@VJ~N95ghH)WEjGnVkhDZ@7A!TH7S;DJ
z&S$Hh%3j!t>2I)8ofvYW!H<4mS4>h#3=ECt@OlC(>UVX!W!V;c5Xe*Wfv3C@C_`DJ
z;PkQ;Y<Pma`Lxx7s9H;oL<{7Q`B61)T<I$Yx$3{r4N>^7Wb+=MP*X`wJ_M<!E(a|!
zmL)`PwPPR3KJ&?2JIKl0$<-xR(t5r8Fjv$z+h5fEJ#$#IF&|5y;u^Czu&BtTQ>|1i
z#STvG*s7NkGwPr8VYSzLn~GZa<wZh#FG50PghJStN~kWm(}MadM;e7aOI$Ga{V}e7
z6l;HbN<6aBOtaK@ZHwiSj_UN8e*9Fh&dfMhEoyarb=bZcs4s1rrj1z@Jrv{g)v2qL
z2Jox%(k(<IW_;7IG(vV#>Hs3}#6Cqv<Bs+UY0!DE`+t(7-CHCq(yfU8XdEnMS;msS
z69^l%iz3<YBePsId_8t)&Z+!*D1qpaW)79`x>pmNtNw7-I-pM*y`aq)Ob&5SerlDH
zF9(7BIGTg0Fsd-sQenp!LWEgt(I|v%X~BAHJ5aAX=r9s9T9OX<<<-CJggd~XvmZ7~
z%}b+C2vKe>4wY0mDB}27>#+@evG$0AZ`cPK4+k3w)rZ4`m-uWofk(^G&xpRVv)ELH
zFCIFkJW4UvqbdQ0G7-(is5tPVa#c{Rgf_wS-hAA3jOFospNS%L7BMnP7`+PHJ6|)^
z;O~&M|Kz-t^c;cbbmUL-T{lDDEL5G(H%Rv|8BbD6ivVxIpKOAasbi`&2#$?<!+b*X
zEuwo289KYqi|;5OD}-t)UteL%To*a2&u}OZHONkoW~x2!-b#(sJmirF@oP-oB)Z`e
zvdD?qVe8_b+WTw~PB~@AB}KPdXQt+Oo%ix#L}^~u(nAJqJ^Co5IEWEs2I(fC29lnt
zn=2}OV~24u^3mS0i~>N`({82cBI~iD*|g0zVFAXx8y{sgmN6(iB(f$Z96eZ9;g5@x
zhbj!|KKPPWBM?LkictrNrK|ozu$AyLb}xFI;5IE0eoP$LU|*O1G|{BY<97YV7FaC{
zgEK?LuW(OmgV)Ase)J+Z2<(dd{Xi&&gGi*WS<s^?18=kCZHKo;QyK>uo_xPW!#hwE
zz+C{|=e2w%PLl&AxS&iaxa<73epcA4;P{=WP4V#FO2({8R%5se984b+G}=<f`m4I5
z54}{b=={jpldYDJnk(_YB(IgdDVBhF4!W|TLez+NO<`tNoM>llHCu<W<V@~nxqu_v
zObZmGG3zO`T2VINyu`GD6-fuoj@HdkhLg0b*KOs_lcsprMU2IM%;1JiU~Y8?BGP4&
ztI!AwqQ(j$ZgysXzUQ#h0W6UMdX?S^D{M~ogUrhfqVJwn%YQ03ccIrybB%VrnW41i
zV(h2FKQR?ng&z$!Jgj>Vmu43}1Up~DT$txWuTR*pKewviqfpgW93g45eGD6@WhcSq
z>X#;5V2@_r+Q|xsw9Aa6b2MNMf}dd?-QaY#S-V?y#yVWo#Vp&(^tN3F|0v^3mfs(v
zr{=pygRXZqLG6{O+{@ZN&_0}M{mmy>#c>*BTUCf?5~iN~7Koy*G8dVf)6@Bllka(7
z7%>HmlMArd-Wbntv34d7_{_8gtJ>?_iK}*tZbS4fv%ybzPcX5Q@^tQ(5p|SOX5-Vq
z@WjzIERM`2ZrzK^en%9JpF_TFQNcEP#;z~NBq)mHUCr9}zJrc!f*wt~YehO$&6O8K
z)6;6}`PgK6P#RU#zkDe9MUy4te@UxydB)Bc+Ed*w$8B3I+3W4K_tR4#@(VRW`KnNY
z)T$UTV5>*&q#XA#%SCv@Ce^5i6cH@u0F=tkIxu`aaCy->f8!VfJW%GY)|P%i_%o|p
z{(Yx)NIksymXvL-+D|>aak3B?!9bS6HT)I$7jt+m8HtiSkGPce6F&*tR-Bsbc;&;s
z{a%QDg@d=|Q*aZr&6f-+CxDmT6-#?k45ZU_&;l<HC)pPHq1qEriO9@H5QaW0bV?>}
zuu<u79slJN8^Gl3c$FR6o9&rEWkwU?yIq+L{?p|`)1{KYo?`q?1(<!WjQ^m(hgLWe
zm%1}i%_YHSwMLzPqT=U@6fDA=BpE5@w}4Cn6HHIp-cbLEk-Gar*ww~Kll!w|XQ9(t
z*gM0cp#6^Nb!9L%vG@W0>-$KTV@YoUOfIkBBZ2sJ#^s^H5jI7AjO>c8D<2pA=yX^*
zkJUv)FcqU3+Fv<r4S1>pV~Sfp>2dkINV2Vb3vR`m-74dWN?~?RR`MFg8*8wxb-AbL
zyYBzTr5(7)4%bOF3gJQ@9~whSp#~KfTB#fH@5biz#8~zo!V6%(b8d~xP|D%iviGFl
zqHdnHw@U7aP1^@WXfN!l^ys;?uGm(jHWvgV<+g8u96<n#-!~@{Sm{k#8&`6bm?M&P
zmafJ=IZzTA#+00K46=6Is%4-5!s`FW6!+PR+1><!ui-(tj$N)Lhg@mdwU>_E#yCfH
zIgov`y#;1U49g;GXCC2}cRAKP@wha2vneS{_w}XmqcKgjW03if&_kFl3nr%obKM%3
zXNhE1U0`hp1>ih{3fjjhZ-jzA=B7PNWO2Q<2wOfdQ#}2R9*9hQ1~DNu(o`aCEQW|S
zl_OzCEKHr&-7+Uu6C}EfmL8=YqE0Y5bMbvrgfU94z;&q0^R*#Y$UQ1r)U_O-MiS$)
z=y$4lJprB7A{$jBIwRMdbz~|+2fFjDA+Cu(Z6Fzz+4He&(5Q`Ug=dYKb`hp5`W{-M
z98OZ!=vVM<Bicn>c2EN&n*sMej!--2%!8dvxG!QBuBeb!-7(D89X&h%a`z7Y*MudZ
z00_`teYy|_#GSFG_cv=YLSI|8%$Bn#uEMo(HeXzXs<oFSM$V?$&}r<xZD>9vp<TgH
zsw>e%FN>VWi_kRhYDc!3x2MwA&Rx_IWZ_;6?aLH3RBAw$swQ=FZ(MN>WKb>yqO1?5
zSi@fvZGx5Tt*?#KAdIkK$ayxZlo{+{eR?Zm?<cD7zQ{0F+Kk$7^6g9s3Fjmv8f#q;
zSG+yhKb|fCQMs-!UHOyUMAO8HxnSN+7TAhDr-tbJWg5$nVTeP;^FKn;nRskXj-FPP
z8&bjIXG;|5$v7JxtrmWgw0!C2(;J#q>117Hv9OFPUwQ5gV`DDO8MZbNoq6d60B1W(
zr6vFD!!((Qpk6#;`^7~&7+j{Ei!5mdOgY_c)fXLyg~YjpTBUSY<c&L{qVsX9EO_q)
zSqG<POi)6msIv2YG<Jl+`lJa)jBwOhgjK}PT1@fiFix@-zEgi90kIXkA|?XsQN8MX
z$tcst%1k700(%JH(4-<0#g*cvr4?gVj66QUy&k8VP7?F(HqBmAxAhCGp?v-Qzf6+<
zRz&_wCE;Y}WdHvv3CsWPp;`V<L3FR)wll7Tv+uaZb2cP`eD&4R>goZ7auNw?J-U7(
zLb%8lBoYgnP8Ki~5NXW*{qRqa|FYKGOx@IAz?R;Pc*CNKN_tIC-b~d;FOJtD{H_1P
z{?*Z_hJgGogZusbj^4iBJ7RbDRd)0~gXlZSkBjfMes7@pQ11ogX0N9^GB@%rX}6R@
zFY|8p(P&w>&(qaty951?4--6zPk|`|58oi>ABS+Grrn#LLp+uNjDHxxS3g+<vYUR+
zBAxN#fTP*rQHAV!hH(8jFTm-n_ix1tuS4C}QGs~xhvwd%!4Rhxe(h2=pI2Y+O#H6<
z{-1Pz&!_Lu6qovtz{dS+L%>CrjGcrPI|Sc<<<KnK3m#(7c4~yfE76{5k7!tiX2D1#
z#KGs|QKy192UdM_H+WQs(iGK)Q88=Th$koAj1HRRo3!gr-_1zbX7N8Aow(km<hhk6
z`fdUa3kDs<h;^M<<cSsM+5N7?)+QFsA9oGt!>sl{!@h|4p?Ms78MW%dcKjbd;^4pI
zy*{pb@yb<<6P(tKox$<pPGL7W>>g|Gg|Pd(^XVR^fk4VL*lB6ot{P_A?`&|S;Z}?|
z&mRXr%5O)uhOvH<EC8YjS%)dWxpzi@N1cZ)uftc5yNEW;Y8AMw18(gG?nT<k!DLx4
z9jr+h?eKMgVqU7n;(V~Q&s`UW`BGBS^*}8hl9*icfGL^iqTqm(lJ;R={ddmaKWLWw
zphk=HM&NyHe*QJ@8yP~1S$|hQJ0qN$ve`MV7i?O#d3Geiz5VmYO*aTDqV0$u)hGPe
z<rlfMHHx`DYOx@H78*dO86;tbOL~Dq>2gotbp8c|;-0e4xV7PMAAOA?xC1DFlrhF}
zM>;kSCT$ZL33T_@0{D3?vVE>LH5c+UVSOn>B)k_4S$P`hx(JDuX@{>CtvyJ)uiPf`
zIy?Eah1Prf7>??>wp@@;Er&=LD}Z1?!i(<sn5ho}`lBM2ZgzGcO~{!SEF@-~65`Zw
zT`GlMg=eJ#5G8+!Qn&Gx=DW%62pW+;dz$o2`F`;ou(RC%#!VoP581D~=9&luQ4>sF
zNiUc%<S*Jv-sMdS1&OC22NiIEa><WvF53~uU~)_3d=;|fC7$mo?ydhn-rhPO%H?Yu
zUmBL~hDEx&JEgn3ySo(W4nevU5Co)DBt^O<q@_WmOAwHd-?MnV*Ly$lzQ6a6FYB{=
zcIM1HC+EzW@tH;C3GbEC<xa*;?-rKKt2R%1js20c@}SIvhi?2agXMA#la08D08x<*
zW$;zhkMqOB?85>ZR4%{6W<?@VI9i*{Z&z1eDe7HMXEj@&=PG_{ra1Y+D0;b=7QUa3
zrfjm*k~lAzfn(^<f@9?_yn)s-r{PDd27ASvMSO1W`9h@!FEA%Gk#J9xXL_rj_=Z%i
zVv#s1*O_d5wSGsn0!G)VV-cSB&`|&AJ@58r#hZsl3~glcnFE7iJ(;8x$db72A*$$Y
z9#)BIuly0MD~lha8p*kkebvbQk~AE3@q$thjZ9gS^@l1J3Jf6)1-W$lgYT|GA2^xa
zxQAy@=ROUgOgQRS`7F0?>dhuQc_p3uZKfy1KVq80%o|c*V!mFAa~Nwf7mnCR;uW5#
zdqvbpxi)FB?Ex!ngoSuc5XDKI-|1mMoaiI20TU2JZ;`LSdp+rmcXO(6>xvkj>Zt|%
zXLBuW&3%LjAChNYG4iCB^05I4IOMFv_rB5d3|q`lG4^N@M>1FCDC%{+_Db#DS*5m|
z>*{c;&6kXwELiy@-Idnkir^SVTr4Y1kJU(8)@3`3KQW8vJkJCZBEjb->6ppTPy4XP
zo|YOZiLOFwlu{PI`4ETiUU832xq>q3XCn)zuj(#cpA;!}FSz^lrN1|BtLMVA;l1?z
z(GrpGKV{n5jaFcrgj6^tm7Z|%$dG}R-%c3vBS-;72c~&h2=2;X2r+TZM@y*5QOVDx
zkpua)%Fw9ldWI$2%Q&N^9+#eJDbg2adF|=!u^~pVgi%j2a{PAY1u!2J*pgip;-gr-
zJ&#Gum{6>2YOn;+9gLl(;CUSN#3frqt%ER-KZ;Q17HyS1O90oY8KYeW3$pU7o|-}|
z*BKv3UD7-vkybxA&_Ku46}OLkvKk&SU^>L9ps%4LTN~c-aF>7^ovYb}jSqL7DJl52
z<cY-!t9mCYS?Q5aQZ<H0x-Xd|-O0h~g%@FP1%rEnlE1PobM;jGgus05=NFoZT&0P|
z6r5i*kdl^!A|81?#R;XgIhHe1igy9O^+pGMF5#%b#^O}I#Dj$;rHhu7GAfe+p7Wdk
zlvH0XiZI{&;8jLD)l8%hik-i#NK$jJfxLa6e{Xe*y#y2ASyucjUu&3@5M)=uQ}a}#
z#*OduJGu(K^$F_@nlHu~b`<4m9GDcM#Vt{JcsJ@<u_nCvWWK(!%N^^N5MqDQ^)&W*
z-=mncL3SxcTu5qdVQ#|aA<0Op+XIY}6<m13dGoLIN4K`wlX6(DgykgaWA>`(ebrLt
z&5_rUx9w*yKT(KhR+peI5wd*-t(NsvXIO5kV(UXL4m8!bp1iK)<<yO#gZqGw->Inm
zX~pD;!c_RgW9wJXgrD<FE6gb@_kK9Qs%qo=3h$Yvd`KuHZ<a!Jl)@qd_ruHPltEbu
z6m~9Ad(U@$;@&H7#Cw`)u?{I8?Rbu7RH+t>b*1)OJNvD~BEZ}rg9>btWm!;<^w?~A
z*0DJIOt}BkH&H6E>2*5PFGBse5?+b~4qM5^rsK0hSS(3~OS>^`B0RpQyoTd<`E~*u
zV2d!dX|i3Gr?j`tNwvzRk7$m(Nt84~tPQr~uN96@5JzP&MVJG2TEED@iv8+aU$b8v
z+C^n;fzbU9bAM_NSu9~Pc|Ev{g1pdtM0D&zd;n(v4d)q3fX(}7#-@T=s777BNr)N;
zjW0t*qD0?h(`AT~7(~n1p-rZAcR39A4!G&jo)Hs{Z_caPoXvxiHC!%kFq|eU-esO5
zMjT8HRCnpVRlTT^ep~h^)86}$p6yYuzB+;uL9)AZ?mV)sRE+7T*bm$f4ICrG^{nLB
z*3Bq`y=d|M*~&oEoi4Tn6gBFar=K!-6#Nfo6OgR*mK;=9@*~W5-D_6U`Os=l`rCKr
zqckj2H}H~BcGt(U-ZzaZhTT4WP?gh>)t*+V?r(H)t4AW4X*a#t)wF0n4FS!1<0KP1
znm@@)TO&a-q?y2KNvoS8iNXBw={^^}Er05{p3_UPx!dYHyDS-NuVDsS$)_>I&VEa^
z5#KP#q;%&k&|lVMQ!5I8k-4N)c}iEqP9^L7l_fF_t&(F>#9Riwn2&9S6I?YM)iF`4
zmk~Z@w{kIygdP^jE18vEIPf5f*)dlT-ila3HNggJA0eQcJk^EmgU3CY@nYsANe4lk
z=Yf~WzK(lbNw`*3Dz7n1fk!YDsFEgBmy<uK%D-u2vrew3Un$%A@IFfQiv=Amqj>7&
zlUwFCjY%pPKC%UYPmey4sC#9OBfx=^@+I7kukAljX3%Sz-#4^a>}fDum_7OYNcrOy
z`<tcSs~I^pbm^n1WU2Hu`Eu%p>+Q7<;<s<UKXYD~31Qkhu5f?8n>4LgLDm0#@ad#S
zWZ~8!#WBf~@CKwz<aD?fX*~h7?aSf%#MkW#59z5i`xZ0^@w-p!CU9PVSxiUfQr41}
zqJ2?`e#;e@RPu@=j~x8wv_wym;4yOa79)2^te4Lq?KfQ1m?FM=k0{Y)>e`pP-`Ugt
z=%OUs(!h#;HHKB?Uy{Gll~){0ql><N+xaMB2<_Ae>jLeRaxv5P=+m74dd~bcg2U9)
z*LISxsF2obXn6{|b^1xvBN&C#KcVsYn|xAPz<N~6<KMqAZqXVVKrwz|c8r85iWJQp
zhUyRZy%xLS-aNiD5wbXEM<W?ry}pqo)w6gj9k$81lz4R8qTn*ZH{?7Pq)%qQlUh5^
zm`f?GJylsU8Z-SgqoV*<;EY1lc@-V=l%JZ?t{&0L)MV=WLFYCRKK<cq>e-3}%ab3E
zzo<IJdUUp7X~9MIp@->GPa)f)cdgFGu<pC#z4?UyMcdrPz(0z+f{4MDxED@Ox6(q#
zcx|tN!RR2n)?h<*%CtQCV@Iqr0`c=be*!}e#tgW(VQL)Qdf$l}=TIj^YNX|(*{c?9
zi+DyQvg<nZXH-#<TW4qKyIBl}CpDzp$$A;(_gzpWt0fgM^EqE=C4X+)HD&MHz-sqY
zfSvEM%Km_Aw_1;1UJ!GsRjujEb&t5>FeNYK#Kl|{bK(8)$pD+kw~CT|Tq4Qq@)z4Y
zBB~>~pQ>qTX`J7Q^U|=}dydI7v*U)x^NwD9_pGS@`kcqzFJ-PnS+{*B_+7mokB$G^
z67qe9r049+ku5sl7jWGsq!UE}*~N@%L?jX4!yTkkx6=#wJcY<Tl&B*eB02Ny^y&kO
z=$axLUJqSQO;Z=#5(imz<d&g|x!2d%A4cpvzfRFedADI2Q&(=e?^BM?C!A+Wg*A>6
zY1+Z?-m<d&WzrB%ej52ZbcSA<&{!8{r1KU`wEXHGZUZ6~UtkNI{`1D}Yx8)!au(S|
z197%TKVXaUkuR_4c()GSQCo5Lif0}nRg{wLq<H3T$xXPbMP~>|xXDxre13An@TG~|
zZw=Qw+PKkkOOaOgDtO4?5~Gi~MRQGp<+HHcktF`tu;!&Lre`|T`l~lSBOFDu-}GO7
zN5V-Fd9pNjdA@@+Esz*25NEYQCMt?sciqk7M$enFjnKq{kxgk|FeD8|+>?yJdpV}1
zL|{VL_jX8%S6cwJB%e#AQ*9-kg=?`g!FI*IMVNd7;i3P%Qq;uO*Uut2n9~a|$$hA~
zwYiCOaFrLdQR;CL3Kj-deiTsC$<!6HO&}*+s-R~1_BLj15U{*UlJVfGxoR#yp#u4C
zEK@A?JVv{BIN<!M2GRk>^WsJ^&K)Eh`noZxRvYVivi|YRSNJoX)jKUFjnTNLdPzOR
zvZLCq?_XRPjBxvZI~!ixoY?dyvDen|kKOLdk;aI0l!^1WG;ZGO$4cp#Z2I!N_N&kq
zW?^wr5qy#BFeCe0lgr5OIJhvBM&Hm}l${VdR0VyQOS4}_BD2Ai-6pOg+a`<KK=9(v
z-1^bPzI3Y9XhaaFE1lc~aVwiTmQ*lFjnHy@IGx2rU*=~yx#A0pw01JFG$16RZxut%
z%*5W!Vxhz`SCsw~^-`EEkAv-d3<f=tplEwuCN0h&g))jjGsWCTn`u+GT;su((Yie5
z)Od=80NV}D5wAk4Qbl}B6xoch*J-AzWbopg#Ow(Ip{IJ7E)p+W>hQ0U+TT72X?k-4
zbBtQtJw);GO(pXe%?$8EE00~P7d&z_f%7MM<OAb<JyuqO$emI&rm`7z<lR*9fiK?i
z*wM7`%Rg@&O&OC?_CEUlWhtXbX)nNX^V%Bu!*|&LRh^F4eTsX?ALXrtMhLC&utvzP
z*z8cPO^6e9g^E3~rUh#!>>j?2b>vxaDtSbI#lsQyDPkR!g=1|E!aCj4XZlT$2T`xi
zOGi5qhrOBtHIyQ5+G9K-c&#aV?I}*}u6kc12IeqTwFj@z!AFwkL5#vNUeAea10N@G
za@iC-&+yvVoY0>;?KCNvaFHHfaKCIh;KjLDado4iPYV~!4A~-z-bUMeEV`i0?Uqll
zMzlQTxW10428r7ZA|)8DmWns+4<nO+aO5(%;PU3Hapq^12DYW;A9dLY&Fu4SKC#nM
zT`YxU*vd4hszk?!=j3yg7JLRdxqXT=&3!+i&~6_49J5DJwqrh6b?xO2msIZO$=;lU
zkKlPiXSCz16w0G5P^F*e<M!`h<otV%-RvktHrImIGF=a74efI*gqY|13-+GR$Zf10
zc-4On%#ViCOKR@yNoDNQe3;KX_C+(4z`tABu27zl+LJrhXRga$P2X<)z%~uHV1@Wt
zS_iag<5h2l;{WwnQ^cg6Oz{RKz7NlwVG-+<%A_Hj^hO1iYiuHJq?VZWCMEVktd^*L
zFhzVFTJ)1|JWVS-_3DrhZ1Com;k#dTN@X9^N8C?iB0-|hgV`Jq%#E~q7Kpgih!C2R
zD#{>}KqlxHFkKgj6YdoiuDmtRm3-?#9BDC(Ft92iF1Da11vWnBgLptl+RXxr$n}Y`
zKA3H79;i=puyS^G!H-A2p|4g!Be*AdYenC$^AOgU(1w0?Cb;|=KW%QN-(s}i;&~xP
zGP%s@7uj=<_wV;z&kHke!f%16&=)y~8kbMnIHcRi``%|Tru)A~`lt`{5y?2fui<@*
z@PXSwhm>kkQuyM6=+fe0vfpA0W}&OE{7b3#pI|9Bcd$0f{BD2jP|#t#ezbJhe6A-P
zvT8vxz5K>H{JHkK59wP!TKFjsI<5pCHUbZ`N4gyfEzjLt-FVKMkRO~k@ax&Qq@g)+
zUwonDydTtZf7fG(xXMSpeTA#(BkkK|)5Q)DrK@M(QQ|H$(SxSm9cqSTfw<hSC0}@)
zvN0TtP2QWG6`nh=pa*S$I}dAIef1hzgjbd_*&Eo++JbLRZ2T6MyHcXLqGB+ra_%9u
zSD$IgZ19T*-<0VUJY?p3+)nJsR)1}w#NUqeKE%-VM*HBhI_TT%gAkvS?VV}vq3a@}
zx?WvHCEt714kxRK7fKARiLQPW7H17tyEk70-Vd3?HsTJN3}(~g&DFPDUL2owZB~X`
zeW*=;43LX*Qcfxt%Vby6mauUvX`EttTUxz8rjxCdUyQlgyF0P+v`M8KfAO6o1Ag=f
zrHk}TH67u*s!x}FGYHXgJ3%Hd4a~?Vv6Hic!w!U3cxa|?Ha@1j!wf~#3z2!l^Mg*Y
zDgVW1wHa4g(lUvyt?an*4SJI*UN1Q&!e<VPqpx%#e0SViM+d!DaXslDf0s04@mad&
z#qC)%Ps&U6Ccteqr-bPu9c3tVB5Zt`#o{|aJVTN8p5_tOd@8yWe+|})C&GLRx>KIR
zooA^*=W%<}4!w|OHJzBip@daAST3>0aK?g~FZDhWj4y5rVFr#4uIFezlbrIk7YsSD
z!ss{fU&74%{OF)#rU=VGu_#s@@k`9|Y949w2y!(cjtRYwe)&j|k;h|$DOl0AADKif
z0}t~&tA%mDu@Q2;sj;;5%o~>MiEv%pn$s(t)YRIvz&+C3xM?GM_Y$t<VvnGzOXr!w
zBELD|@&$1%D!5HIyH_HZEXajX%#%by*k@{=b72iGw|{8?CkakIm564MTm!z3ygkN;
zvD%k%=J~~mR&|^>-d?4~be&5~sTzVCZ&*r=ycEMBi3Ktiyq5Q%jWP*G$b{n?tkDRm
z8}_bFgz$^|1y}N!3d4dQ{71egFRtPFgy}T~ikMjoG51Kr&bHMlW@dS59zMus>r9Mx
zuyvnsAX(NE`(9~M(29m^b}seAyRJo^L9}PuUmkk^&#Pu+{8@Y^g<?4UV3|Yy5NcTn
z<lgyIP&HSeZpX4Z_>%W?YJM61HOkS0J$mMey}gx)%a=^b!5SR{X;~xE&V?H#I*#-<
z?}bu33NTzob|zzugEQy3X({5J)Xh~bJ<IIWIWw|Gv<^ki<YKp9Kggt!6LUBo$V}`H
zKr?4TP%Qp@^p)#na+^hffuyMXoK4@Vu=Tc5UB`JQ>&~>D+YG55A>6BgD0x-3ardMy
z5iblcQce+(FISvGfn<}5tksLy!)av%DDj*aK9A_ijnYS)IeOM$^7)PkzsDl)?0QBz
z%sN%6b~PEo<cTGfF6TEoFV9Va53dDu{Aa+_o^$Ox{hI3)?MVs@YaUtgsAD}^7s~cJ
zq`Ryi#Nw(Wvp3QxP)S5|AwiNaO->BG!s((K4Wr9EB1D7s_sQ)ax@<IuF@|7oAa0q8
zeWr|S?};c$=vzE^-ks(*Q%|*lSNrxGOLO@vk0|QL=z6H?D@DCI(}Y9xE#*FGu|pQ8
z1{(q&-hb9E<BtkY$Mp>xPpw5J{}>}C+%ND!scut}k!il7I6<slSZSrzV7W^KL@2sj
zf-GjGv8tLpEXPGJ_JY)3&btfWg%<Y^A#8d>`+(r$!$xzA4sS?r(bCgc4_73%*T#gD
zk@J=YJcE%6hJ$vGG+14F0&uInVS<|U1pWH613cq-IfKg7d!9ZW5gJH|pWStT;F8%S
zs9WcUs`N6^d%-0*&dH{%?wkFM{*YF><g@-*x?YS9n#&3F_w^>Z0;zrZ9)~>dOo)p-
z5KThXHq944Af}oIj+jLSHn-6()umSS6O}xFa>&`S<5lz8F~`U_%e^r9IgjzI&OXIg
z5JBm}y85t~9*d$r4Poorlt^!mn3;869cx=w{R`#;+k(9T-F9s_S+@F`5TeXLIazgB
zn87LDQ8u(V*$1J{Z(byu%7#VM`SeIMc5^5$Iv4qe&g={t3bQr$Z!iwIN}77C6NX%S
z*aw^43%^g6;oj+AOWo$}=;KRH806{0jCsn`I(hpnfFe9NP2qa|i7+NkiBmFcOzC~I
z<U-rdPDvN(ZZa1tSC6%M6BqXBvUiPS^AA4Irw?Ho@?IlH!Y!OgK3?im@f|!iX>DcU
z`4n~K*c;3ybZxn!C$5;S2;Yq+!qI~20)aeO3dy|13kg!k$gj7ee?uYUwWEi0+|D_}
z6uJFU>w7qZ_(6YqfNNyS^4J-lj_ntw(YYIEO)$fKmpFP+c(t4#)6~^p;oY=Kp4{@h
z*wXc@S!-)r4obMH!g{lBO4w(Z8Pu52Kl8A~ENrheWsY&NMof)OK<+&pv2Zrxp?iyV
zD`HojakCQ)x@KziKAa<I-${5$xUuw)dg)t|4_hhD(YFWGJFig@2~RIDzWFB_(jaUs
zQ677bbET!ZjSaZIzm{*Fvz8gZ&7lo^N48Lbv>);U$xxqHK<VtQcfrfnLvq1xTzzaa
zHjW|FbVr!2_-?tjWDY&gdVO9G9>!}D_NK0oJq{a=2iZxM`1rmbrg<)(@6ni^qT3Ur
zJ{~Hqi;rQl#JbUr^P1dyh&H9Q_I}X4(M;yEOnNQ-!lg$sp?@KqA??Zc26=C|%RWa`
zkrLya{-lfb`Rn{fyz^NTR}<o=up|mR?T@nTBo66M7mE2_JlPo~yv3|h28;j8KGxm-
z)E|#TbN|}M;`!@|Xzc)Z8+LUII~#Tt8*2v(DK~$J5eHDs$H@iZ7vwSlvunC}1Bd)V
zH~=h98&_`#H}u(QpxDOC&BxQq#tS$bSl!djO3TLEh#fdR7{ab?<L?c$lXi1<^VD*;
zu(E-0{n19&-}}DSU2j}a5`bRh+<+drpxbJiVBiE{ppmOLa1$@c&mwkdPdE49X=3Am
zQpLt$0>%FIfcLMbz5z=9pRmKt`IGp+*x}~-jUDcv-2RQ7yNA#Le*ZW8aR0wn54Yey
z`Qd?@z%TXi{ABlU{M_w?{%`pK`hr@ZhzMXCfVn~L?9B_puH<0t1u+8uGzG4^ja2X*
z^O|522w)06P;2{5(NH>mcJxO-(iYwp&Te+UI{d@RRBXI0tbrN`@1KhJ!%}`b3E<99
z{!}2CT}p*r)y>nz!Wqo2rmh0v1hZ=^LA*VEfOD<?Xbe3w;E%hjLb!jOht18&!y_j4
z$0-CL5SqNQgR2`X76|0x>g}m{UkajcU<g4P0l|V$K!_kt5Xi#H%UwlFP8$ULDacAg
zyZ|I9{MX;vGzbRzZGu%^9Rm5Q{C@>uTe*9BgFrCq05-R^jh7VwM*y(1pSL@-{0M;Y
zES;b*EIbtU1PBCRA}DP46K1)?`3XxvVQUvxYXApIv%9s6H5Bd!;22*Y8vuq=2H+@P
z-~cE9o&;bTXCD^_0KNcVJQo`aFAxYG4O;GPV`UG(8~}{wsjVpuz#<?JGMe3Qu;p*C
zH!zX_xFBga_W(}^J9}>kgB2r$Q&3O<B5&j8Y~$_Cs%~NBWZ`KIk#=)&w{Q&rfqwD~
zZ3V)C$`%3$nU7PDkB^m$4G{mIfB&`ePptnAKy~{Q<3!_5XD|fAf0g~!_OCLxA`nR6
z8z7sMzsfALL7;|65Qym0Uu85;K_JWs5a{jbZ~PEI?Zw{P+g*sA-OtaD&B4Zs4Jyz-
z|NcjWKQaF^@Z0^^p!fSzb`TjGTMHj&ZwOSVR>0uy;|cM)8{S#}X~h5MhQE>Z8yzf~
zHnuiE>;WQ)E?{L2u6BUBU9BCw9o$?Y4zB-6!~e%-ztI2%f7&$w;FkOV;hC|4utxDf
zaQnj`cwAHvoN)nA1M{celu>j+P|wq&-27?x01VXMz5neEHW~N|>*Zhvffh?^YD27i
zJbj@s;1kd{1P~a63Bm&rgD61MAO;XChzrCI5(Y_tWI>7`HIO#Q0AvcX0@;IHK%O8!
zP%tPI6a|V0rGU~wIiNyN38)-Y4SEG?0JVZTK)s+L&=_b6G!I$<ZGd(`N1!v%6$}gv
z5)3*FE(|dYB@8VLGYl7u0E`%nEQ~UYCX4}$IgA~QD~u0JFibd1JWMJ~4$L!{a+o@p
zCYTPG0hn=^Iha+LZJ4hxm#}cKXs~#&<gj$G?63l`lCVm!+OQ_DcCa3>fv^#<Nw8V4
zMX)bn-@<ml4#7^ruE6fXeuD$Sp~4ZsQNgjo3BXCislge-*}{3kJ%o#c%YZ9_tA=Za
z>w}wsTY=ky`wou?j|&fhXN4DrmxtGZw}SV8e+Zudp9B8_{w;hr`~>_e{1N;Q1at&4
z1ZD&w1O)_r1Um#jgeZgzgi?fhgdT(`gbjo<L_|aaM0!MiM0rF5L`TFR#012A#2UnQ
z#Bs!R#BWGQNW@6YNTNt;NES%mNKr`HNH39qRT-oWqzhzJWJ+W%WI1F*WLM-c<P78r
z<Tm7w$eYMlC|D@8C_*S|DAp(eD9I=#D9tFNC>tnOU~DiwSQM-cb_9olv%uBh9`FMA
z1Qiwa9;zU!2C4(<Bh)O^TGW2jRn+fjIA~00(rCtLK4?j3WoYeab7&{%=;(Cl66l8L
z-snl_<>+1LOXwFExEO303K-THAsD$BZ!tb%9AKhg(qc+tnqmfGW?;U?9L3zjLcyZL
zlE$*YdWe;a)r2*J^$i;rn-g0N+XXuTy8?RvdkY5%hYm*;#~LRBrx>RTXB`&~ml{_Z
z*9tcrw*<EbcLNU*j~-6}&k-*kuL^Gj?+70Up9fzT-yc60{~i7c0UQAxfdYXuK{CNB
zf@y+FLUKY$LL0(Z!fL{ggy%%0L=r?cL~%qlL{mhU#1LXxVkhFq#0|uYB=96mBpM`s
zBn2crBzvTIq{5_Dq;aILNI#Lmk};8Kk_C|!lMR!7Bc~w0Pwq~hP2NSmM?pX#LE%X8
zgrbdNn-Z5&jM9Pf3FUjr9SA-|65<TWf^<WUsK}_~seGuOQH@Yt-J`#!b1&>(&Amlx
zFtq@+E%g)XPU<5XN*WcKV46yrPqZks0<`wDnY4Yh=XCURdUVlr4Rl-dMDz;uf%KL1
z3k>KC;tU=PMGTXSh>QY^PK^1CV@$A2yiE2?xlE(Xu*`hS4$S$?<17d)f-J5qMJzL{
zXsnW~zO0q3t84^p%4}h54QvPOH0*}#kJ<a!e{k?}ICGS6%yZ&!DsqN#HgkUEV&bym
z%H^8mM(38}4&iR(KIUQOvEeD;ndQahRpE{1?c}}T<LC3_tLEG0r{Oo}&*PsFz!Ojx
zND$~3L=cn`3=wP<{4T^N<Sq0{=untd*h#oTcuRy{#73k<WL@;0sD<b=(G@X>n7P<f
zu@!MDaSQPx@ihr*32TW`2_VCkbd-E4c_76h<tbG!bq<^f{6M;022SR_Oq|S!ERL*>
zY>w=b+&wuvxk|aC`@Hvq?zhV$$ScV|mY-1|SFlnjS2$ASSA3w@t%RnerIe$zrp%=5
zsobmrtD>lqrm~<)tLm!SpaxP?P)k!=RHs+>P;b#d)KJ&R)%c>xsTr)<r-iF!rd6SJ
zrY)tNtUa&8pyQ*{sf(#=tXr;ot|z0Hs<)!guKz%P$biJa!JyF)$xzp@)bN{;tWmnr
zhB2>kl<~9)y@|icfGLTov*|lCOfw6!*X9W3dgc}8*A{9PMHb&I6)f{CkF2DvGOc#4
zC9I!VZ`+94q}puSirS{yZrO?2rP*!Ui`!?|?>R_2<TxBV$~zW1o;#^Il{wuy>p9oB
zAiJ2mG`ZrqI=ObcQMmcLjk`0uN4c+f2zjJ?9C<2vmU_W>nRqpN;{lVYVIKycNS{?-
zG2dL@3qM`I*Z$c4uKvRTOaZY0n}KqH&x7EDtb#g&se(g;S06||c=izHq2<HQ5bBVK
zkc~(8AH4_#hdPCR2;&G#4Lc3j3vZ4fk9ZWZ9(g~qG72NgGioMUIJz(fKE@$tB$hii
zJN8GMb=+V)M|?*7b%IsGU?OK?R^n}vZPG|GUvfbTVv1|Z^kebIFH*5n15?-2RMOr)
zfjo(Oa++?IK9IqaQJ4wN^vPVwQqF43rpZppzRt1FnaY*Qt;r+Hi_JUFx6c1qAW=|V
zNM0CUc=^=f>Fl%n&)yc%6=f777W)=|DbX$IdoJ+2yp*IgzVxQdwQS{u=8Nuf{_^q)
zvWnzN*h-(u?U%+c$Eswi8mn2WpVbi5#MgpqeQI~=%<HCKDZT1^E%3Vf4egt}dffWB
zw=i!5-X1mBH>@-oG>$hZHgz@&H`lkYwUo6|wdTIVf0x__Zi{HUeINM#Tf2MvUWZ-B
zdZ$_Ee3yRLWVc55NRLuaf3I9`SD$3x`+m{>)&Ze`ra^(hh9SP8x5K={^&faY)Q|9u
zydC8qZ5$IEYaSOFZ~G|zv13AJqIXhZa%f6*YJ6H}dUnQmW@XlTc5BXg?)a1Mr>pr#
z3kVBwi&%>pOJqw$%Z$r4D|{>OR%KR)*R<B=*R9rfKYM+?-iY{u{v~6Ra<hDkYpZoz
zZhLIUXlG;BefMfFY9D()?||Xp&7s8M@R9z}#<Az|?bn18;*+vdp3}~6>fe^mT+Xh}
z<1UCVUVIn$-gl{Yxq0PxjdY!L!+6vDL+QuDt;_8#G_(Et!Di454Vruyu`5VROIdi?
zScC7*Ff;ihIpO>(wSlJQb`C)E00v3mP&6AxAfxfLw($g}O$-XwKyvNi9RQSR`MA3~
z+qgh8dXC?6th-eGk2FV95PX*z{+4S0mYQnvgP}Lo{H+$6wEt?$DFEjDdCZz7CpVb$
zE)`?f<l+Kz-Q~*cnw-2~&burh06D;%cNr&uzzOEM%Qt~iE-<hN@wYqNW!}H;@GsQe
zW#PYS|Ao4{wES1?|1XjR!CZH8_#dhJr6ph?;$LNVms9_`|G!Xomt_B{{rA*y^MkqX
zB>wMZ_m>_xf1?9xE6_z2b|rNMSw(GTtpFEGH)j>?yOkFiAV2hUaQAlegmC?o|6N)P
z#Rrxu6lApB?kmWsShz#je;E##T}BVW!^d$~trg(qZR4WgYU>8Mvp-G1s4Tsq3rav+
zXeZF#xc;Jx=eHF4=PyY8{sU6KGHOn~zY=QyJd<Qmj4lXTq@U_4Y06W@4_Gz|nP^oN
zZwVph_o9eo`p4!8`$yH4-kv&#eC0ljo|oW*4M8khBI?lp2t(L_7|F3_9Xkd4M#n?%
zd4)k>?^VlbVa<JcRC~Ug6z;Dx&l&Rrt)5IY`j>Oa=cLr@#8vY$3PqLN_6qalcwK$+
z4#H2ziWDp*9yLvxcsh-hV##TYW<#BEbUh$k$S6PXP}M{G@?V|x&hG!v<$sbt>o1A2
z%Cl>`>9{&Te?tp$Cn3$Bt5`p^AnOWLKr@~{RRA=A>J4yw3s-L_l9$n)!Zl6)6hBn%
z9KXr^H+%Tca_8dV`*R@!ko)5f*G>*BnZqC8Tgf~u%M=!~mCk26Q)fsC@8kqm^y$bh
z&+|>5MpO7c$sB(9Chfpos9>;l=b)JNI9@k@GnHg9BPhOP)H^$V2PywcqnHAZskF}G
zD(mE7p&|+5Am&3%y&bW>cdgr$*^M;KQ&{DZo>UtN$82^rFG@lRFF#OwjHvB`n3Flx
zS1=k07dYu4D0C}y{=`;K2NU1<t!H4XNqm+YkP00i0#Q>>C%ghzEchOA^-84Y);gx{
zbyw1TE@kOAKrOCM$oN1Y$85_$`Mo*naAVC>blcx8agb?WF=*kF@zx>I<a19&t4a3P
z9)S!0Mw8HC>z|rbF;r1kQ((St;c4Llq@k<|z#^1`)ju7I^KMz|cisLRLw@rxIR{TK
zZ)tlAPY5>`yRyX}Feeu$yPku!x4oAUn2Q(cmcPHa_&Fia>t`7k9|wdBs(tY9IKSY#
znqRE}41NHcmya952Q0Yq14A000MsF&FYdcxA6WIhTi4?k0Q$e{5sLY%w}1HrFnBol
z?k*@rP?$@Q>y931e>}jLz;!op{-hDw7Z0!w%FWAj*Ecr@fD6S3c)Tm;;Q?0cpqz1Y
za|7$gzs3@6U=a=~w7=~6E`t11E7}e&HeRfnZY~zCzx&Uhy#PIM{?*0ZK>E)v3>0K#
zG}M^oZJd2=ydA78SXC`NJ>C3RrQDpY)hwMIJbY~asb%h;A@1KQm5=W)rSc2>(kX-&
z;2C=TQ=YsWP~L$WfcIZs4>WR>boFxh^ZS2b=Pr=`lN}vxt@~2)|DK(H^1=D@F_wSJ
z$KQ;Tm*W>BKp_8RKEGJu;^zj86Y4X7%7NOu?@%l-4=-RSzg>XJ|M>Ph^s67J@%?)-
zL0kQf1%-Kepi%MPzMv)ww1A5C_fIHY&@$+CM<+ldv>pmW9pjHW@Gl&0z{T$B|7Zt=
z`R-H?g?_v9onim>{r5U3{I`0b?f*g5cO$|ds{Sv7`QL-+V@}sD4m4T6d?|k5mw$ZG
zhzwI{rQ?hC5v*e|L}Uo??6&r=6zIu?QdZK$6~0#rnT%w<ac;h3aJnc`8C8mlJlHLU
z|A=dnS+XP7N9(MXO6Dq7xpVsE<Xnvo9p;1Z`zunN!s&j6cjpnjA4RVuddir~$BFny
zUTZyBd#~ox;HP||^+{sT0*$NI3#UEl7?}({IiVvlT7d&J|0&UBGzN_PEM4Qpq&?|V
z8ySR%u{a{)e#>lU*@SXkI%>G$G?1KmwCp>(J^%4X17wNiO@0C(BgwX@N4uEsR$#U?
z0_Wm~lUg6<f3V0jE8RI_i2O*WMy30@N2%!j%%Ia3wnX*!7HQ$T|7LiHs_LI^BPXS*
zsjv9w@cu8J0`*cLME@DH?-cU4nEfBdbw2*TT<34&I@II<hk=fTe~b&zk((QsGebXl
zIRN+J0}SwgaY6Ba8}$Km<KyQCmT-CRMs|K+l;(rF0}unCFfh{c@<2yh2tP16<pqpe
z015*&Km-6ov4Hl_QJWu#6+j>S98iZB5P-%6Xg>hWcfI@(kD$&5!~kAkDi0m|0lM!#
z?_vQkv4NID;{o)7@&f&Y-V0g|T;RKQf_I}ogqx4|P8K}CcPK6&A3xxLfRh6KLSx0B
zF7`Kv`m^*O^-ziM02Dwk;9dY-oE*U0KVJXn3b@UG4MMz7`TdW6$jJxH!~RI+fJv1a
zCv-Bq5D*yxik)N~Ol2cB)Nv7)NQfn}#G;Z8F@q>XWB8>$@cU|jvF>A?DIr$WM@U<n
zq*5~FhK)j(Lmpp>u+BlQWn=7(<=MD>^aDQ38PYQ9_bw&aG^g3&3@uRFX-r<@M7c<-
z;_&4@Lf!YYq;_jeyWD&PMH{vsT8!f#S4B`7d*t&R#|=yH+?C&(g<;YHhfJaF+-UCn
ztAE_t<v;yHLrGIxQRPqnxQmYebP{f;Z2#sYe|QZLh3{~Io!@^u`2k|hZ*!mjs(`yR
z@t?%~8N2@%bAY?#@;`R)lds<b;(rRgzoo=~V*iy`-EpgG;R5Wh|L19=6tKl@#L5Ls
z8CkgizY^dB!V3@_pxKd~7vOeac1h@j-y2#AWL_5T@-}z7VSGHm*PqFN_gzyk`_IX!
zq^q5?4TKfQ!P&Kd6ipW}cwk3U#lg!9NG0wB4B_Vmy4C-qBOVU^pL_8@M6uxlTnwtd
zzh+CcQoxFW>#rSuA&4!21z~`0_CxazXd9>}nDKBig72FCA=G~jPvAe2JRs}>g9<R|
z{rRK9oc!Ee0>AmmesDlAUSGDo&Nto(FYi&&oJu>MOgZk42_ui?`Vx{JkHMs-2+&~3
zL*QW}FfdS$U}hg-^Yz!&p<9RZC$ZxQOSQqjg`1llsZ(`-<<YA8s#oDCJ4S$XuX_&i
zZihl)g{<Z9-SXi+<za)?gvpHFl#ba0JDpJwGDtmC^bzQTO4X_{<bm!D(Q-!h{vn0(
zhMp-R$kd?4DtChEDVgz+7ieo?spH#?p5k&mO#2ZiC1}QNX)ZUcApuTZ&Q*VA@uc~k
zjX1~zbG5S*y-~vCo)_q8Bj%<k>19J=$%<aI`|Ug*=F5H6jZ9HE5dQWd1+jHf%5B&x
zy~i^zCBNI|nF8T@oXuPOnOr2Kx30NOOr0l`@!!I`b`e7!3I=0?&?%Cy@gnV{=R(u2
zv8=HI?kx-pb5qJ6BhCDPn~`)s_r?NshEGTy%}{!rHI$}uhiq~q33+X~y?OtPb~Yg`
z_m%=pLVyL4#$1xX9-iEsbr_cTDdx-WbDu^Np`$QkcMuC`$b$`T0e#Y(xRKBlp1wmZ
z6p00%`3TGegLH4@;Sr0!*O!1iJ4w0=e*66IxCifuoZ;D1ni{o{oFOrVUm@C0A+Eb{
za}cni1n~=`tBzc2__0QM@hD2fzIH2tl67PF&#RX`=2$-v(MQR$zSBmnc{rd_^zm`T
z-9H8UqqoKu2IG%PN5RE!4<f>gd?nJyMC6#nK7zlXV|jF5?09-POe?~KPmxG09ZL-k
z<zN8m__GalxU3)?;k@j%A1_Ki&SG4FbzRV+iyG|AiV3?XvIbTU=X`}7ebphof_+5e
zkJxZU;E#GO{6w07uif>6^kREBCwmmst)>MlT;M|SqNkXk?;UvE7pW0${hR6$q+oNV
zJ>W=f#pg)+2)hxsS`z<sRm@asZj0a){EU_<Mx~o3U5>Tzpzu3m0d4rziF`3Qj4TCn
z(BnlfwIN!@O1cpy->Tp;28P0H6CoLr87yWv$`P4AN-*X%{56{R2LFZNZBiGnyaY+I
z0qQ;nl9fG-F?_B$dn<WC*k~v75fj%_)i>ZOY0P4jQ<h7LReB2GSNmoL28btyO}IDh
z9txab6copN=P~cm_gkxHY=4HFTn?UGt*`8JY9pFZpf5Og6gff9O63b@HAhbNgkMNt
zyx~iTzxn8Y2zzdkkk?NA&={=tsAlbmmm{f*dxcaW7`GLz4ZRKS2k|xXHPPr7mm`V`
z)(g=KJXjGz!qav%vR4-Hqh*+`5xJ`zWRZSd>qpE-JY><EtNg3XM@UCzKo{4rKfpgQ
zeqgIoqbo}Dk-?L7G9>M2pgPJ9jRn5J-*10?%X=xRp~OPti+vRv9eY2PFos`&drlD}
zl~R*;@?J%BbN(f)PtH<*7SV3udv5g7p;EJgA3e&}rB+|gvWvM#M}wWd@Fp<E=&2=d
zkA#<tQ%-0K#)Km(<10xB_dbq!#%s>H)ng(0rAurq`FRJ{mzXLdBVmr}Gezbg{zjx|
zt(757f4t~E&WyGsj}xW~F@L0JzmBVw8FO%Og5LM@74fHNHLq~AG6+bXV&^=gMC3?P
zEK!e@#>c3y#o+6-ZA9~J$9Koa5EVe{%y;K+l?7j|kRKtFh4-z%9Z4!vC$Ak5<vkkh
zaBD|BGCC?;bvp7%nBiZYKO(<yx(K>pv`it}PC;mLKZ3A>pGgfz@7vSv^jIM8%SMl5
zpMnChtiCgE(R!mikgttMcgH4{dDKt$HI_(2&Y8xQ`b^#;^@8sB!5UIG?HctOE>4Qj
zNBNv1!>j?Krh*0KC7C5<iatCcX-UOsX%hU>ofoz{*gHBqE#3s=&oRfXPOSv4xo;?L
z?#m5rWjmKf2{LjIEfDScSzU)5z#U2-7HfEiUXs+Io{X=rltm;q=3XOa2!A+A-a@se
z{e&LYt@Zigh45Og1Vm`;9Run$sXy^LEvnULT}Nz^J}YqXc{|;jkvq~gcOYm11C9Y*
z>srYg0TjEY@1emX&dyJdGcp23;D#f9SU9t;>L-X0y=YrslC2^aZdx{VlxO%{yVjFf
zT8kzWf=s)}Yck?tHY2d@#jc-1`(<&l@#$4mShWW|Tg7+a9P8IguwD--xI(FdZeh6|
zhba$BOD!3I6<<q@l*|kMxN&Uo!ts5>(zo4Gxwt=a%*gmoT`^6JvAB~s6Scve?gME>
z{(9|DHd)PFodwUFPU4ktv3cc!&hG3>EP*a2cg;|(b>4#x?%Gl^MHKC{gnUVf(#~R%
z8b3YyzTJhXHLP9~w^uE8txYxouRiT~*4st)T1*+9=Xk7ClWm6KAiqeZ;8xX3<o;-t
z_h8Mt-C{F)EONYsE}*uQ`Nf{cxp$4Rn5uU}{OA~bpVQ*hI<N(j`&ugPX#DNQ`qv5t
z<WCue2;aDaMke>mt6d2TOREeY9?7{gbLQ}z3-;`7ZAorkNV5*Pz4VDaKl5F1(0yTX
z>`6#bFC37mmDjtr@e$3vY>cco9B-)Gp_Hz5Bp*+ynNO&1<3RB|YCO@zzmBDN-TYW}
zCgQo62SNP$Wr^1tm!^4MiiYO-mP!}9Q*-a*k+NN!k>=4E>&TI#9K6!e7fo{!nm$&R
zi^2I%Qrmm*D87+ZJQKL*M^5+HW7CkHV!-oU;449FgO9Aaw+l96SD|kV=cnl78Q#IZ
z?#QRDt@DDHDD4p|1(zQ-m7498?AdQou+r`|4X2S+7b+zqg|BC4-+RuX<L_|XKlnUY
zQWtnOIXo!EFNxp$N$8i2MvWkr1dRjF*vepkE|}?+;fsQdjq+Ap;Ku?U$q3AfB{g^F
zpnCB}(OP~eXv+Ei#l%&4WE3?1gg0R*_{1!Ue<zjHa((QgP`gHH%IZu(Xf)-C-<yD@
znxNC#sTtltJz>)vlHs`GVqRCf5B4+m=bwiQcwOlaDMTm6IE1qHa&kX@9&YNIKF(?R
z#4nLBdEAP}*XyG*gu?8o_B<uMy*x_SPg<$Z)6VmalkcjnQd~(M%~q|?%|X3i9Xe@l
zbwPFdQ0=#_U{yTdI1YW^8)1f?=FHBw=*d-OIL?tZ_uVXl6!I!@jAY#je&m*$9!G=Z
z@|2z{<URD_Q&~Tqbk2c+OTh}F+Gv~;6A;ObY7ea*DaBUD{WQk|BNYMQta-0H=k#tr
zp5uXAqHEJ!Y-n>cTCVmH9Vs|)SsbZ{3m1;Qns%H0Vk}T=V?IC9;WP3!KOAm1x&?`U
z4^5D?;hTV0T)fw-qbkU}L0!OWt+1sXGSdd1#iJx2(YYDYX<tmgb4=&$fQ7jR{P<ay
zu0_$^%a&+<L8QRjhll(wTShG%bIb20nrz7rydNx2yX;0CZ(Y6>n5iaRnoe9#oR7YG
zdv;p2IL%*c<K%1gK-Nmy#Qng+z-PXh|Ger(obkqug5&M|D;iW=(l%d<${Hl2DAA{+
zn=KxWtZ#>qI#iu!V$@09%W>zI;bxie_P^yfx{|Xwq-nwtSrRpnbh``JksoxQeda5F
zPqt@*w;nX@TmhQbR&~ygKYM->)z+Zc<Rf4jy-xno{?+XlT&H8NZo6+vyrL_N#?$om
zg!kX6RP1)7+~6$G8S_12t-sB!TaHk=<e=bNc{4k&N>=mOFpk=UUDPL+X9@4%(*5?{
zQa28EbosShtx3+NE*kY2ouv`kfUd}UIp+Yql_0pco#7$8uX{dfy|q$~-MAHWCSb!a
zYyvhRZkcCq-|L09Q+z-CQB8?~lbyMxgw~wcmMAGQ#Eix6H%R?8qSauDwhZB(a(679
zB`>GMSTI8T^JfgvHLw(Bs==~jQ+EAE&19W4p>&8r5emS`Xrb%8eSr}=nm^P#V<&C|
z-oco8CWKo&OrfNU7pJ)PCn9h8N*)@5vILiRA*FvYErulA5)?sglE%eBm3Ppq5r*5`
z(iWZ@$2P#>%RDM68r3TNti<THIpulo7cjj?20iI#W4nq+!k%z>db-T$h&n@?j&l>*
zIu$R!_Of|fUr%x<kD(w&ZgZRn-3Upm7A2sF?1C|_ybb(U!iYwVdl;$D;N5!l3A_Da
zv3nIRx?(vIt=6K|k~g?|-JZHx+!Vou5f%3pP7}XB*-)_eZ|1<K$BXPW5g#P*z3I<!
zdAYKBzUmiB=@(^nL8nT*igyZ!%htj9iWWZY_?cMQk-AypL`=R2@@Fj4il?QBHC4LQ
zN_nzw)GlEm(%-81waxsc>-W*8n)$UQ#9|fcqbeg5w7EDJB8q3bj{?c?RnZFj(xd`_
zc_A7mryn1|;sl911<_+{6kMZLe@!)2w5y(t0wUM0alMkWBMZ(7_x9*^cf+i~zT%sE
zBC%F5EnHOJA8f(1H4#R}@IQqu>y;o3#-3SBgm<I@h^1P%^3FYG5sAS~CS2`XxIA5|
zp=|e9>^`#U<Ts}k7-^&P(F&t#%Sx7v*P<3ejsJoZDKPHHty|I&TuTUt%0ajnxjk#c
zZ%KbzQm09hO+l6^*GmQC+EdYqtRwILr9q{)(u6$*f5lJUKaj=p+8>AT5Q8XW(Iex6
zN{G|q+WnA5==kN)nS1Hc$?L{rI9#NJ(Rc7_oso^>4k9f_CvK$gU!9jF6H~UU6fS+{
zq`+;_XCyk@^?w|oA1ojchDtY-;CGl`^0g56pxb1h;$duRtUZjdjJ5cKB>@2u1%EmU
z?z2Mts{$;(Ls6yESh!ht5#IK1jkqGC1=WPIJYn_zEbOYtPG@a2VXH~a9`}=#TV3{o
zv8nZ)Ygr<f6tsCbpLPt9XA{+~F^F(NRv4Tt+Y_mmyCsN|jB(-iVZZn@6Jcq@i1xxv
zvOPOG?FL29T*hjjZgqo_i*a$`e91&1-(U`Nhy>VMk?+@;L_UT+%*rBZf8L;`oZqLh
z-u;N=K6?4tKx`-vSr1+5H0tK@wQvami)pRhN@qmpMKny+(ZC~(i~Y%xm<VPqA}icZ
zHO-hHo2M#SL|HQXYVTb{Ca9)Frl~qaU!AikT6z<`=gDmJJDi(iOU59I2#2fh3}tLh
z!R<T?RcJikhU-m)(?ohlRE^6-mr$v7q52|$*BD)^xC;AoSnx}!NQ&;>MWX9`@Avl>
z&C(8*WXQSC;B5DJZTFmpXGMo+_lIZ2Z1-$!onwfNdJ?Lvdv!S|44Q`-z51QGP|vOs
zx!x%=uiH3gYxWLWa~aAFrZi?FllHQ|L_l}STQ7XuOiwlckyEvadA0E^49^>#oWymZ
zA{gE`x=Dlxq_qjgA{6L+2}8MhEaGsh*n4aXi~;d!94f<y4RJ|p1}qep=gThm>)AJc
z4GrNdW+B5N1|ZTLzk<Hq5axm+P_n$=1sSzS7qS`$j*K)jB2gNsm*x>Cw)q~htusNp
zGbN>iy@{BZr5oiaJ}&p!S(JxerPs#S*IVSLzOOD>nrY<r{S!pD$oJycJjcRK7NU+n
z;prn2>cx*8mb5QPQK7KFFQvBc&~o_Wm~@)!hnc0eo70LghFKt1JZT>(3&bs1l9+LJ
zdx4Fj=?3eF*TI3H;JzZ@YRdXnjIl$*FMRzTSq7P(mB1KB0b6JO_LjVEA@LTL#fXd$
zM|XBo%xPm^wVvAZiked3A4PGa>H7w1-nH<j(t$EaA~6<-oMVSZnQD`bj;Ya=9=K}{
zIA>TlMnWxE3Y}6(7Y3?#Zed@cqTJ@D^l_@%QQZ=RUgu+8FC*O;75b!?o2EXfO3zx$
zD100`cvg{Ke&JAJ&Uxc&V6vYs_psLZp6y26SJY{*m6mR|N3d6YFIzl~SF7QV8wL9_
zJ2|Sz$~>^c*|D3uZQ7;+li-g$Pz+<^bzbWj;2Ypu;-i!>)i-)^8`-qgciV^}Q5IIM
zdDJ0tuP*28PP@2YRa8~}_@Y;_OtK)Bs~qaK+(w>I{5i^lz6~e3r8oazr^=|$Ay280
zRl!d$o}M;!T`{(R1+D_eF(&|CQs!|o)+1T?>6FoNJlZs?T==C+G<cs^gd_LhhdX4i
zr#?m&K5=~0v-(j@QIc%Ao0&ef*u$ZfEioQG#21I~N8Z!+5D<L;jFInh^BGEAWE?Dh
zzXFld2GWK;-oO-=cy_ot+xixH+-nZ>7vG&`czSvQEL=EaHhb!O1hEC+Rd}SS6HWUd
z=$J7Zz4ZKv`L1=#=%g>~KZVnWxbOQ-P%5jaIa$!X3^&>00Ftfd>IYE*6+~N-uAQ(t
z60|R#<zOAjPwLB+>mWWv8X`eo!z+E$)6-;e-8$lLS0EQmv&tSl?)f5-fZ+4hwMLcP
zD8xP5W$1xW#qo~>V=8B1<9Gg-o%N#$`D)Fdjm*cX#r@rm(or5>)^BGnU(IZ9Z>wAg
zlCFY3N8d)cY)MEJm+^tk%RS0#C!I@9FTLFf5JKZa)Y1sq*brAM_1I5lIDU9vG(~!3
zWs>sBsx*~$wi>5t<cX}85f=*QAG?$&^GFiI^C|TkRB$vq7?5=B`XGk$<<{@a$dcFI
zC)b<+%S%Lbv$Oc&q{yTc5s8$(%{G(7<a>+Pp3Z?q|C!~160QK44JILbDvN?b`)eTv
zrb_6Awkl0dGNl{OmV;k&P1U_DVrEp^jD`rNp{`XKgeVif6Q>Ip?9K<-kN7Q~6hiC|
zA|xf3VZ|nvJhcN9VxM5<d{>Jut&Y2i740Mqq;Zv(whCaNe%wEjkk5`8iF0gT3#&rV
zT?zYaFx6>!gpK{%hAs^#M^Na*Xos7Ld;v|hL!90=$%)F3(74i|a$nTbI6yq)YiJs#
z*fW3mpp4+q0FASvYtp!rL67}-B~#---#OHMcJiR@j+4I8!r=Q?Ne9I(V$D~@)RazQ
z(_kguA@co^Gq`;}Uou0^=Cx{{9iIguQ;#?S*@7a~@v<zfS6W}S_85B@HyEdsJ}XVe
zp9+2<eU<r{y^fvHR5O2l)PWs`a3FqC_Dj)T(e=F`4G)a~4IhmMk6Zf9CXFXe<y*{~
z%s&VyQan%kct5-NRq@y2J&hiX4UH*{ZyJfIGhc<urpt%csXxWA6=kxD1$6sb>zH(r
zBOQpyBu`u0A@R8y+e}KG*sFXnZ-0piKV0buTYMi!$B^4<Ph8NmuRoI@DR_Hu%|!3*
zH{-dyDbm>UUIKQ$Ub%bJ0rPTv$)8!b`HLRTG3{foQF*OUI?2Tr+tik$W#m^9XGgHp
z!OC>lf7p68u6JLY{CRM(Pw{^7d9s*LpzCSXIOctuQVjv2%jB;O$nxf~SmGxsB8~C4
ze)brcNW49(tIt&X&AzZ>`dIdMBvkTRh{c^`vai1y%4)bMZ+e8fG_kT1zO%O?xs#Du
zhri}zT40V+<$Ki6bn}?H(mhe|MO$P@6FG*oN`YWPwzOmDb2e9qV%W21BdQ#eu>tVu
zxZ_ff^}xlN{X_T=m#2dA+!3+ZxOBbtTwwLli_Vm1i&>Ei+duH!V`sr$et0K%kxfd8
zFhu25L<xus>fo$H_oe)i4)6ChkR-50HKW_X<K`E$h^ueQ*<G^;S&b_v-6?JK$pnoh
ze9o`jvg<b}WF?+!lTdY;vp+hOh%ms#;qnW@(xjL>IJ41sElRVF)_=e{q@(d9?CCz1
zl#TE4sajj#izyhY#)bUpr@H;tXyGsC5MRgZ4N`geYOm;L^A>624zf<6NfP0IF{0qx
zL6MOrFB{})Tps1H**3^D+#f4{8LUuH7NJuqHpo$8cVg;#xDit4UN6RnN+nxKKX#O0
zG2lIxHOg52yaJ7vaZ`t@Ad0Ko@>uedHGDZ8o+mlabO4WfuLQ#oj}5!0p%I>9lx{7U
z_x`=GsF=_7OmcbD0}hP33hjlGhLRFhGwk69gj;CoyPIu1g_0H<c-w~Q;XQ1$(=ZO)
zlxfTi^s^w0FnSA@wOxlmX-Src_J`p?YGfhBXY>t2vjRT!Uq$sVR+_u(kW}45s&5z0
z^se4F+*HlBz#UQqokzrd8h+UHkksN^V3l9u()Z7yHw}kr<OA00g{K{1Z8>6-GeOP%
z{0obu9^Y)$^#Up1ZB7KKuZkWOEaBG_MwO}Aoh7{_G9Vw&Pi->H2q^pJv3oMj|1z_x
z(9off*RiVZM`gN*<-0^8%fi9hSJz|iJeQbViJ)4w0n$jhS%KJxnJb?)-e&Au#xh*h
zuvpG1oF03r4H)2F;l-l}2n_N5f0W&2P$b=!E@0fHacOAWrEsTl8h0t&-QA^ecelpf
z-D%w2-Q5~@xP0H4nR`ym%)K*zDykwQv!W_u?aaM)=JN_=c54wh?+D8&@y2uo-9-b(
zb$oFZujD9T25ao487IH+vCgILe4|QbA7pOA=bVY|=N(lSv6iTbAV+S(YJoC56lRF#
zA0y9Y6JJ-@c4tDmd0YO%99Tt2ZH7~Budp%zS|cY@<1arFCPj*AZyO~&gA<#`pkX%!
zAj_F^;-npVc*+0$I7=oMkaLHsI1SZt8__~Yy<nLFHu!pMY>8VWF+At41}{VyU>L(N
zB4(KI(ohdYCC%$x0M)~EFi|aOGiG=FFqkHYp+}@8Kc2dRwP&BPl3PvfDjJNC^GYq7
z=#`j8Z+paaA5bBgkUD|dr99BHX?;hpj#c}Zz*Ls((rB8l>5fq_1)t)WlVm^C67lDL
zzJc1Pv0^Agz<e&FACvJ!sotLs*@Sjc0Roh$fL-M&f~kOhNWE=z{aU(alO4TkVxAHK
zn^!`esFq#9;;p8kp;NSqNwyNs-Y-MtWKX6p`{IiG(<Va<bPo3mCM6O=05$6yB6P<Z
zW(enc22cIwKuEY~N;FgKnVy_6!ER=xl)Hs=Ipu2ImpLHkE-8>NJ&Pwva|1(8K|(@k
z%+VK8glfQiDW{Vwn2q4cDqp`25|4hnq#p~E@yh>hV&>T8<#U^IuKiMTYXDi~&{^iw
zdsVqxDkQWTc`wy5DI?0TN>8NiYa&4PCwD>Edx3NL!O$lTrIx1ibCDh7HseN_!v11B
zF8XOpp5XS0ANPsqY8%^EYYX4E^$#}rG!2?rubYV;BIO}pW-Hqqr>B(!>3xo#CA8zf
zZl)r!yiVI1=Z_*{y(dP2=3~M>R8A2uV6}c6Bd45pr5HmYI)<JFXuPyQr|?KtyD9x0
z*-S-!@K?ylMd~vAO)Vbum4t75%2D-x=`#2C>#0R%_86r`7{lDwZtwHT%B-CS;Vut?
z)|Na1sq4s(*#&%XdiB$Fj5n^w2Y#$>^CS}^MzJ%+&g>ps`Rp_ZtfM27fKIpNJq;@(
zFR}X64(6_+jU2pe5Za({w9RbEZ&!Ref=gK4Ju7J|PVj7WD;-A{A`c6hKv(nW<3g--
zZ439RgS@~l?c30g_?1aavtg(w;$6RT5y&jR)}@|&o%^7#Cyvx0DLt6VZf4?)!=y@q
z`7!>LzU-xh%0|W4%4B6jr5iAt7QpM-q-gc`Il*eWq@=MVprjZ4{0t39`LP2;0!f?r
zUHOUf{MS;Q67Q<qJL)ECokS%o#r4Wu<xs)gShI0CM$gYoh$*}!G*@1JD6sgW{(#Rr
zJaeV!>LQNyzZsCHN=DF*=sJ<XRjY6s=&OGy_<9BHPE3Z=i64gxo}4I2n1`l$sAyBc
zp)CmW<;^fhNT34+#C7!~K^6NmatG@fXi@ylR0M(B<q5xci1^GilI50|Ci(@%6U1Q9
zAdZuS<s{fpZtO+tk>IZDat1Rm0+CJk68v<k1tdp#Eto1owr@%~{E4E~He7hx&6bm$
zvD{z1s_@jg-+EUkDw(Y420B|ai85*SxjdFL!;-okK3v1;d`{nHf0b9rH8(IR4AA+x
z^c+j8m!+}G#dN1Bur$EF22M{L_|?Q!%=)yq=UWmj^zA91Tj?Dp7cqlJzKL}EN-VOu
z=j_8<SU(@$S)UcW!fMp>CgAYEOp-stJ;%Qlop!c9Xs$nXY)X4pUF>Z9TF_c~kzcoY
zcyF;b1{9T(yfk+-a_QL^Yq{E#(|0y?R+`!T$egKOY-`fBvA>M#czKw)epuk&OmnjM
zrX_@a!}E0)?=AhglzM01sKCBHFfz8a7ZH$MmW@d(po*5WLQ|%ys%3Z2`fz^y^|Ed1
zL1uH%3t{u{OmYjXw(62$vCM&sI4Z#3R;uR^)#|6Vfq+d9N3P@==%wr7pRDvso~f6>
z*j_G2VB<43kFzC7TYN`6Z}<0!?~~r?Ude9>iQ!yR;mW)CwEfnhD2PX{P~nfd+?F3x
zZH9NK^@gaWSydm^IiTxT+d1OJQm#nf>N)rvJxyye81m>@LOcEGb2f>&sNGo(qef$4
z@qdvFN0Y_%B^^;HrnPJI9E>XF{&2A}H9r!)9z&EwcXu)$AwHQI#gxj=MMo`AIGm&F
z*Q+!AH4$eSRIK0Br~gLVLyf7WTEi|!OTMTqlvx%eOs9c8FX}`ki9TzAJ?JJMuR2$f
zJA}%*R-T(zqurM#)4oP!HxP<GiZ03v%<4B8mo151{ROxS^7>8-H)|3OE47|0iun??
zYnr6YpgIL{p46HI_HC3bj(RQ$O(HqN@7Mx0X2Yo*LyO_-9C^N?EnYaUZ~$wZg2^7;
z#9l6ONAyGC9q_gshtU{ZZ=g_f<7F!M4m$69OL(prYape1*-wZ>HH}#<ACt(5fnk>R
zF+v(LY=1!MHT99Ax1@N-L}yXacS*W<8eH}cXPZ9@80&nKYOM&)Ng95*@P@&<W%kRv
zsTkCW!@}|E_`*yObQTh?V)CVt#ee*3+#<Tr8-HG5Q-OK3G@VyR@0GfV_A6Q*z$m|F
zPgv12QFq`9%bR;y8x`W##@TD1nUAJ=3zg|}R)Ddad{IJ$(9vOuurK@&{*u4M><31b
zCu}u5sY%qH0Ft|9sh=m9BR73afkB~6!TD^oDeKww$Lpj$O{N7qc~DJr2;DtSYNjrH
zJ(V6gFyjf6nGF%+*ihZu*oKrV?kkQ!$5W$r*+rOHA6Hz^wNVCjrrk>R_yG$)_#eu(
zZ@Sqyh0S8O2~uv`)nbVpbX-!&RfV4U?W0uPp}bU)Vqw~`=)Bf0e51MwhL!R9m12I?
zbq=N*m34x#y071*ppM^rihYlV`6W9e!NLqlIE8@SGuC`6HP+vGJH{t)>m=*)ScX^A
zj8wiyX8+K3Z5PmJ29_}`Aeh7+h;YjIDW&wjne^P|B4~@2IXVtV`UG)N_DQuT&I_vB
z<eK3e7n-UJA4u_eoNsy?<{9A$O@oQYpe7Bc%9dz{fsf0@HeV*-s$lh8LTtm5;eD}2
ziy=fXwVox66pbw}AuGk4n`c&o>rn;VuCR1)t%g|l1zfwIc6WqJY?k1vu_yrQsGrf>
z(DTCL!zj=<m0#tF6e&;8`BcA{g(Ze5!U@LilVCE_;lKsiSX;;5>@&!3Xl^Kf2X+>D
zmcQm)UtPoRUteGMgMqhI*9uYbE)t)#Byr|kOUid48dS_takeay4ObT*8)MPXpR~F0
zQothWs4NiX{Wh0j>{8&54@SJ<5jPEik5aY5ZmaISiK5YNN}$r@sM^a7N*Jd-VL?L8
zB?_>}EnMR~#kpzQD{mFCPHtcI^IRs<uBK$IZ=nt4r5`Qz6l3ScykI@Cy4OH4kut=E
zq?3k86s=o{>3F+)4-ITlOQWP(ED>*2FD$N4@^=1U_g-QvG;gATX;C+@xAy-4+0^Id
zVyy~R2X{WNcAp)tVg6ydH(d~TU?X$+?Kx_!pf9PEdlqxriGjK&?=7{Ta^(_uCofmn
z!*#*V%vVsvkbE9U7Mc!F>Mkwa*}?PwxmjZXU)R6d`{N|_@uEOdJ-M*~waubZDY6gV
z-GJoEO4S;y!{diF?y{A-{t@dyEXsKjX!Yehj3G%itAgyBcS!JyTXWzgBV7SDpbkK?
zvyb!5m8N5SgLi}R5)v@(MzRr*jC~_mrCRT_cioFnFSdYKPrBq~Ulq!@UAQx{TkuPn
zvR7zHJbp(;lfL4;oLGGQx+leCcP1-H82<78IALfu*{0f^_O7C0upOmi@vGViYwEK{
z(us$A(!J%eTB{N2H}|A%#>_v&nL`Yjc=@&C-TqDOp0?ibhSuPu09yG-p9L2*j7TIJ
zc+ysN`6|Z!%+!duI=0I-4D&<H8Yb+_n+s!ciQ0r}sW1BhlgKqa#Kx=%VoFqP9?l;^
zO4=6*O+||U)<Jx()_{04JwpSI#F2MaPCNyMk+GdyNIw*~KqwzMvQa~^v>qt=#<lMm
zdc;bfQ6%$;7|Uk)XCafnuS6Rn$X;2YOpOuUPj3NECy>d#^r_m?!$#EcY=%suR@4ss
zhbHcO2QzJ9v^W}>xH??o@d+Zk0nhG4h{O)6vTs)ELG0W)5)}XosujFD87#UhI<X{G
zpSqD#rX++DT>%uEMKheR_~9JX>HJ~eH%YJ2#_<iF@mrfBc02|F9T4s6BCDWNEC`OW
z&}}?v4=8U=rfFM?Acb*iQ{1!~T}2WJPe#y$Nl!m3R+=Mlm)}3on2jtoQB?cq3*Ki8
z+xa@lzJDPw*G)&49wAqbZ=K#uu{^QC)f}%>DOagfsZgo9(CIL`+d9di8=)(uJE42i
zXtcyx)8bY4YJCpPahTsMn;23FNYry;z?KMl=>=c*XA&Tyglu3nm4x$W8Lfp&R47q_
zNEF{EG+1wPhuAkpU(-yDZBLC5W@=H$VbPRGNK&EKSg>TW`^q--wGjy|J&oP2$;PH~
zEFs>htjTz8fz8sVymF$3%Z@C`i_C<SO~KZq%Aqf(O&{Nm_Sou22QSGvNg2LrLpgt=
z3HVyIp3i}dbpm&H=D~#h=KjVGHVt&kfph~by?>ml$^{Ol@B$ZMvTV;V^UL8qRL#^`
zy9(aG7{gjBg)ymjstM+6;>^qiw~CWnOWaIvt8J3YZ7L4VTSMaW%F4)rbUGAgOV;k5
z1JmcZQm|y1Cocqydtbs)pD3Jfv5D7lWiBhY4{gZ{o&DEM`?Mf5stb1n7c}ZHK6602
z|GT5q!%ULC5(I_tH3bKUg$ItvHf?QGvB<1le2<@CY~F3IFq_uq?iUv!1}WvVpOf^c
z=n2atgp_%SxU;^oIf-E-BzR+Rw5u&6H-Uq+HeXk;5?B24yF3Y<Wiyl+sE10=;b&(P
zFv64%EwD<w%(yH&Ar?$Xj^s)@o}PqUu&#N?a5<Ar@dJQiLXxpY0?m}O1O?|8tI>3l
zy~IF)uQ>ZQTUKA#3ZGUu$tH)yFr;b36p&yque~2um`4R?quV;=#$v9e6oQO+hH-&@
z(@#k^KeB)49G6W(kD>RTvPf`BkJe!R#*(BON^W=xH>?dF1Xpj7ux581UH+3aro1X5
zqsDUcefmfKPuyyx5mb$R^dDE2@NFqp1*O;c0G7_`m?eUrK@)$T1v_Ic{;)mbz9Qn>
z{cIiT>4(=ygs7rcz(5-+gy+ugt=X8Q;%JcgsjMu@P-euK9jjA0>+}-4arr~dN-{KS
zAHPbq_ryHyB9&5?Wa%JHSQV9MHy~Yvi!<lJ;}yjxv8#V`cXNC5uxs!m<OAnp^qt^^
z@2br0;~U@g3&r+IfXc=?88lh71SM>8pJYhfue<AC&Xp&ctQc#F_RLalgx=@&CZ5#Z
z%+7dYz&)%<6r(Wos{%T<aKrTyI!yMRY9GQ2yDgcmSGET2m34l+xk)(7Jn@9#3&+i~
zPEp4V#FRXh66|=|j7`2?Chgk$8IyB};d2omUD$$|!kIr1BGt7cW3G)+N`|oG8DQxq
zjoffx-{M21XDxsNCKkucRZ^4pWn&pVn8Risq%FB4DU4dC3)H2~R~IoeHuCAsj$L$F
zI(3sLPAP^*gSZPs6xd`H`I*l}E>ZXnwJhnzHdCeO<vl*Xji+wRb&QOM)C+FzD;W&S
z#Lm91BINYtzJ>nuib7a!K&<zhSgyEJwZJ4F-D_l#*&mAPQfMI_J?(aMFg-}_Bg6m`
zkb}*Vp1ZAX>j~}&Ce9DHs%8oJYM&Nr?1nW>mRv$NQcavYB)>;}?HU;$V^nMe8|P>;
zgc>?~fzYv<xvfGGLQEtio8fQIPfVW^`!g4m7ysnTk{^AYZqR}FQu5RgRntP|g-kP_
zv*HxuXC#>GtyJRcz&Mg!6Pr^2#-Mtq>%|v;R8=i?3r{1-1y_n&$o{+0$U-FI{6I7p
zWkh$DHV@^P=)0ypD%6&`mzp~3Z+Qc?Loi)7<A<?UHOBBLWhTtemo4MKrGr~8PiPx;
zS4(kk@kF8z!B(NCgxO5b8MV~o+ZC(IzS`*|PXad)i{1lT_N&i!?=c{&OP0W{t#0%|
zx~r>#=oo-3dODF)*lk=C`Vy__|H1wAmYyzYWu0l$tBS;9<^mxs>2*H#<4ByCz|fyA
zl;6L-+kxNZx1d6K(tP0{NrPo%uK1#1iFh)>JiZLKIZ;Mo2yCjhFaB?++O5=p)Z;(1
zuL06IA9wO-EU8S)BqNmpXk3#$d4v&eW)eIX2*?F7q5D22VFC;*q~OARU~!gO;vomA
z!ZVm6Rs!CfVH3Zwa-C&Fm$3^*GUY#f!{(oQui)@UW1kS4Fb#`ZFgLomaF7gDV4yHo
z$_!IE@?hAcH`(I~l#MX&V&vLvN10Ts>z+D(IkrkUaUx+Awqr2c#JQJ(k@C}!qNYR0
z#jC|@p%Fp05yH?DY1yXh7mDcdeO{FWC_7Tpq~Ie!6We)chP3S*+qnp36V(+COD!ji
zfMAqD3VQ|WI<y%3?Dd#hH6y%CDE%&+cUA!9m4ST4(B3CaphzgSv*Lz6;T|zfwnfqc
zb>5R)YCp%Q+M~vln-VpHRU~AV!v~@Qu{bcZ!9nFUOZMrsJag(8<i*aY0s@JnRv%@9
zxl9T$Fjau3GFlzZ4cG=>%QWOW^qHAm^QwDF6=|%^b@P--4P)r08MVKxpOJSozhI6>
z3Qh0w&lp4Mp+aJ2&isUYs_UUn3{65KZV-}M7Rx<R%M~TCG**JaQCbKPaBhW3XG8$i
z@F=%WJb>A5iB4{)ta=!kb8Hw%>vEP<?5S`GqUDapkATt|I6jE*yQm^}K-}m|Ih`0G
zbjN7?>Y&z&Dv1yNV^u1~k@AR7MhAEny)OgEI}XO_r-QFC=;iQEi^u#5jIn{IKhY-e
zx!Zv2I9buRxdUu4au__>J**-_GLyKTvyW*CLWhDRaTVx#5NAp&9_B`g{gBbwI~dZ6
zW#{?z?2~-;GA0|Q_GRRU1Q{ZE4T;6Rpdd`3V5{j5E@{~#;C>Y+(mug<H7g6O2Zda+
zxMmEK9eDfA$~dlFuz0S!Jga7#$XGZwmX6I4-pq8JaCC|0+GtCZhMB53IuY@HI5dNI
z9;M<`#!&Xh`aX+m1g?#MRGEr>6#ktw<OW{b#J1KFq08d4{Yki1#fg^mgt<*>%UY^+
zwfkt<jqYaH#EGwT<*3c*5C8Ns;;WxSKg-juyNy$YfSTXd6I6y=Ax-6>9|J3h+GHu)
zE542fA5U9!Q8+7DS3~f`!BB+9^-GV!c(}RI_F6WUotVeZD=U?2k6SqAYhjdCT`Dc#
zElC#7q|!_#{1U<oA-ZsDdx|Jnm&p@%on)?!!gP|8+H-alxF;?5<RUS^3Ed57uQ-o`
zD^(gz3Nz%)z``UOOeps3uR5|0jeD$0yv*Q0l5|8+q)<mS-af<3G;H*G-*UaDgXpr6
z$s`^?PYiGl+dD++Bt7PR3(1mhqC_{lAG?0VxL~z+D^RXTWNyiX&|}y{qqbMwBiDKg
z6_M#6BODZjdmwhDBNLx#4U_S|C8=Z!nu)vPT!)8~@HDc*nDy9Oc2`y>eSX8Q7WwmD
z*b5Jvjv{cf(E*Q@=vpscwVZiTLkYzBwZFn_)LY5QRvdA=bsIf~S6C{9*5GE``TG>g
zH>D)Q7=|oq3sIL08+22wIbvVBP0mh0fMTf}TGyfbAZjO)tgNOSfW4+ERT0msukX!<
z$96t;8)|5^UG9gWRw2nPb=w*RcTq@h4XRnKdq_ywj}`LN&f^4JSeb^LYj0JPE~eOS
z4INv!72lJh)MyjT$!uf$Mn$#UBFS`Cuxez*XbfV;N8>5Ya@U(lB^tvMkO1zBRf$%(
zL6D*$Z}%h>cjd2&G@AXy{HtYlq$fdLx+cs=rhCGzGFKi@f+SxN0;O~kz*JyvCO$cl
zbtPFOSvPT=L3SsYCvR-3R`Q1{(LJ+)N_UhJ`Cz}rFRfa001aU>rH5<c{(SY5^nDfH
zz7i>j6`brvbV)*7J7I;8*g|{yCS6Cb^aX})BaQpbRGy-00ctlVDtMM9bf_aSRXIIO
z62?fTB~jV_;8vkw)2jR-3A4f433q;gB})_uql}+AjJB-H1PVCsieBl<Tv1JJqvq^C
zdZe66?Qk9yLxX@kf>-Jv*u;XB#3J?4PFDB2vUn{;Dl#oBHN~Ab9YGwvfQ<%c=AbS&
zcL{I2LEc)TDTQA}suJ3zFHwex$wtSc!B4U47o%MNW6fS#Nl7_=xVhBVzzDlQ1bsd=
z;xvBPRlX&RCfkv03k<J_KVRrabOB#N)Qrx(O9F7Y+<Jl%yLW(m_Zx{3i%f1bsvpl6
z*}l~st*e(^lbsLLF5KjwkEeEXc)?eXlemYQBrV>#5IY4_H_xT@73AhLp&cfvU*pHd
ziThJb?h*{q(m6;gR-KGR9Yp<8GMUL0P!%<GNaceJLoh_Q&v4Lq1il~3V^dm$a?yEc
zg~)QxD5Ff4eSP2IPtv)xRlhx8i4;66H7&6P&aL!lTsq>(D5l<t;&=HLX0!gLVZ}kW
zm=e&MH|RWgDMUKu-7K5bTKUfNw(djC1VcYjdUf4h(8b+VI7QL4aiwr@D?5^*o;CZJ
zrBV_SVMU}}LTm{9$~xicn-ud4lq|%b0(H9i+lf<q7CR7MFd}TboIaOeQD+Lx-K(5(
z6%9#si6?6!H>I<fa^PKnaO)cw>a#fTrQN(o_-6Ub==@3mHACzqW`8z?F-h2wxKi8{
zm|QGjIIT!}Sf_$8CWco`%%qiPVTvjfLEn6{Gw0eeCo8~wyjg{Y(b~k0BBc(?c=I4G
zfHaotCAiMr;$6<*!W2pLrt*cGN(1}5{E>JxM?H$kkd1EdKzYPc4;H+1A@P8Mx>bEK
zhM!;|LvvdP=*yH}k5rMt5y31ljb}efGyox)o@HGq-)voPJ_w)OYNDFU`NdhMQ#$$A
z0A<4S#7s{cQ>M!9=Ur2zmh)5S2LY|AF4Kxi-(dU!<etg)+1)!0*;3!Q^qBDiNCUE@
z{8ua|a^_BEv!pr(<3E@EA_LD!x1?n(@4|qQrsNsrT=B$G->N8f#9h;PwX&?TxOoP7
zkUa)?`K~<A<UuD-zx8=!58l)bA)@mgifea70V53~#6uFbw~qpZ<UEy!3GrXWUOIvj
zdQ(ht4`qAdubmun5f!h>`YK(;_#2>kt>~M&MOv@Fj^4o)@Rcp7<2n^tG$8MzJKm?n
zs7sbu**md6o!tsq0O&Q&sq6m;8xKpME*Jr(0;Muk@Pjm<qTY`OCHGj0c0`V2xgAnR
zNCdZJ9@G1zW^~k)a3mARR7q7A@O9T37)1oEjLwPXV{6}(Uo7qyN0R667p#HHF0(c2
zCoxyPFH_yKWik()>hGC_HZJe^dv8lW#=F#ByWf$KiWfH>HLe@eR?S`5FSMIIrZ2SG
zE|)rd7Jq`f8`V@T5rp=~KS|eg76uiHoW7l^-aA_ZtM(9a25gx$<F(S)Q#u$tVr>Fl
zG;%uo^7c-e-79}u>|xr6H-EFnUmP{qkmpeagIB>(!AS|g8`+0`5HX*im|WB>Zv}cW
zy44&g%om(U4okAaS$2M5C95e+>RIsfR8z~F?27wSj?4JfB_?P+lD7x9v7n}=uAE;-
zMI{F2&a&Q$=UgpN++e=j>!sD@>usCM*N6lBW(=(&HLfp((9jTE6D)ekQfrY@zhM!z
zcBMq)LJb}4X~oGz;Fy%8SRxi{nre8lmRK#tcc%wla6<>g1@Aq@C&RMxc!iN=C|E>Z
zFwZnPZPq*AUW#{LwmOlK^mIyZ%nyyma=Kmmck?V%xx-Cd$O{i%XP+u+w<0}^1<aDI
zCbZ-F%(3fQZ@oqBoY|7f>ndsAePv>y6sxZD8~YB7${o$!*4y^w9O=0yuc*T2C5sZs
z#YqpbCTd^Gueg5n=})exvGV9Jn>d6PeFUliVPs1iIt}SZPaOTKf2$<KCmGk<xYSG+
z7@ab^YpHaYTd=KvUEr9P%o=AejAvq2k24s)JJCnjF9*^IZ>Sq@88-ev26~#SSVhoz
zRzEc&`S+XJ;)c`@Mbqp<NRGM@wK++(wIvkymoDcjmxx8Z&p`b2=3lu%qlP5D&bSN8
z7SP*XyHrUtIK?b?e5se1oncS9;l63`D|888%~@;>D~><!E)1YQ$f5KaU{V{E*De?i
zDs7TTvV)U3wtTui+10s9hgJUygt_E6Q=nv(XjxeEUb`)@b}t&XBovF1G$7K3xvE&7
zNYz2%4n>_pN=F-{)JkM3DPvt!JHfjfJzX_&)^!9zZkWNtEDH(`q1XrVXr#(rRE(+~
z%#$UGo0QdQ098L!wu<&e^Mru%ie2^IUGZF?7qV?#0dkb)nAvdrk)wd2SWToAVj?1n
z475q2YR$1>HI&+w*|7n4^~EFPK$&EvBS{Hr$H>TaEB?&|sPcLFpFhVqLwL2%>h1Bg
zcw=PP>-fTclc8XvnDOv>5Ra$?sIY+H>(Rj`B_y2Db1K=l?{Skww2(%`3lEb%6K)@@
zW>|4rg*GNNUNm+$uC88Kcod&UHp;FfIHuQF$*!JS8Kxg8IE8$_FrpO@agayP?G>_<
zx=(pzMEsb?WXyPg3*tJgPcr27C9(^5h54FP2aQ*PACz!RIeqb3_?6t0buXq_!=#no
zIj^;aZeudG*3fEzXe|Vr+9%vEcRpx7owz+rzae2PhkoJI(D5*xwMFgtdtB)4eT>w!
zE`M?4!1_}7NL!H@g(8iskk?DrSf_|Yq(Dw>T)ABdEH6!77nt5b78w+jxs!y$io%1J
zTYvfM#3U1Bl~&o+`cv71a=pS6C9S&lKI>5;BzU!@52aS#j#7>^Md>%MnL=Vp9I`s)
z*Xl2;IK4{~uJJ?QJhneK$)etuZ&RNXUoP<p;O9UGVP~lxY$6m3bvV3<UVErCtktP4
z87i<Eb2K7W@q;64&Fg<JnU-RfW};ifrJF(1ElHUfcL)K7WYT2PF3~O=;+)t_PvvG=
zmwb;2m!4TtoP{SqfixSXeHv2j7^3`W9FWE!!#@Rlz4|~IkUn#5#|tP}<z_JocUj^b
z>X(8rHD>jNa52eE#lml6vR3jkKaivmwR++12Xae@&g>Ajt6U$cI|bKZ@A%dG+;Sil
zZ79qSvCum>-`>ILc*95LSNs4h3yxYZ1`McCv~TK#4W!eX3H%}iQhd!0m$f>qrenj(
zt5v+2_#@W-6wZbRq)i?7lm}`NI>ZsYHK@Qu4!%l%dxglNp?F*c$rE(ZLh9U5QyNxS
zx)xxaa9d9^(~b6p_Ph4D*UC#Ia@sr5jj*lYP5nJ2xT;hY{H-ynR_Qk<ti@g%7NnHt
zvA3V^W3tV%k2teZTk+Xx3&m2UW28D2B{OVkCu2@OTgTFLolNx{qs^n;k(-h?%iOf?
zxE{DZNFwF)rcJSK#?_hF)s>_;m>ktRHcTgA<f1gsxP=|+TsxW5%A!RbAgN_Cb7A04
ztBSfI(!aw_k|q?rPVwpH^wLUth^VfAKU&)5|9#a8ju^IjXB61d(ekiAu@_gWnL<-3
zNA;2AXdI?$B*6onhMTnU-exTyX35#+LN5}h%t>p7fP}bv*W1ozA-A)Ss`DE6DDQcG
z00ppJ@PNK~RV$8<^4tPT)>^<7YhzwajV&a>NKEon!1r_&5U>hb)nD`oWD)GYSsA)5
zQiclbHP`nqv#9O}q)*Mf232|_Ym3qy!#0^-lyJ5fuc*$Z-%Q0Ea!x&C3@7Kn_h!?|
z+r3TtZu%6eHBggVpv2$+$t$tvN9f9`2hFr)ro`4NnwUq=rIC8BUZQz?qIln8nmo%1
z+m%vXjP9N&kz-q`nLn^=Ur3`=&Sh;L7cu66YOWC+bWre-E%C|Dik>q&2Fu2>h3dl=
zX;;Zy>Z|2gNFn}``=#uo`j(nzI1lQ?=sYp6CZ<VvuLR-;f&ft~SklCxXv2#ri=nfr
zj8fq_44E8o5{Vg5FMyG`DjKWgDDWPcPQLVu?Wh6jtz1#LnRRj4!CZ0bQY?DSGrM`k
z2xgu#(X3Hd)ze2>!{S*L>p7tm;fGuPsqO4S=ygnQTR;xUG2Lu(+RgI`<{no&w!bvC
z|E?i+g1-$#t`d@^1iuqyO6ae2Aw!eE5MU!as<^A9#HepXK_X-Ha5hPUwvCBYMRfn%
zin9|ppLohIdX{0lc)6?k3N6u{N4HijQSdXgO#fX%w5KdOrKJh(EzUg%(lCl!JEnt3
zjJ~*<b4GI~gaLiN@JTljq0HB!<lf}Na_4Uz#r>}hWyy!KVAe~%Ghy7gCCU9^+Zn-o
z_skbhv*}O%gabe@Y57oJ#Y?~mWJ)?0svvs?*6*B@3c<i;#xm`5+ggddbxUD<T7x2l
zW37=0xFR0e`{IH)6*cCSbe2-5a2w^+F|&h=EpX>sa$!+!ap5zJb7y9OtJcf3F?3;i
za9Aqy=YySKQydAKqgWajddq@6s17d!3e9x%W7p|1k3Ongka|Ip+^#}gILY?w0G?s8
zJ9tFt1#*q}yb^Q0c)?;g_-*Rka-MC{SxGYrG?dL!GwU%#7&iuhO(;MY*)gf`R8n%5
z6-vm&psur~re%7n95$iwWn^!}G<QwyxO$p!FNYaIeq%Ow{kI=1+4)%HUan?_7yaC~
zKIZ^8g*DtNqggM|+<G+w!X$=*g&A8j@#EYX=>i{mBZ>YByDV!<i!<}Jh32lS!AQs5
z$(8D;<~6F7ww*~uVFMzOt8R{zI=_z*{Up3~w{!uB*fah1I4YydE^GY!42{`Cl||Bu
zgEJcU#U@7)a1Nu@2{<ZC(UA8`J=GGv^?ciFinKSGOlcv?x_cx+$)kJf7MEtCviU-0
zD#RKG+%P>_#x9lp2!ugiYJWCc_Q-l811y``)j6&pWX}fCVDHMPHXh6*JDxbJ+AAnz
ztJ9a8t`)Nx_9?=L%cH7C>h8g4nIAkzrXv6;MMWC6e$!0yCisP#^3H=RcyaBj{c$(x
z>irZUI``3Z6K{c`PzhQeBy!rMv9U2AISM3<$c<V#&2`@M>ua&<+6=x=;Tc96TUZ9B
z@e`%wUYjs%{vI=7GLa#R(H9(?_-gj<5&7@GehpDv-}LV`hH(zMT9cTHt$B;lDZK*b
zgv|#9D6VGK8aXn#GO&ESnICq+eBNJovfb7!s@kw+x%O*Vw`ncJE>DMa=R`#Xlp{Ds
z(>+Be3>Quie?qogp3zs#t<oO6tH?|YMJ{L>3R1N7Zu6V=uehk<Fy*?d%fe<}2>W;&
zsZjcu02vMs&)jThZ;S4<1E=vQf1W`TwW(0KsET>m@R7-)1nROXk(v8X^V^BnH#gJQ
z(Jy_mqLgst>-Sl|cY0aGmz~epom`z*)v?V$%&7RTdZRucjg<nVJB3$8gTq&ro=0O%
zyLRM0t8XySnu?Qi>=c|SRGm52<g!J20txq=WNA#U)3f8wr1gc&1s{H~%+RV1KDYCT
z_iD&&l+E2FS8A=K-#q=E|L5xaUb^sU7QU>eSau(&CucW1C=wh4!frKeWe`gOZoP{W
zBUZ{Hj^7|TpLNVukMvbxH@UvkEI*q0vs$ugnoh6IS>&~9RZ$;!SDB(>Zt8cZ^V<Bq
z{&-}<PTsPcNv_C{RF8N&>qw5P%;wX>qPkPAwv!tum(IB(sJ2%w#E{nGi2mA|-#XQv
z9`$;P9Yq>BiVScK5@nN39$L$Rt-jOio9{bVE`;5NcFr~yEiK!r`eD-wuVLDi4W%#r
zWZo@t!W+~%OO>i49Nz;lDOK>wt#x?cf*<Yz;ge0ilP3t%;n66nC)<YCq56>-+=U%i
zdD&e#1pm^fp4pWdJV8csY1*qluC~hNe%y@%4^7m#Nmv@9D6_HVV3|rd-CF+QJKHd8
zehY5NT<_b4>YNK@yl<$?)?hud46G@LtAsm573s{6AP*r-@>R`R+=c`c_=gLFcMCew
z%CWQ1vZW?sj_Mo9V_{+K=vkV?UWv10Y$XclV9Aju43z{(?C+?EXMbLotdu!W7gU55
zV69YY4MbLIW$_|Ng|-nL`Ic<zgqX<O1lR9eZdXdSF7G$nJ;5C;BQxHvd6z+Ozf}tS
z!Nil6tv6DJK{uKjnkSFs)*7(4mSHH#Z09+MN>RcUo({E?4Gjtuqi6!ogkd#oJP&PM
zuKY;izGeHFe!*5Ek<nfG3i!z3{rGc&D^rLZMc98nA&fhi6ND(+<f*xqo3~WCpBTSh
zW0<xewVz*NH8J#b%op``cD3EfBw%xBxPzPx|89H)Eju2>r;qn~UVS#euM|%pM{xvS
zyQ(0NMFWKi-TzjS4fk#$pf$?4hX49KQvBxUJ#y>ii4CTIx9Ka^EbC3YzSv7?!Su+o
zW24D=)sl|g*~_m#eA_-f9|0c|gl}EWC%+Kyc0PRc*t`7z&zB$YOKZU?kr)!5yR7VU
zONz0Br#B{B91#52dt!c14!=$erO*9ZpMyj}($X|A!K)3AYxmFbb@zSV&OVZmVZCYB
z#ZmYOF3~?GUk!?Gs}6R2#C3lBUi$%>P)GI6^!Mib5??af2f-@zE1>}!LEMF&=l)pI
zE9A)gjv``QHq@LS<ctrH-B+}v9+t(R%%CPg8!XAsNSD(T8lR&{0him?z!$9cqyF&o
zp?2RFY)_t>7Qbbm>3o~!DIX`u?j||g!WV~RP|E-;{?(7|hO<kpdOhQaHSifqkbz=$
z-{ckM8v=IiBkZk1`VkPZt6Vf@MRx6GtEZ215z^npp7=cuTH(7Grm#yO04V~|LF3X8
zGF?zlaFz)jEPj0Jcu7mJ%p*hw9v`coMN~OoyM=&L%p7=K=2Q^)K6o!D_n!eCbE_W4
zucwD94h6qJEX-@Nl=!rX1_0jM(W`}JRp&{g*jGAldkz+NT_BUg>O%k7jrp6#`ZomR
z|7oK9PsO#rffR;M(Bv-)=#wX6X8(5_g^iV!?Nd4VHy`D5!$12de}DWBABB<gUwM>I
z|KuMy3g_pBf3Z>iB9{Pv!F->gCX@g{fDk|mAVc*x<?<JH@@d=s&6)o1ffVLXAmyJ(
z!T$<K`4?v9^Nar>q_8o5;&uPw2r0+th$-5k5Be;gYyYTh;ba$3w8_ss9!b<=cDKV6
zZOktJ26wixe%kK-Q1tdoMebJal?A5nCry&^m;~w=;V1)QZEkRG(KkOzqF;gx99?#Z
ztt7<moOlyYo|6xwIWcU=^61JN^ds_&v@M+J;qXvzj2dM+m{HfYj`YL_zSIh$v2<?v
zn*O`Xt(E};?uZK(gG25pYit6wU#ziXgK~FD#EbZ1U?j4#7&JU~mP%TmpM!kRK2M0c
zPkoz+tK>nX(a{z1>BW>U;M&tz8-rZR>Pckmr?F^1v%ZYN`cdu~QgEuB86Zp4qQgAq
zSyt3Vt<Nu+HkBAfOI}~ce(}h-30y*A!}{g)?B#a^U$P>kC)4pj;P+*wk&9as#!5(e
zD9D*u-3xLiH{3Lnx)3R*464?z8z!?F=S-KD_!|S;&z!#Y`vEv11VSDki|zUNLl?fS
z2Uku;CoYG}15+l}LguOsw-oghz}rSkb%&r^U&>;Z)g18m1kX4`%kP3t_}Gz@Nso<4
zCkb8y?KdfRy6Qx=46zXU4X=EK5@V%94&X3GwZdjLFrJQ#aa0#BdP@&KfyGBziW^UB
zJeX$1#f54fNY(2>aX<NIc0GK0@e%EvqoMxQ)!Os^9V=5|2;ooi%S+ydHIX;w>B<_w
zr`*_kf>u=qFm9y1rS?k5c!D3QO@NK+2xX60R(Lss-adYfsa%%geZ^w-`4or*jYEqP
zN2ZmyVm`b(odg|DKE@~k%ylY8TtHAHDPkZ(N-a;t9&->dO{y@5%!_=Szngpti@&>C
zJ9^579uD&HKbQ31K;ZwRr2oI_;J?>0)2HS2mrnLi#mvm~Kda==UH_X>{?E?QU)0zC
zg^pPN5|jR;vIRbCTLPd6&;#fL3;+f;R#tidLx2(BZ(RxSm$2$!3NQv3n>iZ+OaP_;
zQ#V^vBWr*ez#L!!umo5EtO3?$)<ysufX(NtEx`7#gd|HNW5<8I`#Z7(VEaig+ZY1u
z0QLX}fP<MU;P223fFr=s)ZWMl;OJrlZ~{03TmWtWcO!e7e;H=}HbnpT!wk#kF!N6=
z)&G2$VP<6gXMER6#YGd{1UJj7Zuc`$@JBf}4Q@B?SuQbL2&I!i7#^^=tvPUmI15qc
zZBF>?923F}3`~GUl**5|7^Pn@jIqU4d&jK??-}XokM{#2(EDlqjj^td`Nr$=h3E36
zeKLfyBn358Sco_Gu4H<+b*MqnbAg;ZZKkj}<yO8Y{_0f>g->EEI*HKo$nH!$Hs>cQ
zi<~;kh<zw4pDx23P~iSYf-tGXX7Z(Z*reE8|L3CU{m=JqG;-;**X;?GA3uIL2@kYU
zm^U4fYL(0LW@+Y&o=RT@nHpSsHqf|fR4s~>8r<Prt&rZW6c-;+>Zwhsd);z1w8>P3
zN3$1{o@-GQ7jbh)r3=c`c{&D#B#=7&RyT-Sk)$)MbY{iL%Z(JDmiKWLm7mM+7sXQa
z6x3I+mpHkuZ$QC`m7iv;QP<*M<Lb~`u)Nd!@d6uPgqL!{VD*d;R$Jg%Qj<VXkn>ss
zVh)KR1}Wb?M@k)FpQBkKHxj8X*rF&&g=~(~kdY?trl6g`zAuDWU`dI>nt>~Tn2kP1
zI1<MsuQI1QlBS>_R6HEuAR$4Q{Vv#nLWhwUf}t;K7cNYzM$afFLB=Q1o1Zviof>|Y
zeMZF_MW5{xH+xO%miT&k{lTDK==OUI)B$Sllg35GP!975+oYw0{~C^n>4s?oMgGyb
z5$6*y#sE?7YElQ|*_{Omt`&K1#Nam|&x^ujDY=`%j>3d3(JS1U+7WJH<VtKcZ1cm|
zn~BoV_*C?Z0pk<{f$3KxjInJ=pb;nLLsE=Kvf2LKOVMN#%ibwg*&nZLw-P*IZ~R}y
z2}m21J;gc$FjT%6<sgzNNGc0f*}iw#*zhWBBNvT1)#2VhC%%<*$jN(@gK7z|YLwQ7
z@zK59nnt9`U*8$InOH}I47{-=mDnO8hG}zS7EX^`99(mJ7}?cq;AIKlxKl;sBzk(-
zDcDYN8Gr;2!h+O_<<rZBgbmvuP?E-sF4m-^hl;qOI6tTA;=+>nKrwRsoRx~%*<N!l
z*X^pDiD-zt(rINWEO=2?c7Xoj+!JdIM6hp0PFlFLS%v|D1O=&sV9V0KN@uaJilDzM
zk!tnBj&bsX(CnUu6bANCwY|wnd1gT0%=KwkTsJg@U)|o!HMWD4wm+=|gTOTlfx#R@
zfl2#?1cH2!g5vE5r8D;9_USGQ(hkDc>}p*DN2q+vM2g@gDj8Ddaw()M&juJ%^fk&l
z&Ic`6wY6IZ4%ZV^S2-k)Nayju8uQZ--=0<}tJo08sFG*+GAlb=bU&i-J(P86Hmhl%
z_X$PSFnn*x*Le;?HP!t31IDY%7yqnU$kU05W9*}P<I2{hUshIy&`o0n5g-ZEQ*umy
zi8EU(7hyDYpOwH)@bnTggJNRjGB9s$s>!x%gQGdpOzyRtf1V8*kosBh)5XTG-qPYK
z$dkTh<RRfE)(Bd9P@Yjy+xBct#KHKFb|P8E7~4(Vuh32?b+A$QgW8mV-Pg0qt(V&j
z#pmEsl3Swsuk&a6+QaOYlL8tjXe~~%7|<qMzgk9K(tUqfHd+(Q;cv!1XCM>i$3?0i
zi?rH)O!b9XP(S{B^`RQ{|GMt2Oy$!OG?9?d$Sh;O?{MTV`?zX~d4;Q&L&n>ndj7l2
z$Q1?=se_COo3uR+H0jkKx0bj%?vH^xG0<{8T@o-Bf;??W=`YW%1e776T}Dg8k}o%7
z^Av)?o^i$^cSz!0cw2n{!mQGmK4^bM-VhbtcsOaW!>Xh;t40N*IzsYx{BdczEkQZL
z?24oy4|*&O9V7AkoBQ$_dEFD3{sdOO2>CnbXhLtKq>CoOg?}N^ueq(4>Xwl;dzpsS
zW(P@YFmM$&$LIGmp1I%r6|cwFn6w(`aj2E51*h!kwQtx<(V4*U(rOSb^KC4hgZ&0P
zC9jstr7V)*)bGYG5TNnnx#0op7=AqmaK*>$D1;p%STBnM@FGdhaanf9$$lJ!<kLR}
zc|(mf$~@1{@_1RZYLa!@OD$29z69;^k9^1g?~hH~)T`V_G?Gm27Hl-L8or|=Zu&Kz
zt<}bNE4WQZ<#8kBx+~RhYC5)WnQB1-8Net=t1h3706)Ke={tZpGEgBAHE4&(T`c-s
zQoKR)M7I4s#Tls~Yn;^I@T}B~YKEv)Jn(I)!2ztAu+0ft^xN)xh{BfxxS1eNF#-us
z--X70Oo*5QeJmzLyc$W0B)?k;D|t!ACWw4{yl#MQmCADzK0(>lZMd1wefx<7_hND`
zLeQ)K6fu?nx0C_9C`G;qkxhQp@^i?~AVFM~@U|=4F|Npd`lY;618k?9dt33A($X{F
zvW^YIBkh>+gA0c8LLQV7Zk-E?kfWgb&^AtUnn)95iR+E^*_+9Po8#M|hiuu1fT+z<
zYArK9<F9hWy8Q*$<%Wk=P&!J8ui9PYLo2@(ls1CpXx;c6bHlwLT`M6rc+Td`;IBsu
z+^h;R+B_Sn77VmzI`h(%I9pa9EV+BOx*e^DHWJWa6JwJVY;w4Z?}UxC)b6&)Z`p%3
zsV=`t(XnPJQka2zva}{q$kJ$NG(WJB{8?SPWJFE*sQi5V{)xaP=hd3iHTdgm{IIRq
z<*YO}0!BkjARVbicj6-|CxnD};E*o~HD|ia833z%=ueyw(s7t#%<qetJ>2L)6>b-i
zc2ZvRk4KaUkA_y9@X=7WxeBffGtq|L^iIky??cCoo9`I%tHvouk08-Rj>U&#1Ll_o
zIs2#0JprX-9wp~Ez20KfVnTWm#tjq8jJeONctq@YCKps*>9`yZ(it1j_0Ebaanu-+
zlE)WexYb+k*L;Q&g;J9|H>;4<zHg;>n;cqD)VPzrHhR=w+P(=55NMO_2H&BPUhZ!7
z=01!~C-DY7AiX;u^kUmD-M2kjb~jOPwz^_fytd|LU-$Iy7CupX2Cp3_Y*LrD0Fwz$
z-=iK>y)&7?oQ5~J67O4w+x=W27#}GO+I9cv9p@(_!@fy5LMKCRk8igDmmuIggQL#y
zuZUk<_e1kAOkEX4j{G23va_oLYQJi5GHrc_Ux|0+saz{l_6VNS`{R!VaS+nqwIVuT
z!(!Ibq;VMMPvTG+17VA~X2PY@XKlTimaJgRf#%-x)h*kXqat~M-GQrzfRW>cyb%P0
zVY4$Jl%eOY#=YRXL!x{G@^^ak&M<R1?~%jp2>5%$)6tK;onmA)9CU}0Q|<mI(Vc{2
z8w2tVF!mVrUl4)#Pr}&9JFtG+d}K4##*@kEr&CT)q~R9^aN(HTdd4lBwc14rows39
zKu!~gZ+GLgOf0knuW%U>Pv~C1JQwPs#%QPN8v1Lx1<23SSWip8;!4m=IE*B(+LC$H
z=+E0DYdwBKB6axevYBSC&|1<_>xMEgQ&_0_WxDh)Zm!lN^1CG%($5x0sLv<DB3f?^
zJy<XU4AsN<w0|fqk9lBa2l8xuu1j-XA6tm$*^17N#+t{L@)3Az4(r>;u~I$SX;$UF
zo$TRZVPc!|JXDvRS)%>)iSrD5{k}#^jS|*O@S`?r%h*o<29wB^F6bw+E-Z8KeP1qw
z^h^XxlQjJh#&%1C>yqSIk0%gm!SHQ5OZXo2o^k*ahMVNfyieukkNyFX*ZJM>C}i|l
z<_otxg&(K<@0A_}QB$L8G}bRKq`zdG`@Yv`L1*s9njuJ<`0Z^H@HyZ+!87XO%PW63
z6x(8c#0qB)ac6?K<3F)L;r!^k4=Q<Lc>XwtR&nI3d8MC`&2O&e2YEJ=r92H1+->L#
z+G3#<1$J*)u~&nMuA7w~70Y30^FR^bqP|rhd%F)N<(9`E2R@%D9}xCg4k|R#O`^T%
zeJB9{mkG{)e3cItPBnj}iF}!1Pp$=Sxz`P`s~@3rd1xQ4;DkKY%U&8X9Yc(>#8*N^
z>5N~v+vm1IGGdL8w5yPcxIWtEN3q$xFT2wAuKHnY2oX?o*>1Uyy5Pg$e|PUB>cVhh
zVzAsWC<nIoe5sa6Y&Le-bN+DvE@4p&-jX@hjvo+YaTbrCNM4^}w-^Ks{dHn(J!d7@
z=z6^lDNt2dNtlJK2?a-;=Mhqrmxbjeb1#8Un{u?OjS&p0*->v;!N)6GI}x=(q-{LY
zP5Sb+u(}nL@i5GQRolInDN2cGd@MOdFN<?b%0Cdy6ux?i-Ij3b1sW;0_ydd_c4px}
zPb*pfl4k!~F81HMAB_JzDKXIH2SsFn0)a>Y`T3s@_;-%U|74!}U*)0v!{KElq+|K?
zxtW+g*=r^SR?h#r)%4evf9^H?<MV$sn?8^5-%L@NSw1P=&w!NA-V)*8KmXryR{!cO
zebT#sN8<eNr+loRQ@+1;{r~=#OdS70!=GbWIHJ!#y<B82r?wA~2gE?9s0EWsvl02i
zxTRXgt^1Y-@PnQCMXy^5f`#S##iE-lQsQETYTWrM(-c2~sHY+hSeFZWddM`~nT{W$
z)cc}ysw5a-6vSnEGsDILWo3Qt>pOHVc0JZ!crVvs2|@b!v23fMxE83M06ukrl*nKq
zJz@6?^NR^tJM|kPUM8oAnKZvGcRLGnnkxD?Uk5v)xIqSrzI-o>gb8hXlm*?v3y?L_
z=&*jP_MBk>;j!yY^Yy`&eZ|;LS9w`%s&gE*jI$xno$*$be2L?YRz`hi2I*93hbjzL
z6~Md`f7Kp>n2L_PMU$`cR&W0{cSQXrW=(wV?VgX!&S%)$5CeU)CBgv?%}8*f$L|9V
zwx!p^Pc(h$xB2@sVNu2u3JRwg1^rE+8O>go`OFWMNa)hPY%3uHri1}f!VVFr3s&DF
z<O)#<!Ja7(<?xwY5;_nl`~epp>i-3PG3MT58<Yd4E0|A+E0Y5QO1`J+c2f|MB?j?p
zHo^BVW&ITl-@K7ze}8iYefLweWA`58n}4}wzwMf-<ViuQ)8%AASwlpQUqk!DU3mTD
z4#CU+J^!6cium*)b`kKKCjXR{x)}oe%x(kct<5{HGkWKXEL;2?gz}y=e!2gknEjW|
zZfrkkDZND6FVZs<eh_NezL{ql2xZ$UM?qG5{cqK1_q|l*eQcg+d`7V4;rOVh1zaWc
z2UAmR&v<XN$05*P)!NW2gYW8Ztec@5XD5Qi7e^sXbYV>Na8$Mun_(_{R{t=*rY$e)
z-6IkVqPc-S*b{6HMc+8oa?}&Hk~}AAS5*}OiTinynAC*4*?Q)ukSw+_m&E2*5P2bp
z!ZyBxMeewTY>~MVd?)3AE!sjeq>PKMNs(oU%tpZHK*rj2S_-qUgZ}Q1!V^-pHTVdb
zK5Sfr+UQHCUs0Y}VL((^!@%7qQ{5GtSg_W=c>U{-*Q>}omrr^Zg)f8bA9$L;^gs_t
zX;)Pa5>FywkuS=ACAm6lthZuw_*#{RM@H`PozloC8M)Xxf*X7M^iPViYKXt#N;91O
z2v8jr&KhHWtZoy9WukPL5Q0t0Cw7WGd0}k$Jq&d{Y;$-*9#V3Awm7GP0y#2wJRm2C
zfTC_Ezay6dd0qMXIU~Fvz+D5{BjSQ3Q<Aktxt2s5BhPh_tG(HNLs6k|HOZ0BJmOs(
zNIuzn)9DO0-Ml;k9)&z9qW^%tm;Me=$kA>VU!n~N_!02dW6{IigJPEkB!_}!sgd>6
z<}nj*G*mZM$E8IXCUzMi7?$S%sS?0`-r`1Vn-0@^WcBWY-00uX{f0RRWf%VkdaM8;
zfh2_2mc&yAQ)ZxP*-~=^yg6d0308H>{*mlgAHnv`7UGqt<<{L20%8vm2cQ$en{mjU
z6V2ZfX0pa>3X1paIfu6uYfu3E!Z=#7{}p?LNOs6qK!y0$fNj(uIKPMi3?nWu`Huo;
zZ1wu95L2CiOkZ^OWc2JCr>KhsibuvqK)kE4I{yOV)f?%JLGkbPY0@PU_f%wxnswLt
zse>H8E9l$Il!+*C1hW4_**OJw5{6wq&V&;?nb@{%+fM$m?U~rNZQHhO+qO5mTf6&x
zwW!*gzUZp1dT+YA&pFR?esC(aSY<7PZ@MlBy#Bbej(rO3Bk=u(9xNb7ldl<9TQm=I
z)V}xBzE?`1okW-LVn%>L)SrcUlEHeqZ1>fO)A_I>G_;lbd!Lx}cpj0?g(71eMt4OM
zQIEBO1t^OB`1p#@eWbm8LnGr+Lg)+vl$Hg}?7YJlW&*KHuI8B@6+XldbVRQ-!Gg6~
z#<V@A!Gzj4_&DubT#4bD0wZOlN=c3cbTo2WmDw$)GD)yxnui&WbfrhiHFHOvZEYA1
z(m4K*Nl`8oHO+LT*_q;&hP9}sobls=`#$?x77H0ED+AyFqkS_>F)Hi4HN2rvR5RKY
zVKws<-wb|LbIh{&!oqUdey~W>_K!);Pr>N%RP%aw7#QXXs1g~hl10tDO%z`&rAU*~
zSz@Kgx;Z<@Cdyqu-<?cED(2UV+ewT1Z;R-mPhBCgxXd40E0m8j_K8L^m~7e2raL8l
z)W51BG0YdjznN;SDljX&mDT9M;}mvnyw1|QS5wiOOk{R5Cx*3Y@O;(|rc@bL4z@bz
z(^5ePVz60q)^Ne1k)~x#tabF4MNP^4QhMy}$#S${kQ5ZFhjO}VYN^NPl*BH|FWNKi
zm@E0YVFzfKzNLcQo}gipDC#|ATHS_-yNN^!n~IHaQKIl5k+Vc)#55%N5u|8IUQ}!$
zDF!gmL1NL#@CGT%qKJwGLklkf%TfWhCriU76%{`{5S4!(Z}GJ#-@gXqtUr+=3Khum
z8$~~0EGKQ2@9ra!VlBvvjg10B^>o!|5Dio;+EsEx`yd}tw7Q!cLi%j$F`>4w?D>%i
zG?xXZ>8tpaOz7CdE_5SbVW)b)rve5ciqAnzo!aFJC4I0WqRXMuGML_y&17(|EvOdh
zAN6Xqf?ls67CY@y#q7boiE5qMqI!c~2lG2(6Ir{4`k7Wo!T=8OQX=k;B{jZodn^R$
zU(_ZFY+}TzWpf2Nisc&Kj=^HK6_Zc4Hen~G5jsZ?mraOFjf(H;9agZsLme;pWd4CT
zM>g7MutQP1v*6Y6<tv@^7d=-&fGi&>Zw?nW4-d>bEWJiH?m)LJAMhRn#Z~gf9u!be
zHpSj2##Lj$)BLbS@+hjbUnnHuFH)H<exYB&EA*2Vb3dcku|gcQngaWACtdeShtU%i
zx*MD_V?dvC;iOYN&>|0s;5Vf$^Y{VS@#Tu@v;y$szAPz{*i}r!;797_Q6fVlVIJXi
zb%a(H*R)2ICz%;y^C)5)wGkDkt)m);tq{Dk3NAvrOS7G)8p9>m<C(FGI=n=dOpk<T
zxIcSyt)BOFO9xdNokvY9%`o)@EQ!(*vT?YGA2+Fk6buv$^+Jf;2joB73sSkDiX|%0
zEK<3JiY2PhlW~Gdg)utN0I6IG#jp%&twVc<4jiiSIuSHuQvVF3*=WuS(EvqiRinCJ
zL*yxzR7|1}CP0{D5xk>~w;PiiaEm8P5Fk4?iVgK}7GOrDoWhM*jmB&(*yZyLhV5L0
zr{N8&F3qHibk6~Zo*lxA>TH0@S!97teCttWygeWOg=VX9oYYQT@yinFa_K5@%2H>a
z=^bp$%k3uS_rXb>?N=P*-N_+zrYbIcz$Ovq0z_Vrw8coy&t=Wny1l(O|1$Gp(F6m=
zyAJ)g@*@W;hHbN)bEEvTxfa*jTtgM92o%?w=uefho>I<a$|sFx_S)V8PMH#vn)M6b
z6NJA`A!mP0@8SuRtz84VXE}}v?c(*rlMpUz;JxQiN&CKEo6pE_(O+H$KbfJ}*Px-c
ztn1koqndNrNS>e}JRzgZ{HcW#O>^R!E##!!HL2f09DnrfYZGAfiYB!(Ev&2Qk(ErO
z+F9;3fNvy1@}HTqe8Q1Suq*n?`Y8QHz>R8#F!|<*DjKxLtx~7=;)$rKV&fMqYPPMu
zWwk7s#T_f1urjGnmm$^FY#o+h+m~%N`c#2(6RU`eGZHyyYsG=zG?4;<g4M$@b}|41
z;(|Z~I#X1#^~)OF<k@`6x~4o@yxW}0@QH^)hoafMmvzKiKZ0p=iL%E%@OOr5$PFBM
z-#?AD8+fjXY(MszN6_J7+<imh5%HRWVKOfhrl`i{%$lr#vDe~axqg&z5A&%*CQ}_&
zqC{N04g2k#9d9lOjl~;ovo2hwui>8eKM?pGP?g`;-<?10h?MtRbNvWQPkf#_hOfzY
z#;YA((No@46DfKrN`z+~4SrwkkwnZ_eRN-ZKvDYd0{^?-VE7LhnEz+g{eQv={dc{=
z&h*3X_<`;GBvn7$503xI{rE|${s;Dh<3D3RSXlle_Jft_|DrS)=zsFG{}gQhXXpnL
z^M8VV{5J&H|G)BJ{ZStO_0j*U^7voS4<<GirXMKUe~+{o*%+Bw{zIs}(c$i;EYilO
z?fkSQcda!i)i$5$M0P4`ddjTPR!>G8gMeQE<qL*{|I3)5A`DDefIlM7k1NmB4l^@E
zOWS0?GgD!>oYB!#dl*>EiPaHs#lEFM{L16p*3bU@b@jRL&6oWg-7I&eoXP1tReH}Y
z$20xxUM7nm`m1z?Jx{@NeNP@tqC366=3KkJ)Rx`Z>i|b^VT@&cNZXUm<qLz-#}{F~
z-NkLQsM}}r9#hZ?9H+VB$FsFA>%7Gm%ujj*_5M7T#NHM>S$dS$Xv3pifC;b(Ft)>U
zU$(_skM+UBQ9@^huRN8){lgCR3~PI~&M@)JI6w2%E`PeV(QLkRbFcP|jq^>#eeJ)S
zOJg)+`%?Oc^f*`yGRU#&s~jpyPb}oUYoWZG@V7(*nma<;ryH%#m&FryNw+;IHbI(y
zF~#iPZ`_~<%`*0PzK<_Dwa?`3=C#d7KGr+~PfQ(uhnPP+0pu%^c8Fs_xF;A%xsnYa
zJTT52W+<7$gC~$D2#P|RHcn)Q@~jK!IfM;JRe!Of9OY>|5EAo&EpW%g4ikK*_;tw>
zb41KAIU{xX`TFO7<^MVp5;_6f*at3oXGjzM+sl=^^{>wiuS_tq1jahh6OaFT2l~U*
z11B+$JT01YR<i*QSK!aS^q9owuT}+wD?A}oI~lk$5m3A3PBXqX)Xm5&AzLGO+rjl4
zu*94u`Sub>^C(t&p^KLblLNozN&jMzLd*CP$f~UX(Va7+6Q2k2H@r7g+94x1NZx;P
zJKG8nXO3q`opE2F`v8Yjlaq3!t6jh5abLWE+~4-f(V8=Y3lP_9P+DvcPM~ejaG-}x
zxwvLzZD?0MK${UZzF(VRctMv8D_t-No)ArHvvM<HC$1+j4`NQ3lZISV12)=G=XPAW
ze$hMWH~ufMK2X_%)jQj}bhm%VsS@P^OHmg%EfU%?Jwo2_SVTI-KYgo;Txb6<5|B=8
zj1H~(Ji)$0xTdxDuuZ~GcCo*s+QkQLg^z^cki)p01hb_;I*I3Sx&;^ZOfH(?K6sL?
z1wQd-Kli%$FPyjMPMgl4yqP|rd0=M>bqi+aO*4S=O!jfKK&$PWtR(FKTCkt@%l|#C
z-#Wi|cyV>XWcSJKX79L4Oy4fQSRyco<x#+I^@$$JCn{4dLfSI^%4mz?1Y7T4cwZP^
z$Tp|DEGBZo)DinVzyDzU09qq6H$B^Jj9}#JN^MwWpsW9t_=@S6^$N<=?{GozL~q4}
zGwtk{zrnI0amD5ZuSe-N^LT>NG0yjOB?`hwzx~gN=nStR)<Q%M1oHO|)`M6@5$$|7
z0hdLt<P9G|6twS$TJ7Y*@7e5`?mX8VXXN308n>WMwB$V54zQ9}$Pe(dzV2L_mLMqm
z<(&7N<^2V;0AD4oncpiy^sKyvcwkVYMaB>5CloPX{q#$0(>^R*aCeBH6v{nrnb9_x
z3PRU5g6RTz%l-#!{taEfh(;olNXHBTvwL~s2JFf)+32tbM=##1x^hYDhfc;OE7q#v
ztH#VH&YBAOsuZXWsXdO=LP{8ii=J2>I`Lgw5<|!47Gq??S-d4D@2Vo#1u$h;U$v73
z<!Tm3Z^KDYX01=%4blagq*V<AdF3D~2gj{vJXNF3XWUg39bO9P3ASbT#5(cwitfJ3
zCSG&C(C`~JEqyAs8hXcR1D#cGqe0f^zZajEdOx$2M=W_7LGM1e9}2XAMZgnCvAO%@
z_JSy>QA>i}+~pL-<pruqk3G-M$kKV73t-}%T)g$Zjo<UC-Z<OWGbg6g2O2H8%gJJk
zO%#z6(sDFU8RE4siRpNTSj2T9ab0*)U7u!RDG)2K;3(gDKE0{hNKd<n-Gf-!S5HdQ
ztu~xz<FeTTyXy-q6;-(cXXC1lXFpbN$<l|<&*En85On^Y%=rGb%F14zn>`HrayyG|
z5r^bzE9eq%w1Vp0m%w%RT_}fjJCl&PhFC6`P}<k{YbHcj)9Ye}<b2_jT{|hq&F2X`
zS?!9eId^C;H*}e0tfw;+58+f|bgVQ9rFPGkH9GC7xKL#FQlJ@6ORlm_3#-jRmRN99
z0M?mBL`ceW#|(N;remo+6Hhx$oTww}0tz^pNn<pF=q85HgaZM1{0_bU6}oCQyU+PR
z21flP{r5JS#rqVCR_g<qP=xT8S^(74bRwC5?<oJj5g<JnY5y!0iD8mg_jOV&?*2T>
zI&krzwf3F7gARn4jZ4xGF78DB@?CugF9o%;l|a??=^SD5l#Bw8(bRfJ(+H{2)Z11j
zHQMXPe>uF7zp@x)p}VO5V$Bv*>+#tlrGF*QgO=XY)1T?cF<L$4KGEuJ=k~kkUFQ->
z=*xh@)(Hh;aaRQibq2o`nGCCWYUdr##M96O2c3H!>zZ3U1@=FU1`&-))VlIOw8^3s
z{$ebxzRbH+W>m?$U{26P^VCG6xu%SN2@)S}nWhCzLgLMAWxr=Ls9spK{Vo!RbH@3E
zR1eK2M57J~5!7cwV2XZ|t067uMB21JY*Ry!Og1m@%~wwKy=!$!^}l;{N`)-{ygs0f
zfTdjz_M8Jm;4J*y6U+&p2VilSiL_1dbFk?g<!q$T-k&5t@Ne$4_15<4fPPkeb=C4N
zr{(Tu=KG&7MYp2CTH|4@b8zoy);YSFZJKT0yk)vqE!Fy{8BnXH{BDl}QF|PUq%D0!
zTR!PY@}0E?{RIEpT~lk@U^_o^^cAe*uf?wx75Vh|+v*IvbBv|o>2KHj)1$xTQakJ8
zrBfx|zw|2XjUVzYbSL)4g(ed{=Mv;=P-VWq)*Iw<1RT8emf{R&cUxmAE&FrL_vg*`
zeiyJh23QJx$PoS|$jRbwyOKZuHZh3NH9@6G5Db+q8u2W2%zziHgP0*6`|Sc@XksOW
zW(-lPu!3B;fRkF~sTv5LslXgD{JnkJltJv~1IuPbSG2d=p3zRtfbM{yY+|=iKJ>Cz
zeoYfhuMuaSiplYB<~Z@3KBhQT{n50EThjq|7Si|l&VKObT7U(?T@p&&uqHbwFQk%?
zTb7W+jekqe+r(d^o{d~Uz$%Jj146({TzisoC0ZcmSp~UXhQ`mudXni0-}&oV4}VIb
z<*Qim_1E_O`{?4k+noBe=KGONBybA$EmKMPs=i-jYMl*LVAj>-pYf`x3kpZMiZb3|
z@Gv{@@msH!gQCwE)!`OXu{hIns!v>N7LUrIws#q7*c4Odd4|%<JySATkHS%^F`qFe
z)V^rC<6%<3edgjdY`0?=Z};2B&8yPGGX>WdLco^9>P@g|(~mj6U#)<l2!a%uJ+x>V
zmhsISSe{Mkkkne%*n*WA=mbAUA`XjWz?WK;I}27N`%?STbbdLoerX%s?R{!JMS@DY
z-F3ry?tz^zHz2ph*LpKrD7QjkB~2bJoH0zW313>N=|8>;e`we3AjrNFjGq}F^|W&*
zOy!c9#m?jYws9&|tl^}|jmw+KzUkBU%p5!yXuvKv1x;IW5(p}P{BC!8&{h9V-k`Vf
zXG<>slk7QrT`qi46{sIMhMXDRGlChYD>FtgW-n$9ztWEx%=|YoupF7ybLUk=p4!c-
z+Ek~*ZlY8*{Yl~t6$*s{-R|^ldya92Tfbv@c!odd=hO+x63?PH<Y?oxfbLTd1Ge3f
zV4oYTjpIdc$bIh>^s&C{fClT_CufGjPYH+E^+^-Qcu`43fKAUa&dD=ZKG#kZpuZSv
zq*6Lmd&g_lqAosHX^*1JWN%?qDZY3ri_<mil8431;$vZe;z*e-BfIY+H4?t1o+Ea7
z^Lhi0f^y!;l2tJhd(=pQE$f1J-Mi{t@VU^&<+upCWDVb@MZR+250F0}5CqYR(Fd@2
zDD>8)zc3W@8b4MTqXI#hHe+&M;a-MUNU<C3PJ~4ZLUY)9zjrj(^rVAVh~<8da|+T-
zy{xcC1~vE~lWdSNR5a6Bfe`bHgPlPJR^C;yZc$f(`oav5zfdtMlFYxS<_z;N{w9jV
zN;$x};_8~Ri4@>S*+df1rd%Wg7*j412WV3oA%zoslN8j)==wdd7eEqZ`aJ*@aN%!4
zoMIGc5nKi}fX@9YFc8NkfD_b&E5%k!cG`w3U4JgF+fp`>0VFA#hy&7;N#y`ml=;Yb
zBXs<nzfXz8>4e^Z3xe@4&BM$9nybQ%IDEhK0U+B{m-}<P3F0@%-+gi$qjDKLWL5iQ
zL$9GM9|M#=hM3o=bzsRm2#i0ZHAHDYff=a09JB;KZ3Hk`eK1L&XtZYOEFFJM)ppWu
z-3#9;8cp6&4~v_ED)2_?(%Kyfo=w3<>Z(*~m?j`}F4FwoBnb^q*X4MOKQe-s#Ln^#
zIy;FHi;qtdIy5f~7}2_a<1-JCm$wt7)BL_aO<$jYZOpe{xkolsrthYHyB}-fooS*8
zErOM%y~Je4lu^G(^PSnAa&4rCeyzjZejgHiH%ff&>|wd7F2{qENi0=~AId2}b3C*y
zU&$_|4D3>#qK<7QSzgl7|Kf{40Xj(Bxi7_!ReD`~T|7X6#c+_6+30<s7;ikZd53w~
zeV{-rYvh+}Ai)sUDx}R}D5b{LR~*tB^6O31QZ4dqalVjz{p%A+V`QXNXm!4lR5^oJ
zN24`5>1PH*>a2(voh#Ai^N9ke(&I~Ihy6l(iRCV>DWIz3cII!atwp)alFlf*27g!l
zi{X;hX3H0gK~D)jrD1sLb|7Jv!bkWOog(OP#E0<y=i&YZRxmepdSF_f8~(k|E_bPN
z(#3KU_H9Tc`;)XcubTkf5v?kE>MP7U$Q_&|ULChe>Y_(-hQosYo$!tVYsSlk;!N4~
zcKp>wBsy(TztW52vM2LWymT^(Myq!{udCy$yQOv`a#JFh!`zYGs_CiYXYlt6@Co{<
z_ssOUT^ZN-_md^KHRD>;m^V1xWo-h&+J(6(qH!#y&JnyGhz`Q>m05;P9pDZ8jf#1r
zm*v0-gC@OOjf_RyZ-ALJ3ax4_4Bny-{mo%uw-jKp$70P=ZV_bhw6LM=_&2hGbb*P-
zK?57+F+%#>Fn1iiu_impe3GFOUXdEY6D2!H^>&<R26hT9aKPN&qX1HKNYPp!<EX(k
z^Yo_+d7TG&Fvtw$k3NiF`=DC<4ky{d>MCBPgO6$P?=4(|#uv&Dc=6O5i#qxU(VJhi
zJtTvLB8c&`J-4LwqoL(FeaFv<1Gy+H*lsL?Ty_e?(2)~3)9!UU#8x=fLs`@gEX-7a
zGHp}wgP3q8$nXYh$7)9Ty#lBrlDEHAlQul`pChSQ-OyH)qiJ*!GN<LWxcBo>=4*~3
zi+Ik*%KK?q%9&5K+Q;9*a3f#OT>gIg`+NS;idj}RzaW2Wp`KMyTTMgmzXyNwx|+G_
zyqfxyQrnj6>@sR7vHX51JLD1!9A|9gyY6I*!IU4<Nc964OUmx5-@LPsoqejB6p~(z
zvMwG|tTTllS$|yhh2=K=<6P$4W=vCOnbB58x^DAo_v^jO)5#@!yD0YzL;u&??J6pJ
zX~-0deV{6L3ik_>8A5pWP3~|#yWYsN<oHgcub922fIdPdfR~@n&C)8#Y!tMRJO@x4
z6%%r%Vus?*l65sDex+Z`N7`H#Ic_2PoKlCyndi@9RkT?&QcBr&)k-G^m-)WASQ|1?
z29Mr|+hevIjtg1)ypr})ggO0XB^sIy$Q%hpBQ_M@M~D?NVmVIxo%U^I0>;E@n;Z%+
zJkBeUW<MEVq6k`5TVikCm*yfvhm*CKF+akL?>^&7DDU`LELD9|3j`XRe*?{lbP8Gz
zmrgfrUNNrsQwB@j*(Tb$SX1J2lQXMR-{7I8kncshJCnSOXMy+f{ORiblnhv_4BTzX
zWJ-4FY%sJs+HY^VB!ANI&5|;?>V2P;842Ue>J@*I7vu|!=JiCgUzY&_y6FpW>2n$r
zCYY}=-(WUq(>Ih+auXBes^~3v4}E~KE4ZJz#XRAKUZq_xYMk-*ZoBp=z30C-ldM>D
zgHol0#D)vvjnpPuJ_geYUYDEP*gseqQSpV%pB-VyQ}{FI(d43ncS%?qsJbDAy8j2C
z$U+i@o_g@yoVY~IY!&qZ`XR+7P&*p-LveTcGDx?-#$dy4j^2DnSg75XF+fy+RNpFZ
zMlG367lkg4ppvMQicxHGHUzmJ=<c1{7$?xqKG<Uyt~?y8zJxM+7&{5lX=#%Hy8E9-
zT3ll-b7U={l9We-(Ua0ffUYQX!YA`*jPw+6o<s@a2@iT+H*qd}Vq8f~Y?iq^cHr*G
zMoQ3bTRta7iW(-YGR;_dDRdyx;*6Ko(enf1lj=-qYyhr7*jaw8FKI1Wm?(4LjSt)>
zd{5QP2(x=~j5>iT!lHxzb2<Kr$chlUt4`F<H2J3#60_I*MfHjO63D|{{;Y7N_cf$u
z1%StM8EP6>U;Z_k;HE0Qcl%6i{{+nmI#Ym8pj+VEH{l=2+ALU}xK$CNqB+R!UjbnZ
zJXtecM}y_sk~)ReQtfi%gdA8;+UJOh3twwx4~3a1o|`(11eBzO*l538Rq!=vVe}zg
zU}fJE3lU^;g3N5Z<rPoMKJ4)&?$++lw$4hmPK8)U$R(2tjkT8HxOUU&IvxdSYrSQk
zlR#nemOsJUK0wFZD-SpE>tx+mZ2+smvv<=jK1UZ9qA4FV4>$C@l4o^XO40DCmd7EA
z4yxR{npooW0m*O?6-C&s@p{-5%x!;Wdt)c8#ey)wvKq=<&T2#DvN@zadW^tiBc8Z7
z$RXb*G9rd`xIL=KAxT)nis-lS{D64jA`%L@P*%7PlC>qMv|;0dtxSr+vkP}!ju1Ez
zh3qsi+-h1x%J-ykIOz1SV&jZ@+UQuJDwSKwN(sF}^{l|u?d_A6?*!EtM@mR!jRwE|
zwK&_VYX=p}4rtw6ReDCA*dDK#2>+X|#FK5Lz+=a0$P!P`<IiKq6VK1*qm6VaY{!V!
zA)w0S(?bvN%9v4ju#X`A9^3j?R84${cPrlteExfIIs>%ZonHhWSD2EeflQ%jY*aAh
z9}${ETCe2WBh`DsFFYSS9X<D{DkU#+Q!B<1VS|(|WwmeWeOwnjr#$C?y)E8r>w=xn
z%#_nHSW{BQ)Cq*x*i$@f#1JXzJiD=kpFJyHI3tCQUv0E#lIapPzC1i`PEO3&K?Q$^
zMG4zz0VBkf$%O61iUWdv8L7ltW>E=4_FyBjYcu|?UiUwMmqLx?+LwdCd}RMyYu)<k
z5j($}Qy+)(Ok3Pn6Z`%kF4uLP!@K??yQ;v%`h*?^l;K_sQ;@92-(G&VBSE2e9}@tB
zpyjf=zsw(NxiZ-wMUCc=VhT=Mnh}Q;F|GK2*k@TiWAXmYs)kfaoqY0E!v!NkQzcwq
z-xyY_{UMbF>0c|Vp;p*iDOaQLvP;~KuI2bn!B1#S-{9J4cwYfW^taujk`0O9!zLu^
zN~O<cQ9ADR`G?lJ!Nlp%3W*P;|J#rEpBcH&t6|1JR6#Yx;>3!eEx8b*q!Q#v_MQWx
zyj@~>1JZq2LelKK3T2-O+`ooaM$X%5meeq|8jSa=V%z309#&T~^202q&sC}0HlYU>
zWxwEEw*~a(Hd}wr(DB-Y+H&c1O~o{CP(Gb<sPh*8{>(QQgX~1iRW4|q{%a^=>MMvB
zj=5CuezrW+8IA=G4st9ew*q!Cr>O4bee4;=HB~xwS4Zah_}G+?RjE)ZJmTLW8g_p+
zP+r{<Y>;eAdFB@u=Tu_qm>0mQgkDiud#T4Xd5&2RcbfO?D0=9R6Q7$vj~_jSp*=KT
z+ROz-XX}F%1uh+~ABYY#gnnBvf;m=0w>t0xVMvvjpvwTpgZPR}o@s_YFFjgr_<ZuH
z24MoMI0+>_XA)DIdp#mh3Z^t<47%{_?}WpN3<%R#--NhGsZ`_~x>ZGJK|PUKh3+JA
zTXRJ0+$*{s<`FD_RRvXk2_<VB5d=lpemQJwoRPJv1%z^0o-?4UCL)hf^Q+L@*%p2X
zw>it@D79v)S2JUy_H%gXYTO2RaBsmZgSjZ`3-2IqO*J7~hiv&(eWH(i=b%F(mmUzU
z|E{vUbvK#(`?B8}oA1q%0sIRAD}zUlOoQu8fDBoc^WWiQBwXX7L*X62b9ioBTVY#A
zm};Dzuwbi<qyJG$(2^Mr4a$mO1FUP7#=uMQ4IMK0E+3b&q&tj`&ZWqBGMQA7WJ#RS
zh{KYg26ee`^*HwJ(mzRkz)1N176JoW+z5zN$U<5;F^#7^XA+XJBXK3vg5h9!wJO3G
zC}kEACFUB%DJ!xtq`Kb`i5r1LbAd}}h?)XLV6HC=3En?H*-<WY6d4Lw@?Q6|^WC?+
zl=yWLBYNv8Jw?3|J=B!t3ubWSW!@xrsX>QG>g~$e##Kl5aqguC1NX=J{aW5i(a|z~
zh*}&ZnmbM1gD0n>stAA?dn}sz#6|op$_|SC5kq~Jqh=>nTxihJd7G+8jbxUsGNwp&
z#fV`6W^en&n@DrV0h1$jWjs_+UoSs9*ZDnlY+s7XDmfr0iEORwkJE%o1t`f3)pY*Y
zsuWcFDpI?DzjAFygkhp`fFYQwKw=oF6tyFCGg*+8?D|#(tw{{Wz|2Ipg6fhBW7&hJ
zYtojwWMWx{tb&j?*&pK}uZU^3<M(^WJKM?Z3BL5{;DQL<#OV8NYE<ljLP8om$HBf@
z;R?Pd?Tf}0PlhfwRvheTnE~0Mm1~J6d|?FsX~2pegs4U6Be5AigsfsTJDf!qJ<b3T
z(LWo1b8T7!#|hA6*Z@-s+dx>7zFlTIgZ=6g@30kpL(AS0h78J?+-n$BTAMKhv$q%V
z*S0VoiFO6~QtNxvkGP4N#-4IVdC8@c>5@@OYaNfXcoLYfY>VvyPG(N<{9mK!T%4?Y
zKE$T@o?cC-?d@HT-TVLx8LY;k7@efl1J1W(&-_IjBhsSou3I_F^Xu_+v6mW$Cr1yM
zdotxnRzB<6l!H48FW%gVQTl@e<AlUjhXZiqfdeJ!pwXf+27vKM`1b<sb)wvud9hbC
zPKOos-+2|(DoN$cN<%>vAr)m*;Lre%f#QH&d1VyHh~iE|WcvXmkj5;<?O8&J`yNr`
zTZjgMp&(&2Z^`_7yuWC((mr}=Ryk?EbSXBS9_3Uo(`>JpU`#|zbMDr>5;ZDSARaWQ
z3Nw-!G}ZB;MH3DAmJ8asl$q$_`#StoPUuCLP#i<`^?cRPFmyo|oUg0w<f?S{kp}O0
zr`N4poWA9oNZ0)^gDT)lXG+X_%bbMMD;#?2jqqEAD$qLe31>dDNv}e}Z?VE)>I2zM
zPTlvobpUXkIG5x_B?y!*p=)V|sU)V=8Z8PfO8;^jsvJB?R9cq}TYDXX1Di@Z78)0t
z(?|__A=Oz;o_TZRiSZC3EF+MIB=$9k!Xpff1Udg1_N~C|TuiQjVsXK*lU*d3xvus<
z1!Tq&a7C?OIyZu)A{;VvGRg$FrKM<QHh>}v7`H+qQ50u-S(7sd(s2tdVvv^|@sACY
zodCd|^+BAzuLh9WvQl<Y9DvaPQbB5ceWF5|6NR<>HAZ9n``+GJ;+MZ|eRc}#%%1MB
ztqbq@++J>*C5_zGwfAUcv{f2SxT)6X3d79S(i!gwa|4%cI9#|Ii&rqYSKKDCqp!-a
zr(DsPu|b2AHr~IUe>Y#!+-#`Jx0va?Cyn&7+@rO~FbIraJpdqvmULA(?9P)mn~_#^
z;dO=R)B_Zqlni&Cq$lu25K&=KUR>Ot&``+RF8<akJ$0^!{YFt5tav#tAuP>7p)B~R
zR;{N;u=67{n25-xFgjuaov553c1(&5EQm1Ka>9c_Cxu={+fo>jM#-Ws=u!)TAt|)S
zj7w4n%wU_N`<+COqbtdNh(`w$!6l?Y?{Q$z8VCvsWJw{?M1B%y6Nz}7O}<v?Uq`xr
z7<T0(VAr?13{+!Tt?8}mHszF(pDMyQ2$a$fa;trxd~7yarlPN-+jJe~YCP;s`J_q`
z4LjB3nWNMCyng+0ZnSax?79LI8)wOrrtQ8tLGFG;45)X0V%iW~k3rIqrzVK!6TaUQ
zA{|BK_D?z^`75t%P=KUDi~30-f9l==p)pu3<{?_#O{hz73-f5s5NlWYr6s$!<YuEA
zIjxz(7F`K{l%xhhRJbtTB`i}zPex?_nxAmI0`jTOde7JuH3cHK;Lpk(&HZB5=ehJ1
zqdUbD@DiM;{u-fC@7;GBv(Et;iPIltKOC^{=kNTF=sRKcqEJH2T0AKxa-4P)gBTfr
zvf65lzLSy|I1+-7$gmUlBJ%r`_2qfywlxZ*(R_3gav<x`l`eba^ZK5O3bc3Z4$eqw
z0jqW_ZU0xmdD6nt@x!b}qA$M)fWCRpwtA^DJXIui?EYw_E`FS=35^Sse|wb=f54^Q
z-cF&}h*Dv@@mA;FmTjh_Kx#=vX4-a*w+0YkS&G?Vv2Wr+&bxs0XOte35r5S9T{8%l
zhDJze$XP;}ZmD^B{_&^CnK|<!v+tU>v4d#!k+6kpTmh&%J>)Qv1g1VNFw@<y*DTMw
zF9twv8j^+8CnQu}iOGRUf+>TkgUQACMd3dkQcc-a`|`EN7S2a$((50_&9wX86@4eO
z`xfxZKYoi=CX&=z;5fQQ@(_3ZP&HJw=*A+>&Yy{~^E^&mFG&Er2c!XXA2Po;IHNYd
zr#27f{-nJ$G)MW(?@L0CuxLyA3l%~@F1ot`M=Y;UjWzFbUr~9yf=r(rbypHf@fRqW
zehot9pW(QsSb3xtWsSH)ajw$RB?@D3cL@g4nUUk?z!K%1h?aB{-FE)VS~N8-@N)M;
z^U&GYQ>ZrQRx&gahX$+0GXCM2|2jYSl_^<1Q4mur`Kn(PTYq}N(>mq4uhB|bR4#4u
zfTKL~n)C!0C~9P%G_=>Bt?j(u=g?Y~cAezdB^*TQf2;#?<nC>D87|>10(VsIqtO)C
zC#8m7osP-=?GLaJHCAQ>AMQH=%ZSiu4C~(!J~wVl8oBGfMKQrGOFi`zNsTp1WW-ym
zHC`kbR{F#_pY{-Zw#=-1&jNgb%OYOHdAkI05Dvm<%K!0TtW`om#**2)Klv+KdZN0_
z*kP3#DI}5BM&*kv5%omeJ^z-!<f?VLQ~>wUAhlx?l4o+*5lI<IS&*l!gxg|7#OQ*x
zjM<DmjY)^ek!<X@*85arKrfLn+d^7gXbNECykbY1>fOx{h6i_tpY=nhD-xVS3JZG-
z;72ng#_$!K&q3^c5nn113*$j1@B>zl+oS0LG1OsZ4-84gmt|tYO~EIs|1nshU&54*
zMB)M)&Y16HVe5qP9f3(y(%kd?>nsncnztBjpYyG?M86_8-N@H@?}Pt#f4-b+WKk#0
zU%5C+O50=5Rl@Jk#GbsnuAYY{In!A~yvrGVg|jqH6%x3v^H6287{CIx2D?v>>Z?vE
zEM2U(+hQXyE;kFuH-9G;ngzxkVx(`S+~Y>Js&?VQ@Okx@72HNBe)%W*0^ru9I~8bu
zbKr2L+q7-;cn%C26}ED<jl0(qwgXPDxypNNNKE;RwhS`K!(4nxjleW}0c{-({R8&!
z!4k35xiX_TsW#B^j<LO9>}Xt!Ix|z_C)!nDi?VP^$j0#Z#DS%B8kq{s(qiYVK`>G1
z2x^u1#K7yZS>obUBCno)aaTz=_T~=!WN@>sv&0%CEY{2?K$VDnNb^qM{b(~JgDMFH
zM5&Mo>XVLPJ-?$S=rn!o08ZQ0O#y36>1xjH3Ha^oIp{Q6dY#u>$I(tpxZZ&EJ!GM3
z#%els;x%)N^G40%qWx>QZm#?FOLbbNp`~S}jKIGIVTcZXo336i`X7gC&#TUd1G1?m
z-Nt%Gk@}11`O#To;ihyvg^fdKa+6<26#gt|M9K{5m9@rOk?zq4Jm+q_*O47;SiB?1
zc6GlN4(nsp8OeSh3*4rL;FHQkp_7v_`W`(bvv|$itOs>7)87U8!zl~RiIQmB<p+!#
z`(^6>=1RmE4}#<d&`Y`#!UVXPvnG*U$;yXD7Fnse5PGtw3&cd4cE@`Yq)%q`P4l&v
zVB^l>?q&^l3rY=C)9EJQ3(CoPz*F(c1ckHXewPK8Ol9FC@P+uzI(gBaMbF{i3Ge!j
zMMyII4&5?=1cxVb7CEfl!7`EBGSn3CP{K2@Q2s}hsIziXiwsAYwtR3#USGk$#r0Q2
zPxLl7Eb}^&b*oGNG}KdeiJNsUW!JDZ^${h|R0|#c<NmTUD5B*0Fx57yI@%5g5|nTq
zzs`^5ZPdFQ>uK+;WXU4IJc1gHUGtaPG4E^qd6UoAh+=V^DLq|{b}3EQ;m@D?@2mFQ
z<5^ZFGWAHxP4)g_rZL2r$G+8XeUYQ;6ZSO87cM??sjAn3##Zn9m!r{1Q#QR7FLS2r
zHJmMJ>#YlFYNsZ>;Oh1(vn3e)%a5M!u>z&^hIk^#8@a0jo3o8fZb=eb&?8bmv1BW)
z*?Nb~rmn0+s^Ku34*Tn-^XhIU`2)%|v@<BME2|Ss&?=1Rn9+uqf+~I(Zx$WV1td4G
zb_ttUD@;OC>o>!Xyo6Yje6TIVen>UcpkwKu__l_U#XWHdZlISzOq>8ZeUv&-i6aY^
z(p(#Od!=EIF>UM?$Cg9{T|$G8e}Ncg&#8eUq_>#)UQr((D;8(6HI-?r$5Wjzz0RjA
zE+k|5=qYs(BLO2kv8{kkX>iP~F_)Y7ufw-BtK+l6r6GsZsM`dkaoB~GrD#?~zj4Ov
z0+x!IMxbQ5Gx~W#U1W692s2i?q<}&N2seiA!ipi(<Hylizksxlq;-Yj%EH&!%U+8v
zosuylv?TN7$J<(J_9Y{BmTs8>5SWp<toaS=#KjBtly>=?f8#!?pC5SmkR9v_pK46$
z@$Gp!d)U(R5GY|FM<by8ZqESAV|pZ^4cS3;$DQF_FKk#NHE5Ll4|yKP^TNuA=4^oZ
zb6kIGAC{?5{kpIb1dId6i0bPF`h=lsWK&)|RB_MrcL8VXN&M5{{x}_VcSD9o*T&wR
zLAGrHd8zoCfN@rnys`t8uQHMUD1jmaA+xpR&$pQ519x59dbdef%NBcni8ZF3hHCt9
zZOWEgah7SOvI}=JYv-0e`t_Isd5zR3k@0WbCl$2JHEG-ek-z~8Ya2U_2*>CFHFLkA
zh`|a@q9_e6czz-pZcIR)m$vW$&`PE#Yw4sAj^U02DY^OD&cG}ol!WhVf}n&45{YCZ
zkslEYbBehT=g`0{#XsdJnez|I)U>G$K%R<)j6hJ^8@-F45avQ@FWMNn0*MiLSZz5D
zs+i@lGEBcLf2Ov{>bTY&F4j_xqC<rr@Y6VoVUnWJyGCTAAcbp5k0n}!P#~sX$9@uc
z=3ymPxnQ}<v32gDrz4Ik;uXa|a*A5*1IH{yvtDC%e`ngl)L{#aq@ogwBgH86goM5U
zHku=KM>7);1i1-*|1-n{tIj&hBg{sHa{4l1T?xxYV++X2v`>~|fQ}gfmK+LEnrX_}
zQlGKO+_f!_wcFASQGYwcP)tSACqzqvRpF*hVPpHwlUV~Ufk}G!&<<-yO3j>PXPs=T
zio1WDij5O%5OzD3D|42aF?RMal|uSUBeOt4*qdGl^<coSI0E1vbExS8ZtgrArLK*{
z)HNsA-~Xr!_MA3o!JS@E=p^uygrkY`!{(LRat>EZ{KiYXtqmO>Xa7v|)#Mr4mlW?U
zy*~NraJa};?S^OHxK^ImzPkm%rIc?%aH!gKjR7LxtG{Lsk3SBlyS>Nty514*{gEG4
zp9Vtp4=3dQ`aG6LD<5K^YSb1zMh_bsQw~dF2nym-7tf5<XvDT$@i&bc-I7m&%2l)5
z9eB1_+xdX!Iv~K_K$)Pa<Yfg!NdE9fz?9|$gCZtVC-5!UrbS!#`fqR9Gwlmb#BG`n
ze{m8z(9%xK60-GX9-Qdfq+lPLMTM&s0_QQSdlbyxvH-=JOBDLS9Fbw6#(}*m)>nyG
z5nH5$=a|=QjZ7-6SdAt0m33_YfHbZr`eAea%n-t6f674v)AiOhMk@x*Q2ubpl&FO$
zE~Y@VQiHDGHIajTs$ECP-A9l8(_L9<wPUp^>IbkFC_5#0Dsafkd}$q2OQ|-vl(<?~
z7_<TCC@G5N#vn3X5&~{6w};(|3_0T<3&}t%6zxT$Sr2H$j!+^Cx?_t=ORQV0vo3X!
zaI(AEWE(7-Q$&WA=Yq)?XcTZeS2b?+Zi?Jg4k0}^O@ZcPX5oT_2xKDZr!$A*ArpD=
z0#^w+)xw2lwb@ZgAl`y06X6pCV1}}agn$DmdsuVNyyHmYNf8V9L($Hn9POz(wDju5
zi-`bV7*M?_4yI#IeT;N%l|xK$yhn!O<TGmd8)4CZMUrF5_UE(K_Sx1)tSX@q25^Jm
zq4D|8+Ks15KhTYIU0Oev<zJFF=HzP?hQf^#O<QGDW49}gV5xEh6CYQlwO_?gpI*8B
zCj?y#X>9M;8NP+`RGeX#p+ol^e;|3`=Z-;-{g3abj+w3xI#AuH#JiE*$X;Z(xL&2Z
zrkk-@Fk+^|u{wCSc?SeI{@C-<iB(V9h7dHcqQ&iODb>2wW!MSeA>&AB6)U7JAWqs8
zh{j|8!nu&CDqM>b6Q9R^CaxxvVX{H-`gQr>aCS{SjxpXs<Uci{zW5LOZdz?`jKWJz
zkPa;fCK%?luP^kH%SG4qed?+Zrbm*y{>^1lv4ffUZc#)*@f@|M3vpB?sR(2wf`2vx
z4#+WvR>IR#(-Y`{7yn<qw265Yiug<jb)m2DKM1I15vZ%A2T&+f#LyIMRBAdnhy>j~
zjF9jGv?G84YzTo|FLpQ$$vl0>k8dE&oq$tGWweJlkn`gp4Eymq;`{i+VLA$?F`I$5
zSP;x|s*~k=%J6EdND=#Jk-`Rg>~O~T#@W<VPYmCB*gaq0^(x0whQvbZlTZ(`tm4`+
zJ<Z&?kxA*^j>~Chy|0kO-xEy#enX@S7Q-%;rq<=Nbj_){cKIo`C38gLOK~Sram#Sh
z6gy$c8gsE#D{7T=LR&Ab!B9yhQqqf2w)(|W(5Ik>ivr}6j)Hhwl8!a*&r;<)qb)ER
zL3SAPmGAu&tBS~HM-I>{+bnls-N+c*X=~mBMOGg6yh$MPLDEJSD{wAA%qW3JdPW%G
z0B@=OOv$Dut{Uz{a<!DH+ChsJupSBw?`lV~{I$j(<Lj1oGBWivT&GDW`Ml;q9~{`I
zGOS7x!o<||8fF${TScV=FwG-%G)+ZCH1BR0+~)g;8sc}Eg{J^|dOf*tbIe#L5dJ_a
zMC88>1<aKgzK)1w;6i+HcT)uhwmXp~`B|*}BW&m*^W`Oy`63hoqb|O7<n-NkKDnB*
zw*%FK9g~h2M&38V$&rl-<7?=x48?9gy}1T*My<|joBPi9XAYAUiq{T~UZf>$sX|Oq
zhnTXm`OJ3_vW*xpa-UUa+hK=4s1=nO;l;kjlzeB=Fm&ZcLxaKl+f-8%-fD*)WR5ZI
zqerMb>)d7Mc}ag&g8Yy~h3PLc*WXk^VmHEuyXSR(#<w>fj~4%o@W%XYI7e55VQsZe
zzC0`FFjaeA%s4@<XZqQ?vKPle6B|&l4`(N}p~2N<>+pVwQjqDtDa(%+o5llFA#!Wj
z6wh<9c#<1D+u%Cpo)4avo=58;W8q-0AH!jGY{fVZFI5_+)@`2$2o+llvn*dAD?<p#
zM>^Y}DsyG{>$-%pC}%~upt+zaqz1IB%FKyBgeIOzxJY=INLV`D?vd<ROL89WIFEuB
zw7upaSYTYtI&rm^Uac=XCF7d&%+WV3UK)cP$hcATrte3(r+4aXJ#OJ{A?x;@%P>E%
zN;7L)=p(_EV~JvQE!%bN3W6>JeHjZ9nKhn_uy83mrQ6Bo1jt9Xo)}US>t12j#^J-5
zA%=?=lpIr8TgmP#hd7>zIsk~-_<R&J9rL$7DG$)<UXJ)F`|Z4ca|kTm<^Etgjf2I+
zzVK@1&na)4KQk8Ic;q?MtEI#&eug~fS`#>ZXHAdbJoxL)t@}LdzVIs2@AJY!JCB)B
zDtm=xKT+=DSy++0WH>}t2dY)L&<7Ji@^=9cwWoMD&c=S7HB9-m6QQCU*ga2`!RR#|
z(h;eP46V8}n&VYE7`bL@K8zKH3~2PK?NY9{Ejb?u@2b{Se&}Yd)L9hy?gH4e^3910
z$L$M@_ahUQ_5xLkOtFs~x>=d-MCBC4gH{Q%AY|h{C&z9qs>^H4nvp$aK$i5(RLPYc
zUQS1J>fco*a}e;!hZ)TGKd!sFZfT*q&QPD<4KCAjr^lsNyJ9h9Gvoy2<Ud-4dd*JT
z^XN^v?$;i}Y1Kb$j%PhWMB@$<7}LdBxX@kqlM`~P*3%A389}Cr&`G2o!>sSfPw3Ra
zE=CC@Z;dbO;3#EW1)Umfx@=oru87aNo5#+7%ktA-kJ^Ns8!F+yrK8s$TV$v2+tHUX
z(deq)Hw`<~qankThU$9KVUf&HVaOYh?lY~(iq4F&Nu*vEdcutVaFpU8z`nI<lG@l`
zQISo>QeW}e>~hh(hy7}TBHO#X)dl)@yobJ*@e2~A^i}tRro>=h&qk-i_<U?X^W7zn
z2s<icGprfunCnNyg%~T044PX@caWEI-J`BX{&i+31n(x*q+g2Hr3exg<0thjkU;I^
zqw&S}M-dO(GLG__y_brOiAxA2B1mYMC4M1~Y>xEUlSQ5vB^+dLY>RF<gmcNzd^gUj
z&)5GFWY1#F8vH`yTwI8{wi%NjaRRQ!|7H_2yctN&BIlQzDf@?{<=o|^kmJ@)V^rIo
zLuav|XqY-Ut_76jfP;M3fxF})it|xKCb-EE9GP^Va$BL<Td$r#HNYbFuC>TW(-gRu
z>QU%dL=Im3tTWkxhGup#noQwyZoPVQGx7KBI5apgEU|YZ8^9~ys!^=yZ#h{i(wK9E
zK_=(lY+XOy;UTpX*(}$>#>Bx##at1}`C_RXVpZaNQvU@wicK{I@ewH6H~S+6MO}m=
ziD#^&^VfTk4|f2QZ)C3Y(!y_1b;_srD^4X3Ryo2(+$}rugIq9Ial#b3bs<zcqy3P_
zuJ&X<wV0`Ng62BCRs)SNw=Sg@<36M&-n}BL;Ft?*sNO#Ph!(EUJsl2HNJ_9+=sHN9
zHb4kFlRUyDhYP_GNyiToX}df?nn@-eAT-ZIY@C$Vb%7b1qY%xD>z9$vBtAJ1ze60Q
zJSz+WbQOnC<gcs2{xm~ld5!7ygWFLrsxBd9UVAG)ui|rkQKx#mh%=392z1O4^I_ij
z9I&$`uCto<UdU>E?yljwpgq^yZg87l`65eNa+<QNkmS9c$8<KE-~G*o+u^hG1wiGA
z?%Zs8DR#Av?oWA`^y!^2Wicc1*mp0;=!}{9aSmKF|F}_<voMv;FWOIzk}~F;8IFS0
z;yMeu#>H7dKAZBPeXL|BAP)2>*eKYBng4ne$DgyRs)&eLRKea{Zuw(he-#<dyd3XL
zeTh}^%F7$cDgUo7A7spjbgt7Xtd2yQXE@zf40kt5c-R=yu?n=EbB(JcDq&hAgH{1r
z_)PpDS^kkK=LS`r61*>@-`B(Mbo32nAtU|$F@DiX(b+<T&E8$YOft;mREY|*P$o0X
zDRva=uf<M`@H?fwJ+$-D=}JXlE0)rJe&eX89>&Wc%plyWN6_wKTE$*ddYWcAck_X^
z(a?^M9i?hbL}DGtaLL11$5h{_fIG&u<E?|87KYN3HML`^2|dwq9G|-TwMf2D;gPv)
zt6iS=ZY?*}$W2JE?o)MaUFuJ`fzWiviYhYB!l*hlpD;-oU+M^eH+o|2cs@mMknw0n
ztN@99?YY=iXTy(!Z-D=_?7IT~CQ>vE5tj5KL6lqNUaM!u3}4lfuZyH_DkNPM$5<f*
zivvf@jT9!w_U*1h6G;ECr@N9_D@BqMX`V(hk0K`WkIjsAB|IkbGKSVmrZ)#+kGa^I
z`BY%r>}0s|T9xR$7?`5)VlYU^)ztQU-^&WK*^Ct-c1XqV9p`}L9GpN%&7PMW?;epJ
z9}K?@vt>w_c<FDYDn}+sr@HkAqmxqVEj9y7FmfSA&DaqD<s`pPY-Qnt^E&#>P#E_W
zAdR=#K)njGvlxmT;QTmUwW5CkG@q$J16$$iPh7MMYhD5F;c!#<z88YjHr^`6cq;GF
zs)t^NC=y$1pIL*q8=3uw7<;$lsa8<O>mSGbm&Z9_QMOFgSSl+{Lm)PvZJHo4(YPA8
zEmhR7M`5h^Zkmh5h(ufc)JEu~mN(Yf7K>F_;JjM$8O6ws*)c_My%5SlMI&@9P4E^?
zPbW=UwW)lS(qhL;+G|u*cvV%FIc*7aGH&<$0_o$>C$fs4Yjl+(x480`EudICiW&yw
zH8l-sdq<J9%NCRARl147AFWiP{2af+ea5bvaTW9jlPKTXK(uQHNvRf-PEteCM*H;+
zcY9c)hbfS6ws+F3hiA<naPopj_Rc~^Yjh$P=`6<9$Mk6b7H3e<xr*uv7r7`^n{PPH
z4Ft)oFbB%<xibA4a3{M28)j_mgIL*|n{}2^3{yh}#sFUSy-+GwlyIX&{kKqvRvw4y
zM+7-{F<g3Bi1*jyHi(0#^k1QSHitNArArp}u}?PJ&ug2=zYZRh2gsOkK0cb&3J>$~
zxRdXnk#hahQnV`K+dj+)o$9Apq1E1e`Ie+^b+o%j0(?xDrN`Bs@M<2(jfsqTHuCZ^
zcQ!W{84mfIrt_>&MIc?Oc*e#O4yr@a)miVSMCMMUu~F`DscAyX?gh0zN?5Ba^^@fu
zx#?G>=wIoRLtq<@M#I6li;FXo%-38J)u7Zqc0|p%1oH$p@Kxv7O~yJcNtf`^s>}<t
zIGyk~3)!VOdo7);3PO*TM$MfjgAT9tGL`V9l;%S#A=z1u3mn%hCt1#E4mx)5WTuM?
za9Z|vs%Wt`>?pdcP^Wy6y}SX!wMO!elY_ib5$S8f4l{-Cv{s3k2UySqMNq^P=3twd
zv8+Vm&*$z_x&dfnRb}OZK2QR~s|N-1LHw1r5@b{K$v{uVondjp!JyV?vpFGoTl^ZX
z!th9W8ea^c6N(7kP;<Ua-G~%T9rd$Gzyf2Yh9%>ezn;G1@TP-IW=ZTUe4?&Ahzmp$
zw4b7h9foF9lqiL7?}}nwU#S}2rl!xi%Il6+Ij*llW=1RnY*clY9okbXHKQmqJ$4jV
zgFtc85Nyj53YjTVYJ|Xq#+jEe!9L5^p-*|}sJ$L<Qs>p%D_-y#EXEM<S;jH>RD~gX
zF*(!Gr8kPL`7pF@vVBd+o;m>hHICHtDfz;KzfZ!+RWO+(t)f<Q)+!XBQL%$aau4Ns
z-!Y2Qw{^iCCPgbvT3V7jTQfngzhdDwb%PaindYz3B3X26u#G4M+*=1R-t=^mL{1`V
z8zn1jnm>_69woawjnpQ3<|5-de2I=l$D-IDxgV))WWg$)u%xMjLRXZmE>rAmYavO;
z&Q?kps|A{c^y(pjr9z)2dBXgVk<K2cD$l`S@Lwo<#~@Flrop!{ZQGu<ZQHhO_rGl$
z)AqD&P209@+t&8;#=g57v2kzQTOTUwRAipa^QEFPPoDghWu%DxPJb;fIBlY&)JxvC
zKw2D_V@q%whq>SqliRO+g3u!HDUJa@mZ-V6H`;B>>cGC@Bk$sxxJgqBKkTP>-NxN^
z`swRnsc1-3Gdr6l)VR1c%%p`?a$uP)#LiWa-Rk0FzIrxHzM3LaC*Cuq9jS^%)&$;x
zi|#eJ!*l%R#<kSF_Rp-cq;Cg{F4M0OU)vX8^ivyRg+*@+cB5$4o#vB0ZDa;K)cL^E
zX6*W{JVlQ0COdg0FB8q@-hB>LGW+j6ogDV3^Vq<?^|IdL1q%y1cig7mw`u`5TtNXh
z!Na@Tat!v_nHUbcr(7IY>u|0-RU!?VM9M(oJ(qN8W};UjyHZ8s=BDoD=+qS5S;W+^
z>9ZRj1<57WanQ54`0a_s*Oc+p`R(I(uwBN#2<Yvkf0nq=<o0bYD9c{+45(9r37rv@
zUbhRc7_C(O$$(^O>M-hIYH})a>S?u{iVl@B0SAc)CD<E@K8&%rV}!%$BWCvF{g02I
zg>X6AG3%{Yo;tWzo?)K3x9(@dSA){LF(0exYKT@5v#Vq0N{*}_qBv=Nal$76Shlsq
zP@;Y+t&<bEoQzD8SP0EMmGsXw_jdlFID*LY(Q5oAC+hF6sec`Y^)57s_bxluYjND4
zIUOd@Utd|-arCUuo?OkDN67Jg5cCr^HohO4o#nb)&ABOmTLcY+e24x6RWqeZ2Gh?H
zUc}5xP04vw#>)QIYFag*<d2`wH`9fjA3HIdPoXG3E3x*TTF80G@ha44qElFO>>Qt+
zcvV5fhhfpep^821$y7$_LnlGJKF6D_@n*sR03HmmPV6I1(r*g@r>4+f3z|0u0OZRK
zxwwnp+)4YPyg%SGX-G;VX6rvp0b0B5nx5S)<B(J7(r9j?Fj4AbF8NxM;jM>nVAjG>
z^^N7;1@H|{g3hwKe+3c2stOj(Sy|Q_JNVQMwTG88SyhV0n+#-1{+>n`fpC}t4+fgj
z!ppFFJg~J16`85z=NH==EBs0<9>cj*LuaLh<qj;dTPaSu&FT<Xp6Z}K1HxgHk}D?N
zNj_B3`aGEE^%V9V=$4;h<@YKa@VB>sr)#OJl%WK@hD~A^q6$cLgsn+B&;5LiBmlg`
zXpsuTfI!3+q0Sip(#tbbb?rP}_^@fPPqy7k-K$bHeEK>P{f<5!mJ$K0V8a0-xaR?r
zkeI4qromF(KxzIvm!9}~Va?2sQ{?c(HNk6l!tJr`Pq0tojt_6L_5gl-B!eVb@E&(T
ztQO0b-%aLZqPg;~nQGk7#RSW(=90Zqcm3MGpwdSb5L#Z&CGLl}Ih8^t9nKbeKnfG_
zjFP7!8LLu@Q?zq3Pt(NH8m!XTBIUr9XIEowQ8`9MErE_p^H-1&0ws3qPsE=vsi~BY
zjsqpAXB{Xy%GHhTv47~Jj_tVPB@T*xku$|h`!TUYS5x~Ls+d*KHD|h_HCjy`%5N1E
z^`YEg$r2_x!DpjVMH*-GT%&Y;yci7cTF_$giel(>l6g#mZ_)Vzk<l?Tlp%OT^EBR8
zifd@c5W%geBAmPtq(mhgX;<N#v{wdea{;c5rhnnQ*{&t2pIr(CrOn`r6ogZ@5t{*c
zI$euaM^%ya6Ep>-W@zAUr2`gxd3Cbh!vhMQ$6R`&`+KRe&UzWk8XU=r9v7El4QoSG
zs976Nu>4W@+(xwwEYsIjXh|$;9yQ$j^riM_B5GpJs3aq(Qqio?MPr2Fny;+mombP3
ztJfc-(x@h4$%?U*MLoCv4Rv9aaeaXoSLyU(^}Sbb>t<UN<2x!`MM^LdI>38lhCz}F
zT7a}un3S&2^Hj5PcW9cY)^wZlFjGaOa=8PAbEM>^t&0Af>5dPjb;`zvKNyKMw0(M9
z7lQ}JQA#x}g&dvb9xSFd=2S;&+4W|A=$d?XN5H^E=pAVuycATHQ|;m27^f*@$if=(
zAkjOQ9bwPPVd&=myuY1u3BO=5S>Y>Wz+gaKsac&_A^1q8nQ4R-X*6)9hS6aUpJ*u@
zAMOs*BSDv|vR*x<lmD%k5=CVO)_mqS{(Q}izOSy(H$w}|4QxKVhk_t>;3^b^iMQ+c
zl!px)bMoU6=qEp-wKE*4nprNSU)Fp&yWG6>-~JgA@QJJa{=MgnQt(sHokIL?z7Eqv
zc8!2`EVeLT^-roSI(R%t0AwXU-b!F9=qhDiRDtvMO>pgR58$lpVeDB*9unpo7LGBN
zoYe?GB*-LRsy`!~9Wo)U0)1A0rNI`0LfWcLY5FzR%qD-wi@*VjbCX!Z(FI#J7(^YB
zHASOc7dGOkv6TD@;+td8(pJ+Ftpys(tDAPI*%P}9l5V(_0)*L59{gmmCF6=gnP2U5
z=B59Y|H=U0)_3aV!uzfIsGSR+b>6M)ifJ3E_&D>3eOp1oZ{y?k0|8_1I+KsZPv_kb
z<zDPkd(wW=&za~x^ltdACHi4_4B>$Q%QCn;smV5mNPk1TbD#UVz`HAO=n=bO9=m?7
zqEdJ%wdw)?oO?-=x~k5oqN&nKK%r4q@hVup!r=kqMzaFpS1d%S0MLfCRm7c&<G#{)
z*?ZJ9hH}Q92%{=bh+ks-r!%#kZs)K+T;A*{QtddQ`+VEO+tot7`DsN{LQYPSFqw}4
z!dtNSsjx5aL73RBgsZ2LER(uA-{<?go3*p`*~cjYNYNqo++18M>u%9%a8cPPUc|Bs
zpSj~3O#oSqBpWQ9v9RJRNlPWGat!Mu+N!4<PGh>uU7q+}wlp%2fL-*XXXbRZiMj9e
ze3RQjtCUlg$31*GM-08u(!r_~hS{h}^6pzhvS87Ax4DPql2j&%@Zh-3G=LieJq><?
z-wd63(JrW$eC~>O@Cju6OhmA{dnE}9cRJ&f^HaDPKRI9QL5=u%AG$Ka>(s*3&nVll
zeV4bt2JYL^z=QC2+*12bh6(l3joKTU8_EHUc4_6D21mi8vphrDLiw+y-f~BoN6obH
zQI($cwi&+xza78%_r}!f^Lz14zK8`e1J>U)(9VF}9(R9S9Y`H$ND4x5od5?yq%>~Q
z#5^E6xWc9(7AV3<40?4PP&&q4LjQsi=TA{E;5}2--$4}c7awD0+06suo;IoT70Hj3
z>i<Se7Le7)aI>{bs0KwxOxhkIa3k3J)sVq>^v|AmTkTPl^@Y-8HT#MyJm93eaxN8E
zpDo_jVZ0_e&ng!at=r^Bvv*}ICqdkm8|hH=efGXeo}bm;O`U9gN$$1Ps^{P9My5L2
zt%S)lPfcX7Q}asPRX>XbzBR;kA*ywKyw1Y{0J?gj)`KWdJKJjnUI$kVa-HYm-P2|D
z5ThMyeXH^o7<giKF6+ur2ut#YM0vFjK~;p?9?Idk=GksW$3X5be&B@p76aoqT=~1A
z^2S5;(M?#_rVLohNz{r-i0gxTKXk$%_b_+4gCbKH6W0FPk#KWFprYUzI)>C=S%|KX
zxloNavMDdDy^V8$JFWI4VsvrdizrcvsxJS?*FT>9UgE!Yob6sMr8a)3S$gh9n>X`5
z+WM`J63%u#cx5BiBXTKjJUkr^$IgpU*3Dh*b_X%6yU{%Af5%c+JHED*&7;EU%CkSi
zzgV@yq!jSp^ztX<KZFfC_c+nUgpfG&GennFG?vZzj@1@mVc%Te;NRq4_-;Ozp3Mp9
z{iW1YXyR^a%#nIC)y1~1K7nX$1f<91G}*J~4L84rUg|l}^koNXcm=vqI1u_ItU;y(
zC=d~%fBB;9fNU?6KmvsmG`<bu-!c<><!e<e7n#JBA`{B-us+VBkn52M3DyItfb>ub
z7%<Iw=13?93xJ&__WXIs&ug6?g}i;(ej|pU5ch#J<}Zm`R)A2)V1$()hXYu_xVG6l
zo;GcHRsTREt@TFgRx@32HO!V7u0HX!<@mbXzUa<2C#nc)!dEE7h}6qB|JjXB<fMmu
zmvq|4*%!3k^O{fbupmelw9t(Iq0vUrt|uL@w^^;{jop^Cp^mr|iABR9cf?IZTs;6Q
zTu4$PoI!TQfPP4@(bAHV#`)`S_)|pNnS?;=WiPaz1ae9C-kNu*duHp(j!Lo8bsSyz
ztL^z}lmF_|m_OIkr7(Tg{de{~clYu0Gk5pZ;bc6M6Lu`1J~7&NGiPvgmVU4^yMwk=
zx3&9zk-R}W=k2L~8eDQ4q52bAHUAf65c*9y@^y31a$)YNubHUE9teY+_^`DZP*r>(
zHUi!tcX+Whh?zk=9KP_vUrbC;qKPv0MuqmwVH+JAY?%1CVrxu3J~a4@%vwBts~k3F
zGv^9qxiIqn)|*xa(Ee^%Wv3OC*ga#ej|CRLc)zG`^_-&;e`#0B>c*(9i@?Zpx@BRy
zgEt0MTmq1epL3CkE_MI~6{<-RA=M|p2oV`cyJsErquWe27;y&)Tf}o$j~UtCpp<{u
z-~hoW`s-3kvp2%`vw)Z;Mf|>i_iB09rpLP4BljA&+7_=j1&`87F4cL)3|mQrst*pO
zZsdcQUfLK4FXW_Xi&P3oK$W~1Qa!kKU=|st)zNt0_hZh@Z7;a}g34Ldt4@?^u}0z+
zFX~zw{PgE&6Kj%*Ru6@{%I(0utP!5}y*tV~2kX{A&N>jg%}V2YLiKQaDcy-eZ@j#h
zHx~VD7Y<L~xR1{|5S()w$;>+LHZaK$+y1En&C%vI%O99t7Yn8&7+u&|!X)@?$UFs$
z^`(3e=a2(wBhmLrtq5=!QJH&r&`v?pSD9Jh6x|5XqY=JQWD3So-)fLwq9OF<(0Ei<
z3%?aGdOcnLhPNk27*+P2Roj)jonxaY*2M?I^l!W~g-GFk87o3FB}uxZzv0MAVBl$d
z8*(l<7m$L;GR6jTia@!nRSl}4k~j_}sJsYVi>#<#K83Y}lR59ZawBV2lmcctWQ~I9
zlWVF;Kh<cbt>Z<5!-cTf^GzCth%W<8<E(EU5?C7b&5@`NdhorD@#@B;T8cKXSdvMK
z&EF`&2><G~Mo<0aH~}Rwpx01t_60oPaQkkB;@f#SJXi~d<F&h;y-azz&1$UwYA@FN
z*Km3-t8XtPD=T%m8VQ4@GRXN&cl_d`vEHf>7#iMetbyuF@uBk)bJNu$5)!~DPs>xH
z2KyHHXM@RX=gEe<{xaRxVm&P%VXfRPz+FY+c{=OrEW<Q~=a?sHnA!JNp#c@(6Jeeq
z#$z3<l9INM9qoPf3+7Yhdo~qtQwe|Oa$8^tu4h1qqIeH0`Pa@=4vu<~*0`ZO-nBGC
zE!3o!Qnq7x)TCMA@7|maAI|Sw!mtw6l+k0{KLH&_wo_htDC)z>BWl*Yy1IlY#V6f#
zGJGavO(AzqX`)~Ru3OV7sniPO02|n|s@(D=E`pcy?h~84MhMPTn}53Xr=&p_9kRnG
zLdN=A16;!p-pMHO-Hv(tp;6DdZ?1lCYPlqJByEpF1tciShwIm?uR)hNL)h};#$V@Q
z+)H&ufLW$6n+mr3(AygCBacKx8o}rQc5#!|K<vv)9||~YTeGNEJz@6gA~rk%Jlq;6
zTqPNm;}uz2w++CvkDJd;V$PGWqr6x0!2DWQaW9{evg@VK0|XiTlmBtj&i%RmZC5?8
zPyc%i+_cy1!B$A;!Z~j(fQ%DAZgL@R80<6pmUH3|W0{WXNbp&OKW&whFFAdck&pD@
zy81vV>INWs!G*W(R}ZaM8mJmoD_UkYWWL#7a`@@>M9;u5Mj?}tZsIfnbwuo(J_{sf
zmjAK<6>69h#_o^x`s@K|E)_$zSNF49i|HW6)}-Hh1d=@-XwwXoEG{BT70$Ydq+7FQ
zW2T+Y;mpaJB(Zm0E{YepvM{1O@KP3^0&<T;W`x`tu`MAwU;aUK#czTN^?-M)_0A`C
z93T7pi~`cKypzWF-+oFjcJL}zvP|2qhjE*nv8l^fQgDnwWb>J;>+k%-eX)q1oLZ?T
z&DqE_rq7)gJCunTJEYb>fG~r{fV^`$QxR>beoIPpPu?jAzSl(ptg6qav$pi54Hu_l
zS~hVFYACyuV)qpGdM-hi53|p_fKb;=!xhu&%hO{7Dqhd2DE9=SZ8U4&S9cPPcc89;
zfBukby?>NG^UsTh2%3m2hwjPH1HVI-wL@uC_6otyXm2VH0}tI&SYd2;&zPHnoz;`g
zy<Z;7r~>qZ%?4e-Y4e;<h})uTdwo+n{b_lW`sySRHVz8T{=7l69}zT6&6^j&Ad_C!
zv_t(iWhKZ_`*ZqRGN$CvgvEm@;?F4jA(a(IRNqBihl)-P=%ur$$o|F$&r-8=^+ZC4
z6vOi@je<%gT>;e;I*L)0#NWPPnzklYDoIQU%v<Nj<gQ|}TzWQG?zFKyrHDj}Jy!<`
zL1rV6Ds8DIzbhvuV&nW0o<QLB8lt!EWN{QbH)EScZ8M>}HY#YbDw$ft$GtO6{dC0z
z2iS4p3}eC=4zZFvn#w69ZXo7O@CX;F$1&~N5Jq6Ag@BSIt>tKOm(;d0^$q*BZCAgY
z;!Ss0sxYcsOcfy?QXXxOygRpK>tq*Fj76Bj`6ka_ii?)xO;>j9Kz}p;@j5hEG%<Fr
zUlvcb(f{*1*6U~Apx1Unk2G06q>)Z>PKinxM~BxikzNR-NqN)Ao3EKj*hn-EJ-}5I
zO*xkEDSthDvexChe%b%6qcV|U&4TWb^Qse&Hff^rS?xL2?ce@y%M$+OOq@NXO*7{o
zM#9oU2<7_|desCY&mIVrpM7#{iT=&<aG<K4b^rT&eIDK>yB%%WEAc}Ni$x4g@YkK7
zX6VD2e&v>4*TaB?)U74U3&ilU+H8dkv^TOE^=uBDgMC{&cZ+?E$97jI-sWcF7gfWy
z{^I3zX+Dn6`&02Oo&JzGlUfVA-IR@LqK=zseQ@z`a6!}!+@J#mD02&RDAv8RE8=)#
z8J+0h>`2D5>Q&VB`I@-f^?gBWER|1ZyKgD}B7NU?nZat}7PTyANuctja-%i09Bp6i
zoX7FaaacFs$Hq;op_$>!#Z8DI%ZDX6ZgQMwtXLeC_`LXP!Fwl(b4i_RE70>XW@+ig
z4U;g6ngrv7EzDpqBO<IG5po>C?|nr8<=P*2PaP%Qr_1s2)asD^MOg2}meO%`Gs?c3
za9$Mx3t_lo0X`0bXAC5#M;okx%Gn{LEzEKC-^#;H@frpV-oFU#o6z#w!GP$G5d_6l
zBed?j2F1`?k(8wAOPA4sJfNfs)~$*tjN;nddQ4WD`(+99Ux+-ZyONgLyz`eR6em&<
zs@8i>cx`h6CIQLGEb{A{?|b0mf0tHI7-nmiZFN4y)6ql*n7B>#=Di(!My^XH_sk@P
zi^`Ya#H1!oX^h6>`n)_}j+DMz2&`PJN!5~~g*Jw4;Nb8)PM>iA8hN9(Op)N}MTo*s
zSt+7g@Y~7^YE=mB8(9L}<Hze0PgQ}61{M)08kH`V8nGoTu!A^kTg|PFcg+QQiG;Ok
z5@&J1hPGf`WAS?%@>ECqv)v_SOuw2S1F>FkVc@8&o==hGhXf_0wTZK$vmzBd6W2wK
z?s1@}9kJnRl7HWVy?`U$q!(JI@XOM`jIo}J8}Q$Ze`S3q<xaJ~IDL`wle`za>_q1t
z1rU%qSU<g!G!1IO4G24eS&y$KORHBG9(=e`W`e2b?TLg>1yz<2C8VY?spGOIcN;aO
zsdkF10M82kw%It1krllOJ}S}{funa+Zs8}h*0{VRTLccTOon=6rKTS_RJ`g}@5(ZD
z)+&fC080>Ofw<kkaIe@>e0|jaoae_YcQ~*5cTKgdrU|zOeiev5cw;mfl}(Q?7<(7s
z!R7Ur4n>{2l4PC+*1VWW6WHvE*!MFelX<M_psE>6kbQsFPb6CN-|!NBb;*)(@<ERs
z1_mde%g2Bts->-ck(POTou^YB_D@f^^or0$5pl{0on>D<z~+U`>&2;U14h_i^OHWr
zWSl_ZgU#Thl}g)#8A}?e>!nNb*l<Z%xrV=-d7MSN;g46dBDbU07E=}+dNl!;2bMu(
zf8tuFr_qk<uqRaaf0fHh+%#Hs0#$Y&wN@FgZpG#vxcN%&IgWeuXNPxGPzJn~t<Dq|
zTl^F~#YC1+sC@R0!B~%{&i8=BrF&AT@yijiIN>Mfg?X&k1Es+wVbpz4VUP<~rXV+@
zRqGY(p;C|72G%oMu-0cSX%VS4KDgCZrU<-O6IfntbLnQb`uSAXr2ci1$q03dICRAU
zot^cZ1#O+fW0PBBPRp<#P^xb%kV$bDws}mogw|5Nazd9E3=M2&d)mSXU}*$HLqRwO
z6_lUIE}#<0Kzf`STb^z)>>W$RLC&mQV%10Lpxe=4Z>uWt`}EOn{x(hqJ7qMC@I>GC
zKW6z;h_C?$ngB;~`STMQ$Ai;w%R)QytE}Sq=C|>0u>x(ko2M`BBTucY=0#?91I8j#
z(wNeKG#M;#Wz)emXt)`02B?(evtzvJ=k7iCqTDZ|Z+6`66Y*iZ;rH$nftv8`ntZYn
z^y1PMwhv#>K|6o8d^~oWTH9-wX_29GZ1cT+fB_jdA6J3NP_wl;50^~Y5D`hS3JHso
zPy6$~*nfQ2LUh%Fs=3MYyPxErH-Q9iP`9FKwhcq?GC?K1Ukw_X?+B+e%ZC698_1%R
z8q3+$Lu(WC1Z8*`{RC^zCTOooWM#_C=@jDApx_OaB>`f^=6v=Mu<;#LjvOgr+)Vb=
zsMiPJy?UCN1ll+d;=jw0Kuc|)j((CJUQlX5hjU+F0!%xi3V)PamRdnG5!4N;?b4Gp
z=S%n(m&crn0H$i1lkXA3Ev|HhkTqs3v#z}py`B8q26TBmX}K%H$r>(;Em+w`MXSop
zKqN;1u^5#^RMz!ao>z}%>J8&Lt0u9SzhS5$G?o5nd@&}eoYI%hw-2@e04=TJHGMAR
zNTnEqQuJ0d1+DnQ(N|N;4E0KAN}UyVkvmILcD}Df{~yK_=4i=1y>S<;$NED6%%VA`
zRUXYiA|>4|hI{1qo3&|eG;XFdP>!l&$qSugJb0m0ZAV58xM*ac84TkO>Ld1;8}nST
z@$5PP?4Ie`ruK;(!PTbwvxZN@=R0iJZp9n3tM;~`AJ5HB-|cyz;AXn5%OR@56VCg2
z0Rj&oU2$#Wdo;4+w>|HA^w8iZ>Koy6sDDe}ip3Jhcf(7%>qeIKLw#LbQ=6pX9m0x(
zLMehHlUw^6bH3U+>@)D0@xFZJwh4P2YA1(v9|d^junwGJL7t?{Ye0TBEph(+m3<>|
z*0{2reyVff-I{onmGOlCv~~K~@tpO%the-TS-bu3I~vk?FVJ0xheQuOy|gsk(oyMm
ziAG&~gE-G=nzUY9r14lgeH2Rt7h@e=IXI819z|c^m*j>CBMw=U&}u)A0E+@_0CG?q
zGg@pl_BCnzn&~n#w#aR?LVdvIvOb-o7UXg+w$DL{xL!6Mx5b<?INu-Flk{w3ge^J8
zwzJqwzS}Bu0*hST*Uk~=Kusphn7AJDT{vx9Wb?T;t8;6lb-S*-vfD>{-#hX4GZvdR
z+eftAbTc?_N>RZ#v+TyVkeT?BuZVs9cV9HD)Ssgd7GQ7&?KE&*`Tz8+LhTp!hpj(V
zh#w8kicq!G6NNT~yQ0@q9FZ)K-G0c@o|fU*Yr5n&o(#Vj2zomr&+)AHsO+F)TvDz|
zl(YS#W4iAjII-t)hoJ95%UnP|)<YZMFtFp>^E!#v85S9~YiDjU!K;asZiwk?4ifIl
zdu2VdA<00XDIa)_;8!^{^uvRknky0tjcm~>k6!QQiYY3qIsZg);z5q5RfI%@Q-i_1
zQAo+YtKDWXjYlSPQ6GJiUYu!9ZnF4bnD>x{;QmAuuj`)#S*t9Y`gw~d_%^AnH<JbA
z;96`xKEmYKr5~$j+qQQ};N0+AjuRSHhnHp(gC2WnM_`rZkg)x!OdSQc_V`^94b5?W
z_SbG-tJkP-)bAHVsa<~SF9~%a6G13cSJok(u(}YQJ?u$oBuZgz!qS46u%Qpk_*m0O
z_wiV691)zN!cr7?LQW$n`B!j0j3S@Jzl2R9K=ZP!Ctaf5NYMOlR9Xy%f^K0gQrF9#
zMBOzgqkxs3>!;a}x#8^RuBUIi_sdxPK%C*aYSb4$qaHzzYResLxh5v3Cv`L7AD>2a
z^!RJR_B=%Vv*?4e%vaF!aZ#!MdZUtsa(`*v{_F53-;%G6JkoB4WT|ju^O}6v8pF&X
ziN7Pa<+6=q-!P%8ig!E7&SyR`W56js^fAN3V7kcwU96gq(ePN3^bB35a&WIv?zhk(
za+Bqc_8IT7YR|M~(%(eB%aH2mXsY0QIFZ&1Kyk-LXc>Y0O#?r=hG}4TN&I+B0hU3i
zlJi#ft+O-SyWIcq3`!5~hv+FQ?Wgal_?}PjDe@5^vRUvM5F4oaa{T73HCnkSrPYo4
z*E$S$X17$eR@FP9vc)i#$+#(hlG*GiCz-Gd<aQ0Z_2R|{{$H|==44QRb1;8`#KZ3s
z5n{^kfG`k*R}z>->sN~%A=W<?&WkFKiD=^fS#grKf5;ErOzEhonUYiFM^F(=Rw(%q
zYCt7lp9gz(Ix-C6TgL7X6ArxvCpnS*hU0jmm*R(K^h9UOju$BGNzzrV9(d#8X_H(?
z?I>x4qi(b?+Qu#xM!ffYb4U5tQ*5Bch%2s_7b?G1jIVXjnl&0brU24ZO<RX=hgT<0
z?I^h&dOdgQ8rcqH>*wA8yqJh=Sy>-lW;iwNPdS7QCtW{jS<%6j9=N)z0svA>GW)is
zkQG5taZ^hf%^TQ}dOIqm8iwfO{s7!N2iYUj;8@+W$KPS)HflmOwIhk$26&eIJK};z
z7mfslB!-C)j6M~Ptmk)=<7g3fJ+gtEsyP3rWR2g_<+@@A)K;Ynx|RBw(+lM@%4w4%
z&cFpy6zv*I*@Z_UgrnrNLsi%)Gl#{LDElXI!4ra!tlow_;jcbrBv&U5Z|-`*d7%4v
zB(B&>p_AB(3-5TFuA@{1`aKcakcA60mf5hP$w~bG-nOD!gv_$iuEmAQCWpTb^=D28
zmSTG(JvD6}(=*E*u9IqL3t&cohI-?YGq795H0f*9hYlD+J_Yx@_o@cCp|rX|&)h^@
zVJ`(jo9R~d{#^Va^-*g1_mpGQvi66|ytu=gCupT;rFCU+<q#7uv)2iOVyduoeUr2~
z=0w-d25HNLL~p5Q5C}j71S+Cfi6NIesBic^+NJCx?K3i;daixKorhmL%U49d$*##U
zn0*?=a}qS^V}+`%ik5n>Wz@W5n{BNxH#$C~KvCE>1EpvtDSDH3hCJzfRgsRdJmX@8
z2V!H0*p;6`K&eb5X=OGf-UBI07!jFksbX!PY)|2KLD}nLha>s8jbw=UFrhYreL%s<
z*%$shH!0sk?(TL??IoS|kPX}lPIz4l`?>mj0Gi*iT&R`zuQ+&QzD(}t!(VqZZDH#b
z{da*4TW($2xpF`pnC!PO2Ky!{N$6s|k!JdciUk{^n)m!!eQ)nIRBUO)z2SPHuJsHX
zhiO%SA+Sz+{S)(p@c|I%PA+Qi%GpIh7F$7-mQK5NnUf2^^R2DT2|j9dx3<yMRgO!?
zecJTYxv?#+8ZIK5AH}o@EA~WgA=JC8I?jlD8qiC3dw_Ux=E4E4Q}wo^;2?h^anrTa
zF35)bVG<9GOpu5+;Cwso_-oIJ2QN1|H<For4^ewSo(f)?pyzC!@`r8mD<6VdIWF>e
zu%%Y03G&)Q3`+y^FF0hDpD$fHjY9#?7jyaqh}XMLIfZ(4{%mysudr1hS^e6=+^khn
zr9ahAi<+tFn!c5a>OxO%TN(nn_A@#oP8GqwW>!*l?grA*Wf7yRE;Rkv(Ku(EJeBQS
zi2;B}MX@4$yENlGT^^dntcM-y4P<t!C9ellN5ywAjGE0Cmp;#MQTP$$8ty`OL6g5?
z(+q(jjJm!qcAu#PaZhKz%A&)#GWv-j6PPSkelG}=CJf$YTxm=5R>ZB~`9XC%HLQ|2
zyPJGFUaFcQ)cbR~ckksgPA$j|&P<0+$7K=lc0YbJFPE&Qmguv0+WB_IvSA;Nj+Wu=
z7Y{ax=cJUB@I+bbtHcfrE91|<xYOY?4(}%v|FrB&yd`6X3Y(IVKQ@`A8Q(itSSYj^
z@EWT7$3v2FV>%?s=wpW)8y6R$d|bTSm^RgD+NP;pOto*eIsu2((`FyNvEsWQfOA@R
z`^Vk8*2I&FeEdsi9^D7xLL)d=X=1_P-QakqthY#zjNRQa{tv|N4zafoBR;c`@&JeA
zxini!bZQoDo^-hW9Ms3<m+}|$fHmsl@du3ian^T!ZnCQIJrpV76wurB>HLH8gJ?#c
zJ_sjg$-!LfC@!cIxswWAOMH8lFlW<_A)CAswPqz&^?`LgX%s62G=1<;N-7M3kd1R_
zoZ@QJ!4C0c$kjq;X)jJ)$WeW`;$jN%QV5|BXcNVCQey&>MB4j$H4>@hjEr|M8KdOU
zITq_u#TFvo0it%PvfxZ76+M*};)@lG4kGItK79!8R+V`1x;9vgp_+fCZt6$yH+rXm
zfvA*zUA0h>MgL>MpR<@ER?{uE+ytb@%(O{hb;2R0(rU^#7fGBYv04oWIj&0ms%6Kl
zr<z;_=+Jmwm;@{<7P6c=?O%FUSe|$KIi4>`fXuC;U5x}%8CcKSF{>nZ>sCbl&&8^`
zfYhH|AGmcME;uraoL_;IDJV@guWyT!WybJv0_<JOSel<lghw{dJ(G5F2NqH_hT&|7
zI@-d|hHHEv@>J<?+Rt`5tATCOTrHOyZSOr^oJYw4>=!lU+qmw`pF_CoC$;N|nQX^L
zN5}Iqnd0Iou^R!PMNh9TT&azjiIQHHMlLRQ0%cgavg8QSQ|l;2*zr`q@vEf|Q4p4)
zmd(vZBC<7Eo1R;<g=kP7OsGaP1<_3~?}~@g5+G5$Mf$H~<Bi4<3>PaFVjlEb-1^=F
zQ;#}l-h-5zYMWE)i}QF_b2n1Fi6qJA-}u}J7N5~2Mk)QMGPESJC9<Vxi|C49T&$=7
z3;+l|N213HRJR<Fbo-2!L{kyDlY}qQNG>i<Ael6>Ih1*nFmgWT+ns@BvaRf$RVa?z
zpl35fPgf^4_I3v8@dk3UvQ>!$?LSF_A5l^lqX#-qX&D$H+p6PRdbF*#31>LVGo1uP
zj@chZQa*bwR9xb^i^Yh2EJ)iPFf=Aeey9lc?aj@yU2Hxu9a<7W28#C{E>^YJ%FeSF
zkv)BtwR+AwhotsfqRRgEZ4|2qI8Cn4p<vwN=kK!E?|El<U1Rt(fRH~5BW=@~6-6dA
z3!h!no81*;_(6@g6@3<#5tC65L!K2+)hTChOa;qZxbaA=GyGkm@whBS4K7nWKEuZv
zdURF!DNP+Im5r7Am^phQVkGSZ(A#U)&8=XPL9Bkk8UeF2jYGCkw7g#C3q{GbY2+R*
zbRsa|iq^cF+Pn(Ja4C0WRiU#^l__QvcqNAvb`N7^!<s4P;d*0LP8RU1y>c`K;}422
ziLglxlIE0THXi3ErOxYVc(Y>`VjK04V1wH=71J!LJ&`hK)TY(rGZ#ZKeWgsHW*0Md
z+vzT6K6V6$+QBW9f_{yRYbcu-yr`xEsAAhG4adJqAz}JJ`;7ad`Zxm~Avpt(!~Y%i
z%0aryT@|_>VR#e$VVCEy+6tkyWJgVz)W{+Kf@4J@(Pz+PG#?&va$Sw?c2H6z6VEpL
zXyT_!X14kgkrF@a!uY$Vi88uU$BM4*I@3>FS){Sr7+;*DKXqu;9FoDGS0bX3v=Fk$
zwZ@2ro>C;}dl0Aa1wL9H=Nj$89%^X;)sn2F(Wv!~W0jRmBFB3U`5+a)*a)~%GLb`f
zcWziGoaHf|lfJn%{&R7xv*g*CSG-0GxfZ=hyzs~YzjDM`H*O?gR)53^RRzgnj0o0X
zqW?V~W-k##j{x5m;|XDZ@CXZ>E(BfSk6l<N<(sW)b;q5qYWm1c+NC#D(lQ5JGaP_f
z33mG4eg5Ps;D_9t7J{5HZ`3AH`3anyM>zwBuR0dyNpu}Ow9h$`Np#==<vN(G=3b80
z+^nWubv_oJ-${p^GE}kpGSPNRN2Ilmf84Lue(tb(?(<~(g!QiYuKN^rQMrj9daecE
z(h_tN4~@u;#D`(lzq^(AaxSJ)8QI2%j`c)6E(Qpp2~=%ul<8R>*cc^A8<9ezs(>sL
zY~##~6eAQqu7P}s3Sgfi7%|3PA$EN(7Y!bUAGCQ~0#S%VH7dIy+exs{YPYVmfuL7?
zBv?~YzA9z9GfT)D55Aj|f@T`}<27cT6O++a8!Y{~nbG=`ThZcz&59k-aI=;?Z!2c<
zDzn~rHPm?phF-BXLdaQ86@z>*m=Fnyr`0TDzY9Q>kHQAk=Y9D)i=)8IQo!7GwhW3~
z;`>)#uw~fs7h`&aI|rh-DJl}lJ=DurkU)7x?wj5!uC*9`nYM46&lZm_I(dJa>TnVb
ztv!RAdzoNKdvhrqFv4YMD$zxS)>K?YUOCbhPMU7}P+P*eR>?v#L&JXTHa}^@oNgb|
zb`aVj89_i;??k!U<wUx=5d8k6rBtpplQ)73gGOKDSys&n1?nqOA185B2+1L!K2N9e
zosYF$t}q)=<a$M^Dn*^ap|;#G<CLgcOp)QN9qMdrX<W&U^w3_V*GrY*793Q?D!iai
z25wo=>UwN`{46KVa}<eG(Y3(<=vdcIsbA~pH|vkp<1F7j(ftIsrc%4A<G%W8A8mS!
z@fFvUHo5-V!r>zAlvG#OMyWS8D?L|1mW8m-&vSi$J?q}iX}ec03y5_1Bp71v<ni90
zDK5vD^7GyQ^vadPKTUge1&oen`gmQkql|-_SwQi@AjWsY=n12~i5zGQz!U#w|GS|?
zH~WO(3z|E5RI~8mrEYa`U9PS~7(_LLX$*`%1Md{sD~=<$nUfI}GsN2#CAE+LPF$&6
zSoFjT^g6b#ILO0hHkJ#GZ=o0b%(q_%%xd3DjvD1ac&3tNd5m@ZCy_Jc=TvS&qCu}3
zpA1=Dq3&zEKP5e<+K8}P6sUd`)3}dK#({XX|MndkK<a#WdkXaUe3ucfv#Ky}fDneO
zIK|LscB%X<@9l9^vK)4<6-x3C=MdFtxz(S%t};B{WlpT91oMH~BCdnGf0JClNV){-
zJv&@CH_;}=Bxfx4?*UHfDTWFo7<Q}Kmv1%<f@*(-h*)}F{84`QOt=ZAAIQYVGK!@X
z@@BvsmGgGN9PuKF5Y+B&y;S!?9l`wz%7ITM2v4}GBO5!KHi{K?G}KNrP;uTRo$$S(
zd9g)K{7Obh4E|VOgq@Ry_aHS@@G3#vq*r;M+1Y_!b?OrGuG6?;*3*fJF0eYL{?O8!
zjzEu^En;Q=HSdKpR~Mn$AJYV%U26J~HH2ds{dg_MyAs3HpR)yo4uTk&Kdg(Ed1c>T
z*HGTfwyC9f&UVhJp^hbSfp76Kkf1b?TarMqHNN5xC&L3KD)1)2LKoo`93?h@uOOKx
zH@w?I33Tk-hSKKDRe0jm2G-#v<tEk=EN@|wEsn8B+16->oV({TQ1EHURN)%%b`KW<
z@PqEYF$S#Em?w4l%cUH;iWe4+bvu589n=6y+AiT+R-?~&l2amAzY6F<fV}-WdTF-s
z3orrW3MFL(ir>-I;@?5O(GhjwK0)vG#R;h|H8<Vp%{uD?>qS_nx|iGMr0IWh6LJ|{
zFu!^i4Bui7QI?KvI-j__bS3{CbSjlU*qpA`cT>LOEN51;Z{plON%`J)XnbMl1wGpg
z=Bi#j;5}W#setKKQB`^JiG-!!*vRIaH9dJHOpA`6u>h_YuA{qWZz={(zn8W5^S<TR
zZ-)|P>x#`Yb7ZCb*1j4)E#Ifx%BW9;0Fv&`zLV}6Fd8R4-1rX5!)gh~jwk_zSBc4v
za6OPRFWodfkyzb$Nk9-3gMaE_|MA`FC#QkF3j+NTL@ON{HdFw$68vEh;e`iydKUwa
zFNw_rKW8{f?=FRAD!qKu*`Pcad^RFH1U(vnu0VqK5MqK@)<W5UYxgi<0v8xiuYfZd
zz}i6U6TV;5d4Jn~=YVd5P46t1^vr*!QuBja)RW;8M$zu`wSPP|v3^_-O~0gp@5p~X
zihqi}f%TyH1802iY<{1#jqlv84a*%^qSX>uE_~-P9t)CKE<nB@v(~$It?VFU7Nhrw
zeR!fGtO+&-KX#DbK-#hXgWFvSU)S4k-E9VCcbdfP`a-nR{&tIL^}W<TX%VDcDrL5T
z)W8B;n1%TZb}b(-mJLC4mTBETvHmyR7byIKJpew}trmJEpyobt2uLAjDhT-PvI*@d
zvqv1;TvMAYM)58NI>7n0`Kcj}t<WFP2<AQui8;_+me`?$;4k?AG_!Y4=Z^2T>EZoN
zia1;Y@^vBQ-38L(yK!-1J0rY1U9bi2{I5IX#*tG?%PR~^(+kH3h2!><!-ZGkgWLk*
zo0%26va_HUE>0P|g>R05SGK}MPF9}Z<A|GH=0y40f9_+zUC2!-8+iM@!EIZ+v(c&M
zi0ulQu%noP{tE*Ksoekn#&|I^{BMHQ|0~8zQCdkwN|svO(8<u&-p+(p$lk_;Ud-Ok
z<-b^7|CxoAfq{^XiS_@W2DAL2fd8B1#q@*j5;k;@Fts$daQTni|0a3;KLLZ;e`Nk|
zir0T^{!e5u`;S$n|Nr1F_8)N9e^mcJfV<dP+5Z=}i<y<3{r|vrU24L)pe_Ttt|u>Y
z<7cEGH7x?t7YSDdwV(v+2IObX%uRcR5Fz(<<EwNp>E=L$tS^a)sDdK<>of_GemBWS
zILl-==GobZ1u8_W#AaZ!+wG?%vDjkU%r`cs?WB?QlEuWlO-@Lme^toK$xTTj+&^@B
zZFfFzx@~8(GhbJQBPoJECJMw<WR4vr`c8JlTKSZcU^1`8nuo8<DYyxJ?a$kSB4&{z
zpR*6Hadpiq=?R!*1U;FrH$T}iT{u%KR$0gW>NnqRJzf`S0I}F!g%><x$qX6!NgZ)s
z;zi(vepZU9JXK}q8I*qmzho^VZ6Gn{BKZNoUkg&$!?=q4(dT^8Y^)Kmj|B{&gySqP
z=v%&NsQ-4oUEs$h8=D}i=a4P>oo1$(H!2j;Cq(rd`+bzdPGfkB&2%;t2PWc|g^cM#
zuQi@SSZ}P)z#~!TmYZxn_g#Wm)>rx$ZWG)KY=biGc(K<hGHU~;ON^coy^wDX`h4nX
zRN5_cityx&xFs`QVabW*8+f)ch_e!!2c-z(S#j7XL=^f7>m|e6w%l|bm1_c~54c`v
z`T(&Ifv0!ERNgcEfjK8wDV(u4nvcpG&dRi@-V@0aGoLO65`Gc1maK2|hH!2PeeczH
z+qL2w*eAj?GLB5UjQEHk7)zKG(z#SLicm0=r@!lb(1Yw7`5S3N9m|mkm<>exgl~Vt
zt6G<ODboC4E+L&9^jk_IPQeRfJ4s`VuK<7HcOmryn{J6dvr+m58(9N!bM#`}`>LdC
zXy?e(oq7mJo|L=HOV<hNany69pS@KeKb9$<YGT;Zj8<DF+l<&+FqWO*N8A}Rhm`zG
z;={5_mKfr86b1ck+$mG1V0Ym;rmTTk%9K-jA9|fta{`z~d{dn(x~Xnu7;oeq>l0|s
zl=(ezS0MYX8UB&>i(FS2!EW5G@dxZTl3((-3I#?AB+;&Xu(c8Ip3$3*IpID`{JhkG
z6;ytu;MaAr*8|11@KIZQD;|Z<$Tr=Yu-7ROmq?i67wjSAo*(QX2izRuPZs<E#0TTh
z^iBK?qb<DY-uVsfGh@pTJtf4Owf4}4bc||g<Rfhm9o_iT27!B|t0%{xWR=r3d2`2X
z!W2q>EcKS^>d2O-_x&a4gTXJDe^fr-J2Cf|fB&17!7wtOb^_I8*R_|F1twGREm*hj
zzK?Skup26ouUU!lKG2OA7ezjpI^evAb{jfsSk6q#Ud2?!Mk@O*>u2gYlx3J>Nyo%*
z^p)}2@hUrRn<6w0QW2QW7x3!4V}#Bq(H=~0iNa04^e59Vx2yjP?vc_}ilR6AJKO3f
zRl`NgNP2p{R$lBknCOr#w^Qa0%*I@rycXQ)pehG9@(nyzLaa9CbSh};N)z)1Q&9zF
z`b&OYuQIwM!P$vkOGVT1n1D7-pRcBJK~;(8S=ntvPlZFA(qU}wLX#QqmHEzYJUfS(
zmU}#hla<6rDr3@$F;gUfnd+9}5m=KJy3{CPZf0k0O$sq^=eM9hGEsT=s#r2;Te^2c
z5l%|xmiZ|g%_d691RZ@*Q8n^v!N{33Ad+W-t@1X2U!&y3^bsywzv$j5VQWO7|5OBF
zHE~&wyn=?%YvJwcsgPU&!Y@d9&MJ9LBBLT0e7@K}8$_;3-6*Ki7i%6%?^=^*WHck7
zbOB8&TU@t#!IG#{D32Ud4QKg<2LN9(e@&&RX)9r=Dp{t;90forUkp>6Y$_Ke5R0{%
z&-=VH7`3?Tsm;~`9XvH8#kF}V6Pl@sNl>laDq1LWyZngbQ6FV^9|!O)s&P+PWZMU;
zML#0YUDs6HTNjuvzu{-tTp|9+=_svaO&kp~c|5`1HmOps`1IufB)c!aWrb_q;>I^w
zRz99G`zxoYhZ3@;v&kCwAq^Htf@GR57B5g-j!pt^RDKjnS$ky*zfy0I7-Lw3h|5*q
zQ_3}s<-G&}m?4}gTAQB-oLV|Q%wj4`W^znTJRPjeA|<EOCPc_wxJojuar5!zS?7tB
zQj8-?og~D5^NAjYBx|9S6`GVHoBjKM#fl;J3n=udb0v`paTS%*Bcb_q7(>l29Y`6`
zI^!F|qNYuUA`SoMs7Fhuc09GH7FmSef}TJ-zYe2Ix>>Fsv1+;)m84jJko^%g9`975
z+&=yuwz&`)y4F2p-e_tCfK6zxT&cP9FUG=Kmg&}>e~7atYlA?gIZiCJwJ)w%%8%%l
z@w#G>e>X}#^o`~+I=OvuKM<T%NwaxC1513z6Ad^3=C_mO#UC`O*Go803@~wUuk2P$
zxRi35IhP&c3Am+%i_6}+Ryap^QT6(pO;mFRLPE4fHrQ?!B>(gqbU$vOQ7d<6hccG?
z*LSdLkzJmsRoBav=!FlseOCLeai)Bn&mE~1@)yOHoAm7>%Px#@36r<BgnL$ZjBb!w
zu3VhV!@Krna=A0e;om_eJ*S&&Hh1QiW#x_#u2bE~C=1~hUK{I3bC%3+o<Zjfs=^ZY
zfGfm1<qpU$vcb$=d%0V5PgM>b4BIHOd~Om$PF$H^hYIGEKltXQoOpGB-MP%e5b<5x
zmWH{uI>XYIHgSzi@Zp_k)R=B5ddk?McFR~BK<6rQfJApQ!Qs>k?;6?_jGL<^ByMz;
zL$5BP+JIvY>0*u8&F;<On)h;6p?w4CB3YZnVGTWooLD!Uu1ywRv<+EsW^%nf|JH#e
zDcsdADz#civ9sRM<Mzd%I%BG8SN;bo7bXQ*QEdW-G9VYFh{jV&3$%df4RMGwUWm#L
zGh2i&lc^wF2mehNmlqbTTQ>yg%ZKSSsy#149#QWTyH}TsQWzUe-a|KHr!e+wKoiY5
z;I3{V{);qY$D1*SfOkt5T@bUFXWjQgHGY%-xSTI{(#Al;?b1#g4=~DoULV*3l|=Qh
zfT-~}2eV!DvPx(^Eg*YvkJ%92)gRXu*{%XpzMO2-%{9km%V4Kn*ZS=^VNY5mK&Pfe
z;_5X>khZGjlXN+fME32jjo})dT?_j?b@}DD4a_tZP2dw_U`+{kDAVn1Vv}@?usU~z
z3l24z6#5#S7f+)qf1J*PmqVJRKj%38J103`S($}I)YeX0U!x7N9eW=`u3_9IS(k5+
z(k#x=6J3_O#{)Y!`_BRqK)PSX)f{@xvrH3O@_k?;cH&A#mQ8m=CwDaqYixu3itW1j
z=K3;?PPKHpUa7<HQfpFbQ#r$2+V<RBnmgl|M5(vRWt&KqhtI`3Tpg|o-wF%a)jo?_
zb#7!8i7ti#8w+nYeKFTeT>|_F*zPaV2?RJ$)D|>Qo#b3WPiZyjf~$YQGwDOuuXpJc
zLY=@bWIloYxdO_v@C3S3r9yvQK1LknQdeTIf*#GCzyu<fA{8eS1N@z(qL>X4s^u=5
znmqh@PHuKMM(txume`=fs8X#xOeh6l;AbTf@dP6Qeg+_1u!$3@xvQj23J3ImJ%dCI
zF*%28%PP)JXdsi8z{^8>@rG^wI2OM^dVv0d6bNM46-jccI_575zz{kZ8I#WyLAP>6
z#TY6XFMxQ%xMR7)xual$R@zKlo=wG59d+*c7TqTIP#f)oUc7b@Jl%GA-4}Ujqe~=T
z2?q#+hE3rkPvc{A4~&=JuWC2qU;@R05c9@*qPn9X?tIZslthj;Vp{<Jsw}U6gei=i
zMyR_|5Ya+VVF}fPzpYnLJ<%rG{Yo*iB$=si(%@=f)GzOt<FO%SH#4}#I@$f?HTQa9
zn8sRT$EdK)cvpUxD#|$mQ-Y|iStV7Kn5?XPwP2=aPSxaCT;A^;o2qZaalkyqvPwgk
zvyGPva=|o-5@f?MNfZ<Uw`2|PCuD|o%4~;wDCq&)Vclu(*#@Qu+6L}|vuKtF)rW`$
z(FgfL<$&aYy#Q+q_=O13=8uU8#`1msSclILx?vfw7j(fO(MRYQGysdtD$y=T3=W0)
zdzp|EJl!nbCddTKB(fdk0rrN+0R;1x$_~d3>J8=%m;u5J#KtxQe}9T0j(aTY4iugN
zz_W9qbA{=Kb6jA6X~qf*QUm;|0d~VU-I%s^Y-x2VeaYK8hjlr_c(Qq|O1bKEiKSxE
zsyR~4j+B}akg;>PRg7K3g-vW<QQ5Uv2;0!eildUK)W2Xu@3FjCnmnji8P{YbTBqK`
zYWD!g^u)<uNad%&pS&AtncoS2DZm!UzSP$Vfro9o?lp5=vayGt=YfKI&-N4>KhQ@`
zGZ&PyXJn6(0jlLJV0~1VC&qOKcZD#Kk8pdxHOQyNZFm^LwrC)+{Wsa_qiGVHx3{E_
z=)u4Lv}UwvIOX(SV{c;pkRv8_kTD~WM1pIo5zD{WNwvM4HCdv~s@!!$w(QQ8){#rD
z!I&}`Z;z(%&mK(<1-=Wr7swgkv@al6$$TJjg%2O=K}$Q8bT5KKE6HG;vij7;=Y#J<
z&@ETb8XXqZ&wq*bE2rR}YXX(~nktsV^)Mw;i2=+@ph~+ynepIy3pw%%gUrG3%b*fJ
zO<H43S%}Vb{77R^U`Smeti9kZ=jV!n5N)k_#F(8<qkdsI)xzQZSVNX($P`V9#Pvwu
z3AY`}XQ+uI>XWm5vi6}`tEyeHyh3A3?d`cttYfj^tN-i1Jo|$mf&bSHeFF4@*0=0M
zdFAK#Wa;dX`0@*DG~CX;>1Qzhwz*q!_0~ss_d<=;k>t+4Q<vrZU(XL0>7zO80|s1P
z*2hyf*0+h>^E{m6E!K5!^h>|$W=H;Sm?JktqyIaEW@Y~0vE+Y+(6Xj3h9-tChS2oN
z03#O<2UB_tS(*Q)KQl73u>7wml84{j!O+;+)P>N<)ZEgJm;AcDo1D<ngqK{MRhB{4
zLD<y7Qo_^8RM}Hb#n{u@nA3!upAVXc-_XR~$duOI(1F&>(#FNq$(hj9*_fADSV=~V
z_&);fT<*3Gwm)tVy4%{=Idi%5lK+<q*U$5RUel8k{+Ec0H7~h_tOB8ny}gaKr3)bw
z9VZ<lEh94xq1jKEZ|Y|6WKGCO$434$rIU#nmy(Fs|D5n=#7l1B;^M$XPw(dDM(4&%
zXYXWA&&bKiNzcGU&%{LgBSGuzVdrA#PHX2(@?-D69I@2+Uut&FbpPcOow2<wy`=^{
zBOL?%e;X3{S&oyXgNvoT9pQfr8yeXITzJU=080}tBSS+@R#r21T9g0W7=L&Lv<yEN
zEeng`|7hiEdea7i=-t0!FA=G#)Vs6a7O_N3h$6LWl;&3T;DTw93`WK%X@7mkHVH5r
zrLBZdtKrSg?0Yi<S`eVVo7@|1pTn&W(maZXFJM54Jm4z1tE<^|TGW?=o4b$f=4Z8O
z`uNO$;ARl-j(@7GP@C6TKtXpj3=xxjs%DG%uW{ZKDR3b#xVqr_L5Ku&qU?Jv63&M)
zL8AERn$-om{fp}X^1!vKAFw1+{H6S=dR&dx>vA#8TRHl8ozo68j9Y~cxH&ajIsTjA
z+k7pTZ9%uVWL!<R%VO2sj{m1zPOb24`jYT^TbEsL%%*Ws7Hw`D6j@-#vuQG~>Sd0V
zo$ncru_6cQ5MOK-O<AN}=Z(syUzCfslaexD{kR-FUCfGkzAc*pD%GK9y&B~r?H8S2
zyx;2;tvVBSHp&*i%#Ac+Cwfk|(SBGKE1Zyz?I^_6romcYwyX9&5B9V8xvS4#YwCA+
z8`<^<mUP=C=i{VpF|N240(9411I`Bs!!CRik*2%QPjxYm@ETM_?L6uqX0(=?%~@{)
zDLmdhwhvqFY|e9uSs&RD2a4K2bBaSJp$U!~*WPZD{lHLPkP`5n>lkM=;8pIi%`2e3
z+6X~?kvtXTY`ySgKZz6vIHx_uDKBhr4y2Rj0#+G8Vu0m=uLch^hUC&x8#oD+Q!sd8
zO=B2LCbYT0hRHaBLyZhQo6unl$syq0Ny`KNjCE8GFfPytZ7RTl7l!1AxhQG_P%hxv
zNl*1al&9wf<5l2mybWv?3!3C2xeYi~PPrhiH=JszrEs*KwUL(chsV$~E?5Za1+3wL
zzMgv;1MqVYjiCXPCTDXN8)<KA>U>cabu=8Z_{-vVfwP3g_f^#}1hIP-->&8r!-KQ?
zD83!DuS0HCmf6YJW%_EQ?07P{$|lNWCWFc7+GOe95#J*G24&Oab<+(n=Y`hM+1d5y
GN%RL(5Hvji

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-reg.xml
new file mode 100644
index 00000000..a667b844
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-reg.xml
@@ -0,0 +1,200 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-014-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='12'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='258' subinstr-id='4'/>
+         <instruction instr-id='258' subinstr-id='6'/>
+         <instruction instr-id='258' subinstr-id='8'/>
+         <instruction instr-id='258' subinstr-id='10'/>
+         <instruction instr-id='258' subinstr-id='12'/>
+         <instruction instr-id='258' subinstr-id='14'/>
+         <instruction instr-id='258' subinstr-id='16'/>
+         <instruction instr-id='258' subinstr-id='18'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='287' subinstr-id='8'/>
+         <instruction instr-id='287' subinstr-id='10'/>
+         <instruction instr-id='287' subinstr-id='12'/>
+         <instruction instr-id='287' subinstr-id='14'/>
+         <instruction instr-id='287' subinstr-id='16'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='304'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='338' subinstr-id='2'/>
+         <instruction instr-id='338' subinstr-id='4'/>
+         <instruction instr-id='338' subinstr-id='6'/>
+         <instruction instr-id='338' subinstr-id='8'/>
+         <instruction instr-id='338' subinstr-id='10'/>
+         <instruction instr-id='338' subinstr-id='12'/>
+         <instruction instr-id='342'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='372' subinstr-id='4'/>
+         <instruction instr-id='372' subinstr-id='6'/>
+         <instruction instr-id='372' subinstr-id='8'/>
+         <instruction instr-id='372' subinstr-id='10'/>
+         <instruction instr-id='372' subinstr-id='12'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='374' subinstr-id='4'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='404' subinstr-id='2'/>
+         <instruction instr-id='404' subinstr-id='4'/>
+         <instruction instr-id='404' subinstr-id='6'/>
+         <instruction instr-id='406'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='438'/>
+         <instruction instr-id='438' subinstr-id='4'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='468' subinstr-id='6'/>
+         <instruction instr-id='468' subinstr-id='8'/>
+         <instruction instr-id='472'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='477' subinstr-id='2'/>
+         <instruction instr-id='479'/>
+         <bounding-box x1='74' y1='313' x2='533' y2='452'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='287' subinstr-id='8'/>
+         <instruction instr-id='287' subinstr-id='10'/>
+         <instruction instr-id='287' subinstr-id='12'/>
+         <instruction instr-id='287' subinstr-id='14'/>
+         <instruction instr-id='287' subinstr-id='16'/>
+         <instruction instr-id='287' subinstr-id='18'/>
+         <instruction instr-id='287' subinstr-id='20'/>
+         <instruction instr-id='287' subinstr-id='22'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='297' subinstr-id='2'/>
+         <instruction instr-id='297' subinstr-id='4'/>
+         <instruction instr-id='297' subinstr-id='6'/>
+         <instruction instr-id='297' subinstr-id='8'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='306'/>
+         <instruction instr-id='310'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='319'/>
+         <instruction instr-id='319' subinstr-id='2'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='322' subinstr-id='8'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='331'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='365'/>
+         <instruction instr-id='365' subinstr-id='2'/>
+         <instruction instr-id='365' subinstr-id='4'/>
+         <instruction instr-id='365' subinstr-id='6'/>
+         <instruction instr-id='365' subinstr-id='8'/>
+         <instruction instr-id='365' subinstr-id='10'/>
+         <instruction instr-id='365' subinstr-id='12'/>
+         <instruction instr-id='365' subinstr-id='14'/>
+         <instruction instr-id='365' subinstr-id='16'/>
+         <instruction instr-id='365' subinstr-id='18'/>
+         <instruction instr-id='365' subinstr-id='20'/>
+         <instruction instr-id='365' subinstr-id='22'/>
+         <instruction instr-id='365' subinstr-id='24'/>
+         <instruction instr-id='365' subinstr-id='26'/>
+         <instruction instr-id='365' subinstr-id='28'/>
+         <instruction instr-id='365' subinstr-id='30'/>
+         <instruction instr-id='365' subinstr-id='32'/>
+         <instruction instr-id='365' subinstr-id='34'/>
+         <instruction instr-id='365' subinstr-id='36'/>
+         <instruction instr-id='365' subinstr-id='38'/>
+         <instruction instr-id='365' subinstr-id='42'/>
+         <instruction instr-id='365' subinstr-id='46'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='395' subinstr-id='2'/>
+         <instruction instr-id='395' subinstr-id='4'/>
+         <instruction instr-id='395' subinstr-id='6'/>
+         <instruction instr-id='395' subinstr-id='8'/>
+         <instruction instr-id='395' subinstr-id='10'/>
+         <instruction instr-id='395' subinstr-id='12'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='399' subinstr-id='2'/>
+         <instruction instr-id='399' subinstr-id='4'/>
+         <instruction instr-id='399' subinstr-id='6'/>
+         <instruction instr-id='399' subinstr-id='8'/>
+         <instruction instr-id='399' subinstr-id='10'/>
+         <instruction instr-id='399' subinstr-id='14'/>
+         <instruction instr-id='429'/>
+         <instruction instr-id='429' subinstr-id='2'/>
+         <instruction instr-id='429' subinstr-id='4'/>
+         <instruction instr-id='429' subinstr-id='6'/>
+         <instruction instr-id='429' subinstr-id='8'/>
+         <instruction instr-id='429' subinstr-id='10'/>
+         <instruction instr-id='429' subinstr-id='12'/>
+         <instruction instr-id='429' subinstr-id='14'/>
+         <instruction instr-id='429' subinstr-id='16'/>
+         <instruction instr-id='429' subinstr-id='18'/>
+         <instruction instr-id='429' subinstr-id='20'/>
+         <instruction instr-id='429' subinstr-id='22'/>
+         <instruction instr-id='429' subinstr-id='24'/>
+         <instruction instr-id='429' subinstr-id='26'/>
+         <instruction instr-id='431'/>
+         <instruction instr-id='431' subinstr-id='4'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='461' subinstr-id='2'/>
+         <instruction instr-id='461' subinstr-id='4'/>
+         <instruction instr-id='461' subinstr-id='8'/>
+         <instruction instr-id='461' subinstr-id='10'/>
+         <instruction instr-id='461' subinstr-id='12'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='465' subinstr-id='6'/>
+         <instruction instr-id='465' subinstr-id='10'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='495' subinstr-id='2'/>
+         <instruction instr-id='495' subinstr-id='4'/>
+         <instruction instr-id='495' subinstr-id='6'/>
+         <instruction instr-id='495' subinstr-id='8'/>
+         <instruction instr-id='495' subinstr-id='10'/>
+         <instruction instr-id='495' subinstr-id='12'/>
+         <instruction instr-id='495' subinstr-id='14'/>
+         <instruction instr-id='499'/>
+         <instruction instr-id='499' subinstr-id='2'/>
+         <instruction instr-id='499' subinstr-id='4'/>
+         <instruction instr-id='499' subinstr-id='6'/>
+         <instruction instr-id='499' subinstr-id='8'/>
+         <instruction instr-id='499' subinstr-id='10'/>
+         <instruction instr-id='499' subinstr-id='12'/>
+         <instruction instr-id='499' subinstr-id='16'/>
+         <instruction instr-id='499' subinstr-id='20'/>
+         <bounding-box x1='72' y1='281' x2='536' y2='441'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-str.xml
new file mode 100644
index 00000000..b64c9130
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014-str.xml
@@ -0,0 +1,354 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-014-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='74' y1='423' x2='288' y2='442'/>
+            <content>Designation Under State or District Accountability
+Initiative</content>
+            <instruction instr-id='248' subinstr-id='0'/>
+            <instruction instr-id='248' subinstr-id='2'/>
+            <instruction instr-id='248' subinstr-id='4'/>
+            <instruction instr-id='248' subinstr-id='6'/>
+            <instruction instr-id='248' subinstr-id='8'/>
+            <instruction instr-id='248' subinstr-id='10'/>
+            <instruction instr-id='248' subinstr-id='12'/>
+            <instruction instr-id='254' subinstr-id='0'/>
+            <instruction instr-id='254' subinstr-id='2'/>
+            <instruction instr-id='254' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='74' y1='403' x2='137' y2='412'/>
+            <content>Low-performing</content>
+            <instruction instr-id='338' subinstr-id='0'/>
+            <instruction instr-id='338' subinstr-id='2'/>
+            <instruction instr-id='338' subinstr-id='4'/>
+            <instruction instr-id='338' subinstr-id='6'/>
+            <instruction instr-id='338' subinstr-id='8'/>
+            <instruction instr-id='338' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='74' y1='380' x2='165' y2='389'/>
+            <content>No special designation</content>
+            <instruction instr-id='372' subinstr-id='0'/>
+            <instruction instr-id='372' subinstr-id='2'/>
+            <instruction instr-id='372' subinstr-id='4'/>
+            <instruction instr-id='372' subinstr-id='6'/>
+            <instruction instr-id='372' subinstr-id='8'/>
+            <instruction instr-id='372' subinstr-id='10'/>
+            <instruction instr-id='372' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='74' y1='358' x2='139' y2='367'/>
+            <content>High-performing</content>
+            <instruction instr-id='404' subinstr-id='0'/>
+            <instruction instr-id='404' subinstr-id='2'/>
+            <instruction instr-id='404' subinstr-id='4'/>
+            <instruction instr-id='404' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='74' y1='335' x2='132' y2='344'/>
+            <content>Other/not sure</content>
+            <instruction instr-id='436' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='74' y1='313' x2='215' y2='322'/>
+            <content>No other system (other than NCLB)</content>
+            <instruction instr-id='468' subinstr-id='0'/>
+            <instruction instr-id='468' subinstr-id='2'/>
+            <instruction instr-id='468' subinstr-id='4'/>
+            <instruction instr-id='468' subinstr-id='6'/>
+            <instruction instr-id='468' subinstr-id='8'/>
+            <instruction instr-id='472' subinstr-id='-1'/>
+            <instruction instr-id='477' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='333' y1='423' x2='410' y2='452'/>
+            <content>Schools Identified
+Under NCLB
+(n = 469)</content>
+            <instruction instr-id='258' subinstr-id='0'/>
+            <instruction instr-id='258' subinstr-id='2'/>
+            <instruction instr-id='258' subinstr-id='4'/>
+            <instruction instr-id='258' subinstr-id='6'/>
+            <instruction instr-id='258' subinstr-id='8'/>
+            <instruction instr-id='258' subinstr-id='10'/>
+            <instruction instr-id='258' subinstr-id='12'/>
+            <instruction instr-id='258' subinstr-id='14'/>
+            <instruction instr-id='258' subinstr-id='16'/>
+            <instruction instr-id='258' subinstr-id='18'/>
+            <instruction instr-id='262' subinstr-id='0'/>
+            <instruction instr-id='262' subinstr-id='2'/>
+            <instruction instr-id='266' subinstr-id='0'/>
+            <instruction instr-id='270' subinstr-id='-1'/>
+            <instruction instr-id='275' subinstr-id='0'/>
+            <instruction instr-id='278' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='438' y1='423' x2='533' y2='452'/>
+            <content>Schools Not Identified
+Under NCLB
+(n = 918)</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+            <instruction instr-id='287' subinstr-id='2'/>
+            <instruction instr-id='287' subinstr-id='4'/>
+            <instruction instr-id='287' subinstr-id='6'/>
+            <instruction instr-id='287' subinstr-id='8'/>
+            <instruction instr-id='287' subinstr-id='10'/>
+            <instruction instr-id='287' subinstr-id='12'/>
+            <instruction instr-id='287' subinstr-id='14'/>
+            <instruction instr-id='287' subinstr-id='16'/>
+            <instruction instr-id='291' subinstr-id='0'/>
+            <instruction instr-id='291' subinstr-id='2'/>
+            <instruction instr-id='295' subinstr-id='0'/>
+            <instruction instr-id='299' subinstr-id='-1'/>
+            <instruction instr-id='304' subinstr-id='0'/>
+            <instruction instr-id='308' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='362' y1='403' x2='380' y2='412'/>
+            <content>34%</content>
+            <instruction instr-id='338' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='481' y1='403' x2='494' y2='412'/>
+            <content>3%</content>
+            <instruction instr-id='342' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='362' y1='380' x2='380' y2='389'/>
+            <content>11%</content>
+            <instruction instr-id='374' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='477' y1='380' x2='495' y2='389'/>
+            <content>33%</content>
+            <instruction instr-id='374' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='365' y1='358' x2='378' y2='367'/>
+            <content>2%</content>
+            <instruction instr-id='404' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='477' y1='358' x2='495' y2='367'/>
+            <content>18%</content>
+            <instruction instr-id='406' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='362' y1='335' x2='380' y2='344'/>
+            <content>14%</content>
+            <instruction instr-id='438' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='481' y1='335' x2='494' y2='344'/>
+            <content>9%</content>
+            <instruction instr-id='438' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='362' y1='313' x2='380' y2='322'/>
+            <content>39%</content>
+            <instruction instr-id='477' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='477' y1='313' x2='495' y2='322'/>
+            <content>37%</content>
+            <instruction instr-id='479' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='72' y1='401' x2='211' y2='410'/>
+            <content>Perceived Benefit and Drawback</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+            <instruction instr-id='287' subinstr-id='2'/>
+            <instruction instr-id='287' subinstr-id='4'/>
+            <instruction instr-id='287' subinstr-id='6'/>
+            <instruction instr-id='287' subinstr-id='8'/>
+            <instruction instr-id='287' subinstr-id='10'/>
+            <instruction instr-id='287' subinstr-id='12'/>
+            <instruction instr-id='287' subinstr-id='14'/>
+            <instruction instr-id='287' subinstr-id='16'/>
+            <instruction instr-id='287' subinstr-id='18'/>
+            <instruction instr-id='287' subinstr-id='20'/>
+            <instruction instr-id='287' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'>
+            <bounding-box x1='72' y1='381' x2='429' y2='390'/>
+            <content>Gives us a more complete picture of our effectiveness than a single accountability system</content>
+            <instruction instr-id='365' subinstr-id='0'/>
+            <instruction instr-id='365' subinstr-id='2'/>
+            <instruction instr-id='365' subinstr-id='4'/>
+            <instruction instr-id='365' subinstr-id='6'/>
+            <instruction instr-id='365' subinstr-id='8'/>
+            <instruction instr-id='365' subinstr-id='10'/>
+            <instruction instr-id='365' subinstr-id='12'/>
+            <instruction instr-id='365' subinstr-id='14'/>
+            <instruction instr-id='365' subinstr-id='16'/>
+            <instruction instr-id='365' subinstr-id='18'/>
+            <instruction instr-id='365' subinstr-id='20'/>
+            <instruction instr-id='365' subinstr-id='22'/>
+            <instruction instr-id='365' subinstr-id='24'/>
+            <instruction instr-id='365' subinstr-id='26'/>
+            <instruction instr-id='365' subinstr-id='28'/>
+            <instruction instr-id='365' subinstr-id='30'/>
+            <instruction instr-id='365' subinstr-id='32'/>
+            <instruction instr-id='365' subinstr-id='34'/>
+            <instruction instr-id='365' subinstr-id='36'/>
+            <instruction instr-id='365' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0'>
+            <bounding-box x1='72' y1='356' x2='341' y2='365'/>
+            <content>Results in staff confusion about our targets for student achievement</content>
+            <instruction instr-id='395' subinstr-id='0'/>
+            <instruction instr-id='395' subinstr-id='2'/>
+            <instruction instr-id='395' subinstr-id='4'/>
+            <instruction instr-id='395' subinstr-id='6'/>
+            <instruction instr-id='395' subinstr-id='8'/>
+            <instruction instr-id='395' subinstr-id='10'/>
+            <instruction instr-id='395' subinstr-id='12'/>
+            <instruction instr-id='399' subinstr-id='0'/>
+            <instruction instr-id='399' subinstr-id='2'/>
+            <instruction instr-id='399' subinstr-id='4'/>
+            <instruction instr-id='399' subinstr-id='6'/>
+            <instruction instr-id='399' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='72' y1='331' x2='258' y2='340'/>
+            <content>Reduces community support for public schools</content>
+            <instruction instr-id='429' subinstr-id='0'/>
+            <instruction instr-id='429' subinstr-id='2'/>
+            <instruction instr-id='429' subinstr-id='4'/>
+            <instruction instr-id='429' subinstr-id='6'/>
+            <instruction instr-id='429' subinstr-id='8'/>
+            <instruction instr-id='429' subinstr-id='10'/>
+            <instruction instr-id='429' subinstr-id='12'/>
+            <instruction instr-id='429' subinstr-id='14'/>
+            <instruction instr-id='429' subinstr-id='16'/>
+            <instruction instr-id='429' subinstr-id='18'/>
+            <instruction instr-id='429' subinstr-id='20'/>
+            <instruction instr-id='429' subinstr-id='22'/>
+            <instruction instr-id='429' subinstr-id='24'/>
+            <instruction instr-id='429' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='72' y1='306' x2='313' y2='315'/>
+            <content>Allows us to focus on the goals that are most important to us</content>
+            <instruction instr-id='461' subinstr-id='0'/>
+            <instruction instr-id='461' subinstr-id='2'/>
+            <instruction instr-id='461' subinstr-id='4'/>
+            <instruction instr-id='461' subinstr-id='8'/>
+            <instruction instr-id='461' subinstr-id='10'/>
+            <instruction instr-id='461' subinstr-id='12'/>
+            <instruction instr-id='465' subinstr-id='0'/>
+            <instruction instr-id='465' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0'>
+            <bounding-box x1='72' y1='281' x2='382' y2='290'/>
+            <content>Helps us make effective decisions about how to improve student achievement</content>
+            <instruction instr-id='495' subinstr-id='0'/>
+            <instruction instr-id='495' subinstr-id='2'/>
+            <instruction instr-id='495' subinstr-id='4'/>
+            <instruction instr-id='495' subinstr-id='6'/>
+            <instruction instr-id='495' subinstr-id='8'/>
+            <instruction instr-id='495' subinstr-id='10'/>
+            <instruction instr-id='495' subinstr-id='12'/>
+            <instruction instr-id='495' subinstr-id='14'/>
+            <instruction instr-id='499' subinstr-id='0'/>
+            <instruction instr-id='499' subinstr-id='2'/>
+            <instruction instr-id='499' subinstr-id='4'/>
+            <instruction instr-id='499' subinstr-id='6'/>
+            <instruction instr-id='499' subinstr-id='8'/>
+            <instruction instr-id='499' subinstr-id='10'/>
+            <instruction instr-id='499' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1'>
+            <bounding-box x1='440' y1='401' x2='484' y2='441'/>
+            <content>Percent of
+Districts
+Agreeing
+(n = 154)</content>
+            <instruction instr-id='291' subinstr-id='-1'/>
+            <instruction instr-id='295' subinstr-id='-1'/>
+            <instruction instr-id='297' subinstr-id='0'/>
+            <instruction instr-id='297' subinstr-id='2'/>
+            <instruction instr-id='297' subinstr-id='4'/>
+            <instruction instr-id='297' subinstr-id='6'/>
+            <instruction instr-id='297' subinstr-id='8'/>
+            <instruction instr-id='301' subinstr-id='-1'/>
+            <instruction instr-id='306' subinstr-id='0'/>
+            <instruction instr-id='310' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2'>
+            <bounding-box x1='492' y1='401' x2='536' y2='441'/>
+            <content>Percent of
+Schools
+Agreeing
+(n = 832)</content>
+            <instruction instr-id='315' subinstr-id='-1'/>
+            <instruction instr-id='319' subinstr-id='0'/>
+            <instruction instr-id='319' subinstr-id='2'/>
+            <instruction instr-id='322' subinstr-id='0'/>
+            <instruction instr-id='322' subinstr-id='2'/>
+            <instruction instr-id='322' subinstr-id='4'/>
+            <instruction instr-id='322' subinstr-id='6'/>
+            <instruction instr-id='322' subinstr-id='8'/>
+            <instruction instr-id='326' subinstr-id='-1'/>
+            <instruction instr-id='331' subinstr-id='0'/>
+            <instruction instr-id='335' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1'>
+            <bounding-box x1='453' y1='381' x2='471' y2='390'/>
+            <content>69%</content>
+            <instruction instr-id='365' subinstr-id='42'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2'>
+            <bounding-box x1='505' y1='381' x2='523' y2='390'/>
+            <content>65%</content>
+            <instruction instr-id='365' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1'>
+            <bounding-box x1='453' y1='356' x2='471' y2='365'/>
+            <content>46%</content>
+            <instruction instr-id='399' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2'>
+            <bounding-box x1='505' y1='356' x2='523' y2='365'/>
+            <content>37%</content>
+            <instruction instr-id='399' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1'>
+            <bounding-box x1='453' y1='331' x2='471' y2='340'/>
+            <content>23%</content>
+            <instruction instr-id='431' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2'>
+            <bounding-box x1='505' y1='331' x2='523' y2='340'/>
+            <content>24%</content>
+            <instruction instr-id='431' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1'>
+            <bounding-box x1='453' y1='306' x2='471' y2='315'/>
+            <content>56%</content>
+            <instruction instr-id='465' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2'>
+            <bounding-box x1='505' y1='306' x2='523' y2='315'/>
+            <content>52%</content>
+            <instruction instr-id='465' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1'>
+            <bounding-box x1='453' y1='281' x2='471' y2='290'/>
+            <content>71%</content>
+            <instruction instr-id='499' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2'>
+            <bounding-box x1='505' y1='281' x2='523' y2='290'/>
+            <content>60%</content>
+            <instruction instr-id='499' subinstr-id='20'/>
+         </cell>
+      </region>
+   </table>
+</document> 
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..913b9d9a5d610948ca44febc79d44e45d612a728
GIT binary patch
literal 78408
zcma&NLv$`&uxK0Gw#_fLZQHhO+qRwT*mknBW81c^`=2-NYn{e>tyQB|ry8qKHRmdF
zMNx5jCI(g*^6{&LVi-0e0Fi^SH4HB=qpX>|g{vhI`+pf_MsX`!S2JfKMsZssS2IyF
z69-c>etsAiS7$RLI~dR0Wj%ugJPzl8U4{7smZ0)Q)8=)u2P92?gF-=zT`^p+@T-XB
znGKxXt2(;cKPo%7uv_3iJ=Do^P0^;)PyY~R2Js8;Z523vmkJENt2Mt(IG&1ew|>(D
z>Kzz=-UUu>K0WRduIqO7-UQrl>uwqRdyw`8(gW%ox+^jqvmAGyLarG4yP-Icx9PgI
zroSt@CpTl{+IzqD4`L=`1oWnc!2+<%7<t%+5!D>Rjo7z0b7F2YA+Pp!j2+wiPYBtw
z{oNCs1G4w9GYA><?fG{RdUKZmYtuHrPI$H3y6*|YoK@2~U)RGJ`6XAT;;o%R1-tf(
z<2UQg_Mg|s{RWa&pGuaVFUJG~C0obJSyC6%q5O=P!*eZc`v=D4so2BJQ@su9|5PS{
zR5J3gd^*$`XF_gjpDw?Kw(-*qvC7mYy`|dq_ay)qW>^^odj9(n%tti`wG#8=^ZspH
z3N%dTAO7~FQ$z>czCZ8op^PU^TfVJoy;xTO`yZF?lwO=AIu3)Og8fOW9bJ2HIOp`m
zlje$Zj@f*H?l0~?S|+OMFBE*VvP;log_I`pQ%}bymzWuw_<!o>OLlzkBQUQ}Q>7*!
zS?fsQ+MPT&Zr5k-p$&X{x2fM!z@t7cCU@x(1J!cubX$=5#D_E&MEkzJ-c{@gWgR4F
zIQ=D!g{z4^CTfP{yTBK=<%7jL4F(<D-<>Pq1E7*^!y;(_Q;R1Il>@e8)8k@S+vwXo
zjDJ&bMl)SY-p)a7A56`eD8rmE_XyoN9HYXCW$)Nx&6^5sSUmbQjHvE@r|$zDP*Ya}
zMie$2D)fg?<g8kL+6gBN_fXi-W=A+W$q##H6+Rd&nJxJ(nQ@L=bCSV)zzQDhZuW&r
z7TmXbBwk@-Xv5ShPOljG@etpN6a3H1*KNCo_4=xPBxmb0Mgxc3NZ<x`cbE$xpRgGR
zQts9hIzp(SL2-LBr2+;w4HxNrnbs<SAU%%vG=R4v^V9H3wx61w1TkRv2DV|3G|jlu
zXHY0&9?bMBXSYERwP$lqy;v2t<MwZb*N@dD$p<8Lz~hZ0y9!75{$wtOQCj}!mBE{5
zADQpkc>w5ZmSxkSqW;ojl-{`gT%*Hb{N%9<6rCo<d@p&FxFnTay9>Xl^Hiu?UDM;>
zr-zuywJPU)z|=$PzlJ+y8qrKH?`42R#-XaU*XM2|CnZlS7!cm%7<kB|LGV~N3y~5#
zUx$god6$-h>CI`fQm%<A)i+@oiIr*JoCrY6Kwx3)Y?APZ5=Mb3P7O&(tAO<Ka&iUS
z2n^M_Q3v;gAsl21ig<MRrJOoG#V}_Nv2!uuz`ft}ND<pawLyP3jUV*KHD53!y+Beo
z4lgA`1b}NVduM#1pV^Rg?gS#JqdSYsGIBD}w`{rk*vik7B?y5G)tQLs;vO3@!<Y0>
zCE@<#4S&XM%?{<aN|u3tvG<`I%=1Cd4?e^Xz7Ven^{r9S_+ncy-l6s*`s97K&KB#7
zQ)y_30O4iI-ttoyoO!=K{|Lu_7C&fki!@(&3*R+KIK!j80_$|UPGt4m35{qlHjKj^
zhvGD_&o8p@O?P-D2^c$rugP$?w35CEtB4|F`%~a{_LT$Qb+mg^)5y~()<1&!eM{$)
z*I&ZSO}AWVK|1hpy$JG+P=9A!V-6b$6)=`8=9^-g`?B`}Ns{9fvi;qU=1o6ZNfvnj
zbi6wU-Y;@7!e0;!?Rj!U#{o&(w?0JvPx_Ajh=EWZ2D-^cXwTt0+ZrJ7W>f7azgJeO
zzfZh*@Q;YWfH46qk>pUJcl>6qA<=9davvXZKEY*(=WM6d@irAAlo6wXpOa99>p9$P
zK>n@N>dZRsk^6=zA{l(?8U&3=eB5wVFNU80afxV2lU@sp3yU}kncp4QP=^h9I40c9
z0H<{CwjpN#C>E>lD68R%=z2>3@$U{OaM;;yu+=y!-wv7LHXp3Z0*Y?XE-t*IAS+lc
zx~%In&6`BYd~aB{$REv2c_91wT@)6djUMlwUo9jhD<UlEj^oR(D*<i?Zb>U^LLNl1
zQja)Q@cngb)bDXpElWap;Sqs%LKyh@h9g6%M2clF<n<VpG_%Hik`CBn{dC~&!;Bo6
zQVqybO^IN^e76{>6^OuXAC57lN@UV?zI^AX;$Z)lVjRAgX1o)OO5c2kA6B?Agg8TU
zykra7{ee<S>Z-Yjz$qyJ4i9C^-;tXn-Rlf|aEGYFuK26WZXjLFpswUI<fV)o-@-`(
z!8Jol@qzWfWLc2DV#B%4G?(`Nlj8jvo;Za$i=|-Bmo;xmC!|s5Hk*+Jx@c?@PD%Hp
zAcHgGkvIG`SQ`lf&HsY*_P!4ma!WVy;yWa8=%33Gm|ZxJtMF_Kp;`_s`gpzZYg%Z*
zrq)v{cick-z3yw%SWXTDOTTZE$PFoQ@T!t<P?h;n97BNZN+e7130X==D1N)L&pFYJ
z7*?JeM9f*?r|^BB^vVQ&k`e!E(P7xb{n6W+_lrvhzS%3|bia1Im0;C|b49$Kbol0t
zOLD`aFz?>4t=aTb$my013x)*~{Prhc!}>y<fKKQ(g?n_Pl-v=7D-S^iu{2PI90K!w
zc`|{Nt_vVIq1;w`b^LX7yV3<%;i29Hc7sut3`)5=-|X<|@@@58>Kj~l*IZtHzIq@=
znP7!RggR#e>4B*|LPvu`==VAsKR5dLJRW`yZ{}>~bVqn>4`0?q+<^LC>333U8yRs3
z?Cf3_%q1@FI#cRi9lh;;w%?Vsb8LTlaD3i4uIgRCMnnvM<H!C;y#n84VLbvUnBsZ?
zR<goXfbyF=gt0?FG``T%_rS~cw+Emur*@~OJL=IdpuOKK=Nt{$%NZ5ZE8D0<Ivba)
zV+)>(Cz_oh0e7@~)+*WMoKm1nsq6{tA&W`^glKF%W;4dOb=LwSq5!J<!6J_T_v(PD
zmQ{3y<s%zRXhKg62t@JQZPBxEFN?D${MmJNX{`B+ypj5^VbWbuR6!N4P~A7*gK?-q
zOpumcDS#4<4(G>cGoB&C$EF1~UsT#oo&^So-lv2=P3#4w?8$J((es_To`Zi2BJs|q
z1Ub9}!IORfnHH||bDwcj+7e)LM&O21v81drHojlsgDD2Z-S<t<{q>DqA3DK`CpM|{
z+{`r^`^%0m5S``pNBBVtQb9JpdFU?p&TDX$7P&5RE{Bepe0dl@j^r**p=V@DUT!K?
zF*Vc<GFT5;aRB$T1Ti-@%W&FgoQO99Xdh`v|CFUl%4oq1UNo4jYzlk*=%4>|?z~L2
zP*=S){vSB)ldYRgk`pbrH4~iWzS`yGi0#Y6=(|lv!dbiHBSe(NPrUj5ZR-lzX0zM2
zaS(so&4TP&r}ZZ7i*#6!P(s6YQ{=*N(?|^k6oQ=vMf7w98J2WBOdQ?PukPiSB9MC7
zIlQY7ASVMeLL9Dh=C8x8zzBb#JSU(`m7(jF8G=D3o-B3uNsu+`YM6TB1WBv+qk`<J
zW$lnMfaM4F?_lBb#rF01JhIkyjOcgR+zQoXlbr6=G*K#QZW^Gu758A*x3aDx2&9fw
znXOb@wcoQ4NZmC1Y|DOOXYmNB4KpI!p(;*v#*0bzi$ru`-<jI6GS0OnJm$yd3tO)V
z0O7r~^yTqa$6MGrIfSdAM6JAC&ZR%bs)1aH2jKxzk_AFLNXeyDW>tu|!iXEVcnc-R
z3Bvb?guqUh9BusA`C$y?j9imq>_p_?qG8Yya(}y~ZJh`2HOr*((Vt)Gc-U}lOb7|z
zKuCoHuN{!wC|+>Z@pwYc`g1vtA@qrLrRgQS_8s*c+EE!odfk=yjj65FHv4XOca@4g
z;>*R%7aN|DqU-N@%97=+9JUR6LUc!lmC%3mphnvOL)`X49*%-Bcit&zeLtHteDHW`
zI}{7txf5e0^7pa&k6=PLTDmIW5{xu*2ylTMe?EUk5Xpt;`fE6S;@QPe0XJ#YAc$8C
zdg;yZ)`mA$57a9=kN4x-A+LWLh#ILN%$3E|5EV^z3qZ_<RhR=^KLVO%?e;xWY^Xe{
zh)4tqJ<C_4g8(J$Xdv%MQ2H0HC-;m7%(qCC(9278+~n9#%*`v?MOKLO!oC$T@$0oo
zS*kie<>is{2!O&uR+GqwhkhToen5AAL4cgwjs{_(CmMR|uSXo7yw51l<2t$84N9bo
zS_u$#+n9y>*~_h?MS~FG53BgbpI8ZCYDhe4z@EN;k)bmaf#ocu-c-*H!J?!)(N)7`
zo^n%4ept4l_k2bb{uLs%Sgv-2k%ZJh@bzwEjFrM!pObxky-Y<Cl3FoP7r}Eehi`+C
z+r}=TIo9VPPZuf17|pr&y1LGlZomTOpKFyBn*l>!V&G9de`5xaQvetZPQmZc5gM|*
zQ9&#W#Do4)9_-+@l7XGlr4)XR^fBY=zd3TDdr9J&hqlxurfas|C=MbLr)EJ9n0H{Y
z|D*Lq6odeR*VNE&AEg1Z5b6QmaO?5J0(`Yz>T^F?#^Uz^BbTr>Z~5jFqxY!7Ijyl>
z<jA-kM9b@;C-aC7ec2Ysfl`+X5M2-1c#Yt6C_G>HR5^xY4NTwvB_P&ZxKZwYGFwXO
z`aoIVxEqEO=lqjmkx)++*^I6<sVs;J5m~dUZyyiIE-OUL`*P*Uu4zpaSamtbVztz8
zF%rcTt0#^h>OL$+NgX&Iq#}+6FXt?9m<+(*(P3D>akE<K8ieTXhh)}7JGDr3b~JJW
zMfc_+yTX7safTTz;sSK)8W#cMY-=hom&KqvW#3>C9Aty^VfMDZcl>3#7OUymVBDr8
zpU24c-z+bNrijc;KTLv7i)W~sGG<FQi&8t_b$9w$Dl5d9Vs9ehsI84=RMx>O{{3>J
z0s1D@hEvF{HiAH%2JUt?66e`mnMf-O9GQ1@2MOCSvybV<ks(XZ(a^H@FC-cX!sLrV
z#XXcp4K2h@HDt6Q_aqyY>3ruzJAlmu!8nSZJ5&%h?-#`5L$9&!MAPOBGuyvWs?jd%
zRvRjqco2y1mFBXrExWg0@{uT60oY5EUn6225LE<sHbs{tiXhjIkP3{P0vIkjZgUM>
zGG(i(mxk_1l#@0j4wN^2!6vNRVX0&yG?ID8g?F&%@)6Gf3$nVaBHGyD`NwdyJei4B
zDJ+OoI~}wqLh^5}@RaU!i$a&v!}EpEJsZXWKqY~~il2u;>CA-{#S<q5MKw;Gdza&5
z1E5z2e5l*WzaN#sU}JIYRhS+7s+4%N6;fB2G(Ctkq7>>Yh>#*7w<?(I-EYs}I9~><
zbVbb?-fd<x6@ZhC$n^#d))BE9C5*RrdSweF$M_jN%?1gE(&%PrQbo-Dh6#UjEzYp9
ze|u({Q@vTJ<e|&Kxq4bzn$cn%6aLLbfWF+pynr!o?Tp)zqWYR$qxaIyXm!Sr7{j$C
z=IznHiC}#pWdyWN5;}mq5y+sK%qS@;6amHN<j^X5D)>x%tU_l^bX}M>^~QDkS?@rS
z+9m`nl>!FINZx~59~3NTi3D{9sNzp`XcFdPvDO(fpT#4E)sv4ot;p1qVK6!QmHl#1
zo5D}vyx*~@UncbN=9{_0E2)tB-vVtGVX>Th)Y+Ngj4pLQeD@NHB;g{qS;gUSmNIkz
zvszkJm*oJyiqWL1$QyI!vF9p+m9i1~tSV_5A8IIjby@^e!_;7{)U2vo4x+9PfBSkb
z(dddKSl=sg+~wMW{A%7LMgG)5MRgKlne{s<W2{c~BbHgHER@tZsV3h(2oZ(PeyHMv
z!nA&Aw5?Mcv7%NeAI|X~7f8_S(+Lc_pcyr<N2?Uy01a{ZoBk3$!iEd>$`(P?o5v*7
zVEM+|UY_ntNCq`5SRY@9s6ATFz6S1ejY(ZMx><octSsLBhHYxZ*b6V~zyp-`Bx@|{
zh_I!j^bYP*1iBF{I(mEs1wLl-egVUU5M_tPnWRCapm+3;(l6@OQP6phT<7t(0>wZs
z_HmDsSa9dZQ-yXXkcEd@(yt#4=h|g|NNMIf#zQJ71n(5jC3je?^mK!u3>P^R@fow)
z%LP*^Mhf*;Qizt@hIZ1o>8LCoE<mNz@O`&YNm>ybk}QzMi1v9SUWpc@K0>*~hG_S+
zSk=#Ni4@bdW+on<yS>pRo|g25{bUJk5s`@+Dc)40A&^p48KBMx#mhGE(hy5aH>kqn
zhwLC97Oh5JqVFgYXqen(nL>8%@N9mQj}~)Y8DG*&){&EFw}FBaKH-po!l_*Z1Zg2W
z(2Yr(a<0Ot&|f<~xC_Gh+?9EJ1W8w>SEZyFjjQxi^~vA%N)R0<X)YVNV*r#IHLLZ3
z%(hty!wgZ0<{crSwd!v@YMR@F?hpe5`7t}PY5lDM+7$5-Ci-witMFG9gv==9=jeuP
zR*~CMH;k*ooQRb!xfq`8B8~t7dRKQX`?}0MWozCejL6tGh1yTIT~-`QNh#HCeX51C
z{Na}&s-zEAQgsg{ndq)9t?lBC)t=RM@w|995_Pwq^`<Zme4(9u$uX&b=VWHAghx#H
zkgW~WP%4Hec#UYY!20kBPD2S_03HryS_Zr;8Dx79gKQ2pg61$NM#XMQ9ZPaPpKs-k
z`eSa5NIHFCRZoEHG=2#c7d64<tqkpa;mzZFvu=II9vA;>G<C<B=jxMk>5=9iJHKUr
zQ-*Hx5j+hKH)o}<_PD3CPcwcZAv++h@%c#ZOc0uK{}}Th;rG<T2$W5oIZEOL(TO!p
z{()l|ZiWsb(EYchzt`w)J!sCMq8OlF4IoHCd<&?op18WMW%%znu{KA46k4Gko?yt0
zaV_8}wiOPN29-)?HDeRqvrOI<^U!Qr!?JA&qk7#HDgz||orIkHrd$^(Eo!4Oc4Bxb
z<Ib+op(!DpcAi2XYKb&AWz#j6_m{!3>qEyZR?J~Ks`e(o5(_mbo#H6ohEWdqzQUTl
zm3&-UiCV6XURPXp1mvUs&A<)t%JV5WHj-r|g7GTDT&5r`DgWJb9mR<<GEYXpspNzd
z^5v00Q9*ANX7rQgOayMJf<%)ifVJHJxgbSpcY@Cr<M;&{i&1Jwf8Z_~V|uEJM3GG_
z@>3CpzGB7H4wIpgOd8Vi<_*<`Va?VKyaL;FgNw@#*6nV;<2%@~PafwX==QxyKXTc4
z2p!43L>Gs6eAS$Nf}32~og;TkDs3?wa;@&M%J_#u`01z9G=JRLjMlvQzK6fknvGrA
zjD}V4JJ7htRb72C$V+9ygB>8e57oM<ABvM!>6C_iDCS9lF;_T{-HbdaKS}%&ONUzR
zL0#140CK_i{MwKB+7>eE9Urayy%VjqS{fVx^?@vrnWtl6fFAVOZszHEk!wtK%^5Ib
zEk><VqvHfz1L`!B{?S0Gzit*;7gCgv4BMyur2c9w>m75_=zyeR<Y2(uOPOJAD|Wlr
zZR(Sx+xRbXc-P&X+r#%0gU?YcWE8#ZkJ98&_8lY-ZX6#h1+0+j1}d{{U^WHazRcbM
z0%lWp!Xyh8K0k@?#5v|dsp{lh??xN?m7LB&VrprA7TE+c;t|PCD}DSHbPg#BZF!zx
zhK@1Ic&KB1xD-U9U>$E-tE<4bWGSC{)#g71F9&S{OhYQm9(h3O;@ODj{(W!#(v}^8
zi!O*n3Vm`r*c!4L&t#Bm6v2aj-;vO{^&*}=<(}x$TGn-Mmc=@ES|c6#^1_BK=``H@
zVKhmNuW9u_Oylam2soJ-Oz0MLXll(xFaCRG2D@b}?yliw@ml78SPIDvl-Xu&_)gsS
zF|<*f3eWYP5rTiq{ndpf11RirV>71~+%yz=!1Pv=5ArzkLAee?^P}n~^lnmM#nldF
zMGjo?ppT?!qD?1~#$hJ=6vzO@5`?RSK~?r#>G88RpoEWNtC6>>7)jznhY$JjZH31h
zyK7pGm>SVbKPU3Rw$x^-1fy!;#f1qJP@GGS<zAv<(0R<+*!eK9CL<wLIK?4x4C&`v
zr8NSa)_zUS4AIvbV2TpurXYlSHh78S$D7J$YwY2*n|0ooYze~Z3%x^9iE~*z5^pnZ
zYp?vicB2XHSZ1U*ZCj;ZOVRJC65>NsP!TbG;{wMBW=!ry{z4PyQh>Ax8*X7%Z#eHL
zP9@tYUMo<|2f76=Q6x+Jc48nX?epN`b}2nlloltciHH(I;*qF|j{*bTA5<NZU=>BL
zB`W)qgDc)HRRk*aUcv^tRZxd@n-Xp#GsL0anhek(17JYXC#H{1F1EcZQVc`fBvT!o
zt5$V1UM8=eDyx=0N+MoLDVj=Im^Wr9*3`4|2FK3u5qD)P%Y5cuMU;KEv^`s41p{SM
z`xQ6IX8fm0eOWq*liNXLMB!ZFbYuz`-wk?DKVqKLQYPa5xxUWw9*C8h7tQQo<7oCp
zJ6n)Azw<u}?{v)g&RvE6vT&w2_9&YLfDubB^T;E9D`Fi&F=cjPU5rdzYKYk=q=KWb
zK7MsgPTew`8v0U_VU`MBsC9rKX@@+c9_Q?3Es%P`O+xwhrY1R`c>hvf_XU()_B1?B
ztzHaGmpNa}`STw)TC1Et8>HML*eSbOlCs)<{|H?mCNF{Ro8}kG8hdJ|b8lVVnP;j#
z{;|X+X1?`se!9?zDvfPtB!aO@M^WZUYu`pL<G2K{@lM|2K3aLOS}Hrn6vL8a)2^kS
zo+UFr#2<=WzdK3{ONTybl}^6g$h_6$Yjf7PV!#)oCvur5Ux0vdpy+z+AL5my?Ml5?
z>!>|}*T<wBUfCFQoQMgg!SBf*;LV$6*zg();?9i$ErCUNqaV%~95!p-<v0~<;k2#L
zb+4iy>nhyoLp|x}#-9#XC=#DY*i3VNG;HRXD}nCb$Ek)2JowJqIbUhqTpHnB8>(Ka
z<sCccawWx@cq{DqkR_rOBABONTfW*%QxPioV)E<I+m;xQb*yHx;nvpqS|M9msSn(C
zbqz>Q5+Y7w8C?T6g1g&htnhsaHF8i#5ndorMq=L$6Y6kk_YhG7&W`YEYBrZhk-x?X
z5;>i==sJFmTzFF%5~e~$bvIvKkY1jGN@c}9n60#x7n(9;_2Y=$5m{TY6WcGu{HY0}
z>>3jI3d22PexYF_q=l5?>F~MrfA&b4iz>4{zFP5N>AFsMp|}yaY1StXw);W3s=@`^
zez7tJte6gPW_t8d0cg9%9{J;PRZ}%Us#Vjcu!Bs#hD}gp@Hd(#jc1oI#tm_CI2xh<
zj)h{rFkg3qG*3fmbYHcM6bcpuGBWHp%Bsy*Dz<#9qJTV=UEg5x(p?zdpB^W8GLxS0
z6Z-{1cPgY8Iba=cbr2}C^(@dHE<!M9?vaeA{~guE#A&3`-SS2{P%hTK+T}a#8y%~+
zqHK*Jv|nSAfq7fvoe7odl@Yzs2kg+v_6*yCQ&URIc7h%NQEca=$={{_)|+^@p_$-z
zd(RUMg-O)Ou&?^vEY37&P`8Wh*+}rP4Y6nlcdtC8=C7-*o(G$oa+B?_$qjMO>OyfH
zX4i;*Eo>~x_U5Ck)N`VHRA0X=!8*xf9EG)z8zw(?-XokYIeE@t52LOR3vTC9Ec3Qb
zBwMdJ^5u7v^b!w!9DLk?!>KOY9#5h>ibO&<Ytl$=`(zDnvCaIsp9Z0rr=4fFw9#*M
zZ0cuv^zIkX`(o_W82D#qZ~A}D<A2fr*vkKLl>c*bFmnQ6{%?+%^?#{M=Kryq|DP^%
zTURS#Q$5|k-e52TXlcNB*AE(i*q9>ZV_3Rq_c~n2f@mgHXY7%tTBUsTmT>es!{x!J
zL8jIe0t}G?1{KrOGpW_rtlaNvyN5p<u=vaIsuA#!b8Vl$7tpuKs}~lry=WfrJc*tV
zQ2J|k)17f^h&9dwin`s6sNsaNqcyK(25Hsh@v7n1?)^GjL%5^&{rry^9<dZlw1Tdu
z5@I~lZTs-%Vt5F|CNqa6*T1<Z(=}wY>@F#sZO5<cL*mzZ6ru>-q^}=7L)m-RAVP+s
z^@8wX`w(VDNuQ_c1HaQ>H*NCf`O^M*_x9&e8cIOY-tgK(M^k*?u_za#oa2ZaKD-wD
z_FxZHnu?MX`)Z&U^8gQf&otIW?(YC3UlG?_IAk{IGMvSRsPY#Q;`E>R(+E=PJOqo>
zi`y|@%ULgeR(<!H*6?Yr>klWw3Gm<N?IgJV+ShZsZO>oDf~|Rp*QbPUX+&kIHJrSs
zuA9sq0wVw(?3z=h%VONVKltNT8L+hTdO)NtFuQph5Hvb*5wqhci$uU5oBp9`CKKD=
za`{)3ijY&?cUDXzNT>)6qC%rOH#6L(eefv=-ub@Uzc)J(GK0Mr1w-P8ZpBF^$;?M4
zc*yJ=0wmMO<u{4C1H3YjSL)VtJ6u_4M6tX}a*0K$Po}MQC;ct_vy`cFu~3imda;nD
z#V_KFac4WLpQiX-Uls4QOT&p(Mn2X6L65x96nVU`6ui7#k62Sj?HJb_T-uNL8@4HW
zprmwDw06_XG~S7gY#kP=#oA7+9-%8?Vp2wjzmregQ5|8!-#8pdbrV85aq}VS2#KeD
z%MthXybv%!OV0(=zza!3R3C+W7ojIg0k}J(VPOehkipczBq(U(S^?PVR~GNT=c(0r
zC!|;2LQ7@cF~vZCcXEr?twBJnI?LcXAeoZ{aKB*jz}QxHSkmS)1S60fXSDX92B7~T
z{te2=_Hl{En=B+yDqYLG>1iRV4UVTijQJCadRwDS7^8V$x<EDETq#N~rc|X8P^aPn
z@3}<WKae~GC^wYijCREX7?OFTdX?8+-a6qAKrOb<3D8=nnlVD{D3#f*nFYq5fH98A
z4FX9gc6;&fvUS~8HB}LkZj&{m$t3GS!J{eiR=b<3u~m1UCk6lTtG4dQd2tPHiwDpo
zGt{8lW0u0h-MLF&0m_R|+2W%t1Bqo`IBbEQ=GfIeCRTQkn}yT7dSUVjq4tLV9H7ql
z4isrWSl**{C7!;LCKcm$aiWv*X1JFp(ya4x#;}fNMS?V$W<ZIZC63V*cRs@)MaoL5
zA{D?gq@DHar1|}5<h@o9si7zeO6R!+6ynT%Ln6yHNrGyf0aNe7>^W4D<wjw=LOtU`
z*3NTF?|Fkrhftw~o6Ry@*O!p^<@=sK|3GV~C6f#2@f<7saTv=Qs}#kbKKkl6^KX}d
zB&>o%#m~XRl-*zB9E^k$p3><7=mb*$mPDOzcrIM|r@Dd$FHg4K`sUeGr;yH}hUnTH
z>8V99zy6W$g05QRpZix|tbh(k^bQl5@hGDzAPOWfq{42Z8lMA;=Y*>}DtN(0f9Wl$
zhO@7l$=R`XYR_H=OX%onz*u-eSG!Fb>h>&?k8=-H?2D7Vg$^jNTHg26$exz$F;&<^
z5!Kcy9ZH~Iwb5V^Gb?pN#E>G;I94G+f{wQyeD9vI69l7%-p}+jYC2oC$9)$VCp_gZ
zQr||UmBl|jxeBFGROB?Wj-!Zeuef1g5fbkNJKB%aKj%$cO}~+-nGOXcsU#oLX_eE=
z!Wwy#xkN%a;PlEEiWT~x6hjDjRi}4sQLKxya~7b-@e){o9F$Ivsv-~C&popXmZLdd
ze0sIt8JM~@pPM4dt1*i61@b%5h6kBT9Td)R+Qoceob(ZqGuu3Xv_@)3t2t6^z`ib)
zR@7bky}Bs;e7O*1FDIKDQaP5}91`t7LnDR-f8@piaaW~E$GisUCy7NNrXElb$I=?1
zhOQ!%P|O-7-hzQC$vS7}FUpEs86B?VGLgu##C5~1aoviwhjR^qPYnXRM3g-;>D30<
z5g0ZM2LsS<WP@Gf-Y0w1R_`e+#<MQrUO`1uGpWAsmvb^Y;QBz7Q}vn8$&HXBlUoP1
zT-@uscO1Gw8xSEl!zBBBuJYqo$Mrlsui6e5@13^rx-aFH%8=Z`GgD|2mDDIq*^jFb
z`fn0eZ|A+<;dXXC@#+%}$G255=OIGZy@HS?ArYMIK26%Wwsr|$JPK@ja$ou($Z+wr
z!MHkF;se=+xjDMOZ;;zNxvn&9!ZI<yB?TKS2NgO){1QHK0YwUj(**8LYXWW&h}+km
zF5Pu9Ws9DCYtjTs&GtdO9uW$c5!;6m!-stGZ)mCu+=y>O12ZA9!NLRx9tw<!@{n8b
zxhUU(^zi}&=JFV;!zo(mc6xlezjvHB9EZctdaoTmoV)}D+?w5}Nc6u5;!QRq=eFVB
z#Z&bVG$pCq1?6}Kw>4aT;*ciFYl)xz&4vB(F{Rx1FR^~1&nhSbu;x>_S%^U-P$sBp
z%Sy{!abuEzos=&p$NDnm{Ev~RZ>Nc(@=jEgTi(>nFyZGO>@{>ks~8K{Ks%@tkHhbd
zy$SoAN_tI_+Cc}~;r1TTi-aU8f1TqR3uAV?hXd0=OO+f>R*7!ArVto0iLc)_5~SFM
zyR!y!TG?a;w&PADd^aXO@M5&<5HJWGADj}6jV<-r7nD=0w3Hv%7dI4MV#e;Q)Ca5Y
z5@?GQCplH36*u;IVOi@GOQwNGb?uT>A}45T$tb_te@ZHFa$aG!SxD!kjkR%75@yB=
zGiHa%!IenV5q+(5D13SEp4G*rj`rE~;F`iFfD8uo5GR~K^UfJ(cAX16TI>|AvHYmd
zE@W(?9?(}0>4a1sK4@`bYnQmyMdlWrzwWNJw9&vVVNrj#-FR8LIG~FGt1I3qWE}1^
z^kmp*y!W~Iuoad~CPHSJd=nTVnT2pb%jq!u$BbNSgf6PhF8&lz==tp!hn)50q@(fd
z%F*apln|f4)gX)J;4wj7YMAj=#xpsx*UBv|iUMT+n(>J1&1vdHFZRTE`-ZA5Qoy{~
zpS!aN2qajSW`!P&VYm}d$Y`CdG6`M<P|HmgPS{sog_=UC=N@eb{Fzw86hDLK`lfuX
zLj}{=JUg1%BW(cWl!;=>+XV_3do$ksraBe(r_d)NTL(S)px-Q-0^nW~$u<VVOxDON
zFu~ZI8m*I*`FDgcL71`<bhMuHIPv%Y88#i4?4-yA<SD0;Z#$Tnw;q=nOHu5bjApGQ
zGff!X;N(Xrz6tFGI44$}1#$xi2Box=`$J)LQ)@gG@b)SUvuS-)ONT8LvR;{YzDu->
zgB~GWI?PeLhgm=BC%#(YK@DjK+@YJ|e?AeN;|F$$C)pQ`sG8VTNv-pG`a`q{?OdTs
zL^v{8389acEhYJWV(h`CsFn!Aj#DTFtTueRALR0<!IDclf1qPHS22H7x=X+=d8dxB
zt`O0>Sx&u6%-KoyGN<KHbf?PWRvJXx-9vb$aez?(YQhG!vU0!;3vhzm3+BxdpobW_
zpQ$mP-Lyz50191?MnOpFPl{3Ksf>JDTO}E1n}NCX*jzIpRFdoEYMhAz{mV4?zogNw
zVHz$yMY+@Ynwl|fz5flhx#U;KVCv7Wk0Dl<y1a>I#hsrz_`YPg>q(cMirFsklc}=x
z9M^9Qs@7-_<R(&%R*861&{k}7salp~r7J)dJBbs?IUHKO>k~%Df(}_@AbEkb<gV_5
zLxG5CA^2Al2>G~Dw<jcNTwLB{<acYiiX&k!FhM%t3h7442?&MVGU2?si%d~lMh^-N
zl$YQ(8U+STKAdLHrUB5!otR=GoFf@*KeY5Y(FLxPBl;6Z(4lPlV^O`%eU&-JQ*z64
zSW_IxH{NSb3oO#eG?uGw^VsjGmAa--X|Zzn&Oi@N<h@i%LTZYXw$b4vLTAypmysKG
zs1(1l$M2zgRs<vlN~j09RQj>7*x8Wp1GUO!%#v+v$j08X%%(b|Z(bO6g9C7m?sv^^
zM1L~kbRz6p*K3EzHm_EgZsoVS#3;hmKoKhjP|hA@oUM_dslUf1SoijFO6&vEJw01h
zsiB+5vJ&?UBv(<$b#y{A>kOknZ%OQQ_s0AhaJKG&iS&ccTd>cO2SUJJ1isvP`Un&7
zUk9I-OdGLeqXj<;+!J!Pe?0w~hjU*x<^BqI)VDi2d;xCSh@HL<_az;SP~M-vhY$A;
zZwTz&19lxe67;BX2F_jlMOSL2>l;QApAoQH+6;?WGxIWzQ;*b~rJ=8CuB7b#05RFX
zm$E~Aju_H;S~HAqz<l}Po7jbTH8q@g<iJzYjA)QS?Y|N?5}LadKKM!BkE`@flf(Je
z39sJ1c4h*j9_Rrv-2o|-vuhHMRSf9ce6F?z--Dpuop_itIu^#Vfac@D^<xK;;QYes
z|D8ZJOQW70U}+EGenb)Ec*FO^1t7dQ<h)|!>(7ND=4%{A1&Kg1NLG;j^|FpT<u5vX
zZOvWy#t$TD!P0vQKM7l)rE`=7pzqd#jdX2sh6+RXWrZXXtaWMoJVo#wKxtCm1(aRG
z3h<gYvo4ogX08)~TYuzGsonlu6NV{K<>kX#0H1}zIfnxQ8R2(GRLg_^Fw28S!U#g-
zjyeDp<79&oJ1_~N0)g>kc<eDoeb4#5a(hxXNcM~6z3xDxhQRFSs(Ge5zjg>KECuiK
z9q3Ks<rYJ_!7WPF<#5g2Hf~u;%uM-mvUrAj+MC)eQ>3~D(mEm!tnnu^r>KjifZ70i
zuyy6B#TgVQvRM3Eg@85)i*o?F80gvIn0(perRYH7%7P&w)K3HtSNn)G-u?EO;~!Ag
z82aQDVC=2$WhUU2aczPPA0bBLwqCjc6-veB6$WdXNrln&%<O<PhUhRvecfZcoF^Aj
z1Y^c^MA7}l`4T{_me*+s3_Qf($}-qq%>fqK4}$!G=Ke@kaT58U>&ELCoNcuEM|--h
zrGNhGr(YH_01d#nBibm+cH<%ek-R4sB*^4<$mId2p5(-@6vU?xvCycb;%pbxD&S$~
z^rfSRWjdJnC`{!fikl?FW(!F(olfkSI`_5Uc;8}}c>)#e*#HCtZ^#ZUKy88mI7E~G
zHgQCtd+W`B4)|-|D;Be#`GrV8#1~w-gyD_?g;KjtjUpPy-a4ocphx84=Be(2<xHkd
zB?rrJo1H~SuSpELbe3oA^6r8tahali{(aSBc?cR#c5MNjMfEp-=xKV=mZ*bLG%h{v
zu`PA-iZ^#mj$<bKH+JrO+V*zEF!MM3_|!}!c+D$Kwu=>-Hh|Yv0kIoC8pIKODEPA5
z9`~E3qJa@Z9!w+lRe=b9&qR>w&*vW4Ucmx3A#U_yB@u_=IS}Pyge^jB6Ft3VZa~Ow
z5YWe-t&<?JBdRy`q95&2h9Qh%tN{^|(Hf@A)YXxh8ST0l3hH=XS|;xiE!jz@9`CMR
z3l(6G&<p^q*~l(ERUm>0zbAmo3o7xJVshdM2eQ|Z*3^G4YDnX;atDGLh)~W+x)p{T
zJkC0QY}<Z-QV2ENmwWA!l94tj)*pH8w58Q{N^CIra_ZhV^|E)Af84!<P8GVJbREF8
zb3^dk0ttC>zB-Qo!eunNphC}4COkVYPX*<I?f*AS8^H+I((APU9fiV#`38jIuz}Iy
zVe7w|_Zb%L_VbtR_WQKk3pPgyjhJWiLF~LhZ5%nn83xwSB5!U^(aS5)I}jAc2RzPM
zRlfb8^fFUH7XRJX9$r7^yE;2AdgtTuC0tR@<&R#Jly8IVye0GP!I;vw|B$bynB?&9
zxd<ZOGL>b6%^QAKWa3)&52ghA)b+y|jEKccV!a#}b8vWRW$B$oHk{%kzdXnP{bJx;
z@go6mf$6KcBY9H~_rgms;y}%yAPl9nYNRWK5GWXkV&a~}hN5>#I7g)JtnmERp-QJl
z-5@t^1t!f*q*ue~&L7Lv1B3oorFO+Q1ZPC&1jwp}vzmLx0N<j{TJW(daxgJg_R(jV
zT;LF(M?y4mrP@oJYMKt-{I3NNHk-VK**kv2>VE@^=={kJq}f#pzjSjP%bVyGQN~sF
z9MtkBPZ3au8HK~jK>Flg8suSS!|s`2=(iKUVzLV9<ek5&C#}g?u~YB2nPX?&KV1K_
z2ooQ>NTtTI@J7)&^^LNR_yB*9#TV<kpVZe7hfq7(<6Ea@RdMc}D!YanL2FsiSB)(H
z*Zpl=-Bj2mBzYfH?Sy<p;)|qON&Ncqs@2;5A0~2<aRw?}IPC^j1~`Kzl-?dgy7&-*
zfl*cXu)sI&pMC1NOI?ydv4xgB@fP%CUV3wJTMhqML2Cw=)i=tfWj#xwrJ=Cf{LmEH
zFrT4{=w58Pm%Aqq+Az7@o-cJF<9?xbA?)aB7NSGI-%_HG^@12d2sbsD`f`h0pm<Qk
zGN5=tMflU{KTMj-vvJ68t)4#=BZ<4o10s4F6pAaSRz2yh^N2!}v(R_S-q=Hg1=>(l
zch8Cub5c=)D!oLg$;eDA?Ngt+W6-4bl@tP`H5G43o2sF8g!AE;@u-a^+M`qDb^>IP
zt)U8?#MViXs9?pLRCxiw!SN~65QF#}NB$*6M`)(9J00^%@Nu}F+a7<Oe5<FYjjB8P
z8)Cqf7s4i@c2_YcR-Y@>i;9^103x5z_cxOkPRfa_C%yqgI012E)%MeFe=f)_DY5|T
zPNn2c+HDniFuTcp!B3r7D=n{3s^X{Sg>OBs@Z41!INmBTBP8W7>`%2$YemJf!|`s~
zr<*Iev~LoF9Bv@n6*Pf(ffRX`9NU6dMV^)4Xr*(KJPc<DV-bOU!lVp^<8)jU@weH+
zEOrEuF5yjw5_Fh0!#Ol37RvFrfA`9o_^Dw`-nFpstI_cE$joDyE4V5BX^xB!o3P*l
zLu_LDpE9=vFkiOsEO{1;IqfJiF>)xkQ5&5^aprqCztt%IbSEP}gBCo2DsFY7coF5m
zr@WIEyic^XO!2LvA+a;t!DO~@x=Om5HH^O?UqTpiNiW8ymbXzaPKYJZ_Xrb1!k*{}
zh)gU^FsIqZX>ssSt}pU~>xRwvRg!LqgWEzdFZM;gz4`gs^vMvrN-09)On8l7LI;Z)
z70bbPzl(gPPHM}T4EQ)`!yyf$sZ3-hwBTMOLr{s-1<da97lmp*7!s{E*8E+(MyFN{
z5v+%?$q<EV41Ir5^dWS%;M31A09S&qR&@MGe<Api%pTaOJEYn`KE$IKq@2dq2HS0S
zB0Y?)2MmO}xxVq?%#p<LO?C1OGi%6OEu6Yi+Tn0}YaCy4&#1nu(F(T~T*ShsBKhYH
zSa&K+i>uN(K7Y2y6mm1lx1^jzCAw~GIB9_d>7{3w8>D6A=kV6kna<!~%Lu=wjQ^AN
z-|%g?J2|rQzpmH#1+9(*)%#y``TxPj|AUv=*jZTrU%brnzc*!A{(r5?)bg%7leH(^
zenopb**ckY>2?51T!k>yw-zOuA$~V7y@)h-Q>QOOj@rkw?l$87>`cp|!9;QYCGfEm
zlWpV%CPVSEDE6=05Lc!D>Hqa`>3F{`(0e|_{()XT@f8tJKb^imImJc(J^Nk9t7g0f
zlHJQGPg~v|mdh1Yl~<SV7GJ-(aa7T0_Xy~JKe;(k;HYD}3rUXq(-IQYb#Hg+``pv*
zrKxEM?h^CghXXpsa^FKo>aU3b9FP7j-^%_jJ6tQ*&G3&Tf;5;S{Y8_S*t&v;%}M${
zB_a3Ht2{4XzC66@yZ$=cKi4<?_N8!fC>Se!n?uYvgJmz`8yk(M1XzmAgA#kl<SiOW
zaCOMUlGqc05k;*iLjxfy>QcWj-$}f+OMGs&<S+}7D;jm+2XCVIHA$S$gaSADtDoQ9
z7mnNphTD&e=N;Slj252$+<XS^n-^bA>sK?U)jUH1Ig2bk`UYKx2`!M^=)3h7pK4_l
zX$R{4zZcz%$SC)y&Y=aaajH=?kr-D=GjQp@?`1xHdh6m)M(}vymZ7V)^@yPa$Z2-o
z;FLjM4Jg(3R&5;<h;AM|xz&$me(P$d3a67dj{X|k{kqktSAE?09yOCDuRXQ$h|6s}
z2KGkNh1zNY9=L&Co@eaa-T`$h<95$aaI9zfce9_{eVcw@AbJF=8Ig#^hn5L}VZ(9T
zei4jeWp>-&pAk6f!C7saHw$_34avae&I7T<jrzD6w?1$|KzB7ZY4FeQW(kn<_>bkJ
z<Y7#47E3J22<Yt}cZzoM;}IDwbSkyC3Jsf+AMfMa$6KZ+J~EY7<VKlOQDd=YGdP=`
zQNFGJ?j)Zb5|rw4HQdOhNZ{tim#&YnMP+g}nqGe`9po0R8BG~w@1J>IbZddZjy8r5
zi!d#Ge_vH}F@G+PS0FSzq*_9do+)2+2kDf7aF=bjL_}f12*BP5h*FV<oS^viRB4H7
z8kF`5BT2s}ibxp#fh&3B=xnd8MCu=6)rZL9HVrN51lsjJ1Fzl9;Xi&kOvxw2Vqoe@
z1SdXKE&{^;Vsq5zDR;a9qH7`P1b7k;MRS5&INZhq*L{67#ae*ZK4U+bf&YUa>R(Co
zIoGBVc=e^iQL@qQ<L>YakTJMKDMczs7@Sh+Xju4eH6bUIV}=6EbRY2ECZ-A718(nJ
zDGB(8LkB$E&J{p$6I!BI5Gz@+af(CSQGZf)$ESVJ8Y*#7s?>$qi|pJ=*Hkb@^ogDZ
zuHT%c{lE-AIaTqaP3GiLU4SUGtAmZ&!vfu8mE+%&<R{zIakTm6SkBl`g>!5(%{R)y
z%lNT2ZdvpVw(A0$L84DQo-ENCJ~CV}3Zq>mwY~IXf`Adb@G0sz@w*bP=)BV(iQ-(3
zFeG)HL7Y20_Jr_G5HqF~?@?ptlz|io3=!~kA0#ZpzwHxilQSM{;k-w1-`~k^MuR8W
zLeNw~q%pIL6+>FY(yD}pIl%%>06DRCga5sd6k*foG9n*!pRZ2rDN!}QSxmEt;Zh3&
z%O4qYv^l84BmA{Fa*%5XvF76TTKL+^0P~I>QH5Eafxl$s*?UY}x%k7uL3et=V}huq
zrjerRZD}*)gY!*x174BB4#5eqh#R4zJqAd}+%j(@{i@)IfgT9<(oQ|2fB)ci%rM?1
z2te)CKR}jKaLO`98vZI0XF>EH<lhELX_t`n2O5;Ys%Xj8GEeuKA`&z|p_>D}n2_bN
zwma)`i5gMINwk_~VO|f0?u0_MLy<Y35ykgLm!e@gwiB7_%H6A&>|M1OI9mMUR^3d>
zaU)Ghcqf*N4Jp2PMcUtDfo~~zY##HDHj<026$&KvOLHHK&&Adh#|{yXbVpGz438nH
z;FDj1lta}+A}3$1>mKyAht(T6J<LB=P)V69K%FouMxQ7e-E+OFdm=GSYaM-zZOi?8
zlq>X47X`23-Q6lb-o3tzu|<0PWg_+|d2h!8iK1-;Fa~MBjGrYHG7tM0>&+s12&0>j
z^_`)G>9xZ->(?Hy1(mD~?p;eX6C?yMI;mkrrq#xeh0-><6&X~6>#y{@n=9`shcwh3
z|J7tR5|c$e7V0{SfjP#b?xu<^Qt}7TO<^bC5gjwnV8@^zx=>8#R?2>~t(*BT(tFZA
z7-?7Q2J9RKx@WMkR}gyFPDhEv1X4iTlu|%n(%L&?p8=A*v)LGZP6&7U%cDyhKtC5Q
z$?tb&uv(q=h7JP3VI`j)fZ1Efb{+|M?`M&-7H9~g^Te?=_I@Pz5dC|x8efuoc~l?k
z?z5suUbUKE2qaV~EK#kc<B#<8jG}zTlo5m@pm{<}G%jYfwC{`<!)#UNHna^Dvr65n
zZA$vIPERw<0otiAp8mAR3N_mc5ZFPTr$c#i{K*pew-4EVUu0#^B5$Tb0>)2Acw>F#
z$#H`%<g>xS@DV_}<8HmJ56_%a?80r*sx`*dqp@I}U=Vo16owUewXb9)r^%*Fq7Z|t
z?xv+$0NywO3h$JhoA}?P9@{nFcuI_C!BnZ`kB@?7(0cB65q%q@EwT@rvW(|+-1DRk
z3-vEnvpnn|iTf6W5&Q~ZA-5uk!S;zHO1H*iygur1L~A1+m@E};1X6R-KQGTgvqOt!
zGCP)4R*DH;4jm3}p*4Ypmtj*{LKhK2N3HNuN0`1Jlnh%F>Hv&&6=%RjYw*d|7oWMi
zKwKEnjB@3B|H`OWS?RL9^i7iUI|a)?Jy*1OjmInONZk>VSnGTmljKzY4n{s^m#sKr
z@j9v_Ia|s!qffZ#{+DW9BDq<%O8o3%ZWH*e9ajY})O0_=w39{@$@)+h@%rn(4EfPm
z7Sxc#K{|R<%KR~1z)5%5lag%VnBfCc#gV>TVb=@IX**}lyQELf^Gwm)3)Oy|hTuPI
zq=zc>N!(1fr8AVmDhvcW(|=PPw#n;cW*}&A?TIu!PD`cYmOIQ^QEEaw1+`xcgbP#>
z@80^!<PA-;D(3kQF6{%vkoF&1&fQNS0BaVcIE{WqVfof7XJ$2CDK0tlPH|E1pw&9$
zE${$7jluZL79nOe(q_E_WpnCcmRK#A(vrq<(?$CUch^NZCAFwx`8bqDw2NmcXG(B|
zJck-D1%IAH>{qgZM=0(4sdpzwY*_lHfKhj5+N?3>-WG!?Xmf|(>cCLs=ZskRU8P2)
zC80Bd2CjUF`@DJ@CKKHgl)o6To1P^SUNw=k#@Se4{c6B`&EUK)4LT#ZupmR=_VOy4
zhJz~?>s=7G_;l#$Z0V}vpW=KaajknrFFQUvwD5b?jsY5G+ig4zf}R3u#GrZio~8Z&
zc*np}mBf<LFvHWELO?}l(>HLLP}odmAbV8O!6VBCjf3S9#35MMF}X+;u~wyQ+3Wbx
zZVt#GX@-iurrnCdo+g}?d+&NVL{_4t1Y81|L;S?FYa?lP8uQeCMLPZO0_qxX*WClC
z^2nQ7fsYg-vS|LIlyxj*tA}p{njN9bJS(6anEojz{t2B5puIk)yS;f$!2p&H{$`FB
zp>mt%Os|N<RP{~L*OBHqRY$}%ZXTyeas_0(YoKj%pe$!j(pZl9g_mXTu_cj4P*0?I
zJYpA-YA*|)63Gnlf9W1r%g%x{+7FWN3Bvk8Ueba^RM<y9jnu3-@t!(PZM3BtCn*cU
zk%gD%|3F$tYiDLb&p1cQ%%;lH25(&!Lu5M$scPa!y$<G{L<uaDb2^$DkC(B@>l;Fz
z#$}rXMG0z*-~W_*wUAdFkN7g{qTVe%yIY$aJpO`2uBewQwsFibvvt)TGzM?072ExR
zC544|*Hss08+^5M(l4?5xhenoc-j3h*!<D3^?j<9tbX2nHTXXM{&Z+mllMM!`yRhd
zsUIwFDKt}E50JE_T%L0r#EVJ;B@;U%y&s7}#^Ab-=h{hF*V6oxYXPrn`gaVE*Nu5b
za23cEmSvo81+DCs^Wffz8@A?O-SfgU)|6C$M$19vInPb=lx6)HS}d3K)%(j1f)wfO
zIvRqYQDAxM^=7;I=tpXW1<JsD9<(}=@0_?aE^e!mrR@#iYBz<Mge&Z=s1Plozut)$
z<GVWP3Ki&I(d&P$H;?hUhmfOBG!ijqyRM;$3M2Ya9rXr&x$Uq*uIfC`lXNP)KUZ3w
z@AVE$hybQ=)gOL&<dTVcAtH}5gq?tZ!VpBJhi}Tdp7NO~U4)#8Ax9A-mmumFznPee
zSrNClV+=&*zZfd#OBee>?QwMUlT7LM>#XGug2He%>Bcmts)Q;@a0$lM%axGV%WD@R
zO+bDpj>0ycma@|3+1S><`CI{d<@d6?2-od<hveCc8_PJ3VHV28s%OoqZs00G(DQIj
znJC9a3ztPZZ<*uRveaY^a!OqTCkVBT!Q<bn^oVfgUsxOL%aeZ!Qt?!{UGz^f)1!#f
z-3JXLpII+~^1_{Wg#-R|upt=(wAwo5pGk>_nn+{@2hFK2XT<#!Ixh^vP51k9H1c7~
z(EmM-hW;Po-a0O-u4@>c0frb#x?u$A?(XhJQo6glOArYOl@RGJ>23u<x{;8Ol2SlK
z;+?_EOYbY5=l<S5-fzzDoLOhrS$plZ*4}IHwa-~Id*LiIj0UhfeJ(#@87x`vTByBa
z#ni|WDoK;#VOhXc@CaWswAaGfi;4Ye;`JVA8Sl!o9dSTnC^Iwr`Q>L^OWsfwjD*+2
zh;uQZ;bv0qZLB0l?JJS62p%PSEyZJ!Mk=~W_B!+)g2!b8gAj>a-nTy7K<8I&Y0()Q
zsHkMG9wM`4AALbdyBl1Vx?^5GBfwf-)wowv{Y0>Cv$oCj6ea4cB>!-dW>udLYt3Lk
zGhk><wR+S2DGvo|Aim+VT~wdCx4^?|Z`KZzFB^$;-$G+P25enT@xG+i_@Z3?HYe7(
z8;f#Vs(w9jiFOXZ4n?ep3-nIIB9~xy#>0kLANvJ7+17^G$E$NXq|qEYZ#PQTK7_zD
zhI$*Rz?5*t+`DI($cqSAN^!0tUxL3Wq&YA`jKbN|##$;q*?*lNB;V19!)*vVelk%O
zof)3BpR3!AJ^hyVg#hGSnZt$HV@1+bKW~54cz8Li_mRe&K({~L(JoeB5`Ey2$X@Yh
zF9T_6)|XDD^>(OW)3Ha$pD+6PLK>fgULOV0>bMZQ`(PaPA~tRafre10kXgT9Q3bRf
zIm~V66e>MBEfLu#L%d&Eqm}i6;G9rE7C~*nnt+V<Q+V5lbd$D$ry60E@06b)b0R21
zaE}k}ht!TXzFM#t5#XVtCfw%7i&->0F8aEZv&dPuMsD*hcD$WdP`I`%&LN2Bs3*kR
zK~yUSy}Pwr^X057_KYNN4{uS`!m|#zj}A)9ZOE&(ua`QjALC_MJS6|(b}57bBF6AQ
zl|qwD=F@OYpk>a)run8_*V|z$i||~o7oK3@Zk}={vw%YbWw_k^8szz)K+C~aX%vm}
z>X18`PZHLXk0<1V<Vu!R56hf}k}S#|%<WD2OVN3Vh2jqgH+f@Q_}Iif65`D~wj}4|
zd1C!?F(q_{jl2%;+;IYwN=PdB=sRO@H2f_4VtmZP6U34W|FC>_z6YAzl2xJ{%w6Jz
zT)DH<{-J?vU22_IL;E(Q6&+bD@(HR$7C?HM?k{fM+lYQNSIlVhAp!oJM!JRmIl7Jj
zjO1<W-capB-nc5-VX3&c<T#wt>KCCgz}}edn*rTyakhQ$Vl&^Vw<!pZpzfnpjIF%%
zJv2LW15u_=%<T>Xz$CgfT1ahTEFSO}W^dJEcoKU`I=`LPv>vkH>AJu50;?+bZ}cyI
zNE^m%-FjEqYu{#k5Z@YofPMHa=&B7-c#UMoD6n(+r66eJNY%QH>N5INw(a`z#Q_fd
zk+bUP^z70%iP^|w{B*>-xTgde?{+qQ^j6Fxj(6}Ac_aiHXpukV>e9c(?9;JWoV74_
zI$t#R-kBljN;ohM9$z7;WT8###_K-IS7(xEGFm?wCi_%pCod0rv$mMicu7`?--w-A
zHF-ekxa>@>T6ERi((6AOTxh=*L*t#$+S_UxErB9iOz(okY&0^GU)9aB5L{Q;^jOIM
z!;=2us!bv$;e+ncBMM)OJmWfeYvwB}tvg3fzKJsvJmkg(wgdC)>-a%|d#_JoSE8S4
z(;X`Cl4~Bd;9W)9Dg`z#3sF*0_8UP!^GlTx;haf6WGH;3h5}mNVuYAAq2-N@jA+DU
z4dwyOd7-P~xxS>!oHncWd;*t)fJ8<aS)DiiY%Kt*8~R!slI`>I-o2*^FFBLzI*vkh
zQxLWve%;_yL?kZEm;rtI2+yKv3wb<viA!C}PQ!N}5LDdR<;Zw6EXLc7`DC}eT6L!$
zL9rg58Q}@Mz`Qz<DmR-fqs%G6ECo<00t2j)uRR*F>VAeiG?juzDtlx%_EunLV^>s;
zT<ptt($M@J<-FLwmu$pY6M#6JD4rUnv0;)qrl@m>qmfJ1WSZ1lsfl!YJ<+K{c6Q2e
z5U#w`2iC~1Z<^Q>tl_yZ;ia$j(noOwyxgdAJhd!uMk8dr(<c`g`3p|9!5|C6+z0|=
zia~6r_5qX0(G;e4FYpFDKG(g1^K$08D(7w|sz7HUE6pay7)o#{re;H67J%=QeqGxh
zwVJ`#c1DITDsYw*t0~r!$Yr>AKkhntcn*~?Y1hS%W^ci)1thu;jDFnU>MkI(FaI2c
zPv;C(cY#)ourGBrVv2QCFeP?!$i3d*XD;-k$DMC^^&OCCyJv)#DG4SMqt=&VNFyjc
zlV;**TXmtkktZ|uN^arba#J1ELNw|T_Z}-?KiqIY_afy-3$P}P#?Nv=a74bQ9!Ao@
zOE!+kdL1XE+cGmWcMoNO)1>u+wng8HO*3GgED=CC#{9sgJkVhAh-57wZuz)iLM4=M
zdItBf%F3B<b@_z)TF>N&yxRI0`ve^$-M~b5#gvRBILanqB!Y$}!NoQnj*r6^?xB*%
zi+yd}m7Wi&RXa9c5R=!VRiiL>ZSa~eM+GkpQJd`hgu5pQaPBRm;`v=#;v<BLDZt6q
zcNBGo6&VB^6^mv0K1`pSLv<C@+`yHzncjGS)fPZJ<a4aaIt|}cxHW_tG>*ha%s(!m
zR(@(8O$zGfrU?@{V6*9M0Kdc<jQ%nr(S;~Pm(SJ}QQy!Pu0dzb@62$&t@8zMme&2^
z2XNmVrUeDRRlh>4x2BQ};YLZW$GI=lG@OdY=Vl2fXQ(%F#t`QG;V5=j+u4=63457l
zsSL65{Te?#a(+kw!mE^|Q^XVYV#6t^XO3vxLOna-MAE6V(vgK?(%~YKmD`MGFIX}@
z$GnIdWG8;uYq!=>^z?gRW2myQj3_1FunFz<BwO!`k0257;BFqet-Fz8>55cu$h_a{
zPz{2^sx7g{xUEr0RI6L=A1>i~FT}cSf|8I<UZLLkz(=t=0g?ke$2_fP=`!HEWMmPu
zFJkE;_%2K;^7+YF<u#~X*#bo=9R<ymiToOjVvz_MCEOOt<T(lvKU~M?91GLOyPTM8
z@y124GT)&x)Z@K)_HepOoC#}Bf`KvYs~CmQ9>zeG{aAeU80v^)I9i|=ugS+pcfzP4
z#C7#C`qii4A)4n%kC~Q@N5eH9*yccyG}!(Inz+C=>SAQ_z-)BLK?)gd9CKbfij9na
z(>5G_r;`meEB*$v^=k6@+^~-WBjSNTd2lR^nhC472R-|qhNE{zybvEMMrK9p<Z+x6
z)n^n^ufX6(s6H2M_!!PRR7g8Z1%5)C<=KS@X@GdF=d{{yGq2tDs{7}{@jyBV9RVWU
zpG{ij@B7&W$LeI_mcUg3H9LGBPni0@KcL!Gefdh;^Msi>D(UoqaJmLRO-R|A`=Hf}
zvh>|cdfL>icMU$l+>E{K56s6<KGkaPeA?)JyS-*)I_BSG87=|{=nyyV5??JMKp6?0
zPkZf)i~Y#BwlpF?f5h`W1{1li6Kf6su<c@|A{_UopVvj9>H~ZA8-+nL$MyRFI?wo=
z)4=lA6V!#ewm^&uP1J{dtKXYP>l#a)%l1QOQba!MpGIZ|<*f8GHKS0j*eKE&NNNv$
zkXihGFx$aCTs`8P?El=QM|))@<jJh{*ZN*n(egEP;og-(hG)qe<g4^1_-D4{Yy6Ye
zy*lq}ta-jhw#U2sbJjUwOECx#UlN*Lf5s;HWRRgxy<M}uhmU%~jq~<1*_u^1=4TKJ
z)XTai;cC^Sft3e6+C+{MI`2TQZRrum)&}36C@5xr{mgR<+1BCOMAKl*i?^Vnhe4sA
z-EWwXdG)<F-Ix>6fb8pRvb>RmOSYMBf!yyMqdO;fYEmA4N2>{W!T2<g?Cz3L4$)aa
z3%a20^)TJ=OvVRVO3>n{u;6MAV@%;?pY5CHk8ap{Jz`VKZF1o?cc}LBA9vd+OsMQ$
zq>L4V$4BfL_K#~(+Y4h;f%#5$bo<Vlm588Ja129}nSBXcTzav9(wuLP_s%s{$<xV~
zdAn1-k4DE+5mfs$XWmE8Jk(&t<9wCmZl(nPV9cJ)<0%*`{LXT0qF~kMdd{_7BpOk?
zr?}Vf_c=(jsg<8}5JqAPY}iG@w<d2spN|7=zA^sdPB#+4xz|?xipU?Y6ilXF?ODp!
z62O~5SIru4szG*=JBVT_*6)rIKjc8@$iGx5q3Gw>jjR-r#%5U&fqarSMiaXrqn}fK
z#(Wph@E{di(9lxr$=2~!Ylu#WLSD^;)mmV}b&7cDcg>)cM}Qy<LC?vC@R`C_S7J}q
z3$DG(w+b(=TMbtOvzhA8BxRA=+7yY!tq~sgnT;L^Hy^quzqvn7bzf$+QAoJ&dhR@3
zU(RSxQ`^;R9b52?ftO=!x~og?p>8LDTg;~|>f&_Fi^oaO#Pj9=-y^Myi-lIc&4F+Y
z$=@-LD>sf`Bri1NwBZ8CxXFTC_mxd4)J-d<z_zR{WhGcPcDXj~Y2YdOcYcV{+0=Y#
zLE|LLL*yZn5RoMYHH)rRX(|PH=kS?>+FVT+yQ-nYlaTDgnNe1@@`M%phoX#}-*KAU
ztPGE`h`7H|qko%xcLOx7*HZc0V%6;;)a{-KUQV8$i&ejEh0yYKv1C;<wYFqcwzRM{
zm2mcf7_dRNMewk5KzR8%jKHiK&K}Tryg}HYsoX4`JRqE~O%u>yOLu2aH*-sO=&Rw>
z+?>rdEj<iap)ZevuxeTQctG<>Iy*SKX}Xx2TS7QsB|`H^`*_G|-j>F}{v$-j8CoI-
z$L$UD1#-|#P9D&QxI=EYW<c-VoLzp$iG>Y@6$_gY7@GR$&JGwxuqr|^`F~O!&Oea<
zRUOVBHDJB14(AUF{YQ0fcb`Bh@ZZ#j^Z#}8aPt1Oc{urgYaUMizc<hAa_4_rpFf)i
z${SF2gWU3)JA_ry*1{cP0ESgp1I+P*YPXfw02@J|tl$abw%-~WM)u#@8Jfh@!_>jq
z`e%WEaHg`Qhp7cL2Ez3x;(u@ote(FW@QWY8tP;wsD$Z_>rVe0MRW)S@JD62V5#r(I
z34N{MADLk!`6IImg!AX?5INboxI{$$*nR{6pvfuOIyuAL0RSAGJlr&7B_O(b`VgcM
z02}}XfCylRx}%x9yC`eQXaS%<d1*<AJ2Vjt{`EVX0RUlllgx5z5Xi6a{|dq~cX9Io
z0Dx-H)SMQU?&eT90t!2Ld$_>DkDxHFnLP}KLx90<Pz0ecAq=+u0W;mE`2mZ;U<*el
z3uqb`&Mp>?7BILE3P1Gnw1mR&N>Dh;%hu8x3Qs}ddk&tCwov#S3gbFjnz{o32xzcy
z4@+|!D9i?h(cH8&B%!bn0Dz2U{Tpod8|(qqB+#?~NoN;dH(P5P4+xz(J%pW~pARBu
z>Fr?Y;lZqCYHn}pW&x3Oc62dy@&y2X)ESlwfDNN91WIHcc77fnW)2o8`TzX=kCA_-
z`kw(<+x|%LMg6wTfcV3|!hYrb73Q1^0PvkcX_NRX%<MS;&=?5-5H9=*yY~_Rz>EL@
z8b*Js4?c`vY&<+%1Xx+Uy}em%EzMbA1pV{(zb5!I<-Y^JJ&y(Uygz9Nk+QTh^>pxn
zz=&!NRqmc{5cga4&iq#<{=d%n8(P2N!K7hnWeM$jpgoBWl*??Ltf9^AWMS)J>+A%v
zb^5m!{=dxj8xAn=2VX-0ocwD5t}zSX&L}Pbet#H%fP)HvH+%t&0sh%;N+>!2nB?83
z*!scuP#7A2d;O0KTmtkK&fV4;0t=SZ(1MtIx_QB1s7$~vAOIME3BUyq0muPV06G9O
zfCIn_5Cn(;qyY*5Re%;i5AXnB4zK|@0^9)JfB--!APVpZkO)Wxqyw@6`G68YCEyjH
z5zq$c2D}Cg0mcB+fJMM6U=y$hI0Bpjz5{_kBp^Bv2S@~@08#@PfgC_Spa@VJs07pi
z>H$rF)<7qqColjQ4txZB0!#<y084;1z-C}Ka1b~SoCkgY?f^dnFW}(e(BN?4$lz$;
zSmF5K#Nia-wBU^3tl?bY{NN(s;^Cgb<-(Q2HNbVl4Z%&rt-|fWox%g)QQ`67@4_>~
z^TA8PtHSHUTfw`*2f@d}r@`mKSHiczzk#2GUxoh!{|x~V0S5tsz>FY>AcvrhV2<F5
z5QGqikd9D{(16f~Fp2O1;RxXxgbpGFF@gj@@*rK1HOLzj1xf=Ig6cv2plQ%1=nN4N
z5g(Bjkrz=8Q4i4$(H}7mF$=K@u?uk=aUJm#2?>b^i4jQ{NfpTy$pa}0={Zt4QYX>`
z(k9Y5GAc3!G6%8@vOcmCau{+Naw&2L@&xi0@^_RwDAXtdD5@wHD848ODETNYD5EHw
zDBr<YU|O&+SPN_i4h260SAzS&@4;VCQBf&T`BBwTZBau|pP^Qx4xoNO{f35(#(*Y?
zW{BpA7LQhh)`d2Y_5~dsod#VDT_4>8Js!OTy%&8M{Tu@ag9Sq#!vZ51BLkxWV*=v<
z69tnRQylXFrXOY+W-aC@=BGO-cWCZN-Z8xsbSL9Z^PSl{r&u^x>{zN;j#zP6rC5Vl
z+t^6hG}zME7T6KkdDy+!>p1W@R5+42<~ZRv`8fSJo4AO$w7BxPcDRplD{x0}kMOYZ
zxbSrFeDE^x+VNKL;qhtk<?$Wx6YyW*&){DWkP(OzSQ5k#R1!=Od?h3y6eF}Gj3ulh
zoF=>=f)Gg)*%KuZH4-fmBM>tXs}p+@zaZ`>{zQUHB1mFR5=-)mWPucplz~)()Sonu
zbeQy%jGRoC%!TYZSufcqa(r?zay#-A@(%JH3LFX%3R{X4icX4M2p&Wn;sALD>4O~I
zCA}+m*Yj@9-I2TBDQPLSDZ?nMD3_?fRD94C+7zlDs-t@p_muAi+$+1cK#fApM{Ps>
zl==<zR~lNH`!vxsjWpY|gtYRsezaw@@9EI#MCn}Va_Oe%5$XBp?dh}V#~9!kxEX91
zG8je~;TU-sZ5gu|$C*G({7g<vxlFUnXw2fwUd(08A6W2Nlvu)88d(ll@3HE$Cb7O@
zy=LQPb70G7TV%&(S6~lgZ(;w;!N6h8k-;&=iOwm*8O+(ldCbMgWy$q|YmOU-TbVnW
zyNCOVhnL5Vr;=xf_a3haZzk_7A1<F7UmV{6KZsv~KbXIb|C<1hfQP^<fkQ!NL3_bc
z!EGU0Axoirp><(OVN>B8;Z+fch>6HckyX*VqNbv`qHAJQVisbBVq4<$;&$TY;s+9J
z5^fUp5?>_+Bm*V8q~N7wrDCN<q_L&7rPHOCWhiB=Wy)lZWVvPiWxM1+a*A?Ea<lSe
z^5*g-@<$513V{lJifD?Ois_1LN(@SFN-fH8$_mQK%I{UERh(2BRROB<s>!NLYP4#u
zYOU&s>T2p4>K`@OH3Br=XyRxZYnE!BX-Q}$Xf0~fX?tq-=wRv?>Xhhwy)SkD$^BJb
zR^33|Aw6O}TfHWIBz+zILj6+%X@gXQO+#+OD8m^eS|cB$!3V?-93HeAV;Y+p*P4J#
z?wgdFT$-wy=9-?G$(v=G9hpm-KQ-U85VJ_J*s&D0d}6s}C2aM?YTH`aI@x;1M${(F
z=98_YZMyBTot#~^-B){6`y%@rhx-myj>wKCj?GTkPWDcH&g9NM&f_kOE>SM4t^%&9
zu19W)ZiVhZcO&;E4_xSAYS@#`Gt%>emxxz}*SWWjcdZYWkCV@^FN1H4@0Op8Ux7b@
zzqx-;z}<k*fDeJ<fjL3IAhV#JV5;DV;LQ-(km68qsD0?WFt)HKVJG4D!&@TAB0?h8
zBV{AYqA;S|qGqE7qq83(JhXi{62lquJmxyqBKGYgwnu4?F5}GO-acl3{Os{fyjA>2
z0#Cw=M8rg=#F-?~q~a%7PyC*&Co3m6q(D+)Q%+KiQwP(y(z2g|pL#xBeWvuR={a<J
z%Ja)~oAl`niHxdD(#)95uUQsZ6EDPGRA!T9Kgzy%Y5Q_6M>eM+mnJtY4>8Xx?_<7B
z{+j~6f|5ew!bgQyMNUPl#TvzZCA=jirKF_^WpHJlWjp1D<zp366-|}Ql{r=TRgbCx
z)t=S6H6}GPuM}VP)biC<)=}4G*5lO2HUJxZ8;%-n8dsb2n#P+IntNIVTk2a`T8rB5
zwq>;AwI_6dJ0d!6I{i9NyIi_Hbz66@_Zasq_UiUd^{Mxb^egrcyq0<0`$qgt=Ya4)
z+n~T;^IN{RjYB*`4a3~S_3yaf)sOIuG>r0&HjVL*wTwgeflr7|bWci6zMhhw8k$y_
z9-q;knVU77U7fR-+n#rrKVI-!_`VqO9`rtT>CRHxGU;;e3jIpeD$i>B2dNLkYnp3|
z>*niw8}1vIn-L$;Kc;O_Y?W+tY`5*m?2PRi>~8M4?0x?fwU4!*c|dnicPMr^e58A{
zdF*z4^EvJd(U+nVu9KcqwbSJ@$FuKWW6z1si@))GdvkIBV(Yv2CDP@yEBdRJYsKsL
zH;y+qFw6Eo-)I1{WMIaJ0js>Eq=c!vr3LubM1y&!!oqJY>_4m%4Sw*g;q#k?{F~*Z
z!3(}M_kN3o8LvO{vU7sjZ|x{n4R$Ut`>kyT1$n^iKfGBr*xA7Bx8^)FlmiT%C4d@l
zP>>JIev8nrVsEYFpT+(SrCW>nXYAilx;3GH#&Yn0IetF;7j_){V2;~r{uhXH@PavR
zEB((nvubegfjRz){%^+O-zj=)Apb=0@96(*F6fMe#{WO)-%{)k1Y!IFo0(wMvURj{
zXV!3bG<EthQvwSGvub*pdBCQDV8%K7uLiv3gTEFbXX)T&>0xVb$}HjRV4-T}VC(An
zBj@ep$G;ZF^_ze6kB<lZ{_TLD)-(q@$DhWuPo_~KJ4O#1n)KI9N?sd%FfRRDI8=CK
zAOUhoI0x5b38E%pQ5H6~OV-Z0v`bCLudRV-$>l1(9t7$6m^Gs(gxT{+ZR5gH>b$Qo
zoi6UQk~m;bpP5XarplRxTn@_$s(Cs+z0?>Lbo#WDRG#Oso)w|<*5>f>%ekBS7T*sa
zMU&BK9;Jk#wpT|L;2Lgw+3G5EM?RRAsY(wk4q;AgEe;`b>74`45*jvw)Pdv7a9#m(
zUnAViQNF*US>m*g#koPIWs#T6UnweJPi01l;bo1nCHuQz-}3NZiL9+IrK_*UC~N9w
z>IgM-Zb^MhUMZ+S?`G@b;p_(C{2_!|&e~44u+J|*ZYiwsd%Mcmy19Eu+L%HUbFeCz
z{sFUdu(95^weYZUHvn^R!%F!d4)8z4aq#>W`dbQKHkb_k?f5Ol-{N4Yq48Y2{19$#
zm@a``xp-jm^8@DKgXyk6kK3|1xws%)?7R@pTMoTV$p)Pf{Kd!6X&V?X|6*mXpKpYL
z3go|YA3HzWe{i2NMmXe7<k!qFlHv*;c6NtPucb2z_dza%XsDqO7QgQp#YP^-Gy!bR
zL39@%1axtHkC8DR5H|DZfDGRg1HL^>t|=FAwS*j`Pz_Ji=61^8T>EUKg!rwuX4d%3
zJPpuvBzFN5umZ#Da9&k1Nf*_d*i5fz))L9IThF9!@76+)vXBjuq~~Z5lBAJQ)Ge?m
zO(i>M{OJoH$WBl3ybF#SGDQbE4l917o;Z5Fc1Y3oWw2lV6KZvniNoLd>{gTimCqzK
zbQQFfe({++bUMw}{I8tGemfV-`WvVH(8e$l{~`3hIE{z<7pL)Y{$w-=FO+4V+a(}8
zx0@$^HYexpq#ty$`F1*y7uM8&Fbntp(xA7!(O;{hq^hqgCCm6rMX8v&xjB3PqxeAC
z2i9@@V;%lOTDX6cmfJq!C-T4lb3kJ_csZdn*-!}pb8*86^y><PexASQg2K1e<>rTR
z{y!f)oP2+f<e%ezlmRQ9n~nYUDL?;V_`qP;d5ahH39x@&sLJ^x9Q-q$lb!!I@6SB2
z@}N)tvlf3o`@g{D&$O@-p;9UB1XWMaIU6W1IEg#C+x~g~FWnB;ZyoQy%PI#C_wTZr
zB<$47h8F3aCBa+GbORriW-&OHYvT{pD}=*LLhmQ?`z|seAB~YPW-a>UOw+X`lht<K
z^EhetNV+v%F`aX1Ru&_lwuMDLRcBOjF8dz$`^&=E$&8hbV4ev!HKFsRmE!YqL0=7W
zVbiRgj&EY~MT{lmguJh}aSOh!l)VxbC_Jyz*VTLd63%}WGRKL?tCMU3&>4@36W2C3
zYN^5JR1tedLZn^WT+<bWMQgGp)fJBw`1m9jt|mW8y0~jTCWN!PKX-()p{@9hRvLE$
z2t&8;RpExZB&ZzpjWcQ{CM5OV=L=7aXw9I=(q1ZSg;v8zsdrecG1pG^2D}Foi5DRH
ztO)IY5PMi_{8dggG*pz8Wd9WVzsWmH<3dH_SI_c)BP)OFSva6v4m)8OaX|SEroCbR
zP*DfNH2!~c!qUUeA3Vm%!wuy}9$sGPBqjH)65-`#hw#8;0jg?XFih=ma>E9(Q1t_q
z2R`V)@;0209kzQ58VXZLu-*q&!jJxoj}NBrV5LCugqHF1dfQL2LCb~?e__236z?Cs
z5LAhAaq-=Tb3kPacEaic`-eRXmL7V7Z}ag(@qyw1#r&2QT+n-1S{@!=sI>6imdABF
zRQ*xIpXv~H$Ib?Q;6EI<A_*f33<=l?ecb<|J#U}zSFZR|ZT_wl|3yY`hyDLrzz>D{
zn`-?j@{n8XG=6o||2g2ijs2t4+uT3%u}axm{V@X!9kj4RRWj7<F?F{w`qjhVS|5MK
zNKal`N?rAzJA|J@SJ)8vw_(*SbNx%dz{B&aZ{y|rvu}f`?|)L^Fy#tui`zxiKWp+|
zD#6>H=C9THvxS&{BL5qW|D~mFhl#(_^gru+EBh*@j+U(dI_8vsuD?Q;gqhi)qQwgn
z3=SjM(B0Y{!p_Og#>)d{6?Zp>Eeu0rpbMO)E^?N)OEu6=9n1=&EG!P18_fD+cp>g&
z?Eqa)h7Q*}EFE=VYz<~rwsm)hb`iJ3QV1_MG(`80Qn)yI!M8|4y8=t-&=4j78o!#I
zTEf!W*6HV3v;f2knhHV(TZV?!6P5?2{fxQT=)t#H|DeR*`xWpXCI~yUR($NxhW_!j
zGd@m!&fof(eSd!+gZrt6%ir5hs`K+29p@*KEcMc;4H_&I)Aps@9KP+(xthIEDDR8k
z?^F47{(Q?5d!??uz)5jQB?m2~3W!)Jly}e3RRc_J)7%9>XU-Y|L@sv+j+NMk)^(}9
z@y?>+N1%&LI1IXEr?B2@%(fSuePCY|c<*l99gQ4cshpAceG$<oFS@F__lQU-o+%Yv
z5g~t=MNAk0->kn4l^!_1E8)?5JqW*^aKJny`EW4$qyp)+$|u$F3<ls07l#m=$LW5S
zu}rZU5l1*xV$S#wf5Zl+q(HDmz?n~MM;p#UHfaVSsa!$(n24r;h)ckez}RchSTGJp
zWH0=BFDgarcOAJ-#LZ6|eZx#~B;=>uH34pZKA-#FT%U?Wa3MzU32KJX(Gc(xVeprL
zH>7N?kVu+X3~uo9q+2WRL!`t})+K{4KLKzHbN7PRe53V)kKRjt?G}}n8oLpv02*V=
z#rkSRd(wqI5D(;|XpiZL?8NvcDy6;MyB+k*6_w|u2pxqq()iML?Y8^2`Uz8EHJP*;
zBe7KSHk}{lE-1ELjU|mmJdogmGJcf+OU584mD-`VcZzhXi9#5)KB4!5D=)|caB)ss
zoGg`%bV2z(_6GfimR;k)E)Z9Oj1EJXLh|cNOyE*<LBrE=*0EqL=B2(&E0KpxbeNlY
z*o5{ZC!EMsnbJjLL>{Pqq{7ibF`K%f`+S%bZ>rW-u*rz18r2Q9(JqkKSi(rv8quV4
zp7ISJgm1H5U|g{Hp|nQ@MFu?%3dfo;;ly_VF30U1;|3v!Ms~(mJ)uzd)r#;-yx?&x
zy7CCSMyw@U!0Gy?&K#TLSd8kKXJo^>fXOL@upTUy-pzlaenNj@>p^Z5bsR|czHzKG
z@BTQ$1@#5@iHs?}wF!>bDqCfLtE(t^7t#?jdH>`&VG!WG==xzIni(}HKhl9V(BdH}
zCGDWzXYtPv-)BP7*N-nBULtABXlsT~-Q+Lllb9IlrrYC}`v7L@uxCn%Wtu@Voh17y
zGR;UjPQ*F~d`<kios-*4E$B<}2hv|dzstH%L>!AE9|*OCu;jiO)7&oGwqJcAGy3u{
zhrsmk63s}mQ{34c!``$#-G$Q$el}jvmDI`=S#`}f0DtB24KNtjxO;Ss_sFxS$FNi$
zeO`(3o&rXq9*3;c-LFYslU0*syM$GO<gSx1Gka2=OsMmxh&30Rl_m%vJH-nq3(E^D
zUZu3CP^A};Z1Z2NpZH#2T^O9yp4gvwzV4age5WKh+0De}&5>=<(N#J}+7J>b`hD~h
z=KL%_=hg-s2h#9K9@~njADb-Z%gL#tv7k%I77XdZ#_{_{H=rB#OTx`aq8o(i9Odnz
z;&eT+Y%Fi?3lX`Vs&VSX*eW<>{Do)?wMKDG%VLz78<v#EU>6jg9D}}jQ;;8#*P@rp
zQ}G3-@T_BgU3XmcXhzBI&mo=VQ};DKo#Hm58i7UvWM3Fn>$$r#&Fek4N*;eXYwP=1
zKQ%{dz>;)m47YoL#GUH|bujGup3$m}9RvPkJaB-pi9S!1UQDO=aPnScP>j-f;9EMi
zgB$p_HnALj;n-g!&`ash!0ge9mpbi|x;?E8rxKS3ezJygl?umR^eO~$D0ufic@^L7
z<B;8rymvrgHW-yhg<5m%XLA^)p}tj2qJ!%{4vNIiRd`5ELYhqA(rd*eEhkyN3n$Kj
z7soKaR-8bcL3X-!=Sd1D4_nHo_cJ7AjdT0QX3p5N=mKZdN#=?g>q&BISyReSDiqx`
zczcTZ$UKT%x?9^^X0a2_PW?HeNG0I|+vV*bEN3~V_ejW22VW;MKJQ<qzKkJjm-k)5
zmJ#%0%}YD|hWhTy>8WcCuaVK=K5w!?ais3YVh9ZZz7xTdt%lQOLpy>iA5voGvj(rz
z1=FecIioPX$CVFk5y$98PP!reLaym0D42p~W-2%0cj>(yT;rHXKOtFJvffjlMfu+U
zDQ$c6lt4{UNq261ubP$$UpC;S$W|DT*(0lIiWDzBxHEswKXkTG=ORo$Io_h!DIRTw
zF4+vbnJ`@4nTZ=;cEcu$`3Wu}h)}+YN<K3+m)9@`ACWN>?FC;H9$Dn+p7Cm#lnk57
z@?EC37!xW!9pmp;nV}vSdmAfKW?JuAcpFGlocof=RbLg$y{9)MtHzgU&{MdN>z_bl
zK$hH==nzRQnbodF|6ntmx^YpOWu+Nc`a2{kb7dw&0o5jZlQQ-~==k0afnpl3Lfn$s
z;HAvq<J~Kaxse3OcpE#7C5TsqcsW1eu@-gBj!|s1<|agh{R7-PJ^}%MR7CuPI@}Z1
z_jpJ%Tp@HUOk8{sQIXe?p#`Vk0x?3pnG9_ljh@AwIxE@QUcJpqv*<NCzPBP8W@?li
zIu%yu<Xz{qIL+9Hf59syVLYp-Cnq4oq;-j?T_ANgJ|)m~U%EPw#W48nqI1Z<pl0Rr
zB!+(jIOfgmV#ndqb2NZtjhahN*$G!Bo<Ayf*r|SKES1X8PiGOL#h@a2+3b-Sd9FI?
zilO|Hy9Q4mV|rw*#)FiK@tdB2N@Dt3xi|D$a+XEwTz!rC>r8!^h3ljjSf0jL+o9w0
z<H@~}J!4&;LfH7&ea-w%x(3R}L|lE$&iXd0tJnKB`a*X?2a|9f<T!fC(V<2U#dep`
zVcETTjS%A}^Njoj(F+j)A+67?v5%qa&+9nR(d76t)?)o5Dwt^K37AS0*feK1J2MH7
z<1pfp*Wqa+0(-}xPklcB!Ip4o+tk#>$IlDU6E0gQYaJznWGzdJF`80WKh@yL<If|&
zxXi)MbMo}#)#K>c-R@EWz%x*$RId#(Q~q5pzz*;sI$Q$nI7+pUR4LW~o|@nW8RD?S
z^}VS(T@3i<IAZMR^)#Ue2%jZ_NX8!Sr{=IVacE`6Ylm>tg#>aUsx+1C6VY>{ePD}_
zEf`N}Gf#LtmM}Nlq{V?y^a@b%@U&ljRKZeGjGtwkEUXQs`pb2C4MljSx^6Vq!$%ca
zAuicknxs3xl36|5wvu|1$g_S=lC<*rP>&0U0OdP(M4P^uzG-|}4)`zjlFZfkj>S0T
z!lM-L$`yAvk;_w_-5k{Qo3N_@HpgzfTW*#~#YzO%vx8W|ZEag^*brH(Sd%|Ja+7vJ
z3F{_Z#2#$nqnopPEG5bD(vsx8F-M3sPp)$Gu1B##^ylILr-8Gc4U*)INXB#R6U3lX
z_Ar`n@?kGR?qNctfX{Jw7Mu2q9Z^u#(Jl9CPUjIFy~omB->E--W}VL^oG$Y2<wuMQ
zH2)~76(Og($S10+*khe-+v`t?Uya%cj+xh!9e(MRD=A*L$zeVj>;FO^zhU;Kzn!3j
zv-Ocf>h|a9p*}C7yrH3|F@;_@LFgzU8e+I(D9@0X;P~jLF`u>3e<d~1V~}3`0)VSG
z4qd1MTrrwJ+Tb>;x`1^_{w!IFlB!j5&D99!(~3IJBr2fab0u=YJCd-Ae954|8V{fY
zNfo?T>3Mk%OSOR_ypyHhr^m4Ga|~l5AEr9COg#^rFz^Wg>?1EJO{@&}5%?&?9e`gt
zv8|Nu1S<wEhxL`)34&D3)Bs81U7mE=z7FJ#ZV#Zk80|}nYGgUMG$1%eVVIgu;?6GM
z6G#o=!>J-sL!w$){~lY3XC1*2b=PDF1^fe~a(D|LVf_FtOVm^miolL9->$cIMl{a{
zn-52lnxz_;Yj{n{;+7YK57*l79~M+Cw+68uPg|`wjuCZHu9AkxV1{<0`H+c;e{t>(
zpwty33uy;{y;7@aO;DHIu_(w$8%_ZdS>dXf*efO$M~dN7Qx6gxc})(Vy*ZmYa4^`k
z4^-s9jU+mHgP)M}&HR2s617>Ak1W<Fp1`R<*_eG@W9ZveoARpW@L!#p8m}~qteFRr
zild`LbOkDy77(5$nG<AO-XT>6;gpyN;gKqUkTkomwb-74&kEoa83q(UAGd+XH}FSr
zt8YT8fY-dMWg%674zxSAqDbdxtE8)vA<z#EBDNv9kgU>~;IqL$LsWv30h)am)-W#8
zFnXZ`qSfd=)?&*5TWNG#Fc2z(s7g%u@J@>0G#S|P;Q|@P3g8?W)MO;@h=6>sT~J(r
zi3piU0nj(8tx^E2f$kwCG@S~SPgsMnctayt*8B#mVsu;|9d6=BH}?m=Hxq4aiZ*yZ
zxH<IMB5aspD9Lh&!;<E?cwzD}M?I5dVd9`gd0ZM6(UZHGQ<@d|p5N1EHa<h_mT2#-
zEF9?e#5%S<i8Du4+0|Fyi)S8GP-Xm-P-!tRnV#Z(aL^ud?7yCvaqlq6$+C-$eUImn
z&)rru;<B}dR%SDw)rQt}SBuY=$H~4_Q3islhB7=t9x=5`J-$K}i+7u$!}fj)nvS`c
zk$Q~x(6>D;=VYx2pBpJUtM$t?I)}3Ovkr`<`4|~9v`M9a3H>_z$ydzQXn7UC6gODE
zXfOm?9<yom;N62isACAx)iN|NWW*nrW6*dsyX2w%amTK86CA{6)F;`1pN9Qz^|{_?
zq>XX8sITm&kqxr=izy$g1cx}ZxBYb~yn>v9@bp}d5?&J3C^2Nu!&A^LQhlQYMcokr
z)GQ1i5~pKPq~x1X$pi1S<2c2*K);0d;;G6O|8C9JK+?P(8=+IV>h9wL4?UB<$rQ<c
zV=*p#Rxs)71e39_6M_PJczBV>Y_S3FE9q-#+?Wt!sFOjxeU?{6mW(s%)aONY#4CK1
z6OKAxi!0AdpxqrO7T;oieJ3rVX&L3lQiG)mQ@pR|HcIXb{!9v$i|5Ky%({vd>Wq=)
zZQ5}v`b1^iD>>7VftoR?^?0~?kMHRWDU8>31aM-UE6c#|4Y=bqDO4}Bc2s}R#oz!l
zybaG;O=`1Jwei277gwonvH5<|&`#YFPxo#3qM@|kXC;-|Mr%zY!NDXF9-~7P1NhA-
ziDWB(<>QYI)Z5dSr=C`r=2At+GsSK<2d3FoebWuzT|uDEIHvQ>(Z#a~h5X(Y>HzC0
z`q>D_4>3p2*~mIN@l%heuc(u$JqE8To0mTGwXZLt;1=zr9Sy11+dDflXFbGxgJi)q
z-yY$g8(SGeUO}T+Qpq*NaHNti{`j1FDkAnS#%rEsqIVT_ywm*Vn$d5pXfRbMq;0%(
zD=MdKs%0iM^}ImEL&u8h+@+c2_fk`Zm3xb5Ut2vrQhcgH@!TowC~0nPt_g=SJK<DW
zC0_8N@NQ7e*8cI3i$nH@75(;xQq(W@i~)}mj6d9mY}ohVsTvw2!G#b;)tiz*%JBk&
z@ZN(v!6@{g%$V|W!1QkHvv*Zpw0DDMu+1jv6(}&vCo_f%Lqu`WB0@}?=N!gNOkQFV
zG~L@8Sl7*)N4}TgN=MjDsi~I-q$A_iBplAXI~~6b7sOeXlb;1Bz^IgXTS4a?S)9nY
z!Qfp`*7E*CZhX?^*Q@g+SzfY9tWRl{L)?*8-f4<ha-;(Ds!2>s1(+LUoAad%>1HIh
z1)-w@?8BmCQMP8TqV8K_MlU<&tklx!dIUV{L8+aWC!-13tO7Zh3AhaGg>2!QQl@IV
zy?7T)ujOhKbX2&a+MHYG(In6+Uz<_L;V|dbihMb;RmigB%<AELz@eX4PddbXd>x@j
zyCvpHv3LF;birmSWj5=jOWMpuA6LODu1B0HCtCA^ip3~ZrL2r}b1sG0F(L#_h_&Qi
zXF*yC3$D1qIBOnxQJVyLG6i$6R(EFkxdJeTl9Pu@-*lPOl>4Cl0OhMM@4na8Oy*`^
zR>^8cMBzlC4bD;>0*zAx1Mi0|ErmLMiSh14%J<~l*3ISt{yKy_s#6)$H~}<Kj_h}J
zi1W<Cg${QR#0v#GaRUUJ$nyibM^=TTcI56LJv|~B59r1@723!V5SGW>`KsiHFT5o*
zL|)j-iOHYxdi~3t1ZO`xh9upL7Ya6}i$EP5&FcF6rDqF10C&O$;!hnV_V$#iM0Ws@
zY^g5k$~@(-Ay+JeRdlNR5Lb$>1{3M&t`hcbBsy@6C9o5ZgrD<MWr%24mf3UM=$=@&
z-CisH?&k(&rLANykcwo^HfMO~?Sm!f(SvR<+V#6@(lI>M)T}?QknB9)%cL)Ss8^Jt
zR~1YZpc<beR5hWU^ZiwnCfjk#LS@5Q*5k8_76~5f;x14B=k;B73mcm!JS>8}xL)@k
zXSkJGQ=Ffp7$iMDZLdrqSX2~F4Wo4#Mh#%r56&7fkNq&R6efb@Sm1s=es0LquhA0A
zej=30O6S>KX!mr28kgtYPSbA0%Y3yQ4qb{|UEhvJ>KAR~s;2$)*|`QpyXt4>T&E3w
z8lum9opS~TNjGo;FuxUl>BvuDx)}ME7C6;LID1~r+Mj4|UxpH-jr$c(9vy%hg4YF7
zd!4H*D|LoY2fR*y2KV6J2_y)pPT}sy;$vPyt*+uKrZsO@-o4okCO|H2AjNG$b#KG-
z@MB9!TgG0cG?-$3e=uFjCa2?6V)nFPir>dB7c#kt7hm^HRf%ciOB6?Qb~o;ahi-tz
z_3|2G=c@UfdY8{FIFFatPw?*MC2cS)&92na@$q4nolxwqOp$aHbvUTTcMRPd+SmA?
z)LBBE!Fo@W&*A>SmnuezwvL8Q?iCAfom3}R&%pd%)}ZLdYfV1_%^1H`k*i1BY{7)0
z-pFNdxJEN{OIf)HogVYPUUSb1H|LryK}+zIxu8l;`i7hp$0S=RQ!IB+#+`;#^J8Qw
z)kz^Zr>S~OC;j>4!rc2tS;W03S^L8^^ZSt_xw#W-JqO@ZTb8XyFW)n+0)kMSz7}*<
zycZUJC!C>j|7G~4xSLD$+5-dLcn@!n!~LM*jDrp|f<o8pioO#DHU~>>js7QPA0|~Y
zCN`fiAgNkpI!P8%=2ohfEA$kg?)BJC2Pq3V;qZlqKJL;SE5fd2;8{mTDSU>uFlX~|
z_=!G`!V6qb7W#{AjjdOG-s;5t%7Ag~L=J~1(7nj5_naO{LBe!(8vOk?&+l}5G!#yk
zSIs}?wb>-3MkU7QQ<hRj6&dG#R)@C5(vim?TcTyIU|uTt-lxSgm*i%+xTX=`)c3V+
zYa`WA$>@WZ&xFd#xuIW8q<zF(_bR0yk&vC8fvY7Gr`zymps<I$eqwNli~p{<)5|uw
zGN*T68Htqa`I=R_Z5)Nh*-!nRgPUfKHj<pnuc9_|KXJ5`cx{n)?^e9mzo{ARVX=j>
zd3xTOi-+vk8Wr&a$A!!D3zC5t(!HT^{APwvKFiRzOVDe+vl7)VSh3_v$JTD`aT$x|
z-!n92>voM)h+c38TVGtxi5BY!_J%(XAK*U}+G^X)r_HPqjQN67Kv|XN;-yNhGkZ_@
z`5LuCt@GQ)S312_Ht&GvN6!A2si~<hXHLj@gAUYI_b-|v@EWm6@TVUPSg6!QHHpa!
zC_Ws(srAwS?*9rs)f&#=y}y-F>M1#g`e&2W7?Oj#^PBqzrDvZeK7PI&UZ#!rINy8S
zuv<IeWjJME$osnD8Q7h3<6f;`QJHGqXnm8wn}wLn*LKqVNj_Q?*0?;@4X!3d`m=6L
zr4<%iTASBL<EBb6hYhG*#7iSS<KicFb>gB{ej?tj74FXEag^rY!^7{|J8c<~KYb*#
z7JhscD<_0orIUgOT2ii=S?FjFp9<k_yq}}-Rz|5@gb=L>lYFX-97)|Q2~R5Ka5~$}
z`((hP-C;GQwX)SKCb77FdjAX=z5sq4Xt%26j9F$|-z{9Sbr&;;n1xvJyh3q^$%+++
zm~3q&T|ayp3CEf`2mSoq9%7RlP*G@s@yaQUXFqB=C8SFiTQo^K#{RNY4_8ipMq|Ml
z2SYogc!yD=M+f80GcA)ssoMKf1ttQng>^omV=nYov6MO=6v&*hGG}r!>4I~`(lr&H
z!E310MW0)V7Xp$f>%y3qRlF>oGq!S<Lgufo9rraewB3fsl%hs+lT6KKe7qyFGTKiS
z_)Uj1n7FJs7Q>RvrEy&}x0ojH_))HP+Gk4;!GDp-DRFSv=QyuFR~x}|ZqT-zdgeiz
ztPZi>saNHmj%d(srpfgV)>L74i<%j*R7keL!(z~+)@0<@AASGzqmRFy=ZA0oGzlDO
zS-`yfT3kE$UKiagOgAfOCVG=tHN;XWiih~$rh1-T`O+5oJl9Alq0=J1-yaUv!YfHH
z&lLhisx;DT(jv=QVtI$4;PqgrHIGAvS`=FYU5LhGqI1SK1UC=Vv!7)1emHuC!kY1b
z4J&zIpRIVhL^wv+1xdb^_npmPxiSeIN=!wrEoo@popS6zU$vGzxijQVxJn1?1fgn0
z-n!y}$&f+00$l2+Jf`!bToI*>3%jHRiwDp_i=V;<R#~~7Ky|&DJK4MO21L{ZW`@U(
zH$_7i+h4kM-Q^#&x9&AQswW;<)3lP}I2G?aH0No3-KX_xWLVkVxLrgerATYS0U1Xo
zU^M!3QXG@!7nkXC6)whEb)_Ej3~iT8BAz$q$Hm__*Ay{&S=O<~rQJylwXke=Z0=I$
zywg&aW_hNBpRWBTv2gsR$wNx-NHHOuo7gi?&+yG#aDBRCIe-8C)mU<4@%)#0t4iI%
zpkV|AOuT@S)g3sQO8RO%CEQHbm%RZ%mUEx=67+66#BO~(<t{T->KW`3kji(BXDuNS
znp^lxz6c1abt*by0q5ME7GVz0?$Fn+L~E{@C=7{Tj8wb&ddL;U&m-{SFoN!35YY7t
zVc@=0v_wl8NR`UkWFONSa%IdO?=p#7@@wWD)vT#+8D1Y6caw3%2yGwQ%M3*H8hx5x
zTK^t^r@`^|{cvPGUv^H|dT+^`j>X8!VPfh-HpUEMj#QAIvIqqs(X-lb;c01mRo0dz
zoEG}+8bu~V4`^_F>+G*Q-Le*97LGb)?t|J#{e+U&%8Ue_iWg&-Mk+JCS1WrgBQkuS
z{j<v$aWTeJn=_6%3MzN?x6%d1PUC*^c@IYa#>1Ii>rx_f&&Wc`rxOnS#cz%A9yaKk
ztJ4@pqDYU^t*D#`Twz=#z7Q$AN!cNxd0SF7YdjG=dSZa{#puetkl>UxBdElhoHJ1G
zCMCvgZ>f+Nhnkb<^xXwM&i>R&X|T#oAdVyFHzlKs?<aKu*+D%X%TkeLc1nKwo2<*z
zA6{d5M`tuG8GJga)WDVAQo|nqvi3E};1Wf!NWnp!#i`%#g)eC@O{5|lL48U~Zl%g>
z{-YP(%q=6$l`Y$r1YXS}N6(CVW?6-CyOXF%o4M$XxGQCa)0~<yKe*8M@bE<(ia#1d
znhgCoj`|S$`zI+a(flV5C7!xc*ddLpC@Cu+K3{Nm^t5yIbF^dml<_t*9gcqn5qpg>
zdV1<R(hiSMJ>`MmT$Tw*xGS2fLjC$oer+vpX>m!ZfZYU%63x~AE_T8N?u~_^7Ko2M
zQe%TJC;FXruk9xKnW}X2Ih^FB94kvc0m;kK{-yMw=A@1<>BA+LS`AtyCQr5Bm28Sv
zP>mW|dCPchf?jnvopA5fwnsM0?w+w+=;5SRXm4+(PkdlzH-6AzzQvs3&7B=QmqG_F
zD@%3bPpDwh`NZ8+>*M&ECtJ-y<HEAV#&m9pXLXo<aD*pVqIb|jDhtP%W%zXQ3u(*y
z_qjVW^O*F6=vn=C2CA|C+-=u9{Bl<W;GFMy^8<-SDvY%bph(NQLC3G@aA{qY<wn=O
z1?O;)uieKDU(}EKrncpTOwjA;I}H}NDX70BJ&5ODayza-d}Mslc0k((GVoInFB2jb
zsz>w2R+rX_WmqGoL-KJF(D{&w$2>ocoKjJqKWtQ?w}!E8HXZ~@nl%Zx**ljkJh>1s
zB<(LG1p1k-W9VT`wD2WSOv}pJGi;i;q(A4oKkDXH!BlH_U!hvVdZfl;QCGV#$}7`W
zVR)i}22XMM>}!JMR@#;hr@(PR=(s~(w?=!A7iCI;mIa4fy9gC7zrfSJW|RK6mQ3ZD
z<m^+b#b6J{Af}7<jib+FpO5@Lv}Djz&{MScP)FPNKC&{%hkhVuHSVK%MY1F3eu5t%
zi0~fi5ZiLY48E$m`uFW_N%KslN;RuuEh=X7XiQ%D{%F~SH%<5nr2~s8Ifru`Iy@gq
zClf4B6Uc}p&B@G-j+c&KBp=rvPbT^J3T5IozNs*sdHX`=gifHPfva9qeR=OIw)6ZQ
z?Vg0X_<OQxvNo!U#y7|~gp0lNS<-du#d~~I_jle!)2hA&j}kjS<_r1+!FcncM`Hc>
z>xy3)7Rbc}WhgH)AVy6>fqY!bm8*0i{OjfAb)^Nt&c!?7*U@oXk5h)vJL4>>ut+|v
zp|k`u13x1g;=e1?=5r}%gu_;p4tgZwgK~_Uh`mNeL-_)JXS811$7ft|$lBEUu>UMK
zm%5F7Q=1A=x3I7`T9xBLHA7n?CpCHE^r9k1Kcw<wcEIPsMQP&`yDs^Jlv*q~XR>O#
zsk`bnR8j$tJlCalq??;E;O@HCg7VvG_Jzjl!Y7n<+XUp(>iMf(h2fq~pfvmRa(U;I
zfTMUGm=-w6t+is*jMq&gMW-$wvMt(+RGAfNEh|Y5Q+{zFHtCGpa^v1~<Xo5fI6h89
z(QIHJKOtb`+OC?spRyywl&$%c8j~DN$Zafr$4Ysj_5+%@4U0NfrsMcFoyzl~^1(W?
z#@%=PeyOo8>7>rp71P;~L-l^zD${wyRvN|*<DSp>shBzGIV`!Nu2fu!Bi|O!&{+^=
zUs<GKYsfHTHhQFY6IVQ7nf&6gee|(tRR0}*Dht679ns7XKVJ6TAvXGY-_IXO_aYYI
zkjla=i9mT=V`z$|S)?Noxt$A3XDS#s+g0uxBvbw+UneL`iKX9o)jD70tas2fzNJv*
zx13#B`s0|9U)e1P+P9Xwl0meFpYy({NAsJdnA*5z(LZNFpL(Najw4awNJ6wEEZDtr
zwbgpPD8%I_^SR$R@+EKlqnj-s$;9jF(Eda3oA<1-%g2L(Z{B+w6nOjZs-s=XH03-}
zWwiTF73(w=?p3(n+V8t6-3OUBp1Y<PYY$yMzq;wj57vIWjPSWJ42$fWVs`-X<_)vB
zaCFqRWHH_2iYX4e1wej()k1kN{?M2T?}GG4^>eGP*OQ8SDrbkCi9*4aRfQjwE#%pE
zYj;O0Vm=TYd_P@1wVu`WWu?6?Qtaq1x<LX5mv8@rpV)8i*?&5f{Bn!=<tFk!xQyO9
ziZDaHt(c+CID9-%4?-@UpROW2+}vDHua2LdB3w|fk>5N;V7I?KMfm>BQv~Yr{|}xb
zKOH@w&LOvsYyaP!L)f9tA+W6fm2(I?Kh&4{59bhecHaMR4ng(Nnx5WX{w}l?_|enq
zi984G^WhD4d8>hB1i2_7Y9LC4EH)ZVB0^Y%JPi>39Kryhx_2BJc8PbRk7sKiEzaJC
zP?b<t!Mt!iwV+?nK6kAjuA8)YjrXzAokra8w6p!|_rsed|IU%O{Qmp(v&+!S%me>@
zi!e3`x#$K6n0v(e^Cs11ayCL0HKV`a#hT|0N`%Yzx9H(ddgTj&AIKu+E)P1i+X<|$
zE79(%h&?2KQ14~#ohiy5mUuL>TNyvX`-H$jy7(p5!~U|+m)YG#kbGaj?oOFMQZ&sL
zNy-~T62p0{Dt~XvzH@)UsEa173+paX3@KY9S?Ae3*|QbEsj*mVJ1ZX>Ve7pws05p5
z9cuSi1h)dM?{I_(m0qEhN6E`zUjg6dgDpDdn&&zhHaj1DL#;Ed+bbow%RuJBda;<$
zcCol-^NB=6v%H4Pc=AS3cwAp>HV6lk5`c>Jc#4kTopgl_^@#NIVx%R&A<OpDsP}Xf
zj*_!ER>hXNMsf*hx!;e8>M*ac3-Wwzh;-E+p$#OEOO56>nvIGZJ$^M_RYP^=%;rb0
zA09vXO^iG5-bSR}nF;!_gfZq@NopI!^vK<DofG_hS*ExY;N{&q5@D1?L~c=rkh92Q
z%wQ>r8poOyIOvB!L6A2PaJUp}-t4#m+ZSqGB+QqHoeB~v|A(@33KA?@(`;p>Ds9`g
zZQHhO+m*I$+qP}nwl#V0On2X&=<bP$I1dN0-@m=j`qvlJ0a?k<w}Z|nlZ#>t=N+RM
z&!T_rr^p^N1g%*o$TkuZCW};2h_)FOl^@@NzMzkf!e<Oph>sGH0HxWQ6AI6WMVJ+7
z&PQPJ3tKQcZ+P~3mSN^v=z;l-Kv|E;x(Dlpz>}>B|H&j!kC{q5co8{=Jw`prgYCo_
zunpqDon;O1`~#ak=nKLfurrif5M>6bq8}S|pKz3*IWCzDfhoN$6x{?q<*2-~R;Q1g
z4V6YKb}YOomtPTD77Ct9Fud2kd`7C~h+`I7h~qiG^91ezH7t+dgzydTjqMF-;tp=&
zUc{ForH^vNvTxKC-SmXrlPfE_{WjB;#~WFvC;4w;L+oKeIHz#lf!dt_dBB>$@(fST
zutC$x)Jo|}daXl^u-ZM?2!MKW53|s(dA=fYMo>!?7-pS6-g6-5U2w`>=$vL$>LG7@
zV|b1~uA<AF@XD|bj#<E**bu%wKyc2WE{Gd0L;zP1E|{C&?qHuP59B|v2iY5n>SX(g
z%Zb4QSz82L1rbv5zN9bbMabjB4wEYt^e*jI(DUB)P5`UF%r45!_zTI4$qQwV&5cig
z_72Z(`G6?AD7-I1j|jOaml|){h<sfbWDHcz8&8Z(DZ4p#W9XVVmoOI}R`FKer6a<o
zh)>S~{W3%5MCOFo1fMgM$v$Rww>y$nrqg3#d3WfmL1it6L4NJAKFyFesFYq!7Vrl(
zR!29iXDOyq4#-W|U<t4zp@k{1dT1MfaxeD<UneZoo1O@yZxgd`RWQ={760?^3z2Q*
z9WY<OoI)I5Yi&Lr;p1OhBHbcBya*@ws;>$UC=&sRjXP?@mV@|B`;ZyH>}k2YM7&76
zSXlwbd%_)v&3i_!Y`i4AI9q>N_BD`N0JnogZcw)(ar!)ZM6!Ol!i(I(eQ<I|>J0Go
zRqwO#R@>~l+_L?QqLFn;vgY9%$BD`V%!Q^O#OSYtP#u8GLCwenk8&9Xatc2ACUpx)
z$32gLCZyTRmMRh_3LVM?DWWljs|##OTgmBWxcj})JtCZOoe7*VpwAks7g*^+aA*lv
z=Pl2%{M3Yc{G>TZ<B4Bj5z(prjP%hA)wI>Mt(IWz0aymvKre9b98WSCq4l<InpDlv
z&G*zZZ`3p2D%>vscOLM>#i`eF>AE;ryxj$HC0Y;nurBDg*&|+#M5_@U3-b@kA7GEa
z?d2;EyyL>XBej2b9{3Ae8&r|N#f*x0hgj!n4`AFJAK*EXOyPs=+>)HG{s9&r7cWjm
zL_UzYf4{SL==i~K(6C+FD5#X|iwH^B;1MpEXU*x-BmDWQ=gk+$vkcJE@KFyJTFloA
z{}yxcduT3eB~vVGVey{4z~^$|1C&0MbHbHs>BV=Aq5Yb=>fVDKU;|uct;L-bWN>gO
zKu<<|wQH0>AFhN*1K3u&G>^qc0OywJHH(&?<s)K3au;QKT3nO|YL;M%U4ts`XS!UZ
z-NK7(8&g^=oSNhdSwQDy@)a`I@(QuFVpE2d*HCc&i>nPPFLb80$P~*~Wv&+Z=dkMZ
zB!ZFJw5rs(ps4BKNYHjsd^zloy^=7bb`Y=<*}ULN*`H!bg2$0@zGu-8d+89DC<s%b
zc9r$hvx}BoHh!mu5eL-HSaubs0_%A<59=vbZ+$rjK_#ZB*}S9t67HtMnGCAMMXEc?
zqOzk)9b*^SU38CVLY4mAOZkIY;7J{8sl;t6Dq2%(>HfYW#h5jvdWE>;+8Q-A0LZXQ
zZdm!E(eVhHmT@Hlg|%f-xWw|gM)r;(tcXO^sGJ}Sh5XRRpW~6JbBltTJYyB}g1%kz
z(-LWRL%!W0447#!QHQRzxO4|m+94({QJWOOhBg`kt>raDNxfvc7<chS)ua(7P)$Po
z$^_mxW0k;`;_>RLQ_>E5_L|;e-~eF{UY|?7TuEl2ePm7f7Y3lHowS#e@`NZc@N;Bt
z0ebTGai-*eCo;~xN8!49BbnW@o(5dCR(YDS$yHc0+ea|@0szHe^z>W>iBuTHtTb|s
z*R0!L>Hvu&Nx+l0ZGp<Hd89k{O@gBB8}{yHgKetTtMrTZl^*R78?R`D#dS-6u3MiB
zU<Dl}&+7gle`g+5xpG)$qo2Y~w)96%W<}j_LCbi!nn0u!Avfu>YM#fL_h0Tt-L51d
zQH$9I!7wofzMHQVCoy7kI7bu6x7QmnffNdZ@2&k!DNiE<H48Nu-~(8iIWSk9S)*JG
zTql8I5lgLFNZ<useSBBh3c+l;Fn?TRM}k>}c}|p7#lPphcq2#yGob-&jr_Gb4>{7O
z65EWY6SrIzRPjgVt{WByi5n3<7kSvMXFF{`t%roz4jPz_D4M@KXB~@`G1MS|pIT}U
z=#*@pP&yY=JZ-?N=U94=a_7gT8nRW`rLb9FW>RCKpi;cBO1FYn3Hf9N`B<UOMLG#l
z1p#e+aUO?kbpcTY?(|T(l|nFyb&*h%m?S+Oq#~Ea=y9nowu>FZuLY=;3#FCmrsG&~
z{>SM7WZ4Nj#vKHA06LhRz1^LIpGB<q$_D%MXpxITMWPc6qYz1p_M|M!ueS<Tbh%zy
zeH97)!q<NCO?H~sWO}SOYp2bxqxG@=n0ew>S}KXdq{hH%dh8qN%%`p=Ci;mKZ334w
z9rye^aH0mmiMJE5CNU=YIX5z9c|^0^kDTudE3iU#YMF&!14R~@Ocj=uf2JJfg_$3l
znva{UB!UIX8l~`NDsvzVw>S=$Bl%w9RKfs;w2_*$J!d0FH2%4fVX2q%PP0>7g2Wx&
zluO)4?ToLm5`onNsVm(VIZ*P_N8~BpZw}C16{>}EO_)@Ll*>p=g{&T${BFo;8E}8x
zJ)W!%djFBhw6kssU?)~2zL83T{?~arMC!ApD+@33)n|Glm7=j4Oj_LOH@6M7>>=AS
zxx+{H-skr^I^xC%&+Cu}E4X3zaMy6``sz9xehDxXoMPNqHFycS(k1zl*lP*6Ikyu5
zQh};o6M9}QW(W-)05%vlPwNAumxV`|Lk9kAm-I2KH+_zu{os}Kv3+3|0WQE6#EZGB
zVopHJ3`yY0T(}pCfZ=nHN@ky!Cr#WA9<1ki)J{{B^s(qWYjoaJ0G2Ee<W$s?N^ZF)
z5m;~I9ct6B<0{`It2d3jv`ii$%#bo(mJ&!SJAb_c2~X=TX}Dm;@*?#`(9|;4%DZua
zl+&<JJWO3c%-dS-E2t-^C~T5cIn_r?z>QOTKHFl=A!-2PKB*hznKlLL{6P5O+w@sF
zXvW*4-C9p+&#aC=$KhyfhjEy!mdHAvPpnPY)KSR*Qnf9o#coqlJWdCp^}rtnALwJg
zy*UFm0K|J>8Ge?$esP4r8O*n{*rTteGL?jVL@)$M!GcJOOa4|;!rZnA9TJiNyA@Z1
z^=<D{XCTvOZBu74<{1+a!DSiyhQf@DIAL|Brbvi`vomC>h-5wQGx50kUxs8lG8VIB
zgz&Mf`R5xoCD$SXXmzdmxk9p@BB#+f@!_jvFLH?DH*`U`mpr>(vh2I$@%iq)oRA6c
zV$e>=7QZkAE?<BeF7c&}v32pc0P=OT2(bs(0oZ7<idrvkZeW`D*htXb=UzFh1U(k3
zDf%aVMfs2eEzPwEirhYs6`;lx5!yNbrWWk)xfpmgMJ?`4)C!b1;jWdBo$!Amk3;*5
z0MjFfr;qg`kiPZ2m4CNu1@Pj}2pRs^8??i<nS%eGaZhlM=fp(fLB%G4;W_tYNx1Yp
zCUx{CZIj}(hrjN>&za{_&Ae`P8N7!4z7xB}J8^$0a<psa9DtI(^;<&NFt|G~1^TmJ
zKcLmWFS!eMyh*!oG$R(Ayy(w7GREyGegP4wa5_sexRrmmB6qyDo39v6*>l!u2cXi6
zTQfEFgiwb*D;{$wxX`NqQZNAm=+wg-EwYWYF74}o2raRHhD9=;&qt85jswM>b0ZWW
zO=_Rdhk}@8YKx3mI;$Iw;M@TSY=qPoNhhj~h=d&h0;PLiyf=t2oAYb1e^!?s5r)iQ
zCv$d(>=+C)xC1=F|2j+>$j{xxaSsvEA)k*65$g7fX;$|)qS0)q(v(8YmvUhUI^+{%
z7Rt=uZ!S}NZ)C(w9GQr5@fKPD^l)|`Y?Y1iUZE*d+l&TGZxzmkvIfr8vKuaL&x8eE
z_5qQinD>xqX=pa|2KHvq^Ne-ko*22~w;fh(2iNo#;u6RiC{HU@1SFe?bB-JY3#dlT
z%F?A$`?4Y9^AT*(tDzf`v3LJFZ!NcWK!=vvY+HkB2ZQbXp{v88tAnAdogwSpp|{rB
z!;KZFjTL(8OqqQm?jV^xgxxKgJLIhah>on~JM*k#wXCDik8!~bShh}hrivK+<aEt_
z)y^EIz7}%3fdyZ5WTmyizp3W9P*RDpr&}O@V<8BLwu1kb*{R**MTqRQ**4p2U=D-X
zdzA}xkzxnk%(Oct3s4(qxHLB4UT=F}_(=8ql(xzEecA*NvETl^8xmnXX2`fFlioEo
z{T)mfq$jC|8jm)VwL3(Nb}<^88(efWB5N-}s3WXDN(BX1D%O_!O3Eg(Rawd{z7-#i
z98(*g5ztOLBS)fXhk@^8*My0yGQM%VXK53U8AJuzSy{74Vd;wF2D5_e-(6g@E8Zbv
z8~~+QT9X+TeWWNXa2cN;+d5DhaYX1~#C(Gr1ald5wP=6s1&&h>ahdpvYk%>ZdjVD~
z{uR2hX-N?WylIRx<fF33u4J)V^7#N|65;kp;vbh8qfP@%^AOQilzJkW`mOWMDPWOI
zdRl&CX(Q9Kq5#U-vwfvNDV6}<-|0rCa;=|i_l+>+y!XMu_UtcB!qz>-*R>n)?Y&g}
z?x-{*QhI7u1{7_<J&-?^REDv4sFx=f@ZH2AuR$)9Tdiqle0g;@A7yaDbVg9%_g=fE
zgf`nkE+-VUNii|Nt&E}PH_%JqFfH1+eZ(qE;K{qY^jnQ(HGzY}rD;QupiqqF`^dO%
z)O$TbahT3iw@&O=9USxSa;1|lY_$$|&4-0g!V|#tn;7F%m-nYTA|6vY0X(Ol#~MLg
zxw|fIA3v2<T-;Gv(zkq`rY71e@px{TZ`L6;Neb=5KB7DVxbz4CW&aKNh}ezQv@T-^
zk9PvB;j=c4W*XadeX6iRsm+lIgB)<jfk~QA8r|ZFG*i*si9;y+r<*UI4<Ec2dhCkn
zg~8FZBzhb0<#0BrzK7IG4MH_z6{A!1#UeN9g@@^ORxx9ATGZTdE5ZlZ;(eOJ+TYWG
zJp_p;YOXDN`{z-v;-{=Nmnp}okKHL47cW-(S=ZSEO?^vgvsm?}#*NK312xyxDQd6e
zT#1>B;-~rd)XxiVYo2bMMx9QbdYyJ1mpJax4BcqE>3b3-l0_0G5~txngCd3nv^PkH
zV2=K5xlFn2*^Jq&+05B&x(v7})aevyk_>6i%Mr{%kyJV71dKxwrTjCw$r5KpmNFbB
zbKrR0B+0l|-kbCf<L)4x78^n{!`F=9_NL9w0I21oL!(NydQC<>kCvt;nsMvVu{xUS
zN$_Z(GD&CYi%k~C<r#weVC>c!+xej0DF_RP_D`fuBM6i*BZ046|K8k20pM^Cp}BDy
zmPpy?wfe7CX35B@zI&5hwPEv+q1#YiWF^EZC>p44_%2Li&Rw?Mq?>?UlD^?Sn-HEq
z_f53WA>V3`%t2%|#)G*cN?THWIJKK7cjyvcxnInb87NcF&3<^1g@wc#WG^kYUz{^j
z0cJs=WWV~ZBW60ZvX3{XHs0VfaI=PveADPt--MGigoTp?!Z*vim0U}KLuzV!t{9MC
z60mCwa{3v0uCA|bECfEShz5}gGRVn-;Zc%FWn-=fDiWD=lkzPyB34*uiP>v|?q6t!
z+gc!(5|iLevhbei0gmhn=`hDn{rnW(#&Feh^M6w&130Oq0Tdg#hLMZXO*JD)N|{l|
zzQdkieEUTK6Ae-{3ipSkhLX)gs<ml#`>b1&%Pbq7HmJinU>e#wvJ)c`r|fA_X-^c~
zr)wl7t;9RH1|$-;n;f2_3JcVZq8eCfpDt#9$IPGCXKWd(@CRu3-(!kkx+!~<<tXW0
znXZ`0-a~gQ%a|=IIUo|5Uo>+QtCRNW*YhP?IDK-@Ct1i9pFNTpX9}dq#c&H$E_<bz
zNsS|H1n=JSNH8wAEwl!jrp?u(XVp@7ogqO$sT+q<E69`sVbRp2keGwdJHpG%x{K%2
z8`w#=!QEpHc{Wj9yN}lL<{zp?s^_!J1nSe}0>?+iFN<PGMyN~d>gXv8=*4pc3|H-2
z7EwQ9$@mYK*`YF;5o?8^R{_GZ!Rw=(8bts-Ph6h7w@}{%0EIV}ROk=iWbKALXH~wx
zW_Gmsx2C&3Azq(?UwEJFyb*K`FLlqo_dnVscj9>ZJio)7r!=0~EW^k{H?P++cs@Tj
zTXo(;dlPDC-KxP*pOs$XaczQ1u<TE6el1){9`QdTJZpC)BW{OZUur)M@p<0pIzP|U
z<zjrMhS%F1)L%Pe+HxMVp0i%JT<CH|!HZPxqd>b4*l{dYd$Z5yBEJa`5p9D{3W<I;
zm{&PaXK_e#gP|%Cov}N$r;*Ej^Ghw9+1cNY%#$}teKw$Du5h$kysdYnbDIJVP>66-
zYLY!ljZF5LSvDj-{p@Ohfreg=PEm+|&KTQ8_#ld&CN2pGI?Y3bDxF8#$-0apfM;~J
zm`H8XaGw4ITggZD$|R~_cJWf!>Iq{9OYM@yJx57VjzlLnAzC)p++O06E4d+z3Ib-W
z5u0UnB<gCQ*#`UT8=cr|DyHnp`HqV!sDjyQBuEXaQ;lIN$SR%y0PJ1V@Mvkq$<3Ly
zvNyBG=KsOtEE3Ej&Li(1Ko4D7O08hh=L~OOPd0}u7V8Tzx_2;s&oE0f52!qB^9<n2
zF0nHOnv$$w3sO2&8XbSMlnY~X2%oN1O{bb1vAr?>xb=O1tI80JPI74hHuE#{E)yCy
zrIfbSvecJX43^w}!#H<b>nJ#Vl3XicAtZhks*jSAOMa(Mmx2`1n@}Afj~=m@)Nahr
z-zaP=y_gT4!?=$`rzjB_H$S+PdMJvhOLWR=wYKsTKW1W8s#vOsyO8!W2`<R&%*kbC
zlOxbg+XEBPOS0u8zDB@qG8MN`c5dUMkT7D@(_e5~qUKgLWw@2hIiYs(A>6(e-$9ko
zkM)VIt)<jcZks2z;|$X4hm-z_yi>ivy#Es)V4QmmQdHf%hYnIqlK47awD^8rOhvYu
z*3oF_GWR*!KJSczmGP8zXgT&ymMkA(S(lPwbxSz!z0wq3y8l9&7P?VDCY$0B@s0Ow
z!#SvPGcmwGCKx4JEh>mUr4;FQQv&M2N$U6I`=$%I>+A>}>l~w((Sa%T2MKequ|%_l
z)2^_a%F&45`RNO`EXB0E#56r7^KI<4iHs)^ivkd{Z_u4i@Sx?HPZv13wlK!ub5+mM
zj>f)l)LKEYq{ZHyPmKHi&*dEP`w@GjHK-2Cs^(g@gF>3hOd%oSW=D1V@zwABj|F`$
zp7x_EjcgAiH>Jwr+leY`OVn^6)b?{c80ibD-WEgax3r5+hGpbR(h}@A^5i#@q!i|I
zm?PB-bc@TmI|T?EHTJKkJT<O68{Zh%cHUMr5^_EfKnq6n$SA4x;??4H6J4FVkBxhb
zX`@ql^!TyDB8kF5O*?lemG~~PPCBW?cmgEiHM|_txs$-Y3u~WI*)E^Ijwr-V91|#(
z0#Ug@@*^0IW*G^A@o|I{O?i%y6j*9%Q52cf+0{+Iv#Y7LNwOR7=sdpUKMbi@X(UHL
zi88u}<p081vk4cpYj&DL>jOOtMT|7R?;u)PoOdHbVXAJ0p<$zB*rN>+No)F5R@md4
z@31zmBoH7@^tI9V&{E@3S;^I@Po$@+^v&_h6I{c>lRBTg_<<<g@*`{r3bZzSzL~)b
zSzL5&32;BXN&1;M88hD>9Ir%V8Zr0gGV3kr8|;#w>Z>*?b6uX*t9XCT6DG0PLY^0p
zrNuT%4pTF1MgTDBOYQi5x@&4h=sfO)G_sy_Y>H(}<=i?G(4jLiH99FSIys!RYC;{B
zx;T@dwNHu(9N}S*om7cD>+sxbF3vm(Ja!1o=dTukSv;9#&2<#L#s@E(9+_^<%7Ud~
zFupS-5HAZ*9UvQ;v*y;?`H7Pb``r!QJ>7NPQ5_l_Mkk4k$t0JLjia!$ZA?Wv1nwW)
zbny<Zwg4;aem27{uJgw<G?10fqR3&z5i%N8fR98F?;ZV?Fd9p`J2-l>Lx&hPt5O3;
zgTT!|Aytd9w5?J91D`$9=m>g&43jfRv}brjT{}cjiCGAh64wmVkg#%BtZ&^#m9^J`
z%jqC4t*AJ14Vw|FPGFI(1bFPYcgH`$Tr`1!OeHqj3>Sbpf}Ba5WUn0N+{t9~iP1Uh
z_S!lGuWqz7Z^=|$>NxRnA28kBYAU%LSCOmeo-c(yu-#`<K0oQ+>o27&`iC}Xl3Wyk
zG{4MHtoAdgJpEngP@xfaTXR*++kv7ue@?1f9PzLOrW7K;4Xdv<TEE+nL^l~~AI(og
zT4lGaY;Mj>xx7ZNpWQmMUEyZg0VzG1(ptT)By>&FBiFnnucY0wME|C5vc$vn<S2Kt
zX>iH9*8i^|L-Y(*^-Jwqbo$5RLM8`Lhf>dZp!7O?u!Dn(;oIhKlAnsK_Sw!st|RVC
zV<_uxj-8^Rjg?Dm5|ZEKi(Ht}2e?5P!=V6=Sme!-^?WL;ce?I1pF(VSS0VXYWb3|F
zsy=tJ(cR#lH6|1ZlB&1Bu3A|!&kwI+HZjvr18+q|o7UZfmrpcy>z19F5|o*l670)P
z)M_kIE}Y|FJ0$)WB%Cj!&LH$hm(5)bpXz&@iOeW3h}EMhoVSy<JL%(gz_BnV@Xe?^
z^HzEG13D65VNwd9FO-_}i3pNy3HDC{k}>;%B!K;?Qc~DEbqa&|kA_PVy}znlqjYO2
zYgGzTR?$F^4u3`v`HCgJvcR7$SgoAR)|{l_IKnH@w6U@$XDRz3SY;A1#~S3=?`;?!
z66^2bO}z&UnEvEtsVJZ|DqE^(P(_t@Go4p+TuU5MxeE`TTNYuaYb6%co1`+dNGEz7
zO`V3O0>;h83)eHon<ms0Zl(H$c6Qc(IU|s)5LL`;7*nNmH4S(<z3ERoF&!?_D7GpL
zqInr>GHQu3r?U?Al-DHHG)#i4g&OtlsJr;xo(-$0*wpLEAaiGC)F4;4QIGG`*aauN
zYWR0!g)wg=l`fVuQHEc_t~><x+GD1}y+d7^)X6fv5z^k!m~~IFpYw2BT7IqKJ6D@`
z8%IBBwAq|Kqd!4JqdpUJ#<+A}_vUd8wo6=7Ffghnr6wUcm$Q^Kmkcwuk7F--vOM3?
zL(SH`p549KuhBugLx8_YDu<66ZW^&0;Df}^CzzDcPO{JedzXhwC+mLg7l1+EJ8odY
zcJ`AYLP&2|1=MQ>apR(l&-2_w7-;q2s!4tQUaNwc%=R{BPvw?&|J~LxW5&_6K3+I$
zuX$y0-wU?IY*%RY+f%9K_wh4O*&nF~70F-dE;pqoz{72xRFIG9_xr~otf{wt-7mDP
zB67JGNikMqT}15&hIwZ8{;a7sV}6hspwez9OUCdoZT|KyueNdPMmcUa>K^_A8gAh>
z&i!2Z2}`E*=e1JHocT5yZ}Qb6FMsA6_cumLf|uYcimp?$$8^WiFU(@Z<%OnsFD-&3
z7{-sb=ZtG6NXMZL<Odx(57*zumw7r{BptG261eM1c#@e=G}<QbXqdyk415dZs%Hdr
ze(fjv0q+PG`|3QyynucHegS+}``>lGzOW=w-fchbzDNXyd>(aQeQ#zvHj9usz~14#
z;$X|(`t+21yWyZOlG~^+O%D>kej`#(DSv73eMPa#cQszU!uv$sJ@qnNqF1V3g%869
zymUJ(b?>$Rr5@_yPx)X*fA?88h>V=oko~;@INWuG*B(pzNUJP34ukPm>f;eGEHk$v
z*3ktg>|<voGB`CGPehY!dl@H%Dw*W!eST;0j3Ql$lf(x?h^a9C8$fXMiTb|)A^yca
z^gn_S|4-S}zj-t0e_S#DaMZ9cu>2bh!SEx>_&+Gb&)a`RA^!RJ?<mC2(*KTyp#AY_
z{3mP1KlCvFq0M0WCt>lUe*39qAf@4_k)hF}(Wfz>F|e_+();OkHu^sX6&hn2V>4$X
z8si_EH;oC6DUGR{t*MbUjTwz4jTMbGjSY=0jjfTrnT;XMPqd+Npm8vA{`u@+=1TKV
z_cx6rjiZYVjT4PCjSGz%jk}S(4cWizI)1!3|I|bN{}UPXKSahqmi`Y!#((mi2>ct8
zLC?g(`Y%X^l`@#3f(p7f&G@(lZ%F~nSyF+nkceW9Qn<KM-rqV9*hB!0rWjq(7_2g7
zBeubCtHDB{TmZSIy3rgfE^t-+KY4k&yAAVCj%||TD|T!r-zQSj6J9w_4-*;j&-M=2
zKG&b$*WcaOFj8WIh*I-YU!g-41CRoq7kN7?4U7&?_&W7;e5$F#(|NC}_})>dy9r>|
zp^{{EC<Gp2la}oS(l@&7jI8{-_X#OQ4pGWx6Q!+Y!GvDH?q5kYl@Q3(4=)Bo<Lm1h
zSjq2>LY>@nn=yv+(*yw(g86JrM6(IC;+1$y!ufdGnT8Wmi^b&z2=MR-fmX4#Lj#%S
zJOQ&YY35V%)60~yG>;Dt>Vn$i{!nCgsi$W*stRrFvQ(~BODR%dp+ye^fjpIRh=;~^
zOvP8?64N6SV^NXgkusu?vqYy*LkULXixiy5SUMN24@zO+xf><2;u1k}yNW=KL16_=
z^6R8J;sQc)=cP~yIEP|Z1s|nS3&!Ms!HY7;P{N9|3yS2R6H@I9iWI=Z@{iyx$-vky
zz%NCM=bDAU<w8qzE(o=WnZtaNDiSW@H)7hv913{o9a8L%B#wCMP>etgb?SR7k|s^g
zSH~}4Ii50}T91y0yw@*#PzWHd0qg??OCbbRfgme>4++hJQ@pTC&;Au^VyAZrl7ozB
z(5!J*Mq4Jk{b_j-1aUmsfiLW1_%oOqk**5*1qu`e3jke%h?)7u3*F9l1rkLacFS$T
zI>5=BonhL&vY@>c>MpC{eV(<}jK0NQT3-X+m7jaJahcllwmBqEWNpA}?Qq-^E*Ig#
zLL6cxE)6cf8w6>S&?6Dye_buLjovzsSk>o%2H%5iKTkSxs(x1q*orFtdXK5x8D`dj
z{O&2Ep9Wmt1q%1#J6(?3%b+-@I<;xK*w%X1$85czHjLBg3{y5D#=7<UoEL;(XJ_FS
zDAG12{+Dj5?~oSd8&~=S6YXQ~<SEx*;8WPYe1KbByau)6bl72zrK4XLS`03YOom<U
z)VPeiHeSCJ4W1i$sAKwRTX}6=AZQQZV{Lo8M}W8L64Kk$sq||foGAON4X!y1)$-&&
zHp11*&fQfd?df8v6e0|;idwen`R<QT8~yx(tKRn~Ro)e$X$9+Ef49V0I!nJ^=e4Yz
zN@`Y_bXk~v@4eIpfJT${Dm6XJ!jbb=<S}8QO$H}kq)5tz2mwu=a7FKKN1r;!#88e6
zbf8Szf?i!%i<dEEMUk!hd(JL3Bv`o>0lF6mNYL1Xn4tlBoIAv(GNsh%`%5lr4T@8m
zh<lC4O`~hbx7`6HTwHGei3#vsZjmbqTZ{}_NL#-3X!@D24xQb}(5T%tVau`ir1C>_
ze_(q7qS9HWxkmOwW?`Id1&E{|;b3$tW$AJYUgtFlTo9~o?cpo>uDtm7SCX@`ILZ*D
zlmFi8-*Ze2Jo`jkc=u!lNW@$iuV5Mo6e?uWQs`qjcosm*+G_klDcn1@IMLMd;yEW!
z*a#WD0rP&RWUNMFW~U9eGMCY&8l<7!F)NSnV;s`!GaEDPlctSj@McEw*%AsflFXSL
zltE>q-62ICPv!HT%CU-~h4<|Qedgm=iGRBT3Pn8%h@|MWtko2}2s*oXX=r{<30HJ*
z=x`YZ${%Dvb`JJj-!!lFF7sSgjMHfg2ObtDK33HuIy21Ga(1all32DLkDw!Whya}k
z%B95Y=gx2zacsdmf7s?OuW0bj`M5BB-9<3EAY_jhg2G0AgXbgV*B!M$umeip-siOs
zFNLy@L4qej!*_emBsY<3p{82NL6_Kb*AUn^CIK-8jH}{wU9dzVXG13m2>g!3MdA!f
zNS5k60h1rM#Cm7GUd0MBKFI%w`+!H5Fk}Li!T$K=l#^zVlooatf1KVEg+z<z?ZqUd
zMW-1eT1C21;sIEzK7Y*1^VQN`-D$2eVuw^CDW}q#+7W!PwL=V*8*+bcei6+i0O1RG
zTB(<!RQ2YN@VgaXl<an$IDcRm%}Yn#iFK9yj;L)X(kr9}h>+`&X-Rz%Bxb}GvpcPQ
z4Reo~MhpYC?7Z8hyRle@=`;^f`-Q|$NLYZ!)$SeM#fT&a*U*yU#V=@T9@2C<avv?_
z-mbrE#pl5&#jCcnqDpRcO?K;M)(P3?_js#8KGP&t3BuxeRE3ck*rBgK&mZu%pg%{n
ztYLbF`0@9`=aB0G1b`C|u+F^I8LA2x?s~h?Yau5Rj>WI~Hp`7`I&hK%IQP}D%X#ig
zjTJ(cbjr3?B~-_f_6`>!7&G9=-SB(6SJ?EzEA0noG|#~LvF?u@py&`@8av9c-B}o|
z%|&siuHT~Jb#Mg}TX7R{m;=<Ik<Ln;XeV1X8ZZ&OWEpoabbhrkm?uMGtU`Mx<cX>n
z_`0Qds#OC&ZF;!v@;a+3)pzk!EF`bjl05GA-E}1mFE<<{s+^f*o6dyy3spxi)AiQ5
zdJ7(9ub%y@b>k;Elsfq7iu4v5J$pfKH@cO*?9R=t%Vq9M$$^H>QcOg274GVF`~q*;
z&VoT(caULXVB@%a$C7akI2mRXtENQS5LOY@@x91kWT1I}Ckkc<#K#MOE8LtJb6v;k
zvt9&+c8Ts<q#p+l`AJN@=TJn@1|xgVj>414C(09CQzjrstrr`#*mV*Qo)>CGas{d_
z=?sC;65asniTq2b%~HXN6myM)k7LH(WJ{>~ez)My=mPVM^?Jwb>k)4;-}C7S-IvBo
znGPKml`NJ&#>URJqgSDn{N3n4abvB-Z>6hI;gL+?_&f)#K{c*=A7tWo%2um(w|69S
zQxtTPj)z$K<KC4}y$k(-qG-%qkP*&~6!;<MTE{Jm6W5Hmd#tAEim>hnze0o4r=weR
zMDpltumv4|N7|t|?}gNuTQ>1*psIt}<HY#2xV+wC<xy~TKTDHF?HIci&p?!&xg&ay
zLF~`A4qt@IA->BQkUea{$a-dlISfxl88DHa1B|lL1J3r#rA;Bn7i5F&;_oJCD*iX8
zf+I8r*}KPJD*&T(#Z-@U+!*-?QoqLyMTmnKhy$=(P{lB#o6qoS-l8Yt{r420h%q?i
z7c9UYBw6X=?+F_zLA!G~#WHR}BMW9^JW7*Wj^$cRV;C1EC}uJl9db}~F2U^!oKdui
z>Qx8g<A&P{Xo-RzHn3$CG+zNbRb^dWS!14;erSnnUthLY&;g7<MQ4N>zQOKZEOZX1
zrLdLoNIO5cQ@gKT@(Vw$xPI_jjPZ7V0`3V<Rfmrk-^X&kz%gm<lZrDT0m_b+I}*xm
z)L8f~h191bzZZQQXL!vNKt!l(h`u5}aBGI@!6``TCaV~IkCA@ug0Bt`Lsvx7sE6b(
zeVGJDSevZf7^~fL%9=TNE4?0R=m@M8tj1>0qm)m^us520i{Q2YBJckT`1?QR{r^gu
z`M-(hANM*H{f|tN^~VFq%=RD1^S@{OpO^od@qbw8f5Dx9R{pmc|7V-<pECacWyWLt
zPiDM-THF8sqc+1&)c(iP{~>DsZ`_&gAJ$5G#(z)R%uEdbs!QJJaPw3cZsp-*Fj@3&
zkVv8$O`=?lvl_j_hp@S`HVB9WFwnEKtN}pife8NTssRH7`s2h8Kav&GP#_l1PKYNx
z$9%v%Ik!RF&^);WJQwHq2-PX&&<^zeJP|87@8R?Ob=#Fa{XSg2&&FUfmEmy2In6MA
z@0FEm5D3SQ-T*^alJ8|k>VL2u3%=r1xyebJ#@RI(2s^6Q?$y`nqp<v(yJzyJ_VZkL
z+2(8gxD$t9fX}1J>9Z*FJnnKb1a_^?ynm)==XI_K2iMW^H@O50Z;*5BN<hr-DT3?Z
zNdyl0>2|;?AG`UHHNS(~$mE@@-AO<W;UI5kkToAb@=Xm8W*98D-8P?qeV?FXFIx6G
zr{8Z-JeLL!A15y}rc+Kn^*y&3e{Q#vJRVsNazkecVE7$)vSn1b)8Bue*`!Vi|J~g+
zGk^GL2E^^mqMZ7K>HZ#9`aXOvbbkJbjznG27H*e=zRMSZ^Q#0x$>m%KjWPf(6D*%m
zD;ek8KfzOs=n8-)pjx=(b0I)B67T{b=l8PxthdbwIGZ6T!Gwx^B*jTYK!}g(kR|7n
zm;rZ0@BHf>VFD`*$LK3OBi1t9FZ=Ap81NP5!ruuNH2YgIC{31S4dj{g?^Z9;3(W+#
zVpyIj-WmV-42UD*C#DH3iW`(s9_|KLF!@fJ`a*Q@PSyJ?fFnm63Rm>j5a(8K^S&57
ziN+}P-JgC2V&}khmS*7AU90;YGr89_ptGQImVCOFH&%C8uBfh1@6hmDpe;X`z4#ZG
z0YPrO<W%mX=!)b?BaNJD^Og{dEoxAA*kEqOe2|4O<a}q>W$G38oMMbwCR0SxW~@tI
zj@d`s=YSK66Xuic%M-elEZ<8E-qvGX52R1nPsE=QI)G0wEk1`8KL%T3>fy&0K$?D$
z+sYR>PY@r7?EdPV?OmB$oY2gJcv>}~rFc7g61N1;c**$W5u8+XW0ZS54E_F#O-&}2
zk<8t#A4(J@=%_WeHTj4e(3*b618g-G!3Y56^9BUM7urq{=DG&6r4^(y#QR#XeMbA_
z9;#-O^7-xO28}WD3;6R_XXI4APM%J#46R?5@h+xjkcBOT<@gQwMgZt76YsmlZR88F
zCrKA*cHi_4&Yp|e^zHGB11uvyYG1!bK`f@c*xJaij!|0MGhutwrs0wIgX065h~!%a
zxT1(s6X8^^39O0!8Y#MIhHhOrivSl&eV2Ngy6>^Cl+K>7*vv!MD_R$zCN=FHj~6>{
zmT%Z^3_KB1B(4);NARt~Y@cU*xYQLI-Zr>a7%P0M6SJKiKF#p2z{Ugcdpi3ZWqJSZ
zFjx5Buho0%BhNG0v)y?vIZg~TIhC$S?bykA)E$r|uOc6y3z0tkE4EY^doKB)Im_=O
z%7K0g8nZ4f{j|*9Lf8Ocqr~7xR1c7%-*Bks8b{pe=>V^P{SeD^JE#Slr_FO+n)9e|
zXEAv1G<el@{NWNplZMCjjb``qMD<t|W3o{o4~|~ER<&i6i`EY(L|qD2t(3!84H-{}
zGL`d{$&m7T94G~7$1H9bpW2H(KNTvb=QlEBqPYNN>23<czQ|Y<nZ6v-$y~ZOCO)UB
z_Gj!jeaz5gnj&<pLWx{}%SNUhSX?(0cuJmIif_k=Hf6gSx8iMOCPxm1>{A~{LD5-9
zCITropqii_ugEs8ty9c5x^`^^e7H8Q%@XUT6j%x-rUhgulw=k8%*tjN-WaVb`t1D}
znJHb<aOD6y)6`E&ZBoo{7v`xY=~kft0~D|%+Az+rQd2`eI><Dem+Fnd-OP&}`C7rs
z;&B)Tm!-h&3^w{7oMzyj=iQE>aWa!;(!O%sXBb#($~?l*L}yG+0u-dO-b#zKk}Y4|
z=3gwv+lmpL=25B6y#c5))}I~6yWZY_8aO8yF}Xc&veS=`8=aj^_<cB`L^c}&GB@qF
zbJ&`Kc5WM@x_IxDf;piYihS}t#CJ;{Em=EiaaLlSUBR8MCOG4pXutY4gc@pky<F9r
zNgT@7cEunUig~Q~LpWTx=iyzNKkidMI*N(B;(}!?oJ#%G?+^QC79H%xtfeJp&fW0!
z*9c@FXnn>ym!P<QenG}w(6?cb3xq5u@iDv*(axBolFs|6s`H9X7)fA1@A44n)|wo_
zd}}hql<n3R@(`#O_}eO_?0k5-k)vjS1C>Djaq3|_QA_mHjLUBJDqCbAZ!K2$Gc3u+
zpcbe612D?KK=vIaIXsKbnzGhhz~OcwY=LPa%ZVr{8SCwSwDEy<Z|`or{gGOp{OrLi
zn=OPmol-2gy~vYkNXKlcN*hG=J${;d;D(9{byciJ{cbDLY_oF%7gGIwGYeEx1P8LZ
z+aHPTvcLP)4><4ezT~<QcYHHnSs5aN@pi0Z=6*Fu5LG&qA4*p00|?S4jYI@SZ&Yz^
zj7b<v2?q*TxKx<6L`2a(ZrFvlM)$Q(;afPMGpU{S+1{dab(ZWi-w>R^`wgJHC-N5%
z0zVga1#*BI_Zw^}ut_Dqy-NEToWGPlz|l5=vR;-uoBUq3D~23GxA8l3D@duwh-GI>
z5siSPHHI7ksEt+0I3`}MaEvm+LBR-nOscfb*Si;T5vCd^3w4W$@dO()1=Y413vH8)
zyTiLb&|`KaDK<1SU*O7!LqudL8YaSeCH2@k9n}$KNI&SchJws?*>de5NyEk|8pa9>
zeVdz6^(Go39b^cUIocA<bAs!~8ge-B(z7#j<acYaL2&+c+^*BE=Xwe9eB_sT#Ux-m
z|JbiV5<Haa(yy^$5i&#qg1g;f<>`99bF&t@8%w1Dv4*_Vz_bi{jPulu^X0R_@(ZH>
z7eeqXP=VI3P7nZSsNXf|z6Zh<ex-=~5#yE2yp<SK{%uq-#5vxGRkry*=aoR}5&cT}
zGu9+M^epB9%n#l{y3htS(=v(TzpUHjpw@uW-zA>6$Z??fxC#5I*3$jI&k@ph*dEl<
z4;cbZ$VxDhs*5|bVy2<^$0zOEEpn`ZB(J~YyL2F!`gud3WQ$zZ!Cui{#n<K^?-WQ5
zzKG3OBAP}V^O+KYNB1Lt1r8rJ1>9|tHk!#a^}RO&h?e+yG2Gz4Y;RR4c#kpXAXa{F
zuYYy3y?@)FkF#I+d`iX7r0R8Bq#a~oQQ2>{w*Cq0Vh~^)=dRBmQOd`28-R(n1DJXY
zXg<LA-b-}2PE}}7J4)qCYn{$2v#(@Z1QA+Jt$M67`xs3f58ol(m(+)?duVY}NGrFo
z*m#^ua}nNV8`M;F(0k}3J6a#`;{nQbiDmrQO}(Uk9)EE_3`PtY*fFu2OvPXBmf24;
z3DY#XLg%XDJI2inaYTa;CtQ&!G)H9&wb=8f?7Z~m_;Mazf8Xl*V7^X*P_WVQOn2yx
zoE4c9!NSq{IJpzqU}PR%6d|ZWh`9<}(9Z8av<<Ou(P1OPyby?)8W-`fbL)U=myyZJ
zV)y!bIGo31r^<xRj>^7b-SkNlDeWW8C^ivdQGDnJD7nY5Jzao0w#Gg2b;R}b<pafL
zxBdD>u($#MDZ`I%igQ6X2k_#|2hLX(yZ~*+Q~)RHffwpZob}X$QAO$wob7S=L4l&v
z`T-uU4c5(X8tMt*<G&3|wBLu3t)p;&j*adpR9w58n$>Pv<%4}!7ZP0zU_w1KIlRj}
zj1$^|eOhV@^(?4qWWZ(9gQlbj;Pz0J#i+8%I2wi#>{*q|*G<s|c%{nhUKYDG20slv
zm0X$20nAR6iQgDsjLpvEbhc4?U)=JgkYD_inZ`Mob>??JpTbc;3g*%@bngzL<$)`N
z)P}uDJl7D)jr_P%n&rTC>_Ppcd9~|oUFBOAIX4u}Wc~p_`vRy->(4cW<C|c*v&sE8
znKwVOA-5n#F>a{RwtNG9izpBX{{}!saX92<@k9G7{R7xL3WeX31E#9K;qO!%Y;7y+
z??DFYBxAd1iZgwF$QOHCJtj0fn7HK8;y{7ONLp4%ce*V|Q=jwHqd$h}@vFgxP28!K
z62@ku6KNBaqZ2U`52KQq6N;k|GRBskWCz{8j?i<>xLjbTaH7SyT#%>KqAtAb(5KF#
z9=Mmjj38!+bHt+kF-yE>ehXCFE(Ui`0izW>sjKm+RH><Psnn@t@o32tDJ`IP;W5;_
zZ)63@cwV4$`7uw-A`jr5`gOvgH~=;Dq1VaJi+9|J(Gc<5NW|C3#4_OVEa36)fuoIm
z2j+VAK|4tGg3Tw0^Mj1D#Oi|arm#eE6lFq%q+uN+VS+%>$j#E38sX~8EydhAXMR;w
zYHWjU=C=vCNR8Cxjk{z7^Wy5sOVWwJ8h+uK3bVTB33>U&?`9FvL^;l3m~mPtu14xk
z@djhEpx%%}`z)JhIj;v&&BX9YJ3im5U7o%g9L`<8=v^k&dLMIl)Jb@?&gDze3Y6k;
zz~k)`p|a5g11bSU-WX<l+VQ@+IS;y-%}}+~A*Ro~)dd?v+muE>(DLN@tKYFwL)F6>
z)rq?K-HI;Vhr=oRqVbS^xiP(XqKiH#dP{jjaRCDcXU)mG&^nDdd$|?u3w@}bB>*kD
z=a8(SL*`l8qs#<qCc)5B?N=i7>TWM}DZ(^MX;OVpSJyh}>!)W}rLVL>tqC+aVRWj&
zS`9WxQ}2T@4l-J%5HAHoDcln5*!ba)&46o^;g2i8D5j@~&Rw0plm>g(&_Idk9+!UK
zA(R3Th}llbNs!>mXbyjYf%)_Sk*$97ZurpB>@fTZGUiF*7G7Mep@Bp>V|ZLmeUn7?
z+BKf?f;*nsj!owR1%LTcBU&9a%8_h|jzyLFlj=w;h`L{$u*`kk6D50{D6xdPG5kxE
zBZ5j<dk2_`E<Iz#yjERP_2$)U;F^MrSx_Rsut29!;c(I2y$!#$U+XJnu8OI;1Z&%3
z)chg>df6T=icv{gX*P1&$KCwk<GLzb2+`T9rQ{P=xLx~<Gq7`b+1g6j^=i1@+%w4m
z4@Dg@8ZT3UUpjL$&4SDDGdvNga>c!p-yUE1mZD(2IDJ9tv_~n{(OOG&IrluI-=XcE
zJ&1aN1H>!Yc*y<ueL7)ITDaU+%nsn`{pa`x7%;NK7d>b)`IvtB_}M53T%x*M$%cW-
z43*n(szOV<zOzJ(4Z{U}{2aO&^7Gx#gZt|o{IjXg_I+w~yuGW@T>t6#*>YR%q8^Yd
zd2%ZRCPyO{%ZWQAc5k-D4jqTX1NwGZofmI^(C)L~Fd+zcyu>KmXwH7NPp#-Ss>NF|
z#O!&$6lKTkICsB(#tTurJ&rj)<O)N<>v=pAG)+Vz9Dl}xN;`P*Y?nCRjJJ4!ERwCa
zX*Nos{<+na+FlBG(~|kV!jL)mA<Jqrak%YAG7|hQM)w6xpMT^EFb>x{f-Bc9K3%D=
zoJ;aho*--ppA_DGMf;d8EcGr4lUgL%VR%Lhr(lX{$d41AJ7c0ktrbT-_^_1X_f$24
z-Y85!J>gOJ!5#fe?GK8JIm&iNQ3+YN;w$G?4ZUv7H5l9n{t;@P=`kvZfl_eRlj-nA
zwJn1?TB+<){X{-E5ezbMmC#P>5Bo^w#KmOZiHD4Sp2@e!5VUJ*cXzl;*M-H@+v7i`
zn`17fZKXttSnYR&P~UA5W#8P78ajaW2Z6o^7eT;Frw=z6*OPa+1JIb3ky&7yh)_us
z3AELJr<beRKL<q*Mq$IN&>h(2T?c`7FYVZS^kUzVmxc#DdYSFXCui7ws@|vbg_G1a
z@|*RyO)>DzHSSu7wZM-D{z2dY!?tHJXPsk)5Pw0%+Fub}<fZ*Dc)x+&=DGC+H?|T>
zY5T(YLIwK*$Gk_OOGPzGlijP3hsh4in*n?S>er4I7-S<kWVLl;&kBVvIjmNvAz4@g
z`o{!!W_~wwN2%rIJSe;M#<ufhIue_Up4Z#fp_GSJtH*QI3dZ2U+9OtoPDF@5sO`&T
zh}{&yWHgu8<-+l1vs8up{mw<R$@HXE->OM&$TKeg);?qjDivG28Kca;mR)2>IAIHr
z^15YOoIY>7$*N?=sYhUL&s@&Dq}iXjKqk9MV5suhge2MEUeXTu^G?C=o|e=z3P(a?
z6aSa7{95<`RE+$uJ<>zML^HLq_`JzqK9j^{COb}(2b-(%6_eUKO8zUb{N6@zQ2tGV
z6_~1}jHPpozvXVK-Z+)PTD1vE9+3?a&5e+aeSE_2dllT}MlCWd4M)kb&n3EAO4qgW
z@5_J^l?TZq6o23I(L?vXE9d!yqiBzG!s0%IQoqm~(Ed!rPq*?U(;cTcOacs*(2_@z
z3m3{_LcU1(`SMUrR?h*_wbTQL`Trt7^n`E_{iPdr({A!t9mZs@GBpD~=dNBoNEaoK
zKfXpC748ZA87vRiP%(Fpr(Iux4nADzVnP4%w#8-PJ?1$hx$+6x^*RUm`nmwpMVOT!
ztJgTNBx2&>ESy(UpFRjmQD|CG=gkmgD9;hhQHxU0$SoSEF2dd8_T|Nu8B&Z#G(yr*
zK&(~<8MAHFFj)w^MCuUI5NyOIGC_I&PfTW$UhwtXUVxvFc{!ffsQ^l}6ts%Xv$~gY
z5{i)4^!)nOSMMxM60>!OM|8hd6{kMb@fs_Uh+q~GCyYS`l<N}L2i%YW2Fdt6gL0r6
zU-hVu)x%?dI?tPw#yxZvEU^vNkht`OY647#X?FVnWUncOAj?pscQy-D2po9%!u9oy
ze)TeHQBLIHTv08)_TGlgLW!qs;&yZ`({~GLk`c4X)rcW|v`zx;i}>eU0V7c-S?!#L
z-8maY>#rxkhLOar+gggwT3FL1SxUoSNFa<I_NDH@@Q5ek=MQy@v~Of~74%Mda3sv>
zu#2`tiU4Y-E%Bjbgk%)S*&`L+=K2bgJ!_jygUwXwpD)Ea7BKE}^a2E#?bDY!?KS<#
zqpM1An3t{Lt(GkwGA(XK<5=ak@26iX#wLBv*=*zOA0aT<FYX4?GpQ$K;Egs#%slMR
z7)OjV1>hO)D*NXc78n>XNq7osXk|i^MvK?w+cX<SwT6K%Ox@Yp*?ujMk$e=j_{wW@
zs=I`+iS@<xlAQHJht)=9uk;eB)e&Gw!eL?K=s_3q!Eokf_0dM)!(}+5o(Fk<h3v%p
z<`}&>tJXE%66YKWC7n+HAg0LE{$l7%5M{{uECkO<#s;cE5rjDb_8^aXBjoD62sZ9f
z4Wypb%rz;Mt;0<$@jX-BvP7ydE*GouKmB#*Px|Ip*O9oqOUV->-()A|@cW@qL!J+{
z{13w8dFewEvK`!=E`Txb(%;t7u80_N>No;mu-zbXg{q4a)x|cv$Rbm(RGJE0!p_I`
zNsBiJ+N+Mw28wBaDCw!Ay=WX(?pt1G3R2`BTdqDW+mlC(L|rE-PrJ6+ja^EBTn`0s
zxVX_Mc7K#bRrh7M3{EFNv(4M-b{N=>0wbr3pO`K5LO6EVdg?FbCPt>EMbgEy0H(^K
zw6vwPJ91&E&Hfhm_ABE}Fs%G}HVv>9{)XQ!nQDD+#kVwjz`Nb7Oy))u3JUu|6e`5x
zMG~T;c7_}#1kCH^qvub;9gR8gtiX4B<~D!PA=C{0h!o8$h3b+z84)DF>zLx^fYeL(
z7F8%n4`)%cNXW6)#7>*!1wmE);S62zB$_LnOaH3G7WB>Z2GPUt@{t^7GKUc(fh6p3
zzIry~k{<23kf~0n-X}95qN{)+H?&apzC6kpZYbBv7mrLYpsiuCbyxwIthUr0U39JZ
zY8M|d;s&UKg~kGP;@*0++rR6dvTN%LLf5m9qW)$TO7rS7KhSc%E)(piy&Sq)gsYG{
zN@p@2Eheo?MN@vLYB3wN+P+hBi=rbHRM@q}&B%NdOA@3#Vl)%{`B_-fgad@-0Cg;A
z_b>)gVt-}7q1QNgwMR#$oCGH=g&&B-hD4S~*`zwec=b2Bpmpxa#HqgjLN7`0+rO@^
zsxW`7#mD57s<1$D-(HOUuF*3F?c5G;JMDTJXRMpchx}W!3pS3y*ok|}r(DrIAxR>_
zaRUotc(1m1<-T^=;Ce9dYsJ)3$CCa@HsZa=5`rHQ;6dB(6G^uqOI;=mL?6$r=x3CI
zNe2~rul9cdH9*S0F+jJ$6fT#sITnCRCdxA`^NbE9%Hb3*VH2+EeL`(8wY6Z>SY8w8
zG!6tSmo}%140B?ve0{~<gu^Uqv}p@f!m^C8y})a55;bQwrq^bbwk<#P(XvIw&vb0&
zoH~PwRfUvGot;~rJeo6<y>G7h8@s;tphz<G7M)gS$}Y=D@STGzz0sOXa|UKUzva*C
z8Xm}7K>5%&_X)F={WGdTTb{MqEK21xz7SXEq?>Yb(#y)ya+C#h#N-n;-IAusv81Of
zi~roA>{m`H8JBXe61*O)e9K)Gu8LQkt71b{BUPk|f<#I^7y(5v9Eysn0psbf+C&_&
zg+Q$*)pxW=);zE=RJ;Lg(6J$t#hBFSg2$glHIv_$A{(eCidRZEU-!e+yB1mptfE!b
z6{x&EUt`tk)d8cPcdHkqj~5n5qFJLlz&9K24b?8lAXrdwDg!1AOW4a4`-+0P!1Owx
zuKRa|dvlFCw<MJhc;0Tur3Xf`b=fw|vUIk-LZ@X!yV@CTwkrY8PJrZ&aC-2Lia_`O
zDt=eBR9#E>Fjsi9ky#)uFjUquE76W(LPDt6E$M5E6}FuHR`C|`ZV`sk`pRo7N#%Z<
z?Pl9uHpZs$lIzKrn#N<nhdD0h@II_k#UB>UYt579Df2lqhs<GfTt0we+}sb~?5)_t
zItLCrCLKg_xE*0f+`%f416Mm7^>q}PP~|i}HbaGYhMHP~yaN+KWw{p;E#uayoR01@
z`cP;ZUwn?#nh2>qC^ITS(aRX_#T4k4%maR40@YSY=r5zlY}xS2SlDbziMc!$D0WO5
zXnezfCsOyluRQ#%vS{|oThdAwe(>0nKPZjmVQE=rY5bb1wfnNNZQYuPuA@04FA`dO
z{nq1mlD);Q;Gw47Z$7@Oel*`z&|(f8UUvWc-#*g5zrb@#LE)119a|%Z)-G6-X^Dw?
zZl^CJFtP5M%Awo0?zx@H_Db*?`oSWUqFdubcV=J~sftK2P~h9;*<Vng>UR9qK^*(H
z7auGp#hmn)s4Af%Dh<+LjmA|N2)ICzuvXU3maz-jA@+85iap0FLUP8iZ@G?#3*&|B
z3hydpCkr1cB;PE=g|gDP0!dG;GU$zz3qkeAl}kw{eymqU(<Y)NK|Bw`WlTsZDDX+5
zrLdpub0kSm-dgAm_TO^X&lZYmr8&EMNA)$s%?Bzw$`&;jCEQw3DXLYLnCH6JF5FwU
zj(w?P@s`^jokK6}98_p@O3VZ+ns?#immhqsyKUne5A?)&MyZn&O6A4JpZcwjBAjh=
zALCXg4XKe0#o`L(ql_RuYLOkmGibR{_6H>mMjA=u)-ay}m0rMWkzM+Htap6oGwKym
zztETx6B*YUzvLuttIo}<_1O#a7H~De-15p`q?A1Ci`NDVbJF8iewy?gTcIB-W?#lP
zGFjk>deFufkOv=&d(Sx@H7fZ>k?@!rtDm##uAOu~>U`eGAm^xapL5cA(aAZ%k$=W&
z^)j@hX-E-Q>{DD;ut*^(2;I3A7vY#wgy@I>)=(}<f9R#%2LB#9KHpKGHY2<FfY`JC
z;pJ1g|9yUCWgu8tzHwriRwq^2bDV*2{j$1-oB<}QG7zY!4CYq+{nh&QF{>nzJa0}~
zc4B4cwqjR+(l;^pOY&9D1*p0TUGoCU1GTDjX+j#J(b%a!`m<+B?dQ!@+h)6Q>7x}Y
z!voE}4L;)Y#c_IibtI%vps!#YyDJ>Qkx0CHHx)3OJg|#GMS4R@;$%i#xg`C2@(5nc
z<MYGIgh=t#=!*<JJXc>%9?jHpCB0nc>MKK&{|o?xV|6^?9AzhqS{k0{N^g%!*#TR2
zef;57b*&XmCH75`TqPrJb9e*U6|q83C0?L1s*LvAs<eW}z=#I>y2c&T2DQ(XZA`CP
zUH8(m#y!<Wg;q$ni92S$2s=FSg8b4-pwZkP5#oBdYH;JP#U$R)z3E-+Z#Ociq+8Kl
z!z^sRc4+Gu-&#9-&898fNcBi-^;o*alnzOuxS@5#)Y>{SVqTv>4N^l#1Jls3(#$Z4
z{%QQ~Gb=k2-7kSlxDo~MyYX0FS)wp2QP`Cyn#>l)Cyv-gaz>cx5j--o#-5&&UXtFN
z-krW9{j2FhdiCn!TZ$hneyjMW#T<B<k>@6T-v*{k<A%8PVC#ui(yGW<*0pTiGG^J=
z`qyCh8oUOy0KmZ*_&8T+W|zYz)Je1fE|g}ZOQFwZq|at3I`6%rkEP7w!2(-Qq~_5|
zQ9LM$-d=xcIgUh2uWr;LR?Cq;tC0f6WE3zt*g_bj6%-1!jMZ4y$TE@yw=+w&t|>=8
z+1j5H0e?v`rtr~61tb|<q%OHt&@a+@?8P-M(QfUtEHgVZJi$yu?#U(b96eW~DKM~%
zTT`@uaHra?u&5NAS~;9+=F<$0-dxwa)mgb3w!2JW_8d|%`L>RYg=TYcmd@tGA6;|H
z;&P>?M(9!UzIeJOT@c(N76fBx-Af5$MJ*Ppeo@v(@bWdq>t}~9d}oE0l~|2J#dDy+
zKoBvf)$mv#3WLJX8d>>wfnd(5nVq>`QkZ#8tq`CcM_0=60vY5vf7VlmUmMgt_pR_R
za!Fvj9donnQ8}j4iU!cr@tu+s*XiP)ME^5NqTAdn@QM{_JW4R+o;Z#tc*c|XTH9-F
z@3t{*i8SzKFM~@aNxHrTn>0Fk<W6_u&P~YNWnOQ-)_mT4+046TGu;99nG1v2CT8>6
zoYvmH9(2NaG@OIOIq@6<c@DJ{mo8nA<1#YRjP-^<7GgADgF-W4HNZg278`^JtOpe$
z7|SI|-U4)@V^)WgUIQD%DQ2dEH&lC7Vkty`uQ+LfWm!m>7qj5PAWPJ(C?ImBRWLh=
zL$B=HcH4qIkGF3f`!{aW;cUn3AOHQ%6K`aBvN&G9CzDrW!ehL=CV;m_qVM11Xee6I
zv%Cc`5`%?5tgUk`4`sIB*LT)}F*p&u?0YU2b4s4rv+wM=V@S-{&>BtL`CE=KDmBNm
zX-0F-*L2o8<pwN%?@ha!!Lw@RclrV=8ub}Qvr-vyI(IhTdZkhDNJ}S5b9eNV3szNj
z>+;`sRe^0!%zezh1KKo-c7e8MMMlMExV?<i!t+k2MU^OFEQuV2VH!M(B9jHMK6Ylf
zp`DjCxZQEmK}N|Wop*bPVDc$vFdJ4F7{jJ;!HELu&K87Z@ITfY2~ocq260ffZ*s7L
zA}E?@Kt45^WXr8(%q9aMT1r@IzOUl^0;Z(6ipWZpeOQgP0<Q{u=jg(sm52JGH~eyI
zs3W6gb&p#OvWo*o$+qp)2kw92XjlEQSGF%bIr1v|#-b&XgCX0l*Sj{KcyILG+23A^
zl?rogLj%j(gs)ezVotE<u8$Ayd->HH9ENggYb<l0a<6k{Kt4;+PhUVw=Po~^x5t)F
z&;8~ZlRXxrRIys^u|(c2d0)>v>wF>a&Ac}oKgbhtq6pOG*+?vrlZW%5_*_Jk5*Fu+
z#Dy%NIsIjgA2j~9@vn`nvhh$OX-uS%xEpR1cUvs5Ga6y1kz(2KfM-l*Ige+75HHWh
z%J{u;65nLWc4x=4N3&T3*}m*|vM*+H+0*!ivrBr=QNvOG1^i32O#1xNB^gHb_NL}t
zs%PkMk!Gqt>!qr*HweTJqF^)?!;Jc)42V2cc%U+)a$G27+6b67a#iJV;67)|9(77V
zdXrvwa#Vn`nO)fAaZn8+S=Z(oh*i;)ot?jGAiel-#m@J}o9<k+{N#NP)jl!Sl<wyE
z*$sr?xwgea|8i%)DLv|YdG?DF8zMZ<!+^*(Nt~D#{pf+!jr(y!RBtycbY>2VJR^o{
za-aU;joUu?`f`_AV6h-_d}&(s*4q{=KXk**y^ptBdC_jx7$zEjHLD&2SudRX4^CqL
zhEAaAxWDV8_Qcwc+*>-f?AtQ6<=mEwTP|-A+*`t1$d)ax!a`TajrhhJk7d0G*3J+7
zt4z4`2?srL0{@gQa%<O~#4(b%1DG2R9$U73Rd3(=?E}4ieG^5u+_HcBO*h>gC~_BV
z5A_BDcQ^J<09VXM!wL+ziK;8mLZ8i)QMCkK@g5n0$hHholQwgy`jVW{X5$nBQ^N;W
z6^7?cSc#vq%IEj}V+Msffz}8uL}9a7<&ZNk&_N}SE8rWKQe0+BIiBaOtmq<1>jz#3
z&4M@;kq=_<yRCv8Jc&kRXIy>~9gil#!}+;+02EOQ`rHAl7K0Mwu-cIDWoS5spf#0O
zFPu7XN1C<gn0~2}BMJd?DupUL+n%1M=(Lz;e`SxV^qfkg*Jl<R)QU}ymnd|)G>wW7
zP6b|`AnDR#aqYsEnj=9>e`<ZKQrz6}%D$!5Mx#QN!K#R4nf>+kvp?QtH9fmrrvjMD
zF}&L3ZJgclcbu_KV+3m_s6-V97LDauuz#GW&@K=*H1mWp_E!faf_bfNoBGlb271pb
z)P|EvP80+w`@6;aIE9W)FCQvm_{`~vv2~IKGnvbd<ce!ujV+lL2D4aHDnYi&=l;Mh
z<+NxUdMNG^g@qs0B$j;Cv2x$aiz_d$WLK`VxqaB@8!Jkv5)KfVXKjQewoynmHk=rt
z6=P!a_O@yKUfkcg-Q6B;kGJ=?v+eCex!bd{-0o|IO-CzwhkCSkqC4XP9u=_g0<oa&
z(q~EYC)>ZG(9E7BmZfe)5*uBbkt4w%K~#XSR8bhVM&(h<M8RmKL<c0HC?6M5IRJL2
zkWF&)(4YZuIRlh5V{+kWk&L9ke9GZABaNgb+fl)h8=9<)DHVs~g(N^K$CmYejY7+0
z?6NQ#t*#(lTXO`v!08Sev|tMrMA9fYk+2Spv*K9Ygl2Kr1*ntHD0_KpzEj7UG-{qx
zvA}+XO3G5}(tccPuTU$U8Wt1LJW`l0Dm!mm)K%W5v#a!aZQfQ!xj)Bgm*Acvh>{vB
zB_Zb-l^#rnD_HMVTLr9DWa)~kW-sS>K}o4BLi19dvxa6T0rA9445%Ja%{8dIXP?uW
z^(wPQ64Z=dOQ*lk>bYO@dd`g&qkZvW#0V@~(^i<sNcjD2r%h)~ubJL8v8F_g;y1vh
zL>rTtskZkN+!>8_AjEEWGZ<W}m*RFtZB*B*x2bPdbLvg5rf^et(~hQ-O<dCpxDT~U
zpUabI$(fN$SLC=EMKUx<IwRwmq!&!pZPMSpI-8w}a{`csRGf-!CV`HS<RuMO%YF(q
zsyH?64O*Uys`&J}*C(ge9Q*#lgR3f*hI%V*U+5^<mE+)*I-&R}fA{)chfiR+fVC#m
zq{J%TSGl6;z;&-(dEQ_C!rQm~^&3BBzjLy|&Ye6NtepMPPp*6Q>s7gCRaUHd!;>)u
zo$j(zhR|>j$E)-TY*oc?JeY0q*gR_M(6g%!9{nb6A6{5NsqCNoJ$I2)pvTc`FQ8(Q
zarVH0)2^CC106KYZHa|+&@_{rgoj#MTf#-wCN|J>n<kP2YLj?(;t^VLnn@t4rRz_N
z(l@Y98|@uCT6c7J&%&eYj>h}?`yT9jx$m96Py6Qj1Xo|UkMzxGvya|)XR!BJPufv*
z^rH5%mW<Nfh!$(<sCz>CEQLD3lwP@7ssJbWb9vAuhaQZ=<gpwtqT?<FDnWM_mzL;@
zQ)n`!z^!y#rRJ{8COOUt3OzX)Gd~zhpcz%$DM&=EZ3b1)f{FftTLMg`ky3e9Y<?CJ
z9+<j?tgDkMTb2R&2FV2w$w0&WK=$LT{3f5M1yINHqNOrq;IK{8H#iy{Aqv%vA&%wt
zWbwxbW<yF|V3qtDy^hOL)b^|@zXh|tk}RtcQ%eAjhMLzdsjxB}CvM)+*S?1kS6w8-
z2uhd{9iN76w!3RQwgS$o2dkmvG>V1-8_)78(c&&@EA+*0b?7WcPGQt%X0<hT7TwKZ
zea(rCu5>lWGAcn-5iGKdLR6}VD%gGM8+|ODgA+0H)Fbz&>v={)7@ZONsx(PDmMFAA
zrP{07+T8opqlFs|)@NvWgU+Y{FmB?F8eUKv1kPdbOxEzrAJH-j4Z~q<ur=zx;j!M5
zZx(r-QlaE%C5A3ykkBAN#FOkCszkkU1xXYp%0x@TMnx{ol}M)|mzPG|)uYw>s+sho
zMMracY#>h(@8-iiBk_~`Lp;;ZkMjF?hUcrRQZ9@vO}(=I{v3p8MmG9YxWrH822zrj
zvfvbPk*H}t4z9ySGe55bs9aDbF8Dn`i}mh2%mO#S&ap!FS5+cjh861`C#KM9vxZj^
zjwLFGt01jR$Mgj4@x#A2x)nrO^2zX)olT2Z<rW)k)s0$>Q6utpo|m*Ra+RFgP`H1#
zZfdD>w8|l>FwtrhB16CQ0lKK>{>I)7IBO9ah$}m4acyl&T6Q8+CX6v*h5Y$65>2#_
z<haae5u2N9w(DwLwV~Sf+SRpOZEbt@i7@zj=A(*`?A^(e#36ZnrG}SGEf`c+eR_Yi
zq%=hs5d4UXfX<5~{RgV+K>3-iW+P*zB3~pAM0qPpk}um013-m^#S06yN+M9t3kzwU
zBN!WlC%e-)Te+fRNhao1FKVr_U@Psr>YuD%P@ik%)JAtEFJu5_nLRw~T$%3Tb!xM~
z8Z=9>_{{IB{;gPPP>XgIM@bFWVxBRWi6Cm~q{509s%M{@{iMnXPvnWU%<B`Sw8dWc
zt$ilFN<k<!wR8W;-v@f|D4vWjenatn<y*Vny6ywT2g;xB`q_12nlf!y+I0zK@2;Nf
zc*!eerx&<F(ug!FjY;FuR%t@oRyw+V^xDz8#&wOOtB*|`J9muTEqbytT`uqR+~K&x
zyKTaaZjx>yH=WoW8lITA!5cDpy&>0*ZQJPLPrug%hc3;I-MeoPH6~HiOmuA%H9K6x
zUT&E^RGx@-6?PSo49Z=*E@7ss*G_s9-ITS;Wo?P2OP7H^bd;VybYtQmt!_Cah8l-^
zbv>>g(sSq9p0cBDM;j-$Wx7}qdE;IpdUL!nZ;Q9vyTQA|d(ta<z46BW#>vLZjcmMe
zb>mp$HybZBUTowW!Q+YRM7<sz-MvG@w2S9OB8GacMVDeB=}PaIorVFx#k5IOih4iO
z$L4WSg*30JWw0$fqScq=l{4BsuR?C4OK1)zGYr@F(i76FufB>33gn;?9v}NhNXclZ
z#9v0@k!0=y@iC;-esY>oK9`)T0e1?twh{1_B^7?Us-6A+P~Fr@_<0>@GEC*vPmrIk
zl#u~e61Hbk&r9oCQmqzQouDvD&G!KsSBQ?nuJrmaFPW8G06VrFS;PqnDQ4Bilt!&&
zFS~wmgfQ;>L|6kVO~hE6S-MNW1?7jiAJpZ7a%D1O)foy#5cLrqxuc{Z->p?x$7Wxz
z7L^(;8`+TK6}Z_qvzl{St!4!y@`~(7e}dOwZC#p9uM;^9=o*&cl#0G9$7cVEjqget
zec(u0&O=s#Fhs=(YCYi$>5B`(cg;TV>h%j9YJ(Agxe6{~H43Gc(;I!;zMuK*TMsYw
zZ1eH6rw%?kwj#%h@j`NTB>2u3vp-yYZB{1XbpoeWaSYYRX>&j1e#Y@=4@U8-UrWDT
zL{R-<{Z|b8>i2c*U&6mv|4IFy>zNjzrT%a|lU9#^Y{VT#TyGSFJxl9NOPALFZYf@B
z#6!ih_x?<QHxZ=LDisjahlMV#3zK@qro={ia%fdzfSyzji6&!x9b0X4-B3>9yQ12E
z!X|XtZh(9IBp!}ecU1R-0XScMv6`3QfY6$6R{sEMxav>0EnT*)??l%PJJHdNN6&4;
z+o*dOlczW&y0qicj6Nn^lGUB{s_a&Ob}6X^Kc`wS)|*=Ig~rD~CVS<n5u-mPfgpnf
zB*kd4Mtvn<KZ@lkC>c#qCtrqrR9ee%3K5!()ZwEsF&fLnNq|Dz3ML0mu3)mxhXDX;
zgs>b)ldVz-lWgk1_co`i6o!CTRQ{VYK78_1PZUfKXjQNhZ3bVyBoe`qmcBHzU?6JN
z6RFJR6>MOZc%BV;-VW=#B2HoRQ=y)iGmTLSnDwk)C2&|$s-(5Y2HUg>Jx&W%XBgEg
zh7c8R^j*ik9u^tw$yca;>uufm*zAA$7f46MioRg(k24;w++xsZ!TIC0l2+96tV>|P
zA53%1zIt2W&9_fxZeeqNTxePwbqc#*jBKoP8neDT`}Nu90)A0p;29rBL=F?DS^(M9
zHr!P8)k8S_J6Q&;LrWt>eRF@{e!;0xIx0pt$GvAGuSEzd#X^RdOHStE+^z3{6TqCv
zIGsT<w!Ux0Rz-*gb7CfQ%p<{0;jw!Xp0DXx&!+9VdvrwiHWxC7mW57--VJel2!}Sg
zP#En%cOmv6bQvB<y@L`uSu{fz|IGB#piXiUvUiNK9`zbiL9+R%c5*(QhR<-MilGuf
zJXtiz=4AQ`Cmy|R-F?GvKH3?}@D){r#@l{*<4xy}9B(6Mmpym1J)Gk@`r2sEQ=|Qn
z$cnuWkiF|3d~r`Wvutof^U}=|2cBA9+qIynD)H2hX0@TsM?Tzq=%%3uS5)*q@pk*t
zAKi0pHH=9g_{9r39qL1GzJSzo7vn~&J@&5a123`LGZF?vJ>QaOrUR-zmWWf^Q7`r+
zh-^Ffzxc7}$Nq$ZA_kshN=8deN2y0cWmaotWrVJg+LXCF^Xr*h=B6dOo9Jqk4jtBg
z8=pp<C_o&jfH=-XdR9!6w78}BM9ZD1Gu#>Poa$uHcVc&EM<?k_VlE20Bso-Ops`6x
z)z5&!SJAv2s)>Z?Ol~kW<sOlJ;Q1L`KV6e1SIaX)asY(}Pvm%u(R3ARTeZnp44qE!
zCkGBqjIR<GCw+lD1DCZpS7&K@ye@J7i$gzqvA8kc$g+Y~msQ+;Yjazb=eC^PRt!!Q
zui-@7L@6iotj4I$>nfZYR)+BnZb6B$lC@;t!Le5u76U*}e5ddJOJ=7=D=@rz@npy1
z<9T+F;W3k=>|Y~gvr%QKDQp+g05B_c3Qi#~B+af+Xmb@#bM|(;|JfJy&BjbKSOqHc
zfw{kPnSe+-(R%c+afip}+Y>1<MIt4>l8C2l0pnSoh{YVODA7(C+gh7wq6};m1Brr&
z*iK_;O~7AwtEf+WzaRG}9Hhik(c`m4S|W+aaAarXoydiV5Shj|#x1%44kUUu_WZPm
z>Dg56df7!@c45~vz7#hrP#vzjb7^lykKyPN8e5Cg@Y+0pPBJq@XOQ&rA}%@?aOqNY
z#g`aL=k4L#)is8)&6W8<!)v9<@JKWQ$}u~Vbe{$4V-f4s*&jaxd=~t?S<iz(rqe?F
zRqlfGEzb#2Z`_}nlLmudcDqrd62S%n#>~D)Vw7Gk-_(hP3(stPCDWKyxwmb>(lr?0
zGOe*T_21$2yO*akSRwj*b47=0Wwud$=q5#{iQpR?n&!UR&S)_6{w<Cm%VDQp;Or{<
zeR+Xv5B~kx@rYTe5>yJzF}3#(Ob_Ta%|jpVsLU}ad0s)tp+~SbV8+<JcJ^^&meFce
zD)llrWmu(x+=KO+@`<YYwgros;`EmmEryZ2Xzl{Dm-C_;^xhexUQe;%?$Q!dX=#bI
z1Sd*xsoq$^R{f4Hxl5~Z7M%BA@)N&5?WhW?wpKAW7T|)dX^K*PiII(H**yGN9u92x
zcw7n*{~fN`egd6F&m(4pE|HE{OxJ?1{gSS{z5M0!cgorFa#!RfWa+T<TlQHVvT$Jw
zwoK#G&wm93;)08Dg~qNV*U138TRXdVC*+7K6@W2t9q2x}wv+}?k|8ofa>*%O=QnmR
z#eSSzB<k^}mS9*@VQ(zYOw2<vdCl_tIQRR!$w4ct1jZq<gi-Jc_uX5@Z!aqP(L;wD
zN4|CM!QCxxqQ&56sTAO;u3xvm{ifDfZ1%C@WdYaEURbxVl>JeyG7*zla&+Im<u#?H
zo0bkAUVhEDRtMAE29<t$TSyc%hU*3fYWI{csjGV?x2|=;q9d<Z4d5TleKGfI_J>>%
zT7&)+H!1`CO0sIzvh3`dWnKB9Wp<XG#yB2YmQd)_cop4s)7=WXTTXXN>8^wB7Smm;
znzSV9=(w#ZPgGGo+*Tv<+c93bef8=kYpvUJwj-D18g=b+J>;5lop)VyiEdZe)el^7
z4OX6r^faDW+8gOXOQa?7C5(GXc*#Rcrk1e%OYo8<gKOuf=~6LpC?y9XFlip$puXNd
zn*RIW%par*Bvn*YB*R}JYVM3tdEFn_x~L0h7tK#uB*BlF#xk!)Hc~^-Xriz?sf*1}
zErS>U=t+!Ti5WkWT2h!?BUtLqWwi=}Rc|pXgMYx*&U=-*dP%2XoEoF32J8%M6-Bke
z<TSM&8;=r^#n@J|%4Jj^+g5)2HTg;{(K-X;1|_RtSzNtl(p5O%wkcT2#BMy{)CXO9
z2D1!i2(M)08LUalS?>C}N+Ia{EB$s0o0ECvc=r067J8goD_|HWsB?iQyj8>UE=gg|
z+y6M;+JRMqA^lJh;W>51A{as0bHCs=01{51d*g;I$zqSyNmg4d%Vr0UD3MRuo99jB
zQ1)i$5k9dvkswi1lWB!%$h6J$yy<ly+wMbExJse(Vc$_(0mZT=+xCv=)+mvpUx`je
z=c4T1D2`6!kK=|Wa;L7R^UjM+mz&6F)4nFsl$@`S<P}qwq)VxVQZp&to1AnC&QJTv
z<ko?w<Rqz41>>oNNkPx~sf|=vjIvbA$Rm=@%`(x{3X>$S%5k)aG;>UvBxEWJ90pd&
z;H-{^+a7<eodM^_Xz*|5;JTc=TK)kSzAnrPm{CdPqc8P*rF!e3G!Mf_Dsy?Qf#FqB
zTHOO2t5@)9fib8I<FoqN%QtnEt$A{aYt4{)MeMq*Sd(ti>cGq4uvZE$aBX;}bHl4m
zYbSauOrFuQg~uAO?UyGPSS74g2ntRFA7$<jb8iS)>>R+jZ@qx-nmh1}>!~N*({l&n
zljDy(=zhv&Ht%`vDbsV$J@w?eb=S1GOf4<0;}1S~&G=5!`1sC8{Qf=l<EHxh@up3l
z)8j7w$rlpp1V;jilIp~Qt`hQ<#QwxBWKE){r@JH3)zwX&>UvV~VAmrG+Mabi@?dlv
zkB{f?Jnp&)-}F^<>*TE@d~5vHeNcGl*2}l@{kM)n;XD+%Tj|OSPrZMMyE0r^U%9+;
zv~pkNWaU)lxytjEmn&5W4vAEWE2r_%xG$7noj;O4m(PABALr*k^`y&%b6fDb7G0;S
zb9LuP=gXb%bn=~G(VsiN`r>M`n%-P(elD);P);ft<tI2qS9*MDp+_uci>1~-8t93!
zaoT{Mfh@HK1U3*S@Z?j1MRPdyrF9_xoPm!N41#%xXRhD0Y2@^iPp)ffYV^1~*{+ss
z&*?`_KmLfnv8kzL)A)G(L9O(v_^S5RgQ5ic3Yv+p&Q~T1!wiU}D>ZK>JLbt%A;$T|
zsnk+{9swZ@VP6SVN7iUjl&Ys_B<20f(wvI!h8Wqn$P38lAv-VMSBK@OuC<z!R%0Wb
zcA?;snw;c4Y2;Q*QV~GHgKLw-CB!e^K!;Vtm-66@SX<LuYP->a$$+3{c~PjoD@~Ce
z)WsM@{)&3N_>C;1-`i~l=gh6Cc1H_~`xFLAt7WC!a^s?Pp(R;*O}^QHIi;xET_0!^
zB~kBe^Vv-;X?nq!t4dohG+1?{((PU}VNfwl`f?GRvVdyQidH8k%^qVKQ=!qa8c9{#
zz9}eyNz>$w_o$1S7l)m}Q#Wr{D+FFyVCZ1qmkfZ7ST(QEQ}D|18ohC9_E3YVddz==
zXlOZmw8VsOZV9eT<2Z#{0p1xXVT?7Rpx{|Stu&tf^{Ur8{bs$IWkit&$5IaHv7(^T
zavF!xb82C>)weor!Kc#gRblSImL>m!7sg5?6{oeD03Qni0VJdpwCT3=D*maopxTv_
zarX7uACD89y&m&Vng$+vV91a0QM>>LGSZAD*Om+k$)o#E+!9WSHle@8a}-(Fysj$C
zX?A9r_pBQ<ty?$fgrlq*s_IQuRrSundZvRbO_We=9LY-*Qtu~1Gzp$oaGT`d=(8MI
znOH_EI@)A79oKf$H#Svel@%lk4izw<n1gX=f5~LYqb27`eo}I|gnzySmy~Q7Ty0*5
zl(<8QmD9K=ZbxWy+leM;Q%~0k-D-?hhgbKnW>&A>vN`o_6J3d&gi0{HVo;LT(!`P<
z$jNs3>eR;Paxj99GP=x44wZ@W#}EZ_WNeH{D(nc2K?})cQ&*iI5av=4<$ug+loVHk
z>5f=a;tr-QHMJon4YWzf7Cb5Co{BW+>D-naYRK}N!fD-yR&KLf1-q&&Bg-slIh83h
zRARQC)TK>+&B79+YrUWraPhZJ@LopH*?5gvef;evt2T{Osd#1DbHW^Y;;6~SGJ>$b
zPE<2k<Gu01f}pWYlsE;$6IN8H)EMhjYK=*hvhr(JdNV&UX20{-EJ;+DHD)CyYLOQJ
zXJZdt!GlG`y|aH9%LcpaZ=Zd$ES=XF)M`B-aTSOwk4+X)Z8u<cAXxf3Zdjh75eQi9
z^RwBcm*Y?os)^^24TxlI@EWk^W3RA0?G##m*^B8n6JakC_G0?UM5)(XQk+_wJf1YR
zvla7eM>(rMi!K7U3V?u;OERp25fqg?D_carZp@S?5<=KW1B~G9yoV2v!%Ne_9@5!4
z5Pueo8jm%Wg2e%coy=axgHOpZEXNYUfyE&Pu3#j0U{Q&)UntK|9lWt`_VcY((jK#p
zF24!B{<G3fztn~OdwN<88;_lVvGJ2x4<3RytU`_PeCLJ?1CP-LLXZzH&-j>Mo_;E}
zJnW16I(+@UcYL4v_)#A|Pv^|z)$<c0S1w(VBe*lM7=2B~A1%s`B%@WbmrbXxX@Non
z&Yucw!OMZ{lrY87`7d!oSeCp1&i7-TWCotmIbsGJWd_gg#0FJ??gqDrF#~QAAT3ZY
zywj>;-wzPXZZXv^^b8pu99?=a@{zShr(1h&yTOKo*pxLATE9>Wh~x>iCu|CRzfte#
zUY9BARSf+nMyPh~H%t*zh-y(M=HiFH=f$^M?y{2aYrbdx-oo#9vX8esZ$7(_xu@lx
z&d06HJ(_#0cZHdSmW3@h7cxI@`T4>R7c=i$KD7S4?!#vG&AK17{9xf*i`h5T-#7li
z%=}#af$^ti2B9i-U3*i=SM4M3_%6^DuLVsTbat0LWM@{}N9-@#nZ5RR>~nTTXUBGX
zS=ErJYM&;Vai3o094rvB)*K9+2#`Pk+)J`deX6)=x&73G#TSZ+t~g#yil^~!;);K1
z!)<H!ny@J}J~IY(83b?UpVrLI$lsog_4XzmvR>+agFd0(>(E~>{h@I@mYw=wK{i)c
zKj8bv*JtyqzWk}r`s4)#!u+hI9DT{AEKN@C$h>Cqd7H~;3p9HzicxSG8;i=ne%m@L
zX{v3g$Tsr&V4B6C9Qk^6*Rr?(kQ-y8G0o>tbF;q}n7X_2+$A}#yak6eyv`S~>hjX+
z7H26mmEneSl|gl;fA7lDtiCj7x<*i>J>TP6Twpo);DlAm&}N!UK8eZPTkI&Xt%(=p
z`im_Y!11iPpD^F!8c-=}LO+P-{=5R~s=Z9KaxlK$bgk(<)2~hcY2pMRq<}WKndb!*
z9n4huR1O;83fk<kH#jb!@p?72r_km=^MdXL(+l2Mz%E#`&avHb&~d_X-tmcpcO39d
z<0bLXWMC>lIs*NH(ZId{J-8US91u}J3b+H|Ks+#iN})gjTpCDejTst1lrCMV*bOc*
z<sg8gXLJ2U1p(@1RV0F_8rb<+ntjGrJ=U9cCAFT`m~@4UEM~nt^&FjFNh!xgv?Ph>
zDMX=Rl#(dm`BJ|R&wpW<{GP#T$r3kTC+Il(4Q!{TrB^rDQP^+I(PpigTHA9<=?Z7a
zbC%#uF@_9$-N^@^J<wm{S19%QP3&(urNQXO5;yzq>Wy7ohKsf6+@{{*)eV~igA<+g
zow#nzooycm)^~eVZ52;Bf`9LL;_LUGa~a*Q{XVD45v22Ki|0OK+)Nl{qC1|6d$4gD
zi*c205NrkgTALtxoOQv4T|?l}{RM!CstK>a>#2s9JWc5<($}TGm(He76L-8QE_F!#
z(pKqa=`QKKBp|xJ)h&gkQHhn#AOK2nu|s4pi#RUs5I+_f@rx|!bBbx@C9CsaIE-Bx
z`>Z!sP1kwh-fTHgNW%_SKiiyNAej{RQpSZBpIkrs?7+5HZa><R8_0}QWLIP-$~zw$
zUA*)8nx(bd-d#WT=Gt(2o;y(G%V^nf|EY6DR2S9F{gnANSC2|iJ^E(6%uoG8af9l4
z4a!0hIA5B@)K=IxWIUg#svR2k?erb;o%DU+`>pRUK0ySPtg2WU5#Gq6g14ZIzTNu)
zM%;*&mz}b2K5xK=15MQ{s!8=4Dt;XS=AFO=5JpB9a0Nnv>cCjwHvvBIMMIJRfcQbH
zU+R@Urm`n#^+rQd_NXcW;#4Q6K6<OE*N9M%E>V;La1sz$%#4w)e6U6+RFFUHD@iSD
zng1w^63_Uh?`nW@<U<(yIRk=@99mPvvI3(t)oX3om3f=nsQ2D?WBa4s3qsB<-h}hu
z3Wtu(JkYuIp(pn*+(q8a*!J^Pku<`plxl4zu3t90cXsiwn-nHY41y@|>3lz@t6e|c
z-*ta+R-M9{qq%Zh-4CDcU3%uJyU*rO+Ap5_gz++^C=ZpRAI6It%=kU^yV`dx3|L%*
zR<Yq#`5O=$r=P~S*)S9smbLp$NH6K#`mjE(=k!!C*L<kKnjr<KaaGw$KYcWt&nb%6
z<mH&kz>n`Ttut{ZQ)N7_Bd<SiH1B*Khx2}(N2EM=UKozqyff<*6N--&e^RiDHOMJB
z<IWBzd)bNO&O^?VPR98~#XNsNMCs}=iGGwVGewrt<eEiU{a>Oprt}N#v0j{9VQ4iA
zbR9w!25gsHX_Shfm0q0&bz*aNGEg)By$)lW9ce2FD==R4m1|=4Rn0ukKirhHxT#^?
zw#;Bgpd!DftGB$P{mPF*MOShZhMc9*iN;bQF|1RiR2Eh~-ODhRobnt&jCGk58F}A5
zl6QD<NmkhC$jU!fZjlIY)VbP&D{5iv_s`8SF|HhSp|8f>#l>Z+LO%cTGX8P0s*FG1
zid$Qk4Bb=zcs;4dY4UQtXWZF|EQ-EM+{!nao4XN<M?oX7-D%%M%MDeAQ^80iYjfH1
z(ID;!_6J9U7lSMcb_6GbOfcBJVjjSJM!$Llp#2#oD2+^l%s+#4dRgQX^8v8lE0NF`
zEz@=EcD)?uvJ|COX3noXXXX(#ou~@|&i2o*43#J_mKT0q-Q?)jKa_~P$cJiSJo;CO
zF!nUx?l8d|F{+%#mZ*`@h8HdTA`|O`F1wN?Tw19qNR<Dly)O@L<2v(vuTS&=pm8(+
zf*=5b#6bciKoA582_%~0AyN`aNFphLB1MXlD2kRWkhTsVvFSLD&%|;vRvhP$RyiHV
zV_CjrPiDioWR(-mtdv7><RnE+m7K}OVWP>(R~(Z2UN<1gGqXFhRr|+oRoHmwMt2v8
ze(!tV`TM>{Wj%UiMbRQ_9!N*_tsafIt383pM!{lj+~Obw#wO^U6lWJ{{ww86%c+1(
z&v80Z79dHGIuA)mR-G*FfMws&q3I*)sDMEhDx}~pN85ez%1V!1?h0ATNxF05qyk8w
zU%Wz|AQPYq41nEWS=sdU!Kb$VqJ{io%aOrv_L0ocBjXQke`E)Rv`w&M{MGxLzR>io
zCbFqXsXbRQUqMuy5A1LaKZ>-S`4X}ZYdfY>{15qG@W16h<mnjSGvuv>=W8LdpT4A|
zHV&ECU7HVXesMFoc}Ova?A1F!BF1OCCy%$cPtkMU^IpR19X<%sFrB{Xhgq0Kyloz7
zN~hp2700>m`EH{7&>IGL&HxRD#Gxz==V?es)oei=s9T&?!%EW&$gC<P52~h>DOGSv
zWAAk;HBu-uad}$HSJ2Yj(6kz%wah_0kk`G<nio2GZCtTzwH4ge1u~(F{_DczBhj=h
zX8JQ^!H2E+*)+KV4PxuMkkR(ZYQ5|6zyF)ICT}LhN><aoqTMK(B-cF#+7KT4>UzdC
z+~cnth1@N(tv6qK?AYISXYcYmlUrk(ZaFkCI$plz;q9+)@ix|YSAIKiQ-A9!rnD|r
z=9KK!R?am1wNJld;X@@PZQ`s^Nva?QSFe5|3v2CG*;=ooR!pbYKQ!1oToc@{SctZv
z+g9H9z=MxI@X=2@Gy4<XOqIw{`mUzlE?lW|`9t#0bOP)GFDs!})|~a7T}wXYdur_~
zK5}gL>~7*>Cv2Wf4JYE0^}`9?IB9+varslrmlSKSXS^FsZXX`cO>P|?=eu`SvguRs
zq9U{(kMBKN1?Q_^)hW1AsiudgJpIR|y}S0#(lACVbe0~Y^Ymf*5`Bf%0a~JC=+t4F
zreA?KgGuQ<4Z@Yykb#SrG0Q9loKj7htJhti(<5MHqyXk7v6@s6YpNr<UbWe*_GEG9
zvT7(1$KO?pIt-Dip;^S}t&lhYwFnb7i9E0X>I<s;AraVb7BD1_<n)d`guy8uOx6()
zQbeXKaiH~%-Wn3IGa{ApzzgPVoz6xZ0%;K$fdpkUY;R4*%7@J&hCLyb>@$Lmq|1!G
z-@S*oLWeA{C9C$s>V19NF6RV$3C-#W2Kv0N$M637kIc4iM|Is~bABSV{SLb`q8E7&
zLlGRqnHd8wIDflle@{ckZt8biYdgESTa`{D>mxaV#=jM5ep<W{EPn*g&~6}r446}@
zPrJ`F{-}i%C%wN!LhuKiQSOt8<WU(KWq3}Wm;Wd)%aqL4=V~$Mt}4&@(f(u=&z*u+
z#d3n2BhQnU$SWi=*v~QZ$il;g@tTalga1`s%2?q+{A0>>{G2#165`&v+dxWEv)U;o
zl}+IUcS=gdQpZwcD%Gl7L+v3^I8w|doCcZcA`EnTW(H~7C0D0$b|jd-F_)7p)`(FR
zXW2qBMI=yRLKfZHDwQNnIE?t&`bvLOliwfjhplvFU#ZB76m~l}m5`OBgUuUD^`CdU
zXo0p+<6ho`?AI{$kL9tX$I}>J@|9UgX;l>gV>UX}uykqZoWIO0=vbQJAjQ&<B3as?
zBV@)P*Y?0%he^bpQoZ;#TuEDi2<pH|rPe*^6+ERL;;iSFo_9PSc_<GWgUY^2GzOK>
zSP9Qn&R71ia=DVKWMf7ice>t4LbB?(e7(C{<^l9zw+CvnULQAlJRahlXWsKi&ocVL
zy^@@l37r3xm*?d3@+J9-%mP`GV=^hr_3=WdU!BI;5qFwW(^wT*n8sD6W)?EnyL`s^
zuTyEsVqRCHxd5uw(Cl%$#jN^WjYMD;b#cAR8uZr>t}FF09Cj~~dP_T^?0Z-0C6?w$
zHkb^ot}<}ctAYA>sLEq&_;Alicx%Tkn@VcF4E+NQdNTuIpuAU-Ahq;2OZS$~Ju{eA
z{5l<a;KcG0`C~c_?uOM$taB~go$ctz@7ZnLvuAf}N5@#8${Gk%bp%?gs7C*u-C1&n
zKj+6em0KD&<Tj~km^*SKn5KvLL#N<difMli=I-K6lh&6VAf9VcU5bjck+JTn+>_YT
zzK81A6CkHstBm!Y`o4Oy{uKQ03X(n9-Qu`wJT#ser`+Rk{1l8RZTI(oq5oU`FZZAC
zr)T@m_0RW{{hy-2A?c9!Q0$O$D0_%GwAVK<eH>|*vv6;ohKkA#uh0}`g#=CCGg}-S
z6UN{bBJt>jbMjP|qCJJC$7R)JpIKPAd_5em=FzLZMT1sfr3k~r_E3GWg>0|{wcvar
zP(;YpGi8v)2x!b3<62!YbzBS3ce{K8K-Ok2qGPp9W&>eJt13~m=38u3ksD#PfP#8&
z0g#s@bcRhfg248uXDdua>{~q;B8pyuui`6Nz1uJ7%_2d6b^ofhw9(t*?b%RQSxIq}
z!?P!0l6&>8MyG{>t3BqW-$@KFkPN+D;&dx+T@wxjD66nR)Dh{bRlU(tYZ*f_<%i(I
zo!pAjz~4U6=+TReAe#Avo!%7gJ9y^3bq1u+<ky=8lf)1tP4KLqA@wZ!PTpL#CgS$6
zJmo5%X|Xys@n)W;M3!fe(xqcqj?mErXIgj9hSJJ=4*4uR&)6WYA_n;7MfhVHmppz>
zvHpg7k0Q!Qs3#$qgfBDDq@s48FY)G_n6&gI{L$#KC}FgCEO<V@rEn~(({XxH6kdgI
z0Un)6S*Ez-*s>tpQvnj}1pz6L4;%|nnu{+Vm<!NSAcj7i2v8gdz$9ub0)c34vEl;u
zP+UdY^2p-lt5?&Kwp|_>DeB3Z5S;-dmWHGzF(tM*ZYqC8YB8gFkB9=I154P1%NHMy
zq6y83cL+L8WXJFQwxnb9_gYj3AZe>iQg7NgUMi2Ve>wZr5hkxU8(4}LIFe!^n)^Iw
zGde53^_xHZVSk0kXhVHhxxB>a$j#sZC@ZGZHK*H7A0(aSJu}qEzPemO?XcF|3cf!#
zo*Us|?g8xApS?Y&+=VZ-%<_gwuki*kCbQpOb7~E-2B{?bcDmW<Lwye&eu#`VXPSxT
zsSc!`T&jj%tbXRJVKvrKN}}5`+lXybQ{_{~H&0#agWkURJ|f=-`|#DI?#?Ou!2aV%
zls;(KiyaYTy1Z^ycUX5!$71W<tBawN&+1O-Sk9<}8T__Z7u90!Gt<R+tOj${IDu*t
zVmz&y^^f#djoUgG92xW`z59C{k6X|TcP#R*C9P>wv!O*zBC=`fjf$rz)b2sb3uD*P
z=#fE#ryhE#b$SS7)~E)&5o)$&0WcdZXK^G<+cFRjv04yJwp_bM#VJ<cuL()6kj>1n
zdRv81v9i0BVe}Z<chkU%?oAW5xyRPzyH;aVjz!l{E;8&+b1*hoFL)tay4B8#yL!_z
zjYvwCww6gEXNoWVI!i!X+EdP;DM%A=$GX*zMj-|5A;rSMnPA8p_vDERfuaSYtMcN7
z79?1?a#M0W(z<3ULfeAQRfC&5yVpFram(+jWYUNTOE5C%3piFMipJmrFc@7skjXf{
zc<`mTouepT!bn{sizXQ@(mKPcTkq|@W4d#t%f58tW+bNcjHnZI5RoZOBdV-eUZeoI
z7L0)frTP`;E8S<EXS=B{cR%HPs+)Ys`B3+lo#a{JwJKt4e0H38d+mE`31%&{W9_(M
zt$j;ZWHLHj*EpFNt^<=J!-JDbZfJ{s(rZAJYVI>5N;N|>+qH9-`=I*^Zqm&*sOqzF
zJhJy_0L}+s025!7-aKV~)Y5w#>^+B+wf~e3y-m}hks*{`xUNNyEL<nEsFZdh`ifrH
zt5w+R2sV{Qv}_5S;D*UfWesYUOwk+UhGp;?98aYomeI`RV#aq6yDSTIWY<tY81z~Z
zL|S(+5hy9olpr-&D(&tLrh+~aic<QnI!|!JfeOUc<uQq|eCm^3%?w*wS7wt$tTZPQ
zo7!g6m{-%fScbQ<aQ83PT1yBo;wO%9B@$irEoPTcY4z6hz^HYVStr({1l{I?&wYVu
zk91n}dc9f48zDiEGQ%T<PbWGgR<3<Hk-ev`Zsp3D@7K=+B}T`a3EF5S2|bJT=I-UU
z$+O6YmXK;Yu6T8XgCKrL!IB|{H4TZvZh4}NctgG@6J7ElnUJw3Q<&rCIfDDvn`N*J
zf41fUJg4GL(YM4v7U0^e(vnuw377U9Da4#G<~X5sFw&za)!zdP=B4Iruyv<yZQXM3
z-+i?7;ScY;dBXwt>blSLx8A>H)q|tofS+ss(jD&VW$?nWk6P>Imfqd);=$hkwyWjD
z@t6J%KZ#@Uf1oG19W;V2@I56Na3x)Yt0~>wQq3rx=1H#w5v3g_kJ_P~?cBM`bI|jq
z=bt_AduY}JJ*+Ym5bCrzYm&+}V$CUOuwnOQn`<EPY-AvPT<C7gwVi5vqm61CpYR><
z-S7K?@4WAyeT?r@V6S=a2?6GXS>dp7LbxK(F+mZs!kB<hF+w3{2Yb?S8rU@)ljgoG
z(yZ#lM7pRN@KkxB01Nsjc9X^Jh|~(j3pIdfuowcx1|MrFe7a`5mq22N!$|8$f}{D8
zwalLGa*@?TxaQd4lRrE7<Ef!rEk?q`MYB#Ly?yA&y##BhZoTaj-+k%v%+%t00>|=J
z(PTD137>;EZ?cQ5MenYyuO*p`_2#C=i%;MEqaAfRCfl-f)^DX46IV(Qkh<L<E`2H7
z=dFL{p>Mucg~z3H@hZ7U_8_|~3%;hf&#ZuN)uY#&-9$2dBz-1LuBu6s9ew_s$DVUz
zX&3MqUg|s3NA&Hi<2fVf1Bj0xUd65+YGNyH3lFrF?xoUg0FO<e?f7{LQlCN!^4jri
z1N?r&xrX@$($kP>7-<-9m}!`8_-zB*5G{C-7Zx?7ylQacUdMt7gF*^DkGR9gG^{Vg
zL0S8?NK&!-2U7F=z8jL}62a?^<YG<-iDb;R@<P~^LiYLzLQPCo@thLF2$cpK;{PSg
z(%UOKDCz;$giH!4`p|gp`+Gk+v3{bvLa#F%$w+ME_QAtFE7yN(Z5!EB`SYcJSnn+j
zwcdK)o#tvi=ddC!&SA$i$0JpRr)jQ~=A4cH^^3Q$w#@MNc0c<s0heG}+~Y8xdF`Iz
zgF~~qBcm$rYmxXixeauJr<AxeT1R$-=Rz<P3L7WA5}G5{J}c^Q9CM0=m2fspN?~u9
zcqIJgF!8G}4CBJ_d^y{kYaQ;;k|s}f@K!V!FM^DeAu^}n0i`SsaP`VA`#}6Syv?{b
z&;5}jvfN?BHMp+Ts_tLRaGyr1!u9DeJu^LheLB=TqSKmwU=JoVM1Z6fGu9ZkjFp2z
zjgA{(VyNS<mw?j*JobLFRTQ^!BTq3p*9xDN+Fcn(a|9BBl-;23^hKJir4`avqf2mw
zJTzj%l(ffcV8bR(x39W+q7f<22GK}!dIk3HcIjxHJM5|HhVk#37=6bIyTnzm4Ero4
zKF-!&AO6M}AJ6g}g@#+8c^nppc*OxQy?lxIJedYf5Gp5s7C0aLN$6sPdM$W5^m_PB
zJ@uM+T7Nn~{#5v>NIa~6-9W%9^tge%UbO1<qCOx7soFj#bUJGlWEEe+s~A{g^iZu}
z_YPUvmqdu}AUS=7RCeG|C)|YZtmeQ0doqwrCOeZ<GMSS8%t4-m+`-xEWi1*wTTM#U
z`D&v2xr&28(qdBUr7`J!iH%8$L}aDI62Sopwn?wRZ6GDRR}2i!s0jv|Ri;5i7PPXM
z(>VT)UK)(nq+w{UA!tXY)hKTxo>gk}T|>wg3bSIj6q2Duc&(ef#_ZI{eDX2BB{0>J
zY6?Z8OCQ$MtodZ)>gg(EvFJI2`;K&ajoba}ov|$sChxw9NAj0n8g->Ib^f~6#^m;<
zrmptM2AjQpyBBWU*1fW(qGG7$=6J`Ux~R^^S?@2w6^udC@;k%``76Y)b|_-JE=JZ5
zV>j$~5UH0bHkNtR3%%ab9YLY8GLOrbwUPrWFEZPXN0LcJiNJhhHbO)qn%`$++KhGM
z1x)NC^-+*nj7LXs&B~~BRSlJTidAT}Osxtdf!I80EnrkJWwQnEEKbddLL<~-;2IVc
zx;+$Op`G2)ur)+5rZ4rF5x*~WCY)V1KgS6$yl=R5z(GO6v_U5b#(=ZKA=)JJS8((W
z3@NpWdKXO)CFMt!KA7}XNVE&_{b)G7;h}%p6LPtbwZpTbQ4*T{)}|`dJLSs@<UDBt
z!{8@MO^sBetdZ6zL(-7KysdqCIFxPJcZftp5|SE{eavpm*mtsI&14^DFqRo+#=exb
zRI)`R%95Q_C?ZQ9lr2(;vXtx!$&$)<>sh1kdEfUqp8JnEt~u}Dd7bBVF4uj{9LLNr
zvo=0hVU3&!Cr7oE_LPQL>zV047?aSe)X#<y<tx92y)A!b#$s7k8!WE_r!9P1&|i@D
zmQs!xlQp)HY%ITP>nZ@PQEC&Z?YvZ1(x|WIsLUFHGbx#fyRM;v|JYOJWJ|Nny(c}4
z8uY<^YiO>yT;}l-H@ZJ4o1J=ty=>Anr@yG^{tZ&hQD({v-B}n6PJJ|5KCRxWi3y(x
zY_+&j&{BPiXlJAItT1h{t*Iec3mk8fr=Hl?aZ#{=RSOhz{yNFLSR?rs*zbdsS_t`w
zuHP`<O})vCqIi1l-Lc6X;E`a{@VB_0?y2<Ae00hnsQ~@i)9%&%APYg$)!Syg$J1^k
zAh~zq*E;e8qj=H<uO1B>XyrM)zTg&SS{fwkT66t=#dn67Tmhw{my>tXqsU608unJU
zF9z3@h6L`GhZ52WOJX4r`n~C{EDi6A+f~F*t7Fynu0}Mar`y^_wv&B%@>7nO7hRk4
z94cF0t~IN|W>9I?gQ?GAFTJK-x%<lS-Yvs%#%lf?fD_P9<b~T>O=vhtVVH9;Dkr48
zu5)VE8!f02l4Y9}k)@;Y@ocK=<OeS9CS@@}-7y}^eWJR$F&>UG-ZE-Oj8qBSD*5v7
zWzY2GJ26V`=3=$WH3-qT52}sbUt~5v%9ot^>Tve1M{6#5W`&IC-udf=eXL%Dyk}a~
zRE}6*p;>{GJV?ECTkwuj?Z;)}9Zm~bowu6$cU_oT@djV>?X+z!Coo4}EtLGN>0zw2
zKA1j4c5rPW*jaaH<KOh8u$7s1>^n70TtCHvjbw7{G=bDSI(jGKWX?-m3fGc7mG;G_
zTikP9pm(>xtk2n<t?bA?0n*hgr1oTr!L7AvKgVK@T3m}7({Cc&ns3!@+eG`+3X&p6
zuU>j^yiWfF_Syz>=$vn{rDIRqck){6lB_Aqvw7GtC@Hf<FfK{uV?ERhKi`zco(?gB
zQVeV=Y%1(Zaypzz9v;Cn<?s6zle+bJ-VK?x+n?kVi+*O;KJTT>T`9J&Cofh*!zo5g
zn)9rYk-^xpMk&3f{?*k~g0{|hRwPmq_tbM7CL9#X&$)N+?spU7Ba!i)m19``pfafm
zeCq2?OoKl;W+<_mI1KK4>ZK>rV-1I8UddH`NXog*Ta_7p-MmDTl6S9k1^3YglJT*w
zPhYpLd}V*IHf)#_ol+2R5uQ>aEg*}rR8MxO&t=~U4|59R>384HKE`x+awK@f^h|=e
z#wXxAZUe^YPkr9gqCPR%g$NMjeR8mzN=m-kcdyL0371cniv&BcwS0C$-&@w+J$#i#
z_`*bW!`LRyXZ=m;qfs%Q14}Te2bqU#a;xXRML)w<;H_N)BXcb(Z=UmM)E#yJ7h;ah
z-8bI*_WSaTW(*H92@U)?mR{*wBd5A)4wz~R!Q3_W_-!lUylm#M4=JN1HxRyGSbL`i
z>0TnwI)V($6bXl-`@|Xj_yc&3a<!bd;0@PJBcD$(za?EN`KfZXv%<mV1ckLG!aG`Q
z=Bi`&l?ssO&KTyGsn3=_2Qsx!Z+sU(P}mff;w#iMx|(`8(<YjeL%P3Bjq%03k`sJ`
zP2uM6XuiQ$SmK;;H~CY{&EeO)9|Lk|*0kmis7Wq0nmm^QwB&}%lb14{y2DdTi{|fk
zdG_4Q58`$S;wR6SGwO3|3&mDSzFdT_No3DO%oikDKOn6{KaM5n=nam~rTczZ2c5V+
z7trnv``n&s?>v0f`Cta8j@!5BuS*>URo;(A9D37+@7?NyC3TLQak@*rmoVhyyfi0W
znSJ+F-@`@$ojc~cdZU^jS&+aBUc9H1PO1{t&s`l@U-VVZWDlSvuR5M%z#O#iOQVT6
zho6{EeWPasU)!A<m>j5^)BR5HbKP`~{E?-)(2@f$UhJ!qq370^rJLQ#D=>f2|9(oO
zW{8C(DWu!ldw1&5l+#r8(oN(Q!?=8k;qY0bj{MU}&X5s_Po4<QTK+ctQIett*IAa8
zFq3vyU%KN`!(_fr+{IAZ(l?V!0#P})PD7dRnmL)R6~2-@eif^zWuSH8^}c)=H-+SW
zv%;wah3B;rbPKSZ^-|6Ocd6h*Z-SU&1aqH}KF6X8CJzM%*KjpeI1H~H$F+$(<lakp
z2^VJK5GWnE>|5PtI~S#hMd4x#s$G4x@c5JcWeW4i$HmpIZ1aX_;Zt8DsxCd}9%?jg
zAz$daT_0Fne}_lU_MzyZsyXlH)4O-?{(NTRZrogfUb8UqJ5~i}<+zfdO{+89Xm~RH
z1%9{twunT6=82VgZ9BSYq#8Lr`1`|d_%(AYEtyG-l3o3ahTcPsY!ya}irm%imCrwn
zY6<mz)k_>D3299!F0a1UUuk_E$Q=`KO=m((a!7R26Cko%>FZa&c}?q9&S#mNeAlLi
z=~LlCwSlt=dmi=RAjB&;>Q(xgIbH250#5V!7>U?io15p#ZyH8Klyz!wCYrL)np(`_
zEg9cLf3Y!RE@`uXIg+g}Ild@;w<}qg+RGqxX-@J=&&LIx?`HFdkL^E)YQZ`MIj%b)
z&o%Zd^tJ^Ymij8QA;01I9eFy_r8YQI++U^)Q!W%f=QJ2IH*g1xTXc)e8Mo~><21uB
zT!<2w9X95HRorPk??Z5v_!wU@xhsD^(c>vmOJ)6?DJFmXL@vkuz#s-GWyeMVh2@sF
zU-oF@A}ja1Qx5d@Rcf6oBU%@%@o1}`(bBV(Xu7IKz~OA7_r!-uaJzDOw%}$|b(|u@
zskt{Vt7boc@y7UF(IGDZ0T-`IRsmc6K~62lW0`l$=2JD#=YX}jLnn+(*viS)bv@>0
zbE5$vU1FbnGP**R1x~tNG0f$?B^s+Ct*Dj0b4UvN;_K`MbpBbsz#t{(oFoKI`(T8D
zaG1HOP~qJeh6qCsw)>OEh*PijZMeOlRG6q;f2r52%MSOgA6ckuQe`WvSUk4BScjfq
z^Br+Y`%(nwJjcyi3Tn*ewx-BljCAB7@uua--aT=sN8{se>7Et>Co3#}6M5@}N=mgs
zz3ystL+qAyq}|_p*>;xd;cI~9#2ofg9CbK!iPffZQB{mdBt%Me)@v*{GDh>{5iJ#T
zk)wraPgBt$OTG^Ng6#39c6JRT?j9dpS;cCHBA-Y#xy6$Q%CfoVpE65%RcAFFV0BAn
z$vgL^&Y3&w_R)9Cfz}KKXW4I?uO`kr$P^F5%&U@lifdLVC6az8(=f%VX2jqC(lG`S
z?eU}cD9CRzbGl78H}J2l)*;UY2RpDCZBMR+F8E(ayR7mCj=xX5=aQmUgeL9Fut;|1
zrZ%bm_VA>Vne$}~Q=>_ESF^=R=>4UmjM3V>S2sLf>|6*mueY{y@Eq|0?NBJ#A-JCj
z_zlw6nl#7+CKD50F~TeUM(2=g{$;^9{`VIZr6%5gY@Z<Ho#=Yfoz3KC{!q{o{Mph?
zHeo8N*v+EKz<GgMBRgKtz&ui)<p>XX6rfEiEF_T%V+hKL?g+L4mvg~lrb#9u2?k|V
z%tBQaiV12*yapruCJ(+?#b4Stsy~Uz<!eY6RSOjfbm?R8;*h#yBg-e*s#6~Yi5;<e
zLSV*dwl`dmd0XqaXy$BuuXx-vC*aCxV()!+C47cR7txoY*FIBN+BtsOE)-rt`Au@Q
z?Sd>D7XpsWYWw;yRo|OvD{e!R{lY(x;g=wLG1%&>zEsrMlehLz`urUlcfDvOZl<#6
z`fTet^`Iq2tH<_zH$0BimozrdjAmfnXnGnkdT%-C;LcU2PK)OupWRKJGzD@ObFw9F
zR~RDApXWB&zOz=iSMB<$qeoq{jPpU=;o`7JlhaTOC7TD+jpuot6JAd7Abd>IGV>mn
ztK6YZ=&rk{>(#pL6A%k>Rq+ZFO$}za98)IxfuBY<dVMqf-pRSeZfid+J-6#ZpIg|)
z_)=k6oPo-w4<VNxw5G_UW6qBAHEPdtUu^5p8GlO9_%yLns3q#Vk(hXZn^>@xcqOCP
zaUgfuNI1o|pd6<f!b^ShHOh6M^2@W|cq?$(zIh@yCN7qM+MVwW4RAgAKyGW%xngjy
z56cmr$ytuIuYe8JAwqH^Iz9(k?&5BbFy^YwELzp{YX^H;R93zkKW`QHysfF`i38Q;
z#5-}$6cI8~jb-F$g-~ZqPm=MD`+IkOx>kOno*<SMA|=@;fTO4F@DiiQd&pBjyc$E$
z3!HHRM*QPXcV`gh4?42^7LU4^WmdwlPT5F2X!1ZcB-jjJdbNosw8VGSu%ee2shfD&
zTU)<~ab~$IDa`6b&7;vJTqz;ro@rU?v@-qRj*$(&dy1<%wT)DHW|dv`!qYMNj}_Nk
zre#8|r8%U$x;{njRccQ@P~~#pW!0YjR?N(2!|2`b$_dEWw9q*8r-@SG0GsbgbCy;1
zuZHQtrDFmUb6tbB4{RT_E5}x?v=8|mc`DbfOleuKTO17O<c)qpt$)68w;`huktJl&
zeeybM`{?QOiWYZ^<t)~<m)81k-_QE~u-S=2X=5*C_*?&SMD!8S^`v^;@7cGPZw&&!
zGazr&lc(LT8QY#5C@NLp$S8nqtn(I7Y;vu*7~qzM&KE4IUI`uRGPO(-%vcUPej3DI
zRK%&X<6O)1+s`+IU-j=ic?Rjqz*dt}mqYWhT)A2~6BxLDX9n#tdxZaW1qNL~^dI}8
z67Z#EV|9@o5}vfNuy?)wvyK{5=q`VvjMw|NMR?%KTfe0=#tq+OGQ+v)Ay!cbMrQ{#
zB`GGsedjri8L!>gPvRyv*xnyJYjrG9pMh(qurYIy8oy?rv<VlJ4~TQR$D65F;h-81
z)+)^EVC8|n%T0b2M`v#El(5*|5G-MEZ^S-j3RFAN7XI0Rsh{;r;|~6v=?%{DOd1aC
z{48kt9LMPs8xLF-hTBJ&=S2ptH;3%l%XDz^ds5xXtq%_v%VbW^MrzZ}RA+H-m<aB$
z7iLL;>=(So^sQM2cXs*g(=)G+cL|4haw^7HakzyPpt7q3D}@R?wK#?mkspTR2J!?2
z7dYESwTCOdicbp}pGUqs#KR(I#o*H?gNwPOBOtIdh8<+%(f3Z(A(MrL-uYO<LAnNV
zMvy}l6~M4${80wddxA-YTyk-it<P1<U6cRX%YnsiibpQvNfY>d0@DpXB{RVxp126u
zqW2A*i8u3%(>3gq>l3Psa{){B(miWzeKjVu_>X6d7{943$vi8lzxs57N+qw^20E+>
zEs{pmhg%cTVPp1#8vz=k-yUpO<TNZkxS!?yB<n?#V0Q8D<gS>Qm<c1r_2~lGH(812
zVl9a1oasHQLlZ+A4pWP7kJbeBw@)6myvDb|BSRZe_yzS5=5N}cf2BS;rKhE7aza{{
z=;2GGlbrBiBRrK#@dK+<JP0QoJxJa@#2=iWe=?rJFd#WO*gpwR0m>se`M>y({+06-
zhWY={Az^?UKd~X9HVIEP{^mFZNI)S*Ke3M@fd!iW-zkxh0436<>c3DT{hEDL4hH)N
z`KU#_y{?(}{?^kk=j?RKsxfFaGfHmu)RSa9BGCJQcGZoN!)&udZ)R!(SMtAIKWV&V
z{1wUC944LO+;Mzg2dEv&aVPt1cK+dT3E}JNQ2Baqj+&z)ftW*GYr)+s?OE}1drkIR
z49Pw*fyq>3(l4;He1lmR+aI{Jc!w@4GJZzNR67A2kZTk1?p2LPWJ@5&3-{KxK<?La
zYInHE{0Y(7ZwvMERpMEXXJ$gJgWmQR)_nOAeVXUNqfv*o=3$OOv1rk_xKfk!0*Q4d
zyB@xwR;-0p$}#jz0#8^bSNra8i7|pW=G3gy-s5-nv##cNl-|Ac=6S#Cy+UG~{^DW+
zSJ1UjQT?29eAj)xgoIDB7Y=CPjp|m8gmd*)VHIpxJvA)aqJ2fILYRBAFSuq%<#EOr
zv)l=9WX&iSn01g5ISiEx%WAG&Zei2d15!NgKKeXq!cS#n#UBIn!O}jCyTVa<h+9Je
zsaC0wZ$s7Pb?O1lsV_4<`*00iik&;F8*V;iPk55r9W)f{b6m;E?wdg%xIFpPHQjTv
zLm|1Qh0f*^^0>#m<)*_oa7o}}uyzNwxDmY2W#nlK1BFAjooA&7{QM-J<0Kyii7$80
zKYMeb=jAHTclpYSum0rV<?nnMrfqxXudJ`<43ULH56ld_hMX>O4(*b$G=g*z?M6<0
z1;M6;V(gCa@1wI&Ig0Z>_U^CkTs&Y=oEo}-BssP;9+#$7o6Bc->Y3%T2ZE1-1#)@Y
zkFYML@g_z_$BJ@9?Mc0(SUQG?#$7eY%Q_Y!)~VVk_LNVxvD_~1DMglzd3AeBBe%A+
zA(4(J;OTfa$e$I9Gc@><!V88#BLAvaMHPQ9ypubT4ss;AkjP5nA0O0<gGdA=aZ8jT
z)X+<V=t|NJq!P^njm(__-JLK5aTR4YMHM`O;z$Jh<GsMZw<B~Sl?EcxoRmZ~ObxU}
zHUa)ve@`z@zzvYUrw5sa^;Z)Ap@Id*n_`GK=m&)Et|X2#GzQTr6c2Y29R!!f$il!d
zgbc`;iuWY?QK;@9n5>*QFeR1Xj5XEN{$oPmoszgKo$iH&K>YmtWc?7b6sijZhQVMU
zP&fn*2LlK&Er3kN`-91}qkz31j*xJFsgY^2KYWq}=#e2L90Vo{h5Tt~lZ=^4@}iR{
zWYDHzyd%Yjt|ac`Ln2@uo#lv7j58WcKmji>7?A)5SeT(;6x<PmfI{(jv?KaYb6)>&
z^Cx@24Zt7*hyyUf8dE6*A15MJNnFR+0Hoteq0xW055mYo<-{R>EdRgq3dqf`qW~oI
zk1!|#7_1?MKynVy#M6n&a3~A`h9bdGlsOEBg`==2lr$8Eg+dh}TaZBV0aXnu5m5Wz
zsQv@_4^;})94HB83$i<z;zw5V^6~&4L7VCL-QEwSKQM}r%?$k`Hve_B@Lq<7{~j+-
z&&`6~#9=ilPClMQGF?ye|57ghb%qH}e>v>sL-qL48w4i^(Sx|@8x2S@4DguXgmtD+
zJ@G(g<NuB@1gJ=HWkuj7okaH_D*xy_H4pml0}s+>Ct*GCWEUlIe=vdQjQ8=NivyYZ
zfhPQ(4G)s??}HzDkiX~pMXr8`fX)We2Kj5>P-X-DN7sKh(chaTkqqpRew$k%Frv|c
zTKC)>Z5|!|L16x8S4;e=sU?9^%w~@OCB4}t5}Me}7K0+8C>RWm`q5qDP^dTn1G?~E
z5z5McnD(a<o!Ouu6qIdqKl=Rw0f#UI3gis>T?U8BA>=?mZh^>u$k1pQ0=7j4hoS&(
z%b#(;-iq9c0}wFO7911}P)2T%!J%mAR$V|Q2SjW0`pXwM0)qmcW<Sg1Q0T4mA<^=v
zt?PiJVQAn0_p>e%C6C@J1CFK8Ei!~0Vv`T^XI&IpZmTX5DGzwN1&2leWS~FG&`9+5
zm?AKkZ81PX;lGffw#lF{<W^sRILmL13s6D7uz}j<9}p|(wm73v@U1rBNX+J;_~*Ew
z<+jHF2}8(l#UWvGzmQ?J$)E_-_H_VVuw_1={<g0JiGXig2NJQphL8yPZ8)^N+}0Wb
zDi^aAheW|JTWbR;4})#h1$bJw^#U9zC$}wr0EOz-wZY}!$Zaw-d|REOQ9$DUjtiZN
zCwUO5Y>J8?h#4u62=qP(VoIUVK|le4OhFJmvNHt)ObjvwK3{2qtQ7%$3|d_thJvHu
zT58%*4HR5MTT5F_UIT&9)Igw>|7V0P8}Q+ZM#od>KQ<gR8jeD;9XqCVLYwXX0nLYb
Ang9R*

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-reg.xml
new file mode 100644
index 00000000..53f41e91
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-reg.xml
@@ -0,0 +1,985 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-015-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='191'/>
+         <instruction instr-id='191' subinstr-id='2'/>
+         <instruction instr-id='191' subinstr-id='4'/>
+         <instruction instr-id='191' subinstr-id='6'/>
+         <instruction instr-id='191' subinstr-id='8'/>
+         <instruction instr-id='191' subinstr-id='10'/>
+         <instruction instr-id='191' subinstr-id='12'/>
+         <instruction instr-id='191' subinstr-id='16'/>
+         <instruction instr-id='191' subinstr-id='18'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='195' subinstr-id='2'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='208' subinstr-id='4'/>
+         <instruction instr-id='208' subinstr-id='6'/>
+         <instruction instr-id='208' subinstr-id='8'/>
+         <instruction instr-id='208' subinstr-id='12'/>
+         <instruction instr-id='208' subinstr-id='14'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='225'/>
+         <instruction instr-id='225' subinstr-id='2'/>
+         <instruction instr-id='225' subinstr-id='6'/>
+         <instruction instr-id='225' subinstr-id='8'/>
+         <instruction instr-id='225' subinstr-id='10'/>
+         <instruction instr-id='225' subinstr-id='12'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='229' subinstr-id='6'/>
+         <instruction instr-id='229' subinstr-id='8'/>
+         <instruction instr-id='229' subinstr-id='10'/>
+         <instruction instr-id='229' subinstr-id='12'/>
+         <instruction instr-id='229' subinstr-id='14'/>
+         <instruction instr-id='229' subinstr-id='16'/>
+         <instruction instr-id='229' subinstr-id='18'/>
+         <instruction instr-id='229' subinstr-id='20'/>
+         <instruction instr-id='229' subinstr-id='22'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='12'/>
+         <instruction instr-id='233' subinstr-id='14'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='246' subinstr-id='2'/>
+         <instruction instr-id='246' subinstr-id='4'/>
+         <instruction instr-id='246' subinstr-id='6'/>
+         <instruction instr-id='246' subinstr-id='8'/>
+         <instruction instr-id='246' subinstr-id='10'/>
+         <instruction instr-id='246' subinstr-id='12'/>
+         <instruction instr-id='246' subinstr-id='14'/>
+         <instruction instr-id='246' subinstr-id='16'/>
+         <instruction instr-id='246' subinstr-id='18'/>
+         <instruction instr-id='246' subinstr-id='20'/>
+         <instruction instr-id='246' subinstr-id='22'/>
+         <instruction instr-id='246' subinstr-id='24'/>
+         <instruction instr-id='246' subinstr-id='26'/>
+         <instruction instr-id='246' subinstr-id='28'/>
+         <instruction instr-id='246' subinstr-id='30'/>
+         <instruction instr-id='246' subinstr-id='32'/>
+         <instruction instr-id='246' subinstr-id='34'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='250' subinstr-id='20'/>
+         <instruction instr-id='250' subinstr-id='22'/>
+         <instruction instr-id='250' subinstr-id='24'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='290'/>
+         <instruction instr-id='290' subinstr-id='2'/>
+         <instruction instr-id='290' subinstr-id='4'/>
+         <instruction instr-id='290' subinstr-id='6'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='307'/>
+         <instruction instr-id='307' subinstr-id='2'/>
+         <instruction instr-id='307' subinstr-id='4'/>
+         <instruction instr-id='307' subinstr-id='6'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='311' subinstr-id='8'/>
+         <instruction instr-id='311' subinstr-id='10'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='324'/>
+         <instruction instr-id='324' subinstr-id='2'/>
+         <instruction instr-id='324' subinstr-id='4'/>
+         <instruction instr-id='324' subinstr-id='6'/>
+         <instruction instr-id='347'/>
+         <instruction instr-id='351'/>
+         <instruction instr-id='360'/>
+         <instruction instr-id='360' subinstr-id='2'/>
+         <instruction instr-id='360' subinstr-id='4'/>
+         <instruction instr-id='360' subinstr-id='6'/>
+         <instruction instr-id='360' subinstr-id='8'/>
+         <instruction instr-id='360' subinstr-id='10'/>
+         <instruction instr-id='360' subinstr-id='12'/>
+         <instruction instr-id='360' subinstr-id='14'/>
+         <instruction instr-id='360' subinstr-id='16'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='373'/>
+         <instruction instr-id='373' subinstr-id='2'/>
+         <instruction instr-id='373' subinstr-id='4'/>
+         <instruction instr-id='373' subinstr-id='6'/>
+         <instruction instr-id='373' subinstr-id='8'/>
+         <instruction instr-id='373' subinstr-id='10'/>
+         <instruction instr-id='373' subinstr-id='12'/>
+         <instruction instr-id='377'/>
+         <instruction instr-id='386'/>
+         <instruction instr-id='386' subinstr-id='2'/>
+         <instruction instr-id='386' subinstr-id='4'/>
+         <instruction instr-id='386' subinstr-id='6'/>
+         <instruction instr-id='386' subinstr-id='8'/>
+         <instruction instr-id='386' subinstr-id='10'/>
+         <instruction instr-id='386' subinstr-id='12'/>
+         <instruction instr-id='386' subinstr-id='16'/>
+         <instruction instr-id='386' subinstr-id='18'/>
+         <instruction instr-id='386' subinstr-id='20'/>
+         <instruction instr-id='386' subinstr-id='22'/>
+         <instruction instr-id='386' subinstr-id='24'/>
+         <instruction instr-id='386' subinstr-id='26'/>
+         <instruction instr-id='386' subinstr-id='28'/>
+         <instruction instr-id='386' subinstr-id='30'/>
+         <instruction instr-id='386' subinstr-id='32'/>
+         <instruction instr-id='386' subinstr-id='34'/>
+         <instruction instr-id='386' subinstr-id='36'/>
+         <instruction instr-id='386' subinstr-id='38'/>
+         <instruction instr-id='386' subinstr-id='40'/>
+         <instruction instr-id='386' subinstr-id='44'/>
+         <instruction instr-id='392'/>
+         <instruction instr-id='414'/>
+         <instruction instr-id='414' subinstr-id='2'/>
+         <instruction instr-id='418'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='426' subinstr-id='2'/>
+         <instruction instr-id='426' subinstr-id='4'/>
+         <instruction instr-id='426' subinstr-id='6'/>
+         <instruction instr-id='426' subinstr-id='8'/>
+         <instruction instr-id='426' subinstr-id='10'/>
+         <instruction instr-id='426' subinstr-id='14'/>
+         <instruction instr-id='426' subinstr-id='16'/>
+         <instruction instr-id='426' subinstr-id='18'/>
+         <instruction instr-id='426' subinstr-id='20'/>
+         <instruction instr-id='426' subinstr-id='22'/>
+         <instruction instr-id='426' subinstr-id='24'/>
+         <instruction instr-id='426' subinstr-id='26'/>
+         <instruction instr-id='426' subinstr-id='28'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='434'/>
+         <instruction instr-id='434' subinstr-id='2'/>
+         <instruction instr-id='434' subinstr-id='4'/>
+         <instruction instr-id='434' subinstr-id='6'/>
+         <instruction instr-id='434' subinstr-id='8'/>
+         <instruction instr-id='434' subinstr-id='10'/>
+         <instruction instr-id='434' subinstr-id='12'/>
+         <instruction instr-id='452'/>
+         <instruction instr-id='452' subinstr-id='2'/>
+         <instruction instr-id='456'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='4'/>
+         <instruction instr-id='465' subinstr-id='6'/>
+         <instruction instr-id='465' subinstr-id='8'/>
+         <instruction instr-id='465' subinstr-id='10'/>
+         <instruction instr-id='465' subinstr-id='12'/>
+         <instruction instr-id='465' subinstr-id='14'/>
+         <instruction instr-id='469'/>
+         <instruction instr-id='473'/>
+         <instruction instr-id='473' subinstr-id='2'/>
+         <instruction instr-id='473' subinstr-id='4'/>
+         <instruction instr-id='491'/>
+         <instruction instr-id='491' subinstr-id='2'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='504'/>
+         <instruction instr-id='504' subinstr-id='2'/>
+         <instruction instr-id='504' subinstr-id='4'/>
+         <instruction instr-id='508'/>
+         <instruction instr-id='508' subinstr-id='2'/>
+         <instruction instr-id='508' subinstr-id='4'/>
+         <instruction instr-id='508' subinstr-id='6'/>
+         <instruction instr-id='508' subinstr-id='8'/>
+         <instruction instr-id='508' subinstr-id='10'/>
+         <instruction instr-id='508' subinstr-id='12'/>
+         <instruction instr-id='508' subinstr-id='14'/>
+         <instruction instr-id='512'/>
+         <instruction instr-id='512' subinstr-id='2'/>
+         <instruction instr-id='512' subinstr-id='4'/>
+         <instruction instr-id='512' subinstr-id='6'/>
+         <instruction instr-id='512' subinstr-id='8'/>
+         <instruction instr-id='512' subinstr-id='10'/>
+         <instruction instr-id='530'/>
+         <instruction instr-id='530' subinstr-id='2'/>
+         <instruction instr-id='534'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='543' subinstr-id='2'/>
+         <instruction instr-id='543' subinstr-id='4'/>
+         <instruction instr-id='543' subinstr-id='6'/>
+         <instruction instr-id='543' subinstr-id='10'/>
+         <instruction instr-id='543' subinstr-id='12'/>
+         <instruction instr-id='543' subinstr-id='14'/>
+         <instruction instr-id='543' subinstr-id='16'/>
+         <instruction instr-id='543' subinstr-id='18'/>
+         <instruction instr-id='543' subinstr-id='20'/>
+         <instruction instr-id='547'/>
+         <instruction instr-id='547' subinstr-id='2'/>
+         <instruction instr-id='547' subinstr-id='4'/>
+         <instruction instr-id='547' subinstr-id='6'/>
+         <instruction instr-id='547' subinstr-id='8'/>
+         <instruction instr-id='547' subinstr-id='10'/>
+         <instruction instr-id='547' subinstr-id='12'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='2'/>
+         <instruction instr-id='551' subinstr-id='4'/>
+         <instruction instr-id='551' subinstr-id='6'/>
+         <instruction instr-id='551' subinstr-id='8'/>
+         <instruction instr-id='555'/>
+         <instruction instr-id='564'/>
+         <instruction instr-id='564' subinstr-id='2'/>
+         <instruction instr-id='564' subinstr-id='4'/>
+         <instruction instr-id='564' subinstr-id='6'/>
+         <instruction instr-id='564' subinstr-id='10'/>
+         <instruction instr-id='568'/>
+         <instruction instr-id='568' subinstr-id='2'/>
+         <instruction instr-id='568' subinstr-id='4'/>
+         <instruction instr-id='572'/>
+         <instruction instr-id='576'/>
+         <instruction instr-id='576' subinstr-id='2'/>
+         <instruction instr-id='576' subinstr-id='4'/>
+         <instruction instr-id='576' subinstr-id='6'/>
+         <instruction instr-id='580'/>
+         <instruction instr-id='580' subinstr-id='2'/>
+         <instruction instr-id='580' subinstr-id='4'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='2'/>
+         <instruction instr-id='584' subinstr-id='4'/>
+         <instruction instr-id='584' subinstr-id='6'/>
+         <instruction instr-id='584' subinstr-id='8'/>
+         <instruction instr-id='584' subinstr-id='10'/>
+         <instruction instr-id='584' subinstr-id='12'/>
+         <instruction instr-id='584' subinstr-id='14'/>
+         <instruction instr-id='584' subinstr-id='16'/>
+         <instruction instr-id='602'/>
+         <instruction instr-id='602' subinstr-id='2'/>
+         <instruction instr-id='606'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='619'/>
+         <instruction instr-id='619' subinstr-id='2'/>
+         <instruction instr-id='619' subinstr-id='4'/>
+         <instruction instr-id='619' subinstr-id='6'/>
+         <instruction instr-id='623'/>
+         <instruction instr-id='623' subinstr-id='2'/>
+         <instruction instr-id='623' subinstr-id='4'/>
+         <instruction instr-id='623' subinstr-id='6'/>
+         <instruction instr-id='627'/>
+         <instruction instr-id='627' subinstr-id='2'/>
+         <instruction instr-id='627' subinstr-id='4'/>
+         <instruction instr-id='627' subinstr-id='6'/>
+         <instruction instr-id='627' subinstr-id='8'/>
+         <instruction instr-id='627' subinstr-id='10'/>
+         <instruction instr-id='627' subinstr-id='12'/>
+         <instruction instr-id='645'/>
+         <instruction instr-id='649'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='658' subinstr-id='2'/>
+         <instruction instr-id='658' subinstr-id='4'/>
+         <instruction instr-id='658' subinstr-id='6'/>
+         <instruction instr-id='661'/>
+         <instruction instr-id='661' subinstr-id='2'/>
+         <instruction instr-id='661' subinstr-id='4'/>
+         <instruction instr-id='661' subinstr-id='6'/>
+         <instruction instr-id='665'/>
+         <instruction instr-id='665' subinstr-id='2'/>
+         <instruction instr-id='665' subinstr-id='4'/>
+         <instruction instr-id='665' subinstr-id='6'/>
+         <bounding-box x1='90' y1='84' x2='521' y2='479'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='4'>
+         <instruction instr-id='25'/>
+         <instruction instr-id='28'/>
+         <instruction instr-id='28' subinstr-id='2'/>
+         <instruction instr-id='32'/>
+         <instruction instr-id='32' subinstr-id='2'/>
+         <instruction instr-id='32' subinstr-id='4'/>
+         <instruction instr-id='32' subinstr-id='6'/>
+         <instruction instr-id='32' subinstr-id='8'/>
+         <instruction instr-id='32' subinstr-id='10'/>
+         <instruction instr-id='32' subinstr-id='12'/>
+         <instruction instr-id='32' subinstr-id='14'/>
+         <instruction instr-id='58'/>
+         <instruction instr-id='58' subinstr-id='2'/>
+         <instruction instr-id='58' subinstr-id='4'/>
+         <instruction instr-id='58' subinstr-id='6'/>
+         <instruction instr-id='64'/>
+         <instruction instr-id='64' subinstr-id='2'/>
+         <instruction instr-id='64' subinstr-id='4'/>
+         <instruction instr-id='64' subinstr-id='6'/>
+         <instruction instr-id='64' subinstr-id='8'/>
+         <instruction instr-id='70'/>
+         <instruction instr-id='70' subinstr-id='2'/>
+         <instruction instr-id='70' subinstr-id='4'/>
+         <instruction instr-id='70' subinstr-id='6'/>
+         <instruction instr-id='70' subinstr-id='8'/>
+         <instruction instr-id='76'/>
+         <instruction instr-id='80'/>
+         <instruction instr-id='80' subinstr-id='2'/>
+         <instruction instr-id='80' subinstr-id='4'/>
+         <instruction instr-id='80' subinstr-id='6'/>
+         <instruction instr-id='80' subinstr-id='8'/>
+         <instruction instr-id='80' subinstr-id='10'/>
+         <instruction instr-id='80' subinstr-id='12'/>
+         <instruction instr-id='80' subinstr-id='14'/>
+         <instruction instr-id='80' subinstr-id='16'/>
+         <instruction instr-id='80' subinstr-id='18'/>
+         <instruction instr-id='80' subinstr-id='20'/>
+         <instruction instr-id='80' subinstr-id='24'/>
+         <instruction instr-id='80' subinstr-id='26'/>
+         <instruction instr-id='80' subinstr-id='28'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='86' subinstr-id='4'/>
+         <instruction instr-id='86' subinstr-id='6'/>
+         <instruction instr-id='86' subinstr-id='8'/>
+         <instruction instr-id='86' subinstr-id='10'/>
+         <instruction instr-id='86' subinstr-id='12'/>
+         <instruction instr-id='86' subinstr-id='14'/>
+         <instruction instr-id='86' subinstr-id='16'/>
+         <instruction instr-id='90'/>
+         <instruction instr-id='99'/>
+         <instruction instr-id='99' subinstr-id='2'/>
+         <instruction instr-id='99' subinstr-id='4'/>
+         <instruction instr-id='103'/>
+         <instruction instr-id='111'/>
+         <instruction instr-id='111' subinstr-id='2'/>
+         <instruction instr-id='111' subinstr-id='4'/>
+         <instruction instr-id='111' subinstr-id='6'/>
+         <instruction instr-id='111' subinstr-id='8'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='133' subinstr-id='4'/>
+         <instruction instr-id='133' subinstr-id='6'/>
+         <instruction instr-id='133' subinstr-id='8'/>
+         <instruction instr-id='133' subinstr-id='10'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='146' subinstr-id='2'/>
+         <instruction instr-id='146' subinstr-id='6'/>
+         <instruction instr-id='146' subinstr-id='8'/>
+         <instruction instr-id='146' subinstr-id='10'/>
+         <instruction instr-id='146' subinstr-id='12'/>
+         <instruction instr-id='146' subinstr-id='14'/>
+         <instruction instr-id='146' subinstr-id='16'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='6'/>
+         <instruction instr-id='150' subinstr-id='8'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='163' subinstr-id='12'/>
+         <instruction instr-id='163' subinstr-id='14'/>
+         <instruction instr-id='163' subinstr-id='16'/>
+         <instruction instr-id='163' subinstr-id='18'/>
+         <instruction instr-id='163' subinstr-id='20'/>
+         <instruction instr-id='163' subinstr-id='22'/>
+         <instruction instr-id='163' subinstr-id='24'/>
+         <instruction instr-id='163' subinstr-id='26'/>
+         <instruction instr-id='168'/>
+         <instruction instr-id='168' subinstr-id='2'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='181' subinstr-id='10'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='194' subinstr-id='2'/>
+         <instruction instr-id='194' subinstr-id='4'/>
+         <instruction instr-id='194' subinstr-id='6'/>
+         <instruction instr-id='194' subinstr-id='8'/>
+         <instruction instr-id='194' subinstr-id='10'/>
+         <instruction instr-id='194' subinstr-id='12'/>
+         <instruction instr-id='194' subinstr-id='14'/>
+         <instruction instr-id='194' subinstr-id='16'/>
+         <instruction instr-id='194' subinstr-id='18'/>
+         <instruction instr-id='194' subinstr-id='20'/>
+         <instruction instr-id='194' subinstr-id='22'/>
+         <instruction instr-id='194' subinstr-id='24'/>
+         <instruction instr-id='194' subinstr-id='26'/>
+         <instruction instr-id='194' subinstr-id='28'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='207'/>
+         <instruction instr-id='207' subinstr-id='2'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='239' subinstr-id='8'/>
+         <instruction instr-id='239' subinstr-id='10'/>
+         <instruction instr-id='239' subinstr-id='12'/>
+         <instruction instr-id='239' subinstr-id='14'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='250' subinstr-id='20'/>
+         <instruction instr-id='250' subinstr-id='22'/>
+         <instruction instr-id='250' subinstr-id='24'/>
+         <instruction instr-id='250' subinstr-id='26'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='4'/>
+         <instruction instr-id='256' subinstr-id='6'/>
+         <instruction instr-id='256' subinstr-id='8'/>
+         <instruction instr-id='256' subinstr-id='10'/>
+         <instruction instr-id='256' subinstr-id='12'/>
+         <instruction instr-id='256' subinstr-id='14'/>
+         <instruction instr-id='256' subinstr-id='16'/>
+         <instruction instr-id='256' subinstr-id='18'/>
+         <instruction instr-id='256' subinstr-id='20'/>
+         <instruction instr-id='256' subinstr-id='22'/>
+         <instruction instr-id='256' subinstr-id='24'/>
+         <instruction instr-id='256' subinstr-id='26'/>
+         <instruction instr-id='256' subinstr-id='28'/>
+         <instruction instr-id='256' subinstr-id='30'/>
+         <instruction instr-id='256' subinstr-id='32'/>
+         <instruction instr-id='256' subinstr-id='34'/>
+         <instruction instr-id='256' subinstr-id='36'/>
+         <instruction instr-id='256' subinstr-id='38'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='298' subinstr-id='2'/>
+         <instruction instr-id='298' subinstr-id='4'/>
+         <instruction instr-id='298' subinstr-id='6'/>
+         <instruction instr-id='298' subinstr-id='8'/>
+         <instruction instr-id='298' subinstr-id='10'/>
+         <instruction instr-id='298' subinstr-id='12'/>
+         <instruction instr-id='298' subinstr-id='14'/>
+         <instruction instr-id='298' subinstr-id='16'/>
+         <instruction instr-id='298' subinstr-id='18'/>
+         <instruction instr-id='298' subinstr-id='20'/>
+         <instruction instr-id='298' subinstr-id='22'/>
+         <instruction instr-id='298' subinstr-id='24'/>
+         <instruction instr-id='298' subinstr-id='26'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='306'/>
+         <instruction instr-id='306' subinstr-id='2'/>
+         <instruction instr-id='306' subinstr-id='4'/>
+         <instruction instr-id='306' subinstr-id='6'/>
+         <instruction instr-id='306' subinstr-id='8'/>
+         <instruction instr-id='306' subinstr-id='10'/>
+         <instruction instr-id='306' subinstr-id='14'/>
+         <instruction instr-id='306' subinstr-id='16'/>
+         <instruction instr-id='306' subinstr-id='18'/>
+         <instruction instr-id='306' subinstr-id='20'/>
+         <instruction instr-id='306' subinstr-id='22'/>
+         <instruction instr-id='306' subinstr-id='24'/>
+         <instruction instr-id='306' subinstr-id='26'/>
+         <instruction instr-id='306' subinstr-id='28'/>
+         <instruction instr-id='306' subinstr-id='30'/>
+         <instruction instr-id='306' subinstr-id='32'/>
+         <instruction instr-id='306' subinstr-id='34'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='6'/>
+         <instruction instr-id='312' subinstr-id='8'/>
+         <instruction instr-id='312' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='12'/>
+         <instruction instr-id='312' subinstr-id='14'/>
+         <instruction instr-id='312' subinstr-id='16'/>
+         <instruction instr-id='312' subinstr-id='18'/>
+         <instruction instr-id='312' subinstr-id='20'/>
+         <instruction instr-id='312' subinstr-id='22'/>
+         <instruction instr-id='312' subinstr-id='24'/>
+         <instruction instr-id='312' subinstr-id='26'/>
+         <instruction instr-id='312' subinstr-id='28'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='317' subinstr-id='6'/>
+         <instruction instr-id='317' subinstr-id='8'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='323' subinstr-id='6'/>
+         <instruction instr-id='323' subinstr-id='8'/>
+         <instruction instr-id='323' subinstr-id='10'/>
+         <instruction instr-id='323' subinstr-id='12'/>
+         <instruction instr-id='323' subinstr-id='14'/>
+         <instruction instr-id='323' subinstr-id='16'/>
+         <instruction instr-id='323' subinstr-id='18'/>
+         <instruction instr-id='323' subinstr-id='20'/>
+         <instruction instr-id='323' subinstr-id='22'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <instruction instr-id='329' subinstr-id='8'/>
+         <instruction instr-id='329' subinstr-id='10'/>
+         <instruction instr-id='329' subinstr-id='12'/>
+         <instruction instr-id='329' subinstr-id='14'/>
+         <instruction instr-id='329' subinstr-id='16'/>
+         <instruction instr-id='329' subinstr-id='18'/>
+         <instruction instr-id='329' subinstr-id='20'/>
+         <instruction instr-id='329' subinstr-id='22'/>
+         <instruction instr-id='329' subinstr-id='24'/>
+         <instruction instr-id='329' subinstr-id='26'/>
+         <instruction instr-id='329' subinstr-id='28'/>
+         <instruction instr-id='329' subinstr-id='30'/>
+         <instruction instr-id='329' subinstr-id='32'/>
+         <instruction instr-id='329' subinstr-id='34'/>
+         <instruction instr-id='329' subinstr-id='36'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='334' subinstr-id='8'/>
+         <instruction instr-id='334' subinstr-id='10'/>
+         <instruction instr-id='334' subinstr-id='12'/>
+         <instruction instr-id='334' subinstr-id='14'/>
+         <instruction instr-id='334' subinstr-id='16'/>
+         <instruction instr-id='334' subinstr-id='18'/>
+         <instruction instr-id='334' subinstr-id='20'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='340' subinstr-id='6'/>
+         <instruction instr-id='340' subinstr-id='8'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='346' subinstr-id='2'/>
+         <instruction instr-id='346' subinstr-id='4'/>
+         <instruction instr-id='350'/>
+         <instruction instr-id='359'/>
+         <instruction instr-id='359' subinstr-id='2'/>
+         <instruction instr-id='359' subinstr-id='4'/>
+         <instruction instr-id='359' subinstr-id='6'/>
+         <instruction instr-id='359' subinstr-id='8'/>
+         <instruction instr-id='359' subinstr-id='10'/>
+         <instruction instr-id='359' subinstr-id='12'/>
+         <instruction instr-id='363'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='372' subinstr-id='4'/>
+         <instruction instr-id='372' subinstr-id='6'/>
+         <instruction instr-id='372' subinstr-id='8'/>
+         <instruction instr-id='372' subinstr-id='10'/>
+         <instruction instr-id='372' subinstr-id='12'/>
+         <instruction instr-id='372' subinstr-id='14'/>
+         <instruction instr-id='372' subinstr-id='16'/>
+         <instruction instr-id='376'/>
+         <instruction instr-id='385'/>
+         <instruction instr-id='385' subinstr-id='2'/>
+         <instruction instr-id='385' subinstr-id='4'/>
+         <instruction instr-id='385' subinstr-id='6'/>
+         <instruction instr-id='385' subinstr-id='8'/>
+         <instruction instr-id='385' subinstr-id='10'/>
+         <instruction instr-id='385' subinstr-id='12'/>
+         <instruction instr-id='385' subinstr-id='14'/>
+         <instruction instr-id='385' subinstr-id='16'/>
+         <instruction instr-id='385' subinstr-id='18'/>
+         <instruction instr-id='385' subinstr-id='20'/>
+         <instruction instr-id='385' subinstr-id='22'/>
+         <instruction instr-id='385' subinstr-id='24'/>
+         <instruction instr-id='385' subinstr-id='26'/>
+         <instruction instr-id='385' subinstr-id='28'/>
+         <instruction instr-id='385' subinstr-id='30'/>
+         <instruction instr-id='389'/>
+         <instruction instr-id='398'/>
+         <instruction instr-id='398' subinstr-id='2'/>
+         <instruction instr-id='398' subinstr-id='4'/>
+         <instruction instr-id='398' subinstr-id='6'/>
+         <instruction instr-id='398' subinstr-id='8'/>
+         <instruction instr-id='398' subinstr-id='10'/>
+         <instruction instr-id='398' subinstr-id='12'/>
+         <instruction instr-id='398' subinstr-id='14'/>
+         <instruction instr-id='398' subinstr-id='16'/>
+         <instruction instr-id='398' subinstr-id='18'/>
+         <instruction instr-id='398' subinstr-id='20'/>
+         <instruction instr-id='398' subinstr-id='22'/>
+         <instruction instr-id='398' subinstr-id='24'/>
+         <instruction instr-id='398' subinstr-id='26'/>
+         <instruction instr-id='398' subinstr-id='28'/>
+         <instruction instr-id='398' subinstr-id='30'/>
+         <instruction instr-id='402'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='411' subinstr-id='2'/>
+         <instruction instr-id='411' subinstr-id='4'/>
+         <instruction instr-id='411' subinstr-id='6'/>
+         <instruction instr-id='411' subinstr-id='8'/>
+         <instruction instr-id='411' subinstr-id='10'/>
+         <instruction instr-id='411' subinstr-id='12'/>
+         <instruction instr-id='411' subinstr-id='14'/>
+         <instruction instr-id='411' subinstr-id='16'/>
+         <instruction instr-id='411' subinstr-id='18'/>
+         <instruction instr-id='411' subinstr-id='20'/>
+         <instruction instr-id='411' subinstr-id='22'/>
+         <instruction instr-id='411' subinstr-id='24'/>
+         <instruction instr-id='411' subinstr-id='26'/>
+         <instruction instr-id='411' subinstr-id='28'/>
+         <instruction instr-id='411' subinstr-id='30'/>
+         <instruction instr-id='411' subinstr-id='32'/>
+         <instruction instr-id='411' subinstr-id='36'/>
+         <instruction instr-id='411' subinstr-id='38'/>
+         <instruction instr-id='411' subinstr-id='40'/>
+         <instruction instr-id='411' subinstr-id='42'/>
+         <instruction instr-id='411' subinstr-id='44'/>
+         <instruction instr-id='411' subinstr-id='46'/>
+         <instruction instr-id='411' subinstr-id='48'/>
+         <instruction instr-id='411' subinstr-id='50'/>
+         <instruction instr-id='411' subinstr-id='52'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='424' subinstr-id='2'/>
+         <instruction instr-id='424' subinstr-id='4'/>
+         <instruction instr-id='424' subinstr-id='6'/>
+         <instruction instr-id='424' subinstr-id='8'/>
+         <instruction instr-id='424' subinstr-id='10'/>
+         <instruction instr-id='424' subinstr-id='12'/>
+         <instruction instr-id='424' subinstr-id='14'/>
+         <instruction instr-id='424' subinstr-id='16'/>
+         <instruction instr-id='424' subinstr-id='18'/>
+         <instruction instr-id='424' subinstr-id='20'/>
+         <instruction instr-id='424' subinstr-id='22'/>
+         <instruction instr-id='424' subinstr-id='24'/>
+         <instruction instr-id='424' subinstr-id='26'/>
+         <instruction instr-id='424' subinstr-id='28'/>
+         <instruction instr-id='424' subinstr-id='30'/>
+         <instruction instr-id='424' subinstr-id='32'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='451'/>
+         <instruction instr-id='451' subinstr-id='2'/>
+         <instruction instr-id='461'/>
+         <instruction instr-id='461' subinstr-id='2'/>
+         <instruction instr-id='461' subinstr-id='4'/>
+         <instruction instr-id='461' subinstr-id='6'/>
+         <instruction instr-id='461' subinstr-id='8'/>
+         <instruction instr-id='461' subinstr-id='10'/>
+         <instruction instr-id='461' subinstr-id='12'/>
+         <instruction instr-id='461' subinstr-id='14'/>
+         <instruction instr-id='461' subinstr-id='16'/>
+         <instruction instr-id='461' subinstr-id='18'/>
+         <instruction instr-id='470'/>
+         <instruction instr-id='470' subinstr-id='2'/>
+         <instruction instr-id='470' subinstr-id='4'/>
+         <instruction instr-id='470' subinstr-id='6'/>
+         <instruction instr-id='470' subinstr-id='8'/>
+         <instruction instr-id='470' subinstr-id='10'/>
+         <instruction instr-id='470' subinstr-id='12'/>
+         <instruction instr-id='470' subinstr-id='14'/>
+         <instruction instr-id='470' subinstr-id='16'/>
+         <instruction instr-id='470' subinstr-id='18'/>
+         <instruction instr-id='470' subinstr-id='20'/>
+         <instruction instr-id='470' subinstr-id='22'/>
+         <instruction instr-id='470' subinstr-id='24'/>
+         <instruction instr-id='470' subinstr-id='26'/>
+         <instruction instr-id='470' subinstr-id='28'/>
+         <instruction instr-id='470' subinstr-id='30'/>
+         <instruction instr-id='470' subinstr-id='32'/>
+         <instruction instr-id='470' subinstr-id='34'/>
+         <instruction instr-id='470' subinstr-id='36'/>
+         <instruction instr-id='470' subinstr-id='38'/>
+         <instruction instr-id='470' subinstr-id='40'/>
+         <instruction instr-id='470' subinstr-id='42'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='476' subinstr-id='2'/>
+         <instruction instr-id='476' subinstr-id='4'/>
+         <instruction instr-id='476' subinstr-id='6'/>
+         <instruction instr-id='476' subinstr-id='8'/>
+         <instruction instr-id='476' subinstr-id='10'/>
+         <instruction instr-id='476' subinstr-id='12'/>
+         <instruction instr-id='476' subinstr-id='14'/>
+         <instruction instr-id='476' subinstr-id='16'/>
+         <instruction instr-id='476' subinstr-id='18'/>
+         <instruction instr-id='476' subinstr-id='20'/>
+         <instruction instr-id='476' subinstr-id='22'/>
+         <instruction instr-id='476' subinstr-id='24'/>
+         <instruction instr-id='476' subinstr-id='26'/>
+         <instruction instr-id='476' subinstr-id='28'/>
+         <instruction instr-id='476' subinstr-id='32'/>
+         <instruction instr-id='476' subinstr-id='34'/>
+         <instruction instr-id='481'/>
+         <instruction instr-id='481' subinstr-id='2'/>
+         <instruction instr-id='481' subinstr-id='4'/>
+         <instruction instr-id='490'/>
+         <instruction instr-id='490' subinstr-id='2'/>
+         <instruction instr-id='490' subinstr-id='4'/>
+         <instruction instr-id='490' subinstr-id='6'/>
+         <instruction instr-id='490' subinstr-id='8'/>
+         <instruction instr-id='490' subinstr-id='10'/>
+         <instruction instr-id='490' subinstr-id='12'/>
+         <instruction instr-id='490' subinstr-id='14'/>
+         <instruction instr-id='490' subinstr-id='16'/>
+         <instruction instr-id='490' subinstr-id='18'/>
+         <instruction instr-id='490' subinstr-id='20'/>
+         <instruction instr-id='490' subinstr-id='22'/>
+         <instruction instr-id='490' subinstr-id='24'/>
+         <instruction instr-id='490' subinstr-id='26'/>
+         <instruction instr-id='490' subinstr-id='28'/>
+         <instruction instr-id='490' subinstr-id='30'/>
+         <instruction instr-id='490' subinstr-id='32'/>
+         <instruction instr-id='490' subinstr-id='34'/>
+         <instruction instr-id='490' subinstr-id='36'/>
+         <instruction instr-id='490' subinstr-id='38'/>
+         <instruction instr-id='490' subinstr-id='40'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='495' subinstr-id='2'/>
+         <instruction instr-id='495' subinstr-id='4'/>
+         <instruction instr-id='495' subinstr-id='6'/>
+         <instruction instr-id='495' subinstr-id='8'/>
+         <instruction instr-id='495' subinstr-id='10'/>
+         <instruction instr-id='495' subinstr-id='12'/>
+         <instruction instr-id='495' subinstr-id='14'/>
+         <instruction instr-id='495' subinstr-id='16'/>
+         <instruction instr-id='495' subinstr-id='18'/>
+         <instruction instr-id='495' subinstr-id='20'/>
+         <instruction instr-id='495' subinstr-id='22'/>
+         <instruction instr-id='501'/>
+         <instruction instr-id='501' subinstr-id='2'/>
+         <instruction instr-id='501' subinstr-id='4'/>
+         <instruction instr-id='501' subinstr-id='6'/>
+         <instruction instr-id='501' subinstr-id='10'/>
+         <instruction instr-id='501' subinstr-id='12'/>
+         <instruction instr-id='501' subinstr-id='14'/>
+         <instruction instr-id='501' subinstr-id='16'/>
+         <instruction instr-id='501' subinstr-id='18'/>
+         <instruction instr-id='501' subinstr-id='20'/>
+         <instruction instr-id='501' subinstr-id='22'/>
+         <instruction instr-id='501' subinstr-id='24'/>
+         <instruction instr-id='501' subinstr-id='28'/>
+         <instruction instr-id='501' subinstr-id='30'/>
+         <instruction instr-id='501' subinstr-id='32'/>
+         <instruction instr-id='501' subinstr-id='34'/>
+         <instruction instr-id='501' subinstr-id='36'/>
+         <instruction instr-id='501' subinstr-id='38'/>
+         <instruction instr-id='501' subinstr-id='40'/>
+         <instruction instr-id='501' subinstr-id='42'/>
+         <instruction instr-id='507'/>
+         <instruction instr-id='507' subinstr-id='2'/>
+         <instruction instr-id='507' subinstr-id='4'/>
+         <instruction instr-id='507' subinstr-id='6'/>
+         <instruction instr-id='507' subinstr-id='8'/>
+         <instruction instr-id='507' subinstr-id='10'/>
+         <instruction instr-id='507' subinstr-id='12'/>
+         <instruction instr-id='507' subinstr-id='14'/>
+         <instruction instr-id='507' subinstr-id='16'/>
+         <instruction instr-id='511'/>
+         <instruction instr-id='520'/>
+         <instruction instr-id='520' subinstr-id='2'/>
+         <instruction instr-id='520' subinstr-id='4'/>
+         <instruction instr-id='520' subinstr-id='6'/>
+         <instruction instr-id='520' subinstr-id='8'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='525' subinstr-id='2'/>
+         <instruction instr-id='525' subinstr-id='4'/>
+         <instruction instr-id='529'/>
+         <instruction instr-id='529' subinstr-id='2'/>
+         <instruction instr-id='529' subinstr-id='4'/>
+         <instruction instr-id='533'/>
+         <instruction instr-id='533' subinstr-id='2'/>
+         <instruction instr-id='533' subinstr-id='4'/>
+         <instruction instr-id='533' subinstr-id='6'/>
+         <instruction instr-id='533' subinstr-id='8'/>
+         <instruction instr-id='533' subinstr-id='10'/>
+         <instruction instr-id='533' subinstr-id='12'/>
+         <instruction instr-id='533' subinstr-id='14'/>
+         <instruction instr-id='533' subinstr-id='16'/>
+         <instruction instr-id='533' subinstr-id='18'/>
+         <instruction instr-id='533' subinstr-id='20'/>
+         <instruction instr-id='533' subinstr-id='22'/>
+         <instruction instr-id='533' subinstr-id='24'/>
+         <instruction instr-id='537'/>
+         <instruction instr-id='546'/>
+         <instruction instr-id='546' subinstr-id='2'/>
+         <instruction instr-id='546' subinstr-id='4'/>
+         <instruction instr-id='546' subinstr-id='6'/>
+         <instruction instr-id='546' subinstr-id='10'/>
+         <instruction instr-id='546' subinstr-id='12'/>
+         <instruction instr-id='546' subinstr-id='14'/>
+         <instruction instr-id='546' subinstr-id='16'/>
+         <instruction instr-id='546' subinstr-id='18'/>
+         <instruction instr-id='546' subinstr-id='20'/>
+         <instruction instr-id='546' subinstr-id='22'/>
+         <instruction instr-id='546' subinstr-id='24'/>
+         <instruction instr-id='546' subinstr-id='26'/>
+         <instruction instr-id='546' subinstr-id='28'/>
+         <instruction instr-id='546' subinstr-id='30'/>
+         <instruction instr-id='546' subinstr-id='32'/>
+         <instruction instr-id='546' subinstr-id='34'/>
+         <instruction instr-id='546' subinstr-id='36'/>
+         <instruction instr-id='546' subinstr-id='38'/>
+         <instruction instr-id='546' subinstr-id='40'/>
+         <instruction instr-id='546' subinstr-id='42'/>
+         <instruction instr-id='546' subinstr-id='44'/>
+         <instruction instr-id='546' subinstr-id='46'/>
+         <instruction instr-id='546' subinstr-id='48'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='2'/>
+         <instruction instr-id='551' subinstr-id='4'/>
+         <instruction instr-id='551' subinstr-id='6'/>
+         <instruction instr-id='551' subinstr-id='8'/>
+         <instruction instr-id='551' subinstr-id='10'/>
+         <instruction instr-id='551' subinstr-id='12'/>
+         <instruction instr-id='551' subinstr-id='14'/>
+         <instruction instr-id='551' subinstr-id='16'/>
+         <instruction instr-id='551' subinstr-id='18'/>
+         <instruction instr-id='551' subinstr-id='20'/>
+         <instruction instr-id='551' subinstr-id='22'/>
+         <instruction instr-id='551' subinstr-id='24'/>
+         <instruction instr-id='556'/>
+         <instruction instr-id='556' subinstr-id='2'/>
+         <instruction instr-id='556' subinstr-id='4'/>
+         <instruction instr-id='556' subinstr-id='6'/>
+         <instruction instr-id='556' subinstr-id='8'/>
+         <instruction instr-id='561' subinstr-id='2'/>
+         <instruction instr-id='561' subinstr-id='4'/>
+         <instruction instr-id='561' subinstr-id='6'/>
+         <instruction instr-id='561' subinstr-id='8'/>
+         <instruction instr-id='561' subinstr-id='10'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='565' subinstr-id='2'/>
+         <instruction instr-id='565' subinstr-id='4'/>
+         <instruction instr-id='565' subinstr-id='6'/>
+         <instruction instr-id='565' subinstr-id='8'/>
+         <instruction instr-id='565' subinstr-id='10'/>
+         <instruction instr-id='565' subinstr-id='12'/>
+         <instruction instr-id='565' subinstr-id='14'/>
+         <instruction instr-id='565' subinstr-id='18'/>
+         <instruction instr-id='565' subinstr-id='20'/>
+         <instruction instr-id='565' subinstr-id='22'/>
+         <instruction instr-id='565' subinstr-id='24'/>
+         <instruction instr-id='565' subinstr-id='26'/>
+         <instruction instr-id='565' subinstr-id='28'/>
+         <instruction instr-id='565' subinstr-id='30'/>
+         <instruction instr-id='589'/>
+         <instruction instr-id='589' subinstr-id='2'/>
+         <instruction instr-id='589' subinstr-id='4'/>
+         <instruction instr-id='596'/>
+         <instruction instr-id='600' subinstr-id='2'/>
+         <instruction instr-id='600' subinstr-id='4'/>
+         <instruction instr-id='600' subinstr-id='6'/>
+         <instruction instr-id='600' subinstr-id='8'/>
+         <instruction instr-id='600' subinstr-id='10'/>
+         <instruction instr-id='600' subinstr-id='12'/>
+         <instruction instr-id='600' subinstr-id='14'/>
+         <instruction instr-id='600' subinstr-id='16'/>
+         <instruction instr-id='600' subinstr-id='18'/>
+         <instruction instr-id='600' subinstr-id='20'/>
+         <instruction instr-id='604'/>
+         <instruction instr-id='604' subinstr-id='2'/>
+         <instruction instr-id='604' subinstr-id='4'/>
+         <instruction instr-id='604' subinstr-id='6'/>
+         <instruction instr-id='604' subinstr-id='8'/>
+         <instruction instr-id='604' subinstr-id='10'/>
+         <instruction instr-id='604' subinstr-id='12'/>
+         <instruction instr-id='604' subinstr-id='14'/>
+         <instruction instr-id='608'/>
+         <instruction instr-id='608' subinstr-id='2'/>
+         <instruction instr-id='608' subinstr-id='4'/>
+         <instruction instr-id='608' subinstr-id='6'/>
+         <instruction instr-id='608' subinstr-id='8'/>
+         <instruction instr-id='608' subinstr-id='10'/>
+         <instruction instr-id='608' subinstr-id='12'/>
+         <instruction instr-id='612'/>
+         <instruction instr-id='612' subinstr-id='2'/>
+         <instruction instr-id='612' subinstr-id='4'/>
+         <instruction instr-id='612' subinstr-id='6'/>
+         <instruction instr-id='612' subinstr-id='8'/>
+         <instruction instr-id='612' subinstr-id='10'/>
+         <instruction instr-id='612' subinstr-id='12'/>
+         <instruction instr-id='612' subinstr-id='14'/>
+         <instruction instr-id='612' subinstr-id='16'/>
+         <instruction instr-id='612' subinstr-id='18'/>
+         <instruction instr-id='612' subinstr-id='20'/>
+         <instruction instr-id='612' subinstr-id='22'/>
+         <instruction instr-id='612' subinstr-id='24'/>
+         <instruction instr-id='612' subinstr-id='26'/>
+         <instruction instr-id='612' subinstr-id='28'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='617' subinstr-id='4'/>
+         <instruction instr-id='617' subinstr-id='6'/>
+         <instruction instr-id='617' subinstr-id='8'/>
+         <instruction instr-id='617' subinstr-id='10'/>
+         <instruction instr-id='617' subinstr-id='12'/>
+         <instruction instr-id='617' subinstr-id='14'/>
+         <instruction instr-id='617' subinstr-id='18'/>
+         <instruction instr-id='617' subinstr-id='20'/>
+         <instruction instr-id='617' subinstr-id='22'/>
+         <instruction instr-id='617' subinstr-id='24'/>
+         <instruction instr-id='617' subinstr-id='26'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='626'/>
+         <instruction instr-id='635'/>
+         <instruction instr-id='635' subinstr-id='2'/>
+         <instruction instr-id='635' subinstr-id='4'/>
+         <instruction instr-id='635' subinstr-id='6'/>
+         <instruction instr-id='635' subinstr-id='8'/>
+         <instruction instr-id='635' subinstr-id='10'/>
+         <instruction instr-id='635' subinstr-id='12'/>
+         <instruction instr-id='639'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='648' subinstr-id='2'/>
+         <bounding-box x1='72' y1='107' x2='715' y2='526'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-str.xml
new file mode 100644
index 00000000..be1d081e
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015-str.xml
@@ -0,0 +1,1223 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-015-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='1' start-row='0' start-col='0' >
+            <bounding-box x1='116' y1='467' x2='189' y2='479'/>
+            <content>Item Property</content>
+            <instruction instr-id='156' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1' >
+            <bounding-box x1='294' y1='467' x2='452' y2='479'/>
+            <content>Reason for Change or Deletion</content>
+            <instruction instr-id='156' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0' >
+            <bounding-box x1='90' y1='448' x2='177' y2='459'/>
+            <content>Clarity or relevance</content>
+            <instruction instr-id='178' subinstr-id='0'/>
+            <instruction instr-id='178' subinstr-id='2'/>
+            <instruction instr-id='178' subinstr-id='4'/>
+            <instruction instr-id='178' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0' >
+            <bounding-box x1='90' y1='367' x2='159' y2='378'/>
+            <content>Response range</content>
+            <instruction instr-id='273' subinstr-id='0'/>
+            <instruction instr-id='273' subinstr-id='2'/>
+            <instruction instr-id='273' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0' >
+            <bounding-box x1='90' y1='308' x2='137' y2='319'/>
+            <content>Variability</content>
+            <instruction instr-id='347' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0' >
+            <bounding-box x1='90' y1='255' x2='159' y2='266'/>
+            <content>Reproducibility</content>
+            <instruction instr-id='414' subinstr-id='0'/>
+            <instruction instr-id='414' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0' >
+            <bounding-box x1='90' y1='230' x2='184' y2='241'/>
+            <content>Inter-item correlation</content>
+            <instruction instr-id='452' subinstr-id='0'/>
+            <instruction instr-id='452' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0' >
+            <bounding-box x1='90' y1='205' x2='196' y2='216'/>
+            <content>Ability to detect change</content>
+            <instruction instr-id='491' subinstr-id='0'/>
+            <instruction instr-id='491' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0' >
+            <bounding-box x1='90' y1='181' x2='176' y2='192'/>
+            <content>Item discrimination</content>
+            <instruction instr-id='530' subinstr-id='0'/>
+            <instruction instr-id='530' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0' >
+            <bounding-box x1='90' y1='121' x2='144' y2='132'/>
+            <content>Redundancy</content>
+            <instruction instr-id='602' subinstr-id='0'/>
+            <instruction instr-id='602' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0' >
+            <bounding-box x1='90' y1='96' x2='148' y2='107'/>
+            <content>Recall period</content>
+            <instruction instr-id='645' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1' >
+            <bounding-box x1='225' y1='384' x2='515' y2='458'/>
+            <content>• Reported as not relevant by a large segment of the target population
+• Generates an unacceptably large amount of missing data points
+• Generates many questions or requests for clarification from patients as they
+complete the PRO instrument
+• Patients interpret items and responses in a way that is inconsistent with the
+PRO instrument’s conceptual framework</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+            <instruction instr-id='191' subinstr-id='0'/>
+            <instruction instr-id='191' subinstr-id='2'/>
+            <instruction instr-id='191' subinstr-id='4'/>
+            <instruction instr-id='191' subinstr-id='6'/>
+            <instruction instr-id='191' subinstr-id='8'/>
+            <instruction instr-id='191' subinstr-id='10'/>
+            <instruction instr-id='191' subinstr-id='12'/>
+            <instruction instr-id='191' subinstr-id='16'/>
+            <instruction instr-id='191' subinstr-id='18'/>
+            <instruction instr-id='195' subinstr-id='0'/>
+            <instruction instr-id='195' subinstr-id='2'/>
+            <instruction instr-id='199' subinstr-id='-1'/>
+            <instruction instr-id='208' subinstr-id='0'/>
+            <instruction instr-id='208' subinstr-id='2'/>
+            <instruction instr-id='208' subinstr-id='4'/>
+            <instruction instr-id='208' subinstr-id='6'/>
+            <instruction instr-id='208' subinstr-id='8'/>
+            <instruction instr-id='208' subinstr-id='12'/>
+            <instruction instr-id='208' subinstr-id='14'/>
+            <instruction instr-id='212' subinstr-id='0'/>
+            <instruction instr-id='212' subinstr-id='2'/>
+            <instruction instr-id='216' subinstr-id='-1'/>
+            <instruction instr-id='225' subinstr-id='0'/>
+            <instruction instr-id='225' subinstr-id='2'/>
+            <instruction instr-id='225' subinstr-id='6'/>
+            <instruction instr-id='225' subinstr-id='8'/>
+            <instruction instr-id='225' subinstr-id='10'/>
+            <instruction instr-id='225' subinstr-id='12'/>
+            <instruction instr-id='229' subinstr-id='0'/>
+            <instruction instr-id='229' subinstr-id='2'/>
+            <instruction instr-id='229' subinstr-id='4'/>
+            <instruction instr-id='229' subinstr-id='6'/>
+            <instruction instr-id='229' subinstr-id='8'/>
+            <instruction instr-id='229' subinstr-id='10'/>
+            <instruction instr-id='229' subinstr-id='12'/>
+            <instruction instr-id='229' subinstr-id='14'/>
+            <instruction instr-id='229' subinstr-id='16'/>
+            <instruction instr-id='229' subinstr-id='18'/>
+            <instruction instr-id='229' subinstr-id='20'/>
+            <instruction instr-id='229' subinstr-id='22'/>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+            <instruction instr-id='233' subinstr-id='4'/>
+            <instruction instr-id='233' subinstr-id='6'/>
+            <instruction instr-id='233' subinstr-id='8'/>
+            <instruction instr-id='233' subinstr-id='10'/>
+            <instruction instr-id='233' subinstr-id='12'/>
+            <instruction instr-id='233' subinstr-id='14'/>
+            <instruction instr-id='237' subinstr-id='-1'/>
+            <instruction instr-id='246' subinstr-id='0'/>
+            <instruction instr-id='246' subinstr-id='2'/>
+            <instruction instr-id='246' subinstr-id='4'/>
+            <instruction instr-id='246' subinstr-id='6'/>
+            <instruction instr-id='246' subinstr-id='8'/>
+            <instruction instr-id='246' subinstr-id='10'/>
+            <instruction instr-id='246' subinstr-id='12'/>
+            <instruction instr-id='246' subinstr-id='14'/>
+            <instruction instr-id='246' subinstr-id='16'/>
+            <instruction instr-id='246' subinstr-id='18'/>
+            <instruction instr-id='246' subinstr-id='20'/>
+            <instruction instr-id='246' subinstr-id='22'/>
+            <instruction instr-id='246' subinstr-id='24'/>
+            <instruction instr-id='246' subinstr-id='26'/>
+            <instruction instr-id='246' subinstr-id='28'/>
+            <instruction instr-id='246' subinstr-id='30'/>
+            <instruction instr-id='246' subinstr-id='32'/>
+            <instruction instr-id='246' subinstr-id='34'/>
+            <instruction instr-id='250' subinstr-id='0'/>
+            <instruction instr-id='250' subinstr-id='2'/>
+            <instruction instr-id='250' subinstr-id='4'/>
+            <instruction instr-id='250' subinstr-id='6'/>
+            <instruction instr-id='250' subinstr-id='8'/>
+            <instruction instr-id='250' subinstr-id='10'/>
+            <instruction instr-id='250' subinstr-id='12'/>
+            <instruction instr-id='250' subinstr-id='14'/>
+            <instruction instr-id='250' subinstr-id='16'/>
+            <instruction instr-id='250' subinstr-id='18'/>
+            <instruction instr-id='250' subinstr-id='20'/>
+            <instruction instr-id='250' subinstr-id='22'/>
+            <instruction instr-id='250' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' >
+            <bounding-box x1='225' y1='327' x2='513' y2='377'/>
+            <content>• A high percent of patients respond at the floor (response scale’s worst end)
+or ceiling (response scale’s optimal end)
+• Patients note that none of the response choices applies to them
+• Distribution of item responses is highly skewed</content>
+            <instruction instr-id='277' subinstr-id='-1'/>
+            <instruction instr-id='286' subinstr-id='0'/>
+            <instruction instr-id='286' subinstr-id='2'/>
+            <instruction instr-id='286' subinstr-id='4'/>
+            <instruction instr-id='286' subinstr-id='6'/>
+            <instruction instr-id='286' subinstr-id='8'/>
+            <instruction instr-id='286' subinstr-id='10'/>
+            <instruction instr-id='286' subinstr-id='12'/>
+            <instruction instr-id='290' subinstr-id='0'/>
+            <instruction instr-id='290' subinstr-id='2'/>
+            <instruction instr-id='290' subinstr-id='4'/>
+            <instruction instr-id='290' subinstr-id='6'/>
+            <instruction instr-id='294' subinstr-id='0'/>
+            <instruction instr-id='294' subinstr-id='2'/>
+            <instruction instr-id='294' subinstr-id='4'/>
+            <instruction instr-id='298' subinstr-id='-1'/>
+            <instruction instr-id='307' subinstr-id='0'/>
+            <instruction instr-id='307' subinstr-id='2'/>
+            <instruction instr-id='307' subinstr-id='4'/>
+            <instruction instr-id='307' subinstr-id='6'/>
+            <instruction instr-id='311' subinstr-id='0'/>
+            <instruction instr-id='311' subinstr-id='2'/>
+            <instruction instr-id='311' subinstr-id='4'/>
+            <instruction instr-id='311' subinstr-id='6'/>
+            <instruction instr-id='311' subinstr-id='8'/>
+            <instruction instr-id='311' subinstr-id='10'/>
+            <instruction instr-id='315' subinstr-id='-1'/>
+            <instruction instr-id='324' subinstr-id='0'/>
+            <instruction instr-id='324' subinstr-id='2'/>
+            <instruction instr-id='324' subinstr-id='4'/>
+            <instruction instr-id='324' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' >
+            <bounding-box x1='225' y1='268' x2='516' y2='318'/>
+            <content>• All patients give the same answer (i.e., no variance)
+• Most patients choose only one response choice
+• Differences among patients are not detected when important differences are
+known</content>
+            <instruction instr-id='351' subinstr-id='-1'/>
+            <instruction instr-id='360' subinstr-id='0'/>
+            <instruction instr-id='360' subinstr-id='2'/>
+            <instruction instr-id='360' subinstr-id='4'/>
+            <instruction instr-id='360' subinstr-id='6'/>
+            <instruction instr-id='360' subinstr-id='8'/>
+            <instruction instr-id='360' subinstr-id='10'/>
+            <instruction instr-id='360' subinstr-id='12'/>
+            <instruction instr-id='360' subinstr-id='14'/>
+            <instruction instr-id='360' subinstr-id='16'/>
+            <instruction instr-id='364' subinstr-id='-1'/>
+            <instruction instr-id='373' subinstr-id='0'/>
+            <instruction instr-id='373' subinstr-id='2'/>
+            <instruction instr-id='373' subinstr-id='4'/>
+            <instruction instr-id='373' subinstr-id='6'/>
+            <instruction instr-id='373' subinstr-id='8'/>
+            <instruction instr-id='373' subinstr-id='10'/>
+            <instruction instr-id='373' subinstr-id='12'/>
+            <instruction instr-id='377' subinstr-id='-1'/>
+            <instruction instr-id='386' subinstr-id='0'/>
+            <instruction instr-id='386' subinstr-id='2'/>
+            <instruction instr-id='386' subinstr-id='4'/>
+            <instruction instr-id='386' subinstr-id='6'/>
+            <instruction instr-id='386' subinstr-id='8'/>
+            <instruction instr-id='386' subinstr-id='10'/>
+            <instruction instr-id='386' subinstr-id='12'/>
+            <instruction instr-id='386' subinstr-id='16'/>
+            <instruction instr-id='386' subinstr-id='18'/>
+            <instruction instr-id='386' subinstr-id='20'/>
+            <instruction instr-id='386' subinstr-id='22'/>
+            <instruction instr-id='386' subinstr-id='24'/>
+            <instruction instr-id='386' subinstr-id='26'/>
+            <instruction instr-id='386' subinstr-id='28'/>
+            <instruction instr-id='386' subinstr-id='30'/>
+            <instruction instr-id='386' subinstr-id='32'/>
+            <instruction instr-id='386' subinstr-id='34'/>
+            <instruction instr-id='386' subinstr-id='36'/>
+            <instruction instr-id='386' subinstr-id='38'/>
+            <instruction instr-id='386' subinstr-id='40'/>
+            <instruction instr-id='386' subinstr-id='44'/>
+            <instruction instr-id='392' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' >
+            <bounding-box x1='225' y1='243' x2='517' y2='265'/>
+            <content>• Unstable scores over time when there is no logical reason for variation from
+one assessment to the next</content>
+            <instruction instr-id='418' subinstr-id='-1'/>
+            <instruction instr-id='426' subinstr-id='0'/>
+            <instruction instr-id='426' subinstr-id='2'/>
+            <instruction instr-id='426' subinstr-id='4'/>
+            <instruction instr-id='426' subinstr-id='6'/>
+            <instruction instr-id='426' subinstr-id='8'/>
+            <instruction instr-id='426' subinstr-id='10'/>
+            <instruction instr-id='426' subinstr-id='14'/>
+            <instruction instr-id='426' subinstr-id='16'/>
+            <instruction instr-id='426' subinstr-id='18'/>
+            <instruction instr-id='426' subinstr-id='20'/>
+            <instruction instr-id='426' subinstr-id='22'/>
+            <instruction instr-id='426' subinstr-id='24'/>
+            <instruction instr-id='426' subinstr-id='26'/>
+            <instruction instr-id='426' subinstr-id='28'/>
+            <instruction instr-id='430' subinstr-id='0'/>
+            <instruction instr-id='430' subinstr-id='2'/>
+            <instruction instr-id='430' subinstr-id='4'/>
+            <instruction instr-id='430' subinstr-id='6'/>
+            <instruction instr-id='434' subinstr-id='0'/>
+            <instruction instr-id='434' subinstr-id='2'/>
+            <instruction instr-id='434' subinstr-id='4'/>
+            <instruction instr-id='434' subinstr-id='6'/>
+            <instruction instr-id='434' subinstr-id='8'/>
+            <instruction instr-id='434' subinstr-id='10'/>
+            <instruction instr-id='434' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' >
+            <bounding-box x1='225' y1='218' x2='512' y2='241'/>
+            <content>• Item highly correlated (redundant) withother items in the same concept of
+interest</content>
+            <instruction instr-id='456' subinstr-id='-1'/>
+            <instruction instr-id='465' subinstr-id='0'/>
+            <instruction instr-id='465' subinstr-id='4'/>
+            <instruction instr-id='465' subinstr-id='6'/>
+            <instruction instr-id='465' subinstr-id='8'/>
+            <instruction instr-id='465' subinstr-id='10'/>
+            <instruction instr-id='465' subinstr-id='12'/>
+            <instruction instr-id='465' subinstr-id='14'/>
+            <instruction instr-id='469' subinstr-id='-1'/>
+            <instruction instr-id='473' subinstr-id='0'/>
+            <instruction instr-id='473' subinstr-id='2'/>
+            <instruction instr-id='473' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' >
+            <bounding-box x1='225' y1='193' x2='515' y2='216'/>
+            <content>• Item is not sensitive (i.e., does not change when there is a known change in
+the concepts of interest)</content>
+            <instruction instr-id='495' subinstr-id='-1'/>
+            <instruction instr-id='504' subinstr-id='0'/>
+            <instruction instr-id='504' subinstr-id='2'/>
+            <instruction instr-id='504' subinstr-id='4'/>
+            <instruction instr-id='508' subinstr-id='0'/>
+            <instruction instr-id='508' subinstr-id='2'/>
+            <instruction instr-id='508' subinstr-id='4'/>
+            <instruction instr-id='508' subinstr-id='6'/>
+            <instruction instr-id='508' subinstr-id='8'/>
+            <instruction instr-id='508' subinstr-id='10'/>
+            <instruction instr-id='508' subinstr-id='12'/>
+            <instruction instr-id='508' subinstr-id='14'/>
+            <instruction instr-id='512' subinstr-id='0'/>
+            <instruction instr-id='512' subinstr-id='2'/>
+            <instruction instr-id='512' subinstr-id='4'/>
+            <instruction instr-id='512' subinstr-id='6'/>
+            <instruction instr-id='512' subinstr-id='8'/>
+            <instruction instr-id='512' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' >
+            <bounding-box x1='225' y1='134' x2='521' y2='191'/>
+            <content>• Item is highly correlated with measures of concepts other than the one it is
+intended to measure
+• Item does not show variability in relation to some known population
+characteristics (i.e., severity level, classification of condition, or other known
+characteristic)</content>
+            <instruction instr-id='534' subinstr-id='-1'/>
+            <instruction instr-id='543' subinstr-id='0'/>
+            <instruction instr-id='543' subinstr-id='2'/>
+            <instruction instr-id='543' subinstr-id='4'/>
+            <instruction instr-id='543' subinstr-id='6'/>
+            <instruction instr-id='543' subinstr-id='10'/>
+            <instruction instr-id='543' subinstr-id='12'/>
+            <instruction instr-id='543' subinstr-id='14'/>
+            <instruction instr-id='543' subinstr-id='16'/>
+            <instruction instr-id='543' subinstr-id='18'/>
+            <instruction instr-id='543' subinstr-id='20'/>
+            <instruction instr-id='547' subinstr-id='0'/>
+            <instruction instr-id='547' subinstr-id='2'/>
+            <instruction instr-id='547' subinstr-id='4'/>
+            <instruction instr-id='547' subinstr-id='6'/>
+            <instruction instr-id='547' subinstr-id='8'/>
+            <instruction instr-id='547' subinstr-id='10'/>
+            <instruction instr-id='547' subinstr-id='12'/>
+            <instruction instr-id='551' subinstr-id='0'/>
+            <instruction instr-id='551' subinstr-id='2'/>
+            <instruction instr-id='551' subinstr-id='4'/>
+            <instruction instr-id='551' subinstr-id='6'/>
+            <instruction instr-id='551' subinstr-id='8'/>
+            <instruction instr-id='555' subinstr-id='-1'/>
+            <instruction instr-id='564' subinstr-id='0'/>
+            <instruction instr-id='564' subinstr-id='2'/>
+            <instruction instr-id='564' subinstr-id='4'/>
+            <instruction instr-id='564' subinstr-id='6'/>
+            <instruction instr-id='564' subinstr-id='10'/>
+            <instruction instr-id='568' subinstr-id='0'/>
+            <instruction instr-id='568' subinstr-id='2'/>
+            <instruction instr-id='568' subinstr-id='4'/>
+            <instruction instr-id='572' subinstr-id='-1'/>
+            <instruction instr-id='576' subinstr-id='0'/>
+            <instruction instr-id='576' subinstr-id='2'/>
+            <instruction instr-id='576' subinstr-id='4'/>
+            <instruction instr-id='576' subinstr-id='6'/>
+            <instruction instr-id='580' subinstr-id='0'/>
+            <instruction instr-id='580' subinstr-id='2'/>
+            <instruction instr-id='580' subinstr-id='4'/>
+            <instruction instr-id='584' subinstr-id='0'/>
+            <instruction instr-id='584' subinstr-id='2'/>
+            <instruction instr-id='584' subinstr-id='4'/>
+            <instruction instr-id='584' subinstr-id='6'/>
+            <instruction instr-id='584' subinstr-id='8'/>
+            <instruction instr-id='584' subinstr-id='10'/>
+            <instruction instr-id='584' subinstr-id='12'/>
+            <instruction instr-id='584' subinstr-id='14'/>
+            <instruction instr-id='584' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' >
+            <bounding-box x1='225' y1='109' x2='505' y2='131'/>
+            <content>• Item duplicates information collected with other items that have equal or
+better measurement properties</content>
+            <instruction instr-id='606' subinstr-id='-1'/>
+            <instruction instr-id='615' subinstr-id='-1'/>
+            <instruction instr-id='619' subinstr-id='0'/>
+            <instruction instr-id='619' subinstr-id='2'/>
+            <instruction instr-id='619' subinstr-id='4'/>
+            <instruction instr-id='619' subinstr-id='6'/>
+            <instruction instr-id='623' subinstr-id='0'/>
+            <instruction instr-id='623' subinstr-id='2'/>
+            <instruction instr-id='623' subinstr-id='4'/>
+            <instruction instr-id='623' subinstr-id='6'/>
+            <instruction instr-id='627' subinstr-id='0'/>
+            <instruction instr-id='627' subinstr-id='2'/>
+            <instruction instr-id='627' subinstr-id='4'/>
+            <instruction instr-id='627' subinstr-id='6'/>
+            <instruction instr-id='627' subinstr-id='8'/>
+            <instruction instr-id='627' subinstr-id='10'/>
+            <instruction instr-id='627' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' >
+            <bounding-box x1='225' y1='84' x2='516' y2='106'/>
+            <content>• The population, disease state, or application of the instrument can affect the
+appropriateness of the recall period</content>
+            <instruction instr-id='649' subinstr-id='-1'/>
+            <instruction instr-id='658' subinstr-id='0'/>
+            <instruction instr-id='658' subinstr-id='2'/>
+            <instruction instr-id='658' subinstr-id='4'/>
+            <instruction instr-id='658' subinstr-id='6'/>
+            <instruction instr-id='661' subinstr-id='0'/>
+            <instruction instr-id='661' subinstr-id='2'/>
+            <instruction instr-id='661' subinstr-id='4'/>
+            <instruction instr-id='661' subinstr-id='6'/>
+            <instruction instr-id='665' subinstr-id='0'/>
+            <instruction instr-id='665' subinstr-id='2'/>
+            <instruction instr-id='665' subinstr-id='4'/>
+            <instruction instr-id='665' subinstr-id='6'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='4'>
+         <cell id='1' start-row='0' start-col='0' >
+            <bounding-box x1='82' y1='504' x2='141' y2='526'/>
+            <content>Measurement
+Property</content>
+            <instruction instr-id='25' subinstr-id='-1'/>
+            <instruction instr-id='28' subinstr-id='0'/>
+            <instruction instr-id='28' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1' >
+            <bounding-box x1='211' y1='516' x2='233' y2='526'/>
+            <content>Type</content>
+            <instruction instr-id='32' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2' >
+            <bounding-box x1='345' y1='516' x2='424' y2='526'/>
+            <content>What Is Assessed?</content>
+            <instruction instr-id='32' subinstr-id='2'/>
+            <instruction instr-id='32' subinstr-id='4'/>
+            <instruction instr-id='32' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3' >
+            <bounding-box x1='549' y1='516' x2='670' y2='526'/>
+            <content>FDA Review Considerations</content>
+            <instruction instr-id='32' subinstr-id='8'/>
+            <instruction instr-id='32' subinstr-id='10'/>
+            <instruction instr-id='32' subinstr-id='12'/>
+            <instruction instr-id='32' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='0'  end-row='3'>
+            <bounding-box x1='72' y1='492' x2='114' y2='502'/>
+            <content>Reliability</content>
+            <instruction instr-id='230' subinstr-id='0'/>
+            <instruction instr-id='230' subinstr-id='2'/>
+            <instruction instr-id='230' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'  end-row='5'>
+            <bounding-box x1='72' y1='327' x2='104' y2='337'/>
+            <content>Validity</content>
+            <instruction instr-id='451' subinstr-id='0'/>
+            <instruction instr-id='451' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0'>
+            <bounding-box x1='72' y1='142' x2='137' y2='163'/>
+            <content>Ability to detect
+change</content>
+            <instruction instr-id='589' subinstr-id='0'/>
+            <instruction instr-id='589' subinstr-id='2'/>
+            <instruction instr-id='589' subinstr-id='4'/>
+            <instruction instr-id='596' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' >
+            <bounding-box x1='162' y1='327' x2='227' y2='337'/>
+            <content>Content validity</content>
+            <instruction instr-id='298' subinstr-id='0'/>
+            <instruction instr-id='298' subinstr-id='2'/>
+            <instruction instr-id='298' subinstr-id='4'/>
+            <instruction instr-id='298' subinstr-id='6'/>
+            <instruction instr-id='298' subinstr-id='8'/>
+            <instruction instr-id='298' subinstr-id='10'/>
+            <instruction instr-id='298' subinstr-id='12'/>
+            <instruction instr-id='298' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' >
+            <bounding-box x1='162' y1='223' x2='234' y2='233'/>
+            <content>Construct validity</content>
+            <instruction instr-id='461' subinstr-id='0'/>
+            <instruction instr-id='461' subinstr-id='2'/>
+            <instruction instr-id='461' subinstr-id='4'/>
+            <instruction instr-id='461' subinstr-id='6'/>
+            <instruction instr-id='461' subinstr-id='8'/>
+            <instruction instr-id='461' subinstr-id='10'/>
+            <instruction instr-id='461' subinstr-id='12'/>
+            <instruction instr-id='461' subinstr-id='14'/>
+            <instruction instr-id='461' subinstr-id='16'/>
+            <instruction instr-id='461' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' >
+            <bounding-box x1='162' y1='363' x2='280' y2='396'/>
+            <content>Inter-interviewer reliability
+(for interviewer-administered
+PROs only)</content>
+            <instruction instr-id='235' subinstr-id='0'/>
+            <instruction instr-id='235' subinstr-id='2'/>
+            <instruction instr-id='235' subinstr-id='4'/>
+            <instruction instr-id='235' subinstr-id='6'/>
+            <instruction instr-id='235' subinstr-id='8'/>
+            <instruction instr-id='239' subinstr-id='0'/>
+            <instruction instr-id='239' subinstr-id='2'/>
+            <instruction instr-id='239' subinstr-id='4'/>
+            <instruction instr-id='239' subinstr-id='6'/>
+            <instruction instr-id='239' subinstr-id='8'/>
+            <instruction instr-id='239' subinstr-id='10'/>
+            <instruction instr-id='239' subinstr-id='12'/>
+            <instruction instr-id='239' subinstr-id='14'/>
+            <instruction instr-id='246' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1' >
+            <bounding-box x1='162' y1='458' x2='267' y2='503'/>
+            <content>Test-retest or intra-
+interviewer reliability (for
+interviewer-administered
+PROs only)</content>
+            <instruction instr-id='58' subinstr-id='0'/>
+            <instruction instr-id='58' subinstr-id='2'/>
+            <instruction instr-id='58' subinstr-id='4'/>
+            <instruction instr-id='58' subinstr-id='6'/>
+            <instruction instr-id='64' subinstr-id='0'/>
+            <instruction instr-id='64' subinstr-id='2'/>
+            <instruction instr-id='64' subinstr-id='4'/>
+            <instruction instr-id='64' subinstr-id='6'/>
+            <instruction instr-id='64' subinstr-id='8'/>
+            <instruction instr-id='70' subinstr-id='0'/>
+            <instruction instr-id='70' subinstr-id='2'/>
+            <instruction instr-id='70' subinstr-id='4'/>
+            <instruction instr-id='70' subinstr-id='6'/>
+            <instruction instr-id='70' subinstr-id='8'/>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' >
+            <bounding-box x1='162' y1='446' x2='243' y2='456'/>
+            <content>Internal consistency</content>
+            <instruction instr-id='133' subinstr-id='0'/>
+            <instruction instr-id='133' subinstr-id='2'/>
+            <instruction instr-id='133' subinstr-id='4'/>
+            <instruction instr-id='133' subinstr-id='6'/>
+            <instruction instr-id='133' subinstr-id='8'/>
+            <instruction instr-id='133' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' >
+            <bounding-box x1='293' y1='481' x2='473' y2='503'/>
+            <content>Stability of scores over time when no change
+is expected in the concept of interest</content>
+            <instruction instr-id='80' subinstr-id='0'/>
+            <instruction instr-id='80' subinstr-id='2'/>
+            <instruction instr-id='80' subinstr-id='4'/>
+            <instruction instr-id='80' subinstr-id='6'/>
+            <instruction instr-id='80' subinstr-id='8'/>
+            <instruction instr-id='80' subinstr-id='10'/>
+            <instruction instr-id='80' subinstr-id='12'/>
+            <instruction instr-id='80' subinstr-id='14'/>
+            <instruction instr-id='80' subinstr-id='16'/>
+            <instruction instr-id='80' subinstr-id='18'/>
+            <instruction instr-id='80' subinstr-id='20'/>
+            <instruction instr-id='80' subinstr-id='24'/>
+            <instruction instr-id='80' subinstr-id='26'/>
+            <instruction instr-id='80' subinstr-id='28'/>
+            <instruction instr-id='86' subinstr-id='0'/>
+            <instruction instr-id='86' subinstr-id='2'/>
+            <instruction instr-id='86' subinstr-id='4'/>
+            <instruction instr-id='86' subinstr-id='6'/>
+            <instruction instr-id='86' subinstr-id='8'/>
+            <instruction instr-id='86' subinstr-id='10'/>
+            <instruction instr-id='86' subinstr-id='12'/>
+            <instruction instr-id='86' subinstr-id='14'/>
+            <instruction instr-id='86' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' >
+            <bounding-box x1='486' y1='480' x2='634' y2='502'/>
+            <content>• Intraclass correlation coefficient
+• Time period of assessment</content>
+            <instruction instr-id='90' subinstr-id='-1'/>
+            <instruction instr-id='99' subinstr-id='0'/>
+            <instruction instr-id='99' subinstr-id='2'/>
+            <instruction instr-id='99' subinstr-id='4'/>
+            <instruction instr-id='103' subinstr-id='-1'/>
+            <instruction instr-id='111' subinstr-id='0'/>
+            <instruction instr-id='111' subinstr-id='2'/>
+            <instruction instr-id='111' subinstr-id='4'/>
+            <instruction instr-id='111' subinstr-id='6'/>
+            <instruction instr-id='111' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' >
+            <bounding-box x1='293' y1='398' x2='475' y2='455'/>
+            <content>• Extent to which items comprising a scale
+measure the same concept
+• Intercorrelation of items that contribute
+to a score
+• Internal consistency</content>
+            <instruction instr-id='137' subinstr-id='-1'/>
+            <instruction instr-id='146' subinstr-id='0'/>
+            <instruction instr-id='146' subinstr-id='2'/>
+            <instruction instr-id='146' subinstr-id='6'/>
+            <instruction instr-id='146' subinstr-id='8'/>
+            <instruction instr-id='146' subinstr-id='10'/>
+            <instruction instr-id='146' subinstr-id='12'/>
+            <instruction instr-id='146' subinstr-id='14'/>
+            <instruction instr-id='146' subinstr-id='16'/>
+            <instruction instr-id='150' subinstr-id='0'/>
+            <instruction instr-id='150' subinstr-id='2'/>
+            <instruction instr-id='150' subinstr-id='4'/>
+            <instruction instr-id='150' subinstr-id='6'/>
+            <instruction instr-id='150' subinstr-id='8'/>
+            <instruction instr-id='154' subinstr-id='-1'/>
+            <instruction instr-id='163' subinstr-id='0'/>
+            <instruction instr-id='163' subinstr-id='2'/>
+            <instruction instr-id='163' subinstr-id='6'/>
+            <instruction instr-id='163' subinstr-id='8'/>
+            <instruction instr-id='163' subinstr-id='10'/>
+            <instruction instr-id='163' subinstr-id='12'/>
+            <instruction instr-id='163' subinstr-id='14'/>
+            <instruction instr-id='163' subinstr-id='16'/>
+            <instruction instr-id='163' subinstr-id='18'/>
+            <instruction instr-id='163' subinstr-id='20'/>
+            <instruction instr-id='163' subinstr-id='22'/>
+            <instruction instr-id='163' subinstr-id='24'/>
+            <instruction instr-id='163' subinstr-id='26'/>
+            <instruction instr-id='168' subinstr-id='0'/>
+            <instruction instr-id='168' subinstr-id='2'/>
+            <instruction instr-id='172' subinstr-id='-1'/>
+            <instruction instr-id='181' subinstr-id='0'/>
+            <instruction instr-id='181' subinstr-id='2'/>
+            <instruction instr-id='181' subinstr-id='4'/>
+            <instruction instr-id='181' subinstr-id='6'/>
+            <instruction instr-id='181' subinstr-id='8'/>
+            <instruction instr-id='181' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' >
+            <bounding-box x1='486' y1='433' x2='656' y2='455'/>
+            <content>• Cronbach’s alpha for summary scores
+• Item-total correlations</content>
+            <instruction instr-id='185' subinstr-id='-1'/>
+            <instruction instr-id='194' subinstr-id='0'/>
+            <instruction instr-id='194' subinstr-id='2'/>
+            <instruction instr-id='194' subinstr-id='4'/>
+            <instruction instr-id='194' subinstr-id='6'/>
+            <instruction instr-id='194' subinstr-id='8'/>
+            <instruction instr-id='194' subinstr-id='10'/>
+            <instruction instr-id='194' subinstr-id='12'/>
+            <instruction instr-id='194' subinstr-id='14'/>
+            <instruction instr-id='194' subinstr-id='16'/>
+            <instruction instr-id='194' subinstr-id='18'/>
+            <instruction instr-id='194' subinstr-id='20'/>
+            <instruction instr-id='194' subinstr-id='22'/>
+            <instruction instr-id='194' subinstr-id='24'/>
+            <instruction instr-id='194' subinstr-id='26'/>
+            <instruction instr-id='194' subinstr-id='28'/>
+            <instruction instr-id='198' subinstr-id='-1'/>
+            <instruction instr-id='207' subinstr-id='0'/>
+            <instruction instr-id='207' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' >
+            <bounding-box x1='293' y1='363' x2='469' y2='396'/>
+            <content>Agreement among responses when the PRO
+is administered by two or more different
+interviewers</content>
+            <instruction instr-id='250' subinstr-id='0'/>
+            <instruction instr-id='250' subinstr-id='2'/>
+            <instruction instr-id='250' subinstr-id='4'/>
+            <instruction instr-id='250' subinstr-id='6'/>
+            <instruction instr-id='250' subinstr-id='8'/>
+            <instruction instr-id='250' subinstr-id='10'/>
+            <instruction instr-id='250' subinstr-id='12'/>
+            <instruction instr-id='250' subinstr-id='16'/>
+            <instruction instr-id='250' subinstr-id='18'/>
+            <instruction instr-id='250' subinstr-id='20'/>
+            <instruction instr-id='250' subinstr-id='22'/>
+            <instruction instr-id='250' subinstr-id='24'/>
+            <instruction instr-id='250' subinstr-id='26'/>
+            <instruction instr-id='256' subinstr-id='0'/>
+            <instruction instr-id='256' subinstr-id='2'/>
+            <instruction instr-id='256' subinstr-id='4'/>
+            <instruction instr-id='256' subinstr-id='6'/>
+            <instruction instr-id='256' subinstr-id='8'/>
+            <instruction instr-id='256' subinstr-id='10'/>
+            <instruction instr-id='256' subinstr-id='12'/>
+            <instruction instr-id='256' subinstr-id='14'/>
+            <instruction instr-id='256' subinstr-id='16'/>
+            <instruction instr-id='256' subinstr-id='18'/>
+            <instruction instr-id='256' subinstr-id='20'/>
+            <instruction instr-id='256' subinstr-id='22'/>
+            <instruction instr-id='256' subinstr-id='24'/>
+            <instruction instr-id='256' subinstr-id='26'/>
+            <instruction instr-id='256' subinstr-id='28'/>
+            <instruction instr-id='256' subinstr-id='30'/>
+            <instruction instr-id='256' subinstr-id='32'/>
+            <instruction instr-id='256' subinstr-id='34'/>
+            <instruction instr-id='256' subinstr-id='36'/>
+            <instruction instr-id='256' subinstr-id='38'/>
+            <instruction instr-id='262' subinstr-id='0'/>
+            <instruction instr-id='262' subinstr-id='2'/>
+            <instruction instr-id='262' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' >
+            <bounding-box x1='486' y1='385' x2='634' y2='395'/>
+            <content>• Interclass correlation coefficient</content>
+            <instruction instr-id='266' subinstr-id='-1'/>
+            <instruction instr-id='274' subinstr-id='0'/>
+            <instruction instr-id='274' subinstr-id='2'/>
+            <instruction instr-id='274' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' >
+            <bounding-box x1='293' y1='235' x2='475' y2='337'/>
+            <content>Evidence that the instrument measures the
+concept of interest including evidence from
+qualitative studies that the items and domains
+of an instrument are appropriate and
+comprehensive relative to its intended
+measurement concept, population, and use.
+Testing other measurement properties will
+not replace or rectify problems with content
+validity.</content>
+            <instruction instr-id='298' subinstr-id='16'/>
+            <instruction instr-id='298' subinstr-id='18'/>
+            <instruction instr-id='298' subinstr-id='20'/>
+            <instruction instr-id='298' subinstr-id='22'/>
+            <instruction instr-id='298' subinstr-id='24'/>
+            <instruction instr-id='298' subinstr-id='26'/>
+            <instruction instr-id='302' subinstr-id='0'/>
+            <instruction instr-id='302' subinstr-id='2'/>
+            <instruction instr-id='302' subinstr-id='4'/>
+            <instruction instr-id='302' subinstr-id='6'/>
+            <instruction instr-id='302' subinstr-id='8'/>
+            <instruction instr-id='306' subinstr-id='0'/>
+            <instruction instr-id='306' subinstr-id='2'/>
+            <instruction instr-id='306' subinstr-id='4'/>
+            <instruction instr-id='306' subinstr-id='6'/>
+            <instruction instr-id='306' subinstr-id='8'/>
+            <instruction instr-id='306' subinstr-id='10'/>
+            <instruction instr-id='306' subinstr-id='14'/>
+            <instruction instr-id='306' subinstr-id='16'/>
+            <instruction instr-id='306' subinstr-id='18'/>
+            <instruction instr-id='306' subinstr-id='20'/>
+            <instruction instr-id='306' subinstr-id='22'/>
+            <instruction instr-id='306' subinstr-id='24'/>
+            <instruction instr-id='306' subinstr-id='26'/>
+            <instruction instr-id='306' subinstr-id='28'/>
+            <instruction instr-id='306' subinstr-id='30'/>
+            <instruction instr-id='306' subinstr-id='32'/>
+            <instruction instr-id='306' subinstr-id='34'/>
+            <instruction instr-id='312' subinstr-id='0'/>
+            <instruction instr-id='312' subinstr-id='2'/>
+            <instruction instr-id='312' subinstr-id='4'/>
+            <instruction instr-id='312' subinstr-id='6'/>
+            <instruction instr-id='312' subinstr-id='8'/>
+            <instruction instr-id='312' subinstr-id='10'/>
+            <instruction instr-id='312' subinstr-id='12'/>
+            <instruction instr-id='312' subinstr-id='14'/>
+            <instruction instr-id='312' subinstr-id='16'/>
+            <instruction instr-id='312' subinstr-id='18'/>
+            <instruction instr-id='312' subinstr-id='20'/>
+            <instruction instr-id='312' subinstr-id='22'/>
+            <instruction instr-id='312' subinstr-id='24'/>
+            <instruction instr-id='312' subinstr-id='26'/>
+            <instruction instr-id='312' subinstr-id='28'/>
+            <instruction instr-id='317' subinstr-id='0'/>
+            <instruction instr-id='317' subinstr-id='2'/>
+            <instruction instr-id='317' subinstr-id='4'/>
+            <instruction instr-id='317' subinstr-id='6'/>
+            <instruction instr-id='317' subinstr-id='8'/>
+            <instruction instr-id='323' subinstr-id='0'/>
+            <instruction instr-id='323' subinstr-id='2'/>
+            <instruction instr-id='323' subinstr-id='4'/>
+            <instruction instr-id='323' subinstr-id='6'/>
+            <instruction instr-id='323' subinstr-id='8'/>
+            <instruction instr-id='323' subinstr-id='10'/>
+            <instruction instr-id='323' subinstr-id='12'/>
+            <instruction instr-id='323' subinstr-id='14'/>
+            <instruction instr-id='323' subinstr-id='16'/>
+            <instruction instr-id='323' subinstr-id='18'/>
+            <instruction instr-id='323' subinstr-id='20'/>
+            <instruction instr-id='323' subinstr-id='22'/>
+            <instruction instr-id='329' subinstr-id='0'/>
+            <instruction instr-id='329' subinstr-id='2'/>
+            <instruction instr-id='329' subinstr-id='4'/>
+            <instruction instr-id='329' subinstr-id='6'/>
+            <instruction instr-id='329' subinstr-id='8'/>
+            <instruction instr-id='329' subinstr-id='10'/>
+            <instruction instr-id='329' subinstr-id='12'/>
+            <instruction instr-id='329' subinstr-id='14'/>
+            <instruction instr-id='329' subinstr-id='16'/>
+            <instruction instr-id='329' subinstr-id='18'/>
+            <instruction instr-id='329' subinstr-id='20'/>
+            <instruction instr-id='329' subinstr-id='22'/>
+            <instruction instr-id='329' subinstr-id='24'/>
+            <instruction instr-id='329' subinstr-id='26'/>
+            <instruction instr-id='329' subinstr-id='28'/>
+            <instruction instr-id='329' subinstr-id='30'/>
+            <instruction instr-id='329' subinstr-id='32'/>
+            <instruction instr-id='329' subinstr-id='34'/>
+            <instruction instr-id='329' subinstr-id='36'/>
+            <instruction instr-id='334' subinstr-id='0'/>
+            <instruction instr-id='334' subinstr-id='2'/>
+            <instruction instr-id='334' subinstr-id='4'/>
+            <instruction instr-id='334' subinstr-id='6'/>
+            <instruction instr-id='334' subinstr-id='8'/>
+            <instruction instr-id='334' subinstr-id='10'/>
+            <instruction instr-id='334' subinstr-id='12'/>
+            <instruction instr-id='334' subinstr-id='14'/>
+            <instruction instr-id='334' subinstr-id='16'/>
+            <instruction instr-id='334' subinstr-id='18'/>
+            <instruction instr-id='334' subinstr-id='20'/>
+            <instruction instr-id='340' subinstr-id='0'/>
+            <instruction instr-id='340' subinstr-id='2'/>
+            <instruction instr-id='340' subinstr-id='4'/>
+            <instruction instr-id='340' subinstr-id='6'/>
+            <instruction instr-id='340' subinstr-id='8'/>
+            <instruction instr-id='346' subinstr-id='0'/>
+            <instruction instr-id='346' subinstr-id='2'/>
+            <instruction instr-id='346' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' >
+            <bounding-box x1='486' y1='253' x2='704' y2='336'/>
+            <content>• Derivation of all items
+• Qualitative interview schedule
+• Interview or focus group transcripts
+• Items derived from the transcripts
+• Composition of patients used to develop content
+• Cognitive interview transcripts to evaluate patient
+understanding</content>
+            <instruction instr-id='350' subinstr-id='-1'/>
+            <instruction instr-id='359' subinstr-id='0'/>
+            <instruction instr-id='359' subinstr-id='2'/>
+            <instruction instr-id='359' subinstr-id='4'/>
+            <instruction instr-id='359' subinstr-id='6'/>
+            <instruction instr-id='359' subinstr-id='8'/>
+            <instruction instr-id='359' subinstr-id='10'/>
+            <instruction instr-id='359' subinstr-id='12'/>
+            <instruction instr-id='363' subinstr-id='-1'/>
+            <instruction instr-id='372' subinstr-id='0'/>
+            <instruction instr-id='372' subinstr-id='2'/>
+            <instruction instr-id='372' subinstr-id='4'/>
+            <instruction instr-id='372' subinstr-id='6'/>
+            <instruction instr-id='372' subinstr-id='8'/>
+            <instruction instr-id='372' subinstr-id='10'/>
+            <instruction instr-id='372' subinstr-id='12'/>
+            <instruction instr-id='372' subinstr-id='14'/>
+            <instruction instr-id='372' subinstr-id='16'/>
+            <instruction instr-id='376' subinstr-id='-1'/>
+            <instruction instr-id='385' subinstr-id='0'/>
+            <instruction instr-id='385' subinstr-id='2'/>
+            <instruction instr-id='385' subinstr-id='4'/>
+            <instruction instr-id='385' subinstr-id='6'/>
+            <instruction instr-id='385' subinstr-id='8'/>
+            <instruction instr-id='385' subinstr-id='10'/>
+            <instruction instr-id='385' subinstr-id='12'/>
+            <instruction instr-id='385' subinstr-id='14'/>
+            <instruction instr-id='385' subinstr-id='16'/>
+            <instruction instr-id='385' subinstr-id='18'/>
+            <instruction instr-id='385' subinstr-id='20'/>
+            <instruction instr-id='385' subinstr-id='22'/>
+            <instruction instr-id='385' subinstr-id='24'/>
+            <instruction instr-id='385' subinstr-id='26'/>
+            <instruction instr-id='385' subinstr-id='28'/>
+            <instruction instr-id='385' subinstr-id='30'/>
+            <instruction instr-id='389' subinstr-id='-1'/>
+            <instruction instr-id='398' subinstr-id='0'/>
+            <instruction instr-id='398' subinstr-id='2'/>
+            <instruction instr-id='398' subinstr-id='4'/>
+            <instruction instr-id='398' subinstr-id='6'/>
+            <instruction instr-id='398' subinstr-id='8'/>
+            <instruction instr-id='398' subinstr-id='10'/>
+            <instruction instr-id='398' subinstr-id='12'/>
+            <instruction instr-id='398' subinstr-id='14'/>
+            <instruction instr-id='398' subinstr-id='16'/>
+            <instruction instr-id='398' subinstr-id='18'/>
+            <instruction instr-id='398' subinstr-id='20'/>
+            <instruction instr-id='398' subinstr-id='22'/>
+            <instruction instr-id='398' subinstr-id='24'/>
+            <instruction instr-id='398' subinstr-id='26'/>
+            <instruction instr-id='398' subinstr-id='28'/>
+            <instruction instr-id='398' subinstr-id='30'/>
+            <instruction instr-id='402' subinstr-id='-1'/>
+            <instruction instr-id='411' subinstr-id='0'/>
+            <instruction instr-id='411' subinstr-id='2'/>
+            <instruction instr-id='411' subinstr-id='4'/>
+            <instruction instr-id='411' subinstr-id='6'/>
+            <instruction instr-id='411' subinstr-id='8'/>
+            <instruction instr-id='411' subinstr-id='10'/>
+            <instruction instr-id='411' subinstr-id='12'/>
+            <instruction instr-id='411' subinstr-id='14'/>
+            <instruction instr-id='411' subinstr-id='16'/>
+            <instruction instr-id='411' subinstr-id='18'/>
+            <instruction instr-id='411' subinstr-id='20'/>
+            <instruction instr-id='411' subinstr-id='22'/>
+            <instruction instr-id='411' subinstr-id='24'/>
+            <instruction instr-id='411' subinstr-id='26'/>
+            <instruction instr-id='411' subinstr-id='28'/>
+            <instruction instr-id='411' subinstr-id='30'/>
+            <instruction instr-id='411' subinstr-id='32'/>
+            <instruction instr-id='411' subinstr-id='36'/>
+            <instruction instr-id='411' subinstr-id='38'/>
+            <instruction instr-id='411' subinstr-id='40'/>
+            <instruction instr-id='411' subinstr-id='42'/>
+            <instruction instr-id='411' subinstr-id='44'/>
+            <instruction instr-id='411' subinstr-id='46'/>
+            <instruction instr-id='411' subinstr-id='48'/>
+            <instruction instr-id='411' subinstr-id='50'/>
+            <instruction instr-id='411' subinstr-id='52'/>
+            <instruction instr-id='415' subinstr-id='-1'/>
+            <instruction instr-id='424' subinstr-id='0'/>
+            <instruction instr-id='424' subinstr-id='2'/>
+            <instruction instr-id='424' subinstr-id='4'/>
+            <instruction instr-id='424' subinstr-id='6'/>
+            <instruction instr-id='424' subinstr-id='8'/>
+            <instruction instr-id='424' subinstr-id='10'/>
+            <instruction instr-id='424' subinstr-id='12'/>
+            <instruction instr-id='424' subinstr-id='14'/>
+            <instruction instr-id='424' subinstr-id='16'/>
+            <instruction instr-id='424' subinstr-id='18'/>
+            <instruction instr-id='424' subinstr-id='20'/>
+            <instruction instr-id='424' subinstr-id='22'/>
+            <instruction instr-id='424' subinstr-id='24'/>
+            <instruction instr-id='424' subinstr-id='26'/>
+            <instruction instr-id='424' subinstr-id='28'/>
+            <instruction instr-id='424' subinstr-id='30'/>
+            <instruction instr-id='424' subinstr-id='32'/>
+            <instruction instr-id='430' subinstr-id='0'/>
+            <instruction instr-id='430' subinstr-id='2'/>
+            <instruction instr-id='430' subinstr-id='4'/>
+            <instruction instr-id='430' subinstr-id='6'/>
+            <instruction instr-id='430' subinstr-id='8'/>
+            <instruction instr-id='430' subinstr-id='10'/>
+            <instruction instr-id='430' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' >
+            <bounding-box x1='293' y1='165' x2='468' y2='233'/>
+            <content>Evidence that relationships among items,
+domains, and concepts conform to a priori
+hypotheses concerning logical relationships
+that should exist with measures of related
+concepts or scores produced in similar or
+diverse patient groups</content>
+            <instruction instr-id='470' subinstr-id='0'/>
+            <instruction instr-id='470' subinstr-id='2'/>
+            <instruction instr-id='470' subinstr-id='4'/>
+            <instruction instr-id='470' subinstr-id='6'/>
+            <instruction instr-id='470' subinstr-id='8'/>
+            <instruction instr-id='470' subinstr-id='10'/>
+            <instruction instr-id='470' subinstr-id='12'/>
+            <instruction instr-id='470' subinstr-id='14'/>
+            <instruction instr-id='470' subinstr-id='16'/>
+            <instruction instr-id='470' subinstr-id='18'/>
+            <instruction instr-id='470' subinstr-id='20'/>
+            <instruction instr-id='470' subinstr-id='22'/>
+            <instruction instr-id='470' subinstr-id='24'/>
+            <instruction instr-id='470' subinstr-id='26'/>
+            <instruction instr-id='470' subinstr-id='28'/>
+            <instruction instr-id='470' subinstr-id='30'/>
+            <instruction instr-id='470' subinstr-id='32'/>
+            <instruction instr-id='470' subinstr-id='34'/>
+            <instruction instr-id='470' subinstr-id='36'/>
+            <instruction instr-id='470' subinstr-id='38'/>
+            <instruction instr-id='470' subinstr-id='40'/>
+            <instruction instr-id='470' subinstr-id='42'/>
+            <instruction instr-id='476' subinstr-id='0'/>
+            <instruction instr-id='476' subinstr-id='2'/>
+            <instruction instr-id='476' subinstr-id='4'/>
+            <instruction instr-id='476' subinstr-id='6'/>
+            <instruction instr-id='476' subinstr-id='8'/>
+            <instruction instr-id='476' subinstr-id='10'/>
+            <instruction instr-id='476' subinstr-id='12'/>
+            <instruction instr-id='476' subinstr-id='14'/>
+            <instruction instr-id='476' subinstr-id='16'/>
+            <instruction instr-id='476' subinstr-id='18'/>
+            <instruction instr-id='476' subinstr-id='20'/>
+            <instruction instr-id='476' subinstr-id='22'/>
+            <instruction instr-id='476' subinstr-id='24'/>
+            <instruction instr-id='476' subinstr-id='26'/>
+            <instruction instr-id='476' subinstr-id='28'/>
+            <instruction instr-id='476' subinstr-id='32'/>
+            <instruction instr-id='476' subinstr-id='34'/>
+            <instruction instr-id='481' subinstr-id='0'/>
+            <instruction instr-id='481' subinstr-id='2'/>
+            <instruction instr-id='481' subinstr-id='4'/>
+            <instruction instr-id='490' subinstr-id='0'/>
+            <instruction instr-id='490' subinstr-id='2'/>
+            <instruction instr-id='490' subinstr-id='4'/>
+            <instruction instr-id='490' subinstr-id='6'/>
+            <instruction instr-id='490' subinstr-id='8'/>
+            <instruction instr-id='490' subinstr-id='10'/>
+            <instruction instr-id='490' subinstr-id='12'/>
+            <instruction instr-id='490' subinstr-id='14'/>
+            <instruction instr-id='490' subinstr-id='16'/>
+            <instruction instr-id='490' subinstr-id='18'/>
+            <instruction instr-id='490' subinstr-id='20'/>
+            <instruction instr-id='490' subinstr-id='22'/>
+            <instruction instr-id='490' subinstr-id='24'/>
+            <instruction instr-id='490' subinstr-id='26'/>
+            <instruction instr-id='490' subinstr-id='28'/>
+            <instruction instr-id='490' subinstr-id='30'/>
+            <instruction instr-id='490' subinstr-id='32'/>
+            <instruction instr-id='490' subinstr-id='34'/>
+            <instruction instr-id='490' subinstr-id='36'/>
+            <instruction instr-id='490' subinstr-id='38'/>
+            <instruction instr-id='490' subinstr-id='40'/>
+            <instruction instr-id='495' subinstr-id='0'/>
+            <instruction instr-id='495' subinstr-id='2'/>
+            <instruction instr-id='495' subinstr-id='4'/>
+            <instruction instr-id='495' subinstr-id='6'/>
+            <instruction instr-id='495' subinstr-id='8'/>
+            <instruction instr-id='495' subinstr-id='10'/>
+            <instruction instr-id='495' subinstr-id='12'/>
+            <instruction instr-id='495' subinstr-id='14'/>
+            <instruction instr-id='495' subinstr-id='16'/>
+            <instruction instr-id='495' subinstr-id='18'/>
+            <instruction instr-id='495' subinstr-id='20'/>
+            <instruction instr-id='495' subinstr-id='22'/>
+            <instruction instr-id='501' subinstr-id='0'/>
+            <instruction instr-id='501' subinstr-id='2'/>
+            <instruction instr-id='501' subinstr-id='4'/>
+            <instruction instr-id='501' subinstr-id='6'/>
+            <instruction instr-id='501' subinstr-id='10'/>
+            <instruction instr-id='501' subinstr-id='12'/>
+            <instruction instr-id='501' subinstr-id='14'/>
+            <instruction instr-id='501' subinstr-id='16'/>
+            <instruction instr-id='501' subinstr-id='18'/>
+            <instruction instr-id='501' subinstr-id='20'/>
+            <instruction instr-id='501' subinstr-id='22'/>
+            <instruction instr-id='501' subinstr-id='24'/>
+            <instruction instr-id='501' subinstr-id='28'/>
+            <instruction instr-id='501' subinstr-id='30'/>
+            <instruction instr-id='501' subinstr-id='32'/>
+            <instruction instr-id='501' subinstr-id='34'/>
+            <instruction instr-id='501' subinstr-id='36'/>
+            <instruction instr-id='501' subinstr-id='38'/>
+            <instruction instr-id='501' subinstr-id='40'/>
+            <instruction instr-id='501' subinstr-id='42'/>
+            <instruction instr-id='507' subinstr-id='0'/>
+            <instruction instr-id='507' subinstr-id='2'/>
+            <instruction instr-id='507' subinstr-id='4'/>
+            <instruction instr-id='507' subinstr-id='6'/>
+            <instruction instr-id='507' subinstr-id='8'/>
+            <instruction instr-id='507' subinstr-id='10'/>
+            <instruction instr-id='507' subinstr-id='12'/>
+            <instruction instr-id='507' subinstr-id='14'/>
+            <instruction instr-id='507' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' >
+            <bounding-box x1='486' y1='175' x2='715' y2='232'/>
+            <content>• Strength of correlation testing a priori hypotheses
+(discriminant and convergent validity)
+• Degree to which the PRO instrument can distinguish
+among groups hypothesized a priori to be different
+(known groups validity)</content>
+            <instruction instr-id='511' subinstr-id='-1'/>
+            <instruction instr-id='520' subinstr-id='0'/>
+            <instruction instr-id='520' subinstr-id='2'/>
+            <instruction instr-id='520' subinstr-id='4'/>
+            <instruction instr-id='520' subinstr-id='6'/>
+            <instruction instr-id='520' subinstr-id='8'/>
+            <instruction instr-id='525' subinstr-id='0'/>
+            <instruction instr-id='525' subinstr-id='2'/>
+            <instruction instr-id='525' subinstr-id='4'/>
+            <instruction instr-id='529' subinstr-id='0'/>
+            <instruction instr-id='529' subinstr-id='2'/>
+            <instruction instr-id='529' subinstr-id='4'/>
+            <instruction instr-id='533' subinstr-id='0'/>
+            <instruction instr-id='533' subinstr-id='2'/>
+            <instruction instr-id='533' subinstr-id='4'/>
+            <instruction instr-id='533' subinstr-id='6'/>
+            <instruction instr-id='533' subinstr-id='8'/>
+            <instruction instr-id='533' subinstr-id='10'/>
+            <instruction instr-id='533' subinstr-id='12'/>
+            <instruction instr-id='533' subinstr-id='14'/>
+            <instruction instr-id='533' subinstr-id='16'/>
+            <instruction instr-id='533' subinstr-id='18'/>
+            <instruction instr-id='533' subinstr-id='20'/>
+            <instruction instr-id='533' subinstr-id='22'/>
+            <instruction instr-id='533' subinstr-id='24'/>
+            <instruction instr-id='537' subinstr-id='-1'/>
+            <instruction instr-id='546' subinstr-id='0'/>
+            <instruction instr-id='546' subinstr-id='2'/>
+            <instruction instr-id='546' subinstr-id='4'/>
+            <instruction instr-id='546' subinstr-id='6'/>
+            <instruction instr-id='546' subinstr-id='10'/>
+            <instruction instr-id='546' subinstr-id='12'/>
+            <instruction instr-id='546' subinstr-id='14'/>
+            <instruction instr-id='546' subinstr-id='16'/>
+            <instruction instr-id='546' subinstr-id='18'/>
+            <instruction instr-id='546' subinstr-id='20'/>
+            <instruction instr-id='546' subinstr-id='22'/>
+            <instruction instr-id='546' subinstr-id='24'/>
+            <instruction instr-id='546' subinstr-id='26'/>
+            <instruction instr-id='546' subinstr-id='28'/>
+            <instruction instr-id='546' subinstr-id='30'/>
+            <instruction instr-id='546' subinstr-id='32'/>
+            <instruction instr-id='546' subinstr-id='34'/>
+            <instruction instr-id='546' subinstr-id='36'/>
+            <instruction instr-id='546' subinstr-id='38'/>
+            <instruction instr-id='546' subinstr-id='40'/>
+            <instruction instr-id='546' subinstr-id='42'/>
+            <instruction instr-id='546' subinstr-id='44'/>
+            <instruction instr-id='546' subinstr-id='46'/>
+            <instruction instr-id='546' subinstr-id='48'/>
+            <instruction instr-id='551' subinstr-id='0'/>
+            <instruction instr-id='551' subinstr-id='2'/>
+            <instruction instr-id='551' subinstr-id='4'/>
+            <instruction instr-id='551' subinstr-id='6'/>
+            <instruction instr-id='551' subinstr-id='8'/>
+            <instruction instr-id='551' subinstr-id='10'/>
+            <instruction instr-id='551' subinstr-id='12'/>
+            <instruction instr-id='551' subinstr-id='14'/>
+            <instruction instr-id='551' subinstr-id='16'/>
+            <instruction instr-id='551' subinstr-id='18'/>
+            <instruction instr-id='551' subinstr-id='20'/>
+            <instruction instr-id='551' subinstr-id='22'/>
+            <instruction instr-id='551' subinstr-id='24'/>
+            <instruction instr-id='556' subinstr-id='0'/>
+            <instruction instr-id='556' subinstr-id='2'/>
+            <instruction instr-id='556' subinstr-id='4'/>
+            <instruction instr-id='556' subinstr-id='6'/>
+            <instruction instr-id='556' subinstr-id='8'/>
+            <instruction instr-id='561' subinstr-id='2'/>
+            <instruction instr-id='561' subinstr-id='4'/>
+            <instruction instr-id='561' subinstr-id='6'/>
+            <instruction instr-id='561' subinstr-id='8'/>
+            <instruction instr-id='561' subinstr-id='10'/>
+            <instruction instr-id='565' subinstr-id='0'/>
+            <instruction instr-id='565' subinstr-id='2'/>
+            <instruction instr-id='565' subinstr-id='4'/>
+            <instruction instr-id='565' subinstr-id='6'/>
+            <instruction instr-id='565' subinstr-id='8'/>
+            <instruction instr-id='565' subinstr-id='10'/>
+            <instruction instr-id='565' subinstr-id='12'/>
+            <instruction instr-id='565' subinstr-id='14'/>
+            <instruction instr-id='565' subinstr-id='18'/>
+            <instruction instr-id='565' subinstr-id='20'/>
+            <instruction instr-id='565' subinstr-id='22'/>
+            <instruction instr-id='565' subinstr-id='24'/>
+            <instruction instr-id='565' subinstr-id='26'/>
+            <instruction instr-id='565' subinstr-id='28'/>
+            <instruction instr-id='565' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' >
+            <bounding-box x1='293' y1='107' x2='473' y2='163'/>
+            <content>Evidence that a PRO instrument can identify
+differences in scores over time in individuals
+or groups (similar to those in the clinical
+trials) who have changed with respect to the
+measurement concept</content>
+            <instruction instr-id='600' subinstr-id='2'/>
+            <instruction instr-id='600' subinstr-id='4'/>
+            <instruction instr-id='600' subinstr-id='6'/>
+            <instruction instr-id='600' subinstr-id='8'/>
+            <instruction instr-id='600' subinstr-id='10'/>
+            <instruction instr-id='600' subinstr-id='12'/>
+            <instruction instr-id='600' subinstr-id='14'/>
+            <instruction instr-id='600' subinstr-id='16'/>
+            <instruction instr-id='600' subinstr-id='18'/>
+            <instruction instr-id='600' subinstr-id='20'/>
+            <instruction instr-id='604' subinstr-id='0'/>
+            <instruction instr-id='604' subinstr-id='2'/>
+            <instruction instr-id='604' subinstr-id='4'/>
+            <instruction instr-id='604' subinstr-id='6'/>
+            <instruction instr-id='604' subinstr-id='8'/>
+            <instruction instr-id='604' subinstr-id='10'/>
+            <instruction instr-id='604' subinstr-id='12'/>
+            <instruction instr-id='604' subinstr-id='14'/>
+            <instruction instr-id='608' subinstr-id='0'/>
+            <instruction instr-id='608' subinstr-id='2'/>
+            <instruction instr-id='608' subinstr-id='4'/>
+            <instruction instr-id='608' subinstr-id='6'/>
+            <instruction instr-id='608' subinstr-id='8'/>
+            <instruction instr-id='608' subinstr-id='10'/>
+            <instruction instr-id='608' subinstr-id='12'/>
+            <instruction instr-id='612' subinstr-id='0'/>
+            <instruction instr-id='612' subinstr-id='2'/>
+            <instruction instr-id='612' subinstr-id='4'/>
+            <instruction instr-id='612' subinstr-id='6'/>
+            <instruction instr-id='612' subinstr-id='8'/>
+            <instruction instr-id='612' subinstr-id='10'/>
+            <instruction instr-id='612' subinstr-id='12'/>
+            <instruction instr-id='612' subinstr-id='14'/>
+            <instruction instr-id='612' subinstr-id='16'/>
+            <instruction instr-id='612' subinstr-id='18'/>
+            <instruction instr-id='612' subinstr-id='20'/>
+            <instruction instr-id='612' subinstr-id='22'/>
+            <instruction instr-id='612' subinstr-id='24'/>
+            <instruction instr-id='612' subinstr-id='26'/>
+            <instruction instr-id='612' subinstr-id='28'/>
+            <instruction instr-id='617' subinstr-id='0'/>
+            <instruction instr-id='617' subinstr-id='4'/>
+            <instruction instr-id='617' subinstr-id='6'/>
+            <instruction instr-id='617' subinstr-id='8'/>
+            <instruction instr-id='617' subinstr-id='10'/>
+            <instruction instr-id='617' subinstr-id='12'/>
+            <instruction instr-id='617' subinstr-id='14'/>
+            <instruction instr-id='617' subinstr-id='18'/>
+            <instruction instr-id='617' subinstr-id='20'/>
+            <instruction instr-id='617' subinstr-id='22'/>
+            <instruction instr-id='617' subinstr-id='24'/>
+            <instruction instr-id='617' subinstr-id='26'/>
+            <instruction instr-id='622' subinstr-id='0'/>
+            <instruction instr-id='622' subinstr-id='2'/>
+            <instruction instr-id='622' subinstr-id='4'/>
+            <instruction instr-id='622' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' >
+            <bounding-box x1='486' y1='140' x2='633' y2='163'/>
+            <content>• Within person change over time
+• Effect size statistic</content>
+            <instruction instr-id='626' subinstr-id='-1'/>
+            <instruction instr-id='635' subinstr-id='0'/>
+            <instruction instr-id='635' subinstr-id='2'/>
+            <instruction instr-id='635' subinstr-id='4'/>
+            <instruction instr-id='635' subinstr-id='6'/>
+            <instruction instr-id='635' subinstr-id='8'/>
+            <instruction instr-id='635' subinstr-id='10'/>
+            <instruction instr-id='635' subinstr-id='12'/>
+            <instruction instr-id='639' subinstr-id='-1'/>
+            <instruction instr-id='648' subinstr-id='0'/>
+            <instruction instr-id='648' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..47497d6788fee59c228d866b4f92df4d1d33f586
GIT binary patch
literal 38428
zcmce-by!@>(l0#B;O;JiySux)ySuwP!QI^<SO^f@El7~y1cC)8XprCmF4_B>v-kU+
zE9bfQ`M&kXn%`7cudc4DUcI`yno>nVijkFx1D<m9B&igh2h0L?HnW2l5MWlYbh7ra
z0rS36)R?7g9Xu@Ez|2w(rXH3OmgdeDmO?`C?jCNIrjGDF`JeUl(~jF+gO=+1^?9n%
z6b<0I9~{24)Gfz&ADlW6^PqE@m6kM<d5&ChU&hVj0J`I?+UQ~o>(o6XQ3s@q`<#j|
z;;Q6m>3-q7oEdTVJ*sMLTQ2tp=NWUQZp7YM-_ixWG*^$;q{<1Ly3}Fb`7EE`s#T3=
zj>oKI&k<bw?EG4B=$yAb(Ls_|M>142{p7y%qw87n*Yep^eZ6C!^T-)uJ#pbP#uuw?
zI`nUH?^BMnR_7k&Vk-rwAYuiGw5noAtL2#spEGdY+s;-7KkEf}Z>$@U2>hzBGi*lD
zhf8X0glc&6F7`?^epCx!zk_A<#q#`1tyOH`<9opZW(k?2;#lmUfV-qhVRR7klJ<Cp
zXee2T=&mUK8-V~urlqSoB4}2^>9%<zgHR3kQqE9=SuXJ1RhJLHR~Pw{oJCv8TIR4>
zYCEdh$w($H(nzEks$w6`BYP9EgQ#AReLZ-dc=-g`u!}ju$Is=HhHF5TNn!nQDb}fR
z-a5_3)RG`$O+53P4)Q^;lXw@-4qkho!79XCX)W)Ape3Ub(FU_}Y2V0Ito<+<UEy5J
z=7ilWvO^jS_z<ns76$ye9*sICK9(6QY+_N%k7tPX)Ph27CK>j(NMAaUzAO6jdZ}m>
zU!}3skeS9JWE0*0c$jdMNLeA~o$95gR|)vV#HWXT4T(@vbXNaazi55hCspZ95no#>
z^0yL?Nz+T#^!dkKb94dtK!(_*kgZ<MN@PcDOR<NsgO`{uh_$Mi6FIv_-`-RhkpS%g
z9HWuAGkwM@y***Tv<~870zcw&cCqtN<i?|P)5WjoTAymlic}FjHtGT~Mz8Yvai71O
zI*Vlen#GxXgx&Y$O|>do)r@x_-|I43NBro!#7U0(GeJYcAFeJ4(-D;73QcZ6;%lkL
z1Wm@gvg?V9sG-SBX(9qpCZ58D$+)SJiF?cWT@toaM`Au4WcVWUAyR<CTawr`R&t@C
z-)Z{S5Uv#y_MF_ok2rdy+HTA&E%5{Yl4Vb<&iK%`@tnhJ<+^@1l5fRr$uY6W{Q!FS
z`KFlDNYHHk8$J>*8EP4R*c5!c4vCJ<Kekp-H6T=eX=5tt>qaW)3z8l6z1%sM`Y(U6
zF-7^M)LU=g^fNG=`p)bdCv!6<UH1)C17q(GBd4Vt63IupZ1w3ot4C~TmaVx{KnniN
zgHsgvcD(Un4wBa$o&;@cp)@hK;}dN=FSvE3eXj0_OA@N;!1NflOKc#~oJBIZGn%E^
ztODSYSq^xI3H`E)2Jy&$(^c$f$YEbLt}>oe-PkEAdzm7n$clEMF85QnWZC`&Rdf>p
zVay5pDP5Mid>(Of81ioEMq=Xuv4OWaYagCm<0~CfSB=M!(r!s!1%Lpi;SPm0o;DJ?
z`P%0svI9d!Z0jzl1Qm>AEZSKbNNUtsNcK_N6T$~18Z*Z1HxIwin$o1~uzWo>I~%m&
z!+{#^*}#P9jDntUWDrUvNoBq-IvfU%yzaSI+;3z1M8v58U8sqh&SZ@Df%;bZt@wqD
zZT(IcE~y`BRQgqZL&7_Y6s-u=x&@D#1rIz6*lLATtPT}4^GU$P51q$qy4WeVINK-@
z1HX=Dm%$%tcf>-D-x>i3FE63LNXnxuNfkueWs`M#sC#Hz^vaDfM<eIj;cF|)hdN<X
z5{w*>$}t(}M6xP!d+xF-KO1v-+77Rd#0iV0JV+ai#4-yzwwFE~P84xd@fh=&Qc8rN
z*XQYJQ)1^_M5#ZEf?Q`VXaiG5N3Xf-&*zo97o4Kyk-CD)>}eR%Sw?7c-@aw<Z+DeK
zBgI|fXoY{ycL@r?8ChUsDkoaNfd;(ktG7go2MFe#Mw5W%b8_d2tG9IEaCM0z4)IXe
zqKT$Be!i9TG70B+|E6e@chmjzRq_j-Fbmal!u(`?6Y*Zt98jOb>uy7?+`@j>06uq5
z7hd@tzpOFs8$HkBw0oL~u2sSybN%g7@{Ywi3V`<aE2;%t`Ub|F*n#?C6qL=uVqa%~
zs2)wi+eKuuODqy1iT5Dq+zOf85{B)$pYAv24bf862GF}pDDLipKQG?A2s$5;WOF~E
zOy=DOZ!tOwe?WcdYH)n9qT_t~OZakMXfHwKo}6dAm@+g%^xOx^F*3G)jxAf}6mKe@
zQYZ5M=f<EvwDh5&V!s->9WVkA5{>zOo4NbIb@-evFo6fzyb2yNo<WEld!UJGB?CMA
z)Xq<8QenEV2<fA~<T=Hg?d$iZiErR(lH%S;o4n(-@6R@^&y<+ZymPqY?KNGF_)zL8
z!&Lg_oeym$I=RTk;yXpzkY@OFOGjPM%FZ-2dtJ^U=72F}ft?a-Dkq&hcTX0vDi+c(
zI#lUMWLV0Us-gkRBpwSqMG6WHS}+{B94wzrVa$F=ioBj>*Xks>8?2sZtz^QFMx}S@
zU&;?GEEv=k%Vao{KwnoiWyd>)itN&xcR3$v;b0Rnc+E=s#|$pjFDadulah4(NC^G;
zY_O^qWuY7Ewb^88c5vTrGShmdBK{mny-rgwx~IWVvkbOE8ASW6fG$y(dY~lW)5xA3
zwi7;%%4Hf$#=)F`sY<5%sWGz8g5><#j3e!F$@4gV4>wWO*go+x9KOZ07mvMoN+y?b
z!(fw*fi#4jR7zkpPTeh57M~s1ka_-oTJ?K+4Dp)>j~c7M5%17Ga%FEFsK!y~UD^?y
zh4<{7$EotYU<~N3EK&BOnWj9_WCWojtl8>1x)Gwm_noO`w5&%9CLQ`2n@Iz97Z(ur
zMuxOEgf)*wrsmc5H#XvWO6FDF?a6Uh^LOnJVF(-3aZLe}-faTv_!Lq|i+3<JP4&ax
z=^6qwtvu>C4a6K=)105vjrpdSr{1ajZ2D^UP;k?J$b-?M%SZ4l{d?~Q?Xk;semz)&
zM_cDjM4LA2t;*L4@>BYoSsw1Bq`3RqcaMIZWrU#brif25ow_lc{K1eKGoDqI;V&(B
zAjLZR=>D)YE}r+Xc0g;di=}Zrq}8L^E~|%Y4)yx%Pm~!I!>-agwjDIY&GGsh%qTf=
z9fH;lCsg}Z0Y+A7(ifpAwc*Nk@XIQ?Xx_3WoGi4f)rqSZA>10c&PE~lXFf-<qwQbG
zOctYae+gRf->nSQo7$J#+r!G5NOaZawmLPJ<R*Pbnc722l4=kAP{yc4*b&=ii(iEG
z`Kmi;Z~G>829sz1l;||Jzr`mI&!%opLb4G?4LNs%HPa@XU)*hg|Lwi*td}#>1vM-Z
zZGL;SUP5%jPIXu`|L{Bqzda`zfeiBjF4DJ3x`c0Cdc(h@p)lgj3pB2xRd5%jLptSk
zkj+QGJIY>HTW!}1OklC%eerOQhh}<8r}Q9d+l$e1RH*6Q>_|LbO4s+A*UoH$aW@2Q
zGf_&tKZ*^HgH5^MCYQn|P;5<T^7SzI{LFY#kl1%7R?kc-c8)tZnUZA|PoA-L1G+@#
z@W4>3&>5lSCEKesSl@x7gWJKGTod1(rtFcQHzU8)wsB&m(JJP3EDLt*3wv7&U7O^O
zbmK42ioF8}|G+j`+P}cHw8%N#CbSrW3DrRNC;(M=v8ch`zhtoV!FnrNAdl8Rrv~#<
zOlHy`$LC>=e`D)BOG8aj6(Hb_IAgHMvsfUqlq)dziE-&zgL)vE-o7TwG@Z^q5jB(H
z!rW0tHRbK|DX74Jtt!Ki^Z{$U2-$rOVt4*RX^E^AQ<yit{xC$l;-e2^AglAqh!^hm
zeJx`yN<yWRD?8DCpZO|675Dmtt3ZCe^Jh<HJ_B6;kjl&zZJ)@s+C2Q#_L)mUA<J2N
z|D#;%JL2j5YEj&-I@H<#x5=p1`RbbHc~M4^w^mOKeqzEnj`wOpvGVh-+8DrY#3nA5
zTdgX69*>>JX%rv7;B4=Zl#Najcml^RKBuJ9w`9ynb~2yGCWkKqzk5xPJHQbL2|6pR
z9!}o79D6T+db!_XJ@)CcK}#LZN|1ru=wh)ws-4c|*yRe4A}KG|2OM~zKIJIw^?5#e
zISnrCAWvZ2OC~*XHAk(=t~~_$6OBYNiw>pTT&!^I)Czt{dJ&Aiak23x=UI3|>xC4M
zh`t@Qy6<te+99p@lsdUr7b+st({z6go8v6KIleHys}D-a((J>nO?bceU2k=a!Dq{S
z11`CmoD(+Lisv>7!QZ4|F_~eAxsB`iv%6xQ#+lBPzB|Ym(YA29jkQT~^cf!@UuQ=7
zzNnrueiWMEscYUbsf|(0)qmLz_UnqMCBN5Nau~2FI~^AYFksz$57JN&aU6iuP~PVq
zLLf19-4ch%>fA+wJnqW=WXyUB*fY@xElks&F&SLlnmPS0B^D<Hm2Z9=&~C_daEuu1
zmO&z9gdkhczg~T4_A;wtoxdO@*KV$6LI%0qh7G2>mQiOubF(86UaRP5yz4G06cs&D
zGW>RWE;rF)ue2*cOSLr`$emyR{fF5%;?Candi{4Pmrt#0S6%)3IOIVn9#QgL$0CMi
zKEXZlP1wIe1VzP0O8gI_q{Hq}3|-Za_@Cw_x%xAM`CF6+=!!p-lx?iyi#I@fk+ALt
z=xm`r2s+rpU%2rJm%Y^Cr!C08D1cDuF(J3PMASg_e)4U`oxNY%`qml{RyQfZvu0Ur
zIw%f5m=Eem4iY`=3Q0pZPeTEc?htbgZ4~`E9N9QJ=BtpFutaUW$D}=<3BCl_OMe+&
z4zzE&oy{HJioh6Yg7`tA^2q!3>P?g8#D2B%t#bcaT3#5)BF$V1NZ<PTIR(r>MqTmN
za>0rGBBC`TsW({_SEXO(sGrJ+oQn&`Va(`a8`>44Dj_ycGu{QX7&MSLh6(*ajIX<6
z^E1)c#;a|p$~D?PG~GQ<nq?Y`E1wJmA3#*L2;D{x-2vlv`-U~+_90oy0xx|n0&N30
z9Km8P+T2s6)ka6AY<?Iumr66Dl1mq7X>lFqTu8p)lypOA+uoAl%|%Cg%o2C*i2zz>
zBdDp@6yrynYPV-)n$MKW<5uUVBc)BIjSQ7y%?kB_5#rQ-W6_WK)@U&?#3xw&1t>Y!
z-jG1pA^zuvP81u84gFsLl*6Os=EFK-Jt5<g&Z02VtXuE1`C0f0%qsJa=%pP#1;#dv
z(x;+L<t!$~Ek&8yYpo@<JF}f`bmGk8MgzTd$Cr;`hp8rm`T0pzBTDyGIq3I%9ju3s
zKuSfArd7!%J0vtyxHV~!;e*!G!^?d+=;epwB(nUetlh->Oyn-|b<_e;6q%)dbQ@lo
z>(e%>ANV?`rG1N?=^pE5XkOiAq6-6x34`Je%Y+|>BBr%*o*VB;a(XokEuAd>u~2_S
zzZdtvm-N4X*?D<+;r~HnWBUj3ua!R=`zz`Hxb$z)TXox&a=T{lE8U3qQZQGIcr0VM
zCmXHv&J^`0p%6Bikwn+xo&gn)l?aO)cT+bxiKML)j`5ekrhKfcliwdpqi#BCk};!2
zf0%xDK;aH<&xrBKb~^9No90dx#=4RAM|}zKP8*UX%V@W^t;PI#{FHFti%B<Tt{KfX
zu}z2J9hLW<;5h&zQ23|&{B_#hbji!Ybyr<5YFj4}GR*pq+zx{C+5NL%--y~qdYZ05
ztqNMj9>uHn8g$w-FM$pP-^-%Xb(dw0J1fn%s!d<z0>V+q^_<&ruF9}cI+x6wa8761
z9(d-JSCTej>PAC8zpOpMOeI)mjGJk0i8v*cvf10rp5>i2(C&0*`eF}@{dzpF<z59M
zEP3J!9$tXzBh-m*AL72}-E-Kjgyw9JINIY3bZp0BmnIzz*1GeY9!wF-P-&u>=56ns
z7JZntC05=l<|Aw_IxKEF8(t1C`&1JxZ<(0dfYT|fY<5KaaMo*|7ld7;?8i3ZEQD0~
z)wlmn$I8>dVgPe0YunWa`zi$Kv!6hsAGTs2Mwt-u&Pjm`YQOA!bM!n}e)_(utW_f4
z5nNQkC#VD;CnJ*{E9`ZO2SsFhZA)yVJjlLky7y(egj}3o8#Gkg1|&Q+(`|_r{nr7?
zd1QVe%Fmv-5zm8CD)8nDW-o6e<i(%w!JYoIc<d83v57n9<q7^*VtU6^wq&M;O&_a?
zHmCd<W_$#Er&Ax7o4WUpx;I*o1B9jdf}(|^4<j-w-798OP;xab@jt)0cTX9EP0Xn%
zInBjW3AFmQq)F^~Mb0&Q<a$FOg8(wdTH5*~$LfbCt`oSF(iFUroZxMKTkd~QH|Jw8
z-cB>PG(YF}YaXG1M6_$k<);Uv*}3BnhbFH4g5mp|roecwCgkO7DxSG1Sea~>AlK(l
zs7fa&7>2y1A%Y<Jj9ol2X}#TZ#Hq_)RnqHVz&^WmmBM@Rj#m8voJqNnk#K!@=nYcR
zTAEP0zG2gfi}S@4!Z*`z2ZN|;yN|sf0ONoSrcUS(vwrC(mbjR(N>?dJcu;1xu>zPa
ziRXA_zKV<qyHa(o^eBI2t@ktBG1={M1<2YK>u>|I;G=PdC3di6fd+9fhX=YfV09(1
z7A1S7r?y}3aslhj;<*{1xM)#T@k1$o&Q&;?Ol<s(Y}}y-h45j)o}tyM=SZ?|Z{g5=
zp6wo|pCH+UoD|SBka*JeGLm^+)f*epR?p1`@B8j118UAX<1h_15`MO(Cq+e>Q%pdN
zFw$y{BKYT3KKH=YT>J+e72Y44Ntq+V`y^Rkhn^k++;5eIC4(2K3cZ@cpXUgHwm);9
zT)th0ARzJ#;G`Gg!;1#{ByqKvgbfw)l^1u{63S)*5=h4aZ_jz=(}_@9-=y7qWGz?N
zR1)x-7l>yj*%->8W5Vq^UVVy@{ODw3d>}$8?+{`cE`N8riERQM1{dcLfvnjXe%#}}
z=D<E)wfU>3kW-1B6fMOS4Kv#(4LIwI234sUAr_qtOEFVKBqxTjIBc(@-dnDS?yP$G
zHotLRCrwF4grmKc9|k!kntA5PblLMZFP<=r;j)o5_)}-14VAP_WP=E2^uyCLhpCTY
zmL=NfkpQ)Qv~Y1HE15<cuA1+4_Y$`4bP$t)xK$Anu+N_4yec6O7xA(m0&`nxlKD#D
z!xZ5>9NPJqCv0}Rkx~cPsDe^!By_$*X?v0niVJ)4ueWv216kh=r*MkK>^f7Ms<O<q
zYkL_l=ZXRG!g%u)g6hgOd?QPZsR_WD%F3Ug<99N~wRPv_9+gwtN%ACJ1W<OE3lnTl
zN3+N&)2bhZ75!|TJ${&b8#L6)4(WG|$dPth;$x^{<+I{4yGzwJ3h?z$NPvI(=CZS<
ze1qWj&y|H72Azu*o#`OwPee0Z%(+5w=N|MDD00=gTX$+`rDV+MaY*mx?a0`QC|udz
zk|ln;uu$?>`la7B$9M96raVx*x_M}6Ug6~8#0~E5lqclCB|if?#S#lg{<AeM1wN`#
zB7UO31(r|oy0@UkxzXhEaS*V^muVxjfO`2G`VTp9nS`ukjM~)<eu{SxZ20WP(By5E
zmr3ZV<V^6(@=p}Z8sVv9_vA$Sy*ZH7r$dm>HOHJb?3ge<MVf6;gM)nEyn()MhO1~r
z1chc?%~;w|QZdX0T3uLt09u}7MwTq1pamE1O=V1Kkcpog@~^C}yuLLN@Q`GwgjR`4
ze^PsGT+QHgtQs94$o<7mA+zSrL8eZwYN|euvVPAje*E-6Wj(f{{rrRe*5GKC{kq1Y
zZk1&9whnf;XV{g7t5OS-FHN;$_1#l1UWpaAKK#d8mTln06k;`9Y6E&-30G_(e)t~Q
z?8}zcUR|A3i+n@a3Q#`vwlw%otZ+DcJaKG?Fj;@mhq%ml+3)jJH4iy1MW(VwX71^R
zU0E#`6pkU<UQCckICUdK)mbS@4LUr~dPZ4*K@?x&?fYnJcge3W7{R3P<S9ztm)W5~
zBj83vn#9Kw3m{Q&M!ipU&CE1)&ZzICe(KNO-}KZEPqrO_(I`Z)@?DLEoye`+kfRuD
zekO{nJwA?1pZf7)<q3#w6@s0>cu6!Pl(LC=lcIfy;;ZPJaYO(~jQ76SNt_l(>dhFj
z0ttZYOPpRA$0EL4g#qq+k9$)dyf;Lhwq~;nlSm4Z`_dN)`2xx~?={c!C#^C$g7R7{
zu8~j1AJ+6>vf~o->8xRx?!$=0^1^^)NsEyE`28BQ)=5J6a=ZAu#!lrr#90X8V}n-B
zv;F*8whQ>tWL8)UY#My>WEv1?<da=!zQnv-2Z%b7Ri+0CSBBP?rc!oUE#w+neI+c_
zm~{Sh2XG_Egh7a-@w)Ww9jR0}U*9_qh}i1#@ymVF<Y`bCM_-i`$%y}$9QL*^i{j@=
zuFMX_TcHiN2c;$&8&d8!T%w9yZzV3dWa#2h)S&vXNcL5<&$p(o(WENn7HJe?5jMa0
zTYOMH6LoY;-J5KH<Ag(=YD_y-Dml5L`u--Tid<@)h*$|;MS$DLlZ<{PS$7#llHf{*
zN^@a0>%GvHv+2-Ec(-Y)l~k9{iCFZVWqeM7_sgf;YjXR24%$-vxu1=Y6kql4_%&PS
zV!bV{_{d;7J+<Dw@Im;WL&9^s0|-XzF7u5cOFR~EZj8jo(nZB`>v=^)uDqo!ceIct
z51&Y{@;d$5q9tN7syhQgg;k##5ZkX)e)#$wl&U!)5$qVPc(WAQU2vXYvqKR?xl<{L
z#}<^5!4#3}m53{9sgGg6*|^3<`A$RkXM)==ZJ2p)nr;$esPaPUMJ*U9@z(RZ-fuGd
z92fzdlxz6GtO*$N3)PqlLF_OUbZYZ&Kbfmx1zmHvBjJ*;Rzcr>WO)cK6LITdVHJ%(
zHvXJzAq=sg$Zq?jIr_;%aLvrR_Io1&y5u{4nqM%?7HeuknhaksKf0bFS3zaQ8SV;R
z^BZJzmyvbvUUW+f@?b8{m^HPoRI1@olK-ma#zC+c!H4QRr1BxaJEfMrq&O@s%9CFm
zxd`ISq@FA_Q56~9nQ19ENi0N7d_)e;hT)H8uqKonibmf~O;zdUIj&>4PslNQ<fM`}
z)INfl`LP_x=bCwQw$Fumb8yb7%6eF!e9;gL2ZJ-u{D4R1<BA&$K`Bb>+q$xAZwG?a
zUbvBZN>!7eQ&lsvWIde4`d~=7X>+<AGNGwZxVS{iD2k@8s|0${)WUn>uF2lVFpHMM
zQ)93tHdOigVoW@7=^aMi=KtW-*S6N|nwY0JsJ>7e^u1kx_Bgc}tE{L!uGHKP8DGuB
z?+bZ!ah&I`0Zm>=m<x+>j7X(}N{;bnhJnl_+pSw{9Am?`PqqLoK0WNyvV#j#5dg|l
z(8mRh-FFZ6XeeM<l4c8h*(};jU&Vz!_ug-WL!yDkw1xS|FC|@lOXSzT^3mrpoYS}%
z@V~5bN_^f#Aj9NR@)Q5Sf5=$PsPHof9hoLB9N%NXXf=9cnmt)aTNWup+ED>NWu7zN
zN&MEE^)}JnL=5rjSJmTr{aJ(S+qfRJl@Kj29-Jgvir45tTq#q-=odm2(lW`C5hKS`
zqDDg&KDPoj2J|xHhpmpvyb$(AwVal7ZMeqt6$xi<t2I<jO!*I)@0Pkf9iuJl?8TYf
zaPp0fmdxo6q-a0I5#a4K@V5}9WL8h3f45+w4Fz1zev9e>c57ZBcgyFwzPz)x28nZ)
z#3+%8wxD^#AkDCA(7!)))UNqNrX>rzlPew?#{VvhF=H#nZzVpsw8n|mUZm7W!RGwP
z4`u(|T7b{4{hM5f8k}NwHTeq5{JjznB}*q~%PM7x0Cj6&0T+Hx#HWwc)Aef%Vd8Ua
zrBf`N4pp(pak9F4hSpl<hLvhvR#flP!_P@I6EG~Jb0eJ{maFD1go|@+bCLIr9U3>5
z!PD-=18d#3qF3$TAKCh5zi2?EZZEd?SI}&A1(iNs(J|E_y1Kere%fo7vD7t4isOi(
zP01^-EBAkMPA<5z{E$Z)l1uk-c3mnU@263XcWVAP4x?@5B*PX=|Gbd+mGv~Yld!ZA
zPEtwDQkQz4J#bk6xq>X$2+<?X?U{4b>Rb}52A4jU{0cdQfx9CQ`3vURM!{~oWyDY>
zjaP+b%=Q`kR>aKLvUSp#D~8++39}KLkfm5FOuu`0N!?m-ueMG%+mPwSc=E&py6r>^
z?mZW_YJhgcN3y|jExvDfuCizy^J}zQdQxrdkZ{HV-EX9z*V^6<;U*}!HD%vLzzY(X
z4B@$P@};~LCyZq#w|YmWmEj-MnBKr@IBUE5Wn8W1hrr<BW^aW#0;*+HP}*q-`*Tb+
zPGFT(1Nc1C-LDkE+X*?#$=*ITL-Vx8^U)KYPRzSKLhw?&DOpS*Geg%&-!4A@;3)W6
ziK#w?A#Rt5Lf%f;cxPb(#1PAj(mq+KscLYbt{W;s_fk8%hRB=jQeBu9zv`*Z?-f<|
z;^pvgo%^P3zw59cmi1l7wUWL6tq4hv3Kd7-Jmpuv>hZ6pC2`)N0v*+3aWd*!+1NDS
z7?_<}?4@gUJKF1I9BwB$*<$J9#IjNecEh>14THId3t*bwS9rf{k5WQ3Ef5}lCnfdd
zjlaAgRgqKv+?>^fsv^005HyOHS|~81kN-j;m;EJJbV&tiP)DlrqGyhlaopJ_ZBRfm
z->f=(!r0Gl-+p&1=SW}U>KXo%#<dbZbQ?1<Fhak=ECqR;F)g@%^FB6yS4Ua_q*i8H
zezp4Im>qCzW&B9mg0kOlX+9sO+-ZBZGPZcyD{7J5y360rM{zPKsFnRQjhe<?SL5xb
zoj0$2TTf-)70ORF``kOzleGd)f@6*;jnv*&fgbM5hAtH5HKFJMoYfnMk`I#6(JT3V
z{R>|S;6sznj;AxRfN(#-D=jYslRL)CxNkv4>Y|&Gk@bCJ<6wnrC8X$Lqt^K=y*l3e
z!O_GN=74~lq>iSbghW=;v*q^W9Qm(pTK6pks|{?!#+qntfdsCP8E%78hllOd;TP}c
zpBm0~9!FQ=MxK0FQp~?+6CgbbVy2RsQpP0fO!E;V28<PB9tduQKae4ydp%K-JKQU7
zo7+g;N#TYkJ)c+$mQ3n%T?qE<R|g8EUC~+p%>9~wFFRf0{API*vJ~@evejh|?aWbV
zu3n5kzsz*(<P{yA#=(^FKpj49{Z_&FEq)U^<+xaKvdyPyJ;J3(o@`@0H(jADNl!z+
z1xbS$s`o)$I}la+33mR<-hAr~2+mp0i8ESzST@ce)fde56sxrd0uW1Y{V$~JV6ZLZ
zkE3D6K@M`%Xu88O+^C2S*w3+d*YBXOTG=VGd5bl=^c{e*_9PhR;+c>BbW}Ps50hy+
z`+J&S+N7VwOfSOUFU@0~>7HOT&gO2s6m%i&8-4NF;e;o3t}{d3_Jt^TxQ;rv>Upk-
z*w6bmWKF4}T(qTwH~-^UTiZG4I$>JtTOh&2#3MR_5h{MFyXAnr3lvD^%y^F8D(Zg7
zgGn7O0M52>O|r#V>v?bASvS3Y^xr~6f5d)%$A~yMIa&W1BVzv@5c;p#A?zIgNsP!-
zQ!%ZK3$^Ep{sFdH^c}MZAvZ~$8(oHjRl)ohV%(WYnut(IpZxpV!_0<@b}GpX)~dy)
zhn~uPeiy2c`Ie1U@yjhE7oSVGXNqqaXj-N{EiiYkMJ^*9$qml5T7aiOh3z1SR2+p&
z72D78kx!&!(_57kPqu`aBS^&0xKS|N9!@@C{;P>muivv)uH;OXkHHOI3QSA89V)Sn
z`&i6)+zmfyATdU4Mz9X{T49XC9o6u)vcNjaDe%2g?k&(04{F7kn0lF!w2HH8A3B*l
ztH|(9BB4lEm@qkj2sCe=)K;c<JWfD&F9S?;h)W@g4RVV=ij6Ne`Iw%GaWUvvT3@#8
zAKIvMJ3j~#H^Pg?h*e_yB4Uk7>l897TrKPUC~4{~SO;x;MDMRYw<QZ%WYt)-BxYY-
zpVHpv2DvGZehmw=`aX4toFfW5n7zOyG{LE=dWg9*2wxu$hSl(TjiA;>jW}PM@!#vQ
zCIt@H3=Y*ehn(d_ZG?5d!SI^n1~HHq(*j{NCp_#>!CUZHm!E^xaJ6dr48A&uIRU#B
z@%jk)+s36+s$f`|=(Wb_mC6&(Q85=E174`NuO<TG1L-LStUAC3gXKEgt=4blshsr^
z)zqe$TS+R5OIcU)X%WXwCqzFXH4^QA_yH1cllwB6jnpzjf0SHuy1uzm5oPK1lfRS}
zo8LLLb71iBtJz6+N~ddT{o%Kp{?9qtpP*Y*Y&@;Xl2eymzQ3_O`XB)Jz@rwruLlEt
zK0Fdug5itJ{2g2JnMcuQVXe<JxJl2i)9dk)uVm*ubYYTq42pqtC{UG2x7s5kcyN|&
ziul)+&k4WT)37Jnc4d*U*nyKyvRq?nK$N)vGNoX}>6iOie>yQ3n^xwjLfF*|Zx!ol
z6MKH+CS#Rv@o)J24u5echBBu)uA5g}SgIZ`ShgDx7`mpkZuM`!VWW@<CB=_$3gBt*
zOjd?&Ymoun2y){=W%#s47uJ@`wa5v|?ajKP)U%jMI35AnopvD!z`T44V+g$EBH&8V
z=@xIDy%?`0&4{{BJc>!VWf$1D=o@k9vp?%Mfjo8eeA`Z~>qPOo7T(CG!-1QQQsgq3
zR0ZokKbu>AIPdHCmiq0ih8-Wrgxn0t&hdULwQ#-hS!EjPQd#WUNeN#+^*Yh^!l76<
zOaQ6ITm#Ny=XuWC14OZ;(`R^|>f=2MRgVwC5pgp-86Aw#8z=7dQ{~mW?K6yT#*BTQ
zVE9oHr2g$y@W&AUBW%pU_OCa=zvqdu|3`^pE&8jeJ3MaJ?txGn3Vc!qKuD3xG1fCj
z>3H+g9NVlO6wV+MRfd?>*oEYDJ3HZz#wU|QnskPKtNgQQhL~{MxxSbAkazSG>{D*P
ztY2E|QG)LV-CJ`=Hv6KCNq7V;Z<HU$pARocr!VsnZkEk-r_L|;2D+znsx+xM)b*?~
zERyO`=(T^HlHPM5%g>{*KeoC0oJDyGJ1l3_5g8kInXWTD!6wa(zEog`H#1_kMr5Eu
zY4y-?_#5Q;*(+WPaZPt6#>9UJKFz&n@l^RX7?e8_$junY&2Hm!wzR(RURSuma#gfx
zbb~Vjs}-d*Qy0QKr1PSpw&AF<++Uvlu6mr#bO+(_a3bj>%G9U=)S805Jl`o}bwkor
z{cFCC<e~NJhf%n~FPzM2y<Z2~pN}t$6)NKdmP{R7Mv?338r2%HaB_A%6`zV{ht1s#
z>)ee@iOxG`R0d+N6k>qJesYujA65kp#x99l7)?xm64y6%SLyg56<)G2m*ZXUJocI&
z#vW)gHj>?6wZ1N4-D^xlG-)wzo&>zNs1ct?J~X3R7FO>Tz1#^-I@dIH()qZZba6{b
z#?>gS$!*SeGDvP`5_R3(Uu+$~ypKbSDi5b)AF$B+(pj_VoN-_|TyeIw*B#F!nNxs8
z8z*P|aBMdgQL&_mr@E`Fy2@sd0esh?DxqQNTNzz@*P~|;?2OrQl1P0F&qW!g$XmIq
zXTh1~DSDfrJWf{MY<S{iq@~{0Pr{|tkle0=pIN6YuOn`FY$2nqB1s9K!l2#+5B=87
z>4Y{-FJ$(4Or!8%S19S_JpJdnlc<$3g*-QrqM}MLFmhIrrP=VCKwcMReOk~`*;pNi
zZ-q>dtWkq{og@<j2haRdnk&Xq`Vg6?ZJrp41}C@T``qhyhe*q%wI)8i&9n%b)K_7f
z0O!{&E<*j{l&WqjX2{W^uRJFk!Lqs!w-xjw#>Mmva<N!!X`Hn=t`%atD}3{P%sfI+
z%;$PvFA`o29GM|+R5jl*$7kx!uN0!aNyN(xUm!7@xYY>q1|q5m<SftiRdB9lo%>l=
zBpiguIP2S`%6W>nBYUE#?$r)&%d$Ik!ZP|4#x*Sto7&^%7hUFf_MLWliT)IKuYOB2
zYY-dGXdy&apUU`rrXz1uFHsOLZVwQn%{jR^L}vk-w34`p_7j)w-F?I<AzOvE&kT8S
zDN8rluB8sXCD<lUe<#M9V{7#BN&rAt@|_oR)Jfe!vbrS+s=E|5RQ~=WVE@}$ZccxF
zDq$p?JeMcOyNu+qL;#YL7c+C<Du#_Q-eBxbKy@lhk@jUh$xuPiyY2>JWGP@A>@o64
z^0p-9M7U`B_fgKPz^E8!)Maa$ggRBtm>(~+TnF21N1Z@5TjGK2g?<)r#c;CUyXc4o
zeMyG$4LUQ@Yps;y<Z=7>q+7729e^}k<EKx~@pw**D<g6me5AvAeKP8qmkIvQhVfa|
zed6NL%uLOKW?Bwp)fT4X-KWkAj7^a-H5c9W4+NUO65?O3oDp)xU5;nLU0*aI>77@J
zp9sl9YSS2xv!<4b5lL*&k$c77MR~_(ES^sZX>eS#&kaHsH+<D)i9Ls5Jy=8~+jR|1
znMAr45p4l*gfk;6m#+NaE!*FX7n6HdOglooy2*#nc(<&w$tgLIQal8PU60biQ9iYS
z&&mid4iyK2<Xs|ZEimwB^TRHv*zwff4t$4*X`?#2FaU0qO1cO;!lXl1$ec6KLB*X1
zzz(>7m=I~sCi9oi96*C|Ak>l4V;lTw0E$#z*H&(MXszzuF1B_L9H3|2gsR63ey?tH
zJFXV0J&umM+QVwt@0Py~A9nmix@S4X*mB2_P;ESRP(e929s1Vs!V3!eqL1C)>u~`O
z4;LtHggmv(@<Wih0^8su=5t{liP)C*k2w=lATPFZF0EmPO%hAQk2*ndQvug})|Fi>
zjT`>R0ewu|gE~YTY>FuqNQLG)I$g#cF|Ey~AE^{6@P59ka(CI#P#VMU>|H-pkv`ZM
zN7Y=zRJ*>5PKaxZU2gaJ6TB{hXF0BtOh1In*08dP$ppytf?K$as6wCg(GA82Qv#Ha
zC;{uE!|zNzXUIjO#PUBEC}DZlk!5+^pfL5g!2>XxH37(LO2d)y{vvW>=}g_lo3Lc2
za<fnxa2{it$U(%Kb)scFzG!^rF1Ru6nuMCFgDvxTKH^twUa{_Qo{~O8rExkTA%{#E
zX+%_jt%ZQT96k)cfnj+vH^pR#`XS>EDY{-#a8>i%n1yB!QeK!EtOz1Z`Xe&Lw$8Wv
zY}V{;AQ_8FIQ}<^c2{oxn|Ykh_a<w?57B0e614|pr>2rpM}r&r@E+IjF3>{;@Eb@I
z17$#vp;!ix!|(_@g-v++2Swg^KHqojBSy(|<~TAuTLTpmbOH_y-Gzo<^vYR|{xjn?
zVfG1rxWM&X{I@1gVT+ov^y!{wiZ+F*GMigGiqDIbNUR%iOrW#M(qj#Ig82*Jk`A`s
zW`H(h=m*%R7Kq#9e$M?^w9e8HcCoR%1PnQoBu`IGngXzsDm|9_Ekd?^+?vF?n05}L
zjCKYdV9J(}JC<jmM|G&=EP)K!^Ys-S+Bt;l9G3#z#kGQxjc-RpR0*HGBK+v%V?_3~
zS$O6Xj#oTpEZhSY<egz3SA+)?Zd*AMb2y>R+t7W>76l;^kh|O7hdG|Z8KADRp%s~&
z0*AcCU80^_c50)_Kn>#T#}6j^t=wOiimhi|2*J9xECeZPAhh+!NwxG9RI)6K8F~d2
zvQ=Z>VD=76)!n%x;t8Y}czi9Lm{ff&8(gn86iMv7wGT8QA#WkY1XF(I=4S(8_qi1s
zk+#09IeAC5BxK`<Y1kRX=&d)L;Zo&L3Gi;!5c%i0jHPKOwW=0BMYn!RA?@{Rcv|F0
zV)2E|N)TnA;?x-i*7+m$oGf<}e#y3$E(j$;Q`=b?5#}$0v~Nx)49y3M(_(>r7oI%R
ztM!shi@6HrZ2iU38<P|qdXx7ON#UX*?-RC$LfoP$3{{|T$tzLkbeg^??*ttQzIPHq
z;QYv!t5O6K7)!Z7A>mq0bY1ggZ$SC1L}d9*Oph6zjz=}7z;T?!Yf@$56MTP{RQ5&=
z?>zn&)kYU0v(t#RYGugm-rfhyf^|=kR+JPqYOAh~E&*lrDLe9%gsS~uWi-ZmpG!kj
z9Dfq~Q5BXof$%*3Td$q#kJ}mYKk7%e_>0+`WTB1cb9KFWCk-<@f3e14Pt>?~Giexg
zikbtvlhW^~zB}wpM5-`UC#~skriOE}s!9|?>}BDy*UP8*3?FEguv|B|u|#NLRaLK-
z`yG3CeTr^bx8UbwfB;?B@x^05n4CGlqeFQ0*#n?hY|n~X<X<kQioYHh;-va7?>7!F
z8U)<+WSU1+Oc?m)C00p`n*xJ1@k@vNN6xGr?U4l}*2X><sQPIS4d%?nNeq(kpPN+L
zCWVUXQqcC#hsK77PlONzA~8T)YN>3+l3D$9Pe;D%q=4zmD(m9XK)VrjMqFf^RKL6;
zb)e!Pu38V__YwmOV!7)@8ht$N>{yrD?+^+n={leLM%U+Vc_Majq{s9*QBV$qc7SN=
z&GINM!;hrw)n~)*wuiBy?i0}inNGYa4m-)d8h%SX6oM|6p)?}i-jf8pXOo1qc2Ny>
zs*I*SE!$qweS8Tf+v(ZP<FeQqp^&0!`veh%^a}(E;Tih!T`EzYNOV{(pB+oSeD+8Y
zmW1L%h_eheP_~5>#Y0o##{dWK$*`|m(^4gqb64e(U3ATuw$c(eWvW>3W8qf_B<xJ$
zpvw++dIVc(*68^so?BZNK5wkEP<XbmCTu=m(?{qqqo3_%F}v`!D-z;AKjuK~@Rv{3
z#S2Ka^eGXQnd#`Su`5d~6{H=GI^p>3*t<(5h<0CFunCa-(!|X$hqE3__(l%#%QJUj
z*q1pxn$<Bf+QOer-v2GvXLFH(kSOa_0C9QPxL)#lSA=t^c7I5MzrJGzG@))OasJGm
zl{YMAdr1o$?we}w=`z41zxX*B>5j^!S|=DtV-bGVi7>WNwc0Ez_T0(Q%3(@zHe!If
z4`mcCC{kvntigR=PB+dRR#1&G7I@vUxT;;G|KSyAu4os1TmI?p@Z31XBuUX&l={Lk
zIZ8`dq%5F(KzY_5Lh0-%<M4${-9XF8LoWF2dm2`XLFzAcC00|u#Ac5~NOySNPoObr
zaocdF?kZ}Hm@4F-UkMw|36`my^rB3&P>(|I4J2g8M+&FY=-Bo|E@|%rIMRuf&1>HT
zlxyI^w2hc{<fVff__bGEy5LgHFKIiNko*StP4F?Jg|E<De6!nnN}P+etiIe4DUdtU
ztu+AIf6O;v?QfhaxplTSd|mAS`im)=zKz5)^HcovV6C)1jE^qpJ>|!EwF;@3y5<5@
z+_xccO}qqO_>!qUYg$rJ-ISE47<^i5&@R4jjx~0>Mr0=K;`LSdaEWXjgBw%t`s<TN
z8R1}c%Xz8PLaZ3Y!Jt}fWJ$Et9=&)r$JcqG*52jpSOL&gEt6i6IsjFsIGyM7#?aTD
zN{h!c98VG$I|3RU=TiOP`i~agF?36Zvjcr!z2-&8tD%&RMzp84VUOgT{ffez@(gJZ
z;5S}u)UuoqW(9G{vg@qZEI!)wk=!bp4T!IPSd}Sabl6CYa^bLRLq^fP%`17vYPCx`
z83tODCg55yUGYyITrMGj${D^>libkgo8Ai8sD+X0qIO_*21J(ZixAvGpodxGQ!kKh
zB;z9a4mBip%|>%znUE6KgpC8(KRop?v-AGI1sU@-Q|U6h6MxjQA>SNFRa144@<xW8
z^|$YYRKuvcS}5vqyW09F-b^Z)SnkW?(sCB~BMBNAQ)bTgESlS|V!Mr$PkBFza`Lm)
zrM^(vH!R*0>nzS|!i&08Z9aNW)qqv(=L{ErrLFBU4|N!&gO1fkN&PZN{q0t#>9iKB
zRGje(hqF@Lvt-zNM;b4b{z7zUm))EE+nsIYGe<OcGOYs!(_zwzeYpaVL5XNu4qb3b
zzU>_Oj{r`%ek%OC!CV^o&JhdcNw3P!V;=^GF65<=6E(iU`NQU;`9M0!Jr^EbXU0gl
zO~yi`oqqLU<-`N05qg*}ePH=!jypRx_7*cEQMl!kz|(T%WkGNvL2h^iYD6%{ZfNN~
zD*SZZw7&Xy4o#~iOZFqNSWsHaXViyA<ijamrAVqFe6A=k%Eui?0h%aUuN|6lVWfDD
z1-yRBwYBwd!On!~Jf&xNvnX~LM4>akM`EX_ro1?5;)cTw(4291^l5i${QUPq<w72E
zn9HeS03?^HVjV6Jo)W$IzFSVL&>8X2V3f5^b_7G3vPgT4IR7UPE?4}hjr3j4O;CYq
zPd6%f{%dP>T-KL1XReHy`nTih&+Vt>11rt$CoeHvkZTen4Ojb1j2oJ*n@Yc!94yG&
zyV5&I7E@$mKFi*RG$+y_c;f_LpV5161d}0cwQNrnzGrl^pUxCliLsmY3{v~pGOERI
z<nQoy=N0f8`3H#e<Tkl*hm!++4-;ec7L`Uh3XxvWb644E<t;iL))@`Ed_b{6n>@Tv
zh0XfzUaPQ*!O4?wpVNK_l)hJdumi18s?#ieG3@?k^NEa>ee`4NR!~#8`$wce?0NrA
zte&&pbW)Fx&}4DfFeI+dgGn>ND`r#eg+B$x)$05`xM2eKhw#{NiW8bqA|aD$NWcgt
zd_YL21#}FL@Z5yLClcYa?~4u3lAoDplM|=biz;F_qu_>2vuOAlzdb4rUz4s0-m}nD
z;V)h4&Lp*RNcC-@7bveN?2xW#v8f=rY68<I_t`^h7#gB_=lO$iyL0lla+uKuO=sRa
z(>LSOhff8lM?}@|eK}jh!H&-ONveTc?4G&|l6kLi7lRoxw(1o>E!ANn<H<dm*sFHl
zXa&pfPGGl&VDLy9m2})b26fzv@=?5q@1kkgmV`essmMNJ?OZ<q{{ClGfW5GTh`gq;
z_xUoKEi5b)?`>QDo>x?)6RPdX&)Um5zvrU)jJS`1M}yV@c7yd>{Wn|r*Bm=JL?Eu6
z4|$~m=)OZg@-DCQO1-DFyA<atciD>}Yp>T{D23<~AI-opD+sf3Wqs=p%@9X*rJKby
z-`&HS*gTDl5rf-mLdYzs4AB4s`9j8VbgralQk1}O9}T$LQ(sCZ)Qu|0SP4Nixut`Q
zb{F5W)Cox?yADFl&+x%AeOkp_pQRm)$PAtnO8|DEMKG4>28ukRbIo(Y!oNsnq~+}Y
zJ=FEj%t#LIzoOpUe+9iYd|fP=RZOidnH4Q9Y)!?SeZcxGuf<%fY+!C)HbZ!3HD{04
z1Cn5tS1vb8ClBx+DU`2dOLu2aH*-t(*X&9aH)nHoOAmeK*OQlEW(`XpkJozQ&JNCQ
z>Mo|{mSEQ3u{AY#W=S6pY4tyz#`;HS4W3!b`SpoxzZ+D8e?5KqTFJ@dwGnslKWd1(
zIlKH_CMK5OQZca@{^tH?o+s=7AKm#&cJ@ET{Zn@K-;Mt_+5bp9eeLdlB0T%wl2re{
zv&G+p=ls(Ye<+@v>)(a{V@Kpa75+bPq*rtOcBcOaNBT>6j=yW3<A0)g_WzmN{NXUa
zW%#dd^ViPLtINKQ0`MQhz#YsiZ)@QW)`$PyH#K;+KU?|3Olt7#e-aJBua4^Z>bV?$
zbHm??{c|VjpQWs?hl_39+&#d5s2R+xVEQlom-qfR=Y6ef>S5~OZ2eDh{xRH?Jv|(3
zoh;qK|FEB;rH84-D<_!a&o2M%fxngXk1ee~JnCQigJ%{~WL9!^b2N2;XI55G1hc|3
zYsiB=+&o`TKL2AdvHsru`bTXgF#A7`OtZ6ca0m(gBj*|bK$KCib#exx0sxLq9&T#V
zVqhIzJuu7^00@8sKm%9-08?{!7e#d`4Z!OqD=7|ke`WfO|GI9z03d$<n`e|!0fYad
z|3?VT+{MiU0Dw?=<z~0AbT@y+;jh@i+r#BI{rnYUn%V!xK*-<N?Nz{6jQbl~|A`s?
z;Q14a{KgiJP8P2`zh!o@aJ2Z1hhA~Cm#5_`1}VJaNH1GU?^nF=iYXjC9c^Fn-7Cg)
zv@~@G03Z>6(>*NBZC)|UD@JtFP!oT}0ssIkqV?af+262-rO&IJ0D!o&i?5rlwT%au
z#+(++%FD|Gma+79u=Ma?R53NTH+8cBi#t2Im^%3a0Dt!RcP#+=Z{31lmCVJ;%f-dW
z#`LQGe_j9E!hdo7@4;`|{>gEr`iIRRuqXeb{Z;obnsX@tz;peoo8-S}W;p;rTLb`r
zyYd%}q8I=`2?qdLr~lR;?BD)k<Kf}L$IR^Q?agFsY0mUpq5r!6j|~6f{9l8=wa4_k
zy?^NrEMaM7>gnJC{;gE=*E!774eb8MEXMfXo%sK{;@`yjn;Z;kmR6RpQ|#-6srBk*
zwocZs=615M^{{nz0^2(MuPpq3S?zB!{Dyz}^((+Ae+FP0GXYSiF#({{NdP1U0sv%C
z_*w$-FS{wgX#swZJZ+MLKmGm{zn1@T|1URS((7NKyR9|&H(6Xw18nZ;=JgxDj)~tl
zC;&VF1%L^_0}unq0W<(c02_cCzz+}sNCM;l$^Z?3F2D$24zK|@0^9)JfB--!AQBJ<
zNCsp8asfqvazHhp4$uf_19Srh03(12zzkp!unO1&>;aAe=YSi)BLoBl3<MGc1_T}i
z2?QksJp>yB4}=heB!mKl8iX!{34}F-6ND#30K^-JIEYk;T!<2gYKRXI9S{Q$V-T|t
zUm><24k0cf9)KVqA`lZu1f&8o19^a=KzX1B&=6=1bOrhW!-0vwY+xy{7T5|L08RiG
zft$c%;57&ULI7cdNI{Gs9*{Ul8KeiY0=a>LK(U}qP${Sm)Cn2|&4V^UC!l*sXh;l5
zFeD=+Kcoz#CZsu}D`XI4JY+6p6=W;q5ac}M7UVhPGZYdOArw6nACxSV4wN;NH&i54
zCR7Df3)C>wBGew#4Ky?~HZ(OfH?$12F0>uAKXg2F0dzfdKlCj04)iq)3=AF&J&YiX
zGK?vV2TUYP4oodfAIu!g9?Tsq0xStE8>|$p9;_2=7;GkN4Qwy$9P9z?BOEFmB^)1|
zGMojRFI*B_Ib0{)G~6ECBRm>BHM}6a2D}}7D10`29sDr-8vGRk0s<KVFM=w9EkX!F
zHbMi!Cxk78dqi|ZIz(|q14K{6M8rzOe#EbcS4c=mR7fI7dPp8fiAdE*ACWeY?vOE%
znUH0XEs%qe^N?GS=aA1(;7}-0L{W@T{7^Dcnoy=uPEg@csZhmHO;LkT^H4ibmr$?K
zFwj`hl+hf~;?Zi*#?Zc_!=O{4OQKt#hohIFe?;HG0AY}0h+~*zyum2P7{=JcgvO-C
zl*P2ejKh47IfZ$Sg^tC6rG@2#m50@XwTTVFroxuRcEC=;Zp8kA{eVM+BZ^~*6N6KS
zGlz4FOMokaYl$0+TaUYl`+x_=lf<*fOTlZyTgQjQr^8pp_r@>8AI3i+z$D-&Feiv5
zXe3x61QOB_suB7VmJv=8UK0@$NfWsc<q&-&Iw8g;79qAHPABdqJ|w{)5hAfANhj$e
zIRayWMZpf>Z152HoRpAMhSZa^gmjAZk&K#5lPrv^o@|{Qo}7o=iaecsko=s2ghG)b
zfZ`p+3MCvR52X!d7Ud}AEfqDDHdPc=8`XDeTxwZrKk9eXYcxnS!ZfZlr8En)(6l_X
z_Ou1GGju>YPC6U9Ji2LmAUzkoEqwv~ECUn+FM|_9DZ>&YBBLmy7vnp|EhcOx1*R~j
zHl{OX3T8d#6y{OpXBJKt2bOY{RaSIXIo2@NPS#5{IyQ5*JhlaPBz7tGVD@(Q3l4e?
zOO8U0WljuEMb0SBLCz;GZZ0>jI<7-*3T_kbeC{P4Odb`Uc%DzZP`qNi!MxqP_k3J@
z9(;{_KlmB>?fGl?zY9<cSPGO2><E$xnhKT(ZVG{gOoWPsHib!rO@&K^w?)WBEJP|q
z4n%21?L=!u&%{{7+{9YMZpHb;1I7C#KoZgtu@X~~=#rX}xsn@FWKz~r@1)M9Ii>xj
z`(>bH<YiK1mSl-!&1I`)&*iw~0_BF}5#`n8bLF=c=oH)(Iu(J6a*An+Yf6+#PD*Xc
z0A*R_H05;_Y86+NE>&n%71cb|eKl6K0JTwd40U7m8uc3uF^wdRRZSXAPt8Fs6fFa-
zYOPys3GGzvO&w;PK%EI)d|g}Jc0Cw9Exii8Ykf)m4E;R=PJ>8;FNV~HK89mP_(l#!
zJ;o@;rp8SsP$t?YH737Il}$@cugzr5^3DE7Yi|J-SJLbchY&nC1cGHqa01NW?m<F;
z;10pvU4py22Z9B6cY?b^a0u@1622L-+0E|0_x|7SdG5f}^yyRGU8h>kRQ0Lf9BK<_
z$7%2A@ajbCZ0U08M(S?pap^_sZR&IBN9k`F@EF7z>>3IfCK?_Yi5R6CT^LImXB*#}
zD3}zR!kd0Dtu@0iGd62CCo*?1AF-ge@U>X7WVej5JhT$C`eF@bt!7<gg9ZLF)o)8-
z>tp-fj@vHD?$Tb~zT5%b!OWrGk;*Z^al=W-Da-kZv$k`q3$crb%lD6bAJbf+T(w+V
z-CntQyREqkyXSZydKh~Qcmh2mJx{$9yz0COz1_W6e1v`SeNlX^e82f|_@(+k@i+7z
z3}6UI2>21G6WALB42li94b~3s4FQG3hunwig${->hoywWhMR>?M({-BM50GJMXp4N
zM^!}wq64E(V>DuVVi{vo;}GL)<Cfyz#n&W|B!nm2CK@D8B=IK|Cle$GBwu{e`81ls
zn^KfYm>QIN{n_yIRGM&FRXSOEYzAzGUB-H*d}db`YgX<Tye~mt?y}9YmvW?Y+H+ZQ
zbMpxD!tx*I+vaZ-s1^(t3KrHB(G;Z>KPwI@c~oLsvR(S2bh1pWthJoAyr_b-BDoT?
zGO!A&%CYLO+Ms%=MyY0`_HAuz9Y<YdJ#Bq<193xABX(n06JnEh(|xm3^I3~U%kEeG
zuPdz@t+Q>4ZR71y?Sma+9o?Nmoo!uwUCrHG-3>kLJ+-~8z14lpeO3KT{gneu1C@i!
zgH=N;Lp8%}!*wH^BTb_`qhH4a$2!MF$NMHECPpUZCa1t*<V#aJQ=8K!(?>IQGdHvD
zb1-v(^Jw$23j_=4i<FDSOUz4+-vz(-FUu^?u4u39tXi+$u6eH`ug7k@*vQ?a-)z_t
z+8W+g*<RbR*tyyD-9z6?-ly2FIN&|#KU6$iJF+^uKMp>5ev*C4c-ngQ{%qmg^!(-`
z@bdX(&K2ub*R{g+#*O_g+->|F<z3wmu^)5yruX*{1OD$}oS<JulnR}wfB?UywXP20
zgGC|@3HgMWB@eEIKkO4}5EJ4<3F+UgpI`nCuv<bJ1VjWqn2dj&fABT@S)KtA^k83s
zSwV=P2U8E6WJUx%SZv@VJtEi-0=5HxtKcsK3E~9NHw0gSBLyE=I9*DxRb{24YX$!1
zMj@&Lc4HXYID+$JY%MHIbWI_?6X0+5;)5IEPf7kQ>4RtC*Liv-MEVEI4=mGPLesM%
z(m$Agf0Lh{4UzumlS}_eeuiHv{vQ<d;1l@O>~C86-)nua%>OL)?~8db)_<M<zq=TE
zNI(5iEo8Jnyc%?3??vCdm8F((G}SUU5tn`N(+Gl1L@PrJ8*?iF{eunvVDdkl0{dx1
z1!c{JMFqt*EdX@CIu4OePyxWm4172(<7jQ8Ybt7{XAYqM`FN;|t(FbMbp|dAX%u2;
z)BiO{82=h1f8dP$4m0-4s0K0rWm7vOtA%l)v;m&_*h_rJ5C1H(ho&nU_p~st3J37v
zr7x~v_wX!E_t1N>s#6oUV}=92SzhMHZm`)4xL*}Vp>V2UeSph40TYia<SZ4k@|2u9
zZ|YA|i-kpy44Ci28IBdkq9qzZy@sj{vbZGT-7{2gz9nK23XHm~5aJEgeyp`~#*RVr
zVf*rYNIi7y^CVih7D)A}?yK0t+a8WoN|7E{v1!@!f6v#4G5P<{Kg}<V(umN>n#-9P
zLXg$~4;qsGy%*k?flok;o<F+)TmaH<;F+&!W&_c(waP<>ORItB)KB$8^bY(>?+>&2
zpYq5Wn(A89@SB_H{NCK}HGuxA;bA`gvj!1e6FXfSLv79fqJoE2<ewG%C4wl}xnrpP
zU)00++dTaVRrjBU5IrOK>i<|n!9ysV%M6+r&Bs~dD{}0ewl2cRR7jAZR3y>|yUBE5
z&|%%--kqLFw#bpt$yZKLgPt2Ff%S~diQKnKfh2Y56l%3^Dj}JYHWEsepHgJz)Jd4s
z`K1Payoz3QCJup8PPu(fJMMy-kz64usj6QWi<ax_LbeusWTw=R&Us(oDznT=Q#^u_
z@ml+R%#O-|Q=h*?ZQ6wyF75~vIo)H4U=F&+`|i)wV?nWv&(xoVH`<-PT<V5T#V*D+
zKQ)VF8m45iRo8h+g+~3Z43_GCyOG;1Jjw|!W2I2OH>sV{(()bUn8va$&F*Np)1yKc
zTf=`3$A@M6pSo8TQILBtN6lwtsA=*r3jVz$fc{t#{u-S>*V+g78D!vr9n}y=o`8X-
z6@Y>M!IAfn27#FA6byB246IcU=~*C4@&EFN2m~-OG5^Q+ze<65A%84jS2E=NkbbED
zAFces_pkE5<oKh_pDq8Q5bj^~Kt5Sn*}(n}5af*r`2+$Oz&T*bzyNmJ{y9;=ZbFDc
zew!=5-E03`eSZ%1|9Y4|++P3LWk2hXHaFEY`+cVTxk51hygmOZ8Ca^{rtrhrKdOA_
z!C&R*1P%56@UVdU3&hAwXK8B=#(;#l+|>TMEJny^_@n&)Jo7-muie@oc%hJiu#cX^
zKl1qZuza}V{4Nk=Nd0w3dbkToXqxK&$2%84c>6<z1_YpCWCHgZJqsInyM&2N4YC;M
zTLYNEBZ?J~jt{a*LN-#E*ueKIO$!m-2RGu+<DYA&%|i`{bU%BB&rIJ0yr%>1UGRNP
z9>Bl|b_IiPW#CO5z{BN(Hvk|)f-hf}9>DmIuRx^y;IBPqzczr_0eWCA00m_4=T{ks
z`ZO5nDG?uv{y%j|&%(m`+cLI?V{9Yaag~(de6i5LLhQ}iGIti4*+cdOjhF;9O;Qh~
z1n+S;1v5Tx@)+t(`UesiL&P_h5jAqCij{$ZbgaE5Ks#;h<yq^z!Y*Nnu+K1=-KFUS
zNQ#Klv*u>}fXT73R4&tvzJ8bDgagoG|NJ8;cihcKu#>#Ac!f&?CrJ?}@b0f^Ox3E6
z`!89{`CQ1)Gj&-i>0ru9tCof*Mt9AfcCJVV9#J;)I$0snM+Qy}L20p#YOBZ>DRF!@
z?>JkX63>791B%^{aTH(S`dgJW8IRZXi&rwnjg_^w0;9$?8oP#%?1Eef--YY*GoO#_
zLUlg|hCV&lmMXTCZbCoZL|l2Vj#1=lS%S*Qv)XbNj>@oP%L;QN3N<cJd<6BRMZnze
z<?13*vxoX6LGthuEcza&;b7q<qHZ7Y63j1e6NFg$y)lh2GQTQPkmk2Mex>=G^DWBP
z%B4=O-Vb<l$kofNa94{_7}03{K0CwL(1*ZXzs0sx0JJ>;+($v;Mf_$TJOkbrlYFQy
zv<iJHnon*qQam=6m@XNf3)@8$Pq7G9AEg}OsK%gTexQHtE98B%WI65(>ndz}o*7|S
zz>vbU;4`v$M-+U`<bY)Qi4;$X_wlLWB+*^HWqB#w30fF;#s$0_t~g<VNA~-2)WIlR
z?-1FH7)CU4W+9Kq)1N&E?~+idHK9#BOmRB|4smyVFf$`7!Y_JQ7(MKUp{*LFv&TCK
zHt*Zx^^)J<AAJxo$7u~Id8V)cchP32dc`{9g!vuoG^!^vST@|aN7ah1Hj4Aj523wN
z0M`(P5(c%7`nvYcw3MAh%#FUVy&w;8JESsR%#$swBdXvl>&90M1D^>Cj)E?u`NyB&
ziTf9bo`ha;x*x*2z-j;p{4fuh(gZtkwMC&?9lYt60Sw(PR?td9@==7Vq!`3EJu0iz
zR*4enQCqU?NrPE^2GnW-0?}hYF5a+_=JdF%{to%_)Kacp+jH8R@Q+j;i~`4EeOa@a
za3r)JUw(>|5R-bYL#Ua&8)tvcgKjH~gI_C@Fk)cBzz<Ij>{9r^SR3wlG`^Ax`+-tk
zg1VIkelNa$0C&XB0n3`a>;gk@3A<qQ+mXwnFY1y^@BsrW;$j=yyHI~~lG2Em^iU_x
z$O*nB@I$#F1>}U8QJmh6C{bqK>Q?X>!CKx(IdSTevztzJA^V?E$B1UcZVpMF>V1t8
z(I1OXqR|POJ~Kg{9VF6e)(R`@QuID6t0tw2d3!cmI7&uI!bQ9nvk<`@iPE#OM$hKo
zvSxNAcU42$5viM?V^|`H6*N=ink%IFq5)cS)At2qnUA6<ZVI^ueSq!oMUG$R2zQy(
zHFQrKCIvabzIEV`(23R8MI<}i=QZy$%^%E>SvsKG#1K8nlIMphE)0er&N313G6^mC
zT%m8R!tFp*a7sLE!WX<qHlz4AsSFJy=y=_<*NpQ0gzr(Vq{&W4a-~sw(ymV3j~@r{
z`e<p&DCH)4kJFyR)J=aTizsdx3SGWq^Rzdn{fM{dy|NlkkKeeX?<}=}k^`tu?>S7~
z&Elp{+<(b%!*X^X!DYfJM87HJ{$uqAm9iH$%i@&yMO$^rD<=u|r#D-C@nOY6Ee&jo
z-{<QIH4<SgJjj+l8nxJGPDm*!S&BO<ZH-4#DoEBDEqfnztOO$N!Cdk5^bI`E*DxF_
zE5>DDr)GHdQFf+#9G$XfGPB+LvStcbuCyB?;|ZdgQ=#NaEjR7j_E<I!g7U?yHn-<(
zT}(O?DBr#(4#|%B8neH*-a=(0giZ`47T22SO>4*jXW+Rl<{G1y8HB<enM%y(A4QRI
z_qAuKMv3sY>a}4fQa5(wS}u>NHdGaoZXUB)He0Bggs6`ZsK~;9pJEkUL0ic<odiCY
z<9p{FY8B&4nS-#2Jv9D_HYJV22Pt{2=2pDHHMDE3zihhUjZgCUlT#rSCnm|VB&zq?
ziQi-KisJPu)?N}!<@q2vdtC??3~!cqv22O|ASD{SRo8qq9cuT<Wn3~WOXH>GNi^P&
zTAWz9;&4opDy9z5A+FPY@JN-mGGJt<gUf<uAomQ$c;u8T{*Aqt@8qUlv0v1Hfiz}>
ze-7-j@uZsPib~oMZlkg}Leb&(X&qR$e$#4OT|IUuFoMF?sOJf1U5J9-mU^?b4J)>%
z_3VW%Yen$)$n@3{CPzT&_x4Oa67KI-nT{fQT3_l~=B)kb#k_^DD;3dIkqkBiguCM3
zwhya5{>qDxr+I>*+L3f97<&?rr!lNdb*aS_XI)VDj1yWB>bj@c&-&JjKrHm^DZK1>
z&-=o(+n0lTcIxi|Zv}I|GQ4>~{qA}@y|oIya8#ubPa>W>r)%!IF{>lqHA$S{aMB+d
zFJg(%niIMLHbhBniK5Dx?F>Qm;7w2W75}KE6n({9wl--q{Bre#NYOgV9jVfoP>u3i
zHqjfL<#njqdOrIhrPUEtzQqq_^C!Mi(8rO)(|}IlaR<d`gzW~;7_t<j#eAb-z6Web
zqx?|nPd5vsppwt(Ay%fTzW#z5yr7u0x2TE*k_eDnw=taloYXMRolJ`_glbL4-94;H
z8CSPKg9xil7v~|8h=)_yV##MS<YT#w#}E=%Z5K5bq#-|@NvW8IOW^-0x`Xab4juv}
zBPwy+dMj0=?=?&OiivdrW0w|abh&7GcNd=UTcyl9A2sb`OS~O_j>rTqVmi`#PRZd6
z0$r9h{TB<LB0fI3Nofd}R_P_zGjCN7ZbUXri>v0~ah6-ii^<<twT)wh866#tiq@Gx
zC)Q|S<Y6LX(tAt6kHY$eDor6~n47fX9Rd?&n$O!Dc?5BJ{*~x(HH0;aw9>bEiRsD{
zf=ucma&i;tZ>i+?#6xiX2<;+1%Ld84dnOtj8K9DjOBsKaA((ZE6d(4%Y}+hnoz%`=
z5VU?wX~&|ljpN+vZQ~Ttw-pQT;g|vsdSYxH>oD!)j;4K5Rq%CshtzBV|B-!0=MeKI
zI!2Hm<<5k6cFk9=Vs^sO8LBaA8LG(aNp?4#L*&qNF`9W-N9%9Z&5x&7nUA1j3Z}Dl
z7K`D{psfVRSV(G!qmsCN&FxtnF84v|+){u}T)Jt6i9JQ~g}15uMxFaBDznO?j=~vV
zd<f^g!VHRvLBlWg+!ziflRnL*aa3AN)V)A2#$2YFf9`8r<d|~EE?i!o-z&8?dM9Cy
zIv&w!!M6dlw%1_%1`U&WlxiOwE>x=PQKI<m>eVw2pBf3pT`cft2fOem!;#8{w8WYn
zE=}ybMhCtD#}^?%9T~^E(+v}blaq)ibG;^8_+{#`?wm-Lm+BoW)pStxXxMVtatP?p
zg3(9=hn7E6d=yBa+0i}T{oEb6tJ8?LTRrVIEFT2BRkS8CG7?3U5oc$Ur6XD4JfK2B
zoAtVgq)mX@T2)i(ad%YKBQM1uf)BxZofOjUyuOJVk!Ho^DYU5*8tVF7D%^cD8YnSq
zcWddAxaMM2q#H}_mB=`Zlg?j>+Z=~8)lU}O1X0Uy04OG0E!{z(?YJ=Xn6IB7AuP_c
zSDn{sPp-UY+gbHKBAH0nNN_&O>`@SZmjQQU$2s-wVkwkcnF)B2VBXb!4?6te2PJaQ
zR(5}JzYuC~>*Hu{2<LsZ5N9qz#gh>#HPCmldaBUdKF4&j^2!&zu;rd?B|NzPvg00Z
z7h%-r-<H9H;rZWK2LF>0`(Paa0W=^s762>QHN`^D`pYz6{L?G|XZ~&#JRJUM6o5<q
z4@Loqo&k|g+|b$@?38&hasez%V2eTV595M~0etZ53qROMcyOftWkvnBMgjxaNcihf
zod4i0L;S;C1_GNmKp^9v&NCnzEA#J0gNw6^>_p}L%uO;wasNuc4t?0WNVYZ-22tPe
z@F)Bvk(kGig5!A~>$QkHMgZ>(0^HLdQ~5u6p|}|Kw&EFD;X5*SOd_W3Gbt6M$;tG|
z#91wLv7!ov5vqi%!jF2Mhxz9Vu1;>vJgz)LJ?zG*jo<7KD!-{a?=_+#@IGpJgzxTk
zUFUnt|Gr2p=m=y#Qdy{WbRo74)qV6PzdlQH{^IU2gDc$UCIicFa^H-&xx<k^TRwts
zZZz6D3tBl&sDDH-8(UFbb$7hT#Q~+4(%K&&25c)E#At(+WJn|ZW~UKnaDY<KtZTTD
zK6!c55%s>)&UD9C%~yqnz<nezVYF=0c-EY#W|hoE_|AJp?GtsqlzBq|iu^)ldSia;
zm@k`rd(fv=C=nS0^2{S{5omwH7g+|vyR6jO$*!J-*<F;DKHrrtX?n;oPNRxjP&6>e
zpQAFk`_YwjZ~-4*cwysxhtl$RSMrr0p3fl~p@ndDWNLd#v<BDpkz{8Id3C#;_SO6$
zl}iBLZ3_AO$8l-51O|RlbHZrBT#xalo{9pW>tW(ov~oDOg|g2fU3``72`Qy3m7|{X
zJd5Fjk!@EG{^X-t<F!aeFt+dIyabTyc-FxVfbQf)MQ&dR_z2Gp-x{{0G)~D2d$qOX
zVf+D;Q!sfhKfdloiYLX$m|l^z1C&Z4l(pvb0uQ1oWOFp6T%1sZY;Bfy33tRuVtm_e
z_b8pm38HTOJK8c@2VY%q-M^JK?-H$UoN)MDjT}#*YSZx{a!T5)qB%-YVD018vYiX=
zvJGc&uZ+Bm)8s(<F7JTu3hU<4JbG4o1|-BQSyK>UkMKvO`GI0PYHLGy!5rMSz?@N)
z|AE8XLJ*~ek2Sc;@rCcwD=ku5D+DExePXvPrx~Fzi!dwaT8$HLH@v+)pVt*qEVsDl
zZFEcGto%<3n%&2v@<quV!*9c%j-YY9X<lNwExi49>%SC)@}@ad?b!_hK{#SutFmHP
z)gAh2oBAc`E$k1(djx%d5wZx<RRoNe0;^aPqo9gVyAim}ur0}&z8dEmoGXM|*&ld6
z#D8#oXV%QGlOyD+f8}I;N<LDpHPp4hzX;O0<Idp=S_oD@(sqDa=$u*fL0v-acPshP
zqeE1Sp`s*eMt%{I8m`c-vWmG&N^yb9o*=K8|H%esX6u;~T_dUrkLQKdHPM~>j|A62
zggIQZm(|J6o=BGH`xF=C>Z>1bSzS3bx`tM?S?PUR8PoWtNI73MkR;2;<j%;d<%LaD
z=dc*Lf+9JNZzu%g1O-N1Pt}l}MwKhtR}M+8@6-vrSccP^1w;In7zli1mx*1+>!ZiR
zmFc5YC5ixhtIx_3ZrwQriAW_QH%j29;PQm#p({L@hvjD^SVjj<CF*bvpilKr37vvb
zGS=+|`(SF0=AN1nv81Z_e%xH2w8S4NyRfLQeKj{bhp?}0hATWUsDGG$S$W%bE8$9a
zA8V0oL9-x<NC)rLs?w_Ty&y18TFx-fWnv;vEsrNhZaZMx>Fn8A@x*=Z)=NVY9HzLX
zh9GuJ6usg3@!n$cw)hAM2cYH<G%E@+EA<b|-dc*#poo|ZGs^KEa)!*e>jM4<WN?~~
z9bqQ(Dg2~jUU&kp2nm-pzTmW(iy&DZbJXg#;*UcQePEmsLLKqaq1w&TwW0kO41J6~
z4f7(cSp)7O!npgbgYVO*pl<O@?*cy!8T@a&%=}8bqP>_j349XJMvqudOf5)n+k&FC
zD!8A2OlCP`(E>wlL9?b0wfe0ZUIxOK%HYnk1`8G9>hANpEk1d@&9uU)5_U2YfUc9f
z4ZllD6?{pWM|rEvitOeU)e3c*lZz`VDadizb;Z;9R?CsK%_8<IZL+=C2fV@fuwgNj
z6%Ob6$NF_B+M>jR+fMOtrWTk&jm}zWQ`)5}+TXg^zi;^81qPF9M5rgDqYFlV-Emk%
zK8P%2Ma{ljadrKMZR*8$>CGzgjI#X-_`2X(6+*pFW2>YOi`>e{4E}ei(@mbwEITD|
zK}$53PnrOD1o-5^K3e1U7~2a^#0<kZp2m=1*I5keX%nO-ZuYz_SbJ8npv{_!x-!Qa
zV!4cXNlEZ3da6`7sN^H^q)d>Vy89@H#S?SVyZA9*DGr<;!FSA&q80eFQKettfJVsa
z63t#bX_eZ6>e?V$*@#-jZ#Wig6`DwxX(^}Q;dlL{gA3&5=!O>(1if>0o;o60(y$7I
zgrj7&zCiFP9qH4GGJvzk{T7eAezCm0<{8vuHQwrdhwFhQ4TqUtF6CDZwHhc?>(bky
z8%0O;NtQmXCda~s??+8TsmENhNi!Yw7)R%;T87av)m#a``B*LSs`xiiBcCNl4VjE$
zTCAg6ri{$RgRqV(y&Y2RuTMG8_f0#3Cr{{=`7!h+R4Fhcm9aou{G!iEaqi6{tyHDC
z$wdWopY|SizMW8~Jk^U)2n=^DPXvC{k71$k@r^lsN7^VZiVxg70`TV9z0Qr~&wP`I
zGEtyDDl;$bGjT?`Mb#LySJzNFoGsR>gYkvm&RpR|sU-1R&zXF>?TpW$&(dk&Z64e1
ztwJq4@0x<`$*T8v1z)zQ;<_;V@$p~A1T`QDEPcYGhrvS6kxfL%r4lg8dY<cb23z&^
zqc)uLzQ2D-3F&9^ld4Mf5v*lpuL5N2N3(^9)8B~fT}}dHRH%}eQ#H1io$?3?F`W0d
zreFKO>N9=P*w!5SfVRW?dLYkmEBEV{1KwAY%py~G^H?T`5#m#s?M|&u*asT*)ro5r
zsx&?o3%LuVTng1o!<pyaAI{HGER6Cv(eORTjdHU~dv*|F>KndJ=2dW0pY}I3EmDdN
zB8eS$o(HVgXx;>W5#%>#<r#4;dM8S`{92CVCRrC@teXRx@FfXN<ohTxx^qJe=L$*B
zls8fDpB4l7WOI;(GhbyEnrxxdX<a>ifl(${JbuFV8P35^QZ0Tgv0F+vAQf7So`-G2
zNRc}c1?F+uoa*|^?Y9In<CcNP+{EU)+wh+@_b^Cx47hWIXRBc8dWBD%IZfQFg>)4C
z>C%wP6PFJ#UfcNafdiKXDtuy|hQ?<0Ym(v%i4A^LY1r&>_AuR+;m2F7eGz3KR-|qv
z<v;a<&(gV}q3Wv&hp~E;?EF|{iK*!djQP>A=teI_?t3d;%#HK_EL+RBl<aHR8{X4m
zQQYnN-^1QoZdalCN#yFF<&u$9y$j><Vh`Kk0HIf|bG|3BOH9K$M}D2AyP4kNa}Y)6
z(9Fy65!LVdm|J<4wK!YYo=*uG_H#-KUa{=h*ytEufT`kUjG+0@qj^#La~rwpU=#xq
zyAS!)vev?A9Hri>-h*#7jZ)+0xbr2+s#*Gt@z9Pkt(>)G;xUw`>6xbD0(8ZpYp^3?
zRGnz!8bx=JjS$$K;*FwTesh0X!biCl^K|W_l(&0i_Va;PB^3NCj_Hwp3PdHP3X%cp
zurV)P&g90)sn~E-#a|0gc<tCfw^>GT_k_QyvGUlaFU7n-#L^8uB;c;Se4Njzq>Oy;
zYo2jdNKQvON<cCeD45t~qx~`@8_7xTWudQ+4b58&^}g-QX0c2J)|v|pLqwtd;s8cC
zZXygrqOm4HWuGlEOv7<M4Ue6<vl^}HHm$jp*Zj0!$3#MEs5Q3|rn+=R<`F0nsE$lw
zzD$>6pKxFyAXvw~bS3zb7kxYFR{G`EI#JXCcDubnZbL_2YvJkY(Rt?zq6Q*Nc$^3}
zRV}u^VxSANRuMm89rn0MfjQ|YqGHGpbF{L@S|P<%ays=`CbC%3o2JM1Nf=etml~Ts
z-nDyEu5eW|g%y3uF^8XeY{-p1d2vNs#C<))NO4niW;jyvGo_Pv8Vfvr`Yp7Q{_Y!v
zi2Q6#=T7|$PBpDjTuLlnT!k0|N1UylcC74lZF;`-8)JLn4f<T;t#nIiIb-`BH{$3a
zswh16xFRh!>a6E|Xe><?6#&#1J}a4lSz=k!gbFlU>XZX!8q-Z$w$3VN{f08x;;6C(
zn+9r$ES1)Vv;Cd->amdvq)bHyrpC=xwjE5;8_RAvNfqgLd7&}$d(<<tnW4JUEP;cD
z;oB<pq^aYqGI=Tu4$0$n1>!~;b!8t1FtG41?rY5zGStT`aJZ2#Hat!^KUOVA<O4fg
zZtF9TfnkP|zH1@(8PfNt{k4K7_k%mx!`)nu$@p6c@mGnqaSDB`yq#+nqg5#s{O9i8
zhY1q54|wyDAby(TDj^C;cQ9o&clrKE>~tsC=Vh-s41ysv23+GMNpF2{`)c($`K;nu
zwXe7yjJ-h3XV#QW973NnZ25h5fGS7z(}tz>N#Y^iCU{5oV;@y~Tr93N*C@prs99>^
zBP&jxjSrSE`U1t))^e&;DgN<Oc_pBQ!8{8)Gfkh+{8fTL{{V(1kKqABR@<6k8p72n
zdTQ(H3*)GG*J{6x=+?G5G6`h)=oxouyXq}qwwDXZWK^eXVVZ@CPl|E78FRYQT+S<x
zy<VC1SfA3DCdG+j(D<=xZCL_{$9S}_l9!1%yXW)$@7yOm_rwv5195j)aFO7sE9S6X
zBU{?1bsR`5&rTjBd2g7$h(m@E!3wD(lG&M#96bAw2j`ay=l2EjU%B~p4YP(uu?$A{
zxVCb*qtL@tWEM1_9Yd*EvE&}v-A_xfl$;DrLrf$%i{3B3_YE&WFSLYI3Eld1C&XvX
zuQukrpP<y$zH5C($q67X-$vJ@xvk@onr0!9xPDj|%wtoNrzqBjs=itQHXV=C5Lucq
zftF@~Q)H)TCBG(dx3<o>kB?<8hcIskp4{sucfoFrxSG5P9o7JG%SH(CwDvw5M*YC?
zg@Q{&qf=z{%fSfzm}iq1+-HI-kc+thw|fKpl}E{jt-ZI<bwt{Jm@hK(q|&t&Yj~<i
zO*sZaJ#|FM6e4xmrr7Blkv1yVAWqDyARDw!fE!dT^c7&w_gln426&6)xDnxp`6=3o
z;Wg(xYE<}zU&uS3_lg5kDJ6lW8?9(=`9t<E(uYR$0oZTcFwV2I_KRFKzRcR7?Yuhe
zs^Cc8uae!|#LNtE@#Sx{2(~O4CT}Axh&25!5b5l0mNBa%9FR=9(Zf;WS>V~=Nthf>
zx+Y3GijvEpY473Q*@hriy<Gl;Byhot<dtcLN~?=#j@FZ#_UkvA(A>^3vPj(Z(O63|
zoC;3LqA_FQV0D*<+KTK%Fazd;RT@oe#OH*}dF#-($VjvC4Y5b@p1x4?-{cp>d0B@A
zA!s8${<JV7Srtu)0mRB^BcA@x1S=>Y1dtAcPJ`&VH4DyykqYy75*&Y(uFeN0MCfP!
zISOcCA}rYG8IDf;ieJdP0H7n-?GHYnhJTJu|567=%H995AQm8<mk&%Hp~Lu7yhj5Q
zUO^Afa5Q3Ketz#v0EwW8Klp$W9swQWB?%1iOMXFbe|RZAe}6P|@PRB^Iz4xOIIb2v
zx`00}e|xwmn4rD%MFV95z{K01xb90Bhw>33f9T6q3jR>4@C<miKnTg>{h32nw@`@d
zl|EY_pd3~K6`%=+&f!1B*N#Fp#n;g&PYg1FM<*8aMnjiId-&iN6yXCOK|W4jrsJSD
z`ftjifyo;|x|dGag2l@<U}=_9?R(vv3^oTcMZJQk=XtHLnusJQT?h$eF2#ql5Aikq
zTFu>6u$rE|#cG0eLF~H5T0k~KMyMBiht2#H%2os^oIRrI)gGS{lxSgQDBz<%RtDxO
zs6kXMd!c9{!<CO_R|+*ZS5z*0rf4R^iH~$w3OP4N_Io-kX{eTgM}5qOlZz|l=WV$A
zVr1E9I_-i$gAy(E@z46!HMho8tw`b;!o|*4BkQe2ePShEHDGL!P^9Is8b+QqQSNJt
zkaFK+1;4Z3<I%PE`-nM@ZbdO@wfg8-M&zRiN4Oau6(5yguRt%q6}4k6#Ue?VsH`J=
zPuMD7q$1{r^6&edT9e(-<GgmK&03FWjJr}pYP>Yvpvpw1H2ik2O5D=w`Nht?Qcb<O
zxe03Z!w(SZ!?ceimv^U2ZUAL!n)aZw^%6INvMbH|q<uu_1ZcAqK77musGEVy-4bWo
zzyZX1>u{J>*B4QP9lm8HjDCz?EmxHgWc3=rzdyzGd^*0QK3decWe7GU2OudW$*YyT
zBkaRX2oUFth?;BLcb?Bi`=QVHx~{8U+FRI;gqnZ7m;EBGp-ZZ!m9S_S<f!`M8iTX_
zlKUdGfM#E~ls2+*@vg)<`KGABAGZ8Ju(6s#+<U%S1pPWVd3Rxn*1~>+(7xD4W7*7h
z$c{x{({<{j&kdRkre|gVcln}P81`U`x{lBMSlP?KK&Jhj`Lfvq+87kjO>3q@BdMcb
zJj`d{!nI<BxtYB8)n#%dJgBdBdu-cu`)WIPyT_>5DVSa0Q&E-CYdk6K@l7W75TT6G
zL%ckw5GD-#Na$Swf4M9dRH>ug9%{pgGV+^sK8xI!c!+Vl6bboRmB=!prUn-1<FwKI
z`gjfK=}Am<Bo5h;;aSg&@Uwl%V2oaEPwl=J{mh(Ml)5-B+^xpfk32H_>Iq)bOOnnq
z=GrO0S?<S4`!>jrhzG^(VZD}03Tf@5RldZF8Rs>vjYK-YHq{brkdFzVjx#g**k!{B
z_`F6JL!I<B(@V95%L%~C%ZJU0DE%<@Xz`8sM7a|8q8zqh=}I83Q#pD^%Mfm$;TO;L
zc3{doT`g82OSTuSQiE-{y<1P0WL90+y<T=<l6|v(mshkMMe>FWX(|4t^=qWTD84X0
z6S>r(Y!OG&(e_M{C<SS(J}D}zdMT2jLVvWmZ<N@z0i%i(_xRwSwd(e^eu)`f#d;hP
z%t5O?KonD|m+@{%qhTf+R^<LtZbw~DqgSP2Vo!u7tuQ~1l^_4vTj|9*xd6${rdXe#
zSm448k@A{pF=F9~yy(XjjUTbgaY{!H=5j9@ROhG0FUscBv5DxyiqEU$VQ%{R5~*kn
zjQeV<5__An%IM{lFpcvYmQ@0&6)o9}^F1r&zRpm^^~F@>al|ivV>vVYU{rD($a;`1
z%6|I&SsXd*1eu+<CJGmDdPQ-Ay#;z2M%3ej$N|`d0+gmV1U4Ybd!GbjKcD9DBMBtf
zA#+xR>n;+E@SoN@ki})90jA9idn;8EOSUzTty2-#p3Qcdkk&_Q!O7aoen)Mxr}n<M
ziYz%+Dc(1)moHSVjO3Dsk$*hyYlUwlfT^EGX2iriA&uSMV42}akiB|lSUC|f1$YMg
z9$|DKQ9Jh$!e<y=!j!u43WbUMFS|Lz^QnpIQ;xU_hi4)Vp&7=lSG|r2MO!bTItJ<H
z@2)VH35K$R{baa&ruf|u_@562T2CkY1(+($9#_Sj>Yc5h#pVF*?@{_~4nBw(vbw>+
z&3nXT__pZSqlJVRm7b@-XJ=6(Uz7;~(4H2M1UCLyn9>>F+<00~FSYYF>w13#Dqy47
zyT+mcSYm`#K?Nm+s6dI9#rL!k*Au3}k|oPG*O@XPZya5jmfWjFm~A-siUKNIh*Xf$
z-v5$UjK3W!)ZO8WN#-v7QF&RyE8X{@hDWctJ8>NPiL9S-1Bcs`0`NJhkq((eZUI53
zl3EPhnrIb3g-LY*^OiAWVaGYcQ#v$%v@`|o;t|9rr^>AUprGZWY$ay+mU_nk)FaM=
zaY6uxC>?Vc4NKgB4*Q3dHQiJu)VNSOcfGK#0%^(kcqQrft8{WAN8{&dFkOxZRojZ|
zLuT4|SWt&f<A6`meMskQ=h-MV3riZ-1hxdWMB)>&byQ<iV;k%*)(-4<*X=V6Wpgof
z^505lpTvZ|)z{4<8;jWLf464B?MmxbzXJNEZ5WnyATj%?sFb%Zo;E8?QsYw-=%dOt
z$5x`vIwiC5TT6EAvoAL2BrWp_P~8Sb>+hbafCM)&@1i%wO*EElcTUb^>9m_%h08v3
z>6J&Y%d$<FvXd314F*?hNMCcElz;DQXXxwe)eCHU&yAtzN-*%kKwVw0DjLID>T`nQ
z^UN;Twsq+*0#lj5X^Plmyi(cW_=qI2l~D9unUUU3GB(j2tGXQOgp$R^mcYYoHr6J0
z#&3g0>`#lP&@zd$x_rsR6R}A8l9G}FrWr=0=}UE%y|us_S8qQtfy#4+W3}XR<r>}&
z><nFZEXeR6tBw<yD5nRw?vf-bEZ$ko^rvqo7&5;UY;FoOSUjL^b{UM>Q&<c?Kf+Jt
ztj=-M?9c~8BEDtNCU?LIl}2fx#xaw)QbKGbHZ{hZ|H?(PTd}`^0)JC@z{YK1WFl{s
zy(htOwzS=i>0CCj!tC#)=B?9v%?=%bY>%JwmDdEFUpI<_jVFPO;e_nK0^x~xlcZoX
z|GmHpmKJk!n>qXzoaNI~=A$X6i~0S%eXf0+IZtPij|H?*I$vN-x^|7bK^E(wp&b@3
zz;G7SB(akuOz2jkUE3?5X6I}1_-G~Ukid1X_0`u&g*iYoF57^;<mcJL>HO#B_eS{K
zEgWRlWa!A$dTLF29lHUQ``F)@2I8AoDcP6n&ewLr=4>WrcZh<2Y$+7KX?~f+DHdzG
zTX)?V9aa<CM`vhc{Jh@q<~Bsk+|4p;XZQ<FMmA6Dm3QY_{%{dHu*J_RSDilE=uF}x
z@8aiXp?kPSqbXk5hLEA<a^x}O6J!qLA$)Zv1BCtcQz|dzVbbU0pTFThML$kX?mdzZ
zU17`HKu-2JW`E!3%hx95!X{G2=ar^=;JW1a<WUOpIimfJe<-r|n|A9VBqNDWMpW55
zlvxrhP*#))Mg7|=eH{z~43=i)0cxS&bu(*&6NaVpriP{KlyGsD%rWi<bm&9s%u;@6
z-Mza@x<);H-2Um=0DcQDqX$+(kaUBd7Maa_H?7l3?%hpBc80V6{nLw#as^lPk8yh8
zLm8r*mM0@CWbhn7T7Rq1PKqtD*AubN2mO%4@LyCk=#MM+_dE-mHlEh`Y9aWPy~4A@
zBy?DPT8~jNM9AxnzHT!DIc8Cc$*WWT3n%p>+Bm)!X(u{fDsjab?Cbt@g!1byqVg)G
zIy5D{@`HH9L*4S_(=_Wrj2f?Tb_6AK(q9@=PwUVhlcCQa<$UV4(~`8sf7Sj<<*9LZ
zS_ZGq6pAyj;X?r~U<^Yul5NA%Mw;|%YgUdRQa^n1$;A5FdW~U-fwI-02DV0Hi_~3@
zfx=mPIzKO}T$=qLIm+F3g1B+9d1KSsC9{*(Do>|+?IGYh$A0J!PT1A!Q<zWo=Cch~
zc&K;m*VWBy!jjGP2SsrU;Gei6ph*d8GJvBah$YwfRPnZ4>EyF@c8SbMg{A$myJhp0
z#qsAWkuu^p@dia0-)7E7Gy;SRx4kT$eCL$nc%3fR`nls>ya$=p9`N~GiVNx)(96*-
z+Bl$qD=);5jnjDY?10!Cs2yT?a>e?(jGm10vBU<`^RDev!PLYxRy|9-l%$z}07BHV
zRHh6lKj^-`h<E{hE!vEH^sm|P)G7ksB$R!42Bl40no^z=$nr*V2ano|#h)<DrzzCc
zarI(^Cw%UH>gq=~=8m3PRc5}WJkDbHh~grLmG)`5#=Y|?BSIw2s`{wi;cgGjMe)4T
z#h0_qtin>v)|l4WaKwY|xcM*hTJu`7D5$yWV?PpaY)3benZ=R{hnQCttxfX1<z{A|
zgs>}_R+G=}u`$N=VT@0=wzYcAq*@k}AgpDgG}=_b>%dE7a7_p5*kMtt>hnsh_t*&&
z6@z+(#7ax;JOaiO{6!@!u~v*?Xu?WYw^+xrJ8KUqDde)AWkytBxfLhIkDJ*-4IaQZ
zW-L|~eNV<wCrd}hguQ#JcIe=48Ec?t%%T|-_<6YzqdZl(Y<AbOE%A+>a8q(kw$LIc
z_MO_PU0Ey^W?NBJ>*h@^kNRCkYV$(96N~Kt&&S9)@%0GZ)gOBbzDDvUw<Oncr%^Jf
zOSEwNZE6zv7LNouXNuy2%6v@b8J#&6i*T&=vd*`vKAQ%JQ&dXYnA&l@<_ssP8BlWI
z6tB`r5DXb>78W1x2hL<_O;WQtdijZ@JU(SCfAd)MH5%pMP~qL^rSC{#4?OMAK;O`l
zlEvQh9Mx$;z7wm_<lV22%*#s<+RcjL6!uypDY3XZHZB|wGPZ`Q=LigYsFgTRCVeDB
z8pO+ZYD#skJ<H0nkY&yh;6`2O-bmhBEfzKg8ClQYis_T%(pYOuH#*;I1w|BoLK+c9
z$p{m%cvqAVEtLdPXjCp&ZWb+<YVK(o$&#CvqYav0?q$~JD3d8?U>u8DKM9#}6jeB3
zIW#7m&%Ft`>G<}vIItO8(qD*HoD`HAKA)RqR=^d6p(WNQV@T6a^SaWuha}-jkp3h<
zRV5{$Eu(5x)qUEvPjx$%B=pN$ZN$!Dkc3-tXuOS?nn&muXz{RM*44utm=TbQT>d^<
z<Jkqe4SH2UY{+ZWXv!lIOH6vGYDZ4k7mUx%_yWPtBvDeP!*FHkJO+cNF$q^6+{oBm
zlzTzj|3JiXPcI$0m>V*2*vbe)WqMJNSwtuF@}#Okq{!*!)o9g+PGR%t*Nt2K8W|eG
z%_&kYk8XNgtzGG^k>EZ-1D1wyp5Y+%!!#%%#`P7RYoY0+sZRl(B6zA8px1eiJ#OY}
zspVxGe!s6ar{ebkzJ`yvZEEs>qUoq4_yy0*5q7|ywc~Rn(msWy&;odtVf%2C?=1>U
zo7D_jFHTl2DREyR^;kIuu**e}WzI^|S&B<0MVvKVrYUiZD6KTiRZls_9564UCSQEn
zZ=u;U&MmG#rHUc$_+mA4o0lB@*&4YqWdHr1Ok>_?^ZVN(kue6OuB0wJ`n8st<#&$n
zn7Na;IzA=nGZ^ZHlxe&MCI-?;keg`Wzr9ysPfg*D#qtQQB}*2>T6b7ww5}Dl3%In%
zeCB-EQW2)GgIrhI|6cKn#cO%ix4~}^l&Z*dgD(uNDyDrut2C=g&O2eWZBpY~E`opI
z`dy&P@DF?J4;8e%N3TnwQ1>zin_3nOH+BcpLj$GyGyzK7bN#nuXl@*Xui1j130j8&
zZVK2e=337`cw7n*C#Oop!uhSxL5BzQl~Fg=fXZp2nBhDJ{CQDVg0+;C63X^VYqwMV
z`3PCGk|*>omR3*mEe1}+DN_7z79t&V$f=UsC|{3LCuxonA>D3wr-{&P^ai>{lH}EH
zNiy-+I_zigIIN9c56%c#t+h+iizVjK7SduwZNBK_veK~VI~nOFOrjO1wlp#_YONls
zFK4C^dz&Q3#db|Cme!`h>}Zx&Oj1r*NDtSTM$q^b;huKLh#rOpx9S~XEXu5S=*}n9
zQMj|>z+!e+>ZTReT=rbH1Q+@>F}dT+RZ+?~McUE{R?lmc#_N}20fp^f3(+UznUSg!
zs#xun>}FtJ-<T?A(7!Fx>by`Y=;(Y2-DjzXMLnlO%S-^^+_ZQ~vrZB&g{2eim2S!^
z4+o!eSt3%FkI+X-)Xh@j{Z&Svq*FF-M%(ravz$wL)v`3&r3q^b8T;VLrLsFG5lLKF
zQC^@fc`SVYVSsJSix+q0mQre6;ycB;8p-?x9zzS9&+iyYk(*D^x#XsX9ftPX!Uhid
z@3+L-g)NeJ%k0XqKR-6z5S~>c4!JdW)IJqwB`&?yHY5BL)xX~RQ=Qk0m#;{kkT&Vq
z7NcB95v_KdX0wsowsGCJvxCjht!7y_O<-oisI<;$BG$A4Ept{wxD|<ym{dWORFOpn
zAzP!&WKwXflXg%99^tcAZWLCvj?C`#*Tq}XE(wHDm>V7qtoE6ds?6W9c61ltypeVG
z=xF5@ITU>cm&BDIYIGQW8(kxH!thMTM$cquiQyelhzSteIC(4JIY!NgMnb(8f(0mS
zv&#G74DT*m47Wa<D6l<=4WrN(LZb4(c=qKfq7uef+|gkUg#_2yQqH4CNEX!Xy?env
z*OhgYy~aM-s#nSAoP&CD<)aN!Le$TdGK3~M&0g=W^<D%5U@v(edA%?@3yS9Tzp-!i
zRXx5TD*?d`W|;6tB}nGT*<E8>zT>PVzupihY`;DSmgWfQ?8i>#p4`saS{GALztXY$
z@k(;Hegit4*kjXpq>aV&lSFKhnubzs<W*}U?tH3TdOhCcQ}@^o>+&Mi$w}iaSW^)W
z|JhE-N>7#9bhYBWj;9_nxqM4(n6ujD6oY&Wq@OVkGxIZyP8pajlqK~*2jkIk9l}eh
zCS8>;Smu)5)84#$5{K=f6MW*}%e*L-Jc8NYb3pELy8A8eu&H>lt@K`~4OaIq!aCly
zW@Z?fUj!E`6fw0E=hGQKogRG7Q$Lxg6Lj2(C&{;qhLHyK6bnUVooI@1pPk_KeN*2N
zxf2MoXsZ}}{218#g>F5NsUuX&9J_E*mLsphDWGr2aJXvKq<cE$B-$w3$<H;_D3v?f
zno*yk3!d$Y?M(5If6$LDkARJ-u!dj}yvOP})0QtYX1ZISC@~<9#O9?Cq*uNe6T5!0
zGn`B|q7UjjA*+ZNCC4M@H`bBK>x)bAb^K(Q31c50U(JGaAzBkNgaCaR)00i3ubSfT
zbR#uRrvQi{*1Zn8JAQ+MvvCu43I5qovgX<5uR|Uh$2gbTt_uhKKeVSeJtHq=JGt}y
zU+LD&qAtbm^&hXdYzmVRaN5P8#-WC#JQ_}+er%Ep@X(P&RH5GO4fKF>V6-eveFKb%
zJPjfHhHkdAv<!!6l+vIz5jDLvg1PlWDJm{FD5aYsRk4(W&dKv){={Y_nJomVD96cw
zL<EPEyU65v5-vS@l9S!sWT4YecyKv>-i!PS5SoBo)rVqR#^soz7vLLq_(WK&U{p3i
zBG5B1fpxxs8Bg{)lf-kM&xJWWtACk`S8KN~Qs7FEiLBfqDdQVoJwZ0%sSKRuW~7VL
ztMXzf$%5Aa;!Fiei50573UU|3y_ga#-{&rD89EfPTFm^^lu4CqyHRs2pIE4cdOuUT
z0G(c1%WnnmKVok#Ion$o-kxJznLZai!*7#fIdC>HUyBT3DXC@0Upap@B?DdLgxWjC
zLq^W1LE;wC+APHLET@B#wUUuyP&~yLiJd4DHJ50VGbhZzO<)nnHTy2)hqnd)St;LK
z?iJge&$jMBzLRE*UXW3SF9WrDypBFu*|CvvE_-FigpZ$S1{|&8m)KNI{7cO&jv5Lk
zx?+>aO2TEWJ}nhLFY*Dts#oH)RqbKzyUrnWI}O&0yD1S}KllSPcsS0yHgUKFojy#L
z-5h9C?Lx7yqoi*KG@Wm0q|=!P?>V`AD_ZEX+ta$6$5ZR&@xQ|+Mkb2r5`UYL@{XoM
zH8+j1c1o^e0N5{5WOX-?^(j9wA4z$AW}V&BP=DOb+R)-hW|=yI5%o?C4W%gK^F1PQ
zBL&zV;0A68St>=D;VW|6udpUP3F<@#<onHi7J!bGjCna1&L;AXea$fBAh{r0!l{jp
z&`?I~9Y$;WNqyBwOW{=(=Rux5Gt#{DjUpldqm$j|t$lU^ty#4ooCT}d^nA0fv_kWs
zAKdI1T$mrL^#;2|%|72Jyf{B_vEpD~)q7MVxOGFzcEjgk5R%EK___e2#zid3GN81t
zb*F-?QAP4#vg@=$RU<q58eZ+yM$W|MB7xji86UL~QiYnbdQ#m&**rgv;-t#CVyLnM
z*a_ZBd6#Viz18utZcLS%cXWACG&Xf(P(Se#LztI9z<k^0e3p-;%xk}y@J5e2j-G}u
z+-l!5KOc9nnIY6GTUs$}=@O|qipz-|9vk9FrhFQ@A!_(y)Vi@kWhZ?9co*k}`^yD9
zkD$4$%;49yS4Z1c?{J>efnddr^buKERS>6WdgQgL-&0#!C|61p+6%%*h<`Y!^xIWM
zD&w0&7KVS(xraJS#EW=iv`B-0COYGy#?8yE^x4IGdCdfFqg-V@Gg_ru<wCLc*$(Uu
z^N!SxVg4iekzQ_&qZ&|skv-$nN#D06eo>`<&>upOB@kl=bTrP7-ch@*>j*uUZ#vJ|
zv^<Z<>GsAcM-e?rEHsIrEiLDwH;W~YZ^R5F(@EHx`AXuJc#qN5ichDel9<_er5D+I
z<C`8*{bW@2VC~sJ9+4Xl8~y3I%m~dR;8C+<F>zct!>N2xu=7T}nJei%sNSd0;l<U4
z*#t+P{rLR0*}zQuowc2D!1+hD#{IKQyoOhz=y#_F|HJFPN9Ae^n0OhaZhULrEkYH!
z-TcFi{l`A)U;!m_eVe0e=n!f+l6G^3CshvAm#<lmY|qN|SXu~bZkx@{?-x4S@Oz{5
z&)Mb)gTBjXNuJkt9@4;G*7qS&et_m+ZMphH&wWVEiL+Jz`b<p$TN-)vwEZTlw;W|#
z^I5+y?7Jbpy5ud%s#1-P8*}wUBn`>7ttpu20nNAyr5cSAXf!@<370X4B+}@k??_&Z
zx@7j<D`BX6$!FdOiOL}&J=esyzfC1EaTfAiC&^iM;ZJZLBDZBPSh<J401ODt^!khW
z4FqqRSy0=3ajVOttJr9HEHk}<r|<G1<yJf4m?staR!`$tLE{r4I$xA$@yv+jmBw=k
z!MT4wMEq9_JQ&E%(8ffULY0Aq8T@8Z1wSxL4<WP=0)P-v2r+{Y8wk<;^HAr{!-v!Z
z^Lt31IfPh1h%JPeK!_%UJXBx^Nj<QbfuRn-PZiq$R30Ma0dx?!C=iep0@+9p0#h?v
z6BBSe=^rqX4-vM%!67{0*!}(}^e=?Fzamf-#ozt;^e@A2cyydR4q$*TV{q)E79=o{
zi~OLznH*rK!$q#ZBn}j}5YRO+6mhcBm2r}g)pj!0X44_(;YQ@-(S(3D&^TyX(10Tt
z!EvD00C2Q9*GmEEcS0{A3=ZrLrWU4Ppgn+tsfn32y8{>bLlJgx8j?*%4tQX(G3Fvy
z6n_t}F*i3cHUx)Z(z4NlXh00F0eV*8uugk(D`NnNmYEz}rIn5zyEHgZ@@IwMBQEma
zkk0HGXw9wk>A=WuY;-_+I(m8<Fb9pbqnVAS1C5#WD{y-cf*30PS<K9u_CY3EZF5sP
zLq$5UqUnA$^ee;^f*%HHSX0Z~)`pAR*49vmU5_5b3IqrL(&#YhvCx1(x;ixAjs()s
zgXrm5fj})Fvo_nW<}7{_^Kb2ePk<X_0P6vqVh5vu>ey=QT5*vJzkdf1HZZrg`3brJ
zV50>xlhgfi`Tti^f&1n^YXRJ$f2e^I%)>4YMitO=6a-_Ka?=Ar3^YJS8X%J_2*gg$
z!cGsQ27=guKu)@UaDqD@TvWhH7hLSWDf%1dZ$-_mWWhs%TMi7gV{UK82ZjLwV+cUt
z+<vzAQ0NaHPC7^r{id7$Yi(&-h>QR4`Z6_z3}^@+yP&zYEd;PcRPg`LaQVOPVIA#1
z1-7uYGI^LAI@)x)KfzS2!JP~OORS^Kt_Q)i1dnXZzcfq-9+BkSoZypS6c!U*?uVJj
zXJYd+VPXiGN$e(?X8K&@4m3JHA^*t1J@vq?^RqWh47q<M9?H@ERo8#$tA{M`%m#NG
z-Jk0QHzMHw==FbB(O-)t7*~Uf+#a$Nf>VFT;eiBv|FIVTn$;BlX;Ooi{D(md9@3Cm
zLLmsAQ6L5&BajIMqGx%SUF1L@IhYMR3;$P+KLJP`taSCjs0ECOkmcy-3lilHhON;9
z{LBM^kHEJW$O~ZhM;-$Uh!q^R|F=9469XF<q2N~@6Bu*kR|SmVF#11FJR}$(f%N~#
z10w`L@J4=B@Q?r#2;|V;^B94w{}c$s#QZNlaQq6}Kl$i^Y`}lY0$%@_!67k!YXe*#
z%fBv=m6he6vd{w=S^m`qBRvH5=kN8g{)cv1*&sMQ|Kwx&mn@8|5Io$!@c|h@z<;(2
zWMzRsAN-9E#0G?b^!_7{6@mx-k37bI$xIIdK>&FF#s}6Z1nlS^d944w4mJ=3+2U_}
zAT|&r^yu$-Oh5?a@89yk*8%x<^7lM87UqBI0K`TQ0d@KtA2{#dd`$EZSgODA0ohns
z|5YCte&}EQ#>N0aIr&>z5F5k4<f8{Mu>MnKdPYWYnAktdGW~1ffafstKidG0Q!tS8
z-^+rp0*q(!_dEtBmfy?TSZRX6A*>KNIRSJshE8DIA2t9OQQX`H0D&2i24nr0K`@md
zX>b&pAV7svNZ^eSGf+rSP>>Y}5(3Y3dbT&LEFb}TAV0kzGqWJ~|C{3h9NgMQ)5_*y
TF=1d~00V)MlD?4?Lj3;#v8A=F

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-reg.xml
new file mode 100644
index 00000000..8bd3b2aa
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-reg.xml
@@ -0,0 +1,393 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-016-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='20'/>
+         <instruction instr-id='42'/>
+         <instruction instr-id='48'/>
+         <instruction instr-id='48' subinstr-id='2'/>
+         <instruction instr-id='53'/>
+         <instruction instr-id='53' subinstr-id='2'/>
+         <instruction instr-id='53' subinstr-id='4'/>
+         <instruction instr-id='53' subinstr-id='6'/>
+         <instruction instr-id='53' subinstr-id='10'/>
+         <instruction instr-id='53' subinstr-id='12'/>
+         <instruction instr-id='57'/>
+         <instruction instr-id='57' subinstr-id='2'/>
+         <instruction instr-id='57' subinstr-id='4'/>
+         <instruction instr-id='57' subinstr-id='6'/>
+         <instruction instr-id='57' subinstr-id='8'/>
+         <instruction instr-id='57' subinstr-id='10'/>
+         <instruction instr-id='57' subinstr-id='12'/>
+         <instruction instr-id='57' subinstr-id='14'/>
+         <instruction instr-id='57' subinstr-id='16'/>
+         <instruction instr-id='57' subinstr-id='18'/>
+         <instruction instr-id='57' subinstr-id='20'/>
+         <instruction instr-id='57' subinstr-id='22'/>
+         <instruction instr-id='57' subinstr-id='24'/>
+         <instruction instr-id='57' subinstr-id='26'/>
+         <instruction instr-id='57' subinstr-id='28'/>
+         <instruction instr-id='57' subinstr-id='30'/>
+         <instruction instr-id='57' subinstr-id='32'/>
+         <instruction instr-id='61'/>
+         <instruction instr-id='61' subinstr-id='2'/>
+         <instruction instr-id='61' subinstr-id='4'/>
+         <instruction instr-id='61' subinstr-id='6'/>
+         <instruction instr-id='65'/>
+         <instruction instr-id='65' subinstr-id='2'/>
+         <instruction instr-id='65' subinstr-id='4'/>
+         <instruction instr-id='65' subinstr-id='6'/>
+         <instruction instr-id='65' subinstr-id='8'/>
+         <instruction instr-id='65' subinstr-id='10'/>
+         <instruction instr-id='65' subinstr-id='12'/>
+         <instruction instr-id='65' subinstr-id='14'/>
+         <instruction instr-id='65' subinstr-id='16'/>
+         <instruction instr-id='65' subinstr-id='18'/>
+         <instruction instr-id='65' subinstr-id='20'/>
+         <instruction instr-id='65' subinstr-id='22'/>
+         <instruction instr-id='65' subinstr-id='24'/>
+         <instruction instr-id='65' subinstr-id='26'/>
+         <instruction instr-id='65' subinstr-id='28'/>
+         <instruction instr-id='69'/>
+         <instruction instr-id='69' subinstr-id='2'/>
+         <instruction instr-id='69' subinstr-id='4'/>
+         <instruction instr-id='69' subinstr-id='6'/>
+         <instruction instr-id='69' subinstr-id='8'/>
+         <instruction instr-id='69' subinstr-id='10'/>
+         <instruction instr-id='69' subinstr-id='12'/>
+         <instruction instr-id='73' subinstr-id='2'/>
+         <instruction instr-id='73' subinstr-id='4'/>
+         <instruction instr-id='73' subinstr-id='6'/>
+         <instruction instr-id='77'/>
+         <instruction instr-id='95'/>
+         <instruction instr-id='102'/>
+         <instruction instr-id='109'/>
+         <instruction instr-id='114'/>
+         <instruction instr-id='114' subinstr-id='2'/>
+         <instruction instr-id='114' subinstr-id='4'/>
+         <instruction instr-id='114' subinstr-id='6'/>
+         <instruction instr-id='114' subinstr-id='8'/>
+         <instruction instr-id='114' subinstr-id='10'/>
+         <instruction instr-id='114' subinstr-id='12'/>
+         <instruction instr-id='118'/>
+         <instruction instr-id='118' subinstr-id='2'/>
+         <instruction instr-id='118' subinstr-id='4'/>
+         <instruction instr-id='118' subinstr-id='6'/>
+         <instruction instr-id='118' subinstr-id='8'/>
+         <instruction instr-id='118' subinstr-id='10'/>
+         <instruction instr-id='118' subinstr-id='12'/>
+         <instruction instr-id='118' subinstr-id='14'/>
+         <instruction instr-id='118' subinstr-id='16'/>
+         <instruction instr-id='118' subinstr-id='18'/>
+         <instruction instr-id='118' subinstr-id='20'/>
+         <instruction instr-id='118' subinstr-id='22'/>
+         <instruction instr-id='118' subinstr-id='24'/>
+         <instruction instr-id='118' subinstr-id='26'/>
+         <instruction instr-id='118' subinstr-id='28'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='122' subinstr-id='2'/>
+         <instruction instr-id='122' subinstr-id='4'/>
+         <instruction instr-id='122' subinstr-id='6'/>
+         <instruction instr-id='122' subinstr-id='10'/>
+         <instruction instr-id='122' subinstr-id='12'/>
+         <instruction instr-id='122' subinstr-id='14'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='126' subinstr-id='4'/>
+         <instruction instr-id='126' subinstr-id='6'/>
+         <instruction instr-id='126' subinstr-id='8'/>
+         <instruction instr-id='126' subinstr-id='10'/>
+         <instruction instr-id='126' subinstr-id='12'/>
+         <instruction instr-id='126' subinstr-id='14'/>
+         <instruction instr-id='126' subinstr-id='16'/>
+         <instruction instr-id='126' subinstr-id='18'/>
+         <instruction instr-id='126' subinstr-id='20'/>
+         <instruction instr-id='126' subinstr-id='22'/>
+         <instruction instr-id='130'/>
+         <instruction instr-id='130' subinstr-id='2'/>
+         <instruction instr-id='130' subinstr-id='6'/>
+         <instruction instr-id='130' subinstr-id='8'/>
+         <instruction instr-id='130' subinstr-id='10'/>
+         <instruction instr-id='130' subinstr-id='12'/>
+         <instruction instr-id='130' subinstr-id='14'/>
+         <instruction instr-id='130' subinstr-id='16'/>
+         <instruction instr-id='130' subinstr-id='18'/>
+         <instruction instr-id='130' subinstr-id='20'/>
+         <instruction instr-id='130' subinstr-id='22'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='157' subinstr-id='12'/>
+         <instruction instr-id='157' subinstr-id='14'/>
+         <instruction instr-id='157' subinstr-id='16'/>
+         <instruction instr-id='157' subinstr-id='18'/>
+         <instruction instr-id='157' subinstr-id='20'/>
+         <instruction instr-id='157' subinstr-id='22'/>
+         <instruction instr-id='157' subinstr-id='24'/>
+         <instruction instr-id='157' subinstr-id='26'/>
+         <instruction instr-id='157' subinstr-id='28'/>
+         <instruction instr-id='157' subinstr-id='30'/>
+         <instruction instr-id='157' subinstr-id='32'/>
+         <instruction instr-id='157' subinstr-id='34'/>
+         <instruction instr-id='157' subinstr-id='36'/>
+         <instruction instr-id='157' subinstr-id='38'/>
+         <instruction instr-id='157' subinstr-id='40'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='161' subinstr-id='16'/>
+         <instruction instr-id='161' subinstr-id='18'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='184' subinstr-id='8'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='188' subinstr-id='2'/>
+         <instruction instr-id='188' subinstr-id='4'/>
+         <instruction instr-id='188' subinstr-id='6'/>
+         <instruction instr-id='188' subinstr-id='8'/>
+         <instruction instr-id='188' subinstr-id='12'/>
+         <instruction instr-id='188' subinstr-id='14'/>
+         <instruction instr-id='188' subinstr-id='16'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='12'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='192' subinstr-id='16'/>
+         <instruction instr-id='192' subinstr-id='18'/>
+         <instruction instr-id='192' subinstr-id='20'/>
+         <instruction instr-id='192' subinstr-id='22'/>
+         <instruction instr-id='192' subinstr-id='24'/>
+         <instruction instr-id='192' subinstr-id='26'/>
+         <instruction instr-id='192' subinstr-id='28'/>
+         <instruction instr-id='192' subinstr-id='30'/>
+         <instruction instr-id='192' subinstr-id='32'/>
+         <instruction instr-id='192' subinstr-id='34'/>
+         <instruction instr-id='192' subinstr-id='36'/>
+         <instruction instr-id='192' subinstr-id='38'/>
+         <instruction instr-id='192' subinstr-id='40'/>
+         <instruction instr-id='192' subinstr-id='42'/>
+         <instruction instr-id='192' subinstr-id='44'/>
+         <instruction instr-id='192' subinstr-id='46'/>
+         <instruction instr-id='192' subinstr-id='48'/>
+         <instruction instr-id='192' subinstr-id='50'/>
+         <instruction instr-id='192' subinstr-id='52'/>
+         <instruction instr-id='192' subinstr-id='54'/>
+         <instruction instr-id='192' subinstr-id='56'/>
+         <instruction instr-id='192' subinstr-id='58'/>
+         <instruction instr-id='192' subinstr-id='60'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='198' subinstr-id='10'/>
+         <instruction instr-id='198' subinstr-id='12'/>
+         <instruction instr-id='198' subinstr-id='14'/>
+         <instruction instr-id='198' subinstr-id='16'/>
+         <instruction instr-id='198' subinstr-id='18'/>
+         <instruction instr-id='198' subinstr-id='20'/>
+         <instruction instr-id='198' subinstr-id='22'/>
+         <instruction instr-id='198' subinstr-id='24'/>
+         <instruction instr-id='198' subinstr-id='26'/>
+         <instruction instr-id='198' subinstr-id='28'/>
+         <instruction instr-id='198' subinstr-id='30'/>
+         <instruction instr-id='198' subinstr-id='32'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='238' subinstr-id='12'/>
+         <instruction instr-id='238' subinstr-id='14'/>
+         <instruction instr-id='238' subinstr-id='16'/>
+         <instruction instr-id='238' subinstr-id='18'/>
+         <instruction instr-id='238' subinstr-id='20'/>
+         <instruction instr-id='238' subinstr-id='24'/>
+         <instruction instr-id='238' subinstr-id='26'/>
+         <instruction instr-id='238' subinstr-id='28'/>
+         <instruction instr-id='238' subinstr-id='30'/>
+         <instruction instr-id='238' subinstr-id='32'/>
+         <instruction instr-id='238' subinstr-id='34'/>
+         <instruction instr-id='238' subinstr-id='36'/>
+         <instruction instr-id='238' subinstr-id='38'/>
+         <instruction instr-id='238' subinstr-id='40'/>
+         <instruction instr-id='238' subinstr-id='42'/>
+         <instruction instr-id='238' subinstr-id='44'/>
+         <instruction instr-id='238' subinstr-id='46'/>
+         <instruction instr-id='238' subinstr-id='50'/>
+         <instruction instr-id='238' subinstr-id='52'/>
+         <instruction instr-id='238' subinstr-id='56'/>
+         <instruction instr-id='238' subinstr-id='58'/>
+         <instruction instr-id='238' subinstr-id='60'/>
+         <instruction instr-id='238' subinstr-id='62'/>
+         <instruction instr-id='238' subinstr-id='64'/>
+         <instruction instr-id='238' subinstr-id='66'/>
+         <instruction instr-id='238' subinstr-id='68'/>
+         <instruction instr-id='238' subinstr-id='70'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='244' subinstr-id='4'/>
+         <instruction instr-id='244' subinstr-id='6'/>
+         <instruction instr-id='244' subinstr-id='8'/>
+         <instruction instr-id='244' subinstr-id='10'/>
+         <instruction instr-id='244' subinstr-id='12'/>
+         <instruction instr-id='244' subinstr-id='14'/>
+         <instruction instr-id='244' subinstr-id='16'/>
+         <instruction instr-id='244' subinstr-id='18'/>
+         <instruction instr-id='244' subinstr-id='20'/>
+         <instruction instr-id='244' subinstr-id='22'/>
+         <instruction instr-id='244' subinstr-id='24'/>
+         <instruction instr-id='244' subinstr-id='26'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='12'/>
+         <instruction instr-id='275' subinstr-id='14'/>
+         <instruction instr-id='275' subinstr-id='16'/>
+         <instruction instr-id='275' subinstr-id='18'/>
+         <instruction instr-id='275' subinstr-id='20'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='279' subinstr-id='4'/>
+         <instruction instr-id='279' subinstr-id='6'/>
+         <instruction instr-id='279' subinstr-id='8'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='286' subinstr-id='14'/>
+         <instruction instr-id='286' subinstr-id='16'/>
+         <instruction instr-id='286' subinstr-id='18'/>
+         <instruction instr-id='286' subinstr-id='20'/>
+         <instruction instr-id='286' subinstr-id='22'/>
+         <instruction instr-id='286' subinstr-id='24'/>
+         <instruction instr-id='286' subinstr-id='26'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='292' subinstr-id='2'/>
+         <instruction instr-id='292' subinstr-id='4'/>
+         <instruction instr-id='292' subinstr-id='6'/>
+         <instruction instr-id='292' subinstr-id='8'/>
+         <instruction instr-id='292' subinstr-id='10'/>
+         <instruction instr-id='292' subinstr-id='12'/>
+         <instruction instr-id='292' subinstr-id='14'/>
+         <instruction instr-id='292' subinstr-id='16'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='12'/>
+         <instruction instr-id='296' subinstr-id='14'/>
+         <instruction instr-id='296' subinstr-id='16'/>
+         <instruction instr-id='296' subinstr-id='18'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='318' subinstr-id='2'/>
+         <instruction instr-id='318' subinstr-id='4'/>
+         <instruction instr-id='318' subinstr-id='6'/>
+         <instruction instr-id='318' subinstr-id='8'/>
+         <instruction instr-id='318' subinstr-id='10'/>
+         <instruction instr-id='318' subinstr-id='12'/>
+         <instruction instr-id='318' subinstr-id='14'/>
+         <instruction instr-id='318' subinstr-id='16'/>
+         <instruction instr-id='318' subinstr-id='18'/>
+         <instruction instr-id='318' subinstr-id='20'/>
+         <instruction instr-id='318' subinstr-id='22'/>
+         <instruction instr-id='318' subinstr-id='24'/>
+         <instruction instr-id='318' subinstr-id='26'/>
+         <instruction instr-id='318' subinstr-id='28'/>
+         <instruction instr-id='318' subinstr-id='30'/>
+         <instruction instr-id='318' subinstr-id='32'/>
+         <instruction instr-id='318' subinstr-id='34'/>
+         <instruction instr-id='318' subinstr-id='36'/>
+         <instruction instr-id='318' subinstr-id='38'/>
+         <instruction instr-id='318' subinstr-id='40'/>
+         <instruction instr-id='318' subinstr-id='42'/>
+         <instruction instr-id='318' subinstr-id='44'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='345' subinstr-id='2'/>
+         <instruction instr-id='345' subinstr-id='4'/>
+         <instruction instr-id='345' subinstr-id='6'/>
+         <instruction instr-id='345' subinstr-id='8'/>
+         <instruction instr-id='345' subinstr-id='10'/>
+         <instruction instr-id='345' subinstr-id='12'/>
+         <instruction instr-id='345' subinstr-id='14'/>
+         <instruction instr-id='345' subinstr-id='16'/>
+         <instruction instr-id='345' subinstr-id='20'/>
+         <instruction instr-id='345' subinstr-id='22'/>
+         <instruction instr-id='345' subinstr-id='24'/>
+         <instruction instr-id='345' subinstr-id='28'/>
+         <instruction instr-id='345' subinstr-id='30'/>
+         <instruction instr-id='345' subinstr-id='32'/>
+         <instruction instr-id='345' subinstr-id='34'/>
+         <instruction instr-id='345' subinstr-id='36'/>
+         <instruction instr-id='345' subinstr-id='38'/>
+         <instruction instr-id='345' subinstr-id='40'/>
+         <instruction instr-id='345' subinstr-id='42'/>
+         <instruction instr-id='345' subinstr-id='44'/>
+         <instruction instr-id='345' subinstr-id='46'/>
+         <instruction instr-id='345' subinstr-id='48'/>
+         <instruction instr-id='345' subinstr-id='50'/>
+         <instruction instr-id='345' subinstr-id='52'/>
+         <instruction instr-id='345' subinstr-id='54'/>
+         <instruction instr-id='345' subinstr-id='56'/>
+         <instruction instr-id='345' subinstr-id='58'/>
+         <instruction instr-id='345' subinstr-id='60'/>
+         <instruction instr-id='345' subinstr-id='62'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='349' subinstr-id='4'/>
+         <instruction instr-id='349' subinstr-id='6'/>
+         <instruction instr-id='349' subinstr-id='8'/>
+         <instruction instr-id='349' subinstr-id='10'/>
+         <instruction instr-id='353'/>
+         <instruction instr-id='353' subinstr-id='2'/>
+         <instruction instr-id='353' subinstr-id='4'/>
+         <instruction instr-id='353' subinstr-id='6'/>
+         <bounding-box x1='94' y1='459' x2='514' y2='706'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-str.xml
new file mode 100644
index 00000000..02d1e292
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016-str.xml
@@ -0,0 +1,475 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_us-016-str.xml">
+    <table id="1">
+        <region col-increment="0" id="1" row-increment="0" page='2'>
+            <cell id="1" start-col="0" start-row="0">
+                <bounding-box x1="117" x2="143" y1="694" y2="706"/>
+                <content>Type</content>
+                <instruction instr-id="20" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="0">
+                <bounding-box x1="317" x2="376" y1="694" y2="706"/>
+                <content>Description</content>
+                <instruction instr-id="20" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="1">
+                <bounding-box x1="94" x2="155" y1="668" y2="692"/>
+                <content>Visual analog
+scale (VAS)</content>
+                <instruction instr-id="42" subinstr-id="-1"/>
+                <instruction instr-id="48" subinstr-id="0"/>
+                <instruction instr-id="48" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="94" x2="150" y1="614" y2="650"/>
+                <content>Anchored or
+categorized
+VAS</content>
+                <instruction instr-id="95" subinstr-id="-1"/>
+                <instruction instr-id="102" subinstr-id="-1"/>
+                <instruction instr-id="109" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="94" x2="146" y1="600" y2="611"/>
+                <content>Likert scale</content>
+                <instruction instr-id="148" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="94" x2="149" y1="579" y2="590"/>
+                <content>Rating scale</content>
+                <instruction instr-id="179" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="94" x2="156" y1="522" y2="559"/>
+                <content>Recording of
+events as they
+occur</content>
+                <instruction instr-id="221" subinstr-id="-1"/>
+                <instruction instr-id="227" subinstr-id="0"/>
+                <instruction instr-id="227" subinstr-id="2"/>
+                <instruction instr-id="233" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="94" x2="156" y1="509" y2="520"/>
+                <content>Pictorial scale</content>
+                <instruction instr-id="270" subinstr-id="0"/>
+                <instruction instr-id="270" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="94" x2="136" y1="478" y2="489"/>
+                <content>Checklist</content>
+                <instruction instr-id="313" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="176" x2="511" y1="652" y2="692"/>
+                <content>A line of fixed length (usually 100 mm) with words that anchor the scale at the extreme ends
+and no words describing intermediate positions. Patients are instructed to indicate the place
+on the line corresponding to their perceived state. The mark’s position is measured as the
+score.</content>
+                <instruction instr-id="53" subinstr-id="0"/>
+                <instruction instr-id="53" subinstr-id="2"/>
+                <instruction instr-id="53" subinstr-id="4"/>
+                <instruction instr-id="53" subinstr-id="6"/>
+                <instruction instr-id="53" subinstr-id="10"/>
+                <instruction instr-id="53" subinstr-id="12"/>
+                <instruction instr-id="57" subinstr-id="0"/>
+                <instruction instr-id="57" subinstr-id="2"/>
+                <instruction instr-id="57" subinstr-id="4"/>
+                <instruction instr-id="57" subinstr-id="6"/>
+                <instruction instr-id="57" subinstr-id="8"/>
+                <instruction instr-id="57" subinstr-id="10"/>
+                <instruction instr-id="57" subinstr-id="12"/>
+                <instruction instr-id="57" subinstr-id="14"/>
+                <instruction instr-id="57" subinstr-id="16"/>
+                <instruction instr-id="57" subinstr-id="18"/>
+                <instruction instr-id="57" subinstr-id="20"/>
+                <instruction instr-id="57" subinstr-id="22"/>
+                <instruction instr-id="57" subinstr-id="24"/>
+                <instruction instr-id="57" subinstr-id="26"/>
+                <instruction instr-id="57" subinstr-id="28"/>
+                <instruction instr-id="57" subinstr-id="30"/>
+                <instruction instr-id="57" subinstr-id="32"/>
+                <instruction instr-id="61" subinstr-id="0"/>
+                <instruction instr-id="61" subinstr-id="2"/>
+                <instruction instr-id="61" subinstr-id="4"/>
+                <instruction instr-id="61" subinstr-id="6"/>
+                <instruction instr-id="65" subinstr-id="0"/>
+                <instruction instr-id="65" subinstr-id="2"/>
+                <instruction instr-id="65" subinstr-id="4"/>
+                <instruction instr-id="65" subinstr-id="6"/>
+                <instruction instr-id="65" subinstr-id="8"/>
+                <instruction instr-id="65" subinstr-id="10"/>
+                <instruction instr-id="65" subinstr-id="12"/>
+                <instruction instr-id="65" subinstr-id="14"/>
+                <instruction instr-id="65" subinstr-id="16"/>
+                <instruction instr-id="65" subinstr-id="18"/>
+                <instruction instr-id="65" subinstr-id="20"/>
+                <instruction instr-id="65" subinstr-id="22"/>
+                <instruction instr-id="65" subinstr-id="24"/>
+                <instruction instr-id="65" subinstr-id="26"/>
+                <instruction instr-id="65" subinstr-id="28"/>
+                <instruction instr-id="69" subinstr-id="0"/>
+                <instruction instr-id="69" subinstr-id="2"/>
+                <instruction instr-id="69" subinstr-id="4"/>
+                <instruction instr-id="69" subinstr-id="6"/>
+                <instruction instr-id="69" subinstr-id="8"/>
+                <instruction instr-id="69" subinstr-id="10"/>
+                <instruction instr-id="69" subinstr-id="12"/>
+                <instruction instr-id="73" subinstr-id="2"/>
+                <instruction instr-id="73" subinstr-id="4"/>
+                <instruction instr-id="73" subinstr-id="6"/>
+                <instruction instr-id="77" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="176" x2="514" y1="620" y2="650"/>
+                <content>A VAS that has the addition of one or more intermediate marks positioned along the line with
+reference terms assigned to eachmark to help patients identify the locations between the
+scale’s ends (e.g., half-way).</content>
+                <instruction instr-id="114" subinstr-id="0"/>
+                <instruction instr-id="114" subinstr-id="2"/>
+                <instruction instr-id="114" subinstr-id="4"/>
+                <instruction instr-id="114" subinstr-id="6"/>
+                <instruction instr-id="114" subinstr-id="8"/>
+                <instruction instr-id="114" subinstr-id="10"/>
+                <instruction instr-id="114" subinstr-id="12"/>
+                <instruction instr-id="118" subinstr-id="0"/>
+                <instruction instr-id="118" subinstr-id="2"/>
+                <instruction instr-id="118" subinstr-id="4"/>
+                <instruction instr-id="118" subinstr-id="6"/>
+                <instruction instr-id="118" subinstr-id="8"/>
+                <instruction instr-id="118" subinstr-id="10"/>
+                <instruction instr-id="118" subinstr-id="12"/>
+                <instruction instr-id="118" subinstr-id="14"/>
+                <instruction instr-id="118" subinstr-id="16"/>
+                <instruction instr-id="118" subinstr-id="18"/>
+                <instruction instr-id="118" subinstr-id="20"/>
+                <instruction instr-id="118" subinstr-id="22"/>
+                <instruction instr-id="118" subinstr-id="24"/>
+                <instruction instr-id="118" subinstr-id="26"/>
+                <instruction instr-id="118" subinstr-id="28"/>
+                <instruction instr-id="122" subinstr-id="0"/>
+                <instruction instr-id="122" subinstr-id="2"/>
+                <instruction instr-id="122" subinstr-id="4"/>
+                <instruction instr-id="122" subinstr-id="6"/>
+                <instruction instr-id="122" subinstr-id="10"/>
+                <instruction instr-id="122" subinstr-id="12"/>
+                <instruction instr-id="122" subinstr-id="14"/>
+                <instruction instr-id="126" subinstr-id="0"/>
+                <instruction instr-id="126" subinstr-id="2"/>
+                <instruction instr-id="126" subinstr-id="4"/>
+                <instruction instr-id="126" subinstr-id="6"/>
+                <instruction instr-id="126" subinstr-id="8"/>
+                <instruction instr-id="126" subinstr-id="10"/>
+                <instruction instr-id="126" subinstr-id="12"/>
+                <instruction instr-id="126" subinstr-id="14"/>
+                <instruction instr-id="126" subinstr-id="16"/>
+                <instruction instr-id="126" subinstr-id="18"/>
+                <instruction instr-id="126" subinstr-id="20"/>
+                <instruction instr-id="126" subinstr-id="22"/>
+                <instruction instr-id="130" subinstr-id="0"/>
+                <instruction instr-id="130" subinstr-id="2"/>
+                <instruction instr-id="130" subinstr-id="6"/>
+                <instruction instr-id="130" subinstr-id="8"/>
+                <instruction instr-id="130" subinstr-id="10"/>
+                <instruction instr-id="130" subinstr-id="12"/>
+                <instruction instr-id="130" subinstr-id="14"/>
+                <instruction instr-id="130" subinstr-id="16"/>
+                <instruction instr-id="130" subinstr-id="18"/>
+                <instruction instr-id="130" subinstr-id="20"/>
+                <instruction instr-id="130" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="176" x2="502" y1="592" y2="611"/>
+                <content>An ordered set of discrete terms or statements from which patients are asked to choose the
+response that best describes their state or experience.</content>
+                <instruction instr-id="153" subinstr-id="0"/>
+                <instruction instr-id="153" subinstr-id="2"/>
+                <instruction instr-id="153" subinstr-id="4"/>
+                <instruction instr-id="157" subinstr-id="0"/>
+                <instruction instr-id="157" subinstr-id="2"/>
+                <instruction instr-id="157" subinstr-id="6"/>
+                <instruction instr-id="157" subinstr-id="8"/>
+                <instruction instr-id="157" subinstr-id="10"/>
+                <instruction instr-id="157" subinstr-id="12"/>
+                <instruction instr-id="157" subinstr-id="14"/>
+                <instruction instr-id="157" subinstr-id="16"/>
+                <instruction instr-id="157" subinstr-id="18"/>
+                <instruction instr-id="157" subinstr-id="20"/>
+                <instruction instr-id="157" subinstr-id="22"/>
+                <instruction instr-id="157" subinstr-id="24"/>
+                <instruction instr-id="157" subinstr-id="26"/>
+                <instruction instr-id="157" subinstr-id="28"/>
+                <instruction instr-id="157" subinstr-id="30"/>
+                <instruction instr-id="157" subinstr-id="32"/>
+                <instruction instr-id="157" subinstr-id="34"/>
+                <instruction instr-id="157" subinstr-id="36"/>
+                <instruction instr-id="157" subinstr-id="38"/>
+                <instruction instr-id="157" subinstr-id="40"/>
+                <instruction instr-id="161" subinstr-id="0"/>
+                <instruction instr-id="161" subinstr-id="2"/>
+                <instruction instr-id="161" subinstr-id="4"/>
+                <instruction instr-id="161" subinstr-id="6"/>
+                <instruction instr-id="161" subinstr-id="8"/>
+                <instruction instr-id="161" subinstr-id="10"/>
+                <instruction instr-id="161" subinstr-id="12"/>
+                <instruction instr-id="161" subinstr-id="14"/>
+                <instruction instr-id="161" subinstr-id="16"/>
+                <instruction instr-id="161" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="176" x2="513" y1="561" y2="590"/>
+                <content>A set of numerical categories from which patients are asked to choose the category that best
+describes their state or experience. The ends of rating scales are anchored with words but the
+categories are numbered rather than labeled with words.</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+                <instruction instr-id="184" subinstr-id="2"/>
+                <instruction instr-id="184" subinstr-id="4"/>
+                <instruction instr-id="184" subinstr-id="6"/>
+                <instruction instr-id="184" subinstr-id="8"/>
+                <instruction instr-id="188" subinstr-id="0"/>
+                <instruction instr-id="188" subinstr-id="2"/>
+                <instruction instr-id="188" subinstr-id="4"/>
+                <instruction instr-id="188" subinstr-id="6"/>
+                <instruction instr-id="188" subinstr-id="8"/>
+                <instruction instr-id="188" subinstr-id="12"/>
+                <instruction instr-id="188" subinstr-id="14"/>
+                <instruction instr-id="188" subinstr-id="16"/>
+                <instruction instr-id="192" subinstr-id="0"/>
+                <instruction instr-id="192" subinstr-id="2"/>
+                <instruction instr-id="192" subinstr-id="4"/>
+                <instruction instr-id="192" subinstr-id="8"/>
+                <instruction instr-id="192" subinstr-id="10"/>
+                <instruction instr-id="192" subinstr-id="12"/>
+                <instruction instr-id="192" subinstr-id="14"/>
+                <instruction instr-id="192" subinstr-id="16"/>
+                <instruction instr-id="192" subinstr-id="18"/>
+                <instruction instr-id="192" subinstr-id="20"/>
+                <instruction instr-id="192" subinstr-id="22"/>
+                <instruction instr-id="192" subinstr-id="24"/>
+                <instruction instr-id="192" subinstr-id="26"/>
+                <instruction instr-id="192" subinstr-id="28"/>
+                <instruction instr-id="192" subinstr-id="30"/>
+                <instruction instr-id="192" subinstr-id="32"/>
+                <instruction instr-id="192" subinstr-id="34"/>
+                <instruction instr-id="192" subinstr-id="36"/>
+                <instruction instr-id="192" subinstr-id="38"/>
+                <instruction instr-id="192" subinstr-id="40"/>
+                <instruction instr-id="192" subinstr-id="42"/>
+                <instruction instr-id="192" subinstr-id="44"/>
+                <instruction instr-id="192" subinstr-id="46"/>
+                <instruction instr-id="192" subinstr-id="48"/>
+                <instruction instr-id="192" subinstr-id="50"/>
+                <instruction instr-id="192" subinstr-id="52"/>
+                <instruction instr-id="192" subinstr-id="54"/>
+                <instruction instr-id="192" subinstr-id="56"/>
+                <instruction instr-id="192" subinstr-id="58"/>
+                <instruction instr-id="192" subinstr-id="60"/>
+                <instruction instr-id="198" subinstr-id="0"/>
+                <instruction instr-id="198" subinstr-id="2"/>
+                <instruction instr-id="198" subinstr-id="4"/>
+                <instruction instr-id="198" subinstr-id="6"/>
+                <instruction instr-id="198" subinstr-id="8"/>
+                <instruction instr-id="198" subinstr-id="10"/>
+                <instruction instr-id="198" subinstr-id="12"/>
+                <instruction instr-id="198" subinstr-id="14"/>
+                <instruction instr-id="198" subinstr-id="16"/>
+                <instruction instr-id="198" subinstr-id="18"/>
+                <instruction instr-id="198" subinstr-id="20"/>
+                <instruction instr-id="198" subinstr-id="22"/>
+                <instruction instr-id="198" subinstr-id="24"/>
+                <instruction instr-id="198" subinstr-id="26"/>
+                <instruction instr-id="198" subinstr-id="28"/>
+                <instruction instr-id="198" subinstr-id="30"/>
+                <instruction instr-id="198" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="176" x2="513" y1="539" y2="559"/>
+                <content>Specific events are recorded as they occur using an event log that can be included in a patient
+diary or other reporting system (e.g., interactive voice response system).</content>
+                <instruction instr-id="238" subinstr-id="0"/>
+                <instruction instr-id="238" subinstr-id="2"/>
+                <instruction instr-id="238" subinstr-id="4"/>
+                <instruction instr-id="238" subinstr-id="6"/>
+                <instruction instr-id="238" subinstr-id="8"/>
+                <instruction instr-id="238" subinstr-id="12"/>
+                <instruction instr-id="238" subinstr-id="14"/>
+                <instruction instr-id="238" subinstr-id="16"/>
+                <instruction instr-id="238" subinstr-id="18"/>
+                <instruction instr-id="238" subinstr-id="20"/>
+                <instruction instr-id="238" subinstr-id="24"/>
+                <instruction instr-id="238" subinstr-id="26"/>
+                <instruction instr-id="238" subinstr-id="28"/>
+                <instruction instr-id="238" subinstr-id="30"/>
+                <instruction instr-id="238" subinstr-id="32"/>
+                <instruction instr-id="238" subinstr-id="34"/>
+                <instruction instr-id="238" subinstr-id="36"/>
+                <instruction instr-id="238" subinstr-id="38"/>
+                <instruction instr-id="238" subinstr-id="40"/>
+                <instruction instr-id="238" subinstr-id="42"/>
+                <instruction instr-id="238" subinstr-id="44"/>
+                <instruction instr-id="238" subinstr-id="46"/>
+                <instruction instr-id="238" subinstr-id="50"/>
+                <instruction instr-id="238" subinstr-id="52"/>
+                <instruction instr-id="238" subinstr-id="56"/>
+                <instruction instr-id="238" subinstr-id="58"/>
+                <instruction instr-id="238" subinstr-id="60"/>
+                <instruction instr-id="238" subinstr-id="62"/>
+                <instruction instr-id="238" subinstr-id="64"/>
+                <instruction instr-id="238" subinstr-id="66"/>
+                <instruction instr-id="238" subinstr-id="68"/>
+                <instruction instr-id="238" subinstr-id="70"/>
+                <instruction instr-id="244" subinstr-id="0"/>
+                <instruction instr-id="244" subinstr-id="2"/>
+                <instruction instr-id="244" subinstr-id="4"/>
+                <instruction instr-id="244" subinstr-id="6"/>
+                <instruction instr-id="244" subinstr-id="8"/>
+                <instruction instr-id="244" subinstr-id="10"/>
+                <instruction instr-id="244" subinstr-id="12"/>
+                <instruction instr-id="244" subinstr-id="14"/>
+                <instruction instr-id="244" subinstr-id="16"/>
+                <instruction instr-id="244" subinstr-id="18"/>
+                <instruction instr-id="244" subinstr-id="20"/>
+                <instruction instr-id="244" subinstr-id="22"/>
+                <instruction instr-id="244" subinstr-id="24"/>
+                <instruction instr-id="244" subinstr-id="26"/>
+                <instruction instr-id="248" subinstr-id="0"/>
+                <instruction instr-id="248" subinstr-id="2"/>
+                <instruction instr-id="252" subinstr-id="0"/>
+                <instruction instr-id="252" subinstr-id="2"/>
+                <instruction instr-id="252" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="176" x2="508" y1="491" y2="520"/>
+                <content>A set of pictures applied to any of the other response option types. Pictorial scales are often
+used in pediatric questionnaires but also have been used for patients with cognitive
+impairments and for patients who are otherwise unable to speak or write.</content>
+                <instruction instr-id="275" subinstr-id="0"/>
+                <instruction instr-id="275" subinstr-id="2"/>
+                <instruction instr-id="275" subinstr-id="4"/>
+                <instruction instr-id="275" subinstr-id="6"/>
+                <instruction instr-id="275" subinstr-id="8"/>
+                <instruction instr-id="275" subinstr-id="10"/>
+                <instruction instr-id="275" subinstr-id="12"/>
+                <instruction instr-id="275" subinstr-id="14"/>
+                <instruction instr-id="275" subinstr-id="16"/>
+                <instruction instr-id="275" subinstr-id="18"/>
+                <instruction instr-id="275" subinstr-id="20"/>
+                <instruction instr-id="279" subinstr-id="0"/>
+                <instruction instr-id="279" subinstr-id="2"/>
+                <instruction instr-id="279" subinstr-id="4"/>
+                <instruction instr-id="279" subinstr-id="6"/>
+                <instruction instr-id="279" subinstr-id="8"/>
+                <instruction instr-id="283" subinstr-id="0"/>
+                <instruction instr-id="283" subinstr-id="2"/>
+                <instruction instr-id="283" subinstr-id="4"/>
+                <instruction instr-id="286" subinstr-id="0"/>
+                <instruction instr-id="286" subinstr-id="2"/>
+                <instruction instr-id="286" subinstr-id="4"/>
+                <instruction instr-id="286" subinstr-id="6"/>
+                <instruction instr-id="286" subinstr-id="8"/>
+                <instruction instr-id="286" subinstr-id="10"/>
+                <instruction instr-id="286" subinstr-id="12"/>
+                <instruction instr-id="286" subinstr-id="14"/>
+                <instruction instr-id="286" subinstr-id="16"/>
+                <instruction instr-id="286" subinstr-id="18"/>
+                <instruction instr-id="286" subinstr-id="20"/>
+                <instruction instr-id="286" subinstr-id="22"/>
+                <instruction instr-id="286" subinstr-id="24"/>
+                <instruction instr-id="286" subinstr-id="26"/>
+                <instruction instr-id="292" subinstr-id="0"/>
+                <instruction instr-id="292" subinstr-id="2"/>
+                <instruction instr-id="292" subinstr-id="4"/>
+                <instruction instr-id="292" subinstr-id="6"/>
+                <instruction instr-id="292" subinstr-id="8"/>
+                <instruction instr-id="292" subinstr-id="10"/>
+                <instruction instr-id="292" subinstr-id="12"/>
+                <instruction instr-id="292" subinstr-id="14"/>
+                <instruction instr-id="292" subinstr-id="16"/>
+                <instruction instr-id="296" subinstr-id="0"/>
+                <instruction instr-id="296" subinstr-id="2"/>
+                <instruction instr-id="296" subinstr-id="4"/>
+                <instruction instr-id="296" subinstr-id="6"/>
+                <instruction instr-id="296" subinstr-id="8"/>
+                <instruction instr-id="296" subinstr-id="10"/>
+                <instruction instr-id="296" subinstr-id="12"/>
+                <instruction instr-id="296" subinstr-id="14"/>
+                <instruction instr-id="296" subinstr-id="16"/>
+                <instruction instr-id="296" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="176" x2="504" y1="459" y2="489"/>
+                <content>Checklists provide a simple choice between a limited set of options, such asYes, No, and
+Don’t know. Some checklists ask patients to place a mark in a space if the statement in the
+item is true. Checklists are reviewed for completeness and nonredundancy.</content>
+                <instruction instr-id="318" subinstr-id="0"/>
+                <instruction instr-id="318" subinstr-id="2"/>
+                <instruction instr-id="318" subinstr-id="4"/>
+                <instruction instr-id="318" subinstr-id="6"/>
+                <instruction instr-id="318" subinstr-id="8"/>
+                <instruction instr-id="318" subinstr-id="10"/>
+                <instruction instr-id="318" subinstr-id="12"/>
+                <instruction instr-id="318" subinstr-id="14"/>
+                <instruction instr-id="318" subinstr-id="16"/>
+                <instruction instr-id="318" subinstr-id="18"/>
+                <instruction instr-id="318" subinstr-id="20"/>
+                <instruction instr-id="318" subinstr-id="22"/>
+                <instruction instr-id="318" subinstr-id="24"/>
+                <instruction instr-id="318" subinstr-id="26"/>
+                <instruction instr-id="318" subinstr-id="28"/>
+                <instruction instr-id="318" subinstr-id="30"/>
+                <instruction instr-id="318" subinstr-id="32"/>
+                <instruction instr-id="318" subinstr-id="34"/>
+                <instruction instr-id="318" subinstr-id="36"/>
+                <instruction instr-id="318" subinstr-id="38"/>
+                <instruction instr-id="318" subinstr-id="40"/>
+                <instruction instr-id="318" subinstr-id="42"/>
+                <instruction instr-id="318" subinstr-id="44"/>
+                <instruction instr-id="322" subinstr-id="-1"/>
+                <instruction instr-id="326" subinstr-id="-1"/>
+                <instruction instr-id="330" subinstr-id="-1"/>
+                <instruction instr-id="335" subinstr-id="0"/>
+                <instruction instr-id="340" subinstr-id="-1"/>
+                <instruction instr-id="345" subinstr-id="0"/>
+                <instruction instr-id="345" subinstr-id="2"/>
+                <instruction instr-id="345" subinstr-id="4"/>
+                <instruction instr-id="345" subinstr-id="6"/>
+                <instruction instr-id="345" subinstr-id="8"/>
+                <instruction instr-id="345" subinstr-id="10"/>
+                <instruction instr-id="345" subinstr-id="12"/>
+                <instruction instr-id="345" subinstr-id="14"/>
+                <instruction instr-id="345" subinstr-id="16"/>
+                <instruction instr-id="345" subinstr-id="20"/>
+                <instruction instr-id="345" subinstr-id="22"/>
+                <instruction instr-id="345" subinstr-id="24"/>
+                <instruction instr-id="345" subinstr-id="28"/>
+                <instruction instr-id="345" subinstr-id="30"/>
+                <instruction instr-id="345" subinstr-id="32"/>
+                <instruction instr-id="345" subinstr-id="34"/>
+                <instruction instr-id="345" subinstr-id="36"/>
+                <instruction instr-id="345" subinstr-id="38"/>
+                <instruction instr-id="345" subinstr-id="40"/>
+                <instruction instr-id="345" subinstr-id="42"/>
+                <instruction instr-id="345" subinstr-id="44"/>
+                <instruction instr-id="345" subinstr-id="46"/>
+                <instruction instr-id="345" subinstr-id="48"/>
+                <instruction instr-id="345" subinstr-id="50"/>
+                <instruction instr-id="345" subinstr-id="52"/>
+                <instruction instr-id="345" subinstr-id="54"/>
+                <instruction instr-id="345" subinstr-id="56"/>
+                <instruction instr-id="345" subinstr-id="58"/>
+                <instruction instr-id="345" subinstr-id="60"/>
+                <instruction instr-id="345" subinstr-id="62"/>
+                <instruction instr-id="349" subinstr-id="0"/>
+                <instruction instr-id="349" subinstr-id="2"/>
+                <instruction instr-id="349" subinstr-id="4"/>
+                <instruction instr-id="349" subinstr-id="6"/>
+                <instruction instr-id="349" subinstr-id="8"/>
+                <instruction instr-id="349" subinstr-id="10"/>
+                <instruction instr-id="353" subinstr-id="0"/>
+                <instruction instr-id="353" subinstr-id="2"/>
+                <instruction instr-id="353" subinstr-id="4"/>
+                <instruction instr-id="353" subinstr-id="6"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..e0361936c100385f82c51045b0f53910053b90b4
GIT binary patch
literal 20491
zcmch<1z42J`!`NYBPq>-ARx8NE*;V(9fH!agfuKEDJ@+hA(A49AV?!2jnbu*bc1w<
z@9uie(Q`cC@B8~-|KIiQbve#6bI;6OGxOY^nFkhi896QxHw2fZb2Byv7X$_X0gh%5
zaYaRWl%Wn*Flzt^0x#0!k+ZRbL0tema(1RLs0`HH(E=(ij_V3@ftuRmdS<xY{}eM-
zLq2`1>vThBAU}MB=H1;m6jBT@X+a=o$Njh3o7^#@n)fwp3;fL+1y_tTM{*~2TB_(r
zd^26Yy(wji$X8g6{a)|od-91jH8N$Fk(h_bn1OkQ{Hk<W=i+dUF(Ogs_U_2QyO1n@
z@jErg`Ra=FuceaiQ|P98dix6Y#Wsn__;1uJPCAg?Ih^ixx0-ASS9`f;Y^>rjmbm4-
zv2#G<&-nV{hSK+tTxBicvuDfBIxL!^&rhB1@6R>KsmxTp%+_k#$ZjFfkzaO7I?-hs
zwyrx^(SX#ER@qKWj)%W)Oq=r@$`!iUUVE`a$)K%>b?0IbQ{UH*47lr^zVnt|UPKiu
zrAsx{!r7>Hh1Bn!hZQJw%z($&>SWb*=N0!VdMBiCm8FJMcR%ce{xo2}SFn-(A#c-d
zrePIx&NhGN?2>&0S*$U&(8i(24?ZG`u!dJRA2kcPB_~Hj^`t-Jh7}a;<2p8bivtU_
zVPdmo!mmF<hJwV$$5gj-{KYNeC9o=1i7=O57v~P|F|!cFyf^G&Y~|C@*68$z6fR_P
zreTkd9IRe45*fF(bvj_|WN&GwV#u1XrZ>R8T9T4T`AVO8<&&a7E9+2maTqjU)%bus
zHDj9lZtzQKODt`TlW-2r`xd*m3wYfs6~d0Kz)u834DDDe06ZqP!xMe{b<g)h-`1L2
z6py$NCd_H_6HpM{q_YabonvFZU&s_3#l&ye699YGu-&P><edFfI7`3XCvR}rh2)9E
zvlXjg8K2>xklq51vO1M`=T29^u$jBQPGp04BQctSU+ybEpU`1l4E&XTz6W)2EI6rE
zZJfuU5${G@MOaK_RFVx$8#@z3yKfG@tM9*@6;{8;7JGGns%|&b=-jfFq3TrVw%&v7
zvk&N4Da<{s0$bt2xgC$B7phjx90G*o`!)?)a@y@^H+!z+WVyga6jDLjIT>HOnwfb_
z0nkq9^G_liP#LPF_eNpju%U|gUj@Foq-A%ceDc7|Om@zkW<jO8QmtK8L@_G4IU&3H
zAzaZPH0@G^-kw{uA*eeU$9_LJm!L(3XV_W%L+-54C=RtOPu5AhlV{;e*zf_m^xjAq
z(QS9>d|vK*Mr_;dw_O-btl7^WyQ9gtT^=Y@0(!P5bnd1m6YtD|Jek3t@xS5GgbfMZ
zYntv*%;?!?Y{&5;J`Ag!n$3Ngq~n&&#2>s1WM`VhCZo9u8w%f)iT;9FKzsd@-GX*F
zgAnu@XlG>|jnZc;EW#<rzCGey=1PKTvgyYR^Rk`JLArVv-)HC9fadgMtICl(`pi%0
zbx*7fbuKiiNrl$O7&SCHWi?j%W>;^3zkJpDM5p%nab!X)*YMf-y<%aJvwrfaNupdz
zp3664c+)X#xsG)WYZ16>I|VvIvn*fcxj<$n%VPnmmUohZ8*}VS*scMSari&JXTCBj
zTM{G@9H0quJy@U0NgEVlaZ;XBYvAziuvD7hdEtizLi_GW=(!hg*I;=X<Nc%cUG`?|
zFZ&u<w|3Odm1;+uKcA=R%4R@44g-0m^ERp2Rz&W4QatZH+~F9-iX0kgiaC<e+p6__
z@!Zm-`BNw4&4S&`Sj0Bkq`i8wc?@ae*PbpGw#-*IcpB{SG5IiHEcPQg_XIsdUV{mR
z%rTkvCUVC+(w`qhcupD+b6FJP-75*4q&p#YNo-)Gi6c!YC&o|`xCA}fu&+7F<)ALG
zX(k9bVK~u}ft^+GiibR$AS1eVsgdDWauoofjV}4n?zFtR*gJ7H?&&d0;bIY&U}#>F
z_!;6wu+JyCK2GI<6)QPGOf;`}PucCc+zL7d&UgzObD*OC+u_QhA>qeI?*%Jv@9|Q*
zW7iyQ3mRL>Vh5wr;B)(^3&(fz`S7OMfqAWTX3H38i9Tz}5mKBMIVuVVKPr6k%INV&
z(mcMFH{I;7Io~M2-tOe-x9z0_)Y(dDj(Y@A>9w?CgFf+GOp^&8kjA{;Aep%s|FrmW
zbj(@XsLMJSOq_TrxBb9+(sz+J?V5P_l(H&n`3Ftf@0|UjHuWYdQHPZ>))Biw(XXE!
zYxU1(6`AO7FBu6&MPvjQ<&^fw_}yT(T9rqk0Iju7N}SG^@6t?IP*xATN_sM^gR&fG
zz5XcWqV~qhthYrHuRMoCSqjXQ^{M<JNx?U|VbYGo&g3zC1qlkf;qAla^lKCy%)u!`
zLMZQ6sWDnMBhXc%+z-<dpLfK(Cr$K{EX~z^Px-BhYCgi5)hIBhuvm9M#N!ZCkLT6~
zu&_A1Rcy{DM)`u|4z8OIcsa7^?DXv_S?s#Jj@f%IkB4rz28Zp<?lyR(Nu9gc9?oW5
z@lUSZhfMOytln_iHXF$8qRk+GtW4AWYLNTk$13kqp-3hpn_~$8`shf$Kk3~<VRaE&
z9Mz9`G5j|>YtmLXhj4gqkeGY4KfmS1d29fDwAj<T4iHl`Ge;3nn5|du1AmbIQkb99
zkRxTVoA`1u%|Pn|w-flCX1+#<IQN#+f_U-h!i@#SVC)wscKQ%`|5g4{a6*=JR8Tzb
zL;`bNrbAQ<${g=w-#dqKikxX*aHEX^F@!OhtfM0(GxKFIT2%)*QXLD&b&IoI3htwz
z&y433V|mH~mL5Ho3m)?WT_<%?9nNL0msB$=aF4wrW$4G(Ho3I1GwAX<!RI3hReK;)
zob;`j{d)y<g04ocq~Gh0K(2g;+&Qgw$kSV|aBKGPA+r1rd+vQY3y`^&rL4qm?s|W8
zpYth4h^MC6np@8sAms<_^dQ_a_=5TBcC67k>UwjO?yw$RXaj|#-c_SawTz#aX3EI5
z4arB9pDEGp(1Ou?%O5^pFydyKMCFyu+xqaB9;Wd0OFn0mK6rPeleBA^K6h%YOEl@G
ztu}>0au$6swgWkPUKeHvTNM2R+k2f}uX?LC@UM}^zuSsG=3G_1<kb&~$)hrTS`-m=
zJpHYA_m$5Ivx`Pt;$#|B-1S&%@r%1io6f+Xt-IR$n3ube!5<b!AQtpR`-!I9al8@3
z$uKpre0iVWPT$^X;yAkG6Jq7U-UC>M<0HDS2_G>sIa_B%bmcT_*FoSbiKV(cYo^ew
zT4g|XMGq6}=b%@LMP6s>$I93;Svf(kzpr||hJ=30qEd?8*>RpZ)6CZLDf(P5CxV)!
zkTQf7h1C@JL>Q8vF6xmU2H~)IU7_N$90p8r`8v2e&cd^{*L5r+;fcE35G_k`WAxgv
zAl{oYs!f~9feh}*qw?Zu7a(a{&33SOb8w=QCyy4fTk-hr)1E{<s0TA`h<nb%hG+p5
zO4NI3Xu~GK7<Qdv$_3riFyYVZvHcaBgH^J<J+F2-d$!4VikPeK_5o+D7`na?o!ju~
zgiMp--1ZcVQ6(PWw=<ObO8s_RWMkdb=)EJeS*3XSJ`=@OX0a};Nv_%%yi_0ZNK<F+
zqV92;JB@xdi6gh+K)*WalN~hKBfb%yWxZ;Sb?!P_PXbx<+46W1i3-=;{fHo&t@1`A
zvNcgFB1>xTmeX!Ou&6ER?oHGR&4Wq&*w;3-l967=l#nkk9qvnCC&{@yychaOG*Zj$
zj`6V50+x02s{Wk-5%FQ_BMkD3Q$SVG&Z~!tpORy}ymi0^6vwYgA8d#AzBE$UiyW^k
zFJ}Bw?h_a?RIgIFWy81W-q3$3Dsbb%h{fiZYkP`0(Cg^Yy@`oBO!h>!H{DN(hq>>7
zU@wT$r&EgtqGzU`hZqMR)xVqi0NL)lXp0;CW+$shuBp{0EqSo-cBnr*eWn~Jrqqv;
zs{hHJ>wW~C8kfx0ojrwCY9}KO%+qR34sFR^G<AoR3Q_`I4*om$dx*bYWJ*B0cDWNE
zX7Z0#D5{k;1D@2pfVqx47s)`zHZBA3@h9=U-Y>d5!lK51W}SL#le+%$AmybpkRir@
zW^!+!<%zEHTGaOH_cDLJ`oX86d2X(K24EgHYqgP?fs}3CR_R+{HF7TR{1=H0H`>0f
zzL_V=1(QCVWC)rOi%wE+lex3~Ij$+hk9s+Lkn$`re%p%N<?V2@+tZaR-G<n_iaa_=
z$)<?jkHUwKdz0A$QFRJ6$yGiMrP6mtwHzH6g!wP@e@A_UHLn46u=pb?faegQ1Tug?
zWWYc{2<{(+yu7~!8oY?u<Nq3HywRUbSP*nMboIsj`qZVOrY+>giM^<;e6hKC!=zRj
zp?o!i9+`GamCQqhqN2$cAmh!RwrI1$k%j08FKcofw21c^qN&XnJx?;;p?%-~?p_c!
z<G;xAD3c!d=wfFdy`Z}1`|$HGP2%EYUK&mx=tXGtK^L|DPBX5zp77ovf1Ui1rk!4m
zXcBmF$awC&x-xb|dcHq!XWY-~-0El$*1BeKW+*a=YGhCUozQl8QR=k2I%Bw4|9)8~
zU1MlB{bWI|DX$f<9TuuaaNZB@`#|6HJUTs`LYF|5b^U!(ovD6_%ODvo>%3e1XPvc|
zL9t&LdPbthdLPexpIm4)W}xPBy(s7YD0~B-{~nne>36!`)~jAhc4#BDCN87P;cLr6
z$md9q!P)WqWx@7GrI)zd4Sq9ebvBR1Y(3M1u<;TfViHN1>a@B>+-g@-%2%}ae>a>j
zR$k>8+v++b)bNd7VydWZ{3@6sBB!v6nEv~z7QY+Uvu)R^@q1n$bjB_G&*uvIX{t_N
zbbfbo%_?h9rd|qM;zQridBp?^dXK`l;PaxK;mhDrD8ZwunIu5TypE-SeyT5@h)>q1
z$5xxxXDg>Dkw)sP3jzlE8#%?iRX9z8zC>tH*$=9$ajT;(0;R1rHwR60R0-Q@;y-5r
zSaGhgD<<GHh7s?Gr4wzvFC0X#?UIm9$FeFZDi*=NnJb`^Tb?@Ru)g`0n3AKe2j6wL
zOUh!}@{=Nsu<gRvm{7lm>NK{~7@8wB%-lJ58BGa&rm$IfNt@28Q=ZAYN)gu#@kNE8
zWbo78AbCa5q~$~~wLZ4xhF8M4F|n-&iJo+x+}67j7kaBISN1O9h9k3*=4Yyo5z-EC
z?a(bNaAr?m)jQJ_({i%&+ILcgZV4y`nMsDNG|3eNCK9&aq3C^uwPaZ|+N7nJcD-qS
zq0<33Z7ZZj63}3VK~yMyIVStqBx^6{MeFSZKN|Ag7YO=f{j6w+giJVZCR`7|=;?vZ
zk5PGzl+x#8t@QxPj(kU-ybm*m?)}Ny&pN%1Y-3xI5RSzM?*gQN40T5>nuA}afib~8
z!MXbq>q}^x*BHh@XCRUEGVl>}j!+-fRYK5GgumA$NL2PYY1C(eF5*KjywYtl)=gq&
zk;;V><CoTwmIbSRn-&vmylI9mt?oHnGIS#?8v$bvyi%OrihkfGFuBkd#CoO`;9i}@
zPpI*L=PUaO%HS&Q-EDjvPj9QP`ez?8V=l#CDm}m1C#0T?=7Z{SDII$qwN5&tIXK+;
zX64Sa2M^nEv}}N$IbQT~=S{CRW(M^>xRLKvqfHB6ERjt0W*-sVDFZ$g5HO)A&yQ2W
zG#?Re=JboG=^!L-df-w}$1cmCkA3UzXY4beS+(mGXfrpqobe2TcHE`<)-<&F`la+E
zU9wm2DbFUZbt=q!Mu}v_{rEC?6(Ga7%4vJ>f$|v!Q2?1JO;bRt+0=%T?)cleBtPwC
z14^?dNlc|?fP&2>_zLGF2T-wK5q3h1VTJFoab00JhRLV?fcSVZVPeejA^9=+u|D__
zI8FRjscX3|%VS}*m9`0+@_qp4yjGOLuzMKh<Iok#JZz#c7L;I|*p={#d}cS@hpA&p
zdx6{9FHwv%k^{;r90yP&xZc&jx^*)7ZQ+aK-7rA!7y(fsj=?PvLPNZOwVD~yIoNc-
z+Olqt#Ds{1VQWD@u0HD~pG(^mP|_jb5F#P09&Jp!c|%iZ6heIvps1$twq>}VzEg6C
z(_iijPuc^k)38Ogu%nup#*T|YZ#tBCHum-P&Hd1$z7GO>1emptD|#{(KcD2oycind
z4qtkdj|mBW=JTGWA{p4|ixatM9B9I7!1W{@z`H1LhkRE%ilnkyrZfuR(U>uFHL=HT
z#Rk(uQP?`@WSY5wH~CXj2|)W><9%p_Kyaw^0nQwtbhdd7x;HC~F&e>ZhB+M10l^go
z$l?I5i<MNO8Bg0e_XqF=(7N`VE+_dhwT73xW4Pw>Ey2nL`;pj}Z_RyO6B5Vdy9o+{
zL&d7paY8_HHHOK9`N%L9{LHvD94bPbF07U92P8_g)=Z2VUc^4P*K#^uTPHi`<E}1z
zVsAMuz<w8cQELa|@3oUp9@4UawXxH_YvW{436Wuz5_cweYcJzx*_e4#g7YP%q!!)F
zOB&Nwp(YxBmNvmXwC{v_JL!4;j^RY<kEFj6(WEpt-GJ8sLO<F_k^$_*r7-bj9Eka=
zZ(=dy9>xwZS{MXx-V7+aa^cMlsU;c1%0X!d3EPGA5x(+%60=S>lKRNVStqY3;4$be
z)7|F-_8;_{IOoZIAw4s6IVk~&368uxxByX;0*_^8YnS&@Dfug}O=hUYcslAiZ-&U#
zmbkKeBrg}>(<bjwvvJ<itcWPero>p`<9=)_vl@=x^<0uO7OO-#{K4U3j(Pwd=ZF*Y
zye?q8L@<u_YO|i8n=a)OsmQfu<?(Wq77I-kvP9x;^yE#-RE7Fy*uKoBfu!XcNee@J
zc-9X)v56zwnQk5GU6=A=1@{XYYeh&y9WT5O=Gjl4h#6W&?ZvH=6t0AD#E6v(ejQ&`
zKlC6}Vbl#s>bt=>h*qRvTwofm@HOkZL)s?UY4h+cG~QcS{8i3udQsXeHFiFj$_i6Q
z5`9v08z;twL2uQTDQ#~i(hrYG%Z4R!?dadO%OzS0*3{mp6*~vm8^k^CbNw28Anklv
z1w+NR-@Bbnx!7zOZ3Z3Y+>w7Q^||}|*SG*PkI?tVb!-~nsmZidxY3??wFIzPW|`$a
zAu|wU{vHtd`7#UJca>^6<XPTpVgY?+DDKIcfV|Fz9Ou5?cwCCmC841Ql`r3d;^yQ-
zxe}Z$H8NC_%}r%7V)nokclT|dER64K&%Cl>(~y>>^Xs-aToYaF9V&qDSO@777+n_b
z5EYHJxRD48P7v!!am2o_G~J0FW!;z7mN!P4fC*?|LU8sgZtW1NqxN{hCv)Roe7d5o
z?$b<<LEP`4MXNXgVorG!+SF#}-#o`<#TW2=mCmrUd^aIwV>gH@RMT*E+f;j_zlGnt
ztqYi6!>Pk1^NNvLZE<zHv7p;ymeniNX2^>dFglWr8@wzU#eK{~X|toWClYam5yI%6
zV3NZ-(DGoelhw|sqe}S!qkrF>;&V}hBHAMKFx*L~bcnF2y};y+RwJxQ)PztU!8AAB
zmqQpkj+4BZZv#(K9Un4%dfvOXzkDkK%^+?D9iY*rGaaDek1631ih)uGUgSry_xC;3
zplHrDJJn$C54kd{r{cu}GURENG#N1YtK4HBJuXa6;CM)GxPgynAeT~G(Wc<gzml5|
zJZAUn_MZ@cNwQL0LM+tg;-i*itygZDVxeS$z515Xaz+rN^rHdao?#f}D%;I+GJcUN
z+42l$^tisb2Z{tcAJm;SWJ`>O)!AR&_A+1_Oz`Wiu-=L8;K04~;4idan><777Y{bl
zrO)1WPDPQm>+cJc_ZAB{pgaKY+&|iHSFR}(H+@T&!a2{*jZ2#^ri!k;MHAn^*&?o5
zNBQ3Kp|@PZCS7LDQG-=ye2!{k8R_k^x!P*7_SZ+2Ci(skV0^@Fn-LE_vkcUOH)qLc
z<YE#aCW%obW=)Zb*eqyE7=DRZeNS(_emE2BC59i#PeGA9o+jXWe+gRlDiPh3-hiKp
zztZCE!fVXfIvG>!Sy|M~pli;=N@X|6_ps9YUS3KWn@mC}Nu7P^w(QLI#hXGjy0pKM
zdrP#Ww+r1!NavH9rkN*R{~C9UC+6Si#_&Qr8jLOqy+f~jykuSG?HtuLyjYLDXtQ5%
z;HIRuDN4x0KgJ>=-96($%bM=FFSNUytJo_DIOnedGp>o|e>E^`+vm9ds$}EgX^mBx
zoE=^3EeY4Hel-1J8!wUiK1_0v#z@jv&GfS9dT6?GSx?A18K2TDcvEZcZ=$DjKaUi6
zq6>KPA-52>k!g;vIcI-!vk8?(VnuQI%bgTHW8MRz-P!Vl&)~xMoRtUDE1Ug60xxD?
zzf;^n&9@NFx=l@F!@w4>JFC`h`N2ust6_kG(_?}86^yR(4*n$%_<V?{^n?GsZ@Ds!
z*h@|nigXHZaB*g@v|gQHCA{P|m=Ucq8gM7au<-zv39rwa!<w)`Bd2>KkZdR6vWv$i
zRDh{7RVq)D_LK|{6z1XavMsadP*vLV8wEf~nh?q+374z|K||TPyKS*!6tsSsH@B2a
z>tQ6O$K64|HPteC8cg>b(k`v0{_mSs4@CFh@cHLtC^d7Xnk0XbdW6+7+qTK1)wj@o
zvY=|0a^b09$j`7oqD|F%cYbmgqxF5-G|gjn*WD^UX`Gu5H8iR#xq%gSw^DQ;Ly8%^
z*@}2BOSVMRh=FTM>aS78vdbM&Ab^64KGclcue}w&d#2V|zXk<pe0IgaZUSTCXV;TC
zgmdnG>+ZdK<M>vs*y6*dlU~h%-$%D@D4Z%Kd#MN*mup|u^+AeoJSE;w&4xEKSP6$;
z3u`$E@70x`zIBAZOubu<=I&zVOV-7pOlpfuM4_(qj<B&}L{k2tFyTtP>V&cMZE^K`
z)(^A9E}J-?f9a2?RD0uA`Oxg*DmVPtcS<FVnl>bB_eJ9w>I4xAfi&8&c<sG*O}8u`
z<)_XxMttM`r~FcY5J@m8mZk@UOSPMWs=u&W`+I$?{K59?2LC>M9ZN2{H}h@w${l;X
z_Ak>`Mwz4s+{mAJ-%lO~L50<hDb9&2MO>npMl~_q@2(tN^9Yq^n_^3zuG<|7j#Mir
zskP1!yQoYlX6PUt;hQs%eM5$uZ|U|%ow#pj!lq8p*tST0)OE-I;du4Cm6`yt01V3v
z%aJ*bMg^Ns#=e7$({?Fh<Uo8}d82!`slHh_5enaAYw3LyX1OxwBQ%s>s+}jyO7^6_
zRRi~#huHPlD?rA;q2IB-_tygaQhq&#rzT9!H#rNJ8k|Zm<8HH-hc~Ay%}0~-7GQ9m
zOLo?0g#auTCM-gpR2x>!f!IA)C3U_Nra_GLT^P9n#8Hb1o(9#YRVN#)K$DXcur*G-
za<U6Uy_`L2iqq94vsZ5?g!YBgeDp2oGM#X=3z3#^g~qF{UfMUQjej-6A4(2<KD}-4
zA=IZwB~AYXW1BV}8%%0+Q1kev;o!)ObBOT<+V0r=IrpsNZNDfJ@a8erK=5^|HrLMa
zBRWG%PhL-j=~7yJJ!~T#pABt=T9Ic!6pac=&Cu8z%=cyh36@P$`|YY>$wSqC&slf{
zmx|lw9~4W-Dn8T}CN4vl#gH_6G?3yf(QmTN5oRP6)pJPRfw^*Pguo!J^ae%T4wR~x
zH}!^s`gW^cyl(TS$2fsCVv^9029c)Qnv+TM3Akw-VA4>YVe>f)8JYmnGjwI)m~wTU
z>ajU>VXsLgjm0I$WgkcPlaA9@MH0HF=66sfH))3e8iXbD-1oZ5`$(pO)5Vk65@ai0
z*ycG6!z?svorZDmg2M%R<bz!)CzI!?2Bp}BW3VWUWosXxkQ`r-G^*JMq4-Fs>Ndx>
z&ubITROJ+zJ<#&J!_HPco%({ulhNK3s}cC&PO<N(kHCRW;y_bV9+#-(#e(ycFs4M+
z`8npit7F-5v`E`CgU}FstuyV%VFXVJp@Dsvv`!T$?!FbScj=h*aNfQY;RH^DlHM54
z;*RLd-k_jS4_{ami+>}y@LG;Era$z0yADv@!AEaed46_3a)dirWYjdtg_at0os3to
zN&;j?5t=}dEYYM`b8!d%X!j%Lr1+A9u##c^`T~=G?X$%P9W<5}{IQl-B)IKu)_vAb
z#oe8xrpVQ0B50fi#$|Rli8Zgeof%IoB=LZ0O?*onvrg_5Rc$BG_Q!pGun$DBcw+;!
zHpYrvwCLC{nALh-CNDfpbE5?>zN@;R`+OlF6Afj$mwj|RmF3Y%tDW-c3?QuhD+-g^
z)=6~Q^5<7ohj%#-T|<(xMx4K}ScPf6_(oi3l20f>;A83X`62EbFxp6o*f0*APf|9+
z!V(l%((qx9IYr=Ag%)NiCGKKf_ge<5DGf3iUw0|BR4n<|$LeomaoTh(ylL)bH}4*f
zkXT%@7?1T~l(H`on5191I7{uMm0&&B;O<J=pY36<Y!<N@VSlRLwZifEFg>rjUSqvx
zqh;D1-8r3gV;g;Y(^}YHjLbvc?fF=|m`LqK=ZE}NTd6#p+7DjOZbg2-qo5@JImvs&
z%HWY^-dH$EX@@w2!6X~q(Ws|Nkf#Qwmxnx#w#hJE#pOgyz0>ESSCC4<z|k+KG*yiY
z!-PA6WrxNu$(M1})8f2|bLj_D!EcJm-TmK|VHR`b-sI}}EIc{a;444B@|lr~UUNje
zW25{dflrj}rl+?)l=ab+;f(NJar8=g9qvB)gdKdNs=UqDB1vYpGJw8ZXFa0+c=o&f
zfO{D8lqPfV@PLCDfk+Q{+f_z~Tc*BSdL}zNXY5dgdSWUk`}18-e|K5i9$%?iDLN(H
zQ;M!NYln#5a8u?;>m4kX<IT{N-I6Y2hASeU-I1HWfpJKX4FSeMgh0H1f^p#APyNCF
zqf`Ho``s>6UBnIh9P5@9LDL<LwD$dMX0)VL#o5x=y2F^%?OM=Ku_Y2)Px1ZBj4kh(
zZe%*G0urK2J}xbNN{QJ1cn9-if&bC>y`^tzFCNQ0?-Vh9zTG&3c~MyYJ(*{nhsfiq
z`#4BlEa||mXtlFI<kT-q>W)xI;m7%tq|WuZrEjbB{`LD;6P1Z2lNy%|whS9pMU(H&
zEIxi)YOhGnTqk6pqrVEOU)t%R_ruQ#R~3`%X79h05Ys-uS54}4mZqHCUOW;ZrYFkL
z$~<EfQ?<mfQ8hlBXJK^{3~k(g@ucOvkgi}34e!=rHjU8%taMS0g$7m%(=QA|bx*7f
z^S^VkH6i}!J_Y$H!Q^~KCad{KYrmahc+FgV*d4!J@zmWR<=l08A{=FWu_tkbBhb8!
zinEh7h9U}5BC1W5p=NNHd4N?AVAsU0Q2($f%)^$3n^Ut6C_^}O{eIcEuv$0c6sU&+
zJJ<a=f+Wl{E``f3Ev<r=R_2buva&|ZwXE6dE2l(<sH_xT8K;5A4<DR8h{a$EUoZ<j
z@vU&DWkKO5mu0Jhq0b1^o@ClS%FqL)&Q<a|hGo2&_7rFHsTSC`N9zV+t0^`LZe<BX
zEjD|utw|7aVNzrb7j33>ybUX=!zVeU3Xy*_%eB!^9yplqVB+^CJyEmipazPkxM&6n
zy<#?MeY)~(NV}$iZsQ}ql0dIcc@Xna51P>8MpDP1OBNV|?Un8`XxEXnF14UV2UWPn
zZEh$I!@J#xJIs?x?3xm99d!J?>}Ka&)}g_LcqEmJH*sA`8&)mz^o@_%BOVXm!sTb#
zsnd+zF5)eHxfVw`@?iRDZ-|#E^oo>Z%it}2S3J$NjLRU#wgF<m)A4~T3D4elJ+?i;
zkD82o6pSkCzNXSJx7(1<ccFF}gpilL!Y-N&z80@$uw+~o<F~brTXvJv%1eTeY`$|!
zts$Pc+d8-unj3azqtkz%&1j{aecY?}MTA$d7#J-C&zp|;($p7!oUAj(-wzEYr}OT<
zq=Agl3_&7R)=MifXL3K8>xE||+rx}`Icn05q3naV_F4n`5(W2m@;}vB<%D~hx64%F
zW0((vhl%1!?qRxxi;X0CTjVJ1k-1&h!iv9JnChHUKeN7;`X-|khCRnoT~>}A*bsJ;
zj)n;jEq)+Y%-*-e-ja)o6IPR_YTea;k)hO&re~(kOh4WZq++MB`{F#;>K41VuSIs(
zK-5N@@UGYU4bUL2rl~b!KGuG49dV-pQ+`irUB(FEmriV%sEsO6*^bd@tI0PVo!smx
zQc5eruVo5xp#?C*(U9nGdW3Fw*r$)>i0Zg{4OpLA>t-qKKa<1+Ul*7&58e#IOj5_U
zvM|OwI^*JE?F;^zbf{%mC!X_KNPrJo(j04qhe6O|_q0EUdB5(XQ}S?i*E2&Nyuzw|
zj;qW0H|gP1<n0@ld}1EtwC6r-uR6hLRFbkNg2&OzPg#2^vrer`Cxxj(L|AJtuv1Mf
zKlP7}zRY@+w*HhT^kBTE%&CdR`0Sy8ldcr-fu!Gc^6X>l8n!xC9W}Wt+Qr&y>tD&T
z)#nC{Dx8}iGL&9}W@|E|3-*Jat$RBN5IV#pFA#+2O)>55Bz<`YdQFPuM&Dc+TnxZx
zawOD9Si+94JQ9VaT)h-X$Y@i0f6gIf&NY5U7J1iOs;pwDti#c*zo34o<xM&_1@qv`
z#|9*9i_BP0W5hp|JiYr|$%O^CMRply#<iA&D^8-ksHYMW^4%wq#PRck?sR6@^c+}r
z6!#$iX0Z$kJ6VI7bU4ZwiuE_w*<c{sHeS#v35Wv4J08V$$S{J@Y{WiAY{*&vma8H3
zrMWIChxk2BzU}qeM~UiBrvqXNSl?m3wKu?_{z`z^a1fNE5Pw74wFSFd_Q{+@Z)G(}
z&yj^gLl^aOp30u9ZNr8iGpz)nW~Gwrek8Ho;ma8o()trK!H=a&f#}I`niN*5?k3!5
znDjAJrt~4c`++kG2ikaI4vn7<aKgomn#r~rf+jBN)m6w!N0VMpq*rs@RtPO=Y+W1O
zJXNxlV)eZ?w7y1H<L49(%TpA%YGQ)}AP~}?2Ye2Gm{gzNNGv3;A1RAJIe53ZhL`p(
zH8yYEE<LYK`dY>_x7zvTiN`*8Hr|KF6{uY)ZZm){CQOenRo}|{bu4VFyfE-Xi*o#Y
zin{Hz)*tG~l5OB*Zl`LIKyXv4=2>dyh<v(PIZx|*ye|F2y;6#4vtXyiE9Xby$B|mM
zTwOS&PaRaNl(&~xUkIQr?Z2~mLm}-%tpBmg(~FkiBw6N5){9$&fHd~ef<s_~(Bqo>
za~^!p>G1_y4^EoubVqcTBfKm`XI;_vYVgnO3Ie#?rZP2XuNVi6^zbl<%g3l0ebyua
zQIt17_)P#P)P1L6vnH-I;qnEv_ZgJQqN=TevbcOD43}jTA#19-WUm`LtBosNYi%db
zhCF*C+)<K+90nPyujzAtV8+lZ7|!f#-kwYndY}6>`<hUI>To3!lO4fiz0PRzl+a>p
zs{iHGVeIRJ;M4~5Z?I<&C8n$vHB+b96I4>=bwv_SbVo^v?GP(DqZ#H#I_(oYE`sN>
z_kynnyw*ceWGjLsdld!bJzpu@A|nm8CgIqtm=4Q0+wQ9Rz-(4pAXyr4F-9;$ndLcO
zSoM+h<9y|6@iz~Zwmxi^rC#DdyO~HxC=MCghZ|e<-)=Wj&ik*PMZe7o<gA^;hpkzp
zc?cBm<JaPE1WAtTYCrbolDM}|iC2|uPMhXyTahxuq;8PSajB;T&X$zc1&}46tGV-4
zrhi+oc&F`3tC|*tFFU->6TM*gP=&$o1kA}>T9;ZMD0cgrZs+;eRYObJs7d*E*#XX-
z$(?LHB^>|{buItg<|iNLo(wp&0iI4p3<^%iVC?g+D*K$*-S4OsmzJjaLeDZtkeJXu
z=$D=lQeZ81#_Ddqq@783V|rkyRJf-O9qTmtg*$E|G>81;+p+I#A{TVRvtf{;ocz%y
zs;!;!C(u|WrP7%aEy;E{*tp>=0ypr;DmMDmyJn`@#t18KpJZH3?Smhbc#^j^Dw0l$
zukeKz>6Sw^s<GP?r*u=p1B+hG8s2%1Y?UatD#dGf;aiUQCu1x|6Bx4Ve4$$r0O5?p
zB$96_8uZ?G9iCCPLQ-&`HX>{e)9>Hu7iZf})b(%BPZpLeznxDjG^nVsmrlI8HM#h4
zU?LWa$ut$B3fve5%u<`g2flUQ?r~Zu>g<?%Q}&{wj%r)i{Av2Qdj>HE4FM;fWWU?T
zC8he3FP{aM+b*#tOpmaR#%Vc71KK6O@&rWrwW(Xiy4UZ)z(GB4rUu5AZC3SiPC#d*
zlS>(ko8LatifRYzF4R_6+h=g=G)ySyzmZ8VY>0HoK!>O;FXE<oJE9JXb7j3_P3eDW
zrhLn9*05&3L+E8w$CRrn&m+P5W;8q*2M42xz>(mCbS&xzN9f!RIR2GyOS7LQ)%B8Y
z2vQJOJU1p|qJBEfq7-JDNuf<?Ik_FVLuTxuAaZk(rPESl_psT~zpaw3ksDk0UF;`{
zlKJbmZ0722F{2N?EA~`~X^fv3yJyxD*=}PKCz>@hrkz$DN=QWr;go?m@o1)18NE<;
zgj`FgAY(Gb$ZX#dW$4FXEWnNA>9g+$dObcn4rw42nF__ux2|zxA!Uk2n;c&`X3ZS+
zzKBd2zY&tB)nNRwZ>!NyibUr8VxVD%Mx|<RjN`*(Zp_l#kayPOd#K5_u+tu)#+1r*
zt!@Q^Jd)m|n>`Yk&s9FbsJFj9K@Hf>2_^zbUNdBHJ*-V$+~2Kxp6cHA{t27f@)W`L
zx(2D-Ju|PvkIjwN0FgqH?uwYmp8oh!=km1JC0e`S3FpU?B*9I~&G&n0a9KS&z}~?f
z@u#fO=>3g)dZA<!mBH7iS9O+QSd10Zd$5LyF!J_`E7_cwWhv(9?j*nKya{*MGvlDj
zv1nfP339A6jgZWJ@^Q3e3{oMD7)A-}VC+pME`_x<28M4}5&qxNsR|z6`Ymoi#sfbN
z@xgq5#toof4)L|UoS;1FrdCiM6{v-csg$E9KpzM{(C3E}2?+5T;__%Z!r)hj0YEsF
z3)BGyKpywQi=nQLZZ76fSNN4<br(l-EhtQ%2YxFVz@rWIgu&a%dcx$jkWE2Ch#La9
zJaUfk=DdjBHF4pWka?ux&+r~y0m$piZ~|!;N2gyo;07Xi;078Z$p5^70D`wiNCY4E
z{{{2lAN>Ac9*h|LAIu}KMEnn#2me3TJecnn&4c-WXC4_s{!f|zOYv|U!`%je^cz<I
z&s`e}SAae)(ycUcd4K2#DXJ!}ApmY>H-y{#VnYO1KTP;%Eg$@bx{Zq~41nYjz@uym
z&x4RX0e;&4AEt*lHienmIa>Y6$sew%<_5E~ae%r4{*Yb;3Ny8UQvx6e^&`#qhch8Y
z`;!rE8<-uG%>XRG5C11%00aWTh=d!F01$~LB7q_jb3|f_NbLSfkR<AeM<j_0B4>k0
z91)2HJ1&n56fToKGC&9L=-qz+009Nz9?lN}!czw~J3IKK`D2d#!MG}XCIJNg!879d
zKl2PhjP`FlyCN!_{$j`hkwcat*+p`%_7@2Zk^9O0590qU0xv(`e-c661?v98sJJ{x
zaek}?KW&P5{?Fp@AsG27jw0gmC+kQyk(zcxRM;aDq&P?tWGzxKIYb504oG4o9nySA
z5>7-dlJ38EkF@%~Y6j84&t8x{BRR16t7mOQ4mmio7O7e!$<LhCU-}h9So~KP5daGO
zSN;BQksta6{k6XS;p51H|Eytt1ZUiTF^crypSnS^_irlILA3ZO<WHYR`V>-2|Iow#
zNK&w%(0`TmkDUbRNk5i{UzQcn&voU;*6`OBgv%qP!lUZwVsC1P%cG{Q0s!IiXx|0E
zT-@Ma!~ChIpPtC03F5;=_NMvMQIQ+h4?V)`1#v-0Gr_a`xFF=J1<wlLf{?cOrPWWK
z5PPPT4g8Xw7n>yfh8+}cZ#5SSsEdt*6`P_3d?U1hdBMxH+?<^3p!SHZ7Wj*B$bIOq
z;eTfjxi$S+&ntw>i&PblCNDoO?;q^(LU4J1;Di5j{*gP#pWXh8R*;*@U-kcEt^8cX
zc%)2Sp@=sFp1bObvP#+<T3+^Mj&>^A$Q>8HW}3U$IKdoU0K7l+jokAQ^zhdOMHy{J
zc|{o&Qzrn=pBjX(v$_BXKM+~1<>d;4+ABI(Is$l+Ybsp3W-!Dn54<g+6GU&kzgX)R
zANY$e1*n}n6lP;?`opPyjQwXnhz>wMI{+h?{6if-KE3+&%d5Y>&EkiMi~n)k(lf&_
zR*bL}fFI(aI!6;XkWH1txt5TvGkS!Eq1<*o2%F0L9PO0qVfWL_Ej7R8ODCExx!L~N
z5t^HncZFx?$Fi==WpI`~2&lUKtw@{iZoj90%GLfMwhe0UO9mIYt2#)&mSdC)^$i|!
zEJf1tDy6~7Te6*T2Q!{wa;^@>=?<kiBssuN$inz1XX+7ZG)>OX$ZWedlFU0^D_~6a
zaUzwE+NX$jufJaoMY_}<a{i^Le;APKPm^#d@Mt^gIM^UQJ_8^%r1`5VWgXxZ@JaB~
zhVTXm!^1~4b$}uC?W)g<oL7c_*$<(2;7`3H{raE$XxrFBUAd$j?JRyB?mt)#Ii3H#
z2SxZxhK>2Jef-5T_{S{!4}BtQ|L7CJFwdXucw}rWEurw&Y54my{KW~v&*SXo2>(vc
z#>yII_){w6y7KQlA*A}9um8XYa#8yCel#8JO&$JKGzfAd`J2Ljadc$u{}0h1zr4%+
zmx=Q0JTW(sKqUZTp<p~i3H%q2{AK1Lb&c?wpUVewHBmLShyLp_BL$B-^tnI)E(jkG
zz{@Kj1P@dAgbWdL*UA;Z&&S6vh|431@JK`e!zTn^Tuhx5pa^sQ@%+PIVaOhEd45<%
z(!t6O9yr05boe544*-V1cOCe;1CNvdNb&y&iQwWxc>&;mY#c07@Xf;E&nQb6U<s!J
zupt60gkXp^h;_yoEWnP7Z2E^S{<AK51q1|tS#`E<*uu2iPt#K$9e;f<z!)srJaw3m
z*L@4)IwLb^oVgzLK6c>F7tE1qJ2X_;91~_t8(dlE_!=D|y~-y~cmzM%0o~2X=O<l@
z-gL^V#%5vWb(Q7N;_2azPdYkC0mg=hUx?YSeCqKjP2C2~^h~3m22ie|V2w#kQoot)
z-A|9-#}44+vNx>S>p2l{l=NXe%7Y42@?gGWshS-a9olsC-Z*9HMPYA}@OHuDO?dL9
zAJt4~$Xx$k$$gP5$M(a;FDkFmu26+-AVV~|XP>JyZ`}zxW4Nhh+fZ5SCOu?ZW4vjD
z;vVTkryOS`#eX!oiQ0t*jKM!L*C=(?Y$QHd#a&Q0A}R56eoF+ov)FtXM+BaA6U01M
zL>-YX-9^P{mUawdTAaaa3N$*Q%^1KS<L&kyh?1YB?+Q_QOZrkNRZgHMnDik@-UmH4
zme<W_H%+NTl?Xpn&UT1>G@+g%sGb+Rb~=+tl5{;hWMkkAeFwN1Hq-h7fbKzi%~ytT
zhNdZm+FF8POp?flTlbT`DaHj!X5h*!-wBvX-aWqbi-279ZszU{gJdF76JE|xx#06z
z=aENPe)4WddGR*I;7q=+A%m-z^igMgo_O}pS*Y(zpdHwZ(O=d(zbm`8e?3+__ZVA;
zQiZNKut5DCQC}iuaI|)AGUU1nzg!^Ncvc|YWjYauDY{*tJ!QM}4&`PDX<kA_+;O)6
zB+z{T-K9aZV5FUP^?Tbh%M4kXT@z`?8!gdqDRjSHJ8pG1I2D}mCY>WYNbJsw(vGw3
zHgMsoO%#>AlG{1}i1m})C*iO#S~lMp*Kk)&KDUzhkhud~kFI=n_pwlHdt&hi!Icjr
z)*+)#BE_8#r_r8cGxmI?$A~!<4cNi*!7>KWhLP^@Wy^F>nk%BVcn0&%1HfHAF6j5=
z?j_PKvXC&Ick3^5xTLA(B(7--r}yQ5vgR<9mQET5ib=!{Hsz$`_q5-8_o7T})9r}+
zJkIxaAVhla?x+08ylc$dzD&;(RPSm~S<sngY^Hb|-63|9zd=(gmpW)|2bRKS1$OG1
zKx*T{c1IQpu}s+SsdBV%VQ)RF@1-1c_at*=Ek7oanI$hC`n>Bi6G}9z6}1f(#GPps
zQjQ6CWG;(m;ziwmM35T#7Q4SNx|o$NFHtnui!jk4*vJJtH_9v+?^TMC+T^NtUG%ps
zqG9@pyXQO1_?90M6|9DzrE^(CjvvBN<34(eCbQV`PQBp6@@kgb$x4SqZ-#EMGm9~9
zC4Y?<Pay1GSmG55Z(edZ)j6$UX-|NrTG+gmA&Z<S@hg-wWq6Nnx*Ey=DG$+8q|9VB
z=8bS0IDQq@F(_WHafaUAO3KCx@M!7Xq4O3D^-(B@3*nTYFumeW$hQDpq(xh*y`|d8
z^a0zL9OmIr=g~Py`k`OA#JPiRU%P)tNd8y?4>m+|{sR1-nV7nZ`wVighfbaFRP)xs
zV4)^aclPN)z#dwJM2MNG*8Re?;1TX4%)0TcTk)mM{W0^GLXSOcxqYc;f)^I!cxf6o
ztR88s5WWJ`=XCF6Z03verhQ`qp9>s*j~BBOmE&F22)J6jy8R%CTwvyl%5iJ;+ne61
z!uaQFlFwpG<(l6M&CE^L(;25>ItAXE^?lgvkvFPw|Gu+|*ZsAT1a@7ux`*?@yX^~4
zaJMi|?{t6arFv~_GhALu2^Qu6-}Kd<=o%qr?;gu*3qGm&La9^MMUsnwYv}z(ZJ}12
zdue^R;0Dfv<D0GiRIQzS7Ndlp=hFJMheK_J)m_(!Aav+yF^no^qaU;1zk(M~`_B~G
z5|>-YT-&u*oqoNWcuV|KTfRY}f<%jDD|s46Lwlj~{IJ3Msy8gFdqU1lP6l?-M#HrF
z+Sqen1Z5VkFXSGK0jYE(m4jnkl0(^F;jEJPk38qj%oYj3%UG(pP<ihc)49}BKK@=d
zBx3~QK#tIxPpv%twz_%R+*9h3XO<O9OtfE$Lhv319m^CCtiJ0MSW~%Tq3^peGQBw-
z<Nn-dL@hSon8|rRiMrn~<?cJZf#gO5QVXDGN{2_^t^s#t#NbA|m=jlT;UT8&;DOjP
zS&yL5u~o~`u*6<#P15-AS6K75V}_3x^s{#<8y+~~l<drnTVM(G*jKwjErq?KTI1G+
z9`B3RMeACw88x}W1j!$}P98%AE28ESa$4T<c>&7i+VUis#phh|yc8_WUe+~FxrXuH
z4VFKv)FU>)vtEsm?|i1zHei7EK?0}9bf3haJ$*;!>Hafn<ADdaPt3$pT#M@{MA7w7
z&$>&)TrYxX@5UVBV{4CetG~&<VCvg)H&O>E$rOG7%QA2%pRMP#RAIjv(tks(`b_*)
z=hRt4e)}`ObQRj2v2b+i_*ptvQS=I|==+AVY*mkh4sjH>WxKmhrG}g}cq^s~%vqYS
z=c`8*N|p&PS?&+Z)jUuVQarygzl>U2FX_>Le{s-2a>m4AdOuVHeJ_D=9MB;@;;BbL
z*Je!t&eu!28=8bU7qOyAcy+%g$KeUv?R)v%j1Rb~&t4Kmebr0fnlT^)sYbxTUz_o)
z^!Fp;8Qe5-M6NvIT?3}<DRnDcxLD>qDS--U)HmKVJ4?d)L!8&C!O<zz?uo;Z#`nha
z*!8k0X~Ul<we!fnqQ+r|5HY4Kx4<u;oe4Z!uyZYjbee&N=1b-`H?iqHS86GT7@F@n
zQ*VTeB&3Ql^03s4stx4QLIswr7`{G__r*BRd>=8c|B=<wvBfB=fxsp^rCQ|9Bb~2B
z$*;c|xTQcahlU0clPpGw8I9jV?(p5>vs7Y}A{2aiJ6kt-K%AvQ8HbNOJ4ET#Jsg#L
zQVU6OhB!-X*=0&aX*mx@W%!Jub#z8^ly2)tszg(U(YeQGX-DcPQz%9yMCcb%vOhb`
zmB~NBdlqZru<r0`nZ?~h2DH4#?k=Fae&bO~Fw8st)7n$)K(9<}5QeSmQ_pelfa~V_
zRmC61H&`6L(x7<ccJ%YF5|c!Rv2Tn97u0+ZD;1_2nz%j8p>;c<U`*KGVuv8+=q}f^
zpO@?B>L#@DMgCp%<l^xHi<wev2Xq(dTLR2AjEU*up^hE`o+sZxM&cTP4oaSJ-O(*Q
z)~`x0zCG;twxB=xV8}~8_hks(bWp5yNhxT6$<iOZJ(m7_DqEz|X|#@kxRiAM_B2(f
zTZvcZj<Ec@cdtKcEDc?%Iueb<cQ{F|09`$dA)nDP^LAf&M8(OKK?C3FeLlTOArexf
zs<%l7|G!;W{<+Oy<@@Zknhh~i@}dS$$zCsp=*afmJ?QxRQJb+b-2JJKc55`{Mo$Ao
z@tjYL+83&MQ0uRg>yYc<5K}~5XL$nuew)o#I+be!y0@9t^<>kcfqJug+<)L+B-UEV
zlIq}KB7JU(J1pNqt>RIyJ{xyFX9;twG>5B!sRmkCVm?ZcUL>talw}8-W`IO!nsI_d
z>AOts7o)~TR$}_%pC*h6lb0@+a?~gt?^dy_%m!2v+<=Td`oP%gHIQet|J7fHsQd<i
z&`zwmD>9~y5|fvdlWG@dW}>a?sLp(BL0xELF?g4GG{-pg(P3V<u8MN*wR3mTFQ1QR
zW5gfu0gqE1JKMg4cCNxu6}DT;zaM}98sp&>;^k;_E%@|nilf5qJGn6$y`PR34|G4a
zP4Vq7+zcgt)BOF`LR?h+N&EL}n>a%uzefg0oao2vF&w!54dq2by*~jkEd;QIg!+C0
zhQB~pe*tC4TFbv46%jck?1hBFkPssh3PS>m|A4}fWip5s$X<Tpkv|7={m*D1i0{9n
zt-m3FNZ9+=SnW?h904}{fJ5|Dl>Y)Jz>uF&m*^c&CsT7<c*J6c2uH+Nx9gi&0X7z5
zth#(EKouuxsI`rPw+mFuTUFcK+tysjg7uC#uIL?81i;1RY3jrUk6Yk@tt$W?&x<ih
zYbwhzAqYH$J?)+B;kZ1&)85X(RoGLE71=}>o<|h(umX@IFk3NJJr#8T%+b-#)&?GI
zaSL&SxIkb|fTasOnDcOSu?2v*`B~vzx>#5WYr?~$A05J<#8|CiFehOi9uE%>ZVxcG
zql*;}NJvPC2gu9A%gY6);BxhHfSG!7Ik?`0kB4N$M(?j?4zAotp192&?RjkUctG4h
zo<9frGqALAbO0a*HZ^l}gNd=ax!G6<TM7v9LCh@$xh(iB1-L*Us0A0?(m*atApwY~
zCDcq1%**@da8AFl`M2@l74QMUa6Q0t!tet&3paD9ix{iCx-vlC+R+vE0~Z6p;ZlB9
zo<GF@-{J~xn}62=+@OD`K@?6StOCbvEWKpl$AjX$KoFP<2;l<qX@fw*yaK|!LL5Ml
zFc2up^AAe6@!?IS;eUV#{s)Qv2TgyW{H3X*i#FUP#C05O9UMIzB;k-L9H4{2&GBPA
zWTQW5M0pSv`b9VY+uAa9Qc?Nu`m(o2I5dJzSjN%Z4FT>d%KU$Em;Y@GTbTdFu#=mM
z9dd41nDan?0MD*)BZJ@^TbK)5B0zJvXPf@iFb~`#S;a-+m2kw`4l0hEd6IUp9~nCv
z#7q*lGj*^MWA)^+fLfZm*}+)hmO@fn{IG_djrflYvK`OQzW&8l$Rha6hMSG&uXRHl
z7x2II``_#6=VA#*F2z_q5KH0j$mvgj_|I9*_HUCKzWyVf81B-DS;8hGjF@6T2#^m1
z;uS#7E><9r6;1}9h5wb}uM-YW7pNsJ5CFkNEJr_n2y6=u@mm6Zl!17Gh~sR;58&`;
znGjeIet_`zGLWFqFLZqH(_JJ12qeV+8!ayg2tSzpdwX79!C%UR;Mmxo3_yh7xZ^*F
z1tGr>BP&4y0zf$6_jfuF7y<JCtqlHvILG;W85kr0M<4%I2G^_r9Dw_K83c^jO8;3V
z_>17kN)QCZ|63UtgaCj4-uB<d1@R&N&cfg5fMC$C%0*TJ1wjJ8DHZ}0`mGGUxBOFH
zI469+^T+qQQ6TW6=zs760>d5Tw=!O#-*gWKBMzwkCI<*4@Y@)0IfQ=GGs3O^*%l6#
z{zeCXG5JlW5JCRmZ7F~_tNS}I5MIb{x`IIXf0GTuhd4O<ds_jaU+G{jrf~4p1%Ceo
zz@ug34F$lR6Mjj?5q@9c$GPo~<0eEN4g|{p^hJfFgy4HVpP(EspR}Z`EUzq|07M2T
oCC4ix$uA87^NauADUdf{Tw$gzFytf#3Go4ia9LPn)#Pyh4{O*hdH?_b

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-reg.xml
new file mode 100644
index 00000000..569e3a89
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-reg.xml
@@ -0,0 +1,2203 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-017-6-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='166' subinstr-id='2'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='169' subinstr-id='16'/>
+         <instruction instr-id='169' subinstr-id='18'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='171' subinstr-id='8'/>
+         <instruction instr-id='171' subinstr-id='10'/>
+         <instruction instr-id='171' subinstr-id='12'/>
+         <instruction instr-id='171' subinstr-id='14'/>
+         <instruction instr-id='171' subinstr-id='16'/>
+         <instruction instr-id='171' subinstr-id='18'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='173' subinstr-id='12'/>
+         <instruction instr-id='173' subinstr-id='14'/>
+         <instruction instr-id='173' subinstr-id='16'/>
+         <instruction instr-id='173' subinstr-id='18'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='175' subinstr-id='2'/>
+         <instruction instr-id='175' subinstr-id='4'/>
+         <instruction instr-id='175' subinstr-id='6'/>
+         <instruction instr-id='175' subinstr-id='8'/>
+         <instruction instr-id='175' subinstr-id='10'/>
+         <instruction instr-id='175' subinstr-id='12'/>
+         <instruction instr-id='175' subinstr-id='14'/>
+         <instruction instr-id='175' subinstr-id='16'/>
+         <instruction instr-id='175' subinstr-id='18'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='177' subinstr-id='8'/>
+         <instruction instr-id='177' subinstr-id='10'/>
+         <instruction instr-id='177' subinstr-id='12'/>
+         <instruction instr-id='177' subinstr-id='14'/>
+         <instruction instr-id='177' subinstr-id='16'/>
+         <instruction instr-id='177' subinstr-id='18'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='179' subinstr-id='4'/>
+         <instruction instr-id='179' subinstr-id='6'/>
+         <instruction instr-id='179' subinstr-id='8'/>
+         <instruction instr-id='179' subinstr-id='10'/>
+         <instruction instr-id='179' subinstr-id='12'/>
+         <instruction instr-id='179' subinstr-id='14'/>
+         <instruction instr-id='179' subinstr-id='16'/>
+         <instruction instr-id='179' subinstr-id='18'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='181' subinstr-id='10'/>
+         <instruction instr-id='181' subinstr-id='12'/>
+         <instruction instr-id='181' subinstr-id='14'/>
+         <instruction instr-id='181' subinstr-id='16'/>
+         <instruction instr-id='181' subinstr-id='18'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='183' subinstr-id='4'/>
+         <instruction instr-id='183' subinstr-id='6'/>
+         <instruction instr-id='183' subinstr-id='8'/>
+         <instruction instr-id='183' subinstr-id='10'/>
+         <instruction instr-id='183' subinstr-id='12'/>
+         <instruction instr-id='183' subinstr-id='14'/>
+         <instruction instr-id='183' subinstr-id='16'/>
+         <instruction instr-id='183' subinstr-id='18'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='187' subinstr-id='4'/>
+         <instruction instr-id='187' subinstr-id='6'/>
+         <instruction instr-id='187' subinstr-id='8'/>
+         <instruction instr-id='187' subinstr-id='10'/>
+         <instruction instr-id='187' subinstr-id='12'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='189' subinstr-id='8'/>
+         <instruction instr-id='189' subinstr-id='10'/>
+         <instruction instr-id='189' subinstr-id='12'/>
+         <instruction instr-id='189' subinstr-id='14'/>
+         <instruction instr-id='189' subinstr-id='16'/>
+         <instruction instr-id='189' subinstr-id='18'/>
+         <instruction instr-id='191'/>
+         <instruction instr-id='191' subinstr-id='2'/>
+         <instruction instr-id='191' subinstr-id='4'/>
+         <instruction instr-id='191' subinstr-id='6'/>
+         <instruction instr-id='191' subinstr-id='8'/>
+         <instruction instr-id='191' subinstr-id='10'/>
+         <instruction instr-id='191' subinstr-id='12'/>
+         <instruction instr-id='191' subinstr-id='14'/>
+         <instruction instr-id='191' subinstr-id='16'/>
+         <instruction instr-id='191' subinstr-id='18'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='289' subinstr-id='4'/>
+         <instruction instr-id='289' subinstr-id='6'/>
+         <instruction instr-id='289' subinstr-id='8'/>
+         <instruction instr-id='289' subinstr-id='10'/>
+         <instruction instr-id='289' subinstr-id='12'/>
+         <instruction instr-id='289' subinstr-id='14'/>
+         <instruction instr-id='289' subinstr-id='16'/>
+         <instruction instr-id='289' subinstr-id='18'/>
+         <instruction instr-id='289' subinstr-id='20'/>
+         <instruction instr-id='289' subinstr-id='22'/>
+         <instruction instr-id='289' subinstr-id='24'/>
+         <instruction instr-id='289' subinstr-id='26'/>
+         <instruction instr-id='289' subinstr-id='28'/>
+         <instruction instr-id='289' subinstr-id='30'/>
+         <instruction instr-id='289' subinstr-id='32'/>
+         <instruction instr-id='289' subinstr-id='34'/>
+         <instruction instr-id='289' subinstr-id='36'/>
+         <instruction instr-id='289' subinstr-id='38'/>
+         <instruction instr-id='289' subinstr-id='40'/>
+         <instruction instr-id='289' subinstr-id='42'/>
+         <instruction instr-id='289' subinstr-id='44'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='292' subinstr-id='2'/>
+         <instruction instr-id='292' subinstr-id='4'/>
+         <instruction instr-id='292' subinstr-id='6'/>
+         <instruction instr-id='292' subinstr-id='8'/>
+         <instruction instr-id='292' subinstr-id='10'/>
+         <instruction instr-id='292' subinstr-id='12'/>
+         <instruction instr-id='292' subinstr-id='14'/>
+         <instruction instr-id='292' subinstr-id='16'/>
+         <instruction instr-id='292' subinstr-id='18'/>
+         <instruction instr-id='292' subinstr-id='20'/>
+         <instruction instr-id='292' subinstr-id='22'/>
+         <instruction instr-id='292' subinstr-id='24'/>
+         <instruction instr-id='292' subinstr-id='26'/>
+         <instruction instr-id='292' subinstr-id='28'/>
+         <instruction instr-id='292' subinstr-id='30'/>
+         <instruction instr-id='292' subinstr-id='32'/>
+         <instruction instr-id='292' subinstr-id='34'/>
+         <instruction instr-id='292' subinstr-id='36'/>
+         <instruction instr-id='292' subinstr-id='38'/>
+         <instruction instr-id='292' subinstr-id='40'/>
+         <instruction instr-id='292' subinstr-id='42'/>
+         <instruction instr-id='292' subinstr-id='44'/>
+         <instruction instr-id='292' subinstr-id='46'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='297' subinstr-id='2'/>
+         <instruction instr-id='297' subinstr-id='4'/>
+         <instruction instr-id='297' subinstr-id='6'/>
+         <instruction instr-id='297' subinstr-id='8'/>
+         <instruction instr-id='297' subinstr-id='10'/>
+         <instruction instr-id='297' subinstr-id='12'/>
+         <instruction instr-id='297' subinstr-id='14'/>
+         <instruction instr-id='297' subinstr-id='16'/>
+         <instruction instr-id='297' subinstr-id='18'/>
+         <instruction instr-id='297' subinstr-id='20'/>
+         <instruction instr-id='297' subinstr-id='22'/>
+         <instruction instr-id='297' subinstr-id='24'/>
+         <instruction instr-id='297' subinstr-id='26'/>
+         <instruction instr-id='297' subinstr-id='28'/>
+         <instruction instr-id='297' subinstr-id='30'/>
+         <instruction instr-id='297' subinstr-id='32'/>
+         <instruction instr-id='297' subinstr-id='34'/>
+         <instruction instr-id='297' subinstr-id='36'/>
+         <instruction instr-id='297' subinstr-id='38'/>
+         <instruction instr-id='297' subinstr-id='40'/>
+         <instruction instr-id='297' subinstr-id='42'/>
+         <instruction instr-id='300'/>
+         <instruction instr-id='300' subinstr-id='2'/>
+         <instruction instr-id='300' subinstr-id='4'/>
+         <instruction instr-id='300' subinstr-id='6'/>
+         <instruction instr-id='300' subinstr-id='8'/>
+         <instruction instr-id='300' subinstr-id='10'/>
+         <instruction instr-id='300' subinstr-id='12'/>
+         <instruction instr-id='300' subinstr-id='14'/>
+         <instruction instr-id='300' subinstr-id='16'/>
+         <instruction instr-id='300' subinstr-id='18'/>
+         <instruction instr-id='300' subinstr-id='20'/>
+         <instruction instr-id='300' subinstr-id='22'/>
+         <instruction instr-id='300' subinstr-id='24'/>
+         <instruction instr-id='300' subinstr-id='26'/>
+         <instruction instr-id='300' subinstr-id='28'/>
+         <instruction instr-id='300' subinstr-id='30'/>
+         <instruction instr-id='300' subinstr-id='32'/>
+         <instruction instr-id='300' subinstr-id='34'/>
+         <instruction instr-id='300' subinstr-id='36'/>
+         <instruction instr-id='300' subinstr-id='38'/>
+         <instruction instr-id='300' subinstr-id='40'/>
+         <instruction instr-id='300' subinstr-id='42'/>
+         <instruction instr-id='300' subinstr-id='44'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='305' subinstr-id='2'/>
+         <instruction instr-id='305' subinstr-id='4'/>
+         <instruction instr-id='305' subinstr-id='6'/>
+         <instruction instr-id='305' subinstr-id='8'/>
+         <instruction instr-id='305' subinstr-id='10'/>
+         <instruction instr-id='305' subinstr-id='12'/>
+         <instruction instr-id='305' subinstr-id='14'/>
+         <instruction instr-id='305' subinstr-id='16'/>
+         <instruction instr-id='305' subinstr-id='18'/>
+         <instruction instr-id='305' subinstr-id='20'/>
+         <instruction instr-id='305' subinstr-id='22'/>
+         <instruction instr-id='305' subinstr-id='24'/>
+         <instruction instr-id='305' subinstr-id='26'/>
+         <instruction instr-id='305' subinstr-id='28'/>
+         <instruction instr-id='305' subinstr-id='30'/>
+         <instruction instr-id='305' subinstr-id='32'/>
+         <instruction instr-id='305' subinstr-id='34'/>
+         <instruction instr-id='305' subinstr-id='36'/>
+         <instruction instr-id='305' subinstr-id='38'/>
+         <instruction instr-id='305' subinstr-id='40'/>
+         <instruction instr-id='305' subinstr-id='42'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='12'/>
+         <instruction instr-id='308' subinstr-id='14'/>
+         <instruction instr-id='308' subinstr-id='16'/>
+         <instruction instr-id='308' subinstr-id='18'/>
+         <instruction instr-id='308' subinstr-id='20'/>
+         <instruction instr-id='308' subinstr-id='22'/>
+         <instruction instr-id='308' subinstr-id='24'/>
+         <instruction instr-id='308' subinstr-id='26'/>
+         <instruction instr-id='308' subinstr-id='28'/>
+         <instruction instr-id='308' subinstr-id='30'/>
+         <instruction instr-id='308' subinstr-id='32'/>
+         <instruction instr-id='308' subinstr-id='34'/>
+         <instruction instr-id='308' subinstr-id='36'/>
+         <instruction instr-id='308' subinstr-id='38'/>
+         <instruction instr-id='308' subinstr-id='40'/>
+         <instruction instr-id='308' subinstr-id='42'/>
+         <instruction instr-id='308' subinstr-id='44'/>
+         <instruction instr-id='308' subinstr-id='46'/>
+         <instruction instr-id='308' subinstr-id='48'/>
+         <instruction instr-id='308' subinstr-id='50'/>
+         <instruction instr-id='310'/>
+         <instruction instr-id='310' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='4'/>
+         <instruction instr-id='313' subinstr-id='6'/>
+         <instruction instr-id='313' subinstr-id='8'/>
+         <instruction instr-id='313' subinstr-id='10'/>
+         <instruction instr-id='313' subinstr-id='12'/>
+         <instruction instr-id='313' subinstr-id='14'/>
+         <instruction instr-id='313' subinstr-id='16'/>
+         <instruction instr-id='313' subinstr-id='18'/>
+         <instruction instr-id='313' subinstr-id='20'/>
+         <instruction instr-id='313' subinstr-id='22'/>
+         <instruction instr-id='313' subinstr-id='24'/>
+         <instruction instr-id='313' subinstr-id='26'/>
+         <instruction instr-id='313' subinstr-id='28'/>
+         <instruction instr-id='313' subinstr-id='30'/>
+         <instruction instr-id='313' subinstr-id='32'/>
+         <instruction instr-id='313' subinstr-id='34'/>
+         <instruction instr-id='313' subinstr-id='36'/>
+         <instruction instr-id='313' subinstr-id='38'/>
+         <instruction instr-id='313' subinstr-id='40'/>
+         <instruction instr-id='313' subinstr-id='42'/>
+         <instruction instr-id='313' subinstr-id='44'/>
+         <instruction instr-id='313' subinstr-id='46'/>
+         <instruction instr-id='313' subinstr-id='48'/>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='316' subinstr-id='4'/>
+         <instruction instr-id='316' subinstr-id='6'/>
+         <instruction instr-id='316' subinstr-id='8'/>
+         <instruction instr-id='316' subinstr-id='10'/>
+         <instruction instr-id='316' subinstr-id='12'/>
+         <instruction instr-id='316' subinstr-id='14'/>
+         <instruction instr-id='316' subinstr-id='16'/>
+         <instruction instr-id='316' subinstr-id='18'/>
+         <instruction instr-id='316' subinstr-id='20'/>
+         <instruction instr-id='316' subinstr-id='22'/>
+         <instruction instr-id='316' subinstr-id='24'/>
+         <instruction instr-id='316' subinstr-id='26'/>
+         <instruction instr-id='316' subinstr-id='28'/>
+         <instruction instr-id='316' subinstr-id='30'/>
+         <instruction instr-id='316' subinstr-id='32'/>
+         <instruction instr-id='316' subinstr-id='34'/>
+         <instruction instr-id='316' subinstr-id='36'/>
+         <instruction instr-id='316' subinstr-id='38'/>
+         <instruction instr-id='316' subinstr-id='40'/>
+         <instruction instr-id='316' subinstr-id='42'/>
+         <instruction instr-id='316' subinstr-id='44'/>
+         <instruction instr-id='316' subinstr-id='46'/>
+         <instruction instr-id='316' subinstr-id='48'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='318' subinstr-id='2'/>
+         <instruction instr-id='321' subinstr-id='2'/>
+         <instruction instr-id='321' subinstr-id='4'/>
+         <instruction instr-id='321' subinstr-id='6'/>
+         <instruction instr-id='321' subinstr-id='8'/>
+         <instruction instr-id='321' subinstr-id='10'/>
+         <instruction instr-id='321' subinstr-id='12'/>
+         <instruction instr-id='321' subinstr-id='14'/>
+         <instruction instr-id='321' subinstr-id='16'/>
+         <instruction instr-id='321' subinstr-id='18'/>
+         <instruction instr-id='321' subinstr-id='20'/>
+         <instruction instr-id='321' subinstr-id='22'/>
+         <instruction instr-id='321' subinstr-id='24'/>
+         <instruction instr-id='321' subinstr-id='26'/>
+         <instruction instr-id='321' subinstr-id='28'/>
+         <instruction instr-id='321' subinstr-id='30'/>
+         <instruction instr-id='321' subinstr-id='32'/>
+         <instruction instr-id='321' subinstr-id='34'/>
+         <instruction instr-id='321' subinstr-id='36'/>
+         <instruction instr-id='321' subinstr-id='38'/>
+         <instruction instr-id='321' subinstr-id='40'/>
+         <instruction instr-id='321' subinstr-id='42'/>
+         <instruction instr-id='324'/>
+         <instruction instr-id='324' subinstr-id='2'/>
+         <instruction instr-id='324' subinstr-id='4'/>
+         <instruction instr-id='324' subinstr-id='6'/>
+         <instruction instr-id='324' subinstr-id='8'/>
+         <instruction instr-id='324' subinstr-id='10'/>
+         <instruction instr-id='324' subinstr-id='12'/>
+         <instruction instr-id='324' subinstr-id='14'/>
+         <instruction instr-id='324' subinstr-id='16'/>
+         <instruction instr-id='324' subinstr-id='18'/>
+         <instruction instr-id='324' subinstr-id='20'/>
+         <instruction instr-id='324' subinstr-id='22'/>
+         <instruction instr-id='324' subinstr-id='24'/>
+         <instruction instr-id='324' subinstr-id='26'/>
+         <instruction instr-id='324' subinstr-id='28'/>
+         <instruction instr-id='324' subinstr-id='30'/>
+         <instruction instr-id='324' subinstr-id='32'/>
+         <instruction instr-id='324' subinstr-id='34'/>
+         <instruction instr-id='324' subinstr-id='36'/>
+         <instruction instr-id='324' subinstr-id='38'/>
+         <instruction instr-id='324' subinstr-id='40'/>
+         <instruction instr-id='324' subinstr-id='42'/>
+         <instruction instr-id='324' subinstr-id='44'/>
+         <instruction instr-id='324' subinstr-id='46'/>
+         <instruction instr-id='324' subinstr-id='48'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <instruction instr-id='329' subinstr-id='8'/>
+         <instruction instr-id='329' subinstr-id='10'/>
+         <instruction instr-id='329' subinstr-id='12'/>
+         <instruction instr-id='329' subinstr-id='14'/>
+         <instruction instr-id='329' subinstr-id='16'/>
+         <instruction instr-id='329' subinstr-id='18'/>
+         <instruction instr-id='329' subinstr-id='20'/>
+         <instruction instr-id='329' subinstr-id='22'/>
+         <instruction instr-id='329' subinstr-id='24'/>
+         <instruction instr-id='329' subinstr-id='26'/>
+         <instruction instr-id='329' subinstr-id='28'/>
+         <instruction instr-id='329' subinstr-id='30'/>
+         <instruction instr-id='329' subinstr-id='32'/>
+         <instruction instr-id='329' subinstr-id='34'/>
+         <instruction instr-id='329' subinstr-id='36'/>
+         <instruction instr-id='329' subinstr-id='38'/>
+         <instruction instr-id='329' subinstr-id='40'/>
+         <instruction instr-id='329' subinstr-id='42'/>
+         <instruction instr-id='329' subinstr-id='44'/>
+         <instruction instr-id='329' subinstr-id='46'/>
+         <instruction instr-id='329' subinstr-id='48'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='332' subinstr-id='6'/>
+         <instruction instr-id='332' subinstr-id='8'/>
+         <instruction instr-id='332' subinstr-id='10'/>
+         <instruction instr-id='332' subinstr-id='12'/>
+         <instruction instr-id='332' subinstr-id='14'/>
+         <instruction instr-id='332' subinstr-id='16'/>
+         <instruction instr-id='332' subinstr-id='18'/>
+         <instruction instr-id='332' subinstr-id='20'/>
+         <instruction instr-id='332' subinstr-id='22'/>
+         <instruction instr-id='332' subinstr-id='24'/>
+         <instruction instr-id='332' subinstr-id='26'/>
+         <instruction instr-id='332' subinstr-id='28'/>
+         <instruction instr-id='332' subinstr-id='30'/>
+         <instruction instr-id='332' subinstr-id='32'/>
+         <instruction instr-id='332' subinstr-id='34'/>
+         <instruction instr-id='332' subinstr-id='36'/>
+         <instruction instr-id='332' subinstr-id='38'/>
+         <instruction instr-id='332' subinstr-id='40'/>
+         <instruction instr-id='332' subinstr-id='42'/>
+         <instruction instr-id='332' subinstr-id='44'/>
+         <instruction instr-id='332' subinstr-id='46'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='4'/>
+         <instruction instr-id='337' subinstr-id='6'/>
+         <instruction instr-id='337' subinstr-id='8'/>
+         <instruction instr-id='337' subinstr-id='10'/>
+         <instruction instr-id='337' subinstr-id='12'/>
+         <instruction instr-id='337' subinstr-id='14'/>
+         <instruction instr-id='337' subinstr-id='16'/>
+         <instruction instr-id='337' subinstr-id='18'/>
+         <instruction instr-id='337' subinstr-id='20'/>
+         <instruction instr-id='337' subinstr-id='22'/>
+         <instruction instr-id='337' subinstr-id='24'/>
+         <instruction instr-id='337' subinstr-id='26'/>
+         <instruction instr-id='337' subinstr-id='28'/>
+         <instruction instr-id='337' subinstr-id='30'/>
+         <instruction instr-id='337' subinstr-id='32'/>
+         <instruction instr-id='337' subinstr-id='34'/>
+         <instruction instr-id='337' subinstr-id='36'/>
+         <instruction instr-id='337' subinstr-id='38'/>
+         <instruction instr-id='337' subinstr-id='40'/>
+         <instruction instr-id='337' subinstr-id='42'/>
+         <instruction instr-id='337' subinstr-id='44'/>
+         <instruction instr-id='337' subinstr-id='46'/>
+         <instruction instr-id='337' subinstr-id='48'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='340' subinstr-id='6'/>
+         <instruction instr-id='340' subinstr-id='8'/>
+         <instruction instr-id='340' subinstr-id='10'/>
+         <instruction instr-id='340' subinstr-id='12'/>
+         <instruction instr-id='340' subinstr-id='14'/>
+         <instruction instr-id='340' subinstr-id='16'/>
+         <instruction instr-id='340' subinstr-id='18'/>
+         <instruction instr-id='340' subinstr-id='20'/>
+         <instruction instr-id='340' subinstr-id='22'/>
+         <instruction instr-id='340' subinstr-id='24'/>
+         <instruction instr-id='340' subinstr-id='26'/>
+         <instruction instr-id='340' subinstr-id='28'/>
+         <instruction instr-id='340' subinstr-id='30'/>
+         <instruction instr-id='340' subinstr-id='32'/>
+         <instruction instr-id='340' subinstr-id='34'/>
+         <instruction instr-id='340' subinstr-id='36'/>
+         <instruction instr-id='340' subinstr-id='38'/>
+         <instruction instr-id='340' subinstr-id='40'/>
+         <instruction instr-id='340' subinstr-id='42'/>
+         <instruction instr-id='340' subinstr-id='44'/>
+         <instruction instr-id='340' subinstr-id='46'/>
+         <instruction instr-id='340' subinstr-id='48'/>
+         <instruction instr-id='340' subinstr-id='50'/>
+         <instruction instr-id='340' subinstr-id='52'/>
+         <instruction instr-id='342'/>
+         <instruction instr-id='342' subinstr-id='2'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='345' subinstr-id='2'/>
+         <instruction instr-id='345' subinstr-id='4'/>
+         <instruction instr-id='345' subinstr-id='6'/>
+         <instruction instr-id='345' subinstr-id='8'/>
+         <instruction instr-id='345' subinstr-id='10'/>
+         <instruction instr-id='345' subinstr-id='12'/>
+         <instruction instr-id='345' subinstr-id='14'/>
+         <instruction instr-id='345' subinstr-id='16'/>
+         <instruction instr-id='345' subinstr-id='18'/>
+         <instruction instr-id='345' subinstr-id='20'/>
+         <instruction instr-id='345' subinstr-id='22'/>
+         <instruction instr-id='345' subinstr-id='24'/>
+         <instruction instr-id='345' subinstr-id='26'/>
+         <instruction instr-id='345' subinstr-id='28'/>
+         <instruction instr-id='345' subinstr-id='30'/>
+         <instruction instr-id='345' subinstr-id='32'/>
+         <instruction instr-id='345' subinstr-id='34'/>
+         <instruction instr-id='345' subinstr-id='36'/>
+         <instruction instr-id='345' subinstr-id='38'/>
+         <instruction instr-id='345' subinstr-id='40'/>
+         <instruction instr-id='345' subinstr-id='42'/>
+         <bounding-box x1='42' y1='376' x2='576' y2='718'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='237' subinstr-id='4'/>
+         <instruction instr-id='237' subinstr-id='6'/>
+         <instruction instr-id='237' subinstr-id='8'/>
+         <instruction instr-id='237' subinstr-id='10'/>
+         <instruction instr-id='237' subinstr-id='12'/>
+         <instruction instr-id='237' subinstr-id='14'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='8'/>
+         <instruction instr-id='247' subinstr-id='10'/>
+         <instruction instr-id='247' subinstr-id='12'/>
+         <instruction instr-id='247' subinstr-id='14'/>
+         <instruction instr-id='247' subinstr-id='16'/>
+         <instruction instr-id='247' subinstr-id='18'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='249' subinstr-id='16'/>
+         <instruction instr-id='249' subinstr-id='18'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='251' subinstr-id='18'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='253' subinstr-id='18'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='255' subinstr-id='14'/>
+         <instruction instr-id='255' subinstr-id='16'/>
+         <instruction instr-id='255' subinstr-id='18'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='257' subinstr-id='18'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='263' subinstr-id='18'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='265' subinstr-id='12'/>
+         <instruction instr-id='265' subinstr-id='14'/>
+         <instruction instr-id='265' subinstr-id='16'/>
+         <instruction instr-id='265' subinstr-id='18'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='267' subinstr-id='18'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='269' subinstr-id='14'/>
+         <instruction instr-id='269' subinstr-id='16'/>
+         <instruction instr-id='269' subinstr-id='18'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='271' subinstr-id='4'/>
+         <instruction instr-id='271' subinstr-id='6'/>
+         <instruction instr-id='271' subinstr-id='8'/>
+         <instruction instr-id='271' subinstr-id='10'/>
+         <instruction instr-id='271' subinstr-id='12'/>
+         <instruction instr-id='271' subinstr-id='14'/>
+         <instruction instr-id='271' subinstr-id='16'/>
+         <instruction instr-id='271' subinstr-id='18'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='273' subinstr-id='8'/>
+         <instruction instr-id='273' subinstr-id='10'/>
+         <instruction instr-id='273' subinstr-id='12'/>
+         <instruction instr-id='273' subinstr-id='14'/>
+         <instruction instr-id='273' subinstr-id='16'/>
+         <instruction instr-id='273' subinstr-id='18'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='280'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='280' subinstr-id='18'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='284' subinstr-id='16'/>
+         <instruction instr-id='284' subinstr-id='18'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='286' subinstr-id='14'/>
+         <instruction instr-id='286' subinstr-id='16'/>
+         <instruction instr-id='286' subinstr-id='18'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='288' subinstr-id='6'/>
+         <instruction instr-id='288' subinstr-id='8'/>
+         <instruction instr-id='288' subinstr-id='10'/>
+         <instruction instr-id='288' subinstr-id='12'/>
+         <instruction instr-id='288' subinstr-id='14'/>
+         <instruction instr-id='288' subinstr-id='16'/>
+         <instruction instr-id='288' subinstr-id='18'/>
+         <instruction instr-id='290'/>
+         <instruction instr-id='290' subinstr-id='2'/>
+         <instruction instr-id='290' subinstr-id='4'/>
+         <instruction instr-id='290' subinstr-id='6'/>
+         <instruction instr-id='290' subinstr-id='8'/>
+         <instruction instr-id='290' subinstr-id='10'/>
+         <instruction instr-id='290' subinstr-id='12'/>
+         <instruction instr-id='290' subinstr-id='14'/>
+         <instruction instr-id='290' subinstr-id='16'/>
+         <instruction instr-id='290' subinstr-id='18'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='292' subinstr-id='2'/>
+         <instruction instr-id='292' subinstr-id='4'/>
+         <instruction instr-id='292' subinstr-id='6'/>
+         <instruction instr-id='292' subinstr-id='8'/>
+         <instruction instr-id='292' subinstr-id='10'/>
+         <instruction instr-id='292' subinstr-id='12'/>
+         <instruction instr-id='292' subinstr-id='14'/>
+         <instruction instr-id='292' subinstr-id='16'/>
+         <instruction instr-id='292' subinstr-id='18'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='294' subinstr-id='6'/>
+         <instruction instr-id='294' subinstr-id='8'/>
+         <instruction instr-id='294' subinstr-id='10'/>
+         <instruction instr-id='294' subinstr-id='12'/>
+         <instruction instr-id='294' subinstr-id='14'/>
+         <instruction instr-id='294' subinstr-id='16'/>
+         <instruction instr-id='294' subinstr-id='18'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='12'/>
+         <instruction instr-id='296' subinstr-id='14'/>
+         <instruction instr-id='296' subinstr-id='16'/>
+         <instruction instr-id='296' subinstr-id='18'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='298' subinstr-id='2'/>
+         <instruction instr-id='298' subinstr-id='4'/>
+         <instruction instr-id='298' subinstr-id='6'/>
+         <instruction instr-id='298' subinstr-id='8'/>
+         <instruction instr-id='298' subinstr-id='10'/>
+         <instruction instr-id='298' subinstr-id='12'/>
+         <instruction instr-id='298' subinstr-id='14'/>
+         <instruction instr-id='298' subinstr-id='16'/>
+         <instruction instr-id='298' subinstr-id='18'/>
+         <instruction instr-id='300'/>
+         <instruction instr-id='300' subinstr-id='2'/>
+         <instruction instr-id='300' subinstr-id='4'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='12'/>
+         <bounding-box x1='36' y1='376' x2='569' y2='718'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='4'>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='214'/>
+         <instruction instr-id='214' subinstr-id='2'/>
+         <instruction instr-id='214' subinstr-id='4'/>
+         <instruction instr-id='214' subinstr-id='6'/>
+         <instruction instr-id='214' subinstr-id='8'/>
+         <instruction instr-id='214' subinstr-id='10'/>
+         <instruction instr-id='214' subinstr-id='12'/>
+         <instruction instr-id='214' subinstr-id='14'/>
+         <instruction instr-id='214' subinstr-id='16'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='216' subinstr-id='2'/>
+         <instruction instr-id='216' subinstr-id='4'/>
+         <instruction instr-id='216' subinstr-id='6'/>
+         <instruction instr-id='216' subinstr-id='8'/>
+         <instruction instr-id='216' subinstr-id='10'/>
+         <instruction instr-id='216' subinstr-id='12'/>
+         <instruction instr-id='216' subinstr-id='14'/>
+         <instruction instr-id='216' subinstr-id='16'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='218' subinstr-id='4'/>
+         <instruction instr-id='218' subinstr-id='6'/>
+         <instruction instr-id='218' subinstr-id='8'/>
+         <instruction instr-id='218' subinstr-id='10'/>
+         <instruction instr-id='218' subinstr-id='12'/>
+         <instruction instr-id='218' subinstr-id='14'/>
+         <instruction instr-id='218' subinstr-id='16'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='10'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='220' subinstr-id='14'/>
+         <instruction instr-id='220' subinstr-id='16'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='222' subinstr-id='12'/>
+         <instruction instr-id='222' subinstr-id='14'/>
+         <instruction instr-id='222' subinstr-id='16'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='12'/>
+         <instruction instr-id='224' subinstr-id='14'/>
+         <instruction instr-id='224' subinstr-id='16'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='226' subinstr-id='12'/>
+         <instruction instr-id='226' subinstr-id='14'/>
+         <instruction instr-id='226' subinstr-id='16'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='12'/>
+         <instruction instr-id='230' subinstr-id='14'/>
+         <instruction instr-id='230' subinstr-id='16'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='232' subinstr-id='14'/>
+         <instruction instr-id='232' subinstr-id='16'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='234' subinstr-id='4'/>
+         <instruction instr-id='234' subinstr-id='6'/>
+         <instruction instr-id='234' subinstr-id='8'/>
+         <instruction instr-id='234' subinstr-id='10'/>
+         <instruction instr-id='234' subinstr-id='12'/>
+         <instruction instr-id='234' subinstr-id='14'/>
+         <instruction instr-id='234' subinstr-id='16'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='12'/>
+         <instruction instr-id='236' subinstr-id='14'/>
+         <instruction instr-id='236' subinstr-id='16'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='238' subinstr-id='10'/>
+         <instruction instr-id='238' subinstr-id='12'/>
+         <instruction instr-id='238' subinstr-id='14'/>
+         <instruction instr-id='238' subinstr-id='16'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='12'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='244' subinstr-id='4'/>
+         <instruction instr-id='244' subinstr-id='6'/>
+         <instruction instr-id='244' subinstr-id='8'/>
+         <instruction instr-id='244' subinstr-id='10'/>
+         <instruction instr-id='244' subinstr-id='12'/>
+         <instruction instr-id='244' subinstr-id='14'/>
+         <instruction instr-id='244' subinstr-id='16'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='255' subinstr-id='14'/>
+         <instruction instr-id='255' subinstr-id='16'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='265' subinstr-id='12'/>
+         <instruction instr-id='265' subinstr-id='14'/>
+         <instruction instr-id='265' subinstr-id='16'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='269' subinstr-id='14'/>
+         <instruction instr-id='269' subinstr-id='16'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='271' subinstr-id='4'/>
+         <instruction instr-id='271' subinstr-id='6'/>
+         <instruction instr-id='271' subinstr-id='8'/>
+         <instruction instr-id='271' subinstr-id='10'/>
+         <instruction instr-id='271' subinstr-id='12'/>
+         <instruction instr-id='271' subinstr-id='14'/>
+         <instruction instr-id='271' subinstr-id='16'/>
+         <bounding-box x1='42' y1='374' x2='575' y2='718'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='5'>
+         <instruction instr-id='127'/>
+         <instruction instr-id='127' subinstr-id='2'/>
+         <instruction instr-id='127' subinstr-id='4'/>
+         <instruction instr-id='127' subinstr-id='6'/>
+         <instruction instr-id='129'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='131' subinstr-id='4'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='151' subinstr-id='4'/>
+         <instruction instr-id='151' subinstr-id='6'/>
+         <instruction instr-id='151' subinstr-id='8'/>
+         <instruction instr-id='151' subinstr-id='10'/>
+         <instruction instr-id='151' subinstr-id='12'/>
+         <instruction instr-id='151' subinstr-id='14'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='153' subinstr-id='10'/>
+         <instruction instr-id='153' subinstr-id='12'/>
+         <instruction instr-id='153' subinstr-id='14'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='155' subinstr-id='10'/>
+         <instruction instr-id='155' subinstr-id='12'/>
+         <instruction instr-id='155' subinstr-id='14'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='157' subinstr-id='12'/>
+         <instruction instr-id='157' subinstr-id='14'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='163' subinstr-id='12'/>
+         <instruction instr-id='163' subinstr-id='14'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='165' subinstr-id='12'/>
+         <instruction instr-id='165' subinstr-id='14'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='171' subinstr-id='8'/>
+         <instruction instr-id='171' subinstr-id='10'/>
+         <instruction instr-id='171' subinstr-id='12'/>
+         <instruction instr-id='171' subinstr-id='14'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='8'/>
+         <instruction instr-id='247' subinstr-id='10'/>
+         <instruction instr-id='247' subinstr-id='12'/>
+         <instruction instr-id='247' subinstr-id='14'/>
+         <instruction instr-id='247' subinstr-id='16'/>
+         <instruction instr-id='247' subinstr-id='18'/>
+         <instruction instr-id='247' subinstr-id='20'/>
+         <instruction instr-id='247' subinstr-id='22'/>
+         <instruction instr-id='247' subinstr-id='24'/>
+         <instruction instr-id='247' subinstr-id='26'/>
+         <instruction instr-id='247' subinstr-id='28'/>
+         <instruction instr-id='247' subinstr-id='30'/>
+         <instruction instr-id='247' subinstr-id='32'/>
+         <instruction instr-id='247' subinstr-id='34'/>
+         <instruction instr-id='247' subinstr-id='36'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='249' subinstr-id='16'/>
+         <instruction instr-id='249' subinstr-id='18'/>
+         <instruction instr-id='249' subinstr-id='20'/>
+         <instruction instr-id='249' subinstr-id='22'/>
+         <instruction instr-id='249' subinstr-id='24'/>
+         <instruction instr-id='249' subinstr-id='26'/>
+         <instruction instr-id='249' subinstr-id='28'/>
+         <instruction instr-id='249' subinstr-id='30'/>
+         <instruction instr-id='249' subinstr-id='32'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='251' subinstr-id='18'/>
+         <instruction instr-id='251' subinstr-id='20'/>
+         <instruction instr-id='251' subinstr-id='22'/>
+         <instruction instr-id='251' subinstr-id='24'/>
+         <instruction instr-id='251' subinstr-id='26'/>
+         <instruction instr-id='251' subinstr-id='28'/>
+         <instruction instr-id='251' subinstr-id='30'/>
+         <instruction instr-id='251' subinstr-id='32'/>
+         <instruction instr-id='251' subinstr-id='34'/>
+         <instruction instr-id='251' subinstr-id='36'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='253' subinstr-id='18'/>
+         <instruction instr-id='253' subinstr-id='20'/>
+         <instruction instr-id='253' subinstr-id='22'/>
+         <instruction instr-id='253' subinstr-id='24'/>
+         <instruction instr-id='253' subinstr-id='26'/>
+         <instruction instr-id='253' subinstr-id='28'/>
+         <instruction instr-id='253' subinstr-id='30'/>
+         <instruction instr-id='253' subinstr-id='32'/>
+         <instruction instr-id='253' subinstr-id='34'/>
+         <instruction instr-id='253' subinstr-id='36'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='255' subinstr-id='14'/>
+         <instruction instr-id='255' subinstr-id='16'/>
+         <instruction instr-id='255' subinstr-id='18'/>
+         <instruction instr-id='255' subinstr-id='20'/>
+         <instruction instr-id='255' subinstr-id='22'/>
+         <instruction instr-id='255' subinstr-id='24'/>
+         <instruction instr-id='255' subinstr-id='26'/>
+         <instruction instr-id='255' subinstr-id='28'/>
+         <instruction instr-id='255' subinstr-id='30'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='257' subinstr-id='18'/>
+         <instruction instr-id='257' subinstr-id='20'/>
+         <instruction instr-id='257' subinstr-id='22'/>
+         <instruction instr-id='257' subinstr-id='24'/>
+         <instruction instr-id='257' subinstr-id='26'/>
+         <instruction instr-id='257' subinstr-id='28'/>
+         <instruction instr-id='257' subinstr-id='30'/>
+         <instruction instr-id='257' subinstr-id='32'/>
+         <instruction instr-id='257' subinstr-id='34'/>
+         <instruction instr-id='257' subinstr-id='36'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='259' subinstr-id='22'/>
+         <instruction instr-id='259' subinstr-id='24'/>
+         <instruction instr-id='259' subinstr-id='26'/>
+         <instruction instr-id='259' subinstr-id='28'/>
+         <instruction instr-id='259' subinstr-id='30'/>
+         <instruction instr-id='259' subinstr-id='32'/>
+         <instruction instr-id='259' subinstr-id='34'/>
+         <instruction instr-id='259' subinstr-id='36'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='261' subinstr-id='20'/>
+         <instruction instr-id='261' subinstr-id='22'/>
+         <instruction instr-id='261' subinstr-id='24'/>
+         <instruction instr-id='261' subinstr-id='26'/>
+         <instruction instr-id='261' subinstr-id='28'/>
+         <instruction instr-id='261' subinstr-id='30'/>
+         <instruction instr-id='261' subinstr-id='32'/>
+         <instruction instr-id='261' subinstr-id='34'/>
+         <instruction instr-id='261' subinstr-id='36'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='263' subinstr-id='18'/>
+         <instruction instr-id='263' subinstr-id='20'/>
+         <instruction instr-id='263' subinstr-id='22'/>
+         <instruction instr-id='263' subinstr-id='24'/>
+         <instruction instr-id='263' subinstr-id='26'/>
+         <instruction instr-id='263' subinstr-id='28'/>
+         <instruction instr-id='263' subinstr-id='30'/>
+         <instruction instr-id='263' subinstr-id='32'/>
+         <instruction instr-id='263' subinstr-id='34'/>
+         <instruction instr-id='263' subinstr-id='36'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='265' subinstr-id='12'/>
+         <instruction instr-id='265' subinstr-id='14'/>
+         <instruction instr-id='265' subinstr-id='16'/>
+         <instruction instr-id='265' subinstr-id='18'/>
+         <instruction instr-id='265' subinstr-id='20'/>
+         <instruction instr-id='265' subinstr-id='22'/>
+         <instruction instr-id='265' subinstr-id='24'/>
+         <instruction instr-id='265' subinstr-id='26'/>
+         <instruction instr-id='265' subinstr-id='28'/>
+         <instruction instr-id='265' subinstr-id='30'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='267' subinstr-id='18'/>
+         <instruction instr-id='267' subinstr-id='20'/>
+         <instruction instr-id='267' subinstr-id='22'/>
+         <instruction instr-id='267' subinstr-id='24'/>
+         <instruction instr-id='267' subinstr-id='26'/>
+         <instruction instr-id='267' subinstr-id='28'/>
+         <instruction instr-id='267' subinstr-id='30'/>
+         <instruction instr-id='267' subinstr-id='32'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='269' subinstr-id='14'/>
+         <instruction instr-id='269' subinstr-id='16'/>
+         <instruction instr-id='269' subinstr-id='18'/>
+         <instruction instr-id='269' subinstr-id='20'/>
+         <instruction instr-id='269' subinstr-id='22'/>
+         <instruction instr-id='269' subinstr-id='24'/>
+         <instruction instr-id='269' subinstr-id='26'/>
+         <instruction instr-id='269' subinstr-id='28'/>
+         <instruction instr-id='269' subinstr-id='30'/>
+         <instruction instr-id='269' subinstr-id='32'/>
+         <instruction instr-id='269' subinstr-id='34'/>
+         <instruction instr-id='269' subinstr-id='36'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='274' subinstr-id='20'/>
+         <instruction instr-id='274' subinstr-id='22'/>
+         <instruction instr-id='274' subinstr-id='24'/>
+         <instruction instr-id='274' subinstr-id='26'/>
+         <instruction instr-id='274' subinstr-id='28'/>
+         <instruction instr-id='274' subinstr-id='30'/>
+         <instruction instr-id='274' subinstr-id='32'/>
+         <instruction instr-id='274' subinstr-id='34'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='280' subinstr-id='18'/>
+         <instruction instr-id='280' subinstr-id='20'/>
+         <instruction instr-id='280' subinstr-id='22'/>
+         <instruction instr-id='280' subinstr-id='24'/>
+         <instruction instr-id='280' subinstr-id='26'/>
+         <instruction instr-id='280' subinstr-id='28'/>
+         <instruction instr-id='280' subinstr-id='30'/>
+         <instruction instr-id='280' subinstr-id='32'/>
+         <instruction instr-id='280' subinstr-id='34'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='10'/>
+         <instruction instr-id='283' subinstr-id='12'/>
+         <instruction instr-id='283' subinstr-id='14'/>
+         <instruction instr-id='283' subinstr-id='16'/>
+         <instruction instr-id='283' subinstr-id='18'/>
+         <instruction instr-id='283' subinstr-id='20'/>
+         <instruction instr-id='283' subinstr-id='22'/>
+         <instruction instr-id='283' subinstr-id='24'/>
+         <instruction instr-id='283' subinstr-id='26'/>
+         <instruction instr-id='283' subinstr-id='28'/>
+         <instruction instr-id='283' subinstr-id='30'/>
+         <instruction instr-id='283' subinstr-id='32'/>
+         <instruction instr-id='283' subinstr-id='34'/>
+         <instruction instr-id='283' subinstr-id='36'/>
+         <bounding-box x1='35' y1='356' x2='569' y2='718'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='6'>
+         <instruction instr-id='125'/>
+         <instruction instr-id='125' subinstr-id='2'/>
+         <instruction instr-id='125' subinstr-id='4'/>
+         <instruction instr-id='125' subinstr-id='6'/>
+         <instruction instr-id='127'/>
+         <instruction instr-id='129'/>
+         <instruction instr-id='129' subinstr-id='2'/>
+         <instruction instr-id='129' subinstr-id='4'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='141' subinstr-id='2'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='146' subinstr-id='2'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='149' subinstr-id='4'/>
+         <instruction instr-id='149' subinstr-id='6'/>
+         <instruction instr-id='149' subinstr-id='8'/>
+         <instruction instr-id='149' subinstr-id='10'/>
+         <instruction instr-id='149' subinstr-id='12'/>
+         <instruction instr-id='149' subinstr-id='14'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='151' subinstr-id='4'/>
+         <instruction instr-id='151' subinstr-id='6'/>
+         <instruction instr-id='151' subinstr-id='8'/>
+         <instruction instr-id='151' subinstr-id='10'/>
+         <instruction instr-id='151' subinstr-id='12'/>
+         <instruction instr-id='151' subinstr-id='14'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='153' subinstr-id='10'/>
+         <instruction instr-id='153' subinstr-id='12'/>
+         <instruction instr-id='153' subinstr-id='14'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='155' subinstr-id='10'/>
+         <instruction instr-id='155' subinstr-id='12'/>
+         <instruction instr-id='155' subinstr-id='14'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='157' subinstr-id='12'/>
+         <instruction instr-id='157' subinstr-id='14'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='163' subinstr-id='12'/>
+         <instruction instr-id='163' subinstr-id='14'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='165' subinstr-id='12'/>
+         <instruction instr-id='165' subinstr-id='14'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='245' subinstr-id='20'/>
+         <instruction instr-id='245' subinstr-id='22'/>
+         <instruction instr-id='245' subinstr-id='24'/>
+         <instruction instr-id='245' subinstr-id='26'/>
+         <instruction instr-id='245' subinstr-id='28'/>
+         <instruction instr-id='245' subinstr-id='30'/>
+         <instruction instr-id='245' subinstr-id='32'/>
+         <instruction instr-id='245' subinstr-id='34'/>
+         <instruction instr-id='245' subinstr-id='36'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='8'/>
+         <instruction instr-id='247' subinstr-id='10'/>
+         <instruction instr-id='247' subinstr-id='12'/>
+         <instruction instr-id='247' subinstr-id='14'/>
+         <instruction instr-id='247' subinstr-id='16'/>
+         <instruction instr-id='247' subinstr-id='18'/>
+         <instruction instr-id='247' subinstr-id='20'/>
+         <instruction instr-id='247' subinstr-id='22'/>
+         <instruction instr-id='247' subinstr-id='24'/>
+         <instruction instr-id='247' subinstr-id='26'/>
+         <instruction instr-id='247' subinstr-id='28'/>
+         <instruction instr-id='247' subinstr-id='30'/>
+         <instruction instr-id='247' subinstr-id='32'/>
+         <instruction instr-id='247' subinstr-id='34'/>
+         <instruction instr-id='247' subinstr-id='36'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='249' subinstr-id='16'/>
+         <instruction instr-id='249' subinstr-id='18'/>
+         <instruction instr-id='249' subinstr-id='20'/>
+         <instruction instr-id='249' subinstr-id='22'/>
+         <instruction instr-id='249' subinstr-id='24'/>
+         <instruction instr-id='249' subinstr-id='26'/>
+         <instruction instr-id='249' subinstr-id='28'/>
+         <instruction instr-id='249' subinstr-id='30'/>
+         <instruction instr-id='249' subinstr-id='32'/>
+         <instruction instr-id='249' subinstr-id='34'/>
+         <instruction instr-id='249' subinstr-id='36'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='251' subinstr-id='18'/>
+         <instruction instr-id='251' subinstr-id='20'/>
+         <instruction instr-id='251' subinstr-id='22'/>
+         <instruction instr-id='251' subinstr-id='24'/>
+         <instruction instr-id='251' subinstr-id='26'/>
+         <instruction instr-id='251' subinstr-id='28'/>
+         <instruction instr-id='251' subinstr-id='30'/>
+         <instruction instr-id='251' subinstr-id='32'/>
+         <instruction instr-id='251' subinstr-id='34'/>
+         <instruction instr-id='251' subinstr-id='36'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='253' subinstr-id='18'/>
+         <instruction instr-id='253' subinstr-id='20'/>
+         <instruction instr-id='253' subinstr-id='22'/>
+         <instruction instr-id='253' subinstr-id='24'/>
+         <instruction instr-id='253' subinstr-id='26'/>
+         <instruction instr-id='253' subinstr-id='28'/>
+         <instruction instr-id='253' subinstr-id='30'/>
+         <instruction instr-id='253' subinstr-id='32'/>
+         <instruction instr-id='253' subinstr-id='34'/>
+         <instruction instr-id='253' subinstr-id='36'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='255' subinstr-id='14'/>
+         <instruction instr-id='255' subinstr-id='16'/>
+         <instruction instr-id='255' subinstr-id='18'/>
+         <instruction instr-id='255' subinstr-id='20'/>
+         <instruction instr-id='255' subinstr-id='22'/>
+         <instruction instr-id='255' subinstr-id='24'/>
+         <instruction instr-id='255' subinstr-id='26'/>
+         <instruction instr-id='255' subinstr-id='28'/>
+         <instruction instr-id='255' subinstr-id='30'/>
+         <instruction instr-id='255' subinstr-id='32'/>
+         <instruction instr-id='255' subinstr-id='34'/>
+         <instruction instr-id='255' subinstr-id='36'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='257' subinstr-id='18'/>
+         <instruction instr-id='257' subinstr-id='20'/>
+         <instruction instr-id='257' subinstr-id='22'/>
+         <instruction instr-id='257' subinstr-id='24'/>
+         <instruction instr-id='257' subinstr-id='26'/>
+         <instruction instr-id='257' subinstr-id='28'/>
+         <instruction instr-id='257' subinstr-id='30'/>
+         <instruction instr-id='257' subinstr-id='32'/>
+         <instruction instr-id='257' subinstr-id='34'/>
+         <instruction instr-id='257' subinstr-id='36'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='259' subinstr-id='22'/>
+         <instruction instr-id='259' subinstr-id='24'/>
+         <instruction instr-id='259' subinstr-id='26'/>
+         <instruction instr-id='259' subinstr-id='28'/>
+         <instruction instr-id='259' subinstr-id='30'/>
+         <instruction instr-id='259' subinstr-id='32'/>
+         <instruction instr-id='259' subinstr-id='34'/>
+         <instruction instr-id='259' subinstr-id='36'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='261' subinstr-id='20'/>
+         <instruction instr-id='261' subinstr-id='22'/>
+         <instruction instr-id='261' subinstr-id='24'/>
+         <instruction instr-id='261' subinstr-id='26'/>
+         <instruction instr-id='261' subinstr-id='28'/>
+         <instruction instr-id='261' subinstr-id='30'/>
+         <instruction instr-id='261' subinstr-id='32'/>
+         <instruction instr-id='261' subinstr-id='34'/>
+         <instruction instr-id='261' subinstr-id='36'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='263' subinstr-id='18'/>
+         <instruction instr-id='263' subinstr-id='20'/>
+         <instruction instr-id='263' subinstr-id='22'/>
+         <instruction instr-id='263' subinstr-id='24'/>
+         <instruction instr-id='263' subinstr-id='26'/>
+         <instruction instr-id='263' subinstr-id='28'/>
+         <instruction instr-id='263' subinstr-id='30'/>
+         <instruction instr-id='263' subinstr-id='32'/>
+         <instruction instr-id='263' subinstr-id='34'/>
+         <instruction instr-id='263' subinstr-id='36'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='265' subinstr-id='12'/>
+         <instruction instr-id='265' subinstr-id='14'/>
+         <instruction instr-id='265' subinstr-id='16'/>
+         <instruction instr-id='265' subinstr-id='18'/>
+         <instruction instr-id='265' subinstr-id='20'/>
+         <instruction instr-id='265' subinstr-id='22'/>
+         <instruction instr-id='265' subinstr-id='24'/>
+         <instruction instr-id='265' subinstr-id='26'/>
+         <instruction instr-id='265' subinstr-id='28'/>
+         <instruction instr-id='265' subinstr-id='30'/>
+         <instruction instr-id='265' subinstr-id='32'/>
+         <instruction instr-id='265' subinstr-id='34'/>
+         <instruction instr-id='265' subinstr-id='36'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='267' subinstr-id='18'/>
+         <instruction instr-id='267' subinstr-id='20'/>
+         <instruction instr-id='267' subinstr-id='22'/>
+         <instruction instr-id='267' subinstr-id='24'/>
+         <instruction instr-id='267' subinstr-id='26'/>
+         <instruction instr-id='267' subinstr-id='28'/>
+         <instruction instr-id='267' subinstr-id='30'/>
+         <instruction instr-id='267' subinstr-id='32'/>
+         <instruction instr-id='267' subinstr-id='34'/>
+         <instruction instr-id='267' subinstr-id='36'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='272' subinstr-id='16'/>
+         <instruction instr-id='272' subinstr-id='18'/>
+         <instruction instr-id='272' subinstr-id='20'/>
+         <instruction instr-id='272' subinstr-id='22'/>
+         <instruction instr-id='272' subinstr-id='24'/>
+         <instruction instr-id='272' subinstr-id='26'/>
+         <instruction instr-id='272' subinstr-id='28'/>
+         <instruction instr-id='272' subinstr-id='30'/>
+         <instruction instr-id='272' subinstr-id='32'/>
+         <instruction instr-id='272' subinstr-id='34'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='12'/>
+         <instruction instr-id='278' subinstr-id='14'/>
+         <instruction instr-id='278' subinstr-id='16'/>
+         <instruction instr-id='278' subinstr-id='18'/>
+         <instruction instr-id='278' subinstr-id='20'/>
+         <instruction instr-id='278' subinstr-id='22'/>
+         <instruction instr-id='278' subinstr-id='24'/>
+         <instruction instr-id='278' subinstr-id='26'/>
+         <instruction instr-id='278' subinstr-id='28'/>
+         <instruction instr-id='278' subinstr-id='30'/>
+         <instruction instr-id='278' subinstr-id='32'/>
+         <instruction instr-id='278' subinstr-id='34'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='281' subinstr-id='8'/>
+         <instruction instr-id='281' subinstr-id='10'/>
+         <instruction instr-id='281' subinstr-id='12'/>
+         <instruction instr-id='281' subinstr-id='14'/>
+         <instruction instr-id='281' subinstr-id='16'/>
+         <instruction instr-id='281' subinstr-id='18'/>
+         <instruction instr-id='281' subinstr-id='20'/>
+         <instruction instr-id='281' subinstr-id='22'/>
+         <instruction instr-id='281' subinstr-id='24'/>
+         <instruction instr-id='281' subinstr-id='26'/>
+         <instruction instr-id='281' subinstr-id='28'/>
+         <instruction instr-id='281' subinstr-id='30'/>
+         <instruction instr-id='281' subinstr-id='32'/>
+         <instruction instr-id='281' subinstr-id='34'/>
+         <instruction instr-id='281' subinstr-id='36'/>
+         <bounding-box x1='42' y1='356' x2='575' y2='718'/>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' page='7'>
+         <instruction instr-id='127'/>
+         <instruction instr-id='127' subinstr-id='2'/>
+         <instruction instr-id='127' subinstr-id='4'/>
+         <instruction instr-id='127' subinstr-id='6'/>
+         <instruction instr-id='129'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='131' subinstr-id='4'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='151' subinstr-id='4'/>
+         <instruction instr-id='151' subinstr-id='6'/>
+         <instruction instr-id='151' subinstr-id='8'/>
+         <instruction instr-id='151' subinstr-id='10'/>
+         <instruction instr-id='151' subinstr-id='12'/>
+         <instruction instr-id='151' subinstr-id='14'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='153' subinstr-id='10'/>
+         <instruction instr-id='153' subinstr-id='12'/>
+         <instruction instr-id='153' subinstr-id='14'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='155' subinstr-id='10'/>
+         <instruction instr-id='155' subinstr-id='12'/>
+         <instruction instr-id='155' subinstr-id='14'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='157' subinstr-id='12'/>
+         <instruction instr-id='157' subinstr-id='14'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='163' subinstr-id='12'/>
+         <instruction instr-id='163' subinstr-id='14'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='165' subinstr-id='12'/>
+         <instruction instr-id='165' subinstr-id='14'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='171' subinstr-id='8'/>
+         <instruction instr-id='171' subinstr-id='10'/>
+         <instruction instr-id='171' subinstr-id='12'/>
+         <instruction instr-id='171' subinstr-id='14'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='8'/>
+         <instruction instr-id='247' subinstr-id='10'/>
+         <instruction instr-id='247' subinstr-id='12'/>
+         <instruction instr-id='247' subinstr-id='14'/>
+         <instruction instr-id='247' subinstr-id='16'/>
+         <instruction instr-id='247' subinstr-id='18'/>
+         <instruction instr-id='247' subinstr-id='20'/>
+         <instruction instr-id='247' subinstr-id='22'/>
+         <instruction instr-id='247' subinstr-id='24'/>
+         <instruction instr-id='247' subinstr-id='26'/>
+         <instruction instr-id='247' subinstr-id='28'/>
+         <instruction instr-id='247' subinstr-id='30'/>
+         <instruction instr-id='247' subinstr-id='32'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='249' subinstr-id='16'/>
+         <instruction instr-id='249' subinstr-id='18'/>
+         <instruction instr-id='249' subinstr-id='20'/>
+         <instruction instr-id='249' subinstr-id='22'/>
+         <instruction instr-id='249' subinstr-id='24'/>
+         <instruction instr-id='249' subinstr-id='26'/>
+         <instruction instr-id='249' subinstr-id='28'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='251' subinstr-id='18'/>
+         <instruction instr-id='251' subinstr-id='20'/>
+         <instruction instr-id='251' subinstr-id='22'/>
+         <instruction instr-id='251' subinstr-id='24'/>
+         <instruction instr-id='251' subinstr-id='26'/>
+         <instruction instr-id='251' subinstr-id='28'/>
+         <instruction instr-id='251' subinstr-id='30'/>
+         <instruction instr-id='251' subinstr-id='32'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='253' subinstr-id='18'/>
+         <instruction instr-id='253' subinstr-id='20'/>
+         <instruction instr-id='253' subinstr-id='22'/>
+         <instruction instr-id='253' subinstr-id='24'/>
+         <instruction instr-id='253' subinstr-id='26'/>
+         <instruction instr-id='253' subinstr-id='28'/>
+         <instruction instr-id='253' subinstr-id='30'/>
+         <instruction instr-id='253' subinstr-id='32'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='255' subinstr-id='14'/>
+         <instruction instr-id='255' subinstr-id='16'/>
+         <instruction instr-id='255' subinstr-id='18'/>
+         <instruction instr-id='255' subinstr-id='20'/>
+         <instruction instr-id='255' subinstr-id='22'/>
+         <instruction instr-id='255' subinstr-id='24'/>
+         <instruction instr-id='255' subinstr-id='26'/>
+         <instruction instr-id='255' subinstr-id='28'/>
+         <instruction instr-id='255' subinstr-id='30'/>
+         <instruction instr-id='255' subinstr-id='32'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='257' subinstr-id='18'/>
+         <instruction instr-id='257' subinstr-id='20'/>
+         <instruction instr-id='257' subinstr-id='22'/>
+         <instruction instr-id='257' subinstr-id='24'/>
+         <instruction instr-id='257' subinstr-id='26'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='259' subinstr-id='22'/>
+         <instruction instr-id='259' subinstr-id='24'/>
+         <instruction instr-id='259' subinstr-id='26'/>
+         <instruction instr-id='259' subinstr-id='28'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='261' subinstr-id='20'/>
+         <instruction instr-id='261' subinstr-id='22'/>
+         <instruction instr-id='261' subinstr-id='24'/>
+         <instruction instr-id='261' subinstr-id='26'/>
+         <instruction instr-id='261' subinstr-id='28'/>
+         <instruction instr-id='261' subinstr-id='30'/>
+         <instruction instr-id='261' subinstr-id='32'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='263' subinstr-id='18'/>
+         <instruction instr-id='263' subinstr-id='20'/>
+         <instruction instr-id='263' subinstr-id='22'/>
+         <instruction instr-id='263' subinstr-id='24'/>
+         <instruction instr-id='263' subinstr-id='26'/>
+         <instruction instr-id='263' subinstr-id='28'/>
+         <instruction instr-id='263' subinstr-id='30'/>
+         <instruction instr-id='263' subinstr-id='32'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='265' subinstr-id='12'/>
+         <instruction instr-id='265' subinstr-id='14'/>
+         <instruction instr-id='265' subinstr-id='16'/>
+         <instruction instr-id='265' subinstr-id='18'/>
+         <instruction instr-id='265' subinstr-id='20'/>
+         <instruction instr-id='265' subinstr-id='22'/>
+         <instruction instr-id='265' subinstr-id='24'/>
+         <instruction instr-id='265' subinstr-id='26'/>
+         <instruction instr-id='265' subinstr-id='28'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='267' subinstr-id='18'/>
+         <instruction instr-id='267' subinstr-id='20'/>
+         <instruction instr-id='267' subinstr-id='22'/>
+         <instruction instr-id='267' subinstr-id='24'/>
+         <instruction instr-id='267' subinstr-id='26'/>
+         <instruction instr-id='267' subinstr-id='28'/>
+         <instruction instr-id='267' subinstr-id='30'/>
+         <instruction instr-id='267' subinstr-id='32'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='269' subinstr-id='14'/>
+         <instruction instr-id='269' subinstr-id='16'/>
+         <instruction instr-id='269' subinstr-id='18'/>
+         <instruction instr-id='269' subinstr-id='20'/>
+         <instruction instr-id='269' subinstr-id='22'/>
+         <instruction instr-id='269' subinstr-id='24'/>
+         <instruction instr-id='269' subinstr-id='26'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='274' subinstr-id='20'/>
+         <instruction instr-id='274' subinstr-id='22'/>
+         <instruction instr-id='274' subinstr-id='24'/>
+         <instruction instr-id='274' subinstr-id='26'/>
+         <instruction instr-id='274' subinstr-id='28'/>
+         <instruction instr-id='274' subinstr-id='30'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='280' subinstr-id='18'/>
+         <instruction instr-id='280' subinstr-id='20'/>
+         <instruction instr-id='280' subinstr-id='22'/>
+         <instruction instr-id='280' subinstr-id='24'/>
+         <instruction instr-id='280' subinstr-id='26'/>
+         <instruction instr-id='280' subinstr-id='28'/>
+         <instruction instr-id='280' subinstr-id='30'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='10'/>
+         <instruction instr-id='283' subinstr-id='12'/>
+         <instruction instr-id='283' subinstr-id='14'/>
+         <instruction instr-id='283' subinstr-id='16'/>
+         <instruction instr-id='283' subinstr-id='18'/>
+         <instruction instr-id='283' subinstr-id='20'/>
+         <instruction instr-id='283' subinstr-id='22'/>
+         <instruction instr-id='283' subinstr-id='24'/>
+         <instruction instr-id='283' subinstr-id='26'/>
+         <instruction instr-id='283' subinstr-id='28'/>
+         <bounding-box x1='35' y1='356' x2='569' y2='718'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-str.xml
new file mode 100644
index 00000000..f7e5fde4
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017-str.xml
@@ -0,0 +1,5907 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-017-6-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='-1' page='2'>
+         <cell id='2' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='42' y1='695' x2='60' y2='704'/>
+            <content>Year</content>
+            <instruction instr-id='161' subinstr-id='0'/>
+            <instruction instr-id='161' subinstr-id='2'/>
+         </cell>
+         <cell id='3' start-row='1' start-col='1' end-col='3'>
+            <bounding-box x1='172' y1='709' x2='192' y2='719'/>
+            <content>Total</content>
+         </cell>
+         <cell id='4' start-row='1' start-col='4' end-col='6'>
+            <bounding-box x1='331' y1='709' x2='357' y2='719'/>
+            <content>Public</content>
+         </cell>
+         <cell id='5' start-row='1' start-col='7' end-col='9'>
+            <bounding-box x1='495' y1='709' x2='524' y2='719'/>
+            <content>Private</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='1'>
+            <bounding-box x1='120' y1='694' x2='147' y2='704'/>
+            <content>PK–12</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='2'>
+            <bounding-box x1='173' y1='694' x2='195' y2='704'/>
+            <content>PK–8</content>
+         </cell>
+         <cell id='9' start-row='2' start-col='3'>
+            <bounding-box x1='227' y1='694' x2='248' y2='704'/>
+            <content>9–12</content>
+         </cell>
+         <cell id='10' start-row='2' start-col='4'>
+            <bounding-box x1='282' y1='694' x2='309' y2='704'/>
+            <content>PK–12</content>
+         </cell>
+         <cell id='11' start-row='2' start-col='5'>
+            <bounding-box x1='337' y1='694' x2='360' y2='704'/>
+            <content>PK–8</content>
+         </cell>
+         <cell id='12' start-row='2' start-col='6'>
+            <bounding-box x1='390' y1='694' x2='410' y2='704'/>
+            <content>9–12</content>
+         </cell>
+         <cell id='13' start-row='2' start-col='7'>
+            <bounding-box x1='447' y1='694' x2='474' y2='704'/>
+            <content>PK–12</content>
+         </cell>
+         <cell id='14' start-row='2' start-col='8'>
+            <bounding-box x1='500' y1='694' x2='522' y2='704'/>
+            <content>PK–8</content>
+         </cell>
+         <cell id='15' start-row='2' start-col='9'>
+            <bounding-box x1='554' y1='694' x2='575' y2='704'/>
+            <content>9–12</content>
+         </cell>
+         <cell id='16' start-row='3' start-col='0'>
+            <bounding-box x1='42' y1='681' x2='70' y2='691'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='17' start-row='4' start-col='0'>
+            <bounding-box x1='42' y1='670' x2='63' y2='680'/>
+            <content>1996</content>
+         </cell>
+         <cell id='18' start-row='4' start-col='1'>
+            <bounding-box x1='118' y1='670' x2='147' y2='680'/>
+            <content>51,544</content>
+         </cell>
+         <cell id='19' start-row='4' start-col='2'>
+            <bounding-box x1='170' y1='670' x2='198' y2='680'/>
+            <content>37,481</content>
+         </cell>
+         <cell id='20' start-row='4' start-col='3'>
+            <bounding-box x1='221' y1='670' x2='249' y2='680'/>
+            <content>14,062</content>
+         </cell>
+         <cell id='21' start-row='4' start-col='4'>
+            <bounding-box x1='282' y1='670' x2='310' y2='680'/>
+            <content>45,611</content>
+         </cell>
+         <cell id='22' start-row='4' start-col='5'>
+            <bounding-box x1='333' y1='670' x2='362' y2='680'/>
+            <content>32,762</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='6'>
+            <bounding-box x1='385' y1='670' x2='413' y2='680'/>
+            <content>12,849</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='7'>
+            <bounding-box x1='451' y1='670' x2='474' y2='680'/>
+            <content>5,933</content>
+         </cell>
+         <cell id='25' start-row='4' start-col='8'>
+            <bounding-box x1='502' y1='670' x2='525' y2='680'/>
+            <content>4,719</content>
+         </cell>
+         <cell id='26' start-row='4' start-col='9'>
+            <bounding-box x1='553' y1='670' x2='577' y2='680'/>
+            <content>1,213</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='0'>
+            <bounding-box x1='42' y1='659' x2='63' y2='669'/>
+            <content>1997</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='1'>
+            <bounding-box x1='118' y1='659' x2='147' y2='669'/>
+            <content>52,071</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='2'>
+            <bounding-box x1='170' y1='659' x2='198' y2='669'/>
+            <content>37,797</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='3'>
+            <bounding-box x1='221' y1='659' x2='249' y2='669'/>
+            <content>14,275</content>
+         </cell>
+         <cell id='31' start-row='5' start-col='4'>
+            <bounding-box x1='282' y1='659' x2='310' y2='669'/>
+            <content>46,127</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='5'>
+            <bounding-box x1='333' y1='659' x2='362' y2='669'/>
+            <content>33,071</content>
+         </cell>
+         <cell id='33' start-row='5' start-col='6'>
+            <bounding-box x1='385' y1='659' x2='413' y2='669'/>
+            <content>13,056</content>
+         </cell>
+         <cell id='34' start-row='5' start-col='7'>
+            <bounding-box x1='451' y1='659' x2='474' y2='669'/>
+            <content>5,944</content>
+         </cell>
+         <cell id='35' start-row='5' start-col='8'>
+            <bounding-box x1='502' y1='659' x2='525' y2='669'/>
+            <content>4,726</content>
+         </cell>
+         <cell id='36' start-row='5' start-col='9'>
+            <bounding-box x1='553' y1='659' x2='577' y2='669'/>
+            <content>1,219</content>
+         </cell>
+         <cell id='37' start-row='6' start-col='0'>
+            <bounding-box x1='42' y1='648' x2='63' y2='658'/>
+            <content>1998</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='1'>
+            <bounding-box x1='118' y1='648' x2='147' y2='658'/>
+            <content>52,526</content>
+         </cell>
+         <cell id='39' start-row='6' start-col='2'>
+            <bounding-box x1='170' y1='648' x2='198' y2='658'/>
+            <content>38,091</content>
+         </cell>
+         <cell id='40' start-row='6' start-col='3'>
+            <bounding-box x1='221' y1='648' x2='249' y2='658'/>
+            <content>14,435</content>
+         </cell>
+         <cell id='41' start-row='6' start-col='4'>
+            <bounding-box x1='282' y1='648' x2='310' y2='658'/>
+            <content>46,539</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='5'>
+            <bounding-box x1='333' y1='648' x2='362' y2='658'/>
+            <content>33,344</content>
+         </cell>
+         <cell id='43' start-row='6' start-col='6'>
+            <bounding-box x1='385' y1='648' x2='413' y2='658'/>
+            <content>13,195</content>
+         </cell>
+         <cell id='44' start-row='6' start-col='7'>
+            <bounding-box x1='451' y1='648' x2='474' y2='658'/>
+            <content>5,988</content>
+         </cell>
+         <cell id='45' start-row='6' start-col='8'>
+            <bounding-box x1='502' y1='648' x2='525' y2='658'/>
+            <content>4,747</content>
+         </cell>
+         <cell id='46' start-row='6' start-col='9'>
+            <bounding-box x1='553' y1='648' x2='577' y2='658'/>
+            <content>1,240</content>
+         </cell>
+         <cell id='47' start-row='7' start-col='0'>
+            <bounding-box x1='42' y1='637' x2='63' y2='647'/>
+            <content>1999</content>
+         </cell>
+         <cell id='48' start-row='7' start-col='1'>
+            <bounding-box x1='118' y1='637' x2='147' y2='647'/>
+            <content>52,875</content>
+         </cell>
+         <cell id='49' start-row='7' start-col='2'>
+            <bounding-box x1='170' y1='637' x2='198' y2='647'/>
+            <content>38,251</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='3'>
+            <bounding-box x1='221' y1='637' x2='249' y2='647'/>
+            <content>14,625</content>
+         </cell>
+         <cell id='51' start-row='7' start-col='4'>
+            <bounding-box x1='282' y1='637' x2='310' y2='647'/>
+            <content>46,857</content>
+         </cell>
+         <cell id='52' start-row='7' start-col='5'>
+            <bounding-box x1='333' y1='637' x2='362' y2='647'/>
+            <content>33,486</content>
+         </cell>
+         <cell id='53' start-row='7' start-col='6'>
+            <bounding-box x1='385' y1='637' x2='413' y2='647'/>
+            <content>13,371</content>
+         </cell>
+         <cell id='54' start-row='7' start-col='7'>
+            <bounding-box x1='451' y1='637' x2='474' y2='647'/>
+            <content>6,018</content>
+         </cell>
+         <cell id='55' start-row='7' start-col='8'>
+            <bounding-box x1='502' y1='637' x2='525' y2='647'/>
+            <content>4,764</content>
+         </cell>
+         <cell id='56' start-row='7' start-col='9'>
+            <bounding-box x1='553' y1='637' x2='577' y2='647'/>
+            <content>1,254</content>
+         </cell>
+         <cell id='57' start-row='8' start-col='0'>
+            <bounding-box x1='42' y1='626' x2='63' y2='636'/>
+            <content>2000</content>
+         </cell>
+         <cell id='58' start-row='8' start-col='1'>
+            <bounding-box x1='118' y1='626' x2='147' y2='636'/>
+            <content>53,373</content>
+         </cell>
+         <cell id='59' start-row='8' start-col='2'>
+            <bounding-box x1='170' y1='626' x2='198' y2='636'/>
+            <content>38,564</content>
+         </cell>
+         <cell id='60' start-row='8' start-col='3'>
+            <bounding-box x1='221' y1='626' x2='249' y2='636'/>
+            <content>14,809</content>
+         </cell>
+         <cell id='61' start-row='8' start-col='4'>
+            <bounding-box x1='282' y1='626' x2='310' y2='636'/>
+            <content>47,204</content>
+         </cell>
+         <cell id='62' start-row='8' start-col='5'>
+            <bounding-box x1='333' y1='626' x2='362' y2='636'/>
+            <content>33,686</content>
+         </cell>
+         <cell id='63' start-row='8' start-col='6'>
+            <bounding-box x1='385' y1='626' x2='413' y2='636'/>
+            <content>13,517</content>
+         </cell>
+         <cell id='64' start-row='8' start-col='7'>
+            <bounding-box x1='451' y1='626' x2='474' y2='636'/>
+            <content>6,169</content>
+         </cell>
+         <cell id='65' start-row='8' start-col='8'>
+            <bounding-box x1='502' y1='626' x2='525' y2='636'/>
+            <content>4,877</content>
+         </cell>
+         <cell id='66' start-row='8' start-col='9'>
+            <bounding-box x1='553' y1='626' x2='577' y2='636'/>
+            <content>1,292</content>
+         </cell>
+         <cell id='67' start-row='9' start-col='0'>
+            <bounding-box x1='42' y1='615' x2='63' y2='625'/>
+            <content>2001</content>
+         </cell>
+         <cell id='68' start-row='9' start-col='1'>
+            <bounding-box x1='118' y1='615' x2='147' y2='625'/>
+            <content>53,992</content>
+         </cell>
+         <cell id='69' start-row='9' start-col='2'>
+            <bounding-box x1='170' y1='615' x2='198' y2='625'/>
+            <content>38,929</content>
+         </cell>
+         <cell id='70' start-row='9' start-col='3'>
+            <bounding-box x1='221' y1='615' x2='249' y2='625'/>
+            <content>15,063</content>
+         </cell>
+         <cell id='71' start-row='9' start-col='4'>
+            <bounding-box x1='282' y1='615' x2='310' y2='625'/>
+            <content>47,672</content>
+         </cell>
+         <cell id='72' start-row='9' start-col='5'>
+            <bounding-box x1='333' y1='615' x2='362' y2='625'/>
+            <content>33,936</content>
+         </cell>
+         <cell id='73' start-row='9' start-col='6'>
+            <bounding-box x1='385' y1='615' x2='413' y2='625'/>
+            <content>13,736</content>
+         </cell>
+         <cell id='74' start-row='9' start-col='7'>
+            <bounding-box x1='451' y1='615' x2='474' y2='625'/>
+            <content>6,320</content>
+         </cell>
+         <cell id='75' start-row='9' start-col='8'>
+            <bounding-box x1='502' y1='615' x2='525' y2='625'/>
+            <content>4,993</content>
+         </cell>
+         <cell id='76' start-row='9' start-col='9'>
+            <bounding-box x1='553' y1='615' x2='577' y2='625'/>
+            <content>1,327</content>
+         </cell>
+         <cell id='77' start-row='10' start-col='0'>
+            <bounding-box x1='42' y1='604' x2='63' y2='614'/>
+            <content>2002</content>
+         </cell>
+         <cell id='78' start-row='10' start-col='1'>
+            <bounding-box x1='118' y1='604' x2='147' y2='614'/>
+            <content>54,403</content>
+         </cell>
+         <cell id='79' start-row='10' start-col='2'>
+            <bounding-box x1='170' y1='604' x2='198' y2='614'/>
+            <content>39,000</content>
+         </cell>
+         <cell id='80' start-row='10' start-col='3'>
+            <bounding-box x1='221' y1='604' x2='249' y2='614'/>
+            <content>15,404</content>
+         </cell>
+         <cell id='81' start-row='10' start-col='4'>
+            <bounding-box x1='282' y1='604' x2='310' y2='614'/>
+            <content>48,183</content>
+         </cell>
+         <cell id='82' start-row='10' start-col='5'>
+            <bounding-box x1='333' y1='604' x2='362' y2='614'/>
+            <content>34,114</content>
+         </cell>
+         <cell id='83' start-row='10' start-col='6'>
+            <bounding-box x1='385' y1='604' x2='413' y2='614'/>
+            <content>14,069</content>
+         </cell>
+         <cell id='84' start-row='10' start-col='7'>
+            <bounding-box x1='451' y1='604' x2='474' y2='614'/>
+            <content>6,220</content>
+         </cell>
+         <cell id='85' start-row='10' start-col='8'>
+            <bounding-box x1='502' y1='604' x2='525' y2='614'/>
+            <content>4,886</content>
+         </cell>
+         <cell id='86' start-row='10' start-col='9'>
+            <bounding-box x1='553' y1='604' x2='577' y2='614'/>
+            <content>1,335</content>
+         </cell>
+         <cell id='87' start-row='11' start-col='0'>
+            <bounding-box x1='42' y1='593' x2='63' y2='603'/>
+            <content>2003</content>
+         </cell>
+         <cell id='88' start-row='11' start-col='1'>
+            <bounding-box x1='118' y1='593' x2='147' y2='603'/>
+            <content>54,639</content>
+         </cell>
+         <cell id='89' start-row='11' start-col='2'>
+            <bounding-box x1='170' y1='593' x2='198' y2='603'/>
+            <content>38,962</content>
+         </cell>
+         <cell id='90' start-row='11' start-col='3'>
+            <bounding-box x1='221' y1='593' x2='249' y2='603'/>
+            <content>15,678</content>
+         </cell>
+         <cell id='91' start-row='11' start-col='4'>
+            <bounding-box x1='282' y1='593' x2='310' y2='603'/>
+            <content>48,540</content>
+         </cell>
+         <cell id='92' start-row='11' start-col='5'>
+            <bounding-box x1='333' y1='593' x2='362' y2='603'/>
+            <content>34,201</content>
+         </cell>
+         <cell id='93' start-row='11' start-col='6'>
+            <bounding-box x1='385' y1='593' x2='413' y2='603'/>
+            <content>14,339</content>
+         </cell>
+         <cell id='94' start-row='11' start-col='7'>
+            <bounding-box x1='451' y1='593' x2='474' y2='603'/>
+            <content>6,099</content>
+         </cell>
+         <cell id='95' start-row='11' start-col='8'>
+            <bounding-box x1='502' y1='593' x2='525' y2='603'/>
+            <content>4,761</content>
+         </cell>
+         <cell id='96' start-row='11' start-col='9'>
+            <bounding-box x1='553' y1='593' x2='577' y2='603'/>
+            <content>1,338</content>
+         </cell>
+         <cell id='97' start-row='12' start-col='0'>
+            <bounding-box x1='42' y1='582' x2='63' y2='592'/>
+            <content>2004</content>
+         </cell>
+         <cell id='98' start-row='12' start-col='1'>
+            <bounding-box x1='118' y1='582' x2='147' y2='592'/>
+            <content>54,882</content>
+         </cell>
+         <cell id='99' start-row='12' start-col='2'>
+            <bounding-box x1='170' y1='582' x2='198' y2='592'/>
+            <content>38,908</content>
+         </cell>
+         <cell id='100' start-row='12' start-col='3'>
+            <bounding-box x1='221' y1='582' x2='249' y2='592'/>
+            <content>15,974</content>
+         </cell>
+         <cell id='101' start-row='12' start-col='4'>
+            <bounding-box x1='282' y1='582' x2='310' y2='592'/>
+            <content>48,795</content>
+         </cell>
+         <cell id='102' start-row='12' start-col='5'>
+            <bounding-box x1='333' y1='582' x2='362' y2='592'/>
+            <content>34,178</content>
+         </cell>
+         <cell id='103' start-row='12' start-col='6'>
+            <bounding-box x1='385' y1='582' x2='413' y2='592'/>
+            <content>14,618</content>
+         </cell>
+         <cell id='104' start-row='12' start-col='7'>
+            <bounding-box x1='451' y1='582' x2='474' y2='592'/>
+            <content>6,087</content>
+         </cell>
+         <cell id='105' start-row='12' start-col='8'>
+            <bounding-box x1='502' y1='582' x2='525' y2='592'/>
+            <content>4,731</content>
+         </cell>
+         <cell id='106' start-row='12' start-col='9'>
+            <bounding-box x1='553' y1='582' x2='577' y2='592'/>
+            <content>1,356</content>
+         </cell>
+         <cell id='107' start-row='13' start-col='0'>
+            <bounding-box x1='42' y1='571' x2='63' y2='581'/>
+            <content>2005</content>
+         </cell>
+         <cell id='108' start-row='13' start-col='1'>
+            <bounding-box x1='118' y1='571' x2='147' y2='581'/>
+            <content>55,187</content>
+         </cell>
+         <cell id='109' start-row='13' start-col='2'>
+            <bounding-box x1='170' y1='571' x2='198' y2='581'/>
+            <content>38,903</content>
+         </cell>
+         <cell id='110' start-row='13' start-col='3'>
+            <bounding-box x1='221' y1='571' x2='249' y2='581'/>
+            <content>16,283</content>
+         </cell>
+         <cell id='111' start-row='13' start-col='4'>
+            <bounding-box x1='282' y1='571' x2='310' y2='581'/>
+            <content>49,113</content>
+         </cell>
+         <cell id='112' start-row='13' start-col='5'>
+            <bounding-box x1='333' y1='571' x2='362' y2='581'/>
+            <content>34,204</content>
+         </cell>
+         <cell id='113' start-row='13' start-col='6'>
+            <bounding-box x1='385' y1='571' x2='413' y2='581'/>
+            <content>14,909</content>
+         </cell>
+         <cell id='114' start-row='13' start-col='7'>
+            <bounding-box x1='451' y1='571' x2='474' y2='581'/>
+            <content>6,073</content>
+         </cell>
+         <cell id='115' start-row='13' start-col='8'>
+            <bounding-box x1='502' y1='571' x2='525' y2='581'/>
+            <content>4,699</content>
+         </cell>
+         <cell id='116' start-row='13' start-col='9'>
+            <bounding-box x1='553' y1='571' x2='577' y2='581'/>
+            <content>1,374</content>
+         </cell>
+         <cell id='117' start-row='14' start-col='0'>
+            <bounding-box x1='42' y1='560' x2='63' y2='570'/>
+            <content>2006</content>
+         </cell>
+         <cell id='118' start-row='14' start-col='1'>
+            <bounding-box x1='118' y1='560' x2='147' y2='570'/>
+            <content>55,307</content>
+         </cell>
+         <cell id='119' start-row='14' start-col='2'>
+            <bounding-box x1='170' y1='560' x2='198' y2='570'/>
+            <content>38,838</content>
+         </cell>
+         <cell id='120' start-row='14' start-col='3'>
+            <bounding-box x1='221' y1='560' x2='249' y2='570'/>
+            <content>16,469</content>
+         </cell>
+         <cell id='121' start-row='14' start-col='4'>
+            <bounding-box x1='282' y1='560' x2='310' y2='570'/>
+            <content>49,316</content>
+         </cell>
+         <cell id='122' start-row='14' start-col='5'>
+            <bounding-box x1='333' y1='560' x2='362' y2='570'/>
+            <content>34,235</content>
+         </cell>
+         <cell id='123' start-row='14' start-col='6'>
+            <bounding-box x1='385' y1='560' x2='413' y2='570'/>
+            <content>15,081</content>
+         </cell>
+         <cell id='124' start-row='14' start-col='7'>
+            <bounding-box x1='451' y1='560' x2='474' y2='570'/>
+            <content>5,991</content>
+         </cell>
+         <cell id='125' start-row='14' start-col='8'>
+            <bounding-box x1='502' y1='560' x2='525' y2='570'/>
+            <content>4,604</content>
+         </cell>
+         <cell id='126' start-row='14' start-col='9'>
+            <bounding-box x1='553' y1='560' x2='577' y2='570'/>
+            <content>1,388</content>
+         </cell>
+         <cell id='127' start-row='15' start-col='0'>
+            <bounding-box x1='42' y1='549' x2='63' y2='559'/>
+            <content>2007</content>
+         </cell>
+         <cell id='128' start-row='15' start-col='1'>
+            <bounding-box x1='118' y1='549' x2='147' y2='559'/>
+            <content>55,203</content>
+         </cell>
+         <cell id='129' start-row='15' start-col='2'>
+            <bounding-box x1='170' y1='549' x2='198' y2='559'/>
+            <content>38,722</content>
+         </cell>
+         <cell id='130' start-row='15' start-col='3'>
+            <bounding-box x1='221' y1='549' x2='249' y2='559'/>
+            <content>16,481</content>
+         </cell>
+         <cell id='131' start-row='15' start-col='4'>
+            <bounding-box x1='282' y1='549' x2='310' y2='559'/>
+            <content>49,293</content>
+         </cell>
+         <cell id='132' start-row='15' start-col='5'>
+            <bounding-box x1='333' y1='549' x2='362' y2='559'/>
+            <content>34,205</content>
+         </cell>
+         <cell id='133' start-row='15' start-col='6'>
+            <bounding-box x1='385' y1='549' x2='413' y2='559'/>
+            <content>15,087</content>
+         </cell>
+         <cell id='134' start-row='15' start-col='7'>
+            <bounding-box x1='451' y1='549' x2='474' y2='559'/>
+            <content>5,910</content>
+         </cell>
+         <cell id='135' start-row='15' start-col='8'>
+            <bounding-box x1='502' y1='549' x2='525' y2='559'/>
+            <content>4,517</content>
+         </cell>
+         <cell id='136' start-row='15' start-col='9'>
+            <bounding-box x1='553' y1='549' x2='577' y2='559'/>
+            <content>1,394</content>
+         </cell>
+         <cell id='137' start-row='16' start-col='0'>
+            <bounding-box x1='42' y1='538' x2='63' y2='548'/>
+            <content>2008</content>
+         </cell>
+         <cell id='138' start-row='16' start-col='1'>
+            <bounding-box x1='118' y1='538' x2='147' y2='548'/>
+            <content>54,973</content>
+         </cell>
+         <cell id='139' start-row='16' start-col='2'>
+            <bounding-box x1='170' y1='538' x2='198' y2='548'/>
+            <content>38,620</content>
+         </cell>
+         <cell id='140' start-row='16' start-col='3'>
+            <bounding-box x1='221' y1='538' x2='249' y2='548'/>
+            <content>16,353</content>
+         </cell>
+         <cell id='141' start-row='16' start-col='4'>
+            <bounding-box x1='282' y1='538' x2='310' y2='548'/>
+            <content>49,266</content>
+         </cell>
+         <cell id='142' start-row='16' start-col='5'>
+            <bounding-box x1='333' y1='538' x2='362' y2='548'/>
+            <content>34,286</content>
+         </cell>
+         <cell id='143' start-row='16' start-col='6'>
+            <bounding-box x1='385' y1='538' x2='413' y2='548'/>
+            <content>14,980</content>
+         </cell>
+         <cell id='144' start-row='16' start-col='7'>
+            <bounding-box x1='451' y1='538' x2='474' y2='548'/>
+            <content>5,707</content>
+         </cell>
+         <cell id='145' start-row='16' start-col='8'>
+            <bounding-box x1='502' y1='538' x2='525' y2='548'/>
+            <content>4,335</content>
+         </cell>
+         <cell id='146' start-row='16' start-col='9'>
+            <bounding-box x1='553' y1='538' x2='577' y2='548'/>
+            <content>1,373</content>
+         </cell>
+         <cell id='147' start-row='17' start-col='0'>
+            <bounding-box x1='42' y1='527' x2='63' y2='537'/>
+            <content>2009</content>
+         </cell>
+         <cell id='148' start-row='17' start-col='1'>
+            <bounding-box x1='118' y1='527' x2='147' y2='537'/>
+            <content>54,862</content>
+         </cell>
+         <cell id='149' start-row='17' start-col='2'>
+            <bounding-box x1='170' y1='527' x2='198' y2='537'/>
+            <content>38,569</content>
+         </cell>
+         <cell id='150' start-row='17' start-col='3'>
+            <bounding-box x1='221' y1='527' x2='249' y2='537'/>
+            <content>16,293</content>
+         </cell>
+         <cell id='151' start-row='17' start-col='4'>
+            <bounding-box x1='282' y1='527' x2='310' y2='537'/>
+            <content>49,373</content>
+         </cell>
+         <cell id='152' start-row='17' start-col='5'>
+            <bounding-box x1='333' y1='527' x2='362' y2='537'/>
+            <content>34,418</content>
+         </cell>
+         <cell id='153' start-row='17' start-col='6'>
+            <bounding-box x1='385' y1='527' x2='413' y2='537'/>
+            <content>14,955</content>
+         </cell>
+         <cell id='154' start-row='17' start-col='7'>
+            <bounding-box x1='451' y1='527' x2='474' y2='537'/>
+            <content>5,488</content>
+         </cell>
+         <cell id='155' start-row='17' start-col='8'>
+            <bounding-box x1='502' y1='527' x2='525' y2='537'/>
+            <content>4,151</content>
+         </cell>
+         <cell id='156' start-row='17' start-col='9'>
+            <bounding-box x1='553' y1='527' x2='577' y2='537'/>
+            <content>1,338</content>
+         </cell>
+         <cell id='157' start-row='18' start-col='0'>
+            <bounding-box x1='42' y1='516' x2='63' y2='526'/>
+            <content>2010</content>
+         </cell>
+         <cell id='158' start-row='18' start-col='1'>
+            <bounding-box x1='118' y1='516' x2='147' y2='526'/>
+            <content>54,876</content>
+         </cell>
+         <cell id='159' start-row='18' start-col='2'>
+            <bounding-box x1='170' y1='516' x2='198' y2='526'/>
+            <content>38,716</content>
+         </cell>
+         <cell id='160' start-row='18' start-col='3'>
+            <bounding-box x1='221' y1='516' x2='249' y2='526'/>
+            <content>16,160</content>
+         </cell>
+         <cell id='161' start-row='18' start-col='4'>
+            <bounding-box x1='282' y1='516' x2='310' y2='526'/>
+            <content>49,484</content>
+         </cell>
+         <cell id='162' start-row='18' start-col='5'>
+            <bounding-box x1='333' y1='516' x2='362' y2='526'/>
+            <content>34,625</content>
+         </cell>
+         <cell id='163' start-row='18' start-col='6'>
+            <bounding-box x1='385' y1='516' x2='413' y2='526'/>
+            <content>14,860</content>
+         </cell>
+         <cell id='164' start-row='18' start-col='7'>
+            <bounding-box x1='451' y1='516' x2='474' y2='526'/>
+            <content>5,391</content>
+         </cell>
+         <cell id='165' start-row='18' start-col='8'>
+            <bounding-box x1='502' y1='516' x2='525' y2='526'/>
+            <content>4,091</content>
+         </cell>
+         <cell id='166' start-row='18' start-col='9'>
+            <bounding-box x1='553' y1='516' x2='577' y2='526'/>
+            <content>1,300</content>
+         </cell>
+         <cell id='167' start-row='19' start-col='0'>
+            <bounding-box x1='42' y1='496' x2='85' y2='506'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='168' start-row='20' start-col='0'>
+            <bounding-box x1='42' y1='485' x2='63' y2='495'/>
+            <content>2011</content>
+         </cell>
+         <cell id='169' start-row='20' start-col='1'>
+            <bounding-box x1='118' y1='485' x2='147' y2='495'/>
+            <content>54,956</content>
+         </cell>
+         <cell id='170' start-row='20' start-col='2'>
+            <bounding-box x1='170' y1='485' x2='198' y2='495'/>
+            <content>38,909</content>
+         </cell>
+         <cell id='171' start-row='20' start-col='3'>
+            <bounding-box x1='221' y1='485' x2='249' y2='495'/>
+            <content>16,047</content>
+         </cell>
+         <cell id='172' start-row='20' start-col='4'>
+            <bounding-box x1='282' y1='485' x2='310' y2='495'/>
+            <content>49,636</content>
+         </cell>
+         <cell id='173' start-row='20' start-col='5'>
+            <bounding-box x1='333' y1='485' x2='362' y2='495'/>
+            <content>34,849</content>
+         </cell>
+         <cell id='174' start-row='20' start-col='6'>
+            <bounding-box x1='385' y1='485' x2='413' y2='495'/>
+            <content>14,787</content>
+         </cell>
+         <cell id='175' start-row='20' start-col='7'>
+            <bounding-box x1='451' y1='485' x2='474' y2='495'/>
+            <content>5,320</content>
+         </cell>
+         <cell id='176' start-row='20' start-col='8'>
+            <bounding-box x1='502' y1='485' x2='525' y2='495'/>
+            <content>4,060</content>
+         </cell>
+         <cell id='177' start-row='20' start-col='9'>
+            <bounding-box x1='553' y1='485' x2='577' y2='495'/>
+            <content>1,260</content>
+         </cell>
+         <cell id='178' start-row='21' start-col='0'>
+            <bounding-box x1='42' y1='474' x2='63' y2='484'/>
+            <content>2012</content>
+         </cell>
+         <cell id='179' start-row='21' start-col='1'>
+            <bounding-box x1='118' y1='474' x2='147' y2='484'/>
+            <content>55,091</content>
+         </cell>
+         <cell id='180' start-row='21' start-col='2'>
+            <bounding-box x1='170' y1='474' x2='198' y2='484'/>
+            <content>39,115</content>
+         </cell>
+         <cell id='181' start-row='21' start-col='3'>
+            <bounding-box x1='221' y1='474' x2='249' y2='484'/>
+            <content>15,976</content>
+         </cell>
+         <cell id='182' start-row='21' start-col='4'>
+            <bounding-box x1='282' y1='474' x2='310' y2='484'/>
+            <content>49,828</content>
+         </cell>
+         <cell id='183' start-row='21' start-col='5'>
+            <bounding-box x1='333' y1='474' x2='362' y2='484'/>
+            <content>35,076</content>
+         </cell>
+         <cell id='184' start-row='21' start-col='6'>
+            <bounding-box x1='385' y1='474' x2='413' y2='484'/>
+            <content>14,752</content>
+         </cell>
+         <cell id='185' start-row='21' start-col='7'>
+            <bounding-box x1='451' y1='474' x2='474' y2='484'/>
+            <content>5,263</content>
+         </cell>
+         <cell id='186' start-row='21' start-col='8'>
+            <bounding-box x1='502' y1='474' x2='525' y2='484'/>
+            <content>4,039</content>
+         </cell>
+         <cell id='187' start-row='21' start-col='9'>
+            <bounding-box x1='553' y1='474' x2='577' y2='484'/>
+            <content>1,224</content>
+         </cell>
+         <cell id='188' start-row='22' start-col='0'>
+            <bounding-box x1='42' y1='463' x2='63' y2='473'/>
+            <content>2013</content>
+         </cell>
+         <cell id='189' start-row='22' start-col='1'>
+            <bounding-box x1='118' y1='463' x2='147' y2='473'/>
+            <content>55,288</content>
+         </cell>
+         <cell id='190' start-row='22' start-col='2'>
+            <bounding-box x1='170' y1='463' x2='198' y2='473'/>
+            <content>39,334</content>
+         </cell>
+         <cell id='191' start-row='22' start-col='3'>
+            <bounding-box x1='221' y1='463' x2='249' y2='473'/>
+            <content>15,954</content>
+         </cell>
+         <cell id='192' start-row='22' start-col='4'>
+            <bounding-box x1='282' y1='463' x2='310' y2='473'/>
+            <content>50,067</content>
+         </cell>
+         <cell id='193' start-row='22' start-col='5'>
+            <bounding-box x1='333' y1='463' x2='362' y2='473'/>
+            <content>35,301</content>
+         </cell>
+         <cell id='194' start-row='22' start-col='6'>
+            <bounding-box x1='385' y1='463' x2='413' y2='473'/>
+            <content>14,766</content>
+         </cell>
+         <cell id='195' start-row='22' start-col='7'>
+            <bounding-box x1='451' y1='463' x2='474' y2='473'/>
+            <content>5,221</content>
+         </cell>
+         <cell id='196' start-row='22' start-col='8'>
+            <bounding-box x1='502' y1='463' x2='525' y2='473'/>
+            <content>4,033</content>
+         </cell>
+         <cell id='197' start-row='22' start-col='9'>
+            <bounding-box x1='553' y1='463' x2='577' y2='473'/>
+            <content>1,188</content>
+         </cell>
+         <cell id='198' start-row='23' start-col='0'>
+            <bounding-box x1='42' y1='452' x2='63' y2='462'/>
+            <content>2014</content>
+         </cell>
+         <cell id='199' start-row='23' start-col='1'>
+            <bounding-box x1='118' y1='452' x2='147' y2='462'/>
+            <content>55,599</content>
+         </cell>
+         <cell id='200' start-row='23' start-col='2'>
+            <bounding-box x1='170' y1='452' x2='198' y2='462'/>
+            <content>39,539</content>
+         </cell>
+         <cell id='201' start-row='23' start-col='3'>
+            <bounding-box x1='221' y1='452' x2='250' y2='462'/>
+            <content>16,060</content>
+         </cell>
+         <cell id='202' start-row='23' start-col='4'>
+            <bounding-box x1='282' y1='452' x2='311' y2='462'/>
+            <content>50,407</content>
+         </cell>
+         <cell id='203' start-row='23' start-col='5'>
+            <bounding-box x1='333' y1='452' x2='362' y2='462'/>
+            <content>35,502</content>
+         </cell>
+         <cell id='204' start-row='23' start-col='6'>
+            <bounding-box x1='385' y1='452' x2='413' y2='462'/>
+            <content>14,905</content>
+         </cell>
+         <cell id='205' start-row='23' start-col='7'>
+            <bounding-box x1='451' y1='452' x2='474' y2='462'/>
+            <content>5,192</content>
+         </cell>
+         <cell id='206' start-row='23' start-col='8'>
+            <bounding-box x1='502' y1='452' x2='525' y2='462'/>
+            <content>4,037</content>
+         </cell>
+         <cell id='207' start-row='23' start-col='9'>
+            <bounding-box x1='553' y1='452' x2='577' y2='462'/>
+            <content>1,155</content>
+         </cell>
+         <cell id='208' start-row='24' start-col='0'>
+            <bounding-box x1='42' y1='442' x2='63' y2='452'/>
+            <content>2015</content>
+         </cell>
+         <cell id='209' start-row='24' start-col='1'>
+            <bounding-box x1='118' y1='442' x2='147' y2='452'/>
+            <content>55,957</content>
+         </cell>
+         <cell id='210' start-row='24' start-col='2'>
+            <bounding-box x1='170' y1='442' x2='198' y2='452'/>
+            <content>39,788</content>
+         </cell>
+         <cell id='211' start-row='24' start-col='3'>
+            <bounding-box x1='221' y1='442' x2='250' y2='452'/>
+            <content>16,169</content>
+         </cell>
+         <cell id='212' start-row='24' start-col='4'>
+            <bounding-box x1='282' y1='442' x2='311' y2='452'/>
+            <content>50,773</content>
+         </cell>
+         <cell id='213' start-row='24' start-col='5'>
+            <bounding-box x1='334' y1='442' x2='362' y2='452'/>
+            <content>35,735</content>
+         </cell>
+         <cell id='214' start-row='24' start-col='6'>
+            <bounding-box x1='385' y1='442' x2='413' y2='452'/>
+            <content>15,038</content>
+         </cell>
+         <cell id='215' start-row='24' start-col='7'>
+            <bounding-box x1='451' y1='442' x2='474' y2='452'/>
+            <content>5,183</content>
+         </cell>
+         <cell id='216' start-row='24' start-col='8'>
+            <bounding-box x1='502' y1='442' x2='525' y2='452'/>
+            <content>4,053</content>
+         </cell>
+         <cell id='217' start-row='24' start-col='9'>
+            <bounding-box x1='553' y1='442' x2='577' y2='452'/>
+            <content>1,130</content>
+         </cell>
+         <cell id='218' start-row='25' start-col='0'>
+            <bounding-box x1='42' y1='431' x2='63' y2='441'/>
+            <content>2016</content>
+         </cell>
+         <cell id='219' start-row='25' start-col='1'>
+            <bounding-box x1='118' y1='431' x2='147' y2='441'/>
+            <content>56,330</content>
+         </cell>
+         <cell id='220' start-row='25' start-col='2'>
+            <bounding-box x1='170' y1='431' x2='198' y2='441'/>
+            <content>40,114</content>
+         </cell>
+         <cell id='221' start-row='25' start-col='3'>
+            <bounding-box x1='221' y1='431' x2='250' y2='441'/>
+            <content>16,217</content>
+         </cell>
+         <cell id='222' start-row='25' start-col='4'>
+            <bounding-box x1='282' y1='431' x2='311' y2='441'/>
+            <content>51,146</content>
+         </cell>
+         <cell id='223' start-row='25' start-col='5'>
+            <bounding-box x1='334' y1='431' x2='362' y2='441'/>
+            <content>36,029</content>
+         </cell>
+         <cell id='224' start-row='25' start-col='6'>
+            <bounding-box x1='385' y1='431' x2='413' y2='441'/>
+            <content>15,116</content>
+         </cell>
+         <cell id='225' start-row='25' start-col='7'>
+            <bounding-box x1='451' y1='431' x2='474' y2='441'/>
+            <content>5,185</content>
+         </cell>
+         <cell id='226' start-row='25' start-col='8'>
+            <bounding-box x1='502' y1='431' x2='525' y2='441'/>
+            <content>4,085</content>
+         </cell>
+         <cell id='227' start-row='25' start-col='9'>
+            <bounding-box x1='553' y1='431' x2='577' y2='441'/>
+            <content>1,100</content>
+         </cell>
+         <cell id='228' start-row='26' start-col='0'>
+            <bounding-box x1='42' y1='420' x2='63' y2='430'/>
+            <content>2017</content>
+         </cell>
+         <cell id='229' start-row='26' start-col='1'>
+            <bounding-box x1='118' y1='420' x2='147' y2='430'/>
+            <content>56,722</content>
+         </cell>
+         <cell id='230' start-row='26' start-col='2'>
+            <bounding-box x1='170' y1='420' x2='198' y2='430'/>
+            <content>40,451</content>
+         </cell>
+         <cell id='231' start-row='26' start-col='3'>
+            <bounding-box x1='221' y1='420' x2='250' y2='430'/>
+            <content>16,271</content>
+         </cell>
+         <cell id='232' start-row='26' start-col='4'>
+            <bounding-box x1='282' y1='420' x2='311' y2='430'/>
+            <content>51,524</content>
+         </cell>
+         <cell id='233' start-row='26' start-col='5'>
+            <bounding-box x1='334' y1='420' x2='362' y2='430'/>
+            <content>36,329</content>
+         </cell>
+         <cell id='234' start-row='26' start-col='6'>
+            <bounding-box x1='385' y1='420' x2='413' y2='430'/>
+            <content>15,195</content>
+         </cell>
+         <cell id='235' start-row='26' start-col='7'>
+            <bounding-box x1='451' y1='420' x2='474' y2='430'/>
+            <content>5,198</content>
+         </cell>
+         <cell id='236' start-row='26' start-col='8'>
+            <bounding-box x1='502' y1='420' x2='525' y2='430'/>
+            <content>4,122</content>
+         </cell>
+         <cell id='237' start-row='26' start-col='9'>
+            <bounding-box x1='553' y1='420' x2='577' y2='430'/>
+            <content>1,076</content>
+         </cell>
+         <cell id='238' start-row='27' start-col='0'>
+            <bounding-box x1='42' y1='409' x2='63' y2='419'/>
+            <content>2018</content>
+         </cell>
+         <cell id='239' start-row='27' start-col='1'>
+            <bounding-box x1='118' y1='409' x2='147' y2='419'/>
+            <content>57,098</content>
+         </cell>
+         <cell id='240' start-row='27' start-col='2'>
+            <bounding-box x1='170' y1='409' x2='198' y2='419'/>
+            <content>40,797</content>
+         </cell>
+         <cell id='241' start-row='27' start-col='3'>
+            <bounding-box x1='221' y1='409' x2='250' y2='419'/>
+            <content>16,301</content>
+         </cell>
+         <cell id='242' start-row='27' start-col='4'>
+            <bounding-box x1='282' y1='409' x2='311' y2='419'/>
+            <content>51,880</content>
+         </cell>
+         <cell id='243' start-row='27' start-col='5'>
+            <bounding-box x1='334' y1='409' x2='362' y2='419'/>
+            <content>36,639</content>
+         </cell>
+         <cell id='244' start-row='27' start-col='6'>
+            <bounding-box x1='385' y1='409' x2='413' y2='419'/>
+            <content>15,241</content>
+         </cell>
+         <cell id='245' start-row='27' start-col='7'>
+            <bounding-box x1='451' y1='409' x2='474' y2='419'/>
+            <content>5,218</content>
+         </cell>
+         <cell id='246' start-row='27' start-col='8'>
+            <bounding-box x1='502' y1='409' x2='525' y2='419'/>
+            <content>4,158</content>
+         </cell>
+         <cell id='247' start-row='27' start-col='9'>
+            <bounding-box x1='553' y1='409' x2='577' y2='419'/>
+            <content>1,061</content>
+         </cell>
+         <cell id='248' start-row='28' start-col='0'>
+            <bounding-box x1='42' y1='398' x2='63' y2='408'/>
+            <content>2019</content>
+         </cell>
+         <cell id='249' start-row='28' start-col='1'>
+            <bounding-box x1='118' y1='398' x2='147' y2='408'/>
+            <content>57,507</content>
+         </cell>
+         <cell id='250' start-row='28' start-col='2'>
+            <bounding-box x1='170' y1='398' x2='198' y2='408'/>
+            <content>41,149</content>
+         </cell>
+         <cell id='251' start-row='28' start-col='3'>
+            <bounding-box x1='221' y1='398' x2='249' y2='408'/>
+            <content>16,358</content>
+         </cell>
+         <cell id='252' start-row='28' start-col='4'>
+            <bounding-box x1='282' y1='398' x2='310' y2='408'/>
+            <content>52,260</content>
+         </cell>
+         <cell id='253' start-row='28' start-col='5'>
+            <bounding-box x1='333' y1='398' x2='362' y2='408'/>
+            <content>36,956</content>
+         </cell>
+         <cell id='254' start-row='28' start-col='6'>
+            <bounding-box x1='385' y1='398' x2='413' y2='408'/>
+            <content>15,304</content>
+         </cell>
+         <cell id='255' start-row='28' start-col='7'>
+            <bounding-box x1='451' y1='398' x2='474' y2='408'/>
+            <content>5,247</content>
+         </cell>
+         <cell id='256' start-row='28' start-col='8'>
+            <bounding-box x1='502' y1='398' x2='525' y2='408'/>
+            <content>4,193</content>
+         </cell>
+         <cell id='257' start-row='28' start-col='9'>
+            <bounding-box x1='553' y1='398' x2='577' y2='408'/>
+            <content>1,054</content>
+         </cell>
+         <cell id='258' start-row='29' start-col='0'>
+            <bounding-box x1='42' y1='387' x2='63' y2='397'/>
+            <content>2020</content>
+         </cell>
+         <cell id='259' start-row='29' start-col='1'>
+            <bounding-box x1='118' y1='387' x2='147' y2='397'/>
+            <content>57,975</content>
+         </cell>
+         <cell id='260' start-row='29' start-col='2'>
+            <bounding-box x1='170' y1='387' x2='198' y2='397'/>
+            <content>41,506</content>
+         </cell>
+         <cell id='261' start-row='29' start-col='3'>
+            <bounding-box x1='221' y1='387' x2='249' y2='397'/>
+            <content>16,469</content>
+         </cell>
+         <cell id='262' start-row='29' start-col='4'>
+            <bounding-box x1='282' y1='387' x2='310' y2='397'/>
+            <content>52,688</content>
+         </cell>
+         <cell id='263' start-row='29' start-col='5'>
+            <bounding-box x1='333' y1='387' x2='362' y2='397'/>
+            <content>37,278</content>
+         </cell>
+         <cell id='264' start-row='29' start-col='6'>
+            <bounding-box x1='385' y1='387' x2='413' y2='397'/>
+            <content>15,410</content>
+         </cell>
+         <cell id='265' start-row='29' start-col='7'>
+            <bounding-box x1='451' y1='387' x2='474' y2='397'/>
+            <content>5,287</content>
+         </cell>
+         <cell id='266' start-row='29' start-col='8'>
+            <bounding-box x1='502' y1='387' x2='525' y2='397'/>
+            <content>4,228</content>
+         </cell>
+         <cell id='267' start-row='29' start-col='9'>
+            <bounding-box x1='553' y1='387' x2='577' y2='397'/>
+            <content>1,059</content>
+         </cell>
+         <cell id='268' start-row='30' start-col='0'>
+            <bounding-box x1='42' y1='376' x2='63' y2='386'/>
+            <content>2021</content>
+         </cell>
+         <cell id='269' start-row='30' start-col='1'>
+            <bounding-box x1='118' y1='376' x2='147' y2='386'/>
+            <content>58,444</content>
+         </cell>
+         <cell id='270' start-row='30' start-col='2'>
+            <bounding-box x1='170' y1='376' x2='198' y2='386'/>
+            <content>41,861</content>
+         </cell>
+         <cell id='271' start-row='30' start-col='3'>
+            <bounding-box x1='221' y1='376' x2='249' y2='386'/>
+            <content>16,583</content>
+         </cell>
+         <cell id='272' start-row='30' start-col='4'>
+            <bounding-box x1='282' y1='376' x2='310' y2='386'/>
+            <content>53,113</content>
+         </cell>
+         <cell id='273' start-row='30' start-col='5'>
+            <bounding-box x1='333' y1='376' x2='362' y2='386'/>
+            <content>37,598</content>
+         </cell>
+         <cell id='274' start-row='30' start-col='6'>
+            <bounding-box x1='385' y1='376' x2='413' y2='386'/>
+            <content>15,515</content>
+         </cell>
+         <cell id='275' start-row='30' start-col='7'>
+            <bounding-box x1='451' y1='376' x2='474' y2='386'/>
+            <content>5,331</content>
+         </cell>
+         <cell id='276' start-row='30' start-col='8'>
+            <bounding-box x1='502' y1='376' x2='525' y2='386'/>
+            <content>4,263</content>
+         </cell>
+         <cell id='277' start-row='30' start-col='9'>
+            <bounding-box x1='553' y1='376' x2='577' y2='386'/>
+            <content>1,068</content>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='-1' page='3'>
+         <cell id='2' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='36' y1='695' x2='53' y2='704'/>
+            <content>Year</content>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+         </cell>
+         <cell id='3' start-row='1' end-row='2' start-col='1'>
+            <bounding-box x1='117' y1='695' x2='137' y2='705'/>
+            <content>Total</content>
+         </cell>
+         <cell id='4' start-row='1' start-col='2' end-col='9'>
+            <bounding-box x1='355' y1='709' x2='381' y2='719'/>
+            <content>Grade</content>
+         </cell>
+         <cell id='6' start-row='2' start-col='2'>
+            <bounding-box x1='180' y1='695' x2='193' y2='705'/>
+            <content>PK</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='3'>
+            <bounding-box x1='240' y1='695' x2='247' y2='705'/>
+            <content>K</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='4'>
+            <bounding-box x1='295' y1='695' x2='301' y2='705'/>
+            <content>1</content>
+         </cell>
+         <cell id='9' start-row='2' start-col='5'>
+            <bounding-box x1='349' y1='695' x2='355' y2='705'/>
+            <content>2</content>
+         </cell>
+         <cell id='10' start-row='2' start-col='6'>
+            <bounding-box x1='402' y1='695' x2='408' y2='705'/>
+            <content>3</content>
+         </cell>
+         <cell id='11' start-row='2' start-col='7'>
+            <bounding-box x1='456' y1='695' x2='462' y2='705'/>
+            <content>4</content>
+         </cell>
+         <cell id='12' start-row='2' start-col='8'>
+            <bounding-box x1='510' y1='695' x2='516' y2='705'/>
+            <content>5</content>
+         </cell>
+         <cell id='13' start-row='2' start-col='9'>
+            <bounding-box x1='564' y1='695' x2='570' y2='705'/>
+            <content>6</content>
+         </cell>
+         <cell id='14' start-row='3' start-col='0'>
+            <bounding-box x1='36' y1='681' x2='64' y2='691'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='15' start-row='4' start-col='0'>
+            <bounding-box x1='36' y1='670' x2='57' y2='680'/>
+            <content>1996</content>
+         </cell>
+         <cell id='16' start-row='4' start-col='1'>
+            <bounding-box x1='108' y1='670' x2='137' y2='680'/>
+            <content>45,611</content>
+         </cell>
+         <cell id='17' start-row='4' start-col='2'>
+            <bounding-box x1='177' y1='670' x2='193' y2='680'/>
+            <content>670</content>
+         </cell>
+         <cell id='18' start-row='4' start-col='3'>
+            <bounding-box x1='223' y1='670' x2='247' y2='680'/>
+            <content>3,532</content>
+         </cell>
+         <cell id='19' start-row='4' start-col='4'>
+            <bounding-box x1='277' y1='670' x2='301' y2='680'/>
+            <content>3,770</content>
+         </cell>
+         <cell id='20' start-row='4' start-col='5'>
+            <bounding-box x1='331' y1='670' x2='355' y2='680'/>
+            <content>3,600</content>
+         </cell>
+         <cell id='21' start-row='4' start-col='6'>
+            <bounding-box x1='385' y1='670' x2='408' y2='680'/>
+            <content>3,524</content>
+         </cell>
+         <cell id='22' start-row='4' start-col='7'>
+            <bounding-box x1='439' y1='670' x2='462' y2='680'/>
+            <content>3,454</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='8'>
+            <bounding-box x1='493' y1='670' x2='516' y2='680'/>
+            <content>3,453</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='9'>
+            <bounding-box x1='547' y1='670' x2='570' y2='680'/>
+            <content>3,494</content>
+         </cell>
+         <cell id='25' start-row='5' start-col='0'>
+            <bounding-box x1='36' y1='659' x2='57' y2='669'/>
+            <content>1997</content>
+         </cell>
+         <cell id='26' start-row='5' start-col='1'>
+            <bounding-box x1='109' y1='659' x2='137' y2='669'/>
+            <content>46,127</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='2'>
+            <bounding-box x1='177' y1='659' x2='193' y2='669'/>
+            <content>695</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='3'>
+            <bounding-box x1='223' y1='659' x2='247' y2='669'/>
+            <content>3,503</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='4'>
+            <bounding-box x1='277' y1='659' x2='301' y2='669'/>
+            <content>3,755</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='5'>
+            <bounding-box x1='331' y1='659' x2='355' y2='669'/>
+            <content>3,689</content>
+         </cell>
+         <cell id='31' start-row='5' start-col='6'>
+            <bounding-box x1='385' y1='659' x2='408' y2='669'/>
+            <content>3,597</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='7'>
+            <bounding-box x1='439' y1='659' x2='462' y2='669'/>
+            <content>3,507</content>
+         </cell>
+         <cell id='33' start-row='5' start-col='8'>
+            <bounding-box x1='493' y1='659' x2='516' y2='669'/>
+            <content>3,458</content>
+         </cell>
+         <cell id='34' start-row='5' start-col='9'>
+            <bounding-box x1='547' y1='659' x2='570' y2='669'/>
+            <content>3,492</content>
+         </cell>
+         <cell id='35' start-row='6' start-col='0'>
+            <bounding-box x1='36' y1='648' x2='57' y2='658'/>
+            <content>1998</content>
+         </cell>
+         <cell id='36' start-row='6' start-col='1'>
+            <bounding-box x1='109' y1='648' x2='137' y2='658'/>
+            <content>46,539</content>
+         </cell>
+         <cell id='37' start-row='6' start-col='2'>
+            <bounding-box x1='177' y1='648' x2='193' y2='658'/>
+            <content>729</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='3'>
+            <bounding-box x1='223' y1='648' x2='247' y2='658'/>
+            <content>3,443</content>
+         </cell>
+         <cell id='39' start-row='6' start-col='4'>
+            <bounding-box x1='277' y1='648' x2='301' y2='658'/>
+            <content>3,727</content>
+         </cell>
+         <cell id='40' start-row='6' start-col='5'>
+            <bounding-box x1='331' y1='648' x2='355' y2='658'/>
+            <content>3,681</content>
+         </cell>
+         <cell id='41' start-row='6' start-col='6'>
+            <bounding-box x1='385' y1='648' x2='408' y2='658'/>
+            <content>3,696</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='7'>
+            <bounding-box x1='439' y1='648' x2='462' y2='658'/>
+            <content>3,592</content>
+         </cell>
+         <cell id='43' start-row='6' start-col='8'>
+            <bounding-box x1='493' y1='648' x2='516' y2='658'/>
+            <content>3,520</content>
+         </cell>
+         <cell id='44' start-row='6' start-col='9'>
+            <bounding-box x1='547' y1='648' x2='570' y2='658'/>
+            <content>3,497</content>
+         </cell>
+         <cell id='45' start-row='7' start-col='0'>
+            <bounding-box x1='36' y1='637' x2='57' y2='647'/>
+            <content>1999</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='1'>
+            <bounding-box x1='109' y1='637' x2='137' y2='647'/>
+            <content>46,857</content>
+         </cell>
+         <cell id='47' start-row='7' start-col='2'>
+            <bounding-box x1='177' y1='637' x2='193' y2='647'/>
+            <content>751</content>
+         </cell>
+         <cell id='48' start-row='7' start-col='3'>
+            <bounding-box x1='223' y1='637' x2='247' y2='647'/>
+            <content>3,397</content>
+         </cell>
+         <cell id='49' start-row='7' start-col='4'>
+            <bounding-box x1='277' y1='637' x2='301' y2='647'/>
+            <content>3,684</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='5'>
+            <bounding-box x1='331' y1='637' x2='355' y2='647'/>
+            <content>3,656</content>
+         </cell>
+         <cell id='51' start-row='7' start-col='6'>
+            <bounding-box x1='385' y1='637' x2='409' y2='647'/>
+            <content>3,691</content>
+         </cell>
+         <cell id='52' start-row='7' start-col='7'>
+            <bounding-box x1='439' y1='637' x2='462' y2='647'/>
+            <content>3,686</content>
+         </cell>
+         <cell id='53' start-row='7' start-col='8'>
+            <bounding-box x1='493' y1='637' x2='516' y2='647'/>
+            <content>3,604</content>
+         </cell>
+         <cell id='54' start-row='7' start-col='9'>
+            <bounding-box x1='547' y1='637' x2='570' y2='647'/>
+            <content>3,564</content>
+         </cell>
+         <cell id='55' start-row='8' start-col='0'>
+            <bounding-box x1='36' y1='626' x2='57' y2='636'/>
+            <content>2000</content>
+         </cell>
+         <cell id='56' start-row='8' start-col='1'>
+            <bounding-box x1='109' y1='626' x2='137' y2='636'/>
+            <content>47,204</content>
+         </cell>
+         <cell id='57' start-row='8' start-col='2'>
+            <bounding-box x1='177' y1='626' x2='193' y2='636'/>
+            <content>776</content>
+         </cell>
+         <cell id='58' start-row='8' start-col='3'>
+            <bounding-box x1='223' y1='626' x2='247' y2='636'/>
+            <content>3,382</content>
+         </cell>
+         <cell id='59' start-row='8' start-col='4'>
+            <bounding-box x1='277' y1='626' x2='301' y2='636'/>
+            <content>3,636</content>
+         </cell>
+         <cell id='60' start-row='8' start-col='5'>
+            <bounding-box x1='331' y1='626' x2='355' y2='636'/>
+            <content>3,634</content>
+         </cell>
+         <cell id='61' start-row='8' start-col='6'>
+            <bounding-box x1='385' y1='626' x2='409' y2='636'/>
+            <content>3,676</content>
+         </cell>
+         <cell id='62' start-row='8' start-col='7'>
+            <bounding-box x1='439' y1='626' x2='462' y2='636'/>
+            <content>3,711</content>
+         </cell>
+         <cell id='63' start-row='8' start-col='8'>
+            <bounding-box x1='493' y1='626' x2='516' y2='636'/>
+            <content>3,707</content>
+         </cell>
+         <cell id='64' start-row='8' start-col='9'>
+            <bounding-box x1='547' y1='626' x2='570' y2='636'/>
+            <content>3,663</content>
+         </cell>
+         <cell id='65' start-row='9' start-col='0'>
+            <bounding-box x1='36' y1='615' x2='57' y2='625'/>
+            <content>2001</content>
+         </cell>
+         <cell id='66' start-row='9' start-col='1'>
+            <bounding-box x1='109' y1='615' x2='137' y2='625'/>
+            <content>47,672</content>
+         </cell>
+         <cell id='67' start-row='9' start-col='2'>
+            <bounding-box x1='177' y1='615' x2='193' y2='625'/>
+            <content>865</content>
+         </cell>
+         <cell id='68' start-row='9' start-col='3'>
+            <bounding-box x1='223' y1='615' x2='247' y2='625'/>
+            <content>3,379</content>
+         </cell>
+         <cell id='69' start-row='9' start-col='4'>
+            <bounding-box x1='277' y1='615' x2='301' y2='625'/>
+            <content>3,614</content>
+         </cell>
+         <cell id='70' start-row='9' start-col='5'>
+            <bounding-box x1='331' y1='615' x2='355' y2='625'/>
+            <content>3,593</content>
+         </cell>
+         <cell id='71' start-row='9' start-col='6'>
+            <bounding-box x1='385' y1='615' x2='409' y2='625'/>
+            <content>3,653</content>
+         </cell>
+         <cell id='72' start-row='9' start-col='7'>
+            <bounding-box x1='439' y1='615' x2='462' y2='625'/>
+            <content>3,695</content>
+         </cell>
+         <cell id='73' start-row='9' start-col='8'>
+            <bounding-box x1='493' y1='615' x2='516' y2='625'/>
+            <content>3,727</content>
+         </cell>
+         <cell id='74' start-row='9' start-col='9'>
+            <bounding-box x1='547' y1='615' x2='570' y2='625'/>
+            <content>3,769</content>
+         </cell>
+         <cell id='75' start-row='10' start-col='0'>
+            <bounding-box x1='36' y1='605' x2='57' y2='615'/>
+            <content>2002</content>
+         </cell>
+         <cell id='76' start-row='10' start-col='1'>
+            <bounding-box x1='109' y1='605' x2='137' y2='615'/>
+            <content>48,183</content>
+         </cell>
+         <cell id='77' start-row='10' start-col='2'>
+            <bounding-box x1='177' y1='605' x2='193' y2='615'/>
+            <content>915</content>
+         </cell>
+         <cell id='78' start-row='10' start-col='3'>
+            <bounding-box x1='223' y1='605' x2='247' y2='615'/>
+            <content>3,434</content>
+         </cell>
+         <cell id='79' start-row='10' start-col='4'>
+            <bounding-box x1='277' y1='605' x2='301' y2='615'/>
+            <content>3,594</content>
+         </cell>
+         <cell id='80' start-row='10' start-col='5'>
+            <bounding-box x1='331' y1='605' x2='355' y2='615'/>
+            <content>3,565</content>
+         </cell>
+         <cell id='81' start-row='10' start-col='6'>
+            <bounding-box x1='385' y1='605' x2='409' y2='615'/>
+            <content>3,623</content>
+         </cell>
+         <cell id='82' start-row='10' start-col='7'>
+            <bounding-box x1='439' y1='605' x2='462' y2='615'/>
+            <content>3,669</content>
+         </cell>
+         <cell id='83' start-row='10' start-col='8'>
+            <bounding-box x1='493' y1='605' x2='516' y2='615'/>
+            <content>3,711</content>
+         </cell>
+         <cell id='84' start-row='10' start-col='9'>
+            <bounding-box x1='547' y1='605' x2='570' y2='615'/>
+            <content>3,788</content>
+         </cell>
+         <cell id='85' start-row='11' start-col='0'>
+            <bounding-box x1='36' y1='594' x2='57' y2='604'/>
+            <content>2003</content>
+         </cell>
+         <cell id='86' start-row='11' start-col='1'>
+            <bounding-box x1='109' y1='594' x2='137' y2='604'/>
+            <content>48,540</content>
+         </cell>
+         <cell id='87' start-row='11' start-col='2'>
+            <bounding-box x1='177' y1='594' x2='193' y2='604'/>
+            <content>950</content>
+         </cell>
+         <cell id='88' start-row='11' start-col='3'>
+            <bounding-box x1='224' y1='594' x2='247' y2='604'/>
+            <content>3,503</content>
+         </cell>
+         <cell id='89' start-row='11' start-col='4'>
+            <bounding-box x1='277' y1='594' x2='301' y2='604'/>
+            <content>3,613</content>
+         </cell>
+         <cell id='90' start-row='11' start-col='5'>
+            <bounding-box x1='331' y1='594' x2='355' y2='604'/>
+            <content>3,544</content>
+         </cell>
+         <cell id='91' start-row='11' start-col='6'>
+            <bounding-box x1='385' y1='594' x2='409' y2='604'/>
+            <content>3,611</content>
+         </cell>
+         <cell id='92' start-row='11' start-col='7'>
+            <bounding-box x1='439' y1='594' x2='462' y2='604'/>
+            <content>3,619</content>
+         </cell>
+         <cell id='93' start-row='11' start-col='8'>
+            <bounding-box x1='493' y1='594' x2='516' y2='604'/>
+            <content>3,685</content>
+         </cell>
+         <cell id='94' start-row='11' start-col='9'>
+            <bounding-box x1='547' y1='594' x2='570' y2='604'/>
+            <content>3,772</content>
+         </cell>
+         <cell id='95' start-row='12' start-col='0'>
+            <bounding-box x1='36' y1='583' x2='57' y2='593'/>
+            <content>2004</content>
+         </cell>
+         <cell id='96' start-row='12' start-col='1'>
+            <bounding-box x1='109' y1='583' x2='137' y2='593'/>
+            <content>48,795</content>
+         </cell>
+         <cell id='97' start-row='12' start-col='2'>
+            <bounding-box x1='177' y1='583' x2='193' y2='593'/>
+            <content>990</content>
+         </cell>
+         <cell id='98' start-row='12' start-col='3'>
+            <bounding-box x1='224' y1='583' x2='247' y2='593'/>
+            <content>3,544</content>
+         </cell>
+         <cell id='99' start-row='12' start-col='4'>
+            <bounding-box x1='277' y1='583' x2='301' y2='593'/>
+            <content>3,663</content>
+         </cell>
+         <cell id='100' start-row='12' start-col='5'>
+            <bounding-box x1='331' y1='583' x2='355' y2='593'/>
+            <content>3,560</content>
+         </cell>
+         <cell id='101' start-row='12' start-col='6'>
+            <bounding-box x1='385' y1='583' x2='409' y2='593'/>
+            <content>3,580</content>
+         </cell>
+         <cell id='102' start-row='12' start-col='7'>
+            <bounding-box x1='439' y1='583' x2='463' y2='593'/>
+            <content>3,612</content>
+         </cell>
+         <cell id='103' start-row='12' start-col='8'>
+            <bounding-box x1='493' y1='583' x2='516' y2='593'/>
+            <content>3,635</content>
+         </cell>
+         <cell id='104' start-row='12' start-col='9'>
+            <bounding-box x1='547' y1='583' x2='570' y2='593'/>
+            <content>3,735</content>
+         </cell>
+         <cell id='105' start-row='13' start-col='0'>
+            <bounding-box x1='36' y1='572' x2='57' y2='582'/>
+            <content>2005</content>
+         </cell>
+         <cell id='106' start-row='13' start-col='1'>
+            <bounding-box x1='109' y1='572' x2='137' y2='582'/>
+            <content>49,113</content>
+         </cell>
+         <cell id='107' start-row='13' start-col='2'>
+            <bounding-box x1='170' y1='572' x2='193' y2='582'/>
+            <content>1,036</content>
+         </cell>
+         <cell id='108' start-row='13' start-col='3'>
+            <bounding-box x1='224' y1='572' x2='247' y2='582'/>
+            <content>3,619</content>
+         </cell>
+         <cell id='109' start-row='13' start-col='4'>
+            <bounding-box x1='277' y1='572' x2='301' y2='582'/>
+            <content>3,691</content>
+         </cell>
+         <cell id='110' start-row='13' start-col='5'>
+            <bounding-box x1='331' y1='572' x2='355' y2='582'/>
+            <content>3,606</content>
+         </cell>
+         <cell id='111' start-row='13' start-col='6'>
+            <bounding-box x1='385' y1='572' x2='409' y2='582'/>
+            <content>3,586</content>
+         </cell>
+         <cell id='112' start-row='13' start-col='7'>
+            <bounding-box x1='439' y1='572' x2='463' y2='582'/>
+            <content>3,578</content>
+         </cell>
+         <cell id='113' start-row='13' start-col='8'>
+            <bounding-box x1='493' y1='572' x2='516' y2='582'/>
+            <content>3,633</content>
+         </cell>
+         <cell id='114' start-row='13' start-col='9'>
+            <bounding-box x1='547' y1='572' x2='570' y2='582'/>
+            <content>3,670</content>
+         </cell>
+         <cell id='115' start-row='14' start-col='0'>
+            <bounding-box x1='36' y1='561' x2='57' y2='571'/>
+            <content>2006</content>
+         </cell>
+         <cell id='116' start-row='14' start-col='1'>
+            <bounding-box x1='109' y1='561' x2='137' y2='571'/>
+            <content>49,316</content>
+         </cell>
+         <cell id='117' start-row='14' start-col='2'>
+            <bounding-box x1='170' y1='561' x2='193' y2='571'/>
+            <content>1,084</content>
+         </cell>
+         <cell id='118' start-row='14' start-col='3'>
+            <bounding-box x1='224' y1='561' x2='247' y2='571'/>
+            <content>3,631</content>
+         </cell>
+         <cell id='119' start-row='14' start-col='4'>
+            <bounding-box x1='277' y1='561' x2='301' y2='571'/>
+            <content>3,751</content>
+         </cell>
+         <cell id='120' start-row='14' start-col='5'>
+            <bounding-box x1='331' y1='561' x2='355' y2='571'/>
+            <content>3,641</content>
+         </cell>
+         <cell id='121' start-row='14' start-col='6'>
+            <bounding-box x1='385' y1='561' x2='409' y2='571'/>
+            <content>3,627</content>
+         </cell>
+         <cell id='122' start-row='14' start-col='7'>
+            <bounding-box x1='439' y1='561' x2='463' y2='571'/>
+            <content>3,586</content>
+         </cell>
+         <cell id='123' start-row='14' start-col='8'>
+            <bounding-box x1='493' y1='561' x2='516' y2='571'/>
+            <content>3,602</content>
+         </cell>
+         <cell id='124' start-row='14' start-col='9'>
+            <bounding-box x1='547' y1='561' x2='570' y2='571'/>
+            <content>3,660</content>
+         </cell>
+         <cell id='125' start-row='15' start-col='0'>
+            <bounding-box x1='36' y1='550' x2='57' y2='560'/>
+            <content>2007</content>
+         </cell>
+         <cell id='126' start-row='15' start-col='1'>
+            <bounding-box x1='109' y1='550' x2='137' y2='560'/>
+            <content>49,293</content>
+         </cell>
+         <cell id='127' start-row='15' start-col='2'>
+            <bounding-box x1='170' y1='550' x2='193' y2='560'/>
+            <content>1,081</content>
+         </cell>
+         <cell id='128' start-row='15' start-col='3'>
+            <bounding-box x1='224' y1='550' x2='247' y2='560'/>
+            <content>3,609</content>
+         </cell>
+         <cell id='129' start-row='15' start-col='4'>
+            <bounding-box x1='277' y1='550' x2='301' y2='560'/>
+            <content>3,750</content>
+         </cell>
+         <cell id='130' start-row='15' start-col='5'>
+            <bounding-box x1='331' y1='550' x2='355' y2='560'/>
+            <content>3,704</content>
+         </cell>
+         <cell id='131' start-row='15' start-col='6'>
+            <bounding-box x1='385' y1='550' x2='409' y2='560'/>
+            <content>3,659</content>
+         </cell>
+         <cell id='132' start-row='15' start-col='7'>
+            <bounding-box x1='439' y1='550' x2='463' y2='560'/>
+            <content>3,624</content>
+         </cell>
+         <cell id='133' start-row='15' start-col='8'>
+            <bounding-box x1='493' y1='550' x2='516' y2='560'/>
+            <content>3,600</content>
+         </cell>
+         <cell id='134' start-row='15' start-col='9'>
+            <bounding-box x1='547' y1='550' x2='570' y2='560'/>
+            <content>3,628</content>
+         </cell>
+         <cell id='135' start-row='16' start-col='0'>
+            <bounding-box x1='36' y1='539' x2='57' y2='549'/>
+            <content>2008</content>
+         </cell>
+         <cell id='136' start-row='16' start-col='1'>
+            <bounding-box x1='108' y1='539' x2='137' y2='549'/>
+            <content>49,266</content>
+         </cell>
+         <cell id='137' start-row='16' start-col='2'>
+            <bounding-box x1='169' y1='539' x2='193' y2='549'/>
+            <content>1,180</content>
+         </cell>
+         <cell id='138' start-row='16' start-col='3'>
+            <bounding-box x1='223' y1='539' x2='247' y2='549'/>
+            <content>3,640</content>
+         </cell>
+         <cell id='139' start-row='16' start-col='4'>
+            <bounding-box x1='277' y1='539' x2='301' y2='549'/>
+            <content>3,708</content>
+         </cell>
+         <cell id='140' start-row='16' start-col='5'>
+            <bounding-box x1='331' y1='539' x2='355' y2='549'/>
+            <content>3,699</content>
+         </cell>
+         <cell id='141' start-row='16' start-col='6'>
+            <bounding-box x1='385' y1='539' x2='408' y2='549'/>
+            <content>3,708</content>
+         </cell>
+         <cell id='142' start-row='16' start-col='7'>
+            <bounding-box x1='439' y1='539' x2='462' y2='549'/>
+            <content>3,647</content>
+         </cell>
+         <cell id='143' start-row='16' start-col='8'>
+            <bounding-box x1='493' y1='539' x2='516' y2='549'/>
+            <content>3,629</content>
+         </cell>
+         <cell id='144' start-row='16' start-col='9'>
+            <bounding-box x1='546' y1='539' x2='570' y2='549'/>
+            <content>3,614</content>
+         </cell>
+         <cell id='145' start-row='17' start-col='0'>
+            <bounding-box x1='36' y1='528' x2='57' y2='538'/>
+            <content>2009</content>
+         </cell>
+         <cell id='146' start-row='17' start-col='1'>
+            <bounding-box x1='109' y1='528' x2='137' y2='538'/>
+            <content>49,373</content>
+         </cell>
+         <cell id='147' start-row='17' start-col='2'>
+            <bounding-box x1='169' y1='528' x2='193' y2='538'/>
+            <content>1,224</content>
+         </cell>
+         <cell id='148' start-row='17' start-col='3'>
+            <bounding-box x1='223' y1='528' x2='247' y2='538'/>
+            <content>3,679</content>
+         </cell>
+         <cell id='149' start-row='17' start-col='4'>
+            <bounding-box x1='277' y1='528' x2='301' y2='538'/>
+            <content>3,730</content>
+         </cell>
+         <cell id='150' start-row='17' start-col='5'>
+            <bounding-box x1='331' y1='528' x2='355' y2='538'/>
+            <content>3,666</content>
+         </cell>
+         <cell id='151' start-row='17' start-col='6'>
+            <bounding-box x1='385' y1='528' x2='408' y2='538'/>
+            <content>3,708</content>
+         </cell>
+         <cell id='152' start-row='17' start-col='7'>
+            <bounding-box x1='439' y1='528' x2='462' y2='538'/>
+            <content>3,701</content>
+         </cell>
+         <cell id='153' start-row='17' start-col='8'>
+            <bounding-box x1='493' y1='528' x2='516' y2='538'/>
+            <content>3,653</content>
+         </cell>
+         <cell id='154' start-row='17' start-col='9'>
+            <bounding-box x1='547' y1='528' x2='570' y2='538'/>
+            <content>3,645</content>
+         </cell>
+         <cell id='155' start-row='18' start-col='0'>
+            <bounding-box x1='36' y1='518' x2='57' y2='528'/>
+            <content>2010</content>
+         </cell>
+         <cell id='156' start-row='18' start-col='1'>
+            <bounding-box x1='109' y1='518' x2='137' y2='528'/>
+            <content>49,484</content>
+         </cell>
+         <cell id='157' start-row='18' start-col='2'>
+            <bounding-box x1='169' y1='518' x2='193' y2='528'/>
+            <content>1,279</content>
+         </cell>
+         <cell id='158' start-row='18' start-col='3'>
+            <bounding-box x1='223' y1='518' x2='247' y2='528'/>
+            <content>3,682</content>
+         </cell>
+         <cell id='159' start-row='18' start-col='4'>
+            <bounding-box x1='277' y1='518' x2='301' y2='528'/>
+            <content>3,754</content>
+         </cell>
+         <cell id='160' start-row='18' start-col='5'>
+            <bounding-box x1='331' y1='518' x2='355' y2='528'/>
+            <content>3,701</content>
+         </cell>
+         <cell id='161' start-row='18' start-col='6'>
+            <bounding-box x1='385' y1='518' x2='408' y2='528'/>
+            <content>3,686</content>
+         </cell>
+         <cell id='162' start-row='18' start-col='7'>
+            <bounding-box x1='439' y1='518' x2='462' y2='528'/>
+            <content>3,711</content>
+         </cell>
+         <cell id='163' start-row='18' start-col='8'>
+            <bounding-box x1='493' y1='518' x2='516' y2='528'/>
+            <content>3,718</content>
+         </cell>
+         <cell id='164' start-row='18' start-col='9'>
+            <bounding-box x1='547' y1='518' x2='570' y2='528'/>
+            <content>3,682</content>
+         </cell>
+         <cell id='165' start-row='19' start-col='0'>
+            <bounding-box x1='36' y1='496' x2='78' y2='506'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='166' start-row='20' start-col='0'>
+            <bounding-box x1='36' y1='485' x2='57' y2='495'/>
+            <content>2011</content>
+         </cell>
+         <cell id='167' start-row='20' start-col='1'>
+            <bounding-box x1='109' y1='485' x2='137' y2='495'/>
+            <content>49,636</content>
+         </cell>
+         <cell id='168' start-row='20' start-col='2'>
+            <bounding-box x1='170' y1='485' x2='193' y2='495'/>
+            <content>1,287</content>
+         </cell>
+         <cell id='169' start-row='20' start-col='3'>
+            <bounding-box x1='223' y1='485' x2='247' y2='495'/>
+            <content>3,705</content>
+         </cell>
+         <cell id='170' start-row='20' start-col='4'>
+            <bounding-box x1='277' y1='485' x2='301' y2='495'/>
+            <content>3,779</content>
+         </cell>
+         <cell id='171' start-row='20' start-col='5'>
+            <bounding-box x1='331' y1='485' x2='355' y2='495'/>
+            <content>3,724</content>
+         </cell>
+         <cell id='172' start-row='20' start-col='6'>
+            <bounding-box x1='385' y1='485' x2='408' y2='495'/>
+            <content>3,717</content>
+         </cell>
+         <cell id='173' start-row='20' start-col='7'>
+            <bounding-box x1='439' y1='485' x2='462' y2='495'/>
+            <content>3,690</content>
+         </cell>
+         <cell id='174' start-row='20' start-col='8'>
+            <bounding-box x1='493' y1='485' x2='516' y2='495'/>
+            <content>3,725</content>
+         </cell>
+         <cell id='175' start-row='20' start-col='9'>
+            <bounding-box x1='547' y1='485' x2='570' y2='495'/>
+            <content>3,744</content>
+         </cell>
+         <cell id='176' start-row='21' start-col='0'>
+            <bounding-box x1='36' y1='474' x2='57' y2='484'/>
+            <content>2012</content>
+         </cell>
+         <cell id='177' start-row='21' start-col='1'>
+            <bounding-box x1='109' y1='474' x2='137' y2='484'/>
+            <content>49,828</content>
+         </cell>
+         <cell id='178' start-row='21' start-col='2'>
+            <bounding-box x1='170' y1='474' x2='193' y2='484'/>
+            <content>1,296</content>
+         </cell>
+         <cell id='179' start-row='21' start-col='3'>
+            <bounding-box x1='223' y1='474' x2='247' y2='484'/>
+            <content>3,733</content>
+         </cell>
+         <cell id='180' start-row='21' start-col='4'>
+            <bounding-box x1='277' y1='474' x2='301' y2='484'/>
+            <content>3,804</content>
+         </cell>
+         <cell id='181' start-row='21' start-col='5'>
+            <bounding-box x1='331' y1='474' x2='355' y2='484'/>
+            <content>3,749</content>
+         </cell>
+         <cell id='182' start-row='21' start-col='6'>
+            <bounding-box x1='385' y1='474' x2='409' y2='484'/>
+            <content>3,741</content>
+         </cell>
+         <cell id='183' start-row='21' start-col='7'>
+            <bounding-box x1='439' y1='474' x2='462' y2='484'/>
+            <content>3,721</content>
+         </cell>
+         <cell id='184' start-row='21' start-col='8'>
+            <bounding-box x1='493' y1='474' x2='516' y2='484'/>
+            <content>3,703</content>
+         </cell>
+         <cell id='185' start-row='21' start-col='9'>
+            <bounding-box x1='547' y1='474' x2='570' y2='484'/>
+            <content>3,752</content>
+         </cell>
+         <cell id='186' start-row='22' start-col='0'>
+            <bounding-box x1='36' y1='463' x2='57' y2='473'/>
+            <content>2013</content>
+         </cell>
+         <cell id='187' start-row='22' start-col='1'>
+            <bounding-box x1='109' y1='463' x2='137' y2='473'/>
+            <content>50,067</content>
+         </cell>
+         <cell id='188' start-row='22' start-col='2'>
+            <bounding-box x1='170' y1='463' x2='193' y2='473'/>
+            <content>1,307</content>
+         </cell>
+         <cell id='189' start-row='22' start-col='3'>
+            <bounding-box x1='223' y1='463' x2='247' y2='473'/>
+            <content>3,765</content>
+         </cell>
+         <cell id='190' start-row='22' start-col='4'>
+            <bounding-box x1='277' y1='463' x2='301' y2='473'/>
+            <content>3,832</content>
+         </cell>
+         <cell id='191' start-row='22' start-col='5'>
+            <bounding-box x1='331' y1='463' x2='355' y2='473'/>
+            <content>3,773</content>
+         </cell>
+         <cell id='192' start-row='22' start-col='6'>
+            <bounding-box x1='385' y1='463' x2='409' y2='473'/>
+            <content>3,766</content>
+         </cell>
+         <cell id='193' start-row='22' start-col='7'>
+            <bounding-box x1='439' y1='463' x2='462' y2='473'/>
+            <content>3,744</content>
+         </cell>
+         <cell id='194' start-row='22' start-col='8'>
+            <bounding-box x1='493' y1='463' x2='516' y2='473'/>
+            <content>3,735</content>
+         </cell>
+         <cell id='195' start-row='22' start-col='9'>
+            <bounding-box x1='547' y1='463' x2='570' y2='473'/>
+            <content>3,730</content>
+         </cell>
+         <cell id='196' start-row='23' start-col='0'>
+            <bounding-box x1='36' y1='452' x2='57' y2='462'/>
+            <content>2014</content>
+         </cell>
+         <cell id='197' start-row='23' start-col='1'>
+            <bounding-box x1='109' y1='452' x2='137' y2='462'/>
+            <content>50,407</content>
+         </cell>
+         <cell id='198' start-row='23' start-col='2'>
+            <bounding-box x1='170' y1='452' x2='193' y2='462'/>
+            <content>1,320</content>
+         </cell>
+         <cell id='199' start-row='23' start-col='3'>
+            <bounding-box x1='223' y1='452' x2='247' y2='462'/>
+            <content>3,801</content>
+         </cell>
+         <cell id='200' start-row='23' start-col='4'>
+            <bounding-box x1='277' y1='452' x2='301' y2='462'/>
+            <content>3,865</content>
+         </cell>
+         <cell id='201' start-row='23' start-col='5'>
+            <bounding-box x1='331' y1='452' x2='355' y2='462'/>
+            <content>3,802</content>
+         </cell>
+         <cell id='202' start-row='23' start-col='6'>
+            <bounding-box x1='385' y1='452' x2='409' y2='462'/>
+            <content>3,790</content>
+         </cell>
+         <cell id='203' start-row='23' start-col='7'>
+            <bounding-box x1='439' y1='452' x2='462' y2='462'/>
+            <content>3,770</content>
+         </cell>
+         <cell id='204' start-row='23' start-col='8'>
+            <bounding-box x1='493' y1='452' x2='516' y2='462'/>
+            <content>3,758</content>
+         </cell>
+         <cell id='205' start-row='23' start-col='9'>
+            <bounding-box x1='547' y1='452' x2='570' y2='462'/>
+            <content>3,761</content>
+         </cell>
+         <cell id='206' start-row='24' start-col='0'>
+            <bounding-box x1='36' y1='442' x2='57' y2='452'/>
+            <content>2015</content>
+         </cell>
+         <cell id='207' start-row='24' start-col='1'>
+            <bounding-box x1='109' y1='442' x2='137' y2='452'/>
+            <content>50,773</content>
+         </cell>
+         <cell id='208' start-row='24' start-col='2'>
+            <bounding-box x1='170' y1='442' x2='193' y2='452'/>
+            <content>1,333</content>
+         </cell>
+         <cell id='209' start-row='24' start-col='3'>
+            <bounding-box x1='223' y1='442' x2='247' y2='452'/>
+            <content>3,838</content>
+         </cell>
+         <cell id='210' start-row='24' start-col='4'>
+            <bounding-box x1='277' y1='442' x2='301' y2='452'/>
+            <content>3,902</content>
+         </cell>
+         <cell id='211' start-row='24' start-col='5'>
+            <bounding-box x1='331' y1='442' x2='355' y2='452'/>
+            <content>3,835</content>
+         </cell>
+         <cell id='212' start-row='24' start-col='6'>
+            <bounding-box x1='385' y1='442' x2='409' y2='452'/>
+            <content>3,819</content>
+         </cell>
+         <cell id='213' start-row='24' start-col='7'>
+            <bounding-box x1='439' y1='442' x2='462' y2='452'/>
+            <content>3,794</content>
+         </cell>
+         <cell id='214' start-row='24' start-col='8'>
+            <bounding-box x1='493' y1='442' x2='516' y2='452'/>
+            <content>3,784</content>
+         </cell>
+         <cell id='215' start-row='24' start-col='9'>
+            <bounding-box x1='547' y1='442' x2='570' y2='452'/>
+            <content>3,785</content>
+         </cell>
+         <cell id='216' start-row='25' start-col='0'>
+            <bounding-box x1='36' y1='431' x2='57' y2='441'/>
+            <content>2016</content>
+         </cell>
+         <cell id='217' start-row='25' start-col='1'>
+            <bounding-box x1='109' y1='431' x2='137' y2='441'/>
+            <content>51,146</content>
+         </cell>
+         <cell id='218' start-row='25' start-col='2'>
+            <bounding-box x1='170' y1='431' x2='193' y2='441'/>
+            <content>1,346</content>
+         </cell>
+         <cell id='219' start-row='25' start-col='3'>
+            <bounding-box x1='224' y1='431' x2='247' y2='441'/>
+            <content>3,876</content>
+         </cell>
+         <cell id='220' start-row='25' start-col='4'>
+            <bounding-box x1='277' y1='431' x2='301' y2='441'/>
+            <content>3,941</content>
+         </cell>
+         <cell id='221' start-row='25' start-col='5'>
+            <bounding-box x1='331' y1='431' x2='355' y2='441'/>
+            <content>3,871</content>
+         </cell>
+         <cell id='222' start-row='25' start-col='6'>
+            <bounding-box x1='385' y1='431' x2='409' y2='441'/>
+            <content>3,852</content>
+         </cell>
+         <cell id='223' start-row='25' start-col='7'>
+            <bounding-box x1='439' y1='431' x2='462' y2='441'/>
+            <content>3,822</content>
+         </cell>
+         <cell id='224' start-row='25' start-col='8'>
+            <bounding-box x1='493' y1='431' x2='516' y2='441'/>
+            <content>3,808</content>
+         </cell>
+         <cell id='225' start-row='25' start-col='9'>
+            <bounding-box x1='547' y1='431' x2='570' y2='441'/>
+            <content>3,811</content>
+         </cell>
+         <cell id='226' start-row='26' start-col='0'>
+            <bounding-box x1='36' y1='420' x2='57' y2='430'/>
+            <content>2017</content>
+         </cell>
+         <cell id='227' start-row='26' start-col='1'>
+            <bounding-box x1='109' y1='420' x2='137' y2='430'/>
+            <content>51,524</content>
+         </cell>
+         <cell id='228' start-row='26' start-col='2'>
+            <bounding-box x1='170' y1='420' x2='193' y2='430'/>
+            <content>1,359</content>
+         </cell>
+         <cell id='229' start-row='26' start-col='3'>
+            <bounding-box x1='224' y1='420' x2='247' y2='430'/>
+            <content>3,912</content>
+         </cell>
+         <cell id='230' start-row='26' start-col='4'>
+            <bounding-box x1='277' y1='420' x2='301' y2='430'/>
+            <content>3,980</content>
+         </cell>
+         <cell id='231' start-row='26' start-col='5'>
+            <bounding-box x1='331' y1='420' x2='355' y2='430'/>
+            <content>3,910</content>
+         </cell>
+         <cell id='232' start-row='26' start-col='6'>
+            <bounding-box x1='385' y1='420' x2='409' y2='430'/>
+            <content>3,888</content>
+         </cell>
+         <cell id='233' start-row='26' start-col='7'>
+            <bounding-box x1='439' y1='420' x2='463' y2='430'/>
+            <content>3,855</content>
+         </cell>
+         <cell id='234' start-row='26' start-col='8'>
+            <bounding-box x1='493' y1='420' x2='516' y2='430'/>
+            <content>3,837</content>
+         </cell>
+         <cell id='235' start-row='26' start-col='9'>
+            <bounding-box x1='547' y1='420' x2='570' y2='430'/>
+            <content>3,835</content>
+         </cell>
+         <cell id='236' start-row='27' start-col='0'>
+            <bounding-box x1='36' y1='409' x2='57' y2='419'/>
+            <content>2018</content>
+         </cell>
+         <cell id='237' start-row='27' start-col='1'>
+            <bounding-box x1='109' y1='409' x2='137' y2='419'/>
+            <content>51,880</content>
+         </cell>
+         <cell id='238' start-row='27' start-col='2'>
+            <bounding-box x1='170' y1='409' x2='193' y2='419'/>
+            <content>1,370</content>
+         </cell>
+         <cell id='239' start-row='27' start-col='3'>
+            <bounding-box x1='224' y1='409' x2='247' y2='419'/>
+            <content>3,946</content>
+         </cell>
+         <cell id='240' start-row='27' start-col='4'>
+            <bounding-box x1='277' y1='409' x2='301' y2='419'/>
+            <content>4,017</content>
+         </cell>
+         <cell id='241' start-row='27' start-col='5'>
+            <bounding-box x1='331' y1='409' x2='355' y2='419'/>
+            <content>3,948</content>
+         </cell>
+         <cell id='242' start-row='27' start-col='6'>
+            <bounding-box x1='385' y1='409' x2='409' y2='419'/>
+            <content>3,927</content>
+         </cell>
+         <cell id='243' start-row='27' start-col='7'>
+            <bounding-box x1='439' y1='409' x2='463' y2='419'/>
+            <content>3,892</content>
+         </cell>
+         <cell id='244' start-row='27' start-col='8'>
+            <bounding-box x1='493' y1='409' x2='516' y2='419'/>
+            <content>3,870</content>
+         </cell>
+         <cell id='245' start-row='27' start-col='9'>
+            <bounding-box x1='547' y1='409' x2='570' y2='419'/>
+            <content>3,864</content>
+         </cell>
+         <cell id='246' start-row='28' start-col='0'>
+            <bounding-box x1='36' y1='398' x2='57' y2='408'/>
+            <content>2019</content>
+         </cell>
+         <cell id='247' start-row='28' start-col='1'>
+            <bounding-box x1='109' y1='398' x2='137' y2='408'/>
+            <content>52,260</content>
+         </cell>
+         <cell id='248' start-row='28' start-col='2'>
+            <bounding-box x1='170' y1='398' x2='193' y2='408'/>
+            <content>1,381</content>
+         </cell>
+         <cell id='249' start-row='28' start-col='3'>
+            <bounding-box x1='224' y1='398' x2='247' y2='408'/>
+            <content>3,977</content>
+         </cell>
+         <cell id='250' start-row='28' start-col='4'>
+            <bounding-box x1='277' y1='398' x2='301' y2='408'/>
+            <content>4,052</content>
+         </cell>
+         <cell id='251' start-row='28' start-col='5'>
+            <bounding-box x1='331' y1='398' x2='355' y2='408'/>
+            <content>3,985</content>
+         </cell>
+         <cell id='252' start-row='28' start-col='6'>
+            <bounding-box x1='385' y1='398' x2='409' y2='408'/>
+            <content>3,966</content>
+         </cell>
+         <cell id='253' start-row='28' start-col='7'>
+            <bounding-box x1='439' y1='398' x2='463' y2='408'/>
+            <content>3,931</content>
+         </cell>
+         <cell id='254' start-row='28' start-col='8'>
+            <bounding-box x1='493' y1='398' x2='516' y2='408'/>
+            <content>3,907</content>
+         </cell>
+         <cell id='255' start-row='28' start-col='9'>
+            <bounding-box x1='547' y1='398' x2='570' y2='408'/>
+            <content>3,897</content>
+         </cell>
+         <cell id='256' start-row='29' start-col='0'>
+            <bounding-box x1='36' y1='387' x2='57' y2='397'/>
+            <content>2020</content>
+         </cell>
+         <cell id='257' start-row='29' start-col='1'>
+            <bounding-box x1='109' y1='387' x2='137' y2='397'/>
+            <content>52,688</content>
+         </cell>
+         <cell id='258' start-row='29' start-col='2'>
+            <bounding-box x1='170' y1='387' x2='193' y2='397'/>
+            <content>1,391</content>
+         </cell>
+         <cell id='259' start-row='29' start-col='3'>
+            <bounding-box x1='224' y1='387' x2='247' y2='397'/>
+            <content>4,006</content>
+         </cell>
+         <cell id='260' start-row='29' start-col='4'>
+            <bounding-box x1='277' y1='387' x2='301' y2='397'/>
+            <content>4,085</content>
+         </cell>
+         <cell id='261' start-row='29' start-col='5'>
+            <bounding-box x1='331' y1='387' x2='355' y2='397'/>
+            <content>4,020</content>
+         </cell>
+         <cell id='262' start-row='29' start-col='6'>
+            <bounding-box x1='385' y1='387' x2='409' y2='397'/>
+            <content>4,003</content>
+         </cell>
+         <cell id='263' start-row='29' start-col='7'>
+            <bounding-box x1='439' y1='387' x2='463' y2='397'/>
+            <content>3,970</content>
+         </cell>
+         <cell id='264' start-row='29' start-col='8'>
+            <bounding-box x1='493' y1='387' x2='516' y2='397'/>
+            <content>3,946</content>
+         </cell>
+         <cell id='265' start-row='29' start-col='9'>
+            <bounding-box x1='547' y1='387' x2='570' y2='397'/>
+            <content>3,935</content>
+         </cell>
+         <cell id='266' start-row='30' start-col='0'>
+            <bounding-box x1='36' y1='376' x2='57' y2='386'/>
+            <content>2021</content>
+         </cell>
+         <cell id='267' start-row='30' start-col='1'>
+            <bounding-box x1='109' y1='376' x2='137' y2='386'/>
+            <content>53,113</content>
+         </cell>
+         <cell id='268' start-row='30' start-col='2'>
+            <bounding-box x1='170' y1='376' x2='193' y2='386'/>
+            <content>1,400</content>
+         </cell>
+         <cell id='269' start-row='30' start-col='3'>
+            <bounding-box x1='223' y1='376' x2='247' y2='386'/>
+            <content>4,033</content>
+         </cell>
+         <cell id='270' start-row='30' start-col='4'>
+            <bounding-box x1='277' y1='376' x2='301' y2='386'/>
+            <content>4,115</content>
+         </cell>
+         <cell id='271' start-row='30' start-col='5'>
+            <bounding-box x1='331' y1='376' x2='355' y2='386'/>
+            <content>4,052</content>
+         </cell>
+         <cell id='272' start-row='30' start-col='6'>
+            <bounding-box x1='385' y1='376' x2='408' y2='386'/>
+            <content>4,038</content>
+         </cell>
+         <cell id='273' start-row='30' start-col='7'>
+            <bounding-box x1='439' y1='376' x2='462' y2='386'/>
+            <content>4,007</content>
+         </cell>
+         <cell id='274' start-row='30' start-col='8'>
+            <bounding-box x1='493' y1='376' x2='516' y2='386'/>
+            <content>3,985</content>
+         </cell>
+         <cell id='275' start-row='30' start-col='9'>
+            <bounding-box x1='546' y1='376' x2='570' y2='386'/>
+            <content>3,974</content>
+         </cell>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' col-increment='0' row-increment='-1' page='4'>
+         <cell id='2' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='42' y1='695' x2='60' y2='704'/>
+            <content>Year</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+            <instruction instr-id='192' subinstr-id='2'/>
+         </cell>
+         <cell id='3' start-row='1' start-col='1' end-col='6'>
+            <bounding-box x1='278' y1='709' x2='304' y2='719'/>
+            <content>Grade</content>
+         </cell>
+         <cell id='4' start-row='2' start-col='1'>
+            <bounding-box x1='136' y1='695' x2='142' y2='705'/>
+            <content>7</content>
+         </cell>
+         <cell id='5' start-row='2' start-col='2'>
+            <bounding-box x1='201' y1='695' x2='207' y2='705'/>
+            <content>8</content>
+         </cell>
+         <cell id='6' start-row='2' start-col='3'>
+            <bounding-box x1='266' y1='695' x2='272' y2='705'/>
+            <content>9</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='4'>
+            <bounding-box x1='326' y1='695' x2='337' y2='705'/>
+            <content>10</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='5'>
+            <bounding-box x1='391' y1='695' x2='402' y2='705'/>
+            <content>11</content>
+         </cell>
+         <cell id='9' start-row='2' start-col='6'>
+            <bounding-box x1='457' y1='695' x2='468' y2='705'/>
+            <content>12</content>
+         </cell>
+         <cell id='10' start-row='1' start-col='7' end-row='2'>
+            <bounding-box x1='477' y1='695' x2='521' y2='715'/>
+            <content>Elementary
+ungraded</content>
+            <instruction instr-id='197' subinstr-id='-1'/>
+            <instruction instr-id='199' subinstr-id='-1'/>
+         </cell>
+         <cell id='11' start-row='1' start-col='8' end-row='2'>
+            <bounding-box x1='532' y1='695' x2='575' y2='715'/>
+            <content>Secondary
+ungraded</content>
+            <instruction instr-id='202' subinstr-id='-1'/>
+            <instruction instr-id='204' subinstr-id='-1'/>
+         </cell>
+         <cell id='15' start-row='3' start-col='0'>
+            <bounding-box x1='42' y1='681' x2='70' y2='691'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='16' start-row='4' start-col='0'>
+            <bounding-box x1='42' y1='670' x2='63' y2='680'/>
+            <content>1996</content>
+         </cell>
+         <cell id='17' start-row='4' start-col='1'>
+            <bounding-box x1='118' y1='670' x2='142' y2='680'/>
+            <content>3,464</content>
+         </cell>
+         <cell id='18' start-row='4' start-col='2'>
+            <bounding-box x1='184' y1='670' x2='207' y2='680'/>
+            <content>3,403</content>
+         </cell>
+         <cell id='19' start-row='4' start-col='3'>
+            <bounding-box x1='249' y1='670' x2='272' y2='680'/>
+            <content>3,801</content>
+         </cell>
+         <cell id='20' start-row='4' start-col='4'>
+            <bounding-box x1='314' y1='670' x2='337' y2='680'/>
+            <content>3,323</content>
+         </cell>
+         <cell id='21' start-row='4' start-col='5'>
+            <bounding-box x1='379' y1='670' x2='402' y2='680'/>
+            <content>2,930</content>
+         </cell>
+         <cell id='22' start-row='4' start-col='6'>
+            <bounding-box x1='444' y1='670' x2='468' y2='680'/>
+            <content>2,586</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='7'>
+            <bounding-box x1='505' y1='670' x2='522' y2='680'/>
+            <content>399</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='8'>
+            <bounding-box x1='560' y1='670' x2='576' y2='680'/>
+            <content>208</content>
+         </cell>
+         <cell id='25' start-row='5' start-col='0'>
+            <bounding-box x1='42' y1='659' x2='63' y2='669'/>
+            <content>1997</content>
+         </cell>
+         <cell id='26' start-row='5' start-col='1'>
+            <bounding-box x1='118' y1='659' x2='142' y2='669'/>
+            <content>3,520</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='2'>
+            <bounding-box x1='184' y1='659' x2='207' y2='669'/>
+            <content>3,415</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='3'>
+            <bounding-box x1='249' y1='659' x2='272' y2='669'/>
+            <content>3,819</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='4'>
+            <bounding-box x1='314' y1='659' x2='337' y2='669'/>
+            <content>3,376</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='5'>
+            <bounding-box x1='379' y1='659' x2='402' y2='669'/>
+            <content>2,972</content>
+         </cell>
+         <cell id='31' start-row='5' start-col='6'>
+            <bounding-box x1='444' y1='659' x2='468' y2='669'/>
+            <content>2,673</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='7'>
+            <bounding-box x1='505' y1='659' x2='521' y2='669'/>
+            <content>440</content>
+         </cell>
+         <cell id='33' start-row='5' start-col='8'>
+            <bounding-box x1='560' y1='659' x2='576' y2='669'/>
+            <content>216</content>
+         </cell>
+         <cell id='34' start-row='6' start-col='0'>
+            <bounding-box x1='42' y1='648' x2='63' y2='658'/>
+            <content>1998</content>
+         </cell>
+         <cell id='35' start-row='6' start-col='1'>
+            <bounding-box x1='118' y1='648' x2='142' y2='658'/>
+            <content>3,530</content>
+         </cell>
+         <cell id='36' start-row='6' start-col='2'>
+            <bounding-box x1='184' y1='648' x2='207' y2='658'/>
+            <content>3,480</content>
+         </cell>
+         <cell id='37' start-row='6' start-col='3'>
+            <bounding-box x1='249' y1='648' x2='272' y2='658'/>
+            <content>3,856</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='4'>
+            <bounding-box x1='314' y1='648' x2='337' y2='658'/>
+            <content>3,382</content>
+         </cell>
+         <cell id='39' start-row='6' start-col='5'>
+            <bounding-box x1='379' y1='648' x2='402' y2='658'/>
+            <content>3,021</content>
+         </cell>
+         <cell id='40' start-row='6' start-col='6'>
+            <bounding-box x1='444' y1='648' x2='468' y2='658'/>
+            <content>2,722</content>
+         </cell>
+         <cell id='41' start-row='6' start-col='7'>
+            <bounding-box x1='505' y1='648' x2='521' y2='658'/>
+            <content>449</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='8'>
+            <bounding-box x1='560' y1='648' x2='576' y2='658'/>
+            <content>214</content>
+         </cell>
+         <cell id='43' start-row='7' start-col='0'>
+            <bounding-box x1='42' y1='637' x2='63' y2='647'/>
+            <content>1999</content>
+         </cell>
+         <cell id='44' start-row='7' start-col='1'>
+            <bounding-box x1='118' y1='637' x2='142' y2='647'/>
+            <content>3,541</content>
+         </cell>
+         <cell id='45' start-row='7' start-col='2'>
+            <bounding-box x1='184' y1='637' x2='207' y2='647'/>
+            <content>3,497</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='3'>
+            <bounding-box x1='249' y1='637' x2='272' y2='647'/>
+            <content>3,935</content>
+         </cell>
+         <cell id='47' start-row='7' start-col='4'>
+            <bounding-box x1='314' y1='637' x2='337' y2='647'/>
+            <content>3,415</content>
+         </cell>
+         <cell id='48' start-row='7' start-col='5'>
+            <bounding-box x1='379' y1='637' x2='402' y2='647'/>
+            <content>3,034</content>
+         </cell>
+         <cell id='49' start-row='7' start-col='6'>
+            <bounding-box x1='444' y1='637' x2='468' y2='647'/>
+            <content>2,782</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='7'>
+            <bounding-box x1='505' y1='637' x2='521' y2='647'/>
+            <content>415</content>
+         </cell>
+         <cell id='51' start-row='7' start-col='8'>
+            <bounding-box x1='560' y1='637' x2='576' y2='647'/>
+            <content>205</content>
+         </cell>
+         <cell id='52' start-row='8' start-col='0'>
+            <bounding-box x1='42' y1='626' x2='63' y2='636'/>
+            <content>2000</content>
+         </cell>
+         <cell id='53' start-row='8' start-col='1'>
+            <bounding-box x1='118' y1='626' x2='142' y2='636'/>
+            <content>3,629</content>
+         </cell>
+         <cell id='54' start-row='8' start-col='2'>
+            <bounding-box x1='184' y1='626' x2='207' y2='636'/>
+            <content>3,538</content>
+         </cell>
+         <cell id='55' start-row='8' start-col='3'>
+            <bounding-box x1='249' y1='626' x2='272' y2='636'/>
+            <content>3,963</content>
+         </cell>
+         <cell id='56' start-row='8' start-col='4'>
+            <bounding-box x1='314' y1='626' x2='337' y2='636'/>
+            <content>3,491</content>
+         </cell>
+         <cell id='57' start-row='8' start-col='5'>
+            <bounding-box x1='379' y1='626' x2='402' y2='636'/>
+            <content>3,083</content>
+         </cell>
+         <cell id='58' start-row='8' start-col='6'>
+            <bounding-box x1='444' y1='626' x2='468' y2='636'/>
+            <content>2,803</content>
+         </cell>
+         <cell id='59' start-row='8' start-col='7'>
+            <bounding-box x1='505' y1='626' x2='521' y2='636'/>
+            <content>334</content>
+         </cell>
+         <cell id='60' start-row='8' start-col='8'>
+            <bounding-box x1='560' y1='626' x2='576' y2='636'/>
+            <content>177</content>
+         </cell>
+         <cell id='61' start-row='9' start-col='0'>
+            <bounding-box x1='42' y1='615' x2='63' y2='625'/>
+            <content>2001</content>
+         </cell>
+         <cell id='62' start-row='9' start-col='1'>
+            <bounding-box x1='118' y1='615' x2='142' y2='625'/>
+            <content>3,720</content>
+         </cell>
+         <cell id='63' start-row='9' start-col='2'>
+            <bounding-box x1='183' y1='615' x2='207' y2='625'/>
+            <content>3,616</content>
+         </cell>
+         <cell id='64' start-row='9' start-col='3'>
+            <bounding-box x1='249' y1='615' x2='272' y2='625'/>
+            <content>4,012</content>
+         </cell>
+         <cell id='65' start-row='9' start-col='4'>
+            <bounding-box x1='314' y1='615' x2='337' y2='625'/>
+            <content>3,528</content>
+         </cell>
+         <cell id='66' start-row='9' start-col='5'>
+            <bounding-box x1='379' y1='615' x2='402' y2='625'/>
+            <content>3,174</content>
+         </cell>
+         <cell id='67' start-row='9' start-col='6'>
+            <bounding-box x1='444' y1='615' x2='468' y2='625'/>
+            <content>2,863</content>
+         </cell>
+         <cell id='68' start-row='9' start-col='7'>
+            <bounding-box x1='505' y1='615' x2='521' y2='625'/>
+            <content>304</content>
+         </cell>
+         <cell id='69' start-row='9' start-col='8'>
+            <bounding-box x1='560' y1='615' x2='576' y2='625'/>
+            <content>159</content>
+         </cell>
+         <cell id='70' start-row='10' start-col='0'>
+            <bounding-box x1='42' y1='605' x2='63' y2='615'/>
+            <content>2002</content>
+         </cell>
+         <cell id='71' start-row='10' start-col='1'>
+            <bounding-box x1='118' y1='605' x2='142' y2='615'/>
+            <content>3,821</content>
+         </cell>
+         <cell id='72' start-row='10' start-col='2'>
+            <bounding-box x1='183' y1='605' x2='207' y2='615'/>
+            <content>3,709</content>
+         </cell>
+         <cell id='73' start-row='10' start-col='3'>
+            <bounding-box x1='249' y1='605' x2='272' y2='615'/>
+            <content>4,105</content>
+         </cell>
+         <cell id='74' start-row='10' start-col='4'>
+            <bounding-box x1='314' y1='605' x2='337' y2='615'/>
+            <content>3,584</content>
+         </cell>
+         <cell id='75' start-row='10' start-col='5'>
+            <bounding-box x1='379' y1='605' x2='402' y2='615'/>
+            <content>3,229</content>
+         </cell>
+         <cell id='76' start-row='10' start-col='6'>
+            <bounding-box x1='444' y1='605' x2='468' y2='615'/>
+            <content>2,990</content>
+         </cell>
+         <cell id='77' start-row='10' start-col='7'>
+            <bounding-box x1='505' y1='605' x2='521' y2='615'/>
+            <content>285</content>
+         </cell>
+         <cell id='78' start-row='10' start-col='8'>
+            <bounding-box x1='560' y1='605' x2='576' y2='615'/>
+            <content>161</content>
+         </cell>
+         <cell id='79' start-row='11' start-col='0'>
+            <bounding-box x1='42' y1='594' x2='63' y2='604'/>
+            <content>2003</content>
+         </cell>
+         <cell id='80' start-row='11' start-col='1'>
+            <bounding-box x1='118' y1='594' x2='142' y2='604'/>
+            <content>3,841</content>
+         </cell>
+         <cell id='81' start-row='11' start-col='2'>
+            <bounding-box x1='183' y1='594' x2='207' y2='604'/>
+            <content>3,809</content>
+         </cell>
+         <cell id='82' start-row='11' start-col='3'>
+            <bounding-box x1='249' y1='594' x2='272' y2='604'/>
+            <content>4,190</content>
+         </cell>
+         <cell id='83' start-row='11' start-col='4'>
+            <bounding-box x1='314' y1='594' x2='337' y2='604'/>
+            <content>3,675</content>
+         </cell>
+         <cell id='84' start-row='11' start-col='5'>
+            <bounding-box x1='379' y1='594' x2='402' y2='604'/>
+            <content>3,277</content>
+         </cell>
+         <cell id='85' start-row='11' start-col='6'>
+            <bounding-box x1='444' y1='594' x2='468' y2='604'/>
+            <content>3,046</content>
+         </cell>
+         <cell id='86' start-row='11' start-col='7'>
+            <bounding-box x1='505' y1='594' x2='521' y2='604'/>
+            <content>255</content>
+         </cell>
+         <cell id='87' start-row='11' start-col='8'>
+            <bounding-box x1='560' y1='594' x2='576' y2='604'/>
+            <content>150</content>
+         </cell>
+         <cell id='88' start-row='12' start-col='0'>
+            <bounding-box x1='42' y1='583' x2='63' y2='593'/>
+            <content>2004</content>
+         </cell>
+         <cell id='89' start-row='12' start-col='1'>
+            <bounding-box x1='118' y1='583' x2='142' y2='593'/>
+            <content>3,818</content>
+         </cell>
+         <cell id='90' start-row='12' start-col='2'>
+            <bounding-box x1='183' y1='583' x2='207' y2='593'/>
+            <content>3,825</content>
+         </cell>
+         <cell id='91' start-row='12' start-col='3'>
+            <bounding-box x1='249' y1='583' x2='272' y2='593'/>
+            <content>4,281</content>
+         </cell>
+         <cell id='92' start-row='12' start-col='4'>
+            <bounding-box x1='314' y1='583' x2='337' y2='593'/>
+            <content>3,750</content>
+         </cell>
+         <cell id='93' start-row='12' start-col='5'>
+            <bounding-box x1='379' y1='583' x2='402' y2='593'/>
+            <content>3,369</content>
+         </cell>
+         <cell id='94' start-row='12' start-col='6'>
+            <bounding-box x1='444' y1='583' x2='468' y2='593'/>
+            <content>3,094</content>
+         </cell>
+         <cell id='95' start-row='12' start-col='7'>
+            <bounding-box x1='505' y1='583' x2='521' y2='593'/>
+            <content>215</content>
+         </cell>
+         <cell id='96' start-row='12' start-col='8'>
+            <bounding-box x1='560' y1='583' x2='576' y2='593'/>
+            <content>122</content>
+         </cell>
+         <cell id='97' start-row='13' start-col='0'>
+            <bounding-box x1='42' y1='572' x2='63' y2='582'/>
+            <content>2005</content>
+         </cell>
+         <cell id='98' start-row='13' start-col='1'>
+            <bounding-box x1='118' y1='572' x2='142' y2='582'/>
+            <content>3,777</content>
+         </cell>
+         <cell id='99' start-row='13' start-col='2'>
+            <bounding-box x1='183' y1='572' x2='207' y2='582'/>
+            <content>3,802</content>
+         </cell>
+         <cell id='100' start-row='13' start-col='3'>
+            <bounding-box x1='249' y1='572' x2='272' y2='582'/>
+            <content>4,287</content>
+         </cell>
+         <cell id='101' start-row='13' start-col='4'>
+            <bounding-box x1='314' y1='572' x2='337' y2='582'/>
+            <content>3,866</content>
+         </cell>
+         <cell id='102' start-row='13' start-col='5'>
+            <bounding-box x1='379' y1='572' x2='402' y2='582'/>
+            <content>3,454</content>
+         </cell>
+         <cell id='103' start-row='13' start-col='6'>
+            <bounding-box x1='444' y1='572' x2='468' y2='582'/>
+            <content>3,180</content>
+         </cell>
+         <cell id='104' start-row='13' start-col='7'>
+            <bounding-box x1='505' y1='572' x2='521' y2='582'/>
+            <content>205</content>
+         </cell>
+         <cell id='105' start-row='13' start-col='8'>
+            <bounding-box x1='560' y1='572' x2='576' y2='582'/>
+            <content>121</content>
+         </cell>
+         <cell id='106' start-row='14' start-col='0'>
+            <bounding-box x1='42' y1='561' x2='63' y2='571'/>
+            <content>2006</content>
+         </cell>
+         <cell id='107' start-row='14' start-col='1'>
+            <bounding-box x1='118' y1='561' x2='142' y2='571'/>
+            <content>3,716</content>
+         </cell>
+         <cell id='108' start-row='14' start-col='2'>
+            <bounding-box x1='183' y1='561' x2='207' y2='571'/>
+            <content>3,766</content>
+         </cell>
+         <cell id='109' start-row='14' start-col='3'>
+            <bounding-box x1='249' y1='561' x2='272' y2='571'/>
+            <content>4,260</content>
+         </cell>
+         <cell id='110' start-row='14' start-col='4'>
+            <bounding-box x1='314' y1='561' x2='337' y2='571'/>
+            <content>3,882</content>
+         </cell>
+         <cell id='111' start-row='14' start-col='5'>
+            <bounding-box x1='379' y1='561' x2='402' y2='571'/>
+            <content>3,551</content>
+         </cell>
+         <cell id='112' start-row='14' start-col='6'>
+            <bounding-box x1='444' y1='561' x2='468' y2='571'/>
+            <content>3,277</content>
+         </cell>
+         <cell id='113' start-row='14' start-col='7'>
+            <bounding-box x1='505' y1='561' x2='521' y2='571'/>
+            <content>170</content>
+         </cell>
+         <cell id='114' start-row='14' start-col='8'>
+            <bounding-box x1='560' y1='561' x2='576' y2='571'/>
+            <content>110</content>
+         </cell>
+         <cell id='115' start-row='15' start-col='0'>
+            <bounding-box x1='42' y1='550' x2='63' y2='560'/>
+            <content>2007</content>
+         </cell>
+         <cell id='116' start-row='15' start-col='1'>
+            <bounding-box x1='118' y1='550' x2='142' y2='560'/>
+            <content>3,701</content>
+         </cell>
+         <cell id='117' start-row='15' start-col='2'>
+            <bounding-box x1='183' y1='550' x2='207' y2='560'/>
+            <content>3,709</content>
+         </cell>
+         <cell id='118' start-row='15' start-col='3'>
+            <bounding-box x1='249' y1='550' x2='272' y2='560'/>
+            <content>4,200</content>
+         </cell>
+         <cell id='119' start-row='15' start-col='4'>
+            <bounding-box x1='314' y1='550' x2='337' y2='560'/>
+            <content>3,863</content>
+         </cell>
+         <cell id='120' start-row='15' start-col='5'>
+            <bounding-box x1='379' y1='550' x2='402' y2='560'/>
+            <content>3,558</content>
+         </cell>
+         <cell id='121' start-row='15' start-col='6'>
+            <bounding-box x1='444' y1='550' x2='468' y2='560'/>
+            <content>3,375</content>
+         </cell>
+         <cell id='122' start-row='15' start-col='7'>
+            <bounding-box x1='505' y1='550' x2='521' y2='560'/>
+            <content>139</content>
+         </cell>
+         <cell id='123' start-row='15' start-col='8'>
+            <bounding-box x1='565' y1='550' x2='576' y2='560'/>
+            <content>92</content>
+         </cell>
+         <cell id='124' start-row='16' start-col='0'>
+            <bounding-box x1='42' y1='539' x2='63' y2='549'/>
+            <content>2008</content>
+         </cell>
+         <cell id='125' start-row='16' start-col='1'>
+            <bounding-box x1='118' y1='539' x2='142' y2='549'/>
+            <content>3,653</content>
+         </cell>
+         <cell id='126' start-row='16' start-col='2'>
+            <bounding-box x1='183' y1='539' x2='207' y2='549'/>
+            <content>3,692</content>
+         </cell>
+         <cell id='127' start-row='16' start-col='3'>
+            <bounding-box x1='249' y1='539' x2='272' y2='549'/>
+            <content>4,123</content>
+         </cell>
+         <cell id='128' start-row='16' start-col='4'>
+            <bounding-box x1='314' y1='539' x2='337' y2='549'/>
+            <content>3,822</content>
+         </cell>
+         <cell id='129' start-row='16' start-col='5'>
+            <bounding-box x1='379' y1='539' x2='402' y2='549'/>
+            <content>3,548</content>
+         </cell>
+         <cell id='130' start-row='16' start-col='6'>
+            <bounding-box x1='444' y1='539' x2='468' y2='549'/>
+            <content>3,400</content>
+         </cell>
+         <cell id='131' start-row='16' start-col='7'>
+            <bounding-box x1='505' y1='539' x2='521' y2='549'/>
+            <content>117</content>
+         </cell>
+         <cell id='132' start-row='16' start-col='8'>
+            <bounding-box x1='565' y1='539' x2='576' y2='549'/>
+            <content>87</content>
+         </cell>
+         <cell id='133' start-row='17' start-col='0'>
+            <bounding-box x1='42' y1='528' x2='63' y2='538'/>
+            <content>2009</content>
+         </cell>
+         <cell id='134' start-row='17' start-col='1'>
+            <bounding-box x1='118' y1='528' x2='142' y2='538'/>
+            <content>3,642</content>
+         </cell>
+         <cell id='135' start-row='17' start-col='2'>
+            <bounding-box x1='184' y1='528' x2='207' y2='538'/>
+            <content>3,652</content>
+         </cell>
+         <cell id='136' start-row='17' start-col='3'>
+            <bounding-box x1='249' y1='528' x2='272' y2='538'/>
+            <content>4,081</content>
+         </cell>
+         <cell id='137' start-row='17' start-col='4'>
+            <bounding-box x1='314' y1='528' x2='337' y2='538'/>
+            <content>3,810</content>
+         </cell>
+         <cell id='138' start-row='17' start-col='5'>
+            <bounding-box x1='379' y1='528' x2='402' y2='538'/>
+            <content>3,542</content>
+         </cell>
+         <cell id='139' start-row='17' start-col='6'>
+            <bounding-box x1='444' y1='528' x2='468' y2='538'/>
+            <content>3,433</content>
+         </cell>
+         <cell id='140' start-row='17' start-col='7'>
+            <bounding-box x1='506' y1='528' x2='522' y2='538'/>
+            <content>119</content>
+         </cell>
+         <cell id='141' start-row='17' start-col='8'>
+            <bounding-box x1='565' y1='528' x2='576' y2='538'/>
+            <content>90</content>
+         </cell>
+         <cell id='142' start-row='18' start-col='0'>
+            <bounding-box x1='42' y1='518' x2='63' y2='528'/>
+            <content>2010</content>
+         </cell>
+         <cell id='143' start-row='18' start-col='1'>
+            <bounding-box x1='118' y1='518' x2='142' y2='528'/>
+            <content>3,676</content>
+         </cell>
+         <cell id='144' start-row='18' start-col='2'>
+            <bounding-box x1='184' y1='518' x2='207' y2='528'/>
+            <content>3,659</content>
+         </cell>
+         <cell id='145' start-row='18' start-col='3'>
+            <bounding-box x1='249' y1='518' x2='272' y2='528'/>
+            <content>4,008</content>
+         </cell>
+         <cell id='146' start-row='18' start-col='4'>
+            <bounding-box x1='314' y1='518' x2='337' y2='528'/>
+            <content>3,800</content>
+         </cell>
+         <cell id='147' start-row='18' start-col='5'>
+            <bounding-box x1='379' y1='518' x2='402' y2='528'/>
+            <content>3,538</content>
+         </cell>
+         <cell id='148' start-row='18' start-col='6'>
+            <bounding-box x1='444' y1='518' x2='468' y2='528'/>
+            <content>3,472</content>
+         </cell>
+         <cell id='149' start-row='18' start-col='7'>
+            <bounding-box x1='510' y1='518' x2='522' y2='528'/>
+            <content>77</content>
+         </cell>
+         <cell id='150' start-row='18' start-col='8'>
+            <bounding-box x1='565' y1='518' x2='576' y2='528'/>
+            <content>42</content>
+         </cell>
+         <cell id='151' start-row='19' start-col='0'>
+            <bounding-box x1='42' y1='494' x2='85' y2='504'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='152' start-row='20' start-col='0'>
+            <bounding-box x1='42' y1='483' x2='63' y2='493'/>
+            <content>2011</content>
+         </cell>
+         <cell id='153' start-row='20' start-col='1'>
+            <bounding-box x1='118' y1='483' x2='142' y2='493'/>
+            <content>3,713</content>
+         </cell>
+         <cell id='154' start-row='20' start-col='2'>
+            <bounding-box x1='184' y1='483' x2='207' y2='493'/>
+            <content>3,687</content>
+         </cell>
+         <cell id='155' start-row='20' start-col='3'>
+            <bounding-box x1='249' y1='483' x2='272' y2='493'/>
+            <content>4,016</content>
+         </cell>
+         <cell id='156' start-row='20' start-col='4'>
+            <bounding-box x1='314' y1='483' x2='337' y2='493'/>
+            <content>3,732</content>
+         </cell>
+         <cell id='157' start-row='20' start-col='5'>
+            <bounding-box x1='379' y1='483' x2='402' y2='493'/>
+            <content>3,529</content>
+         </cell>
+         <cell id='158' start-row='20' start-col='6'>
+            <bounding-box x1='444' y1='483' x2='468' y2='493'/>
+            <content>3,469</content>
+         </cell>
+         <cell id='159' start-row='20' start-col='7'>
+            <bounding-box x1='510' y1='483' x2='521' y2='493'/>
+            <content>77</content>
+         </cell>
+         <cell id='160' start-row='20' start-col='8'>
+            <bounding-box x1='565' y1='483' x2='576' y2='493'/>
+            <content>41</content>
+         </cell>
+         <cell id='161' start-row='21' start-col='0'>
+            <bounding-box x1='42' y1='472' x2='63' y2='482'/>
+            <content>2012</content>
+         </cell>
+         <cell id='162' start-row='21' start-col='1'>
+            <bounding-box x1='118' y1='472' x2='142' y2='482'/>
+            <content>3,775</content>
+         </cell>
+         <cell id='163' start-row='21' start-col='2'>
+            <bounding-box x1='184' y1='472' x2='207' y2='482'/>
+            <content>3,724</content>
+         </cell>
+         <cell id='164' start-row='21' start-col='3'>
+            <bounding-box x1='249' y1='472' x2='272' y2='482'/>
+            <content>4,046</content>
+         </cell>
+         <cell id='165' start-row='21' start-col='4'>
+            <bounding-box x1='314' y1='472' x2='337' y2='482'/>
+            <content>3,740</content>
+         </cell>
+         <cell id='166' start-row='21' start-col='5'>
+            <bounding-box x1='379' y1='472' x2='402' y2='482'/>
+            <content>3,466</content>
+         </cell>
+         <cell id='167' start-row='21' start-col='6'>
+            <bounding-box x1='444' y1='472' x2='468' y2='482'/>
+            <content>3,459</content>
+         </cell>
+         <cell id='168' start-row='21' start-col='7'>
+            <bounding-box x1='510' y1='472' x2='521' y2='482'/>
+            <content>78</content>
+         </cell>
+         <cell id='169' start-row='21' start-col='8'>
+            <bounding-box x1='565' y1='472' x2='576' y2='482'/>
+            <content>41</content>
+         </cell>
+         <cell id='170' start-row='22' start-col='0'>
+            <bounding-box x1='42' y1='461' x2='63' y2='471'/>
+            <content>2013</content>
+         </cell>
+         <cell id='171' start-row='22' start-col='1'>
+            <bounding-box x1='118' y1='461' x2='142' y2='471'/>
+            <content>3,783</content>
+         </cell>
+         <cell id='172' start-row='22' start-col='2'>
+            <bounding-box x1='184' y1='461' x2='207' y2='471'/>
+            <content>3,786</content>
+         </cell>
+         <cell id='173' start-row='22' start-col='3'>
+            <bounding-box x1='249' y1='461' x2='272' y2='471'/>
+            <content>4,087</content>
+         </cell>
+         <cell id='174' start-row='22' start-col='4'>
+            <bounding-box x1='314' y1='461' x2='337' y2='471'/>
+            <content>3,768</content>
+         </cell>
+         <cell id='175' start-row='22' start-col='5'>
+            <bounding-box x1='379' y1='461' x2='402' y2='471'/>
+            <content>3,473</content>
+         </cell>
+         <cell id='176' start-row='22' start-col='6'>
+            <bounding-box x1='444' y1='461' x2='468' y2='471'/>
+            <content>3,397</content>
+         </cell>
+         <cell id='177' start-row='22' start-col='7'>
+            <bounding-box x1='510' y1='461' x2='521' y2='471'/>
+            <content>79</content>
+         </cell>
+         <cell id='178' start-row='22' start-col='8'>
+            <bounding-box x1='565' y1='461' x2='576' y2='471'/>
+            <content>41</content>
+         </cell>
+         <cell id='179' start-row='23' start-col='0'>
+            <bounding-box x1='42' y1='451' x2='63' y2='461'/>
+            <content>2014</content>
+         </cell>
+         <cell id='180' start-row='23' start-col='1'>
+            <bounding-box x1='118' y1='451' x2='142' y2='461'/>
+            <content>3,761</content>
+         </cell>
+         <cell id='181' start-row='23' start-col='2'>
+            <bounding-box x1='184' y1='451' x2='207' y2='461'/>
+            <content>3,794</content>
+         </cell>
+         <cell id='182' start-row='23' start-col='3'>
+            <bounding-box x1='249' y1='451' x2='272' y2='461'/>
+            <content>4,155</content>
+         </cell>
+         <cell id='183' start-row='23' start-col='4'>
+            <bounding-box x1='314' y1='451' x2='337' y2='461'/>
+            <content>3,805</content>
+         </cell>
+         <cell id='184' start-row='23' start-col='5'>
+            <bounding-box x1='379' y1='451' x2='402' y2='461'/>
+            <content>3,499</content>
+         </cell>
+         <cell id='185' start-row='23' start-col='6'>
+            <bounding-box x1='444' y1='451' x2='468' y2='461'/>
+            <content>3,404</content>
+         </cell>
+         <cell id='186' start-row='23' start-col='7'>
+            <bounding-box x1='510' y1='451' x2='521' y2='461'/>
+            <content>80</content>
+         </cell>
+         <cell id='187' start-row='23' start-col='8'>
+            <bounding-box x1='565' y1='451' x2='576' y2='461'/>
+            <content>41</content>
+         </cell>
+         <cell id='188' start-row='24' start-col='0'>
+            <bounding-box x1='42' y1='440' x2='63' y2='450'/>
+            <content>2015</content>
+         </cell>
+         <cell id='189' start-row='24' start-col='1'>
+            <bounding-box x1='118' y1='440' x2='142' y2='450'/>
+            <content>3,793</content>
+         </cell>
+         <cell id='190' start-row='24' start-col='2'>
+            <bounding-box x1='183' y1='440' x2='207' y2='450'/>
+            <content>3,772</content>
+         </cell>
+         <cell id='191' start-row='24' start-col='3'>
+            <bounding-box x1='249' y1='440' x2='272' y2='450'/>
+            <content>4,164</content>
+         </cell>
+         <cell id='192' start-row='24' start-col='4'>
+            <bounding-box x1='314' y1='440' x2='337' y2='450'/>
+            <content>3,869</content>
+         </cell>
+         <cell id='193' start-row='24' start-col='5'>
+            <bounding-box x1='379' y1='440' x2='402' y2='450'/>
+            <content>3,534</content>
+         </cell>
+         <cell id='194' start-row='24' start-col='6'>
+            <bounding-box x1='444' y1='440' x2='468' y2='450'/>
+            <content>3,430</content>
+         </cell>
+         <cell id='195' start-row='24' start-col='7'>
+            <bounding-box x1='510' y1='440' x2='521' y2='450'/>
+            <content>81</content>
+         </cell>
+         <cell id='196' start-row='24' start-col='8'>
+            <bounding-box x1='565' y1='440' x2='576' y2='450'/>
+            <content>41</content>
+         </cell>
+         <cell id='197' start-row='25' start-col='0'>
+            <bounding-box x1='42' y1='429' x2='63' y2='439'/>
+            <content>2016</content>
+         </cell>
+         <cell id='198' start-row='25' start-col='1'>
+            <bounding-box x1='118' y1='429' x2='142' y2='439'/>
+            <content>3,817</content>
+         </cell>
+         <cell id='199' start-row='25' start-col='2'>
+            <bounding-box x1='183' y1='429' x2='207' y2='439'/>
+            <content>3,804</content>
+         </cell>
+         <cell id='200' start-row='25' start-col='3'>
+            <bounding-box x1='249' y1='429' x2='272' y2='439'/>
+            <content>4,139</content>
+         </cell>
+         <cell id='201' start-row='25' start-col='4'>
+            <bounding-box x1='314' y1='429' x2='337' y2='439'/>
+            <content>3,877</content>
+         </cell>
+         <cell id='202' start-row='25' start-col='5'>
+            <bounding-box x1='379' y1='429' x2='402' y2='439'/>
+            <content>3,593</content>
+         </cell>
+         <cell id='203' start-row='25' start-col='6'>
+            <bounding-box x1='444' y1='429' x2='468' y2='439'/>
+            <content>3,464</content>
+         </cell>
+         <cell id='204' start-row='25' start-col='7'>
+            <bounding-box x1='510' y1='429' x2='521' y2='439'/>
+            <content>81</content>
+         </cell>
+         <cell id='205' start-row='25' start-col='8'>
+            <bounding-box x1='565' y1='429' x2='576' y2='439'/>
+            <content>42</content>
+         </cell>
+         <cell id='206' start-row='26' start-col='0'>
+            <bounding-box x1='42' y1='418' x2='63' y2='428'/>
+            <content>2017</content>
+         </cell>
+         <cell id='207' start-row='26' start-col='1'>
+            <bounding-box x1='118' y1='418' x2='142' y2='428'/>
+            <content>3,843</content>
+         </cell>
+         <cell id='208' start-row='26' start-col='2'>
+            <bounding-box x1='183' y1='418' x2='207' y2='428'/>
+            <content>3,828</content>
+         </cell>
+         <cell id='209' start-row='26' start-col='3'>
+            <bounding-box x1='249' y1='418' x2='272' y2='428'/>
+            <content>4,175</content>
+         </cell>
+         <cell id='210' start-row='26' start-col='4'>
+            <bounding-box x1='314' y1='418' x2='337' y2='428'/>
+            <content>3,855</content>
+         </cell>
+         <cell id='211' start-row='26' start-col='5'>
+            <bounding-box x1='379' y1='418' x2='402' y2='428'/>
+            <content>3,601</content>
+         </cell>
+         <cell id='212' start-row='26' start-col='6'>
+            <bounding-box x1='444' y1='418' x2='468' y2='428'/>
+            <content>3,522</content>
+         </cell>
+         <cell id='213' start-row='26' start-col='7'>
+            <bounding-box x1='510' y1='418' x2='521' y2='428'/>
+            <content>82</content>
+         </cell>
+         <cell id='214' start-row='26' start-col='8'>
+            <bounding-box x1='565' y1='418' x2='576' y2='428'/>
+            <content>42</content>
+         </cell>
+         <cell id='215' start-row='27' start-col='0'>
+            <bounding-box x1='42' y1='407' x2='63' y2='417'/>
+            <content>2018</content>
+         </cell>
+         <cell id='216' start-row='27' start-col='1'>
+            <bounding-box x1='118' y1='407' x2='142' y2='417'/>
+            <content>3,868</content>
+         </cell>
+         <cell id='217' start-row='27' start-col='2'>
+            <bounding-box x1='183' y1='407' x2='207' y2='417'/>
+            <content>3,854</content>
+         </cell>
+         <cell id='218' start-row='27' start-col='3'>
+            <bounding-box x1='249' y1='407' x2='272' y2='417'/>
+            <content>4,201</content>
+         </cell>
+         <cell id='219' start-row='27' start-col='4'>
+            <bounding-box x1='314' y1='407' x2='337' y2='417'/>
+            <content>3,887</content>
+         </cell>
+         <cell id='220' start-row='27' start-col='5'>
+            <bounding-box x1='379' y1='407' x2='402' y2='417'/>
+            <content>3,580</content>
+         </cell>
+         <cell id='221' start-row='27' start-col='6'>
+            <bounding-box x1='444' y1='407' x2='468' y2='417'/>
+            <content>3,530</content>
+         </cell>
+         <cell id='222' start-row='27' start-col='7'>
+            <bounding-box x1='510' y1='407' x2='521' y2='417'/>
+            <content>83</content>
+         </cell>
+         <cell id='223' start-row='27' start-col='8'>
+            <bounding-box x1='565' y1='407' x2='576' y2='417'/>
+            <content>43</content>
+         </cell>
+         <cell id='224' start-row='28' start-col='0'>
+            <bounding-box x1='42' y1='396' x2='63' y2='406'/>
+            <content>2019</content>
+         </cell>
+         <cell id='225' start-row='28' start-col='1'>
+            <bounding-box x1='118' y1='396' x2='142' y2='406'/>
+            <content>3,897</content>
+         </cell>
+         <cell id='226' start-row='28' start-col='2'>
+            <bounding-box x1='183' y1='396' x2='207' y2='406'/>
+            <content>3,879</content>
+         </cell>
+         <cell id='227' start-row='28' start-col='3'>
+            <bounding-box x1='249' y1='396' x2='272' y2='406'/>
+            <content>4,229</content>
+         </cell>
+         <cell id='228' start-row='28' start-col='4'>
+            <bounding-box x1='314' y1='396' x2='337' y2='406'/>
+            <content>3,912</content>
+         </cell>
+         <cell id='229' start-row='28' start-col='5'>
+            <bounding-box x1='379' y1='396' x2='402' y2='406'/>
+            <content>3,610</content>
+         </cell>
+         <cell id='230' start-row='28' start-col='6'>
+            <bounding-box x1='444' y1='396' x2='468' y2='406'/>
+            <content>3,509</content>
+         </cell>
+         <cell id='231' start-row='28' start-col='7'>
+            <bounding-box x1='510' y1='396' x2='521' y2='406'/>
+            <content>84</content>
+         </cell>
+         <cell id='232' start-row='28' start-col='8'>
+            <bounding-box x1='565' y1='396' x2='576' y2='406'/>
+            <content>43</content>
+         </cell>
+         <cell id='233' start-row='29' start-col='0'>
+            <bounding-box x1='42' y1='385' x2='63' y2='395'/>
+            <content>2020</content>
+         </cell>
+         <cell id='234' start-row='29' start-col='1'>
+            <bounding-box x1='118' y1='385' x2='142' y2='395'/>
+            <content>3,930</content>
+         </cell>
+         <cell id='235' start-row='29' start-col='2'>
+            <bounding-box x1='183' y1='385' x2='207' y2='395'/>
+            <content>3,908</content>
+         </cell>
+         <cell id='236' start-row='29' start-col='3'>
+            <bounding-box x1='249' y1='385' x2='272' y2='395'/>
+            <content>4,257</content>
+         </cell>
+         <cell id='237' start-row='29' start-col='4'>
+            <bounding-box x1='314' y1='385' x2='337' y2='395'/>
+            <content>3,938</content>
+         </cell>
+         <cell id='238' start-row='29' start-col='5'>
+            <bounding-box x1='379' y1='385' x2='402' y2='395'/>
+            <content>3,633</content>
+         </cell>
+         <cell id='239' start-row='29' start-col='6'>
+            <bounding-box x1='444' y1='385' x2='468' y2='395'/>
+            <content>3,539</content>
+         </cell>
+         <cell id='240' start-row='29' start-col='7'>
+            <bounding-box x1='510' y1='385' x2='521' y2='395'/>
+            <content>84</content>
+         </cell>
+         <cell id='241' start-row='29' start-col='8'>
+            <bounding-box x1='565' y1='385' x2='576' y2='395'/>
+            <content>44</content>
+         </cell>
+         <cell id='242' start-row='30' start-col='0'>
+            <bounding-box x1='42' y1='374' x2='63' y2='384'/>
+            <content>2021</content>
+         </cell>
+         <cell id='243' start-row='30' start-col='1'>
+            <bounding-box x1='118' y1='374' x2='142' y2='384'/>
+            <content>3,968</content>
+         </cell>
+         <cell id='244' start-row='30' start-col='2'>
+            <bounding-box x1='183' y1='374' x2='207' y2='384'/>
+            <content>3,941</content>
+         </cell>
+         <cell id='245' start-row='30' start-col='3'>
+            <bounding-box x1='249' y1='374' x2='272' y2='384'/>
+            <content>4,288</content>
+         </cell>
+         <cell id='246' start-row='30' start-col='4'>
+            <bounding-box x1='314' y1='374' x2='337' y2='384'/>
+            <content>3,964</content>
+         </cell>
+         <cell id='247' start-row='30' start-col='5'>
+            <bounding-box x1='379' y1='374' x2='402' y2='384'/>
+            <content>3,658</content>
+         </cell>
+         <cell id='248' start-row='30' start-col='6'>
+            <bounding-box x1='444' y1='374' x2='468' y2='384'/>
+            <content>3,561</content>
+         </cell>
+         <cell id='249' start-row='30' start-col='7'>
+            <bounding-box x1='510' y1='374' x2='521' y2='384'/>
+            <content>85</content>
+         </cell>
+         <cell id='250' start-row='30' start-col='8'>
+            <bounding-box x1='565' y1='374' x2='576' y2='384'/>
+            <content>44</content>
+         </cell>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' col-increment='0' row-increment='-1' page='5'>
+         <cell id='2' start-row='1' start-col='2' end-col='7'>
+            <bounding-box x1='350' y1='709' x2='408' y2='719'/>
+            <content>Race/ethnicity</content>
+         </cell>
+         <cell id='3' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='36' y1='675' x2='53' y2='684'/>
+            <content>Year</content>
+            <instruction instr-id='127' subinstr-id='0'/>
+            <instruction instr-id='127' subinstr-id='2'/>
+         </cell>
+         <cell id='4' start-row='1' end-row='2' start-col='1'>
+            <bounding-box x1='135' y1='675' x2='155' y2='685'/>
+            <content>Total</content>
+         </cell>
+         <cell id='5' start-row='2' start-col='2'>
+            <bounding-box x1='204' y1='675' x2='228' y2='685'/>
+            <content>White</content>
+         </cell>
+         <cell id='6' start-row='2' start-col='3'>
+            <bounding-box x1='270' y1='675' x2='294' y2='685'/>
+            <content>Black</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='4'>
+            <bounding-box x1='323' y1='675' x2='359' y2='685'/>
+            <content>Hispanic</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='5'>
+            <bounding-box x1='389' y1='675' x2='424' y2='704'/>
+            <content>Asian/
+Pacific
+Islander</content>
+            <instruction instr-id='133' subinstr-id='-1'/>
+            <instruction instr-id='135' subinstr-id='-1'/>
+            <instruction instr-id='226' subinstr-id='0'/>
+            <instruction instr-id='226' subinstr-id='2'/>
+         </cell>
+         <cell id='9' start-row='2' start-col='6'>
+            <bounding-box x1='449' y1='675' x2='503' y2='704'/>
+            <content>American
+Indian/
+Alaska Native</content>
+            <instruction instr-id='137' subinstr-id='0'/>
+            <instruction instr-id='139' subinstr-id='-1'/>
+            <instruction instr-id='141' subinstr-id='-1'/>
+         </cell>
+         <cell id='10' start-row='2' start-col='7'>
+            <bounding-box x1='542' y1='675' x2='569' y2='704'/>
+            <content>Two or
+more
+races</content>
+            <instruction instr-id='143' subinstr-id='0'/>
+            <instruction instr-id='143' subinstr-id='2'/>
+            <instruction instr-id='145' subinstr-id='0'/>
+            <instruction instr-id='145' subinstr-id='2'/>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+         </cell>
+         <cell id='18' start-row='3' start-col='0'>
+            <bounding-box x1='35' y1='660' x2='64' y2='670'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='19' start-row='4' start-col='0'>
+            <bounding-box x1='35' y1='650' x2='56' y2='660'/>
+            <content>1996</content>
+         </cell>
+         <cell id='20' start-row='4' start-col='1'>
+            <bounding-box x1='127' y1='650' x2='155' y2='660'/>
+            <content>45,611</content>
+         </cell>
+         <cell id='21' start-row='4' start-col='2'>
+            <bounding-box x1='200' y1='650' x2='228' y2='660'/>
+            <content>29,217</content>
+         </cell>
+         <cell id='22' start-row='4' start-col='3'>
+            <bounding-box x1='270' y1='650' x2='294' y2='660'/>
+            <content>7,707</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='4'>
+            <bounding-box x1='336' y1='650' x2='359' y2='660'/>
+            <content>6,429</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='5'>
+            <bounding-box x1='401' y1='650' x2='425' y2='660'/>
+            <content>1,731</content>
+         </cell>
+         <cell id='25' start-row='4' start-col='6'>
+            <bounding-box x1='488' y1='650' x2='504' y2='660'/>
+            <content>527</content>
+         </cell>
+         <cell id='26' start-row='4' start-col='7'>
+            <bounding-box x1='560' y1='650' x2='570' y2='660'/>
+            <content>—</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='0'>
+            <bounding-box x1='35' y1='639' x2='56' y2='649'/>
+            <content>1997</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='1'>
+            <bounding-box x1='127' y1='639' x2='155' y2='649'/>
+            <content>46,127</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='2'>
+            <bounding-box x1='200' y1='639' x2='228' y2='649'/>
+            <content>29,241</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='3'>
+            <bounding-box x1='270' y1='639' x2='294' y2='649'/>
+            <content>7,851</content>
+         </cell>
+         <cell id='31' start-row='5' start-col='4'>
+            <bounding-box x1='336' y1='639' x2='359' y2='649'/>
+            <content>6,705</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='5'>
+            <bounding-box x1='401' y1='639' x2='425' y2='649'/>
+            <content>1,796</content>
+         </cell>
+         <cell id='33' start-row='5' start-col='6'>
+            <bounding-box x1='488' y1='639' x2='504' y2='649'/>
+            <content>535</content>
+         </cell>
+         <cell id='34' start-row='5' start-col='7'>
+            <bounding-box x1='560' y1='639' x2='570' y2='649'/>
+            <content>—</content>
+         </cell>
+         <cell id='35' start-row='6' start-col='0'>
+            <bounding-box x1='35' y1='628' x2='56' y2='638'/>
+            <content>1998</content>
+         </cell>
+         <cell id='36' start-row='6' start-col='1'>
+            <bounding-box x1='127' y1='628' x2='155' y2='638'/>
+            <content>46,539</content>
+         </cell>
+         <cell id='37' start-row='6' start-col='2'>
+            <bounding-box x1='200' y1='628' x2='228' y2='638'/>
+            <content>29,217</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='3'>
+            <bounding-box x1='270' y1='628' x2='294' y2='638'/>
+            <content>7,935</content>
+         </cell>
+         <cell id='39' start-row='6' start-col='4'>
+            <bounding-box x1='336' y1='628' x2='359' y2='638'/>
+            <content>7,007</content>
+         </cell>
+         <cell id='40' start-row='6' start-col='5'>
+            <bounding-box x1='401' y1='628' x2='425' y2='638'/>
+            <content>1,846</content>
+         </cell>
+         <cell id='41' start-row='6' start-col='6'>
+            <bounding-box x1='488' y1='628' x2='504' y2='638'/>
+            <content>534</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='7'>
+            <bounding-box x1='560' y1='628' x2='570' y2='638'/>
+            <content>—</content>
+         </cell>
+         <cell id='43' start-row='7' start-col='0'>
+            <bounding-box x1='35' y1='617' x2='56' y2='627'/>
+            <content>1999</content>
+         </cell>
+         <cell id='44' start-row='7' start-col='1'>
+            <bounding-box x1='127' y1='617' x2='155' y2='627'/>
+            <content>46,857</content>
+         </cell>
+         <cell id='45' start-row='7' start-col='2'>
+            <bounding-box x1='200' y1='617' x2='228' y2='627'/>
+            <content>29,032</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='3'>
+            <bounding-box x1='270' y1='617' x2='294' y2='627'/>
+            <content>8,054</content>
+         </cell>
+         <cell id='47' start-row='7' start-col='4'>
+            <bounding-box x1='336' y1='617' x2='359' y2='627'/>
+            <content>7,337</content>
+         </cell>
+         <cell id='48' start-row='7' start-col='5'>
+            <bounding-box x1='401' y1='617' x2='425' y2='627'/>
+            <content>1,892</content>
+         </cell>
+         <cell id='49' start-row='7' start-col='6'>
+            <bounding-box x1='488' y1='617' x2='504' y2='627'/>
+            <content>542</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='7'>
+            <bounding-box x1='560' y1='617' x2='570' y2='627'/>
+            <content>—</content>
+         </cell>
+         <cell id='51' start-row='8' start-col='0'>
+            <bounding-box x1='35' y1='606' x2='56' y2='616'/>
+            <content>2000</content>
+         </cell>
+         <cell id='52' start-row='8' start-col='1'>
+            <bounding-box x1='127' y1='606' x2='155' y2='616'/>
+            <content>47,204</content>
+         </cell>
+         <cell id='53' start-row='8' start-col='2'>
+            <bounding-box x1='199' y1='606' x2='228' y2='616'/>
+            <content>28,873</content>
+         </cell>
+         <cell id='54' start-row='8' start-col='3'>
+            <bounding-box x1='270' y1='606' x2='294' y2='616'/>
+            <content>8,099</content>
+         </cell>
+         <cell id='55' start-row='8' start-col='4'>
+            <bounding-box x1='336' y1='606' x2='359' y2='616'/>
+            <content>7,733</content>
+         </cell>
+         <cell id='56' start-row='8' start-col='5'>
+            <bounding-box x1='401' y1='606' x2='425' y2='616'/>
+            <content>1,949</content>
+         </cell>
+         <cell id='57' start-row='8' start-col='6'>
+            <bounding-box x1='488' y1='606' x2='504' y2='616'/>
+            <content>550</content>
+         </cell>
+         <cell id='58' start-row='8' start-col='7'>
+            <bounding-box x1='560' y1='606' x2='570' y2='616'/>
+            <content>—</content>
+         </cell>
+         <cell id='59' start-row='9' start-col='0'>
+            <bounding-box x1='35' y1='595' x2='56' y2='605'/>
+            <content>2001</content>
+         </cell>
+         <cell id='60' start-row='9' start-col='1'>
+            <bounding-box x1='127' y1='595' x2='155' y2='605'/>
+            <content>47,672</content>
+         </cell>
+         <cell id='61' start-row='9' start-col='2'>
+            <bounding-box x1='199' y1='595' x2='228' y2='605'/>
+            <content>28,731</content>
+         </cell>
+         <cell id='62' start-row='9' start-col='3'>
+            <bounding-box x1='270' y1='595' x2='294' y2='605'/>
+            <content>8,176</content>
+         </cell>
+         <cell id='63' start-row='9' start-col='4'>
+            <bounding-box x1='335' y1='595' x2='359' y2='605'/>
+            <content>8,175</content>
+         </cell>
+         <cell id='64' start-row='9' start-col='5'>
+            <bounding-box x1='401' y1='595' x2='425' y2='605'/>
+            <content>2,026</content>
+         </cell>
+         <cell id='65' start-row='9' start-col='6'>
+            <bounding-box x1='488' y1='595' x2='504' y2='605'/>
+            <content>563</content>
+         </cell>
+         <cell id='66' start-row='9' start-col='7'>
+            <bounding-box x1='560' y1='595' x2='570' y2='605'/>
+            <content>—</content>
+         </cell>
+         <cell id='67' start-row='10' start-col='0'>
+            <bounding-box x1='35' y1='584' x2='56' y2='594'/>
+            <content>2002</content>
+         </cell>
+         <cell id='68' start-row='10' start-col='1'>
+            <bounding-box x1='127' y1='584' x2='155' y2='594'/>
+            <content>48,183</content>
+         </cell>
+         <cell id='69' start-row='10' start-col='2'>
+            <bounding-box x1='199' y1='584' x2='228' y2='594'/>
+            <content>28,614</content>
+         </cell>
+         <cell id='70' start-row='10' start-col='3'>
+            <bounding-box x1='270' y1='584' x2='293' y2='594'/>
+            <content>8,297</content>
+         </cell>
+         <cell id='71' start-row='10' start-col='4'>
+            <bounding-box x1='335' y1='584' x2='359' y2='594'/>
+            <content>8,601</content>
+         </cell>
+         <cell id='72' start-row='10' start-col='5'>
+            <bounding-box x1='401' y1='584' x2='425' y2='594'/>
+            <content>2,088</content>
+         </cell>
+         <cell id='73' start-row='10' start-col='6'>
+            <bounding-box x1='488' y1='584' x2='504' y2='594'/>
+            <content>583</content>
+         </cell>
+         <cell id='74' start-row='10' start-col='7'>
+            <bounding-box x1='560' y1='584' x2='570' y2='594'/>
+            <content>—</content>
+         </cell>
+         <cell id='75' start-row='11' start-col='0'>
+            <bounding-box x1='35' y1='573' x2='56' y2='583'/>
+            <content>2003</content>
+         </cell>
+         <cell id='76' start-row='11' start-col='1'>
+            <bounding-box x1='127' y1='573' x2='155' y2='583'/>
+            <content>48,540</content>
+         </cell>
+         <cell id='77' start-row='11' start-col='2'>
+            <bounding-box x1='199' y1='573' x2='228' y2='583'/>
+            <content>28,438</content>
+         </cell>
+         <cell id='78' start-row='11' start-col='3'>
+            <bounding-box x1='270' y1='573' x2='293' y2='583'/>
+            <content>8,347</content>
+         </cell>
+         <cell id='79' start-row='11' start-col='4'>
+            <bounding-box x1='335' y1='573' x2='359' y2='583'/>
+            <content>9,018</content>
+         </cell>
+         <cell id='80' start-row='11' start-col='5'>
+            <bounding-box x1='401' y1='573' x2='424' y2='583'/>
+            <content>2,144</content>
+         </cell>
+         <cell id='81' start-row='11' start-col='6'>
+            <bounding-box x1='488' y1='573' x2='504' y2='583'/>
+            <content>593</content>
+         </cell>
+         <cell id='82' start-row='11' start-col='7'>
+            <bounding-box x1='560' y1='573' x2='570' y2='583'/>
+            <content>—</content>
+         </cell>
+         <cell id='83' start-row='12' start-col='0'>
+            <bounding-box x1='35' y1='562' x2='56' y2='572'/>
+            <content>2004</content>
+         </cell>
+         <cell id='84' start-row='12' start-col='1'>
+            <bounding-box x1='127' y1='562' x2='155' y2='572'/>
+            <content>48,795</content>
+         </cell>
+         <cell id='85' start-row='12' start-col='2'>
+            <bounding-box x1='199' y1='562' x2='228' y2='572'/>
+            <content>28,186</content>
+         </cell>
+         <cell id='86' start-row='12' start-col='3'>
+            <bounding-box x1='270' y1='562' x2='293' y2='572'/>
+            <content>8,400</content>
+         </cell>
+         <cell id='87' start-row='12' start-col='4'>
+            <bounding-box x1='335' y1='562' x2='359' y2='572'/>
+            <content>9,415</content>
+         </cell>
+         <cell id='88' start-row='12' start-col='5'>
+            <bounding-box x1='401' y1='562' x2='424' y2='572'/>
+            <content>2,204</content>
+         </cell>
+         <cell id='89' start-row='12' start-col='6'>
+            <bounding-box x1='488' y1='562' x2='504' y2='572'/>
+            <content>591</content>
+         </cell>
+         <cell id='90' start-row='12' start-col='7'>
+            <bounding-box x1='560' y1='562' x2='570' y2='572'/>
+            <content>—</content>
+         </cell>
+         <cell id='91' start-row='13' start-col='0'>
+            <bounding-box x1='35' y1='551' x2='56' y2='561'/>
+            <content>2005</content>
+         </cell>
+         <cell id='92' start-row='13' start-col='1'>
+            <bounding-box x1='127' y1='551' x2='155' y2='561'/>
+            <content>49,113</content>
+         </cell>
+         <cell id='93' start-row='13' start-col='2'>
+            <bounding-box x1='199' y1='551' x2='228' y2='561'/>
+            <content>28,001</content>
+         </cell>
+         <cell id='94' start-row='13' start-col='3'>
+            <bounding-box x1='270' y1='551' x2='293' y2='561'/>
+            <content>8,443</content>
+         </cell>
+         <cell id='95' start-row='13' start-col='4'>
+            <bounding-box x1='335' y1='551' x2='359' y2='561'/>
+            <content>9,794</content>
+         </cell>
+         <cell id='96' start-row='13' start-col='5'>
+            <bounding-box x1='401' y1='551' x2='424' y2='561'/>
+            <content>2,278</content>
+         </cell>
+         <cell id='97' start-row='13' start-col='6'>
+            <bounding-box x1='488' y1='551' x2='504' y2='561'/>
+            <content>598</content>
+         </cell>
+         <cell id='98' start-row='13' start-col='7'>
+            <bounding-box x1='560' y1='551' x2='570' y2='561'/>
+            <content>—</content>
+         </cell>
+         <cell id='99' start-row='14' start-col='0'>
+            <bounding-box x1='35' y1='540' x2='56' y2='550'/>
+            <content>2006</content>
+         </cell>
+         <cell id='100' start-row='14' start-col='1'>
+            <bounding-box x1='127' y1='540' x2='155' y2='550'/>
+            <content>49,316</content>
+         </cell>
+         <cell id='101' start-row='14' start-col='2'>
+            <bounding-box x1='199' y1='540' x2='228' y2='550'/>
+            <content>27,797</content>
+         </cell>
+         <cell id='102' start-row='14' start-col='3'>
+            <bounding-box x1='270' y1='540' x2='293' y2='550'/>
+            <content>8,421</content>
+         </cell>
+         <cell id='103' start-row='14' start-col='4'>
+            <bounding-box x1='330' y1='540' x2='359' y2='550'/>
+            <content>10,171</content>
+         </cell>
+         <cell id='104' start-row='14' start-col='5'>
+            <bounding-box x1='401' y1='540' x2='424' y2='550'/>
+            <content>2,331</content>
+         </cell>
+         <cell id='105' start-row='14' start-col='6'>
+            <bounding-box x1='488' y1='540' x2='504' y2='550'/>
+            <content>595</content>
+         </cell>
+         <cell id='106' start-row='14' start-col='7'>
+            <bounding-box x1='560' y1='540' x2='570' y2='550'/>
+            <content>—</content>
+         </cell>
+         <cell id='107' start-row='15' start-col='0'>
+            <bounding-box x1='35' y1='529' x2='56' y2='539'/>
+            <content>2007</content>
+         </cell>
+         <cell id='108' start-row='15' start-col='1'>
+            <bounding-box x1='127' y1='529' x2='155' y2='539'/>
+            <content>49,293</content>
+         </cell>
+         <cell id='109' start-row='15' start-col='2'>
+            <bounding-box x1='199' y1='529' x2='228' y2='539'/>
+            <content>27,454</content>
+         </cell>
+         <cell id='110' start-row='15' start-col='3'>
+            <bounding-box x1='270' y1='529' x2='293' y2='539'/>
+            <content>8,392</content>
+         </cell>
+         <cell id='111' start-row='15' start-col='4'>
+            <bounding-box x1='330' y1='529' x2='359' y2='539'/>
+            <content>10,457</content>
+         </cell>
+         <cell id='112' start-row='15' start-col='5'>
+            <bounding-box x1='401' y1='529' x2='424' y2='539'/>
+            <content>2,396</content>
+         </cell>
+         <cell id='113' start-row='15' start-col='6'>
+            <bounding-box x1='488' y1='529' x2='504' y2='539'/>
+            <content>594</content>
+         </cell>
+         <cell id='114' start-row='15' start-col='7'>
+            <bounding-box x1='560' y1='529' x2='570' y2='539'/>
+            <content>—</content>
+         </cell>
+         <cell id='115' start-row='16' start-col='0'>
+            <bounding-box x1='35' y1='518' x2='56' y2='528'/>
+            <content>2008</content>
+         </cell>
+         <cell id='116' start-row='16' start-col='1'>
+            <bounding-box x1='127' y1='518' x2='155' y2='528'/>
+            <content>49,266</content>
+         </cell>
+         <cell id='117' start-row='16' start-col='2'>
+            <bounding-box x1='200' y1='518' x2='228' y2='528'/>
+            <content>27,057</content>
+         </cell>
+         <cell id='118' start-row='16' start-col='3'>
+            <bounding-box x1='270' y1='518' x2='294' y2='528'/>
+            <content>8,358</content>
+         </cell>
+         <cell id='119' start-row='16' start-col='4'>
+            <bounding-box x1='331' y1='518' x2='359' y2='528'/>
+            <content>10,569</content>
+         </cell>
+         <cell id='120' start-row='16' start-col='5'>
+            <bounding-box x1='401' y1='518' x2='425' y2='528'/>
+            <content>2,449</content>
+         </cell>
+         <cell id='121' start-row='16' start-col='6'>
+            <bounding-box x1='488' y1='518' x2='504' y2='528'/>
+            <content>589</content>
+         </cell>
+         <cell id='122' start-row='16' start-col='7'>
+            <bounding-box x1='554' y1='518' x2='570' y2='528'/>
+            <content>244</content>
+         </cell>
+         <cell id='123' start-row='17' start-col='0'>
+            <bounding-box x1='35' y1='507' x2='56' y2='517'/>
+            <content>2009</content>
+         </cell>
+         <cell id='124' start-row='17' start-col='1'>
+            <bounding-box x1='127' y1='507' x2='155' y2='517'/>
+            <content>49,373</content>
+         </cell>
+         <cell id='125' start-row='17' start-col='2'>
+            <bounding-box x1='200' y1='507' x2='228' y2='517'/>
+            <content>26,753</content>
+         </cell>
+         <cell id='126' start-row='17' start-col='3'>
+            <bounding-box x1='270' y1='507' x2='294' y2='517'/>
+            <content>8,282</content>
+         </cell>
+         <cell id='127' start-row='17' start-col='4'>
+            <bounding-box x1='331' y1='507' x2='359' y2='517'/>
+            <content>10,918</content>
+         </cell>
+         <cell id='128' start-row='17' start-col='5'>
+            <bounding-box x1='401' y1='507' x2='425' y2='517'/>
+            <content>2,492</content>
+         </cell>
+         <cell id='129' start-row='17' start-col='6'>
+            <bounding-box x1='488' y1='507' x2='504' y2='517'/>
+            <content>593</content>
+         </cell>
+         <cell id='130' start-row='17' start-col='7'>
+            <bounding-box x1='554' y1='507' x2='570' y2='517'/>
+            <content>335</content>
+         </cell>
+         <cell id='131' start-row='18' start-col='0'>
+            <bounding-box x1='35' y1='496' x2='56' y2='506'/>
+            <content>2010</content>
+         </cell>
+         <cell id='132' start-row='18' start-col='1'>
+            <bounding-box x1='127' y1='496' x2='155' y2='506'/>
+            <content>49,484</content>
+         </cell>
+         <cell id='133' start-row='18' start-col='2'>
+            <bounding-box x1='200' y1='496' x2='228' y2='506'/>
+            <content>25,932</content>
+         </cell>
+         <cell id='134' start-row='18' start-col='3'>
+            <bounding-box x1='270' y1='496' x2='294' y2='506'/>
+            <content>7,916</content>
+         </cell>
+         <cell id='135' start-row='18' start-col='4'>
+            <bounding-box x1='331' y1='496' x2='359' y2='506'/>
+            <content>11,444</content>
+         </cell>
+         <cell id='136' start-row='18' start-col='5'>
+            <bounding-box x1='401' y1='496' x2='425' y2='506'/>
+            <content>2,466</content>
+         </cell>
+         <cell id='137' start-row='18' start-col='6'>
+            <bounding-box x1='488' y1='496' x2='504' y2='506'/>
+            <content>566</content>
+         </cell>
+         <cell id='138' start-row='18' start-col='7'>
+            <bounding-box x1='546' y1='496' x2='570' y2='506'/>
+            <content>1,161</content>
+         </cell>
+         <cell id='139' start-row='19' start-col='0'>
+            <bounding-box x1='35' y1='476' x2='78' y2='486'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='140' start-row='20' start-col='0'>
+            <bounding-box x1='35' y1='465' x2='56' y2='475'/>
+            <content>2011</content>
+         </cell>
+         <cell id='141' start-row='20' start-col='1'>
+            <bounding-box x1='127' y1='465' x2='155' y2='475'/>
+            <content>49,636</content>
+         </cell>
+         <cell id='142' start-row='20' start-col='2'>
+            <bounding-box x1='200' y1='465' x2='228' y2='475'/>
+            <content>25,755</content>
+         </cell>
+         <cell id='143' start-row='20' start-col='3'>
+            <bounding-box x1='270' y1='465' x2='294' y2='475'/>
+            <content>7,902</content>
+         </cell>
+         <cell id='144' start-row='20' start-col='4'>
+            <bounding-box x1='331' y1='465' x2='359' y2='475'/>
+            <content>11,673</content>
+         </cell>
+         <cell id='145' start-row='20' start-col='5'>
+            <bounding-box x1='401' y1='465' x2='425' y2='475'/>
+            <content>2,535</content>
+         </cell>
+         <cell id='146' start-row='20' start-col='6'>
+            <bounding-box x1='488' y1='465' x2='504' y2='475'/>
+            <content>573</content>
+         </cell>
+         <cell id='147' start-row='20' start-col='7'>
+            <bounding-box x1='546' y1='465' x2='570' y2='475'/>
+            <content>1,197</content>
+         </cell>
+         <cell id='148' start-row='21' start-col='0'>
+            <bounding-box x1='35' y1='454' x2='56' y2='464'/>
+            <content>2012</content>
+         </cell>
+         <cell id='149' start-row='21' start-col='1'>
+            <bounding-box x1='127' y1='454' x2='155' y2='464'/>
+            <content>49,828</content>
+         </cell>
+         <cell id='150' start-row='21' start-col='2'>
+            <bounding-box x1='200' y1='454' x2='228' y2='464'/>
+            <content>25,627</content>
+         </cell>
+         <cell id='151' start-row='21' start-col='3'>
+            <bounding-box x1='270' y1='454' x2='294' y2='464'/>
+            <content>7,877</content>
+         </cell>
+         <cell id='152' start-row='21' start-col='4'>
+            <bounding-box x1='331' y1='454' x2='359' y2='464'/>
+            <content>11,920</content>
+         </cell>
+         <cell id='153' start-row='21' start-col='5'>
+            <bounding-box x1='401' y1='454' x2='425' y2='464'/>
+            <content>2,595</content>
+         </cell>
+         <cell id='154' start-row='21' start-col='6'>
+            <bounding-box x1='488' y1='454' x2='504' y2='464'/>
+            <content>576</content>
+         </cell>
+         <cell id='155' start-row='21' start-col='7'>
+            <bounding-box x1='546' y1='454' x2='570' y2='464'/>
+            <content>1,233</content>
+         </cell>
+         <cell id='156' start-row='22' start-col='0'>
+            <bounding-box x1='35' y1='443' x2='56' y2='453'/>
+            <content>2013</content>
+         </cell>
+         <cell id='157' start-row='22' start-col='1'>
+            <bounding-box x1='127' y1='443' x2='155' y2='453'/>
+            <content>50,067</content>
+         </cell>
+         <cell id='158' start-row='22' start-col='2'>
+            <bounding-box x1='199' y1='443' x2='228' y2='453'/>
+            <content>25,525</content>
+         </cell>
+         <cell id='159' start-row='22' start-col='3'>
+            <bounding-box x1='270' y1='443' x2='294' y2='453'/>
+            <content>7,876</content>
+         </cell>
+         <cell id='160' start-row='22' start-col='4'>
+            <bounding-box x1='331' y1='443' x2='359' y2='453'/>
+            <content>12,161</content>
+         </cell>
+         <cell id='161' start-row='22' start-col='5'>
+            <bounding-box x1='401' y1='443' x2='425' y2='453'/>
+            <content>2,653</content>
+         </cell>
+         <cell id='162' start-row='22' start-col='6'>
+            <bounding-box x1='488' y1='443' x2='504' y2='453'/>
+            <content>582</content>
+         </cell>
+         <cell id='163' start-row='22' start-col='7'>
+            <bounding-box x1='546' y1='443' x2='570' y2='453'/>
+            <content>1,270</content>
+         </cell>
+         <cell id='164' start-row='23' start-col='0'>
+            <bounding-box x1='35' y1='432' x2='56' y2='442'/>
+            <content>2014</content>
+         </cell>
+         <cell id='165' start-row='23' start-col='1'>
+            <bounding-box x1='127' y1='432' x2='155' y2='442'/>
+            <content>50,407</content>
+         </cell>
+         <cell id='166' start-row='23' start-col='2'>
+            <bounding-box x1='199' y1='432' x2='228' y2='442'/>
+            <content>25,455</content>
+         </cell>
+         <cell id='167' start-row='23' start-col='3'>
+            <bounding-box x1='270' y1='432' x2='294' y2='442'/>
+            <content>7,913</content>
+         </cell>
+         <cell id='168' start-row='23' start-col='4'>
+            <bounding-box x1='330' y1='432' x2='359' y2='442'/>
+            <content>12,427</content>
+         </cell>
+         <cell id='169' start-row='23' start-col='5'>
+            <bounding-box x1='401' y1='432' x2='425' y2='442'/>
+            <content>2,716</content>
+         </cell>
+         <cell id='170' start-row='23' start-col='6'>
+            <bounding-box x1='488' y1='432' x2='504' y2='442'/>
+            <content>590</content>
+         </cell>
+         <cell id='171' start-row='23' start-col='7'>
+            <bounding-box x1='546' y1='432' x2='570' y2='442'/>
+            <content>1,306</content>
+         </cell>
+         <cell id='172' start-row='24' start-col='0'>
+            <bounding-box x1='35' y1='421' x2='56' y2='431'/>
+            <content>2015</content>
+         </cell>
+         <cell id='173' start-row='24' start-col='1'>
+            <bounding-box x1='127' y1='421' x2='155' y2='431'/>
+            <content>50,773</content>
+         </cell>
+         <cell id='174' start-row='24' start-col='2'>
+            <bounding-box x1='199' y1='421' x2='228' y2='431'/>
+            <content>25,417</content>
+         </cell>
+         <cell id='175' start-row='24' start-col='3'>
+            <bounding-box x1='270' y1='421' x2='293' y2='431'/>
+            <content>7,949</content>
+         </cell>
+         <cell id='176' start-row='24' start-col='4'>
+            <bounding-box x1='330' y1='421' x2='359' y2='431'/>
+            <content>12,688</content>
+         </cell>
+         <cell id='177' start-row='24' start-col='5'>
+            <bounding-box x1='401' y1='421' x2='425' y2='431'/>
+            <content>2,777</content>
+         </cell>
+         <cell id='178' start-row='24' start-col='6'>
+            <bounding-box x1='488' y1='421' x2='504' y2='431'/>
+            <content>600</content>
+         </cell>
+         <cell id='179' start-row='24' start-col='7'>
+            <bounding-box x1='546' y1='421' x2='570' y2='431'/>
+            <content>1,344</content>
+         </cell>
+         <cell id='180' start-row='25' start-col='0'>
+            <bounding-box x1='35' y1='411' x2='56' y2='421'/>
+            <content>2016</content>
+         </cell>
+         <cell id='181' start-row='25' start-col='1'>
+            <bounding-box x1='127' y1='411' x2='155' y2='421'/>
+            <content>51,146</content>
+         </cell>
+         <cell id='182' start-row='25' start-col='2'>
+            <bounding-box x1='199' y1='411' x2='228' y2='421'/>
+            <content>25,379</content>
+         </cell>
+         <cell id='183' start-row='25' start-col='3'>
+            <bounding-box x1='270' y1='411' x2='293' y2='421'/>
+            <content>7,991</content>
+         </cell>
+         <cell id='184' start-row='25' start-col='4'>
+            <bounding-box x1='330' y1='411' x2='359' y2='421'/>
+            <content>12,945</content>
+         </cell>
+         <cell id='185' start-row='25' start-col='5'>
+            <bounding-box x1='401' y1='411' x2='424' y2='421'/>
+            <content>2,842</content>
+         </cell>
+         <cell id='186' start-row='25' start-col='6'>
+            <bounding-box x1='488' y1='411' x2='504' y2='421'/>
+            <content>608</content>
+         </cell>
+         <cell id='187' start-row='25' start-col='7'>
+            <bounding-box x1='546' y1='411' x2='570' y2='421'/>
+            <content>1,380</content>
+         </cell>
+         <cell id='188' start-row='26' start-col='0'>
+            <bounding-box x1='35' y1='400' x2='56' y2='410'/>
+            <content>2017</content>
+         </cell>
+         <cell id='189' start-row='26' start-col='1'>
+            <bounding-box x1='127' y1='400' x2='155' y2='410'/>
+            <content>51,524</content>
+         </cell>
+         <cell id='190' start-row='26' start-col='2'>
+            <bounding-box x1='199' y1='400' x2='228' y2='410'/>
+            <content>25,350</content>
+         </cell>
+         <cell id='191' start-row='26' start-col='3'>
+            <bounding-box x1='270' y1='400' x2='293' y2='410'/>
+            <content>8,035</content>
+         </cell>
+         <cell id='192' start-row='26' start-col='4'>
+            <bounding-box x1='330' y1='400' x2='359' y2='410'/>
+            <content>13,200</content>
+         </cell>
+         <cell id='193' start-row='26' start-col='5'>
+            <bounding-box x1='401' y1='400' x2='424' y2='410'/>
+            <content>2,906</content>
+         </cell>
+         <cell id='194' start-row='26' start-col='6'>
+            <bounding-box x1='488' y1='400' x2='504' y2='410'/>
+            <content>618</content>
+         </cell>
+         <cell id='195' start-row='26' start-col='7'>
+            <bounding-box x1='546' y1='400' x2='570' y2='410'/>
+            <content>1,416</content>
+         </cell>
+         <cell id='196' start-row='27' start-col='0'>
+            <bounding-box x1='35' y1='389' x2='56' y2='399'/>
+            <content>2018</content>
+         </cell>
+         <cell id='197' start-row='27' start-col='1'>
+            <bounding-box x1='127' y1='389' x2='155' y2='399'/>
+            <content>51,880</content>
+         </cell>
+         <cell id='198' start-row='27' start-col='2'>
+            <bounding-box x1='199' y1='389' x2='228' y2='399'/>
+            <content>25,320</content>
+         </cell>
+         <cell id='199' start-row='27' start-col='3'>
+            <bounding-box x1='270' y1='389' x2='293' y2='399'/>
+            <content>8,077</content>
+         </cell>
+         <cell id='200' start-row='27' start-col='4'>
+            <bounding-box x1='330' y1='389' x2='359' y2='399'/>
+            <content>13,445</content>
+         </cell>
+         <cell id='201' start-row='27' start-col='5'>
+            <bounding-box x1='401' y1='389' x2='424' y2='399'/>
+            <content>2,959</content>
+         </cell>
+         <cell id='202' start-row='27' start-col='6'>
+            <bounding-box x1='488' y1='389' x2='504' y2='399'/>
+            <content>627</content>
+         </cell>
+         <cell id='203' start-row='27' start-col='7'>
+            <bounding-box x1='546' y1='389' x2='570' y2='399'/>
+            <content>1,452</content>
+         </cell>
+         <cell id='204' start-row='28' start-col='0'>
+            <bounding-box x1='35' y1='378' x2='56' y2='388'/>
+            <content>2019</content>
+         </cell>
+         <cell id='205' start-row='28' start-col='1'>
+            <bounding-box x1='127' y1='378' x2='155' y2='388'/>
+            <content>52,260</content>
+         </cell>
+         <cell id='206' start-row='28' start-col='2'>
+            <bounding-box x1='199' y1='378' x2='228' y2='388'/>
+            <content>25,311</content>
+         </cell>
+         <cell id='207' start-row='28' start-col='3'>
+            <bounding-box x1='270' y1='378' x2='293' y2='388'/>
+            <content>8,135</content>
+         </cell>
+         <cell id='208' start-row='28' start-col='4'>
+            <bounding-box x1='330' y1='378' x2='359' y2='388'/>
+            <content>13,676</content>
+         </cell>
+         <cell id='209' start-row='28' start-col='5'>
+            <bounding-box x1='401' y1='378' x2='424' y2='388'/>
+            <content>3,015</content>
+         </cell>
+         <cell id='210' start-row='28' start-col='6'>
+            <bounding-box x1='488' y1='378' x2='504' y2='388'/>
+            <content>638</content>
+         </cell>
+         <cell id='211' start-row='28' start-col='7'>
+            <bounding-box x1='546' y1='378' x2='570' y2='388'/>
+            <content>1,486</content>
+         </cell>
+         <cell id='212' start-row='29' start-col='0'>
+            <bounding-box x1='35' y1='367' x2='56' y2='377'/>
+            <content>2020</content>
+         </cell>
+         <cell id='213' start-row='29' start-col='1'>
+            <bounding-box x1='127' y1='367' x2='155' y2='377'/>
+            <content>52,688</content>
+         </cell>
+         <cell id='214' start-row='29' start-col='2'>
+            <bounding-box x1='199' y1='367' x2='228' y2='377'/>
+            <content>25,329</content>
+         </cell>
+         <cell id='215' start-row='29' start-col='3'>
+            <bounding-box x1='270' y1='367' x2='293' y2='377'/>
+            <content>8,200</content>
+         </cell>
+         <cell id='216' start-row='29' start-col='4'>
+            <bounding-box x1='330' y1='367' x2='359' y2='377'/>
+            <content>13,921</content>
+         </cell>
+         <cell id='217' start-row='29' start-col='5'>
+            <bounding-box x1='401' y1='367' x2='424' y2='377'/>
+            <content>3,070</content>
+         </cell>
+         <cell id='218' start-row='29' start-col='6'>
+            <bounding-box x1='488' y1='367' x2='504' y2='377'/>
+            <content>648</content>
+         </cell>
+         <cell id='219' start-row='29' start-col='7'>
+            <bounding-box x1='546' y1='367' x2='570' y2='377'/>
+            <content>1,521</content>
+         </cell>
+         <cell id='220' start-row='30' start-col='0'>
+            <bounding-box x1='35' y1='356' x2='56' y2='366'/>
+            <content>2021</content>
+         </cell>
+         <cell id='221' start-row='30' start-col='1'>
+            <bounding-box x1='127' y1='356' x2='155' y2='366'/>
+            <content>53,113</content>
+         </cell>
+         <cell id='222' start-row='30' start-col='2'>
+            <bounding-box x1='199' y1='356' x2='228' y2='366'/>
+            <content>25,338</content>
+         </cell>
+         <cell id='223' start-row='30' start-col='3'>
+            <bounding-box x1='270' y1='356' x2='293' y2='366'/>
+            <content>8,273</content>
+         </cell>
+         <cell id='224' start-row='30' start-col='4'>
+            <bounding-box x1='330' y1='356' x2='359' y2='366'/>
+            <content>14,170</content>
+         </cell>
+         <cell id='225' start-row='30' start-col='5'>
+            <bounding-box x1='401' y1='356' x2='424' y2='366'/>
+            <content>3,117</content>
+         </cell>
+         <cell id='226' start-row='30' start-col='6'>
+            <bounding-box x1='488' y1='356' x2='504' y2='366'/>
+            <content>658</content>
+         </cell>
+         <cell id='227' start-row='30' start-col='7'>
+            <bounding-box x1='546' y1='356' x2='570' y2='366'/>
+            <content>1,557</content>
+         </cell>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' col-increment='0' row-increment='-1' page='6'>
+         <cell id='2' start-row='1' start-col='2' end-col='7'>
+            <bounding-box x1='356' y1='709' x2='415' y2='719'/>
+            <content>Race/ethnicity</content>
+         </cell>
+         <cell id='3' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='42' y1='675' x2='60' y2='684'/>
+            <content>Year</content>
+            <instruction instr-id='125' subinstr-id='0'/>
+            <instruction instr-id='125' subinstr-id='2'/>
+         </cell>
+         <cell id='4' start-row='1' end-row='2' start-col='1'>
+            <bounding-box x1='142' y1='675' x2='162' y2='685'/>
+            <content>Total</content>
+         </cell>
+         <cell id='5' start-row='2' start-col='2'>
+            <bounding-box x1='211' y1='675' x2='235' y2='685'/>
+            <content>White</content>
+         </cell>
+         <cell id='6' start-row='2' start-col='3'>
+            <bounding-box x1='277' y1='675' x2='300' y2='685'/>
+            <content>Black</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='4'>
+            <bounding-box x1='330' y1='675' x2='366' y2='685'/>
+            <content>Hispanic</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='5'>
+            <bounding-box x1='395' y1='675' x2='430' y2='704'/>
+            <content>Asian/
+Pacific
+Islander</content>
+            <instruction instr-id='131' subinstr-id='-1'/>
+            <instruction instr-id='133' subinstr-id='-1'/>
+            <instruction instr-id='224' subinstr-id='0'/>
+            <instruction instr-id='224' subinstr-id='2'/>
+         </cell>
+         <cell id='9' start-row='2' start-col='6'>
+            <bounding-box x1='455' y1='675' x2='510' y2='704'/>
+            <content>American
+Indian/
+Alaska Native</content>
+            <instruction instr-id='135' subinstr-id='0'/>
+            <instruction instr-id='137' subinstr-id='-1'/>
+            <instruction instr-id='139' subinstr-id='-1'/>
+         </cell>
+         <cell id='10' start-row='2' start-col='7'>
+            <bounding-box x1='549' y1='675' x2='575' y2='704'/>
+            <content>Two or
+more
+races</content>
+            <instruction instr-id='141' subinstr-id='0'/>
+            <instruction instr-id='141' subinstr-id='2'/>
+            <instruction instr-id='143' subinstr-id='0'/>
+            <instruction instr-id='143' subinstr-id='2'/>
+            <instruction instr-id='231' subinstr-id='0'/>
+            <instruction instr-id='231' subinstr-id='2'/>
+         </cell>
+         <cell id='18' start-row='3' start-col='0'>
+            <bounding-box x1='42' y1='660' x2='70' y2='670'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='19' start-row='4' start-col='0'>
+            <bounding-box x1='42' y1='650' x2='63' y2='660'/>
+            <content>1996</content>
+         </cell>
+         <cell id='20' start-row='4' start-col='1'>
+            <bounding-box x1='133' y1='650' x2='162' y2='660'/>
+            <content>32,762</content>
+         </cell>
+         <cell id='21' start-row='4' start-col='2'>
+            <bounding-box x1='206' y1='650' x2='235' y2='660'/>
+            <content>20,687</content>
+         </cell>
+         <cell id='22' start-row='4' start-col='3'>
+            <bounding-box x1='277' y1='650' x2='300' y2='660'/>
+            <content>5,664</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='4'>
+            <bounding-box x1='342' y1='650' x2='366' y2='660'/>
+            <content>4,821</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='5'>
+            <bounding-box x1='408' y1='650' x2='431' y2='660'/>
+            <content>1,204</content>
+         </cell>
+         <cell id='25' start-row='4' start-col='6'>
+            <bounding-box x1='495' y1='650' x2='511' y2='660'/>
+            <content>386</content>
+         </cell>
+         <cell id='26' start-row='4' start-col='7'>
+            <bounding-box x1='566' y1='650' x2='576' y2='660'/>
+            <content>—</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='0'>
+            <bounding-box x1='42' y1='639' x2='63' y2='649'/>
+            <content>1997</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='1'>
+            <bounding-box x1='133' y1='639' x2='162' y2='649'/>
+            <content>33,071</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='2'>
+            <bounding-box x1='206' y1='639' x2='235' y2='649'/>
+            <content>20,625</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='3'>
+            <bounding-box x1='277' y1='639' x2='300' y2='649'/>
+            <content>5,782</content>
+         </cell>
+         <cell id='31' start-row='5' start-col='4'>
+            <bounding-box x1='342' y1='639' x2='366' y2='649'/>
+            <content>5,030</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='5'>
+            <bounding-box x1='408' y1='639' x2='431' y2='649'/>
+            <content>1,244</content>
+         </cell>
+         <cell id='33' start-row='5' start-col='6'>
+            <bounding-box x1='495' y1='639' x2='511' y2='649'/>
+            <content>390</content>
+         </cell>
+         <cell id='34' start-row='5' start-col='7'>
+            <bounding-box x1='566' y1='639' x2='576' y2='649'/>
+            <content>—</content>
+         </cell>
+         <cell id='35' start-row='6' start-col='0'>
+            <bounding-box x1='42' y1='628' x2='63' y2='638'/>
+            <content>1998</content>
+         </cell>
+         <cell id='36' start-row='6' start-col='1'>
+            <bounding-box x1='133' y1='628' x2='162' y2='638'/>
+            <content>33,344</content>
+         </cell>
+         <cell id='37' start-row='6' start-col='2'>
+            <bounding-box x1='206' y1='628' x2='235' y2='638'/>
+            <content>20,548</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='3'>
+            <bounding-box x1='277' y1='628' x2='300' y2='638'/>
+            <content>5,861</content>
+         </cell>
+         <cell id='39' start-row='6' start-col='4'>
+            <bounding-box x1='342' y1='628' x2='366' y2='638'/>
+            <content>5,274</content>
+         </cell>
+         <cell id='40' start-row='6' start-col='5'>
+            <bounding-box x1='408' y1='628' x2='431' y2='638'/>
+            <content>1,275</content>
+         </cell>
+         <cell id='41' start-row='6' start-col='6'>
+            <bounding-box x1='495' y1='628' x2='511' y2='638'/>
+            <content>386</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='7'>
+            <bounding-box x1='566' y1='628' x2='576' y2='638'/>
+            <content>—</content>
+         </cell>
+         <cell id='43' start-row='7' start-col='0'>
+            <bounding-box x1='42' y1='617' x2='63' y2='627'/>
+            <content>1999</content>
+         </cell>
+         <cell id='44' start-row='7' start-col='1'>
+            <bounding-box x1='133' y1='617' x2='162' y2='627'/>
+            <content>33,486</content>
+         </cell>
+         <cell id='45' start-row='7' start-col='2'>
+            <bounding-box x1='206' y1='617' x2='235' y2='627'/>
+            <content>20,313</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='3'>
+            <bounding-box x1='277' y1='617' x2='300' y2='627'/>
+            <content>5,948</content>
+         </cell>
+         <cell id='47' start-row='7' start-col='4'>
+            <bounding-box x1='342' y1='617' x2='366' y2='627'/>
+            <content>5,529</content>
+         </cell>
+         <cell id='48' start-row='7' start-col='5'>
+            <bounding-box x1='408' y1='617' x2='431' y2='627'/>
+            <content>1,305</content>
+         </cell>
+         <cell id='49' start-row='7' start-col='6'>
+            <bounding-box x1='495' y1='617' x2='511' y2='627'/>
+            <content>391</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='7'>
+            <bounding-box x1='566' y1='617' x2='576' y2='627'/>
+            <content>—</content>
+         </cell>
+         <cell id='51' start-row='8' start-col='0'>
+            <bounding-box x1='42' y1='606' x2='63' y2='616'/>
+            <content>2000</content>
+         </cell>
+         <cell id='52' start-row='8' start-col='1'>
+            <bounding-box x1='133' y1='606' x2='162' y2='616'/>
+            <content>33,686</content>
+         </cell>
+         <cell id='53' start-row='8' start-col='2'>
+            <bounding-box x1='206' y1='606' x2='235' y2='616'/>
+            <content>20,123</content>
+         </cell>
+         <cell id='54' start-row='8' start-col='3'>
+            <bounding-box x1='277' y1='606' x2='300' y2='616'/>
+            <content>5,980</content>
+         </cell>
+         <cell id='55' start-row='8' start-col='4'>
+            <bounding-box x1='342' y1='606' x2='366' y2='616'/>
+            <content>5,838</content>
+         </cell>
+         <cell id='56' start-row='8' start-col='5'>
+            <bounding-box x1='408' y1='606' x2='431' y2='616'/>
+            <content>1,348</content>
+         </cell>
+         <cell id='57' start-row='8' start-col='6'>
+            <bounding-box x1='495' y1='606' x2='511' y2='616'/>
+            <content>397</content>
+         </cell>
+         <cell id='58' start-row='8' start-col='7'>
+            <bounding-box x1='566' y1='606' x2='576' y2='616'/>
+            <content>—</content>
+         </cell>
+         <cell id='59' start-row='9' start-col='0'>
+            <bounding-box x1='42' y1='595' x2='63' y2='605'/>
+            <content>2001</content>
+         </cell>
+         <cell id='60' start-row='9' start-col='1'>
+            <bounding-box x1='133' y1='595' x2='162' y2='605'/>
+            <content>33,936</content>
+         </cell>
+         <cell id='61' start-row='9' start-col='2'>
+            <bounding-box x1='206' y1='595' x2='235' y2='605'/>
+            <content>19,954</content>
+         </cell>
+         <cell id='62' start-row='9' start-col='3'>
+            <bounding-box x1='277' y1='595' x2='300' y2='605'/>
+            <content>6,002</content>
+         </cell>
+         <cell id='63' start-row='9' start-col='4'>
+            <bounding-box x1='342' y1='595' x2='366' y2='605'/>
+            <content>6,167</content>
+         </cell>
+         <cell id='64' start-row='9' start-col='5'>
+            <bounding-box x1='408' y1='595' x2='431' y2='605'/>
+            <content>1,408</content>
+         </cell>
+         <cell id='65' start-row='9' start-col='6'>
+            <bounding-box x1='495' y1='595' x2='511' y2='605'/>
+            <content>405</content>
+         </cell>
+         <cell id='66' start-row='9' start-col='7'>
+            <bounding-box x1='566' y1='595' x2='576' y2='605'/>
+            <content>—</content>
+         </cell>
+         <cell id='67' start-row='10' start-col='0'>
+            <bounding-box x1='42' y1='584' x2='63' y2='594'/>
+            <content>2002</content>
+         </cell>
+         <cell id='68' start-row='10' start-col='1'>
+            <bounding-box x1='133' y1='584' x2='162' y2='594'/>
+            <content>34,114</content>
+         </cell>
+         <cell id='69' start-row='10' start-col='2'>
+            <bounding-box x1='206' y1='584' x2='234' y2='594'/>
+            <content>19,760</content>
+         </cell>
+         <cell id='70' start-row='10' start-col='3'>
+            <bounding-box x1='276' y1='584' x2='300' y2='594'/>
+            <content>6,040</content>
+         </cell>
+         <cell id='71' start-row='10' start-col='4'>
+            <bounding-box x1='342' y1='584' x2='366' y2='594'/>
+            <content>6,453</content>
+         </cell>
+         <cell id='72' start-row='10' start-col='5'>
+            <bounding-box x1='408' y1='584' x2='431' y2='594'/>
+            <content>1,446</content>
+         </cell>
+         <cell id='73' start-row='10' start-col='6'>
+            <bounding-box x1='495' y1='584' x2='511' y2='594'/>
+            <content>415</content>
+         </cell>
+         <cell id='74' start-row='10' start-col='7'>
+            <bounding-box x1='566' y1='584' x2='576' y2='594'/>
+            <content>—</content>
+         </cell>
+         <cell id='75' start-row='11' start-col='0'>
+            <bounding-box x1='42' y1='573' x2='63' y2='583'/>
+            <content>2003</content>
+         </cell>
+         <cell id='76' start-row='11' start-col='1'>
+            <bounding-box x1='133' y1='573' x2='162' y2='583'/>
+            <content>34,201</content>
+         </cell>
+         <cell id='77' start-row='11' start-col='2'>
+            <bounding-box x1='206' y1='573' x2='234' y2='583'/>
+            <content>19,554</content>
+         </cell>
+         <cell id='78' start-row='11' start-col='3'>
+            <bounding-box x1='276' y1='573' x2='300' y2='583'/>
+            <content>6,013</content>
+         </cell>
+         <cell id='79' start-row='11' start-col='4'>
+            <bounding-box x1='342' y1='573' x2='365' y2='583'/>
+            <content>6,736</content>
+         </cell>
+         <cell id='80' start-row='11' start-col='5'>
+            <bounding-box x1='407' y1='573' x2='431' y2='583'/>
+            <content>1,482</content>
+         </cell>
+         <cell id='81' start-row='11' start-col='6'>
+            <bounding-box x1='495' y1='573' x2='511' y2='583'/>
+            <content>415</content>
+         </cell>
+         <cell id='82' start-row='11' start-col='7'>
+            <bounding-box x1='566' y1='573' x2='576' y2='583'/>
+            <content>—</content>
+         </cell>
+         <cell id='83' start-row='12' start-col='0'>
+            <bounding-box x1='42' y1='562' x2='63' y2='572'/>
+            <content>2004</content>
+         </cell>
+         <cell id='84' start-row='12' start-col='1'>
+            <bounding-box x1='133' y1='562' x2='162' y2='572'/>
+            <content>34,178</content>
+         </cell>
+         <cell id='85' start-row='12' start-col='2'>
+            <bounding-box x1='206' y1='562' x2='234' y2='572'/>
+            <content>19,266</content>
+         </cell>
+         <cell id='86' start-row='12' start-col='3'>
+            <bounding-box x1='276' y1='562' x2='300' y2='572'/>
+            <content>5,992</content>
+         </cell>
+         <cell id='87' start-row='12' start-col='4'>
+            <bounding-box x1='342' y1='562' x2='365' y2='572'/>
+            <content>6,988</content>
+         </cell>
+         <cell id='88' start-row='12' start-col='5'>
+            <bounding-box x1='407' y1='562' x2='431' y2='572'/>
+            <content>1,519</content>
+         </cell>
+         <cell id='89' start-row='12' start-col='6'>
+            <bounding-box x1='495' y1='562' x2='511' y2='572'/>
+            <content>413</content>
+         </cell>
+         <cell id='90' start-row='12' start-col='7'>
+            <bounding-box x1='566' y1='562' x2='576' y2='572'/>
+            <content>—</content>
+         </cell>
+         <cell id='91' start-row='13' start-col='0'>
+            <bounding-box x1='42' y1='551' x2='63' y2='561'/>
+            <content>2005</content>
+         </cell>
+         <cell id='92' start-row='13' start-col='1'>
+            <bounding-box x1='133' y1='551' x2='162' y2='561'/>
+            <content>34,204</content>
+         </cell>
+         <cell id='93' start-row='13' start-col='2'>
+            <bounding-box x1='206' y1='551' x2='234' y2='561'/>
+            <content>19,047</content>
+         </cell>
+         <cell id='94' start-row='13' start-col='3'>
+            <bounding-box x1='276' y1='551' x2='300' y2='561'/>
+            <content>5,953</content>
+         </cell>
+         <cell id='95' start-row='13' start-col='4'>
+            <bounding-box x1='342' y1='551' x2='365' y2='561'/>
+            <content>7,223</content>
+         </cell>
+         <cell id='96' start-row='13' start-col='5'>
+            <bounding-box x1='407' y1='551' x2='431' y2='561'/>
+            <content>1,569</content>
+         </cell>
+         <cell id='97' start-row='13' start-col='6'>
+            <bounding-box x1='495' y1='551' x2='511' y2='561'/>
+            <content>412</content>
+         </cell>
+         <cell id='98' start-row='13' start-col='7'>
+            <bounding-box x1='566' y1='551' x2='576' y2='561'/>
+            <content>—</content>
+         </cell>
+         <cell id='99' start-row='14' start-col='0'>
+            <bounding-box x1='42' y1='540' x2='63' y2='550'/>
+            <content>2006</content>
+         </cell>
+         <cell id='100' start-row='14' start-col='1'>
+            <bounding-box x1='133' y1='540' x2='162' y2='550'/>
+            <content>34,235</content>
+         </cell>
+         <cell id='101' start-row='14' start-col='2'>
+            <bounding-box x1='206' y1='540' x2='234' y2='550'/>
+            <content>18,859</content>
+         </cell>
+         <cell id='102' start-row='14' start-col='3'>
+            <bounding-box x1='276' y1='540' x2='300' y2='550'/>
+            <content>5,880</content>
+         </cell>
+         <cell id='103' start-row='14' start-col='4'>
+            <bounding-box x1='342' y1='540' x2='365' y2='550'/>
+            <content>7,470</content>
+         </cell>
+         <cell id='104' start-row='14' start-col='5'>
+            <bounding-box x1='407' y1='540' x2='431' y2='550'/>
+            <content>1,611</content>
+         </cell>
+         <cell id='105' start-row='14' start-col='6'>
+            <bounding-box x1='495' y1='540' x2='511' y2='550'/>
+            <content>414</content>
+         </cell>
+         <cell id='106' start-row='14' start-col='7'>
+            <bounding-box x1='566' y1='540' x2='576' y2='550'/>
+            <content>—</content>
+         </cell>
+         <cell id='107' start-row='15' start-col='0'>
+            <bounding-box x1='42' y1='529' x2='63' y2='539'/>
+            <content>2007</content>
+         </cell>
+         <cell id='108' start-row='15' start-col='1'>
+            <bounding-box x1='133' y1='529' x2='162' y2='539'/>
+            <content>34,205</content>
+         </cell>
+         <cell id='109' start-row='15' start-col='2'>
+            <bounding-box x1='206' y1='529' x2='234' y2='539'/>
+            <content>18,678</content>
+         </cell>
+         <cell id='110' start-row='15' start-col='3'>
+            <bounding-box x1='276' y1='529' x2='300' y2='539'/>
+            <content>5,821</content>
+         </cell>
+         <cell id='111' start-row='15' start-col='4'>
+            <bounding-box x1='342' y1='529' x2='365' y2='539'/>
+            <content>7,636</content>
+         </cell>
+         <cell id='112' start-row='15' start-col='5'>
+            <bounding-box x1='407' y1='529' x2='431' y2='539'/>
+            <content>1,660</content>
+         </cell>
+         <cell id='113' start-row='15' start-col='6'>
+            <bounding-box x1='495' y1='529' x2='511' y2='539'/>
+            <content>412</content>
+         </cell>
+         <cell id='114' start-row='15' start-col='7'>
+            <bounding-box x1='566' y1='529' x2='576' y2='539'/>
+            <content>—</content>
+         </cell>
+         <cell id='115' start-row='16' start-col='0'>
+            <bounding-box x1='42' y1='518' x2='63' y2='528'/>
+            <content>2008</content>
+         </cell>
+         <cell id='116' start-row='16' start-col='1'>
+            <bounding-box x1='133' y1='518' x2='162' y2='528'/>
+            <content>34,286</content>
+         </cell>
+         <cell id='117' start-row='16' start-col='2'>
+            <bounding-box x1='206' y1='518' x2='235' y2='528'/>
+            <content>18,500</content>
+         </cell>
+         <cell id='118' start-row='16' start-col='3'>
+            <bounding-box x1='277' y1='518' x2='300' y2='528'/>
+            <content>5,793</content>
+         </cell>
+         <cell id='119' start-row='16' start-col='4'>
+            <bounding-box x1='342' y1='518' x2='366' y2='528'/>
+            <content>7,695</content>
+         </cell>
+         <cell id='120' start-row='16' start-col='5'>
+            <bounding-box x1='408' y1='518' x2='431' y2='528'/>
+            <content>1,703</content>
+         </cell>
+         <cell id='121' start-row='16' start-col='6'>
+            <bounding-box x1='495' y1='518' x2='511' y2='528'/>
+            <content>410</content>
+         </cell>
+         <cell id='122' start-row='16' start-col='7'>
+            <bounding-box x1='560' y1='518' x2='576' y2='528'/>
+            <content>185</content>
+         </cell>
+         <cell id='123' start-row='17' start-col='0'>
+            <bounding-box x1='42' y1='507' x2='63' y2='517'/>
+            <content>2009</content>
+         </cell>
+         <cell id='124' start-row='17' start-col='1'>
+            <bounding-box x1='133' y1='507' x2='162' y2='517'/>
+            <content>34,418</content>
+         </cell>
+         <cell id='125' start-row='17' start-col='2'>
+            <bounding-box x1='206' y1='507' x2='235' y2='517'/>
+            <content>18,352</content>
+         </cell>
+         <cell id='126' start-row='17' start-col='3'>
+            <bounding-box x1='277' y1='507' x2='300' y2='517'/>
+            <content>5,742</content>
+         </cell>
+         <cell id='127' start-row='17' start-col='4'>
+            <bounding-box x1='342' y1='507' x2='366' y2='517'/>
+            <content>7,924</content>
+         </cell>
+         <cell id='128' start-row='17' start-col='5'>
+            <bounding-box x1='408' y1='507' x2='431' y2='517'/>
+            <content>1,736</content>
+         </cell>
+         <cell id='129' start-row='17' start-col='6'>
+            <bounding-box x1='495' y1='507' x2='511' y2='517'/>
+            <content>414</content>
+         </cell>
+         <cell id='130' start-row='17' start-col='7'>
+            <bounding-box x1='560' y1='507' x2='576' y2='517'/>
+            <content>251</content>
+         </cell>
+         <cell id='131' start-row='18' start-col='0'>
+            <bounding-box x1='42' y1='496' x2='63' y2='506'/>
+            <content>2010</content>
+         </cell>
+         <cell id='132' start-row='18' start-col='1'>
+            <bounding-box x1='133' y1='496' x2='162' y2='506'/>
+            <content>34,625</content>
+         </cell>
+         <cell id='133' start-row='18' start-col='2'>
+            <bounding-box x1='206' y1='496' x2='235' y2='506'/>
+            <content>17,823</content>
+         </cell>
+         <cell id='134' start-row='18' start-col='3'>
+            <bounding-box x1='277' y1='496' x2='300' y2='506'/>
+            <content>5,494</content>
+         </cell>
+         <cell id='135' start-row='18' start-col='4'>
+            <bounding-box x1='342' y1='496' x2='366' y2='506'/>
+            <content>8,319</content>
+         </cell>
+         <cell id='136' start-row='18' start-col='5'>
+            <bounding-box x1='408' y1='496' x2='431' y2='506'/>
+            <content>1,710</content>
+         </cell>
+         <cell id='137' start-row='18' start-col='6'>
+            <bounding-box x1='495' y1='496' x2='511' y2='506'/>
+            <content>394</content>
+         </cell>
+         <cell id='138' start-row='18' start-col='7'>
+            <bounding-box x1='560' y1='496' x2='576' y2='506'/>
+            <content>884</content>
+         </cell>
+         <cell id='139' start-row='19' start-col='0'>
+            <bounding-box x1='42' y1='476' x2='84' y2='486'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='140' start-row='20' start-col='0'>
+            <bounding-box x1='42' y1='465' x2='63' y2='475'/>
+            <content>2011</content>
+         </cell>
+         <cell id='141' start-row='20' start-col='1'>
+            <bounding-box x1='133' y1='465' x2='162' y2='475'/>
+            <content>34,849</content>
+         </cell>
+         <cell id='142' start-row='20' start-col='2'>
+            <bounding-box x1='206' y1='465' x2='235' y2='475'/>
+            <content>17,773</content>
+         </cell>
+         <cell id='143' start-row='20' start-col='3'>
+            <bounding-box x1='277' y1='465' x2='300' y2='475'/>
+            <content>5,530</content>
+         </cell>
+         <cell id='144' start-row='20' start-col='4'>
+            <bounding-box x1='342' y1='465' x2='366' y2='475'/>
+            <content>8,461</content>
+         </cell>
+         <cell id='145' start-row='20' start-col='5'>
+            <bounding-box x1='408' y1='465' x2='431' y2='475'/>
+            <content>1,768</content>
+         </cell>
+         <cell id='146' start-row='20' start-col='6'>
+            <bounding-box x1='495' y1='465' x2='511' y2='475'/>
+            <content>405</content>
+         </cell>
+         <cell id='147' start-row='20' start-col='7'>
+            <bounding-box x1='560' y1='465' x2='576' y2='475'/>
+            <content>911</content>
+         </cell>
+         <cell id='148' start-row='21' start-col='0'>
+            <bounding-box x1='42' y1='454' x2='63' y2='464'/>
+            <content>2012</content>
+         </cell>
+         <cell id='149' start-row='21' start-col='1'>
+            <bounding-box x1='133' y1='454' x2='162' y2='464'/>
+            <content>35,076</content>
+         </cell>
+         <cell id='150' start-row='21' start-col='2'>
+            <bounding-box x1='206' y1='454' x2='235' y2='464'/>
+            <content>17,726</content>
+         </cell>
+         <cell id='151' start-row='21' start-col='3'>
+            <bounding-box x1='277' y1='454' x2='300' y2='464'/>
+            <content>5,548</content>
+         </cell>
+         <cell id='152' start-row='21' start-col='4'>
+            <bounding-box x1='342' y1='454' x2='366' y2='464'/>
+            <content>8,633</content>
+         </cell>
+         <cell id='153' start-row='21' start-col='5'>
+            <bounding-box x1='408' y1='454' x2='431' y2='464'/>
+            <content>1,820</content>
+         </cell>
+         <cell id='154' start-row='21' start-col='6'>
+            <bounding-box x1='495' y1='454' x2='511' y2='464'/>
+            <content>411</content>
+         </cell>
+         <cell id='155' start-row='21' start-col='7'>
+            <bounding-box x1='560' y1='454' x2='576' y2='464'/>
+            <content>938</content>
+         </cell>
+         <cell id='156' start-row='22' start-col='0'>
+            <bounding-box x1='42' y1='443' x2='63' y2='453'/>
+            <content>2013</content>
+         </cell>
+         <cell id='157' start-row='22' start-col='1'>
+            <bounding-box x1='133' y1='443' x2='162' y2='453'/>
+            <content>35,301</content>
+         </cell>
+         <cell id='158' start-row='22' start-col='2'>
+            <bounding-box x1='206' y1='443' x2='235' y2='453'/>
+            <content>17,681</content>
+         </cell>
+         <cell id='159' start-row='22' start-col='3'>
+            <bounding-box x1='277' y1='443' x2='300' y2='453'/>
+            <content>5,571</content>
+         </cell>
+         <cell id='160' start-row='22' start-col='4'>
+            <bounding-box x1='342' y1='443' x2='366' y2='453'/>
+            <content>8,800</content>
+         </cell>
+         <cell id='161' start-row='22' start-col='5'>
+            <bounding-box x1='408' y1='443' x2='431' y2='453'/>
+            <content>1,871</content>
+         </cell>
+         <cell id='162' start-row='22' start-col='6'>
+            <bounding-box x1='495' y1='443' x2='511' y2='453'/>
+            <content>417</content>
+         </cell>
+         <cell id='163' start-row='22' start-col='7'>
+            <bounding-box x1='560' y1='443' x2='576' y2='453'/>
+            <content>963</content>
+         </cell>
+         <cell id='164' start-row='23' start-col='0'>
+            <bounding-box x1='42' y1='432' x2='63' y2='442'/>
+            <content>2014</content>
+         </cell>
+         <cell id='165' start-row='23' start-col='1'>
+            <bounding-box x1='133' y1='432' x2='162' y2='442'/>
+            <content>35,502</content>
+         </cell>
+         <cell id='166' start-row='23' start-col='2'>
+            <bounding-box x1='206' y1='432' x2='235' y2='442'/>
+            <content>17,634</content>
+         </cell>
+         <cell id='167' start-row='23' start-col='3'>
+            <bounding-box x1='277' y1='432' x2='300' y2='442'/>
+            <content>5,591</content>
+         </cell>
+         <cell id='168' start-row='23' start-col='4'>
+            <bounding-box x1='342' y1='432' x2='366' y2='442'/>
+            <content>8,954</content>
+         </cell>
+         <cell id='169' start-row='23' start-col='5'>
+            <bounding-box x1='408' y1='432' x2='431' y2='442'/>
+            <content>1,911</content>
+         </cell>
+         <cell id='170' start-row='23' start-col='6'>
+            <bounding-box x1='495' y1='432' x2='511' y2='442'/>
+            <content>424</content>
+         </cell>
+         <cell id='171' start-row='23' start-col='7'>
+            <bounding-box x1='560' y1='432' x2='576' y2='442'/>
+            <content>988</content>
+         </cell>
+         <cell id='172' start-row='24' start-col='0'>
+            <bounding-box x1='42' y1='421' x2='63' y2='431'/>
+            <content>2015</content>
+         </cell>
+         <cell id='173' start-row='24' start-col='1'>
+            <bounding-box x1='133' y1='421' x2='162' y2='431'/>
+            <content>35,735</content>
+         </cell>
+         <cell id='174' start-row='24' start-col='2'>
+            <bounding-box x1='206' y1='421' x2='234' y2='431'/>
+            <content>17,613</content>
+         </cell>
+         <cell id='175' start-row='24' start-col='3'>
+            <bounding-box x1='276' y1='421' x2='300' y2='431'/>
+            <content>5,625</content>
+         </cell>
+         <cell id='176' start-row='24' start-col='4'>
+            <bounding-box x1='342' y1='421' x2='366' y2='431'/>
+            <content>9,099</content>
+         </cell>
+         <cell id='177' start-row='24' start-col='5'>
+            <bounding-box x1='408' y1='421' x2='431' y2='431'/>
+            <content>1,955</content>
+         </cell>
+         <cell id='178' start-row='24' start-col='6'>
+            <bounding-box x1='495' y1='421' x2='511' y2='431'/>
+            <content>431</content>
+         </cell>
+         <cell id='179' start-row='24' start-col='7'>
+            <bounding-box x1='553' y1='421' x2='576' y2='431'/>
+            <content>1,012</content>
+         </cell>
+         <cell id='180' start-row='25' start-col='0'>
+            <bounding-box x1='42' y1='411' x2='63' y2='421'/>
+            <content>2016</content>
+         </cell>
+         <cell id='181' start-row='25' start-col='1'>
+            <bounding-box x1='133' y1='411' x2='162' y2='421'/>
+            <content>36,029</content>
+         </cell>
+         <cell id='182' start-row='25' start-col='2'>
+            <bounding-box x1='206' y1='411' x2='234' y2='421'/>
+            <content>17,626</content>
+         </cell>
+         <cell id='183' start-row='25' start-col='3'>
+            <bounding-box x1='276' y1='411' x2='300' y2='421'/>
+            <content>5,677</content>
+         </cell>
+         <cell id='184' start-row='25' start-col='4'>
+            <bounding-box x1='342' y1='411' x2='365' y2='421'/>
+            <content>9,254</content>
+         </cell>
+         <cell id='185' start-row='25' start-col='5'>
+            <bounding-box x1='407' y1='411' x2='431' y2='421'/>
+            <content>1,997</content>
+         </cell>
+         <cell id='186' start-row='25' start-col='6'>
+            <bounding-box x1='495' y1='411' x2='511' y2='421'/>
+            <content>440</content>
+         </cell>
+         <cell id='187' start-row='25' start-col='7'>
+            <bounding-box x1='553' y1='411' x2='576' y2='421'/>
+            <content>1,037</content>
+         </cell>
+         <cell id='188' start-row='26' start-col='0'>
+            <bounding-box x1='42' y1='400' x2='63' y2='410'/>
+            <content>2017</content>
+         </cell>
+         <cell id='189' start-row='26' start-col='1'>
+            <bounding-box x1='133' y1='400' x2='162' y2='410'/>
+            <content>36,329</content>
+         </cell>
+         <cell id='190' start-row='26' start-col='2'>
+            <bounding-box x1='206' y1='400' x2='234' y2='410'/>
+            <content>17,637</content>
+         </cell>
+         <cell id='191' start-row='26' start-col='3'>
+            <bounding-box x1='276' y1='400' x2='300' y2='410'/>
+            <content>5,744</content>
+         </cell>
+         <cell id='192' start-row='26' start-col='4'>
+            <bounding-box x1='342' y1='400' x2='365' y2='410'/>
+            <content>9,405</content>
+         </cell>
+         <cell id='193' start-row='26' start-col='5'>
+            <bounding-box x1='407' y1='400' x2='431' y2='410'/>
+            <content>2,032</content>
+         </cell>
+         <cell id='194' start-row='26' start-col='6'>
+            <bounding-box x1='495' y1='400' x2='511' y2='410'/>
+            <content>448</content>
+         </cell>
+         <cell id='195' start-row='26' start-col='7'>
+            <bounding-box x1='553' y1='400' x2='576' y2='410'/>
+            <content>1,062</content>
+         </cell>
+         <cell id='196' start-row='27' start-col='0'>
+            <bounding-box x1='42' y1='389' x2='63' y2='399'/>
+            <content>2018</content>
+         </cell>
+         <cell id='197' start-row='27' start-col='1'>
+            <bounding-box x1='133' y1='389' x2='162' y2='399'/>
+            <content>36,639</content>
+         </cell>
+         <cell id='198' start-row='27' start-col='2'>
+            <bounding-box x1='206' y1='389' x2='234' y2='399'/>
+            <content>17,657</content>
+         </cell>
+         <cell id='199' start-row='27' start-col='3'>
+            <bounding-box x1='276' y1='389' x2='300' y2='399'/>
+            <content>5,817</content>
+         </cell>
+         <cell id='200' start-row='27' start-col='4'>
+            <bounding-box x1='342' y1='389' x2='365' y2='399'/>
+            <content>9,556</content>
+         </cell>
+         <cell id='201' start-row='27' start-col='5'>
+            <bounding-box x1='407' y1='389' x2='431' y2='399'/>
+            <content>2,064</content>
+         </cell>
+         <cell id='202' start-row='27' start-col='6'>
+            <bounding-box x1='495' y1='389' x2='511' y2='399'/>
+            <content>457</content>
+         </cell>
+         <cell id='203' start-row='27' start-col='7'>
+            <bounding-box x1='553' y1='389' x2='576' y2='399'/>
+            <content>1,088</content>
+         </cell>
+         <cell id='204' start-row='28' start-col='0'>
+            <bounding-box x1='42' y1='378' x2='63' y2='388'/>
+            <content>2019</content>
+         </cell>
+         <cell id='205' start-row='28' start-col='1'>
+            <bounding-box x1='133' y1='378' x2='162' y2='388'/>
+            <content>36,956</content>
+         </cell>
+         <cell id='206' start-row='28' start-col='2'>
+            <bounding-box x1='206' y1='378' x2='234' y2='388'/>
+            <content>17,671</content>
+         </cell>
+         <cell id='207' start-row='28' start-col='3'>
+            <bounding-box x1='276' y1='378' x2='300' y2='388'/>
+            <content>5,869</content>
+         </cell>
+         <cell id='208' start-row='28' start-col='4'>
+            <bounding-box x1='342' y1='378' x2='365' y2='388'/>
+            <content>9,751</content>
+         </cell>
+         <cell id='209' start-row='28' start-col='5'>
+            <bounding-box x1='407' y1='378' x2='431' y2='388'/>
+            <content>2,088</content>
+         </cell>
+         <cell id='210' start-row='28' start-col='6'>
+            <bounding-box x1='495' y1='378' x2='511' y2='388'/>
+            <content>464</content>
+         </cell>
+         <cell id='211' start-row='28' start-col='7'>
+            <bounding-box x1='553' y1='378' x2='576' y2='388'/>
+            <content>1,114</content>
+         </cell>
+         <cell id='212' start-row='29' start-col='0'>
+            <bounding-box x1='42' y1='367' x2='63' y2='377'/>
+            <content>2020</content>
+         </cell>
+         <cell id='213' start-row='29' start-col='1'>
+            <bounding-box x1='133' y1='367' x2='162' y2='377'/>
+            <content>37,278</content>
+         </cell>
+         <cell id='214' start-row='29' start-col='2'>
+            <bounding-box x1='206' y1='367' x2='234' y2='377'/>
+            <content>17,688</content>
+         </cell>
+         <cell id='215' start-row='29' start-col='3'>
+            <bounding-box x1='276' y1='367' x2='300' y2='377'/>
+            <content>5,917</content>
+         </cell>
+         <cell id='216' start-row='29' start-col='4'>
+            <bounding-box x1='342' y1='367' x2='365' y2='377'/>
+            <content>9,952</content>
+         </cell>
+         <cell id='217' start-row='29' start-col='5'>
+            <bounding-box x1='407' y1='367' x2='431' y2='377'/>
+            <content>2,111</content>
+         </cell>
+         <cell id='218' start-row='29' start-col='6'>
+            <bounding-box x1='495' y1='367' x2='511' y2='377'/>
+            <content>470</content>
+         </cell>
+         <cell id='219' start-row='29' start-col='7'>
+            <bounding-box x1='553' y1='367' x2='576' y2='377'/>
+            <content>1,140</content>
+         </cell>
+         <cell id='220' start-row='30' start-col='0'>
+            <bounding-box x1='42' y1='356' x2='63' y2='366'/>
+            <content>2021</content>
+         </cell>
+         <cell id='221' start-row='30' start-col='1'>
+            <bounding-box x1='133' y1='356' x2='162' y2='366'/>
+            <content>37,598</content>
+         </cell>
+         <cell id='222' start-row='30' start-col='2'>
+            <bounding-box x1='206' y1='356' x2='234' y2='366'/>
+            <content>17,706</content>
+         </cell>
+         <cell id='223' start-row='30' start-col='3'>
+            <bounding-box x1='276' y1='356' x2='300' y2='366'/>
+            <content>5,958</content>
+         </cell>
+         <cell id='224' start-row='30' start-col='4'>
+            <bounding-box x1='337' y1='356' x2='365' y2='366'/>
+            <content>10,158</content>
+         </cell>
+         <cell id='225' start-row='30' start-col='5'>
+            <bounding-box x1='407' y1='356' x2='431' y2='366'/>
+            <content>2,134</content>
+         </cell>
+         <cell id='226' start-row='30' start-col='6'>
+            <bounding-box x1='495' y1='356' x2='511' y2='366'/>
+            <content>475</content>
+         </cell>
+         <cell id='227' start-row='30' start-col='7'>
+            <bounding-box x1='553' y1='356' x2='576' y2='366'/>
+            <content>1,167</content>
+         </cell>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' col-increment='0' row-increment='-1' page='7'>
+ 	<cell id='2' start-row='1' start-col='2' end-col='7'>
+            <bounding-box x1='350' y1='709' x2='407' y2='718'/>
+            <content>Race/ethnicity</content>
+            <instruction instr-id='129' subinstr-id='-1'/>
+         </cell>
+         <cell id='3' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='36' y1='675' x2='53' y2='684'/>
+            <content>Year</content>
+            <instruction instr-id='127' subinstr-id='0'/>
+            <instruction instr-id='127' subinstr-id='2'/>
+         </cell>
+         <cell id='4' start-row='1' end-row='2' start-col='1'>
+            <bounding-box x1='135' y1='675' x2='155' y2='685'/>
+            <content>Total</content>
+         </cell>
+         <cell id='5' start-row='2' start-col='2'>
+            <bounding-box x1='204' y1='675' x2='228' y2='685'/>
+            <content>White</content>
+         </cell>
+         <cell id='6' start-row='2' start-col='3'>
+            <bounding-box x1='270' y1='675' x2='294' y2='685'/>
+            <content>Black</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='4'>
+            <bounding-box x1='323' y1='675' x2='359' y2='685'/>
+            <content>Hispanic</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='5'>
+            <bounding-box x1='389' y1='675' x2='424' y2='704'/>
+            <content>Asian/
+Pacific
+Islander</content>
+            <instruction instr-id='133' subinstr-id='-1'/>
+            <instruction instr-id='135' subinstr-id='-1'/>
+            <instruction instr-id='226' subinstr-id='0'/>
+            <instruction instr-id='226' subinstr-id='2'/>
+         </cell>
+         <cell id='9' start-row='2' start-col='6'>
+            <bounding-box x1='449' y1='675' x2='503' y2='704'/>
+            <content>American
+Indian/
+Alaska Native</content>
+            <instruction instr-id='137' subinstr-id='0'/>
+            <instruction instr-id='139' subinstr-id='-1'/>
+            <instruction instr-id='141' subinstr-id='-1'/>
+         </cell>
+         <cell id='10' start-row='2' start-col='7'>
+            <bounding-box x1='542' y1='675' x2='569' y2='704'/>
+            <content>Two or
+more
+races</content>
+            <instruction instr-id='143' subinstr-id='0'/>
+            <instruction instr-id='143' subinstr-id='2'/>
+            <instruction instr-id='145' subinstr-id='0'/>
+            <instruction instr-id='145' subinstr-id='2'/>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+         </cell>
+         <cell id='18' start-row='3' start-col='0'>
+            <bounding-box x1='35' y1='660' x2='64' y2='670'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='19' start-row='4' start-col='0'>
+            <bounding-box x1='35' y1='650' x2='56' y2='660'/>
+            <content>1996</content>
+         </cell>
+         <cell id='20' start-row='4' start-col='1'>
+            <bounding-box x1='127' y1='650' x2='155' y2='660'/>
+            <content>12,849</content>
+         </cell>
+         <cell id='21' start-row='4' start-col='2'>
+            <bounding-box x1='205' y1='650' x2='228' y2='660'/>
+            <content>8,530</content>
+         </cell>
+         <cell id='22' start-row='4' start-col='3'>
+            <bounding-box x1='270' y1='650' x2='294' y2='660'/>
+            <content>2,043</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='4'>
+            <bounding-box x1='336' y1='650' x2='359' y2='660'/>
+            <content>1,608</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='5'>
+            <bounding-box x1='409' y1='650' x2='425' y2='660'/>
+            <content>526</content>
+         </cell>
+         <cell id='25' start-row='4' start-col='6'>
+            <bounding-box x1='488' y1='650' x2='504' y2='660'/>
+            <content>141</content>
+         </cell>
+         <cell id='26' start-row='4' start-col='7'>
+            <bounding-box x1='560' y1='650' x2='570' y2='660'/>
+            <content>—</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='0'>
+            <bounding-box x1='35' y1='639' x2='56' y2='649'/>
+            <content>1997</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='1'>
+            <bounding-box x1='127' y1='639' x2='155' y2='649'/>
+            <content>13,056</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='2'>
+            <bounding-box x1='205' y1='639' x2='228' y2='649'/>
+            <content>8,616</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='3'>
+            <bounding-box x1='270' y1='639' x2='294' y2='649'/>
+            <content>2,068</content>
+         </cell>
+         <cell id='31' start-row='5' start-col='4'>
+            <bounding-box x1='336' y1='639' x2='359' y2='649'/>
+            <content>1,675</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='5'>
+            <bounding-box x1='409' y1='639' x2='425' y2='649'/>
+            <content>552</content>
+         </cell>
+         <cell id='33' start-row='5' start-col='6'>
+            <bounding-box x1='488' y1='639' x2='504' y2='649'/>
+            <content>145</content>
+         </cell>
+         <cell id='34' start-row='5' start-col='7'>
+            <bounding-box x1='560' y1='639' x2='570' y2='649'/>
+            <content>—</content>
+         </cell>
+         <cell id='35' start-row='6' start-col='0'>
+            <bounding-box x1='35' y1='628' x2='56' y2='638'/>
+            <content>1998</content>
+         </cell>
+         <cell id='36' start-row='6' start-col='1'>
+            <bounding-box x1='127' y1='628' x2='155' y2='638'/>
+            <content>13,195</content>
+         </cell>
+         <cell id='37' start-row='6' start-col='2'>
+            <bounding-box x1='205' y1='628' x2='228' y2='638'/>
+            <content>8,670</content>
+         </cell>
+         <cell id='38' start-row='6' start-col='3'>
+            <bounding-box x1='270' y1='628' x2='294' y2='638'/>
+            <content>2,073</content>
+         </cell>
+         <cell id='39' start-row='6' start-col='4'>
+            <bounding-box x1='336' y1='628' x2='359' y2='638'/>
+            <content>1,732</content>
+         </cell>
+         <cell id='40' start-row='6' start-col='5'>
+            <bounding-box x1='409' y1='628' x2='425' y2='638'/>
+            <content>572</content>
+         </cell>
+         <cell id='41' start-row='6' start-col='6'>
+            <bounding-box x1='488' y1='628' x2='504' y2='638'/>
+            <content>148</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='7'>
+            <bounding-box x1='560' y1='628' x2='570' y2='638'/>
+            <content>—</content>
+         </cell>
+         <cell id='43' start-row='7' start-col='0'>
+            <bounding-box x1='35' y1='617' x2='56' y2='627'/>
+            <content>1999</content>
+         </cell>
+         <cell id='44' start-row='7' start-col='1'>
+            <bounding-box x1='127' y1='617' x2='155' y2='627'/>
+            <content>13,371</content>
+         </cell>
+         <cell id='45' start-row='7' start-col='2'>
+            <bounding-box x1='205' y1='617' x2='228' y2='627'/>
+            <content>8,719</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='3'>
+            <bounding-box x1='270' y1='617' x2='294' y2='627'/>
+            <content>2,106</content>
+         </cell>
+         <cell id='47' start-row='7' start-col='4'>
+            <bounding-box x1='336' y1='617' x2='359' y2='627'/>
+            <content>1,808</content>
+         </cell>
+         <cell id='48' start-row='7' start-col='5'>
+            <bounding-box x1='409' y1='617' x2='425' y2='627'/>
+            <content>587</content>
+         </cell>
+         <cell id='49' start-row='7' start-col='6'>
+            <bounding-box x1='488' y1='617' x2='504' y2='627'/>
+            <content>151</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='7'>
+            <bounding-box x1='560' y1='617' x2='570' y2='627'/>
+            <content>—</content>
+         </cell>
+         <cell id='51' start-row='8' start-col='0'>
+            <bounding-box x1='35' y1='606' x2='56' y2='616'/>
+            <content>2000</content>
+         </cell>
+         <cell id='52' start-row='8' start-col='1'>
+            <bounding-box x1='127' y1='606' x2='155' y2='616'/>
+            <content>13,517</content>
+         </cell>
+         <cell id='53' start-row='8' start-col='2'>
+            <bounding-box x1='204' y1='606' x2='228' y2='616'/>
+            <content>8,750</content>
+         </cell>
+         <cell id='54' start-row='8' start-col='3'>
+            <bounding-box x1='270' y1='606' x2='294' y2='616'/>
+            <content>2,119</content>
+         </cell>
+         <cell id='55' start-row='8' start-col='4'>
+            <bounding-box x1='336' y1='606' x2='359' y2='616'/>
+            <content>1,894</content>
+         </cell>
+         <cell id='56' start-row='8' start-col='5'>
+            <bounding-box x1='409' y1='606' x2='425' y2='616'/>
+            <content>601</content>
+         </cell>
+         <cell id='57' start-row='8' start-col='6'>
+            <bounding-box x1='488' y1='606' x2='504' y2='616'/>
+            <content>153</content>
+         </cell>
+         <cell id='58' start-row='8' start-col='7'>
+            <bounding-box x1='560' y1='606' x2='570' y2='616'/>
+            <content>—</content>
+         </cell>
+         <cell id='59' start-row='9' start-col='0'>
+            <bounding-box x1='35' y1='595' x2='56' y2='605'/>
+            <content>2001</content>
+         </cell>
+         <cell id='60' start-row='9' start-col='1'>
+            <bounding-box x1='127' y1='595' x2='155' y2='605'/>
+            <content>13,736</content>
+         </cell>
+         <cell id='61' start-row='9' start-col='2'>
+            <bounding-box x1='204' y1='595' x2='228' y2='605'/>
+            <content>8,777</content>
+         </cell>
+         <cell id='62' start-row='9' start-col='3'>
+            <bounding-box x1='270' y1='595' x2='294' y2='605'/>
+            <content>2,173</content>
+         </cell>
+         <cell id='63' start-row='9' start-col='4'>
+            <bounding-box x1='335' y1='595' x2='359' y2='605'/>
+            <content>2,008</content>
+         </cell>
+         <cell id='64' start-row='9' start-col='5'>
+            <bounding-box x1='409' y1='595' x2='425' y2='605'/>
+            <content>619</content>
+         </cell>
+         <cell id='65' start-row='9' start-col='6'>
+            <bounding-box x1='488' y1='595' x2='504' y2='605'/>
+            <content>158</content>
+         </cell>
+         <cell id='66' start-row='9' start-col='7'>
+            <bounding-box x1='560' y1='595' x2='570' y2='605'/>
+            <content>—</content>
+         </cell>
+         <cell id='67' start-row='10' start-col='0'>
+            <bounding-box x1='35' y1='584' x2='56' y2='594'/>
+            <content>2002</content>
+         </cell>
+         <cell id='68' start-row='10' start-col='1'>
+            <bounding-box x1='127' y1='584' x2='155' y2='594'/>
+            <content>14,069</content>
+         </cell>
+         <cell id='69' start-row='10' start-col='2'>
+            <bounding-box x1='204' y1='584' x2='228' y2='594'/>
+            <content>8,854</content>
+         </cell>
+         <cell id='70' start-row='10' start-col='3'>
+            <bounding-box x1='270' y1='584' x2='293' y2='594'/>
+            <content>2,257</content>
+         </cell>
+         <cell id='71' start-row='10' start-col='4'>
+            <bounding-box x1='335' y1='584' x2='359' y2='594'/>
+            <content>2,148</content>
+         </cell>
+         <cell id='72' start-row='10' start-col='5'>
+            <bounding-box x1='408' y1='584' x2='425' y2='594'/>
+            <content>642</content>
+         </cell>
+         <cell id='73' start-row='10' start-col='6'>
+            <bounding-box x1='488' y1='584' x2='504' y2='594'/>
+            <content>168</content>
+         </cell>
+         <cell id='74' start-row='10' start-col='7'>
+            <bounding-box x1='560' y1='584' x2='570' y2='594'/>
+            <content>—</content>
+         </cell>
+         <cell id='75' start-row='11' start-col='0'>
+            <bounding-box x1='35' y1='573' x2='56' y2='583'/>
+            <content>2003</content>
+         </cell>
+         <cell id='76' start-row='11' start-col='1'>
+            <bounding-box x1='127' y1='573' x2='155' y2='583'/>
+            <content>14,339</content>
+         </cell>
+         <cell id='77' start-row='11' start-col='2'>
+            <bounding-box x1='204' y1='573' x2='228' y2='583'/>
+            <content>8,884</content>
+         </cell>
+         <cell id='78' start-row='11' start-col='3'>
+            <bounding-box x1='270' y1='573' x2='293' y2='583'/>
+            <content>2,334</content>
+         </cell>
+         <cell id='79' start-row='11' start-col='4'>
+            <bounding-box x1='335' y1='573' x2='359' y2='583'/>
+            <content>2,282</content>
+         </cell>
+         <cell id='80' start-row='11' start-col='5'>
+            <bounding-box x1='408' y1='573' x2='424' y2='583'/>
+            <content>663</content>
+         </cell>
+         <cell id='81' start-row='11' start-col='6'>
+            <bounding-box x1='488' y1='573' x2='504' y2='583'/>
+            <content>177</content>
+         </cell>
+         <cell id='82' start-row='11' start-col='7'>
+            <bounding-box x1='560' y1='573' x2='570' y2='583'/>
+            <content>—</content>
+         </cell>
+         <cell id='83' start-row='12' start-col='0'>
+            <bounding-box x1='35' y1='562' x2='56' y2='572'/>
+            <content>2004</content>
+         </cell>
+         <cell id='84' start-row='12' start-col='1'>
+            <bounding-box x1='127' y1='562' x2='155' y2='572'/>
+            <content>14,618</content>
+         </cell>
+         <cell id='85' start-row='12' start-col='2'>
+            <bounding-box x1='204' y1='562' x2='228' y2='572'/>
+            <content>8,920</content>
+         </cell>
+         <cell id='86' start-row='12' start-col='3'>
+            <bounding-box x1='270' y1='562' x2='293' y2='572'/>
+            <content>2,408</content>
+         </cell>
+         <cell id='87' start-row='12' start-col='4'>
+            <bounding-box x1='335' y1='562' x2='359' y2='572'/>
+            <content>2,427</content>
+         </cell>
+         <cell id='88' start-row='12' start-col='5'>
+            <bounding-box x1='408' y1='562' x2='424' y2='572'/>
+            <content>686</content>
+         </cell>
+         <cell id='89' start-row='12' start-col='6'>
+            <bounding-box x1='488' y1='562' x2='504' y2='572'/>
+            <content>178</content>
+         </cell>
+         <cell id='90' start-row='12' start-col='7'>
+            <bounding-box x1='560' y1='562' x2='570' y2='572'/>
+            <content>—</content>
+         </cell>
+         <cell id='91' start-row='13' start-col='0'>
+            <bounding-box x1='35' y1='551' x2='56' y2='561'/>
+            <content>2005</content>
+         </cell>
+         <cell id='92' start-row='13' start-col='1'>
+            <bounding-box x1='127' y1='551' x2='155' y2='561'/>
+            <content>14,909</content>
+         </cell>
+         <cell id='93' start-row='13' start-col='2'>
+            <bounding-box x1='204' y1='551' x2='228' y2='561'/>
+            <content>8,954</content>
+         </cell>
+         <cell id='94' start-row='13' start-col='3'>
+            <bounding-box x1='270' y1='551' x2='293' y2='561'/>
+            <content>2,490</content>
+         </cell>
+         <cell id='95' start-row='13' start-col='4'>
+            <bounding-box x1='335' y1='551' x2='359' y2='561'/>
+            <content>2,570</content>
+         </cell>
+         <cell id='96' start-row='13' start-col='5'>
+            <bounding-box x1='408' y1='551' x2='424' y2='561'/>
+            <content>709</content>
+         </cell>
+         <cell id='97' start-row='13' start-col='6'>
+            <bounding-box x1='488' y1='551' x2='504' y2='561'/>
+            <content>186</content>
+         </cell>
+         <cell id='98' start-row='13' start-col='7'>
+            <bounding-box x1='560' y1='551' x2='570' y2='561'/>
+            <content>—</content>
+         </cell>
+         <cell id='99' start-row='14' start-col='0'>
+            <bounding-box x1='35' y1='540' x2='56' y2='550'/>
+            <content>2006</content>
+         </cell>
+         <cell id='100' start-row='14' start-col='1'>
+            <bounding-box x1='127' y1='540' x2='155' y2='550'/>
+            <content>15,081</content>
+         </cell>
+         <cell id='101' start-row='14' start-col='2'>
+            <bounding-box x1='204' y1='540' x2='228' y2='550'/>
+            <content>8,938</content>
+         </cell>
+         <cell id='102' start-row='14' start-col='3'>
+            <bounding-box x1='270' y1='540' x2='293' y2='550'/>
+            <content>2,540</content>
+         </cell>
+         <cell id='103' start-row='14' start-col='4'>
+            <bounding-box x1='335' y1='540' x2='359' y2='550'/>
+            <content>2,701</content>
+         </cell>
+         <cell id='104' start-row='14' start-col='5'>
+            <bounding-box x1='408' y1='540' x2='424' y2='550'/>
+            <content>720</content>
+         </cell>
+         <cell id='105' start-row='14' start-col='6'>
+            <bounding-box x1='488' y1='540' x2='504' y2='550'/>
+            <content>181</content>
+         </cell>
+         <cell id='106' start-row='14' start-col='7'>
+            <bounding-box x1='560' y1='540' x2='570' y2='550'/>
+            <content>—</content>
+         </cell>
+         <cell id='107' start-row='15' start-col='0'>
+            <bounding-box x1='35' y1='529' x2='56' y2='539'/>
+            <content>2007</content>
+         </cell>
+         <cell id='108' start-row='15' start-col='1'>
+            <bounding-box x1='127' y1='529' x2='155' y2='539'/>
+            <content>15,087</content>
+         </cell>
+         <cell id='109' start-row='15' start-col='2'>
+            <bounding-box x1='204' y1='529' x2='228' y2='539'/>
+            <content>8,776</content>
+         </cell>
+         <cell id='110' start-row='15' start-col='3'>
+            <bounding-box x1='270' y1='529' x2='293' y2='539'/>
+            <content>2,571</content>
+         </cell>
+         <cell id='111' start-row='15' start-col='4'>
+            <bounding-box x1='335' y1='529' x2='359' y2='539'/>
+            <content>2,821</content>
+         </cell>
+         <cell id='112' start-row='15' start-col='5'>
+            <bounding-box x1='408' y1='529' x2='424' y2='539'/>
+            <content>736</content>
+         </cell>
+         <cell id='113' start-row='15' start-col='6'>
+            <bounding-box x1='488' y1='529' x2='504' y2='539'/>
+            <content>183</content>
+         </cell>
+         <cell id='114' start-row='15' start-col='7'>
+            <bounding-box x1='560' y1='529' x2='570' y2='539'/>
+            <content>—</content>
+         </cell>
+         <cell id='115' start-row='16' start-col='0'>
+            <bounding-box x1='35' y1='518' x2='56' y2='528'/>
+            <content>2008</content>
+         </cell>
+         <cell id='116' start-row='16' start-col='1'>
+            <bounding-box x1='127' y1='518' x2='155' y2='528'/>
+            <content>14,980</content>
+         </cell>
+         <cell id='117' start-row='16' start-col='2'>
+            <bounding-box x1='205' y1='518' x2='228' y2='528'/>
+            <content>8,556</content>
+         </cell>
+         <cell id='118' start-row='16' start-col='3'>
+            <bounding-box x1='270' y1='518' x2='294' y2='528'/>
+            <content>2,565</content>
+         </cell>
+         <cell id='119' start-row='16' start-col='4'>
+            <bounding-box x1='336' y1='518' x2='359' y2='528'/>
+            <content>2,874</content>
+         </cell>
+         <cell id='120' start-row='16' start-col='5'>
+            <bounding-box x1='409' y1='518' x2='425' y2='528'/>
+            <content>746</content>
+         </cell>
+         <cell id='121' start-row='16' start-col='6'>
+            <bounding-box x1='488' y1='518' x2='504' y2='528'/>
+            <content>179</content>
+         </cell>
+         <cell id='122' start-row='16' start-col='7'>
+            <bounding-box x1='559' y1='518' x2='570' y2='528'/>
+            <content>59</content>
+         </cell>
+         <cell id='123' start-row='17' start-col='0'>
+            <bounding-box x1='35' y1='507' x2='56' y2='517'/>
+            <content>2009</content>
+         </cell>
+         <cell id='124' start-row='17' start-col='1'>
+            <bounding-box x1='127' y1='507' x2='155' y2='517'/>
+            <content>14,955</content>
+         </cell>
+         <cell id='125' start-row='17' start-col='2'>
+            <bounding-box x1='205' y1='507' x2='228' y2='517'/>
+            <content>8,401</content>
+         </cell>
+         <cell id='126' start-row='17' start-col='3'>
+            <bounding-box x1='270' y1='507' x2='294' y2='517'/>
+            <content>2,540</content>
+         </cell>
+         <cell id='127' start-row='17' start-col='4'>
+            <bounding-box x1='336' y1='507' x2='359' y2='517'/>
+            <content>2,994</content>
+         </cell>
+         <cell id='128' start-row='17' start-col='5'>
+            <bounding-box x1='409' y1='507' x2='425' y2='517'/>
+            <content>757</content>
+         </cell>
+         <cell id='129' start-row='17' start-col='6'>
+            <bounding-box x1='488' y1='507' x2='504' y2='517'/>
+            <content>179</content>
+         </cell>
+         <cell id='130' start-row='17' start-col='7'>
+            <bounding-box x1='559' y1='507' x2='570' y2='517'/>
+            <content>84</content>
+         </cell>
+         <cell id='131' start-row='18' start-col='0'>
+            <bounding-box x1='35' y1='496' x2='56' y2='506'/>
+            <content>2010</content>
+         </cell>
+         <cell id='132' start-row='18' start-col='1'>
+            <bounding-box x1='127' y1='496' x2='155' y2='506'/>
+            <content>14,860</content>
+         </cell>
+         <cell id='133' start-row='18' start-col='2'>
+            <bounding-box x1='205' y1='496' x2='228' y2='506'/>
+            <content>8,109</content>
+         </cell>
+         <cell id='134' start-row='18' start-col='3'>
+            <bounding-box x1='270' y1='496' x2='294' y2='506'/>
+            <content>2,422</content>
+         </cell>
+         <cell id='135' start-row='18' start-col='4'>
+            <bounding-box x1='336' y1='496' x2='359' y2='506'/>
+            <content>3,125</content>
+         </cell>
+         <cell id='136' start-row='18' start-col='5'>
+            <bounding-box x1='409' y1='496' x2='425' y2='506'/>
+            <content>755</content>
+         </cell>
+         <cell id='137' start-row='18' start-col='6'>
+            <bounding-box x1='488' y1='496' x2='504' y2='506'/>
+            <content>171</content>
+         </cell>
+         <cell id='138' start-row='18' start-col='7'>
+            <bounding-box x1='554' y1='496' x2='570' y2='506'/>
+            <content>277</content>
+         </cell>
+         <cell id='139' start-row='19' start-col='0'>
+            <bounding-box x1='35' y1='476' x2='78' y2='486'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='140' start-row='20' start-col='0'>
+            <bounding-box x1='35' y1='465' x2='56' y2='475'/>
+            <content>2011</content>
+         </cell>
+         <cell id='141' start-row='20' start-col='1'>
+            <bounding-box x1='127' y1='465' x2='155' y2='475'/>
+            <content>14,787</content>
+         </cell>
+         <cell id='142' start-row='20' start-col='2'>
+            <bounding-box x1='205' y1='465' x2='228' y2='475'/>
+            <content>7,982</content>
+         </cell>
+         <cell id='143' start-row='20' start-col='3'>
+            <bounding-box x1='270' y1='465' x2='294' y2='475'/>
+            <content>2,373</content>
+         </cell>
+         <cell id='144' start-row='20' start-col='4'>
+            <bounding-box x1='336' y1='465' x2='359' y2='475'/>
+            <content>3,212</content>
+         </cell>
+         <cell id='145' start-row='20' start-col='5'>
+            <bounding-box x1='409' y1='465' x2='425' y2='475'/>
+            <content>767</content>
+         </cell>
+         <cell id='146' start-row='20' start-col='6'>
+            <bounding-box x1='488' y1='465' x2='504' y2='475'/>
+            <content>168</content>
+         </cell>
+         <cell id='147' start-row='20' start-col='7'>
+            <bounding-box x1='554' y1='465' x2='570' y2='475'/>
+            <content>286</content>
+         </cell>
+         <cell id='148' start-row='21' start-col='0'>
+            <bounding-box x1='35' y1='454' x2='56' y2='464'/>
+            <content>2012</content>
+         </cell>
+         <cell id='149' start-row='21' start-col='1'>
+            <bounding-box x1='127' y1='454' x2='155' y2='464'/>
+            <content>14,752</content>
+         </cell>
+         <cell id='150' start-row='21' start-col='2'>
+            <bounding-box x1='205' y1='454' x2='228' y2='464'/>
+            <content>7,901</content>
+         </cell>
+         <cell id='151' start-row='21' start-col='3'>
+            <bounding-box x1='270' y1='454' x2='294' y2='464'/>
+            <content>2,328</content>
+         </cell>
+         <cell id='152' start-row='21' start-col='4'>
+            <bounding-box x1='336' y1='454' x2='359' y2='464'/>
+            <content>3,287</content>
+         </cell>
+         <cell id='153' start-row='21' start-col='5'>
+            <bounding-box x1='409' y1='454' x2='425' y2='464'/>
+            <content>775</content>
+         </cell>
+         <cell id='154' start-row='21' start-col='6'>
+            <bounding-box x1='488' y1='454' x2='504' y2='464'/>
+            <content>165</content>
+         </cell>
+         <cell id='155' start-row='21' start-col='7'>
+            <bounding-box x1='554' y1='454' x2='570' y2='464'/>
+            <content>296</content>
+         </cell>
+         <cell id='156' start-row='22' start-col='0'>
+            <bounding-box x1='35' y1='443' x2='56' y2='453'/>
+            <content>2013</content>
+         </cell>
+         <cell id='157' start-row='22' start-col='1'>
+            <bounding-box x1='127' y1='443' x2='155' y2='453'/>
+            <content>14,766</content>
+         </cell>
+         <cell id='158' start-row='22' start-col='2'>
+            <bounding-box x1='204' y1='443' x2='228' y2='453'/>
+            <content>7,844</content>
+         </cell>
+         <cell id='159' start-row='22' start-col='3'>
+            <bounding-box x1='270' y1='443' x2='294' y2='453'/>
+            <content>2,305</content>
+         </cell>
+         <cell id='160' start-row='22' start-col='4'>
+            <bounding-box x1='336' y1='443' x2='359' y2='453'/>
+            <content>3,361</content>
+         </cell>
+         <cell id='161' start-row='22' start-col='5'>
+            <bounding-box x1='409' y1='443' x2='425' y2='453'/>
+            <content>783</content>
+         </cell>
+         <cell id='162' start-row='22' start-col='6'>
+            <bounding-box x1='488' y1='443' x2='504' y2='453'/>
+            <content>165</content>
+         </cell>
+         <cell id='163' start-row='22' start-col='7'>
+            <bounding-box x1='554' y1='443' x2='570' y2='453'/>
+            <content>307</content>
+         </cell>
+         <cell id='164' start-row='23' start-col='0'>
+            <bounding-box x1='35' y1='432' x2='56' y2='442'/>
+            <content>2014</content>
+         </cell>
+         <cell id='165' start-row='23' start-col='1'>
+            <bounding-box x1='127' y1='432' x2='155' y2='442'/>
+            <content>14,905</content>
+         </cell>
+         <cell id='166' start-row='23' start-col='2'>
+            <bounding-box x1='204' y1='432' x2='228' y2='442'/>
+            <content>7,821</content>
+         </cell>
+         <cell id='167' start-row='23' start-col='3'>
+            <bounding-box x1='270' y1='432' x2='294' y2='442'/>
+            <content>2,322</content>
+         </cell>
+         <cell id='168' start-row='23' start-col='4'>
+            <bounding-box x1='335' y1='432' x2='359' y2='442'/>
+            <content>3,473</content>
+         </cell>
+         <cell id='169' start-row='23' start-col='5'>
+            <bounding-box x1='409' y1='432' x2='425' y2='442'/>
+            <content>805</content>
+         </cell>
+         <cell id='170' start-row='23' start-col='6'>
+            <bounding-box x1='488' y1='432' x2='504' y2='442'/>
+            <content>167</content>
+         </cell>
+         <cell id='171' start-row='23' start-col='7'>
+            <bounding-box x1='554' y1='432' x2='570' y2='442'/>
+            <content>318</content>
+         </cell>
+         <cell id='172' start-row='24' start-col='0'>
+            <bounding-box x1='35' y1='421' x2='56' y2='431'/>
+            <content>2015</content>
+         </cell>
+         <cell id='173' start-row='24' start-col='1'>
+            <bounding-box x1='127' y1='421' x2='155' y2='431'/>
+            <content>15,038</content>
+         </cell>
+         <cell id='174' start-row='24' start-col='2'>
+            <bounding-box x1='204' y1='421' x2='228' y2='431'/>
+            <content>7,804</content>
+         </cell>
+         <cell id='175' start-row='24' start-col='3'>
+            <bounding-box x1='270' y1='421' x2='293' y2='431'/>
+            <content>2,324</content>
+         </cell>
+         <cell id='176' start-row='24' start-col='4'>
+            <bounding-box x1='335' y1='421' x2='359' y2='431'/>
+            <content>3,588</content>
+         </cell>
+         <cell id='177' start-row='24' start-col='5'>
+            <bounding-box x1='408' y1='421' x2='425' y2='431'/>
+            <content>822</content>
+         </cell>
+         <cell id='178' start-row='24' start-col='6'>
+            <bounding-box x1='488' y1='421' x2='504' y2='431'/>
+            <content>168</content>
+         </cell>
+         <cell id='179' start-row='24' start-col='7'>
+            <bounding-box x1='554' y1='421' x2='570' y2='431'/>
+            <content>332</content>
+         </cell>
+         <cell id='180' start-row='25' start-col='0'>
+            <bounding-box x1='35' y1='411' x2='56' y2='421'/>
+            <content>2016</content>
+         </cell>
+         <cell id='181' start-row='25' start-col='1'>
+            <bounding-box x1='127' y1='411' x2='155' y2='421'/>
+            <content>15,116</content>
+         </cell>
+         <cell id='182' start-row='25' start-col='2'>
+            <bounding-box x1='204' y1='411' x2='228' y2='421'/>
+            <content>7,753</content>
+         </cell>
+         <cell id='183' start-row='25' start-col='3'>
+            <bounding-box x1='270' y1='411' x2='293' y2='421'/>
+            <content>2,314</content>
+         </cell>
+         <cell id='184' start-row='25' start-col='4'>
+            <bounding-box x1='335' y1='411' x2='359' y2='421'/>
+            <content>3,691</content>
+         </cell>
+         <cell id='185' start-row='25' start-col='5'>
+            <bounding-box x1='408' y1='411' x2='424' y2='421'/>
+            <content>845</content>
+         </cell>
+         <cell id='186' start-row='25' start-col='6'>
+            <bounding-box x1='488' y1='411' x2='504' y2='421'/>
+            <content>169</content>
+         </cell>
+         <cell id='187' start-row='25' start-col='7'>
+            <bounding-box x1='554' y1='411' x2='570' y2='421'/>
+            <content>344</content>
+         </cell>
+         <cell id='188' start-row='26' start-col='0'>
+            <bounding-box x1='35' y1='400' x2='56' y2='410'/>
+            <content>2017</content>
+         </cell>
+         <cell id='189' start-row='26' start-col='1'>
+            <bounding-box x1='127' y1='400' x2='155' y2='410'/>
+            <content>15,195</content>
+         </cell>
+         <cell id='190' start-row='26' start-col='2'>
+            <bounding-box x1='204' y1='400' x2='228' y2='410'/>
+            <content>7,713</content>
+         </cell>
+         <cell id='191' start-row='26' start-col='3'>
+            <bounding-box x1='270' y1='400' x2='293' y2='410'/>
+            <content>2,290</content>
+         </cell>
+         <cell id='192' start-row='26' start-col='4'>
+            <bounding-box x1='335' y1='400' x2='359' y2='410'/>
+            <content>3,794</content>
+         </cell>
+         <cell id='193' start-row='26' start-col='5'>
+            <bounding-box x1='408' y1='400' x2='424' y2='410'/>
+            <content>874</content>
+         </cell>
+         <cell id='194' start-row='26' start-col='6'>
+            <bounding-box x1='488' y1='400' x2='504' y2='410'/>
+            <content>170</content>
+         </cell>
+         <cell id='195' start-row='26' start-col='7'>
+            <bounding-box x1='554' y1='400' x2='570' y2='410'/>
+            <content>353</content>
+         </cell>
+         <cell id='196' start-row='27' start-col='0'>
+            <bounding-box x1='35' y1='389' x2='56' y2='399'/>
+            <content>2018</content>
+         </cell>
+         <cell id='197' start-row='27' start-col='1'>
+            <bounding-box x1='127' y1='389' x2='155' y2='399'/>
+            <content>15,241</content>
+         </cell>
+         <cell id='198' start-row='27' start-col='2'>
+            <bounding-box x1='204' y1='389' x2='228' y2='399'/>
+            <content>7,663</content>
+         </cell>
+         <cell id='199' start-row='27' start-col='3'>
+            <bounding-box x1='270' y1='389' x2='293' y2='399'/>
+            <content>2,260</content>
+         </cell>
+         <cell id='200' start-row='27' start-col='4'>
+            <bounding-box x1='335' y1='389' x2='359' y2='399'/>
+            <content>3,889</content>
+         </cell>
+         <cell id='201' start-row='27' start-col='5'>
+            <bounding-box x1='408' y1='389' x2='424' y2='399'/>
+            <content>895</content>
+         </cell>
+         <cell id='202' start-row='27' start-col='6'>
+            <bounding-box x1='488' y1='389' x2='504' y2='399'/>
+            <content>170</content>
+         </cell>
+         <cell id='203' start-row='27' start-col='7'>
+            <bounding-box x1='554' y1='389' x2='570' y2='399'/>
+            <content>364</content>
+         </cell>
+         <cell id='204' start-row='28' start-col='0'>
+            <bounding-box x1='35' y1='378' x2='56' y2='388'/>
+            <content>2019</content>
+         </cell>
+         <cell id='205' start-row='28' start-col='1'>
+            <bounding-box x1='127' y1='378' x2='155' y2='388'/>
+            <content>15,304</content>
+         </cell>
+         <cell id='206' start-row='28' start-col='2'>
+            <bounding-box x1='204' y1='378' x2='228' y2='388'/>
+            <content>7,640</content>
+         </cell>
+         <cell id='207' start-row='28' start-col='3'>
+            <bounding-box x1='270' y1='378' x2='293' y2='388'/>
+            <content>2,266</content>
+         </cell>
+         <cell id='208' start-row='28' start-col='4'>
+            <bounding-box x1='335' y1='378' x2='359' y2='388'/>
+            <content>3,925</content>
+         </cell>
+         <cell id='209' start-row='28' start-col='5'>
+            <bounding-box x1='408' y1='378' x2='424' y2='388'/>
+            <content>927</content>
+         </cell>
+         <cell id='210' start-row='28' start-col='6'>
+            <bounding-box x1='488' y1='378' x2='504' y2='388'/>
+            <content>174</content>
+         </cell>
+         <cell id='211' start-row='28' start-col='7'>
+            <bounding-box x1='554' y1='378' x2='570' y2='388'/>
+            <content>372</content>
+         </cell>
+         <cell id='212' start-row='29' start-col='0'>
+            <bounding-box x1='35' y1='367' x2='56' y2='377'/>
+            <content>2020</content>
+         </cell>
+         <cell id='213' start-row='29' start-col='1'>
+            <bounding-box x1='127' y1='367' x2='155' y2='377'/>
+            <content>15,410</content>
+         </cell>
+         <cell id='214' start-row='29' start-col='2'>
+            <bounding-box x1='204' y1='367' x2='228' y2='377'/>
+            <content>7,640</content>
+         </cell>
+         <cell id='215' start-row='29' start-col='3'>
+            <bounding-box x1='270' y1='367' x2='293' y2='377'/>
+            <content>2,283</content>
+         </cell>
+         <cell id='216' start-row='29' start-col='4'>
+            <bounding-box x1='335' y1='367' x2='359' y2='377'/>
+            <content>3,969</content>
+         </cell>
+         <cell id='217' start-row='29' start-col='5'>
+            <bounding-box x1='408' y1='367' x2='424' y2='377'/>
+            <content>958</content>
+         </cell>
+         <cell id='218' start-row='29' start-col='6'>
+            <bounding-box x1='488' y1='367' x2='504' y2='377'/>
+            <content>178</content>
+         </cell>
+         <cell id='219' start-row='29' start-col='7'>
+            <bounding-box x1='554' y1='367' x2='570' y2='377'/>
+            <content>381</content>
+         </cell>
+         <cell id='220' start-row='30' start-col='0'>
+            <bounding-box x1='35' y1='356' x2='56' y2='366'/>
+            <content>2021</content>
+         </cell>
+         <cell id='221' start-row='30' start-col='1'>
+            <bounding-box x1='127' y1='356' x2='155' y2='366'/>
+            <content>15,515</content>
+         </cell>
+         <cell id='222' start-row='30' start-col='2'>
+            <bounding-box x1='204' y1='356' x2='228' y2='366'/>
+            <content>7,633</content>
+         </cell>
+         <cell id='223' start-row='30' start-col='3'>
+            <bounding-box x1='270' y1='356' x2='293' y2='366'/>
+            <content>2,315</content>
+         </cell>
+         <cell id='224' start-row='30' start-col='4'>
+            <bounding-box x1='335' y1='356' x2='359' y2='366'/>
+            <content>4,011</content>
+         </cell>
+         <cell id='225' start-row='30' start-col='5'>
+            <bounding-box x1='408' y1='356' x2='424' y2='366'/>
+            <content>983</content>
+         </cell>
+         <cell id='226' start-row='30' start-col='6'>
+            <bounding-box x1='488' y1='356' x2='504' y2='366'/>
+            <content>182</content>
+         </cell>
+         <cell id='227' start-row='30' start-col='7'>
+            <bounding-box x1='554' y1='356' x2='570' y2='366'/>
+            <content>391</content>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f1a119586ef4f7afe2189f7a9dd29f737b849c07
GIT binary patch
literal 117388
zcmce;1ymi&@-Mt`cP9ikE<rag!QFyG2)1zuy72^e4H_JRd$0s|cY?b^2*F)~y`ALT
zd(QpNf4%R#x7NFREryw%p6>ch)l^qkRX44Qq%;c$D;Fwl-+pusDhCgc9cXWCjVdI>
zrf6no;cN-y;Dr{cu}NFmIGaI$Y|=JhXERAN6MIuLVPRA!XNVct7S%nSB|;3d6Nry+
z^@!V=Zx@5bUG)kND{CEA)-s^80>h@c<s;9h<dI?YkHl}xoEV&&&qz%4ZP3MOr7^@g
zPb#_!R2&>%n{*)BWj%gjFHmne82=t$?GSX?q;Ya-A{j@RpD*V*O0mVqB~+c1Bv4PU
z|8$wK)ryI_#mvt14;r9nKMDUu?ynON2=$LL5dYs$akBptR5iMbkj-8kuWv8hS6~Z7
z-4BVHPAkXlN<3c;6<ku*>>-5)(g@H1@wNnhyvsXp`QB@5UJ1XYkgsRP5_Xs}>7;yh
zj(&}nO+t<Txc6X(8S%x(G;wM6Slgkxm?&~84RSK%&+VFb`-wlMZ8a+j_-<*5Mb}L_
zP%C9S(IJh0h^v90d4+!KN4+UxtBTx(Qx*R~Nj2T{Q;$#2?ICxPGxXQ5KDef(rZaUi
zT9`I~(&<kqIub>eJzLzJK3#*e`zu&_OSy+zTi-MpDNZO_85eD*)NEB6sYNK3uBY7_
zKffe-=^M>S7yn6^I-<*8VGs0tvlByzgU$hG$}b}MgyfZPv^nUL6RV|>-WnB&Hc7JL
zt?Ymcoz0F(;NWn&f{lX?1FMqxw;3B77-8wj27UmqQ@CZHSUPUl_nm{b2GQaEPBf!l
z3)6K3_D#-eVtDq031SAKM&~$a+b`Y66>lS15XXn>opVlDTPzE_dI>|sq&cCqh*@&7
zR{0Svd>)$1!PDI_s;+fCMuTvs8^fS&&G<|z_pnVrIhxdtxB3t(rD9*;B~946qS$y2
zLDTzz%5}h5jch%Y_hqhgw#X`}RT_g;A}aNq<du8F$aN&Mr+%7i7>0i%&v#Jm&fdZ~
zS;ko4I;Qp_+Q&z8T}!_g^tmJ-VuOelBER$-V=sJGVEf#jA3qMg>O`|$u(07kw(ZTw
zOLhBh2JNTzSUe311YJDMF$|-5tU$k)Fk?(SWPn_$=XvT@inaCA$bQj0rD)errjfKa
z2dzNnE?0%gNKi`iLi*@U=GNClA#oxLPI<G%9)eeDnOJo_RdjCCvG``U$zmV04z5CS
zgktsO4x?{siv})uzeE;Z_Z5s7VG3`a85?F<d3##7mPaUQ+MTFReuvSJN1%Qt?YEc4
z0{F;_rCC#<4!M<VznmJeemWekWOjRpb{g&3MnBB2q>N>IYn85Ca&`~b&?Pfx%HssD
zR0c<t5j0PX+~=6i?(wLJLap(QbZuIM#opVXtiCcO&lj~xk5Rzrv72DnXezHin#B`w
zOO_ZZuwThO<e5@7iE@d0t6_Qaggou+x5azAfDiDJ5U(Y#;TKYzz48OYFf<~P6U=l}
zR#~O!d49*L!LX26i_xl?I1DW%Us%5P8gLHm<F3Rb2E>saM(<+BAVR6bT+9w!3%BrL
z`sIO|m4syhjj(!_Q=>Jws9aO?jN?x*^xV<o%*fV8jeHSmrRN__Bw5C0$`tb68^dmO
zKhdIL<zJ{t!Nm%#=0<<GVHrk{V0{E32E9aV2*ra~r21VmbPrcKh8~?r!gu1-7lr4`
z4}J}QJ-s8Jtf3qHAqeoCPO)Ijyi2#MJVExo^^DMz0FDs%b>Qm)-2NBOmLaqa`8x$_
z^ziN+XiU6eij*<ixe~@N2U9E&24RSaY~PVy%LHKMa1XuTmgmOykjIDsl6sPhZb@HY
zyA0NUrwm`gqwGY=$H{TzLl^CCf2#<H-6PI<4HSp=^DOAQN_8R#;338^ye|F)k^`JB
ziltTt$_D|08EobC72%6|WQqgNRKpWHdE{dxB?D`4a3&;G<ri?l0D{~@bvnK7z@GPr
zkuh1Y9FS?_Ej|Gwc=hP<5?>Unnm&e@MDkqaY<L;snn-pg{vr6n1Z8&0M^jgz8cuA^
z=SbPAsSB921oiK5GvM~{6n3Kmed0=P4#sze{qJ}du83LD_;47ziNpdO;6hPxb=*T2
z9I(d20692ft~(kIq~;+`RDle@0anNa6Ox$0oLT2Sw)i8aatuCrA(Rr&QZ`&c6#(wW
z^{}L_W&D&Aty3_Dd4*$Q=0wTZ98pi-BYgp=%}$9!I0^T~mks0*dCqA2kql^U@?4U(
zIHaHP3_Hkyl5wh`$kd8Z;xij<_?-mp-dD+vucXB>3k*gUu*#9@F!a4Ye7O_-vp_m{
znus_^=m=gssv7NKu(ZiIk~pI9FmsfuWDHV)>G0K#T-)8DF?a_#8Oq6F8(;CH9&aQ$
zmh@!t-*-ymN!bJ)4Au}5S51w|FehVD5tc*~GliOsCvND-h8L(d5Y8axS>7`~qcaYg
ztnVZprPfOI&g<*f@0Jf7mn43fFsyWs!QMzzm!O~zydRN+q+pMYS_+P*OLvIBcmiK4
zA%5oy+oeN__}VgoHpdDd7RA827FJkKqoM2_-b*VYi!d~x>!JyoYBex6Lk;|iwuvWi
z2)Dr7;;XUxt2+woT8E*iG?vM5pU^m~-P{DN9}H=Ph0zncp~yHEh%Sx^377QmAGp{*
z>pOIg!O<@ZVg(>gUe*f<*sk0Wgqbi?jWRyHFjvYTeZ$G1p|m#}lqZ$-vB2#}0^~>)
z=B}NW8cgY^^eyzY$|=KgQ@QJ06N!4Rm-yR+#6@yi_f#NU<OZdDdG016!HHwQmx8we
zYTZ%;3&{D{AnD>C%ZjQxc$=!>4!1nIG7KKfSU49N!^$*%_MpnQC@M_fs1la5jj%bM
zN}@B+VyG|;2597uhxvg;NOB_O>D708Y9j0O3l#$=bOhzOzp0WMs$`W*rNva@$UosM
z->AXIYeb(>Lt@B2Mcsu8y<2$eewFaswc+8dnCF#)OCAZ4QWlElnmU(7QB0h<Y!=aB
zDz0gpzG_T_xm?4!8hURMsKmeLYz*t^rSoH{8n3hjP9QR1Y}H4p^nP<$-j<D?(A`ya
zwRMV!Qy|RQviTe|hn#QD20EllV6u5f6St6golP-P=KCD(eQ(y~&>?%|qSI<k*GuBp
ztAOTbtt<|HPgP?sK?|8LJri=4Ph5k}1bT&E>M^&&*vvldcsm!~E0}cj9gtfq0TZ-Y
zZ2uW7VLm?Evnic+=I%JXZzdZ6T8gw`>Uu>hYURSL!F|5q;E(afHme7LfgnOY9$OXW
zp!5L<vv(zzV#Sj7oUmem3!iphQVKDk>Jl~t{iDAv>oF)I8(f+NcH93^S1~y95Lq`C
zebB<h_@%FL$1a_sX_e05J^tgu`^Am=E%%|1@wa#GO!7We7~}9ni_6cs_@8glt1Z{i
zNz=Ra#KLbnF#hl>q4t<t7HL1bR1<2#-@%44*zQz|CZ$?*EiU0#?N*JuC||<&Ed<sz
z<uJS5WI7WKm@fO$9t|${!HU!Got>DRND9-;?p=h?&QF`dW!EJAXsRa3ZJ?<*l&x7V
zUwG?{KF&XY%l?Mx)FcBFZGlz#To}0eq1|lyTy%n#HkI2T@3ko<GGc}+eQR@m$4lZ&
z{0l3$ew<-jgRaNYIGZzd<-<l^Y<arrY%!GUMKha2ovQpdxA!AyZ2cF!K6{4R$Zu2T
zBFjo8#xd_=d;&F}`Q~kknw~g@IJr4Njsy59S_s!XT*|LrY~dUo?jcp)?>|I-!COmg
zW>vnidx3d_$5@J2`~~UGY6ykx{&li-{0BcI9YYbY3u|4|sW9~_fyaC~E@Hy!%=80#
z>6MQAB1S7`L&$pp*F8EVwWn!@(^FD1rW|+81(zZf^X+4G?X1c(D$C8M9yJ?`0~8c!
zqQ~~9OlO}e+I+4y37B`9Y@#@xcTRAVU_W@$)7q!C0qdW+Bf`qS=>2ecAzxn71=HGC
z0^luZ_7CdrFrdbuh$}6frATDF!D__cveop~vNxJjt}vQyWjMKBK|hKXHpDu5Csh5&
zQ{kJrZZzJ808uedtrK-8_b}fdT1}=YHk{Myb?>_0FQd>o_BPthB)P9<WP=+6hplwm
zH^WYuwVP>MwwBiR2nRKw`$)Hwv^RM8dfIy2a#w`F(&3r*4Y?__jt+5RM&7@@1b_Dt
zyy)8SVQ`YW|C?$4%jW)RnuGXw`Tu2`b8-C5Hs=EU6Wcr}<yG_|4|dS%#k1=omS(09
zx66+h3pqsiax-i_R9Nq{)6hKSW(?r(ub#>!_IH(;Zh={>-d#Jo^N|S}2HD8=AFh5q
zay7iaPV~Qa*l5!YJ1C}dTp%y0Ah>YcIJIaZYAb6ZX35bJ(F#ZpbQKSxLxdQ&ROp!)
zWAE8ddyTN+ZP?z<2`|Uk8`G35cGVK_8sHd~yz!EtdHK?Q<!E7Yr0L?rbj9ATl37ok
z-`DA<(U7a%58>$%O4tSh(}BQC0x2`n(gMMz-SUKUoCK=`$Hr`0C6cO&&k0lREm@4z
zIwnyzpY<p3ac&1?zwkSwrGosq-%VQI#}!2PpP3Id25<NmL>fg!&?!8iO**R87tN^#
zcS&qvsVTX&MjuhpG|^be3N`_K`)<cE&`yYB_N##nbF@~{oWrjNLrs%Blt^OttFsuX
z;`Fz<%_OUb{I`vh@<>M5D;TNinznGgU$^CJf=Mg#Y|{r7Iaf#!)!35htlnr3qph8o
zrUtpA_gfD)o0f6Jo0kATrGltRIes6{QmOuOUe&9ZTI@e;Js7HCvR&BaI&RR@dppd!
znc>kyqjVJF0V9;TUyU6NGr)=#7oi_#&ehdi5Gm`LGMj({ErK>RZ)Tt_P1D3|$?7VX
zI*xvp3No%%U`?^r-gi3)=WV5QC8>LM<%K8ig+!%6ZD-eFvKdqCvy%CNSFnm-D3oof
zJy2R+okFB;(dib5`Q`TNU{X$q{Db6MV)A&k3&*;}x{y!T&e(>Tt4G4NQcbU$1k(y1
ze`sec9Go1F>1WhZME5OQ(XKqw3k%tjFMQ~>Pg_=2*^0buiBT0QpmQ8j!mZQ5LVx?f
zcdpj4^W*w%J=cAoMxJSx;H49xe(wB3UAOX@L23N#l@D3>&F0BXH%*}%@7|Z`j}zG(
zaeX_we7S60cZ*;1*6U^tw!_rLyBQLG)NFcu+C!S^e(PHXoMaFw+FNZJIA^1`e?rSG
zk=J*1vDap2_wi7$v+>r_9pmQfl+QltfNqqV%g0Im_`?O~*(kg=X3prIx6G;DD!I1%
zDZxGaS=IQCS}haC_ii;0>#c{UqZJq(=K=HYsii?P=hOmh_I5QWil3`>FFt4z6={2W
zPMwvfC)}u)DtZqbJqghCDPFhYx_6%Q8<Y|(Zz<%<dq?8+#j>d?@>T5VbCaF8f$(mI
z^_~@7BXk_%rn-Vctv8aG{YB**h(@0U=%iOF@p3u(i-bUG4^u9s@f^}YFBAKB3{Cg7
zZaaznIOdq6S0=iPsJA*1;38)zsn^kui{a^Y>Y8WdU8Pfr@8w;7gpD_K6XT<oI_h9_
z31E4g!@s<&KOg=6Iubr|w6vR8?=<%khZw~Prvv4%`dRN<L`B<`TwPFe1YYi}K1x@O
zx%B&ky~>;{Jd?a`%g<sF1bYbh%9ObQPq_<ROwreM$+_82!RZ_eWtXyKi9pAhHC?<P
zu~cv7VRH>vW``|($K8fN9KDg_YjlqNJ6U=QK%AG^9<i}(NtfK53y~b<MPH)nUrovr
z-ujQl;tWM~LjqpS|L{!^DBK?nf0p7bT0B5InA2&w^ns8OgSFCs`Ss9`T;B=({BzM_
z<HR9fI0fgnAnuE5hEz)l1bSmfPXX@z^jCJu1Mntq1{tD0Fu<ubCMck~gVJEph&cQy
z1`83x->LH<HR=wXods(zVKtaq_hre0gM|vzH@VVZB?l*|c#!cBk2W{^;WEepxLclv
zI5QbeVc7(fb=+mEk4Kn!<*BriG&M$Qt8NxxJif6E@tQJuZE)V9Z_yV|l|1DjZa_yM
zRDkt`RH#;n$0@VYBy5K*r~))AB#z1ufEore{=rpd-Hx%1v49j2sNEB0$Q91^0k*g^
zPB}rVJnsxIzxS|1&{9BRo@cWi^A=ZVpt)CX_jOGKx(aEEs&NG|O&<Lk2L+9|%v`w1
zo(L^gT~02MV0<J<@MH4Ctp?bos#{<SPNo|*In!4rtxviaiJ@LtPf(pv@FTOfX1r@O
z&)Sghh#6Pli<1fQMN)iax!`mVw*D(etc0$sax~gZzF4ER(5JFAIvd!q;wA;$WN6?5
zkpTucm0<6EG}=_gROTde+JQ~=bGXbqn6{@u=NL7G={MW4AKix;2tE{(&}QC^TflMV
z2l<)!qGF$Hh0iTYhBc($U?xF|X;d0xcJoKu!Z;G0MM;?Tn8G?L&o=g}i@Y&swe(b_
zi?gY@Aq*z?o+gbm1#cC$bbW9*6$}v2BMubi$va$p3zNSPGb<0}<$}=L(%BJtFNEM`
z``1DYl@AxR$liUsq~Wm`CnxVdQB7|$97;W$O?YVAThVxgbFOVM{o9cGYpDF~_Tu}u
zyNm0m$L?q0pH4h3zJD^L*1S}3+T_7)-FpFFmtRYRcqCH`NxpEeJ55zI{#wZ$563c|
zSdITZbb{~UshrY-9qAgHQrg5mSOF<qlK0rfXE}=Q`dKz3_0;3S-W!qII~nr<FAVLD
zfyPV@wThwn3Qoc;*|#r`21K+Cq_JhR+&)QX;ACr-G|(;;jDnQ3Zs(f<o1YJ-_#rVB
zdk@U^>1)p9HB!%}O$wa3ZEYjZ{-}R7yQPDp%ujumzb@24M7b?e(VD4WVJ<R^?_tAk
zu-v}Ot8H%{DVN41fj%u%lell82uguXJ(S~UBH4pSA^PrsN=NJ}ZNUs9fH-V&nm#IP
zEP^La{rQVaFYawhUV5ggXczD!hC)7HVY}vFI@N;X?)br53fC6~$8)mA$EPG2GeZH&
z-@2?as=C*{atcs~bqq}kn1sy?O`=-5L+=O0c6%4_<uZy`cv0h&5}T<9U~pK)!`~su
zV-yPGQOh^cj~L(Ocau0bcBjmI$1R-wK549G!Hh#Y`gv5AN<LjKqe?P~FCNvBPd?oW
z+L-9~&&mo`c@t`HQi#E#1T;v-jr5b<=mHswg;0{=I4qo{p~s&jBqm!Sa0y{MNrP!P
zusJ_Y;^Gy5?oNMMFj5_wjH78_0h!crpG*+aq_m)Q$A_h~NiF3!VIHuHNI#xB@)^t@
zP2QUR;Xa5O_x{N#V6jAr@%>0`s=cho!s>QN>XIf>T+#@8K-4Fua4!S$fpQwG!bRgc
zI*-^}`uTN6Ma^$}B}>;$Z(2T<<QT*((nEaud2Wcd3}32ZZ>Q6NZ{MdgcgQMeJ!$t?
zs!eOcmvd=cjT2-$s5=&^C^@Zv_Tq-FNNU7?vKT<mOrj9=37oUFtWC>rSE`QTu>0X#
zsiC<7D|7$L>htBmgtC{%A}bt>!ymThDTjxHl#9)~ky>#^oF6a8x|mg1*T+e<To~WS
zF(b$_PKN4V*&SC4n04w94Lg;`^1bgsdm^HIFEr7I7%+{Pk~aF*K(>I;H)238F|O11
zd<*IAuxD}2S0h#9E<?moMY20HY_n0?$l%8X1@@Webtsz|hKugH0<i)mLf$BH0H3=B
zrS|Lh)QG;qU28{mpQcw=X)|9XC%s<(Mu1lQ)sry_S)r4KU|owlH?i7X<JdBREj_D?
z!H@xsQvnB-0|#?B4p-4pV0{YlP82(TrZ3uRW6)vT9nmO-IB^5N!x**07_$RJ+5r*@
z&W|ECl9Qv>QN*fDXD>nM(Zd=<RH=R`Q*&9%kS9g_aRNEvYZW`ZBRZ<?5@67sOpT`%
zL{4b|>D0zy4l$AoHu89Z$(Jr#z9%&QPL0xJmSl+95MdmXP?LyZD`A2-ahugZ2PMMD
z%1<m;G?x$|H6JI4O4JU_VZ!Q;W>iI-xE?AwLN&7mE6)Hsf@5hOQ&;v5JWiYlNdlkn
zt+B{pvQPC?5=+rAMZ_icWd>inIs5k5N>WYkgTi1t;*b;b$K?S-+2~`4*;|MRRPR+i
z)|i6xcg*bN;3Fsvn6){W?W))ajP)!vgo@&E%6PUUJbahWLCgeQpgCg&{@@^)ns;Ei
zAU-o5x>zcm{hks6)gsk)&d=}08P*zlrO>rm@?+?qNH3Q3phq#7eh|$Tt7ItA&Gr3;
z?`XbgJ-(qbNF^<?RMTqQ`C_X~c8Pv0WVcDHh_2(7Xi)53o%ARUO&Cy)bi6OwigLc#
znjkjBx+yUVXKc4nSE3LmRs79FKz(1Ns9Hp`HAxQ;r%5f8*z~9_QNFDpZX;!qILgG}
z$>#&BASTIUhjg6Knej|uSFdf9qT*g<CC2kTFXJP}Sf(8{Qk#QyymJ@*G$CslFC=(G
z_Jq&qJ&AUoK6Cm~o<$NLU==0ytLSEuI4~NL$b^B%Fm3B4-D!HM9TjrMi!`2---0s3
znvGy7s~JwCdS03Dvl|*pr&Aq;kEO#)D%GEi0lZ+T!mzFMgwi8%ID(p_!pWGP?kbqh
z)jiKqab&w;Fjk_J#JufaTgavr53B>yjuoNXnu~Tn@It4eb;Cw%MieMp2oY|qK_9IQ
za5E_z^$b%wM&QE{hH~RjLLHV~DdzOrQ-!<bQ`zVwVM~?03`9mM)nu6EGnm{E)vmwS
zhI>sVPQ!ZJPbpddwhr;V`n$cTuH_PP&9@6?K9)p=qUW80Sj{83tmG}59V}Amj@)l%
zMbokf-De5eHd5X!lkja8`MHs@Y;0go^S*S)Z(Fery4K2$gqLJ0k%r81m#uPJ4i;%D
z!?I)eMA`VZ+<3d(BY517BrUH;R?0oB>NgBvIUOFkKt4Qu=aCX;-x`_8Idto{uHx^E
zgk-8+9x+K*A?FpS;8Aw}Qkl54$q7hDU=ZHqDnCInK|Dh?p>taQQFew2q;h`tF`}#-
z+_^iJetwPwj}_IpDTna-uuD6&@4&9*=~`fe5ot2m%@B5@FGFOM-(Pb3i}a5RUJM)9
zeld2>$71yfifqr+fpQK;PculATqIH&tV48zJ}!JF2@%=lBWM0XSMGjttnDQweH}kG
z`_2}HE4QM@Y<(tLyvA*&*o*EEeV3Am!j2dRV{Ln}@1JhfX^<6KMx*D;fw%i%2?T3`
z2QB=4yU7IH%*~_9E{AQOYjmXpN(V>En_mpLd1%G$*OrG*a?oRWJSo?sc}?;5ihls>
zBND=xH?raWZnGsO>Dj}i{&Ua9S6z{H{0(QXxsLIUZ#mMzt-7ZO1LWiood@1iri@3H
zIoGrM7a|5?op%W<?yt##dR<~>cP<WMD}k@IVxAEXVXeEL<wu90K{OApj(196cQBc?
zgsZ{TvzhO%2BxR?uFeo{mP@y`l%O7o3h+YO<hsPe*4GuD!rYdl5RE&}&@q^Kiglgy
zTu!fG{sr@7`!EsEWwb-{!V`z6X#HINAv(InfQ6$HB?D$7*DjGCDQd7g+Kc+jjh~RN
zleupw+#z9CMqjv(&t0@K@6KC4D6W19`BEq{`~a(;Swi}EL+Pgh^vm}E;{Lax#Lf9P
zLy4Q~9~nx}xZt8R?$5X&c{U4n<}K}Q9)mJ%aknFLer@f(kSGleB_&J{@Z*jk&-=SW
zS1eXexU_`oq`?63>bKj@SKrY{AKs7o<AgtA_-HTo4Al+CEn+^PDr+tK$J$LZd+W2a
z$pnj(vfSLEn!!76?V695a#C@v*E%FxL2C4O#03<}$qA1@lqi(;rD@h~y^8B(CNHPU
zm>}kS0ntKD0w$6E=2`~!C5QWkrS^ms<%A;4_#Qh|dU~BKNkkPy!@BCSa_G~|m5DY)
z=}$CuguOn!)Ejl)#?9J<*DHMS-5mw*JF=Nehw?IK(i|&IQrX&e;HaK)lZr;YcqyKM
z6Ux}QGT|jYmr@uHnK+Bsl7Onic7eTc;uWr*q=2H_D`Y2e3)ZR(e;08JI-E`qJquRo
zQQQLAVvHof<@eRUj~qdqS{zaz&^!q>uvLS$RaN@ze?(l<`;$8N#yp)(Q3%Y+97~at
z<bR_9ZRP8ZV+Mx|eFh_3^zJZi4%zb(&ZJPtdC{mI)z*%qCAM;QmcKPokkj3^J72&k
zaoMJTQyBIro&YEG_^)$`zufs<_VdV?UNtx_Tr9jBFP-WSgO>H8^=vu%W=2L*Y&21N
z(jSzPQE?dpkr*^rI?Q%j@K;Nz5z#L7s-YVJztukwfJ`3BPM?c#j(&3eG_N(1Ifc<6
zqG!KLP|QQ%t$s*;uc}{ToyP6GtL0|f^c@1Zmv#MG^5*5iQR*AbBMK2}!^AX<lPDcX
zy*7JwASTAWCx&lIfau}T4?DZ4frYMvrww8R%KT^6<L+zDlt%bEAT8pZOLytZ!#zZ0
zORT4&yWRp#KRl|oItk-Cr9@Q=cN}I##`zJ_Q#HRH+I&xTMj!wiTV8$bHDpL;4n#bX
zM`oqLTsh^b8eHwnV?t+lA{l5IdT`V}D*cqt)%)S$ra<o=Qj6b7N&Tr}_pmjP^X@tN
z2J0GN+sOF@`01>iH7zMmgu=2SgG%9U{$yo=_iKrF)h>b}IH9VHs8Y+_uc8Tq4|bb6
z<~UOwAqlaCeofRbUXx~oj^oIP5skW|0vm&Z(SH1<c44}-n$ltkz#Ta9!@++RAK|ia
zmUqtxM#dTxuj|mt*kmYw+PE}J!Gs^ML7gxY`(#B)3_LHP;G5*YjVp<%4Tn*L$HRZE
zUu%m*UR*}n4jc70Dqm8%l0<jQ`l_n%j@haucdH#FEQ^6sub~1?AQY7<vJ6gL;rd`+
ztPs10XuUUG7g5@F5g5`8KOAG4qS0W!Z-e5U;PA3ne>CM}pQE2VzH9s;xA%h!YXcg^
zOFMW52@27?lnr1>gX8>%mVxBkUaQwXBGVX9i4_CIzM*rQpvOhk>9iXWL~sz7NC)C_
zxCcn1i$8x7a6#NYP0GQrE`%85D&tMe&X)~~7(Y43!dzF~2UK~9@|{CRh~FO^1cCT=
z^uTw~mRB;lAP@)zc5Q165C>y3qW4j2%RUHcJIGrFc5I~&A_t6o#6dy)W{fT!N({%&
z)0wsNiK7x8PB9V%@yllpG9C-*5QP&HNt8@=a&_^DN#b4|03x|6ta1%iPGFEmEC=GD
zVx-t)Xufa9LMX15kX%?l0Tm=@<b7V)v%E@2zQ9N$05~}c%+5%yT~Duv1CBvK+|=;*
zd->EPra#M93`AgZ?1@S|_o*wJ3Z2zLk%pK-iGeadl!KVwMBewv1pRW}dklwGk2U!n
z1I(5iT}L|(ZV2HQh8R$1AEow7N#w!@R7%AS<U?bbWId)7Y}nFvWO1f=U)k{d_%A33
zu$3Py)jqHJ-?Ew|A3TYXeT#M1Jr+r8P<Sx*3I#J*17aVpd@rZD@q#!!fRVkhx1c|7
zOs8yx^xLyg9*31hIP$I=GxLbsJQn9lv)%gBiUq1+VnVoD(GO}=j6^)B5oj-WZRJqw
zu#Su(d|UBs)+z83#si;B^wzu*TMhq#^qFJJ9?Rbk$qX97&~%b_h#3J#l3J`g!iM$3
zeh24~_15s-W1FTE)8EbGN0}h6nWNaTIQuU$yk9F2TAPvXuJ`)#!6C%ptD}Usu&NpH
z3tt^OJYXvQ8MY9$JMbDlREMl^-J*R1mpKfJpKFl51S5i}Er)-at|O-&HJCb)F?mUb
z0X8SrlTy$fwtI};uOB`%j}f~V7l`Q?Eo!>Yp7|tEgNzgoM@9cb_&d}KB41*>I#U2B
zZK9GcQuK2T3U=fYvSdhbK2E<5hq613H9Tr4tqZIqaT36h8Q`ea<5?3IBAr#N<g4>T
zgVRWr695b!!Vk@HoX+;PyAXxvGA4y{<Vw}$R`8X*bhfmC?bc0&U1yA;bQHo)dDC57
zlpuo=LKYh?LXv73s5Q3Bt<=w?lR(1W*iAkTe)l=0|7~NGXlMFYzd34h6j44UUw7DE
z(cq9m7+H!an9xmT7-LI#NjlM~$|OD<QgQ-qTJv~3fE>N7UBUT#_L?zbWE01kBK%NL
z_UBj32iN^%S`y-&oF!)W);ljw8<*oxC0^P)h-k#{Hj$E-U9ohWP|-gwT)kLWr%dfo
z|Li0BkRg=t)JmlVg+4~Jp~7x)c{3%}H)Nm;+0rz-h76k|L?P1`b(U6*vLrILc)%xc
zl_1ga`k4;<#$Ipk#Ugz=4P>HbG2HpKtI_)Msg-@dOH&)QcNFZ*RGrIaP#Y7)VB_OE
z&$hNwS5uw5$h|n#>ul0X6M6p|mro1r<FA+e{0PIm0$+g&WGJLou#Moi95|TCCBYvZ
z>+`?QuiN_K1g^#HJ^H50of%R;g6Lo`_V7RVM7@e^Y_M`$gc#Og1ZI`o5mZbZtbP6b
z)N>l09_2X;fnc(tXj(dvO`y)os`g0Z!$AsHj(HA_4`NgiI+p<b)pU8lBE_LD1Zk<9
z1Nj2YVOGE8pkxH&2dd}t;}J&6S43wq2NZ9tO8fS_%WSBhTyWsv*c?~!`I6fQoHnfC
zuvNHiFZVO>jf+sNOfqNrC7H8Wu18|-#^=mEZTp8(_nu23H^?5HTX^B}z(>r(J6zlE
zm!i4v&|_!XJ8oS=_P&;otWFOy{wTfl&FhPDN{2barJ;)>3>2C~7f7M}07guhFp_=?
zXxGF`F@F4}MTT;)cT{2ECCyru{Bg(&B@aHyfI6AMP-N;Uu;HYB;p6HSHPxn%HP-TW
zmEn||8}M@DlD&wu61Kb-<1%@VJ6ZdF`&oAkD)~))1|4`jio1gtk$WAr-do%4mT<mS
zEMOOMHjx%Uo2^ZG`{or()8Hz*CQa0L*y*grBg}{QUD;1g5u%B?=&_u5J?3t6mTra4
zR4LPTC2CGsEBp>AcDY+;>zCiZ=E9LLJwoDM(%@M;_H@sVC3nA<rJMV{h<bcW`f7ta
zy{bh7pivam9^ORxomo4^`J!(Y*#07!Q<AmeK7KAYV(8*ah~28To#97L=F=jCBpWzL
z%pvA04b+wSO~FVp!lmsmhov432D3U2>)#$L-38y4xqrY4dLkUpR`Prp$@G=9aPI&(
zFdQJr?xaaBU?`5nhJty4i)m$tcB&ub)ax>92ZZhaQjGNxd&5?$M8Bw7@P&TS)cs<a
zwU>^^VzYv8#Rcjsy@2wTj%S`tCvd|zao^NuVUF?EhK_tZ-@@Enn>dCME+;j$)IB-$
z;3i)say%MCyS7ChKj&;nxBD_6)wJBHO=O!8>pn-+A96L{(?fLh#R#_PoWpaOhfQF(
za;WQ2;vy7c|6|r3uNAv2Ni~bkv<=U5=s1M)K8?G%%BLdOsgEM^emTV5UnJc-6{bs;
z3j|Q>Z^L=ZZ8qw5(73P#LoFKPvlgUszG9)R!jD+7$?QQ9&iICxYnuC}zy{O(87pG=
zmBqT@@m=LL@2Xd(<KK+?Uq<^c<DQ?3>tBII?!PDf@%*EtzmNY;`r8-sXT%n~ict56
z`RdZ++HCL&lCP#K0=4ct>0nZTw0nXZx{r2^NOdH#d0XMHDe3_Qg)iJbv>Ig@qKpt{
zUsv4f+gaHA7$q+896#fG$-^m~YQ}x*(t9T`anD@0b*7+49ZH?V`$;Pu>IN-<x<SpM
zZcx^`Po;sLb0aB!Pne2*SQBrn%SqK%W86x+Kz+|3RUxb9hOAGjD^Lp4V{bYgGP^~@
zM|>LZ-dr9+F7Fj%LkKr-5G>pHd_+u?PZSk?rTm!+Zi-h&p01CYyK=-@X;-TB@@K%D
z;(_7`7D;qQKpo2cpP#t{sS&1Agz^jZ!LTGfMZ;wRl$`o7An8eU`TD_jN69CcG%>)n
zgb^BtthO@^^G0JqlhiQ96g<!*!6Ky|y(!(ZUSIO0?{K93&g;-eUveOx*DF$tsTN@E
zIHm|^<tkE?Z$j(pi%P)6*EF<$KzYX86^P!suxh1wV$mrucrGT$%Bjy0d=WToDiu>G
zV-_s*)a(bd5G&_PoUQMwDU>gepnuVW=pF+7=r7%&6y$uF+>~$hMMcQhYyxK8XKcbi
zA8>e@lu}L%_eR{j+8F&;&wh$T<v*dCh(-^c|E%(hOlXJe0?-b}5xDUA79=#6Bxt`R
ze9^aR*Il_B8~W)Qt>8t7C8?EA>hJ>bzdFRa3Er9xUlL2IA<3^ksO|~Z2sv=6dfl(o
zLM=5dY(6HlH)8%u<E@(3mTOW)c(CX7c6`rJQ`bd-p7@aA>_vgxzy<aE*P#vDDnsqB
z)k`AY(yhb1PoN32rfqh&jk#lUSaq*AnmF4F@r|pExIS$`xE1VFVAFowoqlsL_q9Z|
z08<V{IxSVS{3!AF+LM4I<QB<p_eaa(P%)zf7pY7gdAz?vdJ0QsA{TqKjn<bpRCMf}
z!){G;A-w7?<UgQjxfVKH4<3DeLs>oW8mwm43#mq)(WiYhNV+v{jp<zzjrVLFNNO7<
z66e#%xcg*t2$}2J17n`IBM$q?=yrWc1y!uXxjqg<FjV!|O!{8E7TFp)9jVqg0_Cc-
z5!H2yJeJJ+QiLzB@x6Bh((%1$_ZGM844B4ylusc+u?xb!@pTUvt?en-+a^eH3dmNM
zd&2FIda4>RrCmA>IGpb{h8yMaI8#tw>AH3`Tm#XAV7{6-cTQvDCJIf#CnKl&g)BLz
z`oT|8VfcGh#MwR{j+A2S5DW{F6lTW@kjmtF@wA7eJa$F3nwsP&(Iu=-1-5J!HrWz*
zRBWYmmcpIQtg_%Rc2zO|b+sIK7*<vafZ_2TIg@nc8=6$M790V;QVn;e5a~d!+D9{=
z@3<+t{h{k|`RVdxPQ{{NFxVo>RWRdjJT;2Mo@{@9dqz~v7Ys{Gl^^UujLR!ctmh$x
z=%&Ru<~dcW#$*XEQOgcZo^Y7za;RuGqDF_ULt$sIl0et`gbl|F>NL{u&35WhMb|?o
z)(aHNG4&N=#|iFoi4i~#Zz9izNB0jVCVLy+f%<i;8!KIn6g>7cI1@LrkC+*QLkBD&
zf-K3W0-Jj$FAqQ`>~NrRKyWHnhoFZjGh#4gs~0FCOQ;Dpisu*_;9(x}K4tGu;2;6}
zk`sbsxVnMwL)m4Y8bMus$ag?0^z>@v05u3Yl93Trx6#;ZYFZk)Q8{!O21*kVVnH=n
zc88DD^7RaaDr@2*?Uw9n;#5mS3^;)jN_sdU0rGg}MQHc-YNNRh3<u)c$J!wheZ*_;
zy}OOnOZ7BpJNMZcr?#;J%$d7^hEW}gci1Lly}|3DC7<P76j7qcgujQx;My`{`+F6r
zk4K^j2@a%#Yi-4;4n>YbI}$_*i<B43J8;vHinmshE4TbO!Y9UvH*>N&MR7?@Jgd=r
zee)*f8XXHScg$c6x+u+!qu$PtGPy6gef>~_xMCpi`m@w)qx5%Wv7UkUYJItM8}Yn3
zGWHnS%$30+X2`E!^L2fOC2sY>M0xFttBR4tI)(;Ji7;X(ojC>s*GzOF)5ZF-XD!Rl
zN7*i;q*j$v9KIbGP2zh8up{JHlqXu}q3itE*=w&}oa@-VV>OPng#P@1_-*l2W#wsC
zC|Fzz7Q4KQOB+lb43Do`TqPvW!6PsxR_94Mn-c09T68A?t3&9~T^XyQ5@o4jUlz6-
zh2m>@LWNDDg36^z9wd!M0^`Vh9;%M>NniVVfxI0~9{h<<)k6rIz@s}fc~KxU_Q&}6
z>tOPADmy`fVOcfwQIlhI{^Ph8o#ud%q$WN-4u#Jgl=#9YVITb7GQ>%%1bX0vhh>E_
z;^SOMQ=1|8SjhMci0SjuMLJc4<V3sEBF98!S#tR0P%$J*8K}z3s5r9^52;Q_R6%p+
zBC_}h3aiK`^E1BdBlj>6idBK1kAnjJ<JZwt-1)S+_>A{yVsi@)l1cDL3iZjw!Q*R2
zRORehqi8T2%>Frg=sjcZ>FS}8PIF`hJ_OAOFxWW3eMQKjJSNat@+M{1#a5)Oth-Z9
z*>mb20nHUxG;LpoFv#)Ewz|p#uWTQsf)*0)+*VtCv5scgi|`*j3vV)nwlIoSnn~S&
zL!O39GfjOBu{#)Prqnb$1G=u2_{|<l(G~FId9p!cxYEI+kKMQ#j<jUV7P+*Bn&j0Y
zGo2??v`Q^3vY$lC!mW=)$n|G$xlfRojnq6|X?dTBoP{*o9K{}8?itH8QYSvp<Qv|p
zI16K=d#Y#+Vc4{EQnSZUW#`%)<<33PsG^|;d^U^dXRgO9v1OOYgU4!pupV;{ws>S4
zGejhFSi1gbx4S&!6QS@bK+mUl96xCFez~BXv&-{phr<wms8M%)x~XI_tZLn;%Bt-&
z_EY4=&S_Iqj_&)mdlE!dPWI3?e=&`B=mOMkJ>@XSSbM2uev7n-*`9ERx=D)#b4ytj
z?Xw3y_Wd-xx@~J-?cQ*%(^zIMdtUN(O<;6Lt?&}}2OJ;yWLzJC<k}OZCeEs)06{k$
z*&_J~i{b>|B?rq{^8R(L@s3wK*W0v7kUhkt@Faayd%RqQHc6+{=f}mAxk%wnZ$d0a
z4sK4{ea*Z?M>hwYk^wj}C+Aw{k|W3-&pGS!14vE@%te)+juc@5>WhrkJ)d6hDe|ik
ztoXRy9CDtnr}>;)Twn%zGd{=QGmr>t8G(^}AB$GzUh4S)&a2~O7P%o_4a9gjgqXGB
zJeaSz`|%NW3_1&%2{AvL%iQ68t#iA5Ire-ui$G<A(cO?j{#f!Pjg3Kn+nxFr&kjVM
z_{49XGW(sLxV5`rm2%mTxgoUzuPLTIiiY4jnQF7v@0bhswwNuf^GS=w<M;;O$X)~o
zaf7};s}9g^>s)nX@`Hw{+>jo*;l5@IrfrQGG5t_LWt043nT^X_*4uubeZEkJh_O=j
zpw_`0w{=U%jVI6%dDVnGg8Krun(;6~sVUv56nD#C26-|`0qFhJtD*CV{oq?d8G=Q9
zr*be_l!*p?YZyko0y|5EFPjy>^jguR&syMmF2MU#4)MCGlg<aj#q+HjKwB&f>0L!t
z?b>(V7^WW3{xp*A_}H9B3v`ZIvHVOb;6pMA!>G0hMXJ|g#I7UOzW$1K3qlqof@-AW
z5$HeD_4dwSbM|l+8@(dyK;y<*)0oq*Pc`k0zKOUt$f=AY!$k?De1NEjyf+hPm&fNE
zP8Ev)hR0|RB*N9o3ExCv6u-+uy-LU@tj~La*y-yr^`>*zGz{AwO>KW+q5AAQ!bsu0
znl`!*>SUx3Y5>6_X%m*s(PGhufl)%Cr;UsN3V@;K)h5<A6$9^K*0EH<BI=dxV>a7`
z+N}%^%rA|{LRTStjQkaKuj*Zd4?+!rl)`l1z8QL^cd2-+Z(g;QuW%*b5rr&!orLZQ
ze_q8!@-)d>K@=m6xjz(P@`jjSms@_eZF{!Cei2sHb_>8lbiREozLq$>w)Z&--nywZ
zAV_nTL;-HmYanahnLtp?KAs6;_Uq4^>(cJ5)~3oI4~2VXXd_L9TTsmR-CT#ruYP$z
z%C(<t`rB0E*A(IBRDzS8``=Ru9`3)z33z@kl=}Z&74>ud(7)mY9W1#2juS*}>L}XU
z4tV&=%1VmEqQdBoyV(rhEFX|BnH$AUtT17r4nUU=Ef=y`Uh|5pOEWyo-s>M(RIG9;
z99myPXA-lV(z`DFx3;~_WZxgkuC|5<29Y=VcU@;neufEnToSFS7rr<%Wzd#}%)7vf
zV4n)NjbJ&Mt9>I@IE7@yH>{%zpPF)8K%)e4%loHq9?o`~=F_J4`%<W|SQ3Yx)qmYR
zJ&1hyT8%L*JGF2o?mp5fS8XW7-t|*y*r*1qbGq-|Isa2OFznOpGUfS(w*}DbiLJQ&
zrS$O>`F)FU)Ff*cX$vM8frWvo%zy&M@nDG}+R#_@YNJcXBi~L9{3Ap|7_HR7qdSVU
zmlBoGe>A-gnKLQ!k?TUalR-{X-veB9Etoih&pwZ87^8o)$|&x}9#!edgC;l2sfbDD
zry_|Rv{|ujynuI^`Yz%6vo7LA<ftT7|9HHBdKggV1(ZI49dr_RH47%3tsS|HV#%0X
zdY1xRlXscHi0k;MOhv9@e7E+>A%E!%+Q1*35sz{T=<~^B2<sI7e1`AEo+9mU3enfm
zHI*;rE?$1%n#e=f0eGD*xQT4PqEKZ_VT&qYGy^s0@b=lrR6`_wh6xhXQZ(AO_UKk)
zPV3tSu(%sOV$!fJejxcKSF?C<R!u1-cZfMpR}pp#kLe$M)t9DU75uLCV~KtXkT-fO
z=HuC{$0wEumvJF)vDQ&n!A`Qk;`!Q^g_1mh72B|*fjBt$j(*%!?$4Ja%necq%KT{+
z-YE32h3YWNJ_9<|SsicZ_v{t;Y6WJDRPH&Mm>VjK^BjPc6O6lGnw1~?9%R?YXue>c
z<(o|8YeY(jPn!xx%dn@QVqm_<e$h|R{ME}et}RIJJt=S#6w{>q(8`kP*_zOMJ=wNo
zwrBWFfs!na{idMkh?B2twF@`}i)n;e@P6hvqOpH)Ht#t_a{2G@z|4Z%e4~4f9fG1Y
zG(14?Gdy6w_mmG-I%ma+>FY$+6+9V(Lo#X}J!T?^8}|;C@)YNUP=EhSqH0tg^bK(i
zXfqLv(OkfQE!^6=6iMh{O3hh?K-5(Bz)fxcso**}mw4()_Gio`hv)D?v{0qS)H&Tx
zI<Jqxm8Cqlv$khyh_N*&SlPa$Wx^PXW8+U4rt5RaC?c$T#4ukK>87SX%0hrokdL5(
z6P}!1z&&Cy6Zom!3ht}(Mcw=^+boJXOdgd{aI-wIq0aYhh5WL@EdBO|Od)JQ$}z(G
zPM;|NEf`IS1$i&AB79RW9n~k!^elh7m)58D(zyId;YX`U>os}+I}D&IOFjg^HMtoD
z5M9K<0<bdyvfPnHTZnz50PKZSfM97rBr*(f2ONM7*60h|nlWIF3eZ`J4FF=mu$OdU
z&#}Vm$l;nP0YqEa;nUT2VE`jsuqwmufCoiD78O<{HWt7E0-wc*1`|pIXM_Wwc7|_H
zM)t)~l@!Oagy)5Ir-IjFpr@w<0ECeJ;8Pp0eKkSNv8BY(=rH{;aE%B?<K^EnptAy%
zTxxWlPM{?Ez$qYrkR0ynQ1V*~J1Ph^D+L3Fk9=HI?TOcxxgxx6mzt45GBQ9^3P2Vm
zw6?(@OSG<<T=*OyAwddEC3*v74z?C!i2#K5o6=GP5aombq83pAgUm2<*mlYM_MJ-7
zXUzE2fFTJ06}q1n9o{1L+WlqNrGz@>3rIU%m(Ai!$t8_7`e141Dk-Z)ZY6&S^7l(2
z6BA?c@=}`mRs<x*{&B{p-L#?4KEodjeS94SW52Eg;^=;Eg-jr1mv_2aD|vCykwqI<
z&6(~1cH|mNuY^~7`#I2O6jeI6xl#Z^m&-aTDeN8S+N+5y7WCflq79Iir3ef*DnOQn
zeLpWdk70DQP}R#f9{s(={F@{hGk_~X^vM%00=U36RerSBjXDm5pEYww^73lie928O
zIcbA>f|l1J$LR61LUWO}h|kbe=CTS%a>enPMAwzGkYO489}pQnV|szj^cIRyy<l>E
zutlFKXJJnXEpNf%L(~j31N~ok;*850`@X?X4Cb0J&x`fVJkgWX(Ax-%QW={g(hFut
zz(7<UD*WhrjG$=tMT(~UJo0-Ck+c+bun}l0$W<)62DA}`rXqX8jEZ+Gj*)Be4Xuj`
zU&zLtohGQJCuz8<b_{@!d^&vGWwV9G`ZBch1s)9Q)9lI_1O`0~1Iu=_`(`%1Kye@r
zEWRW7t8NGb8CE77S@dohx+ggED?%X->VRc`1S9G*af5n}AHJ|5Un~(xRoeNE72i1!
zo`_e466q?=kxZc_>%UZC)6-yM#!}(qNwkeHdjgJbdP2D#hMT#4f4KePwANbolH-|c
zeY@O1lLSn3hmw?osZNX!&w<m)b^p*>%B;xfgBW>rYC@60JNg)xnJu^Jbw@iIQ4^4y
z3>Rox*EKY<>-k71YSI&^7e6pI+s!9<HUFm<f6lVIE?;JkSBVeEEUSOuq{iE)WWd8+
zY&W1ZZ4+kr#+SQCU-iwpeRW8gWgE2!*W#UMV~tGP(oPV?shwXwO|oIa-cz!cj*s}3
zv12mzy~d4Ks%sc9(xPLNc1l3C*HK*=@(LLCaJgvyPl_MmAao->QFnVW$Wv@0V}!Fu
zWZ|c^0{fo|isX^SGH;))>_hZ+%tB<a?wFu{A4HKB#-{i{@>*|h#iv<HtZFk7!-q#_
z5cRtUaZ**zvCuYOX^nSWjlip$?BGR;T7r4lIy7|g6V#;|mP?n`CMiR|ip9qk+V~}Q
zX<voox4vFzbedRF9^aPb4jZ*YjCN02AN;Qmmi@0kF6Uqz<-F3&cz1xZeICJwq}gMc
z$*kh2Q&1BDdep4Pew!lL;1VF%b9NY5W$XNH)>2^^5M@0fr3;62R0?<Kb5`w>!W6Po
zQA!<0uH6YnR8)u|mQBSy73bVB3ik9PQMr=gETIOB4z=UoiqvgLTCP4+zBxl^=rpb!
zNJW=LVQmp(7i;xqwibo#IcmObvzC$Uebjimw`|fRP*DfG+&!Et{^ia0a{91`keu{*
z_)IbhmE5CEfo@Zm^tC?+x^*XNeJjgufq3n~SQgb{%jLF_oTa9$`u>?&#_f~f@H`Iv
zEYhiw^_^7|vOQMA<4|R%V|KTIkQTP;-ft<<sPkVb&NAFQV4NRyY>s;*ZXbX_=$5x)
zFuZ28e4gVij-go19yD<K*FCV;UI8p8h@*3>6fjIv;zm8S3Iam}H2Nnu+{ni$PL2Ii
zbs}NU>-iS%AZ2N_kX!2vqgWZ1dQ%Z9r0+lKW%9=bF<KpWOgn5J_G?ou(v<uVh`b-L
zBI-UBhF?i(*RONlFxeXk18<p+Ig~M<YryLSr0nhM+~O{H$T<`xImmh>#T_}NbK31%
zBjJd8V|rOeVIM)_D0-RR9!~|yFSpta^7hr#jWoeu>y}mZyx&=P)!bS4M5JAh`Nnuh
z0N@Sqyy$vy#70TsBVRF=bGtw0-n5>{dw*h!bA{OwxY~$~ArfD@eu>afcKP;tw;C0M
zi*<{7b4=OLe7D<0MpyZaqN`5xrlc3WNq}5<JDTCD+>4TD4H~f)K%Vm5$9gp1kLNrX
z;%Kh&;)S~M>3bh`C4}0KltsSy+R^Ni02sGc4O>V+-)^nrj|i!yeSsqDP*=V%&9fr1
zj9JITW{L>LH*Pj1Pfqo<$WOF94_}B34_w>Zc&Fc^$$&#;{%(N(YX<@l-=B#(9Dgyu
zH9Q>5*i^t4W^77krdD8adw1ZgpMHHF4iJ!+AEb}Ure^O9-J<}=4y^?-vvUUi%<@r#
z7MnTQyFj3eO`&PgDiC`Ubu;HzY|!lwfNUCO?#|HXB<yYMA?glb6Eh&_XNS;dq}-il
z)PJ=G`epE=vPs)RTLk^u69E;v0Rr?PJ7;JoPQYJVCqN&OfY>|yl_*yBpJcJJ>;J3{
zh5IW`@vm$oC@KFHJe<D?{tF(?Um4+l;NkokD^dGTJij(g_=kA7elp-Eu>Tewu0MGC
zCx5tpC2swJhwC@{{)0ci7MlH2JpU5H{~Dg(4EPIwxPQf}{=mcibCKNthd;lv{Qn^y
z?w>2_{+s;a{@eG%{nzh@`+xX;ekJ4mQ#}9e?}z6%1OCDvo?nX;|KJbLZ*lw&dHWTA
z{D*jWehTk@lRrFv(+50%)dxKPgFg7>1o?+}{>-a{Dp#n!2L4jmPCzyVD^n-nE7V{5
zTn)Mo^p{xw(jIE4T)!pcm#nIxa{s>f>&>X4>I0#Q)&;70dH<qC{~Q$lb(b5uKaCZ{
z$r<>oDIl977<$g}OEUof)V_aNar&D$39vKR#@^yzRQ{n`Ubr~hSlO950soL?B{OHR
zDYPb#_cx(`Hu&@UH}{}$t(<Ml7&O4fHfBH$R-l-PvkTY;2(~i?Iza5L%}kulOo4VT
zw#H@<C!o1K1ZZXlvA40Y{W(rq*#RveU{h$1Dhhfac5V(3^B-q?%)eUT|6TgCqM41^
z&u738k6(A3pd0eonf|<TGO@I`w{c<y8hZetWzNvnf%fKq6bk^Q!8SHP4t{<fptB{!
z-o?TaX#TSV#17(MggQRWpzrI|@An0LlRpQ=KgQ5M-hnc7qy+xv%%AXoUjI+<LI20_
z9bAlUtW5qHxL>d8p8@(M>_0{0?|@VwX0E@b1(od=IF8?X_fK@c3jQZ}oc~YZL7-*`
zo0+qvot24|v&TQf`Rl9w-{AbsxIb|I)?a_Y`R5q%pHj^Ae~j}#q?qrgxc<S|zY6F7
z4M2`xYWRPH@DJ|&0r9s<@E3@GO6qU3>)+-BDx0_xo3cH`7Hosc_CiGo$brhHp#XG-
zxIlNg`on1B`1yMOP}0gk&VTKX#mT|NB`o~MCR6|bx~!s=ojoiz0ALIK_|#;?fjTdB
zfk>kOSO5wD5x@ZefK8knl+>j)0MMVDlmyTTTIuKcpTEl)0L;&;NfucZAn?!fe{_ap
z^1o<%3xKGaE?{`+ZjcgOy4hmcrKP(&L~04?4nYMm2mxsX6a<tKL?s0kBoqM=5fr3U
z6eL6`6@>rZMHJ(C-uL^y_g}bs&&-^eIWu#n&dfRM7Z3!25Eud2C}1#g2H;o#_6iO1
z1O1l(nAyn_gb9g3H~=6JfZ0IUZ3h;|<Ltl(LD<FH#|6LvY4&sRb^+mb06rTMj00dI
zJpeu(;(-eV;6VW9_X_s*0N~F6%<PSG41_?4sX_lBoU=Os!vUB&z|2GyfaM_&a%#6d
zu+ttm2pDewT!^Z#UwD9rn|lyc*jWS|zpzj(T&Nc=C`iJ{(b>~6zy+%6>+R?06Appw
zlo^Z#VFc?I3RJQ*LPlCz0x1bp|BuhV2L8bMcK~eL9gJmTe47#M>-p*TGwx46-^&mP
zb`_|bl%IZ1IS@$wDF}pZ<fk8h0R%!93xU)<-cz1^AiuZ=1^LOsV4<O*k{&o`Nw7kH
zeEuWC56piC_T(oC=J%uSplUc*$6&7@C|Ie^z-B2p02+wjE=l~(#Q)b3_mH)R4sjEl
zD-PJp0Xs7bfXh65+<@lxaq$T9@bv+Qmw#yC|I285XaK<-z6JoM;w=dCVMz%6V`d1^
zLJx$Pi3&nwcM%97_|a~96c!M$=UE<jx5M`U420vqfB7Oz2AqU}9&S+3Th+u2>Kq&p
z0>VI_0KZ5eln^=yGlU(&4dH_bLnI(b2nHetIS5gQ=s*l1W)N$LJ;WK}4)KNrKtdsr
zkZ8zhNCG4Uk^#8@xdbVOltHQ>Hz4(pW=Jcf6Y>bs4|xU|g-k-GA#;!=$QopWfPjFE
zfQEpHfSup~fdGLR0g?bqph%!jphsXrU`^ma;6~s>5KItBaFQT_AeG<(K_NjIK@CA8
zK`X&Sf+qwo2&M>T2|f{gB_txGCS)e$A`~Qq5n>6I33Un02oDju5&9EG5XKTF5oQx!
zCaff^BWxvnMEHzwl5mc2l?XyaMYNBIhe(15OQcF<NMu9gN)$kJj3}Ncljt&06;TsW
z7tvFqNuqh8FT|w8OvF%P31T^7En;(GXJUWiW5kKX7l=!V>xkQlpAt_IFA;B%(2(pW
z5hIZ$(I&AXaU%&OIZcvDa)qRpq=V!c$u!9tDJkhbQXx_dsTQd<=@HVSq=}^Yq}8PN
zNS~0tCS4^XBV#8MBU2zVBy%JSB0Ei%Lsm(4mu!G+n(Q+<75M>jB)JB;4Y?0_40$Gb
zIr$y(0rGd`8x-^u0u-_oh7>Lo;S|Xf#S~2xk13`pHYgb=g(wv$%_xshMpI@}R#A3P
zzNB2HqN3uZlA$uD@}N3Fl}&Y>>H*ah)fZ|;YEf!c;6hL^brSVe>U-2LsF!JIXas2v
z(%8@h(InB7(cGsQr}<3FL@P<FP3uB?oHm!Xj&^`{k&c2+fKHjto-TqelkO(nW4d{I
z3VK0$ReDGIWAwT7jr7Cxs|-vG2nIt2Z-zvMa)yTtGmK=6f{f~nE{w5^MU3|uUo#Og
z@iD0~IWwJPDrV|nnr0?t7Gl<BKEj;9e2uw}d5MLQMT*6OC5$DPrG;g3AJIO+ecJoH
z_9gGTv2SSKS5_`oWmX((9BUQp0P8v%C)+_b99ukFHQO_`uk28Eb#_no^X&EPV;saB
zq8!E?p&S=EIymMznK|V+ojKz<Z*Y$6C)_W(-(>&M{YCqG_OEhrb7^w<apiE`=bGo<
z$9<6d2zNU79q!o!Oa~MXcpOMSaQDD_C<{~>>IKb)wnLYA_VZ}*1oIT~^zm%)3h|or
z#_(42j`30QVfkG7()rr>miQ0w>+?tQSMZMrPzYcJ+y$}(x&+n*g#;}H&j{8F&Iqvy
zX$wUNRS3NlrV&;W_7}b^JSajcf)();$rtGtB@{)Ax{KzDJ{BVslNR$3%NKhhP9iQN
z?jwF#d{}~7LRlh2qC#Rya-XE0WQ=6J<RXk8W&=A9>w;~;(Qq$#F?<xkh|odAAes=L
zkfKOuWG-?LMT62n9Y-~wK1zv6;iN7~Jx4R4_0eb0ZRl^(80i4%D(P7aKgI!*hZ)8)
zV~wzh*atEsGAc61WtwHa$V$rw$=;CtASWT`DOWBxBQGS6lP{Kkt-!0`s8FadsR&hc
zP%KcKRN_%`RJyG6>LA}imxEUhzEc)aKB8Qyyr=?K2~eq3Syz=+jZ(d*Mx>^x7O&Q)
z&Zus#enEX)gIB{%qe5dz6Rmkv^PU!omaf)$tzm60ZD;K=?Ij(IPLxi&F14<y?giaf
zdZKy(dQJL-`a1e)`Y#Ox415gg4IzfwhG~XlMnXpZMz@Vgjg5?Rjo+FeOd?IXOqom%
zo0gldnW>m1n~j<an+Kb>S<qS7S(I6<TdG;6T25NQtfH(QS#wx>SU1>^*;v?Iv01fM
zx6QDfwnN*Uwi`MmbSUi5LwgQ;FZ-6mbcY=e-*g~xuyiPQ*mN{>yzIE@r0taFwB)Sn
zoaH>{a?mB+WfrG^OU1o&Rd7vpopDoeOLLobS8~sEpZ8GpxZv^eh}MxyN7g+JJ+FFh
zds%u_dy{)RcsKem`gr=Z`*Qn+`9ARz^E>S~=`ZV_;lC818*n9%An;INLl85tnCb}@
z4n7q;6`~lD8}d06FlP|P5atus6D}Ga7yd3nBckLe@lofaZIL{Y(UDV8%29>K2#z@&
zYdg+&JofnX3C$Cw(Uj4i(Y-P7nADh+la?o&V!2{Z#J)bId8*<x?dgEi!)N5qTslj9
z*5hnn94am+ZY$m;zB>V)keRTV=$zPn4skB~+;);{QeU!k^2HR=6rYr#^GfGSQyEet
zQeUU(r`4rH)8o@uG7e`v%#_N!ltq~poHd!Pm)(%VpOccadBOd{vs{(j>b(7Vae3?c
zF8Ko&4_>Ug#C0j*($@lyg6D;rg>{z&FJ~5!7KIeOEw(7`D#4bNUE#QraOK-opR1Fl
zCZ+9Vn6k3+{pHCOgcZRRvz2z0{nym4HB?Dd6;|)7PPh)a9(?_MjYG}Q4c!}UH?cRX
zZVBAVt7WQ<uOp}nuUo2jub*tNZg|qD)7aJ|*Hn93^7hqcp61*ZmX_o@ly_q9Y~PKz
zyL!*>-h8WD>+80|ZKL<C?hm#bxA%4Ec0B0R=)B*h+;#VX!h`0AvJV@(vEB8Lq#xDw
zpnGb2(Y>{O(tUN0F^?PiW%`?*$UnI=pfu3>RPAZ!p!VRSX9mxn44Dr-AGRBweD3mm
z=7rabk0T)?8>1&)lDv!`qaVv0-#>nNLS&+PQhKswN^Pp=mFcU|*Uqo!-UPncoQ{1<
z^EUI{fp=vy$eHF@joJS9w(qCs{N^_1PcJYm<Shy>-uiIxL(h`c()7oGkK3OTm)V!E
zu1Kx4ts1S4uX(R+tjB+5|6KY7`=#rv<=1x`p_^oz+22IIHEro`z1;TR-UbE5zuL7$
z?uuA#VcM#yDvp6T7fSq&#N^PfP<eL)XA3jM`8ftSf~zB71FvjgW@w<!2W;^%Qoy$=
zB|a%Y`hwp~{fPZjngTOH0!P01eJ}tbDUtZC;?HdqUKIX)BV>ZWQX=sC%01!WetS0@
ziK0Z}1uA>O_XuD#f_<DpI`M)SBp`wC^>*~|v4vA2KtaBvj~fnzDZf9UkREP}06f58
zRfH{E5`jX>U@3t&LIxuZyrrZtGAJ|<Y5+z2*t((qQ`M+=0lSF3m4o`Fa`58w-4daY
zl=$>a{!=~SMeMt={!&kPsrzm?3Pp*+*AvVHg{DN|<t;y}3{TE?)c@xygJZB#(nz3E
zCE?P*<`sbfAtVX|$Df|;tv9@w{Rf46%Kax(;N|bTsDCLeUL?O8{_lmA+OyF%*<0Ix
z=8Bh+@22{fT=9bQ-SB_U6)&>>f%>my#mlmHQU8|f-VX5Zx#9)OyGi|fS@9C*UDUti
ziWfrfhX03Le<AQ+%Zir^@22{<Tz_e-e`n&KVqq9KfPqJ8Fiis$8y!nAEu2>fF37{#
z(Et~WlQ02B0U!KPn;Ia%2=MR=0wkp<yf|k^a05mKWbdG?SJmAS2t(jyy?7XbM!+mR
zT!P#KZJ}s@Vk8C}pZ5MC0ogqGfPP>o3JbWwH&AP6pmG132gKh=SsIQ{n-VyJ1k5Z+
zW6@9yFk)ihQozm`0Yzh^pco)8&=1TL4Gh}Sc=0<HgV@28hEswuf%rgN5W>g7kGeAW
zv34hPhvM&a1G%ArQ3)-B`sIxT1iN5tumngjN8kZ-1m9TTgauzRj1(mp4-S?WiUz1h
z0rGf!2moUM!8=fEc>g_h2ITjzf8WEU0D8d(pbkh20fz&}o-lPEz*;=GXUFUeaHhdd
zLEs@SIOYRm^zNZ3KJ+`Mfk8jw;hAMO5uj;(lzjp{ez?^<T))c(0&OV)K5+Fo^fOKT
zIQl)!A1tS>rKYKB^c%~m_<Fhg!Ety&|37dX@~<5C7jE0Fw;gW5^BD&5uY3m7-ghqC
ziSs=Lki!5D0on+EmI+|tTX828<gZ=49sUAcAP0W;{q+s<55On89J>1kIRXy@DI)<+
z_)aqb$-n{50(^l`N)Q9!8lcyJJct5LY<^M#a@(F9|4Y8viSZYn`J=i2iFv@m;d?{x
z{8Yi-Un<y@)gqCoAEMf@yhADAZx+z2ujj>ZGM7tSkn#$8t>QdLWhBeC&qQUeZB!0r
z&MLVTOSUX@zdGd1H=Yh_i+9McVm-)qDdy}>w~x@H4PE>}5@%-K(fO~^WvSQ7HANo9
zr96i?PNf|^7>w||^CY1wnMm(NxUl4ya*)moNn$Z5&2d8;i6q5Ho8ar>B_rop4xKYd
zHL+r7y+Kb<^Q_L((`P7_=CY#~d41-o27!471!u#v&eVoJ9_iLRRTLj%&nn)xue`M$
zs{EA@_wifP%3~8~?|wEi73Fr~yL!vn4+V^0(NxL#J^jlH@^8bhhJl8ajkcJwCa_-g
z21IJW#Rv%#oLjJ$W5Dmd0r`FW^)(01B!HiP0N4<ybCZAQ9(xC5<j(;a0hdNoBJtDq
z9xmC-F#z8IA^%5w^OuzVi}+H&2n})^_=f_<O{5GQDuq9UMB>k<rLe&Gi9cmW1J^;M
zu+o%hI5=+t*uaVw^&JM?QYh>%!yJC`2Ky&Y-LugCe;DS>4!iFi=k~BaK2dOj{5f~x
zo6^A18~2~4TNU8uime22Vk&_Ij#97~V5~tQ4uM_CEf6YA2~!Sq22UyhPhk1&=%<Cl
z%jEG+FgGv^j7bU822NBxoRxjtfMZa=X&Qv{wtymlu>+>>5f}(e2KX5o9A7A5R^O9B
z1M43cIE4c@bA(~aFcp|8Obw<E(|~Ehv|!pW9hfc*IHiFZ!i-=hFjJTr%p7J3vxYgs
zoM2ACagrwvIC^yr+J*7w1u$nAD5>@VzP-I2VJ<M>Pz|IRhVyoD40MM9dnf$MA2_9j
zxdM|1@E?MMxdO6nm>bL;<{s|nj`M+ez>dH?VO}tAm=DYcI24BY0ya}|Fh3Zu&%*iO
zbHzhDdHUf3JbYbX{=vS$X|IzPK6ux$gAo7=gazWffqn$i7KjT0@(A<@g9Unl)Zm5c
zupk(4M2o}0f<k>^!LSfmC@c&X4vWAA_=@1$6By=jC}5odFrdlL8Bah3=jP$Fd)G-8
z>Iz^%g~4l1AWML8z+v(*1};L0kNS^eCeUbm=V{g5F;ohPk=ZkdMp;o<nGV+}e)J20
zAl#G4j#3Dg5i`4_@)ST>QrKI|D7B1<D}^aZa5t{mRhiSfKdUncE_e2<r5)7q&9`N#
z-N$h5mH*ji!f#~{)mAZCMtm5JTbNteSe(m>q}X^fA2npZZL_`Y>yoHSry-cOsxK;D
zC7frPekscyTi<`&>tSW{i@LdssXBt;*FQ{3J)+X37@ld9Zo+ykPa2ApP()2Oi1p0%
zuB1H7tUf0ua!pb!BJk_}g@VWf3n_&R498Xi-BZ4y)HqFzkhMl~RZWowQ<VYUpXN7H
zZw#c~XqGueLSW;q=U)?2>Fv`P;^i3bXid`c_3lUagznn#5gA-K$*G&4x?PXxUh#Mu
z@0!(9CMmIU6~p4`%vc+KlZsHc`<8l8^ruGCM+ubipSt5I9}#u#yCYMNtxj~zF3x^Y
zBVg@c!uR?SV>i<~{$Bkmt+F27YZq+tmCB(laOaU3%++KG4vh0=&v1g9KJ|uHHBB;`
zta!lZGbbYjJvPUe4s+A9Nx7)|X$jw_c0jTjx=NuEpCFvsV4b<_UDPg}sFT^l><3&4
zUq8}wAw}iriNEf0LHO%Qqf#jxUgaDVjHYm6%;C{vOzVk-i|7fbb;lw+5-+lM6r&gt
zIZYp~IJ@+S^&Dmk)#wO=AGvbY-zhIg*md92gg94bJ&M=eE3RMRI#;5na_%JF<2Qw{
zlgYNEHwv3RWONb38AcGVu?-hhb!k}i^*LDHIP-#)wq<|YeoC$ozdLq{^*I}uIDyq-
z{Y8-j0u!S3SW@ghxpDtbe&xX<lj7K`a;!4G0e9YSmby7TPClv_6zBKi?TxW%o$7ge
zp`!|BVWN!8y3F2Hi4`NY?ZIVp2E)!(tcO0VE<TaFw%#)y+%me+z7|epC^8~#c2Cck
zvN~PjI<+fng94Pd=glPBY+KGtRLo(kfJTBh4%z*B1w!L*{CJGLN>gqaUS&^rOT7N_
zLH$L4l#1A_V%XwCItkOKgP+^U#{wLdoBH`&dnyMp&uC%~L`j%bh4l*)Mp?#pOQN!S
zMO?So+fNAJ6X)d^r({z^c$SjRojqI(p(Ce;%SVKG4!lUIz2GWyI5@=f(R$WPxhq`V
zFRqLu1ui4>Pl=t)8JEeln+tR6Kl_m6fxDl$akJb6w2b=3AwhWd^F!C|?zJj88UjkB
zmkNZaN$(mpC6gzTcU+vgD%}`;<L2wNg}yK|r%Mf=Cnp<dXNu}dI#O*#PA<3(z4Cd;
zlEPzkb_`3@B=d$m(v_>zv4Y)Zn$qam*;M27D1Bd=tbG)d7}i7TE5?o@vakJmx(FTM
zgxydID+j3Kwa(;%z(aQAYsOQa{*we#lTRsZ&K?UxKRw!_QN#RN44UtAKl9CjbNxQA
zs&#zZgknNlp+Ra_F^k`px3<U*7IY~eKU{0>*2|Q5{Z3Btheoq-HImjtla%9=TqHWw
z>^XMQb!w^%Y=ebYYh=;!13bn<xJ=UQ7m^rvsL?vL*%GEy*>Wbjgv0ClRdo8nmmXXi
zuZ7qw^DnnLTz<a785ty-FD5~M&Awmwp?bxB(Gr5otJP}JkKFx>FTAxB9ZlR^l(u0<
zGe^#ZUZ?t6q5tXLdY3^y$CTE63PSd4XG1+!<L<&dNExc)!!jh_iQ6Qc<sGEG5^x*Q
zNsR8~XF47|(ahCGGJpGxGA*|JVstZ!-GNiSPph9U<rvSMj(qv{*yr|g)d{X@E&Fn5
zMk7h`kyC1DHB3ifO3fRMjMEcdl}*OE^A{O0$5kRfUC~`VLXud@uq--xf_zkMdf3&Y
z?!3}HR;#ZK`RR5`Ui@YZ$7q@)Xr4?RWH}vc+#Goiu%yBB_T8l$=dG_In9hoKjB~LS
zw^8zE$C6~z%6F<fp?Ml|A90QlgW=#Gg5LIZ;pt!$ok74|+9jGbHt$s4DcNc@Iw&|O
zIa(2&U`Q=%tKOpb=%Eg$k>p+1)1-VCBpQ!}4ZJ55`gYdo4$s1^^g~~4Idy6WM4SA?
zC?4qam%KS1Y(rzX@?1hQWWsN$A#8IQb$hTk){sNAn<Z=&7j+nQbNHoK!ho6Sq=k96
zg?2}!nW`nF;OBC5k|%UVpu_(dai^`Nf9P4>8jV}-qPR;J3P*Z$irjraTMwTv9jNR-
z(I`|^p|qYWt{JLIy-A`%r_f+{bHnDf!p!H!8k5FOWd4MA*%i+-^g*{Y25P_XJ<vLD
z2l;pl_{kaCO$zFw<R;yVI?;Bha95f)dTQraZ!m`BygGON!GloUC?4$x;e6a&f(AC*
zW3#@)$JcAVZX`dJT6q43{74?Zc=@-{S0v?t!6yk0E1@&?<D7(pk%HZ1(@qnoIQSY@
zTF)EGnQM-|?JCxgT&*5jx^!wVHnTA8_F}+zOW)Jn<Zp)*d~CmLU7O2{yk&EZo^y)i
zf|p3qU`N)c+umoJ4cX6!tORVHB4UkkD{;qC9`>KnSvoB25B>6xg@XAZAIpR)a%@}E
zMB(@szIq|zAUIJF_9PK|>;BI%uWM5v!FjC81Zg!G{y<^AlvtWPr!p>F27!k8mJSKo
z)^X9vv`X1cH8|tey++qBm--1RhfUiN6ArV7MK+AeofbM!u}<F@&$Ke1X(j$t`RM8y
zzngE(pXpgX8x*%i8lvp(IE;Ngy;`n&c=1@X<+7M)x|eks!$rzT*@<m7*)ljUBMaME
z0?c(X;*+B+M8d-!Di4=N=CxJLALuo@9jkk%*bs7S-<8TiVTVw@loOP*v<>}Iae^MX
zagQ0s^ai+Ws^tn^Mx42=Q()J0A8q>~TfA{b<9b`ffp<FVGGEsZ1gM4I&0nj&b$;I!
z?qPIFUEA=Gp^@W~Uy!=*%AFV;a+%{H%j=_3K_Ab5)R4J*zx*Vw?R5)XD?{F$kL#cE
z=T&nXG=~&ySIh0CyK!kNtV~C9ItQQV@e6s9tq-QkwMUdiTOBIa&8u%Y$TI>N51EzG
zVnQ<W#unG#On7Df02hB{9c`jS7?qiLau{xYsygC{8?lM~p@CDxr_1ks91($XqAe`@
zDJ(O&zkIBFuVLGLoz6YP$^QK#?we+AuIne%?@>Uz_)CjnGAtPsaDrKk#Q<wd64Rh7
zrvFd@F$+}<Yd>pnX+p{28a7T{*!w}smxj3tV-O$G7pi<4{k_5^N=WK?{%g4w$7&<I
z@3%dBpYTaw`E9e3AxjEc#*T?g_LWfMn8>a8>m!}d%vu(T2Ptos8Nu#|w}~w->8!Bq
zFX+4(@=Z(VF<o=vu-iNLT&ZjW9Q)PUlV_9}y)L+ZcooHaoJ9H(Q-9%%$NK$m^~!6_
z9ZC-{hG%Fw#;Jn`!gx}bES>f}x(nl8wvMM{LixcZDlCB|GWqAis0|NFM+RK#!}AZy
z!|yj_8yZRs%uodA-YcBEL)iwKh!s9JcI~;2s_Q%LHN%(PrO)d%GD<lesJxTNg6g}}
z-Rq8KT)i?CQq4<2D5ZLBbM0c>$BWgy6ho633uX9y|FGO8@6h4Iq;0F4qFW0y*KTqh
z7yLq|I1^FrtgNYT+b)ze*w)k7=<)bV?&3jS$%5M)zD%dgUEkSFUKD-IzL8%9uN*MN
zNvUKOtV=Pf=W>Nj`<Py4*AqOFCApMik~JuPFJ(PN;mo*bkSY&L%k={f+#n)F?=_U7
z2R}E=ZR*@lVGm=o8@zSRSsA@wrIjXf<R0BEEt?dtn&qi|{9?Y1p$V7b=thK&N?1NE
zfR8%NZrGa9JD9S}S&JGyd-`@*TKchNSNEJ{wSBV=4%;7Kd7sQ$8vDGc#Ky<?EYixs
z)scXOg=8>pXiclM=)x274gaF3>YJjo<&i8CI`vdJYR%*y8_p9Qsn(g|c+=`mOVMgm
zIa#drO*asimYd*O23xh{4rzSIQ>tfhkkza+pQyy9yD;kwcArax*2!2QS1ps#Ku^z?
zff|{L4^wq{P6cl}+Pxbck5c$dR2KnHX}Nv-z~K?Ni1xYAStChqnaG8&7kbP_jRG>1
z3_sgs<taLE2CdG<BXXab@pbiZn7X6PWwJ`+qHmv@M3$;F(Zvo7$FnX*zNPZDEs&ON
zaW-wFVbgo4s|g=e)R5r%!l?C4AnT}B?xg{?;NhvEjUY91t}1qDKXhY&{EW!Cp6iK>
zOBC95vUXPOwe#*{5oWk8o`(k-V?W+sDM~(M<u3N+&Ict9f+|tAi2Q(Ts+nL*V;PUO
z=Gl%5r{5~TPn~QTyl_fehU{jkUClkw$AqI4;uGCM$~RZEu*&0M7?fqcz}@DeZ}Fs7
zF4LRtdg^O;zd2ETY$jl&?p8>4%tef=**aGbYBp@^dufHadO6&i<Er;Lpy)fabj^sE
zh$Lkjy;iBu5}^57IPa{YoWH!@(|+r?F6C9?uQW%`az9}g5cwiyQyzD~tGMKS$t$vN
z4N9<8)gu=TUPOFmwXqqzsiW(mSeeErpc$jcrbkij!Y%11m6kE+AlIg|6ibj)M_$k7
z8bv!zic1jbAWqOL(u-uhw!MF9<V6vt{igHfBBaKg>Hsb0v&aeN2GQcWL`CDOw@S&P
z5A`WRHLKnD${x?HuTZYsMX#nGtGGa?c&B9gvqz|DCl_^bppmpNOTN@5v1yCn)@_A_
zceMMG5+8Nz#viD!(DgogEJi}RJO2uU#^<ks+j^g};!iF4`?sog1%-UO_3pj%av?+E
zkz-^wA4^ZfPj?2*l*KTx7Ai^IBXxQFT1-my`SI&YYns=zJT_j=DhS=}m%{jEH^EU4
zOgn~!l17g%D%c+5D5Lq3c{w6qrD>{(lgl`dT#3Z$q2<A$)7USsy}wo6&WHA*Ci=Rg
zM$bEK%=V=v&?F^$U*Gm0(DCyjTMv0rZ^9(Tm156OsUK&;R3q(J1x44|=GqTsEQDW|
zpPM{BlwmH*mnb+<DL+`QD4cxpJX=YPgh#cQ!}cg_Fk|54<Am!vFDCTGBjaDh9QbT_
zGMavx_UqWBGwI=A%8x3^A6Lv+-X!^Z&wQa<G2d3CV-{Rv%U?HK!jj(SdBF8*pf&J%
z6!2?Cp|1}n255ehTKTvUY#(wP=XSf&)Wz{siQ2uy<ENB0ZV%m9mZ`DEl%F3nOr!2T
zqoF1JY5h2pPMcdu_qLwcm(eBW%duA@3>%+(wJW&gb4cJg#fe10OW%|pPWTT@`aJsf
zfk1)Px+mmBBCBKe`OlkK`8F5cdUapDaq@by0(mf@x#3GqiM$1yBD2RT`6ta_HggXT
zT>Rw8({K8Mj3skK$GWz?<{7$;gpf?U)~@oLS8>QmuS*m*`tyom;tu_yc`BS`UMzai
zP_|FBdaX$Dqhwbn>1)fh!-mwpon{R~I}V(%WHqgxI%S{0GwW7+O*QM*BL^mhNv%wA
zo>T4>D&wEb1yn8s#~D|poPN$rg3)Esy?x!_x>?*^GX@d`mMFKB1x%ZCd;@fvvh!<H
zD0eyaRb)}rfKZWcqU)q^RHq!<wD2@%CAD>6#qHHK<1X7SpS;tGgZ`g`oP1ZFc^cRE
zj0f3{6m}MDzSLUi&@nw7cbxF%)Rq3tha*?e<(x`yiO-ztNnGlc53C>8xG=uzsxV`=
zQru=AOVHW8c0IW6IGXvuSo8LbNazf!UyMyBf&W&ijaG8%aIQ^XXoYO@+b*@MEbYCQ
zCZ4ZU_1fNppQK)luVgj|&DUB=MJIDoy7^_3-`{d%6YpB~F``OtaE(-BMth1kdir%z
z653`e*toXTtN8dyucargWcZM86D41GkoBi<6!r5C|4)JD-vns?et7U*ekKEz04|*V
zE<XdsTmOv!4T$<r0yGpLOZztg8Yq_gDL_*NL}$8yu*?iEBKz+oVW13buK)~`eEm)C
zwIkxf%d!4dZuJ+575-@b|6F1PC@26YX8$7P|0jtR5-W||BeC+f2)ARlWL$J~jc}#s
z#JTfJg(MTjanR>LyP$DX^u)x(#;rutY{Y6B1SG!qIi~5+r-cbQnh7r(GgPC)G*6L>
zT@2$rVx%e+XPwVc_x#&}Ct^`)qibcZs;u0yYyH_#MjcmWZGOg8tm<18RiB6er((xw
zN3|0OlsdCqj!fJO;|t0D3fu1y-MW><0v0!1H7oR`9k|KmuJQOna6IR|%E_hrY}4}<
z<s>Xo;^7S%SJyxK3mCR+j9xv{snn6}(ywQip5~dITSU>TBklSa<tp@+!{ntD$99jN
zexiGBQ5@n8+YMI6*$qFbS(yuJ`aU5}@s2)DYx~b3%u$L8kFsyOUvwlk?jHPn#+~t|
zi3Z0_^lZCwUrce{O8QFse2{9==%~2xd*^L&=gH>z$-I{&aZ}m}sixFrOs-c;+}d6H
zR#yf-&qN)<G@c6@_TFlDW>)to6Fx#Xt*36vR90vvj*h#aM`BcE21RF3UhXt$H6t%6
z>NGAiV`DK0H(@a2$7#}B<{u<WC+aZ%Cc=l)rzs#ckv3x}x#A^~8NefOMO^ss5sF}q
z%bDUS`%_=mk=I(`p77J8zSV|3@^bljL*mBaHyq*do6@}l$5t4dQmZVl$J=%AbvRFl
zP5Vz1O&>R_D^E7tDyJ!TE|=C7dUWK`XwTI9Q<DUufmRn?%nj3nGPuI}-?ggJP7Ju6
z7ax~8Hkt+)4f#q-T2m6lYViOO<NB(c^+L;GTC$v8>;5+C{&L?-wS2yE9;+XRH<HGE
z#xiC)Ui<SlUV+%E3N@*zvlY25pSl&%7W{@;uM^26FQxrHt}~)vXU>r+L9zNgA#CXw
z4fE#{_EgLfMOphq2A2zJ=Smkouc}{5PF8&M&N-_xiA;Xk3GqC4x%Fbh6YZnCJ=Wqg
z%TKo0-(&NVLrS}(^ayXXMUoSH7VtEf9JGvRkJm1g+)tZBZP8ChdXeW*ikzh&NfaNP
zeWsCqQ_Jh|n4WK-t$x5!|9$tZKH1ypbVVKaw?~mlF5Dx8m2x?{L#S1%m*QU3%tkU?
z>+=$L(VA(m6!IqTC|z9JeFd(^mll@?mf!1rXe=5FBfTqF8%U^oi}<KNS@7s+w?xsi
zMMJumU){`ujU8p^*5ZRn#B}aX#&ikB_OhORO>s9K#}|C&zzG5c?WS}5W3FVfyjU9Q
zi-K)g4imO|s0+9;$e48Py+X7<mzss`jVCm#RW?h`{!5kxIuJ2h@zzgl*sb@syWDaM
zl9tD$BVLP~;S;(ua`gR!f#<98ep02Dvd@b0R7D16-9KzW=URD{Tjrj{B<Q-yv>RHd
zO8IwJy>&```Vpo~>OGd~R-ARc*^N2DX8-K$S8`Z?-$Hn@=lh|miH9f6j2nWiKbrWA
z#P=$Z8?8O|5lVf6OrbgMvDSAqxj1r}V0qt@XmUaC&dSFsH<N=t`Q>R<iS*ZvQ`t$P
zhwZTUs*9ezCX6=2&EN2u*eGZriLCFne<ctdW__eCX11~k5qOSF$BjSZlFXQqe`TW5
z+Umnvxrz+7FBcT<I&QDseEE=%<ouI6a~cw?@)lui#?$aOeS=v_wHEo<z6$4IN&CBD
z_ZbDSPajoSUcyd6Mp@txvUxuZfi>Mux~)!BXgTW||C?{s><P0~SK(y7-8>gN6W&6f
zQ*BJMX}-4iN>}B3KkhWKAfv1lyDsqU6q_Ugfo27#tu6~9SZTU0@OaEEA}1(E30L3L
zluX*wSYBaG3Gcea{Jw}QU&D`H9gkZ1JUMoTj_&I@UM{w?j<H>#%lwBgcox51a3VP~
zAgr0zd{%=c`wj6r{m|`Fq=)v)!Dk2963)%N%Mdj#5w5%@Q9f-ieQd&5C`D&WUAOED
zxx8cR9SAP#{8ayAl8r*4q{wsoCTWw#>K&FW2*{qkrlO83d?{qDG~qR|JU`oUGUo{{
zR{iZ0{``x?12;bLejUs!9Xr3j>DXy;%9+6=+R5<<$9G?%R74IDr&+^_j>T#odH1ca
zW&NVkC~744IA>>p<aN0Akq#|dRY@xDiLh2U^(&*R%DVgGinb22hn*}>J8@U}Ui3;{
z47&#+Z=&b^A<tMzYt`AsibHm``8?O{9F~w%dA^}p+5_5~!Hjouq7H}9RTm{&SPc1I
z6O}A~H6c9ow&!qGZy{1}@Q~J8z=9cEj(oJ6d=z<tfs=ZAa%A`ovOmpwfHc4;2Fdn@
zO?*;<Bj~~Pd;J)j%!b=%Bq-=p3LhSfn<Fiu=!+v#-ybR#ZF(2J4V6ACwRz0%{40~M
z>0CVfk9}rG&YT#rK(cE{V?HR_3Z<X!-|}=b{Pg;jo43MEyL&uRHa@Y(p4$5xT_?+v
zBN5-o;lec^UtZg)Sikt}*y6&a{qtfg`fe%@mgFDGnP^YwzuQ*I6<Y6geQvPSu`<Fi
zClP-4WcOP_cd|qD3ALv-3qyqVedL9i9~>NS)i>K9Gk(<NP*-~SMrjPuRaK!0^0%ae
zYm27EJ%=-DUnSJeQHD8PoG|?|E`QQ1Ad4FDfUiAT-o)%vj&kQP(XBIycZAjK&(jw>
zk@IG{lZuXCl6yl(KDY5gw){hatlw$+nPf3r&!!<_&5vQ}TC`#|qBbAKwnYWAyY8la
zm|&iq45gGH6cP~Vna(};MDBire;QKgYCK=aSMwkvIQOH2B%^wQM%q0b3{j^Pn4a4w
z(JpfFli4=ix#Bt}QuQq?=-%^L$1Mg_l5{nrmOJ(qbN1ub^Cx*uz0o@#bCZbr>tJl;
zd{2o8>7CMB8uI4J{ZWgL^x@C>%SbJ=g%+2tHO7<72{d^=zjWWj*^e@*wMNN_xVTmG
zE<=h;zHKDWYN?;N%niYKs<=nz^cmuHrbCC0lfArT_d5E`EUxWLsk3k70S;M30daoe
znv#+Q2h-d4;M}nl9`mb#XGUxu3np^P;cT=Xv@;Edr{Bj(hi$iueTh7;a*0)Gi-{~K
zTAAlwG}rTq6NQFX4z0cD%o4S!KY*Qh>nA{235R&NwDq4R3y~R(4A@RKEa!F8)W5{U
z#dLVMJ*~Mtk6hi1A13kek$DqcXN~)z7c9izWU_~7O&zEc&qb35h#r?pOccEOynN>5
z&Db0o{Z8GN8K!c5T#PyiZ!T5koXJCBf<x}d5l*qpJU_8AG<1o!)~+#xUtAoE4oJM0
zeu7hv43jI^UsjQ;rqWcHWbv36Cb%znhE&$ZER~+bBW*0WDaiG0WxILz!H%L&75b0&
zs|Ays>?^*LSln(Wd`c>(kv@C8P4T8~`~1LRANH3m#~dGb%Rkgvc9`w%5bu|oU$7R@
zY^u(A8xtx56TDV=8Y8|)qDwcaOq6N(U}fT5rlHYEd7FqypO4&uMX`g?q&SKsiX}d}
zfXsfipsc}^f}`aWvGNp^O#V|^DQ5yA$~qOItjbJ?lv_-dD;(}^O8Z@(dzh7atfWTa
z%e_sxOR=VeiPrlq$XXeY9YxP4_CFZkT>N<digR3HWX;v}%Cl<o)d%+3CEDvO3kG<G
zX<cgCDk!{W{9-6<tId;)E%64Kd&03r_j5(kOHqEkpA{MjIvK9`3ScO72~%BeAmMsZ
zWS^!)N7tHzwA?p){8|bdTa2KlGzwG`i4ZQbldVlerzzj_gkCwkRT)32z3}Wt@I;3N
z8Qa+*Z(&upddHbtHqA%uU{y+i=j5VzqhbnZ*%oSe1MZJTq-+#)R|=7M5ExKOyfGuF
zepe8Hnlsjao!n9taO<Q7NvR9=;%Or*zQdZRgo+5pa=0^9q>YNI`HPAh<D<6BA7XPe
zt{;8<f%E9`7nMlsn7RXlFV>#lyy9C~dC=DJ+3{;E%ZJC_F%A5=QNrH>`F?2puQv_;
z)6J6aTP5JW0HAG-fCHC^FbMSSRRgJ?J0%4Am#YS#^XF9qX_<f8DWNgH?UaD49(y)N
z!1W3IrU*Fd2hRCD@Q3?8z^OiPqQA4V0nX<^)i&T1KKz&C_TTP8|F_5ONMQ4_dkGmZ
zDgm6s2jPGlHeP_C5;Z_~+XeTJn-??&yJz!q%7Vg=X_(#K(bnXwm{Y|OZ*NyiA|Igz
zzo$mz>}}^6lZX?09g`ef#2<YUuuZ*oKl7Tiz=95N!{=e9fbN|dflIB~6`d3^1^Q`(
z(IbVX?kc8QgeBS+^ezqr>slu1bB+|F<hGl)TfS|rZ*OmGe^A($E>GrEV->UdIF992
zK)AYNoyr|yP2OvgOk#{wRIlJ-TVbjBi=Q`i4^LmknxyS7d+4036d|Or6=WkHXrK3u
zEj=B6zE#C~8PhFROPO=aO2DQr;@SICiFPfKHd|gcRe6~eR|IZ0Ma~YCJPpWkk1A|F
z$lLu))I2qy#9g<8q4Baw6@3N&sRZ@8N8M^qH8OZlsfid5@(Z$K%v1S#no19fjkI91
zavZm+9JazkI&PR#WmVfZg>}w&Iq>F~@SiV>7oa?!jo{Bf92H?}*5Q#%PfuVe;SG11
zRvNtg!B3aJf*w()c3aGaLc+2`PgMO?e49Wb%a;{N%{R|jL{I5mwv$hLeCSIDJ#mTo
z1F;NI|7Z&n{)~*wxP3+Rw}`q=hp5~x80#l>=eu=agjj*h`*fYkV^!Eead+;769YN>
zRpqQ6R!USJ?-9va_F>G~EP4YoE%uV!ki42*F=Y@??cZuw=)C`>>B({bOlSFv=!<W(
zl3pLi8BTdkUVcn9Q+qFqP|@ir@7FvCf4T_FEk4RUf_i8mu`lT^uU6trY$ws^(nd-@
zWXui6S%4U7p}6kGJIk%L&+8UvLZuc>lC^d|>*IL==f0`J(iS1~qdDID*_w0RDJHSo
z<@DmO)E+tnvU$+Z-r9c>#>MikV8sy2xp0M->T*uUde5Zu&Cf?jKk#s{Z_4(mzu>I+
zL@Qd}PVTyFbWHQ?yqZF6#;w-(O?jdjFXH8>eR3yKpA-dKQJs=cDM^k#-f5+ZAvlJj
zz`mv;S$TQt(M*u+!jS0+q5+?ALJx=Wf%O>|W_cAc5>K(LN-JZ(57OCzYnZz&C@obn
z25u{T%-9(R!JwH71RU_;_7~2x9}G`4&27$ocuI9gg24GE0doW+!RKo7FK%}yZyl9C
z#yE9YXtPC)m~>fbgSg<5Ps_*G-j7+W-Ww+tH21okO@tf2(4w*{ktwZ2$}>NUwTDkq
ze#uQaXnOdO_UED5t3%@0rJnZ}kiJ^y%54*)kMS55C3hAIdu~dkL?S4>++H1X)oeX|
zsHo$eZhzL1Br$ttZpn)CZ_|@nuBcX;wTvC%(JB3=NMkvs;Ib(o|FN$ow0i!)OD5HX
z(RQw)wyDL%^G~eQkFkBUQYjvNw9xuhpX=;nvq9n0;T>O19X=7yos8r6BaP%)GIcRL
zc}Z8OCOE{6SfRHjoO8cLTj`M55Qa@Z{wrl#?<*-IX&>0_UTw3>w=!??1x&tubboAt
zA(q!$-<7QzGbzZ7$tCA&CXox}CXvG~7+A7RwLJ7%n<Dp|;mF=LV9chnpr|X8Dpx6#
zFK~ax6Femu$h^4VP8(F9?@e%*^@{M#j&l}gZtERddQr%b%zD+UA>)hDOQ*JTeuW+@
z)Nv*bs@=sEpW8LUi1I(p+oyHCr&|pp;u+MGA?n-bb3le|{?r8Zyx5JRHCEI2<fi#7
zg-_k99QZk!`cE63zn&W-f^j?;=XLa)>O_Bvhg9aXvZ?0NX^!bvlgmc$xd}ZL%DEAq
zT%EI-=1_ged6-XnK)=CpVAfC8c*~=@>)mqe9apNMB%6_lnk)xs^9I8M;=rNt;ujmq
z?sMfv3B6nztp<G}pQL1B8*-2}t&FSD5gBnJOf6)-w_MtRpHZ#zi&@;4n4*8qzWu=b
zr_RZ{7j4s4U7lP}FUg1w;VSpUtkY10hkATUUVpa<Hy+iCzAC58ozJSI=1Z9SISclr
zxZvia<Kl@INh&!V?%z|F+%6g>a9h&hmpzC(eaOC>8+jWw9ot=1DjJ%3#WlzOcAw|M
zO;<HP%KNdWzg~Xda(3RsTiKi4z-2_MS4LNN_6&RG_4f-W`sV^k4r$eQ&DEUgt?DsR
z@u?OMcQ}0`#1?fLUX6@gS`X6J2t0pVSz^!`-N23zdG;z^)sD!u{fHyYZ5!Leai3sf
zDkH*eN6oioh2x?g+}afIn;hf!qxeiB6l2hRD%EFzm3d2ay)7;1y{Yv|^X9!)D<0ms
zJL1PVk4+z0FCiFQ>=NedlMqki)O9dk>ovTc|HgQbnaP2cHI5d0_}D68<ege8`{YqS
z!rJT#?>Wcuaci5GUMCDrw7#yCLwWbVSzF`aXq3vm7KlCCFYNa6+wBMJF4)1b5i+_J
z3(NY;t}vWujIFKh$Z5LZg>c?=RvAjOoP?I^rta<HuABi4r#+aNaF6yo)ypuR<DHJw
zmoB%y5!aj2J8OO8Jko2Hmyp_4M@E4*)g$}yY*L!T<J|fphexHD3*&N)-`-!DbNH6g
zAHL-__o@<WX>{&<t4aFy$0iMP{~}`hJIChIMm4C&YK6D^WGkL|)k0;jX<SA5(YWUJ
zii&fmpJQX#Iz046!Zqz-vB|@VAR9^7x@W_b>-jGU-$oxep}7sQy0qDhV4d1tuscQ|
zd6KT&My}}FH3HZXI%1}tt^+N>GV|n2jw_;aYN;nl>9WSLtFb3)j;^XbTg#h|dX&Yj
z`0ag7)txH(_jKGs8;)CD?*<(zChtw5EG20!acl(p_63ekp9w8$&baBeR7UVs{@cjA
z3c=48KQvt6wv#~9Rb}?(83%|zF%04KIAy*)hn%{r1o5Hh&Oi%fc$eQ9U(B4c54M!)
zCc2z6R_IJRGZXb7hYi`()O*!n+kx=<J^QUoN@0`wXrHaOPiT4~it<+9q75!RW$`$2
zgZ<lstQBXG-e8{|-dk*OvV>1wW%rgXzd#nfNm&ltE>O5|VLDKTz2Ra{f74+49qTb0
zd6O`mkjgsqVULe83ekd+$B~TO`?+W3M!0>v0@qF1Hxrnj24^Qcy6gS0SMZY~%V?~e
z)Ujr&$K*`hFGX)Tk%r5dq+H^y9%L(b%+L4IXgzc~q%*&UedPQR+98o1x+k>0Q^T{_
zcW5m-eaW|APNE-1%fH?=y>HuQdzs8@2$zyaJg^een$)+o^`6_h%!DUxbx_TC+;ZTB
z(*wjow}a*fsPb9}E?m7NHYxtO%;8S0WLLb_)#T_l)P&BPkDm*^of{PIR@V?;G_mY7
zpkw%|!Zz`c{W_{@!u6!4Y|XnTWp<s0s^@8pd%nKdJ{J@3uy~wx@M#`TmJp+g%K4&b
z<<Hmd+#fZHXzj7p{I+E47AD=NL;6AR0^24>pWF>9s%2W?X%k|h1;xAc%u#$_a>Yzn
z_M_}QUyvAHbGU2e^r60>p<+CV>G}C4@7gmj-xfU6L<eI+f`a|zZXf0|Z1cV8Ona2Q
zyTUt;ueC_|y2$e(<SU1#T&?TPp+x=<9?2+%zIuY)it^Ju(W5`~Rw3={gIL(=(QQJZ
zvJ~i_3v}S}?yijdS354~|64mQd&~~~uk5(s6+!;ZjthR7y~oxQ-saNYZO5)Prl0F(
zD}BA)JE{oO9-A!kN@2iC9=IF~bpo%(DhPeJeOCzT;i4d9iPnef`>EpGJ+vYMaHbIk
zX3i0w&N41SN{W>7N{)c3KAc3Dqn`wDhZb0^2SR}x&I-J$CVCpYAVQdIn75xdU=#`(
z=I!MZC>y3AgpVQ%z@Rrw2#QAu@>CGA(l>$z0d|=@Jpki@k}{GA2?R<U>I&Ss$A$U^
zcmkH9q=kSa16*8XO@OPqI|%|V1))9GK0;BFz5#A9!1{>{432~$krDugL|`~z1}aR#
zCy)=w4^N1P)sJXCfs%NdB!TPCFb^vjLJ|(!&1m;@3$&pDX6)$X8yut{6ddf~B8zl!
zLOMHRWF%bBu2=~K0_P$D=<>iNq@6KXKvhu66%BXX&CYKRnZM)*1OOSLfO-HRSwOSE
zCD<7kpdh4aqzBb>_YDl%QSE}t0D6c*u<ynHUr`0L&EIPQXwdJ~AP?Zk>I14tuHkCH
zK1>k_N1!C&QW9{q83G}Tl#zwQ#o!3wTORfsCeZjmRMh|+xPALCqVB=m6V*4s3}6XG
zb3obLH`GVj&kwjUk5}5=$qygtJB~aIY@t1M^S`bwM?Zc2f3GiZZ;+uuJXtkg=U~wK
zn6}#g3A_BSTiC_<2f=>90bcmN;o=PYZW%2QXk-LHv5T`TU}nwR5#VgcpEV2vI8sPa
z9taEq?X@Z5d!Dja&<^0`0rn(WFF^fRK`2bZWykD|5YSS1Y?qzZ@bXaH0r2r)Khye4
zTj9Nco((h`?8msFND2KPeg1a|{TwU-%?JgdP;e;xQy2Zm3<KNk)xv-4)PO}fJQD*W
z4A@JA)nvgg2A2X%+aUmL8?bi?!Qnyx8qf>>72}5{cUS<<70~UGq6CMdoexwRjRy4m
zT%kLD2rL3L8VG)%KHvRNSSirF<S%{*EF4g2`{9R%B7ek(1In1c;UYo(<y}84U>*$b
zKw$9-M7#cg%FK@dyguHK0OZdA8SvNYegpt2c&MGUP|{dXk$yJ>4<LY|0s0-k_yG>k
zeBy6@NI0N&_lqAw2B?WY{E(nZ_b+%zB%lKRho3a4&;2_d=J$L7RV`4J^%p!8P}zT`
z2Pz8wiiZUB3x6*g5(!%I{S^-(4XUL6>Ia7-LG!fW=SLgEQ9z6S<_BPb8sNX+A(4Nk
zheSz(Km7449vb~;T}dIazn25xXHc^DYg{B2RLA_?4_w6j<|p$fuSo-@%6`LxqkxX{
zyB``3s;vK-9-x)>M>$Xk#2;-A7_Iv~E&_u975aWj4=`c#2hDJd6sR=!3my`v``_CL
z324dvPBY*KYN`Jc7lA<migv&H0eOJdDSpL+OZ~}1DAe9QjE{gsp+Exyzr+Rn{_G2Y
zR`&1ZK)|K`;57sajs3k|fE5rZ2mdV(sXzJxfG6`iEeH$-uwM6TTm(uQ{zrRAqyOM>
zBnmC{dtCv3pi=N}v`8a<=To3-{lRM}I9BHOa-gITfAW<S68?L;0jiOI@CFk7XZ-<o
zB|vi-yYvMGI08Co0f41wD9qF&0?;DGKmm*0zJQ%pP>~G^)An)og#r;k^V`~LP+NJ7
zl(aMogTi1CYHAv2HIx)e6$4jO*U(Uvfh)^k)fN9U2Hy5|AYd&u2tR+IuxP+mh=72)
zp#~+G6R@wK0ZmtbpM{`%Cn{hkA%)zXsAvFlD&Lo}(7(@k0LI=a@0X;0ne%9X%?%AW
zwc<0!Tf*HXW7mE;m=>V32Q0J#p%`%7ftmnb;GxTorCPwTtLFzI01bpk_-?Uv*ZFrV
z>3BMSH&hO^(T=Th05}9-DEs*M0(k>^-uRUF5{$Rf`)>qecWk8mGr`y$>%RcP|DIrQ
zfCB5{7m9&S_oJo%R>fF=6aTe}u{-t){(qquZyx10ig&F-<9YLM6wBas{{Mw3fF;29
zBK_~{7#uu*uVXx?;JLyU;GbRQ#$)dC%C6l8=<k~SKR5-{Qw1E~wNC*V24I90WO~4F
z$E*ib20v5)?q9W>p)&Yk1N8r47z7TuKr7IA%OFTJ8gTB~fdHi=-nc*mTqxe$h>@wj
z*{>Xf&t|7I5(wZ%=imP^0Na4iPWVsgpYZ?5A5?n>%`Zp+qcpgx1RpHm22%uAHelGU
z!45Pqi|*osZzO=T8|Od0L0mjOkOr6z_(%aO9T~vl6S!!V238;7gNK0?Eoh1Yguw?-
z1JKC3Vc735=-$Nx<AN|S-Ta6r1Ejy32Ivo_1JVG#rGVpKkY+p#;DInm&+Z%a-!0P*
z+5sF82J2=wZ1)Y~?-+FX8HT41h_jm}U?U1Jc@5+PywSjF6$R8G7zVy~^8;xB4Ve7M
z01Vji07?fsz|w;;@FfCcevb`?fw947H)VW8FhB;#5+o0VL9##u5D|oTn{>A*yKj(G
zJb7Roz=jO4g59ACXgYj4pj{b|d|<JG2JFWmfj9VoVZclW1vft+3_f^&uvr0o43PKk
zvrEHnGwpqY1;w)k5DzTu?z5Zb?t5>X-(ir=e)rpTgX{v*vs-DuzrnnJ_XFL#?6CU=
z)A+{+w5#)P;rJ=<$B?ymS+J`(j|BS2?yL&>fd&=+I*5F?mw=K2Mw?#@Apq|07r?PH
z2*C04A_GDiaO&Y4@pf{+LF=b=1<<u?A_0VVY$@zQT2K&D4*70S0gD9F)prcrv9EwY
zNXdZiy*3v>{GCO_ufr$c4SIn0GN85+Xlbk@e$6HUEU|YWfDHjdVPKa4xOvA980GiQ
zu{(>9-JxC;FmCYu_f!CjW8WvDA11ef6$`Lz#jjYvYyl^D1^>4xa3|i61Wf@R-yP#s
zO%Z@uqrXJ~liiJ?2}IeQ1b?Lz%xxD-1MK!YNx?M0;b0dAn*1-*+|FWbH?khi$1TVm
z>|9{Y?%eDEMB6{FcI?#AjyXRX%CNj^HZOemF#Dp`4P%oTjjG<>;m<zPK1-bn&F_2=
z&Q`o^l=-L*X+tfMzY^M0a5t3JbGoG4f;3x-UUyI+JdE~3n^RQa(bc!EtuH>^BbF1d
zxAfgg@=ZQdftm2%_k7`ghQt1CV$-2?iwMCe_U7yJA%UxNi7gY4PpO`CygBw^^;5%$
zH=Wn|z47r&ndY0F`!qKd_FHC8H8`j0w!R%U=uYkJQxZmOFRY!ZsOKurB@wiL*?b#0
zpDboyXY}>%quvbq3t64Wu502gZthPkGKQ!n<|;a@IV)oVOZqBr)b(ZzDyC<$X`gxA
zC!i5e#wOyFQQz84c_`utbFQ6M;;ob`W~o*l65eHzN2b$7xX_pNbH(^-#S{)59w!xZ
zli?y;PH@PkVdVFeW_(#MrH1q7n{5~M<kS|jupT`aab!>`Cxs&zNncUvoi140Jxc0v
z)>x?5eNZ>eX4*SfS==e3mWGg#Z$yeRn`7EL|3n!@o<^d<>+TupmQsUHGxy?3qjW`&
zI6XV6e<Y(;;9|NB&bvrRK%=EJ&iI3EnfXxWXIp^ab6c4lt6S1+G+UWg)80j;AO$T*
zfYvxmL5*<R4;i!A{1e>|=^NQd=50*~m?{jwjL#7=0%Xy{(eFw05@l=7nh!}+W&>oM
zJkegt<R|sML+9G3I^%<XkoXW&ZyA&2&9Sh>8`|>4pr5z`=fR=bae{CJL$MYj8GF#F
za&ZWKpNwDUkuL4=OHnQI7t7HVb?fu&*3Yx@<|L_x*S(I8ynMDnboBXxb&L0LR+Bb|
zmhr(+K3ne>ukSQf)6IWNzI00b)q%rO_emm??+(w&Ua;6O)L$;NU#wgIXq#4i^rd~4
zhE7;LVTr=x{ZAhCwg)If*5e9?YltRQiRr0ghbDE`4%OPD7-Dc;SL-tUKFg2hb6<L{
zx+!5n-5cq~61UQ<wv^ycLhs}qQ|5N}*xe4J+fNBn=<fFV9)C=p)JSqiK!s}M5>0E3
zXwI`|7pwHJ6g|9|kiwP1{DNo1sG|k)7IR-};X?&m;m4b7t1~}V#JEjv99ylC9pYLO
zsc|+~zRcXWe7eqH;OrN#8db6`-HvPSa%!(40!^L7t{j>S*I+*<S)R_b<k|tug7Wcl
z-uy#@Nw8K;+sWSQ8d-BvayK={TNe-OdX7wsS-QiVPMQ>?^u|gW8T3@wY}7n)8)3GP
zx@*gsAZOk1x#Cvaq}W>Cu;a07MM*XFA~7a2;_^CrXBJN}6@KA{63H@~2=f~8lZX)=
zVbVEg$aSRu)!ShUj;DlKB%v{cp-*^8B=gy$M^&^igqBg;`>=O7IHPa(Q<F`e&ms^$
zp_@xU=XS3~x6<Ol*O9EwFv$q@ZvyJ0J{kp_bXzRuBzb)&CtSG4jEN2Oh-Cs^QE?*?
zwY+(3EG7nKx7i~M=x>*1kDDTDi}Ku$^~KF#jjLikKP&egoL(^&XBU|)kCxP@IwYM&
zAX{lVGfpp4TQ3sC@{FrslrTD8rT&5n<|}p6Tjir<zN)StAGlo;&s)|#64FBN*s!vg
znq2Na_}ED$+wW-uw|WNJ!W0+nSKP&tI+xC^JBw&zh=`?$<^F)gos_rC484bNH@Xmd
zPdP=a#9W;`)rk&S{G3K5QK!aM$aG$rVcwwR;t?tVnU90?%&k?E>u%49Sal9Um~rGS
zKK&N<{X;=xDPNaf*bPZjKV^d*y6Vkr*_Z^y3JASA&AW(DNl7}gM*Kx349!?fWfsq;
zjBp_1t(qt2XkV2|7io{B@aKFZIAapV^b%U7({akOj)9+{UZ0#VWG*tE%O}Gr%dYr&
z2Bn%EHzCb^3zz5L(i{3b9w%Css4y%<_^%51-}WhuXi%LE*0yu(^!U645eR;%6>{fG
z<JC=K&0E2(^xpY~UuqCZCH}o~9K&XvbOR%ebzFYTsy5*sWZwGa*IK0mWkNEXx`sZ*
zy(aZiQ?C`+KrZRoUOihU-9K`$aXGs(rvG_zkJTHULGrrcHIpYUK#pSiMxQR%m1dm=
z>>1_;*qJ)y8pSk!IyBJsLWr^0TZ_V^jWH&jokE3eCFboY^lU@s)8dlNFK@dhB?3;|
zI2+(fKWywT@E94NmKr~57Q+|9j`T;(Cpoc7%}B8eb#M!|qxW@OaWQICD}(C87E8XC
z&7DRxpVhpakTlojVV2FzI*K-Iv<T2iLAtD;<Ww=b5P-;g7Ypqwdslu1sT;Z-j-!6;
zeZEVxF5-EngK&T8y!XD~M4Fs;q%kcOu!wn^l>d*hZ;r04$=*)VNq5k(ZL4E;)Uj<l
z>Daby+qTV)ZQHh!@4o1ndA~KkwdS9@*Ezd(?Ok=M?m16Ag(Ac-{Ql~5$nJGp|0hZr
z71lVG(LTN09ryFyZCN&h6$^y;Y=vzm>y>TRU*{e;tiI<ZJIb^AbJaiFt%(GbGh%Yu
zB}GgiC!>)pi?b+h6mjTfSv{Y2i}Xh#V1&7NOJVFEzO6GAp5C){-3}#(ZAox;{#?6&
z!9P3)|23`J8a%339zMA$fBy+yF*<z>>spXNegB!Fl%;9U58PxT5<(T+x1Qn54#Iyl
zNMpKcF5UQ-Dg^e8o2lHX<}*CUGskxPxUi3gs*C0x1xMxZO_hPP*ml~;b}Z|G6(eR<
zDb=ovR5fKj!>M5z*w-(%H2oFE<-2A1iv|tA$kcxQ{4L*jh116Cyl<^4;adtOCBTtf
z9Br`N14%nR9i|{228ba@vwl|zapK3DG--g_Z{zPbiE%}8#L!}utRTEE3xoJ2b2|RA
zdhsJ<Ex#Ksntfz?SniZ-g`Ol=Bi+*Rz$pl(BtA&$bAQlU!D6&7l2p~t^@V2<Jk;D$
zjL`x_C4UM)5A)BGVv{D1;u-%g!RM2yC$wt2iIeF}{wa~rL8#ghtUpKtGg`-ypx+`-
zvbyxEYnF(x9~Fd%NR^P(MD-WnnT*S?g>wjOG)os;{pWCooc$T!HEPNkA{N^Z$nVdU
zXY~?Q;Z9|DA!g-H6?Ye9Uaif;bSRwq#72Zpy>(ggDCVrCCXE!pk*Y7H0%EW99AS(h
zQ?CXM^%1LL>+O$nwNgVAOfUi%sm=Hua1Ib7Rr5}|oB}UlPYqe)`t)NeXzXA^0_J$9
z%Pb_?RZ!+hA-Z%Xo{-v67(+)+d58@P!jhfNjkXN&*QFPy@rm*eMUL<MNg~y}*H=bK
z#clHFLvV_-%<&Gxv#jOGQ$U{Wn9nJ>XJLiw=oF?f2)Np(u4=%V#l!hVK~E@Yq*@jc
zDt0ASz(`>(uFBQk9#;0Aktzu@Ru1+7FH79x^W&{%*D)Z0_p<i|Q&+8v1NwC*WoFm1
z`vDgYO&jnZG;A%Y;0|sj5oQmQ%dEGqMGsWyqNYq?^((c7b32G%mnmbeX{WUrvw0<J
zwM7U0c1&k}NTV$3)@#fIsnxbBw69f^FrCmKEas>{yco1TEBj(Ju%2<xXD$XVz4UMQ
zrj^5(1=}|+aF?1h2-^DAxN5h)yqw$%l2venVpnpUFBP^d<A!)&B~aMd%a=zU+OEaL
zW2D+(o~2lvu2S##`ZN`xc}@!`l)H2fsHnKJRxm4oIxAsceyk;|DGh{tw@XweS=Tkk
zcvMz?x@Notp&x6_wA}C*TK{-#d}kMbN^}q#LTQy)8-I~^2VG*)--t}jeQyd`WEa1R
zA=h=0Y(S%ODC~Vkbd7l63M5tbymB)AdbyLWzcD{xT5p(ojJR?hacZ^PhpHWMHGb&z
zlrRT@!I!E(zh>gvxy+St3JAZ0uWA;(+c9wM8Pp)-M8D3Ut<@ED>m|Z7Ezz*m{l;TF
z`<z+yds~q$n%1m}?mfq8Mo{6B=-A!P!a|Mq+>I@ClxI!lh!PONHk?;zrsvZDbl+3H
zI=^lPKHpB}Q7Rvp>%wb)L}$09RYwzWp(YW<;+RD(@5~qsW#|;edMA^<2PX2{x7OyT
z``$L~j|g|udyB@m?W(?}^ntF5_A*xku+?egHtci04XOawN%$Af6pqn}pxiem!yvl4
z=3ilj^Amh-cc|FSX#FPG)a!=sf*@#uiZ*D;ffGKSbA5xT3k1F+SosG})a{!RC=C*g
z;;7=D%WDfKAXaIwSPSwXS7(SllC9t0i(r1F1waW!BYL(Nam%mBVR2+k55wNP3shQ;
zuk#SnR^MLaLPPb^&F+kr_?u~Yki&oD6q<{eF|jSDIZ{Ct;zzQH@P<1@Ja3D7BTRc@
zvee{C<s{5~-ky0|pI}Sv=eViRW6lnmBM^<P&0t`DWqIQP*>g`iW)(luN}6htWq&xv
z_^9+Gfk0gUHEjk7#%!YA1?4AVMx2(WMSLnSEloL4D1exrx`46F_2efR$F*MB#=LcF
z2CTy?aTjJOB`#SY&Gm(prp&^IIseUWK`gA~v249GG)z*e6#gYI<@k+0UzOL*=;J}6
z68hDwW+ybvw9*<Y)oN^MuO8hyr(5z4dTkmm<{fH68CB@dk-^_^=r`g9u(7`Z*?*25
z{xwSc8*2RrqGbK+d`bY~`ZuCvW%wJc{Rw0Nqi27Q6aFXg`^)ZM8U8Pb@~>=voBUsh
z@-J_{Q~e)^@*k1>31xp9{0l{XWBuPyWWDN&1!g0P`@$b6@*B>L$C0z>>MkQ#%IEq}
zU*9}fJrgr2$}uzya*K{!ftOaJXj?*|U|FQX<}Msl*yj87pIXAl{bSqL$0;%PVrV7{
zciYz+PA!(GiIrs5yZaX1;Qd;Hek7~=<Me<9#8ByCMnhvW+iSAIe1oui8qHdCu^a<v
zDhYQjM3lYg8Eh)+WoWrhiBzF0=1UbGEl&<tHCj){7_nMf?J8u~by?1htCzOzYTtfJ
z&=Awf->j<Es99OaTRgGWXsBm~@eV^!70VTWGbA9-E*n>2UvM*Pj8d;jOXWA^YEUDi
z0PGw{z=Z1?=Rn_h<dcG6&Kj2hS0%Zd)@<D;=0`_EKwgkH<}Z@BuNQlTP`tFLKdEfW
z#f;7veGJVm0{tsAAE4mXD}MT0fx(CZQoYDe73*s1O!$L;FGWZYM^KkgO4j#}M9O^t
zYi5*c=9rX7fwJ)Y&+`$ogg*%XP%I0Za{Z-{C<{mR<Mrp0oTQ;Y{Dy#O7lRRoDmFGi
z;!7f1TRoIjJ?myhZ%i=vABtbHH-9S_jj3+84ZW$B@>kwTuQ&E69b$sQ8QFX>qk>El
z{oDf#oD;Qz2ZxS(j8o+Ldas|Jt*9FEidc5x$(Q%zbnBj))p3WRiz8cCY&K$A4W))#
zUec_0PYqkw;_tlWnVdP-ElQcl8}o6=?{Rze0jF6UhkKeXz)IAbGuXUDpN85ytKi@q
zn`&Tlc?f7CuTVokcy?KGf_P{09puPuuf?!E9$rqy!~Og^&%Mqa#qq&hnC6czX^Ox?
zpNIrDV3kZcR-S40bZ#GBoT3L6cP3Sunn^gLV=^2?*`+&A`?jIYUglk+aH@nFA(AKu
zuT;J-ZH9>Lm(z8QS^%S>-c)r78+?A%lLnG$T^s*#BaJ;g=g(N6cG=&c{87^a*8}E4
z(^<Sc01}%o#v!lMS?AzUQgwOLKyfS<Q*_J&kB?5De`hmm_sdzWtkmd)U*0sH1FZgq
z+`k^X<Dk_>t2{KNtjRIOi&$1k)R&8gf$~KFNkJ!i;cg!^%1;68F6`7StL(7KGW0&t
zr;QwDE|A`XS0o~8%Fu_HUD;P_v#Kz_tI_K~h4A3gP1kxkwbhrD1JH2KQ!<Ppxk$e^
z?(2Nc-Gn_YOs=E^{s~SDdtLV(qn{VLqI)xXAxL0=ttW&ke|WQH&OZmQ%vOI$<5w~S
z);I4@Bn)+~^SnGpF|CKm27=lkM7lT`$bohH+HflGY&%7b@bB5?JooUDOYpJ5bVp%N
zA_(F!&_7iphbR)X>E)r547!l&u;?J{KgSC8+0?-cyM;JLBYs=*3VzZ*qa)t}AweER
zSTgC_^$Yoy97f`xmmH5x0#72%_gS2I)H6hsq8u~`MAdlit_e6^jM`vsR960S(3Lq?
zl%&WnDcgp#A#T@*sz1B|AuNYoDC7{mKe}62oaBd1Fx}E9MzpRCO}D<E@He(2UGb2N
zZvJ%MLxjE8i(e5*${`SI$|2-c4!0R&NmKBjKd=}=jN(YcrndnQNRKQC-0`G2XErE!
zAgl*Lu`jF!Tp(F{dz>hVF<b>!eEwHh%{Er<Cg>JaGGDl^>LGl55VZjVv56@;x!Lx2
zd_8$>tXc>P5(6`G$8lLvkz3;`!*QKD_!x0~^g>zT(PPk<Tcj|&>`|g95JE!X)2~E2
zL@k6lNE6-?5lQl4Lk3~NNQn95*?CA1Bs=<iWULh3`V-n9Fr5?r)i%Uq{AAdO!v;P_
zNz&j{MzZ3odb_KRhG9NCbovpiUAkOs_6bslwyYQo{_DudcH6Nc(ES>^WU(T|a$HYe
z8NFkM^RlMp&vy^b^vkpd@A&B$dFAcyu!2sd@fF7NgG=-HKK;rn@`Q*Am%)Zg+>RAc
z=tlV#bGq>D*L8;`+{Tvd5J&voD6D+G2M;A~Y1lf4j7q`N#B)!syVPN@?;(3}$#)`1
zCwVrO!?TV&$3pPOPfHcHu?M#(I|MNy@)vD{S?F%&ZQDg7qIu|JBpnWN$A?H#p)%Uz
zS*$4B3TdK|BJ3N`HYA^6=u>Q@m-7h7XOEjia~xg<(XHrMc?z2BQeFp6d)=CKQ`|cY
zX4Fkhei#jxV~^f9oIHdf?u;MIaD+HP*7XaU8BWLKs}d9!s$%5JQj<s4&k7Q$1~8jU
z+fXd0CkzskN<b!s-~e`UZ6n(C3o9I?Y9yy0o54Z!C&z<Q(~BIl#()4y6|2t2*)+zJ
zOhFD;l+PJM6_yf)B5Y_{Cr^<vmo*D19i+lh>x0H=!zP@`*p{ifMoP{uq=p*KVB&`)
z!m8Urq)#S@wF?k0K}x=95g*jomCry=FqBNeLoC7}4Tq}v65WwyMM$DfLBY^vAU@p)
zw9tll|Masbzg)uF*(kE<R=(A~%RXhZY-?Gl@wOO<y4R12#tRZFo?U<>Oe~rWh44pW
zI=@#uCxutaGE(yQt9*gpvZ?MY;GwB;0jkhayeM)Sqd_DIdP3;dK%8Wr0X{_ih+nB+
z#$@$l(w}9G<uxV!`W2z#UHA;;^o2zk^xXo=BFAu&)0Vz++%2Xee)%+#w_UgvhK#iW
z?mf;2iF!q~zCvavoKo<LN(J-1&bxT*cDCnJ@*w+m#9#q)!w*9#b3yl3i{MF;2h2Bk
z^g{BQu0v3jPEwpG`*X}_wsBegfM0|9A>wxfVj@PpQ*AF=_7&+V6xfkJy%261kOmFc
zI9O!Hql|$~e8Q@UnCHGG)9WSIbcp-!6kVZ73#U-7WSYE+tTTR*bt5Y&=LQ`eT5+E{
z9m>Y<ARHOA3_P#WXMef;qPf*p@s`esOkMo;a>od!f*N?;vE-?)1Lb=hSb&GSHK_h`
z=?9;pfVy~<-{|)(H_zU|$<4G)p@~6O4@hS6s}>mJ-lrVPBKm3O)|k4$oq{r0YLoLp
zb6Y38tuCl#`3D7TzfSUukP=M74P2bz??<pLnvH615eJ%&#itWI@wdlHcP^pLEbmE(
zmC=jB??gzgUfsgcY@oB3$#@sz5eSvqrk(CQBtT-a{gdACo>@<@MZJ@j@3^zh$cTQD
zg?gD&QNbd;B^^KSTeqc|nA#K*blwt=qOb0p^j~YvQGvC7<?f?|qid2**fNtzb8;oz
z6+GWn!bhe=JH3wd-5Aw;dOp~#UTsu<Im*U|1rHc@EpquR$0gs|u)6Nd(F4C$>8Ot)
z@rz~C;1Q_kB1`5*e(s@rcDJJw{jLNDccoI8^>Iv?^<s?u!srd+@Ib@!7yN2*km+{;
zMHu^KW3y;_?ggi$73}eV?8n19T9u^S7HAX{t-5cGE<Sg|lnXdKEeW?B3mLVMW9u6~
z;_j^6sYv<CQgdMuJz3xfMmb}HgXh@rJtbh-kMTRpz93xZ3E6^f)<oD<KXGRds09Ax
zz<0TM8yl${te1*Q-In(1sJbl=L=$=oECFk4#j&V`O60{UI^r^qIJ?(#oSWg|xn6p!
z_FT)7b>@F}(Hq1-W~B9m9x8}T%bK#%<1J8w%hdQPN?tPp&9{?n3L8$kJx{5MyfR{I
zO2JaRBq0JbSJ7rX;-x+6!Oo8xBj&n@+uJ^0ebzfcJJrel9MC$%(yiZ*-)C+`zLbDF
zY;L9KFa0EK{(86c*0JbBh!-6gBd=4O6Hr*QwQR<`cQ#N9BQJ9#c`>@#8BV*>sI33s
z<VQa^vbp*LcRGO*cY2N-uCj-e5r-_Q>m|=+YPx^_K+pA%LS*LT;3UEm_T+S&f;2ZK
z;%Iqie1cu&ag%oTxmf$T%1OyBWUSzt2?+ON%m?B8giAv@<DnmPV)x|Qi#hN#1h7g|
z2KwP`Dl0@O%Rha-zZ%-4v$6J)rBH}UcH>~Tb-Gcm(Y)3l)jdhv-u^7UiB_aJ(zKVW
z4~|0Ikx9)W;v~zX3S+xK^`%6^^<ni%fG_%M`tl7_MtD8Kak^Zvkig6H3$AAq-}NJ1
z=RJut)qS8gYnKyS*}6i(W(=j<ysh?Yl6vGOz0KUI16qse_Ux9?%d+kH+x7AB$phtW
z&Vu)6%amu86Nc_P>yPZ$!@YF}rLlv{+9ES4yQZ+BZv-Fdk1vhfX-5?a=EkMH{WX@q
z-nCD)yajSS-i{AMm>DBK4Z$65Z9nXxb!{-E+N7o{_y~ewqV3`0007#{9yGoFg~CQ0
zx8Ppi3+XX4^X^Ixmy7y4D4Ay`Mu*bf_O6)5(1T7urBnC|cBcW8s_-n^R;7`E1*`2M
zur<$DE#9Q`7?~bh666M9xsmD|ee~ss&M!XX{@CpbhmfFw{jZLoR1US`%a_zuTLjpc
z)N%Tz;Cjvdndg&i%_hG-R$K7vD`>Qp`c@vxYd?TjvtLL5J6`;A#>}7S=^uFU_bDQO
zPMY~oy!h8?1^>j0e@tloHv`G~$9%T`pMhlk)9yD)`|&^F#XqzCZSsHO#Xr6MPW8Xw
zMZjc-e^Zvf@gn25KM3CciFI6wz+^#i&&>RWOUz?&<1wU*dm7w+0%{#L3K}Yq7Kl@9
zRDh`Q*>otPQ}5G(;{(!*V1wDxl0+EK3;<OeUsja}A1~eY$Bs~rCqN^XsaVivynd2$
z9P5uoO#^dqcg05=;O>rN@{i9D(E_EVYF$@<Wz?&Du-%%}UNn0UtLL0;HScw3JbgND
zqB;uJz`k6<G7Ym@q#MfDz8R1l_8F7>kT!h3xnn_{;E+#LLVG;Ep7YnapmCbwJK|1E
zg@O;GDl?2wQ*oMLMwK;@v0|$$qpfIRj#l;8hI))rkyvI%y;MdL)mJo66)&sXZkTk|
zGEWsN3)^e~5-XmogH{~BZX+~-WF0DtwNmRPLenzd3Ph<%Y4Ap)l-E%=WHQG*8Yv?&
zC(JKakTTJon@R*^DJUvenlU|9Qpi|;Opaad@+@0wq9$Zw3ZfG%qg;V!a>v*k#-A~{
z+L*@}srWq~;D%bp#FWWIEG|_UdKh33U!WM<z~3A^m$lk$Ds7?5MCMq9A)lfwvEs5<
zfNdW~;p?UIgU@6mMwVUm?lxa>rXhNI)O4CzHbwO=jzkgLJ$WwAJnwJszk{KzPie4^
zD<GMuparE}wpw*3_{`;uf6Y^Fpp%nS?+aA}J-c9w4+>)DTw9SuL$;|3gTt8mT>~d#
zFC~5j*_DU!0qme9bbl_yJTf)abfaozEkj}D-W8wt>->pC{r4)Dk@Ne#64S*KOKv9@
zH`evC6XKeoH;YCKl+*q1D~Th=BKA!i^CQof@09mB>XperL#I|7hEZMQ{#Y01Dx*N{
z44SBdqQ>$|eD&j_7Doo6L^mf|k~eX;ZQwDnWmhx?R4xaFiE3Z#Ihd_#pOQ64k8-p>
zorOeHcnY<UDUFrbaC>6;!GI}IT?f5?ufiF&|Ez!>S|#!6#*14%=+j4(a|R5RiQgtE
z;m1h_m;BAZG8=B7a|2Cc=Qu7Ua!#DlM_FnhLb}0^pJf~pKUR1&`n@xm?VH_u=#`o&
z%DhdJ@AL;W#Kuo-RJc|53nck!HB&0Y_S{1+jtZ6+Mr=m*r>E-Bhu6_jXp4EI-|#*o
ziuty!R!9P)%Q?Xt#|?U4mGpPeq-u%XL&o>6P`Gz%WBAoVP%#~+?t>xTTMT3=bot8W
zr}i)e6w%AtU)qT+NY##6P#Kimr%O>$4~r{Ga|J8!Tt5{d3EB2SnWX;|B3RRV1C!?j
z=Vu^By)=GbwDJ?5PTGY!(U|oL$M^>I)BXc%QJj{ukDDvhe>X*xY?RhMi}SgWAIR?e
z3t=XXc25l~2xyTs8UH2#-N_V#ITGYdTf^}YOJL3Q%Z!3N3ri<~DRBzrtI5-Im39%9
zNV|c?-cwZAmMKv^I-K!~a}DGbjUdHNarN$&4}KFVv=txEOJXnJiWuUf^3uhJ;&<WD
zhGZj=NY6`(lU_RYhtZ218l2Rd_Y=ALDhFru&E$&!@B1M6xWA-KjBSQq4R!&q44>pT
z=M0_eVIxlR9!`pox+@a_li+N8B3}XYmLde1U@Qe`aybGjpQ)kKC9s3yoKrsK#O&!+
zQgM^*vsiHm{P13%hdyt*PbA5@(@^+!5fH(219{E?BAD@d)6D%u<Jz*kA{R^yl7vi@
z9NMyMBtrrbLul!vINu=Rb!_;}a>yhoZ=mSdu=TZnmGFJ0gA|oAw&8+D!V~#v%j@rU
z>@xx8FPsD}8v7{|1<A&ws)`|ig#HjXJ{f^2nX^Iz1%{7V#RA`e%NdQ7P&5Ny^a&0Q
z>?@>j?iv{xN4KAZna>by8-#Pva6*QfablnZC4YcOW;YR7BBN^vs&IC0)@ocK1j&gT
zv#T?oH53PYT)x1SKc}_uC%{RznobqVVKBlS6VU}xWP!1q!EY5Zf&+<OOKda8Rs~!s
ziq!P1So3RWMREFxv}kkn>I1Q$tm*v*tmdo}X%6_PUra+rO;8v14jI>(6NbYU)7i#K
zvB_W*Y!Ue`oFCH;$|*rCuO<~OpVJO(&_Izj&YkVBI7-H?PjYt#%bRypNg`SVqMT#G
zwuqDfM+Go$&stZ2$HI^`<B80TNY|-|^a;RdS9_uP2Kk;|m*xF{1nm+S^oGbV$VWm0
zIUy}&4yTwgrTA&?4Zd1CpRUP<8vre}&~HM_V#gbc7lxUR^rU*jzAMR|$YD}LKSWzM
z7RqKM6@!(AWL@FIs)Kv-*`P^~F8nP*(FHWYfIZHLMhzB-#2h6_T(J;OxQJ8PCHV_*
zbQP{NciJokN_H3BAZE8n5`5CIcQNOh4!%n?!#;nG62E+gkod)Q(2=aRVtN8)My~1<
zWcBCz#~`snoBk^GeFl^Gaci(>cogxD2tL%I)-+PNW?7H4?d|UA0BJ<fqgn9LT|YJ^
z6(I*%>-%^YC{Po+-4n8;y6suhETzfDytLS10age#z*09RdcKhwTna>V5?eNS^afsZ
zMz%dFiyxnjQw}EMIH<Mba?fh_+u#-j!zR^XB+_~0oU1qM#<TkKSvbYMW+*7^jOY3r
zN~tjXnmR{`|B)>n88PVw11;tRGPXO}HVC-CKWWx7H@&k$T_;yg?q65T*(;PSlNd3{
z2Sc4CGF!Eyd+MN$?;CKM{^Lf4wU*siaPI*rrHf>BGTfIk%szKszhQ`%?%<WtVpl-|
zjwTqhZY>Hh@~NasvykF-FKLRo<<6;B2Ug-wHzN}LgFy#m>`J8B47?=Hj*PVGJHrt(
z%Ah=R=J@Vl8Rm6dA!k3i{@#G6=uOY#xz!Hry{V)2-b#(;41{*K=EcccM|;$kNB6s}
zv6Mu>4>;6AB)^EWl#Qj<8XYwkPY#FfguU#Rm9veB>cnnYU%7rS2>&m_rq<aokTba=
z`HU3V_v*q`9kXm#pv@`w8=}Eev570-Y&c4?CiU857IM}5R_Y2XKiXVdmaxxNINyE5
z?ljuNe|=DG#M`g@>fl~ga-GL^Z8w{L#F<FHYAxB}nL5HPZ5&~G)|?t5(bOZC>p)W;
ze%g$>DANYQWJ?y0L?Qw$z)S3=rAR;tlVtudRXXgN|JbN#6P|@XR1R-xT{~mBO0cw^
zmtt?fcrz=Zh<J0;n7XoV_Qcg_DM@HO3(3f^Y~}SsgH2AoH;w*I%@5n*=2X;B`rOE!
z&3^uQZfK%3;spLq?q2!~6UfQ2Q}00;hDk!^4P1SFA+<nt10gyo_<ll-Sw#w4?-nd;
zqo;hW)x{O{$<R>)S(MV<(apF+_X^Ibdwc03C;daf5##x3DDz7QpIw@VgQEVoc25R7
zrnHlWgSuH)2S~MBH}?pGVD*LCGOiK&dt<^8+QH6!pgSh2tvr{-vm=U}Ru43V>Q!u$
z^vOB?7GoO~+vUjHX&ST_-R4OFzKfvuHbU_6T*6jDIHi@<Wag~b{PDDO?GqvX%8pKt
zcVySMvyB(Z44$`FRiSQS(=2cgC6JW{Z6zdGrM+ywc{*a2UC{>|W{lcn^R+Jj6_}WU
zlN^aQPK-7;wTp<cXLncB+11|XskLf`Dn`c1nK@zHpQcsvZz#QTjk7rqZ{}YxEv3_P
z_VUO{G&YosAin7kZFX3|aL7KUjLG!aU{)!84!3VUuQ1YWjk6oFDPo!1DF`Xrw=2(T
z>kV=@1h1Q@*k-Z&@E)AQx*u@T5OmM7=rZMIuIt)iD16%!`n8>sv`E6R5{eHK!uM&X
z&m?H#b3I~eeBeBAc9lrBF+!^>N|{i7wf$X#YNMsFNFzE?aS*Zqk(c)PN#k9}`Rj6M
zYmUH?bdjtJu^cL>&;wn41kLPa?JA#hDAJ@A<zcLsyMt;>4-tU#=LKIXFJf)xjalNv
z;-x}>OPKvGz;YT65^T?#j7K1D1&_}*1E4imaWt_KoY?RQ(OcBtY|LQHTULqFrG3KF
zGOlDuiJ`uk7me(raf9n}$bD(~5vGBCPFD`klWH<DS5n{?SXoQ;Vz3lT@}o)0aH3FS
zzmMUig*_{a<0M41Bu?UqOVOvDa+l{*MZ#Wn@DVlkTM%!9BiKttPR~`rQaN30U5gq;
z^;A0bP;hIA!V4G1`A&-vhIwUX>6Rn^*dqsls2oe2ARQmo7hT@x+iLZ%3czk02eIN5
zF{KxtuUiP+R|DH2k4`*a!^-kIbxmt6(;~&(79ckDxNTIcM%D~{3r1pRKbV5g$4;-W
zPgrc@R+VHvRXVH)K?~%U?!24dWt?g@J{%lehUPJ&*IyD%b$h)&I8D6cH*J-yO%-dm
znHJ{U_`-RH5@2wi{`#=R=*5UoTAK)DdR?<nD4$5gTMe@S%75qaike>^t$?p=b<STC
zO04(GA5j^VP8DXPYt`L|TOr)aL9E;!Yx@9Os*TNTFz9?e@;qc#-^j(e?lv~Bo{$|S
zm|!IbxgSJ;+kvGf3G_)D;xqPLoivw__8J4wrfJWe-f+K=7IiR0W2PA*4075?I^15{
z)jno`%_#kmgc<mda6ak-PnXu%-vha+Yux+%ftGroX_GeSbpAUi{r6Ib{{*FfEyMT?
z_5K5tvi)^}^FKi8AM^141C+A;bxiX==h^;c_pc297f||Fw!cmOFHriIx8JG$2T=Og
z5|rNtzd<QI-5(1r{s&N6uc~H=$%5jskO>X|rGJo^Tx=FKV;~Z~%l*31w>nheXD0dR
zKM4EpE*1&iT3`MkF&ku&R@AjaZ3AA%**2P^W=~F*p7xN5O9Q@5mz69%abF!(B&T=g
z_eGzqpc5i_qQj?HrLv7MHm{G{k)#tZMAk;ya^md{Y&R@YCk>_Pg^h-qDn$8jea&P`
z)}sA`#2mdzm6)RP=y+c^m1w-)Lni5LapRWTwHB;(XnsF1<<Of?5f{}h+E1?6=h#^-
z8ok!hXJ}=|@Qp)MmMxUk8ReJdQ%SG3t2kP8AZgY|X9=FQGvknxZxS!%H)a1!ex`3Y
z1I9$WY(++mubn=~YTFx>2(G8jFDovR3K1(TF(9}@EE`)r1t1aa%oqVABD!7NaX6|N
zK;ipKcII!zH)ASL-Rfv%lAGCU!GNG)#>lYM$UZ@we3w5H1!Y&y>Qm{O6ER_jDr1V>
zm0{<74iE%b2h~T<+Wn=#RKcVL_l5LN%hJ%F^dMqBB%8yeO-P9d|16P5qL&LGLys1X
zC;3Yl{;delFZf%bJ*j+nclTALMxt>|YPa*I@stc6(}eyr3m*IoGsMf+ks9Vsg!t(G
z<SEA7puneoQ_n#bqRRPQVDe={0EzjYuY4BDR1C9{s=E-i;vy7M;y%u5<Iuij7HTRr
z9I|?LZ9fI~05;z>5ZF6bpq{O|x^P#Z5|c_=GosY*T-{kYtkCTF9MCq#g4u(0+R<q_
z;-ipsZRIG%cYR?`hZEi<mCZ0k!Pt3sVKcn6{hYW%-xoegBoI!gZYXMtx&HK6(Ia}7
z?VT_-@!mhBs_adl_XRG|ADL_X1F_7XSi1OnZF`jNh@N7bPvPQ50z`ofGRQ;cII77X
z3hE<?42O1<{1Tl-<!R$#uR}RaL~j{P%kp}zGL!*dU3>SnwZ?gnPNk*p$JU+L&x1lp
zC@n?<&GcA)g)fTWLs3}eiMa(#<AH7p9je4RvZbTsMQak|W#(5JW}zC*!<03f>ntD%
z!rw`tMLP`@9YV=UdI&B`?%?qtN+FL$7MFQcrgS%U$12&JGcQIa1YUh&uw-(^z{TpS
zTspgSBAI{{fG1)_CAXf`x9eCOp`;r2pIJBN31LI;({~1aWG=tl&x|I<cro!$)XHQ1
zL0yKMC|%bHJ+h6%i|CI(PK!3O$_+P+)`$@sXL${|5nU6<6S&PM!O~JO)kiI0BO*V{
zSW_$?5viq_z&uAi;UfCDeA)u+eW#DP6^9L!j25LVn~%toas&<pWP%9{ikGX)6GG}W
z3&Dd?Jv_yLH$uMtOB_gFj%TzODJq*Bj}U=J@DeRb1b7M2D=(maO5GbuwZ7d9Xjhh}
zrwTMmhX%N>NK)O9Bk`#WglE3bYnD9GS}Ytyqj)?Di5<pzw+txgX?YKr+z=$o0T@WO
z*k2h0&MPep$YdCSXB!kxFguL^68^9S2?3}Y2~O4laxe)g3ceT$5y}LX1;nn$V4iN4
z!;cvx1v39L52r&isEG#1AVo6JrYVRtiI;v4{u)RP?~0zVAe!%Pu5?%uii;PKtg!G2
zIZ-Mff-cC^HChY`FoLDT`PoZOIHv+HPX3g2x8^6jWDve>Ng%e28e!Q~kA0F52J={P
zeMvTnF0RYu?PPsP7$^CVfvH&@i*1G@S-0T>f8fY$h+xhZ)GItXjJh1iwUih`BAJ+y
zxfs<15QJjhIB{TfTogh)%W?3@;HJhnHpu-f6n)`JLjO^uC=tZyDUma2E*SwYDk-4g
zKD~SXRm?g@KK2~6WlV}?(J}W~hk7Xk^^~S}@;XKFdRpKrx)S1bbxt)JWFHamU#(1V
zJZ+_4`Wj1->O1%R@`It`L_=ezDdraYlE(+*a<#!rQY}vWIB1fv@gS|_*%p4Dbrjf_
zey+jSUx@(h9hm|hDol|vr+SAx30h8UKpK1y^J)?2Ec0_Wjj+7<)+_IZ8pkMy6gStz
zNj1I2M}|cNmh(A`ep~@Wl=vz1Zi3S~dQ9`Qn=ug~6?ntc=BKNxyD=u~PG6PlQGrtd
z?MWd|W@x}-7)Fi!551ilQy#7i!^6CgU}7Wd9i6&ll<@mxPt>EsqNk`NQTXC2rYOFM
zB9i>kN0^`BE?Fs2yq8VfpC~X3P4wh_MEi?Y=_n%Jk>5JwK$5}RyS+sFka3IZB+U%=
z@=|2t7a?2olb{vbf<&cl{UDQ-bF75DM|~n(_=yXN`SXh&XBEkX@*fVphNt~<m-(@f
z$r6Ox!3_=<f^HSJ1jCAEiOiu=b8-;Xtdp~3nJu2ExlIKH)w1utn+mZyiR2BG%k!6t
zSnG+C*3na#Pl3ill-Gs+42~x+SN|%CLyTUhrQX96GyT<{G$%gTBtKxilO<k<oFd~E
z$e1&B6t%`P?#Va|@)`S%nBsKJzaJ);jw`38xV%XpqGU3xzsN3RSQRzb#^gAcuKc#T
zJgOR<8Q3_5{#24cwHYb?k}*U^q6B1top;Zv&Dxf;9D%+eo-GHt2WEv>z>hh3BM!ER
zRYFEY5K$95yM|yZ9<zBz=4qe%j6z7>I6LAQX@8PqQz_k~@Yi;~$}nZWtfmQ_foobt
zm8Z6Ki;YQ34X5DVqO@~aB`0t6mYt+<ip~<s0`9JRJL%Iw+v;O&bC}y={9VN9&u!OI
z;-`y_?~`Z~q_5fXtkOR{NF$wpP<(hWN%AT_bu^VaN<p1+0b!7geP*SfQFVxF`>+EQ
z6TYQCGl3>_ueI^RUBlgZBwsA*Yo*A7HVW!sQ;jKDN6A~lofoLL6m}Q0IDY#M5hy!Z
z&_-E`_p0%plz4{rq~ob|D(r}MSFyAS*ix$}Qoxb1I8UjwOc8Um{eB?aDZEec`b*qm
z(}Q5hD1KIeqsM&41(9a=>|)?!uFfU1Lf91Xl~IJJFZ<W_oe$phMmpX@C!af?0P!%4
zggNu}mHn5Rip}~Q@RQCZq<1rxjqhOf6(I^5<!^;73XR~8^l3mWhxM22&4bF7Jnxs%
z@+a4g+(MkDpSQ0n5hpTJ?+<AQe^mdhy5Dh^IEVk5{~-MYS<pt?C{f*f=io=UtYtYw
zl=79G8*PLe=vd8Io;zVq;~P`+2@O?yNnqeUCIXC6B2n59joJlmtK4v+hG);8WFxi!
z3Jm&i7E3zqn|iPJPggIDfbE?rZUdbN(|I*zx4E7}aUo^PcAGJryr04cu4im7(ig9H
zJTiBUEjC1bC0vi+u9QAokBT!Sqp76BUmx6N`QlukxMXF8xy*h6qA3wZO?|_5NwaHe
zAk2B-R_}ZYP=DfY9)Dmvgc93u3bLN{q`~ZJJ=>gLu@c(xPPsR6H)fVPix;zn9a3@(
zJhz|iY8Kk9#CtB2;k(&xj52E(guu9Kgw$^<zFg`@+pisA;@jykyRRqR{za*}pL!z)
zAR9}TBt`D`8d!gZcxey*MK;!MVE5S1WFPea$i{Z|$AH!;0NMD&^(Wbglo={vr5G&z
zq+an>uIS1XkMFV^Bd=TB=2MvPW<IY!oLU(BC)G$>zu8$&yTYQZ|6=9!C)MbV`X|-6
zM+cx9889A@gg3vJYS!6xyzfn(u87JyK0meWZ1l3P#10P?<>|HTSKZY{psc@$Ra#Ia
zaZ#<KWV*G}xI=gCbSg{t09Zh<y&OuCNAV8odt=){X6`c*_&KW$+`AGdFpNc$c-)kz
zdkzjL&ur%|f;kPr4q7)3`<Yoxr>VdpWhEue;8q``)*|LpzOUImbu0z_&sC7eUrO;U
zhT|)j;~gi;wTO_0CW|%FuJ)uUv)9Svo#g8(Jsyt+#E2p@YbY&a0^J&613rbZyd9ex
zK+-h#)kb{k)w5ypQi~aJY3-jhz%GR0UTMs*&D>8+-0)D%LT!g+bkb6)#K?rGfN7oR
zk4=1;)O^b5naHX6KE1`6(*uBXR!pz`$@dP60Vo{mFfWFuP<kKWR2a7>irf-49nPmB
z0X(pYwUz-u?;V<`se2;C#`0C(G9Fi6QMcS<mC^VdmCpsQ_!Ok;+%k>TBp<`2z5{!(
z4mDCx)1DhgcT<VwF&D+RTJ0Fj93GLTbx~w?Jsa5}qgMM(Raj`fN}otbwc;+rM2O4K
zT_eDVZzdgInc&39%{I#U)bLov_b*P$<*gc_H^z@GTMhQ5V~g<@xm8{P3k70Nv|lI6
zPHa!MzXk|&L2rD1!6iW0gZi(K?yn`E{{%R6cyuhR^i1>sjPp0*VWbD_Pw~G&o>O-y
zZTbGWk7QRzmQ*vGRJfS2Pxt#G!XOa9Abr9p*FYjp;J^qt&QV_=cKZ#TiFifiqX<Ik
zk>X{u6yZ0-c*2b1Rr3gZ$WX5Qi@c1zWkY7a=znx3ulZ?jl|H&7y*#|r9E>I>GcXt#
zj;Fa=)~E!*M?;AJ7(++2z^JCbpR*+@-w;A-vf>vsR4lgMN7Mbnf*|r!2(Tl)j*IKc
zTOSvi$n9b>JR%8<XSc07kVvRpFke|N$*!Tofa3AwdW5Fy{;nh%`hC_Neohf0zoy)P
zq_FUDg4!k8^K@>9vAT<-#ru20#H1(o^-wIm;6ZqBQB!yk_w$2>imZmZlKn?rYY=sZ
zZ&14i{X{_>DGs}Y*%$}E#YN)6SlRnb01jY4+nK+`gCX?fWRU;-uoC<Y-AIus&ZuC6
zIe4+RYM?bIr_QB2Alc#q!N5&;w5B?ztm$@ALdxB*Bk|^nQhM`&rP4Ke!`n??px&G}
zh4k&yy&{~zDqZWS>W>}r(8Y{}#}b9P1f;@%JZ!v%C4MBcN*Yb+g|j5s`3P*Gc3C-f
z4U|}9+^=uF{5S&k^>@rdMDaabP?eRn33JeF_bI5=t#lnyBv<W|&l!j9F81!(QpZZq
zcpc*Wu<r9a$Qd2?q8~4vwHnG6MC~j!=X{x;iq(`|NhFx39UCmUnPrW_p;DIG`hL<&
z;Hw}B>*s-{_$h?;G-1_nMy-jdPXAQ;`I75PW<*h0XfqUPLM%f1lSx%%9;-lkz(Mt!
zxH8aggrw3SU&wfl#(GBobE|(fDpemA%oo+l+5OAp7(o_4fA%j9F=+I@C^McAt1i-y
z^~Y+T0#6Ax9)GNeM8+=ER}1??B2&m0NoVu*Phgwn>aE;0Yz6XRUT^4?{-IEp`etJ`
z;~SRuOXBZj|4Q#4@?qg5;h+~L(+_K@)8cj|oHHHT?Dvtb05GGh@~pfjlvjAgyd=xz
z``hN~gF`<CJy0<r+3x^1_TEp2!@b-wD&sc7!G;vp3bq?s-%1@%>KgO`VKud_%e`wN
zHrlPr9qfUS(23>pVldOKyEPWq3Fyi9i;rh$V%_;BFA_Kol@oX})`m10nC}Bz8>zon
zDmjum@JC8d(HAGy<ZeP?;7HI9QUMt>Cq{qY2L#Rl0_=k#76I=8Sw<(UJCMjiv;n2r
zKo{SKeC12fZbb5N>x5?+PA7yr;0xMEAW^GV-_NoHPBojpMYxaJqBd#S__Mg2{-1p|
z@SG@!eK)}09Wg|GyJn2PHTlbS1$t)|Y}tKsV$b(6nhf7e-t^3+68(hBi*gz5v%%ks
zRcMR^{bi!S?h<Pl2v;IGB9<|rrfXmt{L<QIL!1zs)R;3IBoohx#=uu94{Jcn1R?x$
zCY2LTIM_s?^`_jR;Xopz!lel#jvKoK5N($F0IIw&Vt1%9f)ky@=S*OaG*L3xwzvYX
z#3}hpo689k5{XZhSx1}kJ`*{719T}80-Fl*Up1+npvSDR@>MB-D|2Np+2lW4<l79u
zmlP&%GIt-yf<1DUfM!b7VrNc)bYm7lwndk8rxyLXBBw@rMJf5z8NcsE3-aNYG6cEK
zcemLX4gKnna>6R^ILUe0&xq>=K@HT2_^PKW3ccBxMRIB2vmpS59caw92I9f82I&#G
zNm;aX1-~Xnz1f+!(shCOs$|FUDB99{h5wd<;#-+Ry!kMbZhQwsEpX=RQ(2(p^$~Cm
zqV;1W`$nyMVR~)z<PhibZWDL%;!yK4@Gx<+v+$)0_p@gvPPUe}Wmf!V<TS-)_~ylw
zo*nn&&MnX*;w|2ACekbUGqh+%0n_FLxJBWHk7Z7Mgzv2ANf*nE%O&+K$EDE`{y=M8
zya()i+NSyKx5t~hZfmawh<A|hknaTMpdX*U?>|Dd6FrXHf<8L9AiPH2#_eFc2wZYc
z&1`ZE!n{*FdMt~ic72Gac5CHQZ?=MZrf1l<Nwk_!K4RWtJ>r;t+7O%ISkGZG!F=TE
z-pE1i+9*K9elg~52Yrv&tO9ujGIwkfxtPZ7hJ}2`d4qU$U*1|2!v%lGZ-;z`KLh3F
z_jEYTjyz(z?5%@(MRdV_m0Lb@^5sH&1#buTh`aZ}MSQh&nW;{VnBlslJ*2**1^b{p
zb8M3&J;c5QoQ!)Z=kpN`<CR(9*!>~-rF&x1b@L<Z0lW2(${pxEe)Hh)$ED{q{=m;$
zCik!J;hP)NI+quRhy$5NZJVfv43`e<Am>@R5$UGlAISr^ogqo@O7JtCNOW&v{}ym`
zZ%}}%|0W_slRVV>Zg&U@a8c>rY~g3P|1FY&jt2O}xk+@N>ELG~gOfbu`)+dq36bgE
zih_=W04f6AXLx`rDCs>p=qNMzU!oXr1&HKt5e&EjB>78tDEHm=0y06Nd#egM!VOJ&
zul`TrA>4QS1E6k+pnC&W68F3i>c8~`TmuS}6?F7PK%ARQ_n8-d1{RQgMbOd3Kg1V6
zNO-!>zyLMCA1eIJ20Yyx_P@kKXi|q(-|ZVg!3Cg@=79TvApREAfGY&Lw?72n=6_rv
z(79&@9lh|2Z;<Lfa{<(VNF@Fx9zv2jl=^Pl0a+r`xmN}qxdIXr>OSKDQozx<HwGQG
z3W#q|>pok+&o~0ytM%Qk5fpUd|Nl2=be~TE_x}<X0H28fOF&k{y3aqkbCYlif7vk=
ze3<Dz`+k%ry`M9M98DC_y>Y|M^jB847odZziX@1<^m@kaSU>4f+n@2@bUvFzLn1GH
zo$gdR@>;2{-8TAS2;Q_#^2f{M&wqUNpH3+i_iMv9*Zu5wYoh(0pDMQ3L_N>S9+!Bp
z+j=qy{+06e<5Q(J?7Kz&%NBLTrNy4ZP~_8`BPBAo%pkYAf_vk0r|&MZTf4;XoQs;~
zFOQByFvjLy*N-7T=BD#66qTkjA(1~s)cafKkh$JVwuN}EkDUKu@{L02#bVF>Nw@vk
zB7eIR__%e>-dkV3q7mY+Hy|MB1&od@O{FJ`J=-VUH)7oEmXHaw66veVJ_R@RIjg@S
zhwl7G8SO&v@yqW`-)s7uo^)Xe9zxmvD615b(v^k1KR31f6(OE|XvaTIBAGPzTH`nN
zLch~IfyY0e%~5#dG=(^pQofpGhu{J?yPn=L^ZtI*ZmagjEr#2*ls=8boF~%Wx9t+j
zAG4GdKL&4meq1RbbA!~7U%8}a{eI0_m&3=brmwD6?5_dpMk4$HP!5~UwirO^FqN*X
z6*hhv^-sXq2w(rhN3M|Qrb36B##U$XRmUG5TH`}9$p8<m<gZ675gB)4?(?sYh57(p
z2!i%^K(UE#uls+Aaq;DQ^rrl2AqD(anU2iOVT?5L4-bT9PL}`=cTH~9S231w@*Cyy
zul&}?fG77j!v`ouO4ZiF3h3|8jF6w<MKa$9*WOIuO}S66`#lofe6xPnRHaIDPbNyq
zBmAUbc*{Skwr@Wmy4#A$vmV#}Y5P3!HA(9&fC<o!)cZ3*0@OJuJsc)~?Q2>h{`txC
zM-5jnJxhiXNlj3`6)GhDxEMkG66A^9)Z_WBjIaOhmx7!5$ltAL!EyPY#VM{sb#~Sm
z(>fc_>R=UqJ@NV-og?L53i{QJFHQ07KORf8I<naMx`yZ8?S+;92MFVCjHOX$$cAt6
zUkz+b^zqM5)VN#nkD3+?DTjS}l-`83q}#mi2ecRmhda;DvR8=x3T|V=$nSO1{gGa3
zA!q;e)u9jc^sEVpu28ds^%YRxZGU_6dw^96Z*@?7J<XERviU~`8PtsDTWgV-z+ESJ
zyY8O?)E@WYwJ6|o&QiU9p-g>ir;@@0bhTDV;~(`$VumKT)+*NrYiaHOQ9yDJ@b$I*
zcXMN+{PbsIa1vj%`iHNidFB|9PfwQV9%R3?I+|!@GDF#JKE^2kPXxJQTMF2+>5mXM
z*~<S}E}7?LG)TytBtVEC*Zm^=Z#4ToG?jUPXC?UHSvd_n!o;wB@TGEk;Xixz2k;;b
zBr(Y~^DbVs;IuT()rA~O4nKi^j|pS^w0O<5OM3qn-tz+efRRQ;%#DLm=EkQP86&V*
zBEE|axlIxi&qu6^%S1XtKxf_Q!(HD{;C;6qt5`Z#4UihG&x3BKy9<cJ_x(Z)i#5qz
ztfkAh!F6R_-LB^%AS58@7f8OJ@tyC7kFU5l@cY`UTR7LcX2xe&$M#go(r9AAt7Lc;
zfspSlgB8IMXlymG6GBM2SxsWR(Hgum^ZD!!`NBoyiKePqD(~MVLgi+ri-*EQDe~`w
zmFNkPUNXYK^TQ>Y*<i2N(BYp#-twY^pq@1GU3p=ketaUHk&n(^REdr;nMhHprm7|T
zv}R84lqZyz=zJSoD1q}i=(F&BS5S)tl@%GH4^mQcjR-+ID&QC^A$|R2Ujq6jFb6h@
z+NN2q^ZmBbu&Ao4SFS6E1Wg3GUP<`gGcIdB|LOj34jL_M5?^!Wua_n@h6^6gMiLs)
zO$24qj7<1VuIe~j)zc;hF2j49(C@o`5f+51*qtY4I2tW1!#S%I6w7Wc8H}9EpPpEb
zpQvK~a`xbQt`d_`5g4iYc4<SUa}NrpClY#db81HSS^kmpF)gi@GIVg4SfCcE)wS<3
zD8!&Pq>8S4<dm@kzl@1>@w#p28<-Krh|LW_&#4JM{8K-AcIvCi(qq6FFADMDbPCs1
zYFNj(!P@TG4gzO;3#381Js-lc`Y_H$b48dMk~QLLcSRgo6%j3nEyk$IlD4WMJsMzu
z`3I#d`F-y6d4^`)Xp)Z&p{3=5AUa{3ffoEd_x5hEm{^DgaSPdwQlG#%ae73+Gt3eW
zs!?S49?W(^1h#+p4*?JD%tvSQnD05`MR?uUQ><m?)*hlDDBM(GmKPf4C@J1y?N9rh
zMw;2^_~rT{K_iV~0&Rw_LJ|+bZ3WG_1+~sHps!A$tW#@e&xhllT)(_5l99<BP%gRU
z6WLB`N%{3RIEkf()D?GCS58;OY{s9v)9q=3*(j?v9VCzxj|%{A<wtVoHlU9>85Q{C
zcmYD|S?%0*HJ1!5f;|pma()zzZqGvd`%wnxj5b<{ILSv(lhjlk7%I`E7y}lRaJy@_
z$f_#b#iB9mltzT1e!~j3CAn>yu?;JccZ3_x#G!A>h|~rLk}3_OJ25R(fE{Z_Y6#-W
z3<O3(R<Onx2$1ypY7X`|*(_Bw3}puH8`&DxkaZ_iGa^OgtB{%+_<LCds`6PZYpU`Q
z3wFO-@&jq5q%Kg<k+&N=y%z}2?tQPs;|i4xPQ2#JkZ}sAL6;OL%|m_0pHK@*5hxc#
z3UU*{B$O$*Ak&kdCSe;1!!|$|W*nyvCEMAICiu=$SqdBE8$ZEqdCj>uOv*e`y<exZ
zwnr#W<jH%on|n(q{6jDf4L{%e7>|QTb->{%b}TtrB!M~4+Ff87V}|3%S#t^lE9Lgf
z6XKD`v4A0x+bRYefhkNq4DLBX%oh&-v1<1iE}VUQ+?-BtqNk`=x_(wQ^N6EVJC`I>
z$Rsz)r*DFWs<fW`4pIClPj6!Ya^^%cVT0%G<eFxc!nszXT(d*u@N(kXwy8a3ul%~U
zBE^Ws^@U`r%H_#|YQ^EwJ*zis1`m2}IC7d`5^|CO5BkX~l@}tbx{cq1&jZAP%jceJ
z6Cz7>5;E$u*dyz(ku8m7oYB^~c|zg{WiiKe>#kPttxjIIFfO07R9@$gjKUN3rwzQl
zyHbrkSOQ$HTVN#@?%^L%6?_?moep~kL$(4OsgxSD3yt@Tn1Ofv?I5C{Ls5!+s=@hc
zL%3>P$!@Lc#DdFyj1VUE4E;81(-<iD_lF5%-n=3w)p?EDN0!~gYd-O<{)|Pci`li4
z#WO;h;OYL8Du5s5c>ZRbow*w$PAdR1A5wmBDdV7R^tJqQhPdbGwE?9%VSDXXre~>q
z2j#5zGYnml+4crbOm-Q{hAm;4Akh-$IJ$0IcYMv4gFx0&>A2T^gx`G0&{0ZLwSlcE
zkimccRA=1=g2|ic`b#7zG?0N8qm9T<eIMsk&VZ6T{VQhL7?hz<#?ZQyzOVZaHEH}i
zx33JU9yYk5{(P3UIuw}lyP5~<r!<&r$PfIEp)ahC=H+d|n)oAzY`l`O1H=A+9j&U{
z=cx0!5k|l@L_b`iPoN!o9eTNZ=POn!Rth=FILc=zTKLliSR|G5N@ti(&gaS(nm0;Y
z7bGa?XVFujYo@Z$5TH?dS$*eEf6c?HQBA;2j4@RGVz81l(ndDYev=yUCsW!5k;Zq(
zg%gwUvH>C84a;(mf+d_IIQaA(_wXre_Deq3D=${sLf9u{?_>4)mhqGbX7vxoO5i)b
zau(6{>W08>DO(6eNH*Htwx}DQd9EW)Dn=j5ENeWKIPA|?iM}`K_Q4g;1W}T+nJDbo
z_9*L$?3U!`_3bRR4~8eMwXUuVVy4SgL}IK-nVDKT{5tYF;#-6%%R$RU%Sp>ZjCzE>
z1jED8UxG-e38*QkNzULU`1twc`NVq&F>L+VhOzWK_-hFclG74x*GH$2_GkC0hNHje
zoG>^3A|?rD<P0gCX!s093Vn_4;CuVEKn}bE2G9#h7@R=Jpyi>ag(tjH^9!Y)kwi0d
zs<Zf_P^dGux4>3UOLq27_^}h6+U-Qz!-Bb&Ql>pmt7O2N{j==x(A~L%pGo~2<Xi;f
zR=QzBud8X^?s8VYu1^UHdZiNdtRi7`l7qj?6~W1WnVwF))?dXUxyk4r%VG!gr*KZN
z1%2n5Tciroe9}FqP^HduL&!}ntHXm*78nN6jQ_{hR|Un<MeF{A1cF0whv4q+?(Q%^
zfFQ%*?gV#t4el_wySohT!QI_2r|MRn`*3%y-K)F0x_UkI!`{6<xrAbB{Opu}{RsL8
z^q10YmvYa--@AiQgDLXcJw#%SEpTWx;fc&x5N}pk$3dse;ElfaX+4slxRg14JHmrg
zuzw61|Hd}){+&YVqEK)9JJJ5#Dl?eJ$bc*O$|aY(%^<$(AI#)3ZI2Wjku^(dhf8_~
zWkv@~T1T*ZO#@>7tX+>MJW($XU)=yzU&xx_FLP>WftrQ64YRd)iC%)r(!SXGrlM$J
zhg=S4hIm^&HD6PoIPboGhNvu16u&XiLROY37trmUxa#)el+xqN5wL(Q&L&44E9iD>
zVGgV6!?WHn>QxM*>fpI6-#%}h*Cm1aqq2NGec=%o=Z>rL3JJ%VV<1B1!Zu3CA7a=r
z`0-`LyYfmyTC-l#9@@O2XfQqGsWuIR#(w=rcziPjPZgR}-T`d^S!NWQ-i~`YqM$Io
zoNd%$NC9@!wFH*PPQTs$!grPtA`H^j?}guuoW4th&1HNptvaXy1<wniShsnrKb-qt
zr{=I9`;X}MXImFumm^X)$$tx(ay1AV`JA|S0xI{pc2>3LG;cOSvB$xZjWsfr`)60y
z9_sA`o0K)?6B*URE{C#K<xgpkY5T=L#m~slN(MB+a%U#*3jG*20V=~y>3Z9SyJpH9
zX8dsTPgi0SJf%vhb$Kf|WelY_<J(4xVb$p&Ic|3NZNMA!eV;h%wM6mTtA0&KddbLW
z)FOF;dIdab8>=dcjfs8EKI{0^2^+5FJJ*w)qUJk01m~N@m!l{T+m7N5G4SHaEnY_f
zRfliJPBlgJ2Y0`r`EHnEUyJ0hWSHZ70=l?&*bzl0p(huQ-e@*+=JH!D4WDbXw=%#b
zBg3TK+YZpEFJxo6K{<FnA~ng#Fp%)uhKL{$n*n+2;_no?30%Yl^43xBfa}3Qoz=_z
zkJ0Shr74AOe*Q~>$|xM0yg%;1BKEG_PO(~6#=dX>|M^dOdwrv0Bf}&C(y4d17%$Hs
z*aQOCb!TLc87DUof>KVl9rw~`swelUI!U17zMH`$9@{nFJT;&!0I%>mu-v-Hu1a#t
zs!n+f&C+i6ay(LDYfG_EYe@kBcYYJDoPKml_d_fPY|rnPK9}%Q!Z1!%sS3u|&SihL
zflbL+FprH`=|@(OL!p9-igH-YHf;usgou&a9Er+X|G;r5burHq2E|~Q@slyZAmedA
zxAVVmjD#{MS<N4EiAY`Wrj0F+eUKmTHvxH}<E+YYZ&mJ?l%6+;63gn(xhJp)GZJjF
zv~Icpvk&Gx`aT1^xLhk*#uj;JI51=M@RB%1T8n#zEWIgi<v{ZGc<6TI>jXYlp}8UJ
z0u%3$tf5odB-Yg=<VhR9mPsvZqMYlpruIpD*{cF68OgZf^r}zizPVk&11~!UTRF}q
z8Igz^MS|4msSi5RS!`gdnRMI<G|Y*#)o9v1)@I&s*M=Rcb%(oPjsxyJ+SS;2r4p~A
zovr-*F>hspudgBb$*V#v=4Lh3G;?|{2ZNjJ)A_iN*Eko+N3FQ)jnHe)bY8tV=d;s+
zO&F%TY@LLT`qEQ%IEISeY#L<>`iZSSo%N5|N>^GOZ&Xen93C^aRE^xMAM-9Tw@!Nh
z!Yy8f1Ksr)N>6$}uo$O;xLELG(?|z1BQQSP7C4)-1DJ&chIs&MYt6UqMqBFs#rnZi
zH-d9W7*NM3>Hk3>f4d(71fk!c3vyR`e7`*lSg<k0y$pM^DkR~0^}lixImtUf_WS*0
z0#;+OQut=!)G~qlIOgfR^do`w9F<)|%*6a|Y%4JDyocV?DLJ+xx;!$9KeDErJ*<5M
z=7(5Pm4=tN%VX+lxW7j-HB|~SMswT44j~J3MC%_v^dBGmNdAKF|5Y}xKAS6JY!>+v
zKG66~Acuf8Ky&~fk4F%S5Q@;2c#j*LrGR!;M-XEAe)Uug=<h1C!mP}f=AC$+p{pm1
z^MWRF9-NWI6S0M`?J6KyacQ!BQNqDTV;T>A(ZLw5za{CAnjMyvI%3{PuRB7$5fe&N
z4`~`8jb`eu1D5W%TevIp3Mi~<V`d1$#Y)LuX@^nkZY?SLVeBmJaEGqh9#Ka)S>?sW
zM#nK_Ph!t7UEv8t7`SGJ6vnX!5Sbz@W4kqeVzJqw*~bX#j$k~J-+OCGql#e8L>|nq
zoG#^_1rUC(5)$(X7N^)TF^DNO&8TXx$*vZ5I<&e7&|oNVL2zg#t<gJ%T5Ei22WG}t
z)~-loi3{0OGwan{0toG$&@mzFw|o_YP`v(9P|*0HRGCzE9RrF$l-@?Gbh)TG#4)a%
zvxHmzlc8rBKR3Zd=DrPfG-tX)w8*Zs`x>j{sm3~?(HIN#)meh~==10)Lges5e(mPy
z_fVF}TJghQUwHtHKo3i+l>!8YZK`XK1#!nWK4hcyt~{^~eU(yyUg0O#CORrQzgi;3
zJfz2oO(9n|UFznD^z@jnKHz<_Ghr?Fsc2urI{&_YN3g=09Vz6@Bv$~+doxJivXB!1
z%PePD^b0Fs8HY1_;y2wA?ZV)O$%PCr4Pw(MlWAMK-n()_#XPU-wAz2Z2_Y%+MewKH
zmD*=7%$rfSv}eZaI_xI_xP-zlju0eOn5s=VTiKA^fou2)_p|u>zB6CzkI9<IwST5$
z)yR%V_7%OG+W%P{PMFnr+~d-BX|4S99Fyb`C89=2aNP59FKt)#QP?Q2vCN)s2Y1Nm
zRe1MSHg^=gF-SG;AYXaq1?YEBXTwaBJSy?D136F2`%DXi=0wL1i5|zi>xrh?tUp01
zd0o>|PG9(h=@B`#jBhR7){R|Is$iEBPGe3r8Y8@WC$Hq-hcL+~<bbNJi4+rwSUb8j
zX9>vCLwm|CUoSQ%niod(_8w3RIq*U_;TEOO^jD;u+t!WOBwHt@yX@b0gO(7Uu#p?o
zJndfQ?lsPQtv=RRMrQtd$uB{<3o3N&9fjQri23J1klmc*0>Qtns=h-^NW~(uHAcG(
zc01Mm6rYre%2={+VXF#jrmUlB4qryp^aG)R%$jOemkCd8?m_kfe_8~3iA?nD1%?{8
zo)KPB2~7-Z*?wed$8Sxjs4~%r;Q6N&$&nS*K->Uqg}MOec#ZTBLJ##7dI2WF*tQXs
z(8hslf+vwD;1lK(;S+vTLD(X>g(^n^I~zw6Xk)JZ(|Ywu5wu`tNmmbQ03V7vK|7&4
z*EyjaX3r2VX1UI`MD^_)i#EBg5j<0imkXI}Oc`9C6n$OKs4zGI>yUUyIvT~F)VtP(
zX|rS{(rJx64BLXnmVr7(7j>o%h5V~mo;-5Tx>cqL1t~hsRtrVLd-a(Fr*KE;M-{g%
zMSNpPoxfPp4Qmeyba@DEo%pNH7o8T@ssy5`)?H~NT7#@p43cb9Y+YadRO>;@Ln{ps
zy#fnlx%ESn%wxX7ml+GNI?cL-dpgw0Mahqo_f!|C1<#WD#DUQZiv@@ZkLWY(MwKS1
z<*89Vdz`8td!T?{sHfjuL4p<Xe2rm3P)E0*v9%lJ2DQ+r1G&;^vi`Mkz~xeh6tc<1
zFwrDRX01gjA3jx9GUX`K@%;$&)k<B=Mv)|Co%o|7>`EyN)vv-i1QrJLncqTkKhf7?
z+<Y6~B#3GnU>jU}rhKS|X5C~9jvzL&J<HtTbTP@wKdb{#7z@RZpmYx{%nCza^3jAS
zdOh(en4$AbNv!k&UnKruL~Cn@s&q-d`Vy)LWn|?&$@h$`D6-%g)BzI0hSdWfJ+Z4)
z)1%k$T9qCuT!f-b{lxJKy&2kH#b~<)4%i}z<x8t=;olU|QOYsJ_jxR8ioD5n>=<&_
z<@5A@-6&_?*r&&ZwwDvsG55)?<vZ9Ztw|(BztDWHcQ)+Xb{J`$UME?QY|GFI@X>q^
zcywvf&gb^!66)>Kp+algmXOzC1b?}b+Qbw*pvB~+hIM|*ex4GSdHW>;HzZEw9qC<P
zgIY}ldTT`4?63ty=bhkBI8`?k-&TjDGYE7X2+x&?XD6bi2+j6IFr#V3H?WV;xEPF;
z*zV>8zif8MsWDRYZfsz5|4`;tXp4T7)1>BSN&MhOWO2Bq4C^522wd8y>{yf4Rmix7
zV5RY|HDA)_lXNJ)upU#y>wH@9)#*T`ZATucG8II#WGfJQlO{n(@TUUq<PdL=Zlb=J
z<l^yyhgYZc>Te18J@{6bg8z1gQo%A+yrv(l_!}TR7Z;x{?>~AtiqHKQcP~TGy+Sa=
zHH1tcY#qHwFF^7&t=k_q;B7Xc#T~{&mMAx(!<^EyN6CS!ZKP*ITJO!&G6B}+>iT-x
zO|1IsS6J9*4|UKxhPFcIxU0SN;b^r^l$$Rf*IRE(LZ^?|kIYC2V?mL9-_FvfB7oLc
zx&%)N6oS|_A)1`Ft_%W7*AeOD-T#1go6V%_!Sz!(7|hj5Ub1$z1U*0T{rw@Ts?Q4a
zz>hxz?1Or$HiwHR+4m2R`ed2Xt}sffVOA-7%`su_34+sn!*qkiO-dD%GZPn*E+(R#
zrO6tpW$1YF4|Vf!Z3-6|(RE$v?d|g8WXdV2Nz_ys@#s>iyMOu(iVnqf%psI8Fr)T!
z_$~O<6n3G&U(?<F^#wIDn4w>8<dH-g`%P~VX1DuckKX%-EX1~-$vq*Tdb;wf34(}T
zQ}s+ozyGBaF$Ew~W#!vKf284X#IIwdCNT%?!79q8Vm6al6d%p^Ll;4ZNhwI7cX*GJ
zo*Qk2^N@4Xw}W}eDd_>MA%}fGBllzfREIJ<N`tFIg%fBpQ-#v}L%*fTTSFMfru)Bs
zh^zfF_NVcq=)Uj%my;trq7SB$l|RMISIUGpN0dFpuc9_O={q%A?Yj>mM4k<*Y#^^8
zr@Ufpj}#1#0khATTX$`vDA->%bDulpN6k(t9Eg@(#0I)>|0+`f0R3T+jXK57=N_VF
zH;mW(=E%P;j(K*8b9z4${MnZu0tHf#_Z(iN4Q7sW_y4{oG-iE9BJBW5|H?4gtn(B5
zg8mkAIRtc270gha?Mnsw{u2IpU+;stSHer=pLP`nA0CGK8AS#;$9#94b^b8mNT_4X
zL<+-8St3f{reW>g<n#P;o=&xdwvfsE>7c=G3Fr+v3risT!su0)=IOJ+u)kDN0u`>2
z%|%fp1unS|oDMyGGR?vq>uihg-5~F?7tbG<ZB2WYUd|wY&tQ>r@*l8Bq`Y6~@hu4B
z?TA5XrecD`LCCrTQebcrIfry2z<>X;t6ZHfAOS4$Z$S}Mwz;Wp2oz2kuQYddR-4Ds
z0F*kzjMvhErHSox28GjoB^8x(o2x5UicERFw0o7ck*}z7s3+}j`OSobXMl}>S<G4)
zDl7bp5X}Od-)US(l_x#)0^uIg0^=}FCf_e_uOSME(>PJQHn~Ddm{Fev^@A`da&2vM
z$tXkk+8J}1gof-rx5fR99)2Y>v&<G>$nYIubCaKuMG{~0Q*bxh60sNyfB7&SxNPo(
z4*!8=iDj7rOh?a_S<3!rCS#!(OHE4B=(#3-Chl#sM$5&o$U<QhJM=w9h6u%iC`$kD
zzea&Ar_2KCf<S9W0?L5T{UDnLZaD_^9+8G@er@yuO-!4>MI+k+YURbkm}9Eplnw5>
z=Pf)A)=HgJFzy6m`s2Cr{P-2U;08VZ`0wvG>MKj~5rz+WfA;^FfBEg$-2tWAZRi;@
zd-Zp8=$5d1_COMGuJA#@aF-w2K3~b8T2ZQh@6XHMdgIYfKe0%|EdHs^pXLxImX4ku
z1cb#i58>ep51Q19&{#WIh1J^D?V`J0a#q0HqX4L{!s&e#{D}JpQb$f`TcMslZwX&u
zk^g`~+U~-SFHVS2|MNwjlSI5dqk|KAkn+1dxZPJNNA`Uy4z3Xlr{SKAc)GuWL->AV
zVj;Aym7*ITo5C}1z~OAR5VhIyOpDL*T(cRC$SFDJ{V;PO8Tc$YzC3_zHiv|(ceQeI
zu^sJX;+g#F_lmeNV3X(d<TGaN1GRG=<HM{|Bsf?KX<u?jCl8;$n~&;}n<+rT<7;r4
zUOQ|prDLb7Z-U)0(q*w*o?d0s`pty<a?)*>K}4`x<ZjSLVHW{h{G-3TT6~`2;dXpf
zO4=j)@IL7GKC)lBB6XJ^KPyTttcZ+{DJpV=EhM(PQJK-z*2xq8B+<ZwY<+c;LMeIm
zCY<@Nbl{)4v>x`I{M?v|gF3$6i<JSu5eFflY#`#~xe~#X@^p`xXMA3=z~Tpte#Fs+
zidEvb!hCvaJj^MjtrGk9@vf*NhIPw3t2iQmrq&shIf2wk$m*^S)>MuP5uAt>K-n=C
z;}-VFdaY)CZzeIE79~p$HG5)b$6K<CoNC*soazx3kAX^ed{A67qxq-3eqN@<bq}uM
z?QSux{lC~w2S>)SJ;$3~`;g0Lto$xiWa}+jR7E}hcDqN1{BaigU?n_KukLUhPR=4m
zGtco(9EC`(Me+G%27WVPZqutBdor^sRu20z(_@c{78hDuJj+W0=6TP7GWulG-Kg4U
z8mMuq9L9eW|MBEZ*bi=xt$uTRes*B|DV%W&E7t@&tF7B5?w&~>m4Leyq!9n43Uh};
zqIyevv*rGMr`ORd+F>uTbam+qya`c;Pmk?0KZ(L$69HfcNnnEg0@+|Q&w)7Qq({8g
z6bn&LOS+8!us`U#u|k{OxSPXsCi{*Io#NW<k#w_QVsY_-wL9DC4l~fhC-d%9=6$VO
zE>AF8G%V>81Bm8^8q3X+z5SOvDrz}Fjg<^G`2IUPi?x%wYS;T4%x!{mU*3@9LsWQF
zHbxTusHp8BuIw_j6dikJA&pZ$Cqv@k9WJ5l&W;0Sve78KDY~ZuvS|Y4gEX9<$1qaj
ztZia%trU`cqx2DcHg~Y4s@QUBV1^h_^dbXu6j2^!uULR_G8J!V;^bG#dm=Sf?w<f1
zwC_bb4Lze5F+|=`mot9N6!$@5R=rtqAHv}he8k~jt^gRre<M+ue#ZW^yoFqqpi(oc
z1pK5%ksYMat+Av2cb=NakLs#WbdoOS^XoiO;KY{6gJM!|0ciTS`6<AaKc40120=28
zZqviyQA6E=*Tc}jGR&r*O%U{UaP@h<EE`PZSX$h2*V{>8e<DQ4%02Jn&-~wNmJZ*f
zE~gNQaz_-z`{`rJ1rFQ07^3Zq@@C-g$~LX_M;?j?1w~oTw7lT9l+>3rGWY_%1CFXJ
z{<W26o6*Y~hPRu%A7mkncswK|!ufsa9$PLi1ly{Jo(s-@qrw{Oz_V%4-k!kbmj~9g
zG;sE&q_@O|*1-{+%{ey_>ZJA7yqS+;U{}W5(=wOmO|-JdhB0dRICaJse}nGIMe&*D
z9gmnZja85eQ;Sw)#)z6re!T!(b6*y_!O~>MnDbE7OX%iDB%jM5t}BkKQ_GR$<$2yr
z<AQfw+io<nJg+vbO+n|j*_idK3&NDxqXR<Mj>8s@fjQ^Uy~{d4=*OFy=t{Q0ti9nK
zrVXKSsRsD~m5l6ljWpKZRd$<XZB3l9@ea>)kD!<PbKGX~JS`?uZKo*%++Cy4yF0B&
zc@s+)^K-Gt>~S{3K~N~obiVQsJ#WzoDB84U7az!(fw@qzRxVwDgV|QAzg%pQl(&Iz
z+0TGljH~45c2P}~W->sCs^mjeNmcv;!;6x6f<;aAP~m9d;Ujo*?iGCSz~OV?u%l!F
z^$N!j)<&8A58%p^thUK)vHNE@bY%Ul^+D!zpTo<-6QJo98?r$6b7^fXz&YjbavPUG
zr<OyJ?}h(;hJ#0txTGWu4w=_bP5d2K@U!^BR_SI9lC3NLvd`L#yf2B2PjqTKt}Vbi
zqn^IU?JE>aa?qBay-6D}-#}irOT$d?>kH>ftnDH&f~nESsgP5ODO&7oReNE8^O<;B
zQt4x@=mIkM2)%-HWV;$U$@z+}##?nzH82ouFhLQsmEv-@$EaWKQJV5Uq5p}q;An~d
zJbSxk<Z?i8!Ot-`F8u$;M`g+l)ATTLrY|JJ<Y$zF*B^EXk1*a&67%GLwbSP`4uIt0
zj3<?$CRClHYPkicnVI;optj$HL3LM*%TfEz$A>g3UU-RP=k<ZhfZCM$bnn$C0Ul@$
zI(=3$;t9qS`nZh75V>SvsOC;QhrUz&ZfTUm2=Dd$#$o*WVXz{hKpMNR^T>H(72!^N
z$CAYv(^C^I@R94y?HCzO2VuE{kK%V0wJmlnK9lPWYOTR=kEn}lWv-e_)&I`VqU`^l
z%m2Manj+A;WQ*E30KZ%($MXTQRcgW@#c#2;$q!sZs{N~%9sAaH=!$*vFA=&m5jLz*
zaaFWmds5KTX@<o$jx6Z?3+WKNdsytt_cY&4s9Dz<!%b8ADaO5QLPz&V4B6iBTWFd@
zIZX9nC-!+&q+v-Ubt+j%T%G8CJI-E`Xg-r=unHz)&|tn5<;rS_!R}~mvWO><8x6ao
ziXnq6CSHJ3=X9Bb4vUAX@)#&wgp);*#>p)!$t=GjdDJ)2dvj6#smaA|%p3w34~xkX
zP3WgT))$~<N9~}5kVwCxA0?^#ujtM>B3RG0$$d<2Fx?A8Q|3sVn^sJnC9(#--ONZK
zRVZ7~doW<<U#<w|z*!7=mW#>+fEX%_@7%yw)M@0m)_H(j0v43cbPj5@>RGW8p?iMf
zJIA<##w(xw@VD)9!>yGFhnakZQ~0UHu%r^nN+j$}jUcm6ABM%w-#;n$LzTu-+9WSZ
zO3};J!&PL(W0H&+4kBt~yP1Tl*ruH2m^WLDu?j_-u-et<7Q?bEQ8gDrS9oiPCW&ML
z-aO`0ZyHZ2X^Y|WR;YZVLP+56QyDWn3wx(!Pbr<gkF@%y9rccXD|=0>davUZKRRAd
zv+_U6^|_pMpaszn09MBB(Fr{-u9FQI6gLCopaEdpt9%xnzSl@ua#&WSv;9Fu<~3mV
z_^Vc6!ws*%;xfwOt}oi1(D{sstg3OBI7L&QJg&Z;8VFQErv?F4IyWpB>zP_B7@BHp
zB(Zinm<3fD;2LTgnq_Heu5dNgwpJM6s&N|P8tUl-^3@mU2Er$F0lJ#{R#}yE$%ZXm
z(Y=Wm4=kNl`)g&!pwR+WkN`%KpEo)z4NE?qTt&lO!(QWtDDknV=UU)QOV;{<L$VP=
zwxJH28m^v!fsSg?tqSE*IH+tC?^jSmZD%8;L7KXbad`tR&%gqt7B2&0EB#UMy3!)+
zY#+ed)G1%1@e6COp@gPN>v*(cK8aILr<64xio;ZPzdzHcq#;~BtD(`!CQPBULS<h|
zJz3oe7*StaRA6aClfGh^1Q~s9rA1T*sD*1LDO3Al1z(g?69z0UsB=)WBy}X!9^<yp
z4|H1c)-!?Pm6`S&8<Xc(D^dxQE5|M^HkKEWdi_&nBaP|G_cM$t`%4NNZa`(05pBru
z`4L$~$vT+hO;}=nQw{SI4K#(OH;>z*#d#HF=bmh$U#l?9Yj6y-puylhsyO$aSu@g)
zpwM2zJ3{-0Ib5c_`D@B2l<TpagFWl(1pVjjm87gECGkzult>L18QVM|1tkR`g+{Z$
zeaTDGZLr8enBze^x;iu83n9^-8#@k+H=UwN)M4M<Ktwe2p#c%=6&1CiF>=U_9)pzJ
zP(1m2hZH-Yd_u&)zSRYm;J-qi6-TKU+`p;P^??ATrflhrUl*t!$=~9W(G$*-iO6+y
z87hNc@sGG-7o|ZYADX%d?paQF*PDf4QeU#ZFUv}UZ0TzXlm7golfju}oAB;&?V;o?
zI)VsKbWi-d2<aaDO-t-<?~w6%c43=2c2OJ1>yK;ibVCt?k-xt=x)xsXu4%3LS*(ez
ze~hfWue`^?TG;-{EE^*!8k;ks*N?Vg-(_hXiM?@hkG*kLBUPGRCYhR_2;x`bBEJ5z
zZXE9<=j1ACQ1<d|*VG0D-O;oE3@v`0vsnPaz1#;!=6UOxgZ#v|TqvlxwCiX}^nH|2
zpzWY-ifY;04@#*N1|<M{1jbejad#v5^UXL!LG3fYLfS_zrG~*cF2X+Z)%e%=!2;yC
z_ju7_@4a?k_Nb7|Nj~~6F?St<9b-R$k5s#0q)p-Xg+Ez$<WpLgyZ2O6S+O6dPp-q}
z{2wCm2Rcl|#s-p1=pzOq1__U@=FRtNdCWDvlMT*QWgr0-@Kvfx6%nX#YSu*ZndbS+
z@WAtrO9yYlM}BW;w|pN`OY9@PZrj<-;P}<MCb3Sj7;~k!tY<@EgQ6~k>ke(YPFZsR
z=%*3KHpvkF59SncvAooal-Li;$MV!M<V!69!+}T_V*@X&^&aT<FU%>zVBuj(L8e77
zehW;`xcY&GZQO!HcI|SDLwV4$6`q<3XP@jhje$nIOe+*)^dWO<H!ZTqmcV)DX7cvU
z&<0X_)knT)trY$~Pk&eQ>@D@&;>@);_;1bZ<n1hv&A)LQB(Jmd%_?)@dq7{C;5LSB
z`R3>!ReLTly*^R&2%TD&O6BHSQ$>#cO^%aJ{+<X#ByLK1lU%JAjw5$()P$usXX-I6
z$IQg8+Q9CL4iy;CNKC7deyfS3-|svU_##yJLZWS^vLw3tHUMsKgm!5}Davz~>geC_
zVp1Os(maL&J`0}80*+f|0U5nRi4_ssX}()h!Yy9}g@d$U_u5}reepUlV@54jcy+ZJ
zRt&4%*=Bmna#mEUW5_w?0xXS@kDl~5gwXhL!HAUaK&u6lQZ^1Po+<zBHCN7GVQhq{
z2l5F`yt5*7S-}0uN%r!!v}l|?`5`NEqz}sU8kvH=+PWh=NROYkQIg~9wuKE6#5U^*
zccyA?TlVuYNQ0=7T4%%S-L=@Bd1gzR1e-Nm$|PWCT*FQMwnDmW*kPacE-5!DED3k=
zzRs!YHj*vtEqEHDWnHqO*#JJ)o`16JI!-;#&6_KxtTnS!P*hNfsx$*mq~m!`M5hOE
zP+68Pba57O&I9eU{z<>^dREA}6gfst&ZY0kpEU8@?cX~Wj`Z#<t>GDOtoGAl&YUa>
z$eaQg>C6$96~hWJfPPLHw||<6;yGnk?amSuNAQ+W_%%9}e1tb>d`sYB6@foEbkYeX
z3@Rn~WI?kVWdbDv1rc*mQuRL455ebZfT8v0*7+8JDwKJuBelD_+p#;oJL2Q1X1epJ
zb3J}z0T(wf;57a#;-~10QMyr>QN)&WpUxEd6kzJh6dynFwb#Ur9#fQ7tycD8rGZ}i
zq?@M)%H8B8(T@I}cgzFcqf3FwHzWryVKHHv9Q7frd)FcOd!$3YA^0%AH9}%(qG*Qr
zm;hgmQlVzPkvx4AJjgr8ih@`h;;5_oG)BR!u$~H40*a-VNL-1%SO$Ydf?o~mbkP^<
zXEE1rPER&By2SO@-z4(H5!MH$vtZUSr}d%Mi|w;bwT}W8Bo7~do^5F>2&mx0O_0x-
za_=i+S&&l?%}DOVDT?#L0f`_q(#3x5Spq#iGw2Ya!%8aZ9}X}TIB=tWNIP+VL)lT-
zkxZ+SElm5HJEc9l@3V8H=ghjJ<8lbJ`G}6h3*2*n7H2z|g*bH~pmD_dal3}onB=z^
zhi|&~#c<S967EFQ#O`4>z0G<+<b^?40X)JB<6F$_Vh6n|qVT013sD(#mm{6=05I^|
zeuqD$Bhs*LX-s}sBH}32`dX*-s6>~I#ets-(J5%uXtVwUj_-n@=3YpqN1KVk%ZNet
zz8ia?7e%uVMKfVsE{;yBiopKId-pb>QmtS#6$Qiax=}L!imQxZ&VN!JfzC-k3Ge0z
zb@OvDho5<$>%I<=FHE8JK8w8<tw*bT-&vXIqaH!{9hl^E*=<9DPK|@HO&#m;2V?F|
zw3ExMyIDVUzV?#x2BlVftReRbiv4)Thue%bvwfzK$oj-+6KkpI+r71)w_c78$^=q1
zFaqN{{FgM5nH=uZGUT_jeKKEP^%_013NS7xIfw_#h~lb!xVec||CMKKZwmAe4KzIq
zTfGClq=LeCtn;&kxI{?$G{FS#c~rs>%^1sogv{#p+qYjS^3@10Aq^}3JWWO&$1E3|
zH1JP2%C@^EMy@4eR9!*e)@0$Ze)srS5O=6SMf-g0*vM$trBs_S#lb#ze)Hb+@3a-!
zY|8noS6xdi{DEb${^d<C#~oqC$<5%urbW}$k`FzmUOZp%&O=AK=e2ObCgT{h+|9~E
z6T0VW6C1sm5JFBH2_e_Kzgjh|dNU{wft82mbf@dGFt-ly9j8)EFEf2Kw|4OFwZ!Q!
zg?7s9*Bx<#Jc@CA&w><BCL5FmJ<(G$7c{po*%*GcILh?x{X2$UwSCwv#106(1D!T#
z=`U@Ooy6(-QX3a|?m`a}_xYjXQb#O9KRwoJLUctCi!C^^vm1FG3XHg)$ZGDFa|m{&
z0tUIUNIg#DDf4Z@cS_jjul}fiZ~1a$RiH6l2{X^FJ3?J3Y*Lc1QJX`lcIyJuktJd)
zHKT{`@gj~Fah);q6Wik{8oThz?wGP65~zKqFON~6zExN82y(1t(V$yjCaKS0fvg+6
z{rg)_aX{-Naz{`u*LdV}ev<<Y!U~y6b`(4D6HRQfQR0{3plDSf%r5Kjp0v3??X(LP
zeOWL+_7VT|m&lDj(j}N3(M2RcR)}c9K)-+wPJ#T83TyL1LQEs<&Exl*N5uQTsQHQ#
zOhMXWoze55&>l<fd}iJl)?C5~Q^{Z@(9rWQYu;zPGdFCy7AQO^7MIwi6j2K-vP$8u
zNpGM;*B->Heoi#wf?$ysI!eH}GOI8sFN(T{x3Tva<CYm?cMZx7S`z21S?_ZTL;rJS
zf_lnTy{{^tJ6907w+ubI&hfG!ODx8OL3O1|0%h+occKAr4<cRAUQ95vN)-8q=20%8
z6fvy^Dki*{>4b7|b6ts}G4sM$X&YE-@nSp-0zX<QC(XM4dQ+)K_NNf!-s;R5`nMdD
zpHx>YVa%zB!X19~5HauU(QR4d!$y)4K5u}8@=wr!Q6tX_%c4<xYW}imUbW*gcwWCf
zH!07)RrfQ{)bu`sg;x{0llrx~0}AUlK<e@h=|`~@;<;i%5HXCAEmluB36S@-GUp9l
zdxsQLgb`-qza-%<3?Q!4Xx!vi4dE(`_cZ7e{$D!2rO36I>L|MZS$4bIxn`ASPI?cc
z(dmZI0|IB<!Q~?pdzC2NeY!?^(bbirkAm4;{plLNhSJm(Ub*=6BvuF9M7LGLO~@ou
zg9r@+eRNqMv)V_+ZEn6i_h3A-;O6~Tx@+MGz?P{Zu@1Qve!z82_0P?#F~z9^!R6!Y
z5*}l0J~NhuIEqQQMS4-4w99+e>%LKfAoJ7UJCts=Y)LR6#8W5k&>3anDv*1zfyAxz
zx0nv}WKay<B%yNycLWwV{JRG7-^y;d^r%`|d$UH;bHX#oGxY{P!2WxsR>allFOin9
zHusMo+v2DXj{JHz?((Enp6ZE{!4HmxReoz|%WD9t#nK+nw5YbPmdyJqr#4Uy5+nwC
z(cjgePRa;<{Y=es?ilL@duKmPv?FLjJJkj<@0*P!q!16N4%zDe6%R8S2Y)?d+vayS
z4%8X|(m6;RJFHbU7f!l(eRFSH2jH`Lq105E2r8Z_0n&{HC(|NyTr;<gSx)lx&EBeT
zmLnd~i<x3(t2k(XtcVzY{ELFnYay0knRj(9LH(V)*@SM%CLu~-JU{xGf_<5_Jl(>^
zQMEqP(msic2C7bWBxn=w%B~XBZL1)TK>)XU<tA-H=XT)HZO|^n+UwQCYvi?K@ag>1
z4vK5a`9NX5rkU|&&;+<4TM{2`XGsl|Ia^#V(YsEb+TV`--Glwfg?h6V;C^l|k*R5K
zm{Jn+D1-dbA^0)jLw>ahz8|De`@)Fik}H%A2eS>CApzL12de(-DsARJqy)gEhmIv&
z1L5zD@fe9cur7!tpV7}qgs_I5V})M$UiiM%f|rCw`a6v_mA}74drRfI37O4_L1cAV
z<!s`yY2ssc#X1W9qlq;xK&44Erl|W}<VK?!ULdGySju#l1S1Vi17*9=SMoQJ)N}?F
zNUrEv#x9E|#U+bg02qy>lyOg_Q0O_{AWxDlbgB#F<BUq7Er3ranTS88)=H;h$SH;V
z0K#EP%M})?OOFf8zj3~|8S#okhnh`5Gmvwx2HtW`s}2i<?PG{^O3lqwB<0NK+~pwU
zP>EFLa8Aoj$B4H=-?m2Fw?Lp7pHXj1BbvPktc~Nc9rlFCH3cWqCKbg!79=)*Objke
zEadXzmQoE*ElUn78ar~j46FVd-@z=Vi&oDBU(!WjV(1+)P`6k`CeUJvsEz*kMxiC?
zNLx-Dv8T>5C^3>0g&9JdVV+&a&2?in@RYWxnORP9+g1pnl-8oraML^vGH@_;l-M4J
z_IH}TIpuvH_xArmD)g1Lr9`ZY>bJ7a`8aeY<BE<X<8ig#C&dF^2Q@{6j1Cq7Zzu1!
zAeC}i#49b^*CeqNHK|T`2Mu!{b@LCvc|4QAi;&uY^pYxaYr}0{IG->AiJr(9iKDLC
zb7@WpGnZnMW;FU-+@`-^qmz#BVmsfWiMeS|f~*ppM}9?dPV}8;2AIVnf9V8>30uRJ
z33v%{f`d?Gz5Kg{`v{M+Xqy2l4Q;rb+kYNTO{M-4dT!3Rl0Sb*!t7bd8#~>5@V?wU
zdrMk{MR<PSKnbA_9rNnq^)4=s;Ps+1n8v)LOZd9i>+7KZPF`}`oCCmieq0(J&GqNK
z?NXAsY|CR5OntR25wmSRk#~74!E`*BJL-!aYujz<vbzrOeM+J*yxo$!$?8mxXo-ee
zkKim9ChQymnxx4n7k7#Jl*qjUPhpD{-$rHpI}JCtHVG4tZ!dhq*wkVV>Iqqktz(<u
z@J+s1`!NNKmeCUbo8xJUxEe{jm{!{V>Px7WOe;O-s9#SwTlgm7ZSHkc{j#}FXKqJ3
zR+-rkXMTw+62{*c<~XmWToAEQ0-zh-J4t#-y4#%_2*DKLXLLB`9?ImMTz#0*hb?S9
zeA!b2I9;8(_L~()VNZeCD4hyIn5V={eT+N#->^Su^(coMf|JJhj0yIqfaa!1lLyV=
zO-xlc<4Sa$721F5x=Z`I&})jrs@T@=HvaKGI1^8<4ILSKuNV9C?!fH!S3ONOTuciw
z9=_P`zu4#Rtf34&2keVahJAj04vKj>(T-0Yo)QP`_LL`zpB^NV?ckS2dKct3(EGNI
zUsPtNuL}Ug0qes{^^~VHB_kntXWV&%xaRlrU$LG&@xOY<Njs{fqpux)9Xq?aDLiCj
z9`KL}{?DSg4%~iTxX%pn?N|@7^*mf;RXy#Lj*$3ZD{eRa^SFAkbv^s<?7!;;<b@4k
z!R@BGbte-ibZTub8Ll*ptCu6YE6;7}E4_`**P8&yX2I;?0DVXT`9nOq4AnzQ!U%QK
zu=$7~etuMO;fng1PpjSw_L-q};=TSl61^^$ddlQEL}7N~ch{W8G3~OgbDgt>Rpn&a
zr!N%JIgIOltWkmy!b^uy`4-Q83Dr%7Q4E?%ap7)+l9z<*pX9Jj3zeCU9F5qWFtY_=
z1G3|iLsHc2vhZveYba}IYuK}|9Z+xN1-1dmt%tF60^4~^BE|asdyW=tI7jYU?{dbo
zW<0aox#9!y5w|3^sM+%oY_Tu_80Pq-d|?x7D>SafZv0^LX`In~Ty=??lC<O*SzS5&
z(j<d|tooRZV)VJmTXJj$23>6@r5S4py5godb@qB{ljA@BwxmeZvT1mFp&@s9OL_hN
z>Ha3MiFt?q5P!AUFX5sQy~XXwBXz^zVRbv4c=ZCNYeu)Qf?hDfY6SZ?J{8FzbA&Di
zHv-cG_%3>W{b~3k@vW_1lW*lD-nwo%mwo;XvB+4RDvvHu*}Vu4Se>emx;?DYl|f+a
zPW5R-pvl&KFT=MR>40n{j7}kEd=G9lH>*}ySw##%<mKq}%GsNu0^zor>J~d0sQaes
zDm#O%UjN(=bAvL>zegljK;)t}ji%JKfdf3Rf#M&nJz)7$&UQ6-h};r1?Z2;G)ZK!8
z@U#fR>07k;-|%45zxF2h^dKsK`!1;U3!1|}UBA9RiP3e&I|mlfzt@lxqVE7JaQ>6;
zd#B3f&qK^<P}Q^6d(d|AB>G}6L`Ur)X+fdG`WRA*pwEutG&PshtVz}Z>m^{(Fl?W8
zlT;P4m{0C2e`F6RzIJ?~a;|<i4=t#JXt`ayQQeD@-HTG)_bQwQQQaGVcL&-YuAz~+
z?3%&PDRg%RhI+%zE6gb5W-p~sjaa$iwV{Wt^C)#7p255mUVOB~;phxg-nTMsL;>+O
zc8dsMw~%b`Hs-ET<%+hft$8;VWGf2(vRaNdk39G(rLzLB!{T8dFRlxHr9b`@9+3Bc
zu@1-TEXN1qE3tYp{bg@0y%et8qUlpBU;{7%NScV}gP*dF2ZhkjM+`*ib39JH1zwAG
zV@XQKL-}8eiQd&vd`m;R=K2hex0nhqXFMJy1-y#b`(*As_4fc5S&GIA0y61d<q7`|
zRCTCFH>L1=YF=g4v7nD%pl@ORFz>KN3?sCCC3IOHv=+&v6#-=5K2um{c~DhT;nhz$
zBxSXDq?=)QyQ)fc-5Dm#Ib;{C7EJQoICpUS@L3ViOYh3<fTi<@c1V&0Yol$eIhAVn
zIp{62%@{128{C5%>bIiz;ZG`pO(!@OT7x|^tf>uyuKj~KCZf>C@QEyK8Ye+ZOYQxw
z)mumVdkd?0jqID|`YY9yPf#ZUNUIr(qBqEgiyWsI))y8&IB#806G=$6TtdiCB!jx^
zcHenV@T1vREAjC<tv28%W+$Tlg>?V5;$D2sYiQW=x}jTWlq`K}2m|5WO?Xx^ad>cb
znXJzoZoYQjIY+KqtuNxNc`bS5r~n1c-l|zzp91e@2Osy@7Iva!CJftT6*-Uxsm<|2
z@_rLP8eAgQuPk!Izpf72Pn_M&ahFP{fkBxI+kWp-xgXw9Z0Rxco}8NO;K~P31(0PS
z1J9ZP>P`S3Ur+Re3_l}-iigLr={Vr7#%tgh9X~}_sKws>Ch~c1@TI#l3e3^v0B1Pe
z+?1flb5I8gEA48y%G!Tm+H(EgS#kBYkNz*@n{QX4?OR9QZ;hRreelWRpNoz_p*c6v
zOSXSaoIVU5ZNnF+UM41<V}G8vqEPAs^$-FZl(>Mps?4BUX0G-ltFh?kxF`_I5Q}lq
zB<`6Ny!A+Jwk5pnNa-eI*Kb~WkN`h-#Mv01co3d@Z*6dhluxdReI+A9zkQg(_8XI}
z7n--ro<<b-(=mPqBY@E9Idy5`xhdnBQ^>%#8u;J+iL#n(o%MDqrJP*JtgZeHt<>t^
zvvqIpnZlrGBG<Qi?c*4B(}qZJR|8G)ligd2!p@e^<w!Dr=Zi+ud<xf|QUC1P?C})b
zlb4#v4M-7OC*x(nDX=NxV_D|v@KM3o<lc7;e<G()csV{<H>=v+;k3<q0KfG5B)H=L
zL~kWKOD~vT#QQnjvCUJk!<GrR-c2I*`9Kla4)IHS4mIz_zSaR5Se#5vM;SICn<gYo
zhu~PLtE8H!9lAax9l6rW10C(c!iia{g!FUZRkgxSxn%~aSB~ss@g=<8H_hvT=UFcb
zYYs0BYfe%w&PuD&Iu5Q%n>2GhNPVYiu62uc$jc+|64Af%z&oZt8lV;{PwnBDh;_s1
zdZ_$<_+?st9<9u{Z=!;Wi33vDo^kZMe9hze3U?wI9Y->WDO?SlTq}*74IIRDqacq`
zyZEz#qCdTRicJ1O|1g#e(1`Z<(R#tk(Fwg|8WRy~=GW#+2B4Lh_Ws7EBWH0K@yg^?
zH?I=7#*W!~u(Eh{a-pIEQIGEVR!tt|66OR+Q$>BpW^=n~!&x=Ap)r%yQ1dt$zK0kh
zP{)>!bm0Th(06rF0allDX(dC@%3U=x4tLU#OKVo*zPb6GpGcE<H?FwQxvJ)9cE8dQ
zIz5^!9&o$c*pjPItZR@CK4`e<a6j|%C51)ML340g)NI;V`0<Ou;u$N>WmD9@p&Z*L
zpxtE4CGtCQr#IZg)@n+dVr!_P;zbtm=ArM4_e}yGap$KL2fah~Azy!XxO28pvq@Gt
zSNOahtFJ}hhsnj+PF`8#$CbdrxFB0M6q3peYFMZj3AE@pcCr8?GgL96_TNSO(4}d3
z@Of9<f71SE5Z|OPg3Qbe*#7Sz`^<OgY3>u_?fU~4x)+XS1cz4}QwJ|kZ&z>j2A)|Q
zAaKY13h1KYz7KbQZk}-;N3U)C)*@2dhHz$vw+vJcp2s)?X{FoGE19#E;h@2^#=+X}
z5;zrZj;#RV46%Ax$MSUct9|x#Cnn>)_YMRG5;PM}IAkcYM#Vt)iB4_h3KO021=n_Y
zPINI9%jWw<$wPAm$puNSr99f()G=Tl){5$Osk_5?pS=!{BC5GzqQeh!8~2a&**=FB
zb2<328_=Y}imG7AzVS%xwGojDYi;{*eo`a@@xe?4N;0<AU)nTngMBy(Z`u%KdKv~W
zK5uzJyH^oad%v3C5V{U)zE>wz@G<SR6HS_aX9?xRoR`6qs*=}8?=@yN5ry2SmZyi>
zvNJ{-b+r3)vU7TClT8?lUJ^ai=DB@x1?}eEkzwt<UqJS&QA@$ubv)9ZCrFd!99O-z
z#mo23F5WAY+?GygA6K)s?zNzJIMpbsrQ)~J6Ydl@I;F<I9C=c(mh%-xou>2HSgXds
zVkNCy*|ADfBYi`e>w0i)eOae-#u$OdWUIC5TiNsC8U0x0D0o#(Q~K81RIChUo{)Y2
zur^Mk?>IU!s**M@Z9rS%*QfK!<DdL<aUFKAF1fwyV;$4Nq;d<FqIuCXS(De;;_<wi
z8mE=36;snawJFa=jN8AQl?w*@Mof$uDjZekPRpld#t=&b4V`tK<dGde(`1HBk6JUO
z<@mDE)(G}sZ?yT;jL~Ehdfb~t7BVu)q{?l3#aB9SlMSZq$C#(u2Cbiee19{pcF#0h
zvE{MkIW2PzPDtxTO5-0K-1(@qTA6EnG6q)FIO+^;VmwV>%J%0@OkvCS7ekU0H5tle
zwmZvF4m!(Y3NXKW4%Gtrj!l*vK}@MPiYRVUgh1!+%?w%OWW&5{0o7c$(eEp8*N3vK
zM}HDD)dS}Wk}^xalkvWm>^e!jq&rd^(B|<cQMPNNos`mHV%le?73xa-bceb!QIL4k
zE7KzP+)oVFyuBJ{LIO)aU?|y?*d>gs8Wgis$k0Vq3||GN45}kmR56~ZvZTJ|wHv#k
zryAlJvaHmV)JqMxO{sQcwkMN?rdoAFHZT(e%H_<o<n!%UoAOrbs^)Z9*6V8OeFx~L
zk|D3*;#2n!5llz8eJ%RSQ(8jJnx(o$*cA8s6fBL3TLM}_t(rl{$bTMFEcZ-PBarQI
zg={uT`tqe?9^36COg{cCNw7+ri&{r6CQ`Osp))4zXYV%+GbCh^HcQRk>#!U0gjxLE
zP~ARRGbWDT14``G&hrQojvz*bZuMImxMxs;Sb@Z*Ia5eStGCd|b=KZmt6)7>?Vg0z
zP*Zq9n-AJ4xflFB5|xx?i7w}&=|Z-a2;E%BTFTkt<Y{VYP24+cIV<O?!E3o*=t=i7
zzn^#x9<L<S_9&^XcCkCE86|D#lT*@+t{~L+C~~kmdxYF1p@XPy2vpR<d5k9#Z)J5Q
zrrS%^x#aDY7|Qjh=x$b8+FeW5zj~b{5*Q#T;D%~=Jk7OUMHC}uW2v?UEJ`$JcPw(s
z<0?Kv4TAO+a1|auNyw_61o;nhiC63wnRmn^2}4?wRoVQe4twp#$3H-OqImOi6CBV_
z!->FCvUaZAW|6i(E0PHY`YruAvlX(pymULxeoHh2_lEfLX_HsxqxAj6y7;k^j>QxU
z72i7JuUeDaMN2>?llBO-iwg~DwapHFgtH<szdZEWFBQAn6m&FOT0D9Zlaf};7UgxI
zy##jJ<;vvJYk|5B`p1ctOEkZbrs$%sc=)qVAUI%0W`ouL+W)dlQW2J|=?J((@<s*b
zLq;egnM}Q8d56+y__!x8Eq}in8$`|ReKCY<w;Mel^=@Y^<(H-t)4f_i+Cnqna*!3<
zi#twILsrku!HmFvG#X6nviW|4uEcw>SVREkSKuQH*K#&--;FsC*m+-3h+I^-jWJ0*
z(ZX|lOVUv2ksmy%ZYrb8awxk7+~Gk!e%_&-L0$0mw^gnT(wKuQjNG)ewI*M{S3C(G
z>Tt)i2pV`#aeiEyN6tjyR_$imL!e;RlO#-fso_@KQ$y!EzbTXUUpSJzy|vwC)9Kwb
zXXU*k?-A95-So-}wY0Tnj&JwR9d~U-E;REe2W%CBd_akL)o}ei4LbfOin?;m#eyWl
zQeCah!dq2S;8{J5tf{-T^Kw{O)ZLY7ae3q11NCI(ios^vDPX?pvp>;Me!sxTru7)4
z@p6)7_4NE+F-4d##;8eHHpS)AyuY!qG|#zSQ{?GdswOf2nKc|?hMtYeG@WaGrqw%+
z<tL6xb2Sc5LU8S!Ays8^^<#fBA=8!vjzCMdhK|nff}U%a;#EyPnJpPb4J<0m@j405
z#%vqU?4?XMF|kWD#QOpc-i2th+{SZ@xGx|w#u}!@r0X>mq1it$10|-GyX>CUOLM8m
zvClk%-?wxEsITUY?jpu#;WBaL&sZ9oeM;?lSsGlOJ@HHib-ud1sl8}Q&4W{qE20bW
zqS#=UCb%`27t+)s%4Scvo-e2s*0{krs(0nZ_u%L@u!W_M^LF#B8mtD@V&h-lidLmJ
z-ggeD*N2qLmy1ssvp3U*hX!o;u#d;^ZeK6`fX`f$vNARhbx-@!mk0Zvaq{VKucfGb
zkmD9deCs^TWz75zZB6~YY4vqJj@r0?LNwILKE;A5I07$@oG6dZa2zcr>`RR}KiNBZ
z@~m@+HpN1y$hJm}3L@s}z|gjhz4ojA8dK+w;(iQ!0{|8#)&N9;-y#i|MzNs1uP2Db
zq$AiwfWE0Wq<eubq?4la7c-?Yqrz5K{e<yED*3+?xD&4A@`{5(OCW>Eu5&V|A#H_n
z%y|XtOhGR9KKVY`G`3OfW!j<mK1`u5vi953if(qbbG3wS@^V#;hE6i9`Zsy4-`!$R
zj!FOiP(fqST0>_eYZn3tFO9nu3qjpdP_T*Pf2N=(>6&0)F>s0^x2R}jt(B#f5egZp
z*-I)}1rC*`wMOZ^{om_Z4TZ3+R5p-ph}R6BsJVY~>jJ-@6Rhbx(Q`9$EAmj&|4yml
zrit49NE;yn7S)LUp2Rw<3;7*0PLv_Q(#GD#znUOG=IL_Zej2naSDRuE9yQ45AoX;-
zZ#>Of_N;v{B_0=y_x5*t{PsZmthr=cw@Hc7wt7DJQ5HmNFPn)fTN_VLFIyH*i?N5b
zhm}j~owOQ=xrqx&w4%^kO8inNyp$wF6CnPFRUMbsKWS_9JDR^OLWBCb+Bv!w4TUV+
zNM@cqdgWzSZsYF@9JDI$5^w4im5locF$*2)5A$@#Vx05#!yk+jg>9nxTUF9pk>wF|
z8}ohhtMiL{<d(i#ouF7yYWXn7q{b<&qekm7fGvwp-w|-5ACc(^kkh9FlxMvFP5}7&
zdVp2^woF)kPyHAD5Wo<CDoYAr4mi+H$)s8fcP!p)7;3*yTNK%J?r&amIRLtb-emGc
zs@Ar3@Qo6lL_1QozBJFS+dR0rMtkPm<ajdMBfG}zf7sW)B~>gJjc^})=qvp|2hJ6R
zm$L7_7-yQ#JQ|SI0t35fpJyN6wb!D#9{0K>p{*8Is?b{+PplUszUXP`X|YVZ1XN}`
zCNOMZF`ZZ6Ro|foSd})a+ZR_hRW{*Rjn(rE=r{f!0G~i$zdLP%#ZcQ2+Ys^>i&#XS
z#8!?LQV2%~r7$zKrxYc6J6by0I3gU;j!uqljwDB_BhBG(^mF7o3LQg;KGHGPG0{;<
zx#bRzV+QffCVZY_p<{_-xnq@Mtz&~@vtyfMr(=&}pW~q8h~tFgwBwxPVy4K{GWE>R
z%<#;}%$UqBna<3<MC;;Mm>HkhBeOUEKbZY~dkOyQFR+QVrqY!pKA@|+I7(L!yyvl}
zI6+skEytE4Qfvjb0+DJPX&Whe2@81<eyv1w5jG)m+>~;JB`=ol11Sv_mb79@<J82Q
z^t_N9cU~A0<2iZla|Y%`0p~P0FE(d*UYsv)bY7w_&&$VU8RvX&-uS#^AI|j2d3|!G
z<)t^dvuwsWRp+^py!iCI9ABO{d3Evfabo#ioMq0U&$CROxL)sPPMrTolUE;qz5ZzO
z+K6@V(){)C=6m&L+FVmtzH?eYZS_z7<^2=u#_i<$V(J67&s@{q-a2NPckUzq&uq_u
zW*OF%%PceRUfsNMytZALH?T>c&h@){by<@)829yg!+mu%zjHlYzxVFd-P;zHw<&M*
z&&thhR`1rl@i{y4Cg<$Vo95GVS+lnMlCIwN_{;XUSA*YY){k}a-WN3c>>ZQ-W6|3V
zFYQ2Hb<W|u=}r2b@9tk||1as}|JmzbUOJV@?PAcH-<y;@o;PbiQr>|9sd<N+^y}~3
zbL0P5eiOdt_WlERl=psaZs+E<_^o?Gv(MD-U%jXM-Tma`_Au=9d-vbe%fB7JG~T?v
zb}Daf&e^;Lz`b{GT=x3lg}lYSyvDp`JXQu+^H%!D>j8mzYX-E;TMwIg^`g25w8`5v
zAR=$8|M(jaows8^r@Y+*y5%+a;)59v2BhU3hyVJ=7p~8dcM4_u<(>77bJA}>Zr%k>
zuv`E9Jp&5!8iD8M@5>#Oe~`y(?y&qLxkdRWa>wPL&MnSA$Da}BseEo<iizGi=$HDk
zdEb;#U1prlt-Ml)FTXDTV(!cW@w2}8wXwONnQ#AIylS3r+9-EUftEYJK=<m+w#{8s
z5bAF$pAI>{5{KBHL-MVheDj)joOts`<_8WKo8J;?Vt$(erTG#5^XY){{OBh0t=~L5
zz?0vp`TRCuMt(Q+g*SQS%+623eO`X*fQ9*K1D51FP|vTV0n79IaY8Kf(pKf?`h3`&
zO9!mYFC4HTe~5of8?ZTlB-*wuf9$W$%RKgW=1=7IavKNi$uITE+?QYOZ?6Fd^F0HO
z<j)vzB7gRP)A{oToXcN0;9~xgT#>&#SIb|OtLLxH4b9(>8=k+p$=u=fJ^#CRE@>Wz
zf9>9UeC0H|d+8ka7yQC_`n9>J`J6;$b9<ZP^_Tek=2P(b`7*{U`yKVS_l~s*-+!;2
zzZGlwzSvxAc<)}naX0g$=JTI-Jwl&zolWn)wN3TU+wrsc_K)go=KJQ#=JV>Wtv{Og
zr|Db1`Z%VMy(es&u=8hYTdr?uL3nOt{<hqh{GGWg3L<k?7sNDKGqPMx+-8=wuAqz0
zhuL2K>tnC~dDkJPKDiqU;(4CP-BQrQ=l4wCUeKHU&%b=`u7bWk{hG@rxw(4_oG82B
z&%gZQlQ$Om*3PW+p@RNCTO2FM_r~|!lLdo(b~AO(JyS5O$$H4NW1dn_+@z0re0b+X
zE_c45DECsqINrtEAF)3wL{I{LLFiP_DZ#&(8T-F`z9Lm|8RsZNagK7gwncl(G7l#x
z3vhz66elQqaf0$CPEd{pR0W19eQ_?bALk;U;#}l2oQr&kbCGZOTtscp=OSt+J{M6t
z^SOu`&*vg)0_|v*iIrDQ4^n#zXKH@xpwwZhMXBRbi&M*zkEd3q)}_u&os&90bx~^X
z)TNYGq^?d~m+DO2n7SqTIB{%G-IcmGb${xi)MKe9Q_rNHPrcMj>1FQ~(krZ2`_#U@
zqI$*litClwD>=1)uRgufd%1h%q-;y=i>p6fy>U5l@u$8>j8o#10Q(*M{mEu~+iBDz
z6{3oEwX5k$!9F)td?@zPPPT!rn=S8Jc8WgMJ=Tvz8lP8DNsA~HL$0(p{+x*Rwv^gg
zME4@XxV=o_Hgl_&Qj3?Gt)@0pdzVs+x6@TgTxF?Cq2ox>u`T|WP0;9xC0ZxC6xvJk
z@0iBXWfk4TjY5h9kx2XN?jl(PkWT3$SUBhk5l*^V2sd3VML)W(68**Pr0D>WE5c~Z
z6^b_ab;I_el&-5qC0!AsnywCF7hRFm_K!qIONb>zT!UZRs=U(Hgf?no#@37-8M`wY
zG7iKiXB^Hr9zQpJZpNvMvl$mCr!hX+VRZy1q&Zq<H1b(S#?~vR83}0#sR@OSw2U1o
z%N&l39elEpu_Iv!PB)CRjW+RT9i{OX_<Vz;ZFS7ZIKWa#R<|qHjax_#u9Rgd%My|t
z^H_@aqFTMzY$~@fVMt~S%OWWk9IHrjG~ox34zTXfzwyeIvMl3lLK3xLEa~mZXmBi{
z7L-%FmS-Gxq{YwWQ<jX~j#N$wX{2K}K6A-vAiRN3UNR0Oq-LCT^vgKQk|?pgI5m=P
zfz(b)kj^JGEgcitPOuf##wothk>)tUa=o=cqBoHaoE#_Uew?IIil3XZjP&ZqcRueS
z+>vpLPkj;`Hy+B^nyERCWa?bMp+jaU>Tele?X8;=pA9)89HnS&A~0_vicy+4w`OjK
zZa+)EM9<uwxhr#T6aD=X=dsS2`!f$^9?LxG)zClv5}j$8XEM+GYwv3X(KF9*FB^&V
zVB2{0&+Ot#awKIO$c%R+A@#`YO%`s*?3?Lybj$3YnV&f*b6CdV%%aS3nZ+2{G)^<i
zGAl_ENyx0roSAaUQJ6W0ZAfzFXD(t(W-iTKk-0jv3)M<}n7J-<qkE2fe&!bUBKK1F
z3ioRFI`>BR7Wa1dF85yde)l2wF>g<D4VmHYlbqaV+~*w*qXg%<FJ&pl_%SVNTF&Tk
z8e6_THO7^1EYaA?vS)?x=*SAoYVTMQe<3T1C1mb$=AZ=Ir)9<gSE?h)mF9A|`X!{f
zaviCzLe~(wMrOvi#?m!0v%f3JRhqHGRZcYyr}5P<Wtq$4n&F!5n&(<b^d+w42}4|~
zTx(q$T$}0I=Gy7n;~44M=Q`**;yRHTLy}Ir&ZVq(U39deu%x+lcc@!;jCF^*Bi%9X
z7}q{G^@(dkMx#64-NW76-Pi4OmAd<<58@nmzI%{+n7hb5F22!S>@IUx#viBH!=r5n
z_1>k-y-vkxcZS@!g+0(2=4|hba>hF2ob5B$ITOA1awa?bIMbbOZhd@mLLux9?{N<F
zdXaOmbGUP~b3E)yeUfp?IoUbQS?!$eoP{*kxxl$NGnAr8t}mf)GEX{}IafN@IM+8H
zsT4H|IT`(vd5Dv9lXEMN9p?_`ZoYeQjs?yJ=K<$o=W*vL=ULX@dBNF;c6j@h;-kyz
z3S_Tzwah%0u{HhzC-f$bJ69W5ge%(B$ytqa;&MkfSGQqN9Bs2=v*NN6vy$C)?wMJA
zveHTO-HAHIsg_yptemWY4vKgQg;|5is)eMh5sf{Lw5;J-qqD}7go%#AtjTVXH7%<;
zYdX=Zvu0(@&00Xz#aYX;R%WfqT2JFUJZn?d)~p>_yR#Y+QnL<Z9nLzQb?U~AS!X%^
zam?khOWIt>YJ^Ql?|v<fXi0Voq*yw!pS52g=E70`53Qg^i-|Zh=imGmiPMFJQdpvg
zt{HUArfVKu3+Y-y*K)d6(Y2PY4Rmd$Yg^*Q#GQ2Qp=%#q2kAOO*9p2#({(QK9RJFo
zeW-mHeoZk$WRhK7B8%1)*|a*)L>^f$i0ph9{|AVELO%<Q@T{x*C1FV(Cqxg0?!{_i
z_w&g`-7lGm@E!^!yMg0#2&FK;y!L*1UcO5P&iTH)C_kLb#ZroEb`LRePKjpn;>mt_
z-el_H<BK!p$6b->trI%==>xvle<LL}OU-rpt<>I62R}W1dbGcyx4(^iwo=Tt`X&GJ
zO=KmS{E22Cgk7<>e;v@n-t2S8l`_yZ_R8JI7u)RKr&*u+-@Uq|n|Jrmb@1IUneDpN
zRF5Wda(<x=&FdXVX)vYXetI@<%P;Br3-<Z7JM>HZjk`G}n~X)J8ErJB@xN||=I#Go
zo&5dF>oZYJeXltW?vp8PrL^N$`uBhE{%dys!}n%({-gc%i}%TY@a}J8(@wv4|IK=1
ze@B0BJe)?U+Qh4`j1AvdX5Q(3JhMzY%}s6^uNP2Soa~DkzOk{4(#mFauc5S_(x&7q
z@xeO|cPGPto5UBsH<)D)BscZP!)78{&kb}xZsMCMZ8OGV&z+R^P})c7pz#@Tp3ArQ
zn}hy{PaaP8#cBUKy!kzkP&)B*TmS0V{JpW(EMEO$Tw+~LQ#$8IC)@VC*wj|db@-Vq
z&O2o$?`Q8g@qRu_>4KRWsSay$llin~pdYXQ+{8MzO#a#Y*0YV-7vAKR6Jg$?DRrXM
zE%|42lYi=&WF(9sFD=#2zUExoGmVm?X}f#&GxY75>(}OHiFtb#8tvsa_8j6Tb7WI{
z^&CrSBBfGF<&->>W>A_<X&$A8l$KCh-fZrO`<45@GiUtK7-#?G@$~P`Nx!K_b07A<
zw>SH{+5Nv2YyH+5zBNa4|M|7~|M%{{)1LoW-`|=u|46^aHLc$pn+n@B9rxaQvY>Id
ziqcxbHA=c!?<K!_6tm4FD>*dziVue*H(eil{m;8LHuXskPsTiv9GQH@@0lKB_@96I
z<Su^tHJ43tljHqpUVrqDPu^G*dqs!j9#`^{dtZs~$$kCoX6l^mY&K3zJ0_27*2nfM
zzKC-DDdi^@@%NtaYxm;+oxP@I4*wdu&@CY%O^Dd}lokmQv)D+nOX<Fh?kgy*rnHXI
zMoL>KZ5JYP2i<p>X|G8qzQ|2iQag{q2j2Y#FVkZWQ95SQPf|KV>HL3?E*WyX$t&-A
z#nAtHyD6K}^&w4po0Ut84UG+tjf{<n?GhUw+atDjY+t&ZvHj_DK3)A|2N7);uA<m+
zvBj}vv6Y1PkFATH89OI-{&h#LI}*EyA>R!wb}8VBtH-zN)UH$PYLYi7)_L{h*mZPm
zjNRgQt>*7~{`{N1c*BDg?{;X7cQ~}cI~>~K?F|ulZ$k%s$2SV!@x1}>YDmCa8j|pS
zhVFPjLl3-}AsKIGNWnW9ZuwuY&teI+7~h)RD7p%9U7-+dw;SoYA(Tc^8heHIYw5a)
zluG{qUpXZjf7i`0KF8Rb<<I_o8D{Dlb3Eo$v+HcTu|E8QKRu?=i~Di>;>B-!!#BAF
z-r!-pyF=oe+=2KecQD@F5svqDMBq&w9q^8hD7=d!8gJo<#hW)e;cXk8@t%z?|JUSN
z#A>nb$}^yj^F(%ZQtL+Jiq55!>id)y?JzNL7&+1Xy!qY|1Ph}JeUv1=n&x}ud1bLA
zuN+eXQQD+>%Xw?&lS5@b*+Ns6D6dmke^Yr|L@Mtn$HleU6m5#QjiaYX4|+9di^#y6
zL&7PAn(ySe##i1-<tYv-%ax5nDw{}Fdz6VFjy8a%J;KfjOW0|YdzvA?RYoL>K7Jf~
zMQH2YtrNrcw@!=-4ci}fDC|&crL_{aH|$v0$*?nF=W$(v4E{xpK;>EGS*rU5<prX=
zsJti?Wv#MSsLIRA%cR+Bq>ZFD?GSdfCXh6HT?7TaLHe~MkDFoHfwQ|@aTV2`FGN%f
zr7pjb;(s;I64qN}w~jEbu#m72FW!1a>lygmvUSU_xUe|>Y;v7q*zruqGhvg%CU-pF
z@jUbKXJ1+Wi^`)^Vpw8pPgsus#bulGGoSy}JU>c_Qv7v{vPapyxS^e)U)W@BPZa58
z)c<SxTxpkCKkId=<E1cnn7g%yINZ!<Tw#5PR@%Ch?tRdY{N5#jw-;Fg1_j(Dlz^cD
z!-N(vGGL^z2NVU|BLV`(1dI_u0TTiy2tA-UV3G(9C=Hk*TKwTLY_Y7eTtI)9(z->2
zj{M^(lA>xPMb*eozmO&xsns~Tk2UWTg(Z^TO;sqeLx;7p^L5q54yRj<H}J^N$j}Z)
zI-Co=6xus9oG6o9O%C1P${v~@x}Q>hhl3psa=B2AxK7hWpA8vC`Op~iK8z%c!#%Rq
zc#<{jO5z$KBdM-P$fe8RYnocwSu*OP{KyzX$IwfxW2?!~(bTWi;4Au}-02P%Ny|%K
zoqkClmH~RcFTZzaWQP->Jwkg#h7(5*=A-*wN?k&Gv})gKINd9`my|~oiqXoG%9A2M
zc}jUo1P0s@a0iWmApt{Z1dIq6K_g&nz<3c7aDTx4q7~jg6&Cb;(D$Nk&<{aBh;Y1L
zs@=a8;|eL|P#TXY7mfch8HDdL^fn_O-n}ZO;Ts1Q;qc>26h-{56d#|3qS1fRh*l^b
zp?=gBiQ4#mr*@2Vfst;-NY^mZZ5ZhR80mo+=|MEoOGPjwaT^5MAkl{FP&dDCh&4Cr
zz7{%`L2HYc=%XoOu&KE}pP{uyI8EArqS^1Y^_TUwi20_ySE240&^)HzTl{FdO?&(E
zZ8Y_sXwvvszy3R8hDS^IueLygBmqelNKzn4g(N#<@Ed&P&vig8L69Hv8+|xmZ1C$t
zgSJsD^Ba2xZM<m>f7)Er8eZD}lr8>9YyLad`XyUf#Cov{s{(#svIvP3Lf?dxt?v&G
z3uzO)iIcu7qz&KcQ-r=cqz&b5GV(*BL!yJ%ghWv88oEa_4{>z@>=x3EseI}C`D!ZB
zE6>a!NloO0g+v60F*nynHKAsf#BB+<JK%0=^TYrekpU$E><xc-ZW3$JgXWXXpdCor
z!Rf*7;GE!r1P2EX4<1d|cuJFrmL5DUxSFWbD0h1Btl+tn76dOQdV26OT!X=%1782D
zsYI{5Y4kar@L7;E8u(!1noOUUk=&I;SxI(axITCjdwjs~fXV-93j>cMW%HW=gNlPL
z1)bLw-A?!=J%myiDD7$2-dk@^_e(_c-lHfd7MH@GK|8ERae}n-RQifUpFAqv+bhW@
zCoyP?o~$3&V+oJa<B%BAg%*wq82xX|9}2Di_aRCdei+NYylzRfB#W)|c|j9uCrdX(
zGfxw0q$LJ1aa<E>n5Dg_rq2VLPy;P3@qd<SO{l`6iG2Fp#gD3p^H^tx`Dj;q@Ao}C
zR9UM0g*g7IET<^{obnv4tXC<ksN@=D4cTUcvO(C$Hg5{MvW+YhpnRb0q4={``A7sS
zA1fb=7Rr8Qzi6o(P!5Qzl*7tll6h1)N-<|+&_;?muhXi$HLc3ups~Sg`^Nwu0etFb
z_+x(fTt9rCAO3`iQ`;^1mO-@ki!<APJ!t(bx%}&mO=#&BH_@z3XuU0c>C>4ev?NO^
zeLC2L7H3JMPdl2>Vl2ETT-SsaVc~Vbk|s3nT?@_M{xsbZiW%IWX0`D5Jx2P|_+4~<
zbA~}XCocNU83yf?IO{iO7_?*Jq~Dmh9^;(*Um$i{5W5w`Zk1y9I9dserwDFq-V*_1
zf7TOo{pgPaAMS?_@$0R}{P0J9hCkuQ^Mqg7C;VhS;a8V|-`iva7&x~#8s8A*J*m;+
zPFJ|8b;f>{;aY-$Lek1H&_`_&yR<qXY>6UUn@iUMz;tb}R!x_i@PXQ5!kD&9TS@pz
zZ4ITBL|Lh=r<_f=(ot?PUF*$ju6g-O^vat{vZ_r<oVy+zoVSK#t=G0fLbbMou-zI*
z8}EATk4EPsmNsZ1e>YZ0YN4D-X%40NCccQ$QuDsT#8;bX9q!q(ny%@9iP9~{)0Iqk
zx|~HA)8@(rgfEbbDJ>w%0=bNGR^m!Txmk2AGp}k~TS?LtiOD8cHDno*3^~=1kWQ49
z^l1$wjF;;P+a%ZghwJS>y0Z+i<imQ!G-`yTxMB^wlJNONvt-g+#QCK}GbK~%Ln)n-
zoA@HHq!znTHrv{Ut_Z7@V7axWmHz_O19UZj=CO9NMq8uR1J)$#3~M(^v#s;2=AXL5
z;3VEu^J-&W5e(HGkm!}yhGexN8A+6wCzT}-7t6NNCx>+*)9CK7F0nfP$JU<zk?mEQ
z_kx#QNopmfn5K#8%4x!#X6jEV-%N}TqBP9FgI8WjA%&o4^Sh!+w;9Sp3M=#Yts=^7
zWe8n`plLKaE~jgVvO(3AwW_X$s^Q?`tDnhPsBAW`h32({p($}T;moy=WX(|4(j2?i
znoRf2kidBx2-~deR3ky#Nmz`s^MBj+c)#jJztsev5!xFkHtLOikZ}DQGYjwMEa**+
z$vZA5`(m`PE~38PaGBw8z#*J#nZvlasL?*jvQ>sLH0jBptYp~8tDoZrrLlp_%7X+W
zAt$bJBFk)y0!8Dppqv8~jXIar=5SeSCGc~EyOBFY3t`<LUr2t7p3sU}4%Z_1kH#nO
zaH(zqIFc!iytkc?Tw@J_6$XuChI0Uo^@_22SO~Zm^j5&J3b335Zmc?vgR%<{D?-a*
zz-Yh?fXf&vg@AUzYCx<um2^`=Z^-Nf9Xdg`NNCjwea-Z8)QA;^a*Uy>1CIsnWN1Zu
zja3b`R(Mx4WHsg~0>rzVEz<$_0Tx5fV&q0aPCwu~0Z)Jj)}UEhcvm#$n$1{MVO@54
z4d5_C&gBNylcD7t@Iv6r0OJ^{3h-j&E(Y8L$_C^*L8%5@0XPrz{(ut!PXN{dqAqJo
zz!}i?fN9%EjMX`S{5{i)wrapaj2xy21D9t&Vb0?iOBnMs(k8P0vW$C#JwhC`u@9~T
zJczRE01u+<I)+NDMDMUnC05G^<g<q35+jG{<S7CWI7a&rIT9lrILjn@KHxdz3giX=
zKLea|%TcNvx#ggjgTEY_q;oELP(JDfZb(L{t-yyE{MKaX3?3^y7ZG49<6<3+1&eae
z<?o2{+~vjGUf5?H;K4?IMz9X>I9rUYw+8rN_BeR%R`~u_0|$MG5mgW$!W);uixCqT
zr?PzzACf`gQip*b1|A1~^b|n@XZ|?T+H+8fqr@5X=4Hu#6k`2}dmk|>gkzU@%X)<1
z51^kxG;3u&4+}8m2QDS{YS%NAd`|YI<mek|9mW0#%X9(^0~7{iTM<4AP{X(i#~8~3
z<tN~e0pATg5MF;R;850z_oSDP2=L<>mtcxIQH#U)UxYpd&ONA3WSiKd*bdqphSI@t
z)w+l|Rh^+Vna75z8zY>1R?cEN`4{6m*lzX{OxNb{Sh60$m=Vfiz`roG>;t}sebaK3
z;PbRYwJ3XN&LYXc?*~i)+{AR+cM@(H4R~02nWL`Ca0*k@+2A~?{EbU7ous|Tl7Xji
z?P?okJx2^Kt6rj*XHhO#=CeOqXtdCF>?OjtTmBCGC&rab)X1adoHBu}YVE?2*~0yv
zW+`EcO8Q$Oly^vGgyj>IHJ~A9G2l_=WV&TGx1Dx`r$FD&@mvYzR$EpxZrRCELg~nD
zWSls;RDr@?Gn3~aYS(8d`y9z^r)=jKMUmU0CaFB;i&dJT)M<>XMd|{M!0JN;molfi
z3Y3nL=4ERgo{m2*Z=qhh-AV$j*|HzOc7UINp1`;g1~^}m7f1tdD{0rPy~Vg3A|1pZ
zWt~cRCu=t0DORrK8QGuk1>kv@aak@&Pg{RUJn}wCwv`LzK;oIkJnECmD+F7qc?9p2
z6$HzrB)E-MZWi@s^)71NUsPHxsAJXtBK#g%MH22;9iT9rfmV-I*(U#`_9XbA%J#on
zolW$YRUV(usn2j->eB=VsI+Ibp5Rh)1gv+D`XbR|)X@a*QeP*yLM5M7egr(tkXCD~
z=T&N3qHI@b6sb2dw3MpPLPM7M4BOe-LVcKcTBvUj&tR3KSr|t}>k;d_=r0;Sa*`ZF
zcnNx~qvRebveIa=ZlRr<#d_Sj9`>PKvbB@E6a8`*dgM-Souud|t(;5o_D=N3So8?(
zu+=wYOM*WEu7R}m$X&?2ZySIyumEMhQm4bhJWit3`w8~r$fioQhTwhjR`kLnOjk*c
zrA|FYaGrV?^v&FM`5H+sRVRUG5_%z?`_b$R5Bh@q(Nbvr3VrbgYoe|}U(mi?{ZxIG
z{rB>2_F0}Cl>0IN9>q*i0Q`C6rhqa8^YV6Z3d{mH9Z&>#1k=SS@XQAPJ-}B3PsMs8
z2j0{lrOG)%s#AFdr6fS+E{=ZcGvH6SOshwAIq<(QlrJz;p9SpBaaCR3NMqaLG4w%Q
zf8jNQIs-BT`I(NjB}28fA)o1uC*%%_&)-?saC@~M34Ux#;8tsVesRA%!ngr#p`df5
z`j~Uo3ecA^#To(n^Gva9w-y4@7*Jw3UMVr?WnsM=kaCqZh-0sS@-K##PmEGBjd>(L
zS-NaJ#SnAW54Ld}htaOBSfR!6dXnZ*YUAaWj5n?~DGb|V%{hzKw$wVBg?N_1x`nMo
zb2_ip!?9AjXp3N+a|vQ~!F3Ugz<hT-;6E8&z7y-2YRvV<ysv>00XeCd*){eB=Aku2
zC#=$0w+5_Wak|@xRjycxR%|oZ`Hb%e+zp74)40<tWk@id8uDl{zDp4a7-sV9z}|-`
z5)zgJzY4GoYUu#_^WZ-rY0NaHFr?ns7_!IFJRSoI#Y54;giP7Z@3EoWZoFDBaOS^!
z%2*Zf_#sZ<My>+uS=)o&68JE{jcggVaAS&%B3R=yj9<>QJph?lA;@{Kc>(aJ0P6rh
z1AG<m6Y%r}eiHacfY$<!!Fo6VxeGv<1sr=T4RW+HP!0m(X)OB!!J~ki!D9t%BP^G&
zC%XI<?AZ>m1=i$3&`fmsJaWIoXgqJy!$2YWC9Lac1&-&WG)@^B6y6c^=ari>+&Y*1
z`W+k17jhs&>ruc-43(7()ea1827Ck*K&t>x3PTN0#vwNi^ew>e1^s#O1Gjz*%G1dG
z0hC^l5C(h!@OtFF4T=IvXUMdH{v{|gpidE`0hc#{-W{ckwyXgCEa<m@k^>3DfZvE*
zD=33OSqJ=Kz$K{hdeHw2%0=)80;Yq0ALw5JR)8`R_*TI00DlC8g{@BD6QK{Rp@CET
z2)Rb9S3`aR=-Hq@2sjN8y`X*y{4(ITpv+<zi2e%5XJ|+7*doAF49YQ3o&x0oz#5c=
zZLJMx??b59sJ$EL8KBPx<r+}>0d7axQGj)T;Fs?ME(QfWR^XS9@OZntjmMjSZfXG}
z59c!qrI7ZW49U}#RQ7B64xf<7fefuj0Vgq3Rx(sOFti!)5l{fF0z4@UH9#8M<1nhn
zVLXq+*dB+`&M*#T(@<&)@Ox3}c}N3p{n(HU{-?q711P;vOBnD4!0VCwHYf@xogvu<
z`j?>0fX+pz1-QHk^zJBSw08yQXF<OOlpIJH2K+|kT0t2M$~xc=11>?0*Mt6NP;k~H
z0|C=PzYp}U04qQl34ANycYr?vq8F@A;1i(_Y@&fv`v|#4t5-vQ0_fSGKL|Jt5Iv=S
z3j8wQw?^NwRaHRp+;NB};}C7eA@VSs#hiiYyMTPg?dWA&1mqNha?G$2^8{jq*q#FA
z0l*s6j=r!qz&;N_Pea>opl5(SACzlA=?AzSWk&)3KHw7`?VzBPd>?QzDB!djcmdA$
zZs#~G-{DzX4rFLO3OI?OvXY_NfuYTSkAMPb#p+H;VW<JhIOL{*z6JQbpg#|O;MR{p
zc^bJtfYJ*R!hkOTUXR?jK~X^I44F32zXW9l^eKWg;PNKWyQ7rRmKC6%1^pIKav)(C
z@Eeh91!XWO>wrHDxCAv`5Bi@$xd{G1z;w{>1N|$&3Q$G@$LWXq9pI0Eu&~t$d?NIL
zH8gN)A0gLh^=imZ06iP@2LY!6q8HRpfnNsv7L-{G1JPdr`3&vo9a{u=ia|LB%2S{`
z09b>vu&uQL?R^OK8nt%=Jp=Ulpj-n=KfvuMI|{H45d89ez{Q||$7<jOz>nbkFc<I;
zR_U{WU&6^`OQu+{_OoK;VCD6KMZ?Lhx)l6%mw6Zb64ra$LB}diV(p>g8NIbL@Fei8
z0Gwx>sp91749=HEqZGa?U`gN=h?<L?LJ#m`Ct^7XX&UevoD-f#?!Oq<j5Faoz=Ly9
z#W*XDV>#B(K^cy^HZZgvX`IGd0bXLLEC$?zHS_(jPd8{KdF^Cb#<{ejX8uFa->?IA
zUJ7h$>A{lKrQm4;emC|<OHsRF?OS2DPhi_?L3zwLL4|IgfpP;hx1*<aLfgL^`#9uc
zeJ&qDU)+P%?E-x1aysS0_bvOlUTZQW96*gzq32O(h%u?4UUeFO$IsdqI>h5-ZyDea
zXr9DS=?}aM;7;t+E&$KP%5VkXX-L*VUynWA7|=gvNHg?&>_8`ie<Czw{@IN?QI??{
zl=YX7Fhsov0Pja`Iztt^Dv8r|<+VnfY(v{()O#<^Cr6{+O^~(?_?O^>d?f<*Y^3!s
z_ZQB(A>mWhwH^2d6K82_!BcHK4S~!{(4-Au9yrIr+U)_2o$^)C$A+?lA;%5+V89E2
zrGU?3#O_Cr)POPu@KM0`0N;e>kE6djg7ZsI_Lw##DDl)o7Q)}d(8k@!MUDJ_9t1}~
z8sd!QZAcr1cJ(ml7skH<eE>KgGW3L;M2tYhTje=W@T5kW0)9MOkqM~fRph3ab;0Jq
zrvlyy_&1cQGxn9>*#Zf8jw4@!N5_Nb4e&>!jfs#9yQyEGu1K_Z2eirp=MvNFpP<-_
zXE$~{E79--N_!acKZYEP1RI{<Xc&#wi_jzw6g>T*wI<743y%&!ZV&b~ZKxTks21g6
zjF~Uc`@;~s@Qg+YhMxB#_YsVTDZumj6vc{XTQt)-xtF02MwgNa4e{(uiNLSEKaIA-
zR;mpUexz;ze=K_K9q<@F_%bL<ko%z7zg&9;a#w-#PPBJFU?pH*aIOYV67cPSQ^4N|
zIG#^wSW(dE;!$)I`t*XfZ<u>_5BBU!cwecW#XfxzcJA}Bvu+7WGIrd_*t6sGo;hjH
zZs6Ge@(Lf{&Y=A}a$5ij#SYxq>GLV;1>PMirGTdaHv!HB9F8ZUCxLGVT+2``0#rZ=
z1>Ocw2W$X+G0N`a9S2Fc$R{U&=dcGUWn2jb9twImU>xXnhN_NSJ0z?IEC+P+6E0N&
z-Uyyl;D>=<;HO>6Oj~!3fxu5QRNDZ~hHe*-yWQlp<AkR>puyiA{7l)0=P&!@P}Usy
zIpE>)MZl5Jb|_l05|DAB#Snbn&<&JS<ficHnR*D83AbhtMMW(SBX>CJ?P6%c-_s$B
zF?|mxp8?+vd^PY#fxiQ-J_H_aONTyuvZ{b`5}c)IZz?GHhMvHmLs>UJr&e`P&he>;
zvKV$44$B;7{jD>gd6IS=!MpifSGl0Q&e0yNdlT~afPX6}GdWiY)viHZ{2WBcPq}uK
zI*GdC&=&&dhsQu~gl!w4VLW)sf!{Bm<kMHFbMHX%G1%%^)O*@^j*pSE3nM2G=a&5d
z1>o~I&%B9$hflf2O14!W#YyH7^nwMsQ#e<>87&Rt9<&q~60~Tp9h5WNA~oHhb6NEz
zoTF}ooTos~hvarfDfuUqjfS2qc`$g2<Sc?+F%q_09e^yME#ss!=UPBt&2-CO0pA8J
zz{%=q@W%q*4j2IoTfq~-6jexmDgoT`FWC7DE3L<rr6`+@78&QXYmD}yY&*d3L4OLZ
z=xnxyzXSOt$_nUt)YSGEJQ13J^C;?yV>?@tdCXWgFva?=q<LRz4AsuofAPG`r+n&C
zX`|dRaxdXsksHlW34tX~!D3aY_hs08n&H0~=M5MMiiz8S^C&tA?^|K`1xDI2Bi3PT
zuP|aAM(h)aJQz930noojzr15aDn3h8?g9)2{2sM;=TS}m!ll+?^oH~EO7(H*<Agp%
z&_@T}hNY2L+Tp*57|>*#;deNlE(dgDcl-s)E&zWcKdYj;D&U*&9c?<#aqz5vp++0D
zQsFO!tiOFMQ*3LQB0p!SHLxYM5O}eJp=|>wM;VvF46S+aujg4q^=inpqn32k8^Z0i
z&*1N|kmN8bb&4T*9NX<?_65sA_~Qm>asUzvQFa9A#h|BwbDrTf@Sw38uL{!HUsTKm
zYFpU<G@s8a(L7EpPa)1{S)YUF@`!S4EFsbK0_MLPBQOqQ_({lr6TNv(P9^*U)FmKi
zA5&;HnTiq1Wp78Rl`QS@Ha_cCALqHo+7IwN;BLT0fCCxINWl3FX~ryrr!yrHJnb23
zji9W=%yk0vmcSc;A3^RcKo3J(f8gVhyUmcvC+(^Y*6zc&RfB{m&`$t5IhW=j=8r{g
z9r~yYxw(LKfJ+%Fn*jGPq&OeO+A=OLg69%yNd~?O_+*|b<VwIkfR`9*>!4?6#;sq0
zu47KQjUmkxOlb%B3Fs+&>PVU}ycbWVR#=~8FJq`a4f@{zUjzJ>p%u|g4umGPpiIKE
zOJTi0Ivj?@-a(5(RT@9mj;QNuoN%@P{v+@)(DNqL`-9e&D7PZ_A;{c~@p%_`j>3j%
zXx*LQv4Q6Z+Vwp=3s1zXH_8KiA_QB_0Z$fxcS3%NQjdePoM$l=-wIRi=M!2h=04et
z=}L<AO`N2K!2aCoQ9S0U)%W6rmi6g{-YJ(+yi(;>%Xg&(JbaRn&DM}XoU2XZxy-s!
z27{l!_@4^Sqg)s9vnJD2ep0O9DeWYtXm@cbEtGM2h~-;0@tmTp1f^WU+VHQ_Ojon4
zKk%84A(NkLYkQbS-VFPnz%%!k`8z7wd(i(G^xa)(ZwWv1RW5NG<ypv2;Ii6G;D>nz
zw8p^xebrHbq^){P{Rxom^D>VIE1nZsuLaLl;Q0tJjiIuV_Bs}|fOR7c8GnSKHH#s&
z;x>W@Sz9HADYQbnjZeu~PYo3HBH+s`O$Mr8QSLusw`jHxS%&R16lGUJ&JTbq@sxj&
z>LU1+k;{52i_q#6>lnynO<sijDO^e&%dL|M45?izQNA;D#`E#M24s6uE118W<y(93
zJZp8DE#h;GiJ;?qV%oiE%T~afVgGuJ($%oracftiD=gFcAabVxj>d?J!8a@1T$fBn
zpC)5$_cMAEusufXY>e}_G0rQ1f55nP4MzJWM2SXlmO;Wz1`o!019<j;-VrCdSA)_O
z($1omQSjVXQR)&nGvU8EnAb8OCsP}OQNgRMTiLS$5vc<5IoI|GL%Tq9jetiNGqfK=
zd`<z}3k`#qGZ3+w%C<*Yw#ftVlp1(nXN-XppghFSzNy|>@D5%_y~9v_3bV;}UbV`(
zh{KP<@{h~6;HPh)R5!$b#$Uv$ZzUqwd@Hx*ZSGT9XGC?DX0>3<jKruY#)vwKk@g6G
zgG=VI2hq5?h*jSxj0c{_w?ltBYRBsF@_8``PcS1nKI3$&6!7%rueiT}&jcK9((#Q5
zz&XaL9pGA=j}-wb24^GfG?i4Aqw1hHfL@5Q`<QMy3D}6b?7+_f55<l?6rADsenlB5
zcHrNbwKKoll)#cxaoV}nID-XGqp@>0z9|98&jaH5ta`}QjbRti`(wX96X#K-kmd$w
z19BHbhvVj1C3CLDPG13TNA5A^6yJbyKXiyN+69@Z&?f}+o4|h*wFg3GKj1f^u4{ll
z3eF?ov_MV)^qGR(n}LTJbh9poXJCPJ@Js>z5+rN`d<u1?@HZTkeDE9JCy7Ar{g62r
zJVl@sB6mBqYKyv71O658Z9rqR#G<TWTeMn*Ov}F@?F;ZM1xyFM0A=&>to#h%Md-5(
z@Oz_|!Pye<MWYs!`Vw#}=s)4x8ry*zC&_W(jKOF*0Qv@;6~Bvb)Mz;AeV0qAox%S&
zbcSx$F~GY*|7heI{dEd>6>Rb{;0rj3S_pU&{ksA@$3STW<+RDe{430H)c}5m_~wtY
z2`8L(KxnIc4V_N{p9%aO6Q2n0SPF>Kd*q%&*|nh0GryZ^P@KTIMMXHjY6BiSaK$|P
zWu6dxOW_-oN`=mIOl_CK3-G;Y!xum~XZSMkt>7#~+0aJgyVKk|IOVgCWlkI7gZ!MK
zb}#43x6q<f3~gyl(Vj)Wd<d9_aeFn>?K4mo_P2OYDh)c%GsZLESoHY)(8oA`-U=NI
zF9-*03(gCdmm`iXLabYkmh#Cb`r49(apFen5+Pv-TCHPzeuH`&0rvr}2HX!A2MJH2
z?3;iephk>L<#tG0$#l}M6H$g)k1@okE4A`B7~jOx%r|j1_$Hp?cNGHPKoKHPEVir^
z^6uihhl{8YQ;Wxm{CkQ=-7AKS9yPpJj2(CP<nf}6{~N6!H$95KF?9JdzcWw-h#+y5
zXeEOA6VdqOFHq>Bg$Na4B7{EkH{&@+_%I9qW{Zg{LK7;>?U(P2;@@^bzSYc=qNQj(
zV#IwDMK$1bz*&Iv0T%<V7&&gtJz{OqnDKXu4S<`+j2|;uYy;dmX3~UlVh`XxV!T@%
z1Uxcs!iaI=1mNlWMvWXJ&H-L5rfiD<#Ir1M1**XKi*eir*@SWhvj}_>i>z}62Kqs}
z9}M<`I6F4w1o=VTgjb0e5hs#FZ;>wgiF`3wj1=R<WKoV^UzjHriDg3LuO*8au&~7v
zYTWT=2tH}&--za4?2Zxq9V<(~PUCZ6yug3G1TKNTmcWhXeTQ*xsT=oJONgKDZ6l0(
zcweJ@_(H0S<cF^`KW{c$!T&=Vjk;Ulf6@DiY$5RWP33?8_pN9JMI*`*tt6=qYoUk`
zsiLoNi(Fcz3>RZXv6v=2WVtzFfmk9|h&5up*ete--D00OB#wzw;+(idizD5(UZ}QJ
zwij%#;J(_n0rwYeuj0POwvp~H5cV4GFW5HWzS{OW?l0Ol<G#lBhEV9fg+8q&?l*CN
z!L}9m)wZ{Af6=xL_cgY+iF>teJAHbQxZlD31=|kXSKHpj{YBeO+}GINBkmV%yXeyz
z;(j0Z7i_z6Uv2vU_ZMw@a9?Blkhs@0vk3pvd6}sGLl)VKmanpXWLl=dw9Ln*W%ikt
z`Go3OW!rDs=Tp-z2TZ$sX4>VTX_3!OiySg7@`Y)U!=^>Pghh^+7CCBK<d|uZznd00
zZd&9kSmcChk*`gQoHQ-+jcJinrbWK}9gEBti^X!W`d2M-+O)_&OpBZ`E%Kddk+Y^n
zzK2E5nHKrM95Lrj%lv3s=7MRNe`3U3H0|?~X`f4`UH)a-rO~v=Wy2yAXkZb$#juE7
zF)U(N*&=qUVG+ADEMnITi`Z?3MeKINBKClP!y?<nF3}(k;y=94ii@<s473Lt7O@8z
z7P0GwMeM<bMeHGlMeHruBKDSsMeJ7@7O{sK7O}T7EMgBcEMjlX7O}T6EMjkKSi~M~
zj2L@6!!q{vhGpzm^N6uW81}JuFzpj*+NYywm+QEt_9)XX*O+#RHtlk)X_pwoF8{Vg
zPWdbnYg*)b(;}Tri*z<E(#5n$S6C#@w8#ynMY@?5xzV&pylIgHSR~Q3$W5k2l1z(q
zH!ae`v`9}_B-yk`ifNHl(;~gh5!2hW%*_}veN4;TVp=B6w9KuBW%#!`S#Qihb7>~f
z#dw+m>@*uhh*%L%_DUE1MWMczBK>Xl0oJ+tM<({T-T*9@Xdj!{<N7|rGQjtVi9N3G
z2gZD#n%Lv`y_Oi!O(au)^b-TcFpBDvMWvXbAMn-mnXjgUzM4Mw)pW>L(-*#)4*P2Q
z(p!^$lCVtsZAAOV#2(jA0m~rTw<h*m8XfUzbkwKOF`q_%_i1$8r_onFjZXM9`r4<_
zX`e>_@M(0$r_pyljmY;c-7MW`0n=XLGk|NAYcUto$}RXNtO6!euT_h7Ki63-r1iyW
zu|e#maeTqTzY)>K5@qRPNwV~@I4z~Tatqoj6#V9aHRvrLw#|zv?-RBF*lr*8fe+i`
z!#)JYt3zGc%eZos;C$qL<l}1aVIKoisTCn2OxcGLtjQw^Yw-klKJnveqp(i%mA8dT
zob#3aK1rYYume8qGaq))hkfqD4*9SzeAr=NlKMZ4#(cEsq|p4VJWX}c{H!dd`#Z$(
zw6cTXV&zL;xg%z~ZOUwA4)xIzWjXP$P*#aRWwo+ev{2S4e-ka0my~rPR9UZVB>5^<
zqhW&AaA{a;wKRVf@fpf^UU{Bmt|NX`d0ly()@Rh)$~^psHvi@w_dP{=tYriF_qh0f
zz(ogTk+Micl8iS*NBqb2E%=XXmOq|)#ov=jZ#9!-{s_$J!(2Yh?ZdKwN&MboIPD{1
zQ1UEFeUB37!2JU_&vPVE&Qb}1U(Hjs2es)6?+jEG%~k`|K;A#8I@&=T>epHal}EWn
z>!@AB<t&BbIrXF(rFK%|)NX2`+C%lIb?S6=hB{N7t<F*Bsq@u^>SA@Nx?EkUu2NU4
zYt*&sdUd0^S>38`S9hwr)xGLI^?-UvJ)#~bS*O&~>KXN{>?Gsl&GHs`tGrES$V};y
zS@L$7C;uexltbkRd5^qTPLPx26#0Oxk~Okc*2@RwL-Jwyh<sE&CLfni$S37f^1tNM
z^3U=a`B(Xzd_n$AzARsn8|5asMQ)Qj<Sw~K?v)Ml6M0Y`mdE4?c}kv<=i~)>NfVk?
zvunE6QVZ3>v~aDx7O7pUU8h~Ib=JCSH)uC%3EE9scP&NhrQM?4s@<mDrQNNK(k2D1
z4O$npURQKY57a~SP`!=bUXRqH^;o@=9;e6aNqVy0TTj!|b*J7>&(ZVsLVd74OdqL_
z*2n7nCdC!1UFD@kN3|pM!S(9(LQ%V_U8xUlP;a2VPEZqsRJ*I)g{Ic1HNvLWs<pzd
z)~od*Kz&esPz0(EsSk-D^%3<Ep{tLokBVURaq7Jg^$GO}(L#MneM+=cpH`n1SE<ja
z&xla<uj*e#EA=_`IT5BluRbqYt1qZ8h&Jkr>WiYS`Zx7&B3yl0eOa_qUsYcf?bX-S
z*TvQ9o9de)LVa6(TXaz0Ro@kn>ig>ZqNDnu`k{zYKUO~$*QlSWpNeSpbM<p^t@@?<
zC5_C#tA7{Qsb8yKi&*s=^&4@$`mOq{=%oHb{fFqRey4sXy3h#dB)ZZlh!b(Lx9lx$
zkbPty(M_hwG;yQsEBlIgnJ&{sf^<lSNR&?L6gNq?bc-a}U-lQ>Wv<K>J>)<+Q1q08
z<RFnOhsYr!MGlw4MXD^4MWUA+OFNg|{97jCW?3wYMITuzOT{g6nw%!mWTmVWxAJe2
zh`!PzJ>oW5C+kGIoGzz}3^_y25Dqz0&J>ya%O=7pXUo~bCFjUF!Y${@xgtx>lk-GB
zIbY5f+5C$pqQ6`y7mC~EBDqN9$i;H87$BF(B_fx9(M06Q6>^2hm#gF|Q6SgIHDaJ#
zC)bHT$@Ox*D5R15nz%#0A>R;p%D3cOVz7Kiz9a6E@5%SX5cz@pKn#^1$`8db`H}oc
z+)d;96ER$VCO;D+<QMV_F;X6tN5v@lmHbK+$#3L0;vV@A`42H#elNclW8{zWM=@6Z
zB!3e3%FFVy7^kV4D(=&4noW$?g0vtpL2IG45EHelw5!DZS}U!UDAw9)ZN((5oz_lF
z);ee%M2QxyMT=4`MvD<sv{)@xlxdx`PGYLoMe8D_X>nSdctGo>bra=UycRDiv_vgY
zRBB0DlBm*>wPaDPrE007M(d;X5gsi~OB1zPU#+jG(*|pUMZGpm8z!b}Bejv@L9JLT
z7BhnW7W6mqP|!<3FNv8!uLQj!9@c3J6|;1yOYw*vpa+QAdaxcW9@VeXuM%_g)_QC4
znBGorC+6xM^bX>2{TlrmF;BlvzfL@%U$0*;=IdScuHs4kM*T*yK)*@9Nj#<Z)O(7B
zdM~|~_%Hny{T8uEzfHeQJgsNynPRb?rDush>$mH-izRxVo+qBs|D^v(EY<JS?-YO0
zhw4McGJS+TLi|;~N54lb*T?8%#IyRn`n|OO<6m)_q+X+TR&P{qQomOpRv%NJRR2r;
zv-%hHS@k9L74<ds4f3|P)%Vm7)Q{9p)X&r})T8QG>_4)z`n~KdyQmM#elkbq%R)I=
z4wED0XgN+!l#^wdESF2=a=B8jmTPH5ZIE5$>+((cwtQE<uYN@LkL9QGbNQwGyZl;y
zE5DOJ$bZUzX%<at0a~#7mF%arR<F^n*6!7M$b7<vXv4K4`DM_{G(p((Aiag&N^h%Q
zt#{O~)o;)f^zM3!ezSh7o}s(+Y<+-Upx>e2rQfZO((j|T79+9=L^caznu3_7BBogp
zyCkBPhInN|ys{%+1t4ApB3=a{F6oF%!H7#Ch)XRHms%n&U4^(5in!DYaVZROsWswK
z8^ooyh)dy!OYIPs+9NJqjffP1h|~cQDH0K>Bce?dqRlmkHqnSS*CN`)Alh7qXcLQQ
zb3LL>Cq$dhh&EjiZMq`b#39<;fH=?%ao|S8fq2A$1jK<v#DSX-2a*s6x+4zsL>x#)
z97sVNNJSjzg*ea~ao}defj)=>w;&FrAr9P%IM5ey;5Nj8bi{!S!~qB5KqlgV6LG+W
zIN(Mc$U+?Ghd7XpIM5$);C94;99kiC6a(PVx$xyY_;Nn{w*dY-5dQlo_-`S6_73>$
zAo%Q^@Y%ue*}LGgL*TPR;j_cwvv<R1hr>@tz)wfQPe;K|i{PjCz)wfRPshMd$HGtV
zg`bXtpWX*Q9S=X906(1wKfNEmSxn>gxR|I$t6kK1HAy|E&Qj;93)DsG5_OrnLS3hB
zP&cVt)NSexb(gwFZBX~C2i3#sG4%wkW=@fBo+IDvO1_yb2gm|>hrCPPEl0^Q@;-UL
zERj=Xh5U<rRz5FZlrPCwWmmabZk5~RPPtocp!+^~Kpv7u<Z*dYo|b3jd3jMbYKo?5
zfm(=qLS}1i)Mzb28>jUkzZ|NK(C!J^pj&mjuInxJFg;w4(4+Jiy_=q>_s~=IK6+o>
zp}Y0|dagcDAEXb_hwDZ9cxvT@|KBVBZLeg1yb1o81b^%Sf9wf=Ool(Ez#miLkG<fJ
zz2T2H!yo&=A8&y_rokU?g+KO%Ki&p^Oou;az#kp($4vO66aMIeKf2+MS@6ex@W*WU
zV}JPL?eNDO_~QV0VlF%}51yD0Pb`2B4ulW>2|ic|AG`xTI0!y?Cwy=)eDE&#;1KxW
zQ25|5_~6~}!Qt@15%9s0@WD~=!6NwJJ@CQN@WC<g!Ljhcd*OrQ;Dh(U2gkz)C(yoG
z!+RKqiKSwdSTDASouWY;5+}r2aS7)i*z<@kv~%hqdaFOs*!8GC60B4INpObx6T#Wq
z457%IwK9UYXwwMZs+AMG?H44RhlC4|a1jzNLBd0jFclIWfP@N2pgovY$sE9{d|0&)
ztMOqTA6Dzb>U>ze7vr~2n%MWiXxC1&{$U~Hzht9OXnv;MD9zEdS)qA4P}pgHEy6Dw
zx^XrXE0VC&ZyB_U{Fh3qC%qVr2R=V|pFVw0d$rHO7ot{?w^N>RS5IO;$a@HZ-GGHk
ze!)9HJbkcZU;P#BCi%Bc`M(daPZS>qwFnCN*)s{&iJv+}i#W1xnt1~89(K&Td?yLV
z__qy#{oRKh_hQ-<=Kjqcxbe)*f~Rddo-2{Dlr!qp)_bg@tz*omau$P2h_?K{S7D%v
zw!`8*Z3k-sU8Xyy{}^nsDN8(Uvx($VES7|z_yA3I4N;Z$QpDe_1$NaeR*R>nVzDmC
ziysgl=SPWH8d)77dgHoX3>TAV_>L2!#AHf+_=>;APnb1qcAIW>{kArSCN+k2OFlAr
zTHSta_YzNNLcGUH8max3sES2V0=qqb)xn(0gP(qHi??(KQe|R7*Z9twT3`)o6@A-;
ziBpTm+%tM|RHqT0qY_e5dPZfB8Bsi8(uAVPQMXMfp4crRGCsm!ZrwCzLh;>`$4nTX
za7}zi&R1K7U&+s%Fky1kttFF3PbeNUd1`!Q+u-<~@yUtwcT+-q;-I#{w7p}1T}{?D
zoVINvY1_7yww<;+?KG3NZQE(vw$iq38}CW(J2RP?=Xt;R@x6b#&#tPq)>Uh-s&lSd
zwRb@UT~~4;9oWb{E6oS{ntqS<Zt+#QP`!X~E9u}{;W4{TyttFjH`nM3p#L#D6whV8
z?Sax4aZQPSZxO7G;}w>r=Jxg+m6Lthx6G8DE4s7nWYN-(j7M;M#2+F8J!4=-6o_Bw
zLXCbgG#%{W+!`BIMQo<r_03CXZiU5YSQZbXJ?8TpAFo5IY2wXn>x*4LhMVLUDz|ov
z<uC>h(bmeRMOE+Aa-}%;^oz$KF(JFvwz8uI5?wIerHgJ&16p{mLmwwBFOTJwi=sQ-
zCWc3vJGdPbUMsu>3l+)X*m2!6_p-t{xcHvousN=TcJ8su_3RARGCcX6hrM+Y7RQ_F
zxzrW<Gdh9~bmK)fZZAGBd=Y$f*1YvE8EkWw>8~dZu_nzVX}WVKy&b_D5pifV8uSz{
zk0B=Y9t1asCs`4pE_A0;J)uqoy7uE|aWNQe&88jGadg}b26`EMZg$3@30_C9yC4kZ
zd+00AN^jcQR5sYU2}K?aE)i}`jGj$ubvvDOm#D8`8|~9tq2&(@ZD>i=-Hs|eymHl3
z6LFLI#TP76N#=kDszS@ZR5k6SxskpaNMCGPKq&ctA5HgoXf+9byX#LW@N-e*UT(e%
zE#W=3_v|U6o7~i_2>(tUKdgdPK1tICf+ARIRjS|2c}$Cja^`-~46^h{ha0(iLU-_f
ztOw$=6HH0mvT0MsQ6V=mzKf@09@p*hsmu!*9Zid;T|#t1{@c-m=hcw#?HpG-6d(KU
zNo3y68dbg3+QWJo%$Mf6*N2;LC}W}GUbNb&>Fov^{YW_8ugkP9t7H(wy8Bue5jF|3
z8aMk{u?uW;n9URqZLLf?Ew{S5?yWY`9R^G~HqQzz@z*aAJ8za)i!z>5UtYI7&Q2WO
zs0JhO>%iLG=JxM&%iC^Nv(d_1FBgw<(@bXKccwh&-5Sm?5STq5c8dG1blq{ECwn~X
zBUamZznDG1!LfP8qcXP?T<#@T&ha{Uo(GD}!Mf7y#OPN;A1<z43zdUOaX(IGA+)33
z4KaCnoIQZZAFT!2s1l%|FB>VIHfkau1o3g!PbEUErMhfCnPjYKuhcg%`+gc>4rb^c
z#k8;A@!<{hqj`Q2S4e$$n<(K}&y@>3NJ>mZ%}DG5A|rYwUF*M3UVNi!0y9{jn5Z>g
zOOH7+QuXqCaW)t~x<Gh|m2V+FTkS<yp)FgfYRu{$^=f`k^YA1Q@#Ry*I0D+23{e+B
z*R#{}#Us93kL^K!slk(o*2nRj0^TM~4}(FmC&?-ZuJk9TfuvTkzU2ka$-x9-{K~d9
z4v)bBF6&S&+qrw^bOhOp(8b&1{5>h-8m@=+82w5*<=%K&3-OOdT#pLJ{Tpw`k2kB%
zORz)jyT>sR-0ZFPTO6v(7Xfr?HbpLPFAw$w5NqZ53sZ%6C!P;6aP{uIT<<G3pUKqe
zo-@oxxQdGmBesa3K2VDkS53O*?vPH)q2<B^#`b$tPX^UQg4zPb`G$X`f(}*yGm1h#
z@D}GclS<H0?eU&O7d9iNQ~R-#b~pCrtaR_i@yzBlEs4vyt$p0x<oFe~;|d};JzU<s
z!$j8(^;78?+;DAhTNk2hjFPDtr!cl!`BZ-Psd{DZwI-(BJ0@8h;eh97!hv`yXr27f
z(Nuwu-cFO*$A)5p))SYc?w2T@l6MC;r^gS`y_5y}P&6(37Vtq)D!mLdG8FYeP-g`Z
zUgJ))Q^;88kLfti*>d=LHv6Y$UM^2y0)^n2;ChU4Ola?Scmjn}DUlCC@1n0>nFH*`
z+E&F=$())|gSwxZ?zvE)#PMK~&$mrQzIGPS<>vSlgA{)qD!_avHso$ePfu@K53YT|
zr9tc&BX@S-^VN69zKXid;BE#Ub8@iUd{PI)UYY!|;2sES5KaH+p6rY>Hlt*-ED@$s
z<teU~_Kq(oO>`ad#XbhE^D1N(x-M%Qt4@G>n<U`im|aTiT%XBU>`f*^Y2Kxvh6Vw~
z-|myWA&e_bDo;&%q_(1_*Q5g6&be@3fz=P;U>gZSLiVZ#3iI{4X)OURsvC*Eg@dvK
z+ZK|fez9T_o+8V3{?@Zz`GS<2zI4Cu_Siv+Bm>Wx{Gm@0a`YT<U920ahU8g1Q6Cft
zdZ$O@PUuDXx8gwSG~k(o@tEwHOn3IiEn++LB9eE<Sm|8`H@;x_iM8~?3Q8<P2r(`O
zQHmNfKj!|}N4faMYe|-*Fj7c(;eIQxEs#QZceKX1|Kx&4g6$sr4mC3~vn324mgX5=
zryu#~M3Ruxb?a5JoGJgfT7Eg(YP)}G(k#<VKzn?zI9_1RHWAMPDrG8`fK`};n3A@E
z8<`thXGL$>KHk%@^KG?pckMBxg1ufb+Ik8t4hG4YbJxboZkzt)gWbCYN85SqAso5W
zlT9l_4$d}q`2?g{+{gZf_j)^0<wXa!7C;Cu;riwspSKU7Kbt1iu1N6ieV;(QdGIW3
zfFg~AthQn2MJ=M<S{r&)c-M`Id`>$$Ot$}{boXKSz_S!y!I=9a*~9@tw{)IJxZ8eu
z3cr6f9*sKH8o?P0ooASRZI~6kw__46znr-wbknM*w|;y&GKFrV>mcp3T!Tyx2|;jX
zs6ew#@mNmGlnDtkH{ZFxbU@|{Qsqh@$lIGOmnCc{fiwED!xB1p4M=R;RK7;S8TmGj
zSbBTPV-^2N<VQue^Q}E-Ej{w;4g^A&NIol!Y!J@tT9n6-uthMr1nGHsI3h8Nd6X(#
zeTUM|>?`+R-bUZi-?tvC#5Ib5uHo(q8r88(32XUb+l-3}SX=B^+3V}*vfqZ1Z8rt3
zrm7}62a3n(*xZ-g^W5oGO5QM;=&T<*G9eSxIfs+Uksal73L0yMOuWcDFQyWZ-<(6v
zfk_u?)9jGs!iXWn#eG)mqbXo*z}6NK&rJ_p$(bEFa2?9bFQJ#73Eebg0%~#jwviF6
zj@=nK%kH<OC76blIVh#t$vL3cx_?M>UU8KCqX*L0r80IkppnN4b_4TMMFU-&wi?(7
zhH}S5VrZGGYsH{o4lAAUr$reKPxTKRwQ0zvW@VgT`Lu{1{lN=0nfXaPtHiG7zTMqI
zzP=p)(B-cfB}YrfQOM1L@>5tgj(rY5ti=P)oow&MmjK=*5CkH?qaN!<qjQ)SR284=
zQc@PVsAwtW&MbUiQusY502xA<FEr@vh+$B}5<zmH3yt8bqti>h%M%KvX0-H*tQ|%>
z&4$vD*)o)pB8Spyv=*8kLabyD_i9I`()`ZOP_G^k8CI+Q7OuVDkWM*=W^GjkwFjJ2
zLuz)xX*Ku_dj$@A1O%4>GZ_U_IlgJaRDcx2s~EecbLFu)>|1pL#8A3(9uxb{CJoMX
za#Kw)DFv&gj;syrs?E7-nRa;M2buT&E*J^H=z|L&K9NUQ%Nsb@M-MS*`|;8h!zCt~
zPbAOl=#|UsdGv$tgsOB;1&JP&rZVSrn2_d%Ka#o*(EQj8Tu5oq5MLTVOm35Zoby3D
zcwvmviL*-GpSqAS3BD!zVY6a>Ptl}O;&)Vas(%VW>(5s+io9Z0(DqLM@iHaOuc6mu
zz9@rRTD7bPJWMy{X^7%PGW4yF0tt%Ur2j2Q@o^gYv$LAl&KqW7^N(N=s)-Hn$5xzR
zj-2c34ewbg7z(zOjf;Uvc$)Utfk^(&izE+{S|UXY3MsyQY*f1$J)?N$l{D&v-Eqk(
zvQNfb0Xfn+svq}5z@_X6d`+e+Gc&h|dZBlf<jxv33vh9Ua}e^(D8m-E#dQ?%ii|4u
zn$)ZI#67$p8%YXcmFpW{Rox+>U9X){w^rbg5L(|KwSq?NK_CnB<IFn3isVY4n)|T`
zduK+Wc&Ln6M8Cqs!<-A?)LsFnht6{s3k0I64+G_9#|%xBvG|rUy{9*~RC#Mz<}O)Y
z-%K={Ecj+opJN++_*5nTWT6cnO#p5tv2dVHU+m03TjL2_+por+y}CqU3Y{1ZPblKi
zPqU<oGe{?<os=7YGIOw1!yqU(!ZrTG^u;qMQLeOOtYDeh+`SA^<VUWK>Gkkb{?&{q
zA7|$W0-hL&D3k3Z5N;<WebEJA)+D<uMnWk>^ldmhFeH9KLd8XvNGBff%e*)aZ+Fu>
ze?sDuv5?z%`*`8P`Sxkb3yjoqu2rPHi;xL6OYdm2!>dSIof#a#zE^dDvs6l0Ci4kP
z9M{aHFjA_nm;+BWSC?)eW!STI)=o>>Ly-q74dX)TcKj4thvh=u2G_df{*A>=582&V
zwD0%LsqIfMg-9|wwDcG(Zi%zszYTa;ikhCU1+=r@aMM$-pE?Q<ohLF^^9WRM)!25D
z7a_EC?B+i;WZHYTY_xt!ew)EN68ho>tKGD^ODjXF1Br@;eX}kU<nm>?H1k=Wl^$*B
zHJ9eQYDpg#)uDPx)iMWKc$5(JD3II^{;m8$dORhyFmJ8KTF({5#mxa+*e51V^qW=@
z?&L`9rY-%PkfTuthHLeCLkKY6J?f9yj{NPS@r7~mBH%E<hV*9%Uq10ib&k{!->=aQ
z*kBBn$6L>f2^cSeaC6NJT<`2BgwO8nkzE(^)Ucqvqc;VM4bG0v4nEQCaoMTo2xFkA
zoZEOo5z}k;b8e0`(S7unTSD$MGLPk4J+llM)TPi>Yei`9ZK_ZyUh(v#3O_q353Bpq
zYyMfntB2QGqBO0v7{fRkXPkjA9F>NEw-T9T$%mMT!P<juXg8b%LAC1>`QDETYTn{D
zw9AHkJh$WbJqN4C31IQqB|rpM_Rw1<#&ND)mzk)19tfU+D1v&u9GO#f;EkT`C9>7^
z;@HTjI6M1_aEGHF9GDBW;D%IAd^?>NwZ6v)0;g7nuq$Gnm_tzEko2fz2Yoz^Ifg}f
zkEb$=%_=uV`xamUTq0^y`?ba?FFzuJOit&ZM=|OFZ&M0InE(wpuOca2wJ+#vyG-a^
z%T`by+Uise)ElbokVkMk^8y}4Y3zi9HnKLfcd#?kxBB(b=94)bw2PgQF&s1_Ap;yV
z;FlFWJu^K62NU71kA&8M3idy0m>AjqS;O+D3=2K;A2ol<u(C7$vxb%V4{hwM^#813
z=OASMjevokiT$57f1zTa|FiYqWsJ;!SpBPvk&*Qe^la=*ge<?+GP1D!XLD8-mVY<J
z$VSilpJo4pDR%llWZCKI|JgTIMutB;#SU=dKTxnTGXK%-zd*AxF*5wSMOG%ZKOFaW
zJ7$Lelx1e&_@^v8Gs{0waIiD~S;h8;FF4r$Q#%I-%O9@$WswE&_uqX6C}aM2WPmb`
zKYGB<@lRi{FtPj@0UQkMgsgwx5f&!aKRx)DMJ87EfA>BM6C2YX?)<wQ8`~e=|GSKx
z@juYAG5qOU2RnT;OCvitXl`yg31LD_atC8Jw$Cd!Q$qb(c4yC#Md1{L|3jHJ95kJR
zjg12#pp%3OfC~w0V;e$%7k*tRnz<Sgaxenomrl;k$cd1NorMk1M_yhyXnO~JJBPo9
z7{I+8>~PQ|BqFk+KL;E=;ji%r03u^!D6H>bL`W{o$w<$@1Q>!W3~Y=njO<kO3}p25
zWE8&?+ZZ|;7}*h$i^)k7ikaHjJJ=i8nb|rJa?sMV{%j!x7}pMFHrD^4ih+@Xp8lVz
ze!>FG1HX&|0`s3Rl)l&+5z@)&15V-r^w!AU#?j8e$exgao)Hihzd9<XZ)arfK=}Jo
z#>mi2U(m*dP!kZ9gscpVglrs)KV2ncXJh+kIqlEe^Rx2Tho3D3tgUSv><Iy*{x8i6
zHV!{MK>t(N#@Yd3<(FZ=UH@tLPso62=f8l=@)Oa|8}<J`WI#{;Z<tvC5%?dN|0_4M
z{oULD2bck~!v763``=;xr=I~+_5Zh@8Gg<V|Bw6(m_z<Am>KAQ`t;vo<5xKS3T#b4
zko^wwpEL8{UHO;dUrzbY*1zojNAcgI;8!_d$O_q5+Sn=D>KhpS93Q`(AmZX6ruZw6
z0foO^E((a}pN#;s+P~xdTl61F73m3?eorbwiVTE|e_#B0U;ftoTSg2Z1DI0(C)Ga<
z{%$4;(ENMYiZT!~{R12$;cq|xn~|Tv_*+`q$lAogl#q#;<L3YsHM4X8Ohj~|mVhBE
zY-C_#2$(Q_O8@?8;gb4YW62t~AIW1+wt+xGkK^#ER}|k+10J`#3ULzQ+fD!)NA#@v
zDe`h2u7?<~hs{S_<NOj66}zt!nT=DLD;|f_c_psbC!-71B^G1W2+|eZC#S~?x);}{
zwztP_W5CT{+(<F|y}T(bIH`DI+F*3lob0`Bk2u_JT!?VNVY$}cR@d;^o>sn{tW{w+
z%hn&=_moB4yRlnWbblWIkl?MY#Yw^C#QT=n(`&=##pNb1r>$+UbySjI;{WowuNl_p
z-p$R6)OR<na^y1=*BO>*jdB{x*1+wtD=T=>x>f;Bk@4}Xv^fE%ly7dg$sQ$9FNiN{
zlzBg)k>4pdTCfnUlAwn86oo`?O?;hVTfE(nLpb!0tS6@TwMX1D<#;}^)v0AZFCz3K
z;84*lDUkT0$nvA}!kkg&eWa5?N=&TLIxu-eDCSw8z=>x<W%7&i7At=+3l}CDBV$V|
zO4S<N<x~a&nqfym{>U2qS}Vt;0;?86Xxf9yTo$6wggGOD57NMRNUwlX8;zZvA8+1Q
zEMA<KTuBj4nblbsH-V^GtHh+zt4T5wE_0y*19!m+9d@B2QELz*|I@mN5sh#_abc<N
zVkHsfkz+7WTnv#N1C}jj5uBO?ngLRgu_YrR0IMj-te_7NRn{l!pD4jgf1>;<T!?9l
zj2)^BKp6w{Q`^6Sba%5SbxDZ$afx9vSA7P?qgQ(@4Xs2?uJ`27v8n}0WJ_PRX6fdS
zz)ntc#=iOT{BUw%)@pRLg6Gyjam+R5$l>?IRp-{^HN}TNzx49{$oavIhy=85>B-aC
zFa^);uA%J+;dmw@!&j@9&oeF_#wC31ZizRzjDRnHL&&RnZKb!sK^&o>^)xg#&>Bn<
zVmV;x?&;;W;*$+8;|M4EJ6_>;mHY$1y47cMOEf4%YEJGM7El3z<5LQp&lZ;MwM#K4
zJ*$I-T~~=7dRu@YD_J{d_u5}8x)q)ZKnMvun;RZliP+O=0%?#KC%is*8z|eYmJ<{i
zcS-1>SAs&OA$;+%L^(eGcG<A1qXlgMcbK6nYg3o9bYF;w<>I;Qu14_W?a?_e3Eht*
z!1=WyGj41+A$o|UtcoS!hRnhR<$LBZHgW|W?RVyU7`48AW%}Dq1q~2wv_tB4Xzm^$
zl1el#45!}O<_6!jE|GCZHT5`BHJo9_)=SPH7$31L)iEJ8F&NwXSapg)26dMVl_@Ig
zEBklf5-Xxz%8J6~YZ1Ylm`<4Okl9e2)D76E@P)h5B~<nOf}olun_;S<$7bhSuTh*v
zoa6P_qV@U(QJbMro2QwM{bA5zKQUx*?w$B*%O6j=1#45R=&`x>ShFYEvpDsFbz0N(
zhOcMNqjiSc?9Tf{4l!8ixmwSFYAf!Of<mtp$_dr?4!w66g>vXNg5$9j$_ydI*$)?F
zGX`IA?c{-Q;<nABa%MwyqYwY&ya12lq%Rb<!l7&+c9>Do?Gsxt@3F<0pQSyzvO*Nn
z^KM46=b4uDxUSE7gQ%sejAL0_@fh+EipyzAxv-0paeCfQoOVl4gZ2{}nu;FTxLVkF
zrCSK*<ptB3;ksSdDY;Y4XVhla?9Nl+FuXmJFm0B3pR9QwvU$H)P`A))bT|5C=#3;%
z<T?6f-<7#}yvfjld2L%%H|Rd7=DU_YYqU<<TEh7}(+V8fO3fdi>b2~xY#R#Kqv$T!
zKOvwtZ`8IQ?W24v^%wqOwo|fW_^kGLU#RJ==nzApui6y1WiTQ0S!OEI=>xuS=Ec`-
z-s%tsuuy05H^2idok8P8PMuiAc+!$IIY*}PR7WKs9i4mbVLC7$f4Bwf4D~URj!aO6
z(8E-Y)uahY7XOIJnJbUXCwH|;Nu;MpL%oJZDlxw%MZ6ZB;4Vhx0ruaryrklrMPN7G
zk{7Xn9E^H27!0kJmhorDpjMInoJ^)@86bB_D!YN#(5Lw0HDKlBmI6Hvq47}w@6lyn
z3g|(OHsnKb-fKq6iuRiek-<u^_u0zh#r#>mf-<H;al9*X+{$C%CBrcLh}#lhl{rPx
zOanUQ+FgqC8Brw6%Bk$69&?reZS~iDY4V**SOImtxs(+vgbE(F>I3IyxWj7&_^P8^
zs3)WPhp&&g<FXM1j}gZ=4<$!Oa~PKP{H-l3yTqQ=QWm+Km@HSXr>Bf_H}Y?Y4%8ZF
z^J1uFg*6a;Ov<@HYBmvx_DMsMa0SaEjm%-A-3p1NN+W!=3P+Z$>sw`|e7J0PN067J
zk6+);oR6(Nw5sd#&=@K)8fDM3)SO*$gn<@zcgET1+C-Ty6S9f~Qk=RpIh|VD&#v0e
z<_P$m5UTk;j{WeO7q$dbv_vD$4;bnt{HCJ+6vfkX_;QXvsoUx%34DJ!QF->b<yviY
zcNAe+&sWtw<<Zi|-8c01^~HKlwt~n~@ubOXamC8%jPq8pebvKX&w(a(oh{(y7ApSB
ze#wlr0mLo5FCY3VOSb!4qP04L$LCnj7Hb~qx$pJ!FK{hnn-XQQ$pd={`!}-)2t53+
zAv|ZiAc$B2?^<3T654e;+1nlFq7or6iF!>u)|x-jP3gKkqqPa0i$G{K!Ru6(yu9%E
zm)%ZK8<)(BkTAA~pnG_DI^L`tg`hn-r%qKTJguk(XqIXcgWEOkJcfcVE5PZ5;+<3<
zRi>m>ypcI(XGDqx7&G_aCMV0MHa^E7u00R(>&WyCe)Er8A;W#QH6$5MW$&>3oD%z9
z_K?`e0@!H%0nBQOs@JJ@IM(oS>a}dG>|Ot$tb74{pv~(06T`cE0}sIaVg%W-8-okD
zZtHJODa!DgYff)^ZM6x`*uf`E8F(J$X$;%ak0W8Z#YDo#n6%x+7yGkcgrasaWBm|p
z_rTx-Q^n|Lzqs;L%)ez<Z4O`QXxlpB+prAv7z-g$3B=-6C+%52V@30(1y1r%%Y<r@
z7V>#slHD?w#f*8V48I*^hz$AGSDtGK0%3%frU9M<lb^uwim!^P$wC(GtYPNR=Goym
z@&D+sIy`RE(4xsdQIeN*;cxMo$#0XL{Q~R+-C1#wPWA;khy0H7WCjCEdsXFqwL~rR
z6LX$M=l$60nRPiFvDN2I3DMd)(>iqTtLNb+tZ&gBw4-n$wW+qr7zx`e{pZ;B4(^~W
zfiM2i(OHOgX=c$1_5uOA(`y33mcx7X{ieeOxY|c2b}k!p^WjHw##vI`x%_SlSZ6lh
zr_&(~v|~9hu80aiQM4>4BQLjPk3R^ny8G!sm(22jC4-(w$VLgvJq{mejN}qg^-OCH
zRAq<gE*#d0lB#FiLgg-rLl<#JtbW^OP?ejcs^KR6F*hx}j$y>iMy!o}RqDDyy+-wc
zDK2Av9<8NvA&dZYC-Y#=F)F^&4Ogu~f{Cakg)*)&`5b||P`{a6Z=XgIm;*EW@Ng?o
z>RNq>e*~1c=8+2SB@TNTtjR#g)hGa5Q39t_v}W#d+CbFWAE9oy&jig!ZBvY@OIDp!
z*LWHhjnj@z3QIDGHnFiFH|!-kBX;E=En~XHNF4b4pmX=Mkl+PkK)k5(*v7C?r|nc)
z#jqWmvURh)i=OKd<|<-8IVcH<<#(rD9}_RExH=II+K<InnhD<~M|U7SMW~Zgv8+*D
z>|i`8!;~h;CIh2`5d@e`^OiAt<8n$vXQV!EJ~(t{YwyM$&59f|D(3r^<Y-;EJVaSG
zcEmb|z#|(DqXlHiRK)oVpjK#wQhadHq`(*CjW@YK`p~$>N)k}4^7+WH#6?446xF%=
zJdpz&L!LtHT>W%leOmAqx2o0x5^{Yi`yEjmvFyDhNvd}5z$WDnRouNwxv9RsjQds7
zz;|uyR8R-Sg;BV%ijV${Q%`VdK_BP#wwm*}m9%mtX`4Q_vog1##Fet+rjc=GX6)(a
zNq1{n5|m!rx6AvisbT0Q4c*T&r#B*nC~sY;K*$UPklo-OxtBEjXi?UJZ(A(p!L8Eo
zbaUY)2X@S$><%P>P~f1F$EHr^vH*4@@aXcO+(1bZ)f^7+HX6ZeOMQbgTc&%EvSsr6
z+&S_>LaM7f#Y#%Jkzi-1F+{Ut$YLUmwR8>|u<q2UIkHak5r%7fUI2rTf+Li&Y~aP_
z*5?pjZEu43uA{boU*+V(IF4+PkYc#arF3Y4qGPh%Lu59nDQXEM<RN*1<dS5==U9eu
z%pJMV&4Nv-3x<O^--pe{2he)+58vBv>2izgN~w{=bPnT+>1e5U{iHCdMo1gyf#t`C
zxOSH26$-7>V(kmCiZwU<kQwHhf<XsU-Z!==r99_-P@yy58Q%Uh3pPHe&re>6Y<VTf
z7e$DEd1U1IQ0u@>hAeo*hD=g275o^+x4{-?dzo?{)f5Jwt}4Mn5^85So4T-JX}Tqy
zq@KECm)0=CZ>%_`^kescE4K?mSDevZyw!LtKE+X(vTo7!lu>_#>Ep&6hpvel7oC~h
zAY4Gtva?}gW#sTe(poHyZ$^fkS$dX@sg!MO=$XkE6I)J(y-yb|f@Vk0YLFp*g6ub9
zv~Ns_5={r;RkW*dU76pXQ!DIck!ISh$#KofH9Z-x@^7L9zwT5Q4mrlC1ybsGFyRaD
zSUrcNRKEfDF*tDlk1N3p^uJb3ev`g`p|~u+7ry?axWATSelD{7O>uuNAO0uB{U!Pj
zrT-np{g*|a|DEFgGWc8d|3Y#9mDc`Ro%t>C4_eFibLsBCptZFcnl?+K=$>;K``nW6
zWX4}6JtUV6mw;t_7JENMU4M%=P5J%-I~x^n{A$SU*(paik%@oo%BM=lbv1nav4^pj
z5v=w$buArj#i~=t_baaL4bNoHPHQx@YYLkKqbuG>&~KPX$+nuD!_18fG!7JLBy6%F
z2vS5)M10fEH~PKO2e<}?>SuE->R4mz&L891sQSoTq~d2z>P}VoR@|FiP}p^~yLabQ
z&(MRpX-pTYaXibMVT`|1<bCir*U^x2f*A{=q#;nP3prZAmg4}TcKo<ACoM=4J3}&j
zmt1y&9xbI}7b7n-=L93-M^!sim~X+Kmqu+hCa0JU2a!dBs759^w%p*2>KPW|8%$v)
zrO#M=prNEA%Ay_uEmM?lA)ke%EN7aF9h;yaGnXx>__Nkjl0_Q_EgAWnLFK+$zVMtN
z2}lqni)<`+X|80rlFzS3n^_byhBOz8zUEEwE>@B(E+^tFuBL)4+EOj7S;=K2Iw^7h
zeRKJ+0$G9rA17$#_bZ|)nHAuMr2aAr5T<0#OD+@fGgcDFiZYke0T}%aiDJgV3V`DJ
z(HKa*O16H3Y`cB9-ZDNgjF|+4iJv&%1Gx`&c!;+hSw4Ek??+88BEqoh(N@u7w0S#G
zL}a#=1Vw2b-`tTwE78-`X&tY_b{S8k>l&X4uANi!%IV=t6tml<OVbLgg@TQRRuO#0
zi?MdA^&QUhcTK*UlRBz_6BE0_*&8Dd_j$IX-TMcr%eqDDAlZ8mPajCoXVfOtRz!mM
zk#Aw)2p&+Ceed3;UO*bV>p6Bt&ge@dmIo9R$l3je70j$ZSMLPa+*T;N9lkTVn>yUx
z6L#!KW*k6U@1?GItyjf6|5~Mtr-BhKp{fw2^8HrLiV4d%`zs!nB80jY`}lo;^ldCd
z!PoHys68(p=6+X4qOb$3wpEoQT@?&L_OtZi@|4p`?@_y1_+t91S@`<PP+dov+V&4g
zh45O!;^0Y>#CR;NcB`sKyCIIEl(m#;z?I$cU5of@CE6aQvoq<X?AS72N$nIRK|H=1
ztALXRQ;u(^ycmOvd#iwnL>xP2mhM;Dl$<66x0HmB7I1n9NWc^2$oP`Ds`+Sl=*iLm
zwS&3rv)Dl+poB~np5mt;&)n!YTKMEpRB%AGvA{9O1@9_I9rbR{PIkO`yj6Yv1e<ep
znq&>c32u;B0R~avhv=9pR1=lw;D_$&m_>eHX>T~FtRH(>rr%<b*d-6&ZXYf`rj`|U
z9#QKor$Y|39hu(frR!JFXEP4HJJRDNMb=52iCEOZk{5}DH6EpIZEu*I0*mEaBDQ-)
z{mDL+6!h!p&b)(v7z{&qU#<5%cm`4)tF(wEac91%K<!{9MHzA}AuC>OA56Zwzcf`8
zaW%J?@jfh8t)#k8?t0$0RJ5o;+@xF-Lxr6I+#%$sLFu9vdg+1z+|fv=;(~$FoFSwj
z8a6iKO$B_6t2!Vpa2^obqI87yPo(`M+QCwqDO-XD5e>|F-NTDp(RTjBwxdae$T6h~
zK^X_ASoej~9E|!};Ukr(Nimcm@2DEZNS~jQ7jcu)7A6J#e@s+~Lx<&{1tla+$HS&d
zevG6@uBZd+UB`(G@>WbHvR5h?Pz#r?YNW}c<pla3;Fmgx88KiP4jVlQij_eKQ;8Kh
z7&JzBQZO6JyWc8J$twgNyorpBMGmRZ&@-+T9EzbewfqJqB{YssJ(mQpo+U;ay!u(p
zuxoeVSj%KWiQiN(EWneXxGxZvC7SpOKaFUMR%kZGMi`tn`8^Y}2&ugx<uxS~qd{W@
zIG?%c4Qj~1BzC57XJR5D3aglLbSe>yv8jJ(B{k~|XcD7AQk7c1yA9KAtl*@=f*j!+
z;o0K*B3|WDbgrT37CvS<(+C;|#%c6zzW%n$KEdFX7@OCowE@MMD4w?V2+c@G$I`Q<
z?me_?OSzX!wS@P$>gF^c9|npMF_7XTNjP!qphwtHO)i8m`Z9e`yhVsI;e>12)cp|3
z2(_C_B%HaeGQ&>9-NdYywm>dcP{gN}g~~&EbX8@Qr^=(wA`ouA`IZ6BUWOUpxZ{6T
z3h>vEKy6<rudlcRcQbYg%a!b^OFod72;u|{{Fan?j1x6NS;1nDjKI83(x?}T4%)oc
zE`Uoq`X-cGU*t0}Z_e|c2t~fj7-268ug3QTzf@%|{VnDB`7=*C-|8_4%6Y=YGH^eN
zds++S0wMp+y_%58<B_gCx4CHlme;Av{5rzEZj>0i0?=7OKs+};J+o=nE{xocQ1#K_
z3Em+R><_P&_c5m4*kMCm5MLkRKbU7EzqG2dG$I(VqTXE3dq_M}WD~xg%U#dX339!(
z9O%-623T`7Y1l@^`EXjT*VIwlmR}f7I6rz)oNT>C`*SGO3v_SFvW#pn^LDw0bUBLI
zHid&OSzIsl-+m2Pbmbc%HgX7bbnBw;^s&Zfnvy2XR!#7IX5rW;4|ulcAS4pwSVVbO
zb{9ll_sq5J@?(8bRQRl|{mT_eW1nziQ8-!y9pJ!aqI~(cqJwv<+FzGWpACV&CBIVO
zw$*1mH45Cli`8Au=sL26)g~t9rb1B90UA8g^{9f1+9JUYZ~uT_#L$dMo)@WYO~{O&
zd^(@~-dcVle^ICHL%yB-h^LgDrPGawsvD@m?G*1LVWUHT_aK7AM{P(xLnIwMt8VR@
zFjaNO>(56rl65x)u18@r{Dto3tn49;d`dV<z#r^%qp|grPdXKP>3xzczdSvNfE4FC
z?15lbtbq^T($FvPr1N7A46oZG5arUSVor|YLI&H4Zgzq(x|sAzsi~%9$gWhDf3S)~
zID&73aCf4ECX0!NUvezKJH=*k?>Ug3hgLdEy6Y`iw8Sn2I=}a#CilFzZ_8|f?gjNE
z)147BwI3*RU63X&+L$MR%g%g<w{NDM#+h;JlMWWX@v+0uOE>z=+_J#B*$GCahd#*B
zF-&lIE|>R1?Z&zRB&9UpUI|-4EykJ!+-API!OUvTm($1~y684VH^<J9N)>Mxx}ctz
zY>$_h2tF-=%lpa}(Kv3EfE-oa4i_fdGpZQ2K{Rd{UV2{Ax%Um;TD8r1)Y`RXhaD?z
zf*DT@ElrPyThOjQEY85s7GE&%jJ=PhHWXj54p#5%hZD}Lb1lW38>F@Lg<o+xiFVG$
zuI(j{mdyF`dW?^q`(8I%O=Ib7y%q-jcR$-QLOSq?xHEyDJD=nO4i1DCi1CKQ+&P1U
zjDGFkfioP?Q??u;h_Um&m1qisd#GE?K*ad?bts}_BO1P75=53e9Gm9DH2pVwZh7o6
z+*E7!io5E=LC{cS9mb;ddz7UhG!m&bg%K?Jy!8*(XiD~-0t&dOn(TgzW-rR?^fG=R
z$gv9MkOp~v<(|=rVK^JjHP+%m1NL}y_`2iPJk>Bc8}JVEFk^=3A3v{uJx74w!hogX
zRTbr;Bznn6ne1l66(%9j=(@S6Y06~JT1zKD?_x_uh{II^gD`)0@*FAbUHMXh9C6kl
z@on7U4QqVnVq$;oGUAI%D#FouP}bG}#CVXWj9o%$W%|bo2k_pP#X~{+Exj$iDtlUY
zDO({CBk(m@g<NW^`{GWzK>Z>Z^o}H4*T~Vg^W_i2r2Gw_Vxw3tLjCGRxSh?GUrB9c
zco6WzlO#XKf4l2OAAFgY+(-~T4+2AdCDY>chI))3mhQ9gG{{0mdSppn$i?U!a<KNz
zkz7`GB`VFpAMNRIhuw$|+8|@HZ7RV2aILEo8aU;uKJtYvTSqi~l<0Ae@bhR7;$|pj
zctLz*Cr3s#s3F1h4gH6MI3Hq2@px>f$ozGsd{e7WC`)eE;TU(e*8a1Q3_?eH8A#s`
z9nYyXpjUzzxrL7UITJJC5^|<esO_RS#zg{e>2+eLakk+)OHn#Lvp9OKh72>^-Qo6D
ze_}T!oQb6ML4C!3*9EM#6t-$pjcKH_vB19&9=@f{m?ZTr-<dQ4$jl6TS^zk8O606w
z-utQz!J9(Hk<_Q1_G=yBx1-oxy*lU}gUI+i@KuC~xyjfELrNbUVB(KXVibw73%KnC
z?yJZy=u@B9kMhn{VSs_v*mo`v&RcTUcZR<39ggOh>>H)Z-tBwjD>EJQ4k;Xyk5><%
zjcFT!x3s%`t?)Z!1ouuE<H+GQxF5mQmHaHa5jktue>PQC$uxhfJ};*kr$XAjvL;P_
zoNKV@?5CG?Eb1(q!|Cp1yn7i<#)iS%(j`qvj&Kl@$9wka2j|(9;Dfp|cw2kR*9Jd#
zzQ^aJ#Y4vTx!wb>)zK!=ZMNKKU^HZLgJ4j;kD*(`CMWAQ=Xk@yl~{27e5P_L3$f@<
zU<UkDo>QG}pl|0u<>QSLvtEr%T~7p$>RgjqxF1W&pZPsLiF7bjXOBpU53tRXnzn!n
zsirN*=z}Ow3R&I9gwq~&@Z|VxgG~cntGecc7=4;10S?X*cD*uq8h6Ym&QOg_EU@Nc
zY760@8_K|N$6&l8Z~gje^2t5YuO#VwWX^*^vc){1k}S%@IaWJ96k(-QpFx1SKYCbi
z_Ngq^{@zuG^NPx%MHF5v=nZ(^SJ~lzp|QUb>Ay+dztC8=zcZzDf6`dC-<uHrrm^gQ
zC!YV6IsOv;htmI!#{Sa$TjqbKvA+!dZuVc%*k1|z-x9xREDI~ge@A1#Yb;pfh@pGT
z$u{6id^MkIGo(id|1|!=hg~#Rk3R5ff_MoTg%&uaX6r1m<6(uP-nHZ~e;X79o3ZzB
zxY+(K?|Nsn_X?1jjb}kA)j6e2e*?)lJq+0^XNNi7UGdYyeFIgTMOASn^+0N=I5u{>
z*a~gs81d`&)~|jUp8@2)&dlq)`gO`a4oCA=9=%^Z+QKHoy_2@1n17y>P_J0H#xU9i
z&{_M7DiOf<lTUfMjxOfyhBpQr;82prR>aPMF7w@nIKMkfH=;Onu!NVP-OVO#6bfa?
zx_1azGp1H<K;a@;!lE;!gT9hf)-Y*jGo_8bLy%=K;uLw<<==+X(``P;0Ffp+B3oKS
zf^NakxVH-`ZLvW1K`Ub>$cN2=Ul=Ln)C%NMD3eY47NhBkvS{E4Co4D-;}vp7<twF$
zLll2>r<ig1j%Fqa+>Pv`-{>t}g2FT~Fo43~OjVQ!sLlmc(^O8zn%BguSqsi+p7PJA
zn@O^0NKvz89n#bn9Mb&#|2uOQcDZAGiuH7`5*8>d4sw(eRncz)R)}W*uq{)l@dvDL
z#VBTyGeHiShdl`jVRIT$`5$xv`BNR{jRp@fSoc@S?Qa^xUBU*l@YDmOa%&@gh>#UK
zC;6Y6GQV1IY-cVU_g=bCvXw4>p9jfqq+_46VlG#)bY5Il2}o{TB2cTfNQa>is93Np
zS&91Ye0(ZbR-D}WFh?d!K=83X<pz0S+p~Rb8pi1<3UA2hrUkIKa(4LUVhiI~xp9FW
zh^TtYBSrwY0M)Lk*@OYaVZ=onlR`gd2)$U}_%^&vI>^xT>WW!bVmyS9BZ;L=3M-`T
zYHN-Qx0Y{4ulhBpEioj-8_rU-X7f=N6=SDZT^WBjL116bwl^EMvK?a9pm8vh(g3OM
zKo9>s1o~qAjA?Ajha?U0d4Jn$tvq7pS%GVBi$T|VXov1fDo>DkXMu0-Mkr{sDu?Cy
z<J1q<36+a=jGLxq9uuq*EwtGV^Q0T$e(m?EY&&)@mPs+3P$@T)HJX%XIPP?HGy1L6
z&X%-zMWb@JV-+qEVBUxD406<Xmp9fdV208gBAJTWu%W7Ow=(K)3RQE3xT~rM7_ifX
zsWN&+ooy0ya`OQ^KHq`ysg;`;xDCXWM2peWt$S{^ESm`=lZqe4IOZlhELflh(2)<V
z$8C-X_k_+kPtcz)XyoM0^tGD(wgo$AK%j|w3X&#a%DbN@ZG{yWc{b3;icGOtll|2(
zdz;7E=jb}5FV(42Z<N$OWASxMR-}<s`}jbl#vj0SlzI!YOaqVqkVNP(gdU-8s76Y(
z9s{B`+v=nx2BSY=(o-pdO-$eh6AcByjL7i5MA2KcGsBz020!-2`dWmWxJe9Q+&VzA
zD-5B8LO=cmJ~W-ILkoJO7>ZsPXDdmi$~Mp#gck2}5b!rYTOfrpi4uo!sz7NyIU#?l
zK=6cM9Md92El)~%d}=>*8N^&g5c(LH5eg<?Qaco%auWV7?|?`UCQ`J-!(OU=3iUBa
zY~Un74j}n>BC%({5_*)j0rtIic<2acf<TNx5?F%Z6n8-WGH9}5IB?}|A$qIi$jHvb
zG-$FN7IT3kI8BqzoBF10lE4)QGgn+PL-=OyC6IDpBnWeckPl2mW)f~PM&op7B?ohf
zqG@+Mj;W%iBJ>x*EPtVn8OjfJ=ys-^q1pa;sg>W1g}_I#qJ*y0*{eByNY@<<Oo2C+
z<<5dR*P1$KKiwZ>HG)O=vRmJez<JwBEJLn~7*F^PZ2Avd$#mTIO=NNqlqiQhjs*fG
z4`e0Ld;7oA2N**Z$11HtwITMA34$@k0S-gKO>*=|zl<$l_bY9QR7%F^t2euJzIF97
z+<CHV&C;mSvw^qBU7BCCZ`XU{VST8VEufX-%>%A@4f7zksLMG!^QW1w;#P5f>h5ox
z;`d87RJl%c&?m|TPk<r{4bjSTAaYdHhnz+8Mfn(60@!bu*V6$-Dd>$0qx+1EUb<>S
zr9vP}HC_8T_;WMgYPFj9x4auXb4}t`lZPxVHjCrtEe}UME1(<4)=qnO>mWX*@35$V
zljg$`aE@EEv9WXwigMk5NKqs}1U!sEgICCtzP}L{@b5q!$=ibo@5cx=-)>JvqkMUJ
z8yza?;RHrAt-)Iiu}a0DN#Bln><AxkD&Ab6V?$#h-q|oPJZRE5b*6f}wwuEz?wKf?
z9*qocB^QQhb9X6}OMQJLD-Ca6J>1^=4xgqS@d)O|&jt35;Pmbo|FnV>?R$nm{N0h2
zw$*ABVOG%YoU`S&?Dw91pv-m<%_oGT7429y?8<y-64|v3{6ji5OEPq7C!`S3w~)HB
z*Otq@Z`p_}#<J!j*{C)TDf%UCLZ+0Si##QJAs=-zVycA8j&e(Rsf-Rz2zOL_bUl1;
zW~ieiZYucX6qi`5e3Ys0$SzUL?Gy_JN3pZiZ}PS2Zv#gCG$zB5UcQJTrb39`k`b0U
zaWKj7KS(8gQRtjS2-NX%zPg0De)Kx?2m5yWV1x%JIteUt-i$o&1lF7%*+dyZVu?rD
zNTRZMmh~f18L-%^<}xQZ$?P)U#~?hu^Tg70JKAqtEVt(KxUf=0QsKZnp%}B$o6M4{
z^n%^3cw`>+RAyr=M0bkX7?YpqV6V$V@eTzXXu14oE1lZCdzW0l5zcg&sL!#{4CkeR
zmZbKm|E8{~v?S2{BV6$%JegAxkttTQ%&Nm=pw`WWZLkl<B8VeM%ZpNsPycx8<1mxS
zXPM}ElH`+6BK%-MkUe3Ro^kM6l$5xBf1s?1Tsh_-O$z3oYEvsq#ny7xQMTONwnS;l
zPa;TAgcA>sFRmg}ImVz$%;b2`%97>6hu-V+y!o@={8;X(ohw>IpbInT9zN*t6~*V$
z2QABp%Fs8Xp^?>#GcE<7fQEpACNvf7`>&EmR??EA2>U|OB8$@=!0Xg3!|QOzZ!;o^
z+Bq~nJ}42SI5f(#W`W`uJ%UDXQmB75lhT|mxEDplk-;;=Myuys75a|EA7eH=V=e=Q
z5K&G2)L%tLA=DsNy%)l2zsdAe%$c3(7L69CM6q;fPzuVW68H_fN+Z62Gr#`&8U=n~
z1?_k#7`lJSwf!6EU^9+<_K!50prGbp<p5f2{Oq;&VXQtQ#qCkW0XP(riuJLgfP=Il
zJ_$T-D$qU_ziZ*?jgh8|K05Qfe}(S62-r;CzW9oXnHRqrz_P#wV94VdAneZCb$Y5#
zC+JeDG1G5oSSw2lGc&3-d*qGfIdCnjXX!Jjab>arcQazyZd1~qGP>xZ7Y!@?_JZ)P
z2fRX1mSj6`gfvY&xN7pUuVN6rLPV$S=hNTzEMa+Z1M=zI2wt7qi&<q82$x|k-{rju
ze~p}79kWI(*KAd|`(aF@Z#Dt}#}XtQW2kzZV&_b(#e6}zI@a7Qj@{xcq%+OQi}{_#
zmAseQE-;2T^DT~@H+)MBgm27{s77GfW(giu)qc#FLH8p9Vjt>0EF1~j0am~ls`4ON
z0vqn;4TePlBCtsxM8EzLtW@JE<>z-6fY&Od2X(~bax~qKp7u6btXtDLWVYF+gO`aC
zE@(j)o8^9HwWaA^2!VXgJe#d5aZk9CDl`<WhubsBxffuwbReTdf^-P9CsGpQ9y2zx
z6I`O+Ps(|-<kS>089&g^tsG5pR_|Wstv(18tuN8pMVU56dtgawqgXq$HXD*=YFn#*
z#plBYH)|Nf3{w2?9i~&n_8J%$JM{MWeAhVvo`FOblKO>AhLy#veQWBQuUVbqGcFS+
z9^^zrpvo6RQdAQ)fe@=uR4l5`hoBI`&Y5tnmP3;6io)V1d8M#T45KNxfM+Vs7f_qk
zV`wu@SS$|q8Rmx6MafmVk(fj`LnW`g50TMyQA8a;4jDu>Hh(PFsKYMcwrH|2e(28q
zNEe*K<cbtg?Sm;2eb)3^c)>oW0BOq_YB@}*bzR2DjV_;U^5y&)7D4BMsV=WZ7LSCP
z_t7`SR*9`|Ff@Suo#MGO+0C>JwzO~|VBK6?X>w?6zo*XfDfDVuzDYURC+tM(>iIUe
zen|`!SuQM@cD=5pCj^BZ(V6txGrQjo;}Mq3!)1#DqvrcA2ZHZxAqB*uaXnVeExRW*
z_OO*d-)ecL^_Fe)Dvtw#oD(!xz-rIiq+7TSgrLkhm(e)8-!0?bIumE+#~Jvk3sJQw
z2tx%Co>`^GljHhUV2KlPry^qK5KOjhU!V0CVGvUI&L_7Nmvq-IB3QU$NAUK>%5PHd
z$8S$FnVci>GWJ%oYPC+rw!<Qm!j4#D4?~@Ca7cGQ5GaE&)>ZZywJ@u4+ge?_1#!Xd
zP75Q&*lj-bTluo-Co@)I?qF{@yJy3vL>#<_c$9~a4XOvnf*6%S#MKC}oh8B!;_Lc$
z5`EK?dD-Q|PT0+Lgfe@{#Cy>|ytyU-8dVv!wkiIoh)5;>iL_=O?PKSKn~c|im=|L<
z;%06YZ(A2fUp4ar!|J1DN``1?H_JF?CfqLU9&KNamIrqu6xynEa6%V5z9O#;rWqI_
zJ`(>W81lOUJ~%8G{-t|66u!_+#1#)X7O^DAPa@1(xNyW1jQVwztAqt$vanH#M<)vj
zqM^zN#<@whbf1zkm5~hZlFug-k_S(0H-k)y!30qhrg_UKkn&R@)90YR--GM4%xRZg
z@&QpNFZ|Ce`LC_pzd7WeEE$jo{wt6BCrbuAfAe?YUo4q{{(sn;&+wP%Ka~DgEcq|Z
zzh(Ycmi(8&-_8CTmi*Ti@!t}^SuztV;8C3aF4=2kgTsdWTE>Uu8T;<b=v~4pS-(sf
z%>;9yHZHsbUuj-#>-Sui8U?MlaH`36H>MBH3CnS5>$b{z?3-iJ<0IUuSnw~8u1=m`
zL<WmVLTgG^j-NBmPs-BL+Vgs%j+U_AqrNf_GjG({#+%u-rX2`!N|h0q5bU0Rjm#)n
zGH=(*w+&}tEO#miriL{+Pm6iD@n(QNi~jPZx@fVte2#BqwI`0QT<@}E*qKQL-=qd|
z*s)!839EV*RRLLug|3uj32RRjE&lF(%EF8xY;NjT5=YvderaMrx)*GC4?Duj1d#5v
zjgbiJuVVtFduxVr`wR#H>0ZmW%zR-Scu6V5ijSzNjh>(+&zKlNsEU*5U4{x<m7Ok0
z)25d6rj#uBIIzhQB0lg6X%`Ab7xQ`(O6J_Gn9On55jWs6eqYrr3F9duHB1c=<^6Vp
zqMD<o2Yi$O*&uW7czQsiFp^RkfJG<^#iH=qR;BR?VL(L%YZP|GUlkx0Q(&E$f&$VL
zv<#+f(bx`=hoK3QVg2Af#tJ!=otZ_`E&vpyXmFh3j(t*jeFi=Pioa3J;xMDRdhqy=
zV|7_Q!(E&`)1-iYdN0%20f!i92HAzFua2}yB@d>aiX{UB{iN?%$%#7*N8xO7`HpB2
zJ+{mAO0$+z$)bwO+NRh;$~uLo$Z3OP3$Z$7)L8QbK6f>$*`u*cW0Tj1W&No8!dS7K
zP;;4WG+#S9g{+EBb>@p>!`e*A<M}n*7fowcUyh2W4c=U^61}0V6`qUE_NiV%Y@l{O
zT4BIDenQUdh88v->&>t?MbV=L!x^;DCGC&a9?oCjRm{TyDg4)9I`~;{G;*KwcRfa)
zeh61yZWf)$kwrr<n<ESd(3F$HGq^)C;L7CCh@bTj32kBaFkU$nxwR7&J4}{Mcf3~S
z0?a>?hC#u!t;UwDVVDTAj}JUJJ3h&E89q$HBLlV)<9*!0Xfr*sbN<Mvj8`Ej4&M1A
z8<(Y%{cKqI#XK%Z@;h_^{|S3u1?zhAyvmcS^67wgjt!_9@m(Tw<ReQpBW-r!Wr%yb
zrtCY3isDT1E<F$<k&ZTsr8TL`GVbY&;%hJxj$>pia5dtN!)IW4H%mx4v~{AQZA|<=
z<bof|K<Ti%kMwJ-AP6PrV-6<Y<e3wY0|U+NEX=gtJX{vof1IVV_clmM=D)-7VUkYu
z1~JoD<s8%ZiQ<TnG8o;IrU;S#U|;PJ?`CXDo;;9B=Z7@tT)7RKPK5_$&fEfbq2_x~
zbCSN%tP;_n$xfk9DUu7UAxQ+G<nAl^IfAmR${}{Au;FG+=9@mK+!q>GB~hb7rQjhM
z`On|UZDl3pO}nSRO1db)3e}6{IT}+@8HEQIkEm2Az6{B)2Ajx3nUfY4`h6t~LT#Z(
z>;YF|tdHwfR#bAgq)N|<-v5Cgm)EJnO<p8(2YWJfj2Q<et7aZ3Tw?nkT!~U7FTTRU
zUdh3bik3-fXtBo!oq?~Lis&9RZlgnr7^z+X>bnDcFhkmpA@V4nPmDQnPSju|_8N_-
zsB-$S(7-{UAQI3dS!ht-r6sBOckCdr<8wB{jq@2l=EE~HiWr#&Lto?Mcn1St`BxyK
zV{L&@rYu2A2E)e9zE|QDGx{zi-x#Wbq?{X<z8EYJtsu9{-;&TpQe($K`HfjpUV>9F
zk4Y)Kq{pXYenf?_HZExbx-Kn7joz$qm5AuNkbP8MLX=5IMovBIVhC<oKxxRhkg-aW
zRlq2T3A}_AP9)_M2xa`0WM!(VM(9GiKUL#(W7b{faCh7e1!e!^hylZui^$`UoVZ3u
z70{gSwzfUtPC?bGp0--#-4nLmUe>ow-$jy#aiR}XL~Ne~wnG|kWiQq03<ChXmtvrp
zTgiF!)eOi8^DB4^IuEY8Db4#2*BKx6pww-#D8WRVx~#nkpsBz`k`OKBfGN3zkB(ID
zBQ&Gy7F2S1aOdRG>v9`O*hV+f@4X>wiq0~HMK;cc`m5j#whOvFYRM`QAKO+s?C<gY
z2ujq@se%sYnrFawbqtDN%A=;m)o__sa3~l8-my$Ph!oN=mUm2#NN~r$v$5~R)J86K
zegpqMwVi1^RDB!AnUt;6lqI_s`%+_Om{HRxJf&<&k;zs_8H~!3jD1NMd%Eotw>6<u
zLs<uvZhb6~wMK{xhLLI9gSpRm%01Qd_Bn6P`TTzW<^0cibFOop>wA3e!Pwh<J{0m1
z4VJ#fMVV}s>N|uuizT+Z`%<2i(y0vtR{jrFzM0#XmtF0h>0{1zXlVg|wK131d}lka
zSEFK6q`y3GakOgr<$G{KMvni=n-+3Lok8$XIf^5nJNkp}xSWnbyj-b6s49)>f${L{
zB2aG6f5d1Hnr=};9~3{r^X^&R=|vmb+>4UY6Ji-I#nTJK)hK3oQ!;b0QQJRQQhj{V
zjvclSA=<gAcdwDS$llb@!5j50HGf}3i_(HrG&>sFn`IuIzwESNBy8ZK*BB7n{)At_
z?$mu6{2GHeFxFK)=p$={+;Op2#ygYZ4IhDyolx3xP9h>OTdw-OLD2c_Cse}aI>0>E
z&kZFoE3yGErf?qohP0sCpv7%9&H6Q3+Z8({H1Od&dhFQ1PcT1tL=0i^!91ZE^P+Ei
zGK+A-UbLh1-VsQ>2oguQJ<l96ikE^_tj#wm&B;`p_Pei0R+Y?;g>21#1INa*YEiHg
zE!)&=(=!*--&uKDKuwHAmY(Xlt0&|o1P#)T2x!eZ1%E9kT#|k!uLX9P#gj)U(q50~
zlyBvJssmQJrSX2}wqYjD)U^>#y2XlC-a2-&)T!hee~zthc4}9uuK58y3&oN{Ud18o
zzI#u-9Fu0r;M7pk)~x3Vn89n2nA#lBQ86>O;nND?ewKC4U#_hVRiPqGx(!zk(kQno
z-!hCQoRhnqY8j-~^Zdf{m7_b0Ks~Hh1G?&as?>F!!)x-p?$9Q)%v2;Ge>D2hJ$yp6
zqp@$&NA@Sn5SC6C38{64WuKd<T5>`Uo_B=K3dGLL3DGY_PP{W6!ZyZ|Oru`Z9#foC
zvz$#CuKadOK-*-h?<{q!y^L1Ag;i+p)c1jS%hMa2yC46juXkHI{vqFzy=9EDF>AWW
zA*eorvT({fQt773H-0Zf$U-3o<*Y<YKIJct>_jVBqezN1*r%A?wb<^?(8u`LEEb~S
z#R_8#bhS&}JlwBi?rdxlWtzmcLJ@~qot}Y$=u_Pc{piIAAru{r$Iu@`iO?(fm|5u*
zn>f7djC_t!U6A)ux^bUag6wO@d{!GJGiVdL|3O&?-AK_bxso@3B`!o^Dmcr*AR^Ab
z_5R8pW96ybf<c=U`Sua8x6`E}CP`t$PFg4ZxzWPPmFmRA7Cy#jLnp-b3pOHD*4@S8
zG9$qQ_pF*Th&eVE+TY-<H+Tz0WuBLZ-Oxf5-$B_Un!+<5G;~q*3LfDSPnGP!%~j0{
zjx;@p6hKG%*qOAzt;wsS)YlU(zO)`Y7vJmIs#g~T`0GK~uq=ql@&(D+;s|DN>3|3t
z2TFTUCTJZ!_9^aSKK^<wuK*f{uzCa)%ev27y*RR?1m6#5hT1hEj@U*mYpglcj%&E5
zpQI?5zO4xSa@;u}!`XX_X^#$po<jX9qw3A~_Kyr{etNJ=5r&zhufMshfP`-_{B(Xh
zp_<vWSZ-q}cG<l1;>(V)S7x<x6=s+ylzj?=KUF9{Fw6#(u-hyRNZ;;Z)QQHd@;c_S
z6+Rujc>xKEugjHd5G3DZD-a};+<DX`lb&8mYpPNWU>y#KtF0{3{#ri?y6oSM6wVb4
zFc%_g&&-Q`%(2NioekX#Hp+>x-=w3D>w9o0zrImaK=W1PL)IvMhNTVK2c|S9EWYB8
ziZ<@Kt4leziF`d4`nmAc<GIX2@PxoKe>vUAy@rxGql|26?B7zy;X!eiNnpL>)2r@g
zd*Bz_nSZs7yu~5=NVHr7YMzXh-At?_zQUeKMp9pErc)*;YkZYUZHc?wcF+o8Ns<?k
z#7AaLwjU>?$eU$T3-!XOnapN3`1ag@MiEwg-xLFOW6!uCYq4KGmf|z6-_1KKxfb{5
z!gxWnFIJ$co;X>#H6NAja%|FVrz>=dkgEVwGnf^eN-pwK9%Mk3HD9NP-)?3U|CJa$
z#G|nzYg#bgPwWhVbfWo;Yno?iq?GM&KX%sD#5N70c{p5rXI^)^Gmebn?K>KFlKn;J
zTEDS<@LjSvO7<nsglIMKi)q*w85n3ausXb-QnCL`=cp8K_uk$+EOXM$7~KH8jZT-`
z70~vk&PqXx;9D>ru@pW}2NAEeW5ZQjfhWS21#?gyv#Ml9(p7r1@P%jda!qL2#vwP2
zzJRvqsfm>1pJTM#sk`_rZL@bjQHme^PfkIggeJU4&)Hhncy)7PS6f4f8-L^oR7m+i
zUbDpwYE1K>(jn9~OM9Q*G~u=~f=O&^i*;hBONn{`3OX=Z(teIGA}oZ1cimfVQ8#i@
zls>tordn?&%3Ff!JA=@RpHt0uT>vS!J}~3!Tbl+gdze^fvn6at)vo-{$nqDU1O&hZ
zAb@~!y#)LxpakIPK)3(}{{kfdM;8gCYJc>BZvZ6#2g%9A{&4;UN<a=mAV9kf2dD-9
zj<f(AC^t}oi`2lexVaKs_ympx&?C6U+h7_17K|Ga0hHu!pcOctHrJv!{Q(UQ0cwOf
z8;7aE*>f}<Af)DOT-t9y1fZRc4iIYpXt(~6_IH>BaQqug0??qG(&HcPIeU)A$%+4>
z!63iQ4~KD|6A*Ii{s31%4kFh%06&j`T#vDT)wr)H#{>F8kiT6M0GPm~0j~~V8*_1p
z1;7XAKaC4$zk(qk04ss}#;(r=Xuqu$0)=psOa6Zl2w)YQ9Q-;3;ydr*zlG5o6bJ}J
N2d)d;zwa1`e*ohu2%P``

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-reg.xml
new file mode 100644
index 00000000..c4383d35
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-reg.xml
@@ -0,0 +1,2593 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-018-6-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='256'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='262' subinstr-id='6'/>
+         <instruction instr-id='262' subinstr-id='8'/>
+         <instruction instr-id='262' subinstr-id='10'/>
+         <instruction instr-id='262' subinstr-id='12'/>
+         <instruction instr-id='262' subinstr-id='14'/>
+         <instruction instr-id='262' subinstr-id='16'/>
+         <instruction instr-id='262' subinstr-id='18'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='265' subinstr-id='12'/>
+         <instruction instr-id='265' subinstr-id='14'/>
+         <instruction instr-id='265' subinstr-id='16'/>
+         <instruction instr-id='265' subinstr-id='18'/>
+         <instruction instr-id='265' subinstr-id='20'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='268' subinstr-id='10'/>
+         <instruction instr-id='268' subinstr-id='12'/>
+         <instruction instr-id='268' subinstr-id='14'/>
+         <instruction instr-id='268' subinstr-id='16'/>
+         <instruction instr-id='268' subinstr-id='18'/>
+         <instruction instr-id='268' subinstr-id='20'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='270' subinstr-id='14'/>
+         <instruction instr-id='270' subinstr-id='16'/>
+         <instruction instr-id='270' subinstr-id='18'/>
+         <instruction instr-id='270' subinstr-id='20'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='272' subinstr-id='16'/>
+         <instruction instr-id='272' subinstr-id='18'/>
+         <instruction instr-id='272' subinstr-id='20'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='274' subinstr-id='20'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='276' subinstr-id='20'/>
+         <instruction instr-id='276' subinstr-id='22'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='12'/>
+         <instruction instr-id='278' subinstr-id='14'/>
+         <instruction instr-id='278' subinstr-id='16'/>
+         <instruction instr-id='278' subinstr-id='18'/>
+         <instruction instr-id='278' subinstr-id='20'/>
+         <instruction instr-id='280'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='280' subinstr-id='18'/>
+         <instruction instr-id='280' subinstr-id='20'/>
+         <instruction instr-id='280' subinstr-id='22'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='282' subinstr-id='20'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='284' subinstr-id='16'/>
+         <instruction instr-id='284' subinstr-id='18'/>
+         <instruction instr-id='284' subinstr-id='20'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='286' subinstr-id='14'/>
+         <instruction instr-id='286' subinstr-id='16'/>
+         <instruction instr-id='286' subinstr-id='18'/>
+         <instruction instr-id='286' subinstr-id='20'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='290'/>
+         <instruction instr-id='290' subinstr-id='2'/>
+         <instruction instr-id='290' subinstr-id='4'/>
+         <instruction instr-id='290' subinstr-id='6'/>
+         <instruction instr-id='290' subinstr-id='8'/>
+         <instruction instr-id='290' subinstr-id='10'/>
+         <instruction instr-id='290' subinstr-id='12'/>
+         <instruction instr-id='290' subinstr-id='14'/>
+         <instruction instr-id='290' subinstr-id='16'/>
+         <instruction instr-id='290' subinstr-id='18'/>
+         <instruction instr-id='290' subinstr-id='20'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='292' subinstr-id='2'/>
+         <instruction instr-id='292' subinstr-id='4'/>
+         <instruction instr-id='292' subinstr-id='6'/>
+         <instruction instr-id='292' subinstr-id='8'/>
+         <instruction instr-id='292' subinstr-id='10'/>
+         <instruction instr-id='292' subinstr-id='12'/>
+         <instruction instr-id='292' subinstr-id='14'/>
+         <instruction instr-id='292' subinstr-id='16'/>
+         <instruction instr-id='292' subinstr-id='18'/>
+         <instruction instr-id='292' subinstr-id='20'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='294' subinstr-id='6'/>
+         <instruction instr-id='294' subinstr-id='8'/>
+         <instruction instr-id='294' subinstr-id='10'/>
+         <instruction instr-id='294' subinstr-id='12'/>
+         <instruction instr-id='294' subinstr-id='14'/>
+         <instruction instr-id='294' subinstr-id='16'/>
+         <instruction instr-id='294' subinstr-id='18'/>
+         <instruction instr-id='294' subinstr-id='20'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='12'/>
+         <instruction instr-id='296' subinstr-id='14'/>
+         <instruction instr-id='296' subinstr-id='16'/>
+         <instruction instr-id='296' subinstr-id='18'/>
+         <instruction instr-id='296' subinstr-id='20'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='298' subinstr-id='2'/>
+         <instruction instr-id='298' subinstr-id='4'/>
+         <instruction instr-id='298' subinstr-id='6'/>
+         <instruction instr-id='298' subinstr-id='8'/>
+         <instruction instr-id='298' subinstr-id='10'/>
+         <instruction instr-id='298' subinstr-id='12'/>
+         <instruction instr-id='298' subinstr-id='14'/>
+         <instruction instr-id='298' subinstr-id='16'/>
+         <instruction instr-id='298' subinstr-id='18'/>
+         <instruction instr-id='298' subinstr-id='20'/>
+         <instruction instr-id='300'/>
+         <instruction instr-id='300' subinstr-id='2'/>
+         <instruction instr-id='300' subinstr-id='4'/>
+         <instruction instr-id='300' subinstr-id='6'/>
+         <instruction instr-id='300' subinstr-id='8'/>
+         <instruction instr-id='300' subinstr-id='10'/>
+         <instruction instr-id='300' subinstr-id='12'/>
+         <instruction instr-id='300' subinstr-id='14'/>
+         <instruction instr-id='300' subinstr-id='16'/>
+         <instruction instr-id='300' subinstr-id='18'/>
+         <instruction instr-id='300' subinstr-id='20'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='12'/>
+         <instruction instr-id='302' subinstr-id='14'/>
+         <instruction instr-id='302' subinstr-id='16'/>
+         <instruction instr-id='302' subinstr-id='18'/>
+         <instruction instr-id='302' subinstr-id='20'/>
+         <instruction instr-id='304'/>
+         <instruction instr-id='304' subinstr-id='2'/>
+         <instruction instr-id='304' subinstr-id='4'/>
+         <instruction instr-id='304' subinstr-id='6'/>
+         <instruction instr-id='304' subinstr-id='8'/>
+         <instruction instr-id='304' subinstr-id='10'/>
+         <instruction instr-id='304' subinstr-id='12'/>
+         <instruction instr-id='304' subinstr-id='14'/>
+         <instruction instr-id='304' subinstr-id='16'/>
+         <instruction instr-id='304' subinstr-id='18'/>
+         <instruction instr-id='304' subinstr-id='20'/>
+         <instruction instr-id='306'/>
+         <instruction instr-id='306' subinstr-id='2'/>
+         <instruction instr-id='306' subinstr-id='4'/>
+         <instruction instr-id='306' subinstr-id='6'/>
+         <instruction instr-id='306' subinstr-id='8'/>
+         <instruction instr-id='306' subinstr-id='10'/>
+         <instruction instr-id='306' subinstr-id='12'/>
+         <instruction instr-id='306' subinstr-id='14'/>
+         <instruction instr-id='306' subinstr-id='16'/>
+         <instruction instr-id='306' subinstr-id='18'/>
+         <instruction instr-id='306' subinstr-id='20'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='12'/>
+         <instruction instr-id='308' subinstr-id='14'/>
+         <instruction instr-id='308' subinstr-id='16'/>
+         <instruction instr-id='308' subinstr-id='18'/>
+         <instruction instr-id='308' subinstr-id='20'/>
+         <instruction instr-id='310'/>
+         <instruction instr-id='310' subinstr-id='2'/>
+         <instruction instr-id='310' subinstr-id='4'/>
+         <instruction instr-id='310' subinstr-id='6'/>
+         <instruction instr-id='310' subinstr-id='8'/>
+         <instruction instr-id='310' subinstr-id='10'/>
+         <instruction instr-id='310' subinstr-id='12'/>
+         <instruction instr-id='310' subinstr-id='14'/>
+         <instruction instr-id='310' subinstr-id='16'/>
+         <instruction instr-id='310' subinstr-id='18'/>
+         <instruction instr-id='310' subinstr-id='20'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='6'/>
+         <instruction instr-id='312' subinstr-id='8'/>
+         <instruction instr-id='312' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='12'/>
+         <instruction instr-id='312' subinstr-id='14'/>
+         <instruction instr-id='312' subinstr-id='16'/>
+         <instruction instr-id='312' subinstr-id='18'/>
+         <instruction instr-id='312' subinstr-id='20'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='316' subinstr-id='4'/>
+         <instruction instr-id='316' subinstr-id='6'/>
+         <instruction instr-id='316' subinstr-id='8'/>
+         <instruction instr-id='316' subinstr-id='10'/>
+         <instruction instr-id='316' subinstr-id='12'/>
+         <instruction instr-id='316' subinstr-id='14'/>
+         <instruction instr-id='316' subinstr-id='16'/>
+         <instruction instr-id='316' subinstr-id='18'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='318' subinstr-id='2'/>
+         <instruction instr-id='318' subinstr-id='4'/>
+         <instruction instr-id='318' subinstr-id='6'/>
+         <instruction instr-id='318' subinstr-id='8'/>
+         <instruction instr-id='318' subinstr-id='10'/>
+         <instruction instr-id='318' subinstr-id='12'/>
+         <instruction instr-id='318' subinstr-id='14'/>
+         <instruction instr-id='318' subinstr-id='16'/>
+         <instruction instr-id='318' subinstr-id='18'/>
+         <instruction instr-id='318' subinstr-id='20'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='12'/>
+         <instruction instr-id='320' subinstr-id='14'/>
+         <instruction instr-id='320' subinstr-id='16'/>
+         <instruction instr-id='320' subinstr-id='18'/>
+         <instruction instr-id='320' subinstr-id='20'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='322' subinstr-id='8'/>
+         <instruction instr-id='322' subinstr-id='10'/>
+         <instruction instr-id='322' subinstr-id='12'/>
+         <instruction instr-id='322' subinstr-id='14'/>
+         <instruction instr-id='322' subinstr-id='16'/>
+         <instruction instr-id='322' subinstr-id='18'/>
+         <instruction instr-id='322' subinstr-id='20'/>
+         <instruction instr-id='324'/>
+         <instruction instr-id='324' subinstr-id='2'/>
+         <instruction instr-id='324' subinstr-id='4'/>
+         <instruction instr-id='324' subinstr-id='6'/>
+         <instruction instr-id='324' subinstr-id='8'/>
+         <instruction instr-id='324' subinstr-id='10'/>
+         <instruction instr-id='324' subinstr-id='12'/>
+         <instruction instr-id='324' subinstr-id='14'/>
+         <instruction instr-id='324' subinstr-id='16'/>
+         <instruction instr-id='324' subinstr-id='18'/>
+         <instruction instr-id='324' subinstr-id='20'/>
+         <instruction instr-id='324' subinstr-id='22'/>
+         <instruction instr-id='327'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='8'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='330' subinstr-id='14'/>
+         <instruction instr-id='330' subinstr-id='16'/>
+         <instruction instr-id='330' subinstr-id='18'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='332' subinstr-id='6'/>
+         <instruction instr-id='332' subinstr-id='8'/>
+         <instruction instr-id='332' subinstr-id='10'/>
+         <instruction instr-id='332' subinstr-id='12'/>
+         <instruction instr-id='332' subinstr-id='14'/>
+         <instruction instr-id='332' subinstr-id='16'/>
+         <instruction instr-id='332' subinstr-id='18'/>
+         <instruction instr-id='332' subinstr-id='20'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='334' subinstr-id='8'/>
+         <instruction instr-id='334' subinstr-id='10'/>
+         <instruction instr-id='334' subinstr-id='12'/>
+         <instruction instr-id='334' subinstr-id='14'/>
+         <instruction instr-id='334' subinstr-id='16'/>
+         <instruction instr-id='334' subinstr-id='18'/>
+         <instruction instr-id='334' subinstr-id='20'/>
+         <instruction instr-id='334' subinstr-id='22'/>
+         <instruction instr-id='336'/>
+         <instruction instr-id='336' subinstr-id='2'/>
+         <instruction instr-id='336' subinstr-id='4'/>
+         <instruction instr-id='336' subinstr-id='6'/>
+         <instruction instr-id='336' subinstr-id='8'/>
+         <instruction instr-id='336' subinstr-id='10'/>
+         <instruction instr-id='336' subinstr-id='12'/>
+         <instruction instr-id='336' subinstr-id='14'/>
+         <instruction instr-id='336' subinstr-id='16'/>
+         <instruction instr-id='336' subinstr-id='18'/>
+         <instruction instr-id='336' subinstr-id='20'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='338' subinstr-id='2'/>
+         <instruction instr-id='338' subinstr-id='4'/>
+         <instruction instr-id='338' subinstr-id='6'/>
+         <instruction instr-id='338' subinstr-id='8'/>
+         <instruction instr-id='338' subinstr-id='10'/>
+         <instruction instr-id='338' subinstr-id='12'/>
+         <instruction instr-id='338' subinstr-id='14'/>
+         <instruction instr-id='338' subinstr-id='16'/>
+         <instruction instr-id='338' subinstr-id='18'/>
+         <instruction instr-id='338' subinstr-id='20'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='340' subinstr-id='6'/>
+         <instruction instr-id='340' subinstr-id='8'/>
+         <instruction instr-id='340' subinstr-id='10'/>
+         <instruction instr-id='340' subinstr-id='12'/>
+         <instruction instr-id='340' subinstr-id='14'/>
+         <instruction instr-id='340' subinstr-id='16'/>
+         <instruction instr-id='340' subinstr-id='18'/>
+         <instruction instr-id='340' subinstr-id='20'/>
+         <instruction instr-id='342'/>
+         <instruction instr-id='342' subinstr-id='2'/>
+         <instruction instr-id='342' subinstr-id='4'/>
+         <instruction instr-id='342' subinstr-id='6'/>
+         <instruction instr-id='342' subinstr-id='8'/>
+         <instruction instr-id='342' subinstr-id='10'/>
+         <instruction instr-id='342' subinstr-id='12'/>
+         <instruction instr-id='342' subinstr-id='14'/>
+         <instruction instr-id='342' subinstr-id='16'/>
+         <instruction instr-id='342' subinstr-id='18'/>
+         <instruction instr-id='342' subinstr-id='20'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='344' subinstr-id='4'/>
+         <instruction instr-id='344' subinstr-id='6'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='346' subinstr-id='2'/>
+         <instruction instr-id='346' subinstr-id='4'/>
+         <instruction instr-id='346' subinstr-id='6'/>
+         <instruction instr-id='346' subinstr-id='8'/>
+         <instruction instr-id='346' subinstr-id='10'/>
+         <instruction instr-id='346' subinstr-id='12'/>
+         <instruction instr-id='346' subinstr-id='14'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='348' subinstr-id='2'/>
+         <instruction instr-id='348' subinstr-id='4'/>
+         <instruction instr-id='348' subinstr-id='6'/>
+         <instruction instr-id='348' subinstr-id='8'/>
+         <instruction instr-id='348' subinstr-id='10'/>
+         <instruction instr-id='348' subinstr-id='12'/>
+         <instruction instr-id='348' subinstr-id='14'/>
+         <instruction instr-id='348' subinstr-id='16'/>
+         <instruction instr-id='348' subinstr-id='18'/>
+         <instruction instr-id='348' subinstr-id='20'/>
+         <instruction instr-id='350'/>
+         <instruction instr-id='350' subinstr-id='2'/>
+         <instruction instr-id='350' subinstr-id='4'/>
+         <instruction instr-id='350' subinstr-id='6'/>
+         <instruction instr-id='350' subinstr-id='8'/>
+         <instruction instr-id='350' subinstr-id='10'/>
+         <instruction instr-id='350' subinstr-id='12'/>
+         <instruction instr-id='350' subinstr-id='14'/>
+         <instruction instr-id='350' subinstr-id='16'/>
+         <instruction instr-id='350' subinstr-id='18'/>
+         <instruction instr-id='350' subinstr-id='20'/>
+         <instruction instr-id='350' subinstr-id='22'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='352' subinstr-id='2'/>
+         <instruction instr-id='352' subinstr-id='4'/>
+         <instruction instr-id='352' subinstr-id='6'/>
+         <instruction instr-id='352' subinstr-id='8'/>
+         <instruction instr-id='352' subinstr-id='10'/>
+         <instruction instr-id='352' subinstr-id='12'/>
+         <instruction instr-id='352' subinstr-id='14'/>
+         <instruction instr-id='352' subinstr-id='16'/>
+         <instruction instr-id='352' subinstr-id='18'/>
+         <instruction instr-id='352' subinstr-id='20'/>
+         <instruction instr-id='352' subinstr-id='22'/>
+         <instruction instr-id='354'/>
+         <instruction instr-id='354' subinstr-id='2'/>
+         <instruction instr-id='354' subinstr-id='4'/>
+         <instruction instr-id='354' subinstr-id='6'/>
+         <instruction instr-id='354' subinstr-id='8'/>
+         <instruction instr-id='354' subinstr-id='10'/>
+         <instruction instr-id='354' subinstr-id='12'/>
+         <instruction instr-id='354' subinstr-id='14'/>
+         <instruction instr-id='354' subinstr-id='16'/>
+         <instruction instr-id='354' subinstr-id='18'/>
+         <instruction instr-id='354' subinstr-id='20'/>
+         <instruction instr-id='354' subinstr-id='22'/>
+         <instruction instr-id='356'/>
+         <instruction instr-id='356' subinstr-id='2'/>
+         <instruction instr-id='356' subinstr-id='4'/>
+         <instruction instr-id='356' subinstr-id='6'/>
+         <instruction instr-id='356' subinstr-id='8'/>
+         <instruction instr-id='356' subinstr-id='10'/>
+         <instruction instr-id='356' subinstr-id='12'/>
+         <instruction instr-id='356' subinstr-id='14'/>
+         <instruction instr-id='356' subinstr-id='16'/>
+         <instruction instr-id='356' subinstr-id='18'/>
+         <instruction instr-id='356' subinstr-id='20'/>
+         <instruction instr-id='356' subinstr-id='22'/>
+         <instruction instr-id='356' subinstr-id='24'/>
+         <instruction instr-id='358'/>
+         <instruction instr-id='358' subinstr-id='2'/>
+         <instruction instr-id='358' subinstr-id='4'/>
+         <instruction instr-id='358' subinstr-id='6'/>
+         <instruction instr-id='358' subinstr-id='8'/>
+         <instruction instr-id='358' subinstr-id='10'/>
+         <instruction instr-id='358' subinstr-id='12'/>
+         <instruction instr-id='358' subinstr-id='14'/>
+         <instruction instr-id='358' subinstr-id='16'/>
+         <instruction instr-id='358' subinstr-id='18'/>
+         <instruction instr-id='358' subinstr-id='20'/>
+         <instruction instr-id='358' subinstr-id='22'/>
+         <instruction instr-id='358' subinstr-id='24'/>
+         <instruction instr-id='358' subinstr-id='26'/>
+         <instruction instr-id='360'/>
+         <instruction instr-id='360' subinstr-id='2'/>
+         <instruction instr-id='360' subinstr-id='4'/>
+         <instruction instr-id='360' subinstr-id='6'/>
+         <instruction instr-id='360' subinstr-id='8'/>
+         <instruction instr-id='360' subinstr-id='10'/>
+         <instruction instr-id='360' subinstr-id='12'/>
+         <instruction instr-id='360' subinstr-id='14'/>
+         <instruction instr-id='360' subinstr-id='16'/>
+         <instruction instr-id='360' subinstr-id='18'/>
+         <instruction instr-id='360' subinstr-id='20'/>
+         <instruction instr-id='360' subinstr-id='22'/>
+         <instruction instr-id='362'/>
+         <instruction instr-id='362' subinstr-id='2'/>
+         <instruction instr-id='362' subinstr-id='4'/>
+         <instruction instr-id='362' subinstr-id='6'/>
+         <instruction instr-id='362' subinstr-id='8'/>
+         <instruction instr-id='362' subinstr-id='10'/>
+         <instruction instr-id='362' subinstr-id='12'/>
+         <instruction instr-id='362' subinstr-id='14'/>
+         <instruction instr-id='362' subinstr-id='16'/>
+         <instruction instr-id='362' subinstr-id='18'/>
+         <instruction instr-id='362' subinstr-id='20'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='364' subinstr-id='2'/>
+         <instruction instr-id='364' subinstr-id='4'/>
+         <instruction instr-id='364' subinstr-id='6'/>
+         <instruction instr-id='364' subinstr-id='8'/>
+         <instruction instr-id='364' subinstr-id='10'/>
+         <instruction instr-id='364' subinstr-id='12'/>
+         <instruction instr-id='364' subinstr-id='14'/>
+         <instruction instr-id='364' subinstr-id='16'/>
+         <instruction instr-id='364' subinstr-id='18'/>
+         <instruction instr-id='364' subinstr-id='20'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='366' subinstr-id='2'/>
+         <instruction instr-id='366' subinstr-id='4'/>
+         <instruction instr-id='366' subinstr-id='6'/>
+         <instruction instr-id='366' subinstr-id='8'/>
+         <instruction instr-id='366' subinstr-id='10'/>
+         <instruction instr-id='366' subinstr-id='12'/>
+         <instruction instr-id='366' subinstr-id='14'/>
+         <instruction instr-id='366' subinstr-id='16'/>
+         <instruction instr-id='366' subinstr-id='18'/>
+         <instruction instr-id='366' subinstr-id='20'/>
+         <instruction instr-id='366' subinstr-id='22'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='368' subinstr-id='2'/>
+         <instruction instr-id='368' subinstr-id='4'/>
+         <instruction instr-id='368' subinstr-id='6'/>
+         <instruction instr-id='368' subinstr-id='8'/>
+         <instruction instr-id='368' subinstr-id='10'/>
+         <instruction instr-id='368' subinstr-id='12'/>
+         <instruction instr-id='368' subinstr-id='14'/>
+         <instruction instr-id='368' subinstr-id='16'/>
+         <instruction instr-id='368' subinstr-id='18'/>
+         <instruction instr-id='368' subinstr-id='20'/>
+         <instruction instr-id='370'/>
+         <instruction instr-id='370' subinstr-id='2'/>
+         <instruction instr-id='370' subinstr-id='4'/>
+         <instruction instr-id='370' subinstr-id='6'/>
+         <instruction instr-id='370' subinstr-id='8'/>
+         <instruction instr-id='370' subinstr-id='10'/>
+         <instruction instr-id='370' subinstr-id='12'/>
+         <instruction instr-id='370' subinstr-id='14'/>
+         <instruction instr-id='370' subinstr-id='16'/>
+         <instruction instr-id='370' subinstr-id='18'/>
+         <instruction instr-id='370' subinstr-id='20'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='372' subinstr-id='4'/>
+         <instruction instr-id='372' subinstr-id='6'/>
+         <instruction instr-id='372' subinstr-id='8'/>
+         <instruction instr-id='372' subinstr-id='10'/>
+         <instruction instr-id='372' subinstr-id='12'/>
+         <instruction instr-id='372' subinstr-id='14'/>
+         <instruction instr-id='372' subinstr-id='16'/>
+         <instruction instr-id='372' subinstr-id='18'/>
+         <instruction instr-id='372' subinstr-id='20'/>
+         <instruction instr-id='374'/>
+         <instruction instr-id='374' subinstr-id='2'/>
+         <instruction instr-id='374' subinstr-id='4'/>
+         <instruction instr-id='374' subinstr-id='6'/>
+         <instruction instr-id='374' subinstr-id='8'/>
+         <instruction instr-id='374' subinstr-id='10'/>
+         <instruction instr-id='374' subinstr-id='12'/>
+         <instruction instr-id='374' subinstr-id='14'/>
+         <instruction instr-id='374' subinstr-id='16'/>
+         <instruction instr-id='374' subinstr-id='18'/>
+         <instruction instr-id='374' subinstr-id='20'/>
+         <instruction instr-id='376'/>
+         <instruction instr-id='376' subinstr-id='2'/>
+         <instruction instr-id='376' subinstr-id='4'/>
+         <instruction instr-id='376' subinstr-id='6'/>
+         <instruction instr-id='376' subinstr-id='8'/>
+         <instruction instr-id='376' subinstr-id='10'/>
+         <instruction instr-id='376' subinstr-id='12'/>
+         <instruction instr-id='376' subinstr-id='14'/>
+         <instruction instr-id='376' subinstr-id='16'/>
+         <instruction instr-id='376' subinstr-id='18'/>
+         <instruction instr-id='376' subinstr-id='20'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='378' subinstr-id='6'/>
+         <instruction instr-id='378' subinstr-id='8'/>
+         <instruction instr-id='378' subinstr-id='10'/>
+         <instruction instr-id='378' subinstr-id='12'/>
+         <instruction instr-id='378' subinstr-id='14'/>
+         <instruction instr-id='378' subinstr-id='16'/>
+         <instruction instr-id='378' subinstr-id='18'/>
+         <instruction instr-id='378' subinstr-id='20'/>
+         <instruction instr-id='380'/>
+         <instruction instr-id='380' subinstr-id='2'/>
+         <instruction instr-id='380' subinstr-id='4'/>
+         <instruction instr-id='380' subinstr-id='6'/>
+         <instruction instr-id='380' subinstr-id='8'/>
+         <instruction instr-id='380' subinstr-id='10'/>
+         <instruction instr-id='380' subinstr-id='12'/>
+         <instruction instr-id='380' subinstr-id='14'/>
+         <instruction instr-id='380' subinstr-id='16'/>
+         <instruction instr-id='380' subinstr-id='18'/>
+         <instruction instr-id='380' subinstr-id='20'/>
+         <instruction instr-id='380' subinstr-id='22'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='382' subinstr-id='2'/>
+         <instruction instr-id='382' subinstr-id='4'/>
+         <instruction instr-id='382' subinstr-id='6'/>
+         <instruction instr-id='382' subinstr-id='8'/>
+         <instruction instr-id='382' subinstr-id='10'/>
+         <instruction instr-id='382' subinstr-id='12'/>
+         <instruction instr-id='382' subinstr-id='14'/>
+         <instruction instr-id='382' subinstr-id='16'/>
+         <instruction instr-id='382' subinstr-id='18'/>
+         <instruction instr-id='382' subinstr-id='20'/>
+         <instruction instr-id='384'/>
+         <instruction instr-id='384' subinstr-id='2'/>
+         <instruction instr-id='384' subinstr-id='4'/>
+         <instruction instr-id='384' subinstr-id='6'/>
+         <instruction instr-id='384' subinstr-id='8'/>
+         <instruction instr-id='384' subinstr-id='10'/>
+         <instruction instr-id='384' subinstr-id='12'/>
+         <instruction instr-id='384' subinstr-id='14'/>
+         <instruction instr-id='384' subinstr-id='16'/>
+         <instruction instr-id='384' subinstr-id='18'/>
+         <instruction instr-id='384' subinstr-id='20'/>
+         <instruction instr-id='384' subinstr-id='22'/>
+         <instruction instr-id='386'/>
+         <instruction instr-id='386' subinstr-id='2'/>
+         <instruction instr-id='386' subinstr-id='4'/>
+         <instruction instr-id='386' subinstr-id='6'/>
+         <instruction instr-id='386' subinstr-id='8'/>
+         <instruction instr-id='386' subinstr-id='10'/>
+         <instruction instr-id='386' subinstr-id='12'/>
+         <instruction instr-id='386' subinstr-id='14'/>
+         <instruction instr-id='386' subinstr-id='16'/>
+         <instruction instr-id='386' subinstr-id='18'/>
+         <instruction instr-id='386' subinstr-id='20'/>
+         <bounding-box x1='35' y1='106' x2='569' y2='730'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='220'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='12'/>
+         <instruction instr-id='224' subinstr-id='14'/>
+         <instruction instr-id='224' subinstr-id='16'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='227' subinstr-id='12'/>
+         <instruction instr-id='227' subinstr-id='14'/>
+         <instruction instr-id='227' subinstr-id='16'/>
+         <instruction instr-id='227' subinstr-id='18'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='12'/>
+         <instruction instr-id='230' subinstr-id='14'/>
+         <instruction instr-id='230' subinstr-id='16'/>
+         <instruction instr-id='230' subinstr-id='18'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='232' subinstr-id='14'/>
+         <instruction instr-id='232' subinstr-id='16'/>
+         <instruction instr-id='232' subinstr-id='18'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='234' subinstr-id='4'/>
+         <instruction instr-id='234' subinstr-id='6'/>
+         <instruction instr-id='234' subinstr-id='8'/>
+         <instruction instr-id='234' subinstr-id='10'/>
+         <instruction instr-id='234' subinstr-id='12'/>
+         <instruction instr-id='234' subinstr-id='14'/>
+         <instruction instr-id='234' subinstr-id='16'/>
+         <instruction instr-id='234' subinstr-id='18'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='12'/>
+         <instruction instr-id='236' subinstr-id='14'/>
+         <instruction instr-id='236' subinstr-id='16'/>
+         <instruction instr-id='236' subinstr-id='18'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='238' subinstr-id='10'/>
+         <instruction instr-id='238' subinstr-id='12'/>
+         <instruction instr-id='238' subinstr-id='14'/>
+         <instruction instr-id='238' subinstr-id='16'/>
+         <instruction instr-id='238' subinstr-id='18'/>
+         <instruction instr-id='238' subinstr-id='20'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='10'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='240' subinstr-id='18'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='12'/>
+         <instruction instr-id='242' subinstr-id='14'/>
+         <instruction instr-id='242' subinstr-id='16'/>
+         <instruction instr-id='242' subinstr-id='18'/>
+         <instruction instr-id='242' subinstr-id='20'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='244' subinstr-id='4'/>
+         <instruction instr-id='244' subinstr-id='6'/>
+         <instruction instr-id='244' subinstr-id='8'/>
+         <instruction instr-id='244' subinstr-id='10'/>
+         <instruction instr-id='244' subinstr-id='12'/>
+         <instruction instr-id='244' subinstr-id='14'/>
+         <instruction instr-id='244' subinstr-id='16'/>
+         <instruction instr-id='244' subinstr-id='18'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='246' subinstr-id='2'/>
+         <instruction instr-id='246' subinstr-id='4'/>
+         <instruction instr-id='246' subinstr-id='6'/>
+         <instruction instr-id='246' subinstr-id='8'/>
+         <instruction instr-id='246' subinstr-id='10'/>
+         <instruction instr-id='246' subinstr-id='12'/>
+         <instruction instr-id='246' subinstr-id='14'/>
+         <instruction instr-id='246' subinstr-id='16'/>
+         <instruction instr-id='246' subinstr-id='18'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='12'/>
+         <instruction instr-id='248' subinstr-id='14'/>
+         <instruction instr-id='248' subinstr-id='16'/>
+         <instruction instr-id='248' subinstr-id='18'/>
+         <instruction instr-id='248' subinstr-id='20'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='254' subinstr-id='10'/>
+         <instruction instr-id='254' subinstr-id='12'/>
+         <instruction instr-id='254' subinstr-id='14'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='4'/>
+         <instruction instr-id='256' subinstr-id='6'/>
+         <instruction instr-id='256' subinstr-id='8'/>
+         <instruction instr-id='256' subinstr-id='10'/>
+         <instruction instr-id='256' subinstr-id='12'/>
+         <instruction instr-id='256' subinstr-id='14'/>
+         <instruction instr-id='256' subinstr-id='16'/>
+         <instruction instr-id='256' subinstr-id='18'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='258' subinstr-id='4'/>
+         <instruction instr-id='258' subinstr-id='6'/>
+         <instruction instr-id='258' subinstr-id='8'/>
+         <instruction instr-id='258' subinstr-id='10'/>
+         <instruction instr-id='258' subinstr-id='12'/>
+         <instruction instr-id='258' subinstr-id='14'/>
+         <instruction instr-id='258' subinstr-id='16'/>
+         <instruction instr-id='258' subinstr-id='18'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='260' subinstr-id='6'/>
+         <instruction instr-id='260' subinstr-id='8'/>
+         <instruction instr-id='260' subinstr-id='10'/>
+         <instruction instr-id='260' subinstr-id='12'/>
+         <instruction instr-id='260' subinstr-id='14'/>
+         <instruction instr-id='260' subinstr-id='16'/>
+         <instruction instr-id='260' subinstr-id='18'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='262' subinstr-id='6'/>
+         <instruction instr-id='262' subinstr-id='8'/>
+         <instruction instr-id='262' subinstr-id='10'/>
+         <instruction instr-id='262' subinstr-id='12'/>
+         <instruction instr-id='262' subinstr-id='14'/>
+         <instruction instr-id='262' subinstr-id='16'/>
+         <instruction instr-id='262' subinstr-id='18'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='264' subinstr-id='18'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='266' subinstr-id='10'/>
+         <instruction instr-id='266' subinstr-id='12'/>
+         <instruction instr-id='266' subinstr-id='14'/>
+         <instruction instr-id='266' subinstr-id='16'/>
+         <instruction instr-id='266' subinstr-id='18'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='268' subinstr-id='10'/>
+         <instruction instr-id='268' subinstr-id='12'/>
+         <instruction instr-id='268' subinstr-id='14'/>
+         <instruction instr-id='268' subinstr-id='16'/>
+         <instruction instr-id='268' subinstr-id='18'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='270' subinstr-id='14'/>
+         <instruction instr-id='270' subinstr-id='16'/>
+         <instruction instr-id='270' subinstr-id='18'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='272' subinstr-id='16'/>
+         <instruction instr-id='272' subinstr-id='18'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='12'/>
+         <instruction instr-id='278' subinstr-id='14'/>
+         <instruction instr-id='278' subinstr-id='16'/>
+         <instruction instr-id='278' subinstr-id='18'/>
+         <instruction instr-id='280'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='280' subinstr-id='18'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='284' subinstr-id='16'/>
+         <instruction instr-id='284' subinstr-id='18'/>
+         <instruction instr-id='284' subinstr-id='20'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='286' subinstr-id='14'/>
+         <instruction instr-id='286' subinstr-id='16'/>
+         <instruction instr-id='286' subinstr-id='18'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='288' subinstr-id='6'/>
+         <instruction instr-id='288' subinstr-id='8'/>
+         <instruction instr-id='288' subinstr-id='10'/>
+         <instruction instr-id='288' subinstr-id='12'/>
+         <instruction instr-id='288' subinstr-id='14'/>
+         <instruction instr-id='288' subinstr-id='16'/>
+         <instruction instr-id='288' subinstr-id='18'/>
+         <instruction instr-id='290'/>
+         <instruction instr-id='290' subinstr-id='2'/>
+         <instruction instr-id='290' subinstr-id='4'/>
+         <instruction instr-id='290' subinstr-id='6'/>
+         <instruction instr-id='290' subinstr-id='8'/>
+         <instruction instr-id='290' subinstr-id='10'/>
+         <instruction instr-id='290' subinstr-id='12'/>
+         <instruction instr-id='290' subinstr-id='14'/>
+         <instruction instr-id='290' subinstr-id='16'/>
+         <instruction instr-id='290' subinstr-id='18'/>
+         <instruction instr-id='290' subinstr-id='20'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='292' subinstr-id='2'/>
+         <instruction instr-id='292' subinstr-id='4'/>
+         <instruction instr-id='292' subinstr-id='6'/>
+         <instruction instr-id='292' subinstr-id='8'/>
+         <instruction instr-id='292' subinstr-id='10'/>
+         <instruction instr-id='292' subinstr-id='12'/>
+         <instruction instr-id='292' subinstr-id='14'/>
+         <instruction instr-id='292' subinstr-id='16'/>
+         <instruction instr-id='292' subinstr-id='18'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='294' subinstr-id='6'/>
+         <instruction instr-id='294' subinstr-id='8'/>
+         <instruction instr-id='294' subinstr-id='10'/>
+         <instruction instr-id='294' subinstr-id='12'/>
+         <instruction instr-id='294' subinstr-id='14'/>
+         <instruction instr-id='294' subinstr-id='16'/>
+         <instruction instr-id='294' subinstr-id='18'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='12'/>
+         <instruction instr-id='296' subinstr-id='14'/>
+         <instruction instr-id='296' subinstr-id='16'/>
+         <instruction instr-id='296' subinstr-id='18'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='298' subinstr-id='2'/>
+         <instruction instr-id='298' subinstr-id='4'/>
+         <instruction instr-id='298' subinstr-id='6'/>
+         <instruction instr-id='298' subinstr-id='8'/>
+         <instruction instr-id='298' subinstr-id='10'/>
+         <instruction instr-id='298' subinstr-id='12'/>
+         <instruction instr-id='298' subinstr-id='14'/>
+         <instruction instr-id='298' subinstr-id='16'/>
+         <instruction instr-id='298' subinstr-id='18'/>
+         <instruction instr-id='300'/>
+         <instruction instr-id='300' subinstr-id='2'/>
+         <instruction instr-id='300' subinstr-id='4'/>
+         <instruction instr-id='300' subinstr-id='6'/>
+         <instruction instr-id='300' subinstr-id='8'/>
+         <instruction instr-id='300' subinstr-id='10'/>
+         <instruction instr-id='300' subinstr-id='12'/>
+         <instruction instr-id='300' subinstr-id='14'/>
+         <instruction instr-id='300' subinstr-id='16'/>
+         <instruction instr-id='300' subinstr-id='18'/>
+         <instruction instr-id='300' subinstr-id='20'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='12'/>
+         <instruction instr-id='302' subinstr-id='14'/>
+         <instruction instr-id='302' subinstr-id='16'/>
+         <instruction instr-id='302' subinstr-id='18'/>
+         <instruction instr-id='304'/>
+         <instruction instr-id='304' subinstr-id='2'/>
+         <instruction instr-id='304' subinstr-id='4'/>
+         <instruction instr-id='304' subinstr-id='6'/>
+         <instruction instr-id='304' subinstr-id='8'/>
+         <instruction instr-id='304' subinstr-id='10'/>
+         <instruction instr-id='304' subinstr-id='12'/>
+         <instruction instr-id='304' subinstr-id='14'/>
+         <instruction instr-id='304' subinstr-id='16'/>
+         <instruction instr-id='304' subinstr-id='18'/>
+         <instruction instr-id='304' subinstr-id='20'/>
+         <instruction instr-id='306'/>
+         <instruction instr-id='306' subinstr-id='2'/>
+         <instruction instr-id='306' subinstr-id='4'/>
+         <instruction instr-id='306' subinstr-id='6'/>
+         <instruction instr-id='306' subinstr-id='8'/>
+         <instruction instr-id='306' subinstr-id='10'/>
+         <instruction instr-id='306' subinstr-id='12'/>
+         <instruction instr-id='306' subinstr-id='14'/>
+         <instruction instr-id='306' subinstr-id='16'/>
+         <instruction instr-id='306' subinstr-id='18'/>
+         <instruction instr-id='306' subinstr-id='20'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='12'/>
+         <instruction instr-id='308' subinstr-id='14'/>
+         <instruction instr-id='308' subinstr-id='16'/>
+         <instruction instr-id='308' subinstr-id='18'/>
+         <instruction instr-id='308' subinstr-id='20'/>
+         <instruction instr-id='310'/>
+         <instruction instr-id='310' subinstr-id='2'/>
+         <instruction instr-id='310' subinstr-id='4'/>
+         <instruction instr-id='310' subinstr-id='6'/>
+         <instruction instr-id='310' subinstr-id='8'/>
+         <instruction instr-id='310' subinstr-id='10'/>
+         <instruction instr-id='310' subinstr-id='12'/>
+         <instruction instr-id='310' subinstr-id='14'/>
+         <instruction instr-id='310' subinstr-id='16'/>
+         <instruction instr-id='310' subinstr-id='18'/>
+         <instruction instr-id='310' subinstr-id='20'/>
+         <instruction instr-id='310' subinstr-id='22'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='6'/>
+         <instruction instr-id='312' subinstr-id='8'/>
+         <instruction instr-id='312' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='12'/>
+         <instruction instr-id='312' subinstr-id='14'/>
+         <instruction instr-id='312' subinstr-id='16'/>
+         <instruction instr-id='312' subinstr-id='18'/>
+         <instruction instr-id='312' subinstr-id='20'/>
+         <instruction instr-id='312' subinstr-id='22'/>
+         <instruction instr-id='312' subinstr-id='24'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='314' subinstr-id='4'/>
+         <instruction instr-id='314' subinstr-id='6'/>
+         <instruction instr-id='314' subinstr-id='8'/>
+         <instruction instr-id='314' subinstr-id='10'/>
+         <instruction instr-id='314' subinstr-id='12'/>
+         <instruction instr-id='314' subinstr-id='14'/>
+         <instruction instr-id='314' subinstr-id='16'/>
+         <instruction instr-id='314' subinstr-id='18'/>
+         <instruction instr-id='314' subinstr-id='20'/>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='316' subinstr-id='4'/>
+         <instruction instr-id='316' subinstr-id='6'/>
+         <instruction instr-id='316' subinstr-id='8'/>
+         <instruction instr-id='316' subinstr-id='10'/>
+         <instruction instr-id='316' subinstr-id='12'/>
+         <instruction instr-id='316' subinstr-id='14'/>
+         <instruction instr-id='316' subinstr-id='16'/>
+         <instruction instr-id='316' subinstr-id='18'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='318' subinstr-id='2'/>
+         <instruction instr-id='318' subinstr-id='4'/>
+         <instruction instr-id='318' subinstr-id='6'/>
+         <instruction instr-id='318' subinstr-id='8'/>
+         <instruction instr-id='318' subinstr-id='10'/>
+         <instruction instr-id='318' subinstr-id='12'/>
+         <instruction instr-id='318' subinstr-id='14'/>
+         <instruction instr-id='318' subinstr-id='16'/>
+         <instruction instr-id='318' subinstr-id='18'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='12'/>
+         <instruction instr-id='320' subinstr-id='14'/>
+         <instruction instr-id='320' subinstr-id='16'/>
+         <instruction instr-id='320' subinstr-id='18'/>
+         <instruction instr-id='320' subinstr-id='20'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='322' subinstr-id='8'/>
+         <instruction instr-id='322' subinstr-id='10'/>
+         <instruction instr-id='322' subinstr-id='12'/>
+         <instruction instr-id='322' subinstr-id='14'/>
+         <instruction instr-id='322' subinstr-id='16'/>
+         <instruction instr-id='322' subinstr-id='18'/>
+         <instruction instr-id='324'/>
+         <instruction instr-id='324' subinstr-id='2'/>
+         <instruction instr-id='324' subinstr-id='4'/>
+         <instruction instr-id='324' subinstr-id='6'/>
+         <instruction instr-id='324' subinstr-id='8'/>
+         <instruction instr-id='324' subinstr-id='10'/>
+         <instruction instr-id='324' subinstr-id='12'/>
+         <instruction instr-id='324' subinstr-id='14'/>
+         <instruction instr-id='324' subinstr-id='16'/>
+         <instruction instr-id='324' subinstr-id='18'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='326' subinstr-id='6'/>
+         <instruction instr-id='326' subinstr-id='8'/>
+         <instruction instr-id='326' subinstr-id='10'/>
+         <instruction instr-id='326' subinstr-id='12'/>
+         <instruction instr-id='326' subinstr-id='14'/>
+         <instruction instr-id='326' subinstr-id='16'/>
+         <instruction instr-id='326' subinstr-id='18'/>
+         <instruction instr-id='328'/>
+         <instruction instr-id='328' subinstr-id='2'/>
+         <instruction instr-id='328' subinstr-id='4'/>
+         <instruction instr-id='328' subinstr-id='6'/>
+         <instruction instr-id='328' subinstr-id='8'/>
+         <instruction instr-id='328' subinstr-id='10'/>
+         <instruction instr-id='328' subinstr-id='12'/>
+         <instruction instr-id='328' subinstr-id='14'/>
+         <instruction instr-id='328' subinstr-id='16'/>
+         <instruction instr-id='328' subinstr-id='18'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='8'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='330' subinstr-id='14'/>
+         <instruction instr-id='330' subinstr-id='16'/>
+         <instruction instr-id='330' subinstr-id='18'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='332' subinstr-id='6'/>
+         <instruction instr-id='332' subinstr-id='8'/>
+         <instruction instr-id='332' subinstr-id='10'/>
+         <instruction instr-id='332' subinstr-id='12'/>
+         <instruction instr-id='332' subinstr-id='14'/>
+         <instruction instr-id='332' subinstr-id='16'/>
+         <instruction instr-id='332' subinstr-id='18'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='334' subinstr-id='8'/>
+         <instruction instr-id='336'/>
+         <instruction instr-id='336' subinstr-id='2'/>
+         <instruction instr-id='336' subinstr-id='4'/>
+         <instruction instr-id='336' subinstr-id='6'/>
+         <instruction instr-id='336' subinstr-id='8'/>
+         <instruction instr-id='336' subinstr-id='10'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='338' subinstr-id='2'/>
+         <instruction instr-id='338' subinstr-id='4'/>
+         <instruction instr-id='338' subinstr-id='6'/>
+         <instruction instr-id='338' subinstr-id='8'/>
+         <instruction instr-id='338' subinstr-id='10'/>
+         <instruction instr-id='338' subinstr-id='12'/>
+         <instruction instr-id='338' subinstr-id='14'/>
+         <instruction instr-id='338' subinstr-id='16'/>
+         <instruction instr-id='338' subinstr-id='18'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='340' subinstr-id='6'/>
+         <instruction instr-id='340' subinstr-id='8'/>
+         <instruction instr-id='340' subinstr-id='10'/>
+         <instruction instr-id='340' subinstr-id='12'/>
+         <instruction instr-id='340' subinstr-id='14'/>
+         <instruction instr-id='340' subinstr-id='16'/>
+         <instruction instr-id='340' subinstr-id='18'/>
+         <instruction instr-id='340' subinstr-id='20'/>
+         <instruction instr-id='342'/>
+         <instruction instr-id='342' subinstr-id='2'/>
+         <instruction instr-id='342' subinstr-id='4'/>
+         <instruction instr-id='342' subinstr-id='6'/>
+         <instruction instr-id='342' subinstr-id='8'/>
+         <instruction instr-id='342' subinstr-id='10'/>
+         <instruction instr-id='342' subinstr-id='12'/>
+         <instruction instr-id='342' subinstr-id='14'/>
+         <instruction instr-id='342' subinstr-id='16'/>
+         <instruction instr-id='342' subinstr-id='18'/>
+         <bounding-box x1='42' y1='106' x2='576' y2='730'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='3'>
+         <instruction instr-id='131'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='139' subinstr-id='2'/>
+         <instruction instr-id='139' subinstr-id='4'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='142' subinstr-id='4'/>
+         <instruction instr-id='142' subinstr-id='6'/>
+         <instruction instr-id='142' subinstr-id='8'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='147' subinstr-id='2'/>
+         <instruction instr-id='147' subinstr-id='4'/>
+         <instruction instr-id='147' subinstr-id='6'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='149' subinstr-id='4'/>
+         <instruction instr-id='149' subinstr-id='6'/>
+         <instruction instr-id='149' subinstr-id='8'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='191'/>
+         <instruction instr-id='193'/>
+         <instruction instr-id='193' subinstr-id='2'/>
+         <instruction instr-id='193' subinstr-id='4'/>
+         <instruction instr-id='193' subinstr-id='6'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='197' subinstr-id='2'/>
+         <instruction instr-id='197' subinstr-id='4'/>
+         <instruction instr-id='197' subinstr-id='6'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='201' subinstr-id='4'/>
+         <instruction instr-id='201' subinstr-id='6'/>
+         <instruction instr-id='203'/>
+         <instruction instr-id='205'/>
+         <instruction instr-id='205' subinstr-id='2'/>
+         <instruction instr-id='205' subinstr-id='4'/>
+         <instruction instr-id='205' subinstr-id='6'/>
+         <instruction instr-id='207'/>
+         <instruction instr-id='207' subinstr-id='2'/>
+         <instruction instr-id='207' subinstr-id='4'/>
+         <instruction instr-id='207' subinstr-id='6'/>
+         <instruction instr-id='207' subinstr-id='8'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='211'/>
+         <instruction instr-id='211' subinstr-id='2'/>
+         <instruction instr-id='211' subinstr-id='4'/>
+         <instruction instr-id='211' subinstr-id='6'/>
+         <instruction instr-id='213'/>
+         <instruction instr-id='213' subinstr-id='2'/>
+         <instruction instr-id='213' subinstr-id='4'/>
+         <instruction instr-id='213' subinstr-id='6'/>
+         <instruction instr-id='213' subinstr-id='8'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='217' subinstr-id='2'/>
+         <instruction instr-id='217' subinstr-id='4'/>
+         <instruction instr-id='217' subinstr-id='6'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='221' subinstr-id='4'/>
+         <instruction instr-id='221' subinstr-id='6'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='225'/>
+         <instruction instr-id='225' subinstr-id='2'/>
+         <instruction instr-id='225' subinstr-id='4'/>
+         <instruction instr-id='225' subinstr-id='6'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='229' subinstr-id='6'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='241' subinstr-id='2'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='243' subinstr-id='6'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='265' subinstr-id='6'/>
+         <instruction instr-id='265' subinstr-id='8'/>
+         <instruction instr-id='265' subinstr-id='10'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='271' subinstr-id='4'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='12'/>
+         <instruction instr-id='275' subinstr-id='14'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='279' subinstr-id='4'/>
+         <instruction instr-id='279' subinstr-id='6'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='291' subinstr-id='4'/>
+         <instruction instr-id='291' subinstr-id='6'/>
+         <instruction instr-id='293'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='295' subinstr-id='2'/>
+         <instruction instr-id='295' subinstr-id='4'/>
+         <instruction instr-id='295' subinstr-id='6'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='299' subinstr-id='4'/>
+         <instruction instr-id='299' subinstr-id='6'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='303' subinstr-id='2'/>
+         <instruction instr-id='303' subinstr-id='4'/>
+         <instruction instr-id='303' subinstr-id='6'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='307'/>
+         <instruction instr-id='307' subinstr-id='2'/>
+         <instruction instr-id='307' subinstr-id='4'/>
+         <instruction instr-id='307' subinstr-id='6'/>
+         <instruction instr-id='309'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='4'/>
+         <instruction instr-id='313' subinstr-id='6'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='319'/>
+         <instruction instr-id='319' subinstr-id='2'/>
+         <instruction instr-id='319' subinstr-id='4'/>
+         <instruction instr-id='319' subinstr-id='6'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='323' subinstr-id='6'/>
+         <instruction instr-id='325'/>
+         <instruction instr-id='325' subinstr-id='2'/>
+         <instruction instr-id='325' subinstr-id='4'/>
+         <instruction instr-id='325' subinstr-id='6'/>
+         <instruction instr-id='325' subinstr-id='8'/>
+         <instruction instr-id='325' subinstr-id='10'/>
+         <instruction instr-id='327'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <bounding-box x1='35' y1='106' x2='569' y2='730'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='4'>
+         <instruction instr-id='150'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='152' subinstr-id='2'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='154' subinstr-id='2'/>
+         <instruction instr-id='154' subinstr-id='4'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='158' subinstr-id='2'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='170' subinstr-id='4'/>
+         <instruction instr-id='170' subinstr-id='6'/>
+         <instruction instr-id='170' subinstr-id='8'/>
+         <instruction instr-id='170' subinstr-id='10'/>
+         <instruction instr-id='170' subinstr-id='12'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='172' subinstr-id='4'/>
+         <instruction instr-id='172' subinstr-id='6'/>
+         <instruction instr-id='172' subinstr-id='8'/>
+         <instruction instr-id='172' subinstr-id='10'/>
+         <instruction instr-id='172' subinstr-id='12'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='174' subinstr-id='6'/>
+         <instruction instr-id='174' subinstr-id='8'/>
+         <instruction instr-id='174' subinstr-id='10'/>
+         <instruction instr-id='174' subinstr-id='12'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='8'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='176' subinstr-id='12'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='178' subinstr-id='8'/>
+         <instruction instr-id='178' subinstr-id='10'/>
+         <instruction instr-id='178' subinstr-id='12'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='180' subinstr-id='4'/>
+         <instruction instr-id='180' subinstr-id='6'/>
+         <instruction instr-id='180' subinstr-id='8'/>
+         <instruction instr-id='180' subinstr-id='10'/>
+         <instruction instr-id='180' subinstr-id='12'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='182' subinstr-id='6'/>
+         <instruction instr-id='182' subinstr-id='8'/>
+         <instruction instr-id='182' subinstr-id='10'/>
+         <instruction instr-id='182' subinstr-id='12'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='184' subinstr-id='8'/>
+         <instruction instr-id='184' subinstr-id='10'/>
+         <instruction instr-id='184' subinstr-id='12'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='186' subinstr-id='8'/>
+         <instruction instr-id='186' subinstr-id='10'/>
+         <instruction instr-id='186' subinstr-id='12'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='188' subinstr-id='2'/>
+         <instruction instr-id='188' subinstr-id='4'/>
+         <instruction instr-id='188' subinstr-id='6'/>
+         <instruction instr-id='188' subinstr-id='8'/>
+         <instruction instr-id='188' subinstr-id='10'/>
+         <instruction instr-id='188' subinstr-id='12'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='4'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='190' subinstr-id='8'/>
+         <instruction instr-id='190' subinstr-id='10'/>
+         <instruction instr-id='190' subinstr-id='12'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='10'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='240' subinstr-id='18'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='251' subinstr-id='18'/>
+         <instruction instr-id='251' subinstr-id='20'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='4'/>
+         <instruction instr-id='256' subinstr-id='6'/>
+         <instruction instr-id='256' subinstr-id='8'/>
+         <instruction instr-id='256' subinstr-id='10'/>
+         <instruction instr-id='256' subinstr-id='12'/>
+         <instruction instr-id='256' subinstr-id='14'/>
+         <instruction instr-id='256' subinstr-id='16'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='259' subinstr-id='22'/>
+         <instruction instr-id='259' subinstr-id='24'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='267' subinstr-id='18'/>
+         <instruction instr-id='267' subinstr-id='20'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='272' subinstr-id='16'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='12'/>
+         <instruction instr-id='275' subinstr-id='14'/>
+         <instruction instr-id='275' subinstr-id='16'/>
+         <instruction instr-id='275' subinstr-id='18'/>
+         <instruction instr-id='275' subinstr-id='20'/>
+         <instruction instr-id='275' subinstr-id='22'/>
+         <instruction instr-id='275' subinstr-id='24'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='280'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='4'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='10'/>
+         <instruction instr-id='283' subinstr-id='12'/>
+         <instruction instr-id='283' subinstr-id='14'/>
+         <instruction instr-id='283' subinstr-id='16'/>
+         <instruction instr-id='283' subinstr-id='18'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='288' subinstr-id='6'/>
+         <instruction instr-id='288' subinstr-id='8'/>
+         <instruction instr-id='288' subinstr-id='10'/>
+         <instruction instr-id='288' subinstr-id='12'/>
+         <instruction instr-id='288' subinstr-id='14'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='291' subinstr-id='4'/>
+         <instruction instr-id='291' subinstr-id='6'/>
+         <instruction instr-id='291' subinstr-id='8'/>
+         <instruction instr-id='291' subinstr-id='10'/>
+         <instruction instr-id='291' subinstr-id='12'/>
+         <instruction instr-id='291' subinstr-id='14'/>
+         <instruction instr-id='291' subinstr-id='16'/>
+         <instruction instr-id='291' subinstr-id='18'/>
+         <instruction instr-id='291' subinstr-id='20'/>
+         <instruction instr-id='291' subinstr-id='22'/>
+         <instruction instr-id='291' subinstr-id='24'/>
+         <instruction instr-id='293'/>
+         <instruction instr-id='293' subinstr-id='2'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='12'/>
+         <instruction instr-id='296' subinstr-id='14'/>
+         <instruction instr-id='296' subinstr-id='16'/>
+         <instruction instr-id='296' subinstr-id='18'/>
+         <instruction instr-id='296' subinstr-id='20'/>
+         <instruction instr-id='296' subinstr-id='22'/>
+         <instruction instr-id='296' subinstr-id='24'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='12'/>
+         <instruction instr-id='302' subinstr-id='14'/>
+         <instruction instr-id='302' subinstr-id='16'/>
+         <instruction instr-id='302' subinstr-id='18'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='305' subinstr-id='2'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='12'/>
+         <instruction instr-id='308' subinstr-id='14'/>
+         <instruction instr-id='308' subinstr-id='16'/>
+         <instruction instr-id='308' subinstr-id='18'/>
+         <instruction instr-id='308' subinstr-id='20'/>
+         <bounding-box x1='42' y1='362' x2='576' y2='733'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='5'>
+         <instruction instr-id='62'/>
+         <instruction instr-id='62' subinstr-id='2'/>
+         <instruction instr-id='62' subinstr-id='4'/>
+         <instruction instr-id='62' subinstr-id='6'/>
+         <instruction instr-id='62' subinstr-id='8'/>
+         <instruction instr-id='62' subinstr-id='10'/>
+         <instruction instr-id='65'/>
+         <instruction instr-id='67'/>
+         <instruction instr-id='67' subinstr-id='2'/>
+         <instruction instr-id='70'/>
+         <instruction instr-id='70' subinstr-id='2'/>
+         <instruction instr-id='70' subinstr-id='4'/>
+         <instruction instr-id='70' subinstr-id='6'/>
+         <instruction instr-id='72'/>
+         <instruction instr-id='72' subinstr-id='2'/>
+         <instruction instr-id='72' subinstr-id='4'/>
+         <instruction instr-id='72' subinstr-id='6'/>
+         <instruction instr-id='74'/>
+         <instruction instr-id='74' subinstr-id='2'/>
+         <instruction instr-id='74' subinstr-id='4'/>
+         <instruction instr-id='74' subinstr-id='6'/>
+         <instruction instr-id='76'/>
+         <instruction instr-id='76' subinstr-id='2'/>
+         <instruction instr-id='76' subinstr-id='4'/>
+         <instruction instr-id='76' subinstr-id='6'/>
+         <instruction instr-id='78'/>
+         <instruction instr-id='78' subinstr-id='2'/>
+         <instruction instr-id='78' subinstr-id='4'/>
+         <instruction instr-id='78' subinstr-id='6'/>
+         <instruction instr-id='80'/>
+         <instruction instr-id='80' subinstr-id='2'/>
+         <instruction instr-id='80' subinstr-id='4'/>
+         <instruction instr-id='80' subinstr-id='6'/>
+         <instruction instr-id='82'/>
+         <instruction instr-id='82' subinstr-id='2'/>
+         <instruction instr-id='82' subinstr-id='4'/>
+         <instruction instr-id='82' subinstr-id='6'/>
+         <instruction instr-id='84'/>
+         <instruction instr-id='84' subinstr-id='2'/>
+         <instruction instr-id='84' subinstr-id='4'/>
+         <instruction instr-id='84' subinstr-id='6'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='86' subinstr-id='4'/>
+         <instruction instr-id='86' subinstr-id='6'/>
+         <instruction instr-id='88'/>
+         <instruction instr-id='88' subinstr-id='2'/>
+         <instruction instr-id='88' subinstr-id='4'/>
+         <instruction instr-id='88' subinstr-id='6'/>
+         <instruction instr-id='90'/>
+         <instruction instr-id='90' subinstr-id='2'/>
+         <instruction instr-id='90' subinstr-id='4'/>
+         <instruction instr-id='90' subinstr-id='6'/>
+         <instruction instr-id='118'/>
+         <instruction instr-id='118' subinstr-id='2'/>
+         <instruction instr-id='121'/>
+         <instruction instr-id='121' subinstr-id='2'/>
+         <instruction instr-id='121' subinstr-id='4'/>
+         <instruction instr-id='121' subinstr-id='6'/>
+         <instruction instr-id='121' subinstr-id='8'/>
+         <instruction instr-id='124'/>
+         <instruction instr-id='124' subinstr-id='2'/>
+         <instruction instr-id='124' subinstr-id='4'/>
+         <instruction instr-id='124' subinstr-id='6'/>
+         <instruction instr-id='124' subinstr-id='8'/>
+         <instruction instr-id='124' subinstr-id='10'/>
+         <instruction instr-id='124' subinstr-id='12'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='134' subinstr-id='2'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='137' subinstr-id='4'/>
+         <instruction instr-id='137' subinstr-id='6'/>
+         <instruction instr-id='137' subinstr-id='8'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='140' subinstr-id='4'/>
+         <instruction instr-id='140' subinstr-id='6'/>
+         <instruction instr-id='140' subinstr-id='8'/>
+         <instruction instr-id='140' subinstr-id='10'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='145' subinstr-id='4'/>
+         <instruction instr-id='145' subinstr-id='6'/>
+         <instruction instr-id='145' subinstr-id='8'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='156' subinstr-id='8'/>
+         <instruction instr-id='156' subinstr-id='10'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='164' subinstr-id='8'/>
+         <instruction instr-id='164' subinstr-id='10'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='172' subinstr-id='4'/>
+         <instruction instr-id='172' subinstr-id='6'/>
+         <instruction instr-id='172' subinstr-id='8'/>
+         <instruction instr-id='172' subinstr-id='10'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='177' subinstr-id='8'/>
+         <instruction instr-id='177' subinstr-id='10'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='180' subinstr-id='4'/>
+         <instruction instr-id='180' subinstr-id='6'/>
+         <instruction instr-id='180' subinstr-id='8'/>
+         <instruction instr-id='180' subinstr-id='10'/>
+         <instruction instr-id='180' subinstr-id='12'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='185' subinstr-id='8'/>
+         <bounding-box x1='35' y1='403' x2='569' y2='730'/>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' page='6'>
+         <instruction instr-id='123'/>
+         <instruction instr-id='125'/>
+         <instruction instr-id='125' subinstr-id='2'/>
+         <instruction instr-id='127'/>
+         <instruction instr-id='129'/>
+         <instruction instr-id='129' subinstr-id='2'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='135' subinstr-id='2'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='186' subinstr-id='8'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='188' subinstr-id='2'/>
+         <instruction instr-id='188' subinstr-id='4'/>
+         <instruction instr-id='188' subinstr-id='6'/>
+         <instruction instr-id='188' subinstr-id='8'/>
+         <instruction instr-id='188' subinstr-id='10'/>
+         <instruction instr-id='188' subinstr-id='14'/>
+         <instruction instr-id='188' subinstr-id='16'/>
+         <instruction instr-id='188' subinstr-id='18'/>
+         <instruction instr-id='188' subinstr-id='20'/>
+         <instruction instr-id='188' subinstr-id='22'/>
+         <instruction instr-id='188' subinstr-id='24'/>
+         <instruction instr-id='188' subinstr-id='26'/>
+         <instruction instr-id='188' subinstr-id='28'/>
+         <instruction instr-id='188' subinstr-id='30'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='194' subinstr-id='2'/>
+         <instruction instr-id='194' subinstr-id='4'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='197' subinstr-id='2'/>
+         <instruction instr-id='197' subinstr-id='4'/>
+         <instruction instr-id='197' subinstr-id='6'/>
+         <instruction instr-id='197' subinstr-id='8'/>
+         <instruction instr-id='197' subinstr-id='10'/>
+         <instruction instr-id='197' subinstr-id='12'/>
+         <instruction instr-id='197' subinstr-id='14'/>
+         <instruction instr-id='197' subinstr-id='16'/>
+         <instruction instr-id='197' subinstr-id='18'/>
+         <instruction instr-id='197' subinstr-id='20'/>
+         <instruction instr-id='197' subinstr-id='22'/>
+         <instruction instr-id='197' subinstr-id='24'/>
+         <instruction instr-id='197' subinstr-id='26'/>
+         <instruction instr-id='197' subinstr-id='28'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='199' subinstr-id='2'/>
+         <instruction instr-id='199' subinstr-id='4'/>
+         <instruction instr-id='199' subinstr-id='6'/>
+         <instruction instr-id='199' subinstr-id='8'/>
+         <instruction instr-id='199' subinstr-id='10'/>
+         <instruction instr-id='199' subinstr-id='12'/>
+         <instruction instr-id='199' subinstr-id='14'/>
+         <instruction instr-id='199' subinstr-id='16'/>
+         <instruction instr-id='199' subinstr-id='18'/>
+         <instruction instr-id='199' subinstr-id='20'/>
+         <instruction instr-id='199' subinstr-id='22'/>
+         <instruction instr-id='199' subinstr-id='24'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='201' subinstr-id='4'/>
+         <instruction instr-id='201' subinstr-id='6'/>
+         <instruction instr-id='201' subinstr-id='8'/>
+         <instruction instr-id='201' subinstr-id='10'/>
+         <instruction instr-id='201' subinstr-id='12'/>
+         <instruction instr-id='201' subinstr-id='14'/>
+         <instruction instr-id='201' subinstr-id='16'/>
+         <instruction instr-id='201' subinstr-id='18'/>
+         <instruction instr-id='201' subinstr-id='20'/>
+         <instruction instr-id='201' subinstr-id='22'/>
+         <instruction instr-id='201' subinstr-id='24'/>
+         <instruction instr-id='201' subinstr-id='26'/>
+         <instruction instr-id='201' subinstr-id='28'/>
+         <instruction instr-id='203'/>
+         <instruction instr-id='203' subinstr-id='2'/>
+         <instruction instr-id='203' subinstr-id='4'/>
+         <instruction instr-id='203' subinstr-id='6'/>
+         <instruction instr-id='203' subinstr-id='8'/>
+         <instruction instr-id='203' subinstr-id='10'/>
+         <instruction instr-id='203' subinstr-id='12'/>
+         <instruction instr-id='203' subinstr-id='14'/>
+         <instruction instr-id='203' subinstr-id='16'/>
+         <instruction instr-id='203' subinstr-id='18'/>
+         <instruction instr-id='203' subinstr-id='20'/>
+         <instruction instr-id='203' subinstr-id='22'/>
+         <instruction instr-id='203' subinstr-id='24'/>
+         <instruction instr-id='203' subinstr-id='26'/>
+         <instruction instr-id='203' subinstr-id='28'/>
+         <instruction instr-id='205'/>
+         <instruction instr-id='205' subinstr-id='2'/>
+         <instruction instr-id='205' subinstr-id='4'/>
+         <instruction instr-id='205' subinstr-id='6'/>
+         <instruction instr-id='205' subinstr-id='8'/>
+         <instruction instr-id='205' subinstr-id='10'/>
+         <instruction instr-id='205' subinstr-id='12'/>
+         <instruction instr-id='205' subinstr-id='14'/>
+         <instruction instr-id='205' subinstr-id='16'/>
+         <instruction instr-id='205' subinstr-id='18'/>
+         <instruction instr-id='205' subinstr-id='20'/>
+         <instruction instr-id='205' subinstr-id='22'/>
+         <instruction instr-id='205' subinstr-id='24'/>
+         <instruction instr-id='205' subinstr-id='26'/>
+         <instruction instr-id='205' subinstr-id='28'/>
+         <instruction instr-id='207'/>
+         <instruction instr-id='207' subinstr-id='2'/>
+         <instruction instr-id='207' subinstr-id='4'/>
+         <instruction instr-id='207' subinstr-id='6'/>
+         <instruction instr-id='207' subinstr-id='8'/>
+         <instruction instr-id='207' subinstr-id='10'/>
+         <instruction instr-id='207' subinstr-id='12'/>
+         <instruction instr-id='207' subinstr-id='14'/>
+         <instruction instr-id='207' subinstr-id='16'/>
+         <instruction instr-id='207' subinstr-id='18'/>
+         <instruction instr-id='207' subinstr-id='20'/>
+         <instruction instr-id='207' subinstr-id='22'/>
+         <instruction instr-id='207' subinstr-id='24'/>
+         <instruction instr-id='207' subinstr-id='26'/>
+         <instruction instr-id='207' subinstr-id='28'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='209' subinstr-id='4'/>
+         <instruction instr-id='209' subinstr-id='6'/>
+         <instruction instr-id='209' subinstr-id='8'/>
+         <instruction instr-id='209' subinstr-id='10'/>
+         <instruction instr-id='209' subinstr-id='12'/>
+         <instruction instr-id='209' subinstr-id='14'/>
+         <instruction instr-id='209' subinstr-id='16'/>
+         <instruction instr-id='209' subinstr-id='18'/>
+         <instruction instr-id='209' subinstr-id='20'/>
+         <instruction instr-id='209' subinstr-id='22'/>
+         <instruction instr-id='209' subinstr-id='24'/>
+         <instruction instr-id='209' subinstr-id='26'/>
+         <instruction instr-id='209' subinstr-id='28'/>
+         <instruction instr-id='211'/>
+         <instruction instr-id='211' subinstr-id='2'/>
+         <instruction instr-id='211' subinstr-id='4'/>
+         <instruction instr-id='211' subinstr-id='6'/>
+         <instruction instr-id='211' subinstr-id='8'/>
+         <instruction instr-id='211' subinstr-id='10'/>
+         <instruction instr-id='211' subinstr-id='12'/>
+         <instruction instr-id='211' subinstr-id='14'/>
+         <instruction instr-id='211' subinstr-id='16'/>
+         <instruction instr-id='211' subinstr-id='18'/>
+         <instruction instr-id='211' subinstr-id='20'/>
+         <instruction instr-id='211' subinstr-id='22'/>
+         <instruction instr-id='211' subinstr-id='24'/>
+         <instruction instr-id='213'/>
+         <instruction instr-id='213' subinstr-id='2'/>
+         <instruction instr-id='213' subinstr-id='6'/>
+         <instruction instr-id='213' subinstr-id='8'/>
+         <instruction instr-id='213' subinstr-id='10'/>
+         <instruction instr-id='213' subinstr-id='12'/>
+         <instruction instr-id='213' subinstr-id='14'/>
+         <instruction instr-id='213' subinstr-id='16'/>
+         <instruction instr-id='213' subinstr-id='18'/>
+         <instruction instr-id='213' subinstr-id='20'/>
+         <instruction instr-id='213' subinstr-id='22'/>
+         <instruction instr-id='213' subinstr-id='24'/>
+         <instruction instr-id='213' subinstr-id='26'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='6'/>
+         <instruction instr-id='215' subinstr-id='8'/>
+         <instruction instr-id='215' subinstr-id='10'/>
+         <instruction instr-id='215' subinstr-id='12'/>
+         <instruction instr-id='215' subinstr-id='14'/>
+         <instruction instr-id='215' subinstr-id='16'/>
+         <instruction instr-id='215' subinstr-id='18'/>
+         <instruction instr-id='215' subinstr-id='20'/>
+         <instruction instr-id='215' subinstr-id='22'/>
+         <instruction instr-id='215' subinstr-id='24'/>
+         <instruction instr-id='215' subinstr-id='26'/>
+         <instruction instr-id='215' subinstr-id='28'/>
+         <instruction instr-id='215' subinstr-id='30'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='217' subinstr-id='2'/>
+         <instruction instr-id='217' subinstr-id='4'/>
+         <instruction instr-id='217' subinstr-id='6'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='10'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='220' subinstr-id='14'/>
+         <instruction instr-id='220' subinstr-id='16'/>
+         <instruction instr-id='220' subinstr-id='18'/>
+         <instruction instr-id='220' subinstr-id='20'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='223' subinstr-id='2'/>
+         <instruction instr-id='223' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='226' subinstr-id='12'/>
+         <instruction instr-id='226' subinstr-id='14'/>
+         <instruction instr-id='226' subinstr-id='16'/>
+         <instruction instr-id='226' subinstr-id='18'/>
+         <instruction instr-id='226' subinstr-id='20'/>
+         <instruction instr-id='226' subinstr-id='22'/>
+         <instruction instr-id='226' subinstr-id='24'/>
+         <instruction instr-id='226' subinstr-id='26'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='232' subinstr-id='14'/>
+         <instruction instr-id='232' subinstr-id='16'/>
+         <instruction instr-id='232' subinstr-id='18'/>
+         <instruction instr-id='232' subinstr-id='20'/>
+         <instruction instr-id='244'/>
+         <instruction instr-id='244' subinstr-id='2'/>
+         <instruction instr-id='244' subinstr-id='4'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='250' subinstr-id='20'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='4'/>
+         <instruction instr-id='256' subinstr-id='6'/>
+         <instruction instr-id='256' subinstr-id='8'/>
+         <instruction instr-id='256' subinstr-id='10'/>
+         <instruction instr-id='256' subinstr-id='12'/>
+         <instruction instr-id='256' subinstr-id='14'/>
+         <instruction instr-id='256' subinstr-id='16'/>
+         <instruction instr-id='256' subinstr-id='18'/>
+         <instruction instr-id='256' subinstr-id='20'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='259' subinstr-id='22'/>
+         <instruction instr-id='259' subinstr-id='24'/>
+         <instruction instr-id='259' subinstr-id='26'/>
+         <instruction instr-id='259' subinstr-id='28'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='261' subinstr-id='20'/>
+         <instruction instr-id='261' subinstr-id='22'/>
+         <instruction instr-id='261' subinstr-id='24'/>
+         <instruction instr-id='261' subinstr-id='26'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='12'/>
+         <instruction instr-id='263' subinstr-id='14'/>
+         <instruction instr-id='263' subinstr-id='16'/>
+         <instruction instr-id='263' subinstr-id='18'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='12'/>
+         <instruction instr-id='269' subinstr-id='14'/>
+         <instruction instr-id='269' subinstr-id='16'/>
+         <instruction instr-id='269' subinstr-id='18'/>
+         <instruction instr-id='269' subinstr-id='20'/>
+         <instruction instr-id='269' subinstr-id='22'/>
+         <instruction instr-id='269' subinstr-id='24'/>
+         <instruction instr-id='269' subinstr-id='26'/>
+         <instruction instr-id='269' subinstr-id='28'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='271' subinstr-id='4'/>
+         <instruction instr-id='271' subinstr-id='6'/>
+         <instruction instr-id='271' subinstr-id='8'/>
+         <instruction instr-id='271' subinstr-id='10'/>
+         <instruction instr-id='271' subinstr-id='12'/>
+         <instruction instr-id='271' subinstr-id='14'/>
+         <instruction instr-id='271' subinstr-id='16'/>
+         <instruction instr-id='271' subinstr-id='18'/>
+         <instruction instr-id='271' subinstr-id='20'/>
+         <instruction instr-id='271' subinstr-id='22'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='273' subinstr-id='8'/>
+         <instruction instr-id='273' subinstr-id='10'/>
+         <instruction instr-id='273' subinstr-id='12'/>
+         <instruction instr-id='273' subinstr-id='14'/>
+         <instruction instr-id='273' subinstr-id='16'/>
+         <instruction instr-id='273' subinstr-id='18'/>
+         <instruction instr-id='273' subinstr-id='20'/>
+         <instruction instr-id='273' subinstr-id='22'/>
+         <instruction instr-id='273' subinstr-id='24'/>
+         <instruction instr-id='273' subinstr-id='26'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='12'/>
+         <instruction instr-id='275' subinstr-id='14'/>
+         <instruction instr-id='275' subinstr-id='16'/>
+         <instruction instr-id='275' subinstr-id='18'/>
+         <instruction instr-id='275' subinstr-id='20'/>
+         <instruction instr-id='275' subinstr-id='22'/>
+         <instruction instr-id='275' subinstr-id='24'/>
+         <instruction instr-id='277'/>
+         <instruction instr-id='277' subinstr-id='2'/>
+         <instruction instr-id='277' subinstr-id='4'/>
+         <instruction instr-id='277' subinstr-id='8'/>
+         <instruction instr-id='277' subinstr-id='10'/>
+         <instruction instr-id='277' subinstr-id='12'/>
+         <instruction instr-id='277' subinstr-id='14'/>
+         <instruction instr-id='277' subinstr-id='16'/>
+         <instruction instr-id='277' subinstr-id='18'/>
+         <instruction instr-id='277' subinstr-id='20'/>
+         <instruction instr-id='277' subinstr-id='22'/>
+         <instruction instr-id='277' subinstr-id='24'/>
+         <instruction instr-id='277' subinstr-id='26'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='279' subinstr-id='4'/>
+         <instruction instr-id='279' subinstr-id='6'/>
+         <instruction instr-id='279' subinstr-id='8'/>
+         <instruction instr-id='279' subinstr-id='10'/>
+         <instruction instr-id='279' subinstr-id='12'/>
+         <instruction instr-id='279' subinstr-id='14'/>
+         <instruction instr-id='279' subinstr-id='16'/>
+         <instruction instr-id='279' subinstr-id='18'/>
+         <instruction instr-id='279' subinstr-id='20'/>
+         <instruction instr-id='279' subinstr-id='22'/>
+         <instruction instr-id='279' subinstr-id='24'/>
+         <instruction instr-id='279' subinstr-id='26'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='281' subinstr-id='8'/>
+         <instruction instr-id='281' subinstr-id='10'/>
+         <instruction instr-id='281' subinstr-id='12'/>
+         <instruction instr-id='281' subinstr-id='14'/>
+         <instruction instr-id='281' subinstr-id='16'/>
+         <instruction instr-id='281' subinstr-id='18'/>
+         <instruction instr-id='281' subinstr-id='20'/>
+         <instruction instr-id='281' subinstr-id='22'/>
+         <instruction instr-id='281' subinstr-id='24'/>
+         <instruction instr-id='283'/>
+         <instruction instr-id='283' subinstr-id='2'/>
+         <instruction instr-id='283' subinstr-id='6'/>
+         <instruction instr-id='283' subinstr-id='8'/>
+         <instruction instr-id='283' subinstr-id='10'/>
+         <instruction instr-id='283' subinstr-id='12'/>
+         <instruction instr-id='283' subinstr-id='14'/>
+         <instruction instr-id='283' subinstr-id='16'/>
+         <instruction instr-id='283' subinstr-id='18'/>
+         <instruction instr-id='283' subinstr-id='20'/>
+         <instruction instr-id='283' subinstr-id='22'/>
+         <instruction instr-id='283' subinstr-id='24'/>
+         <bounding-box x1='42' y1='362' x2='575' y2='730'/>
+      </region>
+   </table>
+   <table id='7'>
+      <region id='1' page='7'>
+         <instruction instr-id='125'/>
+         <instruction instr-id='127'/>
+         <instruction instr-id='129'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='135' subinstr-id='2'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='143' subinstr-id='4'/>
+         <instruction instr-id='143' subinstr-id='6'/>
+         <instruction instr-id='143' subinstr-id='8'/>
+         <instruction instr-id='143' subinstr-id='10'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='145' subinstr-id='4'/>
+         <instruction instr-id='145' subinstr-id='6'/>
+         <instruction instr-id='145' subinstr-id='8'/>
+         <instruction instr-id='145' subinstr-id='10'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='147' subinstr-id='2'/>
+         <instruction instr-id='147' subinstr-id='4'/>
+         <instruction instr-id='147' subinstr-id='6'/>
+         <instruction instr-id='147' subinstr-id='8'/>
+         <instruction instr-id='147' subinstr-id='10'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='149' subinstr-id='4'/>
+         <instruction instr-id='149' subinstr-id='6'/>
+         <instruction instr-id='149' subinstr-id='8'/>
+         <instruction instr-id='149' subinstr-id='10'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='151' subinstr-id='4'/>
+         <instruction instr-id='151' subinstr-id='6'/>
+         <instruction instr-id='151' subinstr-id='8'/>
+         <instruction instr-id='151' subinstr-id='10'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='153' subinstr-id='10'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='155' subinstr-id='4'/>
+         <instruction instr-id='155' subinstr-id='6'/>
+         <instruction instr-id='155' subinstr-id='8'/>
+         <instruction instr-id='155' subinstr-id='10'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='175' subinstr-id='2'/>
+         <instruction instr-id='175' subinstr-id='4'/>
+         <instruction instr-id='175' subinstr-id='6'/>
+         <instruction instr-id='175' subinstr-id='8'/>
+         <instruction instr-id='175' subinstr-id='10'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='177' subinstr-id='8'/>
+         <instruction instr-id='177' subinstr-id='10'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='179' subinstr-id='4'/>
+         <instruction instr-id='179' subinstr-id='6'/>
+         <instruction instr-id='179' subinstr-id='8'/>
+         <instruction instr-id='179' subinstr-id='10'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='181' subinstr-id='10'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='183' subinstr-id='4'/>
+         <instruction instr-id='183' subinstr-id='6'/>
+         <instruction instr-id='183' subinstr-id='8'/>
+         <instruction instr-id='183' subinstr-id='10'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='187' subinstr-id='4'/>
+         <instruction instr-id='187' subinstr-id='6'/>
+         <instruction instr-id='187' subinstr-id='8'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='189' subinstr-id='8'/>
+         <instruction instr-id='189' subinstr-id='10'/>
+         <instruction instr-id='191'/>
+         <instruction instr-id='191' subinstr-id='2'/>
+         <instruction instr-id='191' subinstr-id='4'/>
+         <instruction instr-id='191' subinstr-id='6'/>
+         <instruction instr-id='191' subinstr-id='8'/>
+         <instruction instr-id='191' subinstr-id='10'/>
+         <instruction instr-id='193'/>
+         <instruction instr-id='193' subinstr-id='2'/>
+         <instruction instr-id='193' subinstr-id='4'/>
+         <instruction instr-id='193' subinstr-id='6'/>
+         <instruction instr-id='193' subinstr-id='8'/>
+         <instruction instr-id='193' subinstr-id='10'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='195' subinstr-id='2'/>
+         <instruction instr-id='195' subinstr-id='4'/>
+         <instruction instr-id='195' subinstr-id='6'/>
+         <instruction instr-id='195' subinstr-id='8'/>
+         <instruction instr-id='195' subinstr-id='10'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='197' subinstr-id='2'/>
+         <instruction instr-id='197' subinstr-id='4'/>
+         <instruction instr-id='197' subinstr-id='6'/>
+         <instruction instr-id='197' subinstr-id='8'/>
+         <instruction instr-id='197' subinstr-id='10'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='199' subinstr-id='2'/>
+         <instruction instr-id='199' subinstr-id='4'/>
+         <instruction instr-id='199' subinstr-id='6'/>
+         <instruction instr-id='199' subinstr-id='8'/>
+         <instruction instr-id='199' subinstr-id='10'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='231' subinstr-id='4'/>
+         <instruction instr-id='231' subinstr-id='8'/>
+         <instruction instr-id='231' subinstr-id='10'/>
+         <instruction instr-id='231' subinstr-id='12'/>
+         <instruction instr-id='231' subinstr-id='14'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='12'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='12'/>
+         <bounding-box x1='35' y1='364' x2='569' y2='730'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-str.xml
new file mode 100644
index 00000000..b2a52aaa
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018-str.xml
@@ -0,0 +1,8557 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-018-6-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='1'>
+        <cell id='414' start-row='0' start-col='1' end-col='6'>
+            <bounding-box x1='243' y1='721' x2='269' y2='731'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='439' start-row='0' start-col='7' end-col='10'>
+            <bounding-box x1='463' y1='721' x2='503' y2='731'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='338' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='36' y1='707' x2='105' y2='717'/>
+            <content>Region and state</content>
+         </cell>
+         <cell id='4' start-row='1' start-col='1'>
+            <bounding-box x1='130' y1='707' x2='166' y2='717'/>
+            <content>2003–04</content>
+         </cell>
+         <cell id='5' start-row='1' start-col='2'>
+            <bounding-box x1='175' y1='707' x2='211' y2='717'/>
+            <content>2004–05</content>
+         </cell>
+         <cell id='6' start-row='1' start-col='3'>
+            <bounding-box x1='220' y1='707' x2='255' y2='717'/>
+            <content>2005–06</content>
+         </cell>
+         <cell id='7' start-row='1' start-col='4'>
+            <bounding-box x1='264' y1='707' x2='300' y2='717'/>
+            <content>2006–07</content>
+         </cell>
+         <cell id='8' start-row='1' start-col='5'>
+            <bounding-box x1='309' y1='707' x2='344' y2='717'/>
+            <content>2007–08</content>
+         </cell>
+         <cell id='9' start-row='1' start-col='6'>
+            <bounding-box x1='353' y1='707' x2='389' y2='717'/>
+            <content>2008–09</content>
+         </cell>
+         <cell id='10' start-row='1' start-col='7'>
+            <bounding-box x1='402' y1='707' x2='437' y2='717'/>
+            <content>2009–10</content>
+         </cell>
+         <cell id='11' start-row='1' start-col='8'>
+            <bounding-box x1='446' y1='707' x2='481' y2='717'/>
+            <content>2010–11</content>
+         </cell>
+         <cell id='12' start-row='1' start-col='9'>
+            <bounding-box x1='490' y1='707' x2='526' y2='717'/>
+            <content>2011–12</content>
+         </cell>
+         <cell id='13' start-row='1' start-col='10'>
+            <bounding-box x1='534' y1='707' x2='570' y2='717'/>
+            <content>2012–13</content>
+         </cell>
+         <cell id='14' start-row='2' start-col='0'>
+            <bounding-box x1='48' y1='693' x2='107' y2='703'/>
+            <content>United States</content>
+         </cell>
+         <cell id='15' start-row='2' start-col='1'>
+            <bounding-box x1='125' y1='693' x2='166' y2='703'/>
+            <content>2,753,438</content>
+         </cell>
+         <cell id='16' start-row='2' start-col='2'>
+            <bounding-box x1='169' y1='693' x2='211' y2='703'/>
+            <content>2,799,250</content>
+         </cell>
+         <cell id='17' start-row='2' start-col='3'>
+            <bounding-box x1='214' y1='693' x2='255' y2='703'/>
+            <content>2,815,544</content>
+         </cell>
+         <cell id='18' start-row='2' start-col='4'>
+            <bounding-box x1='259' y1='693' x2='300' y2='703'/>
+            <content>2,893,045</content>
+         </cell>
+         <cell id='19' start-row='2' start-col='5'>
+            <bounding-box x1='303' y1='693' x2='344' y2='703'/>
+            <content>3,001,337</content>
+         </cell>
+         <cell id='20' start-row='2' start-col='6'>
+            <bounding-box x1='348' y1='693' x2='389' y2='703'/>
+            <content>3,039,015</content>
+         </cell>
+         <cell id='21' start-row='2' start-col='7'>
+            <bounding-box x1='396' y1='693' x2='437' y2='703'/>
+            <content>3,068,550</content>
+         </cell>
+         <cell id='22' start-row='2' start-col='8'>
+            <bounding-box x1='440' y1='693' x2='481' y2='703'/>
+            <content>3,103,540</content>
+         </cell>
+         <cell id='23' start-row='2' start-col='9'>
+            <bounding-box x1='485' y1='693' x2='526' y2='703'/>
+            <content>3,100,510</content>
+         </cell>
+         <cell id='24' start-row='2' start-col='10'>
+            <bounding-box x1='529' y1='693' x2='570' y2='703'/>
+            <content>3,092,290</content>
+         </cell>
+         <cell id='25' start-row='3' start-col='0'>
+            <bounding-box x1='35' y1='682' x2='76' y2='692'/>
+            <content>Northeast</content>
+         </cell>
+         <cell id='26' start-row='3' start-col='1'>
+            <bounding-box x1='132' y1='682' x2='166' y2='692'/>
+            <content>485,670</content>
+         </cell>
+         <cell id='27' start-row='3' start-col='2'>
+            <bounding-box x1='177' y1='682' x2='210' y2='692'/>
+            <content>503,528</content>
+         </cell>
+         <cell id='28' start-row='3' start-col='3'>
+            <bounding-box x1='222' y1='682' x2='255' y2='692'/>
+            <content>521,015</content>
+         </cell>
+         <cell id='29' start-row='3' start-col='4'>
+            <bounding-box x1='266' y1='682' x2='300' y2='692'/>
+            <content>536,697</content>
+         </cell>
+         <cell id='30' start-row='3' start-col='5'>
+            <bounding-box x1='311' y1='682' x2='344' y2='692'/>
+            <content>552,289</content>
+         </cell>
+         <cell id='31' start-row='3' start-col='6'>
+            <bounding-box x1='355' y1='682' x2='389' y2='692'/>
+            <content>552,973</content>
+         </cell>
+         <cell id='32' start-row='3' start-col='7'>
+            <bounding-box x1='404' y1='682' x2='437' y2='692'/>
+            <content>558,750</content>
+         </cell>
+         <cell id='33' start-row='3' start-col='8'>
+            <bounding-box x1='448' y1='682' x2='481' y2='692'/>
+            <content>560,500</content>
+         </cell>
+         <cell id='34' start-row='3' start-col='9'>
+            <bounding-box x1='492' y1='682' x2='526' y2='692'/>
+            <content>554,690</content>
+         </cell>
+         <cell id='35' start-row='3' start-col='10'>
+            <bounding-box x1='536' y1='682' x2='570' y2='692'/>
+            <content>549,890</content>
+         </cell>
+         <cell id='36' start-row='4' start-col='0'>
+            <bounding-box x1='44' y1='671' x2='94' y2='681'/>
+            <content>Connecticut</content>
+         </cell>
+         <cell id='37' start-row='4' start-col='1'>
+            <bounding-box x1='137' y1='671' x2='166' y2='681'/>
+            <content>34,573</content>
+         </cell>
+         <cell id='38' start-row='4' start-col='2'>
+            <bounding-box x1='182' y1='671' x2='210' y2='681'/>
+            <content>35,515</content>
+         </cell>
+         <cell id='39' start-row='4' start-col='3'>
+            <bounding-box x1='226' y1='671' x2='255' y2='681'/>
+            <content>36,222</content>
+         </cell>
+         <cell id='40' start-row='4' start-col='4'>
+            <bounding-box x1='271' y1='671' x2='300' y2='681'/>
+            <content>37,541</content>
+         </cell>
+         <cell id='41' start-row='4' start-col='5'>
+            <bounding-box x1='316' y1='671' x2='344' y2='681'/>
+            <content>38,419</content>
+         </cell>
+         <cell id='42' start-row='4' start-col='6'>
+            <bounding-box x1='360' y1='671' x2='389' y2='681'/>
+            <content>34,968</content>
+         </cell>
+         <cell id='43' start-row='4' start-col='7'>
+            <bounding-box x1='409' y1='671' x2='437' y2='681'/>
+            <content>38,120</content>
+         </cell>
+         <cell id='44' start-row='4' start-col='8'>
+            <bounding-box x1='453' y1='671' x2='481' y2='681'/>
+            <content>38,450</content>
+         </cell>
+         <cell id='45' start-row='4' start-col='9'>
+            <bounding-box x1='497' y1='671' x2='526' y2='681'/>
+            <content>37,100</content>
+         </cell>
+         <cell id='46' start-row='4' start-col='10'>
+            <bounding-box x1='541' y1='671' x2='570' y2='681'/>
+            <content>36,460</content>
+         </cell>
+         <cell id='47' start-row='5' start-col='0'>
+            <bounding-box x1='44' y1='661' x2='70' y2='671'/>
+            <content>Maine</content>
+         </cell>
+         <cell id='48' start-row='5' start-col='1'>
+            <bounding-box x1='137' y1='661' x2='166' y2='671'/>
+            <content>13,278</content>
+         </cell>
+         <cell id='49' start-row='5' start-col='2'>
+            <bounding-box x1='182' y1='661' x2='210' y2='671'/>
+            <content>13,077</content>
+         </cell>
+         <cell id='50' start-row='5' start-col='3'>
+            <bounding-box x1='226' y1='661' x2='255' y2='671'/>
+            <content>12,950</content>
+         </cell>
+         <cell id='51' start-row='5' start-col='4'>
+            <bounding-box x1='271' y1='661' x2='300' y2='671'/>
+            <content>13,151</content>
+         </cell>
+         <cell id='52' start-row='5' start-col='5'>
+            <bounding-box x1='316' y1='661' x2='344' y2='671'/>
+            <content>14,350</content>
+         </cell>
+         <cell id='53' start-row='5' start-col='6'>
+            <bounding-box x1='360' y1='661' x2='389' y2='671'/>
+            <content>14,093</content>
+         </cell>
+         <cell id='54' start-row='5' start-col='7'>
+            <bounding-box x1='409' y1='661' x2='437' y2='671'/>
+            <content>13,970</content>
+         </cell>
+         <cell id='55' start-row='5' start-col='8'>
+            <bounding-box x1='453' y1='661' x2='481' y2='671'/>
+            <content>14,030</content>
+         </cell>
+         <cell id='56' start-row='5' start-col='9'>
+            <bounding-box x1='497' y1='661' x2='526' y2='671'/>
+            <content>13,570</content>
+         </cell>
+         <cell id='57' start-row='5' start-col='10'>
+            <bounding-box x1='541' y1='661' x2='570' y2='671'/>
+            <content>13,060</content>
+         </cell>
+         <cell id='58' start-row='6' start-col='0'>
+            <bounding-box x1='44' y1='650' x2='106' y2='660'/>
+            <content>Massachusetts</content>
+         </cell>
+         <cell id='59' start-row='6' start-col='1'>
+            <bounding-box x1='137' y1='650' x2='166' y2='660'/>
+            <content>58,326</content>
+         </cell>
+         <cell id='60' start-row='6' start-col='2'>
+            <bounding-box x1='182' y1='650' x2='210' y2='660'/>
+            <content>59,665</content>
+         </cell>
+         <cell id='61' start-row='6' start-col='3'>
+            <bounding-box x1='226' y1='650' x2='255' y2='660'/>
+            <content>61,272</content>
+         </cell>
+         <cell id='62' start-row='6' start-col='4'>
+            <bounding-box x1='271' y1='650' x2='299' y2='660'/>
+            <content>63,903</content>
+         </cell>
+         <cell id='63' start-row='6' start-col='5'>
+            <bounding-box x1='316' y1='650' x2='344' y2='660'/>
+            <content>65,197</content>
+         </cell>
+         <cell id='64' start-row='6' start-col='6'>
+            <bounding-box x1='360' y1='650' x2='389' y2='660'/>
+            <content>65,258</content>
+         </cell>
+         <cell id='65' start-row='6' start-col='7'>
+            <bounding-box x1='408' y1='650' x2='437' y2='660'/>
+            <content>64,040</content>
+         </cell>
+         <cell id='66' start-row='6' start-col='8'>
+            <bounding-box x1='453' y1='650' x2='481' y2='660'/>
+            <content>63,820</content>
+         </cell>
+         <cell id='67' start-row='6' start-col='9'>
+            <bounding-box x1='497' y1='650' x2='526' y2='660'/>
+            <content>64,210</content>
+         </cell>
+         <cell id='68' start-row='6' start-col='10'>
+            <bounding-box x1='541' y1='650' x2='570' y2='660'/>
+            <content>63,530</content>
+         </cell>
+         <cell id='69' start-row='7' start-col='0'>
+            <bounding-box x1='44' y1='639' x2='109' y2='649'/>
+            <content>New Hampshire</content>
+         </cell>
+         <cell id='70' start-row='7' start-col='1'>
+            <bounding-box x1='137' y1='639' x2='166' y2='649'/>
+            <content>13,309</content>
+         </cell>
+         <cell id='71' start-row='7' start-col='2'>
+            <bounding-box x1='182' y1='639' x2='210' y2='649'/>
+            <content>13,775</content>
+         </cell>
+         <cell id='72' start-row='7' start-col='3'>
+            <bounding-box x1='226' y1='639' x2='255' y2='649'/>
+            <content>13,988</content>
+         </cell>
+         <cell id='73' start-row='7' start-col='4'>
+            <bounding-box x1='271' y1='639' x2='299' y2='649'/>
+            <content>14,452</content>
+         </cell>
+         <cell id='74' start-row='7' start-col='5'>
+            <bounding-box x1='315' y1='639' x2='344' y2='649'/>
+            <content>14,982</content>
+         </cell>
+         <cell id='75' start-row='7' start-col='6'>
+            <bounding-box x1='360' y1='639' x2='389' y2='649'/>
+            <content>14,757</content>
+         </cell>
+         <cell id='76' start-row='7' start-col='7'>
+            <bounding-box x1='408' y1='639' x2='437' y2='649'/>
+            <content>14,830</content>
+         </cell>
+         <cell id='77' start-row='7' start-col='8'>
+            <bounding-box x1='453' y1='639' x2='481' y2='649'/>
+            <content>14,300</content>
+         </cell>
+         <cell id='78' start-row='7' start-col='9'>
+            <bounding-box x1='497' y1='639' x2='525' y2='649'/>
+            <content>14,310</content>
+         </cell>
+         <cell id='79' start-row='7' start-col='10'>
+            <bounding-box x1='541' y1='639' x2='570' y2='649'/>
+            <content>14,060</content>
+         </cell>
+         <cell id='80' start-row='8' start-col='0'>
+            <bounding-box x1='44' y1='629' x2='92' y2='639'/>
+            <content>New Jersey</content>
+         </cell>
+         <cell id='81' start-row='8' start-col='1'>
+            <bounding-box x1='137' y1='629' x2='166' y2='639'/>
+            <content>83,826</content>
+         </cell>
+         <cell id='82' start-row='8' start-col='2'>
+            <bounding-box x1='182' y1='629' x2='210' y2='639'/>
+            <content>86,502</content>
+         </cell>
+         <cell id='83' start-row='8' start-col='3'>
+            <bounding-box x1='226' y1='629' x2='255' y2='639'/>
+            <content>90,049</content>
+         </cell>
+         <cell id='84' start-row='8' start-col='4'>
+            <bounding-box x1='271' y1='629' x2='299' y2='639'/>
+            <content>93,013</content>
+         </cell>
+         <cell id='85' start-row='8' start-col='5'>
+            <bounding-box x1='315' y1='629' x2='344' y2='639'/>
+            <content>94,994</content>
+         </cell>
+         <cell id='86' start-row='8' start-col='6'>
+            <bounding-box x1='360' y1='629' x2='389' y2='639'/>
+            <content>95,085</content>
+         </cell>
+         <cell id='87' start-row='8' start-col='7'>
+            <bounding-box x1='408' y1='629' x2='437' y2='639'/>
+            <content>96,510</content>
+         </cell>
+         <cell id='88' start-row='8' start-col='8'>
+            <bounding-box x1='453' y1='629' x2='481' y2='639'/>
+            <content>95,200</content>
+         </cell>
+         <cell id='89' start-row='8' start-col='9'>
+            <bounding-box x1='497' y1='629' x2='525' y2='639'/>
+            <content>94,280</content>
+         </cell>
+         <cell id='90' start-row='8' start-col='10'>
+            <bounding-box x1='541' y1='629' x2='570' y2='639'/>
+            <content>93,880</content>
+         </cell>
+         <cell id='91' start-row='9' start-col='0'>
+            <bounding-box x1='44' y1='618' x2='84' y2='628'/>
+            <content>New York</content>
+         </cell>
+         <cell id='92' start-row='9' start-col='1'>
+            <bounding-box x1='132' y1='618' x2='166' y2='628'/>
+            <content>142,526</content>
+         </cell>
+         <cell id='93' start-row='9' start-col='2'>
+            <bounding-box x1='177' y1='618' x2='210' y2='628'/>
+            <content>153,203</content>
+         </cell>
+         <cell id='94' start-row='9' start-col='3'>
+            <bounding-box x1='221' y1='618' x2='255' y2='628'/>
+            <content>161,817</content>
+         </cell>
+         <cell id='95' start-row='9' start-col='4'>
+            <bounding-box x1='266' y1='618' x2='299' y2='628'/>
+            <content>168,333</content>
+         </cell>
+         <cell id='96' start-row='9' start-col='5'>
+            <bounding-box x1='310' y1='618' x2='344' y2='628'/>
+            <content>176,310</content>
+         </cell>
+         <cell id='97' start-row='9' start-col='6'>
+            <bounding-box x1='355' y1='618' x2='388' y2='628'/>
+            <content>180,917</content>
+         </cell>
+         <cell id='98' start-row='9' start-col='7'>
+            <bounding-box x1='403' y1='618' x2='437' y2='628'/>
+            <content>182,880</content>
+         </cell>
+         <cell id='99' start-row='9' start-col='8'>
+            <bounding-box x1='448' y1='618' x2='481' y2='628'/>
+            <content>185,930</content>
+         </cell>
+         <cell id='100' start-row='9' start-col='9'>
+            <bounding-box x1='492' y1='618' x2='525' y2='628'/>
+            <content>185,910</content>
+         </cell>
+         <cell id='101' start-row='9' start-col='10'>
+            <bounding-box x1='536' y1='618' x2='570' y2='628'/>
+            <content>187,890</content>
+         </cell>
+         <cell id='102' start-row='10' start-col='0'>
+            <bounding-box x1='44' y1='607' x2='98' y2='617'/>
+            <content>Pennsylvania</content>
+         </cell>
+         <cell id='103' start-row='10' start-col='1'>
+            <bounding-box x1='132' y1='607' x2='166' y2='617'/>
+            <content>123,474</content>
+         </cell>
+         <cell id='104' start-row='10' start-col='2'>
+            <bounding-box x1='177' y1='607' x2='210' y2='617'/>
+            <content>124,758</content>
+         </cell>
+         <cell id='105' start-row='10' start-col='3'>
+            <bounding-box x1='221' y1='607' x2='255' y2='617'/>
+            <content>127,830</content>
+         </cell>
+         <cell id='106' start-row='10' start-col='4'>
+            <bounding-box x1='266' y1='607' x2='299' y2='617'/>
+            <content>128,603</content>
+         </cell>
+         <cell id='107' start-row='10' start-col='5'>
+            <bounding-box x1='310' y1='607' x2='344' y2='617'/>
+            <content>130,298</content>
+         </cell>
+         <cell id='108' start-row='10' start-col='6'>
+            <bounding-box x1='355' y1='607' x2='388' y2='617'/>
+            <content>130,658</content>
+         </cell>
+         <cell id='109' start-row='10' start-col='7'>
+            <bounding-box x1='403' y1='607' x2='437' y2='617'/>
+            <content>131,250</content>
+         </cell>
+         <cell id='110' start-row='10' start-col='8'>
+            <bounding-box x1='448' y1='607' x2='481' y2='617'/>
+            <content>132,100</content>
+         </cell>
+         <cell id='111' start-row='10' start-col='9'>
+            <bounding-box x1='492' y1='607' x2='525' y2='617'/>
+            <content>128,430</content>
+         </cell>
+         <cell id='112' start-row='10' start-col='10'>
+            <bounding-box x1='536' y1='607' x2='570' y2='617'/>
+            <content>124,830</content>
+         </cell>
+         <cell id='113' start-row='11' start-col='0'>
+            <bounding-box x1='44' y1='597' x2='98' y2='607'/>
+            <content>Rhode Island</content>
+         </cell>
+         <cell id='114' start-row='11' start-col='1'>
+            <bounding-box x1='142' y1='597' x2='166' y2='607'/>
+            <content>9,258</content>
+         </cell>
+         <cell id='115' start-row='11' start-col='2'>
+            <bounding-box x1='187' y1='597' x2='210' y2='607'/>
+            <content>9,881</content>
+         </cell>
+         <cell id='116' start-row='11' start-col='3'>
+            <bounding-box x1='226' y1='597' x2='255' y2='607'/>
+            <content>10,108</content>
+         </cell>
+         <cell id='117' start-row='11' start-col='4'>
+            <bounding-box x1='271' y1='597' x2='299' y2='607'/>
+            <content>10,384</content>
+         </cell>
+         <cell id='118' start-row='11' start-col='5'>
+            <bounding-box x1='315' y1='597' x2='344' y2='607'/>
+            <content>10,347</content>
+         </cell>
+         <cell id='119' start-row='11' start-col='6'>
+            <bounding-box x1='360' y1='597' x2='388' y2='607'/>
+            <content>10,028</content>
+         </cell>
+         <cell id='120' start-row='11' start-col='7'>
+            <bounding-box x1='408' y1='597' x2='437' y2='607'/>
+            <content>10,090</content>
+         </cell>
+         <cell id='121' start-row='11' start-col='8'>
+            <bounding-box x1='458' y1='597' x2='481' y2='607'/>
+            <content>9,880</content>
+         </cell>
+         <cell id='122' start-row='11' start-col='9'>
+            <bounding-box x1='497' y1='597' x2='525' y2='607'/>
+            <content>10,020</content>
+         </cell>
+         <cell id='123' start-row='11' start-col='10'>
+            <bounding-box x1='546' y1='597' x2='570' y2='607'/>
+            <content>9,650</content>
+         </cell>
+         <cell id='124' start-row='12' start-col='0'>
+            <bounding-box x1='44' y1='586' x2='79' y2='596'/>
+            <content>Vermont</content>
+         </cell>
+         <cell id='125' start-row='12' start-col='1'>
+            <bounding-box x1='142' y1='586' x2='166' y2='596'/>
+            <content>7,100</content>
+         </cell>
+         <cell id='126' start-row='12' start-col='2'>
+            <bounding-box x1='187' y1='586' x2='210' y2='596'/>
+            <content>7,152</content>
+         </cell>
+         <cell id='127' start-row='12' start-col='3'>
+            <bounding-box x1='231' y1='586' x2='255' y2='596'/>
+            <content>6,779</content>
+         </cell>
+         <cell id='128' start-row='12' start-col='4'>
+            <bounding-box x1='276' y1='586' x2='299' y2='596'/>
+            <content>7,317</content>
+         </cell>
+         <cell id='129' start-row='12' start-col='5'>
+            <bounding-box x1='320' y1='586' x2='344' y2='596'/>
+            <content>7,392</content>
+         </cell>
+         <cell id='130' start-row='12' start-col='6'>
+            <bounding-box x1='365' y1='586' x2='388' y2='596'/>
+            <content>7,209</content>
+         </cell>
+         <cell id='131' start-row='12' start-col='7'>
+            <bounding-box x1='413' y1='586' x2='437' y2='596'/>
+            <content>7,070</content>
+         </cell>
+         <cell id='132' start-row='12' start-col='8'>
+            <bounding-box x1='458' y1='586' x2='481' y2='596'/>
+            <content>6,790</content>
+         </cell>
+         <cell id='133' start-row='12' start-col='9'>
+            <bounding-box x1='502' y1='586' x2='525' y2='596'/>
+            <content>6,860</content>
+         </cell>
+         <cell id='134' start-row='12' start-col='10'>
+            <bounding-box x1='546' y1='586' x2='570' y2='596'/>
+            <content>6,530</content>
+         </cell>
+         <cell id='135' start-row='13' start-col='0'>
+            <bounding-box x1='35' y1='575' x2='71' y2='585'/>
+            <content>Midwest</content>
+         </cell>
+         <cell id='136' start-row='13' start-col='1'>
+            <bounding-box x1='132' y1='575' x2='166' y2='585'/>
+            <content>680,178</content>
+         </cell>
+         <cell id='137' start-row='13' start-col='2'>
+            <bounding-box x1='177' y1='575' x2='211' y2='585'/>
+            <content>676,786</content>
+         </cell>
+         <cell id='138' start-row='13' start-col='3'>
+            <bounding-box x1='222' y1='575' x2='255' y2='585'/>
+            <content>684,049</content>
+         </cell>
+         <cell id='139' start-row='13' start-col='4'>
+            <bounding-box x1='266' y1='575' x2='300' y2='585'/>
+            <content>702,987</content>
+         </cell>
+         <cell id='140' start-row='13' start-col='5'>
+            <bounding-box x1='311' y1='575' x2='344' y2='585'/>
+            <content>721,220</content>
+         </cell>
+         <cell id='141' start-row='13' start-col='6'>
+            <bounding-box x1='355' y1='575' x2='389' y2='585'/>
+            <content>717,536</content>
+         </cell>
+         <cell id='142' start-row='13' start-col='7'>
+            <bounding-box x1='404' y1='575' x2='437' y2='585'/>
+            <content>707,880</content>
+         </cell>
+         <cell id='143' start-row='13' start-col='8'>
+            <bounding-box x1='448' y1='575' x2='481' y2='585'/>
+            <content>702,540</content>
+         </cell>
+         <cell id='144' start-row='13' start-col='9'>
+            <bounding-box x1='492' y1='575' x2='526' y2='585'/>
+            <content>698,810</content>
+         </cell>
+         <cell id='145' start-row='13' start-col='10'>
+            <bounding-box x1='536' y1='575' x2='570' y2='585'/>
+            <content>692,640</content>
+         </cell>
+         <cell id='146' start-row='14' start-col='0'>
+            <bounding-box x1='44' y1='565' x2='70' y2='575'/>
+            <content>Illinois</content>
+         </cell>
+         <cell id='147' start-row='14' start-col='1'>
+            <bounding-box x1='132' y1='565' x2='166' y2='575'/>
+            <content>124,763</content>
+         </cell>
+         <cell id='148' start-row='14' start-col='2'>
+            <bounding-box x1='177' y1='565' x2='211' y2='575'/>
+            <content>123,615</content>
+         </cell>
+         <cell id='149' start-row='14' start-col='3'>
+            <bounding-box x1='222' y1='565' x2='255' y2='575'/>
+            <content>126,817</content>
+         </cell>
+         <cell id='150' start-row='14' start-col='4'>
+            <bounding-box x1='266' y1='565' x2='300' y2='575'/>
+            <content>130,220</content>
+         </cell>
+         <cell id='151' start-row='14' start-col='5'>
+            <bounding-box x1='311' y1='565' x2='344' y2='575'/>
+            <content>135,143</content>
+         </cell>
+         <cell id='152' start-row='14' start-col='6'>
+            <bounding-box x1='355' y1='565' x2='389' y2='575'/>
+            <content>131,670</content>
+         </cell>
+         <cell id='153' start-row='14' start-col='7'>
+            <bounding-box x1='404' y1='565' x2='437' y2='575'/>
+            <content>132,200</content>
+         </cell>
+         <cell id='154' start-row='14' start-col='8'>
+            <bounding-box x1='448' y1='565' x2='481' y2='575'/>
+            <content>132,670</content>
+         </cell>
+         <cell id='155' start-row='14' start-col='9'>
+            <bounding-box x1='492' y1='565' x2='526' y2='575'/>
+            <content>136,650</content>
+         </cell>
+         <cell id='156' start-row='14' start-col='10'>
+            <bounding-box x1='536' y1='565' x2='570' y2='575'/>
+            <content>135,750</content>
+         </cell>
+         <cell id='157' start-row='15' start-col='0'>
+            <bounding-box x1='44' y1='554' x2='75' y2='564'/>
+            <content>Indiana</content>
+         </cell>
+         <cell id='158' start-row='15' start-col='1'>
+            <bounding-box x1='137' y1='554' x2='166' y2='564'/>
+            <content>56,008</content>
+         </cell>
+         <cell id='159' start-row='15' start-col='2'>
+            <bounding-box x1='182' y1='554' x2='210' y2='564'/>
+            <content>55,444</content>
+         </cell>
+         <cell id='160' start-row='15' start-col='3'>
+            <bounding-box x1='227' y1='554' x2='255' y2='564'/>
+            <content>57,920</content>
+         </cell>
+         <cell id='161' start-row='15' start-col='4'>
+            <bounding-box x1='271' y1='554' x2='300' y2='564'/>
+            <content>59,887</content>
+         </cell>
+         <cell id='162' start-row='15' start-col='5'>
+            <bounding-box x1='316' y1='554' x2='344' y2='564'/>
+            <content>61,901</content>
+         </cell>
+         <cell id='163' start-row='15' start-col='6'>
+            <bounding-box x1='360' y1='554' x2='389' y2='564'/>
+            <content>63,663</content>
+         </cell>
+         <cell id='164' start-row='15' start-col='7'>
+            <bounding-box x1='409' y1='554' x2='437' y2='564'/>
+            <content>63,830</content>
+         </cell>
+         <cell id='165' start-row='15' start-col='8'>
+            <bounding-box x1='453' y1='554' x2='481' y2='564'/>
+            <content>65,460</content>
+         </cell>
+         <cell id='166' start-row='15' start-col='9'>
+            <bounding-box x1='497' y1='554' x2='526' y2='564'/>
+            <content>65,490</content>
+         </cell>
+         <cell id='167' start-row='15' start-col='10'>
+            <bounding-box x1='541' y1='554' x2='570' y2='564'/>
+            <content>65,990</content>
+         </cell>
+         <cell id='168' start-row='16' start-col='0'>
+            <bounding-box x1='44' y1='543' x2='65' y2='553'/>
+            <content>Iowa</content>
+         </cell>
+         <cell id='169' start-row='16' start-col='1'>
+            <bounding-box x1='137' y1='543' x2='166' y2='553'/>
+            <content>34,339</content>
+         </cell>
+         <cell id='170' start-row='16' start-col='2'>
+            <bounding-box x1='182' y1='543' x2='210' y2='553'/>
+            <content>33,547</content>
+         </cell>
+         <cell id='171' start-row='16' start-col='3'>
+            <bounding-box x1='226' y1='543' x2='255' y2='553'/>
+            <content>33,693</content>
+         </cell>
+         <cell id='172' start-row='16' start-col='4'>
+            <bounding-box x1='271' y1='543' x2='300' y2='553'/>
+            <content>34,127</content>
+         </cell>
+         <cell id='173' start-row='16' start-col='5'>
+            <bounding-box x1='316' y1='543' x2='344' y2='553'/>
+            <content>34,573</content>
+         </cell>
+         <cell id='174' start-row='16' start-col='6'>
+            <bounding-box x1='360' y1='543' x2='389' y2='553'/>
+            <content>33,926</content>
+         </cell>
+         <cell id='175' start-row='16' start-col='7'>
+            <bounding-box x1='409' y1='543' x2='437' y2='553'/>
+            <content>34,580</content>
+         </cell>
+         <cell id='176' start-row='16' start-col='8'>
+            <bounding-box x1='453' y1='543' x2='481' y2='553'/>
+            <content>33,710</content>
+         </cell>
+         <cell id='177' start-row='16' start-col='9'>
+            <bounding-box x1='497' y1='543' x2='526' y2='553'/>
+            <content>33,500</content>
+         </cell>
+         <cell id='178' start-row='16' start-col='10'>
+            <bounding-box x1='541' y1='543' x2='570' y2='553'/>
+            <content>32,580</content>
+         </cell>
+         <cell id='179' start-row='17' start-col='0'>
+            <bounding-box x1='44' y1='533' x2='75' y2='543'/>
+            <content>Kansas</content>
+         </cell>
+         <cell id='180' start-row='17' start-col='1'>
+            <bounding-box x1='137' y1='533' x2='166' y2='543'/>
+            <content>30,155</content>
+         </cell>
+         <cell id='181' start-row='17' start-col='2'>
+            <bounding-box x1='182' y1='533' x2='210' y2='543'/>
+            <content>30,355</content>
+         </cell>
+         <cell id='182' start-row='17' start-col='3'>
+            <bounding-box x1='226' y1='533' x2='255' y2='543'/>
+            <content>29,818</content>
+         </cell>
+         <cell id='183' start-row='17' start-col='4'>
+            <bounding-box x1='271' y1='533' x2='300' y2='543'/>
+            <content>30,139</content>
+         </cell>
+         <cell id='184' start-row='17' start-col='5'>
+            <bounding-box x1='316' y1='533' x2='344' y2='543'/>
+            <content>30,737</content>
+         </cell>
+         <cell id='185' start-row='17' start-col='6'>
+            <bounding-box x1='360' y1='533' x2='389' y2='543'/>
+            <content>30,368</content>
+         </cell>
+         <cell id='186' start-row='17' start-col='7'>
+            <bounding-box x1='409' y1='533' x2='437' y2='543'/>
+            <content>31,630</content>
+         </cell>
+         <cell id='187' start-row='17' start-col='8'>
+            <bounding-box x1='453' y1='533' x2='481' y2='543'/>
+            <content>31,320</content>
+         </cell>
+         <cell id='188' start-row='17' start-col='9'>
+            <bounding-box x1='497' y1='533' x2='526' y2='543'/>
+            <content>31,600</content>
+         </cell>
+         <cell id='189' start-row='17' start-col='10'>
+            <bounding-box x1='541' y1='533' x2='570' y2='543'/>
+            <content>31,380</content>
+         </cell>
+         <cell id='190' start-row='18' start-col='0'>
+            <bounding-box x1='44' y1='522' x2='82' y2='532'/>
+            <content>Michigan</content>
+         </cell>
+         <cell id='191' start-row='18' start-col='1'>
+            <bounding-box x1='137' y1='522' x2='166' y2='532'/>
+            <content>98,823</content>
+         </cell>
+         <cell id='192' start-row='18' start-col='2'>
+            <bounding-box x1='177' y1='522' x2='210' y2='532'/>
+            <content>101,582</content>
+         </cell>
+         <cell id='193' start-row='18' start-col='3'>
+            <bounding-box x1='221' y1='522' x2='255' y2='532'/>
+            <content>102,582</content>
+         </cell>
+         <cell id='194' start-row='18' start-col='4'>
+            <bounding-box x1='266' y1='522' x2='299' y2='532'/>
+            <content>111,838</content>
+         </cell>
+         <cell id='195' start-row='18' start-col='5'>
+            <bounding-box x1='311' y1='522' x2='344' y2='532'/>
+            <content>115,183</content>
+         </cell>
+         <cell id='196' start-row='18' start-col='6'>
+            <bounding-box x1='355' y1='522' x2='389' y2='532'/>
+            <content>112,742</content>
+         </cell>
+         <cell id='197' start-row='18' start-col='7'>
+            <bounding-box x1='403' y1='522' x2='437' y2='532'/>
+            <content>113,820</content>
+         </cell>
+         <cell id='198' start-row='18' start-col='8'>
+            <bounding-box x1='448' y1='522' x2='481' y2='532'/>
+            <content>110,300</content>
+         </cell>
+         <cell id='199' start-row='18' start-col='9'>
+            <bounding-box x1='492' y1='522' x2='526' y2='532'/>
+            <content>107,020</content>
+         </cell>
+         <cell id='200' start-row='18' start-col='10'>
+            <bounding-box x1='536' y1='522' x2='570' y2='532'/>
+            <content>107,150</content>
+         </cell>
+         <cell id='201' start-row='19' start-col='0'>
+            <bounding-box x1='44' y1='511' x2='87' y2='521'/>
+            <content>Minnesota</content>
+         </cell>
+         <cell id='202' start-row='19' start-col='1'>
+            <bounding-box x1='137' y1='511' x2='166' y2='521'/>
+            <content>59,096</content>
+         </cell>
+         <cell id='203' start-row='19' start-col='2'>
+            <bounding-box x1='182' y1='511' x2='210' y2='521'/>
+            <content>58,391</content>
+         </cell>
+         <cell id='204' start-row='19' start-col='3'>
+            <bounding-box x1='226' y1='511' x2='255' y2='521'/>
+            <content>58,898</content>
+         </cell>
+         <cell id='205' start-row='19' start-col='4'>
+            <bounding-box x1='271' y1='511' x2='299' y2='521'/>
+            <content>59,497</content>
+         </cell>
+         <cell id='206' start-row='19' start-col='5'>
+            <bounding-box x1='315' y1='511' x2='344' y2='521'/>
+            <content>60,409</content>
+         </cell>
+         <cell id='207' start-row='19' start-col='6'>
+            <bounding-box x1='360' y1='511' x2='389' y2='521'/>
+            <content>59,729</content>
+         </cell>
+         <cell id='208' start-row='19' start-col='7'>
+            <bounding-box x1='408' y1='511' x2='437' y2='521'/>
+            <content>60,400</content>
+         </cell>
+         <cell id='209' start-row='19' start-col='8'>
+            <bounding-box x1='453' y1='511' x2='481' y2='521'/>
+            <content>59,720</content>
+         </cell>
+         <cell id='210' start-row='19' start-col='9'>
+            <bounding-box x1='497' y1='511' x2='525' y2='521'/>
+            <content>58,770</content>
+         </cell>
+         <cell id='211' start-row='19' start-col='10'>
+            <bounding-box x1='541' y1='511' x2='570' y2='521'/>
+            <content>57,250</content>
+         </cell>
+         <cell id='212' start-row='20' start-col='0'>
+            <bounding-box x1='44' y1='501' x2='79' y2='511'/>
+            <content>Missouri</content>
+         </cell>
+         <cell id='213' start-row='20' start-col='1'>
+            <bounding-box x1='137' y1='501' x2='166' y2='511'/>
+            <content>57,983</content>
+         </cell>
+         <cell id='214' start-row='20' start-col='2'>
+            <bounding-box x1='182' y1='501' x2='210' y2='511'/>
+            <content>57,841</content>
+         </cell>
+         <cell id='215' start-row='20' start-col='3'>
+            <bounding-box x1='226' y1='501' x2='255' y2='511'/>
+            <content>58,417</content>
+         </cell>
+         <cell id='216' start-row='20' start-col='4'>
+            <bounding-box x1='271' y1='501' x2='299' y2='511'/>
+            <content>60,275</content>
+         </cell>
+         <cell id='217' start-row='20' start-col='5'>
+            <bounding-box x1='315' y1='501' x2='344' y2='511'/>
+            <content>61,717</content>
+         </cell>
+         <cell id='218' start-row='20' start-col='6'>
+            <bounding-box x1='360' y1='501' x2='389' y2='511'/>
+            <content>62,969</content>
+         </cell>
+         <cell id='219' start-row='20' start-col='7'>
+            <bounding-box x1='408' y1='501' x2='437' y2='511'/>
+            <content>63,640</content>
+         </cell>
+         <cell id='220' start-row='20' start-col='8'>
+            <bounding-box x1='453' y1='501' x2='481' y2='511'/>
+            <content>62,470</content>
+         </cell>
+         <cell id='221' start-row='20' start-col='9'>
+            <bounding-box x1='497' y1='501' x2='525' y2='511'/>
+            <content>62,310</content>
+         </cell>
+         <cell id='222' start-row='20' start-col='10'>
+            <bounding-box x1='541' y1='501' x2='570' y2='511'/>
+            <content>61,860</content>
+         </cell>
+         <cell id='223' start-row='21' start-col='0'>
+            <bounding-box x1='44' y1='490' x2='84' y2='500'/>
+            <content>Nebraska</content>
+         </cell>
+         <cell id='224' start-row='21' start-col='1'>
+            <bounding-box x1='137' y1='490' x2='166' y2='500'/>
+            <content>20,309</content>
+         </cell>
+         <cell id='225' start-row='21' start-col='2'>
+            <bounding-box x1='182' y1='490' x2='210' y2='500'/>
+            <content>19,940</content>
+         </cell>
+         <cell id='226' start-row='21' start-col='3'>
+            <bounding-box x1='226' y1='490' x2='255' y2='500'/>
+            <content>19,764</content>
+         </cell>
+         <cell id='227' start-row='21' start-col='4'>
+            <bounding-box x1='271' y1='490' x2='299' y2='500'/>
+            <content>19,873</content>
+         </cell>
+         <cell id='228' start-row='21' start-col='5'>
+            <bounding-box x1='315' y1='490' x2='344' y2='500'/>
+            <content>20,035</content>
+         </cell>
+         <cell id='229' start-row='21' start-col='6'>
+            <bounding-box x1='360' y1='490' x2='389' y2='500'/>
+            <content>19,501</content>
+         </cell>
+         <cell id='230' start-row='21' start-col='7'>
+            <bounding-box x1='408' y1='490' x2='437' y2='500'/>
+            <content>19,640</content>
+         </cell>
+         <cell id='231' start-row='21' start-col='8'>
+            <bounding-box x1='453' y1='490' x2='481' y2='500'/>
+            <content>19,620</content>
+         </cell>
+         <cell id='232' start-row='21' start-col='9'>
+            <bounding-box x1='497' y1='490' x2='525' y2='500'/>
+            <content>19,750</content>
+         </cell>
+         <cell id='233' start-row='21' start-col='10'>
+            <bounding-box x1='541' y1='490' x2='570' y2='500'/>
+            <content>19,660</content>
+         </cell>
+         <cell id='234' start-row='22' start-col='0'>
+            <bounding-box x1='44' y1='479' x2='99' y2='489'/>
+            <content>North Dakota</content>
+         </cell>
+         <cell id='235' start-row='22' start-col='1'>
+            <bounding-box x1='142' y1='479' x2='166' y2='489'/>
+            <content>7,888</content>
+         </cell>
+         <cell id='236' start-row='22' start-col='2'>
+            <bounding-box x1='187' y1='479' x2='210' y2='489'/>
+            <content>7,555</content>
+         </cell>
+         <cell id='237' start-row='22' start-col='3'>
+            <bounding-box x1='231' y1='479' x2='255' y2='489'/>
+            <content>7,192</content>
+         </cell>
+         <cell id='238' start-row='22' start-col='4'>
+            <bounding-box x1='276' y1='479' x2='299' y2='489'/>
+            <content>7,159</content>
+         </cell>
+         <cell id='239' start-row='22' start-col='5'>
+            <bounding-box x1='320' y1='479' x2='344' y2='489'/>
+            <content>6,999</content>
+         </cell>
+         <cell id='240' start-row='22' start-col='6'>
+            <bounding-box x1='365' y1='479' x2='388' y2='489'/>
+            <content>7,232</content>
+         </cell>
+         <cell id='241' start-row='22' start-col='7'>
+            <bounding-box x1='413' y1='479' x2='437' y2='489'/>
+            <content>7,160</content>
+         </cell>
+         <cell id='242' start-row='22' start-col='8'>
+            <bounding-box x1='458' y1='479' x2='481' y2='489'/>
+            <content>7,110</content>
+         </cell>
+         <cell id='243' start-row='22' start-col='9'>
+            <bounding-box x1='502' y1='479' x2='525' y2='489'/>
+            <content>7,000</content>
+         </cell>
+         <cell id='244' start-row='22' start-col='10'>
+            <bounding-box x1='546' y1='479' x2='570' y2='489'/>
+            <content>6,980</content>
+         </cell>
+         <cell id='245' start-row='23' start-col='0'>
+            <bounding-box x1='44' y1='469' x2='64' y2='479'/>
+            <content>Ohio</content>
+         </cell>
+         <cell id='246' start-row='23' start-col='1'>
+            <bounding-box x1='132' y1='469' x2='166' y2='479'/>
+            <content>119,029</content>
+         </cell>
+         <cell id='247' start-row='23' start-col='2'>
+            <bounding-box x1='177' y1='469' x2='210' y2='479'/>
+            <content>116,702</content>
+         </cell>
+         <cell id='248' start-row='23' start-col='3'>
+            <bounding-box x1='221' y1='469' x2='255' y2='479'/>
+            <content>117,356</content>
+         </cell>
+         <cell id='249' start-row='23' start-col='4'>
+            <bounding-box x1='266' y1='469' x2='299' y2='479'/>
+            <content>117,658</content>
+         </cell>
+         <cell id='250' start-row='23' start-col='5'>
+            <bounding-box x1='310' y1='469' x2='344' y2='479'/>
+            <content>120,758</content>
+         </cell>
+         <cell id='251' start-row='23' start-col='6'>
+            <bounding-box x1='355' y1='469' x2='388' y2='479'/>
+            <content>122,203</content>
+         </cell>
+         <cell id='252' start-row='23' start-col='7'>
+            <bounding-box x1='403' y1='469' x2='437' y2='479'/>
+            <content>107,900</content>
+         </cell>
+         <cell id='253' start-row='23' start-col='8'>
+            <bounding-box x1='448' y1='469' x2='481' y2='479'/>
+            <content>108,010</content>
+         </cell>
+         <cell id='254' start-row='23' start-col='9'>
+            <bounding-box x1='492' y1='469' x2='525' y2='479'/>
+            <content>105,130</content>
+         </cell>
+         <cell id='255' start-row='23' start-col='10'>
+            <bounding-box x1='536' y1='469' x2='570' y2='479'/>
+            <content>104,260</content>
+         </cell>
+         <cell id='256' start-row='24' start-col='0'>
+            <bounding-box x1='44' y1='458' x2='100' y2='468'/>
+            <content>South Dakota</content>
+         </cell>
+         <cell id='257' start-row='24' start-col='1'>
+            <bounding-box x1='142' y1='458' x2='166' y2='468'/>
+            <content>9,001</content>
+         </cell>
+         <cell id='258' start-row='24' start-col='2'>
+            <bounding-box x1='187' y1='458' x2='210' y2='468'/>
+            <content>8,585</content>
+         </cell>
+         <cell id='259' start-row='24' start-col='3'>
+            <bounding-box x1='231' y1='458' x2='255' y2='468'/>
+            <content>8,589</content>
+         </cell>
+         <cell id='260' start-row='24' start-col='4'>
+            <bounding-box x1='276' y1='458' x2='299' y2='468'/>
+            <content>8,346</content>
+         </cell>
+         <cell id='261' start-row='24' start-col='5'>
+            <bounding-box x1='320' y1='458' x2='344' y2='468'/>
+            <content>8,582</content>
+         </cell>
+         <cell id='262' start-row='24' start-col='6'>
+            <bounding-box x1='365' y1='458' x2='388' y2='468'/>
+            <content>8,123</content>
+         </cell>
+         <cell id='263' start-row='24' start-col='7'>
+            <bounding-box x1='413' y1='458' x2='437' y2='468'/>
+            <content>8,240</content>
+         </cell>
+         <cell id='264' start-row='24' start-col='8'>
+            <bounding-box x1='458' y1='458' x2='481' y2='468'/>
+            <content>8,550</content>
+         </cell>
+         <cell id='265' start-row='24' start-col='9'>
+            <bounding-box x1='502' y1='458' x2='525' y2='468'/>
+            <content>8,400</content>
+         </cell>
+         <cell id='266' start-row='24' start-col='10'>
+            <bounding-box x1='546' y1='458' x2='570' y2='468'/>
+            <content>8,280</content>
+         </cell>
+         <cell id='267' start-row='25' start-col='0'>
+            <bounding-box x1='44' y1='447' x2='86' y2='457'/>
+            <content>Wisconsin</content>
+         </cell>
+         <cell id='268' start-row='25' start-col='1'>
+            <bounding-box x1='137' y1='447' x2='166' y2='457'/>
+            <content>62,784</content>
+         </cell>
+         <cell id='269' start-row='25' start-col='2'>
+            <bounding-box x1='182' y1='447' x2='211' y2='457'/>
+            <content>63,229</content>
+         </cell>
+         <cell id='270' start-row='25' start-col='3'>
+            <bounding-box x1='227' y1='447' x2='255' y2='457'/>
+            <content>63,003</content>
+         </cell>
+         <cell id='271' start-row='25' start-col='4'>
+            <bounding-box x1='271' y1='447' x2='300' y2='457'/>
+            <content>63,968</content>
+         </cell>
+         <cell id='272' start-row='25' start-col='5'>
+            <bounding-box x1='316' y1='447' x2='344' y2='457'/>
+            <content>65,183</content>
+         </cell>
+         <cell id='273' start-row='25' start-col='6'>
+            <bounding-box x1='360' y1='447' x2='389' y2='457'/>
+            <content>65,410</content>
+         </cell>
+         <cell id='274' start-row='25' start-col='7'>
+            <bounding-box x1='409' y1='447' x2='437' y2='457'/>
+            <content>64,840</content>
+         </cell>
+         <cell id='275' start-row='25' start-col='8'>
+            <bounding-box x1='453' y1='447' x2='481' y2='457'/>
+            <content>63,600</content>
+         </cell>
+         <cell id='276' start-row='25' start-col='9'>
+            <bounding-box x1='497' y1='447' x2='526' y2='457'/>
+            <content>63,190</content>
+         </cell>
+         <cell id='277' start-row='25' start-col='10'>
+            <bounding-box x1='541' y1='447' x2='570' y2='457'/>
+            <content>61,500</content>
+         </cell>
+         <cell id='278' start-row='26' start-col='0'>
+            <bounding-box x1='35' y1='437' x2='60' y2='447'/>
+            <content>South</content>
+         </cell>
+         <cell id='279' start-row='26' start-col='1'>
+            <bounding-box x1='132' y1='437' x2='166' y2='447'/>
+            <content>946,808</content>
+         </cell>
+         <cell id='280' start-row='26' start-col='2'>
+            <bounding-box x1='177' y1='437' x2='211' y2='447'/>
+            <content>953,206</content>
+         </cell>
+         <cell id='281' start-row='26' start-col='3'>
+            <bounding-box x1='222' y1='437' x2='255' y2='447'/>
+            <content>962,327</content>
+         </cell>
+         <cell id='282' start-row='26' start-col='4'>
+            <bounding-box x1='266' y1='437' x2='300' y2='447'/>
+            <content>986,801</content>
+         </cell>
+         <cell id='283' start-row='26' start-col='5'>
+            <bounding-box x1='303' y1='437' x2='344' y2='447'/>
+            <content>1,031,773</content>
+         </cell>
+         <cell id='284' start-row='26' start-col='6'>
+            <bounding-box x1='348' y1='437' x2='389' y2='447'/>
+            <content>1,068,270</content>
+         </cell>
+         <cell id='285' start-row='26' start-col='7'>
+            <bounding-box x1='396' y1='437' x2='437' y2='447'/>
+            <content>1,087,000</content>
+         </cell>
+         <cell id='286' start-row='26' start-col='8'>
+            <bounding-box x1='440' y1='437' x2='481' y2='447'/>
+            <content>1,108,150</content>
+         </cell>
+         <cell id='287' start-row='26' start-col='9'>
+            <bounding-box x1='485' y1='437' x2='526' y2='447'/>
+            <content>1,111,310</content>
+         </cell>
+         <cell id='288' start-row='26' start-col='10'>
+            <bounding-box x1='529' y1='437' x2='570' y2='447'/>
+            <content>1,120,870</content>
+         </cell>
+         <cell id='289' start-row='27' start-col='0'>
+            <bounding-box x1='44' y1='426' x2='81' y2='436'/>
+            <content>Alabama</content>
+         </cell>
+         <cell id='290' start-row='27' start-col='1'>
+            <bounding-box x1='137' y1='426' x2='166' y2='436'/>
+            <content>36,464</content>
+         </cell>
+         <cell id='291' start-row='27' start-col='2'>
+            <bounding-box x1='182' y1='426' x2='210' y2='436'/>
+            <content>37,453</content>
+         </cell>
+         <cell id='292' start-row='27' start-col='3'>
+            <bounding-box x1='227' y1='426' x2='255' y2='436'/>
+            <content>37,918</content>
+         </cell>
+         <cell id='293' start-row='27' start-col='4'>
+            <bounding-box x1='271' y1='426' x2='300' y2='436'/>
+            <content>38,912</content>
+         </cell>
+         <cell id='294' start-row='27' start-col='5'>
+            <bounding-box x1='316' y1='426' x2='344' y2='436'/>
+            <content>41,346</content>
+         </cell>
+         <cell id='295' start-row='27' start-col='6'>
+            <bounding-box x1='360' y1='426' x2='389' y2='436'/>
+            <content>42,082</content>
+         </cell>
+         <cell id='296' start-row='27' start-col='7'>
+            <bounding-box x1='409' y1='426' x2='437' y2='436'/>
+            <content>43,110</content>
+         </cell>
+         <cell id='297' start-row='27' start-col='8'>
+            <bounding-box x1='453' y1='426' x2='481' y2='436'/>
+            <content>44,520</content>
+         </cell>
+         <cell id='298' start-row='27' start-col='9'>
+            <bounding-box x1='497' y1='426' x2='526' y2='436'/>
+            <content>44,570</content>
+         </cell>
+         <cell id='299' start-row='27' start-col='10'>
+            <bounding-box x1='541' y1='426' x2='570' y2='436'/>
+            <content>44,400</content>
+         </cell>
+         <cell id='300' start-row='28' start-col='0'>
+            <bounding-box x1='44' y1='415' x2='83' y2='425'/>
+            <content>Arkansas</content>
+         </cell>
+         <cell id='301' start-row='28' start-col='1'>
+            <bounding-box x1='137' y1='415' x2='166' y2='425'/>
+            <content>27,181</content>
+         </cell>
+         <cell id='302' start-row='28' start-col='2'>
+            <bounding-box x1='182' y1='415' x2='210' y2='425'/>
+            <content>26,621</content>
+         </cell>
+         <cell id='303' start-row='28' start-col='3'>
+            <bounding-box x1='226' y1='415' x2='255' y2='425'/>
+            <content>28,790</content>
+         </cell>
+         <cell id='304' start-row='28' start-col='4'>
+            <bounding-box x1='271' y1='415' x2='300' y2='425'/>
+            <content>27,166</content>
+         </cell>
+         <cell id='305' start-row='28' start-col='5'>
+            <bounding-box x1='316' y1='415' x2='344' y2='425'/>
+            <content>28,725</content>
+         </cell>
+         <cell id='306' start-row='28' start-col='6'>
+            <bounding-box x1='360' y1='415' x2='389' y2='425'/>
+            <content>28,057</content>
+         </cell>
+         <cell id='307' start-row='28' start-col='7'>
+            <bounding-box x1='409' y1='415' x2='437' y2='425'/>
+            <content>28,650</content>
+         </cell>
+         <cell id='308' start-row='28' start-col='8'>
+            <bounding-box x1='453' y1='415' x2='481' y2='425'/>
+            <content>28,440</content>
+         </cell>
+         <cell id='309' start-row='28' start-col='9'>
+            <bounding-box x1='497' y1='415' x2='526' y2='425'/>
+            <content>28,520</content>
+         </cell>
+         <cell id='310' start-row='28' start-col='10'>
+            <bounding-box x1='541' y1='415' x2='570' y2='425'/>
+            <content>28,170</content>
+         </cell>
+         <cell id='311' start-row='29' start-col='0'>
+            <bounding-box x1='44' y1='404' x2='83' y2='414'/>
+            <content>Delaware</content>
+         </cell>
+         <cell id='312' start-row='29' start-col='1'>
+            <bounding-box x1='142' y1='404' x2='166' y2='414'/>
+            <content>6,951</content>
+         </cell>
+         <cell id='313' start-row='29' start-col='2'>
+            <bounding-box x1='187' y1='404' x2='210' y2='414'/>
+            <content>6,934</content>
+         </cell>
+         <cell id='314' start-row='29' start-col='3'>
+            <bounding-box x1='231' y1='404' x2='255' y2='414'/>
+            <content>7,275</content>
+         </cell>
+         <cell id='315' start-row='29' start-col='4'>
+            <bounding-box x1='276' y1='404' x2='300' y2='414'/>
+            <content>7,205</content>
+         </cell>
+         <cell id='316' start-row='29' start-col='5'>
+            <bounding-box x1='321' y1='404' x2='344' y2='414'/>
+            <content>7,388</content>
+         </cell>
+         <cell id='317' start-row='29' start-col='6'>
+            <bounding-box x1='365' y1='404' x2='389' y2='414'/>
+            <content>7,839</content>
+         </cell>
+         <cell id='318' start-row='29' start-col='7'>
+            <bounding-box x1='414' y1='404' x2='437' y2='414'/>
+            <content>8,050</content>
+         </cell>
+         <cell id='319' start-row='29' start-col='8'>
+            <bounding-box x1='458' y1='404' x2='481' y2='414'/>
+            <content>8,190</content>
+         </cell>
+         <cell id='320' start-row='29' start-col='9'>
+            <bounding-box x1='502' y1='404' x2='526' y2='414'/>
+            <content>8,520</content>
+         </cell>
+         <cell id='321' start-row='29' start-col='10'>
+            <bounding-box x1='546' y1='404' x2='570' y2='414'/>
+            <content>8,320</content>
+         </cell>
+         <cell id='322' start-row='30' start-col='0'>
+            <bounding-box x1='44' y1='394' x2='122' y2='404'/>
+            <content>District of Columbia</content>
+         </cell>
+         <cell id='323' start-row='30' start-col='1'>
+            <bounding-box x1='142' y1='394' x2='166' y2='404'/>
+            <content>3,031</content>
+         </cell>
+         <cell id='324' start-row='30' start-col='2'>
+            <bounding-box x1='187' y1='394' x2='210' y2='404'/>
+            <content>2,781</content>
+         </cell>
+         <cell id='325' start-row='30' start-col='3'>
+            <bounding-box x1='231' y1='394' x2='255' y2='404'/>
+            <content>3,150</content>
+         </cell>
+         <cell id='326' start-row='30' start-col='4'>
+            <bounding-box x1='276' y1='394' x2='299' y2='404'/>
+            <content>2,944</content>
+         </cell>
+         <cell id='327' start-row='30' start-col='5'>
+            <bounding-box x1='321' y1='394' x2='344' y2='404'/>
+            <content>3,352</content>
+         </cell>
+         <cell id='328' start-row='30' start-col='6'>
+            <bounding-box x1='365' y1='394' x2='389' y2='404'/>
+            <content>3,517</content>
+         </cell>
+         <cell id='329' start-row='30' start-col='7'>
+            <bounding-box x1='413' y1='394' x2='437' y2='404'/>
+            <content>3,150</content>
+         </cell>
+         <cell id='330' start-row='30' start-col='8'>
+            <bounding-box x1='458' y1='394' x2='481' y2='404'/>
+            <content>3,260</content>
+         </cell>
+         <cell id='331' start-row='30' start-col='9'>
+            <bounding-box x1='502' y1='394' x2='526' y2='404'/>
+            <content>3,250</content>
+         </cell>
+         <cell id='332' start-row='30' start-col='10'>
+            <bounding-box x1='546' y1='394' x2='570' y2='404'/>
+            <content>3,200</content>
+         </cell>
+         <cell id='333' start-row='31' start-col='0'>
+            <bounding-box x1='44' y1='383' x2='73' y2='393'/>
+            <content>Florida</content>
+         </cell>
+         <cell id='334' start-row='31' start-col='1'>
+            <bounding-box x1='132' y1='383' x2='166' y2='393'/>
+            <content>131,418</content>
+         </cell>
+         <cell id='335' start-row='31' start-col='2'>
+            <bounding-box x1='177' y1='383' x2='210' y2='393'/>
+            <content>133,318</content>
+         </cell>
+         <cell id='336' start-row='31' start-col='3'>
+            <bounding-box x1='221' y1='383' x2='255' y2='393'/>
+            <content>134,686</content>
+         </cell>
+         <cell id='337' start-row='31' start-col='4'>
+            <bounding-box x1='266' y1='383' x2='299' y2='393'/>
+            <content>142,284</content>
+         </cell>
+         <cell id='338' start-row='31' start-col='5'>
+            <bounding-box x1='310' y1='383' x2='344' y2='393'/>
+            <content>149,046</content>
+         </cell>
+         <cell id='339' start-row='31' start-col='6'>
+            <bounding-box x1='355' y1='383' x2='389' y2='393'/>
+            <content>153,461</content>
+         </cell>
+         <cell id='340' start-row='31' start-col='7'>
+            <bounding-box x1='403' y1='383' x2='437' y2='393'/>
+            <content>158,070</content>
+         </cell>
+         <cell id='341' start-row='31' start-col='8'>
+            <bounding-box x1='448' y1='383' x2='481' y2='393'/>
+            <content>163,620</content>
+         </cell>
+         <cell id='342' start-row='31' start-col='9'>
+            <bounding-box x1='492' y1='383' x2='525' y2='393'/>
+            <content>159,450</content>
+         </cell>
+         <cell id='343' start-row='31' start-col='10'>
+            <bounding-box x1='536' y1='383' x2='570' y2='393'/>
+            <content>164,040</content>
+         </cell>
+         <cell id='344' start-row='32' start-col='0'>
+            <bounding-box x1='44' y1='372' x2='77' y2='382'/>
+            <content>Georgia</content>
+         </cell>
+         <cell id='345' start-row='32' start-col='1'>
+            <bounding-box x1='137' y1='372' x2='166' y2='382'/>
+            <content>68,550</content>
+         </cell>
+         <cell id='346' start-row='32' start-col='2'>
+            <bounding-box x1='182' y1='372' x2='210' y2='382'/>
+            <content>70,834</content>
+         </cell>
+         <cell id='347' start-row='32' start-col='3'>
+            <bounding-box x1='226' y1='372' x2='255' y2='382'/>
+            <content>73,498</content>
+         </cell>
+         <cell id='348' start-row='32' start-col='4'>
+            <bounding-box x1='271' y1='372' x2='299' y2='382'/>
+            <content>77,829</content>
+         </cell>
+         <cell id='349' start-row='32' start-col='5'>
+            <bounding-box x1='315' y1='372' x2='344' y2='382'/>
+            <content>83,505</content>
+         </cell>
+         <cell id='350' start-row='32' start-col='6'>
+            <bounding-box x1='360' y1='372' x2='389' y2='382'/>
+            <content>88,003</content>
+         </cell>
+         <cell id='351' start-row='32' start-col='7'>
+            <bounding-box x1='408' y1='372' x2='437' y2='382'/>
+            <content>89,730</content>
+         </cell>
+         <cell id='352' start-row='32' start-col='8'>
+            <bounding-box x1='453' y1='372' x2='481' y2='382'/>
+            <content>92,160</content>
+         </cell>
+         <cell id='353' start-row='32' start-col='9'>
+            <bounding-box x1='497' y1='372' x2='525' y2='382'/>
+            <content>90,130</content>
+         </cell>
+         <cell id='354' start-row='32' start-col='10'>
+            <bounding-box x1='541' y1='372' x2='570' y2='382'/>
+            <content>91,980</content>
+         </cell>
+         <cell id='355' start-row='33' start-col='0'>
+            <bounding-box x1='44' y1='362' x2='83' y2='372'/>
+            <content>Kentucky</content>
+         </cell>
+         <cell id='356' start-row='33' start-col='1'>
+            <bounding-box x1='137' y1='362' x2='166' y2='372'/>
+            <content>37,787</content>
+         </cell>
+         <cell id='357' start-row='33' start-col='2'>
+            <bounding-box x1='182' y1='362' x2='210' y2='372'/>
+            <content>38,399</content>
+         </cell>
+         <cell id='358' start-row='33' start-col='3'>
+            <bounding-box x1='226' y1='362' x2='255' y2='372'/>
+            <content>38,449</content>
+         </cell>
+         <cell id='359' start-row='33' start-col='4'>
+            <bounding-box x1='271' y1='362' x2='299' y2='372'/>
+            <content>39,099</content>
+         </cell>
+         <cell id='360' start-row='33' start-col='5'>
+            <bounding-box x1='315' y1='362' x2='344' y2='372'/>
+            <content>39,339</content>
+         </cell>
+         <cell id='361' start-row='33' start-col='6'>
+            <bounding-box x1='360' y1='362' x2='389' y2='372'/>
+            <content>41,851</content>
+         </cell>
+         <cell id='362' start-row='33' start-col='7'>
+            <bounding-box x1='408' y1='362' x2='437' y2='372'/>
+            <content>41,310</content>
+         </cell>
+         <cell id='363' start-row='33' start-col='8'>
+            <bounding-box x1='453' y1='362' x2='481' y2='372'/>
+            <content>41,930</content>
+         </cell>
+         <cell id='364' start-row='33' start-col='9'>
+            <bounding-box x1='497' y1='362' x2='525' y2='372'/>
+            <content>40,950</content>
+         </cell>
+         <cell id='365' start-row='33' start-col='10'>
+            <bounding-box x1='541' y1='362' x2='570' y2='372'/>
+            <content>40,310</content>
+         </cell>
+         <cell id='366' start-row='34' start-col='0'>
+            <bounding-box x1='44' y1='351' x2='84' y2='361'/>
+            <content>Louisiana</content>
+         </cell>
+         <cell id='367' start-row='34' start-col='1'>
+            <bounding-box x1='137' y1='351' x2='166' y2='361'/>
+            <content>37,019</content>
+         </cell>
+         <cell id='368' start-row='34' start-col='2'>
+            <bounding-box x1='182' y1='351' x2='210' y2='361'/>
+            <content>36,009</content>
+         </cell>
+         <cell id='369' start-row='34' start-col='3'>
+            <bounding-box x1='226' y1='351' x2='255' y2='361'/>
+            <content>33,275</content>
+         </cell>
+         <cell id='370' start-row='34' start-col='4'>
+            <bounding-box x1='271' y1='351' x2='299' y2='361'/>
+            <content>34,274</content>
+         </cell>
+         <cell id='371' start-row='34' start-col='5'>
+            <bounding-box x1='315' y1='351' x2='344' y2='361'/>
+            <content>34,401</content>
+         </cell>
+         <cell id='372' start-row='34' start-col='6'>
+            <bounding-box x1='360' y1='351' x2='388' y2='361'/>
+            <content>35,622</content>
+         </cell>
+         <cell id='373' start-row='34' start-col='7'>
+            <bounding-box x1='408' y1='351' x2='437' y2='361'/>
+            <content>34,790</content>
+         </cell>
+         <cell id='374' start-row='34' start-col='8'>
+            <bounding-box x1='453' y1='351' x2='481' y2='361'/>
+            <content>34,450</content>
+         </cell>
+         <cell id='375' start-row='34' start-col='9'>
+            <bounding-box x1='497' y1='351' x2='525' y2='361'/>
+            <content>34,700</content>
+         </cell>
+         <cell id='376' start-row='34' start-col='10'>
+            <bounding-box x1='541' y1='351' x2='570' y2='361'/>
+            <content>35,210</content>
+         </cell>
+         <cell id='377' start-row='35' start-col='0'>
+            <bounding-box x1='44' y1='340' x2='82' y2='350'/>
+            <content>Maryland</content>
+         </cell>
+         <cell id='378' start-row='35' start-col='1'>
+            <bounding-box x1='137' y1='340' x2='166' y2='350'/>
+            <content>52,870</content>
+         </cell>
+         <cell id='379' start-row='35' start-col='2'>
+            <bounding-box x1='182' y1='340' x2='210' y2='350'/>
+            <content>54,170</content>
+         </cell>
+         <cell id='380' start-row='35' start-col='3'>
+            <bounding-box x1='226' y1='340' x2='255' y2='350'/>
+            <content>55,536</content>
+         </cell>
+         <cell id='381' start-row='35' start-col='4'>
+            <bounding-box x1='271' y1='340' x2='299' y2='350'/>
+            <content>57,564</content>
+         </cell>
+         <cell id='382' start-row='35' start-col='5'>
+            <bounding-box x1='315' y1='340' x2='344' y2='350'/>
+            <content>59,171</content>
+         </cell>
+         <cell id='383' start-row='35' start-col='6'>
+            <bounding-box x1='360' y1='340' x2='388' y2='350'/>
+            <content>58,304</content>
+         </cell>
+         <cell id='384' start-row='35' start-col='7'>
+            <bounding-box x1='408' y1='340' x2='437' y2='350'/>
+            <content>58,560</content>
+         </cell>
+         <cell id='385' start-row='35' start-col='8'>
+            <bounding-box x1='453' y1='340' x2='481' y2='350'/>
+            <content>57,900</content>
+         </cell>
+         <cell id='386' start-row='35' start-col='9'>
+            <bounding-box x1='497' y1='340' x2='525' y2='350'/>
+            <content>58,760</content>
+         </cell>
+         <cell id='387' start-row='35' start-col='10'>
+            <bounding-box x1='541' y1='340' x2='570' y2='350'/>
+            <content>58,560</content>
+         </cell>
+         <cell id='388' start-row='36' start-col='0'>
+            <bounding-box x1='44' y1='330' x2='90' y2='340'/>
+            <content>Mississippi</content>
+         </cell>
+         <cell id='389' start-row='36' start-col='1'>
+            <bounding-box x1='137' y1='330' x2='166' y2='340'/>
+            <content>23,735</content>
+         </cell>
+         <cell id='390' start-row='36' start-col='2'>
+            <bounding-box x1='182' y1='330' x2='210' y2='340'/>
+            <content>23,523</content>
+         </cell>
+         <cell id='391' start-row='36' start-col='3'>
+            <bounding-box x1='226' y1='330' x2='255' y2='340'/>
+            <content>23,848</content>
+         </cell>
+         <cell id='392' start-row='36' start-col='4'>
+            <bounding-box x1='271' y1='330' x2='299' y2='340'/>
+            <content>24,186</content>
+         </cell>
+         <cell id='393' start-row='36' start-col='5'>
+            <bounding-box x1='315' y1='330' x2='344' y2='340'/>
+            <content>24,795</content>
+         </cell>
+         <cell id='394' start-row='36' start-col='6'>
+            <bounding-box x1='360' y1='330' x2='388' y2='340'/>
+            <content>24,505</content>
+         </cell>
+         <cell id='395' start-row='36' start-col='7'>
+            <bounding-box x1='408' y1='330' x2='437' y2='340'/>
+            <content>26,260</content>
+         </cell>
+         <cell id='396' start-row='36' start-col='8'>
+            <bounding-box x1='453' y1='330' x2='481' y2='340'/>
+            <content>26,930</content>
+         </cell>
+         <cell id='397' start-row='36' start-col='9'>
+            <bounding-box x1='497' y1='330' x2='525' y2='340'/>
+            <content>26,610</content>
+         </cell>
+         <cell id='398' start-row='36' start-col='10'>
+            <bounding-box x1='541' y1='330' x2='570' y2='340'/>
+            <content>26,710</content>
+         </cell>
+         <cell id='399' start-row='37' start-col='0'>
+            <bounding-box x1='44' y1='319' x2='103' y2='329'/>
+            <content>North Carolina</content>
+         </cell>
+         <cell id='400' start-row='37' start-col='1'>
+            <bounding-box x1='137' y1='319' x2='166' y2='329'/>
+            <content>72,126</content>
+         </cell>
+         <cell id='401' start-row='37' start-col='2'>
+            <bounding-box x1='182' y1='319' x2='210' y2='329'/>
+            <content>75,010</content>
+         </cell>
+         <cell id='402' start-row='37' start-col='3'>
+            <bounding-box x1='227' y1='319' x2='255' y2='329'/>
+            <content>76,710</content>
+         </cell>
+         <cell id='403' start-row='37' start-col='4'>
+            <bounding-box x1='271' y1='319' x2='300' y2='329'/>
+            <content>76,031</content>
+         </cell>
+         <cell id='404' start-row='37' start-col='5'>
+            <bounding-box x1='316' y1='319' x2='344' y2='329'/>
+            <content>83,307</content>
+         </cell>
+         <cell id='405' start-row='37' start-col='6'>
+            <bounding-box x1='360' y1='319' x2='389' y2='329'/>
+            <content>86,712</content>
+         </cell>
+         <cell id='406' start-row='37' start-col='7'>
+            <bounding-box x1='409' y1='319' x2='437' y2='329'/>
+            <content>84,900</content>
+         </cell>
+         <cell id='407' start-row='37' start-col='8'>
+            <bounding-box x1='453' y1='319' x2='481' y2='329'/>
+            <content>87,370</content>
+         </cell>
+         <cell id='408' start-row='37' start-col='9'>
+            <bounding-box x1='497' y1='319' x2='526' y2='329'/>
+            <content>90,280</content>
+         </cell>
+         <cell id='409' start-row='37' start-col='10'>
+            <bounding-box x1='541' y1='319' x2='570' y2='329'/>
+            <content>89,820</content>
+         </cell>
+         <cell id='410' start-row='38' start-col='0'>
+            <bounding-box x1='44' y1='308' x2='86' y2='318'/>
+            <content>Oklahoma</content>
+         </cell>
+         <cell id='411' start-row='38' start-col='1'>
+            <bounding-box x1='137' y1='308' x2='166' y2='318'/>
+            <content>36,799</content>
+         </cell>
+         <cell id='412' start-row='38' start-col='2'>
+            <bounding-box x1='182' y1='308' x2='211' y2='318'/>
+            <content>36,227</content>
+         </cell>
+         <cell id='413' start-row='38' start-col='3'>
+            <bounding-box x1='227' y1='308' x2='255' y2='318'/>
+            <content>36,497</content>
+         </cell>
+         <cell id='414' start-row='38' start-col='4'>
+            <bounding-box x1='271' y1='308' x2='300' y2='318'/>
+            <content>37,100</content>
+         </cell>
+         <cell id='415' start-row='38' start-col='5'>
+            <bounding-box x1='316' y1='308' x2='344' y2='318'/>
+            <content>37,630</content>
+         </cell>
+         <cell id='416' start-row='38' start-col='6'>
+            <bounding-box x1='360' y1='308' x2='389' y2='318'/>
+            <content>37,219</content>
+         </cell>
+         <cell id='417' start-row='38' start-col='7'>
+            <bounding-box x1='409' y1='308' x2='437' y2='318'/>
+            <content>38,510</content>
+         </cell>
+         <cell id='418' start-row='38' start-col='8'>
+            <bounding-box x1='453' y1='308' x2='481' y2='318'/>
+            <content>38,120</content>
+         </cell>
+         <cell id='419' start-row='38' start-col='9'>
+            <bounding-box x1='497' y1='308' x2='526' y2='318'/>
+            <content>38,170</content>
+         </cell>
+         <cell id='420' start-row='38' start-col='10'>
+            <bounding-box x1='541' y1='308' x2='570' y2='318'/>
+            <content>37,800</content>
+         </cell>
+         <cell id='421' start-row='39' start-col='0'>
+            <bounding-box x1='44' y1='298' x2='105' y2='308'/>
+            <content>South Carolina</content>
+         </cell>
+         <cell id='422' start-row='39' start-col='1'>
+            <bounding-box x1='137' y1='298' x2='166' y2='308'/>
+            <content>33,235</content>
+         </cell>
+         <cell id='423' start-row='39' start-col='2'>
+            <bounding-box x1='182' y1='298' x2='210' y2='308'/>
+            <content>33,439</content>
+         </cell>
+         <cell id='424' start-row='39' start-col='3'>
+            <bounding-box x1='227' y1='298' x2='255' y2='308'/>
+            <content>34,970</content>
+         </cell>
+         <cell id='425' start-row='39' start-col='4'>
+            <bounding-box x1='271' y1='298' x2='300' y2='308'/>
+            <content>35,108</content>
+         </cell>
+         <cell id='426' start-row='39' start-col='5'>
+            <bounding-box x1='316' y1='298' x2='344' y2='308'/>
+            <content>35,303</content>
+         </cell>
+         <cell id='427' start-row='39' start-col='6'>
+            <bounding-box x1='360' y1='298' x2='389' y2='308'/>
+            <content>39,114</content>
+         </cell>
+         <cell id='428' start-row='39' start-col='7'>
+            <bounding-box x1='409' y1='298' x2='437' y2='308'/>
+            <content>39,560</content>
+         </cell>
+         <cell id='429' start-row='39' start-col='8'>
+            <bounding-box x1='453' y1='298' x2='481' y2='308'/>
+            <content>39,880</content>
+         </cell>
+         <cell id='430' start-row='39' start-col='9'>
+            <bounding-box x1='497' y1='298' x2='526' y2='308'/>
+            <content>40,480</content>
+         </cell>
+         <cell id='431' start-row='39' start-col='10'>
+            <bounding-box x1='541' y1='298' x2='570' y2='308'/>
+            <content>39,960</content>
+         </cell>
+         <cell id='434' start-row='40' start-col='1'>
+            <bounding-box x1='137' y1='287' x2='166' y2='297'/>
+            <content>46,096</content>
+         </cell>
+         <cell id='435' start-row='40' start-col='2'>
+            <bounding-box x1='182' y1='287' x2='210' y2='297'/>
+            <content>47,967</content>
+         </cell>
+         <cell id='436' start-row='40' start-col='3'>
+            <bounding-box x1='226' y1='287' x2='255' y2='297'/>
+            <content>50,880</content>
+         </cell>
+         <cell id='437' start-row='40' start-col='4'>
+            <bounding-box x1='271' y1='287' x2='300' y2='297'/>
+            <content>54,502</content>
+         </cell>
+         <cell id='438' start-row='40' start-col='5'>
+            <bounding-box x1='316' y1='287' x2='344' y2='297'/>
+            <content>57,486</content>
+         </cell>
+         <cell id='439' start-row='40' start-col='6'>
+            <bounding-box x1='360' y1='287' x2='389' y2='297'/>
+            <content>60,368</content>
+         </cell>
+         <cell id='440' start-row='40' start-col='7'>
+            <bounding-box x1='409' y1='287' x2='437' y2='297'/>
+            <content>61,500</content>
+         </cell>
+         <cell id='441' start-row='40' start-col='8'>
+            <bounding-box x1='453' y1='287' x2='481' y2='297'/>
+            <content>62,520</content>
+         </cell>
+         <cell id='442' start-row='40' start-col='9'>
+            <bounding-box x1='497' y1='287' x2='526' y2='297'/>
+            <content>61,470</content>
+         </cell>
+         <cell id='443' start-row='40' start-col='10'>
+            <bounding-box x1='541' y1='287' x2='570' y2='297'/>
+            <content>60,180</content>
+         </cell>
+         <cell id='446' start-row='41' start-col='1'>
+            <bounding-box x1='132' y1='276' x2='166' y2='286'/>
+            <content>244,165</content>
+         </cell>
+         <cell id='447' start-row='41' start-col='2'>
+            <bounding-box x1='177' y1='276' x2='210' y2='286'/>
+            <content>239,717</content>
+         </cell>
+         <cell id='448' start-row='41' start-col='3'>
+            <bounding-box x1='221' y1='276' x2='255' y2='286'/>
+            <content>240,485</content>
+         </cell>
+         <cell id='449' start-row='41' start-col='4'>
+            <bounding-box x1='266' y1='276' x2='300' y2='286'/>
+            <content>241,193</content>
+         </cell>
+         <cell id='450' start-row='41' start-col='5'>
+            <bounding-box x1='311' y1='276' x2='344' y2='286'/>
+            <content>252,121</content>
+         </cell>
+         <cell id='451' start-row='41' start-col='6'>
+            <bounding-box x1='355' y1='276' x2='389' y2='286'/>
+            <content>264,275</content>
+         </cell>
+         <cell id='452' start-row='41' start-col='7'>
+            <bounding-box x1='404' y1='276' x2='437' y2='286'/>
+            <content>273,050</content>
+         </cell>
+         <cell id='453' start-row='41' start-col='8'>
+            <bounding-box x1='448' y1='276' x2='481' y2='286'/>
+            <content>279,970</content>
+         </cell>
+         <cell id='454' start-row='41' start-col='9'>
+            <bounding-box x1='492' y1='276' x2='526' y2='286'/>
+            <content>285,530</content>
+         </cell>
+         <cell id='455' start-row='41' start-col='10'>
+            <bounding-box x1='536' y1='276' x2='570' y2='286'/>
+            <content>292,940</content>
+         </cell>
+         <cell id='456' start-row='42' start-col='0'>
+            <bounding-box x1='44' y1='266' x2='74' y2='276'/>
+            <content>Virginia</content>
+         </cell>
+         <cell id='457' start-row='42' start-col='1'>
+            <bounding-box x1='137' y1='266' x2='166' y2='276'/>
+            <content>72,042</content>
+         </cell>
+         <cell id='458' start-row='42' start-col='2'>
+            <bounding-box x1='182' y1='266' x2='210' y2='276'/>
+            <content>73,667</content>
+         </cell>
+         <cell id='459' start-row='42' start-col='3'>
+            <bounding-box x1='226' y1='266' x2='255' y2='276'/>
+            <content>69,597</content>
+         </cell>
+         <cell id='460' start-row='42' start-col='4'>
+            <bounding-box x1='271' y1='266' x2='300' y2='276'/>
+            <content>73,997</content>
+         </cell>
+         <cell id='461' start-row='42' start-col='5'>
+            <bounding-box x1='316' y1='266' x2='344' y2='276'/>
+            <content>77,369</content>
+         </cell>
+         <cell id='462' start-row='42' start-col='6'>
+            <bounding-box x1='360' y1='266' x2='389' y2='276'/>
+            <content>79,651</content>
+         </cell>
+         <cell id='463' start-row='42' start-col='7'>
+            <bounding-box x1='408' y1='266' x2='437' y2='276'/>
+            <content>80,270</content>
+         </cell>
+         <cell id='464' start-row='42' start-col='8'>
+            <bounding-box x1='453' y1='266' x2='481' y2='276'/>
+            <content>81,600</content>
+         </cell>
+         <cell id='465' start-row='42' start-col='9'>
+            <bounding-box x1='497' y1='266' x2='526' y2='276'/>
+            <content>82,770</content>
+         </cell>
+         <cell id='466' start-row='42' start-col='10'>
+            <bounding-box x1='541' y1='266' x2='570' y2='276'/>
+            <content>81,870</content>
+         </cell>
+         <cell id='467' start-row='43' start-col='0'>
+            <bounding-box x1='44' y1='255' x2='97' y2='265'/>
+            <content>West Virginia</content>
+         </cell>
+         <cell id='468' start-row='43' start-col='1'>
+            <bounding-box x1='137' y1='255' x2='166' y2='265'/>
+            <content>17,339</content>
+         </cell>
+         <cell id='469' start-row='43' start-col='2'>
+            <bounding-box x1='182' y1='255' x2='210' y2='265'/>
+            <content>17,137</content>
+         </cell>
+         <cell id='470' start-row='43' start-col='3'>
+            <bounding-box x1='226' y1='255' x2='255' y2='265'/>
+            <content>16,763</content>
+         </cell>
+         <cell id='471' start-row='43' start-col='4'>
+            <bounding-box x1='271' y1='255' x2='299' y2='265'/>
+            <content>17,407</content>
+         </cell>
+         <cell id='472' start-row='43' start-col='5'>
+            <bounding-box x1='316' y1='255' x2='344' y2='265'/>
+            <content>17,489</content>
+         </cell>
+         <cell id='473' start-row='43' start-col='6'>
+            <bounding-box x1='360' y1='255' x2='389' y2='265'/>
+            <content>17,690</content>
+         </cell>
+         <cell id='474' start-row='43' start-col='7'>
+            <bounding-box x1='408' y1='255' x2='437' y2='265'/>
+            <content>17,540</content>
+         </cell>
+         <cell id='475' start-row='43' start-col='8'>
+            <bounding-box x1='453' y1='255' x2='481' y2='265'/>
+            <content>17,300</content>
+         </cell>
+         <cell id='476' start-row='43' start-col='9'>
+            <bounding-box x1='497' y1='255' x2='525' y2='265'/>
+            <content>17,150</content>
+         </cell>
+         <cell id='477' start-row='43' start-col='10'>
+            <bounding-box x1='541' y1='255' x2='570' y2='265'/>
+            <content>17,410</content>
+         </cell>
+         <cell id='478' start-row='44' start-col='0'>
+            <bounding-box x1='35' y1='244' x2='56' y2='254'/>
+            <content>West</content>
+         </cell>
+         <cell id='479' start-row='44' start-col='1'>
+            <bounding-box x1='132' y1='244' x2='166' y2='254'/>
+            <content>640,782</content>
+         </cell>
+         <cell id='480' start-row='44' start-col='2'>
+            <bounding-box x1='177' y1='244' x2='210' y2='254'/>
+            <content>665,730</content>
+         </cell>
+         <cell id='481' start-row='44' start-col='3'>
+            <bounding-box x1='221' y1='244' x2='255' y2='254'/>
+            <content>648,153</content>
+         </cell>
+         <cell id='482' start-row='44' start-col='4'>
+            <bounding-box x1='266' y1='244' x2='299' y2='254'/>
+            <content>666,560</content>
+         </cell>
+         <cell id='483' start-row='44' start-col='5'>
+            <bounding-box x1='310' y1='244' x2='344' y2='254'/>
+            <content>696,055</content>
+         </cell>
+         <cell id='484' start-row='44' start-col='6'>
+            <bounding-box x1='355' y1='244' x2='389' y2='254'/>
+            <content>700,236</content>
+         </cell>
+         <cell id='485' start-row='44' start-col='7'>
+            <bounding-box x1='403' y1='244' x2='437' y2='254'/>
+            <content>714,920</content>
+         </cell>
+         <cell id='486' start-row='44' start-col='8'>
+            <bounding-box x1='448' y1='244' x2='481' y2='254'/>
+            <content>732,350</content>
+         </cell>
+         <cell id='487' start-row='44' start-col='9'>
+            <bounding-box x1='492' y1='244' x2='525' y2='254'/>
+            <content>735,710</content>
+         </cell>
+         <cell id='488' start-row='44' start-col='10'>
+            <bounding-box x1='536' y1='244' x2='570' y2='254'/>
+            <content>728,890</content>
+         </cell>
+         <cell id='489' start-row='45' start-col='0'>
+            <bounding-box x1='44' y1='234' x2='72' y2='244'/>
+            <content>Alaska</content>
+         </cell>
+         <cell id='490' start-row='45' start-col='1'>
+            <bounding-box x1='142' y1='234' x2='166' y2='244'/>
+            <content>7,236</content>
+         </cell>
+         <cell id='491' start-row='45' start-col='2'>
+            <bounding-box x1='187' y1='234' x2='210' y2='244'/>
+            <content>6,909</content>
+         </cell>
+         <cell id='492' start-row='45' start-col='3'>
+            <bounding-box x1='231' y1='234' x2='255' y2='244'/>
+            <content>7,361</content>
+         </cell>
+         <cell id='493' start-row='45' start-col='4'>
+            <bounding-box x1='276' y1='234' x2='299' y2='244'/>
+            <content>7,666</content>
+         </cell>
+         <cell id='494' start-row='45' start-col='5'>
+            <bounding-box x1='320' y1='234' x2='344' y2='244'/>
+            <content>7,855</content>
+         </cell>
+         <cell id='495' start-row='45' start-col='6'>
+            <bounding-box x1='365' y1='234' x2='389' y2='244'/>
+            <content>8,008</content>
+         </cell>
+         <cell id='496' start-row='45' start-col='7'>
+            <bounding-box x1='413' y1='234' x2='437' y2='244'/>
+            <content>7,820</content>
+         </cell>
+         <cell id='497' start-row='45' start-col='8'>
+            <bounding-box x1='458' y1='234' x2='481' y2='244'/>
+            <content>7,720</content>
+         </cell>
+         <cell id='498' start-row='45' start-col='9'>
+            <bounding-box x1='502' y1='234' x2='525' y2='244'/>
+            <content>7,750</content>
+         </cell>
+         <cell id='499' start-row='45' start-col='10'>
+            <bounding-box x1='546' y1='234' x2='570' y2='244'/>
+            <content>7,450</content>
+         </cell>
+         <cell id='500' start-row='46' start-col='0'>
+            <bounding-box x1='44' y1='223' x2='75' y2='233'/>
+            <content>Arizona</content>
+         </cell>
+         <cell id='501' start-row='46' start-col='1'>
+            <bounding-box x1='137' y1='223' x2='166' y2='233'/>
+            <content>45,508</content>
+         </cell>
+         <cell id='502' start-row='46' start-col='2'>
+            <bounding-box x1='182' y1='223' x2='210' y2='233'/>
+            <content>59,498</content>
+         </cell>
+         <cell id='503' start-row='46' start-col='3'>
+            <bounding-box x1='226' y1='223' x2='255' y2='233'/>
+            <content>54,091</content>
+         </cell>
+         <cell id='504' start-row='46' start-col='4'>
+            <bounding-box x1='271' y1='223' x2='299' y2='233'/>
+            <content>55,954</content>
+         </cell>
+         <cell id='505' start-row='46' start-col='5'>
+            <bounding-box x1='315' y1='223' x2='344' y2='233'/>
+            <content>61,667</content>
+         </cell>
+         <cell id='506' start-row='46' start-col='6'>
+            <bounding-box x1='360' y1='223' x2='388' y2='233'/>
+            <content>62,374</content>
+         </cell>
+         <cell id='507' start-row='46' start-col='7'>
+            <bounding-box x1='408' y1='223' x2='437' y2='233'/>
+            <content>64,800</content>
+         </cell>
+         <cell id='508' start-row='46' start-col='8'>
+            <bounding-box x1='453' y1='223' x2='481' y2='233'/>
+            <content>66,490</content>
+         </cell>
+         <cell id='509' start-row='46' start-col='9'>
+            <bounding-box x1='497' y1='223' x2='525' y2='233'/>
+            <content>64,670</content>
+         </cell>
+         <cell id='510' start-row='46' start-col='10'>
+            <bounding-box x1='541' y1='223' x2='570' y2='233'/>
+            <content>61,830</content>
+         </cell>
+         <cell id='511' start-row='47' start-col='0'>
+            <bounding-box x1='44' y1='212' x2='83' y2='222'/>
+            <content>California</content>
+         </cell>
+         <cell id='512' start-row='47' start-col='1'>
+            <bounding-box x1='132' y1='212' x2='166' y2='222'/>
+            <content>343,480</content>
+         </cell>
+         <cell id='513' start-row='47' start-col='2'>
+            <bounding-box x1='177' y1='212' x2='210' y2='222'/>
+            <content>355,217</content>
+         </cell>
+         <cell id='514' start-row='47' start-col='3'>
+            <bounding-box x1='221' y1='212' x2='255' y2='222'/>
+            <content>343,515</content>
+         </cell>
+         <cell id='515' start-row='47' start-col='4'>
+            <bounding-box x1='266' y1='212' x2='299' y2='222'/>
+            <content>356,641</content>
+         </cell>
+         <cell id='516' start-row='47' start-col='5'>
+            <bounding-box x1='310' y1='212' x2='344' y2='222'/>
+            <content>374,561</content>
+         </cell>
+         <cell id='517' start-row='47' start-col='6'>
+            <bounding-box x1='355' y1='212' x2='388' y2='222'/>
+            <content>372,310</content>
+         </cell>
+         <cell id='518' start-row='47' start-col='7'>
+            <bounding-box x1='403' y1='212' x2='437' y2='222'/>
+            <content>375,070</content>
+         </cell>
+         <cell id='519' start-row='47' start-col='8'>
+            <bounding-box x1='448' y1='212' x2='481' y2='222'/>
+            <content>386,220</content>
+         </cell>
+         <cell id='520' start-row='47' start-col='9'>
+            <bounding-box x1='492' y1='212' x2='525' y2='222'/>
+            <content>390,270</content>
+         </cell>
+         <cell id='521' start-row='47' start-col='10'>
+            <bounding-box x1='536' y1='212' x2='570' y2='222'/>
+            <content>387,300</content>
+         </cell>
+         <cell id='522' start-row='48' start-col='0'>
+            <bounding-box x1='44' y1='202' x2='82' y2='212'/>
+            <content>Colorado</content>
+         </cell>
+         <cell id='523' start-row='48' start-col='1'>
+            <bounding-box x1='137' y1='202' x2='166' y2='212'/>
+            <content>44,777</content>
+         </cell>
+         <cell id='524' start-row='48' start-col='2'>
+            <bounding-box x1='182' y1='202' x2='210' y2='212'/>
+            <content>44,532</content>
+         </cell>
+         <cell id='525' start-row='48' start-col='3'>
+            <bounding-box x1='226' y1='202' x2='255' y2='212'/>
+            <content>44,424</content>
+         </cell>
+         <cell id='526' start-row='48' start-col='4'>
+            <bounding-box x1='271' y1='202' x2='299' y2='212'/>
+            <content>45,628</content>
+         </cell>
+         <cell id='527' start-row='48' start-col='5'>
+            <bounding-box x1='315' y1='202' x2='344' y2='212'/>
+            <content>46,082</content>
+         </cell>
+         <cell id='528' start-row='48' start-col='6'>
+            <bounding-box x1='360' y1='202' x2='388' y2='212'/>
+            <content>47,459</content>
+         </cell>
+         <cell id='529' start-row='48' start-col='7'>
+            <bounding-box x1='408' y1='202' x2='437' y2='212'/>
+            <content>49,780</content>
+         </cell>
+         <cell id='530' start-row='48' start-col='8'>
+            <bounding-box x1='453' y1='202' x2='481' y2='212'/>
+            <content>51,820</content>
+         </cell>
+         <cell id='531' start-row='48' start-col='9'>
+            <bounding-box x1='497' y1='202' x2='525' y2='212'/>
+            <content>52,580</content>
+         </cell>
+         <cell id='532' start-row='48' start-col='10'>
+            <bounding-box x1='541' y1='202' x2='570' y2='212'/>
+            <content>52,830</content>
+         </cell>
+         <cell id='533' start-row='49' start-col='0'>
+            <bounding-box x1='44' y1='191' x2='72' y2='201'/>
+            <content>Hawaii</content>
+         </cell>
+         <cell id='534' start-row='49' start-col='1'>
+            <bounding-box x1='137' y1='191' x2='166' y2='201'/>
+            <content>10,324</content>
+         </cell>
+         <cell id='535' start-row='49' start-col='2'>
+            <bounding-box x1='182' y1='191' x2='210' y2='201'/>
+            <content>10,813</content>
+         </cell>
+         <cell id='536' start-row='49' start-col='3'>
+            <bounding-box x1='226' y1='191' x2='255' y2='201'/>
+            <content>10,922</content>
+         </cell>
+         <cell id='537' start-row='49' start-col='4'>
+            <bounding-box x1='271' y1='191' x2='299' y2='201'/>
+            <content>11,063</content>
+         </cell>
+         <cell id='538' start-row='49' start-col='5'>
+            <bounding-box x1='316' y1='191' x2='344' y2='201'/>
+            <content>11,613</content>
+         </cell>
+         <cell id='539' start-row='49' start-col='6'>
+            <bounding-box x1='360' y1='191' x2='389' y2='201'/>
+            <content>11,508</content>
+         </cell>
+         <cell id='540' start-row='49' start-col='7'>
+            <bounding-box x1='409' y1='191' x2='437' y2='201'/>
+            <content>10,860</content>
+         </cell>
+         <cell id='541' start-row='49' start-col='8'>
+            <bounding-box x1='453' y1='191' x2='481' y2='201'/>
+            <content>11,070</content>
+         </cell>
+         <cell id='542' start-row='49' start-col='9'>
+            <bounding-box x1='497' y1='191' x2='526' y2='201'/>
+            <content>11,150</content>
+         </cell>
+         <cell id='543' start-row='49' start-col='10'>
+            <bounding-box x1='541' y1='191' x2='570' y2='201'/>
+            <content>10,670</content>
+         </cell>
+         <cell id='544' start-row='50' start-col='0'>
+            <bounding-box x1='44' y1='180' x2='68' y2='190'/>
+            <content>Idaho</content>
+         </cell>
+         <cell id='545' start-row='50' start-col='1'>
+            <bounding-box x1='137' y1='180' x2='166' y2='190'/>
+            <content>15,547</content>
+         </cell>
+         <cell id='546' start-row='50' start-col='2'>
+            <bounding-box x1='182' y1='180' x2='211' y2='190'/>
+            <content>15,768</content>
+         </cell>
+         <cell id='547' start-row='50' start-col='3'>
+            <bounding-box x1='227' y1='180' x2='255' y2='190'/>
+            <content>16,096</content>
+         </cell>
+         <cell id='548' start-row='50' start-col='4'>
+            <bounding-box x1='271' y1='180' x2='300' y2='190'/>
+            <content>16,242</content>
+         </cell>
+         <cell id='549' start-row='50' start-col='5'>
+            <bounding-box x1='316' y1='180' x2='344' y2='190'/>
+            <content>16,567</content>
+         </cell>
+         <cell id='550' start-row='50' start-col='6'>
+            <bounding-box x1='360' y1='180' x2='389' y2='190'/>
+            <content>16,807</content>
+         </cell>
+         <cell id='551' start-row='50' start-col='7'>
+            <bounding-box x1='409' y1='180' x2='437' y2='190'/>
+            <content>17,280</content>
+         </cell>
+         <cell id='552' start-row='50' start-col='8'>
+            <bounding-box x1='453' y1='180' x2='481' y2='190'/>
+            <content>17,390</content>
+         </cell>
+         <cell id='553' start-row='50' start-col='9'>
+            <bounding-box x1='497' y1='180' x2='526' y2='190'/>
+            <content>17,150</content>
+         </cell>
+         <cell id='554' start-row='50' start-col='10'>
+            <bounding-box x1='541' y1='180' x2='570' y2='190'/>
+            <content>16,840</content>
+         </cell>
+         <cell id='555' start-row='51' start-col='0'>
+            <bounding-box x1='44' y1='170' x2='81' y2='180'/>
+            <content>Montana</content>
+         </cell>
+         <cell id='556' start-row='51' start-col='1'>
+            <bounding-box x1='137' y1='170' x2='166' y2='180'/>
+            <content>10,500</content>
+         </cell>
+         <cell id='557' start-row='51' start-col='2'>
+            <bounding-box x1='182' y1='170' x2='211' y2='180'/>
+            <content>10,335</content>
+         </cell>
+         <cell id='558' start-row='51' start-col='3'>
+            <bounding-box x1='227' y1='170' x2='255' y2='180'/>
+            <content>10,283</content>
+         </cell>
+         <cell id='559' start-row='51' start-col='4'>
+            <bounding-box x1='271' y1='170' x2='300' y2='180'/>
+            <content>10,122</content>
+         </cell>
+         <cell id='560' start-row='51' start-col='5'>
+            <bounding-box x1='316' y1='170' x2='344' y2='180'/>
+            <content>10,396</content>
+         </cell>
+         <cell id='561' start-row='51' start-col='6'>
+            <bounding-box x1='360' y1='170' x2='389' y2='180'/>
+            <content>10,077</content>
+         </cell>
+         <cell id='562' start-row='51' start-col='7'>
+            <bounding-box x1='414' y1='170' x2='437' y2='180'/>
+            <content>9,910</content>
+         </cell>
+         <cell id='563' start-row='51' start-col='8'>
+            <bounding-box x1='458' y1='170' x2='481' y2='180'/>
+            <content>9,690</content>
+         </cell>
+         <cell id='564' start-row='51' start-col='9'>
+            <bounding-box x1='502' y1='170' x2='526' y2='180'/>
+            <content>9,560</content>
+         </cell>
+         <cell id='565' start-row='51' start-col='10'>
+            <bounding-box x1='546' y1='170' x2='570' y2='180'/>
+            <content>9,210</content>
+         </cell>
+         <cell id='566' start-row='52' start-col='0'>
+            <bounding-box x1='44' y1='159' x2='76' y2='169'/>
+            <content>Nevada</content>
+         </cell>
+         <cell id='567' start-row='52' start-col='1'>
+            <bounding-box x1='137' y1='159' x2='166' y2='169'/>
+            <content>15,201</content>
+         </cell>
+         <cell id='568' start-row='52' start-col='2'>
+            <bounding-box x1='182' y1='159' x2='210' y2='169'/>
+            <content>15,740</content>
+         </cell>
+         <cell id='569' start-row='52' start-col='3'>
+            <bounding-box x1='227' y1='159' x2='255' y2='169'/>
+            <content>16,455</content>
+         </cell>
+         <cell id='570' start-row='52' start-col='4'>
+            <bounding-box x1='271' y1='159' x2='300' y2='169'/>
+            <content>17,149</content>
+         </cell>
+         <cell id='571' start-row='52' start-col='5'>
+            <bounding-box x1='316' y1='159' x2='344' y2='169'/>
+            <content>18,815</content>
+         </cell>
+         <cell id='572' start-row='52' start-col='6'>
+            <bounding-box x1='360' y1='159' x2='389' y2='169'/>
+            <content>19,904</content>
+         </cell>
+         <cell id='573' start-row='52' start-col='7'>
+            <bounding-box x1='409' y1='159' x2='437' y2='169'/>
+            <content>22,190</content>
+         </cell>
+         <cell id='574' start-row='52' start-col='8'>
+            <bounding-box x1='453' y1='159' x2='481' y2='169'/>
+            <content>24,990</content>
+         </cell>
+         <cell id='575' start-row='52' start-col='9'>
+            <bounding-box x1='497' y1='159' x2='526' y2='169'/>
+            <content>25,790</content>
+         </cell>
+         <cell id='576' start-row='52' start-col='10'>
+            <bounding-box x1='541' y1='159' x2='570' y2='169'/>
+            <content>25,680</content>
+         </cell>
+         <cell id='577' start-row='53' start-col='0'>
+            <bounding-box x1='44' y1='148' x2='95' y2='158'/>
+            <content>New Mexico</content>
+         </cell>
+         <cell id='578' start-row='53' start-col='1'>
+            <bounding-box x1='137' y1='148' x2='166' y2='158'/>
+            <content>17,892</content>
+         </cell>
+         <cell id='579' start-row='53' start-col='2'>
+            <bounding-box x1='182' y1='148' x2='210' y2='158'/>
+            <content>17,353</content>
+         </cell>
+         <cell id='580' start-row='53' start-col='3'>
+            <bounding-box x1='226' y1='148' x2='255' y2='158'/>
+            <content>17,822</content>
+         </cell>
+         <cell id='581' start-row='53' start-col='4'>
+            <bounding-box x1='271' y1='148' x2='300' y2='158'/>
+            <content>16,131</content>
+         </cell>
+         <cell id='582' start-row='53' start-col='5'>
+            <bounding-box x1='316' y1='148' x2='344' y2='158'/>
+            <content>18,264</content>
+         </cell>
+         <cell id='583' start-row='53' start-col='6'>
+            <bounding-box x1='360' y1='148' x2='389' y2='158'/>
+            <content>17,931</content>
+         </cell>
+         <cell id='584' start-row='53' start-col='7'>
+            <bounding-box x1='409' y1='148' x2='437' y2='158'/>
+            <content>18,660</content>
+         </cell>
+         <cell id='585' start-row='53' start-col='8'>
+            <bounding-box x1='453' y1='148' x2='481' y2='158'/>
+            <content>19,080</content>
+         </cell>
+         <cell id='586' start-row='53' start-col='9'>
+            <bounding-box x1='497' y1='148' x2='526' y2='158'/>
+            <content>19,080</content>
+         </cell>
+         <cell id='587' start-row='53' start-col='10'>
+            <bounding-box x1='541' y1='148' x2='570' y2='158'/>
+            <content>18,840</content>
+         </cell>
+         <cell id='588' start-row='54' start-col='0'>
+            <bounding-box x1='44' y1='138' x2='75' y2='148'/>
+            <content>Oregon</content>
+         </cell>
+         <cell id='589' start-row='54' start-col='1'>
+            <bounding-box x1='137' y1='138' x2='166' y2='148'/>
+            <content>32,958</content>
+         </cell>
+         <cell id='590' start-row='54' start-col='2'>
+            <bounding-box x1='182' y1='138' x2='210' y2='148'/>
+            <content>32,602</content>
+         </cell>
+         <cell id='591' start-row='54' start-col='3'>
+            <bounding-box x1='226' y1='138' x2='255' y2='148'/>
+            <content>32,394</content>
+         </cell>
+         <cell id='592' start-row='54' start-col='4'>
+            <bounding-box x1='271' y1='138' x2='300' y2='148'/>
+            <content>33,446</content>
+         </cell>
+         <cell id='593' start-row='54' start-col='5'>
+            <bounding-box x1='316' y1='138' x2='344' y2='148'/>
+            <content>34,949</content>
+         </cell>
+         <cell id='594' start-row='54' start-col='6'>
+            <bounding-box x1='360' y1='138' x2='389' y2='148'/>
+            <content>35,138</content>
+         </cell>
+         <cell id='595' start-row='54' start-col='7'>
+            <bounding-box x1='409' y1='138' x2='437' y2='148'/>
+            <content>35,300</content>
+         </cell>
+         <cell id='596' start-row='54' start-col='8'>
+            <bounding-box x1='453' y1='138' x2='481' y2='148'/>
+            <content>35,410</content>
+         </cell>
+         <cell id='597' start-row='54' start-col='9'>
+            <bounding-box x1='497' y1='138' x2='526' y2='148'/>
+            <content>34,780</content>
+         </cell>
+         <cell id='598' start-row='54' start-col='10'>
+            <bounding-box x1='541' y1='138' x2='570' y2='148'/>
+            <content>34,730</content>
+         </cell>
+         <cell id='599' start-row='55' start-col='0'>
+            <bounding-box x1='44' y1='127' x2='64' y2='137'/>
+            <content>Utah</content>
+         </cell>
+         <cell id='600' start-row='55' start-col='1'>
+            <bounding-box x1='137' y1='127' x2='166' y2='137'/>
+            <content>30,252</content>
+         </cell>
+         <cell id='601' start-row='55' start-col='2'>
+            <bounding-box x1='182' y1='127' x2='210' y2='137'/>
+            <content>30,253</content>
+         </cell>
+         <cell id='602' start-row='55' start-col='3'>
+            <bounding-box x1='226' y1='127' x2='255' y2='137'/>
+            <content>29,050</content>
+         </cell>
+         <cell id='603' start-row='55' start-col='4'>
+            <bounding-box x1='271' y1='127' x2='299' y2='137'/>
+            <content>28,276</content>
+         </cell>
+         <cell id='604' start-row='55' start-col='5'>
+            <bounding-box x1='316' y1='127' x2='344' y2='137'/>
+            <content>28,167</content>
+         </cell>
+         <cell id='605' start-row='55' start-col='6'>
+            <bounding-box x1='360' y1='127' x2='389' y2='137'/>
+            <content>30,463</content>
+         </cell>
+         <cell id='606' start-row='55' start-col='7'>
+            <bounding-box x1='408' y1='127' x2='437' y2='137'/>
+            <content>31,280</content>
+         </cell>
+         <cell id='607' start-row='55' start-col='8'>
+            <bounding-box x1='453' y1='127' x2='481' y2='137'/>
+            <content>30,340</content>
+         </cell>
+         <cell id='608' start-row='55' start-col='9'>
+            <bounding-box x1='497' y1='127' x2='525' y2='137'/>
+            <content>30,590</content>
+         </cell>
+         <cell id='609' start-row='55' start-col='10'>
+            <bounding-box x1='541' y1='127' x2='570' y2='137'/>
+            <content>31,330</content>
+         </cell>
+         <cell id='610' start-row='56' start-col='0'>
+            <bounding-box x1='44' y1='116' x2='93' y2='126'/>
+            <content>Washington</content>
+         </cell>
+         <cell id='611' start-row='56' start-col='1'>
+            <bounding-box x1='137' y1='116' x2='166' y2='126'/>
+            <content>61,274</content>
+         </cell>
+         <cell id='612' start-row='56' start-col='2'>
+            <bounding-box x1='182' y1='116' x2='210' y2='126'/>
+            <content>61,094</content>
+         </cell>
+         <cell id='613' start-row='56' start-col='3'>
+            <bounding-box x1='226' y1='116' x2='255' y2='126'/>
+            <content>60,213</content>
+         </cell>
+         <cell id='614' start-row='56' start-col='4'>
+            <bounding-box x1='271' y1='116' x2='299' y2='126'/>
+            <content>62,801</content>
+         </cell>
+         <cell id='615' start-row='56' start-col='5'>
+            <bounding-box x1='315' y1='116' x2='344' y2='126'/>
+            <content>61,625</content>
+         </cell>
+         <cell id='616' start-row='56' start-col='6'>
+            <bounding-box x1='360' y1='116' x2='389' y2='126'/>
+            <content>62,764</content>
+         </cell>
+         <cell id='617' start-row='56' start-col='7'>
+            <bounding-box x1='408' y1='116' x2='437' y2='126'/>
+            <content>66,470</content>
+         </cell>
+         <cell id='618' start-row='56' start-col='8'>
+            <bounding-box x1='453' y1='116' x2='481' y2='126'/>
+            <content>66,580</content>
+         </cell>
+         <cell id='619' start-row='56' start-col='9'>
+            <bounding-box x1='497' y1='116' x2='525' y2='126'/>
+            <content>66,720</content>
+         </cell>
+         <cell id='620' start-row='56' start-col='10'>
+            <bounding-box x1='541' y1='116' x2='570' y2='126'/>
+            <content>66,790</content>
+         </cell>
+         <cell id='621' start-row='57' start-col='0'>
+            <bounding-box x1='44' y1='106' x2='83' y2='116'/>
+            <content>Wyoming</content>
+         </cell>
+         <cell id='622' start-row='57' start-col='1'>
+            <bounding-box x1='142' y1='106' x2='166' y2='116'/>
+            <content>5,833</content>
+         </cell>
+         <cell id='623' start-row='57' start-col='2'>
+            <bounding-box x1='187' y1='106' x2='210' y2='116'/>
+            <content>5,616</content>
+         </cell>
+         <cell id='624' start-row='57' start-col='3'>
+            <bounding-box x1='231' y1='106' x2='255' y2='116'/>
+            <content>5,527</content>
+         </cell>
+         <cell id='625' start-row='57' start-col='4'>
+            <bounding-box x1='276' y1='106' x2='299' y2='116'/>
+            <content>5,441</content>
+         </cell>
+         <cell id='626' start-row='57' start-col='5'>
+            <bounding-box x1='320' y1='106' x2='344' y2='116'/>
+            <content>5,494</content>
+         </cell>
+         <cell id='627' start-row='57' start-col='6'>
+            <bounding-box x1='365' y1='106' x2='389' y2='116'/>
+            <content>5,493</content>
+         </cell>
+         <cell id='628' start-row='57' start-col='7'>
+            <bounding-box x1='413' y1='106' x2='437' y2='116'/>
+            <content>5,510</content>
+         </cell>
+         <cell id='629' start-row='57' start-col='8'>
+            <bounding-box x1='458' y1='106' x2='481' y2='116'/>
+            <content>5,570</content>
+         </cell>
+         <cell id='630' start-row='57' start-col='9'>
+            <bounding-box x1='502' y1='106' x2='525' y2='116'/>
+            <content>5,630</content>
+         </cell>
+         <cell id='631' start-row='57' start-col='10'>
+            <bounding-box x1='546' y1='106' x2='570' y2='116'/>
+            <content>5,380</content>
+         </cell>
+         <cell id='1' start-row='40' start-col='0'>
+            <bounding-box x1='44' y1='287' x2='87' y2='296'/>
+            <content>Tennessee</content>
+            <instruction instr-id='352' subinstr-id='0'/>
+            <instruction instr-id='352' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='0'>
+            <bounding-box x1='44' y1='276' x2='67' y2='285'/>
+            <content>Texas</content>
+            <instruction instr-id='354' subinstr-id='0'/>
+            <instruction instr-id='354' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+	 <cell id='1' start-row='0' start-col='1' end-col='8'>
+            <bounding-box x1='314' y1='721' x2='404' y2='731'/>
+            <content>Projected—Continued</content>
+         </cell>
+         <cell id='2' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='42' y1='707' x2='111' y2='717'/>
+            <content>Region and state</content>
+         </cell>
+         <cell id='3' start-row='1' start-col='1'>
+            <bounding-box x1='148' y1='707' x2='184' y2='717'/>
+            <content>2013–14</content>
+         </cell>
+         <cell id='4' start-row='1' start-col='2'>
+            <bounding-box x1='197' y1='707' x2='233' y2='717'/>
+            <content>2014–15</content>
+         </cell>
+         <cell id='5' start-row='1' start-col='3'>
+            <bounding-box x1='246' y1='707' x2='282' y2='717'/>
+            <content>2015–16</content>
+         </cell>
+         <cell id='6' start-row='1' start-col='4'>
+            <bounding-box x1='296' y1='707' x2='331' y2='717'/>
+            <content>2016–17</content>
+         </cell>
+         <cell id='7' start-row='1' start-col='5'>
+            <bounding-box x1='345' y1='707' x2='380' y2='717'/>
+            <content>2017–18</content>
+         </cell>
+         <cell id='8' start-row='1' start-col='6'>
+            <bounding-box x1='394' y1='707' x2='429' y2='717'/>
+            <content>2018–19</content>
+         </cell>
+         <cell id='9' start-row='1' start-col='7'>
+            <bounding-box x1='443' y1='707' x2='479' y2='717'/>
+            <content>2019–20</content>
+         </cell>
+         <cell id='10' start-row='1' start-col='8'>
+            <bounding-box x1='492' y1='707' x2='528' y2='717'/>
+            <content>2020–21</content>
+         </cell>
+         <cell id='11' start-row='1' start-col='9'>
+            <bounding-box x1='541' y1='707' x2='577' y2='717'/>
+            <content>2021–22</content>
+         </cell>
+         <cell id='12' start-row='2' start-col='0'>
+            <bounding-box x1='55' y1='693' x2='114' y2='703'/>
+            <content>United States</content>
+         </cell>
+         <cell id='13' start-row='2' start-col='1'>
+            <bounding-box x1='142' y1='693' x2='184' y2='703'/>
+            <content>3,037,040</content>
+         </cell>
+         <cell id='14' start-row='2' start-col='2'>
+            <bounding-box x1='192' y1='693' x2='233' y2='703'/>
+            <content>3,043,290</content>
+         </cell>
+         <cell id='15' start-row='2' start-col='3'>
+            <bounding-box x1='241' y1='693' x2='282' y2='703'/>
+            <content>3,066,000</content>
+         </cell>
+         <cell id='16' start-row='2' start-col='4'>
+            <bounding-box x1='290' y1='693' x2='331' y2='703'/>
+            <content>3,096,730</content>
+         </cell>
+         <cell id='17' start-row='2' start-col='5'>
+            <bounding-box x1='339' y1='693' x2='380' y2='703'/>
+            <content>3,148,670</content>
+         </cell>
+         <cell id='18' start-row='2' start-col='6'>
+            <bounding-box x1='388' y1='693' x2='429' y2='703'/>
+            <content>3,155,320</content>
+         </cell>
+         <cell id='19' start-row='2' start-col='7'>
+            <bounding-box x1='438' y1='693' x2='479' y2='703'/>
+            <content>3,136,780</content>
+         </cell>
+         <cell id='20' start-row='2' start-col='8'>
+            <bounding-box x1='487' y1='693' x2='528' y2='703'/>
+            <content>3,163,350</content>
+         </cell>
+         <cell id='21' start-row='2' start-col='9'>
+            <bounding-box x1='535' y1='693' x2='577' y2='703'/>
+            <content>3,183,360</content>
+         </cell>
+         <cell id='22' start-row='3' start-col='0'>
+            <bounding-box x1='42' y1='682' x2='83' y2='692'/>
+            <content>Northeast</content>
+         </cell>
+         <cell id='23' start-row='3' start-col='1'>
+            <bounding-box x1='150' y1='682' x2='184' y2='692'/>
+            <content>548,290</content>
+         </cell>
+         <cell id='24' start-row='3' start-col='2'>
+            <bounding-box x1='199' y1='682' x2='233' y2='692'/>
+            <content>548,450</content>
+         </cell>
+         <cell id='25' start-row='3' start-col='3'>
+            <bounding-box x1='248' y1='682' x2='282' y2='692'/>
+            <content>550,630</content>
+         </cell>
+         <cell id='26' start-row='3' start-col='4'>
+            <bounding-box x1='298' y1='682' x2='331' y2='692'/>
+            <content>550,980</content>
+         </cell>
+         <cell id='27' start-row='3' start-col='5'>
+            <bounding-box x1='347' y1='682' x2='380' y2='692'/>
+            <content>554,700</content>
+         </cell>
+         <cell id='28' start-row='3' start-col='6'>
+            <bounding-box x1='396' y1='682' x2='429' y2='692'/>
+            <content>550,820</content>
+         </cell>
+         <cell id='29' start-row='3' start-col='7'>
+            <bounding-box x1='445' y1='682' x2='479' y2='692'/>
+            <content>546,620</content>
+         </cell>
+         <cell id='30' start-row='3' start-col='8'>
+            <bounding-box x1='494' y1='682' x2='528' y2='692'/>
+            <content>551,920</content>
+         </cell>
+         <cell id='31' start-row='3' start-col='9'>
+            <bounding-box x1='543' y1='682' x2='577' y2='692'/>
+            <content>552,550</content>
+         </cell>
+         <cell id='32' start-row='4' start-col='0'>
+            <bounding-box x1='51' y1='671' x2='101' y2='681'/>
+            <content>Connecticut</content>
+         </cell>
+         <cell id='33' start-row='4' start-col='1'>
+            <bounding-box x1='155' y1='671' x2='184' y2='681'/>
+            <content>35,540</content>
+         </cell>
+         <cell id='34' start-row='4' start-col='2'>
+            <bounding-box x1='204' y1='671' x2='233' y2='681'/>
+            <content>34,960</content>
+         </cell>
+         <cell id='35' start-row='4' start-col='3'>
+            <bounding-box x1='253' y1='671' x2='282' y2='681'/>
+            <content>35,170</content>
+         </cell>
+         <cell id='36' start-row='4' start-col='4'>
+            <bounding-box x1='303' y1='671' x2='331' y2='681'/>
+            <content>34,730</content>
+         </cell>
+         <cell id='37' start-row='4' start-col='5'>
+            <bounding-box x1='352' y1='671' x2='380' y2='681'/>
+            <content>34,410</content>
+         </cell>
+         <cell id='38' start-row='4' start-col='6'>
+            <bounding-box x1='401' y1='671' x2='429' y2='681'/>
+            <content>34,030</content>
+         </cell>
+         <cell id='39' start-row='4' start-col='7'>
+            <bounding-box x1='450' y1='671' x2='479' y2='681'/>
+            <content>33,190</content>
+         </cell>
+         <cell id='40' start-row='4' start-col='8'>
+            <bounding-box x1='499' y1='671' x2='528' y2='681'/>
+            <content>33,910</content>
+         </cell>
+         <cell id='41' start-row='4' start-col='9'>
+            <bounding-box x1='548' y1='671' x2='577' y2='681'/>
+            <content>33,110</content>
+         </cell>
+         <cell id='42' start-row='5' start-col='0'>
+            <bounding-box x1='51' y1='661' x2='77' y2='671'/>
+            <content>Maine</content>
+         </cell>
+         <cell id='43' start-row='5' start-col='1'>
+            <bounding-box x1='155' y1='661' x2='184' y2='671'/>
+            <content>12,640</content>
+         </cell>
+         <cell id='44' start-row='5' start-col='2'>
+            <bounding-box x1='204' y1='661' x2='233' y2='671'/>
+            <content>12,530</content>
+         </cell>
+         <cell id='45' start-row='5' start-col='3'>
+            <bounding-box x1='253' y1='661' x2='282' y2='671'/>
+            <content>12,600</content>
+         </cell>
+         <cell id='46' start-row='5' start-col='4'>
+            <bounding-box x1='303' y1='661' x2='331' y2='671'/>
+            <content>12,380</content>
+         </cell>
+         <cell id='47' start-row='5' start-col='5'>
+            <bounding-box x1='352' y1='661' x2='380' y2='671'/>
+            <content>12,300</content>
+         </cell>
+         <cell id='48' start-row='5' start-col='6'>
+            <bounding-box x1='401' y1='661' x2='429' y2='671'/>
+            <content>12,250</content>
+         </cell>
+         <cell id='49' start-row='5' start-col='7'>
+            <bounding-box x1='450' y1='661' x2='479' y2='671'/>
+            <content>12,030</content>
+         </cell>
+         <cell id='50' start-row='5' start-col='8'>
+            <bounding-box x1='499' y1='661' x2='528' y2='671'/>
+            <content>12,000</content>
+         </cell>
+         <cell id='51' start-row='5' start-col='9'>
+            <bounding-box x1='548' y1='661' x2='577' y2='671'/>
+            <content>12,200</content>
+         </cell>
+         <cell id='52' start-row='6' start-col='0'>
+            <bounding-box x1='51' y1='650' x2='113' y2='660'/>
+            <content>Massachusetts</content>
+         </cell>
+         <cell id='53' start-row='6' start-col='1'>
+            <bounding-box x1='155' y1='650' x2='184' y2='660'/>
+            <content>62,690</content>
+         </cell>
+         <cell id='54' start-row='6' start-col='2'>
+            <bounding-box x1='204' y1='650' x2='233' y2='660'/>
+            <content>62,050</content>
+         </cell>
+         <cell id='55' start-row='6' start-col='3'>
+            <bounding-box x1='253' y1='650' x2='282' y2='660'/>
+            <content>63,010</content>
+         </cell>
+         <cell id='56' start-row='6' start-col='4'>
+            <bounding-box x1='303' y1='650' x2='331' y2='660'/>
+            <content>62,230</content>
+         </cell>
+         <cell id='57' start-row='6' start-col='5'>
+            <bounding-box x1='352' y1='650' x2='380' y2='660'/>
+            <content>62,430</content>
+         </cell>
+         <cell id='58' start-row='6' start-col='6'>
+            <bounding-box x1='401' y1='650' x2='429' y2='660'/>
+            <content>62,130</content>
+         </cell>
+         <cell id='59' start-row='6' start-col='7'>
+            <bounding-box x1='450' y1='650' x2='479' y2='660'/>
+            <content>61,620</content>
+         </cell>
+         <cell id='60' start-row='6' start-col='8'>
+            <bounding-box x1='499' y1='650' x2='528' y2='660'/>
+            <content>62,060</content>
+         </cell>
+         <cell id='61' start-row='6' start-col='9'>
+            <bounding-box x1='548' y1='650' x2='577' y2='660'/>
+            <content>62,010</content>
+         </cell>
+         <cell id='62' start-row='7' start-col='0'>
+            <bounding-box x1='51' y1='639' x2='116' y2='649'/>
+            <content>New Hampshire</content>
+         </cell>
+         <cell id='63' start-row='7' start-col='1'>
+            <bounding-box x1='155' y1='639' x2='184' y2='649'/>
+            <content>13,860</content>
+         </cell>
+         <cell id='64' start-row='7' start-col='2'>
+            <bounding-box x1='204' y1='639' x2='233' y2='649'/>
+            <content>13,710</content>
+         </cell>
+         <cell id='65' start-row='7' start-col='3'>
+            <bounding-box x1='253' y1='639' x2='282' y2='649'/>
+            <content>13,530</content>
+         </cell>
+         <cell id='66' start-row='7' start-col='4'>
+            <bounding-box x1='303' y1='639' x2='331' y2='649'/>
+            <content>13,270</content>
+         </cell>
+         <cell id='67' start-row='7' start-col='5'>
+            <bounding-box x1='352' y1='639' x2='380' y2='649'/>
+            <content>13,170</content>
+         </cell>
+         <cell id='68' start-row='7' start-col='6'>
+            <bounding-box x1='401' y1='639' x2='429' y2='649'/>
+            <content>12,930</content>
+         </cell>
+         <cell id='69' start-row='7' start-col='7'>
+            <bounding-box x1='450' y1='639' x2='479' y2='649'/>
+            <content>12,880</content>
+         </cell>
+         <cell id='70' start-row='7' start-col='8'>
+            <bounding-box x1='499' y1='639' x2='528' y2='649'/>
+            <content>12,640</content>
+         </cell>
+         <cell id='71' start-row='7' start-col='9'>
+            <bounding-box x1='548' y1='639' x2='577' y2='649'/>
+            <content>12,640</content>
+         </cell>
+         <cell id='72' start-row='8' start-col='0'>
+            <bounding-box x1='51' y1='629' x2='99' y2='639'/>
+            <content>New Jersey</content>
+         </cell>
+         <cell id='73' start-row='8' start-col='1'>
+            <bounding-box x1='155' y1='629' x2='184' y2='639'/>
+            <content>92,220</content>
+         </cell>
+         <cell id='74' start-row='8' start-col='2'>
+            <bounding-box x1='204' y1='629' x2='233' y2='639'/>
+            <content>91,260</content>
+         </cell>
+         <cell id='75' start-row='8' start-col='3'>
+            <bounding-box x1='253' y1='629' x2='282' y2='639'/>
+            <content>91,330</content>
+         </cell>
+         <cell id='76' start-row='8' start-col='4'>
+            <bounding-box x1='303' y1='629' x2='331' y2='639'/>
+            <content>92,080</content>
+         </cell>
+         <cell id='77' start-row='8' start-col='5'>
+            <bounding-box x1='352' y1='629' x2='380' y2='639'/>
+            <content>91,940</content>
+         </cell>
+         <cell id='78' start-row='8' start-col='6'>
+            <bounding-box x1='401' y1='629' x2='429' y2='639'/>
+            <content>91,460</content>
+         </cell>
+         <cell id='79' start-row='8' start-col='7'>
+            <bounding-box x1='450' y1='629' x2='479' y2='639'/>
+            <content>90,390</content>
+         </cell>
+         <cell id='80' start-row='8' start-col='8'>
+            <bounding-box x1='499' y1='629' x2='528' y2='639'/>
+            <content>91,400</content>
+         </cell>
+         <cell id='81' start-row='8' start-col='9'>
+            <bounding-box x1='548' y1='629' x2='577' y2='639'/>
+            <content>91,170</content>
+         </cell>
+         <cell id='82' start-row='9' start-col='0'>
+            <bounding-box x1='51' y1='618' x2='90' y2='628'/>
+            <content>New York</content>
+         </cell>
+         <cell id='83' start-row='9' start-col='1'>
+            <bounding-box x1='150' y1='618' x2='184' y2='628'/>
+            <content>193,480</content>
+         </cell>
+         <cell id='84' start-row='9' start-col='2'>
+            <bounding-box x1='199' y1='618' x2='233' y2='628'/>
+            <content>197,730</content>
+         </cell>
+         <cell id='85' start-row='9' start-col='3'>
+            <bounding-box x1='248' y1='618' x2='282' y2='628'/>
+            <content>198,150</content>
+         </cell>
+         <cell id='86' start-row='9' start-col='4'>
+            <bounding-box x1='298' y1='618' x2='331' y2='628'/>
+            <content>198,570</content>
+         </cell>
+         <cell id='87' start-row='9' start-col='5'>
+            <bounding-box x1='347' y1='618' x2='380' y2='628'/>
+            <content>200,720</content>
+         </cell>
+         <cell id='88' start-row='9' start-col='6'>
+            <bounding-box x1='396' y1='618' x2='429' y2='628'/>
+            <content>198,170</content>
+         </cell>
+         <cell id='89' start-row='9' start-col='7'>
+            <bounding-box x1='445' y1='618' x2='479' y2='628'/>
+            <content>198,050</content>
+         </cell>
+         <cell id='90' start-row='9' start-col='8'>
+            <bounding-box x1='494' y1='618' x2='528' y2='628'/>
+            <content>198,800</content>
+         </cell>
+         <cell id='91' start-row='9' start-col='9'>
+            <bounding-box x1='543' y1='618' x2='577' y2='628'/>
+            <content>197,120</content>
+         </cell>
+         <cell id='92' start-row='10' start-col='0'>
+            <bounding-box x1='51' y1='607' x2='105' y2='617'/>
+            <content>Pennsylvania</content>
+         </cell>
+         <cell id='93' start-row='10' start-col='1'>
+            <bounding-box x1='150' y1='607' x2='184' y2='617'/>
+            <content>122,330</content>
+         </cell>
+         <cell id='94' start-row='10' start-col='2'>
+            <bounding-box x1='199' y1='607' x2='233' y2='617'/>
+            <content>120,950</content>
+         </cell>
+         <cell id='95' start-row='10' start-col='3'>
+            <bounding-box x1='248' y1='607' x2='282' y2='617'/>
+            <content>121,560</content>
+         </cell>
+         <cell id='96' start-row='10' start-col='4'>
+            <bounding-box x1='298' y1='607' x2='331' y2='617'/>
+            <content>123,540</content>
+         </cell>
+         <cell id='97' start-row='10' start-col='5'>
+            <bounding-box x1='347' y1='607' x2='380' y2='617'/>
+            <content>125,360</content>
+         </cell>
+         <cell id='98' start-row='10' start-col='6'>
+            <bounding-box x1='396' y1='607' x2='429' y2='617'/>
+            <content>124,920</content>
+         </cell>
+         <cell id='99' start-row='10' start-col='7'>
+            <bounding-box x1='445' y1='607' x2='479' y2='617'/>
+            <content>123,700</content>
+         </cell>
+         <cell id='100' start-row='10' start-col='8'>
+            <bounding-box x1='494' y1='607' x2='528' y2='617'/>
+            <content>126,440</content>
+         </cell>
+         <cell id='101' start-row='10' start-col='9'>
+            <bounding-box x1='543' y1='607' x2='577' y2='617'/>
+            <content>129,430</content>
+         </cell>
+         <cell id='102' start-row='11' start-col='0'>
+            <bounding-box x1='51' y1='597' x2='105' y2='607'/>
+            <content>Rhode Island</content>
+         </cell>
+         <cell id='103' start-row='11' start-col='1'>
+            <bounding-box x1='160' y1='597' x2='184' y2='607'/>
+            <content>9,460</content>
+         </cell>
+         <cell id='104' start-row='11' start-col='2'>
+            <bounding-box x1='209' y1='597' x2='233' y2='607'/>
+            <content>9,150</content>
+         </cell>
+         <cell id='105' start-row='11' start-col='3'>
+            <bounding-box x1='258' y1='597' x2='282' y2='607'/>
+            <content>9,270</content>
+         </cell>
+         <cell id='106' start-row='11' start-col='4'>
+            <bounding-box x1='308' y1='597' x2='331' y2='607'/>
+            <content>8,270</content>
+         </cell>
+         <cell id='107' start-row='11' start-col='5'>
+            <bounding-box x1='357' y1='597' x2='380' y2='607'/>
+            <content>8,590</content>
+         </cell>
+         <cell id='108' start-row='11' start-col='6'>
+            <bounding-box x1='406' y1='597' x2='429' y2='607'/>
+            <content>9,150</content>
+         </cell>
+         <cell id='109' start-row='11' start-col='7'>
+            <bounding-box x1='455' y1='597' x2='479' y2='607'/>
+            <content>9,040</content>
+         </cell>
+         <cell id='110' start-row='11' start-col='8'>
+            <bounding-box x1='504' y1='597' x2='528' y2='607'/>
+            <content>8,960</content>
+         </cell>
+         <cell id='111' start-row='11' start-col='9'>
+            <bounding-box x1='553' y1='597' x2='577' y2='607'/>
+            <content>9,200</content>
+         </cell>
+         <cell id='112' start-row='12' start-col='0'>
+            <bounding-box x1='51' y1='586' x2='86' y2='596'/>
+            <content>Vermont</content>
+         </cell>
+         <cell id='113' start-row='12' start-col='1'>
+            <bounding-box x1='160' y1='586' x2='184' y2='596'/>
+            <content>6,070</content>
+         </cell>
+         <cell id='114' start-row='12' start-col='2'>
+            <bounding-box x1='209' y1='586' x2='233' y2='596'/>
+            <content>6,110</content>
+         </cell>
+         <cell id='115' start-row='12' start-col='3'>
+            <bounding-box x1='258' y1='586' x2='282' y2='596'/>
+            <content>6,030</content>
+         </cell>
+         <cell id='116' start-row='12' start-col='4'>
+            <bounding-box x1='308' y1='586' x2='331' y2='596'/>
+            <content>5,920</content>
+         </cell>
+         <cell id='117' start-row='12' start-col='5'>
+            <bounding-box x1='357' y1='586' x2='380' y2='596'/>
+            <content>5,770</content>
+         </cell>
+         <cell id='118' start-row='12' start-col='6'>
+            <bounding-box x1='406' y1='586' x2='429' y2='596'/>
+            <content>5,780</content>
+         </cell>
+         <cell id='119' start-row='12' start-col='7'>
+            <bounding-box x1='455' y1='586' x2='479' y2='596'/>
+            <content>5,730</content>
+         </cell>
+         <cell id='120' start-row='12' start-col='8'>
+            <bounding-box x1='504' y1='586' x2='528' y2='596'/>
+            <content>5,710</content>
+         </cell>
+         <cell id='121' start-row='12' start-col='9'>
+            <bounding-box x1='553' y1='586' x2='577' y2='596'/>
+            <content>5,680</content>
+         </cell>
+         <cell id='122' start-row='13' start-col='0'>
+            <bounding-box x1='42' y1='575' x2='77' y2='585'/>
+            <content>Midwest</content>
+         </cell>
+         <cell id='123' start-row='13' start-col='1'>
+            <bounding-box x1='150' y1='575' x2='184' y2='585'/>
+            <content>672,600</content>
+         </cell>
+         <cell id='124' start-row='13' start-col='2'>
+            <bounding-box x1='199' y1='575' x2='233' y2='585'/>
+            <content>670,100</content>
+         </cell>
+         <cell id='125' start-row='13' start-col='3'>
+            <bounding-box x1='248' y1='575' x2='282' y2='585'/>
+            <content>674,720</content>
+         </cell>
+         <cell id='126' start-row='13' start-col='4'>
+            <bounding-box x1='298' y1='575' x2='331' y2='585'/>
+            <content>674,480</content>
+         </cell>
+         <cell id='127' start-row='13' start-col='5'>
+            <bounding-box x1='347' y1='575' x2='380' y2='585'/>
+            <content>685,020</content>
+         </cell>
+         <cell id='128' start-row='13' start-col='6'>
+            <bounding-box x1='396' y1='575' x2='429' y2='585'/>
+            <content>687,300</content>
+         </cell>
+         <cell id='129' start-row='13' start-col='7'>
+            <bounding-box x1='445' y1='575' x2='479' y2='585'/>
+            <content>676,690</content>
+         </cell>
+         <cell id='130' start-row='13' start-col='8'>
+            <bounding-box x1='494' y1='575' x2='528' y2='585'/>
+            <content>679,440</content>
+         </cell>
+         <cell id='131' start-row='13' start-col='9'>
+            <bounding-box x1='543' y1='575' x2='577' y2='585'/>
+            <content>685,520</content>
+         </cell>
+         <cell id='132' start-row='14' start-col='0'>
+            <bounding-box x1='51' y1='565' x2='77' y2='575'/>
+            <content>Illinois</content>
+         </cell>
+         <cell id='133' start-row='14' start-col='1'>
+            <bounding-box x1='150' y1='565' x2='184' y2='575'/>
+            <content>130,340</content>
+         </cell>
+         <cell id='134' start-row='14' start-col='2'>
+            <bounding-box x1='199' y1='565' x2='233' y2='575'/>
+            <content>129,730</content>
+         </cell>
+         <cell id='135' start-row='14' start-col='3'>
+            <bounding-box x1='248' y1='565' x2='282' y2='575'/>
+            <content>130,450</content>
+         </cell>
+         <cell id='136' start-row='14' start-col='4'>
+            <bounding-box x1='297' y1='565' x2='331' y2='575'/>
+            <content>129,400</content>
+         </cell>
+         <cell id='137' start-row='14' start-col='5'>
+            <bounding-box x1='347' y1='565' x2='380' y2='575'/>
+            <content>132,620</content>
+         </cell>
+         <cell id='138' start-row='14' start-col='6'>
+            <bounding-box x1='396' y1='565' x2='429' y2='575'/>
+            <content>133,660</content>
+         </cell>
+         <cell id='139' start-row='14' start-col='7'>
+            <bounding-box x1='445' y1='565' x2='479' y2='575'/>
+            <content>132,270</content>
+         </cell>
+         <cell id='140' start-row='14' start-col='8'>
+            <bounding-box x1='494' y1='565' x2='528' y2='575'/>
+            <content>132,180</content>
+         </cell>
+         <cell id='141' start-row='14' start-col='9'>
+            <bounding-box x1='543' y1='565' x2='577' y2='575'/>
+            <content>131,130</content>
+         </cell>
+         <cell id='142' start-row='15' start-col='0'>
+            <bounding-box x1='51' y1='554' x2='81' y2='564'/>
+            <content>Indiana</content>
+         </cell>
+         <cell id='143' start-row='15' start-col='1'>
+            <bounding-box x1='155' y1='554' x2='184' y2='564'/>
+            <content>65,940</content>
+         </cell>
+         <cell id='144' start-row='15' start-col='2'>
+            <bounding-box x1='204' y1='554' x2='233' y2='564'/>
+            <content>64,820</content>
+         </cell>
+         <cell id='145' start-row='15' start-col='3'>
+            <bounding-box x1='253' y1='554' x2='282' y2='564'/>
+            <content>64,980</content>
+         </cell>
+         <cell id='146' start-row='15' start-col='4'>
+            <bounding-box x1='303' y1='554' x2='331' y2='564'/>
+            <content>65,380</content>
+         </cell>
+         <cell id='147' start-row='15' start-col='5'>
+            <bounding-box x1='352' y1='554' x2='380' y2='564'/>
+            <content>66,330</content>
+         </cell>
+         <cell id='148' start-row='15' start-col='6'>
+            <bounding-box x1='401' y1='554' x2='429' y2='564'/>
+            <content>68,240</content>
+         </cell>
+         <cell id='149' start-row='15' start-col='7'>
+            <bounding-box x1='450' y1='554' x2='479' y2='564'/>
+            <content>65,520</content>
+         </cell>
+         <cell id='150' start-row='15' start-col='8'>
+            <bounding-box x1='499' y1='554' x2='528' y2='564'/>
+            <content>65,220</content>
+         </cell>
+         <cell id='151' start-row='15' start-col='9'>
+            <bounding-box x1='548' y1='554' x2='577' y2='564'/>
+            <content>66,520</content>
+         </cell>
+         <cell id='152' start-row='16' start-col='0'>
+            <bounding-box x1='51' y1='543' x2='71' y2='553'/>
+            <content>Iowa</content>
+         </cell>
+         <cell id='153' start-row='16' start-col='1'>
+            <bounding-box x1='155' y1='543' x2='184' y2='553'/>
+            <content>32,310</content>
+         </cell>
+         <cell id='154' start-row='16' start-col='2'>
+            <bounding-box x1='204' y1='543' x2='233' y2='553'/>
+            <content>32,350</content>
+         </cell>
+         <cell id='155' start-row='16' start-col='3'>
+            <bounding-box x1='253' y1='543' x2='282' y2='553'/>
+            <content>32,670</content>
+         </cell>
+         <cell id='156' start-row='16' start-col='4'>
+            <bounding-box x1='303' y1='543' x2='331' y2='553'/>
+            <content>32,850</content>
+         </cell>
+         <cell id='157' start-row='16' start-col='5'>
+            <bounding-box x1='352' y1='543' x2='380' y2='553'/>
+            <content>33,240</content>
+         </cell>
+         <cell id='158' start-row='16' start-col='6'>
+            <bounding-box x1='401' y1='543' x2='429' y2='553'/>
+            <content>33,040</content>
+         </cell>
+         <cell id='159' start-row='16' start-col='7'>
+            <bounding-box x1='450' y1='543' x2='479' y2='553'/>
+            <content>33,030</content>
+         </cell>
+         <cell id='160' start-row='16' start-col='8'>
+            <bounding-box x1='499' y1='543' x2='528' y2='553'/>
+            <content>33,290</content>
+         </cell>
+         <cell id='161' start-row='16' start-col='9'>
+            <bounding-box x1='548' y1='543' x2='577' y2='553'/>
+            <content>33,540</content>
+         </cell>
+         <cell id='162' start-row='17' start-col='0'>
+            <bounding-box x1='51' y1='533' x2='82' y2='543'/>
+            <content>Kansas</content>
+         </cell>
+         <cell id='163' start-row='17' start-col='1'>
+            <bounding-box x1='155' y1='533' x2='184' y2='543'/>
+            <content>31,040</content>
+         </cell>
+         <cell id='164' start-row='17' start-col='2'>
+            <bounding-box x1='204' y1='533' x2='233' y2='543'/>
+            <content>30,740</content>
+         </cell>
+         <cell id='165' start-row='17' start-col='3'>
+            <bounding-box x1='253' y1='533' x2='282' y2='543'/>
+            <content>31,780</content>
+         </cell>
+         <cell id='166' start-row='17' start-col='4'>
+            <bounding-box x1='303' y1='533' x2='331' y2='543'/>
+            <content>32,210</content>
+         </cell>
+         <cell id='167' start-row='17' start-col='5'>
+            <bounding-box x1='352' y1='533' x2='380' y2='543'/>
+            <content>32,860</content>
+         </cell>
+         <cell id='168' start-row='17' start-col='6'>
+            <bounding-box x1='401' y1='533' x2='429' y2='543'/>
+            <content>33,140</content>
+         </cell>
+         <cell id='169' start-row='17' start-col='7'>
+            <bounding-box x1='450' y1='533' x2='479' y2='543'/>
+            <content>33,010</content>
+         </cell>
+         <cell id='170' start-row='17' start-col='8'>
+            <bounding-box x1='499' y1='533' x2='528' y2='543'/>
+            <content>33,780</content>
+         </cell>
+         <cell id='171' start-row='17' start-col='9'>
+            <bounding-box x1='548' y1='533' x2='577' y2='543'/>
+            <content>33,920</content>
+         </cell>
+         <cell id='172' start-row='18' start-col='0'>
+            <bounding-box x1='51' y1='522' x2='89' y2='532'/>
+            <content>Michigan</content>
+         </cell>
+         <cell id='173' start-row='18' start-col='1'>
+            <bounding-box x1='150' y1='522' x2='184' y2='532'/>
+            <content>100,060</content>
+         </cell>
+         <cell id='174' start-row='18' start-col='2'>
+            <bounding-box x1='199' y1='522' x2='233' y2='532'/>
+            <content>100,910</content>
+         </cell>
+         <cell id='175' start-row='18' start-col='3'>
+            <bounding-box x1='253' y1='522' x2='282' y2='532'/>
+            <content>99,920</content>
+         </cell>
+         <cell id='176' start-row='18' start-col='4'>
+            <bounding-box x1='303' y1='522' x2='331' y2='532'/>
+            <content>98,670</content>
+         </cell>
+         <cell id='177' start-row='18' start-col='5'>
+            <bounding-box x1='352' y1='522' x2='380' y2='532'/>
+            <content>99,620</content>
+         </cell>
+         <cell id='178' start-row='18' start-col='6'>
+            <bounding-box x1='401' y1='522' x2='429' y2='532'/>
+            <content>98,160</content>
+         </cell>
+         <cell id='179' start-row='18' start-col='7'>
+            <bounding-box x1='450' y1='522' x2='479' y2='532'/>
+            <content>95,110</content>
+         </cell>
+         <cell id='180' start-row='18' start-col='8'>
+            <bounding-box x1='499' y1='522' x2='528' y2='532'/>
+            <content>93,710</content>
+         </cell>
+         <cell id='181' start-row='18' start-col='9'>
+            <bounding-box x1='548' y1='522' x2='577' y2='532'/>
+            <content>94,400</content>
+         </cell>
+         <cell id='182' start-row='19' start-col='0'>
+            <bounding-box x1='51' y1='511' x2='94' y2='521'/>
+            <content>Minnesota</content>
+         </cell>
+         <cell id='183' start-row='19' start-col='1'>
+            <bounding-box x1='155' y1='511' x2='184' y2='521'/>
+            <content>56,320</content>
+         </cell>
+         <cell id='184' start-row='19' start-col='2'>
+            <bounding-box x1='204' y1='511' x2='233' y2='521'/>
+            <content>56,520</content>
+         </cell>
+         <cell id='185' start-row='19' start-col='3'>
+            <bounding-box x1='253' y1='511' x2='282' y2='521'/>
+            <content>56,570</content>
+         </cell>
+         <cell id='186' start-row='19' start-col='4'>
+            <bounding-box x1='303' y1='511' x2='331' y2='521'/>
+            <content>57,270</content>
+         </cell>
+         <cell id='187' start-row='19' start-col='5'>
+            <bounding-box x1='352' y1='511' x2='380' y2='521'/>
+            <content>58,380</content>
+         </cell>
+         <cell id='188' start-row='19' start-col='6'>
+            <bounding-box x1='401' y1='511' x2='429' y2='521'/>
+            <content>59,470</content>
+         </cell>
+         <cell id='189' start-row='19' start-col='7'>
+            <bounding-box x1='450' y1='511' x2='479' y2='521'/>
+            <content>59,210</content>
+         </cell>
+         <cell id='190' start-row='19' start-col='8'>
+            <bounding-box x1='499' y1='511' x2='528' y2='521'/>
+            <content>61,240</content>
+         </cell>
+         <cell id='191' start-row='19' start-col='9'>
+            <bounding-box x1='548' y1='511' x2='577' y2='521'/>
+            <content>62,200</content>
+         </cell>
+         <cell id='192' start-row='20' start-col='0'>
+            <bounding-box x1='51' y1='501' x2='86' y2='511'/>
+            <content>Missouri</content>
+         </cell>
+         <cell id='193' start-row='20' start-col='1'>
+            <bounding-box x1='155' y1='501' x2='184' y2='511'/>
+            <content>60,340</content>
+         </cell>
+         <cell id='194' start-row='20' start-col='2'>
+            <bounding-box x1='204' y1='501' x2='233' y2='511'/>
+            <content>59,930</content>
+         </cell>
+         <cell id='195' start-row='20' start-col='3'>
+            <bounding-box x1='253' y1='501' x2='282' y2='511'/>
+            <content>61,740</content>
+         </cell>
+         <cell id='196' start-row='20' start-col='4'>
+            <bounding-box x1='303' y1='501' x2='331' y2='511'/>
+            <content>61,110</content>
+         </cell>
+         <cell id='197' start-row='20' start-col='5'>
+            <bounding-box x1='352' y1='501' x2='380' y2='511'/>
+            <content>61,970</content>
+         </cell>
+         <cell id='198' start-row='20' start-col='6'>
+            <bounding-box x1='401' y1='501' x2='429' y2='511'/>
+            <content>61,540</content>
+         </cell>
+         <cell id='199' start-row='20' start-col='7'>
+            <bounding-box x1='450' y1='501' x2='479' y2='511'/>
+            <content>60,860</content>
+         </cell>
+         <cell id='200' start-row='20' start-col='8'>
+            <bounding-box x1='499' y1='501' x2='528' y2='511'/>
+            <content>61,270</content>
+         </cell>
+         <cell id='201' start-row='20' start-col='9'>
+            <bounding-box x1='548' y1='501' x2='577' y2='511'/>
+            <content>62,210</content>
+         </cell>
+         <cell id='202' start-row='21' start-col='0'>
+            <bounding-box x1='51' y1='490' x2='91' y2='500'/>
+            <content>Nebraska</content>
+         </cell>
+         <cell id='203' start-row='21' start-col='1'>
+            <bounding-box x1='155' y1='490' x2='184' y2='500'/>
+            <content>19,500</content>
+         </cell>
+         <cell id='204' start-row='21' start-col='2'>
+            <bounding-box x1='204' y1='490' x2='233' y2='500'/>
+            <content>19,490</content>
+         </cell>
+         <cell id='205' start-row='21' start-col='3'>
+            <bounding-box x1='253' y1='490' x2='282' y2='500'/>
+            <content>19,710</content>
+         </cell>
+         <cell id='206' start-row='21' start-col='4'>
+            <bounding-box x1='303' y1='490' x2='331' y2='500'/>
+            <content>20,010</content>
+         </cell>
+         <cell id='207' start-row='21' start-col='5'>
+            <bounding-box x1='352' y1='490' x2='380' y2='500'/>
+            <content>20,660</content>
+         </cell>
+         <cell id='208' start-row='21' start-col='6'>
+            <bounding-box x1='401' y1='490' x2='429' y2='500'/>
+            <content>20,970</content>
+         </cell>
+         <cell id='209' start-row='21' start-col='7'>
+            <bounding-box x1='450' y1='490' x2='479' y2='500'/>
+            <content>21,280</content>
+         </cell>
+         <cell id='210' start-row='21' start-col='8'>
+            <bounding-box x1='499' y1='490' x2='528' y2='500'/>
+            <content>21,570</content>
+         </cell>
+         <cell id='211' start-row='21' start-col='9'>
+            <bounding-box x1='548' y1='490' x2='577' y2='500'/>
+            <content>22,280</content>
+         </cell>
+         <cell id='212' start-row='22' start-col='0'>
+            <bounding-box x1='51' y1='479' x2='106' y2='489'/>
+            <content>North Dakota</content>
+         </cell>
+         <cell id='213' start-row='22' start-col='1'>
+            <bounding-box x1='160' y1='479' x2='184' y2='489'/>
+            <content>6,980</content>
+         </cell>
+         <cell id='214' start-row='22' start-col='2'>
+            <bounding-box x1='209' y1='479' x2='233' y2='489'/>
+            <content>6,930</content>
+         </cell>
+         <cell id='215' start-row='22' start-col='3'>
+            <bounding-box x1='258' y1='479' x2='282' y2='489'/>
+            <content>7,050</content>
+         </cell>
+         <cell id='216' start-row='22' start-col='4'>
+            <bounding-box x1='308' y1='479' x2='331' y2='489'/>
+            <content>7,010</content>
+         </cell>
+         <cell id='217' start-row='22' start-col='5'>
+            <bounding-box x1='357' y1='479' x2='380' y2='489'/>
+            <content>6,700</content>
+         </cell>
+         <cell id='218' start-row='22' start-col='6'>
+            <bounding-box x1='406' y1='479' x2='429' y2='489'/>
+            <content>7,110</content>
+         </cell>
+         <cell id='219' start-row='22' start-col='7'>
+            <bounding-box x1='455' y1='479' x2='479' y2='489'/>
+            <content>7,130</content>
+         </cell>
+         <cell id='220' start-row='22' start-col='8'>
+            <bounding-box x1='504' y1='479' x2='528' y2='489'/>
+            <content>7,570</content>
+         </cell>
+         <cell id='221' start-row='22' start-col='9'>
+            <bounding-box x1='553' y1='479' x2='577' y2='489'/>
+            <content>7,950</content>
+         </cell>
+         <cell id='222' start-row='23' start-col='0'>
+            <bounding-box x1='51' y1='469' x2='71' y2='479'/>
+            <content>Ohio</content>
+         </cell>
+         <cell id='223' start-row='23' start-col='1'>
+            <bounding-box x1='150' y1='469' x2='184' y2='479'/>
+            <content>101,000</content>
+         </cell>
+         <cell id='224' start-row='23' start-col='2'>
+            <bounding-box x1='199' y1='469' x2='233' y2='479'/>
+            <content>100,270</content>
+         </cell>
+         <cell id='225' start-row='23' start-col='3'>
+            <bounding-box x1='248' y1='469' x2='282' y2='479'/>
+            <content>101,400</content>
+         </cell>
+         <cell id='226' start-row='23' start-col='4'>
+            <bounding-box x1='298' y1='469' x2='331' y2='479'/>
+            <content>101,510</content>
+         </cell>
+         <cell id='227' start-row='23' start-col='5'>
+            <bounding-box x1='347' y1='469' x2='380' y2='479'/>
+            <content>102,560</content>
+         </cell>
+         <cell id='228' start-row='23' start-col='6'>
+            <bounding-box x1='396' y1='469' x2='429' y2='479'/>
+            <content>102,320</content>
+         </cell>
+         <cell id='229' start-row='23' start-col='7'>
+            <bounding-box x1='445' y1='469' x2='479' y2='479'/>
+            <content>100,230</content>
+         </cell>
+         <cell id='230' start-row='23' start-col='8'>
+            <bounding-box x1='499' y1='469' x2='528' y2='479'/>
+            <content>99,790</content>
+         </cell>
+         <cell id='231' start-row='23' start-col='9'>
+            <bounding-box x1='548' y1='469' x2='577' y2='479'/>
+            <content>99,990</content>
+         </cell>
+         <cell id='232' start-row='24' start-col='0'>
+            <bounding-box x1='51' y1='458' x2='107' y2='468'/>
+            <content>South Dakota</content>
+         </cell>
+         <cell id='233' start-row='24' start-col='1'>
+            <bounding-box x1='160' y1='458' x2='184' y2='468'/>
+            <content>8,300</content>
+         </cell>
+         <cell id='234' start-row='24' start-col='2'>
+            <bounding-box x1='209' y1='458' x2='233' y2='468'/>
+            <content>8,270</content>
+         </cell>
+         <cell id='235' start-row='24' start-col='3'>
+            <bounding-box x1='258' y1='458' x2='282' y2='468'/>
+            <content>8,140</content>
+         </cell>
+         <cell id='236' start-row='24' start-col='4'>
+            <bounding-box x1='308' y1='458' x2='331' y2='468'/>
+            <content>8,300</content>
+         </cell>
+         <cell id='237' start-row='24' start-col='5'>
+            <bounding-box x1='357' y1='458' x2='380' y2='468'/>
+            <content>8,340</content>
+         </cell>
+         <cell id='238' start-row='24' start-col='6'>
+            <bounding-box x1='406' y1='458' x2='429' y2='468'/>
+            <content>8,170</content>
+         </cell>
+         <cell id='239' start-row='24' start-col='7'>
+            <bounding-box x1='455' y1='458' x2='479' y2='468'/>
+            <content>8,320</content>
+         </cell>
+         <cell id='240' start-row='24' start-col='8'>
+            <bounding-box x1='504' y1='458' x2='528' y2='468'/>
+            <content>8,520</content>
+         </cell>
+         <cell id='241' start-row='24' start-col='9'>
+            <bounding-box x1='553' y1='458' x2='577' y2='468'/>
+            <content>8,860</content>
+         </cell>
+         <cell id='242' start-row='25' start-col='0'>
+            <bounding-box x1='51' y1='447' x2='93' y2='457'/>
+            <content>Wisconsin</content>
+         </cell>
+         <cell id='243' start-row='25' start-col='1'>
+            <bounding-box x1='155' y1='447' x2='184' y2='457'/>
+            <content>60,460</content>
+         </cell>
+         <cell id='244' start-row='25' start-col='2'>
+            <bounding-box x1='204' y1='447' x2='233' y2='457'/>
+            <content>60,160</content>
+         </cell>
+         <cell id='245' start-row='25' start-col='3'>
+            <bounding-box x1='253' y1='447' x2='282' y2='457'/>
+            <content>60,310</content>
+         </cell>
+         <cell id='246' start-row='25' start-col='4'>
+            <bounding-box x1='303' y1='447' x2='331' y2='457'/>
+            <content>60,770</content>
+         </cell>
+         <cell id='247' start-row='25' start-col='5'>
+            <bounding-box x1='352' y1='447' x2='380' y2='457'/>
+            <content>61,760</content>
+         </cell>
+         <cell id='248' start-row='25' start-col='6'>
+            <bounding-box x1='401' y1='447' x2='429' y2='457'/>
+            <content>61,480</content>
+         </cell>
+         <cell id='249' start-row='25' start-col='7'>
+            <bounding-box x1='450' y1='447' x2='479' y2='457'/>
+            <content>60,740</content>
+         </cell>
+         <cell id='250' start-row='25' start-col='8'>
+            <bounding-box x1='499' y1='447' x2='528' y2='457'/>
+            <content>61,310</content>
+         </cell>
+         <cell id='251' start-row='25' start-col='9'>
+            <bounding-box x1='548' y1='447' x2='577' y2='457'/>
+            <content>62,540</content>
+         </cell>
+         <cell id='252' start-row='26' start-col='0'>
+            <bounding-box x1='42' y1='437' x2='67' y2='447'/>
+            <content>South</content>
+         </cell>
+         <cell id='253' start-row='26' start-col='1'>
+            <bounding-box x1='143' y1='437' x2='184' y2='447'/>
+            <content>1,103,910</content>
+         </cell>
+         <cell id='254' start-row='26' start-col='2'>
+            <bounding-box x1='192' y1='437' x2='233' y2='447'/>
+            <content>1,110,100</content>
+         </cell>
+         <cell id='255' start-row='26' start-col='3'>
+            <bounding-box x1='241' y1='437' x2='282' y2='447'/>
+            <content>1,126,810</content>
+         </cell>
+         <cell id='256' start-row='26' start-col='4'>
+            <bounding-box x1='290' y1='437' x2='331' y2='447'/>
+            <content>1,146,200</content>
+         </cell>
+         <cell id='257' start-row='26' start-col='5'>
+            <bounding-box x1='339' y1='437' x2='380' y2='447'/>
+            <content>1,174,920</content>
+         </cell>
+         <cell id='258' start-row='26' start-col='6'>
+            <bounding-box x1='388' y1='437' x2='429' y2='447'/>
+            <content>1,182,420</content>
+         </cell>
+         <cell id='259' start-row='26' start-col='7'>
+            <bounding-box x1='438' y1='437' x2='479' y2='447'/>
+            <content>1,176,490</content>
+         </cell>
+         <cell id='260' start-row='26' start-col='8'>
+            <bounding-box x1='487' y1='437' x2='528' y2='447'/>
+            <content>1,180,140</content>
+         </cell>
+         <cell id='261' start-row='26' start-col='9'>
+            <bounding-box x1='536' y1='437' x2='577' y2='447'/>
+            <content>1,186,400</content>
+         </cell>
+         <cell id='262' start-row='27' start-col='0'>
+            <bounding-box x1='51' y1='426' x2='87' y2='436'/>
+            <content>Alabama</content>
+         </cell>
+         <cell id='263' start-row='27' start-col='1'>
+            <bounding-box x1='155' y1='426' x2='184' y2='436'/>
+            <content>42,920</content>
+         </cell>
+         <cell id='264' start-row='27' start-col='2'>
+            <bounding-box x1='204' y1='426' x2='233' y2='436'/>
+            <content>43,440</content>
+         </cell>
+         <cell id='265' start-row='27' start-col='3'>
+            <bounding-box x1='253' y1='426' x2='282' y2='436'/>
+            <content>43,980</content>
+         </cell>
+         <cell id='266' start-row='27' start-col='4'>
+            <bounding-box x1='303' y1='426' x2='331' y2='436'/>
+            <content>44,730</content>
+         </cell>
+         <cell id='267' start-row='27' start-col='5'>
+            <bounding-box x1='352' y1='426' x2='380' y2='436'/>
+            <content>45,840</content>
+         </cell>
+         <cell id='268' start-row='27' start-col='6'>
+            <bounding-box x1='401' y1='426' x2='429' y2='436'/>
+            <content>45,440</content>
+         </cell>
+         <cell id='269' start-row='27' start-col='7'>
+            <bounding-box x1='450' y1='426' x2='479' y2='436'/>
+            <content>44,260</content>
+         </cell>
+         <cell id='270' start-row='27' start-col='8'>
+            <bounding-box x1='499' y1='426' x2='528' y2='436'/>
+            <content>44,090</content>
+         </cell>
+         <cell id='271' start-row='27' start-col='9'>
+            <bounding-box x1='548' y1='426' x2='577' y2='436'/>
+            <content>44,660</content>
+         </cell>
+         <cell id='272' start-row='28' start-col='0'>
+            <bounding-box x1='51' y1='415' x2='89' y2='425'/>
+            <content>Arkansas</content>
+         </cell>
+         <cell id='273' start-row='28' start-col='1'>
+            <bounding-box x1='155' y1='415' x2='183' y2='425'/>
+            <content>28,540</content>
+         </cell>
+         <cell id='274' start-row='28' start-col='2'>
+            <bounding-box x1='204' y1='415' x2='233' y2='425'/>
+            <content>28,880</content>
+         </cell>
+         <cell id='275' start-row='28' start-col='3'>
+            <bounding-box x1='253' y1='415' x2='282' y2='425'/>
+            <content>28,980</content>
+         </cell>
+         <cell id='276' start-row='28' start-col='4'>
+            <bounding-box x1='303' y1='415' x2='331' y2='425'/>
+            <content>29,500</content>
+         </cell>
+         <cell id='277' start-row='28' start-col='5'>
+            <bounding-box x1='352' y1='415' x2='380' y2='425'/>
+            <content>29,720</content>
+         </cell>
+         <cell id='278' start-row='28' start-col='6'>
+            <bounding-box x1='401' y1='415' x2='429' y2='425'/>
+            <content>30,050</content>
+         </cell>
+         <cell id='279' start-row='28' start-col='7'>
+            <bounding-box x1='450' y1='415' x2='479' y2='425'/>
+            <content>29,880</content>
+         </cell>
+         <cell id='280' start-row='28' start-col='8'>
+            <bounding-box x1='499' y1='415' x2='528' y2='425'/>
+            <content>29,890</content>
+         </cell>
+         <cell id='281' start-row='28' start-col='9'>
+            <bounding-box x1='548' y1='415' x2='577' y2='425'/>
+            <content>29,990</content>
+         </cell>
+         <cell id='282' start-row='29' start-col='0'>
+            <bounding-box x1='51' y1='404' x2='89' y2='414'/>
+            <content>Delaware</content>
+         </cell>
+         <cell id='283' start-row='29' start-col='1'>
+            <bounding-box x1='160' y1='404' x2='184' y2='414'/>
+            <content>8,120</content>
+         </cell>
+         <cell id='284' start-row='29' start-col='2'>
+            <bounding-box x1='209' y1='404' x2='233' y2='414'/>
+            <content>7,680</content>
+         </cell>
+         <cell id='285' start-row='29' start-col='3'>
+            <bounding-box x1='258' y1='404' x2='282' y2='414'/>
+            <content>7,990</content>
+         </cell>
+         <cell id='286' start-row='29' start-col='4'>
+            <bounding-box x1='308' y1='404' x2='331' y2='414'/>
+            <content>8,310</content>
+         </cell>
+         <cell id='287' start-row='29' start-col='5'>
+            <bounding-box x1='357' y1='404' x2='380' y2='414'/>
+            <content>8,550</content>
+         </cell>
+         <cell id='288' start-row='29' start-col='6'>
+            <bounding-box x1='406' y1='404' x2='429' y2='414'/>
+            <content>8,570</content>
+         </cell>
+         <cell id='289' start-row='29' start-col='7'>
+            <bounding-box x1='455' y1='404' x2='479' y2='414'/>
+            <content>8,590</content>
+         </cell>
+         <cell id='290' start-row='29' start-col='8'>
+            <bounding-box x1='504' y1='404' x2='528' y2='414'/>
+            <content>8,880</content>
+         </cell>
+         <cell id='291' start-row='29' start-col='9'>
+            <bounding-box x1='553' y1='404' x2='577' y2='414'/>
+            <content>8,880</content>
+         </cell>
+         <cell id='292' start-row='30' start-col='0'>
+            <bounding-box x1='51' y1='394' x2='132' y2='404'/>
+            <content>District of Columbia</content>
+         </cell>
+         <cell id='293' start-row='30' start-col='1'>
+            <bounding-box x1='160' y1='394' x2='184' y2='404'/>
+            <content>2,970</content>
+         </cell>
+         <cell id='294' start-row='30' start-col='2'>
+            <bounding-box x1='209' y1='394' x2='233' y2='404'/>
+            <content>2,860</content>
+         </cell>
+         <cell id='295' start-row='30' start-col='3'>
+            <bounding-box x1='258' y1='394' x2='282' y2='404'/>
+            <content>2,790</content>
+         </cell>
+         <cell id='296' start-row='30' start-col='4'>
+            <bounding-box x1='308' y1='394' x2='331' y2='404'/>
+            <content>2,710</content>
+         </cell>
+         <cell id='297' start-row='30' start-col='5'>
+            <bounding-box x1='357' y1='394' x2='380' y2='404'/>
+            <content>2,850</content>
+         </cell>
+         <cell id='298' start-row='30' start-col='6'>
+            <bounding-box x1='406' y1='394' x2='429' y2='404'/>
+            <content>2,800</content>
+         </cell>
+         <cell id='299' start-row='30' start-col='7'>
+            <bounding-box x1='455' y1='394' x2='479' y2='404'/>
+            <content>2,600</content>
+         </cell>
+         <cell id='300' start-row='30' start-col='8'>
+            <bounding-box x1='504' y1='394' x2='528' y2='404'/>
+            <content>2,470</content>
+         </cell>
+         <cell id='301' start-row='30' start-col='9'>
+            <bounding-box x1='553' y1='394' x2='577' y2='404'/>
+            <content>2,520</content>
+         </cell>
+         <cell id='302' start-row='31' start-col='0'>
+            <bounding-box x1='51' y1='383' x2='80' y2='393'/>
+            <content>Florida</content>
+         </cell>
+         <cell id='303' start-row='31' start-col='1'>
+            <bounding-box x1='150' y1='383' x2='184' y2='393'/>
+            <content>160,580</content>
+         </cell>
+         <cell id='304' start-row='31' start-col='2'>
+            <bounding-box x1='199' y1='383' x2='233' y2='393'/>
+            <content>162,940</content>
+         </cell>
+         <cell id='305' start-row='31' start-col='3'>
+            <bounding-box x1='248' y1='383' x2='282' y2='393'/>
+            <content>161,020</content>
+         </cell>
+         <cell id='306' start-row='31' start-col='4'>
+            <bounding-box x1='298' y1='383' x2='331' y2='393'/>
+            <content>163,780</content>
+         </cell>
+         <cell id='307' start-row='31' start-col='5'>
+            <bounding-box x1='347' y1='383' x2='380' y2='393'/>
+            <content>165,240</content>
+         </cell>
+         <cell id='308' start-row='31' start-col='6'>
+            <bounding-box x1='396' y1='383' x2='429' y2='393'/>
+            <content>165,980</content>
+         </cell>
+         <cell id='309' start-row='31' start-col='7'>
+            <bounding-box x1='445' y1='383' x2='479' y2='393'/>
+            <content>163,090</content>
+         </cell>
+         <cell id='310' start-row='31' start-col='8'>
+            <bounding-box x1='494' y1='383' x2='528' y2='393'/>
+            <content>161,340</content>
+         </cell>
+         <cell id='311' start-row='31' start-col='9'>
+            <bounding-box x1='543' y1='383' x2='577' y2='393'/>
+            <content>164,090</content>
+         </cell>
+         <cell id='312' start-row='32' start-col='0'>
+            <bounding-box x1='51' y1='372' x2='84' y2='382'/>
+            <content>Georgia</content>
+         </cell>
+         <cell id='313' start-row='32' start-col='1'>
+            <bounding-box x1='155' y1='372' x2='184' y2='382'/>
+            <content>92,010</content>
+         </cell>
+         <cell id='314' start-row='32' start-col='2'>
+            <bounding-box x1='204' y1='372' x2='233' y2='382'/>
+            <content>91,560</content>
+         </cell>
+         <cell id='315' start-row='32' start-col='3'>
+            <bounding-box x1='253' y1='372' x2='282' y2='382'/>
+            <content>94,320</content>
+         </cell>
+         <cell id='316' start-row='32' start-col='4'>
+            <bounding-box x1='303' y1='372' x2='331' y2='382'/>
+            <content>95,340</content>
+         </cell>
+         <cell id='317' start-row='32' start-col='5'>
+            <bounding-box x1='352' y1='372' x2='380' y2='382'/>
+            <content>97,270</content>
+         </cell>
+         <cell id='318' start-row='32' start-col='6'>
+            <bounding-box x1='401' y1='372' x2='429' y2='382'/>
+            <content>98,230</content>
+         </cell>
+         <cell id='319' start-row='32' start-col='7'>
+            <bounding-box x1='450' y1='372' x2='479' y2='382'/>
+            <content>96,250</content>
+         </cell>
+         <cell id='320' start-row='32' start-col='8'>
+            <bounding-box x1='499' y1='372' x2='528' y2='382'/>
+            <content>95,490</content>
+         </cell>
+         <cell id='321' start-row='32' start-col='9'>
+            <bounding-box x1='548' y1='372' x2='577' y2='382'/>
+            <content>96,780</content>
+         </cell>
+         <cell id='322' start-row='33' start-col='0'>
+            <bounding-box x1='51' y1='362' x2='90' y2='372'/>
+            <content>Kentucky</content>
+         </cell>
+         <cell id='323' start-row='33' start-col='1'>
+            <bounding-box x1='155' y1='362' x2='184' y2='372'/>
+            <content>38,490</content>
+         </cell>
+         <cell id='324' start-row='33' start-col='2'>
+            <bounding-box x1='204' y1='362' x2='233' y2='372'/>
+            <content>38,790</content>
+         </cell>
+         <cell id='325' start-row='33' start-col='3'>
+            <bounding-box x1='253' y1='362' x2='282' y2='372'/>
+            <content>39,610</content>
+         </cell>
+         <cell id='326' start-row='33' start-col='4'>
+            <bounding-box x1='303' y1='362' x2='331' y2='372'/>
+            <content>40,160</content>
+         </cell>
+         <cell id='327' start-row='33' start-col='5'>
+            <bounding-box x1='352' y1='362' x2='380' y2='372'/>
+            <content>41,370</content>
+         </cell>
+         <cell id='328' start-row='33' start-col='6'>
+            <bounding-box x1='401' y1='362' x2='429' y2='372'/>
+            <content>41,490</content>
+         </cell>
+         <cell id='329' start-row='33' start-col='7'>
+            <bounding-box x1='450' y1='362' x2='479' y2='372'/>
+            <content>40,080</content>
+         </cell>
+         <cell id='330' start-row='33' start-col='8'>
+            <bounding-box x1='499' y1='362' x2='528' y2='372'/>
+            <content>40,300</content>
+         </cell>
+         <cell id='331' start-row='33' start-col='9'>
+            <bounding-box x1='548' y1='362' x2='577' y2='372'/>
+            <content>40,490</content>
+         </cell>
+         <cell id='332' start-row='34' start-col='0'>
+            <bounding-box x1='51' y1='351' x2='90' y2='361'/>
+            <content>Louisiana</content>
+         </cell>
+         <cell id='333' start-row='34' start-col='1'>
+            <bounding-box x1='155' y1='351' x2='184' y2='361'/>
+            <content>35,720</content>
+         </cell>
+         <cell id='334' start-row='34' start-col='2'>
+            <bounding-box x1='204' y1='351' x2='233' y2='361'/>
+            <content>33,340</content>
+         </cell>
+         <cell id='335' start-row='34' start-col='3'>
+            <bounding-box x1='253' y1='351' x2='282' y2='361'/>
+            <content>35,050</content>
+         </cell>
+         <cell id='336' start-row='34' start-col='4'>
+            <bounding-box x1='303' y1='351' x2='331' y2='361'/>
+            <content>35,420</content>
+         </cell>
+         <cell id='337' start-row='34' start-col='5'>
+            <bounding-box x1='352' y1='351' x2='380' y2='361'/>
+            <content>37,880</content>
+         </cell>
+         <cell id='338' start-row='34' start-col='6'>
+            <bounding-box x1='401' y1='351' x2='429' y2='361'/>
+            <content>36,830</content>
+         </cell>
+         <cell id='339' start-row='34' start-col='7'>
+            <bounding-box x1='450' y1='351' x2='479' y2='361'/>
+            <content>36,840</content>
+         </cell>
+         <cell id='340' start-row='34' start-col='8'>
+            <bounding-box x1='499' y1='351' x2='528' y2='361'/>
+            <content>36,360</content>
+         </cell>
+         <cell id='341' start-row='34' start-col='9'>
+            <bounding-box x1='548' y1='351' x2='577' y2='361'/>
+            <content>36,130</content>
+         </cell>
+         <cell id='342' start-row='35' start-col='0'>
+            <bounding-box x1='51' y1='340' x2='89' y2='350'/>
+            <content>Maryland</content>
+         </cell>
+         <cell id='343' start-row='35' start-col='1'>
+            <bounding-box x1='155' y1='340' x2='184' y2='350'/>
+            <content>56,990</content>
+         </cell>
+         <cell id='344' start-row='35' start-col='2'>
+            <bounding-box x1='204' y1='340' x2='233' y2='350'/>
+            <content>56,390</content>
+         </cell>
+         <cell id='345' start-row='35' start-col='3'>
+            <bounding-box x1='253' y1='340' x2='282' y2='350'/>
+            <content>56,410</content>
+         </cell>
+         <cell id='346' start-row='35' start-col='4'>
+            <bounding-box x1='303' y1='340' x2='331' y2='350'/>
+            <content>55,620</content>
+         </cell>
+         <cell id='347' start-row='35' start-col='5'>
+            <bounding-box x1='352' y1='340' x2='380' y2='350'/>
+            <content>56,880</content>
+         </cell>
+         <cell id='348' start-row='35' start-col='6'>
+            <bounding-box x1='401' y1='340' x2='429' y2='350'/>
+            <content>56,180</content>
+         </cell>
+         <cell id='349' start-row='35' start-col='7'>
+            <bounding-box x1='450' y1='340' x2='479' y2='350'/>
+            <content>58,350</content>
+         </cell>
+         <cell id='350' start-row='35' start-col='8'>
+            <bounding-box x1='499' y1='340' x2='528' y2='350'/>
+            <content>59,010</content>
+         </cell>
+         <cell id='351' start-row='35' start-col='9'>
+            <bounding-box x1='548' y1='340' x2='577' y2='350'/>
+            <content>60,120</content>
+         </cell>
+         <cell id='352' start-row='36' start-col='0'>
+            <bounding-box x1='51' y1='330' x2='97' y2='340'/>
+            <content>Mississippi</content>
+         </cell>
+         <cell id='353' start-row='36' start-col='1'>
+            <bounding-box x1='155' y1='330' x2='184' y2='340'/>
+            <content>25,720</content>
+         </cell>
+         <cell id='354' start-row='36' start-col='2'>
+            <bounding-box x1='204' y1='330' x2='233' y2='340'/>
+            <content>25,330</content>
+         </cell>
+         <cell id='355' start-row='36' start-col='3'>
+            <bounding-box x1='253' y1='330' x2='282' y2='340'/>
+            <content>25,300</content>
+         </cell>
+         <cell id='356' start-row='36' start-col='4'>
+            <bounding-box x1='303' y1='330' x2='331' y2='340'/>
+            <content>25,840</content>
+         </cell>
+         <cell id='357' start-row='36' start-col='5'>
+            <bounding-box x1='352' y1='330' x2='380' y2='340'/>
+            <content>26,800</content>
+         </cell>
+         <cell id='358' start-row='36' start-col='6'>
+            <bounding-box x1='401' y1='330' x2='429' y2='340'/>
+            <content>26,010</content>
+         </cell>
+         <cell id='359' start-row='36' start-col='7'>
+            <bounding-box x1='450' y1='330' x2='479' y2='340'/>
+            <content>25,820</content>
+         </cell>
+         <cell id='360' start-row='36' start-col='8'>
+            <bounding-box x1='499' y1='330' x2='528' y2='340'/>
+            <content>25,210</content>
+         </cell>
+         <cell id='361' start-row='36' start-col='9'>
+            <bounding-box x1='548' y1='330' x2='577' y2='340'/>
+            <content>25,890</content>
+         </cell>
+         <cell id='362' start-row='37' start-col='0'>
+            <bounding-box x1='51' y1='319' x2='110' y2='329'/>
+            <content>North Carolina</content>
+         </cell>
+         <cell id='363' start-row='37' start-col='1'>
+            <bounding-box x1='155' y1='319' x2='184' y2='329'/>
+            <content>88,040</content>
+         </cell>
+         <cell id='364' start-row='37' start-col='2'>
+            <bounding-box x1='204' y1='319' x2='233' y2='329'/>
+            <content>88,870</content>
+         </cell>
+         <cell id='365' start-row='37' start-col='3'>
+            <bounding-box x1='253' y1='319' x2='282' y2='329'/>
+            <content>90,870</content>
+         </cell>
+         <cell id='366' start-row='37' start-col='4'>
+            <bounding-box x1='303' y1='319' x2='331' y2='329'/>
+            <content>92,910</content>
+         </cell>
+         <cell id='367' start-row='37' start-col='5'>
+            <bounding-box x1='352' y1='319' x2='380' y2='329'/>
+            <content>95,590</content>
+         </cell>
+         <cell id='368' start-row='37' start-col='6'>
+            <bounding-box x1='401' y1='319' x2='429' y2='329'/>
+            <content>97,550</content>
+         </cell>
+         <cell id='369' start-row='37' start-col='7'>
+            <bounding-box x1='450' y1='319' x2='479' y2='329'/>
+            <content>96,500</content>
+         </cell>
+         <cell id='370' start-row='37' start-col='8'>
+            <bounding-box x1='499' y1='319' x2='528' y2='329'/>
+            <content>96,670</content>
+         </cell>
+         <cell id='371' start-row='37' start-col='9'>
+            <bounding-box x1='548' y1='319' x2='577' y2='329'/>
+            <content>88,260</content>
+         </cell>
+         <cell id='372' start-row='38' start-col='0'>
+            <bounding-box x1='51' y1='308' x2='93' y2='318'/>
+            <content>Oklahoma</content>
+         </cell>
+         <cell id='373' start-row='38' start-col='1'>
+            <bounding-box x1='155' y1='308' x2='184' y2='318'/>
+            <content>37,300</content>
+         </cell>
+         <cell id='374' start-row='38' start-col='2'>
+            <bounding-box x1='204' y1='308' x2='233' y2='318'/>
+            <content>37,770</content>
+         </cell>
+         <cell id='375' start-row='38' start-col='3'>
+            <bounding-box x1='253' y1='308' x2='282' y2='318'/>
+            <content>39,130</content>
+         </cell>
+         <cell id='376' start-row='38' start-col='4'>
+            <bounding-box x1='303' y1='308' x2='331' y2='318'/>
+            <content>39,390</content>
+         </cell>
+         <cell id='377' start-row='38' start-col='5'>
+            <bounding-box x1='352' y1='308' x2='380' y2='318'/>
+            <content>40,270</content>
+         </cell>
+         <cell id='378' start-row='38' start-col='6'>
+            <bounding-box x1='401' y1='308' x2='429' y2='318'/>
+            <content>40,450</content>
+         </cell>
+         <cell id='379' start-row='38' start-col='7'>
+            <bounding-box x1='450' y1='308' x2='479' y2='318'/>
+            <content>40,780</content>
+         </cell>
+         <cell id='380' start-row='38' start-col='8'>
+            <bounding-box x1='499' y1='308' x2='528' y2='318'/>
+            <content>41,540</content>
+         </cell>
+         <cell id='381' start-row='38' start-col='9'>
+            <bounding-box x1='548' y1='308' x2='577' y2='318'/>
+            <content>41,650</content>
+         </cell>
+         <cell id='382' start-row='39' start-col='0'>
+            <bounding-box x1='51' y1='298' x2='112' y2='308'/>
+            <content>South Carolina</content>
+         </cell>
+         <cell id='383' start-row='39' start-col='1'>
+            <bounding-box x1='155' y1='298' x2='184' y2='308'/>
+            <content>39,450</content>
+         </cell>
+         <cell id='384' start-row='39' start-col='2'>
+            <bounding-box x1='204' y1='298' x2='233' y2='308'/>
+            <content>39,520</content>
+         </cell>
+         <cell id='385' start-row='39' start-col='3'>
+            <bounding-box x1='253' y1='298' x2='282' y2='308'/>
+            <content>40,350</content>
+         </cell>
+         <cell id='386' start-row='39' start-col='4'>
+            <bounding-box x1='303' y1='298' x2='331' y2='308'/>
+            <content>41,180</content>
+         </cell>
+         <cell id='387' start-row='39' start-col='5'>
+            <bounding-box x1='352' y1='298' x2='380' y2='308'/>
+            <content>42,880</content>
+         </cell>
+         <cell id='388' start-row='39' start-col='6'>
+            <bounding-box x1='401' y1='298' x2='429' y2='308'/>
+            <content>43,000</content>
+         </cell>
+         <cell id='389' start-row='39' start-col='7'>
+            <bounding-box x1='450' y1='298' x2='479' y2='308'/>
+            <content>41,930</content>
+         </cell>
+         <cell id='390' start-row='39' start-col='8'>
+            <bounding-box x1='499' y1='298' x2='528' y2='308'/>
+            <content>41,930</content>
+         </cell>
+         <cell id='391' start-row='39' start-col='9'>
+            <bounding-box x1='548' y1='298' x2='577' y2='308'/>
+            <content>42,690</content>
+         </cell>
+         <cell id='394' start-row='40' start-col='1'>
+            <bounding-box x1='155' y1='287' x2='184' y2='297'/>
+            <content>58,600</content>
+         </cell>
+         <cell id='395' start-row='40' start-col='2'>
+            <bounding-box x1='204' y1='287' x2='233' y2='297'/>
+            <content>58,920</content>
+         </cell>
+         <cell id='396' start-row='40' start-col='3'>
+            <bounding-box x1='253' y1='287' x2='282' y2='297'/>
+            <content>60,110</content>
+         </cell>
+         <cell id='397' start-row='40' start-col='4'>
+            <bounding-box x1='303' y1='287' x2='331' y2='297'/>
+            <content>61,570</content>
+         </cell>
+         <cell id='398' start-row='40' start-col='5'>
+            <bounding-box x1='352' y1='287' x2='380' y2='297'/>
+            <content>62,040</content>
+         </cell>
+         <cell id='399' start-row='40' start-col='6'>
+            <bounding-box x1='401' y1='287' x2='429' y2='297'/>
+            <content>62,400</content>
+         </cell>
+         <cell id='400' start-row='40' start-col='7'>
+            <bounding-box x1='450' y1='287' x2='479' y2='297'/>
+            <content>61,940</content>
+         </cell>
+         <cell id='401' start-row='40' start-col='8'>
+            <bounding-box x1='499' y1='287' x2='528' y2='297'/>
+            <content>61,870</content>
+         </cell>
+         <cell id='402' start-row='40' start-col='9'>
+            <bounding-box x1='548' y1='287' x2='577' y2='297'/>
+            <content>62,340</content>
+         </cell>
+         <cell id='405' start-row='41' start-col='1'>
+            <bounding-box x1='150' y1='276' x2='184' y2='286'/>
+            <content>291,830</content>
+         </cell>
+         <cell id='406' start-row='41' start-col='2'>
+            <bounding-box x1='199' y1='276' x2='233' y2='286'/>
+            <content>297,630</content>
+         </cell>
+         <cell id='407' start-row='41' start-col='3'>
+            <bounding-box x1='248' y1='276' x2='282' y2='286'/>
+            <content>303,120</content>
+         </cell>
+         <cell id='408' start-row='41' start-col='4'>
+            <bounding-box x1='298' y1='276' x2='331' y2='286'/>
+            <content>311,510</content>
+         </cell>
+         <cell id='409' start-row='41' start-col='5'>
+            <bounding-box x1='347' y1='276' x2='380' y2='286'/>
+            <content>320,960</content>
+         </cell>
+         <cell id='410' start-row='41' start-col='6'>
+            <bounding-box x1='396' y1='276' x2='429' y2='286'/>
+            <content>326,770</content>
+         </cell>
+         <cell id='411' start-row='41' start-col='7'>
+            <bounding-box x1='445' y1='276' x2='479' y2='286'/>
+            <content>328,560</content>
+         </cell>
+         <cell id='412' start-row='41' start-col='8'>
+            <bounding-box x1='494' y1='276' x2='528' y2='286'/>
+            <content>334,040</content>
+         </cell>
+         <cell id='413' start-row='41' start-col='9'>
+            <bounding-box x1='543' y1='276' x2='577' y2='286'/>
+            <content>338,920</content>
+         </cell>
+         <cell id='414' start-row='42' start-col='0'>
+            <bounding-box x1='51' y1='266' x2='81' y2='276'/>
+            <content>Virginia</content>
+         </cell>
+         <cell id='415' start-row='42' start-col='1'>
+            <bounding-box x1='155' y1='266' x2='184' y2='276'/>
+            <content>79,900</content>
+         </cell>
+         <cell id='416' start-row='42' start-col='2'>
+            <bounding-box x1='204' y1='266' x2='233' y2='276'/>
+            <content>79,520</content>
+         </cell>
+         <cell id='417' start-row='42' start-col='3'>
+            <bounding-box x1='253' y1='266' x2='282' y2='276'/>
+            <content>80,780</content>
+         </cell>
+         <cell id='418' start-row='42' start-col='4'>
+            <bounding-box x1='303' y1='266' x2='331' y2='276'/>
+            <content>81,390</content>
+         </cell>
+         <cell id='419' start-row='42' start-col='5'>
+            <bounding-box x1='352' y1='266' x2='380' y2='276'/>
+            <content>83,490</content>
+         </cell>
+         <cell id='420' start-row='42' start-col='6'>
+            <bounding-box x1='401' y1='266' x2='429' y2='276'/>
+            <content>83,660</content>
+         </cell>
+         <cell id='421' start-row='42' start-col='7'>
+            <bounding-box x1='450' y1='266' x2='479' y2='276'/>
+            <content>83,680</content>
+         </cell>
+         <cell id='422' start-row='42' start-col='8'>
+            <bounding-box x1='499' y1='266' x2='528' y2='276'/>
+            <content>84,220</content>
+         </cell>
+         <cell id='423' start-row='42' start-col='9'>
+            <bounding-box x1='548' y1='266' x2='577' y2='276'/>
+            <content>85,760</content>
+         </cell>
+         <cell id='424' start-row='43' start-col='0'>
+            <bounding-box x1='51' y1='255' x2='104' y2='265'/>
+            <content>West Virginia</content>
+         </cell>
+         <cell id='425' start-row='43' start-col='1'>
+            <bounding-box x1='155' y1='255' x2='184' y2='265'/>
+            <content>16,740</content>
+         </cell>
+         <cell id='426' start-row='43' start-col='2'>
+            <bounding-box x1='204' y1='255' x2='233' y2='265'/>
+            <content>16,650</content>
+         </cell>
+         <cell id='427' start-row='43' start-col='3'>
+            <bounding-box x1='253' y1='255' x2='282' y2='265'/>
+            <content>17,020</content>
+         </cell>
+         <cell id='428' start-row='43' start-col='4'>
+            <bounding-box x1='303' y1='255' x2='331' y2='265'/>
+            <content>16,850</content>
+         </cell>
+         <cell id='429' start-row='43' start-col='5'>
+            <bounding-box x1='352' y1='255' x2='380' y2='265'/>
+            <content>17,270</content>
+         </cell>
+         <cell id='430' start-row='43' start-col='6'>
+            <bounding-box x1='401' y1='255' x2='429' y2='265'/>
+            <content>17,020</content>
+         </cell>
+         <cell id='431' start-row='43' start-col='7'>
+            <bounding-box x1='450' y1='255' x2='479' y2='265'/>
+            <content>17,340</content>
+         </cell>
+         <cell id='432' start-row='43' start-col='8'>
+            <bounding-box x1='499' y1='255' x2='528' y2='265'/>
+            <content>16,840</content>
+         </cell>
+         <cell id='433' start-row='43' start-col='9'>
+            <bounding-box x1='548' y1='255' x2='577' y2='265'/>
+            <content>17,240</content>
+         </cell>
+         <cell id='434' start-row='44' start-col='0'>
+            <bounding-box x1='42' y1='244' x2='63' y2='254'/>
+            <content>West</content>
+         </cell>
+         <cell id='435' start-row='44' start-col='1'>
+            <bounding-box x1='150' y1='244' x2='184' y2='254'/>
+            <content>712,240</content>
+         </cell>
+         <cell id='436' start-row='44' start-col='2'>
+            <bounding-box x1='199' y1='244' x2='233' y2='254'/>
+            <content>714,640</content>
+         </cell>
+         <cell id='437' start-row='44' start-col='3'>
+            <bounding-box x1='248' y1='244' x2='282' y2='254'/>
+            <content>713,840</content>
+         </cell>
+         <cell id='438' start-row='44' start-col='4'>
+            <bounding-box x1='298' y1='244' x2='331' y2='254'/>
+            <content>725,080</content>
+         </cell>
+         <cell id='439' start-row='44' start-col='5'>
+            <bounding-box x1='347' y1='244' x2='380' y2='254'/>
+            <content>734,030</content>
+         </cell>
+         <cell id='440' start-row='44' start-col='6'>
+            <bounding-box x1='396' y1='244' x2='429' y2='254'/>
+            <content>734,790</content>
+         </cell>
+         <cell id='441' start-row='44' start-col='7'>
+            <bounding-box x1='445' y1='244' x2='479' y2='254'/>
+            <content>736,980</content>
+         </cell>
+         <cell id='442' start-row='44' start-col='8'>
+            <bounding-box x1='494' y1='244' x2='528' y2='254'/>
+            <content>751,850</content>
+         </cell>
+         <cell id='443' start-row='44' start-col='9'>
+            <bounding-box x1='543' y1='244' x2='577' y2='254'/>
+            <content>758,880</content>
+         </cell>
+         <cell id='444' start-row='45' start-col='0'>
+            <bounding-box x1='51' y1='234' x2='79' y2='244'/>
+            <content>Alaska</content>
+         </cell>
+         <cell id='445' start-row='45' start-col='1'>
+            <bounding-box x1='160' y1='234' x2='184' y2='244'/>
+            <content>7,390</content>
+         </cell>
+         <cell id='446' start-row='45' start-col='2'>
+            <bounding-box x1='209' y1='234' x2='233' y2='244'/>
+            <content>7,380</content>
+         </cell>
+         <cell id='447' start-row='45' start-col='3'>
+            <bounding-box x1='258' y1='234' x2='282' y2='244'/>
+            <content>7,370</content>
+         </cell>
+         <cell id='448' start-row='45' start-col='4'>
+            <bounding-box x1='308' y1='234' x2='331' y2='244'/>
+            <content>7,670</content>
+         </cell>
+         <cell id='449' start-row='45' start-col='5'>
+            <bounding-box x1='357' y1='234' x2='380' y2='244'/>
+            <content>7,710</content>
+         </cell>
+         <cell id='450' start-row='45' start-col='6'>
+            <bounding-box x1='406' y1='234' x2='429' y2='244'/>
+            <content>7,750</content>
+         </cell>
+         <cell id='451' start-row='45' start-col='7'>
+            <bounding-box x1='455' y1='234' x2='479' y2='244'/>
+            <content>7,690</content>
+         </cell>
+         <cell id='452' start-row='45' start-col='8'>
+            <bounding-box x1='504' y1='234' x2='528' y2='244'/>
+            <content>7,900</content>
+         </cell>
+         <cell id='453' start-row='45' start-col='9'>
+            <bounding-box x1='553' y1='234' x2='577' y2='244'/>
+            <content>7,990</content>
+         </cell>
+         <cell id='454' start-row='46' start-col='0'>
+            <bounding-box x1='51' y1='223' x2='82' y2='233'/>
+            <content>Arizona</content>
+         </cell>
+         <cell id='455' start-row='46' start-col='1'>
+            <bounding-box x1='155' y1='223' x2='184' y2='233'/>
+            <content>59,850</content>
+         </cell>
+         <cell id='456' start-row='46' start-col='2'>
+            <bounding-box x1='204' y1='223' x2='233' y2='233'/>
+            <content>58,910</content>
+         </cell>
+         <cell id='457' start-row='46' start-col='3'>
+            <bounding-box x1='253' y1='223' x2='282' y2='233'/>
+            <content>59,050</content>
+         </cell>
+         <cell id='458' start-row='46' start-col='4'>
+            <bounding-box x1='303' y1='223' x2='331' y2='233'/>
+            <content>61,440</content>
+         </cell>
+         <cell id='459' start-row='46' start-col='5'>
+            <bounding-box x1='352' y1='223' x2='380' y2='233'/>
+            <content>62,730</content>
+         </cell>
+         <cell id='460' start-row='46' start-col='6'>
+            <bounding-box x1='401' y1='223' x2='429' y2='233'/>
+            <content>63,940</content>
+         </cell>
+         <cell id='461' start-row='46' start-col='7'>
+            <bounding-box x1='450' y1='223' x2='479' y2='233'/>
+            <content>64,500</content>
+         </cell>
+         <cell id='462' start-row='46' start-col='8'>
+            <bounding-box x1='499' y1='223' x2='528' y2='233'/>
+            <content>66,130</content>
+         </cell>
+         <cell id='463' start-row='46' start-col='9'>
+            <bounding-box x1='548' y1='223' x2='577' y2='233'/>
+            <content>66,370</content>
+         </cell>
+         <cell id='464' start-row='47' start-col='0'>
+            <bounding-box x1='51' y1='212' x2='90' y2='222'/>
+            <content>California</content>
+         </cell>
+         <cell id='465' start-row='47' start-col='1'>
+            <bounding-box x1='150' y1='212' x2='184' y2='222'/>
+            <content>376,610</content>
+         </cell>
+         <cell id='466' start-row='47' start-col='2'>
+            <bounding-box x1='199' y1='212' x2='233' y2='222'/>
+            <content>378,640</content>
+         </cell>
+         <cell id='467' start-row='47' start-col='3'>
+            <bounding-box x1='248' y1='212' x2='282' y2='222'/>
+            <content>371,530</content>
+         </cell>
+         <cell id='468' start-row='47' start-col='4'>
+            <bounding-box x1='298' y1='212' x2='331' y2='222'/>
+            <content>375,070</content>
+         </cell>
+         <cell id='469' start-row='47' start-col='5'>
+            <bounding-box x1='347' y1='212' x2='380' y2='222'/>
+            <content>377,960</content>
+         </cell>
+         <cell id='470' start-row='47' start-col='6'>
+            <bounding-box x1='396' y1='212' x2='429' y2='222'/>
+            <content>375,740</content>
+         </cell>
+         <cell id='471' start-row='47' start-col='7'>
+            <bounding-box x1='445' y1='212' x2='479' y2='222'/>
+            <content>377,280</content>
+         </cell>
+         <cell id='472' start-row='47' start-col='8'>
+            <bounding-box x1='494' y1='212' x2='528' y2='222'/>
+            <content>385,060</content>
+         </cell>
+         <cell id='473' start-row='47' start-col='9'>
+            <bounding-box x1='543' y1='212' x2='577' y2='222'/>
+            <content>388,600</content>
+         </cell>
+         <cell id='474' start-row='48' start-col='0'>
+            <bounding-box x1='51' y1='202' x2='89' y2='212'/>
+            <content>Colorado</content>
+         </cell>
+         <cell id='475' start-row='48' start-col='1'>
+            <bounding-box x1='155' y1='202' x2='184' y2='212'/>
+            <content>51,330</content>
+         </cell>
+         <cell id='476' start-row='48' start-col='2'>
+            <bounding-box x1='204' y1='202' x2='233' y2='212'/>
+            <content>51,790</content>
+         </cell>
+         <cell id='477' start-row='48' start-col='3'>
+            <bounding-box x1='253' y1='202' x2='282' y2='212'/>
+            <content>53,030</content>
+         </cell>
+         <cell id='478' start-row='48' start-col='4'>
+            <bounding-box x1='303' y1='202' x2='331' y2='212'/>
+            <content>54,300</content>
+         </cell>
+         <cell id='479' start-row='48' start-col='5'>
+            <bounding-box x1='352' y1='202' x2='380' y2='212'/>
+            <content>56,210</content>
+         </cell>
+         <cell id='480' start-row='48' start-col='6'>
+            <bounding-box x1='401' y1='202' x2='429' y2='212'/>
+            <content>57,010</content>
+         </cell>
+         <cell id='481' start-row='48' start-col='7'>
+            <bounding-box x1='450' y1='202' x2='479' y2='212'/>
+            <content>57,590</content>
+         </cell>
+         <cell id='482' start-row='48' start-col='8'>
+            <bounding-box x1='499' y1='202' x2='528' y2='212'/>
+            <content>59,290</content>
+         </cell>
+         <cell id='483' start-row='48' start-col='9'>
+            <bounding-box x1='548' y1='202' x2='577' y2='212'/>
+            <content>59,110</content>
+         </cell>
+         <cell id='484' start-row='49' start-col='0'>
+            <bounding-box x1='51' y1='191' x2='79' y2='201'/>
+            <content>Hawaii</content>
+         </cell>
+         <cell id='485' start-row='49' start-col='1'>
+            <bounding-box x1='155' y1='191' x2='184' y2='201'/>
+            <content>10,530</content>
+         </cell>
+         <cell id='486' start-row='49' start-col='2'>
+            <bounding-box x1='204' y1='191' x2='233' y2='201'/>
+            <content>10,300</content>
+         </cell>
+         <cell id='487' start-row='49' start-col='3'>
+            <bounding-box x1='253' y1='191' x2='282' y2='201'/>
+            <content>10,390</content>
+         </cell>
+         <cell id='488' start-row='49' start-col='4'>
+            <bounding-box x1='303' y1='191' x2='331' y2='201'/>
+            <content>10,250</content>
+         </cell>
+         <cell id='489' start-row='49' start-col='5'>
+            <bounding-box x1='352' y1='191' x2='380' y2='201'/>
+            <content>10,640</content>
+         </cell>
+         <cell id='490' start-row='49' start-col='6'>
+            <bounding-box x1='401' y1='191' x2='429' y2='201'/>
+            <content>10,030</content>
+         </cell>
+         <cell id='491' start-row='49' start-col='7'>
+            <bounding-box x1='450' y1='191' x2='479' y2='201'/>
+            <content>10,500</content>
+         </cell>
+         <cell id='492' start-row='49' start-col='8'>
+            <bounding-box x1='499' y1='191' x2='528' y2='201'/>
+            <content>10,620</content>
+         </cell>
+         <cell id='493' start-row='49' start-col='9'>
+            <bounding-box x1='548' y1='191' x2='577' y2='201'/>
+            <content>10,700</content>
+         </cell>
+         <cell id='494' start-row='50' start-col='0'>
+            <bounding-box x1='51' y1='180' x2='75' y2='190'/>
+            <content>Idaho</content>
+         </cell>
+         <cell id='495' start-row='50' start-col='1'>
+            <bounding-box x1='155' y1='180' x2='184' y2='190'/>
+            <content>17,170</content>
+         </cell>
+         <cell id='496' start-row='50' start-col='2'>
+            <bounding-box x1='204' y1='180' x2='233' y2='190'/>
+            <content>16,800</content>
+         </cell>
+         <cell id='497' start-row='50' start-col='3'>
+            <bounding-box x1='253' y1='180' x2='282' y2='190'/>
+            <content>17,090</content>
+         </cell>
+         <cell id='498' start-row='50' start-col='4'>
+            <bounding-box x1='303' y1='180' x2='331' y2='190'/>
+            <content>17,750</content>
+         </cell>
+         <cell id='499' start-row='50' start-col='5'>
+            <bounding-box x1='352' y1='180' x2='380' y2='190'/>
+            <content>17,790</content>
+         </cell>
+         <cell id='500' start-row='50' start-col='6'>
+            <bounding-box x1='401' y1='180' x2='429' y2='190'/>
+            <content>17,950</content>
+         </cell>
+         <cell id='501' start-row='50' start-col='7'>
+            <bounding-box x1='450' y1='180' x2='479' y2='190'/>
+            <content>17,930</content>
+         </cell>
+         <cell id='502' start-row='50' start-col='8'>
+            <bounding-box x1='499' y1='180' x2='528' y2='190'/>
+            <content>17,790</content>
+         </cell>
+         <cell id='503' start-row='50' start-col='9'>
+            <bounding-box x1='548' y1='180' x2='577' y2='190'/>
+            <content>17,830</content>
+         </cell>
+         <cell id='504' start-row='51' start-col='0'>
+            <bounding-box x1='51' y1='170' x2='88' y2='180'/>
+            <content>Montana</content>
+         </cell>
+         <cell id='505' start-row='51' start-col='1'>
+            <bounding-box x1='160' y1='170' x2='184' y2='180'/>
+            <content>9,220</content>
+         </cell>
+         <cell id='506' start-row='51' start-col='2'>
+            <bounding-box x1='209' y1='170' x2='233' y2='180'/>
+            <content>9,040</content>
+         </cell>
+         <cell id='507' start-row='51' start-col='3'>
+            <bounding-box x1='258' y1='170' x2='282' y2='180'/>
+            <content>9,060</content>
+         </cell>
+         <cell id='508' start-row='51' start-col='4'>
+            <bounding-box x1='308' y1='170' x2='331' y2='180'/>
+            <content>9,140</content>
+         </cell>
+         <cell id='509' start-row='51' start-col='5'>
+            <bounding-box x1='357' y1='170' x2='380' y2='180'/>
+            <content>9,040</content>
+         </cell>
+         <cell id='510' start-row='51' start-col='6'>
+            <bounding-box x1='406' y1='170' x2='429' y2='180'/>
+            <content>9,270</content>
+         </cell>
+         <cell id='511' start-row='51' start-col='7'>
+            <bounding-box x1='455' y1='170' x2='479' y2='180'/>
+            <content>9,260</content>
+         </cell>
+         <cell id='512' start-row='51' start-col='8'>
+            <bounding-box x1='504' y1='170' x2='528' y2='180'/>
+            <content>9,360</content>
+         </cell>
+         <cell id='513' start-row='51' start-col='9'>
+            <bounding-box x1='553' y1='170' x2='577' y2='180'/>
+            <content>9,580</content>
+         </cell>
+         <cell id='514' start-row='52' start-col='0'>
+            <bounding-box x1='51' y1='159' x2='83' y2='169'/>
+            <content>Nevada</content>
+         </cell>
+         <cell id='515' start-row='52' start-col='1'>
+            <bounding-box x1='155' y1='159' x2='184' y2='169'/>
+            <content>24,580</content>
+         </cell>
+         <cell id='516' start-row='52' start-col='2'>
+            <bounding-box x1='204' y1='159' x2='233' y2='169'/>
+            <content>24,360</content>
+         </cell>
+         <cell id='517' start-row='52' start-col='3'>
+            <bounding-box x1='253' y1='159' x2='282' y2='169'/>
+            <content>25,470</content>
+         </cell>
+         <cell id='518' start-row='52' start-col='4'>
+            <bounding-box x1='303' y1='159' x2='331' y2='169'/>
+            <content>25,810</content>
+         </cell>
+         <cell id='519' start-row='52' start-col='5'>
+            <bounding-box x1='352' y1='159' x2='380' y2='169'/>
+            <content>26,240</content>
+         </cell>
+         <cell id='520' start-row='52' start-col='6'>
+            <bounding-box x1='401' y1='159' x2='429' y2='169'/>
+            <content>26,710</content>
+         </cell>
+         <cell id='521' start-row='52' start-col='7'>
+            <bounding-box x1='450' y1='159' x2='479' y2='169'/>
+            <content>26,440</content>
+         </cell>
+         <cell id='522' start-row='52' start-col='8'>
+            <bounding-box x1='499' y1='159' x2='528' y2='169'/>
+            <content>26,250</content>
+         </cell>
+         <cell id='523' start-row='52' start-col='9'>
+            <bounding-box x1='548' y1='159' x2='577' y2='169'/>
+            <content>26,380</content>
+         </cell>
+         <cell id='524' start-row='53' start-col='0'>
+            <bounding-box x1='51' y1='148' x2='102' y2='158'/>
+            <content>New Mexico</content>
+         </cell>
+         <cell id='525' start-row='53' start-col='1'>
+            <bounding-box x1='155' y1='148' x2='184' y2='158'/>
+            <content>18,480</content>
+         </cell>
+         <cell id='526' start-row='53' start-col='2'>
+            <bounding-box x1='204' y1='148' x2='233' y2='158'/>
+            <content>18,680</content>
+         </cell>
+         <cell id='527' start-row='53' start-col='3'>
+            <bounding-box x1='253' y1='148' x2='282' y2='158'/>
+            <content>18,850</content>
+         </cell>
+         <cell id='528' start-row='53' start-col='4'>
+            <bounding-box x1='303' y1='148' x2='331' y2='158'/>
+            <content>19,540</content>
+         </cell>
+         <cell id='529' start-row='53' start-col='5'>
+            <bounding-box x1='352' y1='148' x2='380' y2='158'/>
+            <content>19,690</content>
+         </cell>
+         <cell id='530' start-row='53' start-col='6'>
+            <bounding-box x1='401' y1='148' x2='429' y2='158'/>
+            <content>20,020</content>
+         </cell>
+         <cell id='531' start-row='53' start-col='7'>
+            <bounding-box x1='450' y1='148' x2='479' y2='158'/>
+            <content>20,050</content>
+         </cell>
+         <cell id='532' start-row='53' start-col='8'>
+            <bounding-box x1='499' y1='148' x2='528' y2='158'/>
+            <content>20,130</content>
+         </cell>
+         <cell id='533' start-row='53' start-col='9'>
+            <bounding-box x1='548' y1='148' x2='577' y2='158'/>
+            <content>20,550</content>
+         </cell>
+         <cell id='534' start-row='54' start-col='0'>
+            <bounding-box x1='51' y1='138' x2='82' y2='148'/>
+            <content>Oregon</content>
+         </cell>
+         <cell id='535' start-row='54' start-col='1'>
+            <bounding-box x1='155' y1='138' x2='184' y2='148'/>
+            <content>34,490</content>
+         </cell>
+         <cell id='536' start-row='54' start-col='2'>
+            <bounding-box x1='204' y1='138' x2='233' y2='148'/>
+            <content>34,210</content>
+         </cell>
+         <cell id='537' start-row='54' start-col='3'>
+            <bounding-box x1='253' y1='138' x2='282' y2='148'/>
+            <content>34,960</content>
+         </cell>
+         <cell id='538' start-row='54' start-col='4'>
+            <bounding-box x1='303' y1='138' x2='331' y2='148'/>
+            <content>35,180</content>
+         </cell>
+         <cell id='539' start-row='54' start-col='5'>
+            <bounding-box x1='352' y1='138' x2='380' y2='148'/>
+            <content>35,300</content>
+         </cell>
+         <cell id='540' start-row='54' start-col='6'>
+            <bounding-box x1='401' y1='138' x2='429' y2='148'/>
+            <content>35,220</content>
+         </cell>
+         <cell id='541' start-row='54' start-col='7'>
+            <bounding-box x1='450' y1='138' x2='479' y2='148'/>
+            <content>34,690</content>
+         </cell>
+         <cell id='542' start-row='54' start-col='8'>
+            <bounding-box x1='499' y1='138' x2='528' y2='148'/>
+            <content>35,190</content>
+         </cell>
+         <cell id='543' start-row='54' start-col='9'>
+            <bounding-box x1='548' y1='138' x2='577' y2='148'/>
+            <content>35,360</content>
+         </cell>
+         <cell id='544' start-row='55' start-col='0'>
+            <bounding-box x1='51' y1='127' x2='71' y2='137'/>
+            <content>Utah</content>
+         </cell>
+         <cell id='545' start-row='55' start-col='1'>
+            <bounding-box x1='155' y1='127' x2='184' y2='137'/>
+            <content>31,860</content>
+         </cell>
+         <cell id='546' start-row='55' start-col='2'>
+            <bounding-box x1='204' y1='127' x2='233' y2='137'/>
+            <content>32,870</content>
+         </cell>
+         <cell id='547' start-row='55' start-col='3'>
+            <bounding-box x1='253' y1='127' x2='282' y2='137'/>
+            <content>34,510</content>
+         </cell>
+         <cell id='548' start-row='55' start-col='4'>
+            <bounding-box x1='303' y1='127' x2='331' y2='137'/>
+            <content>35,660</content>
+         </cell>
+         <cell id='549' start-row='55' start-col='5'>
+            <bounding-box x1='352' y1='127' x2='380' y2='137'/>
+            <content>36,650</content>
+         </cell>
+         <cell id='550' start-row='55' start-col='6'>
+            <bounding-box x1='401' y1='127' x2='429' y2='137'/>
+            <content>36,990</content>
+         </cell>
+         <cell id='551' start-row='55' start-col='7'>
+            <bounding-box x1='450' y1='127' x2='479' y2='137'/>
+            <content>37,700</content>
+         </cell>
+         <cell id='552' start-row='55' start-col='8'>
+            <bounding-box x1='499' y1='127' x2='528' y2='137'/>
+            <content>39,040</content>
+         </cell>
+         <cell id='553' start-row='55' start-col='9'>
+            <bounding-box x1='548' y1='127' x2='577' y2='137'/>
+            <content>39,830</content>
+         </cell>
+         <cell id='554' start-row='56' start-col='0'>
+            <bounding-box x1='51' y1='116' x2='100' y2='126'/>
+            <content>Washington</content>
+         </cell>
+         <cell id='555' start-row='56' start-col='1'>
+            <bounding-box x1='155' y1='116' x2='184' y2='126'/>
+            <content>65,310</content>
+         </cell>
+         <cell id='556' start-row='56' start-col='2'>
+            <bounding-box x1='204' y1='116' x2='233' y2='126'/>
+            <content>66,150</content>
+         </cell>
+         <cell id='557' start-row='56' start-col='3'>
+            <bounding-box x1='253' y1='116' x2='282' y2='126'/>
+            <content>66,860</content>
+         </cell>
+         <cell id='558' start-row='56' start-col='4'>
+            <bounding-box x1='303' y1='116' x2='331' y2='126'/>
+            <content>67,520</content>
+         </cell>
+         <cell id='559' start-row='56' start-col='5'>
+            <bounding-box x1='352' y1='116' x2='380' y2='126'/>
+            <content>68,260</content>
+         </cell>
+         <cell id='560' start-row='56' start-col='6'>
+            <bounding-box x1='401' y1='116' x2='429' y2='126'/>
+            <content>68,320</content>
+         </cell>
+         <cell id='561' start-row='56' start-col='7'>
+            <bounding-box x1='450' y1='116' x2='479' y2='126'/>
+            <content>67,430</content>
+         </cell>
+         <cell id='562' start-row='56' start-col='8'>
+            <bounding-box x1='499' y1='116' x2='528' y2='126'/>
+            <content>68,880</content>
+         </cell>
+         <cell id='563' start-row='56' start-col='9'>
+            <bounding-box x1='548' y1='116' x2='577' y2='126'/>
+            <content>70,300</content>
+         </cell>
+         <cell id='564' start-row='57' start-col='0'>
+            <bounding-box x1='51' y1='106' x2='90' y2='116'/>
+            <content>Wyoming</content>
+         </cell>
+         <cell id='565' start-row='57' start-col='1'>
+            <bounding-box x1='160' y1='106' x2='184' y2='116'/>
+            <content>5,430</content>
+         </cell>
+         <cell id='566' start-row='57' start-col='2'>
+            <bounding-box x1='209' y1='106' x2='233' y2='116'/>
+            <content>5,510</content>
+         </cell>
+         <cell id='567' start-row='57' start-col='3'>
+            <bounding-box x1='258' y1='106' x2='282' y2='116'/>
+            <content>5,670</content>
+         </cell>
+         <cell id='568' start-row='57' start-col='4'>
+            <bounding-box x1='308' y1='106' x2='331' y2='116'/>
+            <content>5,760</content>
+         </cell>
+         <cell id='569' start-row='57' start-col='5'>
+            <bounding-box x1='357' y1='106' x2='380' y2='116'/>
+            <content>5,800</content>
+         </cell>
+         <cell id='570' start-row='57' start-col='6'>
+            <bounding-box x1='406' y1='106' x2='429' y2='116'/>
+            <content>5,830</content>
+         </cell>
+         <cell id='571' start-row='57' start-col='7'>
+            <bounding-box x1='455' y1='106' x2='479' y2='116'/>
+            <content>5,940</content>
+         </cell>
+         <cell id='572' start-row='57' start-col='8'>
+            <bounding-box x1='504' y1='106' x2='528' y2='116'/>
+            <content>6,210</content>
+         </cell>
+         <cell id='573' start-row='57' start-col='9'>
+            <bounding-box x1='553' y1='106' x2='577' y2='116'/>
+            <content>6,280</content>
+         </cell>
+         <cell id='1' start-row='40' start-col='0'>
+            <bounding-box x1='51' y1='287' x2='94' y2='296'/>
+            <content>Tennessee</content>
+            <instruction instr-id='306' subinstr-id='0'/>
+            <instruction instr-id='306' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='0'>
+            <bounding-box x1='51' y1='276' x2='74' y2='285'/>
+            <content>Texas</content>
+            <instruction instr-id='308' subinstr-id='0'/>
+            <instruction instr-id='308' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' col-increment='0' row-increment='-1' page='3'>
+	<cell id='1' start-row='1' start-col='2' end-col='4'>
+            <bounding-box x1='402' y1='721' x2='441' y2='731'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='2' start-row='1' end-row='2' start-col='1'>
+            <bounding-box x1='187' y1='707' x2='250' y2='727'/>
+            <content>Actual 2003–04
+to 2008–09</content>
+         </cell>
+         <cell id='3' start-row='1' end-row='2' start-col='0'>
+            <bounding-box x1='36' y1='707' x2='105' y2='717'/>
+            <content>Region and state</content>
+         </cell>
+         <cell id='5' start-row='2' start-col='2'>
+            <bounding-box x1='274' y1='707' x2='357' y2='717'/>
+            <content>2008–09 to 2015–16</content>
+         </cell>
+         <cell id='6' start-row='2' start-col='3'>
+            <bounding-box x1='381' y1='707' x2='464' y2='717'/>
+            <content>2015–16 to 2021–22</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='4'>
+            <bounding-box x1='487' y1='707' x2='570' y2='717'/>
+            <content>2008–09 to 2021–22</content>
+         </cell>
+         <cell id='8' start-row='3' start-col='0'>
+            <bounding-box x1='49' y1='693' x2='108' y2='703'/>
+            <content>United States</content>
+         </cell>
+         <cell id='9' start-row='3' start-col='1'>
+            <bounding-box x1='231' y1='693' x2='250' y2='703'/>
+            <content>10.4</content>
+         </cell>
+         <cell id='10' start-row='3' start-col='2'>
+            <bounding-box x1='344' y1='693' x2='357' y2='703'/>
+            <content>0.9</content>
+         </cell>
+         <cell id='11' start-row='3' start-col='3'>
+            <bounding-box x1='450' y1='693' x2='464' y2='703'/>
+            <content>3.8</content>
+         </cell>
+         <cell id='12' start-row='3' start-col='4'>
+            <bounding-box x1='556' y1='693' x2='570' y2='703'/>
+            <content>4.7</content>
+         </cell>
+         <cell id='13' start-row='4' start-col='0'>
+            <bounding-box x1='35' y1='682' x2='76' y2='692'/>
+            <content>Northeast</content>
+         </cell>
+         <cell id='14' start-row='4' start-col='1'>
+            <bounding-box x1='231' y1='682' x2='250' y2='692'/>
+            <content>13.9</content>
+         </cell>
+         <cell id='15' start-row='4' start-col='2'>
+            <bounding-box x1='340' y1='682' x2='357' y2='692'/>
+            <content>-0.4</content>
+         </cell>
+         <cell id='16' start-row='4' start-col='3'>
+            <bounding-box x1='450' y1='682' x2='464' y2='692'/>
+            <content>0.3</content>
+         </cell>
+         <cell id='17' start-row='4' start-col='4'>
+            <bounding-box x1='553' y1='682' x2='570' y2='692'/>
+            <content>-0.1</content>
+         </cell>
+         <cell id='18' start-row='5' start-col='0'>
+            <bounding-box x1='44' y1='671' x2='94' y2='681'/>
+            <content>Connecticut</content>
+         </cell>
+         <cell id='19' start-row='5' start-col='1'>
+            <bounding-box x1='236' y1='671' x2='250' y2='681'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='20' start-row='5' start-col='2'>
+            <bounding-box x1='344' y1='671' x2='357' y2='681'/>
+            <content>0.6</content>
+         </cell>
+         <cell id='21' start-row='5' start-col='3'>
+            <bounding-box x1='447' y1='671' x2='464' y2='681'/>
+            <content>-5.9</content>
+         </cell>
+         <cell id='22' start-row='5' start-col='4'>
+            <bounding-box x1='553' y1='671' x2='570' y2='681'/>
+            <content>-5.3</content>
+         </cell>
+         <cell id='23' start-row='6' start-col='0'>
+            <bounding-box x1='44' y1='661' x2='70' y2='671'/>
+            <content>Maine</content>
+         </cell>
+         <cell id='24' start-row='6' start-col='1'>
+            <bounding-box x1='236' y1='661' x2='250' y2='671'/>
+            <content>6.1</content>
+         </cell>
+         <cell id='25' start-row='6' start-col='2'>
+            <bounding-box x1='335' y1='661' x2='357' y2='671'/>
+            <content>-10.6</content>
+         </cell>
+         <cell id='26' start-row='6' start-col='3'>
+            <bounding-box x1='447' y1='661' x2='464' y2='671'/>
+            <content>-3.2</content>
+         </cell>
+         <cell id='27' start-row='6' start-col='4'>
+            <bounding-box x1='548' y1='661' x2='570' y2='671'/>
+            <content>-13.4</content>
+         </cell>
+         <cell id='28' start-row='7' start-col='0'>
+            <bounding-box x1='44' y1='650' x2='106' y2='660'/>
+            <content>Massachusetts</content>
+         </cell>
+         <cell id='29' start-row='7' start-col='1'>
+            <bounding-box x1='231' y1='650' x2='250' y2='660'/>
+            <content>11.9</content>
+         </cell>
+         <cell id='30' start-row='7' start-col='2'>
+            <bounding-box x1='340' y1='650' x2='357' y2='660'/>
+            <content>-3.4</content>
+         </cell>
+         <cell id='31' start-row='7' start-col='3'>
+            <bounding-box x1='447' y1='650' x2='464' y2='660'/>
+            <content>-1.6</content>
+         </cell>
+         <cell id='32' start-row='7' start-col='4'>
+            <bounding-box x1='553' y1='650' x2='570' y2='660'/>
+            <content>-5.0</content>
+         </cell>
+         <cell id='33' start-row='8' start-col='0'>
+            <bounding-box x1='44' y1='639' x2='110' y2='649'/>
+            <content>New Hampshire</content>
+         </cell>
+         <cell id='34' start-row='8' start-col='1'>
+            <bounding-box x1='231' y1='639' x2='250' y2='649'/>
+            <content>10.9</content>
+         </cell>
+         <cell id='35' start-row='8' start-col='2'>
+            <bounding-box x1='340' y1='639' x2='357' y2='649'/>
+            <content>-8.3</content>
+         </cell>
+         <cell id='36' start-row='8' start-col='3'>
+            <bounding-box x1='447' y1='639' x2='464' y2='649'/>
+            <content>-6.6</content>
+         </cell>
+         <cell id='37' start-row='8' start-col='4'>
+            <bounding-box x1='548' y1='639' x2='570' y2='649'/>
+            <content>-14.3</content>
+         </cell>
+         <cell id='38' start-row='9' start-col='0'>
+            <bounding-box x1='44' y1='629' x2='92' y2='639'/>
+            <content>New Jersey</content>
+         </cell>
+         <cell id='39' start-row='9' start-col='1'>
+            <bounding-box x1='231' y1='629' x2='250' y2='639'/>
+            <content>13.4</content>
+         </cell>
+         <cell id='40' start-row='9' start-col='2'>
+            <bounding-box x1='340' y1='629' x2='357' y2='639'/>
+            <content>-3.9</content>
+         </cell>
+         <cell id='41' start-row='9' start-col='3'>
+            <bounding-box x1='447' y1='629' x2='464' y2='639'/>
+            <content>-0.2</content>
+         </cell>
+         <cell id='42' start-row='9' start-col='4'>
+            <bounding-box x1='553' y1='629' x2='570' y2='639'/>
+            <content>-4.1</content>
+         </cell>
+         <cell id='43' start-row='10' start-col='0'>
+            <bounding-box x1='44' y1='618' x2='84' y2='628'/>
+            <content>New York</content>
+         </cell>
+         <cell id='44' start-row='10' start-col='1'>
+            <bounding-box x1='231' y1='618' x2='250' y2='628'/>
+            <content>26.9</content>
+         </cell>
+         <cell id='45' start-row='10' start-col='2'>
+            <bounding-box x1='344' y1='618' x2='357' y2='628'/>
+            <content>9.5</content>
+         </cell>
+         <cell id='46' start-row='10' start-col='3'>
+            <bounding-box x1='447' y1='618' x2='464' y2='628'/>
+            <content>-0.5</content>
+         </cell>
+         <cell id='47' start-row='10' start-col='4'>
+            <bounding-box x1='556' y1='618' x2='570' y2='628'/>
+            <content>9.0</content>
+         </cell>
+         <cell id='48' start-row='11' start-col='0'>
+            <bounding-box x1='44' y1='607' x2='98' y2='617'/>
+            <content>Pennsylvania</content>
+         </cell>
+         <cell id='49' start-row='11' start-col='1'>
+            <bounding-box x1='236' y1='607' x2='250' y2='617'/>
+            <content>5.8</content>
+         </cell>
+         <cell id='50' start-row='11' start-col='2'>
+            <bounding-box x1='340' y1='607' x2='357' y2='617'/>
+            <content>-7.0</content>
+         </cell>
+         <cell id='51' start-row='11' start-col='3'>
+            <bounding-box x1='450' y1='607' x2='464' y2='617'/>
+            <content>6.5</content>
+         </cell>
+         <cell id='52' start-row='11' start-col='4'>
+            <bounding-box x1='553' y1='607' x2='570' y2='617'/>
+            <content>-0.9</content>
+         </cell>
+         <cell id='53' start-row='12' start-col='0'>
+            <bounding-box x1='44' y1='597' x2='98' y2='607'/>
+            <content>Rhode Island</content>
+         </cell>
+         <cell id='54' start-row='12' start-col='1'>
+            <bounding-box x1='236' y1='597' x2='250' y2='607'/>
+            <content>8.3</content>
+         </cell>
+         <cell id='55' start-row='12' start-col='2'>
+            <bounding-box x1='340' y1='597' x2='357' y2='607'/>
+            <content>-7.6</content>
+         </cell>
+         <cell id='56' start-row='12' start-col='3'>
+            <bounding-box x1='447' y1='597' x2='464' y2='607'/>
+            <content>-0.8</content>
+         </cell>
+         <cell id='57' start-row='12' start-col='4'>
+            <bounding-box x1='553' y1='597' x2='570' y2='607'/>
+            <content>-8.3</content>
+         </cell>
+         <cell id='58' start-row='13' start-col='0'>
+            <bounding-box x1='44' y1='586' x2='79' y2='596'/>
+            <content>Vermont</content>
+         </cell>
+         <cell id='59' start-row='13' start-col='1'>
+            <bounding-box x1='236' y1='586' x2='250' y2='596'/>
+            <content>1.5</content>
+         </cell>
+         <cell id='60' start-row='13' start-col='2'>
+            <bounding-box x1='335' y1='586' x2='357' y2='596'/>
+            <content>-16.4</content>
+         </cell>
+         <cell id='61' start-row='13' start-col='3'>
+            <bounding-box x1='447' y1='586' x2='464' y2='596'/>
+            <content>-5.8</content>
+         </cell>
+         <cell id='62' start-row='13' start-col='4'>
+            <bounding-box x1='548' y1='586' x2='570' y2='596'/>
+            <content>-21.2</content>
+         </cell>
+         <cell id='63' start-row='14' start-col='0'>
+            <bounding-box x1='35' y1='575' x2='71' y2='585'/>
+            <content>Midwest</content>
+         </cell>
+         <cell id='64' start-row='14' start-col='1'>
+            <bounding-box x1='236' y1='575' x2='250' y2='585'/>
+            <content>5.5</content>
+         </cell>
+         <cell id='65' start-row='14' start-col='2'>
+            <bounding-box x1='340' y1='575' x2='357' y2='585'/>
+            <content>-6.0</content>
+         </cell>
+         <cell id='66' start-row='14' start-col='3'>
+            <bounding-box x1='450' y1='575' x2='464' y2='585'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='67' start-row='14' start-col='4'>
+            <bounding-box x1='553' y1='575' x2='570' y2='585'/>
+            <content>-4.5</content>
+         </cell>
+         <cell id='68' start-row='15' start-col='0'>
+            <bounding-box x1='44' y1='565' x2='70' y2='575'/>
+            <content>Illinois</content>
+         </cell>
+         <cell id='69' start-row='15' start-col='1'>
+            <bounding-box x1='236' y1='565' x2='250' y2='575'/>
+            <content>5.5</content>
+         </cell>
+         <cell id='70' start-row='15' start-col='2'>
+            <bounding-box x1='340' y1='565' x2='357' y2='575'/>
+            <content>-0.9</content>
+         </cell>
+         <cell id='71' start-row='15' start-col='3'>
+            <bounding-box x1='450' y1='565' x2='464' y2='575'/>
+            <content>0.5</content>
+         </cell>
+         <cell id='72' start-row='15' start-col='4'>
+            <bounding-box x1='553' y1='565' x2='570' y2='575'/>
+            <content>-0.4</content>
+         </cell>
+         <cell id='73' start-row='16' start-col='0'>
+            <bounding-box x1='44' y1='554' x2='75' y2='564'/>
+            <content>Indiana</content>
+         </cell>
+         <cell id='74' start-row='16' start-col='1'>
+            <bounding-box x1='231' y1='554' x2='250' y2='564'/>
+            <content>13.7</content>
+         </cell>
+         <cell id='75' start-row='16' start-col='2'>
+            <bounding-box x1='343' y1='554' x2='357' y2='564'/>
+            <content>2.1</content>
+         </cell>
+         <cell id='76' start-row='16' start-col='3'>
+            <bounding-box x1='450' y1='554' x2='464' y2='564'/>
+            <content>2.4</content>
+         </cell>
+         <cell id='77' start-row='16' start-col='4'>
+            <bounding-box x1='556' y1='554' x2='570' y2='564'/>
+            <content>4.5</content>
+         </cell>
+         <cell id='78' start-row='17' start-col='0'>
+            <bounding-box x1='44' y1='543' x2='65' y2='553'/>
+            <content>Iowa</content>
+         </cell>
+         <cell id='79' start-row='17' start-col='1'>
+            <bounding-box x1='233' y1='543' x2='250' y2='553'/>
+            <content>-1.2</content>
+         </cell>
+         <cell id='80' start-row='17' start-col='2'>
+            <bounding-box x1='340' y1='543' x2='357' y2='553'/>
+            <content>-3.7</content>
+         </cell>
+         <cell id='81' start-row='17' start-col='3'>
+            <bounding-box x1='450' y1='543' x2='464' y2='553'/>
+            <content>2.7</content>
+         </cell>
+         <cell id='82' start-row='17' start-col='4'>
+            <bounding-box x1='553' y1='543' x2='570' y2='553'/>
+            <content>-1.1</content>
+         </cell>
+         <cell id='83' start-row='18' start-col='0'>
+            <bounding-box x1='44' y1='533' x2='75' y2='543'/>
+            <content>Kansas</content>
+         </cell>
+         <cell id='84' start-row='18' start-col='1'>
+            <bounding-box x1='236' y1='533' x2='250' y2='543'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='85' start-row='18' start-col='2'>
+            <bounding-box x1='343' y1='533' x2='357' y2='543'/>
+            <content>4.6</content>
+         </cell>
+         <cell id='86' start-row='18' start-col='3'>
+            <bounding-box x1='450' y1='533' x2='464' y2='543'/>
+            <content>6.7</content>
+         </cell>
+         <cell id='87' start-row='18' start-col='4'>
+            <bounding-box x1='551' y1='533' x2='570' y2='543'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='88' start-row='19' start-col='0'>
+            <bounding-box x1='44' y1='522' x2='82' y2='532'/>
+            <content>Michigan</content>
+         </cell>
+         <cell id='89' start-row='19' start-col='1'>
+            <bounding-box x1='231' y1='522' x2='250' y2='532'/>
+            <content>14.1</content>
+         </cell>
+         <cell id='90' start-row='19' start-col='2'>
+            <bounding-box x1='335' y1='522' x2='357' y2='532'/>
+            <content>-11.4</content>
+         </cell>
+         <cell id='91' start-row='19' start-col='3'>
+            <bounding-box x1='447' y1='522' x2='464' y2='532'/>
+            <content>-5.5</content>
+         </cell>
+         <cell id='92' start-row='19' start-col='4'>
+            <bounding-box x1='548' y1='522' x2='570' y2='532'/>
+            <content>-16.3</content>
+         </cell>
+         <cell id='93' start-row='20' start-col='0'>
+            <bounding-box x1='44' y1='511' x2='87' y2='521'/>
+            <content>Minnesota</content>
+         </cell>
+         <cell id='94' start-row='20' start-col='1'>
+            <bounding-box x1='236' y1='511' x2='250' y2='521'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='95' start-row='20' start-col='2'>
+            <bounding-box x1='340' y1='511' x2='357' y2='521'/>
+            <content>-5.3</content>
+         </cell>
+         <cell id='96' start-row='20' start-col='3'>
+            <bounding-box x1='445' y1='511' x2='464' y2='521'/>
+            <content>10.0</content>
+         </cell>
+         <cell id='97' start-row='20' start-col='4'>
+            <bounding-box x1='556' y1='511' x2='570' y2='521'/>
+            <content>4.1</content>
+         </cell>
+         <cell id='98' start-row='21' start-col='0'>
+            <bounding-box x1='44' y1='501' x2='79' y2='511'/>
+            <content>Missouri</content>
+         </cell>
+         <cell id='99' start-row='21' start-col='1'>
+            <bounding-box x1='236' y1='501' x2='250' y2='511'/>
+            <content>8.6</content>
+         </cell>
+         <cell id='100' start-row='21' start-col='2'>
+            <bounding-box x1='340' y1='501' x2='357' y2='511'/>
+            <content>-2.0</content>
+         </cell>
+         <cell id='101' start-row='21' start-col='3'>
+            <bounding-box x1='450' y1='501' x2='464' y2='511'/>
+            <content>0.8</content>
+         </cell>
+         <cell id='102' start-row='21' start-col='4'>
+            <bounding-box x1='553' y1='501' x2='570' y2='511'/>
+            <content>-1.2</content>
+         </cell>
+         <cell id='103' start-row='22' start-col='0'>
+            <bounding-box x1='44' y1='490' x2='84' y2='500'/>
+            <content>Nebraska</content>
+         </cell>
+         <cell id='104' start-row='22' start-col='1'>
+            <bounding-box x1='233' y1='490' x2='250' y2='500'/>
+            <content>-4.0</content>
+         </cell>
+         <cell id='105' start-row='22' start-col='2'>
+            <bounding-box x1='343' y1='490' x2='357' y2='500'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='106' start-row='22' start-col='3'>
+            <bounding-box x1='445' y1='490' x2='464' y2='500'/>
+            <content>13.0</content>
+         </cell>
+         <cell id='107' start-row='22' start-col='4'>
+            <bounding-box x1='551' y1='490' x2='570' y2='500'/>
+            <content>14.3</content>
+         </cell>
+         <cell id='108' start-row='23' start-col='0'>
+            <bounding-box x1='44' y1='479' x2='99' y2='489'/>
+            <content>North Dakota</content>
+         </cell>
+         <cell id='109' start-row='23' start-col='1'>
+            <bounding-box x1='233' y1='479' x2='250' y2='489'/>
+            <content>-8.3</content>
+         </cell>
+         <cell id='110' start-row='23' start-col='2'>
+            <bounding-box x1='340' y1='479' x2='357' y2='489'/>
+            <content>-2.5</content>
+         </cell>
+         <cell id='111' start-row='23' start-col='3'>
+            <bounding-box x1='445' y1='479' x2='464' y2='489'/>
+            <content>12.8</content>
+         </cell>
+         <cell id='112' start-row='23' start-col='4'>
+            <bounding-box x1='556' y1='479' x2='570' y2='489'/>
+            <content>9.9</content>
+         </cell>
+         <cell id='113' start-row='24' start-col='0'>
+            <bounding-box x1='44' y1='469' x2='64' y2='479'/>
+            <content>Ohio</content>
+         </cell>
+         <cell id='114' start-row='24' start-col='1'>
+            <bounding-box x1='236' y1='469' x2='250' y2='479'/>
+            <content>2.7</content>
+         </cell>
+         <cell id='115' start-row='24' start-col='2'>
+            <bounding-box x1='335' y1='469' x2='357' y2='479'/>
+            <content>-17.0</content>
+         </cell>
+         <cell id='116' start-row='24' start-col='3'>
+            <bounding-box x1='447' y1='469' x2='464' y2='479'/>
+            <content>-1.4</content>
+         </cell>
+         <cell id='117' start-row='24' start-col='4'>
+            <bounding-box x1='548' y1='469' x2='570' y2='479'/>
+            <content>-18.2</content>
+         </cell>
+         <cell id='118' start-row='25' start-col='0'>
+            <bounding-box x1='44' y1='458' x2='100' y2='468'/>
+            <content>South Dakota</content>
+         </cell>
+         <cell id='119' start-row='25' start-col='1'>
+            <bounding-box x1='233' y1='458' x2='250' y2='468'/>
+            <content>-9.8</content>
+         </cell>
+         <cell id='120' start-row='25' start-col='2'>
+            <bounding-box x1='343' y1='458' x2='357' y2='468'/>
+            <content>0.2</content>
+         </cell>
+         <cell id='121' start-row='25' start-col='3'>
+            <bounding-box x1='450' y1='458' x2='464' y2='468'/>
+            <content>8.8</content>
+         </cell>
+         <cell id='122' start-row='25' start-col='4'>
+            <bounding-box x1='556' y1='458' x2='570' y2='468'/>
+            <content>9.1</content>
+         </cell>
+         <cell id='123' start-row='26' start-col='0'>
+            <bounding-box x1='44' y1='447' x2='87' y2='457'/>
+            <content>Wisconsin</content>
+         </cell>
+         <cell id='124' start-row='26' start-col='1'>
+            <bounding-box x1='236' y1='447' x2='250' y2='457'/>
+            <content>4.2</content>
+         </cell>
+         <cell id='125' start-row='26' start-col='2'>
+            <bounding-box x1='340' y1='447' x2='357' y2='457'/>
+            <content>-7.8</content>
+         </cell>
+         <cell id='126' start-row='26' start-col='3'>
+            <bounding-box x1='450' y1='447' x2='464' y2='457'/>
+            <content>3.7</content>
+         </cell>
+         <cell id='127' start-row='26' start-col='4'>
+            <bounding-box x1='553' y1='447' x2='570' y2='457'/>
+            <content>-4.4</content>
+         </cell>
+         <cell id='128' start-row='27' start-col='0'>
+            <bounding-box x1='35' y1='437' x2='60' y2='447'/>
+            <content>South</content>
+         </cell>
+         <cell id='129' start-row='27' start-col='1'>
+            <bounding-box x1='231' y1='437' x2='250' y2='447'/>
+            <content>12.8</content>
+         </cell>
+         <cell id='130' start-row='27' start-col='2'>
+            <bounding-box x1='343' y1='437' x2='357' y2='447'/>
+            <content>5.5</content>
+         </cell>
+         <cell id='131' start-row='27' start-col='3'>
+            <bounding-box x1='450' y1='437' x2='464' y2='447'/>
+            <content>5.3</content>
+         </cell>
+         <cell id='132' start-row='27' start-col='4'>
+            <bounding-box x1='551' y1='437' x2='570' y2='447'/>
+            <content>11.1</content>
+         </cell>
+         <cell id='133' start-row='28' start-col='0'>
+            <bounding-box x1='45' y1='426' x2='81' y2='436'/>
+            <content>Alabama</content>
+         </cell>
+         <cell id='134' start-row='28' start-col='1'>
+            <bounding-box x1='231' y1='426' x2='250' y2='436'/>
+            <content>15.4</content>
+         </cell>
+         <cell id='135' start-row='28' start-col='2'>
+            <bounding-box x1='344' y1='426' x2='357' y2='436'/>
+            <content>4.5</content>
+         </cell>
+         <cell id='136' start-row='28' start-col='3'>
+            <bounding-box x1='450' y1='426' x2='464' y2='436'/>
+            <content>1.5</content>
+         </cell>
+         <cell id='137' start-row='28' start-col='4'>
+            <bounding-box x1='556' y1='426' x2='570' y2='436'/>
+            <content>6.1</content>
+         </cell>
+         <cell id='138' start-row='29' start-col='0'>
+            <bounding-box x1='44' y1='415' x2='83' y2='425'/>
+            <content>Arkansas</content>
+         </cell>
+         <cell id='139' start-row='29' start-col='1'>
+            <bounding-box x1='236' y1='415' x2='250' y2='425'/>
+            <content>3.2</content>
+         </cell>
+         <cell id='140' start-row='29' start-col='2'>
+            <bounding-box x1='344' y1='415' x2='357' y2='425'/>
+            <content>3.3</content>
+         </cell>
+         <cell id='141' start-row='29' start-col='3'>
+            <bounding-box x1='450' y1='415' x2='464' y2='425'/>
+            <content>3.5</content>
+         </cell>
+         <cell id='142' start-row='29' start-col='4'>
+            <bounding-box x1='556' y1='415' x2='570' y2='425'/>
+            <content>6.9</content>
+         </cell>
+         <cell id='143' start-row='30' start-col='0'>
+            <bounding-box x1='44' y1='404' x2='83' y2='414'/>
+            <content>Delaware</content>
+         </cell>
+         <cell id='144' start-row='30' start-col='1'>
+            <bounding-box x1='231' y1='404' x2='250' y2='414'/>
+            <content>12.8</content>
+         </cell>
+         <cell id='145' start-row='30' start-col='2'>
+            <bounding-box x1='344' y1='404' x2='357' y2='414'/>
+            <content>1.9</content>
+         </cell>
+         <cell id='146' start-row='30' start-col='3'>
+            <bounding-box x1='445' y1='404' x2='464' y2='414'/>
+            <content>11.1</content>
+         </cell>
+         <cell id='147' start-row='30' start-col='4'>
+            <bounding-box x1='551' y1='404' x2='570' y2='414'/>
+            <content>13.3</content>
+         </cell>
+         <cell id='148' start-row='31' start-col='0'>
+            <bounding-box x1='44' y1='394' x2='125' y2='404'/>
+            <content>District of Columbia</content>
+         </cell>
+         <cell id='149' start-row='31' start-col='1'>
+            <bounding-box x1='231' y1='394' x2='250' y2='404'/>
+            <content>16.0</content>
+         </cell>
+         <cell id='150' start-row='31' start-col='2'>
+            <bounding-box x1='335' y1='394' x2='357' y2='404'/>
+            <content>-20.7</content>
+         </cell>
+         <cell id='151' start-row='31' start-col='3'>
+            <bounding-box x1='447' y1='394' x2='464' y2='404'/>
+            <content>-9.7</content>
+         </cell>
+         <cell id='152' start-row='31' start-col='4'>
+            <bounding-box x1='548' y1='394' x2='570' y2='404'/>
+            <content>-28.3</content>
+         </cell>
+         <cell id='153' start-row='32' start-col='0'>
+            <bounding-box x1='44' y1='383' x2='73' y2='393'/>
+            <content>Florida</content>
+         </cell>
+         <cell id='154' start-row='32' start-col='1'>
+            <bounding-box x1='231' y1='383' x2='250' y2='393'/>
+            <content>16.8</content>
+         </cell>
+         <cell id='155' start-row='32' start-col='2'>
+            <bounding-box x1='344' y1='383' x2='357' y2='393'/>
+            <content>4.9</content>
+         </cell>
+         <cell id='156' start-row='32' start-col='3'>
+            <bounding-box x1='450' y1='383' x2='464' y2='393'/>
+            <content>1.9</content>
+         </cell>
+         <cell id='157' start-row='32' start-col='4'>
+            <bounding-box x1='556' y1='383' x2='570' y2='393'/>
+            <content>6.9</content>
+         </cell>
+         <cell id='158' start-row='33' start-col='0'>
+            <bounding-box x1='44' y1='372' x2='77' y2='382'/>
+            <content>Georgia</content>
+         </cell>
+         <cell id='159' start-row='33' start-col='1'>
+            <bounding-box x1='231' y1='372' x2='250' y2='382'/>
+            <content>28.4</content>
+         </cell>
+         <cell id='160' start-row='33' start-col='2'>
+            <bounding-box x1='344' y1='372' x2='357' y2='382'/>
+            <content>7.2</content>
+         </cell>
+         <cell id='161' start-row='33' start-col='3'>
+            <bounding-box x1='450' y1='372' x2='464' y2='382'/>
+            <content>1.9</content>
+         </cell>
+         <cell id='162' start-row='33' start-col='4'>
+            <bounding-box x1='551' y1='372' x2='570' y2='382'/>
+            <content>10.0</content>
+         </cell>
+         <cell id='163' start-row='34' start-col='0'>
+            <bounding-box x1='44' y1='362' x2='83' y2='372'/>
+            <content>Kentucky</content>
+         </cell>
+         <cell id='164' start-row='34' start-col='1'>
+            <bounding-box x1='231' y1='362' x2='250' y2='372'/>
+            <content>10.8</content>
+         </cell>
+         <cell id='165' start-row='34' start-col='2'>
+            <bounding-box x1='340' y1='362' x2='357' y2='372'/>
+            <content>-5.4</content>
+         </cell>
+         <cell id='166' start-row='34' start-col='3'>
+            <bounding-box x1='450' y1='362' x2='464' y2='372'/>
+            <content>2.2</content>
+         </cell>
+         <cell id='167' start-row='34' start-col='4'>
+            <bounding-box x1='553' y1='362' x2='570' y2='372'/>
+            <content>-3.3</content>
+         </cell>
+         <cell id='168' start-row='35' start-col='0'>
+            <bounding-box x1='44' y1='351' x2='84' y2='361'/>
+            <content>Louisiana</content>
+         </cell>
+         <cell id='169' start-row='35' start-col='1'>
+            <bounding-box x1='233' y1='351' x2='250' y2='361'/>
+            <content>-3.8</content>
+         </cell>
+         <cell id='170' start-row='35' start-col='2'>
+            <bounding-box x1='340' y1='351' x2='357' y2='361'/>
+            <content>-1.6</content>
+         </cell>
+         <cell id='171' start-row='35' start-col='3'>
+            <bounding-box x1='450' y1='351' x2='464' y2='361'/>
+            <content>3.1</content>
+         </cell>
+         <cell id='172' start-row='35' start-col='4'>
+            <bounding-box x1='556' y1='351' x2='570' y2='361'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='173' start-row='36' start-col='0'>
+            <bounding-box x1='44' y1='340' x2='83' y2='350'/>
+            <content>Maryland</content>
+         </cell>
+         <cell id='174' start-row='36' start-col='1'>
+            <bounding-box x1='231' y1='340' x2='250' y2='350'/>
+            <content>10.3</content>
+         </cell>
+         <cell id='175' start-row='36' start-col='2'>
+            <bounding-box x1='340' y1='340' x2='357' y2='350'/>
+            <content>-3.2</content>
+         </cell>
+         <cell id='176' start-row='36' start-col='3'>
+            <bounding-box x1='450' y1='340' x2='464' y2='350'/>
+            <content>6.6</content>
+         </cell>
+         <cell id='177' start-row='36' start-col='4'>
+            <bounding-box x1='556' y1='340' x2='570' y2='350'/>
+            <content>3.1</content>
+         </cell>
+         <cell id='178' start-row='37' start-col='0'>
+            <bounding-box x1='44' y1='330' x2='90' y2='340'/>
+            <content>Mississippi</content>
+         </cell>
+         <cell id='179' start-row='37' start-col='1'>
+            <bounding-box x1='236' y1='330' x2='250' y2='340'/>
+            <content>3.2</content>
+         </cell>
+         <cell id='180' start-row='37' start-col='2'>
+            <bounding-box x1='344' y1='330' x2='357' y2='340'/>
+            <content>3.2</content>
+         </cell>
+         <cell id='181' start-row='37' start-col='3'>
+            <bounding-box x1='450' y1='330' x2='464' y2='340'/>
+            <content>2.3</content>
+         </cell>
+         <cell id='182' start-row='37' start-col='4'>
+            <bounding-box x1='556' y1='330' x2='570' y2='340'/>
+            <content>5.7</content>
+         </cell>
+         <cell id='183' start-row='38' start-col='0'>
+            <bounding-box x1='44' y1='319' x2='104' y2='329'/>
+            <content>North Carolina</content>
+         </cell>
+         <cell id='184' start-row='38' start-col='1'>
+            <bounding-box x1='231' y1='319' x2='250' y2='329'/>
+            <content>20.2</content>
+         </cell>
+         <cell id='185' start-row='38' start-col='2'>
+            <bounding-box x1='344' y1='319' x2='357' y2='329'/>
+            <content>4.8</content>
+         </cell>
+         <cell id='186' start-row='38' start-col='3'>
+            <bounding-box x1='447' y1='319' x2='464' y2='329'/>
+            <content>-2.9</content>
+         </cell>
+         <cell id='187' start-row='38' start-col='4'>
+            <bounding-box x1='556' y1='319' x2='570' y2='329'/>
+            <content>1.8</content>
+         </cell>
+         <cell id='188' start-row='39' start-col='0'>
+            <bounding-box x1='44' y1='308' x2='86' y2='318'/>
+            <content>Oklahoma</content>
+         </cell>
+         <cell id='189' start-row='39' start-col='1'>
+            <bounding-box x1='236' y1='308' x2='250' y2='318'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='190' start-row='39' start-col='2'>
+            <bounding-box x1='344' y1='308' x2='357' y2='318'/>
+            <content>5.1</content>
+         </cell>
+         <cell id='191' start-row='39' start-col='3'>
+            <bounding-box x1='450' y1='308' x2='464' y2='318'/>
+            <content>6.4</content>
+         </cell>
+         <cell id='192' start-row='39' start-col='4'>
+            <bounding-box x1='551' y1='308' x2='570' y2='318'/>
+            <content>11.9</content>
+         </cell>
+         <cell id='193' start-row='40' start-col='0'>
+            <bounding-box x1='44' y1='298' x2='105' y2='308'/>
+            <content>South Carolina</content>
+         </cell>
+         <cell id='194' start-row='40' start-col='1'>
+            <bounding-box x1='231' y1='298' x2='250' y2='308'/>
+            <content>17.7</content>
+         </cell>
+         <cell id='195' start-row='40' start-col='2'>
+            <bounding-box x1='343' y1='298' x2='357' y2='308'/>
+            <content>3.2</content>
+         </cell>
+         <cell id='196' start-row='40' start-col='3'>
+            <bounding-box x1='450' y1='298' x2='464' y2='308'/>
+            <content>5.8</content>
+         </cell>
+         <cell id='197' start-row='40' start-col='4'>
+            <bounding-box x1='556' y1='298' x2='570' y2='308'/>
+            <content>9.1</content>
+         </cell>
+         <cell id='200' start-row='41' start-col='1'>
+            <bounding-box x1='231' y1='287' x2='250' y2='297'/>
+            <content>31.0</content>
+         </cell>
+         <cell id='201' start-row='41' start-col='2'>
+            <bounding-box x1='340' y1='287' x2='357' y2='297'/>
+            <content>-0.4</content>
+         </cell>
+         <cell id='202' start-row='41' start-col='3'>
+            <bounding-box x1='450' y1='287' x2='464' y2='297'/>
+            <content>3.7</content>
+         </cell>
+         <cell id='203' start-row='41' start-col='4'>
+            <bounding-box x1='556' y1='287' x2='570' y2='297'/>
+            <content>3.3</content>
+         </cell>
+         <cell id='206' start-row='42' start-col='1'>
+            <bounding-box x1='236' y1='276' x2='250' y2='286'/>
+            <content>8.2</content>
+         </cell>
+         <cell id='207' start-row='42' start-col='2'>
+            <bounding-box x1='338' y1='276' x2='357' y2='286'/>
+            <content>14.7</content>
+         </cell>
+         <cell id='208' start-row='42' start-col='3'>
+            <bounding-box x1='445' y1='276' x2='464' y2='286'/>
+            <content>11.8</content>
+         </cell>
+         <cell id='209' start-row='42' start-col='4'>
+            <bounding-box x1='551' y1='276' x2='570' y2='286'/>
+            <content>28.2</content>
+         </cell>
+         <cell id='210' start-row='43' start-col='0'>
+            <bounding-box x1='44' y1='266' x2='74' y2='276'/>
+            <content>Virginia</content>
+         </cell>
+         <cell id='211' start-row='43' start-col='1'>
+            <bounding-box x1='231' y1='266' x2='250' y2='276'/>
+            <content>10.6</content>
+         </cell>
+         <cell id='212' start-row='43' start-col='2'>
+            <bounding-box x1='343' y1='266' x2='357' y2='276'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='213' start-row='43' start-col='3'>
+            <bounding-box x1='450' y1='266' x2='464' y2='276'/>
+            <content>6.2</content>
+         </cell>
+         <cell id='214' start-row='43' start-col='4'>
+            <bounding-box x1='556' y1='266' x2='570' y2='276'/>
+            <content>7.7</content>
+         </cell>
+         <cell id='215' start-row='44' start-col='0'>
+            <bounding-box x1='44' y1='255' x2='97' y2='265'/>
+            <content>West Virginia</content>
+         </cell>
+         <cell id='216' start-row='44' start-col='1'>
+            <bounding-box x1='236' y1='255' x2='250' y2='265'/>
+            <content>2.0</content>
+         </cell>
+         <cell id='217' start-row='44' start-col='2'>
+            <bounding-box x1='340' y1='255' x2='357' y2='265'/>
+            <content>-3.8</content>
+         </cell>
+         <cell id='218' start-row='44' start-col='3'>
+            <bounding-box x1='450' y1='255' x2='464' y2='265'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='219' start-row='44' start-col='4'>
+            <bounding-box x1='553' y1='255' x2='570' y2='265'/>
+            <content>-2.5</content>
+         </cell>
+         <cell id='220' start-row='45' start-col='0'>
+            <bounding-box x1='35' y1='244' x2='56' y2='254'/>
+            <content>West</content>
+         </cell>
+         <cell id='221' start-row='45' start-col='1'>
+            <bounding-box x1='236' y1='244' x2='250' y2='254'/>
+            <content>9.3</content>
+         </cell>
+         <cell id='222' start-row='45' start-col='2'>
+            <bounding-box x1='343' y1='244' x2='357' y2='254'/>
+            <content>1.9</content>
+         </cell>
+         <cell id='223' start-row='45' start-col='3'>
+            <bounding-box x1='450' y1='244' x2='464' y2='254'/>
+            <content>6.3</content>
+         </cell>
+         <cell id='224' start-row='45' start-col='4'>
+            <bounding-box x1='556' y1='244' x2='570' y2='254'/>
+            <content>8.4</content>
+         </cell>
+         <cell id='225' start-row='46' start-col='0'>
+            <bounding-box x1='44' y1='234' x2='72' y2='244'/>
+            <content>Alaska</content>
+         </cell>
+         <cell id='226' start-row='46' start-col='1'>
+            <bounding-box x1='231' y1='234' x2='250' y2='244'/>
+            <content>10.7</content>
+         </cell>
+         <cell id='227' start-row='46' start-col='2'>
+            <bounding-box x1='340' y1='234' x2='357' y2='244'/>
+            <content>-8.0</content>
+         </cell>
+         <cell id='228' start-row='46' start-col='3'>
+            <bounding-box x1='450' y1='234' x2='464' y2='244'/>
+            <content>8.4</content>
+         </cell>
+         <cell id='229' start-row='46' start-col='4'>
+            <bounding-box x1='553' y1='234' x2='570' y2='244'/>
+            <content>-0.2</content>
+         </cell>
+         <cell id='230' start-row='47' start-col='0'>
+            <bounding-box x1='44' y1='223' x2='75' y2='233'/>
+            <content>Arizona</content>
+         </cell>
+         <cell id='231' start-row='47' start-col='1'>
+            <bounding-box x1='231' y1='223' x2='250' y2='233'/>
+            <content>37.1</content>
+         </cell>
+         <cell id='232' start-row='47' start-col='2'>
+            <bounding-box x1='340' y1='223' x2='357' y2='233'/>
+            <content>-5.3</content>
+         </cell>
+         <cell id='233' start-row='47' start-col='3'>
+            <bounding-box x1='445' y1='223' x2='464' y2='233'/>
+            <content>12.4</content>
+         </cell>
+         <cell id='234' start-row='47' start-col='4'>
+            <bounding-box x1='556' y1='223' x2='570' y2='233'/>
+            <content>6.4</content>
+         </cell>
+         <cell id='235' start-row='48' start-col='0'>
+            <bounding-box x1='44' y1='212' x2='83' y2='222'/>
+            <content>California</content>
+         </cell>
+         <cell id='236' start-row='48' start-col='1'>
+            <bounding-box x1='236' y1='212' x2='250' y2='222'/>
+            <content>8.4</content>
+         </cell>
+         <cell id='237' start-row='48' start-col='2'>
+            <bounding-box x1='340' y1='212' x2='357' y2='222'/>
+            <content>-0.2</content>
+         </cell>
+         <cell id='238' start-row='48' start-col='3'>
+            <bounding-box x1='450' y1='212' x2='464' y2='222'/>
+            <content>4.6</content>
+         </cell>
+         <cell id='239' start-row='48' start-col='4'>
+            <bounding-box x1='556' y1='212' x2='570' y2='222'/>
+            <content>4.4</content>
+         </cell>
+         <cell id='240' start-row='49' start-col='0'>
+            <bounding-box x1='44' y1='202' x2='82' y2='212'/>
+            <content>Colorado</content>
+         </cell>
+         <cell id='241' start-row='49' start-col='1'>
+            <bounding-box x1='236' y1='202' x2='250' y2='212'/>
+            <content>6.0</content>
+         </cell>
+         <cell id='242' start-row='49' start-col='2'>
+            <bounding-box x1='338' y1='202' x2='357' y2='212'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='243' start-row='49' start-col='3'>
+            <bounding-box x1='445' y1='202' x2='464' y2='212'/>
+            <content>11.5</content>
+         </cell>
+         <cell id='244' start-row='49' start-col='4'>
+            <bounding-box x1='551' y1='202' x2='570' y2='212'/>
+            <content>24.5</content>
+         </cell>
+         <cell id='245' start-row='50' start-col='0'>
+            <bounding-box x1='44' y1='191' x2='72' y2='201'/>
+            <content>Hawaii</content>
+         </cell>
+         <cell id='246' start-row='50' start-col='1'>
+            <bounding-box x1='231' y1='191' x2='250' y2='201'/>
+            <content>11.5</content>
+         </cell>
+         <cell id='247' start-row='50' start-col='2'>
+            <bounding-box x1='340' y1='191' x2='357' y2='201'/>
+            <content>-9.7</content>
+         </cell>
+         <cell id='248' start-row='50' start-col='3'>
+            <bounding-box x1='450' y1='191' x2='464' y2='201'/>
+            <content>3.0</content>
+         </cell>
+         <cell id='249' start-row='50' start-col='4'>
+            <bounding-box x1='553' y1='191' x2='570' y2='201'/>
+            <content>-7.0</content>
+         </cell>
+         <cell id='250' start-row='51' start-col='0'>
+            <bounding-box x1='44' y1='180' x2='68' y2='190'/>
+            <content>Idaho</content>
+         </cell>
+         <cell id='251' start-row='51' start-col='1'>
+            <bounding-box x1='236' y1='180' x2='250' y2='190'/>
+            <content>8.1</content>
+         </cell>
+         <cell id='252' start-row='51' start-col='2'>
+            <bounding-box x1='343' y1='180' x2='357' y2='190'/>
+            <content>1.7</content>
+         </cell>
+         <cell id='253' start-row='51' start-col='3'>
+            <bounding-box x1='450' y1='180' x2='464' y2='190'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='254' start-row='51' start-col='4'>
+            <bounding-box x1='556' y1='180' x2='570' y2='190'/>
+            <content>6.1</content>
+         </cell>
+         <cell id='255' start-row='52' start-col='0'>
+            <bounding-box x1='44' y1='170' x2='81' y2='180'/>
+            <content>Montana</content>
+         </cell>
+         <cell id='256' start-row='52' start-col='1'>
+            <bounding-box x1='233' y1='170' x2='250' y2='180'/>
+            <content>-4.0</content>
+         </cell>
+         <cell id='257' start-row='52' start-col='2'>
+            <bounding-box x1='335' y1='170' x2='357' y2='180'/>
+            <content>-10.1</content>
+         </cell>
+         <cell id='258' start-row='52' start-col='3'>
+            <bounding-box x1='450' y1='170' x2='464' y2='180'/>
+            <content>5.7</content>
+         </cell>
+         <cell id='259' start-row='52' start-col='4'>
+            <bounding-box x1='553' y1='170' x2='570' y2='180'/>
+            <content>-4.9</content>
+         </cell>
+         <cell id='260' start-row='53' start-col='0'>
+            <bounding-box x1='44' y1='159' x2='76' y2='169'/>
+            <content>Nevada</content>
+         </cell>
+         <cell id='261' start-row='53' start-col='1'>
+            <bounding-box x1='231' y1='159' x2='250' y2='169'/>
+            <content>30.9</content>
+         </cell>
+         <cell id='262' start-row='53' start-col='2'>
+            <bounding-box x1='338' y1='159' x2='357' y2='169'/>
+            <content>28.0</content>
+         </cell>
+         <cell id='263' start-row='53' start-col='3'>
+            <bounding-box x1='450' y1='159' x2='464' y2='169'/>
+            <content>3.6</content>
+         </cell>
+         <cell id='264' start-row='53' start-col='4'>
+            <bounding-box x1='551' y1='159' x2='570' y2='169'/>
+            <content>32.5</content>
+         </cell>
+         <cell id='265' start-row='54' start-col='0'>
+            <bounding-box x1='44' y1='148' x2='95' y2='158'/>
+            <content>New Mexico</content>
+         </cell>
+         <cell id='266' start-row='54' start-col='1'>
+            <bounding-box x1='236' y1='148' x2='250' y2='158'/>
+            <content>0.2</content>
+         </cell>
+         <cell id='267' start-row='54' start-col='2'>
+            <bounding-box x1='343' y1='148' x2='357' y2='158'/>
+            <content>5.1</content>
+         </cell>
+         <cell id='268' start-row='54' start-col='3'>
+            <bounding-box x1='450' y1='148' x2='464' y2='158'/>
+            <content>9.0</content>
+         </cell>
+         <cell id='269' start-row='54' start-col='4'>
+            <bounding-box x1='551' y1='148' x2='570' y2='158'/>
+            <content>14.6</content>
+         </cell>
+         <cell id='270' start-row='55' start-col='0'>
+            <bounding-box x1='44' y1='138' x2='75' y2='148'/>
+            <content>Oregon</content>
+         </cell>
+         <cell id='271' start-row='55' start-col='1'>
+            <bounding-box x1='236' y1='138' x2='250' y2='148'/>
+            <content>6.6</content>
+         </cell>
+         <cell id='272' start-row='55' start-col='2'>
+            <bounding-box x1='340' y1='138' x2='357' y2='148'/>
+            <content>-0.5</content>
+         </cell>
+         <cell id='273' start-row='55' start-col='3'>
+            <bounding-box x1='450' y1='138' x2='464' y2='148'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='274' start-row='55' start-col='4'>
+            <bounding-box x1='556' y1='138' x2='570' y2='148'/>
+            <content>0.6</content>
+         </cell>
+         <cell id='275' start-row='56' start-col='0'>
+            <bounding-box x1='44' y1='127' x2='65' y2='137'/>
+            <content>Utah</content>
+         </cell>
+         <cell id='276' start-row='56' start-col='1'>
+            <bounding-box x1='236' y1='127' x2='250' y2='137'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='277' start-row='56' start-col='2'>
+            <bounding-box x1='339' y1='127' x2='357' y2='137'/>
+            <content>13.3</content>
+         </cell>
+         <cell id='278' start-row='56' start-col='3'>
+            <bounding-box x1='445' y1='127' x2='464' y2='137'/>
+            <content>15.4</content>
+         </cell>
+         <cell id='279' start-row='56' start-col='4'>
+            <bounding-box x1='551' y1='127' x2='570' y2='137'/>
+            <content>30.7</content>
+         </cell>
+         <cell id='280' start-row='57' start-col='0'>
+            <bounding-box x1='44' y1='116' x2='93' y2='126'/>
+            <content>Washington</content>
+         </cell>
+         <cell id='281' start-row='57' start-col='1'>
+            <bounding-box x1='236' y1='116' x2='250' y2='126'/>
+            <content>2.4</content>
+         </cell>
+         <cell id='282' start-row='57' start-col='2'>
+            <bounding-box x1='344' y1='116' x2='357' y2='126'/>
+            <content>6.5</content>
+         </cell>
+         <cell id='283' start-row='57' start-col='3'>
+            <bounding-box x1='450' y1='116' x2='464' y2='126'/>
+            <content>5.1</content>
+         </cell>
+         <cell id='284' start-row='57' start-col='4'>
+            <bounding-box x1='551' y1='116' x2='570' y2='126'/>
+            <content>12.0</content>
+         </cell>
+         <cell id='285' start-row='58' start-col='0'>
+            <bounding-box x1='44' y1='106' x2='83' y2='116'/>
+            <content>Wyoming</content>
+         </cell>
+         <cell id='286' start-row='58' start-col='1'>
+            <bounding-box x1='233' y1='106' x2='250' y2='116'/>
+            <content>-5.8</content>
+         </cell>
+         <cell id='287' start-row='58' start-col='2'>
+            <bounding-box x1='344' y1='106' x2='357' y2='116'/>
+            <content>3.2</content>
+         </cell>
+         <cell id='288' start-row='58' start-col='3'>
+            <bounding-box x1='445' y1='106' x2='464' y2='116'/>
+            <content>10.8</content>
+         </cell>
+         <cell id='289' start-row='58' start-col='4'>
+            <bounding-box x1='551' y1='106' x2='570' y2='116'/>
+            <content>14.3</content>
+         </cell>
+         <cell id='1' start-row='41' start-col='0'>
+            <bounding-box x1='44' y1='287' x2='87' y2='296'/>
+            <content>Tennessee</content>
+            <instruction instr-id='265' subinstr-id='0'/>
+            <instruction instr-id='265' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='42' start-col='0'>
+            <bounding-box x1='44' y1='276' x2='67' y2='285'/>
+            <content>Texas</content>
+            <instruction instr-id='267' subinstr-id='0'/>
+            <instruction instr-id='267' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' col-increment='0' row-increment='-1' page='4'>
+         <cell id='2' start-row='1' start-col='1' end-col='3'>
+            <bounding-box x1='217' y1='709' x2='298' y2='719'/>
+            <content>Number of teachers</content>
+         </cell>
+         <cell id='3' start-row='1' start-col='4' end-col='6'>
+            <bounding-box x1='427' y1='709' x2='544' y2='719'/>
+            <content>Number of new teacher hires</content>
+         </cell>
+         <cell id='4' start-row='2' start-col='2' end-col='3'>
+            <bounding-box x1='283' y1='695' x2='313' y2='705'/>
+            <content>Control</content>
+         </cell>
+         <cell id='5' start-row='2' start-col='5' end-col='6'>
+            <bounding-box x1='511' y1='695' x2='541' y2='705'/>
+            <content>Control</content>
+         </cell>
+         <cell id='8' start-row='2' end-row='3' start-col='1'>
+            <bounding-box x1='176' y1='681' x2='196' y2='691'/>
+            <content>Total</content>
+         </cell>
+         <cell id='9' start-row='3' start-col='2'>
+            <bounding-box x1='247' y1='681' x2='273' y2='691'/>
+            <content>Public</content>
+         </cell>
+         <cell id='10' start-row='3' start-col='3'>
+            <bounding-box x1='320' y1='681' x2='349' y2='691'/>
+            <content>Private</content>
+         </cell>
+         <cell id='11' start-row='2' end-row='3' start-col='4'>
+            <bounding-box x1='404' y1='681' x2='424' y2='691'/>
+            <content>Total</content>
+         </cell>
+         <cell id='12' start-row='3' start-col='5'>
+            <bounding-box x1='475' y1='681' x2='501' y2='691'/>
+            <content>Public</content>
+         </cell>
+         <cell id='13' start-row='3' start-col='6'>
+            <bounding-box x1='548' y1='681' x2='577' y2='691'/>
+            <content>Private</content>
+         </cell>
+         <cell id='14' start-row='4' start-col='0'>
+            <bounding-box x1='42' y1='666' x2='70' y2='676'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='15' start-row='5' start-col='0'>
+            <bounding-box x1='42' y1='656' x2='63' y2='666'/>
+            <content>1996</content>
+         </cell>
+         <cell id='16' start-row='5' start-col='1'>
+            <bounding-box x1='173' y1='656' x2='196' y2='666'/>
+            <content>3,051</content>
+         </cell>
+         <cell id='17' start-row='5' start-col='2'>
+            <bounding-box x1='250' y1='656' x2='273' y2='666'/>
+            <content>2,667</content>
+         </cell>
+         <cell id='18' start-row='5' start-col='3'>
+            <bounding-box x1='333' y1='656' x2='349' y2='666'/>
+            <content>384</content>
+         </cell>
+         <cell id='19' start-row='5' start-col='4'>
+            <bounding-box x1='414' y1='656' x2='424' y2='666'/>
+            <content>—</content>
+         </cell>
+         <cell id='20' start-row='5' start-col='5'>
+            <bounding-box x1='491' y1='656' x2='501' y2='666'/>
+            <content>—</content>
+         </cell>
+         <cell id='21' start-row='5' start-col='6'>
+            <bounding-box x1='567' y1='656' x2='577' y2='666'/>
+            <content>—</content>
+         </cell>
+         <cell id='22' start-row='6' start-col='0'>
+            <bounding-box x1='42' y1='645' x2='63' y2='655'/>
+            <content>1997</content>
+         </cell>
+         <cell id='23' start-row='6' start-col='1'>
+            <bounding-box x1='173' y1='645' x2='196' y2='655'/>
+            <content>3,138</content>
+         </cell>
+         <cell id='24' start-row='6' start-col='2'>
+            <bounding-box x1='250' y1='645' x2='273' y2='655'/>
+            <content>2,746</content>
+         </cell>
+         <cell id='25' start-row='6' start-col='3'>
+            <bounding-box x1='333' y1='645' x2='349' y2='655'/>
+            <content>391</content>
+         </cell>
+         <cell id='26' start-row='6' start-col='4'>
+            <bounding-box x1='414' y1='645' x2='424' y2='655'/>
+            <content>—</content>
+         </cell>
+         <cell id='27' start-row='6' start-col='5'>
+            <bounding-box x1='491' y1='645' x2='501' y2='655'/>
+            <content>—</content>
+         </cell>
+         <cell id='28' start-row='6' start-col='6'>
+            <bounding-box x1='567' y1='645' x2='577' y2='655'/>
+            <content>—</content>
+         </cell>
+         <cell id='29' start-row='7' start-col='0'>
+            <bounding-box x1='42' y1='634' x2='63' y2='644'/>
+            <content>1998</content>
+         </cell>
+         <cell id='30' start-row='7' start-col='1'>
+            <bounding-box x1='173' y1='634' x2='196' y2='644'/>
+            <content>3,230</content>
+         </cell>
+         <cell id='31' start-row='7' start-col='2'>
+            <bounding-box x1='250' y1='634' x2='273' y2='644'/>
+            <content>2,830</content>
+         </cell>
+         <cell id='32' start-row='7' start-col='3'>
+            <bounding-box x1='333' y1='634' x2='349' y2='644'/>
+            <content>400</content>
+         </cell>
+         <cell id='33' start-row='7' start-col='4'>
+            <bounding-box x1='414' y1='634' x2='424' y2='644'/>
+            <content>—</content>
+         </cell>
+         <cell id='34' start-row='7' start-col='5'>
+            <bounding-box x1='491' y1='634' x2='501' y2='644'/>
+            <content>—</content>
+         </cell>
+         <cell id='35' start-row='7' start-col='6'>
+            <bounding-box x1='567' y1='634' x2='577' y2='644'/>
+            <content>—</content>
+         </cell>
+         <cell id='36' start-row='8' start-col='0'>
+            <bounding-box x1='42' y1='623' x2='63' y2='633'/>
+            <content>1999</content>
+         </cell>
+         <cell id='37' start-row='8' start-col='1'>
+            <bounding-box x1='173' y1='623' x2='196' y2='633'/>
+            <content>3,319</content>
+         </cell>
+         <cell id='38' start-row='8' start-col='2'>
+            <bounding-box x1='250' y1='623' x2='273' y2='633'/>
+            <content>2,911</content>
+         </cell>
+         <cell id='39' start-row='8' start-col='3'>
+            <bounding-box x1='333' y1='623' x2='349' y2='633'/>
+            <content>408</content>
+         </cell>
+         <cell id='40' start-row='8' start-col='4'>
+            <bounding-box x1='408' y1='623' x2='424' y2='633'/>
+            <content>305</content>
+         </cell>
+         <cell id='41' start-row='8' start-col='5'>
+            <bounding-box x1='485' y1='623' x2='501' y2='633'/>
+            <content>222</content>
+         </cell>
+         <cell id='42' start-row='8' start-col='6'>
+            <bounding-box x1='566' y1='623' x2='577' y2='633'/>
+            <content>83</content>
+         </cell>
+         <cell id='43' start-row='9' start-col='0'>
+            <bounding-box x1='42' y1='612' x2='63' y2='622'/>
+            <content>2000</content>
+         </cell>
+         <cell id='44' start-row='9' start-col='1'>
+            <bounding-box x1='173' y1='612' x2='196' y2='622'/>
+            <content>3,366</content>
+         </cell>
+         <cell id='45' start-row='9' start-col='2'>
+            <bounding-box x1='250' y1='612' x2='273' y2='622'/>
+            <content>2,941</content>
+         </cell>
+         <cell id='46' start-row='9' start-col='3'>
+            <bounding-box x1='333' y1='612' x2='349' y2='622'/>
+            <content>424</content>
+         </cell>
+         <cell id='47' start-row='9' start-col='4'>
+            <bounding-box x1='414' y1='612' x2='424' y2='622'/>
+            <content>—</content>
+         </cell>
+         <cell id='48' start-row='9' start-col='5'>
+            <bounding-box x1='491' y1='612' x2='501' y2='622'/>
+            <content>—</content>
+         </cell>
+         <cell id='49' start-row='9' start-col='6'>
+            <bounding-box x1='567' y1='612' x2='577' y2='622'/>
+            <content>—</content>
+         </cell>
+         <cell id='50' start-row='10' start-col='0'>
+            <bounding-box x1='42' y1='601' x2='63' y2='611'/>
+            <content>2001</content>
+         </cell>
+         <cell id='51' start-row='10' start-col='1'>
+            <bounding-box x1='173' y1='601' x2='196' y2='611'/>
+            <content>3,440</content>
+         </cell>
+         <cell id='52' start-row='10' start-col='2'>
+            <bounding-box x1='250' y1='601' x2='273' y2='611'/>
+            <content>3,000</content>
+         </cell>
+         <cell id='53' start-row='10' start-col='3'>
+            <bounding-box x1='333' y1='601' x2='349' y2='611'/>
+            <content>441</content>
+         </cell>
+         <cell id='54' start-row='10' start-col='4'>
+            <bounding-box x1='414' y1='601' x2='424' y2='611'/>
+            <content>—</content>
+         </cell>
+         <cell id='55' start-row='10' start-col='5'>
+            <bounding-box x1='491' y1='601' x2='501' y2='611'/>
+            <content>—</content>
+         </cell>
+         <cell id='56' start-row='10' start-col='6'>
+            <bounding-box x1='567' y1='601' x2='577' y2='611'/>
+            <content>—</content>
+         </cell>
+         <cell id='57' start-row='11' start-col='0'>
+            <bounding-box x1='42' y1='590' x2='63' y2='600'/>
+            <content>2002</content>
+         </cell>
+         <cell id='58' start-row='11' start-col='1'>
+            <bounding-box x1='173' y1='590' x2='196' y2='600'/>
+            <content>3,476</content>
+         </cell>
+         <cell id='59' start-row='11' start-col='2'>
+            <bounding-box x1='250' y1='590' x2='273' y2='600'/>
+            <content>3,034</content>
+         </cell>
+         <cell id='60' start-row='11' start-col='3'>
+            <bounding-box x1='333' y1='590' x2='349' y2='600'/>
+            <content>442</content>
+         </cell>
+         <cell id='61' start-row='11' start-col='4'>
+            <bounding-box x1='414' y1='590' x2='424' y2='600'/>
+            <content>—</content>
+         </cell>
+         <cell id='62' start-row='11' start-col='5'>
+            <bounding-box x1='491' y1='590' x2='501' y2='600'/>
+            <content>—</content>
+         </cell>
+         <cell id='63' start-row='11' start-col='6'>
+            <bounding-box x1='567' y1='590' x2='577' y2='600'/>
+            <content>—</content>
+         </cell>
+         <cell id='64' start-row='12' start-col='0'>
+            <bounding-box x1='42' y1='579' x2='63' y2='589'/>
+            <content>2003</content>
+         </cell>
+         <cell id='65' start-row='12' start-col='1'>
+            <bounding-box x1='173' y1='579' x2='196' y2='589'/>
+            <content>3,490</content>
+         </cell>
+         <cell id='66' start-row='12' start-col='2'>
+            <bounding-box x1='250' y1='579' x2='273' y2='589'/>
+            <content>3,049</content>
+         </cell>
+         <cell id='67' start-row='12' start-col='3'>
+            <bounding-box x1='333' y1='579' x2='349' y2='589'/>
+            <content>441</content>
+         </cell>
+         <cell id='68' start-row='12' start-col='4'>
+            <bounding-box x1='408' y1='579' x2='424' y2='589'/>
+            <content>311</content>
+         </cell>
+         <cell id='69' start-row='12' start-col='5'>
+            <bounding-box x1='485' y1='579' x2='501' y2='589'/>
+            <content>236</content>
+         </cell>
+         <cell id='70' start-row='12' start-col='6'>
+            <bounding-box x1='566' y1='579' x2='577' y2='589'/>
+            <content>74</content>
+         </cell>
+         <cell id='71' start-row='13' start-col='0'>
+            <bounding-box x1='42' y1='569' x2='63' y2='579'/>
+            <content>2004</content>
+         </cell>
+         <cell id='72' start-row='13' start-col='1'>
+            <bounding-box x1='173' y1='569' x2='196' y2='579'/>
+            <content>3,536</content>
+         </cell>
+         <cell id='73' start-row='13' start-col='2'>
+            <bounding-box x1='250' y1='569' x2='273' y2='579'/>
+            <content>3,091</content>
+         </cell>
+         <cell id='74' start-row='13' start-col='3'>
+            <bounding-box x1='333' y1='569' x2='349' y2='579'/>
+            <content>445</content>
+         </cell>
+         <cell id='75' start-row='13' start-col='4'>
+            <bounding-box x1='414' y1='569' x2='424' y2='579'/>
+            <content>—</content>
+         </cell>
+         <cell id='76' start-row='13' start-col='5'>
+            <bounding-box x1='491' y1='569' x2='501' y2='579'/>
+            <content>—</content>
+         </cell>
+         <cell id='77' start-row='13' start-col='6'>
+            <bounding-box x1='567' y1='569' x2='577' y2='579'/>
+            <content>—</content>
+         </cell>
+         <cell id='78' start-row='14' start-col='0'>
+            <bounding-box x1='42' y1='558' x2='63' y2='568'/>
+            <content>2005</content>
+         </cell>
+         <cell id='79' start-row='14' start-col='1'>
+            <bounding-box x1='173' y1='558' x2='196' y2='568'/>
+            <content>3,593</content>
+         </cell>
+         <cell id='80' start-row='14' start-col='2'>
+            <bounding-box x1='250' y1='558' x2='273' y2='568'/>
+            <content>3,143</content>
+         </cell>
+         <cell id='81' start-row='14' start-col='3'>
+            <bounding-box x1='333' y1='558' x2='349' y2='568'/>
+            <content>450</content>
+         </cell>
+         <cell id='82' start-row='14' start-col='4'>
+            <bounding-box x1='414' y1='558' x2='424' y2='568'/>
+            <content>—</content>
+         </cell>
+         <cell id='83' start-row='14' start-col='5'>
+            <bounding-box x1='491' y1='558' x2='501' y2='568'/>
+            <content>—</content>
+         </cell>
+         <cell id='84' start-row='14' start-col='6'>
+            <bounding-box x1='567' y1='558' x2='577' y2='568'/>
+            <content>—</content>
+         </cell>
+         <cell id='85' start-row='15' start-col='0'>
+            <bounding-box x1='42' y1='547' x2='63' y2='557'/>
+            <content>2006</content>
+         </cell>
+         <cell id='86' start-row='15' start-col='1'>
+            <bounding-box x1='173' y1='547' x2='196' y2='557'/>
+            <content>3,619</content>
+         </cell>
+         <cell id='87' start-row='15' start-col='2'>
+            <bounding-box x1='250' y1='547' x2='273' y2='557'/>
+            <content>3,166</content>
+         </cell>
+         <cell id='88' start-row='15' start-col='3'>
+
+            <bounding-box x1='333' y1='547' x2='349' y2='557'/>
+            <content>453</content>
+         </cell>
+         <cell id='89' start-row='15' start-col='4'>
+            <bounding-box x1='414' y1='547' x2='424' y2='557'/>
+            <content>—</content>
+         </cell>
+         <cell id='90' start-row='15' start-col='5'>
+            <bounding-box x1='491' y1='547' x2='501' y2='557'/>
+            <content>—</content>
+         </cell>
+         <cell id='91' start-row='15' start-col='6'>
+            <bounding-box x1='567' y1='547' x2='577' y2='557'/>
+            <content>—</content>
+         </cell>
+         <cell id='92' start-row='16' start-col='0'>
+            <bounding-box x1='42' y1='536' x2='63' y2='546'/>
+            <content>2007</content>
+         </cell>
+         <cell id='93' start-row='16' start-col='1'>
+            <bounding-box x1='173' y1='536' x2='196' y2='546'/>
+            <content>3,634</content>
+         </cell>
+         <cell id='94' start-row='16' start-col='2'>
+            <bounding-box x1='250' y1='536' x2='273' y2='546'/>
+            <content>3,178</content>
+         </cell>
+         <cell id='95' start-row='16' start-col='3'>
+            <bounding-box x1='333' y1='536' x2='349' y2='546'/>
+            <content>456</content>
+         </cell>
+         <cell id='96' start-row='16' start-col='4'>
+            <bounding-box x1='408' y1='536' x2='424' y2='546'/>
+            <content>327</content>
+         </cell>
+         <cell id='97' start-row='16' start-col='5'>
+            <bounding-box x1='485' y1='536' x2='501' y2='546'/>
+            <content>246</content>
+         </cell>
+         <cell id='98' start-row='16' start-col='6'>
+            <bounding-box x1='566' y1='536' x2='577' y2='546'/>
+            <content>80</content>
+         </cell>
+         <cell id='99' start-row='17' start-col='0'>
+            <bounding-box x1='42' y1='525' x2='63' y2='535'/>
+            <content>2008</content>
+         </cell>
+         <cell id='100' start-row='17' start-col='1'>
+            <bounding-box x1='173' y1='525' x2='196' y2='535'/>
+            <content>3,667</content>
+         </cell>
+         <cell id='101' start-row='17' start-col='2'>
+            <bounding-box x1='250' y1='525' x2='273' y2='535'/>
+            <content>3,219</content>
+         </cell>
+         <cell id='102' start-row='17' start-col='3'>
+            <bounding-box x1='333' y1='525' x2='349' y2='535'/>
+            <content>448</content>
+         </cell>
+         <cell id='103' start-row='17' start-col='4'>
+            <bounding-box x1='408' y1='525' x2='424' y2='535'/>
+            <content>386</content>
+         </cell>
+         <cell id='104' start-row='17' start-col='5'>
+            <bounding-box x1='485' y1='525' x2='501' y2='535'/>
+            <content>310</content>
+         </cell>
+         <cell id='105' start-row='17' start-col='6'>
+            <bounding-box x1='566' y1='525' x2='577' y2='535'/>
+            <content>76</content>
+         </cell>
+         <cell id='106' start-row='18' start-col='0'>
+            <bounding-box x1='42' y1='514' x2='63' y2='524'/>
+            <content>2009</content>
+         </cell>
+         <cell id='107' start-row='18' start-col='1'>
+            <bounding-box x1='173' y1='514' x2='196' y2='524'/>
+            <content>3,647</content>
+         </cell>
+         <cell id='108' start-row='18' start-col='2'>
+            <bounding-box x1='250' y1='514' x2='273' y2='524'/>
+            <content>3,210</content>
+         </cell>
+         <cell id='109' start-row='18' start-col='3'>
+            <bounding-box x1='333' y1='514' x2='349' y2='524'/>
+            <content>437</content>
+         </cell>
+         <cell id='110' start-row='18' start-col='4'>
+            <bounding-box x1='408' y1='514' x2='424' y2='524'/>
+            <content>358</content>
+         </cell>
+         <cell id='111' start-row='18' start-col='5'>
+            <bounding-box x1='485' y1='514' x2='501' y2='524'/>
+            <content>289</content>
+         </cell>
+         <cell id='112' start-row='18' start-col='6'>
+            <bounding-box x1='566' y1='514' x2='577' y2='524'/>
+            <content>69</content>
+         </cell>
+         <cell id='113' start-row='19' start-col='0'>
+            <bounding-box x1='42' y1='503' x2='63' y2='513'/>
+            <content>2010</content>
+         </cell>
+         <cell id='114' start-row='19' start-col='1'>
+            <bounding-box x1='173' y1='503' x2='196' y2='513'/>
+            <content>3,653</content>
+         </cell>
+         <cell id='115' start-row='19' start-col='2'>
+            <bounding-box x1='250' y1='503' x2='273' y2='513'/>
+            <content>3,210</content>
+         </cell>
+         <cell id='116' start-row='19' start-col='3'>
+            <bounding-box x1='333' y1='503' x2='349' y2='513'/>
+            <content>443</content>
+         </cell>
+         <cell id='117' start-row='19' start-col='4'>
+            <bounding-box x1='408' y1='503' x2='424' y2='513'/>
+            <content>385</content>
+         </cell>
+         <cell id='118' start-row='19' start-col='5'>
+            <bounding-box x1='485' y1='503' x2='501' y2='513'/>
+            <content>301</content>
+         </cell>
+         <cell id='119' start-row='19' start-col='6'>
+            <bounding-box x1='566' y1='503' x2='577' y2='513'/>
+            <content>84</content>
+         </cell>
+         <cell id='120' start-row='20' start-col='0'>
+            <bounding-box x1='42' y1='482' x2='85' y2='492'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='121' start-row='21' start-col='0'>
+            <bounding-box x1='42' y1='471' x2='63' y2='481'/>
+            <content>2011</content>
+         </cell>
+         <cell id='122' start-row='21' start-col='1'>
+            <bounding-box x1='173' y1='471' x2='196' y2='481'/>
+            <content>3,679</content>
+         </cell>
+         <cell id='123' start-row='21' start-col='2'>
+            <bounding-box x1='250' y1='471' x2='273' y2='481'/>
+            <content>3,246</content>
+         </cell>
+         <cell id='124' start-row='21' start-col='3'>
+            <bounding-box x1='333' y1='471' x2='349' y2='481'/>
+            <content>432</content>
+         </cell>
+         <cell id='125' start-row='21' start-col='4'>
+            <bounding-box x1='408' y1='471' x2='424' y2='481'/>
+            <content>407</content>
+         </cell>
+         <cell id='126' start-row='21' start-col='5'>
+            <bounding-box x1='485' y1='471' x2='501' y2='481'/>
+            <content>339</content>
+         </cell>
+         <cell id='127' start-row='21' start-col='6'>
+            <bounding-box x1='566' y1='471' x2='577' y2='481'/>
+            <content>69</content>
+         </cell>
+         <cell id='128' start-row='22' start-col='0'>
+            <bounding-box x1='42' y1='460' x2='63' y2='470'/>
+            <content>2012</content>
+         </cell>
+         <cell id='129' start-row='22' start-col='1'>
+            <bounding-box x1='173' y1='460' x2='196' y2='470'/>
+            <content>3,711</content>
+         </cell>
+         <cell id='130' start-row='22' start-col='2'>
+            <bounding-box x1='250' y1='460' x2='273' y2='470'/>
+            <content>3,283</content>
+         </cell>
+         <cell id='131' start-row='22' start-col='3'>
+            <bounding-box x1='333' y1='460' x2='349' y2='470'/>
+            <content>428</content>
+         </cell>
+         <cell id='132' start-row='22' start-col='4'>
+            <bounding-box x1='408' y1='460' x2='424' y2='470'/>
+            <content>416</content>
+         </cell>
+         <cell id='133' start-row='22' start-col='5'>
+            <bounding-box x1='485' y1='460' x2='501' y2='470'/>
+            <content>344</content>
+         </cell>
+         <cell id='134' start-row='22' start-col='6'>
+            <bounding-box x1='566' y1='460' x2='577' y2='470'/>
+            <content>72</content>
+         </cell>
+         <cell id='135' start-row='23' start-col='0'>
+            <bounding-box x1='42' y1='449' x2='63' y2='459'/>
+            <content>2013</content>
+         </cell>
+         <cell id='136' start-row='23' start-col='1'>
+            <bounding-box x1='173' y1='449' x2='196' y2='459'/>
+            <content>3,738</content>
+         </cell>
+         <cell id='137' start-row='23' start-col='2'>
+            <bounding-box x1='250' y1='449' x2='273' y2='459'/>
+            <content>3,312</content>
+         </cell>
+         <cell id='138' start-row='23' start-col='3'>
+            <bounding-box x1='333' y1='449' x2='349' y2='459'/>
+            <content>426</content>
+         </cell>
+         <cell id='139' start-row='23' start-col='4'>
+            <bounding-box x1='408' y1='449' x2='424' y2='459'/>
+            <content>414</content>
+         </cell>
+         <cell id='140' start-row='23' start-col='5'>
+            <bounding-box x1='485' y1='449' x2='501' y2='459'/>
+            <content>340</content>
+         </cell>
+         <cell id='141' start-row='23' start-col='6'>
+            <bounding-box x1='566' y1='449' x2='577' y2='459'/>
+            <content>74</content>
+         </cell>
+         <cell id='142' start-row='24' start-col='0'>
+            <bounding-box x1='42' y1='438' x2='63' y2='448'/>
+            <content>2014</content>
+         </cell>
+         <cell id='143' start-row='24' start-col='1'>
+            <bounding-box x1='173' y1='438' x2='196' y2='448'/>
+            <content>3,782</content>
+         </cell>
+         <cell id='144' start-row='24' start-col='2'>
+            <bounding-box x1='250' y1='438' x2='273' y2='448'/>
+            <content>3,357</content>
+         </cell>
+         <cell id='145' start-row='24' start-col='3'>
+            <bounding-box x1='333' y1='438' x2='349' y2='448'/>
+            <content>425</content>
+         </cell>
+         <cell id='146' start-row='24' start-col='4'>
+            <bounding-box x1='408' y1='438' x2='424' y2='448'/>
+            <content>434</content>
+         </cell>
+         <cell id='147' start-row='24' start-col='5'>
+            <bounding-box x1='485' y1='438' x2='501' y2='448'/>
+            <content>359</content>
+         </cell>
+         <cell id='148' start-row='24' start-col='6'>
+            <bounding-box x1='566' y1='438' x2='577' y2='448'/>
+            <content>75</content>
+         </cell>
+         <cell id='149' start-row='25' start-col='0'>
+            <bounding-box x1='42' y1='427' x2='63' y2='437'/>
+            <content>2015</content>
+         </cell>
+         <cell id='150' start-row='25' start-col='1'>
+            <bounding-box x1='173' y1='427' x2='196' y2='437'/>
+            <content>3,830</content>
+         </cell>
+         <cell id='151' start-row='25' start-col='2'>
+            <bounding-box x1='250' y1='427' x2='273' y2='437'/>
+            <content>3,403</content>
+         </cell>
+         <cell id='152' start-row='25' start-col='3'>
+            <bounding-box x1='333' y1='427' x2='349' y2='437'/>
+            <content>427</content>
+         </cell>
+         <cell id='153' start-row='25' start-col='4'>
+            <bounding-box x1='408' y1='427' x2='424' y2='437'/>
+            <content>441</content>
+         </cell>
+         <cell id='154' start-row='25' start-col='5'>
+            <bounding-box x1='485' y1='427' x2='501' y2='437'/>
+            <content>364</content>
+         </cell>
+         <cell id='155' start-row='25' start-col='6'>
+            <bounding-box x1='566' y1='427' x2='577' y2='437'/>
+            <content>78</content>
+         </cell>
+         <cell id='156' start-row='26' start-col='0'>
+            <bounding-box x1='42' y1='416' x2='63' y2='426'/>
+            <content>2016</content>
+         </cell>
+         <cell id='157' start-row='26' start-col='1'>
+            <bounding-box x1='173' y1='416' x2='196' y2='426'/>
+            <content>3,881</content>
+         </cell>
+         <cell id='158' start-row='26' start-col='2'>
+            <bounding-box x1='250' y1='416' x2='273' y2='426'/>
+            <content>3,451</content>
+         </cell>
+         <cell id='159' start-row='26' start-col='3'>
+            <bounding-box x1='333' y1='416' x2='349' y2='426'/>
+            <content>430</content>
+         </cell>
+         <cell id='160' start-row='26' start-col='4'>
+            <bounding-box x1='408' y1='416' x2='424' y2='426'/>
+            <content>448</content>
+         </cell>
+         <cell id='161' start-row='26' start-col='5'>
+            <bounding-box x1='485' y1='416' x2='501' y2='426'/>
+            <content>369</content>
+         </cell>
+         <cell id='162' start-row='26' start-col='6'>
+            <bounding-box x1='566' y1='416' x2='577' y2='426'/>
+            <content>79</content>
+         </cell>
+         <cell id='163' start-row='27' start-col='0'>
+            <bounding-box x1='42' y1='406' x2='63' y2='416'/>
+            <content>2017</content>
+         </cell>
+         <cell id='164' start-row='27' start-col='1'>
+            <bounding-box x1='173' y1='406' x2='196' y2='416'/>
+            <content>3,935</content>
+         </cell>
+         <cell id='165' start-row='27' start-col='2'>
+            <bounding-box x1='250' y1='406' x2='273' y2='416'/>
+            <content>3,500</content>
+         </cell>
+         <cell id='166' start-row='27' start-col='3'>
+            <bounding-box x1='333' y1='406' x2='349' y2='416'/>
+            <content>434</content>
+         </cell>
+         <cell id='167' start-row='27' start-col='4'>
+            <bounding-box x1='408' y1='406' x2='424' y2='416'/>
+            <content>454</content>
+         </cell>
+         <cell id='168' start-row='27' start-col='5'>
+            <bounding-box x1='485' y1='406' x2='501' y2='416'/>
+            <content>373</content>
+         </cell>
+         <cell id='169' start-row='27' start-col='6'>
+            <bounding-box x1='566' y1='406' x2='577' y2='416'/>
+            <content>81</content>
+         </cell>
+         <cell id='170' start-row='28' start-col='0'>
+            <bounding-box x1='42' y1='395' x2='63' y2='405'/>
+            <content>2018</content>
+         </cell>
+         <cell id='171' start-row='28' start-col='1'>
+            <bounding-box x1='173' y1='395' x2='196' y2='405'/>
+            <content>3,988</content>
+         </cell>
+         <cell id='172' start-row='28' start-col='2'>
+            <bounding-box x1='250' y1='395' x2='273' y2='405'/>
+            <content>3,549</content>
+         </cell>
+         <cell id='173' start-row='28' start-col='3'>
+            <bounding-box x1='333' y1='395' x2='349' y2='405'/>
+            <content>439</content>
+         </cell>
+         <cell id='174' start-row='28' start-col='4'>
+            <bounding-box x1='408' y1='395' x2='424' y2='405'/>
+            <content>459</content>
+         </cell>
+         <cell id='175' start-row='28' start-col='5'>
+            <bounding-box x1='485' y1='395' x2='501' y2='405'/>
+            <content>377</content>
+         </cell>
+         <cell id='176' start-row='28' start-col='6'>
+            <bounding-box x1='566' y1='395' x2='577' y2='405'/>
+            <content>82</content>
+         </cell>
+         <cell id='177' start-row='29' start-col='0'>
+            <bounding-box x1='42' y1='384' x2='63' y2='394'/>
+            <content>2019</content>
+         </cell>
+         <cell id='178' start-row='29' start-col='1'>
+            <bounding-box x1='173' y1='384' x2='196' y2='394'/>
+            <content>4,045</content>
+         </cell>
+         <cell id='179' start-row='29' start-col='2'>
+            <bounding-box x1='250' y1='384' x2='273' y2='394'/>
+            <content>3,601</content>
+         </cell>
+         <cell id='180' start-row='29' start-col='3'>
+            <bounding-box x1='333' y1='384' x2='349' y2='394'/>
+            <content>444</content>
+         </cell>
+         <cell id='181' start-row='29' start-col='4'>
+            <bounding-box x1='408' y1='384' x2='424' y2='394'/>
+            <content>467</content>
+         </cell>
+         <cell id='182' start-row='29' start-col='5'>
+            <bounding-box x1='485' y1='384' x2='501' y2='394'/>
+            <content>383</content>
+         </cell>
+         <cell id='183' start-row='29' start-col='6'>
+            <bounding-box x1='566' y1='384' x2='577' y2='394'/>
+            <content>84</content>
+         </cell>
+         <cell id='184' start-row='30' start-col='0'>
+            <bounding-box x1='42' y1='373' x2='63' y2='383'/>
+            <content>2020</content>
+         </cell>
+         <cell id='185' start-row='30' start-col='1'>
+            <bounding-box x1='173' y1='373' x2='196' y2='383'/>
+            <content>4,102</content>
+         </cell>
+         <cell id='186' start-row='30' start-col='2'>
+            <bounding-box x1='250' y1='373' x2='273' y2='383'/>
+            <content>3,651</content>
+         </cell>
+         <cell id='187' start-row='30' start-col='3'>
+            <bounding-box x1='333' y1='373' x2='349' y2='383'/>
+            <content>451</content>
+         </cell>
+         <cell id='188' start-row='30' start-col='4'>
+            <bounding-box x1='408' y1='373' x2='424' y2='383'/>
+            <content>472</content>
+         </cell>
+         <cell id='189' start-row='30' start-col='5'>
+            <bounding-box x1='485' y1='373' x2='501' y2='383'/>
+            <content>386</content>
+         </cell>
+         <cell id='190' start-row='30' start-col='6'>
+            <bounding-box x1='566' y1='373' x2='577' y2='383'/>
+            <content>86</content>
+         </cell>
+         <cell id='191' start-row='31' start-col='0'>
+            <bounding-box x1='42' y1='362' x2='63' y2='372'/>
+            <content>2021</content>
+         </cell>
+         <cell id='192' start-row='31' start-col='1'>
+            <bounding-box x1='173' y1='362' x2='196' y2='372'/>
+            <content>4,151</content>
+         </cell>
+         <cell id='193' start-row='31' start-col='2'>
+            <bounding-box x1='250' y1='362' x2='273' y2='372'/>
+            <content>3,694</content>
+         </cell>
+         <cell id='194' start-row='31' start-col='3'>
+            <bounding-box x1='333' y1='362' x2='349' y2='372'/>
+            <content>457</content>
+         </cell>
+         <cell id='195' start-row='31' start-col='4'>
+            <bounding-box x1='408' y1='362' x2='424' y2='372'/>
+            <content>470</content>
+         </cell>
+         <cell id='196' start-row='31' start-col='5'>
+            <bounding-box x1='485' y1='362' x2='501' y2='372'/>
+            <content>384</content>
+         </cell>
+         <cell id='197' start-row='31' start-col='6'>
+            <bounding-box x1='566' y1='362' x2='577' y2='372'/>
+            <content>87</content>
+         </cell>
+         <cell id='1' start-row='1' end-row='3' start-col='0'>
+            <bounding-box x1='42' y1='681' x2='60' y2='690'/>
+            <content>Year</content>
+            <instruction instr-id='152' subinstr-id='0'/>
+            <instruction instr-id='152' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' col-increment='0' row-increment='0' page='5'>
+         <cell id='3' start-row='0' start-col='1'>
+            <bounding-box x1='283' y1='721' x2='303' y2='731'/>
+            <content>Total</content>
+         </cell>
+         <cell id='4' start-row='0' start-col='2'>
+            <bounding-box x1='411' y1='721' x2='437' y2='731'/>
+            <content>Public</content>
+         </cell>
+         <cell id='5' start-row='0' start-col='3'>
+            <bounding-box x1='541' y1='721' x2='570' y2='731'/>
+            <content>Private</content>
+         </cell>
+         <cell id='6' start-row='1' start-col='0'>
+            <bounding-box x1='36' y1='707' x2='64' y2='717'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='0'>
+            <bounding-box x1='36' y1='696' x2='57' y2='706'/>
+            <content>1996</content>
+         </cell>
+         <cell id='8' start-row='2' start-col='1'>
+            <bounding-box x1='285' y1='696' x2='303' y2='706'/>
+            <content>16.9</content>
+         </cell>
+         <cell id='9' start-row='2' start-col='2'>
+            <bounding-box x1='418' y1='696' x2='437' y2='706'/>
+            <content>17.1</content>
+         </cell>
+         <cell id='10' start-row='2' start-col='3'>
+            <bounding-box x1='551' y1='696' x2='570' y2='706'/>
+            <content>15.5</content>
+         </cell>
+         <cell id='11' start-row='3' start-col='0'>
+            <bounding-box x1='35' y1='685' x2='57' y2='695'/>
+            <content>1997</content>
+         </cell>
+         <cell id='12' start-row='3' start-col='1'>
+            <bounding-box x1='285' y1='685' x2='303' y2='695'/>
+            <content>16.6</content>
+         </cell>
+         <cell id='13' start-row='3' start-col='2'>
+            <bounding-box x1='418' y1='685' x2='437' y2='695'/>
+            <content>16.8</content>
+         </cell>
+         <cell id='14' start-row='3' start-col='3'>
+            <bounding-box x1='551' y1='685' x2='570' y2='695'/>
+            <content>15.2</content>
+         </cell>
+         <cell id='15' start-row='4' start-col='0'>
+            <bounding-box x1='35' y1='674' x2='57' y2='684'/>
+            <content>1998</content>
+         </cell>
+         <cell id='16' start-row='4' start-col='1'>
+            <bounding-box x1='285' y1='674' x2='303' y2='684'/>
+            <content>16.3</content>
+         </cell>
+         <cell id='17' start-row='4' start-col='2'>
+            <bounding-box x1='418' y1='674' x2='437' y2='684'/>
+            <content>16.4</content>
+         </cell>
+         <cell id='18' start-row='4' start-col='3'>
+            <bounding-box x1='551' y1='674' x2='570' y2='684'/>
+            <content>15.0</content>
+         </cell>
+         <cell id='19' start-row='5' start-col='0'>
+            <bounding-box x1='35' y1='663' x2='57' y2='673'/>
+            <content>1999</content>
+         </cell>
+         <cell id='20' start-row='5' start-col='1'>
+            <bounding-box x1='285' y1='663' x2='303' y2='673'/>
+            <content>15.9</content>
+         </cell>
+         <cell id='21' start-row='5' start-col='2'>
+            <bounding-box x1='418' y1='663' x2='437' y2='673'/>
+            <content>16.1</content>
+         </cell>
+         <cell id='22' start-row='5' start-col='3'>
+            <bounding-box x1='551' y1='663' x2='570' y2='673'/>
+            <content>14.7</content>
+         </cell>
+         <cell id='23' start-row='6' start-col='0'>
+            <bounding-box x1='35' y1='652' x2='57' y2='662'/>
+            <content>2000</content>
+         </cell>
+         <cell id='24' start-row='6' start-col='1'>
+            <bounding-box x1='285' y1='652' x2='303' y2='662'/>
+            <content>15.9</content>
+         </cell>
+         <cell id='25' start-row='6' start-col='2'>
+            <bounding-box x1='418' y1='652' x2='437' y2='662'/>
+            <content>16.0</content>
+         </cell>
+         <cell id='26' start-row='6' start-col='3'>
+            <bounding-box x1='551' y1='652' x2='570' y2='662'/>
+            <content>14.5</content>
+         </cell>
+         <cell id='27' start-row='7' start-col='0'>
+            <bounding-box x1='35' y1='642' x2='57' y2='652'/>
+            <content>2001</content>
+         </cell>
+         <cell id='28' start-row='7' start-col='1'>
+            <bounding-box x1='285' y1='642' x2='303' y2='652'/>
+            <content>15.7</content>
+         </cell>
+         <cell id='29' start-row='7' start-col='2'>
+            <bounding-box x1='418' y1='642' x2='437' y2='652'/>
+            <content>15.9</content>
+         </cell>
+         <cell id='30' start-row='7' start-col='3'>
+            <bounding-box x1='551' y1='642' x2='570' y2='652'/>
+            <content>14.3</content>
+         </cell>
+         <cell id='31' start-row='8' start-col='0'>
+            <bounding-box x1='35' y1='631' x2='57' y2='641'/>
+            <content>2002</content>
+         </cell>
+         <cell id='32' start-row='8' start-col='1'>
+            <bounding-box x1='285' y1='631' x2='303' y2='641'/>
+            <content>15.7</content>
+         </cell>
+         <cell id='33' start-row='8' start-col='2'>
+            <bounding-box x1='418' y1='631' x2='437' y2='641'/>
+            <content>15.9</content>
+         </cell>
+         <cell id='34' start-row='8' start-col='3'>
+            <bounding-box x1='551' y1='631' x2='570' y2='641'/>
+            <content>14.1</content>
+         </cell>
+         <cell id='35' start-row='9' start-col='0'>
+            <bounding-box x1='35' y1='620' x2='57' y2='630'/>
+            <content>2003</content>
+         </cell>
+         <cell id='36' start-row='9' start-col='1'>
+            <bounding-box x1='285' y1='620' x2='303' y2='630'/>
+            <content>15.7</content>
+         </cell>
+         <cell id='37' start-row='9' start-col='2'>
+            <bounding-box x1='418' y1='620' x2='437' y2='630'/>
+            <content>15.9</content>
+         </cell>
+         <cell id='38' start-row='9' start-col='3'>
+            <bounding-box x1='551' y1='620' x2='570' y2='630'/>
+            <content>13.8</content>
+         </cell>
+         <cell id='39' start-row='10' start-col='0'>
+            <bounding-box x1='35' y1='609' x2='57' y2='619'/>
+            <content>2004</content>
+         </cell>
+         <cell id='40' start-row='10' start-col='1'>
+            <bounding-box x1='285' y1='609' x2='303' y2='619'/>
+            <content>15.5</content>
+         </cell>
+         <cell id='41' start-row='10' start-col='2'>
+            <bounding-box x1='418' y1='609' x2='437' y2='619'/>
+            <content>15.8</content>
+         </cell>
+         <cell id='42' start-row='10' start-col='3'>
+            <bounding-box x1='551' y1='609' x2='570' y2='619'/>
+            <content>13.7</content>
+         </cell>
+         <cell id='43' start-row='11' start-col='0'>
+            <bounding-box x1='35' y1='598' x2='57' y2='608'/>
+            <content>2005</content>
+         </cell>
+         <cell id='44' start-row='11' start-col='1'>
+            <bounding-box x1='285' y1='598' x2='303' y2='608'/>
+            <content>15.4</content>
+         </cell>
+         <cell id='45' start-row='11' start-col='2'>
+            <bounding-box x1='418' y1='598' x2='437' y2='608'/>
+            <content>15.6</content>
+         </cell>
+         <cell id='46' start-row='11' start-col='3'>
+            <bounding-box x1='551' y1='598' x2='570' y2='608'/>
+            <content>13.5</content>
+         </cell>
+         <cell id='47' start-row='12' start-col='0'>
+            <bounding-box x1='35' y1='587' x2='57' y2='597'/>
+            <content>2006</content>
+         </cell>
+         <cell id='48' start-row='12' start-col='1'>
+            <bounding-box x1='285' y1='587' x2='303' y2='597'/>
+            <content>15.3</content>
+         </cell>
+         <cell id='49' start-row='12' start-col='2'>
+            <bounding-box x1='418' y1='587' x2='437' y2='597'/>
+            <content>15.6</content>
+         </cell>
+         <cell id='50' start-row='12' start-col='3'>
+            <bounding-box x1='551' y1='587' x2='570' y2='597'/>
+            <content>13.2</content>
+         </cell>
+         <cell id='51' start-row='13' start-col='0'>
+            <bounding-box x1='35' y1='576' x2='57' y2='586'/>
+            <content>2007</content>
+         </cell>
+         <cell id='52' start-row='13' start-col='1'>
+            <bounding-box x1='285' y1='576' x2='303' y2='586'/>
+            <content>15.2</content>
+         </cell>
+         <cell id='53' start-row='13' start-col='2'>
+            <bounding-box x1='418' y1='576' x2='437' y2='586'/>
+            <content>15.5</content>
+         </cell>
+         <cell id='54' start-row='13' start-col='3'>
+            <bounding-box x1='551' y1='576' x2='570' y2='586'/>
+            <content>13.0</content>
+         </cell>
+         <cell id='55' start-row='14' start-col='0'>
+            <bounding-box x1='35' y1='565' x2='57' y2='575'/>
+            <content>2008</content>
+         </cell>
+         <cell id='56' start-row='14' start-col='1'>
+            <bounding-box x1='285' y1='565' x2='303' y2='575'/>
+            <content>15.0</content>
+         </cell>
+         <cell id='57' start-row='14' start-col='2'>
+            <bounding-box x1='418' y1='565' x2='437' y2='575'/>
+            <content>15.3</content>
+         </cell>
+         <cell id='58' start-row='14' start-col='3'>
+            <bounding-box x1='551' y1='565' x2='570' y2='575'/>
+            <content>12.8</content>
+         </cell>
+         <cell id='59' start-row='15' start-col='0'>
+            <bounding-box x1='35' y1='555' x2='57' y2='565'/>
+            <content>2009</content>
+         </cell>
+         <cell id='60' start-row='15' start-col='1'>
+            <bounding-box x1='285' y1='555' x2='303' y2='565'/>
+            <content>15.0</content>
+         </cell>
+         <cell id='61' start-row='15' start-col='2'>
+            <bounding-box x1='418' y1='555' x2='437' y2='565'/>
+            <content>15.4</content>
+         </cell>
+         <cell id='62' start-row='15' start-col='3'>
+            <bounding-box x1='551' y1='555' x2='570' y2='565'/>
+            <content>12.5</content>
+         </cell>
+         <cell id='63' start-row='16' start-col='0'>
+            <bounding-box x1='35' y1='544' x2='57' y2='554'/>
+            <content>2010</content>
+         </cell>
+         <cell id='64' start-row='16' start-col='1'>
+            <bounding-box x1='285' y1='544' x2='303' y2='554'/>
+            <content>15.0</content>
+         </cell>
+         <cell id='65' start-row='16' start-col='2'>
+            <bounding-box x1='418' y1='544' x2='437' y2='554'/>
+            <content>15.2</content>
+         </cell>
+         <cell id='66' start-row='16' start-col='3'>
+            <bounding-box x1='551' y1='544' x2='570' y2='554'/>
+            <content>12.4</content>
+         </cell>
+         <cell id='67' start-row='17' start-col='0'>
+            <bounding-box x1='35' y1='523' x2='78' y2='533'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='68' start-row='18' start-col='0'>
+            <bounding-box x1='35' y1='512' x2='57' y2='522'/>
+            <content>2011</content>
+         </cell>
+         <cell id='69' start-row='18' start-col='1'>
+            <bounding-box x1='285' y1='512' x2='303' y2='522'/>
+            <content>14.9</content>
+         </cell>
+         <cell id='70' start-row='18' start-col='2'>
+            <bounding-box x1='418' y1='512' x2='437' y2='522'/>
+            <content>15.2</content>
+         </cell>
+         <cell id='71' start-row='18' start-col='3'>
+            <bounding-box x1='551' y1='512' x2='570' y2='522'/>
+            <content>12.3</content>
+         </cell>
+         <cell id='72' start-row='19' start-col='0'>
+            <bounding-box x1='35' y1='501' x2='57' y2='511'/>
+            <content>2012</content>
+         </cell>
+         <cell id='73' start-row='19' start-col='1'>
+            <bounding-box x1='285' y1='501' x2='303' y2='511'/>
+            <content>14.8</content>
+         </cell>
+         <cell id='74' start-row='19' start-col='2'>
+            <bounding-box x1='418' y1='501' x2='437' y2='511'/>
+            <content>15.2</content>
+         </cell>
+         <cell id='75' start-row='19' start-col='3'>
+            <bounding-box x1='551' y1='501' x2='570' y2='511'/>
+            <content>12.3</content>
+         </cell>
+         <cell id='76' start-row='20' start-col='0'>
+            <bounding-box x1='35' y1='490' x2='57' y2='500'/>
+            <content>2013</content>
+         </cell>
+         <cell id='77' start-row='20' start-col='1'>
+            <bounding-box x1='285' y1='490' x2='303' y2='500'/>
+            <content>14.8</content>
+         </cell>
+         <cell id='78' start-row='20' start-col='2'>
+            <bounding-box x1='418' y1='490' x2='437' y2='500'/>
+            <content>15.1</content>
+         </cell>
+         <cell id='79' start-row='20' start-col='3'>
+            <bounding-box x1='551' y1='490' x2='570' y2='500'/>
+            <content>12.3</content>
+         </cell>
+         <cell id='80' start-row='21' start-col='0'>
+            <bounding-box x1='35' y1='480' x2='57' y2='490'/>
+            <content>2014</content>
+         </cell>
+         <cell id='81' start-row='21' start-col='1'>
+            <bounding-box x1='285' y1='480' x2='303' y2='490'/>
+            <content>14.7</content>
+         </cell>
+         <cell id='82' start-row='21' start-col='2'>
+            <bounding-box x1='418' y1='480' x2='437' y2='490'/>
+            <content>15.0</content>
+         </cell>
+         <cell id='83' start-row='21' start-col='3'>
+            <bounding-box x1='551' y1='480' x2='570' y2='490'/>
+            <content>12.2</content>
+         </cell>
+         <cell id='84' start-row='22' start-col='0'>
+            <bounding-box x1='35' y1='469' x2='57' y2='479'/>
+            <content>2015</content>
+         </cell>
+         <cell id='85' start-row='22' start-col='1'>
+            <bounding-box x1='285' y1='469' x2='303' y2='479'/>
+            <content>14.6</content>
+         </cell>
+         <cell id='86' start-row='22' start-col='2'>
+            <bounding-box x1='418' y1='469' x2='437' y2='479'/>
+            <content>14.9</content>
+         </cell>
+         <cell id='87' start-row='22' start-col='3'>
+            <bounding-box x1='551' y1='469' x2='570' y2='479'/>
+            <content>12.1</content>
+         </cell>
+         <cell id='88' start-row='23' start-col='0'>
+            <bounding-box x1='35' y1='458' x2='57' y2='468'/>
+            <content>2016</content>
+         </cell>
+         <cell id='89' start-row='23' start-col='1'>
+            <bounding-box x1='285' y1='458' x2='303' y2='468'/>
+            <content>14.5</content>
+         </cell>
+         <cell id='90' start-row='23' start-col='2'>
+            <bounding-box x1='418' y1='458' x2='437' y2='468'/>
+            <content>14.8</content>
+         </cell>
+         <cell id='91' start-row='23' start-col='3'>
+            <bounding-box x1='551' y1='458' x2='570' y2='468'/>
+            <content>12.1</content>
+         </cell>
+         <cell id='92' start-row='24' start-col='0'>
+            <bounding-box x1='35' y1='447' x2='57' y2='457'/>
+            <content>2017</content>
+         </cell>
+         <cell id='93' start-row='24' start-col='1'>
+            <bounding-box x1='285' y1='447' x2='303' y2='457'/>
+            <content>14.4</content>
+         </cell>
+         <cell id='94' start-row='24' start-col='2'>
+            <bounding-box x1='418' y1='447' x2='437' y2='457'/>
+            <content>14.7</content>
+         </cell>
+         <cell id='95' start-row='24' start-col='3'>
+            <bounding-box x1='551' y1='447' x2='570' y2='457'/>
+            <content>12.0</content>
+         </cell>
+         <cell id='96' start-row='25' start-col='0'>
+            <bounding-box x1='35' y1='436' x2='57' y2='446'/>
+            <content>2018</content>
+         </cell>
+         <cell id='97' start-row='25' start-col='1'>
+            <bounding-box x1='285' y1='436' x2='303' y2='446'/>
+            <content>14.3</content>
+         </cell>
+         <cell id='98' start-row='25' start-col='2'>
+            <bounding-box x1='418' y1='436' x2='437' y2='446'/>
+            <content>14.6</content>
+         </cell>
+         <cell id='99' start-row='25' start-col='3'>
+            <bounding-box x1='551' y1='436' x2='570' y2='446'/>
+            <content>11.9</content>
+         </cell>
+         <cell id='100' start-row='26' start-col='0'>
+            <bounding-box x1='35' y1='425' x2='57' y2='435'/>
+            <content>2019</content>
+         </cell>
+         <cell id='101' start-row='26' start-col='1'>
+            <bounding-box x1='285' y1='425' x2='303' y2='435'/>
+            <content>14.2</content>
+         </cell>
+         <cell id='102' start-row='26' start-col='2'>
+            <bounding-box x1='418' y1='425' x2='437' y2='435'/>
+            <content>14.5</content>
+         </cell>
+         <cell id='103' start-row='26' start-col='3'>
+            <bounding-box x1='551' y1='425' x2='570' y2='435'/>
+            <content>11.8</content>
+         </cell>
+         <cell id='104' start-row='27' start-col='0'>
+            <bounding-box x1='35' y1='414' x2='57' y2='424'/>
+            <content>2020</content>
+         </cell>
+         <cell id='105' start-row='27' start-col='1'>
+            <bounding-box x1='285' y1='414' x2='303' y2='424'/>
+            <content>14.1</content>
+         </cell>
+         <cell id='106' start-row='27' start-col='2'>
+            <bounding-box x1='418' y1='414' x2='437' y2='424'/>
+            <content>14.4</content>
+         </cell>
+         <cell id='107' start-row='27' start-col='3'>
+            <bounding-box x1='551' y1='414' x2='570' y2='424'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='108' start-row='28' start-col='0'>
+            <bounding-box x1='35' y1='403' x2='57' y2='413'/>
+            <content>2021</content>
+         </cell>
+         <cell id='109' start-row='28' start-col='1'>
+            <bounding-box x1='285' y1='403' x2='303' y2='413'/>
+            <content>14.1</content>
+         </cell>
+         <cell id='110' start-row='28' start-col='2'>
+            <bounding-box x1='418' y1='403' x2='437' y2='413'/>
+            <content>14.4</content>
+         </cell>
+         <cell id='111' start-row='28' start-col='3'>
+            <bounding-box x1='551' y1='403' x2='570' y2='413'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='1' start-row='0' start-col='0'>
+            <bounding-box x1='36' y1='721' x2='53' y2='730'/>
+            <content>Year</content>
+            <instruction instr-id='62' subinstr-id='0'/>
+            <instruction instr-id='62' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='1' col-increment='0' row-increment='-1' page='6'>
+         <cell id='1' start-row='1' start-col='2' end-col='5'>
+            <bounding-box x1='365' y1='721' x2='450' y2='731'/>
+            <content>Current expenditures</content>
+         </cell>
+         <cell id='2' start-row='2' start-col='2' end-col='3'>
+            <bounding-box x1='263' y1='707' x2='367' y2='717'/>
+            <content>Constant 2010–11 dollars</content>
+         </cell>
+         <cell id='3' start-row='2' start-col='4' end-col='5'>
+            <bounding-box x1='468' y1='707' x2='528' y2='717'/>
+            <content>Current dollars</content>
+         </cell>
+         <cell id='4' start-row='1' end-row='3' start-col='1'>
+            <bounding-box x1='153' y1='683' x2='213' y2='703'/>
+            <content>Fall enrollment
+(In thousands)</content>
+         </cell>
+         <cell id='5' start-row='3' start-col='2'>
+            <bounding-box x1='261' y1='683' x2='304' y2='703'/>
+            <content>Total
+(in billions)</content>
+         </cell>
+         <cell id='6' start-row='3' start-col='3'>
+            <bounding-box x1='328' y1='683' x2='395' y2='703'/>
+            <content>Perpupil
+in fall enrollment</content>
+         </cell>
+         <cell id='7' start-row='3' start-col='4'>
+            <bounding-box x1='443' y1='683' x2='486' y2='703'/>
+            <content>Total
+(in billions)</content>
+         </cell>
+         <cell id='8' start-row='3' start-col='5'>
+            <bounding-box x1='510' y1='683' x2='576' y2='703'/>
+            <content>Perpupil
+in fall enrollment</content>
+         </cell>
+         <cell id='9' start-row='1' end-row='3' start-col='0'>
+            <bounding-box x1='42' y1='683' x2='91' y2='693'/>
+            <content>School year</content>
+         </cell>
+         <cell id='15' start-row='4' start-col='0'>
+            <bounding-box x1='42' y1='668' x2='70' y2='678'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='16' start-row='5' start-col='0'>
+            <bounding-box x1='42' y1='658' x2='77' y2='668'/>
+            <content>1996–97</content>
+         </cell>
+         <cell id='17' start-row='5' start-col='1'>
+            <bounding-box x1='184' y1='658' x2='213' y2='668'/>
+            <content>45,611</content>
+         </cell>
+         <cell id='18' start-row='5' start-col='2'>
+            <bounding-box x1='276' y1='658' x2='304' y2='668'/>
+            <content>$375.9</content>
+         </cell>
+         <cell id='19' start-row='5' start-col='3'>
+            <bounding-box x1='367' y1='658' x2='395' y2='668'/>
+            <content>$8,242</content>
+         </cell>
+         <cell id='20' start-row='5' start-col='4'>
+            <bounding-box x1='457' y1='658' x2='486' y2='668'/>
+            <content>$270.2</content>
+         </cell>
+         <cell id='21' start-row='5' start-col='5'>
+            <bounding-box x1='548' y1='658' x2='576' y2='668'/>
+            <content>$5,923</content>
+         </cell>
+         <cell id='22' start-row='6' start-col='0'>
+            <bounding-box x1='42' y1='647' x2='77' y2='657'/>
+            <content>1997–98</content>
+         </cell>
+         <cell id='23' start-row='6' start-col='1'>
+            <bounding-box x1='184' y1='647' x2='213' y2='657'/>
+            <content>46,127</content>
+         </cell>
+         <cell id='24' start-row='6' start-col='2'>
+            <bounding-box x1='281' y1='647' x2='304' y2='657'/>
+            <content>390.2</content>
+         </cell>
+         <cell id='25' start-row='6' start-col='3'>
+            <bounding-box x1='372' y1='647' x2='395' y2='657'/>
+            <content>8,460</content>
+         </cell>
+         <cell id='26' start-row='6' start-col='4'>
+            <bounding-box x1='462' y1='647' x2='486' y2='657'/>
+            <content>285.5</content>
+         </cell>
+         <cell id='27' start-row='6' start-col='5'>
+            <bounding-box x1='553' y1='647' x2='576' y2='657'/>
+            <content>6,189</content>
+         </cell>
+         <cell id='28' start-row='7' start-col='0'>
+            <bounding-box x1='42' y1='636' x2='77' y2='646'/>
+            <content>1998–99</content>
+         </cell>
+         <cell id='29' start-row='7' start-col='1'>
+            <bounding-box x1='184' y1='636' x2='213' y2='646'/>
+            <content>46,539</content>
+         </cell>
+         <cell id='30' start-row='7' start-col='2'>
+            <bounding-box x1='281' y1='636' x2='304' y2='646'/>
+            <content>407.0</content>
+         </cell>
+         <cell id='31' start-row='7' start-col='3'>
+            <bounding-box x1='372' y1='636' x2='395' y2='646'/>
+            <content>8,745</content>
+         </cell>
+         <cell id='32' start-row='7' start-col='4'>
+            <bounding-box x1='462' y1='636' x2='486' y2='646'/>
+            <content>302.9</content>
+         </cell>
+         <cell id='33' start-row='7' start-col='5'>
+            <bounding-box x1='553' y1='636' x2='576' y2='646'/>
+            <content>6,508</content>
+         </cell>
+         <cell id='34' start-row='8' start-col='0'>
+            <bounding-box x1='42' y1='625' x2='87' y2='635'/>
+            <content>1999–2000</content>
+         </cell>
+         <cell id='35' start-row='8' start-col='1'>
+            <bounding-box x1='184' y1='625' x2='213' y2='635'/>
+            <content>46,857</content>
+         </cell>
+         <cell id='36' start-row='8' start-col='2'>
+            <bounding-box x1='281' y1='625' x2='304' y2='635'/>
+            <content>423.0</content>
+         </cell>
+         <cell id='37' start-row='8' start-col='3'>
+            <bounding-box x1='372' y1='625' x2='395' y2='635'/>
+            <content>9,028</content>
+         </cell>
+         <cell id='38' start-row='8' start-col='4'>
+            <bounding-box x1='462' y1='625' x2='486' y2='635'/>
+            <content>323.9</content>
+         </cell>
+         <cell id='39' start-row='8' start-col='5'>
+            <bounding-box x1='553' y1='625' x2='576' y2='635'/>
+            <content>6,912</content>
+         </cell>
+         <cell id='40' start-row='9' start-col='0'>
+            <bounding-box x1='42' y1='614' x2='77' y2='624'/>
+            <content>2000–01</content>
+         </cell>
+         <cell id='41' start-row='9' start-col='1'>
+            <bounding-box x1='184' y1='614' x2='213' y2='624'/>
+            <content>47,204</content>
+         </cell>
+         <cell id='42' start-row='9' start-col='2'>
+            <bounding-box x1='281' y1='614' x2='304' y2='624'/>
+            <content>440.0</content>
+         </cell>
+         <cell id='43' start-row='9' start-col='3'>
+            <bounding-box x1='372' y1='614' x2='395' y2='624'/>
+            <content>9,321</content>
+         </cell>
+         <cell id='44' start-row='9' start-col='4'>
+            <bounding-box x1='462' y1='614' x2='486' y2='624'/>
+            <content>348.4</content>
+         </cell>
+         <cell id='45' start-row='9' start-col='5'>
+            <bounding-box x1='553' y1='614' x2='576' y2='624'/>
+            <content>7,380</content>
+         </cell>
+         <cell id='46' start-row='10' start-col='0'>
+            <bounding-box x1='42' y1='603' x2='77' y2='613'/>
+            <content>2001–02</content>
+         </cell>
+         <cell id='47' start-row='10' start-col='1'>
+            <bounding-box x1='184' y1='603' x2='213' y2='613'/>
+            <content>47,672</content>
+         </cell>
+         <cell id='48' start-row='10' start-col='2'>
+            <bounding-box x1='281' y1='603' x2='304' y2='613'/>
+            <content>457.1</content>
+         </cell>
+         <cell id='49' start-row='10' start-col='3'>
+            <bounding-box x1='372' y1='603' x2='395' y2='613'/>
+            <content>9,589</content>
+         </cell>
+         <cell id='50' start-row='10' start-col='4'>
+            <bounding-box x1='462' y1='603' x2='486' y2='613'/>
+            <content>368.4</content>
+         </cell>
+         <cell id='51' start-row='10' start-col='5'>
+            <bounding-box x1='553' y1='603' x2='576' y2='613'/>
+            <content>7,727</content>
+         </cell>
+         <cell id='52' start-row='11' start-col='0'>
+            <bounding-box x1='42' y1='592' x2='77' y2='602'/>
+            <content>2002–03</content>
+         </cell>
+         <cell id='53' start-row='11' start-col='1'>
+            <bounding-box x1='184' y1='592' x2='213' y2='602'/>
+            <content>48,183</content>
+         </cell>
+         <cell id='54' start-row='11' start-col='2'>
+            <bounding-box x1='281' y1='592' x2='304' y2='602'/>
+            <content>470.6</content>
+         </cell>
+         <cell id='55' start-row='11' start-col='3'>
+            <bounding-box x1='372' y1='592' x2='395' y2='602'/>
+            <content>9,767</content>
+         </cell>
+         <cell id='56' start-row='11' start-col='4'>
+            <bounding-box x1='462' y1='592' x2='486' y2='602'/>
+            <content>387.6</content>
+         </cell>
+         <cell id='57' start-row='11' start-col='5'>
+            <bounding-box x1='553' y1='592' x2='576' y2='602'/>
+            <content>8,044</content>
+         </cell>
+         <cell id='58' start-row='12' start-col='0'>
+            <bounding-box x1='42' y1='581' x2='77' y2='591'/>
+            <content>2003–04</content>
+         </cell>
+         <cell id='59' start-row='12' start-col='1'>
+            <bounding-box x1='184' y1='581' x2='213' y2='591'/>
+            <content>48,540</content>
+         </cell>
+         <cell id='60' start-row='12' start-col='2'>
+            <bounding-box x1='281' y1='581' x2='304' y2='591'/>
+            <content>479.2</content>
+         </cell>
+         <cell id='61' start-row='12' start-col='3'>
+            <bounding-box x1='372' y1='581' x2='395' y2='591'/>
+            <content>9,873</content>
+         </cell>
+         <cell id='62' start-row='12' start-col='4'>
+            <bounding-box x1='462' y1='581' x2='486' y2='591'/>
+            <content>403.4</content>
+         </cell>
+         <cell id='63' start-row='12' start-col='5'>
+            <bounding-box x1='553' y1='581' x2='576' y2='591'/>
+            <content>8,310</content>
+         </cell>
+         <cell id='64' start-row='13' start-col='0'>
+            <bounding-box x1='42' y1='570' x2='77' y2='580'/>
+            <content>2004–05</content>
+         </cell>
+         <cell id='65' start-row='13' start-col='1'>
+            <bounding-box x1='184' y1='570' x2='213' y2='580'/>
+            <content>48,795</content>
+         </cell>
+         <cell id='66' start-row='13' start-col='2'>
+            <bounding-box x1='281' y1='570' x2='304' y2='580'/>
+            <content>490.2</content>
+         </cell>
+         <cell id='67' start-row='13' start-col='3'>
+            <bounding-box x1='367' y1='570' x2='395' y2='580'/>
+            <content>10,047</content>
+         </cell>
+         <cell id='68' start-row='13' start-col='4'>
+            <bounding-box x1='462' y1='570' x2='486' y2='580'/>
+            <content>425.0</content>
+         </cell>
+         <cell id='69' start-row='13' start-col='5'>
+            <bounding-box x1='553' y1='570' x2='576' y2='580'/>
+            <content>8,711</content>
+         </cell>
+         <cell id='70' start-row='14' start-col='0'>
+            <bounding-box x1='42' y1='559' x2='77' y2='569'/>
+            <content>2005–06</content>
+         </cell>
+         <cell id='71' start-row='14' start-col='1'>
+            <bounding-box x1='184' y1='559' x2='213' y2='569'/>
+            <content>49,113</content>
+         </cell>
+         <cell id='72' start-row='14' start-col='2'>
+            <bounding-box x1='281' y1='559' x2='304' y2='569'/>
+            <content>499.2</content>
+         </cell>
+         <cell id='73' start-row='14' start-col='3'>
+            <bounding-box x1='367' y1='559' x2='395' y2='569'/>
+            <content>10,163</content>
+         </cell>
+         <cell id='74' start-row='14' start-col='4'>
+            <bounding-box x1='462' y1='559' x2='486' y2='569'/>
+            <content>449.1</content>
+         </cell>
+         <cell id='75' start-row='14' start-col='5'>
+            <bounding-box x1='553' y1='559' x2='576' y2='569'/>
+            <content>9,145</content>
+         </cell>
+         <cell id='76' start-row='15' start-col='0'>
+            <bounding-box x1='42' y1='548' x2='77' y2='558'/>
+            <content>2006–07</content>
+         </cell>
+         <cell id='77' start-row='15' start-col='1'>
+            <bounding-box x1='184' y1='548' x2='213' y2='558'/>
+            <content>49,262</content>
+         </cell>
+         <cell id='78' start-row='15' start-col='2'>
+            <bounding-box x1='281' y1='548' x2='304' y2='558'/>
+            <content>516.5</content>
+         </cell>
+         <cell id='79' start-row='15' start-col='3'>
+            <bounding-box x1='367' y1='548' x2='395' y2='558'/>
+            <content>10,473</content>
+         </cell>
+         <cell id='80' start-row='15' start-col='4'>
+            <bounding-box x1='462' y1='548' x2='486' y2='558'/>
+            <content>476.8</content>
+         </cell>
+         <cell id='81' start-row='15' start-col='5'>
+            <bounding-box x1='553' y1='548' x2='576' y2='558'/>
+            <content>9,669</content>
+         </cell>
+         <cell id='82' start-row='16' start-col='0'>
+            <bounding-box x1='42' y1='537' x2='77' y2='547'/>
+            <content>2007–08</content>
+         </cell>
+         <cell id='83' start-row='16' start-col='1'>
+            <bounding-box x1='184' y1='537' x2='213' y2='547'/>
+            <content>49,221</content>
+         </cell>
+         <cell id='84' start-row='16' start-col='2'>
+            <bounding-box x1='281' y1='537' x2='304' y2='547'/>
+            <content>529.4</content>
+         </cell>
+         <cell id='85' start-row='16' start-col='3'>
+            <bounding-box x1='367' y1='537' x2='395' y2='547'/>
+            <content>10,741</content>
+         </cell>
+         <cell id='86' start-row='16' start-col='4'>
+            <bounding-box x1='462' y1='537' x2='486' y2='547'/>
+            <content>506.9</content>
+         </cell>
+         <cell id='87' start-row='16' start-col='5'>
+            <bounding-box x1='548' y1='537' x2='576' y2='547'/>
+            <content>10,283</content>
+         </cell>
+         <cell id='88' start-row='17' start-col='0'>
+            <bounding-box x1='42' y1='526' x2='77' y2='536'/>
+            <content>2008–09</content>
+         </cell>
+         <cell id='89' start-row='17' start-col='1'>
+            <bounding-box x1='184' y1='526' x2='213' y2='536'/>
+            <content>49,003</content>
+         </cell>
+         <cell id='90' start-row='17' start-col='2'>
+            <bounding-box x1='281' y1='526' x2='304' y2='536'/>
+            <content>534.6</content>
+         </cell>
+         <cell id='91' start-row='17' start-col='3'>
+            <bounding-box x1='367' y1='526' x2='395' y2='536'/>
+            <content>10,909</content>
+         </cell>
+         <cell id='92' start-row='17' start-col='4'>
+            <bounding-box x1='462' y1='526' x2='486' y2='536'/>
+            <content>519.0</content>
+         </cell>
+         <cell id='93' start-row='17' start-col='5'>
+            <bounding-box x1='548' y1='526' x2='576' y2='536'/>
+            <content>10,591</content>
+         </cell>
+         <cell id='94' start-row='18' start-col='0'>
+            <bounding-box x1='42' y1='505' x2='84' y2='515'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='95' start-row='19' start-col='0'>
+            <bounding-box x1='42' y1='494' x2='77' y2='504'/>
+            <content>2009–10</content>
+         </cell>
+         <cell id='96' start-row='19' start-col='1'>
+            <bounding-box x1='184' y1='494' x2='213' y2='504'/>
+            <content>49,373</content>
+         </cell>
+         <cell id='97' start-row='19' start-col='2'>
+            <bounding-box x1='281' y1='494' x2='304' y2='504'/>
+            <content>519.3</content>
+         </cell>
+         <cell id='98' start-row='19' start-col='3'>
+            <bounding-box x1='367' y1='494' x2='395' y2='504'/>
+            <content>10,518</content>
+         </cell>
+         <cell id='99' start-row='19' start-col='4'>
+            <bounding-box x1='462' y1='494' x2='486' y2='504'/>
+            <content>519.3</content>
+         </cell>
+         <cell id='100' start-row='19' start-col='5'>
+            <bounding-box x1='548' y1='494' x2='576' y2='504'/>
+            <content>10,518</content>
+         </cell>
+         <cell id='101' start-row='20' start-col='0'>
+            <bounding-box x1='42' y1='483' x2='77' y2='493'/>
+            <content>2010–11</content>
+         </cell>
+         <cell id='102' start-row='20' start-col='1'>
+            <bounding-box x1='184' y1='483' x2='213' y2='493'/>
+            <content>49,484</content>
+         </cell>
+         <cell id='103' start-row='20' start-col='2'>
+            <bounding-box x1='281' y1='483' x2='304' y2='493'/>
+            <content>539.5</content>
+         </cell>
+         <cell id='104' start-row='20' start-col='3'>
+            <bounding-box x1='367' y1='483' x2='395' y2='493'/>
+            <content>10,902</content>
+         </cell>
+         <cell id='105' start-row='20' start-col='4'>
+            <bounding-box x1='462' y1='483' x2='486' y2='493'/>
+            <content>539.4</content>
+         </cell>
+         <cell id='106' start-row='20' start-col='5'>
+            <bounding-box x1='548' y1='483' x2='576' y2='493'/>
+            <content>10,901</content>
+         </cell>
+         <cell id='107' start-row='21' start-col='0'>
+            <bounding-box x1='42' y1='472' x2='77' y2='482'/>
+            <content>2011–12</content>
+         </cell>
+         <cell id='108' start-row='21' start-col='1'>
+            <bounding-box x1='184' y1='472' x2='213' y2='482'/>
+            <content>49,636</content>
+         </cell>
+         <cell id='109' start-row='21' start-col='2'>
+            <bounding-box x1='281' y1='472' x2='304' y2='482'/>
+            <content>541.6</content>
+         </cell>
+         <cell id='110' start-row='21' start-col='3'>
+            <bounding-box x1='367' y1='472' x2='395' y2='482'/>
+            <content>10,912</content>
+         </cell>
+         <cell id='111' start-row='21' start-col='4'>
+            <bounding-box x1='462' y1='472' x2='486' y2='482'/>
+            <content>556.0</content>
+         </cell>
+         <cell id='112' start-row='21' start-col='5'>
+            <bounding-box x1='548' y1='472' x2='576' y2='482'/>
+            <content>11,201</content>
+         </cell>
+         <cell id='113' start-row='22' start-col='0'>
+            <bounding-box x1='42' y1='461' x2='77' y2='471'/>
+            <content>2012–13</content>
+         </cell>
+         <cell id='114' start-row='22' start-col='1'>
+            <bounding-box x1='184' y1='461' x2='213' y2='471'/>
+            <content>49,828</content>
+         </cell>
+         <cell id='115' start-row='22' start-col='2'>
+            <bounding-box x1='281' y1='461' x2='304' y2='471'/>
+            <content>548.7</content>
+         </cell>
+         <cell id='116' start-row='22' start-col='3'>
+            <bounding-box x1='367' y1='461' x2='395' y2='471'/>
+            <content>11,012</content>
+         </cell>
+         <cell id='117' start-row='22' start-col='4'>
+            <bounding-box x1='462' y1='461' x2='486' y2='471'/>
+            <content>571.4</content>
+         </cell>
+         <cell id='118' start-row='22' start-col='5'>
+            <bounding-box x1='548' y1='461' x2='576' y2='471'/>
+            <content>11,467</content>
+         </cell>
+         <cell id='119' start-row='23' start-col='0'>
+            <bounding-box x1='42' y1='450' x2='77' y2='460'/>
+            <content>2013–14</content>
+         </cell>
+         <cell id='120' start-row='23' start-col='1'>
+            <bounding-box x1='184' y1='450' x2='213' y2='460'/>
+            <content>50,067</content>
+         </cell>
+         <cell id='121' start-row='23' start-col='2'>
+            <bounding-box x1='281' y1='450' x2='304' y2='460'/>
+            <content>556.8</content>
+         </cell>
+         <cell id='122' start-row='23' start-col='3'>
+            <bounding-box x1='367' y1='450' x2='395' y2='460'/>
+            <content>11,121</content>
+         </cell>
+         <cell id='123' start-row='23' start-col='4'>
+            <bounding-box x1='462' y1='450' x2='486' y2='460'/>
+            <content>591.3</content>
+         </cell>
+         <cell id='124' start-row='23' start-col='5'>
+            <bounding-box x1='548' y1='450' x2='576' y2='460'/>
+            <content>11,810</content>
+         </cell>
+         <cell id='125' start-row='24' start-col='0'>
+            <bounding-box x1='42' y1='439' x2='77' y2='449'/>
+            <content>2014–15</content>
+         </cell>
+         <cell id='126' start-row='24' start-col='1'>
+            <bounding-box x1='184' y1='439' x2='213' y2='449'/>
+            <content>50,407</content>
+         </cell>
+         <cell id='127' start-row='24' start-col='2'>
+            <bounding-box x1='281' y1='439' x2='304' y2='449'/>
+            <content>571.3</content>
+         </cell>
+         <cell id='128' start-row='24' start-col='3'>
+            <bounding-box x1='367' y1='439' x2='395' y2='449'/>
+            <content>11,335</content>
+         </cell>
+         <cell id='129' start-row='24' start-col='4'>
+            <bounding-box x1='462' y1='439' x2='486' y2='449'/>
+            <content>619.1</content>
+         </cell>
+         <cell id='130' start-row='24' start-col='5'>
+            <bounding-box x1='548' y1='439' x2='576' y2='449'/>
+            <content>12,281</content>
+         </cell>
+         <cell id='131' start-row='25' start-col='0'>
+            <bounding-box x1='42' y1='428' x2='77' y2='438'/>
+            <content>2015–16</content>
+         </cell>
+         <cell id='132' start-row='25' start-col='1'>
+            <bounding-box x1='184' y1='428' x2='213' y2='438'/>
+            <content>50,773</content>
+         </cell>
+         <cell id='133' start-row='25' start-col='2'>
+            <bounding-box x1='281' y1='428' x2='304' y2='438'/>
+            <content>585.6</content>
+         </cell>
+         <cell id='134' start-row='25' start-col='3'>
+            <bounding-box x1='367' y1='428' x2='395' y2='438'/>
+            <content>11,534</content>
+         </cell>
+         <cell id='135' start-row='25' start-col='4'>
+            <bounding-box x1='476' y1='428' x2='486' y2='438'/>
+            <content>—</content>
+         </cell>
+         <cell id='136' start-row='25' start-col='5'>
+            <bounding-box x1='566' y1='428' x2='576' y2='438'/>
+            <content>—</content>
+         </cell>
+         <cell id='137' start-row='26' start-col='0'>
+            <bounding-box x1='42' y1='417' x2='77' y2='427'/>
+            <content>2016–17</content>
+         </cell>
+         <cell id='138' start-row='26' start-col='1'>
+            <bounding-box x1='184' y1='417' x2='213' y2='427'/>
+            <content>51,146</content>
+         </cell>
+         <cell id='139' start-row='26' start-col='2'>
+            <bounding-box x1='281' y1='417' x2='304' y2='427'/>
+            <content>599.0</content>
+         </cell>
+         <cell id='140' start-row='26' start-col='3'>
+            <bounding-box x1='367' y1='417' x2='395' y2='427'/>
+            <content>11,711</content>
+         </cell>
+         <cell id='141' start-row='26' start-col='4'>
+            <bounding-box x1='476' y1='417' x2='486' y2='427'/>
+            <content>—</content>
+         </cell>
+         <cell id='142' start-row='26' start-col='5'>
+            <bounding-box x1='566' y1='417' x2='576' y2='427'/>
+            <content>—</content>
+         </cell>
+         <cell id='143' start-row='27' start-col='0'>
+            <bounding-box x1='42' y1='406' x2='77' y2='416'/>
+            <content>2017–18</content>
+         </cell>
+         <cell id='144' start-row='27' start-col='1'>
+            <bounding-box x1='184' y1='406' x2='213' y2='416'/>
+            <content>51,524</content>
+         </cell>
+         <cell id='145' start-row='27' start-col='2'>
+            <bounding-box x1='281' y1='406' x2='304' y2='416'/>
+            <content>612.5</content>
+         </cell>
+         <cell id='146' start-row='27' start-col='3'>
+            <bounding-box x1='367' y1='406' x2='395' y2='416'/>
+            <content>11,888</content>
+         </cell>
+         <cell id='147' start-row='27' start-col='4'>
+            <bounding-box x1='476' y1='406' x2='486' y2='416'/>
+            <content>—</content>
+         </cell>
+         <cell id='148' start-row='27' start-col='5'>
+            <bounding-box x1='566' y1='406' x2='576' y2='416'/>
+            <content>—</content>
+         </cell>
+         <cell id='149' start-row='28' start-col='0'>
+            <bounding-box x1='42' y1='395' x2='77' y2='405'/>
+            <content>2018–19</content>
+         </cell>
+         <cell id='150' start-row='28' start-col='1'>
+            <bounding-box x1='184' y1='395' x2='213' y2='405'/>
+            <content>51,880</content>
+         </cell>
+         <cell id='151' start-row='28' start-col='2'>
+            <bounding-box x1='281' y1='395' x2='304' y2='405'/>
+            <content>625.5</content>
+         </cell>
+         <cell id='152' start-row='28' start-col='3'>
+            <bounding-box x1='367' y1='395' x2='395' y2='405'/>
+            <content>12,058</content>
+         </cell>
+         <cell id='153' start-row='28' start-col='4'>
+            <bounding-box x1='476' y1='395' x2='486' y2='405'/>
+            <content>—</content>
+         </cell>
+         <cell id='154' start-row='28' start-col='5'>
+            <bounding-box x1='566' y1='395' x2='576' y2='405'/>
+            <content>—</content>
+         </cell>
+         <cell id='155' start-row='29' start-col='0'>
+            <bounding-box x1='42' y1='384' x2='77' y2='394'/>
+            <content>2019–20</content>
+         </cell>
+         <cell id='156' start-row='29' start-col='1'>
+            <bounding-box x1='184' y1='384' x2='213' y2='394'/>
+            <content>52,260</content>
+         </cell>
+         <cell id='157' start-row='29' start-col='2'>
+            <bounding-box x1='281' y1='384' x2='304' y2='394'/>
+            <content>639.8</content>
+         </cell>
+         <cell id='158' start-row='29' start-col='3'>
+            <bounding-box x1='367' y1='384' x2='395' y2='394'/>
+            <content>12,243</content>
+         </cell>
+         <cell id='159' start-row='29' start-col='4'>
+            <bounding-box x1='476' y1='384' x2='486' y2='394'/>
+            <content>—</content>
+         </cell>
+         <cell id='160' start-row='29' start-col='5'>
+            <bounding-box x1='566' y1='384' x2='576' y2='394'/>
+            <content>—</content>
+         </cell>
+         <cell id='161' start-row='30' start-col='0'>
+            <bounding-box x1='42' y1='373' x2='77' y2='383'/>
+            <content>2020–21</content>
+         </cell>
+         <cell id='162' start-row='30' start-col='1'>
+            <bounding-box x1='184' y1='373' x2='213' y2='383'/>
+            <content>52,688</content>
+         </cell>
+         <cell id='163' start-row='30' start-col='2'>
+            <bounding-box x1='281' y1='373' x2='304' y2='383'/>
+            <content>654.5</content>
+         </cell>
+         <cell id='164' start-row='30' start-col='3'>
+            <bounding-box x1='367' y1='373' x2='395' y2='383'/>
+            <content>12,423</content>
+         </cell>
+         <cell id='165' start-row='30' start-col='4'>
+            <bounding-box x1='476' y1='373' x2='486' y2='383'/>
+            <content>—</content>
+         </cell>
+         <cell id='166' start-row='30' start-col='5'>
+            <bounding-box x1='566' y1='373' x2='576' y2='383'/>
+            <content>—</content>
+         </cell>
+         <cell id='167' start-row='31' start-col='0'>
+            <bounding-box x1='42' y1='362' x2='77' y2='372'/>
+            <content>2021–22</content>
+         </cell>
+         <cell id='168' start-row='31' start-col='1'>
+            <bounding-box x1='184' y1='362' x2='213' y2='372'/>
+            <content>53,113</content>
+         </cell>
+         <cell id='169' start-row='31' start-col='2'>
+            <bounding-box x1='281' y1='362' x2='304' y2='372'/>
+            <content>665.5</content>
+         </cell>
+         <cell id='170' start-row='31' start-col='3'>
+            <bounding-box x1='367' y1='362' x2='395' y2='372'/>
+            <content>12,530</content>
+         </cell>
+         <cell id='171' start-row='31' start-col='4'>
+            <bounding-box x1='476' y1='362' x2='486' y2='372'/>
+            <content>—</content>
+         </cell>
+         <cell id='172' start-row='31' start-col='5'>
+            <bounding-box x1='566' y1='362' x2='576' y2='372'/>
+            <content>—</content>
+         </cell>
+      </region>
+   </table>
+   <table id='7'>
+      <region id='1' col-increment='0' row-increment='-1' page='7'>
+         <cell id='56' start-row='1' start-col='2' end-col='5'>
+            <bounding-box x1='361' y1='721' x2='446' y2='731'/>
+            <content>Current expenditures</content>
+         </cell>
+         <cell id='48' start-row='2' start-col='2' end-col='3'>
+            <bounding-box x1='261' y1='707' x2='365' y2='717'/>
+            <content>Constant 2008–09 dollars</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='4' end-col='5'>
+            <bounding-box x1='463' y1='707' x2='523' y2='717'/>
+            <content>Current dollars</content>
+         </cell>
+         <cell id='4' start-row='1' end-row='3' start-col='1'>
+            <bounding-box x1='157' y1='683' x2='214' y2='703'/>
+            <content>ADA
+(In thousands)</content>
+         </cell>
+         <cell id='5' start-row='3' start-col='2'>
+            <bounding-box x1='26ß' y1='683' x2='303' y2='703'/>
+            <content>Total
+(in billions)</content>
+         </cell>
+         <cell id='6' start-row='3' start-col='4'>
+            <bounding-box x1='438' y1='683' x2='481' y2='703'/>
+            <content>Total
+(in billions)</content>
+         </cell>
+         <cell id='7' start-row='1' end-row='3' start-col='0'>
+            <bounding-box x1='36' y1='683' x2='84' y2='693'/>
+            <content>School year</content>
+         </cell>
+         <cell id='10' start-row='3' start-col='3'>
+            <bounding-box x1='325' y1='683' x2='392' y2='693'/>
+            <content>Per pupil in ADA</content>
+         </cell>
+         <cell id='12' start-row='3' start-col='5'>
+            <bounding-box x1='503' y1='683' x2='570' y2='693'/>
+            <content>Per pupil in ADA</content>
+         </cell>
+         <cell id='13' start-row='4' start-col='0'>
+            <bounding-box x1='35' y1='668' x2='64' y2='678'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='14' start-row='5' start-col='0'>
+            <bounding-box x1='35' y1='657' x2='71' y2='667'/>
+            <content>1996–97</content>
+         </cell>
+         <cell id='15' start-row='5' start-col='1'>
+            <bounding-box x1='186' y1='657' x2='214' y2='667'/>
+            <content>42,262</content>
+         </cell>
+         <cell id='16' start-row='5' start-col='2'>
+            <bounding-box x1='274' y1='657' x2='303' y2='667'/>
+            <content>$375.9</content>
+         </cell>
+         <cell id='17' start-row='5' start-col='3'>
+            <bounding-box x1='363' y1='657' x2='392' y2='667'/>
+            <content>$8,895</content>
+         </cell>
+         <cell id='18' start-row='5' start-col='4'>
+            <bounding-box x1='453' y1='657' x2='481' y2='667'/>
+            <content>$270.2</content>
+         </cell>
+         <cell id='19' start-row='5' start-col='5'>
+            <bounding-box x1='541' y1='657' x2='570' y2='667'/>
+            <content>$6,393</content>
+         </cell>
+         <cell id='20' start-row='6' start-col='0'>
+            <bounding-box x1='35' y1='646' x2='71' y2='656'/>
+            <content>1997–98</content>
+         </cell>
+         <cell id='21' start-row='6' start-col='1'>
+            <bounding-box x1='186' y1='646' x2='214' y2='656'/>
+            <content>42,766</content>
+         </cell>
+         <cell id='22' start-row='6' start-col='2'>
+            <bounding-box x1='279' y1='646' x2='303' y2='656'/>
+            <content>390.2</content>
+         </cell>
+         <cell id='23' start-row='6' start-col='3'>
+            <bounding-box x1='368' y1='646' x2='392' y2='656'/>
+            <content>9,125</content>
+         </cell>
+         <cell id='24' start-row='6' start-col='4'>
+            <bounding-box x1='458' y1='646' x2='481' y2='656'/>
+            <content>285.5</content>
+         </cell>
+         <cell id='25' start-row='6' start-col='5'>
+            <bounding-box x1='546' y1='646' x2='570' y2='656'/>
+            <content>6,676</content>
+         </cell>
+         <cell id='26' start-row='7' start-col='0'>
+            <bounding-box x1='36' y1='636' x2='71' y2='646'/>
+            <content>1998–99</content>
+         </cell>
+         <cell id='27' start-row='7' start-col='1'>
+            <bounding-box x1='186' y1='636' x2='214' y2='646'/>
+            <content>43,187</content>
+         </cell>
+         <cell id='28' start-row='7' start-col='2'>
+            <bounding-box x1='279' y1='636' x2='303' y2='646'/>
+            <content>407.0</content>
+         </cell>
+         <cell id='29' start-row='7' start-col='3'>
+            <bounding-box x1='368' y1='636' x2='392' y2='646'/>
+            <content>9,423</content>
+         </cell>
+         <cell id='30' start-row='7' start-col='4'>
+            <bounding-box x1='458' y1='636' x2='481' y2='646'/>
+            <content>302.9</content>
+         </cell>
+         <cell id='31' start-row='7' start-col='5'>
+            <bounding-box x1='546' y1='636' x2='570' y2='646'/>
+            <content>7,013</content>
+         </cell>
+         <cell id='32' start-row='8' start-col='0'>
+            <bounding-box x1='36' y1='625' x2='81' y2='635'/>
+            <content>1999–2000</content>
+         </cell>
+         <cell id='33' start-row='8' start-col='1'>
+            <bounding-box x1='186' y1='625' x2='214' y2='635'/>
+            <content>43,807</content>
+         </cell>
+         <cell id='34' start-row='8' start-col='2'>
+            <bounding-box x1='279' y1='625' x2='303' y2='635'/>
+            <content>423.0</content>
+         </cell>
+         <cell id='35' start-row='8' start-col='3'>
+            <bounding-box x1='368' y1='625' x2='392' y2='635'/>
+            <content>9,656</content>
+         </cell>
+         <cell id='36' start-row='8' start-col='4'>
+            <bounding-box x1='458' y1='625' x2='481' y2='635'/>
+            <content>323.9</content>
+         </cell>
+         <cell id='37' start-row='8' start-col='5'>
+            <bounding-box x1='546' y1='625' x2='570' y2='635'/>
+            <content>7,394</content>
+         </cell>
+         <cell id='38' start-row='9' start-col='0'>
+            <bounding-box x1='36' y1='614' x2='71' y2='624'/>
+            <content>2000–01</content>
+         </cell>
+         <cell id='39' start-row='9' start-col='1'>
+            <bounding-box x1='186' y1='614' x2='214' y2='624'/>
+            <content>44,076</content>
+         </cell>
+         <cell id='40' start-row='9' start-col='2'>
+            <bounding-box x1='279' y1='614' x2='303' y2='624'/>
+            <content>440.0</content>
+         </cell>
+         <cell id='41' start-row='9' start-col='3'>
+            <bounding-box x1='368' y1='614' x2='392' y2='624'/>
+            <content>9,982</content>
+         </cell>
+         <cell id='42' start-row='9' start-col='4'>
+            <bounding-box x1='458' y1='614' x2='481' y2='624'/>
+            <content>348.4</content>
+         </cell>
+         <cell id='43' start-row='9' start-col='5'>
+            <bounding-box x1='546' y1='614' x2='570' y2='624'/>
+            <content>7,904</content>
+         </cell>
+         <cell id='44' start-row='10' start-col='0'>
+            <bounding-box x1='36' y1='603' x2='71' y2='613'/>
+            <content>2001–02</content>
+         </cell>
+         <cell id='45' start-row='10' start-col='1'>
+            <bounding-box x1='186' y1='603' x2='214' y2='613'/>
+            <content>44,605</content>
+         </cell>
+         <cell id='46' start-row='10' start-col='2'>
+            <bounding-box x1='279' y1='603' x2='303' y2='613'/>
+            <content>457.1</content>
+         </cell>
+         <cell id='47' start-row='10' start-col='3'>
+            <bounding-box x1='363' y1='603' x2='392' y2='613'/>
+            <content>10,249</content>
+         </cell>
+         <cell id='48' start-row='10' start-col='4'>
+            <bounding-box x1='458' y1='603' x2='481' y2='613'/>
+            <content>368.4</content>
+         </cell>
+         <cell id='49' start-row='10' start-col='5'>
+            <bounding-box x1='547' y1='603' x2='570' y2='613'/>
+            <content>8,259</content>
+         </cell>
+         <cell id='50' start-row='11' start-col='0'>
+            <bounding-box x1='36' y1='592' x2='71' y2='602'/>
+            <content>2002–03</content>
+         </cell>
+         <cell id='51' start-row='11' start-col='1'>
+            <bounding-box x1='186' y1='592' x2='214' y2='602'/>
+            <content>45,017</content>
+         </cell>
+         <cell id='52' start-row='11' start-col='2'>
+            <bounding-box x1='279' y1='592' x2='303' y2='602'/>
+            <content>470.6</content>
+         </cell>
+         <cell id='53' start-row='11' start-col='3'>
+            <bounding-box x1='363' y1='592' x2='392' y2='602'/>
+            <content>10,454</content>
+         </cell>
+         <cell id='54' start-row='11' start-col='4'>
+            <bounding-box x1='458' y1='592' x2='481' y2='602'/>
+            <content>387.6</content>
+         </cell>
+         <cell id='55' start-row='11' start-col='5'>
+            <bounding-box x1='547' y1='592' x2='570' y2='602'/>
+            <content>8,610</content>
+         </cell>
+         <cell id='56' start-row='12' start-col='0'>
+            <bounding-box x1='36' y1='581' x2='71' y2='591'/>
+            <content>2003–04</content>
+         </cell>
+         <cell id='57' start-row='12' start-col='1'>
+            <bounding-box x1='186' y1='581' x2='214' y2='591'/>
+            <content>45,326</content>
+         </cell>
+         <cell id='58' start-row='12' start-col='2'>
+            <bounding-box x1='279' y1='581' x2='303' y2='591'/>
+            <content>479.2</content>
+         </cell>
+         <cell id='59' start-row='12' start-col='3'>
+            <bounding-box x1='363' y1='581' x2='392' y2='591'/>
+            <content>10,573</content>
+         </cell>
+         <cell id='60' start-row='12' start-col='4'>
+            <bounding-box x1='458' y1='581' x2='481' y2='591'/>
+            <content>403.4</content>
+         </cell>
+         <cell id='61' start-row='12' start-col='5'>
+            <bounding-box x1='547' y1='581' x2='570' y2='591'/>
+            <content>8,900</content>
+         </cell>
+         <cell id='62' start-row='13' start-col='0'>
+            <bounding-box x1='36' y1='570' x2='71' y2='580'/>
+            <content>2004–05</content>
+         </cell>
+         <cell id='63' start-row='13' start-col='1'>
+            <bounding-box x1='186' y1='570' x2='214' y2='580'/>
+            <content>45,625</content>
+         </cell>
+         <cell id='64' start-row='13' start-col='2'>
+            <bounding-box x1='279' y1='570' x2='303' y2='580'/>
+            <content>490.2</content>
+         </cell>
+         <cell id='65' start-row='13' start-col='3'>
+            <bounding-box x1='363' y1='570' x2='392' y2='580'/>
+            <content>10,745</content>
+         </cell>
+         <cell id='66' start-row='13' start-col='4'>
+            <bounding-box x1='458' y1='570' x2='481' y2='580'/>
+            <content>425.0</content>
+         </cell>
+         <cell id='67' start-row='13' start-col='5'>
+            <bounding-box x1='547' y1='570' x2='570' y2='580'/>
+            <content>9,316</content>
+         </cell>
+         <cell id='68' start-row='14' start-col='0'>
+            <bounding-box x1='36' y1='559' x2='71' y2='569'/>
+            <content>2005–06</content>
+         </cell>
+         <cell id='69' start-row='14' start-col='1'>
+            <bounding-box x1='186' y1='559' x2='214' y2='569'/>
+            <content>45,932</content>
+         </cell>
+         <cell id='70' start-row='14' start-col='2'>
+            <bounding-box x1='279' y1='559' x2='303' y2='569'/>
+            <content>499.2</content>
+         </cell>
+         <cell id='71' start-row='14' start-col='3'>
+            <bounding-box x1='363' y1='559' x2='392' y2='569'/>
+            <content>10,867</content>
+         </cell>
+         <cell id='72' start-row='14' start-col='4'>
+            <bounding-box x1='458' y1='559' x2='481' y2='569'/>
+            <content>449.1</content>
+         </cell>
+         <cell id='73' start-row='14' start-col='5'>
+            <bounding-box x1='547' y1='559' x2='570' y2='569'/>
+            <content>9,778</content>
+         </cell>
+         <cell id='74' start-row='15' start-col='0'>
+            <bounding-box x1='36' y1='549' x2='71' y2='559'/>
+            <content>2006–07</content>
+         </cell>
+         <cell id='75' start-row='15' start-col='1'>
+            <bounding-box x1='186' y1='549' x2='214' y2='559'/>
+            <content>46,133</content>
+         </cell>
+         <cell id='76' start-row='15' start-col='2'>
+            <bounding-box x1='279' y1='549' x2='303' y2='559'/>
+            <content>516.5</content>
+         </cell>
+         <cell id='77' start-row='15' start-col='3'>
+            <bounding-box x1='363' y1='549' x2='392' y2='559'/>
+            <content>11,196</content>
+         </cell>
+         <cell id='78' start-row='15' start-col='4'>
+            <bounding-box x1='458' y1='549' x2='481' y2='559'/>
+            <content>476.8</content>
+         </cell>
+         <cell id='79' start-row='15' start-col='5'>
+            <bounding-box x1='542' y1='549' x2='570' y2='559'/>
+            <content>10,336</content>
+         </cell>
+         <cell id='80' start-row='16' start-col='0'>
+            <bounding-box x1='36' y1='538' x2='71' y2='548'/>
+            <content>2007–08</content>
+         </cell>
+         <cell id='81' start-row='16' start-col='1'>
+            <bounding-box x1='186' y1='538' x2='214' y2='548'/>
+            <content>46,156</content>
+         </cell>
+         <cell id='82' start-row='16' start-col='2'>
+            <bounding-box x1='279' y1='538' x2='303' y2='548'/>
+            <content>529.4</content>
+         </cell>
+         <cell id='83' start-row='16' start-col='3'>
+            <bounding-box x1='363' y1='538' x2='392' y2='548'/>
+            <content>11,471</content>
+         </cell>
+         <cell id='84' start-row='16' start-col='4'>
+            <bounding-box x1='458' y1='538' x2='481' y2='548'/>
+            <content>506.9</content>
+         </cell>
+         <cell id='85' start-row='16' start-col='5'>
+            <bounding-box x1='542' y1='538' x2='570' y2='548'/>
+            <content>10,982</content>
+         </cell>
+         <cell id='86' start-row='17' start-col='0'>
+            <bounding-box x1='36' y1='527' x2='71' y2='537'/>
+            <content>2008–09</content>
+         </cell>
+         <cell id='87' start-row='17' start-col='1'>
+            <bounding-box x1='186' y1='527' x2='214' y2='537'/>
+            <content>46,213</content>
+         </cell>
+         <cell id='88' start-row='17' start-col='2'>
+            <bounding-box x1='279' y1='527' x2='303' y2='537'/>
+            <content>534.6</content>
+         </cell>
+         <cell id='89' start-row='17' start-col='3'>
+            <bounding-box x1='363' y1='527' x2='392' y2='537'/>
+            <content>11,568</content>
+         </cell>
+         <cell id='90' start-row='17' start-col='4'>
+            <bounding-box x1='458' y1='527' x2='481' y2='537'/>
+            <content>519.0</content>
+         </cell>
+         <cell id='91' start-row='17' start-col='5'>
+            <bounding-box x1='542' y1='527' x2='570' y2='537'/>
+            <content>11,231</content>
+         </cell>
+         <cell id='92' start-row='18' start-col='0'>
+            <bounding-box x1='36' y1='505' x2='78' y2='515'/>
+            <content>Projected</content>
+         </cell>
+         <cell id='93' start-row='19' start-col='0'>
+            <bounding-box x1='36' y1='494' x2='71' y2='504'/>
+            <content>2009–10</content>
+         </cell>
+         <cell id='94' start-row='19' start-col='1'>
+            <bounding-box x1='186' y1='494' x2='214' y2='504'/>
+            <content>46,176</content>
+         </cell>
+         <cell id='95' start-row='19' start-col='2'>
+            <bounding-box x1='279' y1='494' x2='303' y2='504'/>
+            <content>519.3</content>
+         </cell>
+         <cell id='96' start-row='19' start-col='3'>
+            <bounding-box x1='363' y1='494' x2='392' y2='504'/>
+            <content>11,246</content>
+         </cell>
+         <cell id='97' start-row='19' start-col='4'>
+            <bounding-box x1='458' y1='494' x2='481' y2='504'/>
+            <content>519.3</content>
+         </cell>
+         <cell id='98' start-row='19' start-col='5'>
+            <bounding-box x1='542' y1='494' x2='570' y2='504'/>
+            <content>11,246</content>
+         </cell>
+         <cell id='99' start-row='20' start-col='0'>
+            <bounding-box x1='36' y1='483' x2='71' y2='493'/>
+            <content>2010–11</content>
+         </cell>
+         <cell id='100' start-row='20' start-col='1'>
+            <bounding-box x1='186' y1='483' x2='214' y2='493'/>
+            <content>46,280</content>
+         </cell>
+         <cell id='101' start-row='20' start-col='2'>
+            <bounding-box x1='280' y1='483' x2='303' y2='493'/>
+            <content>539.5</content>
+         </cell>
+         <cell id='102' start-row='20' start-col='3'>
+            <bounding-box x1='363' y1='483' x2='392' y2='493'/>
+            <content>11,657</content>
+         </cell>
+         <cell id='103' start-row='20' start-col='4'>
+            <bounding-box x1='458' y1='483' x2='481' y2='493'/>
+            <content>539.4</content>
+         </cell>
+         <cell id='104' start-row='20' start-col='5'>
+            <bounding-box x1='542' y1='483' x2='570' y2='493'/>
+            <content>11,655</content>
+         </cell>
+         <cell id='105' start-row='21' start-col='0'>
+            <bounding-box x1='36' y1='473' x2='71' y2='483'/>
+            <content>2011–12</content>
+         </cell>
+         <cell id='106' start-row='21' start-col='1'>
+            <bounding-box x1='186' y1='473' x2='214' y2='483'/>
+            <content>46,422</content>
+         </cell>
+         <cell id='107' start-row='21' start-col='2'>
+            <bounding-box x1='280' y1='473' x2='303' y2='483'/>
+            <content>541.6</content>
+         </cell>
+         <cell id='108' start-row='21' start-col='3'>
+            <bounding-box x1='363' y1='473' x2='392' y2='483'/>
+            <content>11,668</content>
+         </cell>
+         <cell id='109' start-row='21' start-col='4'>
+            <bounding-box x1='458' y1='473' x2='481' y2='483'/>
+            <content>556.0</content>
+         </cell>
+         <cell id='110' start-row='21' start-col='5'>
+            <bounding-box x1='542' y1='473' x2='570' y2='483'/>
+            <content>11,976</content>
+         </cell>
+         <cell id='111' start-row='22' start-col='0'>
+            <bounding-box x1='36' y1='462' x2='71' y2='472'/>
+            <content>2012–13</content>
+         </cell>
+         <cell id='112' start-row='22' start-col='1'>
+            <bounding-box x1='186' y1='462' x2='214' y2='472'/>
+            <content>46,602</content>
+         </cell>
+         <cell id='113' start-row='22' start-col='2'>
+            <bounding-box x1='280' y1='462' x2='303' y2='472'/>
+            <content>548.7</content>
+         </cell>
+         <cell id='114' start-row='22' start-col='3'>
+            <bounding-box x1='363' y1='462' x2='392' y2='472'/>
+            <content>11,775</content>
+         </cell>
+         <cell id='115' start-row='22' start-col='4'>
+            <bounding-box x1='458' y1='462' x2='481' y2='472'/>
+            <content>571.4</content>
+         </cell>
+         <cell id='116' start-row='22' start-col='5'>
+            <bounding-box x1='542' y1='462' x2='570' y2='472'/>
+            <content>12,261</content>
+         </cell>
+         <cell id='117' start-row='23' start-col='0'>
+            <bounding-box x1='36' y1='451' x2='71' y2='461'/>
+            <content>2013–14</content>
+         </cell>
+         <cell id='118' start-row='23' start-col='1'>
+            <bounding-box x1='186' y1='451' x2='214' y2='461'/>
+            <content>46,825</content>
+         </cell>
+         <cell id='119' start-row='23' start-col='2'>
+            <bounding-box x1='280' y1='451' x2='303' y2='461'/>
+            <content>556.8</content>
+         </cell>
+         <cell id='120' start-row='23' start-col='3'>
+            <bounding-box x1='363' y1='451' x2='392' y2='461'/>
+            <content>11,890</content>
+         </cell>
+         <cell id='121' start-row='23' start-col='4'>
+            <bounding-box x1='458' y1='451' x2='481' y2='461'/>
+            <content>591.3</content>
+         </cell>
+         <cell id='122' start-row='23' start-col='5'>
+            <bounding-box x1='542' y1='451' x2='570' y2='461'/>
+            <content>12,628</content>
+         </cell>
+         <cell id='123' start-row='24' start-col='0'>
+            <bounding-box x1='36' y1='440' x2='71' y2='450'/>
+            <content>2014–15</content>
+         </cell>
+         <cell id='124' start-row='24' start-col='1'>
+            <bounding-box x1='186' y1='440' x2='214' y2='450'/>
+            <content>47,143</content>
+         </cell>
+         <cell id='125' start-row='24' start-col='2'>
+            <bounding-box x1='280' y1='440' x2='303' y2='450'/>
+            <content>571.3</content>
+         </cell>
+         <cell id='126' start-row='24' start-col='3'>
+            <bounding-box x1='363' y1='440' x2='392' y2='450'/>
+            <content>12,119</content>
+         </cell>
+         <cell id='127' start-row='24' start-col='4'>
+            <bounding-box x1='458' y1='440' x2='481' y2='450'/>
+            <content>619.1</content>
+         </cell>
+         <cell id='128' start-row='24' start-col='5'>
+            <bounding-box x1='542' y1='440' x2='570' y2='450'/>
+            <content>13,132</content>
+         </cell>
+         <cell id='129' start-row='25' start-col='0'>
+            <bounding-box x1='36' y1='429' x2='71' y2='439'/>
+            <content>2015–16</content>
+         </cell>
+         <cell id='130' start-row='25' start-col='1'>
+            <bounding-box x1='186' y1='429' x2='214' y2='439'/>
+            <content>47,486</content>
+         </cell>
+         <cell id='131' start-row='25' start-col='2'>
+            <bounding-box x1='279' y1='429' x2='303' y2='439'/>
+            <content>585.6</content>
+         </cell>
+         <cell id='132' start-row='25' start-col='3'>
+            <bounding-box x1='363' y1='429' x2='392' y2='439'/>
+            <content>12,332</content>
+         </cell>
+         <cell id='133' start-row='25' start-col='4'>
+            <bounding-box x1='471' y1='429' x2='481' y2='439'/>
+            <content>—</content>
+         </cell>
+         <cell id='134' start-row='25' start-col='5'>
+            <bounding-box x1='560' y1='429' x2='570' y2='439'/>
+            <content>—</content>
+         </cell>
+         <cell id='135' start-row='26' start-col='0'>
+            <bounding-box x1='36' y1='418' x2='71' y2='428'/>
+            <content>2016–17</content>
+         </cell>
+         <cell id='136' start-row='26' start-col='1'>
+            <bounding-box x1='186' y1='418' x2='214' y2='428'/>
+            <content>47,834</content>
+         </cell>
+         <cell id='137' start-row='26' start-col='2'>
+            <bounding-box x1='279' y1='418' x2='303' y2='428'/>
+            <content>599.0</content>
+         </cell>
+         <cell id='138' start-row='26' start-col='3'>
+            <bounding-box x1='363' y1='418' x2='392' y2='428'/>
+            <content>12,522</content>
+         </cell>
+         <cell id='139' start-row='26' start-col='4'>
+            <bounding-box x1='471' y1='418' x2='481' y2='428'/>
+            <content>—</content>
+         </cell>
+         <cell id='140' start-row='26' start-col='5'>
+            <bounding-box x1='560' y1='418' x2='570' y2='428'/>
+            <content>—</content>
+         </cell>
+         <cell id='141' start-row='27' start-col='0'>
+            <bounding-box x1='36' y1='407' x2='71' y2='417'/>
+            <content>2017–18</content>
+         </cell>
+         <cell id='142' start-row='27' start-col='1'>
+            <bounding-box x1='186' y1='407' x2='214' y2='417'/>
+            <content>48,188</content>
+         </cell>
+         <cell id='143' start-row='27' start-col='2'>
+            <bounding-box x1='279' y1='407' x2='303' y2='417'/>
+            <content>612.5</content>
+         </cell>
+         <cell id='144' start-row='27' start-col='3'>
+            <bounding-box x1='363' y1='407' x2='392' y2='417'/>
+            <content>12,711</content>
+         </cell>
+         <cell id='145' start-row='27' start-col='4'>
+            <bounding-box x1='471' y1='407' x2='481' y2='417'/>
+            <content>—</content>
+         </cell>
+         <cell id='146' start-row='27' start-col='5'>
+            <bounding-box x1='560' y1='407' x2='570' y2='417'/>
+            <content>—</content>
+         </cell>
+         <cell id='147' start-row='28' start-col='0'>
+            <bounding-box x1='36' y1='396' x2='71' y2='406'/>
+            <content>2018–19</content>
+         </cell>
+         <cell id='148' start-row='28' start-col='1'>
+            <bounding-box x1='186' y1='396' x2='214' y2='406'/>
+            <content>48,521</content>
+         </cell>
+         <cell id='149' start-row='28' start-col='2'>
+            <bounding-box x1='279' y1='396' x2='303' y2='406'/>
+            <content>625.5</content>
+         </cell>
+         <cell id='150' start-row='28' start-col='3'>
+            <bounding-box x1='363' y1='396' x2='392' y2='406'/>
+            <content>12,892</content>
+         </cell>
+         <cell id='151' start-row='28' start-col='4'>
+            <bounding-box x1='471' y1='396' x2='481' y2='406'/>
+            <content>—</content>
+         </cell>
+         <cell id='152' start-row='28' start-col='5'>
+            <bounding-box x1='560' y1='396' x2='570' y2='406'/>
+            <content>—</content>
+         </cell>
+         <cell id='153' start-row='29' start-col='0'>
+            <bounding-box x1='36' y1='386' x2='71' y2='396'/>
+            <content>2019–20</content>
+         </cell>
+         <cell id='154' start-row='29' start-col='1'>
+            <bounding-box x1='186' y1='386' x2='214' y2='396'/>
+            <content>48,876</content>
+         </cell>
+         <cell id='155' start-row='29' start-col='2'>
+            <bounding-box x1='279' y1='386' x2='303' y2='396'/>
+            <content>639.8</content>
+         </cell>
+         <cell id='156' start-row='29' start-col='3'>
+            <bounding-box x1='363' y1='386' x2='392' y2='396'/>
+            <content>13,091</content>
+         </cell>
+         <cell id='157' start-row='29' start-col='4'>
+            <bounding-box x1='471' y1='386' x2='481' y2='396'/>
+            <content>—</content>
+         </cell>
+         <cell id='158' start-row='29' start-col='5'>
+            <bounding-box x1='560' y1='386' x2='570' y2='396'/>
+            <content>—</content>
+         </cell>
+         <cell id='159' start-row='30' start-col='0'>
+            <bounding-box x1='36' y1='375' x2='71' y2='385'/>
+            <content>2020–21</content>
+         </cell>
+         <cell id='160' start-row='30' start-col='1'>
+            <bounding-box x1='186' y1='375' x2='214' y2='385'/>
+            <content>49,276</content>
+         </cell>
+         <cell id='161' start-row='30' start-col='2'>
+            <bounding-box x1='279' y1='375' x2='303' y2='385'/>
+            <content>654.5</content>
+         </cell>
+         <cell id='162' start-row='30' start-col='3'>
+            <bounding-box x1='363' y1='375' x2='392' y2='385'/>
+            <content>13,283</content>
+         </cell>
+         <cell id='163' start-row='30' start-col='4'>
+            <bounding-box x1='471' y1='375' x2='481' y2='385'/>
+            <content>—</content>
+         </cell>
+         <cell id='164' start-row='30' start-col='5'>
+            <bounding-box x1='560' y1='375' x2='570' y2='385'/>
+            <content>—</content>
+         </cell>
+         <cell id='165' start-row='31' start-col='0'>
+            <bounding-box x1='36' y1='364' x2='71' y2='374'/>
+            <content>2021–22</content>
+         </cell>
+         <cell id='166' start-row='31' start-col='1'>
+            <bounding-box x1='186' y1='364' x2='214' y2='374'/>
+            <content>49,674</content>
+         </cell>
+         <cell id='167' start-row='31' start-col='2'>
+            <bounding-box x1='279' y1='364' x2='303' y2='374'/>
+            <content>665.5</content>
+         </cell>
+         <cell id='168' start-row='31' start-col='3'>
+            <bounding-box x1='363' y1='364' x2='392' y2='374'/>
+            <content>13,397</content>
+         </cell>
+         <cell id='169' start-row='31' start-col='4'>
+            <bounding-box x1='471' y1='364' x2='481' y2='374'/>
+            <content>—</content>
+         </cell>
+         <cell id='170' start-row='31' start-col='5'>
+            <bounding-box x1='560' y1='364' x2='570' y2='374'/>
+            <content>—</content>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a154cdf9a519c856dc5b45a40bbdafc7eb6ea053
GIT binary patch
literal 55844
zcma&NQ?O{uvaZ{0+qP|MblV!;wr$(CZQHhO+s2)9#o6~n-1TtxON)w(%&eC6Qh$7v
zNh&WQM$1UY0!2D{6<Yws$U(qBU~6Cj#lu4{ZER!eWJbWq`HxAFUd-Ie$=HE_Ud&40
z$ymhL(ALP9j}OYx$-!9P8p<szT5Hn*dpzFzRPBivV}3~0c>9~Ja$P63o4Msr6FD2%
z3m_38A{yivh?&L@g3oPEm1paE-v~v(SPhkv>dN?3qDERTtN|@}|L<|HtDM^J3v>AX
zV*KyL{*4=H=;8Lyg{>OX4E95AXX*Z~t$PgSfZgXk6>Vx@1Ms`^-2z;zoSI8@Aihnn
z?so?h3(Vl`X6)vv<@pMsc>Bi9ZOdRYF=V`I>#8DDm9{k>k4^0AujglH<!@W}$6_*O
z51GzR_o&uR@8`K>0$O0AZdEsaPE8SONkpvL?P=rZekpZ=P*pWoqaGiyWmJo0!|BSD
zi5_fA+spn|#(GpKb#b!Rp!}re33J_uXLHIaOkTh>Y+kanrM+zZJ51F*QPnjk@RTW!
z4klAmiDO94Y#$c((?;%Q<nTE3@v7qE_#XnJ`{=~mP-xi{)7L><Sv2%1Qzs4$UFOXB
zeIxg2E3weTVb(`XT-lV>DH9&!BO3a%P;Nb1y0qCdzveCzwnE^QgN*kmuqqqKt3;y6
z+<vKeO|6Q%2?L+V+`-D}m^Y1_ZFtu^O>KtU`F_iP6N1+svo>PlcA>5Qv(ugCKRYSx
zHFxFV-|RKF>G2f?u0H%z7@Th8KQ&=>rMwz&Iwt5pGu1`30aV$r5uZ+7`LqFAy7zmD
z0k5S0lL%Jb^q(VP(W9+RpEc{_YBXUZ2ELpM`2RZndqh-qAEc4eG+)rjjvLjacMxPR
zmPcw#36+8u&vxF2)&ScLmA5yt^qHgjjlK9iep&C$2p-OFmoGO>-S{u`a`-K?qx*;Z
z?r#qd`}VHvJXd_Ye#m?{aIu4>r_<k)Cr!LDgQ2#<B`#!DEx9hC-d_`kkb}LLJEiZt
zE!bX|komg7ctqoiT|*)JU{~<k_jnaKcnj?A)vBTBUC|)pY6Tp<_A{9sNtC5432L=I
zIo+QhFSTkUTbiDe*yN=LS`RIU6ydDq@Rh@@zl_~mpjuT3yPkz8)wr@xC7&sO)!gY<
z+3RZbC3>M2Ngk=J60a)lWE^S-*vES#0LIP672T4767C#m-~3T(6=m_p)Fkc!#TyU7
zpQu#o<wpjh$+JoxB}|Wn7T#w+adWRd*=7;N<7VcuHjC#mSuH@TqvS2~!|{U|5)i*2
z65mt`Q%zVj<?ujRp{zHE!-Qfa+sBDf#RwUx@51+^-Hg7?-Y%PmiT}8f1P`o^{sGKv
zzK_R<&f-Dx7lSg0fgJak3?sW_DTe)Za^vH*Vjo3jv(#@$elcl^p@o4}3;8SFBTkZ-
zAff2e)Q>v8SIp<6Xcqx%hDrkeIecq$I6t9ILAwBaAj~9o*!h9U)#qRizt%09HJ*X)
z*3EtO+P8Oe6YRX2a-~_8yigc^8@#Rt6^ghV9e^8N1_9@iBzjkvk`LhlgN98;3LGnL
zP~D|}IFe2_?nUy&s`zy1vcyK|O`I14Igy?|?7MaKLUCi0rO0DUx-33(+A54Ng9^wd
zZ7W5*fD&Ddr-D7tVV}%8(zM4F?I!PxWw<3hf@unkg)a5m#)-%73Qs?JeLf_cPhqFu
zF;Gs`paG36W*J#sJ(SZ>4cL(!tXhy2!CDAY18Ee|PMfrx-JpKr`DmDBL~qD^5%9oo
z-3!;d&Ew6<cja*AWHbCyDljC<N|PsIrs^`oLg=<zRRzmR_$F&Ng8F$mUs?X0oHpLT
z58rL|dr`PHa2sdQvWs!1D|+bJBE#6zYFAnyhfrs*jsT9YL4%*?GAGJVct=)=YXwCl
zDg&cf%ch!eyEL-u@%vl%^=oG_j6Qd9_l3EEt+);o)Mnt=6c<*Fa*s%wH!7t@nkT)?
zXxjK)a5Ri@ARWWBprl+ef<VCywk(?dCLn9lhGl%fS4G4RAMd+$^Ezr9>$`j9iY>-Z
z1gnj_-gjOEPK+~!LP6oLm@vs8o`7$?nS&HI)01eWjozAPG(n+aD9Sm25`C|uDT7Bc
zl+7EFix2m@xgUB+eCne&Hr{6`{K8x953nYS7CQ_G+0|<BH)`TicCH38AmX#3k1>no
z!DY-85%6$vh|Odgbn5qb!*7*vx4LCkF4S9EZU-AKjq^mT`aV6I$*09`TRxY1MD!h}
z%!lm7`C(?S(N3cfLpp9YvCQxa)B8nAc3~obQa~-A<bg7g1X~!MV<CF~MB9izk)gNq
zw?oE!`MwpnVj)?n)vx{$^k?Prs-A|^zwQ?L3s;d&K`<e4Ol!iViDSRS@3c4`FA1E@
ztxYkM9NI$9S*lWV4O7|2&1>r#zSB@SO9ZH;dJpu*+87|g>b4x_s-i;VA-Tg}*F-g5
zPnNR_1>sPT3>Wm3&7de#pD38)vYh|w);05+tYU^iOtpbP3v^^8N)sIen;ndba*09H
zQZhkYm2{D4SY0cD`m~U*jo973!}cA@AuT4<uAkMH!^=2WhamAiQZYG_Vbf8jE}sb-
z*5Dvx&K{417OpD1S8wR`3*@|dmhUS7(l?*ux61U#r;*<ViD$21OoYS5Tw3ZSP9<Iq
zWOBj*fTz(~HcGagtZbyiFFB`CKouD+#GWyEx!CCG@CI&q-DH-Nf}<uz^$NR465=$D
zyxx;4%=oWGf{3glt6AW&)Zcp89I#6it4SeEC<jhG**>^d)TKZjJB&^dY}dTb(ZTS3
z1B7T|K;dZwDnQ{Jm<C8b<t^~Oh61gqjs@H(4k*xVo`rN)xECgIFFD+O!KNZ-=FfXK
zH}@Sz?J?5geYc)G)PU9O1x*)^gv+-gOX9FtHkQ<;4p&Yg-JA*Jp5d(nrrnRbE>54A
z6c-6|Bwh&^!?^;;nG3SFi*WV8TU+9gKuO6Y{R)=JrNn`_$zq!=x}lzlmbN(To?S0l
zgn8A>G$e#IFBzYZ?*@_?I!Z}o3nbWlQUyij#NsBMh9C;^0))gZOghncex571dWZ)w
zJRlsUvYVhSii|@-Z|qHp7DJ5!`x=n}ipR0DaJxzZGM^K{5b_)d{+u{Uz#PwV91mZ&
zbahSe%(0{}@TnBx{TrEA&ZSw&%^S|;*#u&RrY3v|*OF;oKLgENucqh)cd1&Rb=+IH
z&qKI)cq33mO{rtB5~hK7X%in~cKhW0{?afZWD)9ZWvUoU+|$ki**_vjTr+Z6iZZ}#
zMwlhC<K`4L!1m}$J1v}d2hD#Nfi?)CpoD1fpoD<9c~B*hcxIE@&58XH+DHr_Kh4g&
z$JWdU;joHd1OD&{cRcBmEbe0zTNZ-G#-S!<@d1%_dq(P^9{Ikuz1O)%kbs`VLMC;B
z4Zls~&nU}4(0Y166pt-32~t9W1XE)Ftvt#cUc<u4gQuhEJa0oo514eF&6QeV_a|x;
z3MQ87uLFW_QU=XUb3)><TeAt0Mi!yXY!|v9##7_;CI@K9KW}qF7n*wA9Gza3x!5Ek
z7%JGckg6wS1S8fOQ|bujSrsA)f6;K(U#gVPR!Ixzo?x(76;4zrVbm~1*w}xu;hga5
z<<7}*buHb$vv+fK^K$>F+tmC060K9SK!E-U>EneJE&elEJ=DPLa`B)+dUtXvc=@5d
z3<YJypeobV$i;tNW1wBdtyC_3Ee0I~q{Tgz{_e|%m*e`1_@t>s1KwoC%8+zM!n>h~
zZC~iuRfAMeb+ZY!F@ba=h#zzr$QhaqiEK#3QeNXYcy879TYJ6#p7C{|RP|FmACHi<
zV-?g8I9qwp2Pdg=aSV`xCCS@(4di>Pq#b?tD*ooJ?@uMOp^L^Tm;4ghm8I|7yPd0h
z!{<0V=9UQ*4NRa7O->a=cDBKMpz3rMq#8$X;ijY>m6EJkEI{PgT0B<JMDMtVX#cY=
z@VFbAy3M$1N49D=r`hyEgYKl`y~IJJCoIb@xQYc=Tv&{R$9V986>Tc3*@2OZf=>2=
zL*L|-+k3nc0Vy;(kZ6E4Hl#XgrcyblJYf1`X>kV5Q+zpAcQBb)#sad4o>9V(8I!SD
zZbj$fEI9qXn@T@51G}b3(ou#$ZBA<QQ%Oefjt0p6&;m*41WIre_K31>9f8A|ut_P&
z;XGD;MYqmvzwOG|0$r>cI;t}i1+;o#&A}mm9m9oej_+Ii)Wl|chi@vSKlNxGkw0vn
zOu={Pt|^$Xx+n}_EN^qsw1mEE=kWJ{|I#0WjXQzg%V&!Rhlrhl>ud^E`>ao{`l3}w
zWtEO7A@1^&B#veoY0GQj#QV^P7`S=I*3EvO0g1ITRPdT6uKy5iuNYM^!gl_nGvxw(
zi@u^73!<VyHi&>Sl3IX)cWJq39-}boW%1sw++~8l&QZVlnCP=@dxR+S))ZmHO3lcU
zBZpRuy`YQh-OaLpkl)!Ee)E-$Y5Dqc5t4iGt;t99s2Am&`}sGXi&;?0rh}-QI5x=!
zw;!d(<&pxcB8JdyQl1OTXwBOw{%wOaM5Ac^Y**aAV7Bl`h;J;*d^~dv&l(<RIOE+)
z<U^`Ecin!(c(z5nv;5kIcbK=oF__N9Wh>i}_CejR@B;))7<n(NWpBnFxTA=X9_gK)
ze9v^7RBo{aeB_(-;(fBYULI}l6wPi!t?s4T+dR28Upv*5aBKtn&||HFt-zAQpx@Q<
z0G7&@3T=??H9$(Kf7+%%aj`tr8M2G;MrwAZ^lG9?(Qp$OH69vJvZiH%Mp97imapoh
zLSmUQvzuKKu*Mh)B;Fa3+`=}qcFp7A1m&1}7KUpScfTjY^@v<;#5P5@y!x<>dq7Xp
zmd4octOmZSDz~~h`Xf_yb##U)(U`4ON~c#SPUj-K87!PRQNg?1@n!q*CO33zGA8*#
za<Fu$s8kKK2e4+S-_K=PQI`!oyqiJofMWG5QNYOZmJ5_9oBP37TedcRC!+9{Ew(dO
zZ<3u8nIs6C2`^vwxNXX`8m6%VC&FM>z0yl1H$)K1DV%=}GtXS{{ESf=<@Dv}K)_v#
zju44Tnc_zW@9hY}6c+<^b>H35R~*#V$SJJ2Mt9l~vAPU0BVw2}aoT|)i~EAN{zQpB
z9V0mEaxp3Xxq_RKC&T3?T~4>-_>*>G8#j@YT$%)a%bhM_IL<Ffg+7ol=))6YTn7Pf
ze`>#d9!#}lLk~o^{pivA=Q!E>Er<t}n&^NcrP7kt4(EA9;uJg1GY)TMqs;8=4LJkr
zVDG5;kmOSt#@~V{4o9uS?_9Jy&UG=<5-xCG8>6Y-)j8)D|E1JxmLzyOg)P~)eqHM@
zRYT9zaosA$+?f5{>A;pBLE+#$*hx)CNPKLcH#AN<aO2D%dEw^pw?~4M<5x8#`9#WR
z9kYYA84>0J6;7*cB_x3!rL)APj1@}3`ht|G_V8FOak}X)z>1y``v<Z=cGLIj2CjVm
zqHx2@R8EG|xZ~)oJTRz=2G2t2av^Z2d?WI;zIA5?f4J6HOZM%4@~w;~r~S_2^Smy0
zUrW@I`iE8SxD_NpP)7dQ6jM6R(l8d%fqJrCL+5sEiY2ph%lCRhbG35%LGg`l<>%4-
zF|LM4X&d%v<!_freo6r0WAD}|@v8G%(KX$(Q#beVUp8qs&flm!H3U4C^2v8{2lT72
zN!Cm>l`RWLueEFb?1FyQ-SwiVWh@{Bk!HqS+U2v5s<TaJ`UBl-c?YGf6)$tsp{*5w
z?1$p)os{(_&w$4dUv3`3>owHF7Qkwlg02Y=;2%QkZ>zE8S<T58&a)fGb`gg18S44|
zq7>V3T(ad*>n82ok-yL%PoHDW#MtVFjW2xPd=Afe$@4#b{Lx!kA=f`SnTg~-`&V2$
zbVI+?=l?(qa4PV-L1P=E|3gXsS^bMv{sUD0U9d27FhKnuBQxuNffr`B{~dVIawTq!
z_c_fK=U4R9gt<w*TC5tu-W-p@m6Dywal_YCo(;oHsID8wwEP`8q40IBv^y6g6t;-<
zhAZuW63B<5@KW*n*{MUd#rR3}S?wIQ^+l?B=QyafSUC(}KlJE*`wReYC;P5)o%Y?z
zkFxP{eAP$Hd=$g#W*T4}sO~x}Y2T#%>9F$Q(YA-ie{y)!>gBTu`Cfy;&#=Xly@V@2
zd4cFXv~R@AJe-3db8~dI4pv{lr>*_@y!jkvca7wyb$TSdaC3w%+}-K=YX=Ifb+b0n
zZqm9Z+Yr7*XJdJu(5(eQ`8H7j4Ql~ucG#v(=~^yBTCXKO{v;U&ZT*kUuv^33@jo^{
z+N}v)GbB*A^`U{@q@Jacgf-fxI)mZwV76wEruvfv!=yO^_&|npRqcH8KttqrRJoL^
ztJlW`($2fjb+BfU{ntlps_=nZ)6FHM;N98QauSo?Tx+IxZ<~Z}j~*FPg|~03OiiNC
zZZkbKbL7rix4%%3@kS3mM2j3XFF!Q6Tb{ZdM(8{In|Ub|UB3SYxc&YUP;mG2&XzoM
z_1!2#b~`K6VEb=osM}m?B`KrZzw$I6+01X?kL$PTJcqABSh${o9Y(W0{JVK6Y2QBi
zGNg>3-(H!T1}~q%|0FqjeUxd~jU*edMBh+GYW(*nNfUM_!A$dmO67&Zli}h8)=@)Q
zk@JSOQBS?rw{1T|DpC7@OnCsH8@(F&ayqORukka;1+Z;~(<00Yea&7<x4nHaGT{gF
z-MO}H*)LD*AMX+4rVkmcGGjw;_Lp!!>#c8cGs9H6UM7Et4Un%KK)e=yYuck9X1&3)
zAxDm&m1O)#pfc6hwH-N@GdjWLpWiqNbC6*|%1%VXe0N|z4^4b8@P!63g>>Y+3EUJT
z4B01hsYq*Xep&>up|_|lNUNj=Nuxleh~+x5&NHwZ69{}{HXuiiq1Dv-LhRG~;4gwL
z9|U{tkooq!?gHKSQ^eQMZ^D8+_jAPG(EA&Lg5d+YA>i<vl&D8i$9dK%%o(*k0bAk}
zOx0f%PIF(eou~^&e1b#?x>7kJtkRokl{nxiqBHu)NwxM5$rFpB%rP^IXnY<@niItB
zk2MX?$*Z*}#b33Bg#Q#rSrv!K;o%JHbq|n(=fYI#%;>x9+|^k{sSwHDe%o>Iy==RQ
ztWnSVd6f&Mb3m73!Uf_d!QrFW_!qBKu{I?6!S5hKE^Deva0qg-RwEWc+IoNWNzVyK
zqGbe!yR8|`bQXE*%GX`IKs>CHFX4AVUoR<Ms22VWGMKlkcqUtzx9B)dc?jet>#;yB
z^%8s2GvvRgUEmv&3gm<E!dnhWXQHpJsrsqeyz-2qVCW`AucllE)l3~E%vI=dN}{Lk
znM=xDhQA=1hH_TOnZDrCp~!;$uE8F)`F6wlJVbQ$U#QFKTLN=>99|P>bg)v-j#BEO
zI0b7;NScMr9c4{$9{rKY=U({B?!5Bl{agIrvdJ4An~6ePty6G~nsre}oTA+_lXQ|;
zeO&y0bQCj%p7Jnm0p$2G;a%gP=G4l9BfBCkck(JLp>?a6HuP#&@id#)rmsoEi=l{8
z=&=*w5DiQ#RV|pqIq@2?Fo6>CQkC3ukQxbQmi4UGOegdE*DXv4xE=>CSKhtYyDlKL
znhF@~l?`+l1;5P|0XRI!vYD1dZ@EQP8EH$^n?c9hj*+H#8eq`jKH}Z?>h<&9{j+`3
zmP?zHaAt1=aei#^4XA(sQ}#|3n~2cRDudJsVr3XSxo~eQNJNoNx>6aDy!}oeUB_ue
zE_P6O*Nffe-Yr!9oRB?W`8IKrw*z$xM+S}rzLJdgdB~ZyoELG%T1jo+E=n7EfDz0S
zZw5ooaAvjY=ad>&Acnd93ZB~!9fO{8QHn!OidGt;B@vAbv~y^AK8@Mjny~87UenGv
zzd_cYpu9@!uwY`<jH@r*Ic|%`>-<pS0u+9Kyksrg8{E`uQe$5y%|>@nLufu)Kg$L)
z-i{6Is~sM>@NO%#lp5r7?!c1VobAPR^V)>pY9z1AKwm>543LrukWbKQUc0cBgl1z6
zN-c+!8(@Q?1K0}&XAzw8tbTUCjin?3Aw|5ed~X7j-kpPtXbEIlk9_5Eo!_d1_eK>w
z&(Zt|<>r91kO(7v1`~CEa%lA_3KZebK)HXle25(KwblY7PbmTX^>aH#V(P5xAo|j(
zV{s~jp#(u#7=>*B0nxy4z%9gI#qT2NPWuoV)*{F-`b%oVw2rb{{EqLnVNk<-Q2IXr
z(FAPBux=ZcjUxezn4H3_2hAf{4~D+XXAiZ*_pX_&M+Vz?vxJ32Z~n|d@er{1UpxpR
zRJlUpe2}=TymvCgr$;2qlmf;+Bk1oWD*A!iEYF>=dt3G#E`p9>{u@JE1g;g+O+NvO
z;;96pn~+T+J%yKAgLKWo3j)Zu0C30=2Q_MkubtBzaHWG_YGDrut%e+wqfbV1_8kU(
zCs_~O#a=o!2xqxf1WW6xT#ssmli&H+{Gi;zx^Q=S%T*w@dZkFWKr($q00055{%j!+
z<2V5L5NcC^_d?~&1Tg!$z@cdathSwU_TFZuduu^)sYDx2bRQ4eO^~JJH8K`*rWOJ?
z%&CqGDXF7HGE}983t$jV^Ar3$HX-tI`dl}HIf_SKKz(>c<N$}ultB0_<VZxs)ii{P
zAKEUOCxUhM)%5H{ReydXs%=A&>zjvpw1L{<i@Se7$?ZkkG&t-@j~zBtp@c@PZx|C9
z1-Kp~s(%|WR|kEzhVo7^Y>-7;ATtkCO2+4bo2px~X&*`Rk_)eC*Hd_&*=+~Cnv^*r
zurOCb<EY%=2$Ur29cf8|LV}7EX+ih^8C<e_6v;p;%0B|krNGu2lLA?k=WYO%DE~^-
zpN(l-^vjt*?eHDtItL$2w{+gR=#<q^G%6c#Ne>7}ishw5gR}G#R#3@MY<FOUcB|V*
zvRK!eVL`A^&pPMHXfgsEbFAteRMksj;q%FWbE`Q};#8La$UJD|g-;Yfr9&W2QUWs&
zkOJ*3{`k?Up#8>LzqjnV{OwSW1f323+QC9!$%KB_LF|&oM6*8Y+Ojcb+86pR-|}{R
z(Tn^dw?E`j#ECi@?tXV+#)Hp%Mx-yZ4Y@XV#eb06uO8WwE@~ut&IMFlkSRK2wWlT5
zE;ZLuHOrxvL{>{i)b5H=`E}&RVT0G#$W#^$@UE2*g2&!YR7NKPBp%x(fnk?AgJ3p+
z%$|(U5E=pHmAb>=FWu@JBK5WJ{_4SpQyZY=2lLdjbfSn$(w{Az@(!@J5YmpXrOdcb
zNeKo3TUZ>KtH5beJ7#*VZ}P;nfBif(|AvedNa5_;iYY+Mv({*e2au6+Do}@%A?)zG
zmdy57HP%Nyl9-1u8=o*62>23J`nBh<9!ZMOkRC3oIq)wE0r81}kFPbf%6Ur}frb?9
zWno!}creyr0?FuArEy=y%~8r9a>z%J{al!X=#>%%u9g(G)JdTY<eA4b(;eUoIy^oA
zFq;}nAJ?T<B-|SL&CNlu$A+BLnktFOS6QS%GZ%Z03GzrB5If0qh+QN2`%Ev{9Pex6
zEgi<4x0;F4m7X-I-?=`@gl#HyTGGS>1K32oj-GkeRy~x|eQaGJfxB1|mt)SHt?Hhc
zf#f&nc7QW9k@CC0*y4#ZKxj*|+9njP;om}{@!B*7%c3C@F>fSOoFUoYdVHb4i73eh
zY^@u(hiE8cg5J0sy<diiiD;&{(<dN*qcB|hjPvd|%{_>tstIz`UBn#blq1-s+Ggh5
zm1FD%*?z^yiRa1l6fK)76|<8LAd}#>C9h&5@nGDgM(|7&Ke5XU@q#+$tWuLMWg6C)
z=CWZ5{}uVs3s!f`0j9$7ynkeGECag-&~26I7vi42A+BpIjPy9ggq=|5Tuq7;b0URg
z+rA)}0Y!K795InwN}UXgSJvhan^jRSdy@vm+~Bt-d8i>5iE5)eYajb)&M(rF6;nKx
zs-%d^BAU^prgTqxqmRp!GHJe$%*KFb7KysWL2Em;T2k!X!NJs|3)n=-4%&)%gW{!j
ze=fQ}gRg`t1uvEZ-{NI!3as7{Cw?q(ZcHQP2^!im{MmzK1UM1PuINsw-i1VrgfON7
zIcU{`M9aU1l&WD);n0{ddTyF$@*EY{>(dF{u0%7;L1VrrBzb8N@Q@(nZVtIBpRi|0
zz>1nv%T!l{h<>HL;C7AS>A3baiy#<-js$O~7(4u?G=j~uH_l6$`_P7CE4~9>mpXzi
znn+`~5T9@u3pvu(=4#t<eFD6<cj*K)v}~OO>zLwJE?^Mh?36A(c{qLcB{*7{-X2~(
zfFQ1}A`#}0F5Y#`Fw7KB7xECf5_)9L;RG){r2$ww-I_c9<pne{|E2P-MePv`_ZF4J
z-&{Own&%9eRIja>lHhl8DjB{0wJS8zu^z+}x-2zQA?2&8bD{QHF90p`E~da&`9aJ9
zemsc*+2lPvvC9iEB^X?-is8)>uFI^NRe-O+aod(|OWm`IDx*uQu2~JdksWxCOoI0^
zn&i$wUN3*TIL@G>al$>}Wo!<Ss-`X4Ry201v`;FEked*5-l5c+vekXd@5)%{0+rVs
zvHk>7t#V-(aub1);7sF<DzBp~zoY7<0)`U5xCpZ?15s1EbK86AyImEk4i!v1Kd(tJ
zS5k0}cviZhNLQP9N}?`H4hcr>DD1T^I*2#-f%A|($0f95{A<4!s#k68b}PJK!g~Gl
z@Qv_7#qw985bG*igIy=+Adx5`Ni{ur>DV!vq3AwocKkatC&y0bFbyH8()`Qo3h&T5
zf2fo7Aqez#fhIeS40+*6RcL06bg>7<Hmxsi{ir%l$->u%eg;5_2yNeB{T~7NJ!)9j
zJF@C@-jlp%pNNM%b&B1+S&t%w_2)8YBzYMt@<CFuhuRk28m1K;edcdYC@uw_g{}}0
z-hBDu`MVz-VMqypNNK~n2$xup&a+j%7f*a_A&ShD6D7*dYx|oA;s#^*?dQ`(`<K`K
zH@xfaS4}&vi}&LkZs$q;=N9{`cdwkS94#3^F1z9HoL5+T9zq<<&BLTB+&j%(=wh39
z%&o@gpSbVoQKc=h!wUCJ{Lbl?b?4b>9}c!d^H5)PN1T{#m!SNWZS$-80nSv@(8V7>
zn)ZOR`RmLZADos_!(E=|{8?vsg-=6#{LTTEpSHHo)?T_#VGkPUM|`+_TMs(k+Tqpa
zeMC#QnGBN=X%ExR5dGWF6JV+ZtCwlUt_N@6ADhgZ^K$TKAM2f}05FcXYk2-&Ct#N^
zcjw4Q?+dt5Tr-KEx-#pX&|RC&Er447Ao9MypPhv*?U*jyZ%)8xk%7ByV8n)|w)3LB
zG`2Q7KMu=mzu0)$Y`3A`wj-=go}OG@H@ONoqa2SCy|yj97mK(#zMh-4q2It?m2+44
zZ+`0C4BJPc1N{;A#SD-1S>K)vN;ve+KeQRF-9kU#Mk}s^!oAkmaBDxq_iOkAe*{3<
z`CkXVpiJyv+b|Q2$whkwDn65x<LVxACJMfVAH7@o^DhGI>pzYyexR%PX@B5#dhB)n
zi*NjgTl|M_Ffp<J58q&6{4c)2!t}r58yZ@Un{B8*tGN_AlFl@AHv}zm<q0=roh}Xa
z3(}+Kz_g5Lt4Qal#T+-gW~05W;OIyQ!c5slVoc$V{h@)kUVc9U9HbDLzCVuLx!-p=
z22QJKaxp8@QF$gh(?4m5+;H!)&v@U~#v>3#^B0d(>BvJQ1sWC1MDrH>iIl6Dn!GbM
zNd1UHw~@2M`m)Lutb`H@)zB<zNqxC28q<*ddg({4odxN?md_?H7ObDvWOId+#_q5R
zHK}UM6$BAPn6iy9*QV0q>53b?>(e!!VBd(Jn5j|4B$;*Rv1_wIOFY?3`bfmV8YxI{
zgOH_6%MG3n*Ka>z-%$?JiZbL@AH*+s(e{CF&LAsgg1#dEd}Vw^0H~Q1%KuJOfnyfZ
zB(sD}@!$J50FH5G!o?|M{)C}5{KtR&KmP0g`ukb&M6qnfMxb0mRK1LIsP~ry8*G*E
z4+OI6BlN=QMPonx0jV3Y{vhV6Ge}g3SlE?MI-nx;W0YTtCdD(*07r~3cqdB4auX+`
zUl~>E5q57DgzwYTh+vev*o}Oy_ahJX6iE|b5p|xrg=*S4S=O1)YY>7j-PCCp+kCKr
z{%Wtj#O>fd%2e{9$$)nH{0E5|#G|+x>#S2uBkKN!)oj0&67jQ)ArZ0*7mGpbiSI4K
z8p$x4%%&9{u9T+47x4+QL{Peec~$EZoQa+e-Z7sJwMp!}2F$AU&V~_CvgP%=!Nyo|
z#EN1&%O;0YBBO(q3}F0;93$aeF>!i{YId$5<e{P5r&Ny09pnZNSZD}d_RvD8P!yeV
zI-K9ZZioqYBXj6suvMBu`t9p(d<=C}G*{1c<bItIK7=+D%nu7vro&U(82*$`Hp#Dr
zrK^L3RyVIkQU`?Ft<U4}cQNj9phQYBd7%~<P+A_%VE~Xq==4#v2cJ{%=CFzE;v@o(
z6K5vP7qYgitLu?*r}Yv?1}~lR8Wu?(9Xd>wI1?Y}w7u6{Q31_Mxm=t#q9;Lw1WcrJ
zH|M2HrwM{K>4pl^>o!nQ<~o$lKJ`vdRoQnWD?$E9D!#7{2Hw_m`q6;8%x`B2PR3wq
zliT8&>mH(iEE!+jR8qo;g>w@nbVec^z#&@Uy!Y3Ba3gtNc~`j)^O<>tpKftlPNhsn
zVS{2w)Yw5FebmdOSP+3!+S?Tz2lY_G$v7A<kkh{pliQRNbe*a1AC>cOt>oei_QhHN
z`UkP&-^c(+n5SU$*siLT5<SpwTr3qrG>7+6S5&xfc#l^ywU#4`BJE#nn$+|K)BiaS
zY;#!JmH7H@*+DsTZe;c{<b}>~i|aPUJkD~iX}m4?j&1jACKmu5*8i*aXI9D-R8qPj
zU%*&d*u|r+L)DK?Af78m9l+H~DR11k-JRyE#Tj@5VxV9Dln7YTKG*?+N&eHvwtMG#
zqJl2d{~Gl(CJa2cx^JjQQdcdLsn+3igJA@7v#iCYtPtWb(_^Q;h%BV7M5fcn>U%&D
z(BGpM`T%MZy$dQvC6xt|2CRi)x3S1~ypjw*05~+NJ#clIm}fb?&m?sKOaWQ_Z;GYa
ztUD_NgzY#C5{YRrkpWhmwLY8zg9rea&4nRfT(7A?WK{kZs2QMj<4BJk&4rNzkc?6;
z+_B&5l%PTPqI}qW&V_|noqA2grtr=dd@YqL9_)(?7MZh>aNBSWi9f+?YO~>=#jm-^
zubl#5FDmA3#2Ps*_1P1abOfxA${)B{65Cc|UcYc!E_Fpavyxklsa6C$Yu`8}<hd=9
z)#q~_*M57T4RYw}<d!f~`yIofo7G3d^{UGX%1Zwu_on!yS99agh_qn2xD+W5ar3#j
zwo{D5^<|?qiTI_shUe<4OZ3h!wq1DSNC=B?@Kcf}Vop+n1oY5PMj$;n#KZLV275n|
zoaeWbb_rdy&M(GSBD{#aJK92ae+XP^0qyF}hFOlK0+wX{ejtQ$tC&y+Z;@xyrYhIc
z?`q2`5Ls5pdhY>7*ykb>OT|qG>-3PARss0sUDxOQEtuK>n8dw&XE#CTm}P+OT@rrO
zXMMPjgBcP&KP017+D541TYyFi%27*Xif^FMvc->|@o>!QXu&xgB5^&eaMBmv`VUKQ
zs?4(MY-G$xqPRKHG+TcFm~+hwdDo69csbcA7{3@|CPP4!^Fu#JHtkQ^i;&&v-_X#7
zfB?YZ#)?uvq?Hd8>sjp7*c6Y{o+rj7J=lUlM$D2E8dL+jT?T2v1$nx<+!B3X&)&(_
zXP<(5&JIFAR39<+K&{s-zfR0K2EY``wNfgxKnRliU!{8)Pi)A}1_s_P$}2=cig6?{
z?b9>-X-#iKbQh1tocG@hc3}(FMpH7{>H6&^rDYdkDSi#JW~U+@Q1dN3N6E(U=>(~@
z@#QgH8+e<TdpC80jTu?z1`9i4-z@07M3@H_qIJ<#MK}>~0n98tvmkQl?r4!eIvW#m
zapLNYJsD=gP}mDGJm@DI?-%M_*-EX}4HD-txO8Uue412T^e&Q<$OWm#P7TA!zcr!8
zoJxg6j0q=9@=FMjG><y(m}j2*uafGoy6yL6Wt}pEz*_ebVR`k-p<c`+UD~0G3p-2d
z3V3P_VN~uPc2CStmkl`Dph&neP8_BTwf9q0W#uo4T{{4OVWG^Cp#Fd=s|)xl77Qvl
zRlVEozR@C#M1Yh;sAT7u38)RHdbOQ0UoAxlW@E+l0is}*rOfXK>Ugc%X?W4DHgDJP
zOeU1^ih%6wP(#1~0buSBi^NY+iWp2lIA}w_d^XKC+rq|@59{c_qLxI(Fma^B>BO=H
zvFfJb$Gp2-eXY$?KW0v%7DG&jVGxkZ#)o*O?c?p$cde%^Z_i5)wm_MsT_bMzks8{|
z6xjSZq{f_9u4UopTlT!;Ru?9M;C3A~S*DEH6m~^we2q`<j9sEK-daN97~6oJt!%AS
z;}_D}u9oZkQXfzNc}J6?1oigHWFH3Wf09j3ofaW^F5l=|gi^M)H&diQ<4`zlg+1Fc
zM6?+f6liKa8t&iqW_EO6#!%sL*0Q0Syxwl=E`E7uIIf*uMYvv(a!nhlZ9HlmAJgu~
zzfS&v_B#bShKCnzrtB?1rxbeRpH=k*M7@6*{3Mlr6ZXh1NF5gT;kY3bO`NTqHn&D>
z6Ht3$-pwcNqK1PgW9e#19n8C#ban(>@aYZxBekb#P?HAYM0|K<3^zI?H}3HMu=oY^
zJ-S0)SlRKR)CktPS~{3|FdpT3Dp04y_};yNN`@bo#;=WT$FSAcO40b6aq0XM6+8^u
zb7>mzYw>GG*wvd0TlPa9oXaIoe<@SnDIj9{#z}l#3n4$!@r~NAn^79~W}(G~H$~U_
zXO0H`nn|e8Hw<18`-!YpmP{)mzm0!-Ft)vS`UgCgcmeLeH0FP_<G&h{iIwgDYE1V3
z)|mhHGynfKFE?vQIc|y}^*qYC*#NeR8|}ot9VKUPY->`xh~u{$;1D1sq!9t86C5w!
z-laUaE;3_G!4L$fW^E`YiyL(G`pC+??ja9w3a<UU&o0|Me9xj3W{&tcG+B^=uvS_;
zm<!?HKHyj4eta%0Kp4$Ecq}v^4;77(E{9!gnGwx9u)mWE-@Ygn?D>yf>`pA}E2+U&
z)Xrx<+pDboHM94dJ*m@RJ(DMnpcGteFJQU!g<$-4ey<(RJU;ps$(yZ?L5Gg(X=}?u
zpmdG_Ra9Tlwrt8oAeNqSc5BF{3E=^b*bZ`Vj>&I@S%RWLeZm>^Gho-(o~)IK3lWlb
zBg*$=q9c6ZfINhmvdcMCCY4R+x-BCFy`!+7iQ0LvA!0~5#bqr5zysZVQwtX9<PNi6
z3`J2G<A5(E3gr=0q_p#wp-wex@U$bU^db|3%QZQ~@dnBbDLgv2NFXXa@(!RA92r|&
z))`B&f8Z0GDp805^q(!Ze=uT&e8713BY?C&l5elY|1i%&9c~FD^}oq+)A$gX4(HJk
z#XQB7cVab7%5TkD%CZju6jgH+!}OSBJTk=qLy>^QJjPUXA~nh))RC1OqZo`Mq9inJ
zvM8JhQsp#}Sn4D{RFHG?lAgVTq3~K7{WtF7-#EUDLzwPkjAv#T;0TOo`y9gH*bmGQ
zCr&Z%EPZjr!kmXF7lxAEe!C24HPE&RNTaAry%Z%OaaC<=DG?*M?XVQE56tv#P28Aa
zG}L9RZNWrf4S)B|qa;gZTvxT@9>LXro`g3Y)Ko(ae)qyM9aPjTKQHCcDz&7H@naQL
zj!lm|@aHBlhUc>Ov<r{1k{%(>Tn<_1NT@S0J3IvXeD2^OCoih6J2IB7b!>eF_|Z0L
ziAKbo+N?jBjg3_CZEfb8bsBWikkg&q!2$~*A;{aALNwpk>3^#L^7+{E>>n?k-Zzb8
z(`7`0PqL1a+*p4Ny&=|tCs03EFbYIugB!LB_HwQkIH##L+)cR1vkVie)NP-tT4WKy
zs$A+E;d%gZ=XgL{7>5v=s`yYgRe6qJ*`W|~l!ncvToARz@(!zbNl7^ahjL%VxkZ@#
zKwQ0X9b`!-F>wugxOJ`BE6=qVCK_Eor@ieds(~RC#<9c!g*%M#Npi;=wJtD_;nJA(
zwUahPn&%}3AZ-*udVV|;)<x2MR_TP~+ZsUT5cQ!x!va`jvhkT0M*T<)7*Cc?NQbsG
z0J($KMlmz>1xp;m36TkcoXCm;aw9II%;9u+k=N+H;QoT5Z>yQWc(vF7>B(+*xlU+$
z&7tW*fd2YJ3^-8<*{_E)9AOgCWbj#YAH_9CVzF9u&Q)J4UXr&cg=8Dl(FrnM`)Cex
zjQDQ2Oaxq$ZOnv8h++r@KwP4f`$Is#mE^zH-{ddNC}JUv8D%uX<zYN=UIYB3;`9|=
znU4m#Jk5glIs%wU6#(b4h#<z<aJ;4QQ@{C%{nEEMl6pok;-M7oX1(RnN?EacZ?;QV
z+Xmhu6+rVPGQLHCgWuWO`&D~m!A<l4uSqjtx)M_u3r)4V#cT%&$^;8uNz93|Xk(;I
z5M((s4LP!<h;r*(Uyc95vPtzqb9)!TeAM+CIVv6(N##)ppA!hX^p{XUvdINh+cSJQ
zm0!Y`O1Ff}n(aFM(;3S_@x-=Yk2pYeCg~|3myi~nk7ACAY6L>QPT{>$nT5#Fu-Me9
znVBcU|3{*d?R6T$+obDFU|F6e?Lrxq>%N#xLB)I|5Uc`dMM5Q<P*$aX%p5+Jih3=q
zf$mzXmy9%L{Q(1LHuPFh9@_&8(_#AWJf(HVi}T#4KWG{vRad*DGpA&N0gZ|+{+u0>
zqgZzZ4msz<no=*_?}@y*h)U3tyz|<1lN62Y!q5Sa1WiT(*|1WvP9U$ixj-^ta%tI{
z#QjqlkKl4sD3!7RDlV0jg6IJtsp3-6j`^;*n{rGcc!!s@lusy?68ss83RzjlsT!S7
zvCDy`a&|#U$4f!-66K&s1l586)s;&b(X*d{L`MRO3VB%vIxS)>SEdl&a#0zT;PtV<
zSq?{58m|s%jH$|;O38c0dSdl*fg+9q<jt{Pln?55{S>N<!lERtl5#>`gl<z2<aZDR
zXP#X|#*v?@J-4Nrm62@SLCxzguFeX$@)mk#HLm^Rjo)5-(iV~ww_I9Enp0)Rb%2N~
z6##9@kFvT|g$ksSes~R=v5K{x$jcy<X4^focNyC&!)E{O;ZKj30Dhxu<nSov1`9)z
zP3tv4cR5Z7_8<ML%GFDEZlz6qs0hBO1j{FYLlWsuSG-<aThB(<dR~CZtz~wbhKU4D
zx}#YfhJX#s5q6E>T#9R)=!uiMbyU^N$^!pi=irs$e1TP;8Z?I6+pG*dff)HGN4wpv
z71>QR3yknUde72jPSX~{++IVoXfGxJEg6C-<GRi}c*@IlJ1e&3=*1T#f|P4<xWeMm
zk5K%Q<c2{O53Sls>lhyp{F@6iTS$Mv-kS|q_F)xo9vH&vH9!*AxKf@RPEO{fBvPuI
zn+c2VcY2Rx<~y<mJO|{8ZG=>Q+TAa|oE-!LejViaWY_1N(wS%b&g{T_z28#eH)}1`
zP_jRfSUGJ7J7}+QdBz&fUpQ~K>}(T!9Vk-R+npf4K1%qR*T5Z(3g$NcFT>OGHG$5Y
z9y)k>==nPLepG8p)Apu+&4O{g>(D`A$Fx!ZjCnKkmu3`cc!P9SX5w_yLSHVI?BEeD
zxf(|uP3*vK`|*0tj`&&M?i8~Y?=l;^m9Gq?T2Kpg1w<Pex9J?$H0VyB(>QYoQB-ui
zoe$2U?_I;c4`ev2UBSOtRJ`ukgwSo1Tirsd2j;C^yIeHy!00S>;_`IVxf}JR&M|R;
zceTX7rRivQ{cvRG)2DzkmDlL9Q2RYE1D*vK_;7bYsu}On53p)1UHRTvTq16~-MC0S
zzBo*}n8gNld6|f2h^~G}8q(wAMcep$YjPYF*%>~H-$}u5?_B#EuhQ#1g1!w`qWwm;
zj$Q7%BA{)<dH6Pcw$@Y-Y2WqZS<$k@y12lzbp)A34_zQylD|#%&E0HBx&Q_2081DO
zwOv5Erw<K4iZBw$QAO=u3{kw85#KM^lOz*w@Rs5DD_K^?P89CoHy+dC;8?5r(qXmg
zZ;Minbw3uzQJBX@wu&|x95?u%*xls4nY@1=!IOH@z5KVJ`=7xxCKjguw<(I1`M(4m
zE6e{z&{eC;IBv2bbU(@&+2(Vh0r~BLCn#04g~}ds#5<g=@yeqZl?%s5P^>@S{>u!Z
z5r_ywlD1_>m{UXz@OQMX=v=;GDf9)NW51`^b~5R+26T$~L5-3}^CqBfGe@Vm>hRaW
zd~(iN3B}WByEn1~5dh`Fq}4$hqtOuwk<)nH*nKbn`_P+}I}szplcL@$#!#XRX6~q8
zO^HV+G(XOH)Rxa;*K2o<r#`QO@8liRrR`JCk0zjrpcthnB#_qJXc7R!Gr`;0uW4>+
z*4zM(84*osxS-i`Ac#Wnuv*UkvFVe5O32a}7!;G>QUbz@58+b2_-~WF>q;8h8*!P<
zYs^VvHl5L!6~o;66M+;*i8P?vdofTHG}qyT(sDs#Ar7KtgGNKF8ZZ<cyAt9?rZFtV
z5PBN|C8tw>Mj2s5CyE<viT!+9`HDM=M}k^0P9O`F-%awXw5UN-z-6{?sMOK8*8Qbi
z!)v+xn$|5|m%P?Xy;(H|y#!LOVXIgx?fe6*TwX<k_Mw$rJ;78<r}qQ#W@Y<Gk>ryu
z+zyh+D8w)1Z75AD-37W(eZ4b4Z=M4@*xKf8ohg2j8rq3U^Gq$v$&6vG7^}r0SRg)u
zb?<r&5HRVTd~@N=SraAd_rpYOMK>D$_h!+H#Uu;r<S+ioJJ+Bs%}Kp)x7Kc{r}NeV
zm$#S5f>s0pi<ahWjEQdtDmdy0kKej&POWjY?kc@-0D=c#X^;WtfhI*X3><gxo;K2q
z-c<9%&_|@Gh{cEm&f6L3$`@|JT%2fxS;)Le7EWUZkzyF@$33a_Tmcv%QF!3U=Uh`B
z7Oi<(4wYmR5hlnil@K{Q4p3;I9mm{bgi&t6+`Zh<+n=~M7_8DHI7%cjq}2OK((Hsh
zxNyhNAQJW7qBZ*nr@4Sfv#%?{ZUF^smqDDhbOAxQeqRL?J%}6?5}%@ix&1f}oE*rc
zy1((*ZSjFCo(I*w1^B7r`HAACI39`ZDoa{ePLOtyQjsonw20SU<``VWMCl`T@Z;bN
zLvA7*x-hhi7YLT5kEa2qdAe<81A^SXc2;G&VZY7}Peo5HBtx(4am9g|!TM(O-IpIT
zQO0&%3*4#2CR2Av7Zd2RFWEO+T3VX#U9;&0j=?;ED>$&1)kvjgSI1@r__TcOnwm|H
zYPbc@C!KZ=lh1^=wV|}FW%#sCa|x-1&n7i?18XYNpUkZ)8Bc|vaGI4^rv;B&9*Z&@
z3i}l%vn2GT-)1+U^f*mBSUVKQ-LF@UW@MR8m6Tc1Fo@g)LPLV&+ld`j!6is~J%t+E
zr`vA~I+y#3>>H2GR1vH%$1VFo<>q1gmi0ZOAvnGGF0U7eHs6=$Pc9&rP@9)LwVf_j
zW2_<OarL8g=#lo@W0x<wl2#V>^TaLvYpJ%hKHGM=EMMk5e-i5{34}g^bxo@JxDZ9{
zbTX~$C9EBD3HZt^dUuL4rg^IGTs8WLwoB`pn8m_`M@HsE0E@(uI%spgoeuwcXXx|<
zug~?}%TxD1_+itcQ1!ub^_k#}a*D?iuUYon%l|<RR1xgXSsYW_bTIvH;W>K8NH6rW
z1%Hx`QIZkW(>y>P^iAG5Jf~1udSR0Aa_+6s1mX!}1tb=?T-U6%>#pHZekYC?h%eC0
zpRVi-^u`_S8HnbqX!3K?O@0UL?&kg3B|PvcIj!VAYHpkbx=Ez~hHq1R*;_t{Ge<|2
zzrII~B^YcI7~&KYcBi<QV-Vi^WbE~G>Qosv_(ty{huu9dt^G@O_FW4SdmOk?(%Fr7
z{lu60=MB1zDHkIb*(;R1@UYk&cG2V&IxQ&^mM<eoT<ah`m=F&uz<X||>zO<ezO@kg
zO)Hb4jVe-2C8Un6%U*}qxA~{bN^F{a(PYXh{TtXs+iSpOKst&`T3uZ(>chpy;A$H>
z@uI-FN(POWj(5BWK7E2*Y`2*O8(b$RW(4kZ0I#UeZ`|?lDE3(B*dsTM-@N5EYMLMj
z)`HSnp8LhWp1jPsW#B*_|3g^w8SI3u+2cSwH6(Ua8m=f8v(?^#n<=E@)kEhu^0M)j
z{yi#<;=it)|6C{kY070~WBQ-BD%O7|p8qxe-yvu=hX2jAll?y&;g8kHUWK35oY4;a
zr_rQ~iemVo$kg}_u!s<n5=lNn5q>YR*4^&*O}`}oViMbnKhZqz-`>vBdvyII<dEOY
z*<+WN!P|iNO(cF)jTC0tiDR3W)hKYT1uvS`qh%m-mU|<6=E`->crhhn9K;xpQCJNt
zQ+%WcAO2G`pE-$p(;l9xNF9j?><1HPZIicXZQQ*^o~l$*P81P_{_(E?sCXFurtDwS
z`^BqigO^R|#M$PkR5d>z=XV>jBGVy<(K1IP?nG(LiVl3X#!AHRFaVA&Cgn*-8h@e_
zg@ANsn7~ni>!!R1oPjh0?!}clW|-y`X|4&CBIn1!rWM{lmCqzn)gq&F;T+Qp1!l<{
zfq9g#85ozWq8@Z@1IQWpcn(nzEzJGFMHAAF|E!viOU4UJvo*-eLuWk;Wtmyxm+V1^
z<q}5aJmIAi;UTd;{~V>Ty&vLn^-D4&A;zO`{KX=8orC3-vpg}+VH7<KXNI{y<QpPC
z{{x~BCfC>$zJ0$W$Un~DhI2f`G8k4c9nK8V%w43P!Gzgf_-(v_`%mQ6e<EZ4jhw+<
zd?F6m!8KLKa(&|I-&y>pzHaUrhA0Xw*CCih-dT9h93<t?E`<~aJL5C=NX}E9@fvo{
z{TQKNhY?|Lmhs8s{WNRw7Oi+sv&a~xl8ctK+OeCq?wME8cFGqc_pMdyMXC6sPT=w0
zt<%os54$KIx<NtS@)vT6bg_j`FS(o8*GpK9+cBAz^*FCpWR%QlG<QVqCXHbDDiU-Y
zO?Ztefy&RrXOnJ{cd|bVR==!$sqYPI)puGuE>EXN7Vc^&*bl6;0{A!G<z1wqotnn|
zMv6GLw?dV*K@e`=EcWw)mJ-1NnKdR7P6uB1r!ZGioD2ZP=mjaa)>TQD&Kb~=A#4)W
zm>xO6YobG0UebM3p`8cn0kX%VoCXjl<?;+G9ARQ{<bK*<mWS@ze045<^?KI;ASH*&
zTmk`ID5}fisSLk3OnN9$jS-FwK%D*3VHi<)fJ-3=hDcGy;UWwWj7KN98o0rJddbA-
zKu(M^GGl83abh&&`Wbf7>J9n>X~s)hsVLwO^BE`+!0abM<u$9Bu(A%##a+ch7W_`5
zpLBZ`-~wVzr5+b3d%7@Zvq8pshw|b>7)9|L_x?)^AsPGkkes9~r5k}bj5;K&@?XLV
zpG@}oQN=OgdRD<~LUA21Q92UY$9Jc*jl;eCB-RU4^c?Ivq>`l}j%h*Z>;P#ziK<Gm
zyUEfy?aCDXf7ATqByu1p&EDwz)<|caE`qC~2MK7hz>BT2Hvy58fkd?2SBW!{prJ!C
zC{pflp?o=%fIFm;_1{_%!~PlK#_HvYS_8qzj-BfpQ)M?3axtrU;1gS10B^DjF-U2E
zo360y+80D13pl~eFuAec_9DeF3>#%pHt2KQ5OYJgpv{p>w?o9^!P;}D!|N9=i?COo
z(E?~J*P{Ybq5(<__@g(WupGFq%*6({l7ZCc21>Y+zECm}0U;x7c`?`Yh?s$yuc42x
zCZjw@!p#D{lY)p9lyg2;Rgaj__*{rJT`XNb>YRwG#F(K<Blf5x|Nrpz764H;UBmFw
zuylvSN`t^IOLv!~fOIXeguntziqa*mhzQb%QVI&vsFWh82$Bj2N(h30w3Oeqi}l>~
z-S79m|AX%C*_ktOV$L;l&dluIkmZ}30{jJnnpZFOre8r-INrdQ&Jv`ecsfs9)q|rg
z%kM_wTBurDsPA*mNwg$3Bb3hA9QJ7Qvf`Y4ed!LDHp&^l{Nm>c7MiS+XZzmJQR_ch
z?hNCie^K0j3(|5YqJra6w??n=(r(#Q#Iyd}`=^VVNahL|EhSQ^cWo`z)Iyq+Kbtt+
zIEO=6m`<r5v;GzgKgejcVo6vJnR_B|{ylZKUsNmAcwKAz$m<G7u=b;;BP_iSS%^{e
zt6q1Dn&Z+>6-w${6tXcn>-+3%Q7Hva5d8*ix*sifyb^nzKc5US840x|OQ<B(nAnsx
z3-2IRS`m5h#XAZdL1ldlQ6_^=khOL9`x-VD-SpHxUnCINIuw{I94MO39Y$R-B;#^-
zno|yuF*5LzGBu#MHnU>N8sN(@f0x8t9Jj%D(=_s$$$hB<{uKq<D{VCiRR#{PcKxTF
zyrx?}I2xTu7N;)!;Iy;BWRw%RFXLZS9x}veBO=ItEvT%bh`C+>_ppahTZlH8_k^;Q
zV*i!S!nI(n_cb3XyfRr5D-vYI&Yjsm3%(S{Z}gu3bH}n-LlDJHa9YXQMJg8g0I$!K
zuEa-1_-ETgi-%d9BXGFk59XqcX3I00yTw{XI)w8hI@a*jmJ)NcJ>-bPn95&(sL`Qe
z@3Vn(3@45j>5RiJOtjwqaL8TWZXrm)IYpO1LDDj!1gsW<LR)b&7zQSs8kx9>cb_zU
zBNeR4uLMcOp+#88lKb)auc&t6^E1us;l(x_mb%5(I^h$nNQlzS)+HI^vY(O}`IKN3
zb(ShuG{g7IHuGJUyH@;J)*R8YqM=e!tHj!YCR)T`r>FCS>3LsF`L9vv@<6N_>pU7I
zI+#E~7Pe|(T&szAJ&MRBauLmZV13p%!-(fo`)Qk*;_2q@_6-T)o;_|pIq5sCrxaJU
z1N|c8taI8col?E2Q(KUal$?X-p0CyzE;**HvW~Qb4_C7$8n&S=y!}pxd?|u4#R@Wk
z-+ZRGdotZ|7+R9sMtW0xj3^>A+a*8v+O@BVbd4&{NbJ^trN_6!u!k>t(pt_Q5uggL
zuZAB;Q|{BZ%CPT@GMBx*oGEag9vWD~b$Z_~kbLNH{7S}wN;UuayeZdxwK2~J>V9d+
zXIU}n4Q(~TEQ6}HJw1X%a-PKfY?SyV+T+&ng^n*SCs^#VqbEC_ej1Kdk#gQaRDX$W
zEw+U&3(<W@RNIPf`*cTw$+0iH(tao=mSj~@VyEuaY1rKSspk9gtmbQl?-D{EovNR0
zu_dhHsa(E%<<)sw{><onU1=UN!3?355oEXwQBpnV`G-q5b&nQzQ9d(fsF8*sqKH;^
z=huQbcg(t|iocM|3DAaVv$!mPzJ}gc8ajDKS#Q~6Fq7}5S8wLJPQ8tC*JRiB?CXGz
zrzf7c*pSM#1a4()?agsl23;kmR49MnV$bNEfAzU%tvsqm)+w46S0wlTOEVdn%%w?T
zXNTI)S0!<B?(Pxr@t8lU_dPl5LLqQtReR?2+H9$W%b<RXkoZDknMK<M@Vu$*P^@Xi
zd%KG2+!j_L{g$rgh#W=UmtkLj`)<;B?h!c?|1I4K#JhR!RffB;#g)#=9(Xlg`IMU~
zByg4gIx_?PJpumM1Y_5i&q=Rr%WR~luh>)J3{;05&g|&IrV@l!?BZ_E+V0|O*>s3q
zV%?l954t5lcjGfdSaX+WJVT#E2sOopl(^U^zpr~U@;u>Ox)e`>c5ItsoT^jz4ZoU~
zT(DpDll%J4KWUPqs`(ZQ`X)R+Y2x1YhtHf+U4x|SL42Wp!O*Yc5-uyvR~=A1vK_oL
z(K#K%tgI*_Xh>!5Wyu(SZr>IhhR~5C<2&p6U}-Z`{^g{$!CvX}#(WoB&TRR(lPfIh
zw{AVz3W;~Ph_r;dl+xTrme3GT#=_6WzxsG**^#w!JCq^R@=C+kt)okv?}H7L`u3&X
zW8!4d{-~Ni&2O>uR&1P1QbzR0{8sYMXU!!4)mgJV%W*UiCky?kwcHn7$)FcG)@0vm
z2=_AQxh9?ZMBZ{Abmejvoen?u!t<bIhV_<3c957_Z()tKAiYN61%sW%{QQ-H)fk3k
zqk~1I>*GC2N<ODoD0c;V)?tX*dlUL$1u&@AUfNt{t5sn#XR6Q&Z=NidDlLlCHJdl-
zvpVBz%bH#JuUP`R#9xgj&+ZF|#rh>9hf$VS%HNYcTK5!1CP%rLy+c)WZcZg}@Om>`
zwdYN|xZ;^@kJr0(Fd0M2MY?hck;yQU{#o5fgjBHO>dV<Zy^l7y{;aeFS?5(g>N(0?
z(W~sZM=JY~rqHQeq_L@FhR3t`=7X!T4`XPh3p*I}ZnJJ0iuh0k5K?LdL@BB8?TS^2
z?b7;3Db3WopMKz5q3rwg)~PHecKK_Hv||R+(Xs7iXHvu>y&yg|Go}z4`3hfNsztU@
zY5Gefk{GyCv}!<$%Z;pETU>8o6@Gz*nyZmt+)x!Rzv#O>n5CW<x#64Vm%x-sD(gz4
zGoSV;SC>0msmhP{%JR_}Aj7#Kd5NrrXCY=1jylmr7)HNG=OiZ2oTfj-oW(IJbN$l&
zrb0hnYA3NOKM`stKY&Kgr!F=hZ8)FKM;UPBl!<lm4l^qNo7ZaxwDAJ{<WDH=(WZT!
zNrjnTUVOn~Wh7WriS!eaDw(+ZjEnU;1A8xU^xaBwIB_|3eEeKEBxoyNC~f~pnw~Xv
zFwWGTy>jy0B<s~~qQ^#bXIFBHO^X(s>iE*SySL)*1eF|^ety26c&B%3{?r$(ng`B=
z-QujDPOTMsvRK^g@;l&d2?-4l+j3E02M(d}luHgXT<$$I_iit;8i9~aRSf%D8ZbA;
zdMVdd1wl!g>=cK#;x67j?UO1~YVE4ML6uUKwnG_X(r4B8Q273SmQKb%>Wd71Y4dlj
zLYBVGyIvg`r|vj(MV8fdBt^W$pLz)yjg7e)nEB{oPejaoks^EBQRhoK9vOPT-4hX&
z9<gvf>jGNTKu`W8BZtS;ErpjaBIz?YQ|_Hjo@IBpTcyw^No2LF8@h7#;TsV3rG-gT
zg6mKDXs2gTDng~La8l!ZGNMDqhBg8%gF9@Z_q7%}WSt0E%_|yCZ=Mb{bn!Hkx_mj0
zzx!^fzt**xR@yC_$ttN6mw1gOW===r$X+OLp<DaR_&$Ta<21Uas~@L^&n+BBPvG9h
zxPvcWANO2r3}*!DG;rP<KddD${gMod>EP>(^OwnP&u86>$tr=_dh59!ih1r%MZx!%
zV_^}LQ^G`)HrpNZBLW9i0ozfXk2Dd_O}AA)c93{8q5_xh(A^$4VW*tL6CYHa$t`5Q
zTPnuI{W4}Fi5Vfz*~IERT{$a1V@BWm*fG1WZeS|zJ!jk4NE0y^+C`s|t6abh%+<7j
zD0IA8&Hi-uvf-<c8LMX=iOPB`vC5f*kV|VMRI?)>{A$k2KI?EQ#|Ifja%OmmFUpxM
zuBLDEPiNxOxqgk{^g4NXD)H+%w3b!`;Rn#Ax(uxk&J^A45haCPl-Y%1ntsw3<@nVZ
zLX@4dUpAp}dQ~VCwk|c?8^^nh+l=SyP`#~8cBUkqouIT_&%$IOqL?{!<m7;H_6K72
zvgp@sT&Zx*587p#11Ge!d}zX*b?Lt-N6F&9mWO?G13Q<Tj%fTe(+vrZN+}7%EwQRF
zjF^UzDf6*gdeK0ZGjK19Zd=a#CpArc%<apjQb=}eHo_x&o;^rH=G^l6H0}uHJ=IGe
zL*c^u6}S%NC$$sh$hsm3Bt#qq+#DxJ7<j+=SsXE)zE{Y>dM_q9p&Nb6OV67ik8I0=
zW=XVlJ}U3*`>bV$0t(YdtEnL~UHwbBdFvLJ+F_&c5LMN&Sz?j&yF}B*1#fu`yso}N
z_qjc{ps_=_7q;JeKP=e8d6AE{_e))f$W<l}W<z5$wU=zhW;&VZstbK`uv-`Uh+tA?
zd$f;(pR1p~d7Jt<1Fs|V)nzs0Sb|e9MUCry_2<qVMda4(`VG{*vNx1vM&dmpULU-f
zeCAC0($eSotX|v$iNlZy=+mquiyKW<ZaWq}G>J*p_(i6q$Y)ZS4;;prqVEh{ejB=j
zzwkP4BBs_-%RlnTGg+lQ=kT_Ik!jb_r1p>x0twAX-mMp4`|~FUA*0upc5EA3Kiqt7
zpLo?hTc4(1Rmp)X&PASA{sDI*^oUcF1~QK8kXR(WBolQLLJ(2+jf3yr8)=+-MaphI
z+$A~B5C_skYr;#lOu6;BJWL`VsnvQGVj@CL9x*0sXB7Auz#d$|i!&35^O?tugBFf7
zJkBblfScm743W8=lY5}_tfe{9mvUa7Rm+~ji7z^Cc+_#Z_WmsjlajhU=S2Sf4_*$9
z+;SGnYewO5B<od?sTapGE1fiM++ao6O-S+7uMMkxbtk8F3MH!ic2}L%xN}J7##X&x
z@mHT|w*-*|RpoJ!`_TBNj~oepmvbokj94!yXKv?TF`vVUn`imhm^hskFwwETy5o^$
z`FQGX1r*lQHx)i*ST*OOmbyPqBmY^0Qs(?MgTXoKl*9Y21dB_ALW<%`Jj91qHjJ|Y
zTNW!PSVN-whuYuZ(dwC9ZYZp|d%=Z#P0NhF9~6D$73xWBafMQia<}8;q>Jrc8Pm3$
z$9%yOgJH1n&6zpI^@_C_k1UgShpoXI=`WtYTyGR;DGRL%QD@qJR&R55HrQfy<s^90
zPlPOaq)oliivL-_!zbmB1xUI|qhM#{UU%mqhf5`lLq;o2@`lI75z`8KFLJ6UCEDKO
zIDZRUB|>CHlCGN&EN3>vhxmC`^w~c+xc{v?B6ce?*u%&Eir@sQZIe=mFqgeTKZyLp
zD%HhDtg3X+YPxcxw4;=snP|NoPX2hMrZP%>XsICl5JvR$5%ohUJY|D-Uk#abKCV&J
z5Q*`$D)vO3e>mB3Q$~{+3^!3G64_>Hic!yb{3v^VRteF*GpVm*v-~;4d?j-Uaj+%H
zzEe<9ZNgQ1@VJzbE0leUk?WDuzPb4J%f+qd0gYizpTuwV?(OG|9)*1rw3|OLt*+2d
zb*Kptj5x#ds?F#9yLg9He$*zKz4y}Q*;)M%+o(~acF<=lwN42tJ96$_0;A?&3ywYM
za1qLrl)e`fGJCGmpSPY|NpmBTRC@AK{3vPhdQU;<sN(BCPtY(EFYE+OOzNitQuMct
zOs403kWeFpD-x=YbaqFmdIv+SG0sRyQ8+|O25t+68hiT#S299i02UgF@`qr8X2w7=
z($6~p?S%9LyqHF4ZzmI^zcm!N?GXYsMF#r=<<z`Az0oE<2qz>&46{2QD5DYVuVsR*
zO$@s^9}Ly>#?*LRC2-#(PzdD@G~x%r-V_NGQA2zC{N5=M7^YhyFk3Ky4v>qXO$-yX
z`|eQv@6dx`;D6GC-3a!B9_*Etm=6A;2YUg-zobVTBY^)VJ>uVG`b$3I*f{8Sdc-jk
zdgK432YcY+-_r9#2?164ugFLISOCB2n*`Ru{+%9)V|Dxw`G|iP>A%r835@doH{~O7
zEP&tX!7iwN&~x1P|DXpO+y0mGk@yiD|8L1h@=x|a@^^b6`4{#88#MWs^ho}<?SbT<
z?1AL(_CWG4>;ZO>{4eRju;W<W0OJbSYY5h0`$3?(?#_M?YcSTH8y}lNV=&fw03XL1
zg4I=HFjmCIU@T{h!L|^<Fa-dXSL!z_`fJtxBUci*j@KRS=MTYF1%c`z09f?+%P;Hu
z+sUir&Z!~%5uV<zKYIDywipKZd%B~Levt3FtdI0ZI0Kjvsh`sRZq6|c{3O@i-xJAi
zig5HqLPW(yASzD&0SHeB0_6<xL3^J=I{71=A*cW^M<m)0;^K{l_yjn5x;sJK++E!u
zeok)Q-kuOwG{QLmc!c>0K^)IR&`4KzZxpr$Kg^>@7GiRYb{>fU>VU&wVm5G?1WX*_
z?}qjc0IGq*;G&o$I9vb>RYw9mu*O<P40kXOy6?}$?{paePd~`9^ndZ_*8l?~_&Z4w
ze?yWF5_q(t{DJ2(#K{eTas~M2j`}YVhgIgkCe8?r3_R8bFceFu=&@b>MJYDnFQq5>
zH>Cb9J)|en3qv;g{IP(5d!SLym~Z|_gp(Ua#u&-}EfxwH^aB&n0Q7f>19kYL0X^_`
z`K}SN5KV-qCvfw$jO0%tyI@i<lKv@U?4bPzHhdr9$80z@U%#>8*CXN&5|{cHZ18tO
z0<!jT_k@0@8-hmoyL)4G;BSdP*7jp1|9>P|6l<6Nf#&bx{x19DIl^y5|FXM(AX@rg
z5bYFz#?CL1!9IW?aQ6=Y<cAgaUuFOU<d{X6ae);c5(Nm^6Qe%A8-l-O7t%Sv3By#>
z9}ECSD=?#7M(U?-{DlD!#Tu=D;?(yC+Oc{Z+u~oGg8y-b_jBe2hN|jA4ZP7_2v0E7
z&`2L53Wl2MLj2JIz<uc74J7<GlWPDG`*D-Hn5ek8qT=_<z(61}Z9R9CH!c+j<OS%z
zv6d>t!qN&t)Ca-^k$?z6q972$$<IgMMAH-m{OM?@LHqzD4E*bFdjy1o`8Fu5Z3Kb*
zO8-|7wUZCp9|XcN0<guLk$z4990S0fLH<6N^fdscbM(N#xcC?t4RjEInJ}>HF)W0|
zIfj)nu(KD+8Nk8x*~i(-83T6#@TI^2Bmm>-0dQQPJ2D7>hX9z{Gr-FofOi3y&I^g~
z1A*|#FzNnCCpQ3w0WcZb)L0FG<v}1~GS}Z=$KPOoz^ntfAT@8F^Jw7V;t%0>62O=c
zX^1v5$P?-BFKmQx@<5=SA!^=UJ_yu#5a^g@OeqizhPM!a$&#Wnl9Ix35rF+a|Nb%a
zC)Pg$7}*|UY@ET$42R*xue4uff2DaBgFw<-0B<h;N^{Hxff`~#Af~s!(zpvjAj%jJ
zsQ%S&^e|xb#m(Q}M-~bV3JMZ&M>>gM82a<?|BCPv^Y4M*+7rRF_mg)Jb)*X-z|$Xs
zVX70b&I~|9{IDxc;Xf+z|8v3Ly7gN>gp83cNWe@1i&`^4%iK|}fVeT%3NxnwEYaUc
z`2VrkZ+*ak$9fF_v?WI%I(rci)hjv>-scw}d|FZvo=rZGgY#2vdL(8b%*Zq6_;{@M
z01V_~-~ZzcHx2lT>*wwY!6d60n?eAC8;F5{F@bp_0D(c2AUY5;h#kZQ;s*(X;2<fG
z97q|Y0Xhvb1et;?L3SV~kQ>Mgga!qHE`lOKaiAp7WzaRy4Nw871XK>H0@Z*TK&_y5
z&{NQJP(NrGG!B{u&4HFcYoKk=J`N5J5e_*HEe<md2M!O;DI7SCG>#&U296$%F^(mU
z1CA>W3MT;PB2F|;5>7hK4V)sJa-91(O*rj1Jvak6Z*bn@EaI%=?BU|!lHt<fvf=XL
zLUE;WRd982O>u2;U2%PJLvUkoQ*pC!i*fJZ*5kJ0KF1x#oyJ|l-NFOmk>WAnox~Hy
zlg3lSGsLsPbHPL7h2bUQW#Sd%RpB+`b>j`<P2(-&eZ?olr^Sch3**b-YvZ5Acf$9@
z55rH!zky$dUyt8~KZySxe+~bLfSiDp;1q!@fewKMfh$1}K^#FQ!EJ&%f+qyS1ak!2
zgoK0)gnWcjgxZ9bgy#q^5GE7m5mpnn5e^W}5N;6>5it{;B2pkSBtj7R6U7l_6Wt+t
zO!S&)j%b&dl$e7UPOM36MT{bjBF-ePAbv#rn)oB}J_!{G4~Z;^A&E1|d6G1e5|U<;
zS0r;J`(SD?A6Nlw3O)yp1ZRP(z)!#v;0;nzQchAC(ley)q!FZ9r1walk-jJWN=8E_
zNTx<+Ll!`mN>)nNM)rnmgPfe4mt2|Lirk+(mAst1ll&d|E(I-x2!#%XGetN>4n;l1
zYl;<05=tIQ6-qnG5Xwx-TFO_H%Ty#(yi{sb2&you9I7U&QK~I!T53^hLuxPTWa<j)
z9_j@eA{t&A4H{>f7@C_joisDFc(h!!YP3$Y(X=JBPiW`p2<iCfbm-2}CDGlb>!Vwv
zr=b_8H=_@x&!K-vKh1#0z{{Y+;K`82P{T07u*b;8sKSV3Okk{He9gGSbb?8l3CWbm
zRLwNZw8so#)?oHvzQWwVJjsI3BFJ)vC5R=T<q6C33Az(<C!9_so~SwTmKB#(kky#=
z0_#oI7pz-s>}*<WK5W@+oovhO4D8D6=h!pYAF(fT&~hkpxN~H1Jm&ZWp@*nIJRw<-
zF38$R)|1*N15Os5>^r&7$;Ww?Gm5jCbCL_pCC%l+mBH1)wZ_fCt<QatyOR4Y4+)Pn
zj~mZ*o^GBUUOrxP-gw>y-UU7;J{`UgzDm9cesX>#eqa7#{viQE0cimbfjohJL0mxz
zK{vr1!B?knPf4C~Kb3cCK!`v{MhGQTEHo-iCafYHC|oK0UW7qJPb5mDL1YEW4Yh(^
zfp$ZWfYppAtOPbLN+Wt&G)lBtbR8}TcY^1@hs4OmG{wTj8pXbdpAtuk=ZlX?&`Rh_
z#7lHY97;+_q9v;&7p1tR9HerkMy2Vbjii&MpUDu&sLF)Pw90&ym6Y|Dt&v@o6PELk
ztB_le=aWaum&ng3a4H}aiWH_5A&L%)g^JTkCzTLN#Y!KPxs;uiZ!3RP5l}g&az|xF
z6{d<-tyA4mlT`~<Yg5Nl*HTYZ@6({sI13y(c&Ev!>8e?&xuzwdbwR65n?PGv`-=9c
z4x5gXPPxw7X{pnpr@M5?bWL<`=zh=>)I;kv>*MO5*1xJhVZdX6GH5Ua8R{5bHJmi!
zGx9ZRIYW5H=uFO;d1F!Ii^kn1v?lf@6(-xJs-|hC<7fHL2Au6MqcpQID>vIQS2s^L
zpSFNngjzheWU+L&Y_uY>GPAmEwPmegea(8#M#3h}X2h1yHrTeuj>XQ??x8)UJ;J`$
zfxyAsp~B$+VTdS3Y&q&U<~pu9sX1MDT5?u)&Tw8tDj?I5A6*n&(p?r@6<n{nF1jhX
zWx6f9tGVBB|8h?IT*0{=4?~Yqk8hslp4DE&UJhPOC>oRps>_?*JJ@@`=af&J&$O?s
z?={~wv@ZI#AC8}`U!y-AFqwK0z#kAB@IFv6Feh*~$SkNfm^v60{NlXe`GoTyLo`Ef
zUBJKKbfM$o$%~N}--oJ%7KP!2IfiwFbA`u*&qZiOltqFgJtAL5!J^WmHlxj>n`78w
zB4TD@wPGvdDB{p@qw#X_1()zIxnJr_5KG8TI7)O*>`j6tWhNaYJ0<s~h^Azvd`opn
z?MstP%fC!`8FhK&iqe&`bn5hw^qH&rSL-t%8HpL2*X*zLWQu1NTnAqdxIUewm(`ff
zoqaj`;D+0c;T+YR>Ri^`gxsAx=e*bX%K23VYz0XLdxh?WV?|m;^~Jo!nKub<2Hu=6
zF)Qi5C4H;>Hp}g#+lQs7(&;kevaWKe^70DSinL1H%7DtnJ2rRv@2cNztP-v&s%EH8
zx(B)!aPQN7hx;Qnx-}iO(zR6&cpl`|(bgr_<J6z8Uu$q{m~OOe9B4Y-)X^;0T-PGf
zQrdd5HRmDy!?Z`>M=_7SJq~%i)#lT--0s>w(_!B+-f7V})ODt-?}_e{XHPYsc6O_D
zKYph0thGnBr>R%Ex8b?u^ZFMOFX~=OysYb!?5lqz^{TO7roVYWe&Eq-rPu9)>Vr>*
zbcUV}8w?MOoE;e(wHcira~@lG<N4;x+rYQ`;}H`C6N!^llbP>W-xW^@OjS=yPCtCF
z{{F=WlMmxFPBTlhezOO2G4tf}nIAbmmM_2;S{F4J`#)KKnp^T&+Fy?QO#L}`g@5J2
zs`BcKHH)>mFX%7d){{4wH%d3fH#@eBw%%=fZSU_S?lSL|eU<*&y=T7naX;vQ=pgG*
z;IR2f_h{mq*SBvNANzmaFAV>&w6%unsHv$U{E*II?25z~b5{>$=@0+04zz}vAbk+n
zwJQqnlc*S&8X9PD!C|VNz*HIdR0CrxGX}%4%c-B`f4EEjt~^{y{69)#Jr+MoV}lLH
z9tfy09R9rt02Dv&m@xoKgW=fa`>z!lHX!k{6by`Ap&9>{kLlshd<o!SIPe`)l?)h;
z^%VR<g=4z&9aS>`<%F3VVm)JUz<uQHg>Xk%!@#1L$O^`>gMq={Uzn%~%vuykz+|h5
zTEj#{#o#j1VBk|!Mhdt`MMPX&N=8fq$Tfh7{#p?J*17-BEyARv#U<fDpG07iz=~2-
z3IoB#q+r-+(C^KP{YL2jjlDla3b>e!ffHDNVlRe=|Bk)bV8u_=e-tV<it!Wm&#htu
z8$a{^QK;CE!cWwHY!w@8_=)=GR<YrSpZWjTD%SD;6ZM~4{pB|OOAbr?hp_&!Rjhmd
z-?fVM+y6xUGp$%x{?Gh>ZuLJp_>Z(=z3V?~{fk!ry*6RT@%O4QwhR-Hgz8vnpV6>5
zrH%9qMEbisAq<cKNMU1O=%TOzOLf4Pfp+)t2i(nYtY_yqs)Z>EL}V}?b2T>v8X^Y6
zdd#t~sDvog+}+vV&CePl0mL?e7Z@&u85Ed*5)zndF#q5{oCEX1!a%;5H1HksDJBNS
zVEvmH2LD&xFfb6z6_<ucN=rbb0COt^c(x@0N1ue0I7A9)36q9tQ3AL(UJ?joU|Nut
z5<SM1gaIJ~X^0fC&ks``17phpWiWNfV9Cd%9{2pmJElzuz&c3Ci2cVW9B{Z|%46Dq
zW7-8?n07Ir(m=!tOP!QB7+Ve~3s4P_fWd(HvBYs6080U(3@ir$SX}y;YuI<7&42v&
zJzpH?Gv)>K5U4>E1_MILPz@CDgM*mGycE`L2Q>+B^v49oF=iVuvp)jO*xc{Rg30<>
z4vJBoAC&-tMya6u+<$&ocX#>jH1M+q16twY33YL|{Z%dY0rE#3RMW83Qq}*14yt;4
zI{#4x#V}MG|BVX5|562iQ@tN7!-xj+!hAng9<16)iT;n&?niA{r2`ZO5El?A#=HP_
z0|Nb-{{sSJR1T9W2^d(6N*&|=84oBAD9#VX{qc!W5G)MT4F?qCd(Qz#1_r1akP762
zF&Kan0YeF+lwv?g469(kGe}w#P)3ZRVt+K@XRH5Gm5%ZMLXG~U0e_=UST+1zpD-rm
zmvzBP+5q8&{J$9_RbYpNwJ<=7FdXpEOG{z)NJ!aYeoNEU4<ZSMs`z1oNti@nR)O%*
zMq(Y9QeuE_8Pggj4^t8h)d3=R?oKKwS0LO5d^Pb$dYM5)0Tx2_-TnN40fMz*7&e2U
z7T>Fp5Ci5l7$XPl0O5zKKvkh?P<5yVR1>NN)rRUoPeXN~dQiZr4K;)sLC-*qp(apM
z=vk;4)EsIFML->)j%Z*yhy((CF8)7Ytcw-u1jRV_P{6yF7Xs=Gbp{;#2s9K4#S#ET
zdO0Kf+@Qd$6Z7E$3@YG%AQC&i0GA-t73v0cJMZI$L_yu5=b#=?PpB6Z1w{d2NT@f|
z8+iAD0@G6@3fnRkI&K#TF1UL;Lw%vX0p37>(a{r&@Z-xd4jSqQ^+S5OANSA?83?rE
z=N=68^Tc!p>y3o^LxC6~5()JW@`eUL1EE3CVCZ>h2s8wV_7=cO7x>vzq!?h60sZ`K
zvdN<g1SwHJcG$>5TmUQxKW1|cMnN!TFmok)DVP8lTlBjM0U5w=sQ&&Fs(=W8w`6KR
zLIuDCPvU2&AUHSFg46=o8KwBeXCD6vM23Btcbj`SB5GomM)@+B7){$c9A!m^Lr<?_
zr0iL_WK4g>Y|?BX<gV3tRTXF5Yuhg)A=S9WXOgc!V5zh8t{hqIf=(Xt4IH%`ew$S6
zxeB`~CN|YNCAYdm0e*Uy^rjJi$Zfj5JN&sO83orZr5j*AraHdwgj~bzEh{fys9l|=
z+xNS`W&W{!<b31j1z|gr=Yy@&$$T$X+x^e*n|W&s3FMiZi3hx84gGde>9B2~tPHfr
z%=TfAY_OX#Lr-KVE#F+R^j@P)f$XWrC3hZ_2zeVIR4&_bDEZwE%kcAT3NuBVM_3Yk
zKAZ~P)R^0oKg_LZjq3Q&TEo1TF0hweY{}y{e~p3gb-c@`nfS#G7kd2b8H-5^_;Y@I
z*BR;Q=C0AxXA-3d=E?@S*fDp)vcJ^QoJP~=#`hTr>WXkk@*z>@G^~(zA;YuD=f8GV
zlEO)AZzpHTqTiMk4-9s{2zHtu`yj=oDE^7-W-$@7<I&iZcdLkU$SI!yBcEq&5=Dsj
zWP|ZNj(c#fES2O)=AK>HO(uI6@xe6a&P~^M4hLEHla)4j#UgrKXtF@O@jA}9*}gA~
zcrP)(;udY!gVT19IT6AI^!Ts##)!J>Nnh<#hcPE#VeV6hXY0|;yflSBWFpuAZ^&tO
zx-q9NzN8af(KF}G6mV%4tId+ue3Ajn*Q0!zbVjT$xoy)~oj2)rhVM<<3^*gbl}1gm
z%9lo6pX<#cEiE>y>y(lO3Vn(JgUu-cr_k1mfiWiNq$ahPlQTL3?wo;&H=whW8<NOk
zblrM#OUpjTL_rYw;vQlY+VV9ZXX0}nYQIHc-9Z6Y{+xVY5J!I~YR7tVwJfB3B)IuJ
z#hT}rixXV+-MQ>?7jm~>hmdbueW)9*e6y51N)ENmE9^5dFHa*m(_t!qOSY*A*ClK2
z*=dcGP>}UZXh9Z&kVs31uWve^=HRNr^(8ec&aM#L$+Zg<jI_h^;PVrUWLNi+3Cyfx
z=EdGIxbX&Azhw^}6_-)#=w@hqj+Zl<@Nh<pq15o&xdhk;E3)cldso7}D)CA=FNfM&
zZ(>TRC|#%%6W)l+xvk~M49ME3<2tH08WyH4z8}n)c@^i?KfIwj{Khcn(Zdq=0<=#D
zh5LR<Su>e%)k(>{S$_20!@MIkUIxg`&NJ#;E4WwhNC*U4w>u+)I?quP9Yjn*z{Oz^
zC>RL0V^OgfCdk@?h;ZH_4A9!YYt5!prdi!p(%;_|xR#!KZ_Mu${aS2FoyT$$Cmf&j
zi-<vd3o9C5(U0uIy*Gp}Tfq;8UEVmFUDV)6$+&)r3dX4La-sBz@p59cC<kdoJ3oIk
zokL{gEO|31%9fEQuIM_0y<yBdDv~g^!uUoa^V(3UMblHF<+$)g$y`W5t#akrMnS{a
zG>xgKqcZiKhOmSEhle|n%GWcM!+Q`uvk44iriSnn(6j6#s&0J2QPAC|Q7oNtw=+`&
z2L{MCy`^4TOfJ1xSE(%?<lVV{KkuE9uET&ye+Ne)i$W1;=BIlj1Rm0nU4w+looS-J
zb~h;0da65%ck8WUDx*}6)a_2OB=|@)Whz<j?%lp`MaGt#zmW9E+=v|U@fB)6Fusai
z%KB0##5E~xTM@+57|ymZqclKC64>+gOMc1QJyHobH*t}sr^{=Rve{B{!DSiyS!|E_
z1Z^}DuA^*?$`#$Iw{uJGRNn52vJ=i*t8ku+p5l-=kIqO(N#N6Ec&!?{<b0F3MgGEP
zIN5yB-}YrHXE8X4TH`R5=N))BldjT7Wo(;3J#ozM$stMMkRrh&5_t~I6&PxW<jwsP
zL}C8Meha&Aqo-IawQU6~iOW1x1Gxq$#PvRnPZ^_cp62tcHJ!A`s?gE3fk_GkEZw@5
z4vsU;*$|wLU=GY0wtq8g$?!hH$YEz)@#KZ+H%w)m9U+@`%r0$VR%A(qHfzys6l?Lj
z1z}9_FEsN~l=TF*-MXoS&5Rn2?}5Zr+VJ_C5r-ZArllQT0le7~0xOml+O_dXnq(9w
z(6rT8B9vaW2!y%{LYx?@-d08@rRfv$S=+avi(l*Drd@y5@9;wM0t%Gx6Wo>nDz<Xy
zl@?B`Jea%moHS48sS8cURZs2b-_{@Cr=<j6*9x3+SP1<x_R%#^cS~J6L2^T|b??Kn
zP3`^B*1W66W$qtF%mhbz#Vng{^wFJOlhEQc*X`Fbn8hVd_PsNQq8+|>uGZGPe9STW
zyrdbs!7JMcC$0qHmn4)oE*vy(o^MlUm$)6g%NE1YYG{d9J$gv|S!wue#prk`$%W;O
zg$V@ywNxhA1|KG7nK)9;P+NWf(iCOf=mq1TXS6a|m3)S5?YY;=&~`9HgG3Lmu26?<
z6JN<C+IOc_8>G6u_vSb4r9wBZY<|{q&0L+Rz$fWW(q%Y8Sf<oJK&f4&kX-Md4D!3o
z?aVc$#CSnu#PZoKN(%4Aes-BAh@yfEa#}ub&C((un7P@5?D|I7vh>5x3-%=ga=km@
z&Aw0Km$<JrQRLqoCSks&QDizc^WxdQsaLtxou>sdYmi{G)M&0Xp7?zHZ;@~!G^qOY
z?QD6QFTy3S55xJP^djL4hglIgx1(`N{R$z{I7eM1A=+^oxs)o@CijU-&}ERzQFXcJ
zZk>8=MN3wFQ9z97sO1H*00mx{kkuuh!n^t3$jc-3HH$06#?M}ZzCz!BQ&dx#E8ceT
z>f!L|CmeHvBTvdAGeFREu?SvQP^5hKCwGL+mxGE=?r%SRI(uq<iEu;Wgw!zVwcXxE
zzSe~RsENjK-nFIa1mb*B+_d5rhMSH?vF%L$crD8O!S<q&AvZ;G$?T+27auTW>nOd=
zmwbo!YJ0xp0bw3^dkBZ5;<9%%(UU&UYe5#VBre{S7jx2s`7-2Ce&!?@&l{RTy1gnD
z7$1_DNw2)O`O2>K&1}(@4>c>g#UP{MHvU1lG;2+^NV}m&LFWCMX#6Ub74w>$){cGj
zfvPy=vjQWR6TVKuU&-6KJNmgvq09bE4#VNp`X4O=^B+7n`x<1n4NrOeF#p*~YT!zO
zLQvt1v9NFOv+L6KjGZU@@E=t*kEymN#qo>IefHJRv6`)UIkE#xC~@shX?8AURXrKK
zxWLkGx@qpu8R;g>U!8}$p3wK6gz!smZ|6spyLYbMiA@|0_>smJj|V+To}OG|8my%9
zx0QK9zdZPm5_@0!@%{8iZc3@wJl{DqD$|SL(1;W&vGiY7eoO;985zjJO}|ol?ut9E
z_tg)Pv7ysmSHw7O>;+t&ze{dkHEz@roacYVUNpRKf1^%ChL$V9_q|%!w5{arH)Kn>
zj)r$*b%$>t7y_uDi{!kgCvT+*BG}gs9yvP!@2SP}W=@&mUAVpkyBb26`x^XEzh<|%
z<_z<gD??RVy(INyV*W(vy>ATs`4R+iyC0eR_4&peuE=X9pX|7{i#%u$(+bPH{RCkt
z9bvpy_k4^k>XFCc2XTD_^|j&z(PyWl-2D$SO?3S=qb9&Ury5IRpFN*aTP8i=H5;=R
ztF$Eszf`@Z&|*d=?#uSMr65Xm<J&Z?*+JA=llSQ7T~dYXg~T&4E}jv%UrrP5puQyE
z5O{mt?TBUZ(i_Ch?gd;CUlF2@&LthUR+qh{8{d=E#$VU2yO+oQX`gP^$)zmlYXjd%
zyT~`*B+j8u)g!Z+9Gy`60@{ksYPMpxXs0zvYJ+!{N}P*alW$8JW)$;o9VE<h>=tf3
z+`h5>>FODdQ{{JaHV#LgZcKSZsM{*1#57#$E%F%#Pv@773q5@6wmoX>N9`ENIxse>
zYRYGO(PZ^LMQ!BpY2jIdlh!L4OBzhO>@{8sl^Wi3g9AhtaFp1zneX;)(rVWgJf$*X
ziPU?nHhuEUoDS%-12K{Jnj8sEq1Njd=N8@W1}^u;@+Oa?7Z)D~6u&x`Ko~otx1Il3
zoj|4U+=8?&=~AlzDZ|Jx^fJxvt)&rR>q-eWx8|F)s>?Z(HUq|#j^^3)MovyeaSUqo
zLU1`NCkN`g0Ri_olzczeHKz9onv%TqZ@H}hg7GAY()$RjKI2Bh^ROs2RiBe)KIr5x
zvG4sedy*uZ__lH%+9J`oDgo!<A%(K{$%oQ`tH-}cgXuJ%Ma*_fYG1J#liezQ+41_?
za+CNiYx_;1s|B?+c?LrT)6U&Wd5Q8mM|`f3dmld9xN-}Q?Rr;*M{Z2kHu$vZu+qM1
z`M7dZH>bN)J2+nQ{Kk8=(W>fK20@ZY!z0Ue^SGfGi%z$7N>6E`p7&F*S<2V+FKYAI
z6pN6r3`J^v1Ak?w5`5y3?-8^7@lhX}jBclwEAv!xk?AFJ{7zf1p}|b0NPm_wJV67~
z^u=NB*S=}>WnPgUyu^|MN1l;trt`PQ<CAu?N@OQQgx=o>lnf71_t+QVp=z2HjZWrD
zwX;~3Pgj@<m&TW`qYBMCcZZ0H-299}*z$q9SU}xY3M?V|;m`%mXS7ymHwBl-vjqh8
zcordMCWUrk{Oo+*4|DQP&8=Mzs<#`!NfLr4xA{AN8-(^zy~=^SDM4MtmlM)43yItA
zwfpd}nzn<pmNqK-o!jH{Oa13_4BX;47x-|$?Z?#ifv?Nq#?Ry|G>~?;(Xp{fEHk-r
zs8y>_-V3rZ)3H)a$z(XBR4mHf9snP{`us}w8&^PlX>R<XYp=?=-MMRYl-*rSmOA~E
zYURZlFS=Q7rHJ>BC(y7ILO0LIa!sHFk63&4Kk<6ppwG03w~jRk0oDtnee6vLMLD>L
zq(_XX(9C5GnvmP=XGI^ncYQ(Y?8?`3O9>lCD;mZdbB!<c&<AhL&zd|n<T<%Hwtd^F
zRAS`LIFnv?VR5)@^HR+Hky{_Wdb3!MTY=+w=Vxzmr@WgKkQp@$j4FADWOIzHe#DsH
z8@aA0iuQMO+kBSV$H7vqSi{CjBSIoK5UHhZdbi$LRZ5twiMU!-*i&;`{*fwmhdB}c
zhsrW3laroulffShoA<0J1{q!BH;2Kx@hR`dxASQWWIxp&ovsbZyY0Ub;QhAvJZA^D
z12UZ2()DS=r`S)PwI$Y(N?^{1m)nWZF<CY42bmi;bcs&9x|5z-e74o-%gg0a32JXW
zw)K4OiB4N8p(@QqP43MQbLP-Z7RnB-AX$~62tK&*8*<~3ZdRcgL!pVBsmr$?Tz=E$
z`haV&P+p4n8lwo8y%>z8#iRdFkG<85`#quE80#QxeeJb%uRYPbrRE)9W2KqTxf2c7
zGQ6w<^DJD9711<bM#p_#k2NV+<PEN`iUYr5-$gyU6c_!{n3O{*)Z$Lx*Vd$`ZAYc{
zWzS0++CNfXOMGl$ITkh31tQMHJ%pIyJyn=?#S0fm*>zYI-6Ui!ZtuD}w&T43J@jBL
zyR&>oc4f7HpPwv_ik#a;bqc4-SCVWZ`VeLo{ZwFqaSc7uXtrNvrV*bVE3r*OU3)~0
zV|h1Zzsj}CJ+>U#xX=BhB+MbwG|6X`aY{L6nc}G7PP7kczVe;juCeP4()kGwCZtE!
zq5Wr#oZozlUhbpiO`#pTt{b(}^zFg?@RS{`q%1to;H|Pm*0<4-{A^3skA#-5xL_V*
zwFN<o?j27D5{uj-Lp@1_Xv&4#Lx;5F_CL+u5)wjRy?%pDx2O6;XpcjP{ZV1ZqkG1p
zhVx_Rhd&VD5-pQ9;g_E7z03PV@szmro6t4wuFG}O34+RRtg`S=!q(WbVvrWw6b2oU
z=>bi<{xTA1#pzmBlfBmZ<Yp?4O-n)nB^?8I%YllByPKZ`#{Ig)i>tvopR3sjnN#T*
z?06{sHNo$;1v7iQIS1^JM@@-#6ng7YyidYNmkTGT=WGUQ{HHz>Sq+viOFw>*us~hC
zBsGz>Me$T{?&8(xlS|(3ydDLppWj$W8JyO*n`=+BtsH)noxIZK-2I3275blE2@f?$
zSk&I>aLOV8e$s-&+v1Vkg_((%{!2w~&K$jQT@ebXc(`huLrrEC67LLE<<PbB=+gYC
zl;y(yrvBSA0rE|-tii+Jf-dDDk=xe~mY(PIO$`UK_N1jf=hwEmSBU!BBHQf2<ZRr=
zCU#2ewJjxAaL<))jZS7(=Qx#cG4kmztx`fU@iq#IC2#M)%Wq*Xtv-1#bhz_uD#z&B
z?W#=F`uqHK@-N|_CnPU3{v7kg`k4QXqw=4<*5Cb<G7w>47v!;@QcU!RpAzFn{Nbp?
zcqaeOQ3(|NJ4dA$;IsTEM<u4#Uye$Qn^F^SNglf+F^<ST`Wye=(TMRf{%|p3e2f1>
z&*HK3@PFVk{G-DVyHWdB1mWL041wM4KxpS@r1jrB48_F6rGIl6dYQW`o0v0%iT3E@
z?izhid(pY$*cD41NmUOS#<9d_RQEB@(8syL4{5h$*0M~t>K-Atz9ajgs!pVCWduyG
zIT3U#pp0VpK1!yC)uoA2Hcx3II%rDn{LZ7*upPN6nP*HIe44yh-Q$rTuRAk-bh(|@
zn}1ya_BOqMC-#C|aCWD)T_SDnHy^8vv#51JDUF9x`>#6(Zk<~8Bl2LpeN}IJF|#OB
zW`oqvb)If%-*xX(%KVy-Qiudmy}kZknUJn#y&^K~jPLd`XQ-;m?OQ&nw_p#Y<(}JD
zr}e%XO}jGBu-NSk>?X_XU-0(XY|_~C5A{Wam~Ag_c36fyCp)|}fvfxFK;{kJqVCtd
zvf$7V6|;z2Mg_Wz{5P(j$;i2uW0#d<J3IA=G>#-u@E%zntqGI4seE<U4Z9nnN@Axj
zJYC3^X%aYJ?zG_=AM>fR<0bWB=%L~kC9yb)3{D`H9I4}|DW<3gAB@*Q?1`4YuyA1&
z%g=687o*KCdcn;bmw^0`75wxWnG;QxI&T(pUkt41g|-XbOpm{-b28&#^nj@RO@vKW
zUvjLkYctH2neukj0DO`uRrJiKYy&;~+RHM~!QT0v)aUO4J`I%D3?iE}**U*OA50|%
zKQVifcG@0UweB$o<<1&PXSkMgF8fpNr}7)-Cx#2kraWFtFyA=G_`!IgW?-(lva+(k
z<AFy-<&&*D9!X1&C(<X6UT5F4AI^v%5l>aG^o$kLdDKCxH%pV1u_n_L;ZMx9+a#u+
zaB^1hsgLCADC-RA^n0}DPO~DaFRHxv#UX>ylfAvbD8D#KQLOMa?Aw<MDRP5q1oApu
zQl|aFEzCsRDG#_`(e)+-ZtBmT^?c_jCtvqGwO?u^N+k?maSnE%0H*>YRwE;QU?(El
zVPq1JXcru^e8Y1E2M0Bh@)I^xM=dx6hU}!v&k3gI_z9rR$!Atr7x|~#Y!dBW4LqB%
z*;E&scOdMip6@X7A;R^w*4X62yPm4g)aF#}J55;Cza`HWGWl3ia-R0e%g)O*mrBO$
zcE`te>eE*~&k^X&E`;7n(UV@A%ne~DoFJgUKeI%BSX?9*M`0+S_mW=llH}tnD-@Cq
z8fctacEwvz`N@shCx-iKFQX)tJhvg?;O4|Ab}bdDNNSYPw0^#kR^c?>t{Sh97WI&{
zu{sO9n2`vK8|jMMPZS+xf~zq^%kWLTXO&!J0oRU3-OEI7D=9&8tyC@O-Puvo3~!n?
z-MZVJ<z6xzj5(Ro<|WTGzX^RYpad>qXL!K|DoH!xKFxYBIF-;o(%hN{v6W<vW2JB|
zQY)z0pNy?#fO7Kn%AHtkiVI<6H^hBr+6in7B6eO;U+7Sxt)t~sJn`V@&dOMM+D@KA
zJ%7MmkUY-kns-`8JvUi(L_!D@MS|t+hgL3%t+r?k2GDjxUuZKwu6<<e@MV@m1xNpG
z%|}zRdtJ;gig55$55n4>cYUnd>Ylt{UOjm-!shHFH{UtVu=Up|Q<v_&xApLDzWJnZ
zEp(2!_K5e1aren?7k3<;l(^Q#Xj*WZ1gTHDCaUb-_!T22pIc!&b7~zd#cYyv{HMlZ
zjho*HT7R^F26<-i?r`#VQucyn+lYAfXfAn;--&^AbW96gYE$G{yYbFaK{1eh)W9b{
zbAFR2Y&X+jU?gk$E)4-q)at@bj#iTotHd$7q?=r?rt4m7=FfQWZ1Q+6e;B!><<N+y
zTG_3bsFd=-e%2>iAa~pUNRYO-)WuUad}Se%_CySAxNL2RRtk&O!;d0&<r)uh!{;sD
zl+9j}XxCLAG`>n8(QLQF_i*pg{k<U_m7L~~_O}E}3>EG1Lgkj{KV?wVR~C{6e(fL{
zUbvB<a0I!xCrGTOMzS1tP5X32Lx`yig<GkcM+Mywp&Lz{4s%(IQIx>ut@eAy37W-Q
za83^5RvI-DvZvr%8PAWPZjzmAsbUr)pCiwu^SvERksQu?IK?<MHx+e2k{s!rq4b4W
zvDM8c)dDA{Uzv5q%cSu#^A!X_jQwD3<~@;N0edRh?Wl#sgrV!~7RYe_<xIJH-Ggne
zGW8aJUY2{O+}YI}#}Do@lk(|Vz3DV|x0LI?t(j8MT3=tB86L3LcJ(3Wt)0h`TtTeS
zuB^e=iarR|$ZJw4o0GLi?2M7%wzq6iY)<ex8p4Z(<P;()1$UP|w_M2owmJF!V3vG{
zo;7+QFxTBwB}eet8%v!Q%`Xd5Ofq!$cWj4L9A@U&u5Twv8sp3~8YP`Cbl2RtIUh=C
zFFz&5ujdv&@Q^_E4YH0Vy}B?9Z;-F3pTj9w{L=sd9&DG<)aa?iOL4}u#Ib8H1aoeP
z#iiwLpM5TPU&D8(ekp`>>VedS1>P%9Dov}Y?+OQ6irH3Y-+s*X;cVrq9s1(Z2-kSU
zsZ$lPloi7oexr2jW$ag}_+8@mBr3<CZtLEKJq1LbE&HChk16oRKrWwB^b7GN%4U=k
zd^z7;A-gme!PCIPKuE|dlFV?0X9&XgAnGjzBTsb3@&)F#x7Sm>OYn+`j`*uo19*ZC
z7{ADGGbamu>hIT15iEQZHX8e|SU6w(ZoZ6UdVzH4_*b6d45Y|Xd%*e$_TKFX!`e$H
zj(Q2K*(V<bt?hMwtb0tE)SH|{C09Yd760DsO|^{3x4O3n->k%{ZjQ7CRzT}t)+#jE
zM?al`Gd0_1K6|Sd-cR_NnU*J~9~9~}iR-{t8M!rv6E?Jb&^97^`gQ|erXQ0D&Y@Bi
zg#GEmP=d*mbkRF$Q|h*qGmrah!_NfGp<iap1#GB}kSNExKg}m!(A_%O<!C?jMoiHH
z|8w6C!+v^u^TNH@a>SW<>+)xE+#)Lbq_Jj+zBW%X@6uZbFC5NgQx?zgv%KA|teLOk
zw`jh&bpsx$DiVM?BuBGPj^TZpak!;PVHR?EQ#4I>*J(3K{`DF5@cLesap8QkXE0Zm
z_^0&)C8IBN%9QVJy$fv@wMs1WVdXzKNpBo+K>if``Hsxs9r)>Nn_|7!id&C_9}kD_
z;c*8Z1Z<2broW5a5Pu)uRPPn^yrPjCCk?n;w<1nBg_0vwp4XtQdU0dwY+;goQeIr@
zOYI!tA?x%Y?)A>6^JzIJ&z1>{o+)+IPg21vc=NgNip-{QeTJNtpO<`s$5K@cYWCU6
z<apnDkRh*Dw}DPFi_BK=A^3`FXPBfzIORL}O~FzLTM9+lg`+EMu|w`jH8ru|aa4Jw
zjHYbnlyiK3pe4D&oXl%R#UN9^=|}y+cyb%k=ZRChPcrQbr^c`@><8VTdk7V2l%Ht~
z=JXp{;Z_V&^*xtqfiQVzzwbIdwO&ezG<XBqR^bX-QdaG_bf;@KYcnqHc4t74MyAA>
zM=WimmV!cSx6hqJduG;~Xd9MgJ5Z8Qw3m~L0(S}DB!8gtT5Sw`SeSD|;*5Fkdz9Tl
zP5BqqxA(@rT%DOQF_@$?A~A1jj20L@9SgqpM%GvTG6j+HPVjU)Z7WLUvFp|9xNzPv
z)0A;a+jFmNb#bMVHKRN^Lx|gi-+y|=da!M|RhF$|;=+@b-PmAIn5^w-B-U@FNtQva
z^fip>Y0>^jCey-;&e;|idz|tz6O+z<`J=;fk{yG)28!~wxq%P*(6NsLx090W6YIfq
zT9xyV)lS13=QmBWcL|ei{83IbJNA+`ExtmcqNt~3CpoP(a&iTxSI-b>dg<pmD;yc?
zWE*%do8DNU)O<UApqg_peDi*9pU%rR;?h{LBH;JaimEB_UODtTZ8EgQsz(}%;HzAw
zz@>=#BDqO(B(;$uZlcms?>g;^o8ETaYEzvUu4ag1`^;<E4-|dbnDKJ-Q~n`R8W=MH
zPxVHtj_2TdX=$|)<=Mk~iy@PKdH7fAi4{%B@7(D<BNERVdy{pn9{pPJGdM4B?y)t(
zcl0gIM|h=Y_RZ3ZZ*VDyBSZU;r@7f)`(+%S-oQ<~N2uu2NNJ-7iD0+MZ&w_P6?tWp
zMt6%ONXK^du3)bMP5?bcLTU-4)guye1**4o5<L{fX9+#H=`WZdiqeH%6U}coly6ZD
zN|KNXGO&JbYag@}EM@6=pL?tAs5Yacyf~HbT2!ZL_E#Fjnbe|*&r08RAFQZ{L>V#D
zNQOGg21@RvRdyNG&6vF9ROE5>R#bfJZ#C(^_j+zeb|E3LdyJe5Z-6a&l!UG4+K%i7
zKiSRv`jq+<5!0+}f9Imd+lm<-0ac5!cg;Jx+&f>s*$R5DVI>ADIp|b|t@qPT6eug5
z8DBcesEn>GkE<&pAKwliEsL&Nc&ASOy!)}zww=J%HK|i+xsTfm<gUqC4QW!sh1u$=
z@+kMFqMsse$B2WV@q|{jCpQV)4%l3VXb$RM8YblXSP`%gq(Ux(Dl<HYTMFN1o28u3
zd4E$7clg9RPq&r^%PkL|n=FBM!yi8S?0rHakP+6{@eXAG?K?`yIl)xl7-0AL=@AkB
z6Y+sRubHt2<&W3Qe>e>*^Z)N@SVSNajX5~(jBxh^&QbdV7pgcTFelb*_*K+ZYy|!r
z$78X(qyOo6>>tk#V{ZZY-NW$Xet=(FSS<AQe(YZn75nX|tGrS$aP|+_Km>8bY@1Qw
zTWxvF2XS{+;4_!dhw1yMA>G`yL(oW*5Cc=E5DzCAXFerGu)Goi*sP8e4o3J0yI?oY
z_(6cZPzs!C#(J8Z7=&QiU@spp;F<zRu$L#wPc~SA4_ibQfHBEXJ_r`Y-$Q}VLf;7D
z4_r3j;qDKCi^zzG3X6&fL0r(l=B*%av<E~~M3N7v67B3FYYc4TIj#`+roi{xA<7^z
z5pT3B6gX5W1BJn%aJVplA?$Y^I1nE!jPm0G+QW9l-Qs64l%EK;Pa?n;DX6;zR8#~8
z{n5~mjbxakiI|2Fj@|+O3VZ<p?#{Aea49Kin3RmLvxJMZu&5}~Ss2&}2@^(0OFF{D
z#6+cJkj_7v^ZBit|Ir?h0W>HE@Bx5iflGjZBh^T>0-u(V9z@H{+t2@an=C{I*h$U@
z{Z9V>R<8ir{52N<fqrL$Jb)vs4{YpoIj;`f^q>fbiHZrs#D!rJrlO*<a2Z*c^eLFA
zEDR<O{R1W-e4wZr8VMBpH${KL{H>@r+7wU;#k0T}9`7KOijNPlw+?&c{J1@Aq3<~I
zP>h6r<IVpzw-7%1`v1%?FE5NjWAJ3vy`2Iu2kCXx|0nA5zb#>Br=K162|#;d$A+^L
z^!tf^KS0Q$K#!fBWPy7>ybyq9BYtrh3TPysqCAl4kGXC`5j*l!JpGRWPj}2nlJx}6
zUnuYe3p*d5CguYqg~fJ0mWHRh;xT|N2mMvoU&soZ1dMDzY|x)}LlF%5U;6vstLT@p
z1fB{Cd_fpf2ta>0;`7Tz_+wP_|J9%d?#jR_F<@aZql8~w7Bj?P;xGwOQMe3tbn(Gp
zd;l6S3jYz~=TVkmG|~mwek%^fn4{xAh@^xBaDA2w<Twou7ncDx$YcH>sPAdwFfm|v
z@PDSk;bNG5$3O5SAn>2%F-J&#q+<a%uz48RgZU#(8n|`gd%Bd&Z*>5hYky>j!7wKW
zeiQ&MOZ%Atmj<@O|DV>rGOnto>znTGPU-GLcSuWjBi)T64U*E`UD72;cM8&7(xD)w
zh`#6Gg?Zo4dwsaihx6NeX00`A&&-~gHGBQn{K(+^nZX5$bM_+x=$;J3^?-gH0B#T@
z1oZpyK<umlko)v+X}}wxAN(I_oSYyB>fh+tIRGFG)Sqb}_v_!&fRLWQ=y*7J|EfqH
zwqKw1P6#`I1BChdT^=td$Q$+dG#-v$EA}pvorewRiv0&2fEN@I={H^uP7prf_cV4M
z_P^_jhlBM`UUnW15IX5Mc|Z^6zv_UMlk?Z+x?^Ak@Bsee<>3Z}{P<lS4>t(6@n_m!
z^4Ni|#GiEqY+lx1y2+goHXz#S?{a}&+JBY7^LJ+l&gOsV!p6n=XZ-=o0D)(I)0vHf
z7Zk_&w=|%KHwf|cXBsaM9`Q#SF9_}Tdm0-LC?eHwX}~f7e?A8r7x!QNnVpCC@BR#6
z1;w5DO&&Xd6?8`H?`dqjfAv#f861Ds3mbsruK@%o@2~fb9l!=c3I1LNfbH+P0yglU
zeS-}EJZJ1rURD4o{?;Gz*jfMNWe2c>f_ME%2SN+|md3%#`d1qP!406uiNDbS2c*Aw
z0lc6Harbnt&Olqi+!=Tx4H=87mA5$%hC#-n;@|)b_XYAyCu4bN|JZ@-4jTjf_9j85
zE5ObrDJ2OUD|mQ;C);qbNw9HCN^*;Hh;ng@vP<%ci3|PzDegiz0%LGFyWS1@oWQ5y
zL7<|NRFXmfl>{^fkU>Y}{4;fs{W`mVh6Z-v+U;(3K?Xug|5<yI{pV>4Nb&1D^_!^Q
zCMslLJT&Bg&_2lDL#W-Wafjf%3%mxDcJG=Gic@)4D<B<y36BZ9{m<bv?=<-{q9w2u
zz6Z4gUg!fUMD6VzfFUpez)nD>0=&PEzzJdo`u_tLW}tHa$^BK~`@n>E_4Z#B2EJkc
zi2a`{3^ZK+4~>CS#`oOcGzNCoA1(b~H0A=0ly?>JKiBv>;_1KDF&A)Jzbp7xjqigC
z{$F*>^*uT!u)Y508gqe$xc}NKxW0$#{Jk6B^_07AtPAX2z{TF(_4kf@-@AVa)(RXR
z|0&@|P%2<=0}fnwrGfw`z}tV6__bob^ZgL03dE7!Gl{FRk$neT|E}40vG**}AQs@D
z2`cAz!JyLasiZ(4!+T|bV*lxKzcYZ|je7=pb9)O{U=%-I00*!^zJKxt?o8N%OgmtF
zIWzO`rF~xkBO`cbywuiqA$*1YY&V;gq?Fz|@<vN|p*Az$x=oQ*xM22%HBSns$&;3%
zRR0@F@w<+6doT`5q@kA&uytx56Cj_Ty5$qDrymZDl=E6d5M$al&C45ng<owyqGnlh
z!I{5Ukzhsn2BkX7so_oSgZaAp$XoD}*RYU~0URt;PtlTLYu~e1D@XH}(QU1Qj5<$E
zKMH<XIZh@s?l6y&>tbfkOh8U25yo>l9l0>1d0(rc>4GNE@tKwFs0rR7j{bJ7&zqv+
z0-0yjiGlDvzH$J3)Fq@jS1Re`EM}?xm<qblvVWq~EF<NjcV2zdK>0kGsJMd0KAme~
zH@0RjBfaH{BfX5=cE41VRp+++OGQa7C8S+<+vyY-J(R5Tu;B3i+XrRmDH=F=dOB$^
z6GpSV%2^j+i&<!s!znmfNTl1P5Al_|Mb_Zaf^w-ZSg~L}x0A5uB5{@GNO(#WM53FM
zz3;6FHkP2UXA+2^&npPGVb%6l;vZtO3oCzuaKW{4;1cW{W$E)3Eh${&EVMTA`=xS*
zK~1FP175hflvx^B^IWJnq9Aj5%ArR?vRNAatsxAX`&nXw3eB~e43+3iPtt1Df;RWV
z%_T;%iWsqTJzGrhC&P>B=2DUb^=p*HPC3o-r$G1Vhhggq^wOVLru~xNOX`=@+sY&P
z920<(^@+LpkO%oeOs!V%QQJad4=jNNkJRoT_I;hG)M|ZYj;cHkMpNm+duYF~Q{BE#
z;&EhuGuWcubi#ded1~`+)h*(92WRb4zqMJK`9b#fqH9Nu)|$6EB&<49Z)t7Rf%=$D
z&5gN6KO*<BJBRzn#4gzzd29q%J>!=vOealCGpI*CtvYPz0p>S1YDvTbN=>0GS4SuV
z)z?y=r2F)}!40B$D+mM4Nz_umeo01VY!E!^j9g*Co$Htt+NrMT5-4m?O8Z91htKe(
z-iFjhm1=LxwxTxoRCI@qG|yu)d^H$1S<EI{E0N7rZyTo?Sp|AU1s;8z8?BMD0qqHj
zav;OyaoOx}xs(mKB*K|?P_Hi+KwBnEv9idrlCXFNAAd6l4N_4w;Ts}(%y!g(emln5
zsbifEGc$7(M8f>}*4A0+ipL%+IEk?t(OdZAV_uA%;<Mg`&idr2m>lV(IMabpa(G2p
zWM(pQKIADyPL-aHdWZ@t5r$F|rQ*l4!4YyJ4G^ZM`qqf=6`$bE$adFV43@qMv_K7J
zIxF?F%Y{`H!6dZC3b!30+-|0;rAj<j#-?8?r_lXOp{qr&YeTU#<WkFJJ69cwwNMuK
z@+p;Wu63ZToY|o)cX90n@4~P+d~N06Y@#iT%|bu=LeZc`qOG{k$tdpvM%;qPGEyya
z;xTrWnT?{)Nw_UjiLLIZ<?MLm)}||VtcAw7W1H6v=nrNAvBwMxi7OVS$Y%&9>9`Bg
z!zjaQwYe4O3oV1(iElC~YTE#mx?LyaYG{&;Rc1GQvymtg?qs#%R7;N*b~p9BR*Xup
z7jg$@IVx>hnP`OOdhK<$o2rh4aCg_UU~Dx5ZHG#2!Sa(7PNUywH^wL0%9$^@)G`T`
z)mA-xG{o&zv5*sHi?JK6S!<Q?gvYk>>-kPuy&c(}>V!f^9qN*xP4?n8!jn{(a(2bp
zsD{tW5U)2#K0j~v+q0P7Bx}xz1g!UmRN}(YeEH;Dx0i#wH$PUpWScZWw_V%4Q*&yR
z%{@XxyZqsq=hK7s+BZ`#K7QIoY+M%YsMRUtwtf|6(<=l;|M~LrlHE;13sQVyo@2ST
zYJx|k_+t!o!FZ8%*WwJxjvnx{bC)mSyNIcIw&xHm)L5=Py*b=Xs5Rv#EA}0FO(p9J
zt%2W~2;G-XblsC%83Qxd`N~kFxFV4)Gu@g4#*rusn)SZsj!<^MB~GbQy<xIC>wAP6
zbYKkS7U;VupIF9yT&-*0E<q^NNl}U&@)EJNzIi#@MQ&Tqwsii*(vtm5_0{^xMG_zn
z5(_-gt!3WIp)vH<bB5NtzD%(^D~JaF%|k!w4UWAu{#hXb*Yu_B_eXB|ofo#t{wRnd
ztun8#Hi{2DgsZp4<F=n6s+cSa+LF3xtrBaL%Q<3u9%aLRxIpl}((l>P&FR%@cE~2X
zZnd9c$#L>8rs|iA#vHPXjEAM)w1R*6@qpop2&>0c=k4YQIXlqR|FUsO9H-6=kp^;b
zf5kY8$IM~{it2^Vs{tVwSZ}69$af_3sgO%1{9a%kcI});1C^2m?n^V^CVRP*=(U|3
z!?@L-*_6}(r)&mm$1NF+D~>Ok7_K}KwLZc);}`b!Mi-aOB|A%zn?~OHv(0<rn(heu
ze7?c<yDUx3HzZjc5G2VhOYg<MLHpJX;|gu+$8-W)%uHZ$WZh~2xsQ;~14aUK+BvgI
zk&|7lsp%kWI6BXh0eRZG@_L@hXyvs(_?lN=W>NUAgbxqVCxh|OErZD~hNoJWM9Yrs
zANfc}bCS+1$PI2o(+?^{;;&@276irXNHtGPS(trRVQfl}F)m{*x(v-H_t6luUOfSC
z?I(Nom2c=<lES$6&g<RBgEt+-j=Kx?+{cc7eQlJy<N|@5Le1oTdS{RxZ>kORjvOcr
z&qEpb2LTRgHPiJq%oZ0Dm9tye{+tKB2$chbmaBCVjtBVQKG?-EcCpPCubEI>+N3kr
zi9A*T`iVPlrVgK!)X?2Lv+;1c5;Y~VzKkgcCptB;x~-uqVm4VHf+^!XbXZ;^^1)VK
zVYoCzQX7!&B5xANAb&YIktx=<wfMyC%mC(@`4-XDC#c9dX53^V7ITea)RYfP*X!b0
zU<x!AQ_4Ixai-o+w&++Y5FUlT;jbu~uX931a5mo@Flp*XW|rm$@YZo#sg27z20=0(
z%_nTc9`Xwi(yrdtA>?)ye;bP`p$n~RoT;WUM4%*umxbAC#yDk&-b9>GApn%-1Pi1l
z>9c2uLGg(8lh&gt=CdwlBO00F^}j<JPh_3V?kV>ozoF8Rx41}pVYLU|(tU+Meyv{n
z$e@`(+BY(PYaEVAT#zyko+g`;^QBYgF=ZP2B3}l76r3LaYddh=DKD(!cexWADVdKS
z@O$Co9}!JXD7JLRW~y+8!1_YuZoGzqYrQ_*mm-V4)ZrKEEzW?BHK`GPBT|c;|M2ST
zWk7TZz~syeQb1iJ0YI^}04e2(?;kinh&FHk(%ENo=pEfN3|2#zY-qWqYo|%uC0IiU
zxg8}=-3agsvAMV+a-z>6u@D*xaz^HHd@zV1nGG2xiN{3ao?@+7(`?-z$Ra$E*dFiG
zzR#!IRmGob882p6IV&wHe41CU<M!UTd@4^$I!kQ81(jDt0e~3On-g-(zjz=8hL275
zR=!?sA3`|~Rbv=pf>jKRK!Y3%UB|Alr(I_l6RZ?Md0nwbspSBE24_7e$N->)ojB{0
zSExpBDp+A6L(Q&qPDMebivMsaia4$`GLrcSP{(TDxrMF66|X$83P;-9t;CfdA~zOU
z787f*ca0f^bP?SpNs=fiR8(bJ8;NugS;4hVNo#0_>#FnC%LgKRgMGp>b9aEDv?7bI
zR3M?LW)Y(5(H`~fH)X;i%Mv0kqDv^E`E->XHjKvA)?lS<H7`3u?Oas+y&*iVa}4u>
zb1W_<f*!h;+*14fw025Hto2aTd*@+8HtMU=91!MjpbGU3)i4muuDE<Aj6){SU$?y{
zEb{D<)JRC%fup&p+oj|$u&zj~gxQt|G<sF$`GT9n)5D&&y17;Kn@w)=^M3J#p%$q_
zu3&kD7I8;OqpAA&x3SYiD27B67ZRjRlkVD58G;7{1h~z@{>A|8M1ul$*<wka=SHCu
z)6j`n8QtmE@r=Za<XQWch4e0YnP&2-tC0H`b&)dJZAmPg5gC)X-18$_I3Bh|>&2r;
z3Bn5&%SPGw#}6nd0a$xq&v<F{+Mg?UrXo7ykKAkuv^)<{{JJ(>1;D*CWbW7OKWv&i
z1N3g;|EsC<-Q>Nu2YxYifV)2bSQ0-?9pJ9dy>$UHb%2{O-*104FuwEs5cqFQo$q4r
zS^k@;^S!its()eXd^f7^8U8VK*mzml|D~y;HDbRcgR^o-^O>2dv*_@4uL5HL-^i~Z
zFsT-=-a=H)wE{-cT4D&_cL3>2n@f0s1P&E}l~D{WLWFwpiJ%*4@wqYEt5=yEIvTyD
zIymv^9UJ>kxL$qg9h};9>JHmLrLmG}?&Y_)tVvCg@RE)ojTbIjM4NoSVA`1Ol<xV4
zSE0@%b#fFT+Cp@yFVZEXfm4C>tRn5!<@9PuzxCrW(fY?F7EA?UYDTL@{%0&am{xe&
zCt90CcGSzBsq<4JLaC^s)dBG7C6?nxmK=}XIv!1CbKot?*PqfmO%iF1@<-TV*j6GZ
zh*3+OBiX`!hRNC?dbvM_kK_h(xq}qK2YCZvm1671+~PNlh7>ey;XNL|<qgb@XS@F=
z#la+cf+>8=gL1xuDICFAZri;9K@q|A2wN<KMxhgJGyL(~xMy!n?*7g8*O;9I9EL@T
zJ-zOfJgZL@jms7c^eE|}wwjZsz;l6BrIvc!GuMvlTt6ioTY`?Wmplxp6<9Ls6IyAT
zmQinHj8OM1OHwjV)zm!yAcnWp<n&VTa<KGi0pGJ1v;1Kmj`OndgZ;t6MaaEX=X7H(
zo1Un01bDl#B-<M|n1Uf50q_Pr`om2z!u^P=Mql$ELw$@j*hhH^$CPRhvj|l;SnZs>
zQ)k1Rf^hC5DDdu(D(h8W>ZVuIGsP?I*6rXxBX0B-r~GZN#_PKD+>MI(EKV^+ekvW`
z4(@Sn7NuR*%^7&Vh+gLtU9c_yDhb_|5tU{bst|yoCtgwF{lf?Be10exv7ruAqTz6F
zZ{1|JyUJ=B0}~uX&awj}xQq>2QB)*jxC6}43-J6UOyJ1fU`r`wrXa&ovEfPmr<r5Z
zu9`W~3!=$Zltd{85-$Xq?Vw62WC%rT(PiFc7;Cu2Fb5={n`Ogr7NN`JVlueBkRt__
zq#_+-55>-EW;Rf0g#O?KnL3n}G?{h@pPqZn7Z$OQQ79^@K4`GQ1V}@QlLnQFQb>UW
zzv@oOc>TP#T7qviVRgBKGyM}!iCcVW+fWZHXlH3>>=tsp^l|rfYo1Ak^?x+J%4nOo
zJwJT<OgP^yI3Rsjfmk{W1<x&2Vv<R-{IIA#H2i%Vf}5ixOGz;8%#wRx(FZ9(vau^I
z7yUV!U;=|6uZ!B|n7Q%%%h>wL_ezVizPQ{46^m6oR@LvxUw&}Vo}gbTKA-2NAm*Da
zY9tb(GSwwBeWLsHlbzEQ15<z6%!_`D4EbuK#4gPvf#sScjrj+h9QGJ|;g!`TA>}37
z<apkejZ7X)BQHV)IzluZPYhuvQt}xz;K$@5r`rV!-vCA!83@2o**M3t=F}~MVj8(k
zMs;Ve+?O!utrO0aw^=?A`jmM?Y_hDO9zQ`GMGAR3{x;xkXxS(#;MMUX3ySQbk%`WZ
zo)7x`&m&WkK45{Xn%j|?m-n!vX)8Aj@Svbsd%%yvN@#k~rYV;P_utq!N$$I+W0zla
z?EA29zS!~c-RbbTxy9MNV(Rkp9c|pVCk>LU-Z*K#!1gKah(&Dj46Q@X_3~Eu7;moW
zs%y`U*TS?BKTv8z98GLV+GD(|<lrE@`lfPE*jPczaCkG>8h)8OnYGI5vuS9q#M*Uh
zJVHxqHkPu*rEh5xOVuhj0<{GB+{*w_C$p-Ij+>$L_JinxF&&X5O+7?rQI2oJ3$1K4
z1(9dFgU9+6``#qjc77#jC0+)k6T8ld+g%6@27xT^4<z&P?8Ll$<x5EXD!?(CTRg?E
zZSwY|`E*Qz2u7aUEjk-3=&uWr9-<DPxoXEV$K5QzF+b>m_mIUx;9=GgeJ;%erJe;%
zXP0AutSMkg#6ajKq-@J5qN;4OGu=9giLcNW7Kuh*f`+TmhEi@f!KbeExVu)yZ{9md
zI!#)-`uf4RuE%R4wUw_vw-X{)x=%USv3!naKK3lM@w6-uJ9H7lyCSENeZYPPBjM~5
zzn@B*dnF<Oo7+rt{?Hj$=4`n&=Ph$ZIevWe10wt$uw?)pJ~P$V&9j$E%w-Yp&qX*l
z0uQ0gcr1#?O!$<<cAp0ppaPyfH+(_Lw1vA?=I`7EyAOUT(Zp|tXnMOODHqK?jPJVi
z5u1xwwo&5{kOuIGGd12rWa2p5<afg{UZph46rh9=LuNfHc$pLWGFC6h2IYB;_%#_z
z|7h7-Y1d1zID}g)*l|jYUc!nDCOirGy4zH%hFu4?BAAxUSmY@EeKw7E-=eU2mB%9^
z6`HyE9!s`$4KD;lRP6C+IpMAi)d6Oy(NUm{g0Ka<!@UEsIl6~g<*|*LtJxTKkTu3}
z^vopNyM|M(m>5iq(j-(wr=x33q_xl;s-4}nm>7C$ah`o)XQpq<D^(a<4TKmC$a7xI
ztcn=Q)xM29gXHcpr~I;+C(uH8;!=X6+{N9VS2v*^jI{xqO5QNZ?}YO{*TUP&AeB;D
z@j~1CjpGHz=K%1e4Wfh7MxpY$rb_OO*CXD!URb(c#N1Gt-fT?Ql~}u<d~=_iK>xOr
z7d>|Edzg%g`X5&;-#4J|=I>uuEZ?`h@2B-&RxEd4^zJrdf38@#KwrmxZq5R~z5l&p
z`Of!4;J;b1d>4Dq^50f0-%Gov`WGvf@0;rP4F9ZHIM}(_{@sctN@vNLkOy=|tnG(&
z*xK*_r;d50MiU3B1}8m+ZMxM^bl%#OP02p;<7@ufzAq>4TkMcXbT5x<WlRV<_ot#x
zASWFhXjrNo@U&fn;_YiPUw@%_`gvKwpxvT3e(46D2I;FaMO2X#fP&~En$Wp5^@|V{
z=@o~)u}J*>$qRQUt>Z@Gg_U@Zk*&NgrFT1ERV&8O{6y{&tX)G#!w8~7=U<{4>%J|2
z74S+{)?e%F=b0m=PJ5ckN|5_*uJ18Lfkm(LK#7YPN36U~*=PTYcaH_2xDD{j%<ZuH
zWf`baO6AMIJx}U$Y7NW<8dEK8w9GM1+4pHRp;tMTH;HZ8SG#Eg_7y%y$;D4<!Kl8>
zqq|DOJLHl?WNz-}wF0w~67K}y#?h-TMuw=U$p&t^ymvi)O@gn-te_I)oh~A3to)1w
zj}G}Dw^!O241ORqs18e&S=EfH*;1nG5eeNxf(mx3!WmCS3kNF|6r}w}T9F~)=d@AI
zd{-K5#t8A&IfFTG%{Y@dN_42+QX)?!3<YEfsJ!LSGN+d<Kh?@BW~YPo_Lhy9oDfkm
zPuRn+fFLY<$i+ILni|=UAy_!Hv;=R#ne^ryf$MPli2<$#RSC+&BF61bTiS{yj&WYB
z-W~fDj1yWl84Cd{9q}RuoKVv`>M{3+B)MPshErs>oAl$3om}Ql_?<hJ;`^LP59^Wx
z<d=^9>wSe9m$nZa83$UcXN@Xu%}t8}Pfc4vC&SL9RW!b9*RFcl%Eah?cmZQU>8Cta
zm!IXI-!F=QPhXe+VxaZHT6EDZB0lZ5$*<4`xAho9xZzdoYYLu-&=q@y_6FqUfi@l*
zhoKE}6*9l`{gdlY<n<}>XvT+i%t=GsiYm+v;%HMQ8w<yzZA^19`!G>HtdHT(Zr++}
zdJ16T1R7W8CPus18Ko>tHf9%fu5B259CdD=OjRuF0wiC?aobhmHHn+B9=r^+Lydu+
zk?M9VdpSl(2eW>Yd7^R1)wt_T2_{Y)x+Ao@XG*%ghqG(i^gtFo5J|1|R>+5$sSG=T
zO$}~0>+J2RoB=&_nAyDN8l6|a0<uf9hAEF6i=558-dP=Sdk=>^z$42s2_6|+k{6*5
z?ZfWTxAdp;#4;ZXwO^hVbPU6$eUw%1YP{Wd)q-GMN~&hb3ZjnIjVMmCHEugGzH*aG
zyMYAI;Azrm*?HMM@+EGHaQC&0DZb48R2#s7U~SiMD~)B-%EG!`y;z@cenJa?I<QIx
zxXoH6>7_ZpJI#Q$#L^2uR*Zet3*oios{G2`lR(EAnS_+bZ)@vWgXNIYlKBly(B<bX
zrR>MKB}QP;H?1%-4~teZUcaQ*agk{HI<xHmiA-eo9gny8(2HZ!I^iJ9^r*)MVEZsB
zh3^DM7miej7~>R@n3Q3#uk1Yp(7@P9sUDy~+%k9#(7!LzN9+w{|9UxW^dNmeS^e7s
z2dkZfhv79TMm;ZSao(s96@Oss6Q4w&3P)8xWTS=}ygdF)xFh2MVBQe5B{w8>Cp_zE
z^nXo0vNI7=Wj8E75}O9ih)IA-)r4AZ55UI@ecfl`(Ho?{g39r}M%wLgW;Yb_$U7T&
zhL2e~iG={nHpPnhPT-VYWQJmdw*cOY)?4zOd6YO?Qt`L9-#B?zP1JJBHQ8d`^ob16
zITHoy4xZewqv*ACb<{c`iui0Yo{Isxj-Y0m=m1s^F(pOPBv@)NjNq!IScSfL-<)8-
zvY(CEY6-ib>g8PTD&!ffr5dnrxJBBgaMQG^Y3+V=1Pw#Q)2c8GU-EznE5Th(#ooyJ
zsrE*0`<vs1puwaIWX7B;(epr<J(AAPp>GC^{P+Un40QloWBN_Hq^QSzozl3OB(JVh
zT(ER5UHw}&UE~%G5JiQKE;rH^8`!*HQ^6P3)--XElODps0itPmNVa%1O@xRxc@oZj
zv!pD?;5NppI&N<Wx*c=LE;M&}KcN|rkIsESio;RedOPNgBI#1+pKDX0OL9F!{?Mp_
zlubxku*&xfXL@{xqavaL@W}fnKR1Wy8<u09`WrmA`6*^Re&-E+mIZ^=b7woSZ)-Yv
z!H<WYgyE=s=K55A#d<94dG#z<(qbksLpuySSb&Hn^Uzf%?G@(7D%g`O_lGZ*PFr<?
zaqP_-Xu<=|N9-3Wcm4XpF}=_E<cFgLUa7s`aI@Uc$z_D=o_M>49l%c#V2rt?lq9$n
zN#HS)m9A`tU{Cu_ykv$gyMtTbmr=a+iS4kG+*y0u5-B<#fR1*r?3{t%_1bwirgs9j
z2FEth*ICh?TV6ePsn6*gid1{_D4Jlgy{i{a{e!OAWo{*+x7(1}W<ojFI`0ZL{m}Q8
zb(-s^j}Yv2R7<QvuPeKtmD746jIKG%NZR2|$@22ZWlFD$()EpzVLxSl1M`75smBBF
zqtbc>_DW<T(Ju+f+rT;pE_@B!LqL_Y1+`naumo42<@~XKxp<8dfMv~QJzFh-F8i?)
z=~!D>m8aGO+Xz_%)fe^k#JA1o%V4CMNnYYLs_iiV%O1*uQ~$W?PDET==&x!Jq4;{%
zIj`H{#JL^idLY3OyAD{+ml1gpa8}P!cPR4Dxwl;4N#!-rz)(COpEt^0@9Oy#ayjnz
zHxv#WYt1V?8Qd#Phc%;)+$uo_&vJAES2zvpry<)v4NG;|9ryrvjH!3XA&|WB2})^;
zSWgSapA%Yu$;S^jS;HS$ZUHV!T@bFh6k0l<Fo#YD`?V2aRx6u4KvF(XYnWBFJ{O5C
zL?rc6CLvIc22%`6B(sr989me-d?qwX+j~>Cx{XUGBk*EFFAQC)`7)m(TnpW(dl<lu
zpaVX8={UzVF8Y~{@MB~tMp3xSJpL$BSTbvTgIq-!L`hVgo_st(NpOE@+rIx9l3Kw$
zWMLLVvMFgS0fTG-pHx;dz!ah-t3HzB!Qm9G-Pu^QBSDD}^;!aW@gTswdnoYB4(~ZL
zDLIW?0k@0wc(qQv2lGVB-U1S73WTk^T~RF|mlkqyr_5YnB7TLe(MH<)#5vwCHKUzw
zZ6V>)*u{b{Yr#(1ergqOCOA}9h$_!1T@kEPCflWp+4&SqBEX)@l4bW_6J5bgdh3fZ
zB4FUiC-4bmtax3Qdea{}9=M7P(I?;xJ4LBji|{I!aLA|zNRVV=@a}=XAwsZ1W=~3$
zW9?bsstqcoIPQa&BXi06(3?!sWM(ND69VsKL=D}aVPaL`D-0thC5maGr`^nrQ)i5V
zi9pnHY*hFTORqjcBWH?@OKncEuRsaz<tPxkSL$HNSh=UAH~NNre9HupK?j`=Cjua$
zld-+icL0H$sfDP_TbU72*(oSHK&5i_1R-jCC_|f0$OR2ia=!k#lk%=8BCN<Mg=LL#
zN?tCj@hQ(+R&$aOj?V%oBO;Mp-FnXKO(Hui(8yTQNQ>1X9}-N-6+|NxgMo7b(;yOd
z_#5qsw^%z7IaUUbDM!S5U<c}VgZBu0^0j?x;yc!k^kKt^W!P!JKVb75JX9zu4Nqf4
zPiX&Kuhr=8OV;d|_*5}_-ymC(iGcZ&MTM+QVL-U50(^nBMOl2zuwnLkUn-p5klZ`#
z6RG;QtBpnp*<mO#_IwYU$fdQ$`=&~4sgxwn3sRmWku1b7H>zh+mzwQ=Ji3xk$T}}7
zbB8|3#5K!OWUq1$me%YhCoiofuolp(kO||ex3`ilfEOYyb`=?BDBzpRrjOz+$>J!O
z7<H>U$B=Q_tgZS&CJ9cu2X2~YqDWTf-GhtOCC<CQ9g8d?SwcAZk+<AG<a4);*eAWz
zng?A~?g&x1kB4N;!x`xXV+dBgnNO8U)Y!=Lal}>RtjgRN&GO$OjCF~myAYLG*Vyop
zEap#ldOEKf5_#^&zIhbapmZWn=tngD5M`D(FVD0E4*c2fK(H+Nb1u&;D!7PDlfi^u
zYd1d1Ta^QdiVfa;FL;g7u3Hy{5<~?&?g<)uiqq;0tX1URT}~94gSV4w$@0iR4+yfP
zEPU*cZ~a$_!C}7Hh{F1C9e#sIbjCOD%vH2wZ8SvsrqnA%woOG%cN22;J_|`)H#m@A
zb}L@?o^B3VR^=NJTP2L=zLShAGG!Ppe;6HGf~eNJlX0VHOLkgcI^-P7XqZG{HsX{G
zsU3j0Q<*SEt;VJgiFulG2q&*1^8t$Sse=y;()C1OLc}0Mf$FpyK7JA2GGDFE!y(eu
zbcBS+SXcAoFx8+q3tN2{=vrAC?L<*{cZ6?sCC?u$$71tPORHd+^`&cSV@E}MOJr|B
zEOubxJ^<G<W6-)*cSVjcKaF=5oXtN&B5+}I`~+2N;ezmB;v3jThI+w&GyuQ*^W2$3
zzZrmc9z^$6(ys;}$nEh@1MvI#y&wY$v}Mip{qWx3ooKl3_<jidR|epHr2RWrr~hgI
z-Ur#gqxv@n;C<BnJBEAj93D2#e`x?}KXd?YS+^fbk4}@r!snzeCXWue$BFV3O^Gh~
zSikX4veZRp3ZXUsM9g9IZRHb56TONPH5^51pXNo|%hjUtrG>*o!to?*%nF^8$5r3L
ziU+JOKMPv;uLzAoZC%r()XIMr@HAdHc7N<bEYNx@aARsOV0zSamMg#*G$M``FgCJM
zYlcVzokf+t#vHUhKeE$zTU3Gbt^L;PvQoUgy=wz#^F0pn$vS-<eAtn^l&Yq<%g#z8
z@TSdTDRon2R}YyXePL{Ypd>(<H--3-!fYc4Q^imw-Xn!Mk?mJwg@meHHbS}V+<VI}
z-VikJ4)2N;FMBXho=~d4u@d9@z@?1*v`|gZ5OStdGu)E5jyWX*E@+w@x6Cl-DxNAu
z)QBSoBW*~9Q(czBAbgXCGro}aDd;jp&XQX0kszHyai)KfrlJ^R6V@b?zGC#l&(5-C
z%fk}Jx3Xn5GBbxXg=v*kUo%w{W-+QBmK529%@wG{H}vjemhJ0o>e8vd*M*!}*QKLy
z4gMD58PRf}siH4gX23!><H~ekEy1N7(IQ(~Wb;UqvTR6aT3wb)Kca=;ky}f+T3e+`
zS@{w^g(;y)t3&VWx%YkAAKVuGxgK^UH~A;$l?^VX3`-0yY<BZ!xey6<=#eP(g<!X0
zKatYA)S9tv|5m3*GJ?I7*?6^`Yl3<MshfqOzpfDnaTS|rm^HFu?ITclsP3ZifO})9
zcbT*I&9=W_cGetW<7&;OsuwMZTqFH#dR0Z(*ES=A9yi-covyDbxC4~Y475JWV=QY1
zt4svc*-BUG7jcQ{&WID69~w4_=#!tIZI$X}CiRJl3{&3{&E2dJ_S+{Z-Q0%wFd+`o
zi&eWh9$hEMR0|6Vu?-cL6xv>YmRh6?rV#S<lp5F(;PrI6*%e_x6MOxZ3`N4$2re%K
z&sO5GUS->(Espm)6Vs<wzGY-OZcQ>CGHBM7u1~6Wx*HY`&dS71R!EIcVyz3ed6`2U
zj5$$@R;IyLs(1)#!yK6lYS>Ye#)ONcAm{S8>am;GyE{4|zkDVXuv|8>8-4M?2nou|
zKlI}bm`RmW#l@?wkaUg7sHynP@v(UazmqnVysdnX@V?-fettb_CJw9Z&2GLIe&D$V
zbfIlpA23Y1Eet-5!ipo#n)EP)@k<lFW<9s$z@C<Y4<a^#dl?g6A6y2`z1~XTHVL<;
z-P-IZOGz@SZi(VCyZ|F$M%G)GgyB%g^U7*fg{V5!%{@|noFVf9rBWPqHT3zBO-2e?
zxxD8b#a38r#tXj&HAvQOy8Qx3cYNFfBrP}#Ec^UK>g4WII3nvIUK-2XOsiZ$kH86$
zG$UP8O77L7dHOvL+o996Q6|^Q`u#D5YA)Odbxm+;Iu^^4<~C0on`87b?LV+@T3<VV
zOyX(kGxzs}<jpy_2+@vaI5f%u*PhlZI+(>j6X^{x4PPB`Y+1*TGlNwerCsWYpBIX!
z&hYQi4S+6yXK#AiYzLOi74QgF(WqLBlMAXAnKKi~$j%j#k>Hr2+6L2z;ToScE)!RU
zeM|C$VCAy24CZ6lG_~qmsdp0wnIsE<L^7MV#sNgvytPit1VPSEcUQG=W8ILGZE~<t
znd%cC`=LBVI<9}1yHWqt4<!|2muEz$5?vT?J$)S`S7GcJY=w+6OiDF0Y<jf?E6q9|
zYLV9$<~T;TUS$-G$(1nIP64;{)FGfYRk<vA0WLiqj*%VR79sL*r&UBM7Bz#;jk!_!
zC=?T)ew<TD{@D5ilN7QZpV7{YOjXMASOUUMnIV{sQ@@SQRoRgi#dcqr9T?lIeaAQ`
zYSXDxgYUv27XL6l!d#i}6h@Z^9}Y?-4EHR047#{LRz4@ZuInH=?1i27MgYM<1ujGQ
z29g4H?sV9#7?Y>BVU8qj1Du9B!Gq4SMojH#2^^otVhK?teD#kBw0ZIH?PxujdIx<9
zb_2Hvu=~FT+NJ>q2kw(78K@m3y>2(ro_g_wD?LfaM~JBggb^8-RZ){Bwo*%}HR3#t
z99w=Q<5RgY;0vVcky2xn8zboYvtm(P4qoBWvXqh@%u%>7$!-t$6VW%3^t}>Ds<~BE
zqFb?#nbnwFN9DLbvZ=+I2?byJ7f*<~a+Bt~6hOoutY@EK4T;NW)RD5(rxd0RXqC6b
zhW1!FWoj7>f`f0t&K=Vg<ST=7b9X_9FPPhV`$1UR-8xEfy-3PTA;R>9z29LFK@z*q
z6R_3#7jxj-FBG&@vCMreb=y7}UN7|w?N!y4l}L-&m}P1}LTJ@CIGXz8l+egu^Q`b;
zw)jo<5PZt7Rz^;YiY#Mzk;ED7#<k2orb%*<qU899yJ!wIm||syv^!CSK=Rl@Btu=V
zpt&7~yv>c|?72ao+UqD*@T<TSS!J8?gkr{HbA*S`>k?|&)5bUuG$>W<u5K1Nb|cOx
z<>VEPdwq|zyHiz0WDVqE!wJ|^y9qLf%g}D7U-ZBXJ+j+$P|MhJRna<N9;kMF1!psc
zrvZJXuQg2jY;jpx*yiENb5)hSJ#F6_)Ei12$MaQATF<FBkWkD%=_Mtw`Sv!JCv8o3
zE**;w+|&HH`t~l<=XJ#6<yn{6lk>tvla&|bW^VKgPHz+~S5XH72wtC+Ue`<AwEK2`
z@@0SvI~Fz`acX1wD2i8LQErGM^KR8^YD{P+@BRCJ`VUwd0aosvK2r2Xnv&|3^I4w{
z<MhRsr*Pz-3REOh-B>lzcT~52x){iAF&3{`sGizr_mkp#OK+-~ZzbbIk@{7A8EAUJ
zb(L*-!<VgnOwVXz%8uxXg~5iLgn;ISK%7piyPB_C@sM&Xuxg~wtwM&}-XH9g=^uy0
zAxP8!WFhcW$<nr^g6ZqeKb}8ZMlx%!E`Q4DhDQvcNocj#Q`Pi-wffMcPQWgFmRu;A
zI3gUdj8h($S$1)Perad8?mh(ueLx5!%iFr(U^VW-h$nB@4LMAFm=XRA=enL+T)-7J
zM<(li6J;n=-&Zxe_D0O?1NdoQUjZ&CPR-#37OEqaWzCzheXVEG3eOWM;j>$_X$1V4
zt)8E2)jH$(OftenqdZaHE+UTO;wbDlFYoHM)sE5aQ6S^7YE{484j#?hWO2D9?w^>7
z!~@pS)mmll7l-EY)~vutAItU#<ko)vYvxb;AH3fM%-tO0$j!Yo9#o~}8GHsfX3~a!
z_U!i3KDOo?63sJP3!BsWt3&-7-OA#+3^jzX7B|Me{ST#IS{w-;4}aw+X}oy0ioBGj
zb4&Ut&tofhb&Peo)wU^5BHaVBw`mOQlzkk|ccE%nLCUd3s%fdmDZkj!)s<#{M8%6E
z=|FNeueLHYr*tXh6EptvMn%F`^||g(Q$)Ba>w<=eW?%W}XlAPVFqdsua~f~HlF8OM
z^6~Nop!2A`-tma|YSB<$w{|WiY<b@Cp^ujwK|n&cfYJDYi=~Y`e^3@DGwl-rfcYLp
z;!%<B%j<$OYQ-a*68z}%E?`t2l&Q7iK4|mS=taJ_qk|Y3<WdCtt%2x)(a`5~Rvbo4
z#|r78!Pq{^?s@MaeIii<WhWM{V=^AbI|XJPHh%7SidsynGaY`>a!VQ+60!UrSN9-b
z3o;PR0{plEg4zHvORO9}U{!Yjlb<<kAP79@M`n+V07P>9%;5l?DD@);2u}PVjq4{s
z2^n}&&o4PVKjC1=2tWkDPaXism;YWG2nE3PLmcSPlpk4l7o0%1`5#!WdpZsvWbscr
z4pyGOcsYK-4I(3e&>=sx03PN0%QJx-bbe?7JbUbyiukStH~UXi;=LB!93Vpi^aEAc
zKXgFo<6mi<ptIfX=|CUcerN&U1O;ih&jNjP`=JGZ^Vf#Dqu~T_{ls+Lmk8hj1=PD2
z@edvMPu$%PI&R>hG(YG-R^PoAK%qb3fxwmrT7LIh0JDCg>;91h1bF>KJN``jiA4OF
z_E(*80kN~c)XzVtuRA*o1nQ!tdjBrLOM{9S=fsvzBX9pT9ogSWAb`?OWEk+~Co~Lr
na|a&d;^YBdDm$CIlih*3?g1A6AiaRk$OU{2kiTQSkP-eLB3jpK

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-reg.xml
new file mode 100644
index 00000000..8a6e9439
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-reg.xml
@@ -0,0 +1,650 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-019-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='40'/>
+         <instruction instr-id='40' subinstr-id='2'/>
+         <instruction instr-id='42'/>
+         <instruction instr-id='45'/>
+         <instruction instr-id='48'/>
+         <instruction instr-id='48' subinstr-id='2'/>
+         <instruction instr-id='48' subinstr-id='4'/>
+         <instruction instr-id='48' subinstr-id='6'/>
+         <instruction instr-id='48' subinstr-id='8'/>
+         <instruction instr-id='48' subinstr-id='10'/>
+         <instruction instr-id='50'/>
+         <instruction instr-id='50' subinstr-id='2'/>
+         <instruction instr-id='50' subinstr-id='4'/>
+         <instruction instr-id='50' subinstr-id='6'/>
+         <instruction instr-id='50' subinstr-id='8'/>
+         <instruction instr-id='50' subinstr-id='10'/>
+         <instruction instr-id='52'/>
+         <instruction instr-id='52' subinstr-id='2'/>
+         <instruction instr-id='52' subinstr-id='4'/>
+         <instruction instr-id='52' subinstr-id='6'/>
+         <instruction instr-id='52' subinstr-id='8'/>
+         <instruction instr-id='52' subinstr-id='10'/>
+         <instruction instr-id='54'/>
+         <instruction instr-id='54' subinstr-id='2'/>
+         <instruction instr-id='54' subinstr-id='4'/>
+         <instruction instr-id='54' subinstr-id='6'/>
+         <instruction instr-id='54' subinstr-id='8'/>
+         <instruction instr-id='54' subinstr-id='10'/>
+         <instruction instr-id='57'/>
+         <instruction instr-id='60'/>
+         <instruction instr-id='62'/>
+         <instruction instr-id='64'/>
+         <instruction instr-id='64' subinstr-id='2'/>
+         <instruction instr-id='66'/>
+         <instruction instr-id='66' subinstr-id='2'/>
+         <instruction instr-id='68'/>
+         <instruction instr-id='68' subinstr-id='2'/>
+         <instruction instr-id='68' subinstr-id='4'/>
+         <instruction instr-id='68' subinstr-id='6'/>
+         <instruction instr-id='70'/>
+         <instruction instr-id='70' subinstr-id='2'/>
+         <instruction instr-id='72'/>
+         <instruction instr-id='72' subinstr-id='2'/>
+         <instruction instr-id='74'/>
+         <instruction instr-id='74' subinstr-id='2'/>
+         <instruction instr-id='76'/>
+         <instruction instr-id='78'/>
+         <instruction instr-id='81'/>
+         <instruction instr-id='84'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='88'/>
+         <instruction instr-id='90'/>
+         <instruction instr-id='92'/>
+         <instruction instr-id='94'/>
+         <instruction instr-id='97'/>
+         <instruction instr-id='100'/>
+         <instruction instr-id='102'/>
+         <instruction instr-id='104'/>
+         <instruction instr-id='106'/>
+         <instruction instr-id='108'/>
+         <instruction instr-id='110'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='162' subinstr-id='4'/>
+         <instruction instr-id='162' subinstr-id='6'/>
+         <instruction instr-id='162' subinstr-id='8'/>
+         <instruction instr-id='162' subinstr-id='10'/>
+         <instruction instr-id='162' subinstr-id='12'/>
+         <instruction instr-id='162' subinstr-id='16'/>
+         <instruction instr-id='162' subinstr-id='18'/>
+         <instruction instr-id='162' subinstr-id='22'/>
+         <instruction instr-id='162' subinstr-id='24'/>
+         <instruction instr-id='162' subinstr-id='28'/>
+         <instruction instr-id='162' subinstr-id='32'/>
+         <instruction instr-id='162' subinstr-id='34'/>
+         <instruction instr-id='162' subinstr-id='38'/>
+         <instruction instr-id='162' subinstr-id='40'/>
+         <instruction instr-id='162' subinstr-id='44'/>
+         <instruction instr-id='162' subinstr-id='46'/>
+         <instruction instr-id='162' subinstr-id='48'/>
+         <instruction instr-id='162' subinstr-id='52'/>
+         <instruction instr-id='162' subinstr-id='54'/>
+         <bounding-box x1='40' y1='471' x2='565' y2='738'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='153'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='157' subinstr-id='12'/>
+         <instruction instr-id='157' subinstr-id='14'/>
+         <instruction instr-id='157' subinstr-id='16'/>
+         <instruction instr-id='157' subinstr-id='18'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='159' subinstr-id='16'/>
+         <instruction instr-id='159' subinstr-id='18'/>
+         <instruction instr-id='159' subinstr-id='20'/>
+         <instruction instr-id='159' subinstr-id='22'/>
+         <instruction instr-id='159' subinstr-id='24'/>
+         <instruction instr-id='159' subinstr-id='26'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='161' subinstr-id='16'/>
+         <instruction instr-id='161' subinstr-id='18'/>
+         <instruction instr-id='161' subinstr-id='20'/>
+         <instruction instr-id='161' subinstr-id='22'/>
+         <instruction instr-id='161' subinstr-id='24'/>
+         <instruction instr-id='161' subinstr-id='26'/>
+         <instruction instr-id='163'/>
+         <instruction instr-id='163' subinstr-id='2'/>
+         <instruction instr-id='163' subinstr-id='4'/>
+         <instruction instr-id='163' subinstr-id='6'/>
+         <instruction instr-id='163' subinstr-id='8'/>
+         <instruction instr-id='163' subinstr-id='10'/>
+         <instruction instr-id='163' subinstr-id='12'/>
+         <instruction instr-id='163' subinstr-id='14'/>
+         <instruction instr-id='163' subinstr-id='16'/>
+         <instruction instr-id='163' subinstr-id='18'/>
+         <instruction instr-id='163' subinstr-id='20'/>
+         <instruction instr-id='163' subinstr-id='22'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='167' subinstr-id='16'/>
+         <instruction instr-id='167' subinstr-id='18'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='169' subinstr-id='16'/>
+         <instruction instr-id='169' subinstr-id='18'/>
+         <instruction instr-id='169' subinstr-id='20'/>
+         <instruction instr-id='169' subinstr-id='22'/>
+         <instruction instr-id='169' subinstr-id='24'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='171' subinstr-id='8'/>
+         <instruction instr-id='171' subinstr-id='10'/>
+         <instruction instr-id='171' subinstr-id='12'/>
+         <instruction instr-id='171' subinstr-id='14'/>
+         <instruction instr-id='171' subinstr-id='16'/>
+         <instruction instr-id='171' subinstr-id='18'/>
+         <instruction instr-id='171' subinstr-id='20'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='173' subinstr-id='12'/>
+         <instruction instr-id='173' subinstr-id='14'/>
+         <instruction instr-id='173' subinstr-id='16'/>
+         <instruction instr-id='173' subinstr-id='18'/>
+         <instruction instr-id='173' subinstr-id='20'/>
+         <instruction instr-id='173' subinstr-id='22'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='175' subinstr-id='2'/>
+         <instruction instr-id='175' subinstr-id='4'/>
+         <instruction instr-id='175' subinstr-id='6'/>
+         <instruction instr-id='175' subinstr-id='8'/>
+         <instruction instr-id='175' subinstr-id='10'/>
+         <instruction instr-id='175' subinstr-id='12'/>
+         <instruction instr-id='175' subinstr-id='14'/>
+         <instruction instr-id='175' subinstr-id='16'/>
+         <instruction instr-id='175' subinstr-id='18'/>
+         <instruction instr-id='175' subinstr-id='20'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='177' subinstr-id='6'/>
+         <instruction instr-id='177' subinstr-id='8'/>
+         <instruction instr-id='177' subinstr-id='10'/>
+         <instruction instr-id='177' subinstr-id='12'/>
+         <instruction instr-id='177' subinstr-id='14'/>
+         <instruction instr-id='177' subinstr-id='16'/>
+         <instruction instr-id='177' subinstr-id='18'/>
+         <instruction instr-id='177' subinstr-id='20'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='179' subinstr-id='4'/>
+         <instruction instr-id='179' subinstr-id='6'/>
+         <instruction instr-id='179' subinstr-id='8'/>
+         <instruction instr-id='179' subinstr-id='10'/>
+         <instruction instr-id='179' subinstr-id='12'/>
+         <instruction instr-id='179' subinstr-id='14'/>
+         <instruction instr-id='179' subinstr-id='16'/>
+         <instruction instr-id='179' subinstr-id='18'/>
+         <instruction instr-id='179' subinstr-id='20'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='181' subinstr-id='6'/>
+         <instruction instr-id='181' subinstr-id='8'/>
+         <instruction instr-id='181' subinstr-id='10'/>
+         <instruction instr-id='181' subinstr-id='12'/>
+         <instruction instr-id='181' subinstr-id='14'/>
+         <instruction instr-id='181' subinstr-id='16'/>
+         <instruction instr-id='181' subinstr-id='18'/>
+         <instruction instr-id='181' subinstr-id='20'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='183' subinstr-id='4'/>
+         <instruction instr-id='183' subinstr-id='6'/>
+         <instruction instr-id='183' subinstr-id='8'/>
+         <instruction instr-id='183' subinstr-id='10'/>
+         <instruction instr-id='183' subinstr-id='12'/>
+         <instruction instr-id='183' subinstr-id='14'/>
+         <instruction instr-id='183' subinstr-id='16'/>
+         <instruction instr-id='183' subinstr-id='18'/>
+         <instruction instr-id='183' subinstr-id='20'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='185' subinstr-id='8'/>
+         <instruction instr-id='185' subinstr-id='10'/>
+         <instruction instr-id='185' subinstr-id='12'/>
+         <instruction instr-id='185' subinstr-id='14'/>
+         <instruction instr-id='185' subinstr-id='16'/>
+         <instruction instr-id='185' subinstr-id='18'/>
+         <instruction instr-id='185' subinstr-id='20'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='187' subinstr-id='4'/>
+         <instruction instr-id='187' subinstr-id='6'/>
+         <instruction instr-id='187' subinstr-id='8'/>
+         <instruction instr-id='187' subinstr-id='10'/>
+         <instruction instr-id='187' subinstr-id='12'/>
+         <instruction instr-id='187' subinstr-id='14'/>
+         <instruction instr-id='187' subinstr-id='16'/>
+         <instruction instr-id='187' subinstr-id='18'/>
+         <instruction instr-id='187' subinstr-id='20'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='189' subinstr-id='8'/>
+         <instruction instr-id='189' subinstr-id='10'/>
+         <instruction instr-id='189' subinstr-id='12'/>
+         <instruction instr-id='189' subinstr-id='14'/>
+         <instruction instr-id='189' subinstr-id='16'/>
+         <instruction instr-id='189' subinstr-id='18'/>
+         <instruction instr-id='189' subinstr-id='20'/>
+         <instruction instr-id='189' subinstr-id='22'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='12'/>
+         <instruction instr-id='275' subinstr-id='14'/>
+         <instruction instr-id='275' subinstr-id='16'/>
+         <instruction instr-id='275' subinstr-id='18'/>
+         <instruction instr-id='275' subinstr-id='22'/>
+         <instruction instr-id='275' subinstr-id='26'/>
+         <instruction instr-id='275' subinstr-id='28'/>
+         <instruction instr-id='275' subinstr-id='30'/>
+         <instruction instr-id='275' subinstr-id='32'/>
+         <instruction instr-id='275' subinstr-id='34'/>
+         <instruction instr-id='275' subinstr-id='38'/>
+         <instruction instr-id='275' subinstr-id='40'/>
+         <instruction instr-id='275' subinstr-id='42'/>
+         <instruction instr-id='275' subinstr-id='44'/>
+         <instruction instr-id='275' subinstr-id='46'/>
+         <instruction instr-id='275' subinstr-id='48'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='12'/>
+         <instruction instr-id='278' subinstr-id='16'/>
+         <instruction instr-id='278' subinstr-id='18'/>
+         <instruction instr-id='278' subinstr-id='20'/>
+         <instruction instr-id='278' subinstr-id='22'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='281' subinstr-id='8'/>
+         <instruction instr-id='281' subinstr-id='10'/>
+         <instruction instr-id='281' subinstr-id='12'/>
+         <instruction instr-id='281' subinstr-id='14'/>
+         <instruction instr-id='281' subinstr-id='16'/>
+         <instruction instr-id='281' subinstr-id='18'/>
+         <instruction instr-id='281' subinstr-id='20'/>
+         <instruction instr-id='281' subinstr-id='22'/>
+         <instruction instr-id='281' subinstr-id='24'/>
+         <instruction instr-id='281' subinstr-id='26'/>
+         <instruction instr-id='281' subinstr-id='28'/>
+         <instruction instr-id='281' subinstr-id='30'/>
+         <instruction instr-id='281' subinstr-id='32'/>
+         <instruction instr-id='281' subinstr-id='34'/>
+         <instruction instr-id='292'/>
+         <instruction instr-id='292' subinstr-id='2'/>
+         <instruction instr-id='292' subinstr-id='4'/>
+         <instruction instr-id='292' subinstr-id='6'/>
+         <instruction instr-id='292' subinstr-id='8'/>
+         <instruction instr-id='292' subinstr-id='12'/>
+         <instruction instr-id='292' subinstr-id='14'/>
+         <instruction instr-id='292' subinstr-id='16'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='295' subinstr-id='2'/>
+         <instruction instr-id='295' subinstr-id='4'/>
+         <instruction instr-id='295' subinstr-id='6'/>
+         <instruction instr-id='295' subinstr-id='8'/>
+         <instruction instr-id='295' subinstr-id='10'/>
+         <instruction instr-id='295' subinstr-id='12'/>
+         <instruction instr-id='295' subinstr-id='14'/>
+         <instruction instr-id='295' subinstr-id='16'/>
+         <instruction instr-id='295' subinstr-id='18'/>
+         <instruction instr-id='295' subinstr-id='20'/>
+         <instruction instr-id='295' subinstr-id='22'/>
+         <instruction instr-id='295' subinstr-id='24'/>
+         <instruction instr-id='295' subinstr-id='26'/>
+         <instruction instr-id='295' subinstr-id='28'/>
+         <instruction instr-id='295' subinstr-id='30'/>
+         <instruction instr-id='295' subinstr-id='32'/>
+         <instruction instr-id='295' subinstr-id='34'/>
+         <instruction instr-id='298'/>
+         <instruction instr-id='298' subinstr-id='2'/>
+         <instruction instr-id='298' subinstr-id='4'/>
+         <instruction instr-id='298' subinstr-id='8'/>
+         <instruction instr-id='298' subinstr-id='10'/>
+         <instruction instr-id='298' subinstr-id='12'/>
+         <instruction instr-id='298' subinstr-id='14'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='301' subinstr-id='2'/>
+         <instruction instr-id='301' subinstr-id='4'/>
+         <instruction instr-id='301' subinstr-id='6'/>
+         <instruction instr-id='301' subinstr-id='8'/>
+         <instruction instr-id='301' subinstr-id='10'/>
+         <instruction instr-id='301' subinstr-id='12'/>
+         <instruction instr-id='301' subinstr-id='14'/>
+         <instruction instr-id='301' subinstr-id='16'/>
+         <instruction instr-id='301' subinstr-id='18'/>
+         <instruction instr-id='301' subinstr-id='20'/>
+         <instruction instr-id='301' subinstr-id='22'/>
+         <instruction instr-id='301' subinstr-id='24'/>
+         <instruction instr-id='301' subinstr-id='26'/>
+         <instruction instr-id='301' subinstr-id='28'/>
+         <instruction instr-id='301' subinstr-id='30'/>
+         <instruction instr-id='301' subinstr-id='32'/>
+         <instruction instr-id='301' subinstr-id='34'/>
+         <instruction instr-id='312'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='312' subinstr-id='6'/>
+         <instruction instr-id='312' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='12'/>
+         <instruction instr-id='312' subinstr-id='14'/>
+         <instruction instr-id='312' subinstr-id='18'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='315' subinstr-id='6'/>
+         <instruction instr-id='315' subinstr-id='8'/>
+         <instruction instr-id='315' subinstr-id='10'/>
+         <instruction instr-id='315' subinstr-id='12'/>
+         <instruction instr-id='315' subinstr-id='14'/>
+         <instruction instr-id='315' subinstr-id='16'/>
+         <instruction instr-id='315' subinstr-id='18'/>
+         <instruction instr-id='315' subinstr-id='20'/>
+         <instruction instr-id='315' subinstr-id='22'/>
+         <instruction instr-id='315' subinstr-id='24'/>
+         <instruction instr-id='315' subinstr-id='26'/>
+         <instruction instr-id='315' subinstr-id='28'/>
+         <instruction instr-id='315' subinstr-id='30'/>
+         <instruction instr-id='315' subinstr-id='32'/>
+         <instruction instr-id='315' subinstr-id='34'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='318' subinstr-id='2'/>
+         <instruction instr-id='318' subinstr-id='4'/>
+         <instruction instr-id='318' subinstr-id='8'/>
+         <instruction instr-id='318' subinstr-id='12'/>
+         <instruction instr-id='318' subinstr-id='14'/>
+         <instruction instr-id='318' subinstr-id='16'/>
+         <instruction instr-id='318' subinstr-id='18'/>
+         <instruction instr-id='318' subinstr-id='22'/>
+         <instruction instr-id='318' subinstr-id='24'/>
+         <instruction instr-id='318' subinstr-id='26'/>
+         <instruction instr-id='318' subinstr-id='28'/>
+         <instruction instr-id='318' subinstr-id='30'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='321' subinstr-id='2'/>
+         <instruction instr-id='321' subinstr-id='4'/>
+         <instruction instr-id='321' subinstr-id='6'/>
+         <instruction instr-id='321' subinstr-id='8'/>
+         <instruction instr-id='321' subinstr-id='10'/>
+         <instruction instr-id='321' subinstr-id='12'/>
+         <instruction instr-id='321' subinstr-id='14'/>
+         <instruction instr-id='321' subinstr-id='16'/>
+         <instruction instr-id='321' subinstr-id='18'/>
+         <instruction instr-id='321' subinstr-id='20'/>
+         <instruction instr-id='321' subinstr-id='22'/>
+         <instruction instr-id='321' subinstr-id='24'/>
+         <instruction instr-id='321' subinstr-id='26'/>
+         <instruction instr-id='321' subinstr-id='28'/>
+         <instruction instr-id='321' subinstr-id='30'/>
+         <instruction instr-id='321' subinstr-id='32'/>
+         <instruction instr-id='321' subinstr-id='34'/>
+         <instruction instr-id='324'/>
+         <instruction instr-id='324' subinstr-id='2'/>
+         <instruction instr-id='324' subinstr-id='4'/>
+         <instruction instr-id='324' subinstr-id='8'/>
+         <instruction instr-id='324' subinstr-id='10'/>
+         <instruction instr-id='324' subinstr-id='12'/>
+         <instruction instr-id='324' subinstr-id='14'/>
+         <instruction instr-id='324' subinstr-id='18'/>
+         <instruction instr-id='324' subinstr-id='20'/>
+         <instruction instr-id='324' subinstr-id='22'/>
+         <instruction instr-id='327'/>
+         <instruction instr-id='327' subinstr-id='2'/>
+         <instruction instr-id='327' subinstr-id='4'/>
+         <instruction instr-id='327' subinstr-id='6'/>
+         <instruction instr-id='327' subinstr-id='8'/>
+         <instruction instr-id='327' subinstr-id='10'/>
+         <instruction instr-id='327' subinstr-id='12'/>
+         <instruction instr-id='327' subinstr-id='14'/>
+         <instruction instr-id='327' subinstr-id='16'/>
+         <instruction instr-id='327' subinstr-id='18'/>
+         <instruction instr-id='327' subinstr-id='20'/>
+         <instruction instr-id='327' subinstr-id='22'/>
+         <instruction instr-id='327' subinstr-id='24'/>
+         <instruction instr-id='327' subinstr-id='26'/>
+         <instruction instr-id='327' subinstr-id='28'/>
+         <instruction instr-id='327' subinstr-id='30'/>
+         <instruction instr-id='327' subinstr-id='32'/>
+         <instruction instr-id='327' subinstr-id='34'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='330' subinstr-id='14'/>
+         <instruction instr-id='330' subinstr-id='16'/>
+         <instruction instr-id='330' subinstr-id='20'/>
+         <instruction instr-id='330' subinstr-id='24'/>
+         <instruction instr-id='330' subinstr-id='26'/>
+         <instruction instr-id='330' subinstr-id='28'/>
+         <instruction instr-id='330' subinstr-id='32'/>
+         <instruction instr-id='330' subinstr-id='36'/>
+         <instruction instr-id='330' subinstr-id='38'/>
+         <instruction instr-id='330' subinstr-id='40'/>
+         <instruction instr-id='330' subinstr-id='42'/>
+         <instruction instr-id='330' subinstr-id='46'/>
+         <instruction instr-id='330' subinstr-id='48'/>
+         <instruction instr-id='330' subinstr-id='50'/>
+         <instruction instr-id='330' subinstr-id='52'/>
+         <instruction instr-id='333'/>
+         <instruction instr-id='333' subinstr-id='2'/>
+         <instruction instr-id='333' subinstr-id='4'/>
+         <instruction instr-id='333' subinstr-id='6'/>
+         <instruction instr-id='333' subinstr-id='8'/>
+         <instruction instr-id='333' subinstr-id='10'/>
+         <instruction instr-id='333' subinstr-id='12'/>
+         <instruction instr-id='333' subinstr-id='14'/>
+         <instruction instr-id='333' subinstr-id='16'/>
+         <instruction instr-id='333' subinstr-id='18'/>
+         <instruction instr-id='333' subinstr-id='20'/>
+         <instruction instr-id='333' subinstr-id='22'/>
+         <instruction instr-id='333' subinstr-id='24'/>
+         <instruction instr-id='333' subinstr-id='26'/>
+         <instruction instr-id='333' subinstr-id='28'/>
+         <instruction instr-id='333' subinstr-id='30'/>
+         <instruction instr-id='333' subinstr-id='32'/>
+         <instruction instr-id='333' subinstr-id='34'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='345' subinstr-id='2'/>
+         <instruction instr-id='345' subinstr-id='4'/>
+         <instruction instr-id='345' subinstr-id='8'/>
+         <instruction instr-id='345' subinstr-id='10'/>
+         <instruction instr-id='345' subinstr-id='12'/>
+         <instruction instr-id='345' subinstr-id='16'/>
+         <instruction instr-id='345' subinstr-id='18'/>
+         <instruction instr-id='345' subinstr-id='22'/>
+         <instruction instr-id='345' subinstr-id='24'/>
+         <instruction instr-id='345' subinstr-id='26'/>
+         <instruction instr-id='345' subinstr-id='28'/>
+         <instruction instr-id='345' subinstr-id='30'/>
+         <instruction instr-id='345' subinstr-id='34'/>
+         <instruction instr-id='345' subinstr-id='36'/>
+         <instruction instr-id='345' subinstr-id='38'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='355' subinstr-id='2'/>
+         <instruction instr-id='355' subinstr-id='4'/>
+         <instruction instr-id='355' subinstr-id='6'/>
+         <instruction instr-id='355' subinstr-id='8'/>
+         <instruction instr-id='355' subinstr-id='10'/>
+         <instruction instr-id='355' subinstr-id='14'/>
+         <instruction instr-id='355' subinstr-id='16'/>
+         <instruction instr-id='355' subinstr-id='18'/>
+         <instruction instr-id='355' subinstr-id='22'/>
+         <instruction instr-id='355' subinstr-id='24'/>
+         <instruction instr-id='355' subinstr-id='26'/>
+         <instruction instr-id='355' subinstr-id='28'/>
+         <bounding-box x1='44' y1='402' x2='573' y2='728'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='4'>
+         <instruction instr-id='120'/>
+         <instruction instr-id='120' subinstr-id='2'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='122' subinstr-id='2'/>
+         <instruction instr-id='124'/>
+         <instruction instr-id='124' subinstr-id='2'/>
+         <instruction instr-id='124' subinstr-id='4'/>
+         <instruction instr-id='124' subinstr-id='6'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='128'/>
+         <instruction instr-id='130'/>
+         <instruction instr-id='130' subinstr-id='2'/>
+         <instruction instr-id='130' subinstr-id='4'/>
+         <instruction instr-id='130' subinstr-id='6'/>
+         <instruction instr-id='132'/>
+         <instruction instr-id='132' subinstr-id='2'/>
+         <instruction instr-id='132' subinstr-id='4'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='138'/>
+         <instruction instr-id='138' subinstr-id='2'/>
+         <instruction instr-id='138' subinstr-id='4'/>
+         <instruction instr-id='138' subinstr-id='6'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='144' subinstr-id='6'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='6'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='158' subinstr-id='2'/>
+         <instruction instr-id='158' subinstr-id='4'/>
+         <instruction instr-id='158' subinstr-id='6'/>
+         <instruction instr-id='158' subinstr-id='8'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='170' subinstr-id='4'/>
+         <instruction instr-id='170' subinstr-id='6'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='182' subinstr-id='6'/>
+         <bounding-box x1='35' y1='559' x2='569' y2='741'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='4'>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='318'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='322' subinstr-id='8'/>
+         <instruction instr-id='325'/>
+         <instruction instr-id='328'/>
+         <instruction instr-id='328' subinstr-id='2'/>
+         <instruction instr-id='328' subinstr-id='4'/>
+         <instruction instr-id='328' subinstr-id='6'/>
+         <instruction instr-id='331'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='340' subinstr-id='6'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='346' subinstr-id='2'/>
+         <instruction instr-id='346' subinstr-id='4'/>
+         <instruction instr-id='346' subinstr-id='6'/>
+         <instruction instr-id='348'/>
+         <instruction instr-id='348' subinstr-id='2'/>
+         <instruction instr-id='348' subinstr-id='4'/>
+         <instruction instr-id='350'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='352' subinstr-id='2'/>
+         <instruction instr-id='352' subinstr-id='4'/>
+         <instruction instr-id='352' subinstr-id='6'/>
+         <bounding-box x1='35' y1='337' x2='568' y2='453'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-str.xml
new file mode 100644
index 00000000..8c1b288a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019-str.xml
@@ -0,0 +1,1535 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-019-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='1' page='2'>
+         <cell id='18' start-row='-1' start-col='0'>
+            <bounding-box x1='40' y1='729' x2='72' y2='739'/>
+            <content>Variable</content>
+         </cell>
+         <cell id='22' start-row='-1' start-col='1'>
+            <bounding-box x1='517' y1='729' x2='566' y2='739'/>
+            <content>Assumption</content>
+         </cell>
+         <cell id='34' start-row='0' start-col='0'>
+            <bounding-box x1='40' y1='714' x2='156' y2='724'/>
+            <content>Demographic assumptions</content>
+         </cell>
+         <cell id='13' start-row='1' start-col='1'>
+            <bounding-box x1='318' y1='704' x2='563' y2='714'/>
+            <content>Projections are consistent with the Census Bureau estimates</content>
+         </cell>
+         <cell id='38' start-row='1' start-col='0'>
+            <bounding-box x1='40' y1='704' x2='84' y2='714'/>
+            <content>Population</content>
+         </cell>
+         <cell id='10' start-row='2' start-col='0'>
+            <bounding-box x1='40' y1='692' x2='158' y2='702'/>
+            <content>18- to 24-year-old population</content>
+         </cell>
+         <cell id='14' start-row='2' start-col='1'>
+            <bounding-box x1='312' y1='692' x2='566' y2='702'/>
+            <content>Census Bureau projection: average annual growth rate of 0.1%</content>
+         </cell>
+         <cell id='2' start-row='3' start-col='1'>
+            <bounding-box x1='312' y1='681' x2='566' y2='691'/>
+            <content>Census Bureau projection: average annual growth rate of 0.6%</content>
+         </cell>
+         <cell id='15' start-row='3' start-col='0'>
+            <bounding-box x1='40' y1='681' x2='158' y2='691'/>
+            <content>25- to 29-year-old population</content>
+         </cell>
+         <cell id='26' start-row='4' start-col='0'>
+            <bounding-box x1='40' y1='670' x2='158' y2='680'/>
+            <content>30- to 34-year-old population</content>
+         </cell>
+         <cell id='31' start-row='4' start-col='1'>
+            <bounding-box x1='312' y1='670' x2='566' y2='680'/>
+            <content>Census Bureau projection: average annual growth rate of 1.3%</content>
+         </cell>
+         <cell id='9' start-row='5' start-col='1'>
+            <bounding-box x1='312' y1='659' x2='566' y2='669'/>
+            <content>Census Bureau projection: average annual growth rate of 0.6%</content>
+         </cell>
+         <cell id='25' start-row='5' start-col='0'>
+            <bounding-box x1='40' y1='659' x2='158' y2='669'/>
+            <content>35- to 44-year-old population</content>
+         </cell>
+         <cell id='11' start-row='6' start-col='0'>
+            <bounding-box x1='40' y1='637' x2='141' y2='647'/>
+            <content>Economic assumptions</content>
+         </cell>
+         <cell id='8' start-row='7' start-col='1'>
+            <bounding-box x1='336' y1='615' x2='566' y2='636'/>
+            <content>Annual percent changes range between -1.9% and 2.2%
+with an annual growth rate of 1.4%</content>
+         </cell>
+         <cell id='7' start-row='7' start-col='0'>
+            <bounding-box x1='40' y1='615' x2='170' y2='635'/>
+            <content>Disposable income per capita in
+constant dollars</content>
+         </cell>
+         <cell id='30' start-row='8' start-col='1'>
+            <bounding-box x1='336' y1='593' x2='566' y2='614'/>
+            <content>Annual percent changes range between -2.4% and 2.3%
+with an annual growth rate of 1.3%</content>
+         </cell>
+         <cell id='23' start-row='8' start-col='0'>
+            <bounding-box x1='40' y1='593' x2='203' y2='613'/>
+            <content>Education revenue receipts from state
+sources per capita in constant dollars</content>
+         </cell>
+         <cell id='3' start-row='9' start-col='0'>
+            <bounding-box x1='40' y1='582' x2='90' y2='592'/>
+            <content>Inflation rate</content>
+         </cell>
+         <cell id='19' start-row='9' start-col='1'>
+            <bounding-box x1='382' y1='582' x2='566' y2='592'/>
+            <content>Inflation rate ranges between 1.0% and 2.0%</content>
+         </cell>
+         <cell id='29' start-row='10' start-col='0'>
+            <bounding-box x1='40' y1='560' x2='152' y2='570'/>
+            <content>Unemployment rate (men)</content>
+         </cell>
+         <cell id='36' start-row='11' start-col='1'>
+            <bounding-box x1='417' y1='549' x2='566' y2='559'/>
+            <content>Remains between 17.7% and 26.8%</content>
+         </cell>
+         <cell id='37' start-row='11' start-col='0'>
+            <bounding-box x1='40' y1='549' x2='104' y2='559'/>
+            <content>Ages 18 and 19</content>
+         </cell>
+         <cell id='20' start-row='12' start-col='0'>
+            <bounding-box x1='40' y1='538' x2='96' y2='548'/>
+            <content>Ages 20 to 24</content>
+         </cell>
+         <cell id='27' start-row='12' start-col='1'>
+            <bounding-box x1='417' y1='538' x2='566' y2='548'/>
+            <content>Remains between 10.8% and 15.6%</content>
+         </cell>
+         <cell id='1' start-row='13' start-col='0'>
+            <bounding-box x1='40' y1='526' x2='107' y2='536'/>
+            <content>Age 25 and over</content>
+         </cell>
+         <cell id='24' start-row='13' start-col='1'>
+            <bounding-box x1='427' y1='526' x2='566' y2='536'/>
+            <content>Remains between 5.3% and 7.9%</content>
+         </cell>
+         <cell id='17' start-row='14' start-col='0'>
+            <bounding-box x1='40' y1='504' x2='164' y2='514'/>
+            <content>Unemployment rate (women)</content>
+         </cell>
+         <cell id='4' start-row='15' start-col='0'>
+            <bounding-box x1='40' y1='493' x2='104' y2='503'/>
+            <content>Ages 18 and 19</content>
+         </cell>
+         <cell id='5' start-row='15' start-col='1'>
+            <bounding-box x1='417' y1='493' x2='566' y2='503'/>
+            <content>Remains between 14.3% and 19.6%</content>
+         </cell>
+         <cell id='12' start-row='16' start-col='1'>
+            <bounding-box x1='422' y1='482' x2='566' y2='492'/>
+            <content>Remains between 9.3% and 13.1%</content>
+         </cell>
+         <cell id='33' start-row='16' start-col='0'>
+            <bounding-box x1='40' y1='482' x2='96' y2='492'/>
+            <content>Ages 20 to 24</content>
+         </cell>
+         <cell id='21' start-row='17' start-col='1'>
+            <bounding-box x1='427' y1='471' x2='566' y2='481'/>
+            <content>Remains between 5.0% and 7.3%</content>
+         </cell>
+         <cell id='28' start-row='17' start-col='0'>
+            <bounding-box x1='40' y1='471' x2='107' y2='481'/>
+            <content>Age 25 and over</content>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='63' start-row='0' start-col='1' end-col='10'>
+            <bounding-box x1='385' y1='719' x2='454' y2='729'/>
+            <content>Leadtime(years)</content>
+         </cell>
+         <cell id='84' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='44' y1='705' x2='77' y2='715'/>
+            <content>Statistic</content>
+         </cell>
+         <cell id='235' start-row='1' start-col='1'>
+            <bounding-box x1='274' y1='705' x2='280' y2='715'/>
+            <content>1</content>
+         </cell>
+         <cell id='184' start-row='1' start-col='2'>
+            <bounding-box x1='306' y1='705' x2='312' y2='715'/>
+            <content>2</content>
+         </cell>
+         <cell id='222' start-row='1' start-col='3'>
+            <bounding-box x1='339' y1='705' x2='345' y2='715'/>
+            <content>3</content>
+         </cell>
+         <cell id='250' start-row='1' start-col='4'>
+            <bounding-box x1='372' y1='705' x2='378' y2='715'/>
+            <content>4</content>
+         </cell>
+         <cell id='257' start-row='1' start-col='5'>
+            <bounding-box x1='405' y1='705' x2='411' y2='715'/>
+            <content>5</content>
+         </cell>
+         <cell id='198' start-row='1' start-col='6'>
+            <bounding-box x1='437' y1='705' x2='443' y2='715'/>
+            <content>6</content>
+         </cell>
+         <cell id='154' start-row='1' start-col='7'>
+            <bounding-box x1='470' y1='705' x2='476' y2='715'/>
+            <content>7</content>
+         </cell>
+         <cell id='147' start-row='1' start-col='8'>
+            <bounding-box x1='503' y1='705' x2='509' y2='715'/>
+            <content>8</content>
+         </cell>
+         <cell id='256' start-row='1' start-col='9'>
+            <bounding-box x1='536' y1='705' x2='542' y2='715'/>
+            <content>9</content>
+         </cell>
+         <cell id='5' start-row='1' start-col='10'>
+            <bounding-box x1='563' y1='705' x2='574' y2='715'/>
+            <content>10</content>
+         </cell>
+         <cell id='36' start-row='2' start-col='0'>
+            <bounding-box x1='44' y1='690' x2='224' y2='700'/>
+            <content>Publicelementaryandsecondaryschools</content>
+         </cell>
+         <cell id='9' start-row='3' start-col='0'>
+            <bounding-box x1='44' y1='679' x2='168' y2='689'/>
+            <content>Prekindergarten–12enrollment</content>
+         </cell>
+         <cell id='137' start-row='3' start-col='1'>
+            <bounding-box x1='266' y1='679' x2='280' y2='689'/>
+            <content>0.3</content>
+         </cell>
+         <cell id='199' start-row='3' start-col='2'>
+            <bounding-box x1='299' y1='679' x2='312' y2='689'/>
+            <content>0.6</content>
+         </cell>
+         <cell id='90' start-row='3' start-col='3'>
+            <bounding-box x1='332' y1='679' x2='345' y2='689'/>
+            <content>0.8</content>
+         </cell>
+         <cell id='109' start-row='3' start-col='4'>
+            <bounding-box x1='364' y1='679' x2='378' y2='689'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='127' start-row='3' start-col='5'>
+            <bounding-box x1='397' y1='679' x2='411' y2='689'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='121' start-row='3' start-col='6'>
+            <bounding-box x1='430' y1='679' x2='443' y2='689'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='6' start-row='3' start-col='7'>
+            <bounding-box x1='463' y1='679' x2='476' y2='689'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='240' start-row='3' start-col='8'>
+            <bounding-box x1='495' y1='679' x2='509' y2='689'/>
+            <content>1.9</content>
+         </cell>
+         <cell id='149' start-row='3' start-col='9'>
+            <bounding-box x1='528' y1='679' x2='542' y2='689'/>
+            <content>2.3</content>
+         </cell>
+         <cell id='16' start-row='3' start-col='10'>
+            <bounding-box x1='561' y1='679' x2='574' y2='689'/>
+            <content>2.6</content>
+         </cell>
+         <cell id='24' start-row='4' start-col='0'>
+            <bounding-box x1='53' y1='668' x2='172' y2='678'/>
+            <content>Prekindergarten–8enrollment</content>
+         </cell>
+         <cell id='106' start-row='4' start-col='1'>
+            <bounding-box x1='266' y1='668' x2='280' y2='678'/>
+            <content>0.3</content>
+         </cell>
+         <cell id='59' start-row='4' start-col='2'>
+            <bounding-box x1='299' y1='668' x2='312' y2='678'/>
+            <content>0.6</content>
+         </cell>
+         <cell id='125' start-row='4' start-col='3'>
+            <bounding-box x1='332' y1='668' x2='345' y2='678'/>
+            <content>1.0</content>
+         </cell>
+         <cell id='62' start-row='4' start-col='4'>
+            <bounding-box x1='364' y1='668' x2='378' y2='678'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='64' start-row='4' start-col='5'>
+            <bounding-box x1='397' y1='668' x2='411' y2='678'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='156' start-row='4' start-col='6'>
+            <bounding-box x1='430' y1='668' x2='443' y2='678'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='185' start-row='4' start-col='7'>
+            <bounding-box x1='463' y1='668' x2='476' y2='678'/>
+            <content>1.9</content>
+         </cell>
+         <cell id='150' start-row='4' start-col='8'>
+            <bounding-box x1='495' y1='668' x2='509' y2='678'/>
+            <content>2.4</content>
+         </cell>
+         <cell id='217' start-row='4' start-col='9'>
+            <bounding-box x1='528' y1='668' x2='542' y2='678'/>
+            <content>2.8</content>
+         </cell>
+         <cell id='183' start-row='4' start-col='10'>
+            <bounding-box x1='561' y1='668' x2='574' y2='678'/>
+            <content>3.3</content>
+         </cell>
+         <cell id='56' start-row='5' start-col='0'>
+            <bounding-box x1='53' y1='657' x2='118' y2='667'/>
+            <content>9–12enrollment</content>
+         </cell>
+         <cell id='138' start-row='5' start-col='1'>
+            <bounding-box x1='266' y1='657' x2='280' y2='667'/>
+            <content>0.4</content>
+         </cell>
+         <cell id='200' start-row='5' start-col='2'>
+            <bounding-box x1='299' y1='657' x2='312' y2='667'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='249' start-row='5' start-col='3'>
+            <bounding-box x1='332' y1='657' x2='345' y2='667'/>
+            <content>0.9</content>
+         </cell>
+         <cell id='126' start-row='5' start-col='4'>
+            <bounding-box x1='364' y1='657' x2='378' y2='667'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='202' start-row='5' start-col='5'>
+            <bounding-box x1='397' y1='657' x2='411' y2='667'/>
+            <content>1.2</content>
+         </cell>
+         <cell id='167' start-row='5' start-col='6'>
+            <bounding-box x1='430' y1='657' x2='443' y2='667'/>
+            <content>1.5</content>
+         </cell>
+         <cell id='53' start-row='5' start-col='7'>
+            <bounding-box x1='463' y1='657' x2='476' y2='667'/>
+            <content>1.8</content>
+         </cell>
+         <cell id='241' start-row='5' start-col='8'>
+            <bounding-box x1='495' y1='657' x2='509' y2='667'/>
+            <content>2.2</content>
+         </cell>
+         <cell id='115' start-row='5' start-col='9'>
+            <bounding-box x1='528' y1='657' x2='542' y2='667'/>
+            <content>2.4</content>
+         </cell>
+         <cell id='205' start-row='5' start-col='10'>
+            <bounding-box x1='561' y1='657' x2='574' y2='667'/>
+            <content>2.5</content>
+         </cell>
+         <cell id='79' start-row='6' start-col='0'>
+            <bounding-box x1='44' y1='646' x2='135' y2='656'/>
+            <content>Highschoolgraduates</content>
+         </cell>
+         <cell id='123' start-row='6' start-col='1'>
+            <bounding-box x1='266' y1='646' x2='280' y2='656'/>
+            <content>1.0</content>
+         </cell>
+         <cell id='159' start-row='6' start-col='2'>
+            <bounding-box x1='299' y1='646' x2='312' y2='656'/>
+            <content>1.0</content>
+         </cell>
+         <cell id='161' start-row='6' start-col='3'>
+            <bounding-box x1='332' y1='646' x2='345' y2='656'/>
+            <content>1.5</content>
+         </cell>
+         <cell id='70' start-row='6' start-col='4'>
+            <bounding-box x1='364' y1='646' x2='378' y2='656'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='173' start-row='6' start-col='5'>
+            <bounding-box x1='397' y1='646' x2='411' y2='656'/>
+            <content>1.5</content>
+         </cell>
+         <cell id='188' start-row='6' start-col='6'>
+            <bounding-box x1='430' y1='646' x2='443' y2='656'/>
+            <content>2.0</content>
+         </cell>
+         <cell id='116' start-row='6' start-col='7'>
+            <bounding-box x1='463' y1='646' x2='476' y2='656'/>
+            <content>2.7</content>
+         </cell>
+         <cell id='104' start-row='6' start-col='8'>
+            <bounding-box x1='495' y1='646' x2='509' y2='656'/>
+            <content>3.7</content>
+         </cell>
+         <cell id='110' start-row='6' start-col='9'>
+            <bounding-box x1='528' y1='646' x2='542' y2='656'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='133' start-row='6' start-col='10'>
+            <bounding-box x1='561' y1='646' x2='574' y2='656'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='57' start-row='7' start-col='0'>
+            <bounding-box x1='44' y1='635' x2='189' y2='645'/>
+            <content>Elementaryandsecondaryteachers</content>
+         </cell>
+         <cell id='223' start-row='7' start-col='1'>
+            <bounding-box x1='266' y1='635' x2='280' y2='645'/>
+            <content>0.8</content>
+         </cell>
+         <cell id='243' start-row='7' start-col='2'>
+            <bounding-box x1='299' y1='635' x2='312' y2='645'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='108' start-row='7' start-col='3'>
+            <bounding-box x1='332' y1='635' x2='345' y2='645'/>
+            <content>1.7</content>
+         </cell>
+         <cell id='186' start-row='7' start-col='4'>
+            <bounding-box x1='364' y1='635' x2='378' y2='645'/>
+            <content>2.2</content>
+         </cell>
+         <cell id='74' start-row='7' start-col='5'>
+            <bounding-box x1='397' y1='635' x2='411' y2='645'/>
+            <content>2.8</content>
+         </cell>
+         <cell id='244' start-row='7' start-col='6'>
+            <bounding-box x1='430' y1='635' x2='443' y2='645'/>
+            <content>3.4</content>
+         </cell>
+         <cell id='153' start-row='7' start-col='7'>
+            <bounding-box x1='463' y1='635' x2='476' y2='645'/>
+            <content>3.9</content>
+         </cell>
+         <cell id='201' start-row='7' start-col='8'>
+            <bounding-box x1='495' y1='635' x2='509' y2='645'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='83' start-row='7' start-col='9'>
+            <bounding-box x1='528' y1='635' x2='542' y2='645'/>
+            <content>5.0</content>
+         </cell>
+         <cell id='164' start-row='7' start-col='10'>
+            <bounding-box x1='561' y1='635' x2='574' y2='645'/>
+            <content>5.9</content>
+         </cell>
+         <cell id='46' start-row='8' start-col='0'>
+            <bounding-box x1='44' y1='624' x2='149' y2='634'/>
+            <content>Totalcurrentexpenditures</content>
+         </cell>
+         <cell id='141' start-row='8' start-col='1'>
+            <bounding-box x1='266' y1='624' x2='280' y2='634'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='218' start-row='8' start-col='2'>
+            <bounding-box x1='299' y1='624' x2='312' y2='634'/>
+            <content>2.1</content>
+         </cell>
+         <cell id='221' start-row='8' start-col='3'>
+            <bounding-box x1='332' y1='624' x2='345' y2='634'/>
+            <content>2.0</content>
+         </cell>
+         <cell id='238' start-row='8' start-col='4'>
+            <bounding-box x1='364' y1='624' x2='378' y2='634'/>
+            <content>2.1</content>
+         </cell>
+         <cell id='25' start-row='8' start-col='5'>
+            <bounding-box x1='397' y1='624' x2='411' y2='634'/>
+            <content>2.6</content>
+         </cell>
+         <cell id='119' start-row='8' start-col='6'>
+            <bounding-box x1='430' y1='624' x2='443' y2='634'/>
+            <content>3.3</content>
+         </cell>
+         <cell id='80' start-row='8' start-col='7'>
+            <bounding-box x1='463' y1='624' x2='476' y2='634'/>
+            <content>3.9</content>
+         </cell>
+         <cell id='113' start-row='8' start-col='8'>
+            <bounding-box x1='495' y1='624' x2='509' y2='634'/>
+            <content>4.1</content>
+         </cell>
+         <cell id='169' start-row='8' start-col='9'>
+            <bounding-box x1='528' y1='624' x2='542' y2='634'/>
+            <content>4.0</content>
+         </cell>
+         <cell id='76' start-row='8' start-col='10'>
+            <bounding-box x1='561' y1='624' x2='574' y2='634'/>
+            <content>4.0</content>
+         </cell>
+         <cell id='10' start-row='9' start-col='0'>
+            <bounding-box x1='44' y1='613' x2='235' y2='623'/>
+            <content>Currentexpendituresperpupilinfallenrollment</content>
+         </cell>
+         <cell id='32' start-row='9' start-col='1'>
+            <bounding-box x1='266' y1='613' x2='280' y2='623'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='209' start-row='9' start-col='2'>
+            <bounding-box x1='299' y1='613' x2='312' y2='623'/>
+            <content>2.1</content>
+         </cell>
+         <cell id='87' start-row='9' start-col='3'>
+            <bounding-box x1='332' y1='613' x2='345' y2='623'/>
+            <content>2.0</content>
+         </cell>
+         <cell id='212' start-row='9' start-col='4'>
+            <bounding-box x1='364' y1='613' x2='378' y2='623'/>
+            <content>2.0</content>
+         </cell>
+         <cell id='228' start-row='9' start-col='5'>
+            <bounding-box x1='397' y1='613' x2='411' y2='623'/>
+            <content>2.9</content>
+         </cell>
+         <cell id='166' start-row='9' start-col='6'>
+            <bounding-box x1='430' y1='613' x2='443' y2='623'/>
+            <content>3.6</content>
+         </cell>
+         <cell id='82' start-row='9' start-col='7'>
+            <bounding-box x1='463' y1='613' x2='476' y2='623'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='191' start-row='9' start-col='8'>
+            <bounding-box x1='495' y1='613' x2='509' y2='623'/>
+            <content>4.6</content>
+         </cell>
+         <cell id='195' start-row='9' start-col='9'>
+            <bounding-box x1='528' y1='613' x2='542' y2='623'/>
+            <content>5.2</content>
+         </cell>
+         <cell id='232' start-row='9' start-col='10'>
+            <bounding-box x1='561' y1='613' x2='574' y2='623'/>
+            <content>5.2</content>
+         </cell>
+         <cell id='67' start-row='10' start-col='0'>
+            <bounding-box x1='44' y1='591' x2='227' y2='601'/>
+            <content>Privateelementaryandsecondaryschools</content>
+         </cell>
+         <cell id='61' start-row='11' start-col='0'>
+            <bounding-box x1='44' y1='580' x2='168' y2='590'/>
+            <content>Prekindergarten–12enrollment</content>
+         </cell>
+         <cell id='190' start-row='11' start-col='1'>
+            <bounding-box x1='266' y1='580' x2='280' y2='590'/>
+            <content>3.4</content>
+         </cell>
+         <cell id='81' start-row='11' start-col='2'>
+            <bounding-box x1='299' y1='580' x2='312' y2='590'/>
+            <content>4.6</content>
+         </cell>
+         <cell id='29' start-row='11' start-col='3'>
+            <bounding-box x1='332' y1='580' x2='345' y2='590'/>
+            <content>3.7</content>
+         </cell>
+         <cell id='54' start-row='11' start-col='4'>
+            <bounding-box x1='364' y1='580' x2='378' y2='590'/>
+            <content>7.2</content>
+         </cell>
+         <cell id='211' start-row='11' start-col='5'>
+            <bounding-box x1='397' y1='580' x2='411' y2='590'/>
+            <content>7.7</content>
+         </cell>
+         <cell id='18' start-row='11' start-col='6'>
+            <bounding-box x1='425' y1='580' x2='443' y2='590'/>
+            <content>10.6</content>
+         </cell>
+         <cell id='145' start-row='11' start-col='7'>
+            <bounding-box x1='463' y1='580' x2='476' y2='590'/>
+            <content>9.3</content>
+         </cell>
+         <cell id='4' start-row='11' start-col='8'>
+            <bounding-box x1='495' y1='580' x2='509' y2='590'/>
+            <content>9.4</content>
+         </cell>
+         <cell id='68' start-row='11' start-col='9'>
+            <bounding-box x1='528' y1='580' x2='542' y2='590'/>
+            <content>8.1</content>
+         </cell>
+         <cell id='143' start-row='11' start-col='10'>
+            <bounding-box x1='561' y1='580' x2='574' y2='590'/>
+            <content>6.3</content>
+         </cell>
+         <cell id='7' start-row='12' start-col='0'>
+            <bounding-box x1='53' y1='568' x2='172' y2='578'/>
+            <content>Prekindergarten–8enrollment</content>
+         </cell>
+         <cell id='124' start-row='12' start-col='1'>
+            <bounding-box x1='266' y1='568' x2='280' y2='578'/>
+            <content>3.5</content>
+         </cell>
+         <cell id='208' start-row='12' start-col='2'>
+            <bounding-box x1='299' y1='568' x2='312' y2='578'/>
+            <content>4.9</content>
+         </cell>
+         <cell id='178' start-row='12' start-col='3'>
+            <bounding-box x1='332' y1='568' x2='345' y2='578'/>
+            <content>4.1</content>
+         </cell>
+         <cell id='27' start-row='12' start-col='4'>
+            <bounding-box x1='364' y1='568' x2='378' y2='578'/>
+            <content>8.0</content>
+         </cell>
+         <cell id='227' start-row='12' start-col='5'>
+            <bounding-box x1='397' y1='568' x2='411' y2='578'/>
+            <content>9.2</content>
+         </cell>
+         <cell id='2' start-row='12' start-col='6'>
+            <bounding-box x1='425' y1='568' x2='443' y2='578'/>
+            <content>12.1</content>
+         </cell>
+         <cell id='192' start-row='12' start-col='7'>
+            <bounding-box x1='458' y1='568' x2='476' y2='578'/>
+            <content>10.6</content>
+         </cell>
+         <cell id='179' start-row='12' start-col='8'>
+            <bounding-box x1='490' y1='568' x2='509' y2='578'/>
+            <content>10.4</content>
+         </cell>
+         <cell id='174' start-row='12' start-col='9'>
+            <bounding-box x1='523' y1='568' x2='542' y2='578'/>
+            <content>10.2</content>
+         </cell>
+         <cell id='151' start-row='12' start-col='10'>
+            <bounding-box x1='561' y1='568' x2='574' y2='578'/>
+            <content>7.9</content>
+         </cell>
+         <cell id='14' start-row='13' start-col='0'>
+            <bounding-box x1='53' y1='557' x2='118' y2='567'/>
+            <content>9–12enrollment</content>
+         </cell>
+         <cell id='203' start-row='13' start-col='1'>
+            <bounding-box x1='266' y1='557' x2='280' y2='567'/>
+            <content>3.0</content>
+         </cell>
+         <cell id='136' start-row='13' start-col='2'>
+            <bounding-box x1='299' y1='557' x2='312' y2='567'/>
+            <content>3.8</content>
+         </cell>
+         <cell id='98' start-row='13' start-col='3'>
+            <bounding-box x1='332' y1='557' x2='345' y2='567'/>
+            <content>2.3</content>
+         </cell>
+         <cell id='120' start-row='13' start-col='4'>
+            <bounding-box x1='364' y1='557' x2='378' y2='567'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='252' start-row='13' start-col='5'>
+            <bounding-box x1='397' y1='557' x2='411' y2='567'/>
+            <content>2.8</content>
+         </cell>
+         <cell id='11' start-row='13' start-col='6'>
+            <bounding-box x1='430' y1='557' x2='443' y2='567'/>
+            <content>5.8</content>
+         </cell>
+         <cell id='219' start-row='13' start-col='7'>
+            <bounding-box x1='463' y1='557' x2='476' y2='567'/>
+            <content>5.7</content>
+         </cell>
+         <cell id='144' start-row='13' start-col='8'>
+            <bounding-box x1='495' y1='557' x2='509' y2='567'/>
+            <content>6.1</content>
+         </cell>
+         <cell id='69' start-row='13' start-col='9'>
+            <bounding-box x1='528' y1='557' x2='542' y2='567'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='206' start-row='13' start-col='10'>
+            <bounding-box x1='561' y1='557' x2='574' y2='567'/>
+            <content>1.3</content>
+         </cell>
+         <cell id='26' start-row='14' start-col='0'>
+            <bounding-box x1='44' y1='546' x2='135' y2='556'/>
+            <content>Highschoolgraduates</content>
+         </cell>
+         <cell id='114' start-row='14' start-col='1'>
+            <bounding-box x1='266' y1='546' x2='280' y2='556'/>
+            <content>0.9</content>
+         </cell>
+         <cell id='242' start-row='14' start-col='2'>
+            <bounding-box x1='299' y1='546' x2='312' y2='556'/>
+            <content>0.9</content>
+         </cell>
+         <cell id='216' start-row='14' start-col='3'>
+            <bounding-box x1='332' y1='546' x2='345' y2='556'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='85' start-row='14' start-col='4'>
+            <bounding-box x1='364' y1='546' x2='378' y2='556'/>
+            <content>2.8</content>
+         </cell>
+         <cell id='23' start-row='14' start-col='5'>
+            <bounding-box x1='397' y1='546' x2='411' y2='556'/>
+            <content>5.0</content>
+         </cell>
+         <cell id='175' start-row='14' start-col='6'>
+            <bounding-box x1='430' y1='546' x2='443' y2='556'/>
+            <content>6.2</content>
+         </cell>
+         <cell id='73' start-row='14' start-col='7'>
+            <bounding-box x1='463' y1='546' x2='476' y2='556'/>
+            <content>4.9</content>
+         </cell>
+         <cell id='142' start-row='14' start-col='8'>
+            <bounding-box x1='495' y1='546' x2='509' y2='556'/>
+            <content>4.8</content>
+         </cell>
+         <cell id='165' start-row='14' start-col='9'>
+            <bounding-box x1='528' y1='546' x2='542' y2='556'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='47' start-row='14' start-col='10'>
+            <bounding-box x1='561' y1='546' x2='574' y2='556'/>
+            <content>1.6</content>
+         </cell>
+         <cell id='41' start-row='15' start-col='0'>
+            <bounding-box x1='44' y1='525' x2='231' y2='535'/>
+            <content>Postsecondarydegree-grantinginstitutions</content>
+         </cell>
+         <cell id='42' start-row='16' start-col='0'>
+            <bounding-box x1='44' y1='513' x2='109' y2='523'/>
+            <content>Totalenrollment</content>
+         </cell>
+         <cell id='52' start-row='16' start-col='1'>
+            <bounding-box x1='266' y1='513' x2='280' y2='523'/>
+            <content>1.7</content>
+         </cell>
+         <cell id='43' start-row='16' start-col='2'>
+            <bounding-box x1='299' y1='513' x2='312' y2='523'/>
+            <content>2.6</content>
+         </cell>
+         <cell id='65' start-row='16' start-col='3'>
+            <bounding-box x1='332' y1='513' x2='345' y2='523'/>
+            <content>3.6</content>
+         </cell>
+         <cell id='172' start-row='16' start-col='4'>
+            <bounding-box x1='364' y1='513' x2='378' y2='523'/>
+            <content>4.7</content>
+         </cell>
+         <cell id='239' start-row='16' start-col='5'>
+            <bounding-box x1='397' y1='513' x2='411' y2='523'/>
+            <content>5.3</content>
+         </cell>
+         <cell id='128' start-row='16' start-col='6'>
+            <bounding-box x1='430' y1='513' x2='443' y2='523'/>
+            <content>6.2</content>
+         </cell>
+         <cell id='176' start-row='16' start-col='7'>
+            <bounding-box x1='463' y1='513' x2='476' y2='523'/>
+            <content>7.6</content>
+         </cell>
+         <cell id='214' start-row='16' start-col='8'>
+            <bounding-box x1='495' y1='513' x2='509' y2='523'/>
+            <content>9.4</content>
+         </cell>
+         <cell id='158' start-row='16' start-col='9'>
+            <bounding-box x1='523' y1='513' x2='542' y2='523'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='97' start-row='16' start-col='10'>
+            <bounding-box x1='556' y1='513' x2='574' y2='523'/>
+            <content>13.1</content>
+         </cell>
+         <cell id='230' start-row='17' start-col='0'>
+            <bounding-box x1='53' y1='502' x2='71' y2='512'/>
+            <content>Men</content>
+         </cell>
+         <cell id='152' start-row='17' start-col='1'>
+            <bounding-box x1='266' y1='502' x2='280' y2='512'/>
+            <content>1.7</content>
+         </cell>
+         <cell id='234' start-row='17' start-col='2'>
+            <bounding-box x1='299' y1='502' x2='312' y2='512'/>
+            <content>3.0</content>
+         </cell>
+         <cell id='181' start-row='17' start-col='3'>
+            <bounding-box x1='332' y1='502' x2='345' y2='512'/>
+            <content>4.2</content>
+         </cell>
+         <cell id='78' start-row='17' start-col='4'>
+            <bounding-box x1='364' y1='502' x2='378' y2='512'/>
+            <content>5.5</content>
+         </cell>
+         <cell id='101' start-row='17' start-col='5'>
+            <bounding-box x1='397' y1='502' x2='411' y2='512'/>
+            <content>6.3</content>
+         </cell>
+         <cell id='93' start-row='17' start-col='6'>
+            <bounding-box x1='430' y1='502' x2='443' y2='512'/>
+            <content>7.0</content>
+         </cell>
+         <cell id='39' start-row='17' start-col='7'>
+            <bounding-box x1='463' y1='502' x2='476' y2='512'/>
+            <content>8.1</content>
+         </cell>
+         <cell id='55' start-row='17' start-col='8'>
+            <bounding-box x1='495' y1='502' x2='509' y2='512'/>
+            <content>9.8</content>
+         </cell>
+         <cell id='75' start-row='17' start-col='9'>
+            <bounding-box x1='523' y1='502' x2='542' y2='512'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='48' start-row='17' start-col='10'>
+            <bounding-box x1='556' y1='502' x2='574' y2='512'/>
+            <content>13.3</content>
+         </cell>
+         <cell id='88' start-row='18' start-col='0'>
+            <bounding-box x1='53' y1='491' x2='84' y2='501'/>
+            <content>Women</content>
+         </cell>
+         <cell id='162' start-row='18' start-col='1'>
+            <bounding-box x1='266' y1='491' x2='280' y2='501'/>
+            <content>1.8</content>
+         </cell>
+         <cell id='96' start-row='18' start-col='2'>
+            <bounding-box x1='299' y1='491' x2='312' y2='501'/>
+            <content>2.6</content>
+         </cell>
+         <cell id='134' start-row='18' start-col='3'>
+            <bounding-box x1='332' y1='491' x2='345' y2='501'/>
+            <content>3.7</content>
+         </cell>
+         <cell id='17' start-row='18' start-col='4'>
+            <bounding-box x1='364' y1='491' x2='378' y2='501'/>
+            <content>4.3</content>
+         </cell>
+         <cell id='103' start-row='18' start-col='5'>
+            <bounding-box x1='397' y1='491' x2='411' y2='501'/>
+            <content>4.6</content>
+         </cell>
+         <cell id='157' start-row='18' start-col='6'>
+            <bounding-box x1='430' y1='491' x2='443' y2='501'/>
+            <content>5.6</content>
+         </cell>
+         <cell id='100' start-row='18' start-col='7'>
+            <bounding-box x1='463' y1='491' x2='476' y2='501'/>
+            <content>7.2</content>
+         </cell>
+         <cell id='229' start-row='18' start-col='8'>
+            <bounding-box x1='495' y1='491' x2='509' y2='501'/>
+            <content>9.0</content>
+         </cell>
+         <cell id='34' start-row='18' start-col='9'>
+            <bounding-box x1='523' y1='491' x2='542' y2='501'/>
+            <content>11.7</content>
+         </cell>
+         <cell id='15' start-row='18' start-col='10'>
+            <bounding-box x1='556' y1='491' x2='574' y2='501'/>
+            <content>12.9</content>
+         </cell>
+         <cell id='60' start-row='19' start-col='0'>
+            <bounding-box x1='53' y1='480' x2='126' y2='490'/>
+            <content>4-yearinstitutions</content>
+         </cell>
+         <cell id='155' start-row='19' start-col='1'>
+            <bounding-box x1='266' y1='480' x2='279' y2='490'/>
+            <content>1.8</content>
+         </cell>
+         <cell id='180' start-row='19' start-col='2'>
+            <bounding-box x1='299' y1='480' x2='312' y2='490'/>
+            <content>3.0</content>
+         </cell>
+         <cell id='204' start-row='19' start-col='3'>
+            <bounding-box x1='331' y1='480' x2='345' y2='490'/>
+            <content>4.0</content>
+         </cell>
+         <cell id='129' start-row='19' start-col='4'>
+            <bounding-box x1='364' y1='480' x2='378' y2='490'/>
+            <content>5.4</content>
+         </cell>
+         <cell id='139' start-row='19' start-col='5'>
+            <bounding-box x1='397' y1='480' x2='410' y2='490'/>
+            <content>6.0</content>
+         </cell>
+         <cell id='92' start-row='19' start-col='6'>
+            <bounding-box x1='430' y1='480' x2='443' y2='490'/>
+            <content>7.0</content>
+         </cell>
+         <cell id='112' start-row='19' start-col='7'>
+            <bounding-box x1='462' y1='480' x2='476' y2='490'/>
+            <content>8.5</content>
+         </cell>
+         <cell id='77' start-row='19' start-col='8'>
+            <bounding-box x1='490' y1='480' x2='509' y2='490'/>
+            <content>10.6</content>
+         </cell>
+         <cell id='22' start-row='19' start-col='9'>
+            <bounding-box x1='523' y1='480' x2='541' y2='490'/>
+            <content>13.1</content>
+         </cell>
+         <cell id='95' start-row='19' start-col='10'>
+            <bounding-box x1='556' y1='480' x2='574' y2='490'/>
+            <content>14.8</content>
+         </cell>
+         <cell id='8' start-row='20' start-col='0'>
+            <bounding-box x1='53' y1='469' x2='126' y2='479'/>
+            <content>2-yearinstitutions</content>
+         </cell>
+         <cell id='21' start-row='20' start-col='1'>
+            <bounding-box x1='266' y1='469' x2='279' y2='479'/>
+            <content>2.2</content>
+         </cell>
+         <cell id='130' start-row='20' start-col='2'>
+            <bounding-box x1='299' y1='469' x2='312' y2='479'/>
+            <content>3.2</content>
+         </cell>
+         <cell id='111' start-row='20' start-col='3'>
+            <bounding-box x1='331' y1='469' x2='345' y2='479'/>
+            <content>4.2</content>
+         </cell>
+         <cell id='51' start-row='20' start-col='4'>
+            <bounding-box x1='364' y1='469' x2='378' y2='479'/>
+            <content>4.8</content>
+         </cell>
+         <cell id='171' start-row='20' start-col='5'>
+            <bounding-box x1='397' y1='469' x2='410' y2='479'/>
+            <content>5.0</content>
+         </cell>
+         <cell id='196' start-row='20' start-col='6'>
+            <bounding-box x1='430' y1='469' x2='443' y2='479'/>
+            <content>5.0</content>
+         </cell>
+         <cell id='226' start-row='20' start-col='7'>
+            <bounding-box x1='462' y1='469' x2='476' y2='479'/>
+            <content>5.9</content>
+         </cell>
+         <cell id='20' start-row='20' start-col='8'>
+            <bounding-box x1='495' y1='469' x2='509' y2='479'/>
+            <content>7.1</content>
+         </cell>
+         <cell id='3' start-row='20' start-col='9'>
+            <bounding-box x1='528' y1='469' x2='541' y2='479'/>
+            <content>9.4</content>
+         </cell>
+         <cell id='28' start-row='20' start-col='10'>
+            <bounding-box x1='556' y1='469' x2='574' y2='479'/>
+            <content>10.1</content>
+         </cell>
+         <cell id='86' start-row='21' start-col='0'>
+            <bounding-box x1='53' y1='458' x2='77' y2='468'/>
+            <content>White</content>
+         </cell>
+         <cell id='213' start-row='21' start-col='1'>
+            <bounding-box x1='266' y1='458' x2='279' y2='468'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='193' start-row='21' start-col='2'>
+            <bounding-box x1='299' y1='458' x2='312' y2='468'/>
+            <content>2.4</content>
+         </cell>
+         <cell id='38' start-row='21' start-col='3'>
+            <bounding-box x1='331' y1='458' x2='345' y2='468'/>
+            <content>3.9</content>
+         </cell>
+         <cell id='13' start-row='21' start-col='4'>
+            <bounding-box x1='364' y1='458' x2='378' y2='468'/>
+            <content>5.5</content>
+         </cell>
+         <cell id='50' start-row='21' start-col='5'>
+            <bounding-box x1='397' y1='458' x2='410' y2='468'/>
+            <content>6.7</content>
+         </cell>
+         <cell id='91' start-row='21' start-col='6'>
+            <bounding-box x1='430' y1='458' x2='443' y2='468'/>
+            <content>7.4</content>
+         </cell>
+         <cell id='253' start-row='21' start-col='7'>
+            <bounding-box x1='466' y1='458' x2='476' y2='468'/>
+            <content>—</content>
+         </cell>
+         <cell id='45' start-row='21' start-col='8'>
+            <bounding-box x1='499' y1='458' x2='509' y2='468'/>
+            <content>—</content>
+         </cell>
+         <cell id='160' start-row='21' start-col='9'>
+            <bounding-box x1='531' y1='458' x2='541' y2='468'/>
+            <content>—</content>
+         </cell>
+         <cell id='71' start-row='21' start-col='10'>
+            <bounding-box x1='564' y1='458' x2='574' y2='468'/>
+            <content>—</content>
+         </cell>
+         <cell id='12' start-row='22' start-col='0'>
+            <bounding-box x1='53' y1='447' x2='158' y2='457'/>
+            <content>BlackorAfricanAmerican</content>
+         </cell>
+         <cell id='148' start-row='22' start-col='1'>
+            <bounding-box x1='266' y1='447' x2='279' y2='457'/>
+            <content>4.2</content>
+         </cell>
+         <cell id='225' start-row='22' start-col='2'>
+            <bounding-box x1='299' y1='447' x2='312' y2='457'/>
+            <content>8.8</content>
+         </cell>
+         <cell id='30' start-row='22' start-col='3'>
+            <bounding-box x1='326' y1='447' x2='345' y2='457'/>
+            <content>12.5</content>
+         </cell>
+         <cell id='117' start-row='22' start-col='4'>
+            <bounding-box x1='359' y1='447' x2='378' y2='457'/>
+            <content>15.8</content>
+         </cell>
+         <cell id='99' start-row='22' start-col='5'>
+            <bounding-box x1='392' y1='447' x2='410' y2='457'/>
+            <content>19.0</content>
+         </cell>
+         <cell id='1' start-row='22' start-col='6'>
+            <bounding-box x1='425' y1='447' x2='443' y2='457'/>
+            <content>20.5</content>
+         </cell>
+         <cell id='140' start-row='22' start-col='7'>
+            <bounding-box x1='466' y1='447' x2='476' y2='457'/>
+            <content>—</content>
+         </cell>
+         <cell id='189' start-row='22' start-col='8'>
+            <bounding-box x1='499' y1='447' x2='509' y2='457'/>
+            <content>—</content>
+         </cell>
+         <cell id='132' start-row='22' start-col='9'>
+            <bounding-box x1='531' y1='447' x2='541' y2='457'/>
+            <content>—</content>
+         </cell>
+         <cell id='246' start-row='22' start-col='10'>
+            <bounding-box x1='564' y1='447' x2='574' y2='457'/>
+            <content>—</content>
+         </cell>
+         <cell id='107' start-row='23' start-col='0'>
+            <bounding-box x1='53' y1='436' x2='127' y2='446'/>
+            <content>HispanicorLatino</content>
+         </cell>
+         <cell id='89' start-row='23' start-col='1'>
+            <bounding-box x1='266' y1='436' x2='279' y2='446'/>
+            <content>4.2</content>
+         </cell>
+         <cell id='118' start-row='23' start-col='2'>
+            <bounding-box x1='299' y1='436' x2='312' y2='446'/>
+            <content>8.6</content>
+         </cell>
+         <cell id='122' start-row='23' start-col='3'>
+            <bounding-box x1='326' y1='436' x2='345' y2='446'/>
+            <content>12.1</content>
+         </cell>
+         <cell id='248' start-row='23' start-col='4'>
+            <bounding-box x1='359' y1='436' x2='378' y2='446'/>
+            <content>15.5</content>
+         </cell>
+         <cell id='168' start-row='23' start-col='5'>
+            <bounding-box x1='392' y1='436' x2='410' y2='446'/>
+            <content>18.9</content>
+         </cell>
+         <cell id='19' start-row='23' start-col='6'>
+            <bounding-box x1='425' y1='436' x2='443' y2='446'/>
+            <content>22.1</content>
+         </cell>
+         <cell id='170' start-row='23' start-col='7'>
+            <bounding-box x1='466' y1='436' x2='476' y2='446'/>
+            <content>—</content>
+         </cell>
+         <cell id='237' start-row='23' start-col='8'>
+            <bounding-box x1='499' y1='436' x2='509' y2='446'/>
+            <content>—</content>
+         </cell>
+         <cell id='247' start-row='23' start-col='9'>
+            <bounding-box x1='531' y1='436' x2='541' y2='446'/>
+            <content>—</content>
+         </cell>
+         <cell id='254' start-row='23' start-col='10'>
+            <bounding-box x1='564' y1='436' x2='574' y2='446'/>
+            <content>—</content>
+         </cell>
+         <cell id='31' start-row='24' start-col='0'>
+            <bounding-box x1='53' y1='425' x2='140' y2='435'/>
+            <content>Asian/PacificIslander</content>
+         </cell>
+         <cell id='163' start-row='24' start-col='1'>
+            <bounding-box x1='266' y1='425' x2='279' y2='435'/>
+            <content>2.6</content>
+         </cell>
+         <cell id='224' start-row='24' start-col='2'>
+            <bounding-box x1='299' y1='425' x2='312' y2='435'/>
+            <content>5.0</content>
+         </cell>
+         <cell id='245' start-row='24' start-col='3'>
+            <bounding-box x1='331' y1='425' x2='345' y2='435'/>
+            <content>5.7</content>
+         </cell>
+         <cell id='49' start-row='24' start-col='4'>
+            <bounding-box x1='364' y1='425' x2='378' y2='435'/>
+            <content>7.0</content>
+         </cell>
+         <cell id='72' start-row='24' start-col='5'>
+            <bounding-box x1='397' y1='425' x2='410' y2='435'/>
+            <content>6.0</content>
+         </cell>
+         <cell id='33' start-row='24' start-col='6'>
+            <bounding-box x1='430' y1='425' x2='443' y2='435'/>
+            <content>4.7</content>
+         </cell>
+         <cell id='194' start-row='24' start-col='7'>
+            <bounding-box x1='466' y1='425' x2='476' y2='435'/>
+            <content>—</content>
+         </cell>
+         <cell id='58' start-row='24' start-col='8'>
+            <bounding-box x1='499' y1='425' x2='509' y2='435'/>
+            <content>—</content>
+         </cell>
+         <cell id='255' start-row='24' start-col='9'>
+            <bounding-box x1='531' y1='425' x2='541' y2='435'/>
+            <content>—</content>
+         </cell>
+         <cell id='236' start-row='24' start-col='10'>
+            <bounding-box x1='564' y1='425' x2='574' y2='435'/>
+            <content>—</content>
+         </cell>
+         <cell id='40' start-row='25' start-col='0'>
+            <bounding-box x1='52' y1='414' x2='176' y2='424'/>
+            <content>AmericanIndian/AlaskaNative</content>
+         </cell>
+         <cell id='102' start-row='25' start-col='1'>
+            <bounding-box x1='266' y1='414' x2='279' y2='424'/>
+            <content>5.2</content>
+         </cell>
+         <cell id='131' start-row='25' start-col='2'>
+            <bounding-box x1='299' y1='414' x2='312' y2='424'/>
+            <content>4.1</content>
+         </cell>
+         <cell id='105' start-row='25' start-col='3'>
+            <bounding-box x1='331' y1='414' x2='345' y2='424'/>
+            <content>5.6</content>
+         </cell>
+         <cell id='197' start-row='25' start-col='4'>
+            <bounding-box x1='364' y1='414' x2='378' y2='424'/>
+            <content>3.3</content>
+         </cell>
+         <cell id='66' start-row='25' start-col='5'>
+            <bounding-box x1='397' y1='414' x2='410' y2='424'/>
+            <content>2.4</content>
+         </cell>
+         <cell id='215' start-row='25' start-col='6'>
+            <bounding-box x1='430' y1='414' x2='443' y2='424'/>
+            <content>5.0</content>
+         </cell>
+         <cell id='231' start-row='25' start-col='7'>
+            <bounding-box x1='466' y1='414' x2='476' y2='424'/>
+            <content>—</content>
+         </cell>
+         <cell id='251' start-row='25' start-col='8'>
+            <bounding-box x1='499' y1='414' x2='509' y2='424'/>
+            <content>—</content>
+         </cell>
+         <cell id='210' start-row='25' start-col='9'>
+            <bounding-box x1='531' y1='414' x2='541' y2='424'/>
+            <content>—</content>
+         </cell>
+         <cell id='182' start-row='25' start-col='10'>
+            <bounding-box x1='564' y1='414' x2='574' y2='424'/>
+            <content>—</content>
+         </cell>
+         <cell id='44' start-row='26' start-col='0'>
+            <bounding-box x1='52' y1='402' x2='123' y2='412'/>
+            <content>Nonresidentalien</content>
+         </cell>
+         <cell id='135' start-row='26' start-col='1'>
+            <bounding-box x1='266' y1='402' x2='279' y2='412'/>
+            <content>2.7</content>
+         </cell>
+         <cell id='187' start-row='26' start-col='2'>
+            <bounding-box x1='298' y1='402' x2='312' y2='412'/>
+            <content>4.8</content>
+         </cell>
+         <cell id='94' start-row='26' start-col='3'>
+            <bounding-box x1='331' y1='402' x2='345' y2='412'/>
+            <content>7.8</content>
+         </cell>
+         <cell id='146' start-row='26' start-col='4'>
+            <bounding-box x1='364' y1='402' x2='377' y2='412'/>
+            <content>9.5</content>
+         </cell>
+         <cell id='220' start-row='26' start-col='5'>
+            <bounding-box x1='397' y1='402' x2='410' y2='412'/>
+            <content>7.3</content>
+         </cell>
+         <cell id='207' start-row='26' start-col='6'>
+            <bounding-box x1='429' y1='402' x2='443' y2='412'/>
+            <content>2.1</content>
+         </cell>
+         <cell id='35' start-row='26' start-col='7'>
+            <bounding-box x1='466' y1='402' x2='476' y2='412'/>
+            <content>—</content>
+         </cell>
+         <cell id='37' start-row='26' start-col='8'>
+            <bounding-box x1='498' y1='402' x2='508' y2='412'/>
+            <content>—</content>
+         </cell>
+         <cell id='233' start-row='26' start-col='9'>
+            <bounding-box x1='531' y1='402' x2='541' y2='412'/>
+            <content>—</content>
+         </cell>
+         <cell id='177' start-row='26' start-col='10'>
+            <bounding-box x1='564' y1='402' x2='574' y2='412'/>
+            <content>—</content>
+         </cell>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' col-increment='0' row-increment='0' page='4'>
+         <cell id='27' start-row='0' start-col='1' end-col='4'>
+            <bounding-box x1='376' y1='732' x2='425' y2='742'/>
+            <content>Yearofdata</content>
+         </cell>
+         <cell id='40' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='36' y1='718' x2='65' y2='728'/>
+            <content>Source</content>
+         </cell>
+         <cell id='26' start-row='1' start-col='1'>
+            <bounding-box x1='233' y1='718' x2='269' y2='728'/>
+            <content>2007–08</content>
+         </cell>
+         <cell id='41' start-row='1' start-col='2'>
+            <bounding-box x1='333' y1='718' x2='369' y2='728'/>
+            <content>2008–09</content>
+         </cell>
+         <cell id='16' start-row='1' start-col='3'>
+            <bounding-box x1='434' y1='718' x2='469' y2='728'/>
+            <content>2009–10</content>
+         </cell>
+         <cell id='37' start-row='1' start-col='4'>
+            <bounding-box x1='534' y1='718' x2='570' y2='728'/>
+            <content>2010–11</content>
+         </cell>
+         <cell id='14' start-row='2' start-col='1' end-col='4'>
+            <bounding-box x1='351' y1='703' x2='452' y2='713'/>
+            <content>Enrollment,inthousands</content>
+         </cell>
+         <cell id='30' start-row='3' start-col='0'>
+            <bounding-box x1='36' y1='692' x2='62' y2='702'/>
+            <content>Actual</content>
+         </cell>
+         <cell id='12' start-row='3' start-col='1'>
+            <bounding-box x1='240' y1='692' x2='269' y2='702'/>
+            <content>49,293</content>
+         </cell>
+         <cell id='24' start-row='3' start-col='2'>
+            <bounding-box x1='341' y1='692' x2='369' y2='702'/>
+            <content>49,266</content>
+         </cell>
+         <cell id='1' start-row='3' start-col='3'>
+            <bounding-box x1='441' y1='692' x2='469' y2='702'/>
+            <content>49,373</content>
+         </cell>
+         <cell id='22' start-row='3' start-col='4'>
+            <bounding-box x1='541' y1='692' x2='570' y2='702'/>
+            <content>49,484</content>
+         </cell>
+         <cell id='7' start-row='4' start-col='1' end-col='4'>
+            <bounding-box x1='331' y1='670' x2='472' y2='680'/>
+            <content>Projectedenrollment,inthousands</content>
+         </cell>
+         <cell id='15' start-row='5' start-col='0'>
+            <bounding-box x1='35' y1='659' x2='207' y2='669'/>
+            <content>ProjectionsofEducationStatisticsto2017</content>
+         </cell>
+         <cell id='44' start-row='5' start-col='1'>
+            <bounding-box x1='240' y1='659' x2='269' y2='669'/>
+            <content>49,644</content>
+         </cell>
+         <cell id='39' start-row='5' start-col='2'>
+            <bounding-box x1='340' y1='659' x2='369' y2='669'/>
+            <content>49,825</content>
+         </cell>
+         <cell id='19' start-row='5' start-col='3'>
+            <bounding-box x1='441' y1='659' x2='469' y2='669'/>
+            <content>50,067</content>
+         </cell>
+         <cell id='25' start-row='5' start-col='4'>
+            <bounding-box x1='541' y1='659' x2='570' y2='669'/>
+            <content>50,353</content>
+         </cell>
+         <cell id='5' start-row='6' start-col='0'>
+            <bounding-box x1='35' y1='648' x2='207' y2='658'/>
+            <content>ProjectionsofEducationStatisticsto2018</content>
+         </cell>
+         <cell id='28' start-row='6' start-col='1'>
+            <bounding-box x1='240' y1='648' x2='269' y2='658'/>
+            <content>49,470</content>
+         </cell>
+         <cell id='11' start-row='6' start-col='2'>
+            <bounding-box x1='340' y1='648' x2='369' y2='658'/>
+            <content>49,623</content>
+         </cell>
+         <cell id='32' start-row='6' start-col='3'>
+            <bounding-box x1='441' y1='648' x2='469' y2='658'/>
+            <content>49,788</content>
+         </cell>
+         <cell id='23' start-row='6' start-col='4'>
+            <bounding-box x1='541' y1='648' x2='570' y2='658'/>
+            <content>50,034</content>
+         </cell>
+         <cell id='20' start-row='7' start-col='0'>
+            <bounding-box x1='35' y1='637' x2='207' y2='647'/>
+            <content>ProjectionsofEducationStatisticsto2019</content>
+         </cell>
+         <cell id='52' start-row='7' start-col='1'>
+            <bounding-box x1='263' y1='637' x2='269' y2='647'/>
+            <content>†</content>
+         </cell>
+         <cell id='33' start-row='7' start-col='2'>
+            <bounding-box x1='340' y1='637' x2='369' y2='647'/>
+            <content>49,265</content>
+         </cell>
+         <cell id='17' start-row='7' start-col='3'>
+            <bounding-box x1='441' y1='637' x2='469' y2='647'/>
+            <content>49,312</content>
+         </cell>
+         <cell id='34' start-row='7' start-col='4'>
+            <bounding-box x1='541' y1='637' x2='570' y2='647'/>
+            <content>49,386</content>
+         </cell>
+         <cell id='10' start-row='8' start-col='0'>
+            <bounding-box x1='35' y1='626' x2='207' y2='636'/>
+            <content>ProjectionsofEducationStatisticsto2020</content>
+         </cell>
+         <cell id='29' start-row='8' start-col='1'>
+            <bounding-box x1='263' y1='626' x2='269' y2='636'/>
+            <content>†</content>
+         </cell>
+         <cell id='55' start-row='8' start-col='2'>
+            <bounding-box x1='363' y1='626' x2='369' y2='636'/>
+            <content>†</content>
+         </cell>
+         <cell id='8' start-row='8' start-col='3'>
+            <bounding-box x1='441' y1='626' x2='469' y2='636'/>
+            <content>49,282</content>
+         </cell>
+         <cell id='6' start-row='8' start-col='4'>
+            <bounding-box x1='541' y1='626' x2='570' y2='636'/>
+            <content>49,306</content>
+         </cell>
+         <cell id='3' start-row='9' start-col='1' end-col='4'>
+            <bounding-box x1='282' y1='604' x2='521' y2='614'/>
+            <content>Percentagedifferencebetweenactualandprojectedvalues</content>
+         </cell>
+         <cell id='2' start-row='10' start-col='0'>
+            <bounding-box x1='35' y1='592' x2='207' y2='602'/>
+            <content>ProjectionsofEducationStatisticsto2017</content>
+         </cell>
+         <cell id='49' start-row='10' start-col='1'>
+            <bounding-box x1='255' y1='592' x2='269' y2='602'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='43' start-row='10' start-col='2'>
+            <bounding-box x1='355' y1='592' x2='369' y2='602'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='46' start-row='10' start-col='3'>
+            <bounding-box x1='456' y1='592' x2='469' y2='602'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='13' start-row='10' start-col='4'>
+            <bounding-box x1='556' y1='592' x2='570' y2='602'/>
+            <content>1.8</content>
+         </cell>
+         <cell id='4' start-row='11' start-col='0'>
+            <bounding-box x1='35' y1='581' x2='207' y2='591'/>
+            <content>ProjectionsofEducationStatisticsto2018</content>
+         </cell>
+         <cell id='48' start-row='11' start-col='1'>
+            <bounding-box x1='255' y1='581' x2='268' y2='591'/>
+            <content>0.4</content>
+         </cell>
+         <cell id='47' start-row='11' start-col='2'>
+            <bounding-box x1='355' y1='581' x2='369' y2='591'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='36' start-row='11' start-col='3'>
+            <bounding-box x1='456' y1='581' x2='469' y2='591'/>
+            <content>0.8</content>
+         </cell>
+         <cell id='42' start-row='11' start-col='4'>
+            <bounding-box x1='556' y1='581' x2='570' y2='591'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='18' start-row='12' start-col='0'>
+            <bounding-box x1='35' y1='570' x2='207' y2='580'/>
+            <content>ProjectionsofEducationStatisticsto2019</content>
+         </cell>
+         <cell id='45' start-row='12' start-col='1'>
+            <bounding-box x1='262' y1='570' x2='268' y2='580'/>
+            <content>†</content>
+         </cell>
+         <cell id='50' start-row='12' start-col='2'>
+            <bounding-box x1='363' y1='570' x2='369' y2='580'/>
+            <content>#</content>
+         </cell>
+         <cell id='21' start-row='12' start-col='3'>
+            <bounding-box x1='452' y1='570' x2='469' y2='580'/>
+            <content>-0.1</content>
+         </cell>
+         <cell id='31' start-row='12' start-col='4'>
+            <bounding-box x1='553' y1='570' x2='570' y2='580'/>
+            <content>-0.2</content>
+         </cell>
+         <cell id='9' start-row='13' start-col='0'>
+            <bounding-box x1='35' y1='559' x2='207' y2='569'/>
+            <content>ProjectionsofEducationStatisticsto2020</content>
+         </cell>
+         <cell id='54' start-row='13' start-col='1'>
+            <bounding-box x1='262' y1='559' x2='268' y2='569'/>
+            <content>†</content>
+         </cell>
+         <cell id='53' start-row='13' start-col='2'>
+            <bounding-box x1='363' y1='559' x2='369' y2='569'/>
+            <content>†</content>
+         </cell>
+         <cell id='35' start-row='13' start-col='3'>
+            <bounding-box x1='452' y1='559' x2='469' y2='569'/>
+            <content>-0.2</content>
+         </cell>
+         <cell id='38' start-row='13' start-col='4'>
+            <bounding-box x1='553' y1='559' x2='570' y2='569'/>
+            <content>-0.4</content>
+         </cell>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' col-increment='0' row-increment='0' page='4'>
+         <cell id='3' start-row='0' start-col='1' end-col='4'>
+            <bounding-box x1='367' y1='444' x2='436' y2='454'/>
+            <content>Leadtime(years)</content>
+         </cell>
+         <cell id='15' start-row='0' end-row='1' start-col='0'>
+            <bounding-box x1='36' y1='430' x2='65' y2='440'/>
+            <content>Source</content>
+         </cell>
+         <cell id='31' start-row='1' start-col='1'>
+            <bounding-box x1='247' y1='430' x2='253' y2='440'/>
+            <content>1</content>
+         </cell>
+         <cell id='28' start-row='1' start-col='2'>
+            <bounding-box x1='353' y1='430' x2='359' y2='440'/>
+            <content>2</content>
+         </cell>
+         <cell id='22' start-row='1' start-col='3'>
+            <bounding-box x1='458' y1='430' x2='464' y2='440'/>
+            <content>3</content>
+         </cell>
+         <cell id='17' start-row='1' start-col='4'>
+            <bounding-box x1='563' y1='430' x2='569' y2='440'/>
+            <content>4</content>
+         </cell>
+         <cell id='7' start-row='2' start-col='1' end-col='4'>
+            <bounding-box x1='246' y1='415' x2='557' y2='425'/>
+            <content>Absolutevalueofpercentagedifferencebetweenactualandprojectedvalues</content>
+         </cell>
+         <cell id='4' start-row='3' start-col='0'>
+            <bounding-box x1='35' y1='404' x2='207' y2='414'/>
+            <content>ProjectionsofEducationStatisticsto2017</content>
+         </cell>
+         <cell id='32' start-row='3' start-col='1'>
+            <bounding-box x1='247' y1='404' x2='253' y2='414'/>
+            <content>†</content>
+         </cell>
+         <cell id='14' start-row='3' start-col='2'>
+            <bounding-box x1='345' y1='404' x2='359' y2='414'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='20' start-row='3' start-col='3'>
+            <bounding-box x1='451' y1='404' x2='464' y2='414'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='18' start-row='3' start-col='4'>
+            <bounding-box x1='556' y1='404' x2='569' y2='414'/>
+            <content>1.4</content>
+         </cell>
+         <cell id='1' start-row='4' start-col='0'>
+            <bounding-box x1='35' y1='393' x2='207' y2='403'/>
+            <content>ProjectionsofEducationStatisticsto2018</content>
+         </cell>
+         <cell id='26' start-row='4' start-col='1'>
+            <bounding-box x1='240' y1='393' x2='253' y2='403'/>
+            <content>0.4</content>
+         </cell>
+         <cell id='23' start-row='4' start-col='2'>
+            <bounding-box x1='345' y1='393' x2='359' y2='403'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='11' start-row='4' start-col='3'>
+            <bounding-box x1='451' y1='393' x2='464' y2='403'/>
+            <content>0.8</content>
+         </cell>
+         <cell id='5' start-row='4' start-col='4'>
+            <bounding-box x1='556' y1='393' x2='569' y2='403'/>
+            <content>1.1</content>
+         </cell>
+         <cell id='6' start-row='5' start-col='0'>
+            <bounding-box x1='35' y1='382' x2='207' y2='392'/>
+            <content>ProjectionsofEducationStatisticsto2019</content>
+         </cell>
+         <cell id='21' start-row='5' start-col='1'>
+            <bounding-box x1='247' y1='382' x2='253' y2='392'/>
+            <content>#</content>
+         </cell>
+         <cell id='30' start-row='5' start-col='2'>
+            <bounding-box x1='345' y1='382' x2='359' y2='392'/>
+            <content>0.1</content>
+         </cell>
+         <cell id='27' start-row='5' start-col='3'>
+            <bounding-box x1='451' y1='382' x2='464' y2='392'/>
+            <content>0.2</content>
+         </cell>
+         <cell id='13' start-row='5' start-col='4'>
+            <bounding-box x1='563' y1='382' x2='569' y2='392'/>
+            <content>†</content>
+         </cell>
+         <cell id='2' start-row='6' start-col='0'>
+            <bounding-box x1='35' y1='371' x2='207' y2='381'/>
+            <content>ProjectionsofEducationStatisticsto2020</content>
+         </cell>
+         <cell id='29' start-row='6' start-col='1'>
+            <bounding-box x1='240' y1='371' x2='253' y2='381'/>
+            <content>0.2</content>
+         </cell>
+         <cell id='25' start-row='6' start-col='2'>
+            <bounding-box x1='345' y1='371' x2='359' y2='381'/>
+            <content>0.4</content>
+         </cell>
+         <cell id='10' start-row='6' start-col='3'>
+            <bounding-box x1='458' y1='371' x2='464' y2='381'/>
+            <content>†</content>
+         </cell>
+         <cell id='9' start-row='6' start-col='4'>
+            <bounding-box x1='563' y1='371' x2='569' y2='381'/>
+            <content>†</content>
+         </cell>
+         <cell id='8' start-row='7' start-col='1' end-col='4'>
+            <bounding-box x1='337' y1='348' x2='466' y2='358'/>
+            <content>Meanabsolutepercentageerror</content>
+         </cell>
+         <cell id='19' start-row='8' start-col='0'>
+            <bounding-box x1='35' y1='337' x2='71' y2='347'/>
+            <content>Example</content>
+         </cell>
+         <cell id='16' start-row='8' start-col='1'>
+            <bounding-box x1='240' y1='337' x2='253' y2='347'/>
+            <content>0.2</content>
+         </cell>
+         <cell id='12' start-row='8' start-col='2'>
+            <bounding-box x1='345' y1='337' x2='359' y2='347'/>
+            <content>0.5</content>
+         </cell>
+         <cell id='33' start-row='8' start-col='3'>
+            <bounding-box x1='451' y1='337' x2='464' y2='347'/>
+            <content>0.7</content>
+         </cell>
+         <cell id='24' start-row='8' start-col='4'>
+            <bounding-box x1='556' y1='337' x2='569' y2='347'/>
+            <content>1.3</content>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..2316c32811c5847981627725e9c7587105b5f7ca
GIT binary patch
literal 55082
zcmce;1z1#F*DyRY^w1rG4AMCXLy2^EcMo0CDuQ$=p)>*t3J4Mc(jYA;f(QZv5~7HL
ziXxyO_@5bXZ@uGrzvq9y>-uJ{GiRN>*REB2t+fyE8>*^{BPB3U{`;HhrBEaqhJg7y
zdqL&p;kr0K_h1hg5(5+&!__@~f^mT`xVn#1FisWc;_r%6P=E#n2jZN3q2X5tt>-V#
z57D1ra?l(sXt{8UKZbo_yZpv<a#5>xn$(%hPY7c7+<L_eYar{7*vnbn*ykr%sWjiu
zX}5{sa)qK(^SiGqoImRp<*GGm74!YsxLeeA$GwkNPkMd3ZB^zkJ*gM9y-HnC;<8)z
ztnt)B|9Dc|)6Jumq0TWY>zAi_L<Fi@Yr}ir?_ocj*j;OV!7o2twnFyw;=9M*Qu6g3
z@1``rv7VFbt2jQd-gw&a1pU>T>6>&DpUSi?zIT3SX<@z?v=CO5f?3lV)V3dF_iOD+
zeqV5%d)K%B#`NTo;z7;(sGdF4!SOua%S^i8Hy$1OFR6XEG&8%(S9<Z~9WH@KSvD_L
ztCASU&}mD<dKH)}%X*MgcG;QESIljucYPLwcM*C1;hAbxnac*>hj;tULpbia95yXg
z^0w8=-nBR+*Qx2<imQ;9MLzS-A1Z2Dlac4h_6gk@6PMF1q}jX<3ZUO^XBpcMKvD(S
z*-4O&dn3LOKU<(yxj$7A`?lqsw3YiZ7fHvmO`=lzb#_O4<Nm^`Q?-Gk&Sq*VGb=fF
z?g%DtEI?q4r^i+t)Qaxo?ASq_#=5liCecPj7RTa|7cx9?kgKj4cHGP6Cej+-1)#~t
z`RY4)Tn8ctdrPY=$OAtTP-Qjb+SBxo_i?nSdba8Qo<@I*(xDGLQHL)N>Deg2CHLI@
zE$ANcX;piWy|H1`UEyBcj~tZg;<&Y1+=bk@feZdjdJa)%yf3j&J71N~R>na`<;hM1
zN~7ixdURSRg{7Q|Yl|(`;ABW#PMu@5|IxRc!({s^RhE!`_0Y{@2+|z!s>+#nt2B`B
zUNnZ85=2dAiOuZbN}oE{^p7!FZ&{ol(gZFz1-}}0W7K!-o$`GqbgJ^%fYaavspZ1d
zg-Y+F0m!;m0mrq**qBQ#Ek3;I8p>VYz@WM?m2IUfHK7$|*{j|YHMiJ@n;Q3Xl-8jj
z7Ls~xlI6@dhX_Y=3$ujQgqh;G(^%cI=gSr*Xnj?lIc4NBX(Y|a?YIUWP4y*e4HAJ1
zyyyBA17oY-#(K?J!0E{pyA&K)Ggq!1?T8G1v#=sw^L;90BNW*vt^Pj1XRlkIg!!=3
zOi_T2jpS)^j?(^B_jpO=EJX)3usP^?SL&i6^;9Wh_NA725xw|H2{jC3t#DyelKghN
zp1fKNuQ2fyspw&ElB9kJu5RXPF9+GzN;bX(r=<7q{k!kCM5&K!u4tW=RH7)6Sq+)g
z)p&N*wv8JUI545MeC(M|%aPSPk#nTSWWHo})GXaLCdRgW)csUtITYlx*W&>?6E9Qf
zO4ixv8%6!}qa!LKJLCJwXNP9Aug=->s9p#-5u%vGL&I<equkvRnB^lUyczK}e1PM^
zaVHk-CowE@506}hn0om?Q3)|^RPi?~C{ja$<&7&(nr3^`dZ^8-u;%A?b6deP4>DUs
z9GNwSb>-wQJT+OGdoq5VBfY-=NmYg2{N{SirKuj5m&usaa`{0utRd*6bn^K@H+t4(
z_IkkpbvlZR{HW|VNaj8I5_ZqJYr8EfSo!AJ>d{@rP|e6#&tC5HiI?ptNmRG4uakth
z-BKo3ArsK<F&fATEKBs`U^XuJa7f*3p(yu?OzX~&*qyzJu(~BWw1rIi`^7rMF_pU6
zEAmFNr?_<2QpLz*Cv`pzsM4Kz0D4R2JSp0Wen!f;!=(Pjy3f;Q?t}`<(+56cdZ?fb
zr?*Lq;TD<UI4nK+?NqI7Q({#Qq9hp!-D9va(0X(c=a&cx+H3G*G7lP37s&OPB0y(v
z_$5u4l)OB8EX>5Ub#GI@J%nycGB_HHp*68p#GdVy@8c*Sx1M6S)jf1W{^1Le5r}}=
zM-U0UW)Y<T|F;q&;pR1~0sBDV<xVEQLY6Gn&YBo~T}5Rc<MN53%vAG_GQHE|*-itw
z&v4=*^cJ|@X?x}Z@!3@)Kc`e|)YnlG@mb+E{`V&=zKAonh+zw8!#`ni+v9o^zVcOq
z`Vqo6TDCM!Ka@VAUSdAIVv?5Go3(^eg<be?p%-0Hsn`>y4uN5EJbGYTJ0nD77cE_8
zKIgZn8IjeuN)|C}Oeb7UNgtqsF1S%?x>E>Mj$Jw-3C@I63==h>L@7V@(3h&lPgpr?
zQJM&~3}efSFW#{<Xk=5cAh$A-FQenz0HIoQ-7hOkgFNVVshg9EGf2(X*`4(T*s?Sk
z)9N)++caL^xzfh}@^R@`$<c__v2yBS+R0U#<7-qJX)>GF<}>=01}>7re4XX149cFr
zIgjCZb~FdibvgYa(1D2G*q)O|iD-(>wrij>QC{Kjn!W{Bc|?!#oHX6Iz~c4ZXthrP
zFmivJ{w(&Ck8W`S;@s*wH1p<I#w2In`j^T+qlLGj5%*Xo?wOk@r>UKldawBCtbj+M
z)mX`h*e<#6S~T&^^9b5&B`H-SOg3i9HS(n)V8*M|m$XiwA49i4`J{H~rO%fW7s&X$
z?b?H{BQPTlGc@Rer_bDbkhMqkTSJALjrTWt#4*Cb32RPC!<$s<OS*ln3pC~I8mBca
z87EFiWo8_H&i|(CCa3f+a!t!`C7^cWiEN1|tzbJ};8BI^%0|c#O*D;iu(L|Tqhwvq
zi2Y*7Lg}P|eY&_N16lh7%@uy8eN{7g&#M=e6?n8&74EzyI&Rr}`}-i#Q8w~95;nrJ
zG?wJ78!rBJb<b1=lGoQCyQmy-AyUu7W})w4>nj#XTDi4;G0PfGfs#_1GcUoPHydQW
z3-~<hvF5z}rD5zUIJ0Xi-+?o5QO)i4aT=cp4v@pi;sqGL<-$$riG8WV8@bedBk3~N
zS!M)hT7{dNy;J$d9IdU-y-PSaXq}`SWF0s}-Bn!`T*`LxFQmClcku8!gF0+%!@(Ll
zappK2&To`I)EThKFZCjWJ>Z6|yUfKl=2Iq8jmo2}WGU%YiBh^{d0w0!%a%+-6N*zf
zM2U~(rDqgNSszL}35l~%5EnXe@@U3IyTf22WZ(*}QAao8I=DRt)yUQM+fJWjMyPMx
z*PJp+=KP|(ldIi-5kY?A)w(L=(p6IRuj@~=PQBS-I#Pwz#kQrAws^x$<jK!Bn_Q_<
zLSY0MUOOt?7gN?gdc~ig>yVNWHgRPNHl;oNY-{Gs=a-a}^C_JS>VmUAucODhE0fIp
z1a7ULd6y$F5`l7jwgO>(b`h$W$D82T*-(M<8xFj7dR!}j<C@`Ce7)kCfa}bv*N(@1
z3eP&^Es}V#C$9&dv0rK|i{tXqm8avnpZaY3@;T;WMSbO|S@gTqXklR&%~7<5fmRXA
zsqJ-&8&fjGRXW5Vt-y2;5$-M5G9{A36Z-(mrC^zDm9s6QV;sY##>5*5S{ZZ)wcWZk
za^<wukfMOQt8U@f4B0o%qQbHE8;KP45bxJP#_Z?-QNPTgAcgxKeYX<33Yt!nbT&FO
z3qMd_sF?zV@2-8JO_<{7gdN7@r^wShu5$O<jvCbowJJE3%?fX=A)Edr%3I+ZAI_Hc
zOvU-kSPK=8rVDClh?+jq(u$Mnc99Zm5#$lLy(I`Y(pDn+k&TquW-YCrJLcJ|1~~}#
z5YGI_A%GjD^3tEl@f{=2Fuj(iz73+P`0V=Z;2rV?;@0Ujnmu8%gh%6QnnE7(-bN;!
zs4`>PqH0&A*e;@hphp-qWNx{4SJO3Udbl=URz^0aUzpTicsFsRFFLL9s>zzPcXwNO
z>(D*57qV|JU$~`gH?#YwAizmzHiYKG&BD)BRoxy<5A{4pI~G2xWx_r=uF5p@p&!Tl
zbq`G{o5Hs~v)a<fg`fYL0=tGf$04`(KxXyE=93eb8f8yaTd*sGtPg7rVhdvhKnGMR
ziq{Ht&tJ?)wDW#E(C4TY6<z+ocIeV4l?(j$#YlCI&OTXuwn(}z8^hCfGA-Ms(Zs!i
zy?(ezX_Or<@nBhIUXNw#ZeCaVk%!)1l|mLMsIjnSUb9mr=8Hk7`Gxg9rV0O#Y$IP7
z?l~wi?bwcmD3Kuo70M{s1eN0F<j%e<W%A1kq6s=3>U>73cKX%MY35_wcY{&}GadBX
zWhi@~=zQxMuA)=#e7edx{gDf|^3IsY>=(v^j*nhEYH*bqo~LTN_1)9&`S|0@>}!d~
zhp6G&4Xo(}QEkoN0@;TwonF6&$-ml`8Lr*}t!>U?znxFmGF;T=4pV-6@ZnQ?&$7DB
z6A7;{4%c}urk*jup4x;{P2|xF1u$jG0$Rlg>6oXX<wO}L4Q-{>dpjHzg3T~9uC=2N
zw{@^?b<J=I>UtXbis=Cx^Z@O_vh}D?%d*0FzEW9&q>8~~CR{)}8G23V;0{Si0T(ok
z^~G214OeB_X6~4zm?e><^Wkt7+vA+J6eRbqEH5fHdax&2^|i@|*2vm-Sj$;$xevs@
zbT96!AJ_-qRGZYBFHzO>7-m;CkMG(~ahK$In-RH{)1!Mm5+rH+Cdl!@*wt6fynKpe
z-x5D!$r`UuDv|mOdbK$uaNF*`U5zMyt^36zl6yVAPrsMHx8&rlQexY*!KAia8vPev
z{SFQazeBWR$2)L-u78A90ECan2vHawKw}Ux&_4>%QvZn7(AfVbT6<)v6ErVH*S)QA
z<J?HrTT8^pWuo^Zr{!zVk4&`TTC@lfozWy>USsoba&z1ZBww<89$wkKJQ9uUoITu~
z7yQNyQRb=tKIdO>u7cZx{NaO0{u|jE*R?4>RBIG*HkDu!S%b2iz?ykW;g3R~@{k<5
z{Kw>LZF?gI#Jc53m!qTConj$(hP!*evfDE6xG6I-)L%GoyQ8-;%4B#fe1>yU`qLxU
z=bZPZcOHn1&WU{xh<fC3CO7Cq7i(W_^f{yotT7dPJROo`m6yR6z2Jgji5ol|nJeTP
z=GJ~`&o**_FZhGLE{D$M<ICiH$+NS@=bl(P(^|d#@Hyvrmy2(bP+Dec=B4*9Pao?q
z8XNjD=EC!ejE8wzNr_K6h^NRv=w^4jy|;9UaSZ(>p}RbL?(^~%g>ndNfJ?zLN!Ed^
znHhCeRr49oSj%V24Ht}9dyQz~`I1!fzOOur`ug&_48=$H6q)N%`FGcDki2jgQ+3>q
ze_gUCE4U5kU7ytV@d^plD*CKbRQO6gyIPE^%(HeECPZ;USRDGjNVvuO)ztURJJLKS
zZd`h0(5*L?H*85WVioO0bLH_&#tS9$r|p$axlctaEjT2CjeJGJ?{H<7HD9ZieP~uw
z9i5SZptq6N4PY=Ky{IY77nJt+{P1K3Qkgex5$c-pgp^0GJk0~yHAyZuKsN`|dvq53
zYB^tW#95t<xyU~eaWeq%aIs@-6>ZpZwk(Ik)X3*4M~?4^b8;b<Y?o4<kE~<VnfGFP
zawe0-9^RSp)aGAR951Cgzl!dE5JhY+ymJ4JRA&k|*n51VQvcjkUT?I=gU<}2_g`vw
zGsU}Xx;3jixS4s1%v@?XA=#E-><=@;nTyJUd!F2Vr=`wN{-nJmz<p@iy{2CFbiwVX
zL-~%$FeVKaYC}ZYF@dpTErvBgb_q`me9bCE&BQ|Dk5<TPL%Js06_1i5(oDtbovl{=
zV|<ckb6#84ctfkgW&27mAv6Lm@>iAzEmgG*M8An4_jPrBv0-E9BT4m0=&6;JMZn|`
z1G?wsg~c+8fCqbQmoG}Ti#Gb6A4(`Gtv;Aqba{MpBCqe|Ddh0uS2;>Ybg?6048tGj
zrL&Tv%;de_sGKPzvPCd7hW2b8HuqZXC>rS`qQfH*7p%osJC7{aJ8cU)7TVu`KEM0%
zdx>B=?X@89G=VYl?7R`q*Bt3{JTIdjw>?Oqzm_*3UYf*5^Q5Wc&g-VhRMO|+0s7oC
zsU0e1toJ>GZQ;vPcQ2C`#!Ozdl=+&pMi;v}fE0gkG`kp)(qDAu!r+H;{b0??hzEm2
zZy9tag(6hzHlGH{L5k*f`@Z8O*7H{N>*nJ!y9XpbyjWBhQ(lm0Bkpxo6>5>=NoS+D
za`f`ZTnw@xXZ84j$q=#vc;-1XDpzpveVlUOiLVoK9<fix)Y*a<)DB1PoMeuL8Jcr$
zR-J&>pBxIc;1btPp1-LnB-3qJ-@n`i^V%oBYO$BoIQy<~HCj;JdvQz(<<n@G$I<)>
zvK`>WSZYV%@@B(bXrrkCw0Ec9si3L9sidbL8vY5E(+Z9?3AN6aeH5vEo$Fwop{)5d
zcI={Q&b#WAwCk((G}bpo>kkw+$WNaWsvOMq#hq;Hj*aN3Z45l0%dC^=?qW9Q=M`0{
zcj<7qN04f3QDQ?(=5=PChX1pcqOMn0GoQa*3Y2)Z^?sv?UeGh%&Hq$nYpZ;0x~ux~
zO^K)Fp>|*;`#gDncfCI4tCE6=aSwXv&qDfBXmeG_)uV4?+0!OTI`zDRF0H1k3(^d0
zVfBQm-(l>YhMWmK+dltpp@X09iQp}?cFx*vQ{pACa*96Eeah2Z>@&8ZYI~<nZ)Rxp
z0+xo_STbh1JC0~5(J)kq-<{|Ic2+)+@=B4kFOl{^QY6ExjFaZB#QXM&RVLNla_Orp
zth`aRktMzUz`$d+D=r>wRR+uctaUTxl@=Rv-y}YB*b84>{^F-<&pvAIW@7N1ck=A!
zh91p_1Qgrmx7e<z?g#bZ&v#o)%yK^|CGD718KsEN1@=xmen;I2vhOk{s<EVJ>}VgM
z+v87-jVNyF$n?Jbp(_fkZj~4QkNt<RuMjpONi6c`{)72vwh;4QWeaPp9|g{<GjwnB
zqgoVgPN2T`ymS*?wDy-tV-(Jg?IKHx;~Ro0G2Y<3H@p_o;*RL~e1X$iyV)2=pXYb&
zV52U|EyEyg?V{m9$@dP+@$Q3o;lQP5_Y%a~*?FHkqYp4H`e|QIrAnSTLxj4@pyK!5
ztxJ|yx!QL7@)ioqKl#$_<hhc}untP|9_sA7_hwQLtDXnn=;E!*NmRqt4euO33O#sQ
z%6pI#@PNH7kM*ki#}Z?^Z?D&u8ZEGmCGIH^?|nPl6IvV`x{6MVtBz^)W{resO{49N
z5iXq*qqP+r=GQQqYKZGWx5n0W`4u(1&gg^TvB6H3wPW2*C+-w$4N<8I)u8A>)WRXP
z<6Srru&f#neWakNbM%fb^1-JU3pV8p*Ld4T24%7>K^W-G?N7Jiwy#Dn5aVRAPZAb`
zdY7c>_bp)={58l7oGJUQjH!HWDpxJhWt?hGQ=jUI4E|dvdPP^QYF$2v)f16Bpc6XA
zI1&2c%jU@>bXFPKnR|mVC8Zay$>(w!4K1xN4H_5<c!WQ=AxZk+q6ja~Wm%KtXp|>O
z=S86_=6RaL5BSUkAW10C>}1tzy4L(GidkA!y8I9vzUNZiIfMa=llB!+`eD?9=4BGk
z&#p3MD<cf1q#`#$${C8q+?lolVGr5klLs_&njWaaGG1MLpz6%`kUg8Q0#r8JNT51D
z3%P5r$gLGk-2`6YpcSt)Q<<Bc+-ZIiY%W$I^HVPeuf9gS@fh0N$~v^PIA;7j)Hi5$
z#?@v|CCdrdT!}q++bytDd(VQc=x#?^#BgN9$M<G?D=#iDMDpm_iH}6ytsSxJ;I(_+
zvu+00Vs)!wmcQpoe*5-2#xMuXyWr@v6Mi|n5A<wO)}FBGuU%Z@Z?lSd^!&wj-@-91
z|9L-dOwLYM$xh0N>W#05wR4*mh3CSVI|HKv8khDEE6Df9j|&Wc{c=2yD?8Z#!BE@Q
zi?y(22{sU=?#l$NHR8pK3X#LzQ%`9kT1ta@FcoSP>O@-5m3MBeK}tF_)3}90CYe|H
z<YBnh>OKQ5;*@|Es<20cS4Hh#nz~**doN*mTn15jV=limKG^M^+=5iK8b>&7eF({;
z+2zYpTicH|*SJ5RPnojb9C@2w{fOa9ulSa_+ul<@2mhmo(zmcMGdJJKSyqx^voYMt
z@dq_zF|$$BmYy{(AJ0*{f?{ugLOIHG()k~Ov12#ySU$GxpsWlavCVRde<gMsal1b-
z8IEB=JH?;lYUxuN-ABAugn%>VgiI!EK8GkiI8GaOrHE)SS=x{aJE&#IbOF-8ZlVNM
zxzhrvyV}$1z_!^wa4pM;Btsf9_;JA66+(G!ZT-c?84hE$^+tR2!P#|~Nge-gdygqX
zOC+GPbW1I{Yi-s$*&=I?gN@UK=V0dTQSWQIXlRqX>47ZY<a#~WCST}kzw+mW*NllI
zv*vFXS7KPZ(*}BP%!+68-R&zjj4)buWN}h+E*?gX_BwH|ZJJeOY;JgcH2k11J??`=
z;h22s<s1}Q3?<S^?T!oH3A@u{f0|S51~0;nc&&BdO&OvVI>0ctC!RGYk$3l?iYGPJ
zKlNq~`!(gar<!-%D4ySUkB*steygd1<+3#RWfQ55ZVCmTk=<(E+7(3&QI0a$<qX6q
zS&D^+2zb%mf`({A%s|D_9olfx$Kp~E@%sg#dL>4+b_L}%A-0%+7rGZ>I-?I|PibEj
zgs6Q?>78A7J?k;bmDbjuey$;w>gZ-<MtF<ON#*QtXB`$csyr}T{Z05ukp!pr=4LDH
zr^MOLc~#54e@^EpVtVx?gGF9tFjH#)OK803Y67!5k+B$>O(nL(?!}geL&UPO4t8{z
z_*-=mtGYHxE+khy-!&>(*!gx;nNFJaq1g&ooG7*&IaBob=`a;_>z68Jr(hHHo<*2`
zS>yA`W*eGE8M_UTLctdT0%=<37Va}kT!vyvE;;2<(Y`6q*o@Ji9+Oy>V#2V9$UVTM
ztkPZLXDrK{;ke?*FkI=m{$;}9p}wP~b1ryO>m91k#Hb3A{?2WBr7Yc;**w4C#@ich
zRIZNN)UN9-TGJi_30m-rPcR}*Bx!9u$aDrvgN7zS%qG@y*cW61GGS<hZ3<!~_L084
zDryUk(#?8<PeIQT*yxz4U1Am1)*U@c65SK0mn0moQ1_CIf*k`z<^@cgr*tM6O{Y%K
z-7va~nZ6$PEaIw)exCU2P)d$Wy5?<NEund_;#pxSWI+(0zTjD^Mn+Lzj5?HRN5T-s
z=EL~GCwcY0x=o=IB27b@{<W0B%UxHmvhYDif6J7|!PmA1UPKSwJ9&F|N9#n{iIFSl
z^1esvt0FeiT;h&uZc*(eyP`SY-@GjA&^q4fQ#GjZ<o$4J$8#?u-{I7dcaaxzISazC
zTH&(z<yBcqD@yN1=lNYSd9C?iD6Xvnd7iebbl$x1X`l6Bd5ra(HAAJbzVB1P_V<p}
z%HB5zBbx4V?;I7^@VYnzS9@(g@9?^_@1|rQruT}JrgE-n>a=iP#vSRga-nhg!qi@d
zD^0Y|Pf~8sg@58m@JH;cnS^kQeqy1Ey#4Nr%3Y2`vl1(+!U*T|fC!Gq9bcnRUwu22
zIx76`HgVN@ncv01b-mR(9WGtI*TYI0cJW2{R{G|lS81DqUAqD`UzVSZ*Z8h>K#zI+
zsgZe>&4}CPmrm+Dy1z)H#_bh%a&eeMTI}6Nt09SQHG{aTLGx_0)gIXAvalpMoe=km
z`J-09jr+EgqlmTkHiS%5*vp`Ii5i+W3&g72PJ4))qdK>~+0zhJNfF>|Agw!Gf9jaR
zrE?`W--<VBlsvJJ&1=55&wLnn5X9qqKHF6RLeCW@Pnn!(Qub<H)J0@>XN<@_vGVTr
znT-fH_w(hlaLOZWQTb!rrnDj!gTVbnF9(^DL^M-J@^PuB5aTkU@y+h9k1;`E#CB1#
zJpv7PPLI>Ol^wm7UEbo0@aQ2^UpjwxPI~O~__1|M7O`*s%x5%nKz-{lQY8h7xS3-I
zYksubl2(vgq5-ST4aG#Cryq-2o>a`{t&g^!Y94zUC0+N<v(G8aW{0-^#B=^L&q_|Q
z^*j32(MVnPud>OYG3w;Iw>Bg5_4=Z+e%r^hbnO?WmGh_BNoT^G>Wh05hGyymAi<wN
z<mx*<H#TnF{_M1t@hmzd?5JEQ0Ve4l(?m{&cyWVzE3Z9j!lINco+I>FLA7+`+qV1-
zTIpsXjS}mDO|9YlEcn9fstQB_NqzB{>7lKG!6tLf{S$Z1s4DEI7haqD35=T~iR9Q1
zEmAC(Hshidyv8RIcE3$Ns{SyNY!ExG@+eJ#nu8)Z{$qC#sYUwESgmrl?9`3(O=bi8
z0aaO+ltp7(92GD9(wDeyo?hZQ??feex_-DAO~dkT<2lFM(th`ENjuFu(bb)l@nh;~
zyEv99@#{Uw$SjFy?_B?|F_!S1%cfoF3fs0%YUXjzgXxgp<9rd-BwOb>J7lfdz~P|Q
zYh#iQ!@kt>k3R|@jEj5jH51FZHwb-OQtutlE+6-F;-fjWnn50ayjj|!IPN|D=@vVS
zhjZxddZp~QAogy)!v1|0Xn=mLlZswWbEC}bs}4M|+!jUS&kffDy25SmCf0sjig#*H
z6fe?KHPFKz3#Q$Q^M6mP`LN<_=;37DJzMY@gQ-3GR2}TGmcl9?3#lzRvM<7w5-yc(
z(Y-|qE~*8PM}b6W%eqJk+a)Up9)H>82z>=tEUi@HLfHOz4`wgh3RUDye|fSZbHxzZ
zoHwEKX?#C4tbS)Wa)0cUEuC`T_lIA$H=|~y)|UR^l@q*eyjPBr#-e|E<&wyMWQ8PA
z|4mltoh9Iv<Fi8iG5NNYX>rTBpvf!MUmokPO6LTw51f3=<Rhw*oT4dnni~dxoL168
zxmCiDJ+-P^f#%{?jp^vw6K6^FKcuJErN0yP%D?lIy{%!gAL`&(sr0tcgBN%ACd$TW
zvQK@49%9IjsT(G(&DgK#)6>#TN>5=Fx3l*aXTThKOfHdouU#9F8-t(FvS*Sb?O)H+
zKg~n*9R}Y?-Nv=6pGg@@b*h4#I&@4~nGv|B$Le``aUngj<ok=Fv96Y4)e>myBs(Zy
zZ(M#Txvzj{uxZG;Ec-r0uii(U!GC)1G)vQ~ej;(CiADsJ^7$uvB~1jqM#Mggr~&Eq
zp8a(cv9Jh4H~yw^rl<yu;Tx-_b=m{d&)y{kN7oGW?(N<hq2B*2&ap4f8lQR+cL*cb
zKixB@B&3lNKYJa9Q81%RI9~;uQV5|VJ^vQCOAacPbgMDO@jj&EyJ^azt8$Nny?p7D
z@Eh)r!f&t&%!f`TDUqutna6hD*i3z%mr&tP{E*AZ&s0t)X%V=_t9^^xj-RwhS2`hu
z(a=lha@4+zwXdUem-^}Uu}?KMk{idGP!k+#7FGqDfw5AgZ_^-TZ|=JlX<$k7eUUem
zh1BMKE=o;EX-t`2D<_@n6C_sKcIf&_`{B^4T~yE*>J~U;Yq<zD0*jG=>_N**Vva&l
zqu7b*7#r0yFGmGU5wpl>0WLE2q_Z#%ZDIG&NV#j=n(L%KJa>s!i1^=uwU2v5=UE#n
zw`;}1s8Y2IW^ipJoSv6&U)X08zfQMQ-XUfUZ-CHOFr+HRq7@~I4zEZrsf~CX^}48n
z94U^i3NWwa#YbQ!vWQs{&eKBnB*X*4UsoO2d90X2h24}iC*qL0St4t4{_kSD7)Bxa
z4A|@6$ltTFD$c%p5*N?l-A73ZJuViz?He-a8cL?W!jZBNkAAp<eVBXNt&WeptN~+F
z*sUQ=SE{0kenyw$stb7<kr*cN^|-2>Fza(zl$`3JWRh|w&A^3^W5q%>a&#1|22{vR
zr8s$k7z?_4pHb?e=!Ax`u-e#@!J!I5A?Ygjhi4x5zEI6Yh+69IIc7pwsP9nu-jGf9
zDY#uzHR^oE&V4V$Do&Yw-;L{7Fz%DVkYawI2DOrNnVtc6uTyL4<)UZf;jNZLVap|a
ztKvMhRUULyZ#YHx#e7q4om=UF*sC6-F2>>n8G21{XSmJ1KSIl5)j(QgTa$hJUT&;y
z+nk7iRvB=ATx;cNaUX%+V+S)&+DMW^V99H>ll(V8F%+-zN%PRcoHyX>VvmfPp7A}L
zweOjg;527_5fq&H{u<22G^+L6p2_CgU5D|-Q3Hokt9I1;BbAnkqDN;nzc#FiN>hYA
zq-yxqzR9|&ceg4XoV_c@bolbPZ>Yrxs)J<S9V^#zc?40QuGOhidcxJ{42XTtsc3kN
z^3Hrs;WIHyHoFhz7H)--n(qFKcDmpVIr;we>^s&yi?T&}Y-Q*@N{tZc(kP2v#eD2J
zjQV8o-I(j1P@Tm3CgKyJ4Hi;VxkthKZv!#vQP!+PVEa=Ko%2GQ=NI$Od58Ip3{?(=
z6|kiW&Mn@{W2cj)4EN$WpfrvdCS&Mfwqjvdj^2DEE@IY~UfYS$S`WP%9XxTB*=k#S
z#6qwrsDcW^HaviOGh|rR9NL&+CH5S{RypRMo57{uem(`&(#Ue04A+!g;N`9zz<3;S
zd-+BV!&=DQ3e0Dh`w1%#>6P!xsbyGlQh-A`Jec@}1jOHF5)~PbLrfc{s8Y9*43_$;
zTxs5=$-kIvsTZ+IymmQVj7TrWF}jjtFvdnEpweKIt!bFH<FlCcOS1F(EaIPH70#z7
zL_EY*>M<F|nH5?h#K>swYH`JylPB1nWvQW~0_==658LNAHW(f@d(z>cvFr2{9G{-{
zz`o{aXuV6)8878IwK>`1F-&{#S={TBZ*J7%6Hw1Cn!8Ca<eHN<>BUd9T%z@FNjj<%
zu)Y>SVX=BMidN4#RHor6^Gn5~m7(`{6JY`uif<@X9}nMwJ!ob?Q`kAy5y{_Lmtpo)
zG5pxX{N<q9R2$*5?-DXotW7d_D_G-YKowNjQeO6s^~v{G=}<^baXr~;O32ik<FE?d
zV?JcE618t!%px3eLsz#udld`s%SLz0`v&had7hHJ-3#NO;zBrqEbhGzHLKe*@XSA3
z<YIl8>ta(y4w*>!G__*P67x2SLuLJCZ|941UeEM<O|Rz&e|}+5mh-x0%@Eh{?TbAQ
z8sCt8%h=3tQ`hb0t;w!4Wu2v;IzY@`Y8xo6P(yMjGNlav(0RQArPG#zd%QCSO0Q&Z
z-!6iE7r<RQ%ANjx-t%z!;MkhXd9Q!$rG!0_km15&C4cUvNc_f$F9hC)Gd&Z4gBv=z
z<KTKYS5GHp|8STM0;rY(kgzf+J1E@PKNxs94u$}*0&#x9FnoH<7%0XC`G*9$;DUfo
z3<LdLOmM+AaNxZ=7~B*W9t^Zo@%Ql$GzoBW!NJgkof-;P3lG*XA@qj+qZf65e2;|m
z8Wec*4rt^T3=9$kBfPT*45Je0AMpF6BoO#%Ng(X-=s!=4B>!KpN9G3&eys<Crx`F^
z!g?@xU&Z*Z>mi(K{g>;({J-W8hH$?2JAW|Jzpv-Va{s~~LYDNuT#qE4IR7u@P4W-v
z`o$l~A0qaHKazNP`5S)-{^ftUo?i)KK-dBOfe{oa2nN^jbPa;pKneO~3`PGKhQLi@
zD1ivZP&*hP;~{|1V}29hU-J8BE$~jNXJAk;41XAE41?=B0WgvvSFm4#|C>+zV;(9_
z!A?H@?ms8=2N?`Pf_*&wa6zyi69P0n*vS>Zgh>&4|7{|_j$VP4c?SF7giM{BeQ+=(
z;B8u%Nr<nnQ{WkxzZ=ZWKM?1FpORBhP>63pu&2LY5G>dqhC-l_!ce#>4ydvrkQ~1b
zyfyg4c>FN~eZWM(eu&tw)!?6hNXg#^M@hi+a87<OC+8r4pAf(p1>gY7;};B=Ef_8^
z&_6H;W-FwpWT+NoD=Y?cJ_GZ?Il01uJ$-TbnZkl_J~)?PoGUB{usxnZ!JaNbFi)U2
zA0HS{<BRVISeBC?fB?J#?B|Mq3UcxA_xA}Rlm_?*1^=pX#kmLKaN_QPPJY3je(pd|
zK###81RBT!6hNZ>qyRy!{+$Abfw<5g%!R@U)Ik2QAiu~#DEN1Jpe0~x;ZD8*0A~PZ
z08<8z)k9nev+@0(=_CdVa0&z@>CY(=RQrFJ;vaV4#}xmxYkwGC<S)Vfv61|#a8S6i
z9$eo)(AUWa3O6v+gCU`CQymyEP2dIVpRIpM8(bfT{`qP)8i~OuDE#rF00=~-sq5+I
z51|8reEot0jWv{EmR8m<vM~?@L;)fNAweJ~m!JSW6LnJ%@X=CJfdv6bc=*?6cNzr7
zKTV2j8p2?|%Ks~f-X$O~7z6?v0@!F*T#yR@#{sZUSa1Nod<%e?oW1cdgcuJ80uuya
zHazV90~RCT{D2klu&b}1D}aNabAT&wf(yU{0Gt#Wf&*Y8T>wr9^~8k%@Du>^`Goj-
z0`M0AW&&6o1OgFL;md<@E*=1k0AQ*>Q)3kXmIr~zsoZ~qoqvOa0mTDwK`Q<MX97Ll
zJ%V9EF2XRRjEpo)6Bp)#3l0`HbaL@_3Ur03`1=Mp`JDlQeykba3dDe?Ees&C6jDY?
zN*pBtkpIum|5*7a*8dFPdHVxn+lat3Fw5w#vR`d~mHC%~K+-z^Z8Cn9Ip>2wE%6`_
z+uW}*zH1;5Z5#;HJpS8ySn%@V5gZ&K3x|h=g-LkgTqN)W{qysGMEDc)KLfvwCxIXD
zPujs$ac)i_KEW_NQC$FcDFm=p1cyod??U{)Zur}@ew&AwG0qJKcyoYnW)4Uh-i!gB
zm#Zh<h~Z7+f8g-{ve|EQz=J>J8UPq?9D$e|BtUfIOdz6nqab2NN)VB4F;D~klW)2d
z<{-T0S#ZDpA@=|b)DwRH@&ic+9w9-V?l63@im@roB_uEu4+A=Z{~-ZEL9`$y5Ig8N
zh!-RT5(l9`Sdbh@5u^sv1{r`%K~_M<zy;(1@&yHg!axzAXix$u6_f$W1{HuxKsP|Q
zK((L-Pz$IN)C(E{Jp?@lJq68!mO-yT8=x)FF6aOZ29trQ!Hi&bFgKVVEDA<}rNIhd
zHLxz&7;FW01iOR%z#-rWa4a|#d>LE-z7D<xz5{Lp_ku^j6X0jy74RGIC-6Rm2toy6
zf^b0uAaIB@L<yn;F@@Mc+##nSXCZNrG)Nw#6mlEV4C#eDggk{TLpC5gL?9wcA{HVZ
zB5@*VA{8P7B5NWyqClcZq7<SWqEez-qIRPDM3Y3zM4LokiAjkWiDAUz#B#)%#Ad`U
z#HWcPi7yft5LXg66Auti60Z<%5g(CIlW>xVlE{*1kyw(rlZ25ZkmQh*liVd4Bza2m
zie#6Rl$3>3kQ7U*NoqyvMS70(B54t69cd5g1nDa24jCC4JDDiiNiqX6C$eC&1hRax
z+hq61o{+sF`$A4h&P|RYS0}e7_al!X&mpfO?<Rjj{+j%Nf{ucpLYBgS!j<9-MLNX|
zigt=|idPf|P<p5!^d!_2>IIF4=0R(rgU|)&HYFwH2}&7CBT7%o3zT`3^_0VuE0kZU
z7^p<3RH$sJLa5THDyVv>o>6U6Q&S62D^goi2UDj}-=glPUZnm)!$>1RqebIN6Gc-<
z(@gV(<~=P1EkCUitv&5o+8o+O+Hu-VItn@gIu$x6x=6Z0x;DBQx*d8(dL+F8y)XSm
z`YQSn`gH~}1_1^&23LkShBAhJhE+x)MqWl0Mi<6d#v6=-jIWqTnFN`%n7o)$nQEBE
zn6{W1m@&-e%;C(1%w5dOEJQ2<ELto+Ea@x_EYmFetX!;0tT@(W)>_sltb1(7*c91t
zY$<GYY){$t*<tKz?B48|>@DoiIfyw#IE*;LIEpz2IW~_m9g{oeaxCRo!?8I|2&V|A
zG3PnXGR{%X9j@bC8e9Qf`CR>6o5xv>D<1bco^`zY_#19UZUt^n?kw(m+;3sbFeR7|
zEDtsS+u{LU9Oen(xz01jb8tfNgxQIh6Llw^^Fn#0dEI!kc>8#___+D>_#*hK`R4d3
z_@((h_;dO1^X~}=3Rnmv3bY8U3$h7n37!?K7F-ab7CI$#TBuZLN|;nwTG(5-Ncgb`
zL_|`=L!?k-TofWICF&_!Bsw8RA|@l|CsrypBTgl*BpxbWExsbbBB3i0Bhe!99?l21
zhG)X>!;cV>2p_}^#5|G#sf~<5wj)2GL{KiMLevzR8m*3wLbswnVni`GOfhCwl2KAm
zGEuTm@=yvZ6)06J^#;p_b;Mr9&PX#!8%kf49+n}IQI?64>6G~@D<vB&+aUWvPF&7g
zu1aoQUQiw<e?xxt<cX6`C$FDeR)8ruDqK@oKE-p&=~U^d7mB=!u8QS~ua$(Ayp(P$
zy;nvk2P)rH-cylPIj_>AN~EfxnxZ<U#-L`VR-m@1enQ<{y;^-sLsH|MMvo?mrjBN&
z=8P7XmW$Rctu1Y=_Id3A9V#6YodTT~x+1!Py6t)pJ#D=!dJFpe`hNN?1|S11gDVEl
z4FwHP8+I6x8W|cD8m$>4jU$Zjn=qO<m{ghUnkt*7o6egFnT443nbVrvn%^?tvrx6T
zY_V(!w>)q8(2B##)2h{)%-Y<#+<M1G%_iICm93<0g6*`Opk27#h&_kBkA0T|t%H+8
zqa%r<g=3ZDHzxz9Ql}kfE$6GwTP`Xtxh@;7imq9%Z*V7ZmvOJ%PP$!oTX#R{e#QNb
z$0?5-k4;Y%&jQbnUYcGdUVGjK-WA^8eJp(He93(secSvP{Ji}J{Ez#G`%eUj1|$S5
zpO!tHeR?ZUC$KyS9Ap>N8q5SZQ==h5A@LzAp$egep<lwx!y3cs!~McX&xo8!KJ)sl
z`q`W3h|js4>x<xth>ln}uXO%;BskJJvM-7^DlY2P1&s@p(a>n`=tnV#n9DJrV=ZFa
z<GA83#I43_#8)TKBm^eRB+4b0BoQZhCXFSdlk=00Qe0CWq#{ytQomhvx%l7`@>1TV
z?`dvnW9d@qz#nB~_+?CIp31DeOn>?8<<%>CSDLe6St(hcvmLTWaxgh1xzOB@+~qvo
zyw-fa{EYl>1s(-Y3zZA&u5w;YzPeZBTJ)q?vADK`t0c8#|C;Bu+3OnDn@a^sbIM4|
zLd(`}nBTa6Q~Ktua*p!U^1}+hisee<%7I(hTeqq>tJ13>)gjeyZrk2|T%%gkS}R_A
zy^f_WwH{O-Qvddj<DKaSorb<f>Bib7{-&#U8SkbvgPYGZZ?$-|EVo*<PPA#a^|i~j
z-|dj-sOaSBEbL<LO7Dht$8~?dclO>+Pe9LRuY2!mpF`h#zh(c_fYHF%pw8g%kor*n
zeWm;NhEEQ6j>wL*J&=CT@=)qw^Qh$L-A9s-?v6=~HIHM*TOZ3jZl92!=zenQN$;fU
z<j|DX)WfIxPba3$re|ktXO?GOXV;(kJo`8oI(IOCVS!{J<vHE+oJG#X(k0=gx@D>5
zt`*gl(HAB!=2u--H(mz4{Prqtje0HTHTUaV>!|h4H|lR5zqNV$Y9nCdU^C$z{kyC0
zh2A%PQ2a2uWx4h0W8lZ{pDu2*Z&!TAeD2#Z+*#c9-96Y#`NICC@~iaM`}-FAuMfh$
zk$uZM6h3S}(m7iA?)&{aK2`L$caQPG89uzSforL#C_4q=T%kxpJZ$$fKEcOEKQK&i
zK-dJtj{bf?B&(!vYM`&ii$W;-0Io7{SAimbBv6oqXz6Er)c>hH3XA!@HR>;|2|2SL
z;UC->B?Be&W(+q*V*eNo0A-*^Lj3kCXe8v-ezrnNLJ1L?@o)9`p!{b&N(zc1tQc;L
zMnKVo02CMt0Y&`;QBV{ibqADUpeRB>|En*;eE;Z6J;V=)KmGj(X$TaM0r2;A^7OMo
zK#}+iqLZIH4i7{BxbWFQgbflXz*nmvZ4eSjG)hJq3fz%0SSjF+!C+<3l0dCK4EZZ!
z{FNer|6h-Yz)EAJP{5od5K=(M3D6aQP-rZIkoEk1SoCkh67r?Lg}Ek5e+_EUKba1s
zMgPLKfAWfuGyKU5v^11344%XPWE&x)_$TVW@ah*=2)VqUsK3k2zf9n_b^Yt8zpv#t
z3BgE0F@!|UZ^H6x0)*t-e>VX_R_-V2zbu=OsQX#}Ur&G_(|@$W>oq<n3s=@vQL!=+
zRnh?T*cS+OfRwek7LY9SbRpyfRe`uZ&@&(y$QGdpy8I)bfo}>Vb@7=v6%VICAdyYT
z#1UX55(~HRbPe_hvVo!q**(10{M(mM3nTy$u%FjYtiL}K%Ar4N0enJ+?$`4l5LA+o
z*GIrGSbR$6U%x;v7{W<98jvdt76WA2rC=zjANVM&Gz=w)XD|LMi9o_I2texq7!8OT
zN(u!-Nn>Cb87V*k)%<`ziw7b^V6lEmenFmpKAVI%2jfo<@G1f5=%3kmd^dk5zml1T
zs=2kOCe9}m2jt(J^l>3Lab<rW*S}LAO~^6*7t}`~e^DP;&5xD*{6)zCYXvU+Gk&cY
z1eS0|0F;x0{io|kYdrqXeh>gnq@?k(4jelGl#wFj#s91YN@akafoG_c6yXkF$N&L8
zl7Rg?-XAc~pCrHwJjU;LG+?(0Win`hF92@{bHGC~2w=WIDNqZ=V*nhImVrqEZ!V(&
z8Nk;_0@hj@i6N9pB4z#;93v?6-#MmjZLMLc^*4_FyT$;51th8e3!eS1F~3t8Pr<)@
z3G4q0uYT75&byywz?~qwKc0V3>9@KcJwt!;?&tj<7=&H`3Ih0e`Vwdh-2ap#U@Jrs
zwnKbN!aT5;A36hY4<n6)p@H2NDF0t@fUx2IodXu;#`=ajf8&5Lu(A66U1?DNlhPo5
zGg*><Dh*5$a8`f|`cvHT3qrt<2*66=zj*8L(?Z};@KQ&(qtSoi%kTX7JB-Kw**(xF
zUY7v<!Rr$ipd%LXOAoNXX!tVxh<|VZn2t1H-3XXcfPN7)58oCK;dKXJgXgsj!QTIk
zt9U*8jfcPU65kd-Q#>#67k)haT^iW92rB@%O27wn3$K@W8~q1o2{0DWN&@kKa*Xs3
zY7u^alffVI@mn2%raz?=1I!qI0a!pEc#{7nGBCjS;<f2NSXV;rACmIJ7x`(P@mt-W
zw)yY2TGi9-kAxqvTcHtfHy^m0r`<234Xpp4Mq9(k#7sl;Zvu!n+W&3_P=w>A|6m4?
zze(XQGe9tFzlq2XGX4GcFNFOEQU9v^f0*H4SU(N)uabX-@B;JGFcUNZ|AaTOc<i5w
z@Wb5Wg$@vq-_0=~LV)9lU(H`Q`GX+;iIcyM5r5F^Pv-sq;3V>|Y?S)Vz5nsQZGQjP
zHa|~TP*|xy4_Lyl+GQdG;}BG8=k!;OIU)oQ{jJY1HhfpK0>LgXxl$yL!);#fer4zo
zHjbbkpU#apEg7qO-SocdNXX_(sokKYc)Z_y7qKzgZrW6`#(KK`l%{j*zU|WrY{|VS
zlrW#6{Fmnrw~jXDWISmMW?9;C+?8K~uX{b2(?hnWJo)sYik;>@C-<#Ko2u4(y<k>B
z$nM3Lsy&%VS^5A_b9ll{$rAyfw3xtS7hd?bH7J#SyqIvMV<@>votQ%q!l6!?Rl7x^
zs!<diZ>h&}^LD3qTUPw|Zp`L8qaC%m^|nv5vPRX%j^gP@Tm*;hE^XbppuV=lNtK=!
zw#C^7-7^+?*C1p?40qJ~-14v!7b;x2PXbF!$^K`sNC<uYZlASO)J&Ar|LRg2<J?1h
zoC5!0pntf_rv7Grp7?(<1Q;<utp3B6iNgM-E0TzxZVs@~<E2p&Z+-v>iI9@~7rzq?
zY$f>XhuHpr|LK4J^gI9U{uf^sPzx!7UP}?YDM`R9lmz@qED&W#1D*-qw?qT(gA^9O
zKpDcpH{fFdJ`jF<46tWNN#Q*wDFEY#H}+#@fBXWyV}M-%KMM?SNg@C>B6x1VGtfp7
z*iTWCzzz&pW{fmot$|Uo(!kD)k_4Wm0FN3A_^5y<1jNc{V3ug$SrV8726)Dgi@#$C
zQPrQL{#T|11)SXD=Y_urHu^70{ezYNNvZL*|Ci<&;J=%L4-oJJH#gw&gqu2e{BEo9
zp62gk;G>jZ0SrO*^qqWh|EHKo8F;V8MjQzcSR5q<a0;L@7Aa+iw;1k0070Q}r6Bw%
zJH8Z%(wzb{afA~?fR%(JenK6-DHQ%=Ls0T_2Tr6BP`F7j&et3!gN4HNJcELO*ntoy
z;rR@OTmI1t1`V{s2U5U`Lqc#hxFOsG?gV#%yTWmB!Z>g@xF_5T?g#gW`}^VGz>&YF
zzbiZt9t01<h2s3+gp)FOFg!TSA07ffiwpD@CM+GWdpKa%CitYkHaLD|oV%yr&zF{D
zVQv5xObGwJ5}tbaHh7XcNJ<Gq2~Gc??>~(wu)5#l9+jU)6^%yzZdK2lowGEtXg&p|
z(5Ux(g)td@6Q+L^W#)dHx$3S$wF!3_Dy8&9sV4bK5ljmve>o#edC@?bA<I2nbz;jf
zEAfP7y%$%NiG!JYZ5K-4VMeYcZ1>Ln4`*qE*ACuu?-fQ(Kl83RA9?QGQp=40#5Eau
zx=ZTkf+nTXGWy~4FK>|REY3@;F|h`?zn~!2=3PwVV;osyrF3vr%U@F~SbOyK#k(2n
z7fDlJRr@wnH;)+(Pz}I6brghU%!S2<AF?(wT0}LS6~<WzKAK~0-0inIn7DnjLF-{I
zyyR~3rk)J{Gx<=jo0_Amsk8GW3k)lF7<e>BA6gA9n%a&QlQ7?jm!~(dRA9W3!nECL
zT3lo|vUpD{JH@brWUBZPH(!l)``I&3=Avp9EO%+YMA>K9!JN0D17GEN3RRTWm<=nS
z!hCl!uJo@4#i?yx&L91LI_SGv^d<yc*ysF#m1#8mma~YEa}cr22NNOw#)<%)2gJ@!
zV1p(fIK1w59&a3MU0i8|<+`Tr(8}6Ypb6BN@>#Wlb+bH@A|_Nt_;H7!NE7WGE!Txe
zO5cQLMVsrsh9{bctikW%JPhTVKxerMXa|+ZnGB2!4nHx9qfdywNF07LJRg)&wx;p%
z&4<VDChnzmQ~Ae{y)GYpF1Kf^YdrcsFJQB87F|xi)kPe9@v$ziYM<r}Pa3E2%ui1g
z$;>~Q2(*D)OMB3=BLW)vjzeeOT#VEjziJmt&G%|DS!Xn#S!Na4<NU0m?G-ValdM^9
z=cIfTV`hx?iObJkm~*mTf78)08QwbQG1K~Z%%q~w+Avp3cxFZRnR0`JVB%m^s0!EH
zW~=9+5fIhSOWcQ?#T<ofo@$3{1suup4tB|@lR>#z+%XR)sX3Udhu~r9C)wH;V|n^(
zt#fa)JY;ocGQZBzIPcP5Q#<eY^dtT3(-%+@%ZjRkKq(0UUQG|QTfHh$9cQ;3)$S3C
zRq8e6W8=#~HKK36@%+-v)pl?C`*HhQC(nJ6or`=Hd5He@u%l?n`u_5%xlbC{G7g39
zCf<9qNi)Z#b%(h1q8n4<s!*n|4SC<*nzAm~?&Lv$zk78DJ?;WzQgmIM<n!C7Xc8vl
ztk^pJ*zycB26yne=tgQSvX8LnWa5;_n_2Gb+teS2tuIaU1-)_P>qkBIeXpTJ)m5=H
zn|h-9;Nr=0lOe}*dv;+Ji#7F??o#4fYhEMdpZlQ|2C<^YPClnzJp^6)5MVRPwN8F$
z|2QupS9N|WvaBEHADY;8GGwJk#$BbRy6^Uk>Go>l0K+?DOp(2_R9NfBjSGxVUo}6A
zStmX;9=_(=OXfwT>|0=Ve!(NCcQ|r9f4c4}HR7`0GPl$_)sd5*KS8gwF=*^snCIWB
zQ})l2o4U0B#YnBjcI)_P<>{PQB*OpxrRP^pJ3e9trJvYwq*V(gO>ewMj-8gidz^CN
zY-bm5QoFczJor>IU;e_0*L}DG{qtOJ8|H1LIAtWErT4+BZ_l?*IJ`bxc093jDvcNG
z^9tNJL(5COc%fr*{L@DJc6=YIn@v<)zA2{!y0QLR(U!@0>Ak{HVsO?S+fcAPXG-C5
zZ#I>3MRqgNPqy|qSfE?C7eth3svp?Vy>uKlJvL)wJ1D|Hp?33|)IClUIc9;oq~=rW
z%-T7v@k^78wf+>&D_6Sf+n%FfzKq53nXhA<>`WLRe(>F(da6^+fk>P)+Gy&LD6Ej^
zDODU43_=c>r)1==e0Y93m%A3sn(4kQ{3Y7zLomim9-&nh7FoBeDW?4{W@^wIr`@IG
zW+c&Spiz8JBUD}Z>)HIPW+w2RqQi}+_gC{~N<)N<>{oU%!d25U`qEn!FvXo^xd!i%
z68D@~R&3MdYkYohB|b@P(Nnp_s@TFcXyMlP#RoI_${yS-uk`os!URA<*t3~AzMVJb
z4rzK&{5;*B)c*pu!he-zRVvWk^zO6+y`sjw^9ZH^`m%}Y=38DXFP;!3iW=U0X5)W<
zJZARTGOt0$qUfir4JTLcm0ApgeK9$=?kbCxQT*8C+adPJh6y6{Tg4A=t_(;jkW$`L
zl%hjs$*#*oTNWWUcR8vd;>=zT0=IllvtV81I?tbZW{s@oGkk*lQext;)OUNRZ$Rj7
ztNBf*TU^ZIE-gd%$DK9HbzEi~-<%^cGefIlq_?h28Ytd6b-M<>V|r^P?$W5Eidj6P
zhQ4V<fO%vmyZ-#cTv4O!={H>=%$*^J&@|W3I7mp1kc!ALaFmRiTojh!qR|Ilv`*jZ
zGWYF=Ja6PIkByO^t+SI0yTjUewn^e9{n+bQIV`26f#1oW?(Zqn8c_GMDqk;m`<#^t
zZ+aogk~<xH_H5C49wQCeF;Lye*`B427qS9M`!)M+FWI9R>X3y@Ck!MDGHn~Yk9GTP
zN1{T}sq>~&sXPN=VciE0nf%ae@HAs6)l<paZ`<FN>rAE(%^_Qi+)b{_433ah8)Z+J
z`1e1zi*+2Nh0X5FE(Jx{en`?N#^sy5V&>>tth~E!Q?+_tTP2&1S>W{*PB)vAB_^>t
zwB(_64wU|jXX}kqs<Qn2yWWJa%N}nJJt*u(EO7XonutMRn0TY8CrIC4_&lPyC8L%C
z(|DxUuQewkF{0_l<)vLDe~v%kwa8kthn+}Pn5oc+N_uun@Sco;?6H81$9w(5cIJi)
zj|TY$M^{7JjBf%v>ej-y7b));{M{eMFE$2z$iFt9h*}gZOiYINU#lxrceP6<jv|BS
z9m%FTm}orJ^Z#D{aXP**AWY|+3wmzasBJvOdsHg>7<E%(%=rb!_r(|^ZQ0_6SF`(1
zRKxl0YM)qyn{K(BC2bQaSqP8Qjlm{8lw@eS$nC+nVqNi|YPt^^qL&@Vf6^%6%nRj`
z@pMV4;&!%(vka<DQS&5g;bgXgT+|36S2lYkG3|$*!6Z|}?-M;F>bc|(O!y4DlUx(1
zrSdVcuHCvR6$70DDi%IT-xIU;tb};DWqmmda+jN|&Re?|OCDW&G`H}TN{sKxs><=y
zcYOPf^6n&GrP#Zou0UtJMxnXj?m&3J{t1OCuI}I~{~u@P7#|6nX8qW<ZQHidv2EM7
zZFbU8$4Q4B+qP}ndGkCoyED5xvpe&CNu_?3yOK|p>zwny&do}~J9<9QdXp$mBi2-M
z#G=tGW|jX7+0;7OCsjwTBEi4;GaQ&3|I#Z^S=-X|1VuGP7})9@E(ka0Wp!4LKQ`O#
zG+T-}Rmq+p&l0&lEi;|~Ex0|0tZAXPt9X%<#e6$-ZO_NOa^<@#_V!0Y{$d1|tYrwC
zc%L7bSq5j_Sshgq$<jOy6e~55;fds+a+vNENzQkUnin*6du&elo1Yl~c^_DPd|W)O
zRtS@)ORU~WtX~fJ`z86ereTJ#1v6(Z{ot$YD*VTW?jaAq<=jSGiWdES&BTY{qV+V6
zCkitLFJ!Cfle3(tI)1-`?$RDv&7ACNxu%0|%ylJ`CdC0SV<&uvSLWHXaY?q?h##B0
zcOaafT6G!E_fJXHlUovgi#dG$tn0yAmu_-Rb#JVE&l5jVJoYhe#OqheTrsy}w}$MY
zE$dHJ=6I?RY_{pCBzdIhMzkOgl_gPA%!@dtbYr+-JhR{`<I_|WX;O12uzKQkudYgt
zKEvWb#8jW7(j_hX<dKAjP!wf;FeY3r<v10-^O|~9>R1INPzJrZ75h-M<oZTq<<4^;
zrH+i7QpU;*yBE-Cw5aUPE}z?PQvTkBgZg%i>yk-?_~E!dnl*ssCmZAfD7+vl<JKRu
z&U*{${upqFCIpZZ4S4`?#O8huk7)#6_WRSl`p|ciccE~d9j(3I@O+1u96s;R$O<k2
zA?`;#!VY`f!+ZF0Yr5A%XdX{Gh6hJ@9C|GNa+hY^{SX_>Ga?S*kFm<vx^K`mbIcm+
z$Q9g1!fNEdncWPcK``^D>3HJaR@r3)B`tCZ6qcu#r&kt<Y|ys&(ZybG@Y0*nCG+Vw
zjBVFaS`HC9KHlH==!e<W%e96j7(Szhoz%c;UpJ$JHUZM_C4h*A78!x_I1i*(-wn2f
zKCs@Bj9w+qgjrM^FR;Qfz^uqVp*!*La4-Zg`5y@oeL>%a0CiIPWP@_{<OCGHwFZ|O
zdA?$So&L76@r)WsS91_ZB$>yuw8CkHZhgXQS0U5w4EM&0<3X=hQY9}B33YGiRu*+R
z@{rEsT*GJ6%|2F860o8#;+p$@^UD{MSte=C(a@72cIg@fGAPeK==o};bNw^+-g&Z*
z8+!q7BR&GtM7MGf4n7Z)&kZ=It?NBKTbz!xFo|t@sFt)m4&{6#G^T;fh*sKedfAeZ
z#F}%%22WHFsJ(LD*t*EIp%F92W{%n1-1_rZhuUSn@-RRNjtZt)!Jf8f*~*DM3rj%D
zEQj!ngg##${MkJ#n5V2W)7sP6b7h);_Vhd;74ls`Wj$uP^~3w|;n<q}SXyoHw(QlW
z42`MWes|pA_`BXOSbOLH>6-kR<@_r`^?y%?{;E?s3248dQv!}J`<I=W@gK=l<}b+j
zZ!-1khyG5cejWWMGL@0(zw6X5L-KDrmG#ee{STcgNH6lGRb~HFtIG5$Uy9Z6OSAsL
zZrXl*{o>>Q)URKv-NMy`-t-ITq&K5Cr#JVoH~&(sf5=&DdYivVTKX@lz{J+t#MJpO
z-~CDC{uiZd;r=(BYyO3u|5fd}(!0^S(|i0+)%$05`R}V<_Ak}@cdo*}p?Vqq4%T+h
zwo$bZP`*d&>>YbEQ>-3#i9gtB-wh{<=we`?NerQYilnB(Du5^y8p0qb+)3nN7RS*p
z5a}<N>#Af~gps9ElG+d+^(h>?`)-;s(Q-TC?fwb9|9ZnWrZe%L$J|-}KB34!#V__<
z!Jha$#N=V-Z7rMe0rWvo7&pYDuDQC8`Uk<j(AeF_j!P-^Zz}5FKQn_`RbHec@va=)
z>^r)iC{ZqLBwfe!l(YHGY|AVJY)glc@X^u5s;?7p)ygR;CmBa=Gn-3)%<)zCC2J<1
zQsiDzOi(r)hGfY|hJ+MD*4ai_1h)6-YKs+3Zl~W!%WxLY>}2!2wq@@u%Em4iPd|&s
z&WPTg2OWJEQksEKl2g<TE?i2MhfStQS4qrE%Tvm>qldh_3N!#CMddtz$JW*U)|x+-
zQE$Icuy)7udgkDCa3D`Jl&;J{KVT|_fq=zE!83zo5@U+N%$$lj7;W~#_?{6V1NKEP
zjma1=Wqcn~Cd<eefHCUH*p`7}4y<J$&QK<ci7*voWQ>lHG#g+5l%W^vzKV{WW?sig
zJ)XGJf5VJD9>z$w$FdrTlhhx{P=cx_Qd2B?+Mu7FJbnz><TZ)D@t-M|Qd23fDi50X
zI1xSpCkeDBx50`j)^^f%lEu!4ovm8rTQE5;KBaPw;fm`><J129>6`N*fv%ILq9a!q
zb~4fh#YH(@rhbfDu8j$xdc&$de+6hE<QYZ!6u_<(!?;HU$J{)uvsN(R++(_sB3T<J
zB)Go`Vww(TdLg9*;IksvY$X4P*D_N_JV>_1NY#=bko&-f!@;)B=o?#;X}{|$pxcW^
zbKhkXw*$ai3pX|be3c8hn@a@D7VZND(<j)5i4iTDg^3xB-i2ddzP%6>2J7H(E$ToI
zOVjG2qz}zd41-km{dGGRj-Z?(K1?><G=I`+jl^lQ={Cy)!yOZbAY2<E7$!v59GkV4
zgILcVv8pCSC}6xpM7ZyC(QX#F$!)#$^Hf)>tqXNv0vm^}2A-NwArmGbQnjWFw1z?p
zc#9^WzzhMdr3OfJ%CI$D*|=K(xD-MpH@r(fIx-i7vLK@7v=mU{3!!zv`VRJEl3>a#
zzh~3Ge^WnxE~ev>jHW|4Xa)VQG)!O_yQ+cshcqPm^Jz)iM@6MmWfdZUf|5$@T6>^8
zW^T?ys6-CNqd;tlg$1|3Z$IF#|Myg|g^#&&eQ|5CU=l3)m$3Pxp;bIbf_^B0cqC_$
zUV3{>$Q$@=*FUbWu3^38@N^Sv<p6R49!)oaOAizyNbrG)?a<b>NgTO9)UVDHGX~0(
zM$BZh>k2($x^`-t1VAg#BfVIBYR0f_1enG8g5QHnB(F>kC+~kRR;|+cf2;Q#o?(@K
zT1>Tj5eh!xUwyS)8Y{|&@*(Nx%0r(NI##l%w-%_vcj_J^Eb9+j1>q1QMQ2&M^@jz^
zwW#8MFH;b0P8b$=??*SUVdF+UEsBw{NUB&1%LmFU)42nioWqdPZ?>!d`XqrCrXmD<
zP3bmz*}L1^;_Wf<#5T$KAc4tKK&_g9lAoi9$9PNX2<^_Z^o|h7wk8N(3mCLyZwZT=
zpUSK0O=~1y1GptcSb2X`cw0vKL@J{;#%vzwX{s#E<|{v#O9OAhsYHwIa56l9;G&K7
zuzd1-C&y>ICWljt#{Bvf?J~dUnz$6q&YWCU3NJM+<M5H2qZ^_YX?69gLiFn@Z0E0c
z#hw&^>9?TqK?~7-@9ji=BB(2o_7$|ioEV@cGHvC2q|ETqMU|H;PY)E?AX7g^V_Acc
z&j<_ar(n?rL;oVchit>L0SV2QrghVM@>%g?_{j`TZH#Z;a2;%A?O;WA_EB}m^a+yO
zqz@D=zF)beSSUp{iK?RzWJ=`nXo6{IN<J_!(eW@l`C7f+(az79i6#OsQz+v&Ugj?S
zQ%wqg<QkT+R4gtV8P|OdLyTa&$^5k9X3U~o*SW%>BI|OYK(4;^d-r@7zvY^nRg*;T
zD?1}aQLp_VKmcm#3!VlZGPognba!~k5qJW^oG+xO9da!@rjEg+<bGkKZ;QLfV!K}F
zx*kV|rm=w)X|ld+hBBxJ%V8w~5hp?LXu&%+QOjEJD)ca48dfW!MC#8uTRqfZ_xfwt
zK*f%IrmgN7M^+yb=pWrIbazRZR@!@er$%nE+l<x_SPFd|Y10r1v?Wb`?P|`*=rU|e
zIM+cH^{ckO&RcvxH>$d8g~IsTF9P$#rwM*LLrB5u`z(S1+hfF`A)hb;75a&z%H~v^
zOY6f&E(NveGWuMA@Hq^8|7{oLrUJgsJ-NBB<+hq+C4$yj5|TINyI5#m_^?7DECCs}
zBJ7q#tks0Kr22b6g_>u!g4Uz(XS(=#@SFtWBHBXn7b7g9Cu>m(umnd}9>9<>N~4S+
zPf&z9mk(+KRmv#ZC(V>o3#LCDcQ`^!JUbE=IW(i7Z^~`XdzB*7#N^Zo$@8f2A~eBL
znT<_JH=glEi6667yNO^t9e#i|VuCn6&Yk5Nb%97?ah@$1@iv#SDo2aF?>cW6OjrHh
zE!<BBVT)Y*f-d}Pcc7m-FT2yXdV7B9$67K-t<#i30p`B)n<&~yC)oHWK64WHAdI&J
zbjm%bb9|rC)N>w~Q}wK44cjcdHpzTC)ol#iQSE(HK*|EpX(w(Eg;i+4?_0Y1LsxZ!
zE(1D@D<+X^hUa18BT%;J4ep}Q8S>aC9=~0+0p^lZIc=`r1g7l(zj}6SA30%)?g?QA
zKg{pOJP#0>apiGyO@yO`jYgRblOCF8ZI91TF<1C0e}$wQ+S@Fjtn>(PPRj8h7X_I=
zoX_vI*VdUoM>eRS0)@0q{l4ei13Fn^<x=dD6o=xlAUd`J%pqoHM1X>LwP(!Hg3pdb
z%iN|vLbR)3U-d`Z<d`v=U{NMKY;#nJ9~ef0l><}ZFzyl|_zaa45}#{ZmIH;&_y(7u
z{hBP&#Do8Q2mHh3!xPMbeUI5bl4<brb4Atf@jST}2=9BMaHf-%X4U2r1EFZw<ngN=
z76VzXNavnpecd7Cc<lA+>{CJ#6!~OonEHYTi>3PMx2f(|JoqD&M9GWP`3(m!eEDzQ
z?Q>H}IHlE_u8E!A)^AhW8WxhrvvDldD3mNP4#2NeAlFl7tj>U>AlTm*NAXaYOlgMe
zq3PV(+oo{Hat^F`rdA6}3pH}-KYPKyRRXrAY0>Gk<LP;UmTXaTykX0PwM>1oub}vJ
zYI=J<AYPkaq`%a@g^$fd^Gxrn>ghZ(UdcZV$UD{l?DsWid~2p>b#c~R2{+(8oM^b<
z_tG$4mTDz37Ht01sIhl3+gF87YjG#@xtdbe=TJWy`^>3g_&h#T_NJ7dp4JWPj$DJm
ziTW-U%@d%=&L{!ED;c=u9Ue$QEaDB68Z{;Uly`t%R~&i4<JR>_5gno+C8<P6h35%f
zN{(K;$rs&2K`b^VDvgv0f|(u|_$?RqDWKU5WnxUDOm^W-+3Dkqw-6>_VgYr|OVt4?
zGr2^+3NZ61cSeNkZbG4*+3$4*QK2l*v^@5}jj>-5d=jP^{7x023*?2n2Hdsa11>Y(
zuy#kzBj&XhNf!`kMatX6oTz>3SgiCYvrE$=ME2JINLe5yJBuLGM>&bKc<2q#wh}V*
zxi}z0Rg%<3Eo1OO7y)HugIsbrGz$OI`}J%(TiHNX=4|W^=M0UXzyx;X*Nhj+yN%;b
zSQfYzc0*;1UY@UI@J4BC1TP~a(r=?X&+qk2P<V%U!3n<zo2K_A;dykf+>H$Y+)&Ya
zJcLhu-16qin8o^6v*@eQD7Ov9PRxS3dW7wce4&LzswU?vF2m-aY+=o~n`|zdXvK~K
z*0n5}K*Qj>I?DIXPr_Ki<#e_>d2;#X_Cnzr>G112dTm<oPky+cJaTTO*vG=*)U1Q+
zG^51fblZ6wSi<;=!5%4dWC~EVRaOz5?P%J$(xO?1rcp!AseUS+|E|-xO|wrzbG7wu
zn|{2Mbv_1nLSI^+#WufcTWz3DZ*o3wY@~kG<2a2v`=2WBPx|X$QF;FtQTA7z$H4lB
z(EH+qzL?7YFQNA(-u|^b@_*5J|63ku`?X8`{~1dDK^FcUjs35Nk{n<1?C)6Je_ft2
zF|afL9qPfWVx@pGh?Z+`9*UvkGAOvt$P5idMTDr}4GJ7wQc&<Ur|h@VAc`uw23%bM
z)q)@@q9AH0Tmhz=ONo*~bmSp|h&Z4u_DvhdAknf8x0^}a?!u|3{H&@v$>1yLyu5qN
zDK7JMMUkDgE@k9fHjiaKI>btfM(!DVdEyYhj8kM1A0<|qAZg9IloNOcR(=M4nU8i}
zDhpT@*54!;!jM^>zUu(iBej;1jehlv(O_R-kUQkGIZ<{q$z`jxdsuiLB&lFKAySex
z-SteOvkoF8bTASs*szYio;rTp-F1QXG?Hxv6-#1d)OdcOC(y~3ELqGzzGob`f9Z2+
z4OZ82Uke3sIuY9iF;Qxp;1?;`M7Z@3Dxi~-)R)q<iHwSvB_F_)#e<I4Bkw;&ri{eu
zAS9%iHkO;gHjJ)CbV#srQ7V?ZO+PvoRlF^Q7)gozQBWE(M?~ch^&_xUpDOs~hpA#x
z=`xBeY>AkHrX>Pv@QeZst56xnygVdDk>-(sGuOKHp}E`I1^v9XO3aB1f0}Q?`$fKi
zMASjPI0p{)mBX6BrO-w>b<+M(vArU(m-JW}jyU9I=!%co=!CBt>rU7%`cJIpD6_HY
zGA-48U*g~dD~TT2sqlx~WgRbxSI1}0rmlRKTeWMC^azSmk=YtghhhpRA|1MJXvzDp
zi!44@x-fC{=EpNHkc7k%y78vjNjA*5r9<C%5XFR+Hn%`Kx+c9v+>yj6m=d0DPNKc3
zDTw=}E|2kwS9U4v`oSwo2T}Dxy-8MgnM?v4h<^|)m)RwR%<r`cnYflz%O(*s<Ckgs
z&lRjBLWjvmm-2btyoMr$^+fKxNmZHKeLN6--yx+MnwS_pARE`gF-Jgw@)Z{hF{Q}R
zevvTmNEt&Ckw`$gO^-<IHOUMKFghKG!|yb2vs=yd!uB{&*Amhi`DP>HE~UIx(HrM>
z&6f_d`SD71G}#WU!n?!|%ZK@mm_d<{l@J`eA<ZsTx5LH5M})4LY+Ot989Bk$y)1Bj
zUAF>WSDY+gl4Bjdy^C;<a3wW2E#o`v@5B{lMa7!(z$WK{?7O=)7F#7lMHflI>sX}k
zn6~-+4jJKMMlQt|8zkZ-<}@R;Bm0hJiS~G9qDe}?#j;zeSa5nA3d&8V`BOlP@$hiu
zF-Kax3+W{1ePHidujhky3)i3{sKu`Zd9|8pls(RfYa(1)fm(@DAh9+ro>wL9Z#e}E
zJxXCXQ1%CP*{G0=aMTOp<RK2Ds(2PCnFJX&w6;~Pqw||1(J*X#?zV^!6J$np5m^hz
z0o%_}QS&k6&w)I@m=4W_fXz6+HJf$TbVAy!CZ_xjS<O~)-jlel)k*1rv={nq6)BH9
z`*E(q8@kj&OY~sTwsKlnMMY|!sO*UMmKO50i@G>Wj+3z~#WSQ##FGvrcXb?vR`V&R
zz>$eo1+}%d*r);65JU`PRmL0&ebV3)vLlk7R6v=Q{sLc<4Y~%$wUwKr$B?7|XpCdP
z3!|2MeFNu#&kZV`U_=4GDSge0GLgVQz9Y^PaqwY`;d?pLy&xU<t!YZx&$z!G!JrtT
zib#h>FzW{p_ftdzUi->Ttd|cFfqwbbQrx<Rrn*Wc=;D-KIJW~?5TtkkFSexL6VlY_
zs((2u=r|j##_lBO<j*EeS9K_wz|6M-3a=`NSRx+`zEU{qk&DE`0=H&m5hDjBQMvNI
zbNcbsMm-82f7dKoP_o$QG2GoY#j62K-y^jOKIIIUd(|3si|21?J0*19;3tR`-3Y57
z#D2iyovJq(0=``fm^2k#vTE$^uObsph(lZz7ntSQx|u*n^s;cqNKh09KGiM$iPEUF
zj79+gMQ6s@EKs~^a#Hmpi7H0NBS(QwI*K|z3(w*cX5GKzVOqtrIeOv|yMx`((4|ec
z$I1F|tUeD0iUH2uC+Bth3<fy$-EJ?^y;C58J3;v2)G-#}jP#G@>UG6~uT{b$GF|i~
z$9XH~T-x5x+gU+uc2T2AG|%u>z!PEo`S}Y-fF)3}oVK<eg0!{H%S@vHVsH4Ni~~I<
z^8KT&m1xpZ8l22h^X;D+Ub{PSURn*CawIwvWT{#Tz2H{sfl8hUF%5R4g@){r&;@32
zHnz~hRY=s}l)Bah9SD>oJces@=5Xq4Y6YWd*9LeD@Op?m_`N>A^}au}E_F?rj0y>(
z`F+Nl<!Ya5jQBEsX5WdA_Nz@|p*?#{#NHsKbL|k(n-$8@x25+TE;GxEm4t$ESPYv9
zjE533U`#n-EFk)^KVj(UPdZ2Lr)6<B<U4k9N2&?o4g@C(3ehJDAaaR}(`9vomDr47
zmxih?nC;(}%=9<e`Bm#}@fvJ9s|9dM!y%)mmfms^C&z-y*$~0B5oIUB0lrH?PZ0Vc
zu;+S+uB}P<F=a0C-}`^CU#jYI5K^$=HP~`aBgPs*1uZNzQW5#&!BedOWsmGYP<e}3
z6p75QrtPsM@L2|hvCS(|7!3!56@)rm<-J}>IP3>b$@POoZ2U--*|Eu5c5B*VargIR
z-tL6Z6Z0j}RodYOxNe_R*1)br*@~5dJJB5p-9GkAo9A0QKyZH4{9YtU@W4x+09$@5
z`rIlp8o-9?K5VtL302K|vBNb{eFx7}p^HO|ki(qO$rMxJ6rXn2IDr=ouidKoXcPks
z;|-&TyHy?X!S@JBcCm5M#~P$olHyiPLvAI_pnUGpRC4GN(Y~bjqTIps3%mXke6|qG
z=zq?1e*)$I%1rlvFzSCD=~%u9v#&Z6PKN(t-G3SK{{fi&Z_fSK$$v7?F@Eht{8z&4
zzfE*s2-|-WW`guW^um9-_hR(o^b+)v^iuRPUrxRpz5JJ(|HWI=|KaDW(yP&H{6kmY
z*uc!p#PL7jG!q+R11EF(uT{Z69{w==|LXaFfz|)O_P6@0@&D)SXzOBQXyW))Rq&r|
z+dmBg{$T9>BM@+)cW|-$s<AP&{xdQ7k0*Z#4gSK#*?iHZe?$>~CFK4{53K+A`~H)a
z`$rkV|4b47z&HOt##GL)G4+q5|28|v!otb<cVlXbI;67F;zGx@qr3p41RZ-LNRl!z
z6cZ$d0uF{TUf*{JDMbWjoUXvYd|IAd6~r=Ot#Va|s>%kJpD7)OYg|@<VH9Aja1KMg
z-z|UJwcc*LPR2a=op-*pE_5ck^m0DJyq>+E+xdZG?#@Ld3>)J`gv^dYo1w~%Nz-TR
zU@+7fi|N+RZAvSTiqJpcX5U3ksP@eNuDh?2TWt$2lVaS&mHXYjW-CLUVZGnFl$eoH
zB$`w*HglhGRDQ}%K-81R2M)rW`@QujF!4=jy>z5bBZPUxS+XBlTFNXn`Cy!i24e2G
zphSK#Cix)sSPU%{H8pj1<Fi3rO}Th<cARRQnj$+vjZ0RINit1SS(~Zc(bNC{mqiCX
zCx4Wh4uXnu9(5XY#Pl!?6%}Pa1r0S7G?pft$IDZfvX`N3x}TABxt2Ms9ajxYFO`AX
z!S$Pmqv%HV+uTTmg$n3#NH4jGOfFNM`P|&}>_&Djr;*GjJZ$S#IAA-Nn5W;=pxS9Q
zq&j9Z0Y&rXAmMidnAs%Ei9184^nmDG%x-sPVoZEfl-VrI@jHVJWA6-^fjG?GJCnL}
z46>{U6QK0kF$S`D%)vfJK^Y$8F%pLNbP=)$NRz}22C|Uj$sbH$WHFFtGZ_$K{mKmM
zn3%U%w_Ll!9E_F&QG_yxyFJdPrVKh6hGN~x47Ou3#n`(O6d7EhW;_@Hl7-zrdWnys
zMwuFDbQ`4}DwGsTUgWsB*N^V#U5UH`eYStNjyO{}YF;=eI~}0elS|4Y$^9Hc<RpGf
zqffqcy*PVIy@fhNOEXTxO8cFY!=>iBG5hR|?vYkXSJ*ms>Nwm`a;m+!tJB*W>Xx&1
z-(mR6Ft1>JeBGvfwb$0pdGw;OeU;NK#Y^vz@Pc@KbUm%LsU=E^-6Xb7<C&hPlB3}}
zPH{%x71Xk~mY!?J2_j=R3tVghTlPRZ!BYrr+NmVm13DIjbGH@_9YG}Q{>~C}nb^Jt
za|O$-teJ|bIT1WuBM)~IJHJZM<k*z}oV6~tr)XSy0+WW4_*3+0f@6Q7C-RhCh~%;<
zXgTZhNT<I!10+LGdbAxl99|NyKvY8?|2Kbe5KpYUwr1uF?;|dopzJ)SkJ<K3y=&_n
zX9}|{)6?Ma7iCsonToH0(6RkKhfi@AI(~XbqQJdrh2m#ST@D(9=2A}0x2}$+T4)i0
zKAR&TpKku>Tw);No*L*ED;g>VUF&wQM?)N{X<jxu5|T#LHP%Ee>lRd|C0i4l+(vCc
z%)pQ*fRY|yI8LCvWpKwO;}EhIpg9$?Y3oEE;jqvsXwa*?7+bPCm0g*$=pY9oG=LyP
z1*nKFAmHoMUmqacivytrzp=sw0?~tmE=8xh;|I?*_)Z%l_c7Gqj_)uMll&Nj>qG3&
z$$QBI<puGb#nPJaK9*`f5fP4@8M@?+7FTaUm@DiEj(=Ax<0uMCU^fTAKfwTzhQdix
z;c65VAs)?I<~O#^W%UV@X=JIKS(vOUD~RVmfR=7oD}>liL7G|CPHZnQ0M(k^ae(l5
zFO3+}hQ@DZiN3E|AFO(`H%n^MVnA%->5=oRa5(!EV+n&5V!z~1vMLK5h1_a&Y!=&e
z!I~N_MrriS^2T*zYIne1Jz!r(fpDAfpG{G)eL}%nVl_x-+tqmqw^Oh$?<){Kuq=NH
zp)>~q(f5DT`Oaf<;FeQRT3*l<cmckeA2vV)@9Agk>l@6>YsoM~v9eJ##P)6`Nu8d*
z9(?ZHGC}5rs2I%YU$ABy+bEF2Io+eT(_|fH56GL!I|68S4;_CA+C;v+3KOHrXQg1&
z87Jp~$5;C@<u*8)lxj5wl6)KFMx^*SD}OXUsO{(!o4RS3>r_uR%*@%y#Y|^$n<9z@
zDx#8cGqUXu*_e^MsornM?B`Ek(^4)MS>?`$bb#PX`!hA{q_zo5_*IGKNvKQoD(EQB
zHcqry(TWs-6Zv<8VGY)3*>9v;fZ2dS42o8ZWm}$Nm913I!XYdZTvN0}8-qZ=AfdvG
zEtj27m3`cCP9wnK3XNKE=(Ie{dn8T0)_vm;5THf1-0uVF6^+_{JQi*tNgpDLHZr`#
zv6WA({ry;!LrWq+^}F}O$enzJ0cK#{1mdon`d6*qZ@2Z_tgylIIQogyHSZ=D+D&zf
zDl-Lh^DOq|)W+rg#}(?LYEXnvp}eW(#7DFPjvpXmt7=Y<;Y8m@jAvDc*fhV-j6_<n
zT)v&h7*CCz)pRYB+nVz|;?s-E8?m&(8HC{}&UH<_giXCD`Gh!D+CX)Vs!A@xksevc
z{jj<fk4GeK5ttdB7C~QuAYh2Mb;;vF4{8Rx>A~yM2q$_aMRL{L8LOEZ<452nP#p50
zhRYd<*7{t}=&b&{ARd3j&(Wzfs%JL0&#tLCsE#@;H(RJ)Ee{dnbiQ9kDBZ4C*dRye
zMKd4Y8<`=-rvDk2`!iN9LK{z^Y@Z*x5{g<BUH*N(Eew6qn)88uywt|zmET7DVH+!k
zC>Lx`;`uRNB<}iqb9m>=_Y+J&UKvncxqSgK2Jnt8cicW<+Cy1|E|N1aNt_V~5<}b)
z^$Up96$lH|>ZP47KQm~)>8e3_5aw<8Uo1nP!HoLt0Td^)Y@+?;$=L>V)YedxnH<yR
zr;3EH0@=M>{?l;-*F|x!-|!zv<IVIqNt3e}-Q?y`TvX;GO`IBn_HVHl7c15Do-G$=
zc~{i%N=U{d@2|80noj(UjtU0CC6x6Mz&85i5P*JKi7BvI_6}`j*6xCpCS+Vqy%@TI
zH#e}Ml2y-8>8tU^cR60;HGkX8pxI%A&NKR^(dUH{#hpLq8)rqXK(?`qb@oWpsI81h
z)8w{gT^m&BN9`Qjhv}f*qA0Vc#rCsLgm{BsZkDzHd=Q`0_A#OWB<}D`$M144ZOu(!
zO$5-gYk=#9yiNScz`>NWv$rY?^)ux4M{+XK!B0`|^&Z`#hbA_J>Hduo-lqMBdc87Y
zSG8-X!(9L>7{<W3!ZzF=6W9QVLOX4>q7IgObuy`s4Tf$&7o%d`3Nnhj*c;Aq1S9LC
zEAd?btQ>m$u*OLX7hs;-D>uaaYbu*ODLnR+_r`alSdFVx3!2O8`p68(d+89Ucf=(j
z)W}Q;ABLdsQ@&$!>MHr2A`w(zhIHTYPZaTm{R|n%LS0W-q1NP+_|_q)3eRdYd@7it
zj^(4<=@W~`%R6-It8BZm#!a5<TIx6Q%HhWF@T+i<&|I`G6o_TX)QKI~R3P9SEdvdy
zz|izqyRCAsR^qLel!6X%S*dc~ytinB46I{qBhY3ojt3>jw@gq%(m*3kZ~2h@U>koy
z94X(ub??5r2|nCz`0ID_@N!vrP|rmchDh}2Md{Lf`o4ruCVthS<Gg-@=x{*&Ewt5g
zaBgM}5k*lL9VepNi!Cl{$J4H0MKDAQToMS!8m!k28uSZJltfVYU`zTz9z{`eY}JA^
zlWR$;{uGh-+yR+|<8I1nR6h(42^0`3U(DC-F}+z=*et~STI)A~`ZmWH@mtxe74r_?
zOjT?a``)bKVct+5u=MJN)fc<&LbZczMwMi`zS8#ELn}{!m^P&p<QCCG=VVWBKbb;%
za6!ugQ*KcU$0ppUe`G=ysTA8q?WTcLp<k;Y=^8PKwAu#-_|hI`4gFH87$OAaY2+3!
z5Bg229LEQ!?B;&%b@D7u=CXI|=XVqY;FE3yFsdtF(2soKI`m;xaC%$Ox|7&L;90X`
z@$ubuHOo>(js^4Er+F%f<eyRRJhaLwNk6Sluz#{L-iTT)(CAjO;VpUTje@VTad1`?
zv91?04C{BKggpOhrpR9~wu=qc)Z{)f;J0<mb`b;BNy+PFpWYQhW7G-dSnC5!v1i`q
z+7ko|3)Y8Cbu#?1UF4rMGGS7FB*>bbR(Q6DpiI_ZNKIv=B~XUwWS)j29ykV2hVVHC
z6@e9ISJY?2Sno`(MF)F)kj5L;uctmOhJGT<u=!yZfkhtvd2k1k`p&FYCjuDLsW?49
zv)CKOPXIV5@o?sObvF{~5P{VupXE54(7R|?F)o#mS&;R1_+)n{d8{NZKb=j9UrVaO
zYuy)(7?RjC+9IR^zg7*t$hU6@jxZ8||G6`4_P#@$Be8Sj^-W{VpD-Em9;6q?W^Ota
zKLEvY$!G*A8M|x_zR7J0Ed|hi9YRoSS<RF~=GpWot!$SW$?%1<1!0q$_-u*z{DM;i
z;81@Yp7{`mt3^OEHr^$F1Q0tbOtawd1S-snt8(mUHn&M@W0e8B%$7d<yyJU+cF=MS
zl7@cDVL&?s&1N6DP|%YIhv0@MJGEL8ZD(uYb0(U)@xC`$F~O_29SJf$2H{5O*Of?(
z8M`zrVGrRKLW50=-?udw1q19FH(I=&0#!!Y1rhJi1U}NzZ@-ldk9V=)1a;``n5X|J
zsz-_qdckzYf5K=Fg`t<sm8dM5cRMDFw6J5{JPdpHpu|^baM6@{@cRby4Um?u<fA4o
z4kZWj#Sp?|AhCsGb6HANvEdS?JRkkeIhAJ3GW(h{88gL;b{I|FT(bVkhDFga`1CMt
zgCz%_(Rk_#M%etspg#0bBGi@8#BLyh3HI|jKXGl(UjELPF&e7(VzOE=j{CU;HqY`Y
zepl-ekAK$!(-%JI2q*boQV^Xs&q9Ml`^nbLX|%h?pmy0K!lBT$(c;JZE-5)>=P!|r
z?JTV~Xhwl-y5P7-SWJc;!`1WkbNR}!f*zJPxL>=9fT+~t$5W!PifP}$=eog+>9?%r
zgqI5K03HN#B5u4!GuFvFr`YBk((4GQo6|D&k{K-JN4<U}?y(2y)t^Z_;Jp_94Dkkg
z#&IU@PoHeJ=COez!|sann!^!V_0Z<=NgFh1+GJY_#+T%LacB*O1FFwgkH>NjXNd#L
z&($sbkTY-!GBoXlMYT~RK=1{sDaiA$0HM5jHCVSRm5UFxxUF+K<W#z{e!JN-EWA~M
zRO`$mc_`-tJB>w^hTr!g7HNOE347KYN~c{T+DU8lz#*L)FRj1KZ|bRj6;!j|*u2Iu
zPP#N;ccwlnpT)oqPAa$6Ve_5iC$8l3Hdj7B-^Jn^^u?ol^E2ge6yd_E7~^|d#i@-l
z3xT;g|0yh+8FWLagbZdudWy>lbcWylJuzE%-S=3J@HHzWB!)xvD$HMU3LDHL&;b2O
zvs*q%rfu4arM(Kw%kYfy>>mDZ_RS2Bg652o>r(uR3oM9m3E6P=yPDo04>j0X&j!a3
zGVIr#oO+q)mlW^tx#U<WapUpE2i(4upTU!@6raqHU7I0?3=;0PN2KhlerV<mb=9ez
z(Z$hXiSPUgYYsC<l%O~BsrfJ4aSzs?x4hq{bLl7zd5i2@7u7YDjlm7@y$~!xsR-@y
z=i9#NwKs={Xp%c540nXTO%$tPC`*tTE4j_5tCw~Ybd&G}*NU|ox{{b0nW7j=EiM)9
zH)cX<6b;p;sPvEmfm^d`M~gHX)+;tn0?DGe;`5*~xU<UTi+pRvA`@V^^8zQ+r%de#
zLaxahs1tFo4TfU2yV4De;N4W05zS!tqz~=OV?h$8wMy+a^(02ISr%fN9*6W<mCpev
zdoVHO3~6!3QdmByNe;0DUB#K@KUAo-L+NB5dB`%r7L6b{fI1L;z2H^FmN$dFmc@^&
znqJwk2;IKiA~16(n4XAlaKmF+=RNU0TpDNIk}Jx%6ooS54}!a=#`#g-fcZ0eWO7_N
ztg;TK>1r|`!xj=YuR^O%)#o-WJN~1$j_9p!VndGv6*f;)75HfW&T>#UH20wG;3H<{
z)2A4Jz3%hKLjDNPJ<#$rw-&HeSKxAkJ@u^pO2Fs(sPBld477HB{$6?`MFazeWn`-(
z0=4(J3>iYV_R!&rN`qtR?()NU9k~vKvfP4P^p_7Wu&ktYqm_G4?^-~WS6#yQrD1nv
zb3=@C4`&bg1O#jk=lKT);eTIV|7Sa>|4N6zUtGdJ_};H2U(T<kUv?&j|KNLB{$>(>
z6;u5^-ply)(jQx|e{87!aq^#;gv|d2-unmI`xm75i{Aai)3f+1u5167#nV5^S-)0J
zUH*R4^lQ=h|Hmz3W1xik^XR|rmNBxi{r#qCjIx)4k{VtI`*2HSouU(Lam!a$MoFSl
z*4U^T37<)kk_MGr(6|I3SP-C(6iA?<S)vq<fJes{_{-lAur{PNRZ54}5*O8_<i57G
zA<jZgH4|5Ded54vclhiK(zW$B^XuS;)4|4V&Mo)m^Tgw;xfI!V^Gx3z)cSc7SIryQ
z;{&GKwltfCKoz;9`9yp$vnU+eiR6o};W)z}&{Dc@n&_0+xtxTWfI+kQ9#G9C-;gpl
zW-V({RF`P8BC`YO^yq2S-*%#$hMV0#o}RMf)%8c2p)*k7N?Mi(E2xH>mZfc6lV-IM
z$RQ$B%i|F@P7#>K;Of`EZXY8hRmTaGv|o`0Jupo2iPEP=`9@31W+qzZfu~`Nij)MR
zB-zc(_FJD26vxB^PCB69xG5diVf(iNN)bhEN>vSawn=f@8;jHTBK0jwOV)-^P3eAx
z3}v)?subCF8B7XdRPo9miKWI=IR#~gk)%M1Om+JF_u;w{YBP_d)FfU-T*q?9E*Yu^
zsj#EIVyec%O+r#0Vba>p^6*R{Pbf#r^yP&DquD{WeQ?@V?{_QkYYA~96&G%_tSa7A
zd{GeYkP`(1j}O^r3UQ{Nx_RlkiPxb6y){-3dcy8x#CqFsU5|jC?B)jO=0(4|EBab%
z_Yq*N01_B6?^>&C&`J!0jcNsfS4#22^j{{~J)P9(yn)4epQWZVps_f8H$WkO%&2P%
z5R&<);u_g?%Q6Z+hr!p+9@urw2B&0&RjqMCDt>MWM^0^~1TR~di@?f=9S$wr;uy#F
zFsVZ+!8Tpb&CSP-(Y6gnspniG_0(f{7~z(70XU|EQ?-(%6IDha$uq3y3lYLH1Au{~
zbAmVqGtPqF#+MrMK^WyRIKBZYTC>UYBncFiqA~j>oPj74s6O4kig$u$TG{zE73W+6
z!rrL1oR&A6P>&4^9@1Z82&WUP6s-FKbQ*$}>JmvMKxrx@aGOS~ibNpgUJcwC^z|DS
zL5}XmEmv`QG=d)yIX|6$>8&z7zxI>y`(<#x*<S`JRzM%HG829PNddfovwqs^ofXo(
zrkL>gu$3ttz$XEKo5Qm@TI>tRvSF_NFjddTO8IF$5?7$43rt#9KrDHbSziks4bABD
z%5$o3s_jEg^DZH$=l5)PSKxwyJSi#M)SPM-?*fHQ{lCNTL)VW0XOG3@86DY&?jHL@
z_alS)_=|Sj3h1?6Y2mbn6dI<lc$!*DZ)>WLdk0i~gWbdYDf=W@QSB<7%Ftn|JKc7L
zCeekl=xe833%F~i>TUhr*z@0s&EF#3!nw*As3S_1ApL^wr5@_X&Pk6a9XvuV@!P#E
zH;+v})O+=P{02qdkcN`;nsE5tBTxBta_XsE&{gdYuakf7TW~deA>jnDuM;iMxOsT{
z8b)yD<a3Sg4~?a(?LM-X7V7;7DES8+#l$(5=|}yuD|y@YAgO!XrBJ#Ta2VP|4n|Tf
zLfTSo&9EOL+3xLLI!u!bd|6Q%gv&fE1qMy)xFqtF^IOvjfk>tdXV;B(@o9|CIu5$~
zUGC^;y+Yw*t#M`~`z>tNd%R-|EFqu?(4QArjz(qf7#{_}8V%ECwSm3I@`-YcJDmI&
zlAopGcK(j><XMi5b|bR;Fk14uZOj6(MRa(zCAW^Hl|e2`M@aO-GCC~<2h%ugC1g-{
zG6HQf%{9Dwp>)LI##>`g{IO7<156C$=}|Q?-Rp$-Hw+pD@Y_3AN+9|J6cRmirb5hP
ziIF;6%4{yI&Ti$~$0c?<<~`8^4(^Px?O6a=Q=82Y$Z=K>onLVxXONbr``O#&iRQ`U
zb!Fj*6E41=Z`P}=o){bbV44JR|LZ4K{;EjMFWNN`w?6l~c#FqEj05k}iI3{$h4<W?
zO7BDAIpYR4b<PSmjM|Zb&aUK1(M{%?_}JvDl+7>*QP%7(X?@67f9G9mFcO20dQ4St
ziyAq}j>a7b5dfme>Hu`_bAF)ev}Tt+_NRN<s?Ye|m&TG6rT#A~Z=2WP%1>yU<_(Ay
z-<ETxq@(^U=}9FbWLY#bYMyi5LfcSkc!mA>TDy%eH!7}>ZNm?n$Pg%!?K<yF-Cl};
zeT{l|?H9}i#5+oC?ciR6jJe5B$(x<Z66<FgU5ZWj8e7{kxbz8zxs}HfQtN)!)#%<v
zguVIVyUzE#2Qd(`0M|N**&wIn`-B@mzzc5WiGMI0{Pz-!e>NQaUkxgM84SJ}JpL@G
zU}X5J<6&oH{RgALS9jol84bRk{^w}$&kHKPsxSUqe)wlY#otAS!e7fie~SyH|8w!@
ztB~W*u<#$R|NN!C;&0L5Ut2uBN<IFX5&mBR;a?js{%I=sM-j&Vng;%v4gP&F_-A3p
zzqw5GXIJ3A9|N*|T`uwG(SLie;rNPg|1Jg`_waB>-d}kPo+0tHj33bFDr8O(6%-Ue
z5kvt+e`r6Grd)qylWqDXSwC(}mNC3hEIaG7i4H}JVq8x_r@oyW1SNju4}Efd-^{a(
z+c9}5X~CP@fBW+BsH0YGk=k<Uaq<56n^=HMP5=Zbz<N27LR8t(Q*%sA^d)<|_IjC8
zF|rGN_AR~ZQ$c}7?{;&&i8zRsP%t$<A_#tb1oGaGXSvfTQO}j12&Ob18lqdd8>U;P
z8=1buY>)b@20VHD7M)&`2U{1NpViaH^RCtYuGRbws?*1Eqs^mm@p*gHa0b3F)NXk4
z+d#2tNVQayoSN|u>Vo82M)^>BX-P<Yl}yyC@bO5MJrKU&FqHwZ-pgM2y)Zi;N9Z?@
zjU2E`50maU(fT}1p37mzqTPcKa?_AOGAd+4)a|d1Xm29#RG<-RR7J+xGR4TftGh1t
zPEYJd{8-f7bTl}Z5Ib3En6}k|V0_aM@uL2*5X~9!Jfxi5oML5?0aISigZbv6zUHCk
z@S))5Aruh7R9b0iKThIXm3}J?>SXGAwf%~T7|kR%0)9^&8SAxyr{F$XNyK3-rN$z@
zU0sZivx5FfP90{m@m!^wy|!n0T6ZkJ^ezNrsye{sa2atn!mI@G1ll1Z2@oda<;XFi
zM#4Da)dcc*+#yF}wmM`F%;k`_K%R)U$hOc5fdgXd1eGDnJqu&l8<;vYjqnQLT+sz$
zrFiW<K@tC<1O^aM29anIqDO*9qDMj`65Nbn88IP5${PS8WCo!6E+YMeeFo5Y*g(!e
zd2$}M@0{k7eUROP-FOC#S4xVN?uqH0gI?7~8^V6>B*q#L@iG}KRx@R<Igft0F9Ju9
z$2`a2@FF9rqZcy6eh3~6D!zW|?n_xmFwPjiZ>BQCJn>R_-?n-+;6ME@`=hSiBA!LC
zrsdWk(t?q<rF)OBF7bwa_a^2VEgFv-m_zYw>Ttj}_X3M|fkquZ?{)=KBYa;T2DpDA
zsDF_*onJvvH@XmCHa{hB0J~du0e6p2VRiR6ybkmi`5~a{r!H>DqkKOx1=<_tn<6yM
zqr7Blg|%Gtz0Hr5u@sZZ#R4wYjNUDaUkQfL+Ql`djbYe0M=XyaGEJ+^j)lCvRGW5-
z?z2_5@UQqO=nv>P(|1uh(Fw$im0~G*Ccn_)Jx-o5y(@Vl^U^!G{HnS5w6gk1rX3S^
zpm4|>h*$d?v|=;0XkiJN*Vv$yGmTTs9Flv3QaP~Of!z<`yXWP?8t{PSA+)TW8<Vye
z73iofD68sM`m?7L_a^L3a(41k%$hNkum<FjinEqA(Fp;q1}c!P=ZJy=?Zmno6Y}l4
zM3zTQb#Ous1?o9clHja%G?%I-Or4B|oJ&$}G0&e>J=%gC^hCOG6q(gjPkO0GS4O>R
z9<dA9kl$#gM@@ZjA`W9l*<**BqDReyJ-C%%_Vti*<h_liV|gRTDAvsDxYy9=)ufj&
zBbg0aLb8}sz#<#XZOGUu?Z%oE7)wE9)SCQ1SBZ|=;EqlO{qHAJuOBCJC&O-%?D)V%
z^l$F7^qJCGE|GnS057)djis3n=+y1EvL?HNjqEzz%7etwc95==1k3dx52h-=zi&$Y
ze(e@#(si}n7({%k;@6$*jA(b7KK)53WsR2=cB{(PcF1Gkh~_9J)u!0;tf3ov9reUO
z0Omk|CG(6m2FMJitG-S8qgQTbbR{RWskCXl!LvSrx-PP4y~s<KW;s&Ui^=EKai>3q
z+w4|wDze{ucoG6_sA5#}$9nuOI$WqOHeiU_54Ec6Szl_Ppk2J^T5z7D4u7e*cY>dd
ztLr#)?LEy|=}<5-?-yDEZ;L18aa9^#{&NUo1KTwFZQ7vD<&b2$rW?5xGUxm)E+Vv6
zO`hwd%_Tn?-WXh+wpvJMT|1jO$or4SNgYRBa@pJuS^}8kRC~i}u(}>A11IGDElGwt
zL4J*F9B|>daCisD^f+q<P5U1=sA>@!C=GHaGUyI~^A1kBZ=?9pr_ZnIoY@d))1-)B
zDe2dl@5;E3G?(!j6+c90WtygubC@5BI%5u{nlOu^L?kH(&>>~j9|$vSkIwe`ajj(+
zQV?s0Jp4GnN>1K4+Y@vj%IlmWs?5Z(Z@BfOTUxXnhXsY#PPqVu_a8Kwi7ZpzHieQe
z2r8nFC#hi3q*))$IoJPw-h<6PHYQu}tM;R=es)h)D@OU?Av)MQM?EXYR5Oxxi1Hc*
z5tOfWmjntAkyU*e&0Atg%Zx1rQ6;&4D)llpVO27({{ThHQieB`PCBl#iOx85xU5d$
z$F_g=H;iGTq$TC#9ub4A;Idyu5ddByyl7RRofKzw%u4fpkTKldzX#<~o!G+ETUY1g
zbxC}#;+?0(MzNwdDUvVv;)fhxArnn+aEl$qd>4jL<%CIFuM2#&qqOy28%f#kvJfqf
z*XusQ>Z~zt@1`B(2etNVRR^39Q`mySL~s`lc9`1w_8roUOmx42-@ei&&B~!0?Z*_I
zyR_^_HZLXr0tqx2SLNm+shh^>--+z8`K&T`i^jKXMLTXwg+?0O0hIb##2>)%>9SmU
zZ3hY8pf!ZG(>#EDxN=A`TA^zGrk8<tyM?Iyf?T<bQsYyp@Um!b?lre*gU{r6Qbyq?
z&XO{1&9npcVyn;_>xgUp*$sEQ9DfW)ttPmFRCyEQI`9e%75+QHOK(XDKU|yi_}l7j
zl+j*IDDBjK>dN$x%PJfg(IJG096l{MGi)*&LW}VMKqC=Ci<nSiiR}aNc;N1(f5c%>
zm*-M~?wY;6hlpN}0@8GjlR_=}dR`)OC#T2NFQ^h6EM`$A$yl8#9tT^Wk_!s98^Osu
zy0ep|1tAh;(fPaYI`{YOKC~7Id~0%^oarJl18hF97c+yX;s!{c6@d$R3G%=y5Ub!6
z0QJMEQ^cDu=sGF7E$;~KQV(3K&O@<jPI6((R=+|>86ytTV-T%1hn$IRCfqV!D4#hC
zQ@qh)&`6b@lM&S{c3Dmtd@p6LK*9my^nf{*9@dLQ@GOXa=y4B0Eu0{oZj#9VDioE8
zWS%5T)vYaSOtBt#A~(J8a3QU=Re52Co(8p<>}&z_+h#%_3E<Z+q4OM(LwXp2$^x&~
zpoLqZns7^W0aug^Y{l2+B6%8>K;QuKjc>u#HcHSM1BX;GZ4AUf$jBB&i=5s+FfosG
z_6#ADwIkA?%?_6Bp-LSlc=DbOja*;UyZl*Q)rFf~*5^NsMO#U39+W$6P##Sl22mrZ
zJg(`}+=tJc>n0DvrD_xeaFFdcGEeYna7DgMF!%%Mjkur;ZQT>MBC0m~_^@@UV<T3e
zzCDXsL-m=ATnWnQAod7+f_ty4oHHz@jG)rs6=);GrJ3FMWnH@>*hRuIgaKW&0A-*J
z`_L=oH)dlBKmp_Oh{N(b;PQLKT9v~xm>Aq)v?WcPi<Wb<<(o{qHMko_?(y7H#!STx
zE!@wuFadDO?Pfua+0>tLPr{C%i(-Qu>Hrg?v9<Hr@a(-KB+J&q(Z1D~#r`XT9uyu?
z0|k0fH_{@L4dNgBXSEL_Xln*VcYS~f5%sgK6@`wa&5QeW8RZhc(^aj~iD+_cpThwr
zqgt0$s~nZ7`%O=YqNh!Rh6`LXrM@o^k=JAGqepy;4#_0qq371f3TQ9oVv>=NF-k~B
zC>Is$MF8Qxwq7QV_S~&Lx#y@@6t2;Yi(4)8zdtb^@f8WsyCXj2wi-Mgd~ZU2q35DX
zSm(Ux^gQxfTEP<}Wnbsyhh_=D3W!5t(8p2-D+UQT<V*9|ZDXu*u1#soI%mTk4UwTg
zr}(-yg8q^l+%%b$Ezg17d8IvjjZu?#$63rob&qlhMV*)Ih|7qU_K^WDNz{%|mJ^bY
z**POZ-U<npQ>-DPxRR`?L&}5b9C*K`Dx{%lg*SW6f;~-GG(x6|lbA6;C0K?X#8AJq
zU|%Phdl{QNRsFgB(9SDgsaUW?23W~h%i_afA5YtchH9jH&azxqc8Nt)8!=TWy?Dfi
z)vKfVYGUwQWFK+$O1xAL1Xsy*A;fDC7n%1UUG{S;eWyTi%b`1GH;oN~q6SmO1Dprw
z06c&c-MA|I1~@ibv1#dyZ2^mET}5j_#o-Agou=A8wV@8<RCdG-DX47-U8i<E0pGO9
zrm$&cs}eT%pss3U5nNDWH{-<DO(Um$gv@PeTsKHId)zqV7A5lcdl;p?;(f6{I3*G*
z6IKuseRQO+NRlZ{zB7z)uOnIe%0Q*SPaFCZ;|g${c|g%r$97athWYHo4DZDtneRz7
z?88<R)!jKZi|MSHdpd7EHw7#~k*0mw9YT6h)xb`H4Kd0^z%I==COEoQPO*5DG(nQg
zB|nP61AnsDhPXmm{v_vZU7<A`=3L6<yF_)?1ykaO0D24*tz#YGF@edvP*nbTC8U@0
z9n<P3<-LHj`o04<V_2`iO1QONP6r(KR~ew&3>>m-H-8}6{V%wv=||jc2yk^g@8L}Q
zBNJ;*{I?O;_8dnq>>ND$ZO0nCM(wo`mt<ChLmuwkv0x87d%{BcANIaX^r`o3UX!ZZ
zu~2#A0o_-Ykfw#4g9UU{P_xJ1pqy%PMZ<g$hV}3-otzpZpw01V8S-7gVhVD~WTx4G
zbET6I2)eLNgILjy>;?y{Xo#nz(*@`gBDh+<+39#(WU^ny9X_7f4V8{TIi2KyAr(3Q
z%Ir=dOZ@dSTV@HdD(Rei#mW`~99}`Pfc7^_`9(;%wA}<4P;GIxGpAzOs*Y;tW}EB5
zUPhtpzJct1dp|4=O%+q2PBzpn3n5{qtUqGW7*<JbLUP&++e&aI1{54wj^|=*n>QY0
znw3jN#t9Ll2@TPGdTLq4Tcv9&ea8BIc?EtTi6zz7=SDkl2ktxi3CQF1V}ON?9X?3?
zQ<;9<9hy7pS!&C#Xvu1o;!CZJq@27Gw!K-Yq&0Ix6}qJ6fO3P=(=X={&`AT|LQP{I
z3j6S<C9-rU-(7BfpNe%u=(2fOcaq-@sfR^}MxI#7^bNqA<NvGetK+KZx_?m=0qK-J
zO6NI;L#NUyt#pTUhe&q{5&}}v-5rtw(kg;<OG--Tor8~$_1=4b_w#x0{IzGzT5GS_
zx%R9*`}<*@qu6`H%8JuDA|x*Q`SnLBt@tqv6Dc<^d)V;_3UV}=&R1shHYuCRacVxR
zn;fc(<5E15Cy&;DWNcL4^WiPnCX!rTTUec5#rUD!$ASA3ceQA`HZd3Tc`7n&HL(to
z?$AsmWyzOAGct6(yzVi5iu;9e+c=bZ?d2rH_SD>a=}3FGd;JZ2c@_=agN2>4N#SLB
zq~>~RLOipT4Vo-{DpJG+DCPOxqv6-~3c&a8#Fy^zfG6>jb>bx>X%Zt45=G7@5k3b`
zfVv=hWpxegQv4#`W<i9KPo)K<twh9+T-Csj6~DgK3$&@$_2jQJJb~FtFHxDe<g57Q
zkG~%emTH=>6TIY`YlXVt_V|#UVO$Dauy4O|IC4*k9v-QC=Jpl}szrTSlS(Mv%!MdI
zM#%7Lf=o}q9AUTR<e^E7v8XXaBHy^V%ESEFsK@UyGO&lu=F4jqf(Mr==p@n-Ah>bP
zQA~0dnh#H6wp`_Ndex0P);CIJkI+U+4QZy5UhIVu-%^q5<_#ZUnn}Strh00cR76Lp
zLSp{}v3Rg2Txx=LgxIn3I+I*{a!I$Bq5NFGbtkp(8f;cQ@b$Vr))RD_;brYbQNHqe
zr^hDuUW`7Kal|31|HSt3LHtx{-yPd@R(5+_f~NgYOi#DVy<6^62}JBSj4EJGeM*{Y
zbFh~rNq)4HoyC3<+h?jDF3~C_1~zVy2(7mYbMs$x%4Kf6?w0FToK{Gx*bj+bK?_xU
z(UC30E3+gdL4W611L^VIikHC<=1hX%EcZnj1|Ln)rhJ-=cV9nD38(quINt|-8W}R*
ztWB&E6E9RDH=ynne{Wt*GE!q>8shkl$B>tH$&dY6LCxc>H{I5;pErq<zD&?8%~H*6
zVvL4RBI;nAeL-?j(;lAqR#tIin#Hna`YDY|c$O}qe@^SzV16>*S7}5GlgB!`&*m%3
zv_HPEh}|kH3*WOvjJHBskEiITsAZUOQnt5i=%1&woX4Z-E_~NtMin4qa*!?hHIXxL
z=HBD4@)m=ml*WE)=VRhA;vG1pBK+}ch)tHm%K=W>H`lOD8!n$-s;CJ%lg?i@ppc~2
z<jCtC<@m*(9MOs(!6fHCIwf*Uqy+6?^0TI5rt<8vArpV4vtFgO5HdwIDaXT4XTUbf
zA#+jc=H9v+IAK-HX{VnrFKSxmV1Fp?SLr@RuI61ANwwqS^EMsLV&wUHD)4P4W6)K@
z&aTl<$z*6bJxU3p7Nss=jqT8c>2yht+=w|@E^JiTE@e|X7L#Ue#eIrKu{-JDp_pkR
zCyhovapro`Fd7`Xzg5$IgO$gjl8c5~E6&f~y75A1pXu}c6%9kN&{)dxvCneJ9RUou
zAK5E|jgdb_TB-*~R!0nm$Eq)4t#HxRvIq1^TMW=xmc<jIst{DactSu{b6z%&JpHAp
z#G+$7vAlv2#dk=Lp_PHLx1j!D*fO#1%WyyHJ@Zi8DH>%HDs&n*PYjVw*FgG0B~>F7
z(4otRsj2|GB=71l=zDJ+==&oDB-DA)aDpH$YLM%hA8wTde(gsdp0OxFOrOl1+iE1{
zyvOGx<`kYh#{3bB^Hc`(4j<>6qBqw(=56*##0A6yapk^Rb|xMcGOGD8tDA6GQC?@C
zrD~Abz2*|+zmlvQR29lWw4J20a4CFiqTf1fKzww4?uiC0<dS;k8+%}DwS6kPuZsJ?
z()(=bb#Rl@O{RufvM7(kD4kit-turwHP*Z5yIJ~1Lbgl?pUQ^^3s*x|-_d5)Xs6R5
ziq7Ys@x@9pju6YxpvtaDd>x+qSfXPWjr2ylL^<0ef44)-S5nDqldlm~=DJb~g#eO|
zbt?0;kMyMz>n=ia(1yaJ5sn%a*Cf9&C4$i-iBl_#Qzn5<aZNl|?qXqc!f)W21bSar
zFnNz=^V5ZaoTUv4u3@Fm>dVxVMz`uXWKO<xYnG~4Kf8Q!d&_wrvuU{UX~)UlxyIcX
zRgTT=e)UD<Mbm2>J8>U29_Y$t+=<Yd5M<hC2&+!gdFeVB%2RZJ3f?SwvhAR|Rk^7n
zygk(U(x>jS5%22>zE@BUlv>^+c*XZ^MTPU%0jY>C(}Ayc8K8%If{zLe=Z;!0r9<5)
zT#rvhDHTsWM~yGa!_Q7zABUXOwzgow61h;7E*j1=_SAW6>81O7Bztldt2u__oY}vO
zWC_*qKYG6gzJ`fc6`*~AK&2CfarD@m(6D9%y=bE&jui8G!Ib+GWPZi-O->#5;%TiA
zX>hxMMHTnkz&(>a$Jz(|V{G2ui9}lxtw;2|F9)>wDvw=oY|XW{DGqC$Mbk+zMEH6`
zG2Ono-nFvBV~u$+p>z^Lt5I0QmvD@Nlzn!L6MtVKWqvGaf_Wy;1FzKMXyPFexZ9Ik
z0QE89BEF%S3{T)lI~s)m_o$tM=Exi$hGn)#bAO%WY6izCPnSg#WMK8c3|lq+&Esoh
zSc|DEmzpD10j>2Qz9|FwVI1uu*g*cBsi3+Qg5}sKfzE6rda)$6T$5^jXJeE@nuG}n
zpK7x{HiIx0O{LO7W4a8@=TRr~uj+|yEzeCiAx`R}`p_IK=jxzMmaTbH#4tLhQD+bV
zKeFTk$$}RF#&g*WX>t@~3Z2=*`{T#3w&%8OlMIio==v<Ljk3JiiPMRqdZzrPgh%Pr
zCCV_Iw%b&J(Y%O`9=bYtBzJb+n&r<y863rv9ohPAwZR5j$ZeBejbRU?631d8-Y|QZ
zV%_hUD{aq+>uPX<`wW#qr7APD>Y3ErkJ9)}&x@x=0?c%5V~hIl#-#*KcAHd&WTn2)
z;9z|bub7*|{M4%c`ODKgys~LA3W+Hp6hUYY2j2}D8!*5gOL>)eh=(7U5bT|L<`a5F
z7F=|l_?*pnXRvxW-2g9|Y}-3sAg8oG2w8bHz-idEe!XS<miImjml38&#5ap!uF^-c
z!cU8WE``r`qhGjuD%0zSaIk)~*@M_F^_LF{iasb^3A-88Gj1zxn$?g};Hxyz`jYtT
zybDb`DL!sjr;t01*aAezeP71^gBsOAmR;i$GKK_qPO}V+bpK`(<(aV^jfyWilyuip
z>+P%-(68eziuZ#=mO}GKRdA>SK;{m#2;C)HiwYotqhorAq`<b;R%~`g*08o5+2`w)
zwYQ6+K{Rq9;YLG<&%6<cigXu~v-N$k*<V!!kZM+WVp1ek3)L~3x%T8I->)SMI=F7z
zld7B(uRrp|ZtsQ@+QVD8qfikj%F?^@?rQ;Prjf47pY?hYabIU#$X=e|_P=b=d2hJ`
zKAk*k=B)0VDZSH3Mf{xmjo~1Rkt<s<Z8!}-?WVL`$!PG#baX7X^jWcv_EB7yW)k~F
z%gD@y)|2Ager@%yt&EMb`0k^1FOOnx2nz3!+`8aQcEKRM+d&T2Rv1}ZZ=JT1RDB@v
zsPcrcneh%cqMewJz#ce~KD@9s)cYCHwg{gf{uhd+FBQjiuA0_{_R=!?r7ajvzF4Jb
zH!F^}ht3Q!Q`+;?qNkQn3S5R1OaVW!y(PPowWMZR4R_WmlW4j7?e&0<N;mbQ>@RM}
z(;@6Wu$j@t%58q5K#(!W)W^sklMpOrU%)`Xj}=Xx(?*{mdy8m(A~pvp@B{A7`7N6Z
zfBNRbNAKEOD4yN8WsPuJ_1gD7;{pZolK-p%<oINHHf3u>+v6Th6`de@phVBg>yD9m
zyJz@LMJ79K{$-5XuZYfZu`Y{<WNMwFYh8|Azwxp=@hX{B7ISV#Et<mKM#xAnZ|MX{
zElC|LPZFe7ECq0!)<_1nS^}qJax_4zB4-;m(KOh#g}DilG%x0LO`Q+3mZD_?J2=LT
z^=(%nT9qGhym!FJlsKxzUhlgIHa{DU?sbF>F_2pnm!-76zIidIE)>YJS&KYBXnp5}
zHqw_GipYM|N<Ad$Qfav@aw!67>%tIM%Pwg;@Uhtpy3Jtf%<<01IBv=Q{73Nfn&ugI
z{8;S^v(=p(n^p9w%LF=&>h($5z;(GdocGV5tBP;Gt?art=y)%DT)UJx7)a}1=cL`7
zNE9iw)UthYhir|9J4{;NuBB^g)*^IvrR(*I7#8HnGs=CcC2(MYvnWx(`6hN^6U<y#
zKveCv*51>>&r_6J!Of=@2-g{}p^|GLVF8P=q(deO){V9`#y3UeI`{))eHgg3*`Z;^
zHxKmt`Z2B1$e#s9_NgG=RYmdh(StydWso+?pT8QfuKwEjc9BU`U*F&%td%192%IX}
z)&-+qvAzst@<EA5?RYrT->h_@tX9&{s*z`#r*<zwc4z;!`y1IQfyqrj_bwXk#2Uv#
z^Ob|*cTM*%&Zjk~$IdEhJaOF4w6Xf?)QMD|62JC5CkJzkIWP^#xmsa2$Ip1}l3etG
zk)l)DL)8+C?j#?(-|*5!A;U%LP201h>n{nL{g5zZliaUt(b<~G=!q2CiiBsOdV}Cw
zbnz@tMR%s~CC>(1#IC$6izfvH1;K*>`37PzlUi&MQ~9b?xL+diC$Y2%XF5d(E=jf9
zla)ulYn-<Pgl0l5q`kzE20f{sAX=${$5=x$_j!~}hGJH1Ul*fP^A>LESAJUjz;pMh
zs-ukV&d`JV?6z^K0yM<ov#NWaE{Pi(@|d{X5TED~tLYJZizr^!nM<8rZtej4W4P`y
zm*Vx^k}JGbvK@hwhueCCkb>Lfxp%}O?KUnNXtx)v1!DDT@AOt+^CRA`O9L5*jH9!@
zj+O4ury~}`nr*yUdh<YNU}BhCcauy9O;qj6t-`P^*0s3M%yw&=t~%679-c#173_pT
z0%DoMaU){CuN{W{+TK!3%lGWhKFj(0tf#ioiX=rFDJBigu{57h?~L4PrI@zxxFkIp
zUi%i&@98n&W2m{1HR*I_u`t)fS;lyd{jDudplJ<X=vA48q~iRvGSoC(hRv)rkqgGM
zv1B$r2D=k~m(T89-yZgKeh6+>mn=rnutc<a28|pw%R4#hL;Wb`<cmuIV$=bh@Meq#
z=_7)%vi0Gu=UB@R9km;Srd>A{LophIvMdht%l5`ie80SLU-9oh4~=7)*)c;cX1p89
zeYQX1y;(7O-}z(p6n);<u?XNs)~ezsEGxvp=1<0p>kZ-^j)sK6%(K2Ob8W+`qSUd(
z>6!(3J#FQv-|P;P7)XygmL(7~%YE{{frxwpkxC^;blFX?71FaDTE3lj^3PCgyO|$q
zU0`p!(d_YAq*A0Irkn9<M5N->PrXEXqtqytn{F9<W0WDk+~t#TV@n|$9?@HyNA0$Q
zCHVBR4g>>(_`ojkFXY!Xw@c8g$GH;mtCSv*72~W)NLf=Iz2L=eUDL!>^IQ8W#wjxp
z+q^X0Q8z0gw^D>K5v5(Xe;ag8$Th?%z!>eB)>D?wGqBp;YB;AyTa_{!7wRFnpmr~c
z{Pyf+aT!&#_6L(9YD%a_x_k%MS}+cF{Dk9qdw}+EvGJs?GjT7(T3E6-jaiHFD0n?}
z>V+^}4H1Xs1$rm=8vSLd&bAZ5!Sk`Beb3UJn$OpCFD@&kjyNxfqR%Cdz`W?IvCd@H
zrx*)lM*Auos^%4}IX>?jNVD||)6*OC%{`|MR7e&S%aK<<H?<vgI*t~~7I0+YCSV7s
z1UKvL%&@%sc)fljokFVR{Ju>&FHc8!0S8fakuMGsB1;|FrMU+>>s@OeC;XV{^ADS<
zx*C_yy2CxApTrou)7&`xMEn^k=)<Krsk@O_sk-6o+wYLS4*1N7Z%@CG-oD6VZAs&3
zEo#_2CO!id=$hiUnw)vmZq3l}^rbAE*fLt`(=)+fwfC6EV#EBcT}{n7(kAsoR8O0=
zRmn&_rFu&8OJl2)XJ^0Im%F_~w(%e@1XYJT!FSicWq)7Zz_O|S#v$G)3|B$&K^+Cy
zoDQ)hRwedO-Oo*SjCP=e&*LpUkIU9OinBe$*_UX|&iWV6357R_Z2cz>FA+jyOA7zq
zta62^_kF7Z2&`=CU|~e3tfvpafjnSlV*!b}=vmspu|bSM2G&*pf~+F|b82M*0<h?<
zKzjQ2))tNqMj!y21ilSb&%_91WM^k>XU_xzPIh$wvC?1dLva9UT>ViE0+1vf04y1K
z_^GcBperC5;Lgs-2|)9KZz4tgd2;I&@Z&!_D6Vk6WQ`p34D}rJe&Ua)%F6rzAA!Pt
zIfj)_&;{71YHs8J(uZT7@Y8NJG}D4i4f$ywv&%wcZG?@Um`b?X87a9wR5oxmH{dp;
z6%;__6Vx-b);D5y(X(MTHnng7eozMiyKDLH2`kEo-Gei@@VHpoSOR8%Tr4fD?0H=H
zX|F_hfHa&8rUhNGIGFR(s>;fP9IUM^%uRt(VBuzgGDBfZAY%Y~)5zJ{&Kv|~;h+Un
z+8G-2C;}KP-xUIP{IpLT9Bg>NU}tA%7H1fXwVeqV%FWFUhOmNJS(yP2X8Wf=NxLvx
z*;4}fT^VAk`mdOkJ<F9%EWlyBU{h5vlm!C*k<kx`8~~;k1kYGc-`dfEpVraQ)Q|_p
z0nvwWa&j{pvKw<TL!m~7%m6GKgxS~tVhrPCGty(zhy2LS<`*-6%MW+}WC#Pw0Z8!x
z2&0CM21a)LwBqtIAn_;G_72}MMnT*F;w&xrpV$9ySq0S1e=Y@}LjNfSK7fZu769`!
zek!8pU?ji_fx?&}Y|IdLWhj(~m7533#t4D(Kp=eJKRAKP2SkPKi~zC!iRdq!zld7f
zDFaPHKm`B;w|2IAU}FQIuU>&Ff6wnq=pP<FFuaC-DVzUxY3bR>%Ko3r%hD3wpy7Nx
zBGv|umOz)46#0K?F8}QsHZ=IxU>ip}i>tn2XaF{{FoN4=4^%P~u-MRm$JpA=QV(d^
zdOu4T475mE0Y2cN1AK@RxaxTiEF8WkEKK1&iN^xKY38SOVKy`})^oIQpap8`irese
zZCIEJd{11-fq&}y4|R1#0(v%3ZQy^$4FOcpf9d+~Df&5B0{iv&X`SIiA&~kVEBqI5
z#2>wy?mu;EV7R|(#J~sx?<I61Jn$|CVS}(kp{(3jy^9tCp#|80Uig3H_!sip#m>kW
z4wHroACA6Xz{z;*0798D=sOJx;RaCIt{#D`{-Ln}aI}EY@atb16v73^hW<eVpw<4B
zha-9apkF1RaCEt!G%gSTlMTOs6IZx_nF@Zv^#ZdNu!ZvK77As9Z~FW3<SN0&4q#jU
zK?5joO!D9OfSbQ*FaUk{4?ZZA0}jOZn=C-%`iqZ^>#q`lvR|R%{VvPK4M%MMoyG|q
znfC{cm5Up|0{xSZ6Tsa4od#eh!w*CJT^|=a^iNqB2P+&??{_|SE&xFC4;nY{tH+--
z0PgoM8XGt8<IEqj9B|aU-)XEs8w4B?`1P|@umdN!|4jqVU;L8~XvlxkAb-CH1jY{i
zrIlSN0h&MjPZ#+0OTGXA+}|{=KW&BrP}hIGF96f}mn?)04ma>y9zebTD(@dOF6iI-
zI5+@Q!Qc5<IoLS=q(Rv^;0TAm<pI#(DCK|B{?Z3@sK4G90>C!^nFj=LcK)spIQI0P
zc>wVBf6=(0f0Y$C9IN(sSymVfj;8yY&8!?;z?kv}jhh_~H~SkO;As9evcNbv0j%BM
z`JkK}a3J;HWT9LT0KfN78uahF1VFF<d=EAN^zoN6aIn(@Ap7i4`S?I!B~w=bP?Hk`
zR<yQu00B%OMG#oh%GeqN7!NqrU`Y{>2A`NPtEecKD5sdPkQf&y7b`ae3K8Sx7U5zO
z5f$YS5f%8qb7;Z+b9)ECv%eaZ**G`>EG}wlQ8_VGcus(~jt&^~V{8ZgI{X8p8H^in
zuC9iEbhy+1-8lsP=XnI+_;n)rP1SER2|8dBI()*q${b#U|C#|`HGqJ%hKUiN?FaCo
zJpgkIFBG^5-&Y|(hr7C!H8M2S0}vrW8bDVCkZggi_S~#mSB6;I{7PrJs#D<MRRYfO
zzzR4Z#~$GSN0p+r12Fr6AaG#-ToLY^fB-1at9*Vnm+jY5``?($3UAT>f9!=quG$A+
z<$p4m^$J84D5zg8zIw&0qSgRj{712073q)K7X}XCvQvWpC<ua2Ojo9hx;Tg{U6l!Z
zT(}~^e~AEb0lg4@_iGkcLjNjL0`Q@K6sxcj6aXXt4-#;lKP1HA5<jX~9FVxeKm9Wg
zc)mX*!~lF_c$LH3gc!j8Px?2T;JN<bmoc(3ad-lPa>Cf*5?4z_U}b9oUm6&}!EL|4
z&vy?B9n~eNUsc+Af(xtZRNP@1rv*v>RVJNOUrH3)M)rM*+^IK}&*Tj|AL;Syb~}FK
zb@JTCpeQ#Qo36}Zxh}%NKe$DL5m=vqPE(_VYKo4wR(VH8d!a^@KfW>jweA6z?){yJ
z2O#e*kq((QCJHz5&g)_eLH5_%7cf7oWQ9IGAS*7JZF(|7Nr2m9iqLM?B$-&q^qPLo
zSHtAR+x?R9qUPcL@}#%|yB)R@^8;g>Wy;26eXOAgXJ4#pL@7<x4Ossz?@X*62#qb;
zu~&rz7Wu}bN4~2c)CG{U(y5GZDXxTVB#XYSt*E}KBC=a-*=(o#jJB#`>IJKlU)a6A
zI)fao)$uXuDyMoy&WdXpZ?P9rgIX5xc{63=b8jlFOeu1ZKszIo7xl8{T*D~D4T2dZ
z7|?PO`Q%3A<OSLcR)f;eP=-tuIU_&q)0Ch+sM33`G{D3wZlv#K=dUX^u$-C!d0UFU
z-^~L{Dbi*nFAuUIcXAB)%&U_z_IU_6T|gh3p7BC)`HOzCaxc?Hz^X$;Ms!GYQ2D4q
z+kBa<L|CdrIk`V_oWFr)@sfP(uyO3DL?>Eu=S7!>)~7^bD-Lp6YOEYXM0}43tN|OH
z!N-wqL+gfVcj-f9%YFR8t^*2BCYbb+*~VW#uX3~X3P<5E7D19Z)_uC-qjKr1`^B~t
zn>y|7N1IlpPe>$Zu7*S?&wbJHu|q02R09i-_FFe2`BjcsgMyF~LS0?rUWz7M>W+Pj
zyrD4rj;N_`Ex*u`;$28(AG@+Ex~Za(tPdkXCvc35ev_iNVW*$2)kNA>y<`Yd>En_p
z$EjiD>yoN63jWf{dS!NWIt`N_;%-X#qXy)Ok*u=P6V!`gZC}HzA2ZWJaH4bc_UiY>
zoi>OxNL;K9#`HPin>0o?Qarma8RQ`e@(y~Qd2LQg(RvFbg0Yv+<)KO#spn9KSbK_5
z@>-#pnaiHPZb(MowVemn@6BD}o&DsD&MPg;SvbjYJJDzyBO)m)8#u@&bLr^Q(?!hp
zOy-u5LjoI`^++evDGnmq-768%C!c`D%<7b<r`>njGQvXwxzlyuo)QP5vZT7kVNq80
z2WlsAOS|2{X|N`B%}7N}eq69i&#9``t`l%{+`H1Zw9DalFHCaW$NHXL+5X@sz1??W
zAT>FoBZXzjM-FWf5{nCQR81>ZrOAT`a|BV2?sjV!l`xhD;w~23Pc|&J8r?%I&^!2&
zP0lDT9wf0iyqYCuVM@b8+;$-(qsMQF-2-R}t?~WN_+%$`pQhg!v0-YTr48bd=N6N#
zB!W01vFr6b_Md;6ZsUPrI6A~-m*+%|2;)fFy#t+u=pDiM$X1eOgRA*&j(qv>gvI7j
z=j|IX!XRAAdSqKX47?Mi(bDU%Nu;P~$aGQs+#`9?DDHinuv<aGjT*K%lWdL8m7gFh
zK9ED*nBClUYNG=wZa%s&4-@0Z!+(RTtQ+zAg>OLBO#%vJJr>kNXb@I}X+ZL*9_D8*
zHZZ%xvj02TsVUnBU%UK?tH%!%W4zKWbd~zcT9&hQlN|hpw&a`d+nT>pvba2dN@cbD
zV(RRAy;V6W^Kcw3Wr&*uS8mw4RL+<+J?Wukz?AST-Y3bjh4kGTey2#xY5M!Lt2ljb
z!^X=jcOv_mt<0jQ+Hn^XRiaf2atc*Pkw16latrmvWm{~=tY!trG`yaeECk<1PIr9N
zKg|<9o^W>EF)~$9=;?Cyc>UdFruW7EtEX}l)?3B1xCuBec?E`3qn-YFQ!k%x4zAoe
zq)Yh_=WdMW*r(YR$p6v#8Eb>+heBAA{L;37WzVgod-08xw%XO-Pz=(N<zC7vY01(|
zY>a4s%)M_JrQT(z;E|Zr9a=&D4f*UwFD${ZL(`MCmqzD&bAY+<fs2W+=yjeKr-_1J
z9^{CPGby+5sx`Jd#U`>HWmVM-wl#6M2!y(u5+~S8LNCy!_TRc#d$tIaUS>t_oKq;d
zykVe#Or53=5cDqLTvW$2Glv@2xwb89mdwifAmUC}zaYdIGODxc+;p-sexIhjOpxv*
zy~%&>Ycgq(peI<?e#((IaV{oYF;P~?Gt4jec#>;zvz%-p|7l)DN8=0)nZ8ZM^FHKa
zA=ttziSD=;6eeZ+Go){Lcy^XD-IG7PX;cb$d_GF5XiHj2b~u}v%~b|%^;@t0)NznT
zs&MCC9A(&@fD3`n9TyJkBtFd-yIWC7@(bh#`i6quk2m`^I~n3VjXMWQG4YqAD>OJ@
zo139p+G~ggH5UbWwaK&n#)c#HV8tlef`H~kW1|$O%j(FB+YeFC7q4dfA9LD|iT}F?
zaWygi>JNPPS$@oyzc>V}@TJio9sw)dJ^$$vu>P3tf1Q87%l)hHf8rE;SNlWcSFhlA
z#lOz%{~J#LEC#@+|Kn2pCVb^K{K(=Tw*bb*3HST{2W~-;`jpcI2Ts$WG+x|CZfswQ
z>!4?GwX4<7#@S3ZQncBgJ&>*}VrG6SN^h#2={}Ww?Y><=CTY%8^dp>Gh`Pp2$A~MR
zKNA9&&zY(<LcvaN8eEPsUFyxj+8&Ie^u^ZTn8<B8lm&|=hr13hV*TyrPv+)7`@1-+
zGGN|dBsjhNw7%ffY~FG4sBtW51YaPyfYPm|i}|a~<Zb3EoZi^aJh-8&5p67&?&pJ{
zoRayyjH5?uyBq%a6ktOF(bcBUn1tg*(WY~;%&^DEAUvG6>nQylDpdH?daOOQOf_NV
zGKj^KUy}TBbSL8&Dl$~WDg#3`^KcfkWGHdA7wdXSbxdUtS+?xc&2{H918)~(_VB?e
z#hP&dl2_6VzUlhHJKdR<*;211zm&5Q`kv$7jZch5lAx2jB{}#hG1VsAl#D9I9|xH#
z#z=$&bQe(T?Z+Da1d%ExI2xJC&s2s4lqQoT0zAQ@HVeW@)l1rg5am^9;>P26x3O(g
z#RHm@20sZ4)pk~5(DVqQ+@R@UO-F}dXJZGqh$M(rUZd%GD|v&ajV&7;qCoTT9^}IY
z4plZ&Pv5I+QP1y#?($*dbVh@S;(5L)6+@XHw5ihRdHI!vJ>jQ{F%=;O>B&&4W1<+$
zXI{hUVawi+gwQ-B1}rKm0mt;|TT0K!%WHcSxD5Ax>+{p?v82g*uCnEt7vp25GR0Qq
zQsvWDrOEyJz7}36#kv`7exlP%((@{pLIZCmmAeG%uFi#<W(pMdKEz@4ET!RZ5ehcB
z9%j2YyWO=C2+l6%n6Guu?bx^gjn{kEt6Pik;(cWP`kw8&7`aV%JFUWoSDN;gGl?6j
zXr)qGUxg4pIVsN9iM;p4TZgCF=-<c>H*Dh@^0pLZ54D-rTpgWrow_zQF`WFTB68#x
znggVY9Y#$)((iFZzlV;Ja%%2rwd|e<3QH^8SFM##L?FC1B0NIjx<3OJ7#_aXCq!#%
zgR7SL#W5i<H&VSgjEOCXnSkevgNUvH;+KM3Pu)y5x8tXc<yxm{THsC-u1eR9M!LV>
zMu3xD$CtoWB}U%nsBl?5W!ZwyHjZz1IA6>|x;{lA73zA+?WW66lPOmJ7b$wv*Qu;T
z?+P5Xk<@nk{Au4IlXvkEeM>NwgJf$GeL-4wngY4d-at~zHq^jNxMzUDmG_b$N=dH~
z7eV=vx=Hi>{(ELbxgll@mcibJti8(2!K6>4@}m`^a&Yh|l!xCDQ@H1F^NB&`pvw{U
z6CG(EdV;I#z?Ic)>Z$ntLy|L5UNl+Xl*vqzB}LkAu&X^#{)poDQ0pX<C`VS#wvXl$
zuUD=f9^#|$7DU2fDN#odq41@Z4^QY;we#UU8pLbfP24J7^+t0`n#S(jGO=~O?;@%r
zQS#_~3~TdRw~RlfciQ&3cdZc0NOF$r5eF(L8nJF8PDqE)Yv_00tbMLBgqT~nam|mZ
z7$hk~4o-7v+fAWwSr~-A;1}+O#JE`0+a8HVye&)*Xc65&o8?7s$tABOn2kil5**=G
zCCuy+#v^RBe>;%!D%eaMTTV3V&d#L#JqF=PN1vQ`tgr;i4n=Zx)QxAYo@zp-0fk<*
z2uKLt0jwHSQN;e?2Cm0n*n)VN$%dkclWBW#s`v_mQ@T;<!|Wsuo?bgw&5>+s)9(nO
z;)&@GCu3~07al+;XQJlqTqQE`o<*M?GUA=*7r_n7ctO)Mas5^Lq&Eoz4ufkx^4gr9
z<lFl&QJ2NFFLm##D5<GQ7!#t_+=AYj%FrRsq4JAZh4w8{(RkF&kei30#`a?2vuT+b
z8@Jm%HyVCdmbu=}XQGSNGm$#yjP15O_`JAludL;xh_}6ssGR<sqf(J4?)%+0_52o}
z--|Z6=C)&&dIhMBak<?l4{)_X_M6=OFfg=``|?5ew>Cjx?A4Z2Q4ACGCyasjkE|vH
z9yM$bvmalpZ<->X>LNG}JF_ZwJKWXaQ3r|no_QZz_gGi%-RW`Rfl*!8u9`4A+|{a@
z_NXG5sgcEh^$Pz;VXoYkocLLFDvBz3pO)Lv!`fZ?H2P$E1Sk4rpRZBE4$|U$&EH6N
z&aHf3HJarg)JQenga~{Zb(A!L#l(u2=(}!fN>?yOB<Ehv3?Yhuq4%iPMDERRG?|mk
zRo3TDY#{YI3|o{<(yx%Yd$ofHv&aThq#kXa<!&kBvZvsVx}4Bw=cM99uxHb;a%HV#
z4$jN%IAP9v=2oMVlfk}L*a*ZhzTcW8e$Om~Ra+UbMzbTE7Q|q{_HdheYVWf@vPrMa
zOE<nLHmvxFJR?l84fTWf{Q`~<(~d44$2T`0;;rYarM^NP%+4Xe4C*>n_bMRs4+!wA
z*Z})Rr?JJ2;dyx_;}c`xr@oQBNZS8cAD||eT9e`=8V?dQd2?F#vaTjv(aA7z!f@mL
zGl3hF{795}%Xd(AW5B!IV;7iW4D<CYCSt5|cO;kee29rw6W3I4l8~*Nx$97<D_ma0
zCyA1vO%X7aO$ARV4HdS{HC=3(o~D_-FJskT^ze>gFPr#=#&FBG_^`pCYU*Z57^9Q6
zj*IBDilIA}py^%n1pnPZb>wp5n)ipiF?sxtB3n4H6!3Fhl+siXAj)$%VseqS9lY<R
z*t0iJ4t22`SGmco@@o;wE5UEql}fGD7~W?WKU_f&ROW0E@VXQ_OVTo$Pdvfa=OMM>
z$)?6r$s_gSWj|kp+%)2+izX@VJBeW_6(aX?y!Mq?svn9<&7KrXC@j;r6tYN0Y(FsD
zSrcsLhH3fjMx{dJbhj~8tN&W%SX?WHE6JdIja>Tkv*Y7QTLcq9r>IP(ott@tTdOG&
zd;-(_0*o@BbbFT*t}SL5+oZw}E0s+8A@;*TOAr%l;?u;8+%Cend$EF)y-Txm{;AOy
zp;2EmF}*67Sn^0Y-%X?z&$uxgvxI!WdngMInQQbS?9iV;>d433zZQ7cJ;ki-(yJTY
zF}dG{&N2Se2A=UvJ5S8yxE=C(>2WGOXFJJ6Ogpmmc0|LC1V8M(SdYvtfx7##4trKX
zJ;nE1KCV>0HrgV9Mtr)vXuU2>J1(aD0YmGk>%Hfw^;-7Lvmw?9k!}8#my_v5#}d{#
z&mfFc3ro?pdFxZ913L@aUn5i>46GDLPcK0|Zx=)DYOXgHc}?;ppO9MPR%~YP2o2RI
zh<a*iX0IUkJ|~V1G*iln=iYd7!2iH%JZNfl4hi)kP4R(z1*htgZ?aFY#QbrorBct`
z)kNwB%!%_nOM(8!L|FBAs*2Jk%(nD~OEw=mq{UP%y_`M&Ff1o{xsG$)G8^?Ez#aRc
z=&9Clkn~=Qu$SAwCU~igZO$-qaN`mUGMK5D5c_D5`S^PJp;v&P@_QjXllk-c6Y?P;
z7s7q)>%Q94I1@(-y)W%V^Prvr<t>vz*6WGwC@{8NldU+Rpv^5-ZMh3wzc)Uc7jAyq
ze1x6z$y|o|%kH%=9c>&Kmvm}dFI_-;P0!xg)T_<!qdQFZ#-e#L-g_W+_T=8(GYrD*
zZ7tF9Yo4BMnAj-tf(y8Am3sdB<jwc$($C1m$G1Evnui{bS0;Pz-@G&tT@4*`rhE`#
zIq7&7MHO_TO0c*%FQ4~}^u$|RgZM@yJxpsn$_i6jg2<z0E}xwCBd&Gk`+^S=bA+1`
zX@rPo<qtC#lW-QDqn}dq+J2M1c}S>*)}Xtdh6{NZim#3K#a~%bLn%EF`^omfh_H0%
z$cqn588wgPe3XEnz+_K8pN<?&jqnM%Ftd~`wFvea1^2dn#mFoDs=J`q1vPG$FtO)`
zNtfZ%e!Js3q_!DcW@jww?j(AG^W^n&9YP6jEZ24$hRYxl22G7aZz&%G7ec~Y#{Jf#
z<KLVHX`%B^!?616nj_{jZ+}5aO%}oQ?1v_gY1KKB9)LT0^6?mDy0d(v<NUw2P`;go
z5|+cN&YbCVki!~cung`jVm$hAw8@s;x6kjfVft!O##^A#fHVhuU);1;bQVEY%S~0_
zm2IsKS;T0C{Ul-k2f26e!;cg2(QT;&LYwO5KPkwAEJk1!(|&>o!3~|e&PRCYC5=q>
zM=~qA$B7y3YD_9MTDcDs8Qu={-7}3yo6nYN=$vuUgWbxt?IGq8VjZJZ=rS89rR|q_
zlC%?)nt*E`k&-av4XcSx5D_4WW*bDOJf@PvG}y~R$a+aBUxxNX10p|Gu%^3;CzD@#
zq%+q3qLlY$--_t*CRehz<c{;1AtBWq8XHA;r`--s>$?*#Jx2aDqE5<PaGx#AzE2H>
zCVroiyZ4hDfjeemu4v}N{OBrb->*1_yjdd^yu)IoCsO#}>}`{fbnNTGg5KhrR^tY$
z$50Fll8=N|&W1gfYjzEbj6=7;QRk^i?51gB0ywX0WV(-;`gBslCf=H+EN<JgsLS*t
zZzH_Q?C(XO^u!dO5m*?~VSJHW*w_0}7!hS7vq#G4!L!xZT>TWPY}y9uyk?A#-D@HU
zJ#Q3jmK+SEC~teGJPJq(B{Zp6j@>MbiaKsGy?lNkWxksBSe-kLh-=pD>`oP`vgv!y
z>2-e$&~OI2eK*ziY*XS%G0EyP6T6$E1q4%ke&Wv5cTgmoFRxWFqcQ)-)h#^8feu7A
zpy=O2ylh;o@GtgPpZ~4UQGsB?&nGZW;9K{PCji&aC+t7NHt49p_w%1mIN=|&f5-se
z(1Fj%SGR0joWIKaL*x1xr2dx=h~xa!@DCsNf8gW()jIg1{f80k5Fn26Qw4nC{=*7(
zAUX#udf^ucc-yN4K>Hb#{+Gu6Gl=(-_A}7+g9e5C3=X5C{u98u3K+rTQ*>u6E6Zoi
zfj*H~$H{)vOVjkAze(_5%g-PeaPu?D1>9W4!B|;=cl*Al>?%I><750kK`V4rb~biy
MF7)qVD|FQV1-_*`>;M1&

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-reg.xml
new file mode 100644
index 00000000..549c35d2
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-reg.xml
@@ -0,0 +1,3557 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='us-020-new-regions-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='480'/>
+         <instruction instr-id='480' subinstr-id='2'/>
+         <instruction instr-id='480' subinstr-id='4'/>
+         <instruction instr-id='480' subinstr-id='6'/>
+         <instruction instr-id='480' subinstr-id='8'/>
+         <instruction instr-id='480' subinstr-id='10'/>
+         <instruction instr-id='480' subinstr-id='12'/>
+         <instruction instr-id='480' subinstr-id='16'/>
+         <instruction instr-id='480' subinstr-id='18'/>
+         <instruction instr-id='480' subinstr-id='20'/>
+         <instruction instr-id='482'/>
+         <instruction instr-id='482' subinstr-id='2'/>
+         <instruction instr-id='482' subinstr-id='4'/>
+         <instruction instr-id='482' subinstr-id='6'/>
+         <instruction instr-id='482' subinstr-id='8'/>
+         <instruction instr-id='482' subinstr-id='10'/>
+         <instruction instr-id='482' subinstr-id='12'/>
+         <instruction instr-id='482' subinstr-id='16'/>
+         <instruction instr-id='482' subinstr-id='18'/>
+         <instruction instr-id='484'/>
+         <instruction instr-id='484' subinstr-id='2'/>
+         <instruction instr-id='484' subinstr-id='4'/>
+         <instruction instr-id='484' subinstr-id='6'/>
+         <instruction instr-id='484' subinstr-id='8'/>
+         <instruction instr-id='484' subinstr-id='10'/>
+         <instruction instr-id='484' subinstr-id='12'/>
+         <instruction instr-id='484' subinstr-id='14'/>
+         <instruction instr-id='484' subinstr-id='16'/>
+         <instruction instr-id='484' subinstr-id='18'/>
+         <instruction instr-id='484' subinstr-id='20'/>
+         <instruction instr-id='484' subinstr-id='22'/>
+         <instruction instr-id='486'/>
+         <instruction instr-id='486' subinstr-id='2'/>
+         <instruction instr-id='486' subinstr-id='4'/>
+         <instruction instr-id='486' subinstr-id='6'/>
+         <instruction instr-id='486' subinstr-id='8'/>
+         <instruction instr-id='486' subinstr-id='12'/>
+         <instruction instr-id='486' subinstr-id='14'/>
+         <instruction instr-id='486' subinstr-id='16'/>
+         <instruction instr-id='486' subinstr-id='18'/>
+         <instruction instr-id='486' subinstr-id='20'/>
+         <instruction instr-id='486' subinstr-id='22'/>
+         <instruction instr-id='486' subinstr-id='24'/>
+         <instruction instr-id='486' subinstr-id='26'/>
+         <instruction instr-id='486' subinstr-id='28'/>
+         <instruction instr-id='486' subinstr-id='30'/>
+         <instruction instr-id='489'/>
+         <instruction instr-id='489' subinstr-id='2'/>
+         <instruction instr-id='489' subinstr-id='4'/>
+         <instruction instr-id='489' subinstr-id='6'/>
+         <instruction instr-id='489' subinstr-id='8'/>
+         <instruction instr-id='492'/>
+         <instruction instr-id='492' subinstr-id='2'/>
+         <instruction instr-id='492' subinstr-id='4'/>
+         <instruction instr-id='492' subinstr-id='6'/>
+         <instruction instr-id='492' subinstr-id='8'/>
+         <instruction instr-id='492' subinstr-id='10'/>
+         <instruction instr-id='492' subinstr-id='12'/>
+         <instruction instr-id='492' subinstr-id='14'/>
+         <instruction instr-id='492' subinstr-id='18'/>
+         <instruction instr-id='492' subinstr-id='20'/>
+         <instruction instr-id='492' subinstr-id='22'/>
+         <instruction instr-id='492' subinstr-id='24'/>
+         <instruction instr-id='492' subinstr-id='26'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='495' subinstr-id='2'/>
+         <instruction instr-id='495' subinstr-id='4'/>
+         <instruction instr-id='495' subinstr-id='6'/>
+         <instruction instr-id='495' subinstr-id='8'/>
+         <instruction instr-id='495' subinstr-id='10'/>
+         <instruction instr-id='495' subinstr-id='12'/>
+         <instruction instr-id='495' subinstr-id='14'/>
+         <instruction instr-id='495' subinstr-id='16'/>
+         <instruction instr-id='495' subinstr-id='18'/>
+         <instruction instr-id='495' subinstr-id='22'/>
+         <instruction instr-id='495' subinstr-id='24'/>
+         <instruction instr-id='495' subinstr-id='26'/>
+         <instruction instr-id='495' subinstr-id='28'/>
+         <instruction instr-id='495' subinstr-id='30'/>
+         <instruction instr-id='498'/>
+         <instruction instr-id='498' subinstr-id='2'/>
+         <instruction instr-id='498' subinstr-id='4'/>
+         <instruction instr-id='498' subinstr-id='6'/>
+         <instruction instr-id='498' subinstr-id='8'/>
+         <instruction instr-id='498' subinstr-id='10'/>
+         <instruction instr-id='498' subinstr-id='14'/>
+         <instruction instr-id='498' subinstr-id='16'/>
+         <instruction instr-id='498' subinstr-id='18'/>
+         <instruction instr-id='500'/>
+         <instruction instr-id='500' subinstr-id='2'/>
+         <instruction instr-id='500' subinstr-id='4'/>
+         <instruction instr-id='500' subinstr-id='6'/>
+         <instruction instr-id='500' subinstr-id='8'/>
+         <instruction instr-id='500' subinstr-id='10'/>
+         <instruction instr-id='500' subinstr-id='12'/>
+         <instruction instr-id='500' subinstr-id='14'/>
+         <instruction instr-id='500' subinstr-id='18'/>
+         <instruction instr-id='500' subinstr-id='20'/>
+         <instruction instr-id='500' subinstr-id='22'/>
+         <instruction instr-id='500' subinstr-id='24'/>
+         <instruction instr-id='502'/>
+         <instruction instr-id='502' subinstr-id='2'/>
+         <instruction instr-id='502' subinstr-id='4'/>
+         <instruction instr-id='502' subinstr-id='6'/>
+         <instruction instr-id='502' subinstr-id='8'/>
+         <instruction instr-id='502' subinstr-id='10'/>
+         <instruction instr-id='502' subinstr-id='12'/>
+         <instruction instr-id='502' subinstr-id='14'/>
+         <instruction instr-id='502' subinstr-id='16'/>
+         <instruction instr-id='502' subinstr-id='18'/>
+         <instruction instr-id='502' subinstr-id='20'/>
+         <instruction instr-id='502' subinstr-id='24'/>
+         <instruction instr-id='502' subinstr-id='26'/>
+         <instruction instr-id='502' subinstr-id='28'/>
+         <instruction instr-id='504'/>
+         <instruction instr-id='504' subinstr-id='2'/>
+         <instruction instr-id='504' subinstr-id='4'/>
+         <instruction instr-id='504' subinstr-id='6'/>
+         <instruction instr-id='504' subinstr-id='8'/>
+         <instruction instr-id='504' subinstr-id='12'/>
+         <instruction instr-id='504' subinstr-id='14'/>
+         <instruction instr-id='504' subinstr-id='16'/>
+         <instruction instr-id='504' subinstr-id='18'/>
+         <instruction instr-id='504' subinstr-id='20'/>
+         <instruction instr-id='504' subinstr-id='22'/>
+         <instruction instr-id='504' subinstr-id='24'/>
+         <instruction instr-id='504' subinstr-id='26'/>
+         <instruction instr-id='504' subinstr-id='28'/>
+         <instruction instr-id='504' subinstr-id='30'/>
+         <instruction instr-id='506'/>
+         <instruction instr-id='506' subinstr-id='2'/>
+         <instruction instr-id='506' subinstr-id='4'/>
+         <instruction instr-id='506' subinstr-id='6'/>
+         <instruction instr-id='506' subinstr-id='8'/>
+         <instruction instr-id='506' subinstr-id='10'/>
+         <instruction instr-id='506' subinstr-id='12'/>
+         <instruction instr-id='506' subinstr-id='14'/>
+         <instruction instr-id='506' subinstr-id='18'/>
+         <instruction instr-id='506' subinstr-id='20'/>
+         <instruction instr-id='506' subinstr-id='22'/>
+         <instruction instr-id='506' subinstr-id='24'/>
+         <instruction instr-id='508'/>
+         <instruction instr-id='508' subinstr-id='2'/>
+         <instruction instr-id='508' subinstr-id='4'/>
+         <instruction instr-id='508' subinstr-id='6'/>
+         <instruction instr-id='508' subinstr-id='8'/>
+         <instruction instr-id='508' subinstr-id='10'/>
+         <instruction instr-id='508' subinstr-id='12'/>
+         <instruction instr-id='508' subinstr-id='14'/>
+         <instruction instr-id='508' subinstr-id='16'/>
+         <instruction instr-id='508' subinstr-id='18'/>
+         <instruction instr-id='508' subinstr-id='20'/>
+         <instruction instr-id='508' subinstr-id='24'/>
+         <instruction instr-id='508' subinstr-id='26'/>
+         <instruction instr-id='508' subinstr-id='28'/>
+         <instruction instr-id='510'/>
+         <instruction instr-id='510' subinstr-id='2'/>
+         <instruction instr-id='510' subinstr-id='4'/>
+         <instruction instr-id='510' subinstr-id='6'/>
+         <instruction instr-id='510' subinstr-id='8'/>
+         <instruction instr-id='510' subinstr-id='10'/>
+         <instruction instr-id='510' subinstr-id='12'/>
+         <instruction instr-id='510' subinstr-id='14'/>
+         <instruction instr-id='510' subinstr-id='16'/>
+         <instruction instr-id='510' subinstr-id='18'/>
+         <instruction instr-id='510' subinstr-id='20'/>
+         <instruction instr-id='510' subinstr-id='22'/>
+         <instruction instr-id='510' subinstr-id='24'/>
+         <instruction instr-id='510' subinstr-id='26'/>
+         <instruction instr-id='510' subinstr-id='28'/>
+         <instruction instr-id='512'/>
+         <instruction instr-id='512' subinstr-id='2'/>
+         <instruction instr-id='512' subinstr-id='4'/>
+         <instruction instr-id='512' subinstr-id='6'/>
+         <instruction instr-id='512' subinstr-id='8'/>
+         <instruction instr-id='512' subinstr-id='10'/>
+         <instruction instr-id='512' subinstr-id='12'/>
+         <instruction instr-id='512' subinstr-id='14'/>
+         <instruction instr-id='512' subinstr-id='18'/>
+         <instruction instr-id='512' subinstr-id='20'/>
+         <instruction instr-id='512' subinstr-id='22'/>
+         <instruction instr-id='512' subinstr-id='24'/>
+         <instruction instr-id='512' subinstr-id='26'/>
+         <instruction instr-id='512' subinstr-id='28'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='514' subinstr-id='6'/>
+         <instruction instr-id='514' subinstr-id='8'/>
+         <instruction instr-id='514' subinstr-id='12'/>
+         <instruction instr-id='514' subinstr-id='14'/>
+         <instruction instr-id='514' subinstr-id='16'/>
+         <instruction instr-id='516'/>
+         <instruction instr-id='516' subinstr-id='2'/>
+         <instruction instr-id='516' subinstr-id='4'/>
+         <instruction instr-id='516' subinstr-id='6'/>
+         <instruction instr-id='516' subinstr-id='8'/>
+         <instruction instr-id='516' subinstr-id='10'/>
+         <instruction instr-id='516' subinstr-id='12'/>
+         <instruction instr-id='519'/>
+         <instruction instr-id='519' subinstr-id='2'/>
+         <instruction instr-id='519' subinstr-id='4'/>
+         <instruction instr-id='519' subinstr-id='6'/>
+         <instruction instr-id='519' subinstr-id='8'/>
+         <instruction instr-id='519' subinstr-id='10'/>
+         <instruction instr-id='519' subinstr-id='12'/>
+         <instruction instr-id='519' subinstr-id='14'/>
+         <instruction instr-id='519' subinstr-id='18'/>
+         <instruction instr-id='519' subinstr-id='20'/>
+         <instruction instr-id='519' subinstr-id='22'/>
+         <instruction instr-id='519' subinstr-id='24'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='522' subinstr-id='4'/>
+         <instruction instr-id='522' subinstr-id='6'/>
+         <instruction instr-id='522' subinstr-id='8'/>
+         <instruction instr-id='522' subinstr-id='10'/>
+         <instruction instr-id='522' subinstr-id='12'/>
+         <instruction instr-id='522' subinstr-id='14'/>
+         <instruction instr-id='522' subinstr-id='16'/>
+         <instruction instr-id='522' subinstr-id='18'/>
+         <instruction instr-id='522' subinstr-id='20'/>
+         <instruction instr-id='524'/>
+         <instruction instr-id='524' subinstr-id='2'/>
+         <instruction instr-id='524' subinstr-id='4'/>
+         <instruction instr-id='524' subinstr-id='8'/>
+         <instruction instr-id='524' subinstr-id='10'/>
+         <instruction instr-id='524' subinstr-id='12'/>
+         <instruction instr-id='524' subinstr-id='14'/>
+         <instruction instr-id='524' subinstr-id='16'/>
+         <instruction instr-id='524' subinstr-id='18'/>
+         <instruction instr-id='526'/>
+         <instruction instr-id='526' subinstr-id='2'/>
+         <instruction instr-id='526' subinstr-id='4'/>
+         <instruction instr-id='526' subinstr-id='6'/>
+         <instruction instr-id='526' subinstr-id='8'/>
+         <instruction instr-id='526' subinstr-id='12'/>
+         <instruction instr-id='526' subinstr-id='14'/>
+         <instruction instr-id='526' subinstr-id='16'/>
+         <instruction instr-id='528'/>
+         <instruction instr-id='528' subinstr-id='2'/>
+         <instruction instr-id='528' subinstr-id='4'/>
+         <instruction instr-id='528' subinstr-id='6'/>
+         <instruction instr-id='528' subinstr-id='8'/>
+         <instruction instr-id='528' subinstr-id='10'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='538' subinstr-id='2'/>
+         <instruction instr-id='538' subinstr-id='4'/>
+         <instruction instr-id='541'/>
+         <instruction instr-id='544'/>
+         <instruction instr-id='544' subinstr-id='2'/>
+         <instruction instr-id='547'/>
+         <instruction instr-id='547' subinstr-id='2'/>
+         <instruction instr-id='547' subinstr-id='4'/>
+         <instruction instr-id='547' subinstr-id='6'/>
+         <instruction instr-id='550'/>
+         <instruction instr-id='550' subinstr-id='2'/>
+         <instruction instr-id='560'/>
+         <instruction instr-id='560' subinstr-id='2'/>
+         <instruction instr-id='560' subinstr-id='4'/>
+         <instruction instr-id='560' subinstr-id='6'/>
+         <instruction instr-id='570'/>
+         <instruction instr-id='570' subinstr-id='2'/>
+         <instruction instr-id='570' subinstr-id='4'/>
+         <instruction instr-id='573'/>
+         <instruction instr-id='576'/>
+         <instruction instr-id='576' subinstr-id='2'/>
+         <instruction instr-id='576' subinstr-id='4'/>
+         <instruction instr-id='576' subinstr-id='6'/>
+         <instruction instr-id='576' subinstr-id='8'/>
+         <instruction instr-id='576' subinstr-id='10'/>
+         <instruction instr-id='579'/>
+         <instruction instr-id='579' subinstr-id='2'/>
+         <instruction instr-id='579' subinstr-id='4'/>
+         <instruction instr-id='579' subinstr-id='6'/>
+         <instruction instr-id='589'/>
+         <instruction instr-id='589' subinstr-id='2'/>
+         <instruction instr-id='589' subinstr-id='4'/>
+         <instruction instr-id='589' subinstr-id='6'/>
+         <instruction instr-id='589' subinstr-id='8'/>
+         <instruction instr-id='589' subinstr-id='10'/>
+         <instruction instr-id='589' subinstr-id='12'/>
+         <instruction instr-id='599'/>
+         <instruction instr-id='599' subinstr-id='2'/>
+         <instruction instr-id='599' subinstr-id='4'/>
+         <instruction instr-id='602'/>
+         <instruction instr-id='602' subinstr-id='2'/>
+         <instruction instr-id='602' subinstr-id='4'/>
+         <instruction instr-id='605'/>
+         <instruction instr-id='605' subinstr-id='2'/>
+         <instruction instr-id='605' subinstr-id='4'/>
+         <instruction instr-id='605' subinstr-id='6'/>
+         <instruction instr-id='605' subinstr-id='8'/>
+         <instruction instr-id='605' subinstr-id='10'/>
+         <instruction instr-id='605' subinstr-id='12'/>
+         <instruction instr-id='605' subinstr-id='14'/>
+         <instruction instr-id='605' subinstr-id='16'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='615' subinstr-id='2'/>
+         <instruction instr-id='615' subinstr-id='4'/>
+         <instruction instr-id='615' subinstr-id='6'/>
+         <instruction instr-id='615' subinstr-id='8'/>
+         <instruction instr-id='615' subinstr-id='10'/>
+         <instruction instr-id='615' subinstr-id='12'/>
+         <instruction instr-id='615' subinstr-id='14'/>
+         <instruction instr-id='615' subinstr-id='16'/>
+         <instruction instr-id='615' subinstr-id='18'/>
+         <instruction instr-id='615' subinstr-id='20'/>
+         <instruction instr-id='625'/>
+         <instruction instr-id='625' subinstr-id='2'/>
+         <instruction instr-id='625' subinstr-id='4'/>
+         <instruction instr-id='625' subinstr-id='6'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='628' subinstr-id='2'/>
+         <instruction instr-id='628' subinstr-id='4'/>
+         <instruction instr-id='628' subinstr-id='6'/>
+         <instruction instr-id='628' subinstr-id='8'/>
+         <instruction instr-id='628' subinstr-id='10'/>
+         <instruction instr-id='628' subinstr-id='12'/>
+         <instruction instr-id='628' subinstr-id='14'/>
+         <instruction instr-id='638'/>
+         <instruction instr-id='638' subinstr-id='2'/>
+         <instruction instr-id='638' subinstr-id='4'/>
+         <instruction instr-id='638' subinstr-id='6'/>
+         <instruction instr-id='638' subinstr-id='8'/>
+         <instruction instr-id='638' subinstr-id='10'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='648' subinstr-id='2'/>
+         <instruction instr-id='648' subinstr-id='4'/>
+         <instruction instr-id='648' subinstr-id='6'/>
+         <instruction instr-id='651'/>
+         <instruction instr-id='651' subinstr-id='2'/>
+         <instruction instr-id='654'/>
+         <instruction instr-id='654' subinstr-id='2'/>
+         <instruction instr-id='654' subinstr-id='4'/>
+         <instruction instr-id='657'/>
+         <instruction instr-id='657' subinstr-id='2'/>
+         <instruction instr-id='657' subinstr-id='4'/>
+         <instruction instr-id='657' subinstr-id='6'/>
+         <instruction instr-id='667'/>
+         <instruction instr-id='667' subinstr-id='2'/>
+         <instruction instr-id='667' subinstr-id='4'/>
+         <instruction instr-id='667' subinstr-id='6'/>
+         <instruction instr-id='667' subinstr-id='8'/>
+         <instruction instr-id='667' subinstr-id='10'/>
+         <instruction instr-id='677'/>
+         <instruction instr-id='677' subinstr-id='2'/>
+         <instruction instr-id='677' subinstr-id='4'/>
+         <instruction instr-id='677' subinstr-id='6'/>
+         <instruction instr-id='677' subinstr-id='8'/>
+         <instruction instr-id='680'/>
+         <instruction instr-id='680' subinstr-id='2'/>
+         <instruction instr-id='680' subinstr-id='4'/>
+         <instruction instr-id='680' subinstr-id='6'/>
+         <instruction instr-id='683'/>
+         <instruction instr-id='683' subinstr-id='2'/>
+         <instruction instr-id='686'/>
+         <instruction instr-id='686' subinstr-id='2'/>
+         <instruction instr-id='696'/>
+         <instruction instr-id='696' subinstr-id='2'/>
+         <instruction instr-id='696' subinstr-id='4'/>
+         <instruction instr-id='696' subinstr-id='6'/>
+         <instruction instr-id='696' subinstr-id='8'/>
+         <instruction instr-id='696' subinstr-id='10'/>
+         <instruction instr-id='696' subinstr-id='14'/>
+         <instruction instr-id='696' subinstr-id='16'/>
+         <instruction instr-id='696' subinstr-id='18'/>
+         <instruction instr-id='696' subinstr-id='20'/>
+         <instruction instr-id='696' subinstr-id='22'/>
+         <instruction instr-id='696' subinstr-id='24'/>
+         <instruction instr-id='696' subinstr-id='26'/>
+         <instruction instr-id='696' subinstr-id='28'/>
+         <instruction instr-id='696' subinstr-id='30'/>
+         <instruction instr-id='706'/>
+         <instruction instr-id='706' subinstr-id='2'/>
+         <instruction instr-id='706' subinstr-id='4'/>
+         <instruction instr-id='706' subinstr-id='6'/>
+         <instruction instr-id='706' subinstr-id='8'/>
+         <instruction instr-id='706' subinstr-id='10'/>
+         <instruction instr-id='706' subinstr-id='12'/>
+         <instruction instr-id='706' subinstr-id='14'/>
+         <instruction instr-id='706' subinstr-id='16'/>
+         <instruction instr-id='706' subinstr-id='18'/>
+         <instruction instr-id='706' subinstr-id='20'/>
+         <instruction instr-id='706' subinstr-id='22'/>
+         <instruction instr-id='706' subinstr-id='24'/>
+         <instruction instr-id='706' subinstr-id='26'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='716' subinstr-id='2'/>
+         <instruction instr-id='716' subinstr-id='4'/>
+         <instruction instr-id='716' subinstr-id='6'/>
+         <instruction instr-id='716' subinstr-id='8'/>
+         <instruction instr-id='716' subinstr-id='10'/>
+         <instruction instr-id='716' subinstr-id='12'/>
+         <instruction instr-id='726'/>
+         <instruction instr-id='726' subinstr-id='2'/>
+         <instruction instr-id='726' subinstr-id='4'/>
+         <instruction instr-id='726' subinstr-id='6'/>
+         <instruction instr-id='729'/>
+         <instruction instr-id='729' subinstr-id='2'/>
+         <instruction instr-id='732'/>
+         <instruction instr-id='732' subinstr-id='2'/>
+         <instruction instr-id='735'/>
+         <instruction instr-id='735' subinstr-id='2'/>
+         <instruction instr-id='735' subinstr-id='4'/>
+         <instruction instr-id='735' subinstr-id='6'/>
+         <instruction instr-id='745'/>
+         <instruction instr-id='745' subinstr-id='2'/>
+         <instruction instr-id='745' subinstr-id='4'/>
+         <instruction instr-id='745' subinstr-id='6'/>
+         <instruction instr-id='745' subinstr-id='8'/>
+         <instruction instr-id='745' subinstr-id='10'/>
+         <instruction instr-id='755'/>
+         <instruction instr-id='755' subinstr-id='2'/>
+         <instruction instr-id='755' subinstr-id='4'/>
+         <instruction instr-id='758'/>
+         <instruction instr-id='761'/>
+         <instruction instr-id='761' subinstr-id='2'/>
+         <instruction instr-id='761' subinstr-id='4'/>
+         <instruction instr-id='761' subinstr-id='6'/>
+         <instruction instr-id='761' subinstr-id='8'/>
+         <instruction instr-id='764'/>
+         <instruction instr-id='764' subinstr-id='2'/>
+         <instruction instr-id='764' subinstr-id='4'/>
+         <instruction instr-id='764' subinstr-id='6'/>
+         <instruction instr-id='774'/>
+         <instruction instr-id='774' subinstr-id='2'/>
+         <instruction instr-id='774' subinstr-id='4'/>
+         <instruction instr-id='774' subinstr-id='8'/>
+         <instruction instr-id='774' subinstr-id='10'/>
+         <instruction instr-id='774' subinstr-id='12'/>
+         <instruction instr-id='774' subinstr-id='14'/>
+         <instruction instr-id='774' subinstr-id='16'/>
+         <instruction instr-id='774' subinstr-id='18'/>
+         <instruction instr-id='774' subinstr-id='20'/>
+         <instruction instr-id='774' subinstr-id='22'/>
+         <instruction instr-id='784'/>
+         <instruction instr-id='784' subinstr-id='2'/>
+         <instruction instr-id='784' subinstr-id='4'/>
+         <instruction instr-id='787'/>
+         <instruction instr-id='790'/>
+         <instruction instr-id='790' subinstr-id='2'/>
+         <instruction instr-id='790' subinstr-id='4'/>
+         <instruction instr-id='790' subinstr-id='6'/>
+         <instruction instr-id='793'/>
+         <instruction instr-id='793' subinstr-id='2'/>
+         <instruction instr-id='793' subinstr-id='4'/>
+         <instruction instr-id='793' subinstr-id='6'/>
+         <instruction instr-id='803'/>
+         <instruction instr-id='803' subinstr-id='2'/>
+         <instruction instr-id='803' subinstr-id='4'/>
+         <instruction instr-id='803' subinstr-id='6'/>
+         <instruction instr-id='803' subinstr-id='8'/>
+         <instruction instr-id='813'/>
+         <instruction instr-id='813' subinstr-id='2'/>
+         <instruction instr-id='813' subinstr-id='4'/>
+         <instruction instr-id='816'/>
+         <instruction instr-id='816' subinstr-id='2'/>
+         <instruction instr-id='816' subinstr-id='4'/>
+         <instruction instr-id='816' subinstr-id='6'/>
+         <instruction instr-id='816' subinstr-id='8'/>
+         <instruction instr-id='816' subinstr-id='10'/>
+         <instruction instr-id='816' subinstr-id='12'/>
+         <instruction instr-id='816' subinstr-id='14'/>
+         <instruction instr-id='816' subinstr-id='16'/>
+         <instruction instr-id='826'/>
+         <instruction instr-id='826' subinstr-id='2'/>
+         <instruction instr-id='826' subinstr-id='4'/>
+         <instruction instr-id='826' subinstr-id='6'/>
+         <instruction instr-id='826' subinstr-id='8'/>
+         <instruction instr-id='826' subinstr-id='10'/>
+         <instruction instr-id='826' subinstr-id='12'/>
+         <instruction instr-id='826' subinstr-id='14'/>
+         <instruction instr-id='836'/>
+         <instruction instr-id='836' subinstr-id='2'/>
+         <instruction instr-id='836' subinstr-id='4'/>
+         <instruction instr-id='836' subinstr-id='6'/>
+         <instruction instr-id='839'/>
+         <instruction instr-id='839' subinstr-id='2'/>
+         <instruction instr-id='839' subinstr-id='4'/>
+         <instruction instr-id='839' subinstr-id='6'/>
+         <instruction instr-id='839' subinstr-id='8'/>
+         <instruction instr-id='839' subinstr-id='10'/>
+         <instruction instr-id='839' subinstr-id='12'/>
+         <instruction instr-id='839' subinstr-id='14'/>
+         <instruction instr-id='849'/>
+         <instruction instr-id='849' subinstr-id='2'/>
+         <instruction instr-id='849' subinstr-id='4'/>
+         <instruction instr-id='849' subinstr-id='6'/>
+         <instruction instr-id='849' subinstr-id='8'/>
+         <instruction instr-id='849' subinstr-id='10'/>
+         <instruction instr-id='849' subinstr-id='12'/>
+         <instruction instr-id='859'/>
+         <instruction instr-id='859' subinstr-id='2'/>
+         <instruction instr-id='859' subinstr-id='4'/>
+         <instruction instr-id='859' subinstr-id='6'/>
+         <instruction instr-id='862'/>
+         <instruction instr-id='862' subinstr-id='2'/>
+         <instruction instr-id='865'/>
+         <instruction instr-id='865' subinstr-id='2'/>
+         <instruction instr-id='865' subinstr-id='4'/>
+         <instruction instr-id='865' subinstr-id='6'/>
+         <instruction instr-id='868'/>
+         <instruction instr-id='868' subinstr-id='2'/>
+         <instruction instr-id='878'/>
+         <instruction instr-id='878' subinstr-id='2'/>
+         <instruction instr-id='878' subinstr-id='4'/>
+         <instruction instr-id='878' subinstr-id='6'/>
+         <instruction instr-id='888'/>
+         <instruction instr-id='888' subinstr-id='2'/>
+         <instruction instr-id='888' subinstr-id='4'/>
+         <instruction instr-id='891'/>
+         <instruction instr-id='891' subinstr-id='2'/>
+         <instruction instr-id='891' subinstr-id='4'/>
+         <instruction instr-id='894'/>
+         <instruction instr-id='894' subinstr-id='2'/>
+         <instruction instr-id='894' subinstr-id='4'/>
+         <instruction instr-id='897'/>
+         <instruction instr-id='897' subinstr-id='2'/>
+         <instruction instr-id='897' subinstr-id='4'/>
+         <instruction instr-id='897' subinstr-id='6'/>
+         <instruction instr-id='907'/>
+         <instruction instr-id='907' subinstr-id='2'/>
+         <instruction instr-id='907' subinstr-id='4'/>
+         <instruction instr-id='907' subinstr-id='6'/>
+         <instruction instr-id='907' subinstr-id='8'/>
+         <instruction instr-id='907' subinstr-id='10'/>
+         <instruction instr-id='917'/>
+         <instruction instr-id='917' subinstr-id='2'/>
+         <instruction instr-id='920'/>
+         <instruction instr-id='920' subinstr-id='2'/>
+         <instruction instr-id='920' subinstr-id='4'/>
+         <instruction instr-id='920' subinstr-id='6'/>
+         <instruction instr-id='920' subinstr-id='8'/>
+         <instruction instr-id='920' subinstr-id='10'/>
+         <instruction instr-id='920' subinstr-id='12'/>
+         <instruction instr-id='923'/>
+         <instruction instr-id='923' subinstr-id='2'/>
+         <instruction instr-id='933'/>
+         <instruction instr-id='933' subinstr-id='2'/>
+         <instruction instr-id='933' subinstr-id='4'/>
+         <instruction instr-id='933' subinstr-id='6'/>
+         <instruction instr-id='933' subinstr-id='8'/>
+         <instruction instr-id='943'/>
+         <instruction instr-id='943' subinstr-id='2'/>
+         <instruction instr-id='943' subinstr-id='4'/>
+         <instruction instr-id='943' subinstr-id='6'/>
+         <instruction instr-id='943' subinstr-id='8'/>
+         <instruction instr-id='943' subinstr-id='10'/>
+         <instruction instr-id='943' subinstr-id='12'/>
+         <instruction instr-id='943' subinstr-id='14'/>
+         <instruction instr-id='943' subinstr-id='16'/>
+         <instruction instr-id='943' subinstr-id='18'/>
+         <instruction instr-id='946'/>
+         <instruction instr-id='946' subinstr-id='2'/>
+         <instruction instr-id='956'/>
+         <instruction instr-id='956' subinstr-id='2'/>
+         <instruction instr-id='956' subinstr-id='4'/>
+         <instruction instr-id='956' subinstr-id='6'/>
+         <instruction instr-id='956' subinstr-id='10'/>
+         <instruction instr-id='956' subinstr-id='12'/>
+         <instruction instr-id='956' subinstr-id='14'/>
+         <instruction instr-id='956' subinstr-id='16'/>
+         <instruction instr-id='956' subinstr-id='18'/>
+         <instruction instr-id='956' subinstr-id='20'/>
+         <instruction instr-id='966'/>
+         <instruction instr-id='966' subinstr-id='2'/>
+         <instruction instr-id='966' subinstr-id='4'/>
+         <instruction instr-id='966' subinstr-id='6'/>
+         <instruction instr-id='966' subinstr-id='8'/>
+         <instruction instr-id='969'/>
+         <instruction instr-id='969' subinstr-id='2'/>
+         <instruction instr-id='969' subinstr-id='4'/>
+         <instruction instr-id='969' subinstr-id='6'/>
+         <instruction instr-id='969' subinstr-id='8'/>
+         <instruction instr-id='969' subinstr-id='10'/>
+         <instruction instr-id='969' subinstr-id='12'/>
+         <instruction instr-id='969' subinstr-id='14'/>
+         <instruction instr-id='979'/>
+         <instruction instr-id='979' subinstr-id='2'/>
+         <instruction instr-id='979' subinstr-id='4'/>
+         <instruction instr-id='979' subinstr-id='6'/>
+         <instruction instr-id='979' subinstr-id='8'/>
+         <instruction instr-id='979' subinstr-id='10'/>
+         <instruction instr-id='989'/>
+         <instruction instr-id='989' subinstr-id='2'/>
+         <instruction instr-id='989' subinstr-id='4'/>
+         <instruction instr-id='992'/>
+         <instruction instr-id='992' subinstr-id='2'/>
+         <instruction instr-id='992' subinstr-id='4'/>
+         <instruction instr-id='995'/>
+         <instruction instr-id='995' subinstr-id='2'/>
+         <instruction instr-id='998'/>
+         <instruction instr-id='998' subinstr-id='2'/>
+         <instruction instr-id='1001'/>
+         <instruction instr-id='1001' subinstr-id='2'/>
+         <instruction instr-id='1011'/>
+         <instruction instr-id='1011' subinstr-id='2'/>
+         <instruction instr-id='1011' subinstr-id='4'/>
+         <instruction instr-id='1011' subinstr-id='6'/>
+         <instruction instr-id='1011' subinstr-id='8'/>
+         <instruction instr-id='1011' subinstr-id='10'/>
+         <instruction instr-id='1011' subinstr-id='12'/>
+         <instruction instr-id='1011' subinstr-id='14'/>
+         <instruction instr-id='1021'/>
+         <instruction instr-id='1021' subinstr-id='2'/>
+         <instruction instr-id='1021' subinstr-id='4'/>
+         <instruction instr-id='1021' subinstr-id='6'/>
+         <instruction instr-id='1021' subinstr-id='8'/>
+         <instruction instr-id='1021' subinstr-id='10'/>
+         <instruction instr-id='1021' subinstr-id='12'/>
+         <instruction instr-id='1021' subinstr-id='14'/>
+         <instruction instr-id='1021' subinstr-id='16'/>
+         <instruction instr-id='1021' subinstr-id='18'/>
+         <instruction instr-id='1024'/>
+         <instruction instr-id='1024' subinstr-id='2'/>
+         <instruction instr-id='1024' subinstr-id='4'/>
+         <instruction instr-id='1024' subinstr-id='6'/>
+         <instruction instr-id='1034'/>
+         <instruction instr-id='1034' subinstr-id='2'/>
+         <instruction instr-id='1034' subinstr-id='4'/>
+         <instruction instr-id='1034' subinstr-id='6'/>
+         <instruction instr-id='1034' subinstr-id='10'/>
+         <instruction instr-id='1034' subinstr-id='12'/>
+         <instruction instr-id='1034' subinstr-id='14'/>
+         <instruction instr-id='1034' subinstr-id='16'/>
+         <instruction instr-id='1034' subinstr-id='18'/>
+         <instruction instr-id='1034' subinstr-id='20'/>
+         <instruction instr-id='1034' subinstr-id='22'/>
+         <instruction instr-id='1034' subinstr-id='24'/>
+         <instruction instr-id='1034' subinstr-id='26'/>
+         <instruction instr-id='1034' subinstr-id='30'/>
+         <instruction instr-id='1034' subinstr-id='32'/>
+         <instruction instr-id='1044'/>
+         <instruction instr-id='1044' subinstr-id='2'/>
+         <instruction instr-id='1044' subinstr-id='4'/>
+         <instruction instr-id='1047'/>
+         <instruction instr-id='1050'/>
+         <instruction instr-id='1050' subinstr-id='2'/>
+         <instruction instr-id='1050' subinstr-id='4'/>
+         <instruction instr-id='1050' subinstr-id='6'/>
+         <instruction instr-id='1050' subinstr-id='8'/>
+         <instruction instr-id='1050' subinstr-id='10'/>
+         <instruction instr-id='1050' subinstr-id='12'/>
+         <instruction instr-id='1050' subinstr-id='14'/>
+         <instruction instr-id='1050' subinstr-id='16'/>
+         <instruction instr-id='1050' subinstr-id='18'/>
+         <instruction instr-id='1060'/>
+         <instruction instr-id='1060' subinstr-id='2'/>
+         <instruction instr-id='1060' subinstr-id='4'/>
+         <instruction instr-id='1060' subinstr-id='6'/>
+         <instruction instr-id='1060' subinstr-id='8'/>
+         <instruction instr-id='1060' subinstr-id='10'/>
+         <instruction instr-id='1070'/>
+         <instruction instr-id='1070' subinstr-id='2'/>
+         <instruction instr-id='1070' subinstr-id='4'/>
+         <instruction instr-id='1070' subinstr-id='6'/>
+         <instruction instr-id='1073'/>
+         <instruction instr-id='1073' subinstr-id='2'/>
+         <instruction instr-id='1076'/>
+         <instruction instr-id='1076' subinstr-id='2'/>
+         <instruction instr-id='1076' subinstr-id='4'/>
+         <instruction instr-id='1079'/>
+         <instruction instr-id='1079' subinstr-id='2'/>
+         <instruction instr-id='1079' subinstr-id='4'/>
+         <instruction instr-id='1079' subinstr-id='6'/>
+         <instruction instr-id='1089'/>
+         <instruction instr-id='1089' subinstr-id='2'/>
+         <instruction instr-id='1089' subinstr-id='4'/>
+         <instruction instr-id='1089' subinstr-id='6'/>
+         <instruction instr-id='1099'/>
+         <instruction instr-id='1099' subinstr-id='2'/>
+         <instruction instr-id='1099' subinstr-id='4'/>
+         <instruction instr-id='1102'/>
+         <instruction instr-id='1102' subinstr-id='2'/>
+         <instruction instr-id='1102' subinstr-id='4'/>
+         <instruction instr-id='1102' subinstr-id='6'/>
+         <instruction instr-id='1105'/>
+         <instruction instr-id='1105' subinstr-id='2'/>
+         <instruction instr-id='1108'/>
+         <instruction instr-id='1108' subinstr-id='2'/>
+         <instruction instr-id='1111'/>
+         <instruction instr-id='1111' subinstr-id='2'/>
+         <instruction instr-id='1121'/>
+         <instruction instr-id='1121' subinstr-id='2'/>
+         <instruction instr-id='1121' subinstr-id='4'/>
+         <instruction instr-id='1121' subinstr-id='6'/>
+         <instruction instr-id='1121' subinstr-id='8'/>
+         <instruction instr-id='1131'/>
+         <instruction instr-id='1131' subinstr-id='2'/>
+         <instruction instr-id='1131' subinstr-id='4'/>
+         <instruction instr-id='1134'/>
+         <instruction instr-id='1134' subinstr-id='2'/>
+         <instruction instr-id='1134' subinstr-id='4'/>
+         <instruction instr-id='1134' subinstr-id='6'/>
+         <instruction instr-id='1134' subinstr-id='8'/>
+         <instruction instr-id='1137'/>
+         <instruction instr-id='1137' subinstr-id='2'/>
+         <instruction instr-id='1140'/>
+         <instruction instr-id='1140' subinstr-id='2'/>
+         <instruction instr-id='1150'/>
+         <instruction instr-id='1150' subinstr-id='2'/>
+         <instruction instr-id='1150' subinstr-id='4'/>
+         <instruction instr-id='1150' subinstr-id='6'/>
+         <instruction instr-id='1150' subinstr-id='8'/>
+         <instruction instr-id='1150' subinstr-id='10'/>
+         <instruction instr-id='1150' subinstr-id='12'/>
+         <instruction instr-id='1150' subinstr-id='14'/>
+         <instruction instr-id='1150' subinstr-id='16'/>
+         <instruction instr-id='1160'/>
+         <instruction instr-id='1160' subinstr-id='2'/>
+         <instruction instr-id='1160' subinstr-id='4'/>
+         <instruction instr-id='1163'/>
+         <instruction instr-id='1163' subinstr-id='2'/>
+         <instruction instr-id='1166'/>
+         <instruction instr-id='1166' subinstr-id='2'/>
+         <instruction instr-id='1166' subinstr-id='4'/>
+         <instruction instr-id='1169'/>
+         <instruction instr-id='1169' subinstr-id='2'/>
+         <instruction instr-id='1169' subinstr-id='4'/>
+         <instruction instr-id='1169' subinstr-id='6'/>
+         <instruction instr-id='1179'/>
+         <instruction instr-id='1179' subinstr-id='2'/>
+         <instruction instr-id='1179' subinstr-id='4'/>
+         <instruction instr-id='1179' subinstr-id='6'/>
+         <instruction instr-id='1189'/>
+         <instruction instr-id='1189' subinstr-id='2'/>
+         <instruction instr-id='1189' subinstr-id='4'/>
+         <instruction instr-id='1192'/>
+         <instruction instr-id='1195'/>
+         <instruction instr-id='1195' subinstr-id='2'/>
+         <instruction instr-id='1195' subinstr-id='4'/>
+         <instruction instr-id='1195' subinstr-id='6'/>
+         <instruction instr-id='1195' subinstr-id='8'/>
+         <instruction instr-id='1195' subinstr-id='10'/>
+         <instruction instr-id='1198'/>
+         <instruction instr-id='1198' subinstr-id='2'/>
+         <instruction instr-id='1198' subinstr-id='4'/>
+         <instruction instr-id='1198' subinstr-id='6'/>
+         <instruction instr-id='1208'/>
+         <instruction instr-id='1208' subinstr-id='2'/>
+         <instruction instr-id='1208' subinstr-id='4'/>
+         <instruction instr-id='1218'/>
+         <instruction instr-id='1218' subinstr-id='2'/>
+         <instruction instr-id='1218' subinstr-id='4'/>
+         <instruction instr-id='1218' subinstr-id='6'/>
+         <instruction instr-id='1218' subinstr-id='8'/>
+         <instruction instr-id='1218' subinstr-id='10'/>
+         <instruction instr-id='1218' subinstr-id='12'/>
+         <instruction instr-id='1218' subinstr-id='14'/>
+         <instruction instr-id='1218' subinstr-id='16'/>
+         <instruction instr-id='1218' subinstr-id='18'/>
+         <instruction instr-id='1221'/>
+         <instruction instr-id='1221' subinstr-id='2'/>
+         <instruction instr-id='1231'/>
+         <instruction instr-id='1231' subinstr-id='2'/>
+         <instruction instr-id='1231' subinstr-id='4'/>
+         <instruction instr-id='1231' subinstr-id='6'/>
+         <instruction instr-id='1231' subinstr-id='8'/>
+         <instruction instr-id='1231' subinstr-id='10'/>
+         <instruction instr-id='1231' subinstr-id='12'/>
+         <instruction instr-id='1231' subinstr-id='14'/>
+         <instruction instr-id='1231' subinstr-id='16'/>
+         <instruction instr-id='1231' subinstr-id='18'/>
+         <instruction instr-id='1241'/>
+         <instruction instr-id='1241' subinstr-id='2'/>
+         <instruction instr-id='1241' subinstr-id='4'/>
+         <instruction instr-id='1244'/>
+         <instruction instr-id='1244' subinstr-id='2'/>
+         <instruction instr-id='1244' subinstr-id='4'/>
+         <instruction instr-id='1247'/>
+         <instruction instr-id='1247' subinstr-id='2'/>
+         <instruction instr-id='1250'/>
+         <instruction instr-id='1250' subinstr-id='2'/>
+         <instruction instr-id='1250' subinstr-id='4'/>
+         <instruction instr-id='1250' subinstr-id='6'/>
+         <instruction instr-id='1260'/>
+         <instruction instr-id='1260' subinstr-id='2'/>
+         <instruction instr-id='1260' subinstr-id='4'/>
+         <instruction instr-id='1260' subinstr-id='8'/>
+         <instruction instr-id='1260' subinstr-id='10'/>
+         <instruction instr-id='1260' subinstr-id='12'/>
+         <instruction instr-id='1260' subinstr-id='14'/>
+         <instruction instr-id='1260' subinstr-id='16'/>
+         <instruction instr-id='1260' subinstr-id='18'/>
+         <instruction instr-id='1260' subinstr-id='20'/>
+         <instruction instr-id='1270'/>
+         <instruction instr-id='1270' subinstr-id='2'/>
+         <instruction instr-id='1270' subinstr-id='4'/>
+         <instruction instr-id='1270' subinstr-id='6'/>
+         <instruction instr-id='1270' subinstr-id='8'/>
+         <instruction instr-id='1270' subinstr-id='10'/>
+         <instruction instr-id='1270' subinstr-id='12'/>
+         <instruction instr-id='1270' subinstr-id='14'/>
+         <instruction instr-id='1273'/>
+         <instruction instr-id='1273' subinstr-id='2'/>
+         <instruction instr-id='1276'/>
+         <instruction instr-id='1276' subinstr-id='2'/>
+         <instruction instr-id='1286'/>
+         <instruction instr-id='1286' subinstr-id='2'/>
+         <instruction instr-id='1286' subinstr-id='4'/>
+         <instruction instr-id='1286' subinstr-id='6'/>
+         <instruction instr-id='1286' subinstr-id='8'/>
+         <instruction instr-id='1286' subinstr-id='10'/>
+         <instruction instr-id='1286' subinstr-id='14'/>
+         <instruction instr-id='1286' subinstr-id='16'/>
+         <instruction instr-id='1286' subinstr-id='18'/>
+         <instruction instr-id='1286' subinstr-id='20'/>
+         <instruction instr-id='1286' subinstr-id='22'/>
+         <instruction instr-id='1286' subinstr-id='24'/>
+         <instruction instr-id='1286' subinstr-id='26'/>
+         <instruction instr-id='1286' subinstr-id='28'/>
+         <instruction instr-id='1296'/>
+         <instruction instr-id='1296' subinstr-id='2'/>
+         <instruction instr-id='1296' subinstr-id='4'/>
+         <instruction instr-id='1299'/>
+         <instruction instr-id='1302'/>
+         <instruction instr-id='1302' subinstr-id='2'/>
+         <instruction instr-id='1305'/>
+         <instruction instr-id='1305' subinstr-id='2'/>
+         <instruction instr-id='1308'/>
+         <instruction instr-id='1308' subinstr-id='2'/>
+         <instruction instr-id='1311'/>
+         <instruction instr-id='1311' subinstr-id='2'/>
+         <instruction instr-id='1321'/>
+         <instruction instr-id='1321' subinstr-id='2'/>
+         <instruction instr-id='1321' subinstr-id='4'/>
+         <instruction instr-id='1321' subinstr-id='6'/>
+         <instruction instr-id='1321' subinstr-id='8'/>
+         <instruction instr-id='1331'/>
+         <instruction instr-id='1331' subinstr-id='2'/>
+         <instruction instr-id='1331' subinstr-id='4'/>
+         <instruction instr-id='1334'/>
+         <instruction instr-id='1334' subinstr-id='2'/>
+         <instruction instr-id='1334' subinstr-id='4'/>
+         <instruction instr-id='1334' subinstr-id='6'/>
+         <instruction instr-id='1334' subinstr-id='8'/>
+         <instruction instr-id='1334' subinstr-id='10'/>
+         <instruction instr-id='1334' subinstr-id='12'/>
+         <instruction instr-id='1334' subinstr-id='14'/>
+         <instruction instr-id='1334' subinstr-id='16'/>
+         <instruction instr-id='1344'/>
+         <instruction instr-id='1344' subinstr-id='2'/>
+         <instruction instr-id='1344' subinstr-id='4'/>
+         <instruction instr-id='1354'/>
+         <instruction instr-id='1354' subinstr-id='2'/>
+         <instruction instr-id='1354' subinstr-id='4'/>
+         <instruction instr-id='1354' subinstr-id='6'/>
+         <instruction instr-id='1357'/>
+         <instruction instr-id='1357' subinstr-id='2'/>
+         <instruction instr-id='1357' subinstr-id='4'/>
+         <instruction instr-id='1357' subinstr-id='6'/>
+         <instruction instr-id='1357' subinstr-id='8'/>
+         <instruction instr-id='1357' subinstr-id='10'/>
+         <instruction instr-id='1360'/>
+         <instruction instr-id='1360' subinstr-id='2'/>
+         <instruction instr-id='1370'/>
+         <instruction instr-id='1370' subinstr-id='2'/>
+         <instruction instr-id='1370' subinstr-id='4'/>
+         <instruction instr-id='1370' subinstr-id='6'/>
+         <instruction instr-id='1370' subinstr-id='8'/>
+         <instruction instr-id='1380'/>
+         <instruction instr-id='1380' subinstr-id='2'/>
+         <instruction instr-id='1380' subinstr-id='4'/>
+         <instruction instr-id='1383'/>
+         <instruction instr-id='1386'/>
+         <instruction instr-id='1386' subinstr-id='2'/>
+         <instruction instr-id='1386' subinstr-id='4'/>
+         <instruction instr-id='1386' subinstr-id='6'/>
+         <instruction instr-id='1386' subinstr-id='8'/>
+         <instruction instr-id='1386' subinstr-id='10'/>
+         <instruction instr-id='1386' subinstr-id='12'/>
+         <instruction instr-id='1386' subinstr-id='14'/>
+         <instruction instr-id='1386' subinstr-id='16'/>
+         <instruction instr-id='1386' subinstr-id='18'/>
+         <instruction instr-id='1396'/>
+         <instruction instr-id='1396' subinstr-id='2'/>
+         <instruction instr-id='1396' subinstr-id='4'/>
+         <instruction instr-id='1396' subinstr-id='6'/>
+         <instruction instr-id='1396' subinstr-id='8'/>
+         <instruction instr-id='1396' subinstr-id='10'/>
+         <instruction instr-id='1406'/>
+         <instruction instr-id='1406' subinstr-id='2'/>
+         <instruction instr-id='1406' subinstr-id='4'/>
+         <instruction instr-id='1406' subinstr-id='6'/>
+         <instruction instr-id='1409'/>
+         <instruction instr-id='1409' subinstr-id='2'/>
+         <instruction instr-id='1412'/>
+         <instruction instr-id='1412' subinstr-id='2'/>
+         <instruction instr-id='1415'/>
+         <instruction instr-id='1415' subinstr-id='2'/>
+         <instruction instr-id='1418'/>
+         <instruction instr-id='1418' subinstr-id='2'/>
+         <instruction instr-id='1428'/>
+         <instruction instr-id='1428' subinstr-id='2'/>
+         <instruction instr-id='1428' subinstr-id='4'/>
+         <instruction instr-id='1428' subinstr-id='6'/>
+         <instruction instr-id='1428' subinstr-id='8'/>
+         <instruction instr-id='1438'/>
+         <instruction instr-id='1438' subinstr-id='2'/>
+         <instruction instr-id='1438' subinstr-id='4'/>
+         <instruction instr-id='1438' subinstr-id='6'/>
+         <instruction instr-id='1438' subinstr-id='8'/>
+         <instruction instr-id='1438' subinstr-id='10'/>
+         <instruction instr-id='1438' subinstr-id='12'/>
+         <instruction instr-id='1438' subinstr-id='14'/>
+         <instruction instr-id='1438' subinstr-id='16'/>
+         <instruction instr-id='1438' subinstr-id='18'/>
+         <instruction instr-id='1438' subinstr-id='20'/>
+         <instruction instr-id='1438' subinstr-id='22'/>
+         <instruction instr-id='1438' subinstr-id='24'/>
+         <instruction instr-id='1438' subinstr-id='26'/>
+         <instruction instr-id='1448'/>
+         <instruction instr-id='1448' subinstr-id='2'/>
+         <instruction instr-id='1448' subinstr-id='4'/>
+         <instruction instr-id='1448' subinstr-id='6'/>
+         <instruction instr-id='1448' subinstr-id='8'/>
+         <instruction instr-id='1448' subinstr-id='10'/>
+         <instruction instr-id='1458'/>
+         <instruction instr-id='1458' subinstr-id='2'/>
+         <instruction instr-id='1458' subinstr-id='4'/>
+         <instruction instr-id='1461'/>
+         <instruction instr-id='1464'/>
+         <instruction instr-id='1464' subinstr-id='2'/>
+         <instruction instr-id='1464' subinstr-id='4'/>
+         <instruction instr-id='1464' subinstr-id='6'/>
+         <instruction instr-id='1464' subinstr-id='8'/>
+         <instruction instr-id='1467'/>
+         <instruction instr-id='1467' subinstr-id='2'/>
+         <instruction instr-id='1467' subinstr-id='4'/>
+         <instruction instr-id='1467' subinstr-id='6'/>
+         <instruction instr-id='1477'/>
+         <instruction instr-id='1477' subinstr-id='2'/>
+         <instruction instr-id='1477' subinstr-id='4'/>
+         <instruction instr-id='1477' subinstr-id='6'/>
+         <instruction instr-id='1477' subinstr-id='8'/>
+         <instruction instr-id='1477' subinstr-id='12'/>
+         <instruction instr-id='1477' subinstr-id='14'/>
+         <instruction instr-id='1477' subinstr-id='16'/>
+         <instruction instr-id='1477' subinstr-id='18'/>
+         <instruction instr-id='1477' subinstr-id='20'/>
+         <instruction instr-id='1477' subinstr-id='22'/>
+         <instruction instr-id='1477' subinstr-id='24'/>
+         <instruction instr-id='1477' subinstr-id='26'/>
+         <instruction instr-id='1477' subinstr-id='28'/>
+         <instruction instr-id='1487'/>
+         <instruction instr-id='1487' subinstr-id='2'/>
+         <instruction instr-id='1487' subinstr-id='4'/>
+         <instruction instr-id='1490'/>
+         <instruction instr-id='1493'/>
+         <instruction instr-id='1493' subinstr-id='2'/>
+         <instruction instr-id='1493' subinstr-id='4'/>
+         <instruction instr-id='1493' subinstr-id='6'/>
+         <instruction instr-id='1493' subinstr-id='8'/>
+         <instruction instr-id='1493' subinstr-id='10'/>
+         <instruction instr-id='1496'/>
+         <instruction instr-id='1496' subinstr-id='2'/>
+         <instruction instr-id='1496' subinstr-id='4'/>
+         <instruction instr-id='1496' subinstr-id='6'/>
+         <instruction instr-id='1507'/>
+         <instruction instr-id='1507' subinstr-id='2'/>
+         <instruction instr-id='1507' subinstr-id='4'/>
+         <instruction instr-id='1507' subinstr-id='6'/>
+         <instruction instr-id='1507' subinstr-id='10'/>
+         <instruction instr-id='1507' subinstr-id='12'/>
+         <instruction instr-id='1507' subinstr-id='14'/>
+         <instruction instr-id='1507' subinstr-id='16'/>
+         <instruction instr-id='1517'/>
+         <instruction instr-id='1517' subinstr-id='2'/>
+         <instruction instr-id='1517' subinstr-id='4'/>
+         <instruction instr-id='1517' subinstr-id='6'/>
+         <instruction instr-id='1520'/>
+         <instruction instr-id='1520' subinstr-id='2'/>
+         <instruction instr-id='1523'/>
+         <instruction instr-id='1523' subinstr-id='2'/>
+         <instruction instr-id='1523' subinstr-id='4'/>
+         <instruction instr-id='1526'/>
+         <instruction instr-id='1526' subinstr-id='2'/>
+         <instruction instr-id='1526' subinstr-id='4'/>
+         <instruction instr-id='1526' subinstr-id='6'/>
+         <instruction instr-id='1536'/>
+         <instruction instr-id='1536' subinstr-id='2'/>
+         <instruction instr-id='1536' subinstr-id='4'/>
+         <instruction instr-id='1536' subinstr-id='6'/>
+         <instruction instr-id='1536' subinstr-id='8'/>
+         <instruction instr-id='1536' subinstr-id='10'/>
+         <instruction instr-id='1536' subinstr-id='12'/>
+         <instruction instr-id='1546'/>
+         <instruction instr-id='1546' subinstr-id='2'/>
+         <instruction instr-id='1546' subinstr-id='4'/>
+         <instruction instr-id='1546' subinstr-id='6'/>
+         <instruction instr-id='1546' subinstr-id='8'/>
+         <instruction instr-id='1546' subinstr-id='10'/>
+         <instruction instr-id='1546' subinstr-id='12'/>
+         <instruction instr-id='1546' subinstr-id='14'/>
+         <instruction instr-id='1546' subinstr-id='16'/>
+         <instruction instr-id='1546' subinstr-id='18'/>
+         <instruction instr-id='1546' subinstr-id='20'/>
+         <instruction instr-id='1546' subinstr-id='22'/>
+         <instruction instr-id='1546' subinstr-id='24'/>
+         <instruction instr-id='1546' subinstr-id='26'/>
+         <instruction instr-id='1556'/>
+         <instruction instr-id='1556' subinstr-id='2'/>
+         <instruction instr-id='1556' subinstr-id='4'/>
+         <instruction instr-id='1556' subinstr-id='6'/>
+         <instruction instr-id='1556' subinstr-id='8'/>
+         <instruction instr-id='1556' subinstr-id='10'/>
+         <instruction instr-id='1556' subinstr-id='12'/>
+         <instruction instr-id='1556' subinstr-id='14'/>
+         <instruction instr-id='1556' subinstr-id='16'/>
+         <instruction instr-id='1556' subinstr-id='18'/>
+         <instruction instr-id='1556' subinstr-id='20'/>
+         <instruction instr-id='1556' subinstr-id='22'/>
+         <instruction instr-id='1566'/>
+         <instruction instr-id='1566' subinstr-id='2'/>
+         <instruction instr-id='1566' subinstr-id='4'/>
+         <instruction instr-id='1569'/>
+         <instruction instr-id='1569' subinstr-id='2'/>
+         <instruction instr-id='1569' subinstr-id='4'/>
+         <instruction instr-id='1572'/>
+         <instruction instr-id='1572' subinstr-id='2'/>
+         <instruction instr-id='1575'/>
+         <instruction instr-id='1575' subinstr-id='2'/>
+         <instruction instr-id='1578'/>
+         <instruction instr-id='1578' subinstr-id='2'/>
+         <instruction instr-id='1588'/>
+         <instruction instr-id='1588' subinstr-id='2'/>
+         <instruction instr-id='1588' subinstr-id='4'/>
+         <instruction instr-id='1588' subinstr-id='6'/>
+         <instruction instr-id='1588' subinstr-id='8'/>
+         <instruction instr-id='1588' subinstr-id='10'/>
+         <instruction instr-id='1598'/>
+         <instruction instr-id='1598' subinstr-id='2'/>
+         <instruction instr-id='1598' subinstr-id='4'/>
+         <instruction instr-id='1598' subinstr-id='6'/>
+         <instruction instr-id='1598' subinstr-id='8'/>
+         <instruction instr-id='1598' subinstr-id='10'/>
+         <instruction instr-id='1601'/>
+         <instruction instr-id='1601' subinstr-id='2'/>
+         <instruction instr-id='1601' subinstr-id='4'/>
+         <instruction instr-id='1601' subinstr-id='6'/>
+         <instruction instr-id='1601' subinstr-id='8'/>
+         <instruction instr-id='1601' subinstr-id='10'/>
+         <instruction instr-id='1611'/>
+         <instruction instr-id='1611' subinstr-id='2'/>
+         <instruction instr-id='1611' subinstr-id='4'/>
+         <instruction instr-id='1611' subinstr-id='6'/>
+         <instruction instr-id='1621'/>
+         <instruction instr-id='1621' subinstr-id='2'/>
+         <instruction instr-id='1621' subinstr-id='4'/>
+         <instruction instr-id='1624'/>
+         <instruction instr-id='1627'/>
+         <instruction instr-id='1627' subinstr-id='2'/>
+         <instruction instr-id='1627' subinstr-id='4'/>
+         <instruction instr-id='1627' subinstr-id='6'/>
+         <instruction instr-id='1630'/>
+         <instruction instr-id='1630' subinstr-id='2'/>
+         <instruction instr-id='1633'/>
+         <instruction instr-id='1633' subinstr-id='2'/>
+         <instruction instr-id='1643'/>
+         <instruction instr-id='1643' subinstr-id='2'/>
+         <instruction instr-id='1643' subinstr-id='4'/>
+         <instruction instr-id='1643' subinstr-id='6'/>
+         <instruction instr-id='1643' subinstr-id='8'/>
+         <instruction instr-id='1653'/>
+         <instruction instr-id='1653' subinstr-id='2'/>
+         <instruction instr-id='1653' subinstr-id='4'/>
+         <instruction instr-id='1656'/>
+         <instruction instr-id='1656' subinstr-id='2'/>
+         <instruction instr-id='1656' subinstr-id='4'/>
+         <instruction instr-id='1659'/>
+         <instruction instr-id='1659' subinstr-id='2'/>
+         <instruction instr-id='1659' subinstr-id='4'/>
+         <instruction instr-id='1659' subinstr-id='6'/>
+         <instruction instr-id='1659' subinstr-id='8'/>
+         <instruction instr-id='1659' subinstr-id='10'/>
+         <instruction instr-id='1670'/>
+         <instruction instr-id='1670' subinstr-id='2'/>
+         <instruction instr-id='1670' subinstr-id='4'/>
+         <instruction instr-id='1670' subinstr-id='6'/>
+         <instruction instr-id='1670' subinstr-id='8'/>
+         <instruction instr-id='1670' subinstr-id='10'/>
+         <instruction instr-id='1670' subinstr-id='12'/>
+         <instruction instr-id='1670' subinstr-id='16'/>
+         <instruction instr-id='1670' subinstr-id='18'/>
+         <instruction instr-id='1670' subinstr-id='20'/>
+         <instruction instr-id='1670' subinstr-id='24'/>
+         <instruction instr-id='1670' subinstr-id='26'/>
+         <instruction instr-id='1670' subinstr-id='28'/>
+         <instruction instr-id='1670' subinstr-id='30'/>
+         <instruction instr-id='1670' subinstr-id='32'/>
+         <instruction instr-id='1670' subinstr-id='34'/>
+         <instruction instr-id='1680'/>
+         <instruction instr-id='1680' subinstr-id='2'/>
+         <instruction instr-id='1680' subinstr-id='4'/>
+         <instruction instr-id='1680' subinstr-id='6'/>
+         <instruction instr-id='1680' subinstr-id='8'/>
+         <instruction instr-id='1680' subinstr-id='10'/>
+         <instruction instr-id='1680' subinstr-id='12'/>
+         <instruction instr-id='1680' subinstr-id='14'/>
+         <instruction instr-id='1680' subinstr-id='16'/>
+         <instruction instr-id='1680' subinstr-id='18'/>
+         <instruction instr-id='1683'/>
+         <instruction instr-id='1683' subinstr-id='2'/>
+         <instruction instr-id='1694'/>
+         <instruction instr-id='1694' subinstr-id='2'/>
+         <instruction instr-id='1694' subinstr-id='4'/>
+         <instruction instr-id='1694' subinstr-id='6'/>
+         <instruction instr-id='1694' subinstr-id='8'/>
+         <instruction instr-id='1694' subinstr-id='10'/>
+         <instruction instr-id='1694' subinstr-id='14'/>
+         <instruction instr-id='1694' subinstr-id='16'/>
+         <instruction instr-id='1694' subinstr-id='20'/>
+         <instruction instr-id='1694' subinstr-id='22'/>
+         <instruction instr-id='1694' subinstr-id='24'/>
+         <instruction instr-id='1694' subinstr-id='26'/>
+         <instruction instr-id='1694' subinstr-id='28'/>
+         <instruction instr-id='1704'/>
+         <instruction instr-id='1704' subinstr-id='2'/>
+         <instruction instr-id='1704' subinstr-id='4'/>
+         <instruction instr-id='1704' subinstr-id='6'/>
+         <instruction instr-id='1704' subinstr-id='8'/>
+         <instruction instr-id='1704' subinstr-id='10'/>
+         <instruction instr-id='1704' subinstr-id='12'/>
+         <instruction instr-id='1704' subinstr-id='14'/>
+         <instruction instr-id='1704' subinstr-id='16'/>
+         <instruction instr-id='1704' subinstr-id='18'/>
+         <instruction instr-id='1707'/>
+         <instruction instr-id='1707' subinstr-id='2'/>
+         <instruction instr-id='1707' subinstr-id='4'/>
+         <instruction instr-id='1707' subinstr-id='6'/>
+         <instruction instr-id='1717'/>
+         <instruction instr-id='1717' subinstr-id='2'/>
+         <instruction instr-id='1717' subinstr-id='4'/>
+         <instruction instr-id='1717' subinstr-id='6'/>
+         <instruction instr-id='1717' subinstr-id='8'/>
+         <instruction instr-id='1717' subinstr-id='10'/>
+         <instruction instr-id='1717' subinstr-id='14'/>
+         <instruction instr-id='1717' subinstr-id='16'/>
+         <instruction instr-id='1717' subinstr-id='18'/>
+         <instruction instr-id='1717' subinstr-id='20'/>
+         <instruction instr-id='1717' subinstr-id='22'/>
+         <instruction instr-id='1727'/>
+         <instruction instr-id='1727' subinstr-id='2'/>
+         <instruction instr-id='1727' subinstr-id='4'/>
+         <instruction instr-id='1730'/>
+         <instruction instr-id='1730' subinstr-id='2'/>
+         <instruction instr-id='1730' subinstr-id='4'/>
+         <instruction instr-id='1730' subinstr-id='6'/>
+         <instruction instr-id='1730' subinstr-id='8'/>
+         <instruction instr-id='1733'/>
+         <instruction instr-id='1733' subinstr-id='2'/>
+         <instruction instr-id='1736'/>
+         <instruction instr-id='1736' subinstr-id='2'/>
+         <bounding-box x1='38' y1='155' x2='554' y2='687'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='202' subinstr-id='4'/>
+         <instruction instr-id='202' subinstr-id='6'/>
+         <instruction instr-id='202' subinstr-id='8'/>
+         <instruction instr-id='202' subinstr-id='10'/>
+         <instruction instr-id='202' subinstr-id='12'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='206' subinstr-id='12'/>
+         <instruction instr-id='206' subinstr-id='14'/>
+         <instruction instr-id='206' subinstr-id='18'/>
+         <instruction instr-id='206' subinstr-id='20'/>
+         <instruction instr-id='206' subinstr-id='22'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='208' subinstr-id='4'/>
+         <instruction instr-id='208' subinstr-id='6'/>
+         <instruction instr-id='208' subinstr-id='8'/>
+         <instruction instr-id='208' subinstr-id='10'/>
+         <instruction instr-id='208' subinstr-id='12'/>
+         <instruction instr-id='208' subinstr-id='16'/>
+         <instruction instr-id='208' subinstr-id='18'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <instruction instr-id='210' subinstr-id='12'/>
+         <instruction instr-id='210' subinstr-id='14'/>
+         <instruction instr-id='210' subinstr-id='16'/>
+         <instruction instr-id='210' subinstr-id='18'/>
+         <instruction instr-id='210' subinstr-id='20'/>
+         <instruction instr-id='210' subinstr-id='22'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='212' subinstr-id='18'/>
+         <instruction instr-id='212' subinstr-id='20'/>
+         <instruction instr-id='212' subinstr-id='22'/>
+         <instruction instr-id='212' subinstr-id='24'/>
+         <instruction instr-id='212' subinstr-id='26'/>
+         <instruction instr-id='212' subinstr-id='28'/>
+         <instruction instr-id='212' subinstr-id='30'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='4'/>
+         <instruction instr-id='215' subinstr-id='6'/>
+         <instruction instr-id='215' subinstr-id='8'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='218' subinstr-id='4'/>
+         <instruction instr-id='218' subinstr-id='6'/>
+         <instruction instr-id='218' subinstr-id='8'/>
+         <instruction instr-id='218' subinstr-id='10'/>
+         <instruction instr-id='218' subinstr-id='12'/>
+         <instruction instr-id='218' subinstr-id='14'/>
+         <instruction instr-id='218' subinstr-id='18'/>
+         <instruction instr-id='218' subinstr-id='20'/>
+         <instruction instr-id='218' subinstr-id='22'/>
+         <instruction instr-id='218' subinstr-id='24'/>
+         <instruction instr-id='218' subinstr-id='26'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='221' subinstr-id='4'/>
+         <instruction instr-id='221' subinstr-id='6'/>
+         <instruction instr-id='221' subinstr-id='8'/>
+         <instruction instr-id='221' subinstr-id='10'/>
+         <instruction instr-id='221' subinstr-id='12'/>
+         <instruction instr-id='221' subinstr-id='14'/>
+         <instruction instr-id='221' subinstr-id='16'/>
+         <instruction instr-id='221' subinstr-id='18'/>
+         <instruction instr-id='221' subinstr-id='22'/>
+         <instruction instr-id='221' subinstr-id='24'/>
+         <instruction instr-id='221' subinstr-id='26'/>
+         <instruction instr-id='221' subinstr-id='28'/>
+         <instruction instr-id='221' subinstr-id='30'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='14'/>
+         <instruction instr-id='224' subinstr-id='16'/>
+         <instruction instr-id='224' subinstr-id='18'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='226' subinstr-id='12'/>
+         <instruction instr-id='226' subinstr-id='14'/>
+         <instruction instr-id='226' subinstr-id='18'/>
+         <instruction instr-id='226' subinstr-id='20'/>
+         <instruction instr-id='226' subinstr-id='22'/>
+         <instruction instr-id='226' subinstr-id='24'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='228' subinstr-id='18'/>
+         <instruction instr-id='228' subinstr-id='20'/>
+         <instruction instr-id='228' subinstr-id='24'/>
+         <instruction instr-id='228' subinstr-id='26'/>
+         <instruction instr-id='228' subinstr-id='28'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='12'/>
+         <instruction instr-id='230' subinstr-id='14'/>
+         <instruction instr-id='230' subinstr-id='16'/>
+         <instruction instr-id='230' subinstr-id='18'/>
+         <instruction instr-id='230' subinstr-id='20'/>
+         <instruction instr-id='230' subinstr-id='22'/>
+         <instruction instr-id='230' subinstr-id='24'/>
+         <instruction instr-id='230' subinstr-id='26'/>
+         <instruction instr-id='230' subinstr-id='28'/>
+         <instruction instr-id='230' subinstr-id='30'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='232' subinstr-id='14'/>
+         <instruction instr-id='232' subinstr-id='18'/>
+         <instruction instr-id='232' subinstr-id='20'/>
+         <instruction instr-id='232' subinstr-id='22'/>
+         <instruction instr-id='232' subinstr-id='24'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='234' subinstr-id='4'/>
+         <instruction instr-id='234' subinstr-id='6'/>
+         <instruction instr-id='234' subinstr-id='8'/>
+         <instruction instr-id='234' subinstr-id='10'/>
+         <instruction instr-id='234' subinstr-id='12'/>
+         <instruction instr-id='234' subinstr-id='14'/>
+         <instruction instr-id='234' subinstr-id='16'/>
+         <instruction instr-id='234' subinstr-id='18'/>
+         <instruction instr-id='234' subinstr-id='20'/>
+         <instruction instr-id='234' subinstr-id='24'/>
+         <instruction instr-id='234' subinstr-id='26'/>
+         <instruction instr-id='234' subinstr-id='28'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='12'/>
+         <instruction instr-id='236' subinstr-id='14'/>
+         <instruction instr-id='236' subinstr-id='16'/>
+         <instruction instr-id='236' subinstr-id='18'/>
+         <instruction instr-id='236' subinstr-id='20'/>
+         <instruction instr-id='236' subinstr-id='22'/>
+         <instruction instr-id='236' subinstr-id='24'/>
+         <instruction instr-id='236' subinstr-id='26'/>
+         <instruction instr-id='236' subinstr-id='28'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='238' subinstr-id='10'/>
+         <instruction instr-id='238' subinstr-id='12'/>
+         <instruction instr-id='238' subinstr-id='14'/>
+         <instruction instr-id='238' subinstr-id='18'/>
+         <instruction instr-id='238' subinstr-id='20'/>
+         <instruction instr-id='238' subinstr-id='22'/>
+         <instruction instr-id='238' subinstr-id='24'/>
+         <instruction instr-id='238' subinstr-id='26'/>
+         <instruction instr-id='238' subinstr-id='28'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='12'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='245' subinstr-id='20'/>
+         <instruction instr-id='245' subinstr-id='22'/>
+         <instruction instr-id='245' subinstr-id='24'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='12'/>
+         <instruction instr-id='248' subinstr-id='14'/>
+         <instruction instr-id='248' subinstr-id='16'/>
+         <instruction instr-id='248' subinstr-id='18'/>
+         <instruction instr-id='248' subinstr-id='20'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='252' subinstr-id='6'/>
+         <instruction instr-id='252' subinstr-id='8'/>
+         <instruction instr-id='252' subinstr-id='12'/>
+         <instruction instr-id='252' subinstr-id='14'/>
+         <instruction instr-id='252' subinstr-id='16'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='265'/>
+         <instruction instr-id='265' subinstr-id='2'/>
+         <instruction instr-id='265' subinstr-id='4'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='271'/>
+         <instruction instr-id='271' subinstr-id='2'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='294'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='300'/>
+         <instruction instr-id='300' subinstr-id='2'/>
+         <instruction instr-id='300' subinstr-id='4'/>
+         <instruction instr-id='300' subinstr-id='6'/>
+         <instruction instr-id='300' subinstr-id='8'/>
+         <instruction instr-id='300' subinstr-id='10'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='303' subinstr-id='2'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='4'/>
+         <instruction instr-id='313' subinstr-id='6'/>
+         <instruction instr-id='313' subinstr-id='8'/>
+         <instruction instr-id='313' subinstr-id='10'/>
+         <instruction instr-id='313' subinstr-id='12'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <instruction instr-id='329' subinstr-id='8'/>
+         <instruction instr-id='329' subinstr-id='10'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='339' subinstr-id='2'/>
+         <instruction instr-id='339' subinstr-id='4'/>
+         <instruction instr-id='339' subinstr-id='6'/>
+         <instruction instr-id='339' subinstr-id='8'/>
+         <instruction instr-id='339' subinstr-id='10'/>
+         <instruction instr-id='339' subinstr-id='12'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='349' subinstr-id='4'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='355' subinstr-id='2'/>
+         <instruction instr-id='355' subinstr-id='4'/>
+         <instruction instr-id='355' subinstr-id='6'/>
+         <instruction instr-id='355' subinstr-id='8'/>
+         <instruction instr-id='355' subinstr-id='10'/>
+         <instruction instr-id='358'/>
+         <instruction instr-id='358' subinstr-id='2'/>
+         <instruction instr-id='358' subinstr-id='4'/>
+         <instruction instr-id='358' subinstr-id='6'/>
+         <instruction instr-id='368'/>
+         <instruction instr-id='368' subinstr-id='2'/>
+         <instruction instr-id='368' subinstr-id='4'/>
+         <instruction instr-id='368' subinstr-id='6'/>
+         <instruction instr-id='368' subinstr-id='8'/>
+         <instruction instr-id='368' subinstr-id='10'/>
+         <instruction instr-id='368' subinstr-id='12'/>
+         <instruction instr-id='368' subinstr-id='14'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='381'/>
+         <instruction instr-id='384'/>
+         <instruction instr-id='384' subinstr-id='2'/>
+         <instruction instr-id='384' subinstr-id='4'/>
+         <instruction instr-id='384' subinstr-id='6'/>
+         <instruction instr-id='387'/>
+         <instruction instr-id='387' subinstr-id='2'/>
+         <instruction instr-id='390'/>
+         <instruction instr-id='390' subinstr-id='2'/>
+         <instruction instr-id='400'/>
+         <instruction instr-id='400' subinstr-id='2'/>
+         <instruction instr-id='400' subinstr-id='6'/>
+         <instruction instr-id='400' subinstr-id='8'/>
+         <instruction instr-id='400' subinstr-id='10'/>
+         <instruction instr-id='400' subinstr-id='12'/>
+         <instruction instr-id='400' subinstr-id='14'/>
+         <instruction instr-id='400' subinstr-id='16'/>
+         <instruction instr-id='400' subinstr-id='18'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='410' subinstr-id='2'/>
+         <instruction instr-id='410' subinstr-id='4'/>
+         <instruction instr-id='410' subinstr-id='6'/>
+         <instruction instr-id='410' subinstr-id='8'/>
+         <instruction instr-id='410' subinstr-id='10'/>
+         <instruction instr-id='410' subinstr-id='12'/>
+         <instruction instr-id='410' subinstr-id='14'/>
+         <instruction instr-id='413'/>
+         <instruction instr-id='413' subinstr-id='2'/>
+         <instruction instr-id='416'/>
+         <instruction instr-id='416' subinstr-id='2'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='426' subinstr-id='2'/>
+         <instruction instr-id='426' subinstr-id='4'/>
+         <instruction instr-id='426' subinstr-id='6'/>
+         <instruction instr-id='426' subinstr-id='8'/>
+         <instruction instr-id='426' subinstr-id='10'/>
+         <instruction instr-id='426' subinstr-id='12'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='436' subinstr-id='2'/>
+         <instruction instr-id='436' subinstr-id='4'/>
+         <instruction instr-id='439'/>
+         <instruction instr-id='442'/>
+         <instruction instr-id='442' subinstr-id='2'/>
+         <instruction instr-id='442' subinstr-id='4'/>
+         <instruction instr-id='442' subinstr-id='6'/>
+         <instruction instr-id='442' subinstr-id='8'/>
+         <instruction instr-id='442' subinstr-id='10'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='445' subinstr-id='2'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='455' subinstr-id='4'/>
+         <instruction instr-id='455' subinstr-id='6'/>
+         <instruction instr-id='455' subinstr-id='8'/>
+         <instruction instr-id='455' subinstr-id='10'/>
+         <instruction instr-id='455' subinstr-id='12'/>
+         <instruction instr-id='455' subinstr-id='14'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='468' subinstr-id='6'/>
+         <instruction instr-id='468' subinstr-id='8'/>
+         <instruction instr-id='468' subinstr-id='10'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='474' subinstr-id='2'/>
+         <bounding-box x1='56' y1='556' x2='572' y2='687'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='4'>
+         <instruction instr-id='595'/>
+         <instruction instr-id='595' subinstr-id='2'/>
+         <instruction instr-id='595' subinstr-id='4'/>
+         <instruction instr-id='595' subinstr-id='6'/>
+         <instruction instr-id='595' subinstr-id='8'/>
+         <instruction instr-id='595' subinstr-id='10'/>
+         <instruction instr-id='595' subinstr-id='12'/>
+         <instruction instr-id='595' subinstr-id='16'/>
+         <instruction instr-id='595' subinstr-id='18'/>
+         <instruction instr-id='595' subinstr-id='20'/>
+         <instruction instr-id='597'/>
+         <instruction instr-id='597' subinstr-id='2'/>
+         <instruction instr-id='597' subinstr-id='4'/>
+         <instruction instr-id='597' subinstr-id='6'/>
+         <instruction instr-id='597' subinstr-id='8'/>
+         <instruction instr-id='597' subinstr-id='10'/>
+         <instruction instr-id='597' subinstr-id='12'/>
+         <instruction instr-id='599'/>
+         <instruction instr-id='599' subinstr-id='2'/>
+         <instruction instr-id='599' subinstr-id='4'/>
+         <instruction instr-id='599' subinstr-id='6'/>
+         <instruction instr-id='599' subinstr-id='8'/>
+         <instruction instr-id='599' subinstr-id='10'/>
+         <instruction instr-id='599' subinstr-id='12'/>
+         <instruction instr-id='599' subinstr-id='16'/>
+         <instruction instr-id='599' subinstr-id='18'/>
+         <instruction instr-id='599' subinstr-id='20'/>
+         <instruction instr-id='599' subinstr-id='22'/>
+         <instruction instr-id='601'/>
+         <instruction instr-id='601' subinstr-id='2'/>
+         <instruction instr-id='601' subinstr-id='4'/>
+         <instruction instr-id='601' subinstr-id='6'/>
+         <instruction instr-id='601' subinstr-id='8'/>
+         <instruction instr-id='601' subinstr-id='10'/>
+         <instruction instr-id='601' subinstr-id='12'/>
+         <instruction instr-id='601' subinstr-id='16'/>
+         <instruction instr-id='601' subinstr-id='18'/>
+         <instruction instr-id='601' subinstr-id='20'/>
+         <instruction instr-id='601' subinstr-id='22'/>
+         <instruction instr-id='601' subinstr-id='24'/>
+         <instruction instr-id='603'/>
+         <instruction instr-id='603' subinstr-id='2'/>
+         <instruction instr-id='603' subinstr-id='6'/>
+         <instruction instr-id='603' subinstr-id='8'/>
+         <instruction instr-id='603' subinstr-id='10'/>
+         <instruction instr-id='603' subinstr-id='12'/>
+         <instruction instr-id='603' subinstr-id='14'/>
+         <instruction instr-id='603' subinstr-id='16'/>
+         <instruction instr-id='603' subinstr-id='18'/>
+         <instruction instr-id='605'/>
+         <instruction instr-id='605' subinstr-id='2'/>
+         <instruction instr-id='605' subinstr-id='4'/>
+         <instruction instr-id='605' subinstr-id='6'/>
+         <instruction instr-id='607'/>
+         <instruction instr-id='607' subinstr-id='2'/>
+         <instruction instr-id='607' subinstr-id='4'/>
+         <instruction instr-id='607' subinstr-id='6'/>
+         <instruction instr-id='607' subinstr-id='8'/>
+         <instruction instr-id='609'/>
+         <instruction instr-id='609' subinstr-id='2'/>
+         <instruction instr-id='609' subinstr-id='6'/>
+         <instruction instr-id='609' subinstr-id='8'/>
+         <instruction instr-id='609' subinstr-id='10'/>
+         <instruction instr-id='609' subinstr-id='12'/>
+         <instruction instr-id='609' subinstr-id='14'/>
+         <instruction instr-id='609' subinstr-id='16'/>
+         <instruction instr-id='609' subinstr-id='18'/>
+         <instruction instr-id='611'/>
+         <instruction instr-id='611' subinstr-id='2'/>
+         <instruction instr-id='611' subinstr-id='4'/>
+         <instruction instr-id='611' subinstr-id='6'/>
+         <instruction instr-id='611' subinstr-id='10'/>
+         <instruction instr-id='611' subinstr-id='12'/>
+         <instruction instr-id='611' subinstr-id='14'/>
+         <instruction instr-id='611' subinstr-id='16'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='615' subinstr-id='2'/>
+         <instruction instr-id='615' subinstr-id='4'/>
+         <instruction instr-id='615' subinstr-id='6'/>
+         <instruction instr-id='615' subinstr-id='8'/>
+         <instruction instr-id='615' subinstr-id='10'/>
+         <instruction instr-id='615' subinstr-id='12'/>
+         <instruction instr-id='615' subinstr-id='14'/>
+         <instruction instr-id='615' subinstr-id='16'/>
+         <instruction instr-id='615' subinstr-id='18'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='617' subinstr-id='2'/>
+         <instruction instr-id='617' subinstr-id='4'/>
+         <instruction instr-id='617' subinstr-id='6'/>
+         <instruction instr-id='617' subinstr-id='8'/>
+         <instruction instr-id='617' subinstr-id='10'/>
+         <instruction instr-id='617' subinstr-id='12'/>
+         <instruction instr-id='617' subinstr-id='14'/>
+         <instruction instr-id='619'/>
+         <instruction instr-id='619' subinstr-id='2'/>
+         <instruction instr-id='619' subinstr-id='4'/>
+         <instruction instr-id='619' subinstr-id='6'/>
+         <instruction instr-id='619' subinstr-id='8'/>
+         <instruction instr-id='621'/>
+         <instruction instr-id='621' subinstr-id='2'/>
+         <instruction instr-id='621' subinstr-id='4'/>
+         <instruction instr-id='621' subinstr-id='6'/>
+         <instruction instr-id='621' subinstr-id='8'/>
+         <instruction instr-id='623'/>
+         <instruction instr-id='623' subinstr-id='2'/>
+         <instruction instr-id='623' subinstr-id='4'/>
+         <instruction instr-id='623' subinstr-id='6'/>
+         <instruction instr-id='623' subinstr-id='8'/>
+         <instruction instr-id='623' subinstr-id='10'/>
+         <instruction instr-id='623' subinstr-id='12'/>
+         <instruction instr-id='623' subinstr-id='14'/>
+         <instruction instr-id='623' subinstr-id='16'/>
+         <instruction instr-id='625'/>
+         <instruction instr-id='625' subinstr-id='2'/>
+         <instruction instr-id='625' subinstr-id='4'/>
+         <instruction instr-id='625' subinstr-id='6'/>
+         <instruction instr-id='625' subinstr-id='8'/>
+         <instruction instr-id='625' subinstr-id='10'/>
+         <instruction instr-id='625' subinstr-id='12'/>
+         <instruction instr-id='625' subinstr-id='14'/>
+         <instruction instr-id='625' subinstr-id='16'/>
+         <instruction instr-id='625' subinstr-id='18'/>
+         <instruction instr-id='627'/>
+         <instruction instr-id='627' subinstr-id='2'/>
+         <instruction instr-id='627' subinstr-id='4'/>
+         <instruction instr-id='627' subinstr-id='6'/>
+         <instruction instr-id='627' subinstr-id='8'/>
+         <instruction instr-id='629'/>
+         <instruction instr-id='629' subinstr-id='2'/>
+         <instruction instr-id='629' subinstr-id='4'/>
+         <instruction instr-id='629' subinstr-id='6'/>
+         <instruction instr-id='629' subinstr-id='8'/>
+         <instruction instr-id='629' subinstr-id='10'/>
+         <instruction instr-id='629' subinstr-id='12'/>
+         <instruction instr-id='629' subinstr-id='14'/>
+         <instruction instr-id='629' subinstr-id='16'/>
+         <instruction instr-id='631'/>
+         <instruction instr-id='631' subinstr-id='2'/>
+         <instruction instr-id='631' subinstr-id='4'/>
+         <instruction instr-id='631' subinstr-id='6'/>
+         <instruction instr-id='631' subinstr-id='8'/>
+         <instruction instr-id='631' subinstr-id='10'/>
+         <instruction instr-id='631' subinstr-id='12'/>
+         <instruction instr-id='631' subinstr-id='14'/>
+         <instruction instr-id='631' subinstr-id='16'/>
+         <instruction instr-id='631' subinstr-id='18'/>
+         <instruction instr-id='631' subinstr-id='20'/>
+         <instruction instr-id='633'/>
+         <instruction instr-id='633' subinstr-id='2'/>
+         <instruction instr-id='633' subinstr-id='4'/>
+         <instruction instr-id='633' subinstr-id='6'/>
+         <instruction instr-id='633' subinstr-id='8'/>
+         <instruction instr-id='635'/>
+         <instruction instr-id='635' subinstr-id='2'/>
+         <instruction instr-id='635' subinstr-id='4'/>
+         <instruction instr-id='635' subinstr-id='6'/>
+         <instruction instr-id='635' subinstr-id='8'/>
+         <instruction instr-id='635' subinstr-id='10'/>
+         <instruction instr-id='635' subinstr-id='12'/>
+         <instruction instr-id='637'/>
+         <instruction instr-id='637' subinstr-id='2'/>
+         <instruction instr-id='637' subinstr-id='4'/>
+         <instruction instr-id='637' subinstr-id='6'/>
+         <instruction instr-id='639'/>
+         <instruction instr-id='639' subinstr-id='2'/>
+         <instruction instr-id='639' subinstr-id='4'/>
+         <instruction instr-id='639' subinstr-id='6'/>
+         <instruction instr-id='639' subinstr-id='8'/>
+         <instruction instr-id='639' subinstr-id='10'/>
+         <instruction instr-id='649'/>
+         <instruction instr-id='649' subinstr-id='2'/>
+         <instruction instr-id='649' subinstr-id='4'/>
+         <instruction instr-id='652'/>
+         <instruction instr-id='652' subinstr-id='2'/>
+         <instruction instr-id='652' subinstr-id='4'/>
+         <instruction instr-id='652' subinstr-id='6'/>
+         <instruction instr-id='652' subinstr-id='8'/>
+         <instruction instr-id='652' subinstr-id='10'/>
+         <instruction instr-id='652' subinstr-id='12'/>
+         <instruction instr-id='652' subinstr-id='14'/>
+         <instruction instr-id='652' subinstr-id='16'/>
+         <instruction instr-id='652' subinstr-id='18'/>
+         <instruction instr-id='652' subinstr-id='20'/>
+         <instruction instr-id='652' subinstr-id='22'/>
+         <instruction instr-id='652' subinstr-id='24'/>
+         <instruction instr-id='652' subinstr-id='26'/>
+         <instruction instr-id='652' subinstr-id='28'/>
+         <instruction instr-id='655'/>
+         <instruction instr-id='655' subinstr-id='2'/>
+         <instruction instr-id='655' subinstr-id='4'/>
+         <instruction instr-id='655' subinstr-id='6'/>
+         <instruction instr-id='655' subinstr-id='8'/>
+         <instruction instr-id='665'/>
+         <instruction instr-id='665' subinstr-id='2'/>
+         <instruction instr-id='665' subinstr-id='4'/>
+         <instruction instr-id='665' subinstr-id='6'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='675' subinstr-id='2'/>
+         <instruction instr-id='675' subinstr-id='4'/>
+         <instruction instr-id='678'/>
+         <instruction instr-id='678' subinstr-id='2'/>
+         <instruction instr-id='678' subinstr-id='4'/>
+         <instruction instr-id='678' subinstr-id='6'/>
+         <instruction instr-id='678' subinstr-id='8'/>
+         <instruction instr-id='678' subinstr-id='10'/>
+         <instruction instr-id='681'/>
+         <instruction instr-id='684'/>
+         <instruction instr-id='684' subinstr-id='2'/>
+         <instruction instr-id='684' subinstr-id='4'/>
+         <instruction instr-id='684' subinstr-id='6'/>
+         <instruction instr-id='684' subinstr-id='8'/>
+         <instruction instr-id='684' subinstr-id='10'/>
+         <instruction instr-id='684' subinstr-id='12'/>
+         <instruction instr-id='684' subinstr-id='14'/>
+         <instruction instr-id='684' subinstr-id='16'/>
+         <instruction instr-id='684' subinstr-id='18'/>
+         <instruction instr-id='684' subinstr-id='20'/>
+         <instruction instr-id='684' subinstr-id='22'/>
+         <instruction instr-id='684' subinstr-id='24'/>
+         <instruction instr-id='694'/>
+         <instruction instr-id='694' subinstr-id='2'/>
+         <instruction instr-id='694' subinstr-id='4'/>
+         <instruction instr-id='694' subinstr-id='6'/>
+         <instruction instr-id='694' subinstr-id='8'/>
+         <instruction instr-id='694' subinstr-id='10'/>
+         <instruction instr-id='694' subinstr-id='12'/>
+         <instruction instr-id='704'/>
+         <instruction instr-id='704' subinstr-id='2'/>
+         <instruction instr-id='704' subinstr-id='4'/>
+         <instruction instr-id='707'/>
+         <instruction instr-id='707' subinstr-id='2'/>
+         <instruction instr-id='707' subinstr-id='4'/>
+         <instruction instr-id='710'/>
+         <instruction instr-id='710' subinstr-id='2'/>
+         <instruction instr-id='710' subinstr-id='4'/>
+         <instruction instr-id='710' subinstr-id='6'/>
+         <instruction instr-id='710' subinstr-id='8'/>
+         <instruction instr-id='713'/>
+         <instruction instr-id='713' subinstr-id='2'/>
+         <instruction instr-id='713' subinstr-id='4'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='716' subinstr-id='2'/>
+         <instruction instr-id='716' subinstr-id='4'/>
+         <instruction instr-id='716' subinstr-id='6'/>
+         <instruction instr-id='716' subinstr-id='8'/>
+         <instruction instr-id='716' subinstr-id='10'/>
+         <instruction instr-id='716' subinstr-id='12'/>
+         <instruction instr-id='716' subinstr-id='14'/>
+         <instruction instr-id='716' subinstr-id='16'/>
+         <instruction instr-id='716' subinstr-id='18'/>
+         <instruction instr-id='726'/>
+         <instruction instr-id='726' subinstr-id='2'/>
+         <instruction instr-id='726' subinstr-id='4'/>
+         <instruction instr-id='726' subinstr-id='6'/>
+         <instruction instr-id='726' subinstr-id='8'/>
+         <instruction instr-id='726' subinstr-id='10'/>
+         <instruction instr-id='726' subinstr-id='12'/>
+         <instruction instr-id='726' subinstr-id='14'/>
+         <instruction instr-id='726' subinstr-id='16'/>
+         <instruction instr-id='726' subinstr-id='18'/>
+         <instruction instr-id='726' subinstr-id='20'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='736' subinstr-id='2'/>
+         <instruction instr-id='736' subinstr-id='4'/>
+         <instruction instr-id='736' subinstr-id='6'/>
+         <instruction instr-id='736' subinstr-id='8'/>
+         <instruction instr-id='736' subinstr-id='10'/>
+         <instruction instr-id='739'/>
+         <instruction instr-id='739' subinstr-id='2'/>
+         <instruction instr-id='739' subinstr-id='4'/>
+         <instruction instr-id='743'/>
+         <instruction instr-id='743' subinstr-id='2'/>
+         <instruction instr-id='746'/>
+         <instruction instr-id='746' subinstr-id='2'/>
+         <instruction instr-id='746' subinstr-id='4'/>
+         <instruction instr-id='749'/>
+         <instruction instr-id='749' subinstr-id='2'/>
+         <instruction instr-id='749' subinstr-id='4'/>
+         <instruction instr-id='749' subinstr-id='6'/>
+         <instruction instr-id='749' subinstr-id='8'/>
+         <instruction instr-id='752'/>
+         <instruction instr-id='752' subinstr-id='2'/>
+         <instruction instr-id='752' subinstr-id='4'/>
+         <instruction instr-id='752' subinstr-id='6'/>
+         <instruction instr-id='752' subinstr-id='8'/>
+         <instruction instr-id='762'/>
+         <instruction instr-id='762' subinstr-id='2'/>
+         <instruction instr-id='762' subinstr-id='4'/>
+         <instruction instr-id='762' subinstr-id='6'/>
+         <instruction instr-id='762' subinstr-id='8'/>
+         <instruction instr-id='762' subinstr-id='10'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='772' subinstr-id='2'/>
+         <instruction instr-id='772' subinstr-id='4'/>
+         <instruction instr-id='772' subinstr-id='6'/>
+         <instruction instr-id='772' subinstr-id='8'/>
+         <instruction instr-id='772' subinstr-id='10'/>
+         <instruction instr-id='772' subinstr-id='12'/>
+         <instruction instr-id='772' subinstr-id='14'/>
+         <instruction instr-id='772' subinstr-id='16'/>
+         <instruction instr-id='772' subinstr-id='18'/>
+         <instruction instr-id='772' subinstr-id='20'/>
+         <instruction instr-id='772' subinstr-id='22'/>
+         <instruction instr-id='772' subinstr-id='24'/>
+         <instruction instr-id='772' subinstr-id='26'/>
+         <instruction instr-id='772' subinstr-id='28'/>
+         <instruction instr-id='772' subinstr-id='30'/>
+         <instruction instr-id='772' subinstr-id='32'/>
+         <instruction instr-id='772' subinstr-id='34'/>
+         <instruction instr-id='772' subinstr-id='36'/>
+         <instruction instr-id='772' subinstr-id='38'/>
+         <instruction instr-id='772' subinstr-id='40'/>
+         <instruction instr-id='772' subinstr-id='42'/>
+         <instruction instr-id='772' subinstr-id='44'/>
+         <instruction instr-id='782'/>
+         <instruction instr-id='782' subinstr-id='2'/>
+         <instruction instr-id='782' subinstr-id='4'/>
+         <instruction instr-id='782' subinstr-id='6'/>
+         <instruction instr-id='782' subinstr-id='8'/>
+         <instruction instr-id='782' subinstr-id='10'/>
+         <instruction instr-id='792'/>
+         <instruction instr-id='792' subinstr-id='2'/>
+         <instruction instr-id='792' subinstr-id='4'/>
+         <instruction instr-id='792' subinstr-id='6'/>
+         <instruction instr-id='792' subinstr-id='8'/>
+         <instruction instr-id='792' subinstr-id='10'/>
+         <instruction instr-id='792' subinstr-id='12'/>
+         <instruction instr-id='792' subinstr-id='14'/>
+         <instruction instr-id='792' subinstr-id='16'/>
+         <instruction instr-id='792' subinstr-id='18'/>
+         <instruction instr-id='795'/>
+         <instruction instr-id='795' subinstr-id='2'/>
+         <instruction instr-id='795' subinstr-id='4'/>
+         <instruction instr-id='795' subinstr-id='6'/>
+         <instruction instr-id='795' subinstr-id='8'/>
+         <instruction instr-id='798'/>
+         <instruction instr-id='802'/>
+         <instruction instr-id='802' subinstr-id='2'/>
+         <instruction instr-id='802' subinstr-id='4'/>
+         <instruction instr-id='802' subinstr-id='6'/>
+         <instruction instr-id='802' subinstr-id='8'/>
+         <instruction instr-id='806'/>
+         <instruction instr-id='806' subinstr-id='2'/>
+         <instruction instr-id='806' subinstr-id='4'/>
+         <instruction instr-id='806' subinstr-id='6'/>
+         <instruction instr-id='806' subinstr-id='8'/>
+         <instruction instr-id='806' subinstr-id='10'/>
+         <instruction instr-id='809'/>
+         <instruction instr-id='809' subinstr-id='2'/>
+         <instruction instr-id='809' subinstr-id='4'/>
+         <instruction instr-id='809' subinstr-id='6'/>
+         <instruction instr-id='809' subinstr-id='8'/>
+         <instruction instr-id='809' subinstr-id='10'/>
+         <instruction instr-id='819'/>
+         <instruction instr-id='819' subinstr-id='2'/>
+         <instruction instr-id='819' subinstr-id='4'/>
+         <instruction instr-id='819' subinstr-id='6'/>
+         <instruction instr-id='819' subinstr-id='8'/>
+         <instruction instr-id='819' subinstr-id='10'/>
+         <instruction instr-id='819' subinstr-id='14'/>
+         <instruction instr-id='819' subinstr-id='16'/>
+         <instruction instr-id='819' subinstr-id='18'/>
+         <instruction instr-id='819' subinstr-id='20'/>
+         <instruction instr-id='819' subinstr-id='22'/>
+         <instruction instr-id='819' subinstr-id='24'/>
+         <instruction instr-id='819' subinstr-id='26'/>
+         <instruction instr-id='819' subinstr-id='28'/>
+         <instruction instr-id='819' subinstr-id='30'/>
+         <instruction instr-id='829'/>
+         <instruction instr-id='829' subinstr-id='2'/>
+         <instruction instr-id='829' subinstr-id='4'/>
+         <instruction instr-id='829' subinstr-id='6'/>
+         <instruction instr-id='829' subinstr-id='8'/>
+         <instruction instr-id='829' subinstr-id='10'/>
+         <instruction instr-id='829' subinstr-id='12'/>
+         <instruction instr-id='829' subinstr-id='14'/>
+         <instruction instr-id='829' subinstr-id='16'/>
+         <instruction instr-id='832'/>
+         <instruction instr-id='835'/>
+         <instruction instr-id='835' subinstr-id='2'/>
+         <instruction instr-id='835' subinstr-id='4'/>
+         <instruction instr-id='835' subinstr-id='6'/>
+         <instruction instr-id='835' subinstr-id='8'/>
+         <instruction instr-id='835' subinstr-id='10'/>
+         <instruction instr-id='835' subinstr-id='12'/>
+         <instruction instr-id='835' subinstr-id='14'/>
+         <instruction instr-id='835' subinstr-id='16'/>
+         <instruction instr-id='835' subinstr-id='18'/>
+         <instruction instr-id='835' subinstr-id='20'/>
+         <instruction instr-id='835' subinstr-id='22'/>
+         <instruction instr-id='835' subinstr-id='24'/>
+         <instruction instr-id='845'/>
+         <instruction instr-id='845' subinstr-id='2'/>
+         <instruction instr-id='845' subinstr-id='4'/>
+         <instruction instr-id='845' subinstr-id='6'/>
+         <instruction instr-id='845' subinstr-id='8'/>
+         <instruction instr-id='845' subinstr-id='10'/>
+         <instruction instr-id='845' subinstr-id='12'/>
+         <instruction instr-id='855'/>
+         <instruction instr-id='855' subinstr-id='2'/>
+         <instruction instr-id='855' subinstr-id='4'/>
+         <instruction instr-id='855' subinstr-id='6'/>
+         <instruction instr-id='855' subinstr-id='8'/>
+         <instruction instr-id='855' subinstr-id='10'/>
+         <instruction instr-id='858'/>
+         <instruction instr-id='858' subinstr-id='2'/>
+         <instruction instr-id='858' subinstr-id='4'/>
+         <instruction instr-id='858' subinstr-id='6'/>
+         <instruction instr-id='858' subinstr-id='8'/>
+         <instruction instr-id='861'/>
+         <instruction instr-id='861' subinstr-id='2'/>
+         <instruction instr-id='861' subinstr-id='4'/>
+         <instruction instr-id='861' subinstr-id='6'/>
+         <instruction instr-id='861' subinstr-id='8'/>
+         <instruction instr-id='861' subinstr-id='10'/>
+         <instruction instr-id='861' subinstr-id='12'/>
+         <instruction instr-id='861' subinstr-id='14'/>
+         <instruction instr-id='864'/>
+         <instruction instr-id='864' subinstr-id='2'/>
+         <instruction instr-id='864' subinstr-id='4'/>
+         <instruction instr-id='864' subinstr-id='6'/>
+         <instruction instr-id='864' subinstr-id='8'/>
+         <instruction instr-id='874'/>
+         <instruction instr-id='874' subinstr-id='2'/>
+         <instruction instr-id='874' subinstr-id='4'/>
+         <instruction instr-id='874' subinstr-id='6'/>
+         <instruction instr-id='874' subinstr-id='8'/>
+         <instruction instr-id='874' subinstr-id='10'/>
+         <instruction instr-id='884'/>
+         <instruction instr-id='884' subinstr-id='2'/>
+         <instruction instr-id='884' subinstr-id='4'/>
+         <instruction instr-id='884' subinstr-id='6'/>
+         <instruction instr-id='884' subinstr-id='8'/>
+         <instruction instr-id='884' subinstr-id='10'/>
+         <instruction instr-id='884' subinstr-id='12'/>
+         <instruction instr-id='884' subinstr-id='14'/>
+         <instruction instr-id='884' subinstr-id='16'/>
+         <instruction instr-id='887'/>
+         <instruction instr-id='890'/>
+         <instruction instr-id='890' subinstr-id='2'/>
+         <instruction instr-id='890' subinstr-id='4'/>
+         <instruction instr-id='890' subinstr-id='6'/>
+         <instruction instr-id='890' subinstr-id='8'/>
+         <instruction instr-id='890' subinstr-id='10'/>
+         <instruction instr-id='890' subinstr-id='12'/>
+         <instruction instr-id='890' subinstr-id='14'/>
+         <instruction instr-id='890' subinstr-id='16'/>
+         <instruction instr-id='890' subinstr-id='18'/>
+         <instruction instr-id='890' subinstr-id='20'/>
+         <instruction instr-id='890' subinstr-id='22'/>
+         <instruction instr-id='890' subinstr-id='24'/>
+         <instruction instr-id='900'/>
+         <instruction instr-id='900' subinstr-id='2'/>
+         <instruction instr-id='900' subinstr-id='4'/>
+         <instruction instr-id='900' subinstr-id='8'/>
+         <instruction instr-id='900' subinstr-id='10'/>
+         <instruction instr-id='900' subinstr-id='12'/>
+         <instruction instr-id='900' subinstr-id='14'/>
+         <instruction instr-id='900' subinstr-id='16'/>
+         <instruction instr-id='900' subinstr-id='18'/>
+         <instruction instr-id='900' subinstr-id='20'/>
+         <instruction instr-id='900' subinstr-id='22'/>
+         <instruction instr-id='910'/>
+         <instruction instr-id='910' subinstr-id='2'/>
+         <instruction instr-id='910' subinstr-id='4'/>
+         <instruction instr-id='910' subinstr-id='6'/>
+         <instruction instr-id='910' subinstr-id='8'/>
+         <instruction instr-id='910' subinstr-id='10'/>
+         <instruction instr-id='913'/>
+         <instruction instr-id='913' subinstr-id='2'/>
+         <instruction instr-id='913' subinstr-id='4'/>
+         <instruction instr-id='913' subinstr-id='6'/>
+         <instruction instr-id='913' subinstr-id='8'/>
+         <instruction instr-id='916'/>
+         <instruction instr-id='916' subinstr-id='2'/>
+         <instruction instr-id='916' subinstr-id='4'/>
+         <instruction instr-id='916' subinstr-id='6'/>
+         <instruction instr-id='916' subinstr-id='8'/>
+         <instruction instr-id='916' subinstr-id='10'/>
+         <instruction instr-id='916' subinstr-id='12'/>
+         <instruction instr-id='916' subinstr-id='14'/>
+         <instruction instr-id='916' subinstr-id='16'/>
+         <instruction instr-id='916' subinstr-id='18'/>
+         <instruction instr-id='916' subinstr-id='20'/>
+         <instruction instr-id='916' subinstr-id='22'/>
+         <instruction instr-id='916' subinstr-id='24'/>
+         <instruction instr-id='926'/>
+         <instruction instr-id='926' subinstr-id='2'/>
+         <instruction instr-id='926' subinstr-id='4'/>
+         <instruction instr-id='926' subinstr-id='6'/>
+         <instruction instr-id='926' subinstr-id='8'/>
+         <instruction instr-id='936'/>
+         <instruction instr-id='936' subinstr-id='2'/>
+         <instruction instr-id='936' subinstr-id='4'/>
+         <instruction instr-id='939'/>
+         <instruction instr-id='939' subinstr-id='2'/>
+         <instruction instr-id='939' subinstr-id='4'/>
+         <instruction instr-id='942'/>
+         <instruction instr-id='942' subinstr-id='2'/>
+         <instruction instr-id='942' subinstr-id='4'/>
+         <instruction instr-id='942' subinstr-id='6'/>
+         <instruction instr-id='942' subinstr-id='8'/>
+         <instruction instr-id='945'/>
+         <instruction instr-id='945' subinstr-id='2'/>
+         <instruction instr-id='945' subinstr-id='4'/>
+         <instruction instr-id='948'/>
+         <instruction instr-id='948' subinstr-id='2'/>
+         <instruction instr-id='948' subinstr-id='4'/>
+         <instruction instr-id='948' subinstr-id='6'/>
+         <instruction instr-id='948' subinstr-id='8'/>
+         <instruction instr-id='948' subinstr-id='10'/>
+         <instruction instr-id='948' subinstr-id='12'/>
+         <instruction instr-id='948' subinstr-id='14'/>
+         <instruction instr-id='948' subinstr-id='16'/>
+         <instruction instr-id='948' subinstr-id='18'/>
+         <instruction instr-id='958'/>
+         <instruction instr-id='958' subinstr-id='2'/>
+         <instruction instr-id='958' subinstr-id='4'/>
+         <instruction instr-id='958' subinstr-id='6'/>
+         <instruction instr-id='958' subinstr-id='8'/>
+         <instruction instr-id='958' subinstr-id='10'/>
+         <instruction instr-id='958' subinstr-id='12'/>
+         <instruction instr-id='958' subinstr-id='14'/>
+         <instruction instr-id='968'/>
+         <instruction instr-id='968' subinstr-id='2'/>
+         <instruction instr-id='968' subinstr-id='4'/>
+         <instruction instr-id='968' subinstr-id='6'/>
+         <instruction instr-id='968' subinstr-id='8'/>
+         <instruction instr-id='968' subinstr-id='10'/>
+         <instruction instr-id='971'/>
+         <instruction instr-id='971' subinstr-id='2'/>
+         <instruction instr-id='971' subinstr-id='4'/>
+         <instruction instr-id='971' subinstr-id='6'/>
+         <instruction instr-id='971' subinstr-id='8'/>
+         <instruction instr-id='971' subinstr-id='10'/>
+         <instruction instr-id='971' subinstr-id='12'/>
+         <instruction instr-id='971' subinstr-id='14'/>
+         <instruction instr-id='974'/>
+         <instruction instr-id='974' subinstr-id='2'/>
+         <instruction instr-id='974' subinstr-id='4'/>
+         <instruction instr-id='974' subinstr-id='6'/>
+         <instruction instr-id='974' subinstr-id='8'/>
+         <instruction instr-id='974' subinstr-id='10'/>
+         <instruction instr-id='974' subinstr-id='12'/>
+         <instruction instr-id='974' subinstr-id='14'/>
+         <instruction instr-id='974' subinstr-id='16'/>
+         <instruction instr-id='974' subinstr-id='18'/>
+         <instruction instr-id='984'/>
+         <instruction instr-id='984' subinstr-id='2'/>
+         <instruction instr-id='984' subinstr-id='4'/>
+         <instruction instr-id='984' subinstr-id='6'/>
+         <instruction instr-id='984' subinstr-id='8'/>
+         <instruction instr-id='984' subinstr-id='10'/>
+         <instruction instr-id='984' subinstr-id='12'/>
+         <instruction instr-id='994'/>
+         <instruction instr-id='994' subinstr-id='2'/>
+         <instruction instr-id='994' subinstr-id='4'/>
+         <instruction instr-id='994' subinstr-id='6'/>
+         <instruction instr-id='994' subinstr-id='8'/>
+         <instruction instr-id='994' subinstr-id='10'/>
+         <instruction instr-id='994' subinstr-id='12'/>
+         <instruction instr-id='994' subinstr-id='14'/>
+         <instruction instr-id='994' subinstr-id='16'/>
+         <instruction instr-id='994' subinstr-id='18'/>
+         <instruction instr-id='994' subinstr-id='20'/>
+         <instruction instr-id='994' subinstr-id='22'/>
+         <instruction instr-id='994' subinstr-id='24'/>
+         <instruction instr-id='994' subinstr-id='26'/>
+         <instruction instr-id='994' subinstr-id='28'/>
+         <instruction instr-id='994' subinstr-id='30'/>
+         <instruction instr-id='994' subinstr-id='32'/>
+         <instruction instr-id='994' subinstr-id='34'/>
+         <instruction instr-id='994' subinstr-id='36'/>
+         <instruction instr-id='994' subinstr-id='38'/>
+         <instruction instr-id='994' subinstr-id='40'/>
+         <instruction instr-id='994' subinstr-id='42'/>
+         <instruction instr-id='994' subinstr-id='44'/>
+         <instruction instr-id='1004'/>
+         <instruction instr-id='1004' subinstr-id='2'/>
+         <instruction instr-id='1004' subinstr-id='4'/>
+         <instruction instr-id='1004' subinstr-id='6'/>
+         <instruction instr-id='1014'/>
+         <instruction instr-id='1014' subinstr-id='2'/>
+         <instruction instr-id='1014' subinstr-id='4'/>
+         <instruction instr-id='1014' subinstr-id='6'/>
+         <instruction instr-id='1014' subinstr-id='8'/>
+         <instruction instr-id='1014' subinstr-id='10'/>
+         <instruction instr-id='1014' subinstr-id='12'/>
+         <instruction instr-id='1014' subinstr-id='14'/>
+         <instruction instr-id='1014' subinstr-id='16'/>
+         <instruction instr-id='1014' subinstr-id='18'/>
+         <instruction instr-id='1014' subinstr-id='20'/>
+         <instruction instr-id='1014' subinstr-id='22'/>
+         <instruction instr-id='1014' subinstr-id='24'/>
+         <instruction instr-id='1014' subinstr-id='26'/>
+         <instruction instr-id='1014' subinstr-id='28'/>
+         <instruction instr-id='1014' subinstr-id='30'/>
+         <instruction instr-id='1014' subinstr-id='32'/>
+         <instruction instr-id='1014' subinstr-id='34'/>
+         <instruction instr-id='1014' subinstr-id='36'/>
+         <instruction instr-id='1014' subinstr-id='38'/>
+         <instruction instr-id='1014' subinstr-id='40'/>
+         <instruction instr-id='1014' subinstr-id='42'/>
+         <instruction instr-id='1014' subinstr-id='44'/>
+         <instruction instr-id='1024'/>
+         <instruction instr-id='1024' subinstr-id='2'/>
+         <instruction instr-id='1024' subinstr-id='4'/>
+         <instruction instr-id='1024' subinstr-id='6'/>
+         <instruction instr-id='1024' subinstr-id='8'/>
+         <instruction instr-id='1024' subinstr-id='10'/>
+         <instruction instr-id='1034'/>
+         <instruction instr-id='1034' subinstr-id='2'/>
+         <instruction instr-id='1034' subinstr-id='4'/>
+         <instruction instr-id='1034' subinstr-id='6'/>
+         <instruction instr-id='1034' subinstr-id='8'/>
+         <instruction instr-id='1034' subinstr-id='10'/>
+         <instruction instr-id='1034' subinstr-id='12'/>
+         <instruction instr-id='1034' subinstr-id='14'/>
+         <instruction instr-id='1034' subinstr-id='16'/>
+         <instruction instr-id='1037'/>
+         <instruction instr-id='1040'/>
+         <instruction instr-id='1040' subinstr-id='2'/>
+         <instruction instr-id='1040' subinstr-id='4'/>
+         <instruction instr-id='1040' subinstr-id='6'/>
+         <instruction instr-id='1040' subinstr-id='8'/>
+         <instruction instr-id='1040' subinstr-id='10'/>
+         <instruction instr-id='1040' subinstr-id='12'/>
+         <instruction instr-id='1040' subinstr-id='14'/>
+         <instruction instr-id='1040' subinstr-id='16'/>
+         <instruction instr-id='1040' subinstr-id='18'/>
+         <instruction instr-id='1040' subinstr-id='20'/>
+         <instruction instr-id='1040' subinstr-id='22'/>
+         <instruction instr-id='1040' subinstr-id='24'/>
+         <instruction instr-id='1050'/>
+         <instruction instr-id='1050' subinstr-id='2'/>
+         <instruction instr-id='1050' subinstr-id='4'/>
+         <instruction instr-id='1050' subinstr-id='6'/>
+         <instruction instr-id='1050' subinstr-id='8'/>
+         <instruction instr-id='1060'/>
+         <instruction instr-id='1060' subinstr-id='2'/>
+         <instruction instr-id='1060' subinstr-id='4'/>
+         <instruction instr-id='1060' subinstr-id='6'/>
+         <instruction instr-id='1060' subinstr-id='8'/>
+         <instruction instr-id='1060' subinstr-id='10'/>
+         <instruction instr-id='1060' subinstr-id='12'/>
+         <instruction instr-id='1060' subinstr-id='14'/>
+         <instruction instr-id='1060' subinstr-id='16'/>
+         <instruction instr-id='1063'/>
+         <instruction instr-id='1063' subinstr-id='2'/>
+         <instruction instr-id='1063' subinstr-id='4'/>
+         <instruction instr-id='1063' subinstr-id='6'/>
+         <instruction instr-id='1063' subinstr-id='8'/>
+         <instruction instr-id='1063' subinstr-id='10'/>
+         <instruction instr-id='1063' subinstr-id='12'/>
+         <instruction instr-id='1063' subinstr-id='14'/>
+         <instruction instr-id='1063' subinstr-id='16'/>
+         <instruction instr-id='1063' subinstr-id='18'/>
+         <instruction instr-id='1063' subinstr-id='20'/>
+         <instruction instr-id='1063' subinstr-id='22'/>
+         <instruction instr-id='1063' subinstr-id='24'/>
+         <instruction instr-id='1063' subinstr-id='26'/>
+         <instruction instr-id='1073'/>
+         <instruction instr-id='1073' subinstr-id='2'/>
+         <instruction instr-id='1073' subinstr-id='4'/>
+         <instruction instr-id='1073' subinstr-id='6'/>
+         <instruction instr-id='1073' subinstr-id='10'/>
+         <instruction instr-id='1073' subinstr-id='12'/>
+         <instruction instr-id='1073' subinstr-id='14'/>
+         <instruction instr-id='1073' subinstr-id='16'/>
+         <instruction instr-id='1073' subinstr-id='18'/>
+         <instruction instr-id='1073' subinstr-id='20'/>
+         <instruction instr-id='1083'/>
+         <instruction instr-id='1083' subinstr-id='2'/>
+         <instruction instr-id='1083' subinstr-id='4'/>
+         <instruction instr-id='1083' subinstr-id='6'/>
+         <instruction instr-id='1083' subinstr-id='8'/>
+         <instruction instr-id='1083' subinstr-id='10'/>
+         <instruction instr-id='1086'/>
+         <instruction instr-id='1086' subinstr-id='2'/>
+         <instruction instr-id='1086' subinstr-id='4'/>
+         <instruction instr-id='1086' subinstr-id='6'/>
+         <instruction instr-id='1086' subinstr-id='8'/>
+         <instruction instr-id='1086' subinstr-id='10'/>
+         <instruction instr-id='1086' subinstr-id='12'/>
+         <instruction instr-id='1089'/>
+         <instruction instr-id='1089' subinstr-id='2'/>
+         <instruction instr-id='1089' subinstr-id='4'/>
+         <instruction instr-id='1089' subinstr-id='6'/>
+         <instruction instr-id='1089' subinstr-id='8'/>
+         <instruction instr-id='1089' subinstr-id='10'/>
+         <instruction instr-id='1089' subinstr-id='12'/>
+         <instruction instr-id='1089' subinstr-id='14'/>
+         <instruction instr-id='1089' subinstr-id='16'/>
+         <instruction instr-id='1089' subinstr-id='18'/>
+         <instruction instr-id='1099'/>
+         <instruction instr-id='1099' subinstr-id='2'/>
+         <instruction instr-id='1099' subinstr-id='4'/>
+         <instruction instr-id='1099' subinstr-id='6'/>
+         <instruction instr-id='1099' subinstr-id='8'/>
+         <instruction instr-id='1099' subinstr-id='10'/>
+         <instruction instr-id='1109'/>
+         <instruction instr-id='1109' subinstr-id='2'/>
+         <instruction instr-id='1109' subinstr-id='4'/>
+         <instruction instr-id='1109' subinstr-id='6'/>
+         <instruction instr-id='1109' subinstr-id='8'/>
+         <instruction instr-id='1109' subinstr-id='10'/>
+         <instruction instr-id='1109' subinstr-id='12'/>
+         <instruction instr-id='1109' subinstr-id='14'/>
+         <instruction instr-id='1109' subinstr-id='16'/>
+         <instruction instr-id='1112'/>
+         <instruction instr-id='1115'/>
+         <instruction instr-id='1115' subinstr-id='2'/>
+         <instruction instr-id='1115' subinstr-id='4'/>
+         <instruction instr-id='1115' subinstr-id='6'/>
+         <instruction instr-id='1115' subinstr-id='8'/>
+         <instruction instr-id='1115' subinstr-id='10'/>
+         <instruction instr-id='1115' subinstr-id='12'/>
+         <instruction instr-id='1115' subinstr-id='14'/>
+         <instruction instr-id='1115' subinstr-id='16'/>
+         <instruction instr-id='1115' subinstr-id='18'/>
+         <instruction instr-id='1115' subinstr-id='20'/>
+         <instruction instr-id='1115' subinstr-id='22'/>
+         <instruction instr-id='1115' subinstr-id='24'/>
+         <instruction instr-id='1125'/>
+         <instruction instr-id='1125' subinstr-id='2'/>
+         <instruction instr-id='1125' subinstr-id='4'/>
+         <instruction instr-id='1125' subinstr-id='6'/>
+         <instruction instr-id='1125' subinstr-id='8'/>
+         <instruction instr-id='1125' subinstr-id='10'/>
+         <instruction instr-id='1125' subinstr-id='12'/>
+         <instruction instr-id='1125' subinstr-id='14'/>
+         <instruction instr-id='1135'/>
+         <instruction instr-id='1135' subinstr-id='2'/>
+         <instruction instr-id='1135' subinstr-id='4'/>
+         <instruction instr-id='1135' subinstr-id='6'/>
+         <instruction instr-id='1135' subinstr-id='8'/>
+         <instruction instr-id='1135' subinstr-id='10'/>
+         <instruction instr-id='1135' subinstr-id='12'/>
+         <instruction instr-id='1135' subinstr-id='14'/>
+         <instruction instr-id='1135' subinstr-id='16'/>
+         <instruction instr-id='1138'/>
+         <instruction instr-id='1141'/>
+         <instruction instr-id='1141' subinstr-id='2'/>
+         <instruction instr-id='1141' subinstr-id='4'/>
+         <instruction instr-id='1141' subinstr-id='6'/>
+         <instruction instr-id='1141' subinstr-id='8'/>
+         <instruction instr-id='1141' subinstr-id='10'/>
+         <instruction instr-id='1141' subinstr-id='12'/>
+         <instruction instr-id='1141' subinstr-id='14'/>
+         <instruction instr-id='1141' subinstr-id='16'/>
+         <instruction instr-id='1141' subinstr-id='18'/>
+         <instruction instr-id='1141' subinstr-id='20'/>
+         <instruction instr-id='1141' subinstr-id='22'/>
+         <instruction instr-id='1141' subinstr-id='24'/>
+         <instruction instr-id='1151'/>
+         <instruction instr-id='1151' subinstr-id='2'/>
+         <instruction instr-id='1151' subinstr-id='4'/>
+         <instruction instr-id='1151' subinstr-id='6'/>
+         <instruction instr-id='1151' subinstr-id='10'/>
+         <instruction instr-id='1151' subinstr-id='12'/>
+         <instruction instr-id='1151' subinstr-id='14'/>
+         <instruction instr-id='1151' subinstr-id='16'/>
+         <instruction instr-id='1151' subinstr-id='18'/>
+         <instruction instr-id='1151' subinstr-id='20'/>
+         <instruction instr-id='1151' subinstr-id='22'/>
+         <instruction instr-id='1151' subinstr-id='24'/>
+         <instruction instr-id='1151' subinstr-id='26'/>
+         <instruction instr-id='1151' subinstr-id='30'/>
+         <instruction instr-id='1151' subinstr-id='32'/>
+         <instruction instr-id='1161'/>
+         <instruction instr-id='1161' subinstr-id='2'/>
+         <instruction instr-id='1161' subinstr-id='4'/>
+         <instruction instr-id='1161' subinstr-id='6'/>
+         <instruction instr-id='1161' subinstr-id='8'/>
+         <instruction instr-id='1161' subinstr-id='10'/>
+         <instruction instr-id='1161' subinstr-id='12'/>
+         <instruction instr-id='1161' subinstr-id='14'/>
+         <instruction instr-id='1161' subinstr-id='16'/>
+         <instruction instr-id='1164'/>
+         <instruction instr-id='1167'/>
+         <instruction instr-id='1167' subinstr-id='2'/>
+         <instruction instr-id='1167' subinstr-id='4'/>
+         <instruction instr-id='1167' subinstr-id='6'/>
+         <instruction instr-id='1167' subinstr-id='8'/>
+         <instruction instr-id='1167' subinstr-id='10'/>
+         <instruction instr-id='1167' subinstr-id='12'/>
+         <instruction instr-id='1167' subinstr-id='14'/>
+         <instruction instr-id='1167' subinstr-id='16'/>
+         <instruction instr-id='1167' subinstr-id='18'/>
+         <instruction instr-id='1167' subinstr-id='20'/>
+         <instruction instr-id='1167' subinstr-id='22'/>
+         <instruction instr-id='1167' subinstr-id='24'/>
+         <instruction instr-id='1177'/>
+         <instruction instr-id='1177' subinstr-id='2'/>
+         <instruction instr-id='1177' subinstr-id='4'/>
+         <instruction instr-id='1177' subinstr-id='6'/>
+         <instruction instr-id='1177' subinstr-id='8'/>
+         <instruction instr-id='1177' subinstr-id='10'/>
+         <instruction instr-id='1187'/>
+         <instruction instr-id='1187' subinstr-id='2'/>
+         <instruction instr-id='1187' subinstr-id='4'/>
+         <instruction instr-id='1187' subinstr-id='6'/>
+         <instruction instr-id='1187' subinstr-id='8'/>
+         <instruction instr-id='1187' subinstr-id='10'/>
+         <instruction instr-id='1187' subinstr-id='12'/>
+         <instruction instr-id='1187' subinstr-id='14'/>
+         <instruction instr-id='1187' subinstr-id='16'/>
+         <instruction instr-id='1190'/>
+         <instruction instr-id='1193'/>
+         <instruction instr-id='1193' subinstr-id='2'/>
+         <instruction instr-id='1193' subinstr-id='4'/>
+         <instruction instr-id='1193' subinstr-id='6'/>
+         <instruction instr-id='1193' subinstr-id='8'/>
+         <instruction instr-id='1193' subinstr-id='10'/>
+         <instruction instr-id='1193' subinstr-id='12'/>
+         <instruction instr-id='1193' subinstr-id='14'/>
+         <instruction instr-id='1193' subinstr-id='16'/>
+         <instruction instr-id='1193' subinstr-id='18'/>
+         <instruction instr-id='1193' subinstr-id='20'/>
+         <instruction instr-id='1193' subinstr-id='22'/>
+         <instruction instr-id='1193' subinstr-id='24'/>
+         <instruction instr-id='1203'/>
+         <instruction instr-id='1203' subinstr-id='2'/>
+         <instruction instr-id='1203' subinstr-id='4'/>
+         <instruction instr-id='1203' subinstr-id='6'/>
+         <instruction instr-id='1213'/>
+         <instruction instr-id='1213' subinstr-id='2'/>
+         <instruction instr-id='1213' subinstr-id='4'/>
+         <instruction instr-id='1213' subinstr-id='6'/>
+         <instruction instr-id='1213' subinstr-id='8'/>
+         <instruction instr-id='1213' subinstr-id='10'/>
+         <instruction instr-id='1213' subinstr-id='12'/>
+         <instruction instr-id='1213' subinstr-id='14'/>
+         <instruction instr-id='1213' subinstr-id='16'/>
+         <instruction instr-id='1216'/>
+         <instruction instr-id='1219'/>
+         <instruction instr-id='1219' subinstr-id='2'/>
+         <instruction instr-id='1219' subinstr-id='4'/>
+         <instruction instr-id='1219' subinstr-id='6'/>
+         <instruction instr-id='1219' subinstr-id='8'/>
+         <instruction instr-id='1219' subinstr-id='10'/>
+         <instruction instr-id='1219' subinstr-id='12'/>
+         <instruction instr-id='1219' subinstr-id='14'/>
+         <instruction instr-id='1219' subinstr-id='16'/>
+         <instruction instr-id='1219' subinstr-id='18'/>
+         <instruction instr-id='1219' subinstr-id='20'/>
+         <instruction instr-id='1219' subinstr-id='22'/>
+         <instruction instr-id='1219' subinstr-id='24'/>
+         <instruction instr-id='1229'/>
+         <instruction instr-id='1229' subinstr-id='2'/>
+         <instruction instr-id='1229' subinstr-id='4'/>
+         <instruction instr-id='1229' subinstr-id='6'/>
+         <instruction instr-id='1229' subinstr-id='8'/>
+         <instruction instr-id='1239'/>
+         <instruction instr-id='1239' subinstr-id='2'/>
+         <instruction instr-id='1239' subinstr-id='4'/>
+         <instruction instr-id='1239' subinstr-id='6'/>
+         <instruction instr-id='1239' subinstr-id='8'/>
+         <instruction instr-id='1239' subinstr-id='10'/>
+         <instruction instr-id='1242'/>
+         <instruction instr-id='1242' subinstr-id='2'/>
+         <instruction instr-id='1242' subinstr-id='4'/>
+         <instruction instr-id='1242' subinstr-id='6'/>
+         <instruction instr-id='1242' subinstr-id='8'/>
+         <instruction instr-id='1242' subinstr-id='10'/>
+         <instruction instr-id='1242' subinstr-id='12'/>
+         <instruction instr-id='1242' subinstr-id='14'/>
+         <instruction instr-id='1245'/>
+         <instruction instr-id='1245' subinstr-id='2'/>
+         <instruction instr-id='1245' subinstr-id='4'/>
+         <instruction instr-id='1245' subinstr-id='6'/>
+         <instruction instr-id='1245' subinstr-id='8'/>
+         <instruction instr-id='1245' subinstr-id='10'/>
+         <instruction instr-id='1245' subinstr-id='12'/>
+         <instruction instr-id='1245' subinstr-id='14'/>
+         <instruction instr-id='1245' subinstr-id='16'/>
+         <instruction instr-id='1245' subinstr-id='18'/>
+         <instruction instr-id='1255'/>
+         <instruction instr-id='1255' subinstr-id='2'/>
+         <instruction instr-id='1255' subinstr-id='4'/>
+         <instruction instr-id='1255' subinstr-id='6'/>
+         <instruction instr-id='1255' subinstr-id='8'/>
+         <instruction instr-id='1255' subinstr-id='10'/>
+         <instruction instr-id='1255' subinstr-id='12'/>
+         <instruction instr-id='1255' subinstr-id='14'/>
+         <instruction instr-id='1255' subinstr-id='16'/>
+         <instruction instr-id='1265'/>
+         <instruction instr-id='1265' subinstr-id='2'/>
+         <instruction instr-id='1265' subinstr-id='4'/>
+         <instruction instr-id='1268'/>
+         <instruction instr-id='1268' subinstr-id='2'/>
+         <instruction instr-id='1268' subinstr-id='4'/>
+         <instruction instr-id='1268' subinstr-id='6'/>
+         <instruction instr-id='1268' subinstr-id='8'/>
+         <instruction instr-id='1268' subinstr-id='10'/>
+         <instruction instr-id='1271'/>
+         <instruction instr-id='1274'/>
+         <instruction instr-id='1274' subinstr-id='2'/>
+         <instruction instr-id='1274' subinstr-id='4'/>
+         <instruction instr-id='1274' subinstr-id='6'/>
+         <instruction instr-id='1274' subinstr-id='8'/>
+         <instruction instr-id='1274' subinstr-id='10'/>
+         <instruction instr-id='1274' subinstr-id='12'/>
+         <instruction instr-id='1274' subinstr-id='14'/>
+         <instruction instr-id='1274' subinstr-id='16'/>
+         <instruction instr-id='1274' subinstr-id='18'/>
+         <instruction instr-id='1274' subinstr-id='20'/>
+         <instruction instr-id='1274' subinstr-id='22'/>
+         <instruction instr-id='1274' subinstr-id='24'/>
+         <instruction instr-id='1284'/>
+         <instruction instr-id='1284' subinstr-id='2'/>
+         <instruction instr-id='1284' subinstr-id='4'/>
+         <instruction instr-id='1284' subinstr-id='6'/>
+         <instruction instr-id='1294'/>
+         <instruction instr-id='1294' subinstr-id='2'/>
+         <instruction instr-id='1294' subinstr-id='4'/>
+         <instruction instr-id='1294' subinstr-id='6'/>
+         <instruction instr-id='1294' subinstr-id='8'/>
+         <instruction instr-id='1294' subinstr-id='10'/>
+         <instruction instr-id='1294' subinstr-id='12'/>
+         <instruction instr-id='1294' subinstr-id='14'/>
+         <instruction instr-id='1294' subinstr-id='16'/>
+         <instruction instr-id='1297'/>
+         <instruction instr-id='1297' subinstr-id='2'/>
+         <instruction instr-id='1297' subinstr-id='4'/>
+         <instruction instr-id='1297' subinstr-id='6'/>
+         <instruction instr-id='1297' subinstr-id='8'/>
+         <instruction instr-id='1297' subinstr-id='10'/>
+         <instruction instr-id='1297' subinstr-id='12'/>
+         <instruction instr-id='1297' subinstr-id='14'/>
+         <instruction instr-id='1297' subinstr-id='16'/>
+         <instruction instr-id='1297' subinstr-id='18'/>
+         <instruction instr-id='1307'/>
+         <instruction instr-id='1307' subinstr-id='2'/>
+         <instruction instr-id='1307' subinstr-id='4'/>
+         <instruction instr-id='1317'/>
+         <instruction instr-id='1317' subinstr-id='2'/>
+         <instruction instr-id='1317' subinstr-id='4'/>
+         <instruction instr-id='1317' subinstr-id='6'/>
+         <instruction instr-id='1317' subinstr-id='8'/>
+         <instruction instr-id='1317' subinstr-id='10'/>
+         <instruction instr-id='1317' subinstr-id='12'/>
+         <instruction instr-id='1317' subinstr-id='14'/>
+         <instruction instr-id='1317' subinstr-id='16'/>
+         <instruction instr-id='1320'/>
+         <instruction instr-id='1323'/>
+         <instruction instr-id='1323' subinstr-id='2'/>
+         <instruction instr-id='1323' subinstr-id='4'/>
+         <instruction instr-id='1323' subinstr-id='6'/>
+         <instruction instr-id='1323' subinstr-id='8'/>
+         <instruction instr-id='1323' subinstr-id='10'/>
+         <instruction instr-id='1323' subinstr-id='12'/>
+         <instruction instr-id='1323' subinstr-id='14'/>
+         <instruction instr-id='1323' subinstr-id='16'/>
+         <instruction instr-id='1323' subinstr-id='18'/>
+         <instruction instr-id='1323' subinstr-id='20'/>
+         <instruction instr-id='1323' subinstr-id='22'/>
+         <instruction instr-id='1323' subinstr-id='24'/>
+         <instruction instr-id='1333'/>
+         <instruction instr-id='1333' subinstr-id='2'/>
+         <instruction instr-id='1333' subinstr-id='4'/>
+         <instruction instr-id='1333' subinstr-id='6'/>
+         <instruction instr-id='1333' subinstr-id='8'/>
+         <instruction instr-id='1333' subinstr-id='10'/>
+         <instruction instr-id='1333' subinstr-id='12'/>
+         <instruction instr-id='1333' subinstr-id='14'/>
+         <instruction instr-id='1333' subinstr-id='16'/>
+         <instruction instr-id='1333' subinstr-id='18'/>
+         <instruction instr-id='1343'/>
+         <instruction instr-id='1343' subinstr-id='2'/>
+         <instruction instr-id='1343' subinstr-id='4'/>
+         <instruction instr-id='1343' subinstr-id='6'/>
+         <instruction instr-id='1343' subinstr-id='8'/>
+         <instruction instr-id='1343' subinstr-id='10'/>
+         <instruction instr-id='1343' subinstr-id='12'/>
+         <instruction instr-id='1343' subinstr-id='14'/>
+         <instruction instr-id='1343' subinstr-id='16'/>
+         <instruction instr-id='1343' subinstr-id='18'/>
+         <instruction instr-id='1343' subinstr-id='20'/>
+         <instruction instr-id='1343' subinstr-id='22'/>
+         <instruction instr-id='1343' subinstr-id='24'/>
+         <instruction instr-id='1343' subinstr-id='26'/>
+         <instruction instr-id='1343' subinstr-id='28'/>
+         <instruction instr-id='1343' subinstr-id='30'/>
+         <instruction instr-id='1343' subinstr-id='32'/>
+         <instruction instr-id='1343' subinstr-id='34'/>
+         <instruction instr-id='1343' subinstr-id='36'/>
+         <instruction instr-id='1343' subinstr-id='38'/>
+         <instruction instr-id='1343' subinstr-id='40'/>
+         <instruction instr-id='1343' subinstr-id='42'/>
+         <instruction instr-id='1343' subinstr-id='44'/>
+         <instruction instr-id='1353'/>
+         <instruction instr-id='1353' subinstr-id='2'/>
+         <instruction instr-id='1353' subinstr-id='4'/>
+         <instruction instr-id='1353' subinstr-id='8'/>
+         <instruction instr-id='1353' subinstr-id='10'/>
+         <instruction instr-id='1353' subinstr-id='12'/>
+         <instruction instr-id='1353' subinstr-id='14'/>
+         <instruction instr-id='1353' subinstr-id='16'/>
+         <instruction instr-id='1353' subinstr-id='18'/>
+         <instruction instr-id='1353' subinstr-id='20'/>
+         <instruction instr-id='1363'/>
+         <instruction instr-id='1363' subinstr-id='2'/>
+         <instruction instr-id='1363' subinstr-id='4'/>
+         <instruction instr-id='1363' subinstr-id='6'/>
+         <instruction instr-id='1363' subinstr-id='8'/>
+         <instruction instr-id='1363' subinstr-id='10'/>
+         <instruction instr-id='1366'/>
+         <instruction instr-id='1366' subinstr-id='2'/>
+         <instruction instr-id='1366' subinstr-id='4'/>
+         <instruction instr-id='1369'/>
+         <instruction instr-id='1369' subinstr-id='2'/>
+         <instruction instr-id='1369' subinstr-id='4'/>
+         <instruction instr-id='1369' subinstr-id='6'/>
+         <instruction instr-id='1369' subinstr-id='8'/>
+         <instruction instr-id='1369' subinstr-id='10'/>
+         <instruction instr-id='1369' subinstr-id='12'/>
+         <instruction instr-id='1369' subinstr-id='14'/>
+         <instruction instr-id='1369' subinstr-id='16'/>
+         <instruction instr-id='1369' subinstr-id='18'/>
+         <instruction instr-id='1372'/>
+         <instruction instr-id='1372' subinstr-id='2'/>
+         <instruction instr-id='1372' subinstr-id='4'/>
+         <instruction instr-id='1372' subinstr-id='6'/>
+         <instruction instr-id='1372' subinstr-id='8'/>
+         <instruction instr-id='1382'/>
+         <instruction instr-id='1382' subinstr-id='2'/>
+         <instruction instr-id='1382' subinstr-id='4'/>
+         <instruction instr-id='1382' subinstr-id='6'/>
+         <instruction instr-id='1382' subinstr-id='8'/>
+         <instruction instr-id='1382' subinstr-id='10'/>
+         <instruction instr-id='1382' subinstr-id='14'/>
+         <instruction instr-id='1382' subinstr-id='16'/>
+         <instruction instr-id='1382' subinstr-id='18'/>
+         <instruction instr-id='1382' subinstr-id='20'/>
+         <instruction instr-id='1382' subinstr-id='22'/>
+         <instruction instr-id='1382' subinstr-id='24'/>
+         <instruction instr-id='1382' subinstr-id='26'/>
+         <instruction instr-id='1382' subinstr-id='28'/>
+         <instruction instr-id='1392'/>
+         <instruction instr-id='1392' subinstr-id='2'/>
+         <instruction instr-id='1392' subinstr-id='4'/>
+         <instruction instr-id='1392' subinstr-id='6'/>
+         <instruction instr-id='1392' subinstr-id='8'/>
+         <instruction instr-id='1392' subinstr-id='10'/>
+         <instruction instr-id='1392' subinstr-id='12'/>
+         <instruction instr-id='1392' subinstr-id='14'/>
+         <instruction instr-id='1392' subinstr-id='16'/>
+         <instruction instr-id='1392' subinstr-id='18'/>
+         <instruction instr-id='1392' subinstr-id='20'/>
+         <instruction instr-id='1392' subinstr-id='22'/>
+         <instruction instr-id='1392' subinstr-id='24'/>
+         <instruction instr-id='1392' subinstr-id='26'/>
+         <instruction instr-id='1395'/>
+         <instruction instr-id='1395' subinstr-id='2'/>
+         <instruction instr-id='1395' subinstr-id='4'/>
+         <instruction instr-id='1395' subinstr-id='6'/>
+         <instruction instr-id='1395' subinstr-id='8'/>
+         <instruction instr-id='1395' subinstr-id='10'/>
+         <instruction instr-id='1395' subinstr-id='12'/>
+         <instruction instr-id='1395' subinstr-id='14'/>
+         <instruction instr-id='1395' subinstr-id='16'/>
+         <instruction instr-id='1395' subinstr-id='18'/>
+         <instruction instr-id='1405'/>
+         <instruction instr-id='1405' subinstr-id='2'/>
+         <instruction instr-id='1405' subinstr-id='4'/>
+         <instruction instr-id='1405' subinstr-id='6'/>
+         <instruction instr-id='1405' subinstr-id='8'/>
+         <instruction instr-id='1415'/>
+         <instruction instr-id='1415' subinstr-id='2'/>
+         <instruction instr-id='1415' subinstr-id='4'/>
+         <instruction instr-id='1415' subinstr-id='6'/>
+         <instruction instr-id='1415' subinstr-id='8'/>
+         <instruction instr-id='1415' subinstr-id='10'/>
+         <instruction instr-id='1415' subinstr-id='12'/>
+         <instruction instr-id='1415' subinstr-id='14'/>
+         <instruction instr-id='1415' subinstr-id='16'/>
+         <instruction instr-id='1415' subinstr-id='18'/>
+         <instruction instr-id='1418'/>
+         <instruction instr-id='1418' subinstr-id='2'/>
+         <instruction instr-id='1418' subinstr-id='4'/>
+         <instruction instr-id='1418' subinstr-id='6'/>
+         <instruction instr-id='1418' subinstr-id='8'/>
+         <instruction instr-id='1418' subinstr-id='10'/>
+         <instruction instr-id='1418' subinstr-id='12'/>
+         <instruction instr-id='1418' subinstr-id='14'/>
+         <instruction instr-id='1418' subinstr-id='16'/>
+         <instruction instr-id='1418' subinstr-id='18'/>
+         <instruction instr-id='1418' subinstr-id='20'/>
+         <instruction instr-id='1418' subinstr-id='22'/>
+         <instruction instr-id='1418' subinstr-id='24'/>
+         <instruction instr-id='1428'/>
+         <instruction instr-id='1428' subinstr-id='2'/>
+         <instruction instr-id='1428' subinstr-id='4'/>
+         <instruction instr-id='1438'/>
+         <instruction instr-id='1438' subinstr-id='2'/>
+         <instruction instr-id='1438' subinstr-id='4'/>
+         <instruction instr-id='1441'/>
+         <instruction instr-id='1441' subinstr-id='2'/>
+         <instruction instr-id='1441' subinstr-id='4'/>
+         <instruction instr-id='1444'/>
+         <instruction instr-id='1444' subinstr-id='2'/>
+         <instruction instr-id='1444' subinstr-id='4'/>
+         <instruction instr-id='1447'/>
+         <instruction instr-id='1450'/>
+         <instruction instr-id='1450' subinstr-id='2'/>
+         <instruction instr-id='1450' subinstr-id='4'/>
+         <instruction instr-id='1450' subinstr-id='6'/>
+         <instruction instr-id='1450' subinstr-id='8'/>
+         <instruction instr-id='1450' subinstr-id='10'/>
+         <instruction instr-id='1450' subinstr-id='12'/>
+         <instruction instr-id='1450' subinstr-id='14'/>
+         <instruction instr-id='1450' subinstr-id='16'/>
+         <instruction instr-id='1450' subinstr-id='18'/>
+         <instruction instr-id='1450' subinstr-id='20'/>
+         <instruction instr-id='1450' subinstr-id='22'/>
+         <instruction instr-id='1450' subinstr-id='24'/>
+         <instruction instr-id='1450' subinstr-id='26'/>
+         <instruction instr-id='1450' subinstr-id='28'/>
+         <instruction instr-id='1460'/>
+         <instruction instr-id='1460' subinstr-id='2'/>
+         <instruction instr-id='1460' subinstr-id='4'/>
+         <instruction instr-id='1460' subinstr-id='6'/>
+         <instruction instr-id='1460' subinstr-id='8'/>
+         <instruction instr-id='1470'/>
+         <instruction instr-id='1470' subinstr-id='2'/>
+         <instruction instr-id='1470' subinstr-id='4'/>
+         <instruction instr-id='1470' subinstr-id='6'/>
+         <instruction instr-id='1470' subinstr-id='8'/>
+         <instruction instr-id='1470' subinstr-id='10'/>
+         <instruction instr-id='1470' subinstr-id='12'/>
+         <instruction instr-id='1470' subinstr-id='14'/>
+         <instruction instr-id='1470' subinstr-id='16'/>
+         <instruction instr-id='1473'/>
+         <instruction instr-id='1476'/>
+         <instruction instr-id='1476' subinstr-id='2'/>
+         <instruction instr-id='1476' subinstr-id='4'/>
+         <instruction instr-id='1476' subinstr-id='6'/>
+         <instruction instr-id='1476' subinstr-id='8'/>
+         <instruction instr-id='1476' subinstr-id='10'/>
+         <instruction instr-id='1476' subinstr-id='12'/>
+         <instruction instr-id='1476' subinstr-id='14'/>
+         <instruction instr-id='1476' subinstr-id='16'/>
+         <instruction instr-id='1476' subinstr-id='18'/>
+         <instruction instr-id='1476' subinstr-id='20'/>
+         <instruction instr-id='1476' subinstr-id='22'/>
+         <instruction instr-id='1476' subinstr-id='24'/>
+         <instruction instr-id='1486'/>
+         <instruction instr-id='1486' subinstr-id='2'/>
+         <instruction instr-id='1486' subinstr-id='4'/>
+         <instruction instr-id='1486' subinstr-id='6'/>
+         <instruction instr-id='1486' subinstr-id='8'/>
+         <instruction instr-id='1486' subinstr-id='10'/>
+         <instruction instr-id='1496'/>
+         <instruction instr-id='1496' subinstr-id='2'/>
+         <instruction instr-id='1496' subinstr-id='4'/>
+         <instruction instr-id='1496' subinstr-id='6'/>
+         <instruction instr-id='1496' subinstr-id='8'/>
+         <instruction instr-id='1496' subinstr-id='10'/>
+         <instruction instr-id='1499'/>
+         <instruction instr-id='1499' subinstr-id='2'/>
+         <instruction instr-id='1499' subinstr-id='4'/>
+         <instruction instr-id='1502'/>
+         <instruction instr-id='1502' subinstr-id='2'/>
+         <instruction instr-id='1502' subinstr-id='4'/>
+         <instruction instr-id='1502' subinstr-id='6'/>
+         <instruction instr-id='1502' subinstr-id='8'/>
+         <instruction instr-id='1502' subinstr-id='10'/>
+         <instruction instr-id='1502' subinstr-id='12'/>
+         <instruction instr-id='1502' subinstr-id='14'/>
+         <instruction instr-id='1502' subinstr-id='16'/>
+         <instruction instr-id='1502' subinstr-id='18'/>
+         <instruction instr-id='1502' subinstr-id='20'/>
+         <instruction instr-id='1502' subinstr-id='22'/>
+         <instruction instr-id='1502' subinstr-id='24'/>
+         <instruction instr-id='1502' subinstr-id='26'/>
+         <instruction instr-id='1502' subinstr-id='28'/>
+         <instruction instr-id='1512'/>
+         <instruction instr-id='1512' subinstr-id='2'/>
+         <instruction instr-id='1512' subinstr-id='4'/>
+         <instruction instr-id='1512' subinstr-id='6'/>
+         <instruction instr-id='1512' subinstr-id='8'/>
+         <instruction instr-id='1522'/>
+         <instruction instr-id='1522' subinstr-id='2'/>
+         <instruction instr-id='1522' subinstr-id='4'/>
+         <instruction instr-id='1522' subinstr-id='6'/>
+         <instruction instr-id='1522' subinstr-id='8'/>
+         <instruction instr-id='1522' subinstr-id='10'/>
+         <instruction instr-id='1525'/>
+         <instruction instr-id='1525' subinstr-id='2'/>
+         <instruction instr-id='1525' subinstr-id='4'/>
+         <instruction instr-id='1525' subinstr-id='6'/>
+         <instruction instr-id='1525' subinstr-id='8'/>
+         <instruction instr-id='1525' subinstr-id='10'/>
+         <instruction instr-id='1525' subinstr-id='12'/>
+         <instruction instr-id='1528'/>
+         <instruction instr-id='1528' subinstr-id='2'/>
+         <instruction instr-id='1528' subinstr-id='4'/>
+         <instruction instr-id='1528' subinstr-id='6'/>
+         <instruction instr-id='1528' subinstr-id='8'/>
+         <instruction instr-id='1528' subinstr-id='10'/>
+         <instruction instr-id='1528' subinstr-id='12'/>
+         <instruction instr-id='1528' subinstr-id='14'/>
+         <instruction instr-id='1528' subinstr-id='16'/>
+         <instruction instr-id='1528' subinstr-id='18'/>
+         <instruction instr-id='1538'/>
+         <instruction instr-id='1538' subinstr-id='2'/>
+         <instruction instr-id='1538' subinstr-id='4'/>
+         <instruction instr-id='1538' subinstr-id='6'/>
+         <instruction instr-id='1538' subinstr-id='8'/>
+         <instruction instr-id='1538' subinstr-id='10'/>
+         <instruction instr-id='1548'/>
+         <instruction instr-id='1548' subinstr-id='2'/>
+         <instruction instr-id='1548' subinstr-id='4'/>
+         <instruction instr-id='1548' subinstr-id='6'/>
+         <instruction instr-id='1548' subinstr-id='8'/>
+         <instruction instr-id='1548' subinstr-id='10'/>
+         <instruction instr-id='1548' subinstr-id='12'/>
+         <instruction instr-id='1548' subinstr-id='14'/>
+         <instruction instr-id='1548' subinstr-id='16'/>
+         <instruction instr-id='1551'/>
+         <instruction instr-id='1554'/>
+         <instruction instr-id='1554' subinstr-id='2'/>
+         <instruction instr-id='1554' subinstr-id='4'/>
+         <instruction instr-id='1554' subinstr-id='6'/>
+         <instruction instr-id='1554' subinstr-id='8'/>
+         <instruction instr-id='1554' subinstr-id='10'/>
+         <instruction instr-id='1554' subinstr-id='12'/>
+         <instruction instr-id='1554' subinstr-id='14'/>
+         <instruction instr-id='1554' subinstr-id='16'/>
+         <instruction instr-id='1554' subinstr-id='18'/>
+         <instruction instr-id='1554' subinstr-id='20'/>
+         <instruction instr-id='1554' subinstr-id='22'/>
+         <instruction instr-id='1554' subinstr-id='24'/>
+         <instruction instr-id='1564'/>
+         <instruction instr-id='1564' subinstr-id='2'/>
+         <instruction instr-id='1564' subinstr-id='4'/>
+         <instruction instr-id='1564' subinstr-id='6'/>
+         <instruction instr-id='1564' subinstr-id='8'/>
+         <instruction instr-id='1564' subinstr-id='12'/>
+         <instruction instr-id='1564' subinstr-id='14'/>
+         <instruction instr-id='1564' subinstr-id='16'/>
+         <instruction instr-id='1564' subinstr-id='18'/>
+         <instruction instr-id='1564' subinstr-id='20'/>
+         <instruction instr-id='1564' subinstr-id='22'/>
+         <instruction instr-id='1564' subinstr-id='24'/>
+         <instruction instr-id='1564' subinstr-id='26'/>
+         <instruction instr-id='1564' subinstr-id='28'/>
+         <instruction instr-id='1574'/>
+         <instruction instr-id='1574' subinstr-id='2'/>
+         <instruction instr-id='1574' subinstr-id='4'/>
+         <instruction instr-id='1574' subinstr-id='6'/>
+         <instruction instr-id='1574' subinstr-id='8'/>
+         <instruction instr-id='1574' subinstr-id='10'/>
+         <instruction instr-id='1574' subinstr-id='12'/>
+         <instruction instr-id='1574' subinstr-id='14'/>
+         <instruction instr-id='1574' subinstr-id='16'/>
+         <instruction instr-id='1574' subinstr-id='18'/>
+         <instruction instr-id='1574' subinstr-id='20'/>
+         <instruction instr-id='1574' subinstr-id='22'/>
+         <instruction instr-id='1574' subinstr-id='24'/>
+         <instruction instr-id='1577'/>
+         <instruction instr-id='1577' subinstr-id='2'/>
+         <instruction instr-id='1577' subinstr-id='4'/>
+         <instruction instr-id='1577' subinstr-id='6'/>
+         <instruction instr-id='1577' subinstr-id='8'/>
+         <instruction instr-id='1577' subinstr-id='10'/>
+         <instruction instr-id='1577' subinstr-id='12'/>
+         <instruction instr-id='1577' subinstr-id='14'/>
+         <instruction instr-id='1577' subinstr-id='16'/>
+         <instruction instr-id='1577' subinstr-id='18'/>
+         <instruction instr-id='1588'/>
+         <instruction instr-id='1588' subinstr-id='2'/>
+         <instruction instr-id='1588' subinstr-id='4'/>
+         <instruction instr-id='1588' subinstr-id='6'/>
+         <instruction instr-id='1588' subinstr-id='10'/>
+         <instruction instr-id='1588' subinstr-id='12'/>
+         <instruction instr-id='1588' subinstr-id='14'/>
+         <instruction instr-id='1588' subinstr-id='16'/>
+         <instruction instr-id='1598'/>
+         <instruction instr-id='1598' subinstr-id='2'/>
+         <instruction instr-id='1598' subinstr-id='4'/>
+         <instruction instr-id='1598' subinstr-id='6'/>
+         <instruction instr-id='1598' subinstr-id='8'/>
+         <instruction instr-id='1598' subinstr-id='10'/>
+         <instruction instr-id='1601'/>
+         <instruction instr-id='1601' subinstr-id='2'/>
+         <instruction instr-id='1601' subinstr-id='4'/>
+         <instruction instr-id='1604'/>
+         <instruction instr-id='1604' subinstr-id='2'/>
+         <instruction instr-id='1604' subinstr-id='4'/>
+         <instruction instr-id='1604' subinstr-id='6'/>
+         <instruction instr-id='1604' subinstr-id='8'/>
+         <instruction instr-id='1604' subinstr-id='10'/>
+         <instruction instr-id='1604' subinstr-id='12'/>
+         <instruction instr-id='1604' subinstr-id='14'/>
+         <instruction instr-id='1604' subinstr-id='16'/>
+         <instruction instr-id='1604' subinstr-id='18'/>
+         <instruction instr-id='1604' subinstr-id='20'/>
+         <instruction instr-id='1604' subinstr-id='22'/>
+         <instruction instr-id='1604' subinstr-id='24'/>
+         <instruction instr-id='1604' subinstr-id='26'/>
+         <instruction instr-id='1614'/>
+         <instruction instr-id='1614' subinstr-id='2'/>
+         <instruction instr-id='1614' subinstr-id='4'/>
+         <instruction instr-id='1614' subinstr-id='6'/>
+         <instruction instr-id='1614' subinstr-id='8'/>
+         <instruction instr-id='1614' subinstr-id='10'/>
+         <instruction instr-id='1614' subinstr-id='12'/>
+         <instruction instr-id='1624'/>
+         <instruction instr-id='1624' subinstr-id='2'/>
+         <instruction instr-id='1624' subinstr-id='4'/>
+         <instruction instr-id='1624' subinstr-id='6'/>
+         <instruction instr-id='1624' subinstr-id='8'/>
+         <instruction instr-id='1624' subinstr-id='10'/>
+         <instruction instr-id='1624' subinstr-id='12'/>
+         <instruction instr-id='1624' subinstr-id='14'/>
+         <instruction instr-id='1624' subinstr-id='16'/>
+         <instruction instr-id='1627'/>
+         <instruction instr-id='1630'/>
+         <instruction instr-id='1630' subinstr-id='2'/>
+         <instruction instr-id='1630' subinstr-id='4'/>
+         <instruction instr-id='1630' subinstr-id='6'/>
+         <instruction instr-id='1630' subinstr-id='8'/>
+         <instruction instr-id='1630' subinstr-id='10'/>
+         <instruction instr-id='1630' subinstr-id='12'/>
+         <instruction instr-id='1630' subinstr-id='14'/>
+         <instruction instr-id='1630' subinstr-id='16'/>
+         <instruction instr-id='1630' subinstr-id='18'/>
+         <instruction instr-id='1630' subinstr-id='20'/>
+         <instruction instr-id='1630' subinstr-id='22'/>
+         <instruction instr-id='1630' subinstr-id='24'/>
+         <instruction instr-id='1640'/>
+         <instruction instr-id='1640' subinstr-id='2'/>
+         <instruction instr-id='1640' subinstr-id='4'/>
+         <instruction instr-id='1640' subinstr-id='6'/>
+         <instruction instr-id='1640' subinstr-id='8'/>
+         <instruction instr-id='1640' subinstr-id='10'/>
+         <instruction instr-id='1640' subinstr-id='12'/>
+         <instruction instr-id='1640' subinstr-id='14'/>
+         <instruction instr-id='1640' subinstr-id='16'/>
+         <instruction instr-id='1640' subinstr-id='18'/>
+         <instruction instr-id='1640' subinstr-id='20'/>
+         <instruction instr-id='1640' subinstr-id='22'/>
+         <instruction instr-id='1650'/>
+         <instruction instr-id='1650' subinstr-id='2'/>
+         <instruction instr-id='1650' subinstr-id='4'/>
+         <instruction instr-id='1653'/>
+         <instruction instr-id='1653' subinstr-id='2'/>
+         <instruction instr-id='1653' subinstr-id='4'/>
+         <instruction instr-id='1653' subinstr-id='6'/>
+         <instruction instr-id='1653' subinstr-id='8'/>
+         <instruction instr-id='1653' subinstr-id='10'/>
+         <instruction instr-id='1656'/>
+         <instruction instr-id='1656' subinstr-id='2'/>
+         <instruction instr-id='1659'/>
+         <instruction instr-id='1659' subinstr-id='2'/>
+         <instruction instr-id='1659' subinstr-id='4'/>
+         <instruction instr-id='1659' subinstr-id='6'/>
+         <instruction instr-id='1659' subinstr-id='8'/>
+         <instruction instr-id='1659' subinstr-id='10'/>
+         <instruction instr-id='1659' subinstr-id='12'/>
+         <instruction instr-id='1659' subinstr-id='14'/>
+         <instruction instr-id='1659' subinstr-id='16'/>
+         <instruction instr-id='1659' subinstr-id='18'/>
+         <instruction instr-id='1659' subinstr-id='20'/>
+         <instruction instr-id='1659' subinstr-id='22'/>
+         <instruction instr-id='1659' subinstr-id='24'/>
+         <instruction instr-id='1669'/>
+         <instruction instr-id='1669' subinstr-id='2'/>
+         <instruction instr-id='1669' subinstr-id='4'/>
+         <instruction instr-id='1669' subinstr-id='6'/>
+         <instruction instr-id='1669' subinstr-id='8'/>
+         <instruction instr-id='1669' subinstr-id='10'/>
+         <instruction instr-id='1679'/>
+         <instruction instr-id='1679' subinstr-id='2'/>
+         <instruction instr-id='1679' subinstr-id='4'/>
+         <instruction instr-id='1679' subinstr-id='6'/>
+         <instruction instr-id='1679' subinstr-id='8'/>
+         <instruction instr-id='1679' subinstr-id='10'/>
+         <instruction instr-id='1679' subinstr-id='12'/>
+         <instruction instr-id='1679' subinstr-id='14'/>
+         <instruction instr-id='1679' subinstr-id='16'/>
+         <instruction instr-id='1679' subinstr-id='18'/>
+         <instruction instr-id='1682'/>
+         <instruction instr-id='1682' subinstr-id='2'/>
+         <instruction instr-id='1682' subinstr-id='4'/>
+         <instruction instr-id='1682' subinstr-id='6'/>
+         <instruction instr-id='1682' subinstr-id='8'/>
+         <instruction instr-id='1682' subinstr-id='10'/>
+         <instruction instr-id='1682' subinstr-id='12'/>
+         <instruction instr-id='1682' subinstr-id='14'/>
+         <instruction instr-id='1682' subinstr-id='16'/>
+         <instruction instr-id='1682' subinstr-id='18'/>
+         <instruction instr-id='1682' subinstr-id='20'/>
+         <instruction instr-id='1682' subinstr-id='22'/>
+         <instruction instr-id='1682' subinstr-id='24'/>
+         <instruction instr-id='1692'/>
+         <instruction instr-id='1692' subinstr-id='2'/>
+         <instruction instr-id='1692' subinstr-id='4'/>
+         <instruction instr-id='1692' subinstr-id='6'/>
+         <instruction instr-id='1702'/>
+         <instruction instr-id='1702' subinstr-id='2'/>
+         <instruction instr-id='1702' subinstr-id='4'/>
+         <instruction instr-id='1702' subinstr-id='6'/>
+         <instruction instr-id='1702' subinstr-id='8'/>
+         <instruction instr-id='1702' subinstr-id='10'/>
+         <instruction instr-id='1702' subinstr-id='12'/>
+         <instruction instr-id='1702' subinstr-id='14'/>
+         <instruction instr-id='1702' subinstr-id='16'/>
+         <instruction instr-id='1702' subinstr-id='18'/>
+         <instruction instr-id='1705'/>
+         <instruction instr-id='1705' subinstr-id='2'/>
+         <instruction instr-id='1705' subinstr-id='4'/>
+         <instruction instr-id='1705' subinstr-id='6'/>
+         <instruction instr-id='1705' subinstr-id='8'/>
+         <instruction instr-id='1705' subinstr-id='10'/>
+         <instruction instr-id='1705' subinstr-id='12'/>
+         <instruction instr-id='1705' subinstr-id='14'/>
+         <instruction instr-id='1708'/>
+         <instruction instr-id='1708' subinstr-id='2'/>
+         <instruction instr-id='1708' subinstr-id='4'/>
+         <instruction instr-id='1708' subinstr-id='6'/>
+         <instruction instr-id='1708' subinstr-id='8'/>
+         <instruction instr-id='1718'/>
+         <instruction instr-id='1718' subinstr-id='2'/>
+         <instruction instr-id='1718' subinstr-id='4'/>
+         <instruction instr-id='1718' subinstr-id='6'/>
+         <instruction instr-id='1718' subinstr-id='8'/>
+         <instruction instr-id='1728'/>
+         <instruction instr-id='1728' subinstr-id='2'/>
+         <instruction instr-id='1728' subinstr-id='4'/>
+         <instruction instr-id='1731'/>
+         <instruction instr-id='1731' subinstr-id='2'/>
+         <instruction instr-id='1731' subinstr-id='4'/>
+         <instruction instr-id='1731' subinstr-id='6'/>
+         <instruction instr-id='1731' subinstr-id='8'/>
+         <instruction instr-id='1731' subinstr-id='10'/>
+         <instruction instr-id='1731' subinstr-id='12'/>
+         <instruction instr-id='1731' subinstr-id='14'/>
+         <instruction instr-id='1731' subinstr-id='16'/>
+         <instruction instr-id='1731' subinstr-id='18'/>
+         <instruction instr-id='1731' subinstr-id='20'/>
+         <instruction instr-id='1731' subinstr-id='22'/>
+         <instruction instr-id='1731' subinstr-id='24'/>
+         <instruction instr-id='1731' subinstr-id='26'/>
+         <instruction instr-id='1731' subinstr-id='28'/>
+         <instruction instr-id='1731' subinstr-id='30'/>
+         <instruction instr-id='1731' subinstr-id='32'/>
+         <instruction instr-id='1731' subinstr-id='34'/>
+         <instruction instr-id='1731' subinstr-id='36'/>
+         <instruction instr-id='1731' subinstr-id='38'/>
+         <instruction instr-id='1742'/>
+         <instruction instr-id='1742' subinstr-id='2'/>
+         <instruction instr-id='1742' subinstr-id='4'/>
+         <instruction instr-id='1742' subinstr-id='6'/>
+         <instruction instr-id='1742' subinstr-id='8'/>
+         <instruction instr-id='1742' subinstr-id='10'/>
+         <instruction instr-id='1742' subinstr-id='12'/>
+         <instruction instr-id='1742' subinstr-id='16'/>
+         <instruction instr-id='1742' subinstr-id='18'/>
+         <instruction instr-id='1742' subinstr-id='20'/>
+         <instruction instr-id='1742' subinstr-id='24'/>
+         <instruction instr-id='1742' subinstr-id='26'/>
+         <instruction instr-id='1742' subinstr-id='28'/>
+         <instruction instr-id='1742' subinstr-id='30'/>
+         <instruction instr-id='1742' subinstr-id='32'/>
+         <instruction instr-id='1742' subinstr-id='34'/>
+         <instruction instr-id='1752'/>
+         <instruction instr-id='1752' subinstr-id='2'/>
+         <instruction instr-id='1752' subinstr-id='4'/>
+         <instruction instr-id='1752' subinstr-id='6'/>
+         <instruction instr-id='1752' subinstr-id='8'/>
+         <instruction instr-id='1752' subinstr-id='10'/>
+         <instruction instr-id='1752' subinstr-id='12'/>
+         <instruction instr-id='1752' subinstr-id='14'/>
+         <instruction instr-id='1752' subinstr-id='16'/>
+         <instruction instr-id='1755'/>
+         <instruction instr-id='1758'/>
+         <instruction instr-id='1758' subinstr-id='2'/>
+         <instruction instr-id='1758' subinstr-id='4'/>
+         <instruction instr-id='1758' subinstr-id='6'/>
+         <instruction instr-id='1758' subinstr-id='8'/>
+         <instruction instr-id='1758' subinstr-id='10'/>
+         <instruction instr-id='1758' subinstr-id='12'/>
+         <instruction instr-id='1758' subinstr-id='14'/>
+         <instruction instr-id='1758' subinstr-id='16'/>
+         <instruction instr-id='1758' subinstr-id='18'/>
+         <instruction instr-id='1758' subinstr-id='20'/>
+         <instruction instr-id='1758' subinstr-id='22'/>
+         <instruction instr-id='1758' subinstr-id='24'/>
+         <instruction instr-id='1769'/>
+         <instruction instr-id='1769' subinstr-id='2'/>
+         <instruction instr-id='1769' subinstr-id='4'/>
+         <instruction instr-id='1769' subinstr-id='6'/>
+         <instruction instr-id='1769' subinstr-id='8'/>
+         <instruction instr-id='1769' subinstr-id='10'/>
+         <instruction instr-id='1769' subinstr-id='14'/>
+         <instruction instr-id='1769' subinstr-id='16'/>
+         <instruction instr-id='1769' subinstr-id='20'/>
+         <instruction instr-id='1769' subinstr-id='22'/>
+         <instruction instr-id='1769' subinstr-id='24'/>
+         <instruction instr-id='1769' subinstr-id='26'/>
+         <instruction instr-id='1769' subinstr-id='28'/>
+         <instruction instr-id='1779'/>
+         <instruction instr-id='1779' subinstr-id='2'/>
+         <instruction instr-id='1779' subinstr-id='4'/>
+         <instruction instr-id='1779' subinstr-id='6'/>
+         <instruction instr-id='1779' subinstr-id='8'/>
+         <instruction instr-id='1779' subinstr-id='10'/>
+         <instruction instr-id='1779' subinstr-id='12'/>
+         <instruction instr-id='1779' subinstr-id='14'/>
+         <instruction instr-id='1779' subinstr-id='16'/>
+         <instruction instr-id='1782'/>
+         <instruction instr-id='1785'/>
+         <instruction instr-id='1785' subinstr-id='2'/>
+         <instruction instr-id='1785' subinstr-id='4'/>
+         <instruction instr-id='1785' subinstr-id='6'/>
+         <instruction instr-id='1785' subinstr-id='8'/>
+         <instruction instr-id='1785' subinstr-id='10'/>
+         <instruction instr-id='1785' subinstr-id='12'/>
+         <instruction instr-id='1785' subinstr-id='14'/>
+         <instruction instr-id='1785' subinstr-id='16'/>
+         <instruction instr-id='1785' subinstr-id='18'/>
+         <instruction instr-id='1785' subinstr-id='20'/>
+         <instruction instr-id='1785' subinstr-id='22'/>
+         <instruction instr-id='1785' subinstr-id='24'/>
+         <instruction instr-id='1785' subinstr-id='26'/>
+         <instruction instr-id='1785' subinstr-id='28'/>
+         <instruction instr-id='1795'/>
+         <instruction instr-id='1795' subinstr-id='2'/>
+         <instruction instr-id='1795' subinstr-id='4'/>
+         <instruction instr-id='1795' subinstr-id='6'/>
+         <instruction instr-id='1795' subinstr-id='8'/>
+         <instruction instr-id='1795' subinstr-id='10'/>
+         <instruction instr-id='1795' subinstr-id='14'/>
+         <instruction instr-id='1795' subinstr-id='16'/>
+         <instruction instr-id='1795' subinstr-id='18'/>
+         <instruction instr-id='1795' subinstr-id='20'/>
+         <instruction instr-id='1795' subinstr-id='22'/>
+         <instruction instr-id='1805'/>
+         <instruction instr-id='1805' subinstr-id='2'/>
+         <instruction instr-id='1805' subinstr-id='4'/>
+         <instruction instr-id='1805' subinstr-id='6'/>
+         <instruction instr-id='1805' subinstr-id='8'/>
+         <instruction instr-id='1805' subinstr-id='10'/>
+         <instruction instr-id='1805' subinstr-id='12'/>
+         <instruction instr-id='1805' subinstr-id='14'/>
+         <instruction instr-id='1805' subinstr-id='16'/>
+         <instruction instr-id='1808'/>
+         <instruction instr-id='1808' subinstr-id='2'/>
+         <instruction instr-id='1811'/>
+         <instruction instr-id='1811' subinstr-id='2'/>
+         <instruction instr-id='1811' subinstr-id='4'/>
+         <instruction instr-id='1811' subinstr-id='6'/>
+         <instruction instr-id='1811' subinstr-id='8'/>
+         <instruction instr-id='1811' subinstr-id='10'/>
+         <instruction instr-id='1811' subinstr-id='12'/>
+         <instruction instr-id='1811' subinstr-id='14'/>
+         <instruction instr-id='1811' subinstr-id='16'/>
+         <instruction instr-id='1811' subinstr-id='18'/>
+         <instruction instr-id='1811' subinstr-id='20'/>
+         <instruction instr-id='1811' subinstr-id='22'/>
+         <instruction instr-id='1811' subinstr-id='24'/>
+         <instruction instr-id='1811' subinstr-id='26'/>
+         <instruction instr-id='1811' subinstr-id='28'/>
+         <bounding-box x1='38' y1='177' x2='552' y2='700'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='5'>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='227' subinstr-id='12'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='231' subinstr-id='4'/>
+         <instruction instr-id='231' subinstr-id='6'/>
+         <instruction instr-id='231' subinstr-id='8'/>
+         <instruction instr-id='231' subinstr-id='10'/>
+         <instruction instr-id='231' subinstr-id='12'/>
+         <instruction instr-id='231' subinstr-id='14'/>
+         <instruction instr-id='231' subinstr-id='18'/>
+         <instruction instr-id='231' subinstr-id='20'/>
+         <instruction instr-id='231' subinstr-id='22'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='12'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='235' subinstr-id='10'/>
+         <instruction instr-id='235' subinstr-id='12'/>
+         <instruction instr-id='235' subinstr-id='16'/>
+         <instruction instr-id='235' subinstr-id='18'/>
+         <instruction instr-id='235' subinstr-id='20'/>
+         <instruction instr-id='235' subinstr-id='22'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='237' subinstr-id='4'/>
+         <instruction instr-id='237' subinstr-id='6'/>
+         <instruction instr-id='237' subinstr-id='8'/>
+         <instruction instr-id='237' subinstr-id='10'/>
+         <instruction instr-id='237' subinstr-id='12'/>
+         <instruction instr-id='237' subinstr-id='16'/>
+         <instruction instr-id='237' subinstr-id='18'/>
+         <instruction instr-id='237' subinstr-id='20'/>
+         <instruction instr-id='237' subinstr-id='22'/>
+         <instruction instr-id='237' subinstr-id='24'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='239' subinstr-id='8'/>
+         <instruction instr-id='239' subinstr-id='10'/>
+         <instruction instr-id='239' subinstr-id='12'/>
+         <instruction instr-id='239' subinstr-id='14'/>
+         <instruction instr-id='239' subinstr-id='16'/>
+         <instruction instr-id='239' subinstr-id='18'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='241' subinstr-id='2'/>
+         <instruction instr-id='241' subinstr-id='4'/>
+         <instruction instr-id='241' subinstr-id='6'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='243' subinstr-id='6'/>
+         <instruction instr-id='243' subinstr-id='8'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='10'/>
+         <instruction instr-id='247' subinstr-id='12'/>
+         <instruction instr-id='247' subinstr-id='14'/>
+         <instruction instr-id='247' subinstr-id='16'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='252' subinstr-id='6'/>
+         <instruction instr-id='252' subinstr-id='8'/>
+         <instruction instr-id='252' subinstr-id='10'/>
+         <instruction instr-id='252' subinstr-id='12'/>
+         <instruction instr-id='252' subinstr-id='14'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='4'/>
+         <instruction instr-id='256' subinstr-id='6'/>
+         <instruction instr-id='256' subinstr-id='8'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='258' subinstr-id='4'/>
+         <instruction instr-id='258' subinstr-id='6'/>
+         <instruction instr-id='258' subinstr-id='8'/>
+         <instruction instr-id='258' subinstr-id='10'/>
+         <instruction instr-id='258' subinstr-id='12'/>
+         <instruction instr-id='258' subinstr-id='14'/>
+         <instruction instr-id='258' subinstr-id='16'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='260' subinstr-id='6'/>
+         <instruction instr-id='260' subinstr-id='8'/>
+         <instruction instr-id='260' subinstr-id='10'/>
+         <instruction instr-id='260' subinstr-id='12'/>
+         <instruction instr-id='260' subinstr-id='14'/>
+         <instruction instr-id='260' subinstr-id='16'/>
+         <instruction instr-id='260' subinstr-id='18'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='262' subinstr-id='6'/>
+         <instruction instr-id='262' subinstr-id='8'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='266' subinstr-id='10'/>
+         <instruction instr-id='266' subinstr-id='12'/>
+         <instruction instr-id='266' subinstr-id='14'/>
+         <instruction instr-id='266' subinstr-id='16'/>
+         <instruction instr-id='266' subinstr-id='18'/>
+         <instruction instr-id='266' subinstr-id='20'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='12'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='285' subinstr-id='4'/>
+         <instruction instr-id='285' subinstr-id='6'/>
+         <instruction instr-id='285' subinstr-id='8'/>
+         <instruction instr-id='285' subinstr-id='10'/>
+         <instruction instr-id='285' subinstr-id='12'/>
+         <instruction instr-id='285' subinstr-id='14'/>
+         <instruction instr-id='285' subinstr-id='16'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='291' subinstr-id='4'/>
+         <instruction instr-id='291' subinstr-id='6'/>
+         <instruction instr-id='291' subinstr-id='8'/>
+         <instruction instr-id='291' subinstr-id='10'/>
+         <instruction instr-id='291' subinstr-id='12'/>
+         <instruction instr-id='291' subinstr-id='14'/>
+         <instruction instr-id='291' subinstr-id='16'/>
+         <instruction instr-id='291' subinstr-id='18'/>
+         <instruction instr-id='291' subinstr-id='20'/>
+         <instruction instr-id='291' subinstr-id='22'/>
+         <instruction instr-id='291' subinstr-id='24'/>
+         <instruction instr-id='301'/>
+         <instruction instr-id='301' subinstr-id='2'/>
+         <instruction instr-id='301' subinstr-id='4'/>
+         <instruction instr-id='301' subinstr-id='6'/>
+         <instruction instr-id='301' subinstr-id='8'/>
+         <instruction instr-id='301' subinstr-id='10'/>
+         <instruction instr-id='301' subinstr-id='12'/>
+         <instruction instr-id='301' subinstr-id='14'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='311' subinstr-id='8'/>
+         <instruction instr-id='311' subinstr-id='10'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='314' subinstr-id='4'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='12'/>
+         <instruction instr-id='320' subinstr-id='14'/>
+         <instruction instr-id='320' subinstr-id='16'/>
+         <instruction instr-id='320' subinstr-id='18'/>
+         <instruction instr-id='320' subinstr-id='20'/>
+         <instruction instr-id='320' subinstr-id='22'/>
+         <instruction instr-id='320' subinstr-id='24'/>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='8'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='340'/>
+         <instruction instr-id='340' subinstr-id='2'/>
+         <instruction instr-id='340' subinstr-id='4'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='343' subinstr-id='2'/>
+         <instruction instr-id='343' subinstr-id='4'/>
+         <instruction instr-id='343' subinstr-id='6'/>
+         <instruction instr-id='343' subinstr-id='8'/>
+         <instruction instr-id='343' subinstr-id='10'/>
+         <instruction instr-id='346'/>
+         <instruction instr-id='346' subinstr-id='2'/>
+         <instruction instr-id='346' subinstr-id='4'/>
+         <instruction instr-id='346' subinstr-id='6'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='349' subinstr-id='4'/>
+         <instruction instr-id='349' subinstr-id='6'/>
+         <instruction instr-id='349' subinstr-id='8'/>
+         <instruction instr-id='349' subinstr-id='10'/>
+         <instruction instr-id='349' subinstr-id='12'/>
+         <instruction instr-id='349' subinstr-id='14'/>
+         <instruction instr-id='349' subinstr-id='16'/>
+         <instruction instr-id='349' subinstr-id='18'/>
+         <instruction instr-id='359'/>
+         <instruction instr-id='359' subinstr-id='2'/>
+         <instruction instr-id='359' subinstr-id='4'/>
+         <instruction instr-id='359' subinstr-id='6'/>
+         <instruction instr-id='359' subinstr-id='8'/>
+         <instruction instr-id='359' subinstr-id='10'/>
+         <instruction instr-id='359' subinstr-id='12'/>
+         <instruction instr-id='369'/>
+         <instruction instr-id='369' subinstr-id='2'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='372' subinstr-id='4'/>
+         <instruction instr-id='372' subinstr-id='6'/>
+         <instruction instr-id='375'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='378' subinstr-id='6'/>
+         <instruction instr-id='378' subinstr-id='8'/>
+         <instruction instr-id='378' subinstr-id='10'/>
+         <instruction instr-id='378' subinstr-id='12'/>
+         <instruction instr-id='378' subinstr-id='14'/>
+         <instruction instr-id='378' subinstr-id='16'/>
+         <instruction instr-id='378' subinstr-id='18'/>
+         <instruction instr-id='378' subinstr-id='20'/>
+         <instruction instr-id='378' subinstr-id='22'/>
+         <instruction instr-id='388'/>
+         <instruction instr-id='388' subinstr-id='2'/>
+         <instruction instr-id='388' subinstr-id='4'/>
+         <instruction instr-id='388' subinstr-id='6'/>
+         <instruction instr-id='388' subinstr-id='8'/>
+         <instruction instr-id='388' subinstr-id='10'/>
+         <instruction instr-id='388' subinstr-id='12'/>
+         <instruction instr-id='388' subinstr-id='14'/>
+         <instruction instr-id='398'/>
+         <instruction instr-id='398' subinstr-id='2'/>
+         <instruction instr-id='398' subinstr-id='4'/>
+         <instruction instr-id='398' subinstr-id='6'/>
+         <instruction instr-id='398' subinstr-id='8'/>
+         <instruction instr-id='398' subinstr-id='10'/>
+         <instruction instr-id='398' subinstr-id='12'/>
+         <instruction instr-id='398' subinstr-id='14'/>
+         <instruction instr-id='398' subinstr-id='16'/>
+         <instruction instr-id='401'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='404' subinstr-id='2'/>
+         <instruction instr-id='404' subinstr-id='4'/>
+         <instruction instr-id='404' subinstr-id='6'/>
+         <instruction instr-id='404' subinstr-id='8'/>
+         <instruction instr-id='404' subinstr-id='10'/>
+         <instruction instr-id='404' subinstr-id='12'/>
+         <instruction instr-id='404' subinstr-id='14'/>
+         <instruction instr-id='404' subinstr-id='16'/>
+         <instruction instr-id='404' subinstr-id='18'/>
+         <instruction instr-id='404' subinstr-id='20'/>
+         <instruction instr-id='404' subinstr-id='22'/>
+         <instruction instr-id='404' subinstr-id='24'/>
+         <instruction instr-id='414'/>
+         <instruction instr-id='414' subinstr-id='2'/>
+         <instruction instr-id='414' subinstr-id='6'/>
+         <instruction instr-id='414' subinstr-id='8'/>
+         <instruction instr-id='414' subinstr-id='10'/>
+         <instruction instr-id='414' subinstr-id='12'/>
+         <instruction instr-id='414' subinstr-id='14'/>
+         <instruction instr-id='414' subinstr-id='16'/>
+         <instruction instr-id='414' subinstr-id='18'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='424' subinstr-id='2'/>
+         <instruction instr-id='424' subinstr-id='4'/>
+         <instruction instr-id='424' subinstr-id='6'/>
+         <instruction instr-id='424' subinstr-id='8'/>
+         <instruction instr-id='424' subinstr-id='10'/>
+         <instruction instr-id='424' subinstr-id='12'/>
+         <instruction instr-id='424' subinstr-id='14'/>
+         <instruction instr-id='424' subinstr-id='16'/>
+         <instruction instr-id='427'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='430' subinstr-id='14'/>
+         <instruction instr-id='430' subinstr-id='16'/>
+         <instruction instr-id='430' subinstr-id='18'/>
+         <instruction instr-id='430' subinstr-id='20'/>
+         <instruction instr-id='430' subinstr-id='22'/>
+         <instruction instr-id='430' subinstr-id='24'/>
+         <instruction instr-id='440'/>
+         <instruction instr-id='440' subinstr-id='2'/>
+         <instruction instr-id='440' subinstr-id='4'/>
+         <instruction instr-id='440' subinstr-id='6'/>
+         <instruction instr-id='440' subinstr-id='8'/>
+         <instruction instr-id='440' subinstr-id='10'/>
+         <instruction instr-id='440' subinstr-id='12'/>
+         <instruction instr-id='450'/>
+         <instruction instr-id='450' subinstr-id='2'/>
+         <instruction instr-id='450' subinstr-id='4'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='453' subinstr-id='2'/>
+         <instruction instr-id='453' subinstr-id='4'/>
+         <instruction instr-id='456'/>
+         <instruction instr-id='456' subinstr-id='2'/>
+         <instruction instr-id='456' subinstr-id='4'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='462'/>
+         <instruction instr-id='462' subinstr-id='2'/>
+         <instruction instr-id='462' subinstr-id='4'/>
+         <instruction instr-id='462' subinstr-id='6'/>
+         <instruction instr-id='462' subinstr-id='8'/>
+         <instruction instr-id='462' subinstr-id='10'/>
+         <instruction instr-id='462' subinstr-id='12'/>
+         <instruction instr-id='462' subinstr-id='14'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='465' subinstr-id='4'/>
+         <instruction instr-id='465' subinstr-id='6'/>
+         <instruction instr-id='465' subinstr-id='8'/>
+         <instruction instr-id='475'/>
+         <instruction instr-id='475' subinstr-id='2'/>
+         <instruction instr-id='475' subinstr-id='4'/>
+         <instruction instr-id='475' subinstr-id='6'/>
+         <instruction instr-id='475' subinstr-id='8'/>
+         <instruction instr-id='475' subinstr-id='10'/>
+         <instruction instr-id='475' subinstr-id='12'/>
+         <instruction instr-id='475' subinstr-id='14'/>
+         <instruction instr-id='485'/>
+         <instruction instr-id='485' subinstr-id='2'/>
+         <instruction instr-id='485' subinstr-id='4'/>
+         <instruction instr-id='485' subinstr-id='6'/>
+         <instruction instr-id='485' subinstr-id='8'/>
+         <instruction instr-id='485' subinstr-id='10'/>
+         <instruction instr-id='488'/>
+         <instruction instr-id='491'/>
+         <instruction instr-id='491' subinstr-id='2'/>
+         <instruction instr-id='494'/>
+         <instruction instr-id='494' subinstr-id='2'/>
+         <instruction instr-id='494' subinstr-id='4'/>
+         <instruction instr-id='494' subinstr-id='6'/>
+         <instruction instr-id='494' subinstr-id='8'/>
+         <instruction instr-id='497'/>
+         <instruction instr-id='497' subinstr-id='2'/>
+         <instruction instr-id='497' subinstr-id='4'/>
+         <instruction instr-id='497' subinstr-id='6'/>
+         <instruction instr-id='497' subinstr-id='8'/>
+         <bounding-box x1='56' y1='578' x2='570' y2='700'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-str.xml
new file mode 100644
index 00000000..1f4b7b1b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020-str.xml
@@ -0,0 +1,4175 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename='bm_us-020-str.xml'>
+   <table id='1'>
+      <region id='1' col-increment='0' row-increment='0' page='2'>
+         <cell id='42' start-row='0' start-col='0'>
+            <bounding-box x1='38' y1='642' x2='100' y2='651'/>
+            <content>Education system</content>
+         </cell>
+         <cell id='11' start-row='1' start-col='0'>
+            <bounding-box x1='38' y1='631' x2='69' y2='639'/>
+            <content>Australia</content>
+         </cell>
+         <cell id='116' start-row='1' start-col='3'>
+            <bounding-box x1='338' y1='631' x2='348' y2='639'/>
+            <content>96</content>
+         </cell>
+         <cell id='178' start-row='1' start-col='5'>
+            <bounding-box x1='477' y1='631' x2='486' y2='639'/>
+            <content>95</content>
+         </cell>
+         <cell id='213' start-row='1' start-col='6'>
+            <bounding-box x1='546' y1='631' x2='555' y2='639'/>
+            <content>93</content>
+         </cell>
+         <cell id='215' start-row='1' start-col='4'>
+            <bounding-box x1='408' y1='631' x2='417' y2='639'/>
+            <content>98</content>
+         </cell>
+         <cell id='286' start-row='1' start-col='1'>
+            <bounding-box x1='196' y1='631' x2='209' y2='639'/>
+            <content>100</content>
+         </cell>
+         <cell id='297' start-row='1' start-col='2'>
+            <bounding-box x1='273' y1='631' x2='278' y2='639'/>
+            <content>4</content>
+         </cell>
+         <cell id='46' start-row='2' start-col='5'>
+            <bounding-box x1='477' y1='620' x2='486' y2='629'/>
+            <content>98</content>
+         </cell>
+         <cell id='150' start-row='2' start-col='6'>
+            <bounding-box x1='546' y1='620' x2='555' y2='629'/>
+            <content>98</content>
+         </cell>
+         <cell id='227' start-row='2' start-col='4'>
+            <bounding-box x1='404' y1='620' x2='417' y2='629'/>
+            <content>100</content>
+         </cell>
+         <cell id='235' start-row='2' start-col='0'>
+            <bounding-box x1='38' y1='620' x2='63' y2='629'/>
+            <content>Austria</content>
+         </cell>
+         <cell id='253' start-row='2' start-col='2'>
+            <bounding-box x1='273' y1='620' x2='278' y2='629'/>
+            <content>5</content>
+         </cell>
+         <cell id='256' start-row='2' start-col='3'>
+            <bounding-box x1='334' y1='620' x2='348' y2='629'/>
+            <content>100</content>
+         </cell>
+         <cell id='321' start-row='2' start-col='1'>
+            <bounding-box x1='196' y1='620' x2='209' y2='629'/>
+            <content>100</content>
+         </cell>
+         <cell id='16' start-row='3' start-col='1'>
+            <bounding-box x1='196' y1='609' x2='209' y2='618'/>
+            <content>100</content>
+         </cell>
+         <cell id='77' start-row='3' start-col='0'>
+            <bounding-box x1='38' y1='609' x2='75' y2='618'/>
+            <content>Azerbaijan</content>
+         </cell>
+         <cell id='83' start-row='3' start-col='4'>
+            <bounding-box x1='404' y1='609' x2='417' y2='618'/>
+            <content>100</content>
+         </cell>
+         <cell id='148' start-row='3' start-col='5'>
+            <bounding-box x1='473' y1='609' x2='486' y2='618'/>
+            <content>100</content>
+         </cell>
+         <cell id='254' start-row='3' start-col='2'>
+            <bounding-box x1='273' y1='609' x2='278' y2='618'/>
+            <content>7</content>
+         </cell>
+         <cell id='258' start-row='3' start-col='6'>
+            <bounding-box x1='542' y1='609' x2='555' y2='618'/>
+            <content>100</content>
+         </cell>
+         <cell id='315' start-row='3' start-col='3'>
+            <bounding-box x1='338' y1='609' x2='348' y2='618'/>
+            <content>84</content>
+         </cell>
+         <cell id='9' start-row='4' start-col='4'>
+            <bounding-box x1='408' y1='599' x2='417' y2='607'/>
+            <content>85</content>
+         </cell>
+         <cell id='55' start-row='4' start-col='0'>
+            <bounding-box x1='38' y1='599' x2='115' y2='607'/>
+            <content>Belgium(French)-BEL</content>
+         </cell>
+         <cell id='180' start-row='4' start-col='2'>
+            <bounding-box x1='273' y1='599' x2='278' y2='607'/>
+            <content>6</content>
+         </cell>
+         <cell id='196' start-row='4' start-col='1'>
+            <bounding-box x1='196' y1='599' x2='209' y2='607'/>
+            <content>100</content>
+         </cell>
+         <cell id='248' start-row='4' start-col='6'>
+            <bounding-box x1='546' y1='599' x2='555' y2='607'/>
+            <content>82</content>
+         </cell>
+         <cell id='261' start-row='4' start-col='3'>
+            <bounding-box x1='338' y1='599' x2='348' y2='607'/>
+            <content>77</content>
+         </cell>
+         <cell id='303' start-row='4' start-col='5'>
+            <bounding-box x1='477' y1='599' x2='486' y2='607'/>
+            <content>97</content>
+         </cell>
+         <cell id='53' start-row='5' start-col='0'>
+            <bounding-box x1='38' y1='588' x2='67' y2='596'/>
+            <content>Bulgaria</content>
+         </cell>
+         <cell id='74' start-row='5' start-col='3'>
+            <bounding-box x1='338' y1='588' x2='348' y2='596'/>
+            <content>97</content>
+         </cell>
+         <cell id='169' start-row='5' start-col='5'>
+            <bounding-box x1='477' y1='588' x2='486' y2='596'/>
+            <content>95</content>
+         </cell>
+         <cell id='184' start-row='5' start-col='6'>
+            <bounding-box x1='546' y1='588' x2='555' y2='596'/>
+            <content>95</content>
+         </cell>
+         <cell id='234' start-row='5' start-col='4'>
+            <bounding-box x1='404' y1='588' x2='417' y2='596'/>
+            <content>100</content>
+         </cell>
+         <cell id='304' start-row='5' start-col='1'>
+            <bounding-box x1='196' y1='588' x2='209' y2='596'/>
+            <content>100</content>
+         </cell>
+         <cell id='335' start-row='5' start-col='2'>
+            <bounding-box x1='273' y1='588' x2='278' y2='596'/>
+            <content>3</content>
+         </cell>
+         <cell id='30' start-row='6' start-col='6'>
+            <bounding-box x1='546' y1='577' x2='555' y2='585'/>
+            <content>94</content>
+         </cell>
+         <cell id='69' start-row='6' start-col='0'>
+            <bounding-box x1='38' y1='577' x2='66' y2='586'/>
+            <content>Canada</content>
+         </cell>
+         <cell id='94' start-row='6' start-col='1'>
+            <bounding-box x1='196' y1='577' x2='209' y2='585'/>
+            <content>100</content>
+         </cell>
+         <cell id='160' start-row='6' start-col='4'>
+            <bounding-box x1='408' y1='577' x2='417' y2='585'/>
+            <content>98</content>
+         </cell>
+         <cell id='194' start-row='6' start-col='3'>
+            <bounding-box x1='338' y1='577' x2='348' y2='585'/>
+            <content>98</content>
+         </cell>
+         <cell id='278' start-row='6' start-col='5'>
+            <bounding-box x1='477' y1='577' x2='486' y2='585'/>
+            <content>96</content>
+         </cell>
+         <cell id='302' start-row='6' start-col='2'>
+            <bounding-box x1='269' y1='577' x2='278' y2='585'/>
+            <content>10</content>
+         </cell>
+         <cell id='44' start-row='7' start-col='0'>
+            <bounding-box x1='38' y1='566' x2='109' y2='575'/>
+            <content>ChineseTaipei-CHN</content>
+         </cell>
+         <cell id='71' start-row='7' start-col='3'>
+            <bounding-box x1='334' y1='566' x2='348' y2='575'/>
+            <content>100</content>
+         </cell>
+         <cell id='84' start-row='7' start-col='4'>
+            <bounding-box x1='404' y1='566' x2='417' y2='575'/>
+            <content>100</content>
+         </cell>
+         <cell id='122' start-row='7' start-col='1'>
+            <bounding-box x1='196' y1='566' x2='209' y2='575'/>
+            <content>100</content>
+         </cell>
+         <cell id='206' start-row='7' start-col='2'>
+            <bounding-box x1='273' y1='566' x2='278' y2='575'/>
+            <content>1</content>
+         </cell>
+         <cell id='262' start-row='7' start-col='5'>
+            <bounding-box x1='477' y1='566' x2='486' y2='575'/>
+            <content>99</content>
+         </cell>
+         <cell id='329' start-row='7' start-col='6'>
+            <bounding-box x1='546' y1='566' x2='555' y2='575'/>
+            <content>99</content>
+         </cell>
+         <cell id='52' start-row='8' start-col='5'>
+            <bounding-box x1='477' y1='555' x2='486' y2='564'/>
+            <content>97</content>
+         </cell>
+         <cell id='54' start-row='8' start-col='4'>
+            <bounding-box x1='408' y1='555' x2='417' y2='564'/>
+            <content>99</content>
+         </cell>
+         <cell id='73' start-row='8' start-col='0'>
+            <bounding-box x1='38' y1='555' x2='71' y2='564'/>
+            <content>Colombia</content>
+         </cell>
+         <cell id='161' start-row='8' start-col='3'>
+            <bounding-box x1='338' y1='555' x2='348' y2='564'/>
+            <content>89</content>
+         </cell>
+         <cell id='185' start-row='8' start-col='1'>
+            <bounding-box x1='196' y1='555' x2='209' y2='564'/>
+            <content>100</content>
+         </cell>
+         <cell id='252' start-row='8' start-col='6'>
+            <bounding-box x1='546' y1='555' x2='555' y2='564'/>
+            <content>95</content>
+         </cell>
+         <cell id='263' start-row='8' start-col='2'>
+            <bounding-box x1='273' y1='555' x2='278' y2='564'/>
+            <content>2</content>
+         </cell>
+         <cell id='1' start-row='9' start-col='0'>
+            <bounding-box x1='38' y1='545' x2='64' y2='553'/>
+            <content>Croatia</content>
+         </cell>
+         <cell id='56' start-row='9' start-col='1'>
+            <bounding-box x1='196' y1='545' x2='209' y2='553'/>
+            <content>100</content>
+         </cell>
+         <cell id='136' start-row='9' start-col='5'>
+            <bounding-box x1='477' y1='545' x2='486' y2='553'/>
+            <content>95</content>
+         </cell>
+         <cell id='138' start-row='9' start-col='6'>
+            <bounding-box x1='546' y1='545' x2='555' y2='553'/>
+            <content>95</content>
+         </cell>
+         <cell id='166' start-row='9' start-col='3'>
+            <bounding-box x1='338' y1='545' x2='348' y2='553'/>
+            <content>99</content>
+         </cell>
+         <cell id='170' start-row='9' start-col='4'>
+            <bounding-box x1='404' y1='545' x2='417' y2='553'/>
+            <content>100</content>
+         </cell>
+         <cell id='277' start-row='9' start-col='2'>
+            <bounding-box x1='273' y1='545' x2='278' y2='553'/>
+            <content>8</content>
+         </cell>
+         <cell id='6' start-row='10' start-col='0'>
+            <bounding-box x1='38' y1='534' x2='93' y2='542'/>
+            <content>CzechRepublic</content>
+         </cell>
+         <cell id='22' start-row='10' start-col='1'>
+            <bounding-box x1='196' y1='534' x2='209' y2='542'/>
+            <content>100</content>
+         </cell>
+         <cell id='92' start-row='10' start-col='2'>
+            <bounding-box x1='273' y1='534' x2='278' y2='542'/>
+            <content>5</content>
+         </cell>
+         <cell id='123' start-row='10' start-col='4'>
+            <bounding-box x1='408' y1='534' x2='417' y2='542'/>
+            <content>99</content>
+         </cell>
+         <cell id='280' start-row='10' start-col='5'>
+            <bounding-box x1='477' y1='534' x2='486' y2='542'/>
+            <content>94</content>
+         </cell>
+         <cell id='322' start-row='10' start-col='6'>
+            <bounding-box x1='546' y1='534' x2='555' y2='542'/>
+            <content>94</content>
+         </cell>
+         <cell id='331' start-row='10' start-col='3'>
+            <bounding-box x1='338' y1='534' x2='348' y2='542'/>
+            <content>90</content>
+         </cell>
+         <cell id='88' start-row='11' start-col='4'>
+            <bounding-box x1='408' y1='523' x2='417' y2='531'/>
+            <content>98</content>
+         </cell>
+         <cell id='142' start-row='11' start-col='5'>
+            <bounding-box x1='477' y1='523' x2='486' y2='531'/>
+            <content>97</content>
+         </cell>
+         <cell id='146' start-row='11' start-col='0'>
+            <bounding-box x1='38' y1='523' x2='70' y2='532'/>
+            <content>Denmark</content>
+         </cell>
+         <cell id='237' start-row='11' start-col='1'>
+            <bounding-box x1='196' y1='523' x2='209' y2='531'/>
+            <content>100</content>
+         </cell>
+         <cell id='245' start-row='11' start-col='3'>
+            <bounding-box x1='338' y1='523' x2='348' y2='531'/>
+            <content>87</content>
+         </cell>
+         <cell id='269' start-row='11' start-col='2'>
+            <bounding-box x1='273' y1='523' x2='278' y2='531'/>
+            <content>7</content>
+         </cell>
+         <cell id='324' start-row='11' start-col='6'>
+            <bounding-box x1='546' y1='523' x2='555' y2='531'/>
+            <content>95</content>
+         </cell>
+         <cell id='5' start-row='12' start-col='0'>
+            <bounding-box x1='38' y1='512' x2='86' y2='521'/>
+            <content>England-GBR</content>
+         </cell>
+         <cell id='43' start-row='12' start-col='5'>
+            <bounding-box x1='477' y1='512' x2='486' y2='521'/>
+            <content>94</content>
+         </cell>
+         <cell id='99' start-row='12' start-col='4'>
+            <bounding-box x1='408' y1='512' x2='417' y2='521'/>
+            <content>87</content>
+         </cell>
+         <cell id='147' start-row='12' start-col='3'>
+            <bounding-box x1='338' y1='512' x2='348' y2='521'/>
+            <content>73</content>
+         </cell>
+         <cell id='174' start-row='12' start-col='1'>
+            <bounding-box x1='196' y1='512' x2='209' y2='521'/>
+            <content>100</content>
+         </cell>
+         <cell id='175' start-row='12' start-col='6'>
+            <bounding-box x1='546' y1='512' x2='555' y2='521'/>
+            <content>82</content>
+         </cell>
+         <cell id='323' start-row='12' start-col='2'>
+            <bounding-box x1='273' y1='512' x2='278' y2='521'/>
+            <content>2</content>
+         </cell>
+         <cell id='103' start-row='13' start-col='4'>
+            <bounding-box x1='408' y1='501' x2='417' y2='510'/>
+            <content>99</content>
+         </cell>
+         <cell id='134' start-row='13' start-col='0'>
+            <bounding-box x1='38' y1='501' x2='64' y2='510'/>
+            <content>Finland</content>
+         </cell>
+         <cell id='162' start-row='13' start-col='5'>
+            <bounding-box x1='477' y1='501' x2='486' y2='510'/>
+            <content>96</content>
+         </cell>
+         <cell id='201' start-row='13' start-col='6'>
+            <bounding-box x1='546' y1='501' x2='555' y2='510'/>
+            <content>95</content>
+         </cell>
+         <cell id='217' start-row='13' start-col='1'>
+            <bounding-box x1='196' y1='501' x2='209' y2='510'/>
+            <content>100</content>
+         </cell>
+         <cell id='255' start-row='13' start-col='3'>
+            <bounding-box x1='338' y1='501' x2='348' y2='510'/>
+            <content>97</content>
+         </cell>
+         <cell id='285' start-row='13' start-col='2'>
+            <bounding-box x1='273' y1='501' x2='278' y2='510'/>
+            <content>3</content>
+         </cell>
+         <cell id='98' start-row='14' start-col='4'>
+            <bounding-box x1='404' y1='491' x2='417' y2='499'/>
+            <content>100</content>
+         </cell>
+         <cell id='129' start-row='14' start-col='0'>
+            <bounding-box x1='38' y1='491' x2='63' y2='499'/>
+            <content>France</content>
+         </cell>
+         <cell id='208' start-row='14' start-col='3'>
+            <bounding-box x1='338' y1='491' x2='348' y2='499'/>
+            <content>98</content>
+         </cell>
+         <cell id='239' start-row='14' start-col='5'>
+            <bounding-box x1='477' y1='491' x2='486' y2='499'/>
+            <content>98</content>
+         </cell>
+         <cell id='270' start-row='14' start-col='2'>
+            <bounding-box x1='273' y1='491' x2='278' y2='499'/>
+            <content>5</content>
+         </cell>
+         <cell id='273' start-row='14' start-col='1'>
+            <bounding-box x1='196' y1='491' x2='209' y2='499'/>
+            <content>100</content>
+         </cell>
+         <cell id='311' start-row='14' start-col='6'>
+            <bounding-box x1='546' y1='491' x2='555' y2='499'/>
+            <content>97</content>
+         </cell>
+         <cell id='32' start-row='15' start-col='3'>
+            <bounding-box x1='338' y1='480' x2='348' y2='488'/>
+            <content>97</content>
+         </cell>
+         <cell id='104' start-row='15' start-col='5'>
+            <bounding-box x1='477' y1='480' x2='486' y2='488'/>
+            <content>98</content>
+         </cell>
+         <cell id='115' start-row='15' start-col='4'>
+            <bounding-box x1='408' y1='480' x2='417' y2='488'/>
+            <content>98</content>
+         </cell>
+         <cell id='163' start-row='15' start-col='0'>
+            <bounding-box x1='38' y1='480' x2='66' y2='488'/>
+            <content>Georgia</content>
+         </cell>
+         <cell id='172' start-row='15' start-col='6'>
+            <bounding-box x1='546' y1='480' x2='555' y2='488'/>
+            <content>96</content>
+         </cell>
+         <cell id='238' start-row='15' start-col='1'>
+            <bounding-box x1='200' y1='480' x2='209' y2='488'/>
+            <content>92</content>
+         </cell>
+         <cell id='247' start-row='15' start-col='2'>
+            <bounding-box x1='273' y1='480' x2='278' y2='488'/>
+            <content>5</content>
+         </cell>
+         <cell id='66' start-row='16' start-col='0'>
+            <bounding-box x1='38' y1='469' x2='71' y2='478'/>
+            <content>Germany</content>
+         </cell>
+         <cell id='79' start-row='16' start-col='6'>
+            <bounding-box x1='546' y1='469' x2='555' y2='477'/>
+            <content>95</content>
+         </cell>
+         <cell id='119' start-row='16' start-col='4'>
+            <bounding-box x1='408' y1='469' x2='417' y2='477'/>
+            <content>99</content>
+         </cell>
+         <cell id='157' start-row='16' start-col='1'>
+            <bounding-box x1='196' y1='469' x2='209' y2='477'/>
+            <content>100</content>
+         </cell>
+         <cell id='158' start-row='16' start-col='3'>
+            <bounding-box x1='338' y1='469' x2='348' y2='477'/>
+            <content>96</content>
+         </cell>
+         <cell id='211' start-row='16' start-col='2'>
+            <bounding-box x1='273' y1='469' x2='278' y2='477'/>
+            <content>2</content>
+         </cell>
+         <cell id='272' start-row='16' start-col='5'>
+            <bounding-box x1='477' y1='469' x2='486' y2='477'/>
+            <content>96</content>
+         </cell>
+         <cell id='58' start-row='17' start-col='0'>
+            <bounding-box x1='38' y1='458' x2='97' y2='467'/>
+            <content>HongKong-CHN</content>
+         </cell>
+         <cell id='76' start-row='17' start-col='6'>
+            <bounding-box x1='546' y1='458' x2='555' y2='467'/>
+            <content>83</content>
+         </cell>
+         <cell id='200' start-row='17' start-col='2'>
+            <bounding-box x1='269' y1='458' x2='278' y2='467'/>
+            <content>12</content>
+         </cell>
+         <cell id='230' start-row='17' start-col='1'>
+            <bounding-box x1='196' y1='458' x2='209' y2='467'/>
+            <content>100</content>
+         </cell>
+         <cell id='275' start-row='17' start-col='5'>
+            <bounding-box x1='477' y1='458' x2='486' y2='467'/>
+            <content>94</content>
+         </cell>
+         <cell id='289' start-row='17' start-col='4'>
+            <bounding-box x1='408' y1='458' x2='417' y2='467'/>
+            <content>88</content>
+         </cell>
+         <cell id='310' start-row='17' start-col='3'>
+            <bounding-box x1='338' y1='458' x2='348' y2='467'/>
+            <content>86</content>
+         </cell>
+         <cell id='36' start-row='18' start-col='6'>
+            <bounding-box x1='546' y1='447' x2='555' y2='456'/>
+            <content>96</content>
+         </cell>
+         <cell id='120' start-row='18' start-col='0'>
+            <bounding-box x1='38' y1='447' x2='68' y2='456'/>
+            <content>Hungary</content>
+         </cell>
+         <cell id='189' start-row='18' start-col='1'>
+            <bounding-box x1='196' y1='447' x2='209' y2='456'/>
+            <content>100</content>
+         </cell>
+         <cell id='220' start-row='18' start-col='4'>
+            <bounding-box x1='408' y1='447' x2='417' y2='456'/>
+            <content>99</content>
+         </cell>
+         <cell id='271' start-row='18' start-col='3'>
+            <bounding-box x1='338' y1='447' x2='348' y2='456'/>
+            <content>98</content>
+         </cell>
+         <cell id='279' start-row='18' start-col='5'>
+            <bounding-box x1='477' y1='447' x2='486' y2='456'/>
+            <content>97</content>
+         </cell>
+         <cell id='337' start-row='18' start-col='2'>
+            <bounding-box x1='273' y1='447' x2='278' y2='456'/>
+            <content>4</content>
+         </cell>
+         <cell id='78' start-row='19' start-col='4'>
+            <bounding-box x1='404' y1='437' x2='417' y2='445'/>
+            <content>100</content>
+         </cell>
+         <cell id='105' start-row='19' start-col='0'>
+            <bounding-box x1='38' y1='437' x2='72' y2='445'/>
+            <content>Indonesia</content>
+         </cell>
+         <cell id='229' start-row='19' start-col='3'>
+            <bounding-box x1='334' y1='437' x2='348' y2='445'/>
+            <content>100</content>
+         </cell>
+         <cell id='236' start-row='19' start-col='1'>
+            <bounding-box x1='196' y1='437' x2='209' y2='445'/>
+            <content>100</content>
+         </cell>
+         <cell id='288' start-row='19' start-col='5'>
+            <bounding-box x1='477' y1='437' x2='486' y2='445'/>
+            <content>97</content>
+         </cell>
+         <cell id='313' start-row='19' start-col='6'>
+            <bounding-box x1='546' y1='437' x2='555' y2='445'/>
+            <content>97</content>
+         </cell>
+         <cell id='336' start-row='19' start-col='2'>
+            <bounding-box x1='273' y1='437' x2='278' y2='445'/>
+            <content>3</content>
+         </cell>
+         <cell id='31' start-row='20' start-col='0'>
+            <bounding-box x1='38' y1='426' x2='109' y2='434'/>
+            <content>Iran, IslamicRep. Of</content>
+         </cell>
+         <cell id='111' start-row='20' start-col='4'>
+            <bounding-box x1='404' y1='426' x2='417' y2='434'/>
+            <content>100</content>
+         </cell>
+         <cell id='202' start-row='20' start-col='6'>
+            <bounding-box x1='546' y1='426' x2='555' y2='434'/>
+            <content>99</content>
+         </cell>
+         <cell id='204' start-row='20' start-col='3'>
+            <bounding-box x1='334' y1='426' x2='348' y2='434'/>
+            <content>100</content>
+         </cell>
+         <cell id='241' start-row='20' start-col='5'>
+            <bounding-box x1='477' y1='426' x2='486' y2='434'/>
+            <content>99</content>
+         </cell>
+         <cell id='250' start-row='20' start-col='1'>
+            <bounding-box x1='196' y1='426' x2='209' y2='434'/>
+            <content>100</content>
+         </cell>
+         <cell id='281' start-row='20' start-col='2'>
+            <bounding-box x1='273' y1='426' x2='278' y2='434'/>
+            <content>5</content>
+         </cell>
+         <cell id='72' start-row='21' start-col='3'>
+            <bounding-box x1='338' y1='415' x2='348' y2='423'/>
+            <content>98</content>
+         </cell>
+         <cell id='114' start-row='21' start-col='0'>
+            <bounding-box x1='38' y1='415' x2='62' y2='424'/>
+            <content>Ireland</content>
+         </cell>
+         <cell id='128' start-row='21' start-col='4'>
+            <bounding-box x1='404' y1='415' x2='417' y2='423'/>
+            <content>100</content>
+         </cell>
+         <cell id='222' start-row='21' start-col='6'>
+            <bounding-box x1='546' y1='415' x2='555' y2='423'/>
+            <content>95</content>
+         </cell>
+         <cell id='232' start-row='21' start-col='5'>
+            <bounding-box x1='477' y1='415' x2='486' y2='423'/>
+            <content>95</content>
+         </cell>
+         <cell id='306' start-row='21' start-col='1'>
+            <bounding-box x1='196' y1='415' x2='209' y2='423'/>
+            <content>100</content>
+         </cell>
+         <cell id='309' start-row='21' start-col='2'>
+            <bounding-box x1='273' y1='415' x2='278' y2='423'/>
+            <content>3</content>
+         </cell>
+         <cell id='3' start-row='22' start-col='4'>
+            <bounding-box x1='408' y1='404' x2='417' y2='413'/>
+            <content>99</content>
+         </cell>
+         <cell id='37' start-row='22' start-col='3'>
+            <bounding-box x1='338' y1='404' x2='348' y2='413'/>
+            <content>98</content>
+         </cell>
+         <cell id='124' start-row='22' start-col='0'>
+            <bounding-box x1='38' y1='404' x2='58' y2='413'/>
+            <content>Israel</content>
+         </cell>
+         <cell id='132' start-row='22' start-col='6'>
+            <bounding-box x1='546' y1='404' x2='555' y2='413'/>
+            <content>93</content>
+         </cell>
+         <cell id='179' start-row='22' start-col='1'>
+            <bounding-box x1='196' y1='404' x2='209' y2='413'/>
+            <content>100</content>
+         </cell>
+         <cell id='244' start-row='22' start-col='5'>
+            <bounding-box x1='477' y1='404' x2='486' y2='413'/>
+            <content>94</content>
+         </cell>
+         <cell id='308' start-row='22' start-col='2'>
+            <bounding-box x1='269' y1='404' x2='278' y2='413'/>
+            <content>25</content>
+         </cell>
+         <cell id='15' start-row='23' start-col='3'>
+            <bounding-box x1='338' y1='393' x2='348' y2='402'/>
+            <content>81</content>
+         </cell>
+         <cell id='101' start-row='23' start-col='0'>
+            <bounding-box x1='38' y1='393' x2='53' y2='402'/>
+            <content>Italy</content>
+         </cell>
+         <cell id='228' start-row='23' start-col='6'>
+            <bounding-box x1='546' y1='393' x2='555' y2='402'/>
+            <content>95</content>
+         </cell>
+         <cell id='301' start-row='23' start-col='1'>
+            <bounding-box x1='196' y1='393' x2='209' y2='402'/>
+            <content>100</content>
+         </cell>
+         <cell id='326' start-row='23' start-col='2'>
+            <bounding-box x1='273' y1='393' x2='278' y2='402'/>
+            <content>4</content>
+         </cell>
+         <cell id='330' start-row='23' start-col='4'>
+            <bounding-box x1='408' y1='393' x2='417' y2='402'/>
+            <content>98</content>
+         </cell>
+         <cell id='334' start-row='23' start-col='5'>
+            <bounding-box x1='477' y1='393' x2='486' y2='402'/>
+            <content>96</content>
+         </cell>
+         <cell id='4' start-row='24' start-col='3'>
+            <bounding-box x1='338' y1='383' x2='348' y2='391'/>
+            <content>94</content>
+         </cell>
+         <cell id='60' start-row='24' start-col='0'>
+            <bounding-box x1='38' y1='383' x2='70' y2='391'/>
+            <content>Lithuania</content>
+         </cell>
+         <cell id='75' start-row='24' start-col='5'>
+            <bounding-box x1='477' y1='383' x2='486' y2='391'/>
+            <content>94</content>
+         </cell>
+         <cell id='82' start-row='24' start-col='6'>
+            <bounding-box x1='546' y1='383' x2='555' y2='391'/>
+            <content>94</content>
+         </cell>
+         <cell id='188' start-row='24' start-col='4'>
+            <bounding-box x1='404' y1='383' x2='417' y2='391'/>
+            <content>100</content>
+         </cell>
+         <cell id='214' start-row='24' start-col='1'>
+            <bounding-box x1='200' y1='383' x2='209' y2='391'/>
+            <content>93</content>
+         </cell>
+         <cell id='295' start-row='24' start-col='2'>
+            <bounding-box x1='273' y1='383' x2='278' y2='391'/>
+            <content>6</content>
+         </cell>
+         <cell id='181' start-row='25' start-col='6'>
+            <bounding-box x1='546' y1='372' x2='555' y2='380'/>
+            <content>95</content>
+         </cell>
+         <cell id='183' start-row='25' start-col='1'>
+            <bounding-box x1='196' y1='372' x2='209' y2='380'/>
+            <content>100</content>
+         </cell>
+         <cell id='191' start-row='25' start-col='2'>
+            <bounding-box x1='273' y1='372' x2='278' y2='380'/>
+            <content>4</content>
+         </cell>
+         <cell id='199' start-row='25' start-col='3'>
+            <bounding-box x1='334' y1='372' x2='348' y2='380'/>
+            <content>100</content>
+         </cell>
+         <cell id='218' start-row='25' start-col='5'>
+            <bounding-box x1='477' y1='372' x2='486' y2='380'/>
+            <content>95</content>
+         </cell>
+         <cell id='224' start-row='25' start-col='0'>
+            <bounding-box x1='38' y1='372' x2='58' y2='380'/>
+            <content>Malta</content>
+         </cell>
+         <cell id='266' start-row='25' start-col='4'>
+            <bounding-box x1='404' y1='372' x2='417' y2='380'/>
+            <content>100</content>
+         </cell>
+         <cell id='63' start-row='26' start-col='1'>
+            <bounding-box x1='196' y1='361' x2='209' y2='369'/>
+            <content>100</content>
+         </cell>
+         <cell id='70' start-row='26' start-col='0'>
+            <bounding-box x1='38' y1='361' x2='68' y2='370'/>
+            <content>Morocco</content>
+         </cell>
+         <cell id='100' start-row='26' start-col='5'>
+            <bounding-box x1='477' y1='361' x2='486' y2='369'/>
+            <content>96</content>
+         </cell>
+         <cell id='108' start-row='26' start-col='4'>
+            <bounding-box x1='408' y1='361' x2='417' y2='369'/>
+            <content>99</content>
+         </cell>
+         <cell id='125' start-row='26' start-col='6'>
+            <bounding-box x1='546' y1='361' x2='555' y2='369'/>
+            <content>95</content>
+         </cell>
+         <cell id='141' start-row='26' start-col='3'>
+            <bounding-box x1='338' y1='361' x2='348' y2='369'/>
+            <content>99</content>
+         </cell>
+         <cell id='153' start-row='26' start-col='2'>
+            <bounding-box x1='273' y1='361' x2='278' y2='369'/>
+            <content>2</content>
+         </cell>
+         <cell id='65' start-row='27' start-col='0'>
+            <bounding-box x1='38' y1='350' x2='80' y2='359'/>
+            <content>Netherlands</content>
+         </cell>
+         <cell id='80' start-row='27' start-col='4'>
+            <bounding-box x1='408' y1='350' x2='417' y2='359'/>
+            <content>92</content>
+         </cell>
+         <cell id='110' start-row='27' start-col='1'>
+            <bounding-box x1='196' y1='350' x2='209' y2='359'/>
+            <content>100</content>
+         </cell>
+         <cell id='155' start-row='27' start-col='5'>
+            <bounding-box x1='477' y1='350' x2='486' y2='359'/>
+            <content>97</content>
+         </cell>
+         <cell id='283' start-row='27' start-col='6'>
+            <bounding-box x1='546' y1='350' x2='555' y2='359'/>
+            <content>89</content>
+         </cell>
+         <cell id='307' start-row='27' start-col='3'>
+            <bounding-box x1='338' y1='350' x2='348' y2='359'/>
+            <content>68</content>
+         </cell>
+         <cell id='318' start-row='27' start-col='2'>
+            <bounding-box x1='273' y1='350' x2='278' y2='359'/>
+            <content>4</content>
+         </cell>
+         <cell id='41' start-row='28' start-col='0'>
+            <bounding-box x1='38' y1='339' x2='84' y2='348'/>
+            <content>NewZealand</content>
+         </cell>
+         <cell id='59' start-row='28' start-col='4'>
+            <bounding-box x1='408' y1='339' x2='417' y2='348'/>
+            <content>99</content>
+         </cell>
+         <cell id='167' start-row='28' start-col='1'>
+            <bounding-box x1='196' y1='339' x2='209' y2='348'/>
+            <content>100</content>
+         </cell>
+         <cell id='176' start-row='28' start-col='2'>
+            <bounding-box x1='273' y1='339' x2='278' y2='348'/>
+            <content>3</content>
+         </cell>
+         <cell id='226' start-row='28' start-col='5'>
+            <bounding-box x1='477' y1='339' x2='486' y2='348'/>
+            <content>94</content>
+         </cell>
+         <cell id='249' start-row='28' start-col='6'>
+            <bounding-box x1='546' y1='339' x2='555' y2='348'/>
+            <content>93</content>
+         </cell>
+         <cell id='291' start-row='28' start-col='3'>
+            <bounding-box x1='338' y1='339' x2='348' y2='348'/>
+            <content>93</content>
+         </cell>
+         <cell id='14' start-row='29' start-col='0'>
+            <bounding-box x1='38' y1='329' x2='114' y2='337'/>
+            <content>NorthernIreland-GBR</content>
+         </cell>
+         <cell id='35' start-row='29' start-col='6'>
+            <bounding-box x1='546' y1='329' x2='555' y2='337'/>
+            <content>79</content>
+         </cell>
+         <cell id='126' start-row='29' start-col='5'>
+            <bounding-box x1='477' y1='329' x2='486' y2='337'/>
+            <content>93</content>
+         </cell>
+         <cell id='154' start-row='29' start-col='1'>
+            <bounding-box x1='196' y1='329' x2='209' y2='337'/>
+            <content>100</content>
+         </cell>
+         <cell id='260' start-row='29' start-col='4'>
+            <bounding-box x1='408' y1='329' x2='417' y2='337'/>
+            <content>85</content>
+         </cell>
+         <cell id='294' start-row='29' start-col='3'>
+            <bounding-box x1='338' y1='329' x2='348' y2='337'/>
+            <content>62</content>
+         </cell>
+         <cell id='328' start-row='29' start-col='2'>
+            <bounding-box x1='273' y1='329' x2='278' y2='337'/>
+            <content>4</content>
+         </cell>
+         <cell id='2' start-row='30' start-col='1'>
+            <bounding-box x1='196' y1='318' x2='209' y2='326'/>
+            <content>100</content>
+         </cell>
+         <cell id='135' start-row='30' start-col='0'>
+            <bounding-box x1='38' y1='318' x2='65' y2='326'/>
+            <content>Norway</content>
+         </cell>
+         <cell id='243' start-row='30' start-col='6'>
+            <bounding-box x1='546' y1='318' x2='555' y2='326'/>
+            <content>71</content>
+         </cell>
+         <cell id='246' start-row='30' start-col='2'>
+            <bounding-box x1='273' y1='318' x2='278' y2='326'/>
+            <content>4</content>
+         </cell>
+         <cell id='259' start-row='30' start-col='5'>
+            <bounding-box x1='477' y1='318' x2='486' y2='326'/>
+            <content>86</content>
+         </cell>
+         <cell id='290' start-row='30' start-col='4'>
+            <bounding-box x1='408' y1='318' x2='417' y2='326'/>
+            <content>83</content>
+         </cell>
+         <cell id='332' start-row='30' start-col='3'>
+            <bounding-box x1='338' y1='318' x2='348' y2='326'/>
+            <content>57</content>
+         </cell>
+         <cell id='102' start-row='31' start-col='1'>
+            <bounding-box x1='196' y1='307' x2='209' y2='315'/>
+            <content>100</content>
+         </cell>
+         <cell id='140' start-row='31' start-col='5'>
+            <bounding-box x1='477' y1='307' x2='486' y2='315'/>
+            <content>98</content>
+         </cell>
+         <cell id='145' start-row='31' start-col='4'>
+            <bounding-box x1='408' y1='307' x2='417' y2='315'/>
+            <content>98</content>
+         </cell>
+         <cell id='164' start-row='31' start-col='6'>
+            <bounding-box x1='546' y1='307' x2='555' y2='315'/>
+            <content>96</content>
+         </cell>
+         <cell id='219' start-row='31' start-col='0'>
+            <bounding-box x1='38' y1='307' x2='60' y2='316'/>
+            <content>Oman</content>
+         </cell>
+         <cell id='223' start-row='31' start-col='3'>
+            <bounding-box x1='338' y1='307' x2='348' y2='315'/>
+            <content>98</content>
+         </cell>
+         <cell id='316' start-row='31' start-col='2'>
+            <bounding-box x1='273' y1='307' x2='278' y2='315'/>
+            <content>2</content>
+         </cell>
+         <cell id='86' start-row='32' start-col='0'>
+            <bounding-box x1='38' y1='296' x2='63' y2='305'/>
+            <content>Poland</content>
+         </cell>
+         <cell id='93' start-row='32' start-col='1'>
+            <bounding-box x1='196' y1='296' x2='209' y2='305'/>
+            <content>100</content>
+         </cell>
+         <cell id='121' start-row='32' start-col='4'>
+            <bounding-box x1='404' y1='296' x2='417' y2='305'/>
+            <content>100</content>
+         </cell>
+         <cell id='233' start-row='32' start-col='6'>
+            <bounding-box x1='546' y1='296' x2='555' y2='305'/>
+            <content>96</content>
+         </cell>
+         <cell id='251' start-row='32' start-col='5'>
+            <bounding-box x1='477' y1='296' x2='486' y2='305'/>
+            <content>96</content>
+         </cell>
+         <cell id='305' start-row='32' start-col='3'>
+            <bounding-box x1='334' y1='296' x2='348' y2='305'/>
+            <content>100</content>
+         </cell>
+         <cell id='320' start-row='32' start-col='2'>
+            <bounding-box x1='273' y1='296' x2='278' y2='305'/>
+            <content>4</content>
+         </cell>
+         <cell id='20' start-row='33' start-col='5'>
+            <bounding-box x1='477' y1='285' x2='486' y2='294'/>
+            <content>95</content>
+         </cell>
+         <cell id='28' start-row='33' start-col='4'>
+            <bounding-box x1='408' y1='285' x2='417' y2='294'/>
+            <content>99</content>
+         </cell>
+         <cell id='131' start-row='33' start-col='1'>
+            <bounding-box x1='196' y1='285' x2='209' y2='294'/>
+            <content>100</content>
+         </cell>
+         <cell id='159' start-row='33' start-col='2'>
+            <bounding-box x1='273' y1='285' x2='278' y2='294'/>
+            <content>3</content>
+         </cell>
+         <cell id='182' start-row='33' start-col='0'>
+            <bounding-box x1='38' y1='285' x2='68' y2='294'/>
+            <content>Portugal</content>
+         </cell>
+         <cell id='314' start-row='33' start-col='3'>
+            <bounding-box x1='338' y1='285' x2='348' y2='294'/>
+            <content>87</content>
+         </cell>
+         <cell id='317' start-row='33' start-col='6'>
+            <bounding-box x1='546' y1='285' x2='555' y2='294'/>
+            <content>93</content>
+         </cell>
+         <cell id='45' start-row='34' start-col='4'>
+            <bounding-box x1='404' y1='275' x2='417' y2='283'/>
+            <content>100</content>
+         </cell>
+         <cell id='67' start-row='34' start-col='1'>
+            <bounding-box x1='196' y1='275' x2='209' y2='283'/>
+            <content>100</content>
+         </cell>
+         <cell id='107' start-row='34' start-col='0'>
+            <bounding-box x1='38' y1='275' x2='58' y2='283'/>
+            <content>Qatar</content>
+         </cell>
+         <cell id='133' start-row='34' start-col='3'>
+            <bounding-box x1='334' y1='275' x2='348' y2='283'/>
+            <content>100</content>
+         </cell>
+         <cell id='144' start-row='34' start-col='6'>
+            <bounding-box x1='546' y1='275' x2='555' y2='283'/>
+            <content>99</content>
+         </cell>
+         <cell id='177' start-row='34' start-col='5'>
+            <bounding-box x1='477' y1='275' x2='486' y2='283'/>
+            <content>99</content>
+         </cell>
+         <cell id='327' start-row='34' start-col='2'>
+            <bounding-box x1='273' y1='275' x2='278' y2='283'/>
+            <content>6</content>
+         </cell>
+         <cell id='91' start-row='35' start-col='0'>
+            <bounding-box x1='38' y1='264' x2='70' y2='272'/>
+            <content>Romania</content>
+         </cell>
+         <cell id='117' start-row='35' start-col='5'>
+            <bounding-box x1='477' y1='264' x2='486' y2='272'/>
+            <content>97</content>
+         </cell>
+         <cell id='197' start-row='35' start-col='1'>
+            <bounding-box x1='196' y1='264' x2='209' y2='272'/>
+            <content>100</content>
+         </cell>
+         <cell id='212' start-row='35' start-col='2'>
+            <bounding-box x1='273' y1='264' x2='278' y2='272'/>
+            <content>4</content>
+         </cell>
+         <cell id='296' start-row='35' start-col='3'>
+            <bounding-box x1='338' y1='264' x2='348' y2='272'/>
+            <content>99</content>
+         </cell>
+         <cell id='299' start-row='35' start-col='6'>
+            <bounding-box x1='546' y1='264' x2='555' y2='272'/>
+            <content>97</content>
+         </cell>
+         <cell id='300' start-row='35' start-col='4'>
+            <bounding-box x1='404' y1='264' x2='417' y2='272'/>
+            <content>100</content>
+         </cell>
+         <cell id='13' start-row='36' start-col='0'>
+            <bounding-box x1='38' y1='253' x2='106' y2='262'/>
+            <content>RussianFederation</content>
+         </cell>
+         <cell id='156' start-row='36' start-col='3'>
+            <bounding-box x1='334' y1='253' x2='348' y2='261'/>
+            <content>100</content>
+         </cell>
+         <cell id='207' start-row='36' start-col='2'>
+            <bounding-box x1='273' y1='253' x2='278' y2='261'/>
+            <content>5</content>
+         </cell>
+         <cell id='221' start-row='36' start-col='4'>
+            <bounding-box x1='404' y1='253' x2='417' y2='261'/>
+            <content>100</content>
+         </cell>
+         <cell id='231' start-row='36' start-col='6'>
+            <bounding-box x1='546' y1='253' x2='555' y2='261'/>
+            <content>98</content>
+         </cell>
+         <cell id='282' start-row='36' start-col='1'>
+            <bounding-box x1='196' y1='253' x2='209' y2='261'/>
+            <content>100</content>
+         </cell>
+         <cell id='298' start-row='36' start-col='5'>
+            <bounding-box x1='477' y1='253' x2='486' y2='261'/>
+            <content>98</content>
+         </cell>
+         <cell id='90' start-row='37' start-col='4'>
+            <bounding-box x1='404' y1='242' x2='417' y2='251'/>
+            <content>100</content>
+         </cell>
+         <cell id='127' start-row='37' start-col='6'>
+            <bounding-box x1='546' y1='242' x2='555' y2='251'/>
+            <content>98</content>
+         </cell>
+         <cell id='152' start-row='37' start-col='0'>
+            <bounding-box x1='38' y1='242' x2='83' y2='251'/>
+            <content>SaudiArabia</content>
+         </cell>
+         <cell id='168' start-row='37' start-col='5'>
+            <bounding-box x1='477' y1='242' x2='486' y2='251'/>
+            <content>98</content>
+         </cell>
+         <cell id='171' start-row='37' start-col='1'>
+            <bounding-box x1='196' y1='242' x2='209' y2='251'/>
+            <content>100</content>
+         </cell>
+         <cell id='186' start-row='37' start-col='2'>
+            <bounding-box x1='273' y1='242' x2='278' y2='251'/>
+            <content>2</content>
+         </cell>
+         <cell id='265' start-row='37' start-col='3'>
+            <bounding-box x1='338' y1='242' x2='348' y2='251'/>
+            <content>95</content>
+         </cell>
+         <cell id='17' start-row='38' start-col='0'>
+            <bounding-box x1='38' y1='231' x2='74' y2='240'/>
+            <content>Singapore</content>
+         </cell>
+         <cell id='57' start-row='38' start-col='2'>
+            <bounding-box x1='273' y1='231' x2='278' y2='240'/>
+            <content>6</content>
+         </cell>
+         <cell id='139' start-row='38' start-col='1'>
+            <bounding-box x1='196' y1='231' x2='209' y2='240'/>
+            <content>100</content>
+         </cell>
+         <cell id='187' start-row='38' start-col='4'>
+            <bounding-box x1='404' y1='231' x2='417' y2='240'/>
+            <content>100</content>
+         </cell>
+         <cell id='198' start-row='38' start-col='3'>
+            <bounding-box x1='334' y1='231' x2='348' y2='240'/>
+            <content>100</content>
+         </cell>
+         <cell id='225' start-row='38' start-col='5'>
+            <bounding-box x1='477' y1='231' x2='486' y2='240'/>
+            <content>96</content>
+         </cell>
+         <cell id='333' start-row='38' start-col='6'>
+            <bounding-box x1='546' y1='231' x2='555' y2='240'/>
+            <content>96</content>
+         </cell>
+         <cell id='7' start-row='39' start-col='0'>
+            <bounding-box x1='38' y1='221' x2='94' y2='229'/>
+            <content>SlovakRepublic</content>
+         </cell>
+         <cell id='18' start-row='39' start-col='3'>
+            <bounding-box x1='338' y1='221' x2='348' y2='229'/>
+            <content>95</content>
+         </cell>
+         <cell id='27' start-row='39' start-col='5'>
+            <bounding-box x1='477' y1='221' x2='486' y2='229'/>
+            <content>97</content>
+         </cell>
+         <cell id='173' start-row='39' start-col='1'>
+            <bounding-box x1='196' y1='221' x2='209' y2='229'/>
+            <content>100</content>
+         </cell>
+         <cell id='203' start-row='39' start-col='6'>
+            <bounding-box x1='546' y1='221' x2='555' y2='229'/>
+            <content>96</content>
+         </cell>
+         <cell id='209' start-row='39' start-col='4'>
+            <bounding-box x1='408' y1='221' x2='417' y2='229'/>
+            <content>99</content>
+         </cell>
+         <cell id='284' start-row='39' start-col='2'>
+            <bounding-box x1='273' y1='221' x2='278' y2='229'/>
+            <content>5</content>
+         </cell>
+         <cell id='40' start-row='40' start-col='1'>
+            <bounding-box x1='196' y1='210' x2='209' y2='218'/>
+            <content>100</content>
+         </cell>
+         <cell id='49' start-row='40' start-col='0'>
+            <bounding-box x1='38' y1='210' x2='68' y2='218'/>
+            <content>Slovenia</content>
+         </cell>
+         <cell id='97' start-row='40' start-col='4'>
+            <bounding-box x1='408' y1='210' x2='417' y2='218'/>
+            <content>97</content>
+         </cell>
+         <cell id='112' start-row='40' start-col='5'>
+            <bounding-box x1='477' y1='210' x2='486' y2='218'/>
+            <content>97</content>
+         </cell>
+         <cell id='216' start-row='40' start-col='2'>
+            <bounding-box x1='273' y1='210' x2='278' y2='218'/>
+            <content>3</content>
+         </cell>
+         <cell id='257' start-row='40' start-col='6'>
+            <bounding-box x1='546' y1='210' x2='555' y2='218'/>
+            <content>95</content>
+         </cell>
+         <cell id='287' start-row='40' start-col='3'>
+            <bounding-box x1='338' y1='210' x2='348' y2='218'/>
+            <content>96</content>
+         </cell>
+         <cell id='68' start-row='41' start-col='0'>
+            <bounding-box x1='38' y1='199' x2='58' y2='208'/>
+            <content>Spain</content>
+         </cell>
+         <cell id='106' start-row='41' start-col='1'>
+            <bounding-box x1='196' y1='199' x2='209' y2='207'/>
+            <content>100</content>
+         </cell>
+         <cell id='130' start-row='41' start-col='5'>
+            <bounding-box x1='477' y1='199' x2='486' y2='207'/>
+            <content>97</content>
+         </cell>
+         <cell id='190' start-row='41' start-col='3'>
+            <bounding-box x1='338' y1='199' x2='348' y2='207'/>
+            <content>96</content>
+         </cell>
+         <cell id='240' start-row='41' start-col='6'>
+            <bounding-box x1='546' y1='199' x2='555' y2='207'/>
+            <content>96</content>
+         </cell>
+         <cell id='268' start-row='41' start-col='4'>
+            <bounding-box x1='408' y1='199' x2='417' y2='207'/>
+            <content>99</content>
+         </cell>
+         <cell id='276' start-row='41' start-col='2'>
+            <bounding-box x1='273' y1='199' x2='278' y2='207'/>
+            <content>5</content>
+         </cell>
+         <cell id='85' start-row='42' start-col='4'>
+            <bounding-box x1='408' y1='188' x2='417' y2='197'/>
+            <content>99</content>
+         </cell>
+         <cell id='118' start-row='42' start-col='1'>
+            <bounding-box x1='196' y1='188' x2='209' y2='197'/>
+            <content>100</content>
+         </cell>
+         <cell id='149' start-row='42' start-col='0'>
+            <bounding-box x1='38' y1='188' x2='67' y2='197'/>
+            <content>Sweden</content>
+         </cell>
+         <cell id='151' start-row='42' start-col='3'>
+            <bounding-box x1='338' y1='188' x2='348' y2='197'/>
+            <content>97</content>
+         </cell>
+         <cell id='193' start-row='42' start-col='5'>
+            <bounding-box x1='477' y1='188' x2='486' y2='197'/>
+            <content>92</content>
+         </cell>
+         <cell id='312' start-row='42' start-col='6'>
+            <bounding-box x1='546' y1='188' x2='555' y2='197'/>
+            <content>91</content>
+         </cell>
+         <cell id='325' start-row='42' start-col='2'>
+            <bounding-box x1='273' y1='188' x2='278' y2='197'/>
+            <content>4</content>
+         </cell>
+         <cell id='21' start-row='43' start-col='3'>
+            <bounding-box x1='338' y1='177' x2='348' y2='186'/>
+            <content>99</content>
+         </cell>
+         <cell id='33' start-row='43' start-col='0'>
+            <bounding-box x1='38' y1='177' x2='109' y2='186'/>
+            <content>Trinidad andTobago</content>
+         </cell>
+         <cell id='113' start-row='43' start-col='2'>
+            <bounding-box x1='273' y1='177' x2='278' y2='186'/>
+            <content>1</content>
+         </cell>
+         <cell id='205' start-row='43' start-col='1'>
+            <bounding-box x1='196' y1='177' x2='209' y2='186'/>
+            <content>100</content>
+         </cell>
+         <cell id='274' start-row='43' start-col='4'>
+            <bounding-box x1='408' y1='177' x2='417' y2='186'/>
+            <content>99</content>
+         </cell>
+         <cell id='292' start-row='43' start-col='5'>
+            <bounding-box x1='477' y1='177' x2='486' y2='186'/>
+            <content>96</content>
+         </cell>
+         <cell id='293' start-row='43' start-col='6'>
+            <bounding-box x1='546' y1='177' x2='555' y2='186'/>
+            <content>95</content>
+         </cell>
+         <cell id='23' start-row='44' start-col='3'>
+            <bounding-box x1='334' y1='167' x2='348' y2='175'/>
+            <content>100</content>
+         </cell>
+         <cell id='24' start-row='44' start-col='4'>
+            <bounding-box x1='404' y1='167' x2='417' y2='175'/>
+            <content>100</content>
+         </cell>
+         <cell id='47' start-row='44' start-col='6'>
+            <bounding-box x1='546' y1='167' x2='555' y2='175'/>
+            <content>97</content>
+         </cell>
+         <cell id='62' start-row='44' start-col='0'>
+            <bounding-box x1='38' y1='167' x2='112' y2='175'/>
+            <content>United Arab Emirates</content>
+         </cell>
+         <cell id='210' start-row='44' start-col='5'>
+            <bounding-box x1='477' y1='167' x2='486' y2='175'/>
+            <content>97</content>
+         </cell>
+         <cell id='242' start-row='44' start-col='2'>
+            <bounding-box x1='273' y1='167' x2='278' y2='175'/>
+            <content>3</content>
+         </cell>
+         <cell id='319' start-row='44' start-col='1'>
+            <bounding-box x1='196' y1='167' x2='209' y2='175'/>
+            <content>100</content>
+         </cell>
+         <cell id='19' start-row='45' start-col='1'>
+            <bounding-box x1='196' y1='156' x2='209' y2='164'/>
+            <content>100</content>
+         </cell>
+         <cell id='81' start-row='45' start-col='3'>
+            <bounding-box x1='338' y1='156' x2='348' y2='164'/>
+            <content>80</content>
+         </cell>
+         <cell id='192' start-row='45' start-col='6'>
+            <bounding-box x1='546' y1='156' x2='555' y2='164'/>
+            <content>81</content>
+         </cell>
+         <cell id='195' start-row='45' start-col='5'>
+            <bounding-box x1='477' y1='156' x2='486' y2='164'/>
+            <content>96</content>
+         </cell>
+         <cell id='264' start-row='45' start-col='2'>
+            <bounding-box x1='273' y1='156' x2='278' y2='164'/>
+            <content>7</content>
+         </cell>
+         <cell id='267' start-row='45' start-col='4'>
+            <bounding-box x1='408' y1='156' x2='417' y2='164'/>
+            <content>85</content>
+         </cell>
+         <cell id='143' start-row='45' start-col='0'>
+            <bounding-box x1='38' y1='155' x2='85' y2='164'/>
+            <content>United States</content>
+         </cell>
+         <cell id='318' start-row='0' start-col='1'>
+            <bounding-box x1='145' y1='642' x2='208' y2='678'/>
+            <content>Percentage of
+international
+desired population
+coverage</content>
+            <instruction instr-id='482' subinstr-id='0'/>
+            <instruction instr-id='482' subinstr-id='2'/>
+            <instruction instr-id='482' subinstr-id='4'/>
+            <instruction instr-id='482' subinstr-id='6'/>
+            <instruction instr-id='482' subinstr-id='8'/>
+            <instruction instr-id='482' subinstr-id='10'/>
+            <instruction instr-id='482' subinstr-id='12'/>
+            <instruction instr-id='482' subinstr-id='16'/>
+            <instruction instr-id='482' subinstr-id='18'/>
+            <instruction instr-id='484' subinstr-id='0'/>
+            <instruction instr-id='484' subinstr-id='2'/>
+            <instruction instr-id='484' subinstr-id='4'/>
+            <instruction instr-id='484' subinstr-id='6'/>
+            <instruction instr-id='484' subinstr-id='8'/>
+            <instruction instr-id='484' subinstr-id='10'/>
+            <instruction instr-id='484' subinstr-id='12'/>
+            <instruction instr-id='484' subinstr-id='14'/>
+            <instruction instr-id='484' subinstr-id='16'/>
+            <instruction instr-id='484' subinstr-id='18'/>
+            <instruction instr-id='484' subinstr-id='20'/>
+            <instruction instr-id='484' subinstr-id='22'/>
+            <instruction instr-id='486' subinstr-id='0'/>
+            <instruction instr-id='486' subinstr-id='2'/>
+            <instruction instr-id='486' subinstr-id='4'/>
+            <instruction instr-id='486' subinstr-id='6'/>
+            <instruction instr-id='486' subinstr-id='8'/>
+            <instruction instr-id='486' subinstr-id='12'/>
+            <instruction instr-id='486' subinstr-id='14'/>
+            <instruction instr-id='486' subinstr-id='16'/>
+            <instruction instr-id='486' subinstr-id='18'/>
+            <instruction instr-id='486' subinstr-id='20'/>
+            <instruction instr-id='486' subinstr-id='22'/>
+            <instruction instr-id='486' subinstr-id='24'/>
+            <instruction instr-id='486' subinstr-id='26'/>
+            <instruction instr-id='486' subinstr-id='28'/>
+            <instruction instr-id='486' subinstr-id='30'/>
+            <instruction instr-id='489' subinstr-id='0'/>
+            <instruction instr-id='489' subinstr-id='2'/>
+            <instruction instr-id='489' subinstr-id='4'/>
+            <instruction instr-id='489' subinstr-id='6'/>
+            <instruction instr-id='489' subinstr-id='8'/>
+         </cell>
+         <cell id='319' start-row='0' start-col='2'>
+            <bounding-box x1='217' y1='642' x2='277' y2='668'/>
+            <content>National desired
+population overall
+exclusion rate</content>
+            <instruction instr-id='492' subinstr-id='0'/>
+            <instruction instr-id='492' subinstr-id='2'/>
+            <instruction instr-id='492' subinstr-id='4'/>
+            <instruction instr-id='492' subinstr-id='6'/>
+            <instruction instr-id='492' subinstr-id='8'/>
+            <instruction instr-id='492' subinstr-id='10'/>
+            <instruction instr-id='492' subinstr-id='12'/>
+            <instruction instr-id='492' subinstr-id='14'/>
+            <instruction instr-id='492' subinstr-id='18'/>
+            <instruction instr-id='492' subinstr-id='20'/>
+            <instruction instr-id='492' subinstr-id='22'/>
+            <instruction instr-id='492' subinstr-id='24'/>
+            <instruction instr-id='492' subinstr-id='26'/>
+            <instruction instr-id='495' subinstr-id='0'/>
+            <instruction instr-id='495' subinstr-id='2'/>
+            <instruction instr-id='495' subinstr-id='4'/>
+            <instruction instr-id='495' subinstr-id='6'/>
+            <instruction instr-id='495' subinstr-id='8'/>
+            <instruction instr-id='495' subinstr-id='10'/>
+            <instruction instr-id='495' subinstr-id='12'/>
+            <instruction instr-id='495' subinstr-id='14'/>
+            <instruction instr-id='495' subinstr-id='16'/>
+            <instruction instr-id='495' subinstr-id='18'/>
+            <instruction instr-id='495' subinstr-id='22'/>
+            <instruction instr-id='495' subinstr-id='24'/>
+            <instruction instr-id='495' subinstr-id='26'/>
+            <instruction instr-id='495' subinstr-id='28'/>
+            <instruction instr-id='495' subinstr-id='30'/>
+            <instruction instr-id='498' subinstr-id='0'/>
+            <instruction instr-id='498' subinstr-id='2'/>
+            <instruction instr-id='498' subinstr-id='4'/>
+            <instruction instr-id='498' subinstr-id='6'/>
+            <instruction instr-id='498' subinstr-id='8'/>
+            <instruction instr-id='498' subinstr-id='10'/>
+            <instruction instr-id='498' subinstr-id='14'/>
+            <instruction instr-id='498' subinstr-id='16'/>
+            <instruction instr-id='498' subinstr-id='18'/>
+         </cell>
+         <cell id='320' start-row='0' start-col='3'>
+            <bounding-box x1='283' y1='642' x2='347' y2='668'/>
+            <content>Weighted school
+participation rate
+before substitution</content>
+            <instruction instr-id='500' subinstr-id='0'/>
+            <instruction instr-id='500' subinstr-id='2'/>
+            <instruction instr-id='500' subinstr-id='4'/>
+            <instruction instr-id='500' subinstr-id='6'/>
+            <instruction instr-id='500' subinstr-id='8'/>
+            <instruction instr-id='500' subinstr-id='10'/>
+            <instruction instr-id='500' subinstr-id='12'/>
+            <instruction instr-id='500' subinstr-id='14'/>
+            <instruction instr-id='500' subinstr-id='18'/>
+            <instruction instr-id='500' subinstr-id='20'/>
+            <instruction instr-id='500' subinstr-id='22'/>
+            <instruction instr-id='500' subinstr-id='24'/>
+            <instruction instr-id='502' subinstr-id='0'/>
+            <instruction instr-id='502' subinstr-id='2'/>
+            <instruction instr-id='502' subinstr-id='4'/>
+            <instruction instr-id='502' subinstr-id='6'/>
+            <instruction instr-id='502' subinstr-id='8'/>
+            <instruction instr-id='502' subinstr-id='10'/>
+            <instruction instr-id='502' subinstr-id='12'/>
+            <instruction instr-id='502' subinstr-id='14'/>
+            <instruction instr-id='502' subinstr-id='16'/>
+            <instruction instr-id='502' subinstr-id='18'/>
+            <instruction instr-id='502' subinstr-id='20'/>
+            <instruction instr-id='502' subinstr-id='24'/>
+            <instruction instr-id='502' subinstr-id='26'/>
+            <instruction instr-id='502' subinstr-id='28'/>
+            <instruction instr-id='504' subinstr-id='0'/>
+            <instruction instr-id='504' subinstr-id='2'/>
+            <instruction instr-id='504' subinstr-id='4'/>
+            <instruction instr-id='504' subinstr-id='6'/>
+            <instruction instr-id='504' subinstr-id='8'/>
+            <instruction instr-id='504' subinstr-id='12'/>
+            <instruction instr-id='504' subinstr-id='14'/>
+            <instruction instr-id='504' subinstr-id='16'/>
+            <instruction instr-id='504' subinstr-id='18'/>
+            <instruction instr-id='504' subinstr-id='20'/>
+            <instruction instr-id='504' subinstr-id='22'/>
+            <instruction instr-id='504' subinstr-id='24'/>
+            <instruction instr-id='504' subinstr-id='26'/>
+            <instruction instr-id='504' subinstr-id='28'/>
+            <instruction instr-id='504' subinstr-id='30'/>
+         </cell>
+         <cell id='321' start-row='0' start-col='4'>
+            <bounding-box x1='358' y1='642' x2='416' y2='668'/>
+            <content>Weighted school
+participation rate
+after substitution</content>
+            <instruction instr-id='506' subinstr-id='0'/>
+            <instruction instr-id='506' subinstr-id='2'/>
+            <instruction instr-id='506' subinstr-id='4'/>
+            <instruction instr-id='506' subinstr-id='6'/>
+            <instruction instr-id='506' subinstr-id='8'/>
+            <instruction instr-id='506' subinstr-id='10'/>
+            <instruction instr-id='506' subinstr-id='12'/>
+            <instruction instr-id='506' subinstr-id='14'/>
+            <instruction instr-id='506' subinstr-id='18'/>
+            <instruction instr-id='506' subinstr-id='20'/>
+            <instruction instr-id='506' subinstr-id='22'/>
+            <instruction instr-id='506' subinstr-id='24'/>
+            <instruction instr-id='508' subinstr-id='0'/>
+            <instruction instr-id='508' subinstr-id='2'/>
+            <instruction instr-id='508' subinstr-id='4'/>
+            <instruction instr-id='508' subinstr-id='6'/>
+            <instruction instr-id='508' subinstr-id='8'/>
+            <instruction instr-id='508' subinstr-id='10'/>
+            <instruction instr-id='508' subinstr-id='12'/>
+            <instruction instr-id='508' subinstr-id='14'/>
+            <instruction instr-id='508' subinstr-id='16'/>
+            <instruction instr-id='508' subinstr-id='18'/>
+            <instruction instr-id='508' subinstr-id='20'/>
+            <instruction instr-id='508' subinstr-id='24'/>
+            <instruction instr-id='508' subinstr-id='26'/>
+            <instruction instr-id='508' subinstr-id='28'/>
+            <instruction instr-id='510' subinstr-id='0'/>
+            <instruction instr-id='510' subinstr-id='2'/>
+            <instruction instr-id='510' subinstr-id='4'/>
+            <instruction instr-id='510' subinstr-id='6'/>
+            <instruction instr-id='510' subinstr-id='8'/>
+            <instruction instr-id='510' subinstr-id='10'/>
+            <instruction instr-id='510' subinstr-id='12'/>
+            <instruction instr-id='510' subinstr-id='14'/>
+            <instruction instr-id='510' subinstr-id='16'/>
+            <instruction instr-id='510' subinstr-id='18'/>
+            <instruction instr-id='510' subinstr-id='20'/>
+            <instruction instr-id='510' subinstr-id='22'/>
+            <instruction instr-id='510' subinstr-id='24'/>
+            <instruction instr-id='510' subinstr-id='26'/>
+            <instruction instr-id='510' subinstr-id='28'/>
+         </cell>
+         <cell id='322' start-row='0' start-col='5'>
+            <bounding-box x1='425' y1='642' x2='485' y2='659'/>
+            <content>Weighted student
+response rate</content>
+            <instruction instr-id='512' subinstr-id='0'/>
+            <instruction instr-id='512' subinstr-id='2'/>
+            <instruction instr-id='512' subinstr-id='4'/>
+            <instruction instr-id='512' subinstr-id='6'/>
+            <instruction instr-id='512' subinstr-id='8'/>
+            <instruction instr-id='512' subinstr-id='10'/>
+            <instruction instr-id='512' subinstr-id='12'/>
+            <instruction instr-id='512' subinstr-id='14'/>
+            <instruction instr-id='512' subinstr-id='18'/>
+            <instruction instr-id='512' subinstr-id='20'/>
+            <instruction instr-id='512' subinstr-id='22'/>
+            <instruction instr-id='512' subinstr-id='24'/>
+            <instruction instr-id='512' subinstr-id='26'/>
+            <instruction instr-id='512' subinstr-id='28'/>
+            <instruction instr-id='514' subinstr-id='0'/>
+            <instruction instr-id='514' subinstr-id='2'/>
+            <instruction instr-id='514' subinstr-id='4'/>
+            <instruction instr-id='514' subinstr-id='6'/>
+            <instruction instr-id='514' subinstr-id='8'/>
+            <instruction instr-id='514' subinstr-id='12'/>
+            <instruction instr-id='514' subinstr-id='14'/>
+            <instruction instr-id='514' subinstr-id='16'/>
+         </cell>
+         <cell id='323' start-row='0' start-col='6'>
+            <bounding-box x1='498' y1='642' x2='554' y2='687'/>
+            <content>Combined
+weighted school
+participation
+and student
+response rate</content>
+            <instruction instr-id='516' subinstr-id='0'/>
+            <instruction instr-id='516' subinstr-id='2'/>
+            <instruction instr-id='516' subinstr-id='4'/>
+            <instruction instr-id='516' subinstr-id='6'/>
+            <instruction instr-id='516' subinstr-id='8'/>
+            <instruction instr-id='516' subinstr-id='10'/>
+            <instruction instr-id='516' subinstr-id='12'/>
+            <instruction instr-id='519' subinstr-id='0'/>
+            <instruction instr-id='519' subinstr-id='2'/>
+            <instruction instr-id='519' subinstr-id='4'/>
+            <instruction instr-id='519' subinstr-id='6'/>
+            <instruction instr-id='519' subinstr-id='8'/>
+            <instruction instr-id='519' subinstr-id='10'/>
+            <instruction instr-id='519' subinstr-id='12'/>
+            <instruction instr-id='519' subinstr-id='14'/>
+            <instruction instr-id='519' subinstr-id='18'/>
+            <instruction instr-id='519' subinstr-id='20'/>
+            <instruction instr-id='519' subinstr-id='22'/>
+            <instruction instr-id='519' subinstr-id='24'/>
+            <instruction instr-id='522' subinstr-id='0'/>
+            <instruction instr-id='522' subinstr-id='2'/>
+            <instruction instr-id='522' subinstr-id='4'/>
+            <instruction instr-id='522' subinstr-id='6'/>
+            <instruction instr-id='522' subinstr-id='8'/>
+            <instruction instr-id='522' subinstr-id='10'/>
+            <instruction instr-id='522' subinstr-id='12'/>
+            <instruction instr-id='522' subinstr-id='14'/>
+            <instruction instr-id='522' subinstr-id='16'/>
+            <instruction instr-id='522' subinstr-id='18'/>
+            <instruction instr-id='522' subinstr-id='20'/>
+            <instruction instr-id='524' subinstr-id='0'/>
+            <instruction instr-id='524' subinstr-id='2'/>
+            <instruction instr-id='524' subinstr-id='4'/>
+            <instruction instr-id='524' subinstr-id='8'/>
+            <instruction instr-id='524' subinstr-id='10'/>
+            <instruction instr-id='524' subinstr-id='12'/>
+            <instruction instr-id='524' subinstr-id='14'/>
+            <instruction instr-id='524' subinstr-id='16'/>
+            <instruction instr-id='524' subinstr-id='18'/>
+            <instruction instr-id='526' subinstr-id='0'/>
+            <instruction instr-id='526' subinstr-id='2'/>
+            <instruction instr-id='526' subinstr-id='4'/>
+            <instruction instr-id='526' subinstr-id='6'/>
+            <instruction instr-id='526' subinstr-id='8'/>
+            <instruction instr-id='526' subinstr-id='12'/>
+            <instruction instr-id='526' subinstr-id='14'/>
+            <instruction instr-id='526' subinstr-id='16'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' col-increment='0' row-increment='0' page='3'>
+         <cell id='5' start-row='1' start-col='0'>
+            <bounding-box x1='56' y1='631' x2='100' y2='639'/>
+            <content>Alberta-CAN</content>
+         </cell>
+         <cell id='23' start-row='1' start-col='4'>
+            <bounding-box x1='426' y1='631' x2='435' y2='639'/>
+            <content>99</content>
+         </cell>
+         <cell id='47' start-row='1' start-col='6'>
+            <bounding-box x1='564' y1='631' x2='573' y2='639'/>
+            <content>94</content>
+         </cell>
+         <cell id='48' start-row='1' start-col='2'>
+            <bounding-box x1='291' y1='631' x2='296' y2='639'/>
+            <content>7</content>
+         </cell>
+         <cell id='61' start-row='1' start-col='1'>
+            <bounding-box x1='214' y1='631' x2='227' y2='639'/>
+            <content>100</content>
+         </cell>
+         <cell id='63' start-row='1' start-col='3'>
+            <bounding-box x1='356' y1='631' x2='366' y2='639'/>
+            <content>97</content>
+         </cell>
+         <cell id='71' start-row='1' start-col='5'>
+            <bounding-box x1='495' y1='631' x2='504' y2='639'/>
+            <content>95</content>
+         </cell>
+         <cell id='9' start-row='2' start-col='0'>
+            <bounding-box x1='56' y1='620' x2='101' y2='629'/>
+            <content>Ontario-CAN</content>
+         </cell>
+         <cell id='45' start-row='2' start-col='3'>
+            <bounding-box x1='356' y1='620' x2='366' y2='629'/>
+            <content>99</content>
+         </cell>
+         <cell id='49' start-row='2' start-col='5'>
+            <bounding-box x1='495' y1='620' x2='504' y2='629'/>
+            <content>96</content>
+         </cell>
+         <cell id='53' start-row='2' start-col='6'>
+            <bounding-box x1='564' y1='620' x2='573' y2='629'/>
+            <content>95</content>
+         </cell>
+         <cell id='64' start-row='2' start-col='4'>
+            <bounding-box x1='426' y1='620' x2='435' y2='629'/>
+            <content>99</content>
+         </cell>
+         <cell id='65' start-row='2' start-col='1'>
+            <bounding-box x1='214' y1='620' x2='227' y2='629'/>
+            <content>100</content>
+         </cell>
+         <cell id='78' start-row='2' start-col='2'>
+            <bounding-box x1='291' y1='620' x2='296' y2='629'/>
+            <content>8</content>
+         </cell>
+         <cell id='1' start-row='3' start-col='0'>
+            <bounding-box x1='56' y1='609' x2='103' y2='618'/>
+            <content>Quebec-CAN</content>
+         </cell>
+         <cell id='22' start-row='3' start-col='6'>
+            <bounding-box x1='564' y1='609' x2='573' y2='618'/>
+            <content>92</content>
+         </cell>
+         <cell id='41' start-row='3' start-col='1'>
+            <bounding-box x1='214' y1='609' x2='227' y2='618'/>
+            <content>100</content>
+         </cell>
+         <cell id='43' start-row='3' start-col='4'>
+            <bounding-box x1='426' y1='609' x2='435' y2='618'/>
+            <content>96</content>
+         </cell>
+         <cell id='58' start-row='3' start-col='5'>
+            <bounding-box x1='495' y1='609' x2='504' y2='618'/>
+            <content>96</content>
+         </cell>
+         <cell id='62' start-row='3' start-col='3'>
+            <bounding-box x1='356' y1='609' x2='366' y2='618'/>
+            <content>95</content>
+         </cell>
+         <cell id='68' start-row='3' start-col='2'>
+            <bounding-box x1='291' y1='609' x2='296' y2='618'/>
+            <content>4</content>
+         </cell>
+         <cell id='27' start-row='4' start-col='0'>
+            <bounding-box x1='56' y1='599' x2='101' y2='607'/>
+            <content>Maltese-MLT</content>
+         </cell>
+         <cell id='39' start-row='4' start-col='1'>
+            <bounding-box x1='214' y1='599' x2='227' y2='607'/>
+            <content>100</content>
+         </cell>
+         <cell id='54' start-row='4' start-col='3'>
+            <bounding-box x1='352' y1='599' x2='366' y2='607'/>
+            <content>100</content>
+         </cell>
+         <cell id='59' start-row='4' start-col='6'>
+            <bounding-box x1='564' y1='599' x2='573' y2='607'/>
+            <content>94</content>
+         </cell>
+         <cell id='66' start-row='4' start-col='4'>
+            <bounding-box x1='422' y1='599' x2='435' y2='607'/>
+            <content>100</content>
+         </cell>
+         <cell id='76' start-row='4' start-col='5'>
+            <bounding-box x1='495' y1='599' x2='504' y2='607'/>
+            <content>94</content>
+         </cell>
+         <cell id='77' start-row='4' start-col='2'>
+            <bounding-box x1='291' y1='599' x2='296' y2='607'/>
+            <content>4</content>
+         </cell>
+         <cell id='2' start-row='5' start-col='0'>
+            <bounding-box x1='56' y1='588' x2='109' y2='596'/>
+            <content>Andalusia-ESP</content>
+         </cell>
+         <cell id='11' start-row='5' start-col='2'>
+            <bounding-box x1='291' y1='588' x2='296' y2='596'/>
+            <content>5</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='3'>
+            <bounding-box x1='356' y1='588' x2='366' y2='596'/>
+            <content>99</content>
+         </cell>
+         <cell id='56' start-row='5' start-col='6'>
+            <bounding-box x1='564' y1='588' x2='573' y2='596'/>
+            <content>96</content>
+         </cell>
+         <cell id='69' start-row='5' start-col='5'>
+            <bounding-box x1='495' y1='588' x2='504' y2='596'/>
+            <content>97</content>
+         </cell>
+         <cell id='70' start-row='5' start-col='1'>
+            <bounding-box x1='214' y1='588' x2='227' y2='596'/>
+            <content>100</content>
+         </cell>
+         <cell id='72' start-row='5' start-col='4'>
+            <bounding-box x1='426' y1='588' x2='435' y2='596'/>
+            <content>99</content>
+         </cell>
+         <cell id='3' start-row='6' start-col='0'>
+            <bounding-box x1='56' y1='577' x2='111' y2='586'/>
+            <content>AbuDhabi-UAE</content>
+         </cell>
+         <cell id='4' start-row='6' start-col='1'>
+            <bounding-box x1='214' y1='577' x2='227' y2='585'/>
+            <content>100</content>
+         </cell>
+         <cell id='19' start-row='6' start-col='3'>
+            <bounding-box x1='356' y1='577' x2='366' y2='585'/>
+            <content>99</content>
+         </cell>
+         <cell id='21' start-row='6' start-col='6'>
+            <bounding-box x1='564' y1='577' x2='573' y2='585'/>
+            <content>96</content>
+         </cell>
+         <cell id='42' start-row='6' start-col='5'>
+            <bounding-box x1='495' y1='577' x2='504' y2='585'/>
+            <content>97</content>
+         </cell>
+         <cell id='44' start-row='6' start-col='4'>
+            <bounding-box x1='426' y1='577' x2='435' y2='585'/>
+            <content>99</content>
+         </cell>
+         <cell id='55' start-row='6' start-col='2'>
+            <bounding-box x1='291' y1='577' x2='296' y2='585'/>
+            <content>3</content>
+         </cell>
+         <cell id='10' start-row='7' start-col='5'>
+            <bounding-box x1='495' y1='566' x2='504' y2='575'/>
+            <content>96</content>
+         </cell>
+         <cell id='13' start-row='7' start-col='0'>
+            <bounding-box x1='56' y1='566' x2='95' y2='575'/>
+            <content>Dubai-UAE</content>
+         </cell>
+         <cell id='24' start-row='7' start-col='1'>
+            <bounding-box x1='214' y1='566' x2='227' y2='575'/>
+            <content>100</content>
+         </cell>
+         <cell id='46' start-row='7' start-col='6'>
+            <bounding-box x1='564' y1='566' x2='573' y2='575'/>
+            <content>94</content>
+         </cell>
+         <cell id='50' start-row='7' start-col='4'>
+            <bounding-box x1='426' y1='566' x2='435' y2='575'/>
+            <content>99</content>
+         </cell>
+         <cell id='74' start-row='7' start-col='2'>
+            <bounding-box x1='291' y1='566' x2='296' y2='575'/>
+            <content>5</content>
+         </cell>
+         <cell id='75' start-row='7' start-col='3'>
+            <bounding-box x1='356' y1='566' x2='366' y2='575'/>
+            <content>99</content>
+         </cell>
+         <cell id='32' start-row='8' start-col='6'>
+            <bounding-box x1='563' y1='556' x2='573' y2='564'/>
+            <content>91</content>
+         </cell>
+         <cell id='34' start-row='8' start-col='3'>
+            <bounding-box x1='356' y1='556' x2='366' y2='564'/>
+            <content>96</content>
+         </cell>
+         <cell id='37' start-row='8' start-col='2'>
+            <bounding-box x1='287' y1='556' x2='296' y2='564'/>
+            <content>13</content>
+         </cell>
+         <cell id='52' start-row='8' start-col='4'>
+            <bounding-box x1='425' y1='556' x2='435' y2='564'/>
+            <content>96</content>
+         </cell>
+         <cell id='60' start-row='8' start-col='1'>
+            <bounding-box x1='218' y1='556' x2='227' y2='564'/>
+            <content>89</content>
+         </cell>
+         <cell id='67' start-row='8' start-col='0'>
+            <bounding-box x1='56' y1='556' x2='99' y2='564'/>
+            <content>Florida-USA</content>
+         </cell>
+         <cell id='73' start-row='8' start-col='5'>
+            <bounding-box x1='494' y1='556' x2='504' y2='564'/>
+            <content>95</content>
+         </cell>
+         <cell id='57' start-row='0' start-col='0'>
+            <bounding-box x1='56' y1='642' x2='120' y2='659'/>
+            <content>Benchmarking
+educationsystems</content>
+            <instruction instr-id='202' subinstr-id='0'/>
+            <instruction instr-id='202' subinstr-id='2'/>
+            <instruction instr-id='202' subinstr-id='4'/>
+            <instruction instr-id='202' subinstr-id='6'/>
+            <instruction instr-id='202' subinstr-id='8'/>
+            <instruction instr-id='202' subinstr-id='10'/>
+            <instruction instr-id='202' subinstr-id='12'/>
+            <instruction instr-id='206' subinstr-id='0'/>
+            <instruction instr-id='206' subinstr-id='2'/>
+            <instruction instr-id='206' subinstr-id='4'/>
+            <instruction instr-id='206' subinstr-id='6'/>
+            <instruction instr-id='206' subinstr-id='8'/>
+            <instruction instr-id='206' subinstr-id='10'/>
+            <instruction instr-id='206' subinstr-id='12'/>
+            <instruction instr-id='206' subinstr-id='14'/>
+            <instruction instr-id='206' subinstr-id='18'/>
+            <instruction instr-id='206' subinstr-id='20'/>
+            <instruction instr-id='206' subinstr-id='22'/>
+         </cell>
+         <cell id='58' start-row='0' start-col='1'>
+            <bounding-box x1='163' y1='642' x2='226' y2='678'/>
+            <content>Percentageof
+international
+desiredpopulation
+coverage</content>
+            <instruction instr-id='208' subinstr-id='0'/>
+            <instruction instr-id='208' subinstr-id='2'/>
+            <instruction instr-id='208' subinstr-id='4'/>
+            <instruction instr-id='208' subinstr-id='6'/>
+            <instruction instr-id='208' subinstr-id='8'/>
+            <instruction instr-id='208' subinstr-id='10'/>
+            <instruction instr-id='208' subinstr-id='12'/>
+            <instruction instr-id='208' subinstr-id='16'/>
+            <instruction instr-id='208' subinstr-id='18'/>
+            <instruction instr-id='210' subinstr-id='0'/>
+            <instruction instr-id='210' subinstr-id='2'/>
+            <instruction instr-id='210' subinstr-id='4'/>
+            <instruction instr-id='210' subinstr-id='6'/>
+            <instruction instr-id='210' subinstr-id='8'/>
+            <instruction instr-id='210' subinstr-id='10'/>
+            <instruction instr-id='210' subinstr-id='12'/>
+            <instruction instr-id='210' subinstr-id='14'/>
+            <instruction instr-id='210' subinstr-id='16'/>
+            <instruction instr-id='210' subinstr-id='18'/>
+            <instruction instr-id='210' subinstr-id='20'/>
+            <instruction instr-id='210' subinstr-id='22'/>
+            <instruction instr-id='212' subinstr-id='0'/>
+            <instruction instr-id='212' subinstr-id='2'/>
+            <instruction instr-id='212' subinstr-id='4'/>
+            <instruction instr-id='212' subinstr-id='6'/>
+            <instruction instr-id='212' subinstr-id='8'/>
+            <instruction instr-id='212' subinstr-id='12'/>
+            <instruction instr-id='212' subinstr-id='14'/>
+            <instruction instr-id='212' subinstr-id='16'/>
+            <instruction instr-id='212' subinstr-id='18'/>
+            <instruction instr-id='212' subinstr-id='20'/>
+            <instruction instr-id='212' subinstr-id='22'/>
+            <instruction instr-id='212' subinstr-id='24'/>
+            <instruction instr-id='212' subinstr-id='26'/>
+            <instruction instr-id='212' subinstr-id='28'/>
+            <instruction instr-id='212' subinstr-id='30'/>
+            <instruction instr-id='215' subinstr-id='0'/>
+            <instruction instr-id='215' subinstr-id='2'/>
+            <instruction instr-id='215' subinstr-id='4'/>
+            <instruction instr-id='215' subinstr-id='6'/>
+            <instruction instr-id='215' subinstr-id='8'/>
+         </cell>
+         <cell id='59' start-row='0' start-col='2'>
+            <bounding-box x1='235' y1='642' x2='295' y2='668'/>
+            <content>Nationaldesired
+populationoverall
+exclusionrate</content>
+            <instruction instr-id='218' subinstr-id='0'/>
+            <instruction instr-id='218' subinstr-id='2'/>
+            <instruction instr-id='218' subinstr-id='4'/>
+            <instruction instr-id='218' subinstr-id='6'/>
+            <instruction instr-id='218' subinstr-id='8'/>
+            <instruction instr-id='218' subinstr-id='10'/>
+            <instruction instr-id='218' subinstr-id='12'/>
+            <instruction instr-id='218' subinstr-id='14'/>
+            <instruction instr-id='218' subinstr-id='18'/>
+            <instruction instr-id='218' subinstr-id='20'/>
+            <instruction instr-id='218' subinstr-id='22'/>
+            <instruction instr-id='218' subinstr-id='24'/>
+            <instruction instr-id='218' subinstr-id='26'/>
+            <instruction instr-id='221' subinstr-id='0'/>
+            <instruction instr-id='221' subinstr-id='2'/>
+            <instruction instr-id='221' subinstr-id='4'/>
+            <instruction instr-id='221' subinstr-id='6'/>
+            <instruction instr-id='221' subinstr-id='8'/>
+            <instruction instr-id='221' subinstr-id='10'/>
+            <instruction instr-id='221' subinstr-id='12'/>
+            <instruction instr-id='221' subinstr-id='14'/>
+            <instruction instr-id='221' subinstr-id='16'/>
+            <instruction instr-id='221' subinstr-id='18'/>
+            <instruction instr-id='221' subinstr-id='22'/>
+            <instruction instr-id='221' subinstr-id='24'/>
+            <instruction instr-id='221' subinstr-id='26'/>
+            <instruction instr-id='221' subinstr-id='28'/>
+            <instruction instr-id='221' subinstr-id='30'/>
+            <instruction instr-id='224' subinstr-id='0'/>
+            <instruction instr-id='224' subinstr-id='2'/>
+            <instruction instr-id='224' subinstr-id='4'/>
+            <instruction instr-id='224' subinstr-id='6'/>
+            <instruction instr-id='224' subinstr-id='8'/>
+            <instruction instr-id='224' subinstr-id='10'/>
+            <instruction instr-id='224' subinstr-id='14'/>
+            <instruction instr-id='224' subinstr-id='16'/>
+            <instruction instr-id='224' subinstr-id='18'/>
+         </cell>
+         <cell id='60' start-row='0' start-col='3'>
+            <bounding-box x1='301' y1='642' x2='365' y2='668'/>
+            <content>Weightedschool
+participationrate
+beforesubstitution</content>
+            <instruction instr-id='226' subinstr-id='0'/>
+            <instruction instr-id='226' subinstr-id='2'/>
+            <instruction instr-id='226' subinstr-id='4'/>
+            <instruction instr-id='226' subinstr-id='6'/>
+            <instruction instr-id='226' subinstr-id='8'/>
+            <instruction instr-id='226' subinstr-id='10'/>
+            <instruction instr-id='226' subinstr-id='12'/>
+            <instruction instr-id='226' subinstr-id='14'/>
+            <instruction instr-id='226' subinstr-id='18'/>
+            <instruction instr-id='226' subinstr-id='20'/>
+            <instruction instr-id='226' subinstr-id='22'/>
+            <instruction instr-id='226' subinstr-id='24'/>
+            <instruction instr-id='228' subinstr-id='0'/>
+            <instruction instr-id='228' subinstr-id='2'/>
+            <instruction instr-id='228' subinstr-id='4'/>
+            <instruction instr-id='228' subinstr-id='6'/>
+            <instruction instr-id='228' subinstr-id='8'/>
+            <instruction instr-id='228' subinstr-id='10'/>
+            <instruction instr-id='228' subinstr-id='12'/>
+            <instruction instr-id='228' subinstr-id='14'/>
+            <instruction instr-id='228' subinstr-id='16'/>
+            <instruction instr-id='228' subinstr-id='18'/>
+            <instruction instr-id='228' subinstr-id='20'/>
+            <instruction instr-id='228' subinstr-id='24'/>
+            <instruction instr-id='228' subinstr-id='26'/>
+            <instruction instr-id='228' subinstr-id='28'/>
+            <instruction instr-id='230' subinstr-id='0'/>
+            <instruction instr-id='230' subinstr-id='2'/>
+            <instruction instr-id='230' subinstr-id='4'/>
+            <instruction instr-id='230' subinstr-id='6'/>
+            <instruction instr-id='230' subinstr-id='8'/>
+            <instruction instr-id='230' subinstr-id='12'/>
+            <instruction instr-id='230' subinstr-id='14'/>
+            <instruction instr-id='230' subinstr-id='16'/>
+            <instruction instr-id='230' subinstr-id='18'/>
+            <instruction instr-id='230' subinstr-id='20'/>
+            <instruction instr-id='230' subinstr-id='22'/>
+            <instruction instr-id='230' subinstr-id='24'/>
+            <instruction instr-id='230' subinstr-id='26'/>
+            <instruction instr-id='230' subinstr-id='28'/>
+            <instruction instr-id='230' subinstr-id='30'/>
+         </cell>
+         <cell id='61' start-row='0' start-col='4'>
+            <bounding-box x1='376' y1='642' x2='434' y2='668'/>
+            <content>Weightedschool
+participationrate
+aftersubstitution</content>
+            <instruction instr-id='232' subinstr-id='0'/>
+            <instruction instr-id='232' subinstr-id='2'/>
+            <instruction instr-id='232' subinstr-id='4'/>
+            <instruction instr-id='232' subinstr-id='6'/>
+            <instruction instr-id='232' subinstr-id='8'/>
+            <instruction instr-id='232' subinstr-id='10'/>
+            <instruction instr-id='232' subinstr-id='12'/>
+            <instruction instr-id='232' subinstr-id='14'/>
+            <instruction instr-id='232' subinstr-id='18'/>
+            <instruction instr-id='232' subinstr-id='20'/>
+            <instruction instr-id='232' subinstr-id='22'/>
+            <instruction instr-id='232' subinstr-id='24'/>
+            <instruction instr-id='234' subinstr-id='0'/>
+            <instruction instr-id='234' subinstr-id='2'/>
+            <instruction instr-id='234' subinstr-id='4'/>
+            <instruction instr-id='234' subinstr-id='6'/>
+            <instruction instr-id='234' subinstr-id='8'/>
+            <instruction instr-id='234' subinstr-id='10'/>
+            <instruction instr-id='234' subinstr-id='12'/>
+            <instruction instr-id='234' subinstr-id='14'/>
+            <instruction instr-id='234' subinstr-id='16'/>
+            <instruction instr-id='234' subinstr-id='18'/>
+            <instruction instr-id='234' subinstr-id='20'/>
+            <instruction instr-id='234' subinstr-id='24'/>
+            <instruction instr-id='234' subinstr-id='26'/>
+            <instruction instr-id='234' subinstr-id='28'/>
+            <instruction instr-id='236' subinstr-id='0'/>
+            <instruction instr-id='236' subinstr-id='2'/>
+            <instruction instr-id='236' subinstr-id='4'/>
+            <instruction instr-id='236' subinstr-id='6'/>
+            <instruction instr-id='236' subinstr-id='8'/>
+            <instruction instr-id='236' subinstr-id='10'/>
+            <instruction instr-id='236' subinstr-id='12'/>
+            <instruction instr-id='236' subinstr-id='14'/>
+            <instruction instr-id='236' subinstr-id='16'/>
+            <instruction instr-id='236' subinstr-id='18'/>
+            <instruction instr-id='236' subinstr-id='20'/>
+            <instruction instr-id='236' subinstr-id='22'/>
+            <instruction instr-id='236' subinstr-id='24'/>
+            <instruction instr-id='236' subinstr-id='26'/>
+            <instruction instr-id='236' subinstr-id='28'/>
+         </cell>
+         <cell id='62' start-row='0' start-col='5'>
+            <bounding-box x1='443' y1='642' x2='503' y2='659'/>
+            <content>Weightedstudent
+responserate</content>
+            <instruction instr-id='238' subinstr-id='0'/>
+            <instruction instr-id='238' subinstr-id='2'/>
+            <instruction instr-id='238' subinstr-id='4'/>
+            <instruction instr-id='238' subinstr-id='6'/>
+            <instruction instr-id='238' subinstr-id='8'/>
+            <instruction instr-id='238' subinstr-id='10'/>
+            <instruction instr-id='238' subinstr-id='12'/>
+            <instruction instr-id='238' subinstr-id='14'/>
+            <instruction instr-id='238' subinstr-id='18'/>
+            <instruction instr-id='238' subinstr-id='20'/>
+            <instruction instr-id='238' subinstr-id='22'/>
+            <instruction instr-id='238' subinstr-id='24'/>
+            <instruction instr-id='238' subinstr-id='26'/>
+            <instruction instr-id='238' subinstr-id='28'/>
+            <instruction instr-id='240' subinstr-id='0'/>
+            <instruction instr-id='240' subinstr-id='2'/>
+            <instruction instr-id='240' subinstr-id='4'/>
+            <instruction instr-id='240' subinstr-id='6'/>
+            <instruction instr-id='240' subinstr-id='8'/>
+            <instruction instr-id='240' subinstr-id='12'/>
+            <instruction instr-id='240' subinstr-id='14'/>
+            <instruction instr-id='240' subinstr-id='16'/>
+         </cell>
+         <cell id='63' start-row='0' start-col='6'>
+            <bounding-box x1='516' y1='642' x2='572' y2='687'/>
+            <content>Combined
+weightedschool
+participation
+andstudent
+responserate</content>
+            <instruction instr-id='242' subinstr-id='0'/>
+            <instruction instr-id='242' subinstr-id='2'/>
+            <instruction instr-id='242' subinstr-id='4'/>
+            <instruction instr-id='242' subinstr-id='6'/>
+            <instruction instr-id='242' subinstr-id='8'/>
+            <instruction instr-id='242' subinstr-id='10'/>
+            <instruction instr-id='242' subinstr-id='12'/>
+            <instruction instr-id='245' subinstr-id='0'/>
+            <instruction instr-id='245' subinstr-id='2'/>
+            <instruction instr-id='245' subinstr-id='4'/>
+            <instruction instr-id='245' subinstr-id='6'/>
+            <instruction instr-id='245' subinstr-id='8'/>
+            <instruction instr-id='245' subinstr-id='10'/>
+            <instruction instr-id='245' subinstr-id='12'/>
+            <instruction instr-id='245' subinstr-id='14'/>
+            <instruction instr-id='245' subinstr-id='18'/>
+            <instruction instr-id='245' subinstr-id='20'/>
+            <instruction instr-id='245' subinstr-id='22'/>
+            <instruction instr-id='245' subinstr-id='24'/>
+            <instruction instr-id='248' subinstr-id='0'/>
+            <instruction instr-id='248' subinstr-id='2'/>
+            <instruction instr-id='248' subinstr-id='4'/>
+            <instruction instr-id='248' subinstr-id='6'/>
+            <instruction instr-id='248' subinstr-id='8'/>
+            <instruction instr-id='248' subinstr-id='10'/>
+            <instruction instr-id='248' subinstr-id='12'/>
+            <instruction instr-id='248' subinstr-id='14'/>
+            <instruction instr-id='248' subinstr-id='16'/>
+            <instruction instr-id='248' subinstr-id='18'/>
+            <instruction instr-id='248' subinstr-id='20'/>
+            <instruction instr-id='250' subinstr-id='0'/>
+            <instruction instr-id='250' subinstr-id='2'/>
+            <instruction instr-id='250' subinstr-id='4'/>
+            <instruction instr-id='250' subinstr-id='8'/>
+            <instruction instr-id='250' subinstr-id='10'/>
+            <instruction instr-id='250' subinstr-id='12'/>
+            <instruction instr-id='250' subinstr-id='14'/>
+            <instruction instr-id='250' subinstr-id='16'/>
+            <instruction instr-id='250' subinstr-id='18'/>
+            <instruction instr-id='252' subinstr-id='0'/>
+            <instruction instr-id='252' subinstr-id='2'/>
+            <instruction instr-id='252' subinstr-id='4'/>
+            <instruction instr-id='252' subinstr-id='6'/>
+            <instruction instr-id='252' subinstr-id='8'/>
+            <instruction instr-id='252' subinstr-id='12'/>
+            <instruction instr-id='252' subinstr-id='14'/>
+            <instruction instr-id='252' subinstr-id='16'/>
+         </cell>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' col-increment='0' row-increment='0' page='4'>
+         <cell id='4' start-row='0' start-col='0'>
+            <bounding-box x1='38' y1='664' x2='100' y2='673'/>
+            <content>Educationsystem</content>
+         </cell>
+         <cell id='59' start-row='1' start-col='7'>
+            <bounding-box x1='534' y1='653' x2='553' y2='661'/>
+            <content>6,126</content>
+         </cell>
+         <cell id='91' start-row='1' start-col='3'>
+            <bounding-box x1='304' y1='653' x2='317' y2='661'/>
+            <content>275</content>
+         </cell>
+         <cell id='95' start-row='1' start-col='0'>
+            <bounding-box x1='38' y1='653' x2='69' y2='661'/>
+            <content>Australia</content>
+         </cell>
+         <cell id='104' start-row='1' start-col='6'>
+            <bounding-box x1='475' y1='653' x2='494' y2='661'/>
+            <content>6,709</content>
+         </cell>
+         <cell id='189' start-row='1' start-col='5'>
+            <bounding-box x1='422' y1='653' x2='435' y2='661'/>
+            <content>280</content>
+         </cell>
+         <cell id='227' start-row='1' start-col='2'>
+            <bounding-box x1='245' y1='653' x2='258' y2='661'/>
+            <content>284</content>
+         </cell>
+         <cell id='346' start-row='1' start-col='4'>
+            <bounding-box x1='371' y1='653' x2='376' y2='661'/>
+            <content>5</content>
+         </cell>
+         <cell id='370' start-row='1' start-col='1'>
+            <bounding-box x1='186' y1='653' x2='199' y2='661'/>
+            <content>290</content>
+         </cell>
+         <cell id='20' start-row='2' start-col='3'>
+            <bounding-box x1='304' y1='642' x2='317' y2='650'/>
+            <content>158</content>
+         </cell>
+         <cell id='38' start-row='2' start-col='5'>
+            <bounding-box x1='422' y1='642' x2='435' y2='650'/>
+            <content>158</content>
+         </cell>
+         <cell id='144' start-row='2' start-col='7'>
+            <bounding-box x1='534' y1='642' x2='553' y2='650'/>
+            <content>4,670</content>
+         </cell>
+         <cell id='207' start-row='2' start-col='6'>
+            <bounding-box x1='475' y1='642' x2='494' y2='650'/>
+            <content>4,976</content>
+         </cell>
+         <cell id='245' start-row='2' start-col='0'>
+            <bounding-box x1='38' y1='642' x2='63' y2='651'/>
+            <content>Austria</content>
+         </cell>
+         <cell id='279' start-row='2' start-col='1'>
+            <bounding-box x1='186' y1='642' x2='199' y2='650'/>
+            <content>160</content>
+         </cell>
+         <cell id='288' start-row='2' start-col='2'>
+            <bounding-box x1='245' y1='642' x2='258' y2='650'/>
+            <content>158</content>
+         </cell>
+         <cell id='375' start-row='2' start-col='4'>
+            <bounding-box x1='371' y1='642' x2='376' y2='650'/>
+            <content>0</content>
+         </cell>
+         <cell id='97' start-row='3' start-col='6'>
+            <bounding-box x1='475' y1='631' x2='494' y2='640'/>
+            <content>5,098</content>
+         </cell>
+         <cell id='131' start-row='3' start-col='3'>
+            <bounding-box x1='304' y1='631' x2='317' y2='640'/>
+            <content>142</content>
+         </cell>
+         <cell id='136' start-row='3' start-col='2'>
+            <bounding-box x1='245' y1='631' x2='258' y2='640'/>
+            <content>169</content>
+         </cell>
+         <cell id='195' start-row='3' start-col='0'>
+            <bounding-box x1='38' y1='631' x2='75' y2='640'/>
+            <content>Azerbaijan</content>
+         </cell>
+         <cell id='246' start-row='3' start-col='7'>
+            <bounding-box x1='534' y1='631' x2='553' y2='640'/>
+            <content>4,881</content>
+         </cell>
+         <cell id='280' start-row='3' start-col='1'>
+            <bounding-box x1='186' y1='631' x2='199' y2='640'/>
+            <content>170</content>
+         </cell>
+         <cell id='286' start-row='3' start-col='4'>
+            <bounding-box x1='367' y1='631' x2='376' y2='640'/>
+            <content>27</content>
+         </cell>
+         <cell id='306' start-row='3' start-col='5'>
+            <bounding-box x1='422' y1='631' x2='435' y2='640'/>
+            <content>169</content>
+         </cell>
+         <cell id='125' start-row='4' start-col='5'>
+            <bounding-box x1='422' y1='621' x2='435' y2='629'/>
+            <content>127</content>
+         </cell>
+         <cell id='179' start-row='4' start-col='3'>
+            <bounding-box x1='305' y1='621' x2='317' y2='629'/>
+            <content>115</content>
+         </cell>
+         <cell id='203' start-row='4' start-col='7'>
+            <bounding-box x1='534' y1='621' x2='553' y2='629'/>
+            <content>3,727</content>
+         </cell>
+         <cell id='214' start-row='4' start-col='6'>
+            <bounding-box x1='475' y1='621' x2='494' y2='629'/>
+            <content>3,910</content>
+         </cell>
+         <cell id='311' start-row='4' start-col='1'>
+            <bounding-box x1='186' y1='621' x2='199' y2='629'/>
+            <content>150</content>
+         </cell>
+         <cell id='316' start-row='4' start-col='2'>
+            <bounding-box x1='245' y1='621' x2='258' y2='629'/>
+            <content>150</content>
+         </cell>
+         <cell id='336' start-row='4' start-col='4'>
+            <bounding-box x1='367' y1='621' x2='376' y2='629'/>
+            <content>12</content>
+         </cell>
+         <cell id='60' start-row='4' start-col='0'>
+            <bounding-box x1='38' y1='620' x2='115' y2='629'/>
+            <content>Belgium(French)-BEL</content>
+         </cell>
+         <cell id='28' start-row='5' start-col='6'>
+            <bounding-box x1='475' y1='610' x2='494' y2='618'/>
+            <content>5,725</content>
+         </cell>
+         <cell id='77' start-row='5' start-col='2'>
+            <bounding-box x1='245' y1='610' x2='258' y2='618'/>
+            <content>147</content>
+         </cell>
+         <cell id='117' start-row='5' start-col='0'>
+            <bounding-box x1='38' y1='610' x2='67' y2='618'/>
+            <content>Bulgaria</content>
+         </cell>
+         <cell id='163' start-row='5' start-col='7'>
+            <bounding-box x1='534' y1='610' x2='553' y2='618'/>
+            <content>5,261</content>
+         </cell>
+         <cell id='243' start-row='5' start-col='4'>
+            <bounding-box x1='371' y1='610' x2='376' y2='618'/>
+            <content>5</content>
+         </cell>
+         <cell id='303' start-row='5' start-col='1'>
+            <bounding-box x1='186' y1='610' x2='199' y2='618'/>
+            <content>150</content>
+         </cell>
+         <cell id='319' start-row='5' start-col='5'>
+            <bounding-box x1='422' y1='610' x2='435' y2='618'/>
+            <content>147</content>
+         </cell>
+         <cell id='331' start-row='5' start-col='3'>
+            <bounding-box x1='304' y1='610' x2='317' y2='618'/>
+            <content>142</content>
+         </cell>
+         <cell id='8' start-row='6' start-col='5'>
+            <bounding-box x1='417' y1='599' x2='435' y2='607'/>
+            <content>1,111</content>
+         </cell>
+         <cell id='53' start-row='6' start-col='0'>
+            <bounding-box x1='38' y1='599' x2='66' y2='608'/>
+            <content>Canada</content>
+         </cell>
+         <cell id='94' start-row='6' start-col='7'>
+            <bounding-box x1='530' y1='599' x2='553' y2='607'/>
+            <content>23,206</content>
+         </cell>
+         <cell id='112' start-row='6' start-col='1'>
+            <bounding-box x1='180' y1='599' x2='199' y2='607'/>
+            <content>1,142</content>
+         </cell>
+         <cell id='155' start-row='6' start-col='6'>
+            <bounding-box x1='471' y1='599' x2='494' y2='607'/>
+            <content>25,707</content>
+         </cell>
+         <cell id='240' start-row='6' start-col='2'>
+            <bounding-box x1='239' y1='599' x2='258' y2='607'/>
+            <content>1,125</content>
+         </cell>
+         <cell id='301' start-row='6' start-col='3'>
+            <bounding-box x1='298' y1='599' x2='317' y2='607'/>
+            <content>1,106</content>
+         </cell>
+         <cell id='337' start-row='6' start-col='4'>
+            <bounding-box x1='371' y1='599' x2='376' y2='607'/>
+            <content>5</content>
+         </cell>
+         <cell id='76' start-row='7' start-col='0'>
+            <bounding-box x1='38' y1='588' x2='109' y2='597'/>
+            <content>ChineseTaipei-CHN</content>
+         </cell>
+         <cell id='289' start-row='7' start-col='7'>
+            <bounding-box x1='534' y1='588' x2='553' y2='596'/>
+            <content>4,293</content>
+         </cell>
+         <cell id='322' start-row='7' start-col='3'>
+            <bounding-box x1='304' y1='588' x2='317' y2='596'/>
+            <content>150</content>
+         </cell>
+         <cell id='350' start-row='7' start-col='2'>
+            <bounding-box x1='245' y1='588' x2='258' y2='596'/>
+            <content>150</content>
+         </cell>
+         <cell id='352' start-row='7' start-col='1'>
+            <bounding-box x1='186' y1='588' x2='199' y2='596'/>
+            <content>150</content>
+         </cell>
+         <cell id='354' start-row='7' start-col='6'>
+            <bounding-box x1='475' y1='588' x2='494' y2='596'/>
+            <content>4,376</content>
+         </cell>
+         <cell id='359' start-row='7' start-col='5'>
+            <bounding-box x1='422' y1='588' x2='435' y2='596'/>
+            <content>150</content>
+         </cell>
+         <cell id='381' start-row='7' start-col='4'>
+            <bounding-box x1='371' y1='588' x2='376' y2='596'/>
+            <content>0</content>
+         </cell>
+         <cell id='31' start-row='8' start-col='0'>
+            <bounding-box x1='38' y1='577' x2='71' y2='586'/>
+            <content>Colombia</content>
+         </cell>
+         <cell id='63' start-row='8' start-col='6'>
+            <bounding-box x1='475' y1='577' x2='494' y2='586'/>
+            <content>4,309</content>
+         </cell>
+         <cell id='81' start-row='8' start-col='1'>
+            <bounding-box x1='186' y1='577' x2='199' y2='586'/>
+            <content>157</content>
+         </cell>
+         <cell id='197' start-row='8' start-col='3'>
+            <bounding-box x1='304' y1='577' x2='317' y2='586'/>
+            <content>131</content>
+         </cell>
+         <cell id='230' start-row='8' start-col='5'>
+            <bounding-box x1='422' y1='577' x2='435' y2='586'/>
+            <content>150</content>
+         </cell>
+         <cell id='278' start-row='8' start-col='7'>
+            <bounding-box x1='534' y1='577' x2='553' y2='586'/>
+            <content>3,966</content>
+         </cell>
+         <cell id='294' start-row='8' start-col='4'>
+            <bounding-box x1='367' y1='577' x2='376' y2='586'/>
+            <content>19</content>
+         </cell>
+         <cell id='324' start-row='8' start-col='2'>
+            <bounding-box x1='245' y1='577' x2='258' y2='586'/>
+            <content>152</content>
+         </cell>
+         <cell id='44' start-row='9' start-col='3'>
+            <bounding-box x1='304' y1='567' x2='317' y2='575'/>
+            <content>150</content>
+         </cell>
+         <cell id='50' start-row='9' start-col='6'>
+            <bounding-box x1='475' y1='567' x2='494' y2='575'/>
+            <content>5,097</content>
+         </cell>
+         <cell id='143' start-row='9' start-col='5'>
+            <bounding-box x1='422' y1='567' x2='435' y2='575'/>
+            <content>152</content>
+         </cell>
+         <cell id='156' start-row='9' start-col='4'>
+            <bounding-box x1='371' y1='567' x2='376' y2='575'/>
+            <content>2</content>
+         </cell>
+         <cell id='271' start-row='9' start-col='7'>
+            <bounding-box x1='534' y1='567' x2='553' y2='575'/>
+            <content>4,587</content>
+         </cell>
+         <cell id='287' start-row='9' start-col='1'>
+            <bounding-box x1='186' y1='567' x2='199' y2='575'/>
+            <content>152</content>
+         </cell>
+         <cell id='369' start-row='9' start-col='2'>
+            <bounding-box x1='245' y1='567' x2='258' y2='575'/>
+            <content>152</content>
+         </cell>
+         <cell id='16' start-row='9' start-col='0'>
+            <bounding-box x1='38' y1='566' x2='64' y2='575'/>
+            <content>Croatia</content>
+         </cell>
+         <cell id='13' start-row='10' start-col='7'>
+            <bounding-box x1='534' y1='556' x2='553' y2='564'/>
+            <content>4,556</content>
+         </cell>
+         <cell id='18' start-row='10' start-col='2'>
+            <bounding-box x1='245' y1='556' x2='258' y2='564'/>
+            <content>178</content>
+         </cell>
+         <cell id='73' start-row='10' start-col='5'>
+            <bounding-box x1='422' y1='556' x2='435' y2='564'/>
+            <content>177</content>
+         </cell>
+         <cell id='164' start-row='10' start-col='6'>
+            <bounding-box x1='475' y1='556' x2='494' y2='564'/>
+            <content>4,895</content>
+         </cell>
+         <cell id='177' start-row='10' start-col='0'>
+            <bounding-box x1='38' y1='556' x2='93' y2='564'/>
+            <content>CzechRepublic</content>
+         </cell>
+         <cell id='260' start-row='10' start-col='4'>
+            <bounding-box x1='367' y1='556' x2='376' y2='564'/>
+            <content>16</content>
+         </cell>
+         <cell id='266' start-row='10' start-col='3'>
+            <bounding-box x1='304' y1='556' x2='317' y2='564'/>
+            <content>161</content>
+         </cell>
+         <cell id='367' start-row='10' start-col='1'>
+            <bounding-box x1='186' y1='556' x2='199' y2='564'/>
+            <content>180</content>
+         </cell>
+         <cell id='9' start-row='11' start-col='0'>
+            <bounding-box x1='38' y1='545' x2='70' y2='554'/>
+            <content>Denmark</content>
+         </cell>
+         <cell id='78' start-row='11' start-col='7'>
+            <bounding-box x1='534' y1='545' x2='553' y2='553'/>
+            <content>4,594</content>
+         </cell>
+         <cell id='116' start-row='11' start-col='6'>
+            <bounding-box x1='475' y1='545' x2='494' y2='553'/>
+            <content>4,994</content>
+         </cell>
+         <cell id='139' start-row='11' start-col='4'>
+            <bounding-box x1='367' y1='545' x2='376' y2='553'/>
+            <content>25</content>
+         </cell>
+         <cell id='176' start-row='11' start-col='5'>
+            <bounding-box x1='422' y1='545' x2='435' y2='553'/>
+            <content>232</content>
+         </cell>
+         <cell id='185' start-row='11' start-col='2'>
+            <bounding-box x1='245' y1='545' x2='258' y2='553'/>
+            <content>236</content>
+         </cell>
+         <cell id='249' start-row='11' start-col='3'>
+            <bounding-box x1='304' y1='545' x2='317' y2='553'/>
+            <content>207</content>
+         </cell>
+         <cell id='265' start-row='11' start-col='1'>
+            <bounding-box x1='186' y1='545' x2='199' y2='553'/>
+            <content>240</content>
+         </cell>
+         <cell id='140' start-row='12' start-col='4'>
+            <bounding-box x1='367' y1='534' x2='376' y2='542'/>
+            <content>20</content>
+         </cell>
+         <cell id='148' start-row='12' start-col='1'>
+            <bounding-box x1='186' y1='534' x2='199' y2='542'/>
+            <content>150</content>
+         </cell>
+         <cell id='183' start-row='12' start-col='2'>
+            <bounding-box x1='245' y1='534' x2='258' y2='542'/>
+            <content>148</content>
+         </cell>
+         <cell id='212' start-row='12' start-col='0'>
+            <bounding-box x1='38' y1='534' x2='86' y2='543'/>
+            <content>England-GBR</content>
+         </cell>
+         <cell id='213' start-row='12' start-col='6'>
+            <bounding-box x1='475' y1='534' x2='494' y2='542'/>
+            <content>4,243</content>
+         </cell>
+         <cell id='225' start-row='12' start-col='7'>
+            <bounding-box x1='534' y1='534' x2='553' y2='542'/>
+            <content>3,927</content>
+         </cell>
+         <cell id='231' start-row='12' start-col='3'>
+            <bounding-box x1='304' y1='534' x2='317' y2='542'/>
+            <content>109</content>
+         </cell>
+         <cell id='335' start-row='12' start-col='5'>
+            <bounding-box x1='422' y1='534' x2='435' y2='542'/>
+            <content>129</content>
+         </cell>
+         <cell id='22' start-row='13' start-col='7'>
+            <bounding-box x1='534' y1='523' x2='553' y2='532'/>
+            <content>4,640</content>
+         </cell>
+         <cell id='217' start-row='13' start-col='0'>
+            <bounding-box x1='38' y1='523' x2='64' y2='532'/>
+            <content>Finland</content>
+         </cell>
+         <cell id='220' start-row='13' start-col='5'>
+            <bounding-box x1='422' y1='523' x2='435' y2='532'/>
+            <content>145</content>
+         </cell>
+         <cell id='229' start-row='13' start-col='6'>
+            <bounding-box x1='475' y1='523' x2='494' y2='532'/>
+            <content>4,914</content>
+         </cell>
+         <cell id='252' start-row='13' start-col='2'>
+            <bounding-box x1='245' y1='523' x2='258' y2='532'/>
+            <content>146</content>
+         </cell>
+         <cell id='326' start-row='13' start-col='1'>
+            <bounding-box x1='186' y1='523' x2='199' y2='532'/>
+            <content>150</content>
+         </cell>
+         <cell id='327' start-row='13' start-col='4'>
+            <bounding-box x1='371' y1='523' x2='376' y2='532'/>
+            <content>4</content>
+         </cell>
+         <cell id='353' start-row='13' start-col='3'>
+            <bounding-box x1='304' y1='523' x2='317' y2='532'/>
+            <content>141</content>
+         </cell>
+         <cell id='1' start-row='14' start-col='3'>
+            <bounding-box x1='304' y1='513' x2='317' y2='521'/>
+            <content>170</content>
+         </cell>
+         <cell id='90' start-row='14' start-col='1'>
+            <bounding-box x1='186' y1='513' x2='199' y2='521'/>
+            <content>175</content>
+         </cell>
+         <cell id='147' start-row='14' start-col='7'>
+            <bounding-box x1='534' y1='513' x2='553' y2='521'/>
+            <content>4,438</content>
+         </cell>
+         <cell id='162' start-row='14' start-col='4'>
+            <bounding-box x1='371' y1='513' x2='376' y2='521'/>
+            <content>4</content>
+         </cell>
+         <cell id='255' start-row='14' start-col='5'>
+            <bounding-box x1='422' y1='513' x2='435' y2='521'/>
+            <content>174</content>
+         </cell>
+         <cell id='307' start-row='14' start-col='2'>
+            <bounding-box x1='245' y1='513' x2='258' y2='521'/>
+            <content>175</content>
+         </cell>
+         <cell id='320' start-row='14' start-col='6'>
+            <bounding-box x1='475' y1='513' x2='494' y2='521'/>
+            <content>4,638</content>
+         </cell>
+         <cell id='254' start-row='14' start-col='0'>
+            <bounding-box x1='38' y1='512' x2='63' y2='521'/>
+            <content>France</content>
+         </cell>
+         <cell id='48' start-row='15' start-col='2'>
+            <bounding-box x1='245' y1='502' x2='258' y2='510'/>
+            <content>177</content>
+         </cell>
+         <cell id='83' start-row='15' start-col='7'>
+            <bounding-box x1='534' y1='502' x2='553' y2='510'/>
+            <content>4,796</content>
+         </cell>
+         <cell id='98' start-row='15' start-col='1'>
+            <bounding-box x1='186' y1='502' x2='199' y2='510'/>
+            <content>180</content>
+         </cell>
+         <cell id='182' start-row='15' start-col='0'>
+            <bounding-box x1='38' y1='502' x2='66' y2='510'/>
+            <content>Georgia</content>
+         </cell>
+         <cell id='187' start-row='15' start-col='5'>
+            <bounding-box x1='422' y1='502' x2='435' y2='510'/>
+            <content>173</content>
+         </cell>
+         <cell id='199' start-row='15' start-col='6'>
+            <bounding-box x1='475' y1='502' x2='494' y2='510'/>
+            <content>4,958</content>
+         </cell>
+         <cell id='226' start-row='15' start-col='3'>
+            <bounding-box x1='304' y1='502' x2='317' y2='510'/>
+            <content>172</content>
+         </cell>
+         <cell id='345' start-row='15' start-col='4'>
+            <bounding-box x1='371' y1='502' x2='376' y2='510'/>
+            <content>1</content>
+         </cell>
+         <cell id='110' start-row='16' start-col='0'>
+            <bounding-box x1='38' y1='491' x2='71' y2='500'/>
+            <content>Germany</content>
+         </cell>
+         <cell id='168' start-row='16' start-col='5'>
+            <bounding-box x1='422' y1='491' x2='435' y2='499'/>
+            <content>197</content>
+         </cell>
+         <cell id='175' start-row='16' start-col='1'>
+            <bounding-box x1='186' y1='491' x2='199' y2='499'/>
+            <content>200</content>
+         </cell>
+         <cell id='188' start-row='16' start-col='2'>
+            <bounding-box x1='245' y1='491' x2='258' y2='499'/>
+            <content>199</content>
+         </cell>
+         <cell id='224' start-row='16' start-col='7'>
+            <bounding-box x1='534' y1='491' x2='553' y2='499'/>
+            <content>4,000</content>
+         </cell>
+         <cell id='269' start-row='16' start-col='6'>
+            <bounding-box x1='475' y1='491' x2='494' y2='499'/>
+            <content>4,229</content>
+         </cell>
+         <cell id='283' start-row='16' start-col='3'>
+            <bounding-box x1='304' y1='491' x2='317' y2='499'/>
+            <content>190</content>
+         </cell>
+         <cell id='317' start-row='16' start-col='4'>
+            <bounding-box x1='371' y1='491' x2='376' y2='499'/>
+            <content>7</content>
+         </cell>
+         <cell id='7' start-row='17' start-col='5'>
+            <bounding-box x1='422' y1='480' x2='435' y2='488'/>
+            <content>132</content>
+         </cell>
+         <cell id='11' start-row='17' start-col='0'>
+            <bounding-box x1='38' y1='480' x2='97' y2='489'/>
+            <content>HongKong-CHN</content>
+         </cell>
+         <cell id='120' start-row='17' start-col='7'>
+            <bounding-box x1='534' y1='480' x2='553' y2='488'/>
+            <content>3,875</content>
+         </cell>
+         <cell id='205' start-row='17' start-col='6'>
+            <bounding-box x1='475' y1='480' x2='494' y2='488'/>
+            <content>4,189</content>
+         </cell>
+         <cell id='218' start-row='17' start-col='2'>
+            <bounding-box x1='245' y1='480' x2='258' y2='488'/>
+            <content>150</content>
+         </cell>
+         <cell id='256' start-row='17' start-col='4'>
+            <bounding-box x1='371' y1='480' x2='376' y2='488'/>
+            <content>2</content>
+         </cell>
+         <cell id='308' start-row='17' start-col='3'>
+            <bounding-box x1='304' y1='480' x2='317' y2='488'/>
+            <content>130</content>
+         </cell>
+         <cell id='377' start-row='17' start-col='1'>
+            <bounding-box x1='186' y1='480' x2='199' y2='488'/>
+            <content>154</content>
+         </cell>
+         <cell id='40' start-row='18' start-col='0'>
+            <bounding-box x1='38' y1='469' x2='68' y2='478'/>
+            <content>Hungary</content>
+         </cell>
+         <cell id='64' start-row='18' start-col='3'>
+            <bounding-box x1='304' y1='469' x2='317' y2='478'/>
+            <content>146</content>
+         </cell>
+         <cell id='134' start-row='18' start-col='1'>
+            <bounding-box x1='186' y1='469' x2='199' y2='478'/>
+            <content>150</content>
+         </cell>
+         <cell id='208' start-row='18' start-col='5'>
+            <bounding-box x1='422' y1='469' x2='435' y2='478'/>
+            <content>149</content>
+         </cell>
+         <cell id='222' start-row='18' start-col='7'>
+            <bounding-box x1='534' y1='469' x2='553' y2='478'/>
+            <content>5,204</content>
+         </cell>
+         <cell id='274' start-row='18' start-col='2'>
+            <bounding-box x1='245' y1='469' x2='258' y2='478'/>
+            <content>150</content>
+         </cell>
+         <cell id='300' start-row='18' start-col='6'>
+            <bounding-box x1='475' y1='469' x2='494' y2='478'/>
+            <content>5,488</content>
+         </cell>
+         <cell id='374' start-row='18' start-col='4'>
+            <bounding-box x1='371' y1='469' x2='376' y2='478'/>
+            <content>3</content>
+         </cell>
+         <cell id='21' start-row='19' start-col='6'>
+            <bounding-box x1='475' y1='459' x2='494' y2='467'/>
+            <content>5,049</content>
+         </cell>
+         <cell id='70' start-row='19' start-col='1'>
+            <bounding-box x1='186' y1='459' x2='199' y2='467'/>
+            <content>158</content>
+         </cell>
+         <cell id='172' start-row='19' start-col='2'>
+            <bounding-box x1='245' y1='459' x2='258' y2='467'/>
+            <content>158</content>
+         </cell>
+         <cell id='206' start-row='19' start-col='7'>
+            <bounding-box x1='534' y1='459' x2='553' y2='467'/>
+            <content>4,791</content>
+         </cell>
+         <cell id='267' start-row='19' start-col='3'>
+            <bounding-box x1='304' y1='459' x2='317' y2='467'/>
+            <content>158</content>
+         </cell>
+         <cell id='290' start-row='19' start-col='5'>
+            <bounding-box x1='422' y1='459' x2='435' y2='467'/>
+            <content>158</content>
+         </cell>
+         <cell id='338' start-row='19' start-col='4'>
+            <bounding-box x1='371' y1='459' x2='376' y2='467'/>
+            <content>0</content>
+         </cell>
+         <cell id='169' start-row='19' start-col='0'>
+            <bounding-box x1='38' y1='458' x2='72' y2='467'/>
+            <content>Indonesia</content>
+         </cell>
+         <cell id='24' start-row='20' start-col='2'>
+            <bounding-box x1='245' y1='448' x2='258' y2='456'/>
+            <content>244</content>
+         </cell>
+         <cell id='55' start-row='20' start-col='0'>
+            <bounding-box x1='38' y1='448' x2='109' y2='456'/>
+            <content>Iran,IslamicRep.Of</content>
+         </cell>
+         <cell id='67' start-row='20' start-col='7'>
+            <bounding-box x1='534' y1='448' x2='553' y2='456'/>
+            <content>5,758</content>
+         </cell>
+         <cell id='102' start-row='20' start-col='3'>
+            <bounding-box x1='304' y1='448' x2='317' y2='456'/>
+            <content>244</content>
+         </cell>
+         <cell id='258' start-row='20' start-col='5'>
+            <bounding-box x1='422' y1='448' x2='435' y2='456'/>
+            <content>244</content>
+         </cell>
+         <cell id='261' start-row='20' start-col='6'>
+            <bounding-box x1='475' y1='448' x2='494' y2='456'/>
+            <content>5,932</content>
+         </cell>
+         <cell id='358' start-row='20' start-col='4'>
+            <bounding-box x1='371' y1='448' x2='376' y2='456'/>
+            <content>0</content>
+         </cell>
+         <cell id='363' start-row='20' start-col='1'>
+            <bounding-box x1='186' y1='448' x2='199' y2='456'/>
+            <content>250</content>
+         </cell>
+         <cell id='52' start-row='21' start-col='4'>
+            <bounding-box x1='371' y1='437' x2='376' y2='445'/>
+            <content>3</content>
+         </cell>
+         <cell id='88' start-row='21' start-col='7'>
+            <bounding-box x1='534' y1='437' x2='553' y2='445'/>
+            <content>4,524</content>
+         </cell>
+         <cell id='145' start-row='21' start-col='1'>
+            <bounding-box x1='186' y1='437' x2='199' y2='445'/>
+            <content>152</content>
+         </cell>
+         <cell id='191' start-row='21' start-col='0'>
+            <bounding-box x1='38' y1='437' x2='62' y2='446'/>
+            <content>Ireland</content>
+         </cell>
+         <cell id='237' start-row='21' start-col='3'>
+            <bounding-box x1='304' y1='437' x2='317' y2='445'/>
+            <content>148</content>
+         </cell>
+         <cell id='253' start-row='21' start-col='5'>
+            <bounding-box x1='422' y1='437' x2='435' y2='445'/>
+            <content>151</content>
+         </cell>
+         <cell id='272' start-row='21' start-col='2'>
+            <bounding-box x1='245' y1='437' x2='258' y2='445'/>
+            <content>151</content>
+         </cell>
+         <cell id='347' start-row='21' start-col='6'>
+            <bounding-box x1='475' y1='437' x2='494' y2='445'/>
+            <content>4,849</content>
+         </cell>
+         <cell id='15' start-row='22' start-col='1'>
+            <bounding-box x1='186' y1='426' x2='199' y2='434'/>
+            <content>153</content>
+         </cell>
+         <cell id='99' start-row='22' start-col='2'>
+            <bounding-box x1='245' y1='426' x2='258' y2='434'/>
+            <content>153</content>
+         </cell>
+         <cell id='106' start-row='22' start-col='6'>
+            <bounding-box x1='475' y1='426' x2='494' y2='434'/>
+            <content>4,579</content>
+         </cell>
+         <cell id='180' start-row='22' start-col='7'>
+            <bounding-box x1='534' y1='426' x2='553' y2='434'/>
+            <content>4,186</content>
+         </cell>
+         <cell id='216' start-row='22' start-col='5'>
+            <bounding-box x1='422' y1='426' x2='435' y2='434'/>
+            <content>152</content>
+         </cell>
+         <cell id='221' start-row='22' start-col='3'>
+            <bounding-box x1='304' y1='426' x2='317' y2='434'/>
+            <content>150</content>
+         </cell>
+         <cell id='238' start-row='22' start-col='0'>
+            <bounding-box x1='38' y1='426' x2='58' y2='435'/>
+            <content>Israel</content>
+         </cell>
+         <cell id='293' start-row='22' start-col='4'>
+            <bounding-box x1='371' y1='426' x2='376' y2='434'/>
+            <content>2</content>
+         </cell>
+         <cell id='33' start-row='23' start-col='6'>
+            <bounding-box x1='475' y1='415' x2='494' y2='424'/>
+            <content>4,529</content>
+         </cell>
+         <cell id='37' start-row='23' start-col='0'>
+            <bounding-box x1='38' y1='415' x2='53' y2='424'/>
+            <content>Italy</content>
+         </cell>
+         <cell id='69' start-row='23' start-col='7'>
+            <bounding-box x1='534' y1='415' x2='553' y2='424'/>
+            <content>4,189</content>
+         </cell>
+         <cell id='93' start-row='23' start-col='4'>
+            <bounding-box x1='367' y1='415' x2='376' y2='424'/>
+            <content>36</content>
+         </cell>
+         <cell id='103' start-row='23' start-col='5'>
+            <bounding-box x1='422' y1='415' x2='435' y2='424'/>
+            <content>202</content>
+         </cell>
+         <cell id='178' start-row='23' start-col='2'>
+            <bounding-box x1='245' y1='415' x2='258' y2='424'/>
+            <content>205</content>
+         </cell>
+         <cell id='211' start-row='23' start-col='1'>
+            <bounding-box x1='186' y1='415' x2='199' y2='424'/>
+            <content>205</content>
+         </cell>
+         <cell id='328' start-row='23' start-col='3'>
+            <bounding-box x1='304' y1='415' x2='317' y2='424'/>
+            <content>166</content>
+         </cell>
+         <cell id='58' start-row='24' start-col='5'>
+            <bounding-box x1='422' y1='405' x2='435' y2='413'/>
+            <content>154</content>
+         </cell>
+         <cell id='87' start-row='24' start-col='6'>
+            <bounding-box x1='475' y1='405' x2='494' y2='413'/>
+            <content>5,140</content>
+         </cell>
+         <cell id='118' start-row='24' start-col='2'>
+            <bounding-box x1='245' y1='405' x2='258' y2='413'/>
+            <content>154</content>
+         </cell>
+         <cell id='159' start-row='24' start-col='1'>
+            <bounding-box x1='186' y1='405' x2='199' y2='413'/>
+            <content>160</content>
+         </cell>
+         <cell id='277' start-row='24' start-col='3'>
+            <bounding-box x1='304' y1='405' x2='317' y2='413'/>
+            <content>145</content>
+         </cell>
+         <cell id='282' start-row='24' start-col='7'>
+            <bounding-box x1='534' y1='405' x2='553' y2='413'/>
+            <content>4,661</content>
+         </cell>
+         <cell id='378' start-row='24' start-col='4'>
+            <bounding-box x1='371' y1='405' x2='376' y2='413'/>
+            <content>9</content>
+         </cell>
+         <cell id='92' start-row='24' start-col='0'>
+            <bounding-box x1='38' y1='404' x2='70' y2='413'/>
+            <content>Lithuania</content>
+         </cell>
+         <cell id='47' start-row='25' start-col='6'>
+            <bounding-box x1='475' y1='394' x2='494' y2='402'/>
+            <content>3,958</content>
+         </cell>
+         <cell id='239' start-row='25' start-col='7'>
+            <bounding-box x1='534' y1='394' x2='553' y2='402'/>
+            <content>3,598</content>
+         </cell>
+         <cell id='241' start-row='25' start-col='0'>
+            <bounding-box x1='38' y1='394' x2='58' y2='402'/>
+            <content>Malta</content>
+         </cell>
+         <cell id='273' start-row='25' start-col='1'>
+            <bounding-box x1='190' y1='394' x2='199' y2='402'/>
+            <content>99</content>
+         </cell>
+         <cell id='281' start-row='25' start-col='2'>
+            <bounding-box x1='249' y1='394' x2='258' y2='402'/>
+            <content>96</content>
+         </cell>
+         <cell id='296' start-row='25' start-col='5'>
+            <bounding-box x1='426' y1='394' x2='435' y2='402'/>
+            <content>96</content>
+         </cell>
+         <cell id='312' start-row='25' start-col='4'>
+            <bounding-box x1='371' y1='394' x2='376' y2='402'/>
+            <content>0</content>
+         </cell>
+         <cell id='334' start-row='25' start-col='3'>
+            <bounding-box x1='308' y1='394' x2='317' y2='402'/>
+            <content>96</content>
+         </cell>
+         <cell id='61' start-row='26' start-col='5'>
+            <bounding-box x1='422' y1='383' x2='435' y2='391'/>
+            <content>284</content>
+         </cell>
+         <cell id='127' start-row='26' start-col='4'>
+            <bounding-box x1='371' y1='383' x2='376' y2='391'/>
+            <content>0</content>
+         </cell>
+         <cell id='141' start-row='26' start-col='0'>
+            <bounding-box x1='38' y1='383' x2='68' y2='392'/>
+            <content>Morocco</content>
+         </cell>
+         <cell id='153' start-row='26' start-col='6'>
+            <bounding-box x1='475' y1='383' x2='494' y2='391'/>
+            <content>8,381</content>
+         </cell>
+         <cell id='165' start-row='26' start-col='7'>
+            <bounding-box x1='534' y1='383' x2='553' y2='391'/>
+            <content>7,805</content>
+         </cell>
+         <cell id='202' start-row='26' start-col='2'>
+            <bounding-box x1='245' y1='383' x2='258' y2='391'/>
+            <content>287</content>
+         </cell>
+         <cell id='332' start-row='26' start-col='3'>
+            <bounding-box x1='304' y1='383' x2='317' y2='391'/>
+            <content>284</content>
+         </cell>
+         <cell id='361' start-row='26' start-col='1'>
+            <bounding-box x1='186' y1='383' x2='199' y2='391'/>
+            <content>289</content>
+         </cell>
+         <cell id='51' start-row='27' start-col='0'>
+            <bounding-box x1='38' y1='372' x2='80' y2='381'/>
+            <content>Netherlands</content>
+         </cell>
+         <cell id='66' start-row='27' start-col='1'>
+            <bounding-box x1='186' y1='372' x2='199' y2='380'/>
+            <content>151</content>
+         </cell>
+         <cell id='107' start-row='27' start-col='3'>
+            <bounding-box x1='308' y1='372' x2='317' y2='380'/>
+            <content>97</content>
+         </cell>
+         <cell id='135' start-row='27' start-col='6'>
+            <bounding-box x1='475' y1='372' x2='494' y2='380'/>
+            <content>4,179</content>
+         </cell>
+         <cell id='275' start-row='27' start-col='7'>
+            <bounding-box x1='534' y1='372' x2='553' y2='380'/>
+            <content>3,995</content>
+         </cell>
+         <cell id='315' start-row='27' start-col='4'>
+            <bounding-box x1='367' y1='372' x2='376' y2='380'/>
+            <content>41</content>
+         </cell>
+         <cell id='323' start-row='27' start-col='2'>
+            <bounding-box x1='245' y1='372' x2='258' y2='380'/>
+            <content>151</content>
+         </cell>
+         <cell id='355' start-row='27' start-col='5'>
+            <bounding-box x1='422' y1='372' x2='435' y2='380'/>
+            <content>138</content>
+         </cell>
+         <cell id='39' start-row='28' start-col='0'>
+            <bounding-box x1='38' y1='361' x2='84' y2='370'/>
+            <content>NewZealand</content>
+         </cell>
+         <cell id='151' start-row='28' start-col='5'>
+            <bounding-box x1='422' y1='361' x2='435' y2='370'/>
+            <content>192</content>
+         </cell>
+         <cell id='167' start-row='28' start-col='1'>
+            <bounding-box x1='186' y1='361' x2='199' y2='370'/>
+            <content>201</content>
+         </cell>
+         <cell id='270' start-row='28' start-col='6'>
+            <bounding-box x1='475' y1='361' x2='494' y2='370'/>
+            <content>6,192</content>
+         </cell>
+         <cell id='276' start-row='28' start-col='4'>
+            <bounding-box x1='367' y1='361' x2='376' y2='370'/>
+            <content>12</content>
+         </cell>
+         <cell id='304' start-row='28' start-col='3'>
+            <bounding-box x1='304' y1='361' x2='317' y2='370'/>
+            <content>180</content>
+         </cell>
+         <cell id='330' start-row='28' start-col='7'>
+            <bounding-box x1='534' y1='361' x2='553' y2='370'/>
+            <content>5,644</content>
+         </cell>
+         <cell id='380' start-row='28' start-col='2'>
+            <bounding-box x1='245' y1='361' x2='258' y2='370'/>
+            <content>199</content>
+         </cell>
+         <cell id='75' start-row='29' start-col='4'>
+            <bounding-box x1='367' y1='351' x2='376' y2='359'/>
+            <content>36</content>
+         </cell>
+         <cell id='101' start-row='29' start-col='5'>
+            <bounding-box x1='422' y1='351' x2='435' y2='359'/>
+            <content>136</content>
+         </cell>
+         <cell id='124' start-row='29' start-col='7'>
+            <bounding-box x1='534' y1='351' x2='553' y2='359'/>
+            <content>3,586</content>
+         </cell>
+         <cell id='129' start-row='29' start-col='6'>
+            <bounding-box x1='475' y1='351' x2='494' y2='359'/>
+            <content>3,942</content>
+         </cell>
+         <cell id='146' start-row='29' start-col='3'>
+            <bounding-box x1='304' y1='351' x2='317' y2='359'/>
+            <content>100</content>
+         </cell>
+         <cell id='219' start-row='29' start-col='1'>
+            <bounding-box x1='186' y1='351' x2='199' y2='359'/>
+            <content>160</content>
+         </cell>
+         <cell id='344' start-row='29' start-col='2'>
+            <bounding-box x1='245' y1='351' x2='258' y2='359'/>
+            <content>160</content>
+         </cell>
+         <cell id='2' start-row='29' start-col='0'>
+            <bounding-box x1='38' y1='350' x2='114' y2='359'/>
+            <content>NorthernIreland-GBR</content>
+         </cell>
+         <cell id='10' start-row='30' start-col='0'>
+            <bounding-box x1='38' y1='340' x2='65' y2='348'/>
+            <content>Norway</content>
+         </cell>
+         <cell id='84' start-row='30' start-col='5'>
+            <bounding-box x1='422' y1='340' x2='435' y2='348'/>
+            <content>120</content>
+         </cell>
+         <cell id='184' start-row='30' start-col='6'>
+            <bounding-box x1='475' y1='340' x2='494' y2='348'/>
+            <content>3,921</content>
+         </cell>
+         <cell id='242' start-row='30' start-col='7'>
+            <bounding-box x1='534' y1='340' x2='553' y2='348'/>
+            <content>3,190</content>
+         </cell>
+         <cell id='291' start-row='30' start-col='2'>
+            <bounding-box x1='245' y1='340' x2='258' y2='348'/>
+            <content>145</content>
+         </cell>
+         <cell id='343' start-row='30' start-col='1'>
+            <bounding-box x1='186' y1='340' x2='199' y2='348'/>
+            <content>150</content>
+         </cell>
+         <cell id='372' start-row='30' start-col='3'>
+            <bounding-box x1='308' y1='340' x2='317' y2='348'/>
+            <content>85</content>
+         </cell>
+         <cell id='376' start-row='30' start-col='4'>
+            <bounding-box x1='367' y1='340' x2='376' y2='348'/>
+            <content>35</content>
+         </cell>
+         <cell id='115' start-row='31' start-col='2'>
+            <bounding-box x1='245' y1='329' x2='258' y2='337'/>
+            <content>333</content>
+         </cell>
+         <cell id='126' start-row='31' start-col='7'>
+            <bounding-box x1='530' y1='329' x2='553' y2='337'/>
+            <content>10,394</content>
+         </cell>
+         <cell id='152' start-row='31' start-col='1'>
+            <bounding-box x1='186' y1='329' x2='199' y2='337'/>
+            <content>338</content>
+         </cell>
+         <cell id='173' start-row='31' start-col='3'>
+            <bounding-box x1='304' y1='329' x2='317' y2='337'/>
+            <content>327</content>
+         </cell>
+         <cell id='194' start-row='31' start-col='5'>
+            <bounding-box x1='422' y1='329' x2='435' y2='337'/>
+            <content>327</content>
+         </cell>
+         <cell id='210' start-row='31' start-col='6'>
+            <bounding-box x1='471' y1='329' x2='494' y2='337'/>
+            <content>10,840</content>
+         </cell>
+         <cell id='248' start-row='31' start-col='4'>
+            <bounding-box x1='371' y1='329' x2='376' y2='337'/>
+            <content>0</content>
+         </cell>
+         <cell id='310' start-row='31' start-col='0'>
+            <bounding-box x1='38' y1='329' x2='60' y2='338'/>
+            <content>Oman</content>
+         </cell>
+         <cell id='128' start-row='32' start-col='0'>
+            <bounding-box x1='38' y1='318' x2='63' y2='327'/>
+            <content>Poland</content>
+         </cell>
+         <cell id='132' start-row='32' start-col='1'>
+            <bounding-box x1='186' y1='318' x2='199' y2='326'/>
+            <content>150</content>
+         </cell>
+         <cell id='154' start-row='32' start-col='3'>
+            <bounding-box x1='304' y1='318' x2='317' y2='326'/>
+            <content>150</content>
+         </cell>
+         <cell id='251' start-row='32' start-col='4'>
+            <bounding-box x1='371' y1='318' x2='376' y2='326'/>
+            <content>0</content>
+         </cell>
+         <cell id='285' start-row='32' start-col='7'>
+            <bounding-box x1='534' y1='318' x2='553' y2='326'/>
+            <content>5,005</content>
+         </cell>
+         <cell id='292' start-row='32' start-col='2'>
+            <bounding-box x1='245' y1='318' x2='258' y2='326'/>
+            <content>150</content>
+         </cell>
+         <cell id='348' start-row='32' start-col='5'>
+            <bounding-box x1='422' y1='318' x2='435' y2='326'/>
+            <content>150</content>
+         </cell>
+         <cell id='349' start-row='32' start-col='6'>
+            <bounding-box x1='475' y1='318' x2='494' y2='326'/>
+            <content>5,316</content>
+         </cell>
+         <cell id='57' start-row='33' start-col='7'>
+            <bounding-box x1='534' y1='307' x2='553' y2='316'/>
+            <content>4,085</content>
+         </cell>
+         <cell id='89' start-row='33' start-col='4'>
+            <bounding-box x1='367' y1='307' x2='376' y2='316'/>
+            <content>15</content>
+         </cell>
+         <cell id='105' start-row='33' start-col='1'>
+            <bounding-box x1='186' y1='307' x2='199' y2='316'/>
+            <content>150</content>
+         </cell>
+         <cell id='161' start-row='33' start-col='2'>
+            <bounding-box x1='245' y1='307' x2='258' y2='316'/>
+            <content>150</content>
+         </cell>
+         <cell id='313' start-row='33' start-col='0'>
+            <bounding-box x1='38' y1='307' x2='68' y2='316'/>
+            <content>Portugal</content>
+         </cell>
+         <cell id='329' start-row='33' start-col='3'>
+            <bounding-box x1='304' y1='307' x2='317' y2='316'/>
+            <content>133</content>
+         </cell>
+         <cell id='356' start-row='33' start-col='5'>
+            <bounding-box x1='422' y1='307' x2='435' y2='316'/>
+            <content>148</content>
+         </cell>
+         <cell id='366' start-row='33' start-col='6'>
+            <bounding-box x1='475' y1='307' x2='494' y2='316'/>
+            <content>4,428</content>
+         </cell>
+         <cell id='79' start-row='34' start-col='2'>
+            <bounding-box x1='245' y1='297' x2='258' y2='305'/>
+            <content>167</content>
+         </cell>
+         <cell id='96' start-row='34' start-col='7'>
+            <bounding-box x1='534' y1='297' x2='553' y2='305'/>
+            <content>4,120</content>
+         </cell>
+         <cell id='201' start-row='34' start-col='5'>
+            <bounding-box x1='422' y1='297' x2='435' y2='305'/>
+            <content>166</content>
+         </cell>
+         <cell id='215' start-row='34' start-col='6'>
+            <bounding-box x1='475' y1='297' x2='494' y2='305'/>
+            <content>4,394</content>
+         </cell>
+         <cell id='235' start-row='34' start-col='3'>
+            <bounding-box x1='304' y1='297' x2='317' y2='305'/>
+            <content>166</content>
+         </cell>
+         <cell id='325' start-row='34' start-col='1'>
+            <bounding-box x1='186' y1='297' x2='199' y2='305'/>
+            <content>175</content>
+         </cell>
+         <cell id='371' start-row='34' start-col='4'>
+            <bounding-box x1='371' y1='297' x2='376' y2='305'/>
+            <content>0</content>
+         </cell>
+         <cell id='27' start-row='34' start-col='0'>
+            <bounding-box x1='38' y1='296' x2='58' y2='305'/>
+            <content>Qatar</content>
+         </cell>
+         <cell id='41' start-row='35' start-col='6'>
+            <bounding-box x1='475' y1='286' x2='494' y2='294'/>
+            <content>4,879</content>
+         </cell>
+         <cell id='133' start-row='35' start-col='0'>
+            <bounding-box x1='38' y1='286' x2='70' y2='294'/>
+            <content>Romania</content>
+         </cell>
+         <cell id='192' start-row='35' start-col='5'>
+            <bounding-box x1='422' y1='286' x2='435' y2='294'/>
+            <content>148</content>
+         </cell>
+         <cell id='232' start-row='35' start-col='3'>
+            <bounding-box x1='304' y1='286' x2='317' y2='294'/>
+            <content>147</content>
+         </cell>
+         <cell id='244' start-row='35' start-col='2'>
+            <bounding-box x1='245' y1='286' x2='258' y2='294'/>
+            <content>148</content>
+         </cell>
+         <cell id='295' start-row='35' start-col='7'>
+            <bounding-box x1='534' y1='286' x2='553' y2='294'/>
+            <content>4,665</content>
+         </cell>
+         <cell id='360' start-row='35' start-col='4'>
+            <bounding-box x1='371' y1='286' x2='376' y2='294'/>
+            <content>1</content>
+         </cell>
+         <cell id='364' start-row='35' start-col='1'>
+            <bounding-box x1='186' y1='286' x2='199' y2='294'/>
+            <content>150</content>
+         </cell>
+         <cell id='3' start-row='36' start-col='3'>
+            <bounding-box x1='304' y1='275' x2='317' y2='283'/>
+            <content>202</content>
+         </cell>
+         <cell id='5' start-row='36' start-col='0'>
+            <bounding-box x1='38' y1='275' x2='106' y2='284'/>
+            <content>RussianFederation</content>
+         </cell>
+         <cell id='34' start-row='36' start-col='2'>
+            <bounding-box x1='245' y1='275' x2='258' y2='283'/>
+            <content>202</content>
+         </cell>
+         <cell id='85' start-row='36' start-col='5'>
+            <bounding-box x1='422' y1='275' x2='435' y2='283'/>
+            <content>202</content>
+         </cell>
+         <cell id='113' start-row='36' start-col='6'>
+            <bounding-box x1='475' y1='275' x2='494' y2='283'/>
+            <content>4,693</content>
+         </cell>
+         <cell id='259' start-row='36' start-col='1'>
+            <bounding-box x1='186' y1='275' x2='199' y2='283'/>
+            <content>202</content>
+         </cell>
+         <cell id='297' start-row='36' start-col='7'>
+            <bounding-box x1='534' y1='275' x2='553' y2='283'/>
+            <content>4,461</content>
+         </cell>
+         <cell id='373' start-row='36' start-col='4'>
+            <bounding-box x1='371' y1='275' x2='376' y2='283'/>
+            <content>0</content>
+         </cell>
+         <cell id='6' start-row='37' start-col='2'>
+            <bounding-box x1='245' y1='264' x2='258' y2='272'/>
+            <content>171</content>
+         </cell>
+         <cell id='25' start-row='37' start-col='0'>
+            <bounding-box x1='38' y1='264' x2='83' y2='273'/>
+            <content>SaudiArabia</content>
+         </cell>
+         <cell id='42' start-row='37' start-col='1'>
+            <bounding-box x1='186' y1='264' x2='199' y2='272'/>
+            <content>175</content>
+         </cell>
+         <cell id='108' start-row='37' start-col='5'>
+            <bounding-box x1='422' y1='264' x2='435' y2='272'/>
+            <content>171</content>
+         </cell>
+         <cell id='234' start-row='37' start-col='4'>
+            <bounding-box x1='371' y1='264' x2='376' y2='272'/>
+            <content>8</content>
+         </cell>
+         <cell id='247' start-row='37' start-col='7'>
+            <bounding-box x1='534' y1='264' x2='553' y2='272'/>
+            <content>4,507</content>
+         </cell>
+         <cell id='250' start-row='37' start-col='6'>
+            <bounding-box x1='475' y1='264' x2='494' y2='272'/>
+            <content>4,625</content>
+         </cell>
+         <cell id='318' start-row='37' start-col='3'>
+            <bounding-box x1='304' y1='264' x2='317' y2='272'/>
+            <content>163</content>
+         </cell>
+         <cell id='74' start-row='38' start-col='6'>
+            <bounding-box x1='475' y1='253' x2='494' y2='262'/>
+            <content>6,687</content>
+         </cell>
+         <cell id='158' start-row='38' start-col='5'>
+            <bounding-box x1='422' y1='253' x2='435' y2='262'/>
+            <content>176</content>
+         </cell>
+         <cell id='170' start-row='38' start-col='4'>
+            <bounding-box x1='371' y1='253' x2='376' y2='262'/>
+            <content>0</content>
+         </cell>
+         <cell id='196' start-row='38' start-col='1'>
+            <bounding-box x1='186' y1='253' x2='199' y2='262'/>
+            <content>176</content>
+         </cell>
+         <cell id='209' start-row='38' start-col='0'>
+            <bounding-box x1='38' y1='253' x2='74' y2='262'/>
+            <content>Singapore</content>
+         </cell>
+         <cell id='223' start-row='38' start-col='7'>
+            <bounding-box x1='534' y1='253' x2='553' y2='262'/>
+            <content>6,367</content>
+         </cell>
+         <cell id='284' start-row='38' start-col='2'>
+            <bounding-box x1='245' y1='253' x2='258' y2='262'/>
+            <content>176</content>
+         </cell>
+         <cell id='379' start-row='38' start-col='3'>
+            <bounding-box x1='304' y1='253' x2='317' y2='262'/>
+            <content>176</content>
+         </cell>
+         <cell id='193' start-row='39' start-col='6'>
+            <bounding-box x1='475' y1='243' x2='494' y2='251'/>
+            <content>5,933</content>
+         </cell>
+         <cell id='228' start-row='39' start-col='2'>
+            <bounding-box x1='245' y1='243' x2='258' y2='251'/>
+            <content>198</content>
+         </cell>
+         <cell id='302' start-row='39' start-col='5'>
+            <bounding-box x1='422' y1='243' x2='435' y2='251'/>
+            <content>197</content>
+         </cell>
+         <cell id='321' start-row='39' start-col='4'>
+            <bounding-box x1='367' y1='243' x2='376' y2='251'/>
+            <content>10</content>
+         </cell>
+         <cell id='351' start-row='39' start-col='3'>
+            <bounding-box x1='304' y1='243' x2='317' y2='251'/>
+            <content>187</content>
+         </cell>
+         <cell id='362' start-row='39' start-col='7'>
+            <bounding-box x1='534' y1='243' x2='553' y2='251'/>
+            <content>5,630</content>
+         </cell>
+         <cell id='368' start-row='39' start-col='1'>
+            <bounding-box x1='186' y1='243' x2='199' y2='251'/>
+            <content>200</content>
+         </cell>
+         <cell id='46' start-row='39' start-col='0'>
+            <bounding-box x1='38' y1='242' x2='94' y2='251'/>
+            <content>SlovakRepublic</content>
+         </cell>
+         <cell id='54' start-row='40' start-col='0'>
+            <bounding-box x1='38' y1='232' x2='68' y2='240'/>
+            <content>Slovenia</content>
+         </cell>
+         <cell id='68' start-row='40' start-col='6'>
+            <bounding-box x1='475' y1='232' x2='494' y2='240'/>
+            <content>4,674</content>
+         </cell>
+         <cell id='72' start-row='40' start-col='4'>
+            <bounding-box x1='371' y1='232' x2='376' y2='240'/>
+            <content>2</content>
+         </cell>
+         <cell id='80' start-row='40' start-col='7'>
+            <bounding-box x1='534' y1='232' x2='553' y2='240'/>
+            <content>4,512</content>
+         </cell>
+         <cell id='142' start-row='40' start-col='5'>
+            <bounding-box x1='422' y1='232' x2='435' y2='240'/>
+            <content>195</content>
+         </cell>
+         <cell id='268' start-row='40' start-col='2'>
+            <bounding-box x1='245' y1='232' x2='258' y2='240'/>
+            <content>201</content>
+         </cell>
+         <cell id='298' start-row='40' start-col='1'>
+            <bounding-box x1='186' y1='232' x2='199' y2='240'/>
+            <content>202</content>
+         </cell>
+         <cell id='305' start-row='40' start-col='3'>
+            <bounding-box x1='304' y1='232' x2='317' y2='240'/>
+            <content>193</content>
+         </cell>
+         <cell id='35' start-row='41' start-col='2'>
+            <bounding-box x1='245' y1='221' x2='258' y2='229'/>
+            <content>314</content>
+         </cell>
+         <cell id='36' start-row='41' start-col='7'>
+            <bounding-box x1='534' y1='221' x2='553' y2='229'/>
+            <content>8,580</content>
+         </cell>
+         <cell id='114' start-row='41' start-col='3'>
+            <bounding-box x1='304' y1='221' x2='317' y2='229'/>
+            <content>308</content>
+         </cell>
+         <cell id='149' start-row='41' start-col='0'>
+            <bounding-box x1='38' y1='221' x2='58' y2='230'/>
+            <content>Spain</content>
+         </cell>
+         <cell id='157' start-row='41' start-col='1'>
+            <bounding-box x1='186' y1='221' x2='199' y2='229'/>
+            <content>314</content>
+         </cell>
+         <cell id='181' start-row='41' start-col='6'>
+            <bounding-box x1='475' y1='221' x2='494' y2='229'/>
+            <content>9,223</content>
+         </cell>
+         <cell id='333' start-row='41' start-col='5'>
+            <bounding-box x1='422' y1='221' x2='435' y2='229'/>
+            <content>312</content>
+         </cell>
+         <cell id='382' start-row='41' start-col='4'>
+            <bounding-box x1='371' y1='221' x2='376' y2='229'/>
+            <content>4</content>
+         </cell>
+         <cell id='30' start-row='42' start-col='0'>
+            <bounding-box x1='38' y1='210' x2='67' y2='219'/>
+            <content>Sweden</content>
+         </cell>
+         <cell id='45' start-row='42' start-col='3'>
+            <bounding-box x1='304' y1='210' x2='317' y2='218'/>
+            <content>148</content>
+         </cell>
+         <cell id='109' start-row='42' start-col='4'>
+            <bounding-box x1='371' y1='210' x2='376' y2='218'/>
+            <content>4</content>
+         </cell>
+         <cell id='137' start-row='42' start-col='6'>
+            <bounding-box x1='475' y1='210' x2='494' y2='218'/>
+            <content>5,209</content>
+         </cell>
+         <cell id='166' start-row='42' start-col='5'>
+            <bounding-box x1='422' y1='210' x2='435' y2='218'/>
+            <content>152</content>
+         </cell>
+         <cell id='233' start-row='42' start-col='1'>
+            <bounding-box x1='186' y1='210' x2='199' y2='218'/>
+            <content>161</content>
+         </cell>
+         <cell id='236' start-row='42' start-col='7'>
+            <bounding-box x1='534' y1='210' x2='553' y2='218'/>
+            <content>4,622</content>
+         </cell>
+         <cell id='339' start-row='42' start-col='2'>
+            <bounding-box x1='245' y1='210' x2='258' y2='218'/>
+            <content>153</content>
+         </cell>
+         <cell id='19' start-row='43' start-col='2'>
+            <bounding-box x1='245' y1='199' x2='258' y2='208'/>
+            <content>150</content>
+         </cell>
+         <cell id='86' start-row='43' start-col='4'>
+            <bounding-box x1='371' y1='199' x2='376' y2='208'/>
+            <content>0</content>
+         </cell>
+         <cell id='130' start-row='43' start-col='7'>
+            <bounding-box x1='534' y1='199' x2='553' y2='208'/>
+            <content>3,948</content>
+         </cell>
+         <cell id='160' start-row='43' start-col='1'>
+            <bounding-box x1='186' y1='199' x2='199' y2='208'/>
+            <content>150</content>
+         </cell>
+         <cell id='190' start-row='43' start-col='0'>
+            <bounding-box x1='38' y1='199' x2='109' y2='208'/>
+            <content>Trinidad andTobago</content>
+         </cell>
+         <cell id='340' start-row='43' start-col='6'>
+            <bounding-box x1='475' y1='199' x2='494' y2='208'/>
+            <content>4,190</content>
+         </cell>
+         <cell id='341' start-row='43' start-col='3'>
+            <bounding-box x1='304' y1='199' x2='317' y2='208'/>
+            <content>149</content>
+         </cell>
+         <cell id='342' start-row='43' start-col='5'>
+            <bounding-box x1='422' y1='199' x2='435' y2='208'/>
+            <content>149</content>
+         </cell>
+         <cell id='29' start-row='44' start-col='2'>
+            <bounding-box x1='245' y1='189' x2='258' y2='197'/>
+            <content>460</content>
+         </cell>
+         <cell id='174' start-row='44' start-col='7'>
+            <bounding-box x1='530' y1='189' x2='553' y2='197'/>
+            <content>14,618</content>
+         </cell>
+         <cell id='257' start-row='44' start-col='5'>
+            <bounding-box x1='422' y1='189' x2='435' y2='197'/>
+            <content>458</content>
+         </cell>
+         <cell id='264' start-row='44' start-col='3'>
+            <bounding-box x1='304' y1='189' x2='317' y2='197'/>
+            <content>458</content>
+         </cell>
+         <cell id='309' start-row='44' start-col='1'>
+            <bounding-box x1='186' y1='189' x2='199' y2='197'/>
+            <content>478</content>
+         </cell>
+         <cell id='314' start-row='44' start-col='6'>
+            <bounding-box x1='471' y1='189' x2='494' y2='197'/>
+            <content>15,372</content>
+         </cell>
+         <cell id='357' start-row='44' start-col='4'>
+            <bounding-box x1='371' y1='189' x2='376' y2='197'/>
+            <content>0</content>
+         </cell>
+         <cell id='32' start-row='44' start-col='0'>
+            <bounding-box x1='38' y1='188' x2='112' y2='197'/>
+            <content>UnitedArabEmirates</content>
+         </cell>
+         <cell id='26' start-row='45' start-col='7'>
+            <bounding-box x1='530' y1='177' x2='553' y2='186'/>
+            <content>12,726</content>
+         </cell>
+         <cell id='62' start-row='45' start-col='6'>
+            <bounding-box x1='471' y1='177' x2='494' y2='186'/>
+            <content>14,253</content>
+         </cell>
+         <cell id='186' start-row='45' start-col='0'>
+            <bounding-box x1='38' y1='177' x2='85' y2='186'/>
+            <content>UnitedStates</content>
+         </cell>
+         <cell id='198' start-row='45' start-col='4'>
+            <bounding-box x1='367' y1='177' x2='376' y2='186'/>
+            <content>21</content>
+         </cell>
+         <cell id='262' start-row='45' start-col='3'>
+            <bounding-box x1='304' y1='177' x2='317' y2='186'/>
+            <content>349</content>
+         </cell>
+         <cell id='263' start-row='45' start-col='2'>
+            <bounding-box x1='245' y1='177' x2='258' y2='186'/>
+            <content>437</content>
+         </cell>
+         <cell id='299' start-row='45' start-col='1'>
+            <bounding-box x1='186' y1='177' x2='199' y2='186'/>
+            <content>450</content>
+         </cell>
+         <cell id='365' start-row='45' start-col='5'>
+            <bounding-box x1='422' y1='177' x2='435' y2='186'/>
+            <content>370</content>
+         </cell>
+         <cell id='363' start-row='0' start-col='1'>
+            <bounding-box x1='146' y1='664' x2='198' y2='681'/>
+            <content>Schools in
+original sample</content>
+            <instruction instr-id='597' subinstr-id='0'/>
+            <instruction instr-id='597' subinstr-id='2'/>
+            <instruction instr-id='597' subinstr-id='4'/>
+            <instruction instr-id='597' subinstr-id='6'/>
+            <instruction instr-id='597' subinstr-id='8'/>
+            <instruction instr-id='597' subinstr-id='10'/>
+            <instruction instr-id='597' subinstr-id='12'/>
+            <instruction instr-id='599' subinstr-id='0'/>
+            <instruction instr-id='599' subinstr-id='2'/>
+            <instruction instr-id='599' subinstr-id='4'/>
+            <instruction instr-id='599' subinstr-id='6'/>
+            <instruction instr-id='599' subinstr-id='8'/>
+            <instruction instr-id='599' subinstr-id='10'/>
+            <instruction instr-id='599' subinstr-id='12'/>
+            <instruction instr-id='599' subinstr-id='16'/>
+            <instruction instr-id='599' subinstr-id='18'/>
+            <instruction instr-id='599' subinstr-id='20'/>
+            <instruction instr-id='599' subinstr-id='22'/>
+         </cell>
+         <cell id='364' start-row='0' start-col='2'>
+            <bounding-box x1='204' y1='664' x2='257' y2='690'/>
+            <content>Eligible schools
+in original
+sample</content>
+            <instruction instr-id='601' subinstr-id='0'/>
+            <instruction instr-id='601' subinstr-id='2'/>
+            <instruction instr-id='601' subinstr-id='4'/>
+            <instruction instr-id='601' subinstr-id='6'/>
+            <instruction instr-id='601' subinstr-id='8'/>
+            <instruction instr-id='601' subinstr-id='10'/>
+            <instruction instr-id='601' subinstr-id='12'/>
+            <instruction instr-id='601' subinstr-id='16'/>
+            <instruction instr-id='601' subinstr-id='18'/>
+            <instruction instr-id='601' subinstr-id='20'/>
+            <instruction instr-id='601' subinstr-id='22'/>
+            <instruction instr-id='601' subinstr-id='24'/>
+            <instruction instr-id='603' subinstr-id='0'/>
+            <instruction instr-id='603' subinstr-id='2'/>
+            <instruction instr-id='603' subinstr-id='6'/>
+            <instruction instr-id='603' subinstr-id='8'/>
+            <instruction instr-id='603' subinstr-id='10'/>
+            <instruction instr-id='603' subinstr-id='12'/>
+            <instruction instr-id='603' subinstr-id='14'/>
+            <instruction instr-id='603' subinstr-id='16'/>
+            <instruction instr-id='603' subinstr-id='18'/>
+            <instruction instr-id='605' subinstr-id='0'/>
+            <instruction instr-id='605' subinstr-id='2'/>
+            <instruction instr-id='605' subinstr-id='4'/>
+            <instruction instr-id='605' subinstr-id='6'/>
+         </cell>
+         <cell id='365' start-row='0' start-col='3'>
+            <bounding-box x1='276' y1='664' x2='316' y2='700'/>
+            <content>Schools
+in original
+sample that
+participated</content>
+            <instruction instr-id='607' subinstr-id='0'/>
+            <instruction instr-id='607' subinstr-id='2'/>
+            <instruction instr-id='607' subinstr-id='4'/>
+            <instruction instr-id='607' subinstr-id='6'/>
+            <instruction instr-id='607' subinstr-id='8'/>
+            <instruction instr-id='609' subinstr-id='0'/>
+            <instruction instr-id='609' subinstr-id='2'/>
+            <instruction instr-id='609' subinstr-id='6'/>
+            <instruction instr-id='609' subinstr-id='8'/>
+            <instruction instr-id='609' subinstr-id='10'/>
+            <instruction instr-id='609' subinstr-id='12'/>
+            <instruction instr-id='609' subinstr-id='14'/>
+            <instruction instr-id='609' subinstr-id='16'/>
+            <instruction instr-id='609' subinstr-id='18'/>
+            <instruction instr-id='611' subinstr-id='0'/>
+            <instruction instr-id='611' subinstr-id='2'/>
+            <instruction instr-id='611' subinstr-id='4'/>
+            <instruction instr-id='611' subinstr-id='6'/>
+            <instruction instr-id='611' subinstr-id='10'/>
+            <instruction instr-id='611' subinstr-id='12'/>
+            <instruction instr-id='611' subinstr-id='14'/>
+            <instruction instr-id='611' subinstr-id='16'/>
+            <instruction instr-id='615' subinstr-id='0'/>
+            <instruction instr-id='615' subinstr-id='2'/>
+            <instruction instr-id='615' subinstr-id='4'/>
+            <instruction instr-id='615' subinstr-id='6'/>
+            <instruction instr-id='615' subinstr-id='8'/>
+            <instruction instr-id='615' subinstr-id='10'/>
+            <instruction instr-id='615' subinstr-id='12'/>
+            <instruction instr-id='615' subinstr-id='14'/>
+            <instruction instr-id='615' subinstr-id='16'/>
+            <instruction instr-id='615' subinstr-id='18'/>
+         </cell>
+         <cell id='366' start-row='0' start-col='4'>
+            <bounding-box x1='341' y1='664' x2='375' y2='681'/>
+            <content>Substitute
+schools</content>
+            <instruction instr-id='617' subinstr-id='0'/>
+            <instruction instr-id='617' subinstr-id='2'/>
+            <instruction instr-id='617' subinstr-id='4'/>
+            <instruction instr-id='617' subinstr-id='6'/>
+            <instruction instr-id='617' subinstr-id='8'/>
+            <instruction instr-id='617' subinstr-id='10'/>
+            <instruction instr-id='617' subinstr-id='12'/>
+            <instruction instr-id='617' subinstr-id='14'/>
+            <instruction instr-id='619' subinstr-id='0'/>
+            <instruction instr-id='619' subinstr-id='2'/>
+            <instruction instr-id='619' subinstr-id='4'/>
+            <instruction instr-id='619' subinstr-id='6'/>
+            <instruction instr-id='619' subinstr-id='8'/>
+         </cell>
+         <cell id='367' start-row='0' start-col='5'>
+            <bounding-box x1='393' y1='664' x2='434' y2='690'/>
+            <content>Total
+schools that
+participated</content>
+            <instruction instr-id='621' subinstr-id='0'/>
+            <instruction instr-id='621' subinstr-id='2'/>
+            <instruction instr-id='621' subinstr-id='4'/>
+            <instruction instr-id='621' subinstr-id='6'/>
+            <instruction instr-id='621' subinstr-id='8'/>
+            <instruction instr-id='623' subinstr-id='0'/>
+            <instruction instr-id='623' subinstr-id='2'/>
+            <instruction instr-id='623' subinstr-id='4'/>
+            <instruction instr-id='623' subinstr-id='6'/>
+            <instruction instr-id='623' subinstr-id='8'/>
+            <instruction instr-id='623' subinstr-id='10'/>
+            <instruction instr-id='623' subinstr-id='12'/>
+            <instruction instr-id='623' subinstr-id='14'/>
+            <instruction instr-id='623' subinstr-id='16'/>
+            <instruction instr-id='625' subinstr-id='0'/>
+            <instruction instr-id='625' subinstr-id='2'/>
+            <instruction instr-id='625' subinstr-id='4'/>
+            <instruction instr-id='625' subinstr-id='6'/>
+            <instruction instr-id='625' subinstr-id='8'/>
+            <instruction instr-id='625' subinstr-id='10'/>
+            <instruction instr-id='625' subinstr-id='12'/>
+            <instruction instr-id='625' subinstr-id='14'/>
+            <instruction instr-id='625' subinstr-id='16'/>
+            <instruction instr-id='625' subinstr-id='18'/>
+         </cell>
+         <cell id='368' start-row='0' start-col='6'>
+            <bounding-box x1='452' y1='664' x2='493' y2='700'/>
+            <content>Sampled
+students in
+participating
+schools</content>
+            <instruction instr-id='627' subinstr-id='0'/>
+            <instruction instr-id='627' subinstr-id='2'/>
+            <instruction instr-id='627' subinstr-id='4'/>
+            <instruction instr-id='627' subinstr-id='6'/>
+            <instruction instr-id='627' subinstr-id='8'/>
+            <instruction instr-id='629' subinstr-id='0'/>
+            <instruction instr-id='629' subinstr-id='2'/>
+            <instruction instr-id='629' subinstr-id='4'/>
+            <instruction instr-id='629' subinstr-id='6'/>
+            <instruction instr-id='629' subinstr-id='8'/>
+            <instruction instr-id='629' subinstr-id='10'/>
+            <instruction instr-id='629' subinstr-id='12'/>
+            <instruction instr-id='629' subinstr-id='14'/>
+            <instruction instr-id='629' subinstr-id='16'/>
+            <instruction instr-id='631' subinstr-id='0'/>
+            <instruction instr-id='631' subinstr-id='2'/>
+            <instruction instr-id='631' subinstr-id='4'/>
+            <instruction instr-id='631' subinstr-id='6'/>
+            <instruction instr-id='631' subinstr-id='8'/>
+            <instruction instr-id='631' subinstr-id='10'/>
+            <instruction instr-id='631' subinstr-id='12'/>
+            <instruction instr-id='631' subinstr-id='14'/>
+            <instruction instr-id='631' subinstr-id='16'/>
+            <instruction instr-id='631' subinstr-id='18'/>
+            <instruction instr-id='631' subinstr-id='20'/>
+            <instruction instr-id='633' subinstr-id='0'/>
+            <instruction instr-id='633' subinstr-id='2'/>
+            <instruction instr-id='633' subinstr-id='4'/>
+            <instruction instr-id='633' subinstr-id='6'/>
+            <instruction instr-id='633' subinstr-id='8'/>
+         </cell>
+         <cell id='369' start-row='0' start-col='7'>
+            <bounding-box x1='520' y1='664' x2='552' y2='681'/>
+            <content>Students
+assessed</content>
+            <instruction instr-id='635' subinstr-id='0'/>
+            <instruction instr-id='635' subinstr-id='2'/>
+            <instruction instr-id='635' subinstr-id='4'/>
+            <instruction instr-id='635' subinstr-id='6'/>
+            <instruction instr-id='635' subinstr-id='8'/>
+            <instruction instr-id='635' subinstr-id='10'/>
+            <instruction instr-id='635' subinstr-id='12'/>
+            <instruction instr-id='637' subinstr-id='0'/>
+            <instruction instr-id='637' subinstr-id='2'/>
+            <instruction instr-id='637' subinstr-id='4'/>
+            <instruction instr-id='637' subinstr-id='6'/>
+         </cell>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' col-increment='0' row-increment='0' page='5'>
+         <cell id='8' start-row='1' start-col='0'>
+            <bounding-box x1='56' y1='653' x2='100' y2='661'/>
+            <content>Alberta-CAN</content>
+         </cell>
+         <cell id='18' start-row='1' start-col='3'>
+            <bounding-box x1='322' y1='653' x2='335' y2='661'/>
+            <content>143</content>
+         </cell>
+         <cell id='37' start-row='1' start-col='1'>
+            <bounding-box x1='204' y1='653' x2='217' y2='661'/>
+            <content>150</content>
+         </cell>
+         <cell id='38' start-row='1' start-col='2'>
+            <bounding-box x1='263' y1='653' x2='276' y2='661'/>
+            <content>147</content>
+         </cell>
+         <cell id='48' start-row='1' start-col='7'>
+            <bounding-box x1='552' y1='653' x2='571' y2='661'/>
+            <content>3,789</content>
+         </cell>
+         <cell id='59' start-row='1' start-col='5'>
+            <bounding-box x1='440' y1='653' x2='453' y2='661'/>
+            <content>145</content>
+         </cell>
+         <cell id='61' start-row='1' start-col='6'>
+            <bounding-box x1='493' y1='653' x2='512' y2='661'/>
+            <content>4,292</content>
+         </cell>
+         <cell id='81' start-row='1' start-col='4'>
+            <bounding-box x1='389' y1='653' x2='394' y2='661'/>
+            <content>2</content>
+         </cell>
+         <cell id='1' start-row='2' start-col='6'>
+            <bounding-box x1='493' y1='642' x2='512' y2='650'/>
+            <content>4,932</content>
+         </cell>
+         <cell id='24' start-row='2' start-col='1'>
+            <bounding-box x1='204' y1='642' x2='217' y2='650'/>
+            <content>200</content>
+         </cell>
+         <cell id='28' start-row='2' start-col='0'>
+            <bounding-box x1='56' y1='642' x2='101' y2='651'/>
+            <content>Ontario-CAN</content>
+         </cell>
+         <cell id='55' start-row='2' start-col='3'>
+            <bounding-box x1='322' y1='642' x2='335' y2='650'/>
+            <content>188</content>
+         </cell>
+         <cell id='57' start-row='2' start-col='7'>
+            <bounding-box x1='552' y1='642' x2='571' y2='650'/>
+            <content>4,561</content>
+         </cell>
+         <cell id='66' start-row='2' start-col='2'>
+            <bounding-box x1='263' y1='642' x2='276' y2='650'/>
+            <content>191</content>
+         </cell>
+         <cell id='73' start-row='2' start-col='5'>
+            <bounding-box x1='440' y1='642' x2='453' y2='650'/>
+            <content>189</content>
+         </cell>
+         <cell id='84' start-row='2' start-col='4'>
+            <bounding-box x1='389' y1='642' x2='394' y2='650'/>
+            <content>1</content>
+         </cell>
+         <cell id='13' start-row='3' start-col='5'>
+            <bounding-box x1='440' y1='631' x2='453' y2='640'/>
+            <content>190</content>
+         </cell>
+         <cell id='35' start-row='3' start-col='6'>
+            <bounding-box x1='493' y1='631' x2='512' y2='640'/>
+            <content>4,529</content>
+         </cell>
+         <cell id='44' start-row='3' start-col='3'>
+            <bounding-box x1='322' y1='631' x2='335' y2='640'/>
+            <content>189</content>
+         </cell>
+         <cell id='45' start-row='3' start-col='0'>
+            <bounding-box x1='56' y1='631' x2='103' y2='640'/>
+            <content>Quebec-CAN</content>
+         </cell>
+         <cell id='58' start-row='3' start-col='2'>
+            <bounding-box x1='263' y1='631' x2='276' y2='640'/>
+            <content>197</content>
+         </cell>
+         <cell id='62' start-row='3' start-col='7'>
+            <bounding-box x1='552' y1='631' x2='571' y2='640'/>
+            <content>4,244</content>
+         </cell>
+         <cell id='68' start-row='3' start-col='1'>
+            <bounding-box x1='204' y1='631' x2='217' y2='640'/>
+            <content>200</content>
+         </cell>
+         <cell id='86' start-row='3' start-col='4'>
+            <bounding-box x1='389' y1='631' x2='394' y2='640'/>
+            <content>1</content>
+         </cell>
+         <cell id='15' start-row='4' start-col='1'>
+            <bounding-box x1='208' y1='621' x2='217' y2='629'/>
+            <content>99</content>
+         </cell>
+         <cell id='16' start-row='4' start-col='7'>
+            <bounding-box x1='552' y1='621' x2='571' y2='629'/>
+            <content>3,548</content>
+         </cell>
+         <cell id='27' start-row='4' start-col='5'>
+            <bounding-box x1='444' y1='621' x2='453' y2='629'/>
+            <content>95</content>
+         </cell>
+         <cell id='30' start-row='4' start-col='6'>
+            <bounding-box x1='493' y1='621' x2='512' y2='629'/>
+            <content>3,942</content>
+         </cell>
+         <cell id='43' start-row='4' start-col='2'>
+            <bounding-box x1='267' y1='621' x2='276' y2='629'/>
+            <content>95</content>
+         </cell>
+         <cell id='46' start-row='4' start-col='4'>
+            <bounding-box x1='389' y1='621' x2='394' y2='629'/>
+            <content>0</content>
+         </cell>
+         <cell id='83' start-row='4' start-col='3'>
+            <bounding-box x1='326' y1='621' x2='335' y2='629'/>
+            <content>95</content>
+         </cell>
+         <cell id='54' start-row='4' start-col='0'>
+            <bounding-box x1='56' y1='620' x2='101' y2='629'/>
+            <content>Maltese-MLT</content>
+         </cell>
+         <cell id='10' start-row='5' start-col='0'>
+            <bounding-box x1='56' y1='610' x2='109' y2='618'/>
+            <content>Andalusia-ESP</content>
+         </cell>
+         <cell id='14' start-row='5' start-col='3'>
+            <bounding-box x1='322' y1='610' x2='335' y2='618'/>
+            <content>149</content>
+         </cell>
+         <cell id='29' start-row='5' start-col='6'>
+            <bounding-box x1='493' y1='610' x2='512' y2='618'/>
+            <content>4,652</content>
+         </cell>
+         <cell id='32' start-row='5' start-col='7'>
+            <bounding-box x1='552' y1='610' x2='571' y2='618'/>
+            <content>4,333</content>
+         </cell>
+         <cell id='34' start-row='5' start-col='5'>
+            <bounding-box x1='440' y1='610' x2='453' y2='618'/>
+            <content>149</content>
+         </cell>
+         <cell id='50' start-row='5' start-col='4'>
+            <bounding-box x1='389' y1='610' x2='394' y2='618'/>
+            <content>0</content>
+         </cell>
+         <cell id='71' start-row='5' start-col='1'>
+            <bounding-box x1='204' y1='610' x2='217' y2='618'/>
+            <content>150</content>
+         </cell>
+         <cell id='82' start-row='5' start-col='2'>
+            <bounding-box x1='263' y1='610' x2='276' y2='618'/>
+            <content>150</content>
+         </cell>
+         <cell id='36' start-row='6' start-col='2'>
+            <bounding-box x1='263' y1='599' x2='276' y2='607'/>
+            <content>165</content>
+         </cell>
+         <cell id='47' start-row='6' start-col='0'>
+            <bounding-box x1='56' y1='599' x2='111' y2='608'/>
+            <content>AbuDhabi-UAE</content>
+         </cell>
+         <cell id='51' start-row='6' start-col='6'>
+            <bounding-box x1='493' y1='599' x2='512' y2='607'/>
+            <content>4,308</content>
+         </cell>
+         <cell id='60' start-row='6' start-col='4'>
+            <bounding-box x1='389' y1='599' x2='394' y2='607'/>
+            <content>0</content>
+         </cell>
+         <cell id='67' start-row='6' start-col='5'>
+            <bounding-box x1='440' y1='599' x2='453' y2='607'/>
+            <content>164</content>
+         </cell>
+         <cell id='70' start-row='6' start-col='1'>
+            <bounding-box x1='204' y1='599' x2='217' y2='607'/>
+            <content>168</content>
+         </cell>
+         <cell id='72' start-row='6' start-col='7'>
+            <bounding-box x1='552' y1='599' x2='571' y2='607'/>
+            <content>4,146</content>
+         </cell>
+         <cell id='80' start-row='6' start-col='3'>
+            <bounding-box x1='322' y1='599' x2='335' y2='607'/>
+            <content>164</content>
+         </cell>
+         <cell id='22' start-row='7' start-col='6'>
+            <bounding-box x1='493' y1='588' x2='512' y2='596'/>
+            <content>6,497</content>
+         </cell>
+         <cell id='33' start-row='7' start-col='3'>
+            <bounding-box x1='322' y1='588' x2='335' y2='596'/>
+            <content>138</content>
+         </cell>
+         <cell id='52' start-row='7' start-col='2'>
+            <bounding-box x1='263' y1='588' x2='276' y2='596'/>
+            <content>139</content>
+         </cell>
+         <cell id='65' start-row='7' start-col='0'>
+            <bounding-box x1='56' y1='588' x2='95' y2='597'/>
+            <content>Dubai-UAE</content>
+         </cell>
+         <cell id='69' start-row='7' start-col='7'>
+            <bounding-box x1='552' y1='588' x2='571' y2='596'/>
+            <content>6,061</content>
+         </cell>
+         <cell id='74' start-row='7' start-col='1'>
+            <bounding-box x1='204' y1='588' x2='217' y2='596'/>
+            <content>152</content>
+         </cell>
+         <cell id='76' start-row='7' start-col='5'>
+            <bounding-box x1='440' y1='588' x2='453' y2='596'/>
+            <content>138</content>
+         </cell>
+         <cell id='77' start-row='7' start-col='4'>
+            <bounding-box x1='389' y1='588' x2='394' y2='596'/>
+            <content>0</content>
+         </cell>
+         <cell id='2' start-row='8' start-col='0'>
+            <bounding-box x1='56' y1='578' x2='99' y2='586'/>
+            <content>Florida-USA</content>
+         </cell>
+         <cell id='19' start-row='8' start-col='6'>
+            <bounding-box x1='493' y1='578' x2='512' y2='586'/>
+            <content>3,052</content>
+         </cell>
+         <cell id='21' start-row='8' start-col='7'>
+            <bounding-box x1='551' y1='578' x2='571' y2='586'/>
+            <content>2,598</content>
+         </cell>
+         <cell id='63' start-row='8' start-col='3'>
+            <bounding-box x1='326' y1='578' x2='335' y2='586'/>
+            <content>77</content>
+         </cell>
+         <cell id='75' start-row='8' start-col='5'>
+            <bounding-box x1='444' y1='578' x2='453' y2='586'/>
+            <content>77</content>
+         </cell>
+         <cell id='78' start-row='8' start-col='1'>
+            <bounding-box x1='208' y1='578' x2='217' y2='586'/>
+            <content>81</content>
+         </cell>
+         <cell id='79' start-row='8' start-col='2'>
+            <bounding-box x1='267' y1='578' x2='276' y2='586'/>
+            <content>80</content>
+         </cell>
+         <cell id='85' start-row='8' start-col='4'>
+            <bounding-box x1='389' y1='578' x2='394' y2='586'/>
+            <content>0</content>
+         </cell>
+         <cell id='65' start-row='0' start-col='0'>
+            <bounding-box x1='56' y1='664' x2='120' y2='681'/>
+            <content>Benchmarking
+education systems</content>
+            <instruction instr-id='227' subinstr-id='0'/>
+            <instruction instr-id='227' subinstr-id='2'/>
+            <instruction instr-id='227' subinstr-id='4'/>
+            <instruction instr-id='227' subinstr-id='6'/>
+            <instruction instr-id='227' subinstr-id='8'/>
+            <instruction instr-id='227' subinstr-id='10'/>
+            <instruction instr-id='227' subinstr-id='12'/>
+            <instruction instr-id='231' subinstr-id='0'/>
+            <instruction instr-id='231' subinstr-id='2'/>
+            <instruction instr-id='231' subinstr-id='4'/>
+            <instruction instr-id='231' subinstr-id='6'/>
+            <instruction instr-id='231' subinstr-id='8'/>
+            <instruction instr-id='231' subinstr-id='10'/>
+            <instruction instr-id='231' subinstr-id='12'/>
+            <instruction instr-id='231' subinstr-id='14'/>
+            <instruction instr-id='231' subinstr-id='18'/>
+            <instruction instr-id='231' subinstr-id='20'/>
+            <instruction instr-id='231' subinstr-id='22'/>
+         </cell>
+         <cell id='66' start-row='0' start-col='1'>
+            <bounding-box x1='164' y1='664' x2='216' y2='681'/>
+            <content>Schools in
+original sample</content>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+            <instruction instr-id='233' subinstr-id='4'/>
+            <instruction instr-id='233' subinstr-id='6'/>
+            <instruction instr-id='233' subinstr-id='8'/>
+            <instruction instr-id='233' subinstr-id='10'/>
+            <instruction instr-id='233' subinstr-id='12'/>
+            <instruction instr-id='235' subinstr-id='0'/>
+            <instruction instr-id='235' subinstr-id='2'/>
+            <instruction instr-id='235' subinstr-id='4'/>
+            <instruction instr-id='235' subinstr-id='6'/>
+            <instruction instr-id='235' subinstr-id='8'/>
+            <instruction instr-id='235' subinstr-id='10'/>
+            <instruction instr-id='235' subinstr-id='12'/>
+            <instruction instr-id='235' subinstr-id='16'/>
+            <instruction instr-id='235' subinstr-id='18'/>
+            <instruction instr-id='235' subinstr-id='20'/>
+            <instruction instr-id='235' subinstr-id='22'/>
+         </cell>
+         <cell id='67' start-row='0' start-col='2'>
+            <bounding-box x1='222' y1='664' x2='275' y2='690'/>
+            <content>Eligible schools
+in original
+sample</content>
+            <instruction instr-id='237' subinstr-id='0'/>
+            <instruction instr-id='237' subinstr-id='2'/>
+            <instruction instr-id='237' subinstr-id='4'/>
+            <instruction instr-id='237' subinstr-id='6'/>
+            <instruction instr-id='237' subinstr-id='8'/>
+            <instruction instr-id='237' subinstr-id='10'/>
+            <instruction instr-id='237' subinstr-id='12'/>
+            <instruction instr-id='237' subinstr-id='16'/>
+            <instruction instr-id='237' subinstr-id='18'/>
+            <instruction instr-id='237' subinstr-id='20'/>
+            <instruction instr-id='237' subinstr-id='22'/>
+            <instruction instr-id='237' subinstr-id='24'/>
+            <instruction instr-id='239' subinstr-id='0'/>
+            <instruction instr-id='239' subinstr-id='2'/>
+            <instruction instr-id='239' subinstr-id='6'/>
+            <instruction instr-id='239' subinstr-id='8'/>
+            <instruction instr-id='239' subinstr-id='10'/>
+            <instruction instr-id='239' subinstr-id='12'/>
+            <instruction instr-id='239' subinstr-id='14'/>
+            <instruction instr-id='239' subinstr-id='16'/>
+            <instruction instr-id='239' subinstr-id='18'/>
+            <instruction instr-id='241' subinstr-id='0'/>
+            <instruction instr-id='241' subinstr-id='2'/>
+            <instruction instr-id='241' subinstr-id='4'/>
+            <instruction instr-id='241' subinstr-id='6'/>
+         </cell>
+         <cell id='68' start-row='0' start-col='3'>
+            <bounding-box x1='294' y1='664' x2='334' y2='700'/>
+            <content>Schools
+in original
+sample that
+participated</content>
+            <instruction instr-id='243' subinstr-id='0'/>
+            <instruction instr-id='243' subinstr-id='2'/>
+            <instruction instr-id='243' subinstr-id='4'/>
+            <instruction instr-id='243' subinstr-id='6'/>
+            <instruction instr-id='243' subinstr-id='8'/>
+            <instruction instr-id='245' subinstr-id='0'/>
+            <instruction instr-id='245' subinstr-id='2'/>
+            <instruction instr-id='245' subinstr-id='6'/>
+            <instruction instr-id='245' subinstr-id='8'/>
+            <instruction instr-id='245' subinstr-id='10'/>
+            <instruction instr-id='245' subinstr-id='12'/>
+            <instruction instr-id='245' subinstr-id='14'/>
+            <instruction instr-id='245' subinstr-id='16'/>
+            <instruction instr-id='245' subinstr-id='18'/>
+            <instruction instr-id='247' subinstr-id='0'/>
+            <instruction instr-id='247' subinstr-id='2'/>
+            <instruction instr-id='247' subinstr-id='4'/>
+            <instruction instr-id='247' subinstr-id='6'/>
+            <instruction instr-id='247' subinstr-id='10'/>
+            <instruction instr-id='247' subinstr-id='12'/>
+            <instruction instr-id='247' subinstr-id='14'/>
+            <instruction instr-id='247' subinstr-id='16'/>
+            <instruction instr-id='250' subinstr-id='0'/>
+            <instruction instr-id='250' subinstr-id='2'/>
+            <instruction instr-id='250' subinstr-id='4'/>
+            <instruction instr-id='250' subinstr-id='6'/>
+            <instruction instr-id='250' subinstr-id='8'/>
+            <instruction instr-id='250' subinstr-id='10'/>
+            <instruction instr-id='250' subinstr-id='12'/>
+            <instruction instr-id='250' subinstr-id='14'/>
+            <instruction instr-id='250' subinstr-id='16'/>
+            <instruction instr-id='250' subinstr-id='18'/>
+         </cell>
+         <cell id='69' start-row='0' start-col='4'>
+            <bounding-box x1='359' y1='664' x2='393' y2='681'/>
+            <content>Substitute
+schools</content>
+            <instruction instr-id='252' subinstr-id='0'/>
+            <instruction instr-id='252' subinstr-id='2'/>
+            <instruction instr-id='252' subinstr-id='4'/>
+            <instruction instr-id='252' subinstr-id='6'/>
+            <instruction instr-id='252' subinstr-id='8'/>
+            <instruction instr-id='252' subinstr-id='10'/>
+            <instruction instr-id='252' subinstr-id='12'/>
+            <instruction instr-id='252' subinstr-id='14'/>
+            <instruction instr-id='254' subinstr-id='0'/>
+            <instruction instr-id='254' subinstr-id='2'/>
+            <instruction instr-id='254' subinstr-id='4'/>
+            <instruction instr-id='254' subinstr-id='6'/>
+            <instruction instr-id='254' subinstr-id='8'/>
+         </cell>
+         <cell id='70' start-row='0' start-col='5'>
+            <bounding-box x1='411' y1='664' x2='452' y2='690'/>
+            <content>Total
+schools that
+participated</content>
+            <instruction instr-id='256' subinstr-id='0'/>
+            <instruction instr-id='256' subinstr-id='2'/>
+            <instruction instr-id='256' subinstr-id='4'/>
+            <instruction instr-id='256' subinstr-id='6'/>
+            <instruction instr-id='256' subinstr-id='8'/>
+            <instruction instr-id='258' subinstr-id='0'/>
+            <instruction instr-id='258' subinstr-id='2'/>
+            <instruction instr-id='258' subinstr-id='4'/>
+            <instruction instr-id='258' subinstr-id='6'/>
+            <instruction instr-id='258' subinstr-id='8'/>
+            <instruction instr-id='258' subinstr-id='10'/>
+            <instruction instr-id='258' subinstr-id='12'/>
+            <instruction instr-id='258' subinstr-id='14'/>
+            <instruction instr-id='258' subinstr-id='16'/>
+            <instruction instr-id='260' subinstr-id='0'/>
+            <instruction instr-id='260' subinstr-id='2'/>
+            <instruction instr-id='260' subinstr-id='4'/>
+            <instruction instr-id='260' subinstr-id='6'/>
+            <instruction instr-id='260' subinstr-id='8'/>
+            <instruction instr-id='260' subinstr-id='10'/>
+            <instruction instr-id='260' subinstr-id='12'/>
+            <instruction instr-id='260' subinstr-id='14'/>
+            <instruction instr-id='260' subinstr-id='16'/>
+            <instruction instr-id='260' subinstr-id='18'/>
+         </cell>
+         <cell id='71' start-row='0' start-col='6'>
+            <bounding-box x1='470' y1='664' x2='511' y2='700'/>
+            <content>Sampled
+students in
+participating
+schools</content>
+            <instruction instr-id='262' subinstr-id='0'/>
+            <instruction instr-id='262' subinstr-id='2'/>
+            <instruction instr-id='262' subinstr-id='4'/>
+            <instruction instr-id='262' subinstr-id='6'/>
+            <instruction instr-id='262' subinstr-id='8'/>
+            <instruction instr-id='264' subinstr-id='0'/>
+            <instruction instr-id='264' subinstr-id='2'/>
+            <instruction instr-id='264' subinstr-id='4'/>
+            <instruction instr-id='264' subinstr-id='6'/>
+            <instruction instr-id='264' subinstr-id='8'/>
+            <instruction instr-id='264' subinstr-id='10'/>
+            <instruction instr-id='264' subinstr-id='12'/>
+            <instruction instr-id='264' subinstr-id='14'/>
+            <instruction instr-id='264' subinstr-id='16'/>
+            <instruction instr-id='266' subinstr-id='0'/>
+            <instruction instr-id='266' subinstr-id='2'/>
+            <instruction instr-id='266' subinstr-id='4'/>
+            <instruction instr-id='266' subinstr-id='6'/>
+            <instruction instr-id='266' subinstr-id='8'/>
+            <instruction instr-id='266' subinstr-id='10'/>
+            <instruction instr-id='266' subinstr-id='12'/>
+            <instruction instr-id='266' subinstr-id='14'/>
+            <instruction instr-id='266' subinstr-id='16'/>
+            <instruction instr-id='266' subinstr-id='18'/>
+            <instruction instr-id='266' subinstr-id='20'/>
+            <instruction instr-id='268' subinstr-id='0'/>
+            <instruction instr-id='268' subinstr-id='2'/>
+            <instruction instr-id='268' subinstr-id='4'/>
+            <instruction instr-id='268' subinstr-id='6'/>
+            <instruction instr-id='268' subinstr-id='8'/>
+         </cell>
+         <cell id='72' start-row='0' start-col='7'>
+            <bounding-box x1='538' y1='664' x2='570' y2='681'/>
+            <content>Students
+assessed</content>
+            <instruction instr-id='270' subinstr-id='0'/>
+            <instruction instr-id='270' subinstr-id='2'/>
+            <instruction instr-id='270' subinstr-id='4'/>
+            <instruction instr-id='270' subinstr-id='6'/>
+            <instruction instr-id='270' subinstr-id='8'/>
+            <instruction instr-id='270' subinstr-id='10'/>
+            <instruction instr-id='270' subinstr-id='12'/>
+            <instruction instr-id='272' subinstr-id='0'/>
+            <instruction instr-id='272' subinstr-id='2'/>
+            <instruction instr-id='272' subinstr-id='4'/>
+            <instruction instr-id='272' subinstr-id='6'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..39a8546ce0d8ece82a9b38509deb5497ee4549e2
GIT binary patch
literal 122078
zcma&NQ?O{uwk$e_=CEzswr$(CZQHhO+qP}n_84!i9p}B+C+_>Wf7M!4Wo5OG-Yc_3
z5z7gQP}9>eK@g8##TG!&)8WzK*&0|taB<N}8QYjTnc>mX|C3Un6*0GRGIqeD6|vHH
zG8Qs6v^6s3;el{;axm7nhH%Te))sff5_K_AV~v9k5J+GqoX&?m1n)zMXr^5e$I0ur
z7K7ts6%TjJ>l1DQNeCn{<nrz39nJXsVqRU)e(s+7YH0KTBBz9dQc*ST+0yCZ*8MTw
z^X%`d{VDm)&9>F%g&F9N9AD9GNg#Vn;737DR|O7ytR|8abh}slB#;)MrKv!bj(&NK
z)r9?9+wx_OXs?ANPWM(@P4oh)js>cd1D!zk1e%}g$sY$zlVi=Di%dKDZA@u~Q~H~o
z4f}KGH2GT4f3ChfTlQi1;Z=F=NhbzDEBS2~N8F=26u9_Ued}to#nokB`sM1ufQGaC
zxwv<Ba-W^p(2uwF%*`8pKqc+^x6_xWTNzNMf&9n_4hi|FPOO^>7S!{6@5vnedT+lU
zSG1IM6f`h#KKJM8`rZc3Q&`7{Gu8qOv{dtTvUlAtacK6Tj{%PNS_B~?o~S$(HlQgh
zxuEQC!{fD1gXc%CG-NN0G&uW&WSl;|c1Cx}knUtS2M0%6r|;wb-lj`W2Qv8q0aaz=
zPwL(y|9)`znFrU{gg6=JqSNPutMO|96KtZv>BRK~JNO~pM!N%0j_ARvXs2f*#j;rq
zZYckzRGPcGLK1ayA=!M{RpXg(IH0+F(DdsqNLe;zXwmcMvtwNG@gqGKuNg(^HF6`w
zbm%>l&7*iyC-iY$Oc^~&u8_ApjHhE_3I=&LC;nl-J<h;m_BM=)BFV$!!#A~Cj<gYc
z)3yaqRLOECts2NK;hMKw52$g=WX)k~;W^(^0_zlZWnA&sJ}NSe(i*M^wZWBeylRkp
zJ3xR#D~h-h{#ezOuB1|W*7sWekmcc_EH;U3k3R^SnAdY@w5u2<u};PbV^P<pOzVoi
z|G0QglBaI}kx4QPc*1nQQ5H8yVy0}t7M7F^1Uh~DyAdC{|9FT3*d>l0vB4R2Ks#s=
z%{9jXkpWZBt_`c|qbHSJ!ZOE_3qQt*<W+S?OHVUXo`dN%vJTF$e!(@o?k={y8jtYx
z&Dg~@{Wh9x2e#c$Nv6~q^lS%09jcUOMa{bghyrbrx#T{{c%h4?D<|dj<jqLGRVvfl
z>QtX({j`^LAV^Q@J4UIRg>SXLBA&`EWM2?i3zTYMQk2YYh-r_%tpkxV*nk`#7s;&H
zEb<o;CDxF;I9}m8NB32Qcj58{9LLMTgT97oULzPG!*#IynJ_<<n^2?@GfF4EvQY}}
z--lDv>ytT9ZH6c=N)x>r!REr$>mJJr^6FFu&CQR|wJftwPP{lMSWzg-=9`p76(`Me
zF_{Fl)Gf$CvY6!L^3VGw%PaNQw+caYJWShs9HbmPE~>{uh|a%YZu1KiX5+Dk>xSPi
zr734Jlq#`_rrPVd99uyuGdlu|em!$zl#aPOPPMdoxV%oWvK(l4C>ZA-P_*@ezLz5k
zx6xFzu70^-B6r_2j(ym0VKgUlo{fKu3GM*1B}|e`dOD6PS$fVl95)`E6=jvIDsXcx
z9Br;7)yyUMJBwkIwnDZ`_g+3H<kc<-=XoUL#42KeCHeOQ8)NGAxP4EuAm4#d5#%TM
zc|!DBU75euCKnRo-^vBHbJ6D!?QVos^EAKCT@;rA^Mu3v6I<(Kcbu6|6S%g@6Kkg*
z;162y{N^<OfLjarH<F%+<f2m=P}W9ci!!Vv!U@XG_yb~)qc^=35C-$*<N_T*20<BZ
zUPe$R1Q^v6vuPJBo@ZAt`ck{Tu8zsvx>{1aU-5Xc5zV@Ce3`S#e*^Ji34&~7ltp*C
ziznRA-t9xW{a{!6p@1c6h&I?O?S>qn0`XN65_b-FG>2Jnw1o8&%3qq*&{QvyYd>6r
zsYsS!L<#mla;{3{=s4T*djm-jv$fXj_opZZQ;CEO)QIu5yl^UqnTM@tGR_aI-gX=a
zy&yilK%GH}$q3yOF`$B}qS|s|+&2&lnev5CJ?CM-VQD|5N$3XbEGeCo^c0$+C`y=~
z#0Qlu0jYfB$YsZ>S=&SjY1|WY`F`{-KxnfW1}vmOQfP4qz?%?V<e`U8Na@;HC>X*q
zz_X6@M?DpY$n+_ggv7zD7nM59pIK-CA5=z&ConK?BxK^#hj($wBxF<e_BMDQJH9zx
zPmnq|0;?0V6>+LIoOthj`X7Oj;l#4L=+%oxs3#EQfRoM<I|fqiP`kyV(VNOcmpLfM
zp`HZ6Sw6z?=mp=7InaIHS)&4TAVsz^!KVpsnP6(e0c)-2zXhL|NXXU!Hi|<6quZ;Y
zoEME?YfWY*g@~Qz@P*zxIcLU#-f^8A)V|%tRZ|oIIC@d<>3%{;e2)Z2i&JjIRcvkD
zw?ZLXuH5{|X}^_{tDoIdlpGE+%kZ#Y87oQVWRC!iKNWRPW36x^e0g_oJDkm7%4c~L
z;3Z4w*HLGDJ&e*Yi!66%L0|g0?9LPGCa7q7Re-JB{!$+1l~LWAl?<=(hd(-(BBlw*
z4u3!*aqn@I=S7iMkqB}o-i>{HVTWAIe%yX}{<G&Y*MX9EhUpiw?Y@HY($UIts*B^+
zgG-!&-mcT{q?`~=0}xHNuzpMm6b>(RoR(~GG%bc}>AMQ&%O)>M!2wU3L5A2I;q%RS
zUZE9AaekvCM^oIND&GnAa`6m>Tu5O&$b=!FuzR1}`G{8MFCy3Y=dm@0+Gt`t$*)hO
zfd>PTtjZch7~VZyUAc(?$uLo;slF16c~_A~RE`&~jiV*p*G8u`g*_G|U<#1TsXK-o
zq*d!q=I(%)TJohBU4Fx5$R2gmgUCmpTv!B@XAN@mbmCS?CNbnGwtj8lN2wTg3ZE;3
z@(P~^Z-xsY$TZl3cmqwYzyM!5BHr&DS}Z^)cr+FjKN)OhxLz=LDYK;~s$7a(85l*D
z*iMg(NBpC3q3`!vd81F^`3(c7xR|^sj5N$q@LqTdiBT6_O1-Ti!ehaU17VUU1=Gzx
zu0&X%LI`{49B0g=2zZUhu#koTA-VR(`FI~*5=y$z(BI$LTG9>aG#Tub$M#3&niOhq
zDKbE2%Y?%z_pPEET~7GSFb8+M16GWDWT^ZgD#^vFpqY__f(4+laV`$-W^Ckj^B^^`
zTE*ecnu3Nd^G2|mzw=OSJ)E=%Euf>4ZkfJf24cv!))x)1HqMSCq+=y%F?=|NeGnTW
zDd8fRi9ae;1pfUTg+Ca+*kMVlZML)BOQ?K1XaJ=32O}W<Zc`f|iLBFtfzjp)R2-Q{
z5x$ZjYo6jlS)kpHsEvH%MMmw}J>r&&GnMM}h*%BS)dvNxM>Po<wI}NKw?@KMN(F<1
zAT6+}84QKsQSf0j<I>v8CH$d$u0dd!Wvif<f?kDa#PA{NDHc?U#`0Y6lzIdZ;GeUK
zw3BT%!P!7=?vgoTM^H>9gfgYwi+RaDTSqPge9#k|4wl=gO}P7PK!mP6<h$E>T&+We
zMR9lf?J-g_)%!q#2-O|4d$}0^8^rv0%p=bgC||ZBDneOngB=*=qGz`EW!TC60qmxs
z!+`{3q?wuK&oCttgR0mFoSEWYl@K&qGkSpX&EjQb3EtB_95u1%ODf>rv4;4R#}Z4=
z?p)?T<bV8x%ri_9u%W!_X#I97mjlbjp`H{|wcRu}brlNU9RT(E=QCT!VsBG}yL-Ub
z2fItTz&l~njVh4VAi`pJeFEf@<<&nmNDP6#%|G3E2g?2lFIE;}k%bNU#E(KW7et=Z
z%tm~uT6lAG(zVBcAy_h|NwOQL{b&#{Jj!<3{raipog5+8y56yCG!#|YZ)3nlC|JP4
zapLPpek2kutR3_KRlYP$1y{x!vt2glP$>ngcSopD$uHAF3UvcEI8pdDVHcTMU%a_3
zuO$jGBt?j_-!_83_;4Wt+>}ZHXgy1>z3vrixcm*u`}0R~-^}z3ThoJp4q#KS0j}oz
z1?x2`N+K2hBC_4`3Zt#bKv58uCXQm1!S+B+YHTd}?_9PdY8*z;lcHP*#AGJgbB83y
zlxpJ>%DEA9sTU#q70f6oe=+fBOdc>!jR5w#7aul-3>35Fo<1w!?$#GDG9TMYUiKN_
zaJ^4tDJluhAO5pKoA7-t08Yi{jjiF+6N0&Q$RMz7kjXz;c78xAcQ2sL8m=q+mrv+_
zP%vJD-}|oLhe~8=DMH0m9Ap2WNqCHc!J;aqCJLdX5XI%SjozYXGk1W<on9sk?b(1L
z*d8fRVFI)qkx46s9FRdww-}Vymes#S-wS6QKT2LxCzBb1qnaTPoR|VGdSRc?Hj7~a
z{#oWy)eBM&wyUB|u%1`Pj!bGVGaCFNy2$~K#5yFgD2TIY^4bGb`;sxFP#D9@`<baR
z4o_I}#;N<BHiDGz7s1Pdav&_Fs6mndmsF^3zQ|}SWFYIN!N`gnqJTg+-ixE-6E^_y
zoG}Zg)2O8yn#iLrf$&)*BWY3(>wahV;ximceKZrmhH46Gc+>_Jjt;02a6e#!J%KDo
zq}KJL(91aoRpO7U#+8>4c31MP9hXBrtMpf_x645mR@^pMNEKP1yJ42k<_Z~XaE^!c
z^C9^X&oQG6@8-H2%(mq;hc6Pa*H}wYFZS^?nO5>E|0DNRmBA#Q`%DWbG)s!Cf#jZr
zQlTq4`&o$26sHqKG#k$!{T2yu=6GTQZ}`HsF1$oBPV&e^SlK{|mPP1w(+C?`*{gEc
zA*sNcVPDxC7qx{F9g#9{ODf_0x0r``wqT$_w(xxbZg7f#q0awOgf&aUI0TJG{E%LY
z%k~GIi|}*5p1Eylcae`9C95yG+SgAZVB7~JuSWfwZ9Bbfq7c!z+Q{?aWm~Ddd?uGW
z`1Iy$ozm@d#igN|ht!mJL#05YKelDuC?z-*SYKZzx@pOsMZ3lsN+hZ2u!i4<C5*r(
zbVJQ5f;#PsI|8MOc;93AfG=9dWrD<S2!_0XKA;yCovF;mQ2-T%SGVXL%wn9FI(T&V
zmL&Z2vs}XaY#lzs+%F?(dxp3$EZQ6|Yv|f{hfRmt4Nlydy8-Uao|b;RXnaxjATYx^
zonEB=A`7*Fjk99#a%xI1;wu5^gF3LIATcdfxX~krD2F_yn~{3UOaSn3tTHC=^FS&T
z-t*PO7!|)LzDbHi?v!ImzA8D_67WC@V#0tnY*6kXj$2b)p~$^2{5maB=XmQbU^Ff2
zN=F2G9_MWI$s-T7V1!qTYF+_LsakX3?xD?uAYK(I9%2xqOn0$2H(U0dBc3nVs>UHb
zD{1bP=R2`8&~a<{jg_{BLV~b3aw*{=ZJ3Y>*&j|39vul>5Gu_sfGuMHeqBr8!ZY06
zvJ^`}P#H^SDkugUZ9!oPx-{ofm^{oPTIx7y{5;iZu+pREsRz$B<%h$DAf2%DJUs72
zj`Znv;W4HaoX9*@e+IQ&rG|{Q534z7fuxY%8w93LC!!p&(K8lF<&=$NIwKYU56)-c
zhH>uEC;+$5>UMR2VJ45s<c2vd{}T4Jq^nm03JmSCAMS^h3Z@h<Pn#R{*lW!qL7Of^
zux$d<nN4~M96ZZ?xj!wpT&v618V7(6z_;&f5lim2J>MB8q9N`Xmk>KWQhhSFg~dO5
z8-fo}zv?cFjkH!_xWwl2M=28Hu8hrPRX)hEAT;U3fipiojGw~6NpOH9H0cmgU=y#i
zZk$~W*&iC3Xx|objed=6jy-`^3k!`gSCtTl$FCZGx1$dopYidt^jOq3E50QY1&Nd-
zU-u4U><qYU!_W^jbYiM}LOvhKMsbY&tELj%NoTHaBMW|52dnwjHLU27rJ<Fzl1!HQ
z1$6`1ThlTCO8dZpi{U^B#<NIuemMy9DBWU4v;ewfpJGTTLnFQgTOPtgdVyLJ0!2v`
zK7)%34;eD@ytOB$uE<s0dC(*d>Zf9-&#kk^pZ-qK*RBWoefa6Uv>MUFSYMnAadviz
z6Ebo@a*@sahRO;-Jw!ce_P{r>%+bPF@kzF;=}IL0J0BI)Ub%JT$7y7#kjnDD$>%18
zV1lEmI(Hbfik4@~4;FVHbPhUU!o^i8=l0qF8^8cJqWP-xhd2T|JfOg}0TOIKj-S&X
z77Vr2#OU(eJ5>c{+$v1qRUDsQNdA!J{ELvsv+5F;zDw_L5JhI_Gb8V_T$RAqGS|i5
zVOM`Dnx7M_n@skvXM3tLYm3Y#8^D$o5J5BbKicXr4PN{l2jJ7<8xyljJk^RSBno=}
z6MwgK)M$h!U;3}yC+yu9+V#ug4EI^&iNoRns`0GWwL)brV29r~y4PCH@o(<W2ZWFI
zW$cNX$ryR;mhCeP7(uOA2lic`@nM7j?jo`=_A0ByBB*g8TE{{jwZbcX>9b%k2MkCr
zn}cv+ep++AaTj4R(E?@*?nu_(n5`B2DjS%QU7Q4L>HB9tIX>f*SMV)->v?mnCe7XU
zIPO&OJuFEBn?_j&+SkobMovgNFoGBB@JgS_4$O>{q;0w$CG+xkw<_-0<dhnS4jI&)
zU}rim#B2OhyMqliGa`NP7q_WN?v%)wF}?g@8bOq4H8eyJtN!Tx4y9b6KH2fd)9N)O
zkZqGT6aC9<%buTfKG+(dJ*8dHMUf<LI)$-c@c!9P8z}=KBI*w6q;iLN=yIzop(8uz
z<PqPJp!I+{6q-RHBawPyK`w_)6JOQ#zk=?QXfZ@lpjAY)!CL$_iNnBCB-hGX7VFu-
z!@>M5;uuc30rGR+H!tRQjLftb1er$031h^z3Em+}HAlY=E+K{P`MoGJty^m&3`b}t
z?mGiq^p#MP;uaGnWzllzB_WW^-XAv5tda$K9;4#W&wEA8%Bi>;f@jO6q}VgP7dW{t
zv2uF{=Bw>1f3i=8XO>cQd1b5b^o>`1SCW4*B4G2p9i^%KyT9ux0qg218C3<Ie@bos
z&g`J;3huZ50p@t_u)I%RF@Oe=;0j$0!C(60dzIG*NAh8Zuq$hl8fyS+8K(AZNfuiz
zqc_FN_ujhkWcm1IL$OArGk@Ib19^S6ZJogtxZkaUdpMB$E^C2@h(!+dGytXDSadVZ
zv3BKOMrX}0{*^tHDM*5&e|@htQc-z|drr;5`Hhq#uP4HA9~SZDeQlp0vN5Hzb^uTO
zA+u#pulYzCa%_9MCewJ)QOKVWtdjyVaiED^VUcEh3+9MUI{=v3LTL=9t2Y9OqwJ{Z
zr$@Spu9brEo1l<d3MnkKK$ratdi3z8iN_y+3B_+@sr`sG1+?dmYNXUlcol`G`AOx_
ztaqRcDrMseeix)>KiUe=JXX8bzeOaQTweXA-8^#)Aa$#0R|*6rJrhOWCA5H)C;{RC
z+eBVY9s^S(UesI<Em)%sMY(~E>>=Bc;baxNO9aU>;_^@BXvaO<<aZj=PZ1?uW<N&L
zBGkpA$||<gcEj#g)&9nqbtid_GuP#DlJ`n9#B;2MhB4GRhByWxN)v5&VFT>2fj%Z!
zM2U*#t?<L*=3Yt^OskLwRZdx`B-%k#)MoVGZuV!2+e<xlAdgw<-P}u#19Bi=8L?38
z;41P4>!Y<Y;^c?07gSD0Cqn6#MlCVN^~aL4t>vG9qm7_~9P})WrSs`c7QV__b_8ts
z3hC$q*`~p2cn1PI@@$t+RH%#DCPFGu+)4X>v%%ff@EeF;FauiH!6xop4N1cqD|y6W
z{<A>6bw@b&`xgiY5Re>1JLz(D@GaVoTMZFu#|=Vhxt3FWWl*`;7Wg1&{+{TlX#UwZ
z96weDC!kVuG34;zg@(6gEMBL++_cQmg)1BQtJU<9cO?h`LnRx$6<d9{52t=8>BG{)
zDag*lJ=&;1dLdcaN^;Uc)pk#+FZ=N#Q3~v4EEBo6WZIA+gmB5_0cv?zT#m%Q?Nkv;
zDD313XRl1ja1C;v6#02~2TWs2kA2cP{G{+`_8_UxVIcvrDDZ)+(|s(&)$9@tlr7j*
zN^~x52i1&S74M9uh03-k=#-_fTVNP3@cWey9nvYH;1I8ms+oN-5`{2BS9EHE#whI2
z25z*|Wmibo)GVknLwAx2XRTQ7FG4sg1QVP<KeLYX=Ll4?5nrCA$#*OXE<*xhZR1_9
z8nDQWF_F`Gy~1|AAMr%?X(SV<tC^`TuK@_2P*XFx`HGQ}S)-KU4kt1n7H8-;9wxFK
zmn`cMQ_cBIM9K|8b!myALncp_2!}<-ANi@;gfDAXyk-XW)R@6@KS+O<W$D%Vt}U22
z*s{#WE;Lhfy3QjqZ`p-t<NN?8px;EpI*jDzKR8tQa;-@6RhCc8W|fCmwS`N#WJ}c)
zd2%s0g|k>M?v?eZmJ0^+b&fYi-`9iELq3PJzM?ruox>v;DKpBTyXE}OA}{ok&qB{D
z{EN&TlK&#ebuxczG{z~76>76LKmds^LWYPamLM3%r01<iYcYIc`KYfl&nm>Kuyq(2
zux52M`b953PY9xP4K{IMnfl5fTKr;y;v_&=-o7y>Cs%JBKj5fEpwvO;h5DT#ax%eL
z6p_i<I69IKESUnLJ{8&6WBjdF!@SBUowq(9C(gHQD?)w#ZdY}UuBk^R5!u@ce$S?c
zfoJBKxmjslb4CU0(%Lj?ywuGa;9<A;4HPle_}h;4TB7%Eoh4|YQ;NAp+?*T3DtzX8
z!p-XN4QZ&>VcRf~eTf>=Bfg9@K9@3SVD;EIO-4v8Dvk5V*2G*-Q&hU@;Em>~=Y8+I
zFjG>c_RDtX?3_4aF~7}#Fr1<Rh7*EKq|<obu$`y0{s7T#%worGDg8mY3;8X^`Bp5G
zXd<wYxt#P~8^iYqq6tHmyTP4SVO<spPp9d3G@Q?Wam=4~oh36GmAtniGZ%Nd`G>~h
z0PX`on#qI_iFv=-q)>hXS*8;(Sj9#Ex!VS-TGVVOVBy#MZ;ub1O<J^@o-2V%HYA-^
z+#AsFUt%awWag*CDJi&ew8pz*Gj1S2%eTEXJszML@w7och;GS*;+=jwN~sa6)NE7)
zZ|y}IUoFhC3QBjZEu4zFAva^+#E8VY$ts#8>vcCgNZj?Pwe}6;t+?r+oyIl^&T#S8
zt+eB!?lRH(EGopRj>ht~Vp%m(-+OyWv0CO>ed5C*;TE;EQvWM@X#1u=>z~R-xw2bS
z1fH!8G6bEF`Y}ShcGar|Xd5><E~+-#cpBIoX7t6Tyfot&KIlu2zqVjy5)#dxgohN|
zXG!$3kC95Pd_6XPORZc3$FaP9m#K>`6$fsaMy~KgJ6z$aQU}NhvKtGi+KjgFFY1~H
z$69Cw28<y@kp)I8{dAJTvKcIut$zwJ`CL&;u4N__4r!2$o+TztesFIIQX8-eFJ*^O
z6Lzfci&J*k!!DXdHl>8~P5@jZIkdCIZM4#rs88jrPbta+rny*UB4#17F)SU3+CrAw
zolhKy!2@67;j35Wzcgo*{QPhm@H>M=x<GN<MWC{<%q`(-Q&0jrJ>R^Tx8!8r$koNK
zx;unO*yCz$XEnU26aT6;5hB14<E#tpt6G@0BN2U<{>l$kBGQKi7YtIvFGJ#vq;7MN
zY{yl_BSNrZ%ZIS7$24(VXIC=)u@ExHW~^ot=CI}<vN{g}r`!h6Yd@2%X6>sgx+0IQ
zlEaXtuD2P~xYC$8hVoS%UgPP~UOJdBVO^vpUn?|Xv|(DMmYO-{L+Sl1g>mmYDAHmP
z__GwzJA2Yk@J-3MgF5S(tKzVD{b8#^;w>I{3_Yr>C6BiYq2l5E@{&A}H00(>{t;U_
zU&O0$4BSb+>r~KNUig=UH04r5%z;iOHHTZbaNYfS0eWc7mrMXgm)#vDeq%<P89Nfx
zK)rhXeu=1c{TI_uhm3%sVkTz9C3PkN99vXd_hi?j5?g4oFPm>GjXfhui}ihJjm`YH
zc;h?+KZ~DebL)%>eifwH_bft6EC(3@gylExkSf+$TdP}7oztBJ=7IkKy-N)#VW2Nv
z)Uhg)osp;*>F{{Gk0lwEsH9hy1xsd&It7hIj(Tn4TnLi6+)!x!gXp>)#|X7L+0pN(
zop{S?DHO0@4L8)Q`c~nQ-oRf{W<V0UTCKRI^9ZHKD8BudeFd}unRU|4Hu!EZ{tzWU
zc&L^yYW8wm-BBRtIN>JJxNEw^2H-pUwE6Vl!1Jc`*4Dnj%Br!)O)l5RdHi)aOSeeU
z#~rk5KC0WC_iH0+<9puOKkq?T`;7ykYAX0wzi{MZ2GeQ;KcK$$QgN}3=$;m^Phj+8
zydSC%uC)u?S-WBmwaVEYeSw<(Pl=+9(0&0~!#vu9@Q@GsTLZ&*$#5GpI2&$AZ{cs7
z3Wij0;!`*lX{i7%1FVL6Tcq)z)k)A0$FsEQX=GNg^q4WE{uRj@2y-}fLE>-46FNn$
z^tqyNx%_+SiF7`~yTt7Abn{THZn%Sn2MWuf+15F(_9Cz78mNO#gYU@t^Y8$(yTpOQ
zw6qjyOh)BO>29(j8*Y+NCw}S9M-+@<&+a-+^3yc=eUGNdQ1n@U2~<#HV%N9qt!ic0
z#N#L6$|+4<7UBxI59Rrq9glbGLgw#|r+;4(ih(;kf6b)AsAY1o!@;=>mY+573^;1v
z%MaOfTkO(~P5er>$j!-O{J@+1JE^GO_IsnW$YMZa(^xUbfq6zkhh+Wo(IL;OV%aM5
zbb0olojx#F1s8TvV&>TG<}RXhwj&+ef$ApCHWE0TW-~x%!GsTzo%84gOKO1Bu~HcD
zHYo86%QLX7Eus==bkdX%O>evf5@bx2abJ6LhFyXQhDHsw0U(u;Mypms>@1sY+TS18
z5}CjtV;iIYY198R`nR|LpN{^&12#H#Mu`7OGXC4<|KFW|Muz{p&cCMPRtxfq)Xq!s
zqB#bsOvzyB%#BnE@t*`d&P7ntdukW&M2G56JjsUa6-x3>g~g{;)IZ=^uzSX?$H5Nf
zqlw_*+-$ghj&^tZa78_`4N1i5KdV2#X7ulijQ9zvmE*67I%4T6$^?$-#qJGhNCg#&
zIhz5jN^%gz{*?%-qsd)4UddT9P+|iKz7*Y6-QyZ#M~Ohe6T$^YusSkolod+F3Y8QM
zO*4ss!$IKb4*5YoX<ybEQzsDlRTT`jwZ<yT%e$~Vxm!GGT*|*nvJTscRo4dcMhzG?
z0x2fO4t7Nq^>yS0Qflc8Dytpni<*xPE_bniPd>xtuBi~nEz(!0$c@IAsc9dY%G?^b
z#LGS{<{mm|oDhZ5%k`(!HO7nfxFp?F$p4g6Na<+Y$CscqSX;!`VPsY)O)wm4xN}-O
zihO`B-;m1M@P1tVtd3K!dNGTDM9-_d=o{y#u&0GuCRQc@JSG_rTbkzdu@Pz`8zoI$
znvX0roXq*1cYnIxax48}Uy-`zaQ|379Q`zgep;BJJ7Tkp6^p2B_}G2>(CNG95EqwC
zD!un!Kp|2c*X&Ij`3_LdByT20k)?@A%8G0z19N4I1lKylUocU4RY!`?FfuRXNXZo$
zRczRXspgf~$dBi7T3``r?D;QFR7{DUC?8)EgF8a@YT}XVL&}L(vLtSenp48Vh~rTm
zu!a9Yvy0GhuLxaKabUyquk#Z`0H8Zi3bv)!47U>l)Q2Ax2kr|ae4O}SOYA4MUV;95
zf+E;1tQGM9K6sEY7AgE6LYWzF-nwM4P$D=K`z)b9QEUMqK65GrSP6V;L-zmfaK=11
z_}?V{>HNL%{}-ZP;mSxK?1lsk=sys4Vg!FgvML_F`~Dk3?EKTeT8NFvzb@>M2vBcG
zp0YA_@xLb^72krkAneBh4-mv8g89Ld(t7<jDJZroh>yXGJYGC~n@bsAu>q8&>>oPx
zr_p~f&YwYjTP=*|aAid+Tc*5wTmI`TFYo{{*j5d(cXoHKmN4*pZX6oTTELH`|IJ08
zD~;Fszw0p)`2OGA_QEni{#kKk#|Nkn5c)5BathxqA@n=hIJ(xm&S86mmb|Mvt$v^%
z5~03bzJaX>7+*qgO+1dT=v9DSc=bM4zJWa>>>fb`6w=E(Y#k7<e^_Tt9CE&O4wnP=
z9G;skPx#%gNdysc_XPH8HZ$yT=ESI2qu*iwQ)7wP+r8WW1pl56>@DUW=E0+`cdq{l
zN(+@ULH`4{^)K9ig2nlYV}RZIe~RGg^>1O^`&_xOt2I#m1DE!nr78bV_-EQQV2>ds
zyv)fx_Sg2m!QuH`>bWqO)TP$-KPhgt5>$M<PDUFB;NVpJx;qe4bLmJkPszO-*GLcq
zYd}Av4PZagL)3OIpb22%$U1u#RDM7bRDWJikjOgYYc{1czRJgpMvds8aR;Ra8GFI4
ztxFI8FFP4=)7l2Sd6GtkX=#pA+r_~2sf8%y<EOjf%tWJ+OQm@$mTqR#^QhyCnuT@Z
z>^~LmJl{`NBo877x{UHg>LkNYM(l>cDhjf&y4gggw26`F8WU5tq0_b>56k1i4n8hE
z?<aQ$osEmjRyIh<%TI>H1{n0xDxw!2A0Jm&(hfBhGu0W9w=q4Otj`F=b4p2zg3yfI
z@);0I_HG_oRWvlQvNE(ycKJjz$UEW-EX6e;7BfyaQt?Gm#$4%_T3huP1*nWGFcY!9
zZ0tQ;4AXCe7o*CHlH1pb!?~vJp4&u&bdas?AF?G4cTvj4Ql%J^S)~)$n2FmwImYD<
z1j2YFsV51`%~?3u3(vxdFi8xxCA-sG$LQi&EF4D4ZCnQU6XoZ~%iQ?o!RH8yk0NKs
zq}7@I?tlc7g(o59`GDW3dB1THy7R=!jqXz&M%I>&%9qBOUM5qCbI=rvQLDz;Q_oX$
z)D|C>b28aGkaLn|l4i&HzJdIk>bj>e+WVR5f?ykLs*l<A5(0#=pB%k_b;MDZ_P2Lg
zoePWz+@+I~dB*#1wri5yKj6{5H?a{E$&Sj%3lD&uEv}}w==oRPjjpgaJ!_v(H$0)2
zo+z#Se&czISI*@JYQ+Qf{%%5o-e(x@05S$2i&`Py^QubayJmC;`OX-{k`z2UW=Tp_
ziR`uA_8YDo8vu-{av#jvJS8qIgk}-F0W7!N!02*sNi@6s_HgeZBDqpa{lk~8Ua+r$
zsH&BkI{d2UO+VgGAtLt-Xq$E$iT!gdk{J%$>eUtLXgZ}03$aOAlU~e*4Anx~0)~Bg
zwOad^%=Cq;JB!QnmZ~y1qN;P3ebP_SWsd@VZu3hdvf2iYdTlX#A6w$DvGS%#pr!9`
zWS}JU+j9PDWS@$pI>3%(P)A0m$Kt<fIvoZJ%@}8}D7rfNj~%cLV(l8Iz9>40r_L(B
z7+WGr+&YC2&ZG@Yr~>d(XF$uo;M8bpJ-!IG^eOa9g<_Redf}Fyht%x`CH}2x{9swd
z^mH^D(!}a@HvzSmwR(KC-lG;y^52TC!5^FR6ptf;N@*#{tcLo^njlvN{CM4zfI!Wc
zQ?>e(!@(57#?SnLe_s??g_ss1QMn1lF8jfo&)KZRem^SHI%Z(^K0d1zqb7F+DZaBL
zaGh4R>UOqg7%Yi;l$^jQcrUxXq|$EP5QlVCh0W^p23Ua_t`P7IGYK)q920o1oReXE
z32HB944O-;CGb5+@6Ry=)oWqE`Edb&w7G4r0S(htlJ__rEE%;3b*=;Yxo9h!6h`!^
zkb}25b}T%MS}Z7uwj|f80JuZDF~Fg)&(wO~S!V{jv56}ul}tX^f-Fj<0qg!sw&F3S
z3Y=ThI+IJ4iex5PAXM_tY?M0@!hz@^6E|{DR+~x79oPLd$Sj+o%KVB-Th%hsZ-3gc
zsM4ntE1#$K-qvth>sjDVJMOpkFCmPCC1d<x+pZ~hkvF4KiFD@~+IFKx7}_r5sozfQ
z+{UhD7N=iSAYbz}r#h;iKQrEfp&2$c7)hByPP$JR_axhTot1Cqr#Es`XQlr-3M6{G
z53D1WFv#5b&NYGhFODtpES6VkxA#kPZY{vn%d?=sq_Ovpglr9J@Y=x|4qpTBjO<y>
z?Fnm_rZc~hk}}oq#_8kNgPimfEeHdWx126=p4604l5c4ocMdddlcsIVnm+z>F%gnz
zcBGx}HoELG(pmn%qri+j+}G*`msxPe!5sZOy^|&recu($*!-v`cP;7BGPOt>loTr!
z))|>@+>WLuW@%j#%_(Nl-fo3CQAm@&hCUIDx$~h4tmL1l?&rO(n%a2U9;$75wbwPr
za;zjlxtz8Zk$$S})>QuyOe-9`JP*;Td}>=6@wyeMlG8~Mn(y1H9pAd<QXvfLM`L)T
z1Y1R0f;Dk2`C2hH(7R@p-{)FFftbqYH%VMCBEVq}XS*p5F`^cCnh#1BW?OxHoS>?8
zu7&t6YAFuZ#Rx4&73N2R5&5QqdK-b>1J96_2TqB^22gTbMPM@}=y`7v{dtj>g9hs1
zRRo1@x_|0%-<Id04eR&sPSv}+QEa#qx3HqD6saNB!(4oV6`f*l<E*_tx}Ldt)@1U9
z4(qKDEU7iLjYo{${3Mh<?(W@u%FgLeDq(cJ^;>_1Xy{Zm#;xfMx!kn-M!Vn%y5wwR
ziz)QzOo6qzVl&+Q;vco==ia5`h;pBd2C#MKRG>q^Zo`9lLtlq<@#q6U75n%_A1|m7
zwj|#jLBZar-^C*GxMVf#jNBkJinb@PY?U3ys2u~WqrD_jy2A>l$=(eH{~2dgWsCuT
zE=)nQWU(pT#axqtRlg94x_(l_nnAm->OO5W`C`<Oz(mU|`%1Ff{5xCn#Ryg*yZ>Qx
zl&r?=>DYs;AILq>`eF7kMq=ru9Ao(0Wir$PSlQXgH?m^3$XPcfQeR=Sa`U$QnZ0N3
zIvZ%RO$W^}RyXoMGDy!klaa29PG7}Rlfe!dNph8$^8G$97L{SDP9bcLaUKR=mmF_~
z8FL?(-m1+hnn0@cz(o6D(#c!vYQ}}E_rN@&N%OI~h<iwfvt0z8pk>qURCvp+c}1G9
z86p+GYEE9U9XbVHk%)>cpY6%SujdQF^5-WIybSbP)SJH}Q=cI<o>8j95mPST2JkT=
zJqq@(+Wg!WmVxl?a71=HkqWR$o0h4Sm^_u?wBT~fHaBILeX?-FddDr@DifM}sJlwj
z7$uQ>;U}ECzAF&vHz#68Vq{OxQ<BZc$t>tF%)?NiP*|mNw;s?+Okdzg8x1Y~;uF1^
zQ_#iFUqor0m2<<c_XSC!eVw!LT$K$T$LGy{6g#$x2G?AhgSRA%?#pql>odOz+21n)
zQxJRBD7?vk$k&<hf#p|;VRcrB*vy>NwE6FF4Sq-Z2xObG%L_8SS%AZq?}rm$Q%4zU
zF6XqeDWODN-S+3HZYaQVyY&!gw!yOvi&){W_zTEG5=5AJc=0WBD^(B^%nNQ8usy+n
ze|2u=^6jOI1&?_~ISwO&)h8GhAjDyPBGLg%h4};v9RPss6PD&*kvRY*geU0Fck6Sb
zqv#iQqH&Y2WM*l3X3?2A#Xek_Phk^*{-n7l-P^C?7ho()JA8x3V#_?7Rawm~7><V2
zex^6cbx-#%%=RtluAvHUNWEdV#Tptcr?pDAF7v)RZH^6S^of6qBGLE@93p&jY<aS>
zUsJ2SI3b&J)3~?~;I1CRvJmSDo@4klJG-6@-HO(i6#FfHc|r-?aHr+%4kTPyr~U$-
zwsmi_(98&KzFB$|m3OvJ6HfPl)BYv-%FE8=ivDVcyWW55+_M|NJpd@$P2KkM({-Q&
z04U)(Ildia_Bq(6Fh!jTpL@9yXrj)+iP`2R-_9C`SH_b34xJzLjoqv6wm`Zh(G!jo
zgWBQ0BS?@%rz6o<a{u94&=_QKyWW$qgeJZT*@bhr)zg0aGcnI`JJKNYmlmqcs+@i{
z(SHwT6k}b)7R1W8$E;Bmpv8BhdV_M}8S`m7o=ay?{g*VmaNE*dvuTyVdC*0Cqu{po
zqhaUxFPCp<OVwWAPhyVoI#;b9tl@KSk#I_^;hIIJ<A-KZ_qSr^;LFZ4`!_aKDd!Ua
zc<5WMz+N!Zn{ewI7j<kS!3B!-<HQl|$#Q!9v#jr3@|rk(pG-)~fTg$$$750_7piaZ
zEcTE`{y_(><0D|qnCCy&g{q(8k5yaUUC=IUCr_RxQ%G;rn))wD+4@v;;U`n<CpSuu
z`pL(S-`_cbOQ&|u-&(1xM+H{-U-&HVu(!ICK^OFx;XRoz6rTVPo)tUqQZuLAf-V%l
zChtd8x0+)p2c}=RJC}Z+U(e2OF1Vhw@X#b#f=wN(M-6_e4mkg|SZXY+T@bQvQw=e+
zo_m9jLfxxQw~k)hbdExHZYMkgBcET07}*$i#K2Y<k#6wqqtb$0s?7^V>~GNxQ19T&
z*qG(bZe8!~TkXnv;*B<68I+4(4uzvzyz><;SV_$HuXUK+#BX(JX_bCVC<_Z8NJU3P
z1zdLRicHi~{_~LAr|5rvj3DW+DGjalJ8MG8H_1UKgpJgTJZa$y?3GpBvn&0C6l5SD
z(B-IP%2HY6y;Ll2Tfw=dylM2v;>x-4mCwHB&}%uLRc2VO37B0Z{<zZb&e^$gD6Lg9
zyXoHZ_6d859NWB1a5md3SF2T0`HHqxX*)W8kOgkPr-6jogL6O+ydMrjX_;rUS4j=%
z$=IDEKYi$H0MzwYI!Wd!tMR-`cb)yUC(sCf*;%2&Rj#4+Cm*(S^y#FIBug9k>WbdG
zIVA}<$;95~(Q06?8JRRZg_4;=s2{Uaa`zPe4}&pn@@Y@1AX$epl2LShy;yUu^Zu+W
z?))V-zjZ?D>$eV>3rQF3xLzFZv{BV<1pkMZ^dFDtU)zX@nVtUs^^%zWHIDwbm&C;Q
zf8`}%ZrWguCj0HA0Sd?erC(rL3oTGXIq@(xIbC5L?sy~EY!DikDBzhxGH#C-3Q5X1
zk^Er)Zq7+pzsXXc5sRP^fkX<ZUSD_YosIh-r-V#MJ}Ld-=D6fp$7lMayZu=@mO|l5
zl$sPsysDZk&NDk~T8GO*NoK)>DRk#K@0pzGG@dS~XgVSKte>o8NK_VvAZC;?PoGyn
z4jQv!xxu0B1Gp)rv7h`{J)`<`nWKhGfff;wG0}mF>6CFvu-6uoUyyoem{Vq9yZnjc
z_3U}Kg8YGYX^hTht!=nI<<#u#i;L4yPYO_02;;i^w!Q-db5vJ6L7xv{ST2Z*F!7Fu
zj`7?0=>J&k?tlD#wsO5)u3XN>sfMU-n(A#tS^?c|y=#<9dsLus2qq}L%b4Rsq=86=
z2T+;cAWNuyF}A&P9o_$}0ho{i5U;RYeZn4^)hoNceqOblg>6_K(Xj=H1xH-MTbgY~
zA@W=&24q5l%9<ili)Rpk*s#iSaqX<4>emAc0iT9|??cOU_wy@p-!AZ2DKTFUQkv~R
zRzw#16Jl=dzbLtm0BpOK7f0>f2eYuIzdx1=tz0k>$EZwEw8_^d`qg7{gnt1I+=!<s
zf$>lt&z1X^Kriy$Ei8`yV6eGNfQMOOa8wZ33LY02o?*lb36{Hs@4*Wr%#Zry5MN*<
zEw)N&tW@NGWy%KF)bQMSpoRKS9`E7s4W~jCb(GR%qmSO1-~cqIMg@bSF2!8YX9J^b
z*AU5)a@@Yd(pYba-?BpB;%;&JPB?wAt(b&C1e;niBK-6<G^O{!^#-aNTU?s4ktW>8
zdNKq6yw59A5-=oMVC`P5?lkVoBW@ua)GjKeQUEm~Djx!Kf-Gd(W<qaeN7Z951c1cN
z%!<z9A##*JlyedT0w>-V#bcHK3Y`3&(d#4?8@;=&5O$F~=x0gCG)Cf3Z+GT<nx^26
zpsqVHbaP?rcx7eHdU{KWm3`6sso_6Z@dP;gFr;UhDDqv?j%j&ed1q;KL4mCxKtX4E
zK_#)3{PX5!;siBS^zac9XbQjp;%h{mIzok9YIBNh3bAB6)BnIb)@<}L)pkTQm5{QZ
z^-=dkhQILs?W(qWqKfh?q=fV5^8D!Q;Ltrb>HYX^3>Ih4;zm0=hco9&E@fQcq0f@e
zGVL#QA3VfI_w#nE;n`5oAQZu)V`q`Vy_eHL>uiV*_vd|~J6r^#{NUy{EDrOf|0Z~{
zLdG%RTA3c8ZQU~V*KsJ8J@-Rds*h_>nhqNSf`!!0+UD^PA%QppuvPR{Se+h3ygN%P
z3o%ke_XJr{!sGJG+G18T7gvLnw453LgFet*zB+qRM7Rb5_zh8WmB}mGwMkA2yeJZ}
zR3Y81njpG+N;EW99k9+2dV)P#u=CKB!@|N8*h#z$x1Qtx56CJ48di7Mn72+EJAzk;
zmB$hv-oSg)x-d;PP4KV)gK4Mcd6<^LlK(<U29thK8QV%#<NW%)fK$&UmnE6Y3y0;;
zey}bJUJTd7zyuN&K(Z3@v-n|is`HwdoBzOJ;c82Dl)8IS+hAPtW{$m(sn6$`2uXki
zC1nK=;kC!H>leZ`&f762EosXxCy}EmWItYj?Y9F+AYoinAf0ZP4tODFRYucXm4cYE
zZMAQV9G*^#Rb*i;1On=(2}<m4iN_iZ;3zH#V+?G%E4SGvM2R;MltWpq0O_hyWLfW{
zyY|a;Pb^!nfJW=U5Eq@ceaO}E;)du2ReTj;Q;vwl!nMPf1!b$2!LlF16cN5y<ZJwd
z4_5V6quY6|F3V=l3RgbdPES|xiwO8QWJU7FlRo0#NNwe0nrC0dExl54nUu!Fa<#Rz
z?cy?jX;(*i`oDxU3jK$;ga8Q9pCkPSL3SS*$QxP_NpKCwq${K@JA1(t?Bf{q+F43;
z6)gut3Fg7!j?_1*ha(k|-aC7<g$TIr8iy&WQxJ=_(8Ls|oO1ca0S4F8F&G<N%t~x9
zIX7F3f=0EEUHX-JzzRXeQ&^=`o2BrQx!tj9bD*1RlTJ%0L^~e)RebK@pYo@lA#^uh
znm(w|B($j;)|j@A<%1ew-e`ev4>C^gBad3(4un?aRo8VY6`X-nDW-UrnenVgOM<Y4
z`3{F#t^P`K#6;02x9%JAt}qsr%485sc*SU|xg2HvvcS>q0>~3N`r`d;m9V0fHd9Tc
zl&ITo7p<j&UJ8PsZ9j^!?H?WLhlbY3?fq>hPLhF()WL||RMXj%V^EHn+}jAGf$Skk
z*Ticv`Am*WML|a<NMs#IpB1a29%eTak29+|fLF9DWD}PDYRYm8adXg&tyM@_ktuHw
z(4r;-m_53lRWpUbPy}1Q404C7JFsz2-+z)Y_=6hvFpuP&CS=$=P<V5E6@CMs6n0a8
zf8$;lon{qM37#5@Yf)h;1#VY6v2G)rq~;V*q?E$b-0*f&JLDjDdxd30R2j+k4~_Mn
z#J{yOHk&^mUQ@%pe4R4AP{CtIUCiM?Ur*&~oaJe-J|K!IC{EbY=Z&Ya+M9kYDoH5?
z6Hb93XPOhP__-{ENM6t8o&F{k9NlRJmZ&`!GbB1F1F5+tM|ajF1S>V=G34~?`W#fu
zBnQw{1L-3tJ2?5H!p2G>A(ZtT{`B;8ZhNMw(c#kWXi{m#5BK(DkY2Lr>zzjkcmF6$
zs!{Q?0TOu*afbk}m0AcKbia~5uyqW~UPotW7Q}+eVdc5_0T%a$cJzM$4TF~r)J7)u
zEc_{PIEnny{*qEww<Guk{h|uOJzFUV|K_=nb&AyGoUg&13dcMBj<$KtxO!#l;8ybw
z1p(n$@xbg6JyhTckG;4@@q2V}eTJbCT}9hDhUi*G@SwNO#0;+0ELHT4)O$27w*-P=
z%<e$iku*^pVwH4)MgcqHT9vV&Tqvv*21E?H2WBH084DK69o(Z}4isdeB%1Fs5!1?{
zx6=w;8D8ZX+bGUZbw8!M{eth+>W2-DoWz<a((?LqxPtjSN^o<IJ+dJX<vMrviBb*3
z@|is-_(qHO00m$>IGKzTO0?{^B?<gY6^svP4?FiE()6;>P$bs^r2K-K>$2`@&LR%7
zG8Z{bgh^#Q#&hl;cWM&Bd&xBtiv{m%u!vJo99Py90rv|j^yb*~)BUa!<~NwGPU6NZ
zC&eYZ{tA5%x(dJ&Q+hhiBw2~Q3meyaJIuTxF_yZ-WR6)i<P&|%F~<xO_D494t&B)r
zYs3X^ZfDx;y4k3HwMou|`PJ2ke9O(H!`0kJT>5`l+%&JFAGV{P+R_G7nn?_JT?(v+
z7&gbI%_BdXnqkWib+6e94Di~5a<ZZC5<BksFR)UTdy2ErDgfVP^d}$-QDBff-X;X$
zkS<Fv<5bO$NMjP$?BV-2C$%P!jQrJsjLOb}U<oMIPEE={kw_#Vr!O}G)6Ty!A>c}A
zqI>AIUAa|YAc1E|Kon7^!UT6{y#k+<@<U|txw^=1s!U|r=uLlDu_@qX*%6V`tVI{W
zmTM4X9xQ{DV7r6BP11K2Q*o8zl8+J0%T9U|N0C<)S?*^zgb9&<S@<i}(iqKm5g7Dw
zJ7C7ab(MZn$t11XU##e|`}O_z6u7l|c)Ol`DC^CJ@nsS!zBaZji+Q(?2`=)|qA?oI
z6wIg%IQne;cu0_HfBmegSCKTyriaLAMHFY?-o)<Cvgh3x4<&aMBaRR@;5p;tIvh0T
z<G2`<?U{k_yk=?QAlp-K3PaL0>Ls3`kzJ%Oi$s#CdIarg2y~u}rXQ=^p2Zpy3%oIi
z-D$jfFQ_J?Gx@Qlnc6lg1dqfXQsn8_cpSAgYiFI@Q6uNkJV{=Q@04lsc<a_jEX~RZ
zftdR~ZOr3w6nt6aUM*ub-a-5*|FpSizM*feBUK(Kst{$s?Qy_6)IZVTJ*2u942TOc
z@@_;ZpCkab*;nL}l2#$0{-&B1v0mX)Cnyzsy!?v9mAZV~zIe1!Kptk(x51H<1TMzR
z^&po=Hk5G)Tl8D-ad<na2K3c<N)rnPrWRMLU|<b0Q2}X67i?!_lum`wLaQqt>!VJ(
z*HT+<+sp;#=^sPxRdDc=HG7w2AN>vI@|hqEV#@bd1=T<PsMBPoC-q1(ry*fg$ZH&R
za?CA8Y8$nS@6xY75%>XF6(a35Bt2YHwb+KQBndg-6S6xnXvq3&wx);jDePck?j4Zd
zCuYU&h6F@k+406@)9gUVH{cr=7{Daq{}4I<5ikGh8Ab*=w*OD$u>PMShwcAH<Q!{j
zJ8rS0C@=S%8(T=G7)!eEEvmdGWeWNMi^(kWupx53Y-GL(rjN^T!L}3+rQ1u!7^zZx
zUZUzHww(t2$*i{VD6yDKhQRdxgB4Ipd(-`=OgDiFS={8e`Pa8|>vu4cOV+1j=hs-b
zqCu*Xf;^HzGSaBM_Mt+?cpkZ{6fipzrHI_#S!=xWyO#*{Q<^kf>_>kC`8u@fn&JIn
z>51ZTXiwI63zd3_DLJKuJh|98K8xm6Sf_-6HBa}|H;wo)_?%xgnP%gXq4MIww)CHE
z_ndy)-%W3d>Rc0=Tg#MGRO}(tGtQ5ms>?~dDB5L$WP-~qB@JDC<)>wTdoE5=zqjs`
z#M4)eH6n$QH8NrqkjpEK9Gr9Jt~2>5FErF4+GnQdPzb6ggv8T{87iefi_7bN4MB19
zDkf4YB!r@sq!Wv0imbb^n};F3EBC*z)&p&OJifdgcIR0Qi_D@}Ja`09&6WEO<6q)4
z6UGkbI}(~bxpoH8+m^F%Bt~wS5X)<b;nKK0zMcz9PkI+q#|Ke&e_S7~?juWSr{^H{
zZQ9P&H*=&ddpkaT8fYU3B%4qs!e-30P1={;RPTI#k9(FFBq{rj6vC7kqP%N>^{iQ>
z?^IHKGNlo_lozFqZ<7q&<{f&+EM<a_({3*%JX#Nt({o!Xibsc|l*47u!!OxuEoWxF
z+T3<w>OaDETe%SnsQ*Zbj_7v)_Bm-!YS__O6CWJFMPWGL1CxeoVT}-mY6&Gf{{Lhf
z78K<)!`s+^3q!QP`p5B6L+{4`P?awe9L*`&X@c~Y{Qe)tz9~wRW@&fYJ#E{Xwr%&c
zZQHhc+O}=moVIP-c-!XbZ|`&di@pDgb5T{RG9#arnN_taR>Tt#&;;xpJAxQ7I1Xhf
z%QmY2AxoH|U=MIf3XKq=w-^aR$i#85|3`Ed?0*qOPjdWUL@7xA7ts_gw>4`jMD!57
zg;;1pc8-HRdOVH;gI|<GMODIDIR5fNw1GPZu@U`l-=`67K=Xgjz^;xL?|4qd;d@b~
zK<NB-4n0BtASftnb!h+B){Mnlwp9EVENz=hhs3}jAqLBVAfyaj8+)V}T<gdLHabP8
zJ>kGv!ATS}!5Z)^HhP~ESUwwV{^L+l#X&2AzdQ)7-_C&_v_7}PNYUIo+om!REnIIY
zA-bTQ!^q%wYbpAn{V5*xsR#q@#hVJ=*uH<N%)idn=YsZcbN?wmLQ2Q|HmC9*AR{72
z+1}q=h5y(hB8Ta}jsLY73}5@x<TYLFaR?PL&U6x>!kRx)n=QZR?M!Dd2~Ed4mV}Ov
zXz(Eaut&__2v+`mQ%oh-^-PYggA*%B2S@O|+KWLTKQm~f?;9yq0#AGXY<GM9@0Y=d
z8cuJ!McY&d$1k<|d?Eq_VLt7BEdr!nf*F7DUwvfVk9$7`oc`}ci;@oRgc30&d=Tj3
zEm`t#5GeGtRq5ZO=l&TsP-JBP<Lxh?{r;a(+A06)vIGnQeLuE*b)25RwjE3V(-wN#
zuA+l8^SxvL!fUqt7v4W@|IDWE-*|fe#=HI(-uH^WyDU%tg-7&nyyX9B3%$`AE0T?F
zg+zm>y=s$eyZ`<mcE6`+pQbv<Sd-<dibga!nr6ut-ypW#QjJ68hS=udXP!_K_<g|i
zM`%T(Gw96Db^ie`VEV!AuJ@jfO6_d|P*ZMolSgktX~Lz+(62t{oIIsnpKi_$i8;Ol
zj0qgkI3%XYM35zY_Fp*Zn3$6#W_S7AeR8Lbb5=<wG`vBlO^N99DodO2r4(x|!0ArY
z@=Z+=n5d^s>vYS~9>FRdG{}y#9jlHW#*99!x7ovBU383(KP``*M>HI~?w2&&MZ_%M
z1$~sySh!5*rjwbDVlVI6j=rpxwAAo@db!7GeYtd<jrEuwkMm7MJbEPE4mSngMBs@2
z4TqIXg6hc4caB3V*MOZ0XmC%4GWMcjcw5j4Z>Kf2)t!GBUd$I$M_ar&ZtLhI85k^&
zs#maS5<c`;+W7YC|5~VTBPEPz9CI?rc|J`eyt@T(^)&)AAe_a6u8tQtT^^W{bXz?(
zEu^c005*h9>F1Q{t)IEO70S?PTyJ6F0f4`7xB9Mdv4;?<h%?L>$?4hz)JitM?04su
zr95u3ULFfpn$r5_3xp=Nop4wO<pF(&ngTWJh|PzeKRUoQ$QK%LqPUIY`cHtWBJ@mC
zsvG&*gFMY<e!y0LVA%|L#*2<L^+2pfw^VIo+wfvdnqjZ!GM)n!vY_MPM~)*TS?VfN
zE~?XhvVfc9&6hK>o{0+ellv3~n_dCqTzkrrOE1el$@+fvUkK$Mp{fLNc|$Mb<D{<`
zHaV(#1j8?3uv(KyJRT(U&)Obv&her7YRsQ&@I2lR_}Z10456HjO*p#$1mAI@4NU8~
zLn?1Fx-G|@&M$4i@@?2kP{RPxR4vCd5>+h<$MS1FUwq&Sx#Yo>q_Izlij$T8K_nNq
zFI@NS=?$`e1lhc?6#HSG)iKvl9pYk^q{rui(Qz2E!~QD0O66-cDO*L`G*lNPKme8{
z55I5`<O|WBi)f3Li+v?+1{k3YXKuk3*%RtGdw_y4XK9wU&4{GoM#}$G3{15Ty8urj
zT&#M98n1p4C?%pPqTX$}fWIvN>B0NC<5AxE2riqB=Jba|d}4X|ctPmxPlZ0q=aAxb
zBykhHj#G7{=@PS}@52dpOu3>k)1mGkS+MLMtxBMw09y4cShnaKqv)Jcr}CoBq}Y=B
za@FV@tp{Vwg~_6y;AiSb5;P$DnyS?-$|dU6lJf?R8J-~vJzGDu@F&sR$)ikF?I#$t
zw$tb&jQ1+at*UuCF&{fE9i6@Pyv(h=3?kZ~54$Zx*w{Xu)&*4mRCn7gS9tm(G8X9L
zHJn|FD^__{Bv<K}_=ji6Q&G;7`ng_YqcbYI<jgzBN%5>Y{XMueHiS%ar@|JHmEZo&
z+L8(*CrA>&9_$)WSi}lXcGZqaWF%UkgqM?~a7q6XcMxq5{|5Y*|78<b@x`X_wpXdI
z{-?{Y$}gT@mQD{t6p&U38pYiSUBEqqa2KfDY1!8>yY0w$$Y5*n0j=cRfQLrtrI?BS
z-vGSchdc&TGH`l0fr*2M2Mg}5N~BDUyLXnfR6+|@b$vVwF@TJevA!g`!uGF9VD0TS
ziF_hjd1RxdEa7hMU+YiVg)0$L8FR8q?NS7%*A|bpFNJ4g8#9aUzdM<vxH{A6{(4=b
z;ErsbYlJI-I(vtldUOdKthKxuI#ylKDpJwW^o?~HFQk_wG0Pw_n_!QqU@Hj}yFlB~
z8ttHy@K_hHDyJKhok6ClW$woCxbM@YjB~-uPTaq#F=&2R)Zg%(tQ&fTu^-~Dnar{$
zS6%Z}A@i>6Q2mw%^!eh<RS~9btF@TX$B5~{5%Ut2pN8^aF`CI+Vt7`&4k-;mvAf%v
z!tUqGv7&E<?aA`^PLJ&qm4-FQoko-DKkcQ!il8QfVz>P<y$JSJI_%Fq>1(h&?G&Kb
ze9ARWbsE(LUCuS-ja+Tqzm#qVx*H!sSxfDgK*lunfyE@YkWU*yYW1T)mQt^B7xhfW
zh7ecLky>&!5gQa2I!axa7H@JOiV%XfM@loavvxUWEiKQF{pmw~brLeCAuj(r^I2bf
z4@(Qgi9qJKX|}{=mGU|gJL9d_b`pZxZ>Hd=UfjWZA0c7If{WxZ+AC7}1L0G#Qi)RH
z7{&@e6*tme%ND|!hmpQt7qNX};UpU1rLLd{ZqatX=_mTP_OjUvS!rXy#;*t)Zd?wj
zjslM%1f)Jp<2sX81l^SabiqE%U4HqJnU!&yBv6X!^y0*$1<k*=>{eRBGQ5r7Ta|!M
zZ7Q-7T(*isI~p<#PR!gU<;aR03d?i~ZrClmj^NWRQpR0{ignwTy!1$v*k2*tAg$|*
zV7%$6rAy4H_7U%r=a1|cc>9_n3AM^0sg^JN@;AFiv-Az68h@%pzPN4OPR^+h1yyC!
z9-;dWOQ5jI3Km>zgV55on_^OyFo}n$V%XlprZowt(H)dX+@dN8(g?eNQPY6k8$R;r
z2z@?3RDUKhSwX3=KW#go{w;^m{p}Qxq80mc8!Z-bR!{*12mj=_bF{?p{=;lB)<IIs
z><<4-JUU7vcPqi+hp<J!g)ALl>-Sxx1iEej*vD;91xJ(?>`O)nI{7KKIuGQsWxWRy
zko7cYy$4&Y26_?wX83~x7fks8XD~^NSui4La|6u&OeM7=6yu}Lq^cHU*|<%**5vH8
zcql-ro$?E+c;(pc<6$5=XF?1V+c40@74!)004GND07p#P=DE;a2%8p($gD!7k1#D2
zvM74wphE?e%03qo&p(AV3Pu?3=BvvZ%(APJAvFMzk$vk(JYN~33BeVmiaRbKQT%py
zJ*=n>WQS0IXpgd!oXuIz?Dyr+Lo_KB0#jn;jzHdZ?7n}W;bSOUBNg_QR?k*#UK#gg
zKH7o37^rg-3>QbY^{xZ_g=O70?`zTv!gKY~(%e}-5Ls&J4Fep8TGXTbXXte>5MMho
zcM3;7V=-3Wa))yObVvNc&wa#IxDnnzC_QXLBp(Ua`k?$z4cC*01L|&`j^~>PpC}FL
z5*AYB%;&|-=U^R|J#2XB;ZcuK@;$#0VMV?7?UJFYHlm{vsz=$toxL<l1V$ostPP8T
zNsL-IH-NS_#PPUB5Ahr}NL*3k1ex#LQD$dHi=iJO1kkva;>t(deP9xBgrDrT%1s+R
zEaP*gQz(^qh<bT#5{_K3Ib6GR*d-|Rog*_D4gW5vya|FEH0GC%aBO!#aAHHw`h>hV
zCtG!g;D1is9%J0|?XTWXB0qlN858Im-fbDa(nrlro*ec{Sx%@8)z{T!U5fRdZ&L6i
zyK-U`++X`YjyRWI8*yu6XdIA=z?#X`^mz*D^MXf6h|igW8vhP{;<s+Ubh8}yI;Ax+
z^QvrN)qY-Gak@>KnWh(#l%55LI(vn3S?m?X<1A&0a)HTt0O|uEu3-kem{wWFc)Sm1
zSo}gWkV@{Wz4`%V4$&ffKkcSIpj7uqUkRe59;Ddsn%NmaX>@Wao29C+_E5A13M9g3
zQn;n#H<O8A^V|&jx|!LC^ElM+nlB(P7Oj96=yoUBAAz2D2GEQrMTjQpFdD_=W~moO
zYScUq%nIG_Mk_s+wQ<STi5aNS9%2CM{v!V@Yi4{oV;yt^IV0-e=jNJm^Co4}GL`n-
zgAJ!_dm4bGNjb2jb7P~pM;Y1I;twY`Pi<M4IhoLWI}41aSnLR{f+WKXxMqjakZh-<
z1R?9}duX@0?WUY|(yowe_xRKC_@7tqy$>05MDyqd(PDbV(F3jcQq!L#j~D&tZX4&k
z(aJ|91wv38Rd)#~c9bvJ=>`OFLTo3v6hEiaY!J$uu7Fm$P9!+`_M=4%@P+_^ul^Br
zOe~*A{yVQzLlM1o%Kh?f4=Z?ORe?-K_RN`_Tgdbo+`#L1s&*P`7AJhW_hjSLd2h&)
z>Hv?NF+VCJ+Xg%xDU@?`<ozvr*FFfejsj7c<6<z=_7(A|8J#k$u6q^L!B94mT92Ez
z*&_ST_XH(Nt-OMr2b&aPN3dV9y;Hpo2g=(sEG96pxT(xqC0;Pgs<9{CqrBZmDDoZC
zwjJ*Sv6V?`SGyrbuyy(vu?#(S*BCm*I4cupUCV}<EW+-%HfNmxY9Iz9i3petC+4D!
zC?Uh}qwB?ru;K*+)noswo<xs1DqZQamH@z$E+Bqg5pv2G{t9?<q`rzT0_0&}%|kyT
zRk{e~=dYkm2MOXR(>P3fEYjcHaFMc5H4q9bIx;^d1g;pL`{D7gpV;hR|EBe4GyAuo
ze>07qEuh-Xpp%q?SZpVpg<8CoL_c!Pf0qQ|ts*e4Z6-hdArR={*f8zdkFfms1nB59
z7fRlI?J`>}gbCv63AwUqV|`J_nSht*=YYLeo1|fEDP#N4fs5N<i5MHg_1aV<GjMf)
zR}#9u@PMDYw%B$uz1Yo<K~(nLuf?-uI(x&-lTd$pU!b$Sbrj!Z8R2rRaGK1&ZW4SR
zNwNdrdZ}B5=snP0OwL(vM$P+Ce!HbC+u%~G@207s+IJcLUAja!4n|QPge$c1VYZye
z@EV$OW?M(?uHy*@;C_d~VraUhQF4$;vWJWrJ@Aa2O&{s1@oO1T+b`j5{xq8U8*EAa
z70oiS<Wc*C-nI41^R5s#n}zG1loZ|LNA@Px573LPq4PzbG5y4$XOl`;)Ai{aD9W-;
zLgoJa*tM<7kBSjG{UK0Ym|LY<S5!s4ryG{m>#fo0mc_*_MRtsp`%H|aZL2X{hfOyW
ztlB|uWHyTqv~sdX@J4x0n!TFnwY+x}91U+wpAf~Bk1zfrHyMDJfqB`AxpJcP1<Bb_
zYMtZN<le+eL_)r;-Voh0H+TN6_0oEDBMb8rn%kUmLloS}!Uuc?TKCJckNoJ2kwy>V
z+KPQks}wlv`Oco{gemt=3-(%dv0|d<zq5okAXnH?xY_G&zV`rzBtuiLU(k{c?8RKA
z`Y6YI<}InD8MddBRoX(6H<_AB3|o8rN(=>LgDak$Y(D3|*-JNXA}M!qF2~^u<E}ls
zfBE#c7$fV@?c9*9CQ383jy?q9p2w^a$l}!YfY=@dve>H;^`R1k66hV8^&H;mz@cxm
zqiDKjPK-ga=UY}z==P39{-k!TJ7G3b6>h$~LWViS6TK9S0@Uz@Ls4JU+P+`5tPl=G
zA!F?t?sl-y9TB?1br{DjTerG#vhkIdlUqK9Q0WDLBnra(d{HH5*)62+ZN{oo2mT`0
zd_zwP9110PPk|>Ww(})1M*{iwMc-vzl8RZU`|0oR^VPXO>CI<Z?HcxREx8=ZJl$%I
zxbld2+TvV(p$hY<*OLj&=|`4OS>&0(CtrICxIIrNNjD}bD7l%iXQCb<3Otu`pxe4>
zeleQ{zjS2E3GR}<$x~In<K9&SpFP8qTGaHLD!Npj&P}M0ZCT*$MmxVVI?z(ijVTc|
z*-}+U`299qLS|@5EA6K}GJ~e7L|!q6-^(Dp8i2Mo<m3v4bXnjskXvl&_veXhLVgQ?
z@`A^~4i&LkTOOL#W~O_f6nTT#YOgvd@`Uj3x<Dy%ctV2H^b$|O{{ye&<cq(Q+<n=b
z0iIx|d~#elTnHre#3#D;wsQX0eZ_W!%K8hcu)4h)W+ky$Y5Id8`|1l{3Pb|!zfH{l
zn2!H3F|)8T{f~*6<-d6}EdPHz8clUuYz`#WShh*vUZRo&>KXWmpvKTtvQ?6dyQ8oe
zc6%~jqv5n0-e<XJ%y9{7?0^^2H^;{s>$+8<2qnej8a;e80VLLr=$OG6<w2KQn(?2L
z4tEuwZ+0^tb>ixe<_oV&NLq+-6xFD+%-D^A@i5Xj9X}~BC>qmhu`XX6&%Isd#w^iA
z@|tp2uV~~C(kP)MB$9p(-9{dg<|!GMd@K#uv5$CL%5znIapD;9J!o+3s$b3Q92|*U
z8IBv2q|FGAW*SQz2&1dp&b&5#SU4XpV!dBl8;@sPZJC@`WLRqM#LmgcIE+G*8gre$
zS3F_CKr3saVJ;3a&c~O=8*8UMME9)CUCxaIw$7#$nwvfz0evPRsKO~4O?*md$sSd(
z&n!B%2yK+7i9rW*HGyDMi1CS-NeHM_lY(o|+MA~zCOq%HmOYGgy(IGwOHNe-_z0yB
z4@EiXs;&)S=ryo2`*X2a{2%f){wB5>N_|j8g}|(s`6C!Xa;;(eODYjb?r>bY#_Y?9
zwfsW^6VRZnRLFUY0#@@Q!YaK{v=ni9QtT{dsDeTK{yz!8_`{Nsr7`z@5DHQwP#GJr
zY+bNTF)ecnL%hRzbNze^-HPGi3cCSKF6(tm^8g-=)MkQI^D9!hRr?Ntf;F^9LS&B|
z91q-~N7J}PkgPhW`;NcD8rmZvvcrf-`Pr*a-4>3aMCDE`L*y6y-3N&?v}Y`62N^M=
z5Ts^78ZsyeI)i{lhxkWGEmjH=&X7W6WV0@Qc#j0w3?m{Tv`3#>hYU2Nj^Ce@bV%X9
zU>+!1Fy%opX9WTsdU^a_5rJ^JUEMl`nU&jAQSnGXIOd_1IFP&H$g~WGkY*Fd%l}BR
zAI7sKhZTd{gPy4+krN97&BKJxU}wCrkbp*ynC3+3kmQu7H<tz-){iLB=25Rpte%sX
zhAN#re)ih)ozqJ*rv?`L#lg|+lu_q?2T%sMm&d(dSN7|rQf+PVP04U3ksku?dIi3i
zv3({)LvVk8BwZZuUb`g%a&U|b8tw`{M^{VdS!$pt)}{r@8CR#^G6(q@K4)KcKUY(B
z#aUk+jkN!`b?`mcDK6}n=YG8%ULRbHi-#Nm?mpwLk_hVi#8@{eyH<?20~|^G2?RWi
zJfO-5?n38+&q{ci;g$H;3)g-v#+E5G!t=eI_Ws4s`TQK@9#ODUA6LE0>7*P;LK;g{
zFkweym85^$(6oH`e6hrK=eaFE_IX6$;At>Pq#SE@)`bnxK_ncFwL>+6(7!+lrN>Za
zD4K~*o>5Zik?L+&uIXUpblMx4uhac3bs=pkWU01r+q;kTvtJGZPa0=D=ky)9rl|MJ
z=fJe7?br^55b59%BnqfmZ1p=eyy^$*CkXH=fC7>>6CcXrLdxPdp;t<PYL!@ruyN?~
z*|k%jmB-a%!XIA7EES2%?u85qLd5~IB|4~U$jiursZO)rX!t1B6T$vT^S9Uy|J+V>
z;gypGOSzFyF|2a}LyK2%E2tNPRRD9a5J~tb^V1fz7<#!DiSZ~&5SgD_$n@M11pJ+s
zD14Mo7h6eYI(_<_5bLdAPv4LwM=<(2dd&a#PVqGHvCI^Hw0s|5Hg9*&d5~}>fr8r{
zeOx&Txg>du-JhFZ-OG71l!;n|O;|8==Wcx;Y|GEJqM9>RmoI{{LMGN~_!1;BK7jRT
zKCaU+0K*C+TV*|$etT|e1R@o+zv4xY35&X%7_{M2Maq^dWUa>bB;IZ#R4*zs`|-%t
zj-?@qp`r<j7`jYa@HlTYZMgsOOx)AXWcC16sS4L^o#k7QY+^lU<EH;L4&3WgC=Deu
z-fIac{mJBnSYgF&H78O&K{!K@j3bVgW#5%7&PHf*0l6Ct^$2jly%k>6>z2?5LVa(l
z-)D6DXSHTx<iX60GX<#@e~8+uR;_85MIf9Pn;&P5;)YtDPsQ7uCGGpgP%AVI*6SO^
zhsRGn^_j?e90f9_Z6<d8qUOny4R7c^Cwj-2*=L;+D(LUb-FXwl%sz|(6GCj&1tUDQ
z3O`_({VMW@iNqU0@5JGVbfK62>UBS_q~P)eulog7Z|(Hnxt_B|^+)Ml0(soPMBx)0
zhEN>-IvJc76;f?upSd5*(-Tge4mPRTBD~Cf<Ps>GKl=MIlorg!Y=V`m+G&!$z2y=e
z!V(nD`p~cjZ;r4UyCNsB8;?HQH+N~i@8<8XfS3*~Cg4E|6)c?k$3N8t9vMZ7l24TG
zX!iNjT0U0MO;OPf#2!}rJEwr<lxN6xl8c|3u5brQMIaeRN_m{}w8?KDS?t4K3HSle
zXd6t^>UWVX$GPPC=Ou*29KSR?Y^H>>AW}$aRNNNW|LSk`0u*E1pU_BIm5l7q&OP^{
z5boM-mpKts=_zujS@#4}!nf&fa+A=HDmY1<q_`9NorD7@tomUB9Eu&_)`|9CC@TGB
zLh9?<yuu9y91>srGw<D!6`rYkL(<Mp_5;5&;t(NMX>fEfL6^Ga%j!>}aEUbvqM|<8
zNNS#Et)DLZU^!L=EYPk`N=vHfm#{{uG&ox@8E3xu#ivjwq<T#5XBel_Z!h5X!*TN<
z{JB2v8;r)zhwlzmDUBuCa&D2w)o#aKODhT$U7Lh(u1-_90|KK<c6S<Y%z!6%6F=I3
zc9@45qv)I7Mgxq^=^~(E&o2oOcg?6?rYkN!FR_EMF9wxe2&6;H=Lx5P;i0cdwm8Fs
zX#64+P6?`*z0voVzoQThGM|sh5w;vW4rYvJYEe0D%GMk|>W4fduL=Y(omwL*Cmks!
zlJ?Zw4%k)UdU))uTRKJ!rP*2TwpS`6!+t00gY=Ms6`hQBDH;iCYu-EcG<yxpaS>`%
zZ0e7X@4HgMgCa6Ig2tTYDVkeCgoPg2r-nEWl-%L1a8A(1oN}3T4HDNn%7IIyJQwA~
zbMtcjFm1chXPcjXzczOO+Z3cCns8Me3(HSmIx-(FFmd}?Zjy{v3+4%E>)uUqy$0#j
zsvFpoXgYS8b#u2t<mnpLupGG|lfcF{!)aYjTVD_0117GCz2@xfOt_70#7gxHDAXxp
zHu~X;9%WkJlr<Eupbnp0&(spMRkTThUK^@YNwTSznD=%77s#us@cFXg_)Z>sgRcAt
z)ZByV>`E8<oHhD(*NXeJ|8}G+_`9kA?bOrGfCY8ibp#&|Vl7p+V$?8M$K~#Qv#>~)
zb8=i$(odR}3zNJvKTBiVqzBriK%lfYEJ-4Lki#1Jr}ebSc;?L6F@pj!jaQKwdqu+7
zr0L>cNiHc`W5g~s@%G-jj_XR+7p=Ckopt=$!|>mVW4Ve|KKaJ`A(Fk(1wp<#@FuJZ
zLHoeq>QR>2$MnNCzvhR|6aSp!nGfb^Q>weQf2A|ubGL0MG4@euWH&kNCE{WA*u*~&
zUjG5<!~o@5C8LIrr2xUEAUBCyY+H(lq}*&95>-XI_>DC<_LWxkS=2*@nw)?uhO{Kb
zU#$w$FN}N=81-YTbn;&2mtiB5=JVx5y$?<&MP-(ijCHXjTA7n0=hX6OqfG?tIE7Xs
z&aZ@@n8ZCJv`|G!7BI&94)ktX{k3B**NIx5#3_J^O<}9;5UaKI^HdEj3pA46@|Dyt
zaN=EFbX082Efa~xyw=@!2rSvI1MZxSz~Hq&Xtk9SU4M&&1sT#CF5K41WT~F}?FyuJ
z%x~@CZ}OK@4R-dirHb~7AN*+3<(3kCja<o7b*k`1Z*ribZ+%VeaAaa;8jX$&nI6tO
z{OqB9F(+E(Q%LNk=g^aGu@*V|1&_}1xgYAv*HjYiDQw7<f4VDih%MtjX^owM0UcSA
zy^O5$RgI$iors{jL_mx;UB)Yl_mG?I%P4zXpKh}&a;V`4e)0BxSAM1h?t8!8`yz~n
z-W~Cde-OTR!G-QuO7|D=wU$1?e`){!((3=w{uw#g*!~~Egyp{pCM^G71QUR^rY+8J
z64?&h7{8Hc*Ns7(9$qJ08~wU>w^eq1u4v(R*#rqDBI`qeyi!ROB-H4@9zM&sPD|gl
zN9*=(MP*&-hY2|aKYn_x3l3*K=gX2aI^u0;QJ;sJkFV7V0Dg3V*}c`@j}!p?C?nmp
zn0n@m4!1{BmazM7(9K@|_@@w75>4P?O0~?>;mc$H>^Y!4L7x6K=Q|D2N55?c&c{<g
z{W3jP(lvax4FrwZYGR7A^gmS=3Lt8l1IX|CN<m-GAE&trHoNLWn5XAkX-s`|4t%}r
zEZ>F#00p<Y90{%IVcRkc;_uYQLf1TexIFAs6<}v_`A#T>ItVBtERk7!7hs>40eoy9
z@5Wq|5b2Tir6Zk07^Lc0$-cqj7o_g&?cDeecXX;WwBdzVLW!@3oI`(7ObbY0KIBi1
zjp5bR_1{i`HyD>lEQix0{eg!ySksDp)L6D?*L6TXmK}ByMx#33LVgwSIrY<_Q=Fok
z&wzuOUmP-A$f^O{UxF@V(~tCL0WtMl$z`G+)z1dSK08GskRU4@?49m*CGS_gAG6QT
zTQLQryEj>HhjZWpY`f*h4uI(+W3Ib~WvBMVzVhF(FJ&pg%CdY{8(nVRZP<yHnWno_
zFYl9s=PxfOvUGUUVstt&TfBVu(yskTMeihQH<zBIM!TpYYP2Fvz{dOVmsVE`{cnKx
zn+i6%X;<InNZUUYB3glmQ@0<GxAN}KNXDV&Xzt=|$`2SV{+kw?4Mfx~&3^-K3$m)5
z&Kq1p`U>9}*F8dgFI9WQF+ygimJkzd1u^xD_fl5#0n`-XXTt%n!?}e}T$=E?UciT3
z9hJdmRyiMbpx+tpF}ufIOf{cy&nBMLY!>*0eYRlv==^OWC!cI+?sKAZBe$;v6l3s`
zX!O=4Jo$QMTk@hn=HQj85gG2^k!Yx_ysmRd`x<}G=#5&h%z=<Y52S_Xph>R1J4@A?
znOMTjo)K2FZh~*L3BCUzg1fYB>jSnSBlra@b_qxiaZG>(1UiL}e8$4P#75x{+s6<O
z!}=qr9b)_?W(*7d#P$2jU^p++A?IN`U&SCY9J115%3@u4bFCqs14>&h77H5g4a=w1
z^8P^8P6tH&<tisyzvd-=c)5ocj*ozE@?OF)2)wL=_!H6cX)t&b1@uDIAz>$`2I!JX
zK{R!`<!`R_M+kp>9mZ@J#`GUd5Uzul5E6rs$b4y1Ex3%&ppAPv^1i9DhfZm?O@?0b
zps+7cK0?7sDeAhHQ+&Sz`h`n7bKUKI@S12GIir5FAWP3-Yp#`9QzOuUDCb%|sqYl$
z93wcx4!U-Cu^9HZH$0y=vHoGY2#9rFDdSdqAwo+ljfvP&D+^WDQGy9Uda75KJmiux
zWU>6Ar^7JHpeXVDAo>=5!p?zxxc%B9ZK3h(lo;xx+Oh8L7)4x~>aa;D=6FtA8%j5l
z9wpanHF-%jzh87$-Kwp5)~r9_y!hnGMwNDBhGB?P-Fy?2$z2*&?m+ksoWZzR8zbR8
z{1cU!Z>oF12C@}pT;#}J!xO(?mmVCG5J~G&QlbD>-W?evMG~1BhgyYD?U|N(HVS2i
zl$#4grX3Ur`MeH_&|OMK9GTd7Q92N_O`J-fmvQw83v_<9%EHZcX6T2s!S0|<T-3th
zu7&%lv|EmX!Q`B1rIE12^0*PnaRV9$-O6$&g#9I?b8$ew_m~tpNS~bZ+eSLefITu6
zS@~&t>u~7B=`R=hhSTH^2>W#k2kRYz{PoomJ4x_f3Ls=DBQQ8vP*1jiU1}P_7nJj(
z?-okae;|GQP%FS#NHvg{v{JZ6*3;d=kL20Hi`KNn?kUzPC~`))i^h-}k6bU?#f*hO
zLfj?m#gR~_F=<aD@D`l%)I~zQSQ4L>lky<r3_E}^Kcab#rVoF46bkj<gU|+g<$qj?
zDf|K3hc6sx7>trXq(t!j(i4*r?MZ7l7N*xG`3k!yEBPdj{X#^OH@&w0{rgPJUQAH1
zJ5(w8cToS&5)G*ZW)G-z%GP!TU^e=+pmO(&%7;k2N#o4*AA>Zo;L@Usz$tce1>StH
zcTug-fBlZIwh&3whq-RaVVzvE1Jw_gkc8ZIWlGUZ0}9_051uW9jD3Q1NRMGSH#Csh
zKuvJ=@YM`Avf+`DSsII(N^-c;R8wY2DcFnr)6RtS8YiW52<~e%4)CM<b6wvC<5UY*
z1)J0OF3-C>=C4l1eR7XKmVY_V#_X3mPA7M8^LcLhcAw<YEgV_wY`XlGXDeiWx+OXb
zW(J0OYPH>ah}UPH^bc^Pqei5f))=Lp)*Owj6F14opzV(aV-iVhC!CSgW3a&5gQ&bB
zL#;B&Q$_(0JlqzZIkxJxGC<c6-z>FJ026|BfNjUgaI8X0Urs@JYd{5gLYuaVlK-Lu
zHt10r%x55VR4bOCkl@l<FTlbBCPe)fw;#rraN60TQ{8h<fcf!rkA@Xl+s2YrsVR|O
z0J>WeH1ns<)R|hBl>dQp=zZ(<^sg?MhvRJSu5+LxTm1yxtS7$C%LqtD|64^hqLVwA
zUAot#4yy}mk@|gsLHPpyp}{E-0_5p8i(_wl(1)WQo~hiFW$znt_&<eTs0&`u+c_05
zLraiTxVh6?4>(5EH*8g?dPX%-2v{kwAC=)b@lwszi;S!7=P5jc8be0dnnLsCMrP2L
znzm;_8kHq)^(API1CeYz%zmBcR8xa0z`UPj_?I|r$0B^h@9$HcNylpjthiY~I@+Zo
z%G?Z)C<3V-B4ss=<6m7p`#jEp4^NUk+rw*Sma*vGIeuN!6XYP)6E|EtF~Q0Y$+~^{
z6WgUTETLpS7Y7}Qf6zW{kWtetN!1z32M2GA?D=Q~<xNs6yemPXAy18_R(VfEB{54}
zbS0qb8L~Dk(#V}_APgzxaylm^TOghy)R|DSdJwUtP`aTM6k0{sqe$F6<C4CSCVv#g
zp)e6vZ6I`r5!;n=9iI(&EoPv(yJwPcX>LQEn&(`w?jgb-q^Vz!t2KjWz@mL|p}du)
zB*64FZ9++W2q|?ijlYA)sezX(fE<>P)Z1>{H3(-2qZbz1tJXlZi<&Xd2J54^$*;AA
zz>V}Ap3Z#xhl#_T_ar7DIrHHUW+hXz1{Rz@vMLOwhB*YlhxD(%uI-3^m6Qq#25(0C
zGj-JbNo8Bf@(@RGIROYReS09c@&&@qpl93j7plM&PrGyTuuwFV5yW0_STZE#;#g?J
z<^zGA#k;55Up1#Zb6+F&LCoY5Xq~efg116nBgO`>_w~Z6zcbUAr$>sbo>IGP413e%
zLVfvTy=>%8vMF|$#j?OjZk#a#RMQn`VftulE20haQW?tw2aOfn4a!o4QZ6&+z)bq1
zOz;W8Oms6;gyeld!-)!7Le{L=$gw71vS-<;{0m3vseWo}d~T|F=a*887L436@j+qT
zm+yZjuu}k&yZog)g}kY!551e!S>?YRPCJ4(?|6!+1!x<%{!C6m5;?4<+10#2vnOXx
zmatF`ZDGW*!{lRoo*WAQ3;~*aLm3?~5oJ_h1H$<NIxDPSqEw40x$x^DKhY08T#%kY
zk*yg+n<Tn2YZR}70$toTuV%Q%Qf(UH7GMYC%yS{zPcmZ<Ei7dO_aVbdv#3^N>viY@
ziJ?}>+ub{%9Mz)=Ot#_wFri#li!v!eydKZQ5gr2xgC1<=_-$M>;ecKC{a=^7H%I;h
z8iX5L5Sm){U9AKkybgK4)Tg&uKd^7;^Q>;oYx9(j{hkS-<;OdcQ6-asaktfw%G<8y
zcd-{=9uRDXa8uTKducSa<grS4npqeMGv9*zrSv#6<bWW%P|*-m)wOKdpwhwTU`3Py
z(wbhuhFX@A6-29_vb@=*C>=P+2ARxiM(UJYhTn1U=}Zb(cHTT-Fc?5U{vgmZJAxuj
z_Max0_n9+9cF{mI{4uensgl1$j>1w*MTkX2?IRV8QeRGGR#2M?Qr+|LMeB(8tI<EG
z)C*8nu50QBra*vBGRrMSz4(fbEDr1-1Aa%-qexaI^HBt$FCvAsS#%px3{PD7)wz-#
zqu&`;o(kKe%7a@b_$Nvy>40nQQ>${$7#((iw|TFsj2~2vwhvr(Xgj{R%Bg@^O+N(?
zg=sLU??6DG2VNJ6vq*<-jQmN1#bl5*>8#vs)V>tA8zpVgj~hJX(&CJ{C*faawiq2K
z^h_+ylA~6a_AwQw4>#u@SfH&(kwk&UfNQ#U6^HY<>!<ODR|G4|%&aPblGSH;H9IiX
zNCd0_^)nQw&i$xUV;;mI4T<b$ZuQ8Z1QBM-Lbsl)BVdp_s*nhZ-Mcq<b?$tcV4i+W
z`R0^^uTMk}wu~8>t!VxLu$Xa&!d1ufO<!n35~p5}F>a79A12qrr=+(8I^>Is7eixA
z2iO?ojs;0tY(e>Bxq7R6samvNSs+S1UT~#x8lo>ElqRC3A<mm~RV_2Os%NDNkD%<l
z9lXgEP$`4EU)J+89Kox_UltU^J^yLbmDOGg!p2*Qe8p275A9Sop)N~h25_C5osYWo
zpH2mL$ucEe>h)lp{y|#znLLGJ`Q^fW7^$PkX=$YIPDy6?es;E-4ms-0jn>)MjbZ83
z&U|o})XHS-akO-<P*Qn$EpWRlY8S7~gs?aHpwNvOK?jVSre4!u`*X5d=;pIa^B_~0
z#A?T*jUIld1-bqZjo9yooQ@$$LmaysR+215Gf~(l3K4+*#||}BUnNhpBz$MeCdr8*
z#2yx^6*V25EGtaIbt=sOH}%g1kvx}1;4_b_p$FfD-rVi38~#~tyPth4Hi-`2VH*+j
z9f5}Fczg1J38b<BT@9@yJ*q{6*$spE%Z~{1QA&D}Ba`gyW0<Z*eot4i6H;~5Uqr|z
z=a-@TvLvT|PXf=vSC7wNZ4{4zxK70?9zOdSmEOS~W|)s^KnWO(b_yCyDtmpBT+m+V
zlR^0*Qal)n(auC?tuI7rQckK%akNOII4dGGsxGG}MOpWAD|N>7jo1>(A(3+g?{Y!W
zI#sO5Fm^=Lt(joykoogbO6}|g$ik91Y)rC00}X_i`!Ll*@wYQ#zH8JWRv{@FGC^>y
z774?W4LJ5E4*H*2v{(bz6W9Ds9dxSsP$vvHPZvnrN3{MDP05G3Yp|W6?94JbT~%n{
z{ms90Jw656On}C@x!M9{-_RB_u*ut05vomB#9oFt59g_QOc)?PA(z;xP6V-RQX!L{
zQ(-uB>QNtc_RAwik{YVtTPR$8`!HF-hp_eMBFR&HeYykPP+bpwFjqgUcH~~0-c6!I
zUEOogI?A<#+gM6g{z=g<A2*AnjDe%TqeQ4%%Vv}m64_79UEGMnw8GLeg@E!yBp&4T
z1_<_aI(m@WqUPwRq8e{V*ymyGr3HdRy`OEbsiy^SDh<2hq6^AQ4Yjh8<e02C4U;s5
z10~)=*Mo=h*@_ay!4*HK3S%^^_yT6#e%@?&O<V}SA2`jokjfOctu%Y!Rn3zG!<BVi
zH`^HYpAFTPLW{}I;u>dN-nW+D8)IUOMvi5)fM8x9BaewH)L*VWZTD4re9`<C^;OOp
z?$G9oQ8ii=@~CO<CsKRAad_i(hp)OI7>h5QK9J<*Q^Xge@~VN{D|E-PMhwP1j4(hj
zj-5b1D5z|bCDTbgQug;f85GcBk;6~4t;hgGaR2OaN(|i853R4{f^l}Qqm*CT6}=OZ
zJUzd9%8g8_o1LyDoIO)oST)U(1yzek7bhixrk|Z=;Kx-Um;Yi_;_$mQEv{qc0|;Rb
z2T2BQ+t!(=3$dvO)s_0M&zw4~(Y;w6+O-ZFkx*4$R(36NkBra9qToJUT@b86Le#9w
zVtt-s`z6^nke+~1IODNg{k)}w_H9h@RDYl?aVRi#j*R{x(xC}{t}8RrHuG!UtNYN&
z#U{a!%0jPUcn#BH>=t2aV2j=;^#;WMcks#^@x-GrvoZI%N6vdCe*NcgJ<^nk#j1T9
z3)9QI_beo<J7xLq2K-3+4DV^LqFgRomDjc;(}My=mCf<vczdQTAM~vZnPqj#?|{Yw
zdVoLK-<*qgx35n~PHQhq`(0P{P-QXM*S+5y9C<k&>PZ^3(Nl%c<utM*_P%PD_oZ&#
zceJ9tQ!&RM@V5Hw({I!0-)g6B=6OI(cQ>mb@%6!NevY!Iq8JJ|n9QTLZYOBy;G|zq
zA_(8DL>YfW(K5EX^*Fj4*Wp2$!H^!@o+58AdA$SD-{3P{ffrquh7ss`?#l3w<4=|@
zJZypMRZA7K#uN{E6x6m6UMk}(+BfR4ra|e>#>7EE<-M2cVJd+SPR%ef7pV~B!@Aso
zdWLt&JP`<kjzh}%N&E^;yOGfhzl`wD4Kr?Hy+pF<CE*d`5CQMVFtz9(*!6uCSg@@F
zbA`WtNO=i`f$N`n@nmI-Z4#DVJwQbW<~8!)iSj#UtP2GYiO1Qco0BUHvQ~BBAv1Ti
z<~LF50z=N(nY~jqh7$BB(0VvP>DB=TNsIK+SrvSJV4c+P#WxRgJYrc73KkyG^ogBC
z0)1w$LiIPC-4R0+SnfKn6tDgUvwK!o>u;WtCQiqW3NWS6r@m<35lq8y*O;sXNBw!U
zj4e(}zv%`e+;I=+6WBpDujSXrL1TTIA}7*2rgN3<CssVF5846pjF_ch<V5oMy;A1Z
zw^tooK7lgZv1cb3m?!XO(U~TIkxNUG*F+9E=s+>ei%jhURzLvO;uGmM^!_^0HC!+8
zLE36yNg0YY!F3!;D#@PDLn(~<Zw?t3c_FzqXvYypCgsEiWBU;bsSeKJ8MdxQ15-t?
zAXl9o)vF?LY0G|nCO*oVXSctHS9E6Wnz*kqX9YlNZ?r>pOmVhe3DcGdXARx+uk2DL
zrq=aB9nCVRQ79+OeC5E5S)xf^N|~z_O&F{o^ry6f=<@sy3I`s5Id7J<5qY`Pp~cAb
zF_B3!mys-<7H1&e*gX0#=@2#SB2$To(h?xmY5_=n+L?}B1vk0b3YJ9~@#&e@Qiu6B
z$S?aMaO^ANT+Vkr&w8f>b)^Z_;zwU)^Tmq7M=AjX?D26Ic3JF>M9u74O(S%Kqb{T?
z0ecHKa<XoRP{a)eU6K-vim1PshOj*j(n?ModQLzg`#hgBCZ$SrgR?NG#=T7==SO6T
zjl^~~$Ig0lPjH*RJeo7fbLN}IVTM0tFUmFXre7;ftppU&qkCe~{8v^|3#|G|2Y^<&
z-6;<|Lps#GMJ)7VLaK7Q?%z!5h-b;hiyJ~IX$ce2kRI)6Gu6>cf+OT)*o6mEH48(O
z4<N&YKwkcc3u4PCoJyld))T^bB5j3bShH5$vpMJ=B)N(lkg9)kZMT%KCLVbq_~2dh
zMMmAWwdD?ZOP@C7(^=(5U=t(<M9U0_GY%<4%;i7Q1zRZC(%Nrg>#Pr&#7RpdL7EW;
zyLz6wsHqmtFJwT$YY`-uC6~115YUe#n@^A!)ScNpZjdoiREtZ->T9K66_B<^?Rt%_
zbNRMkX>eIhFQMi*%*ko<Q+NFnP#^Lv{ZXq&gK3_?swV9K*gY~I6J-64Aj5i&Lrp;s
z3$<`EmEzzk5tNd|xr!|jCTuHBo!<7+@#9=CHAnWbXQCw_yuYzc=)n$@5M`>9scw$P
za9<XAd*_W!K-ijWhMKle`y@lwk(bB}tgyAV?%MJztXR;zYrWPhC+%Soo-C#Esx^OK
z*S_WMieS0{P-&HiJs0o+pE}mnC`@l5JdEEJdGnKH6H3j33dkyp<K<d>y2z_Z^6}z~
z(`PCssar(76F~;f?DP$4`;MJNi(Ya#w8#y<uzYqF(j|-&F*x~>PzQD5hR&+y{2Kkn
zYId^iJNI)swIXAF5km5U{;1+(V4c!Q{^;6jz4iBdnbp7<!M<~vTDaV=<QB{KY&Abf
zoBItyy_HlQK=oa1!@&w(<t)C_VB>G!jFL9BX5!FfJ<BAsW5r}P+<5UO2wkWQhI`pU
zSlodZu{fMw+zXo9N86c^QX`_|-xO2%H#@o6_!cr8X82oLzhX$2Bkfb|`OK?fcX5j+
z&XpFP5lCLXt{>0io7JK8wmBdZZFQJ)W6(d`!3mx}SiF2UShnDJ!Uz*f{Vz>t`~Q|p
zs-uvSR$n?BXLeaHz}_o5(wS<Xa{OqShh<tFk~Bot`BL^p<bv-c2~WZfupr?EEoAMs
z`8%g+`+z97?O{1JGXD9a*|v*i`xq+xlBEC+#UeBiMiy|39X8@OI_tZn8dxKlQ-j>7
z?EBnB%eJ$4k_>-p&WAedMEsZFraVQ<lcbAC?(WLdfaNUWESs68|1lJ9`ymS>+qY)T
zbJp36Ec$@5?3alkj~Ea@kiw!sB~EM$Rav`6H-3Oza^d_zwbqOZida#hEXpsOU16|@
zXiu5+2(}r)_5l2CN^)g`dyXJA!&)n=HUZzfIsD|pC@;5qBZ#WO5rlr9A_4Qf)G(sL
zR{EC!l4=-muY;{x>|-@dOKQn39DHz43F|(TV&17cjuoe2zXNnhTlv0a7#{y(T$>Gb
z4Zw;q&f9uCObIQ6t4>0i;@n2kiOHd9*_eeT3DiZ^Gwg<9toR*dL88q-eEI6N{p{T0
zJ{6l)c^T7y<Oz0)dPRaE(Zgc7y~W!)re!qb+$dCy&gE#VDxg9Ox4BIYJd7*3hxt8%
zrB-KT3EY6lq!B2%!$ts>5xCZ!Yw+oH0N&E<L<ic^=WH!H8EqEbw9&uOB5o_y)0KWX
zdA*nZ1Oz!>S`7Tsq=^0q!k%R)KQSkwP&EGXMd#UL&NoY0WP5tQybW%rmJaW!cK+5f
z&QzX658lI%%b8((@65?r*VZ)@>nIGn_%TKWKyyYR52=b;Y`L=iT1A9QcRpQ`vDfKr
znIqFl=W?x&r+zVW=;m58P{m%I7-OzXdpje028BDp+k+#3*}YvcE{{XzJR!L#7kBs|
zemd^@1G3wfaJ%brY}+;7MB_f}gB=tsX??h24XPqmCn94~1kP@jbU7KMwez=bRcv8o
z1aQA078_=vi#C4}=hH(J>s4WvHRE~lU5)M9Ms3|e?30ZF;^L$c&JwC9UAu(2(bW0S
z3@43W0>-6DwH|OBNAoz1WN#W*oA78^9i3{bo58sY00mimPnA*H$3y%V733qF5r3Ds
zqHe)ALwJp!cPYIt;Zig?1}SGE<Vl}e^?Wc!YJ+`x4sx(pGzuO?{%%^2foVaa*T6x1
zMLpr(|3##HWx5N`N-sDI@e0TG6JKV!x(1uz?6ol{spNx+0#<Zd1p06lQ@g`)zN4C%
z&4;u~P~uPKH;<I)i_iGcmpttwN3dP|_wnrw*`3s~#A{s~sL7Hk+x<Ky+(@ljHcv~h
z-41LChL;_O2N=*RR1>tJf*)Ffrr4FXg@EG&!7F)}>bRl%VL`aFpj^7^a@(uV4gv>9
z$dxJj$8++q%>EC;$0;15(iZt%UO)tbzUyN(L^fT_YKPp?D8iyCY*?j7_t{7f6ntb|
zD!a1Kf#F90;cZ<oA>sbj#7N)cHY**?jMHZqe_Pieb8UenWKB@(26$oE4fAj_FH_CC
zp?6q0&HUcU;>osTs=cFrAuLw&#|GpNa$Z+RrQo6gH$%;V6D*vGVg^Y?cvJ?=3T#Jk
zF=xN0{w_i6I2B;Jk$xn@<tWS@|16whrRO3TL-`*a`t4T>a<bWR$fp9wi>pERr~s|<
zn6vm)M>M1w#kzI@sjt&v{i&b+HOC*S1U%rtDgmW|ZF$^K<5FGRwDrlxtYV+;zOVWm
z1984!cgl{*%qo7U_yB(XH!V%TE0a|Shn0^^C^0`sQwONUqwwY_)FTWecIB$^c4nGf
zRaP6-wWnYe+y=3Alb9w>M>KjJd)r2)4X~!Kd!`g4t0pKLq`Hc9w2~H$fKakcLfZ`i
z*Ep+7%(bx3K};XX)LDp2JjvDP9vvWd+4<cJWysxGlbgE+8C_su<3%AUd4ut)#M%u^
z2l@@L^zAn@V;kY&gIRnNIt1%_ru?~uKW4*#E)Dxv)0=t?;LYQKe7~mikge<zcItn+
z=*kIAF0bv|R#Zlh>KjJMwi|*>t~xI-){<%m@`nX}#8rONuI|&o4S33~sA?;s)ILYb
zfYPUz)-<2tP(~M&+p0g9k&dN{X;#!!RHu|@c-N(%e!qe)RQe*>6Y^fIagt8w6Ypzf
zr)cIDmUR5$`r`UH8XVc*WZ6bQ{TJxu6EXQ6SKil>4kXg+X|z9+f&J%{>>lrMBXW5B
zJ&L+U15V~q{6$|x{K~slxE5a>VP^aeQuOML6<wdrt4cH^lGV#Ke7u5JtiR!X!R8XT
zVpns)#@=V$X|s=-HO8+R<zdO{r_nt}PD>B(Z~Jqrvu=GD0GeBGkwbKE_bm*@qREgM
zZDs0|Tf3f>sCz+!0DAPpNxoAR57~Sz#dHTrC%mVG{+bk$y!$e5dSo7XI`>FKH`q04
z>s~|_*N!67IbS==EJHc18GtMp)=E>948W?mLfED4cWgfb`E!O1YFVGLC5mEpHLaH>
zp?3kmIrjvoWU1q3vjefS&e`KI#*6&2mitT(mq~p$c8?l2k5mxeU#IZkK$Ki4>_yXg
zz$x`QmcDw+vr4*54(eHPGrTZfWQgmux7ISMgn*b}CQC^{P5${Ldc>ubue7rIM-q4Z
zhY@t?2BAmfse6019#=J1(w_sOYy|2AD=DS!??2fZKC&6Dg`;wYF0U(3ddmP^XfCoc
zr#g3?LUqFJ(h}oMK-C@)00&)S*5*E79!8vlJ)Um@#o;v;7qR@<@p69vyikjZRL9C{
z&rPm&N=V{0n5V4FHvC4ORlDDZJO&LlRU7i%j(X=kcC<>%us3L@?}djE9!05U8B6r3
zRn=EMCfqx*KpK~PM`6{`cDBQT+exC3iq|lr%OK6qmR$fp5qY$(!8Gu?Q8Jl7iZBvN
zEt@S}T?v_5QP5v4%uNfd0W=#wFepI6DzTe4e6(t+ht7Zw(xBL+P28n|+|V;3I|-y0
zFO&Pb_QzwuROmuzUc9sQ8rH~Yy82S%ei`FmRI6!2iDKpEk1gr0x>U%|BjI+6aKj))
zW1n)`k`;P8Je)jIb4#nKqP0v2I~ka(@h1A}WYb__1M=-2cwGhp?jH(GxQZ6-kuNm!
zQz7SYqF{39PnqDIynmVSqo=@~#~)x7Qe2MCtnC-6*l%KQm8JLY2B>_`<Wlffx__=s
zF8#3(!M_jm0g?7G-e&|HWH7C6(slj;+4po;5>qyNwf>6u_)u_!9?Jxwd%7dvct1V$
zT!x3ow^e}VP<3<}13I$LMrlV;rV-RCT-=nM=qa#x`_RKJO85)RI=(<Gu4aPr5(By*
zV0wHzKXUQfCXg(BSo~p^COXJWA1eYg(Y9*@fJBukuK5rQGbW=SKW`&<)^{FLB_9^z
zwO}xg9@MP_(!l-Y6#;8$x8kq8u{ha02VgR*_5hJQD%UJtQYiuFeePf{fyEy0q`vz2
zJW{n!ssGqz_2f0kByH-4St`-^yEw6wkGne>uO*4Pf*P%9tb?L{M&CqQPhr5qBlK3;
zZ16kIW~WI++I*saehMQQd5$U|Iap(Wzy>1Js1*XroqVt8|M2z|U{y6+|A2H$H%B_8
z&Y`<Iq`Mnw4oE2=-65eMjg*AaDJ9(?($Y!@(vAGjIqIwT-uK?`KHvX&z6bW~*)wa_
ztXVVbH*03^vv*;wiF;TH>CAyE=SUF%-1R;QPeLjm=~C;uJ4O`MLk7Wfa40>o!p!bm
zx^akQgo*9CxQU|SNs(Ivino(g`VsTxzFgpyjBAD}bG@GGD$$XVx4S<F7VWNRJ^cg=
z+~fL(?6+~{qWC2J+y+OUAmt5Q8TuEBJVOJDL!}jD<Z=4JU#h4u$Udj(1HHUr*hXd|
zGx&LD&;n$}5f6psW1|H(-NIDO75Bywv8bb33*Ps3UnH6%ect0GQx3#hGb*`luvQ#?
z!$)Zo*d+Wg!r^{uM5Y?he<kYaUGVzF`=@ssW}XCNraz=(F?4(>`RXzo(dG`){0*9}
zz)NrXSXJ;Lm<wKGFK92=fuSi#vv^SVwMR$TYv+W~MLK*}pbRF)Lp?h<c5|$URfR8J
zFZXRW$VAT2*?RGOfBnJoZcReCfKiWHueE-WHYSg95Rc3RuVr!(s_jja96?O1ljb2_
zn=r$uA1<E4mBsXjPlkbk%f>MinY5U7-s4?j^ne*`-lK*}2dcD-9njGSs<Uj<)03Ry
z_$K5h=oof-Gfmem)b`IB^&K8Ze+jRm+rRoSLH0Q>yd)ZH@oDb;L*UN0H<*=IQEHc!
z{H5KZA9$8dIMpuGzs#5nM^$O~;0Wr3;N#y>Pb0Tg_$a;O_QaX$Y>kQx;oZu^XWoXD
z8yquzt7JjGA#YX<98W)4q@&X&A?mQ?BxCRw?@G<g;fd{N^s8gRN%y8;e$JP5uWw)=
zfPWdnMg^=ZW%amYbrwMC(_6@dljG<j)8%JcVXNy=z<Ih_96v$z)z{@XyDo)(JWn^~
z{)ksa3JxX+ouAoB!~4}cP8-h5l3=$^$lF2q8y5J?*!9K<-~uX~;5j#F{O8~qGAHZE
zs@w~VQtV&6wM7@PFLmn;W1usrO6z2bJNf#`g{Yf;R%zot@vM@<*A0cc1C)8apB$n=
zJ)&fe-p=osl|GHlLEh4F#dddD{y<glanum&@-6ySjVf~eO4KSc4V`1-d~AP#))~Hc
zzlCM6E&RQrsI4%h=!UN@N@6q|?A*`RktL0%!JjKA%R;4EHzxAu$4&1cJ}!M8;U@OZ
zid@F+b3{&$o)?QpwBA_fV~_)X(Tyr|mq(|pB7ReG31B~|CjNF=olEs*_E67AInh`{
zj)x(7?$mstM|Fh^^n}IEZl$-OR&sj$IRBvnZS_mUCmf+<qkQDfpXVJZvbvv%<oh3{
zZkDbnl@QD3auw-tvkVs<zRVsAB~xWGX!ZlKY%IvXpU<gdWUdlUN^;j!in4kW06t2_
zQdM?OLunKob#<}G4bc9sk*MoZG+WVmuJyPB-xp9&yLf?|IMPV5Zqg+1r3&yWU}?AF
zMsV(XKoIbQ`M*A-_Uk7q0{onuzaCN(`27+jEgx5FjtAzp)*LF<R`%wSF5Un`PDnN{
z7ZAWF05nGD&~O2pgRKFa5Gr?TXD|TvTNX&NwTFwRyQQ^<urS91cNa@dYp@~518G?R
zhnBTB7*bBg8!V>@D++`?0Ef;Y>jEhbgjTMBE-H%7AqBaHaP$ChL2J~2B)Ge{{wV=F
zCsYP@PGcxJq-oHH?LbgkXarL4|Ap|NAM*YXp8JQO{~$c<8%+PD@Z5iVuj&6ncy8_=
ziiK&Oo9ACO4}0nFe=9ui|E=b^|I|Fs-)Np2`mE)DDLl{rvF3UH)I87MXdd=6vHw>1
z{}atixj4GGYr2|ST0^Y=hh~4<FfZ)0Vn1z|_Xh_2gBidceEl!m11<i;gdu1F0U!Vj
zfjj^lO7>PB07LX29S^f~4Rn~zKu%B{XrROT5pw!*Wek9Th$jS9c>h2MsIq@?|B(v>
zaLC%bdqBvbJOCWZ=8!lHlmNeh<(~!!gtIx=+|kAMmvBFEPt6nTXzy(80r=6U5ZDBp
zTR|uRd_P9xZ-&1+4bn<`u%k7T5r~f$a_|{(a&l@x19NC#0Sz3Xfi*M$Km!SAzy=Mt
zpaDBHFakqEDQMsV4ZNTMtcW`_2IFP>R~n2BjLrs{2D^kYfYHH9{3eEFz(`!7#IRzp
zm?!iSCL636jL!Zq5@%@40~*|i1~3M&OH1gb9W;Qkf(0-xzw7ud#&4#uVleiw%KvSZ
zFfP9v4PyXP1gvscF03p}KC6Ee4Mq%W7Ayl+3`Pgb_|5q@zuzkP-CkJkZ{pvQ{x0@g
zC9n?mfr?=S<mQB)VN|gCVUobw{hP->Dfm|*SmR)9V6oq=c7n1L{HvKjXbe^jZ0v9`
zqjN}GLk7Gd43eOx0G*zH&gMTyu_|QF{$UY+7!t$<_+?2yrrN*Y0G&fpg+tZF-O1b$
zokQ(`3V;ipLrVz&cK5Uv75zC;bNzl29_lUF+C#o)=))udnZ&Ij5~;acS-aai+cGIw
zL0kZPun#0n)6><}(b@^>WN`i=2Jknde-T4d;vXx8xf(yc0}UV_I;^Y)hXxlA9o8C+
z-{uK(M1GNS@uPG7cuZdd$b}As!5^d)2%QUN_8b~O5IXQ@l#2(Q3#K+mDi1mk7X8f@
z^c&p%McRL>G;|IZ*MDpX2-;acrGt42f9M`UYh&){@mtj(s0{y}_#e6j^c$A`MLx9$
z|0KkJ&^(0ppM?13Y5sD|{*d?=F{F?Gsl#CI)vsQF{D>O#vll>o=pY!Na%g~f(P2VE
zx)H>K4r?nk%8d@w5i|-yhiUzf&V@N@zu5k-I`?;v!knmIy#ALW{>}J<xnsZB{{M;y
zoiTs$`d^CpH(G=_UBB4=e~Jimh<@?<UyArQT7<b)zu5kNipcwGX<^8rY3*w6ZVtA0
zafTqJgsPUBsthfV6Y>WMrJ#7~Wp8OMrJ}Ed&I5B+jDLb2%yIf94lgG<jO8EW66Qwz
z%KslmGX!3K0od=s2y?xDG5BA#_is@P){38OWj&oOp)H4bW<W?|U7XDAoeeqBxuB~-
zb7xy?XdL~I1ClPq2}y+gK`*#|P_Xkt$k@3-kR(+A*YBC(kI^b=?qLmGop4CXt1202
zu}Zkxn>(s#!IoQ)S<BMh-WBZP4gkX3{~v$_C5P0ZAg$#hry#9j?h4@eHHkok)dleI
z@S=0*8iEXgeEi0c@8%kUU_%=s1s4xA4FVPrFo&F>2bB1~IeyX`L*6EA$ivSKIrAFw
z^75fW4?Z9ecEGN=AX?%E8A8(_Wgzh%bkI8ZA@#y&A@xFNjnR32(ETj;7Y_k$2!CEK
zLtZE^K2Ad($jbefjDN}ugw_E$p!v`<l>aZfUuS4rVfnw>3ZaF{0OJYe%L!RsbMf&T
zazT6sm}Vd)ASnV|KdOah^YU=QvW=l#t01lE;{mpIQgF6$0l?;X4amf80fz1)Kr*47
z106WP-$Rz~msvq323dPYu(dmftRrMgLE75V#mbsP8S=YlupI!%3lbHDxCqwfPUzk*
zjT2Rzy8yVMXQD`aZ#sHZ=%Q7c`t!7>P7$tSXgQwVbt7thyrQzID6^_?#084^Tw8Rs
zBfy?vCw92qW`}=-CsjD_JDL@eKZr+OBCU6Q8j<teL31+eljG%g1v*89VT!hS*4k_i
z%7}HcHsmJy9p-uOT$}9yu1TXfd#12}Q4NojjN1vn>et(t33m>~QDi-^=-_>Fl3E^8
zlVFMWmIhm`Q_&N;afGsqJfWa?P#NT?T~2~j{kl&4&fLSC#Cak8J4HhUg0mn=OFp=R
zV(iK4I5|LkqrRL~iPR010XomevjxpXtJ;mNr~79wnVt8sKWV9@$~U*#tJEqc&tD@%
zQpD##w>*Ao<d;wN#~k}_EQjrvEwIURXt`)R+e4KMfc1gKpY|i;49S2vV84wAQUGdk
zkgCj`!O(v6Fy#6HZhv(!v}Za0=-EHkO#h*0x%vK~XStlaI5A}&WlHkB`TE`+9o1lh
zUMe_m7s)XaU09lkz_xGqN`aA5(EsV^^%CdSXK!Dz4WFrDTjNf?a=~E%ohG(3GI=%d
zi)sfU$}ew36&xDkWO#bx-(Cx&+mkRk`BPPX@W(0_wy#&#qgfmvDUQ3493WjYRy0wM
zyOrH_R#M)w-!-!)4MrD+TSCN%8IKN3<np<T>+-0%KRQN2+j+^iKJC6BfZ;Jm-{g~h
z8p{VkoTnDD+9Na%yB!4{n%4kp9qT%pB}DNu-K9_nK!PTRwOHQ<!~GT&!u`sVbsH;;
z;wyP=FR$ROnO{yMTp}fI`TG59Pr_WxpMd*UPb%waXsRmxz(B}%56vCzE&m1zVJq=J
z`}T*o3hf&hY(f_4(8aElow+*z1cWViVR0@lJ`P=bE3lo1ArzV*9>br15VHqBj~{72
zVo<R8lje8)kMa--2!O#32(SR42kaX1!E!!GEzs*9)X-E2ECC=e1xtnGLSgVPs=rD>
zN^k-oAP5PeX}@cQ%r7twP%aSQ`YZlB27y5sJ@gE%2S)h=;vwnKRzb@_<$>ft;OrN2
zX+c&lPzC-T+c3xfpF2q5ftsYI1gnCUl!O<=NaV~Rs~AnN6`P9HKTlX(u*KG&2KV=!
z!q5G?PXwTD{NMip`JntDa4i67>(2v9`78eC`40{deenUI4*!ooZUGR0AL5Ad3h+bl
z7CLM=0o;(ECkw!qHvBwX=sf(;G+s^t01r1mfSV685pn!N3W%W263!m>e_j8jJc!~T
zv-__dTE0J)jsF1^c>fU<M4+e;`Y2nHZ$JM2AQC3qR#L9a_$fk_G71?DMil7y^l`y6
zY|5<m(a*HGMVH_wB1H|aFY_H&qP=Q+Y6zN~&hX@i!I32nLbdPTh{=z*o-~%Kxrheb
zT4~tjoGd>Icy&2RWjfb|Ul-~;i^3vmT%4ZXqq4KjqBz)QS}sCybZNIcHsC<^vi<Hk
z4L=Z>5dm4&ody8U<8J_RINk1u47@|zV@Dc_&o6Y>75TJ0!?!B}-7aV%20enl_5QX`
zVh7D6kj%vD&13{IA+8BgLhBu}@&&u){<=GgAQk|-UF$LvyvVcVGX7)R9+m~A+?v5b
z`NNmq%ExEkK7(I19-LtG<b{>|4O0BEp!^Fd^yCb*HDv#-xAb%H{f2*Nm;3|#|NUs>
z0s?;z$NvZsKTH}HLVb>3h6X!BhY&RF_xT4k^crfyFhhqLKEz0W!3AWX{sUORXkob!
zC;BHy{45CtmOmik2j$Q3-vGo<gNI24g$C#W0|LnTe}su2?SR6~kK;eW2HzjO^&bX5
z-#<D#KL<Z_N_=v^1Q|B?B_M-8N*RR;I{4R5>9-1`P|z=>-^neP2vID>ThCgZ&3?Sb
z%6ORu<Y_2BOO?o4sUpaYeVN)K5;^Lxq74p@*9xE_q{D7+Ibt@>y+ThlJ+A2AL99;)
z)@ZQ<WM8fFkE)Bm_+AU1A^dV7P<qduIYo;gUxGeGBaDmIo!G^qX69|!n8tKrU+8mO
zKg!1BPW*8iL0Kh!Y4-O)xS4)ld;PPy)oZPBFDcpGvc_@W-K!#Uu{dsc5ArowA7^><
z@tL-`lbI91slB7UE9eyao;&F)KkUsEL~EJcHel+-C$i+&fUsvp@6!+hvUR5wSt9A5
zz!S2B&Hbwhz_wfd8H=@*G?ZmE{uPTQT^#=vjiG}PGX8%X1hkv}ok4K^F=z5{{W1su
z2!e_b7a1D<?H>q&`9OXy0Q3wQw2=LzU&lYv!}5P|fFd;P1rhv^k23N>ZpZMzwy>Zj
zKrmE>AT&Q8KmeiwKIkG1ofozj!V7u%1P^4aaSI5*(ENu%Kq+`(cSZiH5z3zviufP^
zFXWa36#01}Tj@|4U}=zAf&4#A6?zung>ZnR@$&Mb^9n%cUJzu(39SVL*?H%M?6~j<
z{Fq^Re#}UJwBxTjf2I9-hRE^fA9S_x$J7F8IVAh{LIOG!|2d;TbAR?f%+2|03W5US
zUl;#8KS|r$*jPjESwe178bbPw!_(Owva`-<{Kr)F$Hv)zuvSj~KONYF4(wn6X4p4j
zBo{!_J$=cBhUjp%!8&5``(eTI4{-dh2tQDIoo77RC!Qlx@pEc5v^$7+=F=fre)KrR
z#~>emu47r4nRQO6`fGANsV6|jV{+vNO?({AYpt0o*Bd=cZJ@kIS!76pJYo(<oX%3w
z;5F*`_iu`hNSTY7go4jVx*||nFz(`xGNyEs$kO<{q8p7MP4q0WdaMvZny0R@Uc^bO
zk)yvK^8A%*oS3GjeUl}L!$*=14j&|+_uT16`|}#lB}?;|4v|(oY!v_1*kBu)|7>hJ
zs`@%g8b3W#sD=HFU-~aL2HP3^pIxB;?3eyIYJN;Nf2RCR{O3sfVG)0m51WFZe$fv<
z^=~O)G|(vwvIK`s8o$m^4-y)O9=|3v=$W4%VmCk1A(jvItU!<yD2JaV{_~^(RozdO
z|NCJG;{9V3;wN0+R^FbTF<#%^-kJvnqxT>q1A`D6$>iXv;NZZ_XmNkjv(UEwX-3dR
z-tSEom<y|F?qvOUdohxb`|^ftyu921HV_bka}fK5+_vZBF@~<?Z9O31!o$mt&LII^
zKZ0R7ki7zPS9xoDTf1M^KUSAu7zcEYAL|<lXIn?e!vzpe9I~gN1Ho8G6uQS?4F>SR
z2GoyRju5R_L;4Gb62HxtUJ`O!!THyd2!a3`2o-<{`Va!NWzaIv=9=<yGo!<b{*NjK
zf_Qi#>)XG!Aqra1{0U@E;f%B&k1T>-_%VP)UJQkB28rXL2Fa(>0wfzc5F-)c8>La<
z5ed;)!ULb~Mb!r~QuW~?gjuGQRZ%fvu(DS)q3^6VlA9Z+Y6Cz^uhU=Pf^U~x+Lrh-
z1)G|hnzxNlKE0lnAh}l{6&oQnP(vU6!RdSacWgE_8oIbPpN=7)Z$?LU_dbl?qw^O#
zO10*rJ@v?zuydX)Bh@SlI39U%gWCGx4w>KRQ)I)pv_T06+%Lb3q}SWom);Ul-Fw`@
zc2uOIlDTxnB>Bnkvx;$3JFg^vXaZUVt!GCkDFzMWYwQjmcFC|M^s7XaBwg>jKIcsC
zw8__G6MQwwL#j`tDkqctQ6AM7;7iVrV+)h-iieMppHnQ<;_pfgZ&I#H2Ai8a$}`R9
zk(Yj!vmwe&gbhCz5G&GeqZLsHPf?efKX&E|CZ3CbIg@!!R4)Fy0pE3+#Y$4Z4vsAL
zbN<yq#JUAHY3AxTiC1=rO@wUivHjcYclyJVMsvT6i|%Dw2|;e&rX%-`ub*{hKMRmp
zT#gGLx7;LnB43YUzn?0*c|l+hLG{JK=jF>6EvU4px$|b2!ljaOZmf|VleRgPZ^@VX
zv7QzQXT&h#NO6dj%2bc7*@^9ih9@O(3h1W@N4?ySd$s?e_W}MKh8)Hv)+Hi&s7L>o
zq%R35ggNG%**3>03j_3Xx(qCE76{_Z)F~Y)7n}8)PGE}ggKvHQ9ZUph>8^f<QdV*z
z<A@}?(XL-~&&Af+`E^`f4y2OqB$6&40z!E&MJ`!SS0#nf)#xs)M19f?BdokF)%XkZ
zXW_odt!!nlk$h5$StmKWe~TWVFr@lYH65N-{TR^~{RTV3tdPaI{n6U9a~CVz7m`^3
zQ`ff7rmJEJg`H(C(nn)An}o;Ij$M!UN&N3*g?@Yga6kB*%b$R{cPRnhO8AA+h<kN|
z?;hW^IDgLp*0o5dgL&(@N}iw_|3UBjfFzmzDLc%uE=7`?u1)*rv!Y<k$C$m$$4EqP
z;4@YpxS^`GKWcX)en%}9T)&p)3ToNl|Bet49ngN;lZN_KicS=dM!+?sU(%iYg2yL`
zB6yAe0_7so!%e^_W~V#FgJ;2?WQxogpTe)9?a<^qNj4%sF<M3_Tc_6w;R@EuOS|N~
z)WqxW8@BV!bpcu8k+qS-k%iJ8hn0Qs{Kp6cPm3vJ#R%gB0>2H5y9te>IU>&ZxalrX
z$HVn0cX+spn4l-L5R1iS+gb)-Q6n-v4jJuyuJV4gXCd>L=1xBozcU?3USw99ie`A7
zuCY(yWl*&%b_FY6^6L#7*XRc81snE}*3rj3k2{Q)*}D?gPy7=`SMvR1s0Y+mh>z5c
zOpi=4o`s%;aLBass~NG?McgL)D&4#qpCBpGnPb{b5l!9+6kL+_8`~+K#L51w<DRlW
zbqvS+S!5k&9Y=gra|~P&1@|gx*PBg0E<>T>jn-GW%az1U3Th<1HkrBvi~?%i(C{@k
zJM66&zUg*fOvCbC2H@8opqM)c1Tu0E#-6jg>u~2W#K@Dj9Gw~Ai1xIGi>|1eM=phl
zZk)`7&i6$x*yTK3+P?{PAXv?ku5>%`7MPP_kw`aA;)A1%f6ozYL=qppA8&-`W<~cv
zo%xIpjFYbPJ!UR2emYNXAN+*D7mjdEXncATX*tS&Md$77&Gv6ev)6)2p&55qOrOrC
ztQZZUd4V}9HmHb4lj6rMz%kSLqm8=e$Gv?IjR*r&Nuq7xQSQsVR)6eHZ@{2+M7{hX
zq6=R=L=0<USG6JnN1_p-V8AND-Y=;6ESQ3%U0WiWoXHk(tQ#=_H@@qDsSk~c$&Ppb
z`~=YbJutodpa5x@V2GpuTk_g3@~xf5A=0s)J3|xC1@1QTp_$5|s`skbG5uUb-I{i!
z&=>*%+{gt*JZ@NmWoLpFUsasHa!=y0?iz6pWry=IB}HY2Lcj`~L2p1vPj1wD*m`zg
zQ*&U*W6Z^n3MpH&)TJ)+iVXvGHw(Ji6pBu^z>6$N%OnnlV7+)7dKZcOF^S_Ax||XX
zOjn9t>URHc;-J2nbsA?`3*L5fT5*Xxc5KKO9@)Hho#*fdGPe&0u1?r?H0NFyG!)y$
zckV5sTNocTuglOjuDnbj!?e13Y!W}e0iLOL)akb1CB^d1ydQ}$dN&50rAuo2gLe)4
zh+NmS$$V^9c#&k+2URRjH^THVqeaGwk8ho~r$l%*eU3(b9ZIqc<kZTFH;P*fgA7P@
z*5pvar-+2@m3cmVqo$}(Uvnxm>E6!JTSPp0fa?5!b+H=xwVP3qPEYv#7qt~t&YZ%|
zX%b>g!ggWr4B_Wq@rh5t)i$uUm=SxO^p;5)r96IgmoCHXft!oBtMvjtm9iY}7n&5!
zqF%Z9k_w8i7@-bLgzpb>>{l{YnS?o=Bj2*y;rgi<Q4plfJp3>V=Cx~WdY$9B7)FG&
zs6`A?#Zk)^Y!n<(DbM}(rf0b|c&%c7w4w54XO~lO=`{G=_S#47CfnD?;Ke2$2mhVt
z+atPC+?6Fkw(YHSzyjw*T<;TPxYd0(mX_GE(vr9}?R~|Rk&qD<o;K1I#W@W=x!9e~
zJ6+WuhfD5!@Sg4-pRvwmsMMWL6OL_3*={<RT6xgYNnG(laHefA?qjTR-F$vY*6T_z
z>&z=X&A>(Lx&l^N%`XEnaSzLSnkMJ=-%=)YgQZu@#c|y{A<xg2V0XQ|9CMVVu5mV?
z-b8LA!+g|TbVt^v*E4wgBlBZ>p;j?=>Et&}drPQHfQ8fe*M^0KhVLT|U8G+ps|w0v
zRoHGH=-vNR%SwOO9(S3bXC^!IY+L6|L1;)91_2>D95or%n@oerdfawubali^m+>(b
zS3DOA%}hbvag}!r1%y2gs|9f;_QOVQ$~n4ZAYDP{N{l=7e6*z%f~)Q|YomGm)hxCr
zv6f$M2RBGdcDi~)!{c9QmFrZzR_gLPKYu-<F?|I#Qkq`X4=xp;R+x^6x6}<{VtfQH
zWSr{Zrw$TJynAv?q<~y%#imDzr@LLDvcYrtU^Aelgx)9aQ+E_={i|@&Z{*FFElb*8
zbg@Po;)3D3Gz9#w3p{s@b&c<6D7CukHNi#6t-Y4o&f!modr2D9mTL8oI^DtF4NIIi
z!VB(FiRYDC<@To1^uuMjl4`>aTwL(ZM=Z40QXi+vGv<;UA#b2$S@FE;BVUj8#9-M0
zhD;_cw0$C`uF6F=<H0yXDg@XqS8$pL*`$R{$7N`>s=*tY@1AcnJnheE3gRJ1uo^qx
z9+|PcuRa;e&WEaSgHJmSKr&wNIq(Xt1%FRGsp<ZJaRWy-r74eKts125K~v^meeO6G
z+b_zUwNoXujZG!iw~;@YfSR^MFo?akcG&Q>@QFluD8{!sfvEd;n%r1~%M&(O){pK%
z-b{yz7hmWKZ>I||g)g}~p(-B^pbV#@K@?~$l}yL6$0(RQMo$~Q$oP;01jHY;w^EVh
zhkE2zCnP2C6NI$jPB6)90-Qo>kdpc?$5Ss7bi@S_w<wzP+$svgqs+fn6rPmLh<r(<
z@e<_m6l_e*+<W(qL0czQAtgBcRnv)z=Z=1o!=5Oo_GiKZMZ<#P#8h8R^&L3IFChwo
z=F1p>-gV9@GtAOHospo`1XRXCL++6}AwGke4cuPZp}W|@Te!+~?hXA`Y-Bl%3hqR+
z4-)*<<}`HW=bfu-?FIvP`iSiq3#1bG50NMW=mTU}`|Qy@`d9%@L15GgE_vH~k?Y(P
zMa$<e{p0ShgS1df5GDxZ4FQx-!9+>YqQOS@0&+iex*JpmO81!pbo+`p%hm4HC#dC|
zqFo?{dF7SVl-W_gevdwxVn%1|b}>PiQC%GBKX$As`ap|-6N|tza8Tk#ohxmUV2jjo
zWkF@5I+$(UrFlxvbtjN&U5X%F+Ki66Geb<8rC>Z^8^9JwC%H@aK{ZcSJ_FzsN)V2y
zh1`gsKraVq#o40UhF1vYCQDL|<Lh{6(D$}*vwazkk!i&xSb~C1u3xCkKf9%S;H>YP
z{snt7JX3r^eL8{!cRSql-GzMd5^;UhX{5vE#l|`__rMeigc+oJ93fip_5=mY3A~bc
z{r8e4xkc=P!zsk&tPn*q#_G%b;YDa^om3x0V<RAF*%R&hVSND1=Q&5>u{B+A@xRhP
z4hqkat=?=UhlabXxsZ@e2^v2Zc#y9To**b5zc1(@`~mRro?2U02JwAL9^%(`?yvI(
zPB_86nuk-YzenXL%s-|kOgWFQV%&`Io@(0S!Z<kg%56<zfuD#^G??6Wxu@B6O>sdl
zj@;#aEZ4$jZ!G*m@k-B~2AsgWyAOwTGgIxI7rYVq_S$2y8n~j!X&bnR`AQqK9^T6>
zH194ew(8!4Pu|LDDHM~Z#z2FYmJ&a@mw*-y5JP6}AK~6C_*@|9hfp&#yI4!(`Ki@q
z{2G2biEpKc4<5@UPcy+=d@Ms;)}>SGQwWM4pfZpfNrSZjI`XAAGw<A4>T}0f4^3bJ
zs07s@Oz6wgkdNrgBMz(KxG|FJnfs3AZ<6}pV>?KP%gYbyTq`O!rp|BnrovGX$|K7&
zy9-L#%$HTwB4wO@?>$}%P?qNtm!krZtMdXZG@BM?jy1jBAc@Tph~QEzx5wwe;b?^q
zJ|K|G`5H_%<HNC@X0QMBdYzCdI{g}dg;z<l2GBsAv1RNREOs%9*mhEnTl{2A4EI{z
zX~j)*Uv2Dg;L~#W_p7Jhi0b;r+&Sl-=FU`BRa{*^ekv6Arh;{)b4{hA+3qc0!-5z$
z|MV#Pki2ojTlf)fC09qV#=e2~C$n1>iE{X?Mn1ijHZHxa?WyQb)qFE|!f=(en>)>p
zZoa-+f%97qnIIBYVol&xnwnsG(-2*Nz)Xkq%CVnu);goC&t{fs$6BAr+Jpg^w9D2%
zX%JHp<(0@5N2BJEHAN`tkz^o?mWuY=`ry7ZKdGoQfQrf`Gc0VWpob#{quxx!jzZEK
z5H}x|zp{qXbM-!~UcUeB!Nkmd1NUXvwlRs=gFEGJRdq<gO=C}=)!3)RZ=YV__I%Vn
zyRw_Lp1R@T>Dx8ZSgCk(QlE-NdTm<O1g2^}^f1*PjdP(Atq}a~?xoTap_4Sr)3w%?
zH*hO@eMeMRz?=FzBb!6%ncK|)PKu?y&~$*S%J4psaN>y+%Xh}(J5d*mJB(eO%2)Ta
zu?sFmvbKqXu5wM;*>bW~!)eM)rHd?Yyp^wZ9s0^CT3GqgPTWe0gHG&SOERx0BE_@i
zLr&ay^JvRP@7mJt;(r@$I=>mCU$!-VLwuo6EOuJOj$a98R({l2nLqgWs|v-tiQepO
zOTo-7OF^v17PmVtJ?(m!-}ZDtPC%ZQ+np&Oz*P4%$BT_PzE1_E&4p71Y^8RKDw8(j
z?%OfmD&9TI=QaCgp1N)Qw;P96zKy2d`|R9}?*1ng{c|xLDmOJxQdUZWA9~?X8f*AY
zHSg_s>-KNn9=;hrHm5%}mQsSu#u~mpOpkS$q5snloS6KGEx1LSeA8l(KL%!v3@pCS
zLGdj=3UxphOhLLKJvhZ^{C2pD;$$rZ44kz<#GgToG}-3OnTPX5^NunBYVPnq?tiS?
zmf#}xDeGN<cr}kOZZ{E|vtG<XN;OK+cd}&^m1rW(z@kIFuG^E~hbd;8*v@((WBcCI
zZe44HId{J$(b<*fYet<7*N|eS<YX6-HA`8V&h@!bQra5|I8AO%PzFTac5k`kZakHB
zH{<(=;C<Jjcx5$cWeqLj>481SN^DaD>|<9PgvPr};@l@pEAmwj^VP`ROb-S&gO?Sr
z%-=E@7w&}^k^uo*=jvwNf`B?yDtUTh4|j|lv*0K3k{=Uz5J=?(!1@~o91jtiLbTqc
zL^TTGTgqp;A~*&<<bIrmWR;_mMEDAc_?xWZ5HLAid(PtBT{rY1cZ##plM<}G=kB?6
zH<B6dxmeoCy2)o>gC4pi>nSPvr4dErQD7sjY2w`GI!tt=3?5dX^}62Y`V9DfH>2&g
z;AY|=-7^E{n&GZ;v2JTXn9WzoCMM}3UCyelP1IvUeoSl7<|$u#2aBT)0T7-=jMwmf
znS0@^l|@Q`9Z_qR@|)+uHWp8&QmJT>#zuQy5Xyc`YGI=2R!y7CO*l>ACmL*I_;#9t
z!l+HD6w^_3V2ZOh-{L%hk~SxHA$lMs8K(a3<vGPta2$;YS)&||_+uHzj{I7t&jV;3
zzD9A!ISn2g@?U9BC_@W#F6@xz&{1a`W=@%6*8O)cK#GQq8gVRk6*bJePBRXyJG1!>
zx^KJK6@6O$()L6IFE8_|J}r#rpX}soXO-}^`=Klo0mFyx2ou>sv<WX)>PpxGjET_I
zgQFC_etNa|HgVvE!3L|A-qgoxl+tj8Q*;631pkF9Tb%BLCw(8=Hw6gB7ecV>gn8a)
zMl7LE*B?426FWSFS9L0p*cJ0VW->&6X8H`+juYOqD`j+e#NbD2ukfUz<g`kTU%7#8
zL6y@W72p{DN!*)a!ea?=h_$>+?=8@F<>l?(=>AScVZ|(VOhl*INI==`ZnS_aR}Y7i
zqLyDsfKdn|F893)9v4D`AgZc^5aSTCru0wb%Se9hR_<E{NlTmylTn{@`=<316YBs)
z<EV{^b-9w_*Xn(7o&K9K{>|@AMYn{76$;cY(TgLr-%Sf62g_5Jj1d)(#BvuoQO36%
z4%w)mFg*bbGUSmx$q<fxnc$dkKgVL>ee}aVgD!)?W*Z4c(uD%x!;m$>QNYr9S$|xA
z*4uZD6GmM%Wrh?UBA)N8*LmF{SG)$v4%F?d4=b+l-8F>m&p)j0k~jyeVuULBZgNgA
z3+Bxe)bIjuHPcBAv<u*ud67PuWYhTOoXuV88TvkNsH2+76Fm;UH}%1ax$aZ9jA{{9
zgem5ib(v}cTQ_x=*LYZ8<X1x)8SB{X4Y*xLBAuw&{alxn9(}r)P<piJW6UNH<l{g5
zTGNX$DVq*2lJAl5rQj2mgT7f0Z=x*7%rcd%qY96}0l#-_S5)Yp-fsX*GnL>?>b3f=
zO|_H2gsaMEM%y8G?0D=e$QV*W0aqL2#;5gevJ5l#N!SCB6qC6A(F3rxYv=wN4|;mP
z28|V9T&le^2TgjP<aEuw1^ty?z9_P*!k`jAbEN}{Y?*6{`9soBoYL6PP961RUwC4o
zXG+6&RAU0xqdR4;DQ~`EzT-XaBM_{2&#^}POw{gDWUpYWt-M!u-|cB+Qqt4_%hE$Z
znIMC9c0{JgCcAL)KohL<VOM&y0$QA!ggfbpo5t)s#d>J!!2m3DF=54{{NgvUaWzjr
zhetCVB*hVvIq`Oy6mQ+vN%9%BA2u7L!AJ0#lg(a4j4v#+;7mYcXQ3n|xSgM85}7<3
zuYa3n-+G01^Zrify@SBxy6Xy4GMh54IKELHRlX(XW|1Ayd5QV7PaKcGwDd@YO;<<Y
z#H2dX=R~xrWJ%%Swqd@)ezSqKNvKZ{f8OfVw#0hX3ShIU%myJP6CEz>sq0`e#QNc6
z!dooAF|+u<*Psel!(6_0$BJGf@#&SF>`oRsFmwp=nhUklXGWYxynBjwh5Ax3xL8cY
z8*0*YYig&n-p(=E+%vS?qXGpND<~KwuLOz~6HT+1l|=GOj%&1gfBV#`7<l{w7x^8W
z8z#ncrh|zMjnydOtMl32_(iv~XWphC;{$}<R_2J8ylvdgdgI_XCJnv`UT+LTz5~48
zRAxyXP@jLf5j<L+Ifu_=ZE?u@2`w3~i^u*wsjzcw=hCj+^CX8MR7QTWGCuv7)IgK$
zZ>Z-N;_poR_(D}=>rqn0v~%BADym1x%!wGtzZxBv^aU8|%OKsSaSCj!t52?Xv>sT|
zyQ@MFV2t=|Qp?`JX_d8n+A!_B;q8cFvcT!qNOz(2=~SWT>6QOz#_`hut|l%L6&sVz
zeG}#JybeTcvnCPe&err;S(I;|)Uu?gfJ%eG>gb%x&&tiC1WoBnGc>B^n0TaLI7V3z
zXy+ly`hWNIrEe<9Xhu4-KYZDK)d45N>DEPPuRZpZdM@Rz9%i(bO=kR5;kwQhsp88w
zsv7=<V`ydQsEE$pCp`MER9UJ?RtqNL9FW5aBJqaR`56V@3Y_mR5DI1Mn+SJ0gSczT
zvOs>ptpdl350&DFT751TGw_yPUK`^rtvzv6x!x11pUq}aN>gjT`s6ny;xg)(F1pdb
z7qlcimVSPw%W22a2PZRwb2uE5Z{T8B>y~=pwx-ncD7F*TIb>^E*!B*YoNVGV#MYo^
z33s30p!UuS#C=hYAW>;~PYFOtz+{=zQHl4aYRaMYeHXfL-2~XI{c08|N{e<<5*n%f
z&XzU#9a5SDgTf$MntW`o$piyN?z$D{tP-wzgd)GBOW~RL#*m3G&a9<#2RTW>E&N10
zTIZ2gOERk|vobczmqCtX!$GEm!GVw9_=9#JQ8ZHf@Uano*+m@?SAg0fY!%2}WJua;
zYnwJH_W=%=6K})k5C*hd+XUtlv4K9H=YG}cDR9Cn&TMskTRU^N&Rs{Dw|+?}>vGD_
zg@@61g?ZG&kHhrL--4X;q-)nBXn%8#8qWldREVovz>K=<S{W=k<MI)O0=q3X3OzXV
z%bh3BNNM}Ac914f^+Mf9Q|yzKm?+`z)>0#n<isSpSXNDU9<F?{p53Y9vu%BTQg~2s
zpqX7Z=$_H+D`1S18*VPv$A#S>)juKRsIM<KMAR%W=v?<aP^RX-AntGrA%RM@jK}hE
zj!FIgIifXnf<wAuxNT<Mkgg6BIiU$WgBys!&2n95;eDn#-WkJ`7w(xP(KRQob~eLN
z)@{%Ij@K_X(3?MK#Nv5}sMLH!M|<D-g2(;rIh>xf@;=v#@EwWyrYNUC-73jAT$Jml
z6kcfDL7O2<{8Y^wd!H%EE0)GKUZM2$?pDS(optEk=V-dU7TRr4*RTJ+4~plDEp<%_
zc$cmR6mVOKcM+Qbr#m=l2MVC{wK#qtj8{}@%|SvrAQ&<?O$)T?WWc|#Eqag9jBo1>
zi3~wg1Q(VnS_46p1o1N;_QH<FiS3W$IPolPqh?igDgs7IT(eFUC^)Iyy=J3ko=HwE
zf@vA-DrsM43SURBcYoJDbhuTxkSfyFV2(J_5Wc613JQ{Yc+X2BkNEJz8?rp&GBD)5
z6No)qU5tefq@RvWTK8aHI#LgZol27tgvq~ACs@{a-rYD|BAe&PGNw6%<oe=snX8K1
z@S}3q19ryN&+Ze`jRx|2dwPlrcT^pB#4QX~xfD=5lr3Yba8kT@^bj6~mfGY=hi1gG
zKUkr#(pD@f?mAUv+F;-HBF4-Ra%&IC=nD)6Wz4$>J^5yeZ=2QhErT+<HZ9KAY`ybK
zR^!@f+J)O^0g+PQ<J<2XliPT=7iPxu#@_tz@Y{}?cU_FWmz{2;rxsB!HsZr^60T=z
zdf$C9hA`|u6XJ7D3#`1OFWdMArK4rU&S9BfQUVyoHcoM1u#UXAG|tq1L(r)$&P81b
zw=r(1s(B#)CVYGF^+<iJ7W)II7z1SR343+wt5gSojzdR81pX^mmyB{SOTDdBo|CuB
zpy=LSz+$iI!rPUV5H`1xjY-OLq3hFUA4Vuq2sYu-!MU8<5)Yz~Gh+LQH&w0aHqEUh
z&-Usbh!Zp+Iu-_w$VbK+!27)*yj%U?Dk&+KKA(Raz1hyqgLLiL;PI+pU)rE2iTxuK
zzr5hY%C)Fk*IH&to{GAvD(vWWPhMOu5H1%_0%!>M*2>EJ@}>rhC9RfXPTo}M8<^AW
zvl*xr*fun{Y}~*p5~!R<p*1%cd6e1pvMbM&v~Bm^rtk8Goxr<irgYQfL}bJn&X3CF
zcJ`5<)V55xR=U-0J(<4xSYPER(9W##WJ(D`o2@{Gk4JHqF`<%7y*)ODGp2mejZvPD
zV#3@Q<3$PcTjc0Mgl~GBRZK({_8mBTZ0>yTJHTN(Dveli*w1=$1tKgpN3oxM7T*7U
zk=*xCX|z05C63*|KF-{|!pmHww6dgQ+^#aIMlfw05x2%_R>)1s_G5<!(Zb<W?#FMR
zM+`jzRy%vC8QF!sC$}4`brv5T4b?slcOt8Izlv+tZRxu>q|U59d8TRT@`SE!d4Dcg
zA;fK`XKCf2dau=XpoZtnL{-O$>_l>Hk;7$lrYf1?4uH^9X>A@igdSiKinNR%#bk{3
z9PF-%Uxd+JJU{Tj!8$c=%84z4v<b1;)-w48C}Y=-yGJ>eo7qg;tZ8EX0e!mUhHF_}
z1X>~uGD$lxy;!K?_~?@*a|JNj`;=PEodF^>*8J7mwQ}9I9otHluh%r?1(lCNG%=Qz
zTSWaqkD@)Y9@(6GeLHMN{&v~EHj>tY(z+zjromCHKh2-*wdd;o_^2qFF217K9Ki5M
zo^XmiNc}T2IPqjscNIThlcw<nHcbO{+PypSRy$LJ+l2@$MHwZ}>%7L2w5#!U3TNgs
zYgH5#oie9KVrFD&Pa5hNS~X4?TNMwBYeMnhxn|3Ttl}(Wf!MN27+(C}UJ5#2Y<_Au
z3-a;fu-qz-b$Yb$ebm<ECZy%;I`5SV$6}*DIaSfZlbr~{024E?+RNw-vFy%)wa7O5
zC-VN8GdFYhD%K-g!?PFQXo&4>sGp0yzF<09IDr?D6wfQ5wGbFhu}qwP=05fiH<##$
zS76t$wCE7O3_c8{2V1{2ijtz>v0OaWhC>`x>-Fk*{=VbqZi`Xgd~E~s;1#N_O3YER
z5mLlJYc11K>b&gY?A)dNTS*SmW1Gl#nk>XJ9Yf?M<C^ihdQ4wtIdy30A~Xalzgcdw
z5*!i=tNRSOR9l5<J^7Alm-b;whG*#Xl$U<v%pzENpjoRgKlJ29kXJ){Tw$i!3w2u~
zbI!|9Z}O!yVp6Lx2cM@AJ__M96mhQ7QTr_<K}hx(0<x$Abbv~1zx5qPE)?+r9%R=%
zS|;0Irr_?df!GHerMY3}@6xVZzm2_LY-qhf8))tKdTxPbcZCOBd*SzXHjlIRGW;`m
zL$0STq~Z>batO%n{+pHuTe(BYwp-iDwF?Xz#w%=ZwFQbuta6dn=<-wa!x|1b*4mVB
zfji!`E~~>YB`Wc~sT{fVlj&$bSdTNAhb;4?hh9i%_1lFjg{;|S1lPH-xYTqRHw6Ov
z;1lr;`w&#Zt=8(vIzqnoBIBwd58G&sV@8q-rHl1suQsX#78AwrblF+H1`qT(0WD}n
zbnj1aMV2Ly(bL=vxF6;d(1;`~k77MI@+DX%eI(OZU%sj=aAI4h?qY(;J<PMXSY}0s
znqZtyA?hgV?;V@K0zcNZ76#du2;zEHn&E@NsC4!0i}>J8VwDk=iJoc3;Yf%Z7q-Ve
zcGmYYN79kB-2rq{*{u`b-`B+-h*6U#t#J^Yno>N)VL*PS;C=LNe$P~G`ulKBkw3=s
zD&P(1A@wReqg2Us+?VhW#xNIbzRkU<$m-VUP$a<|-xaFh=U+a!?X^_E+t#V3Sz~~A
z)3f8RXW;`4IdR|6%u*7@f;)&i&?lox5(u2M#G`0JTbL$`qA{oQGADxgMe%qpw<u*r
zc5Ms5D><z(pPqgV9C&HuFxTZ7q+qP0;8)Mi3!*Dxu^3o-Wh+`Sr`OiMhkdKfwy8in
ztDrr9QKQ7VdliWIw2We=qHN4Sw)}JQxblr*_s0i}uV<7y`L&YW{iVCw;bdNEO^jdK
z;4OYP=^6&<I<>qzctnoZ);V4F)njr0-XpQhbAr)kE<rnur2`xn`LDRA(_b^()-bw#
zP{?ifN_YBWYXw~@$auwWCv^H}Z1)o04*F_j&kpxjhSGPUwGTv!O!mEWe5zSWn6bn+
zM_{0-o@h^I5J+Urm*-c_m)jev+weu@s=;P*zHn_*`LwO7+{UnuM<`>5#p|ut$?J~X
z!pPGdN_>&(kjB|ZGau)vzEFY0_LkzZY3IuWfVTI94q3dq2Q~RTHPe7~T3$OEg?hN3
zAM3-@e!<umq<3h<meJOmY?08_N_p#8ke?_LWdH0%7}@Lcyi4YF`<sP<Ks1t^?^+Lr
zi7nFl!adyKUF#NBX+F`*Y~_hlc##_uoqy)5P-wZZHeAhT^jej0xke&B7Sg)zsWiEq
zU-vOBe{zZ;>6_JhEabm~V!DdftlBp1v?Dc2HzMi{IM{6p*7_)dRb`9!pa#k8?3GS2
z@&Q0VCR2yrOah3hA09kZQeY|lY7$i0kWtGyVM)_ZKBV*AcH&Ac?D)x0g30oig0zZh
zlY5O>BFJo$z8<0qMAj0Ytxb*_TAgXgj@wauRl)qbBlj5@FZp#*=Z6v+tpiYnPCnuy
zF!fj%uhipBYoL1y7^`x+ppMznX(gWy1?}SdlHDE;6f`>!@x-*;bmYIrYj&Lt9z827
z^IcC(6vF$4aYZ>x>#Rs2bZtR%F!3Revei%L$yKNB?UthDXcm0Gcv}WnPB>3E6QY%V
z5^k@i__infog{ii%Gs!LX|hq{qHS&baX*!oy<3!Kva7`enjG%2Qj)HZI+<elR|46m
zU*W60LMFCIMb8c=jlLdcH~59#2;mV{GAIi%5qDU;uY4-7Id)?ZGi;t8B2);k>8(Lu
z8iZT95<pUKBfpze@PhLodS&NIWsmz>bxrIUaH6>4_~@<67t!Wx`pEkD!nM8T{2LpR
zE)Vez0nEdILeT=9;fxKYmBv8THthf-wPS>P$fQiNDRhaK_0K~>r&7o^A6QnvC6W<2
zGuU%ItEr7;aHK)zX|)_H-CD`L?E-HcgN4)^K(TC7A=;c*JIWZ!{%vG@dh3*iNX$`{
zDw(MuTT(Neuh_DuBq1z;a2h0sUp@gK%i?@vg46moaRy@wNw0d{4iX%A1YHCI{^Rdd
zQLK{nEM8}gVNUvA+1V9R7JUl_*e^<e6bdP`L0Vg<g?0Q*>B)H7Gjv}G_*IcM%xLGL
zRwFp1$;e_=b3NqWl#Df?xk(Oi$mcGrN`0Xw-Sp268bMM~uqVP49NlMpD9Ck{(?6vW
zn<M(+;|GrWE|tT9A%d99+tKCWpK_GAhVJT^n&0o{R<(m?FRD@gcrrYBhUd2vzFql6
z$Aj8!0`I1Gp%;KzY-T}I8vQ27l(A(ffDyx&>TFf*P+BgrygF2oKg9;n@`!xUvBs0{
z<=|FQku@)?;iLJNH8&o+WH>D#yhhoNKEl%xIUGBlRVK^cCWOac5`mE4``oQzRIijn
zSm8><1SXwOaGAZYPk5L9Dm)PK2K`)ZezyHiPoNX%IN=TY+ykT40-`Dd5ZQ;@O39UQ
zR!MUq?V^b{NU!tX#cuCvF|!w0X`86x?-OYkZ)PDSJAaN$v3h01j&jnEwfzj|17qpp
zb)%Zfz{>*0FJ9#31SVg&iM6D=9oZ5It2OfSd0G*;pJDS9oA2l{Je8>4c87CD$^vE;
zQkatB4uA2>eBhZHNl=Dt_~NA{#~P0xDbi6EsutuW_ZBz~o55~3opU64=oGKeDLVHV
z_4(Q)zQ?>e?d@As`0!+f;*E^xMe$ATV0=>LJEeW*(v@a}DO9^GoA-!x!GTr|QZ)(0
zJkin(xB7^t=iOEG-z{b@OL^)2Gz-Yx+xJD`4sWKhy}R>KBZ){NB}c4UMu7Xs&nT*9
zt*i$`IkB`5n>waLKgRI->c1fopzM_XNIE3{@ouX`!5R+}I0l(y&17yc2e3V$HoD$B
zq|DA|TC1%>DNR^jK5(#B4z8yqQZmP|uB!;fThmP3pcwQ?#kilwTpMa1%egWVNx<^n
zzZ*DSZ8Si_4n)#RaQc8cQ@rg&Pn3!#i){|N9}6r?1g{?3mvvIP2P#YR22M#2C!5H;
z$2_04yz9x=Jwl974sz4aN>|<`oKuo}cV0snp=Tv@(0`4$=CCFNr?|$s#)*+ODyNL}
z*<la)Nu+&=Ppkqjt^_;igg2h1tFa@ALH7l6`bm6JZ^Q6}jgQb-9^G6-x8vSD++{Bs
za+N}=r<mHa{2zft56#f~t5jX!eC&8x3Di96WXa#|GR`NWojKxZH6opTIF`*cnTlb>
zoOwgdVBdq>AZgGZIH4bi%Z5QvR+A7}`C2k_j43dJe*Tf+R?<rD0cGuma}LOcR$_79
z&ApK5J_B6v#Mb^(N*U6}!|pcx664h<O%{L~WYTA8fyio4@A@Xq%5|;DHhc_qYh%7x
zW3SGtE3CH_T_9%x5r@nW4S$*ddZ;tM-rGVh-*S4choz_2p8ug5emy?3;?paBL=0kV
z%bk3F;-#^!t*y`^vlVfR)e-61H@6cwI3_}uXnTj<_pbfYd=H8^)NTCn=pH9H(0E_4
zXWXm)KH!}H>_Vz-T(X8CII>g`7-9HAo`P}5TN0c!<Wb6m{=!p!Q*S$zfU#q>%!gE9
zx)iyLOqP5b69Y3AxdRZa(?#Tm-|{s;)8*W>0`l!Wl_D8-9db)n|C@`~I^N`-tWU89
zL73KvY-z$bf_=LBp_p9eic`An64hl`%)wjrdz2as4`oUm)L$S@q@)A<L>{myYTG~L
zCls?pO;fNDD!A|a<cSNBR<-7oW3iy!Nv|>GD$yegN^x_pLSK|R(F<O=)3(O~@Ti9U
zm2g%(CJqIsUEFV4MDazXZPumaYQ{}4>R7#+M>mcRS~};k*n{H(`fI1JQ(t&AE{NvY
zJp8DxpKp|2Z&3WvxKjCzYJd8A`fAo@>!<opCnV~^@Nv~hn1XUzNE^@6-3ZV$WHS<q
z1Ja+G<gv@3KW1K=PG&NYR6h15uXd}WS9D|Y!lR@L==rQjYFta&Z|td!i9uqbkB&}w
z@Il%vRk!46RCGdZNZ?9n;Yw}8nV)wb>o8<#5l4UO5`bbGaLjzlc6HhzMkh)mw=aDC
zfjsidtvkzG&ru=o2^aiZ1&S{EnR;^aCn@JZYmb9n@kNGpSrvm0%pD^k(hAJ_rJMz`
zFIYWr@+9l-MPO$`EgPM8Wd+vXe1_$|(D-R{go#zoAKz*d-oBz=*=mV-#ddo+m%O`_
z8&d>Ue{=8xo)GTnS%{=g@uL}4y4zgHTj@(7w}G53*xs!zPu9}<e#&T2n{lZdo)P*c
zp4WP#jqRexbwL##sWHO4?8f;G9$DbLil~Zo2;x<VF?&}FbD-LQ3<dPq-wG2)WZug{
z>KKdS(&VyYsY_iaZg%>F$27V-($D&K;^=D&9=$Q-H?&5#M|)rGwgr!MC+J%%u!0re
z`)A$?dcHKT3djn`buRIFVV&}%eB<t<QYz6P-{(p;^fIr~DT{goHl1j7+oQyU=@Mcm
zZf9B79k6QJG`_34dS_>g5j(+v`8l|mji{O;B0ZY`1aD)3tUZL<Z~i%=k3yu@Vejce
zj}bdx?@imP-nH0<`g4{rF;M*k=CZ(Ap$)Gw=R`xCdc1@Fy=WJO(0WwLL~!O4rt-Fj
zzWUY4`pNHf3{6>hT}2GJh5(OSvVg38jO29HpE)$ehc(@wCI}*`sxYSAo!QVguMmQF
zM+Z$<_%Y-<SuL)dxrn*vl@5m7?LTr+ZaBGg&Rq%Up4V}ry6CHpr0V>x{_Vcsp_Lci
zqxDs3kv*SpVWP+-kGXV>njAOp6LIhgT=3jJT0z{FpfLEv?M$}R&bE3XZ^BVABo;x=
z5ZhOQi9JG@#25EEk-^q<Y2)2}kLQAB%q<?E6!}8DVXZ@83a6AzsYfYZzgFH0MXK81
zurUK-P42XHcb~*hsY(0G^42SKo)+Gc>qK1?lSW6wr=)w<Ve=~WhN-O49^^Ey8$H9W
zly~l*vA%Zy7Ab5s=Q#TnwScGAIk$M2_+&fpf<NlPyXhX{lbAfxcB4Y)LI1Oh2#!^5
zPmFaLS7}#tEw2LM-XP~D@%DbM7sS<b0}l6IMH>*oYtEz!`Ww{CSIk=BN`C(usFo_7
zMN1R6{#iVO3DJMCg^a#A77#x7vY7lR@U6B^2Mbl~&OSm5T66<aZ*7_Lamw)&=jskv
zJvsiU1eGtNKg3^<8^4uf$q><_Q=Q!S-4?xJSf3Lmw!^&l07h2Uq{d$STq#Ig#z~R<
zNXNu2pV>?)D|gmMkQQLM%~hDCsQ2J*?1#Z?@z1s?$ntLLa~R1Py>-WW-fDBxpWigU
zY>B>Gg1RFCKHMo}{&qk6_ON06*%iGrDah}$vDo$HY_<-@6`PPrlnd)luvmq2%j1(*
zMW0l!cet(--FI%LaU4mE1VCTY$ygtI^;|EhWZ!&OJi0{D`NUb;;O(6D#4q)}=*Ksk
zhKeO3W==DsrwDtK$_Qw1?RT$)O{OKuyk0ZMU+&~ZDcoBedhd;+dd2i^98+1i&wh4a
zs>ktyhL(=qHbj!<mG~s%fFJdaV+S0+gph#dRZ6Etgys{zI=2;6eFYtw4AZoIv_eWD
z_V3YgUgTxpKb%>}Q9ryaewALCx|HI>NPmZM^8vlTm=9_|X3P7-r~9!oKpG3DdnoBL
znIek7OVX{eQB)7Sv38o_(V=LAsYvZFc8nz+?5@0m0!7TF+iyklvA3td`x=TA+o0sU
zZ@A&UqD~qG?{nWtQEWe?)Dmf?!S2wi&@fxH4V1UP<5(M=YhdK4@({jNoKSIh-Qc2$
zuaJ@b@p<_BZX_4X#kbe%Cg!&r#@Y1jVpnjyj|XF$7Qp|HvU3U+C5RU5J+^Jzwr$(C
zZQHhek8Rt!$F^<f<Rveas-Tju>7MEN-Q6>L@3qWlW$fz2O^SnDY{6rW2EG>WC|LoB
zGODjViBF9IkP2=aizdv(s)vXFJV2sm?k+k)fo!6<>=C{T8o?Rm-0{BgZjl;Q-eu3{
zV~Sxx$U!qo*gc=uAwW~O8;gK!U<7nNapq7$xoV)o$AcqW27`0DFSY)~rB1?N%oQ*`
z?mAOs)f|brC&idySe6#PP-G3+jWLEI2yRhVF=*oV^k-?1Fh`kz08}Toa>F`rDWgvG
z#C(xV(vld~_2RL)R{nJH91Oi)DXxO$Qb&~;15AH4OPUF_00_k(cdL+bvGjKiu<gzO
z2wXLrk)|lxqae`EZXk<fz?l1<0dx0w(U)cG+N*wM<EQ#6cj#Xz@%|nrKt9F|E+$cK
z?aQ;A_eO3$-YC3g{I{WLdU1st8mbw#7TQrc|Fmqm@nn0X@TMSz8LwF%*qxhRBuvf#
ziwcSr#x(+U5W~h^3bh#HgcB7kGQx$8+Alz(mIYlUijGS~iN35Y?Wwp6#*TX_qyV^k
z5rF7I+Bj_3WVU7vTQ+&++C)6*1~pc_uwdS}pqO>|=K%;J*dNAl6ulip1D1W$HEhs^
z>HJre0`r%(a^6q@rBX+siZw^Ul?ymZ1)wL803utfUfr2fgOr}Mb=tI<aP7j;BL#qy
z8?<5!yd5Yp6qwtzR<f0tI~TRfS51<k{K@n0dVjX{i|6_l5tSMA_g^8hvGgQmy!;K@
z4B%2J6|;l;b3k^B7!3|@^oIMv49yehcpCs?Eee^{M`n2f5dZ}9OV1F%1<*<iO;;=y
zfr})<$dG1!cnylcu?B$z6=+e?t*OD+vmqS2yosmhd7~9KylBXePM;^!{bittmwVzg
zo;%uG%V8q8AD*<2uC1)s(cWb?r`iAkrA~nyhR20Qex5h{paXs$QR__;CMDeZ^eU2-
z{et^uPFXrEXADCItc0~-7yzPO4tzkI|C&|BlU?M$M8S0eHqtFSG3n;b#GyPZ9OVo6
zqr?D*e*B~Z{f#KilyP1pe=l#T(S%})0GKEa{qB!2Gz8EU=F1uWV$Mta6wji+bP<gL
zYJHo@fH=f3W>n~iU8nAXdn>$kdZco4F`2?NaTMF_?`Va=biEpe@PsVnAB;?hx?HDD
zeq6nnkS&kl8aCnl4+X50q}-N*ryA{AM^X)tIt2Ue@bc7(?kC_y*S9rvV|%Kb@vGxE
zibyfJ`QJO}++%IezKH3_Q=FBeoJx1p;3l<N^;B4`Fe=%JRn*$880c8ZH0zwCo4QqB
z)Xy|={y3Z<ZKp}c(q`Cnaz8JDRCn)sv`^~J2GEA_jCOeMzE(wXuSNhV>(wbH*f#2{
zLEea{#X>ZpI)iN02iB07cx&|2f3F8dILcg_dbnCgIK<rP9LSaC87?m%G99N3Y$B>D
zj9up@^6}*zen3s59LF5f92aY>8g5(gS{+Y~JihSlnDl^i)^eC{c4vspq>Er`7_okE
zs6lyn)P5Lr?$8mek58tqPjLGr<S`w}sgx2XR1YM`)9Sn}L>}=eQt8pksa0xY#)=$t
zI#%!qoxrB_&Z*#7UW&A5uyD7AZ02V?Fk^yMi+TyWiH0y*;wi*HAkQRuX_S~@IGF+u
zknl`sPL3@zY9ALGVe#jkMz%RYI>AMZ3L_#@2@_^!Fbo7v2(vW`s@G+VO^MD=Q6r*~
z6F*-ro)Lk`w;DpmBSkS^s>@Dp80q;+sLeCgONYCZ`uRw%O$BQbnJU(mD=6a?oTDi9
zNUqIS64RmZujkR*Or6=U=G53HBatvkhz#?S)p)=6aB#uF+O)N-Y|5GL?@u&SrJ9Ux
zwc_^LT}>9D<WQaD@3<`Py(L8*Pv<^KGk@el2<d9DI39_2t{qOtoZ4Nv%E)wg`hMBl
zoV#qL<#slmXY#%_()yN2sq8houtj$qv*w>J@z4Lm6X`{<{FmDoIG;%Mh)4-iK!^^P
zs82ttcZqkZ2fvAo{9&5HHQ7y+P1M!wSY5HMc+oY_CDt>{Jn2~ZplWAzYji+XBgd_0
z{5ALlH@njy2bLrdM~SQndBqb98ATdh7maF*$~*qe=BL0w3CjfMID7(DQ0n$N4eEC7
z0Hg|?SuitazN_@n04iDp>b8#JO<;tSXT)qg=Iv{oFHnx`*Caw!{K`x{uxvO~#;qYu
zLVZja++;Yn-n!4u8}^1@(^o_vR<R%+fx1}NXDz9lo&aeoiPfT@*dMJ-?=q(dX{3|$
zxU?#>6Q%JA_zWDHs$1fz@K;@3x1>o3iu_UyGXoRUk9x#k5t1AbO2LO5+7sRU1YloY
zo}DZX=;%|@S*H~(3+=kY!mK;>b&n0~Bry>Jj@IMpZCFYd<+=68>!3VF3=`1|i7am*
z3r<Ge@3H&94hN*2lk*K`1@wL*imZgC3Go3Ess){X>sr&FeQ4tobo}ZBX7w`OnA0m_
zTGx=lI#JM!jscSIeNT(x;=tYpK}I<N>o3!OzMuRu{z_YwLrq5&=L*sx#I?hs(}a_5
zk@fxQN&MO-wn4o^K*juHphKK(t#91?DRT|$cZ~gUHbv@NDhldMpumv%q-PyZ8z=fQ
zX%kA0=m~#+lREV21o{{Kqjuxep;9c|ahg>)h(J*vGjbTAxY25R>fX?#J>%5P7!T=Q
zzA^#A_*9pr=emU9zRLL-6-Rap;;Am8(f4}DnIF`k;K|3oCK_%$E3Nbh(B@PW%4W0O
zxHV1xR?JID5Tvv^y8+Hi%1DkHZ?)&O6<&!?v%S`rt5+%eGPB|0W;#B%n{2RK%9V>z
zd)DRN$nlAs4R0qqkB6agw(HXEA_D(Lr3!IuZUHY@Id`QYWkXDBM9(#^w_37;C!?!_
zPo{BagHYSd?wK9TPx)7+WwTtm#-64;m#?h{k^^otdh`cHSDfpTE-DwY_R{N_p5inM
z_6la0dbkI@+C1}2i+9D(bq|C*HmcSB446m|_62+mggRm~d$dJxF)3k%Sgm@)r7D+Y
zQK~x9k_hA=O`Bw=D(m^eDoYd!5Dkn$&5So80$UcPa4n_}JXOmoXyd(%DC_pHVxt8L
z3W_^qks@MQNcu!0M@`6L@q~gH8Yx6AA7Z(DW9Jj_fcL*G&ok1ayl^ypgV8vdHMbZ~
zdtsgm8qfpmA@m(b%N)hcv(bZ8-%ai_VK4t|Xg9ZNdOF<4A2x2(J8Yg7v1oZZL7Xl|
zpz)8Rgu<`Bh<d#)l3w7HvSGj|F#qs6{h1lDsKLMI8UwCTEnkwMpV~c!{Kf1;HxNBl
z(*X5h*icuSd}ug#Um5Kceg&r8SX^A3o#E+M-oxI;)yq6bKgl&uKgd4Op`>xr#zWbH
zaMTYUI>xvvb|yHz(_|%ALn<I|pR7ok^Lb<_T8m~j1G4?uMEPx|Z1nfi&V*3aF%{2b
z%o|KUeU}rkEc|lu(2?3FwY~>ETec_G6qK_0qhlJxeoC$CNJ7(UB>}2rNhbY<QK|@i
zY{qUl4}h$cV`6Ai_4jK^yo49EQ+~%Fexdr#8Qj9d%g2KglnKXm*j0>)I@M8iqXfQD
z#UWheDQYw31FC1|#b%$n<>yFlHJZ+^$WD{RM(BggIJ$mz=;PWOLe80IBRUBGGNw)H
zR|z2(+2Qm<{ds#X(5U-|A`yh#8d(+}jnx966IP2mBo`NVy0Pye_)cO`igeBD+%VEh
zlcy_epeTw>J&`7hy=b_06c(}3>@GX}QR{LwcWS|1Em#cO1H2I?ZHwn4xh^Ixolm_1
z!XQp`ZKx>2UnV}sgQbJMRut9*TRHyO>@(igbA3^E_GYzVu!VmOESqLL>M{!Av1-E!
z{zi<z8Q>y;3$+veVhGfkFO+gxzq4gYF-?r)qo+37w}Hbv!&I%RP!`c-E*?2&I;^U2
zILwHB+2u$Q8;Dm!-5TbF@>)ev5=Rt&xm?+4t~Nfi#d`dHyU}>aSTC=zJ}3_70Cz{8
zuhn?$sio{u=-hVQ{>^kZJRpK$)2$DI+19H^)r=ne8Bl15cR=0(&1Eh35>V)$E<7#M
zV~d^{x?vu<3YIAb?fK6Yy&D|b;S=1;ELK8mg}zn5KdygVy@mSW2IA$6e%|KZ-_{nI
z=9<1b0!IC09y`H3aCy^>9odCNA(xid`?HCwl7;2vU|M3B3RIl2{5B+$&4m3ot*2B@
zpQ7E13fL6OVw=|ov{h})YB`nj!)SlT#)AP#e-FD=?VLlIQ4uWf5Rg`1v?R;sbng<9
znpN%PiuO1kk|qftV)C-|FY!m|N691>dqJs?ljQ2B=%eag$gQc^&l<oFU?sd|4fJcK
zcSDe<A?5B-F_*;KGp!VSN%mJ}v~zT6GsQr4v&Ea7Pj%$&=J4oB_z#K>E6OwNo+w%w
zadhh(zCXt~p@jlbskJUycZsiMC$?V)Uto5A1|wx!eji&#bkx00AF&&0wzbc(5y&!m
z%9wg_lYCyt2QYE0y15Sr^(D3TIzOwPr(bM4o=NW{%lJd{<P2Q79dH~0w>UM3&o0DD
zwM5=@HHjN``x;7mX=OtsS~03zWctQ;P>EalY@*JZ4mXL#u&w8HN!1LpF(F4T2JJb8
z{9-UrR8Vt99XT^nA7|x183n>-W#seoAfZ0R!b0z>Zz0{*NPfglyX}&mX+t?D*~S4*
zl}y*toE~KLVv1PBkkNbCU#5B>6C5$_EtSdJ*=^<R=xO&E{^hb8#b`?J_=M3k5K0_k
zoT0JTO&>!&S*Bhk^|F|RR;D{oOfK;q1n6#=zeT7FQKERP<9%u2wt6+feg7)*EB=vX
zF4v_LC^)OHFz+mN95(MwN1ep>^kORy;NkxDxgLL}Fy6@I8sVwy`ucNwsL8L)5mlTx
zr*I{zW5*e!&>_=N-O*N~;wI@POGcn0-^#yIzL99lSuJ(`D1dXSjwr{TGqx3yKpx(u
zn@k9}-+HU{#=bL=cRZ~6jV%XXdq27teWKLCnDN_y9AjpG@bp;Con-AT+Hi+4OCy&d
zE@v<nm+S}I9ddMOB;}7h!){4FPFEFIkM8b2v3`7P`h7DRtK)b(FO@e3{%D41WUt3+
zhV`DLIu3<UfTu@Yg$kTT4URaAq&p_KYK)(~HKqj;By465Ptv>8072X_38HNgdHR$E
z&2C;!AI)gbOfEuI!Xyb+K`+$*dtwpt*B}+;qzIa_MjY7yl}q&zGdDM@G1Z1{5qJ|1
z=_o!|5J72%&{u6~h<($DidrFeq!j!|O_f?+b?T#Tmg-F|g7Ao^g3M)q{-JX|T%t!%
zV=Fr~afU;EwWZCyn_%$S>i2md=f-V{`wY+bwy->?vPjVjNMp~p5YEJ?@(@9>C7Dew
zyWoJj*c%K*ST-4KTgHn2lo3g*WH1kD4devqmX*6I%n~)6p0i;yNj0xP1S6T%hbdSk
z(21rgoQvjOugr!lPvE+!c42pbdcn8%O)5zj&Q2{_60S}9Jg<^2nqm2hS+Dtbp5`PC
zBJOM(k#AQn(rn1C<R_eO95zdr&K_INyed;R6e)*VOcB8ndsa+Q!O9a~J(n}iBcOvC
z2DJD@t4?GQg8QN7aO{z~nDK&N!lup+5M&HqfEciaZ~(;|*&a5&Y&q$UcaU8Y<cmR4
zl$8`9og*OKB9L2jQBO$7?mF5k)UqW>$uHpQaH!@|D$w(svZ#iN7pY0KXoZ-+Q+uYK
z`zo0UW@Rt`S~vD|lN6I5phfH)%1EY`YK(Sqd~NNB`MioE3pCGXwYb4hjr<FTAxgJG
z?ChtTh*T>}kb16gTq0^V3mLTm6oiYZ!7z;g=}QpD`cb82)}4AI=a#jzJKMxLt94w)
z?t7G0?=M$PwS))XDXKDMc{Tb0eX76E-Q*7G@vcxFSxYtivmS5wK?KRwqQvd<5KJ=d
zO+Z!h-Nnu`q%?p1?eqd~1^rB-ZbgIGta3&Y<ikJ0x=r=q{5lbKlG`GDE;4%ogMc}5
zVi4To_FQ`k0J*#&;BFx1EE@3EzzhjasSmtb@sCT{1>TU0WM0y;l=>-CCB}?3U&%>Y
z=EPo2SA{(h9kGfzxv81cIKkswQ&iwgO`&1(Q)z=wRv1anya)!aytf@nzvaKsrHSBv
zp?pOjl^0SfuSxa-B(xeZ7n{5)qYiuidd~7Gf&+%D7YdJ~MD9w)R>8vju^B{JRjU(B
zQPa~^EXSors98Ba^&{UKpgH9!^qnyg3{*~Y8cg#j%hJi2%^)k5qHe}Xa38A&-Z*g&
z^`md*#d#^bGoz{!cuZYB$!V+mmrM&_AB?$tcs{vE3H$cIcw*`Af5hPxz7NoUOnw4?
z(uYK59wEIsiiq-7F0CnK3kI?c$2Y~HbUQvy5ZRCNEch13O%}(Oz{swwJM(=FD0`X+
zhlf<3XBj3Kp_=D&QJS%;d99f^7@=I&oeT7?8n0B*K4KGTR;1&uyX@_#JPl?N#RA=M
zJl>DC_Qt=^K0Dey-@{XU-cARJ$~Kj|{Z6)@x$pncD82K3YJU(FTbwP-$MLOxJBXgV
zL!J&tq*-YIl9?u4Nk-kXU0+l=ZH7=Mlo7UKgPUdq;;F=T%5^5$>ZV+ob}oW)qM_!H
zc8^;#pLAs89+`5c1z2c-mfB!&HqihX0Sduh2oOyD4i{T?Kg*B>VcwhAt^-Gg3IZsc
zL81LZ6Kp4(b^m&_&$f>PzNorwZk-=*VN<xWW7z4Mw`eXJRQ#yyE&NFDHMlCay)u)v
zShnO**%RqpDh<ct+3$Ij2J0+A_Wt8bqb#$s4?{ghuIB8nN_)&M7p^W`3#0MW!W@50
zit?lk!AM=y-IOKQeVE#xJ#UFoeVo=g(cQQu#PcyWI|}?;cytA0{8aq_%Khle^&x9w
ze~-lrS7$DW%k5Sh^d%Ng-J#WI4LFeq({yZrW}UcggiWbSC5LQvn6YoIL96h-{?6&u
zPL;CPvNt37Vr<Z0Tcv1K=@RQQi*$TeO7&p<kiEFoY7i!iEX`(r5OVj972Rsj6pZn%
z744apmsW+(c-hWt`tgd6A&&DSC~i2D-9$ux;AxWLY^-@+bng6!S=nT%(Vmcqizu2%
zSb<3P#0|n2*aBBn16-cvlrS$nt^3S_ZrCGwX!dGC8_c}I_!hMK@*^H3rs%*gFGuG>
zQT)TA0qG>^Q}rxpQwE<KTh4ZVW8lSi5bV&A6`bYFt&?S*M*V!pC;3C=KO;K7dvg8p
zRkrFey0ele*>q*4+1O$6@|Q)180v(lj`(inxyY{<3#{(!>t*}r;AV#l5J)pAeLCz<
z5G!&Yn*|(titPl;gndY@`~fAz-?tHa*MuT+Fa2jgmn6y;m!~J4la3iRq8<J0%goCx
zqFI(1)#LW#cg-cF=h@9X4>{nO)mdQKN{J<mV<X9_`KX&p=)GDcQVKoH@7x@DXjP_@
zN2Qha)5k2BvCDCun$bwz#g#Lxr>+V4a?7*$fLdmtC_;NPL2yP$9WiakiI|$QCREcs
z;3#`l28tFD`1c#!hv*{hvqN&V8pmY4*Y=`p8{>d*<JkM%IYqXf38h?z<eyEMna{)J
zh8f-as%Uu^&dW=seQv512rsMLi;uag=Ft;sUYF70n5}9$YK`}as3=TV5>u#N4K~xM
z(8HoxQrc>~`PMJQm(BUXo3FEOB0L4!E>?ytE*N&@c)XWoT>5zQv-4}Q&?FPl`T>PK
zjO#VzRZMuv21##}fPRf2pM!>xw^9?Chb0h9AiPMw1|Je%tIwJ0!z65@DFsnajIacP
z5eZ|~x7F8*54#yV9=$hOB&cH<*V-NY43W+}u%Y&;;qZ4g8ufbfR8Fa)5IA}<VSj_!
z0c?a+Sh3&`4npcF1Oo#o3MUeFimJ6AZGBwe_3l84IFV(&cQq#rGA6v>A#eCZrjpmv
zPnWfT%5J!y;nsEEp3k&!fv45X=b#taPOO^yzo^bW#shYUW+!=V7cWn<O<}q^>$d|l
zBvE-XQ>2c)32j`dEu_~TdjU~FZ8&0aJ#WupWILr)o0R<1TK*_ho@y6r=^-e%VQ+}O
z@O-ho8G1ueoRw8cE~V6!Gr{Z_Sm;vt-8GY>7?T{9s568d%Rd_pH*-(E|Eh9OF%uvP
zE14sc9q3#Y@5R<balb<x{6s5wdgFbML<E#l-@^FCJ=|h4K+0EWi}lV*#@LP&lJpDI
zpQL}*e&oDnF>yswj=Ed_UVPO^x~cIc%97<cFC^egfWyoqN8W3KqYDE?#3|eo6^56G
z8^fE*dlR))(svY|M&tWJ3A%$94UN8Lie%{ERW{aKl5xgTaa~f+R2e3Azo@!I$7RgE
z^}N-8_~axh{m!?1vpHR^IZkq&{<>U)l;t^$v_WMnww&(`Cynr`^3*>SR(|Z@E1Tnd
zrh6bN84x4gr8ZiS@u+4K%9dy6<fdIC+#sr{eNSzxzF-$cCa5zrI$CaNCCFpvM8z{e
zO3up`C|xFV9?6y{U7>ai+g4~@t9C4H|J}CC2@Y0Sj;_fjav4ig)yeEG-OrpzNqG^6
zBfn^TS^C-<6Dz5nAX<tubyN8&q|Bx<FFX@0E1avKc5di#LC+TAL<x~KDM%u&-%z#i
zjg`+)AZAVdOKEU~Fplo9RkHO9ciL^~u(=Moc71V4TijxFOZe!SOl`N)IpmG0m4P^h
zI=^_vcI*&9M22=p$MT%>Cl+b3OGC1K^x4f^1K$guIUFFCB$aeu)(b3+jfjJs35(;-
z($;5X5TuRjS1-9(n;%gycISCo5&fcR*V5J`nwLpPu#Jp%tk^qM^lR;eo8B5%Ti!3|
zM0y)+u1ocX#8A)*kF2KIENgp!sFqR0D#BCI)!A^LFYi$(clkG=V2*sZp%z$Pd!v{t
z^`<;hnBzQ#CO!{Ic_>v(=|bu6^8WOwj8D*WtEg-{hn?Cto$lMKzuZv<I^*G;1Xh@i
zJjG=1^z^8I#+9bUO)bZHQX70EUf((Fe3rG!NQ|Dq{Qd4$_ZibnR{Ng35E-weW`db&
zfCZhVs^oxg`o<2O6UbHqyG^q~xsR_?Kq(l59JXeuu<vM%os1z-XqGULM)MsS>i+Lo
zwOSJ-G=gaV=M0l_LRm+J2ats&*7jR9o(L3iO@=4Gn(Ij`?L~Vhx&34~#^zx3Uyaqz
z-lEeK&O{;z&(@y3kM~pmhbf)=U07`|kermZ?^72<nTjw|5ov8EuY*PlHJino$-EQi
ztVNADu}wvTfw$aAw#*5S!1dxp|4z~RoG3iOTPC7}U=^Wn9IqYsb(J%Le<Y;<XfO;z
znUwpvsqvP05VLZ1G$5GA9`#*S)NAEy%I6k0RNe6-d~eXr0o((&3?g^~h^##Az63h4
zPR-L*eLm75oVP%G(5bQUHCas#Kg&b2q%Yq&r~>=@_}dP>qD92gH|ha-!tJQIIZVQ>
zsSr>#Yrs>b^pGAW5fzXrQ?-QX0cZlkM^-8xb(L1P=gRe#E3MZ1E$P9dN7g)v8^7;f
zUyj@34pTL)=#>}sWNbXyLw`#de{>ax!6Z(}B|U@!-!+T6tkFzpN+6DEK2B;qJsU#?
zzYsf847?Mes7(rZvmzm?%Oo5~mT>uNEc6-~0-60B*!C_s3p>#euL1-QC{Z09Akm`H
zKRkZvq}4n04$5bFYcXs3k&)zRc4mk8zXcR`b?(B(!vjMEurk;IY?_6<=J(&uJ@6Ga
zgo<W$>|0-%QvU2dy*9zS7{Q{TO@~2@vah6(^`WKblo9PjXM3yg1}W_FAd7AQ%gZ$b
z4|KR#RhFu13T*np+wlKL#+shHJo<@jLN}?h)Mm0hR@%0~JjrzCmz#jAZ+2WxDv-=t
zYP&&><a(lNWux8i?v@gE$ppIiiHZM6?BcT_&uK_F#hp719&lQypKO=H16wfBA-vUO
zdLU$F!~m}0Q=hr+p@LQmYhxH%co2>4!z^(PJC`B^-+|tAUsR99ngdgG&8J|-qf{1i
zn<tV6L@ZddW4VBzL_O?zH}R|E>%yfDl$dAOceg2P0<Gj{WoW%=1#b-Xf?*B0EFkGO
zJ~FRP@=<gH`Vw?QZ71`B;E9v<LsY>2U{gR2D5Ay}(%AGR4aJ*<U<swGU_vcPNH9~0
zA^$$&gsBBl4n@?AH&V_aQ7#ZuATJ&x#y{=GE`=EpY8T>==R<y8r@jk}M<5YHCh5aZ
zzB?cgN(3h6YfCsFNdTZ%uH`48anB{IK~89c8*%e0NFhKT;E|IifGa(c`;M?*tWV$A
zS=vE~!sS{=Nv^@Tr^@{Op*xmvdW(;HR>{Zro(zh$4g>!^*f(GnYdTTbE|-VdmRNnR
z=d)I*u~MKFPKT3t;vf8McwM(@Ofb1fm`Rbs>kE&Lwu){y7nnsIvqj4DyO+{EK3RSj
z{>jypn0-9$F=m7(SH}v>j;$!5Y!VJP6daPQq5#>Z(3{IB{<A`GP%Siq#k|K9E??3c
z`<akM5PQQ9w%ovim}xk}a>Izhbd=@?4Y^hy5-TwjtFF3jPMp}Yv%aCFx;Ew*Y3}4O
z-z-S2&!Lgb($DBW&F(E2J}F_{Z~Cf9P{tBS>RUxGo7E?M$nBd+ufnU8XD(ZRe14*y
z_K*gdrZL%u^=cJd*7o&|d%<*FoSrgGJ@$7=Q?<6`Jcl8FO_Oqy+FJiw2{%Y<4)x7!
z!nQ7KqqcjhXSkclcgnZwXN0rghk(>Llc#8|y8q3<(^;}ii%Nf^t@x}8L^=SCu`72z
z9HZ<m8Zsri!|s-*Hba~O#YvB*c}e+nHJdm~MR6v3IG4yJ6KWdwfmMl-1oeTi9s4`v
z&6M8W=UTWsFHj$wWOw%amG7DZ8V2!LsE`<9RWt#5ap>OXyav9mZiaC!i|$PG+#?B1
zvCBfE9sVX*uq(9INpuNYWeM2&`jEK4e^BDk-oES)utyY%v(mis`x7<ws00tB<Apls
zIBilkA37y*3ApOt=ngpEV~Gk@2--y3<oG7IoQnt>Qf=dH^F;qIC!RI%{;2Z2^nSJ#
zqs~3NOTMWx$^@<}VKp`63zpZsO=F$;n^;WPYtAIwUa>j)S_~TC6<~tDN^Z%`c{`P*
z$;j_-y9iZ_xB%<Bd%E<BavJGkVSgK3q_^f*Wgq^+@r@^OYQ6G%eEh?KVV0Lb=e{S-
zyN}ZpfTfmD;_L#e41DdbZ{qAq!jsr`AVUv&{>Wo~JQg}2bk62*H%?17RMMA*PrxST
z>8>B02;z)3*61g#`Hl^|%YASvHTR`PAXm;^MZoNsQf9J0?+f_S(pn3xmb0<sw3&Sl
z*ap(F+8zNs{w_MMJe~N4>E#YS&htily8OO(xfe(0hWkQGWd{9R(Z{8nFPN$qKZGwc
zjQv+3TC;LOuC&m>c-P$l^3-%ewmobA;PmLV<`ojNF8A0YkGC@Vqlo50mmSB@qFy)>
zP0FsS3v!bf;(5W{5_A(kyK)_bRSa{l+a%|q;j8i?cA#@CbEkG*8v{pDY40=+Strf&
z*Kj!Su-yam><pWqGM;#7{!ncIQ62iNf8l{6b`L}$7@I6q9kkM$Gj~>{{NgWxQ3+rL
zV-Y%H8Ica7E-+o>*w~+W0Dj~6_d>{}=mGY~0rA2y`tZS2|H3~N(}ByzE+L7jk5L>B
zA!K_Q2DPKpyQ&L_s%D;=ks1LDHtDHJ)46DYoU_gieNG{F1rGb@(<eWXc@~$>ebqVw
zdy8E)wFu;C?^>Ji%Qgs_fTgEPh2ve)P7X;PBsk+t=;Plr_gw;w8j|<)I=N`wL-O-M
zu;<JrR>JNB7UA&~Wf@hl3`_E1m0+yjA4EimE*Uy@a8*IAy)W0R0Xv1%*stFEV@#N`
zu;gF0{S-JrI<Iaia8t(LNDt!B-weA6#fPWSQ^eX^`^GcR)I20!l9anBt-NSnbf`SY
zPB07dL^-lpcRHSc=Z9k231enCYwxZRcgk>j@yf2oMFOl{gqj8{mMW7=lFgi&7}cy6
zSTY<|CRY-Bu$6<?<Qn=kb!f@d2Q^A*8Eouq$(zO7rrQQv20Q20@hxL~Y_RDcIda82
z?0FSmBPTQZg-v}523oR18a{zNnr6;!rxzcxz*gjUzwr_UXi~C@qb=6PjC#DEt0OSP
zKs2=ugL;kFSo?Sk%Re}Q|0yB}B6&4T)9oT1HMbFN`u<RLvT-hCSpZ7oV;95AIUUq&
znB*R@BsEP@l+p&0NeDwZK5%wbrPgRYe|g*eFBp`lbeFH<Bs9}+qA(7VEViSV^Rr(4
zAG@d*z9e)Qpcuqp8Z(4cb-`y)Np5I~46;-f5I@Ez`dAR&;9kQB#%C+fv<Jmj_R6hJ
zODC}%s6`5nupVg%BmKwfl5esUlT0$WGP<IB7okrPQ%#MD;!qXjIFK6mi!QBB>PNnt
z{@&|E0#73r8106oG1WoZg#_zH@7=lz&q~3hTu;|mbgXOPk#YT{2hc+bXsg%XX1H!b
ze5lw4LSvf`7P%oDcTWnPGvAr4KrR+?s%0#X^fc1J#`(1Y<NE2-;Kn&>gIM-Kb#OX?
zH1Mr`NB5XI?Jk^c;!R3lSh@T*D&>Am0<z<fJV-mC+)Wy<m_*Uw;Yx8x5jA}w%or3B
zVsS-KLhdgDamkH>C?Sqdq>?C=-IcnsMi1GfIo|S@{c-vs9DXN&Kim#l3T8f<KH@?A
z4^2@`DeDe2!bV?I<5KG^{F(rJu75WA2<gGm`K3Sr)Yxh$$P9zr0fL$@d>1$}ix5mi
z`5XY7(D4kB?u0P4G0HPTp9STejU3QaMsJrkb$}{?_ml4`$lx{iyHB1GDG?PHkoNXr
zS4C>O{fEP3otQt554!KV$b%2c5RR<Ph~=hfDYC_2N7P@b`WNPa+adX4jGTo$Bv5%e
z4nG4}j~Bkp&}c3~f9i7)+Mc97=+tSq<7yvv({5E<5lWGPBzbUH6UqYSE~VbvV)o>K
z3~sp^E)iePJ6s+uaBo!r<{TL0NDfZxb_sBFM4`$@jik9n|2TsKUQPKGaTNH0GTuSE
z=VWbO(Z1vSaA9@N_SzM#ysg+c$McyNU46P@+3d5enbY+CCS_kySUD-Oo#zA%3WAQo
zov@3+BZIKDcI#=VfJA?^jd;Z}Bl8yu15p(XJVMp%==SXnSMH(Vt{7yaN-1g7S?&qz
zMXxl+;t(|9foY%{Q3Vb~(fE$J{LP6Y=lzm-A^o5EsU*_)Ouefwi}gGb-GTa+qR{9<
zqk{NWL8K_f%k`at4_@yLd``Ku{^n?{Y>xHy(mbxB`93XXX_@}Z#>w#7R^ySbh?ugQ
zf1IOAR_uK)Rg%O(i{%1`oD&dxC1T~A!fR2$+c7J``Gm!?IcD21=jq)R<=gi&E~<R3
zv}Tq|KgoA3;K@&}8H2WOSqo;3jFc!fFcdJrl7o#7PWK0I;x9j=fh<*P#^lgZP!^<p
z(hN>V^_NhE5tr3qD?uISzo&9SRK#I1&*M!F<xVV}^UYBga@LflbbV*wg1tezv_@a%
zyIE`4-0YZ_nd(L6y!_DzjLFhqV(>QjP~%aoX9#3lF{~k!bCVkgc9T?(S5ZUUL{Z2m
z1vW3jPQq_@q@J{|N2EZ69X(*6!*JOWCOqp5tvgF8wqlpqQ5-Z?O{DE08GqM{sj@$@
zmBf{XCCxCdy0o<bTP|o!HNm6DDH{SJNFA1Z^OPn=T&sF3$>A$u#Z($wFbQXhWG4+u
zGk-hU@j~>l8lkzuz#WP4xDBq=NFw&x<XIP))LL8_yR-1+QSKcIS72X)o1$xzVwO2^
zk73*Yqb0(e>$3D0KmG~Jpo$(GbK_%9sCCn6yh>O}XC-(=H>lCe%PZr<uJ^K^CIMzY
z`C_)?Ytmy-a00&M12ONK{%i^HFH<6XjHv$=JVlNXU}jR(Zs?$Y{I=5;`I8hvqS#rI
zaG?-!oMPf4;DAf=;e611KRHs&a9F}-Kj}Zci1T_rA(x;~XgIP@=H5~$1>~Rz9`*#v
z4nK~y$zGXzjU8fl0zy-6@06ROhUGh9b;!9E_|*|iJcN1g=zpg)bQrTcr&6Z(YWF$z
zw5x)9<c9{Jt_2R}R1eUdG|XvOgKD>v!6(Bn#2V)#b!%WA6^^Bj!aCKy#WAC|fxMb{
zHdD;k&5o>fe*45Z#u8rcQttE(w46&<r0_|hLf#VlVB@I^_Ge}$S&A<ybmTwy-R1lI
zCcI3If9pGn-{aO!EN3R#+iiY(e;lp8n26x=-jB);e)#eQEXJ5G?XvH5=8Bnl)Pf0-
z_kNJOlzy)T;3DLL2$Ayt%kcHPZ{A)VPXYJS!yEh28|GoxVKa90%J-hL6F58S&L^4%
z-OMN&WVF<v3*CroZS;g!WYo|&?~fYX=-g$0z?`+c-6;t@-a$}XZ^qXjYl83>ykR3)
zMB<a(myR?qZ0o*Jyxsd<MDI(1NV<S9hmDBQXy|uBKQeo$@VJ#v32neq{jLlUeNfxk
z5q1>6+?Wj}`kDZ`0IglApt#)?2PofYK0g?aSO>v5*#YKuh~DkUQI-8KyaQioKRDP{
z&JoAxHNtNchjIPhKjeNbM%k}E2yrpU_2DAah6qvWLwqsrzBqD*q5|O6K8~Z$Uufqv
zc@Pc(pj0;B`5mcEvyEz7U&GJelhF9&?rOy+2faTapiIaw{~MC}e{~@IzmU}b&qk;J
z22}r5GSD#o>dzVIe|0=;jO_o3Q)m7kDD~f)|1(MbKc@c!r2hNr{{f`Vz`_AZCu8B{
z^sD&#59!mdKH_(+`hN$qvoQTm{u7e^3s(ORRR8}!Se@k;tp0yhC_w&qz1uG>pP7S^
z{Xb=I3`}ec|1)R(${WI2S!CT@Wvkk*w)N%OdMjsUL4u5!SOyimm;g!&oQnW}5CR^*
zfjHQox}gFcI2k|k05TT5Z9xLuH4u{W`hq>S=%8(iTiX;_%^4ei>!xxe2Oj(6=cL<d
zo9m=o2(5XgTjl9WZ;1q)D45wC%5W}ue6i6n{xho;I`J>a<V6<I(>fOXKpu_y;yLzP
z1{ogacQm|OYq`hWy~^aE8Nz;4KCj<hgG&_QK{W>W5qC#%f$tudSI<VEd^Z^8Ln?oe
zYe^|O!4g0@8I8tv2P@}}h5OHdi44>^(bL@xfw8x{$Je^))8Z5sJ??vglgQV7Xl$o$
zC+N8uydfJaTeT$&Svo5rF-`H;G!4x3LFtA5G-6d6-_R3bCpKIGIxEN;Jft7&9aLr*
z=AhnUkG#@r?P2Y$vm3LhuUui0Ioi2k7``(;M58%@W|*s>JLnhA6@RaY*DXU6WVIMr
zfj1zZNann?e<2D>(TO~(>405<*t}?!05@ZP+WbX1<Q2rth-k5(t8$>GJlq4~!|3fw
z8+I)}@Nl6bGYpPdkLZm-YV@J?=3jf#{rGTQ{@SF7I$IvbB5!6~89^rlnJ|Ou*&?{Q
zFe(VYXzj7M(!r^VIhs>|N62j%%rQ&Hc#nuIj2<fJ#=b0Ma*&iFQS@d=ouKPLAMc=)
z)$qLjJVw^%+_{$mzfib=8Knfc7*P{*mdj&iPn7OBUJ<^740nXPL=0)B$@-|l)LRC1
zC+-OWB>dm*i*i_<C|01MYZ07708_P7=TkgzAQ=X7B-Na_(7|srpekK4zX4C{(Q$T^
zxWPpSB3^$w_yFX@>O=fDut5e~aE~b<X|@M~2Zje6u2`K(-;v6JTze6B33nTJzgOc|
zx<5)__xTaGGwr98%5a?>pf(~aMOXgSUih0)&qZMK4#>hh<!E2HKGENSJz_t7n%O~O
zyM$ffbc0rR2W?n<0Xsu>Nt%jszEZkon^V^5ANWzLims5Ikv?3(f*=Jt1+jBj1~zR>
zpN6lM_IUh@0Q7R8;iiR_|Nb!933<)s&>s+;l0)*Jis1c;`-H(K6O6Be&~iYO9n4^d
zI@zOer_7B(J5cR{)eE!hzj~GRhJ)RuRi9pb_4p+F1o=kwgNp~CM?#rL0FxlbAWniN
zNE$O-5M3WHD$e4D*rU0J^@#K4=Ox)m@MH8G0VYV0Fc@J#N^h4&YE0D_wKl{BaPOJ$
z9%%6A!?`eETE$ugTPwQEx=g#|<3MqPYEAoqd7*frh;xs?8<*QlyKQ|C`1T1vD20p)
zmKiYJ<J@Zlq}YrUQy{Y!1G{vdi<=U8DcU(Gn-_b9HzJJNr8uPD4r`8vp)t80={=yF
zlPL}dwkN5l=i6m*hhb!b+jBa_=9E>x$9--Hy90P6wqKxaNUkz*aYy}t-w4xMYt;zN
z76=<#amL*q!VO(p_U}@U6%(*v(2Tt%B7LOf09RL!$Q60HBeVePx)G%?#>NaCRoaZV
zn@j7%@zjp40p&d#gtM<c^zF)h3oKVaxhBFpK+vYr9Fj7px+Y9YSG&X5?IH`%rMyK{
z3_mI2eZ=^t`Hr3vPC4{^{L`841?Cst?T*+Ad<s{eM}LqZG9)gWulF5WXw(N$TNE)R
zWlr0J()Q!BFLEG()RE=^`2&M9xY7`nK~gu-96Y=NM8_T3k?v3h86z;7Zggtl9qfVT
zHLu`GqZ{xNI{9unANNV{>`)psX>>498~h!OH)I#$HSR{v_xWq-Y(n1|To0hD1-Z5X
z0I!%My8YzAXMiODNlpyFvjgyC39?2Cn4A=Flo3|jy9qF=0V6*$fXfs{oL6Mjw7(|}
z4px4&Pj|eBOb-1S!UcGnyTIca)Z?}^o)6y(0eKtrZs!ncYz#FvbzfZMuAmr~xE4-Z
zOn}Ej!!l~spfOFF&rfsKjL|GXMgg1!P-U1PcS>8~0HSaKU>)YM)h4a(yeKH}l^4?K
zgOE8&i-TalI5e1<6ni%~EYypB6cc?16Ez&y2##cA%KmkK?mj8DGKHJTRfpbBmt13-
z?N({mBu`pLYR~fz9|e+So3xOW%>1cwN(Gr%p<Yu^RfD{_kf)H^B!QWjg8o;aET8~V
z;=i=D8BkqRr;Wedu!jRo!Cd#3Kf1GtTHh^gfdn}Hu;D!<fI_KqQqoALCUYwK53R;-
zE*}3i13-=%ZlL6$1)#SCe|(t(>%vuj&P;5y5|=9o33KmErS7S&I$tYi-@lbPjz`_}
zR%U%2zY*68NIJG;<yM&M7!%jzHO!o*4kNKFCVPF$r(In%87s?OoLg!M+S&~TSf!gn
z`6iQo!PEP*-&P?@`?UGgj>;T>d7hDO<IyD-|M+wq0A`z<N+!~g9i(sI;bacCsdCp&
zz~TDq%=d*hSfq6Z8=bVRn<l;Oq>OojGorc6x${DhW>fnDgM2yK@j;6U!}UMx3_1y3
z-0=c^?R^kb6|RG#kmd{W{;t&I{sy;|{kO{c1o;IF_^JP{;zJi*-@W~%Qa5LC_z3ws
zKQ7hMTK|b@y&9j12}dQfgMvf9e@p_@vc>1ho(Ylz2oGS2jXxP=U|0nb&u&q35CGj4
zP%Pc5Pv27ew@-@HcQBobJrp3WGB$H6x)r|F=ZxhYRYSyct~>qh9pz4Xwm!STaPOLd
zIrM^7aGJ%IFNXeHlt49FOWXsnexvKaBK$&G+(J<@Q{$R+{U>6e#c<G|S=_6iPp1iq
zF7-D<9g!wMUGy46GMkG&UG?u004v7#9U}=HG$bUxNIMAEB#`1(o496?bNlyTSm2)B
znUbUHS^X&^&|r7kikP-)ueHZH4m5ST3;_z0>CI|ES5+<c;Y=*fk*(QVYzNL$|844<
zZQ0@Wybvxi+_gDv<;AEu{bnZ<t9(x-C~G}19GE4ExpWwoUEccM=tkLW&2>Uw_!e(b
zN0PpxB3o%GDN-E(I)Z2jX#wKVAQ~?>pA1Rh5rKB8j^!!(9ZsEHWFPK+pK-iA>X@%^
zqy!0|66lEe{6Re9{cGh>aw<rjQcbFZtlyx$V$&2pQ%yvw26=6Gst36q9t~7E>JO->
zp=$BX5TEEIdP$PUJfnc7qf*lp{|C-IBh-;up$YDUp6Fy9?npGQplls=Bf+771*j$<
zYARCI6zLp~OgT!ETjQo8U^6QDViWE<))9hGz8SM7Xg>t13y~)DY-`}Olod=oTi+>5
zJZ*47QNbqo>_UCaeY$6O_5BCxK>AU9YktYxaxm(bT~$brOUUQQm=jaMGB^uoCld9u
zs)x0Z^D)X?CP{BUMXy&xmnxa&pXQ~x4a(ZoSls(~CNeIrSq>wKpvDFZ5v7ZcV^A{*
zB`GH*DIY7N#Ylpg`N>p{G8S6hg^mf1Y6BIa$;{9YAyVlKZ3V`0u8xv=Uyb9}<#&@9
zC`z->lNiV8wKhm+2P>(sfzYET8mSzasP8Mn>=>%->Nz$i5hJVLvi8U2_hnFb_u+x6
zQdBdf$0l|(=4##f^@Y_s%dsDkVmW@LIb&r2yUgIOAaQ)8>`K-4f8hAF!7OuTXh5fF
z<Homnd@p{6hd+(Qm?<oKPTt<^C|4h78|c0`Obv4JVFHe?;|VhZ+J5oaXNglB%s0s9
zPX)Bi1ZEHBJRHHXg4_^ySmD$Yq0Wp$9`G3MpYkWRoZs>%+#DB~%q(V5(`2g0V=g~!
z;x+$-9Ua_>XJ<+dU|mzHOP+#sI0lKH9t#pY6&a;}zls733^UL1rvufY9hihsN%>Yy
zV&k|;Gf$1+oQH>wPh}Iq^oM|MH-YXE@ouRKHs~|*sN?NKPY&qzY(9>h8?$GU77aP3
z6P0wDUT&OSId~|_#EzJyWTTFp8?sr)E4Xp<LT*ul=?Fe?ezxrRG0-{cfJy6sKA7ru
z0=)VJR9xP%y#m#bW?wi$*`=^K;GJ@ea4_Pz@NLEMPR4>yCFxuajoj%F8CDy{EI}SI
z9wGhU`QC-gWfoUT1q|WQ+)Cw~qfzhd|4lBO-Q#bABwR_`IdH?saUD^bbKQ%V9SEAj
ztGRH_a0Nncp1qb4iP!C%zOFfp+`)}PjK;-6#HKCcIXw22cXHwgh{cB}fGq?aBJ|GG
zFEYTOx{cH?*H6_CP`J@J2^_0&p!NwhE}C)u?XL>dAmupH7~$My8O1S~)5ydfdTkrL
zX&X<-qTtIE!sEF{KR0)Pb{JbU5iXUAs+tyRJcw0Jr&h=<nPN~PvK;z+=7YKt3w{<7
z{2(pxX`15|G@nIU4}-W`6ZA@*yGB`03VC+#FQz9a4pA*oB}ah-sntgT=C)L#|BTp?
zV(EtHk{feREv?c{1(%T+g2z`E;5P-1mIkRv=LJ;*mZjlGdB_RKEA0$YhhT*|!3_cm
zg;ZuRil&j@tp<nOvk36E6X8#1Eb9O|(6Y>D;co$B$W*`?a$RqtNqq<A@mKk1$uhFQ
z-F9`7foZ6sXhFdeJ%gH*@*}B;D&3ai%X(?h8%}oN@jp7J?PpN*KX)!~S+wM;Uf&1$
zpe$7b!;P(lIGht??<pm$bL()jb%FE6=F?PN55g<bka2-a3c#bw65Ys%UdYUZ<d5No
z9s73RymrX!XCLk?PmdKEj&wV6ppK1pnmq8oBs`#&Jxm>Kr<s`?A=w>0ZFBxzcR@xj
zfSacOWjxmwtLvs=5w@}QQ={u4ZFi^>K<E)Z2q2^l>j7RDDfAl;g>e;qEyPWo$KnGB
zgbp*%y)B}N7)1{*@rnwVJbsGw2GMI<s}dF_lFwm5FqME%8?&{Fj};iVS)LW(MxF~>
zGw2c^vq4GRb0}ZXm9?!OBt_Vx)WF=$5%Cx1iL_f}>bt22#17{z&6kBc8O6+EOLh3W
zo1~<+R?O3E7Qxl5>39*Z67x0SoS-$$tS&5H3A8kf&iZ;)=6BA`w<9S5&lafwhxM!6
zzy&efol98eQnz+W6;nV4%LrqH^6SG{8K?UC0$3HIVS&xD^RffTxa@hU3r0F2Qvs1+
zLiH~wIi41TXf59z;rSDx%mu;v$^JNSBZ~Wy?XTkFIz|gf2B3B@G*G$6J|hk7Cek|0
zEdH6xi+qnHl{kr{{D_oiNG^$rhn{vl(|I=*_rI7IA#*w}%o9S3PvQ|-`>vl;Hbs2#
zs@r?`?C@%ivxvYa2=YW!_@oBDi_;PQV1nFt+8V0S>e)UHSy9X7qU!H$^dBl%YePlq
zo{i5-%bO%JOpSIQ=+3IG^gKUaDuA+54JqBX?0WR_{;}HF*+9p{&Ac@@bwA||9`q7Y
zijd1~-mJA#-tS%qI`vPTm&6~W&048dl`8~G)(9qGP=uGeK^H^2Q?fbI=!ot)CA6#;
zup<PdYkP<{NFUnud9mrST~1<aHS~R=ynZPlD)8Y8KG)s(-X{G7y#D@`OFcEPLMM)n
zIr_IQ((S>7W1C#>-zpfJtwcvyKSe(-VkEn`nzu0QkW5Jt<QijNUW2xU_#u4<V!(0f
z%O5)k!WE?$H$gfhj;sKRh7QK#!AGg>DguX}1q}m=Mgm{}&J0VTFLtB#HaO_zvH|^8
zk8BgUvV!Oq2*CJiHCU!cmM3Eh6rf^|Oy)BNdK@kNMLOi{%j3VkxAMrPGD;ax=!qsW
zsSB&j-HmN<y}DIV`21u1K9g^V@87r}XGTGC3bQO|O)k7J$vAQE1cK?I`)6oR_{M5`
zPW1+BJfidBX{DH+rMB1i?)F0G<wi-y6(oRm&<|Mb3abXKTrmpvbrOYJ&OJnMSGXke
z2t~75a~FkEHu;}hIfDZr1{t_z5`K9^rU??dp&@!82+kzDsG{DV7bWF3cHVHg*XF>!
z2IwH<^DyTXJ+p`P5~nd$ZQ^-**i;>DXVi=8koSRs7J}`Tn6iz~)h?`(McwX#I{5Eq
ziS@<Jvqc+6N^udJg|mV++iWXmCR)(W^kijSaid7SpYOAJAF<w{;nzjMG{Umj3m&~#
zxDeB%gtoUJEjAv|_*#G&EC?><eD*^DzuPz&2T9Mo4APK@m}9g9-DtCz+*fwF$hGqQ
z#06zhIc;xmzyVVJrt#BzcSR)xEUc3O7u;0hp-yhl;<{3*K;t~UA{jA>q@?r27UFsd
z34u>AKfx~XnCv!o243Hwav&o#WqXgza1vvhJV_KCgy)((VxK4*jppsAlpO(B8I6Xq
z$C|XBvMV1(36BqXg?hBtKl0k?D#TAH%??83(eVEmL^|b_g&nS+jt$jfSpw2!y7cS$
zCprrV?9%B-hOZ2@Io^uElecOx@#oNLXfk(L4K`#}s@C4lrVB<L*70PaYkPm2k2Sb0
zHsaTp8MHcuI@@$he2=#?UHUKod10;iG{s`Hesw4`F4A72luXE&ME%-qpF;Ugwt;XX
zL_Rv7De4fU6KHd`$+CzwtGCG%Ue9wdyJtnSLjOMUE}J$aAS=}?&s3$TOIS6eUnL5t
zm3OOzKy6fH3}7;<MDrkFzr*mqKlvuv1}!JTdZ&=+_oJ23M7*TP^S(-Rs&zIX9wLV<
zuI)Ge$z5ks+~MGnhph`NkWa;GfER6EogivOIwLX4r3!0?{DV~1cOjFyna%zDGCKo<
z^NRmybUIwS(@*prs<TYC-{}_S%l_|M;l$3D(At{Z86oY!x(kXaFYl+@_osWO3*r5-
zR<HL@SJ3ev6Bj^}v%Y}#CBFXiV40D5;Ee22Yo)%S^ST*{KFL_8-BtE5CMYwGka}!a
zNyX$IY+1AsT*2s&#K|I|$aLr7f5P!0fqHlaIgV;fBmCUSuKx0t4B`Or@%W@vMa+(+
zt58h=k!`FQ?4hQEsa95Mu!N9+1O9GgC&&K6{`_ZzDCGvQGyUBkW>r3ImS;wCHaWdq
zkE3+gI(!Uvm$wm4HPu+1bpJ-5G;uz9d#Z^Z_rkD{s>1eRuBRX#=&(<@&*}hMjt8!}
z^j|2Q*ZCHt7Si{I=%&cB6A6TeDTGxE6dDWBx5#JP`K!Rg4RmnfktFAj6bM3YsrMQ1
zh#zuy*;S2mNq{H5-4jB<hGBN8b^%Zo#njEu=rqJlvm`D2<CYhXnHafpDtQ)XMIAjk
z&;Y;`Kmq$5GZUfsrT*w99B5}xl6KJj7tY=RR<s~m(>%6q+qP}nwr$>H>z;dT+qP}n
zw%zBwnR(qaotgA>vXM%qcCxD~*?+BF-@m?_V=+&<F*?)RHm08N;81bk0$U)sYeKT(
zg0rGd5&g4)xmPtnlO_)D44nea&!#y;q~7dX=)4Se1UuWM^R-82@J=`)LaK!4?2R=g
zH)o|7@kDzP_x;MEy)mDXL8v}*iL$tf=PqHk3R@s_n};Z9XKA0IBLuN4hd5>8I^<Pn
z7_OsyxzDzl;9qD%v$`<8Gu;8zx#z46I)HZ015-x09E95cM#@x8PU*WSa+T=tVnI<U
zSB{~u_v_F(LXZzLz@gkYa^Wa$?Mg79Vc9Kl@s5h}U_AVlp+(LaiyC$TMvNE)xufV|
zWhCR(j%Y~MI5P$iK^kaH=A)uEP186`k=v6*4E>2%-tGg|f&T#0AW(>aT4h|R;Xm{h
zCm~J&(966r@>sr-k)4wcE!@P35=8@!pkV+H5A-2sUY4!iXr+4`@18CDX#Rqw_xQ=q
zu@C1z^0=P<%B#WqTqsNO#}gjLIrla(+G2(eK(FY<wXgO$XFuk?_NRI5703T}MaC06
z%ZDP=BXk}d`G%}4Rd9$_0xg_osuYt|Dfjb2_yYoJ9%P4T1CXjDslqdY7yz%RC<OSv
z>#2yqMj;X#+yXKN*P~60L{zTw(~lgk44_R>c@#G;hoV~3svjfrYKUMxO7jq<CdKnu
z7MMwe%|QRYMpB;o@dR6HL{RcO3tFSwR&8AvRXJYTrVdZ0N`&n*?QW1?9J+izB){IA
z=9knZ^Xjogj+6qRg6$rnkitZDe$zQso>nKj<YaDaI$g`NruqIc%s0rtH2^@XwGZVa
zxWRsdy*B!Ds^Ke>FCWyhGcxY9*Ub$!1}eaDd6k+-*iX9s?F%~<3U1OoI#gi@oyT5!
z1z=yO^kt11#s6WB*}Dr2M_wmG1CLXsK*bqqNT`}14Pn~*X^6~G6mgJj;6WM=g$#4V
z>7_g7fYpS=mb<Tk*@qVrfTDwN^1+(^SI}oW_@OU-vOFgIbtWJyifBSqRCKYoU{}3S
zRV+MnUj&d7T{JeALJ7bOMHH8ZGEMPH{f@0^o1BZ#FlevkQ)^dw+wAsLB>mTSB`aRM
zs}yUTq7)P--MDhZ;K9%yR+JuW=y3QSAg!YpJ#v_=Z^JD-{vRu$8hQ|zIHH+nUZ*>|
zd(P5nlE@>=+%9JTD;%w>7Ts8pTt|5D3_rBZ3>N=N0^&y}p=09yF7T4PAF*!bA$Ec#
zaKfbgIZ~Nluhwqj9}rL9Z)#1o8L(^~_>1}kDgV1~jLeZk=r^Nm7Bvj&ztRV=tdlqc
zOlF)Lr5aRh<=CvUp<>3$lUxJG|1$pBzT<|5!Q5c-#YSx5KRCif2)z758d~L~0$ak8
zYO#Ma7ND~tRn45a4Ew`ujrm8_fP|{oza%@*CSO@$!ilmO{0sn4i~Psr6=k2GUSP&9
z6cn=;ngDeXt4ggX>Cvld&V&t{MlEBiQ?~*ktIt6g-F%iic=aI149q#xK_{rshRFdc
zSQF5+Yq{_wT#uS61(K>tvS?l@c*~5f51Ye=d4??CEw~?;CInI;NU%n|ELm!oQ4vH7
zG;486@c>n24uU`2xv`HdeJX#dITg7{YrM=-FDEl2>1b2GFvVw`X31|!5p|((z4BdS
zsI=ZF(pX}WT1sOOEMCJ~lze46feX$#lUJ;QX@ewX$t|t3UO536EvmA;>*7a9`RpU*
zqG&y3Mxk^KTx8{4IROgSDAk0PzZ3z{FuZ#~8Z<pK2UI>{ym4YkGXu!U&H<1tpKs*M
zKO;9N2uMdkV9nIj7J4>g&IlAf3aXEXnBJh}GKrzVaoW9QD2mt}`QG?6#{3$mIk&a>
zrl90GU8LiRv-)NK4|3f0^2jC7+v`2Q!}T>deXJSY*83?lHT}GILx@0?R<0Vc-mblk
z>9WH`qfB12SVy?^qFq9(ifgx5o?nbpOnJ;Eh#pCR#_TzXWC1${=@^A&v|_Vzu#FNF
z*(q6~SP}t(!&>j13X)X-M8lF;3`>RwixumxUIFC(!#4&i#XndKgyLd*)TMLi{9W{B
z2oReT>@Q1+KaeIX!xo)~E8#(7!3jzL$EcMIInk;CULbWUj=;n(9bAZ=VvX`BaXU-n
zZJWZ_^swP<U#yX8Bn3+Otu%Cr`f_)kW44#6;kK!HH2t+(iOOZqkSgbbvG1hWH1B|6
zC{ZdYhM2z4j@Ju68k}UL<ZM@~W3$*Zp>`EB3!dJBhhJy=1<?4{p4n~ZKAg;NN#brj
zu8!EfyC51e!o5a`@xWIPBZWwDk(JEb21IP<5IRnfCg75!Z%CzE$pS}piqQ=i#s?bk
zc;*?VAQj<;lWACtWLYIRe^qvq9#%y-Uj~?bwR;UR&*w|biD%6)-ZB>@(oyb0PTL>@
zx|ocxbnpEQa>O9pdVd%p>#^hiiQLPgoqrx;hQ5V!BWCr^93a{BvNnkI)H>}X2%H{l
z<Y>N6pQqGp>3<y5%?N>y5_RJGW3_WXPIt&}J{oPe5_3HCF25|(^F~zJ;v2BJz&?eP
z3tDf}eF!n0+WGe(KG!CgV1!|>VA(U(YEg=rCpRW?E=xQza_J^ZJtabm;MR|fy4As1
zFp`DKzavkbY5FkohtwQoywUQ^um^oCMvetk+jJIE_?K5*eq5qI-vqp2KP5p!KYfWY
z<f}Qrxh6D$80;BE?~;js9a?2dqh0UxnDmb?GqSgYJ?nJfr}AL7wj0c4&$?B+`;0_#
z%2(qTIY04=eRDo3T(xrQX^boHS@B`l+6xQM!uu)9Y7w_k9EW1C&1Aze#jj7$MY>Za
zeu!E~<Sxd`SQiPv`8e6g*aVS!N<*E@6`v_rWh_h+(}DISF0c(&I)26Y5prjutW9*<
zn1!Y~ZY*FJMHpiat}Q4rGj$2_OxDPoGD+s`j<PV7r3GQ6+C?bElS&Ex1%#?Mm{_!N
z_iDy6FRNQmeWFHLBv(e@1^Ya!%+4MX3ACVC)P^?QTe;Dysgx}ab)h0HM`4--uQv75
zqa$Ta#37}#GSn`M$VyDNudBV0TV=7{SZZmZg$}{fXYf08u5x!%>W2>H({8!Z8L`c)
zf!}U=E<S2FUW~!rYAyECx~R0CD8cRD^d*mL{;94FO56?0%eqwc@Hr9x=S{Qt_Q}7F
zg<Nt{8COxrq5;nGDxNDyEhV(`+R}cCD8j=UWLCzoRF>G6+pwBgS;rQoc!)D5CY`v1
zRU`_mP^4xWqzIN3DY;zCp#oOnQ9#-}eGKHqNbH^{Q>2z94$e{`A%#@6>_-gNXyaag
zD&c;=#<M4_RLa=UL1HuppaIzWGfWb9UOLg$!aQH1hz~XimTN+rVyz=GohMDsuhKu~
zaRws6_r6yu!mMNpB63v>g2(v<2vq|NrSJ1OR^$(_`!A8LCHF0Oxc`n*S}kYo8)2DO
zbJb;{a8JDohSaHxIL_wmeVjMn;UaccUBiE)KC-fVNrtN=-DN=Jr&GjAwJD7M<QQ=4
zq~OI{0ZgG)>_)nT#Wpx7J*d-l)YXzCZb})Y6@wAJp>Y8`i_VLLWR`@Jn*M<ewP2xi
zo;mdPui;&YV=2POh&BV>@pL1D&oKj{y}%;cTwyUc>>5};GYfV&p@dTh)Zk-Y@-N`I
zG>d+)V0^xBp(^$Gn(4UaNJ4#G)hfULua#hJP4yKiSLhuPCffNob&kMt6E!$4&KYz=
zA@e*Y)MDv~getJfun!>-dDxqhvV{cZ@x;VLN*)bF_adRdHV`~qp(-58GYx~#2PM<l
zYExi#9w$D(TIX)Lb<f($lQOcOlxcdM`*dLXe9&F@$u)JlQWJSJ-lzHL@9$0F>&Xo2
z8!ZJj4F&Z*Oy85wl#z?&ZWeKt3$Zrw=~3KNesX&=Eg#i3^Hp5emCnw6U#KsJ**C$r
zNw*$;`o9L`PEek^Hq7}z4={HM;LJixIF5n#PGbciUakh`5{iAhQjcTR$y{`OsUh`>
z0eUUqcMl_|^{m|)di+n?2a4xUN@X9?H;UbH;pytB9Xm~Qm*eh`yON)97ea9C-dWs-
zaK0m$@c4ZGf3FWiZp}L-s+?!DIP*!)eajM=&0^c;d|>sgj{_}{Rjg`_m;RX|(?Hw?
zvRFlji;uE|<1y%nxmYjQgGh>%i9A*mmqI8Rs>ahiTN~fnuRUTT+J$=hSp#C1Ok8)w
zZWm^j=|b{=G2Or%ZX3BQLz8(aX0V-WTNZ%j$-wSH+}&de;;|xOWCKJ}5*{A-mgF=(
zZ*P9eI3Ej_bc9|)fBkwO545u|+_JHpR9WhO&V$RG4+Z<fh1}@fU51X6pG~m~MatH$
zfbgu?KWN->ux#taSY5`H&UM38HQ0-@ucaVH9YIpNaoK^;D6o|E+5+1T*oO*L<}4eL
zIxyHs7^+Rcfq7skf)}vu8@y6qG1k>JpSIMCELyT+NfxO^f!&f9zJj>g2nhw1f|0A*
zrc54#M4<v$%Z8&?$x*5yrGZ3g7LbwjnW_F`e+6{G<|Zv+4HtJ^(?JUGQfV1Rl}2(v
z=-CR<$!|cX7ew;w;C}wox&ml&Q1U`_@(wU+{xL1(o72~W(Xohb%#E#StJov0Epc@Z
z$P8CsD#5+Q)=KbmC?wj;*VPU_6w1#@$0<r)iE2AJ-p&R+c^{Nss(NB%QUK?XjCE2U
zgI70i`hat=)}SwA0ur=xvR9&yS#AI$Jlt_-uYcaq$*W=@UL2yq@YLBo^U3&bd4kS}
zOpmwyVP-b~d^G96@Uh&Cv##msh*Pv_->WnOWK%v@@@*+SNGb(%+&WrOD_*2Vx%4H@
zOGP?Efh>Y&F!k{7mPpdT19{+<NFGD2Lh<gOVq^db5Beb4ZJCskJ-{{eerl{W!OoY|
z;b~m9&tCUv1VHb7WsFcgg%=$Ffy%Ej!$N>G=y*(Mzo44~ywabY^ZG$WWsT`Ki|X8I
z8q|q7ob{g5KR&mBffF8MdxjEo>9eCPJJ{MxhS1gD-uh=$i8DI*>2(*q&mVVlQPl6-
z1?wJeuh499xFJe&43E+N=b18@l`?8=OJkS=cOaAIlu)P*I#Ifn^u)SDW}Zqc(Qu^X
zt-N}}rHaRc9-Z4TMPND@F{ERLL(7(8;?eQ>la35j)=hAi{|Nl1bK;K<mG51qK~!kl
zGPVYB<!&!v`H~4pSx6Zm<rAB7^OXov>|w3CQuvp$Q>N#m8u=&`Q5AfeYo1|_d~FvE
zXf9I?Q0f(n0H6rdz^TQT0p2_%-|FQY$nS-ymLQm#6gdrDOECIImlI1z4GJsp^lM*M
z7qKtI_tTIkg(Fv*E**IlZ-r+bD$1{j_i5x$#fm4jTy|WIu`bN<%R3CMhKy}l*=5;F
zo9>W9(a4Wj7NuTr+sZpV&74n9WRsk$@Aqb05=)=-R5={KJHsfWr2&T@f9;YtPxJi~
zY#hmE|G3J^>Dg}Q`Ah5+oGd(Qjtz|&PpKY@n)!7>GZTO##negwBc~4D!VweNMa%qy
zQj7ja5*CaejaS&n=|VMUNfA3hK}TK9Vdu2T?x>@K(=@jPu{q@D&k+9b>8AKB6**_Z
z5~p{lPC6!4SiXmT!b$tH53&B<^|78p>Ri#0e&EpE(oE(wEDhOxGg;)E9hgzm9Ig?r
z=ce#Lo|=%ttnmy(K&8q6#RLcQxDSmml)9gJeWcn!w*9@I%$i|`vF1U*?916*?YI3c
zs(muW{|`Q~<7V@44!_I!VdrIL!ph1M6JL7MZ-NcSc`Bx5%kjo)_f-|Z8hX~5X8lMV
zjVY#hsLuVi(x-zpX`7VF{d{b5RqRa5G0UYS=s*@tIb9>DLb54nh19a7!a<4cU+I;~
zL_JuTR4um#YPs9Kje~9Xl2)dWRAx1nB`NKk+90~h<4%aO6{vIPbA3fMbG=tpjE=o1
zg)-kN+r-JbPci_ey8BrOaNL(8_%J-*y%M>e>(V{2^Rk-yPFxLp_v<7%J%4Noj;~oy
zd!DKI>BB{{eGejq73Sr==~|p~E-^0!-+mXyDcuR6ZUjt?>A{su0aqz!H7bpkvQPRh
zTinw0{5=`<bU&SGXq!}<#2D-d=QxowC|*IP!Lcn@mR1o{gcZsK0%(?+r4vHRF{^FU
zJF6tS{7NBruCc3NrpqQNXB&#S6ug{R0<`@aZ5fa7P3H_6x?rKXD8VAzcxz43cKAvL
zP6)t}=vqoDEc<v701T~RVF!Nu!O_=FrEi|$RoyIhnD82=y8LSG?Jzc4tlm1ub@g=I
zjwf0ipF?6ahkk61)jE^&#J~yr7L(6ONAf^5m`5~N<%S{=*HW;~Via%yN2$GGo<do%
z!X9q~w=MTo<rE)VC`9STcW0KQA(P6=VB=72c&un0V>qKh7abm{WGfsB``=p>idqjY
zZ0w{wdv+Xvjpbf0T&q5)WI(g)s&9=X<%IoM_w!G+lHZifx((OH0gI)D$%=^gw_>Nn
zKzL~!r!9oO1{)$iY}R`ddQw!h)Ma;IjYv)UM1w|1I*J!y9YnqRX_SG<v+VL!o_=><
z7+c?uKeKwD*<F@`S9J<VX@M>Dw!9J8uq*yepH;ST2X!AkUbgcrVPDVQD+f=G=U3iv
z0G**BW_9cUok)swu{VO0i0_zKPeINUgOO!ESXNk48rpdr%teHz6AW}~8NAUX*ojj^
zrK5d8j9G?FR4Hz8!^RC8TT;}gfYfqA5<!$fhiLxQWD|x+z0v!;a50JQgBLbzb9Oao
zhM5+1;mcEMm$hb^EgCzG^$(R8fnbn{hsOCEk|`G%-yHj!u*+u;N>X)5#9mK_by89l
z^CdEA=)42@C+bbqcjmd2d@1jp7d<sqx@$x^>Y^db+D^|~y?rG0iX@{#QC^tl@3K;B
z6m|<zC8&sjqzjcRR!6k;)|sg}{Na8N&X}|j1Y;1@52TpIqysqw5o5ySxHzdtjGLW5
z-!J%YRtGm~WVl`{TleS9w7kxI?Bpyd%OHPmG`Wt~i{4z{6$>8!riGAKxaIivK$~yA
z^&g=3!}B(oOdeahG5LD>9WBQE>p6b!7`gTgS!XUHNETC&#>x0xi8ghN48XMt3k~Pc
zWW-CQHe<AnWPj{8GVC(qwMapZME1&7t<y3BDoJBd!zN_Q;5K>+w`$TRPU}5o2_nnm
z5(Qot0dZE=twMB{)<_(rk*zapIF^N_wj{GYwoGTK6hkJ#{z_wf%%3o;5X%QtRzE_w
z8lp2Iu@q>qs8lTg)AxiuMW3Z^O5K4FZ<1~lKNtUJyDJ58D~dX4Ag(<tRwHX|t*vl1
zF8D5LusKZ8a0?{7G=3gBa<c7E@$i1#{OVZrz>PhB63Fx$@0rY^1^sxpBU`zVx{uM^
zd@?Ep2zMueNFjM+lj+s;J2E^5J$6184@E5_XJf4BW!Ky!>Lz7^W0c;c$3vBmG)xf3
znJ@wqh+sG%4B9oTi)g0Ftv%w@yRDT9NGGT?5S0u~4>Uc4w!Q7Az0{^L{G!T=)0O4r
zW`k;_nC+xKv&FR7wp-TcEY$Fmp^>9B`zlC0(oz?dDpciO2dyH5CjoOWq~_yJ95EGj
zvUVx8$QM3PKGG`LQuSFY31R&SDk#O4Txba9kqo@(aTpBfPPuQ9-3{4ex?!|0eJr?+
zTW$FL57jqXtn-Row8s-*+X=G~?{9`1M((WL+QK0gh^vFvlEXcob=aRNfHBPLz!`#(
zEAu8~CCcB2IV<@{Mx;Hf9YEIuRXIkQz&%{<3B1i9P(=#Fa@c|ysmMQz0Gh6|FnlBo
z8-Uu@ko<M^DFG)S^d%sKBH=_004bU$`#>(XAlI_zGzuGVy|ZHlRCsy>G7a31)4D(d
zXm1KFapc0Y&0nt*$NZT;-}39c@nJHYv7EY<gZwRbk##*n8%K^e#bJ0f(Wn}kwyqf}
zx;};38IFt^v2GZtW7`%qlM9_wncyR%#YK2_hLX5SiQ266gEm4=(uymWl*GnSH?X&e
z31e3<W|9v}X2X)6h}*f9r#7J!DDO_9z|0K%DbX`rhzz?#28l^Z3>f89rhgEgic~JB
z!%YJ2IEw~Oq~yi=mu@VWik@JYl2axz0m=2x4l(0>oyboMQWN5fWv&aB^u0OqZPa`=
zNGu?S96?&sT*lHwRH{i(Dio-_Z8f8MylBvqI_SWz)0p_y80?2Nx(&1Zl~%27hO7Ha
z)i9%|a@=Bjs_RXX*asDUJ6BzTEN6Rt`CWMkG+Psl?izbAk8a8(b$ZWFUpL?VyGPgz
z|Iewt@OWt<9f*$B9Q!w=WIsb-t7IZkTrzd}D9sa5y<DBzPwh7e#OVqO{Y6vskd#I?
zp;|>Wb&tv_%>flvA*qE$f`f`0vmnm>MIZJNuT_N@uvY?<He-0ssfxOE{F|W7fi%$v
z$Qs07#J;YqWh<P)F24hU%~d)`%eR6e<~ilmZszS#aPW8(&#0()T`uD!QU{cM6)<rE
zI{i&cV*Jxw>EGn3%LKvvT>sh|Tl_Az|21D{OdU+Pb?0>alReYyc33$_%=lnS{5Ua(
z#eSHFCj@4A6skQb27GKBjaYsr;9VtN=);RBl2a}Zzd*`BhMXBnmxYvxv21Rm${U|E
zsdm04#j#6S{`VX2kmne7aD-C>K-MdACh|A?3t!ZFDMun9)X)o2fuxKDwsxIbZ6Xje
z3*TU1E=I{;A2aHx#K+nvmH_DOx`*uk>2W@>A+)pUcvT_Yv5^tlGD*+O{apF4&H9L;
z6aA#e?Qmly8-myW@Z9|6vV*(AZeSJEdHqGc>qPdQ_arq>%nj#KK2GPflfQ0KaY(Ny
z!&a~SAT%S4b9_~5%Y!*}5^m0O>dhu0HtBb#+Lv<E<6o#mtPQQsX*c9<;IGU5t7a5e
zK)f(?X=$6z{t#HN{z2^sJ$%%h#KM@kQ}^xj+44ucLewlq3Nt;J2uP$<{)qSRd_DMb
zpAH($vllFj{BR^*mCSsRqlyBsG%XGzsip6V^kSeEwEG4{U0g@#r(JNJd#H`WV28DO
zpqAXfeZYl6rT)p|A~9ut+T+pA@Z44}avxLD)NnYJTx+e(!uIxMttX4i?e(m%#zHZh
z$}LOkKCi=hv+QAHyc_O`nEq4obIP}!<m=C|I}dJupwl=3%yGF+b_kf*BfU|*MgFd6
zu!Nz|*ZUjKF#AB=)q--wMGsuu%KpYsAqt4NbbAs&?DD9f_;f`e&w9TetVwfxDhvSn
zLhH*KAlU42t-xF#X&qGm^kArvj&YqW;pwoP#y6|6xtzA(@InMKF}CHGi&=x(=GTd+
z$P}wib0g=k7m-<!dHOFgQC+W$mg0{K41QHwpqi8bYTODOH+q*G$!5o^GTapPui1=$
zU@sTqN&1kxu&Ic;K9KBkgYBjScHgKKUGxS+h3*vTN6*(Ne!5X?R=16~$`dt&YTECV
zwChflQwVaE9UydxJ){a5VmB<fDY!}u{AIpS*-({f=Nd~nrBi5-Yl@5jmj&gFs*?O`
zDVF@lQ7d|Y!XcJLmFEja$7%?3u?oqtiP<R(i-fEvS#l<|Ta`nxK3OKQC&hl^QPPsn
zB!T7-8M>K=x$ry<Lb~QrExY21TN!%jZv(-!8l1<`BIU{gaNB4eVkE{JhgXWj85tp^
z(=Qh)HmF{LZld-!s6@7yoVK;5U9ns(D+Tv8q^$HlUzh4P;#RAzrr$)uY<QsUsrp3U
z4BBEhB(0jHmb?-(EhWEWAa9M;a;7nZd)|Iro|&2auXC;YY(?gKDwEUsP&uk*tZEYx
zCAj%xf&3KhZ25HErDty2l7|LtUv9|P5F{lC(`1D(m`b<?>}s;qW#?QF-bJb^R1Zf;
z3~9r(9BoMuX`{?il~>XzP{TL@LO_Ys6rfIO-!1_$*u-7kMi8CXpynx?+d0-R4%%|i
z{)U>Wc;{G*Pf;H2&=>CE2z%?TZP<rQ-9cP_?JgCvK%DNue8gr8w}<;@sw@i<7rS!o
zOw`+c0sbMmjXhyl_umG_dSgXR$J)NkpD$a$cCCTp05qsK^$k?FJGUjrz1Dl@hY~hH
zmGFJob8Ood=oV^xL%e;|vT>gcEW?<3)vonn^Ie)U1%ADm^eZ-nShS8Ypmqo5+zq3W
z@dV|6C~LVmsQ(U7Bn(@^p>Ek+;qvP@l69g-jMN<xo7RPvvZvK_ZAKD(>wUAk#-`W%
zlFlMQ;YzTW<*p`=Z?!kcH(PL$hUVgSF4d;ThbW-4BO-ewlP!sVE(E(X&VRgu(gzbZ
zBErK9pqTEz)T`8=l^TI}K9<F11P-+$zp<g;ru(N><+~gAVh3rrS}=y=vRX^#Oe1P8
zzE5w<UhMQ#?g1=ME7H<bRhSHwRlngrsaOl=ZuMa+6dAC#Lmc*2fU`L$ctrok_b|sy
znqRs+d)pDefM3J=F#i<xm%d8bp!KM@m7`TCFLJYD^rNTKH(t=ebJbka&%>O}ysP<E
z7)B<ry3HF<v5{xUYy14Ar_tAFS&g)bTd%18L%k=}iuC__`{_Y=dl;MRDYuCHj1j{T
z?&11s>Pc~Xi;Fm>V$DZ~2^G|ZbV^UoOgxvAelg1>)LavGcJdv#zlWZ6P(i^})l%bg
z!%0_QM9dpgE|$xPHB*}^|Gqi->UlPvvvwL+diCkx!U<iJRDK7qpCtu&{85p>rIkd0
zJzepK3?7%f-?@_$#Y+yIPe3;n*gz2BFT{^@QlPufGo*k&DgY9ZSD6DieD^OZg-I!>
zv%pCv&xK-9w9ASv&MmXRN{2g2D}|cM|7nQ425gz|kNV>O_%hmTIo-H5g`Ml!99!tY
zM2jgz_*%I$e8lkN@Yy&*oJuk_e4YMj3J?9(IxO$Maa1i0^+tRW$^<@YyZjMo@*(s>
zJXd8fV~v^R3)2lLzJo7Vo9#w;mlx1xJ(L&hf*ZfO)xj92pQYH0MvR&Lp7KZC%W5F}
z3lvxx<byd_QQ(MSJ3^nI5Nw1usZSKAAA(k2(XT%Tahp3MALKgkZX=k$|MiCpNZkA6
zEYeS9m3Y)M_h>DN#Xpu`*?(`Kdx%Q06=0L*`QX?es0EBV?SH1-7+L-oX*Wp)c_C#%
zYDpDgK{rD?7jZ);6H{du6Ixl5|76Yn6M17Gp#6Ow2kS5H#>(=4;cjfKtZcuSo1n9?
zsh!JzRQ%tNxBn>q7xKpVTaa`yw6Qc6v@^FcCHUpolwC}1)d(1w*#95I8!N+arLcve
zld`D`1-&4>7`-^X1id7^481J9JiP+F61_6L3cabNxrGb8nWdX4y@jWPg{d9Aou!>A
zz5Va$Z0hz~bhh-McXlu|Hl=rQx2N|qb+V`YFLaKXfQ{|9bCmx7qjPM(=-hua{XZ!}
zF-sd4Qzv>c8$%aU5mRG(6Vu=Kay4@CbTFk?`Mod-{}(&Q!NA1F=j`HSYG@1Pk*TTz
ztDv%i>KC{5;-=Y*ZQxn4)?~jE4hIQ%C@xT*-wFYGR3d-^1FG(}l)}HIYlz6$I7aes
zX%JBwdv4iCNIO5@f~fBv84Ri575I<D5=%-WFi~h|5wHD8Z=pNmmCVW1ruR(Si_Z!7
z4)4oc@?uoJB^LqdNW6j}O#?Z06`6DM7D~F={cCC@mzEBZ<8tfBmOX=9(O_9}GkrqS
zdldDjNX?1CeCqu@fP`g8o{xRXQoVJHZg_Z96x3ZbweX+O+uQIEMkNV`lp6-<HC48b
zwnehSWYiSxm%rLEZVi+&5)_n(XhF6?OE%2f)I4(ik_>;-{(u_w12OkmutK|4%$d-!
zYDL)!y~zQYuxn35yGeVd)rpLjty^zf(l9}X;?G882wd04SE@Bg)+R$fZ<*~K)m}0X
zCLNOXW}|TagrG3FT{p%%#5F8xkRlBK;Om++ug93sku#_n&iGXfnbo6s&ad{*Pm)c1
zD@EqBKuV7B%dTbqO-M`0LdGQ?td4|+jSDX<EmA>v0(v4sl?hQYRN+7s6jh`yvyc*|
z&9|^(eBvo8Qc1=?k}oS0715xIDKF5nh}{-Ang2Nbjepb-)zC?{lIY%NtI$0qgi7(7
zpfUDM`W@Sv(TuK9%DK*)=qyt@N)2(jAM4;k+Z*$T-6_oUf<ys5JM1zZ$4(rt28FN=
z64z<gWjs{Q8khC{$be#y4e_S9ba`ihGzSL;cU%%+VL%wvZCn|EpnV+U;vt*mMGP3z
zy!H``k;aeqVNy8G3FpScSPB3JJ6M6q3qoc(PFZT8;?y__4kN!NMRkL0BfV(Wr3DAj
zV!VPBxM)O!MGyOGNUc_eI3W<YfCOEi?p##$tmS1*_(O)St#2lN0!3{q{nJdS6y~LK
z6GW;E6a4|&^J*zLB>wt{CEKun8CR8uOjAUMQSln>WgrCMU+ATPIiR4}gj3lCfExgy
zI>u!}jm;@@;HLT+*=U$4cPLvpdaf!I4|f+K<~!+k-|EhWZ55A|7L<ecl}}kz+JCw!
z+t-o;qD<%7=i{L_71QLn{JWfhItxORJ~ZAY$U^|fgu#460CBU}I@k@0Iv54=ohael
zifc3nz*gIDr2&psOOO_UM<z3jsxc7!!U*?ki83p|GWdy|y6dDvmKz(67D4kWj8Rig
zVw&UH*FpErM%e+0F=pEmoZ*geP$~VaYi_Jv@_i6RODw#eH=kFP`UV}cA(t<MjyB3`
z`m_0NcEsuXE4Vo2GtAjj@OG)A+`AHLw5QAE;)8s14E;bV51Yk_cl_&l)we4@1$LTm
zE}MC-sKJ}HrQYVZEW?~#KQt%?8Nog^HUa!kKbD#nQoXY6?YP(0s=h9!=N>0~8Yl}8
zkGNPG%Bxrx_In$DJa6GZ>^)FBmkQ1!9u%excjrbB5ekDx!{`)(nA(j+GxT^P`P7}|
z;H~Xl^xrP+OW0AD9tg|{4^vMUaPx&Zsg{ZTMdG}6n_swJ$F_oFIc%ktmr?Y14YfYJ
z<2#Gh^L`qvBu?V1CA3OG_jR2?0}*D*CBn8nprlJI9hof^6_DSQjvM7|CS%~evFJ{R
z?MR1*N$jFGlGpiks>rtj_`h*SjSLgumVKbP6oP5MMpH<%FPGT9I3)~s_aA}I1EAql
z=Wl{>-g!N_AsEnhS%(v~GrP4ioT<*N=yIO!Mz8%(3I3hZgeimz9dUT2qO5egN&H+W
z!^Xgp6Cy-M-Q90qY+kDK3d4sk2<0m$<{K%2b?>RJ))0k&$}H$do+Z*l`XKla4phGZ
zfN`Kzx2G~3Fu^A<A1JUK?Z8E*5C9|B&WSu=J{|JjDbsyxZKHD6WNRwxB;PJmah}Ic
z(uJ9FL1ccxxrjgN-(YBN^jDbIu(-O!TJ`Ai2J+Noi+r8Or#_xj#(xEUG!}H#)D#df
zGxso1Q~y};_fd_6ZO)Rje>1Ija5@@K7r(w{X1IIyqrgq|%c3KS0QwT73Y36B?P581
zR~)?q+uA>E_0x6VoLtb0oHP9ERO1XaLV2wO5S;*red?K8QR~st)s6|Y(1EetztGv0
zZ?@4$dVM>n({>-mgDn(8<h&l}!(4})LV6Wzhe<c*8S=){r9Nv=a{{f}J!F74V&}~Y
zP|X>j=IJC2X7Sm>lTtG@qPr%fzs9{*T$$Yo{4#bxiyJYiJHu8N@8Wr7{Ry7mebgy>
zSfei>gaA=H%0%PVaiM2$$b6h3$GY2P;WGfg*(BW=_&DL?eow*qj1_5TkZ56TU#}JI
zA$~C!-c#XZxI8GhYPr7XKHWmAsELxAl9SO*ZJkE2kFO}l-il3Xtw;!&AUC*+@boRP
zk=naQ903}nj8&JYa9W}4Dv6~|sYV{h{{lxqY0~_kWed~)s%+5^*HTpyqZV|sG_;Xb
z`R`JNmWB2Ipz}GInf^yOpY6XZmH$mR|38Gu|2mw{{=cU%*nbtqe>DC7P#7}5{H2Qp
zBLOoD2Pe~i2@Fm~#{W@aEOtS9pop$>=&Ab3zUc72q@~G`F+-*a5J3JBAelmp{}={A
zh7>>KLskGGsRW8FJ+1bD#=G#UgCR8Fcn(%oTL}))twDv?K%db~cGcuzVE$>bGBa{`
z`S9C$_~4)U@%&y;S=!iI+FH8#>Q==?5Q9ilq~4$XbC)D7h4^9Hj#O^hfIg%1ce|$z
zjnK#Mxg70kZkO9X82E;mM6S(kZF8unXTKZiPvJHMr2e#S<NLbHPbS)*;mY(C7Uya1
z9)53xJnc+}+8rJa1A1rDy+EwXlNs$zC*NaF?!9l?sK3+MY1=tJ?tea`&}KUQ(tM*G
zu-@T=gVz(&qB5W&sriGxI3e!3QfY1NBvIG8MMj^Yz5Lc9i%sWRM(_f^-2O!Wkm88&
zQTXktkB*GQqvtJ_DDV~7I{BS5du2BtLbtXPD<gP8UG+cA(Yb(h1<VYncFX}T{;qR*
zEHJzvsziGPG7`dz2NJaBNLE2OzM(Irn+lK~DR%D^U2xv@LhMAq6R^FNa|)g;h+n{T
znh+VX!oUh3EhyV@<0Pv@o=#c(k;?^)XOS9VT8gcd-3zbfcmw?+;2e77U5SYA3)X6J
z<$WnXIiL8>A=Nj7uf<F5w(j`~2b8t)P6jMMy#lOv9j)xny)gvo+Tn(K3+hfe_@wq7
zUdVnEYVJ2}Dzr`<l!=^UJVNDzvB2{N!0mT?fQ+G@D;q11Bw%Md@^1cG&W1h@EC>1p
z%NZs)@I8r~^W5hdu^?@i;C=z(A0=jCCoTmr0@f}9tM;cAo%YO5oRY-u?j#lkNm8J?
z?1e67j7GfYmNBgB_od|Q+K<N6R-NeWhn0j9K<^&WMcO`cKcZibkb3ZBi+RNt9U|I+
zGW8;V^s<3Zf&1)$yZ<1J-1!+1k++V#nZHRJ$=%D01EECZfzJ(`wyeU~m+zT<GJmpt
zQ)5b*#e<KDZ_>Y(yzxsi?^V?ZM$KKFYCgg?AAEZdbz{x^Qu}5;=-v4EBjk7HCJbpp
zXo)qgp1=ES**_6h$sVRYW&6qY*zOukZ0|Mh<Hqcjippdyh;9eKFur(C5j`4!PeHuU
zn-@-rX$**)dyDsUcu;Esuf%+~{b2Y*a)z&NlapSFKRLg#exUV<AlMQ>Bz|Mcv_fj}
z7o+r}!iOL><YPNy?wMf|2m3nu)sYnkfBQ?>oHq<MM!rH`9>`x&cH2}|=`Innk+M<s
z5T>KZ&dk9~Jifw4xTCoEW%3Vc$F9bjO}x+PM?qO0fzkR)p~U!+n?VI`u6i9i=CD^m
zS|1LGcp%~cCntNMZ=HO24erf80lrDGKWgp_d*``dsWBSTK-T_wCv=-YV8U;(7DmvJ
zZ;WmgW_8MTpO8$CYI35h560|bwUSkbXiwRmApL$_!8gS>MX$kEl{)*w-gx+iN8S)W
zVf;vcAbu!+$`t53$$V(2_Kh5qRtdj_&&gpE$s~}Az|Q0>dmfAP5L+Ka8{v85+P`iw
z?SRz>u7us=nYP8h1-=13d4Q+(hLLtv?oql!DhIAe^jr0CB*69^PkHcxb$UeH;-gFm
z*wNyKljeZt$$i=9#`u9{QGbZIM({)3KY%yiyypJcljui~ErueN{W1TJy_gzlTbZT2
zX8HRnKIh#T#QTc#hRP1uy377akcW2U1fQqxJaNa>7`I4JsKaCf%7+)01K7m?n!0b_
zhO$4(v6~NdU2{s-82^cx1<ctEx)pVD>pX{B3R5GRlTR*4<pm)<NHiCsPx$agI~cfu
zxR(>!QZe}U4>|MHY_pe_z)y5rlzI+QPY~Z}rteffUf<dH?V+E92cE<Lcm2=b61LnW
zA=)2u9&|?!tjK$FfsU#psW%;qm0-0p@T_M1!ViMez`jilj(yN+Okf{IRF*;D+AVOe
zAaJ;JcqTtoi#q;XH%F*50cTKXuqt4$_ohP<7Tzb4c79fLTFI>#uOPnFOf6`4A1L4G
zYZ3Xqm@!rhOsK#^pYRcgfiXx!k8<)gp>5KnvFC|1=+#&w`gfpa{efwMJ%siCo?x<q
z^WWs<+PzyLxrR654YL$3XxsPF9{nksiYk9`#Gea8ohNpE<qIOp^o#m61Rs>5W<6Xm
zzLbz=WhmiT<aYV{KB@&}O_a(*tfi*Gc{U+6W&yRS1%Ecn;j_3*YxQ_fBg+GUsXo*n
zY3Zr27CH*mXZAf5<NAX%SojlDD?)@h`vP`Oo?3O~!nTUFek}+T6JQf5ZgKibTgjL@
z6{QEUkbP*Jj#7Bf{7lGj{;gdJ7z+gp576Hv&0=Y?U)^VOJ$62m^FF!AcU6$9HBqT7
zHE2{sSVSBQ5NUyD^VOm4ZiI=RHx6=w#hKo+fn@+rPlZ4?V%>BaY5}oZu}17w9NU&z
z;()bm7^{Seg|bodM$O?3LF6Ll{vofofq#bShat#L2lR$u`e&#B>2IPT+mDVZCLX_=
z&&qs4LMBsLg^4ygRdu16*(+==ZbqtLBGHd!t~;yn{O=D33t`=e#lzV~?nWc;ka&yD
zmBL)*aI2-9$@Jv=ItY71EZ+cH*a@7phaJbomm|8J9llma+s7I}OVKd5enE$Jv&}LR
zH~F#~e}?o$J69{Xj&%M2b_-0HxIHLIY<6Ye!su}OI><Ie+~R4*Y>QNnzH(tGo~2GM
z>EUSnXeTW+Rv^naEhLMjt6j!U4ZcK{;5U}-MDn_XT|O5=Sq3Lf>qtbij8@l5iFNnH
z%p=Y39-#T~E#o>ffTT9=*+th_!AkBBG5Pa;nquO}Xpm3|iw0H<Nn4QZGXARc_X666
z4`KG#CBs%KMsNxyenNQL&3w4rk+UaA!g8@j+8?1_zyxRip3l+ANkqo-Z)nB%dr9<)
zzBii8@DXHD(PYuWJOO2l1A^wA7W2DuIHU*~WmXFSUkjjJH?yq(BmsXrI?`KPT&{Fb
z?ug}xrn6tV0jiO(i$pJ#Am(v$?h<oF#jBXryZGXM7{bAcJO8?x+A!SptD)RZe5w-=
z^70#Bj=g9mE*l4v*U_s=t)Yl9cw<hPZbLff*EE<8m=s6Yx(#4VfTXvsp*Q(SH|tEU
zin339FK6_hmt2?$K(&c@EgMfBn_gP=Me^q6&ygr@*~25%@~4NU*}n+DyNMTYy=MQl
zTN!N*42FN>bIQf`Yxz2Ea2m8<y$NYx9C)&2Q%j*_vnuhE6rUFoxL5Mhx&(Q^<Dv6#
zz5ZvyX<HLqU`!6UpA_!TG<a~4b`yX15N%)o4%0GoD^)cRrDLr*1#}ANt=3l-Gfr^e
zmIb$fA`P@G16CjJ0TQ5qz^)<pwa9E19B7lt*YM^FRXY5REL+gn>@cA#N`lF0^7{3n
zF_Gd*QaX0H9T@3IULMuE-^&Yo>E)<tkC)frCb};y-qL^skhvUa1t%=c4i6u=k1>!h
z&7_uN<qwdWvIbB`d+vpwucIH>aXjdXsR7<@8>R+`hbh=!1>kN-FC)F;mqBwT1~EY<
zDqv(2!WA=v+ZRb`uw%gOzk#9wITO7Mc=z6qEb|JK=djxR0mTB*vmjR*w^ykGmVy<1
zY74}|hW4PnjoFYRCk=RAyORcu5NxnU1#cE~Iy*t>YkJ6yva{Z(i_W<x1_37nO^r7`
z%jRUsXl^~6v*wJA)W6(wGm7qqKO>sg3h8C+*+p^xw$EyT{7SF6g`sZ-le`{~xb!M6
zi`$K-O(m9yzI5L+z2QOnjMs~o7WLIuM-H2*UJ{$zSz-}wMJlVMaB8(iv&+!r-#6*h
z$9XV%twPy!es?|T2DY-YHp`*%V$LoxSqy%!)7IBr)CY4qEbb%!b>kSe9!#8ozo^V7
zEVS8eMtRMT>p#z)>z|}r(3u(SCVtWjIJQm`lYhxtJ;pK<i>Mom9Lz%4ywAo-X{nFd
zSzq3N;=2n7=5gc12C|0pJlL(`LQ3YhodIj2Fk*g6vVU4mzWpb3F?j=(KoL^E!gc^z
zLZ~;fA428vj=gf36(Cj$XtR;|dQlxXZGi{8z|q&N-BYx{Uk+JjAxJBibM>H1*^`MC
zJXnIE`y5fvpA@w6E<>F_#w96;DDn}wD+GU6SK!Iak1(kNpc{>~T&)2QeNB9`ENaui
z-9d>#{do+Fqzc2rX@Ey^6x_MtmH52%DC1rf;<=gT<}T9<Ztj@TTMKU3*3WbrD&ubE
z#qJl_tJm8V=kr&q5od0zqb@CgXLi2h3t`@{k}aS^XUllBwnbG&bi7=vQ*C>sTMW0R
z3dT+_nv9{dX5=SAkQ9HAnZ;eEyV?2G+7BQ`h<~9dV8Vg20vtQ$4JmMH647oUHxx4c
zMCUW+!%e-YDwmO6#Y5so>~Ta2oHvN(p7@^Jr$d+_&c!7KHvvwdBaq~p-0(vfn-as1
zc%SgfLtqu4BCK(k-*>?YyhlZe@BwI&+AetxSVE}|6&n3es5s>HsCvn5PE-cSA}TSk
zuy0gV`HN>D&`ARPrvS4Tc@)6S-4gswdBdGIpukALa<^1i2M_Ddcxz{~MUDgbiETwX
z{xyOBR>jZ&H~0&geLe_Et&2j10t*FlE{l*Rm?+4pZNRozl|r-N8YC$oXe*2rYNVK6
z$URqbi=sURS2Cmm%%KT3PjPUjMHDO~yqmDX57Rxsa9q+(!?Wu>lC?f@kMR}tY-p};
zO6MXPR6(B@N8BzJsut=x5(j<!&h=DFm~yb~A;c~nj4Nca6~#f`WPlSnN&*g{r>%3p
zTk9C%V>zJU4BI28b&g0JW_&k6<wz(HuvKFuY%35!shb72kw~0v55AivYR7?HfCXxY
zC$&Ih<W?;pfz}XO6;QZZ9VawEzN*bT%x@(&KPW*d*C_GK3Hl%EVfw*!1L`)oS{Gb{
zGp^ow*KqQcIauG3g*x6<H5CvHZ-KZM3aA#m!KyIF3zE%u3_IKYD)#+l*w!Yf7QJBY
zgI3mXZQ)kck*Y8Ue*sbI<qi6cs>QC>C)Le%=oYqvWemHR{birc@;#`o;KSw^8e>^l
z>u0!PA@D2IV1W+}Njd`-bPqmsmwv=jc>&2fUR*9q&$H=n1lxyaG}V$9Z&(Ulu2-ph
zBAr*F_&re<EGT#oFT~YT(blmj2Vm;oDPtzU33WtGK}kXMI2|0gGiF8oJNwIjd$1mF
zTwOtgEwd&Up^=4oaLdMkG)*wB#QRWm)k29b_3)h2N+G5~-N_xSj`hz-m=d8<;HKT|
zs9Q$ga^TcQ52OD_4CYv{sS|h`@(}=Gv*|kbM)w4y`|iiOQCNSl?yDZke&B@zY2+S7
z<Ch}y#!XZZ*!tgK^=F#KBHKPohqNYIH5|Th+Q;&*y_+EOfgEsdh=3eW_>i4BE{{z#
zKj>JV4*pNG+vQtoQd}?&CywR7JkHX(YVe@1fet-WUH0Ax@b!N7c{6_xT?Y{l!}u%<
zshrkg%x4#C4<#F~SE<&W+TF_9ZJ3u${AxHo<Z7vxbLpBj{A*a@@RB|v44XItZwrz^
zJC3G&;F*P}qAR5;7QJ)w6saMlYLvfDg#m{wtFYyLMhuuJ!F>c+9>9zQ!41T&VsXm!
z8<b4u+J}}?%o?PPWR@+N2Ec&e1be$;NpneIyK@l*4RfcOTKoHl65whCL5M`c4*h&s
zG1*KcbNqbm!cwwQDud$Wg^=ni*L|<CTpZ~HEiMKS{9F!^c<UIsZ9%{g#v8*Mz>Tz<
z9^SgR_wDMc-W6BDHYo#PUt#5p$|L@tp7g=aNE_nv)v`QE%Bd7Z0#qe-F8e1eX$}DX
zF*7SL+yOs=8SU%9n*^V(QzTxQ*esRRb}r!A!|#N!Kfv#RBcH)f%mIeQU-4!TMIXHJ
z*XSV^dHQ^|xj8fi6c^|zrps|7jXT-LpXr9)_Ya!*aiQs&Ic9OoT{9Jmr^qq&eAjA^
zR2L8B9VyR}Fh;sTf~QDO^>nLoL6y=7ADXF_{BD$EE^SQ}6IGXzINx>h3|k{UWE&$s
zVDE!JEj`7AcO2W?wRUd2vV$yQR_VDcWOmxDGZ_|HMV8)XE2c~=b;FtsCv$FQ%K3Ej
zEHsSVOfnnHwcq@i)g>k1Vxd=pPpryTFN+tl1M6Vtz}7^}VM|xIjCq~=_2ygaPnGwO
zKYM1#r&Hr+4Pq*vVGF2_j}Y&bQ2%)#zC%3I40`woUEu*^DS<okTfZO`0DZ1wj8<Xq
ztEIvkO>#4=cpL8$cu>m|8h6qeM#4z`%bQi^1%JVjkq?xaQ$|a-oyff3=3roVK;Tc|
zEb2GZHi3w2skG6H=wy8eEBav_fQM_UEQF9>xjX*320yVvdY?3$qJ@Z&Ly^VHDh-A3
zjw9)t6ML7609-Q`Glm`fI1BFD-39Q9KWOKgH&%W8M`O<Q&Hbfrww|W~r8Sn<r2%gU
zA$Q&?V)2LqRBj+eR^^D`LurMVez6Oh;fTX-ev^Rd#uGdL5#H_G+*mm&fT`1Hvi_Lj
zAnA-os>>f)>4841wHvD9TqnsKDE5vd)Yhz{jY2i+bP68B{T@u0D=l#lr^MRA#+kqZ
zWlw;rn@0_*HXG<RmRpY7YD2$n$S6>;QHcB38ll7qYs7J84R8BArUD(Ci#}VKK3jN6
zbxGCN>i`UgxcNTP57jguBtv@W^^w;fgZt|?bO}^lWS=8D(*wglidH}Sywj!LZsJ+E
zM=~^N-E_u&UN)pqfwVr~$Rza)A{iGav>Dgu!<yz-lU|ie6$9Pcb}WqtG+dc61AkX*
zqlU;dY4xKSc}{0z5{u5t51)k-XnP96G&8k~Tq#MOfZ@cQ=qfr4gbpl>WJ|~mn&0Zf
z;jea^zUR=nX1_DNxy}O=_>jF3c0=NdLt(YZ0~Yd8yX``H!8oh_F#uI31jTW$hKl$q
z0z8<532$32$Px(18Wz6^PSCMvbx`9~FH+01(yBOFoOWI{tGQh0sI*U;p#04R_^x`%
z&$m}TKkm1AcQ9ce74tOJiIwe*Akm1KJ&{*>P5Q{FdX{k`_9@5FlVtwVvpNf4??LC=
z5j+xy4~{3GtekVtwnt&W1}?uPYyl;u{z<6k5ISiVx0&!BZI}Sm9+$7!Oo+@Iv`L1%
zNah8T0ss{!?22<OpM$VU{QZ$d*PA8cRU#jN2lJ}*f*C{9RU{Qhuw;_Y%De13fq%0`
zXT`?~0b)m-e%GU99*-S~8;KhIM5DJUW5>8{<U2$(nm8wIg=4H!;3EvIjPq3OwNuzD
zWSQsKY@A@7SHoDFu0vkUv~93OvrTTRu78(JWFKXZz0>gC5xPNh(Ux$(%_LS&h3u)l
zx*RRA>k5st6b~1^f#&tr%<=(n!a@_5GXaClP9qLm%Kv3Z;pz&vv|UrVc-0Jy9g)x(
z^iS9|HRZXXtWF}EL{9g0cv{t#Rv4}G?lhy~hU@lmy-A+m_h4NS_7HaRfI2&)jy;Vl
zMTSg&({<<Jb?>lCKWpUSHi-VjK3~Zb3&I1^q9k{#efZ2w`%TD?w=HSYemCc!E?Oke
zp*}zsq^G=gj`}eRp%@7i4lW59pnKLfI#*Ck0h*Y?K=Vb>$<(s{^ne|*eNBtbgmF&0
zH$4|x<Q5ZtpQ;nl^Wb2yApoXVTI``$ZfRA{;LJ*%v{_Z@GdI-3ZjdZeNq_f*$*Iiu
z7F+rHtF$mgpV`9pb%j_jOK_*^7ugSThu%wN?j+ezX;|4qC`qTJUbFcftyERi+<0XO
zMYN|`xI6@2Y$&Z=nNbmOymNvu7i2{qJle{2h`D|Oby9o0k|#$Mr`XuW^yLvL%7?^i
z@bpW!e!S8NHS96IlW4m}?$O2gB)ozbyI^f)MMkVK75F7)n5dsK%jBH1htq}Cfk!{!
zkidPyy>Jf+ueDn#1uV;QX4yI#mZ`c;gPuOeim%!)<DZeh2fqcxg9kVyfERvo*s^{9
zqG@8te>(tGFpKwLC`$y9HDF)U2DA1M@0>C)-vs7xWw?hCT?e)pLBKbB?_lA11CbGu
zmd~AltHqtM@CmRI!c^Ba88#o~V=%vNnB+X168D54t<Li4YxDpOBNdC#DynX3syP=n
z9M%oW<3deq^VD{lC3w;oH2;mWdkpR+3fKgH;~U$y^N(#iH@0mjH@0otwr$%sZ)|7t
zzPmH^&dl!A)>L(Mb$>Yhtxwg{ea`PmO!ECI1!Ai#t%zuMFhu3Q_5OTI2KmS24DJ9F
z4lC_PaXSx>I*9D`;a8L0?lU!m*AIcS^K}~)q55?mG;%J~;R0Ko?)5Nih_Bmma{_N|
zpZWJWLc3`O$9q3H&C6G@xQKUetC!MVD}^v~?qrGbt4kn|vSL`KHo!v|rD4ekmQoU4
zm0~o+9W)5<ICSms(T{LWY5XG{r9i20%aBy*9S4wyU9YO58o<d5@xb*Q{}$h+z=H-T
z3YxF^L*FsQax7!gJ?xTXt?Zj|s8dL1H*H_TT;pQHXluWX^-`pc$Q*qeHD}a(gA{yX
zAc=;nvx`s+tvcCi+c9>y-vu#-JSuj421YLl6l~tiHZz-SA$+eOyR1=kjIkiY5NTi$
z*&7PrmYW%DetdA*{j%<6yAk+(gwWY~D`u^{>36-IpsW@du4Jkm%2xQOa-u$-sb^2Y
zvv3G14+iYtxPRmv4aK&k9%-i_f}UDLNSZHfi82-;V+p_0VE1`7vYZrUzaBM(n}Ig@
zQwcHixxcc~(|)tg!MBn8adEj*d?T~{&PMLt{3L%ueE8<v;Nx;Xwced_(ma)R`=@5s
z_KH3IV}+dlv`#NWi+>GADR9Kp47+)sKHHB2hXUrz#ELb5A3U%#cA+wmKD=B>DJ@Gu
z2rsFe1-_s%WQ|g8xD?0dzV(gkY5Qg#_GHlzHZhh5{q2Tc!WH%&cA<Eq#0<KPV;*M!
z_#LNesFtyHu9otpc~7QAW}c!Mx)ivGKQJyyu<asHSPsPukv1i}c1~WF9vQ>*R}Vt~
zl@38wCN9$p?WZ%>I=ZzArc7Unya4rpW~NW}xwf-ronRPde^PtLI@3VIV#D@;$L2%k
zhz$P88NsW^fw>~+`jZyAF_V+=L!hhC;>Au56{q9^Cyk%05Ns@kJkoj@hUi_aOjR!E
z&@}!TtwYL_dxRKWChOmG8pfBK&8O*qvfCdihif6WpH?dnS*Qos7%lr@Bg>mNFnnwE
zxzDTH0o|THE{1m*eAXPU#CTCF`z1c_i_m<Yvp3S(BgD^_+gZ2lo=OcM%05}kmowM{
zIt1BM8*%NUnV<mW+lR-_MFiCOmB;l|vK9spqx<#ngW-OJ$HQSw_K2Y{GQG*btxEr^
z5l;%U>4NfTqCK_FyhOsh#B#Fo080GQL}=a@?Ue3o)=)s|j1W*)C?!%x7~`DJ{o+K<
zV}e+clTWM;Z!h0)l~}clE^1q{=Aq6-4t85#4_)JukLD@R^TOA_7hp5T44q{J^-65B
zV{_9N&rw*x4x!N#^zT?kMVN-ZS*J1h-<o6sFA{G<!Stf_GlG5yds0SVv9->~j9ur>
z@|3?VsEWLnB~~W?91N`5qgI=Tbg!zBDGvU0167ZOiUwQ%8F1MAlOhiiAii@4JWe}H
zq=(iK#lgxj**bJonAu>J;&C}S_K)mg;1iB^`x_)#r~Q629sBEc)v;vMvd5~e`|_;m
zAKp;H5_WQ=`uB-3*>z*k>dnc5nis*V>P-=!%+=>3V)aMg=Lp_96b%UX0JkNt=n2W3
zXjkFd--O$f;gP75DBw<8>9Rk;)C-AZ#yNL!M3|@%gO18-<wzoZ{n$CmrRaEw<$r1J
zpfET{LKRSJ9@yXzBwsAD&A5;8n@qHBj+A!;T^XOTJ<*yP?laS$hSI2`7gc`|Pt1iM
z!QJGwUD>?eMjB2p;qrYA)Ob71AWAs*6aNbgKrmLn+5B8J0PBfxD(tqI`L)BSLayYz
zB!87G(}<>~o&ThAf^|F=bxym<`iQzmdRywQ!-5sa$sHyA=L8e^oKNPP`Fnxro@{$k
zlf8flnj2nam_RZfQZK+Po?tOx<W%K&&pdt%vgG&3oFSci<ig(s<mz}Kf4$#fnX3ZH
zXN-)gyep7ohXkxdkx}hig?VIQ8O(lseL2T%*1oN9k<JI83-V`;VH+m>WbHK?MaW3%
zfF?=dx3<Si*ZI&#0Y4ud{-T`{;2gJ#ijR}>8I`%zlTDL6Rc^THfnyz=Wyae&WfdEh
z7~BRNu4Z-d7T?b~NMhkV!qEN=H)_*ZIDe2pg&hUfssZX`w!+Wp-*f|rbSaL94t2ot
z`{HZ(5|<D&F1#<N9WVIL@H5cKkPtoi(eUIUac6(u{r=hXL=E?C^!@w5p)fXN9kKs)
z%b$SAjJNl?7iS)4Nj!BoRnNZDqo76xf)2%oIRxA?=>{Dxc!i_xvMMAZ!sDK+C;R&b
z4O|Qbvy)*?n8z9s7{4o$3T;j{DV#!KG6LM)HEvGBNr4xkMA)#HpsT-d)|+e`oo;>N
z5HJmCKIyf>*!?b2T!s;QyU}B7Dl7|Pu%4ir`n-*RuXcTTH;LWrgFWIh?2jG$W!%Y0
zLGYnW0G>qJEO`!JxCM0Hma^v1vE~6Cw!1msD1{zz*xv?Kj!V&*HJI&Q^}61Mecf69
z*rJ)hH==5F%4hL#lfx752@mKdV|9A-rF^!Mxk7?l#x-j{9;^2ssB(N}e%d2j+gypp
zZEGAU%8D=h?%zvLdCr^bZ7P!sQbzbb$z^+*B7=7LE$gvy@yWYj`bS)-=y=Tx(_+kA
zgzdyi2>$nsLk~0l?)nrULoUC8<9o7B{eq)86Q^37rV$ma>E`!6^NDh`dAD1Ce<sV*
z#s$3HvnJke-k=-;xwY+j_E_Xs<&yIg0Y*M6>Pn;IB2)b$3z1ZKc0n>agneTc6WkyJ
ztW_YNRpbSjRlWQIh8Mwxf9C9<bjz!bzGkINtZT!ukSMuvM5za;tHgJ4ou2%eJUx|(
z&*BW_;$ai!CFO~>K6~MZ5%@V$-S@jT+z&y|_P4#n#(<BHvz}$Zm(jujKH~gIg;dXw
z)Yk*U;I*mFzqb3Uk$BxLXNuR?<N+l|Uf_09PP;}_yXQKc{Gi)ELg`%A7Ng-X^hTH=
zX&p37#qp?U*B)z#!|u|guLB(C-|3ItWA)oD>dVldiI0qS12Hr!CC{@<?tF9vn8E>i
zyRe<7_itUo%v1yrP~`2KvMmEsVL;Of5tnGCoxyr^F4WChplXpL5xXrwY=7V$TX_&{
zxgc*$nOm5V9esNe-hY2xt(~zgH!;U_>{TCNCwSN$Y4=<xGCggJ9Jr9`qQkX23{OgC
zvp-cB-JPWsb-X>6y?%_zbyMcwFU0tn<XS#Po#JhgLJ<ZC#3PI-3R5|ZhQc5nMdK{#
z(8=tHnunW^h3`yGd;<oTm~YORL5yQrlOe4JR-sJ~_>vZQyY{NI+tThZa=r(MwLU^x
zS~G$II^vgRNT)hVQE0&_Ie#gj48d*T+ktBp*8S2owA15C$%%2e#6uDx>|fO?2<TIL
z2&B=n5l>`@Mistii4I^d%#E`PG+8?Bpyv|Z0rOS7&`!mLp8Yo#z6`7ti@bnRN#7!K
zJ7l7}MT%m$6daMp7NDAIW3fycqgwarM4}*3AfXqf?@5C20O2Jd%RIDLN{tqcneR!1
z^qB7G5VvtY8Z<2%Le{5~jW9JNKztLr0In=PJtgvrqePPf)hQU|uIiHL02|2RRnR<f
zIC~lAj))+fUgos!hA;$$%@$14&E)2Al9Rx-{=5(Q^JDtuYV~SU{XNCTbFY2#D}$l!
z-|&5a_@iU%{bcwt$V)n3PgKUniOWa+bNzB1vMrv^M6}_Ut){7p9`@`3Wb738u%ZvI
z@1(DD&w%o@<IigGvP`8=A_N0wUmCM`(BT8AVB25a#e3lVG_{E4iF?MZpiJ2FvrzJg
z3>IlLGxFMg8DDZRrP!DdSd8n985iwLo~3DZ-~!SGZfR-wY9~Q2`P5wr$w$n%2Z_k)
zP)+rDfsoALjzE!+q`;5JfY@u@zj=x%a4x(O#XfwQ7neBDhTOoFZ9uiXc`MKQ{xE^X
zDNj#5{zYj|$w?&}*<B0P`Y}$}VZ|Gnf7&147R<|t8Z@dQHv+eSZ>U;%T=TOi{9cek
z{mF9|PPvgTuy8hm*_X5Qkvb2VUB0r1rc=}}v=)~dX9jEUF}_{2*;rT`yPK;}aSDRl
zkEqKzvFj=F#^|VGjhl%9f5<_$ZwYgqFt+7~|2?fnsh4APlCiz$EczcQjQ*laBg5?F
zU_uBxfMJvirNR6w3nItL#hDiY1j>brb>UO+es&WGJ{8Jx0BTrZpH{a-fdQNAg#n$q
zr~eJXlDG%_wbMpW5S8e+rNgt0VCtmny~o%dFcDlfGyEKGtK&+8yMfEEbv}7drr9PC
z0CiYXEoV#R@7w7Tz}tzW^L_fYmjvF$44bSX>DDc2;qd(ai$*5k!7R|Pok4+8J@XHa
z(|5l&gfE9VJp?~GSkKl$`D7%@h)<??8A!g~c+~3C>;w+S%N@ML-fj`>$J=$teN~DE
z(^LF4sAO6kdehmEOmmPdqXzC}r$*QM7`DvMXSCQ6sU=><RYUOOJWRFW_1U6l81Jc=
zy__A(FTV0`m~9!%&hHM?8|Rix%o=Mqp><mj(TUYxWY)QZskhL6|M(pot$(?$@ys7w
z)kR!Yzcao{-l26K-w?wZzHMf9Dzlr_v0dtVQmn1L;)JwR*Yu1T7ps-ZY!P}=c1rXZ
z_1-^tm<+lMhR$g25e*aI7rU=wx`+-E<&}`*VN)o%fe#M<HsmHYgzaAxx3(&)4ek(F
z9k)ik5`edp%QbClnbo|CnH$ND>H5k=5EJR=_p?Q~da{Y>LOm$B%2#XaU}T-=VpKz}
z4vUPIVOm@-ZZC!?Igy6eEz(Y6(`{XDqHiX15xa?A_1Jzk<Sjt&;8d_}2BQK}wmts@
zN$OlVqeTM$&Aqo7l&OSq-wsCN|9y@AdrLsjo5JWQl#q{P>??IZigIsMvOS>aQyPYS
z=0j496+{4tN3v`mL*zq4-V%{=Jj$;SGi{kA{2_5}h4|lP(N<S*gdxD`b@8M;Z6T%3
zBwNymT2WVC*L?J^AA$_)ZtxLxzMdU{%9)8@DKv=K``WlfB&jLEW_2j)&G&j|{#{%M
z{`c0z*gywz>v7V`&5db_llR@?zNxB@_e#fDjNR_1+oLKQ&nCi-R@?D;LF?CI$KUC`
z9Woy`3*EbiOHx?)y>Zsc5AIi4Bu?`0KlHN@(i%B$iQm|NA-ck(0I5?`#~E#C*)eDj
zM^phqZE^FdndvvRAA4X4ZJcGiC*}Q`xXHg+z7kvR8~B-_2kZF-&_d~(<y>V!=4cQm
zfWedw;7b1FaU{##wfURzS-KgiH5MDSv(hrMw2!v-cFsCfHH>wv{|$Hr|HtWU?Ct1;
z+%ojH!Y$&_#o6#nX0BsuqiRDtZ?aKfW;2xs;eMhHk3IMgd`}kO5?M&5_wYEo0;C08
zoZy`G83t9@UdawRarNw!Yf%v{XcNa#VxPYyxKT(j13Vd@mLp{w*nP&Vd&mmKp|1uG
zgCy?cXZO&nn;i_!5WifHEXP0DS%{O(QgX+d)MJ&pVDeqjP8iz(qN`rWt+@o=cwQ_~
zZpr98yjF-QQFR(43wTaurmpIc9+Yj!k&8u=S;ePH!8%v4*C$G)>z6m9&8px!Q%dUc
z6Scu-LyCO=B~Gad=!Ym@G4n;40-itfq0<LOKD{~7;RrzZ6jkzf&<1tgM`wq&WIFa7
zJT}_{214Tlb#EtAOx`^<XG{s?i}2EP>FhpNQM%vzx7VzY5LF%7vfLVL_&u5%?gPbA
z@I9FyC!a64&SRIVu;zFwOl<pUm^FVp&ChI4CVjjDj+(hxwRpNKt@QVLy((0)&1_yX
z-|D&q#PE$?6E&S1_yv9K26-*xxy0{vXtR?3>MYVz?$JZs@Mhiy^Dab5qhd3<zx=Cw
z{*+fC{Ek)bl_2{J-JYxc{<`Xe&PAr#UJI5}VpYwE*6zK&lIpVE7ysGB6%W+cX}R+J
zU0C3S(rI&k#4*>=j?}Px*A%P@)0t84hkfC|!8c2viEpfC?4|HBNtK3B=Nv0^nST)(
zS2;zl&6-n+iT?hhdz^<bo7q&hk+(_|c%*eKO|?x;ZcVpiKr!)1E<aGH%gVP)$Mj2g
z$Fsajri`g#X)PYQf)OyQfuwZla|jKp4f9W)5B9mzHE>9*yMo`R%i?Xk45J^D0J>g7
z4xcA<FzPI~Hr|5*_%2=vUIz|b_3lqLU+~wXFESp1T@-L$5#m*VqB~!Bc$PtitavUM
zY)Q{eD;l5gqlJmBh%bpdn@*`Tt3Ih}+;jGLsmDTH)51TyTPw6E*kF-^(?mOpe=AC>
zcKr1DNkePX3PzYmO;EK;<Mg|L#AacX9#t3fjo-r3OrgvQ;Q)RMC-!cr{GzU3GiXZB
zgzMNkdivX?XHotHHCi#ZY}7KRl5++84CNOA$D537c!&xU96RyPsjbr`fhI)D<<})^
z!cut|Yf1U~Mg7>WGo(re6mu{kWTtA9hVhyn0X<pGmQ4d;z|O&KMSw9kqWLIj6Lfeq
zD7Sr&s3HunE=0HWjG}qk)BCW?TUS<=w{D56mdrw}TrWfcO<MJtsOhm87OiG43-*K-
zQ@Zhc3wUY!T0R~ZxbjjR&0<%70rK)#0djNLg5|~ql+5x%;>M{k3LIKrABfX@8J{+}
z5R(%cd;LlwG-nnl1h4vBY{UeP-V{}CozMZr0HSn)BL-i**8Sa?r;iVqNB7IZi+Jq`
zIe;t$N3vUmz%6r3)z`NCy6eRDbu%RE>u~4WO_S@{(ry*2*+Pbxjt4H>Q|X+EcNAVQ
zsMP;qF~Yb(>yYU^!aX%2oNDS*3)K%ugg63g5>^Cy@;(B~!<NDJ{MPqf;CsPDRi8CV
zsdt&}&#A-?Q_#Ct2vp3gEXvo|qd=a1Dt1WeRg?T}?S_x^)KifHdy=5O+$uJJj;iL6
zIzsGD6-|z5aj1r6GNy*nnzhT|ZTdrdQ$^mUuTvvl_lk1L+1>O(Z9U-Ocd}YJt*eHM
zngW`Bh;hpiHMA*%@p7eSoc54|fa@Hl4Rpq5ZK#vWpaG;qHr(B$_chP7-XFongq*Uf
zbl@W9QB03XB~zj}^F}ip-X$VT;?L(sw6T-2!;=M!>}j<VMct5Yu3y)Ru#gBIf4o)j
zk6mLcoTdC^O>vsku2-*8|3Fd&tK-ve+g_XU=SZSi1ri-~QOBsnXC<}H3yrX*ZqFe<
z9w!~*Bg%!6(5OTRH`dxEPfdjBppB=W>Iol1MW7`^8LNZT$$i^QK=wKf5#EG0tX0!3
zDJ@}szZjOsO%FFDq^*5TECh3Lm4&Hg2AgMN(8eez4#B8{ZM-F;7nZO<AeyXg(xoh1
zh7JDg=8b)r1b5mmKgLn3eZL7krhcd6W<gI`+N}3>mhJC2JgjQrW)eu^aSI8^Rv$@T
zPNB=@yRK84mQf7h>#*MpwwH}q%fVMpe(21%X>)zGE_h5UaM$+vnjfZqJAj7@u-IFT
zr^c?q^BHpPoy+hoFz*ysJ!(9MH|R5(LVtr|@&AJ>8z{k^iB1Cz2T2EQ3mpN1qkKj6
zjq!}(6Oh-ZWod1vd!VbQW|VEJy|1&+hvmKEH10V59CvV?-ShsH?nssi_0F6(sIh-R
ztEB0yAL;CGS7k?aqWke&F5#^HH!hbSAyB~{j8@e4OM+M>igPfrN|ZN?oS6}ir5+|P
z4huz++i=;Q)dc+w<4l;sF`5!S@sB%}Cc&GaC+ED;aZ_Xjk^@QrL?bf!joW01Jqun8
zhcqm`vBod&Sw{*F{b8z9On$49N`K4>Jx)JCj!0+c1u;W_ly039=TnfVl9tIZg=%Fk
z2RS?N^h^u{Q?)zGgqxylo(_jbHa1WOcs5+1GFA8?s@?9XlT7q}c8`T_o$2z`k^9}h
z9UL9;@sjPP^ETaTt;e5b;rF_((LMJ|$A_w8E%?J5G16U^FP7xGoN&uFg6B+EIH%Nn
z+1Y7JbS;%F1{H`4BtwjYgxh$`lG_BfgJ>y6xwe41mXuZQ!ovBM6pRpjpZlUla@Wed
zL^RF`c0txXJG)ZDQqy|F`jWZ1Q@2>|Q64>SL9c#W##FCyV8$Fxf=Xsurk3;^=F5a<
z>UU|f7W0I&n!tv`sam?G>J|qT7%EZStqfyXEPb_&Sy?CWEHTD<ji}QR25|k;S2U0X
zIX9rcJ)VZ#FldMiWrUIhS@I{6qR4y&W23p$-+_Sx3QfW!(3d2XjR}K`6^rD5ylD>X
zft2U_cWR05%@2VB%aS-+_60vS!>xvARn+rYGlP64ZNb`?^yS<IJ2I=f&+p_Zk6O!l
zICMYXl<qQ6b9UPQecssYyq&dh-w#efU-e@1%;fZPsJX!<z;@un(r7*GW83!JFkvCW
zL!@WP&cN)Iy&*&GP02g9xuvR~{=2~L440NC;~<APiRTbZ;NDon;KuS+{5x^$cWpQ_
zGF`*%bMG}tGJ^{@@~NaH_Fi@&*(KiHmg4d2%o0z=VsaphI6#$hVbXC5KO(2SX9S&w
z%Ecb7zyd6cS&|i$XbiK<*eQ7(OL-}QwQ}7_v!H4TJYT|%h&Gp%D+vdiNkd7=n&^lC
z8(9t8k(6@S8ZF!&8`f_vk<<AjxR&w>&EpI4EYL|qQi7Xw?r&IvVB}G1cCw(kijk3_
ziG;zj*j>;#xzmgq0N<m!p<}j=G)mbt?Ld4Y#-X_rXs{BnG?W{;01A>eFl`fo@WzI#
z`Mo?2X1l%E+GS*0^0Yaw+~a96^%!I0ZuGBc#8uB`Vz6)U?$ge|=W}VN+v)t#Fwvwy
zAR?H5T8qD7terg4pN=uf5&`S5Y?#a@uU5&15lidrF%JgF^icw39I_r2@5wdjIt%^N
z6aW2}ZqBaWyW02euCPa!t%6;#SDlZ^jr*<piipEp1rb|wI!`vF&3S<1RjzYJyCP}%
zID|jcXZj=Nc%8bn3rZo-O|`$%=E1MC+f$R;_DM>%k_AL7{SEX;3X^qRItnVe)VekN
z;;?D6%FO0BJqwco_6s`2ds3dBQf?{AD(oWvNCk5sXhy8MOu8Z^*Q`|p{0%pkOsL!K
zp(E{S9vL%}WFRGHx*CJ*dLAxVaoW@H%Fww+(0Yy{t>fndt>${+!)gw-k0ZaC1YP};
zcUyhvuRW$B>w}A`tddb-#c%VLYA-Cgd+zP%f!qt3R{B@{J1*r7FFU+$(}h_#Ie#?!
zUyzzXY_Sj-kFkowD!O4cEppGa_dI6qqaTfHyKLy`$lV3J+hVu!r|>B!7?YV}SW2}K
zgIRFd$Z_=pVOf+R(;oTU`=eW_q{7cnXS&l!1-E*wp4k1oS>a)FYyqhR<Piwa>Vc_Z
zU=XOL1_L!rW1OaB>d#<IT%mMk#!{q&#Re5Fvj;jm`kn|!`4MUY+kZa{Ix{e4J<q`G
zrU|k5R`>@-sG8%e=aaLK?aEo@lZ8S4ikDl#6J(gd?y^UtTd(>a5Rg-kTg7!7dreTA
z-N0HzS+J<4Q5#rp{0KHZ=1Zw>{NM8u1G1UBc&qK6`mZ+?7x2^r*rwK>dm6E!gkxcw
z=mdyPms1K|b7m-+L&K$xk#)nA;~d?Y28NUBIAzRFj?s*8uCfUhQTLHM)ZY&3?jqsP
z;3D9tk(8?{oegT|DH}Cn&bM|4H=F5riVh_Yseq~JtgV8&)}|MwKGQZ`(Qc|*x6S;D
zfD3Z~3@3?+gc2;UtA&`xoV*i~|1(^@ECAJCph6)5ote@`RlQL<%)N`8NA2-6TU4$h
z1OT3xP&Oo8<(8^(?^MPDuW0FniNf_JqER)c<D{-6TIE)%NFQF6Xi>LMF%Er#Uzc5*
z-CSJhxvF7}3m+UU5xFF1ZaG!p+EBl`KJJu}bjDf%(AkWaTGI5?VtaJi%X~wIU2%IN
z((dtMZ3sQK;uO|_6aCS!NYg;nV|BQM9y3b-ffJLE&Q6LhD_5+^aMtRs5i9<xq}yCQ
zhcPYq-Fsuj&n{mp=+As@HkXPWHmzS}8sCFvXPIZHVH<W!5YPIZkKN1oXr3PXZ>DYe
ze0V%}ZxMhl@q_cJ-}X++^I@iV{5E=?DJ7XzLPl54iPsZLb`VqCT+F=()Xx}JWEly_
z^!4CiW9CZI^6G$ps@d_k@|YcIQTG3=(pzJfWF>*qz|mM)^(Q^K*5uyDm{Uf?iMS{w
zj4bq41vxl}CZ7OTrav`2YK()5+cn&Kyw_wCn_OFvuH#c3VNB`Sy?^v!PR>qLu<WKW
z2OFf_$jZLDuJjegO-t(9Weh!Yo*)qQ4J1-0IHp+)1Y06GHS;Eq8TYrig<Vp;;CnX(
zutb^88bi@2Ef8gZtXO@uh&a1yf&BiIl(f%B5LzQ*6BnG;Tif*9o|fyz*yy&|^<OIQ
zB6)kc4j{ujPZPx0=rFxTJ7<OPli30ZD%ZUNAaPe};@;=jFaWj*uH%rerJfqR04Z^}
ziHSoMH?iYcOb$|NeN0c9F!D?q2Q~u|D59EB1ttCuIB)Wt-IzPmzqb@V+2o-sFA23H
z_vX53(nlRP!%UsGP+n9s%-A_gR-UZT!-|9o6mYNh!8r!DBB+|%u&MoP!XU=4s1pZP
zQ7C#x$xlx%U$*43S`N2$QYEM1r6cjkx4)jIT^^Ek2B78j33SP<kU(Pu5J<AgJ9qh4
ztw=H#1~)(pgm-2sBn2{@vCW)fAPVPkloPE*aadKbN3c1Fy$Yb-L`9QC$Y}o1*Qd^7
z7{rBzbtlgC8X%Evh~^BmQM(GemYFC>pA?LgF&EY2D90F|d3ca{<;WH$CRwY%o}ogc
z1z1F3Dv|mcN1*VVNB6=$Y}vaP(M*L(5bS5HC*0q?1yR2>rNDN(l6=47f4^*{zta+5
zAO8bfa<jU?C8_R$U1@R>OPibnF<fefEexJ9nzDQ=wo*7axKPf4p*d5k^G^d?vBp&`
z=ZtHYAas;+I84AIWL`F*Cr&Vn2Q1Uog0x-udNbi5y6Nl=LAim(3SN{gQmxoiCn;{~
zikwLxiVdcsuqcIp9$DP~b;Q*rUzT*f<MeK_>-mU(A^)<zt$b;Fh<eHDGgd|MJNQc!
z9#4a<C&r4AAAg!i5_j-gn#&F*An&X11_IuUVm3ZyCJeRXSJh5)L(>s&n(NVq6#=IP
z#eZiD0x^mqLIPDs)W2lLEe=;(vK=zUTfi<Ux5Owb>QW4(#_p$P=I=>%uj?SDwUM<P
zxky9Z{XsMl&J-tiGTY1Zs5Gx^{zGGtJ>1ndT_VM9{TZs`Oz>llNw!z(P9v^gktSy+
zeERi;uc2E(?O-okWHmZghI9s%pD7tPt!`eqmXML1TM06Q{-K-rsv|9pYdv9%oM&yb
z?zvj55`GqZnWok-lA5+vS<sO2ApZpa*UGMa&s^3NwPLqC!dl1ucIO#%e#>4+oAX^@
z;Z<69k1>*14H$B0#xq;XH^wv7)2YkuCS-s;PHTxHB+yn|N9Og8tduIX^UJxX7X>B5
zspd2%+Y@k|VdL>E(c*SC=EehcJWLfBgxhcKhY!Ex<_8Tu5vW2)dXqba+Fyjq-G!|9
zKzC#1Lg0zgFFmil;qzY5JabljxzH&4ZWtWNlq|DZqOhjqE$W(Q|8dkFK?O+Xl$2XF
zY!>rDVPb1)D0^>&MK#=I61kahN)mNfnT^fD1BHBR;9WMO`+4PF8}4+u@h$r``$eMu
z!e|ITfitHa5as2b=F<fQ4u$TNP>~n>)pRmV6c&h4&)=|G9c~DXl960jOOF<@l5IXu
z^;!|sT@+Q@99~R~B0aTQ!!*=%K`pBSVLK(Wb<+F=v3d!t-2z>^0d^|J#OmJht05i;
z?Jq<r4Z{Hr{Twz#eOk}2t{m*RdU2E-;nd?_;u!L;2dN)N9~mDEQ4yP%&>up}V%@o1
zX_T@F{qbmHA7&8U-q&(0cAR_*Zq1tG#hT^tE}ZJ^9vs5oyW9b1`hr&XPP(*43>>%&
zC1Ys4E)CR{rA&FyvnxZz)!Y{#C??fu_*+|cd>U_u{>sn6ww{l1rca{h5VY?i9+#O6
z*x)yH9>Y_q${u#lU(>*MH~E+#S8n<DI`b}{kH~nf757_}Gmnrr5!f{gxWMF`qly+G
zZ>m>{BW_puLWgDJRlvdORr~LY3ENEDi76{EvJnf`5IN8hHVp>NsWh)T$EI#+GsZ^S
z$#HI)!*sS2qk+AtBkq4-n0_uhX;;7LWd0Pyj}2=trg1VehD?X<<=AJYKxO5)>ulfa
z)K7LSWZd9A-swaqwrxtY0-86h(!eaf=k^r5_wCl&IkY@Qkz&rDayab{xUJgUR^SV7
zfF1kkxS)C-AmWr4!Cl?-ZRW_R!9^6<<)hYwrG9CmdIXO;F|0V02Vo{Lsc+hlY=5kd
z!(-uR<x*XWK-XA(q2hPAx=z*C75(GP7%L`?fY|wTC)Z@-pn1g9{iVcAjIYzWb2LQ*
z_7Vx1mK1Kp6y$jksIA~xjJTf^Y;KUHU(LRwN1+O_3eo!RZn-%3G<St%+w}(^r+|F{
zdnK_w)NkMx-M-qr$}{4D>oS(F*PWh0BrRXfO1qyPNM;--aSQ4;22M4QhObvA=UeBu
z_*j=c7|)R=tjGE|?mNjwaiT6h{>y})5)tQh?rs}NG@i;FiTsfRmeU^(UqTV`m*!pE
znBag;GcRVH7BLj#TRn=Ps72bBzy&r+;Q(zJCqZdUPB98&&O$L|30(}EmX+D5=)?tE
zJoApwR5G`ED$NX%$ryK&Ok+fVm#;r#PJt7AcrcIszw7ORD;A%QOQ*X{zviio^(ULn
zO;McI-Du^p9w)r-jTyV&8M;1~k9=QOO{)6*8435VTDiHnKea-ia0%;*U4pn(cS{<A
z#QIesl<|t^R8yGo4bmIMnBafGK}Fp}!Ome+GtPM){lJ2QieJwSX8L>OFJVt0w&6c)
z1E)D>f~U<Wr*QWUEH;-?@N?l##L5<yVxoK|B+5lIf*c{t&$XN&Xhn@~k8+f1%TFZ>
z=F4xei1Ug~i*@<tqO3%hGqR$mIGuExP05TF%$<VnGy-L&n)SpmDI3HP-)1oHt@5=l
zlPOdIQi-}B=J}a2Mt<Q&VRtv7P=Ib4#cY|xZ)TZnoq2^d9;vHQD&>}mF<uDDTKlci
zme(*K*O`u^L;s|b73rRal*=*Y6~6b1<YS((*M8e(>C9FZ=beKwsg@|rS+_8c{g=9x
zZTHJ1*HXHz-}x^{v$MfEa}dewwc`iBb*JHv$nRI~Xgeu3VCn@}xvc6j?ZK^#M#aLl
zTBm$r-O@q0#IrAZVhB4r!)={4*^<Z@lY1sziU!2%GPpRVdG}X)g5pe<f}yFW=U<I`
z;j(Ov2|*Ne*R0fCBlj)9v~w~=l{j6A{Uq04R&!sMRDTv7{?rt%unT!!%pIx1y(ssE
zo)4pD*(%T|mGB-s{X%nh#Pfp9Ihn*Jh=~t5lAEv`*QDMd+{yedJXqUDXK%Q;_2B6e
zL+`mn1U8}~w4hY!d<=GP(<x(H&N!cfhJii=8wWlBUI2FVsO;*MM0YrRK271%E@PSw
zo1(M|YdmZ@{?>9Eb#mS78hU>47Ia&G_}hmZ<YCwo(FWbXE2o1NYUKAp^XI3ek<p6+
zVGQ_Hogk!ozafOG1RE-!Ea=&i0p0c@>7Ya+pIet<!tlM^>%fc2v%`zrGk*#FiS{w;
z=~jOyi+BGWc6J!dv#-9qJ;6n_E;=k+PEg!Wc~XV`+PQsVVNE5X3g<xQkt4!ETy~c9
z_H0ZR4cI3h){$=xH?h~VHihA0<jXVX>Lxj5enLvkWHzI^OzU;k^_n+I=WO9rnHMep
zMa^VsMWEUy;Vxo#-m7msL8LX5H%Lc5@iVcTqH9^YuowOPOhm-{sdUpn|897`ps29D
zu_-Ze9>$*cu9$~<*g*qpB3GD#A0oGI2KS7h(UTh4nHoD=+0dNEB8KHnx*~|QZXU9#
zb7Ae*_zHOfxQ*I&lNM|^)Ks{An#A&7Pq!9;@ctP`3j3$88%Kswkq(o#pm0Vt%SLu%
z)-tqvFp+-)yNTjuxzN!dcLN%~Lmo=6pj@e-?CMmLFfawcfECl7A3<A<fZ8AvKDRbq
zh}PY`h_zx>aytJd7#8~v8<+?aEUflU3ECi(dtCR?C)Jm=Ig*u=HpxVja*MjHcEi(K
z_gqeo)Avi?XT(){=M~$6HKgMGM-%ksRebN1*i{zmcabys_K+$ldbJsri^w20EpD6s
zX6RDT-b<3@u{-&aTzM#{BaWo^+HTY1f~(dePSV21;!2@-E56&QyG;<CLiF74_flRA
zUln}ORU;Mpkj-+O7Aidw_5$T8A-7elm~=Zy#>G*VsCmXR<#n>#-&PN@l!UlRvXc42
zQ@~5g3hOlVyOyk<bVWShFunC(=DM`jpJhpT5`mG(u}`{%0Y*S~``#YapAzhYU%y05
zliZ&KQ8S9pD)S|`RaAz%JwT-J9t+9M&EVEm^b6cfo7Y21zZjGo&`@_g@3+0)ac=u(
z3%C{qWMbmhH0v5E+}@X`b7E+p8pM&D)-d0`33hKGVsoZ#_#?%cLpnAk#WYP^lSgpb
zcXsVEY6q-Ajcq`f^B7$h|K&wj<hTvt9m9KE&;V^VRrU=mwv<dDKe02F?MiRY4G3bx
zKL$>r;8Vi$p7&+jd!xB2kgxh|%O$_Mz9D}l<~(QQJEZL8`alXM$c>vC=}cq6wN2O=
z-DN{fxXiyZc@Q!I)J)99+%m80cN2=yzqhu)p!<(=E9R2}AmegWX-z89s%7)>hkYj|
zGJr>|YKszNL`1NAK?j=BUK{)|q}bh3`D+i6RlA<5Eb;Jbur{KaNs-C78EQZCo~Y4d
zt~aEwt~Nb9auAWpcif=MI-SD5@)$$4zkn9yZ{O3>%u`UYMY2bU5T~FNDy5M%r1q^~
zQQzY!Z#tKvtK4{#OJ>Pms7f?j?l)k6mjBe^p+<*`6|Gd(E4!+`afDnjzAttE^|c4-
z9x$V*(;Zroa30o}=z8Hj;yt)89C+|Js7PK}Qry(M!=Jh?!>4xfAe%5?ChV9xX8{oq
zIY(5dFhWISAQmAc()5<Kw&u=OpLedJaEKR3uA>+Sp7ASH2Z}MVYD!loMo37F%9KzR
zrmmwpmpUa)E0rhVLX77y@E(htl1GLBVk#L$=tD+it{n?Zymhg{H}9THEKxHJzl&<0
z_XC;vw+~vE<i*UP)MB<7MPkdn>riNYSvR>Oee=$V&H1_Qcs_C-<e0;()hruPoQlO5
zQH!-)HiCfLz0|(eyR21YX+{#Ep=?|_UYNX2yPYXXtO=W=Xg+?g<nZUzThpd!eEF-5
z%3jB&s1l;#-|m4k4UK_%E@R{bw-c!f*wnWj*lM_~?DluchzD3ifya)-c98A+?xOGE
zNg)Dx5B8jg_*zk6***MUCGC2kZE7}-xOb$#gE2j0H{#LzjSix8rw!{O1*fx@DpREy
zjW9JYlKWrqAKM4sIg;4NI1C_&tCp|^)LvmjedB^B%>QhH7N$56gsCsItLG&d$6Q+0
zECKXrsZf)j(w~!Fw9gxnK~I7sNmra6Sq0N9JG?s#J53r|#yZv=eQp7k1#S`66<!qw
zDkom!io*lvgc|}U=;I~RK51M_*O_H{6ch3`Aq*J1RRfi5nj951mM`WfQ`=3<KdKc=
z8Ec2OK<3Puo$zHivP&gd#S{t))vh-MTsy@i#XNRyE*1%CAF%+^1;NsLr7!f>nn3aC
zutkRrIn#yM#o)GI$VJOOw-WN7Q_5gkZKg-oC^ma!X-Z@UftW5*m0s8~8+bEI0V$9>
z&a;(<Ug3uW^&0oR%9yXBBuDQW_h^ApDO8u_0+_9Y<isLYrY{awPW?1)&b=)5t|tV>
zB3_~4MN{?$-k2l&tTOm#RV6An)Fiandar6pO`SKXaL)3Q**oxY-e~^^ZWS=i@e^6V
zQGw4OaeT`*M{Vo5WDG4CMnZ({3qdw|^mh|ao0*;Wb<@Ilf@6*f^gRf46^Ez($tN{i
zrM3u~&fDh|p>sl+F$L(>J=skX*!A+%6Wm?6->QAtmQcfr&#dvUn_Pqm<DT3Y;9LmG
zM5#qdt+L3$fib%Qakoy5n37n^;IlhWXT)q7lYov6@D_~a(U!faV9lfJ8!)6BOoP@C
zLON9}Z}YzpQc4=xs@g||t2&emwva@-y|F;`f-vDoLxW*`IfeL&32A~jI`V1eqGvr2
zLe5<rHuB;S&CS>_@dS88stY|~G6P^}(I;uH8uaz2$)ZvfN1Y;i6|Z+^lv2<NHiLiJ
z`VZz55(RM#@R12}l&!~#ECNgh7}w5Zp)#WyI1HN-ICYiJNA%M9OeV-F>I6JWlMU^k
zIDoQ<iXVV2uKxKMf}g{b)S2eC26mxmm#7t%O8daHbi%RGuVeFjsZk;^PMOX?P#Fhs
z*@0z|n%yfgI+nCjhardWd=?l`{)-s;t^E~Q<ZawmEqEvFXzjqwR&w7Wr3&cv>BwLT
zb=6&Qo5FhSd&q%v`5dvPau2sQom1!M=rbK<w_)Y;v+3t=_dCv^YW{AOXu&GR>P~K%
z*csoU5{nXwdautgk1&r|vx=jMZ`y8Gt&+F2a{TgYz<0%QvH5BJj&b!lc@23M*+K1A
z1+MO$3HX-tIJsUB#u&b}9cxPFSAgV00#=#(A_x)y2GWp_mNw5TniX_s&I^Pk_Ycdk
zC)Pkq3>%9Lg)4?T9pB%b_33Tpyn%PpCyYCI#}Tvcqd=yac^^CRy4uF?I_`4)_n1B7
zy8W_peLNb|E%$5)pB}_7M~~@VND-d@KOLJS@khgBN*ngcGxMbId4Io>XX@+N#{hHl
zP%pE=PtntKqm~x#do5hReScc<<NO3TF#B(Qi;fH<R(SDyGR9@5%NCh3HaM<regNMc
z8vv<M(S3jKugJrEG+GKRm%R1YtL-Fc%xCV+0B5G4HLlNzZIpK6wjgV}XtroSEBI_h
z{__7#NYnF=$R7x1***A_UQ{i{0OlZ);is%qn#hl&m_7<+K2-p`Ayo*CW75!%_>R6V
z)St&4Qe<=i@(vx0ty5Ji2>PJBR09@PR>dgB$k)*-e19kTw!V*IJQ^bZ7RT)^LiSI?
zv~(6DnJ!z4K#O@+tIS0!wOUaJ_ck(*eC6#2@rY*!#m3HB`sz`u|L8%!eQ1c44`6#;
z@LBoLRcdZ!lR|wMROTM*GE&ZLOu4VP!oW+9kC>I)II%EmI7@ARz0=^^a2oo?v!M8*
zj`s?Si${53qek}$Ud0nxY&*LlqsbK`TKvO?dxLlT`}2Xdvz{qq=6Z>ecav%TfAzl@
z{tK`9AB5(A!e0O3h&q_tIobYLo3=JivijD>0A(o!X;Fp$l`R#twfZ07QbuMr0uEM|
z|0<XMXr%vt)Y6}k|6gn=^Uovx2Mg?fW=n+t!T^!~hb@);?`)|uKn0)%PzUG(3;>1z
zLt86bo1e3_wLZWIU<@#}Hqv)A1DF6z0cQV=H8lrV0jvQw0NekxP3-`7#t!DTMgRwZ
z<A38#{}VWM1~}W8)6)yk16%-Z|0{RO{(pv%vHxIX|1tD`gOUBebEixU4D|n%J5_;J
zLN-Oq#$XK76O&<WG;tzpR;kF(|5G|w?whaXNAO!s+ll~4fFL%IgrIawgF32eNx4>!
zlBz!3w|bczp1R3bg(sYLq}ipVX6xx<z5Vj+3fFyMs|)!wyTNpN@?+-x<;wN?n>saD
zK2k96w~Tm1guQ0C_5>|l1?`e?7OEwnahyp`yi+i}^day1q)CWNshdG^CpFhEEXK1S
zNe2fYg9*(SWtdnWNf0E;z&fp?a5Xx!amqNI#m7e^{UsWVc@h*d1M7K$X;}GWmBG-o
zc~+0g5d}HK;UX5crEkAh*$~AL6g1pxQZlFSxQ=7v77N3q5neUy>pbl1CK@qd;>1Ct
zq8T?-H)h^=5>JpaC2wVav=KoYG~9THq*+ZmViJiRCp$pG2*_#Vv{EtjuA6I`Gtpw=
za&DfJZkMR7B)U|M8$R6J^jxQdM^hh<GP?b~p04B2LVMegh#XM+b3E#*aqnovGQGxV
zXFT+}x5uytGcXxVIo((jMXlaGx#yHb+Df}tG46;|CDE+qxIMh|T4rtuwGa_mT&vzN
zaI!p&jB#vFmX<b?iiyk=B%z;eRLoc=jnxn=VQNB;DNTbsGHH-)n#|acW;}^QmaRTL
zX{<sIDGk~XA7+$olAkI}mM&p{0yD$iZ#SuC!d+loj+vF8o+f0UUxqvRKIwxpfodH7
zuYgEYIf|3_JeyJeOetI0JNJXoOlWo}7e3&tN>cgKRN0C|bKt2AU)9z8AzeXc>NIvv
zzn~?m8gmOX6D<=_3$c^!Ma@oCTzs@KR)p|f2yS<wo9;{?#lKszJ+Yg>{3Ld*Cn0F%
z){BSEf2U$s6D{hc8t*XLr)GV|1Z=(bciD_&%A*7H5#Dp|+$SKF(2YCXOGt<G;w=Tw
zV$G!h%0Z2r<xp9lIRf41w!F8$Uv{;o<g4UQ!G1XQmI8`&zXU?{B?xjQXu_4CE=803
zY6XNl-}`BAItkED!I#iuE_y%xYgtqpsg8ha4f;uG+cnmfkWNg#NvX6tGL#!lpa8D0
zK^7F0+9o+>FDzd<ea=u_YRJzQNPQsaqnEC5j{@Lhe(Fj2#<&Y`ddiJlkr-rrJy0Wo
zWsp$cFnW7%VLddHsovj*VDw$(Jv%!d&o(`4Mv{ypL!^)1RCdY(X#8M>6nR7_3cCo<
zF6IePY_+9>bU0wzR3tT0pBYLxG}XWfjlk03ij6w%zegU6G*@_n`naRDVPHT%nSV*n
ze%|OvYZUyRX~@0ZWmk(%;=bxFOO2*%#XHs~QtEfOQwFg=5xy!+(c*w~?9BcZDE7PG
z!z;D4#D!?1$fd{2d`k%LSO9?=DlRw14?_z($)w>htR4Cjqk4HO0qMt(q%kxvbT;%#
z5VB)dZq8xNEaP%3lwe<9)bR=awj9|{B68gk8xD!PZ5f^7bl6p)5W!r>L!z#~QuT~?
z69d&J<2~{S9<e}Em@WK{{Jh6!L&HJJpnadG4IXhUJ}~MVbYS-r_KVhetYt?c6$yZ(
zHk+03A(v6|9mAKg><A-f(g$i=k*dx*Pg<LsI=AuhEIxA7ho{jqMKeXSMsqHyj$^_R
zb<+oy^;NC~+dt(K*bw}u+}NPJPQa5FQl?zWgEmp%u0d0t@=(?D59vGYa~duquh6VP
zdluEkXM3efd+@dLia@psB<pg9JM#0E&W_$>9p3~Ol?`W<ch#u0f@hKLRD(;Gdc9rh
z@P=~@14Kjof#Ro>#!HG-k|D?61&Aac68WUyi7A=-R*;>+D<0)&u3JvDDt?R(_7Blq
zI-biT+C7t0v(_2<F3&li62QEdo}SO@+QtUKNrwqx=eB0R30o9KA-FTO-{H3Kqh8GZ
z&$+y$tFgJ18nL%+;I;Cizw_4wRj6K@qcE~k2c$_FCF5mG!dHM$4ERGsyGlcQ70taT
zdyL#(!RWqZ<O?F0n)`vvLefEg_0J?=p<Tg;8GTlh^Z8)w`eoMCMY`C!ZKt%*u%)hC
zJmz|`Hub^0p}IxnD!434NrH?lJuqoS;+2%RiC9_Ppqk~_I`hN;pCI7*`yV0t$rmI`
zbx^mm$!#T8{9Ix3{^#1;D$A|>jL~MNYlr1-#Z2`e0F^y5$((&xev=g8DtJ6lxPzGh
z1d(!}R;s-!5FzbbO5H5Zaz??05iTDJT)8ze$m$yr^|`}=u_9}}2NjK?NP2YPBnAC&
z@E&^M{VIpU?(RnZc64sJePJnmql%-sMObaLUzjVHyVsn1NHioypLrUBhZh`LADqGm
z^wK^qpbI6`M*PmLu|==$0f%N;+c!nX`B|rUPTZ#jYPbP`(z%C*&5+W?L;dixh(fZ6
zYV$rK<w!P8y%cg#99#xY0oiYvqY(FQoJ75!tYU{scZVTsWXy~{9~1otP9`PxpMJop
zMt4pcqnE4t_fQk4@(F<s{_Wk~H9kke%<=Eu@u$H|^*AZnLQ=|+?c`>LO#4&oqse<a
z-(vpPM49iHMZV9iAn<#5BbMx&YQ-)lBeUPu<;)-Zq$9l#xJF$+d4Wy8m9VpUzC2-{
zU5MwE32+u3%(^OhZr%tSUO&g*_;`;9_Dv^x|3q%*!xnI-R+w8uX`fcL&pyT%7rHiv
zR`@IU+B+`S(Ld0w!-_gYY}liC{cpoFNIpymqON>h)QR7(%ylDv9W1e936<ZN&!vT~
zTUt!dofaFI`4<rzQ(__|wv0mG5rR?iDFn1v+-kM_J(Hdw4+!qthgakbT+W;n%^WOI
zbZZ}GZGLISMUAnsbh4$lx@pDP2(*qS(&fOPaUh?C5M>q=#TE(JzT5M~$@gu9kHQ^G
zcf>r8mXQcSa?A8bmiMb*$TsWip9FBxWtkyBFESleR=E82^5F5WUhQbPn5vq>k}mLq
zw&WFtt=!X}=X<-(M9u(Qx;@K*e>;q>?DTj$?|N<=#|!oE&984-2{kp9_Z}^>XJwSv
zzrLJQdy+=uWbE<6lem4k+PHvEPkF1je#_`OULx*^PsI&Ke2fVxU$G5=Tx|^nfnVf-
ztt^26wrI`~I3t$vV)m!XvYSNqaj6Cp?Kh=JT=hW5lrSaA8RmO&pH6QtHL-?@r(lCr
zgqmFoDil^PM!k)3bw~TLa1;c<BN}qcx~_~A7tSD~svb{ju&y@vq%RO;jYe4VgJl89
z_aUI;i{!b=u|wm$XQr=#^GKmRe*-9{Q_6-!l=`?ON8HxQesE;^0Z=M1>b}bNcF6L_
zm&527$PFhv#u|a&pgwiCASl&g?H=rTGYvIUvp>I}{=IuFbGbmrP6~d=W;(n|;EfRW
zAe0pRev6#2k$+~X{io5a0sBhYrat}94k*nRj%tP7yQ9Rzv%|_RJQxWgOO-UI%vsOz
zKw<lxywrFIjyRc9E;{5F`GqPd`0c7$eY3M^adv?KaAtn)We-RUr)<n!O=(%8OSE!q
zU%Bsb#^Y@k*>t~HdLm0#f!K|81o(o1Mb}4uT;t<a;)kmWdQt2_bsR#8zDz%?9Ke+6
z1f9`9d=A|DG_xUm7!O?k2I36;1>rSfnGtlnJ`h58Yr5l-vK;!3+r2-o58PQ&{rs7i
zTrN1JzdzC@YJ28gH@rvffLTjS4{NB)nKVbNH7>bndZbvtDFU{CTuzI+L8W80s?yS=
z;z;MQ<&B+V@aUeIU%hbVHFv-ST5b69Gh27`lBpG9_+pS=Bqopq(<Ly_*g#>K+e7a<
z58?flhpg!(N;k<FSW%`A`^^aFK%lV~z*;m2uFrg=)u@5SPDE4dt~LnWqf?+kNmPdt
zr}9@bhE)v(0;(N#3OCRSsD4Rr<i%1yfx!d}?RV^5@R#&uRv*ACjt&TV$+$aobhSL=
z1nde-@ZK==4}TiYSN)#jBj*+<K4EDOB*xO0V`9CwK^glO4yop&KRi*XLK@16KA3U{
zim_|yB7e(}`_uj!^tIMsvHKQ4hV94DFTyyboRb;><D&;<L0JW7g-1@<O1+wkb)Qdg
zpS&q^o!GR;3rPk-7D8u{a#8Tv4Fc`rcQc*{0JC_|JAqY?yJOdbEKg<Wf}TK^Qa3!_
z1{>BfXaFUs&8LZ3yUuSosu?Zr;9-m5NFc?nR56#Ry)Wo{@(Hs4H3~BR|BZqwvg#^Q
z3ja3+P5U4D@4tG`Kh+hC4D<x-Kd>|#Bl~~ruJ|tr@c&SQW@P%G5+EDPj}NUT{-4bh
z1T0KHH~*1Ue<~u383|Z9{?7s!$4>zJkD>pY0QTQBXh!BA5Bk4r&<t#>4F4s7U3x<P
zRT62wDQj=B1)TA8k>}aEl5a_H5)z(~fD*O&kpLqisVwM`009gC__q9+h(ttse}K?8
zNo{=hVY1*1`Wc0B#Y}I<TBA54IuRk95Bnwuj1!%D6kD(pF-^BSk34q1eehcx&KDhI
zX-j0YIF<c=0sX>t0{KDCnV`b?ztaD&*1iHNt|n<T9^3<g5S-x53^Tys!QCx*aJNB&
zySqyuxO;F&kl+%6LvVN3V0i<(`|W<@KmU90oSg%8yQ|A?Raf7UTYW1)Nnhsc<H7{o
zN}jyEDSNM&dwx>eIrq(L?g8~0{pLHDnKW28@`HlG2SKKI0FBSoyq{E1Bfgr8n)bFj
z^tmS@S)Cx#(`$G=U9B2>X@CBNTotCVcG7)QUw-W?K806FaX6Ixpd@>|N_|fI7itsI
zhE@xowMwsD@zLpYIo=WR!~I~6pUU<fHvLZ@tUgnkE6=D}l8)x7)F$dQcha!N7}B3W
z-Do5pdbmjSoxg~|&1)1S!P7De#)`Pg*hjev(!<8Q=vIF34+xA7@e*zRhDV+63Pd^c
zcxup!rsF43)<T~k;FyKjYQEfZUU1%Ng+GlL-u{VvYe`!7TIn3oC6N65wR9Rv4%s!m
zk#Be%Iw_(11BEg~x%c!ER4hiGH6Ry1-CE>bKjO%}&Zag^hBBh5LJ!)!ARc0#=XF-E
znj{axE>tGa`~xtwFf6?>=Y5F?LYiK?6JKHYbuQo&%159aV7ELTZ)LC|wubSvjBxEg
zX$y#BvBt&`F3%MOzKUxxS@+CcFl>_`z}chz-qwW2gZL<mk0mT0mHQ2)9+GR+ct>aZ
zoOc}%p>*Cw<>lhqVZ#d>-Pi;FC4k3^RB{4X0%s|;+%(8V{%Y_Xoi}(1-xmvBRMO|4
zyzt?i<_hsfV!VC4MIgbGt4V+<K;(-0pe8@MB-^x(^*zP+YDD3wryQhSbTACG7R;Fb
z(gmoC2t7rp#G9jT`$NNmY~&5oY42&bUCGpa>GVd|2w$d6AF721SC2G(#{(Ws0Vq(H
z35KM0Dbb^sAbdR8TKlv&1~;Z|?-s&ehr7Q1MDQDhaNdh<{@FYK3Rl7lZJsOS#;5Ln
z?*0RTks)uyyD};G!lI?~lbnpXcG5W3qmQ3YD_C%xacZ@Oua&N7t<1@rDVWJtQ|qqT
zx9<jBlbrUR+Z<?R?5>x)@{D8%Sn?G+VuiK7nz(4#S3Bn#CN^`YPvkG@&{T@*U$!`W
ze2Ddn^4AkXMA-gNc_o3fc`lud)YgW^vBmZ^GfL;W^Ks2__%T?j<wKpE1=|@l-omq5
z-DzS+^1U_T!_0FhH#FkTSQ<I?l7#e$%!xurUTdK|3|yqwt-?JgJ*Wj*C~IiH8K0F?
zmWvb-+bR1d**+Fq#B@YCapNgz8IZ~N?M2RwW@!CFy^a47bQdNkzS)HXqpS<6j5^W7
zhVT9(OhgeLNxX<+g{Bawi#|ll?p^&usov8fqh|Q}CEC!Zp_&bjW1O(*@4sqESc8(=
z`WIGVy;f)`)2bGa#q2rGAZG+;&m5vI12}vO4c3JBHLg&vuCFZIcz%nwzX;j_a^^q_
zUdmm`SxZ?<rFn^q;34^#`f#=G#d=jJOr|v|{>nL=Q+!R4vb@+Ocs?eaQu|!^M{d5a
zmavpI@3Vy#4>0;7dtbB0!JbTayOqXq5mBc>wiI`)H4+vv?~N1;L99!>Oe&2~Rq+NY
z&~3SHeIw|E-zb<A7(Lg|Ab%C&^d6v^X?_gk66pBmrpjwL><=X&j^f%U-Ml=pVy%lS
z^7*oigU@e4p|AJ4QPg}IrQ#v&Vz_K-UN;5onbi|3>?Vv7Klk%USmhXTC((l4)!867
zYBQSppy9mhA&!e6&Vlq`y|q!O>W`jjzY8~HVBxsWrP=FUVJg*#>{ipVPY6Z_y*}1g
zs8-Kz9ud=_We9}|i#sumb?~&hV*rBJme9UwJae|1WAN;??sN%Ig*`c<cX+XDi~2K)
zY<d(G_#C%2)aazTll;Jck+pNYZE9hy>+(f6xmKj+H0I+j*@va?Cy@4{7;4c0zdMhv
zoVCnIQCg_lcq>FOcm3sq6obrza$j7&;E`*j4dFAk^ms0t=^p;Gs0E+iL#vf)|EcW4
zPbeumA9QvQdMflz?AtVE!dvwpp3W?<cFxb2C6sjNwq%{q7u>kLoR?631{Tf>@1v!+
zg@IK)t_#aj*kg`3vu1ti9Kjo%QNBi1HVffUOD=p#j&dGEwV$3!rU;$Kug)KfaWIC{
zq3`f9Cx)84K2&by+fK(J5FsvUen>6ctJ;74XeC871eodw-_U0~ghK%xU#8^TL#8WO
zGBiBLd>WHeck$h9a4x(|PAG1P8U-4zT^8j;9VpoeYUG7-^J&HlTl1KQS}rPe#<dPC
z(5PbvYGt<#YZN5WD26o@>1-z)4(d~;FJ{R4J|#ao@~UH-eCV!}Gq8m@L(VibtPbCQ
z+Mp^cNm9sLGgopjPf?7w#U|#hW@u@(O2~OKdE*?bwGMahrD|E)irUkDOw3>tKu%yl
zKU1P3DBC9{_$EkBOhyckI#9OABj}2=yn{+ev-mXdvEKJeA&EK79pvChd6-ks$JsZz
zb_u7B5xhm#^!d2tSt><=BPFUs^26$({U_N*Z_eLTnj9XbNk@Bi<46c@e+}c-Ar@YK
zQZ*j3k(oBMkVeL+WhdFTQD{IOV5P#$fJ}}$Oki3t%$aKCrs*T`Za$g#;oNxuDRp%7
zle**pAZbQS1Lo9(+56y$c-9e{DG$t5*5_5ouE=U7CLvY~+GGAS0oO{x+pHh0T%y}M
z`mqUET^m?JxALtk1L>!RKZ}N-NSa>R7yGv_0INM4A%)d-xws8qQGMUB^0&>dGc0r<
z)IDv$nUt6)!a6cN87+%iHEj#{$vRt;wU%U{PM|FPB&YO1K!ed3=tii{tTWIj^odF?
zaTU2nA@@ur&F~`0Eti5FP|`iH1x~{9+8KTog;=~h6*z`$2NQc^m|wqvM<G5D;1VrE
zO1Ah2Q+R0o8(XM>?3U5G3Xq_C9~pZ&h`#NGac~|L<m_c<8LWd?RuA7*XTZ>dV4mY-
zqn(nW8;i8}9KVcWI2yUY?__N_@;xvrxmQ7e?cq31CsgWt{PJ2cL0a}#w9Ej6_UEY7
zQ*rwVk8qkgzu`LedOSG-VQ-|4C3FP?c^Hu7c!7lJ{Y3`rE}?d~g&W*jHlAN5{gWDr
z6NW8A^RDpRP=wS>`lCRYI+xE!ivus}@xRs^+Yq!TrLJa~Z5e37e|QZ4DibduC`Sc>
z8AB2?j6bRei+vb<suO2CB6LoFg$ciX<>i75&B`OPF`<xtY;5ayO9xjPsSmR^)g&Gt
zfJ4NE=E^9A@$s=6p**J<SAv<tr&dtSS?Mi<?;9I~>I%xi&+>9}$Ee0mA!n5+Z4GOe
z0-2?T5xY4J&g>>h1Az6nSMza|B0J{VAKS2)p2fzto^umVau!RIB^&k`6G9dx4UYOc
zs3~pvj?S&1#1l@`o$WcTPsm+PMwMA#u0#cY1=0=1&L^sQu4Q|KWnd!hS3X>zyLdzm
zL^nEe4**dOYms--7Yj69Bq8s_M)c_=c`IN^<$QoYm@Vf($m2$Ytk~xbj7knmv;QYW
zZnW_uHv*{~n)Qu(y`*o4Q_;pm!`I!F9vcqP#)RmhOQPf%xiSIiIP%~@ZzDm@r#}x;
zhr({!2{^q~x}WqFH$#He${HneUIsENmf?6K440dM4jmTjdSS%@YLQMaI*?a5I*_uA
zB8{i?l5l;b>c04j*t}kRu^t;ZahUPD<K4T$-ep{Dm(Rd)Ken-k0EbUfiPg-LM@;k#
z5o#DK)$v`rFSH-7)|XYw6ES2G{fc>~@a`S$cl9A!DPyg%*}9xe#g9L}W@NewiW{n3
zRz&KI4rMPMSGS9^D+dj$DOZ=g8?ComUiQ1FN0j$gr2DBFw;FD#Rd3bP=UyTr6>Ls-
z0NGU^tSCFFk9#p5v=e+|ai%lHRF1u6z+k#%ra}FE-E6~5a8(}}`KNNg&b!Zi>OW?y
zifjbcwt6Ce`}cC;Yos{Yw!KN~#km?=T+0NHhdGj-vdgckg*?)t1>Ep-9yN)c{4SPD
ztpQ-5H<y0xeYKZ7sgb>u>gkGLlm*1abi#y2)EZvI){_}OD4!%-%42v3c}d*bmY`F|
z`Fl5G_uI6lZDw$}qopk_-Ru-V5wE+}(d-dkNR+igY@U*8(6l0>9^Kot_aZr)nAK$4
z0?;6md5_c9O9bmDVN>6@aEtA9k)?I`{b-TTD3VwZm&P#`5eUO>L_hXMTd}LOF69yJ
zDVwUCh4-o(PcL=pH%|oo2rWZjV1DwnQnwMCG^|-0sdNG%#yP|pVq*KM5Hd|(hUN)F
z_wdB9(%m{cd8I!&J!dJx5LFN|&Gp0MEorNyC+U-*ehcC1owt#Vj7dCVxY`;`LRxwP
z7YxvK251Dsgg&4{;JY|Nh?}^3K`67k&B*(xUtjSUP$;pkg@k1vi!C^jsMFP;xXgF-
z{$grut*v_+0LB<t!}XFP${n!;;@auD$BJkMI*bw)l`NXo4$i1EueDA+C*KO%#J;u_
z{A?3!)qxH5m(ZEFb^Hahp_RgCfCc+QMR9Ld-RzKF&8_Caw>|P{@Rj#^nqME;v&%xb
z0I97Y`0xgNIa;4#uBdA9M#|<*P<yB@1@($PjK4QyLMAq_aABy$&u$!s|6WkNH#FkF
zVpld#@XD%*XNJo*ph0}KKAJgbCR{vktkx~%t5Kd<f9SWL2oBE~n_t7$rY^2C4+^%{
zD$+4LGeX9-O;U=Exe_*86t`MpH*f!VPtr~wI?#<x2SJ`rqyA_q_A^J|0QHab5D0pr
z^#t~9XYhXSW|IMS@KcL<WtX^BrH1xlGUxW_g}D`f%{xS>!8&oFtfsL}xwaRUy@cN=
zkt(LyL>>yV6_C{kw>oVbg6}56(2dFX`f1CP=$6m`)tN|I*40F^2G1X#26ZJwj!`dg
z)htdgD3(4^9TbXQ0T2m^Gdi)7y}o|mKPa%hAZ1|*zrnTF2^!)*7OcFnxFCA{J~M4^
zh&NB*3T+jSj7UH|<ox}}QIN9-+A(=+InT?{$qBuU;KBF2Obg$|-fSCp`%Ee+#0qMq
z4e+zG9MH8T27JoppBHq&DSv!`G25iYdqvOSSsrjkbr8OxowIn%=JY^_d^db^5`#>Z
zlK(Q}5kF4|AKAFfJhz0q$e9<is5{0<Lz%5~6VI?Y)Mp3tf?_AcptfI;;DXwi!Z0!q
zZ&v$d-*LGSzNwztaoIXi*3>#nx9l5z(O*N1CBQ;plNBD7LEtZ)#9HwprXh|W9@|;9
z?i;uvy>GMfxDc>fS)5E`0Kp2VOCKj1scm(q>2i}myAkpp<p+E__-u-zmYz;eg3OBq
z-}(OtwZe8Xn_5RjnBza^ZViQrQt{!nnpD1d-8JY*2nVD#wj{#OVQ}EzH%NLm>)Q-X
zip<1kg9DXSBcU*Z<y(;G9a;m&>4!aAHhOytBG?EbG9TUo-qn9$D3&84`1#O8SMLsp
zY!r#`-t8e1gAFP27U+lZEmI5Jf|!3{&@kBqmN6pvWBzdvK$BgC_ihhBGJj0AkS^_*
zTOfc&4tuGOmf6Uyfe^9;g%JveEp=I|uR_BJJ0oxV@oZt_oz}}xDdjWk&H_!oINdJz
zw(()z^qmnaFDnT7<8+yNL3(U{^qo=idojMevgTuCMf~eR?;H8MIDBpa#SvQf=BRJ8
zBY77lZx{khK<^erkb4ngCf<VOfG)x>U4y~5fX?QaOc(%zgVMf1IywuyM@#3WbSv&3
zjMpWzWPJ@8cHXctX+Hnd<H*oRzVs?xx?|2?gXxB-DE<Id=FQURd_1U{YDvnfP-H~I
zAg>}FF;6(b|3_FEwl;CA?33(|PN)m6K2V0p#ztP1(&_x^T+RZ8ZFwSPId2)jHqI%c
z@Y8ngh1$361(1U19qJ_93EIvrAa|&TKSD<=tRTv-Y!2h+Bo+!OL6k&p+i=}-l{yR(
zzuilzW+NJ#q$%Y%ITR=(WIdlHJ9N=mH^)nT^t>ZozkaDX*WO`7Ym<n?ADdbjiR=a^
z9bFr*)yap+hs?*thyF>8dR*{vXcX(@vbN6yujjma8Xo<AXc?1PQP1+jwm02HpPP(H
zlf3$cCivJl;8}*JlfZ!B<D(fx6WD`CeRO04i#<Dnjet#V&ru$cG{cNt{(w_~8Bzhs
z!DbNwn@msT8AWy`<Y`Xbl*Bf$)hvp1c)cO{WMv-5bNI81_raU$+tkRWHX`I7-+qi;
z?vXfN4zBMcI~1B(2~mCeuzFv>!{vh`(i6WrH^LtqyhB~sH0`cEuJM=hdcVn$a7ULk
ztUZK}RmUDAG8j+$9})8|(mGU%eOo_pSr=bK_%=}Qpg*(ehA~B^@_hQNLAZXei&#ec
zU<bOZw!)aPd$RaohAz9lVa9j&`xW+X>~8li?wPHFJZ_xujB*|NXKlU&$k3PP)2I{k
z6dwhZMqEFPd2qI=o)Oe6qt*7df0OtMWFNFpxzT>}kXr0G)&H=+pWr<^ccGa_LYDdp
z{tC;A`ikSqyKLzV#V{EIY6jZRJ$XZgm9(K^*;opVK?QI1@dJqCy|%f&k#!9aJQ~o^
zlzK%IJURTdB{L|GdN!3TU;TA)GAMOK&=2?Rj0@=S7s}j&L5XB++4GL*fI75IgRt-r
zv@ulbrD1aYmimASZ3|suQU{-M2p=mtM#3cY?PAe-9OU%PPvQBvso`gy7;6kQ{@>=y
ziVJKNk~$N6ObeUHO{6+nEV(;tqVXeN+kpwlr44<^1?e#d5XJ>9bO1TtBX8}PN4*sW
zWNNJ=_R{>4Hi|y(<)M*JA||3#sf6ocyhrF(SmM>wGm`EAGpT1jNg<w${QeDN$k=v1
ze&dQDMWPd1X#6bfo%{?{5R)WsGY3;Yhsr(!!N|+y;@zW5ecDeV1o$tEj{^^zVatB-
z5|wU;UWzBz>~*B9ksQG|F8ook6f|{j<;c$3BQ1@l5edXkKM;ts3_bbnueEhfvOzpr
zbt-s@Ftc4~ENB#Frc%|0xseJ8ay4y;DjmLA{e>I{oE{?BIIL0<9=j-L|0)Y`6Fvzp
za*8RfN7pP$oSZnz7*T!wnliNDpi062l8%m`ka2Ts4B3@g$wgTAMNzrXn6mz;gMxDT
zrr4PBi><<-6Ga-u9@o)I&=*UiZTXh-eV;<C+D|z~GXBZKoC^mmx}DIRAKtoLVO7S@
zKae<+P`(T^a$O>4f1(tt6|2==VD+h-mg`cIzoMtyzKCjvWHP#lNvFJ<mFRmg?n_yX
zEIn0?Hn6S~xqNKE$l;7>b(AZt>aoesf`jKrDNOIrStyIHzLy>~d@U&{iKX8}DtVF@
zy!<^cI7aGQBz5eBqK)0lUZGUL611*Jy0`>C09{)j<2f(8iUa)%3f`EstQNKSs8ggb
zVm&2DDc2<-8K>lqUZwoa&V(AT86rvtZ0(v@gJ-nZFOkKtUX~W32y3L0ZKpS(sNjDW
zd*2-s9%!yIbyyR7VsNs07KixG={+89y+e5>M71o~`}=&)kyo>x;Y;7pZ#vgp1d;<0
z9J~5~?}3EsqIw^$i_5w{q-$Yp_vjVUt*mkk07Noe^eZsc0|oXp)+XztBw+gSeKAH9
zkqsEGN7`r!<{cuQ4`&!CL*}GKC1lWkh|#>jaS3@G8WoOdRq#YG1m+(|JVL=oIFCTU
zQ~I(b!Gu!{q+k1p7G%!pKbXfC-mTlyiXi<6N(JLzqj>6qO2*R`=G6dn@`IL_N_2|}
zd;49WI=&2abYE`i257Dz=tN7(`=!Hr@@0M7C&o0ki3{4Kn0DjNMcYS%SofVyt08uo
z7fQXw)hSk=_A4$Vcl%=opmuTWYRSdD<;xTGI2xOwNU=<c#x=P=ci15Dy>ir_U!2kH
zD*ldfrV*4C-9)4u4t*Q;4WBc2Vl$bL6yMY~pqsFJw`)z&Nz@W;V`~*(<csG^ib8U|
zmn4%>;~z^GP;yT`FF?8^>yU;;>zRKPQasC6Q^{MF38*>AEl!C{7(ArO%^^tUwoHO;
zZqwuua=$WDbtCHnibFzaeclX>j0oU7+QV+qdlGI`Gx@@;X@D*vq<S$!?rT(SXQ$>h
z<TQE00QMLWb0*bSuw1JlRsH0AKx;$e1R|O2ysBFf+eg~l#l=w?Hc~RNFS=bgLG@|3
znfX}=j{l422eW&gfb5eMKT$ur*zqj&Ojp$}YI9p0Y3{<sm<nDUB^AbECsh}!-g5d1
z$@EUaEjsk0@dS*lwj1Lw=YC|VmwuhCqt*TF^w~z&FRfZ-MAh5P@2hwduY1jn^%p+C
zW+iTll<5yuJ9{;yf<e9{hA+4#<sR$Z89tlGPIP(4>x5ztf8g6GoEfO5DF-0%w}L$J
zSnSRN*6EIAKXuY#<>1w_*orqfjClEwB-Z06$GOkiZkl0>Rb;fjYl#_9*ZfgQ2m&Sc
z_OgbeuxwaDZW0oD9v)TL#<Mb~v%HuzQwmP2oZQYQvY<HmCGjT4+*q`Wc>mIc!|0ND
zZqsey*Xpa%jc~5R)1X9UK*9Nm+PK1qbl<eQoORia;nt@s#f$Y&cx4Y&tn;_j1^?Ro
z#Ly+Gfl=B7d#SMBp1;8+hD2;{G+2xXx}Xu)(VRqzKZ0nD?4GE-D4tAdJ*oe`?NDWT
zS*hJme@$;WQ6tdM)i^O6_XTQc*U=I3ny7fvKTPpAf<u6I{^$mh<dM`7*PiQaC*X|n
zY-agO_gU$z`w1eiWC`PN@&?_wuZvw0yGE6R*B*gJp=Idqv%TVaqCLibiy0!z0@chh
zM9r495vUzY>Co2jx}(mgorsS*c{98}Uvs=3v5u(bBOu@|E}Tvg8aiYkl%VLtl7a=M
z^N~e98<MDoe-nAhFCcgm8n3=0l)C?`&ZKjrHf17P!MRH_7v)@oe8y8#w@oC}Zn=`C
z+~fPzc=Xf**8=VcA^+U6(PWb=LTjt1Qy9J8hRI%3SdN1GK9icWBb6?Ktr=c;E0J*^
zv=wXmK%Rh{IA>YT0N~khUgAoa=rfx-DM-Aj9<Zz;oZ<^^uk8xKbMKME;3CUf=`?Hu
z7O^o<5~v=_60yfR%EGH=tVaAOM)|R%b`E>5sJuyB=nk)n<U4A_*f`u^7aecfr-khn
zOZxpf4Gv708XT<VGj5YF(p%h3XDfG)<=gnSdnP#YS!W%Gv%DGyDGpV~&8?vXmlUTg
zzsxUA`%QCv-()8WhoyX3^?wauyf_-L?Zu06?B!Q^8eGCrp}%8ULfPl<CwdTm9(e`b
zPv85hu9{(+KlB2hWqi3Za3i|H&D>=!i_vb3z4RCWV?4Dyp4({bt?Fe?IIY-<g%p#l
z7qPS$BO|blmDw=Qh&Uh)An{;U3iIy~7z-H;Qp=|@$|HrL=!?yog?z+MKkc(ggnVZ4
zHs(#A#i*zEe(MJ!k2;7);U*^!$MN>b?sJk)Scx2xj3uJ!4~YEs;&6WQg1&TQ6Y`-i
zO(!L!T(v_a(jO;EPZS^2Q`#eIxYcU0BgJ56DylAC88wSLRKLkjF%ojQ8OFyaVjX6f
zn$l=Vb#nUQ)Sko80k=kxQgRDvBx5BvDZv#L{*BK>q%9I&ZAAv`CFU^0B;ONkWFm$x
zlHPB*Sc$w{A?RH3ahOSob--wrr{5&IJPo{uU(wO-zvUlpi6QY2|K9i9uzZqB0{KbH
zS}b#VQ6&oVV+Ll-Cpjp2wC@yD`Bax$#<e&&WjeF<+qp$Sv~_{f5H4%IQ*Vc_wu1c5
zGZHYn4XQ-_&{5?PoLBPed&1mS4(DTQI*)5+V1iDG@``G&W;oYQ>yPO{uB!bL6I-if
z!f86&+hp!426RC#*e2g*j0RC7(9qGn*lw~RwAqdHJBJXHREEB>zUqE^pW!AMB+9FI
zGZQ0Gl>}d<l;c&S?Q0I*s)PzV$&uCjp2|@(m@&x7%b}!|J1dlgVe0vS{9$g7oymSg
zp{*M@Lo=C3_f}rWOQ9-XX%|?t?P@}rV{?IN3Gdm6w6O`YV+32t`pKrqgw^UZXiy}1
z?E^B``y30>n;(rSOfv-b`;biueB8<ewCQ~Fwz;IRF&awBNoJ+Dn8|}eT~>D|x+k=B
z40ZPUQF#PxJ{9dv)SWeFqJzabkk>Q=Ia&~Z(@L5`eEPMgu=tbf`t37yLyt6_N>8ae
zK0)2|U8WAo_schzM#77=kn%I-h1IB%sisU`Ynvx4v2~~$(AiiOz9>XZ#(9NW!+w_F
zF!ikextYnAqI6?Yzfa6+d>1;e>8!&Lx+mTvZJ=Qham7n@n~6O{6y@b(r=In5a>6*H
z4Oh(25Pe5;@YXYo(l*tJYp`J`hA4P=Gy#M12r)q%gVUL|>!Vi=c8ia+2UPomOb#N|
z+p&Tnrl<1ktHf!vhnYI=BY-^12J4wB)Zn5vEY8c#&T<~CseC-{tWUW833b;S<mmn8
zfb&7*HfhHU3YCV$7m0xtrlOnuEHrb3xUETLZ0QVV=_W4uN)93GM7*6=q&qK7yVw#7
z$E2#2IQEna87k_tfW?u=G-6*K#`Eb83~pWd7zedHC@Ge3;G{Ja(rx#}XZ+2X4w6vT
zGZ#(m%%iJkNtYZpkTMGXfph987KIJL!<!uRzp5_SXDBZ%yjbPLyJSD*v*ofzOGYlR
zG@5MGK4_Ih??;V(kSgx9*qBT(V8`j&UP1NAad$8UI!F7_@_}9ZqmAVQUf?2kz9dbP
z*0qO)zje4y&1%F&ghg|<oJyB~Q=Lp<K5@CQ!&~UQlgd%hsd+!gPe82Jy6uLaZJ`ft
zEA56PsrO0V2{WBxY?Zb^cF2i++p#@j3aO3vR~6|KG%yDbI&_#XYl6NZ7GJ0J%ke6O
z6_CgC^#)TMijkD_q)i~EKi7bn!5I#B`}X_A?-H_J{y6Wj#T0-#vjL}=9K!qLC`7SY
zU>})zQPY==T?3r$yP~-MG3NQUBIGD9(-G}~Y7C#;V!s_8m~`-x_$H!03+xk>@3%VU
zq)Afw)fR*QfUa-F?1wA|f23QL!N-rqhYCG-G5d%HyvfVECs<;l1MH)pcL&p}m3!h7
ztazUi7;-KTn$ihzOjQyVKh>sXT*U0PC4`2%?B~4suEKF01Qp|%#k*W$FmF5TpwYqg
zqqK1CJ!gBkdoii3sDQ!rW!_Wx)69+9i0}LDm5In#H4+r!mhV`#Tg41m32PtTcn~F_
zKBG9!6J-Pt2+Aky*;6ZA$v&_8DKVl`op_x847e#jNf#$r%#;=Jf#v`wsTG$GUOm?$
zw8)~PJBhhnzJ=m^DOP1P(jHsjr05+aum1{J;z(iy^43u_SNcT0mvg-ebuuq>!$<X1
z1>4Rz`Vfmq5q^?_y#xEWf^~KGhew39k_q5onLybOkq?`e*<w`bFNp;0v&~)<wJQ-P
zDSui@KfG)x(c1U~+^vWj*9uQ@2{>aln+B2}b#@#Y+cj~W5weQTUX~lXeBS28iO3(i
z8pTg$%2O%adRZkq&J~1*=rp5FN|V$6QQ*xF#A$W@39Ro)Dd1P}o2uX9a{%)Fx_0f=
z<&*6n)-8T+Rumq6H}c;};@Iz#8r+nFRn>dU8q}<ARjy;OF-@X5D$PEu$k>vsh&s+S
z!iI9NmOpe+LFA;3nLscxO>)^EkOz7%u{?P>WO|s`EMFw%FW=QKdeA`Fx1N_G6>qvl
z&4eWR!z0UcQ6hX&#j)k$qvTKGC7PxEz$5?B{mB=IXM0z_&=2RAzh~A$D=roVTN&qw
zdhqAX*RL>Z)T`C}Sj5%F7C#EMR6p`ef!X`^yWLC!c(LOY-a7|A2gr_4Wn@N}{OX7+
zCRHp5*`Dm}sgScX^`HG}%}pw-wfUyU`n7*`$IaEH4J#|)tL{<MShDHk%wlrRYT2)a
z#4f9o#g>scix(|iYm7WD`$<799LLA2xkPTqkyOsaLfSKk&HjTWQzW!cQQIVYCiw_D
zqYrZCBAYO(<h14WhJ=Q(qP;MZOhAe9Y{-<)-i)9~<&PQBD}|zx2ren-Q-Z*i(vpiN
z8A70?sENkJbn`IH=Q~y(t$z%oEj|dIGl=cS9XeI*#-}T1--$(R$z1!sYitw<Jo&&x
zHRW!v!QsnP)w>%TRHvLb>cfUWp7%nLje^+Wk$BXX<nT&Pg-@6qG*S&k_A1sWd+)yy
z?|z&p|FE@h&u((|F=|td70o>;T4*Lt3m4d}2~tA$A`n(G9#Rn7e8#+^Bs{{usk=FB
z;;S}Oq?x<h{^%(cHT<Vh#~@KFlrVBb><a-eKAA&;f;O=Hn4q*lfI~sl(S-p~?BVG$
zju1<xPjoF=LeH}l$BKXy3aOh13%YAxQ~NHP-1e@f{5f0kz0;bjZ6?lfP?3HX2T=Rr
zbmHW`K&r`5DVG`yeu_kh;&1V6jmpZ6Vt)Cz0Y&%MXlcqIZ>>=sEz^fSmsYvYyC!(M
zcz54yBQq3^(N0v7GG-yM@qIN>%`C81xU3{ojsWw|d>l^s3|>Rju7N*eL}fw6oMP?W
z_X9$%Wt?Tm`}V<)XEr{B-LXUkZ7wzH`7%z9*>v8Ct$9Klkql&|kR%Du%41vix8948
zm)8c-kld_EfuFL_$CXM<wL@3<8}G(arILn4+2eKw4lf_~1qVEOvh1y>(Osqxw1h@t
z{I-BE?`;=~&!eG)UcRTE<B#^9L;0IuucKLEV89<T<miD8{mhdGbq9%P9${TJE!uE?
z`_bq2wJ|XLXwxW0vEmTNnN6e-H{u1afr%(^R9Bz7N#pcthed_!G2Y10D@hIUS_b}L
zdz>+Dd&P0x$-Gj0Ph;KqkdPEYSryeP3Lg8YGfQ`q)gl$}nuen5oK?biXFa|4HU<uz
zm@#fBRjK{A>u+mT{nejehnO08r$q55nn<T)s%9)ccl0XMFH%x`#mz$d<U>PJj8jUQ
zq$uxMFjf=l@(vP3Sm@Q4odVGV(-VoW>?x<MC8JSbqdLHBRYlf~!BS5tJsv0PfZ&t@
zE|!HRHz7wNTd|9rAx5lL`ATTc^UWFCHgIv~D;5D=i`m~lZV<&;T*7xoH`b%MJiw#r
z&)rKQ2jnoh6TwY9r5pW=NUx+6q}(LG(9iOQQ>|gn8?LRc1<qBEH*3~QUo^=!Wpm|2
zX<V|vyGqv|Z}=Q#Pq2$K#O(^pc-s^87$nNUm@1Ch+3Fi6Qd=UK#!l$!%P=ZNMnvJ`
zMnUBoe7tnxpR4nT;5Ek;^h9gb_f_-Rl*6A+7^b+s7@nu|M9OUEewxL<%<vE3h+}A2
zOV#hSm)SEHSP%T-av@!g$J%zrSz#!>$M1Yv_RAuWVP&uV7s23~+gk!Qb~_zfX8&54
z#s?GX;-uuP<QUbI(|8DTLruzAJCE`WrKIoW+LQxCO)O|IjmKRWyt01stZ9&%V~)n%
zRXiD1@Ca|nanW+uxZ;bx;md|x*WNRsxkt)T{cIm(b$8ELKhN^{ED~#iMU1wm-!F|h
zsq0L=4qh#tt9^f9p#Ia(w|uVMPxn*jY;g+n6^M1B>1^R<CVWT0clt?lY`4uEx&B-s
zi3wL?`n#-kIjg6uLf2TX{)yvxsH!z_7NZ?im2zsO**_oFtM<s!$~Ljl8ddO`E8rDy
zj5PkN`rbG!v6eWVc$OHR_~A3=l~44Vv@z>OyLj=i0-MOt!j<BQ7rXoH^2aEvVi~Nw
znH51qS$hBa0M}=iqg@|6xFrXTV!VaNHjt&_-jjWi$fQzNn<4yqc-Y$^1(?4+(^S(q
zoa`#d)pc)W!_DA+WgS*`{M1+kh{&zjY*BH!3!XEqW3`elQ8mu5k~t!sNxRV>@c#<1
z`{e9PI76>dxSJZ|+~4rUTU9?+x~J$AaLRaW$z)k!c0BtrpYdoMp^7Hj?!-@Zz_D~F
z8Gk?CSe$b^wtzyO#t7$4RcAV~(HG59>BNoLLnV{anxgWOo{gRvvzdrXkCW8t>)C5=
z4c1AMrhaSpUHQ65&X(PBQ6jCbH`xvR7Oy@K&rImV=8~G4;`T=o;-}N&Ij2Q#8`-@&
z6wxN4=_3C?&gm<pL*G$oHpE1w*~=UoXd_zu&4$MD`T_PYw#w>5Q;8w3C-I*Ne=f*J
zxR}skB47rDo`1<sRUMGPss>P)pAH22P0;KeIvU#-NQr;eIC5+qH^_zGk6*~580ZGP
z0mg50LKviV(Y<*LHM0y!Jii=%Gkybqw4H<Dn?tGikMTo5>*BB&C(|!y8@s1B6PG#4
z`;JxYsSdnD(!M&Y<)>3ebfSlH<ZEA4NPjUv9uIJn1dhvmO|*>$`#jc(nG^bu$TaE~
z<0B&PL3MNv=G2!j6P>6mo?z5&ut$7VB~GbN%HeGOSzLwfrFO%!1~s>d#huUUSgMxZ
z!I0WT#-xvpSDdu&+cnQ5dnfnMl_)9@wJGMn*fl;Y=giFA%2j>m(v)^Vbwd%Mm^}-_
zkLzK@f@<HRWEq@Eud@Kzgi%dFNSRy`jdmHYf`v6m<lVOPa_4G3u}}U+(hb-0ZPVAR
zp0BT<54MxrPOLMXyWIc6`dL>iVU@WWFKEN<(53cZd&9wBl-KH_X#4olpb2O+G}+aC
zV1c7Lgn)I{{3x_62au#*bMSqfy!pm+TiCW?QJWK6GZrS$ycO`K6DY)^Ld-&)qGV;o
zLO0Q$kE_Efk8Evak}Z^P2ef|GJZl<0QD-2)Z~r}Pyd*Cc7(I!ubUIZeC0Z&ei)V!N
zz>@puhgey#O11aVRR8Cq*tnE9SKN}xA@fNCHUl<YS&w%3Gq`+lXBTZX=A35};osw?
zr@Rcd*TJAaNFQ8iE8a1a_dO_bG3B8Ajf)~Go%TwbR%-TV5`yL+eTBr1gwgh|iDfz(
z#%`v;SAKGjHaxq-e$6#4`W@n&NU~z$?eP#L*KsGLo@!bgR3^!uMU00v9SCeI#SH8i
z=^O039itOPZ7V0?Cfid(tLAZNjePUN#uBCEvbXz_&v9NE72!5UEEbPgRy_hoI3;gW
zQk0bZZWfm*WUPHo3lkDlaG%SUCIq>!yoOMwT3ta!rFDL0XVZ5}zP8EQ`I%cvB6W7$
z6G#UOv{@_qrOfli`?Q0wQ>}B%A%%or>obq^gY4hN2`AG2JijyFrlwimTsL16d?^Ru
z?C{0!Cmuc?eKhLE=8|z!o})e-FXyo!t5LNpdEF+yAXkgS===Y4_#N7ObEbA!ny!N7
zei=}U;q&`yFA9dYA~7ep*aTIRbCRvD&pAB|jD9n&@la+CXnui`z<k-$@w;*E_vdhb
ztuD~OvP}*hQRh27&?Wlp{`jNX^Ghjfm$kLu{#BGR7w9I1>Ca3SU<nA(@0mtgUcijG
zAkB~jG%%10+2C9359)CIE*2S&%}<2mT7xN`;DcbKD0ge=_rG^p5i1FA8mz{DvrudL
z#r=M`Ez{@M{rmO2ax2Bn;|U)}+{MIz!u8?#h+*R96n8Eu{bxn(hdT(vnAN~}CcPWJ
zWgFcadzCSy`YJ%h-aIFNyCJQijy2I`8sAOu9^mk`gWJhyoi=%1kw_tT6U*<1IX8K=
zf8I;~?<!srfP%5DnLf2Tn3V<o&#Ddt0u^q7_ASu41!lKE{}zzk0^VD|a0{4j0pl%D
zx4ngTe3rMZyY8KYJLWq+i`xOaTVQ?*?nK{7h23`VNbYzI{_5J?wsdcS(Ji<ey#seb
z??&&~?iAgL*ZVu~of&s3?*{I)-O=3*+zFuni{s9q4}W#<i0|0$1l*Z%r|6E?_%DO*
z<lUKZC+|+cUF(kSPRiZ+vi~Ld&TYWkF6a)>AOYYN?Y1OpthZGGBmf~}TMZ<Dj5bW)
z!j^>j76<Ra^zBJ*3n1i>xVdlRd0PU&ddu+7T7bLacu9R*Z9Q#UZ6v_I>agEQO8iv>
z0ER&RssZ5SakSFbHPyEz(a|?Fw&0@LYiOb(G1lXvQf8I}N?P&j8ySl@!Sv;wq!e_W
zOm*4xsCc-MIC-?;iuD;BwXGNojLmHIVKyZ2T6``tet7Xc*)4%1yQ8_4Iou2qM{_d^
z8+J!7syh~Tc>5L&pdz^=u{GtQdM7DEVryw>W@>Cp!o<kN2x0(%=}8P=@N#|!OPDDM
zh>?W~E)u3^z%C~s^iP5C9v797t*sS10N~)@z~}&Gw1gP~Kx}Mm03Z{9iHQMD!C>>j
z!dBan!NP_duJ6te<9C0tS=cb%*~ADhwFel#1ArKTfPX3a*VY2YmKG$pinVnt?QFTI
z?Cgy7*x>~g`apdHJqA5y12zT_NMDZu9z!4lR1e6^s;h0F$EpwgmpZHeF!OKv-~(`l
zV7MRPEp{20rJkLxK8%Y>SVn?G*vQhx_8(gtkgzcVS*QU2JpKQcRq)vS&t8BB^q+3v
zgwwD~TIv}ad=SvK)#qjcg1`(w2m_E=0R&<Pv#>LP=zt)0AdnMqj}jhyI4eI)AI|pw
z!ulVS|G{brQ-DtiZbb`I3rhzJUMnjzV_j`qcsTx{?~du8G@O9j2>pj|{@dQtwvv?m
z-~DB7emkLW>DUD<b?waI87nIA|1(|w+Y#2&{mWo0JDAyBZs_R(^v(2dZL@&~83eaj
zPnX@m5@xOqpV`{~_AmfGBdNGK;e)ofmjv#+%;Pn){YS&h_%@T+&9p5Hxu_f&^z;q1
z?aXYc;E}qc*84{^%#6AJ(YWIS{9D%l5UV>BJhS0p1N^maa3hiYmtOxpLH}MX;R`Pp
zmBZ~)2yfZg!sojAzZPSrf3L;=%4+KWDXHPB{oN#nPwCq%p%!4jO)($@$P5C3S?;on
z3J9cvlfkp_f2H8&{^xbT5vFf|1SEkV-7ZJ}c#*I$GlQ8)3`qWg1G9jjAd<Tw5{rM}
zKuka;R=Cl(uYciyU=|?wKXA+>On>p;mfzi@Wn%dcS||xC@QxS+f`ZxLSEj!cL!eOL
zJsg|>1i!rfjSdI}{Xqw2VPm;34+3Oj`w!)JLZBcZ@DDl=E9f2_2*||32Dzsf%nBEH
zAIAm(-IoW3GPB)tBoG1yvVi~Kg|gm1Hx{_s`#1;?uH+ss6wCyMzd`$(Um#4((0lfQ
zfGkY+aX>ID{Pgbe!f}v4g2xK_lb0EIyS>Zb^a7#q*?A8KVuG^#=|3jcKXriNd+q#P
z9+(yUN8G@y5b&S8kU!@ED>Ku5|AASVS?~D;?gJK<Kjgt#@7n@D59ob)AQljOZ=m}&
zvqJv#DfG|z!VLMt&v1Fr`?fH_U4I`3W@Q8Zsh90fUoo@5)B5lBF@f0rn5Rq-wm*FU
z{WHE`D2VyKJTUWZb?iMI5H{$2|H0o6G5_IvC<OY4ub@oe`*R2kci;WF28M#c_tywG
zj_tmE5HR?Ub%TYK>3*KWml81ZeZ5dH<o?<O0)pX5`1kXL=N9uHykIuqAF+g6$8z6h
z2#^JMKfVwUJPZG>0|;Sa`oqr<xU253B@iaI`#RujEc8F^vxRBH3yWb$oSY;8d1EJi
z5>_Y)K+e+AmISW!_A`a3g@GjrJTSMPB}4^C)HqoL*}xDc2!x-BUx<xOke5k_4+v!i
q^9e9RK)eD_Aou^BLgV(Mh>fi_%=YdA1izrby@5nYDJU(3^nU<;Cs~pJ

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-reg.xml
new file mode 100644
index 00000000..87cb5331
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-reg.xml
@@ -0,0 +1,459 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-021-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='154'/>
+         <instruction instr-id='154' subinstr-id='2'/>
+         <instruction instr-id='154' subinstr-id='6'/>
+         <instruction instr-id='154' subinstr-id='8'/>
+         <instruction instr-id='154' subinstr-id='10'/>
+         <instruction instr-id='154' subinstr-id='12'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='165' subinstr-id='12'/>
+         <instruction instr-id='165' subinstr-id='14'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='176' subinstr-id='12'/>
+         <instruction instr-id='176' subinstr-id='14'/>
+         <instruction instr-id='176' subinstr-id='16'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='178' subinstr-id='8'/>
+         <instruction instr-id='178' subinstr-id='10'/>
+         <instruction instr-id='178' subinstr-id='12'/>
+         <instruction instr-id='178' subinstr-id='16'/>
+         <instruction instr-id='178' subinstr-id='18'/>
+         <instruction instr-id='178' subinstr-id='20'/>
+         <instruction instr-id='178' subinstr-id='22'/>
+         <instruction instr-id='178' subinstr-id='24'/>
+         <instruction instr-id='178' subinstr-id='28'/>
+         <instruction instr-id='178' subinstr-id='30'/>
+         <instruction instr-id='178' subinstr-id='32'/>
+         <instruction instr-id='178' subinstr-id='36'/>
+         <instruction instr-id='178' subinstr-id='38'/>
+         <instruction instr-id='178' subinstr-id='40'/>
+         <instruction instr-id='178' subinstr-id='42'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='180' subinstr-id='4'/>
+         <instruction instr-id='180' subinstr-id='6'/>
+         <instruction instr-id='180' subinstr-id='8'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='183' subinstr-id='4'/>
+         <instruction instr-id='183' subinstr-id='6'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='186' subinstr-id='8'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='195' subinstr-id='2'/>
+         <instruction instr-id='195' subinstr-id='4'/>
+         <instruction instr-id='195' subinstr-id='6'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='199' subinstr-id='2'/>
+         <instruction instr-id='199' subinstr-id='4'/>
+         <instruction instr-id='199' subinstr-id='6'/>
+         <instruction instr-id='199' subinstr-id='10'/>
+         <instruction instr-id='199' subinstr-id='12'/>
+         <instruction instr-id='199' subinstr-id='14'/>
+         <instruction instr-id='199' subinstr-id='16'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='209' subinstr-id='4'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='219' subinstr-id='2'/>
+         <instruction instr-id='219' subinstr-id='4'/>
+         <instruction instr-id='219' subinstr-id='6'/>
+         <instruction instr-id='219' subinstr-id='8'/>
+         <instruction instr-id='219' subinstr-id='10'/>
+         <instruction instr-id='219' subinstr-id='12'/>
+         <instruction instr-id='219' subinstr-id='14'/>
+         <instruction instr-id='219' subinstr-id='16'/>
+         <instruction instr-id='219' subinstr-id='18'/>
+         <instruction instr-id='219' subinstr-id='20'/>
+         <instruction instr-id='219' subinstr-id='22'/>
+         <instruction instr-id='219' subinstr-id='24'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='221' subinstr-id='4'/>
+         <instruction instr-id='221' subinstr-id='6'/>
+         <instruction instr-id='221' subinstr-id='8'/>
+         <instruction instr-id='221' subinstr-id='10'/>
+         <instruction instr-id='221' subinstr-id='12'/>
+         <instruction instr-id='221' subinstr-id='16'/>
+         <instruction instr-id='221' subinstr-id='18'/>
+         <instruction instr-id='221' subinstr-id='20'/>
+         <instruction instr-id='221' subinstr-id='22'/>
+         <instruction instr-id='221' subinstr-id='24'/>
+         <instruction instr-id='221' subinstr-id='26'/>
+         <instruction instr-id='221' subinstr-id='28'/>
+         <instruction instr-id='221' subinstr-id='30'/>
+         <instruction instr-id='221' subinstr-id='32'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='305' subinstr-id='2'/>
+         <instruction instr-id='305' subinstr-id='4'/>
+         <instruction instr-id='305' subinstr-id='6'/>
+         <instruction instr-id='305' subinstr-id='8'/>
+         <instruction instr-id='305' subinstr-id='10'/>
+         <instruction instr-id='305' subinstr-id='12'/>
+         <instruction instr-id='305' subinstr-id='14'/>
+         <instruction instr-id='305' subinstr-id='18'/>
+         <instruction instr-id='305' subinstr-id='20'/>
+         <instruction instr-id='305' subinstr-id='22'/>
+         <instruction instr-id='305' subinstr-id='24'/>
+         <instruction instr-id='305' subinstr-id='26'/>
+         <instruction instr-id='305' subinstr-id='28'/>
+         <instruction instr-id='305' subinstr-id='30'/>
+         <instruction instr-id='305' subinstr-id='32'/>
+         <instruction instr-id='305' subinstr-id='34'/>
+         <instruction instr-id='305' subinstr-id='36'/>
+         <instruction instr-id='305' subinstr-id='38'/>
+         <instruction instr-id='305' subinstr-id='40'/>
+         <instruction instr-id='305' subinstr-id='42'/>
+         <instruction instr-id='305' subinstr-id='44'/>
+         <instruction instr-id='305' subinstr-id='46'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='14'/>
+         <instruction instr-id='308' subinstr-id='16'/>
+         <instruction instr-id='308' subinstr-id='18'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='314' subinstr-id='4'/>
+         <instruction instr-id='314' subinstr-id='6'/>
+         <instruction instr-id='314' subinstr-id='8'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='12'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='326' subinstr-id='6'/>
+         <instruction instr-id='326' subinstr-id='8'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='332' subinstr-id='6'/>
+         <instruction instr-id='332' subinstr-id='8'/>
+         <instruction instr-id='332' subinstr-id='10'/>
+         <instruction instr-id='332' subinstr-id='12'/>
+         <instruction instr-id='332' subinstr-id='14'/>
+         <instruction instr-id='342'/>
+         <instruction instr-id='342' subinstr-id='2'/>
+         <instruction instr-id='352'/>
+         <instruction instr-id='352' subinstr-id='2'/>
+         <instruction instr-id='352' subinstr-id='4'/>
+         <instruction instr-id='352' subinstr-id='6'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='355' subinstr-id='2'/>
+         <instruction instr-id='355' subinstr-id='4'/>
+         <instruction instr-id='355' subinstr-id='6'/>
+         <instruction instr-id='358'/>
+         <instruction instr-id='358' subinstr-id='2'/>
+         <instruction instr-id='360'/>
+         <instruction instr-id='360' subinstr-id='2'/>
+         <instruction instr-id='363'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='366' subinstr-id='2'/>
+         <instruction instr-id='366' subinstr-id='4'/>
+         <instruction instr-id='366' subinstr-id='6'/>
+         <instruction instr-id='366' subinstr-id='8'/>
+         <instruction instr-id='366' subinstr-id='10'/>
+         <instruction instr-id='366' subinstr-id='12'/>
+         <instruction instr-id='366' subinstr-id='14'/>
+         <instruction instr-id='366' subinstr-id='16'/>
+         <instruction instr-id='366' subinstr-id='18'/>
+         <instruction instr-id='366' subinstr-id='20'/>
+         <instruction instr-id='369'/>
+         <instruction instr-id='372'/>
+         <instruction instr-id='372' subinstr-id='2'/>
+         <instruction instr-id='372' subinstr-id='4'/>
+         <instruction instr-id='372' subinstr-id='6'/>
+         <instruction instr-id='372' subinstr-id='8'/>
+         <instruction instr-id='372' subinstr-id='10'/>
+         <instruction instr-id='372' subinstr-id='12'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='382' subinstr-id='2'/>
+         <instruction instr-id='392'/>
+         <instruction instr-id='392' subinstr-id='2'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='395' subinstr-id='2'/>
+         <instruction instr-id='395' subinstr-id='4'/>
+         <instruction instr-id='395' subinstr-id='6'/>
+         <instruction instr-id='395' subinstr-id='8'/>
+         <instruction instr-id='395' subinstr-id='10'/>
+         <instruction instr-id='398'/>
+         <instruction instr-id='398' subinstr-id='2'/>
+         <instruction instr-id='401'/>
+         <instruction instr-id='401' subinstr-id='2'/>
+         <instruction instr-id='401' subinstr-id='4'/>
+         <instruction instr-id='401' subinstr-id='6'/>
+         <instruction instr-id='401' subinstr-id='8'/>
+         <instruction instr-id='401' subinstr-id='10'/>
+         <instruction instr-id='401' subinstr-id='12'/>
+         <instruction instr-id='401' subinstr-id='16'/>
+         <instruction instr-id='401' subinstr-id='18'/>
+         <instruction instr-id='401' subinstr-id='20'/>
+         <instruction instr-id='404'/>
+         <instruction instr-id='407'/>
+         <instruction instr-id='407' subinstr-id='2'/>
+         <instruction instr-id='407' subinstr-id='4'/>
+         <instruction instr-id='407' subinstr-id='6'/>
+         <instruction instr-id='407' subinstr-id='8'/>
+         <instruction instr-id='407' subinstr-id='10'/>
+         <instruction instr-id='407' subinstr-id='12'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='413'/>
+         <instruction instr-id='413' subinstr-id='2'/>
+         <instruction instr-id='413' subinstr-id='4'/>
+         <instruction instr-id='413' subinstr-id='6'/>
+         <instruction instr-id='413' subinstr-id='8'/>
+         <instruction instr-id='413' subinstr-id='10'/>
+         <instruction instr-id='413' subinstr-id='12'/>
+         <instruction instr-id='416'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='419' subinstr-id='2'/>
+         <instruction instr-id='419' subinstr-id='4'/>
+         <instruction instr-id='419' subinstr-id='6'/>
+         <instruction instr-id='419' subinstr-id='8'/>
+         <instruction instr-id='419' subinstr-id='10'/>
+         <instruction instr-id='419' subinstr-id='12'/>
+         <instruction instr-id='419' subinstr-id='14'/>
+         <instruction instr-id='429'/>
+         <instruction instr-id='429' subinstr-id='2'/>
+         <instruction instr-id='439'/>
+         <instruction instr-id='439' subinstr-id='2'/>
+         <instruction instr-id='439' subinstr-id='4'/>
+         <instruction instr-id='439' subinstr-id='6'/>
+         <instruction instr-id='442'/>
+         <instruction instr-id='442' subinstr-id='2'/>
+         <instruction instr-id='442' subinstr-id='4'/>
+         <instruction instr-id='442' subinstr-id='6'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='445' subinstr-id='2'/>
+         <instruction instr-id='447'/>
+         <instruction instr-id='447' subinstr-id='2'/>
+         <instruction instr-id='447' subinstr-id='4'/>
+         <instruction instr-id='447' subinstr-id='6'/>
+         <instruction instr-id='447' subinstr-id='10'/>
+         <instruction instr-id='447' subinstr-id='12'/>
+         <instruction instr-id='447' subinstr-id='14'/>
+         <instruction instr-id='450'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='453' subinstr-id='2'/>
+         <instruction instr-id='453' subinstr-id='4'/>
+         <instruction instr-id='453' subinstr-id='6'/>
+         <instruction instr-id='453' subinstr-id='8'/>
+         <instruction instr-id='453' subinstr-id='10'/>
+         <instruction instr-id='456'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='459' subinstr-id='4'/>
+         <instruction instr-id='459' subinstr-id='6'/>
+         <instruction instr-id='459' subinstr-id='8'/>
+         <instruction instr-id='459' subinstr-id='10'/>
+         <instruction instr-id='459' subinstr-id='12'/>
+         <instruction instr-id='462'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='465' subinstr-id='4'/>
+         <instruction instr-id='465' subinstr-id='6'/>
+         <instruction instr-id='465' subinstr-id='8'/>
+         <instruction instr-id='465' subinstr-id='10'/>
+         <instruction instr-id='465' subinstr-id='12'/>
+         <instruction instr-id='465' subinstr-id='14'/>
+         <instruction instr-id='465' subinstr-id='18'/>
+         <instruction instr-id='465' subinstr-id='20'/>
+         <instruction instr-id='465' subinstr-id='22'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='471' subinstr-id='4'/>
+         <instruction instr-id='471' subinstr-id='6'/>
+         <instruction instr-id='471' subinstr-id='8'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='477' subinstr-id='2'/>
+         <instruction instr-id='477' subinstr-id='4'/>
+         <instruction instr-id='477' subinstr-id='6'/>
+         <instruction instr-id='477' subinstr-id='8'/>
+         <instruction instr-id='477' subinstr-id='10'/>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='497'/>
+         <instruction instr-id='497' subinstr-id='2'/>
+         <instruction instr-id='500'/>
+         <instruction instr-id='503'/>
+         <instruction instr-id='503' subinstr-id='2'/>
+         <instruction instr-id='503' subinstr-id='4'/>
+         <instruction instr-id='503' subinstr-id='6'/>
+         <instruction instr-id='503' subinstr-id='8'/>
+         <instruction instr-id='503' subinstr-id='10'/>
+         <bounding-box x1='35' y1='562' x2='543' y2='686'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='733'/>
+         <instruction instr-id='733' subinstr-id='2'/>
+         <instruction instr-id='733' subinstr-id='4'/>
+         <instruction instr-id='733' subinstr-id='6'/>
+         <instruction instr-id='733' subinstr-id='8'/>
+         <instruction instr-id='733' subinstr-id='10'/>
+         <instruction instr-id='733' subinstr-id='12'/>
+         <instruction instr-id='733' subinstr-id='14'/>
+         <instruction instr-id='736'/>
+         <instruction instr-id='736' subinstr-id='2'/>
+         <instruction instr-id='736' subinstr-id='4'/>
+         <instruction instr-id='736' subinstr-id='6'/>
+         <instruction instr-id='736' subinstr-id='8'/>
+         <instruction instr-id='738'/>
+         <instruction instr-id='738' subinstr-id='2'/>
+         <instruction instr-id='738' subinstr-id='6'/>
+         <instruction instr-id='738' subinstr-id='8'/>
+         <instruction instr-id='738' subinstr-id='10'/>
+         <instruction instr-id='738' subinstr-id='12'/>
+         <instruction instr-id='742'/>
+         <instruction instr-id='742' subinstr-id='2'/>
+         <instruction instr-id='742' subinstr-id='4'/>
+         <instruction instr-id='742' subinstr-id='6'/>
+         <instruction instr-id='746'/>
+         <instruction instr-id='746' subinstr-id='2'/>
+         <instruction instr-id='746' subinstr-id='6'/>
+         <instruction instr-id='746' subinstr-id='8'/>
+         <instruction instr-id='746' subinstr-id='10'/>
+         <instruction instr-id='746' subinstr-id='12'/>
+         <instruction instr-id='749'/>
+         <instruction instr-id='749' subinstr-id='2'/>
+         <instruction instr-id='749' subinstr-id='4'/>
+         <instruction instr-id='749' subinstr-id='6'/>
+         <instruction instr-id='759'/>
+         <instruction instr-id='759' subinstr-id='2'/>
+         <instruction instr-id='759' subinstr-id='4'/>
+         <instruction instr-id='769'/>
+         <instruction instr-id='769' subinstr-id='2'/>
+         <instruction instr-id='769' subinstr-id='4'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='772' subinstr-id='2'/>
+         <instruction instr-id='772' subinstr-id='4'/>
+         <instruction instr-id='772' subinstr-id='6'/>
+         <instruction instr-id='772' subinstr-id='8'/>
+         <instruction instr-id='772' subinstr-id='10'/>
+         <instruction instr-id='772' subinstr-id='12'/>
+         <instruction instr-id='772' subinstr-id='16'/>
+         <instruction instr-id='772' subinstr-id='18'/>
+         <instruction instr-id='772' subinstr-id='20'/>
+         <instruction instr-id='772' subinstr-id='22'/>
+         <instruction instr-id='782'/>
+         <instruction instr-id='782' subinstr-id='2'/>
+         <instruction instr-id='792'/>
+         <instruction instr-id='792' subinstr-id='2'/>
+         <instruction instr-id='795'/>
+         <instruction instr-id='795' subinstr-id='2'/>
+         <instruction instr-id='795' subinstr-id='4'/>
+         <instruction instr-id='795' subinstr-id='6'/>
+         <instruction instr-id='795' subinstr-id='8'/>
+         <instruction instr-id='795' subinstr-id='10'/>
+         <instruction instr-id='795' subinstr-id='12'/>
+         <instruction instr-id='795' subinstr-id='14'/>
+         <instruction instr-id='795' subinstr-id='18'/>
+         <instruction instr-id='795' subinstr-id='20'/>
+         <instruction instr-id='795' subinstr-id='22'/>
+         <instruction instr-id='795' subinstr-id='24'/>
+         <instruction instr-id='795' subinstr-id='26'/>
+         <instruction instr-id='805'/>
+         <instruction instr-id='805' subinstr-id='2'/>
+         <instruction instr-id='815'/>
+         <instruction instr-id='815' subinstr-id='2'/>
+         <bounding-box x1='166' y1='87' x2='409' y2='138'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-str.xml
new file mode 100644
index 00000000..3dfdd591
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021-str.xml
@@ -0,0 +1,751 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-021-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='35' y1='666' x2='134' y2='674'/>
+            <content>Content domain and process</content>
+            <instruction instr-id='178' subinstr-id='0'/>
+            <instruction instr-id='178' subinstr-id='2'/>
+            <instruction instr-id='178' subinstr-id='4'/>
+            <instruction instr-id='178' subinstr-id='6'/>
+            <instruction instr-id='178' subinstr-id='8'/>
+            <instruction instr-id='178' subinstr-id='10'/>
+            <instruction instr-id='178' subinstr-id='12'/>
+            <instruction instr-id='178' subinstr-id='16'/>
+            <instruction instr-id='178' subinstr-id='18'/>
+            <instruction instr-id='178' subinstr-id='20'/>
+            <instruction instr-id='178' subinstr-id='22'/>
+            <instruction instr-id='178' subinstr-id='24'/>
+            <instruction instr-id='178' subinstr-id='28'/>
+            <instruction instr-id='178' subinstr-id='30'/>
+            <instruction instr-id='178' subinstr-id='32'/>
+            <instruction instr-id='178' subinstr-id='36'/>
+            <instruction instr-id='178' subinstr-id='38'/>
+            <instruction instr-id='178' subinstr-id='40'/>
+            <instruction instr-id='178' subinstr-id='42'/>
+         </cell>
+         <cell id='2' start-row='1' start-col='2' end-row='1' end-col='3'>
+            <bounding-box x1='306' y1='678' x2='335' y2='686'/>
+            <content>All items</content>
+            <instruction instr-id='154' subinstr-id='0'/>
+            <instruction instr-id='154' subinstr-id='2'/>
+            <instruction instr-id='154' subinstr-id='6'/>
+            <instruction instr-id='154' subinstr-id='8'/>
+            <instruction instr-id='154' subinstr-id='10'/>
+            <instruction instr-id='154' subinstr-id='12'/>
+         </cell>
+         <cell id='3' start-row='1' start-col='4' end-row='1' end-col='5'>
+            <bounding-box x1='398' y1='678' x2='434' y2='686'/>
+            <content>New items</content>
+            <instruction instr-id='165' subinstr-id='0'/>
+            <instruction instr-id='165' subinstr-id='2'/>
+            <instruction instr-id='165' subinstr-id='4'/>
+            <instruction instr-id='165' subinstr-id='8'/>
+            <instruction instr-id='165' subinstr-id='10'/>
+            <instruction instr-id='165' subinstr-id='12'/>
+            <instruction instr-id='165' subinstr-id='14'/>
+         </cell>
+         <cell id='4' start-row='1' start-col='6' end-row='1' end-col='7'>
+            <bounding-box x1='490' y1='678' x2='531' y2='686'/>
+            <content>Trend items</content>
+            <instruction instr-id='176' subinstr-id='0'/>
+            <instruction instr-id='176' subinstr-id='2'/>
+            <instruction instr-id='176' subinstr-id='4'/>
+            <instruction instr-id='176' subinstr-id='6'/>
+            <instruction instr-id='176' subinstr-id='10'/>
+            <instruction instr-id='176' subinstr-id='12'/>
+            <instruction instr-id='176' subinstr-id='14'/>
+            <instruction instr-id='176' subinstr-id='16'/>
+         </cell>
+         <cell id='5' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='286' y1='666' x2='314' y2='674'/>
+            <content>Number</content>
+            <instruction instr-id='180' subinstr-id='0'/>
+            <instruction instr-id='180' subinstr-id='2'/>
+            <instruction instr-id='180' subinstr-id='4'/>
+            <instruction instr-id='180' subinstr-id='6'/>
+            <instruction instr-id='180' subinstr-id='8'/>
+         </cell>
+         <cell id='6' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='326' y1='666' x2='353' y2='674'/>
+            <content>Percent</content>
+            <instruction instr-id='183' subinstr-id='0'/>
+            <instruction instr-id='183' subinstr-id='2'/>
+            <instruction instr-id='183' subinstr-id='4'/>
+            <instruction instr-id='183' subinstr-id='6'/>
+         </cell>
+         <cell id='7' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='381' y1='666' x2='409' y2='674'/>
+            <content>Number</content>
+            <instruction instr-id='186' subinstr-id='0'/>
+            <instruction instr-id='186' subinstr-id='2'/>
+            <instruction instr-id='186' subinstr-id='4'/>
+            <instruction instr-id='186' subinstr-id='6'/>
+            <instruction instr-id='186' subinstr-id='8'/>
+         </cell>
+         <cell id='8' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='421' y1='666' x2='448' y2='674'/>
+            <content>Percent</content>
+            <instruction instr-id='189' subinstr-id='0'/>
+            <instruction instr-id='189' subinstr-id='2'/>
+            <instruction instr-id='189' subinstr-id='4'/>
+            <instruction instr-id='189' subinstr-id='6'/>
+         </cell>
+         <cell id='9' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='477' y1='666' x2='504' y2='674'/>
+            <content>Number</content>
+            <instruction instr-id='192' subinstr-id='0'/>
+            <instruction instr-id='192' subinstr-id='2'/>
+            <instruction instr-id='192' subinstr-id='4'/>
+            <instruction instr-id='192' subinstr-id='6'/>
+            <instruction instr-id='192' subinstr-id='8'/>
+         </cell>
+         <cell id='10' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='516' y1='666' x2='543' y2='674'/>
+            <content>Percent</content>
+            <instruction instr-id='195' subinstr-id='0'/>
+            <instruction instr-id='195' subinstr-id='2'/>
+            <instruction instr-id='195' subinstr-id='4'/>
+            <instruction instr-id='195' subinstr-id='6'/>
+         </cell>
+         <cell id='11' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='44' y1='655' x2='85' y2='663'/>
+            <content>Total items</content>
+            <instruction instr-id='199' subinstr-id='0'/>
+            <instruction instr-id='199' subinstr-id='2'/>
+            <instruction instr-id='199' subinstr-id='4'/>
+            <instruction instr-id='199' subinstr-id='6'/>
+            <instruction instr-id='199' subinstr-id='10'/>
+            <instruction instr-id='199' subinstr-id='12'/>
+            <instruction instr-id='199' subinstr-id='14'/>
+            <instruction instr-id='199' subinstr-id='16'/>
+         </cell>
+         <cell id='12' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='301' y1='655' x2='314' y2='663'/>
+            <content>135</content>
+            <instruction instr-id='209' subinstr-id='0'/>
+            <instruction instr-id='209' subinstr-id='2'/>
+            <instruction instr-id='209' subinstr-id='4'/>
+         </cell>
+         <cell id='13' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='340' y1='655' x2='353' y2='663'/>
+            <content>100</content>
+            <instruction instr-id='219' subinstr-id='0'/>
+            <instruction instr-id='219' subinstr-id='2'/>
+            <instruction instr-id='219' subinstr-id='4'/>
+         </cell>
+         <cell id='14' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='400' y1='655' x2='409' y2='663'/>
+            <content>60</content>
+            <instruction instr-id='219' subinstr-id='6'/>
+            <instruction instr-id='219' subinstr-id='8'/>
+         </cell>
+         <cell id='15' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='435' y1='655' x2='448' y2='663'/>
+            <content>100</content>
+            <instruction instr-id='219' subinstr-id='10'/>
+            <instruction instr-id='219' subinstr-id='12'/>
+            <instruction instr-id='219' subinstr-id='14'/>
+         </cell>
+         <cell id='16' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='495' y1='655' x2='504' y2='663'/>
+            <content>75</content>
+            <instruction instr-id='219' subinstr-id='16'/>
+            <instruction instr-id='219' subinstr-id='18'/>
+         </cell>
+         <cell id='17' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='530' y1='655' x2='543' y2='663'/>
+            <content>100</content>
+            <instruction instr-id='219' subinstr-id='20'/>
+            <instruction instr-id='219' subinstr-id='22'/>
+            <instruction instr-id='219' subinstr-id='24'/>
+         </cell>
+         <cell id='18' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='39' y1='645' x2='113' y2='652'/>
+            <content>Purposes of reading</content>
+            <instruction instr-id='221' subinstr-id='0'/>
+            <instruction instr-id='221' subinstr-id='2'/>
+            <instruction instr-id='221' subinstr-id='4'/>
+            <instruction instr-id='221' subinstr-id='6'/>
+            <instruction instr-id='221' subinstr-id='8'/>
+            <instruction instr-id='221' subinstr-id='10'/>
+            <instruction instr-id='221' subinstr-id='12'/>
+            <instruction instr-id='221' subinstr-id='16'/>
+            <instruction instr-id='221' subinstr-id='18'/>
+            <instruction instr-id='221' subinstr-id='20'/>
+            <instruction instr-id='221' subinstr-id='22'/>
+            <instruction instr-id='221' subinstr-id='24'/>
+            <instruction instr-id='221' subinstr-id='26'/>
+            <instruction instr-id='221' subinstr-id='28'/>
+            <instruction instr-id='221' subinstr-id='30'/>
+            <instruction instr-id='221' subinstr-id='32'/>
+         </cell>
+         <cell id='19' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='44' y1='634' x2='110' y2='642'/>
+            <content>Literary experience</content>
+            <instruction instr-id='224' subinstr-id='0'/>
+            <instruction instr-id='224' subinstr-id='2'/>
+            <instruction instr-id='224' subinstr-id='4'/>
+            <instruction instr-id='224' subinstr-id='6'/>
+            <instruction instr-id='224' subinstr-id='8'/>
+            <instruction instr-id='224' subinstr-id='10'/>
+            <instruction instr-id='227' subinstr-id='0'/>
+            <instruction instr-id='230' subinstr-id='0'/>
+            <instruction instr-id='230' subinstr-id='2'/>
+            <instruction instr-id='230' subinstr-id='4'/>
+            <instruction instr-id='230' subinstr-id='6'/>
+            <instruction instr-id='230' subinstr-id='8'/>
+            <instruction instr-id='230' subinstr-id='10'/>
+         </cell>
+         <cell id='20' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='305' y1='634' x2='314' y2='642'/>
+            <content>72</content>
+            <instruction instr-id='240' subinstr-id='0'/>
+            <instruction instr-id='240' subinstr-id='2'/>
+         </cell>
+         <cell id='21' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='344' y1='634' x2='353' y2='642'/>
+            <content>53</content>
+            <instruction instr-id='250' subinstr-id='0'/>
+            <instruction instr-id='250' subinstr-id='2'/>
+         </cell>
+         <cell id='22' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='400' y1='634' x2='409' y2='642'/>
+            <content>33</content>
+            <instruction instr-id='253' subinstr-id='0'/>
+            <instruction instr-id='253' subinstr-id='2'/>
+         </cell>
+         <cell id='23' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='439' y1='634' x2='448' y2='642'/>
+            <content>55</content>
+            <instruction instr-id='256' subinstr-id='0'/>
+            <instruction instr-id='256' subinstr-id='2'/>
+         </cell>
+         <cell id='24' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='495' y1='634' x2='504' y2='642'/>
+            <content>39</content>
+            <instruction instr-id='259' subinstr-id='0'/>
+            <instruction instr-id='259' subinstr-id='2'/>
+         </cell>
+         <cell id='25' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='534' y1='634' x2='543' y2='642'/>
+            <content>52</content>
+            <instruction instr-id='262' subinstr-id='0'/>
+            <instruction instr-id='262' subinstr-id='2'/>
+         </cell>
+         <cell id='26' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='44' y1='623' x2='141' y2='631'/>
+            <content>Acquire and use information</content>
+            <instruction instr-id='264' subinstr-id='0'/>
+            <instruction instr-id='264' subinstr-id='2'/>
+            <instruction instr-id='264' subinstr-id='4'/>
+            <instruction instr-id='264' subinstr-id='6'/>
+            <instruction instr-id='264' subinstr-id='10'/>
+            <instruction instr-id='264' subinstr-id='12'/>
+            <instruction instr-id='264' subinstr-id='14'/>
+            <instruction instr-id='267' subinstr-id='0'/>
+            <instruction instr-id='270' subinstr-id='0'/>
+            <instruction instr-id='273' subinstr-id='0'/>
+            <instruction instr-id='276' subinstr-id='0'/>
+            <instruction instr-id='276' subinstr-id='2'/>
+            <instruction instr-id='276' subinstr-id='4'/>
+            <instruction instr-id='276' subinstr-id='6'/>
+            <instruction instr-id='276' subinstr-id='8'/>
+            <instruction instr-id='276' subinstr-id='10'/>
+            <instruction instr-id='276' subinstr-id='12'/>
+            <instruction instr-id='276' subinstr-id='14'/>
+         </cell>
+         <cell id='27' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='305' y1='623' x2='314' y2='631'/>
+            <content>63</content>
+            <instruction instr-id='286' subinstr-id='0'/>
+            <instruction instr-id='286' subinstr-id='2'/>
+         </cell>
+         <cell id='28' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='344' y1='623' x2='353' y2='631'/>
+            <content>47</content>
+            <instruction instr-id='296' subinstr-id='0'/>
+            <instruction instr-id='296' subinstr-id='2'/>
+         </cell>
+         <cell id='29' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='400' y1='623' x2='409' y2='631'/>
+            <content>27</content>
+            <instruction instr-id='296' subinstr-id='4'/>
+            <instruction instr-id='296' subinstr-id='6'/>
+         </cell>
+         <cell id='30' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='439' y1='623' x2='448' y2='631'/>
+            <content>45</content>
+            <instruction instr-id='296' subinstr-id='8'/>
+            <instruction instr-id='296' subinstr-id='10'/>
+         </cell>
+         <cell id='31' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='495' y1='623' x2='504' y2='631'/>
+            <content>36</content>
+            <instruction instr-id='299' subinstr-id='0'/>
+            <instruction instr-id='299' subinstr-id='2'/>
+         </cell>
+         <cell id='32' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='534' y1='623' x2='543' y2='631'/>
+            <content>48</content>
+            <instruction instr-id='302' subinstr-id='0'/>
+            <instruction instr-id='302' subinstr-id='2'/>
+         </cell>
+         <cell id='33' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='37' y1='606' x2='145' y2='614'/>
+            <content>Processes of comprehension</content>
+            <instruction instr-id='305' subinstr-id='0'/>
+            <instruction instr-id='305' subinstr-id='2'/>
+            <instruction instr-id='305' subinstr-id='4'/>
+            <instruction instr-id='305' subinstr-id='6'/>
+            <instruction instr-id='305' subinstr-id='8'/>
+            <instruction instr-id='305' subinstr-id='10'/>
+            <instruction instr-id='305' subinstr-id='12'/>
+            <instruction instr-id='305' subinstr-id='14'/>
+            <instruction instr-id='305' subinstr-id='18'/>
+            <instruction instr-id='305' subinstr-id='20'/>
+            <instruction instr-id='305' subinstr-id='22'/>
+            <instruction instr-id='305' subinstr-id='24'/>
+            <instruction instr-id='305' subinstr-id='26'/>
+            <instruction instr-id='305' subinstr-id='28'/>
+            <instruction instr-id='305' subinstr-id='30'/>
+            <instruction instr-id='305' subinstr-id='32'/>
+            <instruction instr-id='305' subinstr-id='34'/>
+            <instruction instr-id='305' subinstr-id='36'/>
+            <instruction instr-id='305' subinstr-id='38'/>
+            <instruction instr-id='305' subinstr-id='40'/>
+            <instruction instr-id='305' subinstr-id='42'/>
+            <instruction instr-id='305' subinstr-id='44'/>
+            <instruction instr-id='305' subinstr-id='46'/>
+         </cell>
+         <cell id='34' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='44' y1='595' x2='215' y2='603'/>
+            <content>Focuson and retrieve explicitly stated information</content>
+            <instruction instr-id='308' subinstr-id='0'/>
+            <instruction instr-id='308' subinstr-id='2'/>
+            <instruction instr-id='308' subinstr-id='4'/>
+            <instruction instr-id='308' subinstr-id='6'/>
+            <instruction instr-id='308' subinstr-id='8'/>
+            <instruction instr-id='308' subinstr-id='10'/>
+            <instruction instr-id='308' subinstr-id='14'/>
+            <instruction instr-id='308' subinstr-id='16'/>
+            <instruction instr-id='308' subinstr-id='18'/>
+            <instruction instr-id='311' subinstr-id='-1'/>
+            <instruction instr-id='314' subinstr-id='0'/>
+            <instruction instr-id='314' subinstr-id='2'/>
+            <instruction instr-id='314' subinstr-id='4'/>
+            <instruction instr-id='314' subinstr-id='6'/>
+            <instruction instr-id='314' subinstr-id='8'/>
+            <instruction instr-id='317' subinstr-id='0'/>
+            <instruction instr-id='320' subinstr-id='0'/>
+            <instruction instr-id='320' subinstr-id='2'/>
+            <instruction instr-id='320' subinstr-id='4'/>
+            <instruction instr-id='320' subinstr-id='6'/>
+            <instruction instr-id='320' subinstr-id='8'/>
+            <instruction instr-id='320' subinstr-id='10'/>
+            <instruction instr-id='320' subinstr-id='12'/>
+            <instruction instr-id='323' subinstr-id='-1'/>
+            <instruction instr-id='326' subinstr-id='0'/>
+            <instruction instr-id='326' subinstr-id='2'/>
+            <instruction instr-id='326' subinstr-id='4'/>
+            <instruction instr-id='326' subinstr-id='6'/>
+            <instruction instr-id='326' subinstr-id='8'/>
+            <instruction instr-id='329' subinstr-id='0'/>
+            <instruction instr-id='332' subinstr-id='0'/>
+            <instruction instr-id='332' subinstr-id='2'/>
+            <instruction instr-id='332' subinstr-id='4'/>
+            <instruction instr-id='332' subinstr-id='6'/>
+            <instruction instr-id='332' subinstr-id='8'/>
+            <instruction instr-id='332' subinstr-id='10'/>
+            <instruction instr-id='332' subinstr-id='12'/>
+            <instruction instr-id='332' subinstr-id='14'/>
+         </cell>
+         <cell id='35' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='305' y1='595' x2='314' y2='603'/>
+            <content>33</content>
+            <instruction instr-id='342' subinstr-id='0'/>
+            <instruction instr-id='342' subinstr-id='2'/>
+         </cell>
+         <cell id='36' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='344' y1='595' x2='353' y2='603'/>
+            <content>24</content>
+            <instruction instr-id='352' subinstr-id='0'/>
+            <instruction instr-id='352' subinstr-id='2'/>
+         </cell>
+         <cell id='37' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='400' y1='595' x2='409' y2='603'/>
+            <content>14</content>
+            <instruction instr-id='352' subinstr-id='4'/>
+            <instruction instr-id='352' subinstr-id='6'/>
+         </cell>
+         <cell id='38' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='439' y1='595' x2='448' y2='603'/>
+            <content>23</content>
+            <instruction instr-id='355' subinstr-id='0'/>
+            <instruction instr-id='355' subinstr-id='2'/>
+         </cell>
+         <cell id='39' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='495' y1='595' x2='504' y2='603'/>
+            <content>19</content>
+            <instruction instr-id='355' subinstr-id='4'/>
+            <instruction instr-id='355' subinstr-id='6'/>
+         </cell>
+         <cell id='40' start-row='8' start-col='7' end-row='8' end-col='7'>
+            <bounding-box x1='534' y1='595' x2='543' y2='603'/>
+            <content>25</content>
+            <instruction instr-id='358' subinstr-id='0'/>
+            <instruction instr-id='358' subinstr-id='2'/>
+         </cell>
+         <cell id='41' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='44' y1='585' x2='155' y2='592'/>
+            <content>Makes traightforward inferences</content>
+            <instruction instr-id='360' subinstr-id='0'/>
+            <instruction instr-id='360' subinstr-id='2'/>
+            <instruction instr-id='363' subinstr-id='-1'/>
+            <instruction instr-id='366' subinstr-id='0'/>
+            <instruction instr-id='366' subinstr-id='2'/>
+            <instruction instr-id='366' subinstr-id='4'/>
+            <instruction instr-id='366' subinstr-id='6'/>
+            <instruction instr-id='366' subinstr-id='8'/>
+            <instruction instr-id='366' subinstr-id='10'/>
+            <instruction instr-id='366' subinstr-id='12'/>
+            <instruction instr-id='366' subinstr-id='14'/>
+            <instruction instr-id='366' subinstr-id='16'/>
+            <instruction instr-id='366' subinstr-id='18'/>
+            <instruction instr-id='366' subinstr-id='20'/>
+            <instruction instr-id='369' subinstr-id='0'/>
+            <instruction instr-id='372' subinstr-id='0'/>
+            <instruction instr-id='372' subinstr-id='2'/>
+            <instruction instr-id='372' subinstr-id='4'/>
+            <instruction instr-id='372' subinstr-id='6'/>
+            <instruction instr-id='372' subinstr-id='8'/>
+            <instruction instr-id='372' subinstr-id='10'/>
+            <instruction instr-id='372' subinstr-id='12'/>
+         </cell>
+         <cell id='42' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='305' y1='585' x2='314' y2='592'/>
+            <content>46</content>
+            <instruction instr-id='382' subinstr-id='0'/>
+            <instruction instr-id='382' subinstr-id='2'/>
+         </cell>
+         <cell id='43' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='344' y1='585' x2='353' y2='592'/>
+            <content>34</content>
+            <instruction instr-id='392' subinstr-id='0'/>
+            <instruction instr-id='392' subinstr-id='2'/>
+         </cell>
+         <cell id='44' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='400' y1='585' x2='409' y2='592'/>
+            <content>20</content>
+            <instruction instr-id='395' subinstr-id='0'/>
+            <instruction instr-id='395' subinstr-id='2'/>
+         </cell>
+         <cell id='45' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='439' y1='585' x2='448' y2='592'/>
+            <content>33</content>
+            <instruction instr-id='395' subinstr-id='4'/>
+            <instruction instr-id='395' subinstr-id='6'/>
+         </cell>
+         <cell id='46' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='495' y1='585' x2='504' y2='592'/>
+            <content>26</content>
+            <instruction instr-id='395' subinstr-id='8'/>
+            <instruction instr-id='395' subinstr-id='10'/>
+         </cell>
+         <cell id='47' start-row='9' start-col='7' end-row='9' end-col='7'>
+            <bounding-box x1='534' y1='585' x2='543' y2='592'/>
+            <content>35</content>
+            <instruction instr-id='398' subinstr-id='0'/>
+            <instruction instr-id='398' subinstr-id='2'/>
+         </cell>
+         <cell id='48' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='44' y1='574' x2='197' y2='582'/>
+            <content>Interpret and integrate ideas and information</content>
+            <instruction instr-id='401' subinstr-id='0'/>
+            <instruction instr-id='401' subinstr-id='2'/>
+            <instruction instr-id='401' subinstr-id='4'/>
+            <instruction instr-id='401' subinstr-id='6'/>
+            <instruction instr-id='401' subinstr-id='8'/>
+            <instruction instr-id='401' subinstr-id='10'/>
+            <instruction instr-id='401' subinstr-id='12'/>
+            <instruction instr-id='401' subinstr-id='16'/>
+            <instruction instr-id='401' subinstr-id='18'/>
+            <instruction instr-id='401' subinstr-id='20'/>
+            <instruction instr-id='404' subinstr-id='0'/>
+            <instruction instr-id='407' subinstr-id='0'/>
+            <instruction instr-id='407' subinstr-id='2'/>
+            <instruction instr-id='407' subinstr-id='4'/>
+            <instruction instr-id='407' subinstr-id='6'/>
+            <instruction instr-id='407' subinstr-id='8'/>
+            <instruction instr-id='407' subinstr-id='10'/>
+            <instruction instr-id='407' subinstr-id='12'/>
+            <instruction instr-id='410' subinstr-id='0'/>
+            <instruction instr-id='413' subinstr-id='0'/>
+            <instruction instr-id='413' subinstr-id='2'/>
+            <instruction instr-id='413' subinstr-id='4'/>
+            <instruction instr-id='413' subinstr-id='6'/>
+            <instruction instr-id='413' subinstr-id='8'/>
+            <instruction instr-id='413' subinstr-id='10'/>
+            <instruction instr-id='413' subinstr-id='12'/>
+            <instruction instr-id='416' subinstr-id='0'/>
+            <instruction instr-id='419' subinstr-id='0'/>
+            <instruction instr-id='419' subinstr-id='2'/>
+            <instruction instr-id='419' subinstr-id='4'/>
+            <instruction instr-id='419' subinstr-id='6'/>
+            <instruction instr-id='419' subinstr-id='8'/>
+            <instruction instr-id='419' subinstr-id='10'/>
+            <instruction instr-id='419' subinstr-id='12'/>
+            <instruction instr-id='419' subinstr-id='14'/>
+         </cell>
+         <cell id='49' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='305' y1='574' x2='314' y2='582'/>
+            <content>38</content>
+            <instruction instr-id='429' subinstr-id='0'/>
+            <instruction instr-id='429' subinstr-id='2'/>
+         </cell>
+         <cell id='50' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='344' y1='574' x2='353' y2='582'/>
+            <content>28</content>
+            <instruction instr-id='439' subinstr-id='0'/>
+            <instruction instr-id='439' subinstr-id='2'/>
+         </cell>
+         <cell id='51' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='400' y1='574' x2='409' y2='582'/>
+            <content>18</content>
+            <instruction instr-id='439' subinstr-id='4'/>
+            <instruction instr-id='439' subinstr-id='6'/>
+         </cell>
+         <cell id='52' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='439' y1='574' x2='448' y2='582'/>
+            <content>30</content>
+            <instruction instr-id='442' subinstr-id='0'/>
+            <instruction instr-id='442' subinstr-id='2'/>
+         </cell>
+         <cell id='53' start-row='10' start-col='6' end-row='10' end-col='6'>
+            <bounding-box x1='495' y1='574' x2='504' y2='582'/>
+            <content>20</content>
+            <instruction instr-id='442' subinstr-id='4'/>
+            <instruction instr-id='442' subinstr-id='6'/>
+         </cell>
+         <cell id='54' start-row='10' start-col='7' end-row='10' end-col='7'>
+            <bounding-box x1='534' y1='574' x2='543' y2='582'/>
+            <content>27</content>
+            <instruction instr-id='445' subinstr-id='0'/>
+            <instruction instr-id='445' subinstr-id='2'/>
+         </cell>
+         <cell id='55' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='44' y1='562' x2='260' y2='570'/>
+            <content>Examine and evaluate content, language, and textual elements</content>
+            <instruction instr-id='447' subinstr-id='0'/>
+            <instruction instr-id='447' subinstr-id='2'/>
+            <instruction instr-id='447' subinstr-id='4'/>
+            <instruction instr-id='447' subinstr-id='6'/>
+            <instruction instr-id='447' subinstr-id='10'/>
+            <instruction instr-id='447' subinstr-id='12'/>
+            <instruction instr-id='447' subinstr-id='14'/>
+            <instruction instr-id='450' subinstr-id='0'/>
+            <instruction instr-id='453' subinstr-id='0'/>
+            <instruction instr-id='453' subinstr-id='2'/>
+            <instruction instr-id='453' subinstr-id='4'/>
+            <instruction instr-id='453' subinstr-id='6'/>
+            <instruction instr-id='453' subinstr-id='8'/>
+            <instruction instr-id='453' subinstr-id='10'/>
+            <instruction instr-id='456' subinstr-id='-1'/>
+            <instruction instr-id='459' subinstr-id='0'/>
+            <instruction instr-id='459' subinstr-id='2'/>
+            <instruction instr-id='459' subinstr-id='4'/>
+            <instruction instr-id='459' subinstr-id='6'/>
+            <instruction instr-id='459' subinstr-id='8'/>
+            <instruction instr-id='459' subinstr-id='10'/>
+            <instruction instr-id='459' subinstr-id='12'/>
+            <instruction instr-id='462' subinstr-id='0'/>
+            <instruction instr-id='465' subinstr-id='0'/>
+            <instruction instr-id='465' subinstr-id='2'/>
+            <instruction instr-id='465' subinstr-id='4'/>
+            <instruction instr-id='465' subinstr-id='6'/>
+            <instruction instr-id='465' subinstr-id='8'/>
+            <instruction instr-id='465' subinstr-id='10'/>
+            <instruction instr-id='465' subinstr-id='12'/>
+            <instruction instr-id='465' subinstr-id='14'/>
+            <instruction instr-id='465' subinstr-id='18'/>
+            <instruction instr-id='465' subinstr-id='20'/>
+            <instruction instr-id='465' subinstr-id='22'/>
+            <instruction instr-id='468' subinstr-id='0'/>
+            <instruction instr-id='471' subinstr-id='0'/>
+            <instruction instr-id='471' subinstr-id='2'/>
+            <instruction instr-id='471' subinstr-id='4'/>
+            <instruction instr-id='471' subinstr-id='6'/>
+            <instruction instr-id='471' subinstr-id='8'/>
+            <instruction instr-id='474' subinstr-id='0'/>
+            <instruction instr-id='477' subinstr-id='0'/>
+            <instruction instr-id='477' subinstr-id='2'/>
+            <instruction instr-id='477' subinstr-id='4'/>
+            <instruction instr-id='477' subinstr-id='6'/>
+            <instruction instr-id='477' subinstr-id='8'/>
+            <instruction instr-id='477' subinstr-id='10'/>
+         </cell>
+         <cell id='56' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='305' y1='562' x2='314' y2='570'/>
+            <content>18</content>
+            <instruction instr-id='487' subinstr-id='0'/>
+            <instruction instr-id='487' subinstr-id='2'/>
+         </cell>
+         <cell id='57' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='344' y1='562' x2='352' y2='570'/>
+            <content>13</content>
+            <instruction instr-id='497' subinstr-id='0'/>
+            <instruction instr-id='497' subinstr-id='2'/>
+         </cell>
+         <cell id='58' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='405' y1='562' x2='409' y2='570'/>
+            <content>8</content>
+            <instruction instr-id='500' subinstr-id='0'/>
+         </cell>
+         <cell id='59' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='439' y1='562' x2='448' y2='570'/>
+            <content>13</content>
+            <instruction instr-id='503' subinstr-id='0'/>
+            <instruction instr-id='503' subinstr-id='2'/>
+         </cell>
+         <cell id='60' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='495' y1='562' x2='504' y2='570'/>
+            <content>10</content>
+            <instruction instr-id='503' subinstr-id='4'/>
+            <instruction instr-id='503' subinstr-id='6'/>
+         </cell>
+         <cell id='61' start-row='11' start-col='7' end-row='11' end-col='7'>
+            <bounding-box x1='534' y1='562' x2='543' y2='570'/>
+            <content>13</content>
+            <instruction instr-id='503' subinstr-id='8'/>
+            <instruction instr-id='503' subinstr-id='10'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='166' y1='121' x2='208' y2='128'/>
+            <content>Item Format</content>
+            <instruction instr-id='733' subinstr-id='0'/>
+            <instruction instr-id='733' subinstr-id='2'/>
+            <instruction instr-id='733' subinstr-id='4'/>
+            <instruction instr-id='733' subinstr-id='6'/>
+            <instruction instr-id='733' subinstr-id='8'/>
+            <instruction instr-id='733' subinstr-id='10'/>
+            <instruction instr-id='733' subinstr-id='12'/>
+            <instruction instr-id='733' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='341' y1='121' x2='368' y2='138'/>
+            <content>Number
+ofitems</content>
+            <instruction instr-id='736' subinstr-id='0'/>
+            <instruction instr-id='736' subinstr-id='2'/>
+            <instruction instr-id='736' subinstr-id='4'/>
+            <instruction instr-id='736' subinstr-id='6'/>
+            <instruction instr-id='736' subinstr-id='8'/>
+            <instruction instr-id='738' subinstr-id='0'/>
+            <instruction instr-id='738' subinstr-id='2'/>
+            <instruction instr-id='738' subinstr-id='6'/>
+            <instruction instr-id='738' subinstr-id='8'/>
+            <instruction instr-id='738' subinstr-id='10'/>
+            <instruction instr-id='738' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='382' y1='121' x2='409' y2='138'/>
+            <content>Percent
+ofitems</content>
+            <instruction instr-id='742' subinstr-id='0'/>
+            <instruction instr-id='742' subinstr-id='2'/>
+            <instruction instr-id='742' subinstr-id='4'/>
+            <instruction instr-id='742' subinstr-id='6'/>
+            <instruction instr-id='746' subinstr-id='0'/>
+            <instruction instr-id='746' subinstr-id='2'/>
+            <instruction instr-id='746' subinstr-id='6'/>
+            <instruction instr-id='746' subinstr-id='8'/>
+            <instruction instr-id='746' subinstr-id='10'/>
+            <instruction instr-id='746' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='175' y1='110' x2='193' y2='118'/>
+            <content>Total</content>
+            <instruction instr-id='749' subinstr-id='0'/>
+            <instruction instr-id='749' subinstr-id='2'/>
+            <instruction instr-id='749' subinstr-id='4'/>
+            <instruction instr-id='749' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='355' y1='110' x2='368' y2='118'/>
+            <content>135</content>
+            <instruction instr-id='759' subinstr-id='0'/>
+            <instruction instr-id='759' subinstr-id='2'/>
+            <instruction instr-id='759' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='396' y1='110' x2='409' y2='118'/>
+            <content>100</content>
+            <instruction instr-id='769' subinstr-id='0'/>
+            <instruction instr-id='769' subinstr-id='2'/>
+            <instruction instr-id='769' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='166' y1='99' x2='217' y2='107'/>
+            <content>Multiple choice</content>
+            <instruction instr-id='772' subinstr-id='0'/>
+            <instruction instr-id='772' subinstr-id='2'/>
+            <instruction instr-id='772' subinstr-id='4'/>
+            <instruction instr-id='772' subinstr-id='6'/>
+            <instruction instr-id='772' subinstr-id='8'/>
+            <instruction instr-id='772' subinstr-id='10'/>
+            <instruction instr-id='772' subinstr-id='12'/>
+            <instruction instr-id='772' subinstr-id='16'/>
+            <instruction instr-id='772' subinstr-id='18'/>
+            <instruction instr-id='772' subinstr-id='20'/>
+            <instruction instr-id='772' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='360' y1='99' x2='368' y2='107'/>
+            <content>74</content>
+            <instruction instr-id='782' subinstr-id='0'/>
+            <instruction instr-id='782' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='400' y1='99' x2='409' y2='107'/>
+            <content>55</content>
+            <instruction instr-id='792' subinstr-id='0'/>
+            <instruction instr-id='792' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='166' y1='87' x2='242' y2='95'/>
+            <content>Constructed response</content>
+            <instruction instr-id='795' subinstr-id='0'/>
+            <instruction instr-id='795' subinstr-id='2'/>
+            <instruction instr-id='795' subinstr-id='4'/>
+            <instruction instr-id='795' subinstr-id='6'/>
+            <instruction instr-id='795' subinstr-id='8'/>
+            <instruction instr-id='795' subinstr-id='10'/>
+            <instruction instr-id='795' subinstr-id='12'/>
+            <instruction instr-id='795' subinstr-id='14'/>
+            <instruction instr-id='795' subinstr-id='18'/>
+            <instruction instr-id='795' subinstr-id='20'/>
+            <instruction instr-id='795' subinstr-id='22'/>
+            <instruction instr-id='795' subinstr-id='24'/>
+            <instruction instr-id='795' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='360' y1='87' x2='368' y2='95'/>
+            <content>61</content>
+            <instruction instr-id='805' subinstr-id='0'/>
+            <instruction instr-id='805' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='400' y1='87' x2='409' y2='95'/>
+            <content>45</content>
+            <instruction instr-id='815' subinstr-id='0'/>
+            <instruction instr-id='815' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..d586e6919108e1140512ef7cda5a200c77a481d2
GIT binary patch
literal 122549
zcma&tLvSu!v@Yss#kOtR$rszUZCfk0ZQFLTV%xTD=l*-wxvkSVy|>=pY|L4so>7xb
zK}3v>iJldjZ1gIw5SojSk<i}A3YwRfLB`b1+{J>BiSfTmi9yWL#>Lc$kU`AG(8W~5
z)Y#s{l%F5k*~Q7!&=%Sw`&w7q9#`CpET5wmSh^mMLIC|NY&Z~h%FSI~KY@bcD12!c
zThB~lV*?_qkoGn*aXO*tzHafS`N`Dm!bjEBs?t1k!xb44q^j#uudLU5`3qOX5LaZn
zZ+*8a>zYCSfb-3;^ZU__opOMd5?mEY&C#JL2h9_NL61T2NE5kK^|6qq!Nae`7r%Qw
z)=ak8Qq|P)F728&CXiV6u%0%MR<e*VVuCR?YVXDC^O)B==l1lvU3%t6XB+I-u@x^Q
zXz!}>+<d`@)4OB)nGe2^n)ZPbDv}nuij}i#{m1R}?reWQ>En0Zl9AW*g%uMohnK4c
zC;D)kGWtPK>*!ss{<Ew}+;v!!sfr8kpt6Fi;-Q{0$$$Z2MsKMFPY3tw^zF*R2{Ai1
zkN^9^ghO($vN|$nvNbfQ>H6?v*QZ|-9nJI#QzE%4fz*i9679qj@$|V_MU^Enr|#u~
zKJUB3`tTQ{tkzRuMU{Nn#_^>S*T2Txik17#>-UWK&5B9iO183D>f)gK*Og8&#iS`U
zG9Nk%LMJ`H{Iuvsog=Vj|3(k@+UEN9M%7SLUc0r)b*CHpkT=e~6@LGlL?TbXYpb}5
z8DE7*TYlp;NKkFOF{w5qj_{Jt!mRPRJ-2}~D#~Y0rFLPL^}KtmvQ_B$hp6~6GgHPC
zP2Ki(8FZx+!7@P-6%e9x=*3z2EUh<4bU9^WEg`;A0->l`me+E9B)N|Ip6+(Tgz8xs
z$s4$uKFnNy1Iq5pb?N)cnhNUu<I{#2teR5F6Ki)Z{AV=YkMd*TD$pc;^$mAP!Df7Z
z<urb<(P2C6a~s@>v4^A1fI;q}&y=g`blwi8gw=9xjgWSF(~oY4Uu9f4rMqnth&3YW
z9huy+5mPt~f0n$;`(mX+2HV5fi<Hp8=Abxej?c$n41aTP$utX6fS*{_DEE~O=vB10
zCzF|6Ri(4j&FVb1qga<`+Y9daAqP@ImQ?5Na6U0+?Reu9G9{;<LJgQM_FD)OK<I0u
z@O~_b41rfwLuIcNg>Nq3I{Q--YO=D7oAwT(qq%-%FQM;}BC4px?y;dvHY3{W{dQhX
z)LXgcp<Z%3PK|Hei&b8!G5Lbef_FIBOHK4a9x1OvJ_ZPs%UKX?q>s4An|}$VrV{fK
zBFIh1#4mqs5|u?eow9B)t|!z44lo4Y2?g)7q={N^VVs@s_JzpMrxMZCX7Mj$7O=g0
zX&JbvQ!Y2Iq(1jT@bRy^^s7agdhfNaz))(xH|pG!KYhEyd?4yUCEI~{=#URDqhv-R
zwIUsxWf3C#(<9XCB~r2BWM;$Ou{V<X@gj*OV~y7yKnx*ZM4n9@fq)SmOB6$n96tUb
z3uU4wR^&wIR%s%*+50zz7j>_o-UCDwkx&>o3g+!$P5>w6OC~guSK+Q>w3>DLIHZ&5
zc<K$mgH>2wevDp|Z~UWKKCwl<JbcWAJDBQ3&{IWN35I~J(#}<00z08#$SBFrfFF!d
z?w(9HT-?StZhVL!%2nJ$2JGC(6tTaD$5dP-?)ypvEajiP2$qm7I?UCiZhR~uVZ4S!
zdH8{ZxZGOsb<}f)#U-1jq{}E;Gi8X`;3f1=yGhys)GJ{v*9jM4d%vj*R7Z>j4o2h`
z21|xj{7A0QKVZ!*X(GbtVU922Aw+KJ4>J+FDAE@lJ4(e-q_R8f#;Dh-c>gSeBfT*+
z6*>T&PW*EN5GL~<2wRQteEF4qP(7nzVUTvB-8wyHa9ua88huA7-AE$KphO`EKQ6+v
z#82UXJ)FR@2I*E*i+iO;yu=%YrGU4Qr^i!~(tcAvut|TJ{CpV_Gk!sPKlwj#s;tlr
zxx&<>+0p|eR)-tor`60?cfLdx(SJf65EKN6*<=4$r85SeBhfJkG}ay~wyjYf_x_#X
z(U@0<23@7b5{S*K=CZ5X+mFetc4t)2AOFpF(y3~*(DJC#>kD25UUDxtxGTzBJeRM$
zxm9_Hsk{|ey@9^WDr`BxNcjzEX)=jloV&6$-a1=pqOocV?rx9|-u{^<%Ze<BX{&5Z
zyP#7$X&!AJuUKX`PFIzo!k`*gSU{ixl5dB!Q7)nLjzxj9BrwDAxEj4MF(m<5TID^#
zY7gz`hwnIZ&!)&qA>dZlCYux^^WHZ?ZE7GIlTU%G#VI(^rNw&B2neI)@g$(x1inb9
zjIwT^F`9F8%H*8(kh3e03+2FMxjDG(>`-D4vDH{i)jDPmu{6;n29k8Hl!5UYM}SbR
z9-vh9D{ZN`IL!OW4@c$tEs%k4Ez2~i%$l#DM+LaFY0W|)$Ky*pwS0J?xG^m@<=z$!
z{0P>3??_z(!dvuJ{z+tvnV{r*?;Se706#NbAms1-s80PzNB@+zOrOw+7t4SV8JUv%
zlw@!}prVUOAqH-FWWL}AA0-zfv4$u9u!F&T>NU=wO34I?Kh-NFI78*ek)dkkP$4W5
zU-E7%rk8j!LKYQbyJXYZT}DorP~?@tnpQz3QDPPU)6=bwE?jUZ&)k_Lr5+&8@n*nb
zY_(a6lH<x&q<O1LXAvmkQo-am4>lbDz*VFmE=nov=)^;wx2g7KKe7aC>R&dQMLi@w
zf7-=|WcxvkSil%;Z3J`_=fh2{-UH`+rjObAEv)EbF<A!XPLR-dF?4=)@3~k1V6m6n
zE(P`}O4g5dtF3*wLZfF;X_?eUTe)b@Xg{OZFj_pm=^gi~b%?Uq*SH34LsSc@TL^cw
zo{V%Fjxp@BxuJWx;-q`xj$q@SJYA&l)5Y6da~S}fm~wub24<9g4@*r7O^3dQXja2g
zBk(z2x=)DsKz%3elyZ?DALvfrMN9OnpoV>k#)fJAc@_cXj%zW~0~^-sZnhsO)X+HV
zLY6vYj{Zs0Q7_gF6^10cYegr1jdsuO)Ir-rUo$(MhPEp*Qx;KSz1y8<5jW3YJn`tP
z_e?B%)SdSJlKH__As$IQ#W`>tjj8d_mJ7yUff1!st`(NY={0SDU1}?zx=9QP{f+%T
zMhRISZ}3$PCr&=&QcOdIC_8(g<8~t-0y4s>px(-gY0YK+ufjOhS7)rGc{9RV>gc3;
zL`k&DDi}108Zb1_`*R3YWC_-y$;A>U=;h#wfdO4u{&@}BCA$nP#|(_f1^gIVCL-bZ
z5N9=`2%N4@LXtlj|6P>>2bRjz5Q8TS4@RMM@QZhFa9I&ouYM<MtJo?=rBhFK^md#0
z&K^x^=2&0)=Qcv0DhgLw>j_f2{CENB+SDozIlSR9xLQv_G?4;gc(;73(0U^Y6Z`|{
zi!iZm+sj1;)O`}6tPq(CWsn>+;@pC%iw7JiaE}7!zBvkf=CdIWJ20UY@OG#x7Td)d
zZGpeR@ID@qEjZj?PVXoVo9qz~0Jo@SHMT;NnI1FW$f$am1*=j|6IHzt5pa%{$5!Eh
z>AWX70fu?{{Q>g)>zE$fwL*sJ^Xv348~3)VE%7oA#Xo$OlLh3=Y%Y*|uPSGB&anR`
zK!D$yGQkAG0)}FcXqU*DCX=BMcLzsUi=td`Vxd?djsuSB+F{$=?k$6okyAR^N8wb$
zlR?Q3UU+<!SX-u-*iw4SNhTzN((KoEPRMqFJk2V_&gEbzoqQf148Pb1#c2I7qUs&P
z{+9D(9%H(Wv>2<iE-HJI3DDu8{abe7fiG3JAF~B=%~k3fA%p{$L`I*#0tsl^Cf@AG
z?S;|Pxg|GscH-WCuiF+xRZ~s8(dqO1T%3N+a{t?jKk!Hl;`Z53I5Ft4^R{Ae2?J&U
zj`)l0ko}l%5AiV^Mg#}MNoIlb`F>0P-5go8&51Ax3*s+xJH58=V)%KO2+p!5$D8qk
z5SA4TAt^Z=IIv<(pl8L#5Fvz^tc*WHFpehv{G`Mi<9LfLE)_qK-?Q!L(oc~rMWRvD
z71wzw#>^w+k_RgG5qm#gZ7^Qx@$Xn}s~Ox>Y#9m8b9)<Av8ViIQCb#E565<n1KW!2
z;0a6SnIitDIbrLNRWh^KYZ~<J6GxpYn;d>%02Vi~mX8DyfR@h&M~a?4f7f0l7ln0{
zDJg_)=BWz-rW39|V#k5$C2ACpLwQrN>4~jEPsp_rj>gRS6^PCq<v;TTwZ}vmM(I|O
zvE?<#qEpCKc4;_W7=FVX(Mc+tYVjHR<k9`y@`|M{g?awKJtOAGvz5uOAi}~9@(L{J
zF76JcjD=$nZN`cE)#49%Hn*RE+!8Z<|FfS-yTkz93_$9MdK~E6j2zNpN)fuCNLKjx
zi$Y`e<v3H@iJTYz)F<>o(o-9v!NY^5^SH6bgAW5qEamQu9b#fDLRDb0KjL@mx`oYA
zH@=^m{W+3Sh)uJ7nX1zm<&PpS3;`ROT+7s9XUV81t-(%t1UDRt$p8yy%OgB#X9?K5
zRCG_%K{j=pIN?n)HjKUj9rkOU`ZXDbZoYzV4j}7{UX4Mexs)THeuQjWbfrk*jy0){
zRr`3KS!wI0W#@J*ub9k!08pd;eaD%J4Yb6Z?qxrfy{rZy7>4sA>}UPlHE4stIiZWe
z010B`^6|7zH~a^=Mg9*J8ua_0Ue2~uw3|u&IX51R7w0U-9JC{*?0h&NX9v?vZ~Oj8
zu?&gs+||y7(jtu5*Vz%euW>R#3?ATjo1~C9y+;3=6$Q{MoP{=HStY}Lxcii_Ge-|x
z%o_3-zGY;>UthSJ`7}hy4i(~V)G-Zc-r$V1p-xz6bQ4VN`6a7XIXZyG&BV6|l4ej!
zhfxU^bTQPaC$5Tg#z{!rVfZITgKD{z5aCzG5BD(~VgY(?=SFwQaZZeElCjgl!LZkv
z?%)a+0D&T=XGbA5r}1~kXwfT^D(dVhGHyX0RujHhGoNU-a6)>hnD!R&V|8AdQsJ2<
z+BVGZY}_(}8XNKS+_8kXw_EzJE(*s<|6>y?Zo`4_CiN`NHNpF(J>cnq^r<XbZE{Zs
zxL?U)Dkb%(4lfd<T@ym_(HX=M{Y$ma=Eu={-3Rwr(V>Yiyi)Vy`Gx9rv{VpXEaV2Q
zCiC)PvHCI6&73O9NMQzEc|~^yqtJv2g{+COt}6k|TQYsbQn|GxF9)qO_nlUE?G`+w
zbFWi&7J{1+{isNqK)BR-D!62nc$1$d@Hv-uq@iCWYbWf9WsHIQZMt?Rt`>;>4sr(&
z%6g6T0s<42D!)Id0c%9*^?<m5Q3!jIIW`ftaq7EbyOLOLo9EmAx6yR&)AK^njCf+I
z);$iKjbRo;sGtA*U0EX>MzIX@O@h^N>I5RROJM}YHLx8vsu`W-0x&(R>B85QIm!)p
z;EAaYx>vCfcZtAIkkCfGNO#hqc3Y6^sbZA`pPy>Y7TnRgQ><Tg{-#J)NB9j-{SUhA
z%@E&mSA}cU*xHC)y*_J|<9CKSvtn>uNY?(*7~SR~g~ol+q75;~qXE(JQJUl)7t36r
zBsPDitgK97+(v4VT1y0peY(5;)jk+4r@X_vurbf*r)+h^<=@(d*sc~%ju9Q>slAGz
zH-`4GEjto&T#+`=8d|_bh|~`VVleKaZV(%6WajXZ6%Mr59S<4s>`O03Oz{vni{b@p
zgl%jx{^DAz7%d>^AWz_9ksO?mUg}uYUf-WonuHll5NFb7&7YL-)aFipOd{F9u(65Z
z?yp>f#RJoM+K7C;IkzV{ii1ekdLJm6OaP{zb8A)15alG}v=R?J!2B`B)*bMtF^yDH
zLs{PzW!m018;XiDo%abTn7nXIN8&cu!LcDQ?)-}g7htR$>ik|~&}E|!JB)G|1WtqJ
zd><$UFLQ(K49Us9F(x0&6@Y+PVj6C&@m{jR$Hd!%>`Z2xVnE+J;xHONUy-!_p3aP$
zd<^oSGKQxlD6Ku3l-qN~K2?pg5h~bSBontO`t%TIf@84X!DjH|BL6}VRj_wmL~kL|
z;>cH~XsGIyI#<b)dL=Kxq{G<xCw*v!<MZ!qJOf+n?~ukMnf78@6f@F6fyT9*zQh2n
zde@;+vZ?cJ3F`;#K|G2m0V{Tv4Li1NlI4$-@olurTXxo?&3a_Jdl>xKd%5h7^&}}E
zXF>|^K|zLl#uf!c{-3|ZLVIp#@$wMjh^$NihGP8Z8WT)<3`;N^jBItrv+Ku<2|<`@
z!4g=STOE<Fnv(DbumCa!Rsr`urI{Mp*5S1p_tA5Wq?hA3;zgPd@Vb^q!cboXJ+t-b
zoP6qTKK;EmONZ+eDa@hCUo(oZo0|TY)DUyrf@`HVS@7j*b4q-s3h51Px(Bb<b8G65
zd0jV=1ftRBK72tGJk+&g-&j0JBQX{0B5<&;I{{)buqaZ`c^wkmBT;1Z;V<ZYz}dZL
zE+DzRH%lF@Ko85+q|i4TFT-L{UnoN-)ySQ`>Ta{cc=Yro#kFX%IRLnB@?@?d<W%X)
zuVXK{_!#fsZsfn{FYc3{W7uyiVs>GTL*I+R;a1M_8)z^7zf->h(9-s;B6#4wS;~X2
zn0#D?5Hwl`22;`Sbsy=qobGGhcoGiT1DfbSP~sOnU9LD-=GlvORX1O_vXql(xJ#i%
zm>m=h*OtNGtP$=rZik$eNgkzHf0zfL9L~T*o^>-QMj<>mjwPa)r7#+Tj|t;y8iFzZ
zS%4uXMzQ24;y8ZwO{x?-s$z3kxqLHeI~}vzk647h_Dlc;EsC$0YIybfCdD7IK7j@w
zKF9K|K-Ygdi)Hi9U7Yjl#w@&D+xgNlh+5Om38@4emiFxokzY_*%JTd;><%NIXGcFD
z8!<UOq?KSTI_og(eW<#lLx`?==b0EeEp3Ah`Z4~5ijL4+WtsME4%~M{;u3@HowjuM
zW|_8N=3OqPB}5oRZGO72TN{MneTfHV%uBgM%jK+kJ`jms2j@0i`qTWy0BD?M-+}n%
zZl3ktvY*8y@sxOdudce@bJRxi8e9g9{n3=NHfZO1u3a2tRZGpIdWcTey^L=}db*JB
zdAoTat|Lw&7<JBe{!Z14pRm8wl=s@$10IF@Q~n@1<P-~)LQ@$g<vkVu@@ZzKSA7_5
z(~TC5HfjGlmwpYQ()jIBj`5|l5VmTI2HOW;@hY5~snvfv^9Ns_@oS`{c;{lkyK}sL
z%y$PZY@!QZRhQ71wA5PYePbI7fzS3V@p=!X%7Aa)W-t)8tjGq#BXWs;azJAf#=16{
zAUzFQ7~Z39lIrH_1Vb_x^Za_+RbBC-XNyDJY1<}^TLb&SIj?@VwP+}Vj<hS%)K+;E
z#C@xaZOQFFlc?Dt9wDlVkc|%`6Qzgf`lI|)ed0w6ryfc7>sz@RtJ^By3keVRk&OgI
zPNDoUP4>gq%>C7Gr|FET{?3OvCCNFj8Axz=qCLEyjMquJtxAhX0uUNr13bEIxqp$C
zq0+9D%-~~YS~L!Ope<#s#%XqjO1la`GcM~H!&)Q5-6R{C)yBN6uI?T%J6LTBaCdfN
z4*DKas}IrJXBafrVL2E1A=cKt$Lo&rKNhLM;=vokqCKTEnNNw|1|Y8V+x3}zZj-?^
zF-O}yiW(|iFp~`EX1d{_Tnux>t|9AmR^G(1(av)h`-=bb8?~Y>-JU~fVx>J~Z3xay
zsFIt$EbPI&AZPO(m5uyK?WTpvu^IzO!Bl^O%0eNhQA{}w;?kf<X5tPWfD=Q!|7I($
zw7uQ6>|qi9-Ch0J5aTbC#4OA38=C@O?eWyR#%SR{1v<5?c+L7oS%Egj)M<W0mHI*{
z{#}m?u$>b5{@3dA3pXrM8l&OCfiYvLQ)EZgrG@&SI~2g&8gpJpHM|T9>f<bmZClbb
zfu3Q<Q2MN(*TXb$VF+*z_vE~PYCH9EMg$ZTa}?dyyk$Ep9jp4WF(1WO{4kBhlpX*5
zU9d_GHdQK#DfaF=LD?qi=;jM%I<0BVJK);+Ay{2b4l}hg`9FmIU-}<+|6gtYpTNe&
z$_D*^N*0d)OXXQO|DRQ!BNaWqZ3ZYwFniLhUXTy0t436XzA@4@qiu@1vBU#UQf<=d
z$}^s9ePx7>%L)tYxAWUty0LQXR^{GBUAjhw5fd_0vpd^)%=wtg?LLh%LNqzO@8mb>
z{Ore1OSI0sNMB3|O;jgUF#%07TXZo&YLYrtQ~Q2J{iq_8&@~3<&}t_-R}6zBiWGT%
z7Q5C0KM~yYX%#d^HE8}DK`%yRQ8g$M22_g7F+~(&F+n0qqqK9euITj8!dKXMY?664
z(<vcY^}Q`9XZ{tUi0|9oA0Ry?lV}zxMJ76)6h9=1kC%OBm<cZ>l_^df7gA0wJo45B
zN3@FY(>C%rNx2+cSuRmUTq{x>sdFJ-(WsHa+{qpF_4Qn7s#*dIXPJBEIwhimo{-2K
zVWMOO8-ma1wd|HBTt$to_1vf`Q3bAf6v5h`Wx84J{aXpOyZ!xhfAXUEltZG=ka!o>
zj2a}8J8TO6l@NN`8M-f@o7U*`b?#t3qoO>U5<JC<<ftb}Xz=Cm`EOACWA|T@h4t^~
zZ-iUhD*@lUG)-{U-HycJ_j19vVR3S9Sn7MXLJHEuOT!clU9UWB!2%+6G7kAuy-Ecq
zhGnrziBZpv*GGti@pN?S2<**@tat^bG$?_$>!nK_ue|Z{`Eo^8EOSDtqu~Ek46<fA
zu3oMePu(pqE)};c@5}%62CB`wa6NPPwbsOS!b^K{8muYM{C;}zXuhU&c`ELlU#>Ow
z%`Z13|40aK)|L=nOZ-jfl)7Nj!+dC*8w^KXhXyTR30G$=S`e92Mxz1kkx(Hyn;nI?
z+yJK#IzBv1v!5+=)jVI9EU;C^u8WcZq^R90Ra}a)`F;6)JX}$8_j1PU<mlGGO!pK^
zj8d3mtX>YhpdTKtn$MrVUwv5l4lb3e#LVjV_VM?1htuneJ`*M!A2uB>K1Qw1zdv`%
zjF>NKy7(dK_HkJ^Uwg3gWKEZ1-?e!K6FK4bEb*}oRO0%-eH=X;Z18I-V64t}Hb6;<
z;f!==Uv%W?$;Hhw^sY4fea|F$c^3ZrG3B!juW7-amaHj(npe^+&OnPASUa4MN^Ol#
zsk^V%H27-fPzt7ztey6(08VjKQ(@EY_3pBx(@lwDLe&Pfm^khIz^<H?X+h2mS<J{&
z%S@YyEGYsgr`SxT6y>E97s|V;jzs8D3q5DvvDWap1Xq8XR4poD04gP0j>UUFs8j~~
zw_Ah(VYD0|(as9gNn<IV&XCnUYGjTTs5yiGyfUrblT!|9`jRnfU96-wKFL#}(1R_~
z6*1}xIztsGN26n8tlO)hNs75^kqT3nep_i2QL!&e@Q4>HhpnRE!ffM0t1GFsI%SZ&
zMHKj-b?JQ_y>tfYrIsNRuVL>HM;tMV@Z2w=YLe6}`Tb6->gavnhw4tM^<XN3(FIC0
z4OjOX(sEu~txNyP>US!d*FIG0N!5IW7@mzwTsl=uTY*|&c;&t|o)VQu0ViW3hSEt=
ztBFQW@hqhas#6d}fOwuOENWsG;okPRxrbMnKFF2Nv(MAaim6$2nNQmwpH|RX_iw}%
zheD;KGJ^`LmbA945^~vpf><3N<6hJWwwAdqNan_w*Cs}Npz{pUns~TwVH|taz*JZr
zW7y#-jT$Vk5Iy{Du!FQN{TGoqn8n#W{vk#$Wm{0`2tSQeQJ@_qWG*x9&ryzxQL9Ub
zyQD!y!&7Qrh?lirHxXHgl>N$<g`9z*HKDcA4Qi&(&WAf%y#p%FM-bsE_}4Qeaep2N
zF}_?G(*ypHKJ!DQ$p1Q=If<lJ20~CW1>LRCv{1Jo=WN5*-W3NyHByEf!&K7FH@U#b
zwy{+*SFhWmC;MExXqs26qRm}3vjrO}-wX93e)dXKclFd-9tfpmf8Hy-lW#V%rKWV4
zcUvb#Xg(l<()GW=iIR$LfgJm7g6Cn@u0Vvy$4fag!y$C<bK&q4_a5oA?m=U`*kYCS
z+S(@$&PzOBWZ#DJ;N8iSH$}PI6fxn?*4PudFpUjOXXW{C%*h?_-4EmhB>@UC5kY~0
z{fkH$JpdBnOwzs7U0w3L%z;&>6G2!7E98b~zDaIzp~kkVl)9g%Ag1~hWIoiE5zG2>
zj&a`cl$;kZ9E*>E*W3m&4SfTj`~swzJh^11ADw?{n4z1Z1r=y>4Z{$u-?Bpn`nP%6
zvLdp5O444B!^O7R{l|BEEbJ1T@PkEEBrt_K4yKAyls1aiK3nrpGn%0btk3P>_;#uZ
zeQU)=F-+8NnjHxH>JT*7eJAO~CqMTN=guB;@O>kriZ85&i1Q3)hYsB<uiRUEGZB5H
zedF1$0Ul;q!mp-6duRq%$vY5lKDT=1Ooh8RQTDF(d6o2hEZd}7s#(gyBHT?r+|S#d
zOV3*@_e7JTq8V9oS#U)wR1m&b?13ac(8M-@LI?nV?<kQjGi{M^d|in5f-XDy7?Sr#
za8OHJrw9UcRa(Uhhw|s|NcW8Tm3L4hMx>gW@k9$^X0mySJJ3ou^ZjU~jc1~wjYUfz
zkg*>^6<3ulbBpD9>pC)}Jt5Va{uGomcR)Pl0ZTh01rhim6UNjNncmRAbtQzf4-PYt
z9Bipu{!du1ZUv96GrQvg>F9?S8&<Wz##aSv1-Ny*yz?FPQ@lc;{8p$@bVsMEEw$7m
z_&_ne=n8`PkL`0-Wb*{i8$UrIHv1YzVI8(44mMQbxtzYwELTCCgezxhw}Icx84OW`
zVs7fVnKVoXFL|HGGyH^k&yAW&C^>Z3y`p~fBWJ}!E#_yfg;E73i=_hLTZ?vM)!`j$
zzB8-%>VilZvU9g;n#5@hq4tF_d%kIC215C5T@mRm@CT~dMkjhVn?`dq`Z5h6cw)P{
z>`r@<=&(Cd8qvaSKYcpKk(RzJcu!TC380?1OCc4{Cy%H%pW>UPDr*H8{qMJYR&P}}
zR7V8KH*`V}-5d@>g1N1XJ+a)Ab=OdnA*G)?RFDvZ9X9kdhS=n6c;C?6E93>laAg$8
zF|Fg@hn2v3qHNUkpsedBaUYHPLrT>XP~$#S7|;OO(0Dvb=c))_2O->T-c~Z=9GTP}
z#OX~zW@SxN>TBp!#n@BMx#Mz~$x?<NNbjJylQnIsLuNES;8fqp&W9+>F==^^wMS8*
zN8KSUPwa}VZUx&NsrnI{cNBnOmel+oz22u(##ObIZhqUe__l@(IH|P<lDmF8vU{p(
zc&wR+9itku9B*e>;R@1JrFivIFQy|8S@xF&epFe#GNp``wcnjHajjxK&8tEG+E1sV
zI7?tG_|1AKxHyCUxJ%e2U1qRE=vG&RjZ9y-ajB<$yw(r1&+7#-X4w4%z1RGG<x&}N
z-oK$?3c2lgGT+@C7T^f^t4N^l;7ytFr6i%WBC%hC{5%RjN#cgZ?MoMiyRLlLcwcGg
zUD?puP>5*Bzn~M&rgz$MoMYJeE^-oWvUZR&t_0ls-5don$C{=acI8{$#9T}M?Q_~-
zPvjK9zF)pO@hNL3>HHZaxBytBG7SEw^V#Qc&A3fja30&HDgS?$BP+Z{SC;XltMe_p
ztqvyB`wfmmjeanpm*GjnY`$W-ZuSO{{G|s!1A9L~F#aFki?Ok{h!p}~Vf=ABr<ju^
z0S|vl1>gwVTBRppW-)<^y}IXamMe61{eX^tnlC@_C{e&(GyeTWE9a4gys60zntWEE
z$zzUjCd=``XF_!!^{?*up=$$^u;o{G;Sb8q6MEnAA~H(I1ciRh?=*hSS`$T|AD0;=
zYD$XgC==@nTWQi6N~s1-nQmHtxAu;I{2IW&M?HZor5wGTR+Qy*YL^LDaTO+wVOiXy
zUhmy-x7JW;bh4&YJ)W^PS*SJavS>YLvG_op@S11FTbFFJaAm{#gjBc^EUQs#x0N<N
zh};VM)A|)(VedY`osCoHivag2^X?c_i~rXkkGNbI+B2$u?NH2CXplspi6h^y3{bUz
zi)a^ckt3&-)ex3*s;krlaa;xoZh)PDynri}NN;C3*0^woDtbtCXN6H+Zn{d&>XzvT
zQcDbb#GZ;VXv-BOBWz}8+$ImnqF~|%(Qp#)gzhMpnkH6kDm}Re58Q^p%VXs64m5$M
zruBo@ABiXUPNX?rmMwN8+{RZLE%UD-2_AW1+}3A}Vv)S+IhfTEcY~NtJ{|2R;qE>z
zJao^5OJ@BU)HsaX`7cQ{aJ0zH+9-+H6rm}=1)iq(Q`&<;)6M@eUfi;zM?G}~(BTB2
z4%gGu`}umg@<Q*(d)itsE(wWTtbW#bZsn72wznDl=nbA_A`Zi&dJb)3IG5L~-N}i1
zkH8YHnHH#9YS2SDP;V0o>{H-W#MjP&bRjhg?_uZCBpXyLe1(X1u%xB{EY;z8*Y-Z+
z!$)4juqyXHMLj`-Q3Wn{hJJA1zhp3o%^ADF3GaHJmHkV==nX&IilSwCJt-;BO<w0g
zK$7UY<CF8f)~sh|WeYl4cpaf1^*hpLs8tx60XjqrfX{C}=Frtj=+{Y|=3#;Xl?;iH
zHD?keeP~~jJq+qpv)G)^Z`cMV)HK%G&Hb$_w(`3@i%EIz)~<f!CADM5RHQZbW-Juy
zHv!WUW5$*h6_6CZiLoHxXqH{D4FkT5$bCS+Ob1niJKSE0op-R0@K}962}r@RnYOr+
z&CJX*v;3#?IbuS+;7U}r7M_0JGr*q8r@j330}7k^J*>MAy8_(aG15<pW^GVhC+DNM
zcCAslvE^-#sUdpZcW(&Y2@!gfskoO^znzieErx;vIVbN;UTW>hSw+N)h}Ejh5EP0e
z@cXsmcw5aOtt<^Y&~U3H&pe-HX$Eow2jeJVdd{wu-C!_?iLGa>@ECx_UjW2!hakuv
z!wN6-Y{bzT#LlZTHxoKsY?#JcAp7s5uR){ym}sfbL$DRvf<Ii!{t#4*;AiTv@a>r5
zmPZSR4?qijeLVK#tx)bQ-qkmw7c0FFYs`qoW_Qa@BwvlVqpI)|=61OBp^qX=$uj=Z
zVyFkbWBvmkk)_u<a!Yb`2+s(P^%5P!nY!<|efNje0RJwDYdoc>WPKuPY|a;T0XaM|
zl}TP7`Ej5O>4gjEe_lxtn=}pR<RB6`at)Lhz6Px|xRU#Op#tcNHruz{2Ku2^hYo-o
z$Zv2^%M2R1a?U58e<t0|BgCSc@WOcYB1r%Oref(l6;|BBsO?h2lxf_l36NVl(X7Ve
zfEMM!mxf_h^_bzj4QyYCS3hunJh*WoREh{Qct-uSQzjcKEk@{#2KpFIp0r5T3+Uj3
zpf?SDm&{wtO85t*41!}<m4cYq8Du+Lz-&)ShT%g=Ud4UKpUGb7UEn50jnEp{VvY2i
z*)D^7Xm(itFxx3qCxWTilN$Xtgmzzv?@F>>jvMvTfU^O2&szv)tT;`;e&9LH)VRYr
ziFRlW(v^eR98N($e+5^0wY2h?%p#-h>CTG8i6|)wT2=M8q7HBdHZnPalgFn_N6h!f
zNp%vFfv~3)h^7&_&rISrKde;W!I^F#Sc^v(PVa^~jE~+idsiM4PEGxLhUmCH;+-+W
zvbx|s-`{F|4;=?gQa-(~6w}a37;Lz6(7Eg=LjGWPkWTKFWHZqW6AND}57UcY6BUy}
zVyLBI6MZjC3_K}opS5?>xkR0h8303R?ccN$EcoubocZp|I2%<{D$vvsAsAD`X2pBW
z^kX<U0@)&H#{}N0%<4?S)@`)4(vlYIA8@xc4ZWG(8PB}n?OeuY+0YExA^6b{ugl4e
z=5NM~X)dV!;uHL*PnU3Up^2CALO`yygylm7t1VK#c(ADRz)Qhe>$+YLS&H|w4Z;%~
zYL6jlgI~xp$kE=Z4uyaJ6hC$Pn=fXPyQ%45ANd7--FtLG_Qz2&v)b7X;$JP)gSA&A
zVUlb*_Cy2WG;#b%{HC4i8I*jBf0)nOVkzL~yz<le^>9=gA<?_sE_gqQ<70c0oMT~(
zpn*9K)ea{-PrH7YkZHZb_8JUB0p<VtVu6X}{qTQ`#$cZX(EF%s{ads~G1UnOUjiUc
zZ*K#Y+bavYX6g%{+mn8LWX%Cr+~IcIK{En+x4wSvM4PNK>3zZ&1nBFr&Q-hnQU>?7
zT(nGe1GqN+uM-d}J>xEej`^8HL40KW;b`@9Aa#ce2;Urkx69v_5TXY-_u&r4vm9>m
zg>^`A=R);-VCvAdyP8A;gCr@~b#|nRRJRZKXxaQ+#C_IUmfVl})iY7|WPRmUj^6E2
z{?!*?9G>eWzJ$&^fosFf{5}-Wq=guixWq^K4<vp@1MSW1;_vX&>a1(`zf*9lH<oR~
ziFkdZ>3M}s_NtbhSfc&ig)>QsGD2FK69%D)Pv!aq>p_~X_|Bq0$}tw@K#a|j-Me{c
z(3uGF_l<mZ<`}JF;hNlh9K<<_-~qC5!>qw?oB2yBe&9doHF>r0C<iN0%EX}VoHShI
zOn{mK8zX3O#0>cah|vMxJ!k<zh96VM9+@RHs%_fpx!He}{Z5k^K~&Rg?>m3UljnaJ
z?Y^OIKRn169x!!j0SzL!;Ot_8%)>TG@~hs>DYDG2yG9XtXIzz=n%zz;O4G@AU4s%0
z9p0JzZ8!AvZ0E7}8q4IK`9SdE8jn2ezhbI_bGA7NW<5x3I4x^G^Pk7Rh~;Q=e~Ps<
z$aP;|3{S4~9T+9ziQu}|mDk8)oNN=#|J?<w8Eav!m*O6SqSF82FF1WXsf8`8wm`1u
zMZF<!qeVf7vj%nS$ZHtv62t$*W8|JTJ@wC1GtpQ><Oifcd-+Yk<0S6|cOQh2p_Ke(
z0knP*Wn<ocy;U-{{h)5e)ulJHf<-u}8GSUe)JtxK&B8vhEV+`uR%XT5bgfFdW-aPo
z1dI5JCWLJ13&7Y-d{<8a%_?b9qj9U7PHvZ6kVOZH<LZ<*JzRl)_YMx=tx(H#xi3G1
z-%sW{n54t>zr%5T+|73~W4xuKH0)OUF5qU=Wr2UOYm?n5@$@8295BaC(8idW(l<z#
zbnwzSv%TQ=%H`asj#aK!DRbaimcAIQcWr1j59k1Cs0Fmv2sY1E2@3w_TD)3UY`@e1
z@wkr7W&uRk;jPb=PL5Yg14pxf<CLGgoh|i*tk1}McN|S`=R7Bl*Al1uX<zClj@OXd
zvrF9?cRl?cb0FH@b_S}gY2T2Bi|Y`7HjVv6zq&0~zcdHey{EU%-kMpNT7T``>AuSg
zbk#`C@eP_QEuR0R#m^aJ%ddDr{O7ssWpfhA>E-fqTb}a;Fj8f!mW%nBPVWn$dFtIC
z@h(-`5oj<7+~qQ;_uk9VDeo|-PoEm00n=n5X@}#7=K+;fPd=iUkoq&x0OuT{nsT%t
zOH{F6Ylr_-i1_%<q<A!4V^)*yZqL>P+Z$TP()X-XztJ^*b!|}5%8{9Nz53}NwK-nN
zo2uo2+3mrDwMTZ*LR52)ngcVmg8YD|`K84$&)mHc*aZv9mT+e1?NwqIh=X@m2=O{T
zy1Dh=iape-7L71PQFYif0gV3N#{qgb^xh<LPp{?5KaMk}O1MMtqz~^o(+m|47&4#7
zO?@~G|3cipG{5H^j%-E(C4lQeAT;!=6}$OI6Oh>E73`=L!+`~+D*DE7vwq%l8g&HX
z!e&#1f$^=R*1Ecx_N|(Qyj{v%p=;h}bsx1mM&2iCUl0TQ&!uzT?^oWZ3!$yT!oX%d
zK|7sPJJPNGF32~YB{|TAKTI>gW4#XVe@A|2H6X{ZzCX}$;;;oS8js7Swgcbip}+)x
zY6RilDa+4%KRd_$lb@v53+w}LVtxo3;aP3|FJ=E<J^x>2=j7t}|CODM?f+7CHunEV
zWp~~bOI1_FZ<WfZl(k9<^Ib#5cT+w}4FMvBjQ>o<ifFYNEj3MOC7%fr+Kh0g9VaT@
znE0yl%~1bs84e-sUEJ0$0v2jDcb`mw7I}i(hB$r5f$@6;0XzkM?SA}DMt$GP4a|L#
zZU5T(v&wuWq`^`|0HAuJz7>%X_QKjW2@dA_<H+9;OyjP1`)&Y_^shnBsEVu^(L%Qj
zpGA~+iImXajt4Q|LH#&j#sF9p`)8})=Tgs=o3`)zZk=Cy&;9Rv7r<TE&N;LGDPf=E
zhgYAD_gM_NA2I|e1J<7((g!()7yqkmo?h=;!<XH2WqYrOHwb$-pNBh3c0<e;P(XN?
zBJwC--S6W0x6PhnBR<!|fF%Ee0rKa##~$9$&iSNGbJ3}|e`X#&Lu_~1BZ1%BPcb0;
zYuqF8X(kdWR_-;=<d+?R7yHjRXEUz^qPjdYqCB$f7w5|W=Vt0Ssej_mE5v@i|3}_2
z?yo=R`q-c&`;kE-e|Avgu)iq}TNWN4H?QA~Z{Kzug=U}N0o|ev*ZD&tEx$F3nmV4R
z<j>c!*RMzKRagN*a8dhfn!eicxwzr&#mPg->*jRT)5rAk@$q}sfgB>K<E^R|(ui3V
z#k@&8AMobD6%>m70fN{B_km=3j($UIkN>vzmG8<dK3DW;(0p;*YrVcMV7yK|$b#`|
zTugp{M8|~-$z7yu@IWnnXuYP(flnJDKAL=!Ym(>f)96-{OXK}i2bRLlunxr{n1tcw
z2dT>^)F1ZsW-pHf^M(hLIJKuYRQp#&2O-GO?OPRq^<juC^DudFIz1yZU^N?cNik>9
z`HFeN8^+_l|AGImE7O2D?XYHS^CBu}vfqzDe%Rpt;qd#k>%Wz)<5}*$?<H38$A33h
z=lzsVkm$9!V3H2i+Z&oAckr3du`nhAs4gM1{#GYLr1}!`w_o$5aa-9jO7T-=?w>Me
zt+11eHZ}b(D#Q=$Z@V~n)(szFFl!rptTEv~<cCSiN<z{Q)LfKKp+bR5<Qxod{e!%`
z=fNQYgiuF&hH(w+y*Lt2@&l35iGNCFPH{1WT6}~e?-h!Up3E?w>4Cu6kl2XV{~Z<{
zcP4=q3z%CrX7yJ`*xMZXR8yfNgtSaz6d;Vj+r|ZO^SqSFhS_;%dCzeYwRs{b)1rED
zcww2pVcPP%7m{-Y^VZ(B_Rb`#uSe4Hr_sPEoA1b9Sht&8Ux2t^4GUBP+Y~I!i0oSf
zYUWv3_noP@8}^rjSDTN)jG=nCjNdg{3RekStv$qVJdM7KJ3ZP$fACP$BbMYPTBU5Q
zzs+8}z@y0EW>H#_Fh)Pt%!B&RNXPWRcHdL$D>DlDV7T*X|2|aC9y2NMy=k}q42r?q
zLlQNyjTZShO5T53Ajb)dBdwdb1sP;eM+3W-cW~Z^$PyN!3PU~a3Z1F0>SslmOG9`J
z0HE24$dHSmk5H63Vz{n0TkVV$9ZlWn+h=52hcpx3VylV(X2l$3jprG~#D)9>kqwj_
z4vQt0?k3o;Sl01Np|qD!S;ELfWdB;=(82Ewtb>TGJ%C69wgl>7ZGsOZE(F10@FL`P
zT|{Ny#%0wl&6Rh_tPzWa$e?#T4jRW!4|vNZ`bkjBE=?9W)YXcMJ7tl-5_zXX@!N(p
zoL)FF#R^DSrL>TK93g%Ms3MHyT<nWPw43ij6pG`EE2fH72B$nX!sVEhH6IelSzIF>
zj8tLiy<{Z*Qgfr~H?GAfb#XV18RF(-#JRqqLQ4;!f^k8mY(@BCfsL3L8nfu(^0Ffr
zsx)g+GK3^IMO#J@IsB2kMbhr|>B1ygcks@MCUErI-0By>>YH=v5q&A#XGm71R!RFt
zl5t}6)l|Z(v<`LmD$3u?H!H3jWyICPVJvP0Ei@N{h5DnoDp4-D0yQAMQsCJ3K+eKM
zhtk8bR(Nk<voD>TM7Nc$V~%No!>wk>gL)SSQ_Rof3&51^&VQnw;6ncnVw@Y}9D{l@
zSiCowl#cpAj(2BKaSa;k2b4vg#GX=e;-X9`-A)mW5@wZ`VdoVk0Pw+u_tz@tQM4<-
zzjE{_OHs(oP%}o8r!tkNsT83A<nfIyA#gIvWrZ2gU4;sL;<c_2LNN#A|1GAVUGS=j
zM!Fod;a-t6ai#6z3>;Kh8<{h^C@|zumzVT5kQJSuuX_lI$lXNK#0p>Ba$>iEZE`;I
zHy%PmWEWcY4B*8g6Cj8*aS!h&1wu1$3TL||$PbH7N=!#1kk6?uX)~Z^h&&f{nIp3H
zvXzL-$ZHSEtd7HM=#lag#hf>@St|EstxL9yx;RQX!zP+)o$;iCl<#}#DX#?ZB;`WO
zmi$Tsp|?p967g#tH~Qa;9SGC<F|3B@UVc^xM*KMO5on>mSfmV4ubnlQ183JrZ4Sc2
zIg@o|lrg|c%2me}9pH<3iXq_VNz{!T(VVe2htJYz*5&3gl!}#ZBCUCexAP<)s{dtJ
z!wMd0E*OS1KbjW`PQT*&5>_=cGCpd|?t54pD6usNNU+yPS2;0jxEr~6mDY<2W=9iN
zJWzODGWWtD06P!U9L;MCbsqR866M8P`(X7sdWUTM2{+AlJqnXd_8G`-Aw5`=5A={8
zf?oG?XAW<5Y=p=fLB@LTAZ}J)KHjt{+f@O3t>lhctsk#|0Q1s=0}<9&P2*Tr))`Fl
zV%%fX8O%OaojtBwp0%%R(Nm-ItH9oyJ6)cgdn@T+x(f8fs+t6!6c8`iw~W%IEQ2Z>
zdukqb<&uqsvuZ+3!;c0RF1B1o(i+6XV0<lc6Z7nQish_}LDlcAp#*E?ki92TUd!zR
zDL`7N0Ay8NoGvqr3^L_S>(92BgEFg!g}QDL4O#KOqRPAeVeK2jv8R@EG~N1syjX4X
zb^SQ_z*9K%{AQKrJf8MEF_#__;|VJ)YP(i<!U`Yxl|VA@^xaq~7^joL{%BAjC1H`s
z##NW8en=NHD`s^EuOLp8YGI*2Y)ARYs&(NpHaW~LB(N(Esmz{l)}nEvhxg+B!;2>t
zz)rR`-f4<LoFS2=3Kwi!&17^$yJ$UUE8lacHi`&>3u~K_PFoA(FD}yd=bk!rJQb`A
zL@0;Ggz}a+V*i#U>3(C65>wMMLlhZgeL9JO4;TjKY$IR>)@-Y=1NwU8B38n_877`d
zGM55&^@nn?JZOIof2%;$Whr!z=Y7_7NEj>aJq}&85i*ygF#$cpoQ}5dWSo4#GB_Wa
zgihy6-p(*lE*6i2<5Y-=O@6FJ#{WWuR}RiYJ%yAQ37YH}^2cMI;g{O@Alfqic;_M_
z@c3E%oAhDOf^iKDW7W_gdLW(Ec%R!yfh}@O*0hS^LXLOSHoREar5aAch?uj>+)>yn
zCP!v!Fv7RyJURx%NrqyZ^~+m)wflonrpK7#`V3GXoa%a(mgv~A@Xo59Sj##`O;H5{
z6bA%5CkVFeAs!9w7@DRkAApMp3xo+es;8%F4Pi3|i$Yg(78t4U28PSc8Y{a3?bhol
z%TU!Zzo*|*=_fB;Efj)_C@0ZydkHP90UYY6Xb4uwK&TlYB47-h4P^JQu%-x68R-YI
z#%PSnDh9zdl?-k;^%zi12zi)0d}@iX%jQLu1-g&UajKKxwLWR4I7+v52c-$|nnlEu
z=s2%TmLDoE#Q|5;;6U907BxN&JHypN8a*SE>^GZzChWCf*~CH(oIsv_8t2K9HE1%8
z=1y@Z9H|1H%hoEJ9p9!FJg3X-F<u&KsJdpt{1i6taJZFGFyN^)|2SyXUY3h{W55#Z
z@(xQ44P7}|ud+CLs8=qz5;&mn3OruIV;z}my$UIzS>sA~1ph6NTj0T~IIJ^&tGkR)
zd<}hCD}Kjk+qG<I;7OR%JRb?3GAoKAo<aF2E@<R*a2!$f7a31?+c-XTU~em)LoG7M
zocFE~YMHI|J%|mis{D7c7i^xf=x&QHZ}o@kT3oP>mX8%HxaV>5>Dp7zt-Og_*mJsS
z->b1_&B#=qOW9l%#}3%Ua4XJfKrNsU7ScVW4WK?y(m7_Cu!i4MLeN1Lac{*`8eAhk
z22v|MV+q7KYk@%uBxV+MHNE@a*FSKwq{Xo2Wjm{5nB15#&pXgZ3o#V+N1v*ZS}Hw4
zz;jB6IrM=NhvTvaJae2TZ6RV$Bg34<t!0g%MxDU~3~bXIUI>#$i56=ZvGppr$vsW9
zIy)t-1mdYda3E1vVBTcLBTZ8j?#Q3X7PkWx#Z9M3ps7Q)?96AMi6V?6N9Ape131Ww
zzZvvdh#>e8np6YzXbad92(eb{>|&tilK%3p%gq+9`@$@odMfqf`KK2P`;DAx0S487
z@dda=0mzYpp^qwlg@rh0(v9t*=t2im!RduUR;7^Gk*Eeu6$_RH0tl6W4LC~E6pVZK
zi>1mYb8AL9axT=cW1aF_+hnY^C*Xqwu`nV!MGg#BA>U|BZlW%h0I&V(q&tPQ?Ez1_
zrU}#%tP5k*(+iE1BI)BnkjLBjppiibGw7j`-ecG%BgaRX?ICua5n}&x18BA$_p`X7
zc}n?PQ*wSjaTU9Jca@mDhM5@Oy%7`l?eNOk^q!Vv8@21O4GtNdwZ`e}E#L4SEwXHs
zKx%5ZmQV$4e4fEDFs329f816j!}d^citiS#qSh;D)V=xFg^@6=P!|jN{B;s@%<%An
z=lOQfhr_U_$S|-^j&s<WOT3kvEulzEBMQbVxnkBifipkOY;Mp@hlu^K)Xz#BT`Joi
zqDuw`_d&pdRiPnEl~d(VQCrOav@@kgSK{M!{WJm#v-@*H{)8&BQl2CvBbBU7*}WO#
z$v4a0v=$E@NdFY=0UCjbgYMg{#R?_c!EzO>6AfTfv#7!@QBTYT`)pD;$`1_L7E4(b
z<16&=LfaS{h+{}r2~jyrv&it6cO%JK=@~FFz*T{TQ-`SKe9a`Y(Bb}ECWwTTO&aYN
z|0i}1(Nq&34Q+!T4QYFbuj_DjOyJO4pP<?JJMV$akfm0*nX`ICbto%Rx@*FXj9ma3
z3#Oocgvh$=WKwsq^c$@UYcHsB8pPY;Ae-r)Mj_BQJ~E{@kYf&Vs=xHWbGIEGA$TAR
zwdyCyy-ScQokmXB^ii^UgR^U3%`y5kcth0}l&-6&0ObBAaEmq{n>ksAz4{1qJ<>xW
zv92Kz?lrqC9GqF<L2}nJAa){gHJuAR7#~<p78XY<<pCq$*t!S8X(Cg!Z40e3xb{(^
zAs*nR*CuWlUS*_DGxDso@1O`kY*;5cPPHWk>_81~VD;wib!cSflQqH%AwDVWi-K(2
zb|7E#>m^kzL^kY<;+mF!W$64BPZn^)Mcjiu3LJ%$ikV^{os8G+pfyO@=L~QCj4$;@
zrH`!IPEns;=J8VU>)0GP?cd3TGgKVY+G556A>;Sv@!D8}B|(L-jMfOzHLO8HG{I8b
z08>3n6_K(oK{hEXL8NENeH7=A-;oe=j6mF2Fw40Gk5J65%t425#sqK8<11B!q%CAs
z>jYJTZD8kRs4`*GmtY0Rn4XRrRFq+=VPr9MA?=$;*ftke0!UCOaLHg_#t1ZRLpIbH
zw>CSn^=$4Xse>`b#99|51usQh7~BTKn?!P%>zACg$o>CPThQY<Z~<{KD|<Zg0&IQG
z_VrM-gCqV-JAhA-nkB;;W%XDitx1xK57fQEH(x|+@C_sMoQXtNW{_8RscV_=&Z+~X
zhZT*@HdX5#JF6l@Q6}HLlyq2paRl7)V7RECVCYi5(u~+5ogyEu2%hs*PSLTgA0PV@
zf#x&|%E0sXC7|`zuK~_&gD5q0G~hT#=`B;F)M@H7JwaS`wHS1DPkb40BvDNpLK{+%
z_-EGAh3;GuY4CNrE$RLJohh#awi*-24cm1KU#hnn>3d_;77e{m*KL%AvX@L`>6ju-
z%Tc4Pa=07PN%#Nb?JdBnXxfKy0RcGzBHfLY)S+8Sx=Xs_(2X>LbV!IaD2)gRDk&l<
z-67qb(#?O*Q6GKceZKem{eRbYooi=zXYaXZ=I)uDonr=HIV$RlH!HO%$TVlHESnMc
zLFZ_@g07^6Xl5Sqe8{w}vn&<T3{h>NMI$kh{K|I068@~+r1M@pdD)VaZQ9;~5pjoW
z_Y}Hlte0HEt8hNXVN(yXR0}vAb{6SAC84$s;_dp>2x)n5Kh4XUfL45lc#v9^%dA8@
zPw0pkZoVd$be03S^<|o-x{27?r<!J>g+9+ye<R{zGH`tjN3T&Qa=-Ql<gMeX<hMuC
zflQe@ru>}k0eUMnxb?`xX2~0Tgc2LNnoF@AlVgV;!R|-zg;6eT*dK-#v%onapM5Tm
zI1D1D$kmiJV>%;H(JDeiIA_Z^5fMn<^;Utz@E4j2yvURHv<gwrpji+-dI?sR#TPWg
zXLvK0Rp$0$ned_h_HYqcF(j}rBCw52+%eh9bI+=}!zVCa8o#A3m3tJgl(}^0po#7p
z(zjo7Zsf~}>Qy>my>qeDlG@3=cKDiXIhPTP$y{#y?kJo5oZstqr#8Wyr3pud!KVY?
zT3)~N<umsk0eSoK3=aic*0$~Y1|Cz3gUgDXGK~U<-s#Hx&*O;ebD|8iB9>0IKg~0D
zDiRb(@rf%98pl2y0AIDs4_lQC@GRe|dO?{zpIB!dr~WpJH2PVu?I1nLgV&U5s-xmn
zye}yYg0;?4PMv+a^;RpvHSUS5AAqTE9Un&vric>EN$bKKMj91egW>f%>W>wtNpBuW
zSkZ;(>gH=MzcNfSD01v6Y8~zS%B}#4LMsgNSfCMz^Nd_-W1Wnvx;DttH;%^18_Ac@
zlVDGKT@nRn$1L-#O)2`&EsewW+`ZkAv~}w-#VC8v_6eR%MtsP2Nlg|`yXl#TSdO(d
zLhq!5H>ruGhaHhhXcL=i2~Nc{3D<G^*8^`dHcA{#o)6?23a$heufqwJW2LL%(_V6Q
z9VIegl0DrveI$H)(cPoSPI^U~PA0@uoIv85sT4W69c!!K^p#j5F`^`~EiJ<`Wq|Gd
z>nn=E8>y_E%+z_|>0g-)?F%h-k~SWDkvYBd!75D1t2YrGqu**QzCl~T7&2bhR~9^x
z+nJE(SY%aE=x^rOz1RD)l%i{N?-I2D)zL`7IB?YfVX*+xTGfcnVW3nhg50Y9#4HAr
zRY~WSd_)MFN`OZrdClGUXHRaAdA~wJ&sq)hFEVgdCvVd02wA!%{`}?@4=Ghi+=+-A
zE77BtTF>;T@jFcy`(2JZqeVrPg^38%Ylq#Po4(@|#F$Z(es8t9rv09S_59}OQpaKm
zq*0h`ol{hOWtRr4M>o3UCC8Fk#%DX0y^25|c@GQ1%O-}<9ML{b_zr9v9Y*z%FpkW`
zT|XK|8G1lY>obLUJF3}yf8siI)iqOK0L#fZs)<yI_XK0-T9l1T7kiBF+4UE{{b{^2
zBtJdkwE!m>+NJbrULrBDq`buhus%`yKu&o~$D91}krR3t9jD{q>rWD|?68?sn$cdh
zrD}}US=ts)C`Hq%aoz9<GruL=v`L7nC%3Oqeg8uaj-~tI<AP8864pNMAT!j9cD$X}
zBX5EA4`c6}BzhUm-oYg?4Y%Xf9Y~NJ%D#)%y%skw(D8I}cIuD5i?fpzTz86rhO-d9
zvG5wD6C}uO|D0b0XB7U8`G<2y6z<{W9Ms7YZG<u-O5*YR=x3)S*`C|G(b@>eG93kI
z#C`7X$*sskQZ9#3?`N#&_<Ff+A_qDwn7gCe+=#k1WDnR=p7RuGX`IK^rO9`ctjy<8
zB?%rOx5gR?7d$z(Dv+B(yR`qt_FQi&qh^m3Nx58on&dcnw9hQ*ovI;)X0khnu`mi^
zPWRmYj^U#K51gEGS*EJ)hzs5q4!BS8#N|=!Wu85?DpTbicZLsLtF<o!pT_A4Yqw2v
zUe!##I#@fqnV#&x&+ezn6}~7u59iSqL8O>Bw<tgxB_qEUV~EiAZhNm~D<IbUW#5sa
zqE8tct*k!zSEHa;!DcoO6rVoI$knQ+X^q3x(2W!!<SyJb99<bL6NJP|k?*a__PKT|
zOEG2@FYGK22k>f>6*i&1Z(3h;R7Oj~CK~((Ps(pLk~HOMdBOG`=i;L-M8bw+V_lRn
z@R4r$FeU?=WHDAJ8zSW=f4CXDu%hWRj?duXT-@#iZ3Bu8fwzIen(|5K;of0An+Qe4
zEMstQrYYkie3q)%ZhjqboTIL<4(3$9|Eij3G2H89UP8ECxR-bw%h2Y<qNEblIFhC}
zs+dpNae=Jh7K#@5PQCs1t@m_2eq^y&u2np{652AaNm;%;dy8)pAI4GrdhOw?Bl0Gi
zaKr06N&BWsM0A#Cgd9X-T_KoCaNjy^@`kj=@CLcIpSAa8Mm9akD!^6`4v^k?|5Osh
zltWrz&={`fSSVvq*tTlC)-+foINlx>ySaRKi_3U0PF>lThcAV?2N%~YTxDSQ4CPJ5
z6Z}oKF~8;Z3Vd_bJ)E%CDuzy6lPft{msz_ZWv`4AirsRw%6+^^C);lg+vxktlR~M>
zDPL`su^)XdY5s%<GUj9%sz@_yr7Eewu}k{MVW%Qdiu!etzmYJ+RI~T_sL>bV;yZz>
zH3<*xMew4imhJJnD%)P#&2$k~?W-cvO;}#t{&u6vo=%AL?Hd2$P$a3{2F~*xf2{n~
zfskrhwy5;6%X*$L(jcXj6)_%yfCJmd_0~&6_9?<kAqJ))_82}47T0p|DJr-l0?w13
zv{TF1U$q<$Z03&KYCC$h_@yU`Uyp@uN#nX?%B`#h=dN^!-n&n3oCuyDd0su$Z-GSk
zD9onvz0g?=m*zV&Z%>l>7ntsFFCWZyQ%omgrwQM3ol+BQz!DV*>g!Fr7AKssjH2;>
zdWBDtIe78(Mssm!h#AV2)GeoCM%|aVk`8UAjq<Mpk2zLo0}8=rYw(^)b5iq3o0Jyx
zkyL)~rLk(xmk(Xn^^TEG^KZ8<OsgjstKDOmS_^5adV`{Rxz1EtqH)>f+Y`ANDL12=
zVNvHC&)=coseT|`UKW=j<!qI<<f7!W^z@#9+4-7c1&X30RRkBUB_r2B*8}F@bNo=>
z{N0{nt;*u&&&3IZ4nqZdz4_wG`t=4z^H1g`_{a8p3bbX}(2&wW(iRgVt#_?;ZD;9+
zr`F2T^F&oeIu*a>_Te|R5NN!$%(iwzpLkxjgy2U^JArA3{ke=H8#z_^`N^L7<_AVn
z@-jU3=$?=);#sm;q@o+aqk3T|O*hDBE%be+#=KmY%QGiFPqR*!i%rgzx&hlHIMcU2
zx**W=FS_ixa2%|Y^fKV_(-AQ-Pz@rPGmu;~!naR5mh`}ozcPztp{c{JnT@}^hC@Qu
z7602CI@p^x=o>mNULLleZ|I=kyg>7S&8gHp9L!jhj4aGp<jqVWMxyqQ$#tL`RdKO_
z$+>yKdLR}Rdlz7*Dsol;%E`>mg`6GwDi6pubGCPNGBI-okSICXo2Z((=&%5LV3D(^
znLTy^%8A+A*gL5@7@3%nv;Qa~@z_OD6^4zS<2#mz_E3z_7ltYzU>hu;kev%qi8DEL
z|16*uF(-S6-`m8@3T+iLs~!~k=T|+@my7=|yTi%$y>Y*~!wLSL1M3dw_ul@gJFqX0
z{>%PwLTU5=v_H_#qJYNz)*skcQ6QG@{rS#|KlKOpj`zRp50o6=y93AuAa3L^d2=Rb
zk%gE#lk0%K*ToKdMGS&<UInB_4u}Hq@jW^FZ;bx+Uis%!FtCpr#L3x(99Ec|Ma~Gg
zhV_R0mwZ6E^&2^XvPLdOHue@j+wns<6<u9yAa-WX<lm(c&<7VIQvi~j2extBZ|(Rc
zZ$O72E;eR#y6oIsz`?D{%F3z+O^l$4F*LD(CT7rt9GZwg6DDZF4o#S$iLMJYRe&b0
z(8Ly+zzW04IYDn>g<)9jptq)f<T*gEe!-diaSMZkVTKj6_~QW#6$}9cn&%8nU~sUC
zV0p00VQqmufaTdk;b2H%2w=D7&^*{JtSqb<u-bm1hn0X;4ugZCf+2+g!@3G<!LO&k
z>VUynLhFD5!$6dvx6;r=1)9h~6IEyedkU)@h7Xp&iv7BU)dtJ^MV$M8l!bNL1A40q
z=3s@MVZ{8^?_bUSRUB3;thX>YSPig7z&Z+p`-u&f4a<SS|ICIl5Jo;2hF=W))o#8&
z+6abT!P*9Vvd+rNMh{{UHv?o|2WC&9+5k1ZKP>eRK~@0l@pq;8O@`V2q7}cCAH*Um
z&!S-OWNTytVo_9*Cuak(sL7JMIJp8F75*@}Y`;_h>Ip0$z{i&!bRxi)mu5hV6rD`X
zoFH}<bke4PEr+;x0C}pe4h}YEwonJc`dc%=P~G~joc})&{rt33heg%Q!N|$T1!8Xp
zP(nmOO;JID3d{=pfK&`hFE@yZnV7tmEC>uU8+t$e$gj41cZ+}6L!kL0e<lFTqx~={
zDqwC97-n>S*&LXE`}v%m6~qp+AuK9vY#<orRel5gW!6|!z-%Be%)0=f+#og>Ru&a@
zHW2&ITrddm%z(KD060KwFt!85I6&Z^mpmXa%%c9P0oKhQjd|#5X96V+%n*YCYS`Nv
zLF{x`L2OW0Z)9g-2E7LTc0gS@E078ML2uZ;LojmzV9XrsK$ZeI+aIFA{@c!%u;Ai1
zD*i{o0<qXT{F%TU|H2Fa*4)U(`Ik6y{EIOE4Kb8@KZx<y_9-g;r4hee*WV-pfQ2>U
z@3O)1zoi_U|3U*mApcAQSWxm);{HJ*VIj)T=bWq{7;-?0IM_iPFb@b^f<YWVWQ&6h
z1S2XGfE5H|25`yF3xcutH|d21J3rBKaDzC0i0p6D%fSKS_#vEZ{{!je{HfVMp!rX#
z#`#+``%n7C`I|ugFDezsZ`Fz#Ih#R4B^EU$d2J<0MiD27kqs<(0*teX6U4#A-ie$8
z7Dj!SBPcMSNz&qK_L9=#@<tBiEI(}}ppu&8U@)MXnmXL9I-IOPtji77;pF7f1MzU`
zu(PuRtYZZX4i5;L2USREaa9jz7c*OFJ9B$-nDnUt_SV=18rlO7p_M@;9sJ88u>Dix
zC6yIa<W#>mUS935&1d_+Xg<&|X!F^1fL7`O1`pP1pyj|dCo~TP?FH-^m=|^ryJqLo
z;o{;3K@V=A|Ih<=&jy$#4vz1*ICyk`ml@xm19)Jt!1*^==(Qe*lShY_g9D%(jDk=~
z!47EMe_R9jp>&2(6F5Wh{(ScH{1<A&V4-zE%ltTiKJkEc07SqAFB_C!&?kTA3(RHy
zpZEg)%{cubR0?7m%5sX|`NAY>Z)5s*=77IzFwCC)pJa;*@Ik*Zhx<EWIoWk!gyZ7*
zE^1K1K}GJn=s_6<Tz_X44-YR0isZ-fT`Yk-DAAw<1M>ggeVC*FKXsq$H&y+<Px9~E
zB>%CIGB2x;&>tHn>nVw#H<Dv~+z0t8=^)w;I20z5ay-1eF~y7)0{?2OVMgb(lLOYh
z<gxVo?<6Ml__Oh}1wIDhF{?q?f!&tZ;ULelxpLmDzBD>53uTp-3_rRzb-oZ|hfsi7
z--!}ITbiwM@6J~^3tG534yw52w+WU*8UZf}uEy^tdnV*7>Y6S}-p!3@YtxE*V7llU
z_q?r*LM9TiG3%Rd%jJ3AZbFRpGZCXh(r(PAFAfyXxsrAk-rQ!c5!^!@%`lUMj$r@1
zZ3WDH{xGM12*B@Fh3TiAV3J}{vsbr+KsS&khY?QYciSRi2Rr~`uwRA+C;+uaK$S*z
zE>IzH)`8hD6}>-<1yp_j+Ws6^bN}Xl{xdrO(f^$tF%1AaP=j{_5bfWV@eVZ~WZ~T*
z%>H!4q{SiTZW{8;bU(vAt~tfCew8!LiAy`O3+f_O!YxGFHE(=Op;n7>I<JqX<Z4vN
z_W6nrt#<B(TY0g5I}4{<fp<wG>n17MFTa;n^(7iXD61?<uIkm-A?MGn-Ei<tyY9tS
z+v`)MAA_>w(Fo`fC5Whp+?3v1-(td5Qe%8b7{30ZKfEtR=}SRKmS;;_f71bqEsCo^
z#CW1WSw4eCUEbxVh(+~x_6DgrK6y`#D4p9s+N9ihbn(ojOV3GY9&M-3gY56@g2ifo
zW!FFG>pyc1M&JK?uEC7Nzi{ohVCY}C#tDRMzmzDp!K#TB;F>Q8SoBLRuTA&qeIhAW
zYX#n0v)o0cFI8(s_QJAOf=Lu)s}YApIm<4*2J_`>%T%SiL8%#u_~7YLNu(jtQdzaU
zL8B*IT5NO6aaIcU%s$uDLrd^ID)qHQT$%AkCOOC>{>O_q-bHAteW@V!O6x2GnVcL?
zpbjjp)Nj-kZ)$g1l_yM*cf5nw@KR>SX?+W?5v+=e>DA6~*^J=Gn)O)&9a%YTct=ZG
zW5;I6&Y06-gc(D!eeXh`EPGTd3iup}dfNG;12$rDG4T_NLqbqgl-n+0b+BX)KDRzL
zO91X$@i(<{)>+JYLWj4>2E#x8ou#mt`>!nhvupeh-25J)|7L^#D;<Qn;(y`hZyw=a
zxXI4@J2zuQ?3&0iB#zSpi0~&U3NVf1?aD3HKGgXmEQCt1Qua_*?qoU+NZ_%jAn(_A
z@1TD<Hfb-~7Mj4UhYUM27xvp$S4y49CF-gPuRdQmqh9;Qr#?&~ly|mYkW=<xzcqhN
zW-4();Y=PYQM{5*!b-I|X0P?8aIc86^mWNDy>i;h%DTTgvq@h98Cx{MLR*#BZI#xS
z2vn>n4_~&F;}kEM-A<oELI3PSmJ=z09Q}Zi2h8`9#{|AH`F2~67ic<+{oWEuTDm3M
zH()d6-aCsq`VFg(?V~yv9A$KgRhbVGAL}s`amZZ4Kj?5X|2qd^L#4lRP)<onR$JwV
z6O{($e;_7*ccbjzqu*b4mHS5qG?M!6S7FmlVwOfu<m_PBbQA2Fjg6Z{6JqLO>8t~d
zYk(2Pzx<$%lKkiKAK^fMfASMEv@8&<K<j`;K)@Mr-Q>_K!1exf%>XuNDIf(VN`BS-
z^9r!xuyWteKXPI1WCbQ~*<q!iwF6Ipfb(Z;sRm35K*jwxkMY}p>0hK3%>AFFHPx`_
zyR@o*sJqc1wg{EhtY6Z4{cP6#%iu=g{nTxt@sv-NgC6wG*%O}jVF$^~vdWh)S7>bS
z#ATF}z1}{--8fdHL4#XLpIJz#>22?juJ;<?8!T=WXL@m)-d=8(7g@sW%6&L>%CYCp
z+70?dw$%=u$O?=10bEjWOxXwu0qCpbZu749-9pF_1#U>bAuz+?!?13}6Vd0)o2C6`
ztl~@PAAJ|A{`~a86}-i_iyDRFkpdgcq??T*_k*s$#nxtt4+{+*v)d#5T|!~Qp}$I~
zthAJZy2!tVc^t4Ao!|UE_ut~a|4sS)LuUT7y#9lf{z-0s$R{-KzmQF!9w-!4{-9C^
zy@nn?<sNzlg3q7%&_ENw%MRrHR^ngf6E=17SHdeidZ_+Lfl*pbOvDWcjU<hL=_^$i
zQzm)Szm0+ZOLFsY{IUkTP@ets56lf676ao2UVzfS9sdjs%)bD74%OlBKMr1Yavos1
z9C)!q4(9r<_Z+}rm=`t};NfHg20>6rE>?g(K%~dP4UC6ae)=S!fp#Kx&X7Ou|4?c`
zp@Gl<Dzs2S!J7DkV*jGioPY8^v21ogG$G-hF3SDZM#~8SUweQ?EFx<Q5jz=OKpYp_
zVs-0WnwEsmTeKHj_|?wxV^6^)v%zjjy+J%%PyIc$wTfwLN}s&WIQ5A&i1b8YPM-Ds
z*Sw!v_AXVW7T~-2>%TB^W{R;GjQiXx#+s6mQ#1J#Ll}j!Ab>34aW-l-CFGbvrl|v>
z1U?<N+GK49=V8e`Sewsz7!kciz~pX=N@;lW$QFYj5cK{5ttG)7k(&anjn#N78R>x6
z*>v69<a>#?iErQ!j)*4|eDPSMH$vbIuzlH>)dPzdW(LV!Z^rzFG9lHWHGRe<`SL^?
z-a(qdnH_rTIeN50gFQk2*MHY|*hJl51y4m;T@naR|0a0QG2Y)q?{BLAeM;rGaN{@C
zXZ_7Jfq~C<zq=-Kc0d%MbCJ+t)<6B&fo6hv*vO%0z_kFO$zP9OrC=~Wu|P!=HV?xC
zxKM6j5{VNw2ML8{hlwLAIR_6nIWHS000(UY7wmNp7chIo3D__WUO=e<F^0M^C??<z
zHW2!wHYk2psHg)*0hq{w!g2u<9ndzw@_<^wJl|CVdgcYjLtH=}7Z(@s-V<<(06aU_
z_j=fYi83zO^ehxR=bw}Us2a%oHA;mN_jg@@KK;Q&7~TI+9_Uc*kDI@0mN>-R+zfbi
z3cM@T0f^7y3hai>D#EJwo09#SF$8Atq5lu`Pvc&|T>S1fe=1ofpk&0-FK*xbsbr>q
zQL;wG<x#x0BNt!66*JW>n37rjR5H#1vvzrRrNOugWNG=)M=3`KxShv}6hTNS?!M17
zt%QA8Xs5QNH^eJ3v4)dahKN6)fAK&^TUwhbwfjo4aA7I<G9j0f!Qlq5lV&7+sDD^&
zz%8i<2$^h=!F73eC=Gi<ts`}VK*WK!c;IdE#I>{G9iv<Wg75aeo&Ruw8X?D6{lb~V
zDgEP^V@cqsmdFtwnfQY{n|J4Pt5?YVZpdJK^1rpG>=5H2h}@LDKq4SnGEk?{k$PVS
zx8e39@a0zdn;<=ql`k9yc3Ab_bq+Qo{#TvTR96>M_>YrZ;J;}Zlrw)CqWz|2zXyO|
z@J}uKhX4@j%%BHU;=VgGSo)_x5bDBU68Wd|PuB-L0d(M3u=g|IgO-3^{|5J6i~exD
zzlVjulo+fIXsI7R04ua+*zsFv2*vj^9~u-w4`}EJJwrp!AJ6_dM1<jn1)5Nd&<V_c
z2^nFA;;&p1Qxubum;AeB6gRVl{M9moq1NobVG$e8A1q>L{SR?6U?QO+0Q>;L{Ob>D
zl7M+}F4)A@cSxu={!1Ac7A{yHIe30x{s$N?ULf+}ff}`+28|bJ31Fz8d4RD3b3yTP
z0x9&0mkWRba=EwwL&^&^hhTDcsE3D|ZeXPW)VOkT{ZG6-YykATg@X=ye$8RSNUvaI
zYsT`Qhf|`!at$3OUUDWdD>pe0Fo5C)^XNg%nT0bs2Z%)kIs*l~js)`n6W2x#Qf3ef
z%OAJjXQy0XB|$9T$7mvU7B;}z6F`7~`E3nyHsDnni#){H8JO9EIW@py138a=py7l*
zhBg^6qGkYHphWxaT?LIO@TSu4=fV{}a&rKRoDRBX<!2eFbvNK*r3b-^{vgEPEi&lG
zR3sZY8!zCOeojpC0{Zovh2HW;d5o=Iv+Ady?&|8AUt7dKwMHYWnIC^I2MaSk1`z?$
z)`)q_OU_>k{wAhYIR>l$trEi<DDz;x=-JRvA~(#>_n2o3sG>LSXS%0Vv#-}x>2gx>
z@vw)leY!5RgO6PBa-KQgzWj77w7$6MH_W>-bBzU$af9`<#;oB;S2eH4OQB%_+z+yv
z+#e**RpW28Ny?78(=P~j&^12sL&P9VtSo(0=jLj9>w#+cB@Ls7?IY5lN(;Cgwf7v{
zOy}JhES2zb!eN0yOgx60tk2<Ak4=P&&0ICzZR#XWF3pO@UvNpBn>bFLe9_=`t^6X`
zTNk#=GWW7P58~=P<5Ox7aXEP7V)>}zgI+B5hWQN-f>iq*8@o*K=+m7J?u86=P~fcE
zzKFv&A%`2{Lai4lMNP%A!e!MCI*T)_^>Y)FCcI|?w`mP&Q9p~w`H*9gzGy)D`eY69
z1lw~q|7{5IlMiq2q8pwQ>=E0BAcjitzi*0&k*#W**u80U52?=|Q9p?LCGL^9Tm0j`
zK&*~eSkcb;ReoU?VQR6Q4=C<37@`v|T-~gv5g=jVdHNyN2IE0MW)qPM-}VG57hOQ1
z5<-N7;<H(OgW#EX)K>y~q>ssOI6E$(Iq(bItS7I9u<J?Qamasq8hcJz1@e`?EmRPo
z@l^ZvXrs^LXqM3E=6JlekhH*h;S2SX)HXPQQ#v~TFeQ|YT@IE8>s@B=TYgmg?N00Y
z`&DlGvzp?Vl#&j;?J>xMtlj>neYZv%aGSp>zI-OsyoFkieZ`2eNRM9bI4Z%4-dlge
z@et`EIw>qZCtleUlq{>=?&}mC{{HFogFAioPVk9O3S+!N`8zJ3cs)Ch%WQPtCxaZs
zMoPKn&<v1_;ql%*z2UeXjG7cZqkB_R3@c+@y9&-OU`wj_obB@FQA3jhs;C1o(%k4S
zsrL<o27|EJ#aKpZdMyQwSUaaAVj9Kx%C=HV1lug(Tzdz7JGc@bf8<XAnJuMDemKDn
zj*l&>ST4+)@z<Vx#5@%MM}Bpo>KVM7J*I@*UA4#b7J0h`hb$zYJQRZA`wYBC7Rrkf
zFZZTdVW7=2PTon1B3Z&b9?=wWjgqJ>YSC>#cAMrno}A$Glz^iCy?Uz581_ZRX4I_Y
z^}?_k2t#+)m<ww0E5=o>aoNn5l56jhrt|7w)#ujdlMS$}ai=A}GnQHMp2W5ztPHhY
zsHsMqJe*tz?H#Q;_8?uem}ft^e`S7UbVYx~bj5x}B*HSuyouvW?M>%h02lR!pfoub
z(m$Dt0-46)b*!k;{ir`lIZa187%)=g1AnH>cea~@C+Kol;8y*;-X^kkkscW`+IOo|
zi+09~#Bbxy*-mqn&?@^?2&vgE;g2oKGu|K*9n<mNwwS|TTC)$!^n1D)Vxb)8HjwZ>
zl{>cRMDo;VpyfJzWfj6Bb=^GD|L9cG;lp78i$*-kS8ceWIXJ7J(N(w{QRE9$(mtv8
zcx#`Cyj?(%G^zx)t9ZKvG9k&&8#w7`n-(cvMF>f8Ic4_o6wovs2s-8VA$D?tCm$eL
zq8$_RM#UZ9-;?EpyrMBhL2Z&;%wMG9BQx(you%*%+9ldUo~Pv$y}d`ayW^}{y~L3r
zgy45AfGDYiIqknTN&iTE`@x!D;F%GFZD6KDZ|t={)gqrS;%GqaW}ZMbirE|r{%qc^
zXVOi{Dym%p-sU>7i(Tv)`H>i4cbYk*6K&@h;jTlJAa9jLyg5IbJMooNfd{g5;THj^
zWcni8E9rEJqpuF!D1#4nc|Q3GTSW%GY|-HBSlDVS<r=cZl<~l^Dp_;jJO$A#-)mN(
zX!j>f0Wq$LEB8NwYgXQU^i+C}5MSQ+3z_I8D}E9WixQWS_gcb&On5{q?&6AGY%2Rb
z{?1HZK9lDxg59a>%9Hf%(qYW`O&NyoT6Mb0+bu%}H>isX?#8^nS<X<W9wpN^iofVH
zO|M$6H8b%PK^_l{0||%tbq)5t0*=>)9l0@ZPj#={W1i5N8s3a+lc9fZZb6@*Pjm7x
zNE0O%@!iJTx}rv%(wiYeN2njV&xfMn_(|`4dZosv&G4KYqQ(%YzM<pEK*YG~<>RSW
zUHMTfF&)u|Pmt^ID`>oK%coiBNdcNwDe<VJi1lYZM7`<oj+cWv4HX!R1B|IJ5G}e(
zirz>aJYIkIE+EId&|MniV|>89dJz25I#@*BLrE=BS$oXUFk~RnwcNr&Dwrnfs>*EI
zOg>^gKvz{zr)l$xD`UV>R6Yq_&55I|$5cgx1y*&2jAT(`jiBJf^VzF0SG-=&M_LBY
zW<I+^Jk?DUahU7kjrwB)iHs&JB*REwkLk2OBrH`9h;xst%w0)&NF7>4d&`;Y@tI!9
z=WlK2v#-@WmxnzB8_LD)eN-h>GI2bYZSWnCuvc=~$FzLPdBeMfvgt=c*>xu^Nt0D|
z7<jDJdkI8njrjKzB)D!d$l^>&r{mpG=?Y&qUe(f$G&~u?@@A|;ZSNy|-a+KG=xCEx
zM}|FMRywfHNj_F5mTAB@fKAk&(`kTU4PM4KVoejCK|i}}=#p#2Gv>v_JmwMEde+^e
zO_mij?WWZL>PLRJzWd?KkvG)&S%|W$B;5_!w^);Wwanw1hSJ8uH=QmHMaJ9A6*4l*
zx-HmsdV3>3POnNF3Bq?xy+i!)DV8ig4Z~mz%q)d@g*VvUf4W{hy*_q({dq@5E52RP
zirzp(58kt`7VU<UJwE2xR&9=0Rf||Gyr>)R6!dgs6u*!~b+mViX5nfnlTgU0E7_%C
zGHtk$_6nb>&^ZOy<!a#RN7%CS^!P!pJ7muiZCFY|n$Y%zv<2-&6rXL!RWl6n3ks_1
z=f2J_%csX4t7$H3o6cA`FgkNk^fFuU2oI(V<i`wD=im5-!DLG8#26&)qhIdhX5ep=
zS^ILkDpFzd$iwyWdEZ{E^x@%{6k1Lw4}~tmQq7m1%ee_&PZYsB-!L~+dJS`CUiztq
zU&Z({2cq&8oIiQdPvBpI+K4~L`XUYF7o}ZZ5$fB)$<VEypPJJ$PW)BM=S{bXm;9UJ
zh9mj1id$%llDDKEhxx>NlUQT5<wTg+f*yM6yy>1h5iH|+wuNVGi&h~V@xf6z4UH5L
zQLs~2F6e6tGSjLN{i<2Tt1U<%^ZV(obt&E>zOwF)d&KtY6s@ye;*Wx)MV{5*Xw07L
zt?rlWvyXJ&sw3?*yTyBVqWFY4&{o|jh1I=qMkkoHsBHUb0?!Ci=k=YV#!od5FO3iC
zPQO~Wkm~4(JgbupvW+hOh$QJe#6q`TsWVi^@D|%^!=XZUiYbtEzaTC#Ri~iK8lqwT
zz8JDG-Z%Z`d8KPbr7M@~hl*l?Y&qQzGRcEAS-IB5;Cv5T=asW%Gn2gT6fHgdh0L#G
z<L?=~tTYE-kL0p1U+xE5DMIujDyoX!LA3VQ^Li3wCiciCpAOVKTx+a8wbrgpNu+nK
zO{q!ww#3=#G|rd6mA0n#qM}%5aCmI|qg&TCd4GPx{Uns(lU%}GgJ$?Kd|lVVVh!<A
z)JX&{cf>5;gbt+Z3$JUEnCsqhE4fke9;-O2?Ah&|)7F!N?oOXzq2Ls%2X_t=7m-B|
z`uuG=O<e2SYM!AtYwcCYaSR6TVlQJQ)qn01V}8NT#?sm~w}E`_&VCYj88K}2(%fxY
zLqjn$Hvb4gHS0qUMscoVKOc8y0||b?ruiiTg2zJEWfx=C<$D)h{nlH7vyE>!jFJPZ
zQTK7X1ekpdKffUMkuNVFB_(vASx#2y3&EJD@ZO<tjkts8!eg6Um`p#wat}AQch~xS
z$SFdbS)&vDp-Wj-)#gaGqDDJIsWX2FEXmY4<dmmfQJ4!-3}*F-USpTbj8jCwZKIsM
z2d?>ShuKC6$ITlJ_xe-)=Q>*PgC|+=$N0IE=^?xZ$(ucm<53=}%h>K*=8EP)wV|`_
zB9yD00aMY7?~*<|!SI-0+vRH7<wB66P#MYOof1^0TriBW=)^JpbccN=b8O9*bVg%{
zS)2dtas9cjTj<bHZM|#A`<$7}D1LEi^65)pv$SJ_sotu3H$~_Al+&tn9?_}M9rS83
z0nx2q)c!9B_m0tzi6<u^?v-8%UQt;J#e0T0eYJ`6vbVu_RU3W9jp|m|t_kgS7hP=b
zGzuD~!MAvq(W~s8S1gK3m&-JtRhK%r*L<lOUMkP(jEdf73RM3xne9-f=9(aL>>X$t
z6YhDfz9~q3M2hWIiswZeUZ)ve7i7HisEk{4v-_^srLld@*VOykA8?D`a9S<A=PTAI
z>fh52zx#m`+e3KP;>C1$KdlB~M#9JO7xavfp}Q}|WtA;%E>v4-3%X+#qG#xWhGn16
z8Z3K?iH8V9%%+P6ys#?B;BLQr|41{Wxh>5www{l!NBhyJWZTvu4`I%P*v;kPpwM`<
zskk=dfCVY_6{cEDEs|<8O&>w(H!RN2weBU!zGk=*>Bnch#3K#4j?4EP30{y|s)6el
z)NkI_-8?F{W7*(~3v}1)Exs-ELYJ(|BudK3$JJp+*GzfJ(J4tlS<5j^p#Ak(&4Mm2
zuP$#$l(QDj;o-0pArAW36>A`W7sJ!RPY7nH=pFBO3LFH&8a>o`Ol#?M1K{;>dQxBN
z!Y7Jmm^viC5#>2QkI8Dx{W?>BtHi!fN2`D3FyngUC5RpWQsb=}qGRpd<^>HACACS0
z&{QRyoOO69H&oNETW$ERG|{^Lj*>>G9Uk}yI_=krg5B{KR~;IyjPKUZ-m?~x3YvdV
zh?$@*aN*{m6-eW`RX;C;Ac%y<7s+=xEv=-nyxW;eEs2FUG#e9|EMl<csGG^thQOO6
z`ep7d1y_O~n-^uO=(d^aL)=fTdBmdzYtqEjA;zj;^i;>Fh@-LL59nkLY84uh7jL2j
zH;i5J)R5U%G>|*{w05vsWFl7?)*bI3UnJ=p5QL{iqDMD0sBpD8Qu$Mv#9<?d+YqM$
zv38C0UAtG)^|+M*xAh_$N<LVvStROq9pbRQx`$_^O-9p8KF2{mkmZYUf<fT?6d}Eh
zP!fgb1L2cy)mf=i|M$Bd;;RNSA+pws?{e9LWnZCA?72VEjoo1L>RNmBa;V82<i1zy
ze`DproZ@`STiQJ~zaj_Bt{9{(xC!+U>lPge1rDr`CPQY2@<yU?Z?OM|09SHkqRMt|
zuL8w-k?lPPvuJO{cOQnU8yR!x2q{F^2=1HB$|>HD*ZqXHPjW?g%EBJ(pvfNm(x$*>
zHC%U~ukSND8VTAr#1|+W!YmEuIE4k@@&+i21Sy0|3;MtnpI79ELz9l)+t!<CZoRr=
zg-cR()ev%hS-AOas`$gG?etrhj^((q+|$KCk@CZAqAz~ur<vE-SC*qPjdeA)o*VNz
zg$}b%(g$&E2(FkIxZ?t)e2^6jL$;ngx2j3*^AweFQEgM3641`aa`C(*$6ySg^z229
zOk)<qJRrcxAC&eKTz}_}9)%fe&L%;Sbts938QUNvl@}{#m{R!sguBB4Q&Ite%h}j=
z<SE#%FvU5z0>$Jabtw@aX?HW@ag>r;l7`x&=g(do#Md@is8rr{RC%aveS+q@eb$Z)
zx}(@dcgp3@=w|ZrJ)-*#unYWXl2x3xUK;RE;exD9mdv55Z}H7!oO5Xt9D?#NWyw8M
zWCZn!?ZXVVt>kRvv{OD(n_*2gANG;j+0QqnU|6^_#-v%kKvald9M~0*`KYecN8P}7
zr<vaGTSwqy8Fmkvm&g{cOS<Ovrrk~`MKeg^gjG(9Y}#yC$`Uc&<vt|=Nsq?}Kba3>
zZMnts`Ypy<=dCw)ISBiy+-R8uch|NMhYOFUm>9SB52||v-<^I~VtTS$sAIp^r@tfb
zbDptA_olFi#di9`IoxOj*?WQ7&1l>GE6?tufxs@gVzE3udep4QNrD(txTy&66A+y}
z!ly3y4{nc#`B*!w7+(@6V&*b-lRxjg!IX>nWlJ**1umizwLR>uxu(^VNCQ8A&9$@7
zf-4Yhs!Yf(yUN3Mz6CEA5(<V-{%Prod+mI2*TyIEM!ORX7xTn9dZgQ${;qIeawq0^
z6@zbR&snrNXCs7V)qId&ACX(Vk*!rSP%u%*r|_^zg1_doIo?rIfiq#@JX!ESL}d%t
z;@y>)kBN;21NI-Qih9)rm_PfU>r5sF_S|~D<s2(oB6U9wwA4OtS}2oYRk(tyt>IX7
zs<9<g$XPPnXAX(7ceZ_N<2cniWxQP`V0Bu&B&azrH0s4Xp8slTe?5Bj^AdJaNhmP!
z^^wGZ!kW;`N975Ve~=-&F?mU)zeWUC(VO>g-VfQ7C9<l2<|(+Dj-a}D>6@M9!R3T`
zvr9mwwewrR1I{cB#%6-Zhjr3isZrlFQoG{}-Fa*#qO?&CRrdW2*|P7vxSM1`rS>Wy
z#<)z2DPY8S(0Ib;eF~x#mkgg?__XElMpWA@J$fomJvl~*EnGrm>U)AV;-`G~32@(O
zm5#2(=uk`3Lc~m`l%IIya)_6pwiUeO=A}-Rcj7q$#r3y6wtHXypxAcJiiD1{1F@C(
zQs`3EvqZjL;yNQ^aHXn4cj)joiJdVPLqc5~<pJouGI_wP3&9~*$eT+3O?AbB=xE*W
z<^C|scF5|ky(#vw{e^$Ro+b&=QgAdL{z#f!zxay6Lw?j|`b_hR!z`o))oSdo+>SSt
zd)Hs7c-(S$f}d|gw4lVuG}73DrfZpM<Gq$kcK>BnRT4JdXf|loa#h?nLh&sgF2#h$
z!tDi4%5P4elnG;X9_)Sk$gV|LpE^+5WdF%w=WDJRT9co*U8%YgpFTEHed<vcmOHvL
ze|>RQ=~cqwj_*lr*d!LWz&Ft^?uT?Ju9gHlqIR55Zu=6`2{j92D!!Zl(&GMQ#(XZS
zyc3&+$V|srfU{OEFDW$H><$=}M=t}Fx(KCk4HS#@L`}y$I!}&WcCY|4YBOxfQ7mmY
zAVC+KEvh-ZzRUj2ikwabjXhX6T&9NMkrcX`S0fjW391LfLW*qjfQoui_KBC8t%d1w
zS5u4E9w_<Vfrp?gbtdyfWvQ9A<Y<mw-JIa)7S&QOQYpRuC)$sC_-W&n=5z0eXp;n*
z6bJ0h$!wC!`=04QnpLlFXN*TzoJM>`BbDI7qh@qm4k$W!+8$t2mV`+RITDu?{YYIk
zxPUdVdGvLSDHJ(-I$Q}iK0}uKY|=AAuZEMNtbeY7Wc+h#-h7K)2P?&k_Yg?jl&}8j
zOBZ7K#L49FdzxaLOG0^1-4Z1^F^qFfS~2#<HLv@|qjtY~c(*s@FWtE-i>gky9m-E-
z!a~tu|8l;shqWy!Y^i{r_nEW{{U*xM<5uy|hb&@{{+om?5UP2XmNE-XUqT^n>w~QM
zqnXMVa^2Qi?w;q_%?CEp6I+}MCEK_1L4gZ*Y)MWgz0BIt1m}9gPJ7gcd7Cz><U|ad
z_YXeLtL342QIXw_2r>}6`_YTIoN|ZVoi<)Vq3b%#gl>n>dBIY<4bLh<FikDg4qgFw
zHb=5S)KtP#!RRR6v&Xd0!aS;<I#QllIsh{+E$u<uBYQXa{B}~tSozN`p+;(X#_b=J
z;&Z1&nJ7|(mF}DAH(-aLC)Ug-EXrw`U~Y625+KT`*kN`{d-AVcQZv(wyQ4l&6IE$5
z$TsHT_Z|^`syoi+!nLkP(b!GHy9YVt5VOLL_g$3LXu%5`xp`0$Lm_$kXfKKhzpTf&
zp@3~DmBGqJBiLRJ_4p$<XYnz0F|U)}?g@^^j-Xb>!TQFhDz8}<+eO|w*Xik?^9{!E
zeB6&G57yp{3*LQvlDgZu=>Fp3wAOsG@_l(uRT-bje4Q*`G^bmpHr<#U*2jgFB}IDe
zM?8KmPPXc;U%d!ReO$Y1QP1x#?jy9VP;TDFzNeDqPl@Y9yhP2^@4z8O70y<ITM)8R
z5L*7GUn;BZWLQ3l-lAhPUi&5CepSx%0OGbF@>)VrY~nMBI%7?0kPOu)?dM*Xay|7s
zC9h(>3}wv_o9N*rqmj<j?}d_z`bx_gRVLQ=6CDNDW6zU$EKX1?%d>=fH{$JK8Dd8U
z;laPdGmm%CtC=QB%-}@VlaP<D5cf*32nu0o>loVSB@jZe2spsD56+C>Uft6r@b!Dq
zV>rBqiUP6YFY66+uNBW^?gjpj+cocI90nx|l8O^{RB2yM&V%$#+hY}bY8t}|><8g#
z11}nL1!QYuqkJBL6SuOFt|RL?P}^TGa78k;-ZK+xLd&lt$d0@98WfQp=O`cP7y}vL
zT#YZ%&Ek6<Y5&lh?}%SBR?Mx;%jetb7y-Q#I#`o}*1+fS+BDTWds{-qWyN<<^b>v6
zU-n(TWj?F_SkdEQrqVc=_w7^B3t@+aoRK_4WFq?vz01Xlvx#Nx`N;Oc5<1yVYr7aS
z9v4^j^NXY1nUc(8cUQR6Hfq_2*TXb}iT8aY9Xqv~9pUGB?z$nl(C8MqO3VuqPB+|i
z5@Kk>oI+>Ud;XQdfYvr<XBb3i9pL(2O<~<KUBg6%y=OT7y{=kuT_peG2ptx_sgI=V
z*l`gLXCv7}?)pgQ0gn2i)f)xo5)Hwb;76!bnYQ?`?}G;mCXBzKa$tC&>b&5<?GF_S
zF2Yyg>Fp19KF_>JBo!s~y-*X@@;Y3<yj{DoPD;()Qoq-DUP^lJU52NTfv&TK;>iM0
zrF}gPF9auJPkng4daln=>S6lRkaurYnIBfl%yT>x8f*X18ie{K(m0?$ML_#t{2oy$
z*y@d2oR~n(eVt;vY6X1BJ(t`HE3h<ocb;RCoTF!*dU&9CC3Q+9Us38hS}D=Syndp5
zguHFu<-KWaO2`+1a>^6z8OOMi@_sEhZ}G;pxxvkY)zd__nVZ9h=0l@x43=lgDFY_>
zh8K6Aq2Ex(QMixKs-kf9E&KRm%}&I2Cbv5oO8u!65BEk2B=yCV=YDw@qfY+h==HR{
z@56iB!Xl*?72yJ-6|Pq!Uq01c9Xaw(8^yVz&6`lFOraDy?D0ItxPwXA+-+kF-y}oQ
z6n>A&HN+$&-kpcGw&0dzItxE9Sz>Pe$cOG0guoziJO^B3E*h~EIYMO`jO4CHB*o>u
zu#)@ErDnqGrngJ07R33TkY2Cw!-r`|Z0z4-%=6cyzY%X^#a$PYloGR?ieYxg@40Z+
zs&aB*%S;m*Nxu5h6Y$~d%rY4ZWL3U4#sY00sxD(3!4$fD48{9S^X7;?b1WG;*L&f}
zD3ga5^+fgO;q|tVrdS8Ubjga+O+FEACT^ckXInbx@$KhAes$*26CR_ATyas-juXe5
zlHO5h1}!s@Co)0aao)t<%2y&p*&`mPCT5{*S0G^j1NY}r`##;DicNxC{I(yZ*hyC=
zh!mzuQpK26Zn*TIiUl{V9jtE_q;689J!qv7Jve&si2~RHiG;vSK6v8gU{$<4ddQ;7
z$g6nkL`+QTb6kGM3Fl3nE&H+47B~2UVNs6D&_#9Ap>BJ`xPo$`59^)frE-!FBwY{*
z+_Wr4aaO$}NV@Jk#Mw$z<Z_95rsU;Acjuhjcet;wzwoS<R((d(SEu+BvE$Q*hR~N*
zPUa-)>a=N^%M+1%vf2rdY=Mo+2~L!Losg`oh?7dXO!fh~*!g0&VFztvZ-H${N{X*U
z_Y-<vf){${q~6EhdbzL5skUbMr+Y^2#yq{}zEnJ~2tS)$7i6T>t1K_*7cdIoHS%o_
z8=n%}L63Rk<>z~%yV$>?ea|*|A;(!0uREzO*|MZ=?MwXeMF6A{q$Z<TUKRNWVN_u`
zOp$t<r}BvmwH|+h8l-f-0y4u9!Pp!%9<?ml-D{c2X8l;uK1ajlh|a=YY2D#*_J~S&
z#6F>EQ3LsxT29K~G{d$V>C|(N(?!Oau(Vz{p_&CV1y`bev`K<Ivaw{}MG_0OLpQCZ
zj+7*c=8L)iH2JHp;mBR{Mq@W*&5h@`+K@Pkki52@-lpi3@*Z!018HixYjs~kq>_e@
zDw8&8p^-*9*;Cr7ERYWPpny{-y|3@d9AZ8nQ`ecH|6LqhR2BxQ>3-Ml5WFex5U0U@
z+jdok7YE!H%(zG)GmpT2k`~{lnrc_&`3FJwit!)Q=mLMTN17m$;`xj`F3o@Y?)J*$
zm&s9L7PdRao(hf)a*(2fistHEVo2t}a~IKYDMF0L84jT`<hn>W5-f^uY)t8!iXZlc
z5`082yBBW#SX!gZe9q%Y1liYt@tRBV)PGv-bEyd_3YnNLD&z{?tyk$&!8RRP5?h{}
zk37SE!nY?VYgYCz$MHxw6%J+#I1z3~aPuXk5f#TfWqlAtV$dS6+@t$2x^wVc&&fyU
zT9B}1l1u|#ZxJp`6jDehiPAr}LoRVj8P>ZZm3tj3to!Xtw%=mN^y39xfgS#1{??|T
z&<RtV%DK<ps16n&ouEoY1=&f_=(mcGWq2sWZ^k;Mxi5lm@+`_7!kcz`1i$-?^7!_u
z#$%#(oWAUkLCm`JLOp@`7K#zRY^gy1CKaTWSR_=4Rd15oQ$cZ!g9^z*tcWa5N|YWd
z6#Td$WpT{rx83XcwB^#JODbJaFSkQ>0x?wY<KGKvOQNb2k*kqaVw_;hNKLpGjZ>JI
z2e}PNsCc1|Q<-Mh=ax#wp84RFuip9Vu{N5o^v_7&PW7-#z&lCvQ{dgyX?>!Q+`O22
zJJ#W|9DToO^B5Y^P_EpATnvvI;Sz;b2LCJt=Fn4i7j|t`8Km<qS88!2gl~9@wIhxq
zZ~IFMgUO1}->C6wE__t+)1v2D8bnvOQclQ7)UjzL?zC-9)DM?v{dPKkjEJ{%^bGl7
zF|kdJQK|Jrzg|UQ0{?WkLBn};seXm?RDw=0_aJiOVr06@dau!Ka0B=NZkhZj^5uhL
zN7ih#)CjKo%60GwQYKbj48ym=xU4~%_Iidz@`bLIV}w&FPETCgH;PkriBzK<MB`HN
z`nLvCv2U5KVEgwjs6BYz;uecFns=7MvUhwzl{ix1sf5h7K*EA2@k~S=OTW2`tM(vr
zEZ9tOX8*9gcN^8uvDdY<SYUjDtHfD4x4X`w`y!phq+MU-;OrH9sW6G}X&<NXg!Az;
zXF_gy{hGJ#Gn?l#qOoD#xOPkVv!`9NPwWv26SlRltOnsHWa3$SxJLBads*c_psZcs
z$IoaqC#Kxw#pcCIiV9IQ#xHPpiARf`XcOG!e%89S+kz8MZyGc?-)AY<Y@DZCo}SXp
z78`G7;xu&6a?>t*It}ijwBr-&vWObdAuK6`ysK_=wd)CWh-qaut6snm>b-!N*Iu@b
z63fZr-S$n#>ik#(NN+-n&-9o=*rcLRWFlpUI;jqks$V^!qIx5mtSA^BK`^_2H2QFl
z%#nLDeLq{(`iQJRuz!5Y!p%)%#&0jUwd1fmzOlH`*_})MdagTgjs<<>!sg^A_u)7j
zmPKrfqWuKFYj0_mN*j~7K<ccGVSMux!`AS2?Bghk1_z~c&^6gbWm>Bw`-!oNRDKNF
zA{Qm0{PRK8__dElElQ$fVwv=>tK{&(HzS>%cm^8B#)>&>`9JYhp?aSU;ty28Nnk;@
zGE;w6=a%+dA3KJtptbB>+U08uB{(fXwnNkR*+^h&@nMw;z2b9KW5PlqbM4FPzLXc~
zqw@}=oo&r468+4tqwj^!UTyLUC#&)}Yb$)4SEafAc&0XW<Qd=dv(#OssuyefgwOfW
zza=0VkPKU-^lhL^OcQ)gF|o_RB626#KAz0%C|=>>+Zma``LaPE#?Up^Jl^z@;jQEC
z$|lDLetn-c9f=Mm4t33SQ)q{Eh`%s8dNT8>r-pMXZbDF;=P9CM`kCE7(p5=r#3$T1
zW6-0HsGi3xR83+O?Yn-Dv}l7%o7vA0!<;{Oz>czR>pQ**FBOBedX5jSXU#hbDv)wN
zu}HJU7n<_#?x9e#AfbvSzP;GBiAT^si<cEm5vG@_Tg53Ip`Su-J)ZrIB)ERvEUf!A
z__h62|0I!BZSCMd6Pf9A%``qI;GgZu>RqRXna1c-XPDpEdYb911{1Z(_;jbdZVls2
zPEJkBp2*YnTRahTjN1C(;UT0s7Z6ZA+H=w07zF%><+0)c`W!};p%=Mx3ZxoR2T5I%
zZ1q|oiw%&bjTZ_Vg`*(mkvHtONM7Jj;LhhxXUis8O{~2iNR9f9!|}5=ZA*})as4aV
z>-+NJ=JGdDVsjKbMa>g(r!Z-QR=1xt&%+%tHX~h+4O-kKdlT8}*_3M*nuvL--YU43
z<=In)DDiDN>*9ox+2Fvb|7(!<3$WwG>jxzp!Bg$E5z{GCnFE#W85vqN#|ryjBV~3D
z-@DS@<q9dC;q`tmC?egmZ!7UhyZ5{g6ojymrk(GSc$M^6?zn7AEQAh1v$kBNL*gFh
zzDBx2I&3Mq7EZj;a#&MR<%%wk+a4?1rP}?md+otO((L<tFPSC-78M-83v`yn<GLKt
z+LX7n`}nY^nI6*JLv>3>PoM3Oa<D=i(@*@|mC>%OxlCQ|oabEjuDhMT|C~fh9K`~c
zonE0Gr){F~ypiBZ=iRTRDQRvE%vCNeEX_j(XjtO}Vise=H)=!nB}>N?!Q582m`ouM
zwH7vnLj5-;Vuv<SP8=YJAs&;}r1DcC_50|i^<qsKiOv~3AJ#I4iY4tU<<bRw6pLsn
zs=uw0k@22R=yi6IWpy_l?mNqL=Ia^g42kKR^x#FF=MThFM^An;kjX3;zg?|&|C_d4
zFUlwi*@e=;=I|yC=lqs-<_N9wT9RFI%BLZp!kwtVDk?`w)WIlilS=wSr<ye8{LZ!i
zbh^5h?Y|zOJ{s*AS)Eb9!ZYs{J|k+CCEMOP`=&7=jMN3+){fW~QWhkE_e}G_@FG2H
zu_xbWxg<dg=C0DZ*V}&e+t**4nl`N3*)P(x@WKoW-^N|e5qgus`CT_tJ@mUlBfM)`
zNOLY3xY_<i02lOX6?u-4RkOh~Dd3Q!Ab4$kRj%uu5qejPr_fNN`sNJNJN6j;!)vLt
zm5lm8egq53MAYW1Ed8dd7c4IzC>I81zD%2QqjAJ<YOia-CGWPqTd#<_P2SFW<66B^
z=q`OgHBxs`FSb~pHrfc!iSVYy6KC1l*yH{(Xb%)wPls3D)yl@QF#1r)B3UTd$DeSL
z>bzAW^hz4{05OwL*M{Lzdm|Ea<yB8+y5V6&%Aowp73)V)marA2l-&LIr;61#8(03m
z&KCAn%73$H@IQUw0$Vc33atAB{<NJ3Shf3Ktr%qEgl&BSTTKWp`JYw{g4zFXRt!Ry
zh5ip#3<CSGz`nrvFIEhKIk?%ley$i~1GDn-{AJ0YntHiIy7SJKPxaKApsag-yj`4v
zRGSQW9FY_y1_c~^UcVGP3UxU31B{ltSpkMh4L&4c(ePR9E_|UVo%pV}=>%kv6EEK-
zaR+9xFSmD@I8aTM_G}>;JzVL&*twoQzMlCaSg2!B$S13w&gW`J{@})gJA$7@e5O8r
zgpbKAB5fQEpc$=jY3bAqhHDFvE!jBo=3D~)uBOHQ#`D{WZcMdqQe#(Oe=ACVhwkzv
z?)y=L7HV)g4<{zHwVx%|C!zIC`X|tAJu=d_kDB*aWXn3Tt}RuJbjLim*PE`+q0!F>
zzbIK6t<aq@J4N#&8K@6W$iQJ5tza7W8GZNY>XyI3$Z&NH{|nn51lG}aM<wdEdVU$F
zPtZDf><5V&;iO`X@N#y2rQkwIgm3ppe{~#bWxb?|&L9kF#(J_ct7%I7?emRO%*|b1
z$2b&LgvTeSG#~I<XMNv3KoEG)6$8hWbcg-cGY*leKmo#9<|8&;_~Xy<Wq55&WrANn
zq4~mRE};5;!J-QqlM*HypEcP=xYa@mhhu}pBo|!WjKs8yo>xClyd88t8?p#Y{Wz-K
zo(#B55Tj9R)eld9VpA13!%VCye8;^>BrB9D%=H0bju;DC>vUM%9p76G$Fsa?sxheh
zgAKPwKi_*C%2S<bxb6EGlqD{iS_Ns0;2A)Dbc4~5>7bGHgn%vHb1umN>}Ilgla3sv
zbuNu>)<i|lyg%PV&qiibunInSR$Z4xw&?=rf_X07Qev~VEU^K^f`P^>u8#?NTH9(D
zEqM1FZq-2uONsKGV_J&?<Hwt&4ViN+E@Czaav>f(d(Wg9zF`Q<T#&5iY^-^1%i}*Q
zvTYnIc|wBmFpAhe&;j3U-x~kPozNia_+(SI>eP#%bxTIUM!}A)h3R>eYt)Vj<Yc;R
zyT^n_O)RsnJfb%@g)@iZi==5iV!RXoKgP~ENS3b6_NQ&zwr$(CZQG}9>$Gj#cAvIw
z+s5tpoB8gYiHRFA|EyhmXVk99im1$rC!h6OQ8V<PLB7KkFIulPFARNnIN`o18947$
z?7bkVeVi-5>pyX!dwE~j+_Am@zadJ(#Yq!f?|>l^5$+&V=AAXgI!=HdEZ%%<S>4#4
z5%nhI4r_Mxj<=C)k(w#Bl4hB>3Z6xK@IFm0f>-EfU7=Tc@GRx?*$Py+Vd(lZR^B^q
zv|e}`@GkrqHN>m?6;u;x4tVc;?u_oF?!>f7Mk%sni&fYy$#jAp+k>~Ht_Nmg^*JTC
z3wnzD^8F5hX|t$yRUPH*4Q%7M#(hR3J9F@+<#x_rg1w<xl<>7FCy-pBrXlH|$WRU=
zR7Fzvhz@DSqs#T8OkzK2A!nb=**SkVR|raJh9<aUXA5_1hjPAPNIq=a4-?r#Hti7V
zBKCTu#$zf<na2MeOD>Gw5M)jC8WlQFxFdcAsQ$IgpUnP@UsZT-4rNn-b!z%UX$(F6
z<rCd46g#Vs*_L(hAYco~7N|9<(^u8Y;_P(Z7EQj|(Z;iZa3ymE{EWaBq1kY6@qy`!
z^G)9qxjpi&*eczMI-l4d*<X7jwHswGDu6;O5<w{E&}7)M_beG)FRW41sq>n0$ETu0
z9BjNl!DGKAl+_A0e}Zed%ND0lDNe$T?r<ouFu=Wm@(qEajr?e+f62~9<#Hzxr9|*^
z1Giw~03SLSsTC05cqsn>7ap}c0sn^V0^TB>92~peQw8TM&~-=cnsxOI!zETSz@sUF
zIx)hIgB!Jd`E~i}*&3@Yq&m=GoFq-i7Oz+ju$9khi@OSbSVu-7w_ps)0l^N`nr0VV
zv4h832;KEKGCShI^NsT$7kKl_@`1xWhZ{%_k>Cl!lMS{@0m?ItYi5fL;NDZFb((d@
z*Et_dqnaJ?Jq(b?x6BZ-2UfNp?WWHD7mX#Q=N!^3?3cqAT-}^H?G^ooNiEj14wrTW
z*AY--!hpJI5tT!U)l4e#PIYx?@C+nd-f{;QY77r*2aBsvC6aGUr(Oc~9m(kc4nr9B
z;SFW6%?<5p#QV*hU+0vaSAG>ev>!2Sf&`>JUlimr#CkAKKksg6|9J!i`DOGCx#q+5
zY&uJ80LhKi3z4^|aw!(s0YAc&8{t$JLdrb68+tJUn)7ZpPN=W9r6Ea0U8<J6XY8&o
zZ<N<Q@mo06Zm4~fyx|B6P2a7`iX6?j2ZG|YFwB-DXl*e{mn-WB#Ig-Ok_B4~nStC-
zh&ARg$0sPSu*JxM$6>BsDIrvC&Ge3=`4EC+ZuUa~=#vnJ=Mv==8u>LeVZU;MY_?#x
z=|&!?crfEGT#%rwv#T}X<qqsV2GYPAFLzhME@C~RnZck-lz;MqfP*vb)UHhbt-)Og
zcVwuAmNiogYdf|t>~yXy@fRma_LQPYpfbZ@!rfTnIB5zh8VaiP=rmSN2GYb7Cfbde
z>C0RfuA8Q%Wc}aM+V#p5;syz3%m>aY(JDns;Oqim$8sN*$?V!5j)`}l`I6)M`Wg@_
z&8Z4=Sg+dhBf<3A5)IOOZE*^M!?~Wkq`jm$4oO1K@jPy}5v9xfAibJ9574oGj_5x<
z4dZBcL1Kp=)EqrJQ|AoVkA#6GYqPqC5Q(O8F0DuHPg`e4lo!={6=_EqOT}Z8{=U(u
z4Vn|dm)+IAhB<-<&`oM`XC=9F`-T0qdMYj}rxk`w;7)0aG*!EA9MOv^W4d<aY-G~K
zG`BRcfp(TF=t&a#>D<!l3^bKVp|{Spi@mCHepB|>IDv%Jwy<ZKK2<botRZbF@K^)L
zgANt_Pc9=kdT4b{_l?7o$1S8zU5hcWa8yrEwogH!$IRK=XC~M3;P3pp=^FDJT7g2_
z{(_ZR$9=OW#qvgftosRgtVyg@ZXcUo%Qa-~7qe^E*cO+!yj+;dhZnIz+SuHQXj7Sy
zu>jPXN?P(}k73k^-vwz@C_Yh7vb+X<E8VfvS&vPgqRBY)Jz+(KN6Gs67GG*-WG0Sj
zRJ&erj3KfTZ9_AM)tZHana!OHu*ewKG>6Z07!xM!A`y<F*os6u2QAL0dkslcX5WSe
zOV1vkep2OvyomC()fST|6pSK&LsI{}ILItBcwhBqM~5~uV?t7p70TMfE*U-C+sHfz
zwFs|~dcYUF72p|fCSj(48@hgE1hK<O(q};J=W)W^H-V#;jrpB~1|4j{WQD=IZkRQ#
z={eP$X=L}5M{*5>`k*yH`Q3(BU@lc|n}bZ+>^HN4YFCqWT#?mKJFB$0o*8FjGXPTL
z{yykr6Ryqv^W;BO8i^x)VywzMNiCbmG+0#U&-5T(u=PTf0c^BlHGXz_?Fu)~7pz6+
zmfazSa`}`IW>l83Hsf154a47?!kys5F|;JQKUvkO1Fv_!n(MW-Eox2zS}>fsTU(ep
zCB-dmEhh9!4J*e8K3zi2Xq$`cDx2P_d4Y96T8RTJZb9}4m&S;gRKaDRy!9rsJ;Kcs
zS}W|tdord{LPkM|oK+r{<VjG{c;ghatMoEKbUh!AS>(&wH$m#r-RRRBj@)!8=;RS`
zp(QZn-Gy|4zfJgazJa`*7(W;9G7gi`)%1L-dkhoeN1ft?1;e>xUk}5%x4`Lf!;h0^
zgs%i7`zthZ4(5fkf9HfCdO(7<6T~0aeoYByk9_bG*7SaKgmX`Y4&M~s>KDevmH|7#
zpbIn-WP@b6%bgCs?16FzYD_XySM_sywdnhVN;BYUQ5tZN!c7ddn~ZKpAJbAb5!ecy
zo!@LyZZoJ7h(t=S6U;Z_JOBM`BAjdrQ!`LL>dQ|3!kY+wY!|#@m}0||!cjLY@VdF0
zr<rdi5!Ll?@^FO1ZM$~$sK!+fC}LSzqnS=oi1iy*ip$a4voN>2pE%Q=UG))C%P`YC
zF0Y<aq1nXAq8j$1Or?9CxKv-->RMxJv2j^1KVQ=vnXas<$YSMEZ!0e_@wi%;I;?8I
z{A#1*xIR^nE^&A+Pg!cV(o)s=N!xv^8t~#&b#Je;`HG0SYF3@@yh^!ZHP)R?Uv3+p
z52vZ%mf~ElJked8ZT9^5&Tls}EL95iUtxw$3pl3WLknz^9js!v44i0z2I<yT{o)(B
z_e(tc*7~XN>*1sR*7H$f-rAl~Dm%^&>;gY2ytx!O5!&J3%f^yFgDMmlG>wcRYS!<Q
zw?=15ggkuPc!%_ab(l6p*9lvk7CmY>GXpCu2gE>=joI&nV2ml<o0OFD@0bg=_5eqY
z3fIQzXAQyurz0e{7o6^Y2WJ3|S)b&=D047^lQR+<mV|m{ZfAwq7K1kg$DaDK(EdAr
zW04;+qTyr5Uu87lCwC-y)E%lV>KzHr1MY<ogAYCvevR|93#^m-kZA5k;sz4JERCvV
z>xcmm;2|ym5y8&z79J+N$tpLuzBFYVrO1_UsaP)jk!c@2;E?ULXmf`@p@$8zTL5+c
z8bEX&zwlcX`)L(>d=<MfUU#^53OxGfl0Pxl`PWj|Eb;v&`WRh=8K|(B0FUIZC%!gT
z3!wMT@ZVR+&i>Xmk}xF%x+6^ix@jd$`Unsnc3qGJwH+N6s0=C&EL&$bwV}3~r@ql8
zVdz_jCE;Ncw4I0&2iUa1(bL<z!z1NPM#Y^c>;qzr7cI~QP1YV7gjr4dKkI`OeF4fm
z;wElba88&Dm7=;51HU!(YP%FiSauk(<f&~li3BKW;<z*s`eG<$v{_OCS*<%lq(G?l
zFll9mJ6g$dL2uo_J}9ns12?)Dmw76cuze*r8jGP%U_b_vEo~v2L)tpz0o=v{?eK2o
z1}my_u)toykxe=QoUn`wu7|YgEUVC179-Qoh9n;I9|7FBnm1yYJvKN`_LllxgK++s
znVLlB@`oNs54Q#oOpS5K)9(o&lk{mW|6c1gJqr7iXv{eBdrDs3;g43dYd7Y5QtK5!
zM?vmAeku(eiCJ&_1bRE6d37j<mp03&xe+DDL{TpOAAQBP#;`@4YG<P~jCw5aPYj;%
zAmQyoJ0_Qg8ac)<55S)6-fz^AIs;GUZi*8u=vd|A8MxX8k%yLAAg3hU!kXM?xB2H2
z{0tDER9FF!JtK8n5$>Q?_*?(5XO(As9Blp|CqL%=mb#%iHNw75;o+>b(Un9bjE1UQ
z#>8%Ey#VBkJ+&|<_#WX<0-W2(Fr2W^+pkZ`y<-aoY0*wPe?MV32BZ?YnNNCzTmHe`
zV)z(xj5RC;`iDU9L8(WNE1?Il2Mv3I(`O=Iw52QD8?)AEusS}$oZ`)R<(4)@p&b0^
z17yU<K8BD!>71yfdf8?%SdR@MXRb|J4#^^E3bnPdL$jmfqw53iv}|p;GP9Br#X`3{
zpj82f@427$aS%9>bAdSc=J|CZZ;Mt(=;gsBkvy<%AIEBpZ5>D08=7n@9*Sei6Vg(l
z+?5f}Aef(@3!Bkkb5^xbE5a@pINKP@Cb$*+Qa;<MU<~cS$&aKJKykFk{UgRPv>p#E
z;86t_9O?1@h)Im;fw|~ElESg#oe^K4aa1Z6<9YCpq!r+DoW=hmCjVX$5`=}|AU=pQ
z{*NI}DB+*kKf_%-5#B$dcQh&%<9+atr2Tv420s*xgL`y0{vQ#5{Yj@c{zu{lh@8Sk
z2?#^Ou=6MWH4r+6F@}<#o529?qYK0!9Q-3`M!+1RasP<%f3CDQ=WuDh8X0p$P>aPM
zmQFY#Ys3)#RWRnDY`_*tDHwHRu6wZ6Ku4Z5<>?0v!UZ1Yis~E~{YMzDYpr#y;L+{S
zIr>KtL}O|veuUmJD4vMg=|`fl4blqWINsv^5#t!%gA<{DB=Ki5pcB~3{^e5ek*XqO
zM;cAZZDj#BmT(LDB0PM)`zOjSz!$?0%ys-lv{hvIJXd+xs*ld-LT-3-M>RgIV?o_Q
z2u(h;7CaBh0IXj(2n`|0@e2H(OQa@s(Y>fimSd=6&7DY5tr|yup{PifVW?rvo=9-5
z8bf|=_PB9*>L+<S>I!KO+s?ZZFt_lH4#6>{IYNw9kZ&`(5&}(vbV0UU!&toaogwRL
zhD@_bq9jXK(oKEIJwL@zc%rDpan2rZi2NCxw7|6U@|WDjRanm;k2vg*LJG3*2ZSJB
zzif~eyd(l7ydwf5!iJ*`>l~ZpX*ew$0Wf?gI4&#jiZwcZx(ua7*xA^WKi;{(<S;~(
zP<LQFKW~1YcrNTLRD7?YTT%K&=&#6#(fiUiGlc8t)>xza=lzqmuy_3YO$0ZD{9<u^
z?tCgj|K-hOPe!~AZX+A<9gkMqkYmves5ooc!K`3%bch!W7gpG$@G6Z$gczbJX?v4F
zu{)8CM1&%-4U;HM5P)L${NLIho`8S@8^2^v<_YFTktEJ>UAE7^fLFhR0z~fJmzhS1
zI1@O;QN=Nz^EO7}Tjy}f7U(^>@!pWwCvNVqveH^Q@P@j@k9?m8u5Pb79Klr7eaNQX
zT|L6W-chIVeN-hKpIh%YH`_)wD>j)nX|CF?ilr-KTWg&04CjO3EefZv+?I_(ne0*0
z5T1+D0`HKmHrQH8+<JA6I0g@(koG@Qj&KbTe+RsraFB0bObD3n-%EjoON^^#E8D8+
z=4F;=Rz6V7CtHjw7m1jthEoPgmduqZQwB$<DWH^62i74_jCPx;Bj1_9fJ|?7W};De
zHOQd>$5Q6!yL&;BIW#r8ZYe8b;pzf5Me^*<-+KoNGnpBv-^h>{IMFPyO2f!OFTqk8
zISmx`t<~0lMGX52UO^hz{ISI#o|$16H>|W&VtglElhdEi8WZ9VbDGb}gJ-v1R$-@{
zP?9!bQQ5w+l<f@E<BPd(DBA_IJZ1@bE)3}hp+=H|Sq!l=)sqe_jX$fX2r2c?li!Em
z7KvVT(%{)vK@qIqXT;EK02ssXg-<9e4hW6U<4YSKl^1j1<f|vjN+l?qKk1{Je`WDZ
ziy@1u{{B<aUcS8_Z@~x<GsZl^xXX>%h<;FY_WW)_nG?#)NI7?MKZ^7>fy=QYo_Lui
z5kBhtAZ9}tmpb#AMZz?o@C93<jvH01yVzmGf_i^yPJNg_=Em=(Q3fW#AHr&>r=M4l
z?Y(>*K7Bx|#>y?o3)PGJ^L&}OTlPHzjn2ZXwTPy3cv%%i_qyWlLC*aUD_zfE63JWT
z^G4D|$mp9&QA@=*fH`k%SrG-Zl-#beQ@?V3I(kw43nnYMVG46q9VK~tMtdxsYDGQS
zx>Ax=HCUM-R%NsAqPx3J4@605zB+0jpnNeGhK<ZiNXf=<8QFA3D6uQ%aSY5Ize4~E
zI@qPV%zy{bYP@Qq%J`>Fpq}XeSxhi{pw73N;r;tUmN{JA=1wNKAs<9k8H+Ys3F~P}
zYh_fLgu2PQVM?_@%+{6PMGWOjzfB8N`dF#|%+9;L=TxJ?bkg!k6G<CJ9&0LF4U0A{
zkV%2kq4cO6ekqzyYsA4(r$<wV2OVp87+*HPxnWnGRy=@QKq9b(mgG|Dfr6rg(iyH*
z5sDLTAEFxo;M&32hFGqfcfJYeH0|PRjwenHd&FJGgnjQ0bq5@%Xms4(6kDoTd%}8p
zBfF!kk*<NRrAFDm>D|q+$cv0ilE{OL;{>*vmkNBsHB^3uorZM_DLzTrV}~~d0#vAP
zQ8;CJ8!96c<&C4STK1t`^Q!y3QgH9F0x2t(bg!U><8L!*A2C~XeA-^tpwzLh9-lhk
zQN}Hae!smGgwnGDq6#^fMQ{=@Al@N=!9f9VCS@>u(FVaD7z+dv7<<6p>0RC3>R#EM
zhS8zCzsD_fH|c?wjII)C_YLuHCS2Q>DB@nVo!w9eYIS(7KCB=E`rlwz$(A+C*0UFc
zUP)dH9nf^8dMXvDe*~N3to*&w$~Kp-G>=r1XBkDp+lBc8r{t9@tR6ZR_)2Ohd<(zg
zzjWSyOa*5x52UlZ4)S11TE(lX2P<WB9nl`5mPxh78xVqLb)4BZ)y{tzs^;I1{>I?T
zdM=$<-#(0M6v#7RYLDp)@>&EGlPc=BqzM=Gr^1rfH4bK1%Tr3{PpYcRD{2}de)?+O
zJUy;A*Z90=out0dR<;zOE}{&_(|^o#pX8h0e}Roc*C%p!fBVN$VO2-(-6tro)@I5J
z>Xi@f-$)=g;hE%yfF!(OdJ^dZaEu$Vv(}2^_v3e+fh23<=PC^dIA0)Nhsh-9{@R-K
zdZC}bmz@Ntk9_d&j4Qs=kcKP$9dV~5Q(%I0mp69KLXk8?f>9Kl$>+HjuUC!F{LOy7
zu8Z^6{gTxce_D`+cpticN2g4`;gN-^i^0SSa&wG_=%W7O7#94U=9<IzTzQrHKz2RL
z^=xP$oa~7>W4Q{=C0!ta;PmW4c+PHKsVjR06e2n5s<4wdeK07ykx2s|9fF5$FUrBB
zG!3xw$PM(tV6!&n%$fCe1@xKq$K#~?9BJFflh3W1D!`~Mu+H$V=?I;<dc5FFnMbaj
zQAS+@K{*^i75kS?RhvUn`iM~pqqgN^J}5$aHK<&AJgG@l`{22VO3LOoN-&Kh7!|d4
z+mg!W1yIj(n40iRZL-b#vb>F?=}KjpZR$_AG8T?h_fs-f%tqtI<RhFYpZ9*rEZrEX
z-Frl|j+)=d8^E%|>%{QVQKk%6^-8PvU#W^jI2%t2&jcUDHo!wo>Wd&{LP-tEKruDT
zYSw9c-b%lXo7`8Pz%^@0MlTuOds3$I#1j_ItSxIsm^t1t(-|#j&@K%lgYP*BLT#Sa
z7*HpFc)d82Kb6ZcbHNE)Rb%t=Fi0(?CBfn9R&^*I)UT*x{TiTS4GBZWj*%XOlSov9
zobgB)WuwEAjF>Q;3c`7KO-N(17ql$~aqc7yzBC-p$YH=-`gEQ^W@{Nj2XjGb3@F%Q
zDx(;twtMQe7A733z|$6m79^DV4fMR`tr8yy93?0kL};Z%aY0`K8j9+_O2Ia)Fx22f
zui7=D&uz`y@?KwDJq<7T9IG|G<8E-)^Z8-{+6Y_}j+-wt*!1>`^hA1I2<bfUHjl48
zUwJmLQVRwfW)m)V0te;}Dw?d6GgRO>-5@%Yr_rB?VKAODV98)IVu(+x1jEZDwavV;
zy9scc$l>}CjE}?T3{Vq!#+cK>>0v~YI_FE>yzV;}{sJFuYUGh7yp?hmAKeHlvDK!+
z_Xj0k9o@^*Bvc|*{1)wCy;RSNInhpwF)}q9-hN3_DyToqwiE;)<%Vt07FVZUqeA$o
z_s>_Js5i(53g`#Ks>@8w2w)SHv&1Y8wngT`h4MrB{20B??;%_Lt~*~glB>*N>gcL4
zkVWI8tIF%PyWpBtvitOUAclxvAL}Z7+)0bI>+#!MvdLJn`=$lk!7(q=Y_$P*kJ=?e
zml46NlHv-_DNUoLp1GR+l7DZ1(y1D*AkmbCu(iofIkKQ?bkUUkt6Is!|Nfh3x{IG;
zH`$%0w_}$-J7K47mKwtxM~poc7Y;^85Yn8K>aSUrC1&Dg5<6uEEJw$ae!`fQioE4>
z`eae66I~UL4^#M;2FDxH7X;ylp^URB^QlRKT+KHiiYwpLr_=5)bOMYe$uvlVQO1KE
zT9i@7T^#>(nKaKpfP^9GhbB?^RY0%R!W(@xt4MoCH*r=sOJ7STOEpWm@;FLNo<X43
zl}r3h&NxPcEsa=CRbDA=4^HwNxWfx`rqshRGc4vRVwqslnvto_P(V1aoau1bq96+L
zo##zCUm0kp<!g<Por?-RuhX%vWtk33Plp`)-lNaUt;s+f(({#?m(+sEeKfVDmUEWU
zNNnwC_-ZkT3Szx%&YWqqvqhaV+(*|YMFHUSF(+jR%BIb$J+|6;{{u<PV8kro+UeO!
z^F8Rt#>l6c%cK(7#TBPpm4zvbi;}rP_(ZNL9KA&wl@X+K3OciZ5gGN1CQq4z&lBpe
zsT1q3!)d;6OGsBPq9+8t?3@6v^52z7Yss`K5pkAIlhWDQj70a#d+($!;SIwcZGL4=
zY2U2hJX2meTslHyd@fz-l}h9fsu}$jP~`QM1jm}5Ses?;y0=KdS3~)3BI)T0^nFPM
z({Ta&k&J~84lj<ys4k|NW4RbCW!6wfSWzOWg^1!PN&{tjg?D9T9EI@2l`MNj$^G6n
zNrvS&l4FG3*wut|q7Kvdl3BWm0}oL)jKiiFL?W<?;t3)dtbH}(im~&d8|^rpXG`(u
zSE^(BRC8@-5#kC=miyJ-8=JuzTOzJ^-B}B(XscY8nVT9b3TgHM74~E`*f!}jtXZ(b
zQX{LYToJR#kgm|PWyL!VOk8OJpOBnYc?=1ulByx1`@saG{A}5onhSBW=>i!6d87xu
zHoX{wt&*y&3{X%>xk&s#`_!x*Xp@w={CKByw3L15h0IqF;0-)fPB7{!iqdO_eQYt<
zn3abKOa*=m5t6oVN-}adx;H00eBG7Z4bA@ADt9AMbHn9-%b`SQK0jZ?uAnx*1f6eU
zWKxTgI8|6!;%T6+D`mzW3Mb04v3&-#cfgb6bme#GCe4M)Cd8~t`K|2xd!(E&qY0cw
zmuxTS-BxTJH+H<^cuU{IUyw#>2HmjnsCZR<G9T(5okZpa3&WSvj?$Vj#l)BMlw=uG
z*CcT^G!3d88tgM}U5{<=Y1iXCdSq<knv%2!Z|+T{;`8LEEi)}d7)7TG`S{&ua$zS)
zX~e}L5$6PUT^AMs0u)GDJuW2sEyL079;geRmoUQmk}DrHGpmQkYkVB$D`$7gX7N4u
zm1IT~tc*$m1O{)by6!5`Qb@EEDanzKKj`@g-pB?L+G8?UwUv4nB&qw9YW%Q2k?Nwm
zKL9=p^>qg}y<quVMa;I~^hkXJMj*#FhW0i=lXN04Y83T5lB{4U1k>X@{B8V+lJ4T}
z3?7dyUDPz?FtY|xPDwQ)Gnv{bH>ItT?+u#P`me|WmWC#lb5$^-N+F|p{^mX-J)KUO
z11~o-Cy;uoOf3xGIZ<hQw0kd|sK18Z$=0A(p_@nzB+FPOJ>W#Z%7l89*_0I!iOeG3
zc}5~ZF&jw-A#@D+ZfVRTewNq!?Ly7g<kN}S5==2T=`OaX&|sxD+4^2Yz(c^JFu))C
zD09y@9oM7C@jdn<aoKkzw{HDfivUp^eGcJ|@}XTc|BI{2m+!~FL31&Ot&Fz-*RD(n
zl_pE4vS5BT=X(B3_0-{8?xFG=bM)uR>Cnv6CxT&!a+kJF5>zRE_AUQ0EV*HPDNdEZ
zC=iFCOKA=R=Er2*;E#!I+HY$<bwH?S4l0^>Mv>s)sfrEew7(KhXfzf^TNLY)iRiEv
zIbrHbb<kuAhU6Ba3Za`|7LBE#yO!TL)re!^ojzNU@Gwk>?A}iVoHm&8N1+bLH)&In
z2G%08sGpz+<2KlKwC@9@!#0?5c;yj(f*qoezF`bMo@2KfJtmVxM2$#q))=%G6dFan
zBP;Lbw<ePat*R&0!MXkk`#qt|-3=&2k+FUt=E~2DU=lqHA@?AVz={9?ZV#xmcRdIh
zfqv-?q#HCQEU+mmFbfH5IC2!%Hxh>=?@qS25*eJqyCZT2s$t@*l$0_kpp8eUYHB(%
zW7{nvIc~payIItL*&I>0?M4?)jc(h4MvID7ngM^T9id&B+P++6`Tj)fEh0~8g6<K5
z(ib$G1xqG{$W>EDVhjOh;ySw!)TZ%LlE_8|nngwtbL2te#`r%l*XZifMmeZ*^>on^
zsL}1Uf+{8DY7XTNhS?VJ;pw0dbf+*9zLpxmKFtPLO$-_G=MmPj?~g)_M7ZOi49Es-
zi%c@^<eagAKrIj<L`L8!FO*dDdx<wg62TMadq?u)x_z4FkGq#k$L^IEyDZB!PjVTK
z61P}(!gAch@8@>w>~#BLhO3!t+u0ue83fm#C)nK@ydw9b))u#G3zKCFmGf>gtuot8
z{?G7uj}EVeaj1@nX`&?#YUn~K@<#!cAf@G2Q8^jBa*T3IXltagR1;;3YO9tbDu<a1
z(W@+OyKO~_r%kJzKE3)4T27Cg9no&awKzAOoj}GyY=4Z2FlNs7+_hc3fnFH*-31lA
ziAt-+?si+m^<hVBpy`cg4jBEdsw6{|;<Jh#JFq8COS5ECt=54V0d!_^3;p|{YgW_z
zrrt9pU+^51u@i-0ocT@+)P{Q4GI@XmvNO5efs=_c=s*KqIWSGpLKurAjr&mB_luM3
zw;5g4IT=$;Xkc6q^0os=JM<fJc-|vsgGr!QbT3#mpcjt&1{hB}TVFvH%Or7H^hGR8
z6MR2!xY%e&4~Fob;SZCl1K0EYUO&^cGEz62in=bB(tCxi(wABL+!hO_d3r8w@=2<%
zxBZUhgutq4@!J3L+xZ-I$Z>x;Z@Vd|KkILx3ij9rh9NT}vQZdCAea192e#ws!ZayX
zf}q#TE!iM~W{4xlG6yxt85r}59VMGYjp{6|e`!YR6{T=vh<Gg$7n541e&7tGWGggo
z&K~FL#3aJLl?Af*?zL!`v;;T$s5;I`R?2#bXx~t&foM!bWP>}EAd#$or$&|nC6(#G
zGAJL0SA;;wa7Js+CPg0X%l6eDtkQ&P;Z{gRXWvY;6`G0|JOtV6Uj*XJcQjjLb!5n{
zG}X4AJ*^M(_K6hOY)4|<a!l0QiCTs7M>AE>TTl}J+{vFx2hI#S8GXu8H_l8SL0#}v
z!7~LR0H-llKkvw+@Xe5hqN&M~IzuRLCz5PtGZY57RKi_+x?&(byc`2YRgvM6RO_q)
z!|^wyGG~!~niR;qA12h8JigVg^Fq3_cRLB-Yp<zU`SNsgc?8wbQDY!;AOp0_QCY!#
z)CqQs*`b-(`TQH00LZ@Gm?WZf(DBsRZ%klfnsE7V;jbQkrEvpmjBW-Q<(VyNps?y7
zs1;H=BEOcKH<hm`9L{^Rc2;_v9aUym;%LZGxKg;CWvg-5K$+o8VvaHLtLm!quy+1=
z^i3g@ax6kt(Qgy8MNZPyJ(V=6rq5UKG>ILh5=o?p%S_mVGnda4owZ|?fQrnJDMSip
z61O5QpjypI4{*t%DC7t()Zgru?&0gr4+H1t=T%=sftDg+zy6f~S|}Oh7!<{?z@P3c
zp`g1XzVrFZ47wGF2LKi@o8K27bq8q5!H=8|3!AK)YWUfYW6L@4#8j@v8ZyPtCMMrH
z0j0pqu7`YDMc~L%f_}`(#Gytf#`ltSl^f`I;@(P1N3OMMKnicP#^Y|BMJ`6jO9o~l
zZG)HBldvkku%3s_GvImqQ+nXz6(+K}($kz;7>$Rw+xu+^EI(<9yPdwobbr9eOy10`
z0Vj&Hp$~Q}Pr9CrM!BitMIbx3d5}^i`PN85esq1Ykog3KvkG;9PV$2_u7xTN-Sy69
zU8Ugh99p{Dv+HW3dNDrnq>XN)slM>b_NPLYoD;dxiDs>&A>QioD*qrnoLP^tDZuP&
zaGoI(yU=E_=469(&L)~~yY;=&ZE=ZZXYA!dJ8T@gBl(El$44&n9hNEYlk$+3{7vx*
zUNa%vS5{2mATS50HF}HhBYqoqCa{_NX7gsX%XZe{LKcJ+5&N)5yEuJHhg?(Yn~$_q
zYO7|g>_EB-+2l$}2vyUVM4>Y|rZdL8x)Tf~c$HjoI9++?IOXZ=655KqKLZOU_lJv2
zMndH1<rx1-WGcra`#O7_>uDuNLgArF?ke1ONs1e;Qr+SElS-AFfBqUjV(UbX@6+ia
zIl68$_IhjcdF5);x=X9z?<<%?7vb<mtoS||sf=9y5n;8oUW#&(_R!?aw0ODX7okQM
zf8CBYwXf!@NIm3ptQ2f}GWAo6wPuw$^GX+`8rtw`F?C?y37QDU%aW@AT+D%VRalMF
zVdbo&a-sXjh2y^1wuax|soJ85qT`V*bgf*{)%06W|CWwlP(3}mkE;3PAAO5LL88;p
zEVdOwDC<|6?Jp_oDb(u$<yCgkU$mU4JUBirre7-~8#BEP+c+za2e8belfSgfI-fS@
zTERf_S>rtV6%C?$57V$<E<<RUY80?sY;iV=BTvnPt7XMp0-dXpij?zxoRsr0z$_KA
zYOWOTEtf&>e=Lf|Tl!m8yp~6kgf9?eH92#*b7JHU>69VjlH9eL9@!i@wvJN~p{nE%
zjaT&nt>mhLHY>cbpM;hMMm@#)hT>nEIH|(iql$mT@fuDnmX%pTX?q?L#+>fmzXO+*
zQNCTg53^5l9HL*%rwOYWGP<c@sH7otDD~M^ec;mY>bcQd`LwDU7t~8%bA3l|l&-<L
zryon^Q8eCO-&j9C*T5z_=0csvC3BJ#4)s#D&bF<$tlMZlm!MtBdNdUZvdU_hmfTB<
zspgpgzZ7-qTG+c*)H3sw&4Clw&S$`!Pft&IO+?$18Z_Oy4nfadG_2}d)Y(k=47>Qe
z^xk-Lx<joSws+mx-_tJaWBRX}By{!SWh5QY+H4MdppBqZw%#Ue(wLPT3sFtlSHvL4
zVsu-0Ll1tK1=tCRN0Vsb>S1cDL1rlo34_xlO}NuVJCA|V2WB(t<9fu1xIsR3hQ1{1
zkhl6$l&bLg_^f+!bhk_HSmL8wlAISM;UOy&*LTJ94icU?ILDfUNZqEH&08YcEE1AY
zfj^xh#%6gICU@|KBfeAl;@A4vC2+%{pmU7s9>%>{2y|RJjvA7~6D*#J3A%}2abMjJ
zctt(Q)i=fG58T%Q!kLi4)P^{<$EtCIMWVDNW~dC*MSH7YcOy5R{cMT2jtTbs!qhDL
zAQ=jzt8oeN7N|GI2!07A))1@^9nC0fBp1uH1|_a#t&O8o-R!GH6V%=YJ)#|2U#$b{
z#~s8ETcT)XZbRD4buY;mOfetWaP@m-`g_hs&(x$*?ndOkQtIJyN{QYof5W;+%bJcL
z_u0Mkuz6Q&=;k$?O{lSElk<YUR%&Ph2kE{9?Vmc>L+acYKxR&Ey8C4L2z)^r_M$V*
zdaCsCe&2=v?fkKO7p0+|N1ZsSRr*~AK5t>7eNHr%)-i1-?vc?2W6JrwU7?RbO=a=X
zl1v*l{jn^ec5i*2(a|E4PCILUovWmfGF#emoyIcI|HghL@@%=$;YQL;t>^x|j3ATZ
zkYG?uV64npwX<WbTAPtbJ!o5uy0^0+8LfD%zsDNTHI3WsG#M6hnTb=QgFt0K>-4Mg
z!Yy<&L7+tC*y8S&9dG1;p3%)5JJ@kc#<3O^H5auPjdnxPNd2bcg5w<FZ;{4YJ?$IR
zlJmFjhCX4NR^-n?;|C-m{cxBDxHPl9ZH6JGyDA&yuPmYjT(cfia_Nn=ba35S>U!x*
zX>(uXvN1Jn^-PQW^N=S0q+aQfy=(2}YUzsZSJS<{PomintpJL#YZJ7ovTS=k4#vA9
zrP*}_Ubp<zw2^lPUU%twJzGsvPyU?+$ddfblnhIYs#9Q<@!8Js<u!hzrk!A9yCUBT
zls|#YD+lBRzAm3&3IUofwA}LXiIn+oPr1ClgC8=^GsxdT`y(Qr`+sRE3^Z(?3I}kO
zFWREmH=U@8YsN{ZaPHCcnvMb1&|IP#WvaEDGNJt*bw6?*Q$Lg}emK>1qw@zAo+zK0
zS~qkhc*96FU(Li}e|&RqsGO3f%WxGseoVlp5R=jAiEFNxp=)q1(Qh@-S}=8yr-to+
zXn!tZ|BK-}dhn~oV6SFcW6#ejq7@$b`*Yj>@T)k}7yyesv)ZnJPMDmhCm+(1HjCHD
z^wQ*)%cIlLRNyNVt=-4<$fur{`%Cc0QJS}Gb$DK-tmjI`XQ=0k7r@75Vh|#TzF%M;
zfb5HEoA<fWpWdQvNrhl}pwxcnKLAX5sI-Yz=ef8?z1n|5Uteo~(T0k8Oz}4d{wnu#
zeCWyJf*><OQzriE&kOkcyA3?U_<{$}gNcgIo%UM;q7`uW?i&UkwfFNF=o@VGHPwJ+
zLcG_Tnhn3Y(5si=`1{xM4(BxwUQ$^t?)kOopUB!|fK<qgcsjh-4fSrNlqUX`$Ixe7
zbz|!9ig66JsYE~W)bIW;D(__;Jzoz~Y2aiOi$yb+d%dI;#^C>HPGI{l>4E<f<ooYF
ze8&HpC}yPp`&Y5-6KIG6eJQ}NK577@|GDkI!u<X>o`?UM-Ssat@qh4<S$`1DG)zBU
z2gaWiS9}I~dX|4Pl39Py+COaM|Kue9bL78*lK*4=e@V$dJN$oq4@^HfbpJ{QH2I+`
z|0|R6zmbvum230=0QCP`GBV?j&*7i9{(pTA|NcUMEFAw0h0JZ`uDsY}b?sz2#m!_!
zIwoz(IF@Og0AU>9PYe&pz~KSFdI!rage37Bd=Lx*01w5aG#?#LUdu*=>ZR1~@Bko7
zn5Il!s|vEE>B*8N*RkRWRibN&jl=Ddhl#&)>wPolxkGO%z3FMqtL9VF>aywii3kwj
z7n88SFONr*jHLHZzc)APHniRqXNTprzq)Ol^;oY8gMXKGJs*d9`K~d4z4p7{Tw2Ar
zvKi<M*wxt&b5h$Uw>tq`*!-E+a$7B~*t>fqms`?qH*oRd=F<SWfze&^RY|p)!4-MM
zs+B)oTbWJ%9{vdY;|JdRCN)6sj^Gm_)=L$F55(_>cMFsfQ?<;e|43crH?UL(49E>B
z7yo#Jj2(15M&7&zCPWY30|K|O-`?CCyGu&n4@upIk%Et2`!O<D0Vl|?5$oBCrz^60
z-S0vVZJUti2d-t%aRX-EgmV!G#Zn8-+G}$l=)=_5%W&&S9tySVctWVqrO~6)Bjg9}
z3oF!b_c*T)f>$Z(uJS#4Q}eb?52CdJ;WohF80x`S$}Wja;s=Ul&@w}b=u`DYGKCLT
zJ;)J8kEcsQ#2nS-*85HzXpL}In+oP4;|EamF#~z7&jy`%YD_!H(0FqHsMZ&4q#fL~
z1@meDivV=GPixQ=eGzX?tPe`W9-!I`UYCfdf92H1Xt9(5$kKvQS$`7rh2#S?CJz4<
zWmCTvLlU}t_x<fW4s>20W9kXP`c>@?qYKuc;wGP6tR@(F;V)cT^AC?0_BP(IK90I1
z@f6fErxrn)eUCYar55+`Q|aQ993l~DK@<)OE<!F$52Il?=A6Pj9)1IeFHjGGt6G_W
z=K$;g<_@>2fa;XzL1%Yl&uH(u$W{AM#2#Y<RIb--P{cH0=)lVuXI0RakdN3cQEd$2
z4xlPe<^j=DQk~2hYC60LTxtmS)^i{_L@Np}iY2y-{)x^g=al3vx)%M@0Bh<?wiQl|
z6*zQPCdlZ9mI0nhLO@;|RztK}pfzSg6c;}>VPq6P#xbZ<ikBEK(J!Hf93S0+bTY3E
zT%bK(SHe&Fx+oMOW~OJJ4mdWBDk%6=um~Q3b*Iu6(Usr=Z41F?&p<(pCl&pQ@q&Td
z(!Kwt(_q0o(N`aEo=T6;z5V84mH~a8!F5^vdnNY^wy*%kr!@GN^4`Td0_W_OTi(cJ
zARj!|*_0Th1WFq`OGAQlf~_Np<sE2!#z*G#r^Ow$<*D2O^3<yAr}xzH>}g{Pt#E6Y
z>x^xC<dy)~Db|CO0Agi;kT@D-aGPMo41qObHR=^2^DfFRU4KV^N&hl<yEy`oVKqA9
zz@D~4QL9F$oVT9$_Ke|6*6wx`>b}V^Ry4ytUm=EKa-+B=b(17l5zyRuG3&#WP%WM>
zz_Is1Ypskq{L{c?qw>St@`=^SG?hU#eNKMKoY)wwCk;lSM@U6f!>M)sFVP|Rvp13U
zP+v(isCx+_4ah8K%}zF>^cQy0<UIm*3f@R7FBq@xadV>OStU`d2c%pS_M@8MGDGzj
zoK6yKq6Bxo4~<56I1ULs1k^k<ZZcJjbONzfv~1M&v8LJ_)?ez~jGGa@oxizb9P+}G
z;-*1xfZKm{m1?`gRfkHQ^z=(?jBxFc8ArFG+J-9DgKUL{I;csrYTHsX7bm8kc-EyB
zCkW*38MU@UCWrwGVQ%ni25$~4J;<y;hl)U9qht@R;uXt5-47`YAlAdW^)}fPIiIiZ
zSPC_~c-5l<*JIxe?W1otgOeD-7Hct-H|k4s{qFEW-{+5}$CF~5aiSIOQ4c{dWb2n>
zkPSN#ICqHkLn~OZqBpnBXHd5iCqQ@kHMkv3<B#$-VBgY>O1pghn*trqcCJM~HnzW~
zPu4xj8m|Mi9UseWO2IMD0G7x4Pk~%s*Mm%Z(iY2Bcj={f0)U^8J0_D#h*_@M2NHF#
z<)`Xr?8#;#eg76r#SWJ}pxP@!480t>|6CnNqg)P=^R8!XpW!D04?lISY!5POf5VN_
z*sn`Pbeqcf?S0Q0f7o{6ZDQxBDlwi5VVcs?s!4P|Th;Rvmc`OVm1DK3Y!!wEZ%+-2
zvBt8YV;KraG}&xr`0;6|qa$+v3u?dO>5N^6l9HnK%zC0B+n=6%(lK**5Xsz90`?M_
zSwWk0bjYa;w&26SOZ6FFS%HjV{n^Z0#`L-2p`_acN=e-h7zq~Ivg~-`dPRt2rHG`E
z-25(0JY_@Up*_<By9zi_<V)h?V<%s<<IB<G1AU+(0wbNS{CL(Pfefdi_N|a+&x`75
z%QC1X7xiLfft;a;N)(Psq>D46Y|4I&GmAfqVtvLV5*FS1K7mItOAQ$2g1$oUm^QO}
zM<H($nVF+WgwYFCu+?+;>J=RQ+Q4To^yzi7i7)iyp3Ru8BBxZCr(G<h1Le)NHZt}y
zUQ!LDjbbb4Q}i)fH6Go5g!|U0TyBdj+s?K&#WU-1b-D(tTU!~(HrIPcPF7Cn(ZaQG
z)>8M!jgM1(d3GWsth6fj%<VjLmGPJCh5f4iswjGTVzvIsjV_ew9O_uw%j>Hl#kY@^
zwFhUJzBzI@bFqOn0;e{Xut(;LX?@~eT|IO#o~hbAJ1QvGFX<E_KJ`r1E8WOq0d=d>
zCY)0X4l$8T)ed7AlZdPZJ0K_U>Ghg@Y0O{_GE5k!e;~Rl%<|EF5dx|jS<K@f)7z@6
z)Ut=hHM}O{=)jV<`~W@qZw|IcQX9!6qh9a${Ocy<rdlzV$UJDUmms0iBE?<Il`@S`
zrsZ-JokgNR19j>HAj;uT^K93N8X^=vIXEVITLzWYgE45@TRF1T^i@pxN{4pCMAy|P
z#p_9ZFe<`Ht)`gmpz_J!06VISt%_&Ta)ew<SSvG%5T3u~HxX*=v@xx<JM%RxPHd!3
zn(HjIX?6MTrF8=470=UyrPFuJi+inRDYT}*8>Aa#knV5I4rIGXNz-PiJRlT~%pKP|
z*`w7R9luhe4d2MEh7ubl5$6|7gGY|dV*kcwWLK&6LhLK7t~BPiEHhTa>d^4+fP@3{
z;HIZLC2_)}>`qOL=t<+HjnOBRm6g_WlK%ceqmwiqfiNX~0r#EYDnXv?<6mCqA}gIZ
zwK=zmJ)Kn%5P^My{c%&=cj>^`NQ{J^4zw6sI@w0&RxibCv{H~SJb{eG4Ea#5);WvZ
z$3@u%<H$_@aGl$m*TnU3mssE^eo@jDRVJa-NA)w#h}*}1E({(rg)09huR-wun68OI
z*fA+K#_(Tcz@$q|G(rA5=$<zIcV)y-T1V-=ZR_X5j3K$MeifG2fyk2$q`r55bWcbP
z`yi+q#`cc57rbMLvxh{LJUMcE<TQREULQGwrw2&@<wf<zn+1>AW5+`#z7J^l6Xfxa
zp5@@k8wuL?ChP8%rV)~_Xfc#P&cTGe!^06q)GCe+J7S!w4wCQj4hDva!AJiR*Qg3;
z1#p1db5JERhWPR&!CyuO*R?($;@|{^%M@Hd00GCR5!DWBMRXwB!xbh<H6p=+Zz04L
z#y(^z-#P6mKt8@Y?Fl9W%1TYSvG(F#pBrxg+KwKae~sL?_ylpN({QM>FuC2kx7@c7
zP~dhsOcmC!tV@krXa!-Tor^}g7L+`J+QA2|5%dano`EmZmrg1Tu)?QPu0PJj2Sh04
zzd1#m5d)sHb4&Rt>&VLaLjgVzc{1t>$-x$~OFb=khjv5#b8e6iIzetHT(!x#W}IT0
z(XC*&_<II}N@1d&*t_Wc3ZBT=4|MWT>d`;v0k<dca{%!ZN-?c_vNKp|SdB>Wja4!2
z3nTT>tPu7M)zNOY#op5Igsz4hV^6x3y$|>fDT<7#uXTfj;qCp4j<i55cxLWIVH&(m
z9;8Un*6*v4UwZVUMjJ0|_8BzEUf*s~`Hj;&4B70CGv<SnJS-A^9lirTdbG=b0}Ebc
zBe)e!K}eWRh?0o%!DLVke*1S>808+JFcQyP?7-m3?w7nx?r?PM@9mvHZhpO@p2JhB
z2a)Wrn6LB_I)n7+)4vZxUl+d?)a!6-qoc~AEEtxsPHI5!v;n$?CE)U}0L3E_DiF{J
ztA#hh%?rUSY`@cgLveY4>aqezJ`IF&`=H~}`>$ch3%Q*9h9t_<I3@};j;$vXUYyZ!
zGfIh{xpc!H5kCphiZ>#D__P^iKx}`2JV1x2Iu(wIpNUBRS<qYw!cIW%x<>N=@xKdB
zg)bTws1c^o3D;~#Y;q<Edl?q~O()FS;`IgvrC`*tcyrLt@BBwNhh&z7`0ZD?Yut$o
zaeK5dmBa%fB1~dwj&Os7GRdsjsI;<3Qfc6RJ&Gl0c(-)ET)a74c!)T2j_|#>GQpu`
z)X{^U{CFa0HuOTROz7#W3c3$AGZ;&HAa70}!!G{ZKp5wA8F}HsaB$Zu^&}2?Wz6w(
zhDv>&DK1YC3|t-tY#)O#0*o{G<_Wy3BRH2mewC<pID3FQq=Fc8zB8??H(3d6;ZWFO
z7!^VbVYVRi-D##^VJ!i}kdL?FP`Cu0F^4C(KhK_%c}zOV`(Z7&+{!6gjCDP|)^zdV
zj;qnAD~HS!dL7=&#Mi5tEB*4H(@SSE<2(XalDVu;J!25VgOblYGeDNp1F|@p{N;E^
z@OW=&GeNj%Ik2AaB9omGIepE!YrU9B?9aUXUU~_GDp=s|n;dZOlUM~~z8gNImqbJ)
z3BR3K^}9j;-t(^vAUc#0Y4tm6a#4B=)z*_ZKhvGE)V34W%9TyL))*2nz~#4NP}<x3
zh#2=F5uQIvIQ}GgDE=NRdR=}h{Fi;aaKPoCXdsmPit`#7K>lUy!S<OngJZH!_X2^d
zodYI^4E3@!30Dc}MZqt7bny{|*cA9C5^0L*V<rhQ6r>qrhKy-Zq_e^@`jU~SBa8H0
zDDzPt_RJAc5t*qJ1<bxtiiY_w)C-EiqHC><Da@8c6?qQH`9AH;=tQWUx99;)!cHuL
zMoLwzOdIHl4<wo%tqO^#J~eHzaqC3t<+C{Mb8IXlVN(&!X7w#Y@bG&ZzFMSGWHvoC
zi2l&eD2o`2)s$vKnQwLkHV~M+?<P_E4UHX`sjOD9W+IJ<!zUW?qL*S9w+zC(qy;dK
zLI-%%;mmLlDhK-^B$e8w<*~w;Kb`fdK*1kChciZBeTUNS^h_M`(yI<_n+|Q>*0GKr
z)B+q07<X;j-K!Ia!u<zto_CmM?{{~tQDXkMwDbE4Q^_72cqVuEZBbm1bWUlhn+l`_
zDh>!ecp~+m+CeY9(;^>(BO)m|C={|`8{VP^ro0LKQ{ylDj8FR#81D{A5Z`t^F>CgJ
zpeJG~Z4KaBn)QXi3^QE+qMS1}o=}RMYT-z9o(S4hsMZ)+c!i=uxGq>#1U^b`U!>TT
z*%~Z11U~xA%*`xpEa$r}JWs2du>r5269GA)B`3#XogXn7CDXj6Orh3IjjyOX{q6br
zSEn*<VwBuaH@>RwwAkiNy~EpG+BOZ`gy2nf<NRBb=A_0ZjU!&OWkY2s%gt4G*d=Yi
zUCRTx^2NG-7ilAAw7hshy39bOwM1P7(kqLsoUuA1E0IGQS4MeE{Q`PP(0%?Wdopge
zwww3sybmst)y5PucHVy4@7X{Hh_~_Fixq&`GFS?$$+8pSSpqSoxsJr5A;Cn|3aA@y
zFZkGCms*t^+zePlgM^AH11aEp@hbz#0%sjW;ceoVLc<v8NjSKss}a(W{7jNND9pZ2
z1P&Yzg0?;!L}IovUbsc*0Q@wNmJ=eIjjTPyk8!{7Hf5!dtSo^EPf7J9YM9j^l-lw3
zd(^fUigoLnU?gpSLM%W5wp%qQzD5Pe8zh3gzkh@96KJ<k9fbD|PiSXWY*9O-$~A3h
zury5xtc0;dR`#9T%dgagLJMcmfP|7dfEHWQ`L#+hM6WR+$$2a(K`>Q<wIfR*1E$Qn
ziIB!L(f9EYE$_|vQQ|dt2{B~8*tFbfk`?i0xoF8FrI_}yv8dVOD(@M*;}UKR?$w&K
zV|h+u87eDevYFOv;j7lB=k>Qq&*V|_rny%vBt;t)4i>f+PC($`$-bpIWvxWhZli0T
zE<0?2K4|Cwq}lPwNZH7P9Ox^g(c4J*UrP~Mx*_8htkj|d(|p^6$5HP>TcgJ~GZ?U&
zHCb>4rT(VBVU{gS<AtNpqyowni($$s@ly?}ac}Ce2Y`O<;SeS3f9yRWkz}X2sN;Vt
z(<o2`vm{birX3hg{<*SjyNZ+jOYKEKMC~^&v$f`fXhAq|hlM03z%9Figl@&=i)fle
zwW^|UQAwVnCAVX@rfhymTD6IQXeY@nYDABgX;O_*L}D9@3<=^CeQI$vmw+K?qPJ95
zvW@v}y&uZP_vosh<8~f_6U*l;bbM*taf}u!fm+8cankJbY^LjYn#b39`vG^eV!glz
z-!PjxM-aJD;t9ATSMoPVRj9%vtx2eLu(of*fTd{U0Vz<LNY;3PB<k-Slje@+{Ef+4
z39m!CRf=1B&oIlj+P>a}<t^=PO9$<J(|Zl0Zt@q!C$kVJo5KoEw#XH$8yaupM~u#$
zZrXVLpVJm`dTBf}PxK^{_NX0IRi!_QCd{i@W#;a3(s+leB1iiIrXa?=e7#AR3YQF@
zmjXu(quzsN;S<}SX*?H|R89g0X{KbZdcT~2Uh^1Jz6iP0Sy}i2ul{`fG$3(0rVh76
zPE=7lb^P^6NLN!IuI!RWM0AZ_SKs9#3cN<-+h%aEyK&;PZ?F*Gx~RX4x&eGmWKxBj
z=8GPKpgxBU<-0UBxlc37ot0}b1ZnZMIz0V9#GONs=y2Dk+qP}nwr$(CZQHhO+wR-G
zZQH)>?&)`CGgIH<o0`p3rT(j=lAOvSCr{4rxsf_>QB~=nDw8Fxou8`N>1DL^z?706
z$Rs=N$efjws|fH6a9D6y5EsUe%O$e3|4A%KsON8Zve);$Ja0cU+MGFNxA%;pdEw!Z
z0229i@L67+t)VwH*?Zu2K8|&{!W(}E;$mn~!4A`WCy1-iw=(cT<X~~8a)>_q%*p~t
zjwP6gl+DnLDN-w^4pb&8M=IO+aCPz?#t=>#94=X*9ac=R&^TBfsT`!l&tOO}g^>)4
z=Z$ha!kA@*p6H(Rn$7YU@tNVVN*lmsbk8V0=7}sgHrus<%wQmsBtn@L4}6+H;XiZr
z=wihbjZz$A3v3bJpt3rO@X%q2k0>SvRYZt0kRJr(JKKw%NUsb7l~XX8BhcFTFvfBQ
zPkbhDGBFu%F~9N9&WMhHmUTum{fULx#-^567jktqeV$}!=My&jiQWFWz9w_^vh3QU
zalOI7!TF^Dcl-5=qx0(ajm!sLB*!yZCVf`?t7(T<<y`%iwT@^?xw|dn9M~0Vb|7_*
zz?(Y9%+nrPY`l4LxoGmvkDgU0<=#^`VF8Bm`x$~d5hlw7ATYXN6@u)0+Tb)Q6Xt|D
zFC$8<y)Itscm%{ASbM1Yfy5pR5eX`M49Dh-$H3}*4*yv)GEN99JxyHjkoRIB4FWlK
zKxV-99k!rk?rC0T>rq;LzX}Xrr#WS&HysaqA{Le)#aG@&D@D*G6=;wzM@kPy56BiQ
z+_GlKnt4|&+ky><)cO^P#2PZlubB{)>yo6DEbEfName90<nWAg97!vj&SRPs|JA&u
zx%$^}&1tqL)@QGiHJ-_<v=0a7B+{qk$2SbHzJ%W6g<G5MOW1vx975_iKTDE(>578B
z@FnPXQ66ugubnq1wj4AqneTZ9kHd~(O=jF|eG9C-U)<`dsA_Y66t&ney7<5JXvU+=
z)Y@%&yu0Q&v+gLqD=;gE^0BTAr)LaSrY}iOI(HFFh9t@OB~3~*4U!~hn>Z!K45f9Y
zj>m7cY-yg{W?Vj|ow^;_G49&+5#H`ElSk#DUzx?z4>Pwmp25ZwCeszG&=ID^peaXp
zjxHM6Hny&D%jTZQNtd@S{k6o0fkoqh67mG~Og2BNZ4jxk7P2O@g|eH9KKYt(s=tnt
z<frU%z7S3uw}D6FVX-85x=hHf54GfAp9D#k(Myu7S<TQ1V(g?acFOc98G9<OqV6^d
ztt8krL-duR&~3>}KQ?YJ*0D!qb{x>Y);-fb-#+ENV&&=qyal^utjD;!c~ZJ{J_9^I
zi~l51UCQW?Q4unA3Q-_nD!ekmm2ghKM^=+_Oha_ilm1(($ugZ!7iojV<2L%#PgeX_
ze?{d)tmucwdO+OAQ;(IkxF&=(|Hfh7bSH+x^fZ5UmS>^5Ax$r|^<m0JRnHHtNvq|H
z;R{dVeH{GNF-biF_xeR0hms`JM&>VGCOnvCd5+;Vv?hY7F2Um@;9u#&_&Eabx#zZ|
zL?kU;B-%pKtEL2SA1VT8fAxc@@-4~NsE&4!wJnsJP^rA&T?bsB8@NzNZVeg8MoJE)
zwO2Uo%NfI?^gmn10#$~DV??(tBkMaGy!@Vh&B;78#$AqqG1=683tj7wKa=YKPD$H$
z47GggvF5%!Cpii7k039&-wq$140o%#wN;?XO~GL;MG4Aola);dGp*E_26-f=NW&;3
z>y{a_l8|OXcJp@3vTY_wlAvbMj5KCKzi(h9uLg<K$5R~pFXKaZZMK_xIT7Q3(*HJt
z%22fC?9!B_qlQ5JDPEd3OKGmX<?~*B>OgF=^up>+2&wwOW!G;$t~!6?_qx9cWo3r;
z?|9lcRpVgQo_nXwwR3kofd%((^7)Eh#q&$fx$QSG7XNx1jQLE0Zllfcel8L4*kQG1
zPHUl|gnw^VqV+6g)z(tGdb>%cX*)T`UlJPL-XjboY%s(yM{5{EilLm8kQ~b}p_!Qt
zE@WbUOe&oa>GfFLyh0-i&}IwAMJwK<*T8k6J3{J?2G>J>0Z$KYbwA#Wpv%OXfwfgi
zM@e;)B$9|~QC}=UJdZF*S>sI(HH>^ieME`Wm3}*n6t(cfHi7BKDdKkA6*g08W!g>l
zP)N%NezZPdxDJ6~D!x6i&k@c4t@;CiE@l2}Nm4KLorTju>Aa>ERsRTFMTkXTcqSps
zHfE0A1<kkwu1gssw9>k};c=C8v|Yz9Apc&zE4li3nNY=rpI>Q5I$vzuwB!9MeiP+$
zQy<Xq&H1|IboxSgT}#EBv#cuVn#QqN)Kk~e<VZcrRN7`sx@bE9JQ4X4tmN*~>ft7@
zKep=|%s|?H!^A_KqtBmWInErZj6R2`zwtL`2S0k<KQ^?jxtjP_!YJBU&08)0XKXq2
zO<t8-IrD~)81F!H&p3>hB3rTSP0Y7tx_!0$%_V;#FNXsYo4qtPzogCQF*6vY-rH={
z2ZY|gh|@D6YYwNxj1Rpzbar?~?C7*Sv&nHbWp=D*fcvH^fIFxEd`-@t_azFAUnR4*
ziuy2|a(9MLQLd5uYMJ7<GYXbum@1-0z9KUx1F-8J8nT_Aa?}6gVmAxaVqS^dj<p%Z
zj6ttr|8^(}PnS{~taf@FjlRq0eYZ2{nNFLtBYexj>#*6<8J&K!B}l#Y3_ln6!z^Hy
zysi=(tT3=&+e}c$dXw;nJ(SD<=)d3ge$X-2`!Dhbeu9Vwh~jwXJ?N5l2jZOX-tC3o
zIc&z;R$71_8fKqA>!DzGwtYAH_EY1g{Ii&3KjWeCJ?aY*O6hsu7Mb;LxO>&Wl4F1H
z^^yETU-QSu>ev1&vi&t0|6hPh=3n2pvx}3dp)Hh04suG*PyEl(59sI5&yQgMF!|Vj
zpl}2LfTIC~^nX1A<9|%V|2I%rTv1L*=KqvX|Np?k|0#&l|AB@7qp1FWh`(e0#lrtN
z^uNWzOiY}ttp8hqOL`!ER7Sr5_?T}uymxoZ|4o>&lVD3o01+Zg9zsCu_sK9MItU{W
zf+z@(RNxQ+ZA7&PkmIG0g1`i(sZ^?^2t^x>QY{~>i&d7YgkF93Gk0SL{d@U&`gyyZ
z#<4fs$v*V<H`hZDgQ!$QK1kqkep?)%y9M_TPa;P|BA?adao@kS_h7+)Ku1LC%k;jC
z;*9vpK}X2qcG|f*Z{~ab3S|q)+kg!9JrxY>oIn$oaL2o8KB3j|5^wrCyyJ`8>asX_
zI`UNp6uQwym+Lof^h|MpBjkk-4IGs=qle4K^hLR8Mp*n7vk<0(u-g|sIv}2iR5*Z!
z&|hTX<G&}ZEvJ0L%CnON4RI^x_2AnGjw@Qd7xl2B=L*r9zfA;&4fWiP^owL8K$Hzl
z`j`jl0HOFHbtBbM;M)MbY=F)UXk#zzR={pDHb0<l0joWf8&<wdz%wlpw7}5{!5b(>
znpS}28s80;nx}BV){4nSQjMgI3`d$PJY68Xd5M%O5w&AMu0xKr58)^O4)Pj8hA$qU
z=lo1~2T&?VC$o4%(F(#lwerl#$bLl>Ll9{n#_(Xl${n~SfwIq!?Hl<0HpLFI^I$`i
z#sOB_Q-L-s9AC_~1rARxSV+dm<p{K17|*>|8((PVf>5XSWbJ}>84?|NiiDmBeO!ph
zkdO8RzV&C6dv$Eua1=zN6h{S$HG2Nn!F7fLx4)Yt8YD-7f?{ZTz-uDfyI_KG9esCn
z`pSPq*YVfE{$Us?I1%vgv0&H6nfqD&TI}P!22bcwg6NT@9i-B)+;2ZC^kmqJAIkm*
zMEqW`h?u<7{7wCp+DPovX9xfxvVeSE`K(<7o*8ye%!i#X_(v=(!SV?5f$~NAoAg_L
z(Iw-V)`HLrpf~6{c(wx{FW!Fa@h;Z`*bjj}Ony)KRhlV6h6sA1eT%0q@Pm~fqb|~i
z*gw8OuS5TnNe`7D?Z^0&KXPcqiv{n_kT&Mq@QG#S3V|z<FXR&E9R*q=8rA{S0YQGO
zdanzbKOldw`(C;O)QdBee^h_}_OAaPHE0hhG8{ybOoy;3WJ}IZGLM9OpG)*x&~Fb%
zhYbDr-N96cwH-pNHE<Jb74W9MC!2qg+#nY^^m+)+u>CITuFFAjS<<~a;bOab&h5m_
z4@vw!_Wt_*#6$X^egcfaWti$!5i`b*OXnHj_Bz1Pd%?0MxYhYLIUFHAC^a+e(h;~1
zSnWaYlfy4B_DlU0qGl2NRU4x@&tpBqJCV<X0TX(a)`ZQHU~@vaBs7PR-wCPwI3_1{
z`Z&zFb<4(%vOQ??&uE8xXMCr8=k%6p2U1Vi%VVZbNc_X_o8>3dx8*nVH*}$xhxn_^
zas>3~vr+Y{d}Te00v35}x>afIqTo5NDz3pP_8EW|tn0`A<Ca!k5O+XZ0@04>x4<{R
zD-Z1Kff(|DN)xs{Nwp*NB+?B6cmkjYOxJ|CLG3OH_k<}^0Cp_(y@-mu7x^xk)>}Fu
z<>9UX?k8f#CjQ>6djyvc`kUHvp;?Rs<<lE?T|m6kZ9(%EC(V8Lym${7w*$CmA~v|j
zowZ+qLTJ!d@|n60uwE=&0#pc#x=J=+{P<paAic~`=&Ls!AdMZ2fg<D!y9>OQz;_H+
zKpcCK_#KTO-9}K<UG5q56Oe*voI`d7^~T+%315Gth66Owr!+&iQcfu6VARcM>(=2x
z`;l-9Ozsiu8S;%P#+T#+wH=GUVn)CzAZU%)rJ}GAtrnrmz5kFiVt9E0gFjx!X08q)
zeuxXKLn_vuC3s-hW&k|QftYY4GJ`qF-l)kQLj3SE#T_Ibg9YFGtL(t&cYxN2WC`jl
zDhx&koX{utJ*0)z0qB#45nUJUJ;DX#r-AT+oX4Tv6Xr&g+o9{dss-Z%;IU7TIOOnz
zq@hL;`ML-n3G(E>%YEo-+%dT)R-OK!?7$(zmdGCfS&`$&*~k~bZf}5aUzk||;swx*
zWA^#sSRHPvsCdE;q~VTHhFxb1pM%j5eCzq1ky;BHuAsbh5Ek7ipcvy<d4^q83%1Mz
zjj7qVxp3DtsOo|ND_Y=h=X@rUhY~@lw*l-auqXO!^~LgziUxN<zxq7Sg{>UC^+X3X
z3TBME52hZx_Wzk3ht@2~_P?Uzl0*VeA;dgU3k_WZHA?8l#D&;*){=L^%Y+A?>_A-`
z0Z?GO`($Yp#<M`{>?;MPIr%LsNwleSX&Z4UgiU!Lflvztu14k+3Q*;7^+Dgj!@{b7
z8{yLMXCF2-^x)qN5bz*WI8I?<M;vquh}dl2dSp>uh4)=QTCxZW37c7YALsdEfBTn-
zQJlijj|O7`Gt7gEv;KI3R6H<L=kPGK5uL(97Z64|9Y$X@o2}QXsKPvhhAwkG82C)g
zEJWeLK}O>gRzYD6c1A}D8KZ5Glcn{758#i74R%|*)P<O?3OhB6zfW0J80^1u5Qb4g
z{ldm^spvVYcKgRCgsRwGt6m+lsDIu7y}B)z!USwiU#o6f1+moChq?DOk?_>oEiqhr
zG0_^Gi~zidFRQAJJaAnw3z!R=rT*BvRRpCiuYem}%<s+j$UeIQV7-)KWHk`2UAa+*
zBb_F86E#>WsZwB2zl2nk!$03N7s(>4UAa>Nu0H?X_rJ-qqoEsS3}wvRK5sKOb=>L3
z6Bc#OLTgh-Tty2I0udSpW&q+!sKK1~-yWa8#nO!50<7N(Mt;-`P~>EMS@?o&^2?Ib
zmyayuSixYaAJIUd;t+o|T}D1N!tiZ3!i+M{r4Vbm{ISu3B`sT8Q3MN!A(Ro$<i*$P
zgw~$4aNdX$0FnkD3*4H!x67Z8#-Bj~(8s?z$ZSBi#?nXifiJ+!BP%fpzcwzBOKT~w
zu2Hs(RrWlqZv0XxV3IbXs=6(MYVp}T<vK0O^UHYc`$vhFTT`EtQH9gbO0~d9S=Y+;
z*RtWBUUR#unm#p3BV5G+FL@jhZrmD>!m1m4E}Kd>7QQcUBEeg&ssyOkgoJ~EmV9X^
zGq#dtaOdw+!RnaEH=1M}UmAvaiQoI}H{klR3M=0p84MU)QIo^sx<oeX>Kb4*2`65H
zG~mHfNri!dB%B<`G<>(3WpOJm+)7?HkOW%@3-FU9TDf_N<)!py^{RMvmB|i+v0WxR
zEEH&%eZeMcFUv9u0eUoFCVb@j@Lo2G>S{S+DciDr8wtCq18dC+{{mh_U~$)nu*2b(
zAH*(~qva|ArfqmwQe_r2nb0-3;zBr?AgQ`tI4)7tMUKi2AqjkFJdc3+)$uZ(%0%6H
zvnnV3<U8+PpvW6aqHto8kfki}Fnh=>z)luEPf|Dj9kJwp0r9K26DH7+b7mR#kC;AT
z$^w5)RikU!wV`H#yO;#svwfq16X<~$(t{8uytBYM4R*pjU`5CxxC(VZ8KQ(BT9e>Y
z!wzVG7=nX1wS-L{^vnkK^Hg9v4Kmkd5F<Vn*cFlx*h|1a@PRNUlnHJ?{oRkqT3i}U
zPy=|MA|$#-Y#(P99(8aHclM>(#Q&={^vccap{*=!`=-B=D>Du+UnV?Gg6%Tj=5IHL
z=9aYs)9fGVvJ(eGWLehtp?`vIf8df^h6m7vV<s6*Mle(ob8}!v2@vFDQYmsg{nbhw
z#ueklGl+4(mIm`JP92(eR5&Drk&d)Y#QYv$&n5mQ#C?G&@5c!ePnKKIhZG}lJW%TR
zllqHVPk45nAfyYg0sdZPGD2S{LDHi`Ztx}Y10+*YydqzS6T}k1Rlsiz+7U<|7)O}i
zphwZrmV7utgua0qW%z<DeL)%%b3(T?ozTMEx;jf*?hvL$9+ffuIZ_=xlrWon8&W?j
z-@<VQDj)=~7%mvnBf*M@=$bjVHg~5uv!_o!v?q7}ffs$}218AFQ-B2yNbCgX?Fs`z
z91<)GYQPAFY++913d$n139dmBf&n(b7-0$p;Dq1Ng)mnD1OXZ1fS_`&z-+f9CC?@f
zeha!O4DA91ugS|L>^48?K9EW8680OPZzjAG@XGDj{Cis<pj{^R5DQZYW5K@wec1fc
zH1jt~h{OqPeH6}tFT@$r_`P47-zpT7G<&A)!q9WZ#8o4-*of&jK7l^PKv6#XkurfG
zFbEV&{9qG+FT@SRK`0V!;s<MEiMH{8aAJwxY{UGnYIUJFu|(~3;lFG11)+HH#Ij{V
zv7*Tp$%NptRGuF#^`<_P8z3AEQ_`kks$IBh7p~g5+emOMIQn~Fxv_T<Cp)^@l_P0Z
z@}<4iu&lVl63EsQj9pf2_RWy2wWBhoT^A_3sADoZ`<p{@P&VA5UjvG)hGpkXn~LK>
z*<ptzyq(pEEaDc*nC$PL83EEMYDhMCiX%x-X;=6nk#LLHU_dX7Ndz?(2o8J@Jo^+Q
z<b)(^xj?Z%nUiC5__E9|r)lK3-p}+pEN5a5U_7s20sF8na6s??UcmEbupX1xcR<7=
z#|UMD7U6faAs`@#TINFo?M-VCj{obCsR_KJ1xbWG)rJ6}m4bDo$JX$(nm0bj^#rD~
z5&@S~m`vz(Qt3<FyciY3$Gen%m4Iy83^dJ_rBbH;i~kw_{qb{_=#`LVL#V9?24JL3
zwY~8v9M+G@zk$Pfg>Nz(Pk;}v5iYF=5>9v>j<xQKf26w5g5fzyoq)#XT|Qtub|R72
z4~u=K4F1LMLI2wS(1tYOcg}nDLoh#eX!i4=@GvF#<Gu6oX@A;YRd6Ixf-1a-W*`gi
z`SJFGV=lWYG<rDu-EHAC-@n1V)ju#zWkybIXBomhdX|rndC`x!!@kTtT+cGZ4gWsf
z+x|M8RQo<}4)+di0I^`gh7Oi}Xqp@5a}}B_t#!{sD!)OeDrr1;K$r4RQgD>cL=tbJ
znyK0}Rj^peLX|3|a!*wxL}hJ#(1TQ}v_QqQPw~KVqNzv5LMF*5)ese+iPr3pTH<tI
zpo3|hA4z2nVw6rErqu|>0!PS#F+P)8;k3A?(Qjc|osxk-9jP`};>fOkJ?tUPnld&q
zrUr8%L@hU8<ce3di7$ka{g-#I&@$c?UPYa_+}E?Sd5dRWh0Es5Kk`D!@o8huQ<smp
zt=Gv&_3Ak0LW6LYgsF<!xW8cPhwu}(PlNFZ;hS8xsv6D__}(2A*@BbZ!Qz(zQ0EP8
z6asvcw*beykz1Do4a#g5227>fym&O}V&sLpX|e>mS+PPjyBW4-wH`9sw%0RO8=dvl
z(EJ@k6o{>nEhe7toxNvhfehEg_D1IVvw_pjzQEQPSQEJlE$gHA7o<Beo%P;`-J0oG
zEBR9;`J*dqYuxMLu9a=a1pDjF1^dg>0{KhdzZqP-*yAVQB9nF5p$b}cCQJdn+y9Nn
zyv9<DpuyhEb*d<8c{YPHzHG^Syh^w^e9SB?4D26l#T)$!Ym1kF#TlQ9GGnEcek_x>
z#Up^JfT+d${KePsIBL4i>Z-4<FKYY;Jw3L#zM9MjmfnMYm9)jP!-hKKb#=%;RvpYg
z??N!+<Eq!ng@Y>v<;^bq3swO7mpp?PgKnPp0%1MCL4Ue=Yzu0y#IzW+T?~LO3FoWw
zg1z91R0Wh<rUYsaRZ<`800rf-cXF$e3fEA6VU2V;E1mG4s5jwc|Jb|WqSEQJAo4?t
z!=LBiE+__<a5g&83Z^vfMkX~ltb0DmphYgOQjH&%Of_x5ch9B<bd-PPp*X8632DD6
zMXg*bcc*vyX;R?|R2D?xFUF(c=|y8!bSKq0A_1r}QkjId1=5Q5^BS<oHY18#8Ghnc
zYYP-oJH%Y4E*f1lsnWHhiz-<@NO+bq^pdObbZRZuqiI9Xl&3~=c7P~0^S6rgC@i6b
zKy=}CU>*OeqXOy*0Cwdr#Ywy#&>Rt_M0*waKl70KmcrkHdis1H!$HZx$B$S4)t;K2
z)F0Wwvz^pmbQ7+n^q1Ceb+g`2T5l-n6C|kSh+|sm5vb_YU!+^Frh;5`f(p_$olAM4
zgCy3HXec=7s2i=EOF_8|BJC(rv?ZOw#UVG$2loD|A&&^X|8ako7uR;g7d38N{TkI&
z1v+axN-(XV3R_4|S^j!&3PgBL6wmr%5d+|h8q?86P$ZT?pj(n6qZrq1@85j@2l{<M
zK|4F`o$FJ$nKWw^FYNTTYQ>fTP*y<Z29a8ja*5JDS?Q3}Cq{0CwG$w|D90QRX&A;f
zsP2KPpKHHx7aJc*w-$5LvAPIok?D7Hb?>GKnzkG&fm8K^9H&oBS(3Qx8ThxN%b1Cu
zg9+E4fel|6i@iS6IlyTa#=xYV(P-`~a4^qAo<s~*up>2+teMl$T>vWPm9A>26a-h;
zckF85z@$7;|DnT)j)L;eDpJ60)p(5UEtIs+MO$DLQC4IcMWJ>o?zCPtiZW^KP&-?S
zHc4N@bql9V!i{{Qq&wGMET0gAE|DPFG;x28n5B|plS8pp>mFWgx6eP2V2iW&uuMG(
zsGX~L7nLqww(Ifq|59e1&b58Gs*3eYzL4&JbN%{6byi=Q>$iUoF4vY}@9pD!94vIz
zatgLp7@Tfz+vWSiV;bf76r<kr414kipNV$=J)8{xThUkHiqO8Mwv&0wa+QCb<M5vk
zmCbETJh|(TWrK*l0?WEs!ibq9>2z&}1^<Sjf?!of32vA+0=Y9_+@T&TZ|gc{D*dXP
z-c17i@Wb%b3*A5~hmeemmuL}4y6o8N*04VY@AJe4>N<Off#tzr{N8Qjes*)Nx}2*0
zhTrR|qd$*>?oTtSF8rb}nN@5|qNc2P!TO+~g!aHt&**$s#~RVJ36n{mJtLOpiBPoO
z9Mg|N3>Ivr4a+O+$XyjDs~A*5e#{b*P}zY^fS4O%z#v(&98~QLc9VJ?FO%!j<g14d
z-p}(y;dOS|_qo*Ry8XfKs4Bx$`eFW__dH~YpfQ|9K#M-2_B{t_P$!d616VpCY(~5e
zCenxG*Labo1)^548xZzd<@Pg0%#qS{DYO&#9t2f+;})U2n?Z7Ci@P9V0Wg7p+io8z
zxO_}^WkU<S`+>;tSK>n5IlFLwumg1^Idq`*5oO(|38T2!;ljKr1Y&yw23E)GD7->c
zrvkNq+=ICL6P*Ao!z7>JCP7lLHat!NgI%x%a7>=C;i%-9!E}=FR`hGGLVvP(agUBR
z^yP9Qj>={vGI>CL;bbJeNAf(}-Q+;>3*yDM0*f6!y@sz>ukd!(Ytmql845aR*hYv;
z3&^@FSA=T|%rP*5oPZ0^j=cBX6|(<#ne-i5V&A!Q0M)claYu_*VxLkOsl?xN3z_LI
zJ<sc0TB89{Z$Q~BNr8{-5l@qFgD?XSKF(lt_Jm*g-&i|rkk%rXWT<J1ZHaY+c~a?^
z+F{n7CIRjIpO!5v?Y*kU8iMxd=~n7k>=E(O>xa!h%||gFVjqbM+pJq+tw=Da=oO4g
z(^f@0C+w_5Q#h~+SO8(-^KAIXrYMkrKUUa9xRr(n8(=EY?+f^03c9w5v%b+#*KW)N
z#TZjFaT+GxiiY~hIFP1N2S=dg?sWEgTpiy}buVf>9%rT8x4*XL?i(CUX*pxO-MfpH
zultd851#L_JaPSD`BD70e?)oVm;IUjc|%_~0C!LWa>4(o0Oc04qtNfHC)6G?qWn|G
ztw^9kl%X}m?;K&Vd&B-f8cL-TXk)Yro>-5L09=>?urdS;QBl)D)v?H6_-t_rE?`H8
zK1rcKa1c-cA?j?f>4dEol2oyY80so1q1a7{xdR!da7#5-rqsb##exZwDW<#wsG=lN
z(+11QdmSx(mVQ<Ry1)Cge!jABwKIiyK%Sfo+m|{>+9o~AMT_RtlvkKAHO~B+9MT9+
zo1yrkir_W|PK#Ul>H)2MxVW73sX1%TBF6S1UQLk+0r?fozrD#Ve1MMK=M&SGUNs0s
z^%hqO|Jab#2#eaXB)agQqSmepk$u#(#PoGz>itfXSCb~=rf4^+e%kjc`jmYw>}Z%v
z?E($~+&4I=@X+*@dTmn2&Z}OMVWORxVX9@RYuzy8Gy0!=&p0pCa##7z3h@|BnN9F%
ze##yYB>}vtCR71x+2xC=MIJcTZ(clisp_$ZM^0TIKk;EM2YngKV!-I00&)S5qzy+z
z$}OF7z*fsT;^LE8D*{XsG`f}nADduliu^^$Ye}SGFmJz+Ci);1_(u_8H08iOJ;kk5
zgi(InXxQpQGx?^F1@umskRn}GJ=|tc0z&Y|#DF51QM3TsAf7-$Br?4&4MF^MeY}7B
zYptp~e<Yk{_vilU7+c@xD-&xsk2iSAtZmozs+kko@BWBvdJ?{WNBQ|7@sv&O7B+*4
z^q$imTqg410%fm-u3Tt!_gpli$VvsAorAn&0ozq9Uo6@9(bH2uPJLn_{E4d^dPGs6
zYyv-l2qmh;lO*3MANlP`=w$K1$>0JPpg)fNn0>bNq0xd67R8Sjq*qtJP{00^T82F{
z&AS8gpZ2lWCCvxZ7u2QK7ult6-sv+I;Q(XL!o?Gq-q1XKnSr7KP&gwmOCh+cOnLLY
zTvcc11P>{;807%N^U0WHpeP`cgOUs!i)1X~ST+%c=n+I9qP|z`Uy-(Fm$n1H*}A0+
zD;Ef|y56zc2d#VIk42bh!Ni9e>4goF-HRT9#Af13Ez&{A5-0!=t5MjMG$ih0O&A9y
zNp&_@VJMNvF^Uw-%*6wLkHM_oxf(hwQ&wwi?bX$}T^n0SzprZUIQk6c%NyH!`ngZG
zz*|SYHbS?T-0m9rWbWVG^p72HVDO!+O&;rw<X)ftokhH#ms17{_B#Mg3*hgvam3R4
zPAPWzmyR3K?M*I26n3c}={#oOIO5z1$sn<5NeS=~znsHboN;F_5f?AL1Gwa23DBqy
zIniJbysUyltiIG4Pgw*Osjz;H<dcxB5(A@5`;3sqfU=r1Qc`9W8dlH`iOrahqGUCD
zS}_qaz#+tU2465Hbht(H2|!`$of)-v{DChF;vSK8>CDg0nOB0d#`I~KQkO(&Y4)e6
z2LUFT;L(})1#&)1wsfFrPx%G3RHsZ{X-+=k;+Vc7tN=h;lxn$!w2Q2<)Qc2}O1dRz
z%Q>Yn+v-7#^WbP1(YAz0X2Yi5N4<w-`W>HU(j9Pl?>ue~*Q3XKU4dnIcRGNP;wFBI
z9snLUsU#;j!e1%S5~N|h;9>K6kJ%Jei&)-^=QCIg3Hbzc8DaxWG1Jr%MXCZ15Xl7(
zSc)Jd@%W5Ked1{94Ju|fQ=7J4OHUzp@yA55l6Fp*4tqHr0#u9bz&J+%+<H-CCT-dw
zSn-NMW6(PsNs-2x0LrkO!Y7Q_Xqa-a*X+dMQi@MNH6<Vy&k{?f7M`}L9vG1$6Op6Q
zQA+MeCK=LcTfiH{O>oSsp+J@2Y#8uQtj6am@-(YcWhoZkJVdrdEhJDwC^WW8ZxN6H
zBIDS&2c8|k@e@}QpjIP@tsvYPXbm|eOW?$j{w7}c^GzCWw*AJ|VJYp=@SoMOoeu+U
zHCo@j#anL2<eu|y<2jxkp0+Ky?>8$SPub50{9UhxH=dOZG2kPcfk!3<I=t)yFF)dc
zhn5+`d3b!H@y}ies(6G;<}21d7@?+ABN<@iA2>{*1;O_`;7fZrl&+T}-sDHSrG%QB
zg!t8^30Iv1q2W?dwiVVE234L)27v6+S*2C%b5Jy@w2yVlwJ&*!z2@wafL$Z&l357k
z;TXfkodneh7NTwhC=iQK$hgNGyn&8hcjuNU2?I~d=ZwL+^YV<v!24pEfJioAm=!2y
zj`yrpi4&U-EGSNVI#p}axJx+EIMz5l!*Z86ZX3D9sV3L)WT`9#BXM*DWgK{iE)3%+
zBNT56cIvUD4R{q+WKt=enUw)hrbNj)LYla3Zori8rv1$JBSDnGWOD?;aWl5(JzvYc
z{;~QV7k%_EK3kehZqpg0bG*$~$J3u8!oGuNL4muUre?aI{Qeuuj_7qG?g#09-5<}@
z_^W+7+wV`s-Y-KyGT?sZ=z1bvEgFnCOU8KL5mD;E^u;O~0u1$k&#^h<=1DQ9MOehQ
z#8ivlZ!KsB{IK??2sJ}i10K$pN*XdYHepSR>0M(I>6L9|!axfayO&k6P*wtJmWvP&
z$)yVW%$z4(ZU#;~#7*@N32$!vx5s}v%pZpxoj;{6#l7!VUunHSkYzz&TmZqi6d+I$
zQbq>Ra35a16!9RvFfzBQ(>c$OL-F{Ucgp`NniQ)I2%3qC#4hg?TUf|Y%dreo#mdpy
z!Z@9)>7c(mX|mzk+8NuoFg~^FHlx+Ci&l)SC~9q(CiaYh5tV@xk%2n}YLbnyz{@|&
zPZKz+PL_nWXup@lHZo&ppSQl1atHT0_*ns*3s6>+#N(c>iLZ%^@U8l)5>!CnS+!v8
zPSUHgTBM()ovU-*h-crK`Sn`W{?ps``T~w~m$lcL$rPZR-3iDh3l!j!^#UVG@$umV
z#C_mQgbQnIM!#uWj1^ze*p@n>a%x$q010p#xL}_WGqM?l$D?s!8yiRoeLtxY(@vK(
zR<;>wt94J8bgoSEGRK&{l$fnelZ}I_MHyw_Q|~STWK~f&zW9=;bheZQ5R4q%h}G&!
zhO5)}xjYr$?AL2>7zVzd#`nYM|J;jthCZq7w*Rvg`z3CZ-Qo6<*S*>^;pv1|yX*OH
z>knuA(Gl*Z2T34<-R`?KkL6D9i%fRs{!Vq|!sb}tyvxgU_fi|ps3g9_sD9~Q?Q<{$
zM798cju}8{Qh*~lIjf_WLIjsAObMCUc}7lIPeogJycgCO7Dw=4)R^JSvP3V88faM(
zSu)jvi)x&xH8dtNr3p0feAyYfGTr<AZ5K_XU2q2(cd8B<k1R~|PrP3J?IpSHvHPtA
z<;^Xgsk#vRrajc`zFjN5%N%U2OZ`7vx7}Ost?#6dh!5+J)4*xKY1n_|*WOn;KRKF2
zlVwiqAQMM0U?T$XyBfnRR3^PG(mq}~Nu=%bg0Gtnl#4*(Y`XMn?Z=9I+d}ItmC)%j
zQIQ#KqPrJ$wn{1&XLQ_4Hs~vCdm9%iB{&lADCWv`(3C(XOxYQeID;^zHZbXEw~f1;
zz6TeMzK*-Y(C~Vri`m-TYPFxI%=LMsw><q%aVP0FI=#^HDe60HR<rr&mpRI41}ph<
zhHv+;yT8pyf5h$2ielYsWbk<277Pu#!wEtL|K%IR<LN(OULk>^5;7yqxm3f%)dZ$_
zYlK3yM>^H1)g^&9at&Y@xELH7-zXcL5Mgq;oV_afoR0T{NaQ=a6IG*IwgOivzv6#*
z*YquOR`gb&8q*PFBFr+(qRiUP0*{qqi&ij5*UD7LqJsn0`U?v1DiRcj>kNO1NFtOl
z>(9%t>5m?dc_8mHc1>mAE3XzqOMX(~WN)sn5|aHW*d$2$WixrS78CF+(xop%rYKYK
zTsK%lC5n){YQV0wg}``T2-q-8%TD}Olcs#;CL$F2bY?ZEjN^f#ACG}N>#Xv+<aQ=(
zlXuZ}P&SXFo76~E4k=A?c;vB@e@Z{nzxBab>kprM0++0of#!m3OOQw<!97zek{N{N
zV~tGwA_GdAg;4i7w9JZ4bplp3_bFTD5mfjRk+mm{L}OLD>QRCqEr+!X(6vTupbOTK
z*bQ;~llaG-Hx2f+7}Z)1U9J~7aoc6XU7z&Wq{vB|#H^Aco}dpi;gg^*g8=;HG^E<4
z!EoHt(mT1Q=u;H^^~b>q)mfmjcEj}K(wI^Jw*7*At}^!58exT)LRaczEXmczeshM^
zTJOZ<NLvHf<B)chkt)Wdv8<AJk`U;I2<av?gLFu=Q#h2K#Fd`!sdMG8-VuHt8x1pe
zhzhUA4PPaEC^Dnk@w>hPKPqW<;Jk*_0Vt7|z-hw~;2ALGdM$YPX;?^E$d@bn)M@{?
z(<7r*144&-w-~kQ&T=+8`~HJz-7xxhd~$L`U>^qmclP!%Ghqr7(NzT?+5nYOG{rK~
zY^p&dv9710$Q~WDMwEIK*inh2=y8$U1#3f2{C-GG`+Un2vk$<T3secOd^!fYNoH#E
z$ru{giHVr(OCIaQxhfW}!qM$5*-FqJbJ$MIT}P@jL#Yn}VnE}JO~|sZGDWLVk~r->
zJ4$BIPOU01#G!%VJR%}wz=VpXFem(^J$d5B9qV*PxBa=SY}YRC2WYpUZFgeI(48Om
z2ZFwbl*z>EM-tvX?iO*Q3VyclIJD@BSl0Pv<@tmx<H}hqUL(cXw7lf9-C!*QwYL)9
zTJ8Yau+ssn!0CNJMk!y=L21SC@k1$7%o$LnB0mzXxD-?NY$wL{%yA#}#`BA?PV^`3
z8>K7Zz8)rdFvoCeV$W$5uS~~&fM17y)GOIG$~v!sz&Q2I@9}WUIBdMP``+24{oFSg
zR5MY#ZORUh;xYLIuT;k6`AU%r8}Wn}EkEw@)uR=MF-{~AU;?9k7ZI|eK}uY_*y+ve
zFGDP&7I)S~v`aBrB|yfS5fDg)KeEa(=^Eif;S7xihqIa@p}ad!fFyGEip)C8?!!Cm
zJv-lJg#X=$9?#Kp|6UKEc(mTnsI-5z=Ih(LIX`L1OS`&XwEf4DxyM7_<L%Sd+dT8V
zJw6Z4kJS?5RBArh4l^pl288uXW)lA0Az>AXTb4;aVx_@^)s?v%9;+}_YnW$cZcRub
zp0T8zf7mB~@s9su#fvZ2vk$*$uS(xPtf^-@j3%M;X-|^W3M7@DD0E%9_T&gH*!jRP
zWLvlDZKG2W_)`d@W<a9yDeMuqSjvbZ7img#KWj(YQHAhrLvZI{0Kc%{P)d2sHKM`t
zd-!^p-fAz)!;Dn;JPq{SaA|y>KKIcxaXZ{*^6$ENvuO-gV!wyA==)dcCFqx@Yu)=5
z==>k@^gIL~Fb?3aF3D&-HJhS6<w_DrM;={?*o|^gsz@X8FdMowGDl+Itbja=Eib*V
zpI{wVU^_V?1*-)y=Ac?!-*cg-a+i&605e<YvLR-lzboaPXDctA-l1*0_Ydla@4P8d
z0<DLugE-4)fTU9=4XQ)BO97NTm;`{dgm%|I40fW~Tdfj^hM(rct1uPkY@c?A{Ru2t
z6*mt{jkhO!eeal&u5rbOH~r<#a54K7Fut@gS;Dt?1;r%GmVN!Zurr>0{S_RU|7ax2
zc%70gDRN|(eI}RB<+wJTpPd{9*2u0<Ip_e49H}=VjUwj6p|HaL6h=!hfEPGmAB2>I
zN6D>bYK8fir0-`xG3lrsmB^S*-@*8obzx`0S5{it0S#(uZ#R_GG_&>M%IT`REQ*#D
z*DDi(IF~q)qn}U|ghs(3=RHD7h(0H&Jro(GK)mo5FC6D5=Djj6e)O<K@=pqa*ly~R
z`v(PnTEn~CQwS9yiV-D4Tgs<FnN0@NGM&lF7zUmTixp&p@mk24m#qXTj#na*QMLXJ
zP_Zgnh;r%C%8XNlHs+Dgwlo#l4zA4f$<LcyNxN+8uUOFB*`dqlT9M<eSfDt}P)yl@
zdz7{r6-9HVInktP&;Z>?MJnPPLP$YAuR<7Ry_Om_qOA3)JPUfud{iIk3K-L|F-a^q
zL|_B(tPc2dK61XP5!QRekQp@7pr(xC8-+CT^w7LYWHls4e+-P+;JeavWMY-veC{?j
zR9quCQqhDIAEjTXUH`#LQ)(At7m_%=Km5)kjOxzZuj3zX7_3)H8dRmSyULKJ;v`He
z%Bsb`R^XY!GiICKR_*3YFIAL@0UHJsr~w*SF+fC(ppu|^PKH5l0J_YXDpk7xWQGmH
z6snxtIVm$^Yr?*GxHBsxuoC4>jg_l~tl(nZqOl2<%wj;hoS>!vv|<1P9usX!)1E|G
z4;sQ%C<$Oh*!_|X2Jo-@4A0Is6ZtOY+%v)5eOspjv=%<C@Z%nY{VYi3W3wTP(m&z%
zbKq)9k3O;P0o2|erb5Xa18zN2S#TGgg1B$b?k%&0h2_-o$IhTZB_aL9Rv);u6l^Fd
zjduZgN|{dgg4H~dqA+c18o*cM_Ch-dxGW(uoZ(V22lTFvf&25|QiB5rpQ(M1ltuT$
zb})OKcTo5HA;WhrweRbrIt3#iWYUU!C#BwRb8ng*gr?m%RoTppKb<a>aH3LR22O%X
zu|-AXm?JfdT$HB5gAQ;>GOGv@RTr}YAt?ofSk-~awF=h4QGi=syF~Yw%@VX0ii3GG
za9P;=2Rr&indbdeNt3w%yF2Qy7^O1+Det*SIh~t;CbO$*0Nx*F2-3-0glES7GG^3j
zAOt`#^%uGVA`FB1BBij@p{GrFIBHeO&`BG^%9L}eQmbV_bQ9=gO)V@VO;K#BR2Ve~
zG%x@20?;PRNgFT|Tb7S6K5ZyJ#jRKufDloPHH?9q$##y#e}7jv0BmUc!2(uXN+T}>
zm<7E*H9X*L#NoN>Vw|xXRok?9;o`$jO?RqXEqFhr<ATH3VRMG}pArPZjIgXRFBP^_
zg;L+iJew@DOskBuoTEO-=Dy;_Bd#7CbJojMH;Did3RF-_1ripW1dI6SyPl9-mFHK|
z7yFPRgGeVd;=3t<%`u2k!i?De?mv`0kChx~WS?vm*KeYOA1@FU8xYE`;FR&EO&FXJ
zD>DKfBhHRsJMOyQHK=PHfXC;>v|oSo{(0RazS6v33HFch7l=CyeXU$QoclS}@i`6L
zJ*@1H{2}*4LN}iCtN9ZBY%bZEa0ha`Ohjg-_H34gt|?KfYuTaMwK;C(!gs(pav*yK
za~2t;K~2p$=uJm~&yAkKbufN)=6?RsUy01O7OuN7qA~4dSth$qrwa|LOk9>Tlp^3|
z5(yGSKI(qrPkNj`)5fp*Ci`~tA=Yy}I^R(2y^Y-^Z^4{thNt7fxxMm99nM}|-ZEZN
zo~e|wLF@yZX)MI^$a}bJnTUgM<dn7%xjg>znK*2HuO(zuKRb^Q1A{P)`%Y9Gq8N{m
zsAb?(LDeLwIZ%Vj?wlPOK6AX`e1dx6^V<E!e4n|`T)IXrqEN>mxN98}{&Su9LhQ4a
zhfUd*E+)ny?m_*DS~xX<qMB;iWLxEKHHPvd8<@>>3hitIO;k;!-J?x}&-sJoXqmeP
zwpF{X9CgN~&M!}S+rs4>`VAz{;SDc$f#|paN)m*7g$B_pD3ms5eiT79O<uW;7@aIM
zlr*LTz1gzTI3xP&>|{Avj6o_>XpAAb5wKIHn}ih$;I_<d$xSn?|C{=#e1+><Io)<e
zVLk@GiAoD97$GD2u=%jrN@)#2TgcOCD4CJ>Hig!$DS|Ry*kTXWDT}fsO|<^m&rU<>
z`(A18|DyIev4c_Pkxlezo11^D_X@T57Je_^cuN0hWtaD*V(TJ&UX{J+IJ*viU(>cb
zme21^;CB=Fxk2t|$^7?|=vxp6Yy2mHH^6VS8Tyqgqcq?p^R)_z#Ts^PYn6M2U%Yi5
z{seCcO@pS90~!NIo5?LB$js$DhAo$|os4hW-VI&Y%hBJ=tub=P+ys5Paydh)@O$oq
znP}3>g1%fyt3D<`W{qKyn~6bD`|x*2sHktaVW>l{dEqtUo7A}aUV0c^43i}%VA6v1
zci^B{&h}qI!Db!e?9*rHo=WvKT>JEC!9g%Cx)X;2L-Ilc^4&negD8xA)OoO!Q5KKr
z1?im0AE-o53M*jE=;o}ZjvATMAF0)YAIe}MV7H$c83{(-RZwzP_{yY&qFajRnbebJ
zXQWAEB$xJtB%hWK_|g`8(PE{TQnAkd$*ue-sI7q(5MT+M_UdI2rb(E=0uSk98EO#z
z5IRET?b#K;e<h?N&qM=4LNU1vyWS4y>n>N@spInTH;kSt2aA`<_T81{4G;Amt6kT|
zc%E!}1TC>&Us2?9CLzsZG|}vPJ1=%O<*8ihj-sU0VROc(aaKtBcmC*d#Xv^NP3BI_
zZ(??obK%V&4y8MUTM(8iVxj&Pe;ckMby`)D9hKuhXu=R&aTcHdNSP0v%aG(w%9#tn
zpiGWU%5daHmN2g`M`4ON^FAfgB#oMee_%xm3lF2dDFZ7DB@ee-T|Ps@IM+1iQnye)
zQ^!^xn`*}HKW~v;`@YMLfgibQzJ%Z}+OylWzbS2a&KZncMRu$t;@}8UjN6_-dyCK8
z5YYL~q2_(?j3BpNdcQXfbI`1TPH80J$?MCv&Y7QP<U|9-SA-@=S*=S(ea0OfD|&@B
z!+6yqJej@nP)Qzf5*;|Gk);G0UY?(;QEb?Pt}hvi^JbogS*kI??KyV9(T{C5L})w8
zG(MH+F4h^25U(Jn1Upx(v0+Rc;c&6=`qGW-LO2g0GOMmzq;kd{ozRU}c_Nj9s^4a^
zm&={#71+q%80fWG-{51?2zouRc}4z#n9uOystkusp%9VxDfJ(KrX}T5QptGGGieNN
zoHQn)#7~^PXn2GRD@oB8v(j6V|M<EPrI*K1XD0Bwe0_7ieZNVc`)<&)V7~FBY^!d;
z|8A(VJbtH^??wGtHGTztYXi5#+Tv(2vYTM!)q1$P67A1r{n>5}`)IG}^|Vo32*Lw~
zqtSP3ay(Z@QHB=4w=m|r`atOw@M+kK@b#&;BaQt4mXyD<HUdcY>7op~2h8EZeJL$6
zy%J14fZZ*XU6EgsIk3v297z^K_AS2HGv2OMa~tS<6uLfT;>ON;LSG=pTDBITxrgyn
z-XcDGxq7?TcWLPsIGhey&{_zOA~UKvs8+GB_TUx;=02Mp{RCKH@GG(Eya(NvE-n!s
zS(bupkFc^1DRFgLEKNo>J6Hmyib~H+X$9nlTN_`O%=K;To&2-@oEQLRy+{^7mcRv)
zY!aTuQfAS$Rv0FqnJDR2ac&fzrG>3JS>HHpVLNVt>B8HFAPJjb$)Ttc9W6sSTMu8+
zKZz@dtpD;}^P2kdjqu}me>wb8!{@AE(cN`>__|`=Zt$hPwN^bV4nO08t9_2uiI9}0
z%o)zFM8rv9G{q>MQ(949`5P0!2?Wa?%K-1LR+ufLdXk;<P+TP*OCq`>%H-Bv)Miwu
z!LEW)Rox<sM0Rf1Hj89-j<%KtCGA>mBQ_{TYu@~e^HfxZQkL*XU$ss)UMTqDz&}({
zRHy`jtBd|($B5;w7_n_$!IdK~XEl8RIe}SJF=ty;$+QN(1%n6;fHfJ#<OE3_H*?mq
zWiQnzSNpOto6M5sE?^|cs%f%iu5hI;kzvR(4Pb<kILNJAs8p*`0U0}G&5|K2b>hOc
z^GL*w7XvH`+5{I60LJrU6xiveSEKIs(^HmMZPzX28vJqV(#`$Dh}s<Pw?mr0ctVpZ
z>vBniJK%z~z1`8v2UuapFfkq{sNzPGdx;m=Y7Jt&3i8*kSyPx@Kbgz{1IjrQGUkkY
zn=*JEfb_#Ps$l-GDS%wsD!5}}2xf~Y8WTwx5u?*Z804`0uzH6p{rIMQFs}ZGh3)A2
z?G5{W6K;HWG7abN>t+D^aXioG3(ZZkockyKPgj5F2P%e2Yc_CmxV|SE#@ob5dQUoj
zgjWI5qVlBj<w_@AFE_h*eztbitu^)i(;RN1c6I%1?dsfIE%jQ7e*R;}7vzhymv(&1
zC0}-KNLeSk4*d(q8Q0cf#-&L-|2p4IA(quR-;}p(3eU`m^`@aO1*%*bXaDeR%*ioY
z`a`KF@hkRYSw&T`v&v)fv@5oY{iWah4+3i{3N{1%sW~b))bH$BOO7Zf$$0j!S=)y7
zih%@X2yR$!xE<_Ifpl)-50|gical-Dxgo3#`zFESwq5YxG^f_&G<Yt&cCQ}ff|%V{
z8&wl)sGeLlvu<9T$k@WrAkCDhlF&Q8Bwf;|^3+_BILTRNG))!uVyEy4eTuM9oNG$z
zNw{Y1k=bZM?R;}&poE}_y$D5V7g;JFLC+kHN#;)J4CWp*Dtby=dQxs_$Fkr!TSVUi
zqMO-?IWDSv)ChfAv<M5sXdLbnLat1)F}Q$;nOh`S*>>ZsccXj19eBK;i>N7r?A4Pz
zx;52hjNd=ZV+r)4bL05)f3T8+xqROd8D3*@PK99%sH!pvsSVZgj&2VMs{%tL+1q0L
zcMzf+icASda;z)|Q)akTyWS=qhq1nBIl0l%RBUyciHOcSZWn#A^zq3naWlkv<1xn3
zR#51F@?T^~4)Z35^)%Vdt}&_wZ~s79+g*AJy9PJ!e@mIZPw2Vp^fcXs`Mn<E>2;2u
zePUnQ;du{V2P|9y7FY6z=k3}n<qZV=$sm0~qyj12!hb~W=U>u3!oAYH+C4%4(4M+7
zy;1z9c%!9S+c%|Q-9M^Z-=)ew=aK!z=HC4yysbH|xmup)&+)zgu07`IKXeNP@iyjT
z9jIWZ5~4WfIE1rrGuHoxZ<=evd`BdRNB^7MbHZwot6AQn@t10Y%QiVp{$|z!GtMfP
zQvKq%#W#^<vE^JIsO8B3gL#Ak?nv3gD&0sK@gO;mfJ`sCgMsiGgQXysBaGf?Cw}@~
zW5$pwfO65uONBhR2;HnAC=+1BEQ%_l5ULDLF3PZ`GS@9Ow?%)ZjiGUxz2}IFQLNEO
za^0d6SxVroQ!RrDdU~CYcofA7uqey`!UW5L%V21lA|-P+u*ms(M0yTgJMAjFv0X6I
z|K*YxTH^i)JiY(@v+1}V$~O0Bhs*8qe(bgVo>_kXTAX~>{~%Y{J`cc>o$j7=74UN^
zw!BR44Hf$@Mx$bM<)J_00fPNME7J1xRij{8rG<5An}0~$>O_++|B#07kZ*f4myhCB
z&=v*cV`0=U8+N%zm_`^Em=+YxE1h`+^Y-vo`N{cD|5iTH$?|5-tw2w^L_f>Eqq~4F
zgR_FWaCO`D-q?pQo5(TKG1W0TiNVl_X(|r55nmW+Y|hKM;OUB3nXp(bv@&`bo@s)i
z9?ECpW$34|U4TbMoV)RWCJYrg69-3T51NFmrnxE&`Bmx=B?Wqxva}?QtW_^>D*Mos
zIs&RBjp%oiJj3&>IsWxq!Ih>H<xVS+{~w&aW2`Mvx3GD(ZQHhO`)u2`ZQHhO+qP}n
zI@`V9d;3dn=j%>)di@x)MkQ-jYSv1vnW{0L$1Gj)@puF3ZuCjTPm{%k815fR<1KTC
zlM*CHjg{_5YcD6(&ul{N&E_N8kIrgFIhL-^&CWZGTlQgdB0G?!&alz-j&=@6Ymfc=
z)TOK9?IgY5di#+LcTN>|DM1%+72OKlGL(0fcNbf{L<Yo4_)fb~3cV)JqQ<H9YcE-s
z?c3UO`Z3dGYfNt^uVIqu>qnuDWKFV-WTygMLh-Hft=#(=l|-;lnsd-A=``|})|cr4
z+6&%2Nnn(9mH-u&KVfqM1b~EthA9G%vk~;<0|iowOhoz2k`drS5qmuG-^6r<m~aRh
z$qLf=-|A+Bs_^mzr(qe;j)Rh?Z~t&gpTPC_^5T=K!Uc)*tfV+M$bx!AvN!Yz240%C
zgtD=|k)ed4qS&Jcl-SE2sWtkJ!bYz7dbzR*TKeJm5KAXf@4bHBBs3r<SwLtrSXVxi
z72B73mRq_?-`kvy>$eXspjukZ@6Q`$*DH;mrxU8#o4&1*`@pdMQT?IMoBQ1!_m^!$
zWRv7R5pRA|R=;)O;e9b3tn{g6$mWajjrA=+{dkWS6=Nx%*b&sd07m~4#;&WO$~U2X
zu}fpN-Oa7t<xQ?J?hT$Xt{tu4%Aaf-owJ;qZlSJ0mvk+ciLsbyk5I#`?2EmuZObjv
z+oW*nN8DObLF*&qh<bCI71*Uem$X36+*SY=_T(OM9nuu5rLkp~<)5We6{Xk9>+Qn~
zJS&}FPLK516eZ=1VG-(lFPo7^)Dq(pG_pdJb1(`zpykB=?if*P1R9X#H{A8CoE?t?
z=onYslQ7y7Jln+5IG2={R^(FIk&-ywd5BID8AAy(I+e&q9(=G3i7kY#Qkpw#p*<14
zk=4HLcvyGKbS%@CCN?+RQX`k|GVQlBsdvbujWla;Q#zrZLww;s_+T$B(}Qrec#O9o
zdxWTe^b_qcIqG!o)tA@KCR|b4kXH>>kvhnp>CTmHyy3j3mTwNUop?OjzJ@U<c}kf)
zSk^=fRDQX!;*En5)ew;bTm#$(V?t@xYFD@0wQ1H`!rk8o*5IAUlBBdEa7F=DQ-W9h
z)I-ve?BsODSU#x^`09$VMYZW``kG-^g_L#WYZN9=Rg2ERt@-#JQ7mH^(K<0ML_i(6
z_7F*qbt7CB<!@>uJ?#|5x$-dT`D(_AWhufaX5tMSR|2H-XZ`Y7pZq9iMiTK9OQm5x
zNsvZ>R?!YDSYM2J?xV1gA34W`7TjNuWY9eB37%e#g8>KnZ0WfR(3P3>Zx`5kVg2{_
zTdVvCPt?bR#j=$sRqh*g&Pgo;lod=`815TkEObg0*OoZtI40SI%I2r$zDu8*CTA!U
zlep-ZX*`sknmaSx<+gRUvhF+d*L8X#GevtvS#JwddsA5*T_s(O>$;%55Z;;A4r?Ns
zRO_n?gO>4W#PL9SZHgQVK^yZF^gEj47R7(>Jfbrqq-$jjTTy}|ne|H_lYl0FEy|~6
z4tMT#M@9~~hL*4+E7;mr)BS6hJg760y|N7~8xgoja`h}=%8;TBiHB0r>`{zg>SEDk
z(Wg-mM7L}ySfc@XhRB9aiffom>+;4Xnq++T^o%<uzc|GdPzuk;nDdbxTIVsoeY<Ql
z+QnK3+9FsH9r27Y82lvcCwy>4{KiC60*YM6CjiHEiu~=_rJ40g8tewAXVFpsx>#?g
z`xZW4JELQ$M!t==%vwB8{pak?*Qzc<*JMwxHoKLjgtf1>t3xq{olmpH<@Z~;oqNdC
zkI|RH+n)OqtfiVAKX@^@2(|ksp)uGnTSw$Zx|B2zoRbeb6s^o0Q;{#68iUY@A|`bX
z0HQ+GxGIfk+A5WZcT}>aHtpzZ>5(-Q7v@s1$ZBL@3k$WhH3FQH&GPN0?2PvZbnzt>
zNJJJC`l~?zkE+mZUEVR){!x0<u);Q5`zfD!S=3F}4a1k9>{cX8_V#}AL3G*$Uq-|~
zQyg-9l5(GEJ1sx*_Vko870Hwv&a144u@c_!2%;%L<ynSSgQL!y-TJ$X4c#MVY%uY^
z_xad#PVs3o(QMFp{9u@ZnZRetJSpMUpA|xU3v3!mi*T3DX=FwQ`Uuv=kd)4i)Srq5
z<MjZ0xFmncf7?RMvpnk@(N`OF76&QI*`fZVY=C(aYw3s(*?(>1UyGU0D|bqE%45nm
zmrs|_mJt;`mLr#CE^x{V9xsA44pjqVNbZ9aBe%5C!vn@Fg(;}<eZYDXWACp&-F2)^
z=^lXZ0lty9?!6RLNfX~{oDbJK?lCv0X4$cFPprH)phgr47v@-wM$3FUJftSp!2Z@L
zuwR?yk@pr6Ow1GyR9IP=oA3YlJRG55;k7%Y<Oq6`^5VXlI<gkNCPV6gLjnCG)bGY;
zR|>$t=iUc_8t|amuj1Sx{w-z}swQ`r8L{r0$AQh0^j0feFB$f+Zg;6lDGcRILgXx5
zB7id?H%pf(e`c5z79%TGX2=YhZ&@*}zkz_gm0gaC=w~IzB2rA11fs;7Zi$#G|5fV{
z6_=R>R!Qa{GL;z_3X@oJt69f!lZPWb8Qu_L$@(aY@fbW!<~`HgyQh19k$7uHfbuW~
z{9MHPe(En9h9JP*v#7e@V(~;SQ0)P}^6;#Slu+R^lxv174wYNXl>MaIsUIz!A7+kE
zW6N+B%9^g(@NGh8Ol{W?m@w!;pjMvg#By}1$wV`YPXkhcHvk^%kR!P3><uG6+x-b%
zQ&cQ&&(<vAnEaAS(t)=Zj}q5cE?<+=uEDFUJ*ga~EZ6AH&?Vq5@lpIl@)hmE_aXTb
z`xG!{vSbDvy%$C%Y1RN?vq+|-4p)&t<j8@8!mPwMWA>}-f&|ilTskgUCWP6Ih>p<M
zOLrwv6uAumFu@rchq<uM`(r*B7SyjI+=d+uG6C?U<iWII3NJQ(C<mPwpKkxhL>Av9
z13y*vXLaw6V_Sckf4b`cCN*7^+rv5*Y)Mg!f(J^l_b6~_yeA;}&s7Cu%rFI9QIA6O
z*M%oXfy>1?0B{{og6<aurn8P{xkhrlJn4dBCPp#gHXcl!kuLqSH6GX3yr04kiHLL)
z8`!!)unCt8uX&2pu+hMc6ZLwjOfGJIDV&+=NvwNS!$v+^Wpk8>(`41U1m5>3uUrF1
zO|`5CUl~{KJ(X6FJ-8Hq{=ehegXe!|WcS*ZK`oVHcGNvxj;QywQM=Oj54d5H=-uDf
zd41@}Tw^K=bnbc8ZE}n>XW7zBiC{ZP^kG<qduT4;r@%hH&Lxl;I%?F6prAe=wpDoA
z@xAj*^uktulSZI@7kVZMSDT+N7MtAp=uI;H?4?m93S;W)HaX&jnos0gLBoHS?r6q3
zOU_B$z@h6nU-QZBrNKC%QWJj}067)Gdqv=$wIp-rJCeSA!F*LjEuV+=zX5#(zEnp|
z0rtK39sJmp{NpyxA<8&tj~*jfD-^`lpxd<@PL$AXp>ClQ>F*eX+%h3D-AwB1VeF6`
z7a1a_Cwd6=b^8{>Gr$`+(Xp5qz_Ka4Is21%kBu#cn<Hj0c24?nUpVDfFS)OraXl1f
zgmq8#6&41eZQ+VZNV9l2-wot89#8Xc8;KN<ArBS774iPu6G{4F7xqTw&f^`njpZct
zsV;IpkPJ@<+an@}5KEW@Yu@90_)hpIey7hsZELY^YkAu(j&E(l=zRq~Ko^7})Q`t+
zP0B%7WG^GuUr6Ixt!yp?a2j{a(V4HWBnNtL4h^v^7Is42Xb00R(fJPfuHKjG?%-8m
zwEat^QEn8izMd7s#bvS<Ro>hQ%w9h#*DQVZ{ntJtCjN-y8s+)fKLfYOxq9kH=hCH7
z51wU4(0Q!#X1j%!61im@Ii{GR2@2jQI1)Qinsu5DL5BBN9Y&=S!-<x9;~BGCz;w)k
zk!Nz;iI!%urAc~o!NputLlk&JdL^KS{=fDFeBdSgS+-EvX`6&J4Am%^GiUfTA7!VQ
zZ!bSN?m8om%;w5wFzrlqbtoD$F>P{hA2yQ2x%_3Zq@IvLrj}<8440DEYcu>P`C}dG
z<-$3C`9ab#kX&^r{3H1Rkitmr*VahWW-e!;j4s+2<}g5n!L?dSQ{*oht-&HkGx;m)
zZr|zeHpn!|TeHa`yVCSacBsD>;e8m}i5M<~Qgvlbcy6V^ewypdzN&hk8%p(J<(H4u
za_bk!WOBYbk`gs~$`mb*Khdfhpf=a)*guG_pfG5*sA1PFrcC+B{Mh_pr#g~!Ebbmq
zCt4~a8*4t%_y9f?)X(=w>6+`B<DGQpYAF{H@MU6?NGobrcco&}Osj5JF12@a9|xu$
z%sAF>i4D#7UwXFXAwHRs-~e2#QB9G^zLNAgOXK_+X1tCdq0-XA*C!rV;6EtZIrS5p
zdq7x9{^Kr$x`0u(KG_2yFtr-i1>G|h99N(*;tT&libioKIROiPaa}?iywrOuAt-AT
zwxUyW?Sfr!xrF}w`nSF~hg@1|7T%=Hoifu53F-qMt(bTA+6EcM`=)2tJLtOd+vlg<
zZ8ZM`<}&lOc5_aen%#5q;h!#-+~=3g)!@79uKR0jujeT{w3(0>FCH*>Mm*f?-<GqZ
zoCg?(;;B?H1Aqg#qccH_;Ff`?evC+<O~8s@f^SZIOni>T@^lBLSahjQGe4WI&Y9Yt
zIb2qY&(-Ie_l9e~N53m?9Qc}$mr~5e``y>E{-?Nm#b^4<Erz|iC8M1SopW}iORYd8
zbWN2aCbcE9Om>OHAQ(D0kfg=Ouf%oI#VGsydaX%t)wzc4Ty*uX7F2!pdhwcqaKw~;
z(0Au3_ceKHC&$F`CH8Tu?*+LjmU<sydf^sd*HC!vV^S&3F`siHS*%>L%WHz>g7mUY
zW5eu6gNzp2nYCNZkI*A)PKB<E&GJ%pw=^Af?_n}pD(g+;ESgWZ`RBjsaIxHI-F9E4
zpBbtxN3xji$8WAtzC0y2LoZ%eTs?9kx|>R?`2_NDXIT7XqhML;*5pn~?M*K(Z^8QF
zHN_h&3yh0&v-Goc^YrubN0zr8q+K>&TA$*N4T{q^Y3(Hy$@eqSIQ@=tBi^^auknwz
zFSS~^o;8R>C(kOas#F-lm8oET9MB?R@2b&itdt|1hKcd73}QjC0<&Y-2qUy&LGc`f
zQBw%|Mgd9fh*wV4(c_9%1`X~UhqzKQe6O`843Z|i;Nfrh#GVTGGVhm+UaOvX-;uV>
zj|%Iv0D+iw6vtq<nGS4Pr^?fl-bN3#hr6_#-mABmIp@$l9%6@3o~d-6th~8ppi%wZ
zbxlk@vrw8o*aO!b_6O0eJ6w;b$#$22m~8=-q|dC4`FlVnxnb{zKjD1{`9gIkA}tan
zs}(M3NSkr(DXWZ${h2RtH<i?qG3xZ7#+ko%Q@m4aUb_u0NX>*t!fF=D6Gpn%WXACf
zaeb~#N4`MXUltJGi@~%r7M}Rd`5!i)ex~MwH3WN?BnoU73Q7I*)Ly6h-j3OJ8SU=&
z09w_&y^K@`qrY^gaCLNAiynD8Adkc8+P&)_L9&F@hfOt@J}Sj3LQQ1Gv$EYwJtE(C
zs?exwkGf~hmtk8M<^QI;ju5zw83`T<R@twVSuC++U|L7li0al>sIFRGG(UHEcuN(L
zY>LOO8XZ4PXH=B0%tTCG)H63RS5jP}Wso_;J-ZR#?gyMQ)1Bvh`EGbF+_6^>?Rsu6
zj$U?}GBfdnGINSzS_T<Yj~nn0!JvB$gV!;js_CWZjq1^loY0ex$U>j+_QG9}>_bo1
zzpaECNwo}W_}h)@v0`K0df4+yAN-kV@CwnUPiWc6#8v0-v3mJ<Alqf5RPJ46+U8+e
ze!fs%uB@>6XI|6#9sF)q^XooN;%qLK)h<t@(g^Kms8ZCtSW4zJNBy``L7h>?Y~Vye
zN`Hrx$I6wZU)7FY9a2T>8rLax^>3Z`989FHozT4KJ`Gpi(Z;>c3HDS3@ap&8_6fqV
zY5e1hbqgQ_x0zNv4)Y>fP%VPjcHU&b?c?Jikx`_G(x9dla1s-~o16vL`#5+78d-j?
zp$tfN!Oe$ln>{9Ld-A>EW<Mz!IeMAmj^R?0s&DGPW%tz9yNQK=Y8`)xxxZ9hK9D22
zHO3p9J+Br)Z$%xgc;+>B3BpYJPfVGOxrH{3ojqPUr_F;feeCnanOtYdm1EL4LJ4$!
zhVu%_$W0mOg@n-=6|E2T$3ulQ4qo>igO<$=R(#K-%DvWT#bXq7#vT2r*iV@sD}zc7
zE~V%3&DhX^<Z(E;j+=_VIf~AkNizh*rM{%?8;9CA@a2dNTTvY=f_a&%#WK`dpn`!>
zqUhv^7#0U8a{~NIC9_#VNzw9bf<0rX9W+_eoguv9ig~f|LF|$o^ciWjN<DBSjOgU&
z9G50(;qNYePE)h2#g9s#8Z~*z7-`hFW|d~mZF>ui=dY`jQ;xIdK4+cJ?M2HpvB%4P
zmSo<{(c!uV?1a|m9?bR=G&il|X(F;TOATvQHmm34shrAD`OSQlE+UuZr|M-xiBtMg
zL-r!w_h#_)Gb(zqBVJCz&<rRd-*-EPTxzt!)F)Qphxn}Og?^wzpx&>bC8L#GdON^m
zouv#E%SL6CsKKGa;{xyv(!JTMm6~ua3pbu^Jn#Wm{XpPFpy^A0MuZWH;&8HA#FP3A
z`2JPb;YN=WBl9EOlI-tvghp{!pjN<v+rmlkF1>;~#y~#o$DhQzP_-_M#5-9jsM$YY
zUzAu>wAuB^0HxWh5C;ruL$Y42hqo!r)!Lh#&X(-Cm0nN!A6#gBqO=`2lTsnKZQf@+
z>M{^EyMff3vpM-8T&;z`nvQ^z*+v8Ms5c+sy9c5gkNR4rL4};KVl40{uyGL0!j1Rn
zOk{{#D&h82Bqt87pJsIuQIWT6W!{L9z_9OqSlEZ4rcvu;poOF2&~PJmS5LsNVDyW`
z_YwhG@ovQR6buRQNFFLU+3ad0y-^)v+qDrE<_CYp$YT1iWZK~}w0|}Al&vyKH_$3_
zuRSM-da}E=SOoNecVm7rf`2tYK;;FSWCj`4rqHDjK!k*s636~#6+qS1+rv!t+S$}q
ztpA<e_G941Z<G3)w)Ob(7VEm9k$a-$bCT|wGxvJfW1i~VLPPcn`@Ca+wZvq)>&!%f
zy$<C{*5CEd&XxR|J`61^7+DwvLJB!pi6ls(Eavov`SkU=<@FkLMXwR(qhkEK1zwaz
z)}Qgsh8+ZDYDy*88eF_X$IO0C;bh`3Ri&mpEUVV7l4V0RIV9HF=4I_fw5<rnn%X;i
zlH#Q~K=Zu08D)0lX#%ZrP6s?4ab)uFMe`Y^7mRwjR;7;6>b~<4=|1Y4$+5~anOV07
z+!uyN6mR7F@$?hQ6X15_P6=M&>p6l`8f*V-zCCg=#}Fii6Jc%z!ESU*h@Y~C6bjJ(
zYh7+kTEvwmw-SOq#)MhF&fx`hA*63|kYL9MV8F|<KdWEoW9MU8I>;YXHv}|FDoK@M
z1m$9Jd}7V0Qz&^zN+`IQM578w@X!qBs#Wry+saDi0@%GH6}~1;VZph_W$1hR=$HLo
zdK=E9yO5614y1b_u#P|n#6lmD(z|D1CRB5*AtIbFp>6GAy>>gOkss!+qg*(n%7eGq
zRybYS6}W2cCa0O@Ba;)U(W`Kne4jm7Rq50QV(pT2hjT?}z(hc-LmC}mxg-0!s#Bw<
z1FS%A6MOkTB`Pb9UOjR+07N)V1k~#MFhZxsfKFgY@e!~vU5X+Cr*#GFo!71|o3{5s
z<M;y!Kb$Y4phAeEdcbTEhvez|S*Kg);IbuZ2{h!iBq^M*NL&`m&Xw7cXkRNnzRKE_
z<mVP@k`*~vi1Fm+6(*E5(F20QvJ?_DFsN24HcAgBR2GS`s<QN@;EE)=ImJ^;vh^jL
zOk0mtjayR3w-k|E$qUX8kj9-&gBvG4q&V`98Hqw1h5b|NFgA`y>`ON~g<C~cXt;B^
zLvrz@O}=xj1=b6&kH+^n=WG`O_j%8ruXRtw84GTt0W+;FO3;gkik!P00Gp)c=Havs
z$m-)0Dl0}NSrky9D~%(4V_ZI5i3*^0x<swZ(AW@CN{$!iJLyC@BBxwZS-7Vvp`1#<
zI!3L9ZiYP=QyW=)TUyYkEpYVYGv9Z)Peg!l4#`54#gJ>{OD@=Pw@jWwV<6ea9ldcH
zCMWJ<DvS+>9dB{i5Wz-BH;yaxL?QZ=dN)Vqi2jS}N0#&o@cj)`lqrRopg$h8WA-VD
zGa)gS^;guGZ(FQ)fPo;`5F>wl7E04)BT^Tz$n$^K2kBlr-6@=chJx_rUR%0=)9v{f
z0D!J0YTlpj&!Rabk7YWyb#lRaz<f3etl<1C%GdUnIsSX01NTUl=?o;eWXftUw|MFL
zUEgIoHY@fLDBFpbPUQJM2TXMc7#pJ^d6Cgx?#wzXwbQ6>(rmjIe6h~N)_liLVr=wd
z!lCH34C5fKJ~5hOod-G4ETD0{PAI3Rx)l&Z#1)at>~TN;Xz<BxYUE2d9fskg1uu_9
z9M{!6O_N8OTB>ag%cSb7I_@@$_9*A(LxDuDl@nyh{iI?Be>b(C&6Sfw-NN1dwcmo&
zYK?uf`S#T2D$vL6*5{tA#oP4Vylu1}-(6&SscKsn>e|Qsq>FEE^?BRRt)#CngBVVU
zF#ac|sZG>|<&;D5VFPj8XL492dQ_F+lc{T<edX)mYXbD~wz_{VkD0vJq&x+WhB&BB
zL!bDH)vK!obhn&h`i8?Gb*p%q39s+++@m@d`i#!9Hlw%U71FlS7W2o%mw$U<Z^7w^
zQ)TPVaKJJ28|kGwA|Yr&k~p_}Qax~3zCquspai0kh;lt~If4A2<k^6?t-ciFHB54p
zp*i5~k^~WIi{3CDrSNPK3t$3e{E<jd)`kxFd1wEM3Ve77Y5;Aqrp4hKC&OeNp=u}+
z=VUp3le6E)enrb&QPUJX=?E(E8M1lDPNk=*0@upC>U~=JzIu4PLy!Bh4@{X<9Y8kM
zun`ET)Rx%;?M-dLA@w$)3kdWgxfpV2%sG=8v}Y{!0e{9`T9weOaxnhN_pvO4EXyS$
zMm=b6nNO^S=?$2N*O!-OSHnWUtPNO(vVFeX-<OwI-F6PX?rpwY^Z5LOBMuGiP2=1@
zN+BA2pSyGuUA1HTthv}{3g!chCBE|o<4!0+keUlhGHp*F4fbB0Fzd;Ia2vLqA$uV?
z=tRny#<VGVG$&fOEUp{&88R*xq-9*)5C_@4+Yd2vK+>>oiFaO(#<Xu0u$;q+l6WUB
zoZi~|C4u}J%dQ<d2eeTlw}<zKQK*V5qmyTx<1Z;~m~EVGTy5cY5!K~#7kq4Pom_-@
zi+W?dOrY0wg+&#TNn#>Gnw1oqO4KZA`X5AledfdWVn|_|G*fH>tAMBbBZCIjQ$_Vg
z7X;8vSRhU4VH)G?Wem{xDY!&36gw4&S@=n9oBdFIjQpnVo5yQz6QH)VY3;%8#y6?8
z0%c_sUQkO@a_7m;vODZTcngqlV$Q5v{8)_~bQu?c0uaL3hAuDwkm{#i+PweyjZ(7W
zNe*2Lb%h>G*^%2PF}g@3)-Q3+@Zmp8$FbVSv2w-pI>4I~f!(XABVoM7T3>@`Eb7qf
zCs|jMvkOFMpe?2%oYD93?uQs8NpZnF!6~7uK)1D=gp5JR;4B)*dW&QAT(x_@WmJ5A
zcn?a+R%FgGwK}`aFS^vwx|b)TItpRcXe>Iiv_FkaV#(cPOgCj=kL9%b)k=5Gvuy!9
zL<nke&qvocU$1(jaQ@>;_A371@C9`miO<@wLbLOi9W9MtOggtH<-waJa7=PsX1XHz
zN9Yjm5bnXFldn~~6Jo1mBj4K>DzTt=@yi~lMNJ}0a;={dmFm@=m*nrNpss92g*JES
zk_;C#M@35e1~)mb9t+Or{uK7e_m6NcezVG9qrm7>!IKUlFel@HBOqpKMR8qOMUPEG
zPw#2()3Ww42yv_O#qpff@;{@DVk6uNPbokk#?M)a;GWcxpB@5z1O&BQ6{>Q?pCy{O
zA~*p)tK<8FbPt59g;AE#@-~@gHr!xS6Vt!F#R<DgHASIVlrvxk;W_)vM9HY|0Ce9#
zyET2=4R|nUAPk-n_%$9-A)H9Ycx)wA)i+IxNfQUIN9dtc*VLq6o<bs~@2()_EE4nS
z^wza6yYDH~tJd*=_&MJlK)CHWJ@>X+2{+)4`v%!dNedzgQMS-(hgF$2%d|eUbJ?TA
zpzB8!ap3TI!ShQ0tw#6>kc;jCVr~|!`(yd$oo<zqn>t<!*(2w!L@=3*M|os*Z1DFK
zrOFIY;alFMc#X3D4y23%^P(>d97mj2)|@}AbmNRqUHxg`PqsS_E3>=VmEj+F^xd-w
z<Gaw*dqgXQb~WGXQ#9qb#|+YDh=ZT5w;>s_EDjrsr-1dU0##^M)nK3L-1)2#il4Ny
z0t{T`E@gY8B4lh*cY@&uKVkVeL=@zzVI#)<(!-oo$>K;GpudxgTfMoo7Wa7prEdY!
z8Pzb+i+xSr?A=s638)L<6`kj#bF~gNSUcy!gebg_;e_N?uZV<oWvY#85s!v7y->wg
z?EV~-X^WI@k*SlPOQlx}0jldvtV5~sCufGdd7gQhsYJ)O^{b{Jvp;)GcV|cf5dxbe
ziW|%{60F8t;rxat^)Z$!zydM5;PyiT{PI6Uv0GldB902yGTVwezBsejmzPMmUDoqL
za>FZ?Of@{uEw!|`NH)Uk+o@>hF^fJ#g&q9KZrmXQ2&@5*g8YsyNL^;g3=1DQXs5hT
zq7Uq~pSXA=?pcXhXkJza#Id&#u|vUbgd8D92!CsTB$eboF)B8>vz(~+O;Ik5=}8FT
z-~0WwAl`oxyWcm7b01{_&<aV`bcfaY9s$*2`3(3m$Dkj)AH4UO^X0rqnq)M{a|@zW
zS1M{312vR7FUZfBqRQqia|~@-39)Ss?lKzttQ~j3b5Y)GhT#ftM@B|L4Fm6Adtk!N
z$6t~X-^sr$jw32a(r=AGD@vEPv@KVbO_#4ipL;Fb@Ke!WM@N?5W=bAMcUM1$g4klc
z_icfFGy}qEb_0H_+zX(M$%QZ`{)R9n<^SJq?%Sde<9@0MEAZ<I*>hy@qK-3_om#5#
z&+>aBHgTa3Fqi`MfUN<rqtPRDu|nMm_N`mt#ca>aej%Y}a4}+MMBc!42cZJ;0)LGT
zz0NC=1R1&{!`C?XK0#~1jee<7=0)zUh2~|0eZ&g-@?!J(zXBX{#l5EDYdM1M$q)*f
z@_S<LN&l;&Zz2P#8Kle4yq6-19sHOp!0SJ)HLL}ah1f9XPsG~)8n@HIx%vTrhxiAJ
z*o3ObqE{2;E272A_#_kL*?9CL$j&yh(yV@h3>n|aYP->P2v~W@L{feyvNpP7Yi4x)
zc!1*S+iq_bAB~LTqU^){`9&9yWuW-K!>-x>2kctZ+{($=flky)-^p0m*wEI<_<wnT
z8QK2_?HNhWPVe`lzt{1v+aCY`9YeHV5Act)3Sim)-aX_0;7KdF+Zq3tJNZA}V+V6P
zC)?j++1fbC>RTJr$qK2+OUqFSIGF2O(FodF8ObR9PtP(V+plMtjrD(dmKo^(pFGP9
z|M4a3+ld>So0>WO8kzr-|L1tdHctQ5!~Yl0@_&Zp{|eM*{{IKmX8r|g|L3d!uRv`M
zc6yHgF~Zkg?p{kGEw|<GG~Gq1x~?9x3)|;KToPo&MkMg(x`K%QVGx%^^U%|jWkBKZ
z!lprEd3tsLXj|yvoPb0#cT!*s`WOW>QH}2UPEK>`Q<?pdWp86!k!S2hAKCBD{Ozmh
zukEkhd^?_aKEvgTlW!{y7fQ?Jq5yz@IL|<THD#8o|Gs(O)?Mq3$ox#c8)C3}SjyDD
zAxrqc;B7kgPc~Eh-`#tG^nUc-7J{W@HGW)Z`lxZCDpL&oox6De^t68GhR3@ajkF}Y
z4uF0s+g%p-14=!Jmpp8~miryBn|S}4$$LSdym4Boum4>>z2c<pLg~2+u>+@5Ui(Y)
zf~Wr(S45+zCv=ZkW{~9r##g7n{5ZG+{H<I@!h1@j>x0NeV#9!2^b4J}EBVkz#s$Ed
z^2Zs1Y~S;1r;olPM+)&APaJO^XR<@#2A?I?CB#acHT(j)WBP|Jc1M=O&!QFi;HXcL
zwZ9W;_5d+AU?ToY(~o4=Bj}3WSHvC^x}*P0^CElWc(DkKUelpj63~7)J^~>R@_e%%
zkl2o_!+}L&XlHK+Y#;#hFk^pndEfyTM9v9Dvy;|m9Fha!+X8m&HyoP&f>w;}dnFKn
zZpzLi#2(Bk>E~91XcdIxhU+C(S)j~9o+0hc=7u3G65@?92gxExHUjmIVIw9Z+YP?d
zgZGJfG}aI6joBsAN)03KP4xn~x<i~#BswzAmu~ZYnmJk=$MXjmWx{1~pm}Ko?}4Hl
zq}!{#vvm@30Fn+~Uwf33K)sL0xA?TaDEXc7-^iecHd>F)yY$okwG)Bu*JqFDc;kT{
z{1_5t9CK<2vm*Nug>i!5nc*47+4Gr1`UWez{d1Hbv(o2i2k!$@J7`a+_fcGwyd|y@
zFE;)<Mz4G}`oyF&>6`k)#YYK@G#K7XRx9HJNqg7FV#j60zs(EvE0X>O*$MCs^bLI!
zCPW%@cwm+vqkl`gFoU(u$8iGlj`@!3Oxc|2o>F~y{*?K={Olaq9#EMUlsOo<84?P|
zBlSu2qIkn<!a-`m3nE=Q%Qi!q?PqX9()0!U2KP023A~mgd>m)1PhB>Ga!>n=`%L-_
z@d|4MW;vRZXaexm7O@rJu`Ys}53PSaM3<d&J;ys2ds39$b7-TiN%YK6Yy-Ffey!~q
z0(-Onbn6Muoh7q3o(QT8ULVlW&%KMVQ>j8p4Z}GA%ZSd9+0czejrpbk2tS4(nU8I$
z6p`w{VYx@<4s`MTv$~gBHt*Yy05`~?1p;@U2p`iK!W?hH80ZzKC6|&AZN%gr$1R#e
zJR66%4{Zml6lnPSI*>Dywn*xnv?F~-3{H<-*jHe;gzOwVW@{Xzjh-zhb7cCo=1}DT
zd&TauU8ZdPdh2n^{zm48`4xaIpz`FX@s0M|<=fr|&e!iJ+AjKz26`5JG>BlIZ2)9H
zKwKm?jUpwCEy8n{&r(<>xkTA9_M|n#chx0MS|N<+wO^I@VuUA6CbyK;2MD7-fO;Sh
z!xVSKIW4;LV3%Nk#7<kf3U}0`)P^^kKqOrizBdFrMDjs#4POCPPQ(ZO;0Vqs%{N&G
z#5Nw?{?W57d4R4Q?`7Y-DH=CFRDuUPuh|KAdmO+$_bT{xerL6R@QAbl^CcdEF@8&+
zVjT1zjkDdaaIH*+SIE79XmL!v51}vn6Y(GE=VI(qAKsqy0maUkFW77;z?whRJ7AZX
z&mUcQf;Wa78|)lWsQaXLwCgWgy;2>nn?{&6yluCDEo$6QAmJg!E{&|IU0Bn7TRTzq
zAXMd8vh(vH$Zv{oy73Dmh8y}V<2tn0ZHG2Y*QpOP5;2BZht)&b)kAfKkj@U2lR?Bb
zAi3^q36gfEx9ubAapgOzAs>N=F|;By*P%az7W=2@xPGo<DqEqdKacL;g>?16A$vjx
zgziPquY+NADr=<NblC7d)LpbOV%D|+Wb*|-Q7cuW7}O!VeW7<4^9LJk`QVgxT}XCU
z)^<$M4r2O{_xxZt>t5WWm!l>Pn40Th8=K)DZ{#=8jc&49aC{+&L5O5CW(+U2!!8-}
zvrvCM*lPA%CHPXP`xQIkc?aAx$ACLPKN9PUaoj9m_S3%q{6uWXRvc0eIOh9L4Yu$G
z+V&w{<wI&n;MMdAl=UYz{}S#mxKhRc$~la^BA^Z8SOid)A$$vxBa_s~$mUVC6}pWQ
z*LR`W)<U;MI318rvB%2SC8Cx|PYp11NwDh>*p?N#WzovmoY=^0LH7pW?PZL8YRCZj
zX|ajLNcU8@EDU8pEGMHJ8y`wZji8_fLqR<V^>=OY$LyX?&rD3+wQ0+SZl~BZi<>0Q
z$Ca#_vlR3>Ch^M~=24s|1~3G}ftJY9n7s7~Qmg$-4oEu~EGU^YM%I-^dDNz*C_HNT
z!KWxCK9))lepnW?wvVr6*i+Q81^)*+_L**-)>BIW|4cz-;SrLtQ&JM0_VR(SXX!*^
zdq+WhVyTp|LVIf-#iHlvZT?Q-Pa*X@EHYOrH)w=ef^3>s7|TwE#3GO#jr2io7R^pR
zjAUk}wB--V3K%?TsnsTIp1r=Z7PtQ@78!}mXl$<+59sePjIAP~7qJmdC@arw!PbLf
z#ag$#s>;0Nc<TooX`nxt(3cRr+DfrCKz=!hIO2nae0p7~rE5}ef0@)Wty?|4=YgqB
z<wd=@*tlK_J#F=2QJp(HPu}9Mma&R_X+BVM`)h!nebKjlsxiwHycwYNwj#AsDSxAZ
zVQxrRi{=$UD}$rHZD$CPIy{%xTe1Fb8zq7x4eeh%yG&n1y`zec;&;*)GRcMUFxg(Y
zP4T{&w2X*+Czg_|_a=Q*8_@f-FgP#fWGRklRC=tE${?{4_BS_!kFc$W6I(#-<B-vt
zUx1ivbOVgoM<WSSNZE_1`s<`<z_TE%GIJLZM+V}>lMAT9uXl7fDTNx79Ok}I+LtgT
z`zr=o(Uqp!uTxMPlNM$ISw$XYSD#izMXSciQ}%})4~1R^t1jCNo)0G}^Xbi{xmy9i
zK-CvL&sk5I_|TIV#Xd@~Q_5#hVREV;;Z0q3(yeL-js=-ZfcxXPaUH?xb{?zlP{c-?
zTLwSMSFV#$VVi?vmc!9Iy}E{kwP^jAHR(|P4v~5>q9FO6#7Y|&Q)~uWx>6vo<13M7
zya5fF8|o{(T$W0XjajV0?<Es~oS6|(=+XOwX8_8)QR@eqV2UAWtUE9wS}qN(o0IFL
z{@pN-;lYkghgUT1c=GymMptP$09005O0j2o5&le#E$%`G`LBq77Jpml^~s5OgqHS<
z|6y(gy7+vDT-JaiJ#6Hco<qmqGIf<Wp0fV92}<HMZuNV8N`qv>m&FQ)`&NXQIP7Vp
z<M$%zdfK!Vq-Z}1s)p3UU2SM~QVBUD5R>+-fez4~P~iPurq64b9O(Ldh^vOyLYE?k
z{HMC-Y8g_-fySy?lSgs(8~TsnNl8;GkB8w>o$>Zx_MeqwhCdD*)$e<J+ViE4j}sNT
zjJhTcH<X%3R8FcN@vDHt1Kg>X1D^gY&=whr6T+I|b%iDgAGCFEG2N5WwcKH|8r3w~
z&+b1NMa2@4#Is|6IkKmo?j_bE;)*?6_0IHl_^OB)+szVAMAZi^MK|G{vnTwiq~8ht
z?SwwKh6eFCXFn%KN~c_QmInkYj{Frk4FZ6!<y)<{=;Gww$I&BQi_AWjp9&EqI1@lf
z96574rtX?wzKcVLTSr;nv3Ey_H2+ft`$+|ROy#Np&9LCan3%M;nQyy4<Hu&pO5T1q
zCRL>f@hhRS3Z=OY7Q8h{GdvcHj&qo5-uccUGTxLxcZdd{kW;pOmpa+m&=&zYHZNAq
zZ`nBuh=-1Dwa@)-#neFCUa=y##?40`W5x~gR6%4a3n3equJoAsp0W0po~&|WccE6w
z@Ng3`^~zYRy^|e=SF&4+O_HPgq%aFtRi$>uNVa!It)+UVZ@S-nMxfcvJ_@+GOTpUA
z7#pji(Joqxly|9XOGXQo7qeRnDYg26XKV2v_k+XkC7g*zD6At~c^Q~`;o8?xlDW(c
zTgF7lh0~T%m2%sMJ;04B*X{~lmLIK2++?T%aRld%UpY+0{HtCCm})hc>Tj$716vMU
z0o&qHbA+2nvTGFrbEUEp+6Xo`QF&pfbowiEbdn0=U^5dO5f58P36bLQ?o7(csJfL=
z6Vd(-Q_?UdZ^N?jW?`jxvhu{GZCnZK7<{1=@ve;lJ%=FX$P*!l>ue5xrYGf)G$|}X
zKWt>bZr`a|{%DYc(SQd2MZ(jcB)nT>TYqd)%bWaT5!K5(@<TG5DD)(3p*Y8ej#o2T
zbZck`b%v*pRzl7rtsATW+$9CJMt;WS1W!07XW#?zAaHa%1~>f0_X<1b?_<RNLUt$$
zmPzf+f=i1b<@Pv&IP?3{T9#Ky71Pb96C!23=Q?U1(=8E-3;aZPKzkr~^7M`Q6w!c4
zjKf1e<jWUJ3tvn<6L{+DZsM~s5c+$7Ir1_pGU9_As#McF<QeoGb~8BInfgtS`=oci
z^Q~92>V>{Z^iNa=Y4$<m^6ANZL3AenFWvj;SifX$xN4(l%W&+!u0SWOZPLz)WA1jf
zo$2J0WYpA~6EF831KnoZ)>_$u*F%7Y$b;`<O@<m!JdsO*g!q<u&jYV!1-1xBgU5oo
zX#3iX2>q@6lDlf~h2o7y3rfM;094`#>ngDgzolp=vYyG7`OWyA=qH>auB8MPac%L|
z1M>y{Fj!$H`~o47-vESw6L$6&0mtH2TO1leNEjM{L3l{%zZ-Z2MFgv^|H`QdH4x?_
z!c<WH6NH-x3zS8E0}4VlrJ!g~6gUP#Lqr?`0nu+#MQ9{E78a*0OhG7#ARiH?fbyRp
zoJ3ggtH>rSKt?F090&!+BlHTpEC26?V4(Cr*?$^hVezmyc!F|p2n59cB$R>*tEEuk
z1R)3vQDOSR(3SrQL<Z;xgOvXXVdy2TFZN^?J`r(9;2i#ONR&swg0lGk31$E19z#Xl
zLdw8`_5U7`p*o>39KkDigHWZbI18QMQ?A4p6bK3c7ZD*3`wO3sFDQ=yNr)^=PFaA4
z&>eOrB3v8s8|Vl<5aufhJ(LHp1r5S}I^@4oQ$uznHk#a47i<*r9$@b3Csqd~l6L{T
zDSu$ERNh+k3ny$tEs}R31(FRtDRqH#Xu>@!r=4NB0X5=K@v8+lf`9L6=n0}SIAR`f
z6cSX&*gI9`^H&R3tJsU+A1s5I7O0v-+6O-OY2;UEp&}QRlX;@g*u#Y&xPK2}(0v1f
zQo%<MSWxm&)@(s?8k5l}&4R5k?!6VnW6%-|gN=L%-1Fj=&d-*EROLAFlny)Bq&AF%
z>>6H)6`bjrG2}`<;C!y0Mgo<0033*iA&=-EV&mWAT!^fND?}-UC`BiP9x9B3$#+Rl
zqgdR5DT0o~9_nfP_W9u!EaoQym&9FOf0n>GSLDd?>_ZRp6^wxH|3WpS9^{McaN=-)
z6P%#LquC$75bWZ;<_uimm8?P8-|8EA9_~OIUEj~K8?6ot)p}k=8PU4AgJv_0m>zav
z<f6RJ2-T<C+X6J$aU&Zo1h2{CuAs)TvIle9LMLZlP{6;+3Z@{vuF#v)1g#AqAw(?i
zLx@K?ezE7tfl6S>9WmdAy%OAxg8zV{M4sHo*!qdNaNGJ#B|h&E4a?=*WwYs&nm)Mk
zJw@9G-=lSRKHl8(hFiyX1@4S?A9lT>!I{<n<HdgEu|TuG74;gtPF(EX-ch*CI8fYK
z-Z|e1-cjFq;iiuDtbN7R9}FTlFZ_V@(5&w_XOHY^d%fraa1N8%+3adyJF33N(SHwy
zD0iuhjHQR+SFd;_T(Z^Q`O|pcz6>-(h-NWk(PCb+xMWFc4w!*0(?Tj`xTw*buu{Zg
z_N-B@vh<))0a9&^&p{o!&NV<<F$)oI%1~QEGGPFD!4!x{6MUXm<T%~r?!sfP5`rr9
zNSN#3<D%zxb{|d*d=YM79dg3)JP~B~=ts&SRSwHWm9cWU@ebb37f}qk&B(7OyZJ|=
zp`ep-%@)BM_@;x-5FXrq*IAbtl6G_>jLIO}s@&Y-Uj{iVYH07LmadEm1y_b?E5)p-
zNHSxJxQR$+GS@mCO5l=obTmxh(vVt{b=+;<$%uMY)~#7s!5W1!boF|W0lWe9aMSai
zp@Cb@5)*?~VUia7KKZFB^zoA@c!h&Nw|w#;MB*jaxuw<F<C{`Cw_jq#)HwIQ2xtvx
z1FZJ|0cFZPB5Uc0CJ?WSKFFnzE*)fwmkL7QFV1EHI(aTd$sXi!ETr--VukXT;dnaZ
zE(#3IZxIYl-ie?ew%+1r{RO@r%dg6-(Ok7WdkO{V^$wSIsdJs9$LH!>%#U9!jb@V@
z$01ZIrM7=D%)~o?V6E+ErLN)^WhE}2*;$|})@jpoHzl2QSZwMj8z?HP@CQ+|wR7sT
z^K5a?hDC2ly~c_f)+Lp~E6cKT73aWvg`xLyeGj37@O7m<NaM#!3op%*SgBU-!56bk
zEGzcpo!BLg!l;qSTwvm7%`--*8@?w24Yo4$?@T{zs3PJr;!+LehDpWPp!Y6XxqU_M
z!4#X&bF_k(x&`=RzreyDf`uxXDHG-A>dkse3E6#rwRYX&rF@yzOl#iHm%dk&1X?#a
zXj%88`mLk3veJ?zvSXkUAR~ETeOhu^8arGxP<t4&K#ldr0AsY=*qc-Pklz8EYLFeg
zA;fu9K_5{RX2QeE+1#vltup_rysl(7QMu)Ud}j|U?hZ%HHafLz*3`q&R~FZ^x9Xg(
zT-x5Nh7tGm-(+3rw?z<RPU=BJF*?%bLko&+<<0aZ%}q6G{nMTe_0x@ss(F_Y8<^!l
zB^@PTqGdsu6*lVS?YWyt%7#6iRM6o3okhXLB_CC$meM=Pa1E}dbMwY$MkG`Mr7q73
zc#UwyYfWTb4MUv9dU1e4bdf`90Uh5|eQ$#S9}ook-1Y+h7l0&Ufr+2!krVtsU@#Au
zT>QP22*CgcF>!b&VFFsa;Nr*T!sb=UQw!6m6+z&|1(2wb)OQ*mDO^!Eq&^TlHYWkp
zz1zLR&^6^dcu_idwwGk8&2!+n#XJl;BD@|vce_WnD(B$(@fVCj_;d!wo+j)~kFYNg
z`vc|}WS2ehSn$xh=ZnzU<7k!>^AlS$8|lvZyDpp9ayGj;Cxue9=7ODa=d(&_nG(`Q
zQL1xl*2HP6#EReb>y^{mC7VTT&*qm-ms^&NEoUulw=;;&u$eP@tkbN{>8$CvtUQ*8
z(!7QJCd`;qpq=yQV^XPB#3q-`zlwIRZ*Ix5d83BFl_1&}Y`{XJqLE#bAP*4{Y(%-R
zuC{g}elP!pKQRBUc?V3y^!;qEXEA!&Sp-U$%ex=FKE~Q#5SDbRl_r(UswvEGg=MK%
zGBTzQ2d+!FigMwlVDx;vD4G&yUR;(W(g*ch!!bh#({D~k=K1>!DCjCHDyqOk0{r`6
zJ1z=aJ9OPSTt=h6!b^90jAz(Vm%qQOu`D%9PH@?2ur1z>M^1fGIreY7!}$`&ddhsA
z$Xu;$G{2rMp#c}~n~uPKy>X1db3$iHsg~Ru(gc(H={XE6jv70+#jn&Il&*;%SpCK~
zSOKnJcussr>(>}lZqtvC(1GNb*Rb=~;Nc)IWgjXYY}+(F<loZF*p+T#1?ug_hcqH1
zS{&RpgsL;+qhs01^^~uIwA0oT2AwraMm24ek^Cu1#YSH=k+Tz&gva=X6paXwj$aNX
zBnPQX#8Fx~kbF0LXztPdWpoCaXqQSc%amf_gh_G6ni?<v@>=*)ZKFJ3I-!>=@g;y5
z#z@72`xg}iC=JZgUsDkUC!ju|vW|Gj%<XCIY8)J7UEd-)mLi;Y7!8lKPQ^c(6+YhV
zC|x5kzQJ#b#I22x*V|w2D4anCy$Q1!OKEfxL^unH%BS#;NJDid#wyYhJBd?ULJP0M
z`izgI6|8A&u(UMHZi(|NDjZt6vZnW+4jn>-8RC$ts>&)VYAQxRV2{Ftky#41Psr&8
z3o0ZVm@#|~|Hb>8&=S$z>t_`0m-zI4eTbd%yzR-=nrkm}hk7+$3~pVtgjixu7Bjz}
z+RJfccb^sy^>w>yC#qksu(AxdPW9GuFwLfNG}<d1z*weJDRG(WsMm42Qdk(%Y6t;W
z_rv@M<*b{;XcWdApP;Ou#Bgb~w&NAYV)~GNO+9m+Td!i=N4-eDV|<(%yazo&yqvF`
z$B?Qn)eYpOn^n6gb+%~+YffhdcTT^yy=uJvDk8yfI1@W0F;Jp<&6<_dCZel`vbFOa
z8jA<qz;#(Xw1g^2V2qGKFpl%QuxgeGoF?6?9ynNnk`eim(A5XdY#9&|$%GDD+j*?Z
zk24t@s-1egN5ubaiK7!1o^HtPS48JPg~m5VFNa@{3C5MHE?X%#_aVcfLfCQqyAO|*
zj?`4ys^2eJF?KP4%Juw`J|H?kcR%)iw_m^F*v#eYc<fLn;qwUwhLB?>wuRf2a4zeF
zznB3{KUx=vOURv+F=vUr%%Q)Ddx7+P3Uv;R2Ewgg5iMD$947UadeJ%jEv`Cc`I?2X
zy_Cb`UG*|yHpyVRX4Ht*W>u%0dNF)CbeXBKAmb`<NJQf3mKy<@+OUX7FB>-|xoUAR
zRf=<<qEDyR4W4j>RN&UiI;fFOo;2Aq=$?{KwOfO#QgIP_Fjqm_<Y_m@yh}v%lq@G%
zhiXtYzMVK}oc5`<VpcWVRyX7#o^slnN%De~YeH}l+SGFBp*cusoJQYoajO5CtjRGm
zO43f&8y3h5N`?Uqt}@(Az5gd7zvXe^TnzY!s*1&G&YsNhciAML`t-^h(Zw=4&#;Sf
z=SH`LC{4OrDe21ZhH?3-X;Tp@+ZE0JZxQTq+v^5bK9BTT!iQkLWXnn48_pE$Lb{BZ
zFxgi?TgA+koR`xoq=BbnklL_(`es|5k58B;+wJ>?hM-9@_x)4k=8t$2ah4m6{ZmY}
z;`nr{Z5pF7OXsVW8T=1r7X&PN++>BD!q^9KF3E&zCoqlgl*lzKRI@q`s$vHQu_C7@
z-@22ABc^&>igcm56~Pl>eHsq&IX-O4w8?B$<JEGq&En+*(FUq@Wy<1-6iEsQss#pq
zmlbm{Sh+R86K4qaQoog;X_;MH_9f^!q<FQu={2;ArLI{m&*}{?2rc*c8b}awe_6>?
z)b84PlFp25{sUvF=r+lVgXbUHQ$I`7=|k;H6|mCZr<f1XY>1_<5B)2hY|}Ge;Yv)6
zZ?R}P2PO4yeBgaz_a`p=TCkbnsY`JV8nnxa9+SCayJ50K>_J)^Ch9f_;Q8mQku2Gb
z@&+bM(+A9)-8&|$Tyw3<V9lKCshah=VhNlDk8NpRoDL3DE$trKO@q!WB7FAwz6Ma7
zR~6=kR<+q#%}AY_80E^Q+wM|n+r4JhX`Fm1gHr6yFtJNZYFQWcRmP)?Gg)eO8|zCk
zi`9Q)!Q)BBduYVaZmh;7vtFjVD$I@D0dH64UtMLc*B<)LTsVDZKPN&wZ*afR$-L)p
z`-#CC!36s3QPiFg)Xh-LTJyk#1|as41nwXi^aJN2K>$6B&phO5#g||z9#2*BJegU)
z=|(GQr)l;X*d*AWM37#ZarwQVXS3ncnZZHAY({(LT3}q}^~?4sn^0;Z_<^jKSUWHQ
zLGe@-=rz%(&S-!CyuIyXO<MOw?nMF>><aYS`hY=5K&sX3tM<A9>-k@dRD|hwt5qN|
z`D*Wt7!0E>S$vjB-J^}_gBTf^0tt9DO4K1WXdXT%(t@iR;3xlBCrsx=>8X&WR8J7s
zODBXIgFOWF!(-rs*!#tKG@TPhO)9hBz(<4}aTaM5ZT%Gy&v8>0kvMZZ>xMUlbr;$u
zfEDcdYfg@FAawKDyQI@qGupMafw2(Atl^0(hrs;wn0+0ktz{*leK!XF*s8#b+D<YR
zl^wMB<>G?GwfwPm{uhnU$^5>zDeyUHle5W6%zTk))s-hPb|nragTwr-ZRq?;TzUK9
zV91=e?F-EDWG1_D?>%Hxw9u(v@zA2wW;;Hw>3sZ6L?#m#uiMYECHopqiwW#1K|90A
z^xf;)fhP9WQ;VitU{jBm2%?|^gBmkYp1G(Pff)|b$*%*$kGMYGw+Z9PTp%#~9F1o~
z%5#8!rU1_AE$1)Gb8buUMW(3e$fw+oaVEbqq74jh275MFqsc~w-2pQ~OV9eZaAc}U
zZ=I9iWr^FsB$z91T7%bO>v}c&|H0Wi2U*s93))?_UDaiF>6F#w>auOyw$)|Zwr$(C
zZQE1t;Lh*HoqNCe=8uyn^6bcnohNq06Km~ft%R{2Ah#(Ly8nfjP~^ocWzHl1H9pxT
z#DiG8K-28VL^&azbrjr+R}d8vWs1)Xd%T(3h4Go~K4zoFM&qRu|7hYZ=uOjE`jNtS
zJiAG3HEV~y06mv3A;_YoUpC{ShlPv9)VCirmhLlo$GCivF9lKc{y6!|veqiFe!O+O
zrgtFjkwU7LtD`q`4!8{tn7yTkbAeFgMXSzD$oVrtfyC?P#y@1rE!cW!G$D$!*6sj4
z)gFN4j$Gw=yVPHn7VDn1+ScTJwAo?NsgA;W7q#m_Ivha0Z;LWpR48u_rmSBsS~YC4
zU5Hgwz-sVLBfu)1UKFKv#D3V4n{veLJvP1jc~h+lg^iPzKujaake2RMQAC_(pbjlT
zW-k-F+!!;*k&WYSXDldpcb-l!7Y6eyqm@l_VUQR@nlZh`Hl<mj3;3vgyn#sGAkOG;
z@-Q48;WdrWqtnxHQ9VTEGY<y>N>T&U!aW--Y1#IxRuJb(%cBonV|9@<gojiJ<p|}9
zX#$t45AN~mP3tSu*eQq4YEam)f#a#e?lTW~CS}+{H)WdChIEl-&Q3lkVd-ofyvmnb
zM+DoXe_Aj5FOXZAM)pj$r@g}bk-yYz!YPMC`(#~D>zEjZ3aiSKy0nUG87N<G$z4%>
z+C8$^dg3s_h=itPhBp1t-NhwV$rv27@1mxBqMRT(6V>F(xpB;krRQrcR53)C*<4a3
z`wYKZilB5$2_gE&;DWMbs$wq$en&~p?VPRS6!~YUJ++{FqD^GrJ({aXeK3&au&FIL
zULCiQJJY>Lj+DN6t?ZfZUiJy|*PHKD#F2eJ@Set=+#a!Ml-koiEH;xP5PK7$i@;>;
zw$Yi<+6Md9#DXFO&Ol-P$soFYTo<=+TpSLx5)S1@0(*k*s76FF1~o_57$(F1{yr#E
z3%lKnSs%xm<zoYwW}y0c8gy1QkDLp^5pVahB%aOYnOplcM4(vA@%?WD@9bVeV>haH
z_**;<<O4Nt^Gy&}CTS-_#eLW1I#H+Hk~OtIVqqepNWVrOlf?c|3Lm+h8z`}d=3kO#
zAYBz)w*nR3!nmxKTIbiGkgSi`xxh#9o<fl*hXw@q^ZBtWev*CtM0TVlq)I;u$z=O=
zb#pZR?vUqu=#G9JU_B~r{(vYg-wMu!^sZmSVNNUOZahe^PvX6hr5zmAjXH%T0{>)u
zRQqnz#mbuC>^|R~?i-R8o=;iy>xh1@kDX`a#WM1EiXPK-v+wYR=yg<Pvi;D@*ft=%
zCBclFyvom(9p;Lgpx_T#ML<-Hm0h9@FUk18^nr2g34A=spG+W5)$Xi=Uuk{<gN3*U
zQdnz_qsztemF1N-wXD_hlT_W1Ys|kpPVM8ICm)7g+|s!67vk=xYet-Fg9=_VpzF?C
zu9q(cIW-Hz6%3gUiX3;BHY+*CT1K>oTba!J)1#11clP`TvHd4x`eJPb;LMKuI_t49
z->@h{k96HK1w56Mb`>%B^8})zHoW*pp&HlH;WIyylFvoe#5fld!nzbQjO(Pu+if<!
zYaqR!nqESts9{!>5?&en_YX|gTBJ9zNJ)28?e7@HJ)F`CTyNWl+#}b!9N+ids)(a4
zr!-hPUM?ZFWPCn`=<%m7dY`VPTr_E~eWO6{!45+TPYR1w_Zt1f?3a5?C7Y0n5>|u5
z=1lLg{liMuU?;VTcK7v$|6UJ7Mq2;OGC79=ae5SA#9lEFnM*hp{~<OE%t@MTo_@9K
zCv~Rb-rqR(-L!GQVx!Tr5v8$?1;`?H!kDVz=GjGK$$cipM5**9Jvrd0pI|vw044WV
z*NcXGg@e>Xn((}Kx6D0iD^lVueOF6HcASO0<EepIAB1NCsf?;tig8X8LO~#dz?^1S
zr~SkQvuW$^D-t|zw)EsW`t+0=E8Umz!JDY)y*_I%9$SRdBW_MZqdUHP1gFtSYZa^N
zb40d`V{~)Vih>jtbt(CXQ!4dmCWzw;77yg@HUg6-klzH7@C)K1TzH=$N!fE+b_n(R
z<%uR=HDl?mdY}Hz)0b5W-j&^=ukv%1rFx>5t0BV5>-X=>{TCT%DQ@C~wpXcb$7xen
z*&R?z*R!HDnnlCYTU&-*ylyiHsX3i-oY8Pc`;9!ulP0FvSv^V5M4hCoq^%394Xt(D
znuI(tS&_6TRR<$WT$!AzE0g1}Q7fVb<hG4%n$ZcrQXLI^FHtn*hE9@eVU5yv-A{?b
zs>v67=3&G=wO-`C^Aa**e5a_Kou(CIkw#2Lf(@^+6kF{)j5Hs6?V3Bz<U+CCr5AD)
zn<tx=wB(SuOF0(Cj^?DomnH9iao4i(=`}PYWvYHXX9zCGfsDN2Z>gted~k}bf1PXy
zb_zcC2X;vx`AanYQ2ZLBd-{?fNcBc9hU$a42cw-#(hZIZL<mssH?!?3#O$Nh?6`#U
zocmJVSx>Mb)qqm&{lED7YU4BTwr3Hl2mfrlpZ=00`97iiv#r1Cuc<zhbNK1;-L_u;
z7Z~0<WlblOYBk>6T8t5)rD4Bek5PXD(O}ri+h-T_=KL2KB(P_;^oqBMZ_A^6g?ia%
z9?8^ufzk&Cn)bnOy!YKOm^@^Y3yQL~=c=T4>8=y-*#D^I(f?m-c`8DRDpFLU3Icpi
zx>gRtx^@PJ@(u<xk_P|V&Z8rsp=TmsW2PryWoG(6dwJg%{#DES@6&&?^60;>i8|<7
znCkOc8Cw_<d>ec64u+OW1oRB7&;UtOdwWwWV`WnV2NMEjx_|UO6J0xbLk9`~A3z8o
z3=jc`0we&E0BL{>Kn@@ePym>?+L#zx0j#YI0rob!`i1}p6FbB2(b*c{W@u;q>%ZUn
zx9n)hNWjAU|7P|vf17>(Ed5W-zVAIa>N)&lJpQ9S(hK}Alaii^<zG!dMR^zrd1KU1
zKvPG&9F+{MyxA(wOg4N>Q1Bq6UIr{0A5f2Qw-`V!M`2AYOw6e9kM4l*yrryz?dkHN
zf<idL&t6EOrWeX_k@UF}36H3WGtMS<x+jb#(lN<N@5z^|mq}+l9syLo0Nv!_au0c-
zhL+I;Qzw;v&Ll&RM$&EkUuRgZpl1~iJonZLZp`J%d2Eb+W1-Rdy*pJo*CgSfU_Vg9
zR}Hik_o^!?oS{PG3rU8+_WRige-RSe%8)@}p}*P54wu=s{z;P`E~RYvt+aw`lw=Zu
z!9YnB*rQXljhK;}$MM}K2-H475R-%qmH}lPUe<<v9DT;fNr4T_9Sh7ZB$Bdj%&dw*
z8Ty5}te?TYgd+KqugD6zrB|$u<4>4Q1+vCLt_)%p24H`79hEJb=u2CKu&8`otPeyg
ztwkt1{0m=`l0(DDZS_~UfJ)1tuA^FcfiKhKv&D>_rap1NAA|8x4_0$4C#g%nb`M<-
zemyw`LSj*BEP=sTTLaDzaww7*lDH6(K)OHTy`rEqF(SEn6C^A7kw5iZjKJml%Z=3h
znD`3#j#faO@P21CR8O3f4nPhxs#vGJmq+B-Dd3zb4m*CXe{#S#ZiC^?=>#F;*;430
zAOPigyW8+6a~2C=%caGwz4-hE5{E&0EA6@eqjh5B^o&tg4J*N^apYkl$4?S;;T0vf
zU2WctLbpSDeq@USv121$f@YF`1*RY-!CJg>Ng?Bp@YvqXB?I-A|4AVQvt~{@><X<d
zI&KT8`vI{}hDU^<H!d%+s1KG(2d11CQJVtpgsAfl7u;dQx!kfBw0QhkU@d^qlv8YH
zTBB%4Gg2`*pNAAAN(WQer|#`%Q?eoNI{MsV+;umnNO@r|R;cVZcKHMAI43~I3-z8K
z;n8pPijP@q5U)A>6iB)n9sjcI(S7~v27cXM?dM6tyROwC_`_y!Y>-&<7(RNlPujgR
zSaI^@QobEX44{Jy4F?iNRn~D{lP6o|(N5+{d0rL{6FRXsr)?|9+%OB79L|NJcTr9B
z68qfGBfJ+s2@5ZYk219z3O*V7L<fv&Htw;{FNF=r91gKIBB%xtR5ltoPHPA9XG9+8
z{9GX^Ap{bl^>nN03IxeADZR4k${XK^)`R;q5CSv2NRM|tbEXMnCYRH(kh4QmMO*cN
zO})X573|{B(DhV{bt-EM0uI8$IR=Ixz)sb|9PTm{4JYYT*nTyme!H4AxyVPq3fv9#
z@%NIgUEG`bUdRFjIv`Z5)+uGds5-%T3FAcBUdHb!0daB%_Br<~&)z-C8P=MkrmceO
zRZ8`$9bF)fv<OMj4VB$e*D}ka1+WVl(9a9m4nf$ewUI}xb3|`+xA!M_L15MriYZ&v
zG{dI1_-tT$?#10bx67Kx^(LvqUd$PjcYtsG4RaN*NEofOC@-fcSZF&*^BOZV{*6;U
zw+<cE2+JXgdX5|95hM?tcvC@uHOOk9yhn{d@)Qv1%f#^jqt*^~rcI}1qPL?wKw;vB
zRPM=G`F+$#3OKWW(vV;@$I%OM@;fdyeRoh#bcDVY(Qhnc^c^vdvWoYPyA1@NH@kIU
z5Gxp|jHk)@ec&xk|3tE=bNy}{kxS1y3;ZF!Zqp7=yRv=<Kjg-_p&QHi_D%%vU5};8
zxvR&DJ`C2ca=+`pBvASffxpfqU?RrC7LVqqlzd~|+h4{L)L-#`V-#VZ#Tp+?q-St5
zZp0hO$!=CZ0Z}Irx$%O*5Ey_LJ2LE#9zD;g!#lm+YYK<mK_{XXV2#Cbuy2h0R=%BM
zOx(}Mp2LRbV0|d2i#J#K6y3=|URbYlrgD3rLtfs}dA@nl+PSV1%2;=+&U>(8ijH5y
z<Nyjn-Cm9Wzi1WeGG?tb+0Qm4hh1aWv4Hg|Oyoa!i@9ao%vPF5EimWLv|KXD&qyWo
z2HCX&X8k`<^<RkaU&`)svWmho3jdL+|9J2Jj;jnztOV@z4F3w&Z&>pE51swLgzERo
z|BR}PEdL)=6#)DJ2>ws1O8pyE6#+^B6@V&07oZ2w2k2W{SX+IMmX^8z1ArmG2w-IG
zXa_I`nEWsNngT2UmVj>z|924E0Bj8HOsx$7wg5YT{r}?fzmVAx;Amw^N5@A8aQ%;z
zX8C`kG|M-o|5^I~o6?Mo^eq44<0~q`D99T(a?|gpLo%5$<S+|Qg~&G)7ek_&c_b9^
zgY^n@pAG;+SwoT#LIE1&%?<S$+|Z~gBA_J%dCMvgcoocma2<cCB`T&bHac4wSK?aZ
zu6ZVBRHl4^rZ*TFW~6^PK6X7db$vw3XvI;4{Mp4w!^W~2qim?0WWWjkrPS98DPP04
z?y9Oo+6!BPlJS+y)u?%RpTObS@z<E*k}}Y8E`VKrdqqKva`ZZOm{guf(lFuhn|5VR
zBeMlPK)c=|J}eY;HX%nmA~;rbhByts641+P`g0>_Cg@YfBo3*|W~xPSv^2^eJS=8X
zBhd3!$Y_xV>QxKCD};Yn2y<B`t`s+<*1-<OQrpJ}nvatDl?&OMCN^{{q$-w6R!}n@
z8XaIZ#GuTMFd(HU^I9?Ez^(epRWNTAYc^3B#wbZ&lKBl#$z_GjlN}zSM^6n5#FmTE
z%slgSP12`UsP0=5>5Z@ULfiWe$V3xs>8p|eE6b`OVq)Tn$j<Lx&%(~V4%Zgnn$!)b
zA*CgBG%}EHM(d0(937Bj<mXpXNm0$50;AJHYapZk?3JCjF8O2jtDwkX-hwhDRe)69
zz66yrK~1<o_O1kyGFDBbLsU>Utk}ei9!;R4Fj2<5ScNh<G>^YnxkQFC6FLu>0%|}G
zAOmd%%^V>oM|sK`uO=r9hO8VjaWRiE&qG>9iWX}g=SRLE^%|x?6A_!4<aNP3Mm1ix
zaF)doK`r)}a}M+Yt|=JB0HAxZEAjAuFZXb;n>D!G_Z`XGjBCf~KycN*?L7Km#V?VL
zl@6Ig+cMcw+p2gjz4N<%_6vBQ>LhS<gZe#qe~HU<-V2y-M*dU>=b0`Z5H~|4zw8K4
zo4gO#C5>gL(NG8@Ml}u{qFn>fX;-h2z777ATYd?{#y+O4fVDH>WIv47#f&)eb{r-M
z`-@wxEqRELtyM_jxDp_f9KuK_!w$(243crWo{f+7FsBR;%lUrW-3kiNLw-j-9t;9Z
zH^ak|H{Mfn3Ae2$bdxv6a#$^XIz*ZO;1w+_@PmmTl4UeIdeGAk+~Qi{FBp^5cd;^G
zCM=9;aevncD!xLG-m%X>tQ66AE2~*46Xm_|Axzkm=od^sUGVW_gr4M(lskG%Rd|Ok
z<tTW#^%lnbr4!`)m>4J!1UA8oW^frWQMuw<e-btce^H9q9Wv|!7a;N;Ff8P<u?;~6
zu<}x{jB0R)*tq@nYtYD&u_lXaVQciFa$xB8OgMj31s+el%+uW+N$h>6bm+30zXKO+
z7;|(`to(?B0&wMIjiZFOuvKh31cm871MqDSy?LO$?*5onWP2{J!1`~+?tLiee%&xy
z0f;g|0&JBClFUX2H>LIhn8U@FP&Lbyky266^!uz0$?W#xl1slPP6kng)teU+D+}k&
zv)q*iZbD_rWx0JQyyKErL|~gwgxg^=q#>yogv&0C*AIQweLg3bRLb)Rp&U<x?w7Lm
zG4Kx8Y99*>O})|>5sYm))NE^Gi`NfiRr|XH?_ZN+>7e~h7dk)>^HwGOMQSj8C=KWm
z*aSnxRBrE5HkB~4#u0xwg#VUW&hK1vKYEjvQc7yFt2l^obp&szA={FmraMx`S@9Wv
zQ+5H9A~*97<s5H5{bNZ8>!2ctPP1=Gh@+ToA2b7fPVAxaV=Pz;<WEr?2ocJg$wEby
zRFik#g|Feg-)wlSnU>@2_o2(aIq=DmbGkGZe?@LHD=o;64EM+2b>psUu@4t>Z}%Y4
zQ<RCKT|I5~aH+oRAB)x^Qfp()P>Luw9}DZOaiYXc7x>cGASw5js3lz8AW*m8M)A=b
zZ`0rn@GWMTSbkpaD&TfpC0VS9p0@}&z(SDruaWW~?tbz*p!VYX*kSeO!S5yI-V#<&
z*z*#El&0_(YrcTVnpHs7&{6Z3_jz%+)_pcCv1;S(Zrd|>_qK0_17&;9E-WpMm;7`i
zs0sAOD|%$pi)K3PCQ-Bf8x4nr19aVT7l||iF{E`bQmBaQR#->0XF(A5`Ajs68Pp>k
z<6nH%q(+Osr#KMOZ(j=UOyp7C`MBcWwfWhv!`Z)}&O^5pv&ABA8Q9*PXgph2h1qqs
zhc+~@CPEN;55B?HrMcgU9ZLi$?*@^aPV7HerIHNxj<O8d(!4KC(M0Q9xp0?7A05mg
z6l`l;M!Yx>(3$A9w^;$xx5d@|6J_8R9Y4ukwWeKAvh$F1K67e-?o2=8POfIHd^0H+
zK7DAei3tXy3Mv<junagcLwF(Knx{hH^9E=HDQ>j{r2%hdYj!Oi`CrXU7B;un?hxXN
z_nF1WL3zhpbzJsA0Z!^7-M>(tczaaTeBTZ3bTMhcm^(qobh$;c{BAL;d^-BOJfpYk
zsjPb`ci>bCI3TWGOD;Ral?2v38Ipwrf~TJ<*}@65R>X<VXoa;Xl6Eq+arb5d?V_Uo
zOlJzKTqWC$6SjUia>TGJwA2{mh1JRA33Ac;iyjNdUvq4D=Z7dSknkhsojMNj1-(Wc
z34LBEC|9%un%6L)?VD^)RgO>rl9G~+l#Z&YkSjg<c&2(;MWxLCE|9>5E(Ls?`l!5e
z5n@R-#~EH@%Q7WyUPvYVGNa^sBc|vAsR*!va6*EI;SorA?Uru5$`juII6=bAp|0cw
z>kJQr;-)Sod=~raiM;c8x{>FyR6b~qrEN$nH?`0hE%CK{f6G>Ay1Z<E4fdSJ((X)C
z4u=>{qLZ}qhwR#cieAeOcbZ9(VqarV9^5v#FBwpF73ZX^Vt}q26Ot>1&n1ghC+Zio
zMy3je6P39m1sMlhO5yH&b9nnenh-hJ$j7TBChrSmTw#jcubi!PI$BifbSxWd6s;Sv
zVzxeLOchU0uz;;#i<FwqMW6j0!a6L^ei_}@PpGLcPnLTq!7(QvZ^M>3u)+pHnjB6a
zfX+ny+*tJH!l*q=9n4g|acOheU|%XXv>A%fR6jzW;L+6nNjs{G3&Z&3ef)^kS>Zla
zz+<{zmcz^Cb}@RrGI?6tw;pr*ciloVBd2lNEJmGLuwlhw94D!3k37^mdk!Az(OY>-
zOZovfS1}KtV+}jfPWUXUb+V2eerc6^A7R-k3EjLp>u2*IY?pmre$W|>syB7~LecV4
z(sh%lA1P9iOVBWGCNG2FpI8F~-Dj2!H;XkRj4inh4U1`m-?tUa8V&4k9dH)(aA!6W
z;3rJ90g07^C^R%hg>4+ElUg(3sh5LKHbZs9niS;B(Mrvp!PjArZ`tvP5e5FeJpCL+
zBm|$Q*F;{OB0{0tYLG-bnE4h!TtfbMg>edq5N-=kG%`hl>}y>_%Y`-3wrC#RZ?d2G
zF>Rw|mpk`-Z=F(-OE<*0+UF}Kn-hFQaP+@z9tYT|r39VWCk624PcSUoPu;Uw>#gZc
zphxW(X-p%cM1-I+=x~4sv<Rm4nZ^kN2SPcL#e3z-Kem=hm!POe_J<w$>71ecV?j;?
z%$t{U@L9EuzMhQSzk51t%q=3wGxI}}#eft{w$qSRT9gem#(V(AVxm~@)VV)Bm0?zl
zIBkM!j(YsqBL863c$;|Cm{JQtOL~DSe|M3l^Sc6eMw!G&HAohs(lJ^8q5|ifjKcFK
zgPazCw3&7-&xtTMXR~Wg`#2|7cjfBZI;XC{BJVzuh`U38BcYndCwynyvx~nvI-8h8
zE(3SxT%$Y4h&%bva5j4921$!IrTVpBX3nZ?S>e{^YQC2U{*rPI_ZDFh+oRibU8)tf
zXW1sdXL@>_(ksdlN~H1&>#xnPb3}iV^!ofACUjTHaMUrKBm;zYn!qO=(v`xkZcT<{
zQAh?fI|7N_0I3pQcU{bo7CIqRHo|dxH;sPvsk9pS-5AK-82D$A2q6_LDCAjn8Z2K6
z_*yJF-SGt<Rm@Is7<Q3YUeDH@$Kj?)M5>?xi9kj+lHA8ZRjC_vzB?+&MBc#T&(NDt
z*NA#rKy+F<qJ&(mlpXqFG*dLm#T`njsQt>HtgrL+qN8tN{b8-~>?;o_3o$l0sZzjn
zqP;;wieHm|1Dw4)2XM9SeZk>gIhU)Q7}G)&86_DasTxQ0gvpEjJM-OPR6P1eoXFe(
zf@rDnb>y}j{_4x;i<c5<x&<{gwDv*yZdi1Y;*`~_rE{aOHT9JEf%4V*`qL&Kd*O83
zD7VPTGC|a-tHyJ1pex<QuVVG|E`qIzvVg|H9ci!GcdlpQ^bW6!!}f>uR}XzV&1j8!
ztoLs1VKUt7scL>`?;C%WYj?;`@jweX`WtiSn(+9qH`tQhPqXVFY^+5WjdK%p+Styv
zkin+Zz+F$o>Z}qgWNu48<_J4#3uMZt9`QG_K0WK{m+pzJ@CkYQO|1m1GLI3pjw--0
zwx{;;N!c^TSQM|{e++IJ{%?a@Wkp2+Df$0V$^Gw&xS5y<XujJ+6R<OW2eb@q|CTBK
z-vKQH+rP^a|1<r!Eb;fs|16;WCn@~z(!{LH-@mB*&l+%M#_!2Lb>{zMd>IH>SpVN*
zN!IUJ@}H&uMJy>{Xl3kRLQlZR$iU9<ZwX&kc2?GZi6t*OTwPFyX6QCI>@Uxmzh7D7
znl@17ph1%OA`YAUfExd0tJWKf1fKF1-#rLUtOo+F-5+8-v`rj2RSoG2Mh567bMinG
z@z{q8fvc&}|J_3d-vhCDsl3rf1w(#y<KgYmb@aq(F}K0Y#WlB~xUitOzy+xr5RK(X
z0Kc##N%c$ce2Gwi!TxfVooaT8)eWiF_^8r!2@mS?vr6WgJfQz%sXV#seko}~*)N(2
zk#MK(MSM{!t}<&baypq1M(t?)?W0N>pVwqhU53p72z7Z(L)1jZ|Lh%1e64D%ehK)>
zTD#WcGX4Hx-5BW>pvrO7iuM@ND_X1#61ZB+F0Kv}O0^Yq<_dWOqD*aVE{(RrEinA3
z@8&&Fx`;O8Oor=sMjH_RMfj7KJJ@T-cz9?CF`V!LBN%^<vxV+~zC+sn_7~?yMhGNV
zNM;|*jQug98&XzakyFk`G0X?Hs|=hQWQ72aka~2m5#NXs6Pn+T1D?T71q@2Qs2_Ov
ze8M@GXvabhKU!*7AD~u!SZu9(<<ox5xtfra3XjcPxagTNoAHysq{)D#1}EmAH4`sH
zw-P%lpW5Eb*Jr&smO@~~;7<hFFg>JPXO-~ed|vl&9D6w+Zy7F!IhYiHn0<m)@FUnv
za7s-`dxCHc3oh~FyD&lF4g`t*+}sTP^y_fJWyRjSRiTXG0B-Or#-iax$Odtt!xOg)
zES%4um)-x%Qt98c8O1Tf4Y_fQaSX}=Wh@_6G)aU{DYU1<sd>!$OqX=Nl3WfR4&_te
zRg8Q|E&S!H#W!RN`V~u!A;Djg4YO3V$uGqOIpMSU37h#2=`Cs%Q0?oUf**$+NbQq^
zFK3abox`KgL)+u%LUtmY7#Gx{DDoE_f-gA;9k}z#zo{!|&jp`8Mt@!Zo$(!vp4^qv
z5Gb^N+W(mRIB6M{c)<qe6UYm~n^!1qWuNbs`$_-1$kuuGC+35q$*)#iF8|JcCr(u9
z9_3vy7u@gq@8GK;;Tzj`dMwexxPg6pE1;&>H!vRPUZ&27F41M`bxN;v3lTigPnH+M
zQl<thNg%If$c`=?E?DBVsK^{1Ubc|UAz&6g7*M#QU94wtNY>r8o4jYychpNirO3Uf
z8}etEcWDn_0!SjLXpLA1LVl$f^O2|#fql$?y?yI_^U1ygTU#qS<pE~9u^eUf<_p9}
zJMY7fcY1Cx7h1GSBqvB|=qX45w6S2^JqXr_wa1%^wCt3-XnZ@Vt8^{nO2R9n9T41y
zPas{X-{zEWHRQ1;g3UVZJsAto<$E(^R5uC`W8Do=JF+%Jayu4}kN4>7r@aSa^}YK$
z`~8Z9U-=Zsunt4$JYREYeQbik@0Ku!80TTu^nNUMs-xY|<{AygrO^g^^A`7J&?oRG
z+9z)3%r|uYP~~U3tf8T2HlD<+iK;{V!>`^iK@(&x3~p33+mdG0bM!A-xELXkhgsAT
z)mHgc@($9bAI_ZtkGV&(S@_%omiuNc9mnu;gKxvu!`41o#(A#mB*5unnf*=C56xlw
zFiRnQBQ~5^83+14XGtUQcA2n8WIIqU*lK^k3%1BOUWy3IcD4D9pZ)0?x4P4+P$Zv)
zZd*+FGcaSsOzxD|dATP$BBgA|Yx;ToK8LB6{imX{Y#+M8y0(QO;V6>aAwSa9LzeP7
z^3e$o{5){3Zw%g<h67KUQN0HW5QWJ=FcfX@v(u*aZnKVI$M@8yJ6!O1@Hc!%uQ~29
z?m@>xy?PmHL>zXMNBF&PY`1CuJQwLWB(UMz`=M-vr?o)zPmSPDn>mClPrI+zO~2{y
zAFY#omeZjDe6XtVEQP4#ac0zVe7|rrqu4l61YhI{HWqCQJZSfEcuSdlCDtJ7-hK@G
z#;lW2+yEa*fOaMWA@2e~KKZ6^`}(8z{_FzIU$&M>V#{#Id+`JFp9f<9aI>RKO>hI=
z$V!b$EV$(V;KQ>Jt?*~%4&naeoJ)RFxDRIn2Hi96iXe?T`2GGYS;4zD;@ww*_(?-T
zyW0uXeWnP}3m$_w0Arfv^T`CeRB9v94X3#ck>vd2*o+A;<FBk2IE}_6u8`r#h=H>i
zY!mRHJF=wc2Q}Itv|6;9-{~~py}T%|eLmYXo3A&-UI$P^Y)OezC36enwGFurAB05(
z_)DE4K9~NhNQYa$p<-W<B76m=hL#eCiOz`6=fF*_S0Gr8i5Ce#879ci52$PE%(g8Z
zzD=@0ZJaDmFPc<#o83>=*3v*CEHSu&<XL6^cI<8LZ1^Wd@?23iX%62^a@ZM3J-U))
zTXP{ibJdHMB$uZARYizm1+?M=V9|_NZP!Hd&)HyIA=3{JcgcKN@pRp55^!tdYOL*b
z4Hw?B2ioEp<YvJ#$#B&=9d%1_xOS^1*>5Xsqx2pi)P_dvBjkgeIUKsN%m~cr<6;(c
zK_<c?P=x#`B5B!+QIf+YVl%VKeuw-Zk8NfS+|m;95r*P&zdpPGg^HC>J*bMtl*$~3
zC`?YW7~U8i3BFN!LCf8K(P)LHxq-|&5jLJSHy^!y$TZ7hVQbPvw$t)i|I{Y#(&FjR
zm)PkHvfik6#UG(%wbm#oex5!%{bWTeiG#C)drch@X}ZD!p4tf)&8C|QUJ)Z10SDC%
zl{$Yca$G#SXC5&>8=EMo){BURrdn+&3llxqMdMpoIdO6S_V7_6KdfD5nYM{IBB=mD
z6k%`X*Op<jHs9dx(R$eSEcLa!QA!iByn${GPM7iqT+#7_*<UJe(mSs;uD6;u%%&3@
zz@qG*$@E7@LcnyE1JyF^H)?556;hvkh%0YQAXMLRqU9-_npBoFq%3o;<r_ILd~o{9
z+5o9N1F4?E2YD{RL7bM7|C=fsQWSY;C`Fh^o^Rpw5YoAu&DSpT1_`oij#)I&s|?q+
zlhj@{GOxE4E$MZ|21hG4Ei$e=_UsaNE5~%meXNVVU;Xs&pgLy_#^a30^Nh_Qb)xPO
z&EV3u%7C9|AI6Fsk*i>R$jcvF>sFFmS#&fEx})Xb6;A5n;7urn+71bwJoQgn;9_h-
ztTsTgz9K&Q&c46W+^FWlz~%j-dU;~#AKI-%!7B|&RdC{D)M=%QBE+mNzix9b=T%=(
z$2#4q=O+5Ap9hxu0Ii+H?uC{=9WWC|q2`P&*9tWp5L9S3wwooue?}Fu?wjSIn1GLu
zQ@o!^;o^zu>l5UFj0(*`cYB}Yjvol3fnYTwdBy*J!-xXnYqDHR4rVb@A8TaaD2Xg1
zPQ_kn%xV|WT5rs4BpqYhC;@2#N7lD82i2hI?$eP&WHNIG-C{6oinLB)DbwwOZtSI*
z!{LA;%TpI(mirSsGl%mk_Z=$?emb-Oof-YHW5BM+wRZBf?-&)MePy0OzSFq}Gg08-
zL#D8&EKg<BJy7pH^0AW0jts0&`dQW$T!5OWqp3On*4e|x17bhyhr>vRaQzNT4cyKF
zB3_KO1<Fisoqg3`#6Ty+$G{DOVnDcLpfmj>>JEMgw3+EE=#w?kJ&k{BevdjU^9vhN
z7m|0bN5~}51Nr!IjG!^Ep;~D!cE+XwS|@eV_cpM6@JBNvGL3JxuVp>rM9|TiEKZwQ
zU^|*wm9GQd{7<NBewV~W&EeB=-{r|oR)kaPKo2xESi`Xy<}VD-9Ba+N&15eta1ELO
zs?}C-4uRigYpJHLSn-L~tS09hFe=*2)t!lbt6kv_=7eQj+rKItwz~;e@4+fo^AE-n
zo2oQtN+Yy7%?552?N>2qwOM#^S`0#19CzNqE-Y8)7aJE9&DD<JFtxQ=b?^6|hZSLt
zs8g6ey4v(o8mr+@eI6C<4;yGR>da~y-&4P8xh!`WDsV3+R2r*095Y!eJf+;JINL3>
zMs5{X?V9Vv(%L*8Y9AG0)Yrh@dGfDZsvXXzL0#qyP_G0oM5ie$xbUxA17@DP%3i$P
zufCer6Jk&(6n{9abiG^%&$aY&(OW-1^Ht(=fW_E+aO|<~d}shA&9QTqJKM)_IVqPo
z8hA^Agvj*D!Ob2ZI`eUY#t7H7AjX$PTlp*l*<$nyAVz&l7>I$(nsB>z!M_PIbDf)i
z(k_<-F2sPPBV<1K=GWNa-Lv<j{(%o9r14dOux080O?c@;QR`N3z}^psh``4=c6pp$
zbXUo6+*Wj_lz5?9pC7L|DXPuFTsOw0%v5+MDnIKw(d^Kmdt&B4IyV3!RB-3F>tGd?
z=rpZCpM-~Za=1<>!s_4wmY@8SPbs{oer2RZ2AF84Um|33<!OIN%=zc8O8|SXE`b4?
zV{%`Hk@|^9VE*vYaAfa3qaB%NQ2L5~O~NH6duDr-(?44zz7lw5d|_PWm6A;tP=m9D
z_-C7Z?>}=zr1;pNcDQcwYGa*cq592&>%O<*0=avHNP0_~Px*qPiJ&63V-_6n4kefH
zj`a6ISfpYfl$U%M>UcFR11+K84GR%4@?*yY{2G+OXG3#U(rf9(k!QOYQwE#u6pR)j
zg4a+(%h*AtIql9#i3Zj=4&l+{=6W&)WJH|;2uX=UL@^k<-z}I1QJEJN$PFUfSq7s2
z0@0aYf)|w5Um>tKW{IE^=mwVwF&DlDFIOVcnV)fEU&Yu$!6hFj{8c#`g3c@cJ@vpk
zI!X1D;{|O@JCGCf#eDx@QU)`Esn-*9syMnVI;q>!_uWpqlPewDlsM>zv#y9Zfs#PE
zKO4?&2BM%{@V?_D%-RkqAbZIGl==4zIkh)17bUT$tV&b_IQYB?GL91#Z}j=JQ-3gC
z+mTmuzUX;m+mBq)^TV}&#@C1+GbD`$aJ)<*6Y8Ldl6rMUAb;XiHXM8iPRI~=va}H^
zi`By$VwCJ?bWYT|XB&J9%#oxk3xGT)<~q5SRTV%n-Fc&)sGyyHcH=_W4k@hPP+Xb}
z;Ii&UMl|O^J8J~~-fboh{>|SkFoX-(&hZI_FL%~-P%Uw{9Wrm;V_%>7`&+M>IP~|e
zZO~t;d#l(r_R4U>2I@7&SSgNS01nXXkeD4%UQ72~3jqo|pBt=RsOE``=$N?jW1vZ9
zQ&BO8Czp=O$!$zhT+((=k`F8(Cl1k-U|PIe2+$+0<%gj{Sn>D!uhI?95|H3S&2hqW
zc$Z34`{&_@`+oT05P5<qYA-$DW3mrYXfO3}sYV=HBei0Z2xN*hXh#<8=d-bu0Y{gx
zdghQzfpUa$zUx-e!%k@yXM=~H+NoWyv*EDBaQpCf<fB0R7E}AqPF@)(-|0igK`qEA
zhaGp>V2H}T1d6|T(FlT;=WcY+qf7vZigT=C@!$T8JM`wp<!l~5)Q{!gdbJ^>gLt5v
zP=4^hcOrgvEKclAUa!gAj(1+G_f+gCi?<q5uw$MLM&nMaEPV9j>>O$7E3)=RKydW2
z&RS@@c-mOF*hX)dNNzQk!c{t$yO>!hJ=?ixOJ1K=Z-QT~V^qRxp;d}4VM}DKVBkS&
z1{d`Z9b0q}m@^^k0n%k>A~22zX1V1270BUY#0vC&DMO31%kkQcI;kem)QTz@sG=Kc
zkuk((Y?R2mrJJot#r#?$l9tcxq0IRuT6O?B28!wv;Gf1zCV>-3P69tAh*G(Td{iXZ
zS_6z8j))bA@(5+pdoLT3a|5*@XJ(d5#7#)JpuJL!v-cZ2hl$VXWKhS;VGosN6*arl
z?*meQt#A#539#<qu1|d1x}@M<c0p{Bpl|jmIU6gwxAoDE(Ze3%P9|Y4!kICbOi{o~
zS!Bz<D?Fc4jqmL{wYYdb<Xxny-{)lo`kCuQNpmDL&%`2iJjkfZmA}&^z_p#+Rp-V)
zJzkGDyD!ta33B2l>w<TBFb8{z1xqn{DhLOz6g5=8dD-~Bn!54wQXVNRU|BAeCVZxT
z)Ic#GBBYAz4B-~B;5xCvcSa&qP1!@B00pLsb}r1PL>l~2K01C?8gEc)aZyp5(9pkg
zbqYG?I9^oy{mGVk_kJ_SMT^?w>ccr=krkE@&u>K26W?8AhG`FpEMvBOS|1D#B3rb3
zSO;UunoBhauU{lN6f&#d=u7*YxFB<LcgZ(mH7m{7tZoyvt~mKwiBJ_WUShh=*x1>=
zo7>p<*r=%WWv!(ot*s=rhOK^MZKXWDrf;f_R$l?Vx~SqwZ4N_^S7p6SlP4RY^Hk@7
zKu_6SMdQ0ZC~M_706Ey+XWzjJ4)4==OTsXSgHkwL9DqgCvEXg+6?2b1{>yEQzr!*`
zeG@0>2poQ!oUuuPqES#N$K~y`abZ}!t(xqk3eHPrzB84GGh=Y=vkZT|O!C;?Y;_eW
zHJT!og-{j_{n1L)Zx)>+zrWfdWkv<&(W}+w2P%AC;Lj!Xm_)@H27f~N8|{-Wj<~48
zx@`aUYKSvJ*g;X^BuL3*DPB~Gsb*$)A6mhrphh7~9h}I$#`E6{8<9h@uh=v6#`<rk
zu<<>D?qt$DP*L@Uva@e_!=X=l<+xfRq!?>VD8&T;!g%xVvkVA<eg$<dH1}<t0=N1w
zebS-XpT)|Hgk6)#%^0@I>40IGBpE1P3>vym!-v7PSj9Q1RPv{fn*JQ(GJhMf+-!F1
zY&m+zdU(fD&{Wi9HX*PYq}QXW!jzLG6GPOX93;Q`oXA&&V6CKSrbZsR*^l>srm}cB
z|1%Z17qNEfx`Q!dBiB~^p|qhO0<EYgqY!=$z6xRp5kz<eyzxmX?tE&IR2qx*!(+j)
zfnnPrX=U7}>qJSAkg+_mI#4CE!T41K>Au5@gJ@Vu3(;TZ@UdBw@?<4=@1}hWx^m0K
zW-(uX<kvIm=UvaolSSG?8w?jYx42hKd`^-y`BoomPM!!~+!LkGym7ykM%56VvLK|A
z4VoOU?NMnon*z2{kdgmH1JDI1@HrE=9sd2k#$C(YX$oZnwBnosSKecK4~zRjwy&Z8
zn1+-rB_>0@-qy@3l^9i!jc`<DJ2T4&>yenr(~oEqnEJ7t;!D!{l+yb#XF@OX^{tV*
zrz~r$zet&)U6<W6dBVOB)8X^lE@?KHbZP#^=VbF>1yrAi05$=mx}oWe*JRxo;MS<z
z865#KHNSN-lzcL^zhXZEg$dcAuZn0uox;9e3+=DTVmeQVvmrpZ=RAe-M6^q0k@Hg}
zm<kL#s@^X%G;<H-{du>ga<RUM9idwYR|(a0YdTXgnxfUin^d$LAi+nDNgE<VDsMVx
zeE+FOjk7k>si|LPTdL`ASYAR_5wApB!mMhtLb{5(l+}L7B)AH`!u&FMcyel*$UYJp
zg}|m`C<fPC#%pXKOulXf6JyQ?*=-EcYGIz>?q;8$+B0U@=%1jHWyBWq#?;f#6KFvA
zMdjFb(JiD$Qblkmvtd{uU|~ibOCG|A-qm6+Y5Z0!Xw7}QxQc)2ZMM-`l-X*#@oaQU
zc6ehrHMtolks(4B2jFtvx_c%cap&O)!`K$gqFI+PJ`g3?2FuRyb2`B;O0zr&dx6`R
zvg;b>8Pf+r2J6KFwIF(C4t&tc(dSQ|q>!;$<^<Z7-x!3%HUMp)^8-$F#3xlwBn#*E
zipx%`IN(P|0RbzAYUKsZy7^Jrn-<N=t;z*A{G;7~1VKYV@)Rhs@=-xgopb=fEb>Um
zB9{UV+>4eNqgAMr{bTb<eDwuKs2t|Y<J`RNWVsY^mlRVSvMY9n)L)X>9T(pAZ%S?K
z#GucVgMTS7svR`pXfB=_A!@F(03XacREo)zz{Wn<#vjxuVVE)&{(8Fcve>4`*?S5~
zb^&)a$vNVJcvn$tf3mi3EyK}&L8$g3eKx`gA_d8Amf`hM%7r<DQiwQZC&%uu?#)(%
z&`V0Au)2Q4iNIf&z5$E?fnAtcs@pO?)AW)Vrj6QVrYXCQ54RzuH@>%^PXrL-k3xaL
zBV3Xnr{0m+asyu?8G^`kU9c@c#Rmw#N~uGuz&<8*rU4KiKgnu&hEoL0SY17&GvNGf
zw>QLveK0x7lau3FrqX;YN6((YYLQGu1_T`AEUlSSBopJ{0>~jmxRZZ4UrI5)vFkj#
zB)CO}j%JpgGIC86SvrZSiZrT#_tTs$5Syk1)-vi)m<>*pVdLaguB(8_cnnAP9CW`*
zr1!M{=m8h^rMQ`GLhDEIJolZ-YXAC+&l&LayYuxT?FjI-5*Ec0nCWh1u(008iuZDz
zI>6&*lD4;u&+S>cbK)Ph#bAtRGdeym+>XOW8i~Ug!1&tEG0?>tOlP>z3`J|x6|C2o
zT23f<as&<bBGZ*UJ@u15t({v%geifci)?@b&GbP9DuG*A+=TaW^wbP-$k@lrSW8K}
zQMpujw}46R6%E>`sb#T!WqfJ1vbqAwMt(zlUU1U&a^bLHa^lc(vcfkj6^(BXa|=__
z2nL{Qf+1gfOy`3^$JMMi=-(zmhH=Hkizm!o%M0+)f}WPF>#%HW)F4hxva4MrY#2zk
z2-QWE*9Ud;xO8<RZ|vx5!a=yW?+8Kg`4yzIJ$RL`Xv^AZ?yRIkPbrt;NV}PysLoaN
z%f2^M;3S2NTtbn6U|gxac1CumkRc37s`MDFjw%07yh$jLYfXygP8){x^270KZHQD`
zO@;eiZeSC8n;p-`i(?f{r_m-tBRP-PQPMAuxTjB=5d3oY{ujCytB-a3b&tBnr-YY`
zJ0l(@g8Q)F@Z?`FNDgku<&w177Vwn4j##UIE7-z~_2D6)1zNGvCg=!3__c;jmH06Q
z6*&}FI12u9QlgpT38^Be7jdQt9vrI+FKE};_GPC{6$_{SB76fp?qG{LFFc#ot3IBr
z>RDwnNoyHo6*Y{N`KRqq^f>P~t+R;cEz@QL#{(k?DM269;vjd(W((G9xb+FSt6Gyy
zPyO(+XF+S{RTF5O%5H*PxG=G<mo#Jo%Mb!9fz4xk<4kBfebfs?W(=TmbZ#(iG;T5W
z4|-}o;fhLQIXWSGao;^DfXu&0(Hb>69zBNAH<<s)5f9BFHYY^w>m-0dAe&24KWB<L
zBEZt%hm88WE3au-b9s*jugT?b7)v=W2I9#1LBsw1kcV9Q%iwHis$)%F)_G`OF^b2n
z??L)*jyeon3Y%@Wj%UJB)a#|q(%7mW<(lJt9+2g6v*w(ZWp(cL+^N~dfE^Si=9GOp
zHCOxLs=o}=U+3B;f0PotT|krxKP8Tl%g>=v6(MSeqaJ0UrEa^ff|;ADkr7y@l3t9b
z&$2Q>IqWqa<afwPc}jsC*`Fqkg)CNLlFN{M>nql>y`lXu`o^8{9Dl-zIvtiwP?JJ|
z@_|vIwZ8b2N_nytt;IdgGgBd4>7b3&@>hLV>og0$WwVRhA?<5%8sxI*9pWRam1lO+
zJaTLup)JeazVCGcMYIPf`W9)M)Vh+)EHH;-%wk%LhHsU`tB!j@PO~0m2c#Jp%Qw$L
zYfzHzXVod`=EXq#R4YZ=idzC^niX;5#f|doDCj6#ytR)xgFJB`OR+1dmDPB#FOq?c
zE6@S@FcMwZ#vp1MrqTMYo!q4AO}hI=y6M?j&^94}dgF;EQLFQA9B%3BW5!rIddYj$
zOY=znY>~&WsALI{*1W@`oZQZcq5r}ot@q%&50NeYMcQ(76x4hR@r3Jo%%X#}ja8_6
zN8d^w!g4}tIhYpC!@zCCX^yJXPG7)}l{c=Sme4W!7HXhCjXb5OTOx)E24n3Zl%wYI
zr+Bw!n5uf1kT1T}#jw~mS*BO{?#~|mS1@y)UsX9UX?sw~R(4%67nkvTJ?*4|ZGI;-
zrfP^%g@X_L#Dn5klo6_Z<<0SowfAF&Tck)SM5+ZUyibB*&)t)57}`DUY{qLY6^O@x
zN`}nLf=J7nPHsu}EV5%ZhqjiEiLCWbV_6k6AS`I1u2dEs`$j^pik6OS-aGkI_cLgq
zJI#gBdM7-TZ`)PH&_Fg;;>TF7D6l+2>P&@1-yBICiWO31-gjGzLDTjTC}}KyKZ2k?
zQs-n;4j{3TS;wF#c0X{C28A}PW@XCyB`c1iZpdA&eiKyU=x?Z4b5Lh6*{(@0|EW?e
zbC4jy$%hXS;i>Jsdt=h`MBK^3kU4oO={DXxrTj`col~4YWUmv%M2zyktv2*YI<R<M
zrle{r7LHVj{JBDuZ{PhH5P(#Eji|Dt*`5$r0FwP9XI?p866dBgVZyZIyM)FjVC>*$
zi$*zbJe%C3`t0>3BNqbqEyVlN+t5DPSOCaYcn?GzvjKXi@mE9BmRQ52xturBqEAMO
z|K|GdB<fK@wu*%i1>#SYEJ;GRgw&&4v|_Fzkd5>@TrL96zK{9#tTTo#J?==Uqj%yV
zqne{-JG*A0nrS7}`Ck1A#th|VqgQmuFng=&Ei-SQwyj&<YteT$*V)I$0pIlDDh@>+
zgrC=1#=4{^`X4Y<id4NG-AD|!zKGT``inOdg}&`KL0t5bgS8=#LXUxmEV2zaiMOK0
zWPLv~;}bqu8vpj?^3ot9zLixA?-RSe&{<x*7#6e(ht5EWYe@ahsP$M1OCr^Ny_UFr
zLb&YB(|$*x#q%mYAHe5&;G3I`V&Qq@CiLg-x)yIgcgFY2a5;VW{C(xd^zwqBE#g&s
zL6DJy01`C?jMoHw$vrP#PlrbXVb9;q#lmbL$l$Qz(<ed0Xfl6IM=@S`UyD5YN;~-a
zX%ksW4<k61On#I?XT&?m^imjhW9xi6Mr)KV!=jYzJNpxRbN_;wJC#pxqI&`>5N$Wx
zH*e`wpxK8ctd`)80r1-H1we`j6{V+2Keqe50nbVf&L&OUs7`P*+M{u<WYGdyjTwc}
zV@+&DTX&G?wvJbQmfp`#G_yV%ZUu8@cG>rQW^A;vyu8Ws@`{hQ5x*Wm<^4Rz*ARE9
z$?(#$kJAgJJlS6sHx&6!o#J68bz(07zTkD+FRYC|<2fzdbD3k@8*yy4K?+T%nn==r
zgBlY`Xz-`@PYbbdLz4Jh%S~!-O2{tj-QO?f$<C48a|?9i!X4#8EDC=nx+P5fjNiCd
zg4opHij)Jm;j0O0AyKz4TioLVU7l%es%+O9wXZArFYFv)co15{`ufjPAH%R455F}I
zI58L~ekbff%YyQUGi+<ckswL1Eh_)$%r-;imC!{gdE77fNvpT2Thjtk&!sodut<ej
zcRl-M)!iBsp)xtX$=$v?8LrN#4;NpDeh1CS(>?>^CSSFZdYEx|Pm0TK52whIL<in`
z!+=8otOq(fq)oEb{;U^8@$=Z#Z~XQ9B%3)#s8<(AnHr?(?i|)fJwF5fi9;>{fd1iK
zX6>!Rrne3U;5=!Pc*Y?UMeIn+dv%?bq3j^FT63AyCLMhDU8)|16j2*^)su@OWRj?-
zl5fYUzvdJ+uKKm8=B|m_iF-`%sJ*gq3HWb@@QX9{n?%}-BwPkA!F3vra%JhM>11vI
z_Dwv{s6~)gelN=4GolO!tUlBBL)*n5wW2}Q2%I@|LUIdgtZvB+2^KnTipWoL92b7r
z*l~O8^68aLs18_yWz(hYSMd$$HgYC&p>nLV2%15(LHInKc;7WFnB<(AFW(DBjqWch
z41;EEtWD$Nn?ts|w^4hH8Qer7i6tU0UXQU?V$%#qo?W@3OxBfALpbDU*a&}cxtkxu
zXR#0T33Ts$Z-WY>Zl>7O74f$o2@3sJcR(ts;HIVlzOD3fzf{u^aqnN(xgmVmP3a(b
zF~GW3FG|PnQHQ$h5m|v{=?;V}+>g;Bf4Us3<=brc3VHRh>OV)q;9|XuKm8~e9}eSq
z*i~B7BTvbeve7EhI@ymPn>M8x-Yd`pA9+kJmw6u<M<JKr`I&7J_mPU<$J4d+&J&sj
zyD5p){#7=A^N=ua(JHB=Tnoh-Vy1<a(r1LTOeL}WSEq!irG>@E{eb$!c`2XNnb|AR
zgV`0Pb7#A60tI3teVy`W^|JaCjVIyC+#Pk0_1d&U+?WKZJjybjci@93f$a&HeM^f6
z&eG)Fj9-t2p$!wORBEz3PUQ%`JY9r&e5zd~#rkRWpW<Ahp_DAJTvdWZFz8y|fE)r%
zcDO%vywotL(<`ih`2!DCxJQnla|Ox|Vp2^kN2o2041^p)Y-3z&4zP{OoGWhJ?j9B&
zPEX$(kBzL-Y|C8J9-JKIKP6|{#-CKKYy%l8Yd%}(-3bm^`(Jl3`9I#BIvr$S8-Q0P
zK9;~6!9@s8S)LHk{@5zmz{F>o!ZFToAwsvX7t-|e?U?;d9!X6>$ljOW@Ui_l(Ucs)
zPg{Nhq>Ahs8O)ZN1z}h%0`~gmD0cbVmvypP*1NE$TD4pcZfOs_9oTw^NQDq;V<wA5
zH0>{56l=c>&w7-a20Bd2OqA1vMAq36Adr41IU^LpZ7kD}*1d`dhKwV6p4G(4?Zqt9
z0XrF@er#kM`BKqeA^N|y_7-4Kbz9sxilBs`G>C+B&kQg_BaKLRcS;N~bO}h8G)Rf0
zbfcuw9nvkG(w+Z-_ue<~KKK89-*eCNusCP$ReP<y_Bm%5ep@%&%r-3SQS^&kHGKrV
z#uw{(-B;H85@I3&Z|S3#3opD?Ev%g<zDEqiXiA4a>xRPjLF^4@=Y^(RZX9-{rYO&{
z@q9JxY&?Z{>@Kv`&oB}f^BpVBM|7s0U_O363a#IXQi;6&LVB&O<#3LhKJn(wiWraG
zJZ^Xe^Yv1#FVv!Z%B8K9VWYDX4<BQ;#`v(L@<@g@8{^%n%iD2u4g0c}f^V&x!?vDP
zznUarDsbj!c@rOP9gpb5(wiSbx*-Z?TIx=^cu}+0keZw{YfNJhNk|e<FE``psndee
zkMd(1wl79M87{sdRlJOu#lUYvX?J4T@mAMk>nrq1z;#1NTph9QaGrm?#Dms&!zA39
zVc>~Irh9-RF_HN*6VeUKmnvgKn<`Gj=Zok0lugw}^hf9Og|=x^iWEcf)L*jD2BlQ0
zmr?d5gSCDM)~q4NDOo3Qy!!=04{TQyR2n4BG-hSRzV8ySfaDc`Wr~aXh{R`Hzv2V@
zkL%M*M^1HxTZ+RZ_ng^3ByNH~Y?NshhmgsN=rY;p7e^zhVSKHXj_Wdq5TcXEJ%3r#
zV_5Mfx94*%xaK>htCsh0)`urv%qU4J73z<X)u{Vvil(i~$j7&LPlh9qd63N7AACmp
z6!w6}C{<L+F}3K~Z1s5uTf>=ql*`3T3Q0pz8~4}Bie(B_bK2@by2nFh5<MR+-cgxi
zX?W+v9Iy~Ru?j}&rWDT&Gfb;TiI-LeBwOfm*-zlETclABz7xhl4gP4&Z%>4gd7d=X
zSo*SqB#L<zhK-o9le?^`xoqv~r})y?zxy5@UKV`K!=!;aEg9B(=6Lg_UKKK9ZC($&
z?l5AZ)M0tg)4Q10=mpK&t~)O}opR;9TAaPIF~>i)Q;q)s9aL}Ac0zwQbTZWD_MX%W
zRSs#b2>)5P-;307ouNKWMMX1``P@h73`8nJ7FNvahT5t_AnQbDyM~8Tm}jY=8q~67
zwR@APpZc-uv(b)EwP|_gxs^}2M{9g-L!bHQXqL!jRZTXq7CcnIwL|u8OeuzFYbt7Y
zsNjV!u&|`iL0XF<@LNaYE914<-7T-Utnz59bhVi}SdOEYx$4T!nYP8wkX|zm$8s}q
zGtvbYH<fnnef2Gi2f2o&8atAIFHYme!CS5?4H&91DtW*u195gqJ+?9d(2}cn^ko@Z
zddU+lhFmV^*u8HzHfMvR27T+ke^6EK7u`2Vmn`E5UJDcAJB%GDLENF?I=`p?c*$hN
z#RKwHz6xh`$RNK3xz(ZNoy7YA$<oHggI+#l^jt#;C0cpD;yr7sakW4O-f}3#+B04`
zsP?NX^4)mxM*RwLVKjxw1RbRVP|UP2H$^FxPI>=aP`4Tl2GN8G_oHT8Vw`-AedUym
zVJ6pkQV;Q#!!@T7!sLPmP#vvN@{fSE^!SNWQ={l0J?abwRrps(-aEVwCzE_rqs5#(
zi5+P3$&lQv4@Yr6clno2`Nq$&%C3hjd_dB;;h9oBOX<d%&65$0ltPuqDYZTVeZyk0
zkQipIFFyxVd!<-gdCJW8T05kJ$5Tm_Vh<bgZ89B~3a}427anRl9yMll`OQ0``MjCS
zi0slR%&*y0|GC=pZ9tJFt0wpPnU5+!ZQu91U;&w;Keiqg#tKrGce*!2<7Cr3KrE)F
zlYfABV3rY*_$<F?EAJwBk!l%f#AwUts%eftUfN0eWXAELXCE^AkTbjSbFmDzL_Sro
zmtchwKDGLWulYM{&g;bnIjP*P#^47?-T*pWm45w$Wm1U#aE{N`l-}atQB}llPK4Tw
zXm!5)JmFd^XJ!(xM$SAV%tC@+{ZpK*3(=%Nm#~|9y76l<LVT)4fZwn?jr7m5c+7=2
zn*N-U`1qaW2yS^RvPX>}N`Nx%;^b0P<9zSWh#|HFdFxqH1}v8N+-BHg_(U25ZG2L8
zExEa`-e5+5YrN7T*Vvv*EdbRa4x=-i(U*fD_j7^y^B?(gX(Ls>eSa~tG1YqMIa2ZF
zc(_J+y@SQW#u`YMy4%FwcLh8AVDkOL`AV|AWBo|%1<z@(%nq-=@s!KK;Q|Y(?{FdC
zA<z+dF^06Sb5kN(1FTvy9Pk-fd7qJQhJ;OGh78(_7e_fb@Y>=4YoFpZ{qwqJj*C?d
zmh6gXiXQlfN-VpoJ}CY^>Ce-72Z;xHn8NV-d=>?^?(HwEFL*>*9MJ{03tB}KPn0)K
z>3KAkj~2^}n}fbeB}$P#>5YU;R!>!b?^FW@5V-$(X-r=EvZ~Uj!wHp91hG^-bhU;L
zIc?(<FQFs579oUXmH@LUDB!bsIF`7{(AT7a<~~yp^J*tQ^<1$c)6)(?hF7Qsl)zp3
z$EeYy9j4eXV-6Of+A*i)M*NMi7|ybF&5Q2bP3n+>QejKJ$Jg=F$T0KflmkCu&Pm?w
z;Rf2JFS*m4sn-|6dtFMY7VcXzb6WL}%dDKwb`$ZZy&%ph{C;-DdyLf29C@)+YZo&i
zv(CE@hpq?_*|<?ye~9*Ru7)$bgNXGkEfbXi#yB~gkP-?d?WNIrY4+bKH))!@-myMm
znzL-HsmFXy%Ef<tF?>v(=)7gkv6Ve&@15GKWrolJ!L-Jt@ae%8FK`aA)7(Kd%5tth
z720Llg6?nz2Wcg><f!Y35>Y+#rt2WAGlIo^CsG<-0OwD@G=dA7kQJi#gk8KRHet(S
zW1mE_bEPtf4GpkITDuK{Y!ZF-r$j?tDyaky=jAMdGp18K#kr`Hqvf$=UMbSp$On`V
zM-9r;_5_7kSg1vgty7!|E*-k_3NX+ludQ*fjYUM~4n`X*v3WrHl)+7G&m@h2j~3Xz
z>-OrIq)KI^6^Mar>s$sjAQe*zrP*Sx4u>C7`J9{V!!0~cD$&A!eVeMJqX>kfJvLvp
znm4$eHa`=i?V)~)^Y}ZD-MyZywG;qqbvt^Ynkl#&P-z?NyX2>wzA2Hqt@ntdKqgaG
z`u(r|@oO@-1)lAdhvWXI$Vg%nG^b+7*<*=r3O;t5uP^PqM*~N{_D1b%<9;m}-rOCk
z(U@YGO5!%1hTnSwbN9SH3O0zke6Y1p{_xyy9KlIN&tdA<+wp~gp5k@T@I;bBaj_3d
zD(F+ZnY)mHoO5GH&lSLaRoGyOZB*=s5jdo23&gJTV?VgFEc(ZpEPXp|Op306D8+Kk
zr|5MC?8JpA7iphU;_y_Hqwb6YYK(xk1F*Cb9KbY-ZnEqlU=_8Rp1Va+Q8~y$nl8@r
zY)-S1mDX0}Iqj9jHBCof$-WHK0PX6?Ak%JeYSKmeJzZ8BYgM5uYTp6Rh;I|wrqma}
zsrH_^(xkoay?WRERV10WI5r3<+}}oybjwI=iHe6+=AW$&x-+<8ejowy8^vBO3)(e0
zj<ucB@}XYN?GcZ6C*%tt)re26{p5T~$DK5mV7ppN(@7CF<(sfz()TfKsrw!dre9YT
z#pd7|+wPiiJav0VeyX7H<>Ek~PY|m^A3kCBJJyBhlV~RH01|P1F|BHa*<vk~gZNR$
zC!{aGuJS0qhrqwTxy|}GM`x9oc171L#VjjJ4woB6?iFTLh;|;gQlja5VL~>_VO>nJ
zMAOGVIl}NQrverLGRiUIFMPU?<5Xmuu$qZt-V}mVnn%7G_&0eDeh8HEO3PF*4|~2q
z^2Ks#eh;WJ=J_ea?CV)2w8)DPNYCkej$`~_np>-|iXhaxY>dEOnr(zjL@10UdyK#i
zPmDfPC}|<oAc-{-dEx#7q?2DO_Flxi_tS`{NZ4qV_}h%Jev24uDq1|P9Mn~nvj<aa
zmv|C(b}L8bbX&B1ayvF#CJ}vT79>@x>(n(hs6H5h1(dnSqI6nfT>W}5V)Q|)Qf(Go
zZ-G4dM0_?nD;2eJ$v~I7HeS`k)f7A#e}5L_=qSP#$$aN{)%}AYc1&z@7#v*A;{%>~
zIo|Y0ZvZ={5^8H%@|FWb*r!_SEAkEC#w+vAPXB`85iZr$v5=B8I?Dp*1IrOI_o$c-
zFhi83vQF(6-ngKulSRJyUsHsKu2_XD2hJ{6TQFnn1K1hQPYKm%o}uwRoObVn8JZZo
zl<!91WwZd!vqv@N4ur48s)`y~%)gssdGge3R#lPKUImWuZ(W4TY<ucoR@0=`TvgLN
zyHNO)xo@mQY1N{%J>$P?d2H`ivzlix%G-o{d9;%T(RMkddZPjr2uQEFC(UERZ;QB4
z!?UzWjG|DKexX|!%dNYtHUJ1OnxdGL1k=#y8a_si9L$OTgj{DK?%eqn^I36X0njSh
zvH_=b=+!ITkAA+Pmd$|a-k;fr=tD9s;`-L|kp!#vn=rWg3!XW+dyr0+C2VHd4Jhzs
z@XYaTP%}(%Pop??_S6KjesCDd?e{M`_)?3UWQV%jO%ZQH;*st;#<*0rb;h?f0sV1C
z_QFCPE6Y~eA+%t7fzyztJH8J*BPL|nvdKfE@bEKXk8!q0xwu@gDXMN6`aYH%WL@+@
z6xXjGGNi^OA{HSbpSmhDH(Hy_J^0eh59iM&^IlS2%oi@Vk*+65k&N3mm2;0A*CN>M
z;gKog?(e@|&GCrQd-Pl&S+7Pfn_Q2>g2Rl%{QY}!3st>Uz-Bv6GAILGVhn*Rwi&yZ
z%od_giTa`_Kwk0X1%?Mr>QBu5Y^Pm-XDm&?=*fb0%f6XbLibPC-B#AxT~x~$lgQ9M
z2{7Nr+}s+aJT1m)$KG*CRc_GpK19j6{B*C<i`*ES%C^U<Uo-Rag0DA94DdDGHXBi@
z(=SbJQAt``EySQ36}3-r{q~I-jRkhvy~%cY=8zsX8dJ<AQO{5lP;m*S(;``p{309R
zC5ew&&iP~knJ+GxP&HW$feGWnghgZ2sJmqWpu`^p`muq57@f4NiSK$W)BEP!m>n%<
z)q0G9W5`NTO6&4!fw?qti3p-CVeCf4bVf!Rikx-WrV&c!lFBg%VATu+3A+bYSq5!u
zQPOYkWj|1Gvs1AZn0asA^1iS%;y7%9|MVBMp?=Pz>r2f^78-ZB<Oi`8hMoJzxYMUE
z><-?>j}$Z~%rhdIuwM&tu-GDFXQqf-GIH@yp%IiKOtR}`GnrVA(l;}|37fJd3@PJ1
z^0q}}|3OxTmQNOky9yBsY~R1nqD;_wpRV~z!pD}WN}cn&JDG$`0LP2gj2ulm40grD
zjqXsl^f5AaqLF=b-}A>T!3_(uPi2Br#dU&ox|nM|JtA(ymWxJ5CS*o0C5{o!rVJ$R
z6GLjDdlYmZy{n60O#UM?B>gF!8>Dg_*~?@mh9^OL=}kA6E;B+$!*d)m1Dpujv7kpP
z>0I%g-%`%Vz{i9waxSlfY(S-~DBrqKnkBIpSre|4xQ{;6mm6molg!4fB(%jzot9%h
z9#W8@;#K-KsDRXnz`~tKdvAP+J}i?EGsD^Yp8sQrUGq=&!BFC2-nZ9c5cbueG>+^a
zWGjn`fiM%kY^>5MF80`8y;9I-Ht%J$GnUSzV|)dFZo6?mne0U4ZTs99eJ%qP>eydk
zV+R|eHD(OU&MW3{qwHtuc3gR?_hpi|4}SPxS8~fH*vLY%>PUx_dKPh+n>f6w;?qvn
zWFmui(vBm;EuLVwxjvzZG<R8!*g5QApwpRo@Cqrhh;$P>{;hsuFs{&GV#t!u;ORGk
zH6E5al+R*%UrSK+^!%;me{PU*GFa>B`Sz1%JRr&VD)^=RZ8lWjdj{!455_x8pM+Ou
z66ZzrQAeEa8SWoO%-kh=X${n}Ve~Qf3MPj5AG&oIYjSoz6{a7wQW~oqhym>s@Fzb>
z7NzN<!?GTE_-=`2_r-LKBN_vIt`t%Y+2X`b2QSQ;Qh7<=G)^`;hdLQD>F*%3A-0JK
z3Ji!Sp`rvoZIDq46Wcvn?WGO$CN2}Mnk)`A!Ap!&Gw+saV+7N1v$ytA4SG#HDw~Wa
zC<8uBW~yN|?n=2|YQJDSy%=hR`4hoa>*KNgy`yRb-UEyDBD7*9&^PpLgyh#2HW=}%
z!H8;oI&bUyLdDf6gTg5!-4Q55RxcLDF1k+RPTMG%ZB3MaLd&@JIHx;e=h^5O*XR;R
zf3=SOI<0>oeQx3+eQYy+U~~9g1k=v3=)neQw27+A7-eONL37Nw@5CakIf+^WVX~)i
zQ!p8*^|qe5l4(KjVZgX;&%tUv+A&3@45PXo^rUr^#KT1<!>l=o)RDbA@rw-sX^rdN
zX5KT5&52QkmmZ~tN5wUy+h5~g+KyV6i2R$ULdq*=k4{=bM>jCMu%9o!s?fN6dmg;N
z=r}{Zr?{wmuPI+?*L~e)n-1F9WnMZs51SNNY5X*qAJ0Vnx;}1AO*_kuFrm`Oa3Z!u
zWfD~SO1Im9o!0NR1y9p6nL0<V!)c*+Lz0*%LC~amr;lU&HBEBr8||4g?b61Y!NeVs
zqdo1g=&w^2Rw>)1<DiH9R|SokZZdPFhjL#|x+Qt?CmV{sNgWk0c-QgA`>w=eImppn
z{2(n?9AN*Vf@T*C_Ibe&*%<hyn_B(;Sne3BaF&?4vOHaPPSWoD5&3Scm`cOso_Jj@
z440|C_Lqs<=8RSa19eQ{wi!iY9Mf~>(PzAyJn~ZO2K5LzrlNecPN~7k$qxO~_l>dp
z>BdFLNo(}ta8k|koxbuYSVXS`qZxhGd~Qs-OtM*^L^DS7#k@{RFiJ0X!UF0bbI6Pv
zOSJs?^{>~{`?aI`aRNBqDz<~ZYn?G!RGNAHxr{)%6f&0amxdhsh}}mh0PuSk{>u09
ztTYRcx~sJb-*XDN#U^B+>!Q(8c~kJK^T{@f%Tr0sX9&;;i1zQ<48<T6Q;{Yx4sBMH
zt#!MF(zdU5X+BC&>srLrHwlQqD9V_B`%%DSUB2B7BPJ`U8Z_fp|Me>-Q`zhnSx-!@
zO7y{ZW`23Td5?Lt5>0U*a=#1#wFRCNiLi%5FNaA>&ixu@TtLpoo-46E$*y3_HA)Ok
z>$VSzsjgvHhYva4^+0Q{TA`kYXXgEBOdY;%%(DGqf+ue-F`_1P>Limt?hUI8Qs@<=
z(nTt))Ata@lnG82b~N!c-Cy8cKn&fB$)c7~(2b}aE0@(;S0m=guUm5)JukfO={H+h
z>!)MN{0c{|2(3ZhZyEw#IN8UZrR^4Rz8W?yv)&@JPY&Mt*b=~4f3bk7jH_iP$AzP9
zKsiLfDF8hehsX=k&vYL`)O@#CMPE~Gh^o*QiO`nDIBe2V7#-0HUe6e$*hlBN6ECfc
zgzfFmI!2d;GCqmumLnn2m}|jz?ko%2+pg(INS#t1AAP;mj;d7E)e*LjH}-{ZXmanQ
zxCU>^)@@)t3esI|_x4vH`zY^z*-_<mhi@ZGrBs5g#(I5QB)(NLNB+wF<C6i3qK3;e
z^M>qF7`9|foR=T?AeXPU*-ME;?8MfCjX$)(54s}aBL!|pE^9IdP)N6m`nhEgpjLIM
z_6`z{3G7*1S3DliQ*z6kJPTlpD7g?ZSD6UGInRlT`ehJ)5lrZ;Zpl}*&Ni)syxD)L
zYz!hh9A=6=6r(Lv9<cK?6V7ypU<G7Ig@>uCx-ThFh=vk*#IQEEk*GPJ7N_Ed6j-SZ
z@8h)y+OHc}L3H)VRtBIy_miBP&=(%FpR(?&?~f3|_t{Lkez%Y?kIz~5ec{*zS(?_P
zjp9K&y5Nv}zEk2NwNTU#Lkkdl0)9s@dT_Kzt4Nl}a-ph<R}6`K`!<BqGxmpR5`Ln}
z7>QZmcKdb2-utz}M%UnNl9Mlc(Q75%ZD_~M9=LY+#`Y<-j88i5pQ?QXSo#~T%aTPR
z?UlX6;4Lu3RO*dH`$X+~Y!1YS62D)_mj1+}1Kc+_&vm!2AFtP{H{cssM>~%_mp(fw
z-j*iay}WO_aKBzxTWR`LUY=^3a7)|wjBoT={#KaVHq~8&Gs?jQ#0&SNIA7a}OZQXl
zuJuS8-}j7Wx8wiuJo=lP^;_U(+m&1D)=q5PkG9wGCjE)hYqfhN+j#Co?mw~zvfa9c
zcY%GmMTwf@bW8Z((_MXH+Jdd0TKe+IMPK4X-a9}+;F}gBrQa*dvPBE()R4f8i(LN^
zCND3++kD!dIFe7$WoE|c^CS)7*V|S;m9*sky#k9|4YlKZB0GbDL)COkb*ApX7zfj(
z<ZdF_dI3U+^?v88gjX{B`U>P4?3`sCMBzmtGVAH?CA@JQmk5?rlZKh<th^*bWe3vc
z#_6~tW_2GuX<u*z8-RxkxfG?lS<UYm(njA`UB!IWjuQ7ZRvckTq?`IHDZzj*60%6h
z{yiLJyVW3)>=9KiJ(`iA`DYL-VfP0(hiq)e9y*Fo7zkb>$6<axi8FvaSv_T0HqYBC
zx2n^dw)aWrcR9VPjt~m=;IO=8F&@Xts`TB!`#MeKm54dbZ8z7o5q^132T!v$w_>?8
z0HV%iwXj%Xj@Go>1&!ZMo?xqZfz@q8dul{6%HA_!(^3XYS<bE}6KT9`7wRjZKL8kq
zsE_#{Mj*gW0FBgT-kgidk8Seq2R|?=&vmB7O#CH>E&a;2AgxkFo!nl0l8WRzQJsQ>
zxPRtCB<+BaS0_DP9V6f;TID5kCi^w|x7sT+EvCA&K_x$~ryz-!>Yfo8??u{!{Wt5E
zU6-Gnzx|Re!RuZa^y|lgq8vGtfx%#w>6-+}VFtu32XjJMFWtlB=rg9=C3aq+w!GVZ
zkL%HveKVR+_@=B_IiJMxj9(^I$0T&)bRa{Yzl>5KHu=+aID6q__yx=n(L(qW=hTw&
z#3ZPujA!fHX=#&XBSzKJcV8d(zw4ZmEApo=^vJ?>jpy4eVSQ-5U4o2>J)5E}HMY?G
z#hcYb43pK8M-dyW;FiI2QvA@B`aEIjRgCVn8o%1y?3&Dpg2xOrh{y#W<BY1vn8S+0
z=;z~c-=_W=Yr~5a)P08^$7P3&-^z6n?YN1k&zV7dpIvu#hP6}$#z<gFE=#&m?R|N8
zWy6v(Gy{k$ANTgM5I|j(<z=69Oeq+@?^qaL=aaP(OOt@f<M#vew2zOJ!iPV%GN)UP
zN7Ff?Z@c7d>}A^fOtx$Bx>}L4IdqnDL&;<CrTec<kuBmH5bYH&vb%fByMjVr$e_P?
z+Jh>eFNvl8dVUif_gs){r*=53z?pA3yMMzyrY!$>=eYe?gQS=Q4<pz=bF=_CZ>#XY
z4#THwQ{~};UTf$HM!KecgEusqDD-ix>#lpJd+W-ps<qM9QATJE&6ldj4eZx)m$D_3
ztlD_#DC3sOMTC#&<wM&A$@2mN2<cFtjsrESM_LyWD6~ccUeI(PBjSnpe6s@#=f4$W
ztyJ&HeH!qpTeLTW{!@%9?xE2^saKAiq4f*Hp8=;vtY9%IVuJ1@eFU_W05UHr>WrcB
z68EH2QH2!!WC|jyp%^P-CvE(V7L22TF4O5xHjv0#u5U{mlhqUnQ0>e5lx32J<B+p7
zm#uEG9{l9NPs~}%-Q@YphwD#;YoHZY5#tGYFw_J?xxC!P+z|86UGqJk*-8}}IAgMS
zWT+lSXge+|=WY^I<YBEWDH9#&9@Ro?BN9Zq(G>k`68uw|b3a~@79wcu_H>+IUyQxg
zwSo0*NAWjT)w}Ae?qSOZMCpV-=g8d@{4uoujHezrj=s<-B|XQ7NV2=Y!pakw&QXvQ
zfp(VfFhI)%t5ITIr)FwmsE_<|t<`XxGn@S*gig%D>(OQja!Cw^zFBc;Kj&ce>p55%
z#)ARWhp~BV5t7I?lbaRz1Za{-%j8+)%im+qEn5X$(-v$U)9VHXR@F^)R#jKk847_#
z6<XW1GZh`RJr0SN;5OwI_s*zRpLMiK#9o=0299g9Ex87VEblZ%v9Hftb>CKvs6s1k
zm35%UgPn<W$ELcz!*Ap*9csKeQU~V(CU9vqRi%^@>E0;5yp$zAkd2qiV0kIPE-vBi
z?@c)-m3ypy55KxBQF1hN*kM}QcoK6wu<lv-gh`8Y4)|lg2D(PIF_CF5tIc6nbYT3)
z))Xv;pMHvtNaglqnfIJ|4>o9YU!3hmsqi{Zh&4p>FC6EZ5WK5Z)HUIh*xD%1V65=n
z?TbJ`=_*G-*^X9w%tEHHZeS?s9>Th^AAdcN-~!bV$&6HyGxJib991&wdYwuD&9Fr+
zu*lk6pcUUXP%2J$+d7crJA3Lt3H7mavKd|?(U1gC$JL)$!MC8k{>bpv(D3S;J!@Cg
zeyTj$K4NeIr<-2iWgetZLkLgj<gidKba1s(_EG5y(@zGpnaspr(~C+8V>X|sh3ZBd
z1|B2)d`iCD<snCk`I2AWlva+xCKH4aPHwPh<HuEjB11E{q~_;hkCO6w*}K{m(JBrK
zm<ob)Xgt<gu%rALW$-1H7^2w8ALAKL#ify=qP3JUri~JL&cu5k6`jynHXxr?PBMw$
z;MEzBIDw*BFQAi{Rl>7R#;A_dN=_V7>CjP18Nl+MVeQ&Xq6f)1Y$d@_9Z<R&i}%`p
zDPKf4`*d%O={2{!RkIU*qrEAo1UW{DjMDqQ+{zXC5`j8B!fhBPl62d6O38#!OcDK|
zkm?71!!{b)5&@T-SPGk?61?dbSqJyuZ2j^#04ezmjz!Ti&#kwt(BaY1tBKT>K83JO
zbdmAp<DevLF03HNAdf%)60(H_bD<x%&Hlm=i2Z5yGFg}ISxCzx-ihE$a-*+>f_qLH
zLZxAeqx)S;=J<0BGc6tSTBApr_C9mp4?Hhd&#Ls0T_Sx4SJ^%${ZudnLE?(C1qh@O
z#jgnUM;!$w=q+Om_RRhC@f_&B*3H%0&U}eQ9)xzw5izn~6Xo}P#)NM_z44qXjGx1E
z!=*cU!J`xYadG0d@^$G;E$b)m3j3M#JWsHR%F&#WBEDr>(`ll{HU6Lc+POCR=$T2j
zABUX0)*$A$Mvk*Pd&yfG?3uu??H5A*F2CK6SUT?6z;zaNfZ(PmUl1<N3mld#d>>gt
zK_U7lL?h?kA0~hXETj;R#^zU18|&GU$$rM&wV&>#F(iJtUTMA7xo|qbc<mgNS~i+3
z|NaeIre_wiyZ_tGz5q$aD#3DrjO&dIw6AIj;h6#fX?!w^LLq7QtBcSYIOw<Pgsz$G
z34Q!NqQ+thU7zI%RG6X@1v85+^gFTLlM;^VH&parAHZS5mGU8C?U#fhz0s{G5|#=`
zk^Y!U`$+ssM}N-su=i8h=U`Nj=dgT+=XV<Hwb{-q=)$1sv`7gSZ*t&6)5Xbt^Z*)i
zWr3t|8tHXxvt&Z|lsZ~eR)tr1Is&6F-BjZPNq&VEeQZnXP1_cu^$ci9$oBw)cS%2b
zjnhttxm_nda({+t!wQh#T{Iw*ehVgkAMX7HslnUodr=07&-wfG#OCY)Javo`>L}>F
zDGTrO;T=sr&Do)6bm2?)M~nGc1h=M=$Lw`0E7ntO$)xhd_-ScBoxZ*Z`Zc?`o>256
z!8VKhb>21N%NO6{{sSNn=U-?v{}pXkNJdCpO6+&ESz#kfvpZ<BATmzCKhS1bL4Tq1
z{5K4D5F4EFKZCflvfn}Hxdn0m6P*VP$Ep1rqPrj*(On*n;r?%w*}w2*Z=hw(Sj_)K
zm9@SDC2P;(@DF5nj{i5D9}YOq&yDDR!TI^m$nGFEwtpbIE4iv-tKg+R0b%1Jv$yJs
zns^uC;nSUblTTv~M;%d46J~lLPA2!B@+B7ecjXO-4T+ChqZ8`RbgDCozY2>G@MJ$%
zR0j<^m@&-e77XW_tC8{wVP4kPVOumnuiF=ASnc|@9X(eZw_@b#`JyGM6Tb+P;wu;y
zb77%_)9G6DlAc3L7bT!sfk~1{j4Vx-4W|B;be$KAMjrJ#k|bK(+9A(r!cgDV7|@Z@
z`4>qN#_9YlT`KIeS#6}CSn(6@b0)9m)YF@rSs~U60rGccytWyCP93aO)%+nD%Ftd#
zNK9>z!`x~y;*39O5008PWQg>B7u&1LzFs>8)3)XE>B+DgLl=!|(d{bR*c*)y#)#^9
zW4*Yn@z^+dMoCxQq#e9ApJGU(7isIxEKrdUQmvWS8)5LH;E@!{Fx69wNLBCt>sa|J
zx9MulQcYBKbmr%J7uR`ZQec0ti<Kxg@U&lOrDhEfqTyZQ?_!jm(*YbAyYLoF<o#Y!
z(*8cilC3}^bzh>8ug_w@S9VD84JUi3#HYy5Dmge3GQ3g+AC=|v;J~k8LD||L@f1)L
zUsSyN@VZXCCtLfIc2=w$s5AA0;5+Il`COS;>dEbe?Xr$+rQVLN#fOWS?wqsov(JK%
zf<!;0tqhtZ(1iql)~k;9@09CAHLBPXmmNphok1aVmgXmC*~hKIq<Rd^o_oHjw6MQZ
zc;9L;r^$+4JZdhv8<0HrylG#2xqK`$R+P3!wSSAjn-Cz%NE=(n9Zm6&yIZ!&ruv}?
zt?s?h6!Pr*>}(F#>xwTQJg$??Y}Gt_3S$^+br+f6YZG_^xZ*L@<u+Ap>yx2OSAcnL
zj886I6!^uxK)QG*eAP46<x3YY+xsxCNV?2~Ug>h_(8&J0g5YJDYiB$DD*(m|0oE(5
z2SOmpMASjWaAv6oG?zK<E4wnjg+8IFI{lSat^o$&JM_DXU0z$k6Mf*LjLKc9tmq&P
zjB7z5z?&gNn9#2yNZvbl&xs9ynH_ktplBD$^(#|ks*Ejc|1waSH}|^OV#6cN+0Ifg
z%OSMMc)S~GkMkvYO7X+5@dx*Ic#BJY-u)PTLd*Xs^i9$kf)6>8JjoL)1#(ladlKKH
z*9bzmNZ70n>lk#VYMnVfM)JR$?CgxOZ0&6xV(HG|6;rinn-yZ2o%N+_OSQV3p++f8
z=3OWFoRZOa0pbsc8DF}O$@|RE=7f0$-wVmr(F_h<-)YXt9wB)1fvGlg+&)8VQqH~n
za{|<iPjm3Q*9FWenv5Lj8>Tj8;Qm|1cjTf6IW{~6>*4wsmP4LFAdHod{AYSE_z?Lx
z1O)k<&t#K#czj&?0Zj>?<lGC6k=uFNl9uu6$2F7HsznpFK&p?*TYgHecx%@m6?~gN
z&sYp5fB!L=LfpUi)zVgmlDp$X_{{t@ve!Y`7J9mSg}nVLD9lKeSViz+_dblD<Qj8t
zNir~*fCbARsosmv5~wMw`a)jNc_<;D<$34#q^87C)6tj}977xW>|evvsaDtl$BJz>
zKU}}%*R|fWTLIBZAVESfKBv}rDv3CRp1&>C(^)8yp=TViP4V3uMUmt<@j_!O6?(!*
z`UZDa0Wr=`hPTz1_ydq+#ejTSfQ{K(F#drZi=b(0zmvm?N@jAW9`Bg|_GRltqlG~|
zXf|3svU$$bu))VynDsglunemi+$)jQkk?Y2lPy(!ebA37C{beZgl$jYg@4YqjWsyq
zBeFuH@zu++o{X0Q;Vnxo3;Z-gQ`$((5{Cmn>A1MIm&V<4YJN^BF~K6**_Sa%=WxVf
z`^VGC&+Wxx=uH?O0P?-QIRzQHHiN&8F*Bt|8vNXOfQ~~$+fD%T=S7WwSq2H*#={AG
z)o?z?^*xV>XrU!t$r3HW;K*oN#)cqhp}k&zC*k1(=K5=ijjxE_ox~!wAKyF!3)Y=Y
zBy5B?oKhMnJ-@DZ7xStqF8^83*yCW7%hZGOno`aE`qMXzi!kI83eju7Z*`)*2=jHl
z(0E)aeDqPycqD8uZ=+(Y?Ah;upXCahaU1ywRlSHrB}u`bDPl!dQ?$?E`y2PUpU>8~
z56tnL?_w)-VZ6t~LDLK6O6PF5r^K&5`EePRYY^HaXx^2Ui&3>_>!@s-jG#_b?#!`{
zyhqIU+99j;5he9Y4E<M4om&W#FNz`JKLTdQuSOV?g}UD>(6<I32xe7qtPLrK9aNy=
zej!-#LPsPga;uRhnPJJ%4)(SQ$+hFa{xCG!hjB6G(QIV4oLIoFW;RhZsF`3~_QRqV
zmSw|=eQmFyJ1OxEpZfZNfdI34>=E!$;?VYNg_g{wf<pt*C|1XuUHd!^deit%na(Hf
z)!C)P6i(__Tc58b1BsLMy2_cCu2#dg+%~wECiy?RI>2<Q+oqZL32O{+ceRT~T`?aT
zsRSGrIu$q?SZgCr&nk?xVuH%1IUE?6`#)eCYa5Q;n-X264Jd?oO|zAHuBldY3BO)`
zl%aI2A5UV}_?;F*$ol?|__qV!A|2xGYO2c01jJ2bNlIS0L>(64BGtM(%Jsxz#t;aK
zZ9b2`7tA3$#kK2PvlEe>dz|Iq#FVdcy^>eIEkio<B`pQoey&>}u%WFGX;eYaq-@af
zhS_j8rlzs|Qh=ZZuPa59%y#?I#?NYMKzaHbM6qgfW1gpn%9mZxey;ZrnaLq?lqP|t
zDrL4G{?A?o7C}F?8FlnoX&4%eb%8(}2KGgRALsb(YFfyHi}=)n#V04o?u$P)s2&Sy
z$XP1;ft!rVC!A}XmyU*$V*J=@v)=-UDALjljw9R)ens)|s16LIKOfr}E;VpdIEs8@
z$N}qToH?$X3kOKdGw}0M#$g=DWt4f?pJAQy8a98r#zt=D_--3;G~cAzkG}E|d3nI1
z8iJC~5_=dy>Hfp-nW=aSGE(=a0VI=eD3dq@(gvUpIP)+w6|BAYWlj%b^9gJvWOup(
z-pW`JPPWU~4>Qc8RNJ?S#Ynjs7};q(9Nn^_%`K-tUTiSv9n{Bko^2|xn^qLL&={^B
zZE{}MLUMgaw85Q~^fbbiK-PjcWuk?YopM`xC2|nFyo6d9$y8WC<vFwOG98N<Emo$$
z-~LljnYqmJsbaGG;>e3w!}K)qO8g&7ix%$cp$e;+@IMoieqj2H#jEs0Lm>ULMESP&
zN3HHGiCt?dN@ZFbq0H3@B(EA#fp4b$Azm{m^N8&H6QhUgFZi)sNBc0@YA!FjF2}C#
zd99HP{{H;@7nma%i=r9K!iZLr6#|C;Kr{gWfZ`3&yCM2F#Nvh+-4L=HB5*^PZV1~A
zVZI@nup26UL+o#e<qf$NzLm4Rxx5vI-kcf#d3oD$%W`YZ@TSA;hFIMYlRx=x+iq>#
zGT*AV`)BX1#I226KGU1tznqr6xqNj)<Zp=N4N<ruw-UF;Z}r`hTd}_`Z>`<7-P*WS
z&-kb8?I@l9y!=m|-rBew^zHC(2Ysvb*6yu7u0IukZq5KV1b9p6ZgD_iWEyNY&-7$0
zqGm8HR2Er1TO%tN*$pnKJp9Vm$bsy3p9oYwzME{{Jiv1R{(6$XeMgcqg6SFR!Sw#x
zo=H_o@=vHvRyMXjkve(!o#1;%nH#~#^o>l+taxd*YZ_?C%nW&HRM@2eQr1F7re@+U
zwnhpr(uxKy<_7R@mhkhT^6=}y4I42z=~*)wn_0k&Z0*R5><oBc2+2!|zPMp<;&QUI
zwuHMu=45GMWyj^jOLHs21wX%OW}zXwWr3OV(x^(wlEI)*3v)9V8Hkya8OQ`=Wh67U
z)w48mgxZ>u0hz%xaFw=(#$58kqW@9|zv87ag~6=3SXdk#9hn_jnW45OEI>|9P8I-&
z1q5P(b1>OCTfy|4n5^t5;P!4EF;o3h%*u}W)+c88{vIr5sw_Ze0L#A(-2k%Mnpwll
zpjKozhV}HJ_Ap)=dwVlOE;fAw17ib-5tAXiF((rcXk^HAlSn2#5EuXia)OOHIf4H+
zXZ<%f|6vc_0XN7Bj|2RSOV$=@Xm4O-%S$6BD@i713blj%VV{hX833kX`PcCOS6;z$
z^Pi&tPw2nGzys&ul7bqV89NK>!HoDo03a(9fQ<>jt_TEju|l{200saMPI*}FaKe)h
z7ZtKKf{Xp1i2jZ9Z=z6JMfjB9Q?fF*f;w6WSX;w4PSd+d#~=1?h5p6E!*Y|Mzs2T%
z9W6a;DXIS+FH6gt34O!IB@8vNw}e;hE8+i}>GHqMu%W@94qMyXTHMx#p#h7Lh0%>~
zcJL$v;T{_ra2Z2wE%o3tTko$3v%qI04IdA@6LxdM;Jd9n0Snk4Cl+QmmBeMCXJx`m
z<HTfWWUOaz0i%Iu>XzH^k8D_&@%?dfE64JeuK$p$+a`Er!_&s{=eog%O7=fG{&$N0
zS}frUFE5Sb%~A+IvxC9sy5+wYW6)n~@xQB@_CFOhe6_!w#PBJ7Qzf**TsI{KU<0rN
zfvk|*>Y@PvXy9z{D*Ue;e0=}94>;Kx8KVNo*idhlqdyM#)_?4*>}1Adf3yKPIc~NJ
zx;e<K{%8Y&0N@+Q=fAfBfSeFk_{T&4Zeu5dfd5ng1pd`=%K=|=;Tt&p$$WDH1ad&Y
z@JQSo|270y3IyIUe$x+x-`Z}DKluP)0P9^Fa3|UC@`2dd0q{=;{~^l>H~crpZ#zL?
zAlqGEI9Va=cYOf?Aiz800D#y4fZz0ifE;)2vU9LPe)k!|3BNP{!#@x!JKJx3Aa>5X
zb~%6$Hu&z9|CEIQKzDuSgb(94eL&#dd;mZI4)E{#*x2rj4G3iC;J6zr5P*~Qw{fts
zvEPvefFK-j@bf!912`e@$C-bQ0|)@z9S0ouob7H*fp7@*yS~8Z2K(JM_zVX99s|(t
z`316q?#3AeueH1SKtQ(N<|(`l{96pz;R^4Jjg<rV_rkdyI0(oN-#PS73|N71jQBfk
zAo%s2Hg*6Qa<>hxkK^}ofPeD^1O$VBvkQd4cQE~@T_7hMJpOJQ2=H6Y0677izvUOm
z@mt>D<-u{+1_)mKzs*06-($ea0WY{azQC&-^jjMT7<5-3$A5?)CkQ?{?&#x$r}wTt
zP6%B3pM3De3IzIXj)ORUn|~ly&~GsXv4VeFBS38MiSSPw@bv}0aNKQU=lE?+1cBLq
zk3AU7aW}v00QgFDM;|)}2y(ZL0|@@T_Blapf2&KFtsZ<U0b5ia9x@gMGZ!N=cv4y9
zp->nZd=NM9C$FrGp=9vj-n^H*5+>8&0Sj`l3W&gG4wwxdPfkGyn+OmB7KR6s6C%RK
i&dT@y&!KhmT4M*(vxVK>%;2RBUqex;s6=E$QU5=vX~Q%C

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-reg.xml
new file mode 100644
index 00000000..3ab038d1
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-reg.xml
@@ -0,0 +1,120 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-022-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='455' subinstr-id='4'/>
+         <instruction instr-id='455' subinstr-id='6'/>
+         <instruction instr-id='458'/>
+         <instruction instr-id='458' subinstr-id='2'/>
+         <instruction instr-id='458' subinstr-id='4'/>
+         <instruction instr-id='458' subinstr-id='6'/>
+         <instruction instr-id='458' subinstr-id='8'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='468' subinstr-id='6'/>
+         <instruction instr-id='468' subinstr-id='8'/>
+         <instruction instr-id='468' subinstr-id='10'/>
+         <instruction instr-id='468' subinstr-id='12'/>
+         <instruction instr-id='468' subinstr-id='14'/>
+         <instruction instr-id='468' subinstr-id='16'/>
+         <instruction instr-id='472'/>
+         <instruction instr-id='472' subinstr-id='2'/>
+         <instruction instr-id='472' subinstr-id='4'/>
+         <instruction instr-id='472' subinstr-id='6'/>
+         <instruction instr-id='472' subinstr-id='8'/>
+         <instruction instr-id='472' subinstr-id='10'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='476' subinstr-id='2'/>
+         <instruction instr-id='476' subinstr-id='4'/>
+         <instruction instr-id='476' subinstr-id='6'/>
+         <instruction instr-id='476' subinstr-id='8'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='480' subinstr-id='2'/>
+         <instruction instr-id='480' subinstr-id='4'/>
+         <instruction instr-id='480' subinstr-id='6'/>
+         <instruction instr-id='484'/>
+         <instruction instr-id='484' subinstr-id='2'/>
+         <instruction instr-id='484' subinstr-id='4'/>
+         <instruction instr-id='488'/>
+         <instruction instr-id='488' subinstr-id='2'/>
+         <instruction instr-id='488' subinstr-id='4'/>
+         <instruction instr-id='488' subinstr-id='6'/>
+         <instruction instr-id='488' subinstr-id='8'/>
+         <instruction instr-id='493'/>
+         <instruction instr-id='493' subinstr-id='2'/>
+         <instruction instr-id='493' subinstr-id='4'/>
+         <instruction instr-id='493' subinstr-id='6'/>
+         <instruction instr-id='493' subinstr-id='8'/>
+         <instruction instr-id='498'/>
+         <instruction instr-id='498' subinstr-id='2'/>
+         <instruction instr-id='498' subinstr-id='4'/>
+         <instruction instr-id='501'/>
+         <instruction instr-id='501' subinstr-id='2'/>
+         <instruction instr-id='501' subinstr-id='4'/>
+         <instruction instr-id='504'/>
+         <instruction instr-id='504' subinstr-id='2'/>
+         <instruction instr-id='504' subinstr-id='4'/>
+         <instruction instr-id='507'/>
+         <instruction instr-id='507' subinstr-id='2'/>
+         <instruction instr-id='507' subinstr-id='4'/>
+         <instruction instr-id='511'/>
+         <instruction instr-id='511' subinstr-id='2'/>
+         <instruction instr-id='511' subinstr-id='4'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='519'/>
+         <instruction instr-id='523'/>
+         <instruction instr-id='527'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='533'/>
+         <instruction instr-id='537'/>
+         <instruction instr-id='541'/>
+         <instruction instr-id='545'/>
+         <instruction instr-id='550'/>
+         <instruction instr-id='552'/>
+         <instruction instr-id='557'/>
+         <instruction instr-id='561'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='571'/>
+         <instruction instr-id='575'/>
+         <instruction instr-id='579'/>
+         <instruction instr-id='583'/>
+         <instruction instr-id='585'/>
+         <instruction instr-id='587'/>
+         <instruction instr-id='591'/>
+         <instruction instr-id='595'/>
+         <instruction instr-id='599'/>
+         <instruction instr-id='603'/>
+         <instruction instr-id='605'/>
+         <instruction instr-id='609'/>
+         <instruction instr-id='611'/>
+         <instruction instr-id='613'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='621'/>
+         <instruction instr-id='625'/>
+         <instruction instr-id='629'/>
+         <instruction instr-id='633'/>
+         <instruction instr-id='635'/>
+         <instruction instr-id='639'/>
+         <instruction instr-id='643'/>
+         <instruction instr-id='645'/>
+         <instruction instr-id='650'/>
+         <instruction instr-id='652'/>
+         <instruction instr-id='657'/>
+         <instruction instr-id='661'/>
+         <instruction instr-id='665'/>
+         <instruction instr-id='669'/>
+         <instruction instr-id='671'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='679'/>
+         <instruction instr-id='683'/>
+         <instruction instr-id='685'/>
+         <bounding-box x1='109' y1='208' x2='499' y2='479'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-str.xml
new file mode 100644
index 00000000..ada032e2
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022-str.xml
@@ -0,0 +1,383 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-022-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='109' y1='468' x2='173' y2='479'/>
+            <content>District Totals </content>
+            <instruction instr-id='455' subinstr-id='0'/>
+            <instruction instr-id='455' subinstr-id='2'/>
+            <instruction instr-id='455' subinstr-id='4'/>
+            <instruction instr-id='455' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='230' y1='468' x2='269' y2='479'/>
+            <content>FY 2007 </content>
+            <instruction instr-id='458' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='288' y1='468' x2='326' y2='479'/>
+            <content>FY 2008 </content>
+            <instruction instr-id='458' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='345' y1='468' x2='384' y2='479'/>
+            <content>FY 2009 </content>
+            <instruction instr-id='458' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5' end-row='1' end-col='5'>
+            <bounding-box x1='403' y1='468' x2='441' y2='479'/>
+            <content>FY 2010 </content>
+            <instruction instr-id='458' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6' end-row='1' end-col='6'>
+            <bounding-box x1='460' y1='468' x2='499' y2='479'/>
+            <content>FY 2011 </content>
+            <instruction instr-id='458' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='109' y1='435' x2='212' y2='460'/>
+            <content>Investigative Matters Received by AUSAs</content>
+            <instruction instr-id='468' subinstr-id='0'/>
+            <instruction instr-id='468' subinstr-id='2'/>
+            <instruction instr-id='468' subinstr-id='4'/>
+            <instruction instr-id='468' subinstr-id='6'/>
+            <instruction instr-id='468' subinstr-id='8'/>
+            <instruction instr-id='468' subinstr-id='10'/>
+            <instruction instr-id='468' subinstr-id='12'/>
+            <instruction instr-id='468' subinstr-id='14'/>
+            <instruction instr-id='468' subinstr-id='16'/>
+            <instruction instr-id='472' subinstr-id='0'/>
+            <instruction instr-id='472' subinstr-id='2'/>
+            <instruction instr-id='472' subinstr-id='4'/>
+            <instruction instr-id='472' subinstr-id='6'/>
+            <instruction instr-id='472' subinstr-id='8'/>
+            <instruction instr-id='472' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='240' y1='442' x2='259' y2='453'/>
+            <content>426 </content>
+            <instruction instr-id='514' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='298' y1='442' x2='317' y2='453'/>
+            <content>365 </content>
+            <instruction instr-id='552' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='355' y1='442' x2='374' y2='453'/>
+            <content>285 </content>
+            <instruction instr-id='587' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='412' y1='442' x2='432' y2='453'/>
+            <content>402 </content>
+            <instruction instr-id='617' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='470' y1='442' x2='489' y2='453'/>
+            <content>387 </content>
+            <instruction instr-id='652' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='109' y1='416' x2='210' y2='427'/>
+            <content>Defendants Charged</content>
+            <instruction instr-id='476' subinstr-id='0'/>
+            <instruction instr-id='476' subinstr-id='2'/>
+            <instruction instr-id='476' subinstr-id='4'/>
+            <instruction instr-id='476' subinstr-id='6'/>
+            <instruction instr-id='476' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='240' y1='416' x2='259' y2='427'/>
+            <content>290 </content>
+            <instruction instr-id='519' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='298' y1='416' x2='317' y2='427'/>
+            <content>259 </content>
+            <instruction instr-id='557' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='355' y1='416' x2='374' y2='427'/>
+            <content>235 </content>
+            <instruction instr-id='591' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='412' y1='416' x2='432' y2='427'/>
+            <content>259 </content>
+            <instruction instr-id='621' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='470' y1='416' x2='489' y2='427'/>
+            <content>215 </content>
+            <instruction instr-id='657' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='109' y1='390' x2='180' y2='401'/>
+            <content>Cases Charged</content>
+            <instruction instr-id='480' subinstr-id='0'/>
+            <instruction instr-id='480' subinstr-id='2'/>
+            <instruction instr-id='480' subinstr-id='4'/>
+            <instruction instr-id='480' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='240' y1='390' x2='259' y2='401'/>
+            <content>217 </content>
+            <instruction instr-id='523' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='298' y1='390' x2='317' y2='401'/>
+            <content>197 </content>
+            <instruction instr-id='561' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='355' y1='390' x2='374' y2='401'/>
+            <content>173 </content>
+            <instruction instr-id='595' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='412' y1='390' x2='432' y2='401'/>
+            <content>177 </content>
+            <instruction instr-id='625' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='470' y1='390' x2='489' y2='401'/>
+            <content>168 </content>
+            <instruction instr-id='661' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='109' y1='357' x2='166' y2='382'/>
+            <content>Defendants Sentenced</content>
+            <instruction instr-id='484' subinstr-id='0'/>
+            <instruction instr-id='484' subinstr-id='2'/>
+            <instruction instr-id='484' subinstr-id='4'/>
+            <instruction instr-id='488' subinstr-id='0'/>
+            <instruction instr-id='488' subinstr-id='2'/>
+            <instruction instr-id='488' subinstr-id='4'/>
+            <instruction instr-id='488' subinstr-id='6'/>
+            <instruction instr-id='488' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='240' y1='364' x2='259' y2='375'/>
+            <content>287 </content>
+            <instruction instr-id='527' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='298' y1='364' x2='317' y2='375'/>
+            <content>242 </content>
+            <instruction instr-id='565' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='355' y1='364' x2='374' y2='375'/>
+            <content>223 </content>
+            <instruction instr-id='599' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='412' y1='364' x2='432' y2='375'/>
+            <content>207 </content>
+            <instruction instr-id='629' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='470' y1='364' x2='489' y2='375'/>
+            <content>208 </content>
+            <instruction instr-id='665' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='109' y1='338' x2='182' y2='349'/>
+            <content>No Prison Term</content>
+            <instruction instr-id='493' subinstr-id='0'/>
+            <instruction instr-id='493' subinstr-id='2'/>
+            <instruction instr-id='493' subinstr-id='4'/>
+            <instruction instr-id='493' subinstr-id='6'/>
+            <instruction instr-id='493' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='240' y1='338' x2='259' y2='349'/>
+            <content>148 </content>
+            <instruction instr-id='531' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='298' y1='338' x2='317' y2='349'/>
+            <content>107 </content>
+            <instruction instr-id='569' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='355' y1='338' x2='374' y2='349'/>
+            <content>126 </content>
+            <instruction instr-id='603' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='412' y1='338' x2='432' y2='349'/>
+            <content>121 </content>
+            <instruction instr-id='633' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='470' y1='338' x2='489' y2='349'/>
+            <content>102 </content>
+            <instruction instr-id='669' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='109' y1='312' x2='170' y2='323'/>
+            <content>1-12 Months</content>
+            <instruction instr-id='498' subinstr-id='0'/>
+            <instruction instr-id='498' subinstr-id='2'/>
+            <instruction instr-id='498' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='243' y1='312' x2='257' y2='323'/>
+            <content>52 </content>
+            <instruction instr-id='533' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='300' y1='312' x2='314' y2='323'/>
+            <content>48 </content>
+            <instruction instr-id='571' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='358' y1='312' x2='371' y2='323'/>
+            <content>35 </content>
+            <instruction instr-id='605' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='415' y1='312' x2='429' y2='323'/>
+            <content>38 </content>
+            <instruction instr-id='635' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='473' y1='312' x2='486' y2='323'/>
+            <content>27 </content>
+            <instruction instr-id='671' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='109' y1='286' x2='176' y2='297'/>
+            <content>13-24 Months</content>
+            <instruction instr-id='501' subinstr-id='0'/>
+            <instruction instr-id='501' subinstr-id='2'/>
+            <instruction instr-id='501' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='243' y1='286' x2='257' y2='297'/>
+            <content>37 </content>
+            <instruction instr-id='537' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='300' y1='286' x2='314' y2='297'/>
+            <content>45 </content>
+            <instruction instr-id='575' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='358' y1='286' x2='371' y2='297'/>
+            <content>29 </content>
+            <instruction instr-id='609' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='415' y1='286' x2='429' y2='297'/>
+            <content>27 </content>
+            <instruction instr-id='639' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='473' y1='286' x2='486' y2='297'/>
+            <content>33 </content>
+            <instruction instr-id='675' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='109' y1='260' x2='176' y2='271'/>
+            <content>25-36 Months</content>
+            <instruction instr-id='504' subinstr-id='0'/>
+            <instruction instr-id='504' subinstr-id='2'/>
+            <instruction instr-id='504' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='243' y1='260' x2='257' y2='271'/>
+            <content>20 </content>
+            <instruction instr-id='541' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='300' y1='260' x2='314' y2='271'/>
+            <content>20 </content>
+            <instruction instr-id='579' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='361' y1='260' x2='369' y2='271'/>
+            <content>6 </content>
+            <instruction instr-id='611' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='415' y1='260' x2='429' y2='271'/>
+            <content>10 </content>
+            <instruction instr-id='643' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='473' y1='260' x2='486' y2='271'/>
+            <content>17 </content>
+            <instruction instr-id='679' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='109' y1='234' x2='176' y2='245'/>
+            <content>37-60 Months</content>
+            <instruction instr-id='507' subinstr-id='0'/>
+            <instruction instr-id='507' subinstr-id='2'/>
+            <instruction instr-id='507' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='243' y1='234' x2='257' y2='245'/>
+            <content>14 </content>
+            <instruction instr-id='545' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='300' y1='234' x2='314' y2='245'/>
+            <content>19 </content>
+            <instruction instr-id='583' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='358' y1='234' x2='371' y2='245'/>
+            <content>18 </content>
+            <instruction instr-id='613' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='418' y1='234' x2='426' y2='245'/>
+            <content>7 </content>
+            <instruction instr-id='645' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6' end-row='10' end-col='6'>
+            <bounding-box x1='473' y1='234' x2='486' y2='245'/>
+            <content>21 </content>
+            <instruction instr-id='683' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='109' y1='208' x2='167' y2='219'/>
+            <content>60+ Months</content>
+            <instruction instr-id='511' subinstr-id='0'/>
+            <instruction instr-id='511' subinstr-id='2'/>
+            <instruction instr-id='511' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='243' y1='208' x2='257' y2='219'/>
+            <content>16 </content>
+            <instruction instr-id='550' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='303' y1='208' x2='311' y2='219'/>
+            <content>3 </content>
+            <instruction instr-id='585' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='361' y1='208' x2='369' y2='219'/>
+            <content>9 </content>
+            <instruction instr-id='615' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='418' y1='208' x2='426' y2='219'/>
+            <content>4 </content>
+            <instruction instr-id='650' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='475' y1='208' x2='483' y2='219'/>
+            <content>8 </content>
+            <instruction instr-id='685' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..1c41e7389134d8d13a334e05b716e348930444e2
GIT binary patch
literal 40481
zcmce;1z1#D`!@^-3PVT<QaW@y#0(|fh;)~9Ntb|hOG>Atgn%^C0wRrccXtW`(%&A=
z@f@G${NwrF@4Y_f+B18vwbxqry5o1pW=kzED$dOM1PY?=*m;`;f`M7UHU=+2yu6U-
z#@42eW?&AWMG+!yZs}-j4~B?a>N^^X8XMXe8T0dl931V9^{qfI?>=iz+f#Mesrb(y
zpu8F&xaj3O$x<0FW@uC>G`4+!5ko=#6rWMxTOUR#B@#R1H*b;y(~VFkw(Tj0FVWyt
zJ!HaJrG$?$)iD}Z<FXj#ct3Q{o$Z{zr`YH?SJW?5r|vX1{oD?CexD+I)6*?LzcHq~
zzOFISJe$B^V9e<?slQTPeO>)V(T<6lSFMYa)AxJdnvsl+Stn@6;zQ=3p^T6q1v5?U
zdp2g@Ij>5t9bVDjT`a3Ox^X*pOEw!873fsx#EB`1C*+eJWGWoh)3*ISp5B1{I7kSc
zeBlkYeY3JYQbcwDrU+^(J5q}OUc}r_{Yn?g;{|a9<KB!1X>nw>RQfaCl-%!o7c8qY
z&|b<%%=rtwPWCo@>%w6Y38l2rZ}Gk|Z~qXa0HYM=<Qo0BFaq8+dOL{qzEC*KexNSS
z&K{Jk*Dkae{(vid%|XZ({Y#N!C0!^pRT^T+N9k6Hxgku1&zD$9-zJ_rPiV$tn)#Bj
z4kUr4TzI1c7K!etpx-%Ak!r_|>Z1&M<Zh;#n1;xnG2<g|n<#0TWh&L|y7PdCxhzP<
z4q>sSDTd+QW8ORT<Z<Nm5@w^rs88wS3Tz#DKW1b-pTZLVjzM|vb>_DPA3x;?|2B62
zY}5Qe!IO+1VDU8Y%7XAaeW?_oNER29D+@&ZJ4FbmwhaMq?ge5m3-Z$k1iJ}7v@*Ld
zXR+)|O1YPr5l#n7$1}lcuSDRZd5EyF;o3leqxt@>w4k|^cPUEr`=NcxT{Au1CwqDi
z-Q#^k9}ZI@-Cd-ybi8AMM!@e+-ug3~+UhmlERyD!<%l7^#(+f?p;UV}+r#qBsNL}P
zP{DqNN%XN`mM^lrXqyyFNSZV;(1|20>UYMoWx>FCWqd_8^e|>Hrm~MX#B6l!EJ{Zs
z`cC}3k9cISqhvv^(H-IsBsdw~X0}qI+cdPL$sWb;a6ne%-i;sA^^n<DIwOVrvzDXL
zjLfrEm0_qG4Gho7*UEZIiB%5Bd5p){=UhUBCUIT-nF4(`4+!TIapw-2jVxRorPj<s
zkjDDQbSzaQNp=M^D&+Z-Wy@dreCQa{xk5ZCe7?+D>NUz0YwK4U-Xnw>ryZ86h>~C%
zE?bCXki-$LR)~;Vvvk5BZ+Sw^w6GreoEZg+Da!jzCUt}@^^XJgr>Gq?b3!ppF62@d
zE`hZ%BkFXK&%H&;?{$SSnQUNx<$vqV!n#3;gfr6DCVxjTJa}Dp;0p;^lApnMZb%|F
zX8iK|_%@``1tMuKUQ?{cN>P$D5r$zCB0-fB?uN@GsY_e|xUW@<d2j?e_-us-BbwQb
z3(JxC<W4i(*NEveAg|stQS+vJDPC`$DSM=BpeO$T7467ak4+hMXF{8R1?Q*43$Q`B
zgv6TWCm+tVBjX`LIX$8*{=8Z<J3EiGN8$HoLJji7-5*J5y{CGOjPz>$@WHo3(I(jv
zG#B%>HnbO}Xyh*Ai&Lm{Tvww(m0dZwEQa7$Xx_~M(4!n5&n(@KiSi$$yUQCEsqIp|
zk%`y8XtKWXyvwG3i5Xub%7m1Qs1*DTQEuYc5osj|RKSu<s+Eds(jw-?+l-3wh9*^P
zVCbMW9fRda`Y{f_=B#3|e>iFJlTN0s%u;`cN@VduoQKcBADYFrgVSEiSEAi@DO?B(
zAA_QhxcPg&pERY2e?A0mHM2?!c!*`&N3$q|iW(HE3!1A4U`k0^`e-DZlqZ2L`hj3`
z2bB(!AKz6RCdMO6Nkcc=S`cTj5phpoehaFY9))UBmVLhYkYXsUf`=QGYi@DNh;prY
zFKZK*>p=P`;&(9CC5D9$Q!)~_r^lGo=p?E**88^vd43ea)%RB4FJ$2FE*b_k#)O6X
zMJvDP!jDF!FnaJUI~c1SiYYrRndD1SH7MHijovR)SKA`?o=Gb5YE4j<N*Wpp`L>lP
zj>X%4!xbr0R^P-50kQ`MlHx*-8bZ8?C-38+GQBa%i&nba@!sY!euK>S^#?gK*^y<#
zr`8}Wf_opU>^yOB#=tMZQtni&0gNr70+qPubOAC*X!oBn#87P9ft+jf#gs-rQh_w5
z8;J4VwXCW?4|#F<)RH9UG3|ZyA;yvKdvf&}<qd|MN(&<P$~!&XYFXI3D5Up@-1Qh0
zlvRxxT`5d@1gUz-xRknO?z~+iXCRqjebaQNDs)2TKf}ynO0Hsr9#bL7;MHM`!4s3l
zdBw>-5sq!Rp>}%Ub*>e0b-WXutu%L{)j*TAG&3>Z%NeS2T7TwwZ61sRUT*`t)=Ntn
z;aoHam%mNgFx2gR0*gly*j;DOH-pT2ZM?85Hf@c_Au@j|*KXw4lt}&tz17##se0<0
zII;DG$LZ@=Qm_)X;`whGKe5H<Z&(a@nfuD7OKjFEK}-far`x-0x>=PJ&p^u2(Kr~A
zj0k6Hr}-%+!!{pU_+YEV_s{Y+1mjdx-^aD0#I%6ExLzHqoUS^T2t2L&`W8l!u2&q5
zp)H$ef!1boKAzp;IqdO0PgXyeP$xQbx>46kwMVv5p3ZSBg=l0!LO4eMljn|Fb#)<%
zF~W7uyude``qNYPD%3(ZCIpe@To?PqSHaQGGz~8#G-VaPSR(-_{2H@}hB>mXXy9Xj
z4(B{mz4MW=X{ywT;l>9~T-e-?BeyC%f`c^XuP;Ry_asSU=Zd`s&25*DO=|nto{sK!
zJqKqh_nltUqzX%FACP}OxOydGau41A1FzE22Hm4a3YCV_Y0ty33_daIh2ZIdM8CfE
z&G$gA;ChaM+;-LUlEJU=#%0)a;B!w#MSmEP<3KVpPtl$eQmT<mMocu4GCPWnAGCKe
ziBb?pL!i!|=`0yTQ1weOiIIr7>d`BNLbB(D(zF!qY@Kh)BJ{KMnA$N|M`aFl0@ce8
zJ21*nA<^k;EkO%h2(#uwrg@YREEOIKR)M^`ucqAl$%$xFk#K#yco7uItEj;N<CCHi
zhU}5vVrd;L@{!%kAqt)DFYe;6elsvJAGN(JU(OI8qUIw0nyatIJ{xn|x9FzY>w5Fc
zc2_~9!yR1b3aN+${Lfr-B%@956nqJ7kFQ5D{C`Ma?mzXsm%EqjL+0~VlGdoHCGj+t
zSWnX1t>-IiAQPEM$0m3xl=N%o*92aZN`#8(@5$C9SIO5%>zG$ElcrzyV{Lm&(g!T}
z+i{Y%qD3OHV#iq$4JySWCy$Uy^Bdhr#6+yui?)5yU)-$_xhZaFV0=34drBSQsY|Gx
zuq#*G){H8a>C(Pg)q!?qb6%|#kNM~!@`_P^(<?U)-b{9XoV2>>#+|A{;!V{kWE5__
z9`}1HDD@FhB;<x#)rA!H1s#fkqTp>+G{hkZS0`^q$V_j_*Y~aDgDOWCb(hCqgPrr*
z<8}=a{TxSSluDM^(krO#Y|f8O>@G^RZLI6K4Gd2CH3KNZ=S3VR_`+DriKR%WW$%#f
z;4l$5eS6ucwTNl(h*~%!!yKA5pPVPTj3Js=@zRV(f?tv3k;4WhaSlGJcI=%@4fYNt
z3S;Rtr#a+caLor-M7MpeEb>hSZ;2{?JN%G@;EXR1X(h}JHM<>RC!1ap!|*q{gPAwP
z`M+PL&66{3Mjs&B;v+ls8$1)wsUUp~WzMFQP2ubmN@_;RpD;C%qNlQ=Rq3`k>g%dB
zeE0=-C<66|xyZApv~iNPU@I5W#n8%WQC)?X?ai`v%$s)|2uCgU=KA-?>vscZ@o>Cn
zV$8b^b}-~!Z9#oslnx@T?rl-Fa@j3uUZvBv1uy>4y*%L#`<dUKl#Tvl@RLEcRXC+=
zgIDzy7zN?Q{&*C#IoFrQL@ZJnb1j#m82qQ5EaJllnk6DV7W->GDnWG@i4DX#B!@hT
zypu%)_c5&yiqP=t1Y@C58o3Y6*@$LBMJUk5c+5&7rocRp(v7AYXZy!fYGkOsc5mgm
zwuPaq93HY8alKD;N%DOp&@OdGg~t$=G$Mu7wr*+0b{0{XEg*eC1v@_Pz@_J5!2!E%
zHH*sJ$6_kt<!8xhp}o%(z}0q!%ltTpSFVSekmS?Cmt47Yz6qCCB~hPl1f;U7t!|EM
zsSe#^5~Q-zp{^EQr!rn`MJT}ykx*6kF$QX7Mngjp1%`OT=eaKw2>n|cK|1WVZMCt)
z(eJ)1cADZQ3G?S@8fwe1(eZQMceXJs2gT0s)$cl0Ym_k)bDlh|yYg5g#OKDwF<6Uf
z{mSBn<3_E_v=a7hO{{JgTN<4@Si4@TBIj}Qs1a`v4o#|vW{T7s7Wc&Gr;)Yvg0Ac5
z?hGUPneVn{UwYPib>x0Zap-8rn^%{4)B0K|;-QdJt01GucO_rp561EDg{kTMHMBV;
zNqJPwxz*ZL-#)4+#Iby(-1Qb`$KhNY7Nc*lRQAD#RsU;5tO`>Ol>X@jQh4<o9yICr
zaRn&Sr27b}SIJh=tvSy^!t{=hT>S%7s_Xt(Vj7Fg4@wbY=&>4uM8M)P>&^SSsTm>o
zcqtgJo2P@xf_7C(N`bw2<?#^~GWEQ6f>oc256`VKHw0%{h>d!ZC@8rI&TbHm{Pz%&
z(IXzqiOX_qSkm=stXfjsn|Gi792UO{3eQ>TWMLO>X6jh$&+WJvjM|x@#_}*h5i##q
z-?vGuMJBN1&4x(rbPLfd(?O;^J3Yp!7Oxs>s8^q?*H4eS*KWseU$h+4?lw(#6rZi~
zu#w|1n@tHl!^q`ms(RzK<K6S%W3S!jpss;cL`$X(-XU!cI<3831Os8ugC>~-H3C}Y
zXX&3C6d@n-)9}id?Byyg!<DFL>tmbe6=C!kOYMfI+oR0tLwTW7&C?1Eo&x=Ras`DP
z-j1FXQ%qxw2I!PJ1d~IZSrn_@k6@bR4CeGOP?zcFuxH(T42p`y)Wpb#)Y{a-F$g6E
z70Ks$X3vhM&z-GNm}(tQHS=dcU}@csFe-x{u;!ih!7Hm^#<x4?k5J5<AHNM0c<&+K
zu#|KPTYz%3Ud7{cW_^-0R*E67VoKKZtgyr?Wh#rq2)X0LLHAL7_6`LZWzq{BOC`~3
zquF=jJRIz1{wpuW_<flbrrwD<PT6D*6E`|_J~${wtt}yom{QRbf4F@d(^MV34|+a*
zIew9g*5Vxf3{y66#*Ds6)qmdpdaU%kV@PV#lW+65HL9B07xMP>s<I1<Xk`i<y!>-u
zJZ@~wZGmcO5yjwSVne%@(rrQehZqHtb=Hy)CB1dsnSCt{VVVmenqa}qNPQr#_?~He
zmQRjvTF<6|<Marz_<%%+b%-F-yoWlaRMT}yq1wFX(XpCcMN-vZ=#6RaS)U-g*Eg*2
zjqhw#rO$6lrxR#;Ppq9Ec6FLIMRZLfRHvMoTzMT46a93-=e1dWK(OU~fA(bz63fz5
z6+zrFZ=w6qBL4T9v#-~)94Ifhbnkq6z=^MZ^~`^OvO+b~!rOI1nP~};yJX;U_G=dQ
zyvg?L-uWWIra_e3612Jt*P^w2_iN)tvgScjJt_EwW!}tgo|e1tc1jZQ`!BtmoQ1Ax
zJP9Q?Zte5(u0uAiZe%4c&0E!>K{{)?mf6z;KKBQaA_G-zoVPs|UkBfm=IuY4Yijaf
zvS7Knvt37?8<!d)r9G!FMWH%9#SaagEs}4@#F&S5R%=w8n|zA|krSP5Em}J@SxD(!
zr7$05kPM8)dF_~lgeit!IhSQfeA}nw_H@&o_(Bjse=J*j<#$N`lt*>lEk>K9cl#Kn
z9!-G9ScrI1%6k3Nwu|40)}D*_u*6X%o-eKyve-!h2Rmfm*GIS^K6JpOvt3!mqhE(@
z>m2dTDnz@QXV{bP`^UQDd<eA0GS&S`p|Mx5I8U)J3+dy9ZyeLYOD~4p@iy&}2LpJc
zfh%1Cx=^BPC$#U7Ny|;7YZVy}T>`D^;s*EG=elY=Go^Oeo0h1?I0scP9zwmw<_$mj
zVm^QFyF+k)G)9)${~7PwFlRo;%?4%%`5DQz&hp8iMkBqo=UoeIr(2KELBn{1^7o0~
z7|9BSZ<Uk}71uI!8ho_CsLiMAtyN?j`OXb1f2JKQrQ^<kJ)iAzPpO>y3&g&!=;6oi
zoo6XqA;;r^%MHviBusnV=_>6?^^O-OSp}DqwpH(0((c<Gl4NmuG*FTkNNO{D(r}lr
zy*plutTtv}n4=ZzE@1wK(uHQJw+z#t`@y1Wo!^PfR$g8}KKrXziv`h|4mK%MTuyg`
z4s`^%Jum4B%)44?bn!*ICsvrMQD*AZ?ItLP?!G{%@Y>m{>UC)yKg+ERHpdcYP8RF&
z>&8^zd&oLMP&QMNv=o>cEu0<vBY)Q|Ro(0LFuN4rgW-y5LX;+5-Vn~m;e7QME+fK;
z;@?d|*C<=Yk6#z$qbwWWX(KX|&XENTxlK3O&&9f>kGN6prS(!!`E@2p4?YU(IzL>K
z(3aB~cdB;2k^CuvV(Izf=+y9FocYQ0ebk7BbdKll5e%#GrB+7=YW~8<UMVPhNn8BY
zcAKp7jIq--`A)tD%Ix)vnoy_3<etx7z0R*GDleG&&A24i`dUvM9852=HIGXARaWwC
zezHxa@wbv51)20FxHny#pU!f!Tc;2e91?MDUog*F!kj@(owUwUU)OC2=e@^`+L}_v
zOHpypCo6bfnKs?a>EADvyR53uP<%P1)C*Q$SP$smf3-d9Ij6njw6KxmAxkwoEFW3i
zZ^)hq)#i36;7)S1QGHuGFze*C7i#6suk<l|;O2XMf6p6%{<>V9acJF`K&1}v?(C1y
zs+kWwM@}k7I$#gKJ5_BQtcndhTaTj)Khli9kHsLZ8Qu-HVcv3{j@@tha(c$SBwGM+
zIXBc2k78aycB{}FBUXrL<R~UATTdli+-f@HLAm%y7Ohh7Bp<I%sBC<u(aF(4sOfB`
zhWa_@r|YMd@l79KRE}#u`@q{_51O`V{6CJ8(Jo}yPfS|qu?UZ*j-_m3a&n4Cd~zjy
zdTsmNxu0j}ow2pipLIvz3|^~*S194XFgA7;(4TGWtp6xvva|gsmCPK?-e?j|EZN<;
zA6Qy#)8(A1K{o<!4m7eViov^KaU$KHg1W+Z$BL=Bqob7{G3?hMNWQ9|K5^L@A<Z2{
z`0^HffRph99q+Rd(#_$`^zKrqMgQL0P+fv(WTu<?*>Z?lC^a2%uWEG$L1L`su}PHp
zGn4EMKlyLyqi#K_(<pS0Y~NIc6nW}4ta((&wn%qqoTiUf8_7sjuF2SBDO%E7LHr{u
zovIObN4*I9RYM=^u?e!GgR=K9Lh-8-gxS`$_ro7IH@C+19vlecRkjQ3Y~*kdw(EzL
zzEaN*cyP?BYB37J<Qdg^yku1LJ_fhN?sY8c<CPIkaC}_V4;Cd`4HV7~HTPNDBm=2X
zRm^JC0|uVv=~)?Rm~-Ew;=$?Vw#8`?)#VC0KLCr3V57kpSZs2)l~-bOu(0k{QV62V
zOPA8;Mo>Hs%6Q^OAIPuiZ1Pe)9L8{tmWw-bhmKmL<m%r0@1Yhbi}wCCTyuNikTAV=
z@oB9$gn3EjIFIgcx1|Iq3KJ%wyd9y~|4PU9Npks_si;Ejvk|%H#Ei(i{lVnYaei-n
zvhRC~{lKB|wc?vuhnek~sCq}!TvM54*r1`h5mZKT1|ZAc+nipI970M!NmximLRLeT
zv9;1i$}>nr42q_yp)&KfKtt6gsQdy8K*q`qwX&r$_v!JKwv|EjW%Q+~sbcX_lKti_
zB88`o3vK>{jQj+BY9U#;$5YPS^B6RAIXdd#UC0+`hLAhIR@uDn9I8f`Oi6Bel&9x&
zNmBPd)vE79Rj)!-FWT4`iShJ18}`?JmQSg4wJPGR2~}MLO3)Rb7V~-}Yn@4QPX~9b
zeWdAq9mt*1Qr~^VW!+~oNNSo`CRN*%I+0$M1hcqs;3zt#lqKdgtuTvV|28Q~JR!T&
zKlwcQ(-n7$a1e+#BBeqD+CgMuiA!lodtz#7(mQqiPKI&$O-y_5BvbM-h66_wX%!wY
zPmGC`S09Zsfu9U1%#?LAd`#=)O^l$@k2{R3a_rjdTet~*TdG6fxGL&CK`Z(itf|Qo
zO;z0(9#5EN-Q>45jLIvt)KaGIi0E|7fh-@qUNyL^2`R<AyTx3HOVEr@qk}$@`bB&V
zlMXG&%xFJWYPEPP+Xt8X?vp^;Nf(28N9jA^K?;|~)nPx4sJ&i|x_Uo?j`YZ-3*3~k
zXW%KX$Te+iKju^3dZ**;_gaDxGrq~)E<E@BefI#G?6$PEHV3x6E3R~V9|7ILFn$KD
zq@TsZ6PPX<e0=qq`s|&Es4rdl5Tm`_@_ss%8!&rCy$IA}7=Hh-H*?~9`hYB|s>8`g
zL9c747vlIKx;fv6xUM~3D<hTVi5m=&tzjD7T=)k*+#<5{@9?a#elhoWU>srS@ap0?
zQ;We5GkBSH<0ZCd<mLVN*oI^GtK68071uTelDM4E%K?q4=w_QavZwShYH6h@vt&;{
z>)d>?o}VMF^A3fj&6n&a{z#jhBORAGxmf!_5K8tcAzT95SYJQs6qu!bIE>S<HS~xQ
zml-x+R^rt%6S`xb$J@9f(D)j}A7q8F|JY)n8UeDTIF>R`R~75MUVju})mgCL{!Qx&
zU6^0JYSM|gT1C?qQx;dRWNd%VXE$f$ArHdQc#1QVYphA<qtS=oRt8bA2A;)8<OpUb
z^A?mzeQJBp(w6!4VU)MWLEbRo^$)JMpvm;tOLA5cUJU71!IJ*r3;pI{e917uj&}is
zm9=xe!vz+o*OQ3cXc*HUcV6Qeu;jb0c|ERM_!hX_7Q9nL=ZsKtR%ji(S%k4bo5yH7
z5o~}-Z06!xKRJ7IF+5}(5&R|UGkWn0Igj^>!UG5&NPQLg^+o)5y_ltt=}|oSi<K5O
zK5REn&Ms9z=k!R0=e)R@waIjy+GUreLEk3IPZ5Wf-1qh02ofTpG;JKv`HXU1-@UV4
z)2^_vj_`#hfTsznsks0(8#c8Le{qC=smbu1M>_!dy5r+}+fxFy`srngc$9&)nt9e4
z<)0t$itq<d&_+ZowGSF(9NBXtkfLSwh9i*tcX+@woncobGzp4jyZrQidGn73K{aF*
z(iYu4YtY2}B6G=2dtyx11BA~bJJExv_p-%ZSf+6zek9RkL!=YB3xo~G5hx=P-vpUb
zgt5@qx8@q_4!%s15l_StT-zLQNEpV6;rHa(O;Go%%4KI$(y)`qdi+D24lH_kki2Mi
zbl-PkPf3s%JPSkq*&Fdd9`#<dHL4goe}{bQ5ea5{^wuEJ)9gC4Tpkyiyt>RKnmiW#
z)`X-z)?t~PgNOz&i}1nTRG0e3z8syB`zwW7erASYiwSp)^JLn(PFhEgM<@p)orL-e
z=*<}*-3?_tOjF1^sVAwQ5#PS&IuIK%X(7aApn9VglEI_aZ<yEZem_T}?~+_AFR4VN
zT>M%<x~sy4v?jbt{OLGqK!p*hO&IGIO{HL$4((F2kURlD1v_2TW7KX@EMtz65e<qK
zg=5xXg_p3eyKK986$+0CnlMgR&rC>Xmo#XjXfYp$CM!R0^FGt)RLFbzOwULUQ|m+&
zWims`7>y+VY2lrY*)R7i%Uem7O-1=hGl**aNBN{CNFC8csXLd(9$L4b;tdp|sR_Nf
zqOR#=`HC1NFZr-P*aAEFz_x1T0Zwx{IH50H0l`R_gVKwHRlohTmS=>VAPdA#ww(0A
zHb+DwOf(=$FBAK5BFHVgfKIBdy|femDLtW2K`c!HagFByNhq%QQZri{`hy-YMDa1A
zzCL3-PB8@$NQ#1plud*Uw+J{<3o+%j8YX^^@pW%#Oegkaqxl;@bz4WBACF&my(IsM
zp*;)EstCRA&zz~B=NsWpi{A%CMHUBTPeL?JhIqZ&{IBUEVm0}fK9EVL$uUBVKBS~|
zKz=}C38Q3)G9D)Oak-d$=mgyj3+PZLB%pB8)KT^yEnp>{O=umv({!0^(eUIPAII&^
z10GLIjHKi#d_xDagV8mY0*f8(2YQSy28Dfi!3>Q8LS9J&f>}QXR<dn$W1?EAY*Cpq
znVRP)n$R}G7jy39y-h6VRg+p5K{)SlHt&Uu9A#m~KLM#-CEvLiEJBn&Dvt4qj=$lU
zDf;*}ulEX5hkwD&Q#j4r*Vp6io{wN?NQ|-`vujKHQx~o;<3URgXBj_Eva%JEhn4ES
zVN3TsW4PC{v5u8s0mi@9lY45V^kOm2f2~b%=hK%gN}>zUgzZNB8?3<q4tZAB(ZL+w
zlLp6g#oQD;wj9CHR>bj9`B#GvnpJ|Z>|UB2bS%`^3T<`epfhl;c8ac4ZRBJ#WkxWJ
z)~_GwhapX`in`6kg-?sLnmK0JUm6FweOTNS>?+?vBCD1hnhsqJmBKu|dWe4EXsqYX
zZ(>Kfi6fCaODLYG(bj7AR{pv64@5C<(u`(0YsaM{B!bg?SXQ?yvl|hqlIE#;>MV1O
zk3*zqymy*p<0^yj(iPsd$hzc>$T>u&`KI9hkkAlQ5Ubw3Ep+G|3rP{tM?!bRJ4qFB
z=G2Fut}0`SK6OKDZ8xGZDa?>g4@gJxeTeg>3=jO>T~K~5FIZ~6drnL5GYIF!cocmD
zG9~2;+7yPX4q^kWz$b<fnn%jojbZ7X2FY5vDp14@M3#mR)ru>84`<eTOjfS^h-rKj
zo=k1}^VG{2tJtAEwKy-A`I<IFb0^K4lkYhGu7I_9H`|;19ce<gsz_Sp3U-EcL&kc(
zk^(02p%TNpf-K;7Hxm*P)637Lm)&MQU$Q6JcYgjE-*;BhbQ$;=1#7)2e3sVF&#GV6
zF)GB`k7luE_FVzPi8a&pNpqs;_9KVWG{-P!cgxiA4$Anflsj&&sfWBRW#_&gN4TA7
z1;b|C587-SU*sv`hPE7EczB388`UCU$<sbQoL!tfcL^P(oxg0DoHhJxE1*rQLUthY
ze)_4AFPTkzq}JZpzMKutllmeH?_HC7aXhg<Ry{N9)p#g_6kk=$lXZRC@3@G$vh%pG
zh!)(f;I7|x`B`@;GQN1>rCc57;=4MHY6fYR>BSWeqek|;IuXRlJdjZl6|6kQ^1@tx
z9iA|xEb4yZDxro%j5QlML1<HAuD3y6WqiG<wp{J@_=!<pC}$#y=F_*>{&J&Q`b$lX
z{6+Z6{)<ZEr`0&^_d{>)7%<=~{39i~%{AaT2|Ftr=U+Jq=Rb22uKy$_N!6T=p02@>
zp|&|f&wsY~<-QTydu(LXXxF3jXs4Hu7jDr7v7GlSTZvd1Lo^kVC%fMMWITM!J&S-S
z|6a;qoIflc*+=|zbNC+S4O4jlKGD_s^^=QGfkvfIHDnOa#>h+Y8iAe{?oJ+2%v%(M
z<I)&CIUib&djqZ%L2={g!9h9kKN*WJ(5Z`03GMamnTz)!xKS@|j+RD`+wT8VSCuQV
zL$TQEexis*zbpo#ChS&ji9OCbuvkDBGm#0^Hcx^)&uoihBG3rL)G2wwPZj#(S;|X=
z@t?<Ux0|%};sQQCd(Qh=m8a+DXUUR~k8Blk#amf@gh}nhKVSsC70KU})kW7nX~`6_
zq^_v_P+BvN3xZU<`%G7c*^oFHY#tYO5?!Xo`m=ikJx7_JM8<(g<g0*sA)}IL&j6!)
zQo`#@hmU>_N1gK5wt;8nIip#v**oD97V9(}OUIU0JLrD)l!V6mES$B)1#7AS!IqL0
zVo?uNSe?h-|J3KolGrxLD)_kd?VB1uOpe~Nw4g6h!ls<Zd2KOBOKz;<SX;2zDBQW7
z7YApXUIVWsl$Mv;$1C-LX{lP57$!D0F`E)`P)n&sKK<t(luB|s%Y+34ZCz<{i{Q9e
z`<6S4I%-py&7!i&<!o*|jNixJQN8~LdZ>o3VuCJHSm${8?s>n{wPUVnoI8}8JA1^G
zOjsXLRo0-xhSn=KE}zDEg$S&Z$exHs-evKL1!}Bd@GS<16@^58M2}2x75W3!RK*NC
z2#g>5jh0^`^|(~WB46%^f|EzRgwc}Kol&MX@>x2PpzMWA)TfNca;Oz_e$6<6IM<I7
zru$7V8stM8LMG?%u7XyWYj9s}3DcA)auhQ}JJYAd(a62<y4jmvpa1MattjFb_UuKj
zApiZ>X{soz2KK4lVQbCr7wE05$iXk!)}F<4YuN?t%cRN3#`Hxb>=sXcMUUpyqz-DF
z%|#)Jr@hBI^QL6@-8E-I*FbfONj>iVFk^Z52R8GB4i9I9oR*+&s{2crxh?e{zu`T7
z>uYg8KiBlrv#H)(om~8|x_I@43Cq^$SYN9UhRJ0@Y=7OaSaCj8j50$!N7??as4Qg;
z%w+^S;8uDSDy!3yWqxLJKIQCJ@9xD6_q54g{y?FAuy-^H)w>Wm3^W7LNTyo0Z8wFI
zioXc?TK8bu@TP1w=0@Ct1f_tDdh#U77t~l>8bql3`N7IC=bPj4{rNZ6^($p68hV!O
zRg9c7$}2B2Oz(MhGHFcF`B31nh~1$gWyX5=F7tJwQS(9%E{5wo*;p11q{}H5iL~?k
z0CQ1{yMeod-POhYu6aeVh;gx@Y=1N=wQ}w%RKzplBhRf!V{R1E$te&Pjc3YAbO)pI
z!5w3Vq6bKK)n>|EL4!8AI8gE{(QeuU9NH$;XKC)qOG4GFQPheHCXcHI29@%UcqZp4
z_5{<5W3Zao+oO^EW)CBI8DsR-Wf<S4>)A@d?piN=!KQPvr%dY_f+!DSb)o0VzGTbV
zZ)r%uEJ=O9BNxcLtE=SBkWG1oqVcq+Y1Jy9l<~9IDaWeHr;y7$<pbT~o1h!IhNv4C
ze-yL>4nCX3Vv?p^zE$iEa-}|<AJ|VAI++Yj?#mq$3oR0OlC*g|!%nE2UN)f~!=yD=
z80kv&h#6IPp8Y85EHdD=F#mY^6{Gd^ZrQZv4z?~;x+0A=*EWAD#blU)Uc88^jFJJZ
zo2V$u)34PuQA>vR`tNJ~EG&>@0VTK(eT#mJ`?8XQ0egfmvT5br0-0?=sRY*S$(t1(
zoRk;s1J_ZZ1muxjU32w_8blP+vIs@bMxI!vHzAZN_(T|z+{JxRN$*qOuhF!_M2QdL
zZuNVHY(%QRjoi{6_!h4NDgB4tkXY1ws0&I~7e(#1JN>GMH0D=99&Z#%;t!`ku?>+c
zt*g<&5;WY^^fk_0zCB+)BfopbM$Tw|_wJN=rhS%`<Gn#-v!d1~i8H%sh`8N|dTH3$
zG;8!M<+7?v91pu$w5xGg1ATyykWdz1WZ*UafMEBRRi9L!$Mz$w&7Y#ri0+=~X0>QC
zRAKv9lj4nks8Z(PW1cOWMTyJ*jKHq`(d63&&9~^dwq*@oQkK+|&H(<M<aLoL+&DAM
zE(IK-25ZU%iUioIRt3?$?R+V;C}-kKCzf3K;#TF@`7)_SQS(RwZd5thmuX^;%EKa;
z*(1IyXYR-#P>3NQlr=U}G-K|1O+<90mCkb6u1-Ke0{Q;9VVBJjTJ1Z526xH7a1}V{
z73vgMe>JJ`!1nM@Uagy)(!qm5&8ETIvt1|i`Q6<yl#5WRv6M7&eyTz&H)jNcbd?;G
zfmU&RoUeVNqNtc+^nCBfiRdbYsHuXYF3e~isYJ`SVDTx$5W-B8>|U(cDz+TWWgi)+
z(66_3;jrsQr)TzbCcvomX()BK7Q~voPnVWIf=V}OTLqD$f+iUsQ98z#O5v}OF)ga0
zAPDq?o6?Bn8z)ywpNq_K(k5LVZl6-H==up)>}VG6uF!JDcY7zGR!Ybw3~jKH=RasP
zZasdikgJ+Lu|=O*H2NZ!mj-0S#v07{nYZ6GYZh<DdRBBQ*G9PQ<y+D?1sByD$%kD~
zEVTQJ`W2f&-?5jB0xYR^eP2?a`aIzprcHLEqRHPNmHeqjQxYw`$ahDVtA7S6@QK3x
zC!Iw;m3p@E-7Z4%UUJt!PQ{N$ADx7oMHrAX6ct^`be2y=^optUymCY3rcl2*m#$;T
z7CoewhZQ~SvMh*Vj56yr!OLq<9?}$M&96ujO_z-APx!R%boXAAsIu-wYT?QAvRTy2
zdu$}F$}FD#y~V}Y^mAuoYbODEgNzhr3nQ_a+F!=UJ`x9bnT&Z!JKETbt#&4V)Ib@D
z=?a87a3{SR706x3orJ}k4ejr+)?{#36_uJQ^pZTs(poU@wwfAUt1-~WO}}$)J#DG(
z&#GzsjgD(&hQo)uzCLnBe=a5RP^4e<^6(-7V{AXI$?FNRVl)5tq7H9{P@YbA<V$wU
zv-3jEgyF@#Xj5vFDQL&8J!Yv#lS5{q5V<N2k<=3Yo_m?~!lAPeN);wqDp}|eb^&B+
zEFPoHW%i2<CF6_qc#(-m@5X<2<B5)Uo8&?!ubyPpI@OasePwQCOT$ZBYTysfD+^uN
zist8r?wJ*DtyCGuO6I#7+q8k>JNVM;B&(@{a;N1#bPYF=xxboqvs-l9TtBcPr1ww5
zc2ZQ?-1Zs2WP}kK^`3L%c*&N8NFXsu9$M{x5RcD(+rDgF?TRgpHIKIcZbeAXNE{_V
zm{+~uZcEd0B@#g`1#vHt^!fMLq1q%zvWTCu{(R|6T(81iQe<a~OeU|a>0h`K5t^A#
zV0l#ILlmELVbs5Q_AufBZgAO&p)ZbT5S#1u$tb$-qqD5%k<0k{Ja%!3L^xG>_xg2Z
zKgYVJi6SOu8I7W=gyl1&L9a~2n1&EC&4lwNvs`nvBOFW3b*|L7DctXM{4BR-U5FrO
z^;MUkvTJEZ(<6p3ycSgU$MPM2=<fNl*4)J2YskSL8hGUQ0K<;Y@|4opvCGLgcX78M
zH_}uw3}ouklvLGC$M-Y)gePY<@SIol!LYpk{$s*B#jz321;NhAT6%8p`nXVcwL7|`
zaUZU@CJ$UV<0HO*l!le0;I}ij&Iv(j5}%S@*FG1z)8Aa4phzU$-!Q9hfZeh)W#85c
z>9~<Qm#cgwdoJOz><96G)S&_^lTl!axWjM3vQE$6^kFiL^*kG<;czrEizs+k=ajIk
z<YdILqcwoUl7KkRc-Pv{ll^$5R+iaxoWNeesNI!j&#`fVC7zCrEQXr`#mZqvsjGtx
z_i%?^(PZXl5%h!4m&5Yox`kpb+}_IN^u`YY7b{|tSjj!B-_RDZRzzB0)i$a{o!gT>
zMTyOoFT0=+UkToa^#k<NY43F7b+EH`kez>qfL1w5^M>u;>B}y??(M<-S(&S-C6FNZ
zV(7<!W5<TN4Wq_4-RU^k!`wY#2mJ%b0a-Mw4|-xKPK5p+zdq@T+IvN|dAF&%`}nS_
zb)K$yryS+W1$&uin^l{cGeIOw63E;AsWaEhOOvAOpfPr+2fu04=tybf(N62V_2KK|
z=V79GTZSVgVD3D1;RhoiS5@T%qRy?J!|yWz(vGGXY`gmyxfcY!OXwCtagNR($bnev
zjFJ}RGKZ5e!1Hj8qGTk7lh8jsX3czjpF@cpVUa|wB4;hPwd!*^7$txod84xMz1PlE
zI0DMbh6@$<!P@TAcLMT)_p@s$Tdg!sWd_jh#n#{o$$Y04cRyJ2BzO>1(=Ov`v`;K&
z%`xRT1ZwhMzKLKo4Q6-2vnCgoaBjOVwOW(Q%lPJ#*L<K`&tUad{5w&xe9MwJr}jRz
zjSak&falt7l>=O65*!nX;=5YNdPAf-4~cV${PeTXJ_*!;%r7T49#PH|h6%O#=S0#B
zOKg8Y<KE4C`$Y3q*<KPqXgFw;^LlbKUY0+CDWtlx8WdY#ZEHZN30*AQSRcHP`M78&
zv+^4uHL`yUVi=VhCeF!bOCLLmfN0PB&-4!V3yh|kGn;<9CYG}-<>;n78oQm^=1)p~
zk{FrG9(ZeEkdQv2YBbEO5v3CF7h&$N_ay2z`EI_SeCs<eUFcwcGbg}c9P?IgZ~iKd
zPyMwlW-pg8O?6>S`0K~#IqxHL-xWid*`o@`uzK4)ruxtMofp%(K53@M9S%u)puJp-
z;GUI8bp338zG>8@fSPjH*7m90u9SEtoI_=};a!46UL`AEqHSaE<lc^kUqO^|n{gl}
z{}YL%3kkEf7-IxVhu65<S<jw4&-G_R7dyW%wjgp?D3E<A7l@xaZbrt4fA$qLgXY|N
zW4T`OY;YOLUq#;O85`oELK#1EtjiC`%SJP=4BIyoThgbe+j{Ny32zW{HD&q#nc%_`
z*V_b_la=FFf(!jSzg2d%HHOIRn;Ju8jE&6og>78GS}Z^}2P+$xlbcNk1W~kc1YRWo
zvjBJ58(TYq+2NTm&}{5r<797W>;SxhAa8GDsATM@1p(es07I0GT^xaNA~u#b_DZ(;
zhQ?qvctQ<~5p!{rP`aIs?KYnVLBwr<8QHjRyMgx<fI-%dz#<M{`1=jO2oZZ5+uvz=
z!UCu235yO0xck>5L^!?hEdrGM|FRwSKUwhicG%$@1<1YK4*MUp|I2o6A9Mbv`}y^p
z^#8B@K;aDh7x6&hPi24Y2YUNF7S8a$#l!xmME@iC{3RYhHvn}5-|CwK7$R+M<N($J
z{lPo-KZszzeT@aA0|wS|f@|Avg8uDM@gMVu=sW6L+L->D@K3SG7(4140X<;YA4>MO
zru<gdxmA?E1PFo%%Rppp?5*@IK@d54889mdqAU$|w0ANFL2PVqPx#@+1y?iHf7iF)
zrUC9X(YJH}-nsd8^WQ|nZN}6bcqHyhCj?AnOb;w&Z)9w5Zf!~@WdvxwxuYx4rsQO6
zYiVo+H#L^uH~-6!e`&?Pt_mmhuSMB@QK$t`GPc#X*LO6xu?9ipg=CfGWW^}iSlGDP
zfo~BIMAZ0|xuLO$jD|Fb_0|e?{-m1?&dfiI>i-+vx3>SMbt<y4fNp71{97isNbswl
zl?%jrD>R5AE6X2@R)i>Wf^N0#w=r;1e~n>-g4k|V2pGc#0$>Z!T!<nYD~Rn@iGfxa
zi1pSaA&Oj}U$b+7SZ_7$?@4d>|L3IQPS%ESp53Y$8^9(TD}8foEr29AAnIG28pF>)
zza4PEV*wg(Kky4yEujAijFW|hg%jTTgoO<_g|Y*EvS8M~M0JZLe{JQT?72mjU;Y0f
zdu{>f*O>oX>|y_n=l`+s{I$(ni1~}8e{S;@aDMf(bAxVI1H|}W?f7qz-6GSkQUA9#
z%KEqFLxlAmjNzCLQB#zXl9XlC)VDPe1?<&8-_b!zS>zV)MU5Q{?agh0WDLyuhaTRt
z2R;l?11V8u8wn{<8GTzY<d=~H`lJTt0^BjYTglbI(b!7L+QbIT`iH_QIT<*@y)w`V
zp9DS|+uwU;`|ZuYzsQpi76Se;3L9HmiU7c2Y;A3>Z>i*H#0<<OqHpW??}W15>i!?z
z@()4*ieTI<|4z{@3Mc}Q^bd+y{-y}}8#4Xz`r+?yAO3nhk(C3=&;QqZh&pedVzsbf
z1fITY;Y2Np)ca5un{x*hkx-H>uUnq>*|5)aO!iwu>1%2M{<G?xbFF?3U-!E~HX(XU
z+kzEZNVphKO#&6nDTA4UEG~M8k+a(M(J`{Q&o@nh5z#}Z#(3FJY#Y$t7vv~yl)-DU
zSys<ORI#_4zTd@Mn`j)_&26XZ{l?$xa#EgtS6dhy(PqmU8?K(aOuO%%3(on8X!%M-
z2OeGg>z^;(qRgM#_8)Ve`Ipd{B_YZ-D%R%kH!{JuEK~fQ|6<la2cTJhYY8v_u37*Y
z`qqwcAvtK>%3e|DFL}UK<99*)W}^R-AlUy+5MRL<fzGmvBm<&43}PBX)FOo+c2VB2
z;)q~S7;WsLudt3pdv(2)yJoJxo~sB42Q3`P;Di~Inb}zg`bN?8WEBW$g}JHVo2~}z
zJnHspOan7VPHyETOEnf(59M>*P0ej%%+7G37}Qp*43`=N8C-GBWe&cZKAzZn`F!Xb
z>2R1Sq{F-!hP<SXK`1i$#+b+Ju+J2v81gt?S7rX6a=3-~f0x65ZJ_@R_isJj|7-5w
z0>gjL{abhQ?_`N6tH=vWFbaw2J6PIS19395lChP!fsLinKTPru$MqX_h@0CxIEt9*
z+k@FzA<y;yJZEL)fT)=pIhr|Wf!P2j2^@gO`yW0a7z+#d*YV%p2Lb|XC>*{xVJu)S
zAPVE)0*+hf%mQZTf}1#y6mYVDxw$#OTr6B*E*J}l<JPZo{_)KQBn(hEIKe-F+xzqE
z_7|8P3Weh;^wzyY0k6h>JL>Pd06YZ4pxj^>uqSvc`)%~b&JOpue;Efr8{E79!Xr4d
z09X1e5xDLBQv$bq{59?t$N#!eGq)D9b};|zTGZUc#283zfLulkcn%10fafeae@}Z$
z=)VhA+1$$5fmsoV3#|W3MS}e+mj64Ye@BIXjQ+2QVf%xYe^3O2>&l-L{r85>#s#>I
zzY#Zz)!vT<Tg**1lLU;0Z4#(p$oV9?i>lTeJ2a@pH_9$*dVSwlDf?%#M@G}*S3O6^
z_A*Dg-ESLOAyXsJJl0`D*EPwP8Po4ThND~^yI}5RzK>$Ap6J`B{m(#zW>aT;Gx?X6
zC$uJ~t;X3M#1yNM*2+ILFFcdoh0HHcyB+Hd6C(;u4k(Irel!n;dPhVxpiZ#LzHrPC
z!;s$2AhLiA5z`(Z?;y*C0llO~I0n>oVPU9cxJI=q0mX4HjO|lD8?nMZc$*DNTK5(a
zqgxUwATC<8P9I3{xTIznmV9lhS`t(F!Q4>fXgxWdiP`f~spsblhb5`QXD>+PzbCQh
z$ehr)EqZ(lzE-V&!dQ>5e2J9tAY$*I`0|@O`wQmf6eT5;l^A7Q?alR#;ARYj@=lie
z_Wy3he<I6YKz}Q#e*yZxt(uMVH>>7k|I4a@KaT~(3*%x3!_T;Y@RjWr^5D7;y9FWm
z85<Y$_P9M~;RLe-2ODs(fZ+H1CkK4wpC7>D;0Zqr2&iCOz&Qs87|P8CxG7FB2Nb{o
zU>j^eNX8D>KVZY0Yybj4fmSX6CAdMb+lS~db}nEHJ8;0qaDrh#FBdQtp!qhq`+Y4a
z7qAWoH-HITz%LX)Csv>c0JOmX`-j1Rwctnu1@2%2kcbPog0}+b0D_MKumMOa*Z~{@
z&;jUS1?Xf2a{_llIe_&!f$KkU>vqjsH2G_FVD!Iz{;i)Ch|>R;TYm2c*#0j71sC0a
z4^Y2_mj9;!1!#?lt|f?#8~8B+4s-agt~rPm&>%BcTQg(p-=GTy=i~nl6r9}u0u*Ht
zen4pEoJL_Ih%2c`6`P~OqwQ2zPl)<O83R+{S&-Ys)LrYEMTxVe%c`>NTcBXr>Mw7#
zQE!9hl{GuK#-SQ`U%X?;Y2)f}qP=dH=v48zMm<~S^lQGyV&#s0|3lOB9?q9Xt;YVQ
zSUArloj<&$_Yjb2^o3rd=MS$v%)QFzagC4FeBIhtfknzI{cIXXyk9uX|GlYs5tM>Q
zy<Y9T+?{3b3B7DIe@rp0)r&FQB{Uo@Gwu*tQ6>W}73qL5aj1VFh{$rlHYTvHJh7Wi
z^O<p3v0+J09oFYQ9G*iS_l=rJN}C{s==h)G&=NxyD9_XvR(l-X96?Q2g$7j3=64G=
z39el$xF5DKlQcst{)rN|>El1Vf|5LtOaBHF!vBS*XT8m4e~SihrS#u{1oStMfd1zC
zSpbs+4meN%Mg%_qg8(!WNU-6p|NOxF**M_F1B?WI0ib{z)qil@-u-JvI8?v@NB{r;
z#tj2=0JFm226~(418@L<5)5$ja0dqizTptS!3_iitehYiV5UGT01_}DAA|wM&jA3z
zACz*iz-{BN53mXhFk%=t04jii!)b?Kvjb291LlVT!3i5DT)E+p#l{H(a{)Vox57Aq
zb%0Uupap;sc%Z=nfDs%_feI5R05I^G0hqW2l0Vn`HwgHPieL2H_5)n_7fb)6r10N`
zBEMy6|HqaN{oVb8ZVex9?UoQLb89Du-_0B@`Ty0-Sz*6fxuG5c65?GZ1O&vF2sr<R
zcK-$(xAemkkiRqCTel~xZ)N;HCC0));TEVRGXupYFe^7VH<*=!gHs2d8=5)*It1h3
z0zrh}36A4!50HE6+e#Xno0|Q){v-Wyyqy6AkpgOc=7vJnrj|f48Yq(iS+gqOHMsxC
zS&bb5PXch^&!Qy|6&VBm>lTgwj^wC?fdZWMugWzK*aWx>Ob0Jo!?y<?1LvYHl${=Q
zJM@2NDHrs2rtYfQSZb*~5Lj<)ib$C{8;<NtojZC#w#7|eL{deAUbgNfz4c&;3#Wf`
zY9ctbZb&mrQEav~TN3Zt>Y%v@H4-a_xq&-kr3JQyCYrKP6IkJ{@Q*tI=5I2;`$+AM
z#e0Q+t?hpmtL!H?eUECdet*`%bG@JM^xehWCq%?%6lt)Jv-S7Nv#x_aG~pLn7k!s4
zWq6?ivf7BvM+gN@J6(BeU(C<<5!Gw88SuTz?CDSk&Yh4R<2Ij2SrG|pQF}U{wQjOI
zU0Hc$-t#&{cL?CwmyPUKlf&<0+Nhu9luEz!skJSrJeW?uUV|;|<KEmmGd`>D=AIxI
zcX@n`QF>i$xHo`sc)AjLKwCqj8<5`B<j1-2-lnV_*06e=m~1aqi+m3;3&-sx+tVnb
zn;Fyld};h#9Ovo`NpCtHg^P>xvtM=&EcgUHK6kvyJAZxp1NoKK{fD!uRxjiV>)UcH
z3Miy8GC9q24r%tg9BMm=$#(G?RKOXfXq^r*86&D>)@x)iheDHB==%O(*cj|RN%96P
zNWZ3J{JADgQ*!Aym3Ms;qUqA=+%Zk-13{#kdv=Mc2A7`YEHSgI{#~p#G_Ehpw58VY
zR!X+4gSEaZO6x+DwPr-?f|uMr1~BXq2?go7MT@B1eO;IsFYRNL+1bJVif!@e!U5~9
zT?e7svbKYJQis^LgLfLcpS91r3kXe)GOff4)m>WF6n(-N6w4Jg)~v`MRpRpg{PA?Q
zas_w)6Ry;w@=lG{28Kv0&zdcg;-&?^XzgD)F)EsYUpBjuAk)X!MA1ZZnrBSV32Ua$
zLkwK4VW5iEgPbs(b(zHDD}=18Oj1)<^4gi$okZN|oLr-?yf$ZI`O#<Mx=hYTIT{ru
z3FZ4g5S*e@w70tY`{LTv=~O<7W~Eh2rAXk3ilT>qqA7H{kZOv|6C))w@0@6u*IY<d
z{a7sMP5;uC*WxJ+Ci@)GdStqV`uA%i;Z|cB#xqeq!Ns2L2}1pw^XXB<;nS~IEC}2<
z_x3}S6kbO^sORbrZzz$xaG0y~@O;#(aBd&3(;dv9@#2wtO7789b{^HrD!0m%Zi7`#
zK~Af+82c<u<V5<{>Sg-4F8SJ6j10si99BPsl)_ES%}`&4J~qe}bXR^urBD3$_{`z@
z^#z3djF^=kvDoHtm0FK7_nh~JwX&`XmClStI#>qL+O7bKWa)Boz?IY~W@u18AjU0`
zLP0NR^F%*vhAZ-eL3Nk@Ol47YT!q<vu@0*;jwp+~#?6m$eb1+5KatcM*`uo^Jf4Vz
z(e*7=A}W#VR^(#cB!0CieSi9<BiW!LOKa0o%%zGL>&wS5y9{QMoP;C63&G_pnZfnm
zXAhW$EpizGMvrqQpTUTWn5d3c$rn3_8C5@i<lAv*NhwYL&c~c<5d_VpHT3xW<9o0Q
zGjB@1_;<@!Q;i!remgtaI>rxsf@kM-a#4mlo|qGe**C^AsvUBdeaZ~Ql_KNTq-;)t
zDT?J<FEgvsx6i6RU%>H^*s5W$4e$2VnULt9P3`O-Q{7-X39S%uQvz#gmiS$QPKD7G
zP%#<??sJ#B6|TDah$axq-3=ek3u(`H8BpiafXcSJw|^HN;8JBErfyjSiM<z8e}V_)
z7f^xbqV|}ChzFK-;0Y}+m<>LpW{RUDMr&DmTSdfLCs0Od>F5*~9&u7SxQ0nmG~E(N
z5rip&NrI~X^*Do{ny+&sR%=TbMeTdQkAf=xsI~K-`t>0{-S>Ld`-FC`q5Izy+xALc
z2{93Zgv{QPv#Lw*J8lpV>B)c8NqC{yDAQyO<-+TItsTg?6wRBQS@tFb2ZgVkyyA^N
zPT(VGq-!$*!C++ei`BrEhC|FG*BlaD%5c;yLTdyissxO>Kpws?Zo3RlAManBv_y%2
zrLoI?-#brmP<<9U<nu{F{nhTpr|qr&o9_qotEuU4c-qJ2Rg}657g{O?kF~5Xb4g5R
zIx#r+tiE{F$=k<Gccj_kEVXFyG-fU9lihP{kdxTFgE=`4ohexic`acqp$t`S$X^KY
z9R}?w9q^;fCwxaCvLZU|+KBlc@6V2VPIXE0RqbIp`*eqyIe(xtwyt<=1h|~MRp-rP
z1kXFRcWsevdjlkNYK8;0c|4^hJRC13k^?1RGx>{kArdMxIZI9Wmj&$eu0%Ia7DI6Z
zbI^ikja<?eby^>^IyJxdu1C;$?#wEa;3PBlK*yv2`Nx|o%3+~+q7Te<pmQZQ2ceb2
z+3F{TO{Y_FUxeOv+_BpAn=_4%V;ta@?3baRpAk+8Wf2*_`%2ED6B#Gj?k?L`tidZX
zvX=!_7s9;-e72bcdYkArlDZ!~Om`DpYEFpJm!aFb7oU!bW!y;#u`X}U&7Pc>Ajn_p
z){YvVCy+PJI;x#*Cz$YltsX3TO0s*LDe&aYcL~}nSMMpOU72GIgVD9|n|Zn?M{NHL
zJ%I4^uVChX3_bpr+S+aS!3>1y%s}Cm8wd}9%GR&wgO#0?g%ha1{~3M&J-<gEx0inh
zAJG3M_F#nqJu>DF4nW!Vwju|wvVkD#f5tFSb{H@zP`(46jMG7cAR-V^h!{j1A_aL4
z0UkC&<RJ18An1pvKr|rw5JQMD!~|jmv4+?{Y^;qT_J78Hju1y@8^~*8dmH-OpbH+P
z0MRQvJp1h-+J73@K!L#Kx5y5d4EWCif3McVA3y$4>xZ+RRpeLo9?H$a@muuhq3-24
zyjEL<M^R|C_5ZMT4$yUOTi<VE+qP}nXc{!OZQHhu#%hDcwv)!T(>Q62Z>Q(pa}Vx&
zzx$5yJ|kmv@44rC*4hit*!{1$esdC|mVj}n@Efic<#!>CVP6HYd7R;|!I67KW)NK<
z6Bq+_k%;{m`GfJ6(ltbp29b<ptk!!)gsf(ROxFFo-&qVI3$^A)Hf@#ZLY!OL9MKQP
zO^UKt9~bpB&iHRh#H(=*pZR#t9{DD&q{`D2iYCqLrj;u!olmRIG}o<jG%V`X>K9xr
zX}$T&eJ!AwM|j6OtXn;DiImjv$};Wk_8cq9blo95FK}(W%Zg;mpO0gxPpp($3Y|Pc
z%(}Mvu5xJba_De#yr!<NpYE@u2SAHZHBK}}i`0h~_3AlgS-CZiPpock_TaAOie;#s
zj~SALIAl+Zi<`Vu4o9Y76FivJGRbNS4O*I3XJF{f>N+V-_9}~_Z}uvUH5^)I4e4L@
zHHw#CazJI1v&b+;lp3ZLc*;+Fb+}~5xEsa;<c|wKsULsI!aYH&y(;w)_`JyP(D%XP
zc^JRa+@~qO=zcbt)ne>NeWj0;K~_{|$A(#@Wd5wFvDuv2oQ3xH(K((nHyOopH%-N2
zH=(O|<1c&S>BTHpEc6z87Ty(Vxo%>$5?2+*w5_{@vPu29_jocvd!J4mjAo4-?=uvK
zizA6p2klnnuUky_+Jhfo_PwuwL#RFQE4&$UbBbRtx!H^1_(_zbRGyd4fqRC`eh8aD
zy*i0O$J9<Fh7_SRw*2VWL?9^Jk2+$?Rr2L0DwBLJL`0EmKb-OkXjOZFNiIFdp^U_e
z$eGzn!`o@%;fS4gKMmgvsw1$7v>GX&PE`ITTlDO_;>W-<5o?W0%m5X4iv0R+SYc>b
zEu3IvhfymK9iuzE5x1Hz{5o3|c8-f)5k1)-&KxJnjjey<eX<e8)c&$*?G(k>6-|U4
z5wU&XC<DsbEw}bZ7sqC+iAp7%3&jJt@XIAT>~1vl)yf|*j7*4f5jiq2{nREy{v-)D
zha%d!VaB~DoHMwPl>S0uAD)1CKI4dQyBW-1U=vU{<%5e##@k8idLmJ_(3iI4bIU)Y
zuSnW%x87WR?YjIrvQDprf!T<SmhV*2In0w+h05DrFc4fymo+f*0KqOKXB~j38W!uY
z1vr7x-VjyrrMwXq>H<vP49RjbE7TAfl4y0BnDpF{Nu+QPuVKTqODXFMsp&orNZ&L}
zR12aH;~pL^>^x0BPR7BfaK<1AH%;`-K;S^!i~AjxG${C81_lima~~VUXo=>E8qfyL
zCvEb>8%4YvbRz`!Z$g`DVO^NPMrI1H((42tua<BGI@xmR!9$>^BQ@A2X<voDSlE6s
z@0=6M2w_8XDxOg2==Nbw#^e))gSpA%4e{E*^4i|-<xYMWrRI1YBko62+3LlsIq`Dd
z;JIm8*qB%&jmDFt#Pqy-GOs(9AGu;Jz^l@H`NH=Vv?muTwexB>XumV0-!EbV)RrMm
zB!<L&ha+1|N)<PU2Du|bqpfUFhZCBNU7-F45D+;sW`Rl(MfT3}r~Kwwg=Oatl^`dc
zNWA^jQdkpD>kySI`6Ji|!)jGzYBjK88%9K7Bvaqm#f%#QOlB1!v6pf)M(APP!`cLw
z&N>?i-lrPX0Betmg$8h5>_t804XYsv9{cN&YQrG#2i1}6a4@-sc5wI}cAc+<b?dA)
zb(P8cqOKjYKHZ#xo!7)6tI>TA`(mZtC{Npi%|?ODx)V-~(&&T3jM8}=q06S~>Nc~)
zBLc(rb7nwYRNaucTfRvhDx@zr66+=F#3>+1l4cy54<BFO)!+G?1^beU8Rj+1Tq`as
zq&z7Ci)|*ZJXvFZyes=qaZ=7abm<~yOcx8z*vswb5(cG&U>vf%*CzMv`B$)MsOk6e
zaAnZbkt1qO==)?hw%$uoHUd%%bw9X3wTZUeE*{b}fRk$J{O&h9R!Hc*Gape1Fa)q)
zKRP5g^2p6PmSbq^Ow4{=`c`YN?3*Q`>fewps$e%q8QZNbnYG&~kkpe3;dj_g5EqYR
z7Zggyl*i)z)BQ(q?ap~oyQp-PTYcY{lZfnd{E4((ts3VMaT_ID9DwCmg8`Ddb-DaN
zL*CWr(&ceq`TR+j%oU;nhk?b{+IBe=dvnp7X$=1-o};*@7Tpjr!#QNPS*bc4^d>}q
z@nRfLGNcv?QXtMA2$~B7D$NLUVn^1Z_(LY&Qs3uH8&aDd*bEQ`h-|~!F677Pd*f@@
zuj2_Aj09kPwhE=mfmMS&Gb~l|%&9}p`3kY<Kz^%&@U7L7t3B+S&b?J6jg6n|H~k1`
zG{mb9Nc7(wMon2EQM!UU9qC&}f8fns?q`Y$G>T`2fh0GC)#k&14^a%v+gu1cm#o@x
zK38cZM8uH;Cw8rn=A(!w-hd<oVx}5B7g6(ruJOYR4qhE!!W!PTO?yU(xjYri?jHLf
zc^ONWCKaVG`C@!dllRJJSj+5^-89}<&iA_X{rNtmf7N?Q*ixJ;0^1h#7LzdXwl{1Y
z)(Q28SG;bx)l6XHp=mTrE9{Zus)BkL@_@c1X|Q-cPkwALyc%hL|Ah=&!dUb4T#>PK
zWso7F@U34A^$s95s+n@K_F=;U6$V@y#(*H;GFC9*C0sjZ%Pf#m8}3u#+3K?O27f8&
zbQg<+m<u{4c&8&<EFrT@uvFuN22(Nx=`@1eW{CnV+OmkgfwDjqq|zp-GJz_*bft34
zxi%_egm)$_+U^Hj6`EmY39{4T!DoN2a!8FrMV+15G6I@sf-$a(<j=k<1`w(bz*|un
z_oiV+5kLw+d2n`93dtb;UvBpajeTXRhuRobb~?LoH$No$84+%pNkT;kRat=L=!-v8
zyB?Iql8|WYLb6w|M;ir@NHbcyuV*{QOpN7M?9b-n&X<2`ci6~xSo+a0@-?6XbM}yn
zxuF2nf^U_9jd1}x3OSxc0-;}(6@ODG3uo!j2~@N3u{dmG2X^(ND+n8!D?*&8AXLI+
z7Zl~FaJWi2;$b;dP?A}&Uxi>}I{KHY$4RgE!Fh}wqf~(}yB>)QkS?2y1~Tug<d02-
zBzydW%0D2L_9AFg-v)4Ic;1#QFiIBWORycegd4i%<hE}Grp{d)!L3PutEO9nC46Q(
z6btF)f2G6^h?Po+6@m;(KfadWyhMP%5n*hbzqP?0=rZB|di45q&z*Z5od=Bb7-Z+b
zBM!T<?{PUqK`9y`c|$o{<t{`MFjbLqvxSnyAsv0-dhXZ<$@fDF5i&e{c8k^Ng9Wph
zgIk63Xwo?;c*5Ze-s`4oVyIxHq|lhrt@u!?oGp~KW5Re<&n~0K+`{)H<=c!XRjYAl
zCMTL1r%VRN*7+>X_)|gHGll@MvRUhW$YN@zBNy}-7^A!|YA^5gKi#iBb~zJU8c+~u
zUzyj{B#QylQVZ9)(ssAw198VMu&xGzWQQ7%7nsuTNQ%Z5NJg6ZTkk22wJQ5aR$@>H
zWWF04C5VrEf*UOK2n<m%sB3nrpi)@i>tB`<2ox@a<`!-h>J@t4iqhCX$tlgG%^3_p
zC&5e-2BJrJsBDkesJ*Rg>PSS#duc6^Cd?LhsXJLvjM2#WENrz?4}Y&{upn;oVW0W%
zgLI~?2=X`|Plm+LYp#B!Z}nYP)?`1hv&yymj`C@NVMTg6)sB!}hI-E@)`$uvK2lN2
zyz-Jn7DM9;vfH`v-*q+ys+fR3_kM^rrtpNdKN|uPr3Y>~-usEDiX>H1u%ItN<&5b>
zz=%K+bG}i{XepEe>Brt}wxy~nVSJt^X-D5I5%yDUq3Qu+^ZLR&8m1AwM5Dxb-~qoh
z0{&xtc^RbV+ynVH?(dZMwmDfAt_$+rNxOQ2_I<M<v3a58NlGa{D8yj#R7EY}k8SEU
zq7W2a<sV6kCiyOwiWf~M+q!vBvkH_9h0ASpQ%TcwLb_@`(x5;GNVHx~rk+995ie4B
zbUOZ=M+$f#NsGHEK~f=MLTUrO!5{Bq`u>=yyj2niVJQK-OmMckd3mGdlCodkdF`pE
zvSy1#L+xpp7?+ApqqH9CVURuIK#rCdyt++2{zd+YqO$jZ0}r}yn}p+Y3o0moq$bga
z@JSJ<38JZjTf~Un9S8d#-j+eM(sF2$1RyzFA=d?M<8(|l;_1Yx@_BqpuP`?d<yQqW
z_Z#GEf!yWoaQ-h8P-FE625=y^n}X|W8+fgyv?xV`45A^xcf4hRvJ{|ty?O2ZP6g)Q
zF+Y?;W6q)!gx0<PI^w56Q2aqiZD;0yl#!W1Igp7(lA5ql9DM5N2Pg2@%7p0wWQyJc
z-1<Q7msfytc?zfcj%qmX`-m8VK>XzSrs8rZFjdXDtcw<NQ&aL{J)#D3CH@QK<mIW^
z87NNT^N&J5149+S5r^J3a6-{4!g}PoQzq`YjjwGi&Jid+22ZjsHm~&OlLzkDCkD=O
z58bynaI2)j-|}^h^Kg|?(34lKSm_j4tv_AC+;1s*WNU_$*7|%k=U<Xx(QFcn+S~}U
z*jAy7HK8x0^YQmfv*>WY5Z>C_BE3N6ST=k@^3=&HJM|ndb1t#rE2et_a@28qya~aN
zMW@fYB`2Ji@Q3m|f#Gl!d(6>E31ElX70VSxp@cExp3)%<B4WwoJBLGh;q@S$jxmm>
zYyyuNFryM1ekq~v{~U?5ZQxqQo`h>DHCtKkU{gk%fn~)SqkpQ7iwjXhVo{nK07Sl-
zG9%yHcefHt8ZL}N<NLXdAW`1#_~9LnRDlgFX%vL0cmf0LA_GMWP{gGfMgJjABUnZg
z)XVX^BKy1jdU;VdCqB!4wrFG8MyGh6B_~aYGD(yN(cGcFj@1bk`G}7%rdaB`rwFN>
z{;-D&GBzdf;3Ms=Fh$YJ<E%Gv_psP-rAduOz~a1XT$GG5Lnl3Dn4(i5Kpr4Wt^C)v
zuq^SqwephJAPIL66w7(zmPTXN*k*RtH7uKOEd+|OG4QBSBJ_9PM1~Xv!DXlsx@@90
zg~hv(_*`499yJWRldK{Yz<JLqWtLi8aIGS61*SLO6M7K#P{#5`D8H&s9x;Dtu{C6`
zW^aE0LoPJ1c-fJ5O;DP`6D7r^koM++Dyw>LUd1YY-B7_<4bm{SZN9I{org^~Y*;Ev
z)axO^bXpy2F2v5xlH!wTdc{EZc>zZ=HxZR%M#Q5x!$n~gflK~?$U{mR`DbV`bJ~`~
z3j=&nq@IGHO{63vsgOvbDu-VV=9<k3`T7w@a}%P)x3W)1o;h*|t$}zXgz)R^C7@^M
zM$gaPLiyYU-tWMN+XQnaqB?@BRtn5feh~6etof^D6f|}yQdhsXdr-`Y4_d4E@(Ok~
z6t8wWG;7xa!A>2dsP)|)Qs`rm_=+x7W~;vEq)lg7eBMyo<Jj7&V4{ts@#c5MkWsVb
zK&~k~XYmzE397!u1S3^?xf<;V^%Hh*V7-HJg{)ab?Zn=}$#%bpCJrq8CyvAb&m!>R
zo9s4?w0UpPGAJX1U7fBt(dREp$Tma@<yTSrStTYLJiPus?s+D<u{_*U%yc@Ug{|+j
z!wsr7WP~C)NF)}$Tk*pJ`;bmR`hY>KcIReTUbIY?_0o0W9^xGR?L!L|@_1@N6m=%s
zcGh&+kl8F~XG7U%NP}q$n8o28dMI+By&b`T6`l5js%>G+6`2+z;EC4RBHF=DoA6mW
zQB7ZRRN;v+LDBs2N^aMvSKjl}yd>{Kql&4*eaCo|Chb8SxKX)wH5v{tjrlQmNRgfQ
z+z6YeruwOcEP#^J?pUb)noJ-v5lnGmkgiu;{893}=G2N1R}QglNRuY2c&dV5tlx`q
zUJB+&t9<<|NTu7PcxbgRk4tFqEOZ;4i2*}|Qm80m;v<O(KC*0rZsn;+$?ZAgmZ^&k
zSA<D?B)K3NZ+!lH#k1+fJLNS|*XPKbbD6ToFGHMKr|1(=a_!FuuNPYbey(0p>5-7c
zYA^)NuM4;~BS>l?!q#0D>}na6Bmpp-v~54mot)5WVaE|h@54<QKDz65q3fuY5I(PY
zZrZq6p(**(ZoJrkcXDZxXQfrhQE(}JaQN7!4bp4G0DBB3$Knh4UwVzva37z<h+KJX
z+HN+OeZs(L^%k0k`KYKu&**@Tz6#36Ic7l^vZ+IFO?VG*2a7H?-^89C`ly@O2ND}{
z@9ya*E>G&IA+WU1uc&$kBb_8gNV-J|me~rYdh1gn)CwcR`G)N9+CO^0oH{A|?xD~E
zc)J;J1`v+$>X6_>KIR%zSo<Xj#WNVts1cHH3!%sj(_xq1z8I~cQ@fzHH>-n^2^4NR
z+3LCb#NQ4T<Z1ZZ<3(NgD{(HLKaie(F0qZ*N#9H%yz%}vyK7q7HLDWWzOpbF1bvWW
z1FP8{ysGW!7Hz&%@PW|-Vh)~`FekTsQwAkIQAuZgFpz-|#wI=)YNDRz`9go@{Amg_
zBDp@5a3}H|Yz0Z6A<r5voJ&IRe9QKxwPweo=_aM5j5B%XUXKl~*i410>wfNd7L}I=
z2N)Z^+Yg4a8{AfUpVxVKlt!~4F=D${l%t=!Nw;2J6_;JMg)ctuGh>8!{;qDm?LYrx
zTk$`NoBuK3=pWK1K-mOD({loXa@d(!|0!((G|7Len!g0d-}h7jK5y~<ziqg_mHZ!N
zO@QCuWz9b*nL@v7nd0;k06kOcPl~4EFHKXKUgejrsSi*#4Q#Be^ym%g4Q(vnLZ*!9
ze{J&88(A6ZIhX=e&)))BehX#!ZG+p`%o!ku0?rrFo6wv7Bdp~g|9FcldNa_Q(Ob|1
z_Q3&iskIqEE&WY1wWSA~buhBFG%|Ml?Unu8W-`4k;E08d;hUmL?_lI?WKHj2=K3#n
z)zsd|=$FRoMDI-RLhnlNM(_T2z4g~-|Nnj?nH8Y7{vi_Jzt>v<!3uwj$?;NgQAJT{
z$#F_ki)@r9leQh;7XGgK`STR52#bOUN&$qvNLh`9mU}|oG_5?BKag{}f380+>vc`2
z{(HeV3Q3vK6qh@=rrT`Nq1&C9$Cdp>6X)@?v|HYN+K%-z2#7k#Kmmg9D+t6XZVwA1
z0qC4}r;!lniRH#77m>a>lrn;Zug>_;#EPterC8<-Cg!ZBmvY5d*!;Vq(-4R+*>^VY
zDL<miAclf6gB-JW5iTrz=&;Qy97#T;SJHwd|3U`sbe%$@#$?AjqjrLPyj#AFfsA&F
zjZsufH^{AuheUG=bNh30S`8N=msyWUM*I|ek2*$4cB?Pw(S3WLOPi5v+&$VAtOGZ2
zUCqMOu<`q#l8)T|gw?@dx1*=grgytNuAHTAG0bD^_F4CCHeb76_N5kAR~h*$#_63;
zay~KiR9C%YW`JQ?oB>BR%=87!rCMYqh@9&MTr>n!%7|yr^-K6#^hpiwGO)Ad`X)N^
z);{*P<zc&9B%UQYVu)^ir|;<-wCjNtb+H=3YC#&}6%pUUE+cPhqAu1De$-CRTZcS<
z;0I63pQhXQ9rL3T>*pdX8Zn;8=&+4ji!W4r01KwM(lNpjJV0{prRmOA{V+<#hNy$&
z03ohVw<$78oEdiCYrI9>9i%GIh-48;+socd)E%WNeSoL|39ZklCrLwC5n33?S{=<m
zU<o1I9a=>i83r2&Sslkf`Ym+APQ5M+Gcb`LY^ayKS4l|5Q%Z)MCCt#DjE|Va-%v1|
z;8QG_1Ubzo)+)b2GBA)2{xX7(1!)OzvhI`xfowuPn^vs2b-3msvkx<Tu{v=YL*R*&
zNkY$bQwaCr<0TQZ^Cc>>Xdj%@Jk2g+aw;AQ+=jnVUQ!lfnPX-4D@Pe%6=FRrY8CMz
z_z;ex?1%o~uY36By`(Z-FU!qTX}OeT_B`E@-fq`Ce_flNW6ot}Y|dAFVrt{wOIhcK
zZ-ub&;}}e@3@eAlm_J)Y5X?L=_v<D%k{CrnfVH#$D+WIqR`Ck?>83^C0E&<F=Vsxu
zxI1rolDj(L{e&5cF{Bs7=Rh4u?|ADSaed-ygZ>?wr`r(5``{xG{+e8^DJVJ;-grf?
z&wIT_KOK((Cm_#OPOMC8>pAKu;&s;A$fXoHLBa_i!W1kZ%u83US9;Pcy|lG{dhP9U
zVl%^O;rN>)(&RYxxd-L9cwl76Oge$*#2G6EyQDXiE44lfaPNE*aLq72BM9uM_m+O0
z%b??QJYC8Qfsr|)ZFP^L?r?4XBL7f(fAX`*GB|XPTiX1rLCQv4^McxFq!q^j7PBP^
z{N}+vAcF*xvzYk{gD|{v+9F2_?WVE<oB1lr^KuJc4(XNba|&2sp;52x7I3(-w|#l;
z5v-;MaUk@QHe`BUEdpkqXa~(Z+K(ZJa$Qh+bPv89bZ%KY20xFDBy?M*dIwJzJA!|#
zy$**VhZ7A%=7S(`k_58RHWK+myg1nN{X|{DIKryuHGYgVq`GuBtb5uMS}5U70eZEw
zLefGDlSbivVl~oDH15-A4xq<P?tS2-&crmVIcHaeL+kK*_v|r`yiI5CxLZmWe>w=|
zLdRefOP?O(7>6GpKsWU+1fAB+4V}Xdt|k<u1<qTcm<m4N<3&2&CnEMCf}KJ|jfqug
zYh&MsXVeNmPB8vFIc4kk#Ya1i_Y?5#y^s>?$?Zk~j^DN7)8ew?hNki>-EJ-Ln26bB
z(FyXdsCbvhSYx&t3q}(wEK4y0!MX0sasAf>y@xdj$G>+iWk|}xc)nCul%_qtJYKRh
zNJ0U16l0&&xE%kS$UlrMJn?JGXcE*IikmhH`GHa8#SD&FU^{4hN@GaAoRo~%6>g=N
zWLtu5DAl!1NZ1iSpPY*m+vT>~xB+kAosKlyML3w(OM#WLyp@8yE9O#SPMa_+IU+lu
zuTg9M)oa2KS5B61ybY!BWI3lkrP}4DCTt^~qWSW>$E5{T5AWERAXR;L-}(aVCUQHT
z0dkaW1vYMgEl0V?Yk(KVM$KJ;sIA94V;G39naLtav*atrzLp+$WgZ?;hoIy2B#j&4
z-?onLHJo;<!^jsu8#D3G5HCliwRyKK79H7yINOcsks@X*eC>R<e6kF6DWrOF{$dSr
z8fY;5?$fwil*%;)KSYOg><W<aXRDcPiX1OEn5oxG;0mDHb)WasH_g2ZP|@CBhF?uT
zd=K_y1`{QM8xvi2q)ukzvahdv&g)?4k(1li-s`2%%)5@>fn8=1*PbLK_DnG>ZTe}D
zNdK7{_k$}+NY$oj3Q}2G4YPR6o<qpepl}Ovd=Ey$LQM$Hj;}HH6o^xtE6PAoKKgLJ
ztz|BJh{>qxC4kA{D1d*2fyK-wuv-E@EV?BORj5LOk6XCN334Iqh)chpPYPC&9WEQr
zojT|~;O4f-OdXKEX8+ODmr7*Nav}eAwlX6{uKExK*UOOfK2fSns<e#~H9wj^<KV()
zB?>d5w_Gu#f*i;2>eNw!tsbs^d(w~}6wZ^SDOEi%T(X&IoVQD3voc%cq^agnN^@0+
zVh$}Iwz1(Idm#+qPoGp`d3Az@;rgH&gUyb%so~)AMH;3Aeif8D+JzAzOi#<4pXctq
zfnHZCv6foyB`f%&yBKef>WasGgFSW)7UQuI=Z@u=%c-E<(gcO7e~O-j+Gk-qxE8J3
zrZI`nC_f?D4Y0;Gb8pPeNu{D3!W`sF_HNmZtrxroz!bjqS)kCq#Kk^96xEw1!~5;O
z)0&_U0vmeF!vEeHbyIC`Q~y1iN6VS_5$j4(eGd!&5D&3NI-?FxHd&oT^<}}Xyy6HZ
zLvZq9fGyr@rb~KgmQ`W<2U4@Q&Tw`CZ-t6~%B{O`i;dYfJi(w(&S)4qdg*71yXXew
zy;3&g@EZb$M5$<fQ}j%p6qR%rYcZ}Q{6utnrbcYYZ$6)6F%3JJ7G&viD@+E0`-isu
z8N>Us!sw&<4DRJMGV>3vqjtu)2sUi0N>#cYA#u;*j+2ik_=*l5h`kKCj5OTn3liP~
zk+u2HG7RjPu*{Ci@8NWk_IL@K+j>Tkkn=(Vf3WCkO9vlq0h|8Hu#)<t(k0C|1DP@{
zO`+PXEdKRkV(R-AYhp?I>!dGIMv1dy<~kM6m!-JfMqoFQxOV=Zx<_3F&mOGpk&f{3
zL82jIAfzJ4{B>fFGn?rvOT!@zUvJp;OlO1f>wcDimM~4)OhmT{x|%$WlPZ&H&jgJu
z>Enu`%Q-@oX+z&P(UU?o`D~#Xcd_H<-dy#h5VYD+%FFkn*2gXCE!Su%wS|M2@}=Ke
z<Bgg%rRBJ#BMWoExxD7)+F4fGT4v8t4<jc~A}L4!{{+Pfsf@1fhBM$IcK6pILcBKH
z7GKxT_L4*u7@O3I_EmT1AMYPREfhmX?<ASYUzO@YaaCrsH_pAI^wxJrkrzj+))y&u
z?lvvXeMh|rMC)x#P9<0T0X2t)k_-6#$09Em%`qVR1X091`AtMZ3W!f;5i!)wo-gAX
zvlblep%yl$sTm-%BoSpqE5l=$EN<ffl`xpl*cDIa)S{wYkxSkpMAo)}Oh@WV2i2}l
zD9ix7G?D^R0+L$u8rk^ba<<ye&C`I-svFyiyFrE`TS}fpgo;F8M-fmV`VjkT^kdmA
zXsd^y5A=h&D#-WuxyhGL8}BmWoXuoc=jX>veEHqQx4!5E4^wjKuzM}KNG}#7`of*j
zHMC=zqCW}H-Swm*aZ_{Y8X+IBL6$ubItUDU2o{h$i>N#MUDu&k4Zicz3#4EHA9Le{
z-{Wse$Z_zCvLHfszNfIn^ty6SjUO#!mBhm>cYg`KFJ1Uf2}&*#uIODZ?Mvu(qCx11
zp+PJ-CxJ~(>9g~G8X*MKm(%n8Gyz<F9_2acQYUF;QfErm9V!?tlQ4@uq6L^M)Shzy
zN_($rW=MHw32d?pq&5sxmrMk^|B#ibed)o)Q1U?GJvh8!t=h>>^}=_97L2baEiU&C
zYkYRt6$P7fb5`48M0Om(n@=A&inr7_7$}Zsu>z-Oy1KU#6^wI>3tqTXl(lWQ<F55w
zpT{FCgBq;z5DhjRbvuf~jp6sRM@sb9SUqU8YSu*ADQKQ0SjhPzJ-G!MVEdPDWehtE
zA+F?bp2+fY*o(A=C=A9Z+*!<E(`2;5Y&*=m30SlG22mt+ydbe+Y*c2F><=?2uMeAT
zQkJYJDVF-gRO9keGLW&-#7~-3Y;5PhWLpEXmcD0*zuQ>|xTr9Q%ov447hC84=&>-n
zuCRR=KY*)Ta1x#JL89MCN;B9Wa*RT0(iJx;CE1H4qb*y<W7lTLb<<|ZbQ`~loi7nK
zECxa@ww%0&H}ZWohlo?9?YC!q!ZHuRpQN82P>)bkceo72N;~q9q_)+GyhDG$G;XTr
zW)mLKwBPDVxN{$+zq-{=Ss3`?8FajKwx6tQ^oNzqGT3Bz!gkcV%x+&-!yTmgj_U~I
z-t$82!A}zF7W9c@M~X)rz}Fd&A-zJl>FUZa^j&`5x<V%kcd^@og(CIIU*?y(T0;QQ
zXVi3%L{gqao$dA&JUbuA!8s)=OP(%2Z~jiwrtE!tlHYu=DoUfJ5{daD=^bm4jT*qm
z&N8hv(+)}I=Fn3Uj*DHOOt*ft%$ZGdq1Tsj?l0y6vf&ptCTtOk5BfFxLb$vu0SQ~S
z0#(6Q#;y-@tDfzt#|pu+q!~;#dP|akf+T=y0YXDk3#xn&6|&kcF02|Oy4S`I`pLup
z!sDf2<APqqbU>V0R}T*2p(|roE#P92h-JcfwY6|=>>PDu0xe9Qeb0*h6VfM49ETps
zAqg*o(k=Tjm=`)+ASqf7-wU~zZmoN$S|?w@P`htw?o6nw<UWWz70|#-(3B8;?<j&J
zUOB~E{RL)YyuZx2v)UyNa>w`0?J3Q#=`9Usw(otPRk4*$Oo{X0$fz7DFKZogOy;KD
z`gllPg3>h{#LBh|ghcGWP;ysNa;JNI;=Pkh%{FT95@SV3#i;620w2-kc;+};4Q#H+
zUlF>q?9)e)#62g|((P7xdmdNtECqI@&b-X<1HWNdO~sJKm(LttaU=9LU+yp;F@8Ln
zC5%l@H469mFx(C8*%GsLT3d)#lz1~Zjv8f-qb7`&@mc<vdIS8V52ZrEYFcp;H0eY)
zJb@!vvR^+kDc5)yxh@v7uj~uxke3JYIKv6{zER}rUUw@3U3Yq9^BqB1gdaU$EAT_p
zzSn%MW>~{AqzV}gAt`4zwI3=;f&79aH%q<W8nPfJ7_{XI;Mq+=N3{EqqQP>4{bf93
z)@rV0LNG_N8bugn{A6^W0g^?)!HpluYn$W>rqiTGlc3oL>{MxJbNUdJ^2oI7PAzOL
z*`%Y`)-9wqI#bsMg<Z3CjHlzIq<G)lB0BE0Z2_75i#TQD#1F``?UM?>FNTOz_-ABx
z->B~94f7%BE7QK3O;vc-e!=esn`<jdN)26?I+&+6w7wZBfYzz-O=GaSX8b7Ez(Uti
z!nMNdrtEgJsdX6fQ!b7S2~&O4*sO3HRJ<_KE5iIdrAPxygQ@YX+~y`*KV-+nYqa3o
z)Y7aKX-5C{fZPKeN6UhTE4P@#UXaG{wEB$MZW}dwV#R{Pgn{ZB6s(p1k>H>kt!Ib0
zLZUs}$yVI>8P_=bOgX!c&$h|;r0!v(j(kkhU_PSn#S(W5?`AY?l4g{3xnwj^H#RnF
z4ff|K=AZo}5r-xZk90e85+aqbiS<0E)&e{@bIz><Z$_ya9w)@D8*Xg%Csv&K@;=q>
ze=<lARvaOC#!keP<_q^8YgxXMd05)rJI0!;vKK#;HT&6QA(vj>gB-CCuT1j*eARY&
zJUuIJwI80`yS$t(1)I_S+?R0z*-GOO&t>^j{l|fV>rxDCE!pAv@GiVQmg3C*Ry&QD
z;=n0nx<}v!lQD5MYqeNB%1&9d=F+5zY>_3m(M2utcU?-*3=IPLm)@6WNY6!L93e$g
z*=MVBHLS+6fO1p`OPwlZrTG=^)WeFx!6isZn!V~R&^Ujd@92D@38W@p=l!c(bzktT
z`qB}yAh?|vr2^W<{I6oEc;H<~e-PHGktq8XZJ@~@c9R4Z)ZEF48mX4%<nS2ok8i~?
zefZS&ROl?&XEEqQ8`xTXuUbbhqWF;^#JLb&f2$BP^(Rs<0@NC{V5G4<cm;{g*8?Kq
zZ!5woK0zZM48Rc{{MYu#po^D4x6Bk^2T~tRVI!;eP*(jMRdzLi?;)fW89N}m@u9|F
zmvQK;6!dRxu0k56s^>-(pnM0&Kf=?JmdT>8whDIp_}y$!m`aEruM=m@vI%n6*P5`$
zlJ5VQ;MWzSx71|!NrF_5zUGv+m{Mbz+!)a4DwakD)A@>BB+dXTqHPJM!c=wFcP>t6
z<oeu$+H`c7D)cb^Y27B}#_C8kN39}Z<auH1r{U&e@N`4!eoB3lXWNPo?|%K4?9bw0
z+IKXP+nH0&UqsDE!9wCS?|aF*YH*vuL7Kh_-Y5Vfpn*m<Z%Ch7gNPiRR(u_OTLu*Z
z8Tm!y>41PCXgP9R>Z{Dfz>;XB<Aw?-K9a2cgiiw+7xtk<-M7mp<ikorjmXY4!)#J-
z;(kHVm=Z%9WZ!ROHZ5wR{M;1V5jd=aHoEi)jqTOS&r;Yh>|iLUezRs8{C2m-$CHi4
zn2>5^Gk$ka)hcXtccketa9K@~__fCVMvgjy`=o`X8aGDpfph#FTftiJ47rG6j1<dm
zRhlYGAAs+-!%LXn>bdplGo%|z_`&2_0z4O#9Nt3C7}~e^^}Y~1c;n1AgMa`|ot#El
z<*7SJoq&askm23ePkFJ=^ITkPPD7txG$GeeR=M|hj46lUoyHbla-NA}fDoVS_ga>=
z6xi4s&U@ANW)8hP95|cX3W5sO@nYhP?wQB483nsCQ(P*tvRH0%UOxF`yuvuRRfnE>
z+1Kw{If?3bQz};s;xLa3ou*ZB)bcs-JYn=L<A~Oa4+Jp(h|cDwGJiBQg>v=jUyrZK
z`Dp&7oP`V?cP{mzqdW<!^6wJ(uk&yJjRvmtKc1%hg8&XVVg@)p%Fe|2Zv=1v1m+Ki
ziU2-;62JlP{_U9}#y4sFzZAg#C;9s=r1v-J8*uFZcLDsL%J)CdZCcX*TcP`(;`Xm&
zUVoFge^aw<Eu9?b?VM}?@w>l7?*C5R{<qrpuVYjHdu^Kypl$!hb7%i!EHMWY09x_;
z!E`SbH&vARnlrsr>yH>g^@zm@r%n1Ih9Dp$Ul35_)j&{D5k(DCyzIbG4HptIF;M8s
zq2D8_iK6v^A`l1bq8LQVZy{|*G!cf$+gz`iuMwWLF{gSq`Lx-zAAX&f`sC#O>1R0?
zQTKOWgfJ0B&)b6Dz~IMXl5ve}4D>HKHAt#)=h><e@dM*Aq7qQDy+LHb{H^RK_<KU-
zX}bKNV#OakWu9UN1xOGvD<x#QnLdA>-nl}jwO2aG8AqOgN3|CR2M-A=u3h2fu`>zu
z?8%<_7J8?2pB`A%n^@4B`2Aa`Eq9ZLW~Qf*NEr_)5i5~sX-+R&p=jWy)BQN_Wt21a
zIm}v?@2x8by{$5h>VYY_k4YO3*(W^21T@?@BKSU_&-zu-C{J4IQl_pVo~BY2Jn|iv
z_&tNK12}Fn{x~D?HZq};F>D2!LrQL@LXEu1@f>-iG<GgR>QXWyWm$ON24hnPV>$dk
zwltH|$gR{64H+1Po0u;hty&~%mwnIT^XT@x4gMN+9&sHLu8m(yNZ@Rs`2>VM0*_9o
z?z!Wo(Z|Cbav%L+{MZAG86pm6TWXZ#34*#iM^$E&Xbuq{p%$P+vmy#ul30ey_G;=g
z>q&zkjfA20@(_id6C8(D_DXeUpOfH(e(LqqXRQvlC2EB*(SN@w+=$TLtKRLO8ZD}U
z#0-Jig(TK%)*Z+|TF{Hq9mzm$s*lwb%0fiDS#(=LFE87Q)ECw)@)c$Uc06LN4?j%0
z7ahi|hd?-L6S>DnGLu9;9&swARf?}5vsCklJii0;6V`K&E8vIpMZV;R1TZpb@^Z2q
zRy`TC)Pl5cX`1X>M(WgAbV-t{1r0?N=?YARUc;S<lch6C&PQdXyNdMbVWZAzbs14<
zkAu*Uf#_aDPnomibSx-P{Z9kX5)@)NOoON|bbj(kLzADtt^+QJXE>U?ws18O@e+ji
z^L>OL;=VPAL7oZ-@x}&GT_FQ~76&o0HF=0@0YQtSupbrm_Xk8yv_ydHCGc+0m4e0}
z0#QTqs;{Xz7gmf&h$jbqvMhz*j;Ww29L6ftg;JcMx+47O%S>?)A&izwaENG{Ulv{l
zmt+UKTZ}bPJ8$lCcU}T#!zI^M5o4`E4+Rzd$qtmni}4H^vWCQou(`92$xIMWg5aG<
z)w|xk9^HtstdKQulZO*qMu&~jPQOQ*!R#65o6G$Pmg|*RUJd?(2gc%j(@jBx<vPK|
zD6JHKIlCy0xs;{qFVdHn-L6$xV+T}aP9_W7S(1JlLN2s>4Y3l23vyF7_%NiEH>w#s
zX|2T{Q@W(LXH_qZ5W>{;_$>YI^$!qPVC=u8M`gwmV~he*r@~z$tAaXI_z1H-y(iH>
zWoi6s8+m<u75?&cr~-T2u~i6ek!V0ig;?M#L?ct<%M94)I+KpYZh~qmsXv9DfXK=t
zyww`yC_mN$rAsyig=E}jCM}7JH!k%<d+MaoHd+go^Aa}&j$XuXASF)~J&r%~4Qk?F
z1x~P7ReQ{EZEgdVA-T@Vm-H4-sWAmt4>kRU4(bb;4x1KZgICToChhQDiuBHpk)?Bo
z|LGg(@xg#FMQGO<xRaqJAbF1<8ot&g3Xj_ZD91wdFfSVkn3x?_y!TUxPyHdA`-nhw
zQl3sCTGHXmxE9S1(?jD9(<_~N1|D5m3CF7@OKrs>+VWV*oc%6CJ!FiC;OgMoDuD_Y
z?Z=<M@M={c@;w_`FMD+(6Mk`BJFzw@Hx9gO_;ZB8P8!)cwSM5BM5$ZD34N8Wx5zFy
zE6_MA2s*uIi(0C!IVp7XAj~-Cih^*)pO@Vu^8?*rsJgceblFa?TOu~#j7uQTC;>5X
zK?ZnTqcoqkdp8fIynMG%-Ag`~2&wdI(fu&R(v49uWkKc9f>cJ~El}J?HLB5g-c~6%
z2bXMSd<BQBA&3x;@K+fukgjUws#raRKWX^6b+qwLMil(q5R|P8uiQ!H75m|pv>Bq-
zrpwaK0yp2hBik+k^nP`j|8l7Xk=L14%$xNP)v2aAJ^y6C`POLG{-+J8_;!O*rAgc&
zlbnZk%NOR297ZwVL-E>pBg#X}<@&GXeA$DN^4e^3J}@w%a-CvNA{cr&t+AW5C^Bx!
zpzI{Jl*QvGCq@$uDLAEjbpn!5Otp1V&K~`Tf_TdM?ASzzstQx&cLY`pz*I^P4xNP0
zYW<q2>ssfzuyA>7A0wLxK+6O|a{c3r%Jjkm6b6;j05JOx7(<SE>Vt*|<2MlpKy^C#
ze5pN!dj%wcHQ3Y5XP34xJ}aVx%U?ZpynIT(mZnpa9bOY>BUO>G?z23z8!0%xYL%_L
zz^@w6CC=0#RKz+8sg-_|B2Uui-Qdio?3w}67AgYaOyH9s&0C($Yl>^q69YB0HnA3;
zyJyX<N&GC}g{0Mki4nNF6%t(yC4C+($K@$9bRw!qvM8H!IZ>ngyln-s0jg4vTaZf;
zXodh0!9brJLwR^(-zG&3_^UzZ>sC{?t3FmZjLm+XOAc1DZVOzY(IbO&__?<b%RO0C
z0lSEO31n-&4|DuV;y?hwra^>k&%E?yEgdnoRu7ELp5QSdvz=kVm{P0k<yKs3;r1%U
zW(-@8ZWP3VOE@(63I+r8#h=enGb<jihjl@M&$`LIHKt7mHLZ7FaS%7oJ9O`G%_x9c
z`)xOH@iRDUK8pm<S;BoWD?0tqfwti@W<vhh<c_`FVl`!)rHsAPeldF)z8>AjfUpFG
zTt;k>7g115VTKII?{^mZoVpUt4Li_b(V8yC0&ZEL!U#U_cs!%D_HKTWi=X@?^B`Nn
z)T`zN8QU`{si|g@?9qq0(kH52ChnRzgRCx~!mJOwmCjwP%+h4cBkWL{Uu~;{st}6u
zu=22d=$;W;RFsGkBc!iCe#L{2#Tlm>9!c3n-@zN)Wl~H~oT{0+Dc&o<w-lYG;f907
zIqPt&yuBPuslrUDdQ2V+(u}ygM6%DnOfbeFx%yGN?0}st%m?=_#4;78xC?{378Qpf
zV$0B|W*X@#U)7}}d;f_TkfK@Ka{jP&1sRZ;Mc}iGjpbk*1De|+fq`MrURySFbdEOV
zG&9A{7S%jZ>%p*Uuxn(UFQ?&5i_oFp)D)kT!%8j8j|tZj_vXh8)~aQspjhr}&}$n*
z(nLIW_XF7re&d6|?GJVJb<*uZNy!Xpo<IXf_-s!Kk1+HLD9b4H{c2;V{*)UXCCaK~
zU+NH&{V0d0;$VyASaYnwEY9nm>^#w!g0!%xDD_;V^l55@v1tp<SyQ>Fg3K0*5g)df
zHYt=hR6h^+V>oIG*PX5@w<L@9*IG_~Cc@#AVB`Xi<a@2yOehLlpuC8ECvC3InxmZn
zDU6~JS&rGvE}c;*@4#*Uc}rL|C+m4V`rGQ=rM-oWD&^M^N~Qhbf^~fvxDtYoL7duf
zV+80uAD|)fIt8w-{O}uv4M(OT#<i$*lV3W=QzdpNVxMvs@@5dxlN!M{<$6wuI8oGz
zCf2ni4yP<*Bir5Xu~gRJZJnMoR0o3v#8k9BYqY_Nycs|_iBwds`O?Gpo-LsxLPCbk
zA2?=h;zzUc+%nYQbBZS5FPGS5=JNnr+i}W(Cvo*M3<FcQGK?wqDH+}t704@heWsw`
zAkgCH6H{Utq53M+s~(sq>G%93?>$iZ(FqjyPMk*hO`AK$D&RfEFOIG!yuEs)<$sE_
z7=-$eEmB>DVC*9<m=LD6zZ1p|$Kw_KIpcWa<yo<zODZ0d=*xJT4o95;f2QAHvxbj4
zeg?6;y-P1WpYXGhl2o=IBr{+Y4Ni>6t9%=@eoGJf$=;Wyge&hk^;vJnP>$c{OWWQ<
zl_iHA!48az^Wzcnm1+y?eN$IsbsTfwE^9NHa{>31%WQI1#57a*HK;v%_&Z`tq#2+>
zZ*-*gg&A}q*r)FAF=vP4hw2=fQ-|o_Po!9vno_3Q=9>1#8V0eu6PBHh8<#_0#I(`H
zxj;lJR2xbkL~zh!B1uZot<O68yq&%tO?~ptZE)Wq$5ilTt<`Bc(?vti!cD>He-P2?
zxP1~@@4W9XsIteQ5?$o1;m;6};rz_sEOH?NdrCGEK?R?5#NGQqcjImq${u5W;Rz1v
zuwpYID>FJGwXIOA<Z*k#HYHG=&CJATNZ$Ew4w&=(A{LDWPz^Hr&_rESOSx7VI^Mc!
z5fc!&y-(Yb$L`=7_7J*%c~p3*oJBBLN5bmDYHe-MkA>#T64n+|QEzL6V7on#$dlug
zeS`T2n;6^eXWM6Q<$QYn7y&(RT(sPKj1KwGY6K=bZ$pLaA92-AG9Qn>;O31n@~Wgy
zWbU`rT~rEII6ASVLjKS-j~s3VKh{HAm?qYujjY-BvkwGaH|g-*+4sdZy#!q=Wvyw}
za4srzyHmD#cyW(zcLggzaxdVb*(jloz}e>_9^SLiVSw4jC$BFE9u^`(R(5xrp9!>6
z@Bs)bGRS%l{h-#+V94-Zx=VNREU>K-rSpLovHb5FG4!vMa_?|egj2<xuR9ID$pU$k
zKm|ir0r`^*W@H9b)ZQ4D&PZvt7u?Pgpz<loI@+l7b~m!bWPCK8mj-QDb8Yp4+{`5C
zlaMKnl^hHv{jv<+m5N-XsBn!-cOZB+bL7Q?R&a}zsOwR{Kq{@{u=jMI?-6pXB*otk
z_m!rMOS5Y>DckbM(8EG_{<7q~&0ztRlX%2PQ~zaibFJmsP!=9fS^w2OMb!;PHacn!
zAir6mG1aHTAu+7WaHf*k3@wZrTIHc_4^f+!DiB7WHR_p0f<V8`uZ?B_DH{Z6@%<cN
z&+M4t-tjnP{DnOyzJ0S<<-95bk9UtbB~m-ch?J82+^ygZ71V1_*fRLNK1ege4c50`
zE{$%DP|ca{%T$m!Wb}uEbAh&CWzbkR1y&%O_4SrhSrgO}wG&kt9(|=V8#>|!(ogUS
zN?{g#LNHX}E>m8Cz*HX*NiLU@@vtM#1P9K1oWU0^xmLqIZ>tmUaGj1+tT=6dc<&>m
zV%L~xQOf0TgyT_eRJ)#@nk(DtxFQzLSlKslh$__E_Ry2sg$f&F-p`-h34~-GNFA?3
zQTkAc@RH#MO;(S|fw8|`KMWMI!wa*;9PE9H*x<Fzlr{~_tqM|4kKa{b!|u7IHGryk
zJy@AsWC2_g!neLnHm*NzZ`e6`JI8MG;E68IA96^MqlWLaX^-gBbYZE3%HH^u+qlhA
zL+P4q)B{wAgV~nJ(nM9$(vhv>Ue&b+R87T8gP(lNPg3Chdq{%p&S7xwEjKs^O%HVs
zsoRI|wME##VlE*qK0&wVq6U<wD9Hrn@H=-OgkKN9zyekWGO#$alyMUq4aB=6Q)f1w
zyFf3NywsD%A(WxpM^_&{WvlaPC3q2JNRP-!z#Gl?|Ag_J^ge_tI#n@07o(GMeYe&~
z-3XNJ$Z~EQ(KI)=IH5Bw)?lO0E-q%d;>p&UBMuKkUUWFzf#%Ak4hUemE@xy<D#82Q
z*AdyonD$|){sP*Yrmoeo<8giuU5o=KUR+d5sIU>*n%P-sm*VC<87&WFvrb<wG8Sf{
zFVQgp5a}z_5CUWPBG-G9acb<s5{Rk34np9f{fr13jn}Z_T3Tk@_zHd8sDcvU&pHO*
zqr)?FQ`2C@brg|JE=8e}_PnaX*WPEQH#yf|QOV82nC36B*JcnA1G%~n6y2Ot<FG{_
z%>f1dC>PR!>HW@S+>=`<J&E%zTAWW*XIr5$F-SCqk)mtkFbudqYn~t+)7)9O_IswP
z%d3;TOBWalu8#J$-Eov%V~27;9mWirE^j{}Gg1>hXOKiHSLm`hWqSc+Gy!T?%mcQ1
z9B6x-nbVAkSA0&6_mz$=0q{2I#CIH%`MbeNO?D!Z;_+)Xn5x?hVfG7k_KDp_(2V+X
zVrh>^ywpx}Pm5|GWQRMf<L@3D5;4x1dQ)7dr{3YR-p?q5CVT-SWv;knd*a31UsvOJ
zUD`r8(C23oZNFe*N<`1XXSNQnnSX$QKUW65^p<c8C=j<<mpNa;LaUycznz&Rc}`={
zOK5Dx2-_eVMS|9_D~o)0NR>*+4`tTBizLH4m@PE-aRlWsyK8jGft<^He1d|EH7~u&
z7BgK`a{ARAQKV6@Q!=D$?iPZ<Vg=>Ok?e^3gV&Vpsl1%Y+zZzi#Px{}y^qS4#&MNN
z*zPeZ&x^QEl%`A)&L6I^+~x1=zoh)+#o$s_1pbL0j8z7|m*TL^AK?EPKZdsO0R5++
zMKqmB%Kb^y!Z5fv$-Q+f<ts`l9lk@UfX1+%wVTeOt2rd4E3ViY>2}yIx-=i3P@Be@
zHr&l_+wQiRcqGVIq@644rs`e{7;--VT7+NLwZ}F=qDO!o+2CVhdMa9)#4Eh9?Bg#U
z<)6{9tZ&G#e@LEx4+8z?A$!I@@)`|v1;C)*y`z6e_;&^M7rytuQBeOYF7R(+DgZ)8
z%LE{3{^H+pvivTm{u$H+_~4I{>aVx|iYb1>DExa#^%r0P06TueH2uP#{l?1w2hHG@
z<$te0vI7*z|JbqrQXv1pQfBxaY5>3){y~Q{Fx1u4*EKXuw3iwivimSbEjczaA~Om}
zCpigACu{$KhT{ED`cv!+;q(~st#I^32#*6hJVN!L9pj*ji?9UV&DreJIyPuW?G=UB
z>v;ZUTeNtRUs7CLlw4cUA|ok3<t#I(sk5;p=?9C<D`=_+rfFs=6c}3CC`Xh?7??<u
zPIXj&>Ii8ChX_=jtN5!3sLKc>X$8e=6dVV8luoR0)Nq9e#fV`6e}ZjPggx-WqLe)n
zG{$%DQ+4$Xuc@CVC);iZGTI^q6pZK{*hgZbbKd)KEwtZ0^HDu4pFSGSozX9NQ$O($
zJmB`;GlxCHYv80lub#5UPTUxDP=x-(?%jU8IN<KNt&Ci+Yqv21LqZm<l=E0^_u4zI
zT-GkOs%UGi+`SWcPXPy6n|*qU_tEs^g^=W0I9a^Xcuww_vm@WQ+AD|cK4!UMx~;>F
zyapH))#Ujm{eIPf3|u19s=j9?HY{_$5zij@-Pl1z;oqnAFXHPTr}aNc{{I?BRau$e
zR|_-CzlhR2{H_3Ms|8?s>AxYqc*)ONI>-sk40*{_SY;VxZH0|Y%_Q9IjTGHKC>gk0
z7;qYr^YcOR@aw&S_-S4BY-x>uu`nD600Hv6M8XO(VnlBau3WBGwpM_I0tBvBmevkj
zuDs;Gif{p5znSUD34XaaTJVyq%6=qpw6U?YFaxBtpyQ-tq-A8LAuzTFVA5P{>@5fw
z>Db5tx3o7j=28G4$9}sZ;2kfysiUJU7d^d;iwm6#Go6jS3H=){jh=yto{5PT;6dx)
zX6>lwN^9*v45;r{L(EivFJ|pP_p42GfH-@4GgW#<ItKcGR`j+u-{9l`mOa5+#d`WS
zPL90fPEKZqT<n~ToO*ifMzn^k#+<Z_j7EmE0QMyVtsa8`D<>nPff19Q@jt7x{X;YV
zR3G32K!wbJegM4U0+3M+oeYfZdCA2;$`FW~+Bi7=RzCqJ9RnLV{Xf3`|5d91WApEO
z0WhHd=ms8u50@+et!?Zk0!U-R$Hc(MOv}JR%fPC{$jHUa!Ntf%&A`aTz`#TQ7f-<8
z1BwdU8v%;_H%0&8`G=x5_DX;$!S~79!rI2gS`d)h!OY-SI)>ls`&H;4K0NeqBlL&9
z`M>ThJzH7X|J+|zR&Nvf&5ujO#=z+<35BG{|7N=UUyrb%!S4;Wb+WhowKfa^teoEx
zWH<l@nGw)pLjx}3x8xmwnXUJ)9;OG(NOC?Nz=wd$8kR<UzgC{0rQ>feEY03l5|<?)
znFBAmE3KiCv7VEqBROECet8@IHX4>@e80W;RgV5&_xd+u^~(fU*??iA|NXha2SxCI
zbp7Am=wA;@09>Az+~w_2_;=d<zkad&b5&FPyG0GiSn_KU1D-H%tAs*?>urfKurL7V
zpUeQLH(+&<Gcb??+yJZaKYIM0EW*{^$oLHa$_e%MJo@c=14aV!S{M`jW&_mlhVp#7
z2(15MW9DRdL-ha2#>m78fP((j#tdK%|Jeq3_lEg?yMDhP1M4qF`JZe6aMa)HVEe@@
z{*xaQE9)CU@=rEES<b)K%gFr3RsM?~py&SP2LPx4wS9~n3~xzu{#*wuJAlLd7aKd%
z8yface$0$-Xw*O37y&qC0DJ3CevHg)Y=5hlnfVR1`DZ^?roZ_CK(v6J`M>xvv%Jx*
z|6CRTl>S@2fad+Reavhe?0>75ndNWajgk2c75kSu066)-^%WB!JIi1E0Av1^J>^gB
zW8ioL-2U0d$jlBv%Kp^`V0Hi92Efn$#gB=d{jco<)BynT{?(89-^?M-H>CL6_4_<!
zWMTL>^M&DUbN(-WfZz6iwQ(>37~g;PV`5<aTO9!S?OO_$Ki!X+kpsZ&{)>&B5dh@<
zvkkyW0|0>kYUB8O|FN>YQS;xfe|<Mrj<>uDf3*SF=YO%Wz2z+UtBn(oPv9>$z_9(b
z?-|)S-|}(1UBA~0fCd9N=6|uV|AG|%)6daf55Qux2V@;1pjR|=Hv&Ab2mr~_Yyk9H
zz@t+EkjTRtkkbXw8E;HlNf81K9#J77Ru)kPHg+LV26je9K>+@o6Trk36&4l~1Ypn^
i`2PPMzw(|rIO^Fu{(49<b2759Ly?mHzq$ImaRC7B%b#!n

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-reg.xml
new file mode 100644
index 00000000..16fccc3c
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-reg.xml
@@ -0,0 +1,223 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-023-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='262' subinstr-id='6'/>
+         <instruction instr-id='262' subinstr-id='8'/>
+         <instruction instr-id='262' subinstr-id='10'/>
+         <instruction instr-id='262' subinstr-id='12'/>
+         <instruction instr-id='262' subinstr-id='14'/>
+         <instruction instr-id='262' subinstr-id='16'/>
+         <instruction instr-id='262' subinstr-id='18'/>
+         <instruction instr-id='262' subinstr-id='20'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='264' subinstr-id='18'/>
+         <instruction instr-id='264' subinstr-id='20'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='268'/>
+         <instruction instr-id='268' subinstr-id='2'/>
+         <instruction instr-id='268' subinstr-id='4'/>
+         <instruction instr-id='268' subinstr-id='6'/>
+         <instruction instr-id='268' subinstr-id='8'/>
+         <instruction instr-id='268' subinstr-id='10'/>
+         <instruction instr-id='268' subinstr-id='12'/>
+         <instruction instr-id='268' subinstr-id='14'/>
+         <instruction instr-id='268' subinstr-id='16'/>
+         <instruction instr-id='268' subinstr-id='18'/>
+         <instruction instr-id='268' subinstr-id='20'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='270' subinstr-id='14'/>
+         <instruction instr-id='270' subinstr-id='16'/>
+         <instruction instr-id='270' subinstr-id='18'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='274' subinstr-id='20'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='280'/>
+         <instruction instr-id='280' subinstr-id='2'/>
+         <instruction instr-id='280' subinstr-id='4'/>
+         <instruction instr-id='280' subinstr-id='6'/>
+         <instruction instr-id='280' subinstr-id='8'/>
+         <instruction instr-id='280' subinstr-id='10'/>
+         <instruction instr-id='280' subinstr-id='12'/>
+         <instruction instr-id='280' subinstr-id='14'/>
+         <instruction instr-id='280' subinstr-id='16'/>
+         <instruction instr-id='280' subinstr-id='18'/>
+         <instruction instr-id='280' subinstr-id='20'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='288'/>
+         <instruction instr-id='288' subinstr-id='2'/>
+         <instruction instr-id='288' subinstr-id='4'/>
+         <instruction instr-id='288' subinstr-id='6'/>
+         <instruction instr-id='288' subinstr-id='8'/>
+         <instruction instr-id='288' subinstr-id='10'/>
+         <instruction instr-id='288' subinstr-id='12'/>
+         <instruction instr-id='288' subinstr-id='14'/>
+         <instruction instr-id='288' subinstr-id='16'/>
+         <instruction instr-id='288' subinstr-id='18'/>
+         <instruction instr-id='288' subinstr-id='20'/>
+         <instruction instr-id='559'/>
+         <instruction instr-id='559' subinstr-id='2'/>
+         <instruction instr-id='559' subinstr-id='6'/>
+         <instruction instr-id='559' subinstr-id='8'/>
+         <instruction instr-id='559' subinstr-id='10'/>
+         <instruction instr-id='559' subinstr-id='14'/>
+         <instruction instr-id='559' subinstr-id='16'/>
+         <instruction instr-id='559' subinstr-id='18'/>
+         <instruction instr-id='559' subinstr-id='20'/>
+         <instruction instr-id='559' subinstr-id='22'/>
+         <instruction instr-id='559' subinstr-id='24'/>
+         <instruction instr-id='559' subinstr-id='26'/>
+         <instruction instr-id='559' subinstr-id='28'/>
+         <instruction instr-id='559' subinstr-id='30'/>
+         <instruction instr-id='559' subinstr-id='32'/>
+         <instruction instr-id='559' subinstr-id='34'/>
+         <instruction instr-id='559' subinstr-id='36'/>
+         <instruction instr-id='559' subinstr-id='38'/>
+         <instruction instr-id='559' subinstr-id='40'/>
+         <instruction instr-id='559' subinstr-id='42'/>
+         <instruction instr-id='559' subinstr-id='44'/>
+         <instruction instr-id='559' subinstr-id='46'/>
+         <instruction instr-id='559' subinstr-id='48'/>
+         <instruction instr-id='559' subinstr-id='50'/>
+         <instruction instr-id='559' subinstr-id='52'/>
+         <instruction instr-id='559' subinstr-id='54'/>
+         <instruction instr-id='559' subinstr-id='56'/>
+         <instruction instr-id='559' subinstr-id='58'/>
+         <instruction instr-id='559' subinstr-id='60'/>
+         <instruction instr-id='559' subinstr-id='62'/>
+         <instruction instr-id='559' subinstr-id='64'/>
+         <instruction instr-id='559' subinstr-id='66'/>
+         <instruction instr-id='559' subinstr-id='68'/>
+         <instruction instr-id='567'/>
+         <instruction instr-id='567' subinstr-id='2'/>
+         <instruction instr-id='567' subinstr-id='4'/>
+         <instruction instr-id='567' subinstr-id='8'/>
+         <instruction instr-id='567' subinstr-id='10'/>
+         <instruction instr-id='567' subinstr-id='12'/>
+         <instruction instr-id='567' subinstr-id='14'/>
+         <instruction instr-id='567' subinstr-id='16'/>
+         <instruction instr-id='567' subinstr-id='20'/>
+         <instruction instr-id='567' subinstr-id='22'/>
+         <instruction instr-id='567' subinstr-id='24'/>
+         <instruction instr-id='567' subinstr-id='26'/>
+         <instruction instr-id='567' subinstr-id='28'/>
+         <instruction instr-id='567' subinstr-id='30'/>
+         <instruction instr-id='567' subinstr-id='34'/>
+         <instruction instr-id='567' subinstr-id='36'/>
+         <instruction instr-id='567' subinstr-id='38'/>
+         <instruction instr-id='567' subinstr-id='42'/>
+         <instruction instr-id='567' subinstr-id='44'/>
+         <instruction instr-id='567' subinstr-id='46'/>
+         <instruction instr-id='567' subinstr-id='48'/>
+         <instruction instr-id='567' subinstr-id='50'/>
+         <instruction instr-id='567' subinstr-id='52'/>
+         <instruction instr-id='567' subinstr-id='54'/>
+         <instruction instr-id='567' subinstr-id='56'/>
+         <instruction instr-id='567' subinstr-id='58'/>
+         <instruction instr-id='567' subinstr-id='60'/>
+         <instruction instr-id='567' subinstr-id='62'/>
+         <instruction instr-id='567' subinstr-id='64'/>
+         <instruction instr-id='567' subinstr-id='66'/>
+         <instruction instr-id='567' subinstr-id='68'/>
+         <instruction instr-id='567' subinstr-id='70'/>
+         <instruction instr-id='567' subinstr-id='72'/>
+         <instruction instr-id='567' subinstr-id='74'/>
+         <instruction instr-id='567' subinstr-id='76'/>
+         <instruction instr-id='567' subinstr-id='78'/>
+         <instruction instr-id='567' subinstr-id='80'/>
+         <instruction instr-id='567' subinstr-id='82'/>
+         <instruction instr-id='567' subinstr-id='84'/>
+         <instruction instr-id='567' subinstr-id='86'/>
+         <instruction instr-id='567' subinstr-id='88'/>
+         <instruction instr-id='567' subinstr-id='90'/>
+         <instruction instr-id='567' subinstr-id='92'/>
+         <instruction instr-id='575'/>
+         <instruction instr-id='575' subinstr-id='2'/>
+         <instruction instr-id='575' subinstr-id='4'/>
+         <instruction instr-id='575' subinstr-id='6'/>
+         <instruction instr-id='575' subinstr-id='8'/>
+         <instruction instr-id='575' subinstr-id='10'/>
+         <instruction instr-id='575' subinstr-id='12'/>
+         <instruction instr-id='575' subinstr-id='14'/>
+         <instruction instr-id='575' subinstr-id='16'/>
+         <instruction instr-id='575' subinstr-id='18'/>
+         <instruction instr-id='575' subinstr-id='20'/>
+         <instruction instr-id='575' subinstr-id='22'/>
+         <instruction instr-id='575' subinstr-id='24'/>
+         <instruction instr-id='575' subinstr-id='26'/>
+         <instruction instr-id='577'/>
+         <instruction instr-id='577' subinstr-id='2'/>
+         <bounding-box x1='44' y1='521' x2='572' y2='701'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-str.xml
new file mode 100644
index 00000000..9cc174a5
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023-str.xml
@@ -0,0 +1,610 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-023-str.xml'>
+   <table id='1'>
+      <region page='2'  id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='45' y1='679' x2='111' y2='687'/>
+            <content>Inequality measure</content>
+            <instruction instr-id='247' subinstr-id='0'/>
+            <instruction instr-id='247' subinstr-id='2'/>
+            <instruction instr-id='247' subinstr-id='4'/>
+            <instruction instr-id='247' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='12'>
+            <bounding-box x1='379' y1='693' x2='394' y2='701'/>
+            <content>Year</content>
+            <instruction instr-id='257' subinstr-id='0'/>
+            <instruction instr-id='257' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='205' y1='679' x2='222' y2='687'/>
+            <content>1997</content>
+            <instruction instr-id='259' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='239' y1='679' x2='256' y2='687'/>
+            <content>1998</content>
+            <instruction instr-id='259' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='274' y1='679' x2='291' y2='687'/>
+            <content>1999</content>
+            <instruction instr-id='259' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='308' y1='679' x2='326' y2='687'/>
+            <content>2000</content>
+            <instruction instr-id='259' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='343' y1='679' x2='360' y2='687'/>
+            <content>2001</content>
+            <instruction instr-id='259' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='378' y1='679' x2='395' y2='687'/>
+            <content>2002</content>
+            <instruction instr-id='259' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8' end-row='2' end-col='8'>
+            <bounding-box x1='412' y1='679' x2='429' y2='687'/>
+            <content>2003</content>
+            <instruction instr-id='259' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='9' end-row='2' end-col='9'>
+            <bounding-box x1='447' y1='679' x2='464' y2='687'/>
+            <content>2004</content>
+            <instruction instr-id='259' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='10' end-row='2' end-col='10'>
+            <bounding-box x1='481' y1='679' x2='498' y2='687'/>
+            <content>2005</content>
+            <instruction instr-id='259' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='11' end-row='2' end-col='11'>
+            <bounding-box x1='516' y1='679' x2='533' y2='687'/>
+            <content>2006</content>
+            <instruction instr-id='259' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='12' end-row='2' end-col='12'>
+            <bounding-box x1='550' y1='679' x2='568' y2='687'/>
+            <content>2007</content>
+            <instruction instr-id='259' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='45' y1='658' x2='134' y2='666'/>
+            <content>Median household income</content>
+            <instruction instr-id='559' subinstr-id='0'/>
+            <instruction instr-id='559' subinstr-id='2'/>
+            <instruction instr-id='559' subinstr-id='6'/>
+            <instruction instr-id='559' subinstr-id='8'/>
+            <instruction instr-id='559' subinstr-id='10'/>
+            <instruction instr-id='559' subinstr-id='14'/>
+            <instruction instr-id='559' subinstr-id='16'/>
+            <instruction instr-id='559' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='200' y1='658' x2='226' y2='666'/>
+            <content>$49,497</content>
+            <instruction instr-id='559' subinstr-id='20'/>
+            <instruction instr-id='559' subinstr-id='22'/>
+            <instruction instr-id='559' subinstr-id='24'/>
+            <instruction instr-id='559' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='235' y1='658' x2='261' y2='666'/>
+            <content>$51,295</content>
+            <instruction instr-id='559' subinstr-id='28'/>
+            <instruction instr-id='559' subinstr-id='30'/>
+            <instruction instr-id='559' subinstr-id='32'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='269' y1='658' x2='296' y2='666'/>
+            <content>$52,587</content>
+            <instruction instr-id='559' subinstr-id='34'/>
+            <instruction instr-id='559' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='304' y1='658' x2='330' y2='666'/>
+            <content>$52,500</content>
+            <instruction instr-id='559' subinstr-id='38'/>
+            <instruction instr-id='559' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='338' y1='658' x2='365' y2='666'/>
+            <content>$51,356</content>
+            <instruction instr-id='559' subinstr-id='42'/>
+            <instruction instr-id='559' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='373' y1='658' x2='399' y2='666'/>
+            <content>$50,756</content>
+            <instruction instr-id='559' subinstr-id='46'/>
+            <instruction instr-id='559' subinstr-id='48'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8' end-row='3' end-col='8'>
+            <bounding-box x1='408' y1='658' x2='434' y2='666'/>
+            <content>$50,711</content>
+            <instruction instr-id='559' subinstr-id='50'/>
+            <instruction instr-id='559' subinstr-id='52'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='9' end-row='3' end-col='9'>
+            <bounding-box x1='442' y1='658' x2='468' y2='666'/>
+            <content>$50,535</content>
+            <instruction instr-id='559' subinstr-id='54'/>
+            <instruction instr-id='559' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='10' end-row='3' end-col='10'>
+            <bounding-box x1='477' y1='658' x2='503' y2='666'/>
+            <content>$51,093</content>
+            <instruction instr-id='559' subinstr-id='58'/>
+            <instruction instr-id='559' subinstr-id='60'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='11' end-row='3' end-col='11'>
+            <bounding-box x1='511' y1='658' x2='538' y2='666'/>
+            <content>$51,473</content>
+            <instruction instr-id='559' subinstr-id='62'/>
+            <instruction instr-id='559' subinstr-id='64'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='12' end-row='3' end-col='12'>
+            <bounding-box x1='546' y1='658' x2='572' y2='666'/>
+            <content>$52,163</content>
+            <instruction instr-id='559' subinstr-id='66'/>
+            <instruction instr-id='559' subinstr-id='68'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='44' y1='636' x2='182' y2='644'/>
+            <content>Household income inequality (Gini index)</content>
+            <instruction instr-id='567' subinstr-id='0'/>
+            <instruction instr-id='567' subinstr-id='2'/>
+            <instruction instr-id='567' subinstr-id='4'/>
+            <instruction instr-id='567' subinstr-id='8'/>
+            <instruction instr-id='567' subinstr-id='10'/>
+            <instruction instr-id='567' subinstr-id='12'/>
+            <instruction instr-id='567' subinstr-id='14'/>
+            <instruction instr-id='567' subinstr-id='16'/>
+            <instruction instr-id='567' subinstr-id='20'/>
+            <instruction instr-id='567' subinstr-id='22'/>
+            <instruction instr-id='567' subinstr-id='24'/>
+            <instruction instr-id='567' subinstr-id='26'/>
+            <instruction instr-id='567' subinstr-id='28'/>
+            <instruction instr-id='567' subinstr-id='30'/>
+            <instruction instr-id='567' subinstr-id='34'/>
+            <instruction instr-id='567' subinstr-id='36'/>
+            <instruction instr-id='567' subinstr-id='38'/>
+            <instruction instr-id='567' subinstr-id='42'/>
+            <instruction instr-id='567' subinstr-id='44'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='202' y1='636' x2='224' y2='644'/>
+            <content>0.4590</content>
+            <instruction instr-id='567' subinstr-id='46'/>
+            <instruction instr-id='567' subinstr-id='48'/>
+            <instruction instr-id='567' subinstr-id='50'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='237' y1='636' x2='259' y2='644'/>
+            <content>0.4560</content>
+            <instruction instr-id='567' subinstr-id='52'/>
+            <instruction instr-id='567' subinstr-id='54'/>
+            <instruction instr-id='567' subinstr-id='56'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='271' y1='636' x2='294' y2='644'/>
+            <content>0.4580</content>
+            <instruction instr-id='567' subinstr-id='58'/>
+            <instruction instr-id='567' subinstr-id='60'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='306' y1='636' x2='328' y2='644'/>
+            <content>0.4620</content>
+            <instruction instr-id='567' subinstr-id='62'/>
+            <instruction instr-id='567' subinstr-id='64'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='341' y1='636' x2='363' y2='644'/>
+            <content>0.4660</content>
+            <instruction instr-id='567' subinstr-id='66'/>
+            <instruction instr-id='567' subinstr-id='68'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='375' y1='636' x2='397' y2='644'/>
+            <content>0.4620</content>
+            <instruction instr-id='567' subinstr-id='70'/>
+            <instruction instr-id='567' subinstr-id='72'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8' end-row='4' end-col='8'>
+            <bounding-box x1='410' y1='636' x2='432' y2='644'/>
+            <content>0.4640</content>
+            <instruction instr-id='567' subinstr-id='74'/>
+            <instruction instr-id='567' subinstr-id='76'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='9' end-row='4' end-col='9'>
+            <bounding-box x1='444' y1='636' x2='466' y2='644'/>
+            <content>0.4660</content>
+            <instruction instr-id='567' subinstr-id='78'/>
+            <instruction instr-id='567' subinstr-id='80'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='10' end-row='4' end-col='10'>
+            <bounding-box x1='479' y1='636' x2='501' y2='644'/>
+            <content>0.4690</content>
+            <instruction instr-id='567' subinstr-id='82'/>
+            <instruction instr-id='567' subinstr-id='84'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='11' end-row='4' end-col='11'>
+            <bounding-box x1='513' y1='636' x2='535' y2='644'/>
+            <content>0.4700</content>
+            <instruction instr-id='567' subinstr-id='86'/>
+            <instruction instr-id='567' subinstr-id='88'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='12' end-row='4' end-col='12'>
+            <bounding-box x1='548' y1='636' x2='570' y2='644'/>
+            <content>0.4630</content>
+            <instruction instr-id='567' subinstr-id='90'/>
+            <instruction instr-id='567' subinstr-id='92'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='44' y1='609' x2='171' y2='626'/>
+            <content>Between-state income inequality (Gini index)</content>
+            <instruction instr-id='575' subinstr-id='0'/>
+            <instruction instr-id='575' subinstr-id='2'/>
+            <instruction instr-id='575' subinstr-id='4'/>
+            <instruction instr-id='575' subinstr-id='6'/>
+            <instruction instr-id='575' subinstr-id='8'/>
+            <instruction instr-id='575' subinstr-id='10'/>
+            <instruction instr-id='575' subinstr-id='12'/>
+            <instruction instr-id='575' subinstr-id='14'/>
+            <instruction instr-id='575' subinstr-id='16'/>
+            <instruction instr-id='575' subinstr-id='18'/>
+            <instruction instr-id='575' subinstr-id='20'/>
+            <instruction instr-id='575' subinstr-id='22'/>
+            <instruction instr-id='575' subinstr-id='24'/>
+            <instruction instr-id='575' subinstr-id='26'/>
+            <instruction instr-id='577' subinstr-id='0'/>
+            <instruction instr-id='577' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='202' y1='613' x2='224' y2='621'/>
+            <content>0.0628</content>
+            <instruction instr-id='262' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='237' y1='613' x2='259' y2='621'/>
+            <content>0.0636</content>
+            <instruction instr-id='262' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='271' y1='613' x2='294' y2='621'/>
+            <content>0.0612</content>
+            <instruction instr-id='262' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='306' y1='613' x2='328' y2='621'/>
+            <content>0.0646</content>
+            <instruction instr-id='262' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='341' y1='613' x2='363' y2='621'/>
+            <content>0.0658</content>
+            <instruction instr-id='262' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='375' y1='613' x2='397' y2='621'/>
+            <content>0.0671</content>
+            <instruction instr-id='262' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8' end-row='5' end-col='8'>
+            <bounding-box x1='410' y1='613' x2='432' y2='621'/>
+            <content>0.0624</content>
+            <instruction instr-id='262' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='9' end-row='5' end-col='9'>
+            <bounding-box x1='444' y1='613' x2='466' y2='621'/>
+            <content>0.0701</content>
+            <instruction instr-id='262' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='10' end-row='5' end-col='10'>
+            <bounding-box x1='479' y1='613' x2='501' y2='621'/>
+            <content>0.0677</content>
+            <instruction instr-id='262' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='11' end-row='5' end-col='11'>
+            <bounding-box x1='513' y1='613' x2='535' y2='621'/>
+            <content>0.0713</content>
+            <instruction instr-id='262' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='12' end-row='5' end-col='12'>
+            <bounding-box x1='548' y1='613' x2='570' y2='621'/>
+            <content>0.0749</content>
+            <instruction instr-id='262' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='44' y1='586' x2='185' y2='603'/>
+            <content>Premature mortality (years of potential life lost before age 75 yrs/100,000 population)</content>
+            <instruction instr-id='264' subinstr-id='0'/>
+            <instruction instr-id='264' subinstr-id='2'/>
+            <instruction instr-id='264' subinstr-id='4'/>
+            <instruction instr-id='264' subinstr-id='6'/>
+            <instruction instr-id='264' subinstr-id='8'/>
+            <instruction instr-id='264' subinstr-id='10'/>
+            <instruction instr-id='264' subinstr-id='12'/>
+            <instruction instr-id='264' subinstr-id='14'/>
+            <instruction instr-id='264' subinstr-id='16'/>
+            <instruction instr-id='264' subinstr-id='18'/>
+            <instruction instr-id='264' subinstr-id='20'/>
+            <instruction instr-id='266' subinstr-id='0'/>
+            <instruction instr-id='266' subinstr-id='2'/>
+            <instruction instr-id='266' subinstr-id='4'/>
+            <instruction instr-id='266' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='202' y1='591' x2='224' y2='599'/>
+            <content>7108.3</content>
+            <instruction instr-id='268' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='237' y1='591' x2='259' y2='599'/>
+            <content>6960.6</content>
+            <instruction instr-id='268' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='271' y1='591' x2='294' y2='599'/>
+            <content>6920.0</content>
+            <instruction instr-id='268' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='306' y1='591' x2='328' y2='599'/>
+            <content>6899.5</content>
+            <instruction instr-id='268' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='341' y1='591' x2='363' y2='599'/>
+            <content>6940.6</content>
+            <instruction instr-id='268' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='375' y1='591' x2='397' y2='599'/>
+            <content>6965.2</content>
+            <instruction instr-id='268' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8' end-row='6' end-col='8'>
+            <bounding-box x1='410' y1='591' x2='432' y2='599'/>
+            <content>6970.7</content>
+            <instruction instr-id='268' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='9' end-row='6' end-col='9'>
+            <bounding-box x1='444' y1='591' x2='466' y2='599'/>
+            <content>6841.5</content>
+            <instruction instr-id='268' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='10' end-row='6' end-col='10'>
+            <bounding-box x1='479' y1='591' x2='501' y2='599'/>
+            <content>6912.9</content>
+            <instruction instr-id='268' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='11' end-row='6' end-col='11'>
+            <bounding-box x1='513' y1='591' x2='535' y2='599'/>
+            <content>6882.0</content>
+            <instruction instr-id='268' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='12' end-row='6' end-col='12'>
+            <bounding-box x1='548' y1='591' x2='570' y2='599'/>
+            <content>6799.5</content>
+            <instruction instr-id='268' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='44' y1='564' x2='172' y2='581'/>
+            <content>Between-state inequality in premature mortality (Gini index)</content>
+            <instruction instr-id='270' subinstr-id='0'/>
+            <instruction instr-id='270' subinstr-id='2'/>
+            <instruction instr-id='270' subinstr-id='4'/>
+            <instruction instr-id='270' subinstr-id='6'/>
+            <instruction instr-id='270' subinstr-id='8'/>
+            <instruction instr-id='270' subinstr-id='10'/>
+            <instruction instr-id='270' subinstr-id='12'/>
+            <instruction instr-id='270' subinstr-id='14'/>
+            <instruction instr-id='270' subinstr-id='16'/>
+            <instruction instr-id='270' subinstr-id='18'/>
+            <instruction instr-id='272' subinstr-id='0'/>
+            <instruction instr-id='272' subinstr-id='2'/>
+            <instruction instr-id='272' subinstr-id='4'/>
+            <instruction instr-id='272' subinstr-id='6'/>
+            <instruction instr-id='272' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='202' y1='568' x2='224' y2='576'/>
+            <content>0.0762</content>
+            <instruction instr-id='274' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='237' y1='568' x2='259' y2='576'/>
+            <content>0.0785</content>
+            <instruction instr-id='274' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='271' y1='568' x2='294' y2='576'/>
+            <content>0.0820</content>
+            <instruction instr-id='274' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='306' y1='568' x2='328' y2='576'/>
+            <content>0.0850</content>
+            <instruction instr-id='274' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='341' y1='568' x2='363' y2='576'/>
+            <content>0.0819</content>
+            <instruction instr-id='274' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7' end-row='7' end-col='7'>
+            <bounding-box x1='375' y1='568' x2='397' y2='576'/>
+            <content>0.0861</content>
+            <instruction instr-id='274' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8' end-row='7' end-col='8'>
+            <bounding-box x1='410' y1='568' x2='432' y2='576'/>
+            <content>0.0868</content>
+            <instruction instr-id='274' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='9' end-row='7' end-col='9'>
+            <bounding-box x1='444' y1='568' x2='466' y2='576'/>
+            <content>0.0926</content>
+            <instruction instr-id='274' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='10' end-row='7' end-col='10'>
+            <bounding-box x1='479' y1='568' x2='501' y2='576'/>
+            <content>0.0939</content>
+            <instruction instr-id='274' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='11' end-row='7' end-col='11'>
+            <bounding-box x1='513' y1='568' x2='535' y2='576'/>
+            <content>0.0963</content>
+            <instruction instr-id='274' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='12' end-row='7' end-col='12'>
+            <bounding-box x1='548' y1='568' x2='570' y2='576'/>
+            <content>0.0956</content>
+            <instruction instr-id='274' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='44' y1='541' x2='190' y2='558'/>
+            <content>Mean Health and Activities Limitation Index (HALex), ages 18–65 yrs</content>
+            <instruction instr-id='276' subinstr-id='0'/>
+            <instruction instr-id='276' subinstr-id='2'/>
+            <instruction instr-id='276' subinstr-id='4'/>
+            <instruction instr-id='276' subinstr-id='6'/>
+            <instruction instr-id='276' subinstr-id='8'/>
+            <instruction instr-id='276' subinstr-id='10'/>
+            <instruction instr-id='276' subinstr-id='12'/>
+            <instruction instr-id='278' subinstr-id='0'/>
+            <instruction instr-id='278' subinstr-id='2'/>
+            <instruction instr-id='278' subinstr-id='4'/>
+            <instruction instr-id='278' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='202' y1='546' x2='224' y2='554'/>
+            <content>0.8766</content>
+            <instruction instr-id='280' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='237' y1='546' x2='259' y2='554'/>
+            <content>0.8762</content>
+            <instruction instr-id='280' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='271' y1='546' x2='294' y2='554'/>
+            <content>0.8779</content>
+            <instruction instr-id='280' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='306' y1='546' x2='328' y2='554'/>
+            <content>0.8783</content>
+            <instruction instr-id='280' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='341' y1='546' x2='363' y2='554'/>
+            <content>0.8747</content>
+            <instruction instr-id='280' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7' end-row='8' end-col='7'>
+            <bounding-box x1='375' y1='546' x2='397' y2='554'/>
+            <content>0.8722</content>
+            <instruction instr-id='280' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8' end-row='8' end-col='8'>
+            <bounding-box x1='410' y1='546' x2='432' y2='554'/>
+            <content>0.8711</content>
+            <instruction instr-id='280' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='9' end-row='8' end-col='9'>
+            <bounding-box x1='444' y1='546' x2='466' y2='554'/>
+            <content>0.8712</content>
+            <instruction instr-id='280' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='10' end-row='8' end-col='10'>
+            <bounding-box x1='479' y1='546' x2='501' y2='554'/>
+            <content>0.8708</content>
+            <instruction instr-id='280' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='11' end-row='8' end-col='11'>
+            <bounding-box x1='513' y1='546' x2='535' y2='554'/>
+            <content>0.8684</content>
+            <instruction instr-id='280' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='12' end-row='8' end-col='12'>
+            <bounding-box x1='548' y1='546' x2='570' y2='554'/>
+            <content>0.8662</content>
+            <instruction instr-id='280' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='44' y1='521' x2='153' y2='538'/>
+            <content>Inequality in HALex (Giniindex), ages 18–65 yrs</content>
+            <instruction instr-id='282' subinstr-id='0'/>
+            <instruction instr-id='282' subinstr-id='2'/>
+            <instruction instr-id='282' subinstr-id='4'/>
+            <instruction instr-id='282' subinstr-id='6'/>
+            <instruction instr-id='282' subinstr-id='8'/>
+            <instruction instr-id='284' subinstr-id='0'/>
+            <instruction instr-id='284' subinstr-id='2'/>
+            <instruction instr-id='284' subinstr-id='4'/>
+            <instruction instr-id='286' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='202' y1='525' x2='224' y2='533'/>
+            <content>0.0928</content>
+            <instruction instr-id='288' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='237' y1='525' x2='259' y2='533'/>
+            <content>0.0872</content>
+            <instruction instr-id='288' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='271' y1='525' x2='294' y2='533'/>
+            <content>0.0848</content>
+            <instruction instr-id='288' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='306' y1='525' x2='328' y2='533'/>
+            <content>0.0840</content>
+            <instruction instr-id='288' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='341' y1='525' x2='363' y2='533'/>
+            <content>0.0871</content>
+            <instruction instr-id='288' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7' end-row='9' end-col='7'>
+            <bounding-box x1='375' y1='525' x2='397' y2='533'/>
+            <content>0.0884</content>
+            <instruction instr-id='288' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='8' end-row='9' end-col='8'>
+            <bounding-box x1='410' y1='525' x2='432' y2='533'/>
+            <content>0.0888</content>
+            <instruction instr-id='288' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='9' end-row='9' end-col='9'>
+            <bounding-box x1='444' y1='525' x2='466' y2='533'/>
+            <content>0.0878</content>
+            <instruction instr-id='288' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='10' end-row='9' end-col='10'>
+            <bounding-box x1='479' y1='525' x2='501' y2='533'/>
+            <content>0.0886</content>
+            <instruction instr-id='288' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='11' end-row='9' end-col='11'>
+            <bounding-box x1='513' y1='525' x2='535' y2='533'/>
+            <content>0.0904</content>
+            <instruction instr-id='288' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='12' end-row='9' end-col='12'>
+            <bounding-box x1='548' y1='525' x2='570' y2='533'/>
+            <content>0.0862</content>
+            <instruction instr-id='288' subinstr-id='20'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6700d7d1ccfb201a0528ebfcd507bfa161af410a
GIT binary patch
literal 85196
zcma&MLy#^^6Rq2}ZQHhO+qR9}wr$(C-nMPq+HGT>?>}*7cXBJDDp#z^9OSUF9&#ly
z33_G*HW>2pn}lK*b|NMsM-v+uK0Zb{a|cT|D<Y2n92G_hYdbe{7a~RpJ7YI<F>_N#
zGjjm}7*{tJb7OlLuiQHR?RwI2=V#Mb@<>!L36gQKz=7d|#G@Urr2Nvf6Mf-khMwji
zuOFs}T+#T9+(Vb}9^Y?l|A)KsdVO|2S2A!Y43sYweRaQ@`ughpCkwuU(PQr4l>OO<
z$%uW%@g5BSwPX1&GJ=kr&&eE0X5qL~OIN&rPZS{&8gK8nP~Gukv#!jtNw2Ir%js2<
z@5lEO#l@KEOE;<nbN<O<hsW~_LziLn_8f{$JY2a9=PCO31rl7va_3yKr;F=`fA2qD
z--lk`=E{cAPiEOCi$7d*4r7yi@l_VdXDu%_dEx<?rIU7j2J|IoOi|~HcD<RXUGs(l
z9|+bI8;qCZ?=Q!BG7UUw3}e$=S@f=d=eMCzW*#dy?5evjs>=x!AKf?#7&RBWE~e63
zoB^@XrmA;Lxc0BB#=a7Osn1og=)`p|eEaBZ)*3tH-E<9S>*>0~Tbv;k`|0kQzkkc5
zv&HQr$UM<iM(0Er4gFtEP6Pf?ciYY#o5->ukMq!Mw}Uw74K`KU&~0hlR&i<K8)YG<
zzj#GQI<e#r6{31dKW~~%-HZU99Z@r%UwEX8)31v5y+c_uYk{!B&5Fa~*m;1g)O7X+
zHMP`nsWsJ=K(X@Zwh$=hQ_9Ax;YPC*4Ny1Wn-3dRKqC%9KZaDp_<-Gs*=NFr|IJ|)
zLPXpPLbfs!Ve@6WjCU`(hG9wyif40`OyY51(OG7z+N^O!N<!{43-uy9U}v)#h>@EX
zP;?60Ew*A}rFfb9menFe6z`>SiqQ_gprE@ucRJRjPrG0hgQwcFa~eu?s}=E9Krk_w
zi}C8Uf?>FSu`X#*Vn1IrZ`1y&6XZ>~uG-ba(fWMew4CpEuv*}7PCiNFk*Zv<1)4L@
zp*l6~YIHU@R?_)=ZmL%0HY`~gwlZikO<X?`pt>HBk)&%}+Q1iAngv#S#7+4u>&=bE
z_W-vwZnk;nip}Otr#d<>J5E_2e6$lSCPv0GLj&DVknrmub#s}}V%LbBOkBG74j@Yx
z5}G?-yzYR7%|oAF%V5}OW>^koJf;rZl~?U6U~B;oRpX`I8P}FE-#j6Nx(wZ_VC$Dn
zdml8=8f1K(HG;F~MT3Bq=><}8Hb$;#HEA94fL<b81hx5T=S2;ba}(4cD5S^Rp2w&o
zf-f0S2x}bwnWN}`DZb_8x?s|;aCIM<8<!>E%ay@mDum<h=DM4TKX3{fQ+D3e;3BM}
z6;-B{KO$#jnQUmLD=wL8R`281YY$>`3IDRrFTG|v($43h=phoIrIbR&X~b)<c9?fD
zIg&cuf|f}c4c2UH>(J2fg=x!3?9SUb3z!%kGo38?0iqop0Rv18FqGDg$`husv*Kv9
z!&8&G<z~9Ar?z#9*zE56AYn(&x>xv0)zzixvqF=sX5*L~Cw)kKbe)R&@)w*w$c#QA
zoe?9z&91(~!#4q=PB5_!{k&j_EXG0kn6uZ;>q8e8a}_4en&qSjW&F6>6dwFS@jlE1
z3yAs~b#XWK@nT9^2jiYVK@QIaE!Q8r3VUSoVs4>$Fvx8Y;Ba--`#KS$=)V?P2)i^Y
zY#nkKL~a23+`v%nakusot8)~9G%k6z3=|e{6WjHmlPA=J|J+~|u>`r~BIMJVY6-kI
zau&`GC6c@F{Q4)?mO+f7X^PKN&?HK!IKpTUqFcg!YS9HRKXX>1WB>S7whg0FG?O;7
zc{PxzkGm>+r+nD7Pk7@?IJ0<vWaNwRt)oZd&^b*=g1XyG@}rptHinX;Aebbd4}63?
z_2TzX^A7+yj#EuEbjF--5T71mtCY8i4Z8~ddL&03FydzF_ma$@hj|!N^C+=}&$-^A
z`PP3bqcIX*ay|Qos~2vaw1^u@hj#@VCj`|cg86Y{tiE%n52c2J=xnnIDw~wK%8rFd
zuiKfH#Vyv>wH}ipNDTsc{n604GSWSoH}<60yBx&f<r^PVkp!^)wug8{d>vKdLnPTl
z@Lqc<nH6HKgoIoG{e=MT7B;I8w#m7E=rvx&WvlhZNOg?pWsBw6iwTo#S;q&bfiH%F
ztq03`Gf2Bmp+LyCD*UX?l0kh5RV)Up=W~Or)uOhOuG3{$3*{ghoS|U5{PVy8<v6SY
zUbcRLmAi^FMY7^i&ICEfyk0$IZH9EfP}t}qYC9We#i_(GGC{n8b4D0=L^l9{YHR^!
zcrAj9h<X@<W-#YD&$z}W5Ie*vA9)3>R4BqQGZpy(z#ENGE^!OsG0p4YRk(HeLVIDj
z&5D>+5aK6m%=;R1*Y?^3!=Tj}vKfZ108cTZuFVB*{1J`@Cz92yk9A8BfT8ihF)9dK
zu>?N(2nGAH35v*eOb@-`D?JKA1MbhM&1D#2v$CR>b+RwCK;Ph<)^6xA_)r(jQF30@
zwQEBZ-|;7oa}f1rKID}@;~FYz$yGZ1@?&Aec3rPnrwaQ-E(Si}lU5Uy`$HX{JVjED
zh9L$T!Gmy(Qdxh|9&y~cLW`dsM1mz6(bj%~@v$_hy-l$~AfhV^tjIh|2C7+9j9}ga
z{G6lYTaH1LODpe|%>*C-K~HgiUKILwr1WaTqU7fliOXzHX)F5U$~_*AX}>~3Wi{3`
zY-hf<BjIZ0p%9H=!NoL{41<QZ5MaiS|HBme&<)on;Zk$Dg*-T?<Bd4%A4mxX^_;yh
z7pH<GKU1QeH<efUY~vvWzq1Kndla!5leLMjFnj5OBwLSzxG<Fh@^lKxuA@t2z4W%1
zL%p{T1;0ZzT26yNn7#|B=TP?))Q)obW7+}I`HyovS#HO5O?WOlsLsHFF-OE+5vGau
zA>M5Z6u@^By^%9rdfRRjvwa2Rh7DFnw_EnZWfWZk#{Ra@YoDk;zTM8pLJk-)XK|CG
z0M#%?npY9t%I)`(Q~%M>#WY`;8JRGO&6bS-6|$pNlCd*q!QUd=DJcaHEUm)QRcZ3?
z1J!ubQ~vGVaa-Mn)+Vp0%52MgQ*(&-G+)%{FiSOsv&y=bajYv9Z5yMu0-wd9=>KEb
zwmZHAmtZ+mgJ&@kfWS#YW~c_46QRd2WVSNBIF&VAsMhoI48H>m55XAKruVNr;<1hz
z1=2b)qr`p@opmOKpEU-MS?Y4ITzRrI+gvCN93D#-E8ba5Jg@Is&9N~`WN1~Ymap-G
z(a;UQKa5`9xAO}w;q61$9j_5AgXst&Mw%cwQy-gnYTIIWZ@TP}?%FW`pY@Wu$)gur
z5tXUxL`8KCkw>8cd=J50M$2KaJMH0G?;vYP7W0<hglBB6mkEqV%W+SCkgT`UK6|+2
zy~4FIg~N_Ki={|2WoDb2*6J&K4ibbZLn{j)cNCAMl(f4ls0B~u_@lOON?&!Zu^rAL
zcE9Je2Uo}=ct9<BZ5=3vMu;NUt-~yvXZ{9Uk5DyL%_$mI&pkn>T_jq&8^$uexv0aN
z3z@)*uny8zty9-z-OIjEVcH+F_NtC{pg<6gAd-0SM79`$gfI6K#A;K&yo0Uuz1V|h
zm?UcO*WZl}$={ZW$(KOPf1yOFlPv`nsYrHr>BFcuDnEfqXU5O?$;M?^eS;%cqVq|G
z*==x*u^LBl3ztD`J4?`4#aaLULG&V+Gq4;ULB2Tv95|pJ2p4%sRhw*~Vr;dX2vM41
z2qG-I9C5Wt#5yJFD#WsLttoPXK*k)LqF!WLRTICegyyEYe=BN%^ZKFBuWD!}s{W<T
zK4$J3yaqpK4-d^vsTiWVm<vl71e(iC5q=Auw!KLPn^4CB{C3Pj#;DdNO!;?+yVe3C
zlbOp!yocp3nRi~5omNc<u3RP56mSNbemA%XfRe0F-AN~JE~HfbFvzuY(ifW__bBf)
zX4c0y($NDjE{OPwTGg+>*)J@Qr~b&hR`CkV-94O5Ut^7<TD-R(MG<EJBZSL1=s-5r
z&H;NSYT!rvcv5?iXB?baE6&>9*wfhpjBqXU&ya<iz_qty?ksI@otuZEdK+|DVFbGi
zEg+8Vdg;d@5^ueNsvC6)cvq<&8c)`^6l;H>Ie18o^Aptd4<>QryLoNKrpK$I@2WxR
zCqmWLc(mC~cSA`u*u9l0n7<yl@ptvR0SSyoUMo-6jlJ6$ZMGmVqQ2JPt`Yw1lD|PB
z;&n=v6v#z+BDjSuB!?F%C46`%k|2r0Ue#x*b24w?MX4TMrQ8Q2L}%%-kh1zMgm~>)
z!o7i|^F0`f`mpn|_6zjrPfad|3bjiHRl}aVJ8g03ob~Tm3;ZkyRu84a&=pzmb7pdB
zc^E2chgO93$jj0fNVv&9PI~?>AbQEe#zL?;r%yAwPT=cLjcpOu-WXM+4z0n?nvFTr
zm<b`)zBHVxkZ65K4P08qHEg==_CX!O7~_A)PoNNx-<k7RPEtYI-hzF4+1#@mMP5#7
zc2$LC=tB|*rUj*?xu>4_pu_!83F<`Z*nwnPev9kOi7KDLI&&8yD$om-$;TXkEV)9e
zJ1lA>{PgBX0o`OIjM9XeV@E32(Yl4+{$M<DCxGiKSyy<L<h{|6V4`<11Ku}Hp-<qQ
z{40Im<1pTE`T=rKQA&rg2~l@5PZE80YQ30Zw6WFQcXxQ0+)%dO8gKL=ne6l9jGSwv
z@UW3Ta9+rmF4{jH#hkB0u&Qv68=92i!#zy9b(q%AQF$AD+R+#4&%OiXdEa1;eL!)T
zb>I+TcJN9W<09YV%_Ehht~X#3zg5HbG74>AB@nv|2g?Kva?iBY%EIP$8BQG{bprTI
zg$TM$c|a)S)sav#iyXEUFm>|iE}x@1>kONye{x}U<LK7rv3=>B5UtpwX)~O`>5Ck2
zJ0kV03>D)hRSl%PeZ+5Ac>xM65hpDf_n73N6>ToGzou#kt^GE^H@nXTi`~KzkEc>0
zlo=10y&#JQ3NYxZUb@aVF+hFM0=};|;8}uei=6+OsHufNuX#RkZpZlW-sJMp?2YNr
z$8xuSa~7s`9Iq-Xk$7f9!8^mvyOYuXbxhh2wE1*F&R&Fc3@R=Ui=Dx8piF}I+Yq*3
z7m6%uDx$^Nc?9`dJul*z^7&h>sep#RLy<*N(MUDO)Mu=#>BCCmD%snZpr4+r?Ly#y
z6>$VW2QSdsI+b%xODh*&<MTotb<pI=$7<j_S8ik8UqiU8!M6Meh9WkMIiHc*XH3#b
zYuHlh&zV4X{P?hlqZ5xxp|dO;4C$VDfswGzdnpwtmj7WG7&7j`!4MMEv=aRI7YQ==
z=nVI^uD5{`-zTNo2c(oZoGF^DOqG~LE6!>Zp;MznsrXl6b?800O8b>XyO7;pe(RC0
z)o!{b?NLqb{IUn;Zi-s}Rs-vb1v{Env|Lw<iSW?Cz!}YW&|0UhrffrzJg)B|0!jmy
zTeEFz4dwvDbVp{lW%l9ZPC{4nt)Aqv6{Se2vlTVVvy64F%6?%ePdrX&7U&tO+5aFs
zKZzw>vfy5wm=eFLy5rP$N|h{5uY(+HH3uBMun+H0X5tJeow}~Zy@Wx_<&rV3QL{=3
zVCIo*Ud(4~#DS1;)<>V*u$_hHZT6YidaQ;U4M@90wqQ4SS-O%02|Q6#I3kStm!&OO
zKhlK=;^JVsn}J42i_y^E^X#6{QD5&Vrb69Spc7S)_KhrN-eRv0Elo2Wys=Y6GSF!r
z(AXj}G&3bH`uSm#beS)mUZc%tFn~<WUzJ0OYm35-{ExxfWvd`$nvmWJ8RCwmww72x
z3i;VUnU1iDf4WeH63tCDcLjyjaJq`DNWYI+BmNTtLZ`U7BvUx$&QicT6<SOG579z$
z))n)Fuegz1O0pmQwPW>7p3tzFBusk&rODZ%&1UO|jqp@|jc`_B?J!IGsxSKR7j)}n
zndo{6m3pQH=LGxuW_BM{U(odVHx=p1D~I4*t)w0`nHz(Rl<lIPANOAHjE+<STd>P5
zr}%anc$Typ)SyHsUiX#QkSZyOF9^j`^XZuI<js-E`~v&i^%8xG&v0DOwHx+s`fd-?
zqgfp*a$B9zqJdTwMn+zaco#;aLmpQKE%5xPTUUCG>|qiYaOnWa$2x{(;rCyrE#=N#
z9we28(l*wei`3>4TFs0iTCS3!jEwsbtzjT_w`$NNeUm=DS93**7%i~`3+rR6@@nA}
z-s;j-KVlk^?7x^X<a#1AM>Le=jjB5wXu;ibZr85h(^;Or{_=%weZb^}r$h8rWjnoA
zA|mAiJ3Y0efzGLSyqusnPUI#vP7Q%m;Cp*g*_D_UiVX39NvML;Oj9bX^k8N(HUV1_
zp<RW0_!zTp$W{6I<&qTw0`r&`Izz2aE0D%0eL>&xExP#gs66||p2gC!hRh{yoTVX_
zX0tdXdfSRlC7RaqClsf$ytH&pd;K&d7o=e-ytoo_SeYdrT#EBVX!7+0-t}eva(&T=
z52H-{q(0l5%$kP#-lpnlqWy?L0Ui;PqXLHYmQkC(M~m;F>qLsoP)hf~;U*r9<86U@
zB#oo+WKyg{Nn#NeqRot`+d}&;J3J=l^t_rn23wDRU7S)O-3LrU9<JnJ#c{YD>OH7p
zW^WK+q?t;d^=#C{GrYhGN~Eu0Xm!kKQUkI}w#^wRQ6nI!s)T-z^Hp^j2T|2fjv|2L
z`h=tf0_FZ8I$^{{F;_&E_+r&sQPDNG5JK4?`OUQlEtnHUI#ZFchXSIvxhfu{@xhM#
zP^TD)-FLm|T3+>~b|X?&FSK++TDFdX+J=EFN<44^X{#)8EW77I`nnMx(`R|2U|&b8
zJp!+Tv~+3Kt42QcGb?_vup=;bY)GG)U>U^~?0J_{K(sN}GbA3xyv^ljIV!`*yJ~%X
zteXz}lrx^y90soqWw%v!e7zu|g=Md`$dz+uL6_r$y+yZ?crJl))wpljSk(CMVQATZ
z$<~ooW^F9Q`-v^P5z4Fh_zn!BGgA<V(@hY0*amCA<}`SjsTRu|tk^%r*nGgGS(K&O
zjvbI%yWb&*gHvuZqRaQi9Te{DQ@JhJFI-pSNoFrjOPR|M*<L(=RtL)fGnz*#^I}v2
zo%&W`%PxC*)q8Qoq79`T4KTQJ9e)CN*eow4yb`?8tCnMAyRO3uwJs(`TQk?xa)Yqa
z^%*_L2J$}#=|Ysb2;syp-!GC1aP^j-kMwGDNewWpn_ZMeevC3|m@w9digl=bTg}WT
zeIoC!6LEu2l8`^rs#ox>j=5MSQiyFL<^9tkrzsJm50zTy+4~VCGGzRyH0U5*ut}1K
zthnZ?{pBOaFyn(e%}O3*NVDF`rY{MyO(OdpNIaa8py=FpC83sj6sQJPF|xa=&x_6!
zWNuNanf&g$F?sqj`be1n;1No|UoI2C?5v)1C`?fUy%L$@$BI&s9k+k1!g2v`uw@Ku
zxC~6y9h(mrRGs)F6`U9Q>nHEWY$!?Me2VBkg(q>GGr9u-Mv>s#qEpLS^%;By_@io*
zDoBz(EXFRl=t(s9eU?KJcDcNh=@0xT5YUd=nmVq!7GH|f1|{+5e}dAcNAU@B2lP$x
z!kc*T7`_eiCWcXf2NhrG!?=cu-JJ`#$ZaCHgM6l&dTjn2vWmKnVvI-s{p+gjy(g10
zt<zYDisLo>Z^LC!6qD&F17b*68AqU>1bBuPg1<+_Yi&{0D!AqBWH#UkI`c{t@j(mJ
zs&@|3{xZ7Hk!BUchGw<*y@BkFcNMCp8>L~%1UdEur~OB&|L6c400=DEWY-%gA^SnL
zeUuERlrSu|_%xwCQ&$Lr9^47C$WJIk;E+4Y$pL6%aPc>7$2&I`hhFf|^Qd{22?)rW
z7-yK&H1P_*#sdiaczw7(jh|torAarLJ|SbP6Q3nZyx7758f-v-CzFF^xP5p&O`dtJ
zK1nWum58_=+2SP%;`6nkjXzf}41GWTLF0oCC`vL0#v%Fu6~qIu{q{;e8Q1N;nSA`k
z!H*M1FXXKHDKZHqzY1zqD74u=;RgEgevp5M_Zb5#4D|&2M@OH~A?&8OQ%(+H@d|5}
zeU=-jdZY9G9@Rhchm>EIp|N_>;WNEan@*=gY-L(}_}sU}?EC_SG45KsShJ*35XAZ+
zxe5K=&;ieVpC|}^3?Lp?cN;Zvy5{I3&*^(Xa+)Ig@xm{1Qi(luI^PaqSVus4664cb
zcuXcW5jJJ>Pp9CMqOQ#jvVN4w4dF?}2#Jil-l5#xsDQf*lVWd{j<X}5g$@jE+WVjM
zLv2}x3hVs<q#44XsN)elWFAR&0<xaOmxSQftbpEUq@Xl?kt-yX@G@BQRZ}}4;;iI4
zcs(F*-oOLk&zGq-tKlru%)7)yEjEn&5L2Opf+g$Cd;u_|z`9NEWWGY%+3LhCA`sIz
zCZX9tYqrW!qyQ9(gd(=TQ7wHxDmdZu5JOtLh)muwWQ@eTD+!VnGtPu+mPbr>>7K+h
zzJw~PVjMRXg~<XZgNJOW@Hq?=o5zi=Kebb<%jpzsh-n&b<(YOW?L2jL1i`DIrM0gP
zh3QS^kMc-<kyZ5d*b<$#0!=q4DiMh^6j{Rt@U4VL?Shf#3sXkA(KCvevYgL?9hh~s
zQ*P<A!@jm;Zg5cb*-=u9TP?b#h!KZ_e~2>#nIVkvSrlLW(*dt&0){J1FWQfE>X!AP
z3dA)Q`11Q}S@h*xJ)GV|HFq-->v-s*D6`|QH}PhDspFjWBE4=hWIMEJu#zuMmtl$F
z7kfU*DRt?)z#4$86EoJ6M~2il-M_(vv*lA$QvS{Iv)}fhT(avT({P3b#e)FoQ%ua7
z+6_ch*MFJ)5~^>guJ=^<3n{LUeAmdsJF_F6u6xtkJw?EykN<6#l0^ijusR%Oe9<KS
zuhp}PL>{<8Jd$P141YT0zbGn#0d$&2eHVy{Z571O9_BX^8>Y;@+?yx!Z|tuQ(MGEs
zG0*OSJ<0h9R(aOyXfG)D3le%3>m3#5k+g?(Ro=gLJ1krWm$$(dG4{?Rrz-@O#T4Y6
zk42pj%%9;(;eZDZ9Dtp%e^HeIwq9%D@Jc@ygy8V77Y0B&Tr09&bpD1%R@k1y{*!8d
zFqJgHREq^V?Uk5rdJjF9O$Pj$HqmFd9Eb`SF+oKnb6h)nKF?3@YEJ!YD<~Shj1Z?~
z?XAU$^oE&B-%=A8j<{TkbuSlU0RzyV4$f*MyBz+DpYT<PZhEzuqhNt%HRI*fxHOfF
z%L=<=Dt5VujW*Qx+lHPVes5Ps&w>Ax0^y%sf*gpjm*ir1OQ($+czoYby~(8(uQr}|
zLA#;*WxO$El#tG+-F*2nr?voOWO|gj`;Dd_@j7ROKX7}n0Ox7nDHxwumt|S|TgRs&
zydw<h`LcGwva%h5t^lcxjhAU3`DEJsD$Eu8EijEK@eqSf{P)XjvWg#4P|G?BesAhr
zb{!Bd0%t`?%xUA#2Y<w|h2Uli_Lfe@Vh?5EsYWvv;iGSVk8ofGbc#+dJn`ug$fN6m
z#SNcZ;xt=P;=}}&NB$NPi-1ZR>sUL*%p+HkERHe%IO8`+wX&~Uf&Z{g8|{FDhb_4i
zm*=MtZ{4kE63)9s(65MlZ#f}u<C=v;{~KvfWV6-VV;y!fnvCHmREa-SXIusMyB@?b
zXvp3W2QB$mGU><*kKQ}3+}!8SA(YbWu~Iyi@Gf?0O*erGrx|3xCiLVF5ze@ZU)V#O
zx;`DZoMig$A9meOM9Z+xuff0YuIE%-fdzV0KCY@1Lp-ewQpGfso=EY)`cs~U(K>=z
z!H59dFkRJwzL>ck_wP*is&;R1T#qJIc57yP-S)cXfoMObRo^)AR^m>-@3rlVB54dr
zT)*5svQ7D9L+vZoACl5PzlnwpWM=4w<}ITnLBc`AGhSNxEuWn;!sP2lOP8A8O3CTW
z*}})%{#k)D@6ZB^I8VF@TxIuUKAxnEd?(hDv8;=}+sqNZzkOolAPs0M8D=*15xj>i
zhDQ-HPn#mx%arbisC?fi4UXKW-l>|>>x03xoqg9Ve;gQ6w}zZJ)9ttl*N+@zX^1|s
zJfhaP(coUkt{BqkxS}+pL(+Ko^2qP#@!lz|d4M8}17=e}zkmht@mGTH@#BdlI&ass
zJgp44YA%%+2@91i-+8jS28uN27z!c+y}CoJG2X&-`p#SIfVnZr3S_wgK**oN{HsFf
zQT2EjjnU^x9~5h}zhQlBMOzxLCC_M^HjYIh+sZ%c_LFyX%rt}rgPMKaMXB2{A|ne_
z_8%kkHv787J8ZydH~gA{f$pV20a^!0loxW`+p`WQxQ$l=3Sv$J^__KBF1A7HKht#*
z;**`>nor-iMfdo6-yop61+B3R;$7j-e`PgaKEy~X82;9K(@=v6W*9{gE>NpJ&B{)1
zP*!vI2<vaP(?sG4-cFNySPIBaR+oLaD&P4u@ZRlMZZC?ZS27mll_ldM6qEc@C=N(5
zUe^2Y@}p|EIBOw8@9hSwLZCPW_ZJD{-;prUU8`poR6~nMK6dJA3>&#H`U$&BQT+)i
zN*?%I2H}DEeF~<BM(vQADTqS>j)>n!4TwW#ygQ;OYB)ETmNx>o@I4KwWw*H+OD4k@
zg0#vI?zZ~jK;x03rK1*qt084yiYZ9vQKQdD=G-xwPiKSB>nk}x`bOKX2e9ZN7@11{
z`tU-uaO;GxD&tGEwP?iKHN=2|`Tt@WLO@<48xZ&`ViGAh;b&t0WRwJi1oY#umjn>}
zpniX?USOi`mhgM}C=7W%UtU~ZTrXmlXj+1W-u8plOZ1x)_ePd1W|UZ#2v&OHd!TxE
zfgUg}BK{`ij|GJN1kM(Ia0U*v2~oahoXjG~13+`3K5j3bXa!bk2!t?&=&n(}`Gx)<
z)Gg)+T#)Q@W~Be}fatUYTe9mu1-;*8$a@+aa;&Hzk^5s{3l2yGWEt5OQi)wokBZ8a
zf&lwl>d|fGE8TpT$bPyc@Ei+bZx`@6F*v{UN8BTy=ZyDz4L~-0*+PMYoKq6?0qWhe
z{G5^CqN%0$Rh-^w#VkL$6p5}Bjz!<Sz(zx22?5%_e<%NeoVmEInLC*MKjPp&^*>7C
ze{914A{Prc2h9KTSlRwR2m|Z?sD}R^48wFX-njE{2;vrOh>BM7Y2#{<5m*m4Z(O}6
zrr%JA7dDVEolrK38`ca$Bk8OuH!G}BzyRSv$TRdOXg~pL%U)k!pji$a3cvP$E9-y9
zW?Vsay}5eCzfZyQ>k`~~xfct>fDIdfpvkH~fcx_@5?SN)UuHv%?mTc9^2x_F>3WWO
zZ$_PYElYF<{$0&~HH6nGF;7pcCVd-h%>rxzUcU=3H%%qV_Umuu**N7oW9Bd4Xg+-Y
z-#;zY-OB2SmN_w-^;s_Jh8l7Nn!TV`8%t2DI@9Jq`lMpp?lUXf>ZZUJsrB13p6aaT
zu}}3HY-j8934qZc?zy@7^3UZLRn(9wX?12(UHi<O)yqdijGl0JruL>66IR26!1mir
zm6z#mTl#=aqDn`5M)SU%P><QG&25SGnB5!sixq5mtf$*8;496T;T{RlUd$I0Ww%{D
zi++T=c7Hfn6tBhn*3CrA?U)}B|Dy(jb=720sDqD^l5@jfsM(rjzg4DizH1-<_T6Kt
z!?&Bj`4@+F?%jG_NJ$U>9w#S3&jUwxUb=k=hbs1r`1_?G!*<McGUR+$VWJrpg3|-K
zFxCbrGw(;I$3KtKCD>Q_>nWHikSRS-K(43@?k=`2xJ>y91d4!=u^#Tf>nRZhy*ofR
zWRKv2fUF&AYCbTfwd=K$FA3s?KJjN%pdH3b0Wus#N<|qS!JO~m6U~%>+}<5|f9{Xj
zlNRXMyq9kH4MvK8K`NleuBCqKak=G>vnOvr_plOXCQdq-RH9Y6*?lY(L$;T0A0FP_
zT;x(eGzhNPpFuZ>mN7S)#>oqmIwkiu-hI2L7d7gyw3fghVc_>&m+{_~M)1A0IgCya
zQ}aSo8pFxKX$DUK@85BgHg~|O`Lf9}8XGtSucT-qfh7$(Qf4tR=+RG30><4SA8?mz
zWD*t^#G2=f@^=$p-zhct;yMSu4*H%ZA-j<Wqv^$O__}(rS|B1qf0;CM(r23~B)RcL
zH<0nLU-f3`MSstm5E>=Q-fn}f)aN2U5gMGjY)lOGP*buy(6Hs*7QDZ_iSgHEq%FKY
z=mAP6EUL~`Oj7=h<@hJqVveQOj^qB?9WUkJ4fI=^)JIRp@5g?`>qO3krfWG|6Hkk|
zlfn&WY{l|#(hh>anf=8A*(aHkvS_P3h?!Lb3fgYLJ{3!7jF{gY(n2Kbj%soK3)J_(
z)K+}5UIK~PH$CbQSCf9Qh1<Nu`H@9G4!Ji6O^RJUwga^tkY4F{t)#^G3znlVWP-jK
zYAvOy6FW~2b{2$XFS}l-JC6b%>6brOklcG#ChOtXt{IL*G)LzSoqu;`U3$bRh+f8i
zpL56%ep(2wo}*_&dd2i`neA$0$LtxeQ`+{=p79{SSF5<<S<t9ouG7)O*l@=n_ilSd
z$RXzQ8HI1~qux2i^up5UCHUzTfQJ7YtHUjNXx-oASghJ#h%a;0{fY={<b>%@H$2Su
zdjCvzHOfgb1fCY!<yagS3XiNOrpL=u;uMKxNh(^twnEy}Zr^$i#Jn`u7Td_?jK|)b
z78zFrV1U>Vk7Zk-vms*6q%v+0qmOgP=WA|rqS!N@7z~MOAlV&RXA`&;m_SwdWE)zJ
zv<%ZynP<}|$FS6a;AAtU0si8WxSqhtY6wqbk0^}4F@W8Yx>|MV;}fdv2s;H<hEYl;
zhH3Td<Ju2~WJUO+mHX+BwqAY?{}OR9xI9`%QV}%&0&=tfI+{AsfPtoV6sd9V6A%=S
zf_--lcgP}6fMjp9QRv5pG=u;J0R}}QM)0cTW-1JNPH!o#%9um7)~?3-;7=&#$6EQR
zywn9jsjkIsELoC?Sj%iEQ6{X~e>f!G<{;6@E#{p%mIz;r?+NXST`(r0J-YVnCJk3@
zU`cvsa*Y+?$kb}*^1Ytb#2PF37?xm$LW8R;#QB(tS`nh)sJpgVIMI3|`*=PX4ioE_
zYu+{T=1iMZr^aDVemB>Cve!c}7h=hfs}Lx^mYJTu&+?dNz6?Rac0<9-xAH1enX9u=
zL>BIO_h4n=3k7=?vkH^0aOKyYS%+XL_1q}0#C7Xw?da^>SB#3>Fpt^u;}Jp$9rah|
z&B0(}jx5xNTo74~weUE6TcFBwyac!C7JaL|p+%vhh5R#!+9RN6r`LHm@^$+2EKkzS
zKOVG1?Z{ut#kh~NIH|63zJsj-$V0`7A1p6&-w$}5apr@gq;sCB0sC^*PO*i&6|m>f
z+`j1_&?F#fj}cmbZn#iOe5H4D-g8PzMi(rqbqKx38|rBZdnIWz`583*6ftseZDgS1
z{<E;2=Ab}MxPBD*vMZ4|JM7Tmx*{BAWZ3fZVdH$G%77Fwdx5-qG)vA-zuWS3Mj9?H
z8zHO(fh(iKgVf9;&II=qjCDB)gL$D6N$VmP3(w7PL;yMur0);LUc#dYwGz|~h*N}4
z_u5j$<WV<g>uCCUxyY=rp0Rr`^S$8>dxA~KZ~!a$%oPbwbob?j*(D>`6B`@rn)JC{
z?!-=LfEkQ$%n?Q`S<v&CqqTj<reid<&CP%#R@FrD;@GU!l%UPAH!)wwlEdE0?SpgP
z(F;C)W0e|{-8*f*%!92nE^;DF?$a%PI=xuhCH(q%oP}8Dq%^b(CWXP55j<Jw22gfj
z=l5u2+r@6~@edmW!lFt*+a~w;k+AVpNHHhxV?^?AWGZBQZPt|Wf(22&A5m?u`fo!8
zh-tGe-3c^$+hmMov!m29m4A?oA^0vDLm};n-D5?4A$y<}TsS>b36v4sflj(S%b(n}
zCTVXcFE|J6#LgU4Z1^A-ByQ3C%KRWcTqbV};j_g(@u=)0STJUN53nUomAtd%T5Mu+
z>q>gzP|n`WMj9E4Y2iL7e0$?6xy{6sow-P%S)t6^h!K6!N^eo0M_VaUSDS9ZGk0Ms
zcBfP@M`z`R0$Dvun~Ll`okPEHmL&8mBy2yw$2`ApUK}?pDqyqbO2lk#PYgYIam;Vu
zQ8=)MVm4`B{Ua0D4fdKYDNJ?2F<dqo%wr`C<@uAM^@9^&dAm=cLka(M{Xt`ECC$xN
z^8V)Z)Ut9LBhd{sKA!@$qX-7*31=po9^^jtnMHecIerD9)h!RfRuB;H)_Zpd%Gocg
z;#Vj!fAVIs(b<oC`~phI;C9d35|DQzoBFq0)Ad$$&gC<H6K&eh7X}4MDsYB47_z_|
zXj&^9p%n?Ixjl;ub<-*cM%aUk=UG^S#{WAs?CNcM;=3OJp{)CJTY~4<=MEaWUx8UO
zfgO9_41uD#&Y<7;&39%``7f2A<MKiC@*x8rwga<(O(*&BYVt0JKz_h7bg*622U{+*
zq$-?@HCwp!#U+9*bbHx|{=wGDY`0&u6m>?$veNL}%z?8H5h1V!;X9dQ4Q<9>GL;$S
zKDCRi0;y=94C9Wo_TsBKs^pj9C9iyZWEC;Wh<mYNc?RV*CG>|4gjIq?!H{ev<vDYb
zR&*jXG$T0ghDTfO0%K`)EHQFN!dQp=7zE$^RpIE`8OK&Hczwd%tmq?YS$~kByBeIJ
zw45dPMYY+k=haD0!`<Gobq;B_s<k1jjRN$zYr{P_3?#4hOp~WeeHeJj!rt@3EyUo&
z<Q%a9VUd1I$W;*5GpiFo#G&h;=o}R?4^{D0^<X)Y83!N(<5bX^r6^y%a6r6o&i~!;
z#}nco4LkJi%QW7ilVReGO4khGA#1gUIb81xSMZPp`yfKgECh9XzfFePx&uO6CGZ8>
z`VcgnLBwns4z?ipEWO#a%h)+CODSs?Zi^JEhF>wp=$nZwff;ryoQ1&|X<*{<SZ2(f
zJmRMTYAAuGp=K(uxh%1p>aF;*FsJWg!<RL$Ndz>W<yQ2Co&qOoaHuN=sGGQ7=%m7<
zObOLK7?A@vVqy2R-qP#@Gawwa*0ZswrVf1q$Q<SK-Z#!I(38g&p&76)h(pUstu9Oc
zRmpSt0LDCW|8qhVr~a}*t_7C=G$}z>E_l%SFkp_46`r+6g=}J9!3H+uhB8#0G`LD9
z77#BV?%6tW1}bx3)Ns!^6|I6r(emo$VH0)FL=KzY(AIXjfR#SxXxcOc5`&;J+!r3P
zdL#qSW&jC(0w&8pcCTP64U!ZfxMYuS9Lf^I|5|S#q7799I>jIm7x!A8JA?%j_n>Mg
zmAc$nlf;bhaLMA52H~TgtT=IpbEXKoBJ}Txg7>ydRoZRg3zW`L1~(k6&`pOS7~_&v
zqsf3MWHcD`(p45{B0W>FQ@TKJt0CQS4k1+_6gfhc!RU}Zu(LiHtcJdvLo8UZ;2Yxi
zhka0F;?v}@b>IUocxWEzJOkWK>Jl^XX)|zXz7cD(gBHo`Tt=Nh@o#q^(aSFgs^f`K
z;Qh~}XOSLw$bAp^tf7(gWQF)Sqv;sDS2wRW#IEBY5u!0gKO<5Dy&!fKM^ts2@z05%
zhAwA$>r0Q@rO@TNmZgZn+Sp^hT?(w4Ngpc3j{acEOS;aDXSzA|RbZ0-M7Uod2h(9p
zDThE?yg6+k>5w?R@Lmu$3d229L6CO0e<vXsNg@2k;Tl)nz3(M;5#`&a(IF=lXL?Ce
zPJiP^en<C&qZcz~$TbDoK;FVX_+E1o;V(s@Oniix*|24~o0D%^9au2uOg0#LwzR~Q
zdCtAE>2JOAwVG-uK8$Q7WmNhf7wRj@%<^LQ{#`nwg;f(pVQ8b_?^j^dR1fnnwZU$q
z)UFOLbiNI2jgrv<@32f$y6lxkr#W0kIQhS11QQm%sTAe|_pg9iTd=S(9APb>JCmY=
z{$XSFnze~3H>9&F8^00ojlRgh)x}99FfN@SSbArfg-<Cr{BbSLVeCL4Ng=LDnOqbw
zuC3@;;UQ|_Ytqdi{d7J=p+M5c$d(am;XqR{&I4~C9m1-)3*dQBqywori2q%iwqifl
zcFQm?M5G2Hv7r)0GKZ48pK6I}sb~eU2a>1#U#asy*@mtKs->bA&mKy?`hTUt|J;}V
zn_%=mi5_n)g`3qt@tJi^(dtWH`ihsRhO!MSq#|K64=fG;-@K3veB>1*QLJFgRS3oB
zf96h89}t;v#ebP%xfjDY5B6b|O}AUc=YZyrY|G`%bXv{F@14=u0|Cc9pJ#S^5-pMS
z&tZ^pD;9hVxU$=OJ?JkSF2fA|HmoB0dngm%NXmp7S02||%lZqbnni{Swq@FxYIWOM
znj)jUp(I-`xFjqZca(_(?)kimioZ-|wIfp}O4mllmLdE+ypzw-!a}i@d8?0Yus%Ua
zSB$GMvrB1`TC1i7s8b2JJK+}2rZY^h4DTFx8v`Xf1rP5SAXR&-U8X^CFk$NodNb9B
zn=ma*8EJxbC2&67#Zw&=G;;|sZTNVwuD84cl5RWaJQxsYGc>IphMT{lraw{cz>uz<
z=it#D!J?gv$grUPxz-`xI4gX=SC^PlqX&#RTS9pH4>9C&@1rps%B_>d^633;LD=Ab
z4e2sj<k{s__u5dV6?S95|Ek$OOr5$x8(Z^47KV{9$7&6V^n-!6<DZdT&6n|~b7`*~
zu5vU8YTjh(iUUO*2h_heUBSWu9n_*i@M6fEW9>F|ff&)<E#Zq+svvA@E2DsOsvu0a
zI(6~h`yUhs&+al(R9j=?=32GMaY%_L7zHufdRjz``XD|DWZo8i3(wpA{F;Lf9pZO(
zC>+|CHghS5K{G1!zZ`hp`Qx5o``a3{+x{eZd?0@hzL(>+#>^S=LmKb=N4d3S4_}2@
zt8P||eX4hN4BR_4Wr>_faatV=A*fBGf=RLq2jm=B?No*kNni;VVx>%~G@ra6Z&Y8V
z)p^kxYl)BI{=0<b?9~sE9R(#Qbi=sYoTz=soc_{-a=KaV`j5r&+GKG5(0w5X7@PBE
zi1%DV+>W93!=sV|TKCeZmT}_V&H)GaRkU&`BzxslTZjv7puk&*M0T8Bwa?qY6t&Fi
zNude8(9!>vs*qZ=d8bVC9Q~?rEjllTR!r7Bp)IjozB-F8wTNPMbnM?Cxg_2>48Cx^
znOp~kTyvFIPaOh6+;^G1IIs@CL0++CuH3a?dv{|i(<kd!brNl?wS#T`@hH_<YgcGh
z=?r%R(4||qf(@tDYUr`#E&g?Pw5xLi@D7I82A@1YB{JHE3G`keL)y82@;f#^m%_(z
zHE;iU<egqeJDgC3b9qJ&Bp&O0Me4vggQBw}U`<8f@1VZ~C4$|l7XfSv`}bN^wA{_D
zK`c*~F4UXYK9~00`*6N3+DFz;m#*Er+~^rI+R@v;>!!=Bjd5|-4FUQ?7T){2nnsoG
z%aaK<st?tK7+Cc*hL>-VSJ>9l&pM0A16a&f^RT!WJT?22X?-KUpwV#j=(Y=wrVuaA
ze^%9Tv=pK-VLt9u2zze_W3-`wUCI_$DX;(4TBDmHLbP&$aUyXK9yJR)dIh9T*CF~m
zyIjXLnfo$Md00<*%uVmdroG!O?4dK@lj(ID^;Y9t$uIIidB0g}Sy&4nqL}r$!CqB&
zX4UQ+BDbZ}*BVI_heN%X7Qae=HjX^A%ie5QCKEfQ`7u^kEzd{#eBUVXPmQRXdt1K{
z?YXE=2>0OC(hN^|Fz#;b{WnDb?(=V)>K6Vd!s|t9(gOWQn;pgxmfe8#2s```9>n4=
z+3^eNpCh>GfL(@CAD;r)b_NA@b+w)F47kkwlmmkbXVf16a=3#AYcD##v|A&;{?))B
zEeC{xncuc$!ZA`k7omOS_?BJhVpS{_I>>afdZF2;5VV3t2aXSCl6F2ZrOF09d=Mk+
zfiEY|Fn=N#Sj(Y6@icW=(BIBdS}ix;p|R!g5-0M$iooJ4;uCTj90g9-9b~8dNl5A0
z9tq_ZtUP0r0M<;X+)UQq2!?02T6CUtejoX_zV$*SK3^RP;dxR!j-jDjDBPScXl77e
z<?>E3?#Va0SNxo_7>R?lzP3%QsK<@Yjy!Uj^jVfDs@X>qF^Dc;;+ZSF`Rj%ISeN8!
z@!mDOoN@a<-l&-x<os~xVR&V|MN>re_7pWk%}n$18DmA`+z+*fT4`fWw20SjyEP66
z2#0|v`wY^hDK_n-CbFP{C26asaBM919638|E2d?_uU;jRzE_#C`4XA&dY%u~IJ(}U
zQSYTk%UGw7m-fMI72ds8a(WG>*F)5B#iPy|Dese(*uASn<WoEMFw}C?+AGXcxIYCL
zFMcRql(UuO6nP1C%~RV!cE0Gg`x4--giRIC^($Bn(xr!Ck{ixC6m9$Z0d5TWCb#sf
zLb&)>p5Ss8lE+Mc8Xn=t4$%#8m3ib;^X0?cGGli24iwOn(7NvWi>Jbluf&Iyy&LoI
zL%`lD#{xaodTcIiESPBWQG5`ZzAbL&tcbEdmH6$4zH)d~3?L&gxx^ww4nX$~{u~>^
zf`h(mzJZ{IX1ZzK)*f;BQ6Kq!s(^9T`?L#&02mml?)%PWo!!ql{PjT)bTy9%v2?0n
zNR0VCh$0p!5q<SY5Dn@3#WR9+8An7&6ky?0lXHGX0o|uDu2Og{usfw)f!27M{<09W
zhGr&@8-C8E;Ld}U4@_5NV8aD^3y^GyJkz88m+cA+kFDesDx6+}9s6?+v9V3R!6z_~
z4oumz9(}o*U+>}xg*ASyy~rO)k-_i3JZJ@FYLW~hiG`PLKcc1+H<`RMoOlV?dA<=7
z=Aq{J@o#uXd4mu6_rylkm$?b^*~;?#*g;O`e?Gz6n>Gm3ZIg2rpFwKM*8`z6Bfm$k
z5Q_9pN}CV7aU^(dRFEPp$zc3^B|lb}EvuY@9E8(o4N2390lj|b9>;(O;KikYE*JIi
z(>0h7p$+O3dPW2D7lB`r?8uOHXh|Rg$6v2Q6v}7sR9VKEy)_5+Z3VO%Z|I}Uh!0V-
z_c~wrV$iQXEwi&!<YJK;qD0HT2MOq!=gg+d(j8{Ubc#5l+-`3Y#HNkiZxL=UcqhPn
zAPA@jQ}<H?EBk_69~k=l7yS*60=z{X8BPZXAUio`eok<XU(Z+j+eVlzr#7!Jj$d63
zNyFH#?-dfVN_8W(OWGg=bN$`U$M~0Msg9T6o(TWO!%T@H9rUNP4zEd{o*%I9e1Kui
zF!k?nUHtJH#P;^ID8il_<Mj5tI(GhnY51FJ<HhTmK+M$_rm*|%h115m)2^c{yuRRP
z@GHNYywnyep5Am6Z6thj@bHG*CHtv!&lVjF3_0*Q;~?e-*S|F3({}tw2zNX=Yb)c6
zVD$`R(l2h+B|Q&i=D;8L4cz3O4m2HD!=d)E4&x2$%A5?~#k9#Wt}6?Ee$QHSs2sV-
z8e$f&M|3z7!0pHRx_k{TZ$DE5HL{->c$65NRnvnn5hYD`GUdHFCl6zO7;0L}4E|%P
zs(&xoFg*w)d7A?jPfAJhbYT1fwhwc@cTyzmdLsf|yN|Qg(}5%PdGk*L;T!$#Ky!K<
zPN)PkViNBy_-JXcEEDYx4HE@U1FA8cl}c|pp0XD(dVF*6KV?3Qd_E%M-*;9{)4gOZ
zZ~=u6?mBwQU!a%X$<eE$t3^%CufarVo2MLAL%HOrZTrH!&icYh8ZC1=s>dRC1qPk$
zAHO3r%K_AMnFiZjfG%!#HjN)nVtv;VcScyd8kV`ON+T&a$}k4`;Ju-|AAQzretgu*
zuY+}I2EHg30pBD!I^I}*c}{K^?rzLvoIl}aoY$aRz0v*McbLT;w3>~eK9sn#f0%M0
zY_UG(#ev@np^A>1A-4#%Alx3fIFZ8D+UO)x-w8_8&ovh^@OKQ>cZZ#Wt6aeKIH0Gc
zyhYZwjIYE=vy+Iry#B7wU>dfYjBCe1Ji*ea2sb)8wx**|9lx0|^@QJLek;O?KHG`V
z^7&kX`t%sv?FnfuTk6n{h2=N&{YUC96sQ%&gIiD}i>Ba5&!)-Ed|!noJY;Qje7S_Z
z;Jjq2U5Ohka2PzhGy;5}bOY!IVX5d~z5GE@xa)K|RT0Pl^heQo&`I|3NDhRhAiXpf
zADA;Ss37(In}OrO{*;I-5W%6leld1t(rRCByc%SCptJJHK}=-+Z4WI*Y8@_P+CEue
zg1i-Q4k7<$A$&`6#H13>*eF_e5-Dv`C><NmK218n>ewC`q?ja4@nQm-bPXjU_X*05
zrZtM{e=|#)DZignx7bkl++6ws<uybhmS+gD+XyoIw%}nHb<dtN0_5o;Y!1XfAk3#n
zjcX#HKRIVuH?H_6eOk_#;n`Vf1Ed32IHhg$Fdf7xzwynXwb!rpAhaQO;+*D_uW)32
zt{n>oznJn>0-JuSp_C2=&8;v}Lm0p9mS;lhpmRKXnkOds#@s(kbKNOof)v7LA?Ics
z%!)9_Fm^y!6D2`3cU72e#ypEpW(X39*nT1HVOqce3*L?IUwSBaLmOFA3V&G1VMr-Z
zp6^h5-McT+CZvnfOj--A+%I_a9H4gF_!Ba4A2N48{l?dIjs3y+SR0t?7d1Y6hI<hI
z_IbUsyFkXIEoR{JcDV9+7)~*DCaB`W9vTf8rmmsZmMr;bDufc!=`aG|Qfm{s>WNIc
zrvqY8beoIq9|_!~owH<e-Ds`8z^dNb8@z0z<)RA8thx$8lm7cy__rME^^<Y0jb5e0
z<*cciv5$(toNl&w>PR)&+==8TjqzmI-voCT^!Ct~VJxlj4o9`B{NqMeR(l|2u4Ao_
zTojH(B%*;#;zQdcXCuzP)X-9LS91+WkZFVaRZp*H@m@qP|94-$|5|r|H(h@<P6{rq
zMIBK<CE}S7da+s{DS0V!%MYkiY?waCz!HCN1d-S*lGu9jj0I8|n5el24jXx_WAyx6
zEr`z?WGkvh1Qb?gdrewyZ5Wlfx@b!$b*-F;XIp0e@*b&)c)8rvp=eZ3*-`K<@1_v%
zU;Bvwv`T1nql$KBYIKStv-1cz-BK1gjzyBBUYe-sAjYvV)`s3V)Is7}O9>Xlp!u(n
zq5mF-KB4al&`uuU&`{V~#O3piB-V7xSL)%YMA!)9YGJd^d}PDGDYn|e<Dx8h^!C#*
zJOs_%EUR#o3VSY}mEzfJX<fdtY*j={Tor-H6=+OHu^<w;N&}Hk&{)nqz@&2&MkAAO
zYS%V|{{q(7v)rvi@c|;BpB=%*?u=N(8m|MLARYquyXYZ)RcQl609pqzaNZb)xFN?{
zcPU^05iY=A2!1j;pc~?Y-Vu3nG&>Q9+>i@w4G7q<3@{L1sfFMsqA-L!qtVi!J`}6!
zz4pA?Opqd|L|_9&&{J-M?2riI>_7+xWCac(C9J)p9v`O(YhEJCd)LSjlw2Pj;G+YX
z1K7WC*V62bP?GvL(87H-zPV^{8>$HenV=0|F-t_YaMz(q@LYa@tktT;1o|~}&xI#E
zJ|J`y;N{*Ga<HNU-44Qqji>D>Tt-GPOx^>Q12Mv21FA+jy{2;jqh>AOadh-mka_+`
zDE@^4k^zrWd*YOnAaW*AN>5;%MF?K0jWuo<5G|1Fqa~h6+2_=IUFhukM6@%}grXW8
zc7zLtycdb%L@dJzGrUTlR23!!=<PzZGG``BxIHd1FL@RWN4$I!3q1c7D?AnETs<~~
zDrW0sTu2j}tQ*lH?@cqpUr!4{VA73<mBx^lNr5G-L4i^WFF%x9(pc;p(V;(Olehne
zxUT@KYU|pS5Gg^C5^1Dk!wxo$ba$8Jrn?*IR6>vj1px^~8Ug7L5NSkGKtMoRLaDp<
z_IUK1^MBv{{`=qO-e<d5F>8%E$9Ts(=3K5Nq5t3%>m-46!rqcLvDlh6Cb3r%L(Q9(
zxc3e*uAUWE-knWd%bWO;3$jc%u{jwY-HKvP#P8HMWKIue8G}%~ncs2P6@#{lQ4w)c
zX!b+3OwDIYE`;bvxEr0QI&RQl^zl5V#yGq=6p(fKag20^D=|k;xq-Xxy2KM5PEJz(
zyL1H&F5I`S?4wN*KJVmfz&F8Fc=2Jxw8lesKj*LvbFEc>c%Z}f$wBIZq-^IfMGkHj
zb~K;1T8e+f4LY<)Hyk^<czkqPGZxbwR*C3@d;7udXQuc#6I?Fr=tVCo8XU4q_8O`8
z_nr{UU+kqEt);RA7B8m8K3aot@q~F8f9c7?i9Jw!2{EaTr#L~IC&s23m0T%&!`M6=
zNuokYs!)D5kL5g1W%P2!d_zPq>S&5=%|!*fTUG#q^*P;7jjB|+(vkg2*HWKNgLwJK
z(n!#qm-#B;mvQ%@lG66s&Q-y)ufkq%J9rmRK@QMTm`NLkWm2di-FNG+b4O1zbt_Yb
zl&(b&l^O8%yYN`VS4o<thUG-RfB(w!8Rr;ToqLJ+HrCc~%T-s<LOdQMG*ENr=1F?g
ze9^-X^9MRm{5gxn<8?flRL7c&Oy(Vq=7R4gO`P2pbfgEm1?ycpp=8oKF`ds&``xu0
zZUhAO>{?8y%Ig$!M8D1*aTz7gS#Gu}#h6`^lUuvT+DqzGwsVS4had2jUh~Zhvdnv-
z(Qlg^1<D_!Wpfck9<zRydfdk`(KalcP|zqQIx$H#JyEnLSjw8xG7F2rb#QoB(2t9`
zNJw^a<|=|mKb+S*`<=#HG@$Y>^*izI&`#_`v3gtIVb!L&wW*6);=W}nb-Eb#U~J9<
zPMvp~TP!j9QDRno`aw->=zhcD?UCh5l%%&_zp_j-I3ytuC(aTYpH0SFz5{Og#xcj_
z`d(L<{e&s-4a-i4074I+U~af4x7d@4R3Tt(-WE>RLp;yrA^>><ir2B*s=F=)<8C&J
zu+ty4(u!7N+a>rs6r{`SUSPotBF=Lf9ePd^@U2bu;*4BEUe%+F7QIKji;%#$%C3aa
zpEFTn<1Enq%c~A>$P=}2xw-zc@Aa}h?DrR+>z#vfQz%(azZO7>9Ch8Eephv~kYwQ>
zv3>dpTlDnXlcaoTU<qC~6@T(oR*4(JvoEx(vM(yJM;Quu-OCTKAx_4pMvU^s;+eMg
zcRIJHOV=u$;?J+F<=yA_$8$EQ2WU_a+VI1{KOeM#!vFE04V3RcdC+DvK<^<XJjrrk
zX`+8>EA4*GfU;BMfPz)678b^xOHtODKD5Q5BkDv_>I@q2Rl4+at((uAl4TNMqQLVu
zB5%)U4+dSNwTX)-C<QGWr601PJM&TA>sTP84`M4(Cnh=n)>3t_oS#}-&p(t~n?}VY
z<&x&W71ThCuXQY1<+1w-7L3j16A-YbA1kh}!KOFa!0BKf^M0dW^ugV1&qn04HgOxn
zE~oM3E$&xuRcF3w5D$$e>8nZ8z|)9h7MIn#-~4_3Bvoqn8B24Pqw?sPH~qoq7uOE7
z=-BD%Ez8_L@Hz;8kE}>SO!InH8{L<JvEgaBc;z-XpOOa1$MwhOAMdt_^?tWkt>Lnz
z(AkLCH{&o^fB8b@q~aqpkA7KE&uAb=X=RDMp#HV9+BP?czEiZVFRA{}PEqNWH{21r
zPOSF1NCI~rF`6uW9W5m@Dt6vDDi-JL1h1X$US}Lv&Ru`c-EUp7u{u!M$Vl8vswvMa
zecg9IE$XpVL}Z+<FP8hVoOAPzRW3YI;ks+ov^5^+b9nyr=n%)_40h({vU@e<WLY!k
zT+VLx5)*V<DD1$@_i-^=v3O%Kn%?s=ndyx$h}5?F5B6%N8FwFYXF{v!2bh?^M91D9
zhK?%m{<3kGo6gV@s?8#qK$4qi;?n50kUN(mqOS|L_@6b35~ztq*`j&#uk(7VHNV$?
z(0q#>GUeXWl{GJBDeMcwGL`IWgFCEyR%fj^Ig!OG9SRt~)t)V!p0Pj}5xk7YuSnzM
z?HRhs(`ux<-Q^xs@7mFJ$8srJ++aMe7E^fY=@Eu#t$MVYj25ka{K~1Oo`Vct>$dp-
zbi7GPR=Xmnt>QT%v|)Htcg2Ay&k=ihn1tebblVbt@6GS{w&W(cmm*F~L(XnvXTp`j
zJ1m}K(LgZczMq*)i_L^;dY9ZHf`4F3!gn1_nxdrKPqG+R$86iHSg@F+$$41XmL8BQ
zUlokdeH1znfp$8PiMf}ryT%)vs~osG%pV-^xcXtUXp{GOlZhU_>7J*HKiMmq6S?og
zt{(@yx&|sX#eKM5(&DY)?~?M#HpvPE>VBykX`rIMD?)?!<?Nl8l2YS<|E|ci!>lD~
z80A7X^^7)Y%4LuIjWhBqde3F1YuKr;KU=PP3I5!%=^03u&O9|?>Cxk0J0>zIJ94e6
z0nR{Kt!)3A8czUP<fIc@TGnP|zWfL=Hk$=TdnjEn7bkbh8`wrocAMAdr0|>dtl~#B
zqPl}jPUH3=%7Y}Y{N0U7r==@otvt2eJo&fu%J`nH#;uPhhda||ccw3oTep>vJ1c$f
z3M^B#*0VNs;1GUS-<%Qxm%L<D&?6Xv2-I$WE>kik098UzU(#jz6e~7a%$zLkrcjWR
zdE@iklC2_v@54(G!|!g`r*fZCFs#w(+zsf(g-3t-(DQ82*=j(y$Ibp&B5z5`*PlS(
zI4GV7J@J}mXuJ*$#<TCYy(zrj5~~9bDKN>(wKzv~j&dbB%g2}c?JGxa@{m|E3_3eB
zsp7qsdU8k#8IbQX<M7e3Z6~eYHTq<&!#*Y8H`Q6&HTiKT`4W>)3foq9pVkVW#4@j$
zSpr5I^-?>teNWs?@lc6Y!Pv=17~W`ykk3lO&Rv1`qQ*R_`_)A^M9`C5&;(5DubOpS
ze;W4cePW3XMtC1)H{U8+o?E1yLMdg+p>dCkKy~}VKp)XrRTW9R@M%DhZ^^NKH}mz}
zDQ9^B0U^<fO98h_)=NrC%<5*dWlue(ul8>2Zip^NC}-;Ke9+a+kr8+-o5(b5Uo!0P
z>lIZiKXw4~DC~F~B*7fw!p=RFHQ_|&=X-<^d5O@YKWah;y{>fSn@~M4=R2yz7Ia7?
z@U?DG&2KyGFdt6wwKMT{ifioB+w6vFuW$7)bf<CRjeKV=k-Bn_Gn8t2t;#<!fBA`a
z#qepK5&BHwie$L;UNd;ijf?R_?XrLRI;CK2ii$?RN?Ko8YpCK4X?Vhk(c5~V{2?@I
zbuUxiH+#JqR_;Y=rI()IRBfB2W~gW&f~XZA9xciW6oiaRuwY%<%KG@I`k42<W3gBS
z&#k-U*e>r5UO%8>f70MB%z(2wWU0?=S7uT0wzqZt#dZ^}3>%)iZqEz>rd6Bu9F^y2
zfY+DFK0K4rgWC5T4g<Q+WZ);yTpU#zCGN;mN}>;JOKy7QY1ZNwO~~SW*~0y5m6;+l
z-~DiNAZ;95+BjnA852i<+K_KhH+kjg%~AQ0FFIc?*;GU?F1b=(n_Gy6^1Uojd#3|d
z8GtC_>~Rk<VSJi>*T-WmM{Bob47)GPJVJLHww8QHh;&&xIT1Q()tO)$kE283n48Cm
z$zpI^XD%})0&9Rr8)gVI31vo!-nzp(Q}_D(NP;Db*lhRGN;bKJ5k)CFO+EiL^{`h<
zJ-~m{3}$_!|J9OL#B+`3{z4&Krel<xkVnS!Q-_fybk=kF#-X^NI*C90u5N>b1yNbp
zH=Au<OF`edFO~{A%lOmy_H~mq-h<&GZ`CK;y3A)6mMGz99Rr@3EzLI_jvf#_yJ6u#
zO?CobvM~Sh$Scy3m$4U2x02&HGy(mh_axNb4IifLnS8qVg@&?tX2nyHVP3_FR1d*t
z{_4`o&67$+&(>}VIDas;jF>~HUx`zslI=smia0L?sjMfRD&CuV!m`kI-t1iM9to`P
zmXgUbCL{3|8IoG-&sH<~m>pXeN$0G+m|9M%_$V7|AR8fY&mnD5emB9UcSSumu0-C`
z1~ATB^Pz{YA>741%-7G%_!%Q+%yBTr`nPt>DLSmo2h0Yr#x<7NjMY0H?q$TOOq|@k
z&v;97(*6m$jLl|YM{&i@Fk@Fk?7h<9B09$JhB)`7TT3g3979Y5zAA-u-D@^FOqnRc
zu*9`PY`vrcgBo-_Eon~a{cdZVX*ke>i;s%Gl+15>&G|^P=MW6K3CK!v(1`Cq4=bot
zFW?yK7sBV)Ja{>a4~hGUX0+T>`9t#YJsNW`$KF%EzO>z0kLePwq3_+nrp|>Cq!Khk
zT{QX7+Q(2ie#>U<Hc<=TihCud*6cu%=hN~KYg$CWjl|VF$*)q;J0o=TgnrodI_}9n
zE#DfePoB|~yD(mlux`}~UYPT&l5)v>d=zQ3yJ8xoeYFZZz>;Ff>G5rT9kHJHFVE?W
z)CC3$_U|T$v%Vf(3JA$?WfcTZ6hkGd<laCgmjZNGg|Lk*2EY{HdmCc+@bx0-7|x0?
z0bIO^DAmlM6C`+K={;y=mzLnO&Ww>3;2fha+Wo4+@61BA-_KexekWH@>GKM+m7`_@
zG1JtoBj&eh#$aQKr8lfGf%zGJDwc9WSiHkBPz90k&%#DlJyI-<G0t7}yH<OIOP*gt
z&i$zUU+vOG*3P+{axD4^5$F%^A1C|z()e>p$QCZ~G6ae^Ry812j&a{yYQe>hU!W74
zlR_t=Hj!%7^di5f&-`9>P7hu9@+Be~VO2?m@5%WK9A1(qt=kiBiL4G(=HN)er19{(
zCso9;`7-Q}9t({0?UNk$9A!f7wZqKuJ4=hjR`>dhhMd7991pu*Tid91?xk%7GbGWy
z89@Y-vuHCeohVtyx|#b{tvx96DGV0t5{^w>x>tX^x0o3_$aVMbX-C(?*z(Vtjj^JJ
zr(J2uUZb>>=ZlLZuOpl}$0J&OVt0<<WVx>Of+0b@E}Pir*FWW|cd=vnJ|eq#AKOwG
z)Y33{_jI`{=t)pZpIRVIiV{I{kleBH>H+9GvA@^u<;eZP8K*J^6++ceW@(?Z`C_S~
zkgY4mR|sd;T2~bJD#PK2-JG7W12Z>O&_a}+-upJ|Dt2X0B)JtKvr{*l^<ZA^bNE{W
za;XJOuNU~dTXjXV7Bz2_5xSyNmor`~iwujLLl8Nx@0hum^ovRxgXHh87C2qa--A=L
z*pN58yGk2bXG2K}cbZBRb)(FN5=^*P*NvcexS?g1pM8Hy&}Jl?5kuIs+Q@LvoOxv>
z>u|;JD`j}d+WO0ZhA#(g@)L8SClRdOX?Eg_R`m4<e@e22&wDpWHEQD|&R!#mg;ko?
z2>Zm_<Oe2VeZ2II5j(W;Dc!2AWqN*|yOu@e-(UErj7~aOPJ0xd3^aDQ%)b_HgG(EY
z&0Qg8x+kef9<-?;>}p<nc#}?deMd-`vbO5ohuE6IQ}6du_+Jk{;!ezwEs|YZ{dzln
zTvs{$i|b9ZSMLoe)06tOhJ1IiO3;=*`$4A8sKOrB%fIaDP4rm5wB$mqJw4mLMB89B
z-4&GUq1^X9f)M9zd6TAJds3qA3m6GbevYC4L{NazMf2CBURtiJy~I0BADq`dFNzwS
z@~*$vJi>3U$SuHp)*>Ey@x?e!r6>=p{2}Ey>%rQ<oJ8|Y<5SMpL7ux3EbQ##xY%mg
zyY{rkJCn_3z272DdvBIKm^#?ZTNMd@Z17yU(~C=qC2eZ1bN9-zqhA<CS~k2*y7|6Y
zK!X4$_|w}9G`4S1c3wjVGa&K#SVzje0i(E@st-}rFFm}cdurr!*m>h`yz$4=oEneg
zHF(iybT@J{Ci2q7ZOQwG!H++9y1mUBHm_70Rh4ryS*_g&*GwJF31Hp1mQ;OY6@A$2
zEEGMqVgD-JW2KsQIyo=lKFh7mju-ET!<9Y998*1-r@aF8nlk-OYR!xY2c3O&7-tuV
z9!EeLKkgopLOT!(&s1HrX}q6ud-Oa%5)*ik7yt@liJMV9p}j(I>(JS@P|Hsyi+P-f
zj-qZNXF0_O^Q;Lx??`KL$L-T*YT`>B`Gy3O83y%7BDL_vQ-YG^OTmizOZ_ggRCLP^
z2<$4~a}$w_e)QG|*O3vJxsYKVNpDr%u+(Y8&Px}V;lHlPK&Pw+de+8)F^8b6HLwWO
zC$rqu^*%^}lv>MB>zVm6u=j3WeJ<;{wOqDC6ILZab3!K!cu5W|CXo~9yAI!q7MCxU
zuXUdoDX<*{`}AT}nJ*dNDK)tE!Zvf*V6_G(#lKsrkz^#e-rHF~-1zP3^_11~&y%?p
zdw9fbAZPmRhr&~Y$#Ug8elJ>!oivG(1JjKp`yH-@SEWDQh<q>pjUmvRQ*&7Wf2_NJ
zkE5<=yve(f1<bzM!f83_J$7=?d(?5_q?RBaW)#R0rJyTsmGb(f_)T7fhKY)i@kn%`
zewc`b#)RX;fOj7`1wVLQagX#k@$KWldo-WKYvA9$opPsP?(5yhfqCIQ3Xusa73c0>
zijNP-snIvG<4??4MB`rjykon<VZUmo__EkjShX=4OOebj^5qwEy>|Fj$=kR0Rg)i2
zo)+?S1Q5O4B+nf0Fqe0@F|!y)l<a|_OOICUN?II?S#E~#Z7`=)DyTY-TwxvOGS|y<
zd>m`;uTMame&TJcA%D~8ee|)!Q?>!AFXq;44=@nXO&zVY5O<e?JiK<W-Y&OX;3l2u
zHxK`*E0NvTCVjYDpJ(F7IwhDSQcA9Kq%sTaUpYO&PhY%T;ZG)JKD5wwEkYvJMsTnp
zMo+ZLK8x*LZ4A3}3r9^9^tsux&x@oOJJ8ZpY5gIXV<OVGIaW#7m5gS%z<Mf~mkg_>
zIbMWLY1EBRX5Dm@?R?-)Y2*ao23>>%WdI#dOuR_ZHfBInwF^7j&4``1h$p;CilG_D
zTzBK_MsCzLjxXL7(KNFCpdcQ-WboxIeHnTs-WGDOC@8k2J$hed_vp@aT~OY`Li5c1
zk1;-PkF*4W72qC2YcIkCG}gj6J^C(=113tbUEW7)7M4K<!P)(zb=fLahs2jjw0w04
zX)@f~<xLXjl0-S?a=9yqqN+_X8?(Q&r#!@Z!C3x!@LBM5J39$N{7_2s3cPq{txBcY
zJ6+js=1K^exQ|AM;KO7O$vH*-NTxA?f+uVDLG991hCbh51Mx?iP4$Sp{-Nrd0XJa1
z1M6HHj>EGY@p=kHnOMRm={`aheV6*F^)Q-JnFpiK8{7OaKcw7io5tukVyM*qFc7Zc
zn^k0own`?j_cTBg0mlX#(!9n>IQVFz*&V?%M*o1UK#%N1GXn<jgq1pS+u>W7Nw$V>
zRvllS=Z_(7BVPI6{IYHyb|^s5TTt^h53}N&kB>xe%_gDS)p=3$7JEyNci=l6U(w0;
zY%5>*D5@l1F*NeQA@-pY2BzD!CkdOo`6@%ZOtVU5JH3w2A&c)k@7|G|_Vg5>{LYuv
zztSx?b!koUM!dsrpbUMaTZX&&)-9&F$OR>>3*PA$+6k@pLRTF>LexeTL|v@Qz9l?m
zg&6AX%+ehYS*Ql`Ke-|4K(44VraUz@t!@QbdmZs^t^XT5vy7aSXwRf7ucQ4$*e$l?
z;Lwb$vBY90zHW|sMnI4JPF<!HLE~(N1I^rg+@qocDCJE3R<NY>-TZ^^)gRuG1z|8V
zPxg6(HXT;&*+fX`>Lj|FGUx1TBOi>$#1ZzlXTmmlBQ-}HqU0t5o8#s&4O0Cn>#uef
zD_p(IPsIFO)S7t?7LxSlyzRlkhX^4-aDDtYe!Z42%z^?f@Vno?FudN~FbJ=)yptP9
z>}>Z*-(xwisc-7Jk6y=g<MKp{snm9XKBco<B*V3*$9&~{bd1DlcQ!|RXVxR&+hO)+
z0h3j+y!AmIX4c!zlI(~x(?LBKO442GNmVLoxdE`{J16yQc03(9P-~d%c4$PoO`jjx
z6egDuZcE{8gMrdbFzyX9wC7YfXPZRHZKIaW&iCh(wv(urt|&J(*FTA9Uvh39<a?Fw
zjr&djU*M?(|3dPd9&UK5A$E9og4n``=*J%+Un*30(B28^%Zm1?KFWX7C94wA6g_G*
zG*igRSa_)|-DH2!{?uS~%o*Oap^mK|m-j;R19a~BuB{NAT&v?ld2u70-TkiZLB}Ws
zBioT>KQglPBkA1zW$=Z(0DY0iDE}S1PF`_?;^C7^s^i0h-KLFcshvH!IMl+v6?~`W
zpWGWnF^Sa=pLk9)G`3x?Ofr2`&1pCz!t&9etif)_&@TEGnch+9^Zum0dgtr$7^>Ai
zf#eJ%^0gLrLP1-V<w9eP6*P-^ptl$!tj0<u_=}frln<S(Wmew>bJm@7q`8%keGZ~q
z3N7p|XuXtgFH_BKRWzR5qrm`wyIN33E*Y8tImzT_iT^m)eWlR)D&=y6gN(n26A}IC
z{u;SKUI}JnQP!pQupNP3ZI{L5+yaKC#?Gua6JqGs4s|hZjLmk%-7nYh&jcxoW8o%=
ztBCsajj6FqFnl`2A<F9F1Kt`(!~Ri{^w@xA*ygKs5+Odu0QtHK^YMe?SL0X)eFf3q
z`ahP_S5eJ!>kV!a+@9CHj<!E66tJOK*Vi{3Z8ZE@2Zwaep<|eM@QF2@tWZl_OrzT^
zaqM1P5z(T<os7CMQO!v0Mn!$G67pyYk+COB920TFJmlJGLjf0ErB2xi^w9^$%j_#W
zg~1U@_r&=My@d#_Ogenr`b31)6kbGb{z%=m45vW6l{_lEXLg%L*te%&Ar_Z9hxU_z
zwzZQ>E~}BWl~Nd~orpOjMwQW=eNP0{<AKkIYN?O%isf_yzrGMWl{EOO_I~;+<I!MS
z+mi2PLv69$<zTEw`|l9jr7pwi)zRsz5=q7VJkkXY8xs|aZTaGnEphQUWy5<}@g4Tp
zZrxDD$a!LOe4be@`t2)Y{X_o7`~9~?DiuRClD~Wa^K-bGWVbgtxs2Se8T`&-mEf)|
z@nN(4s>8AV^-fNiXnG$N%I)^A!VQMs8hV%Cn?d;NHy5>8KRpbYl9txFxNX=|Od*#k
z#mKYbG)5~@xl7o;x%N`mQKu=IT^2`jFl|r!reWz_K3S#(F})aHu`e$2c_Sk;hX}?Y
zcz|B|WcPT<Z8mmhCI+q5y@dYfubD^C{Rbs>s5%{D$K+E5(E{zPDOHx5ubR@lq+~73
zXBNS4S4(77Z;#?+@3*0RJ#m{#R$wzbfW>3%vk9~a<DK~nS&u-T6>^fdwe<lB@nkQ+
z3)pne*}r^v<ddwH<Xc^DPB%1E+soSa`Y=dZS(hVhr0GM}>8o{IzF2durvc-5vmBPY
z7ITiZc9q-&y9`kBTl5rHf^M<|Mj*hgRxSIc&bB)kLRwH;<>PS<JidM%zp#^pSC|F{
zf^}$nl|(x=Djp@7s;~ALYkL<=+B)8q`WZPST@w91!&HB*-Y?agf<@1#Y;IZN%z{zx
zq20MV_Eovnvl*wPL{C{v8G3(=EN=TfoaUi{BSFk9w=0!7%+L=Ej(L}{<JTP4Erv6N
z3v0*u#r%}1&F~h_$t(F^$;BTn*i)3gTjlcS%YUACvi$DgJ(OkveSF2uBj^>`Yq~Hd
zYUSJXC2c*WV+-7ONQCD-imRhe{V&qkA2tuPiA_w_aLFcqQeF5Q<O_El>QPW<LSU<q
zZh-@oBt=baWNzgixQZlH=p_2?&27Kjp<~Jv>C_|<z00Q5lf@Zlqgk9`7Eqi~%VkHR
zpq=`DOwk3RN3zYevB-XYXM9vAHP8Ft>qc(q;`lO6Y$2Pb)+xh*Ku=F@L_%62cZ01$
zF+J%G1xnI%Q+}DD5qGk}2<^2u*7i2jx{KE&(dW7b)y@cQ72~vG+jXy|q)?0|KCK{r
zVnL!%-RXgo9Hw1tkuI^OuHS9pQLM?)%RMfiD!$C!d^?n<fq>YD+&HNXS}TpNg0-YT
z6j!WoCiJi^ED1m2sndrj%I;K?GWV%#WJ4^+IVTkP%={oTIV=r!4PO2z_BXU~Or&uB
zC{V8ng`GU78&HvnHGZ{=Ynp0O8%xHK05fy)J-WaKP4^Kpm|jo8@)}RKiJC+&+avO6
zB2iQIS8~2acLR;>XI4H}J*6Xfu^tjfq$mHjw9;eX+2?z71{JDLNAqqdjXbR`QB@k)
zDCg9DPYn5jo>x;qq&{fPsHt$Rx^gOMQI7OAy<b^!(n|c;g}z2?#@IC?nyDcRtqjE=
z|Flat;v#CFNjWI2&@UR{cn5Dsm?|lTE1cGJqUq-MkV5nn+RN^sxd^tY;YnS4JVlY0
zR2UP*5{@~Jb<IO5l5wDX1(>|exD=&3t9dm-&(6qH+<KDYs$B*lI7LmxS&?|tmz%^x
zj3`lGSN$sE^(QWB8Fy`Ti0Z7%T>A4J*~s}d#UTor%}fW>m66hytDZeGD5(n@y7PRM
zOFsiGI2tVl%HWPmd)}S(4BJcU;HqWJTUf@o4+W%Qw~TbP<k7D+cute|$KAg(9+pv`
z&4hdPUDq6~m#Q1aPA3%<D^HjwvM~Jd6UmjKYF0T-%ePP1V;lDp`E6%SOzGVc=%k9I
zKVG$$4OOsxz|U=Yb=g>Ig*N(Q1Z8@tWy6?<83B45I#6^BL&>k3l47Do@vW(~uhinz
zS#8H8dN=Fa41JxH$6GWhGAqw)RG=R3C}AFR7H>_HyZWTITIJW7Rtbn!Z$|++X%lX`
z-RrLHp@dd_Zt9@~n-iEZGqG_;K0hXpd24FJW@AS0rklZHBjonxJbh9y3Egi}JGp)3
zOR&-H4MlI+;84ar84ZOpxo(>KY6Z$)f*)!zZP6B7PNI8xMP7D#^sXm#EC*lhBhHs#
zoh{nRE2+1)tfM8um1lyfHQ!NkCMsI_SrDjaMTud!4aJP!UU_TEX7dCSbA=W=7$VGl
zWqi~Sdebc}rU88*haX@4J2%rHrSy=ok=0w%uo@0KAun>V#pm)frji;dyku0;d{WHL
zk%^LwY13|ziMMfd<NUU`k3TUT54l}|sisA?Qb~`9XePZ{TG;<|QPp{o&#}9^T{KcU
zAeviZGd?89iucI!;@~?`uFL2aJEODFhluAlk|~UFjWL_s7Udn-3YLVDc|%`rsun*p
zOn!iA^E|;rx@@ZYg^nAdbX|mJr6juRCYRgzN>?yttP{s<WUY=_y>5dUZxnUql^r?5
zq7QzYB9BZ0IICwHLP(3jX}U=!#4h|G%P<^9oCw|S=W56UtV{+to48omkjbrVjT;K|
zZ%cCrcyW#KObegh4{l`>X~tW<<}XJwBj|0nrnI*Sn_(b+4IlR#J=H#e-x7*VYWZsZ
z%`WoIwfq3Zj+H?xx?*8}`AE@GS>Kk&4rNBfv5(Xc{l^YtOLVQ0D)C2*uc!$JL`Ii7
zN=KJS-03zP#JYUbwK?B?QLU8cR!wd?TQK#<u{@a$lG<1toc|t!c{SZ7EE?agZ9cS6
zue3^!LA`=RtSa2zvavjPhk!ANVDQcuG{k})e}&dI>=>?>|5l(p%Ylqj+juW1=p07%
z$^)a*eKO(G(T(<0VJ1FUI6_5bwmN11uxYZf>6=u=+*W|?Y36WtY^WKewWC)Mi`io7
z%nUoOkX@~GYie0XdGXwpxhd4+$>7V1Yh>VsX{{G2s_sL228#Zqr=K?$eHDlo9#9SY
z)roeNPx&NS_lglU8za!=)|!>RD6|Et?&`;G#Bs0_WfWI2$1Vxd<nk4o){Av~w-14E
z&uPCcx_qSwzxd_1*%$Eq&t!hv4W6#y1a4y5LsuGtULHj?P7^o2bi5AvkX2ZGazg?9
z_Tw#|CsqFUjrh*WL=jaLUs+YS#GI!vEm*~T^%bt*8FD%-Ngi(OhG~%Se<P&!lA9q&
zWevJnv`6#kSs2k5=F5`ivpt8`<dd@QG3{abMO0$p5JX}=f~{=5xKip_{FPd5W|+w%
z`MpQ+aelQ`fnL={)%B}zle|i`WvB(`asO-TT|&c|B!`lZPJ~^9!O<71Er;C&b3BS6
zF`nfdOb+$e_YUKlHmaigtj@B|?WG+@miUvE^2cZl_T$TUx8mlSq_CLORmMLqY0-O=
zKc;wkkQHC)<xg<ic*Ne5`Xft{8rQ41+UvYY-C7eF??^}P#tFVTW>fu4XO~f7ms;+6
z+nwAq=aTo~93jCT#>wX_qrJq}3UBJS{Ed}HmN2r;Ta&Zh#&#yj*NY@O))WKrod%n7
z8;M^Wy9M%#L#3uQg5Ho<?KH}_gyjb8e)9r}UhQSmkJG#f)~E14NdsxFPtCgy%T^ky
z%v!aD-(1MJiC$Ri+LGU@7xdiY{Rcj>t1SYTe75qy@>6LNQE};E9u)f$hPWEBjY2JW
zkG1N3dNf^Yi$!f`;Bj_ze%_5r6GYd&9<1|<e4LZ$y<Wri^xYS}3kB@6Hq%N6dHoZK
zjxs}af)1_Iu8-&3DMOBF&sFphVMJckXGIx^fp3?vQ$qvz5b7?0H-ffqE35J9MY?+p
zCdZHg?<^)XeI{hTq9>k`q})UC1aeElDtPfCTR5n0t^O9C&6eY#cGg5kv@|81C;?Y)
ztW}-1E7WMW;Cr{!XaL8xZ)FW!$96?mtHtOaDm}SVd?82LzaW+*6`^?5X3OeJBFrk_
z-QC!E&tva*cl+m|FX^nx(Qy0=MhiA&!A5*K<u1KlITt(KxoICYg+C^o-`YK;mqi!C
zv#Gv+5p$<}+1x)gaHR?>LF2=0#76$iL-qXC*#^NJD=y6M)XHr5VL3&KvMF2j*#&b5
zJ;?~skTs%UN{6f}xl-|c=hgm_ufyV9{hRyJY-Q|w(&AiUgCo{aQTZx!*3N{sF8ww%
zux4Q@LECp#ihRNC-y4@t#TyswQlI3p-FT7Kz?N<)WZ`AumRuR#P6keZ$b>d-l5SIC
zeae68f6eU?;i729f(B&jSgbM4p6sDSUwe`8Zco$TNDk$0Q%<;oi+Zhyf>fy?TgFFX
z-`ocior=t(laW<Jyj9B!!<HYuQAKW-aWG&!uR8fa=hrDjOev$kezGS~;R05n<*_ce
zBP%1WVG1pHz!-I(u%|OfdNjVL^Cr#*s|<WXG8_+GMULI;iW+TG#8Ds1K!{jBiwYAG
z+&BIUw47)sJ-JpNq#u52j>ZcrF8QdqVlT++(h}0@eR#|t7!WEd!j=)lYtJV>rpK*e
zd4D0tb3V;gsi(ywf?(cZ_!S*VZ`<sRMZ(iSlJ|4lU+6S&s;20lnd^t$(G&Fcd|^ts
z!SO1ul2Y?qVW_QI;U3~;{3t_^V|kK(4dGgGT}Kz;9nd?)^fDb@1@O?pW6~1{wB0aT
zWE6b1DrHUBp~7R6MSM<web=hA<JE8qXkw`<I6I&Aq_k*G!QYy2{q=Ksyxg52p@Tr5
z+PIcvk_#i~*DFGwJ9}$ld+FmzzOfTUq(CbyNK6&OS(<xI#O1K^tsB`>I*ya@yOTQM
z9t2AO#hs|7{1pG`I0Rq3Dt4DzG7o;II>y`xr=3g^o8kI{egT*5;$~^0kT;k7#X_Pa
zUda^Q*}@*xs*Cb0uOhN&x`daV(v2XLO4B7WxoxJ$r$DdBhQrNgv}g0N6<w*07L7td
zyW-QFdr?TFtA*rc*kkUD+I&YJ?gnw*n~CAx8P8;=OFu9u1>ps6kP?-<e|3I(*IAa}
zf!8_9UAmosp@_NrpAxbYJd7xA=Z~WY`*;iAS{@n2zc_!Qnl$PbXG2nk{RICmKG7`N
zgL}6}-r!T^*Y6lTYz{fjV}ixZb6QcQO+gF9za~78^0d;3CvxM0f@>3u5quGnQ@M*D
z)JnuDQ}xN~Wv+jbsC>YNnblp5jzwdgH;l*5_JB)%J>Rs%e$)SmC`-9RvisWJ>eKO4
zWrLKe)!Q={iX>1%oE50*bKGHVE<v1tp+tG$mE1cx`QqR3=gaRLU!jvTe9Cd##_<aq
zvpKE+{(yTdcHu`t(gAA^1H;J2v(uVsIC2m@eMz(4I9ra_HykJ$8^!ArB{JsE*>~T!
z7!t1AnbUmK)Thtnu~mBbc)jykQWYITK0V&pn=Cc<x*Nb@yYeaV&6<#x))46eY6DA$
z!DkI!1vDGvT6LX<_j`fe)zuYA>C3E73#6n;j$cV<LP|O#m%!2~Y2SEx*wWtQ@RYRg
z(C4$6sfK+<&u8lqOH?p;5W>u*^)@?N;W`PKFxRpQA;Pev#*ff&O4qXC%~Ra>H0zyD
zEqqN&F`1q-Don;HknGWTEUJIv;f<EN97v*d(Oxg;Ss*qQD#ojS3w@iX?D@0!?x5=!
z%L2&^rmUnr&PRF`1aux!8+wfi4bN-JofNVC7#6uQb<3*ENM6EtBOMv4$3tZ)BD5b_
z;ETva5V!60S6I;4`iCWx;l8^cGasd8M}|S5Hs4U5dP{=Rg6~uzvy|-oEY%N9DY*4a
znC9_EV`><KUIba?GR^*#i{0X711nQJ@)7$i`r#~53JR0_?NInb>=v#zrxc6TD+15-
zDpvg{c#rO3@@=Cn^qYf?%uLs1ml@69%qQQwAQ9J<tJI(Ek}R|ss`FZbXx3OVQ}Nx}
zBJi?{G?rXPpL;kab+7fHVCNzKM15n{f(}#tCF4)8Tyz|Sq^&~34^_$Xy__0EPq}#A
zo8j;Kq~|jmN7f>VUnABUavLdc%s96TVi~mQbY*Eg?$%MyuUl*mzt~*9Ky&r#(fG#$
zdZ-8QkPqnbaC5_cJ)!sO0X<D0X9P&q)CvJoLRi?CiaUAJ8gK*2ygXo9I6v437o_gw
z4t&~+mK(_Big0wNg&-g011=-noIG635pKX2!BkzH%ry}11|Z;@VYDDkgtt3TPQuCF
z$yLMI)Eq$zMtv&`7bNBFE~9~}4UBw75U54k38)c_dO8pn_-+_b$k82W#Elm9W-j2|
z)yetyd*b3o-W3<O5i<85FZKfS|34N7f@~1D`CsBdkzMvv94HU!1SyV~qob3%n*roU
zGUP`B1dK|DpgPj%m&m9WlmV6eCo)5kbs)zT=>7jELkRtc%&^~OhW$fk=np-CBHy~E
zjtl)Uo=}t`{3bK%S<(McW@LpwL<V#WP+MA*-n!9(6l^TqXbo_Gw1m<Ipur!VY(xw6
zuLn|Ve^VIbz5dpBKo(PXQ+p??pB4V0;YtX1Qwt!4miI@^zclW*2V7B||ED70g2a_T
z%1*8hruMiX6;&l#9$b*70<F8N2k=$AKh*W7wi<vm5YDEqrtUUQj<_IIF=b5^Whn+Q
zH<*tX_$z@6l0<mgm?I>V^b~MW24eI_1%PG#<^F%^Auh<t`LB)f{F_?^@>-hOyZyQ|
zFmgnHbPUqIt!#jo>iMvU0dLepuma+^S|D6)9IaU7EC36&arXhPX?Qq0+any1u)zIW
z2czu$j~-U%$3>~muiiu1{?Ak%I4<fQ)j{e!U|f`Fz#$wLg%7`#LH5AUGGHEDFiPKm
zGJLo^Kb|dC=Yiq!{CJ<AIv9!zMvWPefg6B6pe(X}2rdt5Xn$4vTdmR_j^@arKxq~j
z=zS*#QyWJEpg0l(O&zTe$Yb2!HYCPz0~b+0<Oz=fkj}-+%gxOVMPB9N1|tt4K$<cw
z&z}l_LW4hKL8%W4B>>gY5E25qloq4`C=E)##hs9SjtkQH(YwHyn7h*&z`$TGexMVf
za5xt?U|%peFBcpD4=5im&^XZ8k77S?96(Bt7yuF)AT4z{T#%fblIb7Aj*Gm)V(sqk
zEC2#|d3kY}TbOfMIeCI?9Bn;ZeL!9|ZZ4*-ZosJp!kf$5-NBv}=r~}=&D@bbL(#_3
z?w3e^GpQfI_n(Ud<>!LIXra7(D1mrj++0vz9+ZIpzXbZbjr}*r2m*)#<Kv};!uWrT
z5d;`3ZeYxS>;K0hA<RsjolXB7CpS|!FN7J$(cH$_9OUC{Z_mU1zZ<4s5c<Pw{5Pcn
zLx2I|;RmDwbQ{n-2oH>l8>xAKl>f(4IRX0R`lnE||3=AvzSZ-m&-)E_RaF0qdys#F
zdm3VY%ljJ&pzQIl_5KwjQNI5t5d8z%P(0vgDufRg@&`6S;JBze0#FFTiwi+{K>(2c
zGweh0iJz7J-@`tXgZ>}E5R41T4Ol5Jn2Q%s0vIo#?r<;{820}Kf>1=`e;^J7a1&4%
z1SJX-4CUeh{0fv8^8Za7q$~R$hy&$@aq$3_35EWU2+q$1<pBl@2K_&m=r5M~uk92?
z^8N?6&cg%e0{A2hfHQttFa*j4;pU@-fw_T;{};TQqq(&k$kE!y4T+Wi25nG;_YW!l
z$zf3B_h;&F*8LxvG>R_&EdGDbq`|*=Epbyf1Twk;Y3NHyNocT($pBo_0T@CcSmOl9
zork@tD=PewM7Wu|+BmyAxdNSyVoE3wM3x0ukPa=3n;T#t20R8}7(gcY4Ip4{TwpT-
z$kdNZJg^^oFyD_o1Zuzw21pMCZUE;4@<I3wU=ThdTqutLA2)!0sAHG`3<l(Z0%=fw
zBU~8R0LsUY3vee~I20IV7@q+Q4mAQU7(f9sg}etSu)(<bf$Dg1!Ti8ElouBUkUlUB
zZiEYm8-SqzYvh9iRl#rpDg@+(1Jwh-3jqW73&Di|=P-a{LV<H+JIFm0c`sm~5g3fm
z2!JgKIY|v4H+O`CoTH@^Es77T|H*iOL}aHRdx!fMg@pa)J$`%)`}c2Q|NK}s7!DT^
z`SYvTMoD6hq1@M`j<VX}mu^Xf68k)KthCmud3}#ZqLUtr-(q;0?A(d6_>p%K&Ed{&
zy->FCpo_lNx5Skl#!`wRzT2+`j))}>T+_{-+@~mfc|OqUe4wC~Gk3aoRuwfx`sU5I
z#uoW+A1F<rM`1n*(~F_EX+Y|fr4IE=^;dOdDbHU|P<b6JxxMmK@gyj5N$*zoP^DhK
z1FKiO@k~0^22(!&Wp{T&9xhka){{7wbZw2@{l^IG{Y9{YLbxH;GN;>3CUj1>acnVO
zd^Lk-q$P!BvM(3pbeTeI)BE$BCA#)F1HFrip|-$0q+SiD{x0ACYj(d_8Y-=YoTN^Y
zqe}sECxTMFI*9btfYhm+MY00@oa@M7{;%)wMp67fY~(*tX3n2+38ySb(@D$G2Kg;=
zTGa5U|6n^mR9earNC4s(TF`F=kVXL9fvKZAGLxGD%97NL{v7+i4LU03`1`%dYHO>>
z%d#u^xZ0SatV{#pU}NTFZ}E3C0~i!CAo<PAq-|W?+$F3{U1=d;kfP}y$2>3|kdBRo
zyS1AEE*Kz>$T;TL4+8jJ<OW4C3ot+`06GSkFhDMFVZh)2WJBftStl+q>w_!@N755s
zJ_vxoFu?lxX?X$9&I<<v(>TbW3UHJB5L!MU0O3XE#D&3-;=p+Mf&9P*hN1HRxK9`y
z>Bj#20WH9gSk4D<eE?r!d`Of>-ZyXz2iiln0YkRV4ea5xe8B7#@*0d6Kmec&GCu@J
zhXN5J1nD7=Z36Ydfx4jl00ZIvvn6C5Kx@B#FjVOG>l}6T*Bn4;V3rISF#S{!p!Xfc
z9NldGJpUQ|AcqbJ=zh*Xq2kWJtAnPLin6%MUvXCsm}jst|A#&xMgC9p0sNajpghpu
z<Uz>`!1NEfk*JC4lmFfRw_5(vBgpG;AP)O29W~xaFY|AHKpg<>_#+1d#Rh;Ye`*5w
z=M}&gKvDCP$hyFMKTB}aLQt{9pPl|64gxCT|N9{5$*5{7==^mM#QzJE1hn?QKLjYY
z|F1d%%nPLaqdWhW8%XCx-S@BSfQzJsz<+c)Qt44CxV(U&|H|`U9HBZL>As<WLBRk>
zfTFw?pa8%W8!)AWDh-D7(IV@I0V)C*9#94b%)KI8g8(=QI7uM)A0`f*LwNzm{NJ_(
z6dL?74FAR-^78)f4-<JDJGk+syt2jN+{=@dm&x^$7$rjUHZNPG69`F?5?g)Vlo*kV
zB*-0tTwFnv2;``&R@*mx=de5NRvJ{uz@2+96a7r4iAyeBUqxZ&?rqqdxc2xi!>8Q&
zxD0&0ZGRkiS+hQ~@!Oo}jj$t1`bP;bo?%@QeOslIRv5%-e$>g=Qik;!yH%h(A|r|8
zQc2i-vg^EY!lu{0+{~vT5R`83K7L|zb4_ycx_qi~n1!RD7;oLX*h~63cC2<?_WX9e
zGji`MU)9~!+^%!2AsaX0+jzG0)Q%u5I0Ew~vG<lN73n3dxi=^8efXP}kJLT<lS6DC
z7A0uy$E1b@m8ZOa%c`WVauXi*<eyFuHFxz7r501xP?7n~(fkWK2k?EAQvY&>|IYDn
z|K@o3z&{-iEgurxfcdtcM*j;)ktU1WpeXo5Iw*i*0i+4oLm>dwLOPKD{q`5fhO`Hu
zB^WS!3*!Thks&2NvSnTXG<acvdjR5Z2pp;ZK&T1mG8DMV2RJK!z~zCFdqDRA%>^73
zK>dJHa6s1qoku|q3>8TKX*)=Z;X^tXz<D4Y4dC2hfR%xP_K+?O224l+!3QlE6(=Jd
zB_A@#1+D^w6&K}tcp-qz0MhaU77NVn!vL2A1zZ#y$O}Y{z#aa@W`Xv8{r={vex#ss
z{OXT?o#(fDP+a2IIdJsXc6g9WI6tA37KurKr}-Cd43+wavZ2Vy&vGCn|N8Uf?|3X}
zV`+&1mWF_}AOnD9gDj0Ljcts6c}J87`412Q_7_C>#gJQhCoypbm_Aqxm)QEDnMXuP
z#VsdDInAfjxes^Md7p|>Y&41(gWgx$mz=ZMowh3t0Ei$mVHN#Mx{0$GtgVDZ1goY<
z!|~O+gq9#M8}7%ZeZPA1v$gxDJSU2V%>JLQRfM^B*bY%d_(b52ejNnQitxNEe}+R_
zIUz_(DfYA`KJL0?nD7!Nz4%}ht-#Dp$uMSdg;Wz8C1z7R`u0b=l9PDyX^)_d{eHJp
zSYj#ej!}^7<BXEgg=gRR^pc?`dgGWPr`;&Q&bhvhwsPv_v==SCeZk{=oUIrIQ335;
zJ={X2yV4n}-2fiMr@nuy5u<sAj-wgb|6c&YZ&P@GvSLkbB{3zXzk0cUg$YP}2e`(c
zn1C9ce?dOLyuV?>FEaXrQ~(qin283o9w1=+Nb1CkjKzMc;xFX|Vnx7Aeq2YUBaeUV
zfq3k{U?~6OEXdr*?Pu;EN)E)BfIb6k6EHs@&IAAhFi*hv;egSjoG5DY4Y&@2(DDPI
z0tXl^oF9e@m@je<fCIon0l)xaL7>bJ2MOec|KcG(+5zHERLem83G4y*0onuNPXIIk
zM+!h6lBt4$HjrQf#GpVs0O$aG;*S^<1w=p$igK?=fCOStfU^T&1+<IY12HH7X}_`i
zzZme({`_tK113<fUioqLZ>$xd6#v%Bk*WVfD+d(A$`t`D3%ep*JWTCDmcTz7kfkN?
z&jzGvZ2g<{qX6pn=8yr_uQ>-47gjcPK!E;z_#_Uj0s{-voM0d<<Odu89L!^c479D>
z0B-{<aUjDtcjQ$dh&OeXMc7zby953JhFnJbk%lY^EP$XGxR|4rJ+Pz=tY!eQzBVln
zurv-*vT<_*!a`KQg&c5PknSJVK>7KAT7l>cSmR~^iGjpHk{~ING)M*{3z7pVf`BDI
zkSYj(Rgfk~3#11!1pyHpuvX?~2QmYhgUo@2a7W;;gM%r^0%T!oWrc7BAwZ~G1R)$O
zOx>(O$k-Fu0Uc=Li2zvwE9)RDkTuBK$JrX;2(kg$gB(DPAV(WV1jq^G1pIXd0c(c{
zM|*^&`;Q}6q{JX+pjjsikPFBa<OXs>cmjppY`j5k$YpqtJILMI6#?wMoIoBRPmmYL
z8{`A>MYuY#qJ{yWYY4z$qqOH2d^3szD}jzbm-_{1ErDFLEXb99<VYgRAhpRD24)4O
zUVf?8Ke^wpwIfvcB=K`@1PX_Me}n!29UnvD_mx{NpQ*3eCn(>@ns79Ove2VfvbbQN
zk+@(;N}*l9rk6Z^Gr0?mINcOWs-uME1$HHi<Fm*0PCECkU9}W7LqcL=eB?@AMK(1-
z(oVKcHqKVyklFEoN8d}<OSfgQL&d@*=}lK0WMc?ob<>DN=R{o{zLp%<W551pm-sNM
zqu?9Mt}$IeqD6BwbiVVk8{dBFD?W1;LrAzG#4JIwvfS6wA3cZGRw*VW|MlzF&(GiY
z+I}4TAWR>q^)%%o;#2aQnqF<UiSQm~#!lw&0!isfy;nV5df(O}84bQkG08Boe(mn^
zJonVb+r`^ZFB8hn%C^sD=AR0f%hhtP)JoG*x6p*<aI%8i*%(<l=v^Ij)yuR_ZA&k#
z3NAciXbT(4_oIv-eN6wH@+n)09dY=b9~Ys!&NhE_VV{0Q=EYs|nr_gPsENyrz7-k!
zd%1_R-ElP)RL1tHcH63pe8bVS(nNSs<<a3`w<@B@m5#5^Upo(jUB44YM|#6N`c8X<
zt~dvyP!yt5(M;&Nq&Jag7#UCS4wL0|f=+ug0-nSjx-4v~_V6^Bx6B+-ARHW1Iedms
zm@?$oLvhT_u*GidhOs8z!DoDn18cixe2s(WY9ub<2Pt<2ZFvIO9728WXVPq`?~=EY
zbHL=bkGZYE-bxJ#`@Q}|YP(~w^iuoaGU>xM?$(`%M3ZEDce9tnAM@G<@4vnexo=Ey
zQ5Rj>EA+5YLYk13MxEzr%3*<1TAw0wdUsk5+yQ=O&HKjwsb1O#o~rEufyf6`4Gy0r
zHcm+^iljn<WNKvhuXZ*yhoAWn6F;`&$iNbm`&^hnVv7(98f}r7PzlF3?0|-Cv+mND
zwupZhY<QxMc0N1wRm9llE~_UvzDw@o;GE?7ZC!Pi=D~1D0^*pH(QwR&2CVZ>bB>4f
z^@)mJz0rAYQuiYSN?7vv>fN>2U8|lhv6C#miDxVLX2czOhZ{jXU(>2{Uo*Yd-+(8m
ztolWBdZQQ1kis1;6Wk&T6ZmdrtbvL1(~!aZv_j5!SxME)rc)&6t^z)8@Y^jRQso2F
z_aX{R4oP&mTWZ!OpTo%9w%ts=SMQDaJlXyH#0~ywRzydL-8(z(It`U$ldnP`>|AkD
z?A-cgP=)a7<|{^K@k_p716BQEyN@|p#;Y53LNii31(f)X>TjJuTRqCzpK3hio9J6;
zl^*A7X7B8?%L#M8yh+ZQb<IuBLfDnVRs67J8a<v0>=dcT-Mw;yg7Xvq%fXGT!uYFu
zhZ)yr4p;Qf_6dTOOEkZ}Vqr``FH}FaM(eRipzo8rt?Kwjn2`l$ztm@HYuoYRevgL!
zOzSL>p4zop(GW=wumF`0t4W)I_YmY>KI=0RmQgpd%N57IjSph@yy<qCuBaz8Us8El
z;}?lPbGC?{hY9Nvn%>K&zGL*#vDc744Xa8~CGkc5<ER!**R9FRTWhSKRhKpqjnpvS
zYI~x+7+4ph>-W`xZK-iVxm!7Bxh8a7$16GY)dzG}jL+5F_H&$9r+Rfv=&$H`H>$7)
zx#Wz}S-kV{UbO^~wvHvv);5+rPQ++T<+3i5zBB5;OwY`jo1A9+Qth$E6~ndQ6HvC_
z+YM8er%TD+OawGLQbKY(!es7N9#-BKadkPX`4dT2H&SWRy8`aB=zO|wKR*@nbW?ob
z6+_4a^f{A<0_Gb`A}r=wU%-y*eSX<SN=G?&9pkXMNZmi^Ydy;H?A;E39RG2+^hlZw
zE6TXa`iggJ^W6DDP(##`?=TN`2o>@DJ?A_ytp;l;7PqCmOOBa4>xyOi3r(H3##|yU
zrvf^6%e2XG6j{mp(lQ&$2Bwr|h+1HCz3tjD{FODC)p@w$HS8;IZ2SzR?!V@~*l&0E
z{)$3uI<}gd=J4wwVF&xWF1>?AGC2r-;Fa!?2#m7IC$KYtD_@Q-j-`f#49B6n&lZ{j
zSeIdY>li6k%J4#ml23&03Cp|eeWY$tU$ZtjtWT9Wd~TV0OH_E7#|iQJoGlKu#?0;t
z1$gbt?5qXvs8q=BW0^dmic6=yE-68Zn7+r8A-?>y%N}PrVf^?#H#McNaqF|%!nf7t
z==)!Gt|YCo#_xX+j+W?sLwf(tFz^Yu*GpGLJHC0{eSs0<ci=z&Vif(pd&%AU3C6Wc
zH*6x0F*ZKJ7SN_>GYyD*S#ngSf`pz&+X?B{=ZmYh(A8N!8)Kb`sm|Cy?+j5R174~J
z{!WKgyi7P*PWh&0$@lSh!%0!29VI+U8BUX_)eyzuKzGW+{?B~lJ$kr2N;ZL4L<w8z
zY>8lI6tTv9GKfzIN3C6#^a{HWzTD2(LCj~ZhtfAQjyYadE%_@1FqY@1jfr~^Vao@I
z2b^bQNoVKURc>CCO|R1DGk@wZ$qWvU>2ha!LSByM_I*^AT)fSn=e{KA7&KW0+yj=-
zO8l@8;iGvNUDh2pszE!S6jAZ*&ONLM(?gC8g8@qRQ9_ym8m@dtv1`5l#-7bz{fDnA
zKJ3Da4ed|8D<SsijvDt}(SvKYJTd)WH7>7UnhB`ZSk@LAXA`<Snn(u8_vt>W<x_AP
zbkwRT;o=IHRPYU1Ckwi4QRn5AM$?sb%o$OjXNYa}VO~On_Qa++=0NQ<*r~T~>e1f*
zO#eu$E}cw-rCp*0H8`cw_|QM-q<vv&+#jv$>9(O_NOIqE?OYKCtBk~6MqZhRDX9bH
zYEoTTF4tX7-d*hM=MdD~2@3Bh)Dn+YuQW0QQMLAvEI%%mRcLo!mmhr5fw<CF60!EI
zGOV)GC>n0hA@(@o7I6r>MUt#Cr{^2l_S`U2AI<KzI1HOeQV+e6wGwKY@Z$kN-F=!Q
zyJkEFU8aC^-wJ_<i~D97cr=Luwqj=~pQb7C(QU50B{qqhSjGUa2%#@&mywJ)Q>3e#
zOl`M4`W)jiznj{ZL7`uttL)1kZ^YxI|FO?}AU))}ppsf*R&C#fR?~&oDQBlzOP=kn
z2(_X?yhhY(`Cernr3Q`dEUy+(y?VJuew}7UCpSml79J*3BYEGE2+0)sx^=t$3<u7}
zce%|IBVWHzAAclodMWv6%w02sDw8VZMts1GVTuPwsV{x9-iUS9y6{X;q(Ss6P0Ay|
z%#<cxKgQK{w}bql;#YfTx3=CUmVJ5M-po}A6{%+llNfz|J-k_LNhI#_bS7D!JOK`r
zg-6Q>E&Y?aaeehRJ0ABF`maVGqAMj%ZWKLLocb6{HhY|(C;V+qlFuaC@Y%J1x<_iu
z&L)2EYejJdT<qBl2^9H0o#JL!`zySTEL<nkDnB|CD!VtLI4R<q`H(KV<U6+koqo%B
z<kGz4EC<0hp4ssAnljU~y^;@<U<!v&!y5F;H42OfhxZ#?RKuxy-w$nW<L8altSfN3
z?grzhA37n@R}=>dg-B@XS)mjUJwA&H80Y%ze3duvbXA<tn^H<EyGSPlKCyR=u+7>~
z*x^q5)yHWhAMMZ#EEFkaVcD;!{DW&feMg^;Qg^i8s4=-3!Wtr;$zpl*4816upy_{c
z_KrcCt!egm+O}=mwr$(Cv(mP0o0YD#U1^(@cBS4tXS#b%|7W^q=KZoGp4fZGj=1Cb
zvevcM@5+qyM!6w55I+Dcb3lLp8B(aLYTx@tiorip4<CxbkQ_ONFt&GJzC!<LOsSC{
zG3v);gb+6D76&>4zC7-hx5wT^z^qm`ezRZdh5tz^?_oLH_<r*AdEmEpj#t=spdJ=P
z;L>;fl<4Lw4c~$gvfWt?H*Tk**Vb<Tw6vl0(fR!V&UEh)gN}xRnM(=+di&&@T75FZ
z;k$nPT$KYXYFAJ;J5qOY#PbHR#YV)fo2u2LGj7}yJ3I6U_G9Z-!nT|ZY~3NY+Vtvv
zuWaTIQgRe(bn|K*IFtoPdb-e=^gVngLdlBFRJvJ6id$MU^|lAG2Tm&uJA=J#FnrCU
zRo+cVU0VAPZ<|{9ic-1aV79h>1V7s#Q<%?rtk4ZhPNxp3*$_oy^kCmkhq2s94!*uv
z86H>mJ2dwzLCv3_yZx)<;&}(7C}NG6XEB}`J{DrnYX){&E8ThgI&C-aL%&brl?njF
zl}Ygx{PZ98?i1c<-;06AuVB>tO4cLq$FEL2FFy(d<N<N}5B-F|9_7-=hiWFqB#x4p
zP{;34gnb#a6kTwJD}SR7x_`!?zGGIMX)gdj%sulWKeb&#Q7B;<ab`MN3?L8P#e8bG
z+j)i<2K;*bIA7*IP)9vhTfQC<KKj+T%hUb+0L1uBXC*K(NTak_KiVy?o5Uq?Cji??
zz9jcSzmMVWytjzHFZvXWADR(1<DqOUeM{SS>sRHoYeE%#9k=K2>jdL|N7=muhFCXc
zU!*3lqLd@_2Jfx(7Q8&3@ml`Jpu!m7xV$Z(xqWwB%p63VGh#TMWcH;TFQ-=>t0TZ%
z%gW)JN5`Sep-vu-`za80meEpMLWzNpG)GtKv~ge|b@?0JdUt;g`I%ns&d(|kwG(Aq
zP&DK{Ux>Gs9}XxW3irB;;5X(a2Y_G=X#D=)v^9T(z|@?&0(m>U6hRYtAi9rzATpU?
za%?*)^~%;C3?VXMbq~NYSP<|5H=IJx7s0N5O1L4@Sb_KG!<gsps>|$<sFqT%>-8_A
zF0*7G)_#E_r3D^Vwn(U{Dd;J7&!w#^<sFx+Qad3n@LSIZxLz8yJ#^HpfbtRxRP1CJ
zRFu<DCa{j2l7xkcl0d6(vz+l0_20D*s=NrkW2eg_J=60_)}HKZE=bmh%#7NG!5KHe
zp``_FlzG)<w$J*@dv?W}h?g#H%DpE5m+5=={jyv*%*Wc5DA%vRPs^-OEQ9v$4Gac~
zRC5)4p|1BJpL>!dg-MCz^Ifv(P|L`RH&0_`bqn~hOOqErXHkyB=}Lg?0P?|VcW7pC
zx)2NF6NscfvWGlYtL~mRaIG5(3jTDY?l9V--zTT}uv4P7qN~u@9d5tj+;~RwbZxS8
zUr`0*1KQya5;JG>o5T|JSVFsjx@fmUD-`Z2kE|~+km`o-MMbQNYp@Ib$kl)kD%t=L
z!#61D1QAY;e8OcqToZAJ?7RONNGm~?KTzllP@M<f5wywVe(P^yb^3|*W4;k{?w>cz
zKlU=j{aB-}My>@4bv?@6H6~1R94bB*rl39w8ab_Evpo-fIHkbP@GOOU{@NU%77A1o
z4>5zfa|^?>P08c-x<!*W_y2}imw(NAB!#u-2-4BC3MH%Rrz$AEn{-xH6Z&+S{SFX_
zgR@y5j}sQ`7%pHodhlYBZ<kZUqc(BQl66!E4Hbol)?)WEe5k#ARAQy%8p@!nQh(9%
zliVse##2+<`MGVOJlS-kdNk_kYd37^1iNQPo<acdBpCP@Xno4wz>@N#jjL^vgIZH7
zTQGD?3?y7d1She@9JNgyH*xmQYTn<gcv{H5V9vLq*dYf?-jtIUSp&b@Ukd42Eg}e^
zx`JqG{U&}C`fSq%(f3KiHD&ePPHTVM0o4B{03~Kg?|%HnR<EUD1R;GKI8^AimC(Uk
zi|HHDbvVim0ejanM6C0=k&<ZT7>-i;y0I!cnmJj77VvOC8#gMG6gG@Ylw->9L6AZI
z3YNhK(++9uvUYAUxzAkmjSSjkCtju}nebIaiToAhh~#lqi*OZEx<ohJ1pA5wQ1Jn*
zK{GWY2}z7hhP}AqUe=SaA~a{-s%@yFcN(2(4a+ERhxgg&r>0xw$*Tw(K+gVleZ~C=
zOHLFw)-5IzFN<8^kp3VN>J7T1vM2?qKjM>$NF7QbqdH0v!@&oxB{A?5k?JQ85)4HO
z2mD6UC?2NM3|%NgqFOhi^0vg810%^9=83_!2HGlD(JqCEfZ&=N3yuv(`t=tr6A6f?
z7m5?YbAJ^d3&$~VMO-eMllq?AVF7BVlJoT!U6^!X+=#g$D&OO`aiHkeXGIjJY%NRh
zVfOl-q9H|KybtSPbNEkIVDI!#Ntkzv0Qld=I+a7@&FbWxYcfDD>+-q+WByNGF=Dch
zI_T|z_6|hwOKkY<<K5+&9TKw~Gue^DMF~H7Xw7$oyx|$^42Hd(eTcBQka`R{<QEz!
zAD))^4}06IfWh9Go`#c|1jAN)y3YnvUT@L2_z7MXGR7jRUZ}(y_Z-eY)M{(oT+3%B
zMfeGOcd3S4KA#!PGV4{aF*$Ox*gp+C6TfW+jcqz$F|Y7;FJ0Gv8=L9Wy&-gOhEctb
zBmEKLY|#kgDacs07{KUpWxJx=`E*cktD;v-=G21YxtoLb)SjGwNXk&#R#ML29*=a4
zQrI5yelsK+0uF7OhaZMA5WIJ^_mPYnS}0F=`~LPUQJ}bNz`%-T{R6>U!;itV-lZb~
zG5wMOvyipm6Wr3Z2>ics+yAhI|2O94|1j+T)4il+{K_iOGJVaPIKF0A?2N4cFfhN|
z$G;nxUxB8-8klU%e>E`KIRBM_$^2zk{u=|6{jUb5#FtrV_%}cD?>6Lr+Kv`qUgJOc
zjQ`F>{BPXDKO<!SclVI_%RT(dXybqH9x^ksbN<ymO!d@3Hpdzv7wgYws~K!2+@Bsy
zwQJe3=w7q3Jr7Wg3M?GOC3->?>Q4}e9rM)}XhT&%AXbE<j#LsT(9$k>sGeU_MXzbK
zd-C`iH@lL%x%0m+Pvc)5`)-*ZdFHxrUA=niW3jkGi4@J5)odq|$c#@<Nk$+X(ZQgT
znwH$X?-zgw5u5##4CnbuN+%!~WDBxSr+e8x!Vsl<7?VAZOc?w^wSbBd<N2guuhU4+
z%_Q5KI-J=Lq19|O3HYHquAP^dMYAJ{h8_;G3fgsz<5$Z-ubxhVR7|s1Gc&$-aqq9v
zyG}`g05SB@ryE6tE~@Z>gLq{u*hjS0Sf2u|Mi049dRY9{`NL-JO7K&enZElQxdeI%
zWN;Tru0njK+#wQ_k_VBYQX~PlWct{|gZIbC#;5=IUdi!wxki^R=cymHk_ar?a}#}O
z;X%)6{|xOUBIM7CGdCzD=%&PA1d#5`Eb_H%6`F8~2`_U{`@_mb=u{e5?N*#XqI}$0
zIt#peLKI-z;8daAS+*0^6V`Ar$9#lv=x&gy;6Oq&7HA{kI>oB5-9tXjK5OjCcC#hQ
z$1*J-U6>5x=@aG9!N6r-ij*&;$PoFBg@W&7jOFD%WteYI5<kXD`1NGCBG`_|NNEHB
z?UpA?2Ra+@>wIrV{n)OtlVW=%#onU$G^CZ-f;dJVpCo<^{Yq;I@Nb>-`T=yRev+T2
z(JL35b{R9wX1n^?>W2Lm+rj;a<aFY^UP51Q&93F&2-CZ*_47Bs*tN|gqqkNn;LodA
zQcg%j2cuF2&G3U!t+)(E=}$<8_cz*S5$mKXKtnz<>$Au#RHL2yJ)>(0pITZEI1RW^
zyGFN(K1L&YZS5)dw6UgT2cz+4QcIzn`BE3G4s7@i?hS@2B{{pi>NGNI(S*o&AzJ|J
z5*&4GR5;ej-zs(=XB`h<dyQDsEU_ls<O8MdxE-sYrH(XqS(}!j6);+H%2z_w?A7n+
z4cKX5S8rd?JxgC4Et2Ib1XZ^61BXni_*}T%Es&Q`-}8p4h=fL_Vim1JHDj&LKHHja
z8Q8c+45!{_P#<s8SPrSIaCqPHR#oA=fiFWPv5Fol#%UR;7YGxaw^JyaxiT~nouc}@
zTH|eC6-=y6O*d|-D#~8xMpp>5EY;Rg!wHCav?9w{9=*690Tw_QB0xKi5!B&$%cjzV
zbMg-r99T8{(QPPzv@gHKRB!j1UT5c6vEaHG=ziP$Xj)`FfaA1q<$O?WV<nNyGnJ5$
zV!tsD9&ZVC>THypz*IOZS%n_UmrPH3DHZCGr=53n*w8py=)EwjtEd{W=3pjXFl<q&
z$k9Zb#>*;caD9W(n6z}kpt*psFuPBOd7-kwZzuTn5I4zwXxgwg`5Ah`gwN{w)Qs(=
zA6%}`c~_3$CM|r<@eMNF`M|u>dv?*}u<h4xs|_e}1yC|_v-CvsV5(-Y3|RXmCqDJF
zVovC!v1JaU4U2H$ba>PE&Y3H8<mmmJ#GOz^hGQygTE>|CCRV$4Y3op0s|_OY+Yk>!
zs8kxMgDdE;fi#pJ>b;|-1H8-ki4^{rLNwvwd4Lp&y1{lT@43E!xxPNTWYnucTaFHQ
zb2-U~&%EWehQ~1ez&ESB4ytY4!a!kugYOHeD4YyxzLp~M+~<6uMeb&4ln5njikw_P
zdYvr64SVqT6%`gj>8b|-0p+h*gCK1<F#UYM%;FkVy-HT=gCsWVG{cip+<Jxqo!Hjh
zuoAwuP?GG%rKrzFt9a?EswlbjsuZE5phHxV45lfvVGTx`ZGk|A^=%pyHVEIpKP|pF
zz`kA@jvO)@!}q=kf3vj+rFLO!L2aoRujUApe&F<)jHiDu@(|yB%(lg3tWVv=WcIgi
z18GvzU99q34PtQA#P@IscDv<T;g$hUt2lE~QhBq8F0MI9nylGKA0FMkEXX`3E}y7&
zqe2u6R7i|Gh=BLv#=VHuf(dr}*l-V8C%U~=ltk;CRx4GgY;1C>f49^W-Ax={3M!Lx
z86fA<(!mRce0&Gj4aKnn`5rr)O@I^aFAp9G$+ceAG+z8F@o18cKXB`tNfSxfqA13=
za5{2*&p2?34&%8Hs}f0AbqFvti(^E89KLR2D{cp0N<(g*6wtXu&B$t($nAPPJC$i{
z-tbdzyS=WhtYp)Nel4}5#g7gNub>Z^QKyEwtT_NOz45Xbu_xW51RF*=Fyeb{!xr!p
z8Pba7ZwF1v+BvKiGufhOW#Z*gsDZJZBy<iU)u>t^$JJ^%>LsVvt1<I|;~qY*=1$z&
zTKnpI0=%#;2;)Vup(KkfG#1&)cqv4k%lfKv)n+ReGg>9Gq}1~2y&~1HU*d5_w6w6`
zXWb4XC70&vZ6i|a$hS-rx5{%1Zx$b+?Ox2s>JGJr<?n_A1`tW)+^h|9Lg%<8!1TMO
z?f|2{ZI!~t$AgyNQBn7?auh9pE>&<WwrMNY2k5Y6Oi`{DQPLfzc9_^2qmTU7Quw}B
z%8)<j*uWSPzOlo1GMJv#HJC|=<?+t+d`*VCBSO8ddDV#15O^?<ojKlNwhY*<YOb0k
zVa-LZU!_nbrIv*6L?YGQg#{=G#=si(2Ap<~h{2hIa;_LMPx5F%ul4b({UXGl_hmx)
z8VS8iv>*45*CMxNvYMIuTqu3P^VXL9;`}OL9}m|D_OdCg3lcl+g0PI<hyT2v7r_a;
z8nDT~FE^Txk3q})JC?P|5iG}x7vPvTFxhF<HW_+io%7hKel;+C(CUvs0RiCa)*jUm
z$wN^hl`2+cZOqn=EZY_c=Hv{D+;ldZ1Q2-SGEMbx8ludpTUec|(<?5!##37>sn5ET
zaW?ECgj-)Ry@WZH$OfNzrX<P8hT2gO&<Lgm&?gHUwzj+SDL-7mgy;cO4>Lfvm#qW!
z(A%?Ht%)c|UF4vx)-OK-SG^D4URqo;Nr2cmr~=?OSl9hSPXI42#`*WG5qsCIgRS@b
ziSJt)AD0_#k1I2cbF7RcBm|f`O9yYAivGeiw!d(>efhU~X5Gusu_rO2wI_1EGuk0b
zjd|k`n%YN8Mazg2b0c-5w=ILq#ld**e=nLuVQg~+(y=HC(Buagz~y2zHA2hEekbE}
zo{kI%UkCTKlLt0yIp4H`u2vs^7#cMjdnw54@$tE`x+~L08%ZEMKQgX5il?_F4PvI0
zDv`ro@qnQDys0xl-1yv_yQ$jvF%q4?tY~(EqafhzlHrFB(jb~RFVrr4x?miWDP@Vs
zPDR8k9C_vt)n5=qzx?^Ny?a@G7B@=CKg?rAtkVryr%jR^p|Tmib>u3%Z%e-`$|uJs
zq_ZQUI4DCs%sbR;PCE{~&j-NyN~#y-)>I{J3h!FPzk|qF?h)%(Q5OZ0Zh(lC7hNEw
zd2i<K52G}nZgP2|$?c(#Yu+%u6yZGSK>R@YQF(wqEb=2n)L-M%Yg<%xTT+gO60~cy
zkV%!Uznwadl0%(!tP>)({G)t&4SA8f%P2N0k<K`%avFjYb7v-V$n?`@9G2*Lhp}2{
zxBY!6H)Xf`WcC?IvEaRfB53&=eRkLl%(vS;u9lE5gK*KeG+ym~t$8dERH<~@UT4HI
z^Xd}~ls%u1Vjci7G1%}9k7s@7qI33UvYEw(^`a|bP~#oH%{cEW^#ciJ%FK!mB|EDr
zH47@pFluPsoqef9*6N%uobN+~lp5fMz#JS^*ZlRkCWdg2U@Yb)BaqW);D$@_p**O&
z#B8<Y2aswP9gAQP>QvUz50c00IlUZ*!%r6>g>e1V8*FGd{2~+`D483^;Mv(-SaOEc
z=lVJm*-cP=fa4DttvYs2G{$!ssq1p8Y17$L2n3T36)w=tg%mVY2E4AEjA1|FJKBps
zT$T$+(^9#|0Gq|++4n3vr+70Kn3Mj#BK3sBO%)!o#9bED0nZr)NcaWSStO_nX>Xc*
zg1aze1|b5<vO<fxpqW<JJHb#QRyMz{c;FTruG9<^tTR4J%e=f~G-$V%1VH_u(Z-e|
z8i2-#(k52YPi9Q!4k|$+l@eIRV5vi)z^p~{!7Vu!n+Vb6QO6csr)&v3B&REp);_V|
zIB0%SjJ9A@tGXVHCKoxSqRX$uFSKc4lWG=BX_=m`EsS^f4QIxc*mHaUfH-z64{I2g
zUllBM>8)<&Jm9^DJNJrGKi+<=<uuq1?U@@phpok9rUO&(6R1*OnCQQX#jnWUKg8mH
z)h~ZfJ1~EBNB&U+ah9y{FUZ_0Gx&V_1O^iWlga-k3PTP6(7Fdk_g_EoXFcbCqelOy
z%Fo~A=vN?$mYJ1>fbowDCnNjc^(Y%FE8CY~{F@~Gy75;@`sdGoWNN<N{1=jxiQ!AS
z{?Vr~{mS9|DGL9C_V7nw<d2;3*I6n3-(@1pmrVTQ)xVv>e?8{^44M43uJezq2^$CF
zU)5rY7o-pJVaG@CJc*MP2Mfqg%<Kx9+I)gY8axmYw$){!RVdw)o)XKfR?F5gnhZ%M
z$+hOwo-62*5FtS*4HN|m14L956j4WhI{mhR_6<owy*U5(ZST7YdfEA|?WeApr>=Dp
zB8vkE2@)hqG@1yBC<z(4NS&lq9#>rz88IP|%qx6)FT^VkX@oOTQ9YVoB$5sB!Xko6
zqxMe>62M6d2m9zJeL>{mFgfT<5P?|}3I!6R2{H#!Xrd%{aoVV8DW##x#!s6l^(5uS
zpGL-yl|p$NcPb}$KTBn^_Pn$4xNI;x__%dZQ_}G|Xe{NOw4|K0f~lx(S7&EIAt4LS
zebi11&I{*@<`;V0+4(v@R$2SO6IBYL3g`1+a~OS>l8?>hp<^T>VRCNXq?OI&vu>)l
z8F$G7feOO%6=w%#Ei7PAV8#j>;(@Thd4VVk5FkQ_g^}~eW|3!=XMfJBSa96~-4n4O
zX9Cj(>xG~R)(J)xkj^SuU^e4uLDmGS30vp4%yL=qHUq9f*aor*8_uFxP$$!1p%U1T
zZkP!%gO(Pc&RQXocxfino+0VtF#3VuT`LImjfxUKf%74y<2_e-l(lK^#ZP-!ObUNu
zp|YRxe-49yf<N$d$+9Uv_E|ifMETErzQP;h^l9FrALtt6E6OP8V6yvdyojqvRWJ#^
zXolnY!D;gPJryzI=?2?1<2?8|tB~->abX!?o|0Zww@XI`q~I%D-+g07@S!{se(?jn
z?ruAe-$1>>@Pj+L>9=lpO7DM)e(FxVsT-r2+M<RXBOrK=a^8H(SHN}I!@Ez1^V;Wq
z8R<Prq3*{bdc+NbPtAEr5On+y9-6uil;z%Or%p^|Du0WSzob#wflC>(NgU^An}j|v
zJ=hy!-T@t1h9xO@ZQOf~OdB`a{)q>{$ms$SAidndo@!EnH}FyIEb_rD1+Hi2=oF$)
z*|!3}{raJ$@wo>_Q&<U^4(?3F-hnL4(G}jpbt1RvD6AUI94l>5+^FCesC7Tr3Ap2^
zPy-+>5AfWXHw)BXYOdgSpRM_3<HtH#_mQ3lD>fqtjgeIY;CEXF3jij)``T(yV9=$&
zaFk}ZvrA51=!LB)P-Jkw7}sZ0j|Em`9<cg$QdOQy2EqHbIf%?N2|fH~{WkCo0r1`f
z00M+bw2MqQ#r`LH218oAJUXB~oV4_8QQK<fK2Zre)%Mvtf}gwjgq{k+B(TvO0R|?(
z@B!soWu>+j)0y%9&#(XZ`C?2uP2Je5XwpfqY<?#uK(+fY)$@q@P1Ljb^Qk>F`EL%7
zH{0E}(jarS0MWO7jXep5{;{iUuEo)-1MzF(XoF*Qea=2P2B4&bCjt%dP3#77aML9-
zu%Ki@PjU&w`spH8M3RoIK}WI?!BCfmZW(cJ`b|`pF+)=+2fF^s4cii_x?a5!5x!?K
z?_^rx8k9aHiApo!GwF7*z%gee-{8iydNY~;)6}2bi(A+uL47guA-HVWYQ>qF;Kx+$
zkEoB2A-(W?_B{SrA6_r*<fT8lEX8;#AJTQ*?p59cF2BcDfwRj%=RDmvil+0J_HDGS
zTtp~kGa!@LG$Yf*jB~G6svVI4kww8j%&M>-RZwuNxg_tns3Aw3%dFAFu#j^jZpV%;
zefR#{cVOUfr#%XN<ATtwi-*T+SA3a9aQp4?S|WXYG4x*NV8LhHx(Z!<d#-<<;^I1h
zzKomAYj3z>4O!lUKyNU|p6SgkPuQK~nAMMr#N61x>)2FO#Nv_4T^F3Vq~^YWBX|&$
z_c)o?2Y$VmF_Cl!J<*~OA*Y=XTYPM0YIJ+P9((*)=(ktEg}Xpp$pO9>1|)#1QB~eF
zf2t8|f_GZvAC~tK#P>Uk`xK7<y#na{%WoHMQ&+Myx0>5GN}EtJcaYFWx0cZ61Y?t;
zqPgV3nkrBo_9<GhD2*XY*C$j&G~pWOCzqRQN^WCxnCm2(wKBF<Td`|BQ;gAw%Yr3~
z#_#APWS~##y)*3IJP<OK&g^d5Mug1)IV<=E-^GkVg=~CJV1NRe8?j5?`&QKD1ofE>
z$eNx$DI^4Cwj#&@0R(Np5CYHJ7w1@H#TG~Si_KkPRa>WhQ_mI_(E2=zH&;tsH9Y3P
z0qgK)1!vrb;W!uq2>j{-`QiuUuVvsz;G95w{?RB<!?<=wXrBB1Na`68vLkcy0+8u+
z4kasEiUxIp<)<%lDYMns8~M{4RPm<`2yv}{tZs)>(Tz=tuEDs8?pKuL2ANzMKP!Fm
z)0d29y`+bj*LDiV?%pmDK9GCsJ1VW4vJu^|`vz{a74I+-8wf`?Xu$3C^hC@%EO;^7
zych(fP5h+3)#|tFPXzmwiF(d-LMrz(z9BP;d>l1PedCk|5+{CvAaJ@6T_DC|HTW_6
z@w#tFgmUCFTD%#3>7L~M;Cm&vSrbHPVN+qAtIOPWfnj`nuM-!jBWUggxAbwXxmR6a
z6LmhkS0{JnZ>1ml#Hi4%xgQ4t7dP(S4NrS?_8ypeZNxr^R6mR!{0cbMo9q@lzSeZ^
z*P~8Jdx7l+#C`~>pjCk3y9O%D77pMC_z=osbpN30sn`!HyRlZ6^Rk0POX(u@b!}a>
znQ~1$-q?15>!yCciPB?$3pcnP1Om7*_PA+Id(MwQPt(7!a!XUouZ}r_P?I{!I$=3T
z8J*#8TXjF6AtRxlg&OP=YF%^H*`lv|<1gXz{DIB$Nsb8@`~rMHjoZA<&83{|X0G+k
z{cah`yn|O8{QS;=HH0jIj5%qaL<lRx*GAu-dlQ#s%+6R^<`JdJDNXlWvZIgx%vUGF
zo8dVAF@HfYLjz~dl6Ccz%o;8?1)VvgPEG8ZI4RBCekN+{%kFe6Mq+Q`#38IP=UP#l
zFzi@WLT6buZGwmz)=W9A&Tt+GiS?4FU;A)2C<$s>BHF=pOp2LwFyH}_LJ5%tWmW4;
zMs<FvMKS;F_(5tK8AX(c;MdHNVOE(F=>7vEOZ6#V9OU!zJq%818*>u}W?1j8=dHU7
zB^p$o`e2<*;l(<pJQ61PNAx}rffCjBFy5ts7lNndtLDDu!FWsIqdNlu-#Z%uASX<+
z^tW{J*nHLrbVqtZ=HvLIjPzWD6-M=halDOMKiHllwfn{vIk>}Y+G%Bo>-)Q^;K2Gb
zP`zn;EkxDX>;Oxv(NsSTFd)2H`pn{>wL0^_6*EF5knsF^r4Q=x$1R0lP4%)T>wCFs
z(0U=biycKd+&CT$i{p}q+lsFzJ;L>G>PnqUw_N>o2opcnktgaAG31n1aTJ9p!DVc6
z<Jm5y$Q0IE$XH^!u1rP^TVpuee#G#hvP3jBnzqp{Rq7a*@$e4-BrRxWkllBA=+nxg
z7$3GV&*bVNP&R|$Ma3j(RYv%x!bz9e`peFm1pd^RY%`2Ql4s3y4Ne}7D{~{39*ih1
z!AtTKf9>`bLqIRDLw*^>cc<<32I#6gF|H7a_LpJmE7UI$Z+aVrYs8gtSI6Ew7EiTP
zt#wrp1#0X}%+s6!2vcj!j-eW;A>=OC;Bs=OY2vk*_l=vNJfzH?Lgh)7K%(HnIqV$V
zMfn*GI0n4#^y7jq@1j=2t!le9Rtb+7CllP}bQxN6Ev_QU(ik2hJ@%E6R5RtA)4Ac>
zDWfFv#A89@@jEJ?6gccFCIN&^<Q^lH{nV8OKh^9O@vPs%4~0yD&LFA}P%ynQdYe;9
zZmo0hHc@~!a-!7LJ#Y<b4s$csILJoGRvv|iv@ft-RS$FPG&z>%imxKNZ2s-io<$+S
znWmp&SOd8>h~hTV=N+4DcL3@#`<n&?ccV=k<`j%{%-CcameazZ%)udzdjZ@89r^im
z?+$oCGZLWk)D@#B6q5EQw~To(M=pWEZJO4c1g;8TE!(REz|D6c5LEvP3qzZC{_gg@
zQ*<Kr8wIjR<y0MT%8N^PRlGqsl^)L%G#(6Z8*k#ZHe1tO8j~fdwPr|WB$ry?D+Dd<
zzVnRhO@Xm@1JzGGD&AM^Q}(b`njzoSlLy0!QMqFlZ|J_2x1$|ubb&Wh&pLO^=diuU
z@c>lalZ~Q)xy4;x;Ol~M_n!9-KTnT@_?-)n2vr65xZUCcFxI06Hd?YP*WzIZNC<wr
zzAnlp@Fm=s0lPXFANwrpb2*QPOIZ4w`OWQ~geW8(I#afW^+>dK=Hiaqj|F)IhRgkl
zo?7^W7u5z`4syhk4zTMEfGdeBT2X4+!4=V)2wyQ-)}uMj!Wv7rt_36KMA_J?kj-S-
zk#tH+tJ;9I@C{$7F5XzXKF0aV63Ovq@~4MvTsGqd&68Pc=t`@~;>8y772r`w$D|Os
z-pkrF8HVFp<|4*oMFTm4Gn)13U+5-JrTT6+LNc)8oiIA%oG0%sY9N8No_Qy5*B=mY
z)X$XI9*q1Mc^!x7*F;cAB>W8}!0;*xROJTLsNz>!`|71;8lb@aa>#~y<h!40o%R0Y
zSdJzN+~F{=i@1E>a(t?um&zC*lCzruBps>8QByjtR<YD9kJE{Ybg_g>W)TzSWRmOg
z1T8s}>h)+<&72OTrI9uD8kN4i4E`8N+s7(*0r{3?khT}O=z8sY4}*Z)J?C<iPF>u0
zxpQJv#7mMYRf>$1n4X?58JK*FQ_3WzDV&<&z`^e&d27bvXuGi%ESnHChc5;%IR#o_
zkJc*}*1Z{v)_`M9$*3VbUykAB?E!;~&oV|*-J5|mIZoCzve60?y~jE}{GfIL#vy~m
zg<}Wlr}+p!(HO(WJJ~ubBBq&wZR;^sS1*&|j<9it)S?fFOb7B!(I9otRW+3gNzSb-
z#d>yQ9?O_`UP1MswjYXmgATmkQEVgBG<gZbDxUa4*A09Ov3NEqixG)E-iu^@);D~J
zqn_cq(bayYYE+2NVa_aQ^VjVH_XghN7^7XO$l7EpDmy{hrgoua^cG&aG^W#3`K-GH
zs%}iKGAf0-n$<qSu7fK^OQ@Rm?d_fL{qNun84{XLfeL$=@oE5mJOF!BFnv6r_Po)!
zQD=Jp$`u*&IZukdH45y0CbZDL192R;vY!zgQ4Y$aq3SH@T!;Yv@1zib#7CPuL)uR!
z$E8LbhSWp7S`o80O&8_19_bO|Fw2!NX7h>W<j@YL%4|V(0b$QtqUhQhI|8~xtg&PV
zogeK<deOPutb9Yd6@4rz!$)o!sfq4LI7&Yj$<EqP05ZFkQQorEJs{y}>$cYLqJ~=W
z=kAGt)38I=7}iW3FeojnsTf^pkveWB;QcuL_k`Tdt)x)NqKT4m9nq81QZl8Y;U;sC
zEY%4ctv!7!RCiv@gvr`6FgN^Q4`9dEyXn2_DB&8#L!P_ic*(4_?J{rRR}K%~n30HS
zi`6|lWz!7fM4xZsWRHc(VY&f;ey>So!WpqO@I;W(ytLPg8MP+itSNY`{Tyij<x&%o
zlIhH9hMOqk?iW6`j&7rTFx$=%dvq{(R7M~lviZFCa{%9OZn0R+n;~q=Y&6&u5(v>z
z_Iswt#j)V?E8q@~1Ep6a=5%BO+ma^CkCu;xD4*GE$+wf7OIz6l3zdEBu`7ZRy2V_3
z)N)2gFD0yu`06-eq2-O|f>gtE2H~WBlZHkO>bv0^<xzo`EfZSFc$83V=5WyPX#a)0
zn>45aREu@`4q6!Xu-=(Sp{yc7b%MhoqnMD25iC-1+p82@A#R?Q!zl@CVKFgIGZzOD
zLM1&trMZS8v!6-l`r2usC3WmII?(5`Z3zPI6(I!!y@-Stdr;6Rfj5ka>XyFEnih*P
zLY0VSEo7~d7%AANdfU~*shPhR)l8#Pob&?)ql>rtQwtlNdd>h=Tz*H1)mN|2VQe^f
zE|v_b_XS4f0=}r<9r8~<MRqBPhDOlFjs&wqsdz&d#vh~8_}@HSj<(v!_<8rN+OT}B
zR^^s1nv--D3uGAZUN`EzFMrE=q1&)vz)-0?P?2q2Fd=E?yiNt4=(Q+l`CJzlxPO-h
zJy(3;e|5hkGfuFrygeIEb@~omv^k`L33RZT2cN1XRiX4Nab=*<ma8+_|KTzT%5YPf
zx1wsPX7%>1S+{%SX^~~wgF*equN5@Ge=!d-mAe0Hp6b!FZ?L@%d!AY?wbg={<a@*)
z>dJKzk5F7V6WUu^@NK47VyLQ_E)!ub4m`PqC%@V<y^$$NmR7;63<_jiFSS|w!W3^o
zS?$<Pc$)3X3wNI!DjB=bk>#ho{%3E`fPA}xgRzZDfdRj|6XD}Ra{cxF0Y<WkWf?Ts
zT;eCAl*t<p|1-YJtbCukUnVQbcYp5a4fhqR&uQ4tP@R>R9|`m+E=|5YB0|X3n2LwB
z(yA}5bE^>Owbe7N>BNRF4{F!#M2xz)X-WlFcIC9E7NgaYC}Nc*AC-;z;4dD~0L-84
zeZK6!>IPTNM$#@v$bsG8>1yW$eGBcwdcC%Ne^qnO8}j?Yn16oHd+=|7OQ*+-=3#VS
zS5v*kTlkg*0Ze@%Cr7s)7;G;sAJH!poa3y?W5a4zHVJe+$xj^U{{VRH@)<e>|84n|
zeG-lBfFiAa*Etc*TQLBe_KqdlmAEX+DAnlAWK196BPl3@N}{s&LU1B7OZth>JoAyR
z&t&@}0a~#9GjIO`Sw)#N#>P>RQcG_`s}Y`4AH4x?KhNtM)p?xIJFM#Pl?4y_>rr*R
ztz`w`$!8?<YDE{>b)Jw`H{d8X;J2HUbVcRTyS}&dnPUJ*4Cj4k2C(SdM@W7oVECKU
zNKeX{sq}`|b^6|LV)L!;&0%3?#Z_^iU0#Trsa16sg(}4h)F)7VbgNU<m&Nn9!5>aP
zX5jhfFN3Z+ASUA8Xeyf5b!n)6NVQ}6RG9R~Z3F)bJ6y)|_Z_m+iOQguRvh$NVd^6n
z!Wd9)YAq={``G!ZkXyKT=7?H&*?*J>JbK*id?W|sZ`#V$w>vh-Bz=F0rs38H?)g05
z3*K{jQD&z2N-n^RvXcXyiE6&WRttveR-b{`J#E261eUXy8nt?B)W#94ehujSJod>k
z9S0=u>Wb!Z#z1a7-T&;E_=-u{cXiqWo_l%cooS+ec_=YL>H#>aV50CM^m}NE^LNhZ
z!ZJSqaSs>c^GAS~s}|$YWXp(csHyUsmzNg!riSBiBIesgeAmhPHqbe{=mPJ`$@NvG
z=z>E_JbU0xBAd0bAfwiaOQ%%45q#~F!R>d*FoatPNnb^4Su;s37Zsr|-oKGW6)s-<
zip0`nzGZvXhX_6L9agtO(aDJ>!>ta02I<LR%3>$F-N_a=LYQmiQ<-g;J88M`($G`R
zY`&SCbe1Dk?E2YcqS;dGIXtm2`eV1hqxE_znT@@uh${PrqW1dYW^!{AO3Oap(oy_U
zmKKa^`A-C01VWTuf`XE+4d(1lpOWRFhKCnAN_>K)SsBbFYC@bBH0F|-NvXM`b6CqY
zk{|^QR~$lH1a*d<{!Cg;T{OS_nAo*(rexy?Az~pb*J4287%-_g8s-Oh1A~_0#0DtP
z2d^zcdxg@I-wqprm^;~f5XzJ)T3S26=1kEEp%={&C|ssZ+9$~^Xai8`dDIy{JMNm4
z#kD4~6sE1%3_3|ctjRAVv|j`S(|%eOQ9E=dPySSTkziWACnQ@alq=1k#n)S$G&x~U
zf1DNTPdp}w3|76vU2sazBb8)0w7Q$Cj`q-nx{W-VB_M0+TzC@E$}<9$45wf~qyg9m
z>dn@Ml5ZxT&!A~ZbX&7)VzikpE^G}v3tUUQ{Au9i=({heuG_geK*bsRm~Jy~A|+gA
zTEYnV(eooyrGqlI9)pIXU<;c?GY{)EkZq})?GTZ~l2j)YYO$dhx>C>=+1S3dQ?q11
zE)4>DNGZcb>X#mwEQX*@GX}MUY1k_2RYWS(K!Nl{%5ub{0WO9+8V^`0__ua+R5{l%
zJ2_sMMYHdWOZk%1XM3@Yz$3jFrWr+T8G;z{I<3Ix`=lk_<802Wglh9_Z;Dyhb6oDm
zj^Z!az69kTCWnFrwyo+b$=NxN7`F2;R5{a9(#DA(brMt~mbIildKr!@B9<{!EbK-z
z#%m<Xv6}LV#RMQ5MOE7n2OUdqZsQ%>ny1>M>}ZgBr1Ov!H&5M#!I<5_3Thd=V(Ou~
z($+0E+Am=#FOp)gl9HOj83kCnkfmT}XH$nblbr2FXf>^zp@bpD3X(2DMvZY6z<md6
zQ~gpcZQA<XdQ?r@@V3|Q*Leou9_juVGB%t|_&h`M0LBO3`>Y9cb{7<b1<Rzi8dP!;
za#GAE$y9^qMHsNi32Th2($_MzI^3SE{3z{~HBu~v=ym3ZQv843)fUZa8npbTi^Ses
z9XX<oYP1wa$`GOQr5uoy(q7>zZE8rly!Xe9AD~cP$tF^rXxc$6X`M83O_MmpzvSQY
zEN^a`J#1K7;axI}1!-(52hmE&9WM{%9N%?duc+>?F_W$2;<JmAXKhQ`>8Gb)Wo1#n
zVn-oCmNcC`wWK1Ocb94oWloD92XnTJB^RcmK3I*rin-Q(zFAB(01Lh`+`@e`s@LH2
z$Tde@WUcirSwSS|07GldO&b5f14&|wK7pm(9<Nlzfci=yU#jAwWmRZjib_)9n4UE?
z&XmZUVUWYdWz3BA>hyS-4Uz~&xKi!cMe>n~M6cStABrny-GExt0!^-N)f_qqJ>V*}
zVL#z;q}9~8c_2Z*`3Q(#Mibe3Xx{Hh#%d`7dzyhL$z9Bqw3QrW62aWqLYeNvFqO0!
zKHl3%Oca#{1CW`Z-F<)<0mE}^&m2<5`<?o^m41D+ZtJ5)_L)B#z~J{M3!lrY?f$35
zYt{2-hVj<!bTXd6dZabAR>F~3N(T%x2WKGwB{lL<x-M&0T1|wU#K^&R^3m`@ok*@$
zr;ROBYDZri%_DtjroWyF$%|U6v>zRaKX~ECG%qBbO4CxCWr=|yOCi&?JW%qJKWMK8
zP4w04XVJc}I*2zutQSw&!E_R-k2j+PRgcZ?dgRcK?Z{@;P##B*oAhHG*6*w|oO55%
zfLN>y+()TdVd3fguuteTYy-#tW(fF&WBL2|>rY6>zv|QfTlCR?OaQ;=1GG$k@*7zH
zDUbS>LjC`fM`dUGYaW&LYfAXv7wXymeW9M|uX$9#zt!mfOr?G`<W0Yd?|*N++y6g}
z_P_PmUH@pV|5IuGk5l>oF;8UunkW9{K>yu5@t;fU%wMdSzYKCi)S(@am)rFW>rwV1
z7b0~uCw@ilm}IiF39JKHCVCSRCa0=<pxQ7%X!~h1d99$e(u}<>SgFUQ&}gnazxNN*
zzo85pC?O@Lg3Kf2O9B_iq1d(A9&b(a8l_@hjt^7n9BpxDYF?}|fBJvi`F>rlB=TSG
z2qHuhyWE17%4r!-oLezrCzdcHo%i(9h7BZb9EB1PI@leqdV$=P0=X?eVuog_Wn+D>
zI(N=RclMZPc_I!jx3^i6wPHX$U(BYSn)DZ{b$WbWCT@<Qrq*x<2y@KB7EP8?(pj({
zR>6!b`pQ|)o#t7sqoP>X_r=Jj+;Sw%X`=i$QhJDevpDM5t+(bg=2`i*8h#(9Sf`fF
zaAiU(DI3h6Kux}I6^T_bp4~!;e2VGD4%;jook%qg6U7kn-HkFleL{#T=P!r%uyo#o
z-ps)@J<k=-ojLnacri{^C)(DZObr7u7Gl~ENVKTgbJ(zC_?xYk*Q}UKP0!g*&{NRO
z6${Tg&#GBqH{-4WUIe>+(HS}m((+wr^(-)x0lPtK!nQ)y1h5P8gtH20<3Y4QN+Mwd
zvPkJAKA7x>y0{@*gFEk-(QIUsNwrF<Ou0?`JuB@COm=&J&hTu;yD*$yy0eYl9fUY_
zZ1bXaa+4zFSt>(bzA*mYYJGJfx`w!-3}F{A0Bp;lun4v!4TrzHn}3baWWL&g6~rMQ
zo~GKj7xEzi=P$$;nBmR`pVb6s!PQoxo7>jT0;mmQGWG9OJr(BmZzRZ`$Z}v6+%<!u
zB*Mi|M<Y@y+K_ZR`^9O-L`i$%-h#-Nqn~nKXGz;hKod)=hUssOKiFX^PT8*x+v&uN
zlTj|NpJ2b$ER?TWVz0#<XM#UQIU?giS<}xbc25!2q0Q@isc5#cnRo9~GqWglP0E+j
z7xwag27rCdP8cN6nm>1CxV}?rS(0$?0yg(pC0_JU)IwX)*VrMP5QJM-2?s8*1~Xwl
z2fP!6JaFiHIL0nG&fyPS+%-XMw*|s<=mj-V6fcD?);1+b)RKp7C{FI3k^3ySQIq~7
zQ5ln0<yx0@g@AWB<edizie=HYPgz!!v;4Zl<roG@?RSCi_wd2%gA?ONPd%#Z2&}g%
zm7DJqYj;&oSJXAF1RxhAmTN=pN%JV|p7Pov7iAFeVCOaVsh3s5kl$0tiC8PeI@fb+
zQu7)_`|=7C@#4YsKrJB&43q;!KV31q08(jQR5U0)(7MQIOcenQKb?U+uwqGP__tfm
zNYQlr)ZTo!-{f{5`~k*#2RW!dTM)beN`^Rl4!+SHz<#TmtGqqH`xY6i%(siWY}B4F
zU(t47`x<Ny;&=mBmqX~F>WVsTz#v(V6G~P4GO6`JK*Lj~Nk}v2(+Wgmb+w~Kra0vB
zZ3w44o=8`I@!)5;DcmBVU2+ZwYkzj8a7k|w)%~ENq7Jf>K*W3>2P9NMI93PL)?3rl
zw_kC{=%wqiTsVR(CeUbBi?^l+HY<sqa1cEE&>iOGU4ztEc7Y-ZLzzNY73tbnAnenz
z*;u(#BhOx<+qLe9#nNFuw21!k6&9kuTn&kUo*vo6!eFLKw0w6HlvEsn_I2>|a1V%d
zkeMc=9ADN;Uh@n@nJ30EG(5m)qyVaH$GMluJ_ZZXTZ*vd2sCL?V`|Q(k3uhzFHEn(
zbFbaLvy)&Gh2_vn^d_i&2mcu3x`_K8d#Fnx_!@hkdRPffvy{l&@g!b}NMvCMQAQm#
z1Cuf_&J~t(Y}kICeZhpmPu>ovgw$)_tDn;1H`5T$CGjdr-^esKULSL!N{LzD$f4@f
zt6^5drixWP1PAk!97drjzsI<w8VW^rI(#{ajh}nYwH4xENOW*N%HU0E7qr~T|Aq>s
zm)KfwgG&VNei9ZwuxEHJ05s$*h9fONqya_NJ0F~m?o){4$_%C=kyM&A{SIQ3Q4s`?
zz%`a*R#sS+QBmC73j<76XXXEG$G*y#>D1PrVVqbtcQs?-z4l#3%nYoPnbLNtBS}fr
z5kIvS%|xj?YmP`rZjUhZLQHU@)on74Wo8x6;li|$$$!jja<z4?l494nwCZXCZ`dR=
z>J)~3NKQ_M@%Y$?>bA1+P2{>2t5~vA!wn?C->ws=5E%DxjA&Q@RtW{Uf#|xyDW1Cz
zPuL^$UXej@kKj&m=z)kTZrpj5au}tTm~IhZY}uqL#JyOq5{euVsH&Q+_eZbzP-QxR
zbuq9F`Eu+tMk2X^ls&n$2)q|l9-T=xhjQQYf?_4xhWw=(w7rD>DYwV|z{k>KQuwww
zB8Kv5V-d|Rsi)Xc`|A0-d-L=N%z^{cxSpu$09nVruS$>2<3a4Z<B@%6(aZ~o0yZ?|
z)$@x5!09coh)r7fO3!5XuUgK*4hdD1yZwoUr(@|f#AiPk#&~!{ZglZq3zkPZIE-q|
zY|myIT}7$dHt4jpJ9`-ide^`5@C8(j+;|)!N+{K3D8!7MW((io^@mTWo@-=5OF+vj
z`c+&sZ11?SVsl`^Vu=K|@DI*RjeVSpVez=Xmh>^h4F@n`L}*I_oAtW5t#U~_-rzm_
zc7C~n#j~&G4yB-a*7~sw{@O(sD2_^eG>zuX@AI*s;EVA95>X#6AzPBvI&k>gIIWB5
zS0InN<|M+B(Tc(48Lw-jVSn5$jWlx#6Q>+}U>#VZwb9{|><+qqkZh!O<aq;b!^?Pn
z-YJ4~{|VP5#vNSK?_w76Lng2Ygqq5dcRDFqrajIOmCV@mY&PwrnuZS1&@f%Ty0rms
zAR45{;5V7h&8*Dhar0ZZ)JD!i@HO4>q^aV{5Sziw$e9|omLt$AQFRtM4n*zM%kNc{
zR@tV{h-(rR+36!lB&NJN*z0S~*{5g?Pfiy`<TvFuc#(G%?^^~0feS4nTEtTiM;(pf
zqG;uhT$HS$%4|0aB@Efjpp*^Nc}8Jja!mV@mV|Yku=}{xmA%S(S^jPV+p4Utk7PgA
zM!*LiB&?riEl4!<y%*LmQpN-mUjgrRvS;XV6&4i0^dN^GVaZ06r5fZX%efA1{S5-e
zxw_z)t?JShGmOOEnJA~|j$~=)WGl!Z{HJ7Ksj%iDX`%#N4uFQNG5R7#nq(T{UL7K1
z`UP^H55Jb~Va2$#ZeHgM4Vcj%B||paf_ZUvO=DS<i&dRhY$;o{t6vAcFwO`x5)VUj
z_sI>_ILH+KA`My^p0o#1QuQBIR;+0?R_l-Dn5c&mPpMwh49PH1HtHEtQqt0Ph!q82
ztt~x@2$=DM*Sq?3!IDskoS>b1Y;f>p*g&w@!{SUC_3ivg%}wLv&rucJLQ=wMF^n;o
zMWMQ)D!peVUeZc~+<@n#m2D=jS=qgL8&D*z<~Tfui1r%teIky<6PV}c(S7Mrhl|YR
zWsr>?PrwElUfLM5js7?Hecd;2$b9-%CCc7Fmz3-5`s*rHf|qT&>^v*MbK9;QK_^<$
zN1f*|@1Ey3r%!WqaJeIM_W~AlmzN!f;yVv=v<kR_mJ;x1AdQcT3u6aLsnj5O&xR=L
zUaa_AMFB_RRBUhk7i+g<Y{5b1;DKG33ACSr<Z=v40CPJktgD-`HZ6P6*VQORjM-u+
z>^yMD<^iCKNDURxvkxf*jt=?lCHN0sT`W;^LsZeo()f>Wmu;VQ7PhmSmk{IO#OV`I
z>IyaPgS9_IEln$NIRaJJDX_ar56<I07+HNwTS^*fqP-a7nv`f~8aILJVm}F~PC=tY
z#uCyIk^svZN6;<1diM8A`rXrhP>?_;Qqu!J_nU8i7n=>O{5BBsi+&LijDz=Xe9<e`
zTC{T{MU;(go|}PZZP|j-r9*@?WG_}K4K_7s2)=Wv3)bj%`mr)E&=hh{I+H1<w`s2|
zE9hXd;Q5qoOinJ>%#U;_EPV`4KS4fa2pO<JyqgO5NGQl3@Av6ii+F1dU-S-$Iwpas
z48;lDz)u5NYz<%ciThNwX1&g$N7Uz$I^_egg@DeX{)+;YA`)|dLE2BITCVjN^<GN8
zmni@7=_dWj@o6DNwrR*zK1G5U9xCn{yp&bx8~M@cpHreQ<@JwW524vb<Gya2lu>Z0
zU+`K~Hxfi<1t+;MGMwImDAr4Ir4ew5_jb}=r8iG&M%>v3j)uVA3($zFX!`?LUV3Qz
z=n0s)%|S!;H7ng@LAqsge<+ZqXl#2abwcsS^A${suww9z-Oqq(_YEy-DyW$IW*N(l
z|MGbURAKZgFEa75sP{!uyobg1Y7W;~k%HgQ9+Ivd0+wiF3)(Y|eH9%sMlPC+;2aU>
zQ2l^`YPg8IaIG^vmto}TQCGYftb+_uCt_Z6x_qkEne)HX9yhaxY7seeR6Lb``(zJ+
z^JuJ)2#d7!C08{r{q+2KvJ<+x8!>V*)%2KEf+%0J92fjzmT+rv_x*8L{1^Ao6r4O9
zubKWc#9`gVe99VacvB%5x+wH+%*q^`vm*!m^d!<1e)--oF?+oDCH@dmm^_tkAJO-K
z#l)XGDIoDi%5u3Uaj~dy=4OY77ZVtiSYn4M4^KV%^e*B89}U|bA-ka>*NFa~Rim&U
z_JXIsbo@b1h}AcR^hLn<cCJ48oRU7t-WKkK;%`~Xz1d2YiJ*_QpWdYBl?h7dPPuIo
z-+ln9?+!@+S4sURC-r}mtJVB>;MM<-)L&4+KN)o#e~<{7|55S$i=t-!r-tX(Gk;ao
z{~A&EMYaEL8lL||r4#;>OZOjCI;p>L>Eyr4o{Ilq)2Y#`|1bG;CiXUeEC~2}KlDHO
zbbr7-{}rXq>R)i`49%Sk9W4F_Vx6O_{U6Z0KPYzp0k8XW9n)VSb~b+?^8QaKyFbC&
z|M!$J+m|cwm*(&P-W6c|!leJj74TJe*FaJKk?WeHX_Ga|0pgyBNi>Xvm|`|$04^wi
zfQnKgg?RdlNOVbzzG1EbfU5i(3LxrWxkmgY6__X@ijAa<%xzY8*v3`v;?>qM-&5S{
zue)E9xvQMV>RWd`SBQv3;)p~E65gAa3jFT$ue159a9ezcfL~22Mc)8aNd2hq1qiNn
zT+uR^^m3T|zke_5zgN<F$b&4R$G?#hqD9E1B-cPd4I@84hn{0j<!~<x+}RdBof>sa
zQjZR3&p5hkv^~`_@Ky=T<j?NpD?B;a(+hW-0s?x$WiI#M<8%#l2_I$(k_(Fq^LoF9
z^*VH?kd=~wl|o0u@Q;)oqn94nqMu#thnYh^JkCSIyFT4+9pZH;(_4gXeKyViNLp*~
z9dY9iB%nzHrGt0UL+oNQQMFjfbeMpke$fi?E)JWrn{m}^-E!mp<-7FC_00L(-T`W*
z%{r+fW9tnR8eNvx+hch03f9aVYj`GuyKZT8C73vzG8nf&eg!!yykgL6kGnr0U5o<>
zI~+3@nK5Za!bjeQ$P6(n;xL%GAuwIG4S^a`*a(#|Oha~(bP3@OLb^Y^o+vt^B^c6B
zHXX@qkjseAP@0CoCA<y-u|Qge%mhR_eh^M53PU)WbQlpCf)Y{0M-T*A9|;-KmMA(u
zLK1{nim2Lw{|01L<cCENh4KR9*|{QQQEo)dkm26&-2F-TTuV`2(smM>35sX#d;wB<
z8IpBGXR+XIoLc!(6yvZl(l8J1>(okqgT+Rzqw2ovuy!0jyPrwFI<gIUoBU|f{Jigc
zng0LB+FOUkwJiO@BoIijB)B9n1b2qPHMm1?C%C(7aCdjt;O=h0-GjRXcfUjS-skL{
zobP?_{hqV_nYC(FcU4zcb+384yM8mSD_7okBC8_Tu~o>q;>M|01q>x7xvDt}`3oiY
z;W-A%bFsxaPDEmH>r6W*S&!OC3|VxrhuC~qPKKFGI+bC0)wn`gfcNwuebRS$EA-xH
zBR0@<ocxF){COs+2O6a9Eu`uGqw{!!)H_9ymPh+;#otI__cd3j?iCcCHxEFri>wM|
zOz5to!0tbM3v%YOai>-sX{&4_iujVO8mVYis6-yjvS~8_vU9?o%Oe+KCPhd48U<@I
z2_S*l`9_w^m6vHbZV95T^O?U%(7jOXRkFfK#`O|GQpoyjQa59fXoL~VJ9>UBA!tRm
z0GjMjBwDa4g|wUl6sk7pL41Iw^xfff8jJIa=znFWfH7&6aRK|;Hodf1@glLyW{-_Z
zj2mtt*T}4@ueiU!MZ!wwAf%3{uxO#}e(}zYJu*c)PHhlz@s&dPltKTyFRygyZ=Ufz
zURO^$4Gp|_IDO77J)UX5!=;l*Q!OTQja1x-)WNL5>8ZVh1x`15+d**!+ua(=*?|=Y
zyoFr7CLrI`3Vz@wC|9Iinz-ow+;M)$aWXa&X;~G|4Ryi=tlaxp1-0HTzYf3aq>Ww9
z?Ci9D(JK^n7mz`;p73mDcPOpZj5n577RjLOB;8!GN+ewsC~60r>l;V%nRtUAjgsaH
z4y`?(lhbW<klbPv-Tr2^*EHf_0Cq`%CY5hd5ZBfD)64D5SIZ-IoScVj)Pr0F>*~{_
zehqXk7;XVvH%+j0G>~Dj{3fJznAWK;c1zGp-{oLG26R(c993PeSU{!_vEj#lGAK3}
z+S7(C7L{|fbtDpKG3#$pbn<m^F=@LL{Bh=)KG-c{mwBBvkX2|LkJ1U#;58>MIqXJb
zDj39y@_9PSKGeH}Bc`hIi1M;et&IfJ&)K!Qp>3g*k&Fv@c9H?+(rg{3Fdi4KpLSQV
z)PWuWllWABpUy>luLeYq?-7Y}9mN$(BOLkcK;YHT$G8w_3>2z0CTwZy>`8Mtk{g#*
zOIrVWq)q2hk9)*m#h}8Gvz7Rd4|mcVljF`<FUCflkTQ{0nUuW)OCWEX_D<~p^~d&k
z`vC>g45`JU!NHM2CQ>qCM-X>1OmJoDRNJ&9=yz!{^xSt^M9%5l=V1_aQ7C+x#=|Z-
zGD(v%(ai;8m~Nu*`$?4)#gqjHee4W-`j%soDMMd~(hqa?Im7B>tCqIQ7(67>wj(-g
z)}_c?l=A~UMFWC3@%L}6!p;K=U@`d=d4AZS5t!KB;?}ArxTe&Q!cyeL$VNpmOvVa)
zd%q>VKz!=4V5y?uf^BqqPOl98{A#Ln)!Z(At2lY;yDHoX57W+wJItGj7rwI3urOY&
z-C7K)wJyQKs=inP$Qzcl8?`_NZi?MQaJpSDwRCud+^~<Lvfax-e!XONufE=-h`>h_
z6DaPziwbZU3`r9Eej2tkoBqw4S+)_yn_L!RKVzD@v&5UKyQlr+ZC@<YI~#Jum3DD8
zzaowPp?54v!^D;0ubea^+ZAH-%30ag-E3LMpeg;&*ohK`a7g5rrFah0Y6VQX@3g>4
zQbqz<U?z3D^WL3v*YPH#$vE_Q3wqm513KZy&bjm6^kQW4ld%9<zP#Q--Cxldrb4V|
z9Ow|zlELE=@tt>4Q)!Ts?a7w3UJn)NN&VW{w_eY$@?&T?5sC3~ssHOB!I%!IXG|(u
z4_ftT+pN89DW*R`s`N5|H^M4!HZLv<oWM5pT*lFmP|B&`Qbu4J^J7^tN>PUs>JiZ;
z?i)`|UZCLg<TM-2`pC+{d`k3sv$QPCP(>QOJ>=9;I}x%!N}*Ir$3A16GTcPSS=aMH
zrST&riM&)i*u#yxocZoTUC~TML}ulaWSk8B1!9zeE{!<w{sHdFj+DV$RU%@kKA#z*
zhD1t$njK~p6rq4w&|=m^(4o=%IL2)xJ;9!EEV=UiMwlgfR?*ys=klTi<IB^uaEHUw
zXM?4xxTveW$qEuFWDOD0!w(5{?U765T()0tru2i1W!H8;vn2MB4V&+vytkS`^R+wT
zmKr3CpGEaCor$evw7}hZySHP|VS378wTIw$vP5`1#$20D3d@x9=Kb3roel{TXlYG7
z&$Gi0%M|=zg--%cg^6<|uiYKmzIoP%3tlq9?n$%gR<UP2tI{>J7PQv428iR|h>9K`
zfC@Nwg{`7g7cJWw;cOomUFh@FKk$63C9EU3wqi$F2s`!?%`GH1g|;jE=(hcWVok#_
zf7VQ&&FElz52cm3jS|^VT^lnpG9}tJ$cVaD(aP6lJa45G0nMtA@pC<P7x8<MzJVwq
z^sGFu&m3z!0vNg6^zGC{QPvz|F$Ld9c?G;FS2GhDr-GQmF#9SYkISz*Az$4xbycf=
z(Fn(T>t6O2Mx1h-Jz6qRS=k}?Yjw*DG<T}I3?sooZuB+h%YzwoKLb}+A(iZtyP8kg
z<df32aJ=YKm}NBg%$e}#OKSr|N~5nbIp=pEk0;^!Y9sIb5oyT>=$()QgPM7u68v==
zlM%<2N;dRRPoxC<-GJj8?WfQ7b<c%a6xgM6Q!T%-1b3ofg*pN)?c%*D1C>0(u_sX<
zXtpsUK9*2@5r#4AVtEK6a})99xO=HRXEmR=7C0Q2#5j^c?eUVG;5!Khj6|Q$@CEvX
zxOi^F7B2UCXhl_)K=gu|rG`On4tXkR9amhjt;R?;fsm}1)io_za54vEe9npfO#voN
z&ZX_3gdSZ3kVuPTR)kPZ&@?all?&2ZI6M&pGZio-6T2`Yx$%dhC#8hz^=&ROkBPkM
zd(JY;ASt4I{1+rVb>@#|jb@HF%O<!@s6p0g{M<0D+gZ8C_bQHtvnMy%@)Sg#oQ@)z
z7YcrTq%5w&bM5%2wOQ-Q$!ZHjO_7oijd%zTz|1W1K5>Py=QorYeOqC()M#uUhq7?Q
z`boo@tYL64)6K-fp~QH`)rQ>SLrb={lGZepdK6sEvJs5#cp!sBR;88W8hi_G)XH1X
z;+crn#Cy!COKbwk)ZoZ{x{ewgF+C|pwSP3;g=35IzAJ==yFzPr!<Y%^Zma3>kx=Mu
zwNt&KrltG-ZZyuU1qcJ3(;fsvgPEh5FxbJZHHR2j&*u`SHDCiJjWHh5ofN~yws?_O
z3wTgxh@IrZ34!H!*Xn4zR56}<c@&^n!;jY7U9QzB^8w*o18obOFkL-741Fz*8#mbl
zujGkA^`oRkhfZ^0<MOWRY_gxv`>i@yiA3a_ANdF{uWL^s8ASO_g&YZQi@OGUMjTJ0
zT1zW&@f{4HPY%3D_tOsUD0;de6;v{o@p(9#lI5c1hA6u<lhWR<8P*xSw<XeK=c$C~
zRda?}!=;y<NL?9EA|a@nV;LT*TkaI6YL9^bT95mEU~#|aYeW0zI_rGMPFm!v1b?A`
zfY6n9_^NkFG&GJ&?c1yi!-v!LW<zVBRjJF)o(GA+$t7<Z#BVWMikn6{g6h_j$ZtAm
zF^${0QalPrm9hfuQQT}bUcG}Of~otFbanOaVQV?IjYmUi8wmrny+>Gkck`7^ROAc9
z=MHPMvxXxP3R*gWIlr|>6GPw;U#d!xf|lXl*Sm=yxD~Yp4(F3KrC+Psb1voq-NY1A
zC2D)PrHn*ga3TJFeh8Do9@yPcbg+!s%?OA!k0m)1my%8XsLjOip~J&AJu>=D8JZFT
zHT;eK2e7sEUq6zoj;UIoUWh14uj{l(6^|`YErnH8_%GEY<Cf~sS_*@x$~t-}7m3QV
zFA@=$@r@;MQYQT74gq7$Fd6ZlXGS!WZ$AVJd>}mYWjS}&)w5S<Etb~U>XSf?COX|(
z=X*%9PL?86aak@IX=Z-epf(mtt*YKmR*zalfx(G$bG3Ja?U%oXK+ZN))k77#gwd>A
z;>X%Gdd@dP$2PRIkyMkw_c=aJ0=RANCaHE8X679lY&@7##BYm89MH%_YRJctY`81^
zDSw#j8i2dmci)&#)?7_>d4L^XI%KaM17)y(3JbTnzS1l_%u9I#Ng>Y&dSF^^jZ8=H
zlR%4ghP5XqRt=4Ge*6SwI-}FD0}p%HwzeYJPHUc<)q#QanEr+x%gfhuRY2iDpg9_F
z7%JlCX#m)Tkr2P?w&(rqp{t}Uma6A~t83xW%o~8C9=e=iP?A$)h(2F@7A0Rm-^|6z
zbLEc+9gX;|6Us;s54LIKsK6pjF{@4vsj7jolG<D!_H1t`2Y?Y-fHJgpg~mBze~4bX
z_X4UhEj8a-O}%qjYb115MOEBp0in8Sz=AZ?@bkw=0%~?@{J?_2qWYO0+gN6-lkEYx
zyr@<rPm!r&*0m4MnfXMs*oZJnY()-KOuDERH#e~ch&A7fUMa4TapK0OQEhZ+){Pv)
z=nklyyEuZPb{joI3HFuQ!oJ5$hP>|{rDv8S7P}o4SipmQXTiZA_0~~rZ1&_j9IdSX
z=($sa9jCu@`J2Vvq3q4{=@p`rE@2Uh&lW`uspKitK8*ENBv)LKISu95WUT5Ore0X&
zvt;z&(r%+z4GG5sg=wkE)2zl#zmS=gj~Te%cOyHrC9sz;*$Ipew%6b;K3~}SVrBK}
z^ZHKG&VWxB5n<O+S81G=4D9gyvq2M@8UYy}2e@IAjFdKB0Rm#LBe=`rBfGgg9g}?)
z1hELbQ#@XX*FU5&y!isvylhOpBU1$+z#DlUif$lOG%WZv47tkDXfc@k2P}5(S^bCm
zdpN9v8l)!7S6FV(>NC?<bg|(E>JGCGYE53te$bdNy+RY$Wws_3`gGj`i8P(hZ7;+i
zVy=DZEkZem{<+8nT4Q*+IZIYy&lmG%Lz6T198L$?C6LC|`MMdVM{P?vaL8&0>E<}H
z4^(5;lQMUvNtG@tC$^y<y~g|v=F2=yz1Nb;^89?v&{BcH59TfepT#4!51F!ZiOI3%
zU!Q-utG!GbCvswx_$Iix>Lubp{>8rHCO;su{?G*~a4tPvRR#pXOx<;OK}#GtoRjic
zwkN1(pyfGr?<DUE>4Hh2^b%?+vzLE{*V(-@G)P0#Xndz0_Q%O;3^Y@%!~W62hb3oq
zc}-p^?F6*AmxKf6!I((jhz^36hMl|{pyw($Yv&zVoSXLXipO9GMZE+^(CFKkfVy)v
z16}Q)jk~V(BT#dpnf?*tQpPeZ2kQMf=UOiP8eS?mJ4)SqZqbH|4)j6FkV_?)ZO-(8
zsB4mI{KxJNwb_0#F==WGB2-p!#@>7pD$eH5$Zzc;$W1%+B3qq9*&67IF86YTHalm&
zQ-sA=);=8cvd_zI)NpN<c4=j=<*e~>sKgNpJu2cj>e*S9Pto~L=&4pXih_u$zb`a%
zcFd{Cqb>-`yCcRFjU}y~de1v_Rc-HL6ippvBrle`v2&$2)E%h|&kw#(5)t+g>DT!L
zIgMGrQM(lLPQZ4Tn^=oul6v@%w-T*rZaa5olM=MQc<f7k>8K~PEjQau={|Kq#doct
zGUG^FTh4qzb$jD-pGtoMC&|pVAmvhATP}2AsI!qIHIy-PZ68_K+`N7vF*!P#3l#YB
ziCWgLZ`tYC=v<1wj+U2G^L~)0UXObEx#X3oNB~iuS-=4&N(a%oQnzk1VM0_;Qq@Qf
zBHdS=XVXGOcP5ac9+R}C^@uF_pKFJyTj`?h--xLnT-HD$B<d_1zltopt)-vv#N<pD
z(hr7LH2ugzuDATS_q9bbNlHaNNk%{Rx%vT<cTo`KSVw?(Y$4?0)FnbhgguWar+9IA
zYtY)&B7~6Hb!B^vHkJ*{PL<4n$FX(-l<qzeD}jE@^QG}-GmQ`a<B5dm8y##G)L0!!
zO;Rwc?GN!zHqrf_=j#_t4Kg#+WMtkb7NqmqQ{2J@y!Fr85B-E+V6$0=mmwP;2y(a|
zwz%g`EElY5&KP_~sCDLWH}a&}|Lo-*afLpbPH=QR@Oru*Tcq{vx@Qb7k-VV#b@)BL
zaxaHrODSs1Au+Dt$O)uCD-6tbfm+TR!Va@l1_@}Yy!#${6qd)(RG$qNFSz#^0bC@l
zhLHs+{-I74W#16jM~5oWXS7EsME4;{z1(t{1xFd3@33_9bYW?^0_SrElpA;6$93c<
zn&F(LUS(Ikjs%h1mQBm;o)s{|1sw27f9a`#I-#P<oIoJkI65wVnW0pF=)Y19m&vgG
z@NGF|PRx>Ig4_i^(Bu7x!aW_1m@uTKDzy_vl}39faU4bTOE0dn<(y3JbAyPS0s?2q
zddNeK#vfJptXX;*@7J4xSsOwqs7y$j2Aes}jJk-2E8{}Z@G>W3>ct}@yuMT-G}c#X
zEN4%?xyQnOc71)jLWZ`<@&1OX@?vO}4d?Q#BQj!FdB1$|9DLl3tYG95XYoh^n?-e5
zslSV3o6Yzb-@{a6pe!U`%faDkLSi3l_D%6e0;7gzCh9Y3RCQTmwr%u{W~dfDO^tlS
zLaf~+@&TH#w7IuhmhAH%3kZ5%M_|GeX}u&R8Dw?JK*HsVxQn>I)7D4lkkWIt?Xjx=
z(XfUx=K?tc=Qa*l;IYd~o+!Yq&joZcJFx~fKWIEl==25DIKN_7amp&*ri+brTHRKx
zE;WB_R!KP^F(lks(Q3Fazf&Z>>`4PGF5u4%iKCtO3cXfe+h@>Z@uL<`5FsF=ju>GN
z9j<OJF7^v#?-GiRH>{wjq(t7-X3!4t!p-rj@(mkI4^JDo;UV-T*w=#j*48D&jocBO
z&2RRgaTnJXbd3A}r<0U-_a7D{{+8n6f868uzX3n}u_gh=`1_f55=a9EXknzK`zz1K
z-xeik!T0~h%>ncLeNp27JMAPrI5o)cX(#`~qQpPJa{j(30Y(e@6Ex>PVCDR>2=OOY
z&L5CNf58ns0S|%UhyH-f`3EY|-|%w`sg1yE6UI7LR{yU+I=?MTn1F$0p8$RSmKXDX
zUzqqEW#<X->Ho)uMMm(_#8c7#iv%eD+_1<DqW$~Q#Gu0~d+Evg3&d=p39PK|>h(1T
zs{CBfxI*APNYdbGt5HZm-iX#I;|yYRqE5uDy+iXkVp|S4B;IIBx`FUyFQ6p9dVC<;
zJ+^-*$CT*QME;)5k!^AB{&DL%_0i#`QY^8meCo1k>9*;x#-V3h@@42ZWNO8?F-T~s
zac`RO2rc-{d1V|`6ap@Bk=dDsPqQSzXFo$PZf{+Jzi{xkjDAZ=nq56qWJj|Oc_tZ(
zm+8=$1&`1~0VE|SWHEGATApwjf1a93Z!~3ncsc7X(vEz|4`n(aEEeb|fuIsyN)03=
z1rkzFesI=RUyi7)ZB;+apJ-k7oA5*VdRdaFYnoK|tQilF@@Ud;BHrCfcR2Oo&O^~%
z<JF40RZ1$OOIsl`$oDm7G}5!BIHd3-95nQDC-6c=K`a4<*nB<3&gA;ER7`HMpmKb(
zaKhV|Iy<qc=Bn}|o40%TjJz-QUxzGWAR{%9QhhO9ZoGz5OR6*<6}k92o{|(Y9Ctlm
zI9t56b@u{4^}`$O=jAx@e#Rfwc!}`1db9~J;ysLcQ~0^VzV;AlW0hk%K+k%3eGmyR
z>Y>$!E=O=cjrTVeP~%DAiNUW3L+vrvCOly)hmH4a47q!u7~JSq$hG;wDBPw8`Q__y
zz_XV=%YM`+1Scrm0Pc0XbqxX>2Na=?ygeA}Ky8ZEP@0zkY$1LQ@WZW6ahEU4p>+`y
zJDhwjNAt!cQ?KZPzUZF0nIXDns7ItJ$32D(^XTEE-1kU_o?VHZH#}@hWNZS7alRkV
zEOn=xxWc+1G@aIp8DldV&gWPxzY<2mUdA?uwOZD)n2v0gnBugFdWk<2ArHCrq8THO
zlS94H(RtXb_Ej#CGjlkn#WC+}XR*+MkUX)S_=En5tN2@qS@w<jsMo3BG-&eD3)0kL
zw=0TEJKux8v3<r}Ydee#xyBH1I=f_K8##54-$S+vbnifSZrgfZ7pb}Ia@<N~-?~J9
z#i}sSHtjt8s_c?+=vEkt`<xR$4(S^6TFU?3Sy1nC_I&Eb+U!a6Ot|5olqT5=LLEP-
zrWghtR_kZyIgrK@b_MC<W)YL^Xa+?>y1h6?A*?G5mr;5Fyo=E;1i2#mdX*I3<W|~>
zUzMyFqQCkj49E(%*N*y^=<Un!W|K?DV>EeX%o-<(D;ODSB?b#11b1V#^oj?*HO113
z$ttfL^xpVxw6MUt_qut*Hn9#1X7~h~;>Mb_cO^|QX(>!zry5qVnQ}UQU68$NFp_{7
zQ}y{!@Cq@OXf&eK+2GNJJ$97f>%&AN^;7y(vsV3MT2HbFqO2pi!hzz~d0N<_CPn8y
zN-aXRAmzd;-FQMthHeK`ND$Pyu?81VQfWrT8lpu88BNr39I79FS1_RGo#JQK#%2v|
z7Zw#Wos;Dod8k9)79gj!fUqS-`lO<XcxGY|K@t4m?h(9$xn+XS6m~RPa%9AWF6NH8
zC{)aA+?%c8C_((%8HfO^`?fVm!0Nb*og}9HJ2rg&P;vFB#7W+mMf7M%l%Pzt8B;@z
z2E_B-y?Y|}=$a*%_Ea>S?@<C|iowjUc{a?Z-W#?As0K0D<|gIMS1r~<r`B;xn0=sU
z@to(P-yvLJ5!pmCb_+z0RW#0hc_n0p$WgPsgL<118d@W#8xfB>aLh1Jp=s^km7qsN
zA<n4mo_TV)7@Wj_Pw=HY1YQT;_&pIzfj-3JY%4ey=2?x4TQ5j;fSt{SVQV<}{s$ib
zLd(n*y4wR-!Li97xr|38+sL$2$82@+#R@%Wx9RAj2@Nq`#IJR{1Bii|&TDAj$^p^0
z&#{a+gWs%SYuhBC0@0{dgH4rW4n3i`&%l%3jrC@b0Bdy>NmTMn<Z?2Kt;s9=uVb<L
zq!f&ne5+_5I7o;{Os(u)*I~k^y{y$vupQz$OiikgUK9@MQb;92O2v_M4DCziD6|ME
z)q0943y5IpGcJ_FvJLbSoMR6%<0<3;!X%+2d6T}796TeQWf)KQr1Uxc5^1bk?FUXH
zLzqY*Gb%w7jXE2gLPx{1w7qmrIk)(N<BiqoX$1#7UUicb>mKNCRkkM6W1yy%f@(@t
z>9qRZYlup(s?wZC>4;4{$m+BX0ss}Rj*D?gANP#NuBEbFEaTp`&!l{gerp@fN4Scs
ze>1^b->EGm_LOl2S&s;sn(*^tsSV4Pr$5K~i7UUkna$Ft4}(}=eV5i;_prj2c+D19
zi5?^|&w^T+=6AizPGNm69sndYO34)Ni`q#xqOTB%oG&Q>j~6$sQIkd&Qp{N~WwUS!
zjLOf;iafhglj`v46|bphnseSTCN2y)w?{82SYtdE-gbE-*R(W##L~0V3&Z3ilSdAk
z4Nd5-ObsV)d~x)e@Iw=)?wk7*zNL&Vo|z?}doRM+8-q8ufj(uS2kN2i6wCS+dwhd@
zcikVk_LK>hQ#oPmA-deOUo2bMQ%j!T6jVE0&7+^6sYqpedhyF|6Z(=AoY5P%5+3Ll
zyk}_N)VECPa=#_03Bm3vx`p$#Oq}Ljr_YHjCvzDW61ASi9_Q+I#-$~?Y7U>i0fwob
z9#cRCufiDz76rKBm5$U3e;qY6uNpHBk3{2(qJ-Y+Od1ZHUyl{Hc<pKMe&68$YfK{p
zBxL$d8$~Az(Zi4l6~;%}LY)Bhm0a(a#KkYD%FoBTc0{Sf-l8NI%>@rD+;d=@Z|po=
zB2J4)!wUJ%V^zH1x2U#Y^7;G`sW;ried;@=x_l;c2ezp7)+YiHqLCBz1V8t1X9I!=
z*4YY5qB!h_WLD@+P<dMQjZc&8mP}lg^+`<Dy&_pUEjw2YMk@ZG-A2T0*G)_$1_pH=
zFcHg-<BLEvm%L!isBIl#KPFX~R2P4ss(#_fdzxy@*9t88cSL(XXz|4iE`+yHD5DFI
zcP-cAXxRL4OBkoZ)qR)U!c73hCk+Yk*31qczSS)?bqJ%Dp(VaqDBjB`mg+hRyO~Gm
zo@A<V4>euFHqpEci%RJ&-wD9zRiq?O_4CgOrFjGiuU{m<b;CcJ6{o-8nSaDSD8>vq
z8x0o}h$noj+iio&v)2~sfoA2Rh8KQl&K!8e&6w@6VJEIvvwM1!G3T+FACwW*<5%l-
zPoPB`SEP{InxSWa9R6YH?l5jaZ~aqbl;B<w{2TV9*I}PS9-uz3*K~Qta(?5SFwP?D
z(PAzZ{6@tptIyEU{}|1zzRm2B&bedd(P;O%L*TLg^&<O^RJ+6R@_<(ummg`|dtZ$q
zk>aD+M413>xB^&M1tkfi2<Iqf)ph1M)!p9p%@aPj8=7qjllrzNM59x=qiA{IG0Gw8
z7B5(iBr+#5TJ5?Zkty<!H^m3)T&$8e#upIsA)}t-WTn{s_<(UA@>&7L;c?^KDb~mO
z;4l#Hdp3-;t)|mzmSkHQd#(<YNk4D|1zGF+W)F(4Oig~s>NFLu{b65q%pk)0LwRX{
zcwtd}eP#uoh8<8Nd!7OcyzNp*m5XU2+(D!EWn<#P73jpj1{SZ$-IylX@QCxINbdo{
z@$?~b+2PnidI67Iva@}2c}nTIW}H6HmCqaL=UKK*c>UnKbA(&qH7A^Ei8ms8qe|R4
zK?90`R;;-mdR#B<H_-sCn}@{$R)X*SznEkSi|YD*x+k*9!0gvq{Sl9b=Q#f1dlGJt
z)v)-&@tm;betswVrlwT_T2oz${SNeUmz%(mw7jY}v5=90f0wuN0Ds~l#XvcD(GU1`
zD|h?(^y_1ercKBYH{4EfY~{o~6iW{0_%<1CTR7_r75u?GTG~iUOWED1B&ezoTGDit
z{I%HlID&|Nq(bW1FSqu}HV&^ev}~@iR8li13WS>Y2lI|(=OSGQ6sSoU;{#uX>kYg-
zN;#L3qx_K<CixBF${x}4vXh+xS;BJd1#(cn4VeN)N7{~uOHoB;*LMV;kCBEkP_yyR
zUnanK;40Xq29xNSpyhbc!u&Y#K}TB^ZxP~Ar||X`EVF#c?+yq7f_H)-KG=3o2tIE+
zni~tRa%wcX<gNJ5KQ%>zGy|j4@lno1=52X6$mV0P6-LU=L{B`@KtwP@{SgfH3;I&y
z*Ld~WOsmKJ%L`Z&j_Qc^0`o>>dV#MX3q|{)ieJee(tUhMVq6Jld-*QY5uuwBrE#Y5
zcD$l#FdM;ZP_&@8>G^x3N#*01vF1iZ-wsWZ%tG#_55B!!$ma;SVd~*&3llvthzG)n
zW3qU2F3`b4d8K=>%f)rJn>Im-)PCcAR+jz)X9_w<59L1uIY}KKYU($SpW*g&j(4qL
zcKLjs+yg3<s0mpZuP2a}s_l!egkl`M{GuH=tmMBNeq`dk@*N$`WDX2TVTj=<XtD+j
zpCrAHk6kNzdlk+GEea*l%7lBgx}|BC#X28OLbq20UC^bec~68|xh}gYi*Azw6A5Ru
zH_T+DRAefriCu`J@c|!{rJWPE%I_tat+uLZ%#t}LxRZ5zPgD?*`51v*6mE#h(zIA;
zmES)mPM{*bCr=+&7%YcQUZ#w|XP&7~)Dec#v=sH6K7kP?fwn0t*tWYK-}^(FxiGsv
zLMU{b`aB;E&cMYpxDvnjV;M~hJIj)ka)G@+7<(lZXXGrepfJcu%g`AT%p+Ne`o%BI
zJyu-^m5mjj={D&c6`@^CVadB_DDNEOEXzCPH1;bh=ulP&8q0YqYrV|@ef1fLioz3D
zPs7NYaxmkQj*ICX&3b!M>au2qR5@E2pmA2(PEu2Di~KQqu&yZRIxTa)AzYrZUAYT;
zHA2hRw5w-dCR|*KtAT#V+9(8%nAjHkGLL|f3x6EMEvK4MOfcnv+1#g8KjAa`u9`b0
zuW|+^6eX;a0AqC(xyfB_Pt=ke!7e{XCBHA2TM|n<XqeT$h_ThHpJQ2r=5r$pC5ZB!
zh;?>U-%AIJ=p3Aq0upmBF2zmDIg3Ow9>t!sRWcjY#qV<(ReL5Z><BG_?AcQVN9HzL
zZ(}Omvzw;}Z(mb(#9B6&m`W-e<TgwlSVkfy_Ue!!F_cq!+gv$JPYFUA%<PcsO;{!@
zcUy8>2sGUqV``9-R?nFG@e%eK(+CC!%+EtalZmIe`)=Y;5%EpowR)PtxL$p4%bd?t
z*BtluRL5d`7Q}bxKHX|t#?!k!(O222N}j!=7!NBJ!y!gIx+_ZSE3VKX7nfg<k1)9i
zZ9<k)NLxYB)y~qF;I%#NyI8%&dNQyH5xAIRp_6RSCl#jiiFh0N49U#ZZrfYTIQVN*
z^Xv#m?Yq8H<46MkK`KF`gjXqH>rohk#UJo)+S;V|1p?qslTEFnCrxk$D7*xTko5#b
z#2B&>bQ!+$*PTVc_KEgKWS0Szn-p^2v3$SiM^cP#lVdG^^PD|Nh%qZCE504(Hh6#^
zeTUG-+M=3Ol|+h8JIehK(UTE$SHeU20Gtc#D{=j>sM$kD^76fr1_hH5ZGtGloKX$S
zJH&a(j|Tlh`Gw-&Lm+<?P=AELsJdeKwp2|mk|HX_A_9En0i|lp_+3~b?PhA_E#`Nt
zv58NvBxzFV1PF>mhLE<w1!#7q*ABMNr`(&KJ?`~-N2>X$FyS-w%2MI$Y$SBc<w@ST
zlD|9TR0HK<@c5!=wRv%!BELpmyL;P((U)T2F?VbAuylwSx2COOvS4?O@godHOxueH
zjG+iSIV-iG;w+g%{#i&jde?|bec7xO0fh^v;D$cbn}@yPSf0(+UAKZ*J;OQVetSz&
z0-n*y75U``H+w_vhC1_{tG`xPwCoUMmp1h>f?M|B;mc9#AqcMi=!hF#<&R~v<PhpQ
zgtP`eQS0_4HJ$_b730B`S-fWBhCm&0?HjZYj*?T0KbY8&)3iVmQha5pB6+KoH7aon
z8dP-1lX41aU07BhDd^&bfGx&anFR(y1yd<XjcYDc{8DcWdIwukl)kF*<Vl0tk!)W@
zD@8M453lFyZ4hv6#jFnH6Y~lMfR_Ev2GP{M%i@k~+w@R354>VpKkqXs8r8NoD)~XM
zXxDV01ZQBLzmLU_k&Kr5&I`u$X7wJII=Oj%HYG`hYYdHCt4q}(o3Lx{LvXS+p||q5
zc{s6=wlhTI!Hz%Hqv283nOp9KRwd?ygTBRlSJY_?qDBx$Z(K}-VE}Grza>c-W-oIv
z&rqQTx3$&IHFsrXg0SzWg1l)I8H{KSrjqdQ`WkQ(FT`M2;3;`tWS`$Gn1f`k5gK&r
zv^WIPEH*i;Qa2jIHspU$EJ-z=f=nZ`ER}~VR|mP#%9&Uv%!Na&U1#ri-j|9>O<64S
zIB__$&KZ9>@;Efqx?o5UbZZ*PDjk28Y+UoTs%V_mqFh<jv=7ZF=0|Cq;rTZ@^@wMM
zI$!8iY@^glqbraKx)ekey(~n7@CbPfgDw&~e~7-Er8k1Ek&Hk}C?_=V4O_{z&BhgC
zB||ZxXIK|z=Ro-69_yK!HWeGfI%ce%(CZ;}DXCYo7~XGa(}xl*6Hgu_0Z;F<HhTB6
zdrVH;L!iy{b7fj{ZhlkaqPETei=5xVbU!Fqh>6i1w~!8XPl$ve$dNysOu3gJk>0f1
z&`NGy77hKS>H(P*<l-=O8OVQj-QHB^E+)A|H;a3IhXUSxs-hTioK%G_ZCj`qVu>Li
z)S3+cIQ1;8)~DJL%>lYo^#_n-#&?&E%*vOI@08jmB*t<WmJV9si+%xLylHTE9r3r}
z&F91_w{S;02Be1DA1Iya+$S-uHsVA-DxWiCP(3!@h7B6f%NQx*QO1r6vyF~CJoB%n
zn#CJp=pha0844K^YtQvwY`*OseSKg{Czx$IR$QJ30vOoy(_99lTdm>gT-iC=+GH$T
z>N)EAh0-jStunN)l339x!Zqc$E98~6SH~OAAOlITG$?hxf7Rr-4D*36LW}86thHdJ
zq2dS7>+b1$tQ>C7+Ui~h>p@5$jUz5p5UkbGz~o2#C>-pjq4o&2Otf=}ZWdO~dlQoz
zpXHBXCs?}B>5n1_RWy(@b|&<u!!r%3y1XifXTQkD^d(tAFCX)&x`YPESf=^Ylsd#(
zh$et*L_NQ<_GQfHlrIKcChx+mx{&BjBfp;Cs?usS4;pF-xdgvu8*}qtRcHT3=e!91
zUk_E?vIR-?EcfbDdao{#;!GZF86#tgi~FgQ1rnofjgbHk(_2Ybwqwe>&dFVo!P53B
zhG;bmoY=g8Hb}<#2jwdNBD_fi&7#qPh{2q-+@V#M>|123GZuCpsRZi<B!%_N3hYD9
z`5w=ZZ&yX3dcxHh#?L`*<Lc=4(a0X&DhxHTPCkik`^$3AgTQ~_dp!7oH8z-)4ANX5
zT1%W?Gc@;8ZlRegGd~y)g`!wU1lxN>3$MS?XYOfW{2_KidBLKS61H}#!!J##NX?|{
zP_zDWbhDVsq%(1EY+OVrcp<0%n}|qY-<++iNlN{3)iMgLO{T5Mo18HztoLOCunU26
zIdJ+Lv6xK<gu*m*PQut_D+nD7jkod)Y=$E~o+MmFZ(;4<z6nk;uS6n+WW;W|!R-8U
z0GWJ>zDg9iv3_Y*=&(t>vd2W=nTC-$UyN>>VjW`_?%Th_bizD^>!PX0F4>}G^5E?J
zpyX+Ly8L5YylRJF;pmN38BDWB`e?-2G|u)&n{EfTC-*zUP=X5W^E4QwXiHSzw#`$!
zy|#RDrzY2ha~t{CB`A^N+S?K8&s;4|T^*+{yLObSX=1!wdqlpcqPugpte>OH+4<CH
zhi^B@>nrg{dr^=}6G_8HV<m@lU)1p0<-I)HlTV7`FOtj6CM4=F_fiU`BF6siXpf2k
z+3haC0o7=>wP8Xq(vmvgB##?>C`evZXhvo;E96-)!Wz%R%DG3)fClPXmu*heQI3+s
ztNGC;1DwCyO<%WZ!>;DwG?KXd3Mm^bYdWTAA7;`%N-d%5Hr@68@?D+f*P?<g71g5v
z8-FK;@HhG@n#eQ6O`-S5#+O@xu3XcdiSzgXb@JI9{Y*n^o61N7KeJFrR($|>ob?65
z<lDxo?~-G@2}MDXw693{$WT%YfQ94{Dhj9bAN8qq#uXI`-az5pAf~B5V|e~KW0^DO
z{?h*58VbHmc>U#s)QGUt`=wk@WSm0^N*yRAv6lFuSbfT|&pD@oP(`{%{)y(X6SYc5
zfx%94k@KA^J72n6#4o?|r@i8OqoZ-Ma^vmMKdP7OYbqfY^x>?qZKd;L*0L*s{#(IM
zF=W1>hb6pNt=K%s4`&T|&Y$$|X<J6yWA>7l;Dh5D1k_)ey;)aR8M(ND>r<4zZ2KTv
zpQt}SS=UG;<#!=oXUVpKrl!=HkeoHCX+C0%lo&y6RbsDo>I>%{XFK8`mw2Qwdyafr
z+JD<nBab}E%BV2CIv%sP6I@CbG;3QgM7)zVSiUpUs%nuuYl(Ap)?BX7H}^n58lLhd
zJ+Pf;qY(3gIS|+ag=`ThFm}vHc+&J3e7N<Qr|5Ao5<EUc-GR`_UnCoc%C})zQv~PU
zH|XJS7wI0wGjYgbMaslXDafl%$i+&cN(2n)F*=^Kt<?oTFj9HW?CIC&q1p>Mo0%+u
zGsdj|mwNj4eQ!$fH_Tj4W%u{K!@WF%mSNQm6tfp};aBC;M=2!q<!#vSm8@n;!miOi
zK6~NP_D!?L$;f4CVP(D=Te*c%8;5xQcF=-3y`mRWssDh)elnU$CMHGn0Rv`@qaKl;
z3tF`=KI;;@`SP*V>Gr`)xhsjpNKpnOy=Q1Zd}#Emu`v3$>y@@dhpdK1;5|ko=zi-k
z>1`yF{nqMKIxA#X4~Ygb$}Zao5F!r?cUXUTYgHGra|!if2NFw>a7S(qe~{GEQ^B{n
z?F*<SvW!HG4qr5;AYSas)8H-{=tC4Rk!S_)$loB*%;FTwCoRZod_C!aDvR3Qw>$nr
z<BqPSP2Ue6*BAwUFevj3D^AjHFwnSQ2hh2Rjb8zqH|zne7nm`QABy&xBs?MY?f4PF
zhs=TSXQp~r9UdF*l-mmuuI@rN%Q-E((1Z9iLhs#s4Y)FURU%SLq?!FwYri?et)o$T
zOOo*qy-~cu>&N(X$Sy4%n7(Kh0jb1aB-<ujK7h%<$Hl+%5OP$!4LO@#F5IV4UVq}f
z?L^o`Y4Sdpexu7lCx$2ys!7{Z^Rp3JMyfP6BTd6GU9*zefc0*{S%hYHelAd{Ks1Q>
z;^0C|v`;2yjTTb*qesbu=*s88gOfX%LC7zVDY>jJY)kH$nx>8~zikm&fvO)~ssTPG
zEjv}$n$2LK@@Q2e^vyQi@<X$gb7@V$bkMzBi+X+#zMD;Khpf?b&wPJXWkfIVI#O?u
z;_eO^{t9*o!#%Auz7#czrC^qfB-AA5IY~oC908AleHQ8SgIq03W2M^9^wJqsTd;v^
zisGeca;JT7jo*9iV7-$Xx(D^0a&6;Qoi7nfLE+r(b<74YmVDb<LVuvm9=;(qn|NsB
zSVrY?z1s0+t<EMqz@Lbc%hmNx_V*`LKHg`Qiu};Sc|H=Y%;0=95&qivZcU(l_*FvT
z3kRx<PF49a|5P(SB_Yem7p~^Zt~}Nt_3>V-I{%3F?p4SuZ=ZW|!SIY{jZSWMM~J11
zC(JLSG!J^eguKpiE34szdF@iO*<G=6T&MU7N=8yizi!ZhZ;JMA%Ke4a7Js3=&Tez6
z+tJ~<`b5!iPXVLp^yk7-rTFJX4#_^qUE)a;?>K?sPR3LNyG9x8W4G<6BgYd?44L=K
z&09&ez4^hhkt*LkzgUGROLsy;_!1AJo0zqzxt1T4j%3tqi$cwn467Qzx7Ed7;oXWE
zGkgsRJCr0;oNx$Qp!o5%geJ9Z1(nSX`|h^bN9~2=VPT8UBA1z4#%*XI@$hHPS>6P+
z)Wt<~a^Ay2SY@0W*lz#kIU5+Zv(YZx!y@LgM$eBeOjFKZT_AYOoU5*8PN5tH&T%ul
zM5>b?uguTC)-?3mX%+iYw8tFGJ&+NYRcsYst)?&Aw2d~{c83{Z$-mqEb~7h_ft+DZ
zdR6*9$z=Kc{hRg0<7ZgI600RfOpl5xBXdH-MF4!Hnw;X{41<dKbk}d^Hn&wZ-b)Mn
zJ{bYN?zyoLUfBJ|dV_0sL~0KAx&oO6wL$8X(AbrBH!4MVFI<_yxgieE&eXhQ9uuA)
zwF$RwoqLXQs8i^p)yT*&&}UEcf6K|?6_^&@6FS)5Ub+|4Ha?rr6M^D*uv^->!+a(4
zA=j0^n>>8&Fa!5lAPlPSl=pikZ<}b9t0CS`^DwKd-%lA1+tG@J6kb)B->uz>bVad)
zlS_JU3+#3^CkeJVU%xZ%{kq%?wfa#PUY?<Z;ASDI<C#)}RBomhSFsphyqB^I&FOp9
zg9;>8Sxv9XhioXehqi_#M6VQ;MSdSyI*5AC2Ioj}j#hruQr(7hRR>|!w;O(CUGZK=
zIcb<j_bc?5N!$_{8?ESmon_@`l`4VxA4OPpaC9)L3F!#M`94)LfB%ZEM&(*@3;APz
zLG1R`Sr#1I<86;$U)F<OG1Vzl+QxP-2q4`kvixd!>Z%!Unab0kxe!7HTH56nDg)Q)
zajJjs)X#-&k1O@c-9AxZAeGi}JJ%2H_y>$7PT1Mi-Tec!MJ<bBieefmU0AjczamsM
zBO6ePe?%#;FCAHpgne>6G}&)=PQ>qd-7Bd@U$fiR-Fy_!=-g))(}(_S$$UB=YJt>4
zzDQQ=-9?Xn$`IX+g6r`VF>J=Wmv|7cD8~Af3b5$Z-hp+|c<&f&KBSj#pTI+5Se@dR
zLKJ>$y}4F@#<)q8PP=VQ_M-$@!U_Whed)HUt*;+K0P$++)KKnhv*|O-@}Xaal^3U`
z>oLz;53(sWQMa<Y4qM0fy_BeT4&haw+%6mm1+X=6vMkPWSZolgu($Y6b%Kf#2GHHM
z=1f~YkK=uplh7};HNiV5?lohoEHin*=(y1Mi8Q`i5gFwUrW!HB+X-dc-i>MFwB>o9
znHD4>{qX?;d&@P}%`j4=8o#BGYjc%70~})FP=%_OVhL!}-m=_Gh`SIU?KQlkjx<Yr
zwIq7^rt7}Q>kwz*`I3_necG5e>az|OF(Ki|^As37(wMU(S2M7>5UF#06nq>jebqz)
zJnL?JxJL<Y$mLG;aXDv(s5#~9>jkgU@{X$J28P%QKW<6Q`Qw>lZlZRzkf!7oNvT1S
zoId*oz=k@m^Lu=GvA_0ul=|@KeVSLNo=;=HnBuplKKA}Wj&GDc3aOTe6wnoI6?<vm
zv?<-8(3$V%4=_P=^QNXKjKYw%uGiU+KQ4A>!WUa!Up(x>yM|dKn7|0pBnBds)3BFK
zv&Q%Pr0=LVXz14?yvL6`r>W2`i6?D#cOZCP`G|0Vp-c;3p{*!*!dAzxC&gsVK4Q8z
zutQE0zD27r*$;Z)Ie^s8thwh|B!7cBd>G?sntB3L!|9HTWvP}VT49@5p}#D0GOx3A
z$yv~1jdQzuZkLkMq<@;E@Zp;nYf<OyTt~9mDq{n;?hC3fx|0P236<I!qGv<)c-fgY
zj-pzVWzf$}^vDy$^vr4EUDw0h!5`x~gv78RJI2BlauTFf%<;4uwsLG$$mk}<=XYy)
zoc4NvT?R)uC{vWo`=*-yrF#Ap&Pm5}GF!9j-dGdfV*hG|Q?Ko!26n#p$urT*#V-P5
zeVWk(@=m_8#V{?-EPO#bG!30?WT)a_51dD@0MK&t>(rz01(nv97v-Z1+;TFX^}QSN
zT^n{`2Qs$M`BF%2MrE&lJsE&UYN}d`YD~oFeIW(e?;(GI=;uu@3F*;EuggP*Nu*GC
zsjEFL$Y0-xX<&?NnZFoB&=K^J^61$VB}q*}zQ43{?zlo`HJtpZj-v?aD~4BnK~&!E
zJq%d}mh{{RCL{Vl(_nyDt^{H2)>SX8R(K$kJe!g8Alj5>cVVR>U(Xd;fSi%g!JOxt
z&wM^1eO)qgMUihXowy<=9xI8}XJyZ(3?x#(*bmQCHgj%h!@k!UG`EHAv|%loy1N@;
z5m}GAJT56*uXm4QvW>7p!1|D+P4D?W7H%Cuy@FmCR^_nIlWOSRlYih$fG!k0k$p*b
zV@w9+O0zY5U0mbi9Q%^(7~99XrjPZ3_ws7Z04wgE6S&y2!`5Nsy838Ja22!9eXNm@
zU0Pp=X;vr^853scD;Db;8-)^Gwf}Xl+>l3Gh0OnpDn)3%YM=z15^9tnk*~fS-{Z5l
zkM{vgZ4DK&M?4(%@JHg+hk;f|<$%G>Dsyjs9>3P%$1(8&Wz-G?)GzE*AF1zK0{b6z
z1Wa$m1e(tpLfCRmmX~bTV?94;MG9?ywz{}aeR1B}tUw%&dN-V=i@uPm)LDh*;nlv!
zUz{EGdT17Rp5kuiAzH-zXvHYh{w&l<4GsBq=n$;S>|weQVvE2doZ53y+21#}G5or@
zO-#pHLtDdI<KNIt3Sy#v!DRtKbaekZQO(9_4^9AQ1V)t7)X_6AWhXvtXdwm|XtNW`
z(~HrFne*uA8wfgD>PS0^%V;?oX)$XPb8^74acXFrY3fkgYnW5&8W@8QnOgyLthCra
z@JNaBe|TcBXR$XiHvy{wus1O_wPLYnC;nN41$_TRrX~jbWU)44Csq*q1h6(UGd41?
z2GCN0kJ?ZIK@<R8OAQkpJ2Oio0Fa7-7+j^Lwl0elFaMtvf}hxl^{uVVS*WS)?ChxQ
zKvZUydelH>W@c&{T54KaN-zhdm4m6ZhCQXJ6+T$rPelwA{#DG>it49MR9a>x)CLOF
zKq?yQzXUzOaakIeTN{{}0-gkGXqwqrvlH9c7-+MAQHYu7G--g8+Vr{_lt7@4HYE-C
zqST~krqg8B0qWAxY5gV6{BLUhLmv1ASRe>&2k;%sCrdMJ8!a76c4C1~q5uJXGb`&q
z<O7(gXc&m8|7`w$ODk~S{AVkGJM>R8uz`74#LTn}bRBp#taUhOX@DR~8ahfEdKn;)
zg^remhMt@T$U;NIM*RyXxbwk9c`S9n#r|)K{*Ci*Ma?W_z%IcdYieX_W@pM}Zf<O#
zrSa4qf5`h;=uaLt>Zcz1n{EEv*3vK+6Z@a-Wn%K=&`*3Uyk=T9COW3pLcISk?(*O6
zVQsB{DQs?IY5X%bw6&;pjCG!LvjTTA5UjDb7K^T#rHKaEvo-#0VQR2P5_7PDUs@Yj
z8|!fVj65!5>pyOc4W1&2#aP2skDb__Qd>t?!^YT}7~E4oxwZf34Pyh2KW=`OqyBeY
z|DmsblE9G-?l$UwjT;=WfdA6<->c}~gC#h52RpId(@+S$`xAQ*eD}14l=k0SN&kv!
zlK&Lcq~PtrPcZ^^>8B_m;bnOWF&a7=dLWRF_Gfev)6fuu*}zfwKXPzz{3+VrQb!k-
z2EafM`!pW?ae<%cLG%D!z#lYPCJ-Yt;O8rV>7O)45RjSX7aEw42Ar?s>G~HREh7UE
z+`50zzz;xhw$Fdkz?oWrztCuz=;*++)Ia!WnV4yQ=cA|jwLTDtf$>-U=)tY}4`qMj
z1JN-)<)ZnATm~Q$?XUHLXu$}Lzwpt~Fw*>LD_SN7;IHif(bCZV$_GYq1Y7Q(a=~Tk
zf8zr(F@m8S|DhiU2>e|aIy!JK{=!Gg49<=7PZ~XtfrjZ98ZB7Ful)w5G5k(r`mJrW
zj7-4a>H~M%?=;%qYyegdoU-Si`q45ofOpLQlSact_nRL88R>p&8!dR+{k1HZ#`J5y
z(K0iGezQF@Gvlwe0)f@|548Uf3pBsk3Pb~B1aBIDy8aa(AQ}+UZ@xi8&-|<ZfoK>R
zf3*v^y$rv#gOUC>T|hL<jKA`MfHc3wDwxLbo3GI`G5=~mIv@?>uR7DwF);tyHhSQH
z@HGaSCm7Oy*noi+^t-Kq^x*Rn|KtOKuix51NBg_2=s>^O3Iwk1*S3Mf<2PSp1Ty~J
z2G-z1;Kn+ZuxxAqYH0&U9q`Bqpq4T-vj%`W2p|QZ7BbZ}1Aq+#kOJpm<^?FT@zV1#
z^YStCG17qOxaqn1nfSQ5xcPYb__(>b8EAO8IR1AIRakJYBr9tTOY5J5Gb0ED1i=y#
z@=5UjHBlgd75Zz42mE~&0Ov!dfBMGyISU}bQvWrZ0RHoI0_OPpeDaT~{xP8-fK@_x
znzz8S6$0#2)IJ@3_^HOz`33;>Ck;IvaBWgLR^SsLS~^w$;FH?`q@HxpumpcT0Dgkc
zf*-|nv<)=4&Flfn;CKT(%?^yrw5mTfF*E-=o$9BPfM5Q+dE($QH8r!g0w_O4D%ki>
zgZb0XPeB0CPXSMCQfAiR$q_*FRHvD#_0zWtSRJtEJgM{dcKo5^Uk%{_pC_@DeoAc(
z=Kf1tK6`5c>7Uhso%xR%z&S3!%>golhk@TKd@A>^3Z-cPPnP;k>QhC3F$sW~z=8AA
zQUcOIz|(B`=L0R^$=&~a00BV%W}^cD|NTG@c=F=kr9A2PmlS>)0Pv^Lz&7Cr3;C;g
z{ImetpH_ULg8)y{@=tmEbO73aHJ2XnG<5$i;7Pf^1c>UG>RIapm_f{pPgVW=e+QuE
zH-7q_*U>W520O=-<^TBXL4dVSDsuU5`Mxe3a9>L8Y*G1s@7Pgm8WlMN0|!Qt4CRwI
z_hBSe(RX1(8|mGYYUbAh>*4mgL*6XtLU-=>ZZ1d8?GJ5VmNs9+@+OlBg(Ry(DS8VN
zAjSLheh7zHLO%?2DhWB9=PU{6H%SlJ-`Kqx!nb#-VQ)SyC6keDbaW~Vfc+vPX_sRy
zj9UG*KmQ;=zJIMHCF#)26s=;zm>#HOQJ#3$Uyv(P6-jTiCcKqIX{}t}XFj+!?D|kf
za)8n`zGKL_AUd=QO*4<ymxN~XVt={D-!x6vBp@=CNGVn}+t{L9P4rEw$=qrd#aw<|
z5~=Jos*IVR+o9Tfo))sDn-+~!luM!W8|?&cMfqwuprriiBg1!5nHQ9b@<{`7v7pX_
zK4E$>3rh>B=;G!$bw&C5Aqb6ASvP%I3)*`c1NV?w-5aWjLgT<sv3uFnq~ePMwz$uV
z^H~r|E8cbN$~7Nw6uTH9-agc`QS0nY@7>!%A70IIvFdd~%r;Hs9H^F{%YWC*K)HZP
zqb`|NHfBc?wL6naGR`R|I4@t9;N8U4TZ!Cy9nl<ju!$=r!RED|fvDmoKW*?0K9HKZ
zrF7;iOIhILSDY}V@hsE#?Cg#<X9Yq9pXAdnM)xv_1zwjy(aGXBXF3U7KHJ<FJ<UvA
z-s^zBX~@iNsaN1yamc`2Z02+v;W<I+)9!K-;FQ4nA-I*-%^bycfafY~uZGjKy#mIj
zywA;aWx5#_Ku^qEdVjyNorn+Ml52d8s)l<HqDAMGmWF&C4>4MB82a#>a3BY7gMp>Y
zUseczZw0v^WZDn(zSEihk)|a<)#9zbq2VKg41e8zvEE5l?u86}ej}okOT(geG#cDB
z+0G6*5OB8O2D~CxPM(VP*08srbvQ2>v0B)3fZ<^&kg<cG(F@;$R1+2Up=0lX{*fp(
zDwE`%G0|1fzZUt;E_INj?IULA(yWwCbOb$l;rVprw@56^f`--g11}#l1X>3Me|(1+
z2#z)_3n@{h$}q;W@_6ejS@%~85>b56kZ_zMHO%+T?KiUW8+p}VpM{zwa}*P0x%dgm
z9GeHpy7@t0eg8jY-BWmF&Dt*D4rY>$ZL4Ej9ox2TCmq{HC+XOpv5k(?!HjL&&hGWC
zfBkD;d!LL^Rimno#^L?GkL0O0O?pWX03(Y+R<~EKnVvK%TP754G{me1%EW;;`QGtT
ztJry~YFG1$BXOsPKW@`6>j=>foM|T<@}a7xAP+y4sgajy)DnX}{mjPC{8f5N?15mi
zO$Z_e>c<y%iZSvtJf%1l!E|bh3H`<fGi+QN)Q_<ivQxmzG-;KDBcp^Nd6x?qYnTh!
z7{$kF;s>CcPTbKT{z~S-p#RY<$jtki?o`Sre`Dz}{z^AB(!DVt>EO3y4~~Oci#>kJ
z;Ima8qcVpwlrl#H1ncQw7LUQ?#${>rv%LU>H$FabR>urRIeRPR`2E4;n{{``{$;iB
z<-W5BYoAw#nWU?>yGs^yKb|LML4SvwE78JhrX96FqFJ$5wvdQxLxy861`fY1)M3TI
zaRJ)jfQpm3sPr|c7OT{fCVshXE)s@aP|Qnh<mK&?YX*(iM3^W}cQnV#5#*bD5;{E(
zvSI1$)gBm*(>dzWJuv`WP!(+s_^k>HMRwxsR+R>OK$Kh=u(1v6@LFw$nr`X&tB9%$
zld7#=kWTw!twoe3N#AO9g&4P=_J~&|K9f;t$fs3$Q#5(e*ZnJcff;qTu8y1D?d%AZ
zUOOcfJz}CdS+|U1tyM%H?Vrd1kM69?-b?)fO-K#ot6xVcyx5ctne6GRr{B-aHM$uX
zMFz*C5(2Oe>OkaaBn4QW0b>1ee7<MmmCN(P&Dmi&4v&`oGtkG57xGLkt95_WX<Q#n
zC&EE)IyC3FWcf4a)}!YY>*c_(YzDh_Wju?9UmNG`>Ew~A{Pf09e3aZ9vF&$sAR4xo
zXUSb{sYk@2wZ7I11Zr_dLrux>m#9Cr9fP|NfQc1bviX8BK7K^bcF8Y0*FVebI}ew{
z+#<gWnD*?33b9z~URL7=z-G7P#FC~I1mULWus@|YL5ygJs%x$k2|VECH~H4uoje8J
z<0v_*1o#zgzg>IDfwbq16t{Wkeu^$jgBLLqmB@1MG5aBxD#lXUxA%EUE*?=z;8NO%
z#NB<<&FnzrFB@Mr1|!qXYt50v>aY>-)`><^`)XoS6~9m-aI*r;-)ChyFmGN4YP8m~
zafvncn(TlJQ-L_3RZEfPw6p_f>rM8ZRGZ?eNOD62YBt9zG(g<AtS|Lndgpn86V<v|
zYra=8L7b5=rhAf?h9n8_&heU9XAFsl)5@Dwkr3B#4UKnVrc_-b!B-pBx<HDZYDhx6
zn@LxhH4;g|di~KF(7Ah0r;yrcoo`8DEa7<><-s<oQFGVY#HQf@k9GqfEGLNm)sw%l
zoz7MZi;fSP>V<M60BMm!EqUgOd)&T}R;>pd_daQaMxIcf4MF{mltVU1WSr%dO>cwF
zyi_1B!u~cTM+qsYIV#@8@A`IYdKzboBFRjZ6b_S=&Qc7~I|Z4ar`l4<yX41lpuZ{L
z?!kslfuNe)`1!5UdW3@k5L0uI=rgi$;}En(PqKC2YHOM;xDhw)L~)eBHu>CEiMu1@
z)4g9}3)=T2kEwb!D)ON?`jIw*PbR0n{x_X+)WMkqK8bPMgKVGM<hssoHLH=?nLH+?
z0y*TYwTeb*EC<e-11%cNJq<(^ILv12i8;8f7_F6nuybBy;}e4+ZbE>69Pg6lXPvXw
zKj6;m-y)o>0`f5}1jNpJL8XvX0(T=xx>bwo>YI*#8W>uWiwI5v$OIWJzmP&^J|r?!
zaD5HaN_hcieVO;+^<_PzV1tG+ajO=-m!4qp&pN7I$d;2$AL^5{@>TSd?w}(Qwd4=9
zt7T!V{d%JJ!WMJpMAH==-+AQslTfTl0p%Hty;AfJ0|O?4TaE0~gng;y@vC7jA<i`^
z1`J=vou^DuQYPt&PbRMRW1GoRNNhtu0>4Z=G~JPjp>o=BrlpGO^Liene(5YrU(RkJ
zaGEM&Hkc!0Imjkjh|+GDLn#S%aVwr{_pN(vrV!nU+bg4UwD9&Qj_}>uc$aX{0rH7R
zJjb6gXL0AbW#>6F@o=-Snbyq4p3|<1+*!XkT?y(&@oyH3erW~xc=VlTJiZZ<gzbc*
zuLMK_Uw9S2!MV54yN51$z8|vY)HfRJ3@~dcK!bDS%VqI}@i&@J(4gnzOhdpmAEu`t
zZZX>RqNN0@SVDiN=8TLE$#e~hRkcW{<n;F_c>%20(Kvn_rJ-E$2)}-m=&EdWpU<XV
z3r&t5!gWD3ks=l2h>@<z^EcQxp}QtEn6^9q$0rg7DJsn%`)A`WFKBxgJYj~?&X&`(
z=f>f%8g$^X13ff;yuWB^3)l0u7F3t6i%Q*=bx(w=u@2U^fFqj;k<+3dPjV{&?ia?L
zAM`n&LVTb01v`ibHI&sPY5|8m0pyaI{qk_|xvh~9u;JbuOo%(?h$pK3UUfpID^rI|
z?x$14$(nw~BQ6{0N$lO@OdGkbeevMRm9tINZq19~xn(HM89ro9Myn}fJy@#WbIR(&
zcZ`#$o+JWyWclDo{ZZ1r`JUwOH0L}?tUG0YC(%j0*ns&l<WPL4h%qHTAW<!;kgbV-
zME19_GtRZPD;~D;BaZN9z{T4=rRwQ1x8zhWd$dokI)q=Gu%HY}5-sxVx-+06)k)0;
zv;*iQ=oR}ghIoHt#Q+`U@KY2ULKB@7K}a*WW75y}VAZ0dRp*=no!dss+M*My$IcuF
z4GSeGdQd$c-QB|DCRS3%B0?4%gNQro)AR#O)P226=sG29U;!zqzQjj=bN$YIhtu|L
zqpo)c@3y%B%GJf0vof-lyZUH#B;5i#P67s#b!=780jjWrgWz%cO-6BrW<%wS`7`$h
zk7*t6uAF27zpY7^_}5`X{KpHdocw;!3P%=k)M5PX#n^2L>1I-N*_7p<R{#=~#C}8H
z$k#ZzKSP7XxV0}^dQ!s>c%Dz(6hJeYLMSyszM4OC2BX`R$L@LH!N;w89uPR0lPIO2
zI(d{Ns$`qGss-~Sj<*F%wWM-XEu-$;9GM-rwbEA06z*eN7v<pJxv#09JCyk%)*9Zn
zu{nJ~?Fhc{C&y_4<q{<3scEw95<8)bKE-WXMx7%1a$>1d6rgs1h8ReF^Ykv*M|w!J
zX4Z8NRhFxe^fRDBuJ9UOS8t=tQ&`D~C0rmrEa@mAkBtzd-HtyF7Ibg6%9G5w%PA5i
zg+J*p%WcRizk^CdBzM9!!tGXB+_k4EmJ($>P^&>bKHhR?Rr|n_>eXsh(YD{o7IS-!
zwnoX1*z$gnXEWf~-S>E0XepLZhi&VaM(BW+T`<E5O&>`^<YZYN`AGDhI}=!lYlYpy
z%cO$tsj%&`%U*gY{0lihwp^p0>A)canKBgB3c?3}C4}qPo!Q@`tMCh7ldmBLDfz|D
zF{5`*`UNqcf_x9J%S_$p<P6c);iD>c8c9vO{(<6VK=>zu;5!4OK<|T2z)MN|Ie3FG
zsU$>F-aeoNP2juN2t#`BwF0)Yxyx4sK7kkNJ@i@WQ=_=omh_v)Q~bVMl`@<oZ_hij
zyjEyA{!qVn3TOfa<hP{pLTk<<CI-aAGrKzTUoj&4va7L;tBE&YRzXhGfhte%C~6bl
z#p`VHK5j+<rXRs7#cQHbf?9r~BaVt0BH<qah|7(%J&`5c-I|8ZX-L1G`{SA5%|D(e
z&zxZ)f=@x68MXNleKwk;c*cEeCPf*4E<s03>#y!ON&=|m?8mZn5AThbGd<E?4%oJX
zLWCY|npvL^2hl7xVdl3m?Ca;|mHco5YWqK+<}rNT;PZzZ=5AY&(zpd&;+!|4E+K*l
zFJv*j#@O;ua20QO9oV{hVdz&I?yaF*>CJU+7|Wp?P4M!Rj1aqiQdV%Yc^td-L=L^;
zy5xa6CPW3uzr(@7WPg{udI*NMBqRH^0|BCk4HF(pr&J4rd`Rf}_#SVB?mvkBfUB}J
z^F2@D<8uE-lRJI6n%Wj16Ih~2xQIJc83%~oz4b%sZA6%0;g;2J<Xccv3+AOT@)G+J
zJc>yZJ{tX{1VFutPsylFm<c;1DDP4OW5|{xIAU}|8c^4MGP6djO~{#Q=gsyQ^<^kv
zI2*J^3y!_IA}}eZ#&%>C2qu~ImEv#7gv?Ho;(I-LEqsN>Pf^PJ7c(hK9Mu}SNc!ND
zREj>SGCwU;J*atFnf~!SFEc40)Cz;2km*AAV@WXK<a63&5@=o0%ORKgFvlHqlBAKF
z4MF5FcY2uQ%te>=#9xX1reIM|K^|HO={eowL4y}h{IrrW@|$Kt#!mf6CWHRtnz5S~
zT|DB@(XzRpaF~c`K0uH9zJBXE`=zUH<3-%_<8|+;?!vZ6<s6wFp32d4`ASw9Ckt4D
z-nFlo8Jy7g+!d_4FKvh(u=3G(J##wp+?mNqg^!KD&TwJBV9Cg~6ar9(pgo{ZzXubN
z3=PV|>6W<o?8jggE#UBoB|A6b%ja%!MueI!8a|xRGjL$twsb1@>UHgGMlV)!Tex$t
z?S)!5{+QGHHCkc?^;1wszh^6K%qsBotY>>=g*R5t&lwJTy}$ow>qM0*kX!ReIpwnX
zDj(leZn$H_k0E$e#^311TF*?Ho7A_jRe5l9DTuTT96EGU{M~Fv_{oT4-IUb>p<4x^
z9ho=u9s0O$1#`+}%SNK6mqDgR-UlF{_FReDd!>D7;Px@UXOQ{UG#MBy=p}J%T}#jm
zKxxb?lB*VMB_W?%AQ)n20@r+{P?rJxbTkgE@J22<$6(W|iBjW_SlL5vJ`vH(#L_JG
zR*M-|X+}T@EpUoG1Ifr6v+-ne+jvs#L@2k4uPadvX=x`sB}N!o;CK3w?=Thi`RM3w
zdEq|-sbU)PuO=r~O2w6J!<%ghep?-Gh0Z#PfMyZ*#-R&3)KR-M9Xz%^p1soNMmBP+
zEJq4Dkh)seZ7<6zcmSc`u=WpzU{r$YO3iOxZp_E!^wM1bDC#p^%khc|+9pHy)0K)8
zVFx{g_f+I;7qetF=64z<(o^_;_2N`yLnv=9bgn@yTD|kkdo?<C@7^Au<+N)l!}>sa
zwoBf4FMR?b0iWeD8$c?~=V18+{>^HIPonSAhi9KptGIPk0_r17Oi-oYV$LFgZ{>Hy
z9zbX6$GZsbkP&Z|6rs^H4%sBS+L@!s4k%rB708($ShPWW^2-O=%`H{LRjx;{O+U4n
zQ?;X+b4_oZ6-K^8UuYF?0%!$|15HacQ+$X|;g+JxtcMZ*BMt1^V8;ZDe2{=j3W^xS
z^fxbo!aWUKB7y_kS=f)S6=7KA7R;K^34NtT%mqV~)(lMj3ZTy25Omy1Y^X0^vx8tc
zh>=Vjqv$M?Ro(n;tmY6SY8DJ3;pJl&*o6XGNm7`BaHt3|r&VtJ5%Q13G3P>aZZ(4C
z`WW-!Wj9)2o|$-#YXLl_8GZ7BM4CA1$vbaE;fA<YT!LyAZ<2V1wDvRpW4MaMCLnHP
zmKH;r?>NKTpg6=_P;juvG&mbnzg)V!7Yka31|5q8yJ7td0~dJFTi48&w~JUTP&m^&
zvxOQ`e*>?Ot6q;Zk<}tmh#Jvw!bq8l8ZFMtp>a@0Ca^eL#8m_%6qINKHQ>s4Ri~aJ
z_J>s+bp0%o4r!As6J`~R?lNqcAT;jt)BGU!+sdq;4OB;-gvd}^;X2A)3FuJ}>uAWA
z=vp@R*@UXhnjo8XP}#jX(z)76C1gjZv^-2AQsA-cYqpa*@J|Iymaa}?_^|g?gihxC
z5{h@DGqbS4K9yJ@64z|FNIrhi$v&i;Dvm&PaOW9Qh}ej>t2(0-O&>MAgS?<EC4$gV
zT~0J%^-Fdzh6>bcigXi;o@yiz&UisCoBvNTGK0#oYeK|pxobMw;hginE~V~F$kwY{
zKhxU&B3f+b=O44`NXjs))+w5`vZ~u4tAg8Cp$k*k@M7SkQCEsxHam%DvqEOffNw{<
zL`OcJ91-J7?Me)LT|vk<9zhzej7ril#UJ0e)I0L^8)GN6ck^YX-c<%|Dmc;-5>~wu
zk_)zptW4eaA`mz_f3EXIOIZ}OorlN|S16Tq$rjrcbV<ise9e<D=Hcf!c503Mwxbz+
zbY!;j8|___G5}{B?R}YfCDd?)K|88BIYkaw$?gA#YD|%u$muDb2{~ShF160&g;v$X
za}d+CCZ(_I8YRaLI#oVP7{5fbw*9h|R~9UwZJLYru>Z9aWBl-j3AEnKoQnHsZ;ofJ
zKf`?D(fW(ZaVnUUj$X`BHm26oAbF8EOZ5bcWYvLMWxLUnzg%gKi{*Okr$ma7qDB^}
zt(C=Ap0DnUD?5X%x{Q95J5{*ewKJ-MorC18+NmW3S&7-DBi6RJKMlUyLC@`SH?ZCh
zB17$1Rk!?>Rj<5I@dR|vPQ3LcMf{t07Y{w*+Hj_)VI+<SirljKO#YTTwni$Ym%(Q=
zh|Mbz?#h7<!b9)i&Ivve*wZSZV{S9`oE1#>U2MB<-o1zZ;<=IJV8b;&PQ1FVr!>@q
zMltmvsis?eQRfsQ`1m2e74?x1ApPgjhaH8j(D}#uO^CrMU0j$@H^zmb-C`QHa4*K6
z7*i$MyVixuduKl_+ubfHrLonbS%bc7`LA)Gxy*4U@X7<h<J^ewEuLt@jA$|y)joWt
zL3lc@;vsPgin5@sXXv=ZxugAi6LQsIQVDA9AjVb@&+R?)WV|uyU6eKF>cxS~PQBf;
zEpI%&fzYW>-IUFv_94~&$_^bz`znk-CRTEz>ya^@hAchQx6K#dz9EZSCB|v6p3kk1
zkQxJFiEDos!ny*{7pQgPte4*-8C{8^qJC3pxJtHn!o61aHQsUZ*T2<Ta+a}2&60Qi
zcHyUX*_t!kf_oYJewCjIJ3Qz|iJ?+ZXj(f`PQ+axY-PmBEEsleS&vh`dx$2(Z0tX$
zLCwazn!PlHU@JThkZEEKP7)gY{+;_1?2t+k%kW{HXzEy$FiCM6ck7}EcqIuT{V6h+
zbL_+H8|;1VHUc*YTx4f~n=htD_<ao&yS_MB<@FFq8l=_r$h~6y_}ypel%b?wP`?r;
z&!`tw*^gKfSyIrKSS_@f=mxa%*c!<Gk)$1dyLFx&e|zqYP2+L!V=kYZhBo$Bz0NGa
z%uU25FsPEZ=m8A68n?a9Nc)L*s`)hGOL>3B+1M=DxC2heGHle3LqMejn?j>X9CAwB
zWhvLjiG1N)=@&@ht2<02RlawrL-Mv@m^ZCZGq(Y?`SCq|?_}w~Y$S9!7t1kLRv`)1
za+Xa;cZy7O)tYy9=Z}p*x3la5lOo28?>~Oz+B1Ri14N6=RF@H{jVvKE+%m;^b$AYF
z^>}ZZk=Nmy<Kkk7mfBS-9nO^fmsTjsrzOkZ8sFfo(<){vx_ySi6Unyv2oSlHF{;Bo
z?Wb`G%Kc!-X`CyINOw1WZ~A~U1JvLVMQ{G<8IP89FLMP2xEy*XFE7_e9i%v!sl~&c
zeX!T`jU-uL;<*BzvnTLgSO{`9Piiw*XkwPMhVVQ*fupn?-=eQhbl*1^OMP&%3x(YN
zczcNdxQs9j2|F6l<>AbNix46<l^gUWT2B*&IgYac(8UHR73>v*Wr`YRpW{)aJf$n`
zRI+TyI@p)&o7Mly`05qT2@}u|octEfyL$Xkh|TP9QN?h`ndV{dfC(q)o{f*fL8VU1
zK~)#O*X&6z;HoD+2U+7FYt6!ghh~=T(#{F(!Y5z2;_q~_-_)7wH4tONMS#3F&|N0R
z@rr|C5y7shE+`JIIFp4%S1!aY<)RrgDoQ+fzB=>V2PdHfb0)9lv+)(e+f0@$tM-%k
zAY>bC6Dq*%A|&5jneT$zfk<P_U_wm4rst^Q7As&otH|0PGOZKPEjsRH@KMbfT@uR#
zyiJo@MsCFL1o||4t?zO5eIzf&p4O!fPgS~=z)cNwKH6QgYrz=VT9-F(Thk_>=lYhQ
z$*~)N)Hnr}JWlJDM4gJAuL9$EReuia&L0yR`Jy7nU-VDvTRuIx*G^N<R8_rD2vD;T
zTFiV2tluqIcV}>rde{@G!OsABd1^N=b@JU++&})Dq2c+qodG?QGwcb!yl}10F~qvC
zz;+uOZlw>0s~*I!j4GrzJ)X=IXy<bawy%;$^1L_0NqIUZ@n@vB(#Ut}`D|pU^gDK@
zi>UJSq3RXF5LX8}|CvkvO|aB#FMqk^J)@-Gz!rL57se!PLRT*-b@E)*8?yhmF-X|H
zA?8Q`8Hu$WRa{jCaB`Wfa@#fP7HBnuaS5?bYPNI{eFOG0fhq{WS`D2bn_34>9CCk-
zp~jm_R4Z|4@S|WDeDqiMQq#CqLKKfFi`NQH6@tayH#P{U8i|0j2*HtHs5B?p@ibLr
z5do6Z4hPA0mcyB0$%ws$w(u=M=OFQkZPQ`spPGwzMX@Wfe-sBG;J@91A<b<qRQ2sW
zauE$BNb)uBdNokdbs2s@cy<EEpChlglO<~W-w?}druo%e*PZrD8xDQ4<0)$PtmU~6
zVKfpIDCL<IjeeJ6bCE^b$Lsw0z@Kj0@+a(9CZ01`jM+35;LV`f;OmIxR<SF;&8*MQ
zJFj&ZX`gOE#y({(xCroPBe~~7;YGB2f9-2-w$dppAW*eRxxrgy{@bU7Kv*EXaQpJM
zPZdjf5`CZF76ex2_xES0iQ7anvkL^N^xiD|9C8XXfs>b~(;7rw=MEm#f~!c}0LJ?Z
z=o{%TW=kAGu?|2be^m5K3zRRU)Y6sdX;@>!dd7U!@N>mmb5Rc~0?TTq_wW;O>rAIr
zhYrWB9PT<$SY{^}%lC(lBBfOVXfA{dI<~dxwwSGl$Fq%*p(uX!e1&*(%<)irTNNB?
z!IAj|;u>-Tv$bdXiYl%B%fw`K=ZSvv)bA6YDQDB)NtaAsh3`8sx-_DLq}d-(;6i@L
zt@wENRHFwVit;ays?=<9chd-36;iXR3PG(}IRzP%)3inxE9D^~l!?euH)ey;$5BLU
zDtl~cyJ_yw76+X|5DS_bwXVnuip^mxl>kwg@<n@lX&TS6Lar&mq0rk@aR?1a4Yg|{
zXa;s=FroD@nCfnUlyEuiZqpt}i98sZxUcBM#%bW9XG#GP1hB|;-@!=TzX=X*Kt?QO
z<X9>JHa?-XqQTtMF>=DJufWmx!UK8AWJ3{b(g$U(EYM}Eioswph=b>;CL-+q_I;kF
zB<<l-XV1wG!F5$ewYJoZ=ntvJOXs6s`XXl`y-jciJ<+Z>5P)3;!LcQj1ymgB4?*I}
zL>xE^wGN=gjW5Q{daDyR>3bml1IxGvJzNP9va&#tqh(i3W7I!`djKm#t_2V$cv9kQ
zha3koQDDk80aN>b)h<|#A@Twc+*J!9cF^_3=XMz2uo-0QlwgF)_o8mV%f$gM2y=P9
z1o+Rex0hE}b|x~G;FrSCVLLcvn$p&Q_AlAco_wa3C||Y=19cZYn<#0pT`^tjftj%9
zfax`oSVaf~cFfkO!D_jk&VJBZ+%r&!wE8z}t1vJTMG&<NOH=uva|WY=&M~;X5@CZk
zBAaW9K4}pu)*j~AW)3PiE<tJ~pkBNg(vFE~5;xl>*!bAnuJ=?+ino))Ge#KCr&0+|
zwy>7-?=yOvwj2Rw`BxD#!b!3W?Dl4;Fl0m?a!F`gtqg493Jh$ZP+y4@EXoQztWjRi
zkaQ>$P~0n6c#EL|1s5eU3U`KTHn9u^0T|{s8v&KE1{-TB_$Mz!i450vlrlEYsjx`g
z6J3g|_f)BRE&^)bXLNMun8<(c<k}3Y5NZ^A&OCu72TQcHng(HAJbnA5&*sPr4t8(*
zl(9c}5F=M#(DPQzQzebQ9R+^V4~4Mi_FOmMvKwYIP}ET(ftIb1V2Dpm6Nbs3ZU8Ub
zYQmtb58qk0u)Mnj>PC{*K*U!LVJ~U6Tl}4!JwX9j-WK-p3wMzE)FxeV_o|n$gGc0#
z4gg9CkGZQ9_3qP29FkQeOs01*2?o@BmD2b3y^G6(Phw~+6;N)|$)Lrflus<owz8A_
zC6WT{K&F%pePnY>6(L!_@^%1AO+&?VF}E3}=EF18bN<;TxhF0wU2)o2B{;USZ%?b%
zeuK7V`Ti3S9}xhFatD99b*%_}&<2GU9654h;GXq+uZDfoO=gtF`?`|?+Xev|&iI*q
zlUV4hRsBWKxYh3;6fCB&*L;sy3+g^SCW9{2D@j~w;QF(@G9yb$Szxt=?cj-xdLuEI
zsWw8o>^Ex>7E*UM_UR9l(n5FK15anYstl*n;xWuJ0t$efSmY%1u&K_P+RG*H_B-If
z4?K-cnhk7J+88IjpZ>8arWQqP0-+cjK=1~wQ%91cPj9tPM@+(m3MW)Izi0nH*BR^t
zHoa>IunHzDc>|dW=9`E}D4kny4qqo7x68eEcLkOgHlvS2+zEbBt|l($DB*+I6|PNY
zFt|6$**jW*D_EgzTCHM1P_v6yl?sT3&%UNLsC_9+@Ny?5A5Z+HKk43acS&Fl#(h!9
zw-t?jWGyyxbk%*oa;c#PM0iy@oh-^10b?lrMJ8UCQQC0s?#GSL*>BhNTI^r=mUz4G
z<FOu})(4C1Qg362)?uJvNgt}k{bAt4E+9#Py2y1+?E|rK^^DOYlU6Et&wK?O*Dw<?
zQX7!^Vz6XnD#)H>R$wVJc*t(GUU*`rlRe+geXn`52C-3CxUR*M80p=gePV(<n8-0B
zX55v<LteDwe=PXTjb^Q&`(8tMX~57NS$>^jyLOJ=y<C2ENjJbdYk3BS4<b^%XdiB<
z{F~1Og{lxa^l=2lbAXlr>3ZYu)pOVK=;F!O)2qJi<<|77vg>-p_UuraCTqS?ssnl!
zTP$;siUNHxEP<uP*-N1<DlS^TrtvP*X{t=s6e5`NiHQg&Q$x2pbX$Duk5d;SyH=i&
zL?awY-y)mx@0l-L;zp@d=;3tJ)L(x@w+2UbwrewDf?|7WC7W^;E=<lafaI%Fhsrcz
zsu_I(vPH6`mQ)Q$X3x|c%*-sOA-nB2$V~8xicH(nf#JID?puynP{!Xd{={O0?_FQU
z7+`8#k7osV4ZKwqR<a9*__I7MXYV-dUbPfka#bTMe9Rd}7SuG^9Klulyr;c19wTn&
zqfcEv7|xg5uRtuF%ps=D23F#WxUC$S2egkJ2QI|SL!^|ee`YI#DU=Kq;~t>X@^#UK
z1b<Qjqy@QG7<?$D`1LRAy3PamuF}$^WWtY~jCIAgf8@{HdcQU0?py-qZ%a}iM8R$S
z(35JX00kd)lC_{M$6Y8jwWR4tW`^(jsRE79&<tmLi7MLP$Q-;As>?nw5)LXWA1&E`
zx|+Z!YxtK|N#%HQtZ&Et#*y7ymK3!?$A9|lfoPQac>9$9N$0)RZkRzd(t(}iV$V*i
zKIl1&Bt-}_b1X<#yYmUwZP-ox4}klRVET`R`xnvsE8>Wm5&n&(IoUWl{@Sd61IK@;
z+<(9PUvwD(_Fwpn{Xd7;ng6R<|GUQZ*Mj}$qJIXQ>@3Xxs~G=xAM3ve*Z;GR?Z4U<
z0rr0s<3C*QUr3Q^{&*wDk*%pGuDyHXw8L<Wn)v@;`nRO}k97Qty8cTY|4#nFkbi4h
k{tgwL&D{TnZ2m=x|1n<wBNq{1x!Ab=<-z{3iwLm)2O23V8UO$Q

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-reg.xml
new file mode 100644
index 00000000..f0fb7c73
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-reg.xml
@@ -0,0 +1,1962 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-024-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='128' subinstr-id='4'/>
+         <instruction instr-id='128' subinstr-id='6'/>
+         <instruction instr-id='128' subinstr-id='8'/>
+         <instruction instr-id='138'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='149' subinstr-id='4'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='160' subinstr-id='4'/>
+         <instruction instr-id='160' subinstr-id='6'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='162' subinstr-id='4'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='175' subinstr-id='2'/>
+         <instruction instr-id='175' subinstr-id='4'/>
+         <instruction instr-id='175' subinstr-id='6'/>
+         <instruction instr-id='175' subinstr-id='8'/>
+         <instruction instr-id='175' subinstr-id='10'/>
+         <instruction instr-id='175' subinstr-id='12'/>
+         <instruction instr-id='175' subinstr-id='14'/>
+         <instruction instr-id='175' subinstr-id='16'/>
+         <instruction instr-id='175' subinstr-id='18'/>
+         <instruction instr-id='175' subinstr-id='20'/>
+         <instruction instr-id='175' subinstr-id='22'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='182' subinstr-id='6'/>
+         <instruction instr-id='182' subinstr-id='8'/>
+         <instruction instr-id='182' subinstr-id='10'/>
+         <instruction instr-id='182' subinstr-id='12'/>
+         <instruction instr-id='182' subinstr-id='14'/>
+         <instruction instr-id='182' subinstr-id='16'/>
+         <instruction instr-id='182' subinstr-id='18'/>
+         <instruction instr-id='182' subinstr-id='20'/>
+         <instruction instr-id='182' subinstr-id='22'/>
+         <instruction instr-id='182' subinstr-id='24'/>
+         <instruction instr-id='182' subinstr-id='26'/>
+         <instruction instr-id='182' subinstr-id='28'/>
+         <instruction instr-id='182' subinstr-id='30'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='184' subinstr-id='8'/>
+         <instruction instr-id='184' subinstr-id='10'/>
+         <instruction instr-id='184' subinstr-id='12'/>
+         <instruction instr-id='184' subinstr-id='14'/>
+         <instruction instr-id='184' subinstr-id='16'/>
+         <instruction instr-id='184' subinstr-id='18'/>
+         <instruction instr-id='184' subinstr-id='20'/>
+         <instruction instr-id='184' subinstr-id='22'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='187' subinstr-id='4'/>
+         <instruction instr-id='187' subinstr-id='6'/>
+         <instruction instr-id='187' subinstr-id='8'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='4'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='190' subinstr-id='8'/>
+         <instruction instr-id='190' subinstr-id='10'/>
+         <instruction instr-id='190' subinstr-id='12'/>
+         <instruction instr-id='190' subinstr-id='14'/>
+         <instruction instr-id='190' subinstr-id='16'/>
+         <instruction instr-id='190' subinstr-id='18'/>
+         <instruction instr-id='190' subinstr-id='20'/>
+         <instruction instr-id='190' subinstr-id='22'/>
+         <instruction instr-id='190' subinstr-id='24'/>
+         <instruction instr-id='190' subinstr-id='26'/>
+         <instruction instr-id='190' subinstr-id='28'/>
+         <instruction instr-id='190' subinstr-id='30'/>
+         <instruction instr-id='190' subinstr-id='32'/>
+         <instruction instr-id='190' subinstr-id='34'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='12'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='192' subinstr-id='16'/>
+         <instruction instr-id='192' subinstr-id='18'/>
+         <instruction instr-id='192' subinstr-id='20'/>
+         <instruction instr-id='192' subinstr-id='22'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='194' subinstr-id='2'/>
+         <instruction instr-id='194' subinstr-id='4'/>
+         <instruction instr-id='194' subinstr-id='6'/>
+         <instruction instr-id='194' subinstr-id='8'/>
+         <instruction instr-id='194' subinstr-id='10'/>
+         <instruction instr-id='194' subinstr-id='12'/>
+         <instruction instr-id='194' subinstr-id='14'/>
+         <instruction instr-id='194' subinstr-id='16'/>
+         <instruction instr-id='194' subinstr-id='18'/>
+         <instruction instr-id='194' subinstr-id='20'/>
+         <instruction instr-id='194' subinstr-id='22'/>
+         <instruction instr-id='194' subinstr-id='24'/>
+         <instruction instr-id='196'/>
+         <instruction instr-id='196' subinstr-id='2'/>
+         <instruction instr-id='196' subinstr-id='4'/>
+         <instruction instr-id='196' subinstr-id='6'/>
+         <instruction instr-id='196' subinstr-id='8'/>
+         <instruction instr-id='196' subinstr-id='10'/>
+         <instruction instr-id='196' subinstr-id='12'/>
+         <instruction instr-id='196' subinstr-id='14'/>
+         <instruction instr-id='196' subinstr-id='16'/>
+         <instruction instr-id='196' subinstr-id='18'/>
+         <instruction instr-id='196' subinstr-id='20'/>
+         <instruction instr-id='196' subinstr-id='22'/>
+         <instruction instr-id='196' subinstr-id='24'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='198' subinstr-id='10'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='200' subinstr-id='2'/>
+         <instruction instr-id='200' subinstr-id='4'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='202' subinstr-id='4'/>
+         <instruction instr-id='202' subinstr-id='6'/>
+         <instruction instr-id='202' subinstr-id='8'/>
+         <instruction instr-id='202' subinstr-id='10'/>
+         <instruction instr-id='202' subinstr-id='12'/>
+         <instruction instr-id='202' subinstr-id='14'/>
+         <instruction instr-id='202' subinstr-id='16'/>
+         <instruction instr-id='202' subinstr-id='18'/>
+         <instruction instr-id='205'/>
+         <instruction instr-id='205' subinstr-id='2'/>
+         <instruction instr-id='205' subinstr-id='4'/>
+         <instruction instr-id='205' subinstr-id='6'/>
+         <instruction instr-id='205' subinstr-id='8'/>
+         <instruction instr-id='205' subinstr-id='10'/>
+         <instruction instr-id='205' subinstr-id='12'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <instruction instr-id='210' subinstr-id='12'/>
+         <instruction instr-id='210' subinstr-id='14'/>
+         <instruction instr-id='210' subinstr-id='16'/>
+         <instruction instr-id='210' subinstr-id='18'/>
+         <instruction instr-id='210' subinstr-id='20'/>
+         <instruction instr-id='210' subinstr-id='22'/>
+         <instruction instr-id='210' subinstr-id='24'/>
+         <instruction instr-id='210' subinstr-id='26'/>
+         <instruction instr-id='210' subinstr-id='28'/>
+         <instruction instr-id='210' subinstr-id='30'/>
+         <instruction instr-id='210' subinstr-id='32'/>
+         <instruction instr-id='210' subinstr-id='34'/>
+         <instruction instr-id='210' subinstr-id='36'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='10'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='212' subinstr-id='18'/>
+         <instruction instr-id='212' subinstr-id='20'/>
+         <instruction instr-id='212' subinstr-id='22'/>
+         <instruction instr-id='214'/>
+         <instruction instr-id='214' subinstr-id='2'/>
+         <instruction instr-id='214' subinstr-id='4'/>
+         <instruction instr-id='214' subinstr-id='6'/>
+         <instruction instr-id='214' subinstr-id='8'/>
+         <instruction instr-id='214' subinstr-id='10'/>
+         <instruction instr-id='214' subinstr-id='12'/>
+         <instruction instr-id='214' subinstr-id='14'/>
+         <instruction instr-id='214' subinstr-id='16'/>
+         <instruction instr-id='214' subinstr-id='18'/>
+         <instruction instr-id='214' subinstr-id='20'/>
+         <instruction instr-id='214' subinstr-id='22'/>
+         <instruction instr-id='214' subinstr-id='24'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='216' subinstr-id='2'/>
+         <instruction instr-id='216' subinstr-id='4'/>
+         <instruction instr-id='216' subinstr-id='6'/>
+         <instruction instr-id='216' subinstr-id='8'/>
+         <instruction instr-id='216' subinstr-id='10'/>
+         <instruction instr-id='216' subinstr-id='12'/>
+         <instruction instr-id='216' subinstr-id='14'/>
+         <instruction instr-id='216' subinstr-id='16'/>
+         <instruction instr-id='216' subinstr-id='18'/>
+         <instruction instr-id='216' subinstr-id='20'/>
+         <instruction instr-id='216' subinstr-id='22'/>
+         <instruction instr-id='216' subinstr-id='24'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='218' subinstr-id='4'/>
+         <instruction instr-id='218' subinstr-id='6'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='228' subinstr-id='18'/>
+         <instruction instr-id='228' subinstr-id='20'/>
+         <instruction instr-id='228' subinstr-id='22'/>
+         <instruction instr-id='228' subinstr-id='24'/>
+         <instruction instr-id='228' subinstr-id='26'/>
+         <instruction instr-id='228' subinstr-id='28'/>
+         <instruction instr-id='228' subinstr-id='30'/>
+         <instruction instr-id='228' subinstr-id='32'/>
+         <instruction instr-id='228' subinstr-id='34'/>
+         <instruction instr-id='228' subinstr-id='36'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='12'/>
+         <instruction instr-id='230' subinstr-id='14'/>
+         <instruction instr-id='230' subinstr-id='16'/>
+         <instruction instr-id='230' subinstr-id='18'/>
+         <instruction instr-id='230' subinstr-id='20'/>
+         <instruction instr-id='230' subinstr-id='22'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='232' subinstr-id='14'/>
+         <instruction instr-id='232' subinstr-id='16'/>
+         <instruction instr-id='232' subinstr-id='18'/>
+         <instruction instr-id='232' subinstr-id='20'/>
+         <instruction instr-id='232' subinstr-id='22'/>
+         <instruction instr-id='232' subinstr-id='24'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='234' subinstr-id='4'/>
+         <instruction instr-id='234' subinstr-id='6'/>
+         <instruction instr-id='234' subinstr-id='8'/>
+         <instruction instr-id='234' subinstr-id='10'/>
+         <instruction instr-id='234' subinstr-id='12'/>
+         <instruction instr-id='234' subinstr-id='14'/>
+         <instruction instr-id='234' subinstr-id='16'/>
+         <instruction instr-id='234' subinstr-id='18'/>
+         <instruction instr-id='234' subinstr-id='20'/>
+         <instruction instr-id='234' subinstr-id='22'/>
+         <instruction instr-id='234' subinstr-id='24'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='10'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='240' subinstr-id='18'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='246' subinstr-id='2'/>
+         <instruction instr-id='246' subinstr-id='4'/>
+         <instruction instr-id='246' subinstr-id='6'/>
+         <instruction instr-id='246' subinstr-id='8'/>
+         <instruction instr-id='246' subinstr-id='10'/>
+         <instruction instr-id='246' subinstr-id='12'/>
+         <instruction instr-id='246' subinstr-id='14'/>
+         <instruction instr-id='246' subinstr-id='16'/>
+         <instruction instr-id='246' subinstr-id='18'/>
+         <instruction instr-id='246' subinstr-id='20'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='12'/>
+         <instruction instr-id='248' subinstr-id='14'/>
+         <instruction instr-id='248' subinstr-id='16'/>
+         <instruction instr-id='248' subinstr-id='18'/>
+         <instruction instr-id='248' subinstr-id='20'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='250' subinstr-id='20'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='252' subinstr-id='6'/>
+         <instruction instr-id='252' subinstr-id='8'/>
+         <instruction instr-id='252' subinstr-id='10'/>
+         <instruction instr-id='252' subinstr-id='12'/>
+         <instruction instr-id='252' subinstr-id='14'/>
+         <instruction instr-id='252' subinstr-id='16'/>
+         <instruction instr-id='252' subinstr-id='18'/>
+         <instruction instr-id='252' subinstr-id='20'/>
+         <instruction instr-id='252' subinstr-id='22'/>
+         <instruction instr-id='252' subinstr-id='24'/>
+         <instruction instr-id='252' subinstr-id='26'/>
+         <instruction instr-id='252' subinstr-id='28'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='258' subinstr-id='4'/>
+         <instruction instr-id='258' subinstr-id='6'/>
+         <instruction instr-id='258' subinstr-id='8'/>
+         <instruction instr-id='258' subinstr-id='10'/>
+         <instruction instr-id='258' subinstr-id='12'/>
+         <instruction instr-id='258' subinstr-id='14'/>
+         <instruction instr-id='258' subinstr-id='16'/>
+         <instruction instr-id='258' subinstr-id='18'/>
+         <instruction instr-id='258' subinstr-id='20'/>
+         <instruction instr-id='258' subinstr-id='22'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='260' subinstr-id='6'/>
+         <instruction instr-id='260' subinstr-id='8'/>
+         <instruction instr-id='260' subinstr-id='10'/>
+         <instruction instr-id='260' subinstr-id='12'/>
+         <instruction instr-id='260' subinstr-id='14'/>
+         <instruction instr-id='260' subinstr-id='16'/>
+         <instruction instr-id='260' subinstr-id='18'/>
+         <instruction instr-id='260' subinstr-id='20'/>
+         <instruction instr-id='260' subinstr-id='22'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='262' subinstr-id='6'/>
+         <instruction instr-id='262' subinstr-id='8'/>
+         <instruction instr-id='262' subinstr-id='10'/>
+         <instruction instr-id='262' subinstr-id='12'/>
+         <instruction instr-id='262' subinstr-id='14'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='264' subinstr-id='18'/>
+         <instruction instr-id='264' subinstr-id='20'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='270' subinstr-id='14'/>
+         <instruction instr-id='270' subinstr-id='16'/>
+         <instruction instr-id='270' subinstr-id='18'/>
+         <instruction instr-id='270' subinstr-id='20'/>
+         <instruction instr-id='270' subinstr-id='22'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='272' subinstr-id='16'/>
+         <instruction instr-id='272' subinstr-id='18'/>
+         <instruction instr-id='272' subinstr-id='20'/>
+         <instruction instr-id='272' subinstr-id='22'/>
+         <instruction instr-id='272' subinstr-id='24'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='274' subinstr-id='20'/>
+         <instruction instr-id='274' subinstr-id='22'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='276' subinstr-id='20'/>
+         <instruction instr-id='276' subinstr-id='22'/>
+         <instruction instr-id='276' subinstr-id='24'/>
+         <instruction instr-id='276' subinstr-id='26'/>
+         <instruction instr-id='276' subinstr-id='28'/>
+         <instruction instr-id='276' subinstr-id='30'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='279' subinstr-id='4'/>
+         <instruction instr-id='279' subinstr-id='6'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='282' subinstr-id='20'/>
+         <instruction instr-id='282' subinstr-id='22'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='284' subinstr-id='16'/>
+         <instruction instr-id='284' subinstr-id='18'/>
+         <instruction instr-id='284' subinstr-id='20'/>
+         <instruction instr-id='284' subinstr-id='22'/>
+         <instruction instr-id='284' subinstr-id='24'/>
+         <instruction instr-id='284' subinstr-id='26'/>
+         <instruction instr-id='284' subinstr-id='28'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='287' subinstr-id='8'/>
+         <instruction instr-id='287' subinstr-id='10'/>
+         <instruction instr-id='287' subinstr-id='12'/>
+         <instruction instr-id='287' subinstr-id='14'/>
+         <instruction instr-id='287' subinstr-id='16'/>
+         <instruction instr-id='287' subinstr-id='18'/>
+         <instruction instr-id='287' subinstr-id='20'/>
+         <instruction instr-id='287' subinstr-id='22'/>
+         <bounding-box x1='36' y1='164' x2='556' y2='703'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='128' subinstr-id='4'/>
+         <instruction instr-id='128' subinstr-id='6'/>
+         <instruction instr-id='128' subinstr-id='8'/>
+         <instruction instr-id='138'/>
+         <instruction instr-id='147'/>
+         <instruction instr-id='149'/>
+         <instruction instr-id='149' subinstr-id='2'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='166' subinstr-id='2'/>
+         <instruction instr-id='168'/>
+         <instruction instr-id='168' subinstr-id='2'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <instruction instr-id='181' subinstr-id='4'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='2'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='185' subinstr-id='4'/>
+         <instruction instr-id='185' subinstr-id='6'/>
+         <instruction instr-id='185' subinstr-id='8'/>
+         <instruction instr-id='185' subinstr-id='10'/>
+         <instruction instr-id='185' subinstr-id='12'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='196'/>
+         <instruction instr-id='196' subinstr-id='2'/>
+         <instruction instr-id='196' subinstr-id='4'/>
+         <instruction instr-id='196' subinstr-id='6'/>
+         <instruction instr-id='196' subinstr-id='8'/>
+         <instruction instr-id='196' subinstr-id='10'/>
+         <instruction instr-id='196' subinstr-id='12'/>
+         <instruction instr-id='196' subinstr-id='14'/>
+         <instruction instr-id='196' subinstr-id='16'/>
+         <instruction instr-id='196' subinstr-id='18'/>
+         <instruction instr-id='196' subinstr-id='20'/>
+         <instruction instr-id='196' subinstr-id='22'/>
+         <instruction instr-id='196' subinstr-id='24'/>
+         <instruction instr-id='196' subinstr-id='26'/>
+         <instruction instr-id='196' subinstr-id='28'/>
+         <instruction instr-id='196' subinstr-id='30'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='198' subinstr-id='10'/>
+         <instruction instr-id='198' subinstr-id='12'/>
+         <instruction instr-id='198' subinstr-id='14'/>
+         <instruction instr-id='198' subinstr-id='16'/>
+         <instruction instr-id='198' subinstr-id='18'/>
+         <instruction instr-id='198' subinstr-id='20'/>
+         <instruction instr-id='198' subinstr-id='22'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='201' subinstr-id='4'/>
+         <instruction instr-id='201' subinstr-id='6'/>
+         <instruction instr-id='201' subinstr-id='8'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='204' subinstr-id='2'/>
+         <instruction instr-id='204' subinstr-id='4'/>
+         <instruction instr-id='204' subinstr-id='6'/>
+         <instruction instr-id='204' subinstr-id='8'/>
+         <instruction instr-id='204' subinstr-id='10'/>
+         <instruction instr-id='204' subinstr-id='12'/>
+         <instruction instr-id='204' subinstr-id='14'/>
+         <instruction instr-id='204' subinstr-id='16'/>
+         <instruction instr-id='204' subinstr-id='18'/>
+         <instruction instr-id='204' subinstr-id='20'/>
+         <instruction instr-id='204' subinstr-id='22'/>
+         <instruction instr-id='204' subinstr-id='24'/>
+         <instruction instr-id='204' subinstr-id='26'/>
+         <instruction instr-id='204' subinstr-id='28'/>
+         <instruction instr-id='204' subinstr-id='30'/>
+         <instruction instr-id='204' subinstr-id='32'/>
+         <instruction instr-id='204' subinstr-id='34'/>
+         <instruction instr-id='204' subinstr-id='36'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='206' subinstr-id='12'/>
+         <instruction instr-id='206' subinstr-id='14'/>
+         <instruction instr-id='206' subinstr-id='16'/>
+         <instruction instr-id='206' subinstr-id='18'/>
+         <instruction instr-id='206' subinstr-id='20'/>
+         <instruction instr-id='206' subinstr-id='22'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='208' subinstr-id='4'/>
+         <instruction instr-id='208' subinstr-id='6'/>
+         <instruction instr-id='208' subinstr-id='8'/>
+         <instruction instr-id='208' subinstr-id='10'/>
+         <instruction instr-id='208' subinstr-id='12'/>
+         <instruction instr-id='208' subinstr-id='14'/>
+         <instruction instr-id='208' subinstr-id='16'/>
+         <instruction instr-id='208' subinstr-id='18'/>
+         <instruction instr-id='208' subinstr-id='20'/>
+         <instruction instr-id='208' subinstr-id='22'/>
+         <instruction instr-id='208' subinstr-id='24'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <instruction instr-id='210' subinstr-id='12'/>
+         <instruction instr-id='210' subinstr-id='14'/>
+         <instruction instr-id='210' subinstr-id='16'/>
+         <instruction instr-id='210' subinstr-id='18'/>
+         <instruction instr-id='210' subinstr-id='20'/>
+         <instruction instr-id='210' subinstr-id='22'/>
+         <instruction instr-id='210' subinstr-id='24'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='10'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='212' subinstr-id='18'/>
+         <instruction instr-id='212' subinstr-id='20'/>
+         <instruction instr-id='212' subinstr-id='22'/>
+         <instruction instr-id='212' subinstr-id='24'/>
+         <instruction instr-id='212' subinstr-id='26'/>
+         <instruction instr-id='212' subinstr-id='28'/>
+         <instruction instr-id='212' subinstr-id='30'/>
+         <instruction instr-id='212' subinstr-id='32'/>
+         <instruction instr-id='212' subinstr-id='34'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='4'/>
+         <instruction instr-id='215' subinstr-id='6'/>
+         <instruction instr-id='215' subinstr-id='8'/>
+         <instruction instr-id='215' subinstr-id='10'/>
+         <instruction instr-id='215' subinstr-id='12'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='10'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='220' subinstr-id='14'/>
+         <instruction instr-id='220' subinstr-id='16'/>
+         <instruction instr-id='220' subinstr-id='18'/>
+         <instruction instr-id='220' subinstr-id='20'/>
+         <instruction instr-id='220' subinstr-id='22'/>
+         <instruction instr-id='220' subinstr-id='24'/>
+         <instruction instr-id='220' subinstr-id='26'/>
+         <instruction instr-id='220' subinstr-id='28'/>
+         <instruction instr-id='220' subinstr-id='30'/>
+         <instruction instr-id='220' subinstr-id='32'/>
+         <instruction instr-id='220' subinstr-id='34'/>
+         <instruction instr-id='220' subinstr-id='36'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='222' subinstr-id='12'/>
+         <instruction instr-id='222' subinstr-id='14'/>
+         <instruction instr-id='222' subinstr-id='16'/>
+         <instruction instr-id='222' subinstr-id='18'/>
+         <instruction instr-id='222' subinstr-id='20'/>
+         <instruction instr-id='222' subinstr-id='22'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='12'/>
+         <instruction instr-id='224' subinstr-id='14'/>
+         <instruction instr-id='224' subinstr-id='16'/>
+         <instruction instr-id='224' subinstr-id='18'/>
+         <instruction instr-id='224' subinstr-id='20'/>
+         <instruction instr-id='224' subinstr-id='22'/>
+         <instruction instr-id='224' subinstr-id='24'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='226' subinstr-id='12'/>
+         <instruction instr-id='226' subinstr-id='14'/>
+         <instruction instr-id='226' subinstr-id='16'/>
+         <instruction instr-id='226' subinstr-id='18'/>
+         <instruction instr-id='226' subinstr-id='20'/>
+         <instruction instr-id='226' subinstr-id='22'/>
+         <instruction instr-id='226' subinstr-id='24'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='228' subinstr-id='18'/>
+         <instruction instr-id='228' subinstr-id='20'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='12'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='234' subinstr-id='4'/>
+         <instruction instr-id='234' subinstr-id='6'/>
+         <instruction instr-id='234' subinstr-id='8'/>
+         <instruction instr-id='234' subinstr-id='10'/>
+         <instruction instr-id='234' subinstr-id='12'/>
+         <instruction instr-id='234' subinstr-id='14'/>
+         <instruction instr-id='234' subinstr-id='16'/>
+         <instruction instr-id='234' subinstr-id='18'/>
+         <instruction instr-id='234' subinstr-id='20'/>
+         <instruction instr-id='234' subinstr-id='22'/>
+         <instruction instr-id='234' subinstr-id='24'/>
+         <instruction instr-id='234' subinstr-id='26'/>
+         <instruction instr-id='234' subinstr-id='28'/>
+         <instruction instr-id='234' subinstr-id='30'/>
+         <instruction instr-id='234' subinstr-id='32'/>
+         <instruction instr-id='234' subinstr-id='34'/>
+         <instruction instr-id='234' subinstr-id='36'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='12'/>
+         <instruction instr-id='236' subinstr-id='14'/>
+         <instruction instr-id='236' subinstr-id='16'/>
+         <instruction instr-id='236' subinstr-id='18'/>
+         <instruction instr-id='236' subinstr-id='20'/>
+         <instruction instr-id='236' subinstr-id='22'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='238' subinstr-id='10'/>
+         <instruction instr-id='238' subinstr-id='12'/>
+         <instruction instr-id='238' subinstr-id='14'/>
+         <instruction instr-id='238' subinstr-id='16'/>
+         <instruction instr-id='238' subinstr-id='18'/>
+         <instruction instr-id='238' subinstr-id='20'/>
+         <instruction instr-id='238' subinstr-id='22'/>
+         <instruction instr-id='238' subinstr-id='24'/>
+         <instruction instr-id='240'/>
+         <instruction instr-id='240' subinstr-id='2'/>
+         <instruction instr-id='240' subinstr-id='4'/>
+         <instruction instr-id='240' subinstr-id='6'/>
+         <instruction instr-id='240' subinstr-id='8'/>
+         <instruction instr-id='240' subinstr-id='10'/>
+         <instruction instr-id='240' subinstr-id='12'/>
+         <instruction instr-id='240' subinstr-id='14'/>
+         <instruction instr-id='240' subinstr-id='16'/>
+         <instruction instr-id='240' subinstr-id='18'/>
+         <instruction instr-id='240' subinstr-id='20'/>
+         <instruction instr-id='240' subinstr-id='22'/>
+         <instruction instr-id='240' subinstr-id='24'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='12'/>
+         <instruction instr-id='242' subinstr-id='14'/>
+         <instruction instr-id='242' subinstr-id='16'/>
+         <instruction instr-id='242' subinstr-id='18'/>
+         <instruction instr-id='242' subinstr-id='20'/>
+         <instruction instr-id='242' subinstr-id='22'/>
+         <instruction instr-id='242' subinstr-id='24'/>
+         <instruction instr-id='242' subinstr-id='26'/>
+         <instruction instr-id='242' subinstr-id='28'/>
+         <instruction instr-id='242' subinstr-id='30'/>
+         <instruction instr-id='242' subinstr-id='32'/>
+         <instruction instr-id='242' subinstr-id='34'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='12'/>
+         <instruction instr-id='248' subinstr-id='14'/>
+         <instruction instr-id='248' subinstr-id='16'/>
+         <instruction instr-id='248' subinstr-id='18'/>
+         <instruction instr-id='248' subinstr-id='20'/>
+         <instruction instr-id='250'/>
+         <instruction instr-id='250' subinstr-id='2'/>
+         <instruction instr-id='250' subinstr-id='4'/>
+         <instruction instr-id='250' subinstr-id='6'/>
+         <instruction instr-id='250' subinstr-id='8'/>
+         <instruction instr-id='250' subinstr-id='10'/>
+         <instruction instr-id='250' subinstr-id='12'/>
+         <instruction instr-id='250' subinstr-id='14'/>
+         <instruction instr-id='250' subinstr-id='16'/>
+         <instruction instr-id='250' subinstr-id='18'/>
+         <instruction instr-id='250' subinstr-id='20'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='252' subinstr-id='6'/>
+         <instruction instr-id='252' subinstr-id='8'/>
+         <instruction instr-id='252' subinstr-id='10'/>
+         <instruction instr-id='252' subinstr-id='12'/>
+         <instruction instr-id='252' subinstr-id='14'/>
+         <instruction instr-id='252' subinstr-id='16'/>
+         <instruction instr-id='252' subinstr-id='18'/>
+         <instruction instr-id='252' subinstr-id='20'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='254' subinstr-id='10'/>
+         <instruction instr-id='254' subinstr-id='12'/>
+         <instruction instr-id='254' subinstr-id='14'/>
+         <instruction instr-id='254' subinstr-id='16'/>
+         <instruction instr-id='254' subinstr-id='18'/>
+         <instruction instr-id='254' subinstr-id='20'/>
+         <instruction instr-id='254' subinstr-id='22'/>
+         <instruction instr-id='254' subinstr-id='24'/>
+         <instruction instr-id='254' subinstr-id='26'/>
+         <instruction instr-id='254' subinstr-id='28'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='260' subinstr-id='6'/>
+         <instruction instr-id='260' subinstr-id='8'/>
+         <instruction instr-id='260' subinstr-id='10'/>
+         <instruction instr-id='260' subinstr-id='12'/>
+         <instruction instr-id='260' subinstr-id='14'/>
+         <instruction instr-id='260' subinstr-id='16'/>
+         <instruction instr-id='260' subinstr-id='18'/>
+         <instruction instr-id='260' subinstr-id='20'/>
+         <instruction instr-id='260' subinstr-id='22'/>
+         <instruction instr-id='262'/>
+         <instruction instr-id='262' subinstr-id='2'/>
+         <instruction instr-id='262' subinstr-id='4'/>
+         <instruction instr-id='262' subinstr-id='6'/>
+         <instruction instr-id='262' subinstr-id='8'/>
+         <instruction instr-id='262' subinstr-id='10'/>
+         <instruction instr-id='262' subinstr-id='12'/>
+         <instruction instr-id='262' subinstr-id='14'/>
+         <instruction instr-id='262' subinstr-id='16'/>
+         <instruction instr-id='262' subinstr-id='18'/>
+         <instruction instr-id='262' subinstr-id='20'/>
+         <instruction instr-id='262' subinstr-id='22'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='266' subinstr-id='10'/>
+         <instruction instr-id='266' subinstr-id='12'/>
+         <instruction instr-id='266' subinstr-id='14'/>
+         <instruction instr-id='266' subinstr-id='16'/>
+         <instruction instr-id='266' subinstr-id='18'/>
+         <instruction instr-id='266' subinstr-id='20'/>
+         <instruction instr-id='266' subinstr-id='22'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='12'/>
+         <instruction instr-id='272' subinstr-id='14'/>
+         <instruction instr-id='272' subinstr-id='16'/>
+         <instruction instr-id='272' subinstr-id='18'/>
+         <instruction instr-id='272' subinstr-id='20'/>
+         <instruction instr-id='272' subinstr-id='22'/>
+         <instruction instr-id='274'/>
+         <instruction instr-id='274' subinstr-id='2'/>
+         <instruction instr-id='274' subinstr-id='4'/>
+         <instruction instr-id='274' subinstr-id='6'/>
+         <instruction instr-id='274' subinstr-id='8'/>
+         <instruction instr-id='274' subinstr-id='10'/>
+         <instruction instr-id='274' subinstr-id='12'/>
+         <instruction instr-id='274' subinstr-id='14'/>
+         <instruction instr-id='274' subinstr-id='16'/>
+         <instruction instr-id='274' subinstr-id='18'/>
+         <instruction instr-id='274' subinstr-id='20'/>
+         <instruction instr-id='274' subinstr-id='22'/>
+         <instruction instr-id='274' subinstr-id='24'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='276' subinstr-id='20'/>
+         <instruction instr-id='276' subinstr-id='22'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='12'/>
+         <instruction instr-id='278' subinstr-id='14'/>
+         <instruction instr-id='278' subinstr-id='16'/>
+         <instruction instr-id='278' subinstr-id='18'/>
+         <instruction instr-id='278' subinstr-id='20'/>
+         <instruction instr-id='278' subinstr-id='22'/>
+         <instruction instr-id='278' subinstr-id='24'/>
+         <instruction instr-id='278' subinstr-id='26'/>
+         <instruction instr-id='278' subinstr-id='28'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='12'/>
+         <instruction instr-id='284' subinstr-id='14'/>
+         <instruction instr-id='284' subinstr-id='16'/>
+         <instruction instr-id='284' subinstr-id='18'/>
+         <instruction instr-id='284' subinstr-id='20'/>
+         <instruction instr-id='284' subinstr-id='22'/>
+         <instruction instr-id='286'/>
+         <instruction instr-id='286' subinstr-id='2'/>
+         <instruction instr-id='286' subinstr-id='4'/>
+         <instruction instr-id='286' subinstr-id='6'/>
+         <instruction instr-id='286' subinstr-id='8'/>
+         <instruction instr-id='286' subinstr-id='10'/>
+         <instruction instr-id='286' subinstr-id='12'/>
+         <instruction instr-id='286' subinstr-id='14'/>
+         <instruction instr-id='286' subinstr-id='16'/>
+         <instruction instr-id='286' subinstr-id='18'/>
+         <instruction instr-id='286' subinstr-id='20'/>
+         <instruction instr-id='286' subinstr-id='22'/>
+         <instruction instr-id='286' subinstr-id='24'/>
+         <instruction instr-id='286' subinstr-id='26'/>
+         <instruction instr-id='286' subinstr-id='28'/>
+         <instruction instr-id='289'/>
+         <instruction instr-id='289' subinstr-id='2'/>
+         <instruction instr-id='289' subinstr-id='4'/>
+         <instruction instr-id='289' subinstr-id='6'/>
+         <instruction instr-id='289' subinstr-id='8'/>
+         <instruction instr-id='289' subinstr-id='10'/>
+         <instruction instr-id='289' subinstr-id='12'/>
+         <instruction instr-id='289' subinstr-id='14'/>
+         <instruction instr-id='289' subinstr-id='16'/>
+         <instruction instr-id='289' subinstr-id='18'/>
+         <instruction instr-id='289' subinstr-id='20'/>
+         <instruction instr-id='289' subinstr-id='22'/>
+         <bounding-box x1='44' y1='175' x2='568' y2='707'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='5'>
+         <instruction instr-id='115'/>
+         <instruction instr-id='115' subinstr-id='2'/>
+         <instruction instr-id='115' subinstr-id='4'/>
+         <instruction instr-id='115' subinstr-id='6'/>
+         <instruction instr-id='115' subinstr-id='8'/>
+         <instruction instr-id='117'/>
+         <instruction instr-id='117' subinstr-id='2'/>
+         <instruction instr-id='119'/>
+         <instruction instr-id='119' subinstr-id='2'/>
+         <instruction instr-id='121'/>
+         <instruction instr-id='123'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='133' subinstr-id='4'/>
+         <instruction instr-id='133' subinstr-id='6'/>
+         <instruction instr-id='133' subinstr-id='8'/>
+         <instruction instr-id='133' subinstr-id='10'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='142' subinstr-id='4'/>
+         <instruction instr-id='142' subinstr-id='6'/>
+         <instruction instr-id='142' subinstr-id='8'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='146' subinstr-id='2'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='148' subinstr-id='12'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='152' subinstr-id='2'/>
+         <instruction instr-id='152' subinstr-id='4'/>
+         <instruction instr-id='152' subinstr-id='6'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='155' subinstr-id='2'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='159' subinstr-id='6'/>
+         <instruction instr-id='159' subinstr-id='8'/>
+         <instruction instr-id='159' subinstr-id='10'/>
+         <instruction instr-id='159' subinstr-id='12'/>
+         <instruction instr-id='159' subinstr-id='14'/>
+         <instruction instr-id='159' subinstr-id='16'/>
+         <instruction instr-id='159' subinstr-id='18'/>
+         <instruction instr-id='159' subinstr-id='20'/>
+         <instruction instr-id='159' subinstr-id='22'/>
+         <instruction instr-id='159' subinstr-id='24'/>
+         <instruction instr-id='159' subinstr-id='26'/>
+         <instruction instr-id='159' subinstr-id='28'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='161' subinstr-id='12'/>
+         <instruction instr-id='161' subinstr-id='14'/>
+         <instruction instr-id='161' subinstr-id='16'/>
+         <instruction instr-id='161' subinstr-id='18'/>
+         <instruction instr-id='161' subinstr-id='20'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='164' subinstr-id='8'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='167' subinstr-id='16'/>
+         <instruction instr-id='167' subinstr-id='18'/>
+         <instruction instr-id='167' subinstr-id='20'/>
+         <instruction instr-id='167' subinstr-id='22'/>
+         <instruction instr-id='167' subinstr-id='24'/>
+         <instruction instr-id='167' subinstr-id='26'/>
+         <instruction instr-id='167' subinstr-id='28'/>
+         <instruction instr-id='167' subinstr-id='30'/>
+         <instruction instr-id='167' subinstr-id='32'/>
+         <instruction instr-id='167' subinstr-id='34'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='169' subinstr-id='16'/>
+         <instruction instr-id='169' subinstr-id='18'/>
+         <instruction instr-id='169' subinstr-id='20'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='171' subinstr-id='4'/>
+         <instruction instr-id='171' subinstr-id='6'/>
+         <instruction instr-id='171' subinstr-id='8'/>
+         <instruction instr-id='171' subinstr-id='10'/>
+         <instruction instr-id='171' subinstr-id='12'/>
+         <instruction instr-id='171' subinstr-id='14'/>
+         <instruction instr-id='171' subinstr-id='16'/>
+         <instruction instr-id='171' subinstr-id='18'/>
+         <instruction instr-id='171' subinstr-id='20'/>
+         <instruction instr-id='171' subinstr-id='22'/>
+         <instruction instr-id='173'/>
+         <instruction instr-id='173' subinstr-id='2'/>
+         <instruction instr-id='173' subinstr-id='4'/>
+         <instruction instr-id='173' subinstr-id='6'/>
+         <instruction instr-id='173' subinstr-id='8'/>
+         <instruction instr-id='173' subinstr-id='10'/>
+         <instruction instr-id='173' subinstr-id='12'/>
+         <instruction instr-id='173' subinstr-id='14'/>
+         <instruction instr-id='173' subinstr-id='16'/>
+         <instruction instr-id='173' subinstr-id='18'/>
+         <instruction instr-id='173' subinstr-id='20'/>
+         <instruction instr-id='173' subinstr-id='22'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='175' subinstr-id='2'/>
+         <instruction instr-id='175' subinstr-id='4'/>
+         <instruction instr-id='175' subinstr-id='6'/>
+         <instruction instr-id='175' subinstr-id='8'/>
+         <instruction instr-id='175' subinstr-id='10'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='177' subinstr-id='4'/>
+         <instruction instr-id='179'/>
+         <instruction instr-id='179' subinstr-id='2'/>
+         <instruction instr-id='179' subinstr-id='4'/>
+         <instruction instr-id='179' subinstr-id='6'/>
+         <instruction instr-id='179' subinstr-id='8'/>
+         <instruction instr-id='179' subinstr-id='10'/>
+         <instruction instr-id='179' subinstr-id='12'/>
+         <instruction instr-id='179' subinstr-id='14'/>
+         <instruction instr-id='179' subinstr-id='16'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='182' subinstr-id='6'/>
+         <instruction instr-id='182' subinstr-id='8'/>
+         <instruction instr-id='182' subinstr-id='10'/>
+         <instruction instr-id='182' subinstr-id='12'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='185' subinstr-id='2'/>
+         <instruction instr-id='187'/>
+         <instruction instr-id='187' subinstr-id='2'/>
+         <instruction instr-id='187' subinstr-id='4'/>
+         <instruction instr-id='187' subinstr-id='6'/>
+         <instruction instr-id='187' subinstr-id='8'/>
+         <instruction instr-id='187' subinstr-id='10'/>
+         <instruction instr-id='187' subinstr-id='12'/>
+         <instruction instr-id='187' subinstr-id='14'/>
+         <instruction instr-id='187' subinstr-id='16'/>
+         <instruction instr-id='187' subinstr-id='18'/>
+         <instruction instr-id='187' subinstr-id='20'/>
+         <instruction instr-id='187' subinstr-id='22'/>
+         <instruction instr-id='187' subinstr-id='24'/>
+         <instruction instr-id='187' subinstr-id='26'/>
+         <instruction instr-id='187' subinstr-id='28'/>
+         <instruction instr-id='187' subinstr-id='30'/>
+         <instruction instr-id='187' subinstr-id='32'/>
+         <instruction instr-id='187' subinstr-id='34'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='189' subinstr-id='8'/>
+         <instruction instr-id='189' subinstr-id='10'/>
+         <instruction instr-id='189' subinstr-id='12'/>
+         <instruction instr-id='189' subinstr-id='14'/>
+         <instruction instr-id='189' subinstr-id='16'/>
+         <instruction instr-id='189' subinstr-id='18'/>
+         <instruction instr-id='189' subinstr-id='20'/>
+         <instruction instr-id='191'/>
+         <instruction instr-id='191' subinstr-id='2'/>
+         <instruction instr-id='191' subinstr-id='4'/>
+         <instruction instr-id='191' subinstr-id='6'/>
+         <instruction instr-id='191' subinstr-id='8'/>
+         <instruction instr-id='191' subinstr-id='10'/>
+         <instruction instr-id='191' subinstr-id='12'/>
+         <instruction instr-id='191' subinstr-id='14'/>
+         <instruction instr-id='191' subinstr-id='16'/>
+         <instruction instr-id='191' subinstr-id='18'/>
+         <instruction instr-id='191' subinstr-id='20'/>
+         <instruction instr-id='191' subinstr-id='22'/>
+         <instruction instr-id='193'/>
+         <instruction instr-id='193' subinstr-id='2'/>
+         <instruction instr-id='193' subinstr-id='4'/>
+         <instruction instr-id='193' subinstr-id='6'/>
+         <instruction instr-id='193' subinstr-id='8'/>
+         <instruction instr-id='193' subinstr-id='10'/>
+         <instruction instr-id='193' subinstr-id='12'/>
+         <instruction instr-id='193' subinstr-id='14'/>
+         <instruction instr-id='193' subinstr-id='16'/>
+         <instruction instr-id='193' subinstr-id='18'/>
+         <instruction instr-id='193' subinstr-id='20'/>
+         <instruction instr-id='193' subinstr-id='22'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='195' subinstr-id='2'/>
+         <instruction instr-id='195' subinstr-id='4'/>
+         <instruction instr-id='195' subinstr-id='6'/>
+         <instruction instr-id='195' subinstr-id='8'/>
+         <instruction instr-id='195' subinstr-id='10'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='197' subinstr-id='2'/>
+         <instruction instr-id='197' subinstr-id='4'/>
+         <instruction instr-id='199'/>
+         <instruction instr-id='199' subinstr-id='2'/>
+         <instruction instr-id='199' subinstr-id='4'/>
+         <instruction instr-id='199' subinstr-id='6'/>
+         <instruction instr-id='199' subinstr-id='8'/>
+         <instruction instr-id='199' subinstr-id='10'/>
+         <instruction instr-id='199' subinstr-id='12'/>
+         <instruction instr-id='199' subinstr-id='14'/>
+         <instruction instr-id='199' subinstr-id='16'/>
+         <instruction instr-id='201'/>
+         <instruction instr-id='201' subinstr-id='2'/>
+         <instruction instr-id='203'/>
+         <instruction instr-id='203' subinstr-id='2'/>
+         <instruction instr-id='203' subinstr-id='4'/>
+         <instruction instr-id='203' subinstr-id='6'/>
+         <instruction instr-id='203' subinstr-id='8'/>
+         <instruction instr-id='203' subinstr-id='10'/>
+         <instruction instr-id='205'/>
+         <instruction instr-id='205' subinstr-id='2'/>
+         <instruction instr-id='205' subinstr-id='4'/>
+         <instruction instr-id='205' subinstr-id='6'/>
+         <instruction instr-id='205' subinstr-id='8'/>
+         <instruction instr-id='205' subinstr-id='10'/>
+         <instruction instr-id='205' subinstr-id='12'/>
+         <instruction instr-id='205' subinstr-id='14'/>
+         <instruction instr-id='205' subinstr-id='16'/>
+         <instruction instr-id='205' subinstr-id='18'/>
+         <instruction instr-id='205' subinstr-id='20'/>
+         <instruction instr-id='205' subinstr-id='22'/>
+         <instruction instr-id='207'/>
+         <instruction instr-id='207' subinstr-id='2'/>
+         <instruction instr-id='207' subinstr-id='4'/>
+         <instruction instr-id='207' subinstr-id='6'/>
+         <instruction instr-id='207' subinstr-id='8'/>
+         <instruction instr-id='207' subinstr-id='10'/>
+         <instruction instr-id='207' subinstr-id='12'/>
+         <instruction instr-id='207' subinstr-id='14'/>
+         <instruction instr-id='207' subinstr-id='16'/>
+         <instruction instr-id='207' subinstr-id='18'/>
+         <instruction instr-id='207' subinstr-id='20'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='209' subinstr-id='4'/>
+         <instruction instr-id='209' subinstr-id='6'/>
+         <instruction instr-id='209' subinstr-id='8'/>
+         <instruction instr-id='209' subinstr-id='10'/>
+         <instruction instr-id='209' subinstr-id='12'/>
+         <instruction instr-id='209' subinstr-id='14'/>
+         <instruction instr-id='209' subinstr-id='16'/>
+         <instruction instr-id='209' subinstr-id='18'/>
+         <instruction instr-id='209' subinstr-id='20'/>
+         <instruction instr-id='209' subinstr-id='22'/>
+         <instruction instr-id='211'/>
+         <instruction instr-id='211' subinstr-id='2'/>
+         <instruction instr-id='211' subinstr-id='4'/>
+         <instruction instr-id='211' subinstr-id='6'/>
+         <instruction instr-id='211' subinstr-id='8'/>
+         <instruction instr-id='211' subinstr-id='10'/>
+         <instruction instr-id='211' subinstr-id='12'/>
+         <instruction instr-id='211' subinstr-id='14'/>
+         <instruction instr-id='211' subinstr-id='16'/>
+         <instruction instr-id='211' subinstr-id='18'/>
+         <instruction instr-id='211' subinstr-id='20'/>
+         <instruction instr-id='211' subinstr-id='22'/>
+         <instruction instr-id='213'/>
+         <instruction instr-id='213' subinstr-id='2'/>
+         <instruction instr-id='213' subinstr-id='4'/>
+         <instruction instr-id='213' subinstr-id='6'/>
+         <instruction instr-id='213' subinstr-id='8'/>
+         <instruction instr-id='213' subinstr-id='10'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='4'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='217' subinstr-id='2'/>
+         <instruction instr-id='217' subinstr-id='4'/>
+         <instruction instr-id='217' subinstr-id='6'/>
+         <instruction instr-id='217' subinstr-id='8'/>
+         <instruction instr-id='217' subinstr-id='10'/>
+         <instruction instr-id='217' subinstr-id='12'/>
+         <instruction instr-id='217' subinstr-id='14'/>
+         <instruction instr-id='217' subinstr-id='16'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='223' subinstr-id='2'/>
+         <instruction instr-id='223' subinstr-id='4'/>
+         <instruction instr-id='223' subinstr-id='6'/>
+         <instruction instr-id='223' subinstr-id='8'/>
+         <instruction instr-id='223' subinstr-id='10'/>
+         <instruction instr-id='223' subinstr-id='12'/>
+         <instruction instr-id='223' subinstr-id='14'/>
+         <instruction instr-id='223' subinstr-id='16'/>
+         <instruction instr-id='223' subinstr-id='18'/>
+         <instruction instr-id='225'/>
+         <instruction instr-id='225' subinstr-id='2'/>
+         <instruction instr-id='225' subinstr-id='4'/>
+         <instruction instr-id='225' subinstr-id='6'/>
+         <instruction instr-id='225' subinstr-id='8'/>
+         <instruction instr-id='225' subinstr-id='10'/>
+         <instruction instr-id='225' subinstr-id='12'/>
+         <instruction instr-id='225' subinstr-id='14'/>
+         <instruction instr-id='225' subinstr-id='16'/>
+         <instruction instr-id='225' subinstr-id='18'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='227' subinstr-id='12'/>
+         <instruction instr-id='227' subinstr-id='14'/>
+         <instruction instr-id='227' subinstr-id='16'/>
+         <instruction instr-id='227' subinstr-id='18'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='229' subinstr-id='6'/>
+         <instruction instr-id='229' subinstr-id='8'/>
+         <instruction instr-id='229' subinstr-id='10'/>
+         <instruction instr-id='229' subinstr-id='12'/>
+         <instruction instr-id='229' subinstr-id='14'/>
+         <instruction instr-id='229' subinstr-id='16'/>
+         <instruction instr-id='229' subinstr-id='18'/>
+         <instruction instr-id='229' subinstr-id='20'/>
+         <instruction instr-id='229' subinstr-id='22'/>
+         <instruction instr-id='229' subinstr-id='24'/>
+         <instruction instr-id='229' subinstr-id='26'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='235'/>
+         <instruction instr-id='235' subinstr-id='2'/>
+         <instruction instr-id='235' subinstr-id='4'/>
+         <instruction instr-id='235' subinstr-id='6'/>
+         <instruction instr-id='235' subinstr-id='8'/>
+         <instruction instr-id='235' subinstr-id='10'/>
+         <instruction instr-id='235' subinstr-id='12'/>
+         <instruction instr-id='235' subinstr-id='14'/>
+         <instruction instr-id='235' subinstr-id='16'/>
+         <instruction instr-id='235' subinstr-id='18'/>
+         <instruction instr-id='235' subinstr-id='20'/>
+         <instruction instr-id='237'/>
+         <instruction instr-id='237' subinstr-id='2'/>
+         <instruction instr-id='237' subinstr-id='4'/>
+         <instruction instr-id='237' subinstr-id='6'/>
+         <instruction instr-id='237' subinstr-id='8'/>
+         <instruction instr-id='237' subinstr-id='10'/>
+         <instruction instr-id='237' subinstr-id='12'/>
+         <instruction instr-id='237' subinstr-id='14'/>
+         <instruction instr-id='237' subinstr-id='16'/>
+         <instruction instr-id='237' subinstr-id='18'/>
+         <instruction instr-id='237' subinstr-id='20'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='239' subinstr-id='8'/>
+         <instruction instr-id='239' subinstr-id='10'/>
+         <instruction instr-id='239' subinstr-id='12'/>
+         <instruction instr-id='239' subinstr-id='14'/>
+         <instruction instr-id='239' subinstr-id='16'/>
+         <instruction instr-id='239' subinstr-id='18'/>
+         <instruction instr-id='239' subinstr-id='20'/>
+         <instruction instr-id='239' subinstr-id='22'/>
+         <instruction instr-id='239' subinstr-id='24'/>
+         <instruction instr-id='239' subinstr-id='26'/>
+         <instruction instr-id='239' subinstr-id='28'/>
+         <instruction instr-id='239' subinstr-id='30'/>
+         <instruction instr-id='239' subinstr-id='32'/>
+         <instruction instr-id='239' subinstr-id='34'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='245' subinstr-id='20'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='12'/>
+         <instruction instr-id='251' subinstr-id='14'/>
+         <instruction instr-id='251' subinstr-id='16'/>
+         <instruction instr-id='251' subinstr-id='18'/>
+         <instruction instr-id='251' subinstr-id='20'/>
+         <instruction instr-id='253'/>
+         <instruction instr-id='253' subinstr-id='2'/>
+         <instruction instr-id='253' subinstr-id='4'/>
+         <instruction instr-id='253' subinstr-id='6'/>
+         <instruction instr-id='253' subinstr-id='8'/>
+         <instruction instr-id='253' subinstr-id='10'/>
+         <instruction instr-id='253' subinstr-id='12'/>
+         <instruction instr-id='253' subinstr-id='14'/>
+         <instruction instr-id='253' subinstr-id='16'/>
+         <instruction instr-id='253' subinstr-id='18'/>
+         <instruction instr-id='253' subinstr-id='20'/>
+         <instruction instr-id='253' subinstr-id='22'/>
+         <instruction instr-id='253' subinstr-id='24'/>
+         <instruction instr-id='253' subinstr-id='26'/>
+         <instruction instr-id='256'/>
+         <instruction instr-id='256' subinstr-id='2'/>
+         <instruction instr-id='256' subinstr-id='4'/>
+         <instruction instr-id='256' subinstr-id='6'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='259' subinstr-id='18'/>
+         <instruction instr-id='259' subinstr-id='20'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='261' subinstr-id='20'/>
+         <instruction instr-id='261' subinstr-id='22'/>
+         <instruction instr-id='261' subinstr-id='24'/>
+         <instruction instr-id='261' subinstr-id='26'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='264' subinstr-id='18'/>
+         <instruction instr-id='264' subinstr-id='20'/>
+         <bounding-box x1='44' y1='130' x2='566' y2='697'/>
+      </region>
+   </table>
+   <table id="4">
+      <region id='2' page='6'>
+         <instruction instr-id='112'/>
+         <instruction instr-id='112' subinstr-id='2'/>
+         <instruction instr-id='112' subinstr-id='4'/>
+         <instruction instr-id='112' subinstr-id='6'/>
+         <instruction instr-id='112' subinstr-id='8'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='122' subinstr-id='2'/>
+         <instruction instr-id='122' subinstr-id='4'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='131' subinstr-id='4'/>
+         <instruction instr-id='131' subinstr-id='6'/>
+         <instruction instr-id='133'/>
+         <instruction instr-id='133' subinstr-id='2'/>
+         <instruction instr-id='133' subinstr-id='4'/>
+         <instruction instr-id='135'/>
+         <instruction instr-id='135' subinstr-id='2'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='137' subinstr-id='4'/>
+         <instruction instr-id='137' subinstr-id='6'/>
+         <instruction instr-id='137' subinstr-id='8'/>
+         <instruction instr-id='137' subinstr-id='10'/>
+         <instruction instr-id='137' subinstr-id='12'/>
+         <instruction instr-id='139'/>
+         <instruction instr-id='139' subinstr-id='2'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='141' subinstr-id='2'/>
+         <instruction instr-id='141' subinstr-id='4'/>
+         <instruction instr-id='141' subinstr-id='6'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='148' subinstr-id='12'/>
+         <instruction instr-id='148' subinstr-id='14'/>
+         <instruction instr-id='148' subinstr-id='16'/>
+         <instruction instr-id='148' subinstr-id='18'/>
+         <instruction instr-id='148' subinstr-id='20'/>
+         <instruction instr-id='148' subinstr-id='22'/>
+         <instruction instr-id='148' subinstr-id='24'/>
+         <instruction instr-id='148' subinstr-id='26'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='6'/>
+         <instruction instr-id='150' subinstr-id='8'/>
+         <instruction instr-id='150' subinstr-id='10'/>
+         <instruction instr-id='150' subinstr-id='12'/>
+         <instruction instr-id='150' subinstr-id='14'/>
+         <instruction instr-id='150' subinstr-id='16'/>
+         <instruction instr-id='150' subinstr-id='18'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='156' subinstr-id='8'/>
+         <instruction instr-id='156' subinstr-id='10'/>
+         <instruction instr-id='156' subinstr-id='12'/>
+         <instruction instr-id='156' subinstr-id='14'/>
+         <instruction instr-id='156' subinstr-id='16'/>
+         <instruction instr-id='156' subinstr-id='18'/>
+         <instruction instr-id='156' subinstr-id='20'/>
+         <instruction instr-id='156' subinstr-id='22'/>
+         <instruction instr-id='156' subinstr-id='24'/>
+         <instruction instr-id='156' subinstr-id='26'/>
+         <instruction instr-id='156' subinstr-id='28'/>
+         <instruction instr-id='156' subinstr-id='30'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='158' subinstr-id='2'/>
+         <instruction instr-id='158' subinstr-id='4'/>
+         <instruction instr-id='158' subinstr-id='6'/>
+         <instruction instr-id='158' subinstr-id='8'/>
+         <instruction instr-id='158' subinstr-id='10'/>
+         <instruction instr-id='158' subinstr-id='12'/>
+         <instruction instr-id='158' subinstr-id='14'/>
+         <instruction instr-id='158' subinstr-id='16'/>
+         <instruction instr-id='158' subinstr-id='18'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='160' subinstr-id='4'/>
+         <instruction instr-id='160' subinstr-id='6'/>
+         <instruction instr-id='160' subinstr-id='8'/>
+         <instruction instr-id='160' subinstr-id='10'/>
+         <instruction instr-id='160' subinstr-id='12'/>
+         <instruction instr-id='160' subinstr-id='14'/>
+         <instruction instr-id='160' subinstr-id='16'/>
+         <instruction instr-id='160' subinstr-id='18'/>
+         <instruction instr-id='160' subinstr-id='20'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='162' subinstr-id='4'/>
+         <instruction instr-id='162' subinstr-id='6'/>
+         <instruction instr-id='162' subinstr-id='8'/>
+         <instruction instr-id='162' subinstr-id='10'/>
+         <instruction instr-id='162' subinstr-id='12'/>
+         <instruction instr-id='162' subinstr-id='14'/>
+         <instruction instr-id='162' subinstr-id='16'/>
+         <instruction instr-id='162' subinstr-id='18'/>
+         <instruction instr-id='162' subinstr-id='20'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='164' subinstr-id='8'/>
+         <instruction instr-id='164' subinstr-id='10'/>
+         <instruction instr-id='164' subinstr-id='12'/>
+         <instruction instr-id='164' subinstr-id='14'/>
+         <instruction instr-id='164' subinstr-id='16'/>
+         <instruction instr-id='164' subinstr-id='18'/>
+         <instruction instr-id='164' subinstr-id='20'/>
+         <instruction instr-id='164' subinstr-id='22'/>
+         <instruction instr-id='164' subinstr-id='24'/>
+         <instruction instr-id='164' subinstr-id='26'/>
+         <instruction instr-id='164' subinstr-id='28'/>
+         <instruction instr-id='164' subinstr-id='30'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='172' subinstr-id='4'/>
+         <instruction instr-id='172' subinstr-id='6'/>
+         <instruction instr-id='172' subinstr-id='8'/>
+         <instruction instr-id='172' subinstr-id='10'/>
+         <instruction instr-id='172' subinstr-id='12'/>
+         <instruction instr-id='172' subinstr-id='14'/>
+         <instruction instr-id='172' subinstr-id='16'/>
+         <instruction instr-id='172' subinstr-id='18'/>
+         <instruction instr-id='172' subinstr-id='20'/>
+         <instruction instr-id='172' subinstr-id='22'/>
+         <instruction instr-id='172' subinstr-id='24'/>
+         <instruction instr-id='172' subinstr-id='26'/>
+         <instruction instr-id='172' subinstr-id='28'/>
+         <instruction instr-id='172' subinstr-id='30'/>
+         <instruction instr-id='172' subinstr-id='32'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='174' subinstr-id='6'/>
+         <instruction instr-id='174' subinstr-id='8'/>
+         <instruction instr-id='174' subinstr-id='10'/>
+         <instruction instr-id='174' subinstr-id='12'/>
+         <instruction instr-id='174' subinstr-id='14'/>
+         <instruction instr-id='174' subinstr-id='16'/>
+         <instruction instr-id='174' subinstr-id='18'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='8'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='176' subinstr-id='12'/>
+         <instruction instr-id='176' subinstr-id='14'/>
+         <instruction instr-id='176' subinstr-id='16'/>
+         <instruction instr-id='176' subinstr-id='18'/>
+         <instruction instr-id='176' subinstr-id='20'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='178' subinstr-id='8'/>
+         <instruction instr-id='178' subinstr-id='10'/>
+         <instruction instr-id='178' subinstr-id='12'/>
+         <instruction instr-id='178' subinstr-id='14'/>
+         <instruction instr-id='178' subinstr-id='16'/>
+         <instruction instr-id='178' subinstr-id='18'/>
+         <instruction instr-id='178' subinstr-id='20'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='180' subinstr-id='4'/>
+         <instruction instr-id='180' subinstr-id='6'/>
+         <instruction instr-id='180' subinstr-id='8'/>
+         <instruction instr-id='180' subinstr-id='10'/>
+         <instruction instr-id='180' subinstr-id='12'/>
+         <instruction instr-id='180' subinstr-id='14'/>
+         <instruction instr-id='180' subinstr-id='16'/>
+         <instruction instr-id='180' subinstr-id='18'/>
+         <instruction instr-id='180' subinstr-id='20'/>
+         <instruction instr-id='180' subinstr-id='22'/>
+         <instruction instr-id='180' subinstr-id='24'/>
+         <instruction instr-id='180' subinstr-id='26'/>
+         <instruction instr-id='180' subinstr-id='28'/>
+         <instruction instr-id='180' subinstr-id='30'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='184' subinstr-id='8'/>
+         <instruction instr-id='184' subinstr-id='10'/>
+         <instruction instr-id='184' subinstr-id='12'/>
+         <instruction instr-id='184' subinstr-id='14'/>
+         <instruction instr-id='184' subinstr-id='16'/>
+         <instruction instr-id='184' subinstr-id='18'/>
+         <instruction instr-id='184' subinstr-id='20'/>
+         <instruction instr-id='184' subinstr-id='22'/>
+         <instruction instr-id='184' subinstr-id='24'/>
+         <instruction instr-id='184' subinstr-id='26'/>
+         <instruction instr-id='184' subinstr-id='28'/>
+         <instruction instr-id='184' subinstr-id='30'/>
+         <instruction instr-id='184' subinstr-id='32'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='186' subinstr-id='8'/>
+         <instruction instr-id='186' subinstr-id='10'/>
+         <instruction instr-id='186' subinstr-id='12'/>
+         <instruction instr-id='186' subinstr-id='14'/>
+         <instruction instr-id='186' subinstr-id='16'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='4'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='190' subinstr-id='8'/>
+         <instruction instr-id='190' subinstr-id='10'/>
+         <instruction instr-id='190' subinstr-id='12'/>
+         <instruction instr-id='190' subinstr-id='14'/>
+         <instruction instr-id='190' subinstr-id='16'/>
+         <instruction instr-id='190' subinstr-id='18'/>
+         <instruction instr-id='190' subinstr-id='20'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='12'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='192' subinstr-id='16'/>
+         <instruction instr-id='192' subinstr-id='18'/>
+         <instruction instr-id='192' subinstr-id='20'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='194' subinstr-id='2'/>
+         <instruction instr-id='194' subinstr-id='4'/>
+         <instruction instr-id='194' subinstr-id='6'/>
+         <instruction instr-id='194' subinstr-id='8'/>
+         <instruction instr-id='194' subinstr-id='10'/>
+         <instruction instr-id='194' subinstr-id='12'/>
+         <instruction instr-id='194' subinstr-id='14'/>
+         <instruction instr-id='194' subinstr-id='16'/>
+         <instruction instr-id='194' subinstr-id='18'/>
+         <instruction instr-id='194' subinstr-id='20'/>
+         <instruction instr-id='194' subinstr-id='22'/>
+         <instruction instr-id='194' subinstr-id='24'/>
+         <instruction instr-id='194' subinstr-id='26'/>
+         <instruction instr-id='194' subinstr-id='28'/>
+         <instruction instr-id='194' subinstr-id='30'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='197' subinstr-id='2'/>
+         <instruction instr-id='197' subinstr-id='4'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='200' subinstr-id='2'/>
+         <instruction instr-id='200' subinstr-id='4'/>
+         <instruction instr-id='200' subinstr-id='6'/>
+         <instruction instr-id='200' subinstr-id='8'/>
+         <instruction instr-id='200' subinstr-id='10'/>
+         <instruction instr-id='200' subinstr-id='12'/>
+         <instruction instr-id='200' subinstr-id='14'/>
+         <instruction instr-id='200' subinstr-id='16'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='202' subinstr-id='4'/>
+         <instruction instr-id='202' subinstr-id='6'/>
+         <instruction instr-id='202' subinstr-id='8'/>
+         <instruction instr-id='202' subinstr-id='10'/>
+         <instruction instr-id='202' subinstr-id='12'/>
+         <instruction instr-id='202' subinstr-id='14'/>
+         <instruction instr-id='202' subinstr-id='16'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='204' subinstr-id='2'/>
+         <instruction instr-id='204' subinstr-id='4'/>
+         <instruction instr-id='204' subinstr-id='6'/>
+         <instruction instr-id='204' subinstr-id='8'/>
+         <instruction instr-id='204' subinstr-id='10'/>
+         <instruction instr-id='204' subinstr-id='12'/>
+         <instruction instr-id='204' subinstr-id='14'/>
+         <instruction instr-id='204' subinstr-id='16'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='206' subinstr-id='12'/>
+         <instruction instr-id='206' subinstr-id='14'/>
+         <instruction instr-id='206' subinstr-id='16'/>
+         <instruction instr-id='206' subinstr-id='18'/>
+         <instruction instr-id='206' subinstr-id='20'/>
+         <instruction instr-id='206' subinstr-id='22'/>
+         <instruction instr-id='206' subinstr-id='24'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='209' subinstr-id='4'/>
+         <instruction instr-id='209' subinstr-id='6'/>
+         <instruction instr-id='209' subinstr-id='8'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='10'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='212' subinstr-id='18'/>
+         <instruction instr-id='214'/>
+         <instruction instr-id='214' subinstr-id='2'/>
+         <instruction instr-id='214' subinstr-id='4'/>
+         <instruction instr-id='214' subinstr-id='6'/>
+         <instruction instr-id='214' subinstr-id='8'/>
+         <instruction instr-id='214' subinstr-id='10'/>
+         <instruction instr-id='214' subinstr-id='12'/>
+         <instruction instr-id='214' subinstr-id='14'/>
+         <instruction instr-id='214' subinstr-id='16'/>
+         <instruction instr-id='214' subinstr-id='18'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='216' subinstr-id='2'/>
+         <instruction instr-id='216' subinstr-id='4'/>
+         <instruction instr-id='216' subinstr-id='6'/>
+         <instruction instr-id='216' subinstr-id='8'/>
+         <instruction instr-id='216' subinstr-id='10'/>
+         <instruction instr-id='216' subinstr-id='12'/>
+         <instruction instr-id='216' subinstr-id='14'/>
+         <instruction instr-id='216' subinstr-id='16'/>
+         <instruction instr-id='216' subinstr-id='18'/>
+         <instruction instr-id='216' subinstr-id='20'/>
+         <instruction instr-id='216' subinstr-id='22'/>
+         <instruction instr-id='216' subinstr-id='24'/>
+         <instruction instr-id='216' subinstr-id='26'/>
+         <instruction instr-id='216' subinstr-id='28'/>
+         <instruction instr-id='216' subinstr-id='30'/>
+         <instruction instr-id='216' subinstr-id='32'/>
+         <instruction instr-id='219'/>
+         <instruction instr-id='219' subinstr-id='2'/>
+         <instruction instr-id='219' subinstr-id='4'/>
+         <instruction instr-id='219' subinstr-id='6'/>
+         <instruction instr-id='219' subinstr-id='8'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='222' subinstr-id='12'/>
+         <instruction instr-id='222' subinstr-id='14'/>
+         <instruction instr-id='222' subinstr-id='16'/>
+         <instruction instr-id='222' subinstr-id='18'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='12'/>
+         <instruction instr-id='224' subinstr-id='14'/>
+         <instruction instr-id='224' subinstr-id='16'/>
+         <instruction instr-id='224' subinstr-id='18'/>
+         <instruction instr-id='224' subinstr-id='20'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='226' subinstr-id='12'/>
+         <instruction instr-id='226' subinstr-id='14'/>
+         <instruction instr-id='226' subinstr-id='16'/>
+         <instruction instr-id='226' subinstr-id='18'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='228' subinstr-id='18'/>
+         <instruction instr-id='228' subinstr-id='20'/>
+         <instruction instr-id='228' subinstr-id='22'/>
+         <instruction instr-id='228' subinstr-id='24'/>
+         <instruction instr-id='228' subinstr-id='26'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='231' subinstr-id='4'/>
+         <instruction instr-id='231' subinstr-id='6'/>
+         <instruction instr-id='234'/>
+         <instruction instr-id='234' subinstr-id='2'/>
+         <instruction instr-id='234' subinstr-id='4'/>
+         <instruction instr-id='234' subinstr-id='6'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='238' subinstr-id='4'/>
+         <instruction instr-id='238' subinstr-id='6'/>
+         <instruction instr-id='238' subinstr-id='8'/>
+         <instruction instr-id='238' subinstr-id='10'/>
+         <instruction instr-id='238' subinstr-id='12'/>
+         <instruction instr-id='238' subinstr-id='14'/>
+         <instruction instr-id='238' subinstr-id='16'/>
+         <instruction instr-id='238' subinstr-id='18'/>
+         <instruction instr-id='238' subinstr-id='20'/>
+         <instruction instr-id='238' subinstr-id='22'/>
+         <instruction instr-id='238' subinstr-id='24'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='241' subinstr-id='2'/>
+         <instruction instr-id='241' subinstr-id='4'/>
+         <instruction instr-id='241' subinstr-id='6'/>
+         <instruction instr-id='241' subinstr-id='8'/>
+         <instruction instr-id='241' subinstr-id='10'/>
+         <instruction instr-id='241' subinstr-id='12'/>
+         <instruction instr-id='241' subinstr-id='14'/>
+         <instruction instr-id='241' subinstr-id='16'/>
+         <instruction instr-id='241' subinstr-id='18'/>
+         <bounding-box x1='35' y1='152' x2='551' y2='697'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-str.xml
new file mode 100644
index 00000000..fb5abc7f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024-str.xml
@@ -0,0 +1,7404 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_us-024-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    <table id="1">
+        <region col-increment="-1" id="1" page="2" row-increment="-1">
+            <cell end-row="3" id="1" start-col="1" start-row="1">
+                <bounding-box x1="36" x2="83" y1="662" y2="670"/>
+                <content>Characteristic</content>
+                <instruction instr-id="128" subinstr-id="0"/>
+                <instruction instr-id="128" subinstr-id="2"/>
+                <instruction instr-id="128" subinstr-id="4"/>
+                <instruction instr-id="128" subinstr-id="6"/>
+                <instruction instr-id="128" subinstr-id="8"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="2" start-row="1">
+                <bounding-box x1="228" x2="245" y1="695" y2="703"/>
+                <content>2007</content>
+                <instruction instr-id="138" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="11" id="1" start-col="7" start-row="1">
+                <bounding-box x1="448" x2="466" y1="695" y2="703"/>
+                <content>2009</content>
+                <instruction instr-id="147" subinstr-id="-1"/>
+            </cell>
+            <cell end-row="3" id="1" start-col="2" start-row="2">
+                <bounding-box x1="130" x2="180" y1="662" y2="679"/>
+                <content>total occupied
+housing units</content>
+                <instruction instr-id="149" subinstr-id="0"/>
+                <instruction instr-id="149" subinstr-id="2"/>
+                <instruction instr-id="149" subinstr-id="4"/>
+                <instruction instr-id="151" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="3" start-row="2">
+                <bounding-box x1="222" x2="310" y1="676" y2="684"/>
+                <content>Inadequate housing units</content>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="2"/>
+                <instruction instr-id="160" subinstr-id="4"/>
+                <instruction instr-id="160" subinstr-id="6"/>
+            </cell>
+            <cell end-row="3" id="1" start-col="7" start-row="2">
+                <bounding-box x1="350" x2="401" y1="662" y2="679"/>
+                <content>Total occupied
+housing units</content>
+                <instruction instr-id="162" subinstr-id="0"/>
+                <instruction instr-id="162" subinstr-id="2"/>
+                <instruction instr-id="162" subinstr-id="4"/>
+                <instruction instr-id="164" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="11" id="1" start-col="8" start-row="2">
+                <bounding-box x1="441" x2="529" y1="676" y2="684"/>
+                <content>Inadequate housing units</content>
+                <instruction instr-id="173" subinstr-id="0"/>
+                <instruction instr-id="173" subinstr-id="2"/>
+                <instruction instr-id="173" subinstr-id="4"/>
+                <instruction instr-id="173" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="193" x2="205" y1="662" y2="670"/>
+                <content>no.</content>
+                <instruction instr-id="175" subinstr-id="0"/>
+                <instruction instr-id="175" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="221" x2="232" y1="662" y2="670"/>
+                <content>(%)</content>
+                <instruction instr-id="175" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="242" x2="294" y1="662" y2="670"/>
+                <content>Unadjusted OR</content>
+                <instruction instr-id="175" subinstr-id="6"/>
+                <instruction instr-id="175" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="307" x2="336" y1="662" y2="670"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="175" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="413" x2="424" y1="662" y2="670"/>
+                <content>no.</content>
+                <instruction instr-id="175" subinstr-id="12"/>
+                <instruction instr-id="175" subinstr-id="14"/>
+            </cell>
+            <cell start-col="9" id="1" start-row="3">
+                <bounding-box x1="441" x2="453" y1="662" y2="670"/>
+                <content>(%)</content>
+                <instruction instr-id="175" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="463" x2="515" y1="662" y2="670"/>
+                <content>Unadjusted OR</content>
+                <instruction instr-id="175" subinstr-id="18"/>
+                <instruction instr-id="175" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="3">
+                <bounding-box x1="528" x2="556" y1="662" y2="670"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="175" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="36" x2="48" y1="648" y2="656"/>
+                <content>Sex</content>
+                <instruction instr-id="178" subinstr-id="0"/>
+                <instruction instr-id="178" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="42" x2="58" y1="636" y2="644"/>
+                <content>Male</content>
+                <instruction instr-id="182" subinstr-id="0"/>
+                <instruction instr-id="182" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="144" x2="166" y1="636" y2="644"/>
+                <content>61,206</content>
+                <instruction instr-id="182" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="191" x2="209" y1="636" y2="644"/>
+                <content>2,862</content>
+                <instruction instr-id="182" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="219" x2="234" y1="636" y2="644"/>
+                <content>(4.7)</content>
+                <instruction instr-id="182" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="262" x2="274" y1="636" y2="644"/>
+                <content>Ref.</content>
+                <instruction instr-id="182" subinstr-id="10"/>
+                <instruction instr-id="182" subinstr-id="12"/>
+                <instruction instr-id="182" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="317" x2="325" y1="636" y2="644"/>
+                <content>—</content>
+                <instruction instr-id="182" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="363" x2="385" y1="636" y2="644"/>
+                <content>60,721</content>
+                <instruction instr-id="182" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="410" x2="428" y1="636" y2="644"/>
+                <content>2,962</content>
+                <instruction instr-id="182" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="443" x2="457" y1="636" y2="644"/>
+                <content>(4.9)</content>
+                <instruction instr-id="182" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="483" x2="495" y1="636" y2="644"/>
+                <content>Ref.</content>
+                <instruction instr-id="182" subinstr-id="24"/>
+                <instruction instr-id="182" subinstr-id="26"/>
+                <instruction instr-id="182" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="538" x2="546" y1="636" y2="644"/>
+                <content>—</content>
+                <instruction instr-id="182" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="42" x2="66" y1="625" y2="633"/>
+                <content>Female</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+                <instruction instr-id="184" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="144" x2="166" y1="625" y2="633"/>
+                <content>49,486</content>
+                <instruction instr-id="184" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="191" x2="209" y1="625" y2="633"/>
+                <content>2,909</content>
+                <instruction instr-id="184" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="219" x2="234" y1="625" y2="633"/>
+                <content>(5.9)</content>
+                <instruction instr-id="184" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="263" x2="273" y1="625" y2="633"/>
+                <content>1.1</content>
+                <instruction instr-id="184" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="307" x2="336" y1="625" y2="633"/>
+                <content>(1.1–1.2)</content>
+                <instruction instr-id="184" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="363" x2="385" y1="625" y2="633"/>
+                <content>51,084</content>
+                <instruction instr-id="184" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="410" x2="428" y1="625" y2="633"/>
+                <content>2,795</content>
+                <instruction instr-id="184" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="443" x2="457" y1="625" y2="633"/>
+                <content>(5.5)</content>
+                <instruction instr-id="184" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="484" x2="494" y1="625" y2="633"/>
+                <content>1.1</content>
+                <instruction instr-id="184" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="528" x2="556" y1="625" y2="633"/>
+                <content>(1.1–1.2)</content>
+                <instruction instr-id="184" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="36" x2="86" y1="613" y2="621"/>
+                <content>Race/Ethnicity</content>
+                <instruction instr-id="187" subinstr-id="0"/>
+                <instruction instr-id="187" subinstr-id="2"/>
+                <instruction instr-id="187" subinstr-id="4"/>
+                <instruction instr-id="187" subinstr-id="6"/>
+                <instruction instr-id="187" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="42" x2="109" y1="601" y2="609"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="190" subinstr-id="0"/>
+                <instruction instr-id="190" subinstr-id="2"/>
+                <instruction instr-id="190" subinstr-id="4"/>
+                <instruction instr-id="190" subinstr-id="6"/>
+                <instruction instr-id="190" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="144" x2="166" y1="601" y2="609"/>
+                <content>78,744</content>
+                <instruction instr-id="190" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="191" x2="209" y1="601" y2="609"/>
+                <content>3,174</content>
+                <instruction instr-id="190" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="219" x2="234" y1="601" y2="609"/>
+                <content>(4.0)</content>
+                <instruction instr-id="190" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="262" x2="274" y1="601" y2="609"/>
+                <content>Ref.</content>
+                <instruction instr-id="190" subinstr-id="16"/>
+                <instruction instr-id="190" subinstr-id="18"/>
+                <instruction instr-id="190" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="317" x2="325" y1="601" y2="609"/>
+                <content>—</content>
+                <instruction instr-id="190" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="363" x2="385" y1="601" y2="609"/>
+                <content>79,333</content>
+                <instruction instr-id="190" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="410" x2="428" y1="601" y2="609"/>
+                <content>3,222</content>
+                <instruction instr-id="190" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="443" x2="457" y1="601" y2="609"/>
+                <content>(4.1)</content>
+                <instruction instr-id="190" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="483" x2="495" y1="601" y2="609"/>
+                <content>Ref.</content>
+                <instruction instr-id="190" subinstr-id="30"/>
+                <instruction instr-id="190" subinstr-id="32"/>
+                <instruction instr-id="190" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="42" x2="71" y1="589" y2="597"/>
+                <content>Hispanic</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+                <instruction instr-id="192" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="144" x2="166" y1="589" y2="597"/>
+                <content>12,609</content>
+                <instruction instr-id="192" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="197" x2="209" y1="589" y2="597"/>
+                <content>966</content>
+                <instruction instr-id="192" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="219" x2="234" y1="589" y2="597"/>
+                <content>(7.7)</content>
+                <instruction instr-id="192" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="263" x2="273" y1="589" y2="597"/>
+                <content>2.0</content>
+                <instruction instr-id="192" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="307" x2="336" y1="589" y2="597"/>
+                <content>(1.7–2.3)</content>
+                <instruction instr-id="192" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="363" x2="385" y1="589" y2="597"/>
+                <content>12,739</content>
+                <instruction instr-id="192" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="416" x2="428" y1="589" y2="597"/>
+                <content>991</content>
+                <instruction instr-id="192" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="9">
+                <bounding-box x1="443" x2="457" y1="589" y2="597"/>
+                <content>(7.8)</content>
+                <instruction instr-id="192" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="9">
+                <bounding-box x1="484" x2="494" y1="589" y2="597"/>
+                <content>2.0</content>
+                <instruction instr-id="192" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="9">
+                <bounding-box x1="528" x2="556" y1="589" y2="597"/>
+                <content>(1.7–2.3)</content>
+                <instruction instr-id="192" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="42" x2="107" y1="577" y2="585"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="194" subinstr-id="0"/>
+                <instruction instr-id="194" subinstr-id="2"/>
+                <instruction instr-id="194" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="144" x2="166" y1="577" y2="585"/>
+                <content>13,437</content>
+                <instruction instr-id="194" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="191" x2="209" y1="577" y2="585"/>
+                <content>1,292</content>
+                <instruction instr-id="194" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="219" x2="234" y1="577" y2="585"/>
+                <content>(9.6)</content>
+                <instruction instr-id="194" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="263" x2="273" y1="577" y2="585"/>
+                <content>2.5</content>
+                <instruction instr-id="194" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="10">
+                <bounding-box x1="307" x2="336" y1="577" y2="585"/>
+                <content>(2.2–3.0)</content>
+                <instruction instr-id="194" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="10">
+                <bounding-box x1="363" x2="385" y1="577" y2="585"/>
+                <content>13,609</content>
+                <instruction instr-id="194" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="10">
+                <bounding-box x1="410" x2="428" y1="577" y2="585"/>
+                <content>1,228</content>
+                <instruction instr-id="194" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="10">
+                <bounding-box x1="443" x2="457" y1="577" y2="585"/>
+                <content>(9.0)</content>
+                <instruction instr-id="194" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="10">
+                <bounding-box x1="484" x2="494" y1="577" y2="585"/>
+                <content>2.3</content>
+                <instruction instr-id="194" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="10">
+                <bounding-box x1="528" x2="556" y1="577" y2="585"/>
+                <content>(2.0–2.7)</content>
+                <instruction instr-id="194" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="42" x2="112" y1="565" y2="573"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="196" subinstr-id="0"/>
+                <instruction instr-id="196" subinstr-id="2"/>
+                <instruction instr-id="196" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="148" x2="166" y1="565" y2="573"/>
+                <content>4,050</content>
+                <instruction instr-id="196" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="197" x2="209" y1="565" y2="573"/>
+                <content>174</content>
+                <instruction instr-id="196" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="219" x2="234" y1="565" y2="573"/>
+                <content>(4.3)</content>
+                <instruction instr-id="196" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="263" x2="273" y1="565" y2="573"/>
+                <content>1.1</content>
+                <instruction instr-id="196" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="11">
+                <bounding-box x1="307" x2="336" y1="565" y2="573"/>
+                <content>(0.8–1.5)</content>
+                <instruction instr-id="196" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="11">
+                <bounding-box x1="367" x2="385" y1="565" y2="573"/>
+                <content>4,181</content>
+                <instruction instr-id="196" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="11">
+                <bounding-box x1="416" x2="428" y1="565" y2="573"/>
+                <content>192</content>
+                <instruction instr-id="196" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="11">
+                <bounding-box x1="443" x2="457" y1="565" y2="573"/>
+                <content>(4.6)</content>
+                <instruction instr-id="196" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="11">
+                <bounding-box x1="484" x2="494" y1="565" y2="573"/>
+                <content>1.1</content>
+                <instruction instr-id="196" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="11">
+                <bounding-box x1="528" x2="556" y1="565" y2="573"/>
+                <content>(0.8–1.5)</content>
+                <instruction instr-id="196" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="42" x2="121" y1="544" y2="561"/>
+                <content>American Indian/Alaska
+Native</content>
+                <instruction instr-id="198" subinstr-id="0"/>
+                <instruction instr-id="198" subinstr-id="2"/>
+                <instruction instr-id="198" subinstr-id="4"/>
+                <instruction instr-id="198" subinstr-id="6"/>
+                <instruction instr-id="198" subinstr-id="8"/>
+                <instruction instr-id="198" subinstr-id="10"/>
+                <instruction instr-id="200" subinstr-id="0"/>
+                <instruction instr-id="200" subinstr-id="2"/>
+                <instruction instr-id="200" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="154" x2="166" y1="553" y2="561"/>
+                <content>707</content>
+                <instruction instr-id="202" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="201" x2="209" y1="553" y2="561"/>
+                <content>51</content>
+                <instruction instr-id="202" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="219" x2="234" y1="553" y2="561"/>
+                <content>(7.2)</content>
+                <instruction instr-id="202" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="263" x2="273" y1="553" y2="561"/>
+                <content>1.8</content>
+                <instruction instr-id="202" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="12">
+                <bounding-box x1="307" x2="336" y1="553" y2="561"/>
+                <content>(1.0–3.5)</content>
+                <instruction instr-id="202" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="12">
+                <bounding-box x1="373" x2="385" y1="553" y2="561"/>
+                <content>730</content>
+                <instruction instr-id="202" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="12">
+                <bounding-box x1="420" x2="428" y1="553" y2="561"/>
+                <content>55</content>
+                <instruction instr-id="202" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="12">
+                <bounding-box x1="443" x2="457" y1="553" y2="561"/>
+                <content>(7.5)</content>
+                <instruction instr-id="202" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="12">
+                <bounding-box x1="484" x2="494" y1="553" y2="561"/>
+                <content>1.9</content>
+                <instruction instr-id="202" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="12">
+                <bounding-box x1="528" x2="556" y1="553" y2="561"/>
+                <content>(1.1–3.4)</content>
+                <instruction instr-id="202" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="36" x2="110" y1="535" y2="543"/>
+                <content>Sex, by race/ethnicity</content>
+                <instruction instr-id="205" subinstr-id="0"/>
+                <instruction instr-id="205" subinstr-id="2"/>
+                <instruction instr-id="205" subinstr-id="4"/>
+                <instruction instr-id="205" subinstr-id="6"/>
+                <instruction instr-id="205" subinstr-id="8"/>
+                <instruction instr-id="205" subinstr-id="10"/>
+                <instruction instr-id="205" subinstr-id="12"/>
+            </cell>
+            <cell  id="1" start-col="1" start-row="14">
+                <bounding-box x1="42" x2="58" y1="523" y2="531"/>
+                <content>Male</content>
+                <instruction instr-id="208" subinstr-id="0"/>
+                <instruction instr-id="208" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="50" x2="117" y1="511" y2="519"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="210" subinstr-id="0"/>
+                <instruction instr-id="210" subinstr-id="2"/>
+                <instruction instr-id="210" subinstr-id="4"/>
+                <instruction instr-id="210" subinstr-id="6"/>
+                <instruction instr-id="210" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="144" x2="166" y1="511" y2="519"/>
+                <content>45,116</content>
+                <instruction instr-id="210" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="191" x2="209" y1="511" y2="519"/>
+                <content>1,638</content>
+                <instruction instr-id="210" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="219" x2="234" y1="511" y2="519"/>
+                <content>(3.6)</content>
+                <instruction instr-id="210" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="262" x2="274" y1="511" y2="519"/>
+                <content>Ref.</content>
+                <instruction instr-id="210" subinstr-id="16"/>
+                <instruction instr-id="210" subinstr-id="18"/>
+                <instruction instr-id="210" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="317" x2="325" y1="511" y2="519"/>
+                <content>—</content>
+                <instruction instr-id="210" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="15">
+                <bounding-box x1="363" x2="385" y1="511" y2="519"/>
+                <content>44,537</content>
+                <instruction instr-id="210" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="410" x2="428" y1="511" y2="519"/>
+                <content>1,704</content>
+                <instruction instr-id="210" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="15">
+                <bounding-box x1="443" x2="457" y1="511" y2="519"/>
+                <content>(3.8)</content>
+                <instruction instr-id="210" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="15">
+                <bounding-box x1="483" x2="495" y1="511" y2="519"/>
+                <content>Ref.</content>
+                <instruction instr-id="210" subinstr-id="30"/>
+                <instruction instr-id="210" subinstr-id="32"/>
+                <instruction instr-id="210" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="15">
+                <bounding-box x1="538" x2="546" y1="511" y2="519"/>
+                <content>—</content>
+                <instruction instr-id="210" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="50" x2="78" y1="499" y2="507"/>
+                <content>Hispanic</content>
+                <instruction instr-id="212" subinstr-id="0"/>
+                <instruction instr-id="212" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="148" x2="166" y1="499" y2="507"/>
+                <content>7,086</content>
+                <instruction instr-id="212" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="197" x2="209" y1="499" y2="507"/>
+                <content>508</content>
+                <instruction instr-id="212" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="219" x2="234" y1="499" y2="507"/>
+                <content>(7.2)</content>
+                <instruction instr-id="212" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="263" x2="273" y1="499" y2="507"/>
+                <content>2.1</content>
+                <instruction instr-id="212" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="307" x2="336" y1="499" y2="507"/>
+                <content>(1.6–2.6)</content>
+                <instruction instr-id="212" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="16">
+                <bounding-box x1="367" x2="385" y1="499" y2="507"/>
+                <content>7,160</content>
+                <instruction instr-id="212" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="16">
+                <bounding-box x1="416" x2="428" y1="499" y2="507"/>
+                <content>577</content>
+                <instruction instr-id="212" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="16">
+                <bounding-box x1="443" x2="457" y1="499" y2="507"/>
+                <content>(8.1)</content>
+                <instruction instr-id="212" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="16">
+                <bounding-box x1="484" x2="494" y1="499" y2="507"/>
+                <content>2.2</content>
+                <instruction instr-id="212" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="16">
+                <bounding-box x1="528" x2="556" y1="499" y2="507"/>
+                <content>(1.8–2.7)</content>
+                <instruction instr-id="212" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="50" x2="115" y1="488" y2="496"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="214" subinstr-id="0"/>
+                <instruction instr-id="214" subinstr-id="2"/>
+                <instruction instr-id="214" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="148" x2="166" y1="488" y2="496"/>
+                <content>5,545</content>
+                <instruction instr-id="214" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="197" x2="209" y1="488" y2="496"/>
+                <content>548</content>
+                <instruction instr-id="214" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="219" x2="234" y1="488" y2="496"/>
+                <content>(9.9)</content>
+                <instruction instr-id="214" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="17">
+                <bounding-box x1="263" x2="273" y1="488" y2="496"/>
+                <content>2.9</content>
+                <instruction instr-id="214" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="17">
+                <bounding-box x1="307" x2="336" y1="488" y2="496"/>
+                <content>(2.3–3.7)</content>
+                <instruction instr-id="214" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="17">
+                <bounding-box x1="367" x2="385" y1="488" y2="496"/>
+                <content>5,520</content>
+                <instruction instr-id="214" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="17">
+                <bounding-box x1="416" x2="428" y1="488" y2="496"/>
+                <content>512</content>
+                <instruction instr-id="214" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="17">
+                <bounding-box x1="443" x2="457" y1="488" y2="496"/>
+                <content>(9.3)</content>
+                <instruction instr-id="214" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="17">
+                <bounding-box x1="484" x2="494" y1="488" y2="496"/>
+                <content>2.6</content>
+                <instruction instr-id="214" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="17">
+                <bounding-box x1="528" x2="556" y1="488" y2="496"/>
+                <content>(2.1–3.2)</content>
+                <instruction instr-id="214" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="50" x2="120" y1="476" y2="484"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="216" subinstr-id="0"/>
+                <instruction instr-id="216" subinstr-id="2"/>
+                <instruction instr-id="216" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="148" x2="166" y1="476" y2="484"/>
+                <content>2,536</content>
+                <instruction instr-id="216" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="201" x2="209" y1="476" y2="484"/>
+                <content>95</content>
+                <instruction instr-id="216" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="219" x2="234" y1="476" y2="484"/>
+                <content>(3.7)</content>
+                <instruction instr-id="216" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="18">
+                <bounding-box x1="263" x2="273" y1="476" y2="484"/>
+                <content>1.0</content>
+                <instruction instr-id="216" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="18">
+                <bounding-box x1="307" x2="336" y1="476" y2="484"/>
+                <content>(0.7–1.6)</content>
+                <instruction instr-id="216" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="18">
+                <bounding-box x1="367" x2="385" y1="476" y2="484"/>
+                <content>2,577</content>
+                <instruction instr-id="216" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="18">
+                <bounding-box x1="416" x2="428" y1="476" y2="484"/>
+                <content>117</content>
+                <instruction instr-id="216" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="18">
+                <bounding-box x1="443" x2="457" y1="476" y2="484"/>
+                <content>(4.6)</content>
+                <instruction instr-id="216" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="18">
+                <bounding-box x1="484" x2="494" y1="476" y2="484"/>
+                <content>1.2</content>
+                <instruction instr-id="216" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="18">
+                <bounding-box x1="528" x2="556" y1="476" y2="484"/>
+                <content>(0.8–1.7)</content>
+                <instruction instr-id="216" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="50" x2="107" y1="455" y2="472"/>
+                <content>American Indian/
+Alaska Native</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+                <instruction instr-id="218" subinstr-id="4"/>
+                <instruction instr-id="218" subinstr-id="6"/>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+                <instruction instr-id="220" subinstr-id="4"/>
+                <instruction instr-id="220" subinstr-id="6"/>
+                <instruction instr-id="220" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="154" x2="166" y1="464" y2="472"/>
+                <content>348</content>
+                <instruction instr-id="222" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="201" x2="209" y1="464" y2="472"/>
+                <content>18</content>
+                <instruction instr-id="222" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="219" x2="234" y1="464" y2="472"/>
+                <content>(5.3)</content>
+                <instruction instr-id="222" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="19">
+                <bounding-box x1="263" x2="273" y1="464" y2="472"/>
+                <content>1.5</content>
+                <instruction instr-id="222" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="19">
+                <bounding-box x1="307" x2="336" y1="464" y2="472"/>
+                <content>(0.6–3.9)</content>
+                <instruction instr-id="222" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="19">
+                <bounding-box x1="373" x2="385" y1="464" y2="472"/>
+                <content>352</content>
+                <instruction instr-id="224" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="19">
+                <bounding-box x1="420" x2="428" y1="464" y2="472"/>
+                <content>27</content>
+                <instruction instr-id="224" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="19">
+                <bounding-box x1="443" x2="457" y1="464" y2="472"/>
+                <content>(7.8)</content>
+                <instruction instr-id="224" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="19">
+                <bounding-box x1="484" x2="494" y1="464" y2="472"/>
+                <content>2.1</content>
+                <instruction instr-id="224" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="19">
+                <bounding-box x1="528" x2="556" y1="464" y2="472"/>
+                <content>(0.9–4.8)</content>
+                <instruction instr-id="224" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="44" x2="68" y1="445" y2="453"/>
+                <content>Female</content>
+                <instruction instr-id="226" subinstr-id="0"/>
+                <instruction instr-id="226" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="50" x2="117" y1="434" y2="442"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+                <instruction instr-id="228" subinstr-id="4"/>
+                <instruction instr-id="228" subinstr-id="6"/>
+                <instruction instr-id="228" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="144" x2="166" y1="434" y2="442"/>
+                <content>33,628</content>
+                <instruction instr-id="228" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="191" x2="209" y1="434" y2="442"/>
+                <content>1,536</content>
+                <instruction instr-id="228" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="219" x2="234" y1="434" y2="442"/>
+                <content>(4.6)</content>
+                <instruction instr-id="228" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="21">
+                <bounding-box x1="262" x2="274" y1="434" y2="442"/>
+                <content>Ref.</content>
+                <instruction instr-id="228" subinstr-id="16"/>
+                <instruction instr-id="228" subinstr-id="18"/>
+                <instruction instr-id="228" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="21">
+                <bounding-box x1="317" x2="325" y1="434" y2="442"/>
+                <content>—</content>
+                <instruction instr-id="228" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="21">
+                <bounding-box x1="363" x2="385" y1="434" y2="442"/>
+                <content>34,795</content>
+                <instruction instr-id="228" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="21">
+                <bounding-box x1="410" x2="428" y1="434" y2="442"/>
+                <content>1,518</content>
+                <instruction instr-id="228" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="21">
+                <bounding-box x1="443" x2="457" y1="434" y2="442"/>
+                <content>(4.4)</content>
+                <instruction instr-id="228" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="21">
+                <bounding-box x1="483" x2="495" y1="434" y2="442"/>
+                <content>Ref.</content>
+                <instruction instr-id="228" subinstr-id="30"/>
+                <instruction instr-id="228" subinstr-id="32"/>
+                <instruction instr-id="228" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="21">
+                <bounding-box x1="538" x2="546" y1="434" y2="442"/>
+                <content>—</content>
+                <instruction instr-id="228" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="50" x2="78" y1="422" y2="430"/>
+                <content>Hispanic</content>
+                <instruction instr-id="230" subinstr-id="0"/>
+                <instruction instr-id="230" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="148" x2="166" y1="422" y2="430"/>
+                <content>5,523</content>
+                <instruction instr-id="230" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="197" x2="209" y1="422" y2="430"/>
+                <content>458</content>
+                <instruction instr-id="230" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="219" x2="234" y1="422" y2="430"/>
+                <content>(8.3)</content>
+                <instruction instr-id="230" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="22">
+                <bounding-box x1="263" x2="273" y1="422" y2="430"/>
+                <content>1.9</content>
+                <instruction instr-id="230" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="22">
+                <bounding-box x1="307" x2="336" y1="422" y2="430"/>
+                <content>(1.5–2.4)</content>
+                <instruction instr-id="230" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="22">
+                <bounding-box x1="367" x2="385" y1="422" y2="430"/>
+                <content>5,580</content>
+                <instruction instr-id="230" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="22">
+                <bounding-box x1="416" x2="428" y1="422" y2="430"/>
+                <content>414</content>
+                <instruction instr-id="230" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="22">
+                <bounding-box x1="443" x2="457" y1="422" y2="430"/>
+                <content>(7.4)</content>
+                <instruction instr-id="230" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="22">
+                <bounding-box x1="484" x2="494" y1="422" y2="430"/>
+                <content>1.8</content>
+                <instruction instr-id="230" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="22">
+                <bounding-box x1="528" x2="556" y1="422" y2="430"/>
+                <content>(1.4–2.2)</content>
+                <instruction instr-id="230" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="50" x2="115" y1="410" y2="418"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+                <instruction instr-id="232" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="148" x2="166" y1="410" y2="418"/>
+                <content>7,892</content>
+                <instruction instr-id="232" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="197" x2="209" y1="410" y2="418"/>
+                <content>744</content>
+                <instruction instr-id="232" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="219" x2="234" y1="410" y2="418"/>
+                <content>(9.4)</content>
+                <instruction instr-id="232" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="23">
+                <bounding-box x1="263" x2="273" y1="410" y2="418"/>
+                <content>2.2</content>
+                <instruction instr-id="232" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="23">
+                <bounding-box x1="307" x2="336" y1="410" y2="418"/>
+                <content>(1.8–2.7)</content>
+                <instruction instr-id="232" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="23">
+                <bounding-box x1="367" x2="385" y1="410" y2="418"/>
+                <content>8,090</content>
+                <instruction instr-id="232" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="23">
+                <bounding-box x1="416" x2="428" y1="410" y2="418"/>
+                <content>716</content>
+                <instruction instr-id="232" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="23">
+                <bounding-box x1="443" x2="457" y1="410" y2="418"/>
+                <content>(8.9)</content>
+                <instruction instr-id="232" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="23">
+                <bounding-box x1="484" x2="494" y1="410" y2="418"/>
+                <content>2.1</content>
+                <instruction instr-id="232" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="23">
+                <bounding-box x1="528" x2="556" y1="410" y2="418"/>
+                <content>(1.8–2.6)</content>
+                <instruction instr-id="232" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="50" x2="120" y1="398" y2="406"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="234" subinstr-id="0"/>
+                <instruction instr-id="234" subinstr-id="2"/>
+                <instruction instr-id="234" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="148" x2="166" y1="398" y2="406"/>
+                <content>1,514</content>
+                <instruction instr-id="234" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="201" x2="209" y1="398" y2="406"/>
+                <content>79</content>
+                <instruction instr-id="234" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="219" x2="234" y1="398" y2="406"/>
+                <content>(5.2)</content>
+                <instruction instr-id="234" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="24">
+                <bounding-box x1="263" x2="273" y1="398" y2="406"/>
+                <content>1.2</content>
+                <instruction instr-id="234" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="24">
+                <bounding-box x1="307" x2="336" y1="398" y2="406"/>
+                <content>(0.7–2.0)</content>
+                <instruction instr-id="234" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="24">
+                <bounding-box x1="367" x2="385" y1="398" y2="406"/>
+                <content>1,604</content>
+                <instruction instr-id="234" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="24">
+                <bounding-box x1="420" x2="428" y1="398" y2="406"/>
+                <content>75</content>
+                <instruction instr-id="234" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="24">
+                <bounding-box x1="443" x2="457" y1="398" y2="406"/>
+                <content>(4.7)</content>
+                <instruction instr-id="234" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="24">
+                <bounding-box x1="484" x2="494" y1="398" y2="406"/>
+                <content>1.1</content>
+                <instruction instr-id="234" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="24">
+                <bounding-box x1="528" x2="556" y1="398" y2="406"/>
+                <content>(0.7–1.8)</content>
+                <instruction instr-id="234" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="50" x2="107" y1="377" y2="394"/>
+                <content>American Indian/
+Alaska Native</content>
+                <instruction instr-id="236" subinstr-id="0"/>
+                <instruction instr-id="236" subinstr-id="2"/>
+                <instruction instr-id="236" subinstr-id="4"/>
+                <instruction instr-id="236" subinstr-id="6"/>
+                <instruction instr-id="238" subinstr-id="0"/>
+                <instruction instr-id="238" subinstr-id="2"/>
+                <instruction instr-id="238" subinstr-id="4"/>
+                <instruction instr-id="238" subinstr-id="6"/>
+                <instruction instr-id="238" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="154" x2="166" y1="386" y2="394"/>
+                <content>359</content>
+                <instruction instr-id="240" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="201" x2="209" y1="386" y2="394"/>
+                <content>32</content>
+                <instruction instr-id="240" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="219" x2="234" y1="386" y2="394"/>
+                <content>(9.0)</content>
+                <instruction instr-id="240" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="25">
+                <bounding-box x1="263" x2="273" y1="386" y2="394"/>
+                <content>2.1</content>
+                <instruction instr-id="240" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="25">
+                <bounding-box x1="307" x2="336" y1="386" y2="394"/>
+                <content>(0.9–4.8)</content>
+                <instruction instr-id="240" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="25">
+                <bounding-box x1="373" x2="385" y1="386" y2="394"/>
+                <content>378</content>
+                <instruction instr-id="240" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="25">
+                <bounding-box x1="420" x2="428" y1="386" y2="394"/>
+                <content>27</content>
+                <instruction instr-id="240" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="25">
+                <bounding-box x1="443" x2="457" y1="386" y2="394"/>
+                <content>(7.2)</content>
+                <instruction instr-id="240" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="25">
+                <bounding-box x1="484" x2="494" y1="386" y2="394"/>
+                <content>1.7</content>
+                <instruction instr-id="240" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="25">
+                <bounding-box x1="528" x2="556" y1="386" y2="394"/>
+                <content>(0.7–3.9)</content>
+                <instruction instr-id="240" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="36" x2="99" y1="368" y2="376"/>
+                <content>Annual income ($)</content>
+                <instruction instr-id="243" subinstr-id="0"/>
+                <instruction instr-id="243" subinstr-id="2"/>
+                <instruction instr-id="243" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="42" x2="69" y1="356" y2="364"/>
+                <content>≤24,999</content>
+                <instruction instr-id="246" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="144" x2="166" y1="356" y2="364"/>
+                <content>46,912</content>
+                <instruction instr-id="246" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="191" x2="209" y1="356" y2="364"/>
+                <content>2,771</content>
+                <instruction instr-id="246" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="219" x2="234" y1="356" y2="364"/>
+                <content>(9.4)</content>
+                <instruction instr-id="246" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="27">
+                <bounding-box x1="263" x2="273" y1="356" y2="364"/>
+                <content>4.9</content>
+                <instruction instr-id="246" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="27">
+                <bounding-box x1="307" x2="336" y1="356" y2="364"/>
+                <content>(4.1–5.9)</content>
+                <instruction instr-id="246" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="27">
+                <bounding-box x1="363" x2="385" y1="356" y2="364"/>
+                <content>49,240</content>
+                <instruction instr-id="246" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="27">
+                <bounding-box x1="410" x2="428" y1="356" y2="364"/>
+                <content>2,615</content>
+                <instruction instr-id="246" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="27">
+                <bounding-box x1="443" x2="457" y1="356" y2="364"/>
+                <content>(8.5)</content>
+                <instruction instr-id="246" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="27">
+                <bounding-box x1="484" x2="494" y1="356" y2="364"/>
+                <content>3.8</content>
+                <instruction instr-id="246" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="27">
+                <bounding-box x1="528" x2="556" y1="356" y2="364"/>
+                <content>(3.2–4.6)</content>
+                <instruction instr-id="246" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="42" x2="90" y1="344" y2="352"/>
+                <content>25,000–49,999</content>
+                <instruction instr-id="248" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="144" x2="166" y1="344" y2="352"/>
+                <content>31,170</content>
+                <instruction instr-id="248" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="191" x2="209" y1="344" y2="352"/>
+                <content>1,650</content>
+                <instruction instr-id="248" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="219" x2="234" y1="344" y2="352"/>
+                <content>(5.3)</content>
+                <instruction instr-id="248" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="28">
+                <bounding-box x1="263" x2="273" y1="344" y2="352"/>
+                <content>2.6</content>
+                <instruction instr-id="248" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="28">
+                <bounding-box x1="307" x2="336" y1="344" y2="352"/>
+                <content>(2.2–3.2)</content>
+                <instruction instr-id="248" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="28">
+                <bounding-box x1="363" x2="385" y1="344" y2="352"/>
+                <content>29,757</content>
+                <instruction instr-id="248" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="28">
+                <bounding-box x1="410" x2="428" y1="344" y2="352"/>
+                <content>1,711</content>
+                <instruction instr-id="248" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="28">
+                <bounding-box x1="443" x2="457" y1="344" y2="352"/>
+                <content>(5.7)</content>
+                <instruction instr-id="248" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="28">
+                <bounding-box x1="484" x2="494" y1="344" y2="352"/>
+                <content>2.5</content>
+                <instruction instr-id="248" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="28">
+                <bounding-box x1="528" x2="556" y1="344" y2="352"/>
+                <content>(2.1–3.1)</content>
+                <instruction instr-id="248" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="42" x2="90" y1="332" y2="340"/>
+                <content>50,000–74,999</content>
+                <instruction instr-id="250" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="29">
+                <bounding-box x1="144" x2="166" y1="332" y2="340"/>
+                <content>18,985</content>
+                <instruction instr-id="250" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="29">
+                <bounding-box x1="197" x2="209" y1="332" y2="340"/>
+                <content>700</content>
+                <instruction instr-id="250" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="29">
+                <bounding-box x1="219" x2="234" y1="332" y2="340"/>
+                <content>(3.7)</content>
+                <instruction instr-id="250" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="29">
+                <bounding-box x1="263" x2="273" y1="332" y2="340"/>
+                <content>1.8</content>
+                <instruction instr-id="250" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="29">
+                <bounding-box x1="307" x2="336" y1="332" y2="340"/>
+                <content>(1.4–2.3)</content>
+                <instruction instr-id="250" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="29">
+                <bounding-box x1="363" x2="385" y1="332" y2="340"/>
+                <content>18,557</content>
+                <instruction instr-id="250" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="29">
+                <bounding-box x1="416" x2="428" y1="332" y2="340"/>
+                <content>663</content>
+                <instruction instr-id="250" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="29">
+                <bounding-box x1="443" x2="457" y1="332" y2="340"/>
+                <content>(3.6)</content>
+                <instruction instr-id="250" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="29">
+                <bounding-box x1="484" x2="494" y1="332" y2="340"/>
+                <content>1.5</content>
+                <instruction instr-id="250" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="29">
+                <bounding-box x1="528" x2="556" y1="332" y2="340"/>
+                <content>(1.2–1.9)</content>
+                <instruction instr-id="250" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="42" x2="69" y1="320" y2="328"/>
+                <content>≥75,000</content>
+                <instruction instr-id="252" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="30">
+                <bounding-box x1="144" x2="166" y1="320" y2="328"/>
+                <content>31,137</content>
+                <instruction instr-id="252" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="30">
+                <bounding-box x1="197" x2="209" y1="320" y2="328"/>
+                <content>650</content>
+                <instruction instr-id="252" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="30">
+                <bounding-box x1="219" x2="234" y1="320" y2="328"/>
+                <content>(2.1)</content>
+                <instruction instr-id="252" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="30">
+                <bounding-box x1="262" x2="274" y1="320" y2="328"/>
+                <content>Ref.</content>
+                <instruction instr-id="252" subinstr-id="8"/>
+                <instruction instr-id="252" subinstr-id="10"/>
+                <instruction instr-id="252" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="30">
+                <bounding-box x1="317" x2="325" y1="320" y2="328"/>
+                <content>—</content>
+                <instruction instr-id="252" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="30">
+                <bounding-box x1="363" x2="385" y1="320" y2="328"/>
+                <content>32,558</content>
+                <instruction instr-id="252" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="30">
+                <bounding-box x1="416" x2="428" y1="320" y2="328"/>
+                <content>768</content>
+                <instruction instr-id="252" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="30">
+                <bounding-box x1="443" x2="457" y1="320" y2="328"/>
+                <content>(2.4)</content>
+                <instruction instr-id="252" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="30">
+                <bounding-box x1="483" x2="495" y1="320" y2="328"/>
+                <content>Ref.</content>
+                <instruction instr-id="252" subinstr-id="22"/>
+                <instruction instr-id="252" subinstr-id="24"/>
+                <instruction instr-id="252" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="30">
+                <bounding-box x1="538" x2="546" y1="320" y2="328"/>
+                <content>—</content>
+                <instruction instr-id="252" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="36" x2="89" y1="308" y2="316"/>
+                <content>Education level</content>
+                <instruction instr-id="255" subinstr-id="0"/>
+                <instruction instr-id="255" subinstr-id="2"/>
+                <instruction instr-id="255" subinstr-id="4"/>
+                <instruction instr-id="255" subinstr-id="6"/>
+                <instruction instr-id="255" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="42" x2="113" y1="297" y2="305"/>
+                <content>Less than high school</content>
+                <instruction instr-id="258" subinstr-id="0"/>
+                <instruction instr-id="258" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="32">
+                <bounding-box x1="144" x2="166" y1="297" y2="305"/>
+                <content>16,779</content>
+                <instruction instr-id="258" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="32">
+                <bounding-box x1="191" x2="209" y1="297" y2="305"/>
+                <content>1,507</content>
+                <instruction instr-id="258" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="32">
+                <bounding-box x1="219" x2="234" y1="297" y2="305"/>
+                <content>(9.0)</content>
+                <instruction instr-id="258" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="32">
+                <bounding-box x1="263" x2="273" y1="297" y2="305"/>
+                <content>2.2</content>
+                <instruction instr-id="258" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="32">
+                <bounding-box x1="307" x2="336" y1="297" y2="305"/>
+                <content>(1.9–2.6)</content>
+                <instruction instr-id="258" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="32">
+                <bounding-box x1="363" x2="385" y1="297" y2="305"/>
+                <content>15,229</content>
+                <instruction instr-id="258" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="32">
+                <bounding-box x1="410" x2="428" y1="297" y2="305"/>
+                <content>1,278</content>
+                <instruction instr-id="258" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="32">
+                <bounding-box x1="443" x2="457" y1="297" y2="305"/>
+                <content>(8.4)</content>
+                <instruction instr-id="258" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="32">
+                <bounding-box x1="484" x2="494" y1="297" y2="305"/>
+                <content>2.1</content>
+                <instruction instr-id="258" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="32">
+                <bounding-box x1="528" x2="556" y1="297" y2="305"/>
+                <content>(1.8–2.5)</content>
+                <instruction instr-id="258" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="33">
+                <bounding-box x1="42" x2="111" y1="285" y2="293"/>
+                <content>High school diploma</content>
+                <instruction instr-id="260" subinstr-id="0"/>
+                <instruction instr-id="260" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="33">
+                <bounding-box x1="144" x2="166" y1="285" y2="293"/>
+                <content>30,559</content>
+                <instruction instr-id="260" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="33">
+                <bounding-box x1="191" x2="209" y1="285" y2="293"/>
+                <content>1,564</content>
+                <instruction instr-id="260" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="33">
+                <bounding-box x1="219" x2="234" y1="285" y2="293"/>
+                <content>(5.1)</content>
+                <instruction instr-id="260" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="33">
+                <bounding-box x1="263" x2="273" y1="285" y2="293"/>
+                <content>1.2</content>
+                <instruction instr-id="260" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="33">
+                <bounding-box x1="307" x2="336" y1="285" y2="293"/>
+                <content>(1.1–1.4)</content>
+                <instruction instr-id="260" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="33">
+                <bounding-box x1="363" x2="385" y1="285" y2="293"/>
+                <content>30,692</content>
+                <instruction instr-id="260" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="33">
+                <bounding-box x1="410" x2="428" y1="285" y2="293"/>
+                <content>1,770</content>
+                <instruction instr-id="260" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="33">
+                <bounding-box x1="443" x2="457" y1="285" y2="293"/>
+                <content>(5.8)</content>
+                <instruction instr-id="260" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="33">
+                <bounding-box x1="484" x2="494" y1="285" y2="293"/>
+                <content>1.4</content>
+                <instruction instr-id="260" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="33">
+                <bounding-box x1="528" x2="556" y1="285" y2="293"/>
+                <content>(1.3–1.6)</content>
+                <instruction instr-id="260" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="34">
+                <bounding-box x1="42" x2="116" y1="273" y2="281"/>
+                <content>Any college education</content>
+                <instruction instr-id="262" subinstr-id="0"/>
+                <instruction instr-id="262" subinstr-id="2"/>
+                <instruction instr-id="262" subinstr-id="4"/>
+                <instruction instr-id="262" subinstr-id="6"/>
+                <instruction instr-id="262" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="34">
+                <bounding-box x1="144" x2="166" y1="273" y2="281"/>
+                <content>63,354</content>
+                <instruction instr-id="262" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="34">
+                <bounding-box x1="191" x2="209" y1="273" y2="281"/>
+                <content>2,700</content>
+                <instruction instr-id="262" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="34">
+                <bounding-box x1="219" x2="234" y1="273" y2="281"/>
+                <content>(4.3)</content>
+                <instruction instr-id="262" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="34">
+                <bounding-box x1="262" x2="274" y1="273" y2="281"/>
+                <content>Ref.</content>
+                <instruction instr-id="264" subinstr-id="0"/>
+                <instruction instr-id="264" subinstr-id="2"/>
+                <instruction instr-id="264" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="34">
+                <bounding-box x1="317" x2="325" y1="273" y2="281"/>
+                <content>—</content>
+                <instruction instr-id="264" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="34">
+                <bounding-box x1="363" x2="385" y1="273" y2="281"/>
+                <content>65,884</content>
+                <instruction instr-id="264" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="34">
+                <bounding-box x1="410" x2="428" y1="273" y2="281"/>
+                <content>2,709</content>
+                <instruction instr-id="264" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="34">
+                <bounding-box x1="443" x2="457" y1="273" y2="281"/>
+                <content>(4.1)</content>
+                <instruction instr-id="264" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="34">
+                <bounding-box x1="483" x2="495" y1="273" y2="281"/>
+                <content>Ref.</content>
+                <instruction instr-id="264" subinstr-id="14"/>
+                <instruction instr-id="264" subinstr-id="16"/>
+                <instruction instr-id="264" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="34">
+                <bounding-box x1="538" x2="546" y1="273" y2="281"/>
+                <content>—</content>
+                <instruction instr-id="264" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="35">
+                <bounding-box x1="36" x2="99" y1="261" y2="269"/>
+                <content>U.S.Census region</content>
+                <instruction instr-id="267" subinstr-id="0"/>
+                <instruction instr-id="267" subinstr-id="2"/>
+                <instruction instr-id="267" subinstr-id="4"/>
+                <instruction instr-id="267" subinstr-id="6"/>
+                <instruction instr-id="267" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="36">
+                <bounding-box x1="42" x2="75" y1="249" y2="257"/>
+                <content>Northeast</content>
+                <instruction instr-id="270" subinstr-id="0"/>
+                <instruction instr-id="270" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="36">
+                <bounding-box x1="144" x2="166" y1="249" y2="257"/>
+                <content>23,128</content>
+                <instruction instr-id="270" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="36">
+                <bounding-box x1="191" x2="209" y1="249" y2="257"/>
+                <content>1,096</content>
+                <instruction instr-id="270" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="36">
+                <bounding-box x1="219" x2="234" y1="249" y2="257"/>
+                <content>(5.4)</content>
+                <instruction instr-id="270" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="36">
+                <bounding-box x1="263" x2="273" y1="249" y2="257"/>
+                <content>1.3</content>
+                <instruction instr-id="270" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="36">
+                <bounding-box x1="307" x2="336" y1="249" y2="257"/>
+                <content>(1.0–1.5)</content>
+                <instruction instr-id="270" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="36">
+                <bounding-box x1="363" x2="385" y1="249" y2="257"/>
+                <content>23,316</content>
+                <instruction instr-id="270" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="36">
+                <bounding-box x1="410" x2="428" y1="249" y2="257"/>
+                <content>1,320</content>
+                <instruction instr-id="270" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="36">
+                <bounding-box x1="443" x2="457" y1="249" y2="257"/>
+                <content>(6.5)</content>
+                <instruction instr-id="270" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="36">
+                <bounding-box x1="484" x2="494" y1="249" y2="257"/>
+                <content>1.6</content>
+                <instruction instr-id="270" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="36">
+                <bounding-box x1="528" x2="556" y1="249" y2="257"/>
+                <content>(1.3–1.9)</content>
+                <instruction instr-id="270" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="37">
+                <bounding-box x1="42" x2="70" y1="237" y2="245"/>
+                <content>Midwest</content>
+                <instruction instr-id="272" subinstr-id="0"/>
+                <instruction instr-id="272" subinstr-id="2"/>
+                <instruction instr-id="272" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="37">
+                <bounding-box x1="144" x2="166" y1="237" y2="245"/>
+                <content>29,202</content>
+                <instruction instr-id="272" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="37">
+                <bounding-box x1="191" x2="209" y1="237" y2="245"/>
+                <content>1,063</content>
+                <instruction instr-id="272" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="37">
+                <bounding-box x1="219" x2="234" y1="237" y2="245"/>
+                <content>(4.2)</content>
+                <instruction instr-id="272" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="37">
+                <bounding-box x1="263" x2="273" y1="237" y2="245"/>
+                <content>1.0</content>
+                <instruction instr-id="272" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="37">
+                <bounding-box x1="307" x2="336" y1="237" y2="245"/>
+                <content>(0.8–1.2)</content>
+                <instruction instr-id="272" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="37">
+                <bounding-box x1="363" x2="385" y1="237" y2="245"/>
+                <content>29,403</content>
+                <instruction instr-id="272" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="37">
+                <bounding-box x1="410" x2="428" y1="237" y2="245"/>
+                <content>1,092</content>
+                <instruction instr-id="272" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="37">
+                <bounding-box x1="443" x2="457" y1="237" y2="245"/>
+                <content>(4.3)</content>
+                <instruction instr-id="272" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="37">
+                <bounding-box x1="484" x2="494" y1="237" y2="245"/>
+                <content>1.0</content>
+                <instruction instr-id="272" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="37">
+                <bounding-box x1="528" x2="556" y1="237" y2="245"/>
+                <content>(0.9–1.3)</content>
+                <instruction instr-id="272" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="38">
+                <bounding-box x1="42" x2="62" y1="225" y2="233"/>
+                <content>South</content>
+                <instruction instr-id="274" subinstr-id="0"/>
+                <instruction instr-id="274" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="38">
+                <bounding-box x1="144" x2="166" y1="225" y2="233"/>
+                <content>48,324</content>
+                <instruction instr-id="274" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="38">
+                <bounding-box x1="191" x2="209" y1="225" y2="233"/>
+                <content>2,554</content>
+                <instruction instr-id="274" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="38">
+                <bounding-box x1="219" x2="234" y1="225" y2="233"/>
+                <content>(6.3)</content>
+                <instruction instr-id="274" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="38">
+                <bounding-box x1="263" x2="273" y1="225" y2="233"/>
+                <content>1.5</content>
+                <instruction instr-id="274" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="38">
+                <bounding-box x1="307" x2="336" y1="225" y2="233"/>
+                <content>(1.3–1.7)</content>
+                <instruction instr-id="274" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="38">
+                <bounding-box x1="363" x2="385" y1="225" y2="233"/>
+                <content>49,372</content>
+                <instruction instr-id="274" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="38">
+                <bounding-box x1="410" x2="428" y1="225" y2="233"/>
+                <content>2,332</content>
+                <instruction instr-id="274" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="38">
+                <bounding-box x1="443" x2="457" y1="225" y2="233"/>
+                <content>(5.6)</content>
+                <instruction instr-id="274" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="38">
+                <bounding-box x1="484" x2="494" y1="225" y2="233"/>
+                <content>1.5</content>
+                <instruction instr-id="274" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="38">
+                <bounding-box x1="528" x2="556" y1="225" y2="233"/>
+                <content>(1.2–1.6)</content>
+                <instruction instr-id="274" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="39">
+                <bounding-box x1="42" x2="58" y1="214" y2="222"/>
+                <content>West</content>
+                <instruction instr-id="276" subinstr-id="0"/>
+                <instruction instr-id="276" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="39">
+                <bounding-box x1="144" x2="166" y1="214" y2="222"/>
+                <content>27,550</content>
+                <instruction instr-id="276" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="39">
+                <bounding-box x1="191" x2="209" y1="214" y2="222"/>
+                <content>1,058</content>
+                <instruction instr-id="276" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="39">
+                <bounding-box x1="219" x2="234" y1="214" y2="222"/>
+                <content>(4.3)</content>
+                <instruction instr-id="276" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="39">
+                <bounding-box x1="262" x2="274" y1="214" y2="222"/>
+                <content>Ref.</content>
+                <instruction instr-id="276" subinstr-id="10"/>
+                <instruction instr-id="276" subinstr-id="12"/>
+                <instruction instr-id="276" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="39">
+                <bounding-box x1="317" x2="325" y1="214" y2="222"/>
+                <content>—</content>
+                <instruction instr-id="276" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="39">
+                <bounding-box x1="363" x2="385" y1="214" y2="222"/>
+                <content>28,021</content>
+                <instruction instr-id="276" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="39">
+                <bounding-box x1="410" x2="428" y1="214" y2="222"/>
+                <content>1,013</content>
+                <instruction instr-id="276" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="39">
+                <bounding-box x1="443" x2="457" y1="214" y2="222"/>
+                <content>(4.2)</content>
+                <instruction instr-id="276" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="39">
+                <bounding-box x1="483" x2="495" y1="214" y2="222"/>
+                <content>Ref.</content>
+                <instruction instr-id="276" subinstr-id="24"/>
+                <instruction instr-id="276" subinstr-id="26"/>
+                <instruction instr-id="276" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="39">
+                <bounding-box x1="538" x2="546" y1="214" y2="222"/>
+                <content>—</content>
+                <instruction instr-id="276" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="40">
+                <bounding-box x1="36" x2="91" y1="202" y2="210"/>
+                <content>Disability status</content>
+                <instruction instr-id="279" subinstr-id="0"/>
+                <instruction instr-id="279" subinstr-id="2"/>
+                <instruction instr-id="279" subinstr-id="4"/>
+                <instruction instr-id="279" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="41">
+                <bounding-box x1="42" x2="53" y1="190" y2="198"/>
+                <content>Yes</content>
+                <instruction instr-id="282" subinstr-id="0"/>
+                <instruction instr-id="282" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="41">
+                <bounding-box x1="148" x2="166" y1="190" y2="198"/>
+                <content>3,657</content>
+                <instruction instr-id="282" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="41">
+                <bounding-box x1="197" x2="209" y1="190" y2="198"/>
+                <content>245</content>
+                <instruction instr-id="282" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="41">
+                <bounding-box x1="219" x2="234" y1="190" y2="198"/>
+                <content>(6.7)</content>
+                <instruction instr-id="282" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="41">
+                <bounding-box x1="263" x2="273" y1="190" y2="198"/>
+                <content>1.3</content>
+                <instruction instr-id="282" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="41">
+                <bounding-box x1="307" x2="336" y1="190" y2="198"/>
+                <content>(1.0–1.8)</content>
+                <instruction instr-id="282" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="41">
+                <bounding-box x1="367" x2="385" y1="190" y2="198"/>
+                <content>3,647</content>
+                <instruction instr-id="282" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="41">
+                <bounding-box x1="416" x2="428" y1="190" y2="198"/>
+                <content>226</content>
+                <instruction instr-id="282" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="41">
+                <bounding-box x1="443" x2="457" y1="190" y2="198"/>
+                <content>(6.2)</content>
+                <instruction instr-id="282" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="41">
+                <bounding-box x1="484" x2="494" y1="190" y2="198"/>
+                <content>1.2</content>
+                <instruction instr-id="282" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="41">
+                <bounding-box x1="528" x2="556" y1="190" y2="198"/>
+                <content>(0.9–1.6)</content>
+                <instruction instr-id="282" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="42">
+                <bounding-box x1="42" x2="52" y1="178" y2="186"/>
+                <content>No</content>
+                <instruction instr-id="284" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="42">
+                <bounding-box x1="140" x2="166" y1="178" y2="186"/>
+                <content>107,035</content>
+                <instruction instr-id="284" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="42">
+                <bounding-box x1="191" x2="209" y1="178" y2="186"/>
+                <content>5,526</content>
+                <instruction instr-id="284" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="42">
+                <bounding-box x1="219" x2="234" y1="178" y2="186"/>
+                <content>(5.2)</content>
+                <instruction instr-id="284" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="42">
+                <bounding-box x1="262" x2="274" y1="178" y2="186"/>
+                <content>Ref.</content>
+                <instruction instr-id="284" subinstr-id="8"/>
+                <instruction instr-id="284" subinstr-id="10"/>
+                <instruction instr-id="284" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="42">
+                <bounding-box x1="317" x2="325" y1="178" y2="186"/>
+                <content>—</content>
+                <instruction instr-id="284" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="42">
+                <bounding-box x1="359" x2="385" y1="178" y2="186"/>
+                <content>108,151</content>
+                <instruction instr-id="284" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="42">
+                <bounding-box x1="410" x2="428" y1="178" y2="186"/>
+                <content>5,531</content>
+                <instruction instr-id="284" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="42">
+                <bounding-box x1="443" x2="457" y1="178" y2="186"/>
+                <content>(5.1)</content>
+                <instruction instr-id="284" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="42">
+                <bounding-box x1="483" x2="495" y1="178" y2="186"/>
+                <content>Ref.</content>
+                <instruction instr-id="284" subinstr-id="22"/>
+                <instruction instr-id="284" subinstr-id="24"/>
+                <instruction instr-id="284" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="42">
+                <bounding-box x1="538" x2="546" y1="178" y2="186"/>
+                <content>—</content>
+                <instruction instr-id="284" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="43">
+                <bounding-box x1="36" x2="53" y1="164" y2="172"/>
+                <content>total</content>
+                <instruction instr-id="287" subinstr-id="0"/>
+                <instruction instr-id="287" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="43">
+                <bounding-box x1="139" x2="166" y1="164" y2="172"/>
+                <content>110,692</content>
+                <instruction instr-id="287" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="43">
+                <bounding-box x1="190" x2="209" y1="164" y2="172"/>
+                <content>5,771</content>
+                <instruction instr-id="287" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="43">
+                <bounding-box x1="219" x2="234" y1="164" y2="172"/>
+                <content>(5.2)</content>
+                <instruction instr-id="287" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="43">
+                <bounding-box x1="264" x2="272" y1="164" y2="172"/>
+                <content>—</content>
+                <instruction instr-id="287" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="43">
+                <bounding-box x1="317" x2="325" y1="164" y2="172"/>
+                <content>—</content>
+                <instruction instr-id="287" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="43">
+                <bounding-box x1="358" x2="385" y1="164" y2="172"/>
+                <content>111,800</content>
+                <instruction instr-id="287" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="43">
+                <bounding-box x1="409" x2="428" y1="164" y2="172"/>
+                <content>5,757</content>
+                <instruction instr-id="287" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="43">
+                <bounding-box x1="442" x2="457" y1="164" y2="172"/>
+                <content>(5.2)</content>
+                <instruction instr-id="287" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="43">
+                <bounding-box x1="485" x2="493" y1="164" y2="172"/>
+                <content>—</content>
+                <instruction instr-id="287" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="43">
+                <bounding-box x1="538" x2="546" y1="164" y2="172"/>
+                <content>—</content>
+                <instruction instr-id="287" subinstr-id="22"/>
+            </cell>
+        </region>
+    </table>
+    <table id="2">
+        <region col-increment="0" id="1" page="3" row-increment="-1">
+            <cell end-col="5" id="1" start-col="1" start-row="1">
+                <bounding-box x1="256" x2="273" y1="699" y2="707"/>
+                <content>2007</content>
+                <instruction instr-id="138" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="10" id="1" start-col="6" start-row="1">
+                <bounding-box x1="462" x2="479" y1="699" y2="707"/>
+                <content>2009</content>
+                <instruction instr-id="147" subinstr-id="-1"/>
+            </cell>
+            <cell end-row="3" id="1" start-col="0" start-row="1">
+                <bounding-box x1="45" x2="92" y1="652" y2="660"/>
+                <content>Characteristic</content>
+                <instruction instr-id="128" subinstr-id="0"/>
+                <instruction instr-id="128" subinstr-id="2"/>
+                <instruction instr-id="128" subinstr-id="4"/>
+                <instruction instr-id="128" subinstr-id="6"/>
+                <instruction instr-id="128" subinstr-id="8"/>
+            </cell>
+            <cell end-row="3" id="1" start-col="1" start-row="2">
+                <bounding-box x1="171" x2="203" y1="652" y2="687"/>
+                <content>total
+occupied
+housing
+units</content>
+                <instruction instr-id="149" subinstr-id="0"/>
+                <instruction instr-id="149" subinstr-id="2"/>
+                <instruction instr-id="151" subinstr-id="0"/>
+                <instruction instr-id="151" subinstr-id="2"/>
+                <instruction instr-id="153" subinstr-id="-1"/>
+                <instruction instr-id="155" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" id="1" start-col="2" start-row="2">
+                <bounding-box x1="244" x2="329" y1="675" y2="683"/>
+                <content>Unhealthyhousingunits</content>
+                <instruction instr-id="164" subinstr-id="0"/>
+                <instruction instr-id="164" subinstr-id="2"/>
+            </cell>
+            <cell end-row="3" id="1" start-col="6" start-row="2">
+                <bounding-box x1="364" x2="411" y1="652" y2="678"/>
+                <content>total
+occupied
+housing units</content>
+                <instruction instr-id="166" subinstr-id="0"/>
+                <instruction instr-id="166" subinstr-id="2"/>
+                <instruction instr-id="168" subinstr-id="0"/>
+                <instruction instr-id="168" subinstr-id="2"/>
+                <instruction instr-id="170" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="10" id="1" start-col="7" start-row="2">
+                <bounding-box x1="452" x2="536" y1="675" y2="683"/>
+                <content>Unhealthyhousingunits</content>
+                <instruction instr-id="179" subinstr-id="0"/>
+                <instruction instr-id="179" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="222" x2="234" y1="652" y2="660"/>
+                <content>no.</content>
+                <instruction instr-id="181" subinstr-id="0"/>
+                <instruction instr-id="181" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="254" x2="266" y1="652" y2="660"/>
+                <content>(%)</content>
+                <instruction instr-id="181" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="276" x2="317" y1="652" y2="669"/>
+                <content>Unadjusted
+odds ratio</content>
+                <instruction instr-id="183" subinstr-id="0"/>
+                <instruction instr-id="183" subinstr-id="2"/>
+                <instruction instr-id="185" subinstr-id="0"/>
+                <instruction instr-id="185" subinstr-id="2"/>
+                <instruction instr-id="185" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="327" x2="355" y1="652" y2="660"/>
+                <content>(95%CI)</content>
+                <instruction instr-id="185" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="423" x2="435" y1="652" y2="660"/>
+                <content>no.</content>
+                <instruction instr-id="185" subinstr-id="8"/>
+                <instruction instr-id="185" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="456" x2="467" y1="652" y2="660"/>
+                <content>(%)</content>
+                <instruction instr-id="185" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="484" x2="524" y1="652" y2="669"/>
+                <content>Unadjusted
+odds ratio</content>
+                <instruction instr-id="187" subinstr-id="0"/>
+                <instruction instr-id="187" subinstr-id="2"/>
+                <instruction instr-id="189" subinstr-id="0"/>
+                <instruction instr-id="189" subinstr-id="2"/>
+                <instruction instr-id="189" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="539" x2="568" y1="652" y2="660"/>
+                <content>(95%CI)</content>
+                <instruction instr-id="189" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="44" x2="57" y1="638" y2="646"/>
+                <content>Sex</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+                <instruction instr-id="192" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="50" x2="67" y1="626" y2="634"/>
+                <content>Male</content>
+                <instruction instr-id="196" subinstr-id="0"/>
+                <instruction instr-id="196" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="179" x2="201" y1="626" y2="634"/>
+                <content>61,206</content>
+                <instruction instr-id="196" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="214" x2="237" y1="626" y2="634"/>
+                <content>14,037</content>
+                <instruction instr-id="196" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="251" x2="269" y1="626" y2="634"/>
+                <content>(22.9)</content>
+                <instruction instr-id="196" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="291" x2="303" y1="626" y2="634"/>
+                <content>Ref.</content>
+                <instruction instr-id="196" subinstr-id="10"/>
+                <instruction instr-id="196" subinstr-id="12"/>
+                <instruction instr-id="196" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="337" x2="345" y1="626" y2="634"/>
+                <content>—</content>
+                <instruction instr-id="196" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="381" x2="403" y1="626" y2="634"/>
+                <content>60,721</content>
+                <instruction instr-id="196" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="415" x2="437" y1="626" y2="634"/>
+                <content>13,647</content>
+                <instruction instr-id="196" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="452" x2="471" y1="626" y2="634"/>
+                <content>(22.5)</content>
+                <instruction instr-id="196" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="498" x2="510" y1="626" y2="634"/>
+                <content>Ref.</content>
+                <instruction instr-id="196" subinstr-id="24"/>
+                <instruction instr-id="196" subinstr-id="26"/>
+                <instruction instr-id="196" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="550" x2="558" y1="626" y2="634"/>
+                <content>—</content>
+                <instruction instr-id="196" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="51" x2="75" y1="614" y2="622"/>
+                <content>Female</content>
+                <instruction instr-id="198" subinstr-id="0"/>
+                <instruction instr-id="198" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="179" x2="201" y1="614" y2="622"/>
+                <content>49,486</content>
+                <instruction instr-id="198" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="214" x2="237" y1="614" y2="622"/>
+                <content>12,303</content>
+                <instruction instr-id="198" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="251" x2="270" y1="614" y2="622"/>
+                <content>(24.9)</content>
+                <instruction instr-id="198" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="292" x2="301" y1="614" y2="622"/>
+                <content>1.1</content>
+                <instruction instr-id="198" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="327" x2="355" y1="614" y2="622"/>
+                <content>(1.1–1.2)</content>
+                <instruction instr-id="198" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="381" x2="403" y1="614" y2="622"/>
+                <content>51,084</content>
+                <instruction instr-id="198" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="415" x2="437" y1="614" y2="622"/>
+                <content>12,549</content>
+                <instruction instr-id="198" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="452" x2="471" y1="614" y2="622"/>
+                <content>(24.6)</content>
+                <instruction instr-id="198" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="499" x2="509" y1="614" y2="622"/>
+                <content>1.1</content>
+                <instruction instr-id="198" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="539" x2="568" y1="614" y2="622"/>
+                <content>(1.1–1.2)</content>
+                <instruction instr-id="198" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="45" x2="94" y1="602" y2="610"/>
+                <content>Race/Ethnicity</content>
+                <instruction instr-id="201" subinstr-id="0"/>
+                <instruction instr-id="201" subinstr-id="2"/>
+                <instruction instr-id="201" subinstr-id="4"/>
+                <instruction instr-id="201" subinstr-id="6"/>
+                <instruction instr-id="201" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="51" x2="118" y1="590" y2="598"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="204" subinstr-id="0"/>
+                <instruction instr-id="204" subinstr-id="2"/>
+                <instruction instr-id="204" subinstr-id="4"/>
+                <instruction instr-id="204" subinstr-id="6"/>
+                <instruction instr-id="204" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="179" x2="201" y1="590" y2="598"/>
+                <content>78,744</content>
+                <instruction instr-id="204" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="214" x2="237" y1="590" y2="598"/>
+                <content>18,446</content>
+                <instruction instr-id="204" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="251" x2="270" y1="590" y2="598"/>
+                <content>(23.4)</content>
+                <instruction instr-id="204" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="291" x2="303" y1="590" y2="598"/>
+                <content>Ref.</content>
+                <instruction instr-id="204" subinstr-id="16"/>
+                <instruction instr-id="204" subinstr-id="18"/>
+                <instruction instr-id="204" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="337" x2="345" y1="590" y2="598"/>
+                <content>—</content>
+                <instruction instr-id="204" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="381" x2="403" y1="590" y2="598"/>
+                <content>79,333</content>
+                <instruction instr-id="204" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="415" x2="437" y1="590" y2="598"/>
+                <content>17,992</content>
+                <instruction instr-id="204" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="452" x2="471" y1="590" y2="598"/>
+                <content>(22.7)</content>
+                <instruction instr-id="204" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="498" x2="510" y1="590" y2="598"/>
+                <content>Ref.</content>
+                <instruction instr-id="204" subinstr-id="30"/>
+                <instruction instr-id="204" subinstr-id="32"/>
+                <instruction instr-id="204" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="550" x2="558" y1="590" y2="598"/>
+                <content>—</content>
+                <instruction instr-id="204" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="51" x2="79" y1="578" y2="586"/>
+                <content>Hispanic</content>
+                <instruction instr-id="206" subinstr-id="0"/>
+                <instruction instr-id="206" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="179" x2="201" y1="578" y2="586"/>
+                <content>12,609</content>
+                <instruction instr-id="206" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="219" x2="237" y1="578" y2="586"/>
+                <content>2,754</content>
+                <instruction instr-id="206" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="251" x2="270" y1="578" y2="586"/>
+                <content>(21.8)</content>
+                <instruction instr-id="206" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="292" x2="302" y1="578" y2="586"/>
+                <content>0.9</content>
+                <instruction instr-id="206" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="327" x2="355" y1="578" y2="586"/>
+                <content>(0.8–1.0)</content>
+                <instruction instr-id="206" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="381" x2="403" y1="578" y2="586"/>
+                <content>12,739</content>
+                <instruction instr-id="206" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="419" x2="437" y1="578" y2="586"/>
+                <content>3,079</content>
+                <instruction instr-id="206" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="452" x2="471" y1="578" y2="586"/>
+                <content>(24.2)</content>
+                <instruction instr-id="206" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="9">
+                <bounding-box x1="499" x2="509" y1="578" y2="586"/>
+                <content>1.1</content>
+                <instruction instr-id="206" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="9">
+                <bounding-box x1="539" x2="568" y1="578" y2="586"/>
+                <content>(1.0–1.2)</content>
+                <instruction instr-id="206" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="51" x2="116" y1="566" y2="574"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="208" subinstr-id="0"/>
+                <instruction instr-id="208" subinstr-id="2"/>
+                <instruction instr-id="208" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="179" x2="201" y1="566" y2="574"/>
+                <content>13,437</content>
+                <instruction instr-id="208" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="219" x2="237" y1="566" y2="574"/>
+                <content>3,849</content>
+                <instruction instr-id="208" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="251" x2="270" y1="566" y2="574"/>
+                <content>(28.6)</content>
+                <instruction instr-id="208" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="292" x2="302" y1="566" y2="574"/>
+                <content>1.3</content>
+                <instruction instr-id="208" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="327" x2="355" y1="566" y2="574"/>
+                <content>(1.2–1.4)</content>
+                <instruction instr-id="208" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="10">
+                <bounding-box x1="381" x2="403" y1="566" y2="574"/>
+                <content>13,609</content>
+                <instruction instr-id="208" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="10">
+                <bounding-box x1="419" x2="437" y1="566" y2="574"/>
+                <content>3,847</content>
+                <instruction instr-id="208" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="10">
+                <bounding-box x1="452" x2="471" y1="566" y2="574"/>
+                <content>(28.3)</content>
+                <instruction instr-id="208" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="10">
+                <bounding-box x1="499" x2="509" y1="566" y2="574"/>
+                <content>1.3</content>
+                <instruction instr-id="208" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="10">
+                <bounding-box x1="539" x2="568" y1="566" y2="574"/>
+                <content>(1.2–1.5)</content>
+                <instruction instr-id="208" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="51" x2="121" y1="555" y2="563"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="210" subinstr-id="0"/>
+                <instruction instr-id="210" subinstr-id="2"/>
+                <instruction instr-id="210" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="183" x2="201" y1="555" y2="563"/>
+                <content>4,050</content>
+                <instruction instr-id="210" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="224" x2="237" y1="555" y2="563"/>
+                <content>705</content>
+                <instruction instr-id="210" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="251" x2="270" y1="555" y2="563"/>
+                <content>(17.4)</content>
+                <instruction instr-id="210" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="292" x2="302" y1="555" y2="563"/>
+                <content>0.7</content>
+                <instruction instr-id="210" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="327" x2="355" y1="555" y2="563"/>
+                <content>(0.6–0.8)</content>
+                <instruction instr-id="210" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="11">
+                <bounding-box x1="385" x2="403" y1="555" y2="563"/>
+                <content>4,181</content>
+                <instruction instr-id="210" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="11">
+                <bounding-box x1="425" x2="437" y1="555" y2="563"/>
+                <content>720</content>
+                <instruction instr-id="210" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="11">
+                <bounding-box x1="452" x2="471" y1="555" y2="563"/>
+                <content>(17.2)</content>
+                <instruction instr-id="210" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="11">
+                <bounding-box x1="499" x2="509" y1="555" y2="563"/>
+                <content>0.7</content>
+                <instruction instr-id="210" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="11">
+                <bounding-box x1="539" x2="568" y1="555" y2="563"/>
+                <content>(0.6–0.8)</content>
+                <instruction instr-id="210" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="51" x2="153" y1="543" y2="551"/>
+                <content>American Indian/Alaska Native</content>
+                <instruction instr-id="212" subinstr-id="0"/>
+                <instruction instr-id="212" subinstr-id="2"/>
+                <instruction instr-id="212" subinstr-id="4"/>
+                <instruction instr-id="212" subinstr-id="6"/>
+                <instruction instr-id="212" subinstr-id="8"/>
+                <instruction instr-id="212" subinstr-id="10"/>
+                <instruction instr-id="212" subinstr-id="12"/>
+                <instruction instr-id="212" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="189" x2="201" y1="543" y2="551"/>
+                <content>707</content>
+                <instruction instr-id="212" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="224" x2="237" y1="543" y2="551"/>
+                <content>218</content>
+                <instruction instr-id="212" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="251" x2="270" y1="543" y2="551"/>
+                <content>(30.8)</content>
+                <instruction instr-id="212" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="292" x2="302" y1="543" y2="551"/>
+                <content>1.5</content>
+                <instruction instr-id="212" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="327" x2="355" y1="543" y2="551"/>
+                <content>(1.0–2.1)</content>
+                <instruction instr-id="212" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="12">
+                <bounding-box x1="390" x2="403" y1="543" y2="551"/>
+                <content>730</content>
+                <instruction instr-id="212" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="12">
+                <bounding-box x1="425" x2="437" y1="543" y2="551"/>
+                <content>233</content>
+                <instruction instr-id="212" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="12">
+                <bounding-box x1="452" x2="471" y1="543" y2="551"/>
+                <content>(31.9)</content>
+                <instruction instr-id="212" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="12">
+                <bounding-box x1="499" x2="509" y1="543" y2="551"/>
+                <content>1.6</content>
+                <instruction instr-id="212" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="12">
+                <bounding-box x1="539" x2="568" y1="543" y2="551"/>
+                <content>(1.1–2.3)</content>
+                <instruction instr-id="212" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="45" x2="118" y1="531" y2="539"/>
+                <content>Sex, by race/ethnicity</content>
+                <instruction instr-id="215" subinstr-id="0"/>
+                <instruction instr-id="215" subinstr-id="2"/>
+                <instruction instr-id="215" subinstr-id="4"/>
+                <instruction instr-id="215" subinstr-id="6"/>
+                <instruction instr-id="215" subinstr-id="8"/>
+                <instruction instr-id="215" subinstr-id="10"/>
+                <instruction instr-id="215" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="51" x2="67" y1="519" y2="527"/>
+                <content>Male</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="58" x2="126" y1="507" y2="515"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+                <instruction instr-id="220" subinstr-id="4"/>
+                <instruction instr-id="220" subinstr-id="6"/>
+                <instruction instr-id="220" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="179" x2="201" y1="507" y2="515"/>
+                <content>45,116</content>
+                <instruction instr-id="220" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="215" x2="237" y1="507" y2="515"/>
+                <content>10,384</content>
+                <instruction instr-id="220" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="251" x2="270" y1="507" y2="515"/>
+                <content>(23.0)</content>
+                <instruction instr-id="220" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="291" x2="303" y1="507" y2="515"/>
+                <content>Ref.</content>
+                <instruction instr-id="220" subinstr-id="16"/>
+                <instruction instr-id="220" subinstr-id="18"/>
+                <instruction instr-id="220" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="337" x2="345" y1="507" y2="515"/>
+                <content>—</content>
+                <instruction instr-id="220" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="381" x2="403" y1="507" y2="515"/>
+                <content>44,537</content>
+                <instruction instr-id="220" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="15">
+                <bounding-box x1="419" x2="437" y1="507" y2="515"/>
+                <content>9,895</content>
+                <instruction instr-id="220" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="452" x2="471" y1="507" y2="515"/>
+                <content>(22.2)</content>
+                <instruction instr-id="220" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="15">
+                <bounding-box x1="498" x2="510" y1="507" y2="515"/>
+                <content>Ref.</content>
+                <instruction instr-id="220" subinstr-id="30"/>
+                <instruction instr-id="220" subinstr-id="32"/>
+                <instruction instr-id="220" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="15">
+                <bounding-box x1="550" x2="558" y1="507" y2="515"/>
+                <content>—</content>
+                <instruction instr-id="220" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="58" x2="87" y1="495" y2="503"/>
+                <content>Hispanic</content>
+                <instruction instr-id="222" subinstr-id="0"/>
+                <instruction instr-id="222" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="183" x2="201" y1="495" y2="503"/>
+                <content>7,086</content>
+                <instruction instr-id="222" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="219" x2="237" y1="495" y2="503"/>
+                <content>1,433</content>
+                <instruction instr-id="222" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="251" x2="270" y1="495" y2="503"/>
+                <content>(20.2)</content>
+                <instruction instr-id="222" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="292" x2="302" y1="495" y2="503"/>
+                <content>0.9</content>
+                <instruction instr-id="222" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="327" x2="355" y1="495" y2="503"/>
+                <content>(0.7–1.0)</content>
+                <instruction instr-id="222" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="385" x2="403" y1="495" y2="503"/>
+                <content>7,160</content>
+                <instruction instr-id="222" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="16">
+                <bounding-box x1="419" x2="437" y1="495" y2="503"/>
+                <content>1,625</content>
+                <instruction instr-id="222" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="16">
+                <bounding-box x1="452" x2="471" y1="495" y2="503"/>
+                <content>(22.7)</content>
+                <instruction instr-id="222" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="16">
+                <bounding-box x1="499" x2="509" y1="495" y2="503"/>
+                <content>1.0</content>
+                <instruction instr-id="222" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="16">
+                <bounding-box x1="539" x2="568" y1="495" y2="503"/>
+                <content>(0.9–1.2)</content>
+                <instruction instr-id="222" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="58" x2="124" y1="484" y2="492"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="224" subinstr-id="0"/>
+                <instruction instr-id="224" subinstr-id="2"/>
+                <instruction instr-id="224" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="183" x2="201" y1="484" y2="492"/>
+                <content>5,545</content>
+                <instruction instr-id="224" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="219" x2="237" y1="484" y2="492"/>
+                <content>1,524</content>
+                <instruction instr-id="224" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="251" x2="270" y1="484" y2="492"/>
+                <content>(27.5)</content>
+                <instruction instr-id="224" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="292" x2="302" y1="484" y2="492"/>
+                <content>1.3</content>
+                <instruction instr-id="224" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="17">
+                <bounding-box x1="327" x2="355" y1="484" y2="492"/>
+                <content>(1.1–1.5)</content>
+                <instruction instr-id="224" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="17">
+                <bounding-box x1="385" x2="403" y1="484" y2="492"/>
+                <content>5,520</content>
+                <instruction instr-id="224" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="17">
+                <bounding-box x1="419" x2="437" y1="484" y2="492"/>
+                <content>1,439</content>
+                <instruction instr-id="224" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="17">
+                <bounding-box x1="452" x2="471" y1="484" y2="492"/>
+                <content>(26.1)</content>
+                <instruction instr-id="224" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="17">
+                <bounding-box x1="499" x2="509" y1="484" y2="492"/>
+                <content>1.2</content>
+                <instruction instr-id="224" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="17">
+                <bounding-box x1="539" x2="568" y1="484" y2="492"/>
+                <content>(1.1–1.4)</content>
+                <instruction instr-id="224" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="58" x2="129" y1="472" y2="480"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="226" subinstr-id="0"/>
+                <instruction instr-id="226" subinstr-id="2"/>
+                <instruction instr-id="226" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="183" x2="201" y1="472" y2="480"/>
+                <content>2,536</content>
+                <instruction instr-id="226" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="224" x2="237" y1="472" y2="480"/>
+                <content>398</content>
+                <instruction instr-id="226" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="251" x2="270" y1="472" y2="480"/>
+                <content>(15.7)</content>
+                <instruction instr-id="226" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="292" x2="302" y1="472" y2="480"/>
+                <content>0.6</content>
+                <instruction instr-id="226" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="18">
+                <bounding-box x1="327" x2="355" y1="472" y2="480"/>
+                <content>(0.5–0.8)</content>
+                <instruction instr-id="226" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="18">
+                <bounding-box x1="385" x2="403" y1="472" y2="480"/>
+                <content>2,577</content>
+                <instruction instr-id="226" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="18">
+                <bounding-box x1="425" x2="437" y1="472" y2="480"/>
+                <content>433</content>
+                <instruction instr-id="226" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="18">
+                <bounding-box x1="452" x2="471" y1="472" y2="480"/>
+                <content>(16.8)</content>
+                <instruction instr-id="226" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="18">
+                <bounding-box x1="499" x2="509" y1="472" y2="480"/>
+                <content>0.7</content>
+                <instruction instr-id="226" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="18">
+                <bounding-box x1="539" x2="568" y1="472" y2="480"/>
+                <content>(0.6–0.9)</content>
+                <instruction instr-id="226" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="58" x2="161" y1="460" y2="468"/>
+                <content>American Indian/Alaska Native</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+                <instruction instr-id="228" subinstr-id="4"/>
+                <instruction instr-id="228" subinstr-id="6"/>
+                <instruction instr-id="228" subinstr-id="8"/>
+                <instruction instr-id="228" subinstr-id="10"/>
+                <instruction instr-id="228" subinstr-id="12"/>
+                <instruction instr-id="228" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="189" x2="201" y1="460" y2="468"/>
+                <content>348</content>
+                <instruction instr-id="228" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="224" x2="237" y1="460" y2="468"/>
+                <content>106</content>
+                <instruction instr-id="228" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="251" x2="270" y1="460" y2="468"/>
+                <content>(30.4)</content>
+                <instruction instr-id="228" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="292" x2="301" y1="460" y2="468"/>
+                <content>1.5</content>
+                <instruction instr-id="230" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="19">
+                <bounding-box x1="327" x2="355" y1="460" y2="468"/>
+                <content>(0.9–2.4)</content>
+                <instruction instr-id="230" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="19">
+                <bounding-box x1="390" x2="403" y1="460" y2="468"/>
+                <content>352</content>
+                <instruction instr-id="230" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="19">
+                <bounding-box x1="425" x2="437" y1="460" y2="468"/>
+                <content>120</content>
+                <instruction instr-id="230" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="19">
+                <bounding-box x1="452" x2="471" y1="460" y2="468"/>
+                <content>(34.1)</content>
+                <instruction instr-id="230" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="19">
+                <bounding-box x1="499" x2="509" y1="460" y2="468"/>
+                <content>1.8</content>
+                <instruction instr-id="230" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="19">
+                <bounding-box x1="539" x2="568" y1="460" y2="468"/>
+                <content>(1.1–3.0)</content>
+                <instruction instr-id="230" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="52" x2="76" y1="448" y2="456"/>
+                <content>Female</content>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="58" x2="126" y1="436" y2="444"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="234" subinstr-id="0"/>
+                <instruction instr-id="234" subinstr-id="2"/>
+                <instruction instr-id="234" subinstr-id="4"/>
+                <instruction instr-id="234" subinstr-id="6"/>
+                <instruction instr-id="234" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="179" x2="201" y1="436" y2="444"/>
+                <content>33,628</content>
+                <instruction instr-id="234" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="219" x2="237" y1="436" y2="444"/>
+                <content>8,062</content>
+                <instruction instr-id="234" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="251" x2="270" y1="436" y2="444"/>
+                <content>(24.0)</content>
+                <instruction instr-id="234" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="291" x2="303" y1="436" y2="444"/>
+                <content>Ref.</content>
+                <instruction instr-id="234" subinstr-id="16"/>
+                <instruction instr-id="234" subinstr-id="18"/>
+                <instruction instr-id="234" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="21">
+                <bounding-box x1="337" x2="345" y1="436" y2="444"/>
+                <content>—</content>
+                <instruction instr-id="234" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="21">
+                <bounding-box x1="381" x2="403" y1="436" y2="444"/>
+                <content>34,795</content>
+                <instruction instr-id="234" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="21">
+                <bounding-box x1="419" x2="437" y1="436" y2="444"/>
+                <content>8,097</content>
+                <instruction instr-id="234" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="21">
+                <bounding-box x1="452" x2="471" y1="436" y2="444"/>
+                <content>(23.3)</content>
+                <instruction instr-id="234" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="21">
+                <bounding-box x1="498" x2="510" y1="436" y2="444"/>
+                <content>Ref.</content>
+                <instruction instr-id="234" subinstr-id="30"/>
+                <instruction instr-id="234" subinstr-id="32"/>
+                <instruction instr-id="234" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="21">
+                <bounding-box x1="550" x2="558" y1="436" y2="444"/>
+                <content>—</content>
+                <instruction instr-id="234" subinstr-id="36"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="58" x2="87" y1="424" y2="432"/>
+                <content>Hispanic</content>
+                <instruction instr-id="236" subinstr-id="0"/>
+                <instruction instr-id="236" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="183" x2="201" y1="424" y2="432"/>
+                <content>5,523</content>
+                <instruction instr-id="236" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="219" x2="237" y1="424" y2="432"/>
+                <content>1,321</content>
+                <instruction instr-id="236" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="251" x2="270" y1="424" y2="432"/>
+                <content>(23.9)</content>
+                <instruction instr-id="236" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="292" x2="302" y1="424" y2="432"/>
+                <content>1.0</content>
+                <instruction instr-id="236" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="22">
+                <bounding-box x1="327" x2="355" y1="424" y2="432"/>
+                <content>(0.9–1.2)</content>
+                <instruction instr-id="236" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="22">
+                <bounding-box x1="385" x2="403" y1="424" y2="432"/>
+                <content>5,580</content>
+                <instruction instr-id="236" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="22">
+                <bounding-box x1="419" x2="437" y1="424" y2="432"/>
+                <content>1,454</content>
+                <instruction instr-id="236" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="22">
+                <bounding-box x1="452" x2="471" y1="424" y2="432"/>
+                <content>(26.1)</content>
+                <instruction instr-id="236" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="22">
+                <bounding-box x1="499" x2="509" y1="424" y2="432"/>
+                <content>1.2</content>
+                <instruction instr-id="236" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="22">
+                <bounding-box x1="539" x2="568" y1="424" y2="432"/>
+                <content>(1.0–1.3)</content>
+                <instruction instr-id="236" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="58" x2="124" y1="412" y2="420"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="238" subinstr-id="0"/>
+                <instruction instr-id="238" subinstr-id="2"/>
+                <instruction instr-id="238" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="183" x2="201" y1="412" y2="420"/>
+                <content>7,892</content>
+                <instruction instr-id="238" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="219" x2="237" y1="412" y2="420"/>
+                <content>2,325</content>
+                <instruction instr-id="238" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="251" x2="270" y1="412" y2="420"/>
+                <content>(29.5)</content>
+                <instruction instr-id="238" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="292" x2="302" y1="412" y2="420"/>
+                <content>1.3</content>
+                <instruction instr-id="238" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="23">
+                <bounding-box x1="327" x2="355" y1="412" y2="420"/>
+                <content>(1.2–1.5)</content>
+                <instruction instr-id="238" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="23">
+                <bounding-box x1="385" x2="403" y1="412" y2="420"/>
+                <content>8,090</content>
+                <instruction instr-id="238" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="23">
+                <bounding-box x1="419" x2="437" y1="412" y2="420"/>
+                <content>2,408</content>
+                <instruction instr-id="238" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="23">
+                <bounding-box x1="452" x2="471" y1="412" y2="420"/>
+                <content>(29.8)</content>
+                <instruction instr-id="238" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="23">
+                <bounding-box x1="499" x2="509" y1="412" y2="420"/>
+                <content>1.4</content>
+                <instruction instr-id="238" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="23">
+                <bounding-box x1="539" x2="568" y1="412" y2="420"/>
+                <content>(1.3–1.6)</content>
+                <instruction instr-id="238" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="58" x2="129" y1="401" y2="409"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="240" subinstr-id="0"/>
+                <instruction instr-id="240" subinstr-id="2"/>
+                <instruction instr-id="240" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="183" x2="201" y1="401" y2="409"/>
+                <content>1,514</content>
+                <instruction instr-id="240" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="224" x2="237" y1="401" y2="409"/>
+                <content>308</content>
+                <instruction instr-id="240" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="251" x2="270" y1="401" y2="409"/>
+                <content>(20.3)</content>
+                <instruction instr-id="240" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="292" x2="302" y1="401" y2="409"/>
+                <content>0.8</content>
+                <instruction instr-id="240" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="24">
+                <bounding-box x1="327" x2="355" y1="401" y2="409"/>
+                <content>(0.6–1.1)</content>
+                <instruction instr-id="240" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="24">
+                <bounding-box x1="385" x2="403" y1="401" y2="409"/>
+                <content>1,604</content>
+                <instruction instr-id="240" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="24">
+                <bounding-box x1="425" x2="437" y1="401" y2="409"/>
+                <content>288</content>
+                <instruction instr-id="240" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="24">
+                <bounding-box x1="452" x2="471" y1="401" y2="409"/>
+                <content>(17.9)</content>
+                <instruction instr-id="240" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="24">
+                <bounding-box x1="499" x2="509" y1="401" y2="409"/>
+                <content>0.7</content>
+                <instruction instr-id="240" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="24">
+                <bounding-box x1="539" x2="568" y1="401" y2="409"/>
+                <content>(0.6–1.0)</content>
+                <instruction instr-id="240" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="58" x2="160" y1="389" y2="397"/>
+                <content>American Indian/Alaska Native</content>
+                <instruction instr-id="242" subinstr-id="0"/>
+                <instruction instr-id="242" subinstr-id="2"/>
+                <instruction instr-id="242" subinstr-id="4"/>
+                <instruction instr-id="242" subinstr-id="6"/>
+                <instruction instr-id="242" subinstr-id="8"/>
+                <instruction instr-id="242" subinstr-id="10"/>
+                <instruction instr-id="242" subinstr-id="12"/>
+                <instruction instr-id="242" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="189" x2="201" y1="389" y2="397"/>
+                <content>359</content>
+                <instruction instr-id="242" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="224" x2="237" y1="389" y2="397"/>
+                <content>112</content>
+                <instruction instr-id="242" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="251" x2="270" y1="389" y2="397"/>
+                <content>(31.2)</content>
+                <instruction instr-id="242" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="292" x2="302" y1="389" y2="397"/>
+                <content>1.4</content>
+                <instruction instr-id="242" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="25">
+                <bounding-box x1="327" x2="355" y1="389" y2="397"/>
+                <content>(0.8–2.5)</content>
+                <instruction instr-id="242" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="25">
+                <bounding-box x1="390" x2="403" y1="389" y2="397"/>
+                <content>378</content>
+                <instruction instr-id="242" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="25">
+                <bounding-box x1="425" x2="437" y1="389" y2="397"/>
+                <content>113</content>
+                <instruction instr-id="242" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="25">
+                <bounding-box x1="452" x2="471" y1="389" y2="397"/>
+                <content>(29.8)</content>
+                <instruction instr-id="242" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="25">
+                <bounding-box x1="499" x2="509" y1="389" y2="397"/>
+                <content>1.4</content>
+                <instruction instr-id="242" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="25">
+                <bounding-box x1="539" x2="568" y1="389" y2="397"/>
+                <content>(0.9–2.3)</content>
+                <instruction instr-id="242" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="45" x2="107" y1="377" y2="385"/>
+                <content>Annual income($)</content>
+                <instruction instr-id="245" subinstr-id="0"/>
+                <instruction instr-id="245" subinstr-id="2"/>
+                <instruction instr-id="245" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="51" x2="77" y1="365" y2="373"/>
+                <content>≤24,999</content>
+                <instruction instr-id="248" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="179" x2="201" y1="365" y2="373"/>
+                <content>46,912</content>
+                <instruction instr-id="248" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="219" x2="237" y1="365" y2="373"/>
+                <content>8,004</content>
+                <instruction instr-id="248" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="251" x2="270" y1="365" y2="373"/>
+                <content>(27.2)</content>
+                <instruction instr-id="248" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="292" x2="302" y1="365" y2="373"/>
+                <content>1.3</content>
+                <instruction instr-id="248" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="27">
+                <bounding-box x1="327" x2="355" y1="365" y2="373"/>
+                <content>(1.2–1.5)</content>
+                <instruction instr-id="248" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="27">
+                <bounding-box x1="381" x2="403" y1="365" y2="373"/>
+                <content>49,240</content>
+                <instruction instr-id="248" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="27">
+                <bounding-box x1="419" x2="437" y1="365" y2="373"/>
+                <content>8,219</content>
+                <instruction instr-id="248" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="27">
+                <bounding-box x1="452" x2="471" y1="365" y2="373"/>
+                <content>(26.6)</content>
+                <instruction instr-id="248" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="27">
+                <bounding-box x1="499" x2="509" y1="365" y2="373"/>
+                <content>1.4</content>
+                <instruction instr-id="248" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="27">
+                <bounding-box x1="539" x2="568" y1="365" y2="373"/>
+                <content>(1.3–1.5)</content>
+                <instruction instr-id="248" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="51" x2="99" y1="353" y2="361"/>
+                <content>25,000–49,999</content>
+                <instruction instr-id="250" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="179" x2="201" y1="353" y2="361"/>
+                <content>31,170</content>
+                <instruction instr-id="250" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="219" x2="237" y1="353" y2="361"/>
+                <content>7,215</content>
+                <instruction instr-id="250" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="251" x2="270" y1="353" y2="361"/>
+                <content>(23.1)</content>
+                <instruction instr-id="250" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="292" x2="302" y1="353" y2="361"/>
+                <content>1.1</content>
+                <instruction instr-id="250" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="28">
+                <bounding-box x1="327" x2="355" y1="353" y2="361"/>
+                <content>(1.0–1.2)</content>
+                <instruction instr-id="250" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="28">
+                <bounding-box x1="381" x2="403" y1="353" y2="361"/>
+                <content>29,757</content>
+                <instruction instr-id="250" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="28">
+                <bounding-box x1="419" x2="437" y1="353" y2="361"/>
+                <content>7,079</content>
+                <instruction instr-id="250" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="28">
+                <bounding-box x1="452" x2="471" y1="353" y2="361"/>
+                <content>(23.8)</content>
+                <instruction instr-id="250" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="28">
+                <bounding-box x1="499" x2="509" y1="353" y2="361"/>
+                <content>1.2</content>
+                <instruction instr-id="250" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="28">
+                <bounding-box x1="539" x2="568" y1="353" y2="361"/>
+                <content>(1.1–1.3)</content>
+                <instruction instr-id="250" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="51" x2="99" y1="341" y2="349"/>
+                <content>50,000–74,999</content>
+                <instruction instr-id="252" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="179" x2="201" y1="341" y2="349"/>
+                <content>18,985</content>
+                <instruction instr-id="252" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="29">
+                <bounding-box x1="219" x2="237" y1="341" y2="349"/>
+                <content>4,330</content>
+                <instruction instr-id="252" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="29">
+                <bounding-box x1="251" x2="270" y1="341" y2="349"/>
+                <content>(22.8)</content>
+                <instruction instr-id="252" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="29">
+                <bounding-box x1="292" x2="302" y1="341" y2="349"/>
+                <content>1.1</content>
+                <instruction instr-id="252" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="29">
+                <bounding-box x1="327" x2="355" y1="341" y2="349"/>
+                <content>(1.0–1.2)</content>
+                <instruction instr-id="252" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="29">
+                <bounding-box x1="381" x2="403" y1="341" y2="349"/>
+                <content>18,557</content>
+                <instruction instr-id="252" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="29">
+                <bounding-box x1="419" x2="437" y1="341" y2="349"/>
+                <content>4,065</content>
+                <instruction instr-id="252" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="29">
+                <bounding-box x1="452" x2="471" y1="341" y2="349"/>
+                <content>(21.9)</content>
+                <instruction instr-id="252" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="29">
+                <bounding-box x1="499" x2="509" y1="341" y2="349"/>
+                <content>1.1</content>
+                <instruction instr-id="252" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="29">
+                <bounding-box x1="539" x2="568" y1="341" y2="349"/>
+                <content>(1.0–1.2)</content>
+                <instruction instr-id="252" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="51" x2="78" y1="329" y2="337"/>
+                <content>≥75,000</content>
+                <instruction instr-id="254" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="179" x2="201" y1="329" y2="337"/>
+                <content>31,137</content>
+                <instruction instr-id="254" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="30">
+                <bounding-box x1="219" x2="237" y1="329" y2="337"/>
+                <content>6,791</content>
+                <instruction instr-id="254" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="30">
+                <bounding-box x1="251" x2="270" y1="329" y2="337"/>
+                <content>(21.8)</content>
+                <instruction instr-id="254" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="30">
+                <bounding-box x1="291" x2="303" y1="329" y2="337"/>
+                <content>Ref.</content>
+                <instruction instr-id="254" subinstr-id="8"/>
+                <instruction instr-id="254" subinstr-id="10"/>
+                <instruction instr-id="254" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="30">
+                <bounding-box x1="337" x2="345" y1="329" y2="337"/>
+                <content>—</content>
+                <instruction instr-id="254" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="30">
+                <bounding-box x1="381" x2="403" y1="329" y2="337"/>
+                <content>32,558</content>
+                <instruction instr-id="254" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="30">
+                <bounding-box x1="419" x2="437" y1="329" y2="337"/>
+                <content>6,833</content>
+                <instruction instr-id="254" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="30">
+                <bounding-box x1="452" x2="471" y1="329" y2="337"/>
+                <content>(21.0)</content>
+                <instruction instr-id="254" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="30">
+                <bounding-box x1="498" x2="510" y1="329" y2="337"/>
+                <content>Ref.</content>
+                <instruction instr-id="254" subinstr-id="22"/>
+                <instruction instr-id="254" subinstr-id="24"/>
+                <instruction instr-id="254" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="30">
+                <bounding-box x1="550" x2="558" y1="329" y2="337"/>
+                <content>—</content>
+                <instruction instr-id="254" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="45" x2="97" y1="318" y2="326"/>
+                <content>Education level</content>
+                <instruction instr-id="257" subinstr-id="0"/>
+                <instruction instr-id="257" subinstr-id="2"/>
+                <instruction instr-id="257" subinstr-id="4"/>
+                <instruction instr-id="257" subinstr-id="6"/>
+                <instruction instr-id="257" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="32">
+                <bounding-box x1="51" x2="122" y1="306" y2="314"/>
+                <content>Lessthan high school</content>
+                <instruction instr-id="260" subinstr-id="0"/>
+                <instruction instr-id="260" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="179" x2="201" y1="306" y2="314"/>
+                <content>16,779</content>
+                <instruction instr-id="260" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="32">
+                <bounding-box x1="219" x2="237" y1="306" y2="314"/>
+                <content>4,283</content>
+                <instruction instr-id="260" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="32">
+                <bounding-box x1="251" x2="270" y1="306" y2="314"/>
+                <content>(25.5)</content>
+                <instruction instr-id="260" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="32">
+                <bounding-box x1="292" x2="302" y1="306" y2="314"/>
+                <content>1.1</content>
+                <instruction instr-id="260" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="32">
+                <bounding-box x1="327" x2="355" y1="306" y2="314"/>
+                <content>(1.0–1.2)</content>
+                <instruction instr-id="260" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="32">
+                <bounding-box x1="381" x2="403" y1="306" y2="314"/>
+                <content>15,229</content>
+                <instruction instr-id="260" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="32">
+                <bounding-box x1="419" x2="437" y1="306" y2="314"/>
+                <content>3,795</content>
+                <instruction instr-id="260" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="32">
+                <bounding-box x1="452" x2="471" y1="306" y2="314"/>
+                <content>(24.9)</content>
+                <instruction instr-id="260" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="32">
+                <bounding-box x1="499" x2="509" y1="306" y2="314"/>
+                <content>1.1</content>
+                <instruction instr-id="260" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="32">
+                <bounding-box x1="540" x2="568" y1="306" y2="314"/>
+                <content>(1.0–1.1)</content>
+                <instruction instr-id="260" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="33">
+                <bounding-box x1="51" x2="120" y1="294" y2="302"/>
+                <content>High school diploma</content>
+                <instruction instr-id="262" subinstr-id="0"/>
+                <instruction instr-id="262" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="33">
+                <bounding-box x1="179" x2="201" y1="294" y2="302"/>
+                <content>30,559</content>
+                <instruction instr-id="262" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="33">
+                <bounding-box x1="219" x2="237" y1="294" y2="302"/>
+                <content>6,635</content>
+                <instruction instr-id="262" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="33">
+                <bounding-box x1="251" x2="270" y1="294" y2="302"/>
+                <content>(21.7)</content>
+                <instruction instr-id="262" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="33">
+                <bounding-box x1="292" x2="302" y1="294" y2="302"/>
+                <content>0.9</content>
+                <instruction instr-id="262" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="33">
+                <bounding-box x1="327" x2="355" y1="294" y2="302"/>
+                <content>(0.8–0.9)</content>
+                <instruction instr-id="262" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="33">
+                <bounding-box x1="381" x2="403" y1="294" y2="302"/>
+                <content>30,692</content>
+                <instruction instr-id="262" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="33">
+                <bounding-box x1="419" x2="437" y1="294" y2="302"/>
+                <content>6,829</content>
+                <instruction instr-id="262" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="33">
+                <bounding-box x1="452" x2="471" y1="294" y2="302"/>
+                <content>(22.3)</content>
+                <instruction instr-id="262" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="33">
+                <bounding-box x1="499" x2="509" y1="294" y2="302"/>
+                <content>0.9</content>
+                <instruction instr-id="262" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="33">
+                <bounding-box x1="540" x2="566" y1="294" y2="302"/>
+                <content>(0.9–1.0</content>
+                <instruction instr-id="262" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="34">
+                <bounding-box x1="51" x2="125" y1="282" y2="290"/>
+                <content>Any college education</content>
+                <instruction instr-id="264" subinstr-id="0"/>
+                <instruction instr-id="264" subinstr-id="2"/>
+                <instruction instr-id="264" subinstr-id="4"/>
+                <instruction instr-id="264" subinstr-id="6"/>
+                <instruction instr-id="264" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="34">
+                <bounding-box x1="179" x2="201" y1="282" y2="290"/>
+                <content>63,354</content>
+                <instruction instr-id="264" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="34">
+                <bounding-box x1="215" x2="237" y1="282" y2="290"/>
+                <content>15,422</content>
+                <instruction instr-id="264" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="34">
+                <bounding-box x1="251" x2="270" y1="282" y2="290"/>
+                <content>(24.3)</content>
+                <instruction instr-id="266" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="34">
+                <bounding-box x1="291" x2="303" y1="282" y2="290"/>
+                <content>Ref.</content>
+                <instruction instr-id="266" subinstr-id="2"/>
+                <instruction instr-id="266" subinstr-id="4"/>
+                <instruction instr-id="266" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="34">
+                <bounding-box x1="337" x2="345" y1="282" y2="290"/>
+                <content>—</content>
+                <instruction instr-id="266" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="34">
+                <bounding-box x1="381" x2="403" y1="282" y2="290"/>
+                <content>65,884</content>
+                <instruction instr-id="266" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="34">
+                <bounding-box x1="415" x2="437" y1="282" y2="290"/>
+                <content>15,572</content>
+                <instruction instr-id="266" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="34">
+                <bounding-box x1="452" x2="471" y1="282" y2="290"/>
+                <content>(23.6)</content>
+                <instruction instr-id="266" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="34">
+                <bounding-box x1="498" x2="510" y1="282" y2="290"/>
+                <content>Ref.</content>
+                <instruction instr-id="266" subinstr-id="16"/>
+                <instruction instr-id="266" subinstr-id="18"/>
+                <instruction instr-id="266" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="34">
+                <bounding-box x1="550" x2="558" y1="282" y2="290"/>
+                <content>—</content>
+                <instruction instr-id="266" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="35">
+                <bounding-box x1="45" x2="108" y1="270" y2="278"/>
+                <content>U.S. Census region</content>
+                <instruction instr-id="269" subinstr-id="0"/>
+                <instruction instr-id="269" subinstr-id="2"/>
+                <instruction instr-id="269" subinstr-id="4"/>
+                <instruction instr-id="269" subinstr-id="6"/>
+                <instruction instr-id="269" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="36">
+                <bounding-box x1="51" x2="84" y1="258" y2="266"/>
+                <content>Northeast</content>
+                <instruction instr-id="272" subinstr-id="0"/>
+                <instruction instr-id="272" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="36">
+                <bounding-box x1="179" x2="201" y1="258" y2="266"/>
+                <content>23,128</content>
+                <instruction instr-id="272" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="36">
+                <bounding-box x1="219" x2="237" y1="258" y2="266"/>
+                <content>6,390</content>
+                <instruction instr-id="272" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="36">
+                <bounding-box x1="251" x2="270" y1="258" y2="266"/>
+                <content>(31.3)</content>
+                <instruction instr-id="272" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="36">
+                <bounding-box x1="292" x2="302" y1="258" y2="266"/>
+                <content>2.0</content>
+                <instruction instr-id="272" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="36">
+                <bounding-box x1="327" x2="355" y1="258" y2="266"/>
+                <content>(1.8–2.1)</content>
+                <instruction instr-id="272" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="36">
+                <bounding-box x1="381" x2="403" y1="258" y2="266"/>
+                <content>23,316</content>
+                <instruction instr-id="272" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="36">
+                <bounding-box x1="419" x2="437" y1="258" y2="266"/>
+                <content>5,538</content>
+                <instruction instr-id="272" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="36">
+                <bounding-box x1="452" x2="471" y1="258" y2="266"/>
+                <content>(27.1)</content>
+                <instruction instr-id="272" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="36">
+                <bounding-box x1="499" x2="509" y1="258" y2="266"/>
+                <content>1.6</content>
+                <instruction instr-id="272" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="36">
+                <bounding-box x1="539" x2="568" y1="258" y2="266"/>
+                <content>(1.4–1.7)</content>
+                <instruction instr-id="272" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="37">
+                <bounding-box x1="51" x2="79" y1="247" y2="255"/>
+                <content>Midwest</content>
+                <instruction instr-id="274" subinstr-id="0"/>
+                <instruction instr-id="274" subinstr-id="2"/>
+                <instruction instr-id="274" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="37">
+                <bounding-box x1="179" x2="201" y1="247" y2="255"/>
+                <content>29,202</content>
+                <instruction instr-id="274" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="37">
+                <bounding-box x1="219" x2="237" y1="247" y2="255"/>
+                <content>6,426</content>
+                <instruction instr-id="274" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="37">
+                <bounding-box x1="251" x2="270" y1="247" y2="255"/>
+                <content>(25.4)</content>
+                <instruction instr-id="274" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="37">
+                <bounding-box x1="292" x2="302" y1="247" y2="255"/>
+                <content>1.5</content>
+                <instruction instr-id="274" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="37">
+                <bounding-box x1="327" x2="355" y1="247" y2="255"/>
+                <content>(1.3–1.6)</content>
+                <instruction instr-id="274" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="37">
+                <bounding-box x1="381" x2="403" y1="247" y2="255"/>
+                <content>29,403</content>
+                <instruction instr-id="274" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="37">
+                <bounding-box x1="419" x2="437" y1="247" y2="255"/>
+                <content>6,878</content>
+                <instruction instr-id="274" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="37">
+                <bounding-box x1="452" x2="471" y1="247" y2="255"/>
+                <content>(27.1)</content>
+                <instruction instr-id="274" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="37">
+                <bounding-box x1="499" x2="509" y1="247" y2="255"/>
+                <content>1.6</content>
+                <instruction instr-id="274" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="37">
+                <bounding-box x1="539" x2="568" y1="247" y2="255"/>
+                <content>(1.4–1.7)</content>
+                <instruction instr-id="274" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="38">
+                <bounding-box x1="51" x2="70" y1="235" y2="243"/>
+                <content>South</content>
+                <instruction instr-id="276" subinstr-id="0"/>
+                <instruction instr-id="276" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="38">
+                <bounding-box x1="179" x2="201" y1="235" y2="243"/>
+                <content>48,324</content>
+                <instruction instr-id="276" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="38">
+                <bounding-box x1="219" x2="237" y1="235" y2="243"/>
+                <content>8,889</content>
+                <instruction instr-id="276" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="38">
+                <bounding-box x1="251" x2="270" y1="235" y2="243"/>
+                <content>(21.9)</content>
+                <instruction instr-id="276" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="38">
+                <bounding-box x1="292" x2="302" y1="235" y2="243"/>
+                <content>1.2</content>
+                <instruction instr-id="276" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="38">
+                <bounding-box x1="327" x2="355" y1="235" y2="243"/>
+                <content>(1.1–1.3)</content>
+                <instruction instr-id="276" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="38">
+                <bounding-box x1="381" x2="403" y1="235" y2="243"/>
+                <content>49,372</content>
+                <instruction instr-id="276" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="38">
+                <bounding-box x1="419" x2="437" y1="235" y2="243"/>
+                <content>9,088</content>
+                <instruction instr-id="276" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="38">
+                <bounding-box x1="452" x2="471" y1="235" y2="243"/>
+                <content>(21.9)</content>
+                <instruction instr-id="276" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="38">
+                <bounding-box x1="499" x2="509" y1="235" y2="243"/>
+                <content>1.2</content>
+                <instruction instr-id="276" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="38">
+                <bounding-box x1="539" x2="568" y1="235" y2="243"/>
+                <content>(1.1–1.3)</content>
+                <instruction instr-id="276" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="39">
+                <bounding-box x1="51" x2="67" y1="223" y2="231"/>
+                <content>West</content>
+                <instruction instr-id="278" subinstr-id="0"/>
+                <instruction instr-id="278" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="39">
+                <bounding-box x1="179" x2="201" y1="223" y2="231"/>
+                <content>27,550</content>
+                <instruction instr-id="278" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="39">
+                <bounding-box x1="219" x2="237" y1="223" y2="231"/>
+                <content>4,635</content>
+                <instruction instr-id="278" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="39">
+                <bounding-box x1="251" x2="270" y1="223" y2="231"/>
+                <content>(19.0)</content>
+                <instruction instr-id="278" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="39">
+                <bounding-box x1="291" x2="303" y1="223" y2="231"/>
+                <content>Ref.</content>
+                <instruction instr-id="278" subinstr-id="10"/>
+                <instruction instr-id="278" subinstr-id="12"/>
+                <instruction instr-id="278" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="39">
+                <bounding-box x1="337" x2="345" y1="223" y2="231"/>
+                <content>—</content>
+                <instruction instr-id="278" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="39">
+                <bounding-box x1="381" x2="403" y1="223" y2="231"/>
+                <content>28,021</content>
+                <instruction instr-id="278" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="39">
+                <bounding-box x1="419" x2="437" y1="223" y2="231"/>
+                <content>4,692</content>
+                <instruction instr-id="278" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="39">
+                <bounding-box x1="452" x2="471" y1="223" y2="231"/>
+                <content>(19.2)</content>
+                <instruction instr-id="278" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="39">
+                <bounding-box x1="498" x2="510" y1="223" y2="231"/>
+                <content>Ref.</content>
+                <instruction instr-id="278" subinstr-id="24"/>
+                <instruction instr-id="278" subinstr-id="26"/>
+                <instruction instr-id="278" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="40">
+                <bounding-box x1="45" x2="100" y1="211" y2="219"/>
+                <content>Disability status</content>
+                <instruction instr-id="281" subinstr-id="0"/>
+                <instruction instr-id="281" subinstr-id="2"/>
+                <instruction instr-id="281" subinstr-id="4"/>
+                <instruction instr-id="281" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="41">
+                <bounding-box x1="51" x2="61" y1="199" y2="207"/>
+                <content>Yes</content>
+                <instruction instr-id="284" subinstr-id="0"/>
+                <instruction instr-id="284" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="41">
+                <bounding-box x1="183" x2="201" y1="199" y2="207"/>
+                <content>3,657</content>
+                <instruction instr-id="284" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="41">
+                <bounding-box x1="224" x2="237" y1="199" y2="207"/>
+                <content>987</content>
+                <instruction instr-id="284" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="41">
+                <bounding-box x1="251" x2="270" y1="199" y2="207"/>
+                <content>(27.0)</content>
+                <instruction instr-id="284" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="41">
+                <bounding-box x1="292" x2="302" y1="199" y2="207"/>
+                <content>1.2</content>
+                <instruction instr-id="284" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="41">
+                <bounding-box x1="327" x2="355" y1="199" y2="207"/>
+                <content>(1.0–1.4)</content>
+                <instruction instr-id="284" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="41">
+                <bounding-box x1="385" x2="403" y1="199" y2="207"/>
+                <content>3,647</content>
+                <instruction instr-id="284" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="41">
+                <bounding-box x1="419" x2="437" y1="199" y2="207"/>
+                <content>1,100</content>
+                <instruction instr-id="284" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="41">
+                <bounding-box x1="452" x2="471" y1="199" y2="207"/>
+                <content>(30.2)</content>
+                <instruction instr-id="284" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="41">
+                <bounding-box x1="499" x2="509" y1="199" y2="207"/>
+                <content>1.4</content>
+                <instruction instr-id="284" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="41">
+                <bounding-box x1="539" x2="568" y1="199" y2="207"/>
+                <content>(1.2–1.7)</content>
+                <instruction instr-id="284" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="42">
+                <bounding-box x1="51" x2="60" y1="187" y2="195"/>
+                <content>No</content>
+                <instruction instr-id="286" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="42">
+                <bounding-box x1="175" x2="201" y1="187" y2="195"/>
+                <content>107,035</content>
+                <instruction instr-id="286" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="42">
+                <bounding-box x1="215" x2="237" y1="187" y2="195"/>
+                <content>25,353</content>
+                <instruction instr-id="286" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="42">
+                <bounding-box x1="251" x2="270" y1="187" y2="195"/>
+                <content>(23.7)</content>
+                <instruction instr-id="286" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="42">
+                <bounding-box x1="291" x2="303" y1="187" y2="195"/>
+                <content>Ref.</content>
+                <instruction instr-id="286" subinstr-id="8"/>
+                <instruction instr-id="286" subinstr-id="10"/>
+                <instruction instr-id="286" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="42">
+                <bounding-box x1="337" x2="345" y1="187" y2="195"/>
+                <content>—</content>
+                <instruction instr-id="286" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="42">
+                <bounding-box x1="376" x2="403" y1="187" y2="195"/>
+                <content>108,151</content>
+                <instruction instr-id="286" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="42">
+                <bounding-box x1="415" x2="437" y1="187" y2="195"/>
+                <content>25,096</content>
+                <instruction instr-id="286" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="42">
+                <bounding-box x1="452" x2="471" y1="187" y2="195"/>
+                <content>(23.2)</content>
+                <instruction instr-id="286" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="42">
+                <bounding-box x1="498" x2="510" y1="187" y2="195"/>
+                <content>Ref.</content>
+                <instruction instr-id="286" subinstr-id="22"/>
+                <instruction instr-id="286" subinstr-id="24"/>
+                <instruction instr-id="286" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="42">
+                <bounding-box x1="550" x2="558" y1="187" y2="195"/>
+                <content>—</content>
+                <instruction instr-id="286" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="43">
+                <bounding-box x1="44" x2="62" y1="175" y2="183"/>
+                <content>total</content>
+                <instruction instr-id="289" subinstr-id="0"/>
+                <instruction instr-id="289" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="43">
+                <bounding-box x1="173" x2="201" y1="175" y2="183"/>
+                <content>110,692</content>
+                <instruction instr-id="289" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="43">
+                <bounding-box x1="213" x2="237" y1="175" y2="183"/>
+                <content>26,196</content>
+                <instruction instr-id="289" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="43">
+                <bounding-box x1="250" x2="270" y1="175" y2="183"/>
+                <content>(23.4)</content>
+                <instruction instr-id="289" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="43">
+                <bounding-box x1="293" x2="301" y1="175" y2="183"/>
+                <content>—</content>
+                <instruction instr-id="289" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="43">
+                <bounding-box x1="337" x2="345" y1="175" y2="183"/>
+                <content>—</content>
+                <instruction instr-id="289" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="43">
+                <bounding-box x1="375" x2="403" y1="175" y2="183"/>
+                <content>111,800</content>
+                <instruction instr-id="289" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="43">
+                <bounding-box x1="414" x2="437" y1="175" y2="183"/>
+                <content>26,340</content>
+                <instruction instr-id="289" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="43">
+                <bounding-box x1="452" x2="471" y1="175" y2="183"/>
+                <content>(23.8)</content>
+                <instruction instr-id="289" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="43">
+                <bounding-box x1="500" x2="508" y1="175" y2="183"/>
+                <content>—</content>
+                <instruction instr-id="289" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="43">
+                <bounding-box x1="550" x2="558" y1="175" y2="183"/>
+                <content>—</content>
+                <instruction instr-id="289" subinstr-id="22"/>
+            </cell>
+        </region>
+    </table>
+    <table id="3">
+        <region col-increment="0" id="1" page="5" row-increment="0">
+            <cell end-row="1" id="1" start-col="0" start-row="0">
+                <bounding-box x1="45" x2="95" y1="661" y2="669"/>
+                <content>Characteristics</content>
+                <instruction instr-id="115" subinstr-id="0"/>
+                <instruction instr-id="115" subinstr-id="2"/>
+                <instruction instr-id="115" subinstr-id="4"/>
+                <instruction instr-id="115" subinstr-id="6"/>
+                <instruction instr-id="115" subinstr-id="8"/>
+            </cell>
+            <cell end-row="1" id="1" start-col="1" start-row="0">
+                <bounding-box x1="149" x2="181" y1="661" y2="696"/>
+                <content>total
+occupied
+housing
+units</content>
+                <instruction instr-id="117" subinstr-id="0"/>
+                <instruction instr-id="117" subinstr-id="2"/>
+                <instruction instr-id="119" subinstr-id="0"/>
+                <instruction instr-id="119" subinstr-id="2"/>
+                <instruction instr-id="121" subinstr-id="-1"/>
+                <instruction instr-id="123" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="5" id="1" start-col="2" start-row="0">
+                <bounding-box x1="237" x2="334" y1="689" y2="697"/>
+                <content>Rodent seen in unit recently</content>
+                <instruction instr-id="133" subinstr-id="0"/>
+                <instruction instr-id="133" subinstr-id="2"/>
+                <instruction instr-id="133" subinstr-id="4"/>
+                <instruction instr-id="133" subinstr-id="6"/>
+                <instruction instr-id="133" subinstr-id="8"/>
+                <instruction instr-id="133" subinstr-id="10"/>
+            </cell>
+            <cell end-col="9" id="1" start-col="6" start-row="0">
+                <bounding-box x1="421" x2="540" y1="689" y2="697"/>
+                <content>Leaks during preceding 12 months</content>
+                <instruction instr-id="142" subinstr-id="0"/>
+                <instruction instr-id="142" subinstr-id="2"/>
+                <instruction instr-id="142" subinstr-id="4"/>
+                <instruction instr-id="142" subinstr-id="6"/>
+                <instruction instr-id="142" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="207" x2="218" y1="661" y2="669"/>
+                <content>no.</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+                <instruction instr-id="144" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="253" x2="264" y1="661" y2="669"/>
+                <content>(%)</content>
+                <instruction instr-id="144" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="286" x2="327" y1="661" y2="678"/>
+                <content>Unadjusted
+odds ratio</content>
+                <instruction instr-id="146" subinstr-id="0"/>
+                <instruction instr-id="146" subinstr-id="2"/>
+                <instruction instr-id="148" subinstr-id="0"/>
+                <instruction instr-id="148" subinstr-id="2"/>
+                <instruction instr-id="148" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="344" x2="372" y1="661" y2="669"/>
+                <content>(95 %CI)</content>
+                <instruction instr-id="148" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="399" x2="411" y1="661" y2="669"/>
+                <content>no.</content>
+                <instruction instr-id="148" subinstr-id="8"/>
+                <instruction instr-id="148" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="1">
+                <bounding-box x1="443" x2="454" y1="661" y2="669"/>
+                <content>(%)</content>
+                <instruction instr-id="148" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="477" x2="517" y1="661" y2="678"/>
+                <content>Unadjusted
+odds ratio</content>
+                <instruction instr-id="150" subinstr-id="0"/>
+                <instruction instr-id="150" subinstr-id="2"/>
+                <instruction instr-id="152" subinstr-id="0"/>
+                <instruction instr-id="152" subinstr-id="2"/>
+                <instruction instr-id="152" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="1">
+                <bounding-box x1="537" x2="566" y1="661" y2="669"/>
+                <content>(95%CI)</content>
+                <instruction instr-id="152" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="44" x2="57" y1="647" y2="655"/>
+                <content>Sex</content>
+                <instruction instr-id="155" subinstr-id="0"/>
+                <instruction instr-id="155" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="50" x2="67" y1="634" y2="642"/>
+                <content>Male</content>
+                <instruction instr-id="159" subinstr-id="0"/>
+                <instruction instr-id="159" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="157" x2="179" y1="634" y2="642"/>
+                <content>60,721</content>
+                <instruction instr-id="159" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="206" x2="224" y1="634" y2="642"/>
+                <content>3,716</content>
+                <instruction instr-id="159" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="249" x2="268" y1="634" y2="642"/>
+                <content>(35.2)</content>
+                <instruction instr-id="159" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="300" x2="313" y1="634" y2="642"/>
+                <content>Ref.</content>
+                <instruction instr-id="159" subinstr-id="10"/>
+                <instruction instr-id="159" subinstr-id="12"/>
+                <instruction instr-id="159" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="354" x2="362" y1="634" y2="642"/>
+                <content>—</content>
+                <instruction instr-id="159" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="400" x2="418" y1="634" y2="642"/>
+                <content>5,748</content>
+                <instruction instr-id="159" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="442" x2="457" y1="634" y2="642"/>
+                <content>(9.6)</content>
+                <instruction instr-id="159" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="491" x2="503" y1="634" y2="642"/>
+                <content>Ref.</content>
+                <instruction instr-id="159" subinstr-id="22"/>
+                <instruction instr-id="159" subinstr-id="24"/>
+                <instruction instr-id="159" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="547" x2="555" y1="634" y2="642"/>
+                <content>—</content>
+                <instruction instr-id="159" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="50" x2="75" y1="621" y2="629"/>
+                <content>Female</content>
+                <instruction instr-id="161" subinstr-id="0"/>
+                <instruction instr-id="161" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="157" x2="179" y1="621" y2="629"/>
+                <content>51,084</content>
+                <instruction instr-id="161" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="206" x2="224" y1="621" y2="629"/>
+                <content>3,219</content>
+                <instruction instr-id="161" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="249" x2="268" y1="621" y2="629"/>
+                <content>(38.9)</content>
+                <instruction instr-id="161" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="302" x2="311" y1="621" y2="629"/>
+                <content>1.2</content>
+                <instruction instr-id="161" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="344" x2="372" y1="621" y2="629"/>
+                <content>(1.0–1.3)</content>
+                <instruction instr-id="161" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="400" x2="418" y1="621" y2="629"/>
+                <content>5,215</content>
+                <instruction instr-id="161" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="438" x2="457" y1="621" y2="629"/>
+                <content>(10.3)</content>
+                <instruction instr-id="161" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="492" x2="502" y1="621" y2="629"/>
+                <content>1.1</content>
+                <instruction instr-id="161" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="537" x2="565" y1="621" y2="629"/>
+                <content>(1.0–1.2)</content>
+                <instruction instr-id="161" subinstr-id="20"/>
+            </cell>
+            <cell end-col="8" id="1" start-col="0" start-row="5">
+                <bounding-box x1="44" x2="94" y1="609" y2="617"/>
+                <content>Race/Ethnicity</content>
+                <instruction instr-id="164" subinstr-id="0"/>
+                <instruction instr-id="164" subinstr-id="2"/>
+                <instruction instr-id="164" subinstr-id="4"/>
+                <instruction instr-id="164" subinstr-id="6"/>
+                <instruction instr-id="164" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="51" x2="118" y1="596" y2="604"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="167" subinstr-id="0"/>
+                <instruction instr-id="167" subinstr-id="2"/>
+                <instruction instr-id="167" subinstr-id="4"/>
+                <instruction instr-id="167" subinstr-id="6"/>
+                <instruction instr-id="167" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="157" x2="179" y1="596" y2="604"/>
+                <content>51,084</content>
+                <instruction instr-id="167" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="206" x2="224" y1="596" y2="604"/>
+                <content>4,692</content>
+                <instruction instr-id="167" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="249" x2="268" y1="596" y2="604"/>
+                <content>(33.4)</content>
+                <instruction instr-id="167" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="300" x2="313" y1="596" y2="604"/>
+                <content>Ref.</content>
+                <instruction instr-id="167" subinstr-id="16"/>
+                <instruction instr-id="167" subinstr-id="18"/>
+                <instruction instr-id="167" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="354" x2="362" y1="596" y2="604"/>
+                <content>—</content>
+                <instruction instr-id="167" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="400" x2="418" y1="596" y2="604"/>
+                <content>8,077</content>
+                <instruction instr-id="167" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="438" x2="457" y1="596" y2="604"/>
+                <content>(10.3)</content>
+                <instruction instr-id="167" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="491" x2="503" y1="596" y2="604"/>
+                <content>Ref.</content>
+                <instruction instr-id="167" subinstr-id="28"/>
+                <instruction instr-id="167" subinstr-id="30"/>
+                <instruction instr-id="167" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="547" x2="555" y1="596" y2="604"/>
+                <content>—</content>
+                <instruction instr-id="167" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="50" x2="79" y1="583" y2="591"/>
+                <content>Hispanic</content>
+                <instruction instr-id="169" subinstr-id="0"/>
+                <instruction instr-id="169" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="157" x2="179" y1="583" y2="591"/>
+                <content>79,333</content>
+                <instruction instr-id="169" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="212" x2="224" y1="583" y2="591"/>
+                <content>849</content>
+                <instruction instr-id="169" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="249" x2="268" y1="583" y2="591"/>
+                <content>(51.3)</content>
+                <instruction instr-id="169" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="302" x2="311" y1="583" y2="591"/>
+                <content>2.1</content>
+                <instruction instr-id="169" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="344" x2="372" y1="583" y2="591"/>
+                <content>(1.7–2.6)</content>
+                <instruction instr-id="169" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="406" x2="418" y1="583" y2="591"/>
+                <content>997</content>
+                <instruction instr-id="169" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="442" x2="457" y1="583" y2="591"/>
+                <content>(7.9)</content>
+                <instruction instr-id="169" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="492" x2="502" y1="583" y2="591"/>
+                <content>0.7</content>
+                <instruction instr-id="169" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="7">
+                <bounding-box x1="537" x2="565" y1="583" y2="591"/>
+                <content>(0.6–0.9)</content>
+                <instruction instr-id="169" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="50" x2="116" y1="570" y2="578"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="171" subinstr-id="0"/>
+                <instruction instr-id="171" subinstr-id="2"/>
+                <instruction instr-id="171" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="157" x2="179" y1="570" y2="578"/>
+                <content>12,739</content>
+                <instruction instr-id="171" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="206" x2="224" y1="570" y2="578"/>
+                <content>1,028</content>
+                <instruction instr-id="171" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="249" x2="268" y1="570" y2="578"/>
+                <content>(44.8)</content>
+                <instruction instr-id="171" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="302" x2="311" y1="570" y2="578"/>
+                <content>1.6</content>
+                <instruction instr-id="171" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="344" x2="372" y1="570" y2="578"/>
+                <content>(1.3–2.0)</content>
+                <instruction instr-id="171" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="400" x2="418" y1="570" y2="578"/>
+                <content>1,447</content>
+                <instruction instr-id="171" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="438" x2="457" y1="570" y2="578"/>
+                <content>(10.7)</content>
+                <instruction instr-id="171" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="492" x2="502" y1="570" y2="578"/>
+                <content>1.1</content>
+                <instruction instr-id="171" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="537" x2="565" y1="570" y2="578"/>
+                <content>(0.9–1.2)</content>
+                <instruction instr-id="171" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="50" x2="121" y1="558" y2="566"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="173" subinstr-id="0"/>
+                <instruction instr-id="173" subinstr-id="2"/>
+                <instruction instr-id="173" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="157" x2="179" y1="558" y2="566"/>
+                <content>13,609</content>
+                <instruction instr-id="173" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="212" x2="224" y1="558" y2="566"/>
+                <content>172</content>
+                <instruction instr-id="173" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="249" x2="268" y1="558" y2="566"/>
+                <content>(43.9)</content>
+                <instruction instr-id="173" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="302" x2="311" y1="558" y2="566"/>
+                <content>1.6</content>
+                <instruction instr-id="173" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="344" x2="372" y1="558" y2="566"/>
+                <content>(1.1–2.3)</content>
+                <instruction instr-id="173" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="405" x2="418" y1="558" y2="566"/>
+                <content>229</content>
+                <instruction instr-id="173" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="442" x2="457" y1="558" y2="566"/>
+                <content>(5.5)</content>
+                <instruction instr-id="173" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="492" x2="502" y1="558" y2="566"/>
+                <content>0.5</content>
+                <instruction instr-id="173" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="9">
+                <bounding-box x1="537" x2="565" y1="558" y2="566"/>
+                <content>(0.4–0.7)</content>
+                <instruction instr-id="173" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="50" x2="129" y1="536" y2="553"/>
+                <content>American Indian/Alaska
+Native</content>
+                <instruction instr-id="175" subinstr-id="0"/>
+                <instruction instr-id="175" subinstr-id="2"/>
+                <instruction instr-id="175" subinstr-id="4"/>
+                <instruction instr-id="175" subinstr-id="6"/>
+                <instruction instr-id="175" subinstr-id="8"/>
+                <instruction instr-id="175" subinstr-id="10"/>
+                <instruction instr-id="177" subinstr-id="0"/>
+                <instruction instr-id="177" subinstr-id="2"/>
+                <instruction instr-id="177" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="161" x2="179" y1="545" y2="553"/>
+                <content>4,181</content>
+                <instruction instr-id="179" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="216" x2="224" y1="545" y2="553"/>
+                <content>77</content>
+                <instruction instr-id="179" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="249" x2="268" y1="545" y2="553"/>
+                <content>(53.0)</content>
+                <instruction instr-id="179" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="302" x2="311" y1="545" y2="553"/>
+                <content>2.3</content>
+                <instruction instr-id="179" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="344" x2="372" y1="545" y2="553"/>
+                <content>(1.1–4.7)</content>
+                <instruction instr-id="179" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="10">
+                <bounding-box x1="410" x2="418" y1="545" y2="553"/>
+                <content>81</content>
+                <instruction instr-id="179" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="10">
+                <bounding-box x1="438" x2="457" y1="545" y2="553"/>
+                <content>(11.2)</content>
+                <instruction instr-id="179" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="10">
+                <bounding-box x1="492" x2="502" y1="545" y2="553"/>
+                <content>1.1</content>
+                <instruction instr-id="179" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="10">
+                <bounding-box x1="537" x2="565" y1="545" y2="553"/>
+                <content>(0.7–1.8)</content>
+                <instruction instr-id="179" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="44" x2="118" y1="526" y2="534"/>
+                <content>Sex, by race/ethnicity</content>
+                <instruction instr-id="182" subinstr-id="0"/>
+                <instruction instr-id="182" subinstr-id="2"/>
+                <instruction instr-id="182" subinstr-id="4"/>
+                <instruction instr-id="182" subinstr-id="6"/>
+                <instruction instr-id="182" subinstr-id="8"/>
+                <instruction instr-id="182" subinstr-id="10"/>
+                <instruction instr-id="182" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="50" x2="67" y1="514" y2="522"/>
+                <content>Male</content>
+                <instruction instr-id="185" subinstr-id="0"/>
+                <instruction instr-id="185" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="58" x2="126" y1="501" y2="509"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="187" subinstr-id="0"/>
+                <instruction instr-id="187" subinstr-id="2"/>
+                <instruction instr-id="187" subinstr-id="4"/>
+                <instruction instr-id="187" subinstr-id="6"/>
+                <instruction instr-id="187" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="157" x2="179" y1="501" y2="509"/>
+                <content>44,537</content>
+                <instruction instr-id="187" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="206" x2="224" y1="501" y2="509"/>
+                <content>2,739</content>
+                <instruction instr-id="187" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="249" x2="268" y1="501" y2="509"/>
+                <content>(33.0)</content>
+                <instruction instr-id="187" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="300" x2="312" y1="501" y2="509"/>
+                <content>Ref.</content>
+                <instruction instr-id="187" subinstr-id="16"/>
+                <instruction instr-id="187" subinstr-id="18"/>
+                <instruction instr-id="187" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="354" x2="362" y1="501" y2="509"/>
+                <content>—</content>
+                <instruction instr-id="187" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="13">
+                <bounding-box x1="400" x2="418" y1="501" y2="509"/>
+                <content>4,439</content>
+                <instruction instr-id="187" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="13">
+                <bounding-box x1="438" x2="457" y1="501" y2="509"/>
+                <content>(10.1)</content>
+                <instruction instr-id="187" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="13">
+                <bounding-box x1="491" x2="503" y1="501" y2="509"/>
+                <content>Ref.</content>
+                <instruction instr-id="187" subinstr-id="28"/>
+                <instruction instr-id="187" subinstr-id="30"/>
+                <instruction instr-id="187" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="13">
+                <bounding-box x1="547" x2="555" y1="501" y2="509"/>
+                <content>—</content>
+                <instruction instr-id="187" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="58" x2="87" y1="488" y2="496"/>
+                <content>Hispanic</content>
+                <instruction instr-id="189" subinstr-id="0"/>
+                <instruction instr-id="189" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="161" x2="179" y1="488" y2="496"/>
+                <content>7,160</content>
+                <instruction instr-id="189" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="212" x2="224" y1="488" y2="496"/>
+                <content>398</content>
+                <instruction instr-id="189" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="249" x2="268" y1="488" y2="496"/>
+                <content>(44.8)</content>
+                <instruction instr-id="189" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="301" x2="311" y1="488" y2="496"/>
+                <content>1.7</content>
+                <instruction instr-id="189" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="344" x2="372" y1="488" y2="496"/>
+                <content>(1.2–2.2)</content>
+                <instruction instr-id="189" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="405" x2="418" y1="488" y2="496"/>
+                <content>545</content>
+                <instruction instr-id="189" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="14">
+                <bounding-box x1="442" x2="457" y1="488" y2="496"/>
+                <content>(7.7)</content>
+                <instruction instr-id="189" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="14">
+                <bounding-box x1="492" x2="502" y1="488" y2="496"/>
+                <content>0.7</content>
+                <instruction instr-id="189" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="14">
+                <bounding-box x1="537" x2="565" y1="488" y2="496"/>
+                <content>(0.6–0.9)</content>
+                <instruction instr-id="189" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="58" x2="123" y1="475" y2="483"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="191" subinstr-id="0"/>
+                <instruction instr-id="191" subinstr-id="2"/>
+                <instruction instr-id="191" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="161" x2="179" y1="475" y2="483"/>
+                <content>5,520</content>
+                <instruction instr-id="191" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="212" x2="224" y1="475" y2="483"/>
+                <content>353</content>
+                <instruction instr-id="191" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="249" x2="268" y1="475" y2="483"/>
+                <content>(41.0)</content>
+                <instruction instr-id="191" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="301" x2="311" y1="475" y2="483"/>
+                <content>1.4</content>
+                <instruction instr-id="191" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="344" x2="372" y1="475" y2="483"/>
+                <content>(1.0–1.9)</content>
+                <instruction instr-id="191" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="405" x2="418" y1="475" y2="483"/>
+                <content>561</content>
+                <instruction instr-id="191" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="15">
+                <bounding-box x1="438" x2="457" y1="475" y2="483"/>
+                <content>(10.3)</content>
+                <instruction instr-id="191" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="492" x2="502" y1="475" y2="483"/>
+                <content>1.0</content>
+                <instruction instr-id="191" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="15">
+                <bounding-box x1="537" x2="565" y1="475" y2="483"/>
+                <content>(0.8–1.2)</content>
+                <instruction instr-id="191" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="58" x2="128" y1="463" y2="471"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="193" subinstr-id="0"/>
+                <instruction instr-id="193" subinstr-id="2"/>
+                <instruction instr-id="193" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="161" x2="179" y1="463" y2="471"/>
+                <content>2,577</content>
+                <instruction instr-id="193" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="212" x2="224" y1="463" y2="471"/>
+                <content>115</content>
+                <instruction instr-id="193" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="249" x2="268" y1="463" y2="471"/>
+                <content>(46.3)</content>
+                <instruction instr-id="193" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="301" x2="311" y1="463" y2="471"/>
+                <content>1.8</content>
+                <instruction instr-id="193" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="344" x2="372" y1="463" y2="471"/>
+                <content>(1.1–2.9)</content>
+                <instruction instr-id="193" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="405" x2="418" y1="463" y2="471"/>
+                <content>113</content>
+                <instruction instr-id="193" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="16">
+                <bounding-box x1="442" x2="457" y1="463" y2="471"/>
+                <content>(4.4)</content>
+                <instruction instr-id="193" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="16">
+                <bounding-box x1="492" x2="502" y1="463" y2="471"/>
+                <content>0.4</content>
+                <instruction instr-id="193" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="16">
+                <bounding-box x1="537" x2="565" y1="463" y2="471"/>
+                <content>(0.3–0.6)</content>
+                <instruction instr-id="193" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="58" x2="137" y1="441" y2="458"/>
+                <content>American Indian/Alaska
+Native</content>
+                <instruction instr-id="195" subinstr-id="0"/>
+                <instruction instr-id="195" subinstr-id="2"/>
+                <instruction instr-id="195" subinstr-id="4"/>
+                <instruction instr-id="195" subinstr-id="6"/>
+                <instruction instr-id="195" subinstr-id="8"/>
+                <instruction instr-id="195" subinstr-id="10"/>
+                <instruction instr-id="197" subinstr-id="0"/>
+                <instruction instr-id="197" subinstr-id="2"/>
+                <instruction instr-id="197" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="167" x2="179" y1="450" y2="458"/>
+                <content>352</content>
+                <instruction instr-id="199" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="216" x2="224" y1="450" y2="458"/>
+                <content>55</content>
+                <instruction instr-id="199" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="249" x2="268" y1="450" y2="458"/>
+                <content>(65.1)</content>
+                <instruction instr-id="199" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="301" x2="311" y1="450" y2="458"/>
+                <content>3.8</content>
+                <instruction instr-id="199" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="17">
+                <bounding-box x1="342" x2="374" y1="450" y2="458"/>
+                <content>(1.3–11.1)</content>
+                <instruction instr-id="199" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="17">
+                <bounding-box x1="409" x2="418" y1="450" y2="458"/>
+                <content>42</content>
+                <instruction instr-id="199" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="17">
+                <bounding-box x1="438" x2="457" y1="450" y2="458"/>
+                <content>(11.9)</content>
+                <instruction instr-id="199" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="17">
+                <bounding-box x1="492" x2="502" y1="450" y2="458"/>
+                <content>1.2</content>
+                <instruction instr-id="199" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="17">
+                <bounding-box x1="537" x2="565" y1="450" y2="458"/>
+                <content>(0.6–2.4)</content>
+                <instruction instr-id="199" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="50" x2="74" y1="431" y2="439"/>
+                <content>Female</content>
+                <instruction instr-id="201" subinstr-id="0"/>
+                <instruction instr-id="201" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="58" x2="125" y1="419" y2="427"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="203" subinstr-id="0"/>
+                <instruction instr-id="203" subinstr-id="2"/>
+                <instruction instr-id="203" subinstr-id="4"/>
+                <instruction instr-id="203" subinstr-id="6"/>
+                <instruction instr-id="203" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="157" x2="179" y1="419" y2="427"/>
+                <content>34,795</content>
+                <instruction instr-id="203" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="206" x2="224" y1="419" y2="427"/>
+                <content>1,953</content>
+                <instruction instr-id="205" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="249" x2="268" y1="419" y2="427"/>
+                <content>(34.0)</content>
+                <instruction instr-id="205" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="300" x2="313" y1="419" y2="427"/>
+                <content>Ref.</content>
+                <instruction instr-id="205" subinstr-id="4"/>
+                <instruction instr-id="205" subinstr-id="6"/>
+                <instruction instr-id="205" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="19">
+                <bounding-box x1="354" x2="362" y1="419" y2="427"/>
+                <content>—</content>
+                <instruction instr-id="205" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="19">
+                <bounding-box x1="400" x2="418" y1="419" y2="427"/>
+                <content>3,639</content>
+                <instruction instr-id="205" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="19">
+                <bounding-box x1="438" x2="457" y1="419" y2="427"/>
+                <content>(10.6)</content>
+                <instruction instr-id="205" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="19">
+                <bounding-box x1="491" x2="503" y1="419" y2="427"/>
+                <content>Ref.</content>
+                <instruction instr-id="205" subinstr-id="16"/>
+                <instruction instr-id="205" subinstr-id="18"/>
+                <instruction instr-id="205" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="19">
+                <bounding-box x1="547" x2="555" y1="419" y2="427"/>
+                <content>—</content>
+                <instruction instr-id="205" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="58" x2="87" y1="406" y2="414"/>
+                <content>Hispanic</content>
+                <instruction instr-id="207" subinstr-id="0"/>
+                <instruction instr-id="207" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="161" x2="179" y1="406" y2="414"/>
+                <content>5,580</content>
+                <instruction instr-id="207" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="212" x2="224" y1="406" y2="414"/>
+                <content>451</content>
+                <instruction instr-id="207" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="249" x2="268" y1="406" y2="414"/>
+                <content>(59.0)</content>
+                <instruction instr-id="207" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="302" x2="311" y1="406" y2="414"/>
+                <content>2.8</content>
+                <instruction instr-id="207" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="20">
+                <bounding-box x1="344" x2="372" y1="406" y2="414"/>
+                <content>(2.0–3.9)</content>
+                <instruction instr-id="207" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="20">
+                <bounding-box x1="406" x2="418" y1="406" y2="414"/>
+                <content>452</content>
+                <instruction instr-id="207" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="20">
+                <bounding-box x1="442" x2="457" y1="406" y2="414"/>
+                <content>(8.1)</content>
+                <instruction instr-id="207" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="20">
+                <bounding-box x1="492" x2="502" y1="406" y2="414"/>
+                <content>0.8</content>
+                <instruction instr-id="207" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="20">
+                <bounding-box x1="537" x2="565" y1="406" y2="414"/>
+                <content>(0.6–0.9)</content>
+                <instruction instr-id="207" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="58" x2="124" y1="393" y2="401"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="209" subinstr-id="0"/>
+                <instruction instr-id="209" subinstr-id="2"/>
+                <instruction instr-id="209" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="161" x2="179" y1="393" y2="401"/>
+                <content>8,090</content>
+                <instruction instr-id="209" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="212" x2="224" y1="393" y2="401"/>
+                <content>675</content>
+                <instruction instr-id="209" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="249" x2="268" y1="393" y2="401"/>
+                <content>(47.1)</content>
+                <instruction instr-id="209" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="302" x2="311" y1="393" y2="401"/>
+                <content>1.7</content>
+                <instruction instr-id="209" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="21">
+                <bounding-box x1="344" x2="372" y1="393" y2="401"/>
+                <content>(1.3–2.2)</content>
+                <instruction instr-id="209" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="21">
+                <bounding-box x1="406" x2="418" y1="393" y2="401"/>
+                <content>885</content>
+                <instruction instr-id="209" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="21">
+                <bounding-box x1="438" x2="457" y1="393" y2="401"/>
+                <content>(11.1)</content>
+                <instruction instr-id="209" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="21">
+                <bounding-box x1="492" x2="502" y1="393" y2="401"/>
+                <content>1.1</content>
+                <instruction instr-id="209" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="21">
+                <bounding-box x1="537" x2="565" y1="393" y2="401"/>
+                <content>(0.9–1.2)</content>
+                <instruction instr-id="209" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="58" x2="128" y1="380" y2="388"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="211" subinstr-id="0"/>
+                <instruction instr-id="211" subinstr-id="2"/>
+                <instruction instr-id="211" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="161" x2="179" y1="380" y2="388"/>
+                <content>1,604</content>
+                <instruction instr-id="211" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="216" x2="224" y1="380" y2="388"/>
+                <content>57</content>
+                <instruction instr-id="211" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="249" x2="268" y1="380" y2="388"/>
+                <content>(39.9)</content>
+                <instruction instr-id="211" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="302" x2="311" y1="380" y2="388"/>
+                <content>1.3</content>
+                <instruction instr-id="211" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="22">
+                <bounding-box x1="344" x2="372" y1="380" y2="388"/>
+                <content>(0.7–2.5)</content>
+                <instruction instr-id="211" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="22">
+                <bounding-box x1="405" x2="418" y1="380" y2="388"/>
+                <content>116</content>
+                <instruction instr-id="211" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="22">
+                <bounding-box x1="442" x2="457" y1="380" y2="388"/>
+                <content>(7.3)</content>
+                <instruction instr-id="211" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="22">
+                <bounding-box x1="492" x2="502" y1="380" y2="388"/>
+                <content>0.7</content>
+                <instruction instr-id="211" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="22">
+                <bounding-box x1="537" x2="565" y1="380" y2="388"/>
+                <content>(0.5–1.0)</content>
+                <instruction instr-id="211" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="58" x2="137" y1="359" y2="376"/>
+                <content>American Indian/Alaska
+Native</content>
+                <instruction instr-id="213" subinstr-id="0"/>
+                <instruction instr-id="213" subinstr-id="2"/>
+                <instruction instr-id="213" subinstr-id="4"/>
+                <instruction instr-id="213" subinstr-id="6"/>
+                <instruction instr-id="213" subinstr-id="8"/>
+                <instruction instr-id="213" subinstr-id="10"/>
+                <instruction instr-id="215" subinstr-id="0"/>
+                <instruction instr-id="215" subinstr-id="2"/>
+                <instruction instr-id="215" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="167" x2="179" y1="368" y2="376"/>
+                <content>378</content>
+                <instruction instr-id="217" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="216" x2="224" y1="368" y2="376"/>
+                <content>22</content>
+                <instruction instr-id="217" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="249" x2="268" y1="368" y2="376"/>
+                <content>(36.1)</content>
+                <instruction instr-id="217" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="302" x2="311" y1="368" y2="376"/>
+                <content>1.1</content>
+                <instruction instr-id="217" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="23">
+                <bounding-box x1="344" x2="372" y1="368" y2="376"/>
+                <content>(0.4–3.3)</content>
+                <instruction instr-id="217" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="23">
+                <bounding-box x1="410" x2="418" y1="368" y2="376"/>
+                <content>39</content>
+                <instruction instr-id="217" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="23">
+                <bounding-box x1="438" x2="457" y1="368" y2="376"/>
+                <content>(10.5)</content>
+                <instruction instr-id="217" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="23">
+                <bounding-box x1="492" x2="502" y1="368" y2="376"/>
+                <content>1.0</content>
+                <instruction instr-id="217" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="23">
+                <bounding-box x1="537" x2="565" y1="368" y2="376"/>
+                <content>(0.5–1.9)</content>
+                <instruction instr-id="217" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="44" x2="107" y1="349" y2="357"/>
+                <content>Annualincome($)</content>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+                <instruction instr-id="220" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="50" x2="77" y1="336" y2="344"/>
+                <content>≤24,999</content>
+                <instruction instr-id="223" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="157" x2="179" y1="336" y2="344"/>
+                <content>49,240</content>
+                <instruction instr-id="223" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="206" x2="224" y1="336" y2="344"/>
+                <content>2,388</content>
+                <instruction instr-id="223" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="249" x2="268" y1="336" y2="344"/>
+                <content>(45.1)</content>
+                <instruction instr-id="223" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="302" x2="311" y1="336" y2="344"/>
+                <content>1.9</content>
+                <instruction instr-id="223" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="25">
+                <bounding-box x1="344" x2="372" y1="336" y2="344"/>
+                <content>(1.6–2.2)</content>
+                <instruction instr-id="223" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="25">
+                <bounding-box x1="400" x2="418" y1="336" y2="344"/>
+                <content>2,957</content>
+                <instruction instr-id="223" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="25">
+                <bounding-box x1="442" x2="457" y1="336" y2="344"/>
+                <content>(9.7)</content>
+                <instruction instr-id="223" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="25">
+                <bounding-box x1="492" x2="502" y1="336" y2="344"/>
+                <content>1.0</content>
+                <instruction instr-id="223" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="25">
+                <bounding-box x1="537" x2="565" y1="336" y2="344"/>
+                <content>(0.9–1.1)</content>
+                <instruction instr-id="223" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="50" x2="99" y1="324" y2="332"/>
+                <content>25,000–49,999</content>
+                <instruction instr-id="225" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="157" x2="179" y1="324" y2="332"/>
+                <content>29,757</content>
+                <instruction instr-id="225" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="206" x2="224" y1="324" y2="332"/>
+                <content>1,913</content>
+                <instruction instr-id="225" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="249" x2="268" y1="324" y2="332"/>
+                <content>(38.0)</content>
+                <instruction instr-id="225" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="301" x2="311" y1="324" y2="332"/>
+                <content>1.4</content>
+                <instruction instr-id="225" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="26">
+                <bounding-box x1="344" x2="372" y1="324" y2="332"/>
+                <content>(1.2–1.7)</content>
+                <instruction instr-id="225" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="26">
+                <bounding-box x1="400" x2="418" y1="324" y2="332"/>
+                <content>2,915</content>
+                <instruction instr-id="225" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="26">
+                <bounding-box x1="442" x2="457" y1="324" y2="332"/>
+                <content>(9.9)</content>
+                <instruction instr-id="225" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="26">
+                <bounding-box x1="492" x2="502" y1="324" y2="332"/>
+                <content>1.0</content>
+                <instruction instr-id="225" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="26">
+                <bounding-box x1="537" x2="565" y1="324" y2="332"/>
+                <content>(0.9–1.1)</content>
+                <instruction instr-id="225" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="50" x2="99" y1="311" y2="319"/>
+                <content>50,000–74,999</content>
+                <instruction instr-id="227" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="157" x2="179" y1="311" y2="319"/>
+                <content>18,557</content>
+                <instruction instr-id="227" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="212" x2="224" y1="311" y2="319"/>
+                <content>971</content>
+                <instruction instr-id="227" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="249" x2="268" y1="311" y2="319"/>
+                <content>(32.1)</content>
+                <instruction instr-id="227" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="301" x2="311" y1="311" y2="319"/>
+                <content>1.1</content>
+                <instruction instr-id="227" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="27">
+                <bounding-box x1="344" x2="372" y1="311" y2="319"/>
+                <content>(0.9–1.3)</content>
+                <instruction instr-id="227" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="27">
+                <bounding-box x1="400" x2="418" y1="311" y2="319"/>
+                <content>1,881</content>
+                <instruction instr-id="227" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="27">
+                <bounding-box x1="438" x2="457" y1="311" y2="319"/>
+                <content>(10.3)</content>
+                <instruction instr-id="227" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="27">
+                <bounding-box x1="492" x2="502" y1="311" y2="319"/>
+                <content>1.0</content>
+                <instruction instr-id="227" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="27">
+                <bounding-box x1="537" x2="565" y1="311" y2="319"/>
+                <content>(0.9–1.2)</content>
+                <instruction instr-id="227" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="50" x2="77" y1="298" y2="306"/>
+                <content>≥75,000</content>
+                <instruction instr-id="229" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="157" x2="179" y1="298" y2="306"/>
+                <content>32,558</content>
+                <instruction instr-id="229" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="206" x2="224" y1="298" y2="306"/>
+                <content>1,663</content>
+                <instruction instr-id="229" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="249" x2="268" y1="298" y2="306"/>
+                <content>(30.5)</content>
+                <instruction instr-id="229" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="300" x2="312" y1="298" y2="306"/>
+                <content>Ref.</content>
+                <instruction instr-id="229" subinstr-id="8"/>
+                <instruction instr-id="229" subinstr-id="10"/>
+                <instruction instr-id="229" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="28">
+                <bounding-box x1="354" x2="362" y1="298" y2="306"/>
+                <content>—</content>
+                <instruction instr-id="229" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="28">
+                <bounding-box x1="400" x2="418" y1="298" y2="306"/>
+                <content>3,209</content>
+                <instruction instr-id="229" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="28">
+                <bounding-box x1="442" x2="457" y1="298" y2="306"/>
+                <content>(9.9)</content>
+                <instruction instr-id="229" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="28">
+                <bounding-box x1="491" x2="503" y1="298" y2="306"/>
+                <content>Ref.</content>
+                <instruction instr-id="229" subinstr-id="20"/>
+                <instruction instr-id="229" subinstr-id="22"/>
+                <instruction instr-id="229" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="28">
+                <bounding-box x1="547" x2="555" y1="298" y2="306"/>
+                <content>—</content>
+                <instruction instr-id="229" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="44" x2="97" y1="285" y2="293"/>
+                <content>Education level</content>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+                <instruction instr-id="232" subinstr-id="4"/>
+                <instruction instr-id="232" subinstr-id="6"/>
+                <instruction instr-id="232" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="50" x2="122" y1="273" y2="281"/>
+                <content>Less than high school</content>
+                <instruction instr-id="235" subinstr-id="0"/>
+                <instruction instr-id="235" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="157" x2="179" y1="273" y2="281"/>
+                <content>15,229</content>
+                <instruction instr-id="235" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="30">
+                <bounding-box x1="206" x2="224" y1="273" y2="281"/>
+                <content>1,270</content>
+                <instruction instr-id="235" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="30">
+                <bounding-box x1="249" x2="268" y1="273" y2="281"/>
+                <content>(44.1)</content>
+                <instruction instr-id="235" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="30">
+                <bounding-box x1="301" x2="311" y1="273" y2="281"/>
+                <content>1.5</content>
+                <instruction instr-id="235" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="30">
+                <bounding-box x1="344" x2="372" y1="273" y2="281"/>
+                <content>(1.3–1.8)</content>
+                <instruction instr-id="235" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="30">
+                <bounding-box x1="400" x2="418" y1="273" y2="281"/>
+                <content>1,297</content>
+                <instruction instr-id="235" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="30">
+                <bounding-box x1="442" x2="457" y1="273" y2="281"/>
+                <content>(8.6)</content>
+                <instruction instr-id="235" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="30">
+                <bounding-box x1="492" x2="502" y1="273" y2="281"/>
+                <content>0.8</content>
+                <instruction instr-id="235" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="30">
+                <bounding-box x1="537" x2="565" y1="273" y2="281"/>
+                <content>(0.7–0.9)</content>
+                <instruction instr-id="235" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="50" x2="119" y1="260" y2="268"/>
+                <content>High school diploma</content>
+                <instruction instr-id="237" subinstr-id="0"/>
+                <instruction instr-id="237" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="157" x2="179" y1="260" y2="268"/>
+                <content>30,692</content>
+                <instruction instr-id="237" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="31">
+                <bounding-box x1="206" x2="224" y1="260" y2="268"/>
+                <content>1,955</content>
+                <instruction instr-id="237" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="31">
+                <bounding-box x1="249" x2="268" y1="260" y2="268"/>
+                <content>(38.2)</content>
+                <instruction instr-id="237" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="31">
+                <bounding-box x1="301" x2="311" y1="260" y2="268"/>
+                <content>1.2</content>
+                <instruction instr-id="237" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="31">
+                <bounding-box x1="344" x2="372" y1="260" y2="268"/>
+                <content>(1.0–1.4)</content>
+                <instruction instr-id="237" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="31">
+                <bounding-box x1="400" x2="418" y1="260" y2="268"/>
+                <content>2,698</content>
+                <instruction instr-id="237" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="31">
+                <bounding-box x1="442" x2="457" y1="260" y2="268"/>
+                <content>(8.9)</content>
+                <instruction instr-id="237" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="31">
+                <bounding-box x1="492" x2="502" y1="260" y2="268"/>
+                <content>0.8</content>
+                <instruction instr-id="237" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="31">
+                <bounding-box x1="537" x2="565" y1="260" y2="268"/>
+                <content>(0.7–0.9)</content>
+                <instruction instr-id="237" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="32">
+                <bounding-box x1="50" x2="125" y1="247" y2="255"/>
+                <content>Any college education</content>
+                <instruction instr-id="239" subinstr-id="0"/>
+                <instruction instr-id="239" subinstr-id="2"/>
+                <instruction instr-id="239" subinstr-id="4"/>
+                <instruction instr-id="239" subinstr-id="6"/>
+                <instruction instr-id="239" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="157" x2="179" y1="247" y2="255"/>
+                <content>65,884</content>
+                <instruction instr-id="239" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="32">
+                <bounding-box x1="206" x2="224" y1="247" y2="255"/>
+                <content>3,709</content>
+                <instruction instr-id="239" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="32">
+                <bounding-box x1="249" x2="268" y1="247" y2="255"/>
+                <content>(34.3)</content>
+                <instruction instr-id="239" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="32">
+                <bounding-box x1="300" x2="312" y1="247" y2="255"/>
+                <content>Ref.</content>
+                <instruction instr-id="239" subinstr-id="16"/>
+                <instruction instr-id="239" subinstr-id="18"/>
+                <instruction instr-id="239" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="32">
+                <bounding-box x1="354" x2="362" y1="247" y2="255"/>
+                <content>—</content>
+                <instruction instr-id="239" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="32">
+                <bounding-box x1="400" x2="418" y1="247" y2="255"/>
+                <content>6,969</content>
+                <instruction instr-id="239" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="32">
+                <bounding-box x1="438" x2="457" y1="247" y2="255"/>
+                <content>(10.7)</content>
+                <instruction instr-id="239" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="32">
+                <bounding-box x1="491" x2="503" y1="247" y2="255"/>
+                <content>Ref.</content>
+                <instruction instr-id="239" subinstr-id="28"/>
+                <instruction instr-id="239" subinstr-id="30"/>
+                <instruction instr-id="239" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="32">
+                <bounding-box x1="547" x2="555" y1="247" y2="255"/>
+                <content>—</content>
+                <instruction instr-id="239" subinstr-id="34"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="33">
+                <bounding-box x1="44" x2="108" y1="234" y2="242"/>
+                <content>U.S. Census region</content>
+                <instruction instr-id="242" subinstr-id="0"/>
+                <instruction instr-id="242" subinstr-id="2"/>
+                <instruction instr-id="242" subinstr-id="4"/>
+                <instruction instr-id="242" subinstr-id="6"/>
+                <instruction instr-id="242" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="34">
+                <bounding-box x1="50" x2="84" y1="222" y2="230"/>
+                <content>Northeast</content>
+                <instruction instr-id="245" subinstr-id="0"/>
+                <instruction instr-id="245" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="34">
+                <bounding-box x1="157" x2="179" y1="222" y2="230"/>
+                <content>23,316</content>
+                <instruction instr-id="245" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="34">
+                <bounding-box x1="206" x2="224" y1="222" y2="230"/>
+                <content>1,850</content>
+                <instruction instr-id="245" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="34">
+                <bounding-box x1="249" x2="268" y1="222" y2="230"/>
+                <content>(43.1)</content>
+                <instruction instr-id="245" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="34">
+                <bounding-box x1="301" x2="311" y1="222" y2="230"/>
+                <content>1.6</content>
+                <instruction instr-id="245" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="34">
+                <bounding-box x1="344" x2="372" y1="222" y2="230"/>
+                <content>(1.3–2.0)</content>
+                <instruction instr-id="245" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="34">
+                <bounding-box x1="400" x2="418" y1="222" y2="230"/>
+                <content>2,285</content>
+                <instruction instr-id="245" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="34">
+                <bounding-box x1="438" x2="457" y1="222" y2="230"/>
+                <content>(11.3)</content>
+                <instruction instr-id="245" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="34">
+                <bounding-box x1="492" x2="502" y1="222" y2="230"/>
+                <content>1.8</content>
+                <instruction instr-id="245" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="34">
+                <bounding-box x1="537" x2="565" y1="222" y2="230"/>
+                <content>(1.6–2.1)</content>
+                <instruction instr-id="245" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="35">
+                <bounding-box x1="50" x2="79" y1="209" y2="217"/>
+                <content>Midwest</content>
+                <instruction instr-id="247" subinstr-id="0"/>
+                <instruction instr-id="247" subinstr-id="2"/>
+                <instruction instr-id="247" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="35">
+                <bounding-box x1="157" x2="179" y1="209" y2="217"/>
+                <content>29,403</content>
+                <instruction instr-id="247" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="35">
+                <bounding-box x1="206" x2="224" y1="209" y2="217"/>
+                <content>1,571</content>
+                <instruction instr-id="249" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="35">
+                <bounding-box x1="249" x2="268" y1="209" y2="217"/>
+                <content>(33.9)</content>
+                <instruction instr-id="249" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="35">
+                <bounding-box x1="302" x2="311" y1="209" y2="217"/>
+                <content>1.1</content>
+                <instruction instr-id="249" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="35">
+                <bounding-box x1="344" x2="372" y1="209" y2="217"/>
+                <content>(0.9–1.4)</content>
+                <instruction instr-id="249" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="35">
+                <bounding-box x1="400" x2="418" y1="209" y2="217"/>
+                <content>3,694</content>
+                <instruction instr-id="249" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="35">
+                <bounding-box x1="438" x2="457" y1="209" y2="217"/>
+                <content>(14.7)</content>
+                <instruction instr-id="249" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="35">
+                <bounding-box x1="492" x2="502" y1="209" y2="217"/>
+                <content>2.4</content>
+                <instruction instr-id="249" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="35">
+                <bounding-box x1="537" x2="565" y1="209" y2="217"/>
+                <content>(2.1–2.8)</content>
+                <instruction instr-id="249" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="36">
+                <bounding-box x1="50" x2="70" y1="196" y2="204"/>
+                <content>South</content>
+                <instruction instr-id="251" subinstr-id="0"/>
+                <instruction instr-id="251" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="36">
+                <bounding-box x1="157" x2="179" y1="196" y2="204"/>
+                <content>49,372</content>
+                <instruction instr-id="251" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="36">
+                <bounding-box x1="206" x2="224" y1="196" y2="204"/>
+                <content>2,485</content>
+                <instruction instr-id="251" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="36">
+                <bounding-box x1="249" x2="268" y1="196" y2="204"/>
+                <content>(37.3)</content>
+                <instruction instr-id="251" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="36">
+                <bounding-box x1="302" x2="311" y1="196" y2="204"/>
+                <content>1.3</content>
+                <instruction instr-id="251" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="36">
+                <bounding-box x1="344" x2="372" y1="196" y2="204"/>
+                <content>(1.0–1.6)</content>
+                <instruction instr-id="251" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="36">
+                <bounding-box x1="400" x2="418" y1="196" y2="204"/>
+                <content>3,383</content>
+                <instruction instr-id="251" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="36">
+                <bounding-box x1="442" x2="457" y1="196" y2="204"/>
+                <content>(8.3)</content>
+                <instruction instr-id="251" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="36">
+                <bounding-box x1="492" x2="502" y1="196" y2="204"/>
+                <content>1.3</content>
+                <instruction instr-id="251" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="36">
+                <bounding-box x1="537" x2="565" y1="196" y2="204"/>
+                <content>(1.1–1.5)</content>
+                <instruction instr-id="251" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="37">
+                <bounding-box x1="50" x2="67" y1="183" y2="191"/>
+                <content>West</content>
+                <instruction instr-id="253" subinstr-id="0"/>
+                <instruction instr-id="253" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="37">
+                <bounding-box x1="157" x2="179" y1="183" y2="191"/>
+                <content>28,021</content>
+                <instruction instr-id="253" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="37">
+                <bounding-box x1="206" x2="224" y1="183" y2="191"/>
+                <content>1,029</content>
+                <instruction instr-id="253" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="37">
+                <bounding-box x1="249" x2="268" y1="183" y2="191"/>
+                <content>(31.9)</content>
+                <instruction instr-id="253" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="37">
+                <bounding-box x1="300" x2="313" y1="183" y2="191"/>
+                <content>Ref.</content>
+                <instruction instr-id="253" subinstr-id="10"/>
+                <instruction instr-id="253" subinstr-id="12"/>
+                <instruction instr-id="253" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="37">
+                <bounding-box x1="354" x2="362" y1="183" y2="191"/>
+                <content>—</content>
+                <instruction instr-id="253" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="37">
+                <bounding-box x1="400" x2="418" y1="183" y2="191"/>
+                <content>1,600</content>
+                <instruction instr-id="253" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="37">
+                <bounding-box x1="442" x2="457" y1="183" y2="191"/>
+                <content>(6.6)</content>
+                <instruction instr-id="253" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="37">
+                <bounding-box x1="491" x2="503" y1="183" y2="191"/>
+                <content>Ref.</content>
+                <instruction instr-id="253" subinstr-id="22"/>
+                <instruction instr-id="253" subinstr-id="24"/>
+                <instruction instr-id="253" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="38">
+                <bounding-box x1="44" x2="100" y1="171" y2="179"/>
+                <content>Disability status</content>
+                <instruction instr-id="256" subinstr-id="0"/>
+                <instruction instr-id="256" subinstr-id="2"/>
+                <instruction instr-id="256" subinstr-id="4"/>
+                <instruction instr-id="256" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="39">
+                <bounding-box x1="50" x2="61" y1="158" y2="166"/>
+                <content>Yes</content>
+                <instruction instr-id="259" subinstr-id="0"/>
+                <instruction instr-id="259" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="39">
+                <bounding-box x1="161" x2="179" y1="158" y2="166"/>
+                <content>3,647</content>
+                <instruction instr-id="259" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="39">
+                <bounding-box x1="212" x2="224" y1="158" y2="166"/>
+                <content>289</content>
+                <instruction instr-id="259" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="39">
+                <bounding-box x1="249" x2="268" y1="158" y2="166"/>
+                <content>(41.6)</content>
+                <instruction instr-id="259" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="39">
+                <bounding-box x1="302" x2="311" y1="158" y2="166"/>
+                <content>1.2</content>
+                <instruction instr-id="259" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="39">
+                <bounding-box x1="344" x2="372" y1="158" y2="166"/>
+                <content>(0.9–1.7)</content>
+                <instruction instr-id="259" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="39">
+                <bounding-box x1="405" x2="418" y1="158" y2="166"/>
+                <content>469</content>
+                <instruction instr-id="259" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="39">
+                <bounding-box x1="438" x2="457" y1="158" y2="166"/>
+                <content>(12.9)</content>
+                <instruction instr-id="259" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="39">
+                <bounding-box x1="492" x2="502" y1="158" y2="166"/>
+                <content>1.4</content>
+                <instruction instr-id="259" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="39">
+                <bounding-box x1="537" x2="565" y1="158" y2="166"/>
+                <content>(1.1–1.7)</content>
+                <instruction instr-id="259" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="40">
+                <bounding-box x1="50" x2="60" y1="145" y2="153"/>
+                <content>No</content>
+                <instruction instr-id="261" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="40">
+                <bounding-box x1="153" x2="179" y1="145" y2="153"/>
+                <content>108,151</content>
+                <instruction instr-id="261" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="40">
+                <bounding-box x1="206" x2="224" y1="145" y2="153"/>
+                <content>6,646</content>
+                <instruction instr-id="261" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="40">
+                <bounding-box x1="249" x2="268" y1="145" y2="153"/>
+                <content>(36.7)</content>
+                <instruction instr-id="261" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="40">
+                <bounding-box x1="300" x2="313" y1="145" y2="153"/>
+                <content>Ref.</content>
+                <instruction instr-id="261" subinstr-id="8"/>
+                <instruction instr-id="261" subinstr-id="10"/>
+                <instruction instr-id="261" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="40">
+                <bounding-box x1="354" x2="362" y1="145" y2="153"/>
+                <content>—</content>
+                <instruction instr-id="261" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="40">
+                <bounding-box x1="396" x2="418" y1="145" y2="153"/>
+                <content>10,494</content>
+                <instruction instr-id="261" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="40">
+                <bounding-box x1="442" x2="457" y1="145" y2="153"/>
+                <content>(9.8)</content>
+                <instruction instr-id="261" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="40">
+                <bounding-box x1="491" x2="503" y1="145" y2="153"/>
+                <content>Ref.</content>
+                <instruction instr-id="261" subinstr-id="20"/>
+                <instruction instr-id="261" subinstr-id="22"/>
+                <instruction instr-id="261" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="40">
+                <bounding-box x1="547" x2="555" y1="145" y2="153"/>
+                <content>—</content>
+                <instruction instr-id="261" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="41">
+                <bounding-box x1="45" x2="62" y1="130" y2="138"/>
+                <content>total</content>
+                <instruction instr-id="264" subinstr-id="0"/>
+                <instruction instr-id="264" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="41">
+                <bounding-box x1="151" x2="179" y1="130" y2="138"/>
+                <content>111,800</content>
+                <instruction instr-id="264" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="41">
+                <bounding-box x1="205" x2="224" y1="130" y2="138"/>
+                <content>6,935</content>
+                <instruction instr-id="264" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="41">
+                <bounding-box x1="249" x2="268" y1="130" y2="138"/>
+                <content>(36.9)</content>
+                <instruction instr-id="264" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="41">
+                <bounding-box x1="303" x2="311" y1="130" y2="138"/>
+                <content>—</content>
+                <instruction instr-id="264" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="41">
+                <bounding-box x1="354" x2="362" y1="130" y2="138"/>
+                <content>—</content>
+                <instruction instr-id="264" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="41">
+                <bounding-box x1="395" x2="418" y1="130" y2="138"/>
+                <content>10,960</content>
+                <instruction instr-id="264" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="41">
+                <bounding-box x1="442" x2="457" y1="130" y2="138"/>
+                <content>(9.9)</content>
+                <instruction instr-id="264" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="41">
+                <bounding-box x1="493" x2="501" y1="130" y2="138"/>
+                <content>—</content>
+                <instruction instr-id="264" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="41">
+                <bounding-box x1="547" x2="555" y1="130" y2="138"/>
+                <content>—</content>
+                <instruction instr-id="264" subinstr-id="20"/>
+            </cell>
+        </region>
+    </table>
+    <table id="4">
+        <region col-increment="0" id="2" page="6" row-increment="0">
+            <cell end-row="1" id="1" start-col="0" start-row="0">
+                <bounding-box x1="35" x2="86" y1="666" y2="674"/>
+                <content>Characteristics</content>
+                <instruction instr-id="112" subinstr-id="0"/>
+                <instruction instr-id="112" subinstr-id="2"/>
+                <instruction instr-id="112" subinstr-id="4"/>
+                <instruction instr-id="112" subinstr-id="6"/>
+                <instruction instr-id="112" subinstr-id="8"/>
+            </cell>
+            <cell end-col="4" id="1" start-col="1" start-row="0">
+                <bounding-box x1="266" x2="312" y1="689" y2="697"/>
+                <content>Peeling paint</content>
+                <instruction instr-id="122" subinstr-id="0"/>
+                <instruction instr-id="122" subinstr-id="2"/>
+                <instruction instr-id="122" subinstr-id="4"/>
+            </cell>
+            <cell end-col="8" id="1" start-col="5" start-row="0">
+                <bounding-box x1="430" x2="517" y1="689" y2="697"/>
+                <content>no working smoke alarm</content>
+                <instruction instr-id="131" subinstr-id="0"/>
+                <instruction instr-id="131" subinstr-id="2"/>
+                <instruction instr-id="131" subinstr-id="4"/>
+                <instruction instr-id="131" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="209" x2="221" y1="666" y2="674"/>
+                <content>no.</content>
+                <instruction instr-id="133" subinstr-id="0"/>
+                <instruction instr-id="133" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="245" x2="257" y1="666" y2="674"/>
+                <content>(%)</content>
+                <instruction instr-id="133" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="277" x2="317" y1="666" y2="683"/>
+                <content>Unadjusted
+odds ratio</content>
+                <instruction instr-id="135" subinstr-id="0"/>
+                <instruction instr-id="135" subinstr-id="2"/>
+                <instruction instr-id="137" subinstr-id="0"/>
+                <instruction instr-id="137" subinstr-id="2"/>
+                <instruction instr-id="137" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="338" x2="366" y1="666" y2="674"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="137" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="394" x2="405" y1="666" y2="674"/>
+                <content>no.</content>
+                <instruction instr-id="137" subinstr-id="8"/>
+                <instruction instr-id="137" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="430" x2="441" y1="666" y2="674"/>
+                <content>(%)</content>
+                <instruction instr-id="137" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="1">
+                <bounding-box x1="460" x2="500" y1="666" y2="683"/>
+                <content>Unadjusted
+odds ratio</content>
+                <instruction instr-id="139" subinstr-id="0"/>
+                <instruction instr-id="139" subinstr-id="2"/>
+                <instruction instr-id="141" subinstr-id="0"/>
+                <instruction instr-id="141" subinstr-id="2"/>
+                <instruction instr-id="141" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="1">
+                <bounding-box x1="522" x2="551" y1="666" y2="674"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="141" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="36" x2="48" y1="652" y2="660"/>
+                <content>Sex</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+                <instruction instr-id="144" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="42" x2="58" y1="639" y2="647"/>
+                <content>Male</content>
+                <instruction instr-id="148" subinstr-id="0"/>
+                <instruction instr-id="148" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="206" x2="224" y1="639" y2="647"/>
+                <content>1,170</content>
+                <instruction instr-id="148" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="245" x2="260" y1="639" y2="647"/>
+                <content>(1.9)</content>
+                <instruction instr-id="148" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="290" x2="302" y1="639" y2="647"/>
+                <content>Ref.</content>
+                <instruction instr-id="148" subinstr-id="8"/>
+                <instruction instr-id="148" subinstr-id="10"/>
+                <instruction instr-id="148" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="348" x2="356" y1="639" y2="647"/>
+                <content>—</content>
+                <instruction instr-id="148" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="390" x2="408" y1="639" y2="647"/>
+                <content>3,352</content>
+                <instruction instr-id="148" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="430" x2="444" y1="639" y2="647"/>
+                <content>(5.6)</content>
+                <instruction instr-id="148" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="474" x2="486" y1="639" y2="647"/>
+                <content>Ref.</content>
+                <instruction instr-id="148" subinstr-id="20"/>
+                <instruction instr-id="148" subinstr-id="22"/>
+                <instruction instr-id="148" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="533" x2="541" y1="639" y2="647"/>
+                <content>—</content>
+                <instruction instr-id="148" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="41" x2="66" y1="626" y2="634"/>
+                <content>Female</content>
+                <instruction instr-id="150" subinstr-id="0"/>
+                <instruction instr-id="150" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="206" x2="224" y1="626" y2="634"/>
+                <content>1,207</content>
+                <instruction instr-id="150" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="245" x2="260" y1="626" y2="634"/>
+                <content>(2.4)</content>
+                <instruction instr-id="150" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="291" x2="301" y1="626" y2="634"/>
+                <content>1.2</content>
+                <instruction instr-id="150" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="338" x2="366" y1="626" y2="634"/>
+                <content>(1.0–1.5)</content>
+                <instruction instr-id="150" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="390" x2="408" y1="626" y2="634"/>
+                <content>2,806</content>
+                <instruction instr-id="150" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="430" x2="444" y1="626" y2="634"/>
+                <content>(5.6)</content>
+                <instruction instr-id="150" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="475" x2="485" y1="626" y2="634"/>
+                <content>1.2</content>
+                <instruction instr-id="150" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="522" x2="551" y1="626" y2="634"/>
+                <content>(1.0–1.5)</content>
+                <instruction instr-id="150" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="35" x2="85" y1="613" y2="621"/>
+                <content>Race/Ethnicity</content>
+                <instruction instr-id="153" subinstr-id="0"/>
+                <instruction instr-id="153" subinstr-id="2"/>
+                <instruction instr-id="153" subinstr-id="4"/>
+                <instruction instr-id="153" subinstr-id="6"/>
+                <instruction instr-id="153" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="41" x2="109" y1="601" y2="609"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="156" subinstr-id="0"/>
+                <instruction instr-id="156" subinstr-id="2"/>
+                <instruction instr-id="156" subinstr-id="4"/>
+                <instruction instr-id="156" subinstr-id="6"/>
+                <instruction instr-id="156" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="206" x2="224" y1="601" y2="609"/>
+                <content>1,471</content>
+                <instruction instr-id="156" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="245" x2="260" y1="601" y2="609"/>
+                <content>(1.9)</content>
+                <instruction instr-id="156" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="290" x2="302" y1="601" y2="609"/>
+                <content>Ref.</content>
+                <instruction instr-id="156" subinstr-id="14"/>
+                <instruction instr-id="156" subinstr-id="16"/>
+                <instruction instr-id="156" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="390" x2="408" y1="601" y2="609"/>
+                <content>3,542</content>
+                <instruction instr-id="156" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="430" x2="444" y1="601" y2="609"/>
+                <content>(4.5)</content>
+                <instruction instr-id="156" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="474" x2="486" y1="601" y2="609"/>
+                <content>Ref.</content>
+                <instruction instr-id="156" subinstr-id="24"/>
+                <instruction instr-id="156" subinstr-id="26"/>
+                <instruction instr-id="156" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="533" x2="541" y1="601" y2="609"/>
+                <content>—</content>
+                <instruction instr-id="156" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="41" x2="70" y1="588" y2="596"/>
+                <content>Hispanic</content>
+                <instruction instr-id="158" subinstr-id="0"/>
+                <instruction instr-id="158" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="211" x2="224" y1="588" y2="596"/>
+                <content>311</content>
+                <instruction instr-id="158" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="245" x2="260" y1="588" y2="596"/>
+                <content>(2.4)</content>
+                <instruction instr-id="158" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="291" x2="301" y1="588" y2="596"/>
+                <content>1.3</content>
+                <instruction instr-id="158" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="338" x2="366" y1="588" y2="596"/>
+                <content>(1.0–1.7)</content>
+                <instruction instr-id="158" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="390" x2="408" y1="588" y2="596"/>
+                <content>1,447</content>
+                <instruction instr-id="158" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="426" x2="444" y1="588" y2="596"/>
+                <content>(11.4)</content>
+                <instruction instr-id="158" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="475" x2="485" y1="588" y2="596"/>
+                <content>2.7</content>
+                <instruction instr-id="158" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="522" x2="551" y1="588" y2="596"/>
+                <content>(2.4–3.1)</content>
+                <instruction instr-id="158" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="41" x2="107" y1="575" y2="583"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="2"/>
+                <instruction instr-id="160" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="211" x2="224" y1="575" y2="583"/>
+                <content>480</content>
+                <instruction instr-id="160" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="245" x2="260" y1="575" y2="583"/>
+                <content>(3.5)</content>
+                <instruction instr-id="160" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="291" x2="301" y1="575" y2="583"/>
+                <content>1.9</content>
+                <instruction instr-id="160" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="338" x2="366" y1="575" y2="583"/>
+                <content>(1.5–2.4)</content>
+                <instruction instr-id="160" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="396" x2="408" y1="575" y2="583"/>
+                <content>795</content>
+                <instruction instr-id="160" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="430" x2="444" y1="575" y2="583"/>
+                <content>(5.9)</content>
+                <instruction instr-id="160" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="475" x2="485" y1="575" y2="583"/>
+                <content>1.3</content>
+                <instruction instr-id="160" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="522" x2="551" y1="575" y2="583"/>
+                <content>(1.1–1.6)</content>
+                <instruction instr-id="160" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="41" x2="112" y1="562" y2="570"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="162" subinstr-id="0"/>
+                <instruction instr-id="162" subinstr-id="2"/>
+                <instruction instr-id="162" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="216" x2="224" y1="562" y2="570"/>
+                <content>38</content>
+                <instruction instr-id="162" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="245" x2="260" y1="562" y2="570"/>
+                <content>(0.9)</content>
+                <instruction instr-id="162" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="291" x2="301" y1="562" y2="570"/>
+                <content>0.5</content>
+                <instruction instr-id="162" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="338" x2="366" y1="562" y2="570"/>
+                <content>(0.3–0.9)</content>
+                <instruction instr-id="162" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="396" x2="408" y1="562" y2="570"/>
+                <content>212</content>
+                <instruction instr-id="162" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="430" x2="444" y1="562" y2="570"/>
+                <content>(5.2)</content>
+                <instruction instr-id="162" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="475" x2="485" y1="562" y2="570"/>
+                <content>1.2</content>
+                <instruction instr-id="162" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="522" x2="551" y1="562" y2="570"/>
+                <content>(0.9–1.5)</content>
+                <instruction instr-id="162" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="41" x2="144" y1="550" y2="558"/>
+                <content>American Indian/Alaska Native</content>
+                <instruction instr-id="164" subinstr-id="0"/>
+                <instruction instr-id="164" subinstr-id="2"/>
+                <instruction instr-id="164" subinstr-id="4"/>
+                <instruction instr-id="164" subinstr-id="6"/>
+                <instruction instr-id="164" subinstr-id="8"/>
+                <instruction instr-id="164" subinstr-id="10"/>
+                <instruction instr-id="164" subinstr-id="12"/>
+                <instruction instr-id="164" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="216" x2="224" y1="550" y2="558"/>
+                <content>34</content>
+                <instruction instr-id="164" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="245" x2="260" y1="550" y2="558"/>
+                <content>(4.7)</content>
+                <instruction instr-id="164" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="291" x2="301" y1="550" y2="558"/>
+                <content>2.6</content>
+                <instruction instr-id="164" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="338" x2="366" y1="550" y2="558"/>
+                <content>(1.2–5.7)</content>
+                <instruction instr-id="164" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="400" x2="408" y1="550" y2="558"/>
+                <content>78</content>
+                <instruction instr-id="164" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="10">
+                <bounding-box x1="426" x2="444" y1="550" y2="558"/>
+                <content>(10.8)</content>
+                <instruction instr-id="164" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="10">
+                <bounding-box x1="475" x2="485" y1="550" y2="558"/>
+                <content>2.6</content>
+                <instruction instr-id="164" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="10">
+                <bounding-box x1="522" x2="551" y1="550" y2="558"/>
+                <content>(1.5–4.4)</content>
+                <instruction instr-id="164" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="35" x2="109" y1="537" y2="545"/>
+                <content>Sex, by race/ethnicity</content>
+                <instruction instr-id="167" subinstr-id="0"/>
+                <instruction instr-id="167" subinstr-id="2"/>
+                <instruction instr-id="167" subinstr-id="4"/>
+                <instruction instr-id="167" subinstr-id="6"/>
+                <instruction instr-id="167" subinstr-id="8"/>
+                <instruction instr-id="167" subinstr-id="10"/>
+                <instruction instr-id="167" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="41" x2="58" y1="524" y2="532"/>
+                <content>Male</content>
+                <instruction instr-id="170" subinstr-id="0"/>
+                <instruction instr-id="170" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="49" x2="117" y1="511" y2="519"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="172" subinstr-id="0"/>
+                <instruction instr-id="172" subinstr-id="2"/>
+                <instruction instr-id="172" subinstr-id="4"/>
+                <instruction instr-id="172" subinstr-id="6"/>
+                <instruction instr-id="172" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="211" x2="224" y1="511" y2="519"/>
+                <content>780</content>
+                <instruction instr-id="172" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="245" x2="260" y1="511" y2="519"/>
+                <content>(1.8)</content>
+                <instruction instr-id="172" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="290" x2="302" y1="511" y2="519"/>
+                <content>Ref.</content>
+                <instruction instr-id="172" subinstr-id="14"/>
+                <instruction instr-id="172" subinstr-id="16"/>
+                <instruction instr-id="172" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="348" x2="356" y1="511" y2="519"/>
+                <content>—</content>
+                <instruction instr-id="172" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="390" x2="408" y1="511" y2="519"/>
+                <content>1,907</content>
+                <instruction instr-id="172" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="13">
+                <bounding-box x1="430" x2="444" y1="511" y2="519"/>
+                <content>(4.3)</content>
+                <instruction instr-id="172" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="13">
+                <bounding-box x1="474" x2="486" y1="511" y2="519"/>
+                <content>Ref.</content>
+                <instruction instr-id="172" subinstr-id="26"/>
+                <instruction instr-id="172" subinstr-id="28"/>
+                <instruction instr-id="172" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="13">
+                <bounding-box x1="533" x2="541" y1="511" y2="519"/>
+                <content>—</content>
+                <instruction instr-id="172" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="49" x2="78" y1="499" y2="507"/>
+                <content>Hispanic</content>
+                <instruction instr-id="174" subinstr-id="0"/>
+                <instruction instr-id="174" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="211" x2="224" y1="499" y2="507"/>
+                <content>155</content>
+                <instruction instr-id="174" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="245" x2="260" y1="499" y2="507"/>
+                <content>(2.2)</content>
+                <instruction instr-id="174" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="291" x2="301" y1="499" y2="507"/>
+                <content>1.2</content>
+                <instruction instr-id="174" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="338" x2="366" y1="499" y2="507"/>
+                <content>(0.9–1.8)</content>
+                <instruction instr-id="174" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="396" x2="408" y1="499" y2="507"/>
+                <content>845</content>
+                <instruction instr-id="174" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="426" x2="444" y1="499" y2="507"/>
+                <content>(11.9)</content>
+                <instruction instr-id="174" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="14">
+                <bounding-box x1="475" x2="485" y1="499" y2="507"/>
+                <content>3.0</content>
+                <instruction instr-id="174" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="14">
+                <bounding-box x1="522" x2="551" y1="499" y2="507"/>
+                <content>(2.5–3.6)</content>
+                <instruction instr-id="174" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="49" x2="115" y1="486" y2="494"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="176" subinstr-id="0"/>
+                <instruction instr-id="176" subinstr-id="2"/>
+                <instruction instr-id="176" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="211" x2="224" y1="486" y2="494"/>
+                <content>189</content>
+                <instruction instr-id="176" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="245" x2="260" y1="486" y2="494"/>
+                <content>(3.4)</content>
+                <instruction instr-id="176" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="291" x2="301" y1="486" y2="494"/>
+                <content>2.0</content>
+                <instruction instr-id="176" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="338" x2="366" y1="486" y2="494"/>
+                <content>(1.4–2.9)</content>
+                <instruction instr-id="176" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="396" x2="408" y1="486" y2="494"/>
+                <content>403</content>
+                <instruction instr-id="176" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="430" x2="444" y1="486" y2="494"/>
+                <content>(7.3)</content>
+                <instruction instr-id="176" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="15">
+                <bounding-box x1="475" x2="485" y1="486" y2="494"/>
+                <content>1.8</content>
+                <instruction instr-id="176" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="522" x2="551" y1="486" y2="494"/>
+                <content>(1.4–2.2)</content>
+                <instruction instr-id="176" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="49" x2="119" y1="473" y2="481"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="178" subinstr-id="0"/>
+                <instruction instr-id="178" subinstr-id="2"/>
+                <instruction instr-id="178" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="216" x2="224" y1="473" y2="481"/>
+                <content>21</content>
+                <instruction instr-id="178" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="245" x2="260" y1="473" y2="481"/>
+                <content>(0.8)</content>
+                <instruction instr-id="178" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="291" x2="301" y1="473" y2="481"/>
+                <content>0.5</content>
+                <instruction instr-id="178" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="338" x2="366" y1="473" y2="481"/>
+                <content>(0.2–1.1)</content>
+                <instruction instr-id="178" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="396" x2="408" y1="473" y2="481"/>
+                <content>117</content>
+                <instruction instr-id="178" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="430" x2="444" y1="473" y2="481"/>
+                <content>(4.6)</content>
+                <instruction instr-id="178" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="16">
+                <bounding-box x1="475" x2="485" y1="473" y2="481"/>
+                <content>1.1</content>
+                <instruction instr-id="178" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="16">
+                <bounding-box x1="522" x2="551" y1="473" y2="481"/>
+                <content>(0.7–1.6)</content>
+                <instruction instr-id="178" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="49" x2="151" y1="460" y2="468"/>
+                <content>American Indian/Alaska Native</content>
+                <instruction instr-id="180" subinstr-id="0"/>
+                <instruction instr-id="180" subinstr-id="2"/>
+                <instruction instr-id="180" subinstr-id="4"/>
+                <instruction instr-id="180" subinstr-id="6"/>
+                <instruction instr-id="180" subinstr-id="8"/>
+                <instruction instr-id="180" subinstr-id="10"/>
+                <instruction instr-id="180" subinstr-id="12"/>
+                <instruction instr-id="180" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="216" x2="224" y1="460" y2="468"/>
+                <content>20</content>
+                <instruction instr-id="180" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="245" x2="260" y1="460" y2="468"/>
+                <content>(5.7)</content>
+                <instruction instr-id="180" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="291" x2="301" y1="460" y2="468"/>
+                <content>3.4</content>
+                <instruction instr-id="180" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="336" x2="368" y1="460" y2="468"/>
+                <content>(1.1–10.2)</content>
+                <instruction instr-id="180" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="17">
+                <bounding-box x1="400" x2="408" y1="460" y2="468"/>
+                <content>44</content>
+                <instruction instr-id="180" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="17">
+                <bounding-box x1="426" x2="444" y1="460" y2="468"/>
+                <content>(12.6)</content>
+                <instruction instr-id="180" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="17">
+                <bounding-box x1="475" x2="485" y1="460" y2="468"/>
+                <content>3.2</content>
+                <instruction instr-id="180" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="17">
+                <bounding-box x1="522" x2="551" y1="460" y2="468"/>
+                <content>(1.5–6.7)</content>
+                <instruction instr-id="180" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="41" x2="65" y1="448" y2="456"/>
+                <content>Female</content>
+                <instruction instr-id="182" subinstr-id="0"/>
+                <instruction instr-id="182" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="49" x2="117" y1="435" y2="443"/>
+                <content>White, non-Hispanic</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+                <instruction instr-id="184" subinstr-id="2"/>
+                <instruction instr-id="184" subinstr-id="4"/>
+                <instruction instr-id="184" subinstr-id="6"/>
+                <instruction instr-id="184" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="211" x2="224" y1="435" y2="443"/>
+                <content>691</content>
+                <instruction instr-id="184" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="245" x2="260" y1="435" y2="443"/>
+                <content>(2.0)</content>
+                <instruction instr-id="184" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="290" x2="302" y1="435" y2="443"/>
+                <content>Ref.</content>
+                <instruction instr-id="184" subinstr-id="14"/>
+                <instruction instr-id="184" subinstr-id="16"/>
+                <instruction instr-id="184" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="348" x2="356" y1="435" y2="443"/>
+                <content>—</content>
+                <instruction instr-id="184" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="19">
+                <bounding-box x1="390" x2="408" y1="435" y2="443"/>
+                <content>1,635</content>
+                <instruction instr-id="184" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="19">
+                <bounding-box x1="430" x2="444" y1="435" y2="443"/>
+                <content>(4.8)</content>
+                <instruction instr-id="184" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="19">
+                <bounding-box x1="474" x2="486" y1="435" y2="443"/>
+                <content>Ref.</content>
+                <instruction instr-id="184" subinstr-id="26"/>
+                <instruction instr-id="184" subinstr-id="28"/>
+                <instruction instr-id="184" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="19">
+                <bounding-box x1="532" x2="540" y1="435" y2="443"/>
+                <content>—</content>
+                <instruction instr-id="184" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="49" x2="78" y1="422" y2="430"/>
+                <content>Hispanic</content>
+                <instruction instr-id="186" subinstr-id="0"/>
+                <instruction instr-id="186" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="211" x2="224" y1="422" y2="430"/>
+                <content>156</content>
+                <instruction instr-id="186" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="245" x2="260" y1="422" y2="430"/>
+                <content>(2.8)</content>
+                <instruction instr-id="186" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="291" x2="301" y1="422" y2="430"/>
+                <content>1.4</content>
+                <instruction instr-id="186" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="338" x2="366" y1="422" y2="430"/>
+                <content>(1.0–2.0)</content>
+                <instruction instr-id="186" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="20">
+                <bounding-box x1="396" x2="408" y1="422" y2="430"/>
+                <content>601</content>
+                <instruction instr-id="186" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="20">
+                <bounding-box x1="426" x2="444" y1="422" y2="430"/>
+                <content>(10.8)</content>
+                <instruction instr-id="186" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="20">
+                <bounding-box x1="475" x2="485" y1="422" y2="430"/>
+                <content>2.4</content>
+                <instruction instr-id="186" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="20">
+                <bounding-box x1="522" x2="551" y1="422" y2="430"/>
+                <content>(2.0–3.0)</content>
+                <instruction instr-id="188" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="49" x2="115" y1="409" y2="417"/>
+                <content>Black, non-Hispanic</content>
+                <instruction instr-id="190" subinstr-id="0"/>
+                <instruction instr-id="190" subinstr-id="2"/>
+                <instruction instr-id="190" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="211" x2="224" y1="409" y2="417"/>
+                <content>291</content>
+                <instruction instr-id="190" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="245" x2="260" y1="409" y2="417"/>
+                <content>(3.6)</content>
+                <instruction instr-id="190" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="291" x2="301" y1="409" y2="417"/>
+                <content>1.8</content>
+                <instruction instr-id="190" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="338" x2="366" y1="409" y2="417"/>
+                <content>(1.4–2.5)</content>
+                <instruction instr-id="190" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="21">
+                <bounding-box x1="396" x2="408" y1="409" y2="417"/>
+                <content>393</content>
+                <instruction instr-id="190" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="21">
+                <bounding-box x1="430" x2="444" y1="409" y2="417"/>
+                <content>(4.9)</content>
+                <instruction instr-id="190" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="21">
+                <bounding-box x1="475" x2="485" y1="409" y2="417"/>
+                <content>1.0</content>
+                <instruction instr-id="190" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="21">
+                <bounding-box x1="522" x2="551" y1="409" y2="417"/>
+                <content>(0.8–1.3)</content>
+                <instruction instr-id="190" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="49" x2="119" y1="397" y2="405"/>
+                <content>Asian/Paciic Islander</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+                <instruction instr-id="192" subinstr-id="2"/>
+                <instruction instr-id="192" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="216" x2="224" y1="397" y2="405"/>
+                <content>18</content>
+                <instruction instr-id="192" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="245" x2="260" y1="397" y2="405"/>
+                <content>(1.1)</content>
+                <instruction instr-id="192" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="291" x2="301" y1="397" y2="405"/>
+                <content>0.6</content>
+                <instruction instr-id="192" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="338" x2="366" y1="397" y2="405"/>
+                <content>(0.2–1.4)</content>
+                <instruction instr-id="192" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="22">
+                <bounding-box x1="400" x2="408" y1="397" y2="405"/>
+                <content>96</content>
+                <instruction instr-id="192" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="22">
+                <bounding-box x1="430" x2="444" y1="397" y2="405"/>
+                <content>(6.0)</content>
+                <instruction instr-id="192" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="22">
+                <bounding-box x1="475" x2="485" y1="397" y2="405"/>
+                <content>1.3</content>
+                <instruction instr-id="192" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="22">
+                <bounding-box x1="522" x2="551" y1="397" y2="405"/>
+                <content>(0.8–2.0)</content>
+                <instruction instr-id="192" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="49" x2="151" y1="384" y2="392"/>
+                <content>American Indian/Alaska Native</content>
+                <instruction instr-id="194" subinstr-id="0"/>
+                <instruction instr-id="194" subinstr-id="2"/>
+                <instruction instr-id="194" subinstr-id="4"/>
+                <instruction instr-id="194" subinstr-id="6"/>
+                <instruction instr-id="194" subinstr-id="8"/>
+                <instruction instr-id="194" subinstr-id="10"/>
+                <instruction instr-id="194" subinstr-id="12"/>
+                <instruction instr-id="194" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="216" x2="224" y1="384" y2="392"/>
+                <content>14</content>
+                <instruction instr-id="194" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="245" x2="260" y1="384" y2="392"/>
+                <content>(3.7)</content>
+                <instruction instr-id="194" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="291" x2="301" y1="384" y2="392"/>
+                <content>1.9</content>
+                <instruction instr-id="194" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="338" x2="366" y1="384" y2="392"/>
+                <content>(0.6–5.5)</content>
+                <instruction instr-id="194" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="23">
+                <bounding-box x1="400" x2="408" y1="384" y2="392"/>
+                <content>34</content>
+                <instruction instr-id="194" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="23">
+                <bounding-box x1="430" x2="444" y1="384" y2="392"/>
+                <content>(9.1)</content>
+                <instruction instr-id="194" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="23">
+                <bounding-box x1="475" x2="485" y1="384" y2="392"/>
+                <content>2.0</content>
+                <instruction instr-id="194" subinstr-id="28"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="23">
+                <bounding-box x1="522" x2="551" y1="384" y2="392"/>
+                <content>(0.9–4.3)</content>
+                <instruction instr-id="194" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="35" x2="98" y1="371" y2="379"/>
+                <content>Annual income ($)</content>
+                <instruction instr-id="197" subinstr-id="0"/>
+                <instruction instr-id="197" subinstr-id="2"/>
+                <instruction instr-id="197" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="41" x2="68" y1="358" y2="366"/>
+                <content>≤24,999</content>
+                <instruction instr-id="200" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="206" x2="224" y1="358" y2="366"/>
+                <content>1,969</content>
+                <instruction instr-id="200" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="245" x2="260" y1="358" y2="366"/>
+                <content>(4.0)</content>
+                <instruction instr-id="200" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="291" x2="301" y1="358" y2="366"/>
+                <content>3.4</content>
+                <instruction instr-id="200" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="338" x2="366" y1="358" y2="366"/>
+                <content>(2.7–4.2)</content>
+                <instruction instr-id="200" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="25">
+                <bounding-box x1="390" x2="408" y1="358" y2="366"/>
+                <content>5,679</content>
+                <instruction instr-id="200" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="25">
+                <bounding-box x1="426" x2="444" y1="358" y2="366"/>
+                <content>(12.6)</content>
+                <instruction instr-id="200" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="25">
+                <bounding-box x1="475" x2="485" y1="358" y2="366"/>
+                <content>5.4</content>
+                <instruction instr-id="200" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="25">
+                <bounding-box x1="522" x2="551" y1="358" y2="366"/>
+                <content>(4.6–6.3)</content>
+                <instruction instr-id="200" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="41" x2="90" y1="346" y2="354"/>
+                <content>25,000–49,999</content>
+                <instruction instr-id="202" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="211" x2="224" y1="346" y2="354"/>
+                <content>639</content>
+                <instruction instr-id="202" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="245" x2="260" y1="346" y2="354"/>
+                <content>(2.1)</content>
+                <instruction instr-id="202" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="291" x2="301" y1="346" y2="354"/>
+                <content>1.8</content>
+                <instruction instr-id="202" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="338" x2="366" y1="346" y2="354"/>
+                <content>(1.4–2.3)</content>
+                <instruction instr-id="202" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="26">
+                <bounding-box x1="390" x2="408" y1="346" y2="354"/>
+                <content>1,826</content>
+                <instruction instr-id="202" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="26">
+                <bounding-box x1="430" x2="444" y1="346" y2="354"/>
+                <content>(6.2)</content>
+                <instruction instr-id="202" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="26">
+                <bounding-box x1="475" x2="485" y1="346" y2="354"/>
+                <content>2.5</content>
+                <instruction instr-id="202" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="26">
+                <bounding-box x1="522" x2="551" y1="346" y2="354"/>
+                <content>(2.1–3.0)</content>
+                <instruction instr-id="202" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="41" x2="90" y1="333" y2="341"/>
+                <content>50,000–74,999</content>
+                <instruction instr-id="204" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="211" x2="224" y1="333" y2="341"/>
+                <content>332</content>
+                <instruction instr-id="204" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="245" x2="260" y1="333" y2="341"/>
+                <content>(1.8)</content>
+                <instruction instr-id="204" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="291" x2="301" y1="333" y2="341"/>
+                <content>1.5</content>
+                <instruction instr-id="204" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="338" x2="366" y1="333" y2="341"/>
+                <content>(1.1–2.0)</content>
+                <instruction instr-id="204" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="27">
+                <bounding-box x1="396" x2="408" y1="333" y2="341"/>
+                <content>752</content>
+                <instruction instr-id="204" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="27">
+                <bounding-box x1="430" x2="444" y1="333" y2="341"/>
+                <content>(4.1)</content>
+                <instruction instr-id="204" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="27">
+                <bounding-box x1="475" x2="485" y1="333" y2="341"/>
+                <content>1.6</content>
+                <instruction instr-id="204" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="27">
+                <bounding-box x1="522" x2="551" y1="333" y2="341"/>
+                <content>(1.3–2.0)</content>
+                <instruction instr-id="204" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="41" x2="68" y1="320" y2="328"/>
+                <content>≥75,000</content>
+                <instruction instr-id="206" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="211" x2="224" y1="320" y2="328"/>
+                <content>399</content>
+                <instruction instr-id="206" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="245" x2="260" y1="320" y2="328"/>
+                <content>(1.2)</content>
+                <instruction instr-id="206" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="290" x2="302" y1="320" y2="328"/>
+                <content>Ref.</content>
+                <instruction instr-id="206" subinstr-id="6"/>
+                <instruction instr-id="206" subinstr-id="8"/>
+                <instruction instr-id="206" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="348" x2="356" y1="320" y2="328"/>
+                <content>—</content>
+                <instruction instr-id="206" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="28">
+                <bounding-box x1="396" x2="408" y1="320" y2="328"/>
+                <content>843</content>
+                <instruction instr-id="206" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="28">
+                <bounding-box x1="430" x2="444" y1="320" y2="328"/>
+                <content>(2.6)</content>
+                <instruction instr-id="206" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="28">
+                <bounding-box x1="474" x2="486" y1="320" y2="328"/>
+                <content>Ref.</content>
+                <instruction instr-id="206" subinstr-id="18"/>
+                <instruction instr-id="206" subinstr-id="20"/>
+                <instruction instr-id="206" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="28">
+                <bounding-box x1="532" x2="540" y1="320" y2="328"/>
+                <content>—</content>
+                <instruction instr-id="206" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="35" x2="88" y1="307" y2="315"/>
+                <content>Education level</content>
+                <instruction instr-id="209" subinstr-id="0"/>
+                <instruction instr-id="209" subinstr-id="2"/>
+                <instruction instr-id="209" subinstr-id="4"/>
+                <instruction instr-id="209" subinstr-id="6"/>
+                <instruction instr-id="209" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="41" x2="113" y1="295" y2="303"/>
+                <content>Less than high school</content>
+                <instruction instr-id="212" subinstr-id="0"/>
+                <instruction instr-id="212" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="211" x2="224" y1="295" y2="303"/>
+                <content>446</content>
+                <instruction instr-id="212" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="30">
+                <bounding-box x1="245" x2="260" y1="295" y2="303"/>
+                <content>(2.9)</content>
+                <instruction instr-id="212" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="30">
+                <bounding-box x1="291" x2="301" y1="295" y2="303"/>
+                <content>1.5</content>
+                <instruction instr-id="212" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="30">
+                <bounding-box x1="338" x2="366" y1="295" y2="303"/>
+                <content>(1.2–1.9)</content>
+                <instruction instr-id="212" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="30">
+                <bounding-box x1="390" x2="408" y1="295" y2="303"/>
+                <content>1,800</content>
+                <instruction instr-id="212" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="30">
+                <bounding-box x1="426" x2="444" y1="295" y2="303"/>
+                <content>(12.0)</content>
+                <instruction instr-id="212" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="30">
+                <bounding-box x1="475" x2="485" y1="295" y2="303"/>
+                <content>3.6</content>
+                <instruction instr-id="212" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="30">
+                <bounding-box x1="522" x2="551" y1="295" y2="303"/>
+                <content>(3.1–4.1)</content>
+                <instruction instr-id="212" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="41" x2="111" y1="282" y2="290"/>
+                <content>High school diploma</content>
+                <instruction instr-id="214" subinstr-id="0"/>
+                <instruction instr-id="214" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="211" x2="224" y1="282" y2="290"/>
+                <content>636</content>
+                <instruction instr-id="214" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="31">
+                <bounding-box x1="245" x2="260" y1="282" y2="290"/>
+                <content>(2.1)</content>
+                <instruction instr-id="214" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="31">
+                <bounding-box x1="291" x2="301" y1="282" y2="290"/>
+                <content>1.1</content>
+                <instruction instr-id="214" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="31">
+                <bounding-box x1="338" x2="366" y1="282" y2="290"/>
+                <content>(0.9–1.3)</content>
+                <instruction instr-id="214" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="31">
+                <bounding-box x1="390" x2="408" y1="282" y2="290"/>
+                <content>1,962</content>
+                <instruction instr-id="214" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="31">
+                <bounding-box x1="430" x2="444" y1="282" y2="290"/>
+                <content>(6.5)</content>
+                <instruction instr-id="214" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="31">
+                <bounding-box x1="475" x2="485" y1="282" y2="290"/>
+                <content>1.8</content>
+                <instruction instr-id="214" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="31">
+                <bounding-box x1="522" x2="551" y1="282" y2="290"/>
+                <content>(1.6–2.1)</content>
+                <instruction instr-id="214" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="32">
+                <bounding-box x1="41" x2="116" y1="269" y2="277"/>
+                <content>Any college education</content>
+                <instruction instr-id="216" subinstr-id="0"/>
+                <instruction instr-id="216" subinstr-id="2"/>
+                <instruction instr-id="216" subinstr-id="4"/>
+                <instruction instr-id="216" subinstr-id="6"/>
+                <instruction instr-id="216" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="206" x2="224" y1="269" y2="277"/>
+                <content>1,295</content>
+                <instruction instr-id="216" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="32">
+                <bounding-box x1="245" x2="260" y1="269" y2="277"/>
+                <content>(2.0)</content>
+                <instruction instr-id="216" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="32">
+                <bounding-box x1="290" x2="302" y1="269" y2="277"/>
+                <content>Ref.</content>
+                <instruction instr-id="216" subinstr-id="14"/>
+                <instruction instr-id="216" subinstr-id="16"/>
+                <instruction instr-id="216" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="32">
+                <bounding-box x1="348" x2="356" y1="269" y2="277"/>
+                <content>—</content>
+                <instruction instr-id="216" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="32">
+                <bounding-box x1="390" x2="408" y1="269" y2="277"/>
+                <content>2,396</content>
+                <instruction instr-id="216" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="32">
+                <bounding-box x1="430" x2="444" y1="269" y2="277"/>
+                <content>(3.7)</content>
+                <instruction instr-id="216" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="32">
+                <bounding-box x1="474" x2="486" y1="269" y2="277"/>
+                <content>Ref.</content>
+                <instruction instr-id="216" subinstr-id="26"/>
+                <instruction instr-id="216" subinstr-id="28"/>
+                <instruction instr-id="216" subinstr-id="30"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="32">
+                <bounding-box x1="532" x2="540" y1="269" y2="277"/>
+                <content>—</content>
+                <instruction instr-id="216" subinstr-id="32"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="33">
+                <bounding-box x1="35" x2="99" y1="256" y2="264"/>
+                <content>U.S. Census region</content>
+                <instruction instr-id="219" subinstr-id="0"/>
+                <instruction instr-id="219" subinstr-id="2"/>
+                <instruction instr-id="219" subinstr-id="4"/>
+                <instruction instr-id="219" subinstr-id="6"/>
+                <instruction instr-id="219" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="34">
+                <bounding-box x1="41" x2="75" y1="244" y2="252"/>
+                <content>Northeast</content>
+                <instruction instr-id="222" subinstr-id="0"/>
+                <instruction instr-id="222" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="34">
+                <bounding-box x1="211" x2="224" y1="244" y2="252"/>
+                <content>648</content>
+                <instruction instr-id="222" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="34">
+                <bounding-box x1="245" x2="260" y1="244" y2="252"/>
+                <content>(2.8)</content>
+                <instruction instr-id="222" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="34">
+                <bounding-box x1="291" x2="301" y1="244" y2="252"/>
+                <content>1.5</content>
+                <instruction instr-id="222" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="34">
+                <bounding-box x1="338" x2="366" y1="244" y2="252"/>
+                <content>(1.2–2.0)</content>
+                <instruction instr-id="222" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="34">
+                <bounding-box x1="390" x2="408" y1="244" y2="252"/>
+                <content>1,093</content>
+                <instruction instr-id="222" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="34">
+                <bounding-box x1="430" x2="444" y1="244" y2="252"/>
+                <content>(4.9)</content>
+                <instruction instr-id="222" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="34">
+                <bounding-box x1="475" x2="485" y1="244" y2="252"/>
+                <content>0.7</content>
+                <instruction instr-id="222" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="34">
+                <bounding-box x1="522" x2="551" y1="244" y2="252"/>
+                <content>(0.6–0.8)</content>
+                <instruction instr-id="222" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="35">
+                <bounding-box x1="41" x2="70" y1="231" y2="239"/>
+                <content>Midwest</content>
+                <instruction instr-id="224" subinstr-id="0"/>
+                <instruction instr-id="224" subinstr-id="2"/>
+                <instruction instr-id="224" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="35">
+                <bounding-box x1="211" x2="224" y1="231" y2="239"/>
+                <content>980</content>
+                <instruction instr-id="224" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="35">
+                <bounding-box x1="245" x2="257" y1="231" y2="239"/>
+                <content>(3.3</content>
+                <instruction instr-id="224" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="35">
+                <bounding-box x1="291" x2="301" y1="231" y2="239"/>
+                <content>1.9</content>
+                <instruction instr-id="224" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="35">
+                <bounding-box x1="338" x2="366" y1="231" y2="239"/>
+                <content>(1.5–2.3)</content>
+                <instruction instr-id="224" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="35">
+                <bounding-box x1="390" x2="408" y1="231" y2="239"/>
+                <content>1,694</content>
+                <instruction instr-id="224" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="35">
+                <bounding-box x1="430" x2="444" y1="231" y2="239"/>
+                <content>(6.0)</content>
+                <instruction instr-id="224" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="35">
+                <bounding-box x1="475" x2="485" y1="231" y2="239"/>
+                <content>0.8</content>
+                <instruction instr-id="224" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="35">
+                <bounding-box x1="522" x2="551" y1="231" y2="239"/>
+                <content>(0.7–1.0)</content>
+                <instruction instr-id="224" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="36">
+                <bounding-box x1="41" x2="61" y1="218" y2="226"/>
+                <content>South</content>
+                <instruction instr-id="226" subinstr-id="0"/>
+                <instruction instr-id="226" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="36">
+                <bounding-box x1="206" x2="224" y1="218" y2="226"/>
+                <content>1,199</content>
+                <instruction instr-id="226" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="36">
+                <bounding-box x1="245" x2="260" y1="218" y2="226"/>
+                <content>(2.4)</content>
+                <instruction instr-id="226" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="36">
+                <bounding-box x1="291" x2="301" y1="218" y2="226"/>
+                <content>1.3</content>
+                <instruction instr-id="226" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="36">
+                <bounding-box x1="338" x2="366" y1="218" y2="226"/>
+                <content>(1.1–1.7)</content>
+                <instruction instr-id="226" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="36">
+                <bounding-box x1="390" x2="408" y1="218" y2="226"/>
+                <content>4,382</content>
+                <instruction instr-id="226" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="36">
+                <bounding-box x1="430" x2="444" y1="218" y2="226"/>
+                <content>(9.3)</content>
+                <instruction instr-id="226" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="36">
+                <bounding-box x1="475" x2="485" y1="218" y2="226"/>
+                <content>1.3</content>
+                <instruction instr-id="226" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="36">
+                <bounding-box x1="522" x2="551" y1="218" y2="226"/>
+                <content>(1.2–1.5)</content>
+                <instruction instr-id="226" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="37">
+                <bounding-box x1="41" x2="58" y1="205" y2="213"/>
+                <content>West</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="37">
+                <bounding-box x1="211" x2="224" y1="205" y2="213"/>
+                <content>512</content>
+                <instruction instr-id="228" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="37">
+                <bounding-box x1="245" x2="260" y1="205" y2="213"/>
+                <content>(1.8)</content>
+                <instruction instr-id="228" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="37">
+                <bounding-box x1="290" x2="302" y1="205" y2="213"/>
+                <content>Ref.</content>
+                <instruction instr-id="228" subinstr-id="8"/>
+                <instruction instr-id="228" subinstr-id="10"/>
+                <instruction instr-id="228" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="37">
+                <bounding-box x1="348" x2="356" y1="205" y2="213"/>
+                <content>—</content>
+                <instruction instr-id="228" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="37">
+                <bounding-box x1="390" x2="408" y1="205" y2="213"/>
+                <content>1,931</content>
+                <instruction instr-id="228" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="37">
+                <bounding-box x1="430" x2="444" y1="205" y2="213"/>
+                <content>(7.1)</content>
+                <instruction instr-id="228" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="37">
+                <bounding-box x1="474" x2="486" y1="205" y2="213"/>
+                <content>Ref.</content>
+                <instruction instr-id="228" subinstr-id="20"/>
+                <instruction instr-id="228" subinstr-id="22"/>
+                <instruction instr-id="228" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="37">
+                <bounding-box x1="532" x2="540" y1="205" y2="213"/>
+                <content>—</content>
+                <instruction instr-id="228" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="38">
+                <bounding-box x1="35" x2="91" y1="193" y2="201"/>
+                <content>Disability status</content>
+                <instruction instr-id="231" subinstr-id="0"/>
+                <instruction instr-id="231" subinstr-id="2"/>
+                <instruction instr-id="231" subinstr-id="4"/>
+                <instruction instr-id="231" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="39">
+                <bounding-box x1="41" x2="52" y1="180" y2="188"/>
+                <content>Yes</content>
+                <instruction instr-id="234" subinstr-id="0"/>
+                <instruction instr-id="234" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="39">
+                <bounding-box x1="211" x2="224" y1="180" y2="188"/>
+                <content>148</content>
+                <instruction instr-id="234" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="39">
+                <bounding-box x1="245" x2="260" y1="180" y2="188"/>
+                <content>(4.1)</content>
+                <instruction instr-id="234" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="39">
+                <bounding-box x1="291" x2="301" y1="180" y2="188"/>
+                <content>2.0</content>
+                <instruction instr-id="236" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="39">
+                <bounding-box x1="338" x2="366" y1="180" y2="188"/>
+                <content>(1.3–3.0)</content>
+                <instruction instr-id="236" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="39">
+                <bounding-box x1="396" x2="408" y1="180" y2="188"/>
+                <content>194</content>
+                <instruction instr-id="236" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="39">
+                <bounding-box x1="430" x2="444" y1="180" y2="188"/>
+                <content>(5.4)</content>
+                <instruction instr-id="236" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="39">
+                <bounding-box x1="475" x2="485" y1="180" y2="188"/>
+                <content>1.0</content>
+                <instruction instr-id="236" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="39">
+                <bounding-box x1="522" x2="551" y1="180" y2="188"/>
+                <content>(0.7–1.3)</content>
+                <instruction instr-id="236" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="40">
+                <bounding-box x1="41" x2="51" y1="167" y2="175"/>
+                <content>No</content>
+                <instruction instr-id="238" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="40">
+                <bounding-box x1="206" x2="224" y1="167" y2="175"/>
+                <content>2,230</content>
+                <instruction instr-id="238" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="40">
+                <bounding-box x1="245" x2="260" y1="167" y2="175"/>
+                <content>(2.1)</content>
+                <instruction instr-id="238" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="40">
+                <bounding-box x1="290" x2="302" y1="167" y2="175"/>
+                <content>Ref.</content>
+                <instruction instr-id="238" subinstr-id="6"/>
+                <instruction instr-id="238" subinstr-id="8"/>
+                <instruction instr-id="238" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="40">
+                <bounding-box x1="348" x2="356" y1="167" y2="175"/>
+                <content>—</content>
+                <instruction instr-id="238" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="40">
+                <bounding-box x1="390" x2="408" y1="167" y2="175"/>
+                <content>5,961</content>
+                <instruction instr-id="238" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="40">
+                <bounding-box x1="430" x2="444" y1="167" y2="175"/>
+                <content>(5.6)</content>
+                <instruction instr-id="238" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="40">
+                <bounding-box x1="474" x2="486" y1="167" y2="175"/>
+                <content>Ref.</content>
+                <instruction instr-id="238" subinstr-id="18"/>
+                <instruction instr-id="238" subinstr-id="20"/>
+                <instruction instr-id="238" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="40">
+                <bounding-box x1="533" x2="541" y1="167" y2="175"/>
+                <content>—</content>
+                <instruction instr-id="238" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="41">
+                <bounding-box x1="36" x2="53" y1="152" y2="160"/>
+                <content>total</content>
+                <instruction instr-id="241" subinstr-id="0"/>
+                <instruction instr-id="241" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="41">
+                <bounding-box x1="205" x2="224" y1="152" y2="160"/>
+                <content>2,378</content>
+                <instruction instr-id="241" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="41">
+                <bounding-box x1="245" x2="260" y1="152" y2="160"/>
+                <content>(2.1)</content>
+                <instruction instr-id="241" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="41">
+                <bounding-box x1="292" x2="300" y1="152" y2="160"/>
+                <content>—</content>
+                <instruction instr-id="241" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="41">
+                <bounding-box x1="348" x2="356" y1="152" y2="160"/>
+                <content>—</content>
+                <instruction instr-id="241" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="41">
+                <bounding-box x1="389" x2="408" y1="152" y2="160"/>
+                <content>6,157</content>
+                <instruction instr-id="241" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="41">
+                <bounding-box x1="429" x2="444" y1="152" y2="160"/>
+                <content>(5.6)</content>
+                <instruction instr-id="241" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="41">
+                <bounding-box x1="476" x2="484" y1="152" y2="160"/>
+                <content>—</content>
+                <instruction instr-id="241" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="41">
+                <bounding-box x1="533" x2="541" y1="152" y2="160"/>
+                <content>—</content>
+                <instruction instr-id="241" subinstr-id="18"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..e09d976fc94a830b705bb484ed483e2002b5c92a
GIT binary patch
literal 101776
zcma&NQ;;aZwyoW^ZQHhO+qP}n?p|%%wr$%sR@-;&6X(A#`{BP&RWUN>%&4e{jQGaL
zBvlX*qh+LHfg&BdjxU7bAYdS{H?o4_;h~o?wKI3IAmIF`DA9{q+PIiH5zvd-7`m8>
zm>S!gnDX&KIlDNS8rnj6WY_TMCU1=<K1t&}A*j>E-OVaab}y3x)}^rkCJ;ENx~sO*
zh%3#u+Dy3drGO_4(;)@|hz4lc`;C4dUfo{g+9ha=!JDVjOv}j2%g@R9%fj!)oHaS{
zjPZZnnf>k;)eXJBm5%rqJ(T()#BIrb@6QA$?2mrUneqP|lMW7RJpTO%yuyzwa$%er
zbm-O+Yw}Eq)4#?4BK2_O!l^XUUrrXCm;L$p`{(M9(b$R;oBYy>M<-Nz6N6TazFooC
zS)Tvvv&Ywh#}`eV{JSGlY}&vMhmKBc5vRdenq+sjsb(`oZ_e<84IjL^pt3Aexi)RG
z0h`?E(F99&-Dwp8l<E8lhm6CrB?@U11=QFCRrXBNaO{T*lW6u71MH=bb~on<GL^Z6
z8;~*0AqT~%XAiEw@?BK-rCTz><q$%I_hR;DV{al<u}d$J#@l#Az!*KgPpC?D!oc+0
z!`0`XthgpTd-X@nB(o!uthtP)IWoj)j@Tjs`qz=St1r8~<*llRvpI4?8i5Sc0c0#M
ztl1<F(44aI0+!gFm_FjL5>1R0Rn^na2M{$wJi4U)E?q^H5yzzI0+?-g4&jhE408_c
z(G4C)iYAJ~lHf#Ookj=H6@iVNw+)h9;@8If@v8^&5Hj5nKm&NJ_@~xhtiE-hNomxX
zo#V1-3pDX6=FUEXm;)!&W8IBqPgcJW=~S`{DvHZmj<~w4qqm0;3yI`>KW#in0v(#*
z(y*F!!94P0im(^XMNsR1)1NMgG5HP;hFEe%A!G1MS)|#2icUSUL&m+XxA6il>R;*)
zk_h-+yH4No8jn0+mG}KI4y2TR8E=|dv`dA*fLQwJC^DW!XD!R{;4L4`&9g~x4w&@7
z`jx4`@;>BFwi-cO85J-}1f6Hr6NBR+&ye0)>EqZ%dpewBH>^O52jf=#ptz=uL_b2%
zj8jSDHbfSnH%lHdE)xJLeaNf!Z96En{s7`A=-s?iJygkBsB@%>+jZ=4L^D7-9JE{k
z_(Hgd;j85=ye8U&klKUj40u9y@rr02PSYNruN9FO&57y9@!@`ZKFyK@wVI-U74606
z#_I`)0v$TEK!{22^VXO!c*&8J)VquOWAO&Z-ObBMrOmhI<Ngtwf4MndI6pbhS|AVk
zVt#WwKkJvS^s(Xo8Lgwu_krBcoBx$fUzZF4MR>%V|B6ZIGpG%pzne>Tkz}I7=;7MT
z{bl($TbSFA$GqJW&jSwI0}eYAn7F5y3k(~BLw$)Jq`~lI`KVb%DBZ9y{QR|hQpTE5
z7TEr3;ooLBJY(@Tk-=Z0)`1DW<P~_t`}Ry<MM8sK1s=)LO@P>V;QacwdP*UC+&E81
zo9gS&%L7#G!}zBDdZ$eBWBf39dR!R7TS*>)a`%g(ek{WmyT_Zp>sj~=2`HwB2>JEA
z|H~iHy(jdD9&mt(0K&2V311Jni~o&n6EJrFs;kj<Mp4iNV={W)1xYo>5H#nmy3OGW
z6T}x3s?n)?`QnDwnBPUr2*2frd7bII;KVqq0B7ogr!W^t1-!93C`kEG9MWuilyCjS
z?XIf`d*@XSxK_GxC-1u9h?*qRDExt!Ib_KcdV^OdAS;`b3DhZ^)_{uZ#!=9(eU1QD
z2eblfm!`<2J?xxTDd>SJtM@bG1o(2OByw9d0pmz2VT<CUvCVku&;g)yb*oV;uRB0M
zc}|s0E)W1i!$rOg`c>a$Jq0TXUq}n+T|m)V6F>qvuQhFFrVgeXcL<(}fn!%*wn2Bw
z;GMrW_s(`Faz@7tk~K=`SEOOxs*=m?#?2T*dhFUoO?Ccm<wOrMGm7pOO39ivbCIy7
z%dI(`^Y>Su`M#jXxe@fVeuGujc}O|^mIdzSSi;R|%SMV^r^0wT3m6^XM(DV}PSTwH
zPif;xZo9(H4&YeTtqpEsUrZ48X00X&v;x4{=Bz4lZzV!ZJ=Vx;I1r1AJJWrfS#cW6
zDA1VRVVEAs+Iw&HEt$n+&^nN|6VeiklA=aE=Hr!6l{*voI(D&1z^~)H%Sfp;Dk0n<
z*dF?)tD}vj3IdX*!;Ok^HW2p<6u1lf4Z{Migxz9f`CFOY#DI)I7CX@iI!b9LnT5tI
zg+~>x^!M<?0klk<S^Jir;ho?#N`Xp1UH)HD;U&2N$n(2zJ_F^EbsR8lnpPGB2hij5
z)EAaFn&F9~O^R!~dTqbBon~0~R_EQ%z{vu_IWzw`1`yMBab!MwbsAJ!9~S+Y01!k=
z8I<+ZaW23f#ul_en3s4=Z$Uh1nu3058U!Bj^>GIXgR^j&_NX?Kqj|FmZYxk(fG{oE
z7wqMf=RLWxMvDiJ0@y|=@F$ekeZPBh8ZlAq;Bhf;4JcZU3|I#OST0^dz3Ku4vy#=D
z=?9)2fYsVHtrT(f(j&FhH4@RF)+zgJNviypj63Wy_VzWoYwZwG;B81FF8z9MtpuDL
z2=qFr1cRXHi<FuVWg<oBO|6(!4wnA<W6%VG7}JIuQoCz50FE}I5$jN*k@U8m)WOv2
z4>z&(av$TJLMY@=3}Ru_ri5fg{os4*g1lA438nSxnDMHq*jAgV)^Y9d_C0YonLN{W
z<iGj@7DqF+)vZUg*L(vyDl>q8*k;@6Ne8AZpc97D!$crzU2&pu9nD1RArELEEHZ<n
z1TFl*^n%nfz{?Gg7vK!oTG}6w)B@y82L!oLjvE#VHus%&QMTb#@jDEIKm@i*)o2Ln
zt(EU7`u+p}gNCU!pvpjYs@2Qr%0VA@sqDWUFy&@xg|N%vRJZ}ZNjX&-AvCtMJ?5WB
zkYWFw1U3h3Unor(>h1pQ%41Q)Y{G1v>C#~UTrjsn058^@bn=J!v5+LkFNGXW24oh}
ziU1^kr~>T2j^YOOM)mnR2HljEyoLdMODAH#KL|mx6;#i%ya{0B(hrKC^CrdH6}Ab3
zN`i+Lhv@v?o7S5a84tpdjZuZ*v-2im90f~o{(ZPI39<7tLSS0S^zz<xsi_ExG@>+`
zVq4VhJh!E^2t279cY2j=W=2nJa_iyA$I{{47TjfV)G$KNzqpwdJzgzr<3^{!YL^~=
zavYG-dXm^p+Zr_B!Y$Qh-s#+-@)gi?H{D9jdf}^18=b$$yZBXky#xeiw)+L>A(7N^
z2)m|>`-5N${9<!R+PCF49C@S##JM~ZbK*iK<&3BW2b02n-AcaabIFr2jIFwuys8>O
zex&IpE{C;~sA_#JlDV@BSOrfOwYPs$AaW_?tbzlUBu<-C`gBe34%n%?tBClbr^>ms
z_8f{k1kQVWBjlIUe9~e$k&{i<a8Ar{3zHcC<@4n2kS*#T=={YO2Iw~m2&JDF(9|8!
zcbA~24QS+a*N58!a`z#9Uj%#Irto0%1k0i*FtEm7G(L4U|D(ZOFxIM7nD>kN<r@fv
z)#)e5NFYjRJZXVp@J6Zd11V7G{%h{`6B|Ond&L_SrW1^soyWUssu(kxz1(tGtMd*=
zAfZue1uok7;!t8=1BO7I_9+Rej-En-agRqp3cgqN@~ll^xuw19!zgIWqtYi&F8sq_
zN)D*(B~_th!Vdh%qZ{;|yF<FV(NDww<QnRJ-rQn3<r~;QvjD^~!EE>9og<H=?SD+t
zQ*tZzqy=Kk=s~g+V_ear0j~m%f$HYOHB-%VxK1M_#dB|YIU4iEtxFTc4WEs#t=tD1
z92-Jd`E=u^l{f!b61c$P77TmP&IH>=y17Jjz*Y#$jK*^XO`1`Fx`awoJ1Jy(QZu<#
zv@gIMuu@Wl+F2w^EF9oOHrrepbX_2mBB_WPuB(hKUGntf!mBwbmV{K>a>R**o=oFP
zTN0?K|A^+*Mu*2xW;>O;h*mH}+R?Lk#}NQ6-uGZ^^&8I!BOdk5fH-%2-Y4~|`c8kd
z_1=kVK)&0>k%WJCOz2`0qKfkw*x(|k9PsZ)q&~&{m9bRC(xJ8^8|eu9(elU15I)kb
z^LDYU+a76dv`M33;%vhPxRoz{9>`2KEY{XCj3MfIoR10|w6@#J8rWgQL6{rUgg7{g
zc_G)#*!_wzr_l`>f#1wMSnLX_=j}h<an4S)``L#`M8#?J_NttSrF+PS0)R%MOnbs*
zxuT=DhHq=HKLs@fRa0D1C?AWAP#Y|`n2w+}&Q4f@Mgx5Nt8ScMOE;Od)5+P&d})sJ
z2mWCa9X??kxS1v(Z);+Cip$nVqQ#}r>Qci>v@EZ*bz!y^{D}Q|tyQnnC?w<3nbahs
zlzsE4IImQ@tR?+%dx0PfE4awDrQDHzyz>CB-YPvMD{k9^rn#~+ABp`QAT_|d3Ls{p
zpB0@YV-%O3=3<c{s|4CPHLBivN)N}tqZ4}}PBDt(Yt)iEswDs_!GXHk%@D?w^#ncO
zv-T#+w`$d64t0FuWe<}dKz=$kuzd%W&1naVJkWScXA=#+fLecLk)qHbhFH$X$xbW<
zisz4se8?YuxpTea;$u*#Z=yv|OC}TtGID%cM&MP}!pc5+Mu7$+@;_PF8N&<D!~5Rf
zt=S<mqs#IE^v2%qBj>?qS#a{L)PM3*A*CWdZ8WA!0X+E^W2T)M5jB$2errInQrppO
z(F1EOhX-JFxabP$jL5-<*W(n#szqOC(6Z4A<toQT0Qy@U=weMPhrstvsV3Ap!_jwo
z&2&3#(Q@>uAqT3N(<2v>;Co)gT~*=M@hnic*Vs&KpKc&)_+i!|E5SZLG@gC-$T}_!
zw>@WKZ9Cc^Isv^8!tW{KE~l0HJ7YIZUe|fE@J67#*(Fcl?t<)8H&YLwH4!aYq?PSO
zw_gHQ$P}~-<8=%jC$;sJAWS>yCawUHCHqj|g7s&I4X8fJMp2T7^z1%L!$LaJ)FB6_
zaRYkXV+TEp-N3=n&5#$Psp0r|Uf9R>yk+yex&7|0;C`x<qWit+YWP*7Iv#4)z6oFT
zz^KO6biwuAS!yeq-Kh9^vyJ%PR&n7x*%fyv^-I7vWF(X!Ppt|!pON+!_R6SdtVI-Z
z5RYjLDzFcul@wmz2b&WPQ#+OMH9p;J(C5r6B+Wa`V`TG`L_42_sh*=m|M*5jVBIZ}
zHO&w2C=SvYC-l&HfPy|i#6D#7?XqPUxkg7>U8p=ShF3#XUS&2?ajo5w@c5{BN_#m?
zY##O@SDU?-RCM8P)&RIy?s)~qPDqI5;KZHqu@jzivl0q;H?>{hF0z*;9s1E}S8-x-
z=TEZN$vXCLud{ptPYcSRk(|12*t&_<s6m~tE{3}HWI@%)AUp^OWtBfO$l=EH^i`|x
z^^6B7T176HNz&U*S;<VA_EgAeUmlQ|RhN@EglXt@S@i0Ru)UbYvrsSfSXS07b-LKQ
z{Sidu#2Flth+ASsr%(^t5867VXzn&+CP?g}-6llKVTJ(3#*`aLTS&op%79d*)1v;?
zQ(V?BUBru$eMhKXj3|opbX~%kvTGZw+!x^>b{;^R_{N+@CY%|8dJgy_;v;z`gI;Z|
zONwM=?_O+Y4!A06X!IVw)Je64n*+>IrK)Z5)nz||)UQ8FFS_V}Chpv!DSi7W^D9+*
zk)-*wL6U~+=+ctnE)uSq6fP%j;vrqMm<aZAJ^!WsHwq&-olfb!5@St4;5=6fY8d1!
zj4aNK-h4Pg=bNI6n>;upKAAb<X2nB$IcpGmOoGe*^ch!kam$u6(Tj1HojZjndV^=w
zN4ce7K#eZ$r%-sd4CIiLs|DP=<EWfpb8$qLe^_4<1s~Y(mQ3{yBAcJ6{cFdKg6yf~
z33Rs;0h5Bl|Jlz}6c*3xP-S=_9O%v|0z0weH^m;Acb#i(k9~pAT{PPPRA`qKJiM@c
z8^fo=VSK97SvbkB5;A6KH>CBsqMEDoSQ~vUR+FYTH<%QnN!82MlQN^ullO!#(FEgl
zqUA%V5u(s-uRHCwf6z8iQaH9W>d)37{kNj~PwFTZX~JH7i?uI*=Ps-c0*-G^pZ2^#
zbC524NS{3L(A})i;W~PFEuGL6l;>H|=5JraPeC-~&1HivSj63)Ni#4AUU660#q*Vi
zr)T1)E2O&cjs3d5gt_7Ajk&yWd}#U_iZISHs&ZgC$}K(Ry8i4qe8+QcP*I(E<Uk<b
z=@yvt+=)}G{|G?~>!nk`F1n|+@N34!fVS^V+XrsoB5Ik4p$=DQ)BBgDsB}_z1TkiY
z4qi=a;KtAXM!t*yrMM@QZDc|CUcnkOc^f&9Z9UYOw9nMxZbSfWBqW4ag`AP#bAX8f
z$1`;USky?qOq2%AKKcu#my&4LnagX;8eNs?<!x@=cD+y26o=m*WnQ>sCDy1*Rix|3
z4-hbX*~G6Vh$V}4a8TT!THWSs<5YbyIKTHQOhur&{(aqGz>wO)azvB@hI*YtrFo33
z{`>r_g!x4Cs}+UxEj{w1WQ-S+V6;M)#f(Q%v`OMEE#|F~FZz#*YV27(hYIl;%4Uz6
zIY{7wxyXS#cJfnB8Zf=9b`BK6FjT(-a%%*K)n#~NMnE$6zM83S+F01oOm#N3-VFt(
zFaV{mnNv%WY52Z58z|TYmpXwSyqOAX%4i`s<dYtUBVGuTp#mw<EQcc5uI@^ikKr-o
zyw?k0SL6v|5OtX0Kk|Gw<Ug0hJi(PHR@@JgF;UJ-!L{U>Tj$Bl^x+p^mnft}ow*il
z#r$bpy+u@!MazCv=YrIZQsT6o5BH>#2t68g8g{<cdE~xIslXqui-53{?!d;!!ZIyG
zob3LPi}cE(EDSkH)UImmyjJqU1f}|Ac};*n{^wUv{@ADIi!3TB#oP{{7qkl3Km!dp
zg6X$%WY<I<9>qM4NmGV{9qZe1g=o&$3-!BL`MG?56Qa<iosMMWXK(vl*?8^TXEYDv
z-0AG2YAF2x@RHMJ?>57E7x{WOJxgQLyW3n3dd^AM=v<Ma*{8vPWyE$hM8D#Mea{ql
zKrXC_&Lcw*O`@`iL+ya;&;n}OC(nkJVK)a4+pBTJ*Fr6)WaTGn^J<mKJ}j7&>Jwa*
zsTtOGaK4cnPF?onT!yD@r=A-?a)v5WcA0a?s-5JX`S|gq-8T@xd}nl<up~8Nd7d+4
znm8>(vvCgsqkNi}Ys@Im8wkk@L;F)IE9_%}Fuih+#k}}xo8#X9u}jTPbY6iRj^e;W
z9gY`Nc}nq=){Vky)GZAB4P?dsXZ<{FYQpU~AQQ<|+}AT>wJ={AIp&nX`K<caaT4Fe
zi5*~Y7d8p5cxx;7FX*9|Xe$8X#Q}EBi14)gN)8Z)j#-8l_};mB2>|)`_9B7{X=!lF
zEiy<Zt|3N1MI>4-$k+Cj`K>rZ{;vZA^RsnMFd)OY8<fF4*80$X{}&e^{Dv7q@PRQq
zOCB~TF5YXeWczUyOnq_T2+X;e!@Hc+fMLQ(7|1U}5L2;IQKHHhJ61C9yMayB!S<s1
z>gI(Q_XEp=?x-b%%BQ>VxvaY_`|$|||0)`=9PO?&Eg0n{Md9Q@ziMf&3~*-BX_HEM
z_=jbJeZw6mDp;T;Q~PBTBqCbyb8JxV?D;j=1jA4UC=Zp5z2-I_aCxZv7OZI4mKg}v
zHp9%kA=ftStdH**z36s+=A?qbU)qsa()ZSNcJ{Hadf_TvD#p_FXne72D@h2rlJVMo
z3*5|i;7x<l#FnuDvpc3v-|U}E6COjvoaH%Tif5`ofi_d<!M<0s<x7;2=IJnfrI1k}
zNMvc}s;KDe+Ii~wA6JQOe;{P+XH@1ZuT_KTYs=`nIvfbj*7wr4@^d%W4$Aiy`A(hu
zmza^@x~qR%xuXsJRjhM4=nz~pAy&Sej`ei99;X@7A4hjaJ7ZN9`3L;$-v03!1e*wz
zAg8URu*Tk6l<U%Y-XzW7qtO9L{YECoY!1x>uM=zMGLyy@N{S|p(NkRDKJ(wO#rnO0
zVn(TgG+4pAm4-(3XVl)}GnT8l?IQO}atsD<Z2ZjMz<MtX0}rM-2K_I_FHg%VJp|af
zd`X9|#J_!cP8Y!opGA4=aCwVE_q_Y>G5AODX7*Vr%J`kLRjciYbwT3t6JVv{)^vIL
z(@F9!gzTKxT5GW~`MFt!YNr5p9B0}00HX^6#*=Y7@R5*qP?4V7pFY-`*?IOtZy$q;
z-7v-JK~G)}_QCOtH`>C!L{|7@x%|F1vs-j{!B_^quM#2W5FczyhsHG5Ew6dpc#iSr
z(B?!~XY0bQRwFumu)N@U@WL8EFnmi7;sWU(9c%Ja0IR0_R=afIoZ2-y3j}p6;B1hr
z?zjQd*Odo|{>NR5O)dT=3_Px!lN8#vNY%cWrnpyneyW#wk!o4U<lXO+z3h2TR$Xs3
zl-zN*>yj1esVAnn;+zimN^T6Sn=<1Rd6j7|&A<Jzc@s2DWptZ`MeL6_`#<wNF?pYw
z4|l{2Pk2wVO|A$)6Bi*gjH_QFxetmoO!QSgx~S@Kem8i-Ok(Z@;UzFCD3GLD;OBk)
z2}~tN!9><vv2cg5tB(4sWZmnh`GJ#KuM@Fg@X<vNeeq;pJBtNl_(=I9$zHE$0$|RD
zvSosnDA<~`n}17t3-dDam3db++WqagWr=(xE-)!Vq(KJ3<t_j-<KzG4W{ERenKt^t
z)aR2PHX~=Sd-f3eIdAd#-!x&ksx5w;SJ=gK@qbv0AWt@g_itm%4JGhk@#rUM7Rjp$
zOV#ObJpaZ0`sDPZJ0(cWIT@0bd(FXf({*X{1EqBDXDvYluPomctt^gz{;(%UqNFFM
zyc(SKzX8*-))&VVrt4=t2rgH}hCjtdwP)09(CdECkNxGc8ob{j8QLD4LJYT1sfKzT
zU*pXYvFU78NuNyzyWKQyaFIZ{@X@LMJaB}^o0b1vpHRQRPL(FtSBG`M%|E6sxi^n?
zfT->sZaD3l@jw%!ULfO2lQW9oZTsmFFkDA&bip&~Hw!56=HEo{2Aj7naXhW#!+qBS
z<xK_loKcr)mf-HdDa5Y0S>5HwRdmSeDpDUv*I%M<len|(U?nv#oFH9x)l)5vI811c
zBw!{Mek`rPcZvetmB|S$S0z(DOShyR0Ks>C@HH2SfaP~?k#`5PkoyUfC!hXEif4_L
ze>!56ShSteM`b&eQK{3&++9S?O)=2(2sS;g(>cXjP~C~`83*Ex`jz!ti^f6HUN>%r
z>P=@DmP+##e}((tsfV2T@x|>WtNPnYi{D8;_jgO2)>sg5-rKk?wRC?5=tyaU{Idu|
zANg@g_3TlG)E~-U%m%T(?!=GNCdyLoiR2mc+aP`LCp&l6Z@%i2_)}f$@#kDO;49L5
zw{j)#NlJgffd0!Vx#-xh{0g!|Mg*8QS5zO`vMDDoC-#lDLreZ*tT*=_20Xj=F%Kqz
z-SZZfAN9SXSKbl`Hv+QV`XiDc;kLke7$l`>j)B-Pk9m5!kA2=EsIHem$Wl1&-I36y
zzyS@*fdK_-OV@tn1VZh^T57V9ehoca)pZOLrqdtI=b(;%abW0gn2rZKl6@cv`k<`r
z=JoV+sO%lPa49DL*f73OJJU%oXU@ab{3kI%ukp_E61m>F(RsKZ#Bc$CW6NlYtPyJI
znXPPeGPcs70;Fau-~BNNUEdUD#*qd+`1ec?$D|7kv6?_nFjeYl+!XiA0*xPQ2a`u#
zRwY*Rg3O^%p0hNZ*EuU@Q!y(WcN~j5abQO+f5d^Un{!VysC3i!xiNxR-A+7Qy~THs
zpDL29S7bluq*m}L>h<Py{E`1rG~Ju_;HM7}|4%{}%IZZD@Q8pAR`c8JT!WWnqzL5!
zjN}rnX8K;|m&pfY>o+04H^z0r`01;~?FJjkkG;F8dOJ$)^rb~tJhA84B^{kIJp<Dc
z$CEMm6L4fZggV&0Q40w9yc;c&NWk1nzDggITGNPq1T!LWmwb8luS>KQM+(MYVJg&;
zxM68YImf>wr&WgJkcTD_Zi&8e_v;i~CE9*HC#ngvLPXm8oug8WakX;j(5tp|yf-qR
zjwK5veqGzdO%>AJNCQ3lwuM_CcpZ%qu{w;Vnq)7wLkc>>Kg}0Jd*&angO-OK&+5WF
z1HQ)7SfFX9lHH6ZkA1frCqOdTId8(3O1O^_5$T$eV4LqI8q_SAOlq2j`75S15;8z8
zM#q)EC%72}Jn!kZS7E$vHX<!CjsWiQY{!XHb6_2h<=Qt>buCZ&ADFX7v=l)QEw_hK
zSzhetZ%ZonE1WgA7Vw|!ZbMseTZZ<c%@-gyWBt%ygp4=0u<SoAXA~p)-anTEzkrG6
zG|Z-UCjT2A|9ksS;QXJM`9Du~c4kJX|J9h8|0|7VX8C`LqqVM*wue!F`r;FyRKJN;
zNTjG=zlEsy12P6dgzxDJl-&HLXCdzTucr_H47`DQfILEY&iIsdk+w8nJ;Ua&|H&;X
za{lgJqWzxspvEZkf80A+ndlJ@YAW;opx$uuCtCOG;C+7=5#dbxrKwvlJ0mHwIQa@s
zcIh!#+)$G|b+O24yZ*X7c64>??%j1!-)UW4Dfqd2Prne7U(1o2xd>7wSLrkgr7kvk
zuGo+3x;z-V!)J7hZ=grtIy%(!rILLPg4|)42#x4lo@^cf*ZuBNYlI!>vTCaUt<y5|
z?B4r+OtyDaHXUci`1&I89{TYtthOs*pLV3yGT&H<Oh{|<(%Hz)-q8q7A;-T_p{h+)
zQnK(-LaunnDrQNqSyZmrz$yl^xi_R@)$Za_-1H1FCSuj^;#$!0B<VrPq!kpKn0Mkt
z&8!iel-h`@2)C?BVH*6Sff2gw1FN(ONn&i}JsZ!e*DQwiexW}3g`&jCk6e+Rr&u{B
zO3A8^{m7h{SrhyIM`C7m^eaW_v4xPoWZuSddQQZmmF?7=DD{z9>bZlW<kZ^OkF53V
z3u4N)$~7_1uVh-D@ZVVC<U3}`ht7Wr8UOX&*v!a_T(+^Dmj6%hzsgWEX`^2<A!h$6
z{<m<EN?x>*RWI9VS;}SNZJBy-yJ5kwL#Q<|5l~WzB!-_J_li@k%=1K<{*HN}srj>I
zi0)C9-4bo!8rHgXz`X|C;AEwC!wD$?Hk|XFPzwQJFuj-=CEWaNZp~}>v(ua#fBn>s
z<DTv<Th;Bx4{_`6Vc$sQ=X-lO?F9p!KDp|O=)v=gr98#?rCK8PVig<3l*v_uY~|kN
zBR(|!L2{B#!_wF1QPlS=U&Vw+fr%@qcUm;<Cy}MOx%eRtp!~rneG5U5V(q1sj{{zA
zcX^9l$9|{Py8G61pbV;zm(y=`80D^}DsB?==+?1N)D|8MsIQ!wi1~KIh?^+>;JJ#K
z<eiowFE?v9>%f)Co4JX|zLYwOnfx;OFoGGS6BAEcFZ^Q&oNe(C9w%_3xe&#X)=4;O
zWg)lKnEadmhZ^W&7&b7W0uQRE7-vMAYS<8{{<a-Js(X9R>b+LS`wh^}tqSCx76>Xc
znCd81YJ)JANeed(n@wABzGsb33y)r1Vm$`lf|eVW(akZIu{env{~N=6#LztwS$?ki
zE}hA_Yav989NqhUyO%<q60WC=fG@Pd!PYjQo&|HO02}>g+?(|iotN@gBHimTvqyI0
z>F$Iv>{psncjDM&=30BqQ>PmB07PKplK!35NWsi{rRZlNk(N4d1)q;n5qn5$dD|uT
z_UYIWA6vD^n9`8nBSfDzz5{mz_#@%xHJ~nXz}9`MQI8RMp%Gvl;No*8>IdC=g&FO3
z{zg7gC@rfvc>a80NjiCgz?r6#Xo(k@`7DHX)$JO^w4_~jULqTzR-G@BFGlcqg&bNI
z-R%6Eg(z`HjXbJ*Z&GX<Qr|d%L4+NyW^FU5Q3RA26_8NImoQFgpz?9~LV&-=i??qj
zZg_bmjeRysF^eu$7Q(X-cLHN2oMMYltknqW_s=H+^ljjrgTvv*8Op1Gk0UBC@%_lF
zRJhpZ0=vTGe%1t-h6c3)X1y)|b>4h>dU^jb$0gQ`p~z4VU612H%5KIg$-CemD79iP
z%;y;c?=)O0z`ydyV#w4{0hL|ueWlt#(^W$!ZapBO*@ecS8mA-W^ZCLBNd3mC&;;zL
z?J?zQ-}J~jeI<)fOpJaR(=c-;54?)m;0@~OSIY`$e(o&<<nt!5Teq!c`XtDtn}$7o
zdi^*evYyZ>HQDyrtDMV~h;rzr!+Z5HF13VArA`HkQn8Bau>A~Tx{68?b>pnXl(2R4
z+$eF6K)}*b9aGo2yh1+W@j=C6&#4KqB|(BBxEJuNWdA-aPlb*h95unlQ&ZrUlqmt4
zLJvw+PE?hz6}(y|PK1|l4Nitl6LnI&bSq|)2<0s3{qp#$Xl$h{YvgYkhqfcY7%pcc
zl|nGoN`HPfakDRmHg2l2hq0J_fDOHBUjKFMWZ*<(Alb##aEM;7yQHknAb$ICqxA7O
zIpR!(_siAD%Wj{Qr4eT#>MB0XM({USlYF?Qbk=dCUHgHr)xNa8?FAT@_^+6~ai%zZ
zsUECY!b2yb-thE%f_fxD`1CnW^7ZKa`bMnc#yMDEDx;&qu<Qji*boO(&_D!7J8*E#
z_yomt4&sVgLm7>d4Q(fXV(oMabf?yGv7{%==#~DZM%`o~r?Q{}mZoN!D@N&j62?<Z
z1R|kEj3`-j#9N~V=OQ+7Va-v)9STvE={*V_^L}=$l~gu#lMw2BvHf8-KwV<we6ZqT
zWnkMlxHvF(=iOSE?mW6ZEAByY;ED$)=uqvjz%61ZdJ}O`7iGN3f_+rjF(pDbHvkbv
z+N5xn7z8&<x~iWA-3t0*j({qVfe2&`cJgLwt?(zCz-Z%~N?6=la=FZx4|(K^2F1vE
zwmXY(_+%h}?KQi68s_ci<=>{uBxSmma~JKGEbIDToX;5!_NS~lkJ=(EPGd#>p%`{B
z{sSWEtWgW)_Iz@>5F?y~hDPu&WeRKcP5{|P7r~eWM6d05tLtG<Ol*<e5Z?W5YXf;q
z<TAO)p!$k|3ZO#-rl)o)2+5R?VL?KpOi+r#e)w|oZQ62it5QvggflxKJrCqz>Gm*8
zbV%%ZTLlL30T^$U*|vT>s?Gpj(TSLPavw}2W<nt4uwf!}LT;i!nOy*+bG#7o9xY;V
zl9XC|UPi;4-s35X&~&aJyiZxmknQI;^G3TgGc|f!JS}^p<lmxv$-w%^0%n#GEG)Ao
zyv$uIHf65Z{v!y3ki6N~58Sg)CmC;GlR`6<Ba-}BdU8O16oJxvg`i}>;&V;&&%&mb
z`H_s$=+=AY%cXgeJ>YDeBg^~qo`~e9bJ6kF)^8qCX?iaMobG#A_)zpX4a<Oahb9|v
zdLOVW_fc{xU|jA*@j9Wq(6||jvW^7hh$K&|X}tiU$eVdTN|I8WK0|Y_sW9q+9Dn%)
zCcvTrd}t*ylLVzkkP1Jo-ho`=xOp2iYe3E$VIzBjBpRVZyAYF*uC-aSi+*I!UAy>b
zSZ(_wm@vi}wXUi--ijY4t4`nBkK|=ph`?E~0PRh-KnW)Mp&aCqUSaszt48jI4)2Y-
zg-14=F3*a04tPU<G8s<zcOxEE-}qC608jl(NmuD5hgp3g>*i&y=^H77v&k{SI5y0o
zz(A@+lQZt(iNHXZSmvb(*@#6Y<z@R#yO}c(MGY&D=H-h)rGu>fa8EI#zh@^r%(!4=
zz<qRXWe-Z_OlBEiKBhHT0K&4RfXrDFBv`a4VLuxq8K=$43`bv?ve!iu;QV`$UJP9b
z<FBh+SK!tsUG;LFB*@}NmXv$=Zu(V6OnA%EC7_$WZKhcsi+3G!;lD0?8@9K0v2|8l
zz0vZNFWzqLAP~B>d3ufCf1TR4`i<;4088sFQW%ohZmz>h58UqsF~n~9`oOTCF8p?6
z$2ZZp-MFb!y0-sLo7893tgdD4tOQ-xLsoM9Rav)pU649Vl}U)3a<SxR*%*%t{*Lo%
z=J9(JO}zZ`O$Fb_?tY;y1<FKMf26Yt&^A-*z1cuV#$}eXm0@AT;bj%Hs}Rfd&4`{K
z^JtWEDR0Rj&>Cl^Q|K)WJmWC@Dn@E2dt`nV`*7TtQ9JCt(gBiqq_;HqRh#BGzpU!L
z+BkRV0W~VSV*5JgyP0@IJ$^&U+YXieH-3Iw^IHGz9Pm$^ttu{E*9e}s`}G5;VxCGY
z#i-KtVl>nOs859op37xUJk5u2HlBTAYV+$YwaA2I==#J!Xitfd6o$8i+b~weYSr03
zUp+6GT_dl=pLTSe;S&q*km+8y$tE<u2436zQysu6sV&b8+|;T;H$LuQsQEIet+~TU
z@sRSJ2M5U>DdO-KhzX6h(U=_z`z;dK1~tzi^~QRqMjE-2<7RC8f*8V8r`6cKwJ0kT
zWv7_BeK^H*IJ7vH>DWBi4eh)V37C=hKoK(&m)9o-&E9X#$*S@qe$@}~s5~}HpwMQ0
zooe>)2VTZE=vMyXF%3Ku2ael2yOQ5!Iy}=6@}W0U3w1+%bFiS$<joWiYjWm*OuUcC
zm_MGIVPv{E5E7iXnAaxt+4vA4ntXk`iH<l$L_cc|sO*um&)O}GBPZGm{9)G~Dg(a6
zGJee>RH+$gd!K~FhPj02qpPy8@#19hlE#UJ=mHBw%*imLN&+(cTU1+fo|w=E)Y%Mj
zVdpRwfa=ks$o>*G4d+Tyq*TJs=I9qn#GEH-wQLu3BW9Y~cQPz#;74XlpCh7vJwWO1
ziBBZ5R96}<dRY>-pYi6V;`E3fGah`UZ`XjI+~bM0{jEitw)`5dTPGecfjfYTqzGf`
z;0_k)0Q?;Gj3|lp76&7z_SaeB3eDOz5mGKb#z3DEohpa;OrhuDdU5A@8wrGT6gGqB
zJ4p%nyMDt~!Yd|KbJmtiZr0y6{uui3hUz;jqOUO+IZuL4==yXqb$sO!u@j4^UFDSd
za5WJ0=e97GPqOr@JCE&6#Bjm8XX)InyG<j?6mL!U*P<j50WogT=AUnAVBg)QUFEo-
zI=p*_ojc4PxwDM(LtA`o7j92M&~J`^LAdz{5(G~IhEYz)eOp^lki8I8zSVwPB=Uyq
z{iWam7K%7ShaprD!tjd5h#{{1KF7{exT%v-zjye})VVj;mb{6iLYQO~VREm#nzu^U
zT)C*4AdGOeUGZtwC=y)T%G6zI*~hA&z2M1vH;FG;F<<~iS1-sb!`{-Q{Zu2UR)`rq
z>*RzrxSq;{7y^RPTcBL(4;^4bKRv#c*L2sCm?D^LHex+;M(fvCcVA>s>icU}P}p|D
zV+1n2&a?RdU4%oAmx*%aOOPV%W#*&uVeI1@P76Z<A|=dm_jU_9HP8p>1|@)Yxz%Ay
zy5ylkL&vmzM#n>xuuy5usd7&rpdKD64m}z~Q`EcYDh@$5w{{G_gxqWz$pwOiU93+L
zDll*|I~%oM_80mHg~%6{m3&X&^hVMdk_G|RyUx>~+y9`YVA%P(ZsV*XA_X<)#-*WU
zd5_WJHYscjuGrd;n5T*mFOWhCa18cFoB}YjjxhIC7p7v(r8|$;v%q7H-++4Ko%tMB
zYh7<ZB=waBf!foskEym50>KX#*}li6JUzuNw~_yX7w}(7{}<B#53B!&>6tlMIsZSV
zXJPy=re|ULe_{F_t*s=SF-PA$`TCLwulm8As9mugdZ)L*;tB-Qq}G5EOt?Y#*gs@u
z!yN$`n1P?bKOpzWPgz`=syn(n8rMdK3nC!qU343%f5_#{RM+BT+JYQE(*4yxtH|X+
z&FSTzs5dTMNY^c0+dm$ph8<~st6#2{u(68DPfkCpSo9e#T(Lt8X2;W{=j>k8_f+TT
z>hx|teErK^U2A{OPU9_0%OYo+x4p+|a~Nt8GIy#OkE-f=eJ9tEM}O9F>2|I@v@$Q#
z{sZ-dIbK$#n+V0VKUHd#Cpzty?Nz{=*$t{wH0IAO|I7fX%D2Ti``Vunc52}d!wvh|
zM!D;~y5@sv$7*AL(rUz-mJ3JsXPe#nzNDb5)^oWzqw7_*W-XL&Q{ayr#TqwJ|Bd=S
zrNOS&bGp0*>lPc^4PCbDy5@vJSkd2V!0*jXwe!M08-c!HVV@2Ce<LwSg{Xd)d93++
zoO&{0sx@w<^;SMKHJP7Hs$;hUmBQ|9hs*kGGHN*=Q(+60#_sPtny#00*ko04-%Vi?
zmCF7b4F3fB{}pUjESajQvZ-pY@TIFxe{5D7yz4LLb7DE3(_xcU%YGUSn=jXO`Q+7d
zI;Z|s8~;`tHeUYU{{JHoYP(+JwC{(%Cg&Iy9CO)bAXlc6HEhe?M1-eQ@V!4x&Hb_2
zX!^jyISGDH?YmOXCr&VC*cT|I!*f}w+pq%mgU&eDE$6}l5jz%3E7G%<KfAdcj@xUR
zd2qU9AKU5l_x+&V!dpM7zv$ZWREEZ?1@cH5wSlJxFJ+x>jY6Zt-7OMWyhpTX{n-0B
zoeR}d5S6T5cfI|sHR5lQx6*1-Xxuc$th(+0NhoeIM?W;>m=-?iTNYZp(p_158}g)Z
z(6-)jBB-@mXAi&WX!St)cTjK6Dl~Go@^V{|n|+roHn~HtWnbi^k!bQP&NZC%8<DKU
z=%YPNuXWLA0f5dkDD4}Qme8Suy0K<#PcLGjRmlY2!|vN)OEajRQ4r<}rP|IlggNEJ
z7})R>ulP+<jU_}oK^0=WSwLEpEAjb=IyF?}qEx-a!~e^>S#*`v?k88^F49fND8!j^
zL!23~9xg3?<zf3qqq)DuI@Ja46vlGe5%tFWAbI6v1uZxFNaU&+2)D#g6%40{{f`<s
zN=Yp=jz1PFuIA3fK=~gF<)NY&D3<||46CHZJ=MLK27!d2-!TmXOI*hrsUakdu6J$>
zpd$eSL3&z7b#EE;;LVAF_%+R<Y9vA)v9oSDN@44skl&U3m$fl1$B<%V)o6)U0&&x-
zvlaW?HOIJt%VwhufIXbf=REo{j1eS59ayq}-;fih#$_*GBgX6O^x8|JSWWeuHgPC{
zc=6CSkVov74Rnu{mbKYdjbSI=kQgW4r23=j9Oy-gUp@~(wi;0*HE1u|RV3L^Rsc2j
zsw(SPz+FKk3qFiL!@R_Jbsu?$269KGR%j2P)Lu8vnA-Zu$`YS;YfC&KzNY_Re<b-C
z?^2Dzy2HuCEzkq{D)EhUN`jhENL~KQT9gI`x34ZWhD4HWG3sbQjsHl#=1^e@n;aBV
z>p`j<OcfYUAS@$=1UsoZ1$Ozb-oyZi*4CV)w3IxARXOL<-Rp5Z0?TxRJd}}O>tew|
zuZjX&RMnp#F6wg{M90wP7%N?{LwX?a+`XW=BdO3Mmf?snZ(a&A>>^<mnKH}-izA02
zT$~(ID(XU2smN#$BzHujX;g11ZE%VjN^1otG{6A=znt|kD5nVmY~eRhl&}wTppCmX
zB&+%RK?boN#CRz+P&$?4aQ-up>_wnI*0xNQc*$#RDGohincFtXnLufYs-UJ?)(P<N
zV?)pQi$J7@4&GiXhKw3fsjVYiIsYtx(0AY9NlP<76h}<`IIY`(bSVk~pOFGO7O9E>
z*xJAcGdqE__s;`rYsi=E=3zX<Pi}yIq9(#HLJ_vv^KyM1Adr-GATP7^!y0fTk4Rbx
z=cr;wT-su++d%|2%sQqbXtGq~PMyo}ZXn&_e=Y)Ej^*P;t@bxUv;f_;ub&7hL}$VI
z$}qH|_{tl^TXm7VMR;6VGmtYmt|*jqHR#oXrZ{4FxlMzjIKQH>1k(yn&@xewL}`cq
zm^{&zHEq>WD>u*koK|Lp+3>>48uiPFWw=nS_`!Mh8EV9wgH~INox?T>EHh+#%;G{K
zU1bqC|7IIchn8lY#l(O3A2O=@m;@iiMRIpKGJ)OskmR0E#!pFEB17Pr!9m8q=qEPy
z0sWaZFqc~$ceU6LXX>8?P|KZoHBpaNJlK0{l_?eIxcgHQN3jNF=oh<#>otx+rzNJ4
zA#o7?M*2#{C&bgWN3%V*SE!Irs73zEHIi(I@MRUDA=xNWcnG=a251YYd1-ezY-VMK
zb1Vi;YEj8j`cYv>e?Fisd&XXY#;!N3*+M^&;=N4J7A;)(xkMG~TBF{-;j?{I-W(yY
ze3V87Y>P!WDKd(E@*E`jF3wc38XI|#1I)yN(Y3Gi9;hSLB0Esx4sx2KLPb#MG+xEl
z2vepd6yUNf!opKyD6lC}ifI{9kSJ3VpWp;rSyzr0u%TgTM#6j?j%e$H7;Gq5>^`y&
z&Rl`kz{gaMCPTD%J~}#1q~ETBB-;|vS%k(&Iwz2ut+H&T7rBn&i5x%a4n*bnm_x<&
zDnZr)*TvfnPMX+={D%m~%)~0`fSjoXT0ApIwuqQ;zJo(p%qiy)tQGsmkPQ~TBw9aB
z1{G(A$kU47v0~qCpd^^SKc)tSATfgY&Pf#PY^=KoOd1rSkZuCCZsM5AX%cf>HC|)f
z;q}gdkWpf@*szcAcw2-9bp!7!CF)u~?iNJ~<idI20Nd^ah2*2iQ|@9Eu>qC`d|+S(
zNbF?rD7^}kctLTwGU;4po5B=yrJZ<!GL`<2IEFh32S4Eq8ZCnKT*Srg;++&)VWj*P
zK7Q<PwlGv8@|@uo=}fVqN5t82(%HCba9HEQ_S`m_7|=LR8TxZ!5YMLp=d(m6uqU+c
zJWk#M4%SNc>DOQ^S~OA#c4AR`Zj{)?ccBFg{6aPcvB$+&<n*t<$81Q@SxELnHU_h&
zTc4k~b_zVWn3l6&J}cwVPq<DV#oxG0MGAy;9ijlajDv@vgT<Tm7X)iz%IuoB&s^TR
zAIl_XciuO6C1ZRkNe!(lYTGP=V-aJYw5yXGMusi+KTdna!o;lf7t&Gn5iZ>EE<F)0
zE$i$%sNjnR1z)tgXsiRjA})az_2M&~9Nn8KF{HQr!Ut2#D46xibW(Ecx6b5LdK_xI
zj!}OBtTFLa9lcaU7j6C#zB6iAPG%wOM1EAZ{f4+|)c16;)aLBRXiB94wdGmrDfee)
zc<Z%$$B8=KhiL#>hw*lj_HheQAj}vXej=fwB_{uc5jOvdmL{9OPngen!qwwA8Prz8
zvngudphO91PAuL!o!{ugdUz>4_kLOBUJp48c-m)Usq-R%pkx^`w|&1|*3A?wcMaRv
z5u9bzXS)yJR0qQ`CGegkKOQ{R;#y1v75P#4g8>$$`4~3c^g}*B2>c-+Ps++jIi|L~
z{!QFx91`Q4CL|s#v0OD1sT^A9Ti2K}4?Sx*ZSh9N8oAH7=lbOPf^1U9wrUT(B(3!W
za0lWgw9SS(tA<D0mHtb0JVj)}!2`&*faJzJddp;`*q^`S3oKfbK34H5I7*5&htW${
zh2qQNVlk|-d2qps5u6?QjGz8d=o7Y8=;qja%S@|lomP1**G+FdE5JS92QCwP==T;?
zKcv1}FfN3lHZJz3A0HBX3a%j9uDee=7cwiAW63J97}1Vf<qQiYNRLF~bXKZ}${iF#
zz>6q3CNKy=6DfJ2;o7TJQ^o|}Y=p19_is@VNeUr{X5V3UM+T1&Y#d|G+R&OQ!6fNL
zdRm*5EYn~8_B^Xt%$o{|X_&H0WuR1wM`!V)U9T6Z%$d3-%_Vy7A)`$m`zRX^9-Q{)
z+~I=0rMyr!yl7av;Y^e0_#DTBqQXS9(6A>_6!5UGKR+>UYXd=E{i1uLS4u#ik;iDF
z>`2AH`VWlk={}@`;&)#pQS_TevYeZ<eP{wN;n@y5S<_+1kM<t$H_o8>?w5Kt?n7&s
z;_8U&7ukFwUM6LaCocXPKkhf@wLr}m@*+%w+$1R0+s$_neqTms$kT5;#<brvW5Dm-
zcjJ4fe_s?G^ggs6PQb%W6)E`%aQaH=Yq0|LA>*{@y-;CfM@pF<;hm_=OW<D{p%w*d
z?G5mml3*6j%F}~%6CT3xjCW;68Op(K$X2R*j<S417;_8C#ygZS5L%jJBcdIT@iqP4
z|2}o_6s%xKUlFBdOI}DvjEaX-eCXgxBoxX9+*83(P@5u`VPVquAFn7kBJ&JWBU!xm
z4;VE)9*Xup4_N|>v!$xo*b+<iurUtg`nB~}9Mn8yKKQUaZJ=N4Cl*?UfwbYm_vyWc
zuedw~&!CXnFr?SbjvxC@vJH4fcgA(^`>fpjgno}HLrm^XxOOiD!*a-`zR~;9mXV0+
ze=D=-EeV~wiFE4>Jqm8vYuZBawto21PIObLY^{|&x>!cue11p&u%@Dtz!AqkC|Pu8
z6%mb;hSqLGXLcVVbSebJ?G`WGQ8nD`4f`^*1uR*=m^qtlAz$eU_1A@%w=seuDtz8P
zQ|b{F-U4%rU5IsE&Hz5f)fIS9UGpG)7-T+ib-IOa^K_{pzMdn2Y{=nF;``Bl`$)D`
z{dC;p2ne88{ry%GgA8>ri2B5KnT+BcrRD00Kpl3-Id)$rsq#>b=@sD4t&2jm%f^~v
z%AnLoFOmddoOIqAB0#g5uUXsDI2|LKReVZ}FwP~sZ|BVY;0cBUFbJZ7#n{8^bp1Ul
z0f6Z7&&*c;?k**(FJaa=EREI^33QR$#Q8|yIbJ{D3BK;@q9t?t&8SV|)O`+~T!a-G
zr}s2u&}}ryy$+>Ii`{)+H;zIMRM6Jda}AgLvt&Ri+a~{!sqotvr#^;IXsZk%nSWpq
zf7BUI)PH0|cewl-KEbvn%$SqFqF2sz6q-u2g1N{6#@>nzO6A_x@^^wB*3D`M-Ua@C
z<;vq-vxx43T<Ux+M1yeS2jk3m4|K~`&V^#Sqf~fA-M6nuu&xuug3cl+ILbW6#T|aY
zk)yF8lbbAm#L$Ju)OfW<V%XCEtH69G&d%n_>bKjEovYSW+P%&wq1&4nDDE_^vW`fJ
zV9#&}a4<d%tlNui#Tc>eVH1rN68IB`F46e#L^@oFuz+Cc(z^lMUS3N%R>yUcC^0Q*
z4XizzeQSxtp#|ZYDg9}`7G=s&6JX?H{mgPU7z2LH`9VZ_^Tb@3r2S%woh~J$S!sf!
zRE5cyTabHKH5y;W7hy@YNAbW%`r6Cj82!7lE4wik)b{HvdPCps%vJ_j5NK$}YU?If
z2M!Yo(2YaH4U~s;y(Qz16EygRn`5Bjk{<+s_BO?r9Yd9qm!(?%51IvzQ4MzkrT-7g
zPzrEs)sE>-ow0-l-@HrjJ|(a2{nygU9zbIG2>X9o82@8U{KvvzVdUiazZM4je_I&;
zxi|m+drLl+$2$3F)NvWSYw}gp4X27`jnb&(8Y*G4Bmx|;(5OtRF8Wr=Jjcab$w;5i
zK=K-i4=Eqw{$-V)grBaD>^s{sL4(_s^v0mH%)He6gOm5mkt<JhiSsA9uWF}AzBl@G
zX$$UmbV>D<BGawvbRj;TC@5<(Z^iCo19gx@!`byQ;!}KyW6n&HXJ*MLjlSt(<#r)2
zIDPEfPy42lOeUD`>#oXt+cEN+?#Lw$m+q0`0MGgyv25v{Df8@+$K&TK{H}CKzI4gl
z)R_kUz_c6UwoK8BG4@PRgx0Vz19gfBwiiCxLk(q$$D+-U1>S7QM()Vh^Z8sGhh;2v
zLa5XpPjBU~iK-;qOp!+#y@%k9*UkXQkqcWqT6BI-L41Bnr)MsxeyAdxa%5Eg?Te{$
zT|MnUCQo~X+evFulxZf|)`#uRcIK{Y(RmXD-=ypFQNuO0a))Jn&P9_B*p-!QfGBYg
zN%>^0mb~RneXP1Zf9J;<KRA0h0%Yo7jQbKp>c-eSV6O?4FSi9Hoy<~c5*tRIWWr?B
z?I28-iK7DUAkgKZ4JHIjZQ0e;&8olJ)}?I*XnkRe%HWqi_@2)h_~*Z~0ZoJcDKr0v
zx32(;qI>(MV@YX{l#q^Pmjx+FK~h4x8|elq>5@hoq(dnK327-Q5v5DIJCyR9UG;f<
z;(g!$_kGv(UVF{X%sFRH-0{2b`^=e{NtGKJTs&S0bs`3S*ED9Db&rqrvPfevNvF=o
zz8twDg|l}J=g+gp%m*fqRTB(vI?2jKtuqth5X`G<qYppD<{_3wG1!yqQrMz>*X$vt
z%jvssO489aR$CojC-`*snr(1wM!rll7W*7z)+Cx{^a#(2>opBNnO5>-8=l7cxf<rn
z*|Vkd(Nl08ZjiI?W7M=8T)IyaSr?&{XqI>-sw>x-r9$@Pox~fg^K=t2U<HR4@q@Ri
zWnOaLX)bZy(<87w5uurxF@4*Ec?6DK4H>7Yam_)t3FmCqpU33%XnfE}%kg4<e=7b#
z60)4pZh0&{mS**X1Z)iYsWZGR|3?xV^x^88U^dkQBt~5?B2kbqp{VY<G=ai_7ehOd
zx6=XpTatA??<ncO!$i*DUMmeewBF!eSn-u;p?I}!mdN-qx&~$vM>*R96Np8nbVYRb
zR^Ue}8gt~}w?{o&UPE2aS`O|^DX%wuhw_T^EgNMXU>0AT8H@Svzj=SSoG%x?`91y7
zw-3p40mjw2A9X)+Duj9YW0@62s4_&~xFZoinzTDqPVVdh&NLF^4K~UiFm6UmP*6~*
zdEoN`#v{MZ)F*k<g5{uMZ`!3+o4pVF6S-xUmSyvh;>7c#`m(Dex_NiA4<cdSk;i$U
zE43~U{dyZIjcfFNT)|XID7TW+NVRkANJ4tGVeRDWTCWL8uQ3ljt|jGjR(WmnW^>~M
zC7PzUwRY}<f$)~cBhmS+ill7fuqa);^6wF@#2MCNOZpW@vQmkUCvj3EdqOLl?Kirg
zy;zs`Fm}JzX)7^rnUDRYbt3Gkvnp;v1fP9qF4Ouv7TYyFntm2)ZI;rQFA9X-9JaTi
z_RY^8YO4)3;ncRisw;DZ;YNa=>Df<uaCEd5jvo6@?c6omk4I0^&MS{zgE4>5eXSdy
zRYj<V=09;S{pbzIsHEkVQCOL0%J+A#36&Ei4I26FpLsM^IMm!I9qrbf7^{eh%OEJr
z_L8ss>_vSsyjNmU!z8pp(2?)uq=iNHHNw-P#{Bx0O+<CyD=aD_wyu2t*;knFwjOIv
zHVqam9k-8L3<X-FI((r%@t?F0evot6JKiz6_+mek^g3O@rDe#O=Gj8S&ihRtz0*?$
zR-vcXkDg~ryWCH3C9a`PbGDHdB<^|h)DZ&}nfTLV%$ktTI=N{p#=EmAqXrR{H8q!-
zp_{Orsf||r&hnXUg<G+GkoG2+(_4M3OFbgtn{E5y$`x54QVXS!!Ym(<&~+i*!hj*!
zD+>Bv>Bk|<sscra#&H4K(m~3E!VSm9#n}&R6h8Q)E~2q(1U(LdLRcS@Bq&1cVI}r=
zWD*ow@Cv&9s(f1#+XB0+HEjv9LAoNJzU4f8S_d(6%1rMZKHc<<J9A@yW97zALs>|x
zEE^S*teoqn-*;is2R!yPKvKx}vQWy75Y%&*RhmkOg;%q;h|XBh`?f}zUuNN_PMSDk
zQk0X<58vPROUp+e^u%D=PDQ2LT)2%9Sy@;)II+Yy*=;oQ&porBa6dLX4vWN*+kZcC
zOCYm+`Xuv_Q!6y;ZtCS!N_ECnU9J1`v7#}m%L}QQv6Su{OvmizkXl<m6Q86c-Bi7N
z{1~mETVadS?p+03*XEPT=OD)*izmF6GlAx%is+OWkysW5H(vSmk>PH>slY_9+o%mq
zcQ18YoR3sbV{N8s_gr>pso?J7x*Ga0+1F!>CcL%2)VXxt`*{gFB}b(><fB3mQhhFW
zYqc+msG)Lmx=8T%W~!r0>w~0To||-mY(n4AFVBV2T)=eemTljOZ7WHjwD@1I$gU`Z
z57AZK4vcs|(dBKE&U=Y{OIqkLbwcrnu6>W9&m|lsmb#X@frqSliF%2D<}XdkNMVBu
zMW(7+t~mMN;hEp5(|Nd+(g3Bui)m)}eqXeGIbfSL_IaiiWgYDHo{?UVRA$7T$@}Qk
z6BuJhLUyMddU;a|yiI{7={uDhbS%3nSHm7Jl08)eLMnN(BS96#+d^(%C+$ny4i`u^
zFc$-2b~zkWl&>c(vae3msrJYjlf1(8{;+e(HPJtbc`DZN*uWB1-#>|`dJaR-v#WxV
zVxLY+Blg9$;AtEbQ7ig;_uT?rVoeRS^jRoBoQ4At86UKwL#UI|wMMAvBS_MGOkm}q
zdeFP|XHqlA$K?fIZhO_zhxl-ahd+5zkW$qSr4rt7R~>M$B5yVw+LUg%Z}2((n7XXq
zLO;g+^Ha|7yQEG;DXl_@Aw(gbylue@TAI!4hT*LChs&j;DLlQpS{&?S+7-tc2h2R?
zUCViPOt`IKvV!0zA$ZbT3@kP3!W8DMt~&A9AtT7ZgEir*Qq=aPk77KV>rXnfdD!ne
zIXyH|xF#kRpl5_b7V~arjS~|aI-ED?>%0;j%5yasXU6-=KkGWd1EgEj2dwJaYH8f;
z8nCEDSW*+g=V(~U=5QXt7d5mz<f1Pp{(}51T|-0k$;~}c7*9_r8i+GKH<wWw>;o2%
z_S>-O(o@W=C!b_QyM||d&@4k1S)aEVm+-7mzL+|)4MirP9h<Ome_5&3KTpX~{IqF@
zeY(`5HAkhZ+5R?06mL;GRhO=&^=3kk^tG@X{3e5%^VV0w(RdHJi3BSi#w(>d1=<i9
zJEr>UFV!eTc0C{GdHYm|JIsK}(tqjO`k7a2taZb-&SX=C1Wehaf`0u>Y4!3tVO>{?
z{HGSajFGxqN$7V{<;z5%%QrQ+1B=*JQe3hyg01kE$O)1I?B7?geGfRh3cF~vc%twY
zEOVKPnG_J_b1gDyj3MCZ?VLi@FijqaU<pmLbRmgQr+AewZg%-QAL=77OXFrfbt1*u
zZ#W|&;C5mU%a?2B*T`1ZrC8;P@T{*?VKe!@LLuKz%-I)a%=$GdPTN47F$Q1RhHv2C
z<X9tK@u+^6G#)CrEn-M9|D7UQHK-txyfDWooX;EAflAz(?Y;gb{pDz#*tJ-{Obgn#
z?MURe6V)_6q%s(CwIXG&t8HR-MZ{#k;5yE?k2E?B!Zg4C;h0*+1yp_Qv%-Ffe{cfb
zp-y_$W!sGBD<*0ezVwMI20_R~FM40wF^}i*6N9R^d#7dICOhhfrb}W_7(=-Pg!Flh
z{mch+<}}|ek7A;JZLP+W6V)A<R|U?%8%*Zg52rm*Ztjz#%s(4p#`NTEM|VHpnD+%I
zXDxH3Q?XZ=kvdVMb}FrWfTVMY(b{u|A<a$eJ!^jpabu|wbywT1&sLPnZYV?Ls3xjP
z%C~IC$Kap}wSR4!=@Aa;k<M?AJ?-9UC&1F%aUYIc67VnA6)y2Fm+rSc@DYrv((3(K
zAZ*z2REfYJOz23Mxup}%*ZGzazc7r?IrZxcy)8V~LKDLj$2AyOB!m5St5fV4^R=y&
z<!_dh8;KG&Z%X#f>xJ^0)k_i<{9;WlZy2IJVTo6DOsKFF#ClQQj~k2~r}bRynA6IX
z<0boPvL?tpAu9OAo7#Tk%ni$;6(1G{>~tpzZnNUY%ahrcNF)8YbbT%j2gQ<;b)dn_
zc*afUv=a=D+dC}S82#a!pvW~`IrEO<O#-RikcB(4vZM`psr^VV(3oDMC553>JnL*{
zxD4My5(rMia2>!w)}kkKrd|5-+35K@!_u^pr$TIW)8oY7k!@o(32{)jH=3JCi*FM$
zU84cx!n$N}k~8L7g>M~u?BwaYI)3w~nSPX&Z+}gU>0V{y%q!N=MPp1iA*vQTd*jNP
z+pqlEN{pI(Y1AUoo-J@amg&Cc2-*=Qeo|%rl#IF`=HIbaPM@FvC1exrIgmx~ppHd8
zDBr@*MY;qx3TO~9)fPpXf?Z4p)25-k!-+u!S+y$lx|$CQdX>#MhHk1bb;Wa|M9HbD
zvVZg%8)6w^*_FCHr?B*nQ?3eY^e+k|@jD|!YDs$=_`NyzZO8#}oZKXH@(Qo9*WzcL
z?Oo)9Hy;iTdzY8yZdP5V(b_kr=xP6MdC<00f*L_?9`SWof)JwvVuV73U+O1BtH#hx
zNpK?B{(QljhiNc}w1wY@35$%#W<AzTTVhLrLc%F)dv+3XZG`9DK80<9vU4!fH^2V0
z)7-IK-+@lomDmxlTGo*I)W!aRw|Gj%Im=k~;PCti9$u==m+^<Po^`5)<09YV-U{4b
zZsN(%b;28uP%(`L9R2!rD`UKc_r{ITWz=9!;vA!0F?-C6YD#-?(C2%U8lS;1FU2=A
zPMrMr&T2<qczG5SWb?QRrd5$h$~r@|(Za4lKwl<pitdcLFJtoUqXZYa)Jv_m>wMeQ
z|9-i~#F=-YU2sTg6hHg6r+No#ha+b0vlsBt3|=QatkRIKMusBk-LqMFZK&6DB1PxJ
z(k`j5dNi_+wjPqzK`89!HpwgkZ)rXAIA)1al`CiNl=t<K(a5LJ?rBn)nbxq@e=(E)
z+T4h9iG3|*licMz>Z45G`9uB@|3$97T0?$ACchcCH1P<gtu1QKcMV0?9kS)QzTByH
zQ7tihY9fBwL1Hg8C~`s0Vd}CMpC}n5F0p@Vu9(AHH}z$=sq$HGT?bCReh{oVLZ7B=
zciuMcQ-RqO1+l?eGkdzc<<lU)CFC$xGbN_$3z3|(4*ZvjQyC9>MNW`79G|Ik_CQja
zgDES{9`<aGeA_N-H#X}?`{JW6P}-f^ZTvX*g^l_JeO7;l;=P*S9q2e+J|i~S`|tPa
zKb~D-xbWW!Oz$7%96_2BW(&IYkwvmh)G*?i`<>V^3lm&da(Tka@$GVVt_1A;vGTaU
z6bhVr^}@|){&WVZZ2bb;n*$b+kDL#z8?@J$Iv0`f&Bt6<4kMS#wbhgTPFzp~X8aws
z>BtT%XWL%!`Q*`G+sp5}HQV-af)=_?23h_jqpNHurLRjxKJl@-g1^ZW&s{0!V^MO_
zP7*FE*iE>6GzI5eSuLjTwy2(=mhG7Q)yDh@Kkyi}qc~ePfjW&iQo&J2+g<?L+N!x$
z^M|tc^SNcD+MK~jLIKD$dxN{6hV6^zCb~AXJ@)f!uQTI1O34+73`Vq`f|rZiXszEz
zyTg3B1PRyLoQcRS!5{t7<^}7=P_J^n$zszWJ-(CZGoFGj03I_)jr6i-sZzGxqi|KV
ze)NWLP*`3q%D7jjQPI4WD7`T0>QKAxuGq=;Rh{N%E42?kw_*zwXzmmz7Uz{@>pI@1
zcdC^&Kb&ru?a=F-qZRrZHqT++p<%tevtNxegnW~j4=qOs&kOsa)}7?_x;xVC5H_Z`
zwxOVitz8jMqEt7bL@Hj>?hJl*MtrR^-gp~{o9Qbz%hD!#)13pAG%KFHE~5_!BIe>}
z#^=;##GaHi_n5F{=pTNUj?diN7r{tP^-;P!CmRzZDTL?|T?iXvl(#hss|2p{jn_Qn
z0#P@hL`!?C#T#3~L=)}lWoO)<G;V`YphAy>6p82q2RftmW^=TeiUVFHE)hXpbHhS{
zUtcF|829*Qm-cF8V&%k1PvF={XfdEU&}{p$Y)fB8${jRg{^eo=?+o1g^Btp)9fHsn
zwhd=!-)BozlI!j$EIueThrW+!AL|@<QjKz|<9>l|&P6qw^C;5#<>m+3p`h*os+B>E
z*Ls;x(tFOJWOyc2ciMA0MhM0m7mtnPL=~uPm|}EXQVPv%J-tH$HNNb;%LhN?W9$dz
z7-NMp?l3$=;!8i(-;hjHrp#c{^}J?!X2|lS_m;U(kmt1SL3Q)sX&vKS=F4+6owc@l
zI^a}06sN&%^{k>}N1>U#{e<y&Ga;RqdgH57-F!9!(OFF_{=(>IdyGvwy)Tx$bJ-ny
zwY6_5UwbeY-zt|eT3y{ZuMP8WPRU8)TGY8uA_m=a<Z8afuwCsSPM=8k0-L-5=OF3y
zoz!e}=xK6KGtZj004j=T?kzvhyW)o#Hkz~vd?_-c7Dme1uP6>;$r^1Ry4nzRVaD9~
z=Ffh5KPBYCb<gvhXhNGSxy?N>*7HfsBLA8UPPg)nYO=>KiRmcJUTr+z-k4J2@%tKP
zp!Nw;UdcruZwoFUV?VmT-G)@THkk{<bc{6ZZ2{Al$`2ZGkhs*>IZ8~chaA7?ffCKi
zZ?J4$qz84QDk#~mub4MgUOQ+vHjx6gtn9D5-I}}c$r+VGQ@Q=3H7|oR(*8M02dD7p
z5LF1hM3qF4S+GZ`R+`kBv@a2cO0TX^;<p!sG~?8sW67Y(J?fiEO*6~7(~nC|{8-P8
zG?|n&poM%)8pyT_NiRMDrj*3%ZFydNLU~7XmB&MTQk%Pen<o3pCep$gc^Cp3T55(I
zE9`W>rKM%>Q78M@d&{Ex!aWQGkJ^ppoS9NrxYVPV*c3*)60%04+7(qB8$82pUss4A
zrQtt&zeqWFQmXY}aE+0GNE;MGx)|+mN0&1FYDHDw>*=HLGu|2A$yc+Vm6TvcT+QLm
z4%@e7*$hRvko2KV;hz>CrKU#C9<`zI#-un05{sNZks%X(kdQ^UQa&m*9Ez7g=<~=%
zMZ~DcAPvXVvBdGX-TMPNu3dA(r@WohV^F;$M@H@bY0^H*nN8_c;^Myk@>1im-AOBi
zy0#jFwkJCq?fM#9rjoZ?ic3IV?m1qQlJgvaJvrs5H9E5ne(c@CLiF-`U@yL6@+_T)
zEmhN^<}ABCM;$Gc<n0%7Rf{to`-kB1xR<F)OC;A7KMT7a#BE`AzU51-iF=Tjd^z4w
zaxk22V2aX>l=J9Scmc>kh^8%cx+aC=y|}^4ORq22EBjEbn_*tF()ycbH%xmPM}<cn
zty3mV^E^o34-T3Yu{t@ozvJeL)xYS7O`3NSNy^AuCATS>usga3qyKo$D0HOf8Z54z
zCSI@X+-Mhbf^@=PG)GYBiZQn9nMU|j<zoFV*T@vHi}Z_n-S6D?wKKg*SjgrR-O8>k
z;Il=lVT=c|til-sL-v7O%$VS0p}VEL!j+=?W&8=7ZZ*%(TMmc#6~0@$ZAX(fFJy)7
zOsvg%3Z5;z4j8CEe*K!KQlz!zTYlTr!|}(MPlrX(*AKg3Zx{#23)aNDi%VXaFm--o
zwxz-wwPdl0V8D@-FhPoK9z{xXXsRmmrp(A-sFG^xYoW_dr0nXiKY6`Ev%TGWKb;a+
zt~_B=rg*UZ+m&gFRKx`dDNga>F{`_xz35#c^#?3&0qv`)V1`4`T>UGTLg;c>QCe}Q
zt)VB23b$azU9oZX4^@>L=n6SDw+Pk+2=c#OWPqjudk#Upoksmj__S$8xf_MXH%_lM
zD@7faGd$>JDnt2gZa~u$5@+WHzjGF}J2yuSTss*nCXId2jJf#eNGEA4{Q*%w3f+;e
z{p<P<Y<bj<Upv#>;_5e>lFp3rJoHP}`I4)<cQRDJ=AFJxAS_2q@cXVsAYGY3sC{5@
zW1`*QTNvk^Z-o&<vpsJOT{KAo`;}*CUS8rg50F^78+;!D>Bpz%UX59djT}}}-W-YV
z^ozV3WRLXPUr^6V59U~W#eUY!=tI6mWSxC&;Z44jDpLhBi7ZIGHcqq2-m?r>N8l8r
zc3JT?f8)J=W6SHrj19XNdCdGZ4xefltrT1yCh;kK#pw1dyZ)g=*!?OwPwe}GE9%FI
zf?b`p0eX8Hd)QT8{Iaj}drG6GGgHt5GKbvvS?1h1m96JJY)6?=v*W=g6|YwvNtNf`
z`!{r^*1fq-w^@Ao8B5ghMc05$lKQ^57x2ETiM6B;mtVym6wc0R^->%Ni$l=14{VN<
z1%ye%XkFbuG!WUCywTcpdr01n)X)<3aceiU%7RCZ3HhmgIqAz(@O$^qbM>uU%c$JY
zaIHgv)Pt-nuEL^eWtTJLfa04rtsysh?c>}iOti9CMsyzl>Jh6>Qcy%HF}1ziU_j$Z
z1@2xsd{<z~*LSodp7C8JIcEv|-OcpSYd5XYc_g1^;$TZ(o5Q??$*@pRe$UxMP1%9G
z?uF(~*L94vC}G?%!Wt&ebI&NXdk4Wa?#Fe*H?3Vq)76%&U;D;iY`+RZ6{F5u@Hl<J
z)v<Z0Eh%!-ar{NUjaueq8D;Aj=Pq`o&&{FZPv|cL(|AX`wQr$q5N%IZY|D%}Ox|ze
zX!C1aX$3u$qVI%#Z6qphzw@zg4LNpdC7Sit%!-$#z+}NkGg<NUC&dLVOwwh;>ES9u
zQ0^4LsakeEel_VaTEW`Wz089uR&gdO8S&ks>sp}kM1M~ctxUuIDxXrHGzn&B&QNVF
zSy_jv%h>7Gm!E7jGB+qI1dcuIk80(!#cs03poUe*BIi@|$}h}(c-0EKC9~DLvGqk~
z?J(y!<y&`UC1_c3I$SK;pv{A!c+U7n_AF|nf744FQ7_7J+u4RuZnyWE319KYR!1ms
zcb;3?h^#SCBcDo*RvvYw=wlLi>{_lQ9Icw2b-mUz^otz}{?=s~a*z|`5VD9>BfBT&
zVT@T{!fNTgk!Yz;FeL57LY%Z`>Q72vl6w#x2D+cLP;Fr{dlhWi$d-3y$j<um(pb#H
zz2r15|8b+ic`=yr`7_$I;$=ECm(*=5`Bh^BPFK;D-p+b|3anU46%BvMn~}@kus+Uj
zr9SQ{7pt4^4YeB5e_OoF+57n2ghq!J4tK@EQW+M}+qY%?H}9xw6q-Z~%To{5jIKoi
z?+W^O(qLQO?YGK-p`y2QA$fbsQ0oIJ4-Z7s)%ftsN)gp_$rv{FawTsAGrJdyvRNI_
zakoLP0wY>#G$AN+AQwjy<c^XnBu^kX&b(%@*`42C3kD+T<Dmwrp5Jq)K>KJn|3YhI
zP0hY-WX|fYee1NJ^I6lbbcrTcr@LlidSTcC@2OE9Ey1)drlRN7I?7fkX=z3<PTfG=
znHkQrNE6#oU8BK_XC#XG(;U^;_OeOJ$b_89F_s!Oj$r;yQRG=xL2cYDWr8__iNl2{
z2T#I37A6n6O?y<xEZ({P);&IR*nGv`mbjm`pDn#T|40|KVt?i)NBed;bApcbaq3sp
zqB*fM@hO_`?f<;-`0GX7Fg_uHUpF41|9l=A`X4<H{rTtG>0A{jxmftx>6jc~?X(B5
zcDj_%A|A1JdW0Z2oyFr_I<1qHEWLj#5Uy9M+&?ZV_pCvZ>%B(C7?QoQwedDfB;Ea6
z!v1|;<?ndk9pawd9740=89J&mpE|r-eOPOBSx0m)7Vo=V+}6wMiT5BbhnMV4JZVP_
zc#^zU=6yw0u<p+RnnP7phBOUkV`B{spT7GYh94D|kZ0S}pT<`FSUSD6*QI6TcOFx7
zGv?A{#0chj3@n|-BW^HBH1qIL;}{8}cR!|kt;V(5u2~{Q!@Ckwp=&AhY%EB4huvo3
zPD`E6<u#-GVOznIRa(JHTSi)wPL{xuH<Rv^4>w*(#-WCPK3pa=7vY5F#j}OSa+K+7
z_i%>MFA6ypahku+TfEEGl&pg*(ba*|P6}TB;9OLsUQtu8NCi%hS!_<pkB^j^coXx<
zKX1qs3p}VtpO+TyOMTJaZS!<*pNan#B#A8?Og99M&g<_^R}@PA=JiAe*FtO%sJXxU
zW&hHmyycNI3;&r{ays>`KF%;Ooz-D$x1?^ax8PO(rLY*CzL5A3rsa_GQ1qjTXNQNr
z#wTk>Zz<B65XmaaLwCeuhcI~thcM~zhwgYP!HYc{IZVLw_kzt(lDX85gbC&8+7J!R
ze2PtzOWzn7%JG*tD)3c!S2(#IUYRrYK+iqgA(|oH;sdBqPQNR-vcZ6*z6t#py&nsB
zcA1Ib#ggpGf#><5MT=;hqx`+><~VU`CPnv$4LOZdBPL@r*$>*L=2I#%REpzDH)OWg
zao7WmyN5R}%BOa|`)6X5KM0tz$4{No)g~gXXYw<iYw2fE)Ezq0<zM6YEVXfEk+Z2D
zVS>T^j1lckrvKNgUGllx5_yS%AjapVSNb@S6DiLcr~(8DFq_I=cd1uCvvdnP{S3Pl
zvt4+rK0Km9TIw%qFyk8p*5rtg55DobtXGZk;%P(mi;YCoU;)w;2HLK>mTJr+E?H}?
z9~prq)GndG66${BWK*Yz)ln5%`39_EU8^*=GF%kZSP{c)?o25)&uv}iY;`-D#D1IW
zEyj<lYR9zBd!LWmgq9_aQx|87S13M9Sz5%6*tv2k-mejx)TX<We@sUIcpbDHa~+e_
zgjSx|2!g)XvJ4^rYSoisb*!7fquQz>?1r&K(S8w{-B@XLo|9l`*V=-onYyKcktf9{
z;T3ew9S*bO-g$q0<`#@Yly9k<qoN2&C;6^;#TV2-e3PjQC(Fi7nr}y%8bqo)E2?h7
zK0#y~UQxB!w36=iN+yO1@nI!ca!CB4`<v<&f(fCelRkLmhg?LfjT^AJ&-*m0Rrq&b
zN?c_6zdRo~_GQSr%dmuIHKA)#pY^3?Dq9CF@9?8$CYIG^dEZqC$;TY}xFPs5>TjuE
zM|IgEWjQ%X7bs+I4S<m8EA~z#LLq{?!K5z=an9;rYlJ28kFogR=xQH@PJPxbSXI~M
zH+Q=pqev`vleVHEH=p-reSPCA!jy{ZGA$^_D9YyFS3Z0ZWf<nrofTy3aZwm7(^w4Y
zR54+Fu8L`tvP3lytk{aq*xJ7PAXNJFsg73<Qu8~dfJa#!xfIaHBeV<FlD(y)UGgO5
zBwD*UcZkhVS12EcpNHsZ9|(i+>#)M;lGyZb`QC#}Z%&i2Nt%EzXkR0}l1HMr*_b8A
z8;I^G^Xvxxt9+*5YxJD9t&bTG={u4FM<+i<SflG$T<i%dGlb6%c+2Fd+?MkwHSgh9
zqv0EV7ni(=BDRy`do4+}wXn~=WiIH=*pYYqMW(mm$fVrcJ<dsAmZ>_Q(yQ<uyDlWR
z2Nmr+rbZ_3=Gz=2rQSYiZcx%}lM+fMl&GwJw|`k?^j)kBGpGDyRqJ{wik>JL*O%s(
z?q<Q9SrxjM40RGr+kw}0zJ&>&K5b!iqD@~DZKb3Z(`IVbN|I@FR<HlSS|q1Ox43Z}
zNWEr^p&C=2z_&taH?1essz(u}A8J9tFc-%31!G*MzbEPqcQ>x%wjM1rZO4UG_`pf{
zIONMd<Gw^hqyam_^^$gKx)6mk5wW#vzUjENukN<7i!n(RiVs_72br;1@(J!Fm<Qg|
z0l)35R$*iVmPQ}?kBEOe)y=?CDtvb}rgyUZt$Ka9)x?xBk-1z#G+T-}D@zjnRd{$z
zqVz5EWZ;dHSSc*x61)i-iM$n*oKbfDdg{7`b1a#3Z?HPEkA!4juRFSR))bu+ITg%y
z*O$*F)Zcp|%vj#BqPUNKKMS1>_t>nQ+Q`v1L*5(GdM-Y8t#i$?G4JtV#eurtr^kCF
z*u)~}QDFAYY&%|d8F$&2x(#v!Ca+76A@`odnzCXHi=X(vqq(uOJCb|*P%)+N&14#H
z3irocU3cH7h$YdO8Kjdtauo&pFABT3t)!JNFETrG-h-FPEqH2)E3^W&DPPAGyyILX
zVJ!`H(S^y@r#V0QXrXx9#Fu@`_UIy9ORay>I-|%~nveH}$ujwqkC@o^ibKO5?8)}O
zOv7=S$g(=^=}4hZ?BP#eO&?|%;)n5d$6EzR-9?LKEKA229N6Nst-X^h&!B5CDP<wL
zMB@0IqKr4$uPvV9Eu`nWW?B3LCI_>u%z<m4N@G^WYfSHv<E%LN^=?ZChYCrSzBOIX
z^H3pGxbr}N!EZcjZ~VIymEAh(iB#{0T1gf2(wG<xik@p-OBxaHSr1A%T!^3eSaLt=
zxnjy+TqybIA`za)8TjHTDKz(Z?dA;$@QoKwHG$QO0UZ7)v+j$MlelD5-?~K$W=G7_
zpq%wG#9@ULYzp6T-%I*6-_bd-QYEwb#^)P)aiZg2V3ej;$GhTr7fXi)?c+rSJFz6O
z-Ac$FBW_p7Uf=ES$KOB$PV;8Dj2xRU&^(!4?p$$Yz|yA{o7leIUBVcsm@@ycSdn=q
z6vF)B%{m|XwaR?1dnOb0Wz#okGwsyXo^WN_Y06sPyVpPUZvQ(SYu~q;ho}R6?Mfb$
zUiTX0QG0ARW_OnJ*n$Ul&#k4MXPe}Oh{wj8{ixpL5pFiOIN;mOIgZH2zx=#DUb9;s
zkap9@OKM@a&_OaVOd6eURgw{!JI49qUbFtow4&p@kR}=vaqf9$iUEs8LhkM!(R1vh
z1yPEG;xAb(p_TVMZ@M#yQ&L&!H_w73xdiBF?f6(`n8kJuj>+8OprVq~(#IV<_viLX
zn@5Vy+F@OF-uFnS6?2T&y7|ao*e973tu<*sC;42^b57szEhV}+7rEdADy8_FX=4h#
z(W+~}E#ej?0!qtv{l*K-(MnHXS*t>GT92{kOxLAH*{i2btvNIc%FV0(<I|X{8Z%$^
zHGFhOij76g1#>5s$wJ&41HAhNr=~{MZ%=Z(8-Uon7M9Ss)jUq5jW(HVP)&8;Q{BfT
zink<{?)}B5Pv^@EdzUg`p1mYwyEg&uf;6yqwqbz&S&n2qa5aN1W%ybbR9UaO_Yw<y
z?T_D!#!I)ASE-T6mAQFmifYSC(2YlUw6o_9#a<oGbW#*GD#l|rBDtZu`;Qlw)zk>S
z9r4xGDph}JyUdK6)PG1<+frt+rQ!Zr%yDAX-LAw$V=T9-V+H1)f7DdSSaSPLi1|gq
z*Q+yWE5nTGh%@gg`$6*RK-GDJ&!yv7iX`)RLk2~ki9UH?Z+PcEXbsBBWX{Ye0$%j)
zC1+7WZ)jFj-$KB!_F?d8-gr}SBNcbfvjhfw4pcNEsI+U!EtDfc7CAEYwwRfEN^S31
zRjg(3F0v`NaqOtbT0ZlKWwIPjEgx_tNjF|L)TW5sLp1K3BcWM&tdFaxYBkHY-UVE>
zJeexA@!sIGOh>BArzh_@s$NiQTJULDD54p{c6)~%7q=-PiEQ|ia!>E)?+&U+Td%$n
zk)_b`qkH*MX@Dm;`3;>LwTt*v-C;iD%bN%mE+lkg_u04ObX_ATcW$<A`O1eI(iVMj
z5f#s|_^u<2f=oT0ja@;7$4*%A(g0(9)z4Y<-6{=d=KSh`61{zif3osONWb?eKG*P#
zu-z&9%QNXm{A5+Gb6ET`gTZ^xxrbhCJsk>{RsK5ei8E{cKC_H@k1ilB1)b=<jjFLo
zQi82W65C)SBSq1Jgik2RWO<CQZHON~8z;j^QKS-Vy#u^FdpzOD+Xs0PbFwGt>-XeQ
zGZoZ~8^}Hb3>lpc3}d4s*KToX1(QY>fA5TT6WlflAm_*~46~pcUU?mfzI~yB^Oo|J
znIV4;i&<_!?-e?8!tCwq_p;B7b{qVKckPYuNuU!gNork-FD%1CTjla$Jg7hXys|g6
zHJ4+O|HUrFHV);)%s%C-k;rz@q{PimwzAQ}2pl(@z{=+#Z4D~gO7AeqFDsuc$v~9O
z8xKR3$mPdtgqzoPN@GWS<3&0j`tAD!M?umcGd1Ld*s~0nCY^3?Ol>-wAJU8kO{0i<
zZXIt&ZV%ZV5)ohA^*Ui0jikRP3iG7c_1t$JQg-$zFgR}Lepn)`opZ*b0z<=?D;%mB
zIkm<X7BCEc+KBGF&;IDC2mY{AzV&);iCf~=IGr_B^l=|SbLq8+BW$cNV}+?rF^#X%
zN`CbkEdD|>Q%^t2ZjBfftmcR8trsg_=vk1v56aJaSL=w2bc4=a8pVe`mf0u1$Gh?s
zf?(c$oIfSBA6-6~-LTIb_)Oejg>EKptdxq4g9b{{!C&1Yc^JAt*h4CAf9Gx7n970z
zLnD=RKD7n&EF?X*Wv%u)g(z+^J9Slf-<3ndO3lO$Ed1tJjsRuPW}qA0;_mari0>Ds
zlH!=`0{8f=0=peXO){Bf)`bEsj<QHUZ;q$xHoS4oarl&G!&9KJhWzDHqgzk;>w|}N
zI}HYJgKWQHJ^P~e_{gnnCGOdG^!1tu=s&_$L>P*A)K@^@&v5nEJH7t=n3MqTf3i-t
zQ+FnDs+P2QjL|IvpF4vsEy4QY`>T=YckV38W^eW#GS)ve&EGw`TO)1%L`}f|ky!hR
z`$K%JL?o@o!CM26oXGnh81}wg_^!?e&Jo{tY2P!t(BH9CF?5#Y*1I4vpBNOhNgdca
zrzCJ;^5^tidg+>+An0;sIVw67SzVkQq`j=Li7PZWa3wPotEDyNqXi4i4_}yDHS!?1
z<?Fye(t%0#q;DsZRD=PSjVw#Yay^=SuKC6iHiOaqftm(xGRYCokY_^IVh;Bd7~I#h
zwT|dQNs3MfKVH_($2@sgT|N8qaAK^w^iv%_k}rRBBSS#8d`ASIerm>+<+Pp-c$mP>
z%4#HUMo~^EB^~!s%)Y1j0dN*2e5e?9yUQ7t(i`r<-?^<}2}T3!&L+Um26p=SDN!iR
zc8p~&9}T)*x}&CF`J_we6!e?34jbJ_B49qdZowiIc}0}&%Q`&A%1?RsD79w^NRUnM
zRn2cfBUp>$_-adZ+4)E#AXu^LxwIu1vcUtiBzwsWPRhF%P^KsbBqXHcK0Z^hH~<nN
z`^~LC8QmDUb1-!-f0sDdB^iP?A-fivGl-+Xo0Q>yHlZ~X=oK$jm;Zt(;W_RuOFW1*
z>UtVe^{0_`q+KMXVL#V#h>S7A_FB!(N+3nvGnD(LSx-cFWjLc!gHW-%${IAY151XY
zLi3Jm4N*|p(`4l7mC`2pjq7|!nQ8j#^-<}30`V2)IFiTqWTG{$d`4&m`UH0F>ZqJL
z&f}O$&Tn4URE(W(mp3~+;xjR|S-VK8i{Q&JB*E8;r`3LQJ%!itp(YQkMXxJ8=HO`j
z`KIkdZSv`-B17+-)0JG)6{k$-?sa@HQJu&BB+mTO4-^!mz_NzVl&YE3`t^n$cF|C5
z8U*cXaGe0Xo3g0L9XUW7bJ9nP6}<&4vzpyTejjr)A++0W!Q86AF+&M6K_@y)kb`Lf
z8b(`=0;{NxE?<@X(4bzbm0?<G>VFg%|Bd2|8uO;UoL&&R%&rDjyu2!vbq@oQn6B2I
zp-O*@&wH0FY@y1V23D=%yzv#VA}S1CCt57>)FL;tyAS5&jSeWl0X%3Kw-t29^fXR2
zNiXPLt@-uuBgdf;C$qHi5za3<vqo;bqKr>{=rSUc=IR!3N%o3FME0Ka=baNrshC^R
zcgyYFn>IN)(RkV_dL-po{el*Zc5t)<ouk_t;uQ-R)*qbhZ{83wb6bCPLeb1%+G11w
z*|S@qD+4<((&dH5dp_O=B-2&*xv-zSQr6Z*_cmKMd3kfKSeBA0V(imqT<^$g^`zuo
z$diXWOgmodSsM&^5yq0pBr)-~6!Rg|fup;f=0t+k5%OQqLXmL`dcL{Ts<wv(;l0{%
zcbnv2V%PmnVNMzKm^6pMns_R@8OaBA=nkI7RKpZTT~Ht!Bl&^Q8{7o1IkvD=G3!oA
z)~0sVaHQaYChX6&gc$61^rFLx#YwRU^9@vmQgsUt*FK7v=2UMZDJ=_seTx-~bv`rG
zh}ve?@PbuSdqPMbTL7&t`CjE5UE^{QK2hrpLDm(*`I2fCs~*}RY)fQY#nwAy4?{zt
z6t@{lj1T5%>o$5{5;jevG(FE8AWCyENigU7u*l05h*ggxN%aEu$UwqWRgmXW#reuW
zca%ei3VSa8HLtewx+4yjcS%UWW>4XK((QLyi@9=11I;?V!^kB1ACw+yB2(bn4nB&O
zsCj?T-GIS#OAgniQga25-S*<zY@kmt3X+hpdqf1qD;WJw7RpHXJV~Nwj{$i{fdbM)
z`SFOin?wQ)Xr%)Sv!u63Jt<~cJ4V>h`mH-iYNL&`=gE312#lS=B5(TERy=W(N<c2#
zXINHPVMbS0_|jL})JErrZ!~vu{S``ua>ZEFiRPYFt~d{Iz)H1e67LXOQ2>>f#-oi%
zrOzVRl-Sug(>{m8i6V|~G*LD2&hROaeeX0l_-Q}Fi^iOJsa7)oMZ{-HL3;0LoZDdo
z$tgOcNE(_M(k|NO4F;(=A%#uV_SO!DbX%&Z^i}jxn!NYc_v_x!_dj28(|c{rS6vMy
zY+bU@oG)0b3m+hm*^?|K&%1JqXH!rvq7tac7nb=DPvjCEsW&6f%HWJ_Yp`oC5tzb#
zDv+eDI9G1GgN>SAed)Vt;HRe@gV%bwn592YUW&PAJeMLe8JU%{k(@$7R<_IXIOMd1
zQt#H%GyNTMCn8TOq2858Z3P*$>CeATud+#{97wIPc?zTxlV~gpNnp>f@I6@Pl<X8$
zp2fsIt5*nq$2KFR*sUaXO!n1iP>HI}25TS5+_W`!K-nuMfBIWiw#LpT=czmT)+fw5
zSr8JfeD0fj-#TUu7B;_Ddj$ky`k;vU@Q6x0K@XDe=@pezMmZW(Z<3mouX$!u)Jp8~
zLfz6YFzceKOG$P3iLq2$n9^oeR;zz?^^u6>t$r-dGsdjMGPSl5(<0Eg(vIDY0v2MH
zU1g6}<UGLu6^T<0=g|Emsz5&qEs8SNN-x}15$p3@1yYt0P-<gV#wfT$SvVCM6Q|*P
zv!-;18r{}noZ(Sh{8ddq?k&`f)`_R{`m7==4My$M?T2n0E>xmB+^%bG93T5c&R%>B
zT78SD7mAd8`b6L$xF<L+MM(wknpj_w?;Top7VoX+_Z-8llwJ)-CgM7KvRr&8#tc^T
zdTzUPoBH0I*w~v#<+3H$mDz9Pay;lE;%h2vQ(aHLdm~u!4b7QbkibCAWTFx=J2|TZ
z?#!<3LB^GT)~d#9$pFSr(+}fl{Z^UQ9}h`o&oIAlYvpBbC0mzQ8+v>!sy9h&S9Z?U
zFpX>{^mVmtr0Rof*LcMNG9UFW+Q=ul+(W9N#|vr&ZW2uD@xD9K9@9|oeTFlpaV1*p
z`MkwPmdM4LY>I3$RGYqc^=`$vixqJ_lcC*AvM(mB@f9?dEF77ed^#|=_swSb{B1c&
z+<OwQrAMN-m|Yu1YLOG&iCIV|UlJA*eca!u!=+JWAnle_ld8>Y+DMD0(Zcf8b)@5-
zXla+FMG9AS)N|2BeefKX`rsq?*!d+{ud-=TF-uvuxV03Mh`2Mfi)Fvn(CTxCwXC4{
zT=_okWpiO9ULZ2Bj(uhAxj|?vo)#hFid)Q*g|4olis`%S3Ee$QSUF^6EBBY`RA}?g
zrL2j4O8ZU5{B@A*?cW?*C~X*z8(Waw3c-5<MtL&t`sF3j5~>0vU#h=qwES1<6$w=F
zNd=W`!4@{juk12?FB3($yw-9b=)$)7Y9+pKP~YXLDcGgVxK?}i^kwt(Vnq<>*>Fcg
z<zz=$F+mz5tf7xmYV{o}Mi*twps63<UckyO=ZUYrqK5&OyGqBZ%vx+g=engkst|~X
zdsaP5dWWWOGru=-O}fQup|b1Qw1H0Sw9+8+7TQ6L1>uB6fXMS*8>)x7!b`nZlTU4P
zj>b@op_uFnR(m5{C0y(Y9^T5!y^c7P+!OtNpiys?^^S84@Mgs1mD5-8FJD{UT^GjZ
z9=T7RX+K9%>*XvvDdm~{CGZtN_sN&|Z&oH!3SD15k7I}KiQJc+ech~K=q!RA7)c$s
z<GZTCV`jjc6H|bRZ{HZHplIuwIl3bG=+f1F-mia#NU5KJXF2DT0tffWr`FwcX1V|a
zzU@mK;<H^Wf!m@yoV7z}Gj!$K#waF<O+6ouM{?Y6?$(i`%YaOwxGL{iT30d($Of_=
zWQq})+>DzSa(Juy2%U=v;&gMiW`*>qQ^vDkn}Y0u;x@{I2qh<e%&1nTPgl+h))^_2
zWnZ{2*If^+<jlT??0E@&A1-%zviOLG-A&Q<HmjEr4)Wx^`ZrFrmkfnSo7S%{iN8&8
zq_NJX<Vndpoy8NNUxcgj*4&PX_G)UmO@IH3=yk)Lv${qVxxAVgo3+)@R*!Oso9hg1
zkJGub$MH^nbJukA;iDz7x16Mveil!g@z<mDLvWOE+AtgAzhoo3dy;3Ku~2963b(z5
zZHi93Dr^YB_V1(dChwWU>3Q@S8UuT_=PGq#;!(lbWHVoX3Eg_TiFx~zK$Anma?cf>
zh7EL`=QPesJk}y)&&796;^d7ihIn&(X1+L6ad3=Wpy{VQsu1khr^8yPI$j_J5~5?2
zRW^Of>^BcrafYG?_^d0FkTTlGuJ1XD*x;YpH}bXZ8wy_S@Hsk8-fQ4+M|-FDrmZh+
zq3r=v^8n#}w1KJ<cVAGH(c~7vV(QtsS!<Zl<BkS;|3?R&C^J#ix0+=VZ_n{Oj5DIG
z67YIMZRnEZ;+raovGSSZcs91h=u;o4mL|0=NJOSa*nuE(e!vi^-L}50RwWjXw)NiO
z{HW3%@`FMoItse28-b6kG>|hs&nF#6n5Lu2R*E{Mm5O2xdlGNR2k$~&%`8KfzU<eE
zpoykUj?hK#nMTaJ)r(eckTyKW6o{-OHS#3HH}d@Ib7EvhjH2_8Pzw=4Awn&F2>92X
z!QY-p)bMt);88WPvfxp&Ft;(0bo8RvgGXHgd|-N*5ZD03qvq%ae8iWY7bxXo;owFO
zzpJPQBwM&Ty1STJxB}sts*9tUx`mq_5AbzhdL9i6FE`*iDMvd;7j-8SGYfh!;;X<Q
z9vLsUJL-tq_z{sEh)32DUL*V^Pii3G3&Fre4sJjruJni}B!P1mN2lNW#LWxu6*sQ|
zyfiRa#K_<;gn}OcJ^5c54nLfJ0118@&d=`t7|xH;{$)6bcT)qG{3qjqz-jZpIUdMQ
zmi{>&2;x5RPxe5d|6~v1y<Gq4cm)2p$MX+ygZ?gV(0>s($WNC3C;Wl_Z_69>2LpbS
zHz=H>0QnK}2K~|ZzsMWn-v58dALy^e1OHq4Bk&J-6Zl=;1pY<dpg&pqpYR7>`w#U2
zun2%RdIY|?((@?Tn7h*JfqsySAI?QJ5JK62-4B8ySgQs?P(%%6Ko8)NI{;7uzo8Ah
zbH8f;k;?~s=iJ7{6(|O;k)B7<<d5S&K?*K&zv(nkvx%FDouk#S&iy2bio2Vgje~_N
z{ZE!FS-6>)110GN{}9@rsK@trl=wq?K|GR5Jj#wP_9k{99u-w3dOi@3h625ti#zZU
z_Fq^3l3_g_bqgmG7ZW!dM+Xp(s)VwJin0tNm=`Q40Q^gVc%&^nY|JdAlynq8e26|6
z{Hg*@$KQtZr+9*R9G(8!92m~uA7$Z|!^#GDo4+@!1OVR_Y(O7f%q?7O9IRO7%>nGU
zaq|Y!)ZLw&>@4iz28Z`I>Vy9-tG|sJXw=fg&h^hhBFxUu9;)$yL4ZjE81yGk5Ju=%
zK3EWhs9cRljSmLmLkJ0Q$O}Rc`uD4TW2G7x3IZco#iIu11%VMT0~~@uU_@I$1^ggB
z1aE;uD2VT8Sw2A!AHrn(*%<_Je|ARJ-N6jb5QOxC0UkKoo7gz$0eyknV-p7}3-~eU
zw+(J@d4WX44}QX@2jp`L2=MaqLg1;~ykPhtKai(P&-aHM@c${!KWyi3^i)y(D--$u
zj^n?TRhRf%+24fYUrGNPAJzB;K!~~l((^+>h%Nz#zcb`txBv%)U%dM_BL7KQgn9d;
z=s(2(VeEe8|G)GFVIY51@IUnBFWvrUUl4}sS5?1L;J+0~ghl(~s(%&9-@Els;X_!M
zUlsg|rXcLiul)ZP5+Q8VuL^$e%P*bylU)ew@JG>qk_cfde&zqa^aWvGepMjA2NFQQ
z+P|ynpWOogCjF8ot`>09%cG#7qo8q@L*fpAp!SXq=71y21;CrTorw#=HcMN$nz`6G
zxjDMfgMT0j!a;>!3uv_#J(QOh#G|Fhrw4`tF0Fu`AOvCn64K)bumso)0O)|{z>fi#
zf$w1;_$B|z1}_iafU*W4ettce02Cwu2K1j_Ku-WzBnT4(@&q9uD8C>G27!SDc?AqW
z5U3s$$`29(L;xlTl!fx?2|%DAh@cP%fD)h_P)2|k-alXu{<#;>g8&!<?-K;kHzD8+
zt^y#i5O59=0IGn?BMjL1fqDR71locL0^<On6Cw!Y^TG^3g8X{?{9s^w{2+c_AP;CC
z0-VF!gzq8zf&eXeh4i3cumK$1<fYZUUEM6~<sB>?=@G_74X_xdZt!3R$b{1uPH5gg
z*$4a6D*&vuotp)~AUhzgk+v{%G`HYUv~aL;v!(|N0MPjJOEX?s1_=@l9rT1Ur&&SQ
z$Bh>uYVTMk%!kWuA0p!}M#%8q7|efD^({$IE#d1&kwYuq7NH!KRTA<E-zO6RBR5LY
zB=e?xd2*KIQqw{{f~8wT*h^a)I5QR-`@~z)mwW<QD#fQ$GO7$P^T!ugZ@<|RAx-6G
z!ryM#GSN*XO>S=)dSCq@%dk7eZ+#Ypl0-^#hJO-O=qXG#j|@~U8ZS#;@$7`FfEMed
z+3ejD?1;w(TG9B#k1dzBi!IHiJ=BQ<efq&^!mRYch8S8i&Q-|7bnm|l8vAO_uum(5
z+CH)sr4X4r%-&EK)y`p)3*ZU;7_=3yG{D3%xiH{b$zAWTkLmF())O9M{iMfFvyU)$
zKegvS(F3kuMx9HJN5fIm!3IumdIUSvewdse+92ZqWB^V8J<o3!!1V`c*TlgMUdUAs
zp@eD%fAIQmOh#z(-}|O{M_ocki$lrV#l{4opz0R(Hl~ht=JIZT*HM8VM*BA%ML2d+
z)+R3W5CMc^hdAcrgYjtDn7diK>d}Mw0aFHo8~*?1_cI>~gG0@~{{F)nc<G^lxq`sp
zW(58NLw+3rIe_tiLiqovi600$p%5sbFTZFDblO3}!PVxE^ItjxA2A^LzanacAM<xQ
zs;S($qowv&tdj?PSR1pylM(y_Q2&*T{NUfn2<81nMmSXcJ7MVm$bmx)95MgL?YEkK
z5<>v+?_vBx^iTmfiUV^92ub->4xaO$un>aq6yR6!1N8w|0USYKPypKD-VB@>Kr4XL
z3FYOZhwus@+U7?@%3wjb0}Mfk@2^&W?*Cxd-_j8^0%?EAM}YbNJv)Cn`#^yAhsw&S
zYTlJp`71krX~sVo`on|$pBeh6UH~``cP;;$-(Lpys~i~NiTphKSwcVvPP~8p{c9b+
zl?3u32w?_<25`e6yl`!S03HNjNB{=@U>m$V6wnoj5E!sLZ~@^5v<l8*en66;a9j6(
zO>)?u0ndMDZUmu!F*j`v!MwO(yWUZ6kr_geh~5`99aY;*o}e(KMM<INA635r7OL%3
zcQ}4iSeU!7pT)hZkmG6KYo~CQZ=m8z3v1ws<4T}iyJe-RD>`Tskoe9m`Wd^jqx0pJ
zj{G9B5@t*Hb<*6&Nl6E#@_llrP?ky4=ERN1*q0D=8Se{EO^-XByrQ{J_#&Pkb0dY*
zgS#Gfkx187P<GR|+he}6?f_$48%HTH?u%%+`#ip^S<-;{bws(R#hO891nyceR*xUe
z^DJ$lT9@kbq6D*NlPK3^&0D!60!327Uy>hfZShIE&Li0khgig=3l|!6Xy0#*fJE`%
z2$<W<{d&`zxe9OXXk6fZ<CfA%`*|AwWrc^q{mPH=XXpY$v9JDVh7dv3-yup%Lr3$D
z(r-}zU-)8taP9!s=TCF=GXd^D{4hs<0zde7;1~E4_@P1q^iV+nV&Qu*Ttfhd3lU=e
zCV=#C&4+IgMCb?Rh0y~J4n1NIKs8(_|C0?~9=-vB3bY1q>BkH$6nNttRPaZ85J7mp
z05F9C2Jnm@22X{+!1RK=5Fk~MUI1|7pom!yz~uvk9WL-NdI4bO3ku{40^$zTjzFtF
z`VUthL7)WzA$kZz5ZD8X17I6i2uK5FWT1euf)TInhX5tOKny1coWWC}5TGp}4GK8(
zfYVA3IE3{4z%(xuh*TiJR0a$v3jy*Ve>I4IQD->P|Ks<M5_~{Z`}bmhDFoMiq2Dx^
z9sq1O^ZyIehsgaYR|vfO!&btP^N*9i8&YW-OG^u2dK{P!*8>3(V`t&&YT@i|V#i}?
z1bkNB#R70OU4A9l82o8!VQ{klZ12DEOJPEP0SYC!Um6PcODV9v-gz<3l*y^9Y0q<e
zkFW+y_MOhrNjBw81Gjxy->#uUkrA4q64&0$EwM?e7ULwg)S@;&zgJiXC}a8|0xrGI
z4~fRSa5UYz->9|(u*>-(e;nNXf-$rD;gGoL;X*@eQy3OkGDn0Cn|R3*dh+sI3aw{1
zv#8PMd7Zn*N#rjjZpyPgk02Z7(`~=T#~T|m{F0E7!GEQC4kiDyf9+N$@eQBtcXEc&
zVts}RhS7$Zf*9U3vQE?;_i(KU31Y$s)f1AbSW`M!Vy~N!y2kloI($-}t2yO-`F$AT
z_2gd0TjV&VqUw)t4TJNBhw%*=Q}>6dk{^?IMn6SgLJ4Sm{(w1EI?`xpKC0?pAmX>V
zjX%wvhPno@4CtTU;NNW?!VvrgBjB9+i_7{aM)33g=GFX;5%76SU|I;SneZPJt|N#k
zN5IGcngrh<h}#Kp?EyRp;Gdr#2!Me7f3p3!>Zbw#VlM!{4iG7*AY9+!*z&^&3jjC(
zMg-1)Mgy7;lmtq_;9(nLW)-2Ue1N_J-aW7+57F1ZsTEK=lo!ANK`4L)KuJK0;l`35
zeih)&L*Xp|(*$4ucc6fo1wuYxq(FHf9l#AB)C5ogxP~7n0|92&_yHt9v<lP-1L}hS
zM*eRa{}(leqvYRu^f%v#m;OJ&0toz;)-N@thy4i3|0^tj=l*|U0U#NcMt@QG-)6r4
z8-*9*|BJ#)xOC9tA_7qgGx~kp4tOA{T(XUh^@QIL?IE?*@YJb-e8bwp1Fyj5+qU>6
zi)G504q~JAzQe`cW%wL3E9bg$x$9uf&$^<D77r8OxeP?x;yZeOyV8+cM0rf$Kcr<V
z=J{~KhEB+WcCB_v@<AoJ+He|4Hy>MhM+@TvTFTXZ@7LSvcCJyQ7^#7)Okft0u0-k9
z9A~*3#>RzAKH0JIXw#@%v~7Tsuoh?-k24`!O`hDx`cX)tati%vmWO_6NAxYWkd&xO
zrD1g0=YiEOI`I|M&)<G>w_E0N>W&~Kyl*JBHt~KDX6PSMY8rT`{2WF2w8ugxSil)(
zWWU&T5Mqcryxd%=0i!I4iR|XrJj*-+^JEn<9OK;OO*H)%_5Y2~f2jYxyBabwI)C+g
z|0^c}?koNU0N@q=7XSc;{ssU*sQ4>7{3Bce{7tye2{*McA-Jdl(=mTUHVDZF=6(<o
z4ot29HuHz9!%M)Af9w&HKZvq_REscvzn}fkA$a-UQxX0G;G+oe0{RWuVqo$I&_+Px
z;K3{4A;3{b5O8_nXaP(B(E}4eKpB3Zt56VN%Yjs28VIo5LI64d(G%b+!0|%}adR2o
z(;xl)*=s;=fe9f*`@n<{um`*mpiN*x2tW=1n*dCLqXRG@gzzqa2_c{@zzYGe=jVhF
z!ZQITgn)Vh{{cWxU_uDMNid>y_#T)L0z8~ws0#GpFIe#pocNg!=Knny1_lT8{J(Yt
z;JN>w%Kv{jd*|Rv*C_2f9jlXcY}<Cnwr$(CZQHhO+upI$u{-JD%{epk&Y7BT@P1XP
zol5OIf9yO@)>?I~-*w$zPsP6v0{?Lc_!<n%=}b(%zRc;Abj|)T5&S*Q{m&Bt`#<V~
zqvYo&*=HMe>ig#(cyu)kv2W060zmK05ETFU-{Nl_@}HmUuX*?1b;`fnpp3q?@&Bl8
z3ViM5HE9^Wo)Q|SFQA*@uNMvmHtoN3HB-m0k&}g$9h#2+F9FBtuQ$GAJAFGbV{=op
zfBo@a#2u%<FNdc47b$_?#?<PIHTc^9e5rdXUo$V$zo>o2PG3*yU$^UDcAj5_)A;LY
z{<|ap`z%Ew@U>a8`8P0u6W`?PxA4jTViNxPjDKD8*A3NWWu^F17XSV3{^u(E*ZS!{
zi;05&rV_F<aj^a4ub=Dz<%M*#@)5LPw1i2E6L=OilO!$A|Dy(SK$vx1C?&wkn93=?
z*h#vzNxX5|$b>P`D51%G(R&9?BHwrilph&djh2v{Jg-2fR<+jlcgUaHT;yNfJKfu#
zuDx$}nWSe~&sq0bjyaCoZ1Mbpp?r+#QY@bQN*YTuhefAH=Hp0&2K$VNg$ux+Zqu<Z
zx%I)jK3d0Q0agSHj^rQgLTgs=wFJ<8-|s`eKY!8~Eiuh%3Xc5#a^VFB7&EpzB*`&z
zak^Vh6`ZCKOLvi;v?@(W%Z!Uh#sX@f@LDf}Z^V(vWU%qtdN6tLF?txuw2>N_etO9-
zv>Y}i9X63mOFc~P?KL7H4H5w>obCN!IAbtR_m|!Ac0Zb&EXGP;-n%zg(1pu=`?YkN
zSRxG@D-i*g%YF8EyGSbI<37i5Mi3Z4!0~|o!2Up76cobW8yF&(j{y7=tUT|>++rLi
zbf6q$V2*!Iu!ulm9>bj4DaWb18TJD(^EVF+53mf_cU+I}8NkziCIXIm?Q`6xG-f<a
zKpK!V0jPquf|7ZzdBt;#W*kkx8c@{%+rcV=mU+!{oMu0pkR(#Hzb8b+;X3BGE5H^3
zQpfSti!V0f>Ii-a-i0K=t^Yi<<*(;=4K)Fe{r&{{=cw|~S7}P&kbH*1$Dh}|>g2XO
z*7t5`Ic}S*F?n9%^LijO6#i4vj5UB@G*=)eLM6W<=f_xBp=|H#1Ic4gT~uA}962>k
z=iSt$X=HA93|BZq5Fa-r9oEZJ8BXD&VM=s1v&+?*6@cK=HPmRqc`6?tAjj)%`{Jzu
zcd;*?%#PF+*uUz)pv7GQ?9cYB9r5Q*8l<*gO5TI+8BZQeC*0pv;+Cekdfm5}00T65
zn`8AI2%3#=6pxSS``lh^{H)(#Y}pE{&?RTcQ<C=$QE1}6@^bZ9z;fo?nPdX01G~fT
zdrwEDB1ywSYWll$bCbHVqLbO&s2Ltqdq$|8<ZOJEE*;d*dLP@gVdFXtakt>-tpux0
z(~WHJnT*eb4dImaO@Tc&i<_n8Sl_mur_(n$!iowgIq&x5YY*2DD5D>?uJzd=h9wp3
zt^sjl{Su#+9pHKvzsc?L8w5P*{3%lV%KA{gg?M)M3w)i?>!%eYWR^&t%TuVT1O&;~
z&1a92%ViL)o-~_n3M3edLj@{Gr{fTL$MX9fLGHsBRltYd&r>gW;&2&C<mscWS6bmb
zQktZVQ42en;?F}N{tb4SihuCvx7X6#8{o>pvAz8|wvvd&A>*>P3nqI^^e1qgJ`QZK
z)3#idZ^+a_coP8}2{+i{YFcd)LZi_m(QuaEA_MhTc|aEX7?G(np-aLCYxYD|ELaMB
zF}<~fgvHgoB)t&TjDdJjK?D31nguiS$6e7Qse?i}^}+;JtE45F_lb>XALnj@C!RfP
z3-GLM)@jvYO|+7mfn?`w;_?f`HjIR#;k@&qAUZ1aO7)(R^MqAu`-3GZo%m?aK?DQ)
z?6NDWD>{lv3VD1)Jv6+$yiJJmy|&XSEP+w@cjJ=Ks16OLb_fGxCz3lzKeI{Kw>A6h
zs36y_e-<O=YEsT1=_2a>q$$2|+-+Y}2<U;<`O23FpZ&oV8bDxUe;)*8V&BLvglzzx
z+50l`oi&gkD8UCPAN;gG&KjJ&l9dX%=z%C3U)aHgv@*KjwwhVop`DhqD)Rb>bHj7J
zCXRuYOH}|`-sMq+OVI=Du@XgW$McP#2ey?-WjmtSLbbRj$F#+Pv-QzWdCRidl$tNO
zg(;Kioh>#vAX8TiQzcuzSfNYuCQ0ivgx#CqcOoGAWHxVymgo7cl1W8&+yC4<X*4{y
zVh8Zf<5F$9Jam&zN1GvvPtjOPHe|aAm8dcyQD{<{Y-(SWSZi@4qo-HpwS${-M(TxP
zEE)l)4i>m2kO&^hqX~0zd_l}+Fp+%u@wtHqJ)<4l8NLa$N2M&b)1R4)_k?5`)2!PO
zw4LqyApLFjggmqnNW^B7LvCR?S|{o>oz-z>qZQHKkU+ifAT-mHOIE)-8>*5B$<^c#
z0f1OCJYqI(Ra+C}Z&}G@0cRk#gXU=>jT$KQk~BR25`5%QFqBs-Ho9=%&<J@r5@P7y
z{Tu&AF8kXCQ6)Qs%L9ZzC&l~ug%#(I;xuuH-5q8~Us<4!W0@91gbyVsA2LNJluKnL
z&UTHrw9SM1<#eqZfCJ4XIayz41azkA=ze?ENS1BLG_qw&-acaRh(zhZKGmI4cJ+{?
zU*rc#zYD~5U7^f`%}}!gk$5_F(3-EWavklY#BrfW>2M$w8uOo0Z}M~AZ;XEed2VG@
z%&D{1L;XiFZWOZEp;2;CmJfzirP{^^j8Qc7>DQqM`61Jy18xm|+uOIH%^o^uEuY<l
zBzMy#ab+(*(bpC9tesRkD+hC!`5W2CN6i|OBPC;zlCb}FOSO8Y+3g}giRUNbStOe%
z9>Vpxr@C2-m8|JP?q=d8gKAC463)~2<PUEI?yR@mNTOhXF^L8|!T5bHK!$9#No#dD
zG~QYzD+){)=vtsAbBV+Ti^j;H`m%v3+l+TX<kp)8v%abldGF?YHdPFpucwQK;XMDj
z@W^csf(Nnj<)>d*cW=Kn8`N3j=c+;!eV%`Tv96@Qg}+k<aPXwk4<A}Hl(0*IMNPut
znN>C9_Ti$MosLUd()qVJPQJ!#j-kjAemRB9Cr2DW+3wvA$8qQ#EajKpnj7WhUoJ~D
zck5?oJ|3?Ui0(V>4$lRvPq=Ce$C7PLaWjI5TBCfiDl)o1rcOL9W4)Ioy|V1wmtmb|
zO2*vT9fq%Z3pqQ<49tbzN}{2L5{|(<U*{5WME}?sJCXiwLdvp8xco#ulw{U_`Yd>@
zk%7%7uW>V-qJjxaJ9IvqbReI|IVqWS?>)cxg#5Ubp+o;>MDFIp>Nm7k;I)5lFm@Ul
zS?kQ=DM@9w-4CsTTXIihh52Oia4Bnp!|s;iHm0w)SIZ5q@tHg}^e*_BygAg$M->+;
zp`aN<AR0gMi8M|q+O4->OK&1<avCn__^vNT;_v`Eredw|dvJ)P|C(Y5W;a+*=Nqk`
zeLoqBgq>*C8XRd0=>>=r7y2^l2Eg@%67mJI=u)@_<IS?4tfB%@J13D34(kp{RZ625
zY#TA%f{+2`=mwkX_d&RhKu2vu&5&Zaw^9*hNyC;0EQdiFkL%u@n8AzIC4i%>guF2S
z&*XvW_NY56db^F7CZg52{xq`1k2@Y<#hyfLALzV7{<1cOP0AXC(eM`o?6gPVG?#se
z`I=|@PQb60HGS=Yj;Z#vG$!4GhtYn-8_+c9mB15!uLO1l*lcFcqGU1SabQ{J@ol>P
zlmb#k|B-CT0f{=7IHMj0zRvf-1|#!lQt+2muS$nfE=Slhc~KKaH$?0FHmz2cs(8RK
z-l?@|r{D-Xj#v0_x`C>#{V#8Ewqeuv+46f2hvzd-Jv75T@u|Gk<08$AcB2+rn<};H
z7{pLgx|#K|$VvJlCa9*2qTgEm(5sF(UX|9o0INzEjC1?7B4MP9UrsrQU1s@}+pCeS
zpV(Swh!@T1ZsOaAc}!YCVg889`ilI~TTu571UrfQGQ6ZcH8QvKE5uURq_QUM7Hs*T
z%I(uW-_!WmLZ9CJoSytDDdn9__Dd^o9`Saj+M~0(4;@v11jE%1PX3uV=W)QP@3?b=
z0i#<L>Y}Znx3544*F%75@&B>o52a^yjfeUhvS?QLmA!P*E92F#nzbI4X9tcbTNrDb
z+6xWq-N9i9dw=@qd?b>;4DoGwv&tRlC(XCF-CkI^<8J-w{N3{N4-8)XVg)T-B?2rF
zh8L=-wh%ZGlenTF$nQj0zu$2-abYQ}c`d&puiAB%J_x=Yn#zD+@X6)r;D481<L@%L
z<=%6)n!sXa38vR5zL8UI@_;{^@`CBUQhvN^w)uv(Npq!$euIOODxvLtb}cNV)lFQI
z#}PQUGDjmy0;1delkwUTWT|QvbQNH0;x9docp~mXh=qr#&KfZhnRf#^KE?}+*&ffk
zJaRc~GikeJkPZ-%_r63??OZNw)GS+Kp#V5W)e#Vlb0TGCeZ{nqIY^$h6q2Ktmo+*{
z{}y*w{ccG^N=dGoLo|w1?UGQ;8Vb{*tnRwbY1N6X%|c*UO<NsJIIX#?lo34DI<WF4
zL<+4*up<t@gskJQpB!P^OFjHaL#-^1J@47_hn0OCahsq|tf)D(ODIJ`WZ`Af+SYL2
zfdjFfCFh_Ofq425as^Sudt%@uIt2*QLkXyX0le&81U1a}kc+%Z$md)AM`p!0;nE{d
z4QnG5d$H?iXIqE(VVBOLQ`srnr#>F!m*ACJ$WwJf(T^tS1*AvUpJX&$G8R71D23?n
z&@ee7yrA?}ygMV07dD2n!BIahyfDtfS}RkzFm`6i@o@{Bbb2aT{S-LPRyZ7?3yR0L
zOcOU7mErT2&em}F#3A#HHcChpr;`Z$7T`>%TJZf8x|M+NPFQ*UdLWnBO#Jw0(PdeK
zum1G&K5{x-ZZjcr;2vW>vEL$^PZ@ZlimCx4&5F?J4wD2&)z4YQ05$~6XVoqa&rey0
z;V45Jb~Oa6K5(Qq+2OiCRs7Lxfv~GSZXLQHSrEotfz?OWx9ZNk@5HDwW{Eo*zUuaL
zzP2{He>hz<;ATZ&KU;XbR+^uzb;`{b<0F)cF9j&4FGl+g6^|tA$QX|9xDEii0e8|i
zma$c~z-vX%NhkgQ`s>`t{}+b+&#_*#H+g42Qy0X2v0?H|`|=;NxI!(V*Sj5^8*3ne
zV<muPDlMt_pbPKe*{<s%Kh?W{KnkKu{Y+pu$@F>#qp88LWXW{?J9mX4<OrdV=%Ha+
zcj7@7B)(g*7B4v$Nj?`z?p`0cmKb?S&;oB{>jMdM70jmcNXvs~3054eCW`SI9SXT&
zUI>eV@Duo534~W($=hv3XAqXQC;jiJ(FRUbVqT?6fr=28b~L^P!h{jEhraETjG^KC
zuOWCa@=#6*1C1*sBgRLAC7V*`$W|gPt#f>bNsG>SdAqX-cqFA+Zqs>q=fFN<>YWaA
zu^L~_VWF8q;x|X!y-y&}wez!%IgJ~sV_M($6EP~Y8^wyDMsrhaZ9Cv>gT<m^M=rsU
zv}&syrO>F?ruFPmYJC;;QaMHaqD*YjYC^Pl+p{rpMnk{%dr)YbM1$pq%1CQZ_9l%W
z^iIwVnUse@Htg1mQhVZgp9P-<dy#^dis)oZO15p(9c9&8-W!24i?q^g>T5eYud%cS
z@9v!kA9t83WmTuk*Cl20t(c~b>t58i78=)|B#(6FA}j4>bvEWAHrJ<c4|J)4_wfU8
zogRUKm8J0M{phG&gKx>*yR@HtWrxc$q18!Fec@8TnJLNUk?<IUR#F<x=KG-b#hljG
z8yQL8>4{{o$Ja{N>6+y~@nv=(>@X>WX`2AO<ydFkUr{Lm7I+{&svG`Xn<!VPrVO>H
zpqlmTP@_!c7b$7}hfIrBHIdZDOPv(v4s88LTpad8;7U?*MjH;*$TMSX*lNB8AIWI`
zQrUA9Ja9|uq53}yzqU#$fCAt$z+I4^*LQ70ik1FkOj;%klxK264*BxPK?*_I@_a?&
zO$a|fz>9~CtSJ|O>f7F7R}t5Ijm$wKXam9uYrWo(4>B=DMw>+_+R0He#!2ZiSpavv
zQnZmTLydi>DhwL5j6c~aCze}*xWPQJVEdkYaR_D}>CHA@E(nHeT$lgDd-5Cc3JyMR
zdB6DKDwiBwvBF}4#L~1|u>+*C(w)}z6{2AXyzTbV&t6(o5jY;#Tf2?#Rb4@?o{*)1
z&Wc{pxhiFkG;X$!rHlR%4vJth-*}YlU&gc_2A;OZG`d_498S2_VD8N=NC^BB&kHoF
ze%Vaa;Kb_m7FyJC&G_X7Hkwe+S;>wMF(nvO*{^MIZ_6Mx4XUVxP|k`a3KF<c_HsN-
zfYlu^E}ZLve&luhnHeY1{{0}>U%wphDO2!=lK1Tc@H!kXypTk5)TK>$^0Ne~1aq_M
z0LKIP%(-|3Dm;zd;A!f1QAPw?0{^N9>FpML_I3KSp}JBBZLfL<Z)UJs09R1`_jlp@
zE{wYTH?v<S=;*iWM|~?;r{HWmSR^uW{x#=*RWNt(kG{ng#>J@i@;+Xv>YCEOVQbVp
zH~7$;7o}?~gSVmv`{ZG>GE5D&zs5iOowUA|I8f`=MrOnHlxLSK($Mxa2bkbyFl82H
zJLgM#A37JUZ6iaZ@IO>2@K`?B)+KJ$$hD1LT&<cBtDb=mB+Jtg{wBqssSciRy-O2(
zW6q!VTl^n*{XWU;KFQ>0qY+3e?<id%fkMNwUT5Q?QHqodGalt-EfP_UHh%U^AW@DA
z3(S}(-=S~AH#kJu4&)*JJb0`5`fh!64~0KR_Pzpx^+zDF=8@YB2NyWV(&!SQl=q>C
z2P2Ob)ydD-YehBXB+tX3ns;lIOzlsEO1j<^>}U5;%tlH-OJo}D))(^cGTaI)=XNy)
zo^V2?BHJ#ol=D@eh;dQ$g$NuQ@czoJJw2gAMcog;UyE$h1heQjrfOo>qh*bW9X_7?
z?AeW62*|vimY+@?9bvGd*00}y4LC}X*B*ji$U&iHzPUFkd_JKvVY-I}&mtDrn3Z9y
z5RaVRZ5XgJg;)%K98bp7hW}k5x#9yB)qz0#{Z>)g*0O<R-mHPGS}XD-c_j_2KBR)M
zmbp&F?I*1i!c<Y<7<o0rvK|DWGmBQEZXxM`*la-vtKLlUnI{LKFKc)5>C*Gqz;S5T
z-BL<s;-J#i-8)Egw@V9ZbE*}EP0zIJ+(12G3q5Nz?T%b)W3|7cMr5ZPT8o^@88Qu-
z4Wysil*zi|?Tx;Wfq@Q2GqblfDbA%{9c6d4d-uI+Zt@-f+VK!S!Sw}Z8Iv`0c~51#
zpPfFZ(H`3$+lgb#hV7V^kR};aeO~Wu2<Y{46(1Hh-CZ%Mb|)n<RU%GBl;WETxyNsv
z9voL#Y}8>R;a@DI5iMs~PT$IHCicdT%zD)-f9=D-XtkBLjVuSfpPfE1)DFw!))5VB
zmXkCkA0N9Yr5A90dou3XAw6$H2F-XsP~OL~je!24q1D~<GbhZJx9n#`cGu?Ijz}GD
z;^b7{ZANxERo#ti@5f>7Nv!Vam6UWjA$e$`y}@?CU4w#T_`0y0VnH^hl)JVoelzsj
zoYe$yYl8rw7DStO;VO5px8~O#ym;};+*8}dcX#t+-v%5CG+l)>^>Rs~OE|$0CS0Uk
zjF$>@o{G<B{8K(naYgvOI3n?`<&@k|3zVcp)SHk2rk<YxqvI<YZfO&X3gFb~mt7M0
zmyK*?4(r?rLynFI_lk9BE8AW7!ylEd9T|*F-a(V6^v3xULQr8rCAAqwmnZy(c!7QH
zyYiP5$DmyOTyCxmuOAbNwc!M|Q9nYhpKQz`Mhr3G$$Z0b+Lb(elmkWx(aqU88P?PM
zg6Vo+PBda_iKL_{Bd2GOsyFuxOY0Jk0Ev%H$tI8sS^C-06vL(v5Us)BX7FYJnoa;7
z=#zi0axk1~U_KD)kwbNKB^f44C^lZ|<sg?=^U<`LrJ#rihrSEcia=FYS5bkX;`A?j
zs+|Ziq6JlrZFPUluXAG~Y{#1tvc&5`nkT8Oq@W2#D2^LO)Fd{9)rnE<=k=w%kXGln
z+2^*4J`C(f)|c&FMm(Xw>?1s|bR(!Hhby}E9@Dv^_2gSC8JhO)79{U${nydF$>MEI
z2zY1iCg18P2M5ru@r&T0nE@~cb>fX^y-zN#PMUE3o7uwhCJ{r;9P1j@-&oVCRiL-N
zy0Y<5{I!X@SmU_Sf?0xMGe_O9)$&Qf`4cVhU?1eoP$}Qj;5itT{UMzwn{Dwy{r8N!
zUn40FwUK(=!%`UFaaREE;ueLHq&DK`Td&N1s7S}_SVi%3osGl}W`mawairD<T!8YT
z)&UXsaOVpu?8~tks#;aVX2bRVOH2+(DHb6rwe<EKZT_1BJ?sx~vs|U32D(4}zdrKl
z`sJ3jRuC+cHSUPUG;sM>n1R&OhY6Yw*~t{~`B??$ZCq1c>~z($TfcJwx{j;`uxa>h
zB1mql_+MT{?{EU+O2zKrO5_r9YuXTeE#5Z99uC>Fj@4Ts!0IDDn<bL=r}z&(t^9nT
zyYCj4e1=}${f_+gOyMkSe&eM`W_;Sb2ne(J;`0$#C704m>j+hl=8f#ud5AfC$3#bn
z#A8+Owpf^Ym<UJ&m$c`%6crLwnvmrqpM+^0cbDV})Pg@ez0cJkCUZC*6xeCoxY$%|
zTOh;gl-OR+gGi_D?z65Eh+{qGT24xc;m)aSe8>TA`wi2y!OO0`4T0%MTsKl~s_&Yp
zlp(WVs0D7m+^JqOfot6J7I~cKJ)Z?`<Eb(`J~a#oRL%!}5`NIOk<aQA$S;f?GPuE6
z*E?+Vh0EkMwl>vA6Bur~$RMuX{=)W5$)lQ}+}TFiLh7Yz)zXyi;3#cH5cyD3*;tuh
z)>2j1klQo+u{7r1Kc1p-L4SwR?!eKAu{b8(L<109o%^LQBCbeo%s_lS)M^7KBQwrw
zq^FTWN7&c;DgJ;47sJy@f?d@09a!-L$)UUVX(ztFm#_%*8A8#j{TnC#pB}s_Snk{m
z4|rTY&bU1e-`U1j-$uB!;?qbT9`8X9={wd<A&n|h+$$LwTFp>l8!_4NcoE>z-TIf`
z76apQ347|j$(Z|_q9LX5lvX}QZtr;m*y8zpZp6X0<QiGRU^-n>t8y#R+2#?NVqu0T
zpCh|F<WW!x;%IK(ZtC`qXS5fAC6_ReN6(*8!9vKNxekB6SCW!rzU&t$bak~g8=<-M
z&{75<=(-sxKk*_B*Qyx5fkd6`?__qk2x?d$f8gnta2Hzwf6_EJXZrPEfVS~P`g*-p
z8kDiWJz?>E3)$)V9ulaJ#ETY+xUiI3laYQmaX7Bo+Y1tc{kB`!X-&usrs_k93Wpub
z?N@`Ir{Y+m>x2Ig!aS)ZShIy7`pNYS51WB^37dA^9!3b^tD?l2jf*Q<!;ljKlpOnd
z3&Hp1e*1W`t<#XagoG+$hjPo)BXu`Ek*H?z6!M@n$osNXtJu8Zog=WRxu(^C*17d(
z<Y7MER%TMl>7^m83bC*iOgRP*b~zIK^f&?DN<Dw)nMio&Go!ILK>K-Y<Nb3E(hwYz
zU;#2mzG)o`CgN70byYC{<&RilET4>~wgQVj$)j*Ji#myUJwv!S04l`rQs$v(fd3vj
zwDhR@BU&zMh2=G0WIex8@3bAiP6>KAbFyVdeYyMH2zWldoy(f2gM@*J)?n2CKqCwB
zfm)amYQV#lHA@*_vl;uSyY@I5c@9uv`vIUTsOXrF+1RMLDk+*SZcBW)g+tS_HD^%X
zvr)9-Ph!>$5?j1G`U%p6kVeT3tebo7KaAg=ax@X96TF;kTZnF`;u68LV<xdkmR^+J
zkFT}|?hb~QhT(ubIYDTPdsS9VJqWg~VK!pc?a%t7X?+O2UO1(Y4605_etf-HeJ{i&
zmzP-5#W0V!&&W>3Ij%A(1X5)n@Q`t8z9hOT*u)w5sCY@*Bhws;Qbx6FzT;(55khk^
z)2?48J**m<>bfXfP4i_ufVLITuM#JdwsMy4MV)TbAt7enl4yB6387Nl275p`$*Qu^
z@k?uk(0thotq~oiloFA~{nd+`%P^Dx%u}(mHdc=FXF9ymt0<1(h~K;(EBX)6?cWkd
zk&nWiiTYfZM%nQ25)m8F6)+Z(9kYJ*!;jHq+|HLWy1U$jcCQd*Od6~-T+x!S7>4x{
z+iDf&&8a`CSQDe0Ol;sWETy79yLq;=%;(k3H*6l$D49hQXw6=uq_Y~=&yJR9$utRR
zkY|nRDQ*GnP5y!3v-N87mT{6yL+MacTAFgCcooPB`9RU_QKLX>!TrzBl&_`|ss)by
z%Hc`_8znExI@$`Yu7A*LX&+PC9MjLF#vKsCg+(k_8(Ri_B??@kw=ENFX`EP7Uy<{A
z0R=7PmR-cVfX+aNYFJ3~G=j|NEv#QOHHDgHNY!LkG=p~)h%F7APGfS@SpdYm6G&1S
z8DVKifX|qgdSMU*Eq%BQcP?vSsg0-@)=6qz8p6xDa6N_(+s6<qJ0kAVe`3h|tX#cT
zqvI)`k!7?r2S1iJF0pvSp(j|AlTC&x+eM9V@7mbIq^F<`7B@h0C57-~Rd44eBdJ!B
z^oU-j(l5T(HxI-E{|M^nOWaS?bDD(c?1$MWr^jxG*#?fMZ1u0tfXz6RhGAlIXmCEp
z)-Y7&wK}uI(H&l1S!!qoF|{ZzQnXYp6*u$|hKcfOJt0!f@9eXI_sX?+I>t^frk&82
z7I#9dhLa1)4AK0}S<_gbe2M*r%aN*BdebhPk&@cKXyKhceMRFRU)dS!d__e=`|$gM
zMJCr9hzRP!iZp(?sMI0jTa*LXf@Ec-7+10M^k#e=Z5&GxfKo_D&eBpX-$zbPBHfHM
zP+E4;ZXSeeR>Pk%fB7q;p@t4b1vTQ$6h4Ie{S=ui3B+=^`9pf&iyrTci|(%C7v^k@
z!ajbSHiV<bZ2#CQnP0)Bfx2NOf{F!vmX%~2851TejWb!RAwEenZAH35>U_X(0OmtI
zhULv~3=U04By-ZK2~#{0Nf)nTQb`s(5BXGpj@77Tw!)#r^iv&<6k}$>%{e2mvSc}c
zrsiScdu|xiuL3nuAJmFQqXm=Aq#TswCMZ_5s1z+~&7Al`S%SD8W?dPgnyx>wnS}w=
zb+)RfTR^S&t5+Wzwx7mcXShW-IK5ZK2FNU3mB<i-N1obC3IbV$zh^}c&Y%zV^t3MB
z9ui>>Gbp^F+A)wqCz_+=B#|lmsBqYL%g+~TY=@?0Qj5{=mr+<R)z|C!usa?eo700#
zn%#wmde;*u`U?UXGjrj9H}cQlANYe8To9U!LU5l$r@MnT*{|s2s^###cLUgI)8xa@
zhR_0tkU!|_h}%^ABWNoAR6P15YhnB@&VJpCJ!j91hIy;Hnq!(>4SLP}?oQi!xZQ?W
z-;GX;qT3Q~J?vn&;ryv_ds1WD9kCVr%)9p$=iggCfQOgS_%t0i`np9R`@uUoeuwd&
zago0*G5;G}<bSf+{Edsy<I{ZkT>qkw*cj;ljTB*EVqo|p5&sPp`FiJ{s0b@N%U>qs
zf5Aw;uKq7bkuSFyowT{5<ClZzZ}#dh{0N#(?O%Bl=C9+p>Hf0re5F*7(+ScU(HYa3
z)7jA3(%F4Ek8O?Uoame>{zhN^l`Q$23;cg4OW3~1l7B#h{~cNK7hKHne~}Uf21dqz
zASK=k)^bRy$Xn8DBx0}$m#D_pE|pPDsO9wj6$gEC$PmfUzy)d){Z@j^#0*2kVX)t-
z!Q~m|N|p&(zzzrD%Tl0$QAQaQ_|Ms$IjyT1SCrB%mOoClU-zZhINt%hCtLS3o+sU&
z$NOqwpo8{VGZl5GEE`sl=KQp}C3FlJP3bFnHywSu16JnUif*jRVoQ_7k9TpMpHk%c
zG>Dr&>P*2&`|WL2JI1LoPbI3g_6LGt4g$)Kb*RP7H58#{k5rO0Um6@}7u(j27&56b
zscNH77GS|`tZy_pT2tswXj*nne7tP9Q)zJNHQJ4T5j$%w6b$`N{XBR$$_i<`;p{#&
z*=x>PE||YF#++1{c_4V^rF&mR4$;>aQS5N;Oj#W@T*IWsitN9ucV2U#2GI-`)>|B6
zucNL)@{Fh*0Nk7)Ru7T6(?*L|;GyDvKOh`|l{^;&T~%`F6CU7qN*AG+6Y3L0v^NV1
z!G~fF0Us+sV=2OqPaFW_RLjR#JdIfoDsJg~vgt&u8;yfoEC<m4S>{=j0dl|iQ~$$c
zS8UxRbn>`D4@M5+8{-|}148Hqri^<b-r=Kh)!0UYdQk;YxoGa2$WR=fxl3*BjC%Cd
ztP(QU`%NVt?>C3F?~BED(rbc+B;?4`!jbV8qefwVB=~_Gb?9|b;>g1)By()t>R87o
z`0bpUt{<=0X!;|9D)oymLTispda7{#2^|DW{N&w&t@$l+{EZHzer|8eLD#^ZF1uXU
z=m%J3HBSvn*X7~?9k=O3pJtd$pE&m&M;DpbHT-*Fks@aZ0d``a?hj)pKPkZ+xIVS?
zk&b^StMbXD6R5NaUyI>0ivOsI$5axzSZJR*HmhK3Ej>+*xdL}>oVfQZtE|~j9Y(Ln
zjP;$L+uk*v?E?q4yDQ7(Lu^1Hgc1(Fk3EFa&(U6|bIE;5`-Qe2B+&u6jBt-#sd~he
zNy#<af^GG4X#!3V#^1>3n+2JRt$lin@TktdZA?r~mxqqCUlBIT_>gW<XYH-#>=6Tk
z;4(WI+LnLro1BHJ%Yf6Ex5#%WFvVaehK3(_fT&PvSPg$dd0+|Qgn8rV8lAHqpBR*E
zmzA>c-tj;pX~P`J*&s!xc+$Mm@_hHFs%9{$9OpiW-!ySNXI9nK98;9+Cm@i$5KLEl
z+I+z9h~<4i{HjSla>=7sl-4|Fdf7Cdvbbg`{7*VzoG|h8tvj6$s2UOUMI!a&US2=w
zdu|7<11kj5@*EXh@L#?qU*GKhhL^I<9PFcv)6MFV=)^PGLjYqc-k<x4Oc^LY1VITU
zhC;hwDuexL!VBoE)*iKGv2dye$W$V;#D(cJQfTUZQ}*f&!R6j!8dDgZ!RTbhdfa$c
zR<ail-Lp&{_)0qaK(>D1%Q789qGw4M*c5pXQS3X!Fne9Vc~zjj>jUtwZ;&IYbj(|{
zl0SEHZRvlQBm97Cu7z|pTV`f7@~+^v>eafXYtzP3_|J9zZ_nQUrq2HlHo$+S0>Ai9
z8pbaJ2>TcQ&Bnm;UzYl>+WzlU;1^T+k5d12`F~OC8JPb2V$bw-;XjJK5S=ic7@Z8A
zKAoYhwYC0N>Hix-r2ETQ>S#vy#bBDd7}J@2r5VwgeRTyZI_s~_VDpv2@zow|zg`{a
z9F1L!ZRi}$-RK<u$}{@v7EWdk#$VrEZRuR-Jd7P||3mZmn-l(jZyxMl&Ep@;^8dbh
zFn@)0{IhwaxN9M)c8-$a+bc;?Ew07gniLdQuXtA~pR2SQEEnX3`8B{agvQko6HFTI
zu;GKk{)quqSE7vY)6=H3(5`H0v9NAF_XHquZmzl-{MnYhK5@LB#!GBG;+V}kN!@u-
z$b;fR2o`X+9$ZnAvGOnx5r8Cf^r2^Cr6Jko!ad}t$ie6tGAOXH^18^&UD;7R=iM8L
zGVcX-Q;`Mv^aA5{L%GYB<ECRZF*$NnfFp5SZ#+1uOQqImGRt{xPwOTiV4{u3$;cg)
zmYUUvFdZ^=Xkg^1-y8}8yZCNyezCQUcU0#}c1-Nxw%z{|MgT1+?jA$ysbnY%?4npw
zWlFRCuN-Egz1pV*FkkR@*O`kXY!?G)Hjeng7-L67_~JNEdqku)Eg35T0}pDl<m|KT
z7frUaPw~j?gnm-P`e&meH_v=62l~;@KLU&r$CKLoOpZ)#S;&l?Tj8M&iv}DBp!JN5
zY&IKHdp={4Tj^;@SqUjUZ`w~0&nh!iI!$il3&sc!49LJ>{I&wN{P}aZW^l-G-as@#
zEqt2!dS+NnARAE9p<ichBY;2$rOhdkBV~Yt@j*Ud3Wd@)NX)rF$`MkidJT9JdG%%^
zT(k~eD_V>Q%?#1)y@}gOS7ZuFeV9!2Py{N@yv*L(W?|AhpD&%3mzu+vd)HogpsYN(
z=RC`gnabtXx&(-_pfc7J0E5`a$W(!;@ZKaz)P?(S-nfj=AdQwo=(O}}1Y9WoG(Fu$
z-MgIcv)XGX&I!GO1JV@by3YO$`va(XG*!nMN%b)A2iL&>5<~h(kmmfzN@4PHnKIQ6
z3i@C>()nV9el7Fv3iM`-@2p6yuwETk54s_u5Fvjo<`}i*f9NJrPmZ?z5O;L@qpuSL
zoyr(FA=KjEnX7f7M^IX2Q7JbqF%!nE<+sn7xfO;{wb~yM!Lz1eZSBIS2}6mrGE3?O
zX@(?O{9O15liA0cN#337pCqq4cb+a9%Y`2XIoe_)=^@$<qC<Nf(-F3k%cA{;+-YBV
zo30P^v6;5n3pKoWCOSQCjw#j67NLg?>u;#Qv7p5)xaOu5i}4!kPjPb9H;QR#MVkaJ
zgUT8!ZBz1g7hQWYv*ziv?`&Z4(1Efx@tq4w7uW<*d^a0`{@tu{cxjB0WjV8QuH|0&
zy~QJ0x+;}?@0qCe+6#mv4&F9U-OnCO>eu-ouJ50wUzo3!)=LfCQ}~YNQ7V}L=NWg{
z7DpGAYJT&avkEi>Mc8h)TQyjmM{Zj<J3pG7B2h6$NKk&KL!ph#{Q@)LmI(jDJ%{SK
z3cuK204MFi%L>xZJTg6xGwa<@Z{IUuzdk2YKGuNNuo{#}Ba3e^s;8hP#-#!CWlduD
zE`6~vi<%cEl1$JK#zO(_piLQah+C5G%Y!KB-;2z2`D#7y-6%schPiKs<>l6`b|Fst
zZS=~834sPPW0)SL!^suWrAiuKYn|f6-t8F)kflmooXlhL$0lT?LtB&;Rd-w_SIUTE
zMUJ(ZO+CA^Zuobm8`<ro_8VH0;a$EZ&Fd|mW6tsXy5y8*PvMv+r&>&_E}_iqEGk^P
zyr@sAtaj%l(Mg*L+q*lupM$h0ky+InqzzE(CC!{y3x!jhWv)D2Ub`hk5yiEMQ;su*
zCGxzuWYJZd&?gp1#w~t_Byo{<ch}J73Aq@jn~UEuC>AkFX-|sssn<wiz$-yfchdv<
zZQJ>9D+Z*-0=nx{gnU65jGB(#NrtkBtbXY7Q%g~PM=o^Z0kIx>GNUnjjXEOK@m9o`
z!GZ;&S_Ibo5&{Y0+vOY1nzD*jYrab(IUtB2HHy2mrU+JKLNcpmgwZ6ufF^x#T>7M;
z0sdMy8yA|Y>?eL7JVkY@vQ{{sx#rhlFI&88z%$#LU@}Cq{f0M0-Ae{8doF2ta#+4`
z>n|SR-1JUQ7WqQuh`&huUCYL1@54oS#XA(p4N#MzvA1@zed)(2=O?ETnQ!gv+JKTN
zrbMUK40j(2-H+dkxhJ$3mY{z90-5Lw`J?BEyXFFK#s2}6+7I(eP+hYT;QY;FGFAi-
z_p@%ptg%AU-cYZKQyK{=vmo*ro=~=7jJjH$5xmHP|JBQ2fqe?!m@p>EQ5hC{H9{=D
z$&CfDSi*6HXT*RhakRn=VwgKFxBmM9S#7MW$qbf;ysY@?lzE+zIw9>O^eyMLL=CxE
z>irr)`&C8TRW`EZ**MIg{bwYsK5H9hF7O%%Q-&`y0K%F@BxJgZb};&epRvC!ZLov=
z6F*#mh<UGBVnn@MB94JK#x1*lusOpl>8ZVr?hD460o&}=aRupm#YhN&^nqwR4FDB)
zpk>-h)=_0L>$Qt~ym^(TKX){txssWtLcUp|hEdH;92AlfHm+Gmnc8s0kC_y9Zy-7<
zCQTjpCoqTSkI4nZ1IB~}d0=_sBs$83Ed&7>o*S`w#hl`}G4nZ)f1W+IQa9$u;q86`
zG1U@U{!A2qR$d!sEyiUXvkyd{KHhDIQp08=<zYmJ(@E;gn4EGlVSV^ue4S=V;dgYa
z&yA`~*_TS^sP)+0*wtf$;m{kFW~VZ672)@9-99p@IvQWa@0_Bcn{GiH+s%7?=(r2u
zh6%x@fDPB~u|dM_;nF7NFLsa|Z@%Asj1)w7$je_>*SdH0B((NtLtV-{hBzJR^Q8g9
z>SL-yFb9S4kIUi1fAa<-%ulN%U$9ex#jrunNVaS25nT0Y5ER5r9xieno7Ms$8XjZO
z(2PDh(p8Gt{#G32@8DSp<&0YcRRiB68N?8GI61^P+P~mdIa0%vNyS5RW%lQibC)sh
z_4wp!6fSi7m{A$4G8&di-8A^ejGU<jV&cBj_y<2@aRTx_14p4o`RIMR`%C7+N&Pli
zlut0U@Q)Z&Wt4{-UU!&Nj4+zL_95*lr;D_)$yJmBF>8OBJd{&n%H+NX*9r6^%1nW=
zDYT)(YlC?^eZ1c_=?-tCVd%GDsp6tzVsXQvhM>m6-28x<O<fGmg`bCA?m5Pblhq2$
zxA>vHkkk9ht<D-6)JN!$zuxMvQ5$0bsI&W}^HfrV;YukvDgGoRrAJ`*l9-jUxaT3U
z&8zF!<kkf8&J&J<-#G!~IcWsCH(cn2sVL`@HwI~GBGsSU&X<R#cAC!JmC)7JWAI-A
z@-t$Tlj=KKs~EbeO;p@u#K17?S<R%L3|(2236%F23ctUxB&fwpRmGB~^jWrZXT=_u
za9KLiw+maujqBG}mHEvgV~cZec{MD`k2thz$gcjh`Ns1&o6#4PaIk{v$RP#7tnYg9
z;+Au=Y(qZ)f79g+;*Q6S%_SzQ0s#YKAFNQhL`4}4TdGDd^_|ou7M`iCfs>A)i+QAD
z(R)@lDyw~AV`B?A6{noqJ`XOE9bRx^5DuZL%DT$PUkIPizJ8c`Fpj)XAYZkBFh7sa
z<ghtqB~w$gzJpVBIi9uc-Qan)aH=qv2BJ|xcs*1tv|;doZC2$Rqc?!5CO?I&rk`)a
zW3SYndzO+1@;3#L*8~2ACGoWsiZ%hO*fcveTe>o-)5Gd$v@yEFKuMjLQ&mt>_xRzC
zu&O`;WE$`$Nwh}hCbpRp<rKSzoAtsIy%Y`8q!ngcWo^w+fJPHzJ+NS#uD^{(06lGM
z-$<=xg@sKGB3C<lGz~XLON{JU_c6={xAlVy&^nd`0L4V4$w5?yr$)}anAA8pN<IWY
z!jTzXd~g;O;2rTMV3IGr_OLq;*u$BkZIfW8wl^>T$5Fn1M8|sA4EM8l4^xf9X+hG8
za8^Pg{``2BnACPi=~W)#Le)A^$!^}+6JE$cXFn6C+8M{%LO9ZS9~i6zxh@=ua{aTf
z)v>SiekNV=CfUEA>ARWdn?pTfrgYNFyJz&g#lQ?mE|ROPZjk7#k3+|;><|*^!3(;t
z?i<%9)_(R!?~hp(>svw{A7g`?4(Xw{cH%u}uk+9_8C8|7t+0ib7I&5J@_kj4yMcfn
zpl9ZVYEi2Y6QVFnJ$6Y-3u|SI!U^)#A0x;jEeeFGC{@HfdN;)u_88ElUk9zi?(?RB
zCiaC<fSxTQmdBjP>Ck(fw*kOEJ>E+3`jklBGW`H2oNDSK@jAt=DxeEuJ#Sr!4o8xD
z?x!#{exeWgErFUTS41UKx{0iB2%y_wm3>jUbtkJmwH+$@tQOgf?<QGk$%1t|eqSDt
zYlQo7bt!|1((^tly^&fy!aN{1(H+nBdSQ31lmupCBsi?g<`Rb_RH4YdXlY!6J&U1x
zD8^sn_d$z4p8KYAK5F2y#jO+0^^KHBUgfYt5G~8piCd5j!Zh(0&Op%_DW#^uf84>g
z3F<TUXIGQnOCtv<U`5<6VOzbu-_9}%8w($Wq|!MBLU?2XgWELgg4u4NXbFz^3y47=
z0XgAFbt7`r)#3<#v~Ag!-m~6+jHYh;7_R?XpQn*0TTrijLXsooHzquAybgUQn_Lsx
zX$HJMZteAWcCYR3^`ACRacCB_Hi(IYJwcvo4j2e1s^woYSPxERg5+l5nRC@83QO+#
zbB*@dA%S&0q0DXGKmLyD79lg~5|_$+x#An!vS{7f8;CM#*0%9mR;cI1dyn(AIbAQl
z#?z^OcLNNV5!!8OU38}pEnN!nQJRATS3+BrLrnI3K&Syd`_8{UP~Nw`!-ttuYs^W-
z3BFu4TociU&m5s0N6;u#Vpb|8LEfe56HtVLQKQ(zsVUtY5$QhanszvL6sj>JctsRE
zGQV>2f9tmE%`Hv(#eF22lYSzObTnd3?*&*5On|E0ao1b*v6>$EIYhm$d^~|UfF{++
zxxlnE*>V4lp9Z6M?9FpSprc>Da0U`{6T9=1o5>rcg@GzcuRAj2&XX1>S5a?yjJGcG
zYWrYRej~TFeDobSgEnO54kX7fHZ0Z;!u?nJ0YyowQ_6EnOL=sW26O1$(_Jd$A*FM?
zy1hdGsT^j|CW|dnEXLUE<}*n!z<AqJrI-eP{4}UX@#M<EQpR&!>^v#6q1%YKdDZLN
zViQr3A@AAu8>>H<_JO>9=|0y3gIu%ev98~H>s_3eHbAJO>x69B`b#%tAGHKTWkza=
z-oo97hDfmJi7jU)PM5On>qM%T%hHRwv6iWas%y;_9}DrrG&BpBm*OfdELbu$6!MR1
zULA`^lT7Xu<ogLAiZhPL8NxGYn9`<?lJyplqEI(@z@5SUFi`M6Gvoe@%^rGs8rQo?
zx``2ruc^4#!|`~(MRnp`p6-U?NJWwLb5S~qD@ggP=}kLV>}`zXbR?4B-9H-61GXb|
zdl{f5W4Ea!1RL+HQH0gp<JXb{9iZ>pLp$0A1>q$iaP?PXc03+%?rqerYYbHK`Au9k
z^bXJ3H$s1^rlY|<Rq4GeC!om%qW{Wk+5w%v?8zC#Ptvh!X*(pjak22<5MaDVfV_81
z|2|CEM6VeTNnb8NqIjS`Bm<uMaF3m&CN+(GHaW>Kt1~O=BXVb`m!Sj>MHNfgkHUz-
z+T-gLi<e86ES`p#Jum|7V3FM)*$LJOEpYP&X{^^JQL=QXsqC-)N~`VJsJSTqHH*-t
zeq}j`1c<A;9KOZh6H{lxHj_tRV`g3w$8hq69F(N6pXCMIr`(#>l%|-HAi-q&=2|-T
zZMS>I(2ci?UyZYsxGB~8@0?bRBi%h$-{(HiDJ)i#{C@~jfBF9ZH^S8a7-;lw8;HMj
zDb_FZFB=2vzv)t68FT->e)tlh{(opv^k18a|7HR4mE8AFP3kW#%F5Q}??r^^-?G!+
z%ZR_UrvIxk{l|^O-)80icTtJsOH}%YllgxyDlsxK{WF{>TG`W1(HOOtz#1vfq<GI_
z-1s`0mWn>IxT7JDP=N}v45XzA`Dl66I&*=PSv-@+A(Oc_GjnsZE3-$prK#u|yiUTM
zS{b@B00uRp0VcvWKHIp{=WKJPj?D~bbj$uJ*S6<Ao1^zWb0_Qm-A!%@J8bmeXWWB8
z31g!e!R&g85_d)f+IRzUFh~5<^#CMYSDLLUpd>eE8_hcQ2w+$!Lz9z=f`&>Br27W$
z<;Ke#I@-yST*WR|lXP@cSv=X0Dv2j6C8hO)122*Eh`hnh+@f6~8m+u2^JpFV=vy$O
zV)O~ISRyn`F-1IK@)uaKH?c5gs3Bl6z)DM}Dw#W~47I?^(_%7wAWKU62E;6>M5!ol
zpU#P=D#27N!7V$oM|F!`u92P|h-OUrEQu07H9N4Wn@^ZLUW}c>EKM6JRBmx4Pcof!
zQgtYY{M=zgC2?p`9A)^B$b;b2s}=9XSFVt1r+s&4yikg7M%DCP1GpQwSOAdEOpfCL
zw*h1w#LAzUPlEt2kO!8vKR4M$zD>HlhP|BC`6lqOOfLD5aax|X6;M6!CrBn=((NkY
z-R<{^J+3P)$4skeaP=a<q>8~$f5(5_xex1mPlSH)1qHfL07k4HsmW|Nm)fX<z0_}F
z?DqP2F=pd#n0${@TH9`1%#*DwU|FeKeoVW;z^2+3sOo1|X3+TClndA>VKDI`8592I
zq;a8C&vD`R7@iK-x>*-um+)0_wsdX_Qk`RB5G2Gp1v?Zx&tJyD6>ex2CDm}TLzcEK
z%!M)$P8o6UM*!tNPDR5q^hSNiJNeD$PhxAu*k4tRuKpv;H)!yB@8*x`ZF7uUI#mFj
zM=GShtw0xk8pJ|BH;>)`m7dGhwQ3{cQ@?F42r&I89@4J<P2U}r74s8hCmQ(M+&B`_
z)}%`9B6mAO`|dGX86>l6$iN=LHKf{9t`2iIIxD+WQ_K(WuY=c1@ng9OWu*ra6kLcK
z969D1!&evPwNq`(Y>2MC=T6NBEz<m$cFQbze)pVo4Xd6pqX%gs15_LBAz>OLKfsLe
zk*MFW!}#CEGEy-aV#~vy+$zb+n3Ou@oD!>{fYrq`p-r~KI~l=R0?BWisV)rI3+Tg9
zXDJaJU>%|10Wvd`aVJr;t_dtih_|P%0jRBj6Tab9a$PPIzP^R)9+0){)Q^!n7pqAY
zRejWrUoMhfF+ht!9Tbg=VaVn!lnsxlk=iHB5K*_;D6E6H<H%5W`k383%m`*rEkvrK
ztyOB_WVTC`-Ym*$=7~K#<UgvL!TC>~WnC$FS}gZ@G7+DBz>giZDveE=yi(5N3ZJ)`
zqh=kZU&1Tl-&E*-+1R?WDWKq#{kD!=HGL$4=*$e|V!3=tYg1K`Q&I>^7f&4(Wm}j=
z7fod#5<WU3`4gra6@Dsi0J({~pWX2?p6XSX;m4bS{rXUt)YBvbYn#yOBH5v9dyR3`
z@48xu>qs={7EF|)=S=mB<c1Hm!DR8u)a+uI_asND;2ovALQA}-p^5(I^O73J#B}Pk
zRnb#B)0?q?@~r-Wz7R3VHu!<<ZH=QO1Nc>+PU@m4M3B#frOBKzgRx7=H!L)@E>J^y
zBnSzK$*=?o=j5shJr|`{nt_ir@K72&!)It#W}DCBi%f`44LQ;1b<4cqSBY%#z%DcN
zKQQ2kpg)@mp-{ZVqpo=&Njox_?Nf;&zmAsa1)g!tT${FznHFY5)lls2ZyGltzC6N}
z3?%UpJ0aCgs`EuSR0#QH(bQ0|mM4<4n#+Uq4X0Sw71XB+DZ*1SiXx<%wQyPIs%0tu
z7KgOdJ}^icx$12D<>i)bgDWP_X2hb1;g+@|V?lv)V<3(eFrPBM!KT%$Q?Y!Cm=Lrg
zflmpzWsou=ma#nVKZ<Y5x&HJ<8+eR!1Ks=vawC0G8E6?FWt859Kt;}+`imI6wY;Tz
z@}yGGlG~=YP<`#vs`^?$<owA*F0GoqW5Z%DZB7fA?9O>0nz8_2wxQ8>HP~O!+22G-
z>$vi{O)G5DoWY&`R?OTnwHyR0hSjNAk7q>5upaRhnpoEJ6bD>0VvsUZCpmQY=x4Sl
z*LlZVT50+Ck+4>jdThAOX5#ZfoH$4b3mUUMKf-r~((UIkh=;w@0n^>W2M$rlVl9)>
z^%U*)LS|9hhJ|FCh8ct%3HGT>;(gSgfAaWb<BPr@MPw-(OEC=4>VZ|Rkx0_jfHI7N
z0|0RPw3<z7`L1eaL}Z1m+xjl{oN&xqR@{3P_KLMwTLO(O3l*Z2QvG!Fa3_1x^!ymq
zs7rd>a>W8UvYmD(uk-h40oEH0oKv#&K_Y~dL^XbgbE<+}yQ+HctzLFNlm_!%N@t@v
zx|;xGFAwX6;#EdClZJ)sY2(U#ZZ7+CquyoHrO&FG!R@~SDy$A~Q|Y{M?d$-;p?WyO
z?3#hs*}NOHvrKU!OyTh*l$F>&zSmik^)cmYV*;PcC<xl)w5|aA@WZ%0w47b<+dk}b
zz1orfMtI`v@<$C%eTakY;1(%$eUW6K)z-|qo)%Fvdxwd&hBAKsk(StyS&ewR>ao8p
zQ2hgCN28W0e#Amt#?H4F?onM@S){QAnvOvU##y66f@=Nt*yLu8>>3x-4dmw<C%uOP
zuv@slk<y#&J5N>uk-Cthq@uTVAX=e?C6RBA+r`EsYsJW~QMC^#<|!8T=M=_+<kh>+
zCR!S&mco|udenO`jdY)&!d8qoln?wh0Pn*4FBmLjF!mf*H$)WgcSi`&Z#Il>iM(sO
zDY~%2D#jze@WWCIpSGHOgy<#bmcVA#dENPF9E%z6m?Jz7R4u<wetqX{Ts{iGN-tHt
z+*DP_ip?Nb1wyKqom$9U62xb{BEmN)EFGeq85G?ed|(izvv5|&Hqnr;Z!`*h@^!zW
z^SQ;#fS*aAJIUx2=Y5Xc5re1mgW%-+^O}_H?ml6VURCG@gcQC;3_KJ_f}i6G$2|rC
zGe{mqb=cmneV5<=e@J`BAj{e{Tf4H-wr$(CQCVr*uC#62wr$(CZQEISvfjPV?%mzH
z`|Cbm#QZU5#Cjsuj~TJ<HO9EFQF+<JFYH9aQb%C+$dlG5lmI<9hOzvc1Fx#h!uah}
zuUmC$yrK0h(;Cn>#zp=Ppn<L(N90I2!I%q^)2Wo?k%vR+9v7wX0rx*ot$z^)|0h%H
ze~T>qyP5iBrGDA7>|bOpRtEb2JF@;$V20sq^!&Gp_3JbL?4tg8`j>1K`Y*8aznED6
zVVv^Q3VbDHM82$3aasvlDcY}20oot5vb0~s99jihMOr0VWm?rQQ}wIu;44F8XHKg}
ztN-_@_HRC`0j+_qvGEsZ`5%U><zI&D-+kA=)A0TR<b5Hs{>g<k{`bH<6Iv4&8<Q^s
z)|A%#%boo<qRxNtX>Dk~iVO^`EDVk8|8{5lhc)wm6F$HGHd`D11=jy^bS=L?#D6C6
zfAV%M{@B6)+2M8g@_3zSooQYElhgYbWAUG=0se;o8df@Th`)~h{RR1-59Q2^>|adl
ze*mgIluZ?omKrM?OUz{FW@yrMl1h5<L*akv*ziF`dgBp*eGeVY&mNXyWoRU1%9Brq
zM-qZd0ZJeP`w5>nz6*yWEZc)0@|0?T`V{T3Wh%Dm+O?@yQFyA5Q8%^u#<}&B;605d
z3I_CjWDu~Y^HR&P2jK3a<H`S}1++}m_%_@-i$sc#|8s@@T$)4%i9}}JB)xD#@;Q0r
zdMrtnE+iYsw{C#>A);vs2xyo2@!9{BMyuH-r}K45%;`SshN9{lthHtkAb!r~o1lHg
zJ2#*&AfWGtU`Gd(z4FV;$!b|q!11bEkTdAmf?p&E3`ncvGw`SEMuW(p$m^gaDrUIl
z&m~r&B~8|4w<uaI>g6>_R;J~RF}E(aYn~17jn>Z}`CWIbi02oTnP^Cdmq$m~2n?<@
zZbz3JoF3r5)fxv~9NmV}I<nWV(XwN7lrJCwZeNvw08<fKjhktXYZo^)PY%nqQ!`Vh
zpGx|O8^n@H)LlAeg{)8NA1|gLLnu@l@tw=lCaK{ssdz?kX~8M}*fr_N!WJaw;GlXi
zH32q6hX^wLP5nxGI6G41BpSiY{qDU9Dw1e$XTiYzu6p>o{8R)~;FP`5%Y10?gZ|LE
z0v1GxaE<+P0%^~oaBv*`3IZZ@{Z@JyJqT+3&U)W(fbmJb2h)b|=^@akM8i?|k`%(p
z`A9_Li6IfeD>ctJr$FWYs1}YUF~McE)L3uc3ZM+&^k?qnWm19Gj!=ofW!j93+}8}v
zK`3^I2vG_yWpZHlW4<z@S6gcs9iqj><@D6?odg>2k3&==HIsTb+dT~7^{BZIi_?=R
zCtgI={*e2W>=Iv%vmgbQ8qJ!gU(vZ89J!1WB+bfP=XuHK7u%(}iPI=_FkyXV^Kc6t
ziNB@}d3Yak1^AtzNGmnJy%%&LvP&+;FD+M(AQM9;gs(YI2K+EFEItF)pns2{MBx78
z23qa`S#B%jYJaS!2%95|gn}sGo%@x%>$`hCYz%A&Y6uz&zOn3aw>HT>W+|fk@VcWZ
zr3LXxPIzj4>QxzYT**~O=hOJ=N@%)$f5?lir%RI@{t3>vgKr=8>TcgEf2xkCmY7;-
zDp^V+-sL*`p$AETZij*;PL($@IV|s>^p=vfJ}xuPhD+Q?-P**2=tnjR8d3V!i)Y>o
zE_)x~eZ0jPm}=a>{+fUacZ+p;;81ovS#Ka&u|AAgT(PJPK5U!R?wBJmk5_(6Hy&HZ
zt_??9lNN<_v-@zIjUTroUl`}B+X{vL@+oX6$tWX&kUrktaIS#uk}fs(QPblQdP1To
z)L(8Yd`p*XJ|f^~Zi5QMSTu1{vR|?edz7<*<2*qir_(;cf2EH~ytWt}G7wd(*7Pqw
zuHgDL;PTk*9=pF(hX{PT1;DR26>I?8e^<`Od7!R^wuRY1@3boojn!732ilkiRmbLr
za2K@~vsWdeQQ+D2I^L{`R)Cttet&721;Z6BK=eyI{R9}(*|^Hmxw$y2iAiE>W#|ga
z=bRPHuuY;H#+>N)a+8G{7t;3jxbjOsmy<~kSsc-o2c<n%c*?=006C7@7*<?`T^X5g
z++72JMa%x}3|yugxl<)(9?%iBfdj+3?XnJO3!HGCcwYN+@rp$H$B3A?{z+5?ds7t)
zqabUNXPAHF7Wy)qW((>_$*jT&I>SxLjBLg`n**6fvmRDxmY+WKHSad?SzIO2Qne)c
ztNy#0oUkVBuM#HXPJXq*VTcLzbjbZFUZoATDPnoN#o&;r;4ni=<Vv2$@g^%;UhnP2
zxu%Mx4J^iHBttp-a;flM`eu|)Sqhrsx!fxU^Cv-!K_w$wj<r<Ji`O4guO~nYrje7*
z__<faxID4;(KU9r%W#7OKka|LyV(*a)Dn&?XpuB_dt1AL<!tzpe)N($r;xBcz-9Q#
zl3j{?7W5C>KtV*%@-LFMyUUc4m4#Uu@XfncUF}p-N=mS&eg9lHQx*OtE@<guaE|_X
z4#>c1qg+VII5)UzVK>p}$y-UBPdBf5*y5G-Ak(y-j;9nZkg)O1(l<xB7r#@!b$R`k
zeiVKsYf}-eKX6|=v{H98R3?3VXIE{cIoU)JY!Bn-;y6Ev*lIKolkjeo^BVS#Yz?0#
zXl}q>(ms;eE~(cXKv&tJ?&=VH3Q=xZ8iXP8Htv1*W`SAuZ$AO;sd2}HB%yzDBctQG
zPz64O-d|ViO96Uf?Bi|0DF#oEHeLSE+Guxq!Ag^w*%?xf=9Rxu1YbJ+HN!bbS3xtc
z(yWUZ<E*&rePH4Z<q3+N?4t~t7GrZu4E*TM*5aKS1tH$bU~61oG%L@T$)SQRkL@Cj
z3*pdjLKw)g%~;!{4d#X~5Nf~fKK||}lg`yWSWXO^(czvS4=~}QuG4d)9wDSxE#VIC
zw54k{itU(9X}3^gw5KvvoQ3}#Hy}N*{Pmt>T;Sv}Wz7}~H%BbP7>TNXjV^aFuUYI3
z?WnI(evjNx^L_$Q`p`zo7`fp)u@Hx_m15}-?84Bz=%)!ZILGe7Xkv%0SUc!0iulX7
z=BF8lcY@+1&-FX-lNGB-uv>#WmN?_FO5;U_uEL6&eVEYc!u*s)G0DbC&ktH`XhTI|
z3kYG+jQW8!PFHb7J7FVRO^GFJIqY!Wepewk*Ht>s_OQ!#K>kTkWKu0}%+zA<D`a2!
zcM{!3j)sC`JO<H_ebMm--}T+}-t*X!5rs%E$L$nv8lvf!h~E25Uvd1v`64PKVGv;u
z(bqjDg0Nf&Sfq;2a>7XkN7pfzI+^9CsgtU+z!5nPv!qeQh9nPx8HbXoVWiR4T}K^K
zKp-%!9txO4qLlYQ5(Xm}o=DGhh)cAeAB1K3DdZ<3TXmK#P3Ea7P7h`f%X*#Nt1qJ+
zU@{LK6x7lrTB*wupA3PpmYxEvr8{2qx&4ySLOfjj_-qr_h?z=9hV*(r3Mt~Eu;Q@8
zcoCd}70;KiFcEN&4so#^_s=OZ>PnRBDwUX7H7?p<$M``#XXvvJb4FFN{Muk&^cT4_
zu+$5vGGLM%`dde7GLQS2sP~WB<0<@}2Ak>b7VW(Uiw?EmHk<RqCys7cNABU8!YiQE
z-k}MmHS(W4VaBamQsO)#5e022OeSLPXy1sX`^-<ecUo3G;yDx9iSnm~=KW&YwulTA
z{eeZSgp7~#yivt~xH+E5v752Swjn7{E7PCtv4;1Pnpusd!onpUm`^0&vPBIjff2V=
zSGEH>?YQOTi~Wg7;auE13!m$2$0R4K&Sjkp!^zH`+50Nx?1hP2u@2=rL;3fPj`8=1
zU?yDhK-IXN%sr{(vIdLii49<py~uMeOT({_(IfLE@(}g*^i^9YDQ0KJB4@T9-;;Q~
z+#ees0@M1)ltsu5cfClz8{!?|zK2Xr#A!KiNm>UDtjZGRe((uCysO}*#VRzmIvzOO
zl~kj4kkY$R2_7J2FcP|~ln9qo=xPTkCrM5z?1Ns3eRN5Y)#TLzDy;{lJOL}x;#d3_
zcJtOqwdY`GRDN8=W~)b&W)&e|!kqA|0JY0vIW*8R$h(Z2aqCE63Ey#YpyMAP-bmWy
zbZL2FzBBiU5&VAX5A}3wl$5O(tj$Q~?*&~IOCZUFjG5G7f+{6KRSs&G45KZ8WFd;E
z!%@4lyC|`fCi5N&HNh&#q&Kr<gcqQi{RCIoOC=LtTO)<m)N@P2PkV^QXt{}2zZ$*h
zGLy$x5d~=%g*~A&w>A<7??d{57L`H&_GpWv^%IlYAO|J!f^d-F7a30idxq?KPT@+P
z{`X&z9Er-&Hkl`G8Y)kK%1W7Tdzt0z<yKDQ>N}=!#^dE{w)erDOV)(a6BIHfdOYh}
z4a?oDE`eTRw>LI2>7nhMIwF`*PT?a4y1a=aV9!(qSzFSb=^B%j{RrqqiNj_sYs^&V
z0-AvJNF!PvfQY!P3iBwxMk0|A)Gf8^M~GRiaWRd=K{P$#Hu~4ir`jDe+B^>|IKd1>
z=%g_ULfKFTIQ-jQIrMby+d(4^E0bU=TRDyGN@~REf7W(kV+7{t%;$nHz*HoTijT5o
zPHqlYR&@Gdry@I=pn}q=b=w;~1a^3W=J_sn7gtvw>qsN7GvxQfHw!gX*wkKp#uqmx
zorY9hk1(>;5smRk=ez`l^5Cu@Jkr$8T@5a3Od$PK?zw2IGKAjYeNL=ayiBu&N|t6B
zg1Oj#wJaz}Audr)?(u)y6sb*coCG=7qw0;iT|l^_g%k7q-m?zi3Krh*V$&C61OIWd
zdW~?>IStqKVJt|Km_<z{zD+X<`B=LfF>3XDu&)DR<N{#%Gu6}eAeJdVS8}G;duOgG
z%WK0O^5+tpA4F8xlOb>X7Dl^rSupq5Yy<GJ0{6tqRcuElzczZx#I$u&&@ZiZ^{h~C
z7KX5jHB{@`DavcTfwY@M9v*~l8jEX3Q`l?Vp1m2dbqbrJ{=vMq03Z$Ja1KKE`iS4Q
z7eUYpmfXp?WVb&cUIdUWd@c9wAtv|=XW-#)m%+v@clq5Re&@k);dqMz_715SiWY`N
zKOG@=_gcW+`;d-#S+X(6`yZ;QPpBHad^@apmx@8-?w>s`z07O<A^|qjl80C?mK~_Y
zj(&=P3N*1`4YV8a;X`!D&86yki#MkfhH^|JuAhB6g4~~s7vaI#rJ_mP{FcTo#onV_
z{)Bkfnwe^A(AG84x%1@m>qu1fxImdxI;@TrRMzJABjY6IWX|YFb!e&0JfX0o+m@Z7
zEJo;o_@G?0deiHBR~1%h=AwWTZ6kClY1ET)I=6+~->rG?|0r+N(-*<5B=%%TxV!iq
z6iQ%z_jU|KxPZM*$@hSGt5cg>tFF#!9IhW_y%fxH*p%D$zEhQ=77--Mz}H5w!s&nj
zWm|UGR(-BByw)<tZvcZ1z!;HENNldHp$65W&`Ry)%m7AmFOr$lTme?Rs0MnnL4zD_
z)l~|`k-aPqkRm6OsW9Msdn_atPoGg6DsYr>S@Ai|D{NjaKi1QEEqda6YTa_AIfUTS
zoYhE<Hc6ler38{kh$U;c<z#B;?IrbPkV18~%+uvIHBb@IfNMJ6PVI=4NnKpDs+&PV
zXK)Jx+xB*W*{fEX9;<0D|8@Uxt-n`N&fCTd;8scZpdn}FOEQbwf~UE?dRG)WCNsfy
z!|m3QeJMwH*FMwJ-Muo1CBFgs)zG_^X9d8kE9(qOT8Gi9K%l^L8{OYfx~&~2P0(Hk
z`kwF>JIacw#Wy?#U3FqbRpTf3+E7w;c4)}(v3WoTP2%DH-5_c#<DkGIG}!aCy!7~z
zdc`gchloFZrd5?{<HBZUCx@0ZxN<v1QZrRezB$Y6G%MW@)YsajDtcx^X_AI=nFxp1
zbJcF<SJ?*5k06^#uBnE0VBU63kGwSGHe7e8v9;_<Y1uj0l&Sz+7>PSX8lnW8E3So~
za@s{N+eMgNJyPgY+8{uQJ|$r_j$R@DQPBKl1v~Ez5Ehks%C9R|x2qR*(wFWAUhZET
zuBwRP&w3|15#R_SL%3Xy$#)PAcTM`8b{%)_)in?Bm9wP8Qh_$nU>G{SaQ@d?YA%(<
z>19%2)VI3szJN||NI;3d#E+vsv3aX-U@<UJuU3|s$`}0E53G`=rmAy>D$=ZSX#H3Y
zuVTl0XYDLXc8v@i;*BItdU&i;w59m20a%#E7{}O^?Sy~nh_^tQW&f1e;@xYbp7Tj*
z7@vujyq$QQ2%FDu%Wy~LY&RU#Z2P?EgSnuD*`%>sJ+!twQj13H4YVKuEKAM3q8G$9
z_o|A~4jtY<ep^6=EW<FcUR0tc)183SoMaj{GY`A^t%8m2g5#y@o=SS;v@4XR+kS1F
zPuyYifdK~j+R0s<r-5CJX;kz=yQ!|`6ITvJy}I}I<8T)vc@t_b6?nltFxuLmb@nhO
zT$+FfkUdH>WCpdb2^ba!T=(o6q+|j?l8G3g#U!`l!esQLzyh@4v5A@vcyX+|6u!RA
zOLvH*``l{h+pEB9b``XVO`=a2u~f~aA$4((D{n6Ous|SH6W&FG>$AtkP8G5-azv<m
zKt9m7xo%Yp5Q`X^MWI$_LYqdOtLWtZ<xIQ4dN`j=boYv=ey7L!ZhM9lGm+LO%EKNZ
z234RtnCJ@vrXN04rddyPDOeR@c%UfYZof-LS~^?wnPb*WLw_P*nZd{N<yHe(NwV_k
zg^9HT3#0)Pw?pHU##`-LrV8h=y@Co#Fe^|{2u{8g|Ee{v4^@9&`6M1s==Tb7B=+gD
zasSoPPM?<5t9@MdBi3A~`gMLM=E8v1A$bd?3^oo{*yJHbz8che+SoZkAo^PuxH@-%
zjp=eyeYWh0cBfgd*%566Bn1c_s=3VKwZ?l76K<P=7tDpEX8<?+M0dFsoFJTYst=mS
z1a@6?XGMxn`1GwNBT9<Z$2X(u%g45&buz{Jd%a9xLtMu)iHlC%#q?ax>F_ICDxdbC
zF|tF}sKXE3yPEb-{m47VAsF5c^>6Rq(OU%@5oU41(5zz581}Ecy+SL|8=(2-R@mDe
zejU{@R8%FDEo1If4Gp^phpDvuV>7!Ci5!u+KM%P#Aha|Qj=d}&5^;KGsc1dmRwuf9
zkF0sSHl{67Cw3w|T$MCDili6oUcggpCn?yLlemqg4>gN<m%6#S_8T1zZaWs!%M`JN
zVILk`sik(Y;@lVUVrw=ulCil`3CqvCgFJl8m$u&ohNor&9jrM~Ze3pq>>c`}*P)uG
zIp7m_fye_x@qrE!4YY^LdX+Q}(zeei1>b~sQ~OE8DX$vJldSUZUI>a4HjyKodr)R2
z`X#5ohquFnGvHARw+Cg`oA&G9ZOOYP-DsVHcS)=X+3y7dLD2!ZfK%bA-?-NY)Fa+#
z6+d2)qYhe}`pUG?h+FfXV`XRU-RjkqvKuMgso`c!u{$!wNz11#WXHXsO?6F}<*%0K
zX1EZ%?!_@Wao$d1amV%?HpUj^`pSUPMP|bP21svm%FhU(a-E-j+!J;x&A90N+zanH
z!L>Wj_awwhKn~7CX@JtK2n`uEhFlw7*C`suhDtT+M3Ua|{rxyNTCW>tUrz{)lD|+8
z;h&lR3{4t65fbBFzlu0ODrC6_O2T)5)X6^@S;Umyl~&9g&2ba<2@pz)o$)U;_<v%2
z|D(F<Uy;tm{@YHFzlrc)MLYkd!ZR}b3l;uPhUA}A_&<;TSX=$l@Be?P@PAuj68}=+
z|GftPKT+QetS$c3QT_)J{%h;$KWOfMcAw1tQrQ2;y80iq`+udc|6^n7f3K?lRUh}i
zj=HeYf2rz!j{fgebq4x>w?C!qq=Gc^c=78vlivocBZ94BqujjLJKK9Sm5)zY%DWg3
zPn<~HURE5i5Fd)>(ii9_lmVPDl7ei%KRi7*GGQ4c#o*DUW#jdla^K}!$EPPQF89KM
zrlQ9bx5Fhld=7IkT!_&9?!-(_C%{-PAxR5JAn2R0Kd?!w7o18AoyK`s?(h4{Fd|0#
z0rXb2szA&WbcitM?LeITGeo_ZV?N=B_FyqC!Rc3(IP$~8Lquj}$v7We$~AAWE<VJi
z3HlnJ9eNT-)@M;6Q4yiHK@gDSl;yyHlxCB_f#hbOK_C%IrVPq)jR~p59aNV7)Ma%w
zRhjx!o`Lf#SSIjD`WxmD7$}IrI$=<d<bIJi5TL*}k)Twea>f@grB`c(Gk0Hb-(>T)
z9vVHZe2;iRd#Q8Z2uS2#ooVmstZ$%H;2Nz~s?)AXI!ka()5y9zN{b|Og;Uk&iY%__
zC(j{9oFr-L=P3*ev4p`f{c^jYdg%0_Dl*|;@;JRe<&H=>o)ox~9#>7QitsXg*;ks6
zsMoKW6f1bdpHNq3oRsQIITz5Q*b!1e2m_<+O{pe9L6ig|)FZ<u2oKTqPuBsDRS}i-
zXQ5A?#t(#Z6(Y*{fd&^Sgu#!v1s_fpQ9a<&2M8I0Gov<xKa<4o>6bbX*MGSySHZ9L
zs5YZkp%yigvoC}2bF2hXp{QT2R`^!y6mKHQb3U`Y!=t)KXR4>d?{ofUwq&6tr>yKO
z`>bS*-QYC(7GF`&YJ|(+=>e@H<5lUE^}Y*TibWO!39}yU-H>hErXy$6rfNshl_!IL
z3ny)c>YgR++Cia?O;A$yf%;7OXLJA!y$Q>^lmKjilq@7*YTECOSkF<nZ0I`p&LV%i
z@WKElr`lCL;O0lZy|-|-KD`~}57}gxN-0cR;+|vyc#lP*+HBcnR&xZCQ-tQ&H@9Rv
z9l=>{x5%UP$&$Fzl5}s4Dy}XR1AVG6G9@rVUWz>^YhRvbKb(*2LU^l%pD!uEZMH3W
zF3h4|uLJQV3>O6;Hyb`cT}j0v%cYhNgpBY^#M)I%aCWUb<5KgeA^n;w-XSy9=fpM4
zunzLE7p%zr5~rDw@j(mr1=TS(4bQK@sxk_858=%{`<~8Vc}bHUEz^yGvfD6t=+2-P
z3fd(NyTuvLx5aNb28_w&?RpN>Z^z>x#;8BM%r{eNr_J(?t7umRjisHyve0veheMAH
z`A3zn&l`@xrmLY%=&?{8=}gYW<PAc`y|TctV1}y^5Br*LvSv)Q412h$YSQ&jcaG_n
z&L-1HMKhglY7Guh@n7tm({-uo?k#f=>Qnru6UfU{nI><k!vW7=X?6Pp0{8nVGI`Wq
zGxM#FglV_T`v`aq0{6dgKECjJ`1>Ody}q_uiQZU9)%Vo)_b_~Apb~W1Zq@{_AWdF!
z@&G|oA`LZoAUBZJK_Nz0(TNq3$?9-fA~Qc4d8c(sALXhvh(Nh%11~3j9vL0j96hD;
zxF&kI_x70iCe4*6@H9+}v{SHhJ4I<cTCBP8zsT5wPW`5(L(m^~!s6|^qk$CsEVgJH
z(C$+B#IQfWyScJA+nJ<pq~Z@O&)AEcN9H<~)^)s~9xK)FIWJ&lkUpA850Q^CBtgYa
zh-nB&vcv!@KwZ^Vd%(Z}02J${av^}i4HhmgI^L{1l|Kc6IobZ9%wAyl^)t>jc2viU
zXNF-bgt#RGG?P)6P&DSk44kfHtF}97FiAK=YtPJSeo>*k5z&Oxv<U2caC<s0Wf-bq
zlyL*j#pAm{D$S(VBmL~d-_`>I<9>?!dqOSw8XOxKc3FBP8p19KB!r>T;+sAPtUPL-
z<c#IZDVGDyQmWhgvSA}0D>Zdc(H$Q}&e}Zr8bjPl0?iq={&NPBW@lXxQ%<cr!xB~e
z*ffDu9%@%;s?Ig%H2e~d-maNC0!>}_dgl#gmgiE{FS7*u8=qxg373JK-M~19n~{O_
z9GY4@J?Y;NC^3(a<<Is>dz4#&VpU|1*5ENggBBV)ds_9ZzH#^sw}=|2C=NcA&63Si
zDr{1hd}+jCkI(T!HZ!161FW?UiYskl&-JYPlR}1SRBa@kw+yg3*&7k{J$wXhVND))
zxHfcFcq2n}Oir)mDb|b6h3JtvM$>0?BCf}H93Y^?wR8tVFA(@Vlh+)cmw`2=NV5UX
zAYC@85(>l@3bwl9IcMA|Ma6bMoXL7W91xfuLf*<M87D+T*_nl{M;nQKvS%ZUGFtp=
zTolWX>u^-wJ{K?Q5{F5QySHxuArBzH?G0$O08t)?;^_Q+i3PYq!i!hP{PLqnUdRCD
zKME))9-JjKcSlm9b*TX7pz!dp19geVuGB?wCzhaa3(#qDDt$pW4PK0IC-*gaViVe^
zmdbP%i1&4&kbvWu<Y9A^va5+u3*MBTbWP)HiA#ugb`iiBaU|LEj{6sGDCL+wN~lLs
z4q6o945`w}-xm}CN;0@L0~J-WJo~Gez{j?c?%JL}4S3d6Yv_YH?+H~kHZ*JkJyMQv
zMy(UFfm6il(N0Dz)i1WRIn`aueaCW-{j-##@d_Ok@-r-==cL7+xayd>g%d_AltBVq
zs{wRDC)d3it0*IqJfh|j(LvpIg?Pa+2LPX?1l4D#;>CMyP6e!WO@HUS*Xo*4@G|h0
z(w&Yv>u-}A0ItwM$BGdZDX9>N>~#(6Qc&F3?B+bj9&8NO0vT4t383A<EPnpbOttC-
z3zSjGXe6Naf0LMzUU?E@Znz%~NH(W}`u+=bd{0-S@BuWxZ?z?;0{m!hn`kzVuWBoD
zC2vykvo~YPy4=zzYmrkWrBan^&EsOGkcj6Z={_B+Wt?a)Z2I?)-x2;lwPgdQBSFUo
zWn{s!zP>-?&2AQR5Bp<V?8->Wn&WU&S>uJ+L8HHrRj_pMCRTyMIoVrJv#qk-PD)%-
zDrVODchYn})WPB8RKHs}L3zJMk!`f5gaRz-l4OXNK?WxN7o62CT~$^jNJLL#IlW%_
zrP{f48qa<00`2CHKufY8;u}-A$0T<I?Y8ZzOvY5X(`ZaPe&kXXoM~M}Kw(L@ecuD<
z9xFhKKh2cm=-Q|J_zz5DS0geFAyx9ZUAa;dNAhkq_V`?nz5;``6Ch&GrYzuo#r3E4
zcN4Zbg1+~!P7L<)a;~)!BQ2zFK>8oIEjOo4fssR~r{B41JPQm+^gmveL8OG!1;~76
zl9!yk{VDlo%)3{>8YPeE;EK9dX9f%nm8MM7J!h@Zmh+4>N^TAdWEq67uoDbl>VT6(
z0yZF>_dmX^^nmLd+)kv%O3QZw^d)8AVF5Cr3Gh*%=;1~8givyjed;6A@XE)$KnW3|
zq&z0~#z#uNxc#t6(~b@~dv9#5uEUD@DBaaIWBycdc+)<g`)J%eX+Pf@eeyl+C`Jhf
zveaPVJFYW~hGgg^dnJUO7S8JdPV5HL;RCP|gD5m%u3{MI^@4`(k@V>L77_!4aUKlL
z^8Fc;&nG-72ZL(dofXQ9_O#y}0GH6`vtw<)dSBvZr4i80>2i3_(?#+!GVGPy|KULl
z0%q6aqlt}k3>lJi>->nAfw$ebcC%-Zl^`Ml3@sbW>by`PVBiFFr7{RKE%jNy;Z41A
ztV+1yS=p|^9QCqJr-*i?a{;ssgz_8%#&DsU_G?8v<K&c^orA_s`8#cxkdJjuYVQK;
zXjcndSj#l!xo;HI$A02#b89MN&wxb`Vu}cM)I&+bK>xEYS0mi|SPk92tKG{8gVu#)
zgvROHUTwl#Xm7I^Bg1L`M1I+MMdbTn-TR9Cz!T3{3{JQK!dzo<EL)b)rwy%R<5h(*
z?xa?W$E8@c6HZnDdu}{zbLADUu3YHv8qHmRr3G(I<;_a0h_h0TzQ&~HwYy><>#IEk
zx+aSZoJL)9Jt)+S{9wu81T&T@9%9Ho6~*?z;7qUT*pCRs0mV|n3JSfgd5<}W4cp!P
zWeAc)3(tJ#&V#|gxlG|%s*wi2BwD8tS_+w}vi(RGS}LrmRZgp|(}0^gquNKTLC@?v
zjp_^E1fDq;P7QOnFlLHRj6ifP5Ey7+k5*8PaDV6gEnM0hUd;<TgLeWJpi0UOS+Cmq
zcQP+3?$Y(7gcUMgNb)S-J*cUjYpfax?(!-<7MzZ%=04wzxhB5*Rt=F===OmaZ^5H|
z2WC<nP0kMT6F5;;C3n1&AmKA*q}3Xe@qJU1>1WO{zVoRrs4{SEVy8P*);X7x-+sTF
z>v;rwuBt&yJ1+pj`IZ5vxp&BtP0hb5Rfx8xtFKl`Tj+4Dw|>T6$ph-?H#bM*kpHG2
z{{T<C&(L)zWCa3A@Lyt$SD44?!<`uWg8Zy?1?xlvwwqtO3vf1jolM~XTg8vNe*;@C
z5y$py*B~Tz-Qu!Iv?xZD*6|e(Pv*ntEe-<S7SH{Kgb_{^+ekza%erGr)K>D2#}$U?
zunn-_><gnI^%g;7@<A#|2YSZaitmkh9sWT`G`#FF5`SW4sWT2vNW^dtlcW;`FbGv$
zFeMo0HT<6CvowI>wEfw(bC38QN;5D2a{8Y2Xv5r+&``7-R*-q;Vh{AhDsfu}QTu2k
zdP_kmQ=K%%W$A4H?a4g&D>6ICOJyiegqnti+C(guDw3gGUa8qXd3^&DzEg8#z4|NZ
z{dZTQ_6j7YtM_jzUoUe5S83d#Y~^{id;fJsxzGwuv<BDZN!$Chrf~;tejr>+5v$Uc
z#uEU@L~S0Q-+S3gQ4*c&L&Q@78}ad(iQQL#gb1}{DYcjoT7EN}F@<tNK0Ycor<h|z
z27`t|rQ?m05SphH8CUz<80f<>hN!av<lP^E6aGAC>W&1|q*28VInVBL&##AeXj)_w
z9PPY$!NPN|$m3F7kx8cSo8{cR2R06Gr(-fTPG=iO<F|HphlU@7251w5Q@JR*InBU9
z3>Y*;;<Bcn;t1hnWQeOHLkKCglCm9i<p6y@v!NyV-Jl8|xYOH}p+3y4hA~(%TVC`f
zlfmBKMDaX!J$pLi$6}{pudv9wmMN|@?y<7&?@1=!GV`ul6e>+%cf5rHoQw0U?aESl
zz4nFF;hk73$xU+7JC9lyr$X{@3n3{EjZQGEqa65o#NT&2coeB`=M*25*;P+L(QYtm
zz51B>LEzZ{xl6t}s8mH%m6RXzLc^$M)t7#FeA9xFx8MVn=6eSc!t=;~a|e-C{(+2J
zaX5c6BFW<X3<3+ey4^BhXWVQi|4Pz;bO;7fSm!!9Z|@mKVR)oOV<9hlZszE@-J*W-
zzBjnYBD45|tmnJkx_~_jN$AbY8NFR;Zfgv00*=<j#H)Xxvx{;d({;)*^JSIk_K%_<
z<&TXkdGz(}G21OL$)1&Klw(EijJtXm%2DNJlL7ab?(Ez#Sgm303ZAHX8Jk6Be$cZ6
z<{)#<RZP8vpypYt*h^??4fXBv#K&>Egz%Mi`<#UJ@{K!lJSX1UVG!$<qgA>i;>rO~
zz~*6bqK^ia!_`A`)7cw@726=u-ZfF(UxCJMn!mp>PS<+<*vdY;KDi{6my>mGjxGzg
z-q66M?SON_BM`#Lz{(Tb*Sl+n<a(08h80d+9NvM_&^<PP`%pS))fuv`(fgi-Uhm}b
zt3AH+2nA*Dgf#1(>e`&{i7HnB9#8wM?bnOklAs%5%P_ma@=4l=r3I|msSgLbd`F9S
zQB?*RZH0Nv(_|&4{KyLS{f3i<mfQJsK^Q3l!YCWM#hR;I!FLG`IZmAk%f4Dxx=PSu
z9QOkAgzXjM(eQ>QepfDr;dbj!%(v1yz$BfM*q~?cv*G%4Z60f*aS7O{;YHAt_l~}#
zR5lI)m$pwt!r|9)G0;-&$BEGVC&~cDUN)oj4=5tRKv*oTF3)v<K7KbH6i}|Pu#NHM
zgfead+VxLk6m$+&E&SG3EvT?p6b2fWNfQ$eHFDw0rI?uk+?J*IyS4>7B&_}FZ1C`^
zFH`YbvOAm~3&yyHt1Wc0lnQx(Vpz9{3n^<rD@zVIv~Z;D{;^LW`;UIY!iSZ?5DI^M
zz2fdb19l9_(&7U;$H*zs{H#g=L<uoUa48O{QX>86P0cG7w4%xO@Ih`1G++h>$?qui
z`;y=cQ3MOIQ#xXLrICuko`H(HRzeI8OPD@nZhpx~d-*3ZgoH<8pv7DVxEPeo7M5Jt
zN(UdT0n7>wNa4Q;lqf>Ff?0^+NngX73y63^dLYf6Xl{iYyQ24qb<*<AwWWMf3Xo9z
zEFo4X`5Q}Gwk1bpb4W6?c2b@rcmYd0b!I~aO09eHrCvmq??n{+3@Ih#rC|2*b3>F&
z*lrJFM2$!>VD?m#-;n?@z^ojbn^mq$#m7HZ$(<?FKxHymw~olAM)q~pUQ0+>RjIT*
zG}6JcK<xXonZ9T6SRn-zj#IDzW>7v;;US9f9~1r@$g&$iex7GMn`((7stup=of3t2
zpH6RJMfVVSTZj#lCW_Y1as(v)+}L4dG7J0&>}J-eAa-ePEqNz+%e7sw<=HUXq+$Y(
zNVl}+LY3Tg19O44+rkteMGN=8I?mi<mO77ljEGXLKE3qi@1kjCV9Zk1FPc_$d>3eY
z57_e{%3`J^F~e473812|WMA&xEYUjJW1<}maH?w-o8gAN3>-gHHUw$?p@&M#t^qf(
zcda7=o8I4Wm^k>ciry1`#69P~V^R-<{E!yQ+iS`s=!=DyG@{@K!**G<q2AHuxlAL0
zoQ%^f6Nv@Ve(+gNzPzo*q4T4sFbmYf!WiRGvN9>d&E-@@ZkE5YK8Pw*CG%(`cjk~c
zH^=>)7ep~-&A0>9<<bYdWrF>KekHz|4wHKHGHTdzoF|?7<*mkvMrzV>^df458acf-
z=58x$tgfLA)Gsqq_9J6@%*KzrLeb8?f#166GFnP=#p|1iezEkw(5e4vKkvWQssF#q
zYyYNHe^sOYh2Em4`>KLxWnlUjQZ>U@c>JHF>OYVFCRP8}*e&L-9mfB>;`ko|<A0>;
z|0*>8Rdo9I;JEHrT3pXoSKr*w{;$0D-|zpH*!~kE{{!m!3XuN??fP$x>R+X)U)P_+
zIIYoFkLn+A*FPfT|7CRiZ_@Uk@c92rg8bhr-M<{H|770(q|5(W*!+JBlmF*9Im4fZ
z)BnBj&G03B|2g`<7QWe8SpT_Zdcp<V8S!BC(SMf640;w$iZL^#mK={Pi~uZ`s&=H4
z){xwOYpGs3j%AIAF)roYa+PW0$s?x#7@}4MNtPTh6ar#2w|HppmrEad=hUY(YE)+4
z=h4gO*=yBjt8IZe#}wz48}Hi3dY_<3B%d=^roqhZbo}&lzkl@udB_}VplIPxK;iRm
z`kt`c_8-pyb_bs(ZMX;45Z8>r;ardX;mLegnKRq_WYO<vyHk6_hR0}QvHkhw@yB0O
zn(YzLLZGQsdi_DBt+(-QVcn3oK0j8&g2I5IB9JO6w&>*8_+*4s6r4vXo9o=>=Iscc
zvia?Zosu1L+pQ|~%$56bS7&|!wd>jId1GJWsdP@u#dh?b9B|#9I^zyH%gykWDX0qu
z24XC&WQ5Fg91K*{%v6qR-MdXPApS)f36=C_B2&}bGV(FGIi>un_^MH`iS;gyvu+IG
z<<)Bk_%p&h77^>v6|6R5EA#h8_8!{t4Ax)2^MPqsP-QY}&q7R(FHfevXw8S^D^nxB
zzkPSW7;sdBr1%yI5o4f-i3|vDiE6=JAXdUH_zUsWV@ifu_Du~qYtdGGsQ3#BIb#Zj
z8HZ{1757yQ&=~+#Bgci5@F-(ehAH;h_nG%y444@}RsGt%%Y_dKq6oQ!LV@rZ`f**p
z?+|_!;t2(B4+{?W4Sy%XaX}L2Lm?nAK)OX^zyKHOA4U`E&2whD(%mHFLac@1Kv11X
z8+|hn8VR0yhY82xtX<>v?@Ig3*!H#Ysou$X56W_Devfg8!h(K&{+U*6HlO=b8K(@L
zo503wTeZeL+<jbgBrMikUmr)C7CPD!0SVzg#iHZ<jr2Xs<aO-0>t4^;j}(-#Cvm%K
zkU0EJhl~C9E6{@fDR>ddyZ-KTh#Lut^t<b90BOJv&zJeI9|7D2UZuw+YjI05olJ&P
z^P)vGnW?Y!o~uD~pKJExZx8f1?pe;`Q%tjxo7$h=`+$r~q&q0zgLt2Pr-1E9iMpQ-
zd^E4UyNtIPRfc=6+^^0Mwn!(Rq=6dacnKMpZy9e3FxZc=6M7_Dc>AW>E+|6?7g7rn
zO%?ppdlAGsd`2A6{7#b{A5DHhZlKf6nCXVyFA~++XE6_D*u=esJ&Bjpa=zKfG)>E#
zsD4*GBCC~qIJ6*;M`jNxiw?9UL{v7sP!cXIlP^J&lR#UxNc*YMS6?e#NNDd@!l4s8
zr{^0sm|Rd&-g6jxux7r_tuhAt+t4ws1p@fT-5Iq(EB2ABEYV2SR2h?c0M%CFnUrmQ
z=Dt=m2|Ky|_tA)5(pjkhKvWM#d$vtiX509u3FPXB&@EP-d;{=`5IP-OX9^`<Qa`g5
z*TRN^$V%{J6V^JM4(2hci29$CV+?efvO_2+&egHKg}ILR0uIL_>1hNi0_KEZRCddq
zM#G(+%RJbt>LpwzpP}0u$E=4|u;St{1NS0j6Q;Ix$ju21)gnxSE%fZt#(2_ZVKd@l
z=Cx9RbSYp|n5*|wO$%axY}&A)7~gx6&+y*w0G;|F=s=_rf}_HV=G7ZiP)=x-;DGvL
zkQ(VHES$bpjZo>}%bQ>D;eIoHE+=wnOq`CpFx1>mtX4LT)!xyAJ|*ZPyDh3J=S@+O
zLaW<k#3*qDi^#3&*Bj8pY98$p7oe<(Lv5Nq_86mbHN1D1KRcTXlVqyOU|T1+Bt=m*
zs@#ny51bf{{j9n5dm<>5+QQ-;3AQdWX;dQN$SVc?)SNPJ0Uu8D^uCdavw{7QHUey$
zXWaz`q;o&9ro)8ByeDr(1cS3HM+_O4nZfP$$?DV{ylHo}Zhjceo(vXm%<4SXZC{ID
z{igm)o%LC)SA25v*_pBNt|LvgY343zBhr>@Yqz#p#Yy~u^KmJ{k+_T%Y^li7-6t-4
zU4sS;j30>Y+n^_Op`SQ6Ew$6$t|#Y?QMu!WdZ3+sK;mLui&0K<1>XL_JN2=@F#;>i
zpte?*KE@F#qR05bXLxpJeRHWus=Y1kr^$8%C7+A5`vnN=PSozvarI|kInO62?MQzI
zFW6|g5@}dS)z3+_QZ(Sbt~ZozFLj5HktL-oQd=8t!#dPzt41`C0C*#5TO%>E+E;Dg
z-B5{H14qs~dSy?+8T@<4sjxfJb61y4uF1>EZpKiiN)a?x-cyWOPZ69a;Yr^4;P>Cf
zKGiog&r0X$P^r;33YQ?*i6DMPJ+jlmg3E*zQm7P<_329)qE%X7YhRe4?{(GyIB;X$
z_UzkV%UMb-W+fNE_LE`xx-gaWy%IWPqy?J(ioZ+GTP0`vl-MnjCuWY>{JuYdTT!$6
zs=r~89yV6OOqq)fAtxB@fu|hj!p`}~-QiO)Z@+<PjTQ0z8kpk5WfGgLnP`-N640T~
z#%PeK5^ON56An>Vh-pNNkF)WlwT;u_7~zI0w68yCDf<PgKiuC^Lx;QoFG6LtjC>(j
zX@cu0?5l`jNO+NC7{=F1lrhQ-ho(EccrIMj^@xvlb5Qad7G_~Y9^zNfEJhu4F54WF
z{|+kMo9+I#>(~TTbx}|H4xoIy8{Ek54ak8AAPQiNyD8ep#(9bn$ZMe28H)7AAf#Do
z<*ItPOoFPl*k&S9LIHf~9AY@+%*w61GEL?Me%g=WZZ`ggl#-#>XY7Rf8aP_!<%C2k
z<K%e>XDO7nX$30_)`rwoYU~7nxNygS5x(O`NoaCcf+aGh!@-|9#~_|urlkY?!Py)A
zi~30~U#><Dlo$69`T<N0f^hi&3DOmVBVrOb>^f0O+vYvSXvI;O(?yigvIiT#oGObx
zJTZ5kaRQ=2u4x~!T`5LO%WFD0;dL72u5VB7OIofnxBq>NZa(3}tPSHqD;46B4=K>Z
zVQaep)z*$JN=|^40N~seb>4==VU92}uyg{tFgg6rFYupi1Jg!j<v(=rRRR49$eMm@
ziQi*x&I>Wm+7bc^!M*_QCxv)@hu=(#_37&xxH4maKX|UeQuf!6${=G(+u8Y)XqXd)
z9qZ?fVaIeg)}BE9eE7!YcFa4qS!ArZXSfd7<4j@fha-s(nt@^OZ)wyD%Q9#Don&>~
zf?hX-MRG}<{0Wx98`kymdsoNkQ42zEPOZ^FfVgf5J^!#YGGL~89oD_e<l$ZVqj$X6
zBKkbf)PUUE%mL5T!gelrDF?0G5T_$fxcd@pc>wU;fx{cB^=0^JSkKx%sJ!FY<G=_Z
z>mUwyK{r$*)+(PYePc$Xl&*+k*ddtff!-Tvk|T?C#ZaDv;25W2g`y&M#sjz;ck&nA
zjV{>iK4R5&JSSopQdn5SyA-p1YvAoY6qgOkGn&oPLb_6Z_~izfNk04uEc{U;&S%!Z
zfaGA`te%`5T#c}&SU0QkAc;W%VbTzM5&5dsrM;oF9IdWq&>dUiuvna0=CnQ@M6-l<
zCdkjhmtpX{M`-hBU!>b=(k=4>m$op5+s2d|m^&W(sN4-3s|?*{zG|6|4>OP}>)NQj
zBhy>y3Epvu(Fq8r;x~RTyk{SWr<H1kMWdWhaJy+7ic}aspRYjmZZ@N&4jy7T0*5?a
zaNe;d+EUM!Fg-LI9Mno8)Y|3U%4L|56U>^Dyxg)VlAuraN`4PgpWCVT!~@*=+{g|$
zadJVLMPM(kJGsVGttkBr^n$K6AIR0<w~=pkJ#DdCh2al6OyL&3;!6RhPIIoYN-Iz_
ze)T*<`I^*whmcwpt8XtUn}xBi<3=ndHy_^#&50{a?8LRTg8FoGB*Dv~6%J%uObApz
z;bBm~R+B**4RjO%<0@CmdHK%5NfI_xz9~;M$d?(cYw)LQrNo6977mrhO(!7-z5SXg
z#}^F;Qzit|y7o)3NHxGJQ2Q)%<^|d7fE;|Q+0ifTc5adn;2rf=z9u|l*B>Yi+*t$I
z;e^AOI7bVtf)Id}>|;wAK8^nzAG=X>b(X{dCh->5DaUobsqDwzfw3ckn8;6PRHK5z
zq^rqhuOg@_Exw~lR#1_5T2<Z9bEuO`i*P)n?iG^YFES{k`vrjbAOe=r=^NilmNt{m
z3@_rM&`l(5dvC`+!_lH;NF-i2Q$j86#=WDb)>W8U!=j>DK5tbJwk<HD0Fr@(J&+G1
zHUHwCO-Wo(0b*RvDL|Gwbm95b3F*rK@O6bJSm3vmnBpf(WTjDxDpJ%52dLZHu4pJ!
ze$^N<O;^&=WPCP*)3RHfe2N_+^XWiLvC%!z(SZhfuUup5+}e7ye=knAt!hp+{)XAJ
ze5Zqzd;)r?9m}>a{APIzphBetsSlHUTuf#`&2!IzMory_%0frB7dcY9C(7<~#COA@
zt`wb852az|lcdyk3ZX6;i3<$CTr}325s<Jb7dCHHu)z^VmmyKWC@+@`6pSa{GpK2J
zk8gr!;7TEy6i6-z8$KpJZH&o;B;0F3vVNLM%~x(UYMC<*ifz~#ASJBEC`6YTDH(|^
z6fL(JLXcO#zP-pkSHW&CBXcfu`P0<OSB76sKuNv4qI=Q%<o79tV2HGl-7<t~d9NPs
zvYaeJ0^iU8>1%o^GlN7KK&66kGZS)}e=d_s#--!6TBYv|>PL5<PUU_>{dhf{YA$7g
zkPkU`LMumoV|zF7h<3@Csi-9jwr<ZHcfzVfeN#c78L6en>^E&TaT9T9jKT}9@m-ec
z<xdYgg(U=g`lBxUv_&(UR`YWj*2`*onnJPVZWh$VTw_g60+aO3i>my33BbXKL;u)F
zj;9p4ai#N`W!YmbW|@kj0}@3mt7s9#qH(^aBb?i9f-@akA8XLxK&w4@>v=i?do6xC
z5Ue=iC|iJ4zM2R@sSIWdrXg-h!*g{Eimg-(6J!gR=mC9X<wj#ErK1$Bqf1igu)2!L
z1>`7;KUc|+yfz*pxwm4BSwL0A(k2rgUMXjNsnpW=NTTJmX&s|`MH*90%gl4vK*qzs
z)L96n_39vJF|q)nB<(__jg(_#-)DN_EQ7cMUSyhDW=~mQolyeCNRUN~3P>1D0W&8W
z;c4X5WRjsn4O}e7VYId2Ve%}OgiCT`8yBE3d-EakW>4nhnMlS_)$4nW$OsA=Kz=lG
zYLdw<7{~iw!T7K;e%}gef06%HrSkIIIM&jhq@p*xJfJq4N?#96W8J)o0}E#UC*Sdy
zO>Vu?R^ay)Wo>UfI=vm~$gVrSL<V%ya1>Y=7O>V8oJQa}zCsJ3K1Robd{ca7S$-vc
zv9mffy^eDTW#SW^ySsC=aX>fj*CoU|QXX7-FIS7$GASR*QF~}=I!Hh-$=l1Q5*!_;
zHP98!9%qRLpYC1!wlvQ1%f`AQO#C06W1nx_sT`50i}RjIv~|X6V1S7=-0Td5%Ec3j
zm`B-=44N-yTxI^{JfwhLe$+)^i{qo(OXGCI+$<lZOzD35*Ul+qS^B&$F8<c?oh^jX
z0BbE5o80RR)l%zTKKjJS36qYnn~=^+J-dZY0lTy^fc$p_yR9VZ(L)wZ&<08b2_i*A
zLyR?miZZ&aOlbK7`O;NMC3Xa}O}aCXwU5R_F$&Q!6I}dA1Dgp5ne|PY3~hZHCWEEr
zbo|^LcCu6nVx$A_wc!)8hS8137bTg|uq|k&{QktOf`zkV;@E}K6JXNIgbHWOuNF*k
zS(yoOKt<(9PD<D$5^@<JK?l|>cWSh6J|J6Y&%0yk-hxVs=N2J@dFrmnq|=>G=2c94
z_44LRKYNespZB3nt`li_-fwzK!ZIvJ#1EQ#^a{$0DXa3A^Jr&Reksc(GeaZ0)CC$F
zY^T}dRKb*g|1rGQ!JHME##ga~7s8okyEuy<jvpswN?szx#RZ;jhmT#DZ+(I#VaD9B
z!Zt*wOm;~`g2{qN8KSHxL>9w?CqZTjqRY6C7jc1Yf2SjGV!2~vnw&z`O3<d;V(1Bp
zIF#}>?vYq0kf`0+W}&`vxwejCIxv|h&-L}st$g=f$BvR`{myXesHq#l)Kv6s=+WJ|
zrFrCi+vRgfYK0S8<@<SC_^1`wsexN^;-XAexn2{URWFKpVxUSg#%(f;RDKV}spxBN
z-hO&Tc!C-=39K&s;7@vciNJLvY`U1$jB1yu@RM~C)6vIxOYyHw%B<B4PqvF-+4??(
zEXt?X1;IuQ5KrHB4W36EL}}(7VB$-{Nv+wKvD1iCqzH`+%J3iSRuF=DFFWxC4N#y_
zz8$}JeOvPqEDasP6Bsa6bJ#)^j8bD|t+>4MQg5Q!h*(Hs<q9a2WJioL(rQ=J4_uHl
zzvql;npTRwy$m=~&|~5bRRnJ}x|xblgmdNv^!7WHm-(@WgjSYCk|g<AW7eZ@D~afg
zIb^pISl!TEYbDv&4dJ!mjNc89!x@HNYTs&T^m0>A&(MAJQ=>SvGGiQMqOrz7;&>gf
zZ#&hu6nA1aT@Qel&%~F-lLLWJeo>t6rdr!9WGFQYi~~Rldb33kPa30aevReAiL+D?
zfl+aCa<GDD)P5XhOhvle7v*WuIPEz`2&Vyr1v;@EcHRuEv#BtA=j?Ff7~p=&x{*o3
zD(u$JR2ttUb6`?~^ne;vD6Z>mOp&^R#KkM7ORBx_4~oTM>V~L5PV8q~Uxq_RC5%q1
zjQ|PX4Z_-Raa~y`@g|Kh^^2=y+H0l*Wyn4+uPBt&21<)($?_mpEumEaADcyU$qhe4
z_(Dd-P#`cC*M%@KfDc~t$%3mdV-%KE1YG*?8yaf(6T&<qvGj@TLn1#gp}7ftk&7Or
z0tNzV-fQn6@62|+WADTUQnI8g!)(d@Us%c_21d*fo%6LwLj7K_<h`0QmuvyfU%O#7
zzR8Fy<Lfi-QCTPi)UvW>xMV^){~};DtD?;3fr6~!%zS2feLX0Jl&0%@V1Xuw3X`1g
z&+a+1{#_BOTlUMcL&%z;&Kc3}eILEPiim<fh$$9H=6E(DOeZ#K+^YH02Jq^-No%gj
zbCa}=SO?M>gbVo5yC5BI{HV6&V_m_D1GTr}8-o>#SPvuy(Rw7Y4r4MD0)Xp@TlERI
z6*_CwTF;HKEkJYd+t@W%tw4mm&!Jzto1mR+=YUq(B%-Z*XK(-fwu7&J;!`NBe#K>J
zEJ%F`3wH<5(u(DvdwqU>alONjgT;|Ft&L>gBCFY|6}-7)@C^7h(xAB5MI$J)oupLv
zIJtZsSyBm1oRqU5k;6>wi18ReLdIaE`Q+_tyzjX?*pUi^1>0(VQDuJ1ZJsux9|E((
zDl+b$gQq1^0Tl<)P~q895}f4cTsu@}gRlu5zn&}0d0!tk98@%iQ{P*T*O}`*&%C>h
zN!21|ahgNeYe9ee@}rCWK65EM(?R?g{B{zw{(pFT3#ho3rBOJ61cHX(&fpMyfWh4*
zxVyW%6C}865?lfVcb8zn-95OwYu>;;=iGCW``-7x|NqvTwWe23byZjG>Z<O&Yif5B
z_fUIU>MSD1+pGtEo2+o&`PM7tuBo$sYfeYk0EMn;cNyH`A#}GurIo5oAvRU<p^Wv8
zkdEdp9d1gM$;4@iV*s=9@``&2COkW&4`n$J4Yo?Ah!Gp1Ja1zQ5rORC28}#p%&f}P
zG`J^(Iz!92zb9dzwGufDLcf)m0CKU0Zq2f-!<(nfnFlL8AUj@RoH?O(k9Gg;*;kX5
z!MS_<*uaw?iPu&MmP+a$=3}5^No^MTG<(chikBG7zc;7G?#Cm<Tg|JwL|F=UYNvKT
zD<EmOz-xBMsJh)!ufj<zc{gA462p@l{#uyX4ikvZihFBRI|R-2I;}nqxcBY*(yOLU
zx6nI`3}>J8P74|*{eu-VWk$DV-6eBY7F|(_!7JsAT1VDrfbnSbw*<387#d;RjFz{>
z;~k=52Bv}XP(&|&>SLk$yl@P5Gr9FK%f@eHpg_-EdP4<0-A@-1fDZztWsb1ZFQ3D6
z;H2vK`PsGdfn;R91G%6>nYOJ8b)`4UcV1=GUiL_I$y=q93Kh--tJ74re<LfSyoS9z
zVX5}wBoKv16iA&Q<5aqN*u6Bs$Z~U1)KzSlQlCnfPlyh9M}HwX<0OzJJ8Mc$mD5wa
z6g~c##@I*ukP0p#SBSKy?9AUrpQK*1=d&(L*~gPmLn5o?QjUil;pW$kH}~^Ydb>Y`
zD}M?({LH0Odc{7I#hogOqYC-?!X4OfC5%!_6D%FyMG~LGJg$URHEE>qeKoUU24T^I
zo~(xOXh#U?wz;;e0lAT+t|rIY5gPRKqqksZaWVJIa(PY5b-vL=F@&TCnjLIKC)wU;
z>ZFn$JDPb<YbV#mny5N%Z@6Zq&1_?Hc$eOhyZPM`obACpm3oc$DO|G6PnNFuk0UwR
z@NS@Nov&1yd9-ZNca*T-y-v6>pYM+AMMN)^{Nz3&UfRBGv5dCKEF_K2`1qECk%O%(
zuk5R)!p{s8kzG1CxTO8AAD<AsANsKvf+3ABD&bSH@&Y=27NQVOdAl5W6>eQc+z!P*
zn_zk;Uggd@hQQ7jRf~L-hsqX%R<&+PSQ1km5A#7LqpBK5KWjyOIKZrr{w8LR_)hKy
zvUjTdQpMo|czd^&w<V3`8Y;4mAzc2cD^p2Ztaq(st?41yVms*~x)!O%>L2~+K}(oQ
z1OT{M`t<5xDFmJ`X3E49JjDG`)lsrL-Os@Hg}QAg-$2JHL*6j4XFfvSiuOqX?Iez@
zl2S0(nD(|_&9bW<UMu*gbTZ%^ldxeKao9d0Xy}S`_N7$pq-}Oq<MvibYsIorYWsk9
ziczx26K^K*7E(1c^8mPE6Y+GY-ZFcpR{JJ-w5MzFYS@-?$1hm}+|P_Mu4v0lxvDVU
zt(uF;=foD0e8KM($2Nd!VrRggYnkF<pp;LEcxzJq3|jmCQ%6hk!v6i&5NL>E_q3g}
zQ!nTU(OT0aHg1;Sq~=wTBTlH57fThX%^An-kX?}}QA`Is^wcvHP~RiDUyZ%M%0;({
zRG{H5!+_i0AKDfv(fG=3_loD<XnA4C;G4G1?28v4-hC`e?@;Yj;zu^qhXvFHXUA*}
zm%bvyEjG@!vv8}`LQ^cP*@WdfrY2W`tZ?nLvB2{`z>dP(yu<Rk)VU>K9`bh1epQNi
z?OFKQxboJA9SLykkAB$y8m(<am)8&oEqRvA3gHiZnEE0sn`_BYqkv0JX2VIb{QQW*
zufhTz*H^!-{gYtY=vpjG2&HK#gLH1<wrQ1A1m(pCn+KS_vFZS+F!egfBWK7~D?r#S
zuWd}PJ}#nqgLGB-97UQLnz+!2`(@`16Gn=U5<;P4_m70z7l=ncv<bwlPMW^=H__b*
z=?&c&2NzuX5&J2>xYy0y2;7sD;Cyci(<Ivm%YlLt>YU!dFBjW(%yXU>tq%0J-8n+Q
zdAQ=+s_+#y=Szj7a+*SS&NSX7R{k+h(n?@)<!pB1Fimi(VO3aL+Bz1IS`eug5!!f;
zSm&$-Mc+<e{Oq)qh<>qT@4-YYaU@=${HG-%Pv7z;TO%MtKgYN`#cxMtf!x}cq3Dpg
zakeYmDw(wM?vy8m2k$QDw&C)d#3;-2gF+r78Xqg$;g{?c^q<7j+gD>eMqt^ZXETbj
zvJERGa%0xtUaSl1-4qsS$b2vM|8iXNy$So2Z~S&d`2!TjdTBRx0;f6thSl~>VPR2Y
zMQv`M1~d$}2AYu*w&VMV;2`4|s289rO?hcC9LfTAJE@z5!lVAuj*8&TwWd#8VNLBC
z_f!S1+`4>@e2^GM>zp)6NiE41?3^`j@2an9PCra)R7@)4q0UNDyULH|jN{>a%RARO
zBcoTtbQbfPC$+Et!5XAk3gVE@V}=%zo!joH<!bia@{prk9@F{ezTfCq^Zq<wi7!3D
zM*7U&<A?;)^OV+Qt6@Sp4KZ|RK>QoPd}2;CgRP`nEo9Lojm22%>O`50;0or|Pc3NS
z`Py*pX19t1kGcu*)|8S7+stX0SpQWr61&I&pX>X4leD|$BkE-O-A47!`yb7hG-6qb
z1SK7HlhF4YxHZK=2oQ+YsV%id`}g%IRe}EKqk0DPwmhF2+A6WuAI~e(o3_xvDW1<2
zD>pf%Xi#;jES~qk{vdL+`1SQ(L*qR#$isO7?U?3RQO3bL%wTlhF%~mf)x}I%yHLi%
z+;FRWzoeUWMA_ZSCy<-%=W5eL3El3u4sBfX`e7$cvgVtKHvJ0vW10c)@HpyO*NZU$
zMe?QX)}>Ha?^B4G6|RPaHjvfDVs!H1Y^{_2S?U7A)lR^==6!kdB+C6q3Q0t6D@fxV
zR}pTgx|+N9gSWA3yJoaDP&K*(9ma{P%fTFSQ-)aZMqm6qrp_Jb;+_4M7Pfsz638K?
zX&_#)d|n-L@qznjV>(e40hO4Gs!vmi5HV&@oGQhqjo5I%T$I(cX&e2u)x8Sz=IZ65
zYt5-KiAs3#4Hj0ea6}9F!wZ#0y`GEN;fvVvgBANF2FzAZlDaA?>s|bry9pR7z{f70
zrWO_c=`l&DCYifnrwkr)qC}b`8g&OdeQk)zRIK*+W*OXjt-%aHlcpsTavMT1jnJo$
z>hAQXn)(N0aw^%9rPAJ%FZH?I4(E2~q^Zq21^RY<GI$y+LaDgBg;7h5I2LlaztTiH
zbWE>c5}t9HK-_)vqPJTTJBG2vI)Ww=D<tBgnaZRbUX^N>b<DGvyNF{&5XS7Ek&<&M
z+Z#xYG&tO|3~TEk*U(AGu4~LJV`w5{2Qibf*9&Vwo41|jtECrtc3m2EzuK#V-_U?s
z^*q!|Z}vtijPhuNK4SA1xUjjqhI3<m&iiZ>@&$pe#CNMP+dEQ;37xf`*lV4&FMWs+
zEeP&N&%__}iH~c{YzQo(Of=sn1$fb4w-|}p!&V7>%u~R3xj8|$j;fXPSYhgp+k4~U
zS3B`w{i-%pCxnOU8AhwYPi~*BuEmz~lbc3lo<sIwa#z62cKlHqF58uIhvkLvbJEwM
zkvI4E4{l-~L8_lr)2XtLk?Z;1(9RJgU}k)ScMJWli<(Ns=31$J;bw68;FFYg0!33t
z&28JuAz#k-jG?9b-9_$?fjY_uoMokNW<T+LC_duQZF=5C5J+CY!l>B7c0b&3B^Xzl
zV20tGuV}EoDT%e+<zC+Kk)_jfg)g)&?^&{jiel@7vTW5eX~e{~rvllR_n^>+cYYMn
z*BP&p{>E7<1vNSF^0ZcViXOp|$;`kz#U>=y7V^9N?xFjR>yHc+uOEa~`Ppeplf6L8
zTD%zdHf}2E&+SM?ZDb0Y@`=UWjeRearzNhhKMoi%V$j!|WP=(g394nth+@Kd6OV;1
zy|_v@4d1u#`&@dAeY%=$(ym=>k@X*3zCgL{^T4CcGuX$658EIp$C+H2*K189Am4!N
zXyUe82>As4D)j0z$dS1WV_o<JEv^W52;;r6y0w?eLdLXe;C7*tC*e-<V9DX^czrTX
z-NlD}J5I|2tM>0aQ7}5#wviCTuXV`pAF|+YXh7)&(azRKGpkcSpv4#j-rCS^55-a(
zDzy@BP|t;b5+l~<jg7qzMbX16GdT)SuFhUHO$tj={@KOe)w<l!ao_tIA?zzAq{N_j
zIbf)*77Ixr2h|$M!|dglkM=vEgtr9thU&3d-e~XSb(!`*ytKmNA&SW)1~f5zwY*Ws
zHhpeMtXt5hTp@wcgHMe@otcn7fyswtfXF35OnOFEwLp<Qr}h<8nMMZ-1;@R@3_)%Y
zxQz_SXT}T+CneVoeXdy7GGXMj(E}SsTZQK*CHtKFbpnWoUhSO2aEG!WS^2g2{Wpf%
zA_NcGyB5&R<uUXv+Tk!wdO%7WJPz9Bnwk~mB@@djjTK@4ck(3&xK_!dGqut<cjQO{
z7-81hrm@`J+NSweR{n^4_a_q2)4Mp&15Hn#izXESA^1koY;i<=m&>A*{9~rQ(j1Zz
z$_{kg0h3$~T}N4IG8GOjpH4L5UB5us{>0g1sCJ>SibYF`)t1=_3+vV8G>f~y9N6wN
zBpRD(vO64z_4%=3e1w=ZBp!oMxUfN8|3LaMDfIKT^^_(n)veh?gY<w#siPBh!YYWh
zX!_G<ffVb^sd|>7S6Zx&>v9^&l_p-2X9q5Xx=fg2p9akgOeN>PC$KQ&%F+jW*M{b>
z+d7*b@4oB`168R?Bb#|j<?w$@L6hDS7D`fU{K<;^YOx95Ro(;gg>_8Ot-EzXljlnw
z_ww}<!<i;Sa;<9Jy0BKg0hAEyc{a825z2<jGWW%{&N=PycBX4V{7^jWEmID^i^@)m
z1vHGb)DHwfpD^AO1Av<OMB*xnBWg3DA-6ocZib-EuH(%@@%{n2p4QNDwl7~z@_~$y
z7)!6%zV5XK_=x1|${mX@y)2{8%GV{&1C4!k$<ra+_VXU1zgytG!kL9a!y~xsLGtR3
z<BmB8|0gVo<`i@2@HxNAY1!Q4r72}=D>~oTo-dhY7VPg53sBl%o+Dz-oAG^)mh7xG
zzV3M|9}Nec*jR8sfIg|0po(CGkn_X*m7h|iy)wSVg|Z=Lu*RqF`ObPo@^mJ+2e2$s
zuBRTF89$vHAO@Hb&olUl7fr2^_N1Bwc(`3~HE!FjpzwdbE3&Pj;CK+kd(clo>Ay=e
z>pC1iBAiRR`bjp~Y{{|7=Fg0w6c5Tka5O#9)7UM=IvrkF$sC>ZjGt2~jtr9M?9_IT
zi)J<-ro>UQ677g(*;Nw$$tQMuODg7TZCLOl(Bla6M~Vpt(q;!Lj)VFXFI);Dici|l
zFAR!Rc>!uD9^r3-=<ZtD*MFARR6XR>XkOJUf*Q_m4lk+`Sp+-CR##q!*du~7+-JQ2
zlfj0TcjS4OkltAxWGu<OKYSK<({)Nq&TrQGd8n{lSzbYP6mWPP$$aptlD4|}DcY|Y
zy;g#})or22c%yTX7CW$rA2%R4BXmiQVN3G?ka6URGNsWCZ9PMvL3KC&5HDeKv`iK0
z(!;QrNIKn4Tv6SEdo+wD@-6EpT$KSX+V2^L|9%l3K&M~|&bXt{U}OP-zbqQ`^z>qn
zh1FxB`&bw}7KV?7?PKBiSUfd2{M7*X3-(0zMDYYud~A4vnf!(PL~HT*^QnWU2G_@*
zPZXk$HS5RXiIM$d&GfN&>c#l6M*UbkAp;+4^nVpk(*JK|`2`t#5W-`UqXR&l=`qU=
zK&PUr2C#Cpu=sbO2}>vQxPz<%fcX&x_TQO!tbcp2{3%8AouPxSfv$rtES<cgo&)$O
zXF8R4l5~=WR>lq{00u@TroVP+<>YYzpBW0ya|Gxa8k<^iksmg+kONE&xX6{6-_gIb
z5im3{6?L;Sly{R-(04P}XEPw@;fCep(KWEvGo*3RwV^RGwE$-u+5^C6U~>@($Vmzl
zJtDZUyI9&-g2e#1SXx-wv%7GSKasG5>yKbMa=;UcgE<$u$~zf=gSEAVxv2vHNXtgc
zK*PXD4KT9PwKR0LwlfDX(1OUpUD_EKvC9bx|Is1%7Z<sSgM$q_9i6kYGp#ctt+kyo
z9RnL18y!864hW<HW6;>US~=*t&{)|MgZVuPVyf~NnUy{5lT5VWd`>!36*>l5db&Ru
zJtmymnc6s*T3Z1g8SCm<J34TYJ35*gu!A#K^$dXY3^WGJM!MiLzYPs&9tWO=$<Tn!
z5ZuPZXvp#>JDb0W`44{J1~5ZLupYoQb{RWs14n&BJ1%k&8A*VMiM74MzxV^#Xz4-Z
zbbnm_|CChVvH8zh01xONYTyLpu)ni5Fg0=&)O9fA2462D4LuVLJ+lG>13MFtoq>Uh
zo`Id7o|EnuOz_}?Nd@c-!DRm((!XK;jnvvs0c;Z7idN>}J^rouY-}t{^>rVI<6r!q
zi2lIgq<b8pzv<?GT3fm{@812N^<`=KXwZ*%?1I+%j+S6A6%+iwF_-`85jN2OOJEyE
zJBugZFwmznv@m>>%^p0+3}A^3^x2K9?JRY{maY454by=wlAN0p-01K)8*@K-9-oE7
zzbY1{kDkPCp=)K#MeaglU}&W4XyHH(9;qj6gMW>Ng(>&HDo=ED|L*HQjMWne?AhR9
zqx);#;D!bK4}JdUI{Noy3Em`}i`@BfDg@X5*zg)$drWcuTdMP)UQO|zoEkjgKN&ID
zq#wP6LXiE@#ps#nnHd<EfKT2<PESt`Mgx1{{}F?m`w!MGc7{f<^Z+K<$LZ)_9{`A%
znUNV_1o#(>5l9a{`}(N~VD$%#70eO51V4WMf-y3%(Sr|r{u9OwU}5>I1A6ck{@L(U
zVPR!q0k2yBfHBg8K)>RF5g5Qr*FW&+Sy+E(4rBnoCGbx?Mj+@nzKlR1Sma;unAuo<
zy+CFV=yx70^o+k=GzbX#4F=```n5ksu*SeIMf~GBK&(u^(=xHJ{VE?58v_IQ$f$qN
zGBN|1e}yqKvi`19AR_~KrT-@_6Ij!~!Wfwuf91=_%F6s349Lj(+qeOlfWKZFBajL7
z8($#vZ)3?w&-!>m_&?+WkMD1KVPIhWU8g`6;P3LWfPR;c_3wuH#EcQh%Je%e8~v}g
z#>fCZ1pF8Iz_PIZDl-F!f%#V$Ban^hKfqXj;|uoS-}!<C{FN_=0er^SKXnBJ-<bVo
zYhb1R#+Q-dcU>_u{BAD{Ol-gUAehH*WAv!{U-iPs2xR<KJ}~TY2cv(CFC+N#8!ZFN
zZ+;2p0sQUS=s`@s^~c2Y+q}WV0;2y7kCE{={V_5!{q7%(VCr9G2K(TzdU<r!U-6jO
znCXA>OC|=kU-6j1N45PbABd3wJnjBdS0Fa}-{&F5-{&hvW)SdKdtn4I|2D5Nf<Ual
zjS&mz_xXhd#P*vFv4R+X<H5?p{Hx4hwXppS=3u95YGG&x%gG6#lQ(rU1h4`DbaK|#
z4gjzM9v@r8tc<JyVC90JPw2!10qUGALTo}p%uFC=HhLByBMU!B06e(^Sp@ljd?4@(
zJ|OP@8bkB(QODjv*UsT-fn%iyF|xsuk_t%+|GC&AfCc(<nFRcOB?V8dKzi_f>eEV!
z0Dge_<31bkpO<7X#^2ZEe{}VaMHvAs62jx!4_@&RU>P4T_^AdK<M9Cu0De+4HU#%3
zXJ`+8|4ZM{{!vk2r96u8uV*;0VLknPXJ}xm%Wv%hPzO&X01((PS=fM@Pl8z6{2fmF
z<agl4r^+LSoV5e^#sNV8h-_`;@OWPbU<DiJW50hF?{RYcFU12p=l=uo*q+SfpW=bv
z1N<+=dz{DqUx@b~wD-6a{8!pz`+uW7hR12}*U^14tUrxU0DNeSojmx79_*QaT9}ZF
zgNXc-r97@ePg)cPn+t#y?AO0__DJ+sXY%xb$BFVcq{nXlL=t&KdNi;{+ZK^$06b26
zfBXOf9@mE7$R82@Bo_u#|0$?21K{zV;y3)qKK{i2BZk2QWMKyL``6Jl06Jld$7fAL
zeQN`-(><F0zi!D9U|o`n)aN2_y54v$Nx#xdCqRCW(jRf-B^Cv(9*x3QjiR!P$rlG5
zB4LhYFD9fRJo$PJWlg%<dP70msNT44x5_}JwA)D9F|9s1zu45%&h}#Km~l`EnrvFP
zio^X(#KYZ{)%}dp*ta6odg#UKl{EeKUOI_AJN%%!ldb1PWM{={f$|)9f6b|F9~!HA
zZ!Hh>w6k-+-qAExZSlzzxPw~#P`c);4XW?>3>P!t|0bIc2EX`()ktooiqQ(*70DaD
z;x?(iQqNsO^6iSfwIpZVK<q!MU5gE6OvSi8#d5k2(0S$C8dw>6a=CLOsmdj4{c%+Z
zez1I(k&uSqjH#T<-N_ujf|IajzmQdFD29JE*34+2i(bN>jbdT&bGWY3H+&Bh<ALw*
zML1sLF;{HpPZ@uvdW|<8Yb5Y7%K)?1f_&gReV;g65V|gQfic#yq(h?Fqz8OOAqu^4
z!=(j*c_U_6;hwy(*{woFx#wrq8Sb${y->GF4~ueXMspBoCifFFPST$I(C5hTi?8GZ
z0c5vKu}1o_zo1rtyV9-0t1SNi-xb$xY%qKa2XSgx+Ue4d7LhbqbTu!02NJ;yC{tuv
zZ3iiYWU6*_0`HS+6f&rbLXJrAsch<nHM?j*8h%j-$J}18+Qjc{dX$s__BtDjFRN8X
zIsL4UQaPhhQcAR~5m|7uQ|@c_%)B`ZOD^X6&Uf3br;P%6`ufgWBKrnoFjsqH<(6An
zJuBQl#Uel$$RObMKwnWTw=%vNT4`D6Y>|4FXhz?PJ;7_tQyR&^PnN#Z$qcGjJD5%z
z&D@)b2FAZ95@q?h{eqPA170zQhh3^p^L{0M?T_~}6(!C|IBkUfXR<s)>>qMdUM3{@
z4+B!j{8byEd#wps#UMyTsx=O1w*@fyZc)$$`_<W0i0!I9CDmbZ8Oi`jF5+q31zGR1
zDZZc1-;9uvejy6%<*?i8ZuW_>(_>qOTJMV93nss_E+o$;Pyk>VkYVi$s`Mzt4NDtX
zwO{LaRPA(2zt&PT&wGCHxd_{20w_Y^f)occ19}(yd|BtMih*~<eEEII_%<^Vol=)F
z&NOqrCGv9&$_vo~gBn8-){bSXDE(f$&lnRM2GJt;nQEmlq=a!6#Q>Mtlvo_M{3dY^
zS(zDREv;{v@*eBqlX*JtpEq0q1}KQ3#eiP*X5##~%(4B4UcN?5z~HzQ-OsX<oGQ#j
zdCxtRGj6(8`aGefSK0uL(4|oG7T=JEFj~A82_ZgIuQi00lx?&`1a>1MGrdt=q0`n4
zIQM~%B=@~$cE5|mhwG;BcWn)EA&+tKxf8+FSfg6u;fO8ykhF&L+;djgOaE;qnht+A
zE5Ad;M4=G|RsJ3Ey}<ZoZm1W{SVh!wEVql>QD~k8{(@DVX4mR7&+5#?d8f^g_PH7U
zi$(D}3P`!vpgd@i^tfsO?X&L}Xtqol*C2cZ&M!n;ttQ#DZTAAs#duu~^hN7UvA)@x
zn}!6L9)%FIQdIu6zIVrHsLHmzufyw!3=Vudu{y<jUD>Z&a}9ElDi$66C0!vPEiwd3
zJQ1*a${;LH5~wHj;hrx+lkj;wBsVwt(UE@v&{8}L->REJ5XX@88-*w1k_%R74cRk}
z9dAH+=M$7HR*Xj&!*U$-u^i6O`%QN=0oS$(IfVw2m~z7aY|jy{10jWBb5oaNvUsS?
z9+a5u7sKX^jy-0ffeA999MT`VQb-UXQ>ptG4W~R`?nOg#29_s~sRSH*)%DgtoHmWQ
zDKzYS7z-~s4!p&F$#=qp=eWgR5|?k0?lx>&=@TMMbWP;`IYOyU{$al11ye=_8>AL5
z5sE4mRw3Xy@ic()u8fe-T|(=NhK+5VjwO^t^s&dXoe3#jETnZ~f0KY>N)t8LYoAg?
zm@~@S((^F7;M19Ql6Y-ZKtJWFTWmkaF=3WUt<3k!9;dn++7krw>iVHJr4N|5{O3qa
zYMArLX5jt6ECETd!0GdpxA-!Eg2Hw^g;#OS3}zIOVWo<2INp%e4X;7|#FS{$1YIQA
z+uQ9%b?#?VQlGc(QT3A|mG-uEL+fqAeHD_z)Gz0c^vr<|Thpc}>~klmSwA%Vr=`!3
z!h%>G=^BG_CZkIQqvF3hD(Sa!j*7K%1~;Nq`0Uzq>5>^SlPNAv<9KF?bD%Gaj>jR@
zWeIwUu?L^lF;4F|xdO-u{ZunEs`q$>xQl}6CO&J^a;OQrvS(O4jCHEWC8&JqITDt)
z^t78pG^E=45MoZ8+2*Q%A>?O)dXV&E<)|{x#u88ZEJKIeK#E|(TKJ?|OhsZ*7heV9
z<jix8E1wsOK8ULECM*W{+{vMr2>-g-m~Ja6H+Fo5MxqOPbv^mV6myZiv|B^qRM+|H
z2vywqrVw9|^LX;;3z}8^^y|0$+|+oy;h_2=P!m!$5nO?X5PH7Lb>xU+5+X8-*+P<_
z;29Hxe5B+EePFNub$Xk?#^^>uz>8kBub&Vzocd$1Wlp5NHDw8aU!Ka)D2=A^m@iyz
zW-V#iZ?seLRvG?eIo)>Nb`nDKZ52)ZD*3`8fo$_jAWv%~0w~fF`xf7nuU6sb$3+u)
z$Vr+X!>AfSsOdNi)XYBS_k_}*_d@R?Ge`!h2ddv2!YjKH=p@ULTvqt=!u;q$_63sR
z;gQS_ky(Wtp!c-~rz*tW3dP>Com75Q#a!vmk>^G_FyIy)HA0t~`Jn|zELxhV3VQWg
z5~@f=4=2hE)x6)dtj11w@Fl~Q7d3`S{Fj;}r8Rj<j8{t(bNw+Trg4_b@VZ_Q?Xtqq
z%0+$(aDm-aSgPx=s?>biJ3xz&h41LgDG~Bkc)F5WQc10Tg<b0^>|HLVeSAh%!pR=7
zSZHy1duLlig5$7;nDLs#vLZ{xI~V-phq5(PDTCsQ!N&e+DM;smDM(ob90PpcWSGxQ
z?y|FPzkdEGtoR`X)J(Z|x266C6%Iia$EG0FKCz@u0&YR!xE{ukhmM))Me16y?`xf{
z?KeyA!&SRn6G_BdE+z%MfsJAulk?@zHIaK?%wBSir{k^PzZLi(&%o$&!M48eQjHMZ
zF$!htGQ+}-6OYoLoF*>e*;KI5TK}k>@GOu(2-XCZNx|+tWjXe{c2s@ybq5K+7aulx
zraariYPG36o~W7>8(I1kNNKnS`VB<Y2anZW|F#8j(7a}ZbFO$su*BC0=|Py+RM<7-
zwW=U&=Ne}2b>A^ZkCCYJ4x+|UBsS3Xl$EoF)r=8Ff#dku^!Eq1fmAv#W>{{;bd1*T
za#vEm-h_?>{OM5HBqtNquNC&gil{aP?b{~fn;qJPu|G(gTE<VtBQ}jU=EoXZe=yxK
zSW5O%$jHuQj*~k)E84Q4A0edghKXh3LTYZGee<bv#Fr#gi&cvNdP`K3d0k-@=0fQ(
z-Lki57@Rx${M876@!g9Yr;Z|i+4(^D9_R>8LPky^`+7by4}v?DpL(WUuJS(z`&ut5
z^9z(@-0&g7v3B`_N|h8n@{P{ZKPlfK_XA5@u{Ds(koNp{6KOwNobi_{a%!Oob}D&{
zE<lgJpm3%fia1I>N8`M1KL6GewZTo&k83KbOn7f#Car<5d>o&lpoTQC?`(mi&FOZ~
zH`jfIt>4td(b2~*DCMh6_~1&e;M(WLTAD;vdOoqSj>b_~d~r)N>^jVCNT~bfAcM9e
z@44Jdo)#9mz~ePm_L%K2$;{Il>Ymp*M0Lb$X=cpfE?jcCU)x%?lOpJ6);A`cyqmHS
z<|H?8y@tP4)$6{nl@^wwaa{QJfft7=38t91*A)A_IT(*Cu;65QPpa0z>Br}xSn~5p
zCxh*)z7-mE$MM@4>zds}^Xdp%bi9bUH9dvT!@GL0))Q2W%!7P4$t*9g8Vjgs7R-mo
zB9O%8X6c)mU0mqZ#%{0s!mp~cX@@(9Fr#8NE!*MpPJvdpyHej*;rlr_ai&*koo3mZ
z2<P!40>`P^o!@e6jm|xM%L?U-cWybN2;HVv$urT|>*La79X6oZk=80o48%!>D?~2?
zM(1M;L<d37)#g~e(j@It7?GBTF0b_H@_31pYc;)<BwpQYYV0ZM-pe9=d=n(M?2>=x
ze*!mae<roHeS#p4KJMtiOH#_$t09~r`lB2QXKY~2%d#ZCMo0d3S;-D62#Wgk>7{S}
z^S(`*gJ)lJ7mdPn^n0wyOUvdyvw3(o))8TcFy~&#IO1u2ALrDUzI;ulpFgi<+WU6h
z0EJ1s2Wuo*ax|7<9Z!&Pr9C=gbS&sFNlMmcgpzJn+QxXxD%ate0*2E3mHOUss;5$L
ztfp71dOo$x^j=kxM+^7vHmpXyKfb)I)yFsY1W3gO*7X_{Y}DEo)$1v_p^1Le%Ve5#
zM{y?B5rOU@$BhBJY<`SumEV^*FmBhk%ZKZb_!_Q=#y*!}5`8flLltmRTKqcG_bS?6
zij9>&wYb5P-d6EpdWLdCsfKQTnU$Ej)(2)*K|@4^6;JW#XKKN8q^;H7`^s@LZ#Toh
zQ{5ePyCpbz+82V$;{9za#sj2-A+J8sN}HLa^IBOCb*S)d$pw?zg##cX^s?pTBUE}L
zHUlJG-asB<kqZd-t~#0#3La95^rbs?U=0!32r+|5W8qPSM~p>7dZ?-w3W5Zngz&h1
z_+?B=L~zIIPCG+A?jy5{^alv_9qWUw4!1p#<Iw__Qk^`cZ%Uo1+wpk}TSPkfeMzv)
zT5h-On$#6(gm7KIdOdG(t8YSCGXH{#y|u`mZ{T~t*<^ZyciX2NRnyX#U0AeQ#BDYZ
z^=$3O6~B%2Olp@qTf3zvYZ55Lfw~fuX>rC<$hcOcax^A2J0CjT$UQGPg*S74bJKa_
zNd2w!*}%eP(%ErHYKWNL3)>zo2Lp_HHa@^Mb_UZ8Q}@8lI}4wV{O9J4b+Z)%J~Z0=
z{d6CUt@T3?VnPzucLf@CL|YE0xoLer>V~p#aMpPvOk@v|j0{*QXsad^+ho$3(u#CW
zmB$>Y!Dq!sn@IT!$)%0@eQL{`pGy8I;7i}V4KwpLSyqnp^^45hx&l$IT)T`=jkaFf
zDZ`o;!zp*OmJvr$QhxJWPBd)RLU|ENEq%>cKk^%`ioSD^0t8N*3hv>F3FW!fbGZ5x
zY`UgimzSu_>iaTh#C2-*i=RqH<vzN|nH?l{?r=0If6)Q{i0GU{#Qx!{6>~A7)1|yr
zG*!Ybmdd-xT?$Q!)2~A|LG$38SdR9VDKS;X-cX)9blHoKAUZgm{fd`-%dwFl1*ip+
z&G!b+%sC8^z!=8&#nkqS;?!1fQm;x8j7iMpI1o2$GinW1B4l<1<89<}d;GTvOIbR5
zE`)n`*ldc9m<-y>U6R-?4vdETcjw{NRRc#s16Ih>bF5i;Fq^n5Ud%B%b$DWQ8+yr!
z&pv<q?j9g!6*YVmdTs`DWhxl#MljX2KR{-u66Ns8xo(!aCNhF!Cq_;u3f76CdKoH4
zkAo}GBr?`9!PZ(7fjz%bY;HV+_CerWYac<iPkaVNEysP(dM3#wdo7MM5n9Rc!=Ze-
zjGCrpWa6#_Y?01&H?B18;KOSoPtvoeu;QQbi$5cbtd9YvKVu+&5Ar+)rye6Oe+%+}
zL&8s>ry$ScA5gyqRQ?{(68PT*c^<p@ljHw=kmrf-pXC3IAkR}^@K5|dgFMV^Z2!F=
zPm}rrILH&<oF>vu#;a-Z%xQQm|7RNYMVr!EctshC$|`242^~c_SNlhS!4QEyHy_Uz
z*KaPEFFA4x8VZt<M^r!%kO?Xijyrc=o5}g3xyl$rsV#AOj!5FTN)4gLKYg^P0z-|{
z#4@sLZ!Y*@f`7&hkATD|-y~aQN385ztQ>|Wb~Q9uy3ZZFoeS#pJYQ1wUing{VX9#!
zC(ehtL}J<yukCR>pv=#SvLfBLV0)cYKaPmH2xDlTL3)u<*UMTsu0;Kygf%Am)mLS&
z25kgxFjR=R5q08A3?CHrQ~;Zcts~*-;!oG-l#4McAssRAx)gqH?p(C7Q~HMS&1+E{
zDy({5+PfdyvD>(3#8<v!Sh!beuRPB$%l}9RO;3<)YC*Bl=Q9VFrDqbdeZpeYG!agh
z+xNUXqtZ-{fd}hb<9V}e^%JVExgMJ~;=C4XmO|DFE4azyRk;d$ksFRihT?;&8S{{F
z5#m^r((QI(hix-1W)=HjBBY;E;P%O7-h^%aBcNXzO1LQEbp0C`@Pq*dlq+?04(G$>
zjKBR!UG;gh0!*M)aPOeB!m5oJriQoK=fhXf?r`lszQd~d2-qNp%u?#Qw$lLvo-n`w
z)q?i5Tw)Cm=vtHdmQ5ZXq#<s3qWJelDX)5&W*udm6koQH$*6mrY^Q0zS_n#<AdR9T
z!|2RhsHWmY9cE-}6ZK{K^xkw|t<dV3Crqfms9st2A+8r2*ZtAJhE2<J;lma*mfO{g
zrWxz0{iOE84kPl2h9sxDrk1a$p4P}d6rPncn#Qccc}zwS-Ls(4XNe{-aAj9ZJ39oq
zzSwx!`{7I|uAPx9u^}C@P#%lE4HI_c57YaUTKF*ix&xxH*UfUDry;Cr&>ql<dM=8~
ze>}sdM6bGXtEnsD^m>b@N=ZlMH_?hip)1BXDwKv6qv)2WL$LPj-HXaNK5A$48wqTK
z2>DPSSV<DjYGcAw6c#b;QeIHd)thKXC>)as94c`FXq>a_moP#+Q8G|25{saOtmivX
z?YvHPj1i!0HIYHYiZ3t94e*hpsRcjnJBY0EsRY_~Au^}dr<`|h(Mr}xRBHbG0Q;2z
z8NOA*J@NH0#du4Lw$)2>!@H0CGe|r?e0i2iR9aIlYS<Sob=GE($6lcE4&6rh?X~I+
zekd2KUknK)*4R8M)e4YAcCZeHKUnyNLj9cQ19sUr$NcNtm0iNcZpI$(02dTIo-YPa
zoY3*YikvxYC=U8DL<6qpOapwG-#Lt-hO{JIU1eAV@OK@@uKVTD^krY>$9cu*<s_RI
z;RL!_1$EP1#z(*Rc~4>Sj1WJ{66vx8y~R`UT_O}}jF-abRKxlWK^J6J5L6g_NWW6{
z_m|R$lh!rbC9i!Uc?3;7$_yGm*i#>{xVOCzS_-I^KB!r_-u$r)RNIrhOF0tva!gPT
zEm!4WuD=M=lpx(t*2M8dSq5G(IC;jZP5?$_QYlnYWLC!oIwUQ!*GKP>=i5t4loUGb
zoggrHl1r9S_NL62=sC*OuY?@Ma*V#v)X+pnYXrJ0nr|P^iR`_?%g9e8(*cn9YU-hF
zNN3CMGux7)Ybz!O#K3N^&h?r=xhs`0%f+^0@T?q8I;6R)LKk(*l)iAHXYM7rdy%7W
zxY#;^`2DIwAaXBiI14F@M~Vp=5J+xrj=BQJ4s2rPCO*wIpk!Ne%JdVlF_A}DjgQ&I
zzP5i`HxL7T_>nG-%tX(D2-hgG{hRxQi4lHjHvyYspNWX8<GzKStEJY<`qV^L%;y;?
z+t?-S;qeXx{W0QVT`T<S#nzL}ndor&rO5<ewPb_A!OGB(#23BsEZ{)Vr#s}M9EznD
z_ist4xq6Eoq%$t&Rom6q0r?>&U*T(K9O@GJ(c}Fx-P$;MFB<L-P9pJmKJ$Cp*Q)Co
z?@1hpS$t4|HkZKZz<#+l4n<*9arqM8ZTwd90^y|j;55oizuzQWCQCX+O@L(?<ES}E
z?^(n;zXb#?iTPWqXW-3?c}*p_7&zOBJt5JvGgE632g~<zbek1W$QPk6Kf9$_5H$))
zHNF<~Bg`CiddpM=|MhjvVv(a0Po5^m0mcaiK&@7rGUtS%9HK+;Q<}wI=bb}?hG*B7
zKOH^`H>^p%Aq+G%;k$&z@#rjrC~hYPh;6RWP~0)G5}?_8K6=xNv;5m`gZPNit~VBP
zWEMuP#v837{tH;!Rl%~+(ReYGW`5N7<jK)U_<FX})XqZ>YNlPse6qFI1L7WD)0umg
zvetn}JqSMKQZY>R6>3qmeW|vj1|<ZR1S*mo9~WB^Q@k+=5a9I8(a=g5EGE+p>0G-7
zbDf|^zAlL5+xLV+<zyJ!Cd|TdiA%lNM0UmqdVRyU@PY+9O*s)&2B>qn@ENr|t?vgC
z{M@<^Zh+(un4*rvzK{g_=>_ZN5>|^sLYX>2j&Qa~d7UE42>v3yNVL5-!iaCiZo`sp
z!#pD0g1E~;4TAJQs_?-tl933XDf4L|Q8QLHGctKcI0MF&cBGusjn<!K(os^zx(JGM
znCu6tHRfoKWZ4SIPC9bX?y!BXAr0sg?VKV8aPO7KsMkIJydl)uu~ruRCa<#(iJb3y
z<o5^Q&B#xe;`fCG@t?D`Rg+9Mhv~c#&(zg9gg@fL%Y`3qPM4%b+($!hcgepawDFXL
zNMp(l6Dia7AxcJM_BB3=)u5+*pFz1S?G%Pk%=zB?u=myC^E=NyT+sM8WAu-Cd9&s$
zoz2`6;Rn>4uc8JCdHg#D6J`nXV+qGZ04<7|wp%htb?|o<H?!MfD{z`@Dsh?{8Z+x;
zThRISaSNYSN7fr^>1?#q0_+lHjLQ9j_)NF`g_d%Wl6mkhN216V(I(Q5U!H)?zx$9K
z1+DvVGr;-fnR5X21d>bifm|zm*YI{{F0VH`G3Omd-t*-qi?EY}G`Rb`HJaYo4`pS%
zUZnT9*PBl5H3)X+-3?Oc2rgZm$$?{Eu^c|XUvY}TC_RnBP>}i}pjGO}c<zHLo$|H4
zBv!m^v*&w2goJyl;8cMiM1QgJr@(Z_Zm7!9tM6~d>$Q<%5X{K&0)43`M|Xj5_lE@Z
z^>=x<IMNwFqPp0bWQj%u+Q9-6gAjTGsOY%R<j^!+P+c$ZjUc)L)F=5|7#(~)4GA}8
zKLtpYMvBXXqlm8DG{4vPUJ)XX68uoh2HB<MyjcpLzh&Z1$paAyIhsj(gc)Ay^yO%~
z-K9|a=wm+zY>7G5>iD$j`)vHk{YFHV^qrws1b~pLyy75zmVooFXTb8va#BDaB|v|=
z{~6ohyTjJp&mZyYlxH*1rx*s!kI!^@m2#i)kBUrlQ0nTLRi2r~J*0(p)5ZrCo}orh
z$b37K(wA<S@;GADvkD^K$Tvm2Ep2z8cyOUPs5sy^2@Cyju(cPCYgofUTccO8>Z?w5
zRv&tANu@>e;F#`S{QY2?UoCfy_fmOwl2Vp5vng`?`kI|mGqW&xg4@0-#nOEtd%x=I
zq>@yrVgXYZHcvY?M;G=f@7(Ti#qg&X+ni&q*KMZI2kY*8gG4Ld`4yS@icx-H&--gB
zKjy#2E9i;UXHMDq(QC#H4~--A@X<Yp+qu}uH`ifTzyZ&oQgpo+5y;*HgyQJV`;-vk
z7-AJQG8r)2Ei25$(THV0tv(|A-NWOJIZN~i5zLVI)mX$?Paw<tce}#}SpIS+#5Q;A
zrGz5nq>$*wjQF42V-Rj*zedu$lqs%P3EJLeMK2_?CgdqbWyQI8FWD8-juMC6{_wIr
zIRnw%Q{xyfCjk1$^<K*2nv7|*Rlu1G_A1+aB~VvqTI5C;`pd27g9hb_7K$%E;>rV5
zkVi#b^P9kl0k0MzU_x1}Jl{+P4{BV525;B0%50g{d{pGE-Wp}|x>-@Kh(6(fM<4e<
z%{bN)Ki`U;;DjYk`Uh@x2ZWQ5^9`$p7EQS~M7Nc2X`&zcTvu~wS*$|`aRYk$y(6&z
zJ9U+mxbKGO1%@IZIoil+j_bs^Rk7mUuoH#9%#}Vpis+{`RB-rQu@aho?=+`XlWFLz
zzZu(X&yp{etl#7=kHf-->0CA8HoNp55@)sB$5B-2dN$G0)JrPNO}Xm?9kR+|*uL_-
zMJK428dh>s9#iPLesq4}nSD}XxXa)WIgyZX0|)M@B950p=sq)-sOa5Q80yVYmGEL{
zQa;nc`Fd)qpbGauZfJ~?Yi%w*A%BYlt4cv8-$|7i=^73*73z7Th>XT@o|uYnUWQ+3
zt5AjsO0F)J)U1E3faq;AT-4a98=j7Q22BcTzU(;NtNosLUwJiJz9hP}$`5rToA2@^
z#TF;jBh8p;3x7$%lYb3etWS1mekDd$<1qHU==l=TBm*afU0TmQXDkm1@NLExiXf=i
z=Q4um)W`h$<^AzPzyU<c>K@+6$#f<~D8su}W3ShFn+f~7A!4#d{4m^K6BxWGKBaNR
zvMZNjrq{i2GTHfT_~v%$2u@OHLEBie{qU2+vv0kbI-ej4#d%7art%EF8q$hm@HCjT
zqf2vIc&<@silM8uKG06{ZSm+Bv+tyL@g}vOoEyz8*+6-9ksw|!G(2bT(wZlD9f_Cd
z>`uWHgpbLycdV_LJ|#`!>JBi-&UJ_rX@V1i{Ip`@jbB06r&`Z_jL$Z2aE@TmOiD0_
z7#D{!#c;BQe3+d&^;$3}yfj_hHx0tg5biE37E+)%i)6?A0;!kJ*UU5S=jrM7(HmNQ
z<Q9Mua8ibFJGytIL%n-#lWl`Md59-fKd;p<u=K~-D~3ARqiubH2rT$0Yz11vxQeqg
z{#!MMNT2?Ea+dMv#j&+gUbODJn8wz1l41qCnXrJ=LXsS#JZt$8hqO4ZFyboxrm_67
ztFye&wdazi&{(K=x1*~~TB&6zp7-o6>T&Z;v1m*fl{gWBqAc$eJaN6exrvZN2GR+p
zg*ks}+;PC-5M{&UTsABf&MoA#`U;Z2Gep!(8D->ZKHiD3fIU+=a+jJR9K{=N0dJr2
z((U?X_<CZngM+|}${cwKH(`P6PfLi*xsk?lM&lz1y<4dxOToR-k$UYzZ{HbZUM427
z1l}H}<kVVPYu8xUO0`3s?Q`=aZq@_@*mnUs)EbMszn{JL_0P^SFar$1)|oDyV1;D&
zf%c9sjOaknWsOjuv<oN}Z698qe$;GcJ0ceQycEo34WWz{TEkH|-{NCdAM+WX;{fXX
zd~S43UV%0iL(^k4YdczjQDvsJNxF@=;B}`j-o#W3TZ$_bH|#1bi(+lMh6Mhr;P014
z4s3kZOiQ}#Z)qn4e<B`SG6@@^^HhDAddqhqZP{b)N2$nR!ogF!UUg(wi~wp#<tCi5
zYg)A7=+c*y(_MTsyJ;9AY;_R`qFco%lF=s<FRPiMncDw}E1|sSLMdv%r=`dgpn-&2
z=22lVm40*9jA1*aMF$tS{d#&jbIy7FWWB}V&<>JIXGf85s257jV7H&*Yqh*1*_(Kp
zml@YHo42$|XszFNTx#agAn@I2)V%1YkjanIcSF(^kb{^U#R^U(#7b+lPg|HWB=a}o
z5G@<1DywJWnYz`DrT384k`@QT(&|+gV^W!`umbYNsN3~!i-8PtmBJD&cM<sdOHIq(
zNqXC76*SKZHRb!CX<A)MLN>8d-fr+JQ_87v%e9!#(Re!5?5%Kv&p<c43QAcLCzf<}
zXGoa19W-vB+b*22ui{_P4sG9mXi%cAk>IXE3!PJ*7+XONt_U0Z=}sXPE2uhL^y-xL
zC9#j1Og1kFpUsXcM2@WsmdE#t?7C=41F;_|PZ~7*)}FDaxGS~R)isBvIKr@dcU<f)
zo}NwbZPGwSdIS3xmy{$>^O>%RE?Lj<<SmE}G5VQzO$(hjvfmu%56oHX*`7u67?csY
zlY@rfHMUGU-eV3OFXK03L5^RLPeSMV2)7%pl>1f*lX#D#$HGeHRxiBTVSuKvpV!SQ
z=D9fz%C$-51|v|Q8@1$DD3qN)Dar|}0!vc%_K9^xG?llRXJE;u8I{s`-Jz!l+Pqzn
zgqDvX+XJ)dRV^cTod$fi)}xZOG&Jvcs4&ZA{$rr*DN*dtIMUw&Wo&;Y8T~s@#`ceF
zsK+eFUjt=NM1OVmzX_B*b@M0E|A#=?Bi}#C|2u)Q|C9|y&&u-O3zSu<tH<Jqpm{B&
z@xI9?NEa6vh`9CgSs`RVBq8w$L7)sd0!W~g1StWjV7k2Dr|CS<E^Tjr+O{$cclPP^
zQ|9u#9bD(wba3W&wLM?kw*Mm)s=@69=g!Ts*6rjm6$)cX6XyGIn$GAh?W@-0XuQPK
zrrM^PzLo3k^Ic2txkK!Qvd*&W-O!;`nY2g+G6%vJU2*#mQ|;Y!Eq5E{-&5%?uI-%F
z7MZ6;bppVdPzhoYj$7(k@WSE)=-y^=JFFNHG#7IL8}{GJg}SJX2daKVaKI;$9sHOH
zrAnQASU{6$BvkR$IkuV}zdGEx5XTuTEGuT*yAU^d!=BL<us?BH597&6qRT&$Yf;}6
z)B7P`dcvPO^;D`iQ+me1{YzZ&t-`ylRYL4nWQX#g=h+VVe&5Qu1!8+{SPwWTL%7Q*
z)%!&E3+^A0IL|Z&1%QanF~`F)-7Y(fuuQx1AVXj(xQ9<+72JmMWUF=36LCGPe}E-{
zsW)N3LGTy<RuUrRUudoXeZrz45?t?%6TB93*}<jL0M+ub%S_#bojWe;kEHCLbl66w
zPvDrbOWBCkOOnoO_ZZz9?hx}EEvEj_q-Jj*%J)k^nAH`>JzRv#$yXi1TqetpDEYBQ
zfC`LoVkfx(8t#X+P~#5KUgzi{1(th=a4zd&8khW~3#v+A89$|tBtd)5bb*$^h7zl9
zVb2-;-puHU>BD<rsYcYz;YQ%dxM0KdP+u%{Y9o4<eoeaH9$wn3*?l+|ex`f`yEgOS
zp$3=aGUK8q`ciMXEQJQK<aT0%ykNWyJ$K<<%RIg{w(i#k3imPoq=f>HMSsG%X6Dt4
zFZGSL-iGpCVW}U3AWvy-iW3@4=~{}E{5+&l#gNkdJ4?Ko`1R0UGM^zl*rk$OR*zug
zAqAoDQ;;0atVA}vn~y)0LI_D$i7`(e!uDRI2#bM=#Z5#AZhOVkhK$~K=9di#MN5%=
z9F>_xkwx6BPL&g!HYyCM{PE+9&Exh^$!oc=(No+>j^L8%Li*|oL=^Y5xjf?VR!~Hr
zC5+V8Fy%hUG<*bi#B|BZ$)wJwiS6?o^kDkTRX!c@T^DR-^>3jqXmbp5$GDX6ruLjN
zbb{vo#;(#XsU}P6wGt$+3E5Y_2dp(?Bs+;~r0evVLfPo}UO3tpi6+FU?M;bli<Xb9
zN9+w>a#YVS%mO41jKPPd0uT+m*(sKN?qi@L=4vd&IR>9oSUYUa!|SXZyndNZ>Q5%|
zOq(eRqA;0S=lb5KNZOg?e9E?Ejo&k;(d*rkzd_AykiyY3&aR|U6B0QJ8cW@9?R}ii
z;BI>TDGk3sPmzP${T1US(E8RZSO=!LHtipBedkM3fy8V<sQjr7@h`}-!V)^mZ_jVO
zWgc_9&eEXHQdhlmoZnmiF&le10`k4aa=*d4uq#3ZiayskPi33!nHjn)Tz(@3OLMqX
zNruR?3Ngg-C3*6v?wH{DH2ul6`B!*ZiL!M)aUi)6quEps(%7zfdZ}ola<nyth7J{v
z#$Xu&K^IkRXf;#nYk`*RkB~Qn$22uuWXLgg#(nDV$y-%pX!#X){X4C7y8}!LL|aIE
zluiL<E@#-oIKgWT!ajMNLKv@RzPS=T{|T3Z_mJZ>#=g(+qQ|vkVTLu4zi?xxslpVP
z!&|WqBnlfe6{A>2rp=aHksoCVO5k7Ke;*|wvhM$e=Cb}hg%AZHzqYOVQR(zcSkiA&
zByf<$&YAKf9hIYHk*!Pt;^?bHW@jq`7)4d#?=n&RC$7o_l7-2t(nOw1T71~>4+p28
zIupz5T1i2LA@LfJKwOW+8jr+&$g;7im@7nTEH-69-CtbPCz*b+nTpQP+Scy^T(Axr
zXcShgsm1b5uOUfIRe|#ELaLrSEcWKu6ON&>Ml4BG!Jy#s$3xQ!Rj&bc%gyJH5tzx!
z<m1tVu-_(dIIHfA<g5`}_L^@-Kf{a)k<~&Z5)*xCyY0`!Dr&LJUl2zG?=@UCmGy2U
zN3uMjC)0rG!+hpE$ERdIOq5(+E{Rk<ft}SDMPYjg`o+4oWEbP5<LO*s{U&>HAf&KB
zx|j*~46X8#2rOT}O9?PMiW@mTsz{zto-B^aGeZ)ysKld7Nfa&WWQ_w7AyjFXFBG)H
zVm8tQJ}U9;X$o$kPZ~!byrUw!&poR!TzFdOWA@ZZpzvpt#WnuN?5T=&r#b=JFrhHf
z9|~|SeGYGv`yKKpuq5C`4YPs#Z{I7BrtDDgo#9Q>oin6}(Fe+W<B)G1KZKGUr;mTR
z&){b}+6O}l#N4CH>HHYzCG#AaacxMaAdZmeP-SnD#D6-4!!N$N4{`=VvR^eb9$1UT
zR+MW|y{Oz5FbRO>lerZ^Y4Yn0YL<k3^9D^WxZ-|C$wjUJhI=PP!?pCwtHr!lDPW1L
zG4f=OOyQTaw4A;k-fSJTb#uB;(SBIhm$EjqwUsG}O5tB0WGa{yBz3u}uQCkjwlR=d
z1<r?}a&YL(BM$71Hp;f@BR^kPva)@}k?zT#)}-il9<)=Nu!*VjAW7U@Ea6SW+t=Kk
zq`+ue60X6U;l)fl!DKeu^XYl+I9Zf4BmNd6xK~r-$Fc&VEAKfvs7Uq_^OBn=@vDwQ
zQ7LEr{g2qUSM&QrFoTN1l*<?8HtruimoKdJYDV^Xf_i;~-SlfkKAW-A-3ffskhc@(
zv`{kvbeSkb$SOpTvuo;R_miS7_o^_+x#W$eja<6C9M#UWc`pdemq{>(voF6`h96{J
zjw-UHZKt5%Nn)5~AdxrZ<;y!&OeeabWq{2Hi7J%e00tW15!R!A2S99%qzY8#wY|78
zVXZ^H`6;o49ux4IRqb_t%H*xi4Oz}g`;|w_uq??T(z>xE-(okCpsqm3TB!JfLGZIJ
z<E{Ty*;$4~wXS^}kQ_={5Rgu(AqQ!sJEf8C7)lTUNnrpP8iAo3l<rWZyAdP>=^j$b
zcXV%$XP>>#b)EOibFFp9v*Odb@9Tg6R$i9`hQahTRSBPjE=rwxoLEeZNg*!#CW)7;
zn!b8z*Rdprhd{qv)5U{P=Ef9fV{RQET>2A#6HVKlTEzi~07H5DrjB@qN$g<yMCncW
z*3>|aUy!*~-OYLYL(JX{)Q~dvk>n0}i9V3kS~^Y6vl2H|mGu-*;R7cJH`M^^M`Q}q
z!2uOTfRgGU8z{A84U0O;19$n8igz@$Pe6V5l=~g^NrlX~8OI=$wn^+G5?t&3G@qXm
zkOoc?Nqh6t`w7hf7zUo_-O+S?Gf?cB#8HaE8bbmt-kjDYftK(Yyiz$vh)ej@i5oCs
z%Crh0ve;SQ1&47Dv1B4s)j2NjuADwk`RcgQ|Bc79U{Wt>rOqadkqzu11nt+{aQEU)
z)S3D+mq)pLI|<sOLO1`S(Kxv(im`m)Rk)Vq<W>3wN*Fq49xzw!LM9GlYD*w3j6j~~
zVB3fYVDP+;0=*lJTXxr=*hjazpESX6y3Df(rK}%&Z!>hlCkFLV^EJZ&Nr4Y12V4@I
z4ZXvgRbi>Pjdzl17F!@Q<A;Gn5F7t|*@N7`#z-R+BRh2)b;k`wkUnnaHG7FG4TN0t
zM3DC-Am+|maLwabz<izrJugcKJxd|G`p5e2hO!wvPJB#E+3$TB(q0UL)a>3|+ZLgh
z^8182*gb$n{Z)>5SHaT!6y%#38Gb9$LZ~-I=9EH~tRWhFtdW|eml415ODHJ(3Ip{>
zi8`_cJ%UbJ`4zw?3_h!@w===E=&X=0BQmg9>C~clT%<I9L%|a7%y;0q45lg+R!)6;
zEJHu(jpZ#=v5KpAVST(EMx`rwb(7>;a?eTm5oP|M7!6gqT8@1@j}Aeu=AO7Oe*xB;
zCszryL!PPPkHi|hzpnEHxnVXS14Y>P6(X6QI=1?>E-Z0IMDtJ@tZ$|Bxx+yn)G#9x
zkpj+AKI5?@TrrG$)L3@~a%yY{S))Q3jUYvjG?_NUOfbt=rh5FF_e@XAVq}R`Aam{E
zwi}cj6*>;f4Z`j;Q^F=xe4Af;V_a$G(C>3*3W!|{UgQwb`VliwIF4VXv)|72>M0;;
zp0`-2rRm`ieD!}Ol%Ga-U7);7vcUA}!sKP1dpUD-qyl$dzwueA=z_0<CQ?4R;0@dr
zRS8Rm_HixSx-PGbPX{)ZgXg-~>5;WR^pQbwdc0Oz+(ar^3H!eJPUyX$uaoo*x$*#*
z+we$lTL|`;pBSv!Y1(CTEBXGrPgq$*0@P1vmF?egP8lB81eUfe0$JBBd-St~=^KbW
z74fCBNj%;tZf$cL>h_=lsrfIk`y@X<WP9jMj_LK;Q6x~AvPGQAC0s{jgJ(%YmGs+d
zgeJOSTOen+3uC2%<l&l*DrJcxu6Dj|AnPESd~e5=vX(d6K?Ql9%Zjg<WTMVw-d&Hk
z^-z{<$RmX&k0Q?9Zi^tfc^Zv{k2XeU(k=`K@2hy{3B}~KSYThS_@jbeV{g`WuUEWi
zoPB-n&e<ku_G;C&c#rj(O6}Fv@e&v}{5}uJaCIb_o`|061jCI;#R^SXbA#Dzd?Q&)
zxcG8W2&mV{uF6*n>ksvg;k2Yy*i8XXql34Yq%jiEldy1VAjj$Ly_irIXljE?=$pY0
zMA3%E#wv3)eHd>752eQ#yi5DQ8=d{)`_7ji-KmAegH4bLALsOzGDFwyr`w*6dv@}p
z<WZ_<jiUn5IZ234vIyrpRZTnyBFDN_+g}%Id?48rF+?9AT8aYYRsy}Uv+=B5{XY^d
z(dgwJ70I@jLX@5rLwvuvc@wWHsQW1+Sq`ELj^&6hM5sf>uUD#6Feb>OT3c`sA8uD9
zaEw&>xV^n+58hraussTwMpl?bz2FvWfIQ=sKEcM*l+#r#anEp8_V4rm&cCjt#>+xI
zp?^$QKp&pt=B+Lj$lIp6Rl;oQ5#O;Y>+>QJ8F*jt(tY}FeteX;6N6ol$*|Kto}55y
zokji4-oPzqfpkjP<^F`y)<wD!LVzSuHmh_^AY!~s)cY-T77dzqt0JPf?7<(xzc{};
zyZ#}moO>wdhsr4rCk`IHMkTg8eRTDDZ<S8gVm^&ZcK?7Tl~(2S$ZCS64Xj`H9k0)4
zq`T1ggqw{zTE1$?c^qhTIY=aXbTn+eVt5@-?GMvOA6Lqh%{pOQ8)89^Lq@qfAI{k&
zg8JHtUmK!e)s2fkGRMLbKHv06hN{!#V_{+J(W`z_S?Vy_VIs2wO?=@?(4r&W>`U6j
z#Qve@K8bN$_lh7Rw5y*l+*=QNvMu|YZ+NbzzTXg^E2I@}Nc9jvD$Y<6D6l-)pu11v
z&!b~bS3W?+2l5tAt}VR%l25&7%afpw?Teqe`+lYte0CgP|FbOu+S^o)s*!qK6X~^9
z7H9cncDemPXm$>`KSmC`6q_4jd)8}EWC_Vt-_qGg(^HzcV1cWP4gz32!N`G|N_Vyq
zj9bO;*%1foTO(6vHT$2A0$3_uRIS@^y}QLlA$O_#=SInYQ55}{6#WlH5$G?9BAy?!
zy?^VJ{4bKCpZol3b^QN3C4XG_SN?x#m2k-d5kr)JzrjC7=YA#sDKO#{<oPi?`9DmN
zwHnODY4wo!Wva=~7W;>ndKjfjFL5cXwKLsay%!e*HY$c<WP`YY6cJGj7T+br%;3%X
zzL^g7d@~YpAMX`UCHv|7?kyy9aSiV;1Tb~EF(=G$2-=+AhP#w|*_=}=B7{ZWJ_RA2
z4;VcTYsctjv|nv@b)C*G*^J=1ES9D1SZmE144zGibGEI=f`v!DFJln6<q~(sU>x(a
zi=$_1p$*KPpCX6Mz*;beS0I1F{^8Ih#UqzQuqUJsGHc47yOTgC>-;G(ZqpE(%cl>6
z%%;k4SIq``$x)mwkE>s=dGejJd?YIQqwktM^ScpkKtWQIi(aNEd)m8^8Xl|694x;V
z!rSqJW@dhTYGWZ{8eLUtiynT~IxJVjh(5@mMrO;_<zQc~4}|ID=vLmk>cKU1uH312
z_tQCf6#p4(D$`loNnaY%*?mMj(Ur>OSHv3a2PufSVe*3`)^0JGiB5kapQqwhM^kFM
zpZJyc1W&f2`M0$AqR-OK`qE?(NyI9-HwB3BG5>f(xb1tp%oe+vr98DUzRxb>8v{Hu
zrkMozha3B*o#(Bu6!U@tf`GMN92myhmZo;;DSk(5g7^~ho$LT&3;Qvilwli8!h}M&
z-To8m!MyOky0ja6Egp?V7VB39FhW{->tvE{d9<qS0?rUE#q3hm+4;B18WWBqCGPm|
z9Hxf|C+)^&DRK-RCNmINxX*gV)C|G_+NoKY1uobWtA|5dF9wI~>rDes3>BQ@M^_lz
zV#~@Vrp_uH-qr04tXs=DrqK-wr3Ea$T@&^2)sQjhWysm9TNvGK794Ur-LVpc)nD9H
zG}@Ey-00+s;A(VX8aUPZ@WWcPEOYME?#uCJj(=I2P<St4T8uNw+bp}WX3m?qS?Z`j
zeYh*3FRz7<c_E!|YjVeek3=j~UiP}Uij<0>X~eJwhns%q60-tIp9px%^?squAlnLa
zx6CGymPBN*(Nx<Kuh9H}YOPXs!azh{F4C5D;w4O^avbwzPhbX5j0)??3`1W&?Z8J!
zEW9A~gJfxY!nm69EVGuSnxEVm<&5a_r?L0w8BFK0vm-}|z@SM2D8KiKTJ84XZL(r~
zDdo!rJ_mSz8k!t24ouTjPd!OIcKA#4XEjs`mh)tQB`*0ROG43ENWIfn*%=$(V~Q|~
zg!Vj!rTynusaP~sqvn++^F}tVqrj=JdR{}^4xzPqfI*B6Sz&lqifE?aSxdhh#*?&{
zz3_`se6l5H(&VKFUdA+60%yl&m9GsLlR27OTjsICB*Q6aj1IkH)UKv<)lt27-sEMB
z#9bl&GJ$G098KFJb!Ey~drG6YW&15+CU{a$nqI47Cg+~5x*?m}$46^SOq5n(_r&5s
z*m97E8Dq3LT6wG^*<tl7<_h`j)vT7^jy$I9J;kXnfJxYTvv_{W2~kB1*qqZ(eMty>
zDZxm=siiauVtlm%XdTs(!TEr5*4Vpru-(JBNP|Oi!|6~7C`z=>hAxH*OU9c<uyES&
z)U99PfTIdl57hkgC%l%PI)6PdvAT1EvnN2pWiDskAWRw6*pQS~c8I-*g3iEYHLJ2k
zr*>6rS<rdP9Xg~S^V+6wqapq}ho1j#!PuF{Rl*sW>uakzrCsTqNniXF)hv>`9<}-$
z?fn~paA_J%aa`oCYX~Dlh=Q(H-6dW#jQDL>?-Qy<UpE~s4PZ=$op1F*dcYJQm&D&_
zZ}DNp!=rFbB<wd+=%<nrl8^#o>-FLF(F)j*I68$q9(P<MLD8qyei&226jLhd0X>*T
z-9@`pakt3qF{XS%PL2TcT|(iI4;g{D=2$jt&%?x?7jN;|j(aZKNs(RZtxr#ue5G{@
zb~;5OXiSkR>`C6~g7eFX#a%ZqSXu_n3-l{<P3U`fI<lR()wk|T8txOt?X+4N&KH{F
z#eXqr2i}G#w%<=c9o`X69d$TCi*IDSf1n#VBs!cQq6&C9Rj71iTW{j1-c0~sHkQhW
zfQi&(Q0Cc*GCCyNF*vx-op1366$48f4Bpen@jNH&(~5qft!t)qK)L&1p@_)JWaD!`
zE-x62wCP50UL>sMCtBOc0Bd}YY8Em3ypsMqdKD@7rFT`4t&m*1|EY8rcL5;<B^kkd
z5rcKN>aN)%?X#xM&t%lo_3!p9YO$i`@A}Tv8Cz0e&s+|6>`wz__bml5lB>)rkj|dB
znq3Y_kO-+)!eiWzg4(iYz}njNQyGy>U*B8zKaVT@_H1;qLX2`hXZsTuuj%@Tww!_v
z3a<3BtmxwfIl=;z5h6!vg2<9;IL4X|znY9@b?rA6xU#1_02(%}jfa$3_f+lkd6a#i
zNQ9`}5=xm3PWC}mp%@cujyY-kSQBXo6}SK=@FGAm9k0`;6X;QABTPjHI|p6e4o0BL
zMLp1JPp=DS*Y8Y3b3YSVO^K9nn5E2iAG1wP=^`1*QrjdpLU1jGBZnffyVvIxjJ_Su
zvnsH@1+GVlccfF8Xue5?O7ceUYT)Jp*KrEnkolwn_xMW?vNesPxpdIP_f#Q*4StaE
zK!m7Kd-|c!V{V1h*>qsqZWe453$HF}wk@uQdVs8A3Jv_+Bu|-P2F@aYLB7Q7E2m><
zKyaG7X0~jU8|Hn(b(E-PrNST{R^9?eGi?>Tq1wXtU|8<3KMZ_!(Eg-txl}J}hFZrr
z_{^9gt0?1e3fx`urUs9YX^nYhC3qv++(EyBd??_^FA1tFj?xS+!EC*f5SUP~qDaea
zh-RJ{w4#uXqdPn9S0bUrO{2LS0-wlH1)q&!Ij*V;GA@*!-i8zu<Udu@ZPlz|@iUOB
zHs0!BuC4ycOms2aQ^;;OUMSNZD>j~;F#ho|gV~FFr{BJhk;9&s*wNae3-2t%1J1pP
zgE*^YbrlLerdxFHxHnL>_*MZPQ#cM0et0paGWc=hgPsdwvSZr3_KPMy8ZGLaiQvk&
zUBQkP=8|SJ6EXri>lB3AWw`PSV>4^HJ!jktHhH;><qHD3nJh_m*xvQR{Hw|17eal<
z&M5^-kmYam%M)SkUU3tFI@-ZsKM&<6)C+jRAJG7`eBuG<x}i!I>*E6UDom}Za<ELp
ziyYwz>BWQT&4wc4#cx>&VTWO=&D}+waiRDEWYn+wSmdZ;%h-Rcj;>8v>ElS>x;xVW
z>fz40@fu8Ke30~IEv`%EKwP!(h*&R8RuaZ0|L+NM&DxqE11;}^V7xZfu%two6!4}0
zZr11>Yb@!j!hw#sk&W6)NDP&r`H&#824WnHhR}g;r&;=~sT^|_>!umZWz&NkLWsQQ
zWgdVg)ojq(MA*DG<<-pOFJOc`2b@T<!C=G;&(Vr_>ZU;*0QWJmQ2{@F$>0mu?vh};
zr)2vO{~^w{<%V=H>5AK_b!)2$R3O87rse2ar-lBF>N&_tgsD8z`{9Ts+&J+46m#O(
z^a@wP5!RHNvdnb$>MLARl-^!4T_v%A#dn{EN@e+Q@X@hhokSu<Clf6tsXGZ|4i9v$
zwi*?Jzg+VPj(MO)#bBeac{*Tj>=box-qx8@WGls7>T~Qrfs{vagR5t$nyP(X6sCng
z@pzlaa0jWNftMz%c9VK2Ch*)+DcL0{O66JNlOgkZW`o!WH>w3_dp4T4dArp+8h6pd
zFPPM`BxV*;19ud?n4|pS&gz})41zGs>z?03B0k(d^&S+IL49y<1<nBnvfXW)wD5d^
zS|C~}3#lq%8ED-rj_(4JR(xVLmn7Zp%)R-_8kAh6B`4DvL^=6|sPHvP{i_=iV=s9J
zdDb4A8Mb_s%|d*Cx$>gEc9+sHSg>og{&*}8oL<xKQi34gwGiDJT?OC%#S`+j&u6Xl
zaY>a9u3cv9J=E-PuGPg)n2{c2*3z;0=&FrP;B8=>-i{ilPqgma*LznQoFjgC&-J#;
zdCBBbMp5XhV}JO9G8sv|{j`HHpcLi7jZ9l+7_tS<!ZRJzb@29w{bB*hRIqiKdFvLW
zJ~y6bLPtH`JsxjkHNqXM+U<Z?bq_}TKGU}A5IIdA1Ua%)vL_!3i4=MA;j*<=DCi@t
z)mqlYhes_I>QKZKtng@XWUdsM4h@;)%RPTdMj0vSrzlKIVzKHl<fe`{s*;ggdfr@H
zo1OI#mcp5S|93{cVV)4>SFF=K;*QIOfY$UGcDwRbnvDjS&ryzF3n8P+Ad4kGnIU_a
zOCGOte@*jJ2D<BG*1Nk@1L0ROod>a<c66|dh2g^FA!`t5sa+MKDSYwT)bdc@H!X><
z)#ve;oIfB|^?d;I?KSbSXYyo-rgYL;s)U0S0Yg42AZhI8Ds$eYgoIdi>@aN$?Z!y^
zHQq(#a);tXJ_>BQ+}X>QM`VED)6i+;dYA*@LkYk71$JfsHM5i&3`Wi_Z2xx>$*{b<
zFB>vvHF2fu94;{+B8%wyCx(@uBf8j?kFkJ9YUz`k3w>q!^UJS>7{9j>7@BnIKRosd
zj-9)oQXr~Gw>X2dzLQKcmt5p`e@q-nc+`Qsq=C=4Z7Mh!x!Pjpe7&RXDc{nrsRz2p
zH6}lN@3ElNIyzaxSIodsOv#QK^rS!|lDD06+q&j}yfY292kee`yCHRCv0S1#=3hRZ
z;7+}BnuM6fc!&}vgGv`HB@ET=oA$RjPD<D#U#fS+6nHzqSJ&#cy4j?5teZ1mINbU?
zmE3yNdN_;Uq`n2tQyLBBye@Mp8Snz3F2fJ4W$@K5&@)U#aLVh2`g3zP5R(ed<Et{&
zMjuEQ>|0>{s7+#J=j?cNyAb*Zx*XHzc=v@r(vGO}Io&gAzpt{KisKxtMz~4((8@LB
z+L~^}jUqAM3@Zj^Mql~C@ZGkkc*<vz1MP|{Pf<uhzeeW^v<f7UxbC%i^srj;PKTAd
z0zq(<%ZHQT$m;J%b4(3i|FL}kK|;bs;E#B4|KRco0r_|k75yJ<uAfAr-yVK`L_z$^
zgMb13_8{ut-yQ^q=eI{l;9q1ZTmS-r^DhrCHxN<l|Jn@!p8+CD=%438ya<-sZ`YqT
zpa4SP@GJaJ8)A>Y+x{Vr?*|&@uepK<met>ELVO5O#DByI{ovpHhYj=(aiAaijlaZ!
z5X8T~+XVmpCH_nR0R{i|yda>^Kg0?B=zRS38iL%v5qN*TKae2LZ*<&m+Yi3af8+xH
zA@1KWfVhA^F<n2gSU)ISEdCj5vicbGzK%peemMn6UaT~KH~oQ>`i1gB^hJKNybvcp
nX<t0tK*XWCo0S*MPYTyB*v_A5E?fYj&B6^5!u^BJg$wvUi(8ux

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-reg.xml
new file mode 100644
index 00000000..7243285c
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-reg.xml
@@ -0,0 +1,1263 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-025-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='97'/>
+         <instruction instr-id='97' subinstr-id='2'/>
+         <instruction instr-id='97' subinstr-id='4'/>
+         <instruction instr-id='97' subinstr-id='6'/>
+         <instruction instr-id='97' subinstr-id='8'/>
+         <instruction instr-id='109'/>
+         <instruction instr-id='109' subinstr-id='2'/>
+         <instruction instr-id='109' subinstr-id='4'/>
+         <instruction instr-id='109' subinstr-id='6'/>
+         <instruction instr-id='109' subinstr-id='8'/>
+         <instruction instr-id='120'/>
+         <instruction instr-id='120' subinstr-id='2'/>
+         <instruction instr-id='120' subinstr-id='4'/>
+         <instruction instr-id='120' subinstr-id='6'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='122' subinstr-id='2'/>
+         <instruction instr-id='125'/>
+         <instruction instr-id='125' subinstr-id='2'/>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='128' subinstr-id='4'/>
+         <instruction instr-id='131'/>
+         <instruction instr-id='131' subinstr-id='2'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='137'/>
+         <instruction instr-id='137' subinstr-id='2'/>
+         <instruction instr-id='141'/>
+         <instruction instr-id='141' subinstr-id='2'/>
+         <instruction instr-id='141' subinstr-id='4'/>
+         <instruction instr-id='141' subinstr-id='6'/>
+         <instruction instr-id='141' subinstr-id='8'/>
+         <instruction instr-id='141' subinstr-id='10'/>
+         <instruction instr-id='141' subinstr-id='12'/>
+         <instruction instr-id='141' subinstr-id='14'/>
+         <instruction instr-id='143'/>
+         <instruction instr-id='143' subinstr-id='2'/>
+         <instruction instr-id='145'/>
+         <instruction instr-id='145' subinstr-id='2'/>
+         <instruction instr-id='145' subinstr-id='4'/>
+         <instruction instr-id='145' subinstr-id='6'/>
+         <instruction instr-id='145' subinstr-id='8'/>
+         <instruction instr-id='145' subinstr-id='10'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='151'/>
+         <instruction instr-id='151' subinstr-id='2'/>
+         <instruction instr-id='151' subinstr-id='4'/>
+         <instruction instr-id='151' subinstr-id='6'/>
+         <instruction instr-id='151' subinstr-id='8'/>
+         <instruction instr-id='151' subinstr-id='10'/>
+         <instruction instr-id='151' subinstr-id='12'/>
+         <instruction instr-id='151' subinstr-id='14'/>
+         <instruction instr-id='151' subinstr-id='16'/>
+         <instruction instr-id='151' subinstr-id='18'/>
+         <instruction instr-id='151' subinstr-id='20'/>
+         <instruction instr-id='151' subinstr-id='22'/>
+         <instruction instr-id='151' subinstr-id='24'/>
+         <instruction instr-id='151' subinstr-id='26'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='153' subinstr-id='6'/>
+         <instruction instr-id='153' subinstr-id='8'/>
+         <instruction instr-id='153' subinstr-id='10'/>
+         <instruction instr-id='153' subinstr-id='12'/>
+         <instruction instr-id='153' subinstr-id='14'/>
+         <instruction instr-id='153' subinstr-id='16'/>
+         <instruction instr-id='155'/>
+         <instruction instr-id='157'/>
+         <instruction instr-id='157' subinstr-id='2'/>
+         <instruction instr-id='157' subinstr-id='4'/>
+         <instruction instr-id='157' subinstr-id='6'/>
+         <instruction instr-id='157' subinstr-id='8'/>
+         <instruction instr-id='157' subinstr-id='10'/>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='159' subinstr-id='4'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='161' subinstr-id='4'/>
+         <instruction instr-id='161' subinstr-id='6'/>
+         <instruction instr-id='161' subinstr-id='8'/>
+         <instruction instr-id='161' subinstr-id='10'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='167'/>
+         <instruction instr-id='167' subinstr-id='2'/>
+         <instruction instr-id='167' subinstr-id='4'/>
+         <instruction instr-id='167' subinstr-id='6'/>
+         <instruction instr-id='167' subinstr-id='8'/>
+         <instruction instr-id='167' subinstr-id='10'/>
+         <instruction instr-id='167' subinstr-id='12'/>
+         <instruction instr-id='167' subinstr-id='14'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='169' subinstr-id='4'/>
+         <instruction instr-id='169' subinstr-id='6'/>
+         <instruction instr-id='169' subinstr-id='8'/>
+         <instruction instr-id='169' subinstr-id='10'/>
+         <instruction instr-id='169' subinstr-id='12'/>
+         <instruction instr-id='169' subinstr-id='14'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='174' subinstr-id='6'/>
+         <instruction instr-id='174' subinstr-id='8'/>
+         <instruction instr-id='174' subinstr-id='10'/>
+         <bounding-box x1='44' y1='540' x2='557' y2='697'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='316'/>
+         <instruction instr-id='316' subinstr-id='2'/>
+         <instruction instr-id='316' subinstr-id='4'/>
+         <instruction instr-id='316' subinstr-id='6'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='333'/>
+         <instruction instr-id='333' subinstr-id='2'/>
+         <instruction instr-id='333' subinstr-id='4'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='344' subinstr-id='4'/>
+         <instruction instr-id='344' subinstr-id='6'/>
+         <instruction instr-id='344' subinstr-id='8'/>
+         <instruction instr-id='344' subinstr-id='10'/>
+         <instruction instr-id='344' subinstr-id='12'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='355' subinstr-id='2'/>
+         <instruction instr-id='355' subinstr-id='4'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='377'/>
+         <instruction instr-id='377' subinstr-id='2'/>
+         <instruction instr-id='377' subinstr-id='4'/>
+         <instruction instr-id='379'/>
+         <instruction instr-id='379' subinstr-id='2'/>
+         <instruction instr-id='382'/>
+         <instruction instr-id='382' subinstr-id='2'/>
+         <instruction instr-id='385'/>
+         <instruction instr-id='385' subinstr-id='2'/>
+         <instruction instr-id='385' subinstr-id='4'/>
+         <instruction instr-id='388'/>
+         <instruction instr-id='388' subinstr-id='2'/>
+         <instruction instr-id='391'/>
+         <instruction instr-id='391' subinstr-id='2'/>
+         <instruction instr-id='391' subinstr-id='4'/>
+         <instruction instr-id='394'/>
+         <instruction instr-id='394' subinstr-id='2'/>
+         <instruction instr-id='397'/>
+         <instruction instr-id='397' subinstr-id='2'/>
+         <instruction instr-id='397' subinstr-id='4'/>
+         <instruction instr-id='400'/>
+         <instruction instr-id='400' subinstr-id='2'/>
+         <instruction instr-id='403'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='405' subinstr-id='2'/>
+         <instruction instr-id='408'/>
+         <instruction instr-id='408' subinstr-id='2'/>
+         <instruction instr-id='408' subinstr-id='4'/>
+         <instruction instr-id='408' subinstr-id='6'/>
+         <instruction instr-id='408' subinstr-id='8'/>
+         <instruction instr-id='408' subinstr-id='10'/>
+         <instruction instr-id='408' subinstr-id='12'/>
+         <instruction instr-id='408' subinstr-id='14'/>
+         <instruction instr-id='408' subinstr-id='16'/>
+         <instruction instr-id='408' subinstr-id='18'/>
+         <instruction instr-id='408' subinstr-id='20'/>
+         <instruction instr-id='408' subinstr-id='22'/>
+         <instruction instr-id='408' subinstr-id='24'/>
+         <instruction instr-id='410'/>
+         <instruction instr-id='410' subinstr-id='2'/>
+         <instruction instr-id='410' subinstr-id='4'/>
+         <instruction instr-id='410' subinstr-id='6'/>
+         <instruction instr-id='410' subinstr-id='8'/>
+         <instruction instr-id='410' subinstr-id='10'/>
+         <instruction instr-id='410' subinstr-id='12'/>
+         <instruction instr-id='410' subinstr-id='14'/>
+         <instruction instr-id='410' subinstr-id='16'/>
+         <instruction instr-id='410' subinstr-id='18'/>
+         <instruction instr-id='410' subinstr-id='20'/>
+         <instruction instr-id='410' subinstr-id='22'/>
+         <instruction instr-id='410' subinstr-id='24'/>
+         <instruction instr-id='412'/>
+         <instruction instr-id='412' subinstr-id='2'/>
+         <instruction instr-id='412' subinstr-id='4'/>
+         <instruction instr-id='412' subinstr-id='6'/>
+         <instruction instr-id='412' subinstr-id='8'/>
+         <instruction instr-id='412' subinstr-id='10'/>
+         <instruction instr-id='412' subinstr-id='12'/>
+         <instruction instr-id='412' subinstr-id='14'/>
+         <instruction instr-id='412' subinstr-id='16'/>
+         <instruction instr-id='412' subinstr-id='18'/>
+         <instruction instr-id='412' subinstr-id='20'/>
+         <instruction instr-id='412' subinstr-id='22'/>
+         <instruction instr-id='412' subinstr-id='24'/>
+         <instruction instr-id='414'/>
+         <instruction instr-id='414' subinstr-id='2'/>
+         <instruction instr-id='414' subinstr-id='4'/>
+         <instruction instr-id='414' subinstr-id='6'/>
+         <instruction instr-id='414' subinstr-id='8'/>
+         <instruction instr-id='414' subinstr-id='10'/>
+         <instruction instr-id='414' subinstr-id='12'/>
+         <instruction instr-id='414' subinstr-id='14'/>
+         <instruction instr-id='414' subinstr-id='16'/>
+         <instruction instr-id='414' subinstr-id='18'/>
+         <instruction instr-id='414' subinstr-id='20'/>
+         <instruction instr-id='414' subinstr-id='22'/>
+         <instruction instr-id='414' subinstr-id='24'/>
+         <instruction instr-id='416'/>
+         <instruction instr-id='416' subinstr-id='2'/>
+         <instruction instr-id='416' subinstr-id='4'/>
+         <instruction instr-id='416' subinstr-id='6'/>
+         <instruction instr-id='416' subinstr-id='8'/>
+         <instruction instr-id='416' subinstr-id='10'/>
+         <instruction instr-id='416' subinstr-id='12'/>
+         <instruction instr-id='416' subinstr-id='14'/>
+         <instruction instr-id='416' subinstr-id='16'/>
+         <instruction instr-id='416' subinstr-id='18'/>
+         <instruction instr-id='416' subinstr-id='20'/>
+         <instruction instr-id='416' subinstr-id='22'/>
+         <instruction instr-id='416' subinstr-id='24'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='419' subinstr-id='2'/>
+         <instruction instr-id='419' subinstr-id='4'/>
+         <instruction instr-id='419' subinstr-id='6'/>
+         <instruction instr-id='419' subinstr-id='8'/>
+         <instruction instr-id='419' subinstr-id='10'/>
+         <instruction instr-id='419' subinstr-id='12'/>
+         <instruction instr-id='419' subinstr-id='14'/>
+         <instruction instr-id='419' subinstr-id='16'/>
+         <instruction instr-id='419' subinstr-id='18'/>
+         <instruction instr-id='419' subinstr-id='20'/>
+         <instruction instr-id='419' subinstr-id='22'/>
+         <instruction instr-id='419' subinstr-id='24'/>
+         <instruction instr-id='419' subinstr-id='26'/>
+         <instruction instr-id='421'/>
+         <instruction instr-id='421' subinstr-id='2'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='424' subinstr-id='2'/>
+         <instruction instr-id='424' subinstr-id='4'/>
+         <instruction instr-id='424' subinstr-id='6'/>
+         <instruction instr-id='424' subinstr-id='8'/>
+         <instruction instr-id='424' subinstr-id='10'/>
+         <instruction instr-id='424' subinstr-id='12'/>
+         <instruction instr-id='424' subinstr-id='14'/>
+         <instruction instr-id='424' subinstr-id='16'/>
+         <instruction instr-id='424' subinstr-id='18'/>
+         <instruction instr-id='424' subinstr-id='20'/>
+         <instruction instr-id='424' subinstr-id='22'/>
+         <instruction instr-id='424' subinstr-id='24'/>
+         <instruction instr-id='426'/>
+         <instruction instr-id='426' subinstr-id='2'/>
+         <instruction instr-id='426' subinstr-id='4'/>
+         <instruction instr-id='426' subinstr-id='6'/>
+         <instruction instr-id='426' subinstr-id='8'/>
+         <instruction instr-id='426' subinstr-id='10'/>
+         <instruction instr-id='426' subinstr-id='12'/>
+         <instruction instr-id='426' subinstr-id='14'/>
+         <instruction instr-id='426' subinstr-id='16'/>
+         <instruction instr-id='426' subinstr-id='18'/>
+         <instruction instr-id='426' subinstr-id='20'/>
+         <instruction instr-id='426' subinstr-id='22'/>
+         <instruction instr-id='426' subinstr-id='24'/>
+         <instruction instr-id='428'/>
+         <instruction instr-id='428' subinstr-id='2'/>
+         <instruction instr-id='428' subinstr-id='4'/>
+         <instruction instr-id='428' subinstr-id='6'/>
+         <instruction instr-id='428' subinstr-id='8'/>
+         <instruction instr-id='428' subinstr-id='10'/>
+         <instruction instr-id='428' subinstr-id='12'/>
+         <instruction instr-id='428' subinstr-id='14'/>
+         <instruction instr-id='428' subinstr-id='16'/>
+         <instruction instr-id='428' subinstr-id='18'/>
+         <instruction instr-id='428' subinstr-id='20'/>
+         <instruction instr-id='428' subinstr-id='22'/>
+         <instruction instr-id='428' subinstr-id='24'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='430' subinstr-id='14'/>
+         <instruction instr-id='430' subinstr-id='16'/>
+         <instruction instr-id='430' subinstr-id='18'/>
+         <instruction instr-id='430' subinstr-id='20'/>
+         <instruction instr-id='430' subinstr-id='22'/>
+         <instruction instr-id='430' subinstr-id='24'/>
+         <instruction instr-id='432'/>
+         <instruction instr-id='432' subinstr-id='2'/>
+         <instruction instr-id='432' subinstr-id='4'/>
+         <instruction instr-id='432' subinstr-id='6'/>
+         <instruction instr-id='432' subinstr-id='8'/>
+         <instruction instr-id='432' subinstr-id='10'/>
+         <instruction instr-id='432' subinstr-id='12'/>
+         <instruction instr-id='432' subinstr-id='14'/>
+         <instruction instr-id='432' subinstr-id='16'/>
+         <instruction instr-id='432' subinstr-id='18'/>
+         <instruction instr-id='432' subinstr-id='20'/>
+         <instruction instr-id='432' subinstr-id='22'/>
+         <instruction instr-id='432' subinstr-id='24'/>
+         <instruction instr-id='435'/>
+         <instruction instr-id='435' subinstr-id='2'/>
+         <instruction instr-id='435' subinstr-id='4'/>
+         <instruction instr-id='435' subinstr-id='6'/>
+         <instruction instr-id='435' subinstr-id='8'/>
+         <instruction instr-id='435' subinstr-id='10'/>
+         <instruction instr-id='435' subinstr-id='12'/>
+         <instruction instr-id='435' subinstr-id='14'/>
+         <instruction instr-id='435' subinstr-id='16'/>
+         <instruction instr-id='435' subinstr-id='18'/>
+         <instruction instr-id='435' subinstr-id='20'/>
+         <instruction instr-id='435' subinstr-id='22'/>
+         <instruction instr-id='435' subinstr-id='24'/>
+         <instruction instr-id='435' subinstr-id='26'/>
+         <bounding-box x1='45' y1='267' x2='577' y2='474'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='3'>
+         <instruction instr-id='631'/>
+         <instruction instr-id='631' subinstr-id='2'/>
+         <instruction instr-id='633'/>
+         <instruction instr-id='633' subinstr-id='2'/>
+         <instruction instr-id='633' subinstr-id='4'/>
+         <instruction instr-id='635'/>
+         <instruction instr-id='645'/>
+         <instruction instr-id='645' subinstr-id='2'/>
+         <instruction instr-id='654'/>
+         <instruction instr-id='654' subinstr-id='2'/>
+         <instruction instr-id='663'/>
+         <instruction instr-id='663' subinstr-id='2'/>
+         <instruction instr-id='672'/>
+         <instruction instr-id='672' subinstr-id='2'/>
+         <instruction instr-id='681'/>
+         <instruction instr-id='681' subinstr-id='2'/>
+         <instruction instr-id='690'/>
+         <instruction instr-id='690' subinstr-id='2'/>
+         <instruction instr-id='692'/>
+         <instruction instr-id='692' subinstr-id='2'/>
+         <instruction instr-id='695'/>
+         <instruction instr-id='695' subinstr-id='2'/>
+         <instruction instr-id='698'/>
+         <instruction instr-id='698' subinstr-id='2'/>
+         <instruction instr-id='698' subinstr-id='4'/>
+         <instruction instr-id='701'/>
+         <instruction instr-id='701' subinstr-id='2'/>
+         <instruction instr-id='704'/>
+         <instruction instr-id='704' subinstr-id='2'/>
+         <instruction instr-id='704' subinstr-id='4'/>
+         <instruction instr-id='707'/>
+         <instruction instr-id='707' subinstr-id='2'/>
+         <instruction instr-id='710'/>
+         <instruction instr-id='710' subinstr-id='2'/>
+         <instruction instr-id='710' subinstr-id='4'/>
+         <instruction instr-id='713'/>
+         <instruction instr-id='713' subinstr-id='2'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='719'/>
+         <instruction instr-id='719' subinstr-id='2'/>
+         <instruction instr-id='719' subinstr-id='4'/>
+         <instruction instr-id='719' subinstr-id='6'/>
+         <instruction instr-id='719' subinstr-id='8'/>
+         <instruction instr-id='719' subinstr-id='10'/>
+         <instruction instr-id='719' subinstr-id='12'/>
+         <instruction instr-id='719' subinstr-id='14'/>
+         <instruction instr-id='719' subinstr-id='16'/>
+         <instruction instr-id='719' subinstr-id='18'/>
+         <instruction instr-id='719' subinstr-id='20'/>
+         <instruction instr-id='719' subinstr-id='22'/>
+         <instruction instr-id='719' subinstr-id='24'/>
+         <instruction instr-id='721'/>
+         <instruction instr-id='721' subinstr-id='2'/>
+         <instruction instr-id='721' subinstr-id='4'/>
+         <instruction instr-id='721' subinstr-id='6'/>
+         <instruction instr-id='721' subinstr-id='8'/>
+         <instruction instr-id='721' subinstr-id='10'/>
+         <instruction instr-id='721' subinstr-id='12'/>
+         <instruction instr-id='721' subinstr-id='14'/>
+         <instruction instr-id='721' subinstr-id='16'/>
+         <instruction instr-id='721' subinstr-id='18'/>
+         <instruction instr-id='721' subinstr-id='20'/>
+         <instruction instr-id='721' subinstr-id='22'/>
+         <instruction instr-id='721' subinstr-id='24'/>
+         <instruction instr-id='723'/>
+         <instruction instr-id='723' subinstr-id='2'/>
+         <instruction instr-id='723' subinstr-id='4'/>
+         <instruction instr-id='723' subinstr-id='6'/>
+         <instruction instr-id='723' subinstr-id='8'/>
+         <instruction instr-id='723' subinstr-id='10'/>
+         <instruction instr-id='723' subinstr-id='12'/>
+         <instruction instr-id='723' subinstr-id='14'/>
+         <instruction instr-id='723' subinstr-id='16'/>
+         <instruction instr-id='723' subinstr-id='18'/>
+         <instruction instr-id='723' subinstr-id='20'/>
+         <instruction instr-id='723' subinstr-id='22'/>
+         <instruction instr-id='723' subinstr-id='24'/>
+         <instruction instr-id='725'/>
+         <instruction instr-id='725' subinstr-id='2'/>
+         <instruction instr-id='725' subinstr-id='4'/>
+         <instruction instr-id='725' subinstr-id='6'/>
+         <instruction instr-id='725' subinstr-id='8'/>
+         <instruction instr-id='725' subinstr-id='10'/>
+         <instruction instr-id='725' subinstr-id='12'/>
+         <instruction instr-id='725' subinstr-id='14'/>
+         <instruction instr-id='725' subinstr-id='16'/>
+         <instruction instr-id='725' subinstr-id='18'/>
+         <instruction instr-id='725' subinstr-id='20'/>
+         <instruction instr-id='725' subinstr-id='22'/>
+         <instruction instr-id='725' subinstr-id='24'/>
+         <instruction instr-id='727'/>
+         <instruction instr-id='727' subinstr-id='2'/>
+         <instruction instr-id='727' subinstr-id='4'/>
+         <instruction instr-id='727' subinstr-id='6'/>
+         <instruction instr-id='727' subinstr-id='8'/>
+         <instruction instr-id='727' subinstr-id='10'/>
+         <instruction instr-id='727' subinstr-id='12'/>
+         <instruction instr-id='727' subinstr-id='14'/>
+         <instruction instr-id='727' subinstr-id='16'/>
+         <instruction instr-id='727' subinstr-id='18'/>
+         <instruction instr-id='727' subinstr-id='20'/>
+         <instruction instr-id='727' subinstr-id='22'/>
+         <instruction instr-id='727' subinstr-id='24'/>
+         <instruction instr-id='730'/>
+         <instruction instr-id='730' subinstr-id='2'/>
+         <instruction instr-id='730' subinstr-id='4'/>
+         <instruction instr-id='730' subinstr-id='6'/>
+         <instruction instr-id='730' subinstr-id='8'/>
+         <instruction instr-id='730' subinstr-id='10'/>
+         <instruction instr-id='730' subinstr-id='12'/>
+         <instruction instr-id='730' subinstr-id='14'/>
+         <instruction instr-id='730' subinstr-id='16'/>
+         <instruction instr-id='730' subinstr-id='18'/>
+         <instruction instr-id='730' subinstr-id='20'/>
+         <instruction instr-id='730' subinstr-id='22'/>
+         <instruction instr-id='730' subinstr-id='24'/>
+         <instruction instr-id='730' subinstr-id='26'/>
+         <bounding-box x1='36' y1='586' x2='566' y2='696'/>
+      </region>
+   </table>
+   <table id='4'>
+      <region id='1' page='3'>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='165'/>
+         <instruction instr-id='165' subinstr-id='2'/>
+         <instruction instr-id='165' subinstr-id='4'/>
+         <instruction instr-id='165' subinstr-id='6'/>
+         <instruction instr-id='165' subinstr-id='8'/>
+         <instruction instr-id='165' subinstr-id='10'/>
+         <instruction instr-id='165' subinstr-id='12'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='194' subinstr-id='2'/>
+         <instruction instr-id='197'/>
+         <instruction instr-id='197' subinstr-id='2'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='200' subinstr-id='2'/>
+         <instruction instr-id='200' subinstr-id='4'/>
+         <instruction instr-id='203'/>
+         <instruction instr-id='203' subinstr-id='2'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='209'/>
+         <instruction instr-id='209' subinstr-id='2'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='223'/>
+         <instruction instr-id='223' subinstr-id='2'/>
+         <instruction instr-id='223' subinstr-id='4'/>
+         <instruction instr-id='225'/>
+         <instruction instr-id='225' subinstr-id='2'/>
+         <instruction instr-id='225' subinstr-id='4'/>
+         <instruction instr-id='225' subinstr-id='6'/>
+         <instruction instr-id='225' subinstr-id='8'/>
+         <instruction instr-id='225' subinstr-id='10'/>
+         <instruction instr-id='225' subinstr-id='12'/>
+         <instruction instr-id='225' subinstr-id='14'/>
+         <instruction instr-id='225' subinstr-id='16'/>
+         <instruction instr-id='225' subinstr-id='18'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='227' subinstr-id='12'/>
+         <instruction instr-id='227' subinstr-id='14'/>
+         <instruction instr-id='227' subinstr-id='16'/>
+         <instruction instr-id='227' subinstr-id='18'/>
+         <instruction instr-id='227' subinstr-id='20'/>
+         <instruction instr-id='227' subinstr-id='22'/>
+         <instruction instr-id='227' subinstr-id='24'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='229' subinstr-id='6'/>
+         <instruction instr-id='229' subinstr-id='8'/>
+         <instruction instr-id='229' subinstr-id='10'/>
+         <instruction instr-id='229' subinstr-id='12'/>
+         <instruction instr-id='229' subinstr-id='14'/>
+         <instruction instr-id='229' subinstr-id='16'/>
+         <instruction instr-id='229' subinstr-id='18'/>
+         <instruction instr-id='229' subinstr-id='20'/>
+         <instruction instr-id='229' subinstr-id='22'/>
+         <instruction instr-id='229' subinstr-id='24'/>
+         <instruction instr-id='231'/>
+         <instruction instr-id='231' subinstr-id='2'/>
+         <instruction instr-id='231' subinstr-id='4'/>
+         <instruction instr-id='231' subinstr-id='6'/>
+         <instruction instr-id='231' subinstr-id='8'/>
+         <instruction instr-id='231' subinstr-id='10'/>
+         <instruction instr-id='231' subinstr-id='12'/>
+         <instruction instr-id='231' subinstr-id='14'/>
+         <instruction instr-id='231' subinstr-id='16'/>
+         <instruction instr-id='231' subinstr-id='18'/>
+         <instruction instr-id='231' subinstr-id='20'/>
+         <instruction instr-id='231' subinstr-id='22'/>
+         <instruction instr-id='231' subinstr-id='24'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='12'/>
+         <instruction instr-id='233' subinstr-id='14'/>
+         <instruction instr-id='233' subinstr-id='16'/>
+         <instruction instr-id='233' subinstr-id='18'/>
+         <instruction instr-id='233' subinstr-id='20'/>
+         <instruction instr-id='233' subinstr-id='22'/>
+         <instruction instr-id='233' subinstr-id='24'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='12'/>
+         <instruction instr-id='236' subinstr-id='14'/>
+         <instruction instr-id='236' subinstr-id='16'/>
+         <instruction instr-id='236' subinstr-id='18'/>
+         <instruction instr-id='236' subinstr-id='20'/>
+         <instruction instr-id='236' subinstr-id='22'/>
+         <instruction instr-id='236' subinstr-id='24'/>
+         <instruction instr-id='236' subinstr-id='26'/>
+         <instruction instr-id='238'/>
+         <instruction instr-id='238' subinstr-id='2'/>
+         <instruction instr-id='241'/>
+         <instruction instr-id='241' subinstr-id='2'/>
+         <instruction instr-id='241' subinstr-id='4'/>
+         <instruction instr-id='241' subinstr-id='6'/>
+         <instruction instr-id='241' subinstr-id='8'/>
+         <instruction instr-id='241' subinstr-id='10'/>
+         <instruction instr-id='241' subinstr-id='12'/>
+         <instruction instr-id='241' subinstr-id='14'/>
+         <instruction instr-id='241' subinstr-id='16'/>
+         <instruction instr-id='241' subinstr-id='18'/>
+         <instruction instr-id='241' subinstr-id='20'/>
+         <instruction instr-id='241' subinstr-id='22'/>
+         <instruction instr-id='241' subinstr-id='24'/>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='243' subinstr-id='6'/>
+         <instruction instr-id='243' subinstr-id='8'/>
+         <instruction instr-id='243' subinstr-id='10'/>
+         <instruction instr-id='243' subinstr-id='12'/>
+         <instruction instr-id='243' subinstr-id='14'/>
+         <instruction instr-id='243' subinstr-id='16'/>
+         <instruction instr-id='243' subinstr-id='18'/>
+         <instruction instr-id='243' subinstr-id='20'/>
+         <instruction instr-id='243' subinstr-id='22'/>
+         <instruction instr-id='243' subinstr-id='24'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='245' subinstr-id='18'/>
+         <instruction instr-id='245' subinstr-id='20'/>
+         <instruction instr-id='245' subinstr-id='22'/>
+         <instruction instr-id='245' subinstr-id='24'/>
+         <instruction instr-id='247'/>
+         <instruction instr-id='247' subinstr-id='2'/>
+         <instruction instr-id='247' subinstr-id='4'/>
+         <instruction instr-id='247' subinstr-id='6'/>
+         <instruction instr-id='247' subinstr-id='8'/>
+         <instruction instr-id='247' subinstr-id='10'/>
+         <instruction instr-id='247' subinstr-id='12'/>
+         <instruction instr-id='247' subinstr-id='14'/>
+         <instruction instr-id='247' subinstr-id='16'/>
+         <instruction instr-id='247' subinstr-id='18'/>
+         <instruction instr-id='247' subinstr-id='20'/>
+         <instruction instr-id='247' subinstr-id='22'/>
+         <instruction instr-id='247' subinstr-id='24'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='249' subinstr-id='4'/>
+         <instruction instr-id='249' subinstr-id='6'/>
+         <instruction instr-id='249' subinstr-id='8'/>
+         <instruction instr-id='249' subinstr-id='10'/>
+         <instruction instr-id='249' subinstr-id='12'/>
+         <instruction instr-id='249' subinstr-id='14'/>
+         <instruction instr-id='249' subinstr-id='16'/>
+         <instruction instr-id='249' subinstr-id='18'/>
+         <instruction instr-id='249' subinstr-id='20'/>
+         <instruction instr-id='249' subinstr-id='22'/>
+         <instruction instr-id='249' subinstr-id='24'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='252' subinstr-id='6'/>
+         <instruction instr-id='252' subinstr-id='8'/>
+         <instruction instr-id='252' subinstr-id='10'/>
+         <instruction instr-id='252' subinstr-id='12'/>
+         <instruction instr-id='252' subinstr-id='14'/>
+         <instruction instr-id='252' subinstr-id='16'/>
+         <instruction instr-id='252' subinstr-id='18'/>
+         <instruction instr-id='252' subinstr-id='20'/>
+         <instruction instr-id='252' subinstr-id='22'/>
+         <instruction instr-id='252' subinstr-id='24'/>
+         <instruction instr-id='252' subinstr-id='26'/>
+         <bounding-box x1='36' y1='349' x2='564' y2='524'/>
+      </region>
+   </table>
+   <table id='5'>
+      <region id='1' page='3'>
+         <instruction instr-id='395'/>
+         <instruction instr-id='395' subinstr-id='2'/>
+         <instruction instr-id='397'/>
+         <instruction instr-id='397' subinstr-id='2'/>
+         <instruction instr-id='397' subinstr-id='4'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='409'/>
+         <instruction instr-id='409' subinstr-id='2'/>
+         <instruction instr-id='418'/>
+         <instruction instr-id='418' subinstr-id='2'/>
+         <instruction instr-id='427'/>
+         <instruction instr-id='427' subinstr-id='2'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='436' subinstr-id='2'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='445' subinstr-id='2'/>
+         <instruction instr-id='454'/>
+         <instruction instr-id='454' subinstr-id='2'/>
+         <instruction instr-id='456'/>
+         <instruction instr-id='456' subinstr-id='2'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='462'/>
+         <instruction instr-id='462' subinstr-id='2'/>
+         <instruction instr-id='462' subinstr-id='4'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='468'/>
+         <instruction instr-id='468' subinstr-id='2'/>
+         <instruction instr-id='468' subinstr-id='4'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='474' subinstr-id='2'/>
+         <instruction instr-id='474' subinstr-id='4'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='477' subinstr-id='2'/>
+         <instruction instr-id='480'/>
+         <instruction instr-id='483'/>
+         <instruction instr-id='483' subinstr-id='2'/>
+         <instruction instr-id='483' subinstr-id='4'/>
+         <instruction instr-id='483' subinstr-id='6'/>
+         <instruction instr-id='483' subinstr-id='8'/>
+         <instruction instr-id='483' subinstr-id='10'/>
+         <instruction instr-id='483' subinstr-id='12'/>
+         <instruction instr-id='483' subinstr-id='14'/>
+         <instruction instr-id='483' subinstr-id='16'/>
+         <instruction instr-id='483' subinstr-id='18'/>
+         <instruction instr-id='483' subinstr-id='20'/>
+         <instruction instr-id='483' subinstr-id='22'/>
+         <instruction instr-id='483' subinstr-id='24'/>
+         <instruction instr-id='485'/>
+         <instruction instr-id='485' subinstr-id='2'/>
+         <instruction instr-id='485' subinstr-id='4'/>
+         <instruction instr-id='485' subinstr-id='6'/>
+         <instruction instr-id='485' subinstr-id='8'/>
+         <instruction instr-id='485' subinstr-id='10'/>
+         <instruction instr-id='485' subinstr-id='12'/>
+         <instruction instr-id='485' subinstr-id='14'/>
+         <instruction instr-id='485' subinstr-id='16'/>
+         <instruction instr-id='485' subinstr-id='18'/>
+         <instruction instr-id='485' subinstr-id='20'/>
+         <instruction instr-id='485' subinstr-id='22'/>
+         <instruction instr-id='485' subinstr-id='24'/>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='487' subinstr-id='4'/>
+         <instruction instr-id='487' subinstr-id='6'/>
+         <instruction instr-id='487' subinstr-id='8'/>
+         <instruction instr-id='487' subinstr-id='10'/>
+         <instruction instr-id='487' subinstr-id='12'/>
+         <instruction instr-id='487' subinstr-id='14'/>
+         <instruction instr-id='487' subinstr-id='16'/>
+         <instruction instr-id='487' subinstr-id='18'/>
+         <instruction instr-id='487' subinstr-id='20'/>
+         <instruction instr-id='487' subinstr-id='22'/>
+         <instruction instr-id='487' subinstr-id='24'/>
+         <instruction instr-id='489'/>
+         <instruction instr-id='489' subinstr-id='2'/>
+         <instruction instr-id='489' subinstr-id='4'/>
+         <instruction instr-id='489' subinstr-id='6'/>
+         <instruction instr-id='489' subinstr-id='8'/>
+         <instruction instr-id='489' subinstr-id='10'/>
+         <instruction instr-id='489' subinstr-id='12'/>
+         <instruction instr-id='489' subinstr-id='14'/>
+         <instruction instr-id='489' subinstr-id='16'/>
+         <instruction instr-id='489' subinstr-id='18'/>
+         <instruction instr-id='489' subinstr-id='20'/>
+         <instruction instr-id='489' subinstr-id='22'/>
+         <instruction instr-id='489' subinstr-id='24'/>
+         <instruction instr-id='491'/>
+         <instruction instr-id='491' subinstr-id='2'/>
+         <instruction instr-id='491' subinstr-id='4'/>
+         <instruction instr-id='491' subinstr-id='6'/>
+         <instruction instr-id='491' subinstr-id='8'/>
+         <instruction instr-id='491' subinstr-id='10'/>
+         <instruction instr-id='491' subinstr-id='12'/>
+         <instruction instr-id='491' subinstr-id='14'/>
+         <instruction instr-id='491' subinstr-id='16'/>
+         <instruction instr-id='491' subinstr-id='18'/>
+         <instruction instr-id='491' subinstr-id='20'/>
+         <instruction instr-id='491' subinstr-id='22'/>
+         <instruction instr-id='491' subinstr-id='24'/>
+         <instruction instr-id='494'/>
+         <instruction instr-id='494' subinstr-id='2'/>
+         <instruction instr-id='494' subinstr-id='4'/>
+         <instruction instr-id='494' subinstr-id='6'/>
+         <instruction instr-id='494' subinstr-id='8'/>
+         <instruction instr-id='494' subinstr-id='10'/>
+         <instruction instr-id='494' subinstr-id='12'/>
+         <instruction instr-id='494' subinstr-id='14'/>
+         <instruction instr-id='494' subinstr-id='16'/>
+         <instruction instr-id='494' subinstr-id='18'/>
+         <instruction instr-id='494' subinstr-id='20'/>
+         <instruction instr-id='494' subinstr-id='22'/>
+         <instruction instr-id='494' subinstr-id='24'/>
+         <instruction instr-id='494' subinstr-id='26'/>
+         <bounding-box x1='36' y1='171' x2='564' y2='271'/>
+      </region>
+   </table>
+   <table id='6'>
+      <region id='2' page='4'>
+         <instruction instr-id='90'/>
+         <instruction instr-id='90' subinstr-id='2'/>
+         <instruction instr-id='90' subinstr-id='4'/>
+         <instruction instr-id='90' subinstr-id='6'/>
+         <instruction instr-id='90' subinstr-id='8'/>
+         <instruction instr-id='90' subinstr-id='10'/>
+         <instruction instr-id='100'/>
+         <instruction instr-id='100' subinstr-id='2'/>
+         <instruction instr-id='100' subinstr-id='4'/>
+         <instruction instr-id='100' subinstr-id='6'/>
+         <instruction instr-id='100' subinstr-id='8'/>
+         <instruction instr-id='109'/>
+         <instruction instr-id='109' subinstr-id='2'/>
+         <instruction instr-id='109' subinstr-id='4'/>
+         <instruction instr-id='109' subinstr-id='6'/>
+         <instruction instr-id='111'/>
+         <instruction instr-id='111' subinstr-id='2'/>
+         <instruction instr-id='114'/>
+         <instruction instr-id='114' subinstr-id='2'/>
+         <instruction instr-id='117'/>
+         <instruction instr-id='117' subinstr-id='2'/>
+         <instruction instr-id='117' subinstr-id='4'/>
+         <instruction instr-id='120'/>
+         <instruction instr-id='120' subinstr-id='2'/>
+         <instruction instr-id='123'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='126' subinstr-id='2'/>
+         <instruction instr-id='126' subinstr-id='4'/>
+         <instruction instr-id='126' subinstr-id='6'/>
+         <instruction instr-id='126' subinstr-id='8'/>
+         <instruction instr-id='126' subinstr-id='10'/>
+         <instruction instr-id='126' subinstr-id='12'/>
+         <instruction instr-id='126' subinstr-id='14'/>
+         <instruction instr-id='126' subinstr-id='16'/>
+         <instruction instr-id='126' subinstr-id='18'/>
+         <instruction instr-id='128'/>
+         <instruction instr-id='128' subinstr-id='2'/>
+         <instruction instr-id='128' subinstr-id='4'/>
+         <instruction instr-id='128' subinstr-id='6'/>
+         <instruction instr-id='128' subinstr-id='8'/>
+         <instruction instr-id='128' subinstr-id='10'/>
+         <instruction instr-id='128' subinstr-id='12'/>
+         <instruction instr-id='128' subinstr-id='14'/>
+         <instruction instr-id='128' subinstr-id='16'/>
+         <instruction instr-id='128' subinstr-id='18'/>
+         <instruction instr-id='130'/>
+         <instruction instr-id='130' subinstr-id='2'/>
+         <instruction instr-id='130' subinstr-id='4'/>
+         <instruction instr-id='130' subinstr-id='6'/>
+         <instruction instr-id='130' subinstr-id='8'/>
+         <instruction instr-id='130' subinstr-id='10'/>
+         <instruction instr-id='130' subinstr-id='12'/>
+         <instruction instr-id='130' subinstr-id='14'/>
+         <instruction instr-id='132'/>
+         <instruction instr-id='132' subinstr-id='2'/>
+         <instruction instr-id='132' subinstr-id='4'/>
+         <instruction instr-id='132' subinstr-id='6'/>
+         <instruction instr-id='132' subinstr-id='8'/>
+         <instruction instr-id='132' subinstr-id='10'/>
+         <instruction instr-id='132' subinstr-id='12'/>
+         <instruction instr-id='132' subinstr-id='14'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='134' subinstr-id='2'/>
+         <instruction instr-id='134' subinstr-id='4'/>
+         <instruction instr-id='134' subinstr-id='6'/>
+         <instruction instr-id='134' subinstr-id='8'/>
+         <instruction instr-id='134' subinstr-id='10'/>
+         <instruction instr-id='134' subinstr-id='12'/>
+         <instruction instr-id='134' subinstr-id='14'/>
+         <instruction instr-id='136'/>
+         <instruction instr-id='136' subinstr-id='2'/>
+         <instruction instr-id='136' subinstr-id='4'/>
+         <instruction instr-id='136' subinstr-id='6'/>
+         <instruction instr-id='136' subinstr-id='8'/>
+         <instruction instr-id='136' subinstr-id='10'/>
+         <instruction instr-id='136' subinstr-id='12'/>
+         <instruction instr-id='136' subinstr-id='14'/>
+         <instruction instr-id='136' subinstr-id='16'/>
+         <instruction instr-id='136' subinstr-id='18'/>
+         <instruction instr-id='138'/>
+         <instruction instr-id='138' subinstr-id='2'/>
+         <instruction instr-id='138' subinstr-id='4'/>
+         <instruction instr-id='138' subinstr-id='6'/>
+         <instruction instr-id='138' subinstr-id='8'/>
+         <instruction instr-id='138' subinstr-id='10'/>
+         <instruction instr-id='138' subinstr-id='12'/>
+         <instruction instr-id='138' subinstr-id='14'/>
+         <instruction instr-id='138' subinstr-id='16'/>
+         <instruction instr-id='138' subinstr-id='18'/>
+         <instruction instr-id='138' subinstr-id='20'/>
+         <instruction instr-id='138' subinstr-id='22'/>
+         <instruction instr-id='140'/>
+         <instruction instr-id='140' subinstr-id='2'/>
+         <instruction instr-id='140' subinstr-id='4'/>
+         <instruction instr-id='140' subinstr-id='6'/>
+         <instruction instr-id='140' subinstr-id='8'/>
+         <instruction instr-id='140' subinstr-id='10'/>
+         <instruction instr-id='140' subinstr-id='12'/>
+         <instruction instr-id='140' subinstr-id='14'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='142' subinstr-id='4'/>
+         <instruction instr-id='142' subinstr-id='6'/>
+         <instruction instr-id='142' subinstr-id='8'/>
+         <instruction instr-id='142' subinstr-id='10'/>
+         <instruction instr-id='142' subinstr-id='12'/>
+         <instruction instr-id='142' subinstr-id='14'/>
+         <instruction instr-id='142' subinstr-id='16'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='144' subinstr-id='2'/>
+         <instruction instr-id='144' subinstr-id='4'/>
+         <instruction instr-id='144' subinstr-id='6'/>
+         <instruction instr-id='144' subinstr-id='8'/>
+         <instruction instr-id='144' subinstr-id='10'/>
+         <instruction instr-id='144' subinstr-id='12'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='146' subinstr-id='2'/>
+         <instruction instr-id='146' subinstr-id='4'/>
+         <instruction instr-id='146' subinstr-id='6'/>
+         <instruction instr-id='146' subinstr-id='8'/>
+         <instruction instr-id='146' subinstr-id='10'/>
+         <instruction instr-id='146' subinstr-id='12'/>
+         <instruction instr-id='146' subinstr-id='14'/>
+         <instruction instr-id='146' subinstr-id='16'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='148' subinstr-id='12'/>
+         <instruction instr-id='148' subinstr-id='14'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='150' subinstr-id='2'/>
+         <instruction instr-id='150' subinstr-id='4'/>
+         <instruction instr-id='150' subinstr-id='6'/>
+         <instruction instr-id='150' subinstr-id='8'/>
+         <instruction instr-id='150' subinstr-id='10'/>
+         <instruction instr-id='150' subinstr-id='12'/>
+         <instruction instr-id='150' subinstr-id='14'/>
+         <instruction instr-id='150' subinstr-id='16'/>
+         <instruction instr-id='153'/>
+         <instruction instr-id='153' subinstr-id='2'/>
+         <instruction instr-id='153' subinstr-id='4'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='156' subinstr-id='8'/>
+         <instruction instr-id='156' subinstr-id='10'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='158' subinstr-id='2'/>
+         <instruction instr-id='158' subinstr-id='4'/>
+         <instruction instr-id='158' subinstr-id='6'/>
+         <instruction instr-id='158' subinstr-id='8'/>
+         <instruction instr-id='158' subinstr-id='10'/>
+         <instruction instr-id='158' subinstr-id='12'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='160' subinstr-id='2'/>
+         <instruction instr-id='160' subinstr-id='4'/>
+         <instruction instr-id='160' subinstr-id='6'/>
+         <instruction instr-id='160' subinstr-id='8'/>
+         <instruction instr-id='160' subinstr-id='10'/>
+         <instruction instr-id='160' subinstr-id='12'/>
+         <instruction instr-id='160' subinstr-id='14'/>
+         <instruction instr-id='160' subinstr-id='16'/>
+         <instruction instr-id='160' subinstr-id='18'/>
+         <instruction instr-id='160' subinstr-id='20'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='162' subinstr-id='2'/>
+         <instruction instr-id='162' subinstr-id='4'/>
+         <instruction instr-id='162' subinstr-id='6'/>
+         <instruction instr-id='162' subinstr-id='8'/>
+         <instruction instr-id='162' subinstr-id='10'/>
+         <instruction instr-id='162' subinstr-id='12'/>
+         <instruction instr-id='162' subinstr-id='14'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='164' subinstr-id='4'/>
+         <instruction instr-id='164' subinstr-id='6'/>
+         <instruction instr-id='164' subinstr-id='8'/>
+         <instruction instr-id='164' subinstr-id='10'/>
+         <instruction instr-id='164' subinstr-id='12'/>
+         <instruction instr-id='164' subinstr-id='14'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='166' subinstr-id='2'/>
+         <instruction instr-id='166' subinstr-id='4'/>
+         <instruction instr-id='166' subinstr-id='6'/>
+         <instruction instr-id='166' subinstr-id='8'/>
+         <instruction instr-id='166' subinstr-id='10'/>
+         <instruction instr-id='166' subinstr-id='12'/>
+         <instruction instr-id='166' subinstr-id='14'/>
+         <instruction instr-id='166' subinstr-id='16'/>
+         <instruction instr-id='168'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='170' subinstr-id='2'/>
+         <instruction instr-id='170' subinstr-id='4'/>
+         <instruction instr-id='170' subinstr-id='6'/>
+         <instruction instr-id='170' subinstr-id='8'/>
+         <instruction instr-id='170' subinstr-id='10'/>
+         <instruction instr-id='170' subinstr-id='12'/>
+         <instruction instr-id='170' subinstr-id='14'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='172' subinstr-id='4'/>
+         <instruction instr-id='172' subinstr-id='6'/>
+         <instruction instr-id='172' subinstr-id='8'/>
+         <instruction instr-id='172' subinstr-id='10'/>
+         <instruction instr-id='172' subinstr-id='12'/>
+         <instruction instr-id='172' subinstr-id='14'/>
+         <instruction instr-id='172' subinstr-id='16'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='174' subinstr-id='4'/>
+         <instruction instr-id='174' subinstr-id='6'/>
+         <instruction instr-id='174' subinstr-id='8'/>
+         <instruction instr-id='174' subinstr-id='10'/>
+         <instruction instr-id='174' subinstr-id='12'/>
+         <instruction instr-id='174' subinstr-id='14'/>
+         <instruction instr-id='176'/>
+         <instruction instr-id='176' subinstr-id='2'/>
+         <instruction instr-id='176' subinstr-id='4'/>
+         <instruction instr-id='176' subinstr-id='6'/>
+         <instruction instr-id='176' subinstr-id='8'/>
+         <instruction instr-id='176' subinstr-id='10'/>
+         <instruction instr-id='176' subinstr-id='12'/>
+         <instruction instr-id='176' subinstr-id='14'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='178' subinstr-id='4'/>
+         <instruction instr-id='178' subinstr-id='6'/>
+         <instruction instr-id='178' subinstr-id='8'/>
+         <instruction instr-id='178' subinstr-id='10'/>
+         <instruction instr-id='178' subinstr-id='12'/>
+         <instruction instr-id='178' subinstr-id='14'/>
+         <instruction instr-id='178' subinstr-id='16'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='180' subinstr-id='4'/>
+         <instruction instr-id='180' subinstr-id='6'/>
+         <instruction instr-id='180' subinstr-id='8'/>
+         <instruction instr-id='180' subinstr-id='10'/>
+         <instruction instr-id='180' subinstr-id='12'/>
+         <instruction instr-id='180' subinstr-id='14'/>
+         <instruction instr-id='180' subinstr-id='16'/>
+         <instruction instr-id='182'/>
+         <instruction instr-id='182' subinstr-id='2'/>
+         <instruction instr-id='182' subinstr-id='4'/>
+         <instruction instr-id='182' subinstr-id='6'/>
+         <instruction instr-id='182' subinstr-id='8'/>
+         <instruction instr-id='182' subinstr-id='10'/>
+         <instruction instr-id='182' subinstr-id='12'/>
+         <instruction instr-id='182' subinstr-id='14'/>
+         <instruction instr-id='182' subinstr-id='16'/>
+         <instruction instr-id='182' subinstr-id='18'/>
+         <instruction instr-id='184'/>
+         <instruction instr-id='184' subinstr-id='2'/>
+         <instruction instr-id='184' subinstr-id='4'/>
+         <instruction instr-id='184' subinstr-id='6'/>
+         <instruction instr-id='184' subinstr-id='8'/>
+         <instruction instr-id='184' subinstr-id='10'/>
+         <instruction instr-id='184' subinstr-id='12'/>
+         <instruction instr-id='184' subinstr-id='14'/>
+         <instruction instr-id='184' subinstr-id='16'/>
+         <instruction instr-id='184' subinstr-id='18'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='186' subinstr-id='6'/>
+         <instruction instr-id='186' subinstr-id='8'/>
+         <instruction instr-id='186' subinstr-id='10'/>
+         <instruction instr-id='186' subinstr-id='12'/>
+         <instruction instr-id='186' subinstr-id='14'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='188' subinstr-id='2'/>
+         <instruction instr-id='188' subinstr-id='4'/>
+         <instruction instr-id='188' subinstr-id='6'/>
+         <instruction instr-id='188' subinstr-id='8'/>
+         <instruction instr-id='188' subinstr-id='10'/>
+         <instruction instr-id='188' subinstr-id='12'/>
+         <instruction instr-id='188' subinstr-id='14'/>
+         <instruction instr-id='188' subinstr-id='16'/>
+         <instruction instr-id='188' subinstr-id='18'/>
+         <instruction instr-id='190'/>
+         <instruction instr-id='190' subinstr-id='2'/>
+         <instruction instr-id='190' subinstr-id='4'/>
+         <instruction instr-id='190' subinstr-id='6'/>
+         <instruction instr-id='190' subinstr-id='8'/>
+         <instruction instr-id='190' subinstr-id='10'/>
+         <instruction instr-id='190' subinstr-id='12'/>
+         <instruction instr-id='190' subinstr-id='14'/>
+         <instruction instr-id='192'/>
+         <instruction instr-id='192' subinstr-id='2'/>
+         <instruction instr-id='192' subinstr-id='4'/>
+         <instruction instr-id='192' subinstr-id='6'/>
+         <instruction instr-id='192' subinstr-id='8'/>
+         <instruction instr-id='192' subinstr-id='10'/>
+         <instruction instr-id='192' subinstr-id='12'/>
+         <instruction instr-id='192' subinstr-id='14'/>
+         <instruction instr-id='192' subinstr-id='16'/>
+         <instruction instr-id='192' subinstr-id='18'/>
+         <instruction instr-id='194'/>
+         <instruction instr-id='194' subinstr-id='2'/>
+         <instruction instr-id='194' subinstr-id='4'/>
+         <instruction instr-id='194' subinstr-id='6'/>
+         <instruction instr-id='194' subinstr-id='8'/>
+         <instruction instr-id='194' subinstr-id='10'/>
+         <instruction instr-id='194' subinstr-id='12'/>
+         <instruction instr-id='194' subinstr-id='14'/>
+         <instruction instr-id='196'/>
+         <instruction instr-id='196' subinstr-id='2'/>
+         <instruction instr-id='196' subinstr-id='4'/>
+         <instruction instr-id='196' subinstr-id='6'/>
+         <instruction instr-id='196' subinstr-id='8'/>
+         <instruction instr-id='196' subinstr-id='10'/>
+         <instruction instr-id='196' subinstr-id='12'/>
+         <instruction instr-id='196' subinstr-id='14'/>
+         <instruction instr-id='196' subinstr-id='16'/>
+         <instruction instr-id='196' subinstr-id='18'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='198' subinstr-id='2'/>
+         <instruction instr-id='198' subinstr-id='4'/>
+         <instruction instr-id='198' subinstr-id='6'/>
+         <instruction instr-id='198' subinstr-id='8'/>
+         <instruction instr-id='198' subinstr-id='10'/>
+         <instruction instr-id='198' subinstr-id='12'/>
+         <instruction instr-id='198' subinstr-id='14'/>
+         <instruction instr-id='198' subinstr-id='16'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='200' subinstr-id='2'/>
+         <instruction instr-id='200' subinstr-id='4'/>
+         <instruction instr-id='200' subinstr-id='6'/>
+         <instruction instr-id='200' subinstr-id='8'/>
+         <instruction instr-id='200' subinstr-id='10'/>
+         <instruction instr-id='200' subinstr-id='12'/>
+         <instruction instr-id='200' subinstr-id='14'/>
+         <instruction instr-id='200' subinstr-id='16'/>
+         <instruction instr-id='200' subinstr-id='18'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='202' subinstr-id='4'/>
+         <instruction instr-id='202' subinstr-id='6'/>
+         <instruction instr-id='202' subinstr-id='8'/>
+         <instruction instr-id='202' subinstr-id='10'/>
+         <instruction instr-id='202' subinstr-id='12'/>
+         <instruction instr-id='202' subinstr-id='14'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='204' subinstr-id='2'/>
+         <instruction instr-id='204' subinstr-id='4'/>
+         <instruction instr-id='204' subinstr-id='6'/>
+         <instruction instr-id='204' subinstr-id='8'/>
+         <instruction instr-id='204' subinstr-id='10'/>
+         <instruction instr-id='204' subinstr-id='12'/>
+         <instruction instr-id='204' subinstr-id='14'/>
+         <instruction instr-id='204' subinstr-id='16'/>
+         <instruction instr-id='206'/>
+         <instruction instr-id='206' subinstr-id='2'/>
+         <instruction instr-id='206' subinstr-id='4'/>
+         <instruction instr-id='206' subinstr-id='6'/>
+         <instruction instr-id='206' subinstr-id='8'/>
+         <instruction instr-id='206' subinstr-id='10'/>
+         <instruction instr-id='206' subinstr-id='12'/>
+         <instruction instr-id='206' subinstr-id='14'/>
+         <instruction instr-id='208'/>
+         <instruction instr-id='208' subinstr-id='2'/>
+         <instruction instr-id='208' subinstr-id='4'/>
+         <instruction instr-id='208' subinstr-id='6'/>
+         <instruction instr-id='208' subinstr-id='8'/>
+         <instruction instr-id='208' subinstr-id='10'/>
+         <instruction instr-id='208' subinstr-id='12'/>
+         <instruction instr-id='210'/>
+         <instruction instr-id='210' subinstr-id='2'/>
+         <instruction instr-id='210' subinstr-id='4'/>
+         <instruction instr-id='210' subinstr-id='6'/>
+         <instruction instr-id='210' subinstr-id='8'/>
+         <instruction instr-id='210' subinstr-id='10'/>
+         <instruction instr-id='210' subinstr-id='12'/>
+         <instruction instr-id='210' subinstr-id='14'/>
+         <instruction instr-id='210' subinstr-id='16'/>
+         <instruction instr-id='212'/>
+         <instruction instr-id='212' subinstr-id='2'/>
+         <instruction instr-id='212' subinstr-id='4'/>
+         <instruction instr-id='212' subinstr-id='6'/>
+         <instruction instr-id='212' subinstr-id='8'/>
+         <instruction instr-id='212' subinstr-id='10'/>
+         <instruction instr-id='212' subinstr-id='12'/>
+         <instruction instr-id='212' subinstr-id='14'/>
+         <instruction instr-id='212' subinstr-id='16'/>
+         <instruction instr-id='212' subinstr-id='18'/>
+         <instruction instr-id='214'/>
+         <instruction instr-id='214' subinstr-id='2'/>
+         <instruction instr-id='214' subinstr-id='4'/>
+         <instruction instr-id='214' subinstr-id='6'/>
+         <instruction instr-id='214' subinstr-id='8'/>
+         <instruction instr-id='214' subinstr-id='10'/>
+         <instruction instr-id='214' subinstr-id='12'/>
+         <instruction instr-id='214' subinstr-id='14'/>
+         <instruction instr-id='214' subinstr-id='16'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='216' subinstr-id='2'/>
+         <instruction instr-id='216' subinstr-id='4'/>
+         <instruction instr-id='216' subinstr-id='6'/>
+         <instruction instr-id='216' subinstr-id='8'/>
+         <instruction instr-id='216' subinstr-id='10'/>
+         <instruction instr-id='216' subinstr-id='12'/>
+         <instruction instr-id='216' subinstr-id='14'/>
+         <instruction instr-id='218'/>
+         <instruction instr-id='218' subinstr-id='2'/>
+         <instruction instr-id='218' subinstr-id='4'/>
+         <instruction instr-id='218' subinstr-id='6'/>
+         <instruction instr-id='218' subinstr-id='8'/>
+         <instruction instr-id='218' subinstr-id='10'/>
+         <instruction instr-id='218' subinstr-id='12'/>
+         <instruction instr-id='218' subinstr-id='14'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <instruction instr-id='220' subinstr-id='4'/>
+         <instruction instr-id='220' subinstr-id='6'/>
+         <instruction instr-id='220' subinstr-id='8'/>
+         <instruction instr-id='220' subinstr-id='10'/>
+         <instruction instr-id='220' subinstr-id='12'/>
+         <instruction instr-id='220' subinstr-id='14'/>
+         <instruction instr-id='220' subinstr-id='16'/>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='222' subinstr-id='12'/>
+         <instruction instr-id='222' subinstr-id='14'/>
+         <instruction instr-id='222' subinstr-id='16'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='224' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='8'/>
+         <instruction instr-id='224' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='12'/>
+         <instruction instr-id='224' subinstr-id='14'/>
+         <instruction instr-id='224' subinstr-id='16'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='226' subinstr-id='12'/>
+         <instruction instr-id='226' subinstr-id='14'/>
+         <instruction instr-id='226' subinstr-id='16'/>
+         <instruction instr-id='228'/>
+         <instruction instr-id='228' subinstr-id='2'/>
+         <instruction instr-id='228' subinstr-id='4'/>
+         <instruction instr-id='228' subinstr-id='6'/>
+         <instruction instr-id='228' subinstr-id='8'/>
+         <instruction instr-id='228' subinstr-id='10'/>
+         <instruction instr-id='228' subinstr-id='12'/>
+         <instruction instr-id='228' subinstr-id='14'/>
+         <instruction instr-id='228' subinstr-id='16'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='12'/>
+         <instruction instr-id='230' subinstr-id='14'/>
+         <instruction instr-id='232'/>
+         <instruction instr-id='232' subinstr-id='2'/>
+         <instruction instr-id='232' subinstr-id='4'/>
+         <instruction instr-id='232' subinstr-id='6'/>
+         <instruction instr-id='232' subinstr-id='8'/>
+         <instruction instr-id='232' subinstr-id='10'/>
+         <instruction instr-id='232' subinstr-id='12'/>
+         <instruction instr-id='232' subinstr-id='14'/>
+         <bounding-box x1='44' y1='107' x2='295' y2='685'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-str.xml
new file mode 100644
index 00000000..6fdb985e
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025-str.xml
@@ -0,0 +1,5218 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document filename="bm_us-025-str.xml"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd">
+    
+     <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='0' start-col='0' end-row='1' end-col='0'>
+            <bounding-box x1='45' y1='675' x2='92' y2='683'/>
+            <content>Characteristic</content>
+            <instruction instr-id='97' subinstr-id='0'/>
+            <instruction instr-id='97' subinstr-id='2'/>
+            <instruction instr-id='97' subinstr-id='4'/>
+            <instruction instr-id='97' subinstr-id='6'/>
+            <instruction instr-id='97' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='1' end-row='0' end-col='3'>
+            <bounding-box x1='233' y1='689' x2='312' y2='697'/>
+            <content>Coronary heart disease</content>
+            <instruction instr-id='109' subinstr-id='0'/>
+            <instruction instr-id='109' subinstr-id='2'/>
+            <instruction instr-id='109' subinstr-id='4'/>
+            <instruction instr-id='109' subinstr-id='6'/>
+            <instruction instr-id='109' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='4' end-row='0' end-col='6'>
+            <bounding-box x1='466' y1='689' x2='488' y2='697'/>
+            <content>Stroke</content>
+            <instruction instr-id='120' subinstr-id='0'/>
+            <instruction instr-id='120' subinstr-id='2'/>
+            <instruction instr-id='120' subinstr-id='4'/>
+            <instruction instr-id='120' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='197' y1='675' x2='208' y2='683'/>
+            <content>no.</content>
+            <instruction instr-id='122' subinstr-id='0'/>
+            <instruction instr-id='122' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='258' y1='675' x2='273' y2='683'/>
+            <content>Rate</content>
+            <instruction instr-id='125' subinstr-id='0'/>
+            <instruction instr-id='125' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='321' y1='675' x2='350' y2='683'/>
+            <content>(95% CI)</content>
+            <instruction instr-id='128' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='401' y1='675' x2='413' y2='683'/>
+            <content>no.</content>
+            <instruction instr-id='128' subinstr-id='2'/>
+            <instruction instr-id='128' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5' end-row='1' end-col='5'>
+            <bounding-box x1='460' y1='675' x2='475' y2='683'/>
+            <content>Rate</content>
+            <instruction instr-id='131' subinstr-id='0'/>
+            <instruction instr-id='131' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6' end-row='1' end-col='6'>
+            <bounding-box x1='523' y1='675' x2='552' y2='683'/>
+            <content>(95% CI)</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='0' end-row='2' end-col='0'>
+            <bounding-box x1='44' y1='661' x2='57' y2='669'/>
+            <content>Sex</content>
+            <instruction instr-id='137' subinstr-id='0'/>
+            <instruction instr-id='137' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='0' end-row='3' end-col='0'>
+            <bounding-box x1='50' y1='650' x2='75' y2='658'/>
+            <content>Female</content>
+            <instruction instr-id='141' subinstr-id='0'/>
+            <instruction instr-id='141' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='201' y1='650' x2='227' y2='658'/>
+            <content>200,915</content>
+            <instruction instr-id='141' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='259' y1='650' x2='277' y2='658'/>
+            <content>103.1</content>
+            <instruction instr-id='141' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='313' y1='650' x2='358' y2='658'/>
+            <content>(102.7–103.6)</content>
+            <instruction instr-id='141' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='407' y1='650' x2='429' y2='658'/>
+            <content>82,595</content>
+            <instruction instr-id='141' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='465' y1='650' x2='479' y2='658'/>
+            <content>42.6</content>
+            <instruction instr-id='141' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='519' y1='650' x2='556' y2='658'/>
+            <content>(42.3–42.9)</content>
+            <instruction instr-id='141' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='0' end-row='4' end-col='0'>
+            <bounding-box x1='51' y1='639' x2='67' y2='647'/>
+            <content>Male</content>
+            <instruction instr-id='143' subinstr-id='0'/>
+            <instruction instr-id='143' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='201' y1='639' x2='227' y2='647'/>
+            <content>224,510</content>
+            <instruction instr-id='145' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='259' y1='639' x2='277' y2='647'/>
+            <content>176.5</content>
+            <instruction instr-id='145' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='313' y1='639' x2='358' y2='647'/>
+            <content>(175.7–177.2)</content>
+            <instruction instr-id='145' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='407' y1='639' x2='429' y2='647'/>
+            <content>54,524</content>
+            <instruction instr-id='145' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='465' y1='639' x2='479' y2='647'/>
+            <content>43.9</content>
+            <instruction instr-id='145' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='519' y1='639' x2='556' y2='647'/>
+            <content>(43.5–44.3)</content>
+            <instruction instr-id='145' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='0' end-row='5'>
+            <bounding-box x1='45' y1='628' x2='61' y2='636'/>
+            <content>Race</content>
+            <instruction instr-id='148' subinstr-id='0'/>
+            <instruction instr-id='148' subinstr-id='2'/>
+            <instruction instr-id='148' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='0' end-row='6' end-col='0'>
+            <bounding-box x1='51' y1='618' x2='153' y2='626'/>
+            <content>American Indian/Alaska Native</content>
+            <instruction instr-id='151' subinstr-id='0'/>
+            <instruction instr-id='151' subinstr-id='2'/>
+            <instruction instr-id='151' subinstr-id='4'/>
+            <instruction instr-id='151' subinstr-id='6'/>
+            <instruction instr-id='151' subinstr-id='8'/>
+            <instruction instr-id='151' subinstr-id='10'/>
+            <instruction instr-id='151' subinstr-id='12'/>
+            <instruction instr-id='151' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='209' y1='618' x2='227' y2='626'/>
+            <content>1,880</content>
+            <instruction instr-id='151' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='263' y1='618' x2='277' y2='626'/>
+            <content>97.4</content>
+            <instruction instr-id='151' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='315' y1='618' x2='356' y2='626'/>
+            <content>(92.8–102.0)</content>
+            <instruction instr-id='151' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='417' y1='618' x2='429' y2='626'/>
+            <content>548</content>
+            <instruction instr-id='151' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='465' y1='618' x2='479' y2='626'/>
+            <content>29.4</content>
+            <instruction instr-id='151' subinstr-id='24'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='519' y1='618' x2='556' y2='626'/>
+            <content>(26.9–32.0)</content>
+            <instruction instr-id='151' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='0' end-row='7' end-col='0'>
+            <bounding-box x1='51' y1='607' x2='122' y2='615'/>
+            <content>Asian/Paciic Islander</content>
+            <instruction instr-id='153' subinstr-id='0'/>
+            <instruction instr-id='153' subinstr-id='2'/>
+            <instruction instr-id='153' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='209' y1='607' x2='227' y2='615'/>
+            <content>7,570</content>
+            <instruction instr-id='153' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='263' y1='607' x2='277' y2='615'/>
+            <content>77.1</content>
+            <instruction instr-id='153' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='317' y1='607' x2='354' y2='615'/>
+            <content>(75.4–78.9)</content>
+            <instruction instr-id='153' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='411' y1='607' x2='429' y2='615'/>
+            <content>3,662</content>
+            <instruction instr-id='153' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='465' y1='607' x2='479' y2='615'/>
+            <content>37.0</content>
+            <instruction instr-id='153' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='519' y1='607' x2='556' y2='615'/>
+            <content>(35.8–38.2)</content>
+            <instruction instr-id='153' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='0' end-row='8' end-col='0'>
+            <bounding-box x1='51' y1='596' x2='68' y2='604'/>
+            <content>Black</content>
+            <instruction instr-id='155' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='205' y1='596' x2='227' y2='604'/>
+            <content>44,530</content>
+            <instruction instr-id='157' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='259' y1='596' x2='277' y2='604'/>
+            <content>161.6</content>
+            <instruction instr-id='157' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='313' y1='596' x2='358' y2='604'/>
+            <content>(160.1–163.1)</content>
+            <instruction instr-id='157' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='407' y1='596' x2='429' y2='604'/>
+            <content>17,045</content>
+            <instruction instr-id='157' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='465' y1='596' x2='479' y2='604'/>
+            <content>61.6</content>
+            <instruction instr-id='157' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='519' y1='596' x2='556' y2='604'/>
+            <content>(60.7–62.6)</content>
+            <instruction instr-id='157' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='0' end-row='9' end-col='0'>
+            <bounding-box x1='51' y1='585' x2='70' y2='593'/>
+            <content>White</content>
+            <instruction instr-id='159' subinstr-id='0'/>
+            <instruction instr-id='159' subinstr-id='2'/>
+            <instruction instr-id='159' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='201' y1='585' x2='227' y2='593'/>
+            <content>371,445</content>
+            <instruction instr-id='161' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='259' y1='585' x2='277' y2='593'/>
+            <content>134.2</content>
+            <instruction instr-id='161' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='313' y1='585' x2='358' y2='593'/>
+            <content>(133.8–134.6)</content>
+            <instruction instr-id='161' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='403' y1='585' x2='429' y2='593'/>
+            <content>115,864</content>
+            <instruction instr-id='161' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='465' y1='585' x2='479' y2='593'/>
+            <content>41.7</content>
+            <instruction instr-id='161' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='519' y1='585' x2='556' y2='593'/>
+            <content>(41.5–42.0)</content>
+            <instruction instr-id='161' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='0' end-row='10' end-col='0'>
+            <bounding-box x1='45' y1='574' x2='75' y2='582'/>
+            <content>Ethnicity</content>
+            <instruction instr-id='164' subinstr-id='0'/>
+            <instruction instr-id='164' subinstr-id='2'/>
+            <instruction instr-id='164' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='0' end-row='11' end-col='0'>
+            <bounding-box x1='51' y1='564' x2='79' y2='572'/>
+            <content>Hispanic</content>
+            <instruction instr-id='167' subinstr-id='0'/>
+            <instruction instr-id='167' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='205' y1='564' x2='227' y2='572'/>
+            <content>20,939</content>
+            <instruction instr-id='167' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='259' y1='564' x2='277' y2='572'/>
+            <content>106.4</content>
+            <instruction instr-id='167' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='313' y1='564' x2='358' y2='572'/>
+            <content>(104.9–107.8)</content>
+            <instruction instr-id='167' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='411' y1='564' x2='429' y2='572'/>
+            <content>7,005</content>
+            <instruction instr-id='167' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='465' y1='564' x2='479' y2='572'/>
+            <content>34.2</content>
+            <instruction instr-id='167' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='519' y1='564' x2='556' y2='572'/>
+            <content>(33.4–35.0)</content>
+            <instruction instr-id='167' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='0' end-row='12' end-col='0'>
+            <bounding-box x1='51' y1='553' x2='96' y2='561'/>
+            <content>Non-Hispanic</content>
+            <instruction instr-id='169' subinstr-id='0'/>
+            <instruction instr-id='169' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='201' y1='553' x2='227' y2='561'/>
+            <content>403,588</content>
+            <instruction instr-id='169' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='259' y1='553' x2='277' y2='561'/>
+            <content>136.8</content>
+            <instruction instr-id='169' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='313' y1='553' x2='358' y2='561'/>
+            <content>(136.4–137.3)</content>
+            <instruction instr-id='169' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='403' y1='553' x2='429' y2='561'/>
+            <content>129,892</content>
+            <instruction instr-id='169' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5' end-row='12' end-col='5'>
+            <bounding-box x1='465' y1='553' x2='479' y2='561'/>
+            <content>44.0</content>
+            <instruction instr-id='169' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6' end-row='12' end-col='6'>
+            <bounding-box x1='519' y1='553' x2='556' y2='561'/>
+            <content>(43.8–44.3)</content>
+            <instruction instr-id='169' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='0' end-row='13' end-col='0'>
+            <bounding-box x1='45' y1='540' x2='62' y2='548'/>
+            <content>total</content>
+            <instruction instr-id='172' subinstr-id='0'/>
+            <instruction instr-id='172' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='200' y1='540' x2='227' y2='548'/>
+            <content>425,425</content>
+            <instruction instr-id='174' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='258' y1='540' x2='277' y2='548'/>
+            <content>135.0</content>
+            <instruction instr-id='174' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='312' y1='540' x2='359' y2='548'/>
+            <content>(134.6–135.4)</content>
+            <instruction instr-id='174' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='402' y1='540' x2='429' y2='548'/>
+            <content>137,119</content>
+            <instruction instr-id='174' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5' end-row='13' end-col='5'>
+            <bounding-box x1='464' y1='540' x2='479' y2='548'/>
+            <content>43.6</content>
+            <instruction instr-id='174' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6' end-row='13' end-col='6'>
+            <bounding-box x1='518' y1='540' x2='557' y2='548'/>
+            <content>(43.3–43.8)</content>
+            <instruction instr-id='174' subinstr-id='10'/>
+         </cell>
+      </region>
+   </table>
+    
+    <table id="2">
+        <region col-increment="0" id="1" page="2" row-increment="0">
+            <cell end-row="2" id="1" start-col="0" start-row="0">
+                <bounding-box x1="45" x2="81" y1="439" y2="456"/>
+                <content>Age group
+(yrs)</content>
+                <instruction instr-id="316" subinstr-id="0"/>
+                <instruction instr-id="316" subinstr-id="2"/>
+                <instruction instr-id="316" subinstr-id="4"/>
+                <instruction instr-id="316" subinstr-id="6"/>
+                <instruction instr-id="321" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="1" start-row="0">
+                <bounding-box x1="323" x2="339" y1="466" y2="474"/>
+                <content>Race</content>
+                <instruction instr-id="333" subinstr-id="0"/>
+                <instruction instr-id="333" subinstr-id="2"/>
+                <instruction instr-id="333" subinstr-id="4"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="1" start-row="1">
+                <bounding-box x1="91" x2="197" y1="453" y2="461"/>
+                <content>American Indian/Alaska native</content>
+                <instruction instr-id="344" subinstr-id="0"/>
+                <instruction instr-id="344" subinstr-id="2"/>
+                <instruction instr-id="344" subinstr-id="4"/>
+                <instruction instr-id="344" subinstr-id="6"/>
+                <instruction instr-id="344" subinstr-id="8"/>
+                <instruction instr-id="344" subinstr-id="10"/>
+                <instruction instr-id="344" subinstr-id="12"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="4" start-row="1">
+                <bounding-box x1="229" x2="303" y1="453" y2="461"/>
+                <content>Asian/Pacific Islander</content>
+                <instruction instr-id="355" subinstr-id="0"/>
+                <instruction instr-id="355" subinstr-id="2"/>
+                <instruction instr-id="355" subinstr-id="4"/>
+            </cell>
+            <cell end-col="9" id="1" start-col="7" start-row="1">
+                <bounding-box x1="379" x2="398" y1="453" y2="461"/>
+                <content>Black</content>
+                <instruction instr-id="366" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="10" start-row="1">
+                <bounding-box x1="504" x2="525" y1="453" y2="461"/>
+                <content>White</content>
+                <instruction instr-id="377" subinstr-id="0"/>
+                <instruction instr-id="377" subinstr-id="2"/>
+                <instruction instr-id="377" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="91" x2="102" y1="439" y2="447"/>
+                <content>no.</content>
+                <instruction instr-id="379" subinstr-id="0"/>
+                <instruction instr-id="379" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="118" x2="134" y1="439" y2="447"/>
+                <content>Rate</content>
+                <instruction instr-id="382" subinstr-id="0"/>
+                <instruction instr-id="382" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="159" x2="187" y1="439" y2="447"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="385" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="213" x2="225" y1="439" y2="447"/>
+                <content>no.</content>
+                <instruction instr-id="385" subinstr-id="2"/>
+                <instruction instr-id="385" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="242" x2="257" y1="439" y2="447"/>
+                <content>Rate</content>
+                <instruction instr-id="388" subinstr-id="0"/>
+                <instruction instr-id="388" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="282" x2="311" y1="439" y2="447"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="391" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="337" x2="348" y1="439" y2="447"/>
+                <content>no.</content>
+                <instruction instr-id="391" subinstr-id="2"/>
+                <instruction instr-id="391" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="365" x2="380" y1="439" y2="447"/>
+                <content>Rate</content>
+                <instruction instr-id="394" subinstr-id="0"/>
+                <instruction instr-id="394" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="405" x2="433" y1="439" y2="447"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="397" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="462" x2="474" y1="439" y2="447"/>
+                <content>no.</content>
+                <instruction instr-id="397" subinstr-id="2"/>
+                <instruction instr-id="397" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="494" x2="510" y1="439" y2="447"/>
+                <content>Rate</content>
+                <instruction instr-id="400" subinstr-id="0"/>
+                <instruction instr-id="400" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="534" x2="563" y1="439" y2="447"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="403" subinstr-id="-1"/>
+            </cell>
+            <cell end-row="3" id="1" start-col="0" start-row="3">
+                <bounding-box x1="45" x2="71" y1="425" y2="433"/>
+                <content>Women</content>
+                <instruction instr-id="405" subinstr-id="0"/>
+                <instruction instr-id="405" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="51" x2="71" y1="413" y2="421"/>
+                <content>45–54</content>
+                <instruction instr-id="408" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="97" x2="106" y1="413" y2="421"/>
+                <content>47</content>
+                <instruction instr-id="408" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="123" x2="137" y1="413" y2="421"/>
+                <content>21.8</content>
+                <instruction instr-id="408" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="155" x2="191" y1="413" y2="421"/>
+                <content>(16.0–29.0)</content>
+                <instruction instr-id="408" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="221" x2="229" y1="413" y2="421"/>
+                <content>91</content>
+                <instruction instr-id="408" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="251" x2="261" y1="413" y2="421"/>
+                <content>8.7</content>
+                <instruction instr-id="408" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="280" x2="313" y1="413" y2="421"/>
+                <content>(7.0–10.6)</content>
+                <instruction instr-id="408" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="335" x2="353" y1="413" y2="421"/>
+                <content>1,564</content>
+                <instruction instr-id="408" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="370" x2="384" y1="413" y2="421"/>
+                <content>56.0</content>
+                <instruction instr-id="408" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="401" x2="437" y1="413" y2="421"/>
+                <content>(53.2–58.8)</content>
+                <instruction instr-id="408" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="464" x2="482" y1="413" y2="421"/>
+                <content>4,316</content>
+                <instruction instr-id="408" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="499" x2="513" y1="413" y2="421"/>
+                <content>24.1</content>
+                <instruction instr-id="408" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="531" x2="567" y1="413" y2="421"/>
+                <content>(23.4–24.8)</content>
+                <instruction instr-id="408" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="51" x2="71" y1="401" y2="409"/>
+                <content>55–64</content>
+                <instruction instr-id="410" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="93" x2="106" y1="401" y2="409"/>
+                <content>116</content>
+                <instruction instr-id="410" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="123" x2="137" y1="401" y2="409"/>
+                <content>85.5</content>
+                <instruction instr-id="410" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="153" x2="193" y1="401" y2="409"/>
+                <content>(69.9–101.0)</content>
+                <instruction instr-id="410" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="217" x2="229" y1="401" y2="409"/>
+                <content>224</content>
+                <instruction instr-id="410" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="247" x2="261" y1="401" y2="409"/>
+                <content>31.9</content>
+                <instruction instr-id="410" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="278" x2="315" y1="401" y2="409"/>
+                <content>(27.7–36.1)</content>
+                <instruction instr-id="410" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="335" x2="353" y1="401" y2="409"/>
+                <content>2,636</content>
+                <instruction instr-id="410" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="365" x2="384" y1="401" y2="409"/>
+                <content>147.8</content>
+                <instruction instr-id="410" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="396" x2="441" y1="401" y2="409"/>
+                <content>(142.1–153.4)</content>
+                <instruction instr-id="410" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="459" x2="482" y1="401" y2="409"/>
+                <content>10,137</content>
+                <instruction instr-id="410" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="499" x2="513" y1="401" y2="409"/>
+                <content>73.8</content>
+                <instruction instr-id="410" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="5">
+                <bounding-box x1="531" x2="567" y1="401" y2="409"/>
+                <content>(72.3–75.2)</content>
+                <instruction instr-id="410" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="51" x2="71" y1="388" y2="396"/>
+                <content>65–74</content>
+                <instruction instr-id="412" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="93" x2="106" y1="388" y2="396"/>
+                <content>164</content>
+                <instruction instr-id="412" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="119" x2="137" y1="388" y2="396"/>
+                <content>234.9</content>
+                <instruction instr-id="412" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="151" x2="195" y1="388" y2="396"/>
+                <content>(199.0–270.9)</content>
+                <instruction instr-id="412" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="217" x2="229" y1="388" y2="396"/>
+                <content>527</content>
+                <instruction instr-id="412" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="243" x2="261" y1="388" y2="396"/>
+                <content>132.2</content>
+                <instruction instr-id="412" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="274" x2="319" y1="388" y2="396"/>
+                <content>(120.9–143.5)</content>
+                <instruction instr-id="412" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="335" x2="353" y1="388" y2="396"/>
+                <content>3,859</content>
+                <instruction instr-id="412" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="365" x2="384" y1="388" y2="396"/>
+                <content>367.2</content>
+                <instruction instr-id="412" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="397" x2="441" y1="388" y2="396"/>
+                <content>(355.6–378.8)</content>
+                <instruction instr-id="412" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="459" x2="482" y1="388" y2="396"/>
+                <content>19,287</content>
+                <instruction instr-id="412" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="495" x2="513" y1="388" y2="396"/>
+                <content>221.0</content>
+                <instruction instr-id="412" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="6">
+                <bounding-box x1="526" x2="571" y1="388" y2="396"/>
+                <content>(217.9–224.1)</content>
+                <instruction instr-id="412" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="51" x2="71" y1="376" y2="384"/>
+                <content>75–84</content>
+                <instruction instr-id="414" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="93" x2="106" y1="376" y2="384"/>
+                <content>242</content>
+                <instruction instr-id="414" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="119" x2="137" y1="376" y2="384"/>
+                <content>654.1</content>
+                <instruction instr-id="414" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="151" x2="196" y1="376" y2="384"/>
+                <content>(571.7–736.5)</content>
+                <instruction instr-id="414" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="211" x2="229" y1="376" y2="384"/>
+                <content>1,056</content>
+                <instruction instr-id="414" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="243" x2="261" y1="376" y2="384"/>
+                <content>448.6</content>
+                <instruction instr-id="414" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="274" x2="319" y1="376" y2="384"/>
+                <content>(421.5–475.7)</content>
+                <instruction instr-id="414" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="335" x2="353" y1="376" y2="384"/>
+                <content>6,114</content>
+                <instruction instr-id="414" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="365" x2="384" y1="376" y2="384"/>
+                <content>940.8</content>
+                <instruction instr-id="414" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="7">
+                <bounding-box x1="397" x2="441" y1="376" y2="384"/>
+                <content>(917.3–964.4)</content>
+                <instruction instr-id="414" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="7">
+                <bounding-box x1="459" x2="482" y1="376" y2="384"/>
+                <content>50,538</content>
+                <instruction instr-id="414" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="7">
+                <bounding-box x1="495" x2="513" y1="376" y2="384"/>
+                <content>740.4</content>
+                <instruction instr-id="414" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="7">
+                <bounding-box x1="526" x2="571" y1="376" y2="384"/>
+                <content>(733.9–746.8)</content>
+                <instruction instr-id="414" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="51" x2="64" y1="364" y2="372"/>
+                <content>≥85</content>
+                <instruction instr-id="416" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="93" x2="106" y1="364" y2="372"/>
+                <content>208</content>
+                <instruction instr-id="416" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="114" x2="137" y1="364" y2="372"/>
+                <content>1,271.7</content>
+                <instruction instr-id="416" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="145" x2="201" y1="364" y2="372"/>
+                <content>(1,098.9–1,444.5)</content>
+                <instruction instr-id="416" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="211" x2="229" y1="364" y2="372"/>
+                <content>1,331</content>
+                <instruction instr-id="416" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="237" x2="261" y1="364" y2="372"/>
+                <content>1,665.5</content>
+                <instruction instr-id="416" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="268" x2="325" y1="364" y2="372"/>
+                <content>(1,576.0–1,754.9)</content>
+                <instruction instr-id="416" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="335" x2="353" y1="364" y2="372"/>
+                <content>7,111</content>
+                <instruction instr-id="416" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="360" x2="384" y1="364" y2="372"/>
+                <content>2,599.5</content>
+                <instruction instr-id="416" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="391" x2="447" y1="364" y2="372"/>
+                <content>(2,539.1–2,660.0)</content>
+                <instruction instr-id="416" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="459" x2="482" y1="364" y2="372"/>
+                <content>89,442</content>
+                <instruction instr-id="416" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="8">
+                <bounding-box x1="490" x2="513" y1="364" y2="372"/>
+                <content>2,761.6</content>
+                <instruction instr-id="416" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="8">
+                <bounding-box x1="521" x2="577" y1="364" y2="372"/>
+                <content>(2,743.6–2,779.7)</content>
+                <instruction instr-id="416" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="45" x2="62" y1="352" y2="360"/>
+                <content>total</content>
+                <instruction instr-id="419" subinstr-id="0"/>
+                <instruction instr-id="419" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="93" x2="106" y1="352" y2="360"/>
+                <content>777</content>
+                <instruction instr-id="419" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="118" x2="137" y1="352" y2="360"/>
+                <content>163.8</content>
+                <instruction instr-id="419" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="150" x2="197" y1="352" y2="360"/>
+                <content>(152.3–175.3)</content>
+                <instruction instr-id="419" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="210" x2="229" y1="352" y2="360"/>
+                <content>3,229</content>
+                <instruction instr-id="419" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="242" x2="261" y1="352" y2="360"/>
+                <content>130.9</content>
+                <instruction instr-id="419" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="273" x2="320" y1="352" y2="360"/>
+                <content>(126.3–135.4)</content>
+                <instruction instr-id="419" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="329" x2="353" y1="352" y2="360"/>
+                <content>21,284</content>
+                <instruction instr-id="419" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="364" x2="384" y1="352" y2="360"/>
+                <content>324.9</content>
+                <instruction instr-id="419" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="9">
+                <bounding-box x1="395" x2="442" y1="352" y2="360"/>
+                <content>(320.6–329.3)</content>
+                <instruction instr-id="419" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="9">
+                <bounding-box x1="454" x2="482" y1="352" y2="360"/>
+                <content>173,720</content>
+                <instruction instr-id="419" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="9">
+                <bounding-box x1="494" x2="513" y1="352" y2="360"/>
+                <content>344.3</content>
+                <instruction instr-id="419" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="9">
+                <bounding-box x1="525" x2="572" y1="352" y2="360"/>
+                <content>(342.6–345.9)</content>
+                <instruction instr-id="419" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="45" x2="60" y1="340" y2="348"/>
+                <content>Men</content>
+                <instruction instr-id="421" subinstr-id="0"/>
+                <instruction instr-id="421" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="51" x2="71" y1="328" y2="336"/>
+                <content>45–54</content>
+                <instruction instr-id="424" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="93" x2="106" y1="328" y2="336"/>
+                <content>164</content>
+                <instruction instr-id="424" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="123" x2="137" y1="328" y2="336"/>
+                <content>81.0</content>
+                <instruction instr-id="424" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="155" x2="191" y1="328" y2="336"/>
+                <content>(68.6–93.4)</content>
+                <instruction instr-id="424" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="217" x2="229" y1="328" y2="336"/>
+                <content>374</content>
+                <instruction instr-id="424" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="247" x2="261" y1="328" y2="336"/>
+                <content>39.9</content>
+                <instruction instr-id="424" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="11">
+                <bounding-box x1="278" x2="315" y1="328" y2="336"/>
+                <content>(35.8–43.9)</content>
+                <instruction instr-id="424" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="11">
+                <bounding-box x1="335" x2="353" y1="328" y2="336"/>
+                <content>3,140</content>
+                <instruction instr-id="424" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="11">
+                <bounding-box x1="365" x2="384" y1="328" y2="336"/>
+                <content>130.9</content>
+                <instruction instr-id="424" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="11">
+                <bounding-box x1="396" x2="441" y1="328" y2="336"/>
+                <content>(126.3–135.5)</content>
+                <instruction instr-id="424" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="11">
+                <bounding-box x1="459" x2="482" y1="328" y2="336"/>
+                <content>15,294</content>
+                <instruction instr-id="424" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="11">
+                <bounding-box x1="499" x2="513" y1="328" y2="336"/>
+                <content>86.2</content>
+                <instruction instr-id="424" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="11">
+                <bounding-box x1="531" x2="567" y1="328" y2="336"/>
+                <content>(84.8–87.5)</content>
+                <instruction instr-id="424" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="51" x2="71" y1="316" y2="324"/>
+                <content>55–64</content>
+                <instruction instr-id="426" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="93" x2="106" y1="316" y2="324"/>
+                <content>241</content>
+                <instruction instr-id="426" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="119" x2="137" y1="316" y2="324"/>
+                <content>191.7</content>
+                <instruction instr-id="426" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="151" x2="195" y1="316" y2="324"/>
+                <content>(167.5–215.9)</content>
+                <instruction instr-id="426" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="217" x2="229" y1="316" y2="324"/>
+                <content>690</content>
+                <instruction instr-id="426" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="243" x2="261" y1="316" y2="324"/>
+                <content>114.0</content>
+                <instruction instr-id="426" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="12">
+                <bounding-box x1="274" x2="319" y1="316" y2="324"/>
+                <content>(105.5–122.5)</content>
+                <instruction instr-id="426" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="12">
+                <bounding-box x1="335" x2="353" y1="316" y2="324"/>
+                <content>4,890</content>
+                <instruction instr-id="426" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="12">
+                <bounding-box x1="365" x2="384" y1="316" y2="324"/>
+                <content>340.1</content>
+                <instruction instr-id="426" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="12">
+                <bounding-box x1="396" x2="441" y1="316" y2="324"/>
+                <content>(330.6–349.7)</content>
+                <instruction instr-id="426" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="12">
+                <bounding-box x1="459" x2="482" y1="316" y2="324"/>
+                <content>27,772</content>
+                <instruction instr-id="426" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="12">
+                <bounding-box x1="495" x2="513" y1="316" y2="324"/>
+                <content>212.7</content>
+                <instruction instr-id="426" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="12">
+                <bounding-box x1="526" x2="571" y1="316" y2="324"/>
+                <content>(210.2–215.2)</content>
+                <instruction instr-id="426" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="51" x2="71" y1="303" y2="311"/>
+                <content>65–74</content>
+                <instruction instr-id="428" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="93" x2="106" y1="303" y2="311"/>
+                <content>256</content>
+                <instruction instr-id="428" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="119" x2="137" y1="303" y2="311"/>
+                <content>424.4</content>
+                <instruction instr-id="428" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="151" x2="195" y1="303" y2="311"/>
+                <content>(372.4–476.4)</content>
+                <instruction instr-id="428" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="217" x2="229" y1="303" y2="311"/>
+                <content>858</content>
+                <instruction instr-id="428" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="243" x2="261" y1="303" y2="311"/>
+                <content>261.7</content>
+                <instruction instr-id="428" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="13">
+                <bounding-box x1="274" x2="319" y1="303" y2="311"/>
+                <content>(244.2–279.2)</content>
+                <instruction instr-id="428" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="13">
+                <bounding-box x1="335" x2="353" y1="303" y2="311"/>
+                <content>5,300</content>
+                <instruction instr-id="428" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="13">
+                <bounding-box x1="365" x2="384" y1="303" y2="311"/>
+                <content>704.9</content>
+                <instruction instr-id="428" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="13">
+                <bounding-box x1="396" x2="441" y1="303" y2="311"/>
+                <content>(685.9–723.9)</content>
+                <instruction instr-id="428" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="13">
+                <bounding-box x1="459" x2="482" y1="303" y2="311"/>
+                <content>36,434</content>
+                <instruction instr-id="428" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="13">
+                <bounding-box x1="495" x2="513" y1="303" y2="311"/>
+                <content>483.8</content>
+                <instruction instr-id="428" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="13">
+                <bounding-box x1="526" x2="571" y1="303" y2="311"/>
+                <content>(478.9–488.8)</content>
+                <instruction instr-id="428" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="51" x2="71" y1="291" y2="299"/>
+                <content>75–84</content>
+                <instruction instr-id="430" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="93" x2="106" y1="291" y2="299"/>
+                <content>248</content>
+                <instruction instr-id="430" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="119" x2="137" y1="291" y2="299"/>
+                <content>900.6</content>
+                <instruction instr-id="430" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="148" x2="198" y1="291" y2="299"/>
+                <content>(788.5–1,012.7)</content>
+                <instruction instr-id="430" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="211" x2="229" y1="291" y2="299"/>
+                <content>1,191</content>
+                <instruction instr-id="430" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="243" x2="261" y1="291" y2="299"/>
+                <content>736.4</content>
+                <instruction instr-id="430" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="274" x2="319" y1="291" y2="299"/>
+                <content>(694.6–778.2)</content>
+                <instruction instr-id="430" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="14">
+                <bounding-box x1="335" x2="353" y1="291" y2="299"/>
+                <content>5,384</content>
+                <instruction instr-id="430" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="14">
+                <bounding-box x1="360" x2="384" y1="291" y2="299"/>
+                <content>1,456.9</content>
+                <instruction instr-id="430" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="14">
+                <bounding-box x1="391" x2="447" y1="291" y2="299"/>
+                <content>(1,418.0–1,495.8)</content>
+                <instruction instr-id="430" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="14">
+                <bounding-box x1="459" x2="482" y1="291" y2="299"/>
+                <content>60,452</content>
+                <instruction instr-id="430" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="14">
+                <bounding-box x1="489" x2="513" y1="291" y2="299"/>
+                <content>1,275.5</content>
+                <instruction instr-id="430" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="14">
+                <bounding-box x1="521" x2="577" y1="291" y2="299"/>
+                <content>(1,265.3–1,285.7)</content>
+                <instruction instr-id="430" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="51" x2="64" y1="279" y2="287"/>
+                <content>≥85</content>
+                <instruction instr-id="432" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="93" x2="106" y1="279" y2="287"/>
+                <content>113</content>
+                <instruction instr-id="432" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="114" x2="137" y1="279" y2="287"/>
+                <content>1,441.7</content>
+                <instruction instr-id="432" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="145" x2="201" y1="279" y2="287"/>
+                <content>(1,175.9–1,707.5)</content>
+                <instruction instr-id="432" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="211" x2="229" y1="279" y2="287"/>
+                <content>1,045</content>
+                <instruction instr-id="432" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="237" x2="261" y1="279" y2="287"/>
+                <content>2,169.9</content>
+                <instruction instr-id="432" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="268" x2="325" y1="279" y2="287"/>
+                <content>(2,038.3–2,301.5)</content>
+                <instruction instr-id="432" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="15">
+                <bounding-box x1="335" x2="353" y1="279" y2="287"/>
+                <content>2,973</content>
+                <instruction instr-id="432" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="360" x2="384" y1="279" y2="287"/>
+                <content>2,656.7</content>
+                <instruction instr-id="432" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="15">
+                <bounding-box x1="391" x2="447" y1="279" y2="287"/>
+                <content>(2,561.2–2,752.2)</content>
+                <instruction instr-id="432" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="15">
+                <bounding-box x1="459" x2="482" y1="279" y2="287"/>
+                <content>51,632</content>
+                <instruction instr-id="432" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="15">
+                <bounding-box x1="489" x2="513" y1="279" y2="287"/>
+                <content>3,396.0</content>
+                <instruction instr-id="432" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="15">
+                <bounding-box x1="521" x2="577" y1="279" y2="287"/>
+                <content>(3,366.7–3,425.3)</content>
+                <instruction instr-id="432" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="45" x2="62" y1="267" y2="275"/>
+                <content>total</content>
+                <instruction instr-id="435" subinstr-id="0"/>
+                <instruction instr-id="435" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="87" x2="106" y1="267" y2="275"/>
+                <content>1,022</content>
+                <instruction instr-id="435" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="118" x2="137" y1="267" y2="275"/>
+                <content>241.1</content>
+                <instruction instr-id="435" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="150" x2="197" y1="267" y2="275"/>
+                <content>(226.3–255.8)</content>
+                <instruction instr-id="435" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="210" x2="229" y1="267" y2="275"/>
+                <content>4,158</content>
+                <instruction instr-id="435" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="242" x2="261" y1="267" y2="275"/>
+                <content>199.8</content>
+                <instruction instr-id="435" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="273" x2="320" y1="267" y2="275"/>
+                <content>(193.7–205.9)</content>
+                <instruction instr-id="435" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="16">
+                <bounding-box x1="329" x2="353" y1="267" y2="275"/>
+                <content>21,687</content>
+                <instruction instr-id="435" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="16">
+                <bounding-box x1="364" x2="384" y1="267" y2="275"/>
+                <content>427.8</content>
+                <instruction instr-id="435" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="16">
+                <bounding-box x1="395" x2="442" y1="267" y2="275"/>
+                <content>(422.1–433.5)</content>
+                <instruction instr-id="435" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="16">
+                <bounding-box x1="454" x2="482" y1="267" y2="275"/>
+                <content>191,584</content>
+                <instruction instr-id="435" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="16">
+                <bounding-box x1="494" x2="513" y1="267" y2="275"/>
+                <content>429.6</content>
+                <instruction instr-id="435" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="16">
+                <bounding-box x1="525" x2="572" y1="267" y2="275"/>
+                <content>(427.7–431.5)</content>
+                <instruction instr-id="435" subinstr-id="26"/>
+            </cell>
+        </region>
+    </table>
+    
+    <table id="3">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell end-row="2" id="1" start-col="0" start-row="0">
+                <bounding-box x1="36" x2="57" y1="660" y2="686"/>
+                <content>Age
+group
+(yrs)</content>
+                <instruction instr-id="631" subinstr-id="0"/>
+                <instruction instr-id="631" subinstr-id="2"/>
+                <instruction instr-id="633" subinstr-id="0"/>
+                <instruction instr-id="633" subinstr-id="2"/>
+                <instruction instr-id="633" subinstr-id="4"/>
+                <instruction instr-id="635" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="1" start-row="0">
+                <bounding-box x1="180" x2="207" y1="688" y2="696"/>
+                <content>Women</content>
+                <instruction instr-id="645" subinstr-id="0"/>
+                <instruction instr-id="645" subinstr-id="2"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="7" start-row="0">
+                <bounding-box x1="436" x2="451" y1="688" y2="696"/>
+                <content>Men</content>
+                <instruction instr-id="654" subinstr-id="0"/>
+                <instruction instr-id="654" subinstr-id="2"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="1" start-row="1">
+                <bounding-box x1="115" x2="145" y1="674" y2="682"/>
+                <content>Hispanic</content>
+                <instruction instr-id="663" subinstr-id="0"/>
+                <instruction instr-id="663" subinstr-id="2"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="4" start-row="1">
+                <bounding-box x1="232" x2="278" y1="674" y2="682"/>
+                <content>non-Hispanic</content>
+                <instruction instr-id="672" subinstr-id="0"/>
+                <instruction instr-id="672" subinstr-id="2"/>
+            </cell>
+            <cell end-col="9" id="1" start-col="7" start-row="1">
+                <bounding-box x1="366" x2="395" y1="674" y2="682"/>
+                <content>Hispanic</content>
+                <instruction instr-id="681" subinstr-id="0"/>
+                <instruction instr-id="681" subinstr-id="2"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="10" start-row="1">
+                <bounding-box x1="482" x2="529" y1="674" y2="682"/>
+                <content>non-Hispanic</content>
+                <instruction instr-id="690" subinstr-id="0"/>
+                <instruction instr-id="690" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="77" x2="89" y1="660" y2="668"/>
+                <content>no.</content>
+                <instruction instr-id="692" subinstr-id="0"/>
+                <instruction instr-id="692" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="106" x2="121" y1="660" y2="668"/>
+                <content>Rate</content>
+                <instruction instr-id="695" subinstr-id="0"/>
+                <instruction instr-id="695" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="147" x2="175" y1="660" y2="668"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="698" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="202" x2="214" y1="660" y2="668"/>
+                <content>no.</content>
+                <instruction instr-id="698" subinstr-id="2"/>
+                <instruction instr-id="698" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="232" x2="248" y1="660" y2="668"/>
+                <content>Rate</content>
+                <instruction instr-id="701" subinstr-id="0"/>
+                <instruction instr-id="701" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="273" x2="301" y1="660" y2="668"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="704" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="327" x2="339" y1="660" y2="668"/>
+                <content>no.</content>
+                <instruction instr-id="704" subinstr-id="2"/>
+                <instruction instr-id="704" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="355" x2="370" y1="660" y2="668"/>
+                <content>Rate</content>
+                <instruction instr-id="707" subinstr-id="0"/>
+                <instruction instr-id="707" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="396" x2="425" y1="660" y2="668"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="710" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="454" x2="465" y1="660" y2="668"/>
+                <content>no.</content>
+                <instruction instr-id="710" subinstr-id="2"/>
+                <instruction instr-id="710" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="484" x2="500" y1="660" y2="668"/>
+                <content>Rate</content>
+                <instruction instr-id="713" subinstr-id="0"/>
+                <instruction instr-id="713" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="524" x2="552" y1="660" y2="668"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="716" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="36" x2="57" y1="646" y2="654"/>
+                <content>45–54</content>
+                <instruction instr-id="719" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="80" x2="92" y1="646" y2="654"/>
+                <content>345</content>
+                <instruction instr-id="719" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="107" x2="121" y1="646" y2="654"/>
+                <content>15.5</content>
+                <instruction instr-id="719" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="143" x2="179" y1="646" y2="654"/>
+                <content>(13.8–17.1)</content>
+                <instruction instr-id="719" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="202" x2="220" y1="646" y2="654"/>
+                <content>5,663</content>
+                <instruction instr-id="719" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="237" x2="251" y1="646" y2="654"/>
+                <content>28.7</content>
+                <instruction instr-id="719" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="269" x2="305" y1="646" y2="654"/>
+                <content>(27.9–29.4)</content>
+                <instruction instr-id="719" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="325" x2="343" y1="646" y2="654"/>
+                <content>1,205</content>
+                <instruction instr-id="719" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="359" x2="373" y1="646" y2="654"/>
+                <content>52.7</content>
+                <instruction instr-id="719" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="392" x2="429" y1="646" y2="654"/>
+                <content>(49.7–55.7)</content>
+                <instruction instr-id="719" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="450" x2="472" y1="646" y2="654"/>
+                <content>17,707</content>
+                <instruction instr-id="719" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="3">
+                <bounding-box x1="489" x2="503" y1="646" y2="654"/>
+                <content>93.2</content>
+                <instruction instr-id="719" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="3">
+                <bounding-box x1="520" x2="556" y1="646" y2="654"/>
+                <content>(91.8–94.6)</content>
+                <instruction instr-id="719" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="36" x2="57" y1="635" y2="643"/>
+                <content>55–64</content>
+                <instruction instr-id="721" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="80" x2="92" y1="635" y2="643"/>
+                <content>806</content>
+                <instruction instr-id="721" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="107" x2="121" y1="635" y2="643"/>
+                <content>60.9</content>
+                <instruction instr-id="721" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="143" x2="179" y1="635" y2="643"/>
+                <content>(56.7–65.1)</content>
+                <instruction instr-id="721" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="198" x2="220" y1="635" y2="643"/>
+                <content>12,273</content>
+                <instruction instr-id="721" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="237" x2="251" y1="635" y2="643"/>
+                <content>81.6</content>
+                <instruction instr-id="721" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="269" x2="305" y1="635" y2="643"/>
+                <content>(80.2–83.0)</content>
+                <instruction instr-id="721" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="325" x2="343" y1="635" y2="643"/>
+                <content>1,906</content>
+                <instruction instr-id="721" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="355" x2="373" y1="635" y2="643"/>
+                <content>156.5</content>
+                <instruction instr-id="721" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="388" x2="433" y1="635" y2="643"/>
+                <content>(149.5–163.6)</content>
+                <instruction instr-id="721" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="450" x2="472" y1="635" y2="643"/>
+                <content>31,564</content>
+                <instruction instr-id="721" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="485" x2="503" y1="635" y2="643"/>
+                <content>225.4</content>
+                <instruction instr-id="721" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="516" x2="561" y1="635" y2="643"/>
+                <content>(222.9–227.8)</content>
+                <instruction instr-id="721" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="36" x2="57" y1="623" y2="631"/>
+                <content>65–74</content>
+                <instruction instr-id="723" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="74" x2="92" y1="623" y2="631"/>
+                <content>1,512</content>
+                <instruction instr-id="723" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="103" x2="121" y1="623" y2="631"/>
+                <content>199.2</content>
+                <instruction instr-id="723" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="139" x2="183" y1="623" y2="631"/>
+                <content>(189.2–209.2)</content>
+                <instruction instr-id="723" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="198" x2="220" y1="623" y2="631"/>
+                <content>22,270</content>
+                <instruction instr-id="723" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="233" x2="251" y1="623" y2="631"/>
+                <content>234.7</content>
+                <instruction instr-id="723" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="265" x2="310" y1="623" y2="631"/>
+                <content>(231.6–237.8)</content>
+                <instruction instr-id="723" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="325" x2="343" y1="623" y2="631"/>
+                <content>2,430</content>
+                <instruction instr-id="723" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="355" x2="373" y1="623" y2="631"/>
+                <content>394.1</content>
+                <instruction instr-id="723" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="388" x2="433" y1="623" y2="631"/>
+                <content>(378.5–409.8)</content>
+                <instruction instr-id="723" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="450" x2="472" y1="623" y2="631"/>
+                <content>40,266</content>
+                <instruction instr-id="723" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="485" x2="503" y1="623" y2="631"/>
+                <content>500.0</content>
+                <instruction instr-id="723" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="5">
+                <bounding-box x1="516" x2="561" y1="623" y2="631"/>
+                <content>(495.1–504.9)</content>
+                <instruction instr-id="723" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="36" x2="57" y1="612" y2="620"/>
+                <content>75–84</content>
+                <instruction instr-id="725" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="74" x2="92" y1="612" y2="620"/>
+                <content>3,012</content>
+                <instruction instr-id="725" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="103" x2="121" y1="612" y2="620"/>
+                <content>666.6</content>
+                <instruction instr-id="725" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="139" x2="183" y1="612" y2="620"/>
+                <content>(642.8–690.4)</content>
+                <instruction instr-id="725" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="198" x2="220" y1="612" y2="620"/>
+                <content>54,839</content>
+                <instruction instr-id="725" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="233" x2="251" y1="612" y2="620"/>
+                <content>751.6</content>
+                <instruction instr-id="725" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="265" x2="310" y1="612" y2="620"/>
+                <content>(745.3–757.9)</content>
+                <instruction instr-id="725" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="325" x2="343" y1="612" y2="620"/>
+                <content>3,235</content>
+                <instruction instr-id="725" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="350" x2="373" y1="612" y2="620"/>
+                <content>1,022.8</content>
+                <instruction instr-id="725" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="385" x2="436" y1="612" y2="620"/>
+                <content>(987.6–1,058.1)</content>
+                <instruction instr-id="725" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="450" x2="472" y1="612" y2="620"/>
+                <content>63,916</content>
+                <instruction instr-id="725" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="479" x2="503" y1="612" y2="620"/>
+                <content>1,282.9</content>
+                <instruction instr-id="725" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="6">
+                <bounding-box x1="510" x2="566" y1="612" y2="620"/>
+                <content>(1,273.0–1,292.9)</content>
+                <instruction instr-id="725" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="36" x2="49" y1="600" y2="608"/>
+                <content>≥85</content>
+                <instruction instr-id="727" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="74" x2="92" y1="600" y2="608"/>
+                <content>3,694</content>
+                <instruction instr-id="727" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="98" x2="121" y1="600" y2="608"/>
+                <content>2,213.2</content>
+                <instruction instr-id="727" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="133" x2="189" y1="600" y2="608"/>
+                <content>(2,141.8–2,284.5)</content>
+                <instruction instr-id="727" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="198" x2="220" y1="600" y2="608"/>
+                <content>94,269</content>
+                <instruction instr-id="727" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="227" x2="251" y1="600" y2="608"/>
+                <content>2,739.1</content>
+                <instruction instr-id="727" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="259" x2="315" y1="600" y2="608"/>
+                <content>(2,721.6–2,756.6)</content>
+                <instruction instr-id="727" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="325" x2="343" y1="600" y2="608"/>
+                <content>2,176</content>
+                <instruction instr-id="727" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="350" x2="373" y1="600" y2="608"/>
+                <content>2,453.9</content>
+                <instruction instr-id="727" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="7">
+                <bounding-box x1="382" x2="438" y1="600" y2="608"/>
+                <content>(2,350.8–2,557.0)</content>
+                <instruction instr-id="727" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="7">
+                <bounding-box x1="450" x2="472" y1="600" y2="608"/>
+                <content>53,499</content>
+                <instruction instr-id="727" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="7">
+                <bounding-box x1="479" x2="503" y1="600" y2="608"/>
+                <content>3,344.5</content>
+                <instruction instr-id="727" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="7">
+                <bounding-box x1="510" x2="566" y1="600" y2="608"/>
+                <content>(3,316.2–3,372.9)</content>
+                <instruction instr-id="727" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="36" x2="53" y1="586" y2="594"/>
+                <content>total</content>
+                <instruction instr-id="730" subinstr-id="0"/>
+                <instruction instr-id="730" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="73" x2="92" y1="586" y2="594"/>
+                <content>9,369</content>
+                <instruction instr-id="730" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="102" x2="121" y1="586" y2="594"/>
+                <content>190.0</content>
+                <instruction instr-id="730" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="138" x2="184" y1="586" y2="594"/>
+                <content>(186.2–193.9)</content>
+                <instruction instr-id="730" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="192" x2="220" y1="586" y2="594"/>
+                <content>189,314</content>
+                <instruction instr-id="730" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="232" x2="251" y1="586" y2="594"/>
+                <content>344.1</content>
+                <instruction instr-id="730" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="264" x2="311" y1="586" y2="594"/>
+                <content>(342.5–345.6)</content>
+                <instruction instr-id="730" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="320" x2="343" y1="586" y2="594"/>
+                <content>10,952</content>
+                <instruction instr-id="730" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="354" x2="373" y1="586" y2="594"/>
+                <content>242.0</content>
+                <instruction instr-id="730" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="387" x2="434" y1="586" y2="594"/>
+                <content>(237.5–246.5)</content>
+                <instruction instr-id="730" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="445" x2="472" y1="586" y2="594"/>
+                <content>206,952</content>
+                <instruction instr-id="730" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="8">
+                <bounding-box x1="484" x2="503" y1="586" y2="594"/>
+                <content>434.4</content>
+                <instruction instr-id="730" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="8">
+                <bounding-box x1="515" x2="562" y1="586" y2="594"/>
+                <content>(432.5–436.2)</content>
+                <instruction instr-id="730" subinstr-id="26"/>
+            </cell>
+        </region>
+    </table>
+    
+    <table id="4">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell end-row="2" id="1" start-col="0" start-row="0">
+                <bounding-box x1="36" x2="57" y1="488" y2="514"/>
+                <content>Age
+group
+(yrs)</content>
+                <instruction instr-id="142" subinstr-id="0"/>
+                <instruction instr-id="142" subinstr-id="2"/>
+                <instruction instr-id="144" subinstr-id="0"/>
+                <instruction instr-id="144" subinstr-id="2"/>
+                <instruction instr-id="144" subinstr-id="4"/>
+                <instruction instr-id="146" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="1" start-row="0">
+                <bounding-box x1="310" x2="326" y1="516" y2="524"/>
+                <content>Race</content>
+                <instruction instr-id="156" subinstr-id="0"/>
+                <instruction instr-id="156" subinstr-id="2"/>
+                <instruction instr-id="156" subinstr-id="4"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="1" start-row="1">
+                <bounding-box x1="77" x2="184" y1="502" y2="510"/>
+                <content>American Indian/Alaska native</content>
+                <instruction instr-id="165" subinstr-id="0"/>
+                <instruction instr-id="165" subinstr-id="2"/>
+                <instruction instr-id="165" subinstr-id="4"/>
+                <instruction instr-id="165" subinstr-id="6"/>
+                <instruction instr-id="165" subinstr-id="8"/>
+                <instruction instr-id="165" subinstr-id="10"/>
+                <instruction instr-id="165" subinstr-id="12"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="4" start-row="1">
+                <bounding-box x1="218" x2="293" y1="502" y2="510"/>
+                <content>Asian/PaciicIslander</content>
+                <instruction instr-id="174" subinstr-id="0"/>
+                <instruction instr-id="174" subinstr-id="2"/>
+                <instruction instr-id="174" subinstr-id="4"/>
+            </cell>
+            <cell end-col="9" id="1" start-col="7" start-row="1">
+                <bounding-box x1="372" x2="390" y1="502" y2="510"/>
+                <content>Black</content>
+                <instruction instr-id="183" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="10" start-row="1">
+                <bounding-box x1="496" x2="516" y1="502" y2="510"/>
+                <content>White</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+                <instruction instr-id="192" subinstr-id="2"/>
+                <instruction instr-id="192" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="77" x2="88" y1="488" y2="496"/>
+                <content>no.</content>
+                <instruction instr-id="194" subinstr-id="0"/>
+                <instruction instr-id="194" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="105" x2="120" y1="488" y2="496"/>
+                <content>Rate</content>
+                <instruction instr-id="197" subinstr-id="0"/>
+                <instruction instr-id="197" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="146" x2="175" y1="488" y2="496"/>
+                <content>(95%CI)</content>
+                <instruction instr-id="200" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="202" x2="213" y1="488" y2="496"/>
+                <content>no.</content>
+                <instruction instr-id="200" subinstr-id="2"/>
+                <instruction instr-id="200" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="230" x2="245" y1="488" y2="496"/>
+                <content>Rate</content>
+                <instruction instr-id="203" subinstr-id="0"/>
+                <instruction instr-id="203" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="272" x2="300" y1="488" y2="496"/>
+                <content>(95%CI)</content>
+                <instruction instr-id="206" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="327" x2="338" y1="488" y2="496"/>
+                <content>no.</content>
+                <instruction instr-id="206" subinstr-id="2"/>
+                <instruction instr-id="206" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="355" x2="371" y1="488" y2="496"/>
+                <content>Rate</content>
+                <instruction instr-id="209" subinstr-id="0"/>
+                <instruction instr-id="209" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="397" x2="423" y1="488" y2="496"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="212" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="452" x2="463" y1="488" y2="496"/>
+                <content>no.</content>
+                <instruction instr-id="212" subinstr-id="2"/>
+                <instruction instr-id="212" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="480" x2="496" y1="488" y2="496"/>
+                <content>Rate</content>
+                <instruction instr-id="215" subinstr-id="0"/>
+                <instruction instr-id="215" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="522" x2="550" y1="488" y2="496"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="218" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="36" x2="63" y1="474" y2="482"/>
+                <content>Women</content>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="42" x2="63" y1="465" y2="473"/>
+                <content>45–54</content>
+                <instruction instr-id="223" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="80" x2="88" y1="465" y2="473"/>
+                <content>19</content>
+                <instruction instr-id="223" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="113" x2="121" y1="465" y2="473"/>
+                <content>—</content>
+                <instruction instr-id="223" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="153" x2="161" y1="465" y2="473"/>
+                <content>—</content>
+                <instruction instr-id="225" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="205" x2="217" y1="465" y2="473"/>
+                <content>109</content>
+                <instruction instr-id="225" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="235" x2="249" y1="465" y2="473"/>
+                <content>10.4</content>
+                <instruction instr-id="225" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="267" x2="300" y1="465" y2="473"/>
+                <content>(8.4–12.3)</content>
+                <instruction instr-id="225" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="330" x2="343" y1="465" y2="473"/>
+                <content>875</content>
+                <instruction instr-id="225" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="360" x2="374" y1="465" y2="473"/>
+                <content>31.3</content>
+                <instruction instr-id="225" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="390" x2="427" y1="465" y2="473"/>
+                <content>(29.3–33.4)</content>
+                <instruction instr-id="225" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="450" x2="468" y1="465" y2="473"/>
+                <content>1,856</content>
+                <instruction instr-id="225" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="485" x2="499" y1="465" y2="473"/>
+                <content>10.4</content>
+                <instruction instr-id="225" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="520" x2="552" y1="465" y2="473"/>
+                <content>(9.9–10.8)</content>
+                <instruction instr-id="225" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="42" x2="63" y1="455" y2="463"/>
+                <content>55–64</content>
+                <instruction instr-id="227" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="80" x2="88" y1="455" y2="463"/>
+                <content>22</content>
+                <instruction instr-id="227" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="110" x2="124" y1="455" y2="463"/>
+                <content>16.2</content>
+                <instruction instr-id="227" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="140" x2="177" y1="455" y2="463"/>
+                <content>(10.2–24.5)</content>
+                <instruction instr-id="227" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="205" x2="217" y1="455" y2="463"/>
+                <content>202</content>
+                <instruction instr-id="227" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="235" x2="249" y1="455" y2="463"/>
+                <content>28.8</content>
+                <instruction instr-id="227" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="265" x2="302" y1="455" y2="463"/>
+                <content>(24.8–32.7)</content>
+                <instruction instr-id="227" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="324" x2="343" y1="455" y2="463"/>
+                <content>1,090</content>
+                <instruction instr-id="227" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="360" x2="374" y1="455" y2="463"/>
+                <content>61.1</content>
+                <instruction instr-id="227" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="390" x2="427" y1="455" y2="463"/>
+                <content>(57.5–64.7)</content>
+                <instruction instr-id="227" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="450" x2="468" y1="455" y2="463"/>
+                <content>3,307</content>
+                <instruction instr-id="227" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="485" x2="499" y1="455" y2="463"/>
+                <content>24.1</content>
+                <instruction instr-id="227" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="5">
+                <bounding-box x1="518" x2="554" y1="455" y2="463"/>
+                <content>(23.2–24.9)</content>
+                <instruction instr-id="227" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="42" x2="63" y1="446" y2="454"/>
+                <content>65–74</content>
+                <instruction instr-id="229" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="80" x2="88" y1="446" y2="454"/>
+                <content>55</content>
+                <instruction instr-id="229" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="110" x2="124" y1="446" y2="454"/>
+                <content>78.8</content>
+                <instruction instr-id="229" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="138" x2="179" y1="446" y2="454"/>
+                <content>(59.4–102.5)</content>
+                <instruction instr-id="229" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="205" x2="217" y1="446" y2="454"/>
+                <content>322</content>
+                <instruction instr-id="229" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="235" x2="249" y1="446" y2="454"/>
+                <content>80.8</content>
+                <instruction instr-id="229" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="265" x2="302" y1="446" y2="454"/>
+                <content>(72.0–89.6)</content>
+                <instruction instr-id="229" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="324" x2="343" y1="446" y2="454"/>
+                <content>1,565</content>
+                <instruction instr-id="229" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="356" x2="374" y1="446" y2="454"/>
+                <content>148.9</content>
+                <instruction instr-id="229" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="386" x2="431" y1="446" y2="454"/>
+                <content>(141.5–156.3)</content>
+                <instruction instr-id="229" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="450" x2="468" y1="446" y2="454"/>
+                <content>6,918</content>
+                <instruction instr-id="229" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="485" x2="499" y1="446" y2="454"/>
+                <content>79.3</content>
+                <instruction instr-id="229" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="6">
+                <bounding-box x1="518" x2="554" y1="446" y2="454"/>
+                <content>(77.4–81.1)</content>
+                <instruction instr-id="229" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="42" x2="63" y1="436" y2="444"/>
+                <content>75–84</content>
+                <instruction instr-id="231" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="80" x2="88" y1="436" y2="444"/>
+                <content>99</content>
+                <instruction instr-id="231" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="106" x2="124" y1="436" y2="444"/>
+                <content>267.6</content>
+                <instruction instr-id="231" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="136" x2="181" y1="436" y2="444"/>
+                <content>(217.5–325.8)</content>
+                <instruction instr-id="231" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="205" x2="217" y1="436" y2="444"/>
+                <content>669</content>
+                <instruction instr-id="231" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="231" x2="249" y1="436" y2="444"/>
+                <content>284.2</content>
+                <instruction instr-id="231" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="261" x2="306" y1="436" y2="444"/>
+                <content>(262.7–305.7)</content>
+                <instruction instr-id="231" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="324" x2="343" y1="436" y2="444"/>
+                <content>2,701</content>
+                <instruction instr-id="231" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="356" x2="374" y1="436" y2="444"/>
+                <content>415.6</content>
+                <instruction instr-id="231" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="7">
+                <bounding-box x1="386" x2="431" y1="436" y2="444"/>
+                <content>(400.0–431.3)</content>
+                <instruction instr-id="231" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="7">
+                <bounding-box x1="445" x2="468" y1="436" y2="444"/>
+                <content>21,943</content>
+                <instruction instr-id="231" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="7">
+                <bounding-box x1="481" x2="499" y1="436" y2="444"/>
+                <content>321.5</content>
+                <instruction instr-id="231" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="7">
+                <bounding-box x1="514" x2="558" y1="436" y2="444"/>
+                <content>(317.2–325.7)</content>
+                <instruction instr-id="231" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="42" x2="55" y1="427" y2="435"/>
+                <content>≥85</content>
+                <instruction instr-id="233" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="76" x2="88" y1="427" y2="435"/>
+                <content>106</content>
+                <instruction instr-id="233" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="106" x2="124" y1="427" y2="435"/>
+                <content>648.1</content>
+                <instruction instr-id="233" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="136" x2="181" y1="427" y2="435"/>
+                <content>(524.7–771.5)</content>
+                <instruction instr-id="233" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="205" x2="217" y1="427" y2="435"/>
+                <content>621</content>
+                <instruction instr-id="233" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="231" x2="249" y1="427" y2="435"/>
+                <content>777.0</content>
+                <instruction instr-id="233" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="261" x2="306" y1="427" y2="435"/>
+                <content>(715.9–838.2)</content>
+                <instruction instr-id="233" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="324" x2="343" y1="427" y2="435"/>
+                <content>2,901</content>
+                <instruction instr-id="233" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="350" x2="374" y1="427" y2="435"/>
+                <content>1,060.5</content>
+                <instruction instr-id="233" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="381" x2="437" y1="427" y2="435"/>
+                <content>(1,021.9–1,099.1)</content>
+                <instruction instr-id="233" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="445" x2="468" y1="427" y2="435"/>
+                <content>35,698</content>
+                <instruction instr-id="233" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="8">
+                <bounding-box x1="475" x2="499" y1="427" y2="435"/>
+                <content>1,102.2</content>
+                <instruction instr-id="233" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="8">
+                <bounding-box x1="508" x2="564" y1="427" y2="435"/>
+                <content>(1,090.8–1,113.7)</content>
+                <instruction instr-id="233" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="36" x2="53" y1="418" y2="426"/>
+                <content>total</content>
+                <instruction instr-id="236" subinstr-id="0"/>
+                <instruction instr-id="236" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="75" x2="88" y1="418" y2="426"/>
+                <content>301</content>
+                <instruction instr-id="236" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="109" x2="124" y1="418" y2="426"/>
+                <content>63.4</content>
+                <instruction instr-id="236" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="139" x2="178" y1="418" y2="426"/>
+                <content>(56.3–70.6)</content>
+                <instruction instr-id="236" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="198" x2="217" y1="418" y2="426"/>
+                <content>1,923</content>
+                <instruction instr-id="236" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="234" x2="249" y1="418" y2="426"/>
+                <content>77.9</content>
+                <instruction instr-id="236" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="264" x2="303" y1="418" y2="426"/>
+                <content>(74.5–81.4)</content>
+                <instruction instr-id="236" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="9">
+                <bounding-box x1="323" x2="343" y1="418" y2="426"/>
+                <content>9,132</content>
+                <instruction instr-id="236" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="9">
+                <bounding-box x1="355" x2="374" y1="418" y2="426"/>
+                <content>139.4</content>
+                <instruction instr-id="236" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="9">
+                <bounding-box x1="385" x2="432" y1="418" y2="426"/>
+                <content>(136.5–142.3)</content>
+                <instruction instr-id="236" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="9">
+                <bounding-box x1="444" x2="468" y1="418" y2="426"/>
+                <content>69,722</content>
+                <instruction instr-id="236" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="9">
+                <bounding-box x1="480" x2="499" y1="418" y2="426"/>
+                <content>138.2</content>
+                <instruction instr-id="236" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="9">
+                <bounding-box x1="513" x2="559" y1="418" y2="426"/>
+                <content>(137.1–139.2)</content>
+                <instruction instr-id="236" subinstr-id="26"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="36" x2="52" y1="408" y2="416"/>
+                <content>Men</content>
+                <instruction instr-id="238" subinstr-id="0"/>
+                <instruction instr-id="238" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="42" x2="63" y1="399" y2="407"/>
+                <content>45–54</content>
+                <instruction instr-id="241" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="80" x2="88" y1="399" y2="407"/>
+                <content>33</content>
+                <instruction instr-id="241" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="110" x2="124" y1="399" y2="407"/>
+                <content>16.3</content>
+                <instruction instr-id="241" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="140" x2="177" y1="399" y2="407"/>
+                <content>(11.2–22.9)</content>
+                <instruction instr-id="241" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="205" x2="217" y1="399" y2="407"/>
+                <content>126</content>
+                <instruction instr-id="241" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="235" x2="249" y1="399" y2="407"/>
+                <content>13.4</content>
+                <instruction instr-id="241" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="11">
+                <bounding-box x1="265" x2="302" y1="399" y2="407"/>
+                <content>(11.1–15.8)</content>
+                <instruction instr-id="241" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="11">
+                <bounding-box x1="324" x2="343" y1="399" y2="407"/>
+                <content>1,044</content>
+                <instruction instr-id="241" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="11">
+                <bounding-box x1="360" x2="374" y1="399" y2="407"/>
+                <content>43.5</content>
+                <instruction instr-id="241" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="11">
+                <bounding-box x1="390" x2="427" y1="399" y2="407"/>
+                <content>(40.9–46.2)</content>
+                <instruction instr-id="241" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="11">
+                <bounding-box x1="450" x2="468" y1="399" y2="407"/>
+                <content>2,279</content>
+                <instruction instr-id="241" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="11">
+                <bounding-box x1="485" x2="499" y1="399" y2="407"/>
+                <content>12.8</content>
+                <instruction instr-id="241" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="11">
+                <bounding-box x1="518" x2="554" y1="399" y2="407"/>
+                <content>(12.3–13.4)</content>
+                <instruction instr-id="241" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="42" x2="63" y1="389" y2="397"/>
+                <content>55–64</content>
+                <instruction instr-id="243" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="80" x2="88" y1="389" y2="397"/>
+                <content>44</content>
+                <instruction instr-id="243" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="110" x2="124" y1="389" y2="397"/>
+                <content>35.0</content>
+                <instruction instr-id="243" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="140" x2="177" y1="389" y2="397"/>
+                <content>(25.4–47.0)</content>
+                <instruction instr-id="243" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="205" x2="217" y1="389" y2="397"/>
+                <content>220</content>
+                <instruction instr-id="243" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="235" x2="249" y1="389" y2="397"/>
+                <content>36.3</content>
+                <instruction instr-id="243" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="12">
+                <bounding-box x1="265" x2="302" y1="389" y2="397"/>
+                <content>(31.5–41.1)</content>
+                <instruction instr-id="243" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="12">
+                <bounding-box x1="324" x2="343" y1="389" y2="397"/>
+                <content>1,523</content>
+                <instruction instr-id="243" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="12">
+                <bounding-box x1="356" x2="374" y1="389" y2="397"/>
+                <content>105.9</content>
+                <instruction instr-id="243" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="12">
+                <bounding-box x1="386" x2="431" y1="389" y2="397"/>
+                <content>(100.6–111.3)</content>
+                <instruction instr-id="243" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="12">
+                <bounding-box x1="450" x2="468" y1="389" y2="397"/>
+                <content>4,110</content>
+                <instruction instr-id="243" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="12">
+                <bounding-box x1="485" x2="499" y1="389" y2="397"/>
+                <content>31.5</content>
+                <instruction instr-id="243" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="12">
+                <bounding-box x1="518" x2="554" y1="389" y2="397"/>
+                <content>(30.5–32.4)</content>
+                <instruction instr-id="243" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="42" x2="63" y1="380" y2="388"/>
+                <content>65–74</content>
+                <instruction instr-id="245" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="80" x2="88" y1="380" y2="388"/>
+                <content>50</content>
+                <instruction instr-id="245" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="110" x2="124" y1="380" y2="388"/>
+                <content>82.9</content>
+                <instruction instr-id="245" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="138" x2="179" y1="380" y2="388"/>
+                <content>(61.5–109.3)</content>
+                <instruction instr-id="245" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="205" x2="217" y1="380" y2="388"/>
+                <content>357</content>
+                <instruction instr-id="245" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="231" x2="249" y1="380" y2="388"/>
+                <content>108.9</content>
+                <instruction instr-id="245" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="13">
+                <bounding-box x1="263" x2="304" y1="380" y2="388"/>
+                <content>(97.6–120.2)</content>
+                <instruction instr-id="245" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="13">
+                <bounding-box x1="324" x2="343" y1="380" y2="388"/>
+                <content>1,644</content>
+                <instruction instr-id="245" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="13">
+                <bounding-box x1="356" x2="374" y1="380" y2="388"/>
+                <content>218.7</content>
+                <instruction instr-id="245" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="13">
+                <bounding-box x1="386" x2="431" y1="380" y2="388"/>
+                <content>(208.1–229.2)</content>
+                <instruction instr-id="245" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="13">
+                <bounding-box x1="450" x2="468" y1="380" y2="388"/>
+                <content>7,312</content>
+                <instruction instr-id="245" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="13">
+                <bounding-box x1="485" x2="499" y1="380" y2="388"/>
+                <content>97.1</content>
+                <instruction instr-id="245" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="13">
+                <bounding-box x1="518" x2="554" y1="380" y2="388"/>
+                <content>(94.9–99.3)</content>
+                <instruction instr-id="245" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="42" x2="63" y1="370" y2="378"/>
+                <content>75–84</content>
+                <instruction instr-id="247" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="80" x2="88" y1="370" y2="378"/>
+                <content>48</content>
+                <instruction instr-id="247" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="106" x2="124" y1="370" y2="378"/>
+                <content>174.3</content>
+                <instruction instr-id="247" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="136" x2="181" y1="370" y2="378"/>
+                <content>(128.5–231.1)</content>
+                <instruction instr-id="247" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="205" x2="217" y1="370" y2="378"/>
+                <content>477</content>
+                <instruction instr-id="247" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="231" x2="249" y1="370" y2="378"/>
+                <content>294.9</content>
+                <instruction instr-id="247" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="261" x2="306" y1="370" y2="378"/>
+                <content>(268.5–321.4)</content>
+                <instruction instr-id="247" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="14">
+                <bounding-box x1="324" x2="343" y1="370" y2="378"/>
+                <content>1,741</content>
+                <instruction instr-id="247" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="14">
+                <bounding-box x1="356" x2="374" y1="370" y2="378"/>
+                <content>471.1</content>
+                <instruction instr-id="247" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="14">
+                <bounding-box x1="386" x2="431" y1="370" y2="378"/>
+                <content>(449.0–493.2)</content>
+                <instruction instr-id="247" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="14">
+                <bounding-box x1="445" x2="468" y1="370" y2="378"/>
+                <content>16,041</content>
+                <instruction instr-id="247" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="14">
+                <bounding-box x1="481" x2="499" y1="370" y2="378"/>
+                <content>338.5</content>
+                <instruction instr-id="247" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="14">
+                <bounding-box x1="514" x2="558" y1="370" y2="378"/>
+                <content>(333.2–343.7)</content>
+                <instruction instr-id="247" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="42" x2="55" y1="361" y2="369"/>
+                <content>≥85</content>
+                <instruction instr-id="249" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="80" x2="88" y1="361" y2="369"/>
+                <content>27</content>
+                <instruction instr-id="249" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="106" x2="124" y1="361" y2="369"/>
+                <content>344.5</content>
+                <instruction instr-id="249" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="136" x2="181" y1="361" y2="369"/>
+                <content>(227.0–501.2)</content>
+                <instruction instr-id="249" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="205" x2="217" y1="361" y2="369"/>
+                <content>417</content>
+                <instruction instr-id="249" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="231" x2="249" y1="361" y2="369"/>
+                <content>865.9</content>
+                <instruction instr-id="249" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="261" x2="306" y1="361" y2="369"/>
+                <content>(782.8–949.0)</content>
+                <instruction instr-id="249" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="15">
+                <bounding-box x1="330" x2="343" y1="361" y2="369"/>
+                <content>987</content>
+                <instruction instr-id="249" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="15">
+                <bounding-box x1="356" x2="374" y1="361" y2="369"/>
+                <content>882.0</content>
+                <instruction instr-id="249" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="15">
+                <bounding-box x1="386" x2="431" y1="361" y2="369"/>
+                <content>(827.0–937.0)</content>
+                <instruction instr-id="249" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="15">
+                <bounding-box x1="445" x2="468" y1="361" y2="369"/>
+                <content>14,311</content>
+                <instruction instr-id="249" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="15">
+                <bounding-box x1="481" x2="499" y1="361" y2="369"/>
+                <content>941.3</content>
+                <instruction instr-id="249" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="15">
+                <bounding-box x1="514" x2="558" y1="361" y2="369"/>
+                <content>(925.9–956.7)</content>
+                <instruction instr-id="249" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="36" x2="53" y1="349" y2="357"/>
+                <content>total</content>
+                <instruction instr-id="252" subinstr-id="0"/>
+                <instruction instr-id="252" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="75" x2="88" y1="349" y2="357"/>
+                <content>202</content>
+                <instruction instr-id="252" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="109" x2="124" y1="349" y2="357"/>
+                <content>47.6</content>
+                <instruction instr-id="252" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="139" x2="178" y1="349" y2="357"/>
+                <content>(41.1–54.2)</content>
+                <instruction instr-id="252" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="198" x2="217" y1="349" y2="357"/>
+                <content>1,597</content>
+                <instruction instr-id="252" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="234" x2="249" y1="349" y2="357"/>
+                <content>76.7</content>
+                <instruction instr-id="252" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="264" x2="303" y1="349" y2="357"/>
+                <content>(73.0–80.5)</content>
+                <instruction instr-id="252" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="16">
+                <bounding-box x1="323" x2="343" y1="349" y2="357"/>
+                <content>6,939</content>
+                <instruction instr-id="252" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="16">
+                <bounding-box x1="355" x2="374" y1="349" y2="357"/>
+                <content>136.9</content>
+                <instruction instr-id="252" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="16">
+                <bounding-box x1="385" x2="432" y1="349" y2="357"/>
+                <content>(133.7–140.1)</content>
+                <instruction instr-id="252" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="16">
+                <bounding-box x1="444" x2="468" y1="349" y2="357"/>
+                <content>44,053</content>
+                <instruction instr-id="252" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="16">
+                <bounding-box x1="484" x2="499" y1="349" y2="357"/>
+                <content>98.8</content>
+                <instruction instr-id="252" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="16">
+                <bounding-box x1="517" x2="555" y1="349" y2="357"/>
+                <content>(97.9–99.7)</content>
+                <instruction instr-id="252" subinstr-id="26"/>
+            </cell>
+        </region>
+    </table>
+    
+     <table id="5">
+        <region col-increment="0" id="1" page="3" row-increment="0">
+            <cell end-row="2" id="1" start-col="0" end-col="0" start-row="0">
+                <bounding-box x1="36" x2="57" y1="235" y2="261"/>
+                <content>Age
+group
+(yrs)</content>
+                <instruction instr-id="395" subinstr-id="0"/>
+                <instruction instr-id="395" subinstr-id="2"/>
+                <instruction instr-id="397" subinstr-id="0"/>
+                <instruction instr-id="397" subinstr-id="2"/>
+                <instruction instr-id="397" subinstr-id="4"/>
+                <instruction instr-id="399" subinstr-id="-1"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="1" start-row="0">
+                <bounding-box x1="184" x2="211" y1="263" y2="271"/>
+                <content>Women</content>
+                <instruction instr-id="409" subinstr-id="0"/>
+                <instruction instr-id="409" subinstr-id="2"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="7" start-row="0">
+                <bounding-box x1="438" x2="454" y1="263" y2="271"/>
+                <content>Men</content>
+                <instruction instr-id="418" subinstr-id="0"/>
+                <instruction instr-id="418" subinstr-id="2"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="1" start-row="1">
+                <bounding-box x1="117" x2="147" y1="249" y2="257"/>
+                <content>Hispanic</content>
+                <instruction instr-id="427" subinstr-id="0"/>
+                <instruction instr-id="427" subinstr-id="2"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="4" start-row="1">
+                <bounding-box x1="235" x2="282" y1="249" y2="257"/>
+                <content>non-Hispanic</content>
+                <instruction instr-id="436" subinstr-id="0"/>
+                <instruction instr-id="436" subinstr-id="2"/>
+            </cell>
+            <cell end-col="9" id="1" start-col="7" start-row="1">
+                <bounding-box x1="370" x2="400" y1="249" y2="257"/>
+                <content>Hispanic</content>
+                <instruction instr-id="445" subinstr-id="0"/>
+                <instruction instr-id="445" subinstr-id="2"/>
+            </cell>
+            <cell end-col="12" id="1" start-col="10" start-row="1">
+                <bounding-box x1="483" x2="530" y1="249" y2="257"/>
+                <content>non-Hispanic</content>
+                <instruction instr-id="454" subinstr-id="0"/>
+                <instruction instr-id="454" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="83" x2="95" y1="235" y2="243"/>
+                <content>no.</content>
+                <instruction instr-id="456" subinstr-id="0"/>
+                <instruction instr-id="456" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="115" x2="131" y1="235" y2="243"/>
+                <content>Rate</content>
+                <instruction instr-id="459" subinstr-id="0"/>
+                <instruction instr-id="459" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="151" x2="180" y1="235" y2="243"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="462" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="205" x2="216" y1="235" y2="243"/>
+                <content>no.</content>
+                <instruction instr-id="462" subinstr-id="2"/>
+                <instruction instr-id="462" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="237" x2="252" y1="235" y2="243"/>
+                <content>Rate</content>
+                <instruction instr-id="465" subinstr-id="0"/>
+                <instruction instr-id="465" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="278" x2="306" y1="235" y2="243"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="468" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="2">
+                <bounding-box x1="336" x2="348" y1="235" y2="243"/>
+                <content>no.</content>
+                <instruction instr-id="468" subinstr-id="2"/>
+                <instruction instr-id="468" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="2">
+                <bounding-box x1="368" x2="384" y1="235" y2="243"/>
+                <content>Rate</content>
+                <instruction instr-id="471" subinstr-id="0"/>
+                <instruction instr-id="471" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="2">
+                <bounding-box x1="404" x2="433" y1="235" y2="243"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="474" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="2">
+                <bounding-box x1="458" x2="470" y1="235" y2="243"/>
+                <content>no.</content>
+                <instruction instr-id="474" subinstr-id="2"/>
+                <instruction instr-id="474" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="2">
+                <bounding-box x1="490" x2="505" y1="235" y2="243"/>
+                <content>Rate</content>
+                <instruction instr-id="477" subinstr-id="0"/>
+                <instruction instr-id="477" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="2">
+                <bounding-box x1="526" x2="555" y1="235" y2="243"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="480" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="36" x2="57" y1="221" y2="229"/>
+                <content>45–54</content>
+                <instruction instr-id="483" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="90" x2="103" y1="221" y2="229"/>
+                <content>263</content>
+                <instruction instr-id="483" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="120" x2="134" y1="221" y2="229"/>
+                <content>11.8</content>
+                <instruction instr-id="483" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="147" x2="184" y1="221" y2="229"/>
+                <content>(10.4–13.2)</content>
+                <instruction instr-id="483" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="206" x2="224" y1="221" y2="229"/>
+                <content>2,590</content>
+                <instruction instr-id="483" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="242" x2="256" y1="221" y2="229"/>
+                <content>13.1</content>
+                <instruction instr-id="483" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="274" x2="310" y1="221" y2="229"/>
+                <content>(12.6–13.6)</content>
+                <instruction instr-id="483" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="3">
+                <bounding-box x1="343" x2="355" y1="221" y2="229"/>
+                <content>389</content>
+                <instruction instr-id="483" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="3">
+                <bounding-box x1="373" x2="387" y1="221" y2="229"/>
+                <content>17.0</content>
+                <instruction instr-id="483" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="3">
+                <bounding-box x1="400" x2="437" y1="221" y2="229"/>
+                <content>(15.3–18.7)</content>
+                <instruction instr-id="483" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="3">
+                <bounding-box x1="459" x2="477" y1="221" y2="229"/>
+                <content>3,080</content>
+                <instruction instr-id="483" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="3">
+                <bounding-box x1="495" x2="509" y1="221" y2="229"/>
+                <content>16.2</content>
+                <instruction instr-id="483" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="3">
+                <bounding-box x1="522" x2="559" y1="221" y2="229"/>
+                <content>(15.6–16.8)</content>
+                <instruction instr-id="483" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="36" x2="57" y1="212" y2="220"/>
+                <content>55–64</content>
+                <instruction instr-id="485" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="90" x2="103" y1="212" y2="220"/>
+                <content>368</content>
+                <instruction instr-id="485" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="120" x2="134" y1="212" y2="220"/>
+                <content>27.8</content>
+                <instruction instr-id="485" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="147" x2="184" y1="212" y2="220"/>
+                <content>(25.0–30.7)</content>
+                <instruction instr-id="485" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="206" x2="224" y1="212" y2="220"/>
+                <content>4,243</content>
+                <instruction instr-id="485" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="242" x2="256" y1="212" y2="220"/>
+                <content>28.2</content>
+                <instruction instr-id="485" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="274" x2="310" y1="212" y2="220"/>
+                <content>(27.4–29.1)</content>
+                <instruction instr-id="485" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="4">
+                <bounding-box x1="343" x2="355" y1="212" y2="220"/>
+                <content>501</content>
+                <instruction instr-id="485" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="4">
+                <bounding-box x1="373" x2="387" y1="212" y2="220"/>
+                <content>41.1</content>
+                <instruction instr-id="485" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="4">
+                <bounding-box x1="400" x2="437" y1="212" y2="220"/>
+                <content>(37.5–44.8)</content>
+                <instruction instr-id="485" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="4">
+                <bounding-box x1="459" x2="477" y1="212" y2="220"/>
+                <content>5,380</content>
+                <instruction instr-id="485" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="4">
+                <bounding-box x1="495" x2="509" y1="212" y2="220"/>
+                <content>38.4</content>
+                <instruction instr-id="485" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="4">
+                <bounding-box x1="522" x2="559" y1="212" y2="220"/>
+                <content>(37.4–39.4)</content>
+                <instruction instr-id="485" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="36" x2="57" y1="202" y2="210"/>
+                <content>65–74</content>
+                <instruction instr-id="487" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="90" x2="103" y1="202" y2="210"/>
+                <content>584</content>
+                <instruction instr-id="487" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="120" x2="134" y1="202" y2="210"/>
+                <content>76.9</content>
+                <instruction instr-id="487" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="147" x2="184" y1="202" y2="210"/>
+                <content>(70.7–83.2)</content>
+                <instruction instr-id="487" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="206" x2="224" y1="202" y2="210"/>
+                <content>8,256</content>
+                <instruction instr-id="487" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="242" x2="256" y1="202" y2="210"/>
+                <content>87.0</content>
+                <instruction instr-id="487" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="274" x2="310" y1="202" y2="210"/>
+                <content>(85.1–88.9)</content>
+                <instruction instr-id="487" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="5">
+                <bounding-box x1="343" x2="355" y1="202" y2="210"/>
+                <content>617</content>
+                <instruction instr-id="487" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="5">
+                <bounding-box x1="369" x2="387" y1="202" y2="210"/>
+                <content>100.1</content>
+                <instruction instr-id="487" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="5">
+                <bounding-box x1="398" x2="439" y1="202" y2="210"/>
+                <content>(92.2–108.0)</content>
+                <instruction instr-id="487" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="5">
+                <bounding-box x1="459" x2="477" y1="202" y2="210"/>
+                <content>8,723</content>
+                <instruction instr-id="487" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="5">
+                <bounding-box x1="491" x2="509" y1="202" y2="210"/>
+                <content>108.3</content>
+                <instruction instr-id="487" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="5">
+                <bounding-box x1="518" x2="563" y1="202" y2="210"/>
+                <content>(106.0–110.6)</content>
+                <instruction instr-id="487" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="36" x2="57" y1="193" y2="201"/>
+                <content>75–84</content>
+                <instruction instr-id="489" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="85" x2="103" y1="193" y2="201"/>
+                <content>1,087</content>
+                <instruction instr-id="489" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="116" x2="134" y1="193" y2="201"/>
+                <content>240.6</content>
+                <instruction instr-id="489" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="143" x2="188" y1="193" y2="201"/>
+                <content>(226.3–254.9)</content>
+                <instruction instr-id="489" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="202" x2="224" y1="193" y2="201"/>
+                <content>24,285</content>
+                <instruction instr-id="489" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="238" x2="256" y1="193" y2="201"/>
+                <content>332.8</content>
+                <instruction instr-id="489" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="270" x2="314" y1="193" y2="201"/>
+                <content>(328.6–337.0)</content>
+                <instruction instr-id="489" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="6">
+                <bounding-box x1="343" x2="355" y1="193" y2="201"/>
+                <content>926</content>
+                <instruction instr-id="489" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="6">
+                <bounding-box x1="369" x2="387" y1="193" y2="201"/>
+                <content>292.8</content>
+                <instruction instr-id="489" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="6">
+                <bounding-box x1="396" x2="441" y1="193" y2="201"/>
+                <content>(273.9–311.6)</content>
+                <instruction instr-id="489" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="6">
+                <bounding-box x1="455" x2="477" y1="193" y2="201"/>
+                <content>17,350</content>
+                <instruction instr-id="489" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="6">
+                <bounding-box x1="491" x2="509" y1="193" y2="201"/>
+                <content>348.2</content>
+                <instruction instr-id="489" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="6">
+                <bounding-box x1="518" x2="563" y1="193" y2="201"/>
+                <content>(343.1–353.4)</content>
+                <instruction instr-id="489" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="36" x2="49" y1="183" y2="191"/>
+                <content>≥85</content>
+                <instruction instr-id="491" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="85" x2="103" y1="183" y2="191"/>
+                <content>1,240</content>
+                <instruction instr-id="491" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="116" x2="134" y1="183" y2="191"/>
+                <content>742.9</content>
+                <instruction instr-id="491" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="143" x2="188" y1="183" y2="191"/>
+                <content>(701.6–784.3)</content>
+                <instruction instr-id="491" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="202" x2="224" y1="183" y2="191"/>
+                <content>38,056</content>
+                <instruction instr-id="491" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="232" x2="256" y1="183" y2="191"/>
+                <content>1,105.8</content>
+                <instruction instr-id="491" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="264" x2="320" y1="183" y2="191"/>
+                <content>(1,094.6–1,116.9)</content>
+                <instruction instr-id="491" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="7">
+                <bounding-box x1="343" x2="356" y1="183" y2="191"/>
+                <content>516</content>
+                <instruction instr-id="491" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="7">
+                <bounding-box x1="369" x2="387" y1="183" y2="191"/>
+                <content>581.9</content>
+                <instruction instr-id="491" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="7">
+                <bounding-box x1="396" x2="441" y1="183" y2="191"/>
+                <content>(531.7–632.1)</content>
+                <instruction instr-id="491" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="7">
+                <bounding-box x1="455" x2="477" y1="183" y2="191"/>
+                <content>15,203</content>
+                <instruction instr-id="491" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="7">
+                <bounding-box x1="491" x2="509" y1="183" y2="191"/>
+                <content>950.4</content>
+                <instruction instr-id="491" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="7">
+                <bounding-box x1="518" x2="563" y1="183" y2="191"/>
+                <content>(935.3–965.5)</content>
+                <instruction instr-id="491" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="36" x2="53" y1="171" y2="179"/>
+                <content>total</content>
+                <instruction instr-id="494" subinstr-id="0"/>
+                <instruction instr-id="494" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="84" x2="103" y1="171" y2="179"/>
+                <content>3,542</content>
+                <instruction instr-id="494" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="119" x2="134" y1="171" y2="179"/>
+                <content>71.8</content>
+                <instruction instr-id="494" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="146" x2="185" y1="171" y2="179"/>
+                <content>(69.5–74.2)</content>
+                <instruction instr-id="494" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="201" x2="224" y1="171" y2="179"/>
+                <content>77,430</content>
+                <instruction instr-id="494" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="237" x2="256" y1="171" y2="179"/>
+                <content>140.7</content>
+                <instruction instr-id="494" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="269" x2="316" y1="171" y2="179"/>
+                <content>(139.7–141.7)</content>
+                <instruction instr-id="494" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="7" start-row="8">
+                <bounding-box x1="336" x2="355" y1="171" y2="179"/>
+                <content>2,949</content>
+                <instruction instr-id="494" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="8" start-row="8">
+                <bounding-box x1="372" x2="387" y1="171" y2="179"/>
+                <content>65.2</content>
+                <instruction instr-id="494" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="9" start-row="8">
+                <bounding-box x1="400" x2="438" y1="171" y2="179"/>
+                <content>(62.8–67.5)</content>
+                <instruction instr-id="494" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="10" start-row="8">
+                <bounding-box x1="454" x2="477" y1="171" y2="179"/>
+                <content>49,736</content>
+                <instruction instr-id="494" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="11" start-row="8">
+                <bounding-box x1="490" x2="509" y1="171" y2="179"/>
+                <content>104.4</content>
+                <instruction instr-id="494" subinstr-id="24"/>
+            </cell>
+            <cell id="1" start-col="12" start-row="8">
+                <bounding-box x1="517" x2="564" y1="171" y2="179"/>
+                <content>(103.5–105.3)</content>
+                <instruction instr-id="494" subinstr-id="26"/>
+            </cell>
+        </region>
+    </table>
+    
+        <table id="6">
+        <region col-increment="0" id="2" page="4" row-increment="0">
+            <cell end-row="1" id="1" start-col="0" start-row="0">
+                <bounding-box x1="44" x2="79" y1="664" y2="672"/>
+                <content>State/Area</content>
+                <instruction instr-id="90" subinstr-id="0"/>
+                <instruction instr-id="90" subinstr-id="2"/>
+                <instruction instr-id="90" subinstr-id="4"/>
+                <instruction instr-id="90" subinstr-id="6"/>
+                <instruction instr-id="90" subinstr-id="8"/>
+                <instruction instr-id="90" subinstr-id="10"/>
+            </cell>
+            <cell end-col="3" id="1" start-col="1" start-row="0">
+                <bounding-box x1="124" x2="199" y1="678" y2="685"/>
+                <content>Coronary heart disease</content>
+                <instruction instr-id="100" subinstr-id="0"/>
+                <instruction instr-id="100" subinstr-id="2"/>
+                <instruction instr-id="100" subinstr-id="4"/>
+                <instruction instr-id="100" subinstr-id="6"/>
+                <instruction instr-id="100" subinstr-id="8"/>
+            </cell>
+            <cell end-col="6" id="1" start-col="4" start-row="0">
+                <bounding-box x1="244" x2="265" y1="678" y2="685"/>
+                <content>Stroke</content>
+                <instruction instr-id="109" subinstr-id="0"/>
+                <instruction instr-id="109" subinstr-id="2"/>
+                <instruction instr-id="109" subinstr-id="4"/>
+                <instruction instr-id="109" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="1">
+                <bounding-box x1="121" x2="132" y1="664" y2="672"/>
+                <content>no.</content>
+                <instruction instr-id="111" subinstr-id="0"/>
+                <instruction instr-id="111" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="1">
+                <bounding-box x1="145" x2="160" y1="664" y2="672"/>
+                <content>Rate</content>
+                <instruction instr-id="114" subinstr-id="0"/>
+                <instruction instr-id="114" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="1">
+                <bounding-box x1="174" x2="201" y1="664" y2="672"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="117" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="1">
+                <bounding-box x1="220" x2="231" y1="664" y2="672"/>
+                <content>no.</content>
+                <instruction instr-id="117" subinstr-id="2"/>
+                <instruction instr-id="117" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="1">
+                <bounding-box x1="243" x2="257" y1="664" y2="672"/>
+                <content>Rate</content>
+                <instruction instr-id="120" subinstr-id="0"/>
+                <instruction instr-id="120" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="1">
+                <bounding-box x1="265" x2="292" y1="664" y2="672"/>
+                <content>(95% CI)</content>
+                <instruction instr-id="123" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="2">
+                <bounding-box x1="44" x2="106" y1="651" y2="658"/>
+                <content>District of Columbia</content>
+                <instruction instr-id="126" subinstr-id="0"/>
+                <instruction instr-id="126" subinstr-id="2"/>
+                <instruction instr-id="126" subinstr-id="4"/>
+                <instruction instr-id="126" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="2">
+                <bounding-box x1="120" x2="137" y1="651" y2="658"/>
+                <content>1,144</content>
+                <instruction instr-id="126" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="2">
+                <bounding-box x1="142" x2="159" y1="651" y2="658"/>
+                <content>193.5</content>
+                <instruction instr-id="126" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="2">
+                <bounding-box x1="166" x2="208" y1="651" y2="658"/>
+                <content>(182.2–204.8)</content>
+                <instruction instr-id="126" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="2">
+                <bounding-box x1="225" x2="236" y1="651" y2="658"/>
+                <content>221</content>
+                <instruction instr-id="126" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="2">
+                <bounding-box x1="241" x2="254" y1="651" y2="658"/>
+                <content>37.6</content>
+                <instruction instr-id="126" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="2">
+                <bounding-box x1="261" x2="295" y1="651" y2="658"/>
+                <content>(32.6–42.6)</content>
+                <instruction instr-id="126" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="3">
+                <bounding-box x1="44" x2="73" y1="640" y2="647"/>
+                <content>NewYork</content>
+                <instruction instr-id="128" subinstr-id="0"/>
+                <instruction instr-id="128" subinstr-id="2"/>
+                <instruction instr-id="128" subinstr-id="4"/>
+                <instruction instr-id="128" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="3">
+                <bounding-box x1="116" x2="137" y1="640" y2="647"/>
+                <content>39,385</content>
+                <instruction instr-id="128" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="3">
+                <bounding-box x1="142" x2="159" y1="640" y2="647"/>
+                <content>181.2</content>
+                <instruction instr-id="128" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="3">
+                <bounding-box x1="166" x2="208" y1="640" y2="647"/>
+                <content>(179.4–183.0)</content>
+                <instruction instr-id="128" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="3">
+                <bounding-box x1="219" x2="236" y1="640" y2="647"/>
+                <content>6,398</content>
+                <instruction instr-id="128" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="3">
+                <bounding-box x1="241" x2="254" y1="640" y2="647"/>
+                <content>29.7</content>
+                <instruction instr-id="128" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="3">
+                <bounding-box x1="261" x2="295" y1="640" y2="647"/>
+                <content>(29.0–30.5)</content>
+                <instruction instr-id="128" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="4">
+                <bounding-box x1="44" x2="77" y1="629" y2="636"/>
+                <content>Oklahoma</content>
+                <instruction instr-id="130" subinstr-id="0"/>
+                <instruction instr-id="130" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="4">
+                <bounding-box x1="120" x2="137" y1="629" y2="636"/>
+                <content>6,930</content>
+                <instruction instr-id="130" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="4">
+                <bounding-box x1="142" x2="159" y1="629" y2="636"/>
+                <content>177.4</content>
+                <instruction instr-id="130" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="4">
+                <bounding-box x1="166" x2="208" y1="629" y2="636"/>
+                <content>(173.2–181.6)</content>
+                <instruction instr-id="130" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="4">
+                <bounding-box x1="219" x2="236" y1="629" y2="636"/>
+                <content>2,085</content>
+                <instruction instr-id="130" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="4">
+                <bounding-box x1="241" x2="254" y1="629" y2="636"/>
+                <content>53.3</content>
+                <instruction instr-id="130" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="4">
+                <bounding-box x1="261" x2="295" y1="629" y2="636"/>
+                <content>(51.0–55.6)</content>
+                <instruction instr-id="130" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="5">
+                <bounding-box x1="44" x2="77" y1="618" y2="625"/>
+                <content>Tennessee</content>
+                <instruction instr-id="132" subinstr-id="0"/>
+                <instruction instr-id="132" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="5">
+                <bounding-box x1="116" x2="137" y1="618" y2="625"/>
+                <content>10,602</content>
+                <instruction instr-id="132" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="5">
+                <bounding-box x1="142" x2="159" y1="618" y2="625"/>
+                <content>167.8</content>
+                <instruction instr-id="132" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="5">
+                <bounding-box x1="166" x2="208" y1="618" y2="625"/>
+                <content>(164.6–171.0)</content>
+                <instruction instr-id="132" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="5">
+                <bounding-box x1="219" x2="236" y1="618" y2="625"/>
+                <content>3,407</content>
+                <instruction instr-id="132" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="5">
+                <bounding-box x1="241" x2="254" y1="618" y2="625"/>
+                <content>54.6</content>
+                <instruction instr-id="132" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="5">
+                <bounding-box x1="261" x2="295" y1="618" y2="625"/>
+                <content>(52.8–56.5)</content>
+                <instruction instr-id="132" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="6">
+                <bounding-box x1="44" x2="85" y1="607" y2="615"/>
+                <content>RhodeIsland</content>
+                <instruction instr-id="134" subinstr-id="0"/>
+                <instruction instr-id="134" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="6">
+                <bounding-box x1="120" x2="137" y1="607" y2="615"/>
+                <content>2,187</content>
+                <instruction instr-id="134" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="6">
+                <bounding-box x1="142" x2="159" y1="607" y2="615"/>
+                <content>162.4</content>
+                <instruction instr-id="134" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="6">
+                <bounding-box x1="166" x2="208" y1="607" y2="615"/>
+                <content>(155.5–169.3)</content>
+                <instruction instr-id="134" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="6">
+                <bounding-box x1="225" x2="236" y1="607" y2="615"/>
+                <content>421</content>
+                <instruction instr-id="134" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="6">
+                <bounding-box x1="241" x2="254" y1="607" y2="615"/>
+                <content>31.4</content>
+                <instruction instr-id="134" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="6">
+                <bounding-box x1="261" x2="295" y1="607" y2="615"/>
+                <content>(28.4–34.5)</content>
+                <instruction instr-id="134" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="7">
+                <bounding-box x1="44" x2="72" y1="596" y2="604"/>
+                <content>Arkansas</content>
+                <instruction instr-id="136" subinstr-id="0"/>
+                <instruction instr-id="136" subinstr-id="2"/>
+                <instruction instr-id="136" subinstr-id="4"/>
+                <instruction instr-id="136" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="7">
+                <bounding-box x1="120" x2="137" y1="596" y2="604"/>
+                <content>5,100</content>
+                <instruction instr-id="136" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="7">
+                <bounding-box x1="142" x2="159" y1="596" y2="604"/>
+                <content>160.1</content>
+                <instruction instr-id="136" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="7">
+                <bounding-box x1="166" x2="208" y1="596" y2="604"/>
+                <content>(155.7–164.5)</content>
+                <instruction instr-id="136" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="7">
+                <bounding-box x1="219" x2="236" y1="596" y2="604"/>
+                <content>1,884</content>
+                <instruction instr-id="136" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="7">
+                <bounding-box x1="241" x2="254" y1="596" y2="604"/>
+                <content>58.8</content>
+                <instruction instr-id="136" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="7">
+                <bounding-box x1="261" x2="295" y1="596" y2="604"/>
+                <content>(56.1–61.4)</content>
+                <instruction instr-id="136" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="8">
+                <bounding-box x1="44" x2="84" y1="585" y2="593"/>
+                <content>WestVirginia</content>
+                <instruction instr-id="138" subinstr-id="0"/>
+                <instruction instr-id="138" subinstr-id="2"/>
+                <instruction instr-id="138" subinstr-id="4"/>
+                <instruction instr-id="138" subinstr-id="6"/>
+                <instruction instr-id="138" subinstr-id="8"/>
+                <instruction instr-id="138" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="8">
+                <bounding-box x1="120" x2="137" y1="585" y2="593"/>
+                <content>3,548</content>
+                <instruction instr-id="138" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="8">
+                <bounding-box x1="142" x2="159" y1="585" y2="593"/>
+                <content>158.7</content>
+                <instruction instr-id="138" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="8">
+                <bounding-box x1="166" x2="208" y1="585" y2="593"/>
+                <content>(153.4–163.9)</content>
+                <instruction instr-id="138" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="8">
+                <bounding-box x1="219" x2="236" y1="585" y2="593"/>
+                <content>1,072</content>
+                <instruction instr-id="138" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="8">
+                <bounding-box x1="241" x2="254" y1="585" y2="593"/>
+                <content>47.6</content>
+                <instruction instr-id="138" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="8">
+                <bounding-box x1="261" x2="295" y1="585" y2="593"/>
+                <content>(44.7–50.5)</content>
+                <instruction instr-id="138" subinstr-id="22"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="9">
+                <bounding-box x1="44" x2="73" y1="574" y2="582"/>
+                <content>Michigan</content>
+                <instruction instr-id="140" subinstr-id="0"/>
+                <instruction instr-id="140" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="9">
+                <bounding-box x1="116" x2="137" y1="574" y2="582"/>
+                <content>16,782</content>
+                <instruction instr-id="140" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="9">
+                <bounding-box x1="142" x2="159" y1="574" y2="582"/>
+                <content>156.6</content>
+                <instruction instr-id="140" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="9">
+                <bounding-box x1="166" x2="208" y1="574" y2="582"/>
+                <content>(154.2–158.9)</content>
+                <instruction instr-id="140" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="9">
+                <bounding-box x1="219" x2="236" y1="574" y2="582"/>
+                <content>4,752</content>
+                <instruction instr-id="140" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="9">
+                <bounding-box x1="241" x2="254" y1="574" y2="582"/>
+                <content>44.5</content>
+                <instruction instr-id="140" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="9">
+                <bounding-box x1="261" x2="295" y1="574" y2="582"/>
+                <content>(43.3–45.8)</content>
+                <instruction instr-id="140" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="10">
+                <bounding-box x1="44" x2="70" y1="564" y2="571"/>
+                <content>Missouri</content>
+                <instruction instr-id="142" subinstr-id="0"/>
+                <instruction instr-id="142" subinstr-id="2"/>
+                <instruction instr-id="142" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="10">
+                <bounding-box x1="116" x2="137" y1="564" y2="571"/>
+                <content>10,206</content>
+                <instruction instr-id="142" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="10">
+                <bounding-box x1="142" x2="159" y1="564" y2="571"/>
+                <content>155.2</content>
+                <instruction instr-id="142" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="10">
+                <bounding-box x1="166" x2="208" y1="564" y2="571"/>
+                <content>(152.2–158.2)</content>
+                <instruction instr-id="142" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="10">
+                <bounding-box x1="219" x2="236" y1="564" y2="571"/>
+                <content>3,247</content>
+                <instruction instr-id="142" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="10">
+                <bounding-box x1="241" x2="254" y1="564" y2="571"/>
+                <content>49.4</content>
+                <instruction instr-id="142" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="10">
+                <bounding-box x1="261" x2="295" y1="564" y2="571"/>
+                <content>(47.7–51.1)</content>
+                <instruction instr-id="142" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="11">
+                <bounding-box x1="44" x2="59" y1="553" y2="560"/>
+                <content>Ohio</content>
+                <instruction instr-id="144" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="11">
+                <bounding-box x1="116" x2="137" y1="553" y2="560"/>
+                <content>19,820</content>
+                <instruction instr-id="144" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="11">
+                <bounding-box x1="142" x2="159" y1="553" y2="560"/>
+                <content>154.0</content>
+                <instruction instr-id="144" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="11">
+                <bounding-box x1="166" x2="208" y1="553" y2="560"/>
+                <content>(151.8–156.1)</content>
+                <instruction instr-id="144" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="11">
+                <bounding-box x1="219" x2="236" y1="553" y2="560"/>
+                <content>5,828</content>
+                <instruction instr-id="144" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="11">
+                <bounding-box x1="241" x2="254" y1="553" y2="560"/>
+                <content>45.2</content>
+                <instruction instr-id="144" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="11">
+                <bounding-box x1="261" x2="295" y1="553" y2="560"/>
+                <content>(44.1–46.4)</content>
+                <instruction instr-id="144" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="12">
+                <bounding-box x1="44" x2="73" y1="542" y2="549"/>
+                <content>Kentucky</content>
+                <instruction instr-id="146" subinstr-id="0"/>
+                <instruction instr-id="146" subinstr-id="2"/>
+                <instruction instr-id="146" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="12">
+                <bounding-box x1="120" x2="137" y1="542" y2="549"/>
+                <content>6,530</content>
+                <instruction instr-id="146" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="12">
+                <bounding-box x1="142" x2="159" y1="542" y2="549"/>
+                <content>148.6</content>
+                <instruction instr-id="146" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="12">
+                <bounding-box x1="166" x2="208" y1="542" y2="549"/>
+                <content>(145.0–152.2)</content>
+                <instruction instr-id="146" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="12">
+                <bounding-box x1="219" x2="236" y1="542" y2="549"/>
+                <content>2,197</content>
+                <instruction instr-id="146" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="12">
+                <bounding-box x1="241" x2="254" y1="542" y2="549"/>
+                <content>50.5</content>
+                <instruction instr-id="146" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="12">
+                <bounding-box x1="261" x2="295" y1="542" y2="549"/>
+                <content>(48.3–52.6)</content>
+                <instruction instr-id="146" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="13">
+                <bounding-box x1="44" x2="78" y1="531" y2="538"/>
+                <content>Mississippi</content>
+                <instruction instr-id="148" subinstr-id="0"/>
+                <instruction instr-id="148" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="13">
+                <bounding-box x1="120" x2="137" y1="531" y2="538"/>
+                <content>4,354</content>
+                <instruction instr-id="148" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="13">
+                <bounding-box x1="142" x2="159" y1="531" y2="538"/>
+                <content>146.7</content>
+                <instruction instr-id="148" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="13">
+                <bounding-box x1="166" x2="208" y1="531" y2="538"/>
+                <content>(142.4–151.1)</content>
+                <instruction instr-id="148" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="13">
+                <bounding-box x1="219" x2="236" y1="531" y2="538"/>
+                <content>1,585</content>
+                <instruction instr-id="148" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="13">
+                <bounding-box x1="241" x2="254" y1="531" y2="538"/>
+                <content>53.7</content>
+                <instruction instr-id="148" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="13">
+                <bounding-box x1="261" x2="295" y1="531" y2="538"/>
+                <content>(51.1–56.4)</content>
+                <instruction instr-id="148" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="14">
+                <bounding-box x1="44" x2="74" y1="520" y2="528"/>
+                <content>Maryland</content>
+                <instruction instr-id="150" subinstr-id="0"/>
+                <instruction instr-id="150" subinstr-id="2"/>
+                <instruction instr-id="150" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="14">
+                <bounding-box x1="120" x2="137" y1="520" y2="528"/>
+                <content>7,744</content>
+                <instruction instr-id="150" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="14">
+                <bounding-box x1="142" x2="159" y1="520" y2="528"/>
+                <content>141.7</content>
+                <instruction instr-id="150" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="14">
+                <bounding-box x1="166" x2="208" y1="520" y2="528"/>
+                <content>(138.5–144.9)</content>
+                <instruction instr-id="150" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="14">
+                <bounding-box x1="219" x2="236" y1="520" y2="528"/>
+                <content>2,365</content>
+                <instruction instr-id="150" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="14">
+                <bounding-box x1="241" x2="254" y1="520" y2="528"/>
+                <content>43.6</content>
+                <instruction instr-id="150" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="14">
+                <bounding-box x1="261" x2="295" y1="520" y2="528"/>
+                <content>(41.8–45.4)</content>
+                <instruction instr-id="150" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="15">
+                <bounding-box x1="44" x2="59" y1="509" y2="517"/>
+                <content>Iowa</content>
+                <instruction instr-id="153" subinstr-id="0"/>
+                <instruction instr-id="153" subinstr-id="2"/>
+                <instruction instr-id="153" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="15">
+                <bounding-box x1="120" x2="137" y1="509" y2="517"/>
+                <content>5,469</content>
+                <instruction instr-id="156" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="15">
+                <bounding-box x1="142" x2="159" y1="509" y2="517"/>
+                <content>141.6</content>
+                <instruction instr-id="156" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="15">
+                <bounding-box x1="166" x2="208" y1="509" y2="517"/>
+                <content>(137.7–145.4)</content>
+                <instruction instr-id="156" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="15">
+                <bounding-box x1="219" x2="236" y1="509" y2="517"/>
+                <content>1,718</content>
+                <instruction instr-id="156" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="15">
+                <bounding-box x1="241" x2="254" y1="509" y2="517"/>
+                <content>42.9</content>
+                <instruction instr-id="156" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="15">
+                <bounding-box x1="261" x2="295" y1="509" y2="517"/>
+                <content>(40.8–45.0)</content>
+                <instruction instr-id="156" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="16">
+                <bounding-box x1="44" x2="79" y1="498" y2="506"/>
+                <content>NewJersey</content>
+                <instruction instr-id="158" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="16">
+                <bounding-box x1="116" x2="137" y1="498" y2="506"/>
+                <content>13,684</content>
+                <instruction instr-id="158" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="16">
+                <bounding-box x1="142" x2="159" y1="498" y2="506"/>
+                <content>141.2</content>
+                <instruction instr-id="158" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="16">
+                <bounding-box x1="166" x2="208" y1="498" y2="506"/>
+                <content>(138.8–143.6)</content>
+                <instruction instr-id="158" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="16">
+                <bounding-box x1="219" x2="236" y1="498" y2="506"/>
+                <content>3,468</content>
+                <instruction instr-id="158" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="16">
+                <bounding-box x1="241" x2="254" y1="498" y2="506"/>
+                <content>35.9</content>
+                <instruction instr-id="158" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="16">
+                <bounding-box x1="261" x2="295" y1="498" y2="506"/>
+                <content>(34.7–37.1)</content>
+                <instruction instr-id="158" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="17">
+                <bounding-box x1="44" x2="73" y1="487" y2="495"/>
+                <content>Delaware</content>
+                <instruction instr-id="160" subinstr-id="0"/>
+                <instruction instr-id="160" subinstr-id="2"/>
+                <instruction instr-id="160" subinstr-id="4"/>
+                <instruction instr-id="160" subinstr-id="6"/>
+                <instruction instr-id="160" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="17">
+                <bounding-box x1="120" x2="137" y1="487" y2="495"/>
+                <content>1,305</content>
+                <instruction instr-id="160" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="17">
+                <bounding-box x1="142" x2="159" y1="487" y2="495"/>
+                <content>140.8</content>
+                <instruction instr-id="160" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="17">
+                <bounding-box x1="166" x2="208" y1="487" y2="495"/>
+                <content>(133.2–148.5)</content>
+                <instruction instr-id="160" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="17">
+                <bounding-box x1="225" x2="236" y1="487" y2="495"/>
+                <content>384</content>
+                <instruction instr-id="160" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="17">
+                <bounding-box x1="241" x2="254" y1="487" y2="495"/>
+                <content>41.8</content>
+                <instruction instr-id="160" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="17">
+                <bounding-box x1="261" x2="295" y1="487" y2="495"/>
+                <content>(37.6–46.0)</content>
+                <instruction instr-id="160" subinstr-id="20"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="18">
+                <bounding-box x1="44" x2="87" y1="477" y2="484"/>
+                <content>SouthDakota</content>
+                <instruction instr-id="162" subinstr-id="0"/>
+                <instruction instr-id="162" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="18">
+                <bounding-box x1="120" x2="137" y1="477" y2="484"/>
+                <content>1,397</content>
+                <instruction instr-id="162" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="18">
+                <bounding-box x1="142" x2="159" y1="477" y2="484"/>
+                <content>140.0</content>
+                <instruction instr-id="162" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="18">
+                <bounding-box x1="166" x2="208" y1="477" y2="484"/>
+                <content>(132.6–147.5)</content>
+                <instruction instr-id="162" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="18">
+                <bounding-box x1="225" x2="236" y1="477" y2="484"/>
+                <content>442</content>
+                <instruction instr-id="162" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="18">
+                <bounding-box x1="241" x2="254" y1="477" y2="484"/>
+                <content>42.4</content>
+                <instruction instr-id="162" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="18">
+                <bounding-box x1="261" x2="295" y1="477" y2="484"/>
+                <content>(38.4–46.4)</content>
+                <instruction instr-id="162" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="19">
+                <bounding-box x1="44" x2="68" y1="466" y2="473"/>
+                <content>Indiana</content>
+                <instruction instr-id="164" subinstr-id="0"/>
+                <instruction instr-id="164" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="19">
+                <bounding-box x1="120" x2="137" y1="466" y2="473"/>
+                <content>9,210</content>
+                <instruction instr-id="164" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="19">
+                <bounding-box x1="142" x2="159" y1="466" y2="473"/>
+                <content>139.7</content>
+                <instruction instr-id="164" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="19">
+                <bounding-box x1="166" x2="208" y1="466" y2="473"/>
+                <content>(136.8–142.5)</content>
+                <instruction instr-id="164" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="19">
+                <bounding-box x1="219" x2="236" y1="466" y2="473"/>
+                <content>3,238</content>
+                <instruction instr-id="164" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="19">
+                <bounding-box x1="241" x2="254" y1="466" y2="473"/>
+                <content>49.1</content>
+                <instruction instr-id="164" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="19">
+                <bounding-box x1="261" x2="295" y1="466" y2="473"/>
+                <content>(47.4–50.8)</content>
+                <instruction instr-id="164" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="20">
+                <bounding-box x1="44" x2="74" y1="455" y2="462"/>
+                <content>California</content>
+                <instruction instr-id="166" subinstr-id="0"/>
+                <instruction instr-id="166" subinstr-id="2"/>
+                <instruction instr-id="166" subinstr-id="4"/>
+                <instruction instr-id="166" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="20">
+                <bounding-box x1="116" x2="137" y1="455" y2="462"/>
+                <content>46,584</content>
+                <instruction instr-id="166" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="20">
+                <bounding-box x1="142" x2="159" y1="455" y2="462"/>
+                <content>139.0</content>
+                <instruction instr-id="166" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="20">
+                <bounding-box x1="166" x2="208" y1="455" y2="462"/>
+                <content>(137.7–140.2)</content>
+                <instruction instr-id="166" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="20">
+                <bounding-box x1="215" x2="236" y1="455" y2="462"/>
+                <content>15,039</content>
+                <instruction instr-id="166" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="20">
+                <bounding-box x1="241" x2="254" y1="455" y2="462"/>
+                <content>44.9</content>
+                <instruction instr-id="166" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="20">
+                <bounding-box x1="261" x2="295" y1="455" y2="462"/>
+                <content>(44.2–45.6)</content>
+                <instruction instr-id="168" subinstr-id="-1"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="21">
+                <bounding-box x1="44" x2="74" y1="444" y2="452"/>
+                <content>Louisiana</content>
+                <instruction instr-id="170" subinstr-id="0"/>
+                <instruction instr-id="170" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="21">
+                <bounding-box x1="120" x2="137" y1="444" y2="452"/>
+                <content>5,919</content>
+                <instruction instr-id="170" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="21">
+                <bounding-box x1="142" x2="159" y1="444" y2="452"/>
+                <content>138.3</content>
+                <instruction instr-id="170" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="21">
+                <bounding-box x1="166" x2="208" y1="444" y2="452"/>
+                <content>(134.7–141.8)</content>
+                <instruction instr-id="170" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="21">
+                <bounding-box x1="219" x2="236" y1="444" y2="452"/>
+                <content>2,195</content>
+                <instruction instr-id="170" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="21">
+                <bounding-box x1="241" x2="254" y1="444" y2="452"/>
+                <content>52.1</content>
+                <instruction instr-id="170" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="21">
+                <bounding-box x1="261" x2="295" y1="444" y2="452"/>
+                <content>(49.9–54.3)</content>
+                <instruction instr-id="170" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="22">
+                <bounding-box x1="44" x2="85" y1="433" y2="441"/>
+                <content>Pennsylvania</content>
+                <instruction instr-id="172" subinstr-id="0"/>
+                <instruction instr-id="172" subinstr-id="2"/>
+                <instruction instr-id="172" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="22">
+                <bounding-box x1="116" x2="137" y1="433" y2="441"/>
+                <content>22,030</content>
+                <instruction instr-id="172" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="22">
+                <bounding-box x1="142" x2="159" y1="433" y2="441"/>
+                <content>136.0</content>
+                <instruction instr-id="172" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="22">
+                <bounding-box x1="166" x2="208" y1="433" y2="441"/>
+                <content>(134.2–137.8)</content>
+                <instruction instr-id="172" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="22">
+                <bounding-box x1="219" x2="236" y1="433" y2="441"/>
+                <content>7,151</content>
+                <instruction instr-id="172" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="22">
+                <bounding-box x1="241" x2="254" y1="433" y2="441"/>
+                <content>43.6</content>
+                <instruction instr-id="172" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="22">
+                <bounding-box x1="261" x2="295" y1="433" y2="441"/>
+                <content>(42.6–44.6)</content>
+                <instruction instr-id="172" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="23">
+                <bounding-box x1="44" x2="64" y1="422" y2="430"/>
+                <content>Illinois</content>
+                <instruction instr-id="174" subinstr-id="0"/>
+                <instruction instr-id="174" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="23">
+                <bounding-box x1="116" x2="137" y1="422" y2="430"/>
+                <content>17,747</content>
+                <instruction instr-id="174" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="23">
+                <bounding-box x1="142" x2="159" y1="422" y2="430"/>
+                <content>134.8</content>
+                <instruction instr-id="174" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="23">
+                <bounding-box x1="166" x2="208" y1="422" y2="430"/>
+                <content>(132.8–136.8)</content>
+                <instruction instr-id="174" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="23">
+                <bounding-box x1="219" x2="236" y1="422" y2="430"/>
+                <content>5,989</content>
+                <instruction instr-id="174" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="23">
+                <bounding-box x1="241" x2="254" y1="422" y2="430"/>
+                <content>45.4</content>
+                <instruction instr-id="174" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="23">
+                <bounding-box x1="261" x2="295" y1="422" y2="430"/>
+                <content>(44.3–46.6)</content>
+                <instruction instr-id="174" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="24">
+                <bounding-box x1="44" x2="86" y1="411" y2="419"/>
+                <content>NorthDakota</content>
+                <instruction instr-id="176" subinstr-id="0"/>
+                <instruction instr-id="176" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="24">
+                <bounding-box x1="120" x2="137" y1="411" y2="419"/>
+                <content>1,115</content>
+                <instruction instr-id="176" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="24">
+                <bounding-box x1="142" x2="159" y1="411" y2="419"/>
+                <content>133.7</content>
+                <instruction instr-id="176" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="24">
+                <bounding-box x1="166" x2="208" y1="411" y2="419"/>
+                <content>(125.7–141.8)</content>
+                <instruction instr-id="176" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="24">
+                <bounding-box x1="225" x2="236" y1="411" y2="419"/>
+                <content>428</content>
+                <instruction instr-id="176" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="24">
+                <bounding-box x1="241" x2="254" y1="411" y2="419"/>
+                <content>49.2</content>
+                <instruction instr-id="176" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="24">
+                <bounding-box x1="261" x2="295" y1="411" y2="419"/>
+                <content>(44.5–54.0)</content>
+                <instruction instr-id="176" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="25">
+                <bounding-box x1="44" x2="61" y1="401" y2="408"/>
+                <content>Texas</content>
+                <instruction instr-id="178" subinstr-id="0"/>
+                <instruction instr-id="178" subinstr-id="2"/>
+                <instruction instr-id="178" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="25">
+                <bounding-box x1="116" x2="137" y1="401" y2="408"/>
+                <content>25,933</content>
+                <instruction instr-id="178" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="25">
+                <bounding-box x1="142" x2="159" y1="401" y2="408"/>
+                <content>132.2</content>
+                <instruction instr-id="178" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="25">
+                <bounding-box x1="166" x2="208" y1="401" y2="408"/>
+                <content>(130.6–133.8)</content>
+                <instruction instr-id="178" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="25">
+                <bounding-box x1="219" x2="236" y1="401" y2="408"/>
+                <content>9,366</content>
+                <instruction instr-id="178" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="25">
+                <bounding-box x1="241" x2="254" y1="401" y2="408"/>
+                <content>48.3</content>
+                <instruction instr-id="178" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="25">
+                <bounding-box x1="261" x2="295" y1="401" y2="408"/>
+                <content>(47.3–49.3)</content>
+                <instruction instr-id="178" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="26">
+                <bounding-box x1="44" x2="66" y1="390" y2="397"/>
+                <content>Florida</content>
+                <instruction instr-id="180" subinstr-id="0"/>
+                <instruction instr-id="180" subinstr-id="2"/>
+                <instruction instr-id="180" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="26">
+                <bounding-box x1="116" x2="137" y1="390" y2="397"/>
+                <content>32,868</content>
+                <instruction instr-id="180" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="26">
+                <bounding-box x1="142" x2="159" y1="390" y2="397"/>
+                <content>129.2</content>
+                <instruction instr-id="180" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="26">
+                <bounding-box x1="166" x2="208" y1="390" y2="397"/>
+                <content>(127.8–130.6)</content>
+                <instruction instr-id="180" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="26">
+                <bounding-box x1="219" x2="236" y1="390" y2="397"/>
+                <content>8,925</content>
+                <instruction instr-id="180" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="26">
+                <bounding-box x1="241" x2="254" y1="390" y2="397"/>
+                <content>35.3</content>
+                <instruction instr-id="180" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="26">
+                <bounding-box x1="261" x2="295" y1="390" y2="397"/>
+                <content>(34.5–36.0)</content>
+                <instruction instr-id="180" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="27">
+                <bounding-box x1="44" x2="90" y1="379" y2="386"/>
+                <content>NorthCarolina</content>
+                <instruction instr-id="182" subinstr-id="0"/>
+                <instruction instr-id="182" subinstr-id="2"/>
+                <instruction instr-id="182" subinstr-id="4"/>
+                <instruction instr-id="182" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="27">
+                <bounding-box x1="116" x2="137" y1="379" y2="386"/>
+                <content>11,173</content>
+                <instruction instr-id="182" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="27">
+                <bounding-box x1="142" x2="159" y1="379" y2="386"/>
+                <content>126.1</content>
+                <instruction instr-id="182" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="27">
+                <bounding-box x1="166" x2="208" y1="379" y2="386"/>
+                <content>(123.8–128.5)</content>
+                <instruction instr-id="182" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="27">
+                <bounding-box x1="219" x2="236" y1="379" y2="386"/>
+                <content>4,572</content>
+                <instruction instr-id="182" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="27">
+                <bounding-box x1="241" x2="254" y1="379" y2="386"/>
+                <content>52.4</content>
+                <instruction instr-id="182" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="27">
+                <bounding-box x1="261" x2="295" y1="379" y2="386"/>
+                <content>(50.9–53.9)</content>
+                <instruction instr-id="182" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="28">
+                <bounding-box x1="44" x2="71" y1="368" y2="375"/>
+                <content>Vermont</content>
+                <instruction instr-id="184" subinstr-id="0"/>
+                <instruction instr-id="184" subinstr-id="2"/>
+                <instruction instr-id="184" subinstr-id="4"/>
+                <instruction instr-id="184" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="28">
+                <bounding-box x1="125" x2="137" y1="368" y2="375"/>
+                <content>880</content>
+                <instruction instr-id="184" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="28">
+                <bounding-box x1="142" x2="159" y1="368" y2="375"/>
+                <content>124.5</content>
+                <instruction instr-id="184" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="28">
+                <bounding-box x1="166" x2="208" y1="368" y2="375"/>
+                <content>(116.2–132.8)</content>
+                <instruction instr-id="184" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="28">
+                <bounding-box x1="225" x2="236" y1="368" y2="375"/>
+                <content>264</content>
+                <instruction instr-id="184" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="28">
+                <bounding-box x1="241" x2="254" y1="368" y2="375"/>
+                <content>37.8</content>
+                <instruction instr-id="184" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="28">
+                <bounding-box x1="261" x2="295" y1="368" y2="375"/>
+                <content>(33.2–42.4)</content>
+                <instruction instr-id="184" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="29">
+                <bounding-box x1="44" x2="72" y1="357" y2="365"/>
+                <content>Alabama</content>
+                <instruction instr-id="186" subinstr-id="0"/>
+                <instruction instr-id="186" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="29">
+                <bounding-box x1="120" x2="137" y1="357" y2="365"/>
+                <content>6,038</content>
+                <instruction instr-id="186" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="29">
+                <bounding-box x1="142" x2="159" y1="357" y2="365"/>
+                <content>121.7</content>
+                <instruction instr-id="186" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="29">
+                <bounding-box x1="166" x2="208" y1="357" y2="365"/>
+                <content>(118.6–124.8)</content>
+                <instruction instr-id="186" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="29">
+                <bounding-box x1="219" x2="236" y1="357" y2="365"/>
+                <content>2,740</content>
+                <instruction instr-id="186" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="29">
+                <bounding-box x1="241" x2="254" y1="357" y2="365"/>
+                <content>55.5</content>
+                <instruction instr-id="186" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="29">
+                <bounding-box x1="261" x2="295" y1="357" y2="365"/>
+                <content>(53.4–57.6)</content>
+                <instruction instr-id="186" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="30">
+                <bounding-box x1="44" x2="68" y1="346" y2="354"/>
+                <content>Arizona</content>
+                <instruction instr-id="188" subinstr-id="0"/>
+                <instruction instr-id="188" subinstr-id="2"/>
+                <instruction instr-id="188" subinstr-id="4"/>
+                <instruction instr-id="188" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="30">
+                <bounding-box x1="120" x2="137" y1="346" y2="354"/>
+                <content>7,806</content>
+                <instruction instr-id="188" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="30">
+                <bounding-box x1="142" x2="159" y1="346" y2="354"/>
+                <content>120.8</content>
+                <instruction instr-id="188" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="30">
+                <bounding-box x1="166" x2="208" y1="346" y2="354"/>
+                <content>(118.1–123.5)</content>
+                <instruction instr-id="188" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="30">
+                <bounding-box x1="219" x2="236" y1="346" y2="354"/>
+                <content>2,226</content>
+                <instruction instr-id="188" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="30">
+                <bounding-box x1="241" x2="254" y1="346" y2="354"/>
+                <content>34.5</content>
+                <instruction instr-id="188" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="30">
+                <bounding-box x1="261" x2="295" y1="346" y2="354"/>
+                <content>(33.1–36.0)</content>
+                <instruction instr-id="188" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="31">
+                <bounding-box x1="44" x2="68" y1="335" y2="343"/>
+                <content>Nevada</content>
+                <instruction instr-id="190" subinstr-id="0"/>
+                <instruction instr-id="190" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="31">
+                <bounding-box x1="120" x2="137" y1="335" y2="343"/>
+                <content>2,649</content>
+                <instruction instr-id="190" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="31">
+                <bounding-box x1="142" x2="159" y1="335" y2="343"/>
+                <content>119.5</content>
+                <instruction instr-id="190" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="31">
+                <bounding-box x1="166" x2="208" y1="335" y2="343"/>
+                <content>(114.9–124.1)</content>
+                <instruction instr-id="190" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="31">
+                <bounding-box x1="225" x2="236" y1="335" y2="343"/>
+                <content>847</content>
+                <instruction instr-id="190" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="31">
+                <bounding-box x1="241" x2="254" y1="335" y2="343"/>
+                <content>39.7</content>
+                <instruction instr-id="190" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="31">
+                <bounding-box x1="261" x2="295" y1="335" y2="343"/>
+                <content>(37.0–42.4)</content>
+                <instruction instr-id="190" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="32">
+                <bounding-box x1="44" x2="90" y1="324" y2="332"/>
+                <content>SouthCarolina</content>
+                <instruction instr-id="192" subinstr-id="0"/>
+                <instruction instr-id="192" subinstr-id="2"/>
+                <instruction instr-id="192" subinstr-id="4"/>
+                <instruction instr-id="192" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="32">
+                <bounding-box x1="120" x2="137" y1="324" y2="332"/>
+                <content>5,398</content>
+                <instruction instr-id="192" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="32">
+                <bounding-box x1="142" x2="159" y1="324" y2="332"/>
+                <content>119.2</content>
+                <instruction instr-id="192" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="32">
+                <bounding-box x1="166" x2="208" y1="324" y2="332"/>
+                <content>(116.0–122.4)</content>
+                <instruction instr-id="192" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="32">
+                <bounding-box x1="219" x2="236" y1="324" y2="332"/>
+                <content>2,291</content>
+                <instruction instr-id="192" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="32">
+                <bounding-box x1="241" x2="254" y1="324" y2="332"/>
+                <content>51.6</content>
+                <instruction instr-id="192" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="32">
+                <bounding-box x1="261" x2="295" y1="324" y2="332"/>
+                <content>(49.5–53.8)</content>
+                <instruction instr-id="192" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="33">
+                <bounding-box x1="44" x2="94" y1="314" y2="321"/>
+                <content>NewHampshire</content>
+                <instruction instr-id="194" subinstr-id="0"/>
+                <instruction instr-id="194" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="33">
+                <bounding-box x1="120" x2="137" y1="314" y2="321"/>
+                <content>1,629</content>
+                <instruction instr-id="194" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="33">
+                <bounding-box x1="142" x2="159" y1="314" y2="321"/>
+                <content>116.3</content>
+                <instruction instr-id="194" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="33">
+                <bounding-box x1="166" x2="208" y1="314" y2="321"/>
+                <content>(110.6–121.9)</content>
+                <instruction instr-id="194" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="33">
+                <bounding-box x1="225" x2="236" y1="314" y2="321"/>
+                <content>494</content>
+                <instruction instr-id="194" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="33">
+                <bounding-box x1="241" x2="254" y1="314" y2="321"/>
+                <content>35.4</content>
+                <instruction instr-id="194" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="33">
+                <bounding-box x1="261" x2="295" y1="314" y2="321"/>
+                <content>(32.3–38.6)</content>
+                <instruction instr-id="194" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="34">
+                <bounding-box x1="44" x2="68" y1="303" y2="310"/>
+                <content>Virginia</content>
+                <instruction instr-id="196" subinstr-id="0"/>
+                <instruction instr-id="196" subinstr-id="2"/>
+                <instruction instr-id="196" subinstr-id="4"/>
+                <instruction instr-id="196" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="34">
+                <bounding-box x1="120" x2="137" y1="303" y2="310"/>
+                <content>8,486</content>
+                <instruction instr-id="196" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="34">
+                <bounding-box x1="142" x2="159" y1="303" y2="310"/>
+                <content>115.6</content>
+                <instruction instr-id="196" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="34">
+                <bounding-box x1="166" x2="208" y1="303" y2="310"/>
+                <content>(113.1–118.0)</content>
+                <instruction instr-id="196" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="34">
+                <bounding-box x1="219" x2="236" y1="303" y2="310"/>
+                <content>3,523</content>
+                <instruction instr-id="196" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="34">
+                <bounding-box x1="241" x2="254" y1="303" y2="310"/>
+                <content>49.0</content>
+                <instruction instr-id="196" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="34">
+                <bounding-box x1="261" x2="295" y1="303" y2="310"/>
+                <content>(47.3–50.6)</content>
+                <instruction instr-id="196" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="35">
+                <bounding-box x1="44" x2="82" y1="292" y2="299"/>
+                <content>Washington</content>
+                <instruction instr-id="198" subinstr-id="0"/>
+                <instruction instr-id="198" subinstr-id="2"/>
+                <instruction instr-id="198" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="35">
+                <bounding-box x1="120" x2="137" y1="292" y2="299"/>
+                <content>7,303</content>
+                <instruction instr-id="198" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="35">
+                <bounding-box x1="142" x2="159" y1="292" y2="299"/>
+                <content>114.7</content>
+                <instruction instr-id="198" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="35">
+                <bounding-box x1="166" x2="208" y1="292" y2="299"/>
+                <content>(112.1–117.4)</content>
+                <instruction instr-id="198" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="35">
+                <bounding-box x1="219" x2="236" y1="292" y2="299"/>
+                <content>2,725</content>
+                <instruction instr-id="198" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="35">
+                <bounding-box x1="241" x2="254" y1="292" y2="299"/>
+                <content>42.9</content>
+                <instruction instr-id="198" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="35">
+                <bounding-box x1="261" x2="295" y1="292" y2="299"/>
+                <content>(41.3–44.6)</content>
+                <instruction instr-id="198" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="36">
+                <bounding-box x1="44" x2="82" y1="281" y2="288"/>
+                <content>NewMexico</content>
+                <instruction instr-id="200" subinstr-id="0"/>
+                <instruction instr-id="200" subinstr-id="2"/>
+                <instruction instr-id="200" subinstr-id="4"/>
+                <instruction instr-id="200" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="36">
+                <bounding-box x1="120" x2="137" y1="281" y2="288"/>
+                <content>2,277</content>
+                <instruction instr-id="200" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="36">
+                <bounding-box x1="142" x2="159" y1="281" y2="288"/>
+                <content>114.6</content>
+                <instruction instr-id="200" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="36">
+                <bounding-box x1="166" x2="208" y1="281" y2="288"/>
+                <content>(109.9–119.3)</content>
+                <instruction instr-id="200" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="36">
+                <bounding-box x1="225" x2="236" y1="281" y2="288"/>
+                <content>739</content>
+                <instruction instr-id="200" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="36">
+                <bounding-box x1="241" x2="254" y1="281" y2="288"/>
+                <content>37.5</content>
+                <instruction instr-id="200" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="36">
+                <bounding-box x1="261" x2="295" y1="281" y2="288"/>
+                <content>(34.8–40.2)</content>
+                <instruction instr-id="200" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="37">
+                <bounding-box x1="44" x2="66" y1="270" y2="278"/>
+                <content>Kansas</content>
+                <instruction instr-id="202" subinstr-id="0"/>
+                <instruction instr-id="202" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="37">
+                <bounding-box x1="120" x2="137" y1="270" y2="278"/>
+                <content>3,565</content>
+                <instruction instr-id="202" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="37">
+                <bounding-box x1="142" x2="159" y1="270" y2="278"/>
+                <content>114.1</content>
+                <instruction instr-id="202" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="37">
+                <bounding-box x1="166" x2="208" y1="270" y2="278"/>
+                <content>(110.3–117.8)</content>
+                <instruction instr-id="202" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="37">
+                <bounding-box x1="219" x2="236" y1="270" y2="278"/>
+                <content>1,489</content>
+                <instruction instr-id="202" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="37">
+                <bounding-box x1="241" x2="254" y1="270" y2="278"/>
+                <content>46.7</content>
+                <instruction instr-id="202" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="37">
+                <bounding-box x1="261" x2="295" y1="270" y2="278"/>
+                <content>(44.3–49.1)</content>
+                <instruction instr-id="202" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="38">
+                <bounding-box x1="44" x2="76" y1="259" y2="267"/>
+                <content>Wisconsin</content>
+                <instruction instr-id="204" subinstr-id="0"/>
+                <instruction instr-id="204" subinstr-id="2"/>
+                <instruction instr-id="204" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="38">
+                <bounding-box x1="120" x2="137" y1="259" y2="267"/>
+                <content>7,183</content>
+                <instruction instr-id="204" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="38">
+                <bounding-box x1="142" x2="159" y1="259" y2="267"/>
+                <content>113.9</content>
+                <instruction instr-id="204" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="38">
+                <bounding-box x1="166" x2="208" y1="259" y2="267"/>
+                <content>(111.3–116.6)</content>
+                <instruction instr-id="204" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="38">
+                <bounding-box x1="219" x2="236" y1="259" y2="267"/>
+                <content>2,829</content>
+                <instruction instr-id="204" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="38">
+                <bounding-box x1="241" x2="254" y1="259" y2="267"/>
+                <content>44.3</content>
+                <instruction instr-id="204" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="38">
+                <bounding-box x1="261" x2="295" y1="259" y2="267"/>
+                <content>(42.7–46.0)</content>
+                <instruction instr-id="204" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="39">
+                <bounding-box x1="44" x2="63" y1="248" y2="256"/>
+                <content>Maine</content>
+                <instruction instr-id="206" subinstr-id="0"/>
+                <instruction instr-id="206" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="39">
+                <bounding-box x1="120" x2="137" y1="248" y2="256"/>
+                <content>1,816</content>
+                <instruction instr-id="206" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="39">
+                <bounding-box x1="142" x2="159" y1="248" y2="256"/>
+                <content>112.2</content>
+                <instruction instr-id="206" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="39">
+                <bounding-box x1="166" x2="208" y1="248" y2="256"/>
+                <content>(107.0–117.4)</content>
+                <instruction instr-id="206" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="39">
+                <bounding-box x1="225" x2="236" y1="248" y2="256"/>
+                <content>670</content>
+                <instruction instr-id="206" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="39">
+                <bounding-box x1="241" x2="254" y1="248" y2="256"/>
+                <content>41.3</content>
+                <instruction instr-id="206" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="39">
+                <bounding-box x1="261" x2="295" y1="248" y2="256"/>
+                <content>(38.2–44.5)</content>
+                <instruction instr-id="206" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="40">
+                <bounding-box x1="44" x2="62" y1="237" y2="245"/>
+                <content>Idaho</content>
+                <instruction instr-id="208" subinstr-id="0"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="40">
+                <bounding-box x1="120" x2="137" y1="237" y2="245"/>
+                <content>1,565</content>
+                <instruction instr-id="208" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="40">
+                <bounding-box x1="142" x2="159" y1="237" y2="245"/>
+                <content>110.2</content>
+                <instruction instr-id="208" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="40">
+                <bounding-box x1="166" x2="208" y1="237" y2="245"/>
+                <content>(104.7–115.7)</content>
+                <instruction instr-id="208" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="40">
+                <bounding-box x1="225" x2="236" y1="237" y2="245"/>
+                <content>725</content>
+                <instruction instr-id="208" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="40">
+                <bounding-box x1="241" x2="254" y1="237" y2="245"/>
+                <content>51.6</content>
+                <instruction instr-id="208" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="40">
+                <bounding-box x1="261" x2="295" y1="237" y2="245"/>
+                <content>(47.9–55.4)</content>
+                <instruction instr-id="208" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="41">
+                <bounding-box x1="44" x2="82" y1="227" y2="234"/>
+                <content>Connecticut</content>
+                <instruction instr-id="210" subinstr-id="0"/>
+                <instruction instr-id="210" subinstr-id="2"/>
+                <instruction instr-id="210" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="41">
+                <bounding-box x1="120" x2="137" y1="227" y2="234"/>
+                <content>4,630</content>
+                <instruction instr-id="210" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="41">
+                <bounding-box x1="142" x2="159" y1="227" y2="234"/>
+                <content>110.0</content>
+                <instruction instr-id="210" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="41">
+                <bounding-box x1="166" x2="208" y1="227" y2="234"/>
+                <content>(106.8–113.2)</content>
+                <instruction instr-id="210" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="41">
+                <bounding-box x1="219" x2="236" y1="227" y2="234"/>
+                <content>1,547</content>
+                <instruction instr-id="210" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="41">
+                <bounding-box x1="241" x2="254" y1="227" y2="234"/>
+                <content>36.5</content>
+                <instruction instr-id="210" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="41">
+                <bounding-box x1="261" x2="295" y1="227" y2="234"/>
+                <content>(34.6–38.3)</content>
+                <instruction instr-id="210" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="42">
+                <bounding-box x1="44" x2="69" y1="216" y2="223"/>
+                <content>Georgia</content>
+                <instruction instr-id="212" subinstr-id="0"/>
+                <instruction instr-id="212" subinstr-id="2"/>
+                <instruction instr-id="212" subinstr-id="4"/>
+                <instruction instr-id="212" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="42">
+                <bounding-box x1="120" x2="137" y1="216" y2="223"/>
+                <content>8,371</content>
+                <instruction instr-id="212" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="42">
+                <bounding-box x1="142" x2="159" y1="216" y2="223"/>
+                <content>108.7</content>
+                <instruction instr-id="212" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="42">
+                <bounding-box x1="166" x2="208" y1="216" y2="223"/>
+                <content>(106.4–111.1)</content>
+                <instruction instr-id="212" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="42">
+                <bounding-box x1="219" x2="236" y1="216" y2="223"/>
+                <content>3,889</content>
+                <instruction instr-id="212" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="42">
+                <bounding-box x1="241" x2="254" y1="216" y2="223"/>
+                <content>51.4</content>
+                <instruction instr-id="212" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="42">
+                <bounding-box x1="261" x2="295" y1="216" y2="223"/>
+                <content>(49.8–53.1)</content>
+                <instruction instr-id="212" subinstr-id="18"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="43">
+                <bounding-box x1="44" x2="74" y1="205" y2="212"/>
+                <content>Wyoming</content>
+                <instruction instr-id="214" subinstr-id="0"/>
+                <instruction instr-id="214" subinstr-id="2"/>
+                <instruction instr-id="214" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="43">
+                <bounding-box x1="125" x2="137" y1="205" y2="212"/>
+                <content>561</content>
+                <instruction instr-id="214" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="43">
+                <bounding-box x1="142" x2="159" y1="205" y2="212"/>
+                <content>107.1</content>
+                <instruction instr-id="214" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="43">
+                <bounding-box x1="168" x2="206" y1="205" y2="212"/>
+                <content>(98.2–116.1)</content>
+                <instruction instr-id="214" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="43">
+                <bounding-box x1="225" x2="236" y1="205" y2="212"/>
+                <content>236</content>
+                <instruction instr-id="214" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="43">
+                <bounding-box x1="241" x2="254" y1="205" y2="212"/>
+                <content>45.4</content>
+                <instruction instr-id="214" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="43">
+                <bounding-box x1="261" x2="295" y1="205" y2="212"/>
+                <content>(39.6–51.3)</content>
+                <instruction instr-id="214" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="44">
+                <bounding-box x1="44" x2="90" y1="194" y2="201"/>
+                <content>Massachusetts</content>
+                <instruction instr-id="216" subinstr-id="0"/>
+                <instruction instr-id="216" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="44">
+                <bounding-box x1="120" x2="137" y1="194" y2="201"/>
+                <content>8,015</content>
+                <instruction instr-id="216" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="44">
+                <bounding-box x1="142" x2="159" y1="194" y2="201"/>
+                <content>105.6</content>
+                <instruction instr-id="216" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="44">
+                <bounding-box x1="166" x2="208" y1="194" y2="201"/>
+                <content>(103.3–108.0)</content>
+                <instruction instr-id="216" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="44">
+                <bounding-box x1="219" x2="236" y1="194" y2="201"/>
+                <content>2,880</content>
+                <instruction instr-id="216" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="44">
+                <bounding-box x1="241" x2="254" y1="194" y2="201"/>
+                <content>37.7</content>
+                <instruction instr-id="216" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="44">
+                <bounding-box x1="261" x2="295" y1="194" y2="201"/>
+                <content>(36.3–39.0)</content>
+                <instruction instr-id="216" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="45">
+                <bounding-box x1="44" x2="68" y1="183" y2="191"/>
+                <content>Oregon</content>
+                <instruction instr-id="218" subinstr-id="0"/>
+                <instruction instr-id="218" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="45">
+                <bounding-box x1="120" x2="137" y1="183" y2="191"/>
+                <content>4,070</content>
+                <instruction instr-id="218" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="45">
+                <bounding-box x1="146" x2="159" y1="183" y2="191"/>
+                <content>99.2</content>
+                <instruction instr-id="218" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="45">
+                <bounding-box x1="168" x2="206" y1="183" y2="191"/>
+                <content>(96.1–102.3)</content>
+                <instruction instr-id="218" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="45">
+                <bounding-box x1="219" x2="236" y1="183" y2="191"/>
+                <content>1,978</content>
+                <instruction instr-id="218" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="45">
+                <bounding-box x1="241" x2="254" y1="183" y2="191"/>
+                <content>48.0</content>
+                <instruction instr-id="218" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="45">
+                <bounding-box x1="261" x2="295" y1="183" y2="191"/>
+                <content>(45.9–50.1)</content>
+                <instruction instr-id="218" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="46">
+                <bounding-box x1="44" x2="72" y1="172" y2="180"/>
+                <content>Montana</content>
+                <instruction instr-id="220" subinstr-id="0"/>
+                <instruction instr-id="220" subinstr-id="2"/>
+                <instruction instr-id="220" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="46">
+                <bounding-box x1="120" x2="137" y1="172" y2="180"/>
+                <content>1,093</content>
+                <instruction instr-id="220" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="46">
+                <bounding-box x1="146" x2="159" y1="172" y2="180"/>
+                <content>99.0</content>
+                <instruction instr-id="220" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="46">
+                <bounding-box x1="168" x2="206" y1="172" y2="180"/>
+                <content>(93.0–104.9)</content>
+                <instruction instr-id="220" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="46">
+                <bounding-box x1="225" x2="236" y1="172" y2="180"/>
+                <content>461</content>
+                <instruction instr-id="220" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="46">
+                <bounding-box x1="241" x2="254" y1="172" y2="180"/>
+                <content>41.2</content>
+                <instruction instr-id="220" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="46">
+                <bounding-box x1="261" x2="295" y1="172" y2="180"/>
+                <content>(37.4–44.9)</content>
+                <instruction instr-id="220" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="47">
+                <bounding-box x1="44" x2="73" y1="161" y2="169"/>
+                <content>Colorado</content>
+                <instruction instr-id="222" subinstr-id="0"/>
+                <instruction instr-id="222" subinstr-id="2"/>
+                <instruction instr-id="222" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="47">
+                <bounding-box x1="120" x2="137" y1="161" y2="169"/>
+                <content>3,922</content>
+                <instruction instr-id="222" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="47">
+                <bounding-box x1="146" x2="159" y1="161" y2="169"/>
+                <content>96.3</content>
+                <instruction instr-id="222" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="47">
+                <bounding-box x1="170" x2="204" y1="161" y2="169"/>
+                <content>(93.2–99.3)</content>
+                <instruction instr-id="222" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="47">
+                <bounding-box x1="219" x2="236" y1="161" y2="169"/>
+                <content>1,532</content>
+                <instruction instr-id="222" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="47">
+                <bounding-box x1="241" x2="254" y1="161" y2="169"/>
+                <content>38.7</content>
+                <instruction instr-id="222" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="47">
+                <bounding-box x1="261" x2="295" y1="161" y2="169"/>
+                <content>(36.7–40.6)</content>
+                <instruction instr-id="222" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="48">
+                <bounding-box x1="44" x2="73" y1="150" y2="158"/>
+                <content>Nebraska</content>
+                <instruction instr-id="224" subinstr-id="0"/>
+                <instruction instr-id="224" subinstr-id="2"/>
+                <instruction instr-id="224" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="48">
+                <bounding-box x1="120" x2="137" y1="150" y2="158"/>
+                <content>1,861</content>
+                <instruction instr-id="224" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="48">
+                <bounding-box x1="146" x2="159" y1="150" y2="158"/>
+                <content>89.9</content>
+                <instruction instr-id="224" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="48">
+                <bounding-box x1="170" x2="204" y1="150" y2="158"/>
+                <content>(85.8–94.0)</content>
+                <instruction instr-id="224" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="48">
+                <bounding-box x1="225" x2="236" y1="150" y2="158"/>
+                <content>922</content>
+                <instruction instr-id="224" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="48">
+                <bounding-box x1="241" x2="254" y1="150" y2="158"/>
+                <content>43.9</content>
+                <instruction instr-id="224" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="48">
+                <bounding-box x1="261" x2="295" y1="150" y2="158"/>
+                <content>(41.0–46.7)</content>
+                <instruction instr-id="224" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="49">
+                <bounding-box x1="44" x2="64" y1="140" y2="147"/>
+                <content>Alaska</content>
+                <instruction instr-id="226" subinstr-id="0"/>
+                <instruction instr-id="226" subinstr-id="2"/>
+                <instruction instr-id="226" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="49">
+                <bounding-box x1="125" x2="137" y1="140" y2="147"/>
+                <content>351</content>
+                <instruction instr-id="226" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="49">
+                <bounding-box x1="146" x2="159" y1="140" y2="147"/>
+                <content>87.4</content>
+                <instruction instr-id="226" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="49">
+                <bounding-box x1="170" x2="204" y1="140" y2="147"/>
+                <content>(77.7–97.2)</content>
+                <instruction instr-id="226" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="49">
+                <bounding-box x1="225" x2="236" y1="140" y2="147"/>
+                <content>177</content>
+                <instruction instr-id="226" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="49">
+                <bounding-box x1="241" x2="254" y1="140" y2="147"/>
+                <content>46.8</content>
+                <instruction instr-id="226" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="49">
+                <bounding-box x1="261" x2="295" y1="140" y2="147"/>
+                <content>(39.5–54.1)</content>
+                <instruction instr-id="226" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="50">
+                <bounding-box x1="44" x2="65" y1="129" y2="136"/>
+                <content>Hawaii</content>
+                <instruction instr-id="228" subinstr-id="0"/>
+                <instruction instr-id="228" subinstr-id="2"/>
+                <instruction instr-id="228" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="50">
+                <bounding-box x1="120" x2="137" y1="129" y2="136"/>
+                <content>1,298</content>
+                <instruction instr-id="228" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="50">
+                <bounding-box x1="146" x2="159" y1="129" y2="136"/>
+                <content>85.2</content>
+                <instruction instr-id="228" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="50">
+                <bounding-box x1="170" x2="204" y1="129" y2="136"/>
+                <content>(80.5–89.9)</content>
+                <instruction instr-id="228" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="50">
+                <bounding-box x1="225" x2="236" y1="129" y2="136"/>
+                <content>665</content>
+                <instruction instr-id="228" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="50">
+                <bounding-box x1="241" x2="254" y1="129" y2="136"/>
+                <content>43.2</content>
+                <instruction instr-id="228" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="50">
+                <bounding-box x1="261" x2="295" y1="129" y2="136"/>
+                <content>(39.9–46.5)</content>
+                <instruction instr-id="228" subinstr-id="16"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="51">
+                <bounding-box x1="44" x2="77" y1="118" y2="125"/>
+                <content>Minnesota</content>
+                <instruction instr-id="230" subinstr-id="0"/>
+                <instruction instr-id="230" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="51">
+                <bounding-box x1="120" x2="137" y1="118" y2="125"/>
+                <content>4,430</content>
+                <instruction instr-id="230" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="51">
+                <bounding-box x1="146" x2="159" y1="118" y2="125"/>
+                <content>79.7</content>
+                <instruction instr-id="230" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="51">
+                <bounding-box x1="170" x2="204" y1="118" y2="125"/>
+                <content>(77.3–82.0)</content>
+                <instruction instr-id="230" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="51">
+                <bounding-box x1="219" x2="236" y1="118" y2="125"/>
+                <content>2,219</content>
+                <instruction instr-id="230" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="51">
+                <bounding-box x1="241" x2="254" y1="118" y2="125"/>
+                <content>39.3</content>
+                <instruction instr-id="230" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="51">
+                <bounding-box x1="261" x2="295" y1="118" y2="125"/>
+                <content>(37.7–41.0)</content>
+                <instruction instr-id="230" subinstr-id="14"/>
+            </cell>
+            <cell id="1" start-col="0" start-row="52">
+                <bounding-box x1="44" x2="59" y1="107" y2="114"/>
+                <content>Utah</content>
+                <instruction instr-id="232" subinstr-id="0"/>
+                <instruction instr-id="232" subinstr-id="2"/>
+            </cell>
+            <cell id="1" start-col="1" start-row="52">
+                <bounding-box x1="120" x2="137" y1="107" y2="114"/>
+                <content>1,462</content>
+                <instruction instr-id="232" subinstr-id="4"/>
+            </cell>
+            <cell id="1" start-col="2" start-row="52">
+                <bounding-box x1="146" x2="159" y1="107" y2="114"/>
+                <content>77.5</content>
+                <instruction instr-id="232" subinstr-id="6"/>
+            </cell>
+            <cell id="1" start-col="3" start-row="52">
+                <bounding-box x1="170" x2="204" y1="107" y2="114"/>
+                <content>(73.5–81.5)</content>
+                <instruction instr-id="232" subinstr-id="8"/>
+            </cell>
+            <cell id="1" start-col="4" start-row="52">
+                <bounding-box x1="225" x2="236" y1="107" y2="114"/>
+                <content>674</content>
+                <instruction instr-id="232" subinstr-id="10"/>
+            </cell>
+            <cell id="1" start-col="5" start-row="52">
+                <bounding-box x1="241" x2="254" y1="107" y2="114"/>
+                <content>36.2</content>
+                <instruction instr-id="232" subinstr-id="12"/>
+            </cell>
+            <cell id="1" start-col="6" start-row="52">
+                <bounding-box x1="261" x2="295" y1="107" y2="114"/>
+                <content>(33.5–38.9)</content>
+                <instruction instr-id="232" subinstr-id="14"/>
+            </cell>
+        </region>
+    </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c242c9239691fbefd824edeaf0f7615226804e55
GIT binary patch
literal 101956
zcma&NQ?MvJ)FpUq+qP}nwr%?!+qP}n_PNKlZCic6zq)IxrXOaWlC12?en?eTlC?Ie
zf`}L`BOMDA>DX0VArvD60Rw@(krfmV550`3ow<tz0VCr-NQqv|(#FNqiGW_r#?Zx7
z#MIc{#FUQ@%Gt%q)X)~nBfG}O+8KvE(O}jm9pZAxf>)2<Xr*h>kukC=)1dA08^cdC
zAvrX;CQWhz4*pfRp=+G33O~En&avI^=x6ggb5e#RUUOS?qRp!yJ{SloLIg;HgbDeq
z4?f6|1Lh9?mtT|T?Ier=ORw$Ck14wue$bFxlke>_D1I;WYuAL4hetde#d)R<Fa2Ym
z;ct^84(www&Z#IHk3P>^mV0YYN5*QD=Q;V#=x^Mkd8tvrvzQ{1L5L#WXz3`5mC5`Z
zeuyC6(az&3{|^I>FEb8bRqCeIbzI?67k22x00Y!uywn#5ZklL@hy6DPR+?#oS5*f-
z*p5d!=+aKoBY2&kZQO%l`Z?b5I|p^XxFBb&O<e3312(weRn3ZTfbCek4w5S&LVTFO
zfu!s%WB+kN8z$Zmc=E`f8&+H0mgjmcxiE8IAOK4wudEh*A*R1l_Rll3gqp({>hN)w
zf5%1#%kS8l+}`@a>{F*h8yA28Xkx3Ux@C`nssGZvq6l1u5w6Vg9BIb8awr{WFcXK~
z-W*Gzz)a3Cm@{ZuGEM!pz|pAfzB>fKlFA3Zw0isYc*~IoPD0burLQ_3xI;A!mb{pb
zjfi&14*rt?FHRb(jhMCnTf4C|bZUI25q=fzWUsdU@h6f8vH*Q{)&os6fzVpT?2sZ3
zHWSGSGNyoB#<^~Tg@NaBAF(BG0Hh)<%agZTt0qjmiS>a><fk@u+QegO=<#n{e4XS$
z%{Ky~c!YW%ISeENG6R4T)-W=DC}t=cQ`Ng!DC<3U6mJk$5M+Z^HNua9hl{sKg?#!4
z0+|C^$dIB20yfOMcvXvKJA@R*NY=8`22EX<Z+a%Bsx5od@&`Q{W}E_IY!XGNAQ282
z*Hlu@0OPvh`2fYcArqam1|Rp(h=AZph9Pw!M(DLaBn9zpdT80WaowNY=5ZJrAiiWg
zrqnyMKNmS~hOx8+UIvmV{>|eCjZ7j+7BZo)rROA%@jW1FgABQd`q1g{*h6a|sZ!I&
zqChTU<8<jy?Wz6<XEm4&Ot3<DjLQM#<IekY1;j?MH9OmElUi?2LHJ_nK=Vqn@Wl&{
z%#wcWQch94(mi8#l{P2KPRbR9eSE1dIKz?<MgBt^2lJORht32rpQv8X-Mtw#sn7ZX
zRG>x06k?i6N4s!&ACh(}KF{!!)CU~zZf_>d<(cpLp_A`jd%NU|6K|fPLn<g0ueoTd
z7$`d$r3r{<>m0O?5Nc#BxW$fE5{$x{K*CcB2LuNyaR+l*8x7J9^Cf0y3^^eMtApW&
zMUIM@jMCkaV2~If-$eZcVT?OdRu#|Bo!bcIVl5f0);LZGU?E}eJKeQY3liOuEw-0x
z{_5&e>qwr1U)d|DG)jIZ#lq*T436T6HFtB(@}h!zp7!1vO9Xa;f3Xk<(8~yIObCiL
z_^D~ob0J7~kPZ1rOEe?(&hmZ>-?KJIJ@=837RBu_(6pX+#Lwy93{eb`28vmV39z-q
z-D90!aPI*k{HX|%$O$wJ@}yK&H_bQ&iw%RN$sUBxn0y`_DgxU%7)Zw@^%NA<@<}Sm
zvqHzSb{$P`y!~UW;7BGg_+Y>bb>RRK{I%Zp;v8hlG(no?NgDz<NU-EA<%3M?uV`aQ
z*w19m5_!%>7!tOi67lSA?jViKBJ*HTi2<oIJL;*rUjf1&NP{aDl@d$a2b*16PUuYQ
zAE#gh)gzytT$m8bfXac}P+?sBo#`o^x1v3q7INp<(wu>%YcL0_wF2~x<I2fwbR9*k
z37;z8w*=>;EPjm)@}UdR0Yl=JUQ@JMq1Ells`5^~XM!S=P$?ry_=CuU%!3{W76%Bw
zKe72kM=(bsz%l6y5SRplNi45mdog%$yjkC9%?15>2K2$rV*>}O2B39+z3)o3KYE7p
z28waK8~cbJ9TUs&^%Du=XhFw%aV3pXQLgIA*oelms#n}{u~Hal1h8F3B3;AFgK<H@
zw&EO^{b_BQClw5gMOdKuLz0L!cG~3y)WQ9*bl!r*gQ7~N<ps%ve@=sD{p--J<<6w!
zA(pcSDDw|J^W8@YQE-v#^x<bbu3TE^4WsdZI(OZi^am8qZ-)k)--;YBPF#Fv5pHe7
z)}C+ivwz?1abHTzFx#Jz$i;&7Jv4FfOdLZQc*dsVOU06Z8t`tWqcO@MuR%B%EA?lf
zaxnQ4zw5q0$ObRKR<j8SUiJu(u9Tw32owkXqnD5A<!oBJABZ^~hYO-<=oCz#n^7)Z
z`L^XGnu~lPI72oEU}(aTwxY|oHmfn<j#AMxgOY2PomjVq>;*tm4;Uce0tpm2*{iay
zvt7(9O@b$9zJ>)GoZ-Px*EG!P>APBZBLOvmlweMF%5cMT&iD58gnu-_A6^w6m9q!)
z7VyEupbT%ijSRA!;}j5V@&tC~_qfM-!RE|^@Il`wlYsIO!?i5lng(w7^ka72qQwxz
zD2{pQ6<{EX6k|U<(Xyo4h=e_eLy~Bx@@bfW8_L;%qAwsy9Rc>cQza&NyKEpwLUOwG
zx`~$!4yXoB%IZ5x8AzFL;ALFNj6ynbn==7A3fASjH{>-$z2X)T*HkKb5L~)J;J7%-
z_-I*p%sAIp<TV1??`2CM*i^DM+LJ2+w5#@#7BHI^!5bb7w{H`}39Qvy9;OqBLVVUv
zBrB!6*JnW|hs9+G-CILhY1WF3eS#&?)6@_{5;+vAejq~l8M=lW_E2!bB~nxHV)(Av
zQEibxv&T|vT`nF#YDX4`0$?2u#nr+BjMx4e#6jQY#Cf;sD=F7YRy0Shnen>Rd|QA^
zSuxW(5OJSXtdFdT&zA;aYj?US0L3Z%{(1&%);|HkRW3j>2ODBWJD0WTahgzT8*Uez
zI^pl}5tYXJgAo+#ibpD}DO<Fmmd?u7dlk<*wO|(R30CxW=)!JZmq2(cK+&HrAL&Yi
z#ftXe+}@;18E@~>DW{Tnb_EaVqKE`w@OzZWjEQQY(e#9JFHqy4n-aW4V^$7Q-iT<g
zMJlbZ3OJeWc#)4@x{6j}TJ`Lhh-s4tqDh|X)>U#+b&C+((TFhG-Y-3x&C|@k9sRYR
zVv8;f-@xZ=@faR^wy9=iW`irSuq>CLl?STI?Kh-4AtpOgNt^Co-+BkNCIJW8pz&L;
zHT4QT7{<AgVa%B`;=9!x%y;T3XVZ2SU={$a&vW~-Kjt3XAtKv@!WNU5%ZM2ISk6{~
zM)~pE)xuJQ<;>UFK@V0gTB^tDa#gO$l2vX)OP=9!sg+SC&d3^xDIen=GII=&vyj_w
zO(ctSA%PY%$CUnP5sW4;U4AJIv5R{Mv_aOB3A6bcRAp1FOgR@CD7$fEwXEa}Ocm2+
zA4bNS^RqK^w`Dd2z&Lu1;R2#DOt8_ajVg_puHK;7Vz(Z%Zw95x)yLjMlDSlsx00e{
z@rL`(J|2#SEutuf!Lfr!v%4V%zsC<q>Qtw*Kfb6%)DUn}nCIVp$wz80p}r<&cPz>G
zzbfhw{1O17t`S-Rf<8*>B*Fc;tv{Su`$$wWMEnan=_QVO8X%EQU8x|H&RftA+t=)5
zRUk3VG?FVzUuL*`<H$hGw<Np)O`~HEe{I$u%t`2~Ia~QUZ6ymH003?16-){!U3JXE
zlKFsDv+9)D-oz?2SCCnyMQFjk-10t(EV*G069tTLOmmzBpWBVQLM|8iTLk1dWKK}(
zf35n}qCuNAZFNm!V4_T~(xzEhF94v~qRF17&9_-x!l;S0uhjX7N^(6<Wg6i?tR0o0
zKi#Zcy8$_(ft<u(n-xPlENGir|4jGhZ5jfY(;$|?SUI?AvYF{?-aUdefO(5u+7b;5
zxk{uZ2*8BF)~iu~yF8FEz<k(as+lCpC@pi#%+@``nN{tDxk-!Vl0FBiEO|xx2v2p`
zvG^i*3wIKX<@!?fDyPsD<7D!5tYDi)Z0>!zO|J{fj7U?zQ~&xRT1Y0h_4Yt+SU)T*
zK1EjYO1`xiHg2;M>95-UiV>P*6@p_<-J9upT2BFNUm{jrTA`yoGg!>c#i=%A=xGdY
zH)|v3U=d!gTkmnr({iXf5ZSJlUOL^kV#P+s-kFlwe8Cf*V^;KG@XBg^T4tH3A<Svs
zi<uWQZJsc^;pEUSz;GQK8&^-JeNtu0+V?51C|g#^)k(R0+PtAsYNpUX+GXs~bQVFt
z9ZBzPJ=fOD|1h%9>2>)9HysLPq!+(Z4?kFt(VPR+#k$p!mAN4j^c&S?ZZ2jt(*40G
z?!$&9Ipz=lOs~6p8*DdJ#K55DL47#>crL3Jm1SlJ!<(F<J%ixgV4mn=aNAJ?W?wym
zlu7Lv(^9#%<`uX!zW%Pmer6-FL=rwVVbX=i`4IzxhwA-RlR8OD&|XAC>@LAvi3!%0
z5*t@yu&wS*Qz|tZnizaIhljlYZ%>h$&A+k*QtO#((mLgUr}0pfr(HGZq!pFIH*~U9
z**`E>`j%Q!uDKYstObH{hi8I5sh<tWBYmYbBG^p=T{?MjZif{EeJM4;cP7&~9lzUO
zu*DSeV$!38J$QjcUb<~^1(D%9Bnh$M`mJY&o@T;EgVbV<7BLka$WGOigt|3+U7ayy
z!%8qF!TY%kxQ*@!nq=x}LVeG2prwsd{hqT3;J}v1jzFp~{8Ak&%G|g@q;UhCYlSw4
zU{5G;npf^g15E6U!&11~N+gb_-QiBx{%qte)Q+C0Y(c!+a!(^_!h?NJ$AV(NJk3Xu
z5u;lh2+Mzh&HaWUz+Y_@INpaQgd$5^k?(DiRm&~I`8>Y)VhF$Gw-Oj0i9#CaLCW%!
zI$J!g_2mKeRKz!upN4J^lHp{UOPDhnixhIsL7yDfulilbY;h*D0Qv4~i*0v)F%g$)
z{)Dq-tR%-|&idkn!Uku%+PLMq7dxLQDzs9#8if>T!5g`bt)38K;xmfX>v$Rr)jVvQ
z>-?nP(~PwUiQT_vL$D1Y9j_tt8Ez5BfF+9yni<KKHJm#^aYVpkmxhM&oSA*picul+
z##0U_R*bUl9U)-AYq&u%;@miZ%dn43E~S@Msuza|pM8#}ze@a6$F48`!b4lcw|jxv
zp)fv>5OE9VV?P$uc6UqI!J!AMhcz1-^gcm}e`f1=0btz7*DVLgsRppl$of_sbOXy$
zK#eEF$@XhjwmvivQ8iiL_s$<Q8>7Fl{IkxK!6RbM%@I59><sZ1W9&5c7^>9rq+Dm9
zE)L;`&lv_HgKo~!TpK}s*uD2foaT3+G=>|__bPV$&^ZHj4=3RhpbIqI9L846Z~oEr
zEB;X;T3~X`L#%YU9Xkp7==K@@1AA{3K6`lRqvPsL{^o8Cf*-0lIy2w7Lc;YLSwkgq
z#RUI|R$I#w3e$oHu$esG=eb>*TKsSOLGgpH!NHf-<c;UTWuHV|EoA5O%1NU!@fO7j
zBDkpprgU~!Ee;e=$RuvF&ffd6nqnC<)NMDtb*qA`SP8dzThU-6U|E>ROx)j0MA0JS
z;Ul{calLO`u<}+o1A-bBY2|ZLcGH2N?9XS^(B2Uf-tCchOt0dVjv&i8yOB`Iy7WWH
z)Fzr&IJuFj6;@^>E|RLh18m(Hlx5cTYe6Iq9TPzlY-%x~kD+g$&M-CzSF2kjcA5am
z4rv_pB8+y+DtnMDmT@-6OXezoS8PAU)6_o;{^qrRNd>yFp`0V5ljsUH!xrHJEqBK2
zVz{$Gi8BxmtIAJ`$NK^K#d-bBKV*AcGUB=DkJX`asmKRUdICOAm%2l6%irD|8zdNg
zV_6^mp>YcyFn7Ab_pV%^PU(gJflldVxKP48tq`9lL&P2G8DKUJ^iP`HD+%ORJ3j?_
zP)n4L1_cU20hgZ#V&Xv8on}!qGC;a=f>Jv4p<am_z)lgfIb@nOh;)<iDKPML`{^B^
zw$dS9fvx1#R{oONU)Y;XkTp$2+orQ{m@e(x*|b_Bm3);aW*)XqMt3n`teum4g&#Ru
ztZ)#b$i4SXjCtIm8-`mWl=UZpNTl0X<<9QQvlG5t=jG*ePbG(uU0)OylgZ3FA-J|S
z<*_4o{_e0O`&-Ic!7+?leBHe7ue&BO{G!$3K~!SwoHyNUjl#-?^VuRKH2e`EcBY1|
zPdRyJ(pB+k><j0EB|g?p9v@tRyeRTlDSH;PaRo42>R}2~&VS4fj?!dSM}^U#zEm<s
z9WZ;-|IiD|i;A}U?mC>;nQ{={7=ilWH0C?^W9hVMhAKA0y7K{<f1Wn`)2i3i@fn?W
zxFt8Sv8prs4Kd71u?ehA>pC)Nx9g#d4nzp~Euzk(qG(UPSKBTQWY0bEtA~VtS%+B=
z@tnias}?U(JunsHQKfhGyM0kqbSkZrwgvhLvDV<1Kr+%|OE+1jR6BXviD@^{H@Pu!
zt~p7wr++!UF;c*q@)#LAxn|{3)3t`s?TLHIcHvv+?{GPE*c8t5MTJ!rDyTdKW{6vn
z{v)_&C@Lj5RA|how?%6d?~(J12z7ee>-&LdXK({5ea#4v)Ba%9*s8JGeqr}8#Vtzf
zGtZI4C}jPz4&;DjRG2FfwUD}Dk4{UumH5h(C#gaz&sMNM&k`*$b<~O+O~B9k5^bep
zD_%niAC&br9iy5L_int=lxX>#ag$;0GwU%2Jg;erg=L}%a<WN?q{`o`33DP-?278U
z>NyiTmp>s+G?E9b+h|NTU>9d<2s%&})(-oj`B=;>wESY>fLYR^RvuEOXc$lLe#fay
zji>8y`Al3Vo2EV6N?Qs5H3Z7GLe_35sXbd7(43(!F(%$9pS0x`_~brupsdvB_wD03
z3YYfk32pJk2m6g_n5DSOcce<5r!%#sri@*6sXkf)J-O=a>?@3VgPQj5&&?;?cz|Gq
z$urK@YW@{jBMgWqHG!RXv2y25@N(Q5S|p0&NtHa;rjovWD~0sZ*XqNd;Ih<^qw3yw
zCb8})<H79fSo#q;1MMW+Ho1uD8EJndU7M7wf3-uy0&*oWLb(L{(z@aZ{HKqE;u>&4
z_f65LeJS*SN;0u!kfV=xICFx*RS6)2aoKZIp@>gIr=2$X4Kaq<AUak$(FB*8r=J_&
zJ(U3aMumU<uHT|#CJ_!HXu;3yC~h*OI~}C-6i?6Wz7yL93-TVt7T$0I2~dk2458KG
z=tpVnY}}3&W^L6D#fAj8pINw{r7b&Mxu;=GNev4X>U8xEm9W{9Nb202$Df#IoR;@c
z^`4fu>z6@}##3@RRK|F9D!fhT^M~XlTAMo^$5-usBo=Q?P}_MRF<^(!T7-n5Mh<)2
zEv%M-qr@cEDAd*$MB#&qM`;bzKv8r<=5ik|Q%L8FNv6a;hh@?SU8=uy%IGYtDtJtn
zT{bkt{YV@kaZl5qV@kO7>=$v|{5o?e#CuR*v0bF;C^QBlleNqCmOTnKK!zgGMNAVr
zg}|ke28^+TE&<q*Cj)xmS`&0sZHXp20BlG(NxLZ`P#_a4u-Z{npj22DI<%tsr7XOJ
z73TDB&yDSypakuKu_^6IDm;oc>Su|ARRPp{bo8LFgc5&kk#2zNcUq=K!M<eM7%q={
zgf_XOdxmGWNbwfaMZn%NtOJX}H7_X?JPIkMd+PS<0MuM|cc&(FDqDO{PRz}MM!&j~
z^1vC!DUNCBG%lb<vNw~^=x~p8+FbV<Ax~ik4sDV$rQA2#4@OIhxwX^SZ$+E*J;iy2
zT9q!<;g+Q|EDS@?U!6Opi<)Vdu&Nx>$&JWn6d$xD!W{Q2IkakDBNEAiotee;@RQ1U
zLn7d8Fm}zGf};W#Lf(M4?FMx{$W(p}JPrm`8PUAfWeDI~+Qw{^X*cclIP=Uz@x+P_
z_U<ck)Xyqx!~DEp6bdp9@zRDeuKD+>Tkw;BwlT`sN}I0YBpK}tm5*rp+szh$Y`-Ps
zGr76zw++DP=S|EjaJ|J|dwW^j*d|h~%_YZQas3Lr64H@5SC1<0tvapj&%x03n7sJj
z{@lUz%C&E4h&MYsCWF{y?S00;Md|1-x^DZhq&2z!I<1l@zIc|e(K-*ba(k`Tce0)8
z0STZEw%0c!j}5p1Rnc^VsQFk^gC*2L48g`kSDw>vwrW4`2&C#R=5v%p{5djh1t#X~
z!~bH|eH(%HSqZ3jrd061E)f84cPF1q$<N!+S>P6V)UbKNbK(N#djRhaRrKsR#7|q0
z|4N7{#4BbX1%A@T2fSOP14Nh3|6!M7e#d79l92Arq0y-a?6Y%gk48VLWM75T6`iC4
zf97O)K`8yTcRit;^AU3Xlu;L3!BuicNVHS!Qlp*HFHo|d%o7mS7ZirKEbJ`xbulNg
zy3SS`6Sor>1Y|>@$KGaX!M`c2pkAIY#DvDT9ciG4TQlDNngPkWtMxuB+?h@xRcELw
z4Rl!1Nur!WJD@?|#m80O&X(sGj&4~U4oN>~qKJS?Y>KxrPhvt1(_sz;K|Fv>vcH&y
z$;))yyV4t-F(kMLJdEMQTl3wT$&BICSN=VkhPcW9!z82&-D)p_@t}KuDB2S`RPOT)
zl=fDU^zGm<LVI}MZMCb~iiiONR}Gq>cpsmB=ulO!;}Iv{_vb4RB!wAtk1f~>I)~Um
zdf*!b1i!})$pZxxZ?ODEOu-!<_XUk^)DExw77v{J)`rZ4p;fSq5&PH0ATfZ}#wAf$
zDmLDO+=K_ME<y-A$QdE@_(z+V-C~<5%tV1gk=uEf7D|~fByL>BB(7NLp~fV!B7BCg
zJVc9x8Ia%$s*;F;OIgntF(nQ}FGZg8J<8f^Q~biLjK8wf%F{6aZmRo0FHCHp38G#C
zks)nMED`EuM!^8?r8dWvo=Md<jl8XA+ukdI90*(5iDshO-NA0nMI-uga2tHV*!~I~
zjt_-K(Eef17$ATdE0gWGB@MQ^^Y5_xVGn=Pl`BSmkF11sf@!%{yb8FwkHiBTWH-JB
z0hk%!Fb(uuZF!f4M_$fU>exJoFA0g}#PN**hM;PxE~i>!rtym2gjFnRB;Da4a6+D<
z*jV?fopuNcO7m8Kx;X*?Aw7XX?M^a@&gweJbE$|ta|W*^O2hfjFy*Qmx_XG1gLw7B
zth(Hl)hH!|x$6FhT;rmbJDXNU0KGa`D!;4&lCWEC=arPK(Wg@j&UGH~%Mp{<pHVAv
zSH&o{q|6ccbiAHS<Eh7(&%u1$PlYKR%S%5T2(vX|>m9*!IfSY*@W6#<q~)aW!YGt;
zl=YO6_VZ5cj7{ta=8<)du)YgfFeVnSHm;}Uo8aBM5S13fT1m%QkN!?7S2HkUS@mM3
z-jO!{oK{mRgEcN%nJj8WRT+*dD2HpDn$CvW;!D>-4*kLR(Q+S;Z*n@u%77=)&6QZQ
zjP+GFJ@@-=g6Ef-X&Pu`o=im*hjm_j)0Y7JD&#!t;k>6IqiphuS})l2RUa9eio#Fo
z1+DGVS-BD?!{QlInX%-&{5<>ewlyCef+xOkUIsC=dC6Dagtq<&XSy<QX+94<2MhkD
zQ_!$iKOlJh`}0M@OR*UvThD*8ow=<mIy<&c`H;2jU_odpy0062k(aWyJKwg8jihxe
zU4-CYP5RWobB5QfwRe?e4%-7?iri}@_TSs?yd}COylzB*-zlx7vT>Sa;G4J|c9Vs(
z(Zn>4W_dYug@87Ti|sC^eWe25TE>YTb=lF#=<Lf>k6HByc|njwmghafmyN*;4ad)f
zmxp@h^{<^<jLJ8d>n0+*&%@}My%8{95qc?}R?$+1&7VSw7OQ&r(NXGci!o~3P{Gru
zIa|3SWl{2$hVIy2(AIY@;8N0hgu*bobkb2%xe#wH!3k<e@g2xI8#m&KRN?D#9#n=J
zFT;L2ZU_A6+iV|HPY245ML_S=@!RO1R-TC?iUpnvu>IGdnx9Db2sbMItv4fGsX!G4
zOsaL{Igw@<4i{%<hKC$7qlQOvh_9eXyAs4io$+d_{er_praF>~pjt096lB6`$v#)K
z{o^&=%!0NnH`ew6kj@6c%h+jQ0bX?mq<cOoO*dx0#X)!fK6?UhShI?^P|-pC8pDdZ
z+-PHWS~i=?w}hk3eC`TJuXs8o$O&IvyR??1pR*4_!d`;JEie*9CBt&&vW<^O$G$5K
zIpy#)v;OLFl=?`|U+C*<B5CW+VgVm65#t^sVEp#fnuiboc{9Bw%Ealz_*%P=PoY2;
zRXrlNm__G6ER5WDjNZpL^*OqcV0G?BXu0iwB8qxw<=yOU(KFbr`rv=q1Y>qTT~`PV
z;U6X-Lll)yZDHN%L-Z@>#hP)v(EAvFT@Ajp-VK)l9B*m8_$3yq2j2CXDbQZo?u+EB
zgpf<9N6YhHlJTdJ^~E1aCF)Be87d~habx(Fwi~gKU91FWG86HSdE7a>JFP;<m4H^5
zY8rdFcXHDOD?F<JQZOxD{K94_J~&?JxCHS-QcNMG`7U7!OP?W&>)MO&Lg?~(orP<=
z5zS^RS=J0rRBOV&&b$sySVa}6vE!6Wz}l_Nbl7W0Oz6~mRg%4y^u$-Pi8v`d*65>-
zo8v58X|_`8D)Y=r3)alB;!~!btguyz7wJDKC2h<>B<WO1r0nn+(&&`gps!b_u^nG-
z*W@R(B)4KWRmrNJD2WEue4N{S6!0%4g{aI+pf<6V!iLfNC!&iviQlNZCS~4`uki6=
z?AIX&D~=%%g=Pi2dV0~*GX8C4jFLa@GA@u@tG1Svw6J8p^<sYNNfmW&mxwk@pnv6c
zbF0Vp4Iq8|5p;h%t*mMHUg`tKsv&{u<i_^BMD~B@E5WY9&==n%>Q%H!4yiwqm93vh
zDm(&il8<~*VY7YRpv7r!(I%*7)HJx*8S=W*=c`nwTJVyJo7-Wtz>Ho8f_i|CseeJ<
z#$8#S?1WGgWIfUj_zUEz(piU8#kW!>a}o93o>K$ju(9S9{Y{*{^BGBP$tYN=nS0~7
zwPWnopL$qf>fy=Xr~K#h%|Rbqwp!27R$OI2PjcYB=YF<Q&Z4DUJZD%P^^Y34>FY(C
zF2d*R$z!8YP`z%`io7M-vd@Y;^fp^mXyGSj?vr{~=f~AbYhhE>P3)$0(eQq)jrHQt
ze4V87F!y1;lHZ&{C?irn?#+Ybb<8%p@LS-bcpl7pglYZyH+(b73!}p4UG#I;&X9ul
zYjI{9wJItw`8k;iNR{y~tG!RSP#3Xm)j-15=r1OpEC}#)7X0It^h&wx8K9=RerAW=
zv$s1_lOpI%i!GWdJ;5cl=NvZL=uE+M#nFwV*(a0BY|>P1Ie)v*Uw%xJ-e(kLarx`R
zL$pABWQCY-z?C&&-yWTf29fPwxn`@U1ZbrE3`%=U1`JHosRdR3cx3Q5U`_^)wi|V)
zUM~dmJN{hCsQm*$j35nZ=PX7)2e;X}vpLz*tr01dLzUk`xokidDxi}#mmisc&_9y1
z?ZGa%BuBgKjD6I`AW1$}F^8W~ETgiVhr5i7b;A4VGkipm?Gj2)dFVKh0npnb6-o4i
ze3gQ|Xj<wSnu_Vjpbc#Xvk=BwwQsi7f!o9&E)%FipLFP`!-%|FR?WuoJ-IzAF>Rl3
zkg&*B5uINOJb3*EU$Q7ah)6Gs%E79ZdWeMLg-B5vD#a)`qI6PjWeN=Hf(eT4AVk=>
zqINU!z6N0GJbYmONCs1IlUtG_Bu(`Ep){yxCxpK=3bAa4&d2>+#SEBcFAKpVW?*0y
zFh~jt=2h3(d2Z8D+38`)XfB43@+e|wDEWjd*j=tb-2S!=J{Y?;*TkNkR5S77XPqKp
zCUX3}LF_zdWiW*RxF%0F7(ihbdM9ND%5{N01Knd`Eq7)9RNvU}ZZlvb|DIuu${M2f
z2E0F$dwF}a@^53aj&<;Y!#u&FFCagBAOlZ-zwFQunBNcy^b-M}aFpaF)Nqt`;^Li4
zmGt{Be#zmyjzYz2AM?Ll0Df^-zRl-WtT}$xJw!^mB**?>bezJ}j$5J+n(>9|O4Gk1
zq<vk2|DsQ=S<0E(nfz~G&A;A%W}N@A;QZI&WMJli`rjZk+y7<NVP^mTW7WCVmQKQ6
zb<L$=&Pr~QP^C)T&Qigu1zUUd*{r3Z(4tyQFwrcoE*7E}fEf=62ZuEfd5r7#W8dX`
zUB_^E(io$I?UK*)n*DT?XaCuFVxE6``hB}Ka{fNECd^s||4?U-8fvkCi@JW+uLC_~
zz0VsdeLv#d#|Y%{bH!bW67%H64z|cnXwv&Qc|ZB^+cbB#->pr{I(94EJUpVG{Y6mo
z)H<80e%)bJCZCd#*yiaQh@|g*d$}zAv&7<;Zhw37IiZsI;zR7RI*!-1m=wX(WEkK1
z{U}nQxeL8|vyueJU~a>0ZL=#=TIk+mU1L<3$Jh6ROhGOG5OD3js#to`R~v%6G!;48
zxigz=%eJbdsV}^;I(swV&x+v+e+kptp*FKK#1&>++ww3Z6WahJv!W5S$Qs-*V~}Ni
z_~k>hsE%=pWFBpJHp@U1%rIk^l1o+XtWi>ibqS+(UNOiOrs`Q)-<S)fwjdef3Rd-`
zVk`(Prpe({69Q7vqEMeW%(}u^ZDAPf3P!C}-Y{b*3eBpvAQXa1if5QJ5Q%10je>2@
zhx1j7d9k)y>L@f_FA4E^iYy*bA@li`G|O*G263nN(u>O6i?=oB`={+s$JQa5Nzcpm
z4Jxmded;5mXq$5*?+)Ie5@D!YZx1AUPr~)rGg8C=@NAYFSKs^1jYGBu&*NyzWLA3>
ziuoq$o3Bt*jLLQPDrGz$6Pdu|P#yAQp${t}5RO3dcCP?>^A5B%py<i@h=FU@rc-ZX
zz}Ty3>n16`!ZqU{4u~#p>f;d8UlUnU0z0@dpMpCu8X*P18H+!0R~v4iucQos%EGb_
z^;2_wqNH5BrHbbU3G``ksbibhRt;Qor6S9Jl<hxX&4eBxsW<3@PNLhc9YN<;r-z@4
zb&HRSgO(HelLIQ$ynVmFRw*EnMK!=c32z8^+&FO5ql6!Ah%7z<FNk}F6iu*YsJ%`%
zk4vq4*J}eyP)z)5hJ1Z79(;!pjh})-8OeccU^kjoggmn<<Dpd{^hl7c<;fD&D7SZJ
zg50_higPG8dEditX*JfFCyO4K9R5iDS<q&8Cah$IOd&)uh8Ic2S5>WaDAz{YuTl2k
zl@vtDk^d}k;yZZsLH3bLtS#6j`_SH3A85{&X3ir-|Kj0mY0;n>_2$d!*9L`h@iGzf
zvJ5+#QJQ3PU`~-p-N`b8qDL-(esf}1<bAKUFb9Nm$3j70O&y#Mq#*W%-E;sL>WDM!
z%WXhu%uI#67UfR&v(M%6VGPi==25vI#1aZ1w)h@HkhEZpIo-WCQ$t=+;YI-_CB)}h
z9<M)TzJk2{(q6A|5ko8go&q194VQkSk7s{;PV}B9M(t1O5=@^^fnC`DL+#0moK(Tq
z2u@v?#_Ud%Zkhp_jpTOM$PA2TS!20~7HdhayeN!Ie<qf5XWkEW5{XnPVyD8&udiTq
z_Bqg*y0*V3wufDp)S3S_6W(hyy`Di?U2qR<Ju_`GojE{MLA{b+J%|-KDS4R@S&a%F
z%vIlkT@igHI%OTH`@k(lG1>Iu+<b5!?7<-1rAcHpZVk)yW5u}3CQrT?V6@ZW=GByG
zkI!g#8*Q=rID{P^7!7ysw?ja>umA{q?)c1mj5|zbdQHhi`_^h9dg?RF6zS%`jI_!b
zY5IW2`AFWVEpO$xawsK8n|p6c4L%qqWIzb)9l^jwDQ1sXziKQO(mW8*Zr__JAyqag
z#90-GKD{`EWg0My)+27@oZ}cFx+Y<Q?Jw^WNDV)gD<Z3w)526p#eT_5h2`QW1T*nB
zDI0wOWpqP+<#7Z%62<Uo>I26H%QrvpG2c+2dGml1Z7d~8U@c<9Ir!33m(x`PS#to%
zy)kjfKZqy3iuLI_xC(oGJ9Oc|Ht*|rswD+EXT^1ivUqBcppn%E0z*8f!H!@P%8<)G
z$R3)B>ZkKyGtiqm{X5L(Q`rcO73!F7*;4#FLU_cxf4~o4NGShR6L)8(ArT2OCynGG
z94oQcYf>&F5yE1CbbG3)S699k1YR&f*3A4qX&sdZr1h5H#!c#a)AFda4V5_(3uU`%
z#sj}ykS$c~dP@BR)N8KpP(<O0I&22MaiOj@TQNzN?i3Cr5HV<fil#?BK-i@&Hd3`q
z_!FrIpae<Q&Pmad>kFK29twn>K?FgzouE{|UV9BWfR(v&?mpleE{CQdfYc_g?`SjV
z?r3C+;-SvSR9v03F&EmHA0rJYlLz4b>%p|VvbPLJxIlpS<(1m*4=)zp#iXzE3F^ju
zsv=Ty)d_zVD1H3gk=^J0v{M&_;9PYpvK=RCW_W}xrM$$PyG3Jf*$lLLIk5K!+D54q
zR)tKMz{#ovmm{L5uM5ase($>((S+-K=4|eC<`AMK1TQo<*w%aLpDr)2wv%M4d;U~2
zwO8%VGT+H0=t3`lwZ-?;ZjE!8edkR~7!56=xa@yNw1eH{GlMd5F#r-P66O-DaWykW
zJ&jWW=MYy=foAfZB@6Vw10F_W9IA=&7DlP4W=>_mepJJ}9yaICNCzH}%(4a^tRBCb
zi2w425Oo|8+YWXAMNjnD%}lm(HAA56h!0Gd4Bu!t!r*vrd_&_h^*?eshGbpAto9HJ
zN#-peAgx;cx7uH1t7_(d6R7{l#6u`1ndkqRpsK!t1f~8X6qCY3XlyE9Uf)QLQhfwz
z92wJW;g(%>l}*r+1FhC*8RH5^?e-t(H0D?ro18*XZn*qMO8)~z=2-vB+xiGWxzQmM
z$%gwMHT{GBMNx132}ZrvsZabr!;aAp$R<+W{D{vv8%rslyL=I9b6EJ0Ie<$Zy@N6q
z)WY|L<V#qp(;iA>e!-qYK*{#|8=EN?k1m~R-wp|sk?(UQf|KVs40_Sp?{#m=Aipht
zN@;cZbRdNkNagsjQU0v$7gy4&>Ftm7VDz&ef?HXwxZDHday};$SXdL4^n-vELWgT`
zERo}H@uc!8Y_}Shm&`HNnMx_iuC6xZi7*=GjXFFdQVwrw4ND$XsH}Mc61b*nz@q8h
zEP86_Va609fY>@mIZ)ik?288iOP=(H6LFZ*@li**k)dKQXG*ugurVc$)pL?f;}sql
zFwx!_V${^NKj#uYg1Epn0>tmWege?%_=g=TwXtfjjyp+>_Q7Atf8vBTnj^>f*hI~^
z+=~80o!Vu-st}h=1)d*{OTN@sAY(o#YhaYGmLeIeU~(RxV1U27c*{@Qa`iqkG~+Ma
z>(2T2haPfkjwxfz-{*t|+zm<rtYL{ErvOM{=}hF2`WKsUtbGE_d8-B=a$%VZ@|m4A
z|4d#q>z#O1g3C7^NLr)77x|*eLrL!|v&tVA&pbJxB#n=v_Uwtjn9no23@;f~2igA-
zI*T~~?vQmBieab^>SQ5jdD(%1k1auT;%6CJ{GR&DbWsH!B4vez%ELnOWbyAWmp?F^
z1tKj<gdoKk9x1^B;|pGnm@<4|N|XpquNXhoBwaI`!7rFVEou^3-eh+@|H@<L{aU1h
zp?7QEdhe4MDnd<UWZj>Qyl9}d5SSirJhl?|nyne3{}8UswX;Zbu9~0F-$SD`+vJX*
zTtXp3p{5KmYKgbRB2y0#cRk{iX<;7QWHWMRPDKo=)~2SxB^;bL6RRKpc;b!W9YC0u
zd5O|6gM9lyKzhkSVEB+*atI#ayX2e_vZ81f%h{+h_h6-s=tg3sOti`@{{ztT=8q@q
z9e@}J<FNq+gGE19Ispl(g`AW(0y0ED@&)$n7zu1HVd+(T;Y2>~EtLbus|&UmmDYkx
z%wXKAL_152%7+|9TKO3oZ(3c6D+{$-Y3`k&-|&7${YthDEsbRC(WEmM%hYgZzNC5m
zIYYc6<ro+<;!r2+LW(F*isAy1s13w=QlJHo4D}r8x|-|GT&r1rYN6^%2q;Z0lbM<P
zU(q3{4=cb>RAF+T{6MipCAy@$0e6xZ5BWqIU&BUK?s{f&{NZEH<fTRjJ6JCn#8r;s
zX=JR;;cjzsWL<k3gOC#;EOCP@(3Qlp5Eh|XpiMalT@bQU$`{=JF0KNvsTb1#*<H-z
zqJB7P7XrkZsyz^f>~BN+pYcVUDM~i_&Y=mHd_s%}Lfkk`aOsCccHzc>q#mxADXidB
zGlM3#@P>A^`I;6SsG$7b`8y-78-j3da8WqJhLd&9>E-%0FTD1)r&!~?5#Bap6F~{?
z{#isQ4qr!x0d>xXH^8lN5v+8&sW|Z5%g6j4XO_w#qp*uJx>&>(r+IXm?1MoJ$I4JV
zF<}zUv7%Li*5h_0v8M3Q!pNPtI}c@!3A}tR7pSkDvQtO)^UNJQ#byXNAnD14dPN8*
zf?!@6ff<T&TmWpTP>01Qqkt7k5O^a%NtXD<6^Cf9WzKc-z;Ol^o|4U6;_w~J92Cpm
z2iTx=<sTZX-h6e+voaj1w=gBYhobZk@d%<44tgOYxsE)(S`Ju7V?{vQltt2r!39R*
z8PB90vAN4)F3L)|vtFr4#R^7BvzSapC6*i<mkP-pB{M)m#0L<e$-M4E(X__lZzzPO
z;PQvfenDkY(Ia~2#KGvKLfj9lggHiIN2TDRj3j|9wZy_39(oB$L_~TiC6y}(E)Mq@
z#D#%<Q>n=K{$);~LK3MHX<rI)5`GF%f^qCcZExTT;Ty?^!qlR8t4ucrX16_w`%(3j
zp~xwitaL6`24L|tO_Rj}W;&uSJ$1C!^5$^|raz+1^^G}dT#?m25HmX9Yp!w|pZIc7
zB?!U8<<vKnv<YBmFeB>|hT<62my%;seW+7SXTt<il=(^pO&Qk$w;0)v#u*Vde}g5O
zml&5a5C}YX1voMGk1k~_yz-sNNOD2V@6v-M0l)N$k|dBIV2ja`l=s8Fc$UFhxiYKU
zTZ(F0Vn+bE<`UaVhs8$*o^QH2?ml_-c=}Pf4LOIU9piQ3i7AUMKvhRZGPU{FVd0W_
zNp-BtF$1NxG#&l<CI8+^^fOfkZ{h_B6;q{@%fW7uqNM-?3o~@md6GT_q{*DIhic${
zz^j0Jx}LSaNozXsDglpKmcu75CbCS}HSnFuIXD!50QkKYefX=K%QePff;<PL74T`?
z{8_8PC1QLE>EN@FtSL~d=vd%ED27?aq@&Rp=D7oVIaR=CdCk{~P{f*g9{Bo|uGUNz
zd$~v6u&f~@0p%PXem80B-R#zx)|crt6S7SPcfVC*v6gXvbn4Jt@CSa4EX&z)iwKCy
zAfOPp{7fA!JSUS(0Hoib|AWFlrvqtKsGbCt5iI$@j#TIa1Sr`S$;Yi#*J@yocIx=9
zTv_L6b2MKFQTC{A*tssAwL@3cHT~7K?dy7!Q4k)q!RNiNO;||Hb9Do-W={=5;VpB9
zJH6pRIPsST!lyb#4Pt$#R&ST?6?M;pdpFiDO%MZ#xIEb`?ykzc&2n<5W%B)>8|>1x
z-Q$n@5j2r}lNJ%z+#gwZR`oFBcml#k5Y!9kGxwgr-d2;>`seE}GM%fS=7^r>*suh>
zs)Q|ARe(-sNe&j$D<Z+X{etj?X{zxiNJ=04(&RPQS2IlYBy!tAafL?vgx0`mZ-0^<
zhqy^w4AR37)nl5hNEFz<OcY2uF(63S=ksNA^*kLP=jW%3_ho*W($r4%lFcf9z@KPB
z7VK63ug7KjyI*v#pHp=6asB;1etn+-?QcMLKOElQu`2QP`8vKsLPBZp=iOj4mEyas
z3I9HQUEWC{9UtFkBkqF(Y@WK?-{TAYx*y2jZ;_qZM4*ZT(I}Zfos4X|S^OWxscuNh
zQP^u9Z*!ASH|g=PXdOHh3??QAv!^o1TSbF*{rT%ehi)-?T|65iL{;9NiLTm*MP{_W
zU|~1`W6?OK0vxvwrS^0PR9#o}2wZ&a2e=K6^1k(o3M>U@)v&B)U)Sp|Pple-MSGB1
zE2sRr<AD~{p3KD$OL2~Li0h_Apl)e(E2j_21m<fOgLIo@z5+;`8BiIafflSr0Djzv
z^XTedqasuTnSp<0ynln?a@|X2w{fDg3@~e|Y2f#b&z(~12wDhaCU&N*hsapY>EL&d
zK@H7666tie^wzE<&2C=bFWfQfy6OuRrm=5_$mbP<43pT;_nCtJ;(b0j@L~RC1AR<1
zsiUJ{xmBK{lfZrv{naY4wSw!NJaSwAb;;}VnO3=}din+xbI;hS0$*0YyTM~nHRNkj
z<R)*($YEY}N*Q|VPF3C~4PLuH(#i#B*h<+n-KtIQ+Et6+)b*$dW73)b;QLAzKvYGR
z7Ey0NrSjb{mNDkG%bX((cFLo2OI5ssR>79;LfC@7cmHJ^3R{3~*3tL_nR%%59QIh5
z*BW89w@KK_@@`o10r}A0sdvR@fBLy>*j7WKB%ey+@$k8;h+6i7yRGG6cq3ab`nvY|
zWon8@NaOr2+Z-2w{+Z~JmU46sPAD+a>rWy@gz=$KLm*zR5$qd}aChpy&&&EDB-fRF
z-ChZb2Wg7W_wD-6wC&3PPj5aCUBhgXQU`_C2W_TKxp_OJ%&O9b!)zl-0*{`$ZE~b4
zMpqx$HjTviYI-V7A!EzfOFKNNy5H=ezov0oCH+7*3X=l+g8WDGtPL|n9mTDv+hXw0
zF_15UjWeNVGCZV>==T~_c~?*4KGQ-^hz<si8uM%{r1?OW(QrmTpews?ZGy7a0#9N$
zieC@k-rfBuLmBy5TTXp)!MV2x1PQ3)8{di}LBt5kGpUuB+Oaxgd~~&~E6cRyQ91cB
zbr()ug0QQ&3&HgKre5a?sF6ZnMd8i+DbkM$)z4&t^TmM%Kn|cH%s8X#qL)SPsRyP<
zTz<kuwvV{62>C<<TuMhxu%+kDh|DtUjA8Q6M*>C{Y@V$o%=udrP{CoHl;}*-cSzOE
zK-n>rxIvy)n|Eo(+Qki>e$AumTcv+*H=o&>RkLpv<<|>PO&#+UoBn)dR`;!w5%pIY
zOX(i{ApCn*Qh$tU<w2<eEw?NB8T$6RH|gUtjs7|OMZ_6W+^4s@<!hcXW~*zRxze%v
zss;aT9o<uGMp&WjLCu*}^)wK_-rT+;i9Sz;JhC_^b1;L7kM7mN_OX>5;24F<m6E2Z
z-+t#`edz*gN!JwMNb@De_BU{t#bGj13`4O1QKX*p%94E^xJ<&xGa~sg3@k8BqS~Aj
z7eQiL7S(eG#K*+F-dT0a3TT0kYXTzOG*lV-ZIMhKB`Jnvr%VBg2d|se>Ym-YhI6AK
zFvreD?}ljJ4CeY@@0OToh2W!zg&wf!VzT6aZV_T&@Pfs?G9KtdyKwweNQv&8I`}TD
zqVy=sf~F!L9Y)3uB?d<#kJj_3mwUdbAG2QGDavoMo8R$Xk(iIH=P$Rm40qTvH{8$K
z(>eT^kIm}`2MxM{qql91mnD5#U?$F0@y)E|7gmeQHPeI>mzy=U<)rkNf!zmM*M1he
zLi$}IFiPV*`7+dqq3y|A1yZQJ_Nb|a*9cT^*&LVk>*X6edG~A27R>=8hXLViK{;wm
zzO3>)R@JTz{Mb2VtOr}Qun|vRj%q%wJEIRxYWI$(&AoRcOa{Xk1x!*eUMat?>FLiq
z<~6>${dhSI_Q{b4vkqP~2xNrAd7{-?B=U91_q~2^TIqh9J=(FodEkw6?jI1EX`px-
zwJd+UJn=lqwuVhPx!<?*qA`8E&WEr2qB@S+Gxr*K;c7xN>NX?N^l|Bk(YM1KVGl8-
zZi__>=}|_sTnX0VU5UutUX;pGov%L{Q=1I=5rm&Kk3+Ij>J%!uZV-8OnG`EkRDo=u
zJY~|utJ~9Fy+q_}ig)m&lS@cD(&?t>$Q}d3m)SOJ&o(G*+<QH0<VX_Y6Vf$u*>SZ9
zK2Z)Ah{8O#B+#K~Q(;RDP^l;1ZcBzf`jHF1vrRpUG7qti*WE9Pp|H{%QSaM^n%5td
zZ<a2bN0>+J=fU{+C7aTCJ`{1cU6EzG05HN%sQ2|%#gId@G;o%jMu{S@TyyAKQL1*j
zPy@klPMRY7^h5kw#b3xH<8lI=F?yGGPlv*IjIuDg9023#!;!Ow?=*H&z8_VnZ=;xv
zQR61%Zx<q<hhm#DrpwI3bPY)FyBz4q3wB+;__d>-4kwy@^viyt8KPolMZ0%xJCp?*
zB3Zjh0~~}!8}XQJUB>;dB2WLW{xpJf_^(xI?ql^m&>jA5{3>tgul!rIg+Zmad7wVO
zUuBoSz$z6!MgNyr@joKOe_{n26BEn-5i3|&|1YtE<v;!6|Ff?6SZ6y?d(5$SS6w1I
zJ1ZGp#k}DCS5lSEWQ=m6L8DPb99@Y{fJR~v1nm-3B7;62d>r(t^S#sjB%8CTOUH>?
zDuw#k$#MQH<Gk-Y<Gr(>&&7z6Tkv=CxAql1&yQO5^+Mt|)6S<me%sN<=ROU3!dv&p
zyyw>UG24SiF}JT<;?T6LTia^+4{{n``_22$LD)}M8#{Z~w6Ajy!?)#q-mG697#Nm&
zMRY!3n%)J=0TgleIa->M$Npzs-_Orx?PvF;Z(pZxSEsHH)n?yqF(wyj@sT~+2Ay$u
z>2F+!+9XEMEqqr9%6Fr4;Ogi0V-&xUBCZ58#Mh$eO6lh-H2RfN=L|?u>Y)2))S0X7
zny&Y1;tRS`$Q)A(i-YL(jRR}*cZky8W*u5s9knrT9avkx0@FKMb!p(V`xiKMVc@j5
zgMZDYK1R{4Mqx?7WEFR+h2<wSb+k=~7FN4XyD{YT*MggxW|~K%GIW3j*239oW*MQZ
zZ*7Lw#?dLJx^UK)j&n=%#4K}dDBF9-iIrtip83Bt50BAR1^>c2{@-C8YqQEUELrYG
z^P?XnvB=VdDg_MpCVi_su$E9EnH43n1q_E)7RnS$I<&S>A^#;1D)_gmGR0Io)&>gH
ze`!L5rk58=71AA9n<-JOYE%CMRGHqg!r;kwM?P!<(RmU<;Batg&n-NA{j);mT7M7N
z{oZhKxx$GtRqa!s1nG*@OZ{HlevO>9ds8^{^iJ%Hpud;RTKWM|depzqpBep-qc7E0
z)kEYneV?s@7OCd|O+P0Or_Fl4!(20#Ce3mmLKwfV1Hm*)K9>g*nimdmNY&!m#%9GD
zjDMX1mV<-&!ZstldG2upxmNLa43NSJ7+c4wjQck5YxS2K^?SB+BAMnJ-_-v|?YsO^
z8%Kp0)V@OF><UH9*{ijUk%)wUD~!I<*Y_ewiR0`f;WC<=`m007wD6MUvG8^GXqH1X
z)-T(PO>=DPXH;5guYzgE`Poq&`<C{>nn6_hrAAu?UCM6`JzK5brv%ip`n7xfti!jf
zQmk;kY$Er5$CgCbA5q370}{uTU4MkrO9S-iqio{H50?gqIlc(LmR;I9<+`<oNiKQ=
z8s$+*rVH=MH3hJO{;(DI1!5cn9WR1PS=xl3Mb_)r69->RG!A1<ve%)7lBZ4Zv|DR7
z+8tc@UG47T`RUO3^6sP%ZKwP#pls30)Kr>5*@(bj^D}Jy%@1b<GnSn02JS0~!UJs~
zHy2IBP2G|CS6vc_z!X8ykdf+E=p6~MLtn%OXuQmXg4pYCYGAN@%igy6e9`%7<tWK6
zh3ezy)1s^E_XD~WfPmVtTN7)~5nIo}CizNpz3vadZM&QB+7KX1+ZR2q*{dcXZJt-@
zpJ;d<(pv>EoY2Uh*u2dSElLO+q!jvo(LQvtwk1boX|vQJG1^Zqk0R;C=SBU$h<gjT
zsMc<OToj~BN<tXvkeH^CZlpV;yBif$Iwb_8MUV~=5D+C5q)R%b1nH6z{qGs|9M5^*
z_uO;ux&Qn748!c%Pp)UJ^<DAo**pAXc3pc78Tm0lrHk5p;dUK3BJ){#xJOVy9ah7~
zbjp%V6Lar6hi{5Zq^d6$UiYR2(Npyi;YWuhj2v{m3Aqs#{&5Xo+WJu|q+2e#<CwBz
z>!B6-o8X}ijvTzn2Y0Hzy+8ZRwVtV1>iQBCkPMF<o`9d<pr!qq#iL$+@2D0wHeE~6
zB>nEb+>mY27S+U1(mL_JU3%kXBX8>DwuxPB*k=bqBJFgxcXqF%VvY213Qx20v%OYr
zp5@odrgJeXvoR{}n=rqFiDkyNcqQA}9!+MoJMWQabD6*|5Z+h979l#zPG*e1$$ues
zUQQ<Z!fw0hwI1qliOQ5f7iPQdBt2KFTH~&#ZEWe+_>p|)upf(RG(08c?DxHVO8|3i
z@Db$o+p<gXO0S}<`_CVZTaNK|oy)ISN`EddY~RPD$I~yU@WI)6753?aoR;F<j`!4u
z8eI?rNcnoAs-DPtTGRS{!*lm~AnB%ZVpO_PaadlpbHjT~((!zI7=HaNA2B?TtQYK*
zht`;tyHBEbVpRmK`x*wjCggeh?kg}jLdY+X-M*(3Pp%Q?1b(e8T>)B-P%9E@?Q|-8
z<e7ATw)IP1^2K&8QT>e}Q23RbeeaMROA1WtAKZ{q)X)7c7s?*E$fda74Sw!-pO>@t
z^D689YmrdSeJ1I&7Bdow4-|`bS04iVfR+NBJn$>Ey>A&2$NjN=V8+D)$^N5CO2jR!
zcFGi0LSs348D#N{TpCqpYt-FW){<bQRtu8Uqla`)25jjF2qOEv6>egVOIFx4431%k
zU(b+TpT*vNI-Io57Hob8OMdC5hhC&9DZ|(G*WG27cZS((LlZv)`vrxv?$B+k^&CX!
zI#*TIoR_X3W4=AN@&t4q_vB{#)h4D}ggP|LvJ)L%F5tz1`x3$Tqq~(#B=QG*Zem3x
zVcxUESNb@^Vnm;~8@;vTwsU(xXii-LgU6-KtS`2tQ%|v2NZIyYR@N(W>ACSpy4Q%j
zQqehTaWFkx+ISJe<Lqj}&2|muRN=c2Lk8?Z0o9U^EA4>~wVSzNgz>sWADrAm5|YaL
za1Qx>65H>wJ)<z3i^L;r2|Q48FO08Z$6>UzA1?TMFhAITptK-y*0jneqvS4V(^Gf%
z;O;HY*EOz%lG<wNT5WV}iCi4%(E{e7O};{f*F$r!TGJ#PRt=D|4xPh$U+F6F(rr^U
za2IUtFYM}a4YT(GN$VgZ-@IO4_l*d3zqCO_@tZZ^Ck^J^yL?2WmE!5$gD)=Wu}te;
z*T{r$>}Yc8J<UJki6dSfCp?|bc=~W}-HN1_Wzv3TL!jPNyHhepp~slv^^}z>*mCEw
zZV)(9sJDFVoL|!0(kw3_gax(a#~ijeS9z6&XY>Pn{Ld}a61K)G9l~&#TbOz)0~x9`
z^_05>Gt|bocIXo14q0}<5^2m%67qJ>;GeU~f@Aq@HmL2{s9e>dGdl9=Nf}S?P>oGl
z5?gP*Yfcjkza`L@*(Rkh&zD=2Q0o!qtQXJ!sF=BIRdqy0?BN^PcDGBTwUW=9{MB_9
zE?Qc*aN*o~;lot$gvap`6Ic5@bsC(<mTrKwH;(+WBe|r=d4kF}3_d9Zd!p2d@NGvm
z1WiMNrDe{O97e{hnXK}sq;gW2=PqZ9J}Mu&!uioYp?4i@GNdha!l|aeTOHl7Xx}a_
zxMZ(9N){LMD!$ycufL*qG=@-n$^MAoSbs5x>!ZE-Mbn|?>kstDVl~JdqdeO8IhyWd
zl<$na^?ygqvzG8_;q>Hfq=Em3)+V29ac%jqfqL%7?7#|wrZ4UZ1E%DbZL$}QiKZJp
z)}(#27|H@XtLs#<u9VcTz8EF&=wEH(73ZX;ZWB83#;l$zr>74i==^{?wv^Avy}<mo
zh=jFKQgn^d0XDiI-$QcuZIDlPggDN?nXPyn(~g3^f6aOfn{cI0P2_oNLr-LAT1`Dg
zc;E%Y3a>7q8<%PpBe{&p8q2C=2y}?Uo$eJdl1<!~rZ@HqqM~WLdTG;#W+10ETWC|K
z-Ux}I9P0FXqO=kgYr?wVQ5<7<-<&dU(ou)ki<V@?V_5qjapg;%)e%9Rn;zA06zFjn
z&kdq2e&$E&UoK_JF$KqMhg{@|?z+)6+<#dsS#j|J;J`3xip+elvz>GEajgbCqX#;m
zcr_TbOlk<8Oa@gb5(`V>>huXM&L+iNunFj^1>7!|jk?z1{?AlNn>vI#iss}YM4d8z
zMVag^t0~s|_IaAZ3&N#aZ1nP6L8<wwVfjy$!5V-M#$jazbRUs|@|n!?P(D*P+Gm2o
zb;463xZ2xM9vK*l@~*m3-qjy!PJL|Wuxq<xEUm0q{Mo-}xWDMNi95W?ZcE3IyL93d
zt|JMYzOrYzb;HmytIsRMrmj=8ypBe{`jD$ENqgfgwK!YrR^z;#?eI)_t!QaXUcs9q
zmn%K4S8{6%W!(+sia*(WDed%xolwdiivS<2W9pNpqQ@>*qS+ijQa2ve3er>*30YQ2
zovBhpvuJ5hl*)-}59s;`X%EmPKUAQI-XIgxm3BW&9C%LcPR+gcP0bSK9dM<mFs0&@
zx9-v<SFEj?_O#&xuW9XeME>YwryHvwjEVOw#Ju}B@jpJHF|rHZGY57Yma1NSf%E1!
z$393NdKX%kN{JiTprLHeCZ?|hZB%7(REk$wR8Q5`tRG@p(ue>-9zAWRl@t(39K^FT
zZe9kirI{K`wOe&P6f?Eu+`mP=tY|GKb9r`@>w&`1g-Y_R?N44zO9>C#CWlpL-b^}`
ze96T*z_^;u<e}{s=vSsMIzA<A>l>_-)U0Un;!9=g!BR5$Y1l*1Rs`RKKY8<IiMEym
zseXEAp?vzv>&Q~)f+jP`>aQ!OY$eV(!&Ss-cM%4T_Z80v?%2#@XWy>+5+XS*X6!G?
z*gQ_Q#jP*DNU8KC`$^*4OtPH{>6O*eSB>7J<u=&2ZAd>o+8GE4VwIUSxs&s;cH{xO
z*{hRWc<Q{taIh_?;u%l!2N#WkW(_7X?dU66cO@^%u;{3#L#dl6H03*d;&$)h3)ww0
z@4%iV70fg2uFYm7P+{YnkmC$2G!CsWOX~N<<l51{FD}U=b#z(XS1!oaE&0P@cXZ0M
z?pM1`Nop}}eOoHl((TMFTj>X1p~7?arQMICcsx1UD%eWNhn+Ob&Xbp33*4R3e(3Uo
zIX^Fgpe!+aq?5?+JzmPl`>ACm-CI~#)=^ajW@NFCG<R^9skOvEZGY_NXD6_`#(43?
zQ7+zrQM#m@kB{2h4m?NZmE`x}h!0#XZ<9VLsTRwfBlldQzBd06$L%J&vR|`npl_dg
zUXhgAwZJD6K4mrvwG%g>B*t>rQ>ui;FoHG5oBZT;<z4taRJS#sF&P%BZ}gpDp4uMu
zW>nLEaJ?VR;^9K3U0_D@&_b(rv8_^OrM`;5$PX^z*{}W3QmM!xmozA}v+{*IW)`Wc
zxzq^ZC#9FZ2~8VnNZw~t;|oor)lPy0_YIRd6=S#*lPoPC!bYDy$u8xSJ6}vzutgF5
zVo=%XjWR2D2ctn}i#4`=M+tLlz#x&r!;>pKL3Am$n9UDP=n4y$cxX6}bniM!o|iIR
zzJ;NtOd7tHO-};Hno$yHOMN79IZhrUOHvmnY38)qM(vZr`>LjzQPrlNcXN5&24nJV
zQo|(5-No0PcoYS)?mx0yvcAtd$ced=GV`X{UPrr`tMA!UOPc$QwdYM`YqR!~veR!%
zv^Rp;H9ur}%44L|Gy4l%^SH?LGE9T}QB0A4og%GDdyieNi!;xV!&?@3d_<aiHSFbW
zPG%zLM>`u#7SK!5r*NGo!Ksm7cimZ8hw<&g-G^7Gb)F34yCqe+SLo9mEHh$-9Y=6S
z-*PYfDz;!}`#!BJ&967uLAyd%_*s%ygP~$h7c*Vnv>|)QSHu0MR9SZfFV$ky*ZNw}
zOdGmJJJHw4Bx?g`<>n5+7bjB3Fei<zY<)Sk@V6S7wGoQ;Wg*&iK%8omn1(_w;Lr^D
z;98C%R}$(AC1;&4LGb*tP~6SJ*mce%i2^25GtM|w_e8lzwGpHCK(Hy@g2GYsse)Q{
z=I%#s%t}fum+Z<e;Zo>)K0z0vLs(`s$OchUNw>UFe`Q=*RmB0+y3tA~!t<4(iI7{;
zQ?NP2<9Y}lqRL~qf*O&Vp!xFjrljD)6An2_3^ElF0@}d{$jk-WLA%<@00M`1>h(gk
zrmW>`W3e~xP-ir|_B2{CUF$Bw{AhV#?0iH!orOn=eKh>JR__W@`YIV~NkxH>S+oUp
zwoFN!RqXSd(YHO)h|QvX?_G509<+Q0HrU8%Y7?HlQWdxO#xvp!CQAX`v~jt5?NQq|
ztp3XjMvv95(gol?-br4c;BB{m=I0<l+!e8FtIJf4%@IY&5D1UIy7siaasgM7_9#B)
zv)>Z-<2E(xa=iDKSG0uHL<#MJm?%8j>=&4_WnN8czW!pf%XY1N<zOjwi6NAxa#fb}
zC|v$9o-OQghC%1iBMd7!CgTzyNBtl(pk+72@0F%c|M^2ubWmu@jZX*O4EM6sgi2!;
za_naq9}KA-%U%~Or^i0OV+S{$A-3f-)Y-=#kojbN|3FNJZ0}s|>h^mth7j6T^|T{?
z{zydv$Mp8?wz*`dH?)eA0k$IqwVNN-``g^y$(Sg|V&6-yym~hml9#Dx;zvQ~%`)E1
z5*2?^$av3v%9zzqVwv%(dm%AVN^mSy^Oe+?QwGw8H>HVPA}&F6V}obw!KUxJh%?g$
zv3gbQ9^?$;%}FdRL&bSCu+u%rZxh_nrQ_XeyR|Zo9jD(=YZ-@Gn3#L9va(W7zLfen
z?maZMdL0)=twr$u>5Uctr)G=C+~cx`?*n_eZ>cAac-+^_?c#IT9HF}wj%}54BJFtp
zYNEV4hh4mghP(06j+6U>(ojYCP|#Gp%yj%9`v93$#|W1X-7XwH7oqD%q;=my-ss{x
zf(vSR+Bd`4^0Lm82<CajV})pj7v7YRcfNA`@j}8(mHS4@p!wwkgqdouvY&ySMfm|D
zjzo<skAYrzajqgCT3Ct=F4~CIF)BqAQuM~m;8ahH5Zs&m{Cr~Od4A=@49TL5s#VGG
zNZ{c6)UxxV!G&Ov56KVHsEH%*8JJ)*_eX7E^-KtgNS(*JaA*d(mNMax!-u7!Ib{+S
zkmL6b6X(8Oa(>@M7t+rzQ*Jhet9rX5aWd9i1^4(~y0qzB{njm|UMzf&Mtc;DdG$(M
z%KN!hWIt$o@*b1hW2TF)d_Gb>=dCGPZx7aY(1+pKfmj!LmanT~PVc^aPoHukR>&vw
ztbm^2Ecc176mgxnXB7^+rVsyuiI|=Rkw0S{b(<(*P3uhH9j_^jNOK}w%l<D31k!iy
z$qQ2q+MbKqaLXG#US+%ZKJSz5<aGiK8YD%{fE%>DXJded)S~ZQ-Z(`4sf;QZbl|4@
zGAJp(LHDDhotT#4W7Rgx0GslmK7T{%0_sO_!RBmDJEe@xRLb10w4x`NHPDT{<MqYa
z^Yr?jA%o8O5TcWwCj=+6wpdz>-;kOlJTuJ-wQnv*2qf2w>FgKem?W#UG)|NmJE){B
zs1Er1y*6s($;t?V<W{!1J9*Ym(-k|%IGe;e<Zsy3+{#*QsrRpL2o@)5Pd)UizBu`D
zb^7i8*I{lk&-0BtG1R<CMZ(%&9kVN?ChhfalD?}~*yW1VxVqeQ!saKg9*C&eHJ|B!
z@M2tFbbhCbr9E0H*3wf!$tQPjk}ja()s<@D^}R1@Ctqt!zS@h#g75BL@!XCIoOy_a
zV}4W@PjbUC;<|&vs7Z`8t=}Dn`XT!;Hy_^#L+^5(t#>qXcgPKd{GzrVPaK@w@vf|!
zrZ0=}$=a+bH_m#w)>^1|qGss$)u~d{H1EquPKS5sL4?^8gGcWvq;HYt>+~6h1iUEA
zKJ&ZKl}-uS|MnW^iCEH>S>t5GRQiik!oF?4%83kPVq2Pf?JdAfm}1?1^-oq$OleXc
zLCf*a{N8dm`;?9QLzT?itOaq?U&)oY5p=goEccw0txpWc`NcTbziR8*u&HSM+Jsj=
zlD|>EfouA5eQ<wDcf@qmS1<MBw>U!z?#9zo+Rs<N#-DvycA2s$d={rUBgcQ?3FUL<
z5MJBX=gE2zhr@=m%%vZiT6<!sKD1*UE=76;4C=|q-tIt#r_E4?QU%P!(m&LUQQ9(r
zoF^AJULjajonTR2)Z~WE3$BKydJw4&uybX$jPA7c9|o0M%BFnH=eRWPtJWNsCj8KB
z(+<iK+_ULYSy$AMYa<sqSJF^;{$M)H0rZJ}ZoFK@c_@|fn+|0je8`GBYcIxAKmUq>
zRSvtvW@OOph>%kh`zvJe!z4+&=Fpdk30M^3+HZ-rj`#elUyFYDW+2hIGKTN-Y@Mhu
z!Km5Emd1{?ewuz(NqAjUludTU@iOjO>p@|};&e<tubFfCXriw+-D8$31B_Kq*%LC@
zEo|nl>Fi+BQRn-`bSLi(W!#+Kw_;b!1afHY5vqN<PeM1oh1`gxHi>IwHoIRpQ|7z$
z{?pqe-PdEAFW7WP3oSV4yN+i09nL-@0wVUwL^>B?7dFjm>8jEa{r%@V14&0M{Mln}
z@w5*g*%)18vu&_M&g+LM%d)zPWZYkx>@m?fT|Z*9>+m=TxTJLH=I8dvZx{t_3A6vQ
z4T0WXKyO2U`4K<2ArR1i*@i&C{?0Z;hM}YT)H~NaF&UF|e%Ew<mHP^BDVnN-ma&@7
zeN@oece7sI^l%=`h}SJ7uf=yW<@UBUlh^x-ag5tN+cP8reS}d<zN9N^ivhFp^E+8u
z&73*A!|0ZRbF%Q&C{ql$AE#!=`1Nm;9d16L1k<`Z+o#y^tCtS@c7=VvMA#_2-21eD
z?~Vy;5znqn=bML|R7EPr8Dd9{C%d2K&4x0(CrjiG#{*uUOf>*^7s~6FHcDF@dk0A_
zk~1#dZi}QUZ&ZvAmEZNPe{IKGX|9#GMW%P{5(}T8NQXxXGMaOc0aEIIHCNs{t)y8*
zL)$h}ld&V_DPK#jR!4&W$*1O;M|z`GqR-AY?-^+9zP-Sa*dd*unHcM98^4GBJl1pO
z(N6Djv!Zu-Okt5k+ZK3uedhQA%hT>PGYNPjc9Fy<!!?fKb^3zNWd!Pj#vv$Oog%oS
zE4N5F5q~*j)bN4#BX8c&>q|={8omOUoQ=zm?7Vp6C8gkvR2^6IQl}#qNi=#krQN~`
z(&<|0{RF1s6Ui+TM=hlmw%$CCC`d11)l|_YO-$$t0@}Uf%uAicf1aw^vx%jrTwry0
zzr>8w`Kt4l7Y3`X8L=vP9S0ec7STfG=Wm=)i|m(53?g55H6UFf8?aJ0L-wmKSBJ{W
zdT+c`{8r^OI9+&)(;}nnC4wmsDf9I7U@j{R;#gB0r}A_|FBD(yRbkhDt<l-0-I(>5
zpIS2OhW5gu9l~sX4w5sf_;e^~_WkpqNi*l1A*Um)s=Gr3w2aK!FD`ssw0L*L|9Eb=
z+&_)S_L068JhPeClvFu!^Tm1(xog?n;B#}MIa1+~mkVry)2C@zKI@@nR|H??fK9dP
zhEIx3`?^Q;3p@@fr{;4Chj<b$pZkh5l6u1idTXZyPVpYA@pm+hBR1%A%eI)P&U|S%
z_^mpN_UL%OSWZ}k@`XGE_af%)17d340hn!L{wXtcd`Fj3f|9};j8nJp(&@w21{0!=
zE&>H6X0JJs@M`dp1@Z>2{`+IbWB*A5R!^-#r-_|UdDQL2Tr~s(<YOgD@op5B3UQK}
zqDPN{x@q<C@p&Thc5i)#nD;8A(k*DlzR4*8IbM_F1zn<)yPVg}MRSqyp2%=`CtQk~
zBkbw7gx4q2m)&V%1ZL_|2NxCMI>Ke<dUl9XrmzWmz#GbhA0Xu<Wn3B`UuutxWm?3u
zX!})@-JCAWAp3Osh9j*7-ffY^FM@BXE^ni(_NK(|#>qD`t!8c;y&HO#ww32;1MdW$
zmlRfSq3336zeGn#Gk1=t=ekl9VZ(%FL<uoxmH|Z9|6XVpwnD2AuosoGD|FdT`VyaQ
zeT^g@Yw?~s{%XfeuJUo$V#gkmT1tIYkasbZweZuc%pTBOLmu?5^LCf!&QU*3h^UI-
z7)CRG4ptKU0}IW8?G3LxhR<FcD0Yh*V{DS#;=1QH$9_ubZ7<!K(HVR#Vtov!!%3s1
zJb4`akY2HU5!5vteM#DQ4=?e)-)NyaM5s(5m3f%8eEZ^i+}79f)t$v@=L7D|lp9?>
zI^SZ;S1@r@x-!F}_d)6lLrS6C$C$`{M=wJfwWlxjR$elXynEIh-c8{e;@g?33sp9r
zdPg&GPdDLdldfPX<;%iwfy>A#Hbe`Fw=S{fF`-c;E%&Zli!rxe45_zCAmQT{<@%Y7
znm2074Kz7OeW`hf3r0mPN%4Ea3jMdjg~5*#eKNNn#4u}{Ev7wxWnzXC{08&l`in`Y
z%YstH>J&F6uW@GIFW^iV1?x~KoyiP##c<6?y=D)ht|1L*pTxm2o&`NjJ_KWNv(h?9
zWt4dr^Z1H7kXSv7)6y8LUPzQPOH5TDz~^-)x#D((OP7@E(IQgVny+d8qUfG+FTG_%
z-n9?69&`*Lixhly!j0a1+~_BIB$X^|UKcCDPfE!wxd<ooypU3NRV`^}q*L06N<0jX
z?@w-)*p-I2KAYoE4lTW=G5xHj1NZGIgN*Z(iB*z)MrPf)A?J=L{2aObXUUdovg#L^
ztQakoU#Q>n>U_n=xnc>fwm5H&T$<7(!a2c`S@b2O>wPI^U(?@(2T2@mc^_viK|dT+
ze7^+i6{5nJ5})~Qj$E@eH56;IuKC<SR?B<7^|F#nk1j3`n!CJ`%xQHaXS_A{tV+dd
zQB{Cw_`RDZ>9u?t))QO~2?t2>q3hAX%URRq_}m+r-WbVruJ<e0($Bq`jm5O=mJd(<
z)D*rXI&t0i0<pnVdk59Kve&`u<w+LIDh#vc4p`jGuU@lzI)J1dk?t@Ovx5*8#KE2C
z;J7U^FQM0BZR{s`>7kL6tdMDylW%XOZ`g(K$#9vhK#0tB52U`4#y<Y$q{Dc|YwbU-
zboQK?%BTFOiS`+sisqe&&g!kT^IQ@itV~%kC<`Zopw}-RiN%|}D!0RkrTMINgD^o8
z<HDP$#E6}@8N#C2_;2W9r-hzl-o||Ibm0@9i}UsO^yv@r`L{VH$%ck=mj=P$=iF2>
zGM{i*BE~6`96yZbaX34|n(z13cV!2DqKM{mp!HK5mVOp3p;Af?337~mXth&{*Bz@7
zZHgy=ye2V|<9!1+-Xkq(kb!c%zFUGz#qHXQEt_IohFBR}wKf?>2WI+cDd_dPBgs5d
z6^wSYlIgTbh%g_rt9PZXu5AvrCSMNR5s%v}i%k@DoZb9P&WtB-kdwww6j&J^U^>NG
z=mrjN4UVXRes&M?6zi-P&R0)`M{N{2*US~zMX96($Agmwd%7W<Gg|PAhFiBhubdhS
z9K6N~F1eM{N~Ykgd?9Gm$&Yz{VxBYdy1?_6N?qKht+y|+dER13l8mffz0jtjan2ZL
znje9$TvlruLq3N+FE7DrAR!hld5jg@(sKX$xij-8k`RdLiQ;@hZQJM1feFk4h9$2J
zVb8<KiR*LnBXsz(2G1Xl3ANL!>bb_uP;>eRvaFmg9xKaivERLZedxp4a%xFXW&6lH
zIc_&$dil9v*>i+#HVOIj7INpZRmNcWN1N{?tiHx-#LWAjyJ9<UHRS9q@}co%-1^IR
zYH2oEksKi-m|=Qs`8!lawC%HIGy!nEcV~qps~OMzEzN2$qxoeMEFIYW?AVK<Y7o~~
z!c)5Mipx*>mCJ@hVw42VonTA!$SBh0gU*#Q6&C8nhd72BV6-QkN!jUW4fyL@653hI
zx%4P)I0=31gD4Dmkv44USde+p-IdE9ep2>HZd?-@P20Jh8DaZEo3}~+Ceb~~8y94K
zbHrL``w$1XqinGo?Q!PV+zy58BYbb-$85>u$(qGgj)vcq7v<Ae=ssliS#|sL^aFuu
zGv#4GtdStDd_4|J))u2GPNs!qKE&3jUDSYL$PME$V@i2yB7RXUqb*cEj-OuL;&{cu
zX(+SmVZ2T-$+@Qz?Y<9Ev$^yVP72NJs`2u8?!W1j4{0t`x81CnkUX~h*50k!93??#
zx`J0$OixDO)@>Jq)AZz3b}4s$40S(9y~PYK?JC080N>f*osQ9B_&9>5=dK=i5o4S8
z^AtzsBlG5t%lYr6F_(;9(R*JyIa3o72<2d?ipqO3*2a?YNC&PV$V{)GT*1yf7Q`sQ
zk$*MkDsjOUHXf#IR`o}!RvLj?V)`p74yOF~3^nZ-+dJE)<B*>NG=(#cmh-~ytzv3(
z9EnP8-5T!G!A`9&zMyr%aFBf4M*7McXleoGnUJfJ8=jz^YWz^49W14koy1z;X);e~
zN6T$dE3%OK>P^H=*6VsLa*x6&1(Qs{P_wsFDXsw-!H>q2`w|G{uP!q2VL0+#;^%t7
z-g(d!)x}5B9|IwM%wzKqtRc!K5C^J~nh@Zyq@I4$Tb|x_$wG=!(4Swt=Be3)gU$;`
zC((V8qE3z*Zg~NzmPpsTm+(lNlkCjiQNDm3Qt=r}UWkk4-QZBf)qQ!zZ{od-P3Xj@
zjt0A#CrxP<Gex!&A&*NLXCmbH-}0nA=nQsHnQ;~>dZxPc_=$Q(x^6RFG0yJIoJ`*=
z9cpk#533wjNReF6?P#S%^#`nXVSOKZwd(WKi7z?CtnG=AX#}udE^3wQk$Rx%n~#K&
zFLs?8ZIOu%KDQ2^bh2F&zI}d#xBRn3%zc$R=QxVwQw)0JrJD<>KWivg7e#fNg{eS|
z%HNewrzw01A>uVOdu`sQov;&~8U00{khH>NNJd78({LENZX<2UAi#CHBJEf`%OX<N
zK*u5ie;abDaG~6YW$x@UmDfiXmmo2F!EO021sO<?m;5DusNzS#T*2HkL<=SSqpL!D
zZEd<+NSJ||?Lb$*yLlf&X(zE{y`c%=v_CPg8cxTl9`76GK$4|ycQviVH*9(INzF5t
zw|ZbRI^+eZr^-8P>@JycL*+D<j<>G9dqHv~<v~cRAf^;sG&86uQ!y-Zx)7Gg+T0;+
z{z?85U$_E`-u=smP7k|cPD33!OOCIn7R^RyD)F)o+3#L#p;&$<CVWS&BOIx!fvGuF
ztB{!`{G4Awv-Ud9w1bXNQ3;Ke6w?P)QYM0{78nE(qmM{EhmH#7y~tnWU04}CxNT4H
zHt_+DKieFxf+UNHi}XQI+t|)p#Bk!>n~5WYbx!iQ9QH~^EiyD|;`CfODQw2l?0UT|
z6`)4P&5A;tCF0GJkSVgu#kg~E&lISowDxukZg#1HFXF3$4F;tiQwS>!K4`OQIc$4r
zjm>%Y&JEYvvJ!pHmI5Yo!|(@-EPTYc17Ph0)neOl9pz&?IpcuAar`TIZXX_(6hLDL
zO8VpOQD0mauOJZTuf0ObMR`3Y>YO4}*<ZdP_|@!kqc?|I@KlA7`C-r!PE(G$cqzd`
zw#_$Kxcp0++{wmHskdqcFH%_~Sb`~>-KWHwdhXqfo*=YKQGKXk$?-a3z-)WB1NV?W
zEVYYP6C?Lz*t3tD&eN1uLo}tDj`4j9#Sy3P?xOE*dAM{$QFiy%md^Buv5u}&@;PEx
zWOSLMVpu6I4EWuT@+w^PX{n>gL#%3g{koU7F|<N`<?&Gn!b_FG2wMe$M3AjM&eixW
z=qJMLnb0qmnFKEG#Up}7*~%{!c)X}|(vpTLzb$w!nHrT5KJBbaU^&ZTK27#%_Qj=@
zc7k(ca~S1K2Bk@*hO`;p%a|^t2rjfUr<Ie7igpHN7sL$55HdSRE8BqN$3!@}aTnuv
z65JgM2v^_pTpU{OP4EnOk!P-+CMUOB(qYxUp?H_!nTo6eEcwN^Jc(Ue?HiL#A`;aD
zg~@@J%BU&ylSk#B>dCLCHqT1m8s9pN(QlV?r<Go&G#X<Wo(fpn3jWFk5xbW-_LVC@
z`VLJAyByNXS?G|JGVaC4`VBoP-vJ|{rV)P!_L2I7UJ<rZTcj5gX0=Im@nKn-lCQ-x
zr*hi?pB&Q9(T`?drtD2V)3e`Hq~&!Y9z4T{I_URyir(`!Kr(YLe!g^;FumF^DKna1
z&vL!1Y2mu5#OP?zx6|I$=h<zcEMyd^3!&3N=j)a(9Uf!6C5~2Ybk}SmTpgsKRIqWR
zB7H4?w#hXcp=4yy`$_{>Npt)~+GF~qvEu}8Mwzk@pPQSa`&7jZB9og1$~`mWZVqqv
z2#9o&t?#hb6{<XKFS{r2KDq+lU{bElwW@95Ubv4n*%X&2^zK`P)Wdk25`~A@BidIf
zO43|imu13<d3&p6DOD;zZ}Gl#kyhOAPWLYMACEV{?YkOFK`1Wt#?FD@z+S#wXyfav
z$<2&<$y$q%DgAI?my4Hm1_msuF3!Ej+jX~B4SN~Eab>)gL~6*ju!?51Te@fZ1JfiK
z?&~K!lo2|?d0%Cpb6s*29D7jhG++N-L`!Yp!Nx_fEp><?1D%N9F>%>y@rYBpyLZlF
z1LikZ+BSjPht~+Gm8*!WNZF>vCnB$}jkHYC*f8}zsXq<;B7->@$QXvBLVQU|f(}bb
zR9}saYc?#u{)K5+2B+A*f!3-|Zt->}>+P!i89W6>n$fM~mZ6;r+IX=XEj~g1PD11n
zO$grhqqTRtWxeyVRB?VL)=tUUiy}hqlJ`h_Q*L35I8I}3mYeD=#t1w!k8l!t#vRRM
z;B2}AD|qbG>`4U%Uqilsp(Mcj##Pu)Wz7!`mn0SuZY>yIn;y2ZESImoadS9!POne6
z5}R>UiPLR-i{x--@2z}|!+2NR;ETqbu{jn|+}N*HhoPCNDKhYx5ZO5~{-Z#3d*tFO
z8Eqc^WG{Ed8nbgRcPB|V0GMmF^rMqRigOu?r+816EX7`VQt^!rdDYDt5iMv?IX)eJ
z@%}!`TKAXNm0cC$KHi>S=7y1+cU%38`b1v{5;!nToMukfUgo~oz54RiMoJyW3-C<w
zDy<g%zTI^@h)2P5orI{yvEsT1FfvsLJV#8jDbI_zobw9RZC#vE!=R58(%$!y?P%jD
zv9Z^UUSPyITxg!VsOsRnc`O$6v1=Pl14>2E*fZcf@nte0c}=+-?eyX^6Gx||uKAmm
zlex|(^#eGjAz}N>u`+vYT{~*ZOZ{E^_qSdY7cXU=&$%{;Gn_7vn3Nc#P>E1?0uh!F
z)fU%$>LkVMw^E*HTim|-(Xny5#=)qU^<2nnoY~--bVBlx<f9sAS_b<d;_loDhZ6On
zxR!=PFY(%^51p=wh%;Fa#J2LqlgYVh6VR%8p9rt2CR|AkTazT>ZCDQ#es+qpIdQVo
z>B!iqw8B1>IximJU5}rYT)($h%zfI>>9{to)yODWmhN(+1M4I*PzASa)9+1Vjz&?5
zOtj0S`%K%oH0{$1=T6i3MQ-Z$)?qa7)<Yk>o$hF3q}kk7xkjWC7MJv<=h@bi9mK$b
zXv-#5DQ!*Aj9NJLS|4XVT~uZl34Y#JRZZoEE7Q&p+`EJyhG=70BDcEs<;U1wO8J#I
z#=h~Yeg6di*7auo2)8dWOUp}_jpZmcz3mDp@0OTlg522hsJYI0k=El!ZW{SfuIa3`
zysfwtHY>e-@yx5PZeF@DmLuKc)Cn|jF4D35Gr8u5F?%tbYVA<6FQw^-vPCa|5Z9u5
z^8D#bc-`41X5B#VEaT{A!`@<<7u$5xJQF<!;;f6@`PSXs<rI<t$5t%Hv8<vJ#V@Qw
zPJv8cTpKDuVV&d_3UQvt1`bAP{)&_`=FybPymQO*r77ziZ0-KJ2}v5n4VvaW^0V<_
zF4NoeoVRD()brAjk#xJBv%$}fV=mTEKX98_^S7E>jur4x^WJcCEPn;vZ*9hTN9H4u
zud)!*QzfrgepEIqH5>B@+B{fBda0#7a(gFUkPKqS#l+p%rj;ze;=FXE7jtZ#hFkAO
z8NLTCc7dka3EteFzn()HkKbw>Jc{_RU;$}1)AW2Z;&(f1EV=-B&yPX$;x3=m{-D=w
zx>7b(;|V*FY#k-aIKyD-B(ji}deVcap}=)L47Dmk$@G{Tt5b?N;}2u`M%`#`HiCu3
zz9nG3<$HHO|16uzdE=TG@t2;ENP3^H=iSjSEG28E{TaN+2w!c?vA5mJe6Zr5hB<9e
z>K6&Vf8^D{{}ifb6M!A1VkH_cEouo|4)~ezm2-1c{n(4I#i27{NkL?Y9NLxk8wP$P
zJSk;YTvdFSDrU8VHTz`JUJLTgaNf*~+wAqd&=Gr_D*0&Tp_~^}#}bC|qv?Z(PGrmi
zw3+rI*qO#LkC*$|@o7YrIx1f?wAb_VXSxac+aQd6Zx%4fduhb;Jyl*?wKsjao7BQA
zK6Z~k%FRvg%@D_h08{CmS8h>0pGE}FPdhx}6NdUOM|bRs(F_g0jiAVgDtb+K*r-@=
z(piVOz7Q1g5q6TdFc(_jKEWusO-w)4i%ev9A3thx+QeC>8%;QhEZDtq<QjU6tk=p|
zxFdLrQ`x++r9&F|$P6pW%dXKu(PXyD<WsKXbwPz}JUQt*ZzaD75yUr=-2(1pR8fFS
zO9M`9u%dSr*DW9~>`t&wIdi&fejV@Y)7Zk&R+3K-S0jT@9p=W*SNGJ+nP$`9X2m#^
zU%5-fd(WIYbq`05KFfc#y&%s2^}B-58wH%NUt&IYzd_TIlN8g>L9jW?T|%MkN8!4C
zTm$Z*qCRkz7i88en{+%xq<)OdCpag6AeGY4$!u=^?!<eesG5T5<Pt~5hv**5FND5!
zxYC^Ju{koChx|2Jt4E(!kFbu2j>orgGq;gLYx`8|8g+x*q&Aax*2+B0uU;XRHR*jb
zvixDZGO9O-Id`XFdMng^j#fca_#iSrYb^5Oqm|R-56v2a$=h`oGdT0r98(A`*1l&5
zcIk-r1E+RSo^UdV*+z*KX2;;H%s|_!JPJHKXPnwGn5_vBrl6M2u_)6ICc$rj8@xQf
z+^)5%<Hda5Q}i?cAnTn$(t;=%v1;FB+EvQR-h$WJ1GP^+uL*PNTH09z%FZ%~v;|}_
zyq<5&nx8eHJ7X_i$t6-0Jn715Y|6@FIOA_P?uSGGcP#z7ykdXb4<j|z50A9y0l_H*
zYwzve*7Q*4@Tu^H(7c*G_S{a{iDjcp4*p*I+*ZD}&^DUbOZ(0|=6S~EIpVu!ou5n?
z&Z2YnGy?AIN0)j@6kaP0*iFdEQZf0;R$T45Dic6JX%h6Xydoc0%lJfiWo#sTqjW*7
zemhr0JW1s#^_t3bgX&gAygARUeY)Zkdakqj9I^JSfPAqOr0KKI`zsn>4i|E)cP<$R
z?%GfJ6OEq<;Lukpt<Km_`BL9u)Ke<|>iFVv1aBh!1DV))lM)qMP7S7_<2~z>6L}4m
z_8jff`}vx_=S%ZUX8Wfgs=lQm&oN7vt=~1ul)gYJ<PYn+flu$^LNXX9pPy7ZPdf`Q
z4%nM`m6j%q3q7>1+WgX=5c{-G$zpyU)ZV8X-<M6?9+8R{e3kH6V6rtv?Ci^mvz|%I
zULamzW7gbOAL~Qd=LgG!?RK7pulGk!&)%{TGc?>f<k`buG$~6u9*-$nA0@8oI@pe-
zTWK9W*zU)`q?b_f*s9?;|4jiQ@x@zXl92E<W|e~=RH!y(!a0vvyOK~`X;;j~ZD50^
zfM_YB#B+V$7^{G=;Hs#pnW(h+;|)UJjnLhMqwL!*`PuA_4~~2+>iJew?T6GSSda77
z=WoJEn;L?%o;n}4GJRVn<yWg#=3!UwzcaAHZxy}sgsv5<QJf`C<FsyI_k}-%R4bfA
zV*B>njdLFYB$s=S=BV$l2V7xgrCz@3FkJn4^UJ_xl~t044dl$Y58;HP4yJx;x(-r}
z@sbm4w*q;=%;yQdbY|?c7z)??O;XANpSaCrucP_9@IBop+tO^5y1qh>cTdBxL$Q)>
z;h7Vy<loYZ*7v0CWzV)bZV!3F_j!%h;8~&a%NJLOLo};7hdvHi<G+Aw7SxaF@sE<@
zjd!v+F$;P`gt236yeJ;gy4&Vj(wakcbf`Y!FM4ivfB(72*81U9PNpI6`g6jwGL=yu
z1N@s@I=xj$^XK$+Y>AgvD+Mgx1y`^U=!)dX-xcEG`_>d5F3X-c8TC|X6uG*`K<5Ip
zl{$DQ<Koizax*leJOcM*0Df|Z_}b&e#aFXiLYV~T;?fUE5*uvqyierd^v#zO!)3lE
z^{rAO*`rgstAEN(`-ZI0>xq{XNA1ka8!FOH_~8ND1)9ckE*L6uU+<B{Tb~Kl-;Sy_
zXgG+a*wNV4V=&jgg=JqeV)-C^Q>JvGYvg&D;gyymFHL7X^()Uf>!IGd!{x1v>9_ck
zrrwxux*#_N?%<kk@!)VV;F<L<7(`ZOhD}{3^sZ_E;fgxQI=bq0orW?AY3$w3?7QH*
z-h#K#a{Qo#?81t8ljzCE9Fuu5ylLj#qW26zRbTM2`*pExIYb_SHuzhxuX5jMSCuq-
z{G{<)0t2A$!w<ue<Bt~aE`kG_b?(|@GU8n4i@g%sSrO3~>8vS>#Z!Sy-Ctcv4!Vwm
z6w91n7P!k@$g(MV4&TJ=;D+1ey;DNC?dJA+Qs*tN2EoPg<1-<V(-w`U%2Umbv067i
zEy&1FsAfmB|EB<n==UGbm9x~7Kj4TXk1p69-G9`Vd!K>?4qD0~{nS%(w?okyYf9PR
zHr>NXW8%OKe#|ppCn0WP+v-&NgFY+$JL|8>${O#*-@(V)b|RzM!3z+*(83~dLQOA4
zNYYcurS7c0_bt6Y16!J)QkU<Gdy`oj&sT@Gx3a6Ak6O9BE;reICg8qt|476qs6h``
zY`rQ8-*xz^)-$oo^Hn3km6Q6#4hIVt^tm>OzxtMXRx-TTXDyYtFZ@i<I3ndJs1nB|
zXie?z-yrz#$^bEmo`r8H>!hiSR$1q}YzB2p(HYkwC3B{hJD7P@g0F<dL^hMTl&~CU
zo(axI^C)KuKf%B*E1+Qc)@E`tt@D}g5nXOn;A+3)jh9`OD<3MUeD~*bDtk@j1+82}
z`k2Y(mB|A<O7S+ami!>T*CZQfR}|SbSn3@PuUsW`sGYw5b?WPv^_d4B8FWR8>slzO
zzD_9Kz@*A95D|)<HiI(QvZc1_Yv^H}nwC5t%aW`LY-W+g-SyGAMQYYpA2|tU+}x&z
zP68%lf5kcG>-tK0%#4F+jM#_VLu-d(hh?!BU*)^M3|Sbg3HxS%Ax{Cvddh{1&pVk;
zF7qh7#s5wZsWIjCaqA6)LsGz3R!?Qb>YBC5-Z6xJAUsZ?V=puzZ6U<sv0l{(QH#;#
z&u&9Rk^$C(N0Cdl#RQd8c@uqQk!IW87TYwO7YjE*otMHns|ZeLsgiTN)^B=!Oz#6y
zru>4DhfhlDms4ZeBVmV_E;M$ueM6;0A0ry6p&y;rZZWJpP7LVPcs90L0}}{I**9wZ
zws16*k-Xn3U2;~okGc9S)t>WBGOH&7cv$D8U$Q~=$2>2mw`?7~rBzf^l3$&AVwksT
zZfz<0<WGeVC>@YAEL}ZKo=y_HKtHp~r?28s(UC9~c$7pXm>*Mg^gt4qUgp53og3S{
z@XKDsw#s0D$GE!zQNS%M+C5wPxZSh;p$bPkPk2#+K)R^HCqvhb$4(^46LmYX93+dy
z`(u679?8g5e0mjEEYAxM3+ww06}&ckL`xz)1O#Gkau~d}@>^}_nhSFb>3s0ma(0h2
zxFpSEQb@%62IDt#4G$rGPuaLhB6^Ct<1}N8x*mn`50m&o+^-lu#82ZJRGqqnr_BvM
zC}1fDzcn=sn635K+zk%6*nTv6MC|XjA0u{^*cZQYYB&CNZP3kit?&R`*}N>Cw!U-i
zU7l-k*htsm)wN_w?QLY>;Em9wlb}i2b)hFJjbT|(m3xO9^>ODp)`#LSCyx2ukLPzc
zmOBM69R?*%RPH_~y9*K6JN?}J4TE=P9P}@jVW2OsKwXBx4-??~c^L-kHkGJzz(Zy=
zeO)YhRZXoed6g|KY)vJceLx1NXV4<R5D-!TVuZ)5?(6|PaTde})N-?Q@&KVO;ZO%o
zTe>@Yx|v(L1D&Y4Ih$)(dKmBm53>dFYFheu0PQ559h}`XTujX^K~Tu|Hqt&GvKr{#
zpg($%aYprsz61mhc$_V-xRaB!hr0nky1oGFzY)-plLs)cI|%)7TwrKPH)oe$C(6Tz
znko;U5vq%ycjx@&2e1DpG{Vr2>BZyyokrLXs?jvUz7ve1@i%(VcM$!X^uSPS^nb}S
z82VnOf1u|(S9rhEgJuqzXTQ;d{*m$DqzC@XgO2}C_=7+R1TeYZ`GY|J02=Q*J&5n*
z{vw0$?+k^1=OX+&|KQ(675=?5`1c;*-`m2!uMhnD${<h#s^cNP_kuw8@{25^uY~%W
zYlRy6JL>`E0`wJxR#<lsucEDmJIDa<`|!~3b3zM>Iv#p`)$xo#fVg=AItKeiH-1-*
zpQT{nxze_7?j9gCK_Ffw)8CGNS1A-Fzepg^*3`q)!P)xfbbhGx4NngTTPI6*(2oUI
zw)8Ny0BVBxe^Y@UI*MAaUpoA*{CK<)8p6VOyc!^04ZI)ZN;tb&Si0fy>VWvr5~pry
z?g26Y!}xg+0GE*bJOW5C3<MDX^Y8<_;1}RQBH;i6eQ)+1&j4`X6$hY7gI7yk9*<Yv
zUD?zHWM%5$Zi$CF!*1i@;UdV(>+S8$V{T#2W9{t4>tt@@&WoBkualR%8~Pty;Kzpv
zAB4xn!V1KJ5*Q6nGY=GuD%m>Oi;Dgr4kZQufH)W*4;+LL;DMni<LBpr!@zJ5KOYa|
z|2<`ZW%wg$zo`_k<jTA%&TfvT4tTsbRFy$sfP;!44>wQXS>-?01t8~pYXe>lOBYi&
zQx98bCp=zNaTU!QD$-04J_tVo_%DgaD`n|rYi=p2tfz<vMvIQo&o2JFw!cik+2xPJ
zK~NI?oewCRWo--G+1Zy}9JsBsB?mA^lw8?5S+mPq02ap9!xuQG;pyVyVCjf5b!ch(
zF(~xUfc49uH&oGs0&T_rI6CxCI`cdF;PC=8Ma$oBD}%O@KSV|y48udOl=|=bhqjqN
z%b{RAbm!{4>QFvB^yGj;umBzy4L`sk1P{%qUpx4@^nf0yLy&k7G;jcie0UHvS^<X;
zJO~=9fI}D_1dVn;UvNA?`T#fs4v~0ZbhF>*g=Wr=dC7P>nWGqrhA9ZZLuW@*TPFiP
zJTS_WFm<xFL>=S(@<w?Ie85Tc3-twT0F?6}5PW=mFw|KdJ_za%3Y4jUz`w87pV8xA
z`SE+*zYv%|vkdkZd<N?Nk!5J3|C1&EhGl3M;Ac6E4-efrie&<L&>wsPZYT~#8xG*?
z?>zlC+(Ua1Kl}PGx%byBLmT&>ef_(6|FXF1|8(BJEdGBGwZEP$+7SPkEZS8-JBfea
zPCyZ09vC3iFg_R$Q~(NsBcMD2fSLe^%EJ#uxw!v77z*TfLxD5_!~P3Hfp#$d0eLVu
zKn~!ZK>2@=heUv&0{`ozS$MhgI#`-ofCc#YOa%D<E24h)S-yuD|6QIz5j+4H$nPYf
z$PoY{87Tk%YqEYp(EpJr0=^0Y@EW18?}Whsmjw)nA{72l2y=D<tk`dE3(8}G@By*X
zfA&q#?(07hIX(mrM1UUz`9<U)|5W5`EKMCeYydyX88E+S2h7F=@CNvJO)b1^-JRWh
zc~xyp-7V$+imu;{{XdX8$WN(*3jppG7@+c>Fb8lb|2HT@+1!7^F~F4s10VtUA$V{A
zBq0At=>F^|13t1lkBx`pU$N&GtMWh69yBOGpg%wX4(8$G2iODqhwS--zyEj0_{E_8
zPso4?AineBr#(XP;vd<fKLUWcqZPNUxdoUH#SVwR;0HQH{Rct?Me_qJ@DrrLJb;yj
z@ck2Z{7)(Qv!DInG&gWy(l7`V1pXmgDD?pU6S*>VadGGIwsGdMb@JdfcQAE#x3#i0
zN5?wuyr@E6fJ3M^n9tb>6)yAs6`%ebaQ!!_`@tv351WI4@W25m07L%)qyBg4`#m86
z1Q`Ds_@EOtKjidpxXynW1EKRgKl}QJUNqzvJd*%S6Dl#rD=nojt)|8$E(?UVj(|7=
zxlwK)?(}ppbwg*Gq%7Ud-E3VvoZWzg1v;ieV+g7(5H9I};Cy^QqQd}e0D%KJ3xokb
z3}%EUU;qVzG~jIngu<v2)G^-oPb84*;rm-}RDE=>P?!M%0t8f0gaJYTfrsP=`h|fF
z`1ufcP$)lej4%)YA`m1$PzMe+K)~R5Fn$3%ASS~@!Vq`}Bmy|kZvaOEQ$rvO0LL0V
zJ`6n%RA__1g8<oP7*H1u`1TMu5NpDrKp#MK2}1(?0&|9-`UJ}PkVbg?Py;9w0?-5n
zB3Yme7#jwB2gU<P=QDtz<^<*wFn~h<Zyf<f7=ZZ@a3fT(C@-bq>+WIcDDPzD3_{2H
z>c6F9fI`%&qL!EM_h=RQiwh@X>)>Gtu*CsLa7$U5J6ixb97`u_4;v5!DIhBP;~`K!
z=|=J5PJw(R(ue6S$aAy=QW3A@k$P1{6UI#y?WB>HrQSWM;oS=*DNH&V6c)~^5L;UP
z;?>*wq_fYLV796Nw#Ywp=XUqK_rYb7JXLD0I9=M}tvxrSef<uH`nII(rmxF?A`Zye
zEw;a2wI2i?yt8}HDyv+RuGq8ATtAtMy*;4Zlh-JDf1+$!k(j8!vz~@)<=o;uKk+#H
zD|gSwf}KWX@a+&(GSwg-Y9IK#B@R1=^y8PyPd0T+NrNcWxN;DQlf$gyN3Y)A)2D7}
z>H1uf;iKnz&ue~o{(71d4p~L2g1O(7IxIV-$SyE9ZKQVb?rSmLM@)0VSv!T>kE}cK
zC1eZemSb(d@#eYC^HhtzW$?V3GL6c#|M4+d=zPKt-TFKF!2L7p!Y#+E>8#~si{bzX
z%^>yf{@Zu0kahwJfGiD&_m>7JJpyK6>g0i{<ZgggMqsz#XEN^3Z2tvg{(|iY{$JT1
z_k-=C!OnLHFW(P(C6D;d_D5IENCWAfuWX!J;~07D$O^YD9G~#?j&{L&(s)F7FE!c>
z4W+j!Jy=R%TD|AwuKwcv0$mN2eDvY7qWLeBBU@RCFrxmdy<4>!JL7`K=7%Y@QTw`*
zxpafkn$A&M`5jye3yn#RhvBAvSE>W4sE4G8ql_`vFU#_tM?@`3%X;rJ&f)5sadlnR
ze7wi_*jyMR@G)Imd=cg1Ypo09v=qEWuF-3k?Hf9?7jh%<f|%IKRPQ~Tdvmeq6Ybim
zHsuG!1EW>xrxojU_OEet6|c))N~Z|*w<uYFS}UZziel~y?+gD*?`))<IT(9_m8KK6
z_-}aqOPb_2UW+TrYDmidJ?um0#eZe{_XN`~V2I90OWK$MK#4?Wq|wJ<IG9(**22Ta
z-2epO!S^?idPfTI0UJaJ6xyJs_WcEbC;A9LOJEZUcnhGuqiUeOeg8z`Ckl4|@c!dB
zR4J<VFMZ=7fgJ?^ML`HYRH7CEq@jT}{4fw4NarAd1Pg$sAOKB)SPv*i!a*pT3!o}c
z4+=~cjt7ScpgutWx`F_71p#OWv_k-O5g-BJ7y%@F0E7kRi<;}t|0t~IL!~m%vjq?r
z_ypodV0-{^K>*@{0K^66i3HwIpkKft1LguCF0fFjanOhhf(amjxj}%QfxH19PzKBk
zKwR`3P@e$e0>L*b=J@df#{A0{x*USug7{t!4CL$pfc{N&0isa(!(X)%$mRXqtwWdo
z>WThr$BUA!-@fSBI*B{E+y3@l%GS!t64;akb|DRbY$mUj1Fw}Wuay<>XUnT;Vq^6C
z2<WWlpRq|#Ur$Q)#vkQX9@x{cHUAe=jZQ%S3QE6ACzS73>E!!eI{AP`e-Ot%F5z#&
zgfgCg5WfHP{g?JX7=i#8jzp&t0pS70LjwCvP;^%EdtG!H9vq!xLJ1SFod80h_gjDI
z>nCebf`wKXl-R<6+EAc(2zmz#1_&?&iSl;<B|wb{_%3ihFd&Esz|5o0qeg`Q+gw0S
z01z((2!^)Cz<IRy_S<NGOOSrn2G-#ZGW0!P{hws$&mr<}V)FN82w<g^?XObvi?i?>
z%E_r}DM<WDYBVezZOxn=EdE7q{sPsYkYD5mjQlA#fQy7`^cSyxyM{nC|9hLC(t(D%
zf7{c)?c<l4KsgKzJAh;Y34Ry=GQb%i2ZzF32;#dWpz6bcZ3&nF1aR6=8V&_O4J9>D
z2pFjOEB65M{;0hFiH*NF)qiEEVSg~x&2E7pl8`N7EN9T;yS;pd@rpzn9up1c=2Le_
zJi-L_H|pzIMfRU{`*+sNIlI41=d~QS+*2F<f>ocM4AH7Be~>C3<6;!iFQcM3ll8{F
z;i)n#zozQWHwTdGg>LM|d|Fsm!$-CgmtDc;JBrkHoH``pg_oBF@YshMbtdTB_{C~I
z(bYw{A{bTT6giL}8ak<`<Yi$ZW@hWS1NPW$QDaX=pGOwsWW;2z;Z#U^fOYAEGjK*g
zeiG{>u2D;BNxhycf-<sYwC3CEW^DImNB7{ubs{QxkaiYq2kaXK1~GF7r4KK@JyB3w
zmMvBF>dmZts+4>_pwZd@`J6fF2<xQiZu-9(Y4oPepFvOlhOD~2HkY!mo2}_zMJH%}
z0)E)<jv0zGe{jrx$3O`GFS7irg$9rS4j36gQt%+?{it7L42>0Nyg*MB0vIBcF+zXB
zpnyaH2JmmZzxN0SMnaA9{n8aUu=4^33^D?ZJ}|)ip^y>*;2;D*ODGbMTc8FE2?5MB
z3^>mZLI42{9K8jHGT<;^p8#bf5rFZ81Eu^xYg8MQ*Yev7r6YiWg(HBy1ONl!DD40+
z5h4Jb1Fiyq0~!e=tAP42paulE+JhhXhB^zFemqnwlu-w024)TgHuK=XMh6T?Xd!``
zFyQ(C6jsB~Ztaf||Ddxd8}To%f2r{=X83!^`JZ$TRr*iOFh8%gn<WrXxmmh;ngRyd
z<X1oiSn}Hlf1%y{@IPob*sT>rB7H04J}nL(j;)NOIg%&7gSqZpNTO^oY2XrLP2Z+j
zzT6IV=24eP#o5kn!H=F)XR_1tRO@DX?nN%M^zi$&O`bg&gN&uF0hh{mC>2H-W+jfl
za)A2JDJ~qk1b%gY_(i%pwU(tenIt>pcCb^@U|-j~(7V;yxK#bOmcII0yVpvw*GQWy
zbLm*6qN(C?-%t$rQ8K0+gk8QY+p_XevNg=+VHRPUYiO7i6dXVPc$`@VVV-AOch?3y
z<W~07u$YuMDz)Dy>0vL4S(xW-1tY>oYqegF4MVG)ZbF9z9a>#!V<s-|1m*sJq`hN!
zBwxSxn~7~36Qg5eGQlL7*tTtFl1yydwlOg#wr$(?>6!n2?tP#A><8yMFS@I{x~kUd
ztLppH`mCxIB<ZFM{2cDfoA&h(?O4(4RG;7|b&?BSj!d{QgRx7F<ywqV)Z%k2*v<&7
z|3>ov<^})dv80p)mBrNmP4fRMcg6G{691Rx|DLb^mFBtrH=6%L!2m~<|1*T-{5$pu
zyyAfh`SW7^`<#M5s$lsOu>M)H07G%$^8e=bXZwF${eLw7XFp&R$;SCd$$#v|Ki-fX
zsBq@L3>;8}KuvQ3_4X&g1{O^Iayoxh$OasM`4b%fu@&sVo^k$F=D&{qryXDmY>YsK
za{@zXpoe1vs`QV)WBIcu$Dc4A*a~o1hxw0P0eZ?m;Wy_WivU~?v<kpl$)Db^0JmTT
z4xY0Bb^f<q;1U1y>Yq^l-`e|stN8Em`oI19AN~2yHGeF@f7Lm#ga4aw`|q#+e|66F
zztcI;{r^kn|4Qlpv-I^hOp?~KG6MXcQpT@9&`*ONXp!lefv1Iu5op0VnAo)b)ND)~
zfK(Ge@J|`Q@y|+NIY`e|%*f2d^gq7-QzCHuyDJd+`5V{^TANq`VMZXT0jwG+6Eguz
zQvfM5V0qTs<Zo69Jb%C+|74m#ppgn72>1#R0tf>{0HT0z05O0#Kmza`APE3sE&v&T
zEI<wb%xM6Mf07M=5<nTC0#F600rUVsehLVdI9LGm90B?OeS19v3nNEMBV*vVe?Hs)
z=_bGcU;v~ft%2`WR(b$KfDzzt_W?#$hI$UBfIo@M-(2QTRs%GpK;RN!0x$&tN6Ac$
ztN~^KbAScF5?}?e23Y^8A=?0KfbX^dAXZ~!{kOHhpZ;mf)(A*z0t=MDrJ0Q(zz$&N
zWb>z!fBIn$Z~!;}L)d?M<6z_rJi3FKE5HF*xi$qj{DC+DjsQnfdn4e|#RlL6aQZXm
z=wM)DZv=1#xBy%MZUA?HyOF&O_1|*~wCzT~)cCJC`OhSb{3{T^vHl<AC^xY&a4TY}
zKhWr(8qS}6{&*i9c1~*8zq|g&CHg-*ivMJ;{#;y4LjR*|2P^<E{=4fKbBA$7+grZx
zo&Ic2KaDKSy_2G+^yNz;*-zryp<K&?Q;(yL3$ru|tHzX3N#;1oSaz$HX)haUh+zt1
zP*4WwpT)M|5Q?)qSBF;!CY+rgX$%Yp_?;6MA5|xv?<dC?%drn*FZ>g4s}o)V3NXyO
zB*LUIR9JKogTZ3bQX%SbG2Cuej+V~y!hs(G{f~?x7a=~Tb`t_E=NItxkPxbVf%qQV
zGA>^|w|c$|$X4&!ef~l!J~BloAvH1*92GHw%f)a1d+<o1NIGNJJA>U`Q1STuFlNgw
zMQv&*g)FH^xX?Jiz*yK&<eL-@m%X6;^kBogQVQ9EsEMda@mr^s0J-Nd?qgtlc}!Ry
zOHp__lhu6wQC(4FxL61-m%+0`oUu#>lhJ1QiE}>*bgi@CaA8168dd?lv^TYZ`2KXc
z(bC8q;6S)7w$%f8&w2@|+0w%~CJX(Z?fL#7%JT1;S@k4tJEJiZW2tYi>2~8+X!|m&
z&%K{5Uv{Z^vQoImSiJhP-h<JgnQ_%3Mn(IHEus%%YQ(Ua5!J$YL;T5PNKT@!2Hg!o
zYd@s~TMB22vXj8Yhz}YYqA=qu{iG8uB-V&YiZ+QRA5=7?W=2p8l>C-R#uA+rBS2C`
zJV8nuoiZq~%Vmhc4EF>^DyS$%^^+9)8k|&Qcd%!WY>;YK&X6HCoHsC^_$FG{kcyee
z4Id}apBO&(OCXuV5LxUua(Gn4x}frC$@tf&9H>v<f{2C2AsOJ%3-)Rut^=;ikREuM
zk7G2VDiKrBZo3V>6Ta}fF37&^umn{gg(!g2NCZ*B3*^0yK%XN`lx3<kl)kH&vT;M;
zMLO}uTn;pQ^M+3h@B~-K#N-j;Byi&r+{~()pSIWNL}~D!k5OiMG4Bm2$cXSO-Os-4
z1VurivCEjI3`+6dIPT1Ji04t#r`P|GpUwx13mKZBBucKe9sZ?2l-g+5GVeb6FvkSr
zN#H@(#ohaDL+8dP5mcME0{!5V3h|>RO(ePumG4Iol=KqVQDnzOH!sRN-5r6-b0^xH
z0EC~^Z4`9rw;#eClVmTRLJpsC9*Q6z*?*Kc8gXCW77KnW#o-NLS7`K1BCj86OyZed
z>AnY#a9V6;t|N<3IkQK1Rj>~6zU3>KCL9$|w3R(K9K{bgf@5_{G3L)2o$HH4vrt6Y
zj-E}rX*|)dyGxM-tstdl(5W88v&_&;yJK9@uRy{*Xw=v$glVIR%L7MJKefEP-zM0A
zQs#l^Km?Qdo_6Ng7>CRxTS#ZkP`XE8FHM8qGNYM7*>|95X5AnAGeoGMq`abE1l*g?
zmTL%?&tCZY4x@TYqH94n*dE0qILDT)4Wr0zIwwN2uA(k4#0nbsWVhMAjx0*04>tUT
z8J1!swP`xmzOA;t!V+*V?bWOPHJw<a7uP_H*TvSWr|WsY`)<j$-H-a`$-&5aq_@|6
zp%u;%O4HId@+#283vptH*6DIBHyo)^gf<?ZVRDq157x=cnKFvua^4C}x#w%=b_xJC
z-}9V?Kl8WKy;nbiGM2)Qs8U8<I~Q&CN40rvT0Ycd?qrOOdD0i5f;Y~dMpH7CSV}79
z(leNr59!ar?7OQgb-Rkgvc*9Zg7N~~QaQQ#m>ONiGW^M|(<y|S@i2J51|Zn%f>WNb
z-Q-Y@BC^x4cQ?|T(uvnSA=b{7A2TZL*IR+1^$90@x8azk8cQC7^ju3PXMw$mBinJV
zpky&kNU1kl!*ruvFtV`O7;%P-z`)lmQS*@<+6qVf<is7SRq)v1QUxL|^wQl>WK5t+
zUL~;y|Ji(AqxRJ_PfWx2OQ5s;H_LXuwNnyol^_Ib5+um)khwQI1bow=46J^&iO7tv
zkiqY)*Ogzv0{ucH`nIORfB2zH<bh$}#`;s`?OoEXcE5c)D$K6YU8+Fxc@5$kn8!kK
zAMeG=fjwL5f742uf`fT+R@!0XQRY$BRY;tkb^mRs*T7JlpnRu(+6*^|r(at;%#hx@
zMLD+kFuGclC@L)@?L51S+U$|6!XvjaO@iV44JB%2P1_o&aI)h=d(?mEBz8b8SPFiG
zEw|gmact9@?K`*ir)Oo5>L&{7zHby#XhOYuE}2lwjHmMijPURo&o!L>AV^^;!)|61
zqscWdC#{<~c?TOU3k;+zSGt$8Rmh;}9A6q(Kvp4J;}={Xx*x7?zSy5C-#qP{Pl^Vi
zk^bI=jtB}ClaQ$Cdq(L#PTz+WRr;=yEMCuOY<4Wl%SA^*XC^e;myBdkIarc=yAURu
zG&8l;^_^3&IuYk-5}qP)t%Geo5u0@$-UWFyBEB@`TK;ULn=Ds!4t*S}T!>>xl(~fw
zRVMdkhtU1!N&VTz!g!`1)n+rZeDJ=~$(i9267r$PwT7pfF7q0y{Ux5rg5YJ2ykchB
z^Axw|h{vz%b6qS34=s;i{nml=t+s?a8?GpgboFt`p#{SVFKI>nZ8|3OK|%OnaIy~2
zxbCKPtVDO1J`u{J2Cno%j^Z23h!{49fHuu3rP{N;?YqTf>JkeqR6yktuQ>b{KLOM*
zZ(&A(2dx=0D~bjg_s_fg7}@QWO+OUyZ!|vJ8CDPG;lGo*=zPWa)|sTlgKv$fqG_@k
zAqfE~>ivR1{Qi6$L8+rwlSW588oo)l)usti?g^LQf4gdxa`fz7@=D8Xgm>YDwUfD>
zSPQn8v3_t6zVy6p=@dJYCbS!m!&|{<?9I_&_!j)ytpoBgNp}1q^fGyo_7aiXM)a~G
z$`YVQ!3(GFeGYPuvC`DT2$!7Ow)67{)cH(Qd>{=xI@1G8%m);rwBQSk{<o{;BrLcI
zJ(jGZk`(`L(4)*{;4>TI5bwSpB1F|Dl{vsPZJIk}bo)H`H%WMkY2H!FkyxvuXwAk-
znVKKXqnTc|z9-+`#UbemeA;Lb<K~A<rTx^wl`Z0yX@O;KhYiXTfOAVx2g7pg)|yy-
zq8|V*sTlfcB5X&SlbRot!qEl8?F1$%Vwk)aCEDhW2@|^1SMiiUtZ%(rF`rY>4)m-o
zoB?EM*s?I1)Gl_I<FuEe^ZJwPVb}sghj+GkhMYuGeWZT`W9Upd7}G0$te7wE>S0p?
zm~;Il*SjuF<HNUFebxf4?^`g8u>g2cdmfj<HAn}tcCR#}b7XP^r-gI^%wLfl3P*S|
z+t={+Ue2LLgzQ3Er_`UXM~?2%sIbY)4y?u=&CFcrEvU&$sfy+^4<hBc2JOq%sDGW;
zoHjVCKP<Oe`1Px$<I;+xI+qp0v#6QIXu!rLL(@s7N^0Q2R7*83472Sd6+mgIm8NoP
zZ${o&J473$YemyGsw2iG0q@T$)?yoRhass+rewKBV6)?l@_B3*CXrdxsejaLAiFyb
z@?~3?&)%ZX%|d!`K?R-sE#pchqv8kgbPyC7!AM!ITfYO2600wz;hCp`9JTi8b<;?-
zJiyFn?;)`7C_AjWHZZnvIlVSK`7l48^Jh&>8yFvb-3-1_4@*7XyTS$>Ht(z|-?SYI
zR4>vl7`h7W4-lpfjp2@wPLj0^WAX>&0a#w9N&@NH_=ByzkKd<8QTSgm1STQ$-dn4p
zY2Hy`E(ot~)@0JS)=U*WiSfqJ{Zp>O1w*+<8&(j%hH}q*lf%g8%T%ebV_d(G`*Le?
zPH?o&?Y&PUo-`h#f?n_w-5`ME*Zi$f<w(aw7FTx`mqC80B!`^4_daUM+M>MoK5p<P
zQws&r^k**TPw;L$Amu;XKDLk7;1=$BGo*=IW?z^a^IBtPYb?;B+6ud=b9@TKC<GU`
zhZ7EFov;xNRMyvC-V5l@@KQsXN`v|MOii@3Tx1-E$L&`I-MOH1Asx!>kj|O=(M5E-
zH``wmiDG14m7tFhcKyT+9R_o3JnO8fDmT1AB~?1iEmkkOMmQJo+l)O-LD42eE7VNB
z`_4+&xiO3gN;r*=#!ckJ)C$u?G4J4dNp?#}uJRM|BFy`SaC|~!_w-=X7RH6?Qvp@e
z+tIS$QM-1<Qy=`y<#1--=hSK}bfqro>HgZ7l!!u`RK(ANmNCWsaBBV<VDTjugs@Lq
z`#wIC7(W5S8Oivd0(5NTCf)FipH&rpngCqo;X8jjDhQ(QMS``j1(oASA4o}HgA#H(
zb6DM^1XE!8YW>fzeoT49eWoN<?o<?b1xoA`5y&@&Wwed!?hSR7EudJO-)ms<;BM<<
zvZX}(edsx|IHi2%YR&O<BB5Ra5kW7^1dQ0aB4KfydLuwKK3#TPLl1mL+ooDFEz?W*
zgxL>biuk)@erE0b0`e_;Xje&3x)A*5zVE5WxQBXI8CUnXVzlQWqPMFaiS@&GY5{Co
zJ(AdT%%5@;-}M(OnilETh8NYLiSbl5xSE`kyw56Ktw%PO-9;f@vW-Co18u=7ad;It
zW;vlYQ=}0ysRL93;1rJ@e!!aVH<7tsO0ALT$VToOXQ4u}bgc~MHJVrAo9G$EHd-pg
z+ws7WWTR0bot{G|@4zailX-Ml9Tb^FHY&02fXd*6tTDqKWD}@*>>cG=Cyk6N#~^Z5
z(CWh0D7HKafsQ6PEvYvRcW6;-H0ot=#onFB78QV>s~;L_i}tD2ey(fGMxGdxo-NV?
zm?LU^{#o>)z5w5e0+QkyYmc6%aTDgw2YE6FppHb)W&xWoi=%$yf%UBIbl5Y&cU{wc
zWbe5Y5$#=JM+&S$3?!6ap<-R!QvRT#zFdHQ6@vlm_kqwA26267Dd6bG+mlGRsrPeQ
zJY#1twG{V|lakX?o8V%stj{@$Z|&&WIzwBjcHb=t4;&jDt0qT)&BImS(*qBiGbN`#
zZpyX`ynPhF=uMk7&Il-U3tLf5aN^xtD-R1aPRr}t+ESE;(tzX$HL+i;f8^AFoHc#N
zPcAi8qTG|d?H}|r30v9dxbPLk0rO*q4417e>I+d@vCU|%mW?=aY}5L-2nXBzRkA{A
zYPY^Ra{{3CSR7HzYuNcnavay)6`yIhwcgz&j0jF~s^Uvcb9+LX?NH_w>J9@j{}TnP
zi;9sRWVAWov1G&<?zp3Rk-!;`h;?2`VOh;?lM}nJ)Hbnkkui;fWI`Mt#b_@E123RW
zHnZ`eeGYL${lbjqtlaYs8rqyw$!k(e{iL|I3>@l&ZE0^wk|HfFW@<tJ9-Yt$(;J-H
z6gnAH0kbk97+)z`f4m4DUZ}^MqWwAW?n{mh?WyjgSEc!f=#L0kvgA>U0?PYu(No+*
z%wgt8du+{h1Q3>jg4>u^OiFs8;zBI;<Enb)-6}tae4imp<-b5A$qsL^Ih$<6e4R-~
zXQ$?x%TmniD|C{zE#jUwD27RbG7)rsF4vg0LkR!D0m2JvOsz9CJQn&@fe$AES5rgV
z!u&VxL%eIYYsGa_Mlx}-7*C9rwncegq_ZPWdcAHA^`ppSehj;=Tz{qzK8a6&ugX)?
zTUd2~{^oXsDAe9PJ13v^Z}LUnMrJp-1?}bFj2p{HJs4+?>_jGWYE68K;e<7*brz*2
zSvhMg#$;{2?sC03Wi36u;_m4Dv2Jz@LMqCizE;uunNwtA*%eh?KI=G>Mb6pgtGd4(
zOi^LMRSo#6`(JOJ9jp7NUlo5pmIzayY)Z5>7;#m#MS8PZT~t2T50A<gO_`C(4SzYo
z<{kMO+txqiPq@u($rseR^elJ<!V&VzB*}2T!`5IuL;MRVfQn2@dUnq_DRJAyI+NS(
z*w#SJ)IiNej*ny0FpfleXPfjTovsg)a||KB)W2~CbN07vH4~1b2K(NA$e>uldUR$b
zZM?$%*XiJ+l;PnG{TYIgM*7Y#Z)Tw*L<mRO0^FNv9o}ElH<_-O7z^)S`56WA5dx{t
zeUrMB3%*aNhCi3j5{%3)xixbu5M~(3rO>lSjF46x+%F!RpDc2JI9cuG3-y#SpQe|U
zDpfw3e`t*BtDsB-Et_@k4)O5oD8&xoDjcF8CXo;|n;s^eSZPUFS*mQ<AI4u>m9jE)
zelBx@ee^5M{ypq5yc>%2ka5bbsI7i_f8Brx*nsj>6>OG7O-o3z9ytd4(ecIIbdE5#
zi1p~W*MIECGKm(Z-bpKs6g@2~JcEBaTAyKE3XWQ1amRcWN-?wgoLItvN8Mg`%YHh|
z<=H1&cFJ9vdJ!VpNSb;T0XZPQq()%9bsA2vW2u}LA&c+Ct;vA3PeU>`2d*|}dj1>a
zdGCN2otO0@k!lS!rAUfWEUY~pM6cFQ6R_aBl7mvKJH@2|R~s%1dz@|hS!v9T-5$YR
zq+G$-p-)5_f7-te=Vc^>%OEQvg@uc0Ore5=b*?ZGQB0nsbN=!nXyGB`LF#S0-Ow=$
zNh)yLYd+g`qc_7mfc=o=Xyd$Qv`pAcXy;cS6*}$bfCEd3s4?nzyqmeil*Ls|nVQVO
zviy^Yyv-_PA*1So+4tH4VL>yTcR2Wrivii1!MCS@pm)aX)~}YjaZN+Ngfu}DsTexQ
z?1xj;AJ*-+siIdw;8xZXY54^p49}8iQkVTF?boaNh_CXQ)htEbYd4I0D6;M3>Ela(
zVvZUs>LACpqeNw;{o)Y_G5$)gc@9%ccg2FCmU&kQ<<#;hPgv#f<(-D(Dko&}qKN#p
zKH|%qTq$B5OP%Kml>X1s&;8oTe#fKc%l>#Q4y5wVgLlS$Ttp)Y#s?Vrf@m3AV-~;t
zW*m#UNbZ)L#SivCCbx-{c|UTg&|;D-8XbGlt_Z%dQC82W;8oS5mE$pkkVQ>MNF()#
zR(`ztb#~q?xAJKnnR!4DpX=f$7Zum$u4)?Fqh{7qeZ#~&9l=ZA1?h}=6Y>%xaQ)i8
zuy9$Ei@^F!Wi%ZS?r?AI2AW|!Hau8Q{vgFrKY7Mj$|1=>U-whZBt?8ImezgnYL?rc
z>nS!eoVe}<GECh!_Loq|e9Nyis|x^Co%bzrU!0N3WZM18D_#?6h`?A@V^*BQG~Y@Y
zhq6s4S*6OHB^Ps!r(e3CROHFU8%B_O=i%EeyJ~*v@%l?l9d?J-RKI{L`z40OJ0`4*
zZ*6a(gM2izhZR8v-}_YYjP*_ISJJ9w<6mr(1CqLQaLUZyCL2ylnOLP<2|d>IlxNqU
zDSXEU<urEu`k7Z0=FgJ3)!<c(EQc498>Pm@Sdff~hPmmG)-A0V6kkA7b8t!_1-`5l
z5ZV<-7%d0KN?hnY$So@krqDmb`>E?t$w;pmM*Q9`m<n&NO9hGY&F~G4EhKBunv-IO
z>e1kACXJlmSD#_Dt9PteSC&STeNZzKO)63A&%dDn>>#gtgqjb3-zBu6-w4-=SLRHa
z_0*4VqI281@8e2AcERNFqfO<M`E~Xg(^JUhvlr51VP7(s^?|?RDo6`$DB_0Z2Ev};
zIrgpen-gJLt5llaa}u|TVyMiBBpscANRU?6S@1wFrKl9zx5$obN@Uyo_VOoUy(AiW
z&aejAFmuCrKg`SiZHM)@pDW$-DO_9ybF%Jq31`pIvW|3%g`*}7pF<7~2CxeC(Ad{n
zUWT@iE}S{a=CpsCRpU7jn>|7@Jv0zG<PjVB-#$9uQn_EqTuCVt>UZtzWi+iR?U_5p
zKSN|T%<lS>l4h)7tQBqO(eLpL*^4$r{e-uQSD{$xMOl$$5-e=o*Pu#|vF54Wn~k+V
z^A%2*B<BZJ<f<Bm%l<Mtv7#GsnAUF&@$szQGOt-0r(&`+TT<Ml(>O-~d7^J8ktJh1
zWrp12l^yG1i_rL{MPO;O0X{3#600k-We;AfT4`q79o$1D7Q?n;eoB}gr)<*6(n<nj
z+Gn3Y`Ve;|Wk(p%rfLg~FSwx5oi}D`i&}o*zdw;mPH^E<aRKGy;-k^rIZJT~4uz*g
z?aux>TBkpGW6+nw!?%)}cX?Q-qOj2$sZ;4ugrMA{#yELhoUbSZ%5Fba(K)}=<o<iH
zoK?du(zLGK{Tkl6g_)tjr*RTqFtwH*PB#W=$fo&2EDStV=7i%@2jxwIE?+WeCMZvr
zz8vCy@YA-nT`s5EDg^^rF(;TIGC943-3{p>^MIeCkJdAye<vjaib+_S$Pp`3Ff`@|
zXR$%zQOsMmSJv*jj}%=a58j=Ky&TP)suhB8+-dS#d#I3W(XYx{2n&nR@ygGV(%tgm
zO3H~!PUppIjQp<!4LHKaO>Rcm=8SO^a2?+fBJ$;`{hh_i%72jI(4G*186!vwr$SMX
zws$56_ufkhe<?5ThHY15geK(OLgtf)sQh(HUC}!M`X&6r!KiHP$9C(2isY-pEDg#~
zw|IZ4)AV&F+WE0xukY~!l2@R1xIjlcjLmXmtt%$G1-ZrgBuAigYzC$hfVWrjRxrEV
zd${PmfMBh&D#EK>rb_VaQ^7o~mosaV{Hg<pC8x_T7`h8P_5fCGEho1jr|Qkvhx+ZX
zr%;=Nm(Tpo%qyb_6sVV2B5HObQ;W9{0D%_?8AT7moF<N}TuJm0i)(u}+;&ZyT2(66
zO1_R2AKH%83koUGJSJLNHmx{Hjx;)mr^9`)k#1Q=P~K;hXwMr>InK(*m5_|qBUeie
zWg{sCi-H01>P-2MXvHaq1O4WPbZSb5@9p>tl`eyQB1rwTTOCOcMOEsp#y7Vmt?n}C
z6;>s8sOQsOnzV(F+ro&hYRygyIo~fF33;zYca{sv<XtK#i6?t!m61z2qTb;fU+Uro
zax6xjuH=wgQVwUGV($_~hsRhcUHUpOoXONPo%fx3NXqjTl%^yu5&NZ<ck>z0j<3tX
z$I*mFOT72{3-j`IYa9@{u$w<LvO(&m1RuA_KhiICcJ5{b8O!I$g0d51J(o>71kUgp
zp9WHK{3gxc<_z*->$Kix4Dy?65!dCm`r0w>GM!Jqj#R2Z+l_V^6sLQ8!OuOxwG&vF
zgl;`^)w=9VNG{j2v9Mtlan0|E3WlF{k{{|u=T^-k;S2O$;A&rZFUESQ<PcONfaTTy
zSh020UEbh<7IO7t#M<#~BoS5~TXKI$z^QF_9f`~&zhkoRo1z4?r`n;F(e1c$Y*p7W
zgnr*)4rN;}sIqx9MU<6iC><mjj8f9#`+?-eQR!kqp#94$!hoDz4@N4Wr?h&Xr$jld
zG-#VGZW7NWA)@UKADWZf`+T~*iIpug1Jx>|kKK%m@Sdx+p$QZL^8lf6r^<b|HQHih
ztR>g>6)Otd+dcomfgy3oy@~7x#E3d4?8vhW(iJ+#N*95VeIYkV1x;B&O=Wo<QxSU#
zG=I{@HZ5cioW|G6b~w~38h5XeZn$9&TA8ZD{sVlt@RFsL4_5c$=dr3zOIJ4wn93%|
zIYb+*-Is`>@P;Pwfh9O-kt!BGWwGDAC~*5ysb219HQ?Lp!(9)J&A(2CRW7t2(y2Dy
z?#k3xNlkHvN3CepPKOdtXl3%f!+lY_J75Wa!nerQmt1goV_oNb++%ef$%b~jh3S*o
zYW=YO;qKc<e8@N22Sypms*{-1$P?AgqtN*=&IMEA<-%}r*vT@9AnnvBl*908jRQoD
zXcKSyMRKYC>#J65N8>_%2}zr~34GQR2b#;&*!W2wU$~Y{9=2P{{9yS2p=7kRjIM_G
z&wV)6RHkp{Izt<J90~FaIZc(OGG~NtQfn5gpHA7#>Jp?#3H?W&2OetbVT{rBZ$KUM
zUWnOsi0bQQvjXlS-28O#JRv(&qGmsW7a;?`aw%2f+tN~kW0r$kDz3iWQYITdSUrbX
zPqIVDjS42WQCQSmVf6K3`r&;Ddh%8aTX4itnd#QUXMTIo=%1wcNKs!|0v5*^OmW5#
z35tey9Kf~2rHwRQX1gETpAu4Wr;Qw3L-#@-XopvLS~ZT#M#4%@D}G8`MS}Eoq$JVu
zll3ex^3>3k#5C@=9I2}-jdPm97K}d68hSpAcg@yoda)PkHKT%hK6$`?*uM*IAUUBT
zJN7&%%J^Jp*s4-Xt5Zt!*=_HRc|%QX6N}#ysQhs6!cGt}sD~I{T8r_kV;{?Io(~rk
zX_xe@x84fLaP6H6gTShxRXIi?B9_jee>+7(2OpMJ^DVDOz>=U@bJC=bANW}TK3u6v
z5fKp_S|if)Mknd38~8HEgkfxw)5e>EW<;yU2Egl`=TENeaJw4a$m1ole6DDGzX*Yc
zO#kjhRF$Nf{wW&<oO*<erV;(yU{1*q9@4d-!H5h#<h55;2Dp$?`-ZcQ4X>vB+1;%D
z*d@&y1J9@B8~;O7jZ$yn!>sR0jHQU*V}`<0)!M})ES#;-z!VaVt%9-B>OEPat)Xhq
zzGU8Z?0;4;bZGW(f49q1(0$$Mho*>JYo?tNpkt9Mue7NGi&r_zlJtf8c!omSdav55
zJ0J0OZ;X3j>0^8CPw4hs>MLH@w_J%$zzx9@uj?Be@{m`cWjE0HWmG7F)_H=2(<=hT
zG>-q;mALWF5@upp5gAL0q`hTTe%L+EHo!pEYgfC$dFj2mJ5()z>DJ~dV)p$>`_$86
zRh|kaRm*(i6u(Odd%=fG_Y*dOte1DPeP>^sa`TH+3@0TjmT>Op0uS}4FWfH!sZ!qj
zaDgrz3)j<TcB&_i&2I-EM^Abi3s9Y2NNw5NaL_I{Oy9^Q!@}s9uC5&^0wSa(Zt^fn
z+1f`Idy7leqQrwR&7CoNxA)r+^i9X-<NJmH<n8g7KUU`+E$oMTnof(?w0Eg~w-dYw
zl$<ZmC``3x+5DUbJBOv^2@5eq(~q?>^NN#epP3vjR>ukAcQ(F%ZaZ8po^>cWnEU47
zVKr{u@s3rdzc>~%<%L{R9U!ehpJ!gwZf-NZ&ZXtRy+240&^9%Jh-<)*NtlV5*~|qG
zuLTwu;HP(;|NU5nuXqJ4f=0UsMp~mJ1}VaTy{1H*=k?(7<H_gCbCJ+ydwZ<cFW(*G
zF8*wlP#I11f=zMYsE*0zmW_(02RBVKBLE`EeVK03zN2_lE?{ky$76r=u;6Ck+dIgv
zw*@HDTAPq&hjZD{Z^9ryUrHS#R6n$V@VF@4I2wL_wE2hc-L10^dk5JMR@YXtn&1y!
zHdGn}`-b!+&iqY-Sguk=npCz=p`aLAS}JMMtc1}kX03gJv<%Y$BjqQIR}e=noOnqx
z*m(`D@Mg{iC_B4*-%{@{ix^!YHrDo|XOcLyAZu)@I&zyTnjnYIkyIkn8r;((s>eL6
zPL70|x9_im$<y}p^e>Zmto?#MJhv_$l<{?@BY-L0{Jr!7f}-8oh}%HnPUuRYH=-QF
zqW$>}m=op3G5PxUrWR|47TbaOzUqjZj@DtgmxW4oyiNlT(3)JMqxZ1Gqj5B>t4%7l
z$6~m2vqb!NX!LbN5Q+_?;i}`l=o0<K;hG6L@>~TDlgjZtD(#cpjeE~Ir#<?oUoIXw
zZHd{NB@iGeK_Sy66Cr{I4DFunt$hmG0S?Z}KB8F+taUhxVRA0~O<uc)5R11u)1RnS
zA@gIybj3ihA(!LNJj~TK>hQMFSXj1q@Mfj_U0nw|-w+wVt-j!bs+@6`aOM<4`Vy<A
z6c3Hl)Z<Bv`loT{Mt$M19u{NX{M>iYYWCDRXW}6sys^B58$>JZ+I8#wk*&K?*CMKG
z={fT8b<h7+8<GX!H}$RpF}bk;l}IhH{3)N5l$1yKD80Eo7oHg82%;A0N`#C(Rrn~k
z&z*61cSxUcciJe4YAsj*8Z_Z!M<mqdc9S1k0hf=vyNe(DW8$dvr@R3UAzkH7-=_-j
z;z;n<vv*vhcqXkh4SgD;5Q#<+w21RaiHNDq_$6ywwcP_+8N%jZ!YIBbJS0NuNagSR
z?zABDf)S{69thdqPl$lpMFe(D{O4CXQ#j?k?PGzky6(w?D^ff<FUMDx6A<(S(+~A(
zWCm?$tgw;!ki$o&rfzF$eLKe6=d5naYFvmi6W^un$&)7E237b&o&Gk8TvAQ=^H2qz
zuGvO^A)j-QycHpL!1^09csm3$B30#yS6Ua;FrN{3g`aF&DL@i7t-~nEb79_*EF^`x
z^<{U;M&=In(rfO{=-m9Y0@a8*;e@6Oec;XklU}1PLA6foMuIR^DRyn~=E&k;d>bFH
zxG85s6~%PiKnmR)v);xxMMuyO9_kPqnKV#n1A`(G3$9O<(Hk_`>sWngy^iyuwuzYM
z2$j7IOHY3tl@Wm#RN3cSH(fOZFGT)KpPc^SEkqujF!y)NW{Y7&Pgv&!R=luU&8KKv
z)bokqnAhOj$GIg_KF~E*R#)SobqRTQJAVm$=k>u@_jPPoLkHm_&1EX|mL=KC$F#m}
zXy0p9h;ODSbm;>+3_tBdor6NBk$g|d)}=7<ta7%iF?<=p(9$lFIKFrFP=a>#Yzyy+
zn5j^joRFqZ@<xvziIjrk4aNP`)EU)m`T3kUSZSLS8fGVm{D``8Mw+l$kJ*E16&A9m
zUrj!}>CuU=gudq^<RNtaw3fB~+@4jx+bJHM*?ph*IAchnt~|muV#g@y-X&f^+8a>2
zVWYA?i2e;&6hb?A0gu^kVRC?IMnek{V+)u4hCb58lJSeb_+sAD?6(wRQ8W6@JQl|V
z(uF1sqT1am1zSu*H+the2ju5y!rlQN5zx!HPakB)k4~0d@5)2%??KZ#z%dUDc6Fg(
zvre7-C-y<a#c?|*yUfN#Dmp&CYEts4gy0DHv`+rCLD*mA8dn0Dm#28I@%cKtIeo?z
zUER43!@R{iwsth(ITfL%F<z%2ae`ljq%te9A9i`Bcc!wYSW$A#4&DNW$)}T510#H|
zhf1+Ve<75jDrf7_($71DVPzvF4q`Hf-MOcK7H{#%u$GN6E?YN?sng1k#B!Fy<wYHR
zlbwcLtzI*xrH*CCmGx`SUJM3X%ls15)fzU58usm?_hsmZ&!N+Y?~gvcfzQfB1e<vW
zv_z9>UiGYx)IsXg@TH(#Os><6CD?Bh4ZcMMZ}jr^o9vT4`@KEuRQ$~nnsog1(jG$T
zP-^Ex99_Js12R>hVSSV#yCj<=NlgydhH*^_o?@PZ;Lbm;0^m+>TgL?p2w@W3wWOiN
zT5}IU&5)UHRHeWpF779$ZuA~oo3*juwHrMyxm3Zcmd9B37G$#|3Y#9eUBb(-ee7F|
zwVoZ+<N696)FM?C+cEh)sBup{u;>J6YTkwLKv;zuUxhprF)jIiDV()BF@vu@ga0^e
zaTs<Cb$~su#nVByX~TQ$&M0&l&(Z04y;qpow@!`;#&V_p1tu_Kn|(m%{I=OrLUtgf
z*^w-pPoErz+{vdVtxg3Ok&2HQ*@vOEn#sOG4IdsyxIDqk=l`p8+jWR3Ec;-LwS)s}
z*L?TMZD`k-j<c=jA*zRD^9--%7dl7xpl!kS_LRn)jW)@6#%Yr$PW!Lj-Y`&Y)4bD2
z(&p{`H8P_$zQckBD3b||rlW$-tFn@qc8_KB?OG<)>y`cp8ga38H^GDcOH5O^%nNz6
z2D?sd84cf<`ub$<C$dN&gQrsfMVOc>n8-%YKT9R)6w=a!sI0AdO3wPA9DHYcrsEXb
z5m5Ek=6d*5C+bp!{VfU4CI%zB!|`uT@(aqmD|aWvxJRL9Er@d4Yt4fy5Cy26S}X2E
zi(WBG0vlCOb=%8_kEd!}`O}POSch_Ce3idxl8n?&rZhc<vuc^p-ym<s+K3R_9GvnV
zXS;$`#^8z#n^N@BBF#e_+tV46nA;|=xiUWXR5krx$vJx`;C)^}Q)fKuEPMOt>ISp$
zj(%TBev;bqeEQVZUSC;?U|}{auYxR^q)YvqhGw{w+hxvLvx9<yI!@M8sWQS!HAD(p
zgD_Ddzlw!E>H|UId4=34)Y~NJ^hN)YGdle+RMLJYm2oC8!8TwB9PE0hlQppgaqWwR
zuTGCqsLT6C-`+<phtqp0NBfOUyP4=g#K&TqHhh@4BqjQV3cB!n7KD?HVJ_Z;#*2gO
zMbN9ceA@c8dL%f0`zML#mub0=rkjVzcu&3Bj;(nuYS*Uzw%-Dg&mX3Xt#tIVlq^$E
zyWFSU;Ts&v9(CU3nCUvs-kvFoa<K9eRqB2B^3<+9Pn+&X1LFX`TCXTgx7lw<5ADUh
zL^!d(j{35Ls+xWhzHES+ND2JUDEi-NAOB7n|A9RJI|lgwFb(e?1Q<x_{=)!s0-<US
zCiedh0cQVq1el$Z^Upox{=tL)(8K>L1Q>Y#wEqSHR{al>n3V%~n1AuWe^}suIACcY
z{reC5tM?b<{VxD7aAxv9056c-HFGxlhut*=BD?<$uKN#t`!DA9zoBiN|KPR%6|Vg|
zmE-?AT+0Q7YyWMY$NxQC%f`j>?~|^)RNYk37M8Pud+ol{8Z1X2jb%@_EVQ3%tc5BG
zcSC$yiXjmH`a9O2E-v8|?(^vj>X+Z8xm2LJP6g@<r4<$GWsP_D_xJuhs}nZWBQr0&
z4=>jPybk-4<8B8J9Tyi59YLTG1YmMh@g;b_L~6+trsWMl7tL<onqr1vrt&7d)~Nd4
zGNEdMi?IoDA}>eNc4IiqPRAbF1n%vFWb9;I;dnjqaD{T3bZjJeV*8{y@h9$5F!)wX
zu6_r=9YknjJz0i}hlSq3jBeW+C~)%sD48-lB{Mq}v$h-!;>U}N^STdz580`sOhg;m
zkKkW@(c29AwChQ;VB$b`Ae2QOmNcQ!Y+EB^Xg+!YBnn=wrUWeS#Wx>&DQtHPmiS}%
zPZxV&cC}9zv56RXm?_xFV>5Q+*tu_#^j1F%5@o)YA~h#Ytk3#S$q^@c4&tnNeQK6i
zPSeVrVU}+`1)px=s|jL>C0jxU9}|~aaWrH}tBZIM4<rIG({lF<urm<<kol@BYd>5Y
z<(XKeI+U8!X*;z|{++}W3mxR?YirI!&KD}^REV<xW1*L9uE`&V28YD;ILn~)K8;^j
zvPGha>cN*0=>rl4c}Tnu2@bV_L79kcf?*22#O1J>!tO$lOezK=j*;`hocVx|``cTE
zPx)=h@i^ZvT4aV5j})s6SmC-rM&bzk@H_>d?>$080J6l#8R=hNg6E&+fBvd$<1-lU
zrQW6n6uxdYtXM#+u{rI}PL`aOa2%!`Eo_8%JlMDa@6XMLeto>M6T>lIfs2SOC+C~V
z`Hgb^Qy8VID7j~_Ha9jwc=AAmEK++j)Csh`q*GQ-)H+HY8E!H;FV=v=jFz_UitNkV
zjta^r*;c;81Z6uID1`f{WumYlR?*d;^Be^9Rl@Xcs4<`l&_yT&uqdMm^QG5vWr8+r
z`hL2S18eKFm$DnWG8pQ`V`F<^+eT{G9Guqd7sR7*%3Jcr);WXAE*HB6%9!@UxsA|s
z<&U$`y_V<;>Q<1FHqD<BlWw~bCBo{0m*TYu>+~?00)5!)6uD*8tExY}%77KT(1>AQ
zgRGsq-4+Y|+<aSXJhO9%=h-s49-sVfdZxBhFj1ZM>qO`9WfK5@)t)BD8}MTmJ*&KX
z_T?*#s4ED5OmCubcFFJOJZ{O26-bKAR=8htDrzILxSTON_?eseuWuSi4{KW(j@w%L
z_KVMZi^CD`{!pJ-LO2;ILE0SZhb+rYaPZ8fFidX(LbWX_hH2)-<1bUA3Eo*`L7#RJ
zlM%5Ox*jtLPlsG4Xe#prRDu}BdT(o)Bf9mS5;ADb{j4lMLK~>gxa1ULmFTxVeP<a5
z+qfBLb(I49-rYrDn1zk+1T~WoFvT9jX@s$pO~uWVSrLm{fGK6-R#4FgNd}?++dE$o
zxnLJkqKzd!bI_iNVInShkFoZ9d8_+~ZQ8AjcE@jgBmK{~bMwnQ1iGL?HY}-h+{vqg
zN7cm@#aoRz52Vg7@*i&($rD%!fi=v1<~TIpb1cR%t@xMcej_4c*}yCXd!eFGq33Xc
zwn{}(OW~%G5EV9W$h8M1>mS~oQ0gBRzZA@jd}?gjAtbx%!h4*K*%`VBbLc@oqJfMR
zU#6(1+RSS)wi?h4E7gm=P`HeIL%i(G)aigGzC=VL24+RV1J?!24L$+1^`LRJTHVDe
zsRb!KTLS}!5$thGA)s0$S6jTG>QYo8<K%6_-KgP-7W=;ZjAk!;S_kc2rJq26f1x@p
zJT7{1uw6WvVu9}0(PnAvatrQkX<V?<V$2dxFnz8mCs>ureja9Cw|-Z2p*CYB(Imra
zzzFP(mGZ1HY5^Y8Zmq9MK0TFx%=S-G3onv7*(v-9W0QPawWAOyl_K!pu;y5o*TSa_
z^RX7)R8~2c;7#7sCuTZ!M9kpKVl2@rxu0=(Fv5aIq$Bi<HPFmS)dppq90l#!SwedD
z^NSR*LRFdTIAsERwlxb>fA1<6);G4CCa}?|<n<I(%n_g|*74}=DjidcxN+50XSb}I
zVHsl80q09Bm;2E}YWzTn(~Mui9?130a!9Yr`5@r~%h88!vzOQQIw}0=MtJ_4^7gFF
zbO_UN|5QO2COZ>s6i=mQqH>iFks=#_mxpN>lcWAM5a<(5HSORmcg~9+p~)G4vzR|=
zj=IR9GnpaAslJckR~J02T$hq0c4xDh!K21;Z|J(b4;H^q>za-M*qO^krBJMWxQ=C|
zgbjbPd&X8tmY^i>S;6+ZrHBr`VHaAFud#1GcON_5zth;_x<O|85FI(!mB9b%1`kmG
z@Eh%45Z_(*ty6|0mq?JMyz2NaqCG}=%tuZwkrSL^fyK$)*?C!=rIa0)_Sw`jcjLz=
z8iiyDsYNu|U2%tr7rrml4t=sb#U*z%;CMtn^eMV8Uey>+SWTeXGe`$!v}3AJ*&Oet
z)rgC2v<S*!%aM3(WOG9{mQk6zw94l8Qqwf#c`~J#`J<HmQC;Er59Hg(Tq=ECSG*`V
z%Mp1wYjfpXY(oo{lPi0PhI~6dayr@{r|7C(R2&w!5md#6&Sq>!%yj<A2O+Piw;ihJ
zrIODMA&6RWjdf*mGjGNrp3P^_&Hmy#${+Au*2!D1Q-&wMlyR_?<65G@Inr4fX-MVp
z*oIVcXQ3lp8)EI0OHuR3qe$0{E-!hdu!k&J{IOg#xq88RlJ;J4I~FFbcEL7nXAb))
zDz*Fr$2HM1B1yv7<io-xV~<N&1|;OdL}Nn?;GhdkTpO86!T8|TAr-RLyBt%kdW$l-
zu78h`)<5*M$FX7OPN5IN%d@4YcK}$?5=`MvMa$77+u)TK%@ZK-@nm4gG|=82&@O+A
zT>8FEiGwPZS1YLvmA|cV80h!P()Yo?5`qXsar6q3rs3s^QRqEIur7aqsRgaRQr7Ce
z;;F(nI?Su1V&=KC?tc~4dz!H!jXRa;?5+p+^Of*&IF6rmN2I20o|TC)lRjcd7QyL%
zzQP%euZ>SF{jt)wQvQv@+V@C@vCK|I-Z;{y$T+2$8!;#(9ac)CbtTGaQx-ib?AoxP
z&)Fbl%9ms)3S?krZ?O0v_fys*fdpy83|&L+*mz~4{A?vbK-|6JVylg!LrKM%XH{*G
z?()GP_XD`R0|tAIQi<Q4y(U0(X313)9<whZ81c&Q4b!-MpLr&9`nctT|Mtu&Q9G__
zP@!MxyItXEyxNjWduL}{0DkSJXgWq4B^!?i>vNct>duVK7x$d+)-u10Mszn2Zd12U
zC0PRF_rZl3G&*tCJ1Ipz3l`Wrbl<^ku6+l?wl5x6i`NO5J{1<xncT7B<!IW5z$AiF
zU?8ULB8}}u47_;t4?4=H;MGBLNyOqv$|>k$@()6s`QZ;hCiFq^DAajGWJlU}s5Q)2
z6gv~e2=rgJg-J=pQB$*Y#;K~QDLOn!TTGJCs7!Z%1Rt${aFk+8uVNlXpv#jq?2^;W
zmR2%Ib?k;}Tf=!T;Xy<CEm69Ya}GB~j;(gptbRZ9DV_rP-sd8fY5@5BH2&#&A(Yoe
zG0UM;?4K<e&6VU0XWM<1Ggfr%Qr0o1n~#f4x5Du~w5KFWACWgdW~d+iXVkQP+0En^
z-RV?JVpe1|(wf(XO5plUb!)3JUY9|}Z`zN?{WeeTVRx}Oj)6~7#d5IZG98R${jge0
z9rFkYNlTg96Stx>+}*24+Cb2QlzOF;5ig~oOiGE%Quwid<kz8|sFcSjHkG_f0A(**
z(r?V6J0ECWefv#z=CZoFAz#N#pSV-l6ig(gNxmfJBtC%)K1euW49P!)TKIGOawcj@
z7|eaaxq2(^dfVNXM34lDa)|pj)C2NSx2ygeXDm%61r7C(caey!5R&z3n~c<p0s_bn
zZBX`~Sh}C&kuX6>_yWH?Le+|VWm1VL(<{SfUL|Iw)+?%1TCvYn5<0G3Ds~u@(&QuS
z?qX9-h41UrNkm$Ma2D06sTc~zBv*c#dtM{^i7obup<hC_N@z8;SWlraWb#xo_R;pK
z2|j=RY5J~rt6F^|JRwj5tVj4d;WtQ8=?rU)o!s)H9FuIU|1yP%B8`(PCJT!Nur4%@
z`+GAbPj+|P)LO(D>th${%fOd%CIES*XQ9CXr*<Mclt^h^!%tpc<y?6fI@i{4x$;^X
z|4}+Y;dyIJ1WK?S56ZnodSuUaFijEzGB#1nb|NyWkvy1X#QpB;uA2-nkzWke<=o98
zq5Xk%PeD^;ZNvM{4tdSkU>#=y_p8S9wrP24uZHd+a-U;{<zp3UnjUv01%3#6?S(W-
zH&qn$AAd1}3l3E{Ph*%|m$dr^@9Lw|&DhSUqY``&*O52R4`}_dO|z=0rlIVsykG=z
z#H49K%#~9-uQo%dh4#xsfRY#+ZqeS*>Y3CPN9nVY@pAs9kU4Y>Z{{MhC|%%!of{|7
zm>6~GzOH?pA|S3uU(K35i<(M`lgBl8O>U5e)`DB>CLbld#A^zq9}~ZhH8oTZ7y3!)
zp;*5df7MBzt_z9xWf)8>knfNoL68cX<d7^3=Oe*PhHx(Z)z1tmPSRphC0deaj9}Du
z*)dS`R@-}2ew$B!bv;5}GSZ?C6NA^b=<v|&)UfVkRB2ya(8Q6YZ0j;|TCG^e2Q;e7
zwmFopTddCX_xK>(6z{`IM&8k0rW=|X7$HK?%+B18-}st2qYB69dtXIkR7plJ$?n79
znVV`;r$l$8e3czq4)(5YOe)#foY;Q{6zoAD&gx;B=!@A+lKgZs<e}9jMuC>qv}7L=
z+h(Fd=O(8?g{?J$)Q)SPpPluen~hhBXYZj;;?_Z6irQxlBoaq0ATlP9-XLl>N>m?s
z#7U>dGxb!TzmNhu^48^4f}ivIL0N!o2?8K=1?jgzC5P!|c?Tcog4OgWE4)G4<aF=<
zQP)xbu7>BDCTGKTJdqtiVWj#=xxUWO<xZ5dsY%)$)rxBVIFvDCUDXG#F|7|_wM?x&
zMMc;op^rOH2x_CTv*|H(iTXU)r51O`C233q?7{SsFF8J*Ew5Z@$W$4(fcj=Li*V9{
z&RqfTxtPbZ0++16*w`}DmvGXQ2bOUea?3=H_ko80@_7i(^O^Aw@AHi$gciwsoFd{#
z1VsW0!Sj>27fB%gFPc$QdRhuS9bW3s%b>L^U}(N&+58hU9Bz2=uxODKm0>F={v}2f
zDN0~2x3lQUat@i2<z2|<3)yjmWZ}bujn@{qH0k58b|^`^GcblGB3lbQ?OnqsT`!RK
z`1s>FV5djFbhrH`wLh#+Z8JVf%0_bx{A7rdAg$4ACGCUyEq|i?IxBA9kV7CFfMao1
zvH1pbVN?b)T*%ToF09`kvnGd^!lEMT#m#a&%)uGP$}3ZeTrl|aE@&%yKPMc|aBt=n
zc#8#!z;tv*Ja8Xx6?dQREj35)oEqUM>WFRLg0IQ(O>qPjar?BEkdMPd*QG>Lw6mgK
z+D*u0s$@KI>sYWoO6yFe8=7ZpZ-uyArCdBi92?nAgQIrtqL(&YzwIv!9hVzgL~lXw
z3bdO<eR1r*Wp-PZI;{gNl<~;91910m0%+uWJpCyH7jCH67Wlr@wWh3t5^H3%i|Fb5
zQ@a=&Z^0^M&KA?fFu~fT`PT)gGROWN<j)=)*4tMNKtKZUpO)w??TUs3HVDw&>O#`Y
zFVfIskMSJ=toT&9Z1wBwu$on3C7XV{v+Dn*kSxFh{gIiVEDnRE)p;Qc{UViSBUCmL
z$<CVdq;A&;ssQU5yhF3(UH^2@m3-f7!qBtu{5&z6Lq9drD`AN#clb2G0~v<W3eu0?
z>GF)q>v+F=^t=%X>VM^m*)M?1chE@yk^bHp1zMi4Kb7ZGey!ShmlpEmphly0;*uGB
z=;+qhE=6UfQRguS0wLK6%HOf`$<~E$P2PNt2Z6XWQch7;-l{?tPZ6>?k?}L*bOLHK
zod@|9lOI4S3{H+w8?3(&)!P77vbH8gEP5_OxO9&z9_wy{>zu7efav82iZKPo7}a(}
z6Y3;bFkj(_j(nX}59~2F!~Tp`_s8z1O5cH7-~G#q?}*4~2USvpp5Sd4zDk?zS=C7k
zSt^<UCY<X~!xnl@rVOFSQ6HG71c%_KUPlV1tGc^Q`pfkRUHohiSCfg*@WE9{hVSCA
zIVeF0jphbS5;p}Rmw}Y&3pefKtumxS=Y|hIxVMj6=jK+XO4&*y>}!LF<U{y};J$`5
z%#x+JE#t%6!3e8YfCvTp*Q7&}$VBm=i;}Ib8?vr_6(nw8Ad=bEC9@E%G`ELy2)nc4
zKcql%<Z!)Pvwp(&w3V?X!1)AALJ$ryiNN@zF1F!|3IDW^G2eRTl8of6mC0prbgZTq
zku#v6T84-!ODAYVO6EWW{`Q-hb<*X+&db53`rrr0eAXgSV<eY{#UeZAl0iT-#BGHj
ziZ4ugS7PwK;C@9%9M(7o(Y48xzU!tn9=2t+Pl*oLm>1GR@>YrCcKbsJ^$h<pT$9RC
zE!QxkpSV@riC%+Z`S@3Xtt>oOyQinTi82=}9b{40s;sbzWKqd=L09q^OF(sT*Svc5
zZJM_a($+d4Ez@iK^`JYb7rmAwQ%KR#r&o>?|G@rIP{t3-cKza!=7QZG9yCmRi$aMb
zX3^G16~Si54qS~&U`>v?*U)*DbTq(Dq>|MyMJv@-zq+g<+eb<J__WMx8oqz_Q<UhY
zo|P+E>!!^tCc$`&elNKG7wY-g*W)*$S9gSG0Qh%^icF`c7IQ+HF=gszY_sUlv_eVY
z133%A`5zwJq~VSsT24|%Ql<uG{W;~HZTa=%>yuu^S2JB-#xvVhb-T8>PWSRK{KLzM
zKQoTG;BLxxbZ%c^hZi|KapCCK&F1zGV?g|rG?xAHHP@%$_Z?~-Y=``_(*;6d*bI&Y
z>8?v?>_O!N73k7!x?iR>Ps3q6B@Xd<5kh>LOV=g=5{HDliQh-g8dOaK+&$_{$gdRI
zGH4{my_=i=hq!Z!lDti`eWh(y+P0mQwr$&XW~FW0wr$&$w#`c8<k#KP{mto~In#4<
z){2{VMZB?M{jZ*Q_TIm(1+-DoKK<IO`Hd0xx)*(yI*B51^JuyIEPud^yu3zA#1H(J
zh$&w883DQjWCh13+<9F2>oR@91ExT`R&}n+z>HeglEO9l4Y@7h^m_fq^S$50uC+(~
z>W`wJL)$~14}D+F!YO8QX)^Rm@y?ibXOf!$-;Uj?*!}aENYwhW4omrn=(E+vD%j-1
z`x5jcl+nnOe5-~9<=@1T<D4?TaAn#%*VnrFG`Dqn1iO81W;c>2NZY|oDm1X$F5x8z
zsbbb5u1k{?zT&TUq<Kq7@gZ&lErVY>fRXb=J+TkD8sW@hImS`_!5m|J8ZEK<CNz+)
zh0`)FDU@errAA=|sUibAwF`ES^f^IgYYH|z%`&wh#J$oJhR#t%P1qscK~rDqe%W?3
z*J@xxFU;$2ZbIIVrm$42ZM=A>^ZV-i&+1S2wTxBT4ULJo$T*mttPoIA8dzwt)TpWq
zVGFiSUMiCi$Zk&g)RwPd$1v&qwFxy|d4~6*NsUBklv60lcCyaSsE@W_F1FjbomceE
z@5>j%TZ~sAPFGVV2ggQD1dI_}oGR}nXAXyh*Hs4<TUxgmWk>>*2}v4w6@&em;D9I3
zBo3(^-!}OsmD44pmcN1DQZb&~jY`vM`GwP!@)IlU@dfbuON60;5u?h@3%2d*PjpVd
zmlpfJoumpUYWIy5h}#BA21R0Ft(=V>Nf;p(36|H?{mf9$$K}Qx-OR-PX#zsonXkl9
zNHU&xdpYA|s*yn>#d#vzS*2=ic=nxM*h=pta1JWMzFtlza_-5fzdkG^A2#N+B~c{9
zR<;-9ZX~?U<PZ&H&pzyfW9j^-$k8Qd7s1g`JIQ*+v9c7%XF)wl#3V<J_uSJbh*B`4
z-oFq>{vg8qPsEY`CvEO8@(A5uwGkH9FQ()_w2?1{?mze_|5+Si{W|_n#1Xo$3ZH-G
zqx@YQ`64L)SseM2LjJ-t`GaKg2dKpCi%eqk1tj^4!tpm<!|Bh2kS}1)7pLam7BN`q
z$RYo7_1`9hFfcOy84wbw<YB8|gxZa7g_L7lxMMzQbQMWMNf%z&R+mE{PYGTE)YO1{
zusCd$K1aeNmd<0J&QzVAzP{d(-lfyjP;doWBko3}1X=C}g&I}|6=oBgY1Hn0vOZPA
zYKlF)VfT=2({-20-hG$8m2vm(D!YIcGQ7tfbI)JIP%nx<y;7vel@^9JT8A9S9y@W>
z2Tt3OVq>yal%2JSW)*#~W{@vUot2D&hD!BK=MB`;m6s`axSct%f=#w6;ozXWaJ(*A
z0#`;-QWJq4H=g8xtj^ZVyj46Bt+XKhU<L93Ado>J@`y+@9ulgMJeDAl2}EUQY;MFr
zo!`8Vg@#r|B70Z~Vvd)m$#`&2hJ@tp8<T`0g@Tw}DhIBLIAftWm(0)(<qcM;dTOda
zni0jL1WN40bl<v8E<xgGAyyKT6iv8bsrjWG@nphL#l9@^W1AtR_`Z2zgu#7054>Zy
zW~}FrQu$<Ct=n6pxnew1$_5y9z)rwI{<T~tGHiF))o)e-EPUy?)bMcpIUpIkGvgg(
zn<SgdSc@6$Z~PyNWD@sj$E7J7ewBT%0n)h=u9tD|u1~-0a9n8Er<z3qE9cjYE9igf
zZTYS^^<ctuh3OTZlcNjzeUH{9F`n+^R2{arlYAn=YOReGWisl7%5^`cvFXIYINHbn
zl##sQ!?5l5Z>Vm9sC;x`0*<{&I){!B0ud{aHs)(g7!^$R7!`Vt;%RfKnRX^}4qXys
zP31Bt(LN*sLPD&Ow?)DAI5i3^b44>Rs)UUmu&{Av%9jpvOpAFxSW|j+EEtrgGwea$
z%56M*5M3_B>dNY;t^Ek`3FyDtxqdadX^e7BrSzk9PX_n3;qSmp0h{aP;?eD+)OEhR
zQmIFL=(WiP0;K!IMcUT8?zyG3WO@K^M+1GE8AU?c7+0>I=W3;I-9AJs0cTPP>f3?8
z0#}{L)@JHNXJM0Uh(Z8$wz@CIi{>Jbk?M<+cP6THV4tZEU7DNKO13t&CcN^RIX3Gz
zPx;BXU1GuW)OFM`sB*%D9-x7|rc!SQ4pkri0b+=UMD>Oh!uK|kmW)9kT^jn}T25NR
zsMs#+7+(nis3xibX}lTQ&H&QnPj=Htd9KfvM;D4ZO#yEY?Ene4COt(Fa}+V{632{$
zcysLHhuXY$^kZ;|OotQYN6*|<*H=_O`D5tT*>ap&MGtlL)LFta>f3xk8+rYF2(nod
zMcr@IaIGUIu!x&X6qbIRQDg{QJ&aBsCV10_CPEdF<_gtNQkw+|FJ>iGv-mC^GK9)T
zP`;x_85eS%CW~F3bi_w*&_f5!awFpg&!n@M{KrkEh-v%D=g@MvH)Xn0Ya16<c@*rD
zC#&!!li!43?dids%ooooEh@^git-_;V#&iItaFp-BFXfGLI)?ruOT`Sp~qtS;OjWM
znQhOb$(}W7KY7!zUheY~x*DXRZQ`1pCE9dsuD)OPx-8}6I1u)`1`;OeI#HeyU;jX@
zGoHURF+CsTJ<3wddq?Rk(-iBfYoOzPTu@~nn@paxEO=;Td^6%#n%3LX6C@(u1l_Z_
zsdA8@2fggkPM#M53-BJZFrG1@H*zilz(iB+05+gQ0uvV>{|fOqC02~-IxD_V_kE;*
z22<l2JVLTCS$`g$r-QYt%Zfy<SmXr0h-ZrVcbKBTLV+Rzb2sEepm>QzT=9aFw52iG
zB@>2|SwnXNPC2A6Pg+Gy3NfInD|GfYj2aVN9N<X!6MKsuk?17U_`vVW2c4QX)a5Pb
z2xl#2^B@6W7wWhGdsiTZc}PT%2UW7<FKS;lEyUhnlN8(e2S_1ToNPWn->|N7M&(!!
znHSLC(6pt^$#bms#n7zHCXKGLYBp+@EgmDr1^g1nqgcD4moy}jwm9oOh;7Nb`t(BU
z`yJy7ybb_#Ep=4xZxI_|nA!nPNye0XN(9<m+Eh7yR4!n_W!;^xwtQh(dBrb$_FycV
zQpwh~YCe-PqX|fQ>(m!Xk%uQ!S8uZv=quplYpkewSpL|e88U80??!hcYUYq!3Iq|w
z;@GImGo)xxi}(UbB;#?64XP2=Pm!*j7`%PJohib3*7lZCTsnFnq#2<W9csNE|F{<;
z1{B1M#`NX;f{`!Yd<+4*-%0K>+0MUb7XdHSG%j9A(rV3T60xb9OSG<=g5MHnn@A_x
zMdg0Y`5_Zq0CNzQp=2aU-$$bhQoc+qL0bh(KMcCI2CGM-(V&{^qH0P=n$NPS=WNFT
z%cN<^wNqxNP>s34U*9xWCPE?EOG^iPv?E2w_niuLL6=LmkUvYN-S+5Z_72U@YPF7I
zLWV9tn1F(?>gWE9ia^J<itc-}r!9hFf39=!bR>Ic!y4)H{fdEDg(3F1LH<h0sL~Ht
z=iQlMuae2)M-`30)>FSS%l(^VS}z=1+clwJUF<<N4gaf5-c_1u#u#D7(AXl1ax4Ux
z8Y|Ks#%wJNz%yxi0XyvGUx40xP_Fk)Cs(^R_q&`gwj@vR4;&r7sG-UCG0<&X!o@Dn
z67)1$8W~rU!m6h4P|;QpMvn+7@pb8yh&M~_yNmpl2q;_X)r_%2=3>&eKHadt)ufb!
z>zg2H=@p@z)XT&vS8fiCuV+ZFa4=kfxR*KT+~omXLwyYu-(=o-GU5o;1RW$4ysZ4u
z^35#>eX?B7SAVmV4V@0Fen>J+Fta@-G3+HS-F`OEP&+o|H<i|+-hrs6dI#h;e}6;y
zz*}D9oqIop!bApP%W`o=MDcoe00RcFW^j$?UEWU8ffiCW8uEb~l$`st(fC1tUUX&w
zXlj+ynTy6gpZ1P1#B)#Cbb53O!&|?2;D?!7ta7ogBA*eRMyB!&sa9rUE_*=$kL8jO
zPd~qSfM%*+WV`>KUWC@%Ne#<bU9Ps?F!;g8?UL5}1~(0EDvtIjtzC@wF?>rDj`k-Q
z2gmD6LZ+MBn0{(SzUw!n&}AaP0e@n=EEia=5iqEJvIxrk)>f_C+}^6oUOpig8kTwj
z^9P>ve!)bT`EiWp4-UNQc1x4jQ~e&b>50a+vn(4RzgRbgJAg*I4jkblp+pldOiq_F
zk_R3R<$GMzqTjgxJhlFX3Hv{pTK`+f?B5JMUnA=mCXoGWj$>t@{}*;1hOg1{Pei{z
zj{lfg|2X|?qTg3p#lM(X|L)-V52D|{=K1~A(eqc5-+$ux>Ho>(W2k3h@>Lu0f5H0x
zC?oi?{QQl2`Um&)PtG5c{|rm~6T<J`0{Hy_?)$&oLjNV9@4v?KeQ{;~S3@`b*U<eZ
zuH(Pq9HReEy$W6`CaTCLOIc2tYO)!}Q4+Q)CN+Ze1Qbd_$d-x#e8_YqOdx_B?V=8~
zz4Dcgits2<1b+O;3njn;Hc2^Te)>}UyRV1PZX>_Fr_DFdUcJ50mKwPfvh1h4ro6TY
z@rI)CfdPG8H!eed*zg{O%skV4aOU}U5-zxy+%f?0Dy4+=eXcU>$`qMF%r^{erc#{1
z-|@xgTv4*|#G+HeBPS~@RY1ag$w}ZLbIh78wz*v|ORA4|yhxPYvba84OB=CrAMFHA
zRsx;^gnj&k9r<tX(2kXU{!Us8^8`*>Z-noJ`={yFpjDu4Q%`|0WE+b^BttJG;V>{=
zShB2i@=F@5eLf<1+SGkpGOQGRYtuf-E(6jVGZ$^2)6$=Ujf8z$8r<|;tDLT{zkc}P
z{ZbFCfc~wD(!`-}Rp68$)lj)Ey<>&Dw^y^~qE(Td-#zbqgbhIBTZQS|24b_`I69!X
zWO;)K)!DjrIz7$8)}p(Uhb2I`S2_=_54s~bL6i|%I6$S(eFL*2K7r2y?;e0jpS&#U
zDPc))h;TU|&Yyjar;Kn1A*0W%_rsFp7d%u*;{bnOnyTP3d{Y2|o(MV;NdS<Zcm?4E
zxQIS|u9T+~I5@UGBtEe!e>}QK1SttT6N0#>Pyhl_s8~RXECMurY7DrdpJE?|e;DZz
z;=3P=pC#XGN~uBIFc;b>gjE3P5TZfl5NKp4OH(S5m_l6&q5_Lztf&N&KmuM{p<V$(
z$&KKh#-!lnrCt2674GA(YyAz#9%lop>53WlOxe77b`CqfSs$I1$X1?Dj*b_~?P7W8
zzTkZ58tG;>8yf;iWcvLD(WjUP3A5CT5|^+gVHefMz=Sa%OTpqD?it9Fi*hHO6;(FF
zE>{{qABlNP&Vg-0Kr`~3kPA^x7dkfqMq!gDPQQIXHTg%AAUFRh<;w>-J8*-*Q9M&%
zOM*`i*G@9u&jL)47}wZk1O<E0K<7^@@vg6g-A^j><c2<yIJb0-Of9btaYBENOP6(4
z9}CLW5`p5(xH}1t1W3DSJTkCUQtnlMS%CwSeG{X4r{~5+n7Sh)XH={<Ht;3E8b{;A
z$ksE|YEfk&`bMzqI8?<Vo3`lS1Zl1rShq^}6%uc*Z?pa^HYq;bQ!zxzUfJtp{`Ao@
z+TFd0Iuxa5F(1Zm!(Bfo;psh>QqLYW3S9P;08EzcZI(O@QuF71y*}1|))O&S6V;2e
zETeZ!Oj+FlT7Ng<Y)aSv_}#VS)4M*%7w$(m$7sO*^0O`xcZs6J6NFV8Y6q}e#;;)h
zcPx1tFBe=Fs8q@mqpJVro8EvOg~n*{X{tm_k6vnO=-#|fcj^0eXg-qksE8yAU<@2&
zt`ugOAl^|o$?p=ISc4Xig<mO^3W^DDL3tc+Njz+)$8zv&WdeES1Z|4XF`r!~$^4o(
zK_}bO&|>;P>j{`frnMj4dJq-QOLXX)?X{$rh{Kxfi$V<8>~fgl6NV$WlLJ1SvTPHA
zNIiwstu@;OB1gH*_O_?nftlu5pgH<6&&&Q?#6Yq!d{#8=Xsc8}r(3jo#1r%{C}uPc
z5Vo7Wdf&2$c}bJyzH5KSIV%9tj?0)>pRi1NURHO#a?d}%s2toP$X$a33XWXD8L%s}
zRFbYr0NwGG{%{Z8zWK)MEgFKrq3XbSK>FSDy|kk=)Z(S|jX5IL4{zI~xcywqq@RIF
ztm)TIPgmsn&(3{WF*oH(Xe{k%Vc}A&x^!+NcF;@7=`dq6WdCu~9f!i*432Mye9;fz
z4EHF;#z*ut9L%lXh{oBI$~cDTTc?F4{3E<x=i?2hFul(6S`EX<CER3aiW!;<JlaIf
zEHqbPHsBZiqscrYlFfeRZyb{e@~OeSzzGrN)8=fs0nB;tEFy;Hb<pfYK?_#Gy|g!L
zF}9DeXTXw|#VIFbc58XCTTeqYwWLykuO%Ikr=RHB)ONYw{h(VyRKqx+{=LyS?_I7U
zr^hA%cX1UoBh5C4R3V(ObZWwLOS>Zj5vB?>AA^=yaJ_a!AP{a0(+^qmbmyYFuAPpq
z(n~+RaO^z+Wk=NzgU_x%i?yFPHd&&&usz1n&;|af#d2RjbVVVOPi6%7<IAfdv7^zY
zpl@n+2aXb^8D&KYV?rpSC0>%0n9c235F=qt9FK&g7|Srdd@Brl`(r(5AO}B>cXz;%
zD`*@t1N|5qnFohH@y&|k8}>{%2dIc-<c!e*RI-p`UEQ$A)G*mVrawII$igjxXT$*b
zqJkZ{9T<{YHybXlNvhkij13!`Q2>RY>2u8EUUIXw7PTHD8Oh-c!>tL$mqV;bTRcCC
z_B}Ufcifq<h+vh%YUc0`wDk>@gbJ-17B-)L9|}_Q3Edum88<O*BC(|sqDx#S5}Bfu
zqL!jc7+2iMv;npmX4@MI1D+p#Ks+W&<)@J7(+*+#%E03O=5F~b?br{4YZ_IDHxdH`
zm?ksY?O~Uc!!TjZR7#=KPUF4KEO}l5D(mvTwdddLFe$V4nzt-yZQO!(95UppA<=r0
zl|rL-G@+NTT*U>lV{HK%?U+<MIZ-H$(1k-*5o-mCTU#30s@d26+y$pIl!?@Q_M#r&
z9K)Y(@mwDno!$sal0DbyBkr-5hJ#+~NSERV4_I%_jk=AiZx7-GN65X3xaSh8N_Ac(
zhA(c%>McnI2XO5MhB<A;l)R+O-39s<E|iE1&yBngJ-x6EHQuH-eZc(s;3%S`-?r9w
z8F;0cc>}=j{oeffK{{XydXx|mkZ<{d4f0(?E@89d0C_PL?g2GH%^=yT;IR%e13*p#
zsD#Bv5DQ~*>DQpb#vmo2resEQAO#@%qywDseWz@YQBx!(B|-~$jJPRjxM&DyfWdHG
zSh^e^R~oY&kGYJByEB@P12R7kvfFS{i1c=wOSzQz&JDs!$KAz^<sVQU`#6k#{M;s1
zwWA~5xMwXOuD6A;g*sHU-AchgZ;abFIyA&GSqr;VVjbIDEEhBNKLGT2w1CrRU$j$l
zZc5P3_|^Y;E3^Ohgrhk5=|{*Yp#MDL8n}(#t>!9;o&385Dz$K8*+<r$&dBFhTe;Rq
zMb}W$)lroH{zIQKbGPE`d5IF!M(4`LuP_Iw`xssJZYGf%Ky2+XNOyBnrKwon&5lEJ
zG1n<ki)%JCkbh*_4PQ<enAm;fu=4b0ZGWT}UWc1l>k+a`UFJmS{n!SPK+qN*;G~fI
z)ltuRl13mqF&4~swH$Vlscv+5)`$w@KH)?2M}<vQ)7Th(^%AtDSDJaza#ah>tJ+LC
zIDu?Jg!|L&V##F})sSojA=``VYkWLLZCy+0lx*g%lImVf004K<CV4uXtfX%CC7n4=
z;&^dp&WI6#J7&{?0;j%U8a@PGDb<2WnKMC@?}~OOUrgI+e!7ISf-Pc^(Z!hRyu5xC
zxm#Q0Fbbz*gE1Oj_U;aWNMhw7h6rL_lK}<4s!~Cfd~O<z(U}%@_YtB@0SE0fU*oIj
zMcxc07jMs`?<*38n&Or1GzYJO!ue`(0SnyZ9;!uCEK`%yYDL}8E3`fz*N!E>i;^v9
zl1n9{Rm4wt=YBH8+)euI;&`otUA?AU^~hqD2}#mLC~<QxPa78{S666x_uE4P=ROh{
zmk}Q`3?fgBsM<Rsl#6ey>?|G3a)N;LbIO0(D1<pHIQP_%q^uB?cmk}v^KXLf$K4xz
zcN3aZ+3dj=VA=o<ov~zkO~je-vM;8)0>s=BBmsV=#5NSBJk{+8ldy^7VzY0&N<3eh
zAF3)v=OwTDsiEZ;*8En+%KzjwAns>5gKXL2H^Y(=psEU$M2Fqw=lTR28GJJ0E1^y8
zYr}CvDbKV8NT0G+to9Sw*jJlX(pN2I4yxujwV`*8h7b3U5z1;4m}xEM@cV2(Qf0Jw
zI4sVHk;CdJVXdBspAnA+k_)IEkN3@4MWNg;mWzB60uIPWdp**G(gSo@&mCXH)9umu
zQWL}XXz{bIqcK{v4Np9)h^jU3*ve}sHZuZ^`kfwc8|xmvxI~>KHS*V)hRK<pO)p_l
z!=YUCs44yrY`T0HVUC3CSz7EKepIMzqKSH3#wue?<79=2;r+ydu(CLhMO^`c1?C^&
zvG)h8Ilqscg)Y=+`Xl)pE?mMhxWc3_4fCx=uFEGOVCujw+?ZKgFqgvC_{f-pO5<FW
z&U;;dF%Nw~0MLZ5JkZycf9E~7HG2RgH<EJGYrjO-4;Ya>SyBg@o2W^k6dmD=>Dizz
zC~pi;&7pFRL;1I;_jnp7YRTHld$M7o;$mmQ=jQsg3nOEPD=4l(imZOfgqgpVY$k;L
zj0Yv1xYepd!Kf|`V6>y2z1rpQx3Q*}8$ou;?0VdzJh@1@0-CN*+>{OkWgrdq_h_~U
zii)e~xKmp)w2@DLi!2<^+<;LPuq4OHk{@5W!h`<=_G|T@(4d<=G>8y35S*}`3`sRK
zQ8c`++8u#P4wuQ6IiMMl0js^|FoN@`=M=^7Vg+y4rkAPGiW5|JBv&`oy*E6buRgmX
zC<|gNxo({ydjGiHV1+YB@d#5ZdSGgTl7Vz_L#{~7t&XHNK5lOBLFct5%h3<^UvQsy
z36iEEm3ghbclRuah6AaA!JM~R^?wt&c4JGk1ldHkx_xel3A+m`pF(eLy4lJC(iK_!
z<<A~Q`dJ{0r|5@dNm8s}3d$f85}9}vIv63^-K%w-%ztePj{^&dt0#n;NyGn<odf_?
z&o=|tMa4U5>R1Fm+1Q*}KT`Dlu=Y(7A+oJj(XGr*(VuNM)NWMLqf?n$XP4>&j0D=f
zVdtB%01%|yabX&CB)^ma6_et^<z`4%Oz!uYYQ}6ox`_ZL&4DA<D`n1&<eD>L;BLdL
z-=^IIg}%HTum^R_Zc5B9Mpg$^<Lr*_#OtUihNy-IHA{EZ+NH@(iR~D+$LA6y$h{2j
z77yB-kAlH9VNd98p6HtwUF-Q{%Enzr=_=^SenOPbCXKakx4wYPX8niuUGH#`iqC|T
z5u6!IAK$V?Npc+Vx|xe%(nAb>xiu9_zRZ$l;zMfMaRnvdyGt;9QK!+zfhjxq<d-gs
z>1C38JTe0p2<}<NRIRHTdQ&&%>s|wQ1KB&~)qeCsI;Cum(Ue$%F-GiwCuK4dRsb_A
zY?cI0aA_qu34yLYW=zbn?=4z~XR>Bdfh#np?egd6Nr27=Zvo98c};gla9*6nUf_pI
z%9if7%F~hJXZBGx3kXnBc~X%LJNhoM;LOGk2o;kAJ4nPSgS1*L)HFY)MUqIw4#E@s
z1X^K4_eTj*3llO+)X0&cOXolMTw#Q^6f;v6bC)Xvox|lORoh;9Ee@j`8RPcM=(KCQ
zoWowJ=d1z+y@X9lIpvwzL~jb_2K0Wz-0{Mi5I>d=ojI7bMm#F>^ATbRxgJe>wvgJT
ztiH$+*oSIYk%U7%WJNqobjvw<A(nsdDx^ap@%Dr^tR8+ZL|c(WxZ5{7Si!v#&t|_T
zpwEj~n$S<hS%RwC@IA+LgqhYnpPfk?eOJ`_Y)Qe6XgTYa9J^m`^Pn=AcYAvhy8>yJ
znp*SJGGH5z&q~&~?)Ok)^-x{qJVBtc@^53|`~7Xd6VY2VE<>C<+51NJXg2EZw-d%B
z@5UR9vAEs|B3=!&B>h0xCki4D1K?!Rnu$3@P3&4d*RoOi*2B+9`^Wco`8*~1?-;rh
z$zq#|=>&TG;&Z)T89E6nA@!DlNAD&!mkm7o$L1-U;0l-^N}g3Q-9XjEk@>CC1UzW1
zKHq0e`$o9=?ga2HF>2%4QdV+COGgBNtjtB?(^2cO7f!cWdJI)5LDo2PHtwKajQ}Su
z5n%Hm;toGpbbGWQaaib9x}qD4+J1Zgh>vYVUa|bKTK@a`wT*Bdc`%GKOab!7?VINQ
zpz0}BERC^ektMcm6u=d{l>Yu<241C5jtgM)Zv-zN5hzJg#uDLzHAQ;3h7o9li8ZOF
z@EI-;97cdEJw&nm9XESEd@95T0;$nfOlCZ)lkD_@e9iAglrBTw#Mlo_;8Ox=*IeuI
z%Y5qLA)DXiBK__<fV!N7b_Y0_c8Q=V`KVf8_5$$~#j6rBDq9fUNbv9oJYS>c^$xH)
zeY4+j`{c#mf=yKrpEU5{kH&Ew7UkYHI&Q&R#epfKFEQVv&hsB`wtC0B44c6#*L{$k
zw}C(-RLOx$uhVN5RREKP0mUpJwca>oH=-`y3Z3}|@sRa|Cvj85dASb_j!^q@Gr!Z;
z?lLl@EP^ow_*a9>m}0ohs52;X1AWggTr;L(*t!Rx(w*#dk!hKZoS6$&15S8f?j>)0
z6;YK4JNdz=jJ*2o`CD=9;gV0(EA2R~-KSCL-osE8Yq7|;x15-*q78p@M!{yAI64?d
zP#(Xe`^r180t++T)9yg-<|ry|9hVQ0mErKHCe2e#3C0HG?^TVnc1T`_i3XM1OT<CG
zDop|t8dO}j;gfRQ4609-$MZ2-`ECHg2$<gL%1+%<tL-23X&pl>1OzeEwWKmx<+QET
z9?qi{^S6b34;jT)*n=GxS9cmIQ>}$y75oJgc3x(D14rn3QecjcP`5gK+Yb1=5}3cB
zov8MI-wPeTlpwU?T;?$oP%)JvYElTpYddyruaAmb>L~e^`ufT@NC>JFGlyunbrX9{
zU>_p;pqdl&h6%sx0+~_n4w?c~b;y0ScUcK`L}wM~EtqtMY(D#7p;*3Em#(szGxQAS
z+|K8bnrLilS4&3l4kk6l3L#+LHI2+Djt`nLpnXIa%Ns|h9Oh83)Zn$#crcxU53XSg
z!v>28)LXzMW1}`kVq(FmklZyBpR<`)yh2h>_EJ?sd;%rlrAz$t7W%7m>+jx)e_lfV
zM;8dgpBsD~#6Ld;NY%9UK0jZf&{e;S0zje@z<k?}1(W;d@Bd3L^Z#Va{r~EE{@bGa
ztB;79k(ud_#%-pr3Q*Sn*mbioGqZe!OaInj^YzA`_uYRv{(ay5b@RX2cQep2eqH<O
zK{j&yYB&00u?zX929~d^?Eh-j%kZ`8{coT0KN?v6T(kW5A{JIA`mcJ=zZWP^y1RKI
z9sK$Xm?P4MnWJBK6gC+<6ao=yB?v)NOOP@oPxPX6%q?`3nrE?EwPZ|9ogiWqTWv6F
zoAIJe01Rvz(?<|2{3#^Z;zyvp<KC&AOuD|)^+6K&vN`zb;q~e9I%>ir#yRaUb;o_=
zIsGh6=r0`g(~u$6eKRj5B4wkLyq1ztzF2sW*pPVG5cu=j^BWA8Ib1(r3f0fx<^F;t
zQA^~2wTs6pJ;<IY*a#e?Cy(VP5z=+&badGODL;NAhF0?qSq54bCy({G<rZYCJeJ2~
zNh(pP@kvq1<<iKEj=j*4qavwv7GhT~7JE~p{nK?xtM$u?5n^&qdB!<;M*Rl6S{V`H
zDGBMQ2*|3jh={Q9i18T^pVy)J@@#GLjhMVhPhy(8laZ6@sf^q83bR;x^4i$>Y!AJ$
z3bXla9G;YWLjV04pc%4bd{L0dAe^9~A3N~S+<>LIwKFz&FvtM-@Q~b)k-;SV@j0Y9
zq`AepCOIcFS2;&t!xGd?_>870Ps2BN5O)-HaB4qP0g0T#8H*W)V<%Jg20(R)N<U?R
z*%{0k3{&ccFI&b%ki1c{$T@VZqy(=+4m;xQ+y!NhjiJn_^Vq}4)QEL7I=%i%2oQcf
z|BHyZh&N6fS%dIL%Q`u4p{pc5#T~Az<pNN?Bb;)85?8{*Omx}Ytb@pwcgx+*2ff=)
znk_XKtTXp5Cv#pG8;kq-&6a0LDoQQguFVM6zDB~2&zIvSk<YVQ<#X;1t~qpa!7MD7
zwN11qg>1<->2s*sXlPj%<;}wV9{h*$LG~VO$PY3!!ohrV_&3|7!WPOchI^a|gu?0D
z9*xs&PWmS?;;u4CE*sNthe412XbhYkuYf6b01<H7db%C;xKzqMbs!@`q5(}Iw=1+x
z;gH_|N-)W244{Up8bfYDs?mE#42HvcNAA$p^E|1YS)mo*s?mD4(0j3K#H}7MfRP+r
zZnv`MkrUF!>68lCv`Jt0-{G&>N|gNvhXHPnu4)L<=Lht6kI_uR>IYClT6W=fspwvW
zDngt%!ed6agn)plgfA;W?g|ILUc0-d2&r5EjO<oI(4fLP&p;_4%6Phil5`SSULcJ0
zEa?!>cL93@1mfX?Ducm4r9f*8@bQpK7TWLCR{4ud2f{o?a15a9oVA4OAP7Z8vV!Ha
z%H4}!8E!v*C1u79Z-4oPP`4pg;OZ8L_)?`pM%833hkokGkkPVn35kYIS~%*(K>)>!
zgZ7NT(+%ZVuPJQI#VKXCP%;wI*J>|?lzWe#8A|0a0N-z<R%;WZ?S0^&tkSA{PXlC4
zHw3f!wigM%-EtSA?&;b36!w(xbWTnVgaa0x9k=^V<!a9ED&&c^#f=zY8?I3--58=V
zh_DL|wfwTEVqJq0(WA5=1Fs+8jZxbVZnR_^?BBrWN-G)<%Naa7EW7L+hPTXxhB7<q
zRF8eJA!)KKnCwqY7=RvZ-0uIN!w-l7!gbBEG@NJvyE?Qo<LKr10`-iFX<@tOZkcAC
zPH2IUSC_q62Bpc13R~qvq87qaDNV|ryiMNzg5rIuc|5Gcl*JvnuKn_5y74lbyw_6o
zjlREL9)0oGy2??36_N?hxZ96Yv1PN`JTDlSY)=e`Y>*2HY_@|2y*hYks3Vo76Z3xh
zCg8HuHFn!9{$lAjt5*n~--sttJu$u^Whtywz6RvOi3rQnl4gtD1xlb&zT>-jrgR0f
zTO8e})ADm&-SyrGfYMNmRHq=IdgGk@?3{l}1Urq{<fBa`o?d}oZa~k5#pQ}S)cHzE
zy`J99MfnTnYo_d(ku`FIF=lFH<s>3S3km1xtb6H5FPJc`nx?L*Dfct^I}`=u?8IA!
zC019{iK;g%3pAIaNdW8!1@E_ZP=Ozr2_H_dBuLS66S;oZHs6CjW#K;#J0*wd-cAtT
zxU}rQpC~KdSW-JnUfwL9P0$=z*mECL^z>qeiMKEH=(<Jxk~fu87ah_U8Zd&aj2s&n
zFxfu=^+-hnI|3T#$CjQt`QbXJ*LQD^#Ftjt!sg1#u@GZL2#J7X^INw}Xwp~hY7|uF
z+lKDQu<wa^Wn$x#EL|9=3~|UF!VSF~qmbuNL~5m_bFCCa(VZ?KIM5wDolpc9P1KD(
z$5hX%YcXry8+NYWQ8_k(u98>jw945k(oO-eU#}nmeKg6Wp>{yR_IAHl-8<_yA1Mlg
ze05L99|;nn+=nm8+rBo*TJ99iE_&9G#)PWnKgh9#j68|mt+pz@Gwz~JW_Ij}<h)rB
zqT5|Sz4aBIMVdTZBg!ie+lQB|GV8_JuLmgJ?0gR~Prr=1Z6M_ApsxYN`Q`#xyg=RI
z<ibPaypC;){6uA>32X}%#=q0)LCb<;#a7}dFO3=A3#7QC@4-azp^eiSe{gH-p!va~
zkT$O=*p4-pHN+i-bleFDbJbmQ2`KucJBa5A)CD|Nz>&%1Fi3=Ia)h<D+${mIrHWW@
zyP+wlxUp#u#C09a$h)ro@T*T6`oloyY^75L;c4!I-D_I!8fJb=r0mFw?fs;8)!@oy
z50^wM!W$yB+h~sx-E$P7rIg13&)iLMH)&GrsqRn+3^e8=Djz6?LK%!_1xlJ_G|CeY
zk~pmf*jw?lR2n*)q{`iEmofahW#M-!rM=i(>{SuZ^@rKj_Uo99jkAC4kD#AhQ$R6n
z!U-}Se9-B(-Y1Du#?{@3dl?bBdkKoUiK9PsqTau_Ufi7~*B)4)sGk!CIls3;CAk=G
zw??HrQ5pc<S{lsP=%2_me|Hn8J(ZwwJwio5{DM*Wr6O$VqwCm2wKvre)3dr}?n07n
zAt(vTFJeHRkZ5?f-V`G2jJq_yG36L2wV$b(nkeI7+H?cbm2kFe;5*Fx9DEClh9%!-
zN-2^v1n6a5v=}S0kB&$Zx|oJ;XLvfdJ{c51Wk8ZCXa*iPj$}FJ-sEr5h^v=&;iMPO
zCEea&7AFut8taEf?!5TgR{L-zP_F5hj|w6)nx3JU1cfFiTSQ|`QD%27E=_~%KDVAa
zJb=bzhO?UF7nXle3axRGB;8C}&7K3IP<nVRu+`%M=R0mL=jFaiI=dVMSAFE|o7KAQ
zaMc^0sa>3Wr?k*{<vxBmc2rSdU&wL_A{QCPI0&8te4`77{z^)RB6<4pPJjyw*8+|^
z-cD6K;*x64Xm9|DE$(VFT9h2V^@Efv6N4Go$L-*STpv6SkXJRWk(aMK_S?sajj*VT
ziK7FX>%RGRp^YxDD==4S5Nl*Hl!_W1H40?6AUq;L0^;TX_K7ZBPEGfF!~wMXiMiOT
z2U|=w4~XG6;h)B_OyoJ8s*`gn0cbPdY328!*A3(Q1TJ%#z`(U1DeM=^FAvQ(07+Uj
z)=A~IIVot8)mLt}LTg%#)imWCP^+qQ)uRZ?dX8UjlDUZoaTk_G{VpRrF%a3ndE_5$
z@2xeliqUOYsaf^d7r4QQ-7j?8Io49LYC`?|DM>R@VJ9ijv~IZpFDbf?Jl_G82O*@}
zGHeAcbCFV)FG9}`YeIpAjv$*L)g9utZ;25V$>Pk62}zvCSm!JmVUZt~l%cCPP&M1B
zW7p_9nxcM*BFsrxTu}_o7cC+J!M!ewHras@XGg)jChX2sppM9o7Tbl9M4k02PQ$od
zu@N#kPQjA{D=h4p_KQ;{(Raw<E)C%<Zw=kU*d*-CR5;ES^5Ws;Jo(;b@7J#Cfh|eE
zUWSMnF2QlCQesE#-|rFWI$UYILICf5q_<tGUzb?x<a{W!pfCZ8I^Cv5%uh)hAto9x
z85`EM_mikwO7h4g%%&-zy6|*HL^Vy~nNaM|=reqmqQci^hNl<&CA+Z?RZu4d$v@sD
zU38%xT@PsoD^=l7hACLZZo?+6XIq!QHG9QHjWUuosbo>k;)CCnTe>-O7vK{am+u<n
zz@bKCssFrlS>49l4S;G&!TIR5OOa$9tby&44d*qP)$E%<p<`YOiuQe$xN+ejs!I2u
zJ)<HT-kF^#J;RcF(F6eL`!&Zqki(SLO_l7RnQQTe3|r!;BVv4PWj$$-Q~_(TpiL@^
zl4j+oYH}@$ReW5M3C<Wt1$UmJZx5Zc4wxN=3L0!*JD^6}_9dqbSWy|={I;GC*rB6J
zo5qv8G$HtdJXE!0!F;Nfoq(EAZVDILPBHVVSm|tfB1*fO-8qS%r2O%@8w+CoLApCj
zhN|m{7~VY51&RoO)I<6hp!)RwK~?QAuw3&IRPS$Q#mL5moQk=+Hbp_MoaK=)3IRZ2
zj5~1ZM3NmI;DEZ!auc|7E0Z>2Jl9_mUzxTvXc`T?u*4S<&<Jk7pU6T;8W;Ea866a7
z=M^u8F|;qtwo@kYm@e+W$Mk*C*fPrM{lU_Sf<)<+(XWzqTM*0vZQ$sEN7^8c;OGZj
z+jPHR<m!br3J4+vHDL4g9%S6_@~sk$M@60TS;3TLY)u|MspR9q%r+<Ls%X^#9=N=p
z#zV{vc@Yk-wwt3ZVl<KCWWQcfJ39~KSAIyfjS^_fJ}7B>o}t=Xn>-GwS2*8^e>mNT
z1|qj&B=?Lu#8R_Jp`Fag@KtRpva)3q^NC)qC!?CV6rI#mB(P}!w$Wre$g&+Ypd}NQ
z%_AP6`inrO_tRzqwbS%%_!4hFo@!J-(w+?%KL!q|*l^86V^z6dovr<rU`-O0QX6v%
zR*=P^%cfh>MFl#d>e;bYarcXf2s1dEOl2tNEu)3#{_TDooX&;WL_paj(v3&a?DKBS
zV~libHaBKP;Wn6F$fS%V^@$8(@M%lWRtnT_+i1hWKglrTh63+|?;Gn&yI2Xm7Lb{Y
zyJa$~vd5E8xf$Dw<lR0m#oStj>@q7&C^0v7@5%TM>i!7vd`MIj*h4M?ATaw2`?>nS
z%1&KetXWo5qoLS1x~}bk%>|yD#-@&O^l4);?8eX=Ih0ryH59DCHFIZm<z2pG6Q>BN
z)LQwb;mU*j9_<zu#JeKVx2D{8%Q+CZ3q)jLH^EenMjElW>Jxw~+ShQ<C8Ilg*xWB-
zFB#p$Ur}+*1)4F+JH+mVSON)twgeuxBGbo_5_O(amhLAk>@RHgkZjlD`|)Xb_%b#<
zu&_C0NwU)G1$$=sSV+rIMNtSx3?wAX=^?S#m1DqOiVGEqWDTuA@lR`M#SWU*(N-sy
z8jjRS6hI8VlvP}Xu3R?Z(Rr?Z39Mc4^kZIkV6sOaH|U68jy`K{g*&2RiPIYW%wo!}
zrP-W`VvY>)$Y{ewK~fE?$DU|%(iW>$LUSQjMiHpkMO#f`&{ApzT1braZlmsaThPeq
zz6{TV@APdUPVIqS9nteGz^kMeC<0f8P1b9JMWTfg3_-b_uyH(Ezs*A>y<ex1ui7BX
zh^lRVTAfP3PUl9~xcF9FxzD%TxDjBuCijRcBF2gqGmMUsTlT>NU~2xl#Y0KZfGD8z
zmOE9qd@L(a8nw^|+oc_bqZrM*Zw`lV4!1d~MU*DU|EifJ@R!zQv60ku0g)L-2etqz
zH6!pcTtlQ2U$DSX;e^bKbqW(*tqJRi3x1uLeGT+<C!;4ijeB~9A(eZ`FDMwkA3X=4
zAo?+>v{m>EjI34Mf(^LqJfTqsaBn*Br<`ul3$s-e3#!;}W5wfIPoKy_1gm9*-Nd3)
z@#^6~NWVbaU9}Gk2bk5h&CzzUUSTncm;v%W$<!HDhb28&w4S$_@Tg2M)SSD)8I@mY
zZgYF(E^b~e8oHg9sdcFqlvY1vJeGzT+3MMuvRRJeQ<zRD7BeHe;uBM3FI^x@64Hb-
zv`3H6gZlcw<H^~1F||}&XQCw>yqt-j9`IaAIp22iMm~`*1Mg_Pi?ql0=|Crj*v&}C
zYMqk?ceK&2oZIDGAoMExLdQVQw2|?eKfwulLfDsto`bMkpHJBI9A4~d#PLTttFRql
zM~_<0BSF*|#a3Xrlmt!F?A7#%8OVN>aklOfpdFG|+A-()@NjtS-rdv}Uy9!;pV)aN
z7Pex`6@Hig+27`}YKV=-|HDByOx^RwNDiN0qMWsXbT{;(^CjQ(b1<lvCF3SV3spU}
zWFxZ+GSYJ|8u!!o;i<K%^Q())R_tw#>y)~T>``N!ie^0>b=*R3QAt4N1?O6-o*i?2
z1lFb-658L^W4o|N={J6rjDEI97wNv`*mTWX_?2zoQ$k-K{Flj_Gg8fyfP#nPQjOmJ
zZTsqnsEmf%JpMX)umW3pC*4=rSTqZ<CTMrQ3&=0n#Jn;iZel53m??3^<9qPhk(K-r
z{WGxd!2vO9QLaoyyZ2o^VX}=g%ZVe;x{-ZaJ%Umlu%P^WvQ*tez3!d}{x;Qh30y**
zAJ9=oMmw^b$?wsl!5TEuu>59sR^~x{yGWa&uHY`G+y~2Y;7BDpxv}MaMFm8R*4q~y
zbG0g1R@Tx=XRzSrIvX6$&<B-sN$MO+<Vd6>sx>Y}VjdPQN1CL4F4HyIcH+_J{%sGZ
z+WAFYD)}(`*3GG3dy!#0N5KcdwXix?LX4}cF^NjP8k&BU=#?d8<>$-t^~SfSD)|i8
z6N|r=RPaeC^=kFj9OEXKp_)RR-3l|M`v-vs0f&%f#0i^}2*khsDi1K%VqZiGU~8J^
zD)aQ_irLO=LV=6QF08Th7L~z2VgXx7Z&?CMv}s1}z@R1TsJenoa9*7Scc(%5aI)e-
zku9nzS2?25yyuCw*OS3|S#QoA>70dGjSuc<IEc;hBc|}Mid3^wM53lg3OY9tJEze-
z$vAKa3|g{SG?t#cXcjK&Q;rDy!qo&6me9ZLmHBy|juxhDaIF(<y&+AUm)?M~7)gzy
zjW*>fabl0$qoo7=bm6@ktrPRgRy8?7ISArHT3+ZyizTXq(`f(hFyG{ayQVU)x!2EK
z_}Yq!{Bdf^qFT1ua&i4!j~(nT%`8Z*p4D~%qxt*U7CkRwMz2)VC>zd?*&jdKKlT(P
zf_{@k3i}b?q7_bU9^UXkxtPg`=-M$Bcts-28BFK0-}As}ljUCWu4&2E&JVbiJ*%fK
zcxh=%XNw-XwEz<-!?Cu(yJ=T*ca;2$#khz>7kRja8$3kiEm|oL@d%pp6OHg*>#6X{
z7`E?iNgxZ%zY?=){aPkVBI$GOZZM3did2*+B9c(f%3HCG#dPSn!3|u>t12@>XxpN4
z8|wF^q?WvTVN+{vQ$;?0yK!^D;8A$RrS!bZPO`r<SeKbfc-cA#1bqrV?N^~dk1=9|
zw)^(>Y*rD}*c^*WwqfMk?_YKC^1&6)YgcNVJQcH#Vp<oZAuwHuJSHk_^}WB(ZOP3U
zYEZkLpQnqbG17QG@E0|LWwO~lU-rU`f5~ZUS~9xT;0^{0NZe-1j}uBd@<blUD`S?!
zjlFMQ&&>@n1xYz_s+zU>&hK;7fe45>4^B-j3xvMjQrs^Fq#tw+ia+Js`)G)mIA|qy
zm&~mYm~PhtPCr$~v3$g-cE)XnnI9OBW$opflSO79k|W|*4lQgfKUC(Hnz0X2DNfrG
zv$eci<aN8Y%w8qi#@w<1PdqX2ySr@o5cvCuh=N?g7B7nvE)c%D!&ks|;iS5Wum?EO
z^*elWPM?1E^XOLT<2^i`OJO#Ya?&yCHKwu~shFETyF2a`O*F8ro9}@{ZwxE#aY>0s
znS9Edhd^C&X0cn=Ja_H=?gw=s_6NL(h33gO-H{0EP;ITw?SSImNT@+aBPIXv@9&mH
zS1635xqYd*oiqM|@oW@jhTASKeTD@JB7bJvzk*a3QDC&rA@VBAt*SS{aciI<1%}J4
zKT;g&gzlPD*L?sC!69yCwOT6(yF)*e(<x*!G5LPRt*$!#(1HW7tQm|>yRAT{iF)1@
z%K2tc<pVJEb9SBwMPzpyfL?){^dj|SzS+kMDdO1c@m<4;fC)&!ivaZ#IJY;f-7r9%
zy6tBN>027pxTbHlCKBme@!lhJJMK8x#$$%a_U09e64%uZ-4o=68MyrOlTA0klTMPh
z*IT2}S}5SUI8+tl)NrDNNu3>VT2?(d<Hi%M2?kS%1~!ij{UNnA4QGh=?ECIH1g1__
zp@j2u-OV{ed^3og)OXm$c;VxhI+u%;9UZtnVx7;7dR~7mm#sCz&l&K&APoF<a2%xu
zc8qZGTK(oFg`lJt@OZdjnH5cW=3JxS#Ffk|M&EDjM#(wt(u}aU=BjPwu}1a3KU;X?
zBO^ga0+h)8asiEa!vm&D=D)cOySU45cYYw<@o;)&WFcIObApg-caJ)wmnYK|^^-<q
zX>mwcX}l;RJl<~g!p+>8X)1!)Qu|(C40Tdcd2wzozH&P3+BeLuHRf&+?gn?rGK@AT
zdMA{^M6JU`CkWMB+DB;nI}oQ3onVR4l6|wXrWNvn$ZBj#>?>xJ$_ObxF*l)$Y&iz%
zMvR&9-5!N<j8)sGKEJ693yDpm7Nig|BH?>6mGNo-O)bvFa4)0~%2|wYphZx>Z;j<j
zV{Y8H`ChP7?Iv*y0(1yCzsb6RG*(7s@i~wJl{pX)=Q{?$j7ry9r?Vqc4-LvRx?aAt
zn+r(HVFj*L<yoDD6KBp;aX%ILAiy?wslqgxJ^A#FaTW&@f%Z7dB=XfZ|Ja4rUL(p_
zXKKe;2?V<$f|WEK*^mRn3x=Xx+A}z~ZHmqOS21PVZi5k1I)Div1A(4!oieYRE>)MZ
zIlhf~JI&>RxTd_*yw$p@d0lxkuRRDEEe}~22tcF-t<r|9(UDQz_+TYz=E9pfze($+
zui~Vs8nL4Lfh`mwbw_3Y$UH2T=vMhx<uUe)pQWJ(>2B3T+pZ*Jphzc{B-D1K>Gb#K
zLwKqb<WgWKD+l4pz!|;yP(4lzh=RVgCOvG|mf$H~+84hPt<W3=syLqUM^CC~F35PF
zP|@?rT@qR9$<8FkoOZbL`nvNyD`PNsaxw&(ISMt-IwA|PQEVQ5*1RAo1rrJNsBkdL
zTimK;j8SpKkB*Ljmx)md9kq_CYg{W5`Kq1(hNF&0uh3WF4W@~tnWn`d`d)uO+xk{h
z+gOw7eD0zG!U`Go<3zDNb^l)LQ5q$o#fW7RXU^ot@CHPZueS<jS0JqqIXo*bF{5=|
zGqMx5C<x<h6cPYoou52diBn5}MyOzxT=MpE0dK|_GkrRKPP#E*2^qO%kl-;mTNoIZ
z6pWob1LSPL$(MSUzXl$Mjne+~6l0o)cN5A`rT6U@T*5W3%r~L6=i4D={JyIgU>n;{
zMfGvRf-BfDB?zC+a7z;Ag9P11f+4@BibmC4iPp8dIC74@p#v=9F=ww*{I}J|j*#&S
zGAG@}j{Tyo-H>JClf#CB>}G@!b@_Q~C!-fuFDeo<@!ib8m5|=De5w?7Moto=@Htav
zwYwQCH)U%+3|KhBCwol##Y!JVK%tfG>#l2!UVgvo^_SMxH;w8`jKgv*UbsuUFpQ~#
z;U4s7KD1UWv?EIIcPusyfJac1`l#2>*ud%(#$*HyIlBT)8K_3rT0pLOyZ5~|>GvSv
ziN5xV!jkH$mXn^-D52ev1KNuDomJ)}CAm*NpOT)qO?+m!dqP&=679gTO(=E8onasZ
zD4L$7D6p`Fa^&l8Y^2h#g($o1H=#3RLU@2wP#4N{`r$8C?gBrkRW=|#i}koWpIw`v
z@3ldQA5Du{p9-#*c-$Z><e|BN+R4G-6g84Tven;l(;m@^12K?MDWXG!ucSYnWVSZj
zAMd45-Uy-(H(gv*+cROjEsC#ZLkatUq64|JRGdxhQ<t^BXvnmygH7`6YzJ)~h4%_e
zR@M5SCB0xk3xvMOi_0akt!LV>9=bEw4>O-Y;_6H`|12ugv;9M~R&=v9`in^WhrVlX
zX6tBU|Cgh*o|O@;loFq^s5+&To4uKyp{%_PwStkAnZAvs;a@)TS4o+P;s0-VN{CjJ
zR*Y7XR*Lo?805c(ru1m_92|}8%^WOf{~DRHw6Xqz0{oSZ{NDzrjQ_`xDRbI?D>P+b
zWbH_6`}Ldtt?-oVzd$atGXC$>bjB|={g12vHm!h}j_%Jc1}_yCP2|z0OS@wncuRg8
zLTLlmw!@z}z`fvr6#9T5LV?7gM4_-`fIuYZ#<GrL6n+4)IVpS~gAr|@k}88EVfw;b
zmsy9u&fA+oJFh+-z28z!s?s==jy#Vtt|%dLm%?L2i6+h$ArSa-?-2DxUIPXNfro{I
zPlJ3=*+WgqVfb%8p^sq+9U==_h25*ES5Ay~85CUgp@m2SvIOhePX+rMmf0)`JcZ&G
zRWUKs<=SL8%d==bl4q8;=_s=oL&fyyLzNj-f(A$i21$U40|V7HS_MTk+|H7S)!l-L
zgNVr-{h=zoDk=|ma4RJ1?Ca~BF^zb=D}FyBsS6RQgQyV)1d8ZdK<MRu5t{gN_2~H^
z<dkd2D?hR`KlYSe`Bh`Ajo!*~jt_hhfcaWlDjXv-QI8I@Vp5n47A1vb#cP&MV^(q<
z`jV!hbat?JkXrG~^%`s<vOE0~_gqPjdi#T-(V5$3-1pEi*Yaxj&R_0;>0?qP-Xtdo
zK@sjkdk5hAf>nP|5d|T24S@GW+Y+N9&4<he@a_n!B3%xk_xYztFC#LBqz<t4#n%uT
zBRmA4?fjS^!3t#`aP7-DmJkJp%EQGcW%DC|4%rOApAF6lRqaa&A(RAH=!+P^N8cs&
zOWYS#44@oBpxxqg6!(rjPxL%PSuZbL!YuW7EWhv4rscNj6zvp`BitL^5)*uuUo#4z
zl5-Z&nSop2)!WvOvAC{$4B1TEq;<D|A;qX-m|*TOXWBTH#~tT+_VT_^kdeus{y((6
z1ymeM*e0A12o4Dng1hU?0D}|U-4om$f(H#Q!QI^n?j9_-1a}MW!3nkl*Kh9bzkAO2
z&pFdwUHw|UW!=?JRgK=8scXA-sWK;+py@;!R&=eE^<pVJ8xzW<&NUrV28mQER+1We
zAP-ug@v@2?ZKhM0l%&QlaLXh~@ewo(WcHSY_(&tDWf;D)W1KAp(qoRCAVs}&&+D}P
zd;q__xYb|-b7{xlkvFejY4d~SL=+E|#~ksPxXp{dd;x{5B1iUg35ASl+~A0~pJT>$
zSrV8c)QupGg*P!J3zOm7ALN}BQ3-?puH*%*yBtN*0yO#&jNZmKDcc*nXc{@ICG{Rc
z1|FyUh(@KAU50dVCO>pw8G&P4+l-@Hyw`AUydUy~n4s(jzMUK%8;<vGlw=NHZor0)
zo_<2wz$XI<ya%S!QWKl3iyL1q#jXND?cWlE##Gi*Qn41qKZFFoJUrxe-cG!cH+LK1
zX)#QY$w1y*snOBMe^P~>q@rF@@SPw{ZF{|$tds93)BNl$)kaucZ5Bm{V_3rLqMkts
z%q{D6Gp9vjc4(x}u)+x4ogs8M9M)_V0<0dPPz0R%lh4O=rUOci%fc=CTiA@j26e6e
z*W(6`OWfS2nHuS!=%vo!Qb4bv{THBPrzw;6l<<`S!^Q|x;{_8E9#5;+9o8;r)D(K-
z=uU>rHjho`PTB|shSZEq1fB|R;3aH?jMd(>`<wJB5=WQ;H`HQ67k)D&aV7(vMZr5d
z_r=T%{)?0ltCcqhqjAg6vp(|@abq2B!L0D3ba5>l$zmxC0z;PQ*k3d1C4|8wwl_iD
zxqjR3Fsi4doZlB=I7wc^Qk{w>*2gMD__TI<a+W5z4%@3?eoLs$&_%rDw0D#1f_Hjb
z)UY0F{r&g{3R9#vUG`vQ0xx*31S;Wu2?1{9D+Fz>*oCG_;2{<4WGUW=b<D@yU>yIw
zaaVp<%S9Ydhn{_?d&cG2oJs~vtN`9hW7@j*1BT-DC6v`32D{fcI<!Jr=E)LBJ<+`}
z+&rKzwwSV7j4}C4>Pd`aEQB!p`gRM(fnMqt@wy{%0Q$s%vmK<NVHaPK%(6gT6!RUj
z;{2vJXQK%=ID_qFEjJpYaLv3QGpZ~Zlhmi0&JkeuQkLAY6feARzfNooFQ!yAztya+
zZMs|gHXdx_ZpB&8?O@W&j}l=C+JlL?0JL62{8Yg-Fe6!)3oLr|{AcVz@VZI1oI~4s
zZKMNJWX&g3)pr+wV&iIaWjSpjy0o%QQPXFRRTLg(1>q;5^U=8jVym&a%33dp5Rev0
zo-xIIyRgP)y@hd!bn$YB_TR9qeRf^@%-zI`G#@^=5kDL->mB-q02{yf2B<-t3#l4k
zP7tllaRg)H`&J2)b4M%2z|>b;r}>z7$woKzc~H@-KeB+#2L*?_=O8Knz7NP<*=vpA
zZ)DlKZHCmpmVeMF*>c#LxxPQ&cL@KcXOnRekQ#!}RV}Gby!gz}R6%S@pbZZYBe*fH
zA1wj&AA1&~qelF5Msc!yAj^c3lD`CoTllIm460(5V{XvY`d0c&w>idU8}<3{$Kf8s
zia1>*wpK?dHO;xITcnG^X|T8|r2uGL6o`x6ufb5~*5K}NA3?(traNi*PSh)URyD@9
zLUV|jB<p04L&?zLRVzO>!TPYT@FCC1@>R(>o+rV_j(lmqO#R+h?_;Vqn?jB86Me?X
zROPXF52m#$YO^cS{AdDc1D9TU*!#f1Vc7V&TKm|c^%nTnn805$mT0lY)G%6DnReaO
zzB+xoE+XU0w)X7vrPUeBqR$;&rNjH7_GHmJ)F6|ARvFX$dVdBA&CPTy(K(&OCmrJ`
zX%WPmJGjlv!abf*J@HU_#kB9TsmE{n(ilzh%~n(K9cu|&?9TO<v{1mgi0rL}2ncIc
zN(bN{=crr*U3^QjF;2LQx&EPw0UEuL7P^IYNki<Y#i$8s8JewfEyOOjU+LVX^ymAs
ztKo~j#{`AM@V-;DvYdUtv9_M;msk4*UGHcVN=;Tl_Pw&A@@0eS-uIt<104xU-_tw2
zgh^x4md|15&j+$sdw6FCI^#cUv55>zX!%SPesWxVe+CPz?DJW$>Rp{SfO(3S2*i*x
zhQqn~z!q%E{!U(zcqBa7?3|>BY_m}yd*RtYTL8iYAOPPW<h)Zx5~p<*)2d-3Ba{9|
zFWa=4Ctm&&{K}sE{W8b?xj~Qh=C9My9DDc*kTrNh-!<j&@Ci)x_kkPJF8Z?+^=gpj
z&GTgPsCb8E0|b_Km)W3m%W5bq=^Ag<?1)5^YfZ)0kx;Oa2t4s7pm2UTyxv-BwmG_a
zsxe!-08H@FRFt+Dx}vC`rV;o$D@8XJU((m3eB6TV`SMe}m}hIVyTa1XwbgGU<i1`M
z3MmoPdG`^B-(Qrzpw(vD=xuz{u9P01vuuEZt1rncs#FTDIr*?NOO5<prs4b<c--d-
zEso9?NM*R0&edp9<BEdm#(Vnyi@+KJC0+Q$5(>tCzALO@>6arI6c?)iXt#oRI2}6a
zuu<;g)>k@cul>!FUwE@IH`%fUTQsXzoItn!Bu}W}a!LV%d%yP_&a~4u=hCw{-nDVl
z+QQ4iGjjy+y;$^Grxe2-B7|ec^5tE6yC0=N&pTJ)vY8vwbyIrSTipBO9Z5aW{b_(T
zF_nHuT%0<<c0j6_D9igj^19nc`$IC0S>$~&zMHa`zD2o`*^X-7*|BLVyaHOY7UEWd
zB|Q25sav3J96i{5$j{z0-e4cle=x||)69hhw9l0J67Qpbwowg*@87=o-4b?ck-9Z2
z)<^D|%F>UK?&LIfBR)5_HZwj9m%A5lM^#=s1<~(l^JTovm5M;da7gYmN?I7H7cAD6
zBR(J88^yD(*vx=;or9-l^Tm^qewFPr3hNiGeGvd8{V|(K{k#)T6JkJrT`ym4st1qD
z*-*W}%couZ1i}i`hjP@<8mxbcy7yq1gozh))8shWdP?VvCqup>UN*qzL&aSKu&1Xr
zUK2LkXuKs!3ojAXOv)~$HAD{z{aRkQ^Kp8JuspN1yKo0*B2fXo(QKZf8y^uN@~qrW
zyh!y{^@r}D6|D>-^~7+L#**#2c;ijv>gloRo#>YVd{Q=W81ioH$|ZZ*2cc^wj~d8W
zUcw3%o2GS_`enKLlrLv`+6?BhoEDP~N86mbq!7idBKDYl@tikus0Mb8>wVvM$_qj^
zIy|{9Lbz39qjeQPB`wL!9-hPSGsj|)ZnJ46e?qDQo8_N-+%E{5ONqRl+s<XT7HyBS
zU}d;k+&ReI7>Ah^-6#@7a%f*2Sg((S148qs0vb==;E*&0@w~1SZ6UJ05-hDZaN%b<
z;}&^IXe~3EvQK;}5}%bY^cthBW`6O*Ubd`O>#lR0dU7bDMY#DJWn+1gv?dxF5ZSx5
zZ7=o(qv`az7@ZYNK=&?f;ZEqX0OG0Q-tN8?nrflMV$O7`6RvBk$q8&5R8Y+}Jhb^J
zpMT!wZqVYTl}B(S$UgJsXITt*QfdsOZk^|J#NU_@&V*~W%|<b>sc&tle&!xmUUI38
z24RisJ}ZvjtJ(loW%i?(e_1K5ebM)6I<uw~N$qk7n-j7OjOvlD2X+XLcF^fzZ+xox
z_W9IG=@5)_Kq$vxjqW}k<vGxwS)*fD0$GGU9_xEDT8gsF$Z&=-@4GXyyY<&~x}IXs
zl~;2`ynnXp&cOBerrxK~CFD&vy~N8CXC{9abm{FoVV_qgaUCa#HA2j_NJQH^m#Wf9
zNK;b6(WX(LzDk$A;G`axEsd2dkO@*)z09s!TVr|eG<OozWnamb_vK@m;M3jRuOSyb
zPwyk9$~dupX1Hqy>LZk+xql6@aJfJ<#F%IHKq@BFQ#sGStj%;$UAD5NPpr1Jp*5}k
z;s_OAU^^0RBN8X})vQ`!XAKFfNnzu*%HM3(@QXcSr+i5RyM2&AA9N0Gs=}hUTlK~a
zUCN0Ywe=`_=?xq%r{@)o=l!=IgQJ$ILZt;-BMLUQUGAU1wcU8N_LGGzo1C~hScGAs
zeeR9+o>CyN(Y`1~luY%}Ix2mI0_}|DVoSYUm|We?0GZ|!mKkHE;{qG+5xzwx0*n_I
z8a~L_duwlFsa|u|ASP$)cADq%97#CWMt>?aSex$1>f@IQ9i1t^Q?A?ZaUv_9dO|~!
z7{A!~yDzp>%*&&&n_}*DE>Ehkw+}UC(!<<*)99v^d4CalEuDbT^hF}Q`ql)=phHEh
zl1*VYSOXhL#YW$_^_&cT14A*WwwDt4c80;Qm6;RH(EH1i4X?Hr>R}h}Cz}lurW8oy
z7_4LGxXQidh+LhKe#*EpHtcVn=nrHy`lF~f5LqRiL1}FVi^$-90bMi~VJ(KPc?xnK
z$%m!qBI2yvWT4aM+%&I!JxZ|IXc=Z~OXWHdB{!@DUoavcX%P^_GYl+ZtB%p}YS`Z3
z$QZf#-QkDdKOaLuE`RMgL|3Dzl<+QLD)qi@N51l|7&ni{o5;U>NIO87M2Czd93JSr
z0zF=>u<md6A%sS6Nc=uMz<q@_?z372H3g?oOy)O#>P#<-q7<Ms`RCrD`Kr(`X?U5p
z15&7*juPZtCUqn2V{iE(GvwJU$c=QOF_y|x%km0MaeWjD<7b~RFwxkky|LGCP8Y^^
zy3ua7ev7Ga;>K0Rkx5_{e71XVNu8d_QiK`12q<!e?cng-=}ePML5sCRHS%v@C)InJ
zP)JzUyrNlK&F?Xib^^CF&NaPJaWzIk@$>4sTf-^;)xlxod=IF+k8_qmIlFOR%u!t8
z-a-awApSmrEf{}e!^c?ve55(+yBMvi7hf2rqj}eyy>8@^?tR@SRCm>kZ}l$`daGsR
z<0rVI&K%D9-IRJ{2(K33Y{XF<;YUyTca31puQO%6q_b?gFMslxN22Y?nIR)@Gs<V2
zn^T={bWCYWU&C@r!psHTBK+|_TxPjzW*s4PTgK^&#Y~GJC@nDTxiUu&<Zg6~P<v{H
z2h!k%d?wmAU~(o*pvUzJK7^_I!W8lo0p~p5{l$oWDv~*RuL@8fUB*;jt1Y-w7D-98
zrj2C#onVEC74s9hE0pqtSKHseKmRKAE$@c`>2^*wLXB9_GS2RkInBPUj2CCG)7lVG
zQ*<c<HNy<J143^-bLC;*c5H7YemoT2c~OZzcrSEG9q93rUYtbjm~k~Wax1bOIPZce
z_rm5X29Nkz98``2E4*{Gd@?da!kP%SO)rfPQKT@Zou!rc=BOhvoxY<;_&G-39VZkx
z!cn)6vzJf3`3DDZ+P_>RYcGNv;YE0B1F~8>9LiU&j`yhEFeUML=DvI1_PiU)*|IF!
zze*($Tq1ofgt1mkadwXCV3{AJlqhQeM|+LpAvIp{Vc>8U%;O-H>RQNr@^*H;-yA<|
zxwoY`=e{U<eJKQ$X74zIaZ;KuN!mCr3U$?8S^K8<-p<4OIeUFE(!0K?nTTssTvYW{
zO=ZSJ#{9iJDgLZ)UwSQHDZDqjgpR;xI*Y=t^4xxN8Mw{m5H7`G=Q4qgvbR(tP`YHK
zk)lds%rsW3M9}E;?r!w^(@2@b*w?MerFast2Ud$?0}I6(1Y7L%i|<smT>^DE2p2yk
z)6vQMUxjWM4$stb^L;t+RG>`mq`!!jHfl)p9{VIM@(m3+HbZ{j+6F3FSQ@y7;`{mS
zGrwgy<=V=cJ*U<|MTdAA^Lo7c{w=9`)Pa(~ZvjudObq+FOz{FlfELUHB>4Iyo^-u<
z39)bRqy+&8V$-m*RB;4CS6X}sL-Bkrg4AqgFidSExh;|oS;zB53L>Lp7f08ey`$4t
zT@q}}(}qwxv}Cv8IeqPx{v=h|aKf)xF^$nrsNWm%B*s8y#G3ak#W7y<;LF14A>blb
zi@iG&8g^YfbNl(GrEP9e+nj3hj?7*EYB72-lUn$>cGE<D*lfTZxHgyP=dXjjtbY#j
z5iu&7*qIwpse{0*kUv<RiHS+z;b8S}u=z7&`4H0iGw#Dfi0I)U`fxCKIQ(_j?$5h|
z4<VC>gYCoNFS@@jAEi9<KI+i_lULy(^eE~tGtB;!^2qim{x6}A#KsRKkK&0SG(hG*
z<taUc9(6n#^ho^3`(G*_4f>1ZQ6Al&qJR$}raup?)Q?Mk*%7^Cei(QqVpLUoOJr$p
zZvNLn1A$Ri#|AROOZ2dyt~|nDOUXiJUHv)Y`Z(Y&WnibHuVbh4*VH9dDak)(ivd8)
ze{F8Z#p?uFtkw)Nqe|Dn$i$MH^02X$lE_4#n^J{Eib={^z`)o<)Y-;B!C6{S&)H0m
zU7wPd2Z4)MN8d`<fZj>Rn%>aF95M=SO9UC;=Oz)5mlP&>AaLSvvaq&*m_g)ZVQy*5
z;lxe($ie{$KSVQ95<QaGnQ>F9O34!0Sy`Eznb;8l8Q2*B^Z*bYk)aLb6M>_ZjTsSu
zft3;>(njBqLtaq$cY%;AZc1Z2J8KR`Mn^|S21gKsm5mW2fSsM4kqO8M1kyt&=xsk(
z+UYpaTiTLB^gSA4qWUMBr7gpwO$?AhdqxvgMgRj7;~$Ft_*`LPWl8j)SVz~&-j18n
z-rhu?gGm<%&;>C8==E6)b?5;A1AY33yrgGi1_Rg)L56HPdaQq_v;Lcz|Ii1y0Z|Bo
z_yH2)fPDPWx7RbU;ieRkl_U}|wz9SR?Q;ncI|CCdCFAeO|DUo7k~jbD1xSYe?glOh
z4TqGKzKP)nK^;2-9v~9{M9;)b&%~k#0B|q^Ie-9KCIAN$6BpyZC?S~-VHL13fUy1F
zu>OtmZ>&}}ijX3~qhx6YS-{ki&)VADL{G;Kk{!S4dt~~ZhKunbhyLc9|7maOSW8L$
zpZ#TF@lc>2=r{ze^z1DlwNy;-|E0M6Pv@|{-k%0r+uN8w)(w3<Mgwz$2it5RnGAqf
ztgpvmXk}xe11Z@$e|eY@QX(mNxF9#}9vXI@$C}4yZueWj+~lDqahU5^8gWxP(d!!+
z>e!pxQ9^R+ky`(^+%Pxc`7Q9s$M~15|H!MyC`iqQWE<n3?FJ75(f`oze@@U}jU{9S
zL~csQho%q``hD&vB=qpr>u+;O|ESee|5d3W4gO;xh7{?CT0$kr@leH>n3-4r0A|Q?
zk&xO&$;3nnA%oPy|04wt&+n?8Yzzz$n24AW9-5=yengO&w;&cGL!#f}KmcYYNN4fz
zBeMKGjtvN4fvk1-k2nwj$O`$2`$rrL5t#iC0U+kT-FT#6V*-I7z1APZj{y)92ngw>
z{uu{gX8VN>0A~6(9fS$+OB_4kKjg7LY`ptV9YE&)NDMpMzvY40nSRmB3IH%ca_=AV
zm?5@69(Dc^2WAF8%$xp490<t7@^4-cnCTZ^F*C8U{$ev24EnbY763cwmrP*;{bC;r
z8;BLMu>8MmVgI*0(8CPuf77vmA7(!PgO`<+o%NSI0s<bk(ftP<2nhN88pjI$HIDsP
zUeK>Pm{@-C9}_!(`QJ7JSePM*fPdS<@*noG0)Fu`kQK7C^1pe(zxWgc1piu|foy<Z
z{LBRY#rF{Ve#u`T0J7@qFM8S7{+%`uko^HV@h?BKv;UGGOzeNJoR1735EIKUeg**_
zrpf<P9*CL!m%0D~|C%;P1^GoD^MBMqW)Sl)er9H2{>4|!V9>Af*ng#Cfi!;qwwdME
z@&fVcuXIe1=JOX`7Pen}%EAi##Xd+8`geXnlKYE&EI<(Rzw?rXjrA8lvjSLuX~S5-
zK;XZ1fLVUk0fLzKi?3M0kX0%Em6u>v&@X9&wC2CYu|8lj{#g##Sy+E52kgJLO_1*B
z7dlo}NP_<*kBtco`kPPfY;;V_4Qvp&xQG}POq>mfAPqmGyp@$55yW{9uQy_rhE_z7
z1U;<bASOukj!Q_8omB|(_6XV6LkPq!AP54mu>b@BKp+#7FguHoFwg%tg~r1xk*%GM
zjoo8M$OZ(0nGwjzg=B>P=#-Hm2K~{U68*i$1wlGVrayXIWXOxw@6Y2z|J`*%DE{7e
z|3lP2I&Wl%Nyrb+2#_ZOWCRw7haQkIk7hi)s1ZTl=!^^?(&P<nt?X^|3~V191#!xQ
z3BSGTK{D>~Qp!NzM2FwXiRj&f5LQTG0J8%%9u2Xw{(C&bV?IM}J_a5r_$)20>}-kN
zJ#>r^-#@go52r`TM38kl9<LyU;UN-IJ|9kyX7b?#$>oO=q%cBG4{hDU={G5?k5V4Q
z%Ujt&o?nQV9&CYZd;jowN%T<X9?brG>K{|~N9qM2o2S?)JnWM~^w2jyCQ-=APDJ5R
z)<e_y7$po5NW}JN&A)^_F#Rb^fr$w4yWjqy@j=WVL?RDFk48fb6;S{XJ=C2?B_awy
zqKC%m_X`lwL(lvB1!O6c-|zfG@PkEv2o{FO{UZs&03yKe)-nnMi5{An-_ijhdgv~H
z3o{b||0_ig=KLX3(!kQl&X@@D3;={!``gMdM2y1b53f`PdRF?7GV@^1Z%>}c2u{f<
zZWd8%H4%o_yRJV{&(B>qCk_CtlP@)JC(N5(60O$-Bw_X9^pf_bMpQMXh9EnzG!}79
zDB){NfC%nCUc<Y2TpWu%A^W0Rjj>tIEW`v)hIVzV50#zT{K4k#rkd(iBmb+$u8rQS
z!>t|Xi?tg>IZ?T$dS?<uJ`ep2Qw3J}S0(Z}vi3hVHhR;fwU(9^OB$0bK_G+o4QaRC
zNu`(HINan_q-K~yXshUPb#9_cHE%DwGuaq}N@oY%T)><Pm}f`j;f9)2eBYNBB~?zd
zfnD3EpkfK)Y+C8sUF@H>G4#^??LoQ@6u#)81hts9M^{OdB*C|5=!sphk`lUaGfySE
zTCu<~*@`6?QaZ)q2I~l>fC`4dh3N|SV~(l`>KGQFTWEo>1z09Jy5h5xFpDKA4XJ&B
zy)=s{X<;FIHcs_RB>_ZoTN*ueHOv}^8jJzX;rfGj@fTG7o-}>LIYBnB^H-A<3gzCB
z`1_d7$Mz8C;8c^_h(bgL;-M81`RgEO;i2f03mNn`h#Tul&=mR5^w4A>REXz$sRIk;
z=7@@-P3Ku5Q8?Ae6@B@_7T%xb3yr*AHj|Rl+#Vi*X9lmZDvaep;9NVUm28?`yyl43
z1a{TplAy7?VfTA>x@w&{as~Qrad<wJ3bxygyN%4oPZzs>pKoa9u__p(85<p*t1Ksz
zfGg*_T)dnu!ExNw3l^oE4J2(~=7_P%^W))*#@k@UH{(_9c?$-^z8qWNW_z#zVa(__
zId6#p3|2QmAWq{#YxYTf;x{PxzyeDX5^Dj{wg5pUL_1B|cixHf*ise5jx`Hql#223
zUf|>u69MqbPAvY?*imKqf;K{t#?%1^vx#okELFsvP3>m=_}dp(=lD{7?wmLcNn$%N
zLpOG*Jl1?`%vwgmbbIF(ytjfcHjC4|<f<YyaMQ}Fg6^lZm@&AFBNW(6j7xTPDFU%F
zXxN-mYqI>6UFO-N(=E{8TT)F#%QD?BT9y!kDzx^`X@d+)jk5jub%}X(4RHL^G+#z9
z_bv^5It0`5qFT@@BQKdPFbkAcheTn9v{ej~MNcZez%fZd<_jYsy$X5eQZ^Y~V?$vx
z_&%~Lpumez^oY7TY8H2rGcqSmAIT7-d0a+_QKep<db+|`Pz)`EzAcuLjtxkISuUEZ
zr=hX)_JefVFxjWV9Tvrpjp-S3>4cxsV}o$Ct*%M7^auk`KPX2s55`AtZWVd34hLly
znY4jYz3tTIQaairYNDL7eLgrQh>Il(X!O_dw0K+9fM8twGNRe*3&it?vOVvDxljt)
zl3=*6L~LMQ@sp^G9Eb?83m~==*Lx^mb}y!~PFMwPGA<2?`YBK4c!Ie4e1U7yBHU8e
z#LM#C>QwJyzRn0R$WtudB&^IuQ|OHcsV9T@W*L>O>5RUb?V9rGxoirST(g^_$cEhf
zEX?7o_WFjAXTuPZkit&foD_!<R5*j3fDT_uq#RJ8h$<dmVVFVH?u#KH6BAhpdZ$yh
zs@OO>Dv({fb+TWeoa4rH%IK`W2M#XLK;A$uAmVD&+CC5ffZliAS!`(gze|;V|I^Yz
zncef%!hpSor&iZZ@7q{}z0n?}!JCF$X4HyY->0n=nVZlbggB?9kVAVjz6_29ag<4(
z_~17Sc{`0{ex`7mRGvnVcvz3h(?h~l?904;<NRWkc17$!Yzp{ow!D1_bAlo@N)fEJ
z6^LO%UE7&E?zC1K<`axZexX=f;VjO+xeomLYjhY1VnVKr6U)kNhsMzM_c@XRt`dM+
ze)7?(lFuO4j6_s4ZfMrq)!q7+ma6VQY2Uf`iSEGiGbm(|B`IO3Q_B$L9N5Pp!SG}f
zt2;K#YdUoGFC=DC(6?Ghh6jJvpph>UCLu3ZM8#MaPoXaC#ZWpH;Lh`r7<dNLNiCgI
z0t53s)70F=MaYdqK|7san@zylG}-`}Tq+&@Ns76{eyHDgj8S@`1hH2*vP1#~@041m
z9qJ2*7!&X0scNxK^^+YW-I^TNGUhD!4I#+3v)HecG-B*a%Xx>Y5Y!zSn`Jg%Z{08n
z#!V~?4EqF>=&7q)EVBeFj7WU;FxasJ1hB+0`uSnLC4ubZ%NDa$i_MNwb|))^lR<tX
zDy)i`&0;XNdqKOCQg40qp?|`@k@%KEcdIs~kz>LtGJbG|nMq)^rT27hK+M5=+2oYw
zd*tV1PmY4Ty6Dj-14>ni-d00(^ZPXynji26y>X1mNY*oY$T0cheb)Op>pTrGRh3Dj
z6e$2=6^D}F#74+e)%xIL;azFOhzm27u(^(F`zK;A-;lxv8A=044T7KdVP`$Ld-AeB
zxI8Ge2>t7g>nLU%>e?k`^t8Mk86vZgP=>yBqn2Zmnw8V_HH<l<>6r+QXatR|FsRhd
z&@uPCh<6%4-a|Vuw5iNoeaF{V>z+qhR_13$VzAZZq#s>aykBX8^4J2(eQUD@p91xZ
zO7)F~J}5vh8JHRkDnU`TV?4X?eUEikIPpqw9<(|6Y9cL-Zl-t)W;rW{CzV5ZGOx3v
zd7IGtoec&N<Y?gL0Gb_%5t5uyU;2j69=gE@>4`sr9Hl~&a$-B~OpLL!6;i%Z!N+P%
zG+ymjPp+PQ{^U*?VIsn$5ZzF?P*?QvzK|Uz`CF$=ScZ-$@Q6)PawtWzIvE3)6n}&c
z`GJ%@aRnI6j>f+TXxTe9hBD7GW6;h#KbxPVDCZ*;8S?CuW`!#c{a!6q=RG&PjMKy*
zW!}fWHEYaomOU0Y=C<-)t=2Lk!I|A79%ij~#z-`kBOmF_OWML$N`_(WSs`r%ELkKK
zB{V+PrK__dZLdMusNT&iP;TwMlJF`DdlpDPWZ=xLyGt`xo(M(1u{^x!UlqExY!vYk
z2n<lO0G9E6-WUpfSt4jc1B)wcARd0DosHhDp5i4hFKzW%%JoPhTHYJRl0jwPPqixK
z*=MT_al;o1U_JDz&xnPvm~QDK_OGbcsAOLYE*DHwY@_;4w#&-m-2AY`U{d#%w{Fzb
z7|cd-0<}ASMOoYO3g}@p5|<4AM2(KVNE^i@%KKV>z}FIL6Y}{Be~>DN1iU8Mo^94c
zXluGI5aRXnZJMgVjG`-ChGzWbNSd@q*tWKVZ1e;J-BbSOol1kaGubp!5}!qAES!L&
zc`|ANy-hX8{Y*ZuD>7gc3sS{1=x*X@kY*5b$ez_M4UTw11yPi>Ue~#!W}U`(O$xAy
zQKQJy2^9#ZWqnlH>Nm!JjrYxT?Q<hLOvX4tw{&t8FDM~vOBj7TA0Z3FhsQeA^rv(4
zthvg^5qr{RN1-q83x?w5GBYD=%KE~-z+#I$=NW)=HCA0CE2<zq;&aFL)r^C?!riJy
z7-BfV{}REI7pr8L=&YYuC>}#1rexEB_bdki0kE>34D|cRaGOgkRM=v24pw+Mc@J|1
zFU8cUj}|#uU_HT>N0CBoB{J5-;u-ngOhM{sHjS#>+cimyJa%%nua_SjjgljN(=|Xj
zF~{8YR-^p@uRQok=|oeFePL4}wh;fiDsd-OTghgpW;@WApBuq<!aFsXT$&kfJeR0c
zzEJT)H_ngbPwE&>$J%w|&6aW=7F=&)vZ)v_xqLYjWcc;a3JL11L8a<wMul?8#D`KP
z9eJ9tw&B^7O=l{3i$7%C1;VPxq$DkCs7EP;4YHg%8;1D9fLVzziLISbSW2*G$dV=)
zh7H-zN%f`4mA=AxhDgM@Y!YK@)nd_$GsVJ{{}3Ibmyn%!oi3kD8KZ2t#)QF+6A@6;
z2jZ1B3;aaAtfin|62riZCtf%*M(#bKWh8r29Jbw~P3LO1VB~=(JN{Id<m>t~<}4f-
z41S3M-6Xjo{^J-C<~ey+(syK&y?DUd8>u+q7d36d*FHjn#l7hj=3n2wk*o|b@Y^tr
z+E9L4gJk+9*H#iaS#ZA6_iIH?pUcNh_jV}UPsb|j5?(V%<EmlQyo#pK=VFsm@`{CP
zR8Lrs#+}jl<xm99r!W#7oq=K=R4tGRC64_Q3!hPa@#kSa$T1)fh!p`HieYh|HSXn>
zV~6|4eAS=kh0Te6%lpDSVbqvk5X!~r?bf_dw~gG1aecr*ELVi*7>j-G#M)PpggPGw
z{@Rnm;#3uJBY<4+m%`_&DY~f@xwC3YRL5!wwbDV_^kOcygGsXT+AbEKRwJw<ZPgPU
zC@et^#6ce%njHis?9>9-dtk`DR>^oOpaptg6!FUqMb{hU!>+IMwV2Rp(Hp9Fc@x!&
zzVcKO6G*`Yq-~Z%U83QnsYs+)0<kngyhsho3E~LJ-ac<DXNX3x54)Q^^en6J8O>M7
zka(;4E@V1dFJ_YN`@EFIXg<c&%zU7e`jjL^Ro|qz++m@q4fvKc8fPNGcPaYw$189n
zreY>BBHVQCPz?XcDg}~+;dCg_8j6m_V0x|0+pZH|LdU>+*$6@Ch{krPT)J}Bj%qxk
zMZeyd&Q_1}qb(FqjmrEY;2q^LGbgO=8X3l^L!q*CgBBnx8;Ja2;^~xDjYRazlq0lA
zSXu^Q9u@0$L4x-6pn^gXu99b~37>K0I%Nx$OJt|xs|~gH*{$&W-R`7nj|>D`r<&f*
zAFjX)c9<vB4_?@=)e#V}%}`j#l5!W17Sj1HmGh~wEm6CEruBj%lanV`qeQ#KkK9q!
zoT<1dp4ossL|l4@i0)eI091l~DSj5np^EWpy{;^Ov%0oCKGUx`idm@m<tD}F0qUu6
z0t|g2a^D6HK*f_NUKBn{7Xj(lTP<HFsgd;!Xv{{H1FKiCwdbD)!J(hjwU6^)t8nxS
z6~3&6W~QTAR;WOkkIadom{>H{Y1C*`T|8{KO>M#=SJR~3sqZ=Ak_$<pV?`i(4+wgJ
zln#ruCj7dGgaSNPkV>>ClcMckDL!#Ehry~&8a^WoV+F!uvfzK7TIu&5MNH9#fFG?(
zI+E<EEmQcA>8t8w^vuDNMlQ&9gq(olClNAva5#j0cDSKbKfQuB&}o`@$G4IdB5Vs+
z8U*uc$7WrmLt^T8<w+$?2>9uLQl-UKy#LV2O@y^B&PJEpJg*zq_92voJep=bo-ctp
znrvBaLzSBuFeJP{+?^hUAw30)v;4v&4*@+A&5_uGIASwr_NSENQ`U^qX>>l~s832E
zhys(b$nbT^sztay41tBdDk|ofJj^Za*15^&$;YRWUbnCN;X3KT^)Ln1m7SD9c?G$-
zYI6*G$rW?tmS*V|v1a7x1(Qu4sYg4qq}hQ5!7AIM<6f72pn<O{vbnNP#a%JkWiZfy
zj@Rq@fiBfhK?N2}=)PRK+Of5D@@;5j&L8WZRkHLig*xz$2TVQpN|}el^qbVc{Mesh
zJII<)HZyEr(APjy_cTiZyv%kct~l{jItq-LP>2>AO-*GkjEVl)Cn9PjXA<hU@)v)j
z(6j4sxbJpzEgGW@pT3Y0a~7e|+XwTF#Z0}(Me@C<JD$vW2d&RzntY=SSM}}LvXiQt
zb+#X$q!Ke`!N>Q3ExILJTdQ7Snt`)e<FZ>Dy1UnyX+%X*Y+@HPr)_46AThWoZ;WBB
zSNBCns+u}aYm+?c_E=lm_<<VbUc(st+YP)08;CN<geA^lx>DYicE!Ar^vHz0JYJK9
znKkUF_wobjh%XvT$t3*soE)p%bs2o9TGE~h{@5-)wpZKhanY*bIe?Sm(t_-qId^T}
z@4$b5GD_uQBJ0XUVJH99bb0;s9^=QJLW^X!D+$kv&4B>C+6rV5(q#b~sSZi?QH&ZD
z%{s}$uo0c+#5*|rH<<cUgc*A8tRhM6U|^r-kQ)K5)#08Zr%g5;%YQMROVX`x&|LlK
zJ4{F39j@EF9+e6Ww<1Qu(sOWQBJc@Ef`p^B-SusS14k-1=RJSOBJ@ZQlPV*oeohHN
zC;z}wjbqVmVF$H_s#4Z8Z?=kipFLauEEv^DZ3PIOyE9yI9>-?$6(>mD?z#j~W{M4V
zcF`O>Mg7CVu{JB1CiF?pUD^C|1m#JG{Wz&3zRB}ry^^LYN#7o$2J<DC2)VEjIPMKl
zQIdCpr##z!7(A*<REoVv2KDD2nyYb}rFp;950mI<+lLmV=L-}Tb+Zg`$_K7SvRxt@
zX1mT!755`B-)&u+%-XnDBuUcp*U4G)cWMwDx-MRPkRzY7dPeTqylVF{NFUQYPhxv9
z^?A-1X$}Yn#XPZEK`ejD`56IiQQLMN>G19L>ArdD(6W0Rpu=e7x~N~trFmx6soaWO
zay+g2z^JCNwNZ1Bj4+<Up3_CJX=tN~&U$A?uweeUkQHskLt@usIMV<26{xg%f^>A$
zM*+EOzaRpxnv3ea;M-_UJQoJhPfrOcEHW4Nco!Xd$+IVAzUMZo)4z3E_wnj<-RAV_
zE34+{hIKS3z1qLao!cW+kTI)Ji=cB7hs~6YwtOqsALuX2LPzMS<Wn$SCCc3OL@=ax
zvx9n3jqSF-l#IM}=Hw0b)&(IqblW$?Xtf+IjnUWljgwM~i#ELK9Y&N;$>pLyH3_gO
z_rEi)a9J1o-&yj%TbJ=VYXysWbkCMXwTuBS;NALE9DVLsGf+=X3Zq8yTyyuYNpJF)
zlSnJXOiDsWvVqc*Px$11T))bo$GvXuhT_qM@v19R-b`7fL@kM0vQVdMVtWtHxB}AX
zuprc9*iPOY2kDi;Rn<r?bl=)LoUm3`UR352>08o<rj@LWl<l6cP{V)j8Va|f?_Fg7
z`m|K1%(7DN8KK{i<~JRW*(0@6gE(N-yU#x&QE2$Xr+wn~Hcf^3reHY-OX2pF*N|WZ
z-dY|`#kF`AZ+kVNm3E#58EtC-p-5^M7mI6r6nOmlKUsdOxW7;yy~F-duk{6K;<R`{
zOPOtwV|tLHUd-0r{N)4{2EJO1LkQbDCq={dPjWzELTLHL8P5?$l{uZ`Ls<6eMi`wn
z&imJIMixvj7}VQ})T=+;o?C+FQQwF=r%;Lkdd{VrteRSI7sF;2mktP$imFIUi<-Wh
zW8c0v?Y`W#yali>8$_PZ>h(C?iq@g$u=2}<I24|G7l!(BqREpNiZP%sF<{TQED?Bk
z1DZyHrnFo1xBT=zHitT@FP=fU56}5(Dw=Sv9C0lBT}7m-5O?`?g5d`l?6R781Ig~=
z!|5WIOu*EzCUMt36b8ih?%S2{h$gnX9+l3E<mfUpY6J-uv#IA%NHLLGWNXxjGf0$Y
zqgR+%hR|&_N&VMd1Y3eQ=hx3>A+z5pihT;oJ&EqS*sDH;LY97<djb1_Xpy`sDedER
zlZi@_TR#fPEG@Zl^A}z+ndc|WFOARKB<tWx6{6ly4^@~7uXy33w-!~-hKqdiLx%gr
zO~sqbAoBW@1K+iFH%(_5FBvVN+?kB02QKIKMS5wTw}3<QY)qI`DS=Qx9tNUYPo<oP
z6EtdC)TA8RXsuOEZ<nr%t!?WHlTMbj#!@N6N`kq1Gi_(ko#`w!DOnRCuzHbtE`8d~
z&&f5{0RuQo*I_xP9)CP<AB$&O)0+S=N($RpI_U-;e3;#h$Vrt63qE+IZC-mgDm_Kr
zwgdQ7Tqq}QGv~KLYjVSb18;Abm1*PPFPMe;b*$|f_Uh@A)};43xU``ytJ$tRpHkCM
z5ms?ql2(c_zj9~80!|Jht6@jQUj}-N+TJ+B9fZ@FP9Uq?P-XGRhZQh$%i$-zVf5TD
z9#+?*CR4aSFTd1Ch)7enc(v>DDnPvA`zOn#eWLg7VjpZ<VKtBY(!C;=7<dnqlebW0
z(0-~mQ(g`3<U?hk9=<)F`{YnQ{gpK|b|vP}slIv3q3KDtQToKN^sBRS|M3Vk@5ydL
zsE<U4Ip%N*OM`afgBZPw=G^DP^-&s<s}4U|9XNL<o|nMlqm<;eX1<Oxkt(rON8D{}
zG-gNMG_%isH9jmJlDv07I&&n|-}M5MR0M}%sk8wa*=-t-fQmu$JSeThVjQi`*S)RL
zq5L$??R1-yT*4n~-^6<nwE?8;g1I{4KjC~E57*gqU1I1pg?hG-w02=}d_9y_-vO^+
zHFj8^k+jl@dUeO<-6ab&HENd_L}Yf}>(6G#ze+zmy~1x;XC}d3=K0{9ax(<`stMzg
z`Az$V%~qETv72EESEY<QB`Uc_j*R7V$R6DAXDLf~>&c&BrMC~F+Ft3QL`jbtq0I2M
zS6~r$e9kT^@_Zse2aS@TM=zdX<}2!Sa!<_X*Z<VyFfWZ)@tI6y*@tN>=aZMn-RvuP
zT1=9NI2i9gI;tLW9GiB)G5X)wDUda|eyBg*0!EzFyq<<9c(ySm=Lhe>EK9*-ZG1Xy
zmU_CfV%{`c^<xaJds8h;r?uN}x6Q5CFAdiNWCFjo|It5+67jwl{qw}xvhe|BV~gaA
zvp3gNxbO>>lT$EJe5G6q4(W|a`V5k~AKtV`$Le#%GhRre%_CDeHdNLVQtJ>0-@f1a
zc`iCd^LF}lnvWGetjN>S<xO1Ki^-8mZ=Wb3$is;yL+IyDr)8fh{UFFTG<4|{8!;mU
zD2c%sY_0B+n+tHU^Gli)&23-j8u?-xppvAMpGD<pYNL;aH66TWl*MZ?rItMgH-x^@
zr%^ijx;;Lf*C+KoU!3>&g*L|FH}|{eY0ud&O%u+w=y5%w;9N(v*m@2V?-o2nt1I5D
ztK69}+_=5CUwFYo<rQK*4y13Lt@=a=>TL-W^v2=M?}IgH!@9vQV51l@B@a?K9?%-P
zNxCLjenzas?|f<R2OczQaAHBlLJ3OXTA_W8L6WY}G=;c{`ob4P-_FXD@!egP_`{Fu
zX@wA|_9ASQHN++qYY!1su6Z-IA4l0e0@|JTJC(1KGn-`+u69tdXQo8MeAe8yx+)gz
z4o82qxVM$zb9|aIUK}9X6nJr-HrMZ<ctO4h`H)0XLuhR8R7z-@eKSeaBii7s{1cJK
z|48@JM`7w9u5oyaz=J<f@PyhQYOz=#B;KwCIgTn4=(Hhyg^mxkbo2VaoxLNq$)}2^
z=KA)4`>9}d>+Q2rP1lW5oG1N<T9mb#mxJ^1sgcN}r&8u7S7NlORft*>-{m=nAY+#6
zVfOAV{sOo<j(C)J=>=Lg4sF*r7vTNeLm|H=;97Kg4Fg%s$@J5;pEq46AC`E}jzbQ^
z-`fTkc_u=iHa+_&BT|3d>%MmoZhy!y(4*b-g3RY5^3zxCfjY>Ya<gMmhcc<(c(qcR
zRy<nMTY0&!x&~HVVJKXVYbo!2?{0ps#i{MqZxZB_aosQU)}HQS%1t;aJ$b#}SuUew
z4J-J=t<FkMiuV}M>q{t=F=CtPwh`*Q+>1r&kzTHOJt~N7Egja>++TMcq2$w}88Urm
zMS0IXa?a)Ia-6cX^-<IL_->Js(gVD+oYr)grB5L8K^UoZXBRf%l-9qN-sVSIYL3-s
zzq6N`V)W=$Si2=}e4{k3ocMmkyudT;P0e6&6Vts+)jzqQ^bqj4!}Kt0X3S7)V!KMd
zyISv!n{o9Zo3$#qB^SG~3RuN1g`RcKj-Bdd3}9&exg<gnvfon3zAT$~e143echacz
zeN57NKeO$cIV3Jt>Xs8e(LC53ZmDL>HF@xy6`CH;Jm8RI|G=WBR`Hu()!JaC*ol#R
zmoUDf?UEmATFiD<>)~6i{Bx;f*qW6a5gBMB+i@D&RI`-9m{-e)nqG0)c18$RFPCAo
zMmw}BF)gpAN@ea~%?$XhCF!@9hPRir*2Z72V2yn;vOXx0hfSuxxSksx8s>GqWZEUw
zuCG&%o_g0>baCfesd_N<5@v{T>2L^D18|e*ph?~io`btoUtO5LH#aTC-7+a831Q1A
z-t1X>uO(8w)p6>iM*Zqy3Abs#rZ#`^+_S@<p35xa*~@dZG(a=2^cQT|LzCF@R`<`-
zT4BZ`gnhi!0y4LO{EI_cwW7T__sJ`Q(HjZQlI!j7uC8ODAS;jgGF><3b*2^y2nT!#
z;DkzYH7PsD(qn-ZaS!_Bta6u0e8Z{(E!ll72<ORFmJsyuHjao8@guimm1wJ!)5r8~
z+J#}l%aT|2V}!H8L>+`{rYgHzq*<Df?{FVorM5SD<)!HQ#y>Wj0)U0PFSD5qo<2>Z
zmgK*!`WRSt4#RjKD7CIdl4cE>&th_`kMUKP%0N1R<~zy{?-%v;=0R^DY>@S?kVe!n
z0Lt?7sT-kK!}Q;$FcN1bSD$w8<LyBi<!I(&@vM9s89H#-U9r`(-f+HG+X{31roa(R
z+AwH<OA{qvw5anP`yRg208fR8M{A)PoZ_K1&JoRD3%}zLhcZc+xYfvQ=p3me16}Lr
z&17B|{Lc5gN}ctX=GVG1f3XT(A5`mop~WQxn{~@0;?cU#pRB_X?Z3wHLNgyu<DOT^
za3i%VGA@-m%&9I58DIA-&1cOhw=`7F9yT(ZUTi-vH*G@xCWEch5W9x&--ofd@<N%X
zLOhLJu!-*0U+nNEl-scQO5cgAYIIC%!K&TP1u8(fTVodf+cB&n?Zl^7sk8w#t(bzG
z>|!voo*eEy3Tol6%^IDsqQXF3F*P*$gm-8q{hUu*4{x3B0Cp?fPg3Q^0{sq~FP?mc
zLEku3xp{eVzh90``Z0>5&Ukq5ZitM~-oER7DUR_a`LJ8vYOpcdGoSD+4GHV|wVAR_
z>z1aj$mH7Qim$Hc-!ZtJ41a{J4m{Fcv(b$0URFH)-silFJPg|LB&Dnq|G2%D1{t@!
zf5O3cS~JQU(Q`D_t*uTRv9c-~*@M)~mD;o1{|d*8f<v<_%473dE7=vay0LFA8XUNV
zt@jh`Q}4O{@jKfG?4PtI!X9bW)93<IRTYU!7i(YwWD+xH*1kl7ezmXd$vtmXmt(@l
zpB6xqhP$fL<K<@-W$BEdpX-D(=5-J`9vi<-7NPNJi#Kn45tbKafwj6CZr&|d@|7@=
zz;Iw1`tbJJF^GbqYiVuD4Z)MHQHI1F5o%F@@p)9|vmT;U6so%~WLF6^iDa#tdZF=a
z&~!^pOZ$DK=%ag-*~8p%*Gb2st24L>t1Ms#bNyBv>>0Jgf`S#!(KFs~sPh#c#be~#
zD=!;@@YS(&xIsaO@P&?9ZTox3tU#n!5lHKxY%PV7HCn7zoRi}db2@BF9JNu%8j@ny
z*wC~f_FFQiPFVh<Rr@lWlDBgvmGFc(NXqCL?LHIvva2rhruvr*E>(#=JyjD-_Jhja
z&BQjtgWn{DKbY%0tASHCEI;9huDZ10!0+}~6bO1h5X-OC449z_u@VU`I8G=7Qv^S~
zIXbZk+zu2EV|4X3dT(oA^Hv>AKwsL-N(R=D%<PckB-(p<RspH?duDY(w9#qU(&cy7
z0E~*BqyCaPbvwtY?R`eAnC%Xk(ncrh54C`%9T-n>p7$41*0S_mS*zFB^BLc*uDTJv
zuMB8#gf%)WJ;jYo^i|SWxV#VU<q7?^^ut*b_wZ&k)5QgAd-)h+QAL6Zl~VS6jWox=
zx0<in<8@)g9p`0>L}zZ*>{#ut=Ez9i!Ff3vtwcLYB-=hMOIqp;eo*Lj)V=eugMj-Q
zddccdP%~0vzSdXzBojy4B5Lk}{?%^mP0))k=az$3fFCAbdy`WSsp;-(kqXHct(qDw
z!5y;~7*;YJE5oa&-Hfg40<3kt@4g+8z{PfG9;rR+HECs71o|7+<#aVH>?@1l`JAp)
zA&gzyeKQL@UCKKaM`LIwZqP7~3`AEnNG<l^wvwUxxhgel;{x8Ak5%tL-W+YArG~Qj
za#BFiwAo(xWu_81`USpFidEb3108Mzo^4FgDqmd-&$z{^2`dk{{eB;=Z5M`o{h9Qo
zjD@S}{yoQy3dzBdkP2&q>Qs*XHN6T+TZJLIjlmwG>5l+M=#Zi;$Gv{uHqM&b+Q#D!
zU|okz^$g)j01|rD{hfiVS6LJ1!Fsa#8hc~!{&SJip)hvw1f2onr&4PAmQ1NRYf+rr
zp-YuIStz;p=KXn1ekoO@KNr|FzvVg7^4#<?0`%&685K-D{NMV6+T$*oCy$GJ5dzk-
zLRRR*r`4z=IwPEkpANs{{&6SFs2-6qVhn=XEG}g7aINsVi1fNRul=EgsJ7Oa*hIIO
zfB6zyi#p`AWv?BaF|~A}Oxbed-k=6U`sqSmWJf}wMaIRhgElzA-024;3>uRA{CArX
z%=Z%LJtY?|>Y^U&65G7xOEBX<5%Fk+HGYbgTtvBDaCa0$)!zHq49P72aN)g&cfFMx
ze_h=?l&d&!v&hPqlpl99A@eqKc=Hx!G_$KBBt2{xPhl>slsnOki{{d`R#o$8o9F&@
zA>@k(##3^6W;J_mOj8C%XW-U#r5c?E-D2@!^YEvOX;tTvJ0mJq_q&bW`)5#DN-2*J
zwm-l|f1ueOKz7IwWE}wcH)uE;GZQ-m<MbQM@Dc3x*PXusACVCtKrog+d6?NC7^y#a
z9s_L5EPugt|D<F23kLgV9P7ixr+@K60EB<V{SHHX#M?cf45{{GzdIVGvJV1$@z97+
zV-Bf_evSGK)Ak2c5dy#Z3#$mZ_zlg-4hhNH7&t)op@M)6{{UnCjyyz0U}pxfLhx{p
z*uw`G{RQm$9n1d@#2}cN6$twO9el|A0Fe6wU-rKNA3pf_5u^4$2R{5SbRheGpaUOO
z|6$(W(18zV<wukLLI*wob$>(BJ)i^G{{u_+$n>YM{|!3uQOqAi{}1TE2TbsT`o9AL
zAC34!*8d|Q@E>yi0|dwlLE!%1fdHG;-`T2nzjyD}5=~ByQ`FJ$@2}UAkAdwir(-V{
zH~4n$9pk^QOI-r5EjOK`f9HAgk?ZrF<<H&vWcEtL7lOSs{V<s_!;(w6jgWctX{`-T
zS4mb~Ws9gb)1_97ns=e@*X|xaju8Q(fF@^KVpzWWDDPv-f{A4*^`FarDqt*+=9}}|
zg@v;XL)%8C{*~jh%QThN&4>*AeEd5-S0leJMCzuaj&;Jjqc~oaj((lX+nw{<9rqvn
zYKh-Fhz8lHh{-+P88-$KC$1b1BNoR3p5xRvYKrpJ^|!%m9@myK2x{)NG6d`pw)sKh
z>L%n<@lJuU7^ZXVyy1oE14ENOZP_E%wOrP~E~txQ@`sIgz|opIdQG%hGDOSgcJJu;
z7}#^Q?P!Cs-acQ_J7a1GE~aYRGqoSfC2QN4B_Zma29i0y*7;yh5=h`+tK%ENt&B=a
zhb2vxk)k!*Mzf11t!(=ANzOAR?pii{<5AmB;~f;-!(|-P*_*G5{H2^zb?nQ;hUt}2
zlTNuhcC@2Xja2c?A!HN(BKy|moNAsi*MuI#I>~6CEQ^p1@P((`ZSLBB6GdGm%54tx
z#a4z*lFaDZ(TSoSfGE&Mc#tZo<2TVpp%4#I(~I%;GXZNtJ5rIiRPKoG*<-{oCFT7A
z)Lq(ribtfD$CWSMD%SxW_Z6JLe0YKN&4+3tdc=%<>#Lc~``dTWq!pyt6V_r+gWaS0
zw=jj0N|%<J7U$y*(fBr{?g%tqGnBFx!3gDUaU*j#Eo@q~)vegryC}($OI81L7bvGE
za`;xkc<z{VcCIyPV9F>%L7Rqz+@htOu9Uc;#um;%4@E!nbbil6BO#z;Jqd=Mmh5tF
zp_cF*HkDdb1o~j{o1$PyC$z7Pm}*hd!u|zFxnxm`5W)5vg=NWcXZyEHE$nw|&#B#2
zMbXO8$TA0a+|zpCna@-yuo<+_$@!_|X@#zZ+nMcYV-B$r^N&=sBiavc7x;yK6789f
z-Wn#J9qJ_-<p$N$O^vmJ={tB=umsRybT@X%Y$Rre)^!>iH8fC@E$yD?;y$}R;V;)W
zuHW}OYBiuB$#(Cl?EN@%?oYq2zQj;?>!zwme1Q5zv0Wet{QW3z&SJFAp_93ncM#{x
zct%b{1aw8tAOW>}uwPDgKxT4MFArGn74+?kMKS^&J$wWbXashHX~89Jk5;CpmI0{T
z`H_mmAr$fpH9t*v$Ey|h`vu(}J6590RC)?wM&|mZ&L)NtBmxyKY~L|<j-e~7GCuoM
zRaD#ssAIVFRSF3*K^CermA_)5=kF2xlr7a#g}(N^%BeMY78)lbHe=)%J1}Bgh`)7a
z-fF67Zl$OTajk_0&AwJ;ZeqWGShTeY3?1RrJlm>QnWI!L<6jzu2w%3<aSl6;$&PWt
z1_DO9oY8~da$K9tQ^CjVC|CwCiLWwVq`O`kW<XoDV{*2Zo=;V=fG@&Ea(e>@OhA6o
z7h+W=!)p8jv+J8vMQ4rXHb%-UU%y@zPE4jY6$S=;FlC5nE$c^)9Y1mSbgRKUrs|vh
zU8zyv&iU%hl5bH+boHkVyFgq!gAx+x2Fpj>;mkC}BI!Gf>$y%#G_xRL4q;^*Nyzm9
zaMlCY{RDHrAM35co}eU+{ulb;URmg=VKM<ePF_^(+1Z>A6xfOL2{#{lm^_;XK>w?@
zvy6(WVb`#<3ImeTokNF12*My;N+S$N*GNf8OAehw;}Am)4T3ZZNcX@<iy)vfgfvQc
z;62~_e&0F2&Y$yduV?RHd+mL%``Oo8*B+{)lA3uYW(pj1cVJHMXxxvwva+ie-&s`~
zB=~9)e4?P!>Pi2@^0BU+jrfTppae)2pXn|mMlp@1xU_AQ9}^sOUWfs$^HqIvip?K%
z&;>Ogh2~wBP?1lw6;FY>XL3%C6fPo4q*GyNfmwwqBF#x!l`;{v&6*9p=~^n`%-hN<
z=6W-;s%HTtdN}I0eo;yjVh`%t;!Cby1VVCj%InbnQ7VEvQoq%GD7}ikB8Qq!zNg~j
z3Rh5Ft_g+-j_qVPtK1u_OoaEEZT2WWZ7ijz5YbkD{)IejLtP-tPRiM|-3F|r`^+7F
zcOrxBKA@ou>_5{p3zkw>=-_0wP~{n3d;B5|ZxWnVUs4e-_dCM{%J5E3oGqyFS@Aln
zy5IUD#R|}wx!7<c*QYzr?ZpwtkB{DgX?LttU!iH}swCi#CijfaWp&W4ADD;Exioci
z1Sm7s`gtGQA)>HRelLqRY1LvKvV2wa39E^at2jY?ntlN!)f=jF)kS^ajH1Jm+>{bd
zgQ9f1c7L$GKks;74+-}32Z*Bq?+G^gHIn=Nj<|RtL6wRyXA+434Tp<GZM;O77S^$j
zLqw0TkWPO{l>QA&5sy<a&?t-m$BB=7I-fj}$5oJPRwbpQ13n*e;raTY`kjCyAETzC
zNJ%0Urvv<%m{`b>g}u#S>eF<V)J&ep=y~2JjQutRD~3EVx7C&6mKk2zNa1AQGH{!*
zbVqA1%rrW&W3yhi6r_#RA>-Jdu+H^ZmOaHw?w<5@YMufWyTLbUhVr!I`HE<1$TKpH
z=KZ6O_~bw9#wJy>^E!M$;2#gCJi&RO(|g}TkhPjb{E>f(Z)n1Nb-Y({uWJl_!y41Q
z)~%r;_ETINkYD_2>zW!0SIIeOL0#s+RHpy>?p8E<YF%%5Q<1(pjGe&8q9S##AZqh;
zgnAOP)`}Q9fMx`#3Y-WKb<x5_YMnaBLL*F~XPAID!T~NLA$pSvTEh!fg`UXA7&idq
zJh|aVsh;}VOWe);>6P_S1oA9kfsN$~+^}XVtXQcGInv5;jCJlJ<)S#}m%sxc%OPu?
z0$()2iJVf>Mw8l_YIc#q`wif^dt`rQT6x->L&e?mx#&Y$#q9B^WSntiB1L4-GO<=~
zOwRf}vy*Cc!Xj94-tYO#hr4Qs!o#j8pK+>MiHC2tf}DI>`VTM8@1+y`fqP8X|0w*)
zk@J(1O8-G5%K%%bPaXosf@R2mEL2GPRpLW9<w2Z!?x%1QX_@FYjn_}EwO-oOY7I?u
z(m;7<R0V#rJcyz|jy_3r%9lP+xp925J3>$0r9_@3M2pwrek>bHfrG8OhQM}8xjJyn
zV)oTaKTEP`lBrOgbF4Vu791)0_Ux<Ow~d6DXn9Vj2XXS~DVkLMi$a{YXULQ&N9065
z3#>6t_BD4T8i97Xn1YM)2nBN7b|INqsZ*-gWE5l?HK4}#DM_go#WxmcCuD7?aF4gF
zB)24as~aIsW)^B3C$rb7P7*b0Me$f7uhmF2d8n6l@H|9fu1+=@SZxzCKt`AgcgV1`
z(MuE~VA%FOsOb9wt*f7!wfs7_lxvAhDUG2Tfz}n;Y7RWB^AH#Z%_Yb3%|$aNY1WC_
zQ-S(GeUEK4qNxX_JB0mej|h8k+1x_)W4V9Br&LZNQ)g@UTJ0(8KG}mmY6{6-)oqxn
zDeMs2wTH;FBqvKK1^57DpnyN3Rri~&8rm;0m`xB4BfOsOT{GltEh}^4@Vga#&1-UU
z-YI2+pK8z)&2FjQe40M3qw9Z*)!U=bYheT<xr9M)pF&Q-J9`MyD{Cr6k`U7mj9jF}
zBW{_!S9NWjrpv<4V61b?;&SJEi|Y>}#ti})hBR<nM2;o5vR)vt7;+^{`ld{Kxuub^
z%T4|I8D^{;{3P>xckDHL^Xf~(nk<&mo()&YZ8xLY*~j{uO8_k9SVo+c92A!Y!`$jq
zP09w%E@H4)0600+vGOTzzR7qbP0gOa`8XD}RL;UH$u8&3X?&1eQp+!^K;5H_AXPD0
zpVFz5p_PnZPtCe+Wg-&sYj<wCoT}<K=F0HGRFy>W96F=0A2cH|bev6}l#-~2K>k&v
zQNSFVkZJ4dW>^%lk6#(S3^7?RXEGxD3S|0*<GD3OYv2eL)xkicB&56%7N?YnAMY0S
z@!k7!R5xUQ)5qpVZ~7QW{HFYkHJZr1Xvn@PaxY5zfS_qhyYs)Ao4x&YD{RQVX^j8l
zN>Bg1s?y!VerJD^x2I-Rq@T7gX)41X1ibIwvKssBRxfii&J_*_=>eVxz7tnUGCc8%
z!*u6#u2>$|+3z)*FjdW;1B}R^C&A&~U5bAc;!FztuGHe@JdzSgxtG{|mN;C^K3<ro
z(};F)I7rR1_e*+(dOlCp-LMg~M*Q|_`2FLDpmjl|IMW(QNC$Y-tFjafp+f<zH~Vw|
z)&oJ43#|62zN81y%fCoH$lZ7E-7l1Fdc4i-Ox|9qnwQeGUc*rGpg3da%GJBwJRfQc
zT*(^U{FyQN4hBC}TVgpAxsV84uHa}+O35caxYMM&ZJ)3<ow3`YOOhgAqC4t85wteA
z6E*$Fqaopm6D7Y)+BvH4^i?LUPAPkcUYd!n7((??rz(W0nX*;Ain^7unt%Ok!b3U*
zvDPPLW!xT4<&8|~Fqw>TUA?8`r*hM2>L04<g?sZNAQqGoy&Fg>1GX<D&)cT0QIJSk
z@NM`g!z(Wt*r#2)1?oqZ*md*$S7zCB-T*rF`<s-5ugPgCH*Etu+k^JGeCX!Qlb^7a
zY!#<klf)LSQmTRL`(=)GV@Q%F!Bul5000vPgwTR@$6y`_P<&pjR?A5fB4608RDC#N
ztK`)PoyuP_c?U0clw=5~Ndpd@TCEQJ9&VY~?DZ^v`lx`%NnRz=cn+HMF5R3JV{*(0
zBti46VpQ#{@H=K~%<VKdnvy2a(Is$RHNT3K8dTsW8k93Ep`#ABo~hDvvvn;?&egE{
zW)Pma1oRq*+lMJsiev)R1yLm^mBpinKg27_hWqq<jLI=vGu)ySV^%Z1y)&9Rmz>)y
z{mtbquqDGo(e<nH+hgoP&C*-<OncrmM)FT9;c+c3jNUy;hl<5TK{p=O=vGUo3SGuS
z#evAOD8W;6`kJZ8hZRdx6%eys-jeee6wu6M(h;l|4G^!{DQBqR%gFk5&r_-FJ6ny%
zb7eD1d%Iu5P1;;rqfJkgKg2){8j}iVy=e`n5oA@ZQBX*!OjNSJbUKu0Q3JGa@5@rT
z!IqM;H!6{LKhB{1qq${xQ{e2>ZAf(bBWi2E-$*zL&sPW6i>6n{)7dCvw!aLEpZa20
zlDI%5p`x-e<`z}))K`vJ3RMboM)wM}^KMZ3%k-SBPu~_AxWnC5tD(<{TmYtGMb(B-
zG_ceol0#WF{nbq49>kPX^*;RQvb;JgLmV|?9976EoV0-OK~=Eca~>pWFXeTM=e1_-
zXApgr<}Z;(+rb)}h(PnnQHGNuUrQGgR%-%GM+7{6ba}l(c3&}aEeN8VHmILimOur<
z4~81uH%HLw3oJ}`jO{&&8{Re|DfIL6QUgBUx1+uL<u|Rz{!Tq^Cw0$lF~Gs3lsBA5
zBq-FP_b6o*n?myT(?S}wxFx5V*ac_1w!=I^jnPk@Ua<5;z?E@-o^wVoU|p|$^mE^k
zL9wxogs5N?VTZOaS>D9M{=$_|F(Xqzx{V$@2080$n!ui6WjH7se>F4)3P6vBDe%Ut
z(%eoUh2L%sQ3ypON`L!wW=DJ^nxfFooBa7w_-R2%hr$l~Mt?WSc-uil%;+6DkI<jt
zgi-T^nrpw)bFcSk+r8MOoNOC!5h|3xZrfNLg+QapS!O<mXu0`QO%3;WgcX-bJ8OW|
zL!L_5Di}|iN%VO=Y(Jc^Yw;#)WgXS7Y@(Ef-hu1Ajw}{_y_6$CJ>t`9m)3<C_)KLI
zX;n?%{bJ0oJVuSGXzi|Wt}!tzxrw=%C2Q|Gl`(*k;bBBNW{I8pfpKxgCShfTUk?!I
zavhh*&71smcCGWjIgG<VbSpF%;LM-OTe*O!)*MCM!x%1;r4e_422Nv!2phGgV|^@_
zmWeX<X4e+@YuEm3Bw;c{VXrn%!Ch>9N6@G~f{-5?bhC(S{uSpGH^Kj`hlDsoq>!q*
znfE&MBWSQ`Ks17sHOa8p1$en-kgO67Z~-r{w>OlqCb-9|;(oh}j*e;($croB6_-9X
z0n_s%X@W~x6AV4{{H(z_e(nxH^hR$RpPDB-8}c#rZUzf6(m&R950<go%y1RO`2FdZ
z=s(7bm-bC7R5aR-8uNzuO>jWyod@X+qQnTXbv@94|6#qJ&$F^xyZd^cg6)HcsHSbP
z9Vbx+1G9WXKU2fwB2g4%12m|wdAyZbX+7|&Cbrsg>b(Lr1MGE~ywA&ZgZy7}L(=<s
z13Fw=M3vZF#$j2WLH)b)VF3n05#OjAxboMzDV!Yx#O}0MB?KZ%z6^P91MzA#m>w#1
zaayoGLD`tezAPl){N?>ZX1*dLz9N<<t<as`n~81$W#f=;pm!#f=(ROe?D#EX-T4uB
z^1#TPSHEu?8`88tZAhdAjp_-f@T-eYh`Sub&2>3GBj&R<PRVp8lD&+f+M00fikWzH
zSFwIx-eS14SJGKyq7aXoc_;ZGB!X1=S59z8R)VA+XR^Z-m}jrV!z=L*Ez`Ir?I1F#
zxWJclX`%p+jFbd{n>V=+4|^A?DpunsWLSeBdU+UKzhKfukv**aJ)&T6O&O)_)WP_3
z1K6Z~O1tx2kBKo;l;ghdug?|kts2eoygQ}P=5^ZE2=24CR?W;tCu1x8-CLXd&Af+m
z2L>OB(=-Z$k1n=gw5n{Hp5)Iyq3L#`8FghJ>Q{SQe713K`4J6$`L^<#CCi=<nhEWN
zq%R)J8UTDkzRmWl*4KWrrV+S`*i6=({mJ}O<!(Yv#_1r|M2)OZBPX*KplO(YSs=x2
zzKb&xw}~XEj}Sh5<D0v+IBa{D8bQG5!G8v^TOq#4#uu|1ChKf$YY%c&Y-NvYUq<tW
z^0<q}w9q*7-CO+?8oeRZIBb3^I<&Hgo0^Gw2nO}7?-)|lrV0`inxDquzZNt<r-3D2
zWK@z9LE`0lmSHN4D)GauDvUI>5%y~$<Qv`{16Y<YFk^Sh-3Kvv4uFoG{O8IOYm>;V
zkE^_4E!k2ZT%=_3mhIQ->`4NlEz!MZpm-pu+fy%P9NF=Yg{lqXeQ^bfZ3m&Jk5Jze
zCevaI;5?o|S&GUvM}%)|zZ}u(vXchd$zm#|iNkocs)hNxzH7-NWq7g`o;Ag!aE24z
z`#kPedd`0TzPe7LFxV`Zmfi261~SflCR))&3f-KXe@8=BZH-4ZYKExogJfPYz1$U=
z2z=I<x$UQ9z*R{n=aOph)fgAI7}W{=sALpDL|Oj1-&*pn_ALwM<7F=grZIb=H`u8!
z>1Nb$=ELLP>QC_%SGLvUFFDI$&R=`f8R0Qn-;P_+XCI7z0nlY5QqIAGW$YKEiB}hc
z%KdF4bs`I*Lo)c+9^-j@dOqz|n;JCoR&cfD2p+jMjYHD<;M)(y!>6D6)L=l6U1qM>
zk0^PR)bkwUB}08Gw$z5k*<ada{5IaeFAQ&-Hyp9wP8I1#*mvYk-G_B&;zIG2QX9S6
z{<LatOlHe8f0VD$yAnxSZ{fiWz8otWKYDBa+<19~`zszwVYi$JBII7=Rb?zS#SlGU
zI)h_WD+wD5ei16)wOq48bIb1bN0A7m2mBhoOP-%BUR^>b{pV_GYUS6-dcHmpsoHzy
z)qY9xC%B1wCi92;n@5wnhlr$lwl_ad%d}xJbYA@Y;?D)V*!%;CacOV}BQjG)$sv^E
zzDlb&7y?;$s~1A}blXh=){wr%?dH0O*xN6SVPUVDo_Rcjh4^{O$JqL&WyZFIpXLhx
z@dP2TYRCMp)H--8=_M_YV|~qij1L)-hX`C0xL+V;?N}TdJ02|6!Ik6dMw+|0y0b+z
zXlNQtD*{1&@YGIiF%O~L1)VM~V}j3|TIPfQoQN##l0Hr)Fgx7L2VwEXyiM`Sp}kF*
zrdnStHOWg8+9kG#z*TL|D<#qi>oehD$3c%yHc=KDiq3&QX800Jrvx}5!#3yko^zjH
z92mGsR$_Y>MaOvDWgykF47Ak3A41gaXGxx%(J_VOICiehl6&c?$~(X4e^W_fc*2X!
zo6{tW$X;*s_91=-nIgmRRiC^<ddS;~?e6jbwq1P$iZH+HF0BFz5*iuXj`=9lcDgVP
zdDtuJcNBugMNuOUK^(t%Vr+by7v01-gx^ng^4vZPAW%ePA81My*#>BB!+av$Qg2yF
zwYNhp^2m@sO446_*rOd*D3TjdK!lQ&w$FwvD%>7w-ks)IFof*IZ^wA^S+JXUwC+u!
zpAu(@@29-9#qyP6rXP8AV2<a59OqRAAt5hLNX&E$M3CCd6N_J+r_Vl)9q+n&VuGW<
zrG3ft%T4E7FqEZg?iX-lE@m~z6as%gG$VkJ)g`cXTX%Pf?bLlkNu#Mc6wN(=;&AFy
zM%bnrHMzjSrhEAb0o_g+=?TnKK8IL!FBY-y_D!8~lYg3dg*XmxOZ8jqp(#133`4Z0
z_e++~cdpFC`w6>$3>&;<<{9+&4RAc2J$_Joz?!sP&&}N2j5Yeg|M@Y-Ej&3T1lB=T
zXQU-}ioIY6JG27ns|eOy%*0DG(k2SQFu#|(B1bm`?Q<l~6TcoY9)m6R)!rSLhB3}2
zt<+|Bc@=_&ypR0@I^~jw^M+Hu4ZU&2<?OFnS^4&y<NXWOs*keh!{cZoNU~_~4-B8V
zmw`@tjJ~iU-gnD_C$zs@>tFEx;b0(-%~@AswUZ(*7NWK}JjH0g>l`+{bFa1H^bbeZ
zW%B=tq)JOj{3ijuCU<|6RB4F^(${i|znSMXH2a&RN=r!I=tcfM^Vfm2gw%~`;(yQn
zEnoT<NtKrP4-wDbvj-yo7R~_f{(q5F>3>M-znJNNYc2jEsiN2Vtp`&7pw#~Y%SvF8

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-reg.xml
new file mode 100644
index 00000000..1cf81bcd
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-reg.xml
@@ -0,0 +1,486 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-026-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='148' subinstr-id='12'/>
+         <instruction instr-id='148' subinstr-id='14'/>
+         <instruction instr-id='148' subinstr-id='16'/>
+         <instruction instr-id='148' subinstr-id='18'/>
+         <instruction instr-id='148' subinstr-id='20'/>
+         <instruction instr-id='148' subinstr-id='22'/>
+         <instruction instr-id='148' subinstr-id='24'/>
+         <instruction instr-id='148' subinstr-id='26'/>
+         <instruction instr-id='148' subinstr-id='28'/>
+         <instruction instr-id='148' subinstr-id='30'/>
+         <instruction instr-id='148' subinstr-id='32'/>
+         <instruction instr-id='148' subinstr-id='34'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='156' subinstr-id='2'/>
+         <instruction instr-id='156' subinstr-id='4'/>
+         <instruction instr-id='156' subinstr-id='6'/>
+         <instruction instr-id='156' subinstr-id='8'/>
+         <instruction instr-id='156' subinstr-id='10'/>
+         <instruction instr-id='156' subinstr-id='12'/>
+         <instruction instr-id='156' subinstr-id='14'/>
+         <instruction instr-id='156' subinstr-id='16'/>
+         <instruction instr-id='156' subinstr-id='18'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='188'/>
+         <instruction instr-id='202'/>
+         <instruction instr-id='215'/>
+         <instruction instr-id='215' subinstr-id='2'/>
+         <instruction instr-id='215' subinstr-id='4'/>
+         <instruction instr-id='215' subinstr-id='6'/>
+         <instruction instr-id='215' subinstr-id='8'/>
+         <instruction instr-id='215' subinstr-id='10'/>
+         <instruction instr-id='215' subinstr-id='14'/>
+         <instruction instr-id='215' subinstr-id='16'/>
+         <instruction instr-id='215' subinstr-id='18'/>
+         <instruction instr-id='215' subinstr-id='20'/>
+         <instruction instr-id='215' subinstr-id='22'/>
+         <instruction instr-id='215' subinstr-id='24'/>
+         <instruction instr-id='215' subinstr-id='28'/>
+         <instruction instr-id='215' subinstr-id='30'/>
+         <instruction instr-id='215' subinstr-id='32'/>
+         <instruction instr-id='215' subinstr-id='36'/>
+         <instruction instr-id='215' subinstr-id='38'/>
+         <instruction instr-id='215' subinstr-id='40'/>
+         <instruction instr-id='215' subinstr-id='42'/>
+         <instruction instr-id='215' subinstr-id='44'/>
+         <instruction instr-id='215' subinstr-id='46'/>
+         <instruction instr-id='221'/>
+         <instruction instr-id='221' subinstr-id='2'/>
+         <instruction instr-id='221' subinstr-id='4'/>
+         <instruction instr-id='221' subinstr-id='6'/>
+         <instruction instr-id='221' subinstr-id='8'/>
+         <instruction instr-id='221' subinstr-id='10'/>
+         <instruction instr-id='227'/>
+         <instruction instr-id='227' subinstr-id='2'/>
+         <instruction instr-id='227' subinstr-id='4'/>
+         <instruction instr-id='227' subinstr-id='6'/>
+         <instruction instr-id='227' subinstr-id='8'/>
+         <instruction instr-id='227' subinstr-id='10'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='239' subinstr-id='8'/>
+         <instruction instr-id='239' subinstr-id='10'/>
+         <instruction instr-id='246'/>
+         <instruction instr-id='259'/>
+         <instruction instr-id='259' subinstr-id='2'/>
+         <instruction instr-id='259' subinstr-id='4'/>
+         <instruction instr-id='259' subinstr-id='6'/>
+         <instruction instr-id='259' subinstr-id='8'/>
+         <instruction instr-id='259' subinstr-id='10'/>
+         <instruction instr-id='259' subinstr-id='12'/>
+         <instruction instr-id='259' subinstr-id='14'/>
+         <instruction instr-id='259' subinstr-id='16'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='273' subinstr-id='8'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='279' subinstr-id='4'/>
+         <instruction instr-id='279' subinstr-id='6'/>
+         <instruction instr-id='279' subinstr-id='8'/>
+         <instruction instr-id='279' subinstr-id='10'/>
+         <instruction instr-id='279' subinstr-id='12'/>
+         <instruction instr-id='279' subinstr-id='14'/>
+         <instruction instr-id='279' subinstr-id='16'/>
+         <instruction instr-id='285'/>
+         <instruction instr-id='285' subinstr-id='2'/>
+         <instruction instr-id='285' subinstr-id='4'/>
+         <instruction instr-id='285' subinstr-id='6'/>
+         <instruction instr-id='285' subinstr-id='8'/>
+         <instruction instr-id='285' subinstr-id='10'/>
+         <instruction instr-id='291'/>
+         <instruction instr-id='291' subinstr-id='2'/>
+         <instruction instr-id='291' subinstr-id='4'/>
+         <instruction instr-id='291' subinstr-id='6'/>
+         <instruction instr-id='291' subinstr-id='8'/>
+         <instruction instr-id='291' subinstr-id='10'/>
+         <instruction instr-id='294' subinstr-id='2'/>
+         <instruction instr-id='294' subinstr-id='4'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='297' subinstr-id='2'/>
+         <instruction instr-id='297' subinstr-id='4'/>
+         <instruction instr-id='297' subinstr-id='6'/>
+         <instruction instr-id='297' subinstr-id='8'/>
+         <instruction instr-id='297' subinstr-id='10'/>
+         <instruction instr-id='297' subinstr-id='12'/>
+         <instruction instr-id='303'/>
+         <instruction instr-id='303' subinstr-id='2'/>
+         <instruction instr-id='303' subinstr-id='4'/>
+         <instruction instr-id='303' subinstr-id='6'/>
+         <instruction instr-id='303' subinstr-id='8'/>
+         <instruction instr-id='303' subinstr-id='10'/>
+         <instruction instr-id='309'/>
+         <instruction instr-id='309' subinstr-id='2'/>
+         <instruction instr-id='309' subinstr-id='4'/>
+         <instruction instr-id='309' subinstr-id='6'/>
+         <instruction instr-id='309' subinstr-id='8'/>
+         <instruction instr-id='309' subinstr-id='10'/>
+         <instruction instr-id='312' subinstr-id='2'/>
+         <instruction instr-id='312' subinstr-id='4'/>
+         <instruction instr-id='315'/>
+         <instruction instr-id='315' subinstr-id='2'/>
+         <instruction instr-id='315' subinstr-id='4'/>
+         <instruction instr-id='315' subinstr-id='6'/>
+         <instruction instr-id='315' subinstr-id='8'/>
+         <instruction instr-id='321'/>
+         <instruction instr-id='321' subinstr-id='2'/>
+         <instruction instr-id='321' subinstr-id='4'/>
+         <instruction instr-id='321' subinstr-id='6'/>
+         <instruction instr-id='321' subinstr-id='8'/>
+         <instruction instr-id='321' subinstr-id='10'/>
+         <instruction instr-id='327'/>
+         <instruction instr-id='327' subinstr-id='2'/>
+         <instruction instr-id='327' subinstr-id='4'/>
+         <instruction instr-id='327' subinstr-id='6'/>
+         <instruction instr-id='327' subinstr-id='8'/>
+         <instruction instr-id='327' subinstr-id='10'/>
+         <instruction instr-id='333'/>
+         <instruction instr-id='333' subinstr-id='2'/>
+         <instruction instr-id='333' subinstr-id='4'/>
+         <instruction instr-id='333' subinstr-id='6'/>
+         <instruction instr-id='333' subinstr-id='8'/>
+         <instruction instr-id='333' subinstr-id='10'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='339' subinstr-id='2'/>
+         <instruction instr-id='339' subinstr-id='4'/>
+         <instruction instr-id='339' subinstr-id='6'/>
+         <instruction instr-id='339' subinstr-id='8'/>
+         <instruction instr-id='339' subinstr-id='10'/>
+         <instruction instr-id='345'/>
+         <instruction instr-id='345' subinstr-id='2'/>
+         <instruction instr-id='345' subinstr-id='4'/>
+         <instruction instr-id='345' subinstr-id='6'/>
+         <instruction instr-id='345' subinstr-id='8'/>
+         <instruction instr-id='351'/>
+         <instruction instr-id='351' subinstr-id='2'/>
+         <instruction instr-id='351' subinstr-id='4'/>
+         <instruction instr-id='351' subinstr-id='6'/>
+         <instruction instr-id='351' subinstr-id='8'/>
+         <instruction instr-id='351' subinstr-id='10'/>
+         <instruction instr-id='351' subinstr-id='12'/>
+         <instruction instr-id='357'/>
+         <instruction instr-id='357' subinstr-id='2'/>
+         <instruction instr-id='357' subinstr-id='4'/>
+         <instruction instr-id='357' subinstr-id='6'/>
+         <instruction instr-id='357' subinstr-id='8'/>
+         <instruction instr-id='357' subinstr-id='10'/>
+         <instruction instr-id='357' subinstr-id='12'/>
+         <instruction instr-id='363'/>
+         <instruction instr-id='363' subinstr-id='2'/>
+         <instruction instr-id='363' subinstr-id='4'/>
+         <instruction instr-id='363' subinstr-id='6'/>
+         <instruction instr-id='363' subinstr-id='8'/>
+         <instruction instr-id='363' subinstr-id='10'/>
+         <instruction instr-id='363' subinstr-id='12'/>
+         <instruction instr-id='369'/>
+         <instruction instr-id='369' subinstr-id='2'/>
+         <instruction instr-id='369' subinstr-id='4'/>
+         <instruction instr-id='369' subinstr-id='6'/>
+         <instruction instr-id='369' subinstr-id='8'/>
+         <instruction instr-id='369' subinstr-id='10'/>
+         <instruction instr-id='369' subinstr-id='12'/>
+         <instruction instr-id='375'/>
+         <instruction instr-id='375' subinstr-id='2'/>
+         <instruction instr-id='375' subinstr-id='4'/>
+         <instruction instr-id='375' subinstr-id='6'/>
+         <instruction instr-id='375' subinstr-id='8'/>
+         <instruction instr-id='375' subinstr-id='10'/>
+         <instruction instr-id='381'/>
+         <instruction instr-id='381' subinstr-id='2'/>
+         <instruction instr-id='381' subinstr-id='4'/>
+         <instruction instr-id='381' subinstr-id='6'/>
+         <instruction instr-id='381' subinstr-id='8'/>
+         <instruction instr-id='381' subinstr-id='10'/>
+         <instruction instr-id='387'/>
+         <instruction instr-id='387' subinstr-id='2'/>
+         <instruction instr-id='387' subinstr-id='4'/>
+         <instruction instr-id='387' subinstr-id='6'/>
+         <instruction instr-id='387' subinstr-id='8'/>
+         <instruction instr-id='387' subinstr-id='10'/>
+         <instruction instr-id='393'/>
+         <instruction instr-id='393' subinstr-id='2'/>
+         <instruction instr-id='393' subinstr-id='4'/>
+         <instruction instr-id='393' subinstr-id='6'/>
+         <instruction instr-id='393' subinstr-id='8'/>
+         <instruction instr-id='393' subinstr-id='10'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='399' subinstr-id='2'/>
+         <instruction instr-id='399' subinstr-id='4'/>
+         <instruction instr-id='399' subinstr-id='6'/>
+         <instruction instr-id='399' subinstr-id='8'/>
+         <instruction instr-id='399' subinstr-id='10'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='405' subinstr-id='2'/>
+         <instruction instr-id='405' subinstr-id='4'/>
+         <instruction instr-id='405' subinstr-id='6'/>
+         <instruction instr-id='405' subinstr-id='8'/>
+         <instruction instr-id='405' subinstr-id='10'/>
+         <instruction instr-id='405' subinstr-id='12'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='411' subinstr-id='2'/>
+         <instruction instr-id='411' subinstr-id='4'/>
+         <instruction instr-id='411' subinstr-id='6'/>
+         <instruction instr-id='411' subinstr-id='8'/>
+         <instruction instr-id='411' subinstr-id='10'/>
+         <instruction instr-id='417'/>
+         <instruction instr-id='417' subinstr-id='2'/>
+         <instruction instr-id='417' subinstr-id='4'/>
+         <instruction instr-id='417' subinstr-id='6'/>
+         <instruction instr-id='417' subinstr-id='8'/>
+         <instruction instr-id='417' subinstr-id='10'/>
+         <instruction instr-id='423'/>
+         <instruction instr-id='423' subinstr-id='2'/>
+         <instruction instr-id='423' subinstr-id='4'/>
+         <instruction instr-id='423' subinstr-id='6'/>
+         <instruction instr-id='423' subinstr-id='8'/>
+         <instruction instr-id='423' subinstr-id='10'/>
+         <instruction instr-id='429'/>
+         <instruction instr-id='429' subinstr-id='2'/>
+         <instruction instr-id='429' subinstr-id='4'/>
+         <instruction instr-id='429' subinstr-id='6'/>
+         <instruction instr-id='429' subinstr-id='8'/>
+         <instruction instr-id='429' subinstr-id='10'/>
+         <instruction instr-id='435'/>
+         <instruction instr-id='435' subinstr-id='2'/>
+         <instruction instr-id='435' subinstr-id='4'/>
+         <instruction instr-id='435' subinstr-id='6'/>
+         <instruction instr-id='435' subinstr-id='8'/>
+         <instruction instr-id='441'/>
+         <instruction instr-id='441' subinstr-id='2'/>
+         <instruction instr-id='441' subinstr-id='4'/>
+         <instruction instr-id='441' subinstr-id='6'/>
+         <instruction instr-id='441' subinstr-id='8'/>
+         <instruction instr-id='441' subinstr-id='10'/>
+         <instruction instr-id='447'/>
+         <instruction instr-id='447' subinstr-id='2'/>
+         <instruction instr-id='447' subinstr-id='4'/>
+         <instruction instr-id='447' subinstr-id='6'/>
+         <instruction instr-id='447' subinstr-id='8'/>
+         <instruction instr-id='447' subinstr-id='10'/>
+         <instruction instr-id='453'/>
+         <instruction instr-id='453' subinstr-id='2'/>
+         <instruction instr-id='453' subinstr-id='4'/>
+         <instruction instr-id='453' subinstr-id='6'/>
+         <instruction instr-id='453' subinstr-id='8'/>
+         <instruction instr-id='459'/>
+         <instruction instr-id='459' subinstr-id='2'/>
+         <instruction instr-id='459' subinstr-id='4'/>
+         <instruction instr-id='459' subinstr-id='6'/>
+         <instruction instr-id='459' subinstr-id='8'/>
+         <instruction instr-id='465'/>
+         <instruction instr-id='465' subinstr-id='2'/>
+         <instruction instr-id='465' subinstr-id='4'/>
+         <instruction instr-id='465' subinstr-id='6'/>
+         <instruction instr-id='465' subinstr-id='8'/>
+         <instruction instr-id='471'/>
+         <instruction instr-id='471' subinstr-id='2'/>
+         <instruction instr-id='471' subinstr-id='4'/>
+         <instruction instr-id='471' subinstr-id='6'/>
+         <instruction instr-id='471' subinstr-id='8'/>
+         <instruction instr-id='471' subinstr-id='10'/>
+         <instruction instr-id='477'/>
+         <instruction instr-id='477' subinstr-id='2'/>
+         <instruction instr-id='477' subinstr-id='4'/>
+         <instruction instr-id='477' subinstr-id='6'/>
+         <instruction instr-id='477' subinstr-id='8'/>
+         <instruction instr-id='477' subinstr-id='10'/>
+         <instruction instr-id='483'/>
+         <instruction instr-id='483' subinstr-id='2'/>
+         <instruction instr-id='483' subinstr-id='4'/>
+         <instruction instr-id='483' subinstr-id='6'/>
+         <instruction instr-id='483' subinstr-id='8'/>
+         <instruction instr-id='483' subinstr-id='10'/>
+         <instruction instr-id='489'/>
+         <instruction instr-id='489' subinstr-id='2'/>
+         <instruction instr-id='489' subinstr-id='4'/>
+         <instruction instr-id='489' subinstr-id='6'/>
+         <instruction instr-id='489' subinstr-id='8'/>
+         <instruction instr-id='489' subinstr-id='10'/>
+         <instruction instr-id='494'/>
+         <instruction instr-id='497'/>
+         <instruction instr-id='497' subinstr-id='2'/>
+         <instruction instr-id='497' subinstr-id='4'/>
+         <instruction instr-id='502'/>
+         <instruction instr-id='502' subinstr-id='2'/>
+         <instruction instr-id='505'/>
+         <instruction instr-id='505' subinstr-id='2'/>
+         <instruction instr-id='505' subinstr-id='4'/>
+         <instruction instr-id='505' subinstr-id='6'/>
+         <instruction instr-id='505' subinstr-id='8'/>
+         <instruction instr-id='505' subinstr-id='10'/>
+         <instruction instr-id='511'/>
+         <instruction instr-id='511' subinstr-id='2'/>
+         <instruction instr-id='511' subinstr-id='4'/>
+         <instruction instr-id='511' subinstr-id='6'/>
+         <instruction instr-id='511' subinstr-id='8'/>
+         <instruction instr-id='511' subinstr-id='10'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='517' subinstr-id='6'/>
+         <instruction instr-id='517' subinstr-id='8'/>
+         <instruction instr-id='517' subinstr-id='10'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='525' subinstr-id='2'/>
+         <instruction instr-id='525' subinstr-id='4'/>
+         <instruction instr-id='525' subinstr-id='6'/>
+         <instruction instr-id='525' subinstr-id='8'/>
+         <instruction instr-id='525' subinstr-id='10'/>
+         <instruction instr-id='531'/>
+         <instruction instr-id='531' subinstr-id='2'/>
+         <instruction instr-id='531' subinstr-id='4'/>
+         <instruction instr-id='531' subinstr-id='6'/>
+         <instruction instr-id='531' subinstr-id='8'/>
+         <instruction instr-id='531' subinstr-id='10'/>
+         <instruction instr-id='537'/>
+         <instruction instr-id='537' subinstr-id='2'/>
+         <instruction instr-id='537' subinstr-id='4'/>
+         <instruction instr-id='537' subinstr-id='6'/>
+         <instruction instr-id='537' subinstr-id='8'/>
+         <instruction instr-id='537' subinstr-id='10'/>
+         <instruction instr-id='537' subinstr-id='12'/>
+         <instruction instr-id='537' subinstr-id='14'/>
+         <instruction instr-id='537' subinstr-id='16'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='542' subinstr-id='2'/>
+         <instruction instr-id='545'/>
+         <instruction instr-id='545' subinstr-id='2'/>
+         <instruction instr-id='545' subinstr-id='4'/>
+         <instruction instr-id='545' subinstr-id='6'/>
+         <instruction instr-id='545' subinstr-id='8'/>
+         <instruction instr-id='545' subinstr-id='10'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='2'/>
+         <instruction instr-id='551' subinstr-id='4'/>
+         <instruction instr-id='551' subinstr-id='6'/>
+         <instruction instr-id='551' subinstr-id='8'/>
+         <instruction instr-id='551' subinstr-id='10'/>
+         <instruction instr-id='557'/>
+         <instruction instr-id='557' subinstr-id='2'/>
+         <instruction instr-id='557' subinstr-id='4'/>
+         <instruction instr-id='557' subinstr-id='6'/>
+         <instruction instr-id='557' subinstr-id='8'/>
+         <instruction instr-id='557' subinstr-id='12'/>
+         <instruction instr-id='557' subinstr-id='14'/>
+         <instruction instr-id='557' subinstr-id='16'/>
+         <instruction instr-id='557' subinstr-id='18'/>
+         <instruction instr-id='557' subinstr-id='20'/>
+         <instruction instr-id='557' subinstr-id='22'/>
+         <instruction instr-id='557' subinstr-id='24'/>
+         <instruction instr-id='557' subinstr-id='26'/>
+         <instruction instr-id='557' subinstr-id='28'/>
+         <instruction instr-id='565'/>
+         <instruction instr-id='565' subinstr-id='2'/>
+         <instruction instr-id='565' subinstr-id='4'/>
+         <instruction instr-id='565' subinstr-id='6'/>
+         <instruction instr-id='565' subinstr-id='8'/>
+         <instruction instr-id='565' subinstr-id='10'/>
+         <instruction instr-id='580'/>
+         <instruction instr-id='580' subinstr-id='2'/>
+         <instruction instr-id='580' subinstr-id='4'/>
+         <instruction instr-id='580' subinstr-id='6'/>
+         <instruction instr-id='580' subinstr-id='8'/>
+         <instruction instr-id='580' subinstr-id='10'/>
+         <instruction instr-id='595'/>
+         <instruction instr-id='595' subinstr-id='2'/>
+         <instruction instr-id='595' subinstr-id='4'/>
+         <instruction instr-id='595' subinstr-id='6'/>
+         <instruction instr-id='595' subinstr-id='8'/>
+         <instruction instr-id='595' subinstr-id='10'/>
+         <instruction instr-id='595' subinstr-id='12'/>
+         <instruction instr-id='610'/>
+         <instruction instr-id='610' subinstr-id='2'/>
+         <instruction instr-id='610' subinstr-id='4'/>
+         <instruction instr-id='610' subinstr-id='6'/>
+         <instruction instr-id='610' subinstr-id='8'/>
+         <instruction instr-id='610' subinstr-id='12'/>
+         <instruction instr-id='610' subinstr-id='14'/>
+         <instruction instr-id='610' subinstr-id='16'/>
+         <instruction instr-id='610' subinstr-id='18'/>
+         <instruction instr-id='610' subinstr-id='20'/>
+         <instruction instr-id='610' subinstr-id='24'/>
+         <instruction instr-id='610' subinstr-id='26'/>
+         <instruction instr-id='610' subinstr-id='28'/>
+         <instruction instr-id='610' subinstr-id='30'/>
+         <instruction instr-id='610' subinstr-id='32'/>
+         <instruction instr-id='610' subinstr-id='34'/>
+         <instruction instr-id='610' subinstr-id='36'/>
+         <instruction instr-id='610' subinstr-id='38'/>
+         <instruction instr-id='610' subinstr-id='40'/>
+         <instruction instr-id='616'/>
+         <instruction instr-id='616' subinstr-id='2'/>
+         <instruction instr-id='616' subinstr-id='4'/>
+         <instruction instr-id='616' subinstr-id='6'/>
+         <instruction instr-id='616' subinstr-id='8'/>
+         <instruction instr-id='616' subinstr-id='10'/>
+         <instruction instr-id='616' subinstr-id='12'/>
+         <instruction instr-id='616' subinstr-id='14'/>
+         <instruction instr-id='616' subinstr-id='16'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='622' subinstr-id='8'/>
+         <instruction instr-id='622' subinstr-id='10'/>
+         <instruction instr-id='622' subinstr-id='12'/>
+         <instruction instr-id='622' subinstr-id='14'/>
+         <instruction instr-id='622' subinstr-id='16'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='628' subinstr-id='2'/>
+         <instruction instr-id='628' subinstr-id='4'/>
+         <instruction instr-id='628' subinstr-id='6'/>
+         <instruction instr-id='628' subinstr-id='8'/>
+         <instruction instr-id='628' subinstr-id='10'/>
+         <instruction instr-id='628' subinstr-id='12'/>
+         <instruction instr-id='628' subinstr-id='14'/>
+         <instruction instr-id='628' subinstr-id='16'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='634' subinstr-id='2'/>
+         <instruction instr-id='634' subinstr-id='4'/>
+         <instruction instr-id='634' subinstr-id='6'/>
+         <instruction instr-id='634' subinstr-id='8'/>
+         <instruction instr-id='634' subinstr-id='10'/>
+         <instruction instr-id='634' subinstr-id='12'/>
+         <instruction instr-id='634' subinstr-id='14'/>
+         <instruction instr-id='634' subinstr-id='16'/>
+         <instruction instr-id='642'/>
+         <instruction instr-id='642' subinstr-id='2'/>
+         <instruction instr-id='642' subinstr-id='4'/>
+         <instruction instr-id='642' subinstr-id='6'/>
+         <instruction instr-id='642' subinstr-id='8'/>
+         <instruction instr-id='642' subinstr-id='10'/>
+         <instruction instr-id='642' subinstr-id='12'/>
+         <bounding-box x1='45' y1='395' x2='538' y2='581'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-str.xml
new file mode 100644
index 00000000..96a4efb5
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026-str.xml
@@ -0,0 +1,809 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-026-str.xml'>
+   <table id='1'>
+      <region page='1' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='3'>
+            <bounding-box x1='248' y1='571' x2='356' y2='581'/>
+            <content>Fused aluminum oxide</content>
+            <instruction instr-id='148' subinstr-id='0'/>
+            <instruction instr-id='148' subinstr-id='2'/>
+            <instruction instr-id='148' subinstr-id='4'/>
+            <instruction instr-id='148' subinstr-id='6'/>
+            <instruction instr-id='148' subinstr-id='8'/>
+            <instruction instr-id='148' subinstr-id='10'/>
+            <instruction instr-id='148' subinstr-id='12'/>
+            <instruction instr-id='148' subinstr-id='14'/>
+            <instruction instr-id='148' subinstr-id='16'/>
+            <instruction instr-id='148' subinstr-id='18'/>
+            <instruction instr-id='148' subinstr-id='20'/>
+            <instruction instr-id='148' subinstr-id='22'/>
+            <instruction instr-id='148' subinstr-id='24'/>
+            <instruction instr-id='148' subinstr-id='26'/>
+            <instruction instr-id='148' subinstr-id='28'/>
+            <instruction instr-id='148' subinstr-id='30'/>
+            <instruction instr-id='148' subinstr-id='32'/>
+            <instruction instr-id='148' subinstr-id='34'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='5'>
+            <bounding-box x1='455' y1='571' x2='526' y2='581'/>
+            <content>Silicon carbide</content>
+            <instruction instr-id='156' subinstr-id='0'/>
+            <instruction instr-id='156' subinstr-id='2'/>
+            <instruction instr-id='156' subinstr-id='4'/>
+            <instruction instr-id='156' subinstr-id='6'/>
+            <instruction instr-id='156' subinstr-id='8'/>
+            <instruction instr-id='156' subinstr-id='10'/>
+            <instruction instr-id='156' subinstr-id='12'/>
+            <instruction instr-id='156' subinstr-id='14'/>
+            <instruction instr-id='156' subinstr-id='16'/>
+            <instruction instr-id='156' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='252' y1='560' x2='274' y2='570'/>
+            <content>2009</content>
+            <instruction instr-id='175' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='332' y1='560' x2='354' y2='570'/>
+            <content>2010</content>
+            <instruction instr-id='188' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='450' y1='560' x2='472' y2='570'/>
+            <content>2009</content>
+            <instruction instr-id='202' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='516' y1='560' x2='538' y2='570'/>
+            <content>2010</content>
+            <instruction instr-id='246' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='45' y1='549' x2='162' y2='559'/>
+            <content>United States and Canada</content>
+            <instruction instr-id='215' subinstr-id='0'/>
+            <instruction instr-id='215' subinstr-id='2'/>
+            <instruction instr-id='215' subinstr-id='4'/>
+            <instruction instr-id='215' subinstr-id='6'/>
+            <instruction instr-id='215' subinstr-id='8'/>
+            <instruction instr-id='215' subinstr-id='10'/>
+            <instruction instr-id='215' subinstr-id='14'/>
+            <instruction instr-id='215' subinstr-id='16'/>
+            <instruction instr-id='215' subinstr-id='18'/>
+            <instruction instr-id='215' subinstr-id='20'/>
+            <instruction instr-id='215' subinstr-id='22'/>
+            <instruction instr-id='215' subinstr-id='24'/>
+            <instruction instr-id='215' subinstr-id='28'/>
+            <instruction instr-id='215' subinstr-id='30'/>
+            <instruction instr-id='215' subinstr-id='32'/>
+            <instruction instr-id='215' subinstr-id='36'/>
+            <instruction instr-id='215' subinstr-id='38'/>
+            <instruction instr-id='215' subinstr-id='40'/>
+            <instruction instr-id='215' subinstr-id='42'/>
+            <instruction instr-id='215' subinstr-id='44'/>
+            <instruction instr-id='215' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='243' y1='549' x2='274' y2='559'/>
+            <content>60,400</content>
+            <instruction instr-id='221' subinstr-id='0'/>
+            <instruction instr-id='221' subinstr-id='2'/>
+            <instruction instr-id='221' subinstr-id='4'/>
+            <instruction instr-id='221' subinstr-id='6'/>
+            <instruction instr-id='221' subinstr-id='8'/>
+            <instruction instr-id='221' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='324' y1='549' x2='354' y2='559'/>
+            <content>60,400</content>
+            <instruction instr-id='227' subinstr-id='0'/>
+            <instruction instr-id='227' subinstr-id='2'/>
+            <instruction instr-id='227' subinstr-id='4'/>
+            <instruction instr-id='227' subinstr-id='6'/>
+            <instruction instr-id='227' subinstr-id='8'/>
+            <instruction instr-id='227' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='442' y1='549' x2='472' y2='559'/>
+            <content>42,600</content>
+            <instruction instr-id='233' subinstr-id='0'/>
+            <instruction instr-id='233' subinstr-id='2'/>
+            <instruction instr-id='233' subinstr-id='4'/>
+            <instruction instr-id='233' subinstr-id='6'/>
+            <instruction instr-id='233' subinstr-id='8'/>
+            <instruction instr-id='233' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='507' y1='549' x2='538' y2='559'/>
+            <content>42,600</content>
+            <instruction instr-id='239' subinstr-id='0'/>
+            <instruction instr-id='239' subinstr-id='2'/>
+            <instruction instr-id='239' subinstr-id='4'/>
+            <instruction instr-id='239' subinstr-id='6'/>
+            <instruction instr-id='239' subinstr-id='8'/>
+            <instruction instr-id='239' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='45' y1='538' x2='88' y2='548'/>
+            <content>Argentina</content>
+            <instruction instr-id='259' subinstr-id='0'/>
+            <instruction instr-id='259' subinstr-id='2'/>
+            <instruction instr-id='259' subinstr-id='4'/>
+            <instruction instr-id='259' subinstr-id='6'/>
+            <instruction instr-id='259' subinstr-id='8'/>
+            <instruction instr-id='259' subinstr-id='10'/>
+            <instruction instr-id='259' subinstr-id='12'/>
+            <instruction instr-id='259' subinstr-id='14'/>
+            <instruction instr-id='259' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='264' y1='538' x2='274' y2='548'/>
+            <content>—</content>
+            <instruction instr-id='264' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='344' y1='538' x2='354' y2='548'/>
+            <content>—</content>
+            <instruction instr-id='264' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='447' y1='538' x2='472' y2='548'/>
+            <content>5,000</content>
+            <instruction instr-id='267' subinstr-id='0'/>
+            <instruction instr-id='267' subinstr-id='2'/>
+            <instruction instr-id='267' subinstr-id='4'/>
+            <instruction instr-id='267' subinstr-id='6'/>
+            <instruction instr-id='267' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='513' y1='538' x2='538' y2='548'/>
+            <content>5,000</content>
+            <instruction instr-id='273' subinstr-id='0'/>
+            <instruction instr-id='273' subinstr-id='2'/>
+            <instruction instr-id='273' subinstr-id='4'/>
+            <instruction instr-id='273' subinstr-id='6'/>
+            <instruction instr-id='273' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='45' y1='527' x2='84' y2='537'/>
+            <content>Australia</content>
+            <instruction instr-id='279' subinstr-id='0'/>
+            <instruction instr-id='279' subinstr-id='2'/>
+            <instruction instr-id='279' subinstr-id='4'/>
+            <instruction instr-id='279' subinstr-id='6'/>
+            <instruction instr-id='279' subinstr-id='8'/>
+            <instruction instr-id='279' subinstr-id='10'/>
+            <instruction instr-id='279' subinstr-id='12'/>
+            <instruction instr-id='279' subinstr-id='14'/>
+            <instruction instr-id='279' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='243' y1='527' x2='274' y2='537'/>
+            <content>50,000</content>
+            <instruction instr-id='285' subinstr-id='0'/>
+            <instruction instr-id='285' subinstr-id='2'/>
+            <instruction instr-id='285' subinstr-id='4'/>
+            <instruction instr-id='285' subinstr-id='6'/>
+            <instruction instr-id='285' subinstr-id='8'/>
+            <instruction instr-id='285' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='324' y1='527' x2='354' y2='537'/>
+            <content>50,000</content>
+            <instruction instr-id='291' subinstr-id='0'/>
+            <instruction instr-id='291' subinstr-id='2'/>
+            <instruction instr-id='291' subinstr-id='4'/>
+            <instruction instr-id='291' subinstr-id='6'/>
+            <instruction instr-id='291' subinstr-id='8'/>
+            <instruction instr-id='291' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='463' y1='527' x2='473' y2='537'/>
+            <content>—</content>
+            <instruction instr-id='294' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='528' y1='527' x2='538' y2='537'/>
+            <content>—</content>
+            <instruction instr-id='294' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='45' y1='516' x2='76' y2='526'/>
+            <content>Austria</content>
+            <instruction instr-id='297' subinstr-id='0'/>
+            <instruction instr-id='297' subinstr-id='2'/>
+            <instruction instr-id='297' subinstr-id='4'/>
+            <instruction instr-id='297' subinstr-id='6'/>
+            <instruction instr-id='297' subinstr-id='8'/>
+            <instruction instr-id='297' subinstr-id='10'/>
+            <instruction instr-id='297' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='243' y1='516' x2='274' y2='526'/>
+            <content>60,000</content>
+            <instruction instr-id='303' subinstr-id='0'/>
+            <instruction instr-id='303' subinstr-id='2'/>
+            <instruction instr-id='303' subinstr-id='4'/>
+            <instruction instr-id='303' subinstr-id='6'/>
+            <instruction instr-id='303' subinstr-id='8'/>
+            <instruction instr-id='303' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='324' y1='516' x2='354' y2='526'/>
+            <content>60,000</content>
+            <instruction instr-id='309' subinstr-id='0'/>
+            <instruction instr-id='309' subinstr-id='2'/>
+            <instruction instr-id='309' subinstr-id='4'/>
+            <instruction instr-id='309' subinstr-id='6'/>
+            <instruction instr-id='309' subinstr-id='8'/>
+            <instruction instr-id='309' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='463' y1='516' x2='473' y2='526'/>
+            <content>—</content>
+            <instruction instr-id='312' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='528' y1='516' x2='538' y2='526'/>
+            <content>—</content>
+            <instruction instr-id='312' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='45' y1='505' x2='70' y2='515'/>
+            <content>Brazil</content>
+            <instruction instr-id='315' subinstr-id='0'/>
+            <instruction instr-id='315' subinstr-id='2'/>
+            <instruction instr-id='315' subinstr-id='4'/>
+            <instruction instr-id='315' subinstr-id='6'/>
+            <instruction instr-id='315' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='243' y1='505' x2='274' y2='515'/>
+            <content>50,000</content>
+            <instruction instr-id='321' subinstr-id='0'/>
+            <instruction instr-id='321' subinstr-id='2'/>
+            <instruction instr-id='321' subinstr-id='4'/>
+            <instruction instr-id='321' subinstr-id='6'/>
+            <instruction instr-id='321' subinstr-id='8'/>
+            <instruction instr-id='321' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='324' y1='505' x2='354' y2='515'/>
+            <content>50,000</content>
+            <instruction instr-id='327' subinstr-id='0'/>
+            <instruction instr-id='327' subinstr-id='2'/>
+            <instruction instr-id='327' subinstr-id='4'/>
+            <instruction instr-id='327' subinstr-id='6'/>
+            <instruction instr-id='327' subinstr-id='8'/>
+            <instruction instr-id='327' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='442' y1='505' x2='472' y2='515'/>
+            <content>43,000</content>
+            <instruction instr-id='333' subinstr-id='0'/>
+            <instruction instr-id='333' subinstr-id='2'/>
+            <instruction instr-id='333' subinstr-id='4'/>
+            <instruction instr-id='333' subinstr-id='6'/>
+            <instruction instr-id='333' subinstr-id='8'/>
+            <instruction instr-id='333' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='507' y1='505' x2='538' y2='515'/>
+            <content>43,000</content>
+            <instruction instr-id='339' subinstr-id='0'/>
+            <instruction instr-id='339' subinstr-id='2'/>
+            <instruction instr-id='339' subinstr-id='4'/>
+            <instruction instr-id='339' subinstr-id='6'/>
+            <instruction instr-id='339' subinstr-id='8'/>
+            <instruction instr-id='339' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='45' y1='494' x2='71' y2='504'/>
+            <content>China</content>
+            <instruction instr-id='345' subinstr-id='0'/>
+            <instruction instr-id='345' subinstr-id='2'/>
+            <instruction instr-id='345' subinstr-id='4'/>
+            <instruction instr-id='345' subinstr-id='6'/>
+            <instruction instr-id='345' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='238' y1='494' x2='274' y2='504'/>
+            <content>700,000</content>
+            <instruction instr-id='351' subinstr-id='0'/>
+            <instruction instr-id='351' subinstr-id='2'/>
+            <instruction instr-id='351' subinstr-id='4'/>
+            <instruction instr-id='351' subinstr-id='6'/>
+            <instruction instr-id='351' subinstr-id='8'/>
+            <instruction instr-id='351' subinstr-id='10'/>
+            <instruction instr-id='351' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='318' y1='494' x2='354' y2='504'/>
+            <content>700,000</content>
+            <instruction instr-id='357' subinstr-id='0'/>
+            <instruction instr-id='357' subinstr-id='2'/>
+            <instruction instr-id='357' subinstr-id='4'/>
+            <instruction instr-id='357' subinstr-id='6'/>
+            <instruction instr-id='357' subinstr-id='8'/>
+            <instruction instr-id='357' subinstr-id='10'/>
+            <instruction instr-id='357' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='436' y1='494' x2='472' y2='504'/>
+            <content>455,000</content>
+            <instruction instr-id='363' subinstr-id='0'/>
+            <instruction instr-id='363' subinstr-id='2'/>
+            <instruction instr-id='363' subinstr-id='4'/>
+            <instruction instr-id='363' subinstr-id='6'/>
+            <instruction instr-id='363' subinstr-id='8'/>
+            <instruction instr-id='363' subinstr-id='10'/>
+            <instruction instr-id='363' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='502' y1='494' x2='538' y2='504'/>
+            <content>455,000</content>
+            <instruction instr-id='369' subinstr-id='0'/>
+            <instruction instr-id='369' subinstr-id='2'/>
+            <instruction instr-id='369' subinstr-id='4'/>
+            <instruction instr-id='369' subinstr-id='6'/>
+            <instruction instr-id='369' subinstr-id='8'/>
+            <instruction instr-id='369' subinstr-id='10'/>
+            <instruction instr-id='369' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='45' y1='483' x2='76' y2='493'/>
+            <content>France</content>
+            <instruction instr-id='375' subinstr-id='0'/>
+            <instruction instr-id='375' subinstr-id='2'/>
+            <instruction instr-id='375' subinstr-id='4'/>
+            <instruction instr-id='375' subinstr-id='6'/>
+            <instruction instr-id='375' subinstr-id='8'/>
+            <instruction instr-id='375' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='243' y1='483' x2='274' y2='493'/>
+            <content>40,000</content>
+            <instruction instr-id='381' subinstr-id='0'/>
+            <instruction instr-id='381' subinstr-id='2'/>
+            <instruction instr-id='381' subinstr-id='4'/>
+            <instruction instr-id='381' subinstr-id='6'/>
+            <instruction instr-id='381' subinstr-id='8'/>
+            <instruction instr-id='381' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='324' y1='483' x2='354' y2='493'/>
+            <content>40,000</content>
+            <instruction instr-id='387' subinstr-id='0'/>
+            <instruction instr-id='387' subinstr-id='2'/>
+            <instruction instr-id='387' subinstr-id='4'/>
+            <instruction instr-id='387' subinstr-id='6'/>
+            <instruction instr-id='387' subinstr-id='8'/>
+            <instruction instr-id='387' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='442' y1='483' x2='472' y2='493'/>
+            <content>16,000</content>
+            <instruction instr-id='393' subinstr-id='0'/>
+            <instruction instr-id='393' subinstr-id='2'/>
+            <instruction instr-id='393' subinstr-id='4'/>
+            <instruction instr-id='393' subinstr-id='6'/>
+            <instruction instr-id='393' subinstr-id='8'/>
+            <instruction instr-id='393' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='507' y1='483' x2='538' y2='493'/>
+            <content>16,000</content>
+            <instruction instr-id='399' subinstr-id='0'/>
+            <instruction instr-id='399' subinstr-id='2'/>
+            <instruction instr-id='399' subinstr-id='4'/>
+            <instruction instr-id='399' subinstr-id='6'/>
+            <instruction instr-id='399' subinstr-id='8'/>
+            <instruction instr-id='399' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='45' y1='472' x2='86' y2='482'/>
+            <content>Germany</content>
+            <instruction instr-id='405' subinstr-id='0'/>
+            <instruction instr-id='405' subinstr-id='2'/>
+            <instruction instr-id='405' subinstr-id='4'/>
+            <instruction instr-id='405' subinstr-id='6'/>
+            <instruction instr-id='405' subinstr-id='8'/>
+            <instruction instr-id='405' subinstr-id='10'/>
+            <instruction instr-id='405' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='243' y1='472' x2='274' y2='482'/>
+            <content>80,000</content>
+            <instruction instr-id='411' subinstr-id='0'/>
+            <instruction instr-id='411' subinstr-id='2'/>
+            <instruction instr-id='411' subinstr-id='4'/>
+            <instruction instr-id='411' subinstr-id='6'/>
+            <instruction instr-id='411' subinstr-id='8'/>
+            <instruction instr-id='411' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='324' y1='472' x2='354' y2='482'/>
+            <content>80,000</content>
+            <instruction instr-id='417' subinstr-id='0'/>
+            <instruction instr-id='417' subinstr-id='2'/>
+            <instruction instr-id='417' subinstr-id='4'/>
+            <instruction instr-id='417' subinstr-id='6'/>
+            <instruction instr-id='417' subinstr-id='8'/>
+            <instruction instr-id='417' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='442' y1='472' x2='472' y2='482'/>
+            <content>36,000</content>
+            <instruction instr-id='423' subinstr-id='0'/>
+            <instruction instr-id='423' subinstr-id='2'/>
+            <instruction instr-id='423' subinstr-id='4'/>
+            <instruction instr-id='423' subinstr-id='6'/>
+            <instruction instr-id='423' subinstr-id='8'/>
+            <instruction instr-id='423' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='507' y1='472' x2='538' y2='482'/>
+            <content>36,000</content>
+            <instruction instr-id='429' subinstr-id='0'/>
+            <instruction instr-id='429' subinstr-id='2'/>
+            <instruction instr-id='429' subinstr-id='4'/>
+            <instruction instr-id='429' subinstr-id='6'/>
+            <instruction instr-id='429' subinstr-id='8'/>
+            <instruction instr-id='429' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='45' y1='461' x2='66' y2='471'/>
+            <content>India</content>
+            <instruction instr-id='435' subinstr-id='0'/>
+            <instruction instr-id='435' subinstr-id='2'/>
+            <instruction instr-id='435' subinstr-id='4'/>
+            <instruction instr-id='435' subinstr-id='6'/>
+            <instruction instr-id='435' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='243' y1='461' x2='274' y2='471'/>
+            <content>40,000</content>
+            <instruction instr-id='441' subinstr-id='0'/>
+            <instruction instr-id='441' subinstr-id='2'/>
+            <instruction instr-id='441' subinstr-id='4'/>
+            <instruction instr-id='441' subinstr-id='6'/>
+            <instruction instr-id='441' subinstr-id='8'/>
+            <instruction instr-id='441' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='324' y1='461' x2='354' y2='471'/>
+            <content>40,000</content>
+            <instruction instr-id='447' subinstr-id='0'/>
+            <instruction instr-id='447' subinstr-id='2'/>
+            <instruction instr-id='447' subinstr-id='4'/>
+            <instruction instr-id='447' subinstr-id='6'/>
+            <instruction instr-id='447' subinstr-id='8'/>
+            <instruction instr-id='447' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='447' y1='461' x2='472' y2='471'/>
+            <content>5,000</content>
+            <instruction instr-id='453' subinstr-id='0'/>
+            <instruction instr-id='453' subinstr-id='2'/>
+            <instruction instr-id='453' subinstr-id='4'/>
+            <instruction instr-id='453' subinstr-id='6'/>
+            <instruction instr-id='453' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='513' y1='461' x2='538' y2='471'/>
+            <content>5,000</content>
+            <instruction instr-id='459' subinstr-id='0'/>
+            <instruction instr-id='459' subinstr-id='2'/>
+            <instruction instr-id='459' subinstr-id='4'/>
+            <instruction instr-id='459' subinstr-id='6'/>
+            <instruction instr-id='459' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='45' y1='450' x2='72' y2='460'/>
+            <content>Japan</content>
+            <instruction instr-id='465' subinstr-id='0'/>
+            <instruction instr-id='465' subinstr-id='2'/>
+            <instruction instr-id='465' subinstr-id='4'/>
+            <instruction instr-id='465' subinstr-id='6'/>
+            <instruction instr-id='465' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='243' y1='450' x2='274' y2='460'/>
+            <content>25,000</content>
+            <instruction instr-id='471' subinstr-id='0'/>
+            <instruction instr-id='471' subinstr-id='2'/>
+            <instruction instr-id='471' subinstr-id='4'/>
+            <instruction instr-id='471' subinstr-id='6'/>
+            <instruction instr-id='471' subinstr-id='8'/>
+            <instruction instr-id='471' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='324' y1='450' x2='354' y2='460'/>
+            <content>25,000</content>
+            <instruction instr-id='477' subinstr-id='0'/>
+            <instruction instr-id='477' subinstr-id='2'/>
+            <instruction instr-id='477' subinstr-id='4'/>
+            <instruction instr-id='477' subinstr-id='6'/>
+            <instruction instr-id='477' subinstr-id='8'/>
+            <instruction instr-id='477' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='442' y1='450' x2='472' y2='460'/>
+            <content>60,000</content>
+            <instruction instr-id='483' subinstr-id='0'/>
+            <instruction instr-id='483' subinstr-id='2'/>
+            <instruction instr-id='483' subinstr-id='4'/>
+            <instruction instr-id='483' subinstr-id='6'/>
+            <instruction instr-id='483' subinstr-id='8'/>
+            <instruction instr-id='483' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5' end-row='12' end-col='5'>
+            <bounding-box x1='507' y1='450' x2='538' y2='460'/>
+            <content>60,000</content>
+            <instruction instr-id='489' subinstr-id='0'/>
+            <instruction instr-id='489' subinstr-id='2'/>
+            <instruction instr-id='489' subinstr-id='4'/>
+            <instruction instr-id='489' subinstr-id='6'/>
+            <instruction instr-id='489' subinstr-id='8'/>
+            <instruction instr-id='489' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='45' y1='439' x2='76' y2='449'/>
+            <content>Mexico</content>
+            <instruction instr-id='494' subinstr-id='-1'/>
+            <instruction instr-id='497' subinstr-id='0'/>
+            <instruction instr-id='497' subinstr-id='2'/>
+            <instruction instr-id='497' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='264' y1='439' x2='274' y2='449'/>
+            <content>—</content>
+            <instruction instr-id='502' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='344' y1='439' x2='354' y2='449'/>
+            <content>—</content>
+            <instruction instr-id='502' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='442' y1='439' x2='472' y2='449'/>
+            <content>45,000</content>
+            <instruction instr-id='505' subinstr-id='0'/>
+            <instruction instr-id='505' subinstr-id='2'/>
+            <instruction instr-id='505' subinstr-id='4'/>
+            <instruction instr-id='505' subinstr-id='6'/>
+            <instruction instr-id='505' subinstr-id='8'/>
+            <instruction instr-id='505' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5' end-row='13' end-col='5'>
+            <bounding-box x1='507' y1='439' x2='538' y2='449'/>
+            <content>45,000</content>
+            <instruction instr-id='511' subinstr-id='0'/>
+            <instruction instr-id='511' subinstr-id='2'/>
+            <instruction instr-id='511' subinstr-id='4'/>
+            <instruction instr-id='511' subinstr-id='6'/>
+            <instruction instr-id='511' subinstr-id='8'/>
+            <instruction instr-id='511' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='45' y1='428' x2='79' y2='438'/>
+            <content>Norway</content>
+            <instruction instr-id='517' subinstr-id='0'/>
+            <instruction instr-id='517' subinstr-id='2'/>
+            <instruction instr-id='517' subinstr-id='4'/>
+            <instruction instr-id='517' subinstr-id='6'/>
+            <instruction instr-id='517' subinstr-id='8'/>
+            <instruction instr-id='517' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='264' y1='428' x2='274' y2='438'/>
+            <content>—</content>
+            <instruction instr-id='522' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='344' y1='428' x2='354' y2='438'/>
+            <content>—</content>
+            <instruction instr-id='522' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='442' y1='428' x2='472' y2='438'/>
+            <content>80,000</content>
+            <instruction instr-id='525' subinstr-id='0'/>
+            <instruction instr-id='525' subinstr-id='2'/>
+            <instruction instr-id='525' subinstr-id='4'/>
+            <instruction instr-id='525' subinstr-id='6'/>
+            <instruction instr-id='525' subinstr-id='8'/>
+            <instruction instr-id='525' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5' end-row='14' end-col='5'>
+            <bounding-box x1='507' y1='428' x2='538' y2='438'/>
+            <content>80,000</content>
+            <instruction instr-id='531' subinstr-id='0'/>
+            <instruction instr-id='531' subinstr-id='2'/>
+            <instruction instr-id='531' subinstr-id='4'/>
+            <instruction instr-id='531' subinstr-id='6'/>
+            <instruction instr-id='531' subinstr-id='8'/>
+            <instruction instr-id='531' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='45' y1='417' x2='92' y2='427'/>
+            <content>Venezuela</content>
+            <instruction instr-id='537' subinstr-id='0'/>
+            <instruction instr-id='537' subinstr-id='2'/>
+            <instruction instr-id='537' subinstr-id='4'/>
+            <instruction instr-id='537' subinstr-id='6'/>
+            <instruction instr-id='537' subinstr-id='8'/>
+            <instruction instr-id='537' subinstr-id='10'/>
+            <instruction instr-id='537' subinstr-id='12'/>
+            <instruction instr-id='537' subinstr-id='14'/>
+            <instruction instr-id='537' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='264' y1='417' x2='274' y2='427'/>
+            <content>—</content>
+            <instruction instr-id='542' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3' end-row='15' end-col='3'>
+            <bounding-box x1='344' y1='417' x2='354' y2='427'/>
+            <content>—</content>
+            <instruction instr-id='542' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='442' y1='417' x2='472' y2='427'/>
+            <content>30,000</content>
+            <instruction instr-id='545' subinstr-id='0'/>
+            <instruction instr-id='545' subinstr-id='2'/>
+            <instruction instr-id='545' subinstr-id='4'/>
+            <instruction instr-id='545' subinstr-id='6'/>
+            <instruction instr-id='545' subinstr-id='8'/>
+            <instruction instr-id='545' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5' end-row='15' end-col='5'>
+            <bounding-box x1='507' y1='417' x2='538' y2='427'/>
+            <content>30,000</content>
+            <instruction instr-id='551' subinstr-id='0'/>
+            <instruction instr-id='551' subinstr-id='2'/>
+            <instruction instr-id='551' subinstr-id='4'/>
+            <instruction instr-id='551' subinstr-id='6'/>
+            <instruction instr-id='551' subinstr-id='8'/>
+            <instruction instr-id='551' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='45' y1='406' x2='113' y2='416'/>
+            <content>Other countries</content>
+            <instruction instr-id='557' subinstr-id='0'/>
+            <instruction instr-id='557' subinstr-id='2'/>
+            <instruction instr-id='557' subinstr-id='4'/>
+            <instruction instr-id='557' subinstr-id='6'/>
+            <instruction instr-id='557' subinstr-id='8'/>
+            <instruction instr-id='557' subinstr-id='12'/>
+            <instruction instr-id='557' subinstr-id='14'/>
+            <instruction instr-id='557' subinstr-id='16'/>
+            <instruction instr-id='557' subinstr-id='18'/>
+            <instruction instr-id='557' subinstr-id='20'/>
+            <instruction instr-id='557' subinstr-id='22'/>
+            <instruction instr-id='557' subinstr-id='24'/>
+            <instruction instr-id='557' subinstr-id='26'/>
+            <instruction instr-id='557' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='243' y1='406' x2='274' y2='416'/>
+            <content>80,000</content>
+            <instruction instr-id='565' subinstr-id='0'/>
+            <instruction instr-id='565' subinstr-id='2'/>
+            <instruction instr-id='565' subinstr-id='4'/>
+            <instruction instr-id='565' subinstr-id='6'/>
+            <instruction instr-id='565' subinstr-id='8'/>
+            <instruction instr-id='565' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3' end-row='16' end-col='3'>
+            <bounding-box x1='324' y1='406' x2='354' y2='416'/>
+            <content>80,000</content>
+            <instruction instr-id='580' subinstr-id='0'/>
+            <instruction instr-id='580' subinstr-id='2'/>
+            <instruction instr-id='580' subinstr-id='4'/>
+            <instruction instr-id='580' subinstr-id='6'/>
+            <instruction instr-id='580' subinstr-id='8'/>
+            <instruction instr-id='580' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4' end-row='16' end-col='4'>
+            <bounding-box x1='436' y1='406' x2='472' y2='416'/>
+            <content>190,000</content>
+            <instruction instr-id='595' subinstr-id='0'/>
+            <instruction instr-id='595' subinstr-id='2'/>
+            <instruction instr-id='595' subinstr-id='4'/>
+            <instruction instr-id='595' subinstr-id='6'/>
+            <instruction instr-id='595' subinstr-id='8'/>
+            <instruction instr-id='595' subinstr-id='10'/>
+            <instruction instr-id='595' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5' end-row='16' end-col='5'>
+            <bounding-box x1='502' y1='406' x2='538' y2='416'/>
+            <content>190,000</content>
+            <instruction instr-id='642' subinstr-id='0'/>
+            <instruction instr-id='642' subinstr-id='2'/>
+            <instruction instr-id='642' subinstr-id='4'/>
+            <instruction instr-id='642' subinstr-id='6'/>
+            <instruction instr-id='642' subinstr-id='8'/>
+            <instruction instr-id='642' subinstr-id='10'/>
+            <instruction instr-id='642' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='57' y1='395' x2='151' y2='405'/>
+            <content>World total (rounded)</content>
+            <instruction instr-id='610' subinstr-id='0'/>
+            <instruction instr-id='610' subinstr-id='2'/>
+            <instruction instr-id='610' subinstr-id='4'/>
+            <instruction instr-id='610' subinstr-id='6'/>
+            <instruction instr-id='610' subinstr-id='8'/>
+            <instruction instr-id='610' subinstr-id='12'/>
+            <instruction instr-id='610' subinstr-id='14'/>
+            <instruction instr-id='610' subinstr-id='16'/>
+            <instruction instr-id='610' subinstr-id='18'/>
+            <instruction instr-id='610' subinstr-id='20'/>
+            <instruction instr-id='610' subinstr-id='24'/>
+            <instruction instr-id='610' subinstr-id='26'/>
+            <instruction instr-id='610' subinstr-id='28'/>
+            <instruction instr-id='610' subinstr-id='30'/>
+            <instruction instr-id='610' subinstr-id='32'/>
+            <instruction instr-id='610' subinstr-id='34'/>
+            <instruction instr-id='610' subinstr-id='36'/>
+            <instruction instr-id='610' subinstr-id='38'/>
+            <instruction instr-id='610' subinstr-id='40'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='229' y1='395' x2='274' y2='405'/>
+            <content>1,190,000</content>
+            <instruction instr-id='616' subinstr-id='0'/>
+            <instruction instr-id='616' subinstr-id='2'/>
+            <instruction instr-id='616' subinstr-id='4'/>
+            <instruction instr-id='616' subinstr-id='6'/>
+            <instruction instr-id='616' subinstr-id='8'/>
+            <instruction instr-id='616' subinstr-id='10'/>
+            <instruction instr-id='616' subinstr-id='12'/>
+            <instruction instr-id='616' subinstr-id='14'/>
+            <instruction instr-id='616' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='3' end-row='17' end-col='3'>
+            <bounding-box x1='310' y1='395' x2='354' y2='405'/>
+            <content>1,190,000</content>
+            <instruction instr-id='622' subinstr-id='0'/>
+            <instruction instr-id='622' subinstr-id='2'/>
+            <instruction instr-id='622' subinstr-id='4'/>
+            <instruction instr-id='622' subinstr-id='6'/>
+            <instruction instr-id='622' subinstr-id='8'/>
+            <instruction instr-id='622' subinstr-id='10'/>
+            <instruction instr-id='622' subinstr-id='12'/>
+            <instruction instr-id='622' subinstr-id='14'/>
+            <instruction instr-id='622' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='4' end-row='17' end-col='4'>
+            <bounding-box x1='428' y1='395' x2='472' y2='405'/>
+            <content>1,010,000</content>
+            <instruction instr-id='628' subinstr-id='0'/>
+            <instruction instr-id='628' subinstr-id='2'/>
+            <instruction instr-id='628' subinstr-id='4'/>
+            <instruction instr-id='628' subinstr-id='6'/>
+            <instruction instr-id='628' subinstr-id='8'/>
+            <instruction instr-id='628' subinstr-id='10'/>
+            <instruction instr-id='628' subinstr-id='12'/>
+            <instruction instr-id='628' subinstr-id='14'/>
+            <instruction instr-id='628' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='5' end-row='17' end-col='5'>
+            <bounding-box x1='493' y1='395' x2='538' y2='405'/>
+            <content>1,010,000</content>
+            <instruction instr-id='634' subinstr-id='0'/>
+            <instruction instr-id='634' subinstr-id='2'/>
+            <instruction instr-id='634' subinstr-id='4'/>
+            <instruction instr-id='634' subinstr-id='6'/>
+            <instruction instr-id='634' subinstr-id='8'/>
+            <instruction instr-id='634' subinstr-id='10'/>
+            <instruction instr-id='634' subinstr-id='12'/>
+            <instruction instr-id='634' subinstr-id='14'/>
+            <instruction instr-id='634' subinstr-id='16'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..d203b52ba6da688c798293be386b8825f42a8c77
GIT binary patch
literal 33539
zcmb@sWpG_N6E<jOW{w>*GdpHxwqw3#X6BfgnVFfHId;s<95b`yteu&8XSTkrt^KjL
zO6TZE-L01NJgrl=52?JcC@mu$3k>P-X>=Y8D<K1+jlMYy4-dVxk+q4VDIwc?iz2<K
znWdwVJt4iQCBV^0*vP=f(1@28#=+6v2w(-{nsKJB8ILYzPv+NL+YckS*m!44u(!@z
zSG=yGttRp)Kn;OJn2Rmy8*tn6*%=g)usX)MGJF45;E#$f<pt80TWq}^03_n=ZK;&1
z%0hDT*x1`mk;Pz9zt8S(#B74s)zJ0VBhJ@DcEs#Yj_HSp+4!$d`~iyTSKYyK?A?4{
zI8Ik&UFq425p!FRa5vrSIe+c;P9-gwR%-6EErcwTOdQSnzf1(WG)*OAY#bl-LEhXv
z6ffpdn~FiX=GT6k{Z#WfNPGLaVu~)|8y^W9I+rpoQEhv_&i5uvcLxgP@-|t3HpS1i
zgWKw<k>c)6f_rg`%?wLKbRH*B_Uw%f0?B!I6YU!}*8mVN2lB2jVbKMr2kpil6j~>p
zC=-}dbvC@e?9aC>9w!WX4<ub7<)-FMZZ3+itZ3Ys`0%ZU6`YwO6qgW+>BdDJp4!ju
zZ~2DY;wl4MKY1V7W=uf%NG||Vu%K@~uT(wIr7G<f$Sc_xVykG05~96ubh`OE99*60
zBFgf0AsWJ9bx-F#!N$<#c9|1=@ox=mR%GY1L4@y!S7e#|jSi#tl4--n;0n;o7-HuG
zz*e!>X4!T<0X#}_YaF;#8zv5b(WY;Q;b~HS+6m@v-RN#1a?>2=9|Az4Wf7wg6V5ef
zM<WwEO-V1q94bK(thE<gC*-0L-X0nImsE^Z+s<k^&ph-hW7F$PPy1NP?a4?T&wL@&
z;ne;6Tk&XC$pPz2orW4j4X20j$VDRR;2n<J)LUZ&MG9#LeP=bv?#rPEeb8=i?pm<q
z>98&m+FK5g4hI1#VgNXdHfgq>jBZ_$S@AIJeHt9ZzG3OB1e+eN9kOEv$lpYi9ky}Y
z<U*xZc!&b6Au${zT`TZ#^Aahi9TNfwxROo^QVTYzIj9NL$BS8}mNi(zwS<Oga^*Mf
zBn=Zbh$kH{PtE!BQM?t%E_=fOGmWiy&e322D83k|-`B(9UBhGCBC!`(T07;wBT)=z
z1&OFI+~>y;w`~-Kb4fS+Y>+rS#?6^{kzH+|*WfvNaNfXF9(o`T_*p*ws!J4UtVMGP
zSvz+%K}!?PJXRQ=n1H?b!<mildmjzN<#}Y#AQSPB1z%Nae^JKqYX^rScd}(jJ75#0
z{G~KFcSPmdGd6*d`6qdXM=IK3T7@Ml><zC9LCkT==}q~bm*RFaA)jV|ChO(YK<jV;
zh}Erm-}==rQbDsB;1TsLm=qm@a(*06AJ<Gmoy@EPF9a+}nryaTvWC010sWcH;%;p{
z4XfYxv+zVle38EVL^l?N5`>G8gRl}PN)PshTD-56pT86T?y_kWD2h*=3`g;VejLJ9
zIX+>em})->ulNlaHCas>r*sSkv@Pgi^x5IWlQf>~C~0TF4qTX`td>C?Y7ZGjX=Fl_
zvx9(h(zF@q;=AO4IzU4;xpra^wENo%g{88eX*YXP5R+tFK{)`@eY&)x9BQ}0|2uU4
zz?ldK7o<_4XF0j}0`YWzhSX7rDw&B@<-mr=9_JyHcRS)f<sSJZD7xoK0Fyg#KG<yz
zAX~g&kdSl-V)2KVJX9n;8n&aHj?~HkHY$UP;vHPhxX>hWhUJKRwV2bf8MotNQkux-
zXqvIY@*W3&ja-lIcVyXJ?~B~mWH4M#E#1Q8=+%Z{QK@~s3R^D`a9JB2-yNLmY1%hV
zO2H<m;*ps$$5PB1YwNd=hJFP%PBT7VXqxzQD+IDZ@6T}jx=Q>9#YI&U^rjyBr)W77
zc339#($oMeUU(<4?qufikgN*iLAX-{;3dV1#9vtqzjR1$nOXKwxxORGQlT9?*l3)v
z0W$`;?IxOF+<J?#q<c6`QK#Bd*nbJUNDXoseQAzAY&qd2nY6KMP%wH6pm^HEnB_^x
zMODU@l7FB;t%>;x(~b|pd{`__#lbY697eh@qn2!jg5v*7v%2w&{q25voU~}3)ql)5
zsXwD)ZJc<}#gF9j$Ep#&({XcMs!%ujd5YE-rzml#$nSk9ZDUux2G*1SrloDT2G)@=
zcW~J{^sFt5!W=!{m><)X3g3bvw>}Rm^lwpMOMB`r+CV<B9NjziWVDWcH4cnY8=uUP
zvRIbfwTFb9&!N;v;t~$cD;;B3>ZP2bsZr3(Doa3XI48N?L+A*bkuKy>=`stnkcM<w
z<Y%aq7VF{Q;LvtURP2EHrVA%OS%ga4Z@R=J+0c}Hle7)wv`mqm_yA>(?qagt@BLL&
zVsIVX(l_1@mDA-AC%yh$e{9VHR6tDH1Z`K{DDK|#%MoWD#`0wL;<pSx_+h3BgIy|M
zKH26%E*cX{g-~1CG*YHCQrN7$!Y?AevrDQVI>y!^W?vJxkfX0rorDsY7|N>9he;NB
z$_H1r{E%1L=gNDymyPLOoKJGa$?>AqCDd*^B2=+lLQk0@Gp@wtOX#&S9Kw66Nvzzx
z`>>-OnJ9S+FdR#(e|F80?+^?)$QAg~ZA(E&n`tgSW%{;OLulM`jZqsrb(O-pAoQw+
zG1|M<S7<~zgK1M0^%)s|QOc-Na^dD&2${@)+^5}8_`Y*h5n&IrCZXzmO!zh8_zF)7
z;Q}Hm#+}E!p$UBskm7FY{KSG$l4=C;#g7|s5Na2v6zb^p&?8n{YwmSHt{Wg3(cfz&
zEx>ZaB5c?me-;~hLP@MR!7+bxa^9(>nL}`F#L8mFKTc~8bGi}tjV(c0U6sn8IOwcm
zZb7FA@~P1+(nbWWUFj|$%U0RA>yYT#Y*ef-!@0g|yKU7d(<bHHB9Z&|(!%}$LH~3_
z;}Zn)jf5`^C2^(F+#CjaG7T?wbrF?qIuPTzSc!@ntb0d5rWr#pcP${O;#lCC2zt?n
zH7EwVxs3SifzwiOcs^(oy}gv++>Ff__l}7X2oST9NTjJ*(q0P6v4v5POyn86$?mR7
zk93dDK-r4XSX9clAt*-_ip*n(BGO4v!lMXtN4zTa6vuXXf%7e;T9WEa3#5{-QF^|)
zqxrP(@Z~3QMhPRbheS#tLcDFeX8Sf+BhT&|2x*qVffT`C(JEl<x6l=gwMyG<A*@%h
zznDo05QViTjz|KC*xFVk)PYscZEwcn>J58vM7?&`a4M+v=BK}ElS;36CO15>Q3~f5
z9lbO|@shzu=1jG3@!&qfH<gFtI2>u0TNFa9>jh%wvJgv!<Y)QML}(#c<~VVx(Vqww
zGN}Bt$+w!MwpEdeQ&Rt$-3Nxzxwqb;?4xsGm7cdB*Q;iAtFqm0aho;sN%>s)*j(!t
zQl%L^*T=T&-s(bz7VHkezv-zIJ(krGV)C=4ao}|!bUOB$TBL6t2Qvs)ARM=@iSh42
zgyN8*Njp&R0cBp*Oi-hOsXCt|focK3X@Gqxd5UT$8*x74)emS~PSF4Z(jdl!;`nhe
zd$=0&-s4#|_WNoSgY0nR{3tbuu)Y#Yi$JBun6fa$lZdv%o#Xms<ZB=%40$u{GL%|V
zIn@xH#0XIV#@h`Hwr2Uva&uKuPL`+}V{3?0`4+{9ANg4>zQCw{BNUPuU4vmjVR~~G
zQi#@ZR|rvHDfGB5NQYSm`L1;(@e;G44f2(T{nDVHWivF?@aXJvVaoBS#l{5>XY@2y
zRRDVAi4tE!yxnVsirv-L%=F6U7y4I!<Sd8=6kKp(_6*nW8+KMwLY7V_jv4V*0r-u`
zHTTC?MzoD5E8Cv<k-Z=r-~*%VBeBrF?oR#;-MbyyAq+1oDVJ|RXfyGj#;4o3y&i#4
z!7LKXA)mi{>Hi7SSp^44SsREm!yby-bdHg4pA4V#?EFv&!IglUfz}dxmYk`0guxk7
zWZU=jWrU@=ZA_H7|GJ)%EP*EdcAAp^>6MCja|So~&ZKOrR%aC)2p(el7<H;_sEz6^
zoa&^YdisKdbVIi?5W7YJF+-CTor}8aS0-6JY9L6lZ1I?TC!9fdgo*jjWP0o2OeB7}
z=uzm74k@4qtAi(@>sJhgEXrYpt)jedI+)bCmeC^&Wb$4_L+nkh2Q>_xa+ujR)}@_9
zOuuIYON35&;jcLorV6L%3SEZ5v#+l&S86uD9#mb&DK_j1HmVy+K6O=PDm*Z`oKWLB
zupYA+{A`sj`?{E2YU~wi1{tkSn<9C2EJtK>O_*6~K1dxC9AJCs*^tV(QQ%OiOvb)C
zoYT?Pp>ypANU2Ybb5UYsM3}4nKKN5>ovg~Y6&qniDOsZP*R9`|a<@gy=gccd<rBf1
zA|S54G$60ludM)kds_)agv3D-Jbec!l;RVJ%fPhEYXkkL_LQew)E>!+XiYe#VA1sK
zCJbgFAi^)p`Z^&S_Y;UW)#=rJlN)35H7D)@)Wd$=<8p}oPodx~Pfv_ZKe<fA6HRK*
zCT+uAd}XTK7}TC8pB^6R*q&T-6vU<7k(mIuWlxRLg1Op@fP3ha=!K2|5;P1YjnhPb
zLFbX$d_Ib=LDYbNOndW;#>+>Z2!(#FFKOA{A$&GL%RluXc~TF3m3_jZ30frMINepx
zLebV=Tkz>FQoEk2TUVEWh_<HLm?#JZY#d|Z_HAV~uP=MrRi#*&7{`+@H4yr{I}?|@
z5W}DLu7qx}opBzCYl<Ga+%P_|Z<{Pp_P`1h0%bxyGSs*nrt=NNMf>nq;*GE;DW=hs
ziF_+v(qca{KK>TVm6J`uG(j#hl-#AV0G0lUN|xyvDUiiEG;RTx@)#RXw?<lGuYBk%
zss5RVKNL6<CB9}vkCh$8nBaS$Hle_x`Mjt_uqE~M;znp=J3o3mzs5Y3=?_N(vZOc?
z_&R`eI;f;DyVA_VOh#&)J>NZ!K!SW6!5&@FVrmroOsOJH%F{k_2~C|$B!8Nc8QG=0
z#45;kE9BlpCvx)^GDou`3W-Oem7RnAYV<e@O?Ao@RM=Y(^4#31Pxe*t&|xYH9NlG6
zPQg$D%-o8aBt&aVH-AvQJPXP-ui4{zTuct*uOPcmRb&NiknZ5zz5|TiFp^=3rHXNq
zK%ru|3pOJ^q-$kh{Zkl)f_b<teOU$u04IQcDN7<#_Yk%IDc&&6j5e8SW(dYF*?RFD
z`!9&)KOD;S`e(xvm*4yc{k8|bJh0OMb^GBjMf=#TQR0OyjPQM8h=`%{j-)i!pH6D_
zMwco>KxHajoO|hL8znWXYk9!3tXemW`8?=)OhyQ+{dJANp`?^`iK-#^%R%|<;5QtX
zg<JicB)yYzav{f+C)KEq3ern%w%g{FV~D#?7|j=+<rx#&hAAST6V#6U8?ZB*(#T5c
zH4gn`D&j3TY#b}H`cp9Wu^DtEbItDaf;ch7-h4-n2(VAbqe~`4xmBf=dj;*kn5zgX
z3UHaowxL6?s!7aAkT8xsZc_n35e>W<G1K7KTOc$HR9VRw@XE4jwU;V2zpz=-7a>7l
z(<VG<VzQf!Z|W$%E?AOHl}aXT>ifybFBx%+gvAJL?{TzP0Rk=2HF{b=<K6MoafDiS
zKdEtu9TlopNn2^anLp3-Z~6hykI9eW^T)soW!07sKo3$Oiq54}=y1w9Xc%v07Tlg1
zky)=BM*=Cy(C6gIqmB1Jo19F8g#xh-&e(w{Bl}Ffz)CwtslQT<aG+w$wj6IJ1a#Qb
zEZ6{%B1fP$ZX0yWl4P)uHO>s3K<Utde<OEm&2z)R%Q|7<gHOv2fxVNn2|9S78c}cd
zff$O++wN5Bp+D(BX~npDrYJ2(RtmB#RFp4_5_gx?Q6d($DBN5B8QNr_VIO{YN3@Cy
zQbPb%5pr|oGb<Md^;;;;)<2IVa<_^aBo=B_a(<t@29B>Nm8EpJjtT#e^hy^T+a&Ih
z+w#Gop-Tsx6t?AS?Da(877rOO*rKF`XTsECQx*Cb@7e7>FCdw3AZt5Tq$niFt!Njg
zrWmZ?6#>V)lBc^~jZJs%&EVJWGCz|=pu0o%c-rY+z!($drqWklyv5G~b-yF=l8haN
zI3NrXV$G)JEj(Z)Cud8?C(ezKHzqcCRP7-I9^;{3-V}mCQDQK~;&@XtluZV-54o}y
zMsMfsPmewbd1l_uiX?5An7`1{eEV_t+zSnbMg0g4nY)wVgAMz(@szhA*?H$l380~q
zps8Z&c5eMS7ax;ho{U-b9kw+gzRn>nrm{>9abxDC`X(n*XoP<6a-6*{;DQyL-HEbn
z@>;A{*9+Ej#A?_5(NpG^RALmTx0K|CW~)M`B5n-@TMa)JNz3ohW32i-u6Rgmnfzm?
zlgrbFyxCX!loB1sUs9<hj0MJkJj-a@Rvh-h-wGvxsYOD+=sz*Fd;6g3LmkCZ(ChZi
zMfCFQ&mqy;L~Z7p3t(&})_`ZhBm1AB%A*4<OvFq(b)mM>ok#@aFy)FuvyLa`7i4x5
ztKE;DDY$<M)=|i_<7QDMmvKkQ{>>|hja8M!m4InUbD}YejC+z9C)NjK!IOx~{$kT?
z%|kg=hqlxh8Qr4qw0`JTHHQ(^jnfElC@0kqKO0{E%#%N;o4xW(B)q60!*gXr*tqRt
z!H&-3>W@6@pUJU9>b)_Rjn6zRUL-P};g>vMJJgBFJe#9DwLQhI<V|{Y?z)7KzBBxI
z*7vyIPc9S^7|Zn3v^}a<0Sv_F&O3MFXp^pMiVD2Z$vn}&f{Ew>%U2#5-~VM9Gm7m(
zrP-#T6&JMEJ)#ogo_qbFJh*OAm?~C}7>8lND=-KZ@pcUTWj^iJ0sJaer&}Z5_eDez
z(@sLRC8KPu68rwyowgaW)muwZ%!aDaO-$b{gXlHNtou?#^qfrz<po_WRN^(xQR?XM
z{PxhLTRaWca5ttssikU3Q?L2vev&fR8Dyp$rQWtwxs?RyG;o1tbI}tzN(yXX&3Zqq
zp13{R@J%NbkT1ymt7v(rSnrb9K*1?XvCj7Jj@~eL*3FPfg{J6&8db0M6D38pee&Y5
z9CpX}&9B1VNA%MI>?Wp&42Kj&X(L`0rM~5;aZL{&yzn0|t$b3s!8ARUJ1w@R*CkQP
z<uloEHN<|6s;p0H8}gZ&*|g201|<iuUFcKWwke$qFZ6q51C8!=cn1&^gX65pZbu&X
z{fOPG2b(47xgt4!q>eHuNe^o-K7j#ZNGk^jl=#;6_Mc*mm~GFX4H~I;l=ge9_25##
zv72|98??+@1+&?NQoIf}3PLMNH+?^AKnw3bQMgc300$_NFMS&^IxaWAk3BUg1-H*6
zo!12?n3498zOGbRuAP}v0GnPgiqe-@BHx$rlvBZ%jnS3N1nr;JCy%$y8UNO!BY<$n
z#l7J&m;cKH_X5cyAFh@3HTdbs&0ANUV)gY^ss$@d7yRvM8e_PKYkkg=9=qzmd_LIV
z5VN_HtG)WH5M3GF8I^7~#M@_;`qxeeq04WMK;PJ13m(tq%uY&^hna`iXWJ{yL#LDW
z%5k2y4BH#H&8JbGw0LWI8}cM*a*|F9m8<z=^ipxDmnaz|VItppu`w`^L@lR=+yeQu
z+ls0%1-R{*C5O?qg@WJ=gsPx?OSAq=>#k9ipdGbbLCkY0TNa0-m}DepjJx>@2UQO8
z5=1SkW~N!SSf!gE8AX#vKedeb`UUu6rIm_nG0f87=@0HCV5a3b*NH0$7<cvOSk7+<
zTt*$M7%Yc(QI<8dwNg_V`zz)MN*?#E`)RepeoWhP)sc_V?4GEYE$!TJ76882<0TzW
z`bpOLuzg?5iLX)B>J-;kz|i0b;jl;e?&f1k)v1#G&@#cp+!b`)zH-D?W?oQuo$b|G
zIJH*sjnVb(XYmEt^C2X-%u?Hp7eZt!Hr~n8WTVThn^@=2Z}vwBHmnBuNb<E5JaCTj
zZNRuXTPFnS?N`e2ijKBgoIcJhcD-x#*$GIUO;%6}@$F)k7@}b~+x9*%JE1qmXo#)b
zTKDmNW=lr648?WZ&3VYt`k0*^MN=(`JSkscloHYYm<r)<56DDh)c%{Xz5dm1{hUXr
zRK?f3_&?MSa4TSwe5z+2*!wHFklKW(Zl6+<I6qG|jI&<9DJBNFWeb6?EiejOQUh7F
zmw;gvzjz+m7MV(qb@!uigf4r<RdpjYC6i#=i-l1cazyk|Z5f|(Z!`FEu50+>Ww3|m
zYTjzyRAdw>nBsn}OcJW*5EGXXfTFQycU25zqdW7ZRemlCUY5c-N_pjn)s|HSwsCb4
z_>^mOo>No55bdn|<2CmeVowo<UQe{~nDT+u4BUe!<2Alj7E_;{pv>ADbs3rRhOub6
z_2AM}BNV*aaf*E`;n3MS-UJ#p%3$9q=|fpHqq31jQ4PAXdM{NPCKdL*ig7O`ruIhd
z#j~%bNE8PUkeW4*v;dVJi78%O<<0pUu3WUq_lIdB9vhyvSYC2!27bVy)uh-=9d5Mw
zfeX|ESzwUGtp>P9q$INY@@_%bSb&ux8J)>$PfS3Bz^C7xgVDQyjW+Na*2*J130dK%
z!#B32AK0*U0iwnR6jpSv{m$aS<n|Of8IG)deVD?hYX<ksskzlb=sguyqx?~*Z$@N}
z-oH5gVGL`a&prhUK%dlmg+KE`*h8sW<BOH#SoX&M06H=%0!bYWCmrUtx!Gand^H?4
z9^qF+BSPijPp}|u-4R&jDD~e@o<A@R#f9UUzS1(;!^D?|Z%P>U)Na+~46ID?LuAF_
z_J*Mhcs<3W*t4{#FR?*kbnM2qG3!Y$!WZ<fn3*_x;+EOlKQO<n==GkS$d4(v9f^J<
z!N3-ZqJjG*cXf63bGmOT7g8?9o^YOO+A`=@*sxUXu&(}KHU!30+tYVvS;r>|-Zz{o
z?Vz=gf>Qdto9!#M0UBTi-tbCZoH%m*p#exaeb8)p=G-k-?4emKxH}eOH9Q#cpVkq1
zFwxP$p;JV(<bvr_6V<D>Or~?vxs*dVR6-{p)8I75Gl%}-Cu`3vz$>hiqhMOm!7+$g
z@a41EQthsnv(Dm#(39QPd-5B&%Rq&<1hSj5%QS5%9*lS#c%NPo73BQujjRp-&Nsc+
zK5|qanW;Z_c2*9UzuQ>;&0i_I*&5Ny15AwQWsD5X0D?BIgqjTR-E53ZgzTJ5+A#Er
zHjeMvEJB8NDSIPpM?&WJUd8ujBL^ENdjlhf_avCSy^VpAk)tO4dzy@pUfIai@m){I
z#?r=K$rfN>M9BD&FniY#adi|^`eTjpPr?j_UexB@A|v~s?)OyLyOOoz`ydX4e`^TY
z+t~isCpv}?ujm-GVcw<xp3R3te`Vv|$9|s<;h*_95YkJT89ESZ!hFnD5k{Nv-MG`o
zX#Y`V{GaOInnD0afTfMeKPLX3tBjE&!0^3?km*A~@jnJWJpVfr_-7^mH$xbDK^b~k
z8+$8&B@Dfsyv+Ns^vY6%j`mLPDZ#%T=lEAymXPtER3Zxl2QTm6dk6#soFX7BC<1~6
z1Y~9HXfLKH@Kyb*1|j4m5Cjk?(4QZ`z`<5PUS9g+!P>^!=&#oQUhfxxfIpsRX+LcJ
zx99&u9o)dy-tk?o=e;l)8aWue-*4ZGnTw<Cdpoe+dmT;R;!piU4$VSYQRuxr<h_pI
z_zs2lJCKl#t((1>iRt_5b8>PL3cMrJh)~JR!O_Udfl$KQz{cLz#{L~;hVQa}kMW^~
zC}t0EBNPKzS-mek9n(kC|G&SFwfxKCjq;y00>+s9x9#7t44mwp|9%1nVFm*FfZqR|
zW}JWTr6#?EkdPq2!N?HiV|x{~|K4lH4^sVwln?Hhn7ymJQT$m5%6EX+8yeZ0S({Ku
z7`~(5%+c+=P07jD*3!u8gK`Z2LEIlM{S7%qPMD8z760YJA71^_%MSC0SpVt$4_p-)
z8DSXzz?oi=kp+hF4@>?d%Je^f=|86PK~#E4bs-s9DQW?GGl1nE>I%Q(!QRZ)(Z-&T
z@ef!2(CAOsJC`Mdm2Jc%gk=D>g!KPR42E7<jgXa<4TfG#lUb9AokRQG3r%KbW|;T#
zUT4u{<zRvNtDXI?er7gJHa2#ckHXHx^r!rJexCq4JI9~rcX=3AhWDtz!lB9WZtIWS
zhiz77&5!#3<o~X7vao2wurX?~F*0hyurp}B>%x3E^-=!V`ltRb&-7kC`akX;w*Qg)
z=l<dQpZ*UYKJ?yYKgRrH^TY0kUySS=nv4wZwU59kA^aEgC9I8Y2>$>>@qM@T9X~?x
zd*{bee*_bz|Ln#;@Olrne|==|-){{5i5yJKEdPrft{K{~Qr4hENWu>pez+06%(28@
zEi)o9L-Up}w`SF8#tC_J_U?0GJ!rr~<6LFXkBvF-_@X#z?H{Y^`KCV`jOET)b*ahC
zOp_YrHo%S2N2AW^S|Rsu&nDg25G~WmpB~bC6mE-k`j?zvIpk>8W|d7~qP)mx8h=`4
z^0R+bQ$<V;uRhVNFWbN(gxve)jE^i2X3sB~s>13NfCj$XWO9Uj*TY4XqY9Yk&&`J(
zsgrFZR&SHVFcn?^yIrWq%W|QWx;a_9u4g~b5_`(XxP8!|q)%Z#7<G_NU7)9Q03=&#
zz5*j?d2RfkT>Jy;ze(`_h+W!$&`2vzuWX}YZT9h{#(QY`;L?8)Eb<<i4Bu(_FMQt>
zJ~01IYJj!l$3{75z8{nyJpbPgerz4Xf41&FhwcBI5jV1QHgYsG0MH8BSQ`F!$bWF~
zVTJKuD@^}}kN-CSu>WWOQDdTh_x?V7LVf%F`!_?607(B7IM8Qj$iDxF1^f31{nwX&
zx&4RFvH&Zi|1$sxz8}t-v}|lFgtW{|EQCz&5PwHB1FQB2K2015+1?q!0YfkFv1IST
z|GnoO{{UNYqrVP=KhJ+HsN)|CF!U1d2e6refVGL``#Z;b6nsA-R0)~idGv=jMvm`e
ze606huMY2AFk&KP{1a*aT`W?;_xNi4&kG6{q4B#EA;rhL$;Xa;=zK(CT}BQ{m_Mq2
zL*@U4SWJwp|D{$z2eha1{2hn)h1bcc%{?o#4O8kU(>Hz;sBhu~Qv8OxGBM&yhNwhf
zNXjH7G$1f5VHV&nS`<Q1SV>7G%G8p%^D|{Crr{R2g-MF&OgG#QKcu0WHh&jqPx|Pb
zU!Qkgtnbr2WH?O1_CXQhn~UNp8ds_pS<^qS!%(<^5Y;ZqNFC6*yQr)i#Q0$L(K^`Z
zIHBtE$uSGoUmr}QGQO}!4-oL1-iT71awEc68a1H_7E!fKrZ<}|k2$_XiXnZz*ywOw
zh`9ZAHYtd^n1@ZBj1`3IBG3g4GfygYNRt}Fb5FX~|8hsUjdU$|2~AH(|4E1-KrvhB
z(XVLqsg&OIi_ECnrK2VpVFT>h(9N{9BU)$FWWSQfl)zk=cjTHW#rO%rtx^MUs3}##
zS~yt`DgTpPE&F_!<djkkf?O`@)V;eSIah$zQv5SYrNBwc!&a%&NPzt`AqxVn=)<-`
z>AoorSN~=t)f9yztcG8@Qe)|h5@J!7$YienTD4N<h_9z9h8DS^F07CAFX%g8ast8V
zJmyD%b?*WJ`iZG)6H`j}i1I@_bL(SBECH-_7=x{8Q%8{Ic#aM)gl9aDOZ+t?*YC`w
z!pB$*Fgfllh+l#bws~DSpkZef^OeYBV4u~YZM@JLb3knyb9HkNYZW-M-PxQ7+!Ppb
zfN#u1x_i&G>Kv@<a8#vzRj7m$<?FG2p>zhyZbNxT(qKdgmgYb=7jB3l%;CxeO?Lsw
zc?bQLIS;Uae<0(dVZ}-XXcOd=M|uaoMR>J<MGq>86MdD=+DrP3?S2ZsXvy+v;RV_C
zg`6V_5s8>{^h<yDxGsuAoQaaLuQ=S7DDNPhezKI(u=GpqN0v8gY{8=V;Zfa|>}&e#
z?s(&#3LD|@DX*VKw>Fmjzb;)pL9>D{dT=j69~C@7vio#n1PoEWig#@v*hQ|<Kla+n
z?4>`p2j2A=Uxgc5U8`R=kNOl#DxFNb_5?RFJO@w3Gt~S4BzXp^V*W|5-UDG7BsB=&
z!QMnz%zWg1W!VVS9jKi8PWg)YO8SQJ8&>x-6kY72M9N+tI+4_9<zDd~v^`3d(%!|M
z$B&79d%G$`wZVD2aDXyyi<Rx!;oJDjW4tHKLaXu;-6@hYG(BuJ?4d}$V{*iv3q9ZL
z*SRMN6jFAwW^&EA%2GaJ@}4QkawI_&hG%SBS|C>&$cR<{jeb#e?oV`mpjQ;?sYkBB
z)&tZ4(u>~c?Zc%dpQz{_s$al9payKQK)4QaGr@3V2HS11<3y2$xNb2GakG1nvO91Y
zfe!W}YqnKc>HW03s&=cbU=MT;j1QRSpIxx4(5erGJn25|?!MZ3b9HC<#Qo0rt(8L7
zLF`F&JSei`UMuq&Jg0_35g9)ubvL7W<a^t-2DJ19u@bE#vhMvz)0|YkeV_j#fqg;R
zP1FtSnH6R1kPod#wH(MEH{X)D2TeT)YzRc)|Ko;H{e*oK!9EslOLRBZ^|J=Qd+{b2
z*JCna>CPrU{ws3Is?F8}wFq%nyeBb^0<35O%JVDwVtBN}MGj&sv-(c9;HNA1(;@sl
zaBDohUi!yxg0wIWayi)!k*=&Oa^}9=+HuW51kt_pz`7{`QdcfoFm{G;dJ5nVYL4t0
z;%^~bzESLX!B>{vbZws!x4EYdf4b#_32tN5iaYK!k9vBe*6ykbKVkx$6FCqa{6N?J
zPg;iuY(^kWIk`qprpec+8J^?!4%bZIIv9W_L1EM*7xIVZG#VsJ_I-j6KO@KqD7?|w
zHgmTq^1>bAY*Een7UKgQ^MZNmA+h5~^7wM*1JRR#2D`#liTTQ1`U>298>)t+yT_fQ
zlKpIDTBSGC<Ak)cDIv?Rq%@f?rsOb9TMDUwxCM!;=+cAhk}Ef@+5lTEwGow+Ln!})
z+%<tAA_Fa`&^<<G50oj^vKyzXW<}vtK)3hKp#_@)Pc;3JFDJBwtC951qvsrCt0p=x
z^(U7jg7FjUtu5_h)L5Ls$i^IlHT3uc98R`75qh6H3%wIFPIy$#AqntA%+5;8Xgq}3
zJZN<(&Qy1uu1NNE-ONU(r29QZ6ec>x-f*5<>{<;D%mLUdZ}sq*J=ZB)xjtih1VpE7
zlJK`fDA7UISOC2F=Y^OpgIJ5|Gl2_Y<{UlIX1|~S7?J)e>v(xwb>_R{B%FqhBQe@W
zN2$tkQq?&s<@tQ|%FvQfR3Tz>+$^pxjOz#Z$hp!`grrXs*Q@FqU{AJK1o9R<H$i34
zYdH%fL6s@Zr9}XW4(n<GJ`yIws4g+am2!6e1)$ad?m9zyXT$*-p*7ZD4=5z*dh*b^
zhNd!oxY&|nF<W`8%*NzHk=2#h$B4lv?r7wfF<)a-q0z82Y6iZdvIIEABL$O?EJSi;
z|A4SkeZXk8S(z!yNrkuDJsmm4o;62Zi{M%bW<~ggAk$*Qeb{ObOWzD%x<1vpFlkkG
zHLiAaRwRQvH}K=CaowVyrK;TDrKg^Rs{$~~@Y5ZZW@jXn>Q;1NexB@->!)HNb8fxl
zq>XGrP!bD`JZjs>)<}m8EDjJ$mkcxuK&55ya2BEH$7kKhHZw&ll8lmjv14O6_*17G
z8C2D?8}qV<<1~Un4|EH6z(X2sYQ*&17v|#fsC{*ZG+fSH3nNB+1w$}GVZqG8K5=tm
zhGK7)v{^)}w0Xp|-fDz?rO;)d*eB@qm>?NR9}U@TIVc6vJnLsn5V#P>*I&nR*r_Ot
zWv{T)G=uSU%Kp!myvWhyVPO<u;zB@03`5^eyX2yG(5*;NzUGz0^jzoK)ig05KPUHG
z2lu1(q_48Dpjx9$>{`q|P^BH&2xv%j&<Ws}%6K#lai%V?m{_zC*n|L)HGifG<3hEs
zIGN0AIc2?hCa*d9o$oH&=DjyCGIFJ4F`p&_pW2Aec~sW!=+#}-CQS$Ur1<?wf=uic
zuN=G}V_`mJV-5$^6YWhnXs&*h1iL0KQO`+T(5!_GfAOe)`}b9D)12Egnp71}61H)k
z&+G9Eu-dvVE6*+&0tDRZ)`)}>yVZ=Y3S>#rxvel6aD-UAdH-<?SQ=acc3^jtvIif|
z@hdcZk|mTC&|@;)*qYA#RQBj%Z?wKi^bVlsCz}-xhC;BF`4US$?K}^29#yOi<mk!X
zos5(@PF=`s5?8}=Hda$1!h$)$Iij$@)K({Qhuy0VyiEp2<9!Z@d(V(WBQ01w5xoD&
z{egh?nE*ObWFm@&B<xY7q|KB#T)ZU_lf?yJ3DMlRxtnUwxk)2nU~JD4TeN;fyiIyE
z37KMd)(D3>pKr_{NV@DS>PrO4iThL~9FduxJseJ6&Zm140~qSo<L2n3kaWT_QR)~l
zFNzvsxo_I@1(0sQv7PZW{`Q>g&k%wzAi;u2$^2Nb0Iq;aBxio4SW=}rtUeqlF`^6;
zR-8j?w;E{+e?w-ed)k)Pg!Lcdo3iC5%`a8eQpNeh#k0A@GZW9n>34K;m=AavvNz$g
zrL-C=(n_7B4PG(f4!KH5P#PeNWWzDw1~F95_Oc1S{2Yu*d3H@+ZnZP`Vw?nkC|j%s
zU-`1kep)h%Bf>8du{JUAfg_6r#M(k!_o<bI+z{GgZ+`du95COAeZHMc?oFD)bHaWv
z<=27-KnCO^$qGI~_=*4MbAqUn8zCPN<P{}FDkG8(t^w^+fZF7b85u^R-jhS)pecGX
zhYEOw)(`Xqn|+4ThkZh_{}hJ^FuiD0R!$-?Om&qYLk%-#vi2b}a7b*5-E8#K#WE-M
zSuY+E;)cBYe31_Z29nu{NbmEh6lqAn)VBuA52|%GhC4Ei$kM+CRS?7vYBD3pM7E!K
zn5YAGo8=f>z@GuZPg=H-pWSNDP|DKQGzM1qpqbwbJ{EOvk;W^zV|2!4q+0!%tw2CL
zI-XtAkBDUi=ng7Nfl!5z_M7{+jwbp^3`zL9xcnL(q7W%UWud>fN!UJNuW1}%d5bi7
z+74UbJH{=kRJNGhcX3Um8GRw3VP%}bXI)Uv5a$wZec^B`A2e$-wD#WuBhwVllNcY@
zRgI794b1zM%>#JP6fK<#-<~BbG82q5WMw42`d~kpYKU&&m=LxVUG+#+y-*X7Xf48H
zYG|8#;l|Z8tQi)jH%KtM6DX2<Ak^{%Wu4`lo;@_-V0)9<;zny-)i=SubHHJZuysIa
zy<mF-SVK(8!?vhYTURwFSo6eVzZja3Y2ge?&u`&GWG`<Kv>@J2LN=l)1&nqHBvcW0
z8tavU4`BtN!-HxBe>;s9^h6O1TQ{2$pO9g{hcHWPuP)*8+N}3E+7VccW8dm!2ZFQ7
zVMcNVn!@!Jwds-C@WoUotO{bl7vv7GAuJ#anc~8P=t>;K__K&92mtu^<`7GcO@2aC
zJL3?Kr5;Hpe*&qC5nNk^M0V*ujVKiPow3HX1)wIdt0g@uajKZ_;L=mZiIrAMj$4~W
z7jIUAZ30~Oe9K|>KuD`hM+-?84uV#Xu}MqYQ-tK+Sm16wTw0;}957~la|7ouIlj`f
z_Gs^a*J`Ywq<}<!)zBZz6<U(c=0bYrwWYf?%8BH^5AWHY`ZUKz&>Y~6NJ{?+s`FC|
z`>nG?IvlB(z7<xS5S4{H!xVkP3x`D;1{Hw?^twbmXzu*C?c6|MRYr1cI|I};v!tnj
zrMaob%dXsSsYI2~8*YTk_$`deiPrPMybgqOut7+2CgFNDfxru9BqKT;t$Fa1vtfm2
zij^!Fx4Vj^>M&A7lw#LX2+L&Dbzj-W+`lG?q$Y<(7>a2gS6~#sL<kwKMvly;n79Q_
zr4+D}`5A#oD);?}Bq1h87$QbJtDhQ4HQ(785XW8cha(b(*bT5E!QnKs&C~TXOixIQ
zDG7;|7T>ilSr5PZ<s_d*hzq#LP+kpEYB0^rmOOz(9$IjEcrw$dIqz!Y+Ow-HxmR9=
z(4Y>6|3$ALL>8s{<W@CyNYWIYp`PwaSxl!O$y}Pz78{x^Z}&#{hLK&3?T+-@pUkNd
zvh~~JY8rGy1};ZKm9-&mR^JK{`ftz`;GtLl#(016!m}7E$k{Ujspjy$n<=_zvMJeO
zA%z9Hve{Z^o}#mRw*7gy_4MT7l@^t`ffbh4`E#o%v0NFJv6YszX}g7kmh#jl2{=O;
z5MWajxEivhV2}z4pcnOcO0~2E!?d;4`8}Nl)Zpp{=z`UhAI9%RF#YlOb2>8z!SD;j
z+(eqFN^X$&1RfN8=mhnF8_EQ;iql0!TSOF^MGB_{fsDzx#GJ?hoXmI_oXP`2%Drw`
z@$@lpY_7+2Lz+aRN3oehP!rq~#GJ4(T;(der<U8Gir4z;yxLRC@9R3dTciDk>TUGj
zg>8PSh{awiQ(aW1y8VsY74!qPo?2%**zi@Lqv?e&Ap(exD_e+*@XnM{5KMdcNcU?;
zd|)7>bcR4815lEc&>)q^j3vW_8sID<<>Shm6UuJqcu4o3`r4UPV9+#){S`cyuZ#9a
zl$d=?pR1w0<r^$HwJ#m<Y@WNl<<&sTPNs^CpdzKwWbjf;Ag~>(Nd(M5GZpiEn#T1?
zfJ3>pmr!9|W(A{8%*DT#nWoAnn>}V<>Sjp<%Tt+>1wR02Ly~igxag4aI75M`QxX(t
z5WcktHwPDSrRbqX?G~MKFV!e;MgR1y2P|Jp)72w<XEJ-HbS<E4$J6F(lT46f1a0uu
zbBINP(d=KK5bl|sGD@`Qu7LiDqWI)IHg_%_MGoKRK`5k~e{@6Jb7dJ<L1EQm`Dq1^
zL^NM9gK!fWqQsH7+oD#%x4IKbjd{XN?@WQoE$^h_q;jFtLNFZC*pX)=l1kCLugt)E
zGi4(x_odER<&8C#BZ_?ZQ|~6=X7Q7=4wp)^*~_*riIBuy+1sJ%5Qt(9Ql?JtNKroV
z)WsG<K_y|urYS^am5RcM;fUv=d2P*jt7?3x(OcEmTX&{qeT3A|Cv;8Y2uBHT7FiFl
zuitMBY!h48=!ylo7I$2E9@1V{7YI_ho(=7Jc*B2t?rq)6DEYXQ-t<?;Z;}~d?JLgp
zJ{%$vf*uzKPSJ8*caE=r7SB7!_)`5_r>9vtzBWhPEpk!rZeW-K^H@x`<hVrfhl)yW
z9IQ&F3a0x*m`1->-vX1x5_S_xhUI{!Zl7j+B>rQsHp_Zq2l%ra<r8!lZYIAwi*YxB
z??c^E(6AZfxC*l0T?@>Sz|LV=%#z$OABK!r_%u!fDp2R_<s31?F6<rV56USU^s=Jb
znOsL_z4FRBm+CrRBiUez{f9G6yRCti6DjH!dvaM8>!`^4A1%PoU%*OgfS>o}m2Z$%
zWK^E_J&?Llk6o@$e_@`S07$uKs<|C^2B3RbSvc=FZO~VM{Wx8(bp%zoWiDW^{fJGO
zTAi#)>9HD2MQ;>sk19sQrDDFD1}uqxmxuN}1`{UV`qcpWTjz>z(-C-sWQN@f!qz0U
znzg!@a7K-)0gO_VIMVFvB6W2~y^3<DBoGobnsz_El1VJAAG{y9uy1Nd%Qs6F%Z3gs
z49B=$A@kGxj77KLNAl%j&SE$6M@&gr`1(_JZcKOF*Yc6d9hiQrB={ZT8Rvbg$>6;P
z*OklI!9~_JvP_JqgohbGfs&(eGp(VOV2>yZb3$22+0d$=jg@RZrJkvmK?gCjwAN<G
zu>#+7Khp8>X;`Jr*V6AsppNLotxt^YJ5<zX7ApF&S`rx@mz|l^8cFavmm5kK)$Utc
z;Vx@eJK-)HcG_Ru5N{sS)QT>oig=~T;%!d7_f%f%_xd+8hHozYst>D+=X@Z5T%q-f
z#XMLNXQdae17C6K5_za@sxQ@pg}>Qy0pmjRR+;24&T<k-Q(_K~iAKjfN!By@LSXSv
zz~$78r6v1O!=gfb%2t??PO>LzN9hEsfJx&AtKLSc>N`Oq&3354s-eTqf?!w4=LRk;
zUr$`pkXVGAAMQskr;zjl%Kko5xFB#L<Niob`u%Ygas&DK>2i1WXsrxshcrbKsXMWk
zG*gAq?bO+>E;KK0evC=if=lF^))WyKWmub;zh2A&1gLQdG|th8ztvuiF^PM#COoC8
z;2hGF%IFKZsV7LH<5aBb?4vrRh|bJ>?zAy+g^-L%ZJZ^a39J8vEEyzzLqu0QxQ>j(
zpdMlTdO~)s%BxMMf@jgM=?!%gjZNS_psN~NWgePN(r)}1QLK}Q_;J|C`ibUc>-tR#
zZvB_Jhtl62ldf}@Wtooxr6US{VUOSE+(>}0zsDQ{X>{f2#EM+G_8dZidD{0313tfi
zWKfng#F{)rHtNfB^1K|uA!#DOl8Ji7zkE@*3OjjZ_!_QUu;raL-PWBZO&&gq(-$v9
zf`}Gg=`lOv4IJ}Dr%)@0rnSDTEx-OPV_uX9b{fKAvc;{@o@Sz6J_+PG*Ilc-p^EMp
zZkP&a$Lr;u5^~Pu6z(So7Oo{{-hfmxbqM$KxWVSB`|W*uRuAOa=CAwC@Wrmn=h<1m
zb{E95w0ZBtS~(ky$9QtKWjXK5`SX?JD4uq^_cyHs%F;<!Og%}wMI#`SOLvyGw=AGO
zG?iV^mfk?*&Qbjau)AkL6NVm0SWv-SN_{5xjv7EIjEJ{Nm;%MjK`qLdmu$im>@rn(
z`8RwQpjWO9<&6dvs^OhN7WqeXD6-_zp@xltMfK|Ds!In{Ep}>Hyn5~LGUa$DGU<2^
z&)LjJ;E4vV1`KKA9Razz(!GN4Ho=TvEZMesD@F6;AMid;ex^??-tVUX$0{0KVA0mD
zK$#a}{A!hyrXRsR$Ph-!2twR-NmUtYb+T>N|4XCeVp}MO@N-JbHcT^>bwA?y1QQK}
z$XGqyz{#v<`3;_k?2;V?&+HbMA~+C8<IWJ5M_~9h4FpGN9(8&k5qO@k0orJ!j2Zlw
z2HT0OVzuN*`z1ITs}s!e%^g#CpSzpHVayGdmny4KdfD!zJ{J#y^_Z5EsA4?1xWsak
zb*ITM$8XICP2*W_!joI{=QeV0C(Kw4h_1e$@j%{;`xq;$D;GE>A5*SGc2`9KXzXLR
zN?G;5QN;Np5`G&!5+hIp-Wj|2c*724!VzRTI|%Xp;t;v!#YJK~h%!@lUp7Up-Bplo
zHDpV)viAd?Z-)k$bnEdYH-o5I;tTdg#|jT@KbfTm$~!Wp;O&P{2$SOFBF>r+I-CP}
z1)Z`tZ_`>9{zh1fX6%Da=v1c6ri?(O!Yrdx{YriGSxwdYC-&htLmCWN8uoZ0nNm3o
z%fuf0jYT-4L@n!R$*9TE(!A;tP(6O!3BVj&;?RLzqA0DZ**HA^N`9Q(Di;#k%NCPG
zDzpB6MT+G`NAT+@xlPw{+Npmr-!OiQ=eomav2V$zV=br<v4^*sOP<RmO0zNGU+4!W
zd8mEB^}IhFAuJPAuxNNb!KI92Nf0d2rwI2jMT}9%<tqzbLB*8ZV97&}MhN2Wc4A;e
z-&T$-C)BUM`Tc_5HQN>Q{%Z1&67HE%l|1#`7U~fTaxQo2PBwkrd(F}=<qV;I5R4>m
z`G}w8MivQv0%IbS+24J>Z})-X2}o^LnTzMd(Wtggbh+#j1}QWcITVsOdWR^BCf2p7
zw28O{v2H6EsPwrp<>5EGKD4$BjoL_I)|fFrv1Q(!DpU`~533lDA#mT%`VrArJZn%p
zCn|=Z4f>Erv7qh(vcX_+{Fc}B8POY_YA5Hki#C+5SKikGhvfzrZaMhhzn`~Xp2)6M
zSgv@U9t~>@skV>s=}1(iBy~KlHWQd~N)<Lu196gHcHk)o3>&xTjQ9z;avjuk6PBdb
zjDl$<>W;v3Nk0>cDg;{VOZzGLSqBPEO}J*IOW2-Av^eejLLIBFi>bJfkD6B!zgPb`
zC`3BJImfM>X`Ws{w`VL>zYpHDe9YwLrkB~lYpdbCX_TnkHt=MYhD0ug)t}$WP#$9{
z(uJeY-_R#1#`!~7FT?wF!x2VY&%Nz5MZn=_@$%H0X?!0Lv_>F^GE6<kZ>mJ`1gk-J
zm{!87Ij#Bgqw~RYR_l$kJSS_+vmfiC*Y|_7f;jT}VwgzGc+qxTDFzVw37!<q<^3o>
zF_l?RNypYK9sR@hK9|3LQ-bg82ukT<mR;;R&`0S{Hc8?iHEwm*aX0tHM>gwaxl{M_
zt)*W7^p`;r@5}93bLW5@3;j>lw#A<6-z?=sPZyh3$1SMQ11?*bx~q53`_U)5WfmUS
zv0ps&fQ^B=9o|z&s2X{x(WwlGKEel1J>MzN??0z3V#~<jiT#X=Fw$fZ^TcSCcwlG2
z(BsRrosXdzvfy{UO=DJ<W=$I^o5tiCqQER=De3{4T5q4xNZlv{{(9!sCyQ*ChjwI9
zuQI-MZzJIxacaRivVJ$|@$|{r#*M;EO2_=gl>H5+`wnbgnj8ee9T;?-!p|K!VW?M?
z_!`nfkpS8rD|M~Dm=+H$&@X2KZ4R5VPJwm{X!i3CMj5gqOM@Xec^V)Q12I_zv(=Ki
z3f8NYr#P0)rH-8o`<biS6jrVLv+~YyNyX`mxQ-Dhay=;WEGXwN3#wF7u*q|=QA}&a
z{*2%Xt=G)xQfmCf?bvHwrhsk>3A3+d4w~}xa3HKUu@<p@Hg@+Z=}-6Vc~jOde_b+m
zoFts&bZZA2(ez6U@6L_|+i1JaBi@Jh1@^Nht(=4;-{btyvZSekV4VCtR2t<-ik||a
zSVKRuT2>|5@#g{BxT)ooS7hNuAZO|fbrcx-X8nkG6n8A7{Lq2VNgZS+$&$Ns83V1A
zF3FM(z^1<i)ApSV4^$_~#Mmq01{rwOx*L#L7v{IsE9BfnGrmiLKuMlPS<lU6I$rvb
zvimqU{3;I&XIo3|c<hB74M!Z;>bBiz^RP*4ul*fjg}QjY;<cED$>Fn24D0OeYJ4bz
zh>7uO)s-ZW!Fux<CyV7GtG#$~#ddOk?x&SOwoTVbq4rnpq#Z+~mYqrFOSS+#*bof>
zXv+wYqzlMUCXezUWe(DvI<|PF^lYtr#h{&#K+MYLp)}6=<!?iP@d5F85DoAmZW%iC
zyrVL_@Wo^%GQ}|rh#Z+|xm>N=U0o+LlywL@ql>w)r2{h~^;e%;cPCxG<FWz|F%37L
zO^RfU)?O#CJ+gD-#m}2-BUWAWy|i5uy~A4c&ry$E_FhFg%4dr$S&nDUcE4av!b!5v
z+mZRn<kZpU{kGI^9NR`AOp_lw?aY$aBq5Qx0;pqwIqL3?t(-I&_h%~;WHj4tN6Ws3
zI%&REp3jhp6h@tUm?WL$J&S7TCNEP$#_{eyC9DdD0i{~17BLMo2w{`=7m~JXyNsu_
zxNGUIJzVC2CfD8`EJUr^ybRA)dx~$kSuc+zVP2^JLdz;ybN*h!>Z7H9EB!TOpD(L-
z%wV*etXsxAYwh7CU+ZZXGU`h$xH{eEQrUn2t{6sA!yyMmy?PNq-&%8J>bMKsSEzkn
zrwBU+GQye`;iJOw#KR+;gvd3veXDJmT5Zm1EW=y`IilSJx1fM)xm`Y)-z+Dt#5Ow<
z83NU)t^_PVUlT}(_l%|~0AMTkE@^>gn`MTM{OH>p8V3bN8DqHkmkD$fQ1<eB18jA|
zvqZ~}g`x~Z!8O1keL2e!RB6O^s6$uePs}{ck;9(2Lur7FT5T?ay(aA1*bQooqXOXt
z@d=bzZ+*^Rkj5_Nw}QTWh(9@at3hI}mDQfO$|hA5Jd}qaa!q&;t|x-B2$Gn<z@VM|
z?N3vlmTKVzxxhoBq_N1Nq``*eDy{ZuGidNZ_R$Kv@_noNrEpJX*}g&1^&``bFZXNF
z=q7L|-fJqpTz$`s=DP!a8_w^y2Q});{S>rKJeq4rwc&la@WM8WZ^C^Vr3+F}A$?r?
zNtma{kfRa(>a}JhVMHdDZ2b$DU6)O3jqsvji)PCz;X%7&26;Ed&#~#F(<VIy1ppDu
z9vEO<ur~*NG%LllU^N1&u3J@9La9Na4o#%(I!}6&j!8WnAq;Y-z;qldM-J<*Av1O-
zFusZDIn2S2in+1`yM0VV^n@n9w)Ays%s1mlh#7Tw)>qZzUC<)8whFSl8t!NSdp<Xv
zAsi)kBrZsd9C`^#BI$x;S$UxftGNngeNg+6zA;Mg_Dn+?ez>o`yoSJ0_(600Qk6@Z
zby~ai$=yV?mBbsEZhh0H6LIkRo#8cc$Iqdqn9^V5Um8eTH93@BY=1;fChvbT%W7}V
zWoPd_ZZo?L84OHzmK^ei4VF=#PuKXrT6^oLxV~iXI{|_Q2*D*lf_p>bZo%E1V2yj@
zF2UX1HMo0l2<~pd-QC~LZ)WbDxijl|pJ%Om{yJS<wRiQdU8nu?HM5fNpfCNf3SHFN
z;Dx0gC1m3&WPJH3m?~pWP0cbQC^=r81_H~DvR);fG2N!^6VI8s4uKKVhwhCdW-NxP
zcD8K3>ig7DW(5SK7O<B)$()a(W9=+kEm^pQxlKQ*eZ%%lII4bGwGc(wQX~k8gd2Ry
z%g>5o+#`G!AM#Fb)fyE-a)_FvVjOayEP$f8{=Uqp+*chPA#ww2ENx&X-|ER6A3{7T
z_Fbhu>CIcSUT7a1D#uWFQZ`hq(F9eM!Ipd+qpv;tmGYpThM%6&7vZv8F<#E@sDu{}
znKtL%xkeSQTfOZvnpX=C#xH_mr`Ggs0oL~`h0YhNHK$ke_rIqGtO?oEp6t*aUPWc0
zPLmOFEPd)8m1yLJoP*N(WJ*5P65|Gxc7Fy9jx**>?kCgDc1z$KFeYpvZBxDi51zR~
zUDu4{8SV_GhqewYvb0Whgj7sDINC`=tBEg}7+iUHQPGfHv!Hn>IJHp{S9*gzM?dwk
z0)+`VKJ?MIv4nlY+&uqsSJr!tA+$o@faGrmb%%?b2s#oVwhheeS!?IM9&I*~Hn4L0
z-P63Kqjle5-)1ht=YE;AGT`)GXf#b87)ue^7A5tQJs0e>w#uT*`?}B`>I*n5^Z|}r
z6TRR2JVJ#ipq@b5a}NG|-JJDy;A3wDL9YtE^hUYj^^f2^4|1K`S3j+AXe%)iInaa%
z(6@}pV_oa1AH3M2`Y=!YDP!l7o^PO+;WeX0l)aWq{aIqNHdO%)9`MAO<cG3S*t<Yb
zFVSd@2l!5*l!FI<j{6d5YaUQ*$t&bP@QU-(v!m9k`;_&?-gL(MWSo!ik^W?JC^JTQ
zm!0$ErG?Admys4~kq^F>sMm31*Xb@j?=#UF<x*An(2$T`YO1h&6ktPX9|wT7A^?P|
z{(-Wo=E*F(&7P#{2@T9oGXUzfSoalNeD-^@<nesvQeDeIw7c7*#4`)Dl|Bt0Y0eIf
z6Q#Mv244DfDqfdMA{6Q0nl7o3DZ9SO4!l6~>cBpOWuL%N%o$aqBp1C`BRyc;_KzOY
zM-?&%)Q<m6uNo9!+wmspxKa>f`g=EJq+d|_^V<L#WeMdual&2)rN~F&GF4mDM9l+n
zZ;x>xYhXAWtb*RQNc30D*h0q_#->~cBEs7VlrW;OV}vp8O6QfshJZ)Qjx8UqF;vo-
zir=F(lBp;g_^-}*Y;~iSkERu5Bf0%+K*!ApgMrf&W2J929h>UEDVxGRzKGF@AE%6+
z(C#*6$+RnaNyuJ7eTK!QREsB#)@YiKfIF0)0smt3^A?*yLS4ECEZrZZO3w?wH``gx
z(w^#;e1*G;1@6s-Z#FVb=cZI54tn{S1_u+#?Y?bmJ?tPJ@tL#<Q)P_Bl|wfn3PaYL
z-+Dv#S(w=K#^Iv-u)-;%D|>WzV45f(+9N$zFHF=YYqpEpW^d&=&Jmuca(?a<&(Wr;
zqLe%RW-nd_331AlG)2bVcYk_Qk_e2E9A~FIPkw~<MpZy<Da0`cW<xS6pf4M^$NkZQ
z8pBE`Evg=6Qu)kKW%qPp=AN^K6PtyMZog{AC52CWF8m%PS!HSR{f3r@_U7b|(TAfL
zxth;py-bG_bHyew_N8JTqa)uY$3s(?0*5gZqqjFirbJ4L46bI)vbJUeJW_m6HNeeD
zIt=~qmELBP01d;P0+^k?C0`XtOEQB*7^h1dOBY!l+1>oo8#ZzD`_7pqpQw?h`HY+g
z#g=@Iq&VXq`mVx?uHZ@M(E`_VAHq0Ft%;K0fj@d+kD?QX@v5?ZUpLR4xE{l-?k_m>
zM-^~2Su?mTMKIj?U-XK8_(%tk{hl_oNNJ=d6rfkVU}&`b77LpRiU)-{iz7E&1qq9!
zP$=maryuSBXAWDC#fb!HgOA`Fy6Oj(C(!R}Z7iKc%?i%>ydD388^`VGVn;Ll$o}NG
z526cxqftG-sj8C<7{~N|dYSU8;78E<;(XTStUy0=<oDERjWAJ?6(oa_uisfHUDw+o
zg~E^oR^rw(<KD1x+CH!*=rM3e6%gZ>&R~qht-t6e+{~M!vB>l=#J$-xHdKy>kSAPO
zO(|fp9_v_w)C}Ryhn^5OT{kQAsKQCYNNBY_6R}{Xnm6I!VHU*iAd@ff!!%7!&v7S&
zZ3RfAa4#~?mwNeg4_YSH54AL6lTL`xg6tW5*kOErWtrc8H2gK#hme4v28}6_;NS{9
z9==d2$IddJV%g&ubR<Z=-11d!n{`=p3g5w18CcHvt^0FQ9xi@XK&{V4ZcT@diF(er
z{BS83WlTJO&|9(SqebKV(q752nZpw94y7b3XcyhNktWx1@HgBzt3=c*q95lLY9kng
zVsD%(C|TS2`=-e{I;XO@GeE8*zx>e-5VImKmQQa|u4|bMhP__-8z;30K(NoynDIN4
zhzToe&=NqAN9Ru_B1Kgh2b~>Dl|w5HP=P+3>+towzL#gnZCb0m&YV~%6op6PvxtH8
z9*-S$n}oacuYfSGT?L|-BeKEd%r~n<IUiwk+U7vNE=(5;z>J3r*cwSYhH`Yu;;>|j
z<RAM7I5R$^lU}A#hX^L<B4}&+Mir2L+enGbwr?}*_@S4U-C5Z)Zt>wglNgDGB0#|S
zHC3(ab@%5uSpwJ~;QWDo2?38ms}6m>2n`V|n;}3c?FqNP-&rDJ-c%|GgQGRqg1r*=
z7PhRKwe(}bn&&sQ{L=V>n*4Z$@`jinC~&P&bkfGArv64OLU{^IT*UMH&)=aPf9>Se
za6~yw9yz(C<KFe!vQ57Ikf7Jhr+0{MZM!wDnHc+~vhE4*jml*{i28O6s(9aE-NR7C
z6Rd^5Tk|b&!{%<qlW&Zswfi^g-97dS+^}^DN5j%4g;@mXlR44htb3hc*@>%BwL`PV
z54UFHkW<%J&~2{pIV{I07V};jBc?y(;~T0Ec}L|W^5*2)uE7_U%?}E*h~)B>{<w$d
zEW5u6B*VJoj`}!TeM-yYR1ywq+-CMlxC#07s%a>-1{EhV2DmX1scF8>+Cd?rr+jDI
z_<8zUkD-Aam4GLiyY_I7eHWET@AU@*(Vg@K>K40>zt@fHMH64T_{s9CIrnwqfER`A
zhTYLxATpo0C!+Zc#y2*~ykCBH=SFlEz@(}&>u+Xz<Sz2?7(9JIb=oTSNGl)k;IO(k
zC~P6@b81yx{!8`P4o%?I)6eB6JDRq!0R~m3VzOAlXQJEfp2_QRoq@bs9sIY+Mfc4e
z4hO>BwH-Mf3M&$q)I*%lB17E;*mRZ&48xh47{4!n%xqL@(5ZyV8(+p&j^$%pPPg-)
z?SbhV#_++4U-VA^R&0p7OvP)PRcga_0FbBPFy}^)y05;z20i+`Fes%+^)g|LW!KiF
zDdSaH;KQq|MA-ZJYa&EJ*sE20!XG#aD#`Mg8*-}3>RnH7CavCFF^7E-X?;XBA|;S!
zFi(&Oom?|JltqALW708&ZN7A&DdSIOg$L2e6>o78`xAqsHMH4C;7np};OAn!FL0^^
zZ5L~ZpD-4{M=MJa?QG58E{dkV&rz(|c|@N5;@d2owIsSc0}kkPWmmQ9T=(p!nXD#l
z4~Q&3X3#yqSJ<^HFV&wpa~ZAxX&l(USZB>#eUYK_!eR@x-bgriXKqJT#l`6gj}qCQ
z_7B)W9?JYRBR*wU&d@k#6(N`Zz1&HM6@3JxzaZtwimsO>#wKH&vmiyAI#3w10Z5?%
z^j?S&CK4T+Q$@ZHpN*4JE)*sgwPvLS&@r!VC2gu3HI9H&jq0koE2x??mJA!`Y6t8x
ztLaZq_WTNt6OKo}iHPi@MJzlqX40#`=MYd|E!<76GBU#j4NV)wzv}Rvi)t4Tc0N%?
zAkzCBXqjpnR|eAKfNjGTH?w$V3Nfitrh&3PF%ehWbFRXd!{mM+P_|&6t4S{i&}^9*
zum}0`uW!#xF^=mWDl59by8`N>ju{YD&e@l}6MtK(!DO>!FSw1<o6Z3?4#A8{K}b}W
zOsNA~f}G6g9_8bzi1uBK_$!Sj@pPeE_4KhnEI;PIvpx+=fv2XAmE%hCI1X7CeQWwi
z5Kcdi`xZ|TpQ5g8Mt-2~91#n;p+*%(T-~(KDmrm2f;S0YxQ}xS+^F4}`k4y8$)(D)
zBBkKf^?D<bJR+5q*yZx>-v0FIrf|%?U5DLp;aPv9c+m6CZ*ga7R`+2+bHIx?<TY#A
zZtdDHHDGo)ywSLaCL_7#u5RISP1}6c{dEz)FCm_e7N^py_aat$=x1KiBGTuV4>dY#
zCCM-!{ojcmb!%(mn=Td>Sawu|P?M8gjl*p|v*-4DWaHwvMFCsamrB3ACep?>rWqj)
z)b5F`Q4%@VwiLrBpx<oUUuRMcn=@Kc<<P?qOHXDDud|Uo`<mXK5WR?tK4KiXDRDVu
zp)z|6D-6vIS`W2`=J+7x1=@LfbBDFd=;*oV+;x4yMXRch?k>w2MI%uk@CS>N3lAj0
zj+(tCSDP!LFKzB?67w?;E?MYpk{XtZ!t}o~>l+{$LAh3!nsBNT;>koSm^zYM>qWV~
zmZ474(hEFyH8cA~$+7Pd)l}FgunRXs-uB8!7f8je@^k%qVL<ZqmHfUtW-jnl$K%1<
zX76G(GBz=@i755wR-cX)N3++?;k>|{7~JDB;Na314m5gg2?dLpa8Tt+x@Y(nJ$q{t
zeXyUR)X1oEXXXfgu3|eLz7ZbNM&2X1DzU25xx&4|Dz$3GdDTQNd^5}+ZY0wXr58L8
zPYu&r-JG&;v2NN1A?^4ICA^d4Q~tsZj|Lu}N&G=*c)`JxA!Jyvilr10Yg^MQ9pDzm
zf<A#rU5MTqe?;s*{;`BQ3|)*Ns=EQ<xXVT0jk^0LuTXb+E$yn<GqmZMTqO0pnENV<
ztOI6zBT)4HmH%ftYcBo*D*-I;9zG2)s}#DNIDe@)5wF5T%bS#IqZ~GUqHj#L{)C%>
zw(1%&^xcMXyA@u6s<-dAZ#pzrk6<t#CW%rKOSJ~DeW|6Bp#>)qsWpE`)~bCDQAe_5
zlqEYbFRQ)24&(1GBeCe_soQfkFFSUPya;*<BCCngNcQzuZLHCvWJAFWz!T-9K!^=v
zV>d>s2}epF@;B;RO2_IHcVJC@pC^JtP*Q?By&UE?*^6q&Z6cBb6IuZ$HJv<+6*{5U
zu#iUI(7$ORseFtcC7NG60m?6Cok8$r`w0Jbf60gO0=}96>`EY0*bkcC_m#mnv{cFM
z&7oEa%u%!C%ssM2#43RTzZ3e%9;sio2d<X-CPkP!V)nIq?D&St5A4jX5RIl!0fUU-
z{PZ>+Z=!9LwbjL115kA9BI@M(WoG}<(Y0@S823RvQ7TF~uZWu;HKh8j|INh8%#RZE
ztUP4U_B><Ij|e0C6_Pjg@4PMZ+4ZKTpjVh-g|jR75Md3KSb%XyKr`Q2hHwnY!?&N0
zO#LgDh^rEPT)#$U0z8>q9yN_G+@G)JpJz_{M4)(h-AG)9*0;FsW0s=b@lEO;)&pM>
z`aLH1C10L1Q#G41{U~+YzorA9CV}2O-#h%!y?I0|md$~RcvVTI+jAT17j>L64ESJm
zLq`1Q1%G4#k`4|^C_=D`vJ>IZZ~iAELVFkkox)wCHr@nudWP}MQy-t=BsloX2PmN|
zf+?|r3(7q1yp;5WE)qexkHG>&%uuQ9VYgGVS!bRjk$F1Ruz9ZORd~$CnYbhZ1d*-e
zgZ*zqav9#F6|FazU48GP-cGY?8gkV(Dl;@gCX>oi@&54UGjdSA!?3ac57m^2tpJ)T
z3aw)3Hd8)IW#Z=i?ONVO>vt;%l^Bj#G1h(BZue}hrx!~O%jGI3+Y58Ys~+kpE%^SC
zhYGr9Z#{{r`7!eXRZ4;TA+6-P^4Y~jMUa=n>g%Vv%sEA?O1iZj%<V<lbL3MGUHw{-
zk2=g8NY$(*?mOu+_G50k)a<``v}}gms((9;Mj~xx(-Y)f_{LX*Q;!GNEs2`#r3#v&
zxVD0^vEx-Q;(JN%%tH%*Ih?0%-JfIjA@?<euciKs)T9|4Nm7-#7+lHM3p93J-w;&5
zp=4A|ZAfuSQUvJ*x<uaN1C3chKP~R4AIrMmjfg+TjtqBq&?=z9)Nph(E&Y;&<3{Cx
zdW$e2!dpKxyLBiDotAAAzyuv^fgKTWxi^}KM*EtvdVk^Ethp`k#&PX8ko)jH-Hni?
z57)%Wr8Kwoh%jSL#A<x_9`71k*`Q6|O<#~~CbFmp25NU7ns%xsrue*5%%x)RMxwgr
zqiXa1JnRHpb8g0ROl$6jc(i|yS#%JnAPlgJKha(LVJD7+sU+3}gojWw9@_TkU=Ist
zOM^n~k>+CPU|Fb~elE+G-?G=_Jd4S)^pla!0;H{grbw0K^vNuY3I7Y`PwM%ZLT<ie
z6SgRT>F_p~Q|m-544n)p?uN=wQf_wB`OYoky>)Z_SQqN<Ms-TKxym*vcSBmU)28Gm
zMmpE6SO?GL{Dx_M=+2lMXM+9hmL5X|evM;Tx5dTw*XxF>#)9&RsYaJP*3IS&nlW7s
zCuzPXTLFG59Bn(xZe)XsCQN`U&o}0}o^fmHl)C<^Z?#(p9{zX&MJQx~q!@$9aqnQ^
z68!7G_q^OttHxW$na5S=l(Wrf9B8vWVEtlC-BGu)UD+^4_4xKQ{+xZwaMRxMdh%>O
zx*$irrTqP)WN>bxoaKbSe1dJ4bXOq9>xP$HSjf~cwC*{ackzDu+nUZ;r$KK_KadH4
z8UOA|JjZ9fs56$)S7-R3XSZf{?aCMr_Mo)Cv;zZ9f|46~sIu<;xhXyhI>JyR<>zCZ
zyqk1(pD_bo|B`dHVLfVQg}mNr59+`iY*3MJ@_2wHhB811Q%X7(qgzc8`xwt{ULK9h
zrhoPKSxAX6LkOni{yj>ZcZX+wRIuJzzf3Pxfj4m_21@`5ai9;FkW}W~SG!A&52F>%
zpRb*>9rjm~-SFzR8rs>bqvB*ezxC3L(dnLt*c4srYW7?4tj0Z&yF3^>KTZs!%C_1c
zjG%X@_UHfn&FQUse>NTFuVSTR(1`_I00$-cA<$W~gV+VC^=)c;jFd4$)q>>koT$Ry
z5m~@G#i|#u%!8nWA>RkluG>L`0P%els;z9TESPN`e>pO?zo}npjC$-Lta_kCmw(3|
z$$z_#tN=81+4tNG{qQW3JJh&(r`nZlU#N+tIjhEw1dEkhcF-$Bh4)QuX<P=3l@9lI
zN}n-{#^8O&_~kIurfidEl5WOlLa1OU#a%Q+;&6do4Ony{zkwic;Ax(}kV2g>DX@lO
z-;^Y{O0~G5{Ygzk@=Z}*aJ#4J4v`1|d(+e5lO#hAR{}_Ow=|wi;+f;lpc$*945ejC
zCUN^{DVe@4L@=UcG4*m}j8E#tZ9nn$<VDdW(rIKmoPoz}%=ht}^R|S-7G<{GcVLl6
z_8xonsn4xYw>?y2IpFQ^Xr71Ync=ZI&$_g{Vv}i+_}=CodSiyvq^yn9`(d)0?;OqQ
z5dr*edmihzH<4|bi+m35n=h%iiXtxMa+D{zTbz@krm6?x7g9Xh&*DT=VhRR$J2+^K
zI()s%b63T8O^0yqou%I>j9DqMvc&uhzw*bVbt;PRbkfRy<uK|EQLbTCOD*G1!JwFg
zF{_gwtg4m{jrpORhhu02V{UYSs%=}6T;9lHe&3*AWCXA`&;$)}QK!d^ictj@664X>
zDnw-yY)&Zv!b9F$SZKz~pOCotZErSbnzBWl>>bH~kNj$X*h?*BuOp_*A38LmZufSC
zO}&9m>0Z%(eHh`W-?<&aZuN5NzKQWjKcE>><!(5<iI*+&vKz`bcKl{FbtlmC)D6&g
zyS+2F_Pje`M68MK`0B@REaSZ(Jn~8KEk*M14AOP;Kmf<Gpk9?#gn(l~`xiqb8<|vo
zdycm|-z^^b?>cQK`fuy6Z*NfESBKvqBZf6dU&_D_SJGXKz?WjEax%n(625Dy?A>yV
zw3ly-wtq*v6qk-DkFiQLF1h!?C0O4gA+-*grK6dK{}bwhkLz*@f}?hUSW0y!a#D4n
z0r{d%qOMW~Krfa-7!@<O$}YvsZ;utf>$7Td427x7*KKvN;uT`dZ&4EHYTlhe>6r>*
z4!gnE=M(9>eU#zncfEb|-{S}gL0ZQ@IPpu8;!KA)5hp%@O%r-1K^lP=pk`_m;HhzR
z%emb799+AUr{5>92OieVA>BRA*^$M``_H)6M{L`xTsl39%VV`09{_G7^kSYdPdf6q
z1Sx?;8hnPUmmOb^-gJT1dA9n<>GsC;LK}LPhDux#or&0Z^;{=NAEn+E_&2N!x$V1R
z+zD=TR0jh!pj?kgZ3EMHh4a?dJ0jw=H&^5dZMOu5Bk*pnPgF-E2sV7=?pgiY@W{|B
zKu}BqD4-e2Zz|zh66{6n24i=u23KIiungTQ%fL@BRj4bA3VeVuyQ{E%Hy9#8Juuo~
zGzDQh&Z!9O6{#=cNLGvEv|_9%<|E3F$rMK_8%h;<ieM%&v5?UnQI&~}ep><tjTWqa
zADM&%brO%khd5O^KeS4g!I`ux^YDaETt`1!RKrqsPE|Se_6A~?4K(qv6Hr@LZ-CF0
z0m+*5YcLp$>>L@7h?Kq$4fL~k?_oRTErK{jaLovE==)O@ErK{gNa6#2MjXEHCQ!`N
z=;rQ5eemKK;UVe0hbDo(6y3I_SyiXKM!uyhr6&a8V3kv)VPq(=>!x64D9_6+Ydz_`
zV6Rt@tZiwo&`&Ig+|*;i9DQ68$H2VSe-s0ni57kcDl@E8p@xCN@{qRbD01Q$$}xH<
z>bD;Z$86ZKvSDkv*H^P+YD%hNVKXp4p|9ToS%fzq)J#@PT7=i<lt1Fu?-U4jIt-_J
zCBGAux1u~P+Rob!BQshTN-!Hzo8QCfRddIvPte-o9X%4*ACsXCYfx`J-!Re}T-`8e
zu4+K~G#JUQwc8YWg%oLzD>`FuS|dYZAz^h;-vjgOsn&~n+x~=i!SCqAbCm6vF%Ct&
z-Zi&BOqG<E(`(53l*?}E(w=wmeyD=b!}I!6i{o0ooobo2doB28I;01rb$w2PW9^c6
zf8l#7Q|_Kj^I-Wn;k4#_iENfQ@BKmaIfcNvPhbnG$EkT}LDf*IHR8gf5$_}_*!b)7
z%Bo$11&hX~H1B9KVlfoIRh$`9Bab0P&gJrM`uhGx<{dGW4t=<HJ`vPdDmw~&hFs~9
z^;7bXK<MC60fC%c{P&MZew^7=kD+k$=hrx(4*SGgI@!k2mR}#|WK_H2?at{pf(jyG
zF>$(G9vIk_I?`%_j0u&KyMu|C*>V+l51A&9z0U$`xr5+IB)f!18AsPQo72&%PbC+q
z^jcH>e}yclZb}j4f#5~bK@+rJM{*`2rJ2Uba^RfI(LOjVmXSVFrLyQ7eZxqfMJ{uy
zueiJaHM@<}zoPo?%X$OqEZ?K>F8E?PV2NV2z4;O_z9sTT3G<RAdK}?cL|d2Bud3Oy
zIlbAxT-!;+Nr&RIwpfGkT<KCY6=#X${?+GCztld;vZw!A367==YSoF$f!c67<GP1g
z8_nGAb$sEL{ZMgH_&Z{Es+tM%{d5`r*lhURl#WZ^!X2&gW=(=-#>eQ4^3QxCFXsnz
zW%@+<of7M%*#S9ElYNbCvdOW2$_w+0i-WJnTLY3ZypH=q2f$~r9rwxDj)hSBoSE}y
z>i55g{I7j~C%hBbaOpyF^p}S1;s|S128e+JVC50j=$5>5TUPkv3yO5wN4$js%(~T}
zMOPSW5jk_i++Y<k-b)oS!z6?B^J1BPNm1z4TAnR_YU%E7QDn*0KX_yj$tEurQQ}EC
zfEnH{G54IUu0{??yD?=R3Lzt>apjv$CgYPZfGIDu@83TqD8@|mEUWv;!okpBU6f;O
zzK|6tdZznw)3CPoQsmO(_f#v%6&ao(y^m?*^BCc(8;zTyD>bCDfnob2q9*BuN(+NS
zdv<}{<4y4x2)yu~tI!xODYi-Tx`+J74WRBeZOwRyVNRY5Ss}Fpv8$B71x`XZ1KYVu
zkd1)<^Ue6&f%SI6A>Y;uwZvE``<K4FA}y+$Ddp6@l!H6YDwQ8oWjm?}kq4_7Uj3O^
zW5K!-uUPGg>8x!!zu7Z_a`L7IY;t3_i%2<1#kZV!srNqlX3ar&T}(R<BTXBc0*HCm
z0_aj?ekVJSsTMft#hb!OJeauP!}AAFevu!?L@O6D@Ubh(l(!ane7`|?jMWRkUBH3+
zb^xRQ1K|Qs+6x7>y_l;Mw`f6JX7j6K40^jAJ;FwDOH4}n-duc?>wMzCM{n)&4Yf4J
z!DNvG8!;zTQ7|F8!>2bZB+q081#_6YN(WnMY1GjVIJ-)M7oMSmF>UL^w+X}6xoAc&
zfk8=T)(AjsKP+r%UQ>DMUU1h*80~`juLln~X#C^B8^%bZKqOat_8)4(kuI9tSL^Mk
z*M+H@56!jLeuM&yp5KQ65#JCfG1{+;?B4P|h+h=5bY%~T+I(rsv1dhCNoe)i*k1Xd
z3~+rueCxwVx$|3Pg5h{iWtAfR<^b~MY%0P=1EU^4^utF-cw-n(TH)Py^rW<CDc|Ed
zpxNfo=|_I=r{d%~`5M+huRF>C#ht8PS1_$Ir^1&C_0kjix55AkJQfo9)%~)#tKa+1
zR4?fVTZ{H7j|l=7K0QywH?_n!4dma-F~Tw_!nA)~v86X`E1@@hh3h4%n}AhxiR0_f
zoO)h(E~b9cX)OBKP$~i@Z2z&@C<Y+rEEfB$$GCAx{h%n{O4kgO$m!@Gp0HH0*iP=-
z(Obj=PBDg$bpAZjdyV&&nU+Xe?VC@E$K5McAJaFV<r`WIIAqDCXda1tK5}>|pSxc;
ze46ebk<i^WZpq7}TJ@BWw6MRy-w%COAIi-9Ird#lois%Dvy|l<Qh&;4+prhA7rz&r
z{;%c3DDE6IB)a1S7Bn(`U1{V4ttR+7O{e_??3S7P+;by_QzO%GZ0SdhS!lIhA2J|J
zT44(Zr`ur`{7*MY-6q!tsRPL?MZh0O&&|o78k!ewK^83_JMeAzWAWrJcBwNvc=wz_
zcM&_8)n-6e)7&^xV<|I|hZ*!RyeQ;`0^W(uT;Xne6&iEomC{ftC%B!5PA4)nDj$2J
ztL0n=!e*b4aip>w)NL9&hCBl~Mi<gHAbtSF`x42^xQx0g5bDH#0tF7iGGSwBleZ06
zFz>n~rETjmCHjbK!jfC!Hs{enlRyd4n+vEW{blKVzBTp6yTUbJ{u*8-1dYD;9_Qt~
z0e9S<yVAu)+HDkBMtX*S;Yzm~yTT5baj|vYtPZ3#|60<K{~Fz4bWCn@jw@j?XTgW{
zyRUJ9LR*{fLDnwmgQK!(8izMi1Kqq|OCBK6WM<!}EpJzt41_u2X)&?H#9t6G6&{BK
zq%<yVT;XqB-`^%;<7SbWXuzUtt>1sgdvlhNLY6D3>ckp--9U?X^}8kgXecDRnBmUd
zI|sq#ybD_9CKLVWs@8iSCXO`KWORtyB4*W`fL@127VU7WX~SKeUiD$=q2<BZEH1h}
zx*TteSue%PSHZf(N&1ZTBi25MCe$KStA?jRzfcB4ip?h0U;F_-jLqKOpW`7l+||iD
zv9yDUz{RuR@eUVHO#9XBtA1Zv*k^#bt5I^8tjfdYRM;BUP_6k*tBDH(0*QFEQgEzm
z=37F6AyGL+sI3u~UnT`+43EADjG82ffIB91!2mPdSApS9Y|}G|K@|9d<6QFZ!+hEj
zLNcadbGoIcJ6%)Tr(chGj*g6T0P<{#NyVG{tHP=C3!;;hmjhs@e3QMJ+m{29qvmJp
z)G<;nlzI!bwQB2?04)9f``Ze!m!`{}wUaIZ3)kCpC$Gm6r-*KER?^)|J?|{!cjr>a
zp1G4kO(M9(XESDkWS{HCaR#Uy5_aB?s^?fKZoizoyc{mi-5+k@hfOU{Jt1v<@4FxT
zax3W7@{qA<FxLO`)_0d+*VlL^?jYpMmh9xH`&KpJe2z*nUKZJFNSqqBB-#F5(Y_Y=
z-7u`-%})BH!Pkm?{HqaH9V23;y0D=R;}jnkH0Nr17<HfWArdxAkvT=JP=J%K(Y%hx
zpoP5uOG_`eIi+ed?qGb$`)zD53rb@+^^Pye+1$*nU49kSamL8oe5|oRuBN)`miXli
zqaXBzejawo*4xbj*4;JFL}?A@)4torR+-Iph1d6(G`gO8>Qk#*?(5j8eUWQ1u3O1l
z`6IaxPC6SIJhn&aYwh+=sBwrD(xbbhQ13A@Iy~wgkx6AjxS@ZERS#0CaFw)?v@Q8^
z`3W|)E$e<FFe5t1G|Ak{G|JqzhG&Ia!}hX%lzN)Hix;ILZR%^RiMe8oAnp!R9B{wz
zIVTy@)z)?8yVNDe8crqn=`Fw%8u13z+dg&ZLtTYNrTzphasmj6$S@#?*e~Nd?iX6^
z0C*&zuv*gRt}a#ukc7=dU40(UYA^WGtdA!_{dMYRN<U@t0x>DbFG|a_lg+YX2tmiv
z<Bp+zW)w;J6#-{Ds0^3Oc`dAIow~%#cA`7hEBXm^?&kFJ<9vVgjD{vPW35L29yo9>
zObCFz?U@|iS{Yk=?fzhO8;ow<di}EBu!qus!hcE5-y5<z3mZ3I)wKz)JBqqaalv*z
z<ScI-?@&Ez*l-{f6kFvJ4KsO&SU;dPs(d^zV^{Xt09qqE^e9wsv1I;YAgn5mVY;nz
zM7|YSh0J$DH2BPs|I(%Kp#4!hW$=hkMqqFWe|VUs#gpo}oHqQYX=n-zes6Oj+-Swm
z^*$dzIMl`ov@HW!7M-Qn?@#M9$dX)Zg(Y(7557xCCF7y?<_(uk5z8;lhhU-0g00bk
zHX*0>lZ@8gV+QQ@(PXeyX8(%0;kjwUZ;Dt1d5Nl3pmat-YC$F_36uuXAZ8e+8)pE}
z0_XvCeHxc^(`2+2mDa0D9_f0H7LJ|Ozp7hzS|K$C@T#5JoC~#O%(R=hlfN$bdQ|E5
zYQ0kzXJ$(cHUzpXNC{|g4cBHTi?PNgj%>+Q7-?48{YWEXIdI9uv%d();NUfD9=gV=
znR;hk=Tz#{>=b#Mr&{YQwA#B0)ZyJ)Ie_Q_ys=30#vYz6<1n%R-n>I|he7G8)_If~
z<AI{;vIuKcpJ1?TuQ58pK}zvE?(PbW87SqRz{2ZZut4Q~&o3+VE6~G5XXJ#6AwMz^
z;8sTQNzv@Q`ju=~c|TSso_E_QBsX!PrOk3H0E?;uo^XYzh+Ek|)P&(GIHy$ALOwy}
z^CjjZ5z1HIS!MS2qSox%wm79k*2EYEvxYIDjM~;AIT`5+rb@?@Y-qU!uaqo5xl7ux
zx0>^3v}OT9Pg%ub)|C}(OrXAHpnBcx5|=?5+?TOR{fEe246%fW0RoTy&G40<N8yFC
zT^m=KzAV+b)<1^ijD=Ic9(6l1lCm0}k>7-EF#1bFq^oGslFSvJ#Z-y!tHz;ovY@TH
zcY=tvMWjTU<WBqF-E+3#ym}pLyV(%*CZC=przfAdjFsQenb*xqn3o|1i&d*dZTh_N
z?EQ834vNNy|A+}Et%smbjnNUndfJnRc;rt|p;bwB@Dyb@;P}y9Yt-8w<tIjD2sDST
zo^NDmMI+5R4PddY!cC-WOZk5DrBO+|%(}o>gs0^A{^9WS@!{5k#8@s}ap<~~SVh_b
zrYE<l)^<|_9KpWvlDT@m#UdRpy&D~IW18;u#?GH97$(+ZGpy~#<M82RkJA12?B*nt
z!DO}hES0aRZ^g1yXTnL5do^a^s>?u9h2UkUq`hmZhRtiUBvB?ajn>`jrjG_xPB$A5
zD$~r+sssz{Zdq8yvD9iWH(aGql)Gj`P6Zrz#qRuajQfpd85U^DV%OgP`BlHjLQKye
zIaUv$_mf67uGC756_-m~e}O8%MtO!lH&MILQ+g%KQ#2mUL`L>U%Z$(gqcYmr-3JQ3
zFO6c`0I@19{CNXCGT~7#+D5-aL-&*2@^m>Cq*{sVH%$m+=e0aTo?~K|;-5rY(qgr`
zGIz%D=+{^3S$E^#e9;zzku-KU>Nv(|N`<kCV&7+Q^f20<mQH<ugUij|$ScgS;eDMc
z96(0ZcQD${h7)b)vNqG0za<`$IlJ{)KY6AcnM>=iqi8Zo6Po5bTWVEvqYA;VHCgVM
zXhi8+{%$2`c`nG*ITBo3sr<1^LfpBFjt_-Z9R55Vr$P2()wlqWs~>vTZz-F{o~>tj
z>EA*KX^mg#p587qi+e?p>q_z^ucnt5Y}d+XZKA`Cl_%x)?;%i6RR#M+$P#3;r63S7
zx3?!T6je$W*}zWGC}i3q*c6@;;e7`9!5i|ca!5Hr`%%(yC77lX*!M%Hbbg2qf6v6i
zX7iSn&D#GSdoiFSMLN6-Iq8nsT{>mr_8~E2-|_10O561y4be}N-{(H+4Pd8I^2o3o
zKJd#h4Yuc_jsmY6L556<+xhxF;K?%xTTGa_hxr}NruQf;n!}U=C-xlGw{)RTXkiyt
z$+q`a%|?hIP)i>h45>EXk!_>#a=ZY=OhfJ$3;$K|%kPdDfye}(Zs)Ma%tblo=ld{}
z^1@5QIOl1ZW9d32#UdS9v;z{OF&7bC;WYf_qUshufsvPd8=^)gJr3FypReFd@K**i
zL}hC-vpzeZy1jcw=ZerVZWlVOtTFMI{$9}?Lpd5!6zx!LwFSgGZ*z8oQOozB4J8q+
zq1MX&O>2bYO!tu~?)DuY#kBe=%?53-@cVRV-&J~nwKt#WKG9_-*v^|%D6*9CtA{BB
zkP0HcC1mQtfndp&i;BV|;6*jwTWqnc-R{Fm>;XpKKSU#=ee_9@weRV7d4ATlv*Jvb
z3BQTBDTpnUy@4Gn*tTuY(R{Hm!4VA%bk39Yg1RbxgD<iKczGNg%*>#jCX;Mm(rr?<
zB3P+)pUGJoXj@K<xPN^AMX2Lbh87pr+Mex*l33;&m;!&+KJzb(*|e2Qtvfqmzq_*E
z(x_p07st<O=@I}{yMDc~gr{M>3NQ`I!wLuu9yUz;zFN#b-o!0GA-@}*J8J%Ano+nY
z#Jb<>?%S^p_^@@53nGdAviVA&_Q1$H(~B;D-3zteZT-O6nFg+f#SZIZ)ESoAp%8&w
ziGYIEpfJO)h0XacC?OJzEG0%)8kOIW%xYAs7v%$8vmK)yikTJ9XIvJwo{?^(oFbgc
z+B#a)+vGJ*%9Kx(tfy{h;Ep_20|(VLrdPgDr%0<zSY2r7V`s@&hu5nwk@JAKL!F{N
zJw%2H)XH*vYol$?ehSHmkzF`-AsOsvE(zVk6|(q5=Di<GrESp`WeFUvHbQMm`GKj_
z^34`Fsz8R0|IWVgAz*DFKMrAej@E(&y*~$WYDGlF4toG;Uco7UX?OLMDRH19^vM<m
zb?3ITgDyWhff%NfV?Yw{*lpbxDGo(iDne<1H%~cis~vS}|48x+I^C$gJ#0bcgh*R?
zsJMJL{)-vyM|nEu(RWiJ$p!g7O^W&&?^EozY}ge(bpD_)uQyjKxVz<!+T`|wBI3-j
z)Wp)S0!9S8RNlZUG6kO3@D4cuTSHcQ;ql2sJr<8Qluxwj;f@$?94LG%&^`4LVCQQ5
z?xe1UnX*6T?}T67kPB4!=<@z@jrAg6A&B5qwRnXZuQcP(POJC-Fw@j>h^52xZ6}Q2
z-u4=1ua+W8nTOR|<2VhDn=_;Bhw;hD&G#=kck_htyClBo*GRi3R_Od>Wv=>>DM+KP
zdRG*vik$VRN&<~+VkHJ{Gb*0_ZF^95#CLh;sgVtmL5^0}!hAym9AJSU$VYM+I!n9p
z6H3HCOFwLvzhp3Owqf*01^<$xm-FWiCWis5o5h?h4|YOx8UM26y5*Z-^jIq&?C4Ba
zT!ndi`5b$KW_P$(pGibEG)hR};g{JusB8K5a@@-&&-P4nom<JkKsy>iIY=K$bWxC`
zK~ut)>MMENaMZCLSLVkOoR=r1d%Q>adwI*2Yo15BttdOO=O$@OJ{=iJc@2YtbQJgO
zpJ;rg=5(vdc9Dy@x|Tcv4ONy8A8=W9W+T;Jj|dWV3SaeK7F`lu4E!Y7qIMU>(J_z+
zcXu>fK{P>0L5w*;m9nEBi36Z2ub93@D}^hRQZj#$%(_?rWTwv7ON+wg`zAFTvP)G3
zkEC_)0mx+DPT&YCec91NPkkp8f*a678BdzyP4*2Z$iZzs)v}!JV)&;{_MrzXusf<^
zSd}#>Pg3`+EUh+Ut0kMkxW$7H>2f_}0BQ$uSKD~&%G!;udkl)}lbyMB5^=S~k|uL!
zekYb=nnO!%c@!0FsiCDhwtP{Y5lJScB>$7MwZ{V51TBkES_Ok59~Tye>H(UJVwDIC
zx{Ri;EKj<-gP2(t>#EYii}hGqV!FnjS4}l0-`UMM63wejNaMxC@T}zGs7ly`?r#pB
zc%3_)>v)>{R~SO^%~u4Myo6p0@x*GXB}FjVft#buZMfDin&Je7hhy-C3Fr1%I$*N5
zHhRCIW`0L^Bf+8xM^pb)KgRmujNh(z)-ljp$<NgmxX-dLEfUKyk_2*8TheaZ!_2MO
z;L(w-Ed+gU_|lvMDzj^8nr#C*8jtYoJfHZj`b|9QFU_Mo_m2wP@*jEJ=o|^zPv29j
zjL6_^7C9@8fearN++yh#iqF0HY`!>e`e3KmTe1_=2-u7D=1lnZ>)U+8Cw`B_2@Op8
z%3-LbdWS4GI}np_grpwxi5v)PxrfBZDus3b@P6#}S7IAB_XhH&<jn$mB>fP;Q~W9+
z6Q~hxC6r>Vgsk78d(|*M&Su!hPd*3di^gdkXS@bQzQMRJZoFj}Vm!f{F2h;)6`8DQ
z9ndGg*d&>fmR}G5^0wI6r&ipzmLn+afGST_cHQ1cy7VE{Bi$(BlvWck2x~rQg`=|2
zeQgB8`My%NmWsa#9Ks(g_kA59g<|(KM4P$JT&2r0Y%g9@$Gs)4f~E~9r|x1aWWE-2
zGkB3MQ}x-tMw<p(wBdE6@8{CMh_UXfgZP+W`8I~YO)IRs(Yp4}edJhG=8g3+7lfbn
z&q$eq@4P%?)b>3mGNI$C^29XLnCNR3?(FQESW_LjB+tK8i?sxdI;m{n|3Y4r27me~
zttm>>acgor5qSm=`4yxH_g9*U>KmuURJH9~qhH0Q6vR4IvPE3D?@jGK8wnefdLu}A
z!CV?zY(0n}{QT0gDlAZL&6t`<D-uw}^CnhLm_w}mD}3>?C0W|F%cVFH$xuT%<U2+p
zH8h`V>)(l`OCK~N&*}YJCa8PXOvz)4v*M1IRmOT@Z=nLr=W<)^s!2Z>jZ!*6fjLfn
zgYU}Us0REfFnFewVmrUq$&TopB7o3&Sx({*TxB;s5JVYJ&ULo5ar5%;T~SXk$8@02
z^+IvNzd4yvDi&yP1Jh}Y-O!En9IKp@d%P#lW#36^!l{tM=@CpV9+-!01(sBlgC*G_
zUb=tOv8}&43s1(0&W3rKetPER-aVkW3u;All@N?|$9E!*i3r-0Y<e9fW@)|DoMt+`
zx-a{<ET5pdNut>hl6d)>1n=YV<j;YnU{Fr{)XX6`8_Q%<5Fh!SwA=_0UFZY~rS&>#
zoT)QjaJ02}<Us0|<B$^f9Qtv>!be`sdFTh_hoGvFyLl~(84cORjJ9NKwoT99D`S#Z
za?;WxgDDd3?C0bR11!4<)4^9I$>|F%=Iu-aMX`sgzedK|;u&_lnC}abWifxwI2$NR
zPOVa<rpAt(#*e0{nkBC`Z#=EG$5h`uiINWrCsU#u<w(T^Gs*vT<5d?)FhorbJ}7P?
zvv5~#4QF61*Se!=SCF$qTqhh0`k6)!d;DV-*x8D3{F)!Bdy`K*nrueG5W$uC;-d!a
zRfC+Dh9}&y+~6J-`^#tdQ6wh8bb~zZ!1~Vn{`CiB1IT~L1X}XP%UMbluRq7(k+Ab^
z%TAgx!<hh=-FS}};8Kt>alb#4@oSz*?&&-!T;n#PxPjT+U$8t0_a<%lkREmk8+oA@
zSvt;F<Yc>FJ9UBP&@<4O6nn2xDypI^7_HUV;_$}{ZHFC+$K|MXVeFw9o`uE9r?>6A
zHanZzxkI1waBal;SD9biG5z-<|DELf7oh&{Jlj7AVF=a#Z|M3zJn_E~rq!gS{sD|;
z1Tz0O)|Q*k83OA!hY)u4|KM|ZC{A12DTqxCc_>s_qyf@4LPjR0Vy<>ZimozB2Cn7?
z9EKEpyolU<dVgT<bk2G<bP&!iME=^I7y?M<`68qsCGzEugEObIrHv&d4Ps|Y3oCn0
zXC8{bLO3Dkf6NRN#DBSf&3P!)q~(ag*47s0rV!3AJqJA_9V3vI7-R=w4?9`gnG-Y8
zvr<5Yv@-;8DnM|)e;W{Ti-*Dl47TB9U~qDBqIUw)TiY2k{2|RV0GJq<nCKuLboMS*
zU_EC#D|-^ie19cks`g)DR`&FN<wS2_ZOLG&#=uAqVED&G|KK2-T3ZqSnOINX+5yZ%
z;ox9u$jNF1SwcMkkj{_=q({fdXk<tSAs|D3?rWfD2r|%P0|MFE{xO}+Kc)FE^Fi)_
zObCRm1LTYoqNQNyU|?j&Lm?_BMJ#G!Z4dq%W1X0T9>7Y$@b`!Rzm*lFHvf4QAO-#V
zGH^qDIHe&VY><mEgwfB-1YiWx0hs9kEJ}=woXjko05%!`BPRgB&G0`wA;pJ;3PI%0
zA#&*d7oq>;`A?zNc1n;f!K-X#Ze{IcB><t~L%`W!NICvC-(Nw0_u*#vQ=xxaoB!?A
z(zB74{y(pmrRARu{l||}*xJD155Her`2S_Q{BKv-(BQukwsEkt_^USz4H%66rY&F(
zDKaA@V?zT@&>yu5$j;XL?-gc%>_`e;ZpfVwQ34Ai-oH9ezykcY6ARNnoy2LOXJyPo
z;Y?>}1k!V`08>CJ^_REd->P9@%KNvIzv3AFd#wLZtG`T;&W4nY;lHjMyokjAOUM7-
zK>vNQgrMMgD4hOW3ja+L;-4fG{?XNx|EZ}VVh?|9V#t>M(<PL`oPSyjzzkqvWMpRf
ztGg%w01Aj3qznI#9{(jR;%sLGLIe;)WC;FTkN$T2fw2Qwh(W}Ex3MuYLBQ#M4q~gn
z+ki~$OpvVq#RgylutLcA|7v4pXN551|J4Qn{L!ZPR~suk^S}AAF>?I7jfn-q$^X|_
zHnu;a6#vu43{j5xR~tL)f5@5R-)-z1Oc4Ex{}Idf?~j9x{f`pBzxuJUGyex0+rQa3
z7}@@P4&WbT{lAXK4pEZ$A2uK(GXSE;@ee<+ogM^KZ->auP0XNZ>S_e3B{4*c#~MP>
z|HHqBND}-}kN8V_00PYyCf4L;<6ssP6ciB>U||J{FbS{;GP8;ZhzNXT25_)`6%k_O
f{r~s)OIF7otY-)QYXbq9IG9-w$;iISiXi@fFu(l-

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-reg.xml
new file mode 100644
index 00000000..8b7aa45d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-reg.xml
@@ -0,0 +1,280 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-027-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='548'/>
+         <instruction instr-id='588'/>
+         <instruction instr-id='588' subinstr-id='2'/>
+         <instruction instr-id='588' subinstr-id='4'/>
+         <instruction instr-id='588' subinstr-id='6'/>
+         <instruction instr-id='588' subinstr-id='8'/>
+         <instruction instr-id='627'/>
+         <instruction instr-id='649'/>
+         <instruction instr-id='649' subinstr-id='2'/>
+         <instruction instr-id='649' subinstr-id='4'/>
+         <instruction instr-id='649' subinstr-id='6'/>
+         <instruction instr-id='649' subinstr-id='8'/>
+         <instruction instr-id='649' subinstr-id='10'/>
+         <instruction instr-id='649' subinstr-id='12'/>
+         <instruction instr-id='649' subinstr-id='14'/>
+         <instruction instr-id='669'/>
+         <instruction instr-id='669' subinstr-id='2'/>
+         <instruction instr-id='669' subinstr-id='4'/>
+         <instruction instr-id='669' subinstr-id='6'/>
+         <instruction instr-id='669' subinstr-id='8'/>
+         <instruction instr-id='669' subinstr-id='10'/>
+         <instruction instr-id='669' subinstr-id='12'/>
+         <instruction instr-id='669' subinstr-id='14'/>
+         <instruction instr-id='669' subinstr-id='16'/>
+         <instruction instr-id='689'/>
+         <instruction instr-id='689' subinstr-id='2'/>
+         <instruction instr-id='689' subinstr-id='4'/>
+         <instruction instr-id='689' subinstr-id='6'/>
+         <instruction instr-id='689' subinstr-id='8'/>
+         <instruction instr-id='689' subinstr-id='10'/>
+         <instruction instr-id='689' subinstr-id='12'/>
+         <instruction instr-id='689' subinstr-id='14'/>
+         <instruction instr-id='689' subinstr-id='16'/>
+         <instruction instr-id='709'/>
+         <instruction instr-id='709' subinstr-id='2'/>
+         <instruction instr-id='709' subinstr-id='4'/>
+         <instruction instr-id='709' subinstr-id='6'/>
+         <instruction instr-id='709' subinstr-id='8'/>
+         <instruction instr-id='709' subinstr-id='10'/>
+         <instruction instr-id='709' subinstr-id='12'/>
+         <instruction instr-id='709' subinstr-id='14'/>
+         <instruction instr-id='709' subinstr-id='16'/>
+         <instruction instr-id='729'/>
+         <instruction instr-id='729' subinstr-id='2'/>
+         <instruction instr-id='729' subinstr-id='4'/>
+         <instruction instr-id='729' subinstr-id='6'/>
+         <instruction instr-id='729' subinstr-id='8'/>
+         <instruction instr-id='729' subinstr-id='10'/>
+         <instruction instr-id='729' subinstr-id='12'/>
+         <instruction instr-id='729' subinstr-id='14'/>
+         <instruction instr-id='729' subinstr-id='16'/>
+         <instruction instr-id='749'/>
+         <instruction instr-id='749' subinstr-id='2'/>
+         <instruction instr-id='749' subinstr-id='4'/>
+         <instruction instr-id='749' subinstr-id='6'/>
+         <instruction instr-id='749' subinstr-id='8'/>
+         <instruction instr-id='749' subinstr-id='10'/>
+         <instruction instr-id='749' subinstr-id='12'/>
+         <instruction instr-id='749' subinstr-id='14'/>
+         <instruction instr-id='749' subinstr-id='16'/>
+         <instruction instr-id='769'/>
+         <instruction instr-id='769' subinstr-id='2'/>
+         <instruction instr-id='769' subinstr-id='4'/>
+         <instruction instr-id='769' subinstr-id='6'/>
+         <instruction instr-id='769' subinstr-id='10'/>
+         <instruction instr-id='769' subinstr-id='12'/>
+         <instruction instr-id='769' subinstr-id='14'/>
+         <instruction instr-id='769' subinstr-id='16'/>
+         <instruction instr-id='769' subinstr-id='18'/>
+         <instruction instr-id='769' subinstr-id='20'/>
+         <instruction instr-id='769' subinstr-id='22'/>
+         <instruction instr-id='820'/>
+         <instruction instr-id='820' subinstr-id='2'/>
+         <instruction instr-id='860'/>
+         <instruction instr-id='860' subinstr-id='2'/>
+         <instruction instr-id='860' subinstr-id='4'/>
+         <instruction instr-id='860' subinstr-id='6'/>
+         <instruction instr-id='860' subinstr-id='8'/>
+         <instruction instr-id='900'/>
+         <instruction instr-id='900' subinstr-id='2'/>
+         <bounding-box x1='408' y1='538' x2='540' y2='649'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='571'/>
+         <instruction instr-id='571' subinstr-id='2'/>
+         <instruction instr-id='571' subinstr-id='4'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='2'/>
+         <instruction instr-id='597'/>
+         <instruction instr-id='597' subinstr-id='2'/>
+         <instruction instr-id='597' subinstr-id='4'/>
+         <instruction instr-id='597' subinstr-id='6'/>
+         <instruction instr-id='610'/>
+         <instruction instr-id='610' subinstr-id='2'/>
+         <instruction instr-id='610' subinstr-id='4'/>
+         <instruction instr-id='610' subinstr-id='6'/>
+         <instruction instr-id='610' subinstr-id='8'/>
+         <instruction instr-id='610' subinstr-id='10'/>
+         <instruction instr-id='610' subinstr-id='12'/>
+         <instruction instr-id='610' subinstr-id='14'/>
+         <instruction instr-id='650'/>
+         <instruction instr-id='650' subinstr-id='2'/>
+         <instruction instr-id='650' subinstr-id='4'/>
+         <instruction instr-id='650' subinstr-id='6'/>
+         <instruction instr-id='663'/>
+         <instruction instr-id='663' subinstr-id='2'/>
+         <instruction instr-id='663' subinstr-id='4'/>
+         <instruction instr-id='663' subinstr-id='6'/>
+         <instruction instr-id='663' subinstr-id='8'/>
+         <instruction instr-id='663' subinstr-id='10'/>
+         <instruction instr-id='663' subinstr-id='12'/>
+         <instruction instr-id='663' subinstr-id='14'/>
+         <instruction instr-id='703'/>
+         <instruction instr-id='703' subinstr-id='2'/>
+         <instruction instr-id='703' subinstr-id='4'/>
+         <instruction instr-id='716'/>
+         <instruction instr-id='729'/>
+         <instruction instr-id='729' subinstr-id='2'/>
+         <instruction instr-id='729' subinstr-id='4'/>
+         <instruction instr-id='769'/>
+         <instruction instr-id='769' subinstr-id='2'/>
+         <instruction instr-id='782'/>
+         <instruction instr-id='782' subinstr-id='2'/>
+         <instruction instr-id='782' subinstr-id='4'/>
+         <instruction instr-id='795'/>
+         <instruction instr-id='808'/>
+         <instruction instr-id='808' subinstr-id='2'/>
+         <instruction instr-id='808' subinstr-id='4'/>
+         <instruction instr-id='848'/>
+         <instruction instr-id='848' subinstr-id='2'/>
+         <instruction instr-id='848' subinstr-id='4'/>
+         <instruction instr-id='848' subinstr-id='6'/>
+         <instruction instr-id='888'/>
+         <instruction instr-id='888' subinstr-id='2'/>
+         <instruction instr-id='901'/>
+         <instruction instr-id='901' subinstr-id='2'/>
+         <instruction instr-id='941'/>
+         <instruction instr-id='941' subinstr-id='2'/>
+         <instruction instr-id='941' subinstr-id='4'/>
+         <instruction instr-id='981'/>
+         <instruction instr-id='981' subinstr-id='2'/>
+         <instruction instr-id='981' subinstr-id='4'/>
+         <instruction instr-id='994'/>
+         <instruction instr-id='1007'/>
+         <instruction instr-id='1047'/>
+         <instruction instr-id='1047' subinstr-id='2'/>
+         <instruction instr-id='1047' subinstr-id='4'/>
+         <instruction instr-id='1083'/>
+         <instruction instr-id='1083' subinstr-id='2'/>
+         <instruction instr-id='1083' subinstr-id='4'/>
+         <instruction instr-id='1083' subinstr-id='6'/>
+         <instruction instr-id='1083' subinstr-id='8'/>
+         <instruction instr-id='1085'/>
+         <instruction instr-id='1085' subinstr-id='2'/>
+         <instruction instr-id='1085' subinstr-id='4'/>
+         <instruction instr-id='1087'/>
+         <instruction instr-id='1089'/>
+         <instruction instr-id='1089' subinstr-id='2'/>
+         <instruction instr-id='1089' subinstr-id='4'/>
+         <instruction instr-id='1091'/>
+         <instruction instr-id='1091' subinstr-id='2'/>
+         <instruction instr-id='1091' subinstr-id='4'/>
+         <instruction instr-id='1093'/>
+         <instruction instr-id='1093' subinstr-id='2'/>
+         <instruction instr-id='1093' subinstr-id='4'/>
+         <instruction instr-id='1093' subinstr-id='6'/>
+         <instruction instr-id='1095'/>
+         <instruction instr-id='1095' subinstr-id='2'/>
+         <instruction instr-id='1095' subinstr-id='4'/>
+         <instruction instr-id='1095' subinstr-id='6'/>
+         <instruction instr-id='1097'/>
+         <instruction instr-id='1097' subinstr-id='2'/>
+         <instruction instr-id='1097' subinstr-id='4'/>
+         <instruction instr-id='1131'/>
+         <instruction instr-id='1131' subinstr-id='2'/>
+         <instruction instr-id='1131' subinstr-id='4'/>
+         <instruction instr-id='1131' subinstr-id='6'/>
+         <instruction instr-id='1133'/>
+         <instruction instr-id='1133' subinstr-id='2'/>
+         <instruction instr-id='1133' subinstr-id='4'/>
+         <instruction instr-id='1135'/>
+         <instruction instr-id='1137'/>
+         <instruction instr-id='1137' subinstr-id='2'/>
+         <instruction instr-id='1137' subinstr-id='4'/>
+         <instruction instr-id='1139'/>
+         <instruction instr-id='1139' subinstr-id='2'/>
+         <instruction instr-id='1139' subinstr-id='4'/>
+         <instruction instr-id='1141'/>
+         <instruction instr-id='1141' subinstr-id='2'/>
+         <instruction instr-id='1141' subinstr-id='4'/>
+         <instruction instr-id='1141' subinstr-id='6'/>
+         <instruction instr-id='1143'/>
+         <instruction instr-id='1143' subinstr-id='2'/>
+         <instruction instr-id='1143' subinstr-id='4'/>
+         <instruction instr-id='1145'/>
+         <instruction instr-id='1145' subinstr-id='2'/>
+         <instruction instr-id='1145' subinstr-id='4'/>
+         <instruction instr-id='1179'/>
+         <instruction instr-id='1179' subinstr-id='2'/>
+         <instruction instr-id='1179' subinstr-id='4'/>
+         <instruction instr-id='1179' subinstr-id='6'/>
+         <instruction instr-id='1181'/>
+         <instruction instr-id='1181' subinstr-id='2'/>
+         <instruction instr-id='1181' subinstr-id='4'/>
+         <instruction instr-id='1183'/>
+         <instruction instr-id='1185'/>
+         <instruction instr-id='1185' subinstr-id='2'/>
+         <instruction instr-id='1185' subinstr-id='4'/>
+         <instruction instr-id='1187'/>
+         <instruction instr-id='1187' subinstr-id='2'/>
+         <instruction instr-id='1187' subinstr-id='4'/>
+         <instruction instr-id='1189'/>
+         <instruction instr-id='1189' subinstr-id='2'/>
+         <instruction instr-id='1189' subinstr-id='4'/>
+         <instruction instr-id='1189' subinstr-id='6'/>
+         <instruction instr-id='1191'/>
+         <instruction instr-id='1191' subinstr-id='2'/>
+         <instruction instr-id='1191' subinstr-id='4'/>
+         <instruction instr-id='1193'/>
+         <instruction instr-id='1193' subinstr-id='2'/>
+         <instruction instr-id='1227'/>
+         <instruction instr-id='1227' subinstr-id='2'/>
+         <instruction instr-id='1227' subinstr-id='4'/>
+         <instruction instr-id='1227' subinstr-id='6'/>
+         <instruction instr-id='1229'/>
+         <instruction instr-id='1229' subinstr-id='2'/>
+         <instruction instr-id='1229' subinstr-id='4'/>
+         <instruction instr-id='1231'/>
+         <instruction instr-id='1233'/>
+         <instruction instr-id='1233' subinstr-id='2'/>
+         <instruction instr-id='1233' subinstr-id='4'/>
+         <instruction instr-id='1235'/>
+         <instruction instr-id='1235' subinstr-id='2'/>
+         <instruction instr-id='1235' subinstr-id='4'/>
+         <instruction instr-id='1237'/>
+         <instruction instr-id='1237' subinstr-id='2'/>
+         <instruction instr-id='1237' subinstr-id='4'/>
+         <instruction instr-id='1237' subinstr-id='6'/>
+         <instruction instr-id='1239'/>
+         <instruction instr-id='1239' subinstr-id='2'/>
+         <instruction instr-id='1239' subinstr-id='4'/>
+         <instruction instr-id='1241'/>
+         <instruction instr-id='1241' subinstr-id='2'/>
+         <instruction instr-id='1345'/>
+         <instruction instr-id='1345' subinstr-id='2'/>
+         <instruction instr-id='1385'/>
+         <instruction instr-id='1385' subinstr-id='2'/>
+         <instruction instr-id='1425'/>
+         <instruction instr-id='1465'/>
+         <instruction instr-id='1465' subinstr-id='2'/>
+         <instruction instr-id='1465' subinstr-id='4'/>
+         <instruction instr-id='1505'/>
+         <instruction instr-id='1505' subinstr-id='2'/>
+         <instruction instr-id='1545'/>
+         <instruction instr-id='1545' subinstr-id='2'/>
+         <instruction instr-id='1545' subinstr-id='4'/>
+         <instruction instr-id='1585'/>
+         <instruction instr-id='1585' subinstr-id='2'/>
+         <instruction instr-id='1585' subinstr-id='4'/>
+         <instruction instr-id='1625'/>
+         <instruction instr-id='1625' subinstr-id='2'/>
+         <instruction instr-id='1625' subinstr-id='4'/>
+         <instruction instr-id='1625' subinstr-id='6'/>
+         <instruction instr-id='1665'/>
+         <instruction instr-id='1665' subinstr-id='2'/>
+         <instruction instr-id='1665' subinstr-id='4'/>
+         <instruction instr-id='1705'/>
+         <instruction instr-id='1705' subinstr-id='2'/>
+         <instruction instr-id='1705' subinstr-id='4'/>
+         <bounding-box x1='72' y1='259' x2='539' y2='367'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-str.xml
new file mode 100644
index 00000000..491dd177
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027-str.xml
@@ -0,0 +1,631 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-027-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='424' y1='639' x2='440' y2='649'/>
+            <content>Age</content>
+            <instruction instr-id='548' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='456' y1='639' x2='501' y2='649'/>
+            <content>Enrollment</content>
+            <instruction instr-id='588' subinstr-id='0'/>
+            <instruction instr-id='588' subinstr-id='2'/>
+            <instruction instr-id='588' subinstr-id='4'/>
+            <instruction instr-id='588' subinstr-id='6'/>
+            <instruction instr-id='588' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='531' y1='639' x2='540' y2='649'/>
+            <content>%</content>
+            <instruction instr-id='627' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='417' y1='624' x2='440' y2='634'/>
+            <content>14-17</content>
+            <instruction instr-id='649' subinstr-id='0'/>
+            <instruction instr-id='649' subinstr-id='2'/>
+            <instruction instr-id='649' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='469' y1='624' x2='501' y2='634'/>
+            <content>231,000</content>
+            <instruction instr-id='649' subinstr-id='4'/>
+            <instruction instr-id='649' subinstr-id='6'/>
+            <instruction instr-id='649' subinstr-id='8'/>
+            <instruction instr-id='649' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='527' y1='624' x2='539' y2='634'/>
+            <content>1.3</content>
+            <instruction instr-id='649' subinstr-id='12'/>
+            <instruction instr-id='649' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='417' y1='612' x2='440' y2='622'/>
+            <content>18-19</content>
+            <instruction instr-id='669' subinstr-id='0'/>
+            <instruction instr-id='669' subinstr-id='2'/>
+            <instruction instr-id='669' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='461' y1='612' x2='501' y2='622'/>
+            <content>3,769,000</content>
+            <instruction instr-id='669' subinstr-id='4'/>
+            <instruction instr-id='669' subinstr-id='6'/>
+            <instruction instr-id='669' subinstr-id='8'/>
+            <instruction instr-id='669' subinstr-id='10'/>
+            <instruction instr-id='669' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='522' y1='612' x2='539' y2='622'/>
+            <content>21.2</content>
+            <instruction instr-id='669' subinstr-id='14'/>
+            <instruction instr-id='669' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='417' y1='600' x2='440' y2='610'/>
+            <content>20-21</content>
+            <instruction instr-id='689' subinstr-id='0'/>
+            <instruction instr-id='689' subinstr-id='2'/>
+            <instruction instr-id='689' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='461' y1='600' x2='501' y2='610'/>
+            <content>3,648,000</content>
+            <instruction instr-id='689' subinstr-id='4'/>
+            <instruction instr-id='689' subinstr-id='6'/>
+            <instruction instr-id='689' subinstr-id='8'/>
+            <instruction instr-id='689' subinstr-id='10'/>
+            <instruction instr-id='689' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='522' y1='600' x2='539' y2='610'/>
+            <content>20.5</content>
+            <instruction instr-id='689' subinstr-id='14'/>
+            <instruction instr-id='689' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='417' y1='588' x2='440' y2='598'/>
+            <content>22-24</content>
+            <instruction instr-id='709' subinstr-id='0'/>
+            <instruction instr-id='709' subinstr-id='2'/>
+            <instruction instr-id='709' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='461' y1='588' x2='501' y2='598'/>
+            <content>3,193,000</content>
+            <instruction instr-id='709' subinstr-id='4'/>
+            <instruction instr-id='709' subinstr-id='6'/>
+            <instruction instr-id='709' subinstr-id='8'/>
+            <instruction instr-id='709' subinstr-id='10'/>
+            <instruction instr-id='709' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='522' y1='588' x2='539' y2='598'/>
+            <content>18.0</content>
+            <instruction instr-id='709' subinstr-id='14'/>
+            <instruction instr-id='709' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='417' y1='576' x2='440' y2='586'/>
+            <content>25-29</content>
+            <instruction instr-id='729' subinstr-id='0'/>
+            <instruction instr-id='729' subinstr-id='2'/>
+            <instruction instr-id='729' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='461' y1='576' x2='501' y2='586'/>
+            <content>2,401,000</content>
+            <instruction instr-id='729' subinstr-id='4'/>
+            <instruction instr-id='729' subinstr-id='6'/>
+            <instruction instr-id='729' subinstr-id='8'/>
+            <instruction instr-id='729' subinstr-id='10'/>
+            <instruction instr-id='729' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='522' y1='576' x2='539' y2='586'/>
+            <content>13.5</content>
+            <instruction instr-id='729' subinstr-id='14'/>
+            <instruction instr-id='729' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='417' y1='564' x2='440' y2='574'/>
+            <content>30-34</content>
+            <instruction instr-id='749' subinstr-id='0'/>
+            <instruction instr-id='749' subinstr-id='2'/>
+            <instruction instr-id='749' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='461' y1='564' x2='501' y2='574'/>
+            <content>1,409,000</content>
+            <instruction instr-id='749' subinstr-id='4'/>
+            <instruction instr-id='749' subinstr-id='6'/>
+            <instruction instr-id='749' subinstr-id='8'/>
+            <instruction instr-id='749' subinstr-id='10'/>
+            <instruction instr-id='749' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='527' y1='564' x2='539' y2='574'/>
+            <content>7.9</content>
+            <instruction instr-id='749' subinstr-id='14'/>
+            <instruction instr-id='749' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='408' y1='552' x2='440' y2='562'/>
+            <content>Over 35</content>
+            <instruction instr-id='769' subinstr-id='0'/>
+            <instruction instr-id='769' subinstr-id='2'/>
+            <instruction instr-id='769' subinstr-id='4'/>
+            <instruction instr-id='769' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='461' y1='552' x2='501' y2='562'/>
+            <content>3,107,000</content>
+            <instruction instr-id='769' subinstr-id='10'/>
+            <instruction instr-id='769' subinstr-id='12'/>
+            <instruction instr-id='769' subinstr-id='14'/>
+            <instruction instr-id='769' subinstr-id='16'/>
+            <instruction instr-id='769' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='522' y1='552' x2='539' y2='562'/>
+            <content>17.5</content>
+            <instruction instr-id='769' subinstr-id='20'/>
+            <instruction instr-id='769' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='419' y1='538' x2='441' y2='548'/>
+            <content>Total</content>
+            <instruction instr-id='820' subinstr-id='0'/>
+            <instruction instr-id='820' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='456' y1='538' x2='501' y2='548'/>
+            <content>17,758,000</content>
+            <instruction instr-id='860' subinstr-id='0'/>
+            <instruction instr-id='860' subinstr-id='2'/>
+            <instruction instr-id='860' subinstr-id='4'/>
+            <instruction instr-id='860' subinstr-id='6'/>
+            <instruction instr-id='860' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='524' y1='538' x2='539' y2='548'/>
+            <content>100</content>
+            <instruction instr-id='900' subinstr-id='0'/>
+            <instruction instr-id='900' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region page='3' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='103' y1='323' x2='158' y2='367'/>
+            <content>Murder / Non-Negligent Manslaughter</content>
+            <instruction instr-id='571' subinstr-id='0'/>
+            <instruction instr-id='571' subinstr-id='2'/>
+            <instruction instr-id='571' subinstr-id='4'/>
+            <instruction instr-id='584' subinstr-id='0'/>
+            <instruction instr-id='584' subinstr-id='2'/>
+            <instruction instr-id='597' subinstr-id='0'/>
+            <instruction instr-id='597' subinstr-id='2'/>
+            <instruction instr-id='597' subinstr-id='4'/>
+            <instruction instr-id='597' subinstr-id='6'/>
+            <instruction instr-id='610' subinstr-id='0'/>
+            <instruction instr-id='610' subinstr-id='2'/>
+            <instruction instr-id='610' subinstr-id='4'/>
+            <instruction instr-id='610' subinstr-id='6'/>
+            <instruction instr-id='610' subinstr-id='8'/>
+            <instruction instr-id='610' subinstr-id='10'/>
+            <instruction instr-id='610' subinstr-id='12'/>
+            <instruction instr-id='610' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='169' y1='334' x2='224' y2='356'/>
+            <content>Negligent Manslaughter</content>
+            <instruction instr-id='650' subinstr-id='0'/>
+            <instruction instr-id='650' subinstr-id='2'/>
+            <instruction instr-id='650' subinstr-id='4'/>
+            <instruction instr-id='650' subinstr-id='6'/>
+            <instruction instr-id='663' subinstr-id='0'/>
+            <instruction instr-id='663' subinstr-id='2'/>
+            <instruction instr-id='663' subinstr-id='4'/>
+            <instruction instr-id='663' subinstr-id='6'/>
+            <instruction instr-id='663' subinstr-id='8'/>
+            <instruction instr-id='663' subinstr-id='10'/>
+            <instruction instr-id='663' subinstr-id='12'/>
+            <instruction instr-id='663' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='235' y1='328' x2='269' y2='361'/>
+            <content>Forcible Sex Offense</content>
+            <instruction instr-id='703' subinstr-id='0'/>
+            <instruction instr-id='703' subinstr-id='2'/>
+            <instruction instr-id='703' subinstr-id='4'/>
+            <instruction instr-id='716' subinstr-id='-1'/>
+            <instruction instr-id='729' subinstr-id='0'/>
+            <instruction instr-id='729' subinstr-id='2'/>
+            <instruction instr-id='729' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5' end-row='1' end-col='5'>
+            <bounding-box x1='279' y1='323' x2='313' y2='367'/>
+            <content>Non-Forcible Sex Offense</content>
+            <instruction instr-id='769' subinstr-id='0'/>
+            <instruction instr-id='769' subinstr-id='2'/>
+            <instruction instr-id='782' subinstr-id='0'/>
+            <instruction instr-id='782' subinstr-id='2'/>
+            <instruction instr-id='782' subinstr-id='4'/>
+            <instruction instr-id='795' subinstr-id='-1'/>
+            <instruction instr-id='808' subinstr-id='0'/>
+            <instruction instr-id='808' subinstr-id='2'/>
+            <instruction instr-id='808' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6' end-row='1' end-col='6'>
+            <bounding-box x1='324' y1='340' x2='358' y2='350'/>
+            <content>Robbery</content>
+            <instruction instr-id='848' subinstr-id='0'/>
+            <instruction instr-id='848' subinstr-id='2'/>
+            <instruction instr-id='848' subinstr-id='4'/>
+            <instruction instr-id='848' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='7' end-row='1' end-col='7'>
+            <bounding-box x1='369' y1='334' x2='416' y2='356'/>
+            <content>Aggravated Assault</content>
+            <instruction instr-id='888' subinstr-id='0'/>
+            <instruction instr-id='888' subinstr-id='2'/>
+            <instruction instr-id='901' subinstr-id='0'/>
+            <instruction instr-id='901' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='8' end-row='1' end-col='8'>
+            <bounding-box x1='427' y1='340' x2='462' y2='350'/>
+            <content>Burglary</content>
+            <instruction instr-id='941' subinstr-id='0'/>
+            <instruction instr-id='941' subinstr-id='2'/>
+            <instruction instr-id='941' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='9' end-row='1' end-col='9'>
+            <bounding-box x1='473' y1='328' x2='504' y2='361'/>
+            <content>Motor Vehicle Theft</content>
+            <instruction instr-id='981' subinstr-id='0'/>
+            <instruction instr-id='981' subinstr-id='2'/>
+            <instruction instr-id='981' subinstr-id='4'/>
+            <instruction instr-id='994' subinstr-id='-1'/>
+            <instruction instr-id='1007' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='10' end-row='1' end-col='10'>
+            <bounding-box x1='515' y1='340' x2='539' y2='350'/>
+            <content>Arson</content>
+            <instruction instr-id='1047' subinstr-id='0'/>
+            <instruction instr-id='1047' subinstr-id='2'/>
+            <instruction instr-id='1047' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='72' y1='309' x2='92' y2='319'/>
+            <content>2005</content>
+            <instruction instr-id='1083' subinstr-id='0'/>
+            <instruction instr-id='1083' subinstr-id='2'/>
+            <instruction instr-id='1083' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='148' y1='309' x2='158' y2='319'/>
+            <content>28</content>
+            <instruction instr-id='1083' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='214' y1='309' x2='224' y2='319'/>
+            <content>33</content>
+            <instruction instr-id='1083' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='246' y1='309' x2='269' y2='319'/>
+            <content>3,583</content>
+            <instruction instr-id='1085' subinstr-id='0'/>
+            <instruction instr-id='1085' subinstr-id='2'/>
+            <instruction instr-id='1085' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='303' y1='309' x2='313' y2='319'/>
+            <content>55</content>
+            <instruction instr-id='1087' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='336' y1='309' x2='358' y2='319'/>
+            <content>5,432</content>
+            <instruction instr-id='1089' subinstr-id='0'/>
+            <instruction instr-id='1089' subinstr-id='2'/>
+            <instruction instr-id='1089' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='393' y1='309' x2='416' y2='319'/>
+            <content>5,943</content>
+            <instruction instr-id='1091' subinstr-id='0'/>
+            <instruction instr-id='1091' subinstr-id='2'/>
+            <instruction instr-id='1091' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8' end-row='2' end-col='8'>
+            <bounding-box x1='435' y1='309' x2='462' y2='319'/>
+            <content>37,800</content>
+            <instruction instr-id='1093' subinstr-id='0'/>
+            <instruction instr-id='1093' subinstr-id='2'/>
+            <instruction instr-id='1093' subinstr-id='4'/>
+            <instruction instr-id='1093' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='9' end-row='2' end-col='9'>
+            <bounding-box x1='477' y1='309' x2='504' y2='319'/>
+            <content>11,890</content>
+            <instruction instr-id='1095' subinstr-id='0'/>
+            <instruction instr-id='1095' subinstr-id='2'/>
+            <instruction instr-id='1095' subinstr-id='4'/>
+            <instruction instr-id='1095' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='10' end-row='2' end-col='10'>
+            <bounding-box x1='517' y1='309' x2='539' y2='319'/>
+            <content>1,219</content>
+            <instruction instr-id='1097' subinstr-id='0'/>
+            <instruction instr-id='1097' subinstr-id='2'/>
+            <instruction instr-id='1097' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='72' y1='297' x2='92' y2='307'/>
+            <content>2006</content>
+            <instruction instr-id='1131' subinstr-id='0'/>
+            <instruction instr-id='1131' subinstr-id='2'/>
+            <instruction instr-id='1131' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='148' y1='297' x2='158' y2='307'/>
+            <content>25</content>
+            <instruction instr-id='1131' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='219' y1='297' x2='224' y2='307'/>
+            <content>0</content>
+            <instruction instr-id='1131' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='246' y1='297' x2='269' y2='307'/>
+            <content>3,490</content>
+            <instruction instr-id='1133' subinstr-id='0'/>
+            <instruction instr-id='1133' subinstr-id='2'/>
+            <instruction instr-id='1133' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='303' y1='297' x2='313' y2='307'/>
+            <content>56</content>
+            <instruction instr-id='1135' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='336' y1='297' x2='358' y2='307'/>
+            <content>4,921</content>
+            <instruction instr-id='1137' subinstr-id='0'/>
+            <instruction instr-id='1137' subinstr-id='2'/>
+            <instruction instr-id='1137' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='393' y1='297' x2='416' y2='307'/>
+            <content>5,472</content>
+            <instruction instr-id='1139' subinstr-id='0'/>
+            <instruction instr-id='1139' subinstr-id='2'/>
+            <instruction instr-id='1139' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8' end-row='3' end-col='8'>
+            <bounding-box x1='435' y1='297' x2='462' y2='307'/>
+            <content>35,124</content>
+            <instruction instr-id='1141' subinstr-id='0'/>
+            <instruction instr-id='1141' subinstr-id='2'/>
+            <instruction instr-id='1141' subinstr-id='4'/>
+            <instruction instr-id='1141' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='9' end-row='3' end-col='9'>
+            <bounding-box x1='482' y1='297' x2='504' y2='307'/>
+            <content>9,811</content>
+            <instruction instr-id='1143' subinstr-id='0'/>
+            <instruction instr-id='1143' subinstr-id='2'/>
+            <instruction instr-id='1143' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='10' end-row='3' end-col='10'>
+            <bounding-box x1='517' y1='297' x2='539' y2='307'/>
+            <content>1,086</content>
+            <instruction instr-id='1145' subinstr-id='0'/>
+            <instruction instr-id='1145' subinstr-id='2'/>
+            <instruction instr-id='1145' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='72' y1='285' x2='92' y2='295'/>
+            <content>2007</content>
+            <instruction instr-id='1179' subinstr-id='0'/>
+            <instruction instr-id='1179' subinstr-id='2'/>
+            <instruction instr-id='1179' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='148' y1='285' x2='158' y2='295'/>
+            <content>66</content>
+            <instruction instr-id='1179' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='219' y1='285' x2='224' y2='295'/>
+            <content>8</content>
+            <instruction instr-id='1179' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='246' y1='285' x2='269' y2='295'/>
+            <content>3,482</content>
+            <instruction instr-id='1181' subinstr-id='0'/>
+            <instruction instr-id='1181' subinstr-id='2'/>
+            <instruction instr-id='1181' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='303' y1='285' x2='313' y2='295'/>
+            <content>62</content>
+            <instruction instr-id='1183' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='336' y1='285' x2='358' y2='295'/>
+            <content>4,985</content>
+            <instruction instr-id='1185' subinstr-id='0'/>
+            <instruction instr-id='1185' subinstr-id='2'/>
+            <instruction instr-id='1185' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='393' y1='285' x2='416' y2='295'/>
+            <content>5,234</content>
+            <instruction instr-id='1187' subinstr-id='0'/>
+            <instruction instr-id='1187' subinstr-id='2'/>
+            <instruction instr-id='1187' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8' end-row='4' end-col='8'>
+            <bounding-box x1='435' y1='285' x2='462' y2='295'/>
+            <content>33,010</content>
+            <instruction instr-id='1189' subinstr-id='0'/>
+            <instruction instr-id='1189' subinstr-id='2'/>
+            <instruction instr-id='1189' subinstr-id='4'/>
+            <instruction instr-id='1189' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='9' end-row='4' end-col='9'>
+            <bounding-box x1='482' y1='285' x2='504' y2='295'/>
+            <content>8,744</content>
+            <instruction instr-id='1191' subinstr-id='0'/>
+            <instruction instr-id='1191' subinstr-id='2'/>
+            <instruction instr-id='1191' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='10' end-row='4' end-col='10'>
+            <bounding-box x1='524' y1='285' x2='539' y2='295'/>
+            <content>915</content>
+            <instruction instr-id='1193' subinstr-id='0'/>
+            <instruction instr-id='1193' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='72' y1='272' x2='92' y2='282'/>
+            <content>2008</content>
+            <instruction instr-id='1227' subinstr-id='0'/>
+            <instruction instr-id='1227' subinstr-id='2'/>
+            <instruction instr-id='1227' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='148' y1='272' x2='158' y2='282'/>
+            <content>55</content>
+            <instruction instr-id='1227' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='219' y1='272' x2='224' y2='282'/>
+            <content>5</content>
+            <instruction instr-id='1227' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='246' y1='272' x2='269' y2='282'/>
+            <content>3,287</content>
+            <instruction instr-id='1229' subinstr-id='0'/>
+            <instruction instr-id='1229' subinstr-id='2'/>
+            <instruction instr-id='1229' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='303' y1='272' x2='313' y2='282'/>
+            <content>49</content>
+            <instruction instr-id='1231' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='336' y1='272' x2='358' y2='282'/>
+            <content>4,562</content>
+            <instruction instr-id='1233' subinstr-id='0'/>
+            <instruction instr-id='1233' subinstr-id='2'/>
+            <instruction instr-id='1233' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='393' y1='272' x2='416' y2='282'/>
+            <content>5,026</content>
+            <instruction instr-id='1235' subinstr-id='0'/>
+            <instruction instr-id='1235' subinstr-id='2'/>
+            <instruction instr-id='1235' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8' end-row='5' end-col='8'>
+            <bounding-box x1='435' y1='272' x2='462' y2='282'/>
+            <content>31,851</content>
+            <instruction instr-id='1237' subinstr-id='0'/>
+            <instruction instr-id='1237' subinstr-id='2'/>
+            <instruction instr-id='1237' subinstr-id='4'/>
+            <instruction instr-id='1237' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='9' end-row='5' end-col='9'>
+            <bounding-box x1='482' y1='272' x2='504' y2='282'/>
+            <content>7,465</content>
+            <instruction instr-id='1239' subinstr-id='0'/>
+            <instruction instr-id='1239' subinstr-id='2'/>
+            <instruction instr-id='1239' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='10' end-row='5' end-col='10'>
+            <bounding-box x1='524' y1='272' x2='539' y2='282'/>
+            <content>825</content>
+            <instruction instr-id='1241' subinstr-id='0'/>
+            <instruction instr-id='1241' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='72' y1='259' x2='93' y2='269'/>
+            <content>Total</content>
+            <instruction instr-id='1345' subinstr-id='0'/>
+            <instruction instr-id='1345' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='143' y1='259' x2='158' y2='269'/>
+            <content>174</content>
+            <instruction instr-id='1385' subinstr-id='0'/>
+            <instruction instr-id='1385' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='214' y1='259' x2='224' y2='269'/>
+            <content>46</content>
+            <instruction instr-id='1425' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='241' y1='259' x2='268' y2='269'/>
+            <content>13,842</content>
+            <instruction instr-id='1465' subinstr-id='0'/>
+            <instruction instr-id='1465' subinstr-id='2'/>
+            <instruction instr-id='1465' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='298' y1='259' x2='313' y2='269'/>
+            <content>222</content>
+            <instruction instr-id='1505' subinstr-id='0'/>
+            <instruction instr-id='1505' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='331' y1='259' x2='358' y2='269'/>
+            <content>19,900</content>
+            <instruction instr-id='1545' subinstr-id='0'/>
+            <instruction instr-id='1545' subinstr-id='2'/>
+            <instruction instr-id='1545' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='388' y1='259' x2='416' y2='269'/>
+            <content>21,675</content>
+            <instruction instr-id='1585' subinstr-id='0'/>
+            <instruction instr-id='1585' subinstr-id='2'/>
+            <instruction instr-id='1585' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8' end-row='6' end-col='8'>
+            <bounding-box x1='430' y1='259' x2='462' y2='269'/>
+            <content>137,785</content>
+            <instruction instr-id='1625' subinstr-id='0'/>
+            <instruction instr-id='1625' subinstr-id='2'/>
+            <instruction instr-id='1625' subinstr-id='4'/>
+            <instruction instr-id='1625' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='9' end-row='6' end-col='9'>
+            <bounding-box x1='477' y1='259' x2='504' y2='269'/>
+            <content>37,910</content>
+            <instruction instr-id='1665' subinstr-id='0'/>
+            <instruction instr-id='1665' subinstr-id='2'/>
+            <instruction instr-id='1665' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='10' end-row='6' end-col='10'>
+            <bounding-box x1='517' y1='259' x2='539' y2='269'/>
+            <content>4,045</content>
+            <instruction instr-id='1705' subinstr-id='0'/>
+            <instruction instr-id='1705' subinstr-id='2'/>
+            <instruction instr-id='1705' subinstr-id='4'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..200de4c0efd8d43296b7f879a5fbb2d8fb61b312
GIT binary patch
literal 31031
zcma&MLy#_7uy9$nZQHhOo2O3M<|*6w%C>FWwr$()`?~)gy+QXVcjO>r4>B?`RxWZS
zF$sER1~wS-(W|%u7<M8iBKyBqFnoNBa;A3XE*3-_|7BDdB`j@ROr3}rC2WjbOvOx%
z?M+Mt1Yn$9oJ@^uVLY;ubvK=kMiP8ZHJ38yaJP{vU|In=MG1I-!IV`3uUFwl#6O%F
z!P_=UKpA*HBUXdEou?+~cGK9^E3tQVj^z^*ljDi$cZ@U<%`$Jhceg+HCzHMC7d@kb
z3fG^w?d2ce?<c9a*M7l%FL4)}x_qIz8)ch^F^0mG17#%g#;KK?qnT2+cE65^L(+ia
z3%A=`ckeE#hc>lVzXSP19oJ7M=TCb<$=iz2QrX%b>`<%US>MA0l}nOgmS5M;QQX2u
zu6l&cErNlCjq^4r%%AR#TJ;n6ERM&4biNst><>s(I}X_q$`{VgrILDTbpx`bONYk8
zZkA+ozp|OI&&hVpH_hfj(e3io4lgUm<Ki1D*YnFDtC@-pYsMh2vXSCNfNbW{@QVGk
zcr&}+)9IOu+O@I~dvh%Tr)kw>(-LwVV{ex1!&!s$-^&S-R^`_9W5=8%X=MD9O4n8U
z<w?;-zxdYZ6^giwX@yZ!z^Ubut1aYyThy7uY4N&cCs)aIx0pWrQc?shxoJtvt|0Tq
zpJLFL0qWe%MQ7)pQRW~O2L}c}!`#anfV{-={uM`Dj5b~moVn)bOTwlJ6Hu(DUFfQo
z&t`L1N(Y*x;BxK776OSkyUlX`O)kz@Soenm7V{&+RXq=YOKnL|jqj_zCRA2aRJk`N
z!-#9S;(S?f_IlFODKLxnoURa7Zh%6Ve%W9Ceqt^>GXIUPBB<W;p^=VprhYVb*|)5-
zgfPQLkY+K-R3n^))l2+5CY`)}dMIt527N1MIT^uSxaQnH0(0`8`~?iX0qXCp2=$#0
zzPBL#-?K%!LNjFS&ij|94?OH0pYLZu&qwb2?Xye+grBA6(T>~97rksWHQ3K63IyBk
z_dwaVwFPWFhF6d;yyv<Lh=8icAqh~nruus4j_@PI+a+8ZGnW+exul9ST1EYDrQFYx
z_MIZf{VK-<ufU$13x0;A2!(pAo5;qpk3)(<9faE`0E}i@8TYDzO>e?9mH`h>wp-!=
zC<a)-sxV4jUggXy3fZ*hF5boCT%~bySn76n1)<*?fx-y=N5=&cVAO4?7#)!nVl0h;
z&nCL-8yrLzJ~b+w+##@Za=ZMT@DB7B?)$H#K)T6{IOyOOc`-dn`|d5_21k||W{XZX
zFb;fxK`xENiu2-M_QQt-iBiwzkFHu{SK5FRcS3_)6WvRYjyK5H<@2YCjt`HDS3P^R
zqSZp+s|;`CFW|R4qP3~>sgs0^>YYgD4a~qvX_0EGh=6G&c!&BQ+Gpa0rb^mB(}=jr
zY=lA2^2qA2rQD#A;j#o+l#gDdSAlwoR$>L3h{rC?C&7hXYA#E{>ZPd{&0(^)j37}n
z%EDW)kYjbX*pR;;JZ3TU#;?#@pGeq@Z<Rd6gZpga02Bp;3c?{W^y|z{zE$MCBQU|h
zP{e2Cf2Rti8<m2xf5IO{4j0$IMywk@^S0fi=Sl)K-3oZ$7S9LH^xGd-l^XFw^eCkp
zgCEAT+)F>a<H5MV!5q87k^K}T=k_cySpP%<KQOK|l%GLbwOtLb4JCfG3p^v0L|l5%
z0<LUQ?z)%HSx{YcbFFf@qTrC62r6z|qlC6vPlLXsy?w3rrw@w}adX&{8x4g0>+Q(*
z%0$bG_z|AdeVtabj+ZWxRwH5`TZsu`I*`4sUO#0=m(X^WBg#z8Rq-!r_n5_@Hc}z9
z!`oAs^CJA4KX_3nQ#=)S@1IOOEIxVol8_V!+}`wgLK$DO5iTjz8ekKuVR>PYn1x_d
z(@=mj_83$9**iPh1uJumqLJiNTQg9bGhzsi3^`YrPWN396wsD?_41-oZ%Mpe6HFUG
zK)9W;`<VXhZT6uH3(6ZvumOdqD5NxU^#+xN+xT}WzQJ;qwg`y5A6<|R>p8F=`p}BJ
zoLfWi6a_B1tM6W6rf{M>>QGvL{83@VK9J87MSx5r30~)mIy(!HSXvHO<&|yFVVJi}
z!rt-jH%^}Y3z_C!sZfoWMy~~B94j4nSJaNr#;-E<Ljw{st+AF>L>$TB{tJ{6#pnZ_
z<ze>{@In^ihP<H5-U#RLsH~f#CR&)>ahdTU)dA7xi38Fl^~Ru5H7%D#&*y_|%s2@Z
zVJ;x}@WPnFz}$~p8D<|JnUncp%IET(z$UjaJ|u79s@2%-@=pwoE%a3%2N)$*{uD7I
zAOU6o)6~q-LNRxiz1+lq=JmO!67p+NSoqoPWEC|%3!04lv&OfgqknOfjdAb+2W^u$
zKxyYz@@zAdsb-l_C=mv4NqpB1PP;zFS4~v*D&6BO(Ooy_OkuYK*MvnemjdCVX)lko
zkfc29U-Nb)Rn5iCr6~&{K_hHtRsVP*$z3?A^dJc&)C|Aco;BTKRm|f<wRZ&%0lzbl
zD~>D(kp&I9u<C2Q4$F7lR0fn{(n@qP6%=>{rIW_l_gdCD@Dk;#M;L$6Mjj#kq-IT)
zg{P%Ued`yenDo=M@2(r9cI$J?@81MIjHAvbV^5ks9KNs4lb)MZ4NRz4@j=ZApaB8x
z(F>AXA_%>|@=K{%xoSS+f)f4x=SjQ#UDgYg^hl{G8?gUuTCBOlnY`&FLl9wV8@Lj)
z-yE1HRMRTOB|Y7uMu&ZzZUvX}_t<_Ycg@<nD};d}hchc&#j4a5G+W_ey9j?pzdb@Z
zAorJJLx7s62u+21rru;-4<f_)kYQ%srIBl4%HHdqygLP~+s!0;535MK%6sud;Ws^?
zL$>VHJDPc(X}FeN_4RL8hCuGaDopmj=lQLW2R2LT!5~0U)03C%vg>{0mWT(ylcrMO
zl*IU2PxX<U(MS=Z3T3qD1S1P4$qXu$D07|e0bfB(jUH@6?TRFMD2_jy&sP0`Zukvg
z`-1+1uW%csHTQDJS7p}mbGo|&cNA?rD|$<0$7>5(4djX71Y2?lrxBVCZ4F`yp@aL%
zM`rpN7O>(cBLUuOid6Zfm;wNh{V{B*q$I(yS|T`6c<9IA;~RsDUKA(9Jo;5r>v$V{
za$}X^`Peb9PR%4V|Bc1+9&?bc0;Ws1X)&Yt7ypb|sy6TxpV)=XuBj1KZ<}D>JSv&O
z3mF#uHrI9BU_fH=;kXAGva^R}cM>V@j0jNM7d&rHTZJGpOUXT)>Qi=cIV*C**uORK
z31ECan<k{eX!5{{S$*1D6Y+?HN5?~@eaj>7ou`;;Zl(6X7HQ$hnnZrL=*KVH)9{sv
zrVwFphboEui-LM%HxtufGNC8r3oF+Yp{I)8Iu4+AnnBYbt6uKxG)g7V%eAg^WN_$}
zanGvgB1N^5MVvK1H*h?K3P<beTPl+|Tmtw$w6~pxu*QmxJ;=REt42{Dm=3g;iM$uj
z#_>Go@HZIFV5x+okVhI2veb6*orqCXUjzjut|V)|`Ax+WIV+O-T#%$)FuG2IEpH4S
z!4NIlvn-%qLI#o87H6m3fF0&WQ-9LSl&X{8cfy*t@9SwpdzeJ3MD4nKwEX0ts~tQ)
zzfS^iq#XsR#*&|Iz7*M3B<l)%r{ApG(-Z*(W;0~Pvlv>C>3@C_S4Rw!4`;5TgzUu}
zP~v)Yi^2L=)g3Xti7ANx3hvF!r5*N3bnnpJLRv0-zU1lpNNbaE2KpcMBDQ`+|M3Y7
zM5$`-CBxu-=zpDJ)gJ^A1miNFv|P-pk6JMPsj=u?$F`BQ|L5OHe`d!~PtA>qs=z#h
zfZ-w7z}1&C&t>Cc@`NVz&O%au_*?{Znvx9%%c{cf*(E36bmT4a?lEc+Z^-D8eitv;
z{rSUx+kxNpHfWZl;?jv%W?^0$oA{dN0rINyi3|x9{0A&P92t405LD}%lD85Xq!n;4
ztPK+N0cp|~AU^JX3w6s?7TcpDs17>7v0Oz}L}*HEja+X}x(W+=*(KUQqcl-)^xAho
zSTSnLBji$psuq~Ar2cmrO^doHP4S$qm4Gyo3lg5C{|Etmvy3<2#WF|oUobj1A-I&5
z0jfob#AsT(s{k$w^bNHrq7AUc=s>^A5E(wWlfZ3<z1HcU%HGjiP9+l^42q088s?B&
z;P&#i6a)pRpxbx@huPHBsxuU0QffGBLog>oE)!t%J;g8>MwsXR0l{q8ZW6pD4{MAk
zh;`Xc|4F~fu-J)yFYz;|BU9j$yXd8dQCRgzE!r!O$|*+|dQDcSx?+E=Xr9tn`8azY
zcSI;V6bpTRrG5W@@S)#BC5C_vzK@GZ#`2OjfjjY3Qqs}aYv(H8Jvl@d?~PWbDlys%
z!YX(<=wu#SWuB<&P93<zNH)Xnx$yz2wLhopJX9kU2H#$vegBB?E9JFb$DZM4+S_&z
zR}&L~+^)dt@#sVyPoICdyMjFJ%Ww69n#Ie6)6^2-Fie;iJVvMTvs6?nwMv$3P9N~Y
zY1&&3txYY%?I2fboMghT+L#stC})Ie3uHKmL0)iW=}aWQHQS|p)E=q(*|aFHz1D$R
zSzGuh{w1IjH?@;B=UM^jJn=+kqa%bYkmTI$N&R!-es7-{h3K7f$78BV5Rg;>2|Du6
zbPRqcv7KNh_8M)yE0r06o6~`efExpnv}F%NW5SD_-{N#%%z7l_6sp+osQXU5{lWOz
zg0Pxbrj(=$Zo1BVk1)bPO4u2HLVpSgDXWTAi^eU?Fw(--0!D)9rF@h~lesnXHli}K
zi|A+iR*&Lro-1{=KWK5u*VZEBl91=l7m>?O5`%a`;`uGBiQ?nYJnd#Pd?bm%p@K(@
zMA(N{UdH3f=){!m0IAoI?&E<4h?|!pugQ0y--+ShvO|Qifp5Mq-sA~QRgBFmO)Fw*
zgQw+6x<6sYFLXT0OdzZFF}~a$ACu9Ot<Mi;orH5<#q;7bOQLm{c+Y~8&K9okrK?sm
zJZb5?kJteuq5#?|!6)JS3J@!vIsk(?O_do)N<FUS*~L#3NsRSr&t%Va?U_4BK>ia*
zSPj3lzJ?5JGLf18;r!5_`Yf~DbbvRxIzhsjj}PFZsxDX$3Xt??*~UTs^Itg((1A6-
z{6ht;11C@Rhv`m22fC%4sv7u-JO$x9h6C?ACgA68t~vGJIY~+16J$BtPcqu3^=$Sy
zLU44VI5-#i_-0r}Q56-t94$ZD`#H-Tr~i<Ytcx!=U@Um?$@7Rr&pyh*v>sfLbldn?
zH=cz0`s6Zq$n;K9x^^#L!%L}hX5=}H!d|=lcO&@RL-}kF?Q4N7ZcR~mq<{C^<~oo;
z{ewV75EZ?z*`0We7Nsqv$wbC6vjQ<$mE#4dy%Qe2`6Jmwj*$7P60}DcW*z$_hK{2o
z5smD9c@~!IA?v)KPP2j@sc({<Pp-WIXUT_CCES5e$xh*L#@X@aliac%%rXA3o^$i{
zx~Dw!qxavkQ~gr0*Lfe}G{0a7u{v;LUAZ~ClxH}sm7Bz8<kv1RXnGgllcD$zLO@^O
z%|tOJSQ<-6S&7h`m-h>>0V$)D6vo^i(nsba17T{|ZDimREkf214vNP*6WLg}&i>wX
zU224p$!Sz)6c(2XX=CnU8e8SyH@EiM(^9aJeGWoMUYKYhp`lawBZ5C@(7?px?nkq*
zLMTV46`@q+HEY%)WWJLI<|j1o0nQmNQ;2;=(_an%0kHrZ&P$tgaySozi$<}~srUv{
z7IDa1UZ$5lN$f2u+}FRp0=u*XtmN%{L5qW@ay?*Hw~(PpS*YgR?WRLhh^rMD0*74F
zvVsautx+MAtK+5G*MTdroX8jj4t6azEHsN(6jM1qikQF(32p+(iG#0#QV8d<&C$l0
z3J$uISB7fadO;1q;&+NL#I4@JXfHW@BYtdqkWH8;EI{NDd2CB*@WAfje|r!J4)|;X
zccHGYdtZ8BaV4XKn`hB@<T1`z>VLfs`~wNG(OR2)zLmQQryBC?#$ZOp!l8Mmh&Mq#
zVE{1p(o5^8+_|r3YZSJ#2d1&x<Es%o{H>ps<1!%8@z=7$=|yDP1YL??$+g-Fu7pI@
zVDv&oImzi`TQpIz(VoKk|6JQ#a{QxPFzOo1rnagW_%+O~XzBvQg==_$JCnZSImg{>
zK;!AzPNQaVdm1Pa0fbVP$g^>_iB2S9IMG`YKTpetPx~vBi}lhe!iZuY*EUn!pT7w)
z>!u&y>uYyT=^!G`tvDm}kB%q)V+trN(JFMEpHZaX*bki0o?<M|i(G1HJ@+UMbQ6I`
zGJ3--cO-}y2xp!<bx~4KfJhFbdEjUxoEcd+;ESMF^g3-%GWR`^Trf%ny7RzbLqqX*
zdL>-(z6odAYVfX{1QdeOTB<cv)R`1U`Qk<)R;p&%U<I{>%)U5_-qgvCBW%PNG&u&*
z=p|sQ36}Z*k`FtGypm)Crb$c;$+=){4zVc(4weW9i0J`F>O!xLhQB2Qm`L4LXnEMI
z&reeaEL*B8vdWK9xsl;>P`$uyop3hGQCS@Im9IO#O-5y@mv`eqr}f|c6IBn5Dai7o
zGT^-~^IQu-w1F1$w8c_@l)tf36;izM!r-TIUC~~yA22OqEPCDzf25>N>3CF5Skq>t
zW4Ily<Yc@n2xkveR9hP~eLl6qZm(<RM1nFHNo)cm4DLVi(=*lUdMG1#M5V_WJxU1v
zrU`&sfYmRQo1CD_K!xb{gK<o!9D|&8EmC6kBb5si*V$o-S8CTS<xMKFYw&C|DpDT9
zVSe4r9HltyTML^yQRY4p4f}?+e}c0LN6s}GB69n|Qb@!pw=Ux=t2w_eS{&&RJC9ua
zLvZQK-aq=vxSRLmU{#a6k5U2MEoxThnGrSfGX~kSHfs^CeN%?2q&%`3lAt8eY&fXt
z9!0-<4U!}vQwp=lGM{%?p<`Z9H2O{^jy8Coucc;9l&oB@^#Xt|EXCAJh3p20NY+uS
zdW76Zab;g}i>}poq_Z5cArqn^9B6(VP!9#kfkT?w_)Pf;*2@}X$l-*Q$q8-mLbOZ|
zaM_7xP_T}l&I#-~ULEW9HKEB~*4rNU@}W%!(NEV+(Sqw%${IgEOKMk>H4}6e%T?ub
ztyKuO30W=_*W?y;^FrLhrQJoIOZ8YSk(aF%*z;;cjvl%xpc+>S!QdKlHYhUUlBfnM
z$KVz~?1k=Ru95l2`Qtj>P(H;6Yky%{hX_=faKSdD*_!fEF<P!*(QSV}8C$6-Vj!6M
z@R0^1^)Dllj$`s66Y<=K_YthgEzrK)K_HAZTAt1J0Sm33ljEVa_X*bsMnRSzj{<b=
zi1vS*jR~6dNr6?ud|5Rga;b6|<J`Yoe2=o?mbpwo=AR5Ro!OufF5y!jK1K8R$H;>+
zJE}}KXaw<*_v*Q`YqCjcOV{5PxVZ?=2#dlSm;?k_`1GvUn^1L?^=ZG|U=PAb;&NsD
zFW`3Wt3#h9CjvzR(DvkIj6N;Dd<FJmjMGov>wo{1Lt__eMx9oGN`?N`xaH{S5{~4-
zJmkOeM2`xHXPoGk(KT6xeCcw+M+Oje!_5yD%5nfJJkpO_w;+{DikRPQ`YY1I$nGBA
zg^-`I5Zn1~gXS`NOLQfjJ~U|wKtjR)kb}<k?tC$(E8QQM+L`<xg8bj>f2i~Su;%}X
z>>ONNF#jjV%=y2NG&9%#A12+btM7i)lHjviyEjRo%58;{3zp#1V4fZ0?4~GCMTU6j
zv*)6U!dh*Ye)Xc|XYB5Gw?hL&wzdu6yXTpy50j4vs<7McP~ZDf3YWnM{E7J07c}sB
z$JE@4dy8XSIYi&38+pFD2&2VjIPhDE8(wY23Y9I7-0ZBpgV5$u=Q5@-#B7bzG<Ed(
zjH6YCHj;PjL^$M!cQ2^PICv2}D`Dwq`*v~t%zQoWe7Qg8!Z5@~xc)fwxUQ6tF~7_B
z?f4!{2Dp+pjk2|7zFD1{9v>k3S>1LPAh0SVh76Z?G)QDHDb1NYPN3D=m^PKGsV*tZ
zb#Q1_y4)@<e=bl>JuJar+PPB+xQc4>8FWr?&a^dj8;r|HRjRdLN4m9AS5-bau`%Wv
zlv!uUQR{o6Yc$FTF7ml=AG)eams?BUq9>=W(1c-X4qyLQ;5M%F(~b{q+iuOib-M%$
zaTLA;Tk#~{)>zfCAbDxM<ct80$wl#V-(M5&Wf+nUZzS==Fe>c3^k&qqEuU~?T&g7h
zRr+*X;<4l0T<10H#xpL)8aJhWlQ8nWT=&(Tf9KbS+fCo`pT4F{U#5|9%u<ZfF=U#Y
zub+N#h;{yQG#U$Yr{dd0=75HVmrYm}{WG~BXEKw>`QK#t>8<XC9rcQwYh>XfP&8<N
z6VnG<(&(BX`(!rP_qgvl!knmYeaF6V=f_vx9>-O?RyHYUWz6gSxoZwA*Mpy_<Kq_m
zo6dZ##mlk1;M~KSFvyXgId@~%?_oG`k3Je3<^vB93vF-As_v1eS<c~%LMZ#sI{Q)4
z-p<@FEKDTB#vySKqcuEWWj2KsQ%rx0D!PDE`nh_1%Q%%SC}K0ztFS=A2bFUtKYE(u
zZU-14TL0#JTxOV&wcD22qZ*SWsO7g(Ay8tE8r$RU8e7jkmsJSaDj)rZ>`(j`S1u4$
zk&K7A+rdA&pH4$l4flO=*z<hTCV}wQ%FEc1F%ilNWuue1>)mjgm2%Ldcd%;`HUgzc
zyNR%Ygvifsk)BwTIDEtT8eqpE-Gg?!sljQ_IjM*O`R6z11@(2DnK^fmFmi6bq#Ar}
zt;kN;bY|G2li~9{%u(Um<ht_@k+r$?d`?vWjmrn<6Lt}<-K6WexX*2QBa<Fyr&+K!
zsTviFxi6>RKh7<BF68eHbOamna5bZLAi6r<OeIY{PTZapq9{^AIbcwHT(MfxowP?F
zMVxqlO7F1@+g;+|CkNd|pzVzkRG(Or;5laL4&os$JoR}b-b~W=EMgzm)15nXhB4(T
z!-vq*tU=`7uWKy+`*VuO694Vh=B}Tp&_|&A3RoF#QGt#87wh^(0-lw4%oa!saY2Ma
zOP%?&LJf2rxgK1{A+NvKd(*a{dlIGsJr;$I)|>@8{TjiazGn<raN(M`O;E0iZN8UI
zUp~0&e8ZBzTE0eOVoqS}4?7;-1ydo}t?usX_qHQl<7&vKm2Va6MXED2pwgY0ra02d
zMF|d8L@!PR>F`;wc@w;bpQbnCd*ziG@AGU}8ZVpl+;`=hg2doXD_19-HYe~XQuV-?
zT=Q%+4!~J^F4AE8MONP24uKCFn+=y5U%Xi5<9_z;Nx%+}N6^~LoeUdefA)DOOU1=B
z9D7s8Ax@T`t^#drSQ2XeB)klY6YvIF5x=#rVof4+u<Y~bLWA*5fHt*GC+d~dW8m2f
zIONAAhT*U1v6FAcaUz1IiMo|BetK4(g2hE}CE={^dvs_3ws7P<^zj$xiZ$ivHqSoT
zCnab&5Ns=uz=b%A7TOYQxhMv<H1c#=q>AlHfBY_1>Tcq;Q=vd6(gwJQNW?*X5hK*v
zBu*ZjAf-8;=>OdKqcV~mOEcZoZ0?}F4wjFx@f4S5&2CKB^9$YdL##cEMf@9@Q{sdF
z?6k<fe*1PMngsu>8L(!gk*QsVcY}U!)jhU{N$6lY$=4OUlB)4;-*Ho23Z+(?9#^3Q
zg_08+9JS+j2}_xdzxMrFV<jE*CrVFOJ?wPiluM`QBY0KJm}S>ElY4xgqwRESy%~TY
zQjNO(K&743la@odC>?yfu=B%Hc>MdC2KBV)`!<GMWD(VQ=+?>eB+O?C?vFvJ(?&U9
zCGJe;tcvgYS{g=hC2UWS#-FEUf`508Q%GDFK$C`hnQ@t53F!#RE`8vM=m<+xRO-ex
z<VtPGJC;!KMw&#O_F|TPQb?cFrMF_DF2Ck?-{i+*r#oYmyHU^d_%V>89t7E-Piia=
zLuQNEp8&(a${!0;A>RDdApyVvb5T)TqNMV!tVj#c_6`Z|$=|yc6boTe7cL*uIr0>X
zx1D+TVuAkam5c(r>>#2V0w@)gd9By;<$Q{}8^JURRGTS!^}QGA5fO3Pk*|ec@LziM
zYZ3CD9LsN-$07~7AV?>-W)uq4<|*h1hg?yD;wvbxrjd>h4h+pT&1ND0@9uGi?y)cx
zuIw5;eWy1Tu43dJi5m`m*MiJm^bkPOj3E|NWRRm(35NdkmS!?d_9Koe`!~mlT3kJv
zk}S97tzOVy58*m|Sf;3?;|r_8zOFC7)G)*yLS4F-ASj5Mm56x^C8uO-QR~QBiB3|f
zKYdgbgtmdi@}IV~YEB5EH>qmxL2zdw0LJ&{LY3Er7p2Xl5Gvp{UZqXs+lqgcFcqp3
zEN~cmr9>ivdsW|K8{bJ(cdJ#Bh+hR;_Hl3fl=8=wpDvQ%JfWC%HS$d71U2bbYFkWy
zjw|ei6z_RxI4k&L-Km7#UkUaGT%2q<x&vbtq^aWQqlKmiM$n>sGEs%M0`~$N9QX`r
z(46P(j>$g;WK?=d-T`*?0qunI>6W4hQc7GnOA;s`Afj<Eh{K^Kkr@xi68BmOHk6Z1
z7LY~4<f&b1u=4qUs6PoKudPc`h<@9$eW&-OD_GO|c|Yb9XSKWE)l`s5*XRhCbT?mn
zTlC$m&1E!kwLC5$Q&?)*OTESViT3ip60>3qA1=<(D`~Ya6YP5lM|ApbZGzM@ZJZ*c
z9r|x?xPG2cf)ag**SGjEEv3!e>5COfg9Sf;e-FvzRk}#ggBbFx%zSVZbg(a_PZ@VC
zR!&@|v|)x0*YZNoC3uMrFB4{hwk)6aCGxPC_bA#2oo2dHHm3hBP0}jaB?_4Y$}c(j
zFgqKeEJ}{O;Ah$2{n#gX+QMj!S5BnWzj%)jkF!p`xd#xw{G)-)qu=RA!XSF4s=9$J
zNbEf9qp5>$vZgw8R+`TO`}B23F_7tBdkzUD0*4Ek30*e8CFOKO@-MUNxeEQXgH%(<
z^xi125j<b7I*`K~%dv4;$PY3700lorTtWkRjeo%|GxJBTHh$m3twb)@b3@I2%=i<a
zGcPb0A`ApjJQx4=A0-cNp??H$+Ua+gjuln=eg5O95(*Ug80`2d^@DpN;nQ@4GBYf6
zS)0mEA^>=Q%0=e){`)a(aj#3WNwQx1tBe_<&8nZ|w9R^)>8Kb8KoPBDs*~J8qu)|Z
z=<U1=BN`=}TF4$sSg4Yp3HML7(!;1eX*)!i^Z@(uSVlS(p1zLToW>@5R=KAm8sD-O
zdWDF@JIL-RiBp8+*p{yID6+e|@QfU2K^XMK4Tg}>G?1-nUr1z(s9D>Morvh{Q|5ec
z+=7$HTj{eLLy>3Z2KHlzT28f|fR-pIyE_)s%9@;ovM%Tj!IO3<`RG+}2=#8-ItrF}
zQNsSp1j!L0MBc;1AUcVbehrq8W(sv=>R>oUV10;8foNxyD$c8hDsi3Dn3F?VFZxS`
zl;<V&xEB}Gie{jwCRH->+6<YBV=6)sye3JmYNteZ=P^e&VPkh7!u#HUSX-++T{v(+
z&%@U_lT!>+dp*nQb*-S+UKXz8zJrLpj-*x}dC(%5r}g$?ABA9gqV7ShNy}qaz5Dt)
z6uxT{i@eMHD347t`)`0D)3&@En8=wTeq!__AZWRmE@<k+y9>HJ=gJckB`gqE4%^ID
z@G35B9fi88s@S<@(x~|c!uLJnxS>MdBDAl`gLZ+N^9y8NR}u=U+jC-}vj(5!H<%7-
z7$fndDg3dou4BT;o0%cnhGBHrGeE?#9*Qk};P2x0GcUvySw@+3C&5R1h_pGivBha?
zs=`Q@pzIau`u!y*^hWRJ$L23VRPT)!mzifQNpsdjs@?&_MKem^?{;0;<?p~V(XrSJ
z3fS|o@UGpXQSYyox8cw8wqe;W(klMN2-D^zS_(88&GF1kh*lj)M3!m^gbcFp>z}a0
ztmF~UXVn!#>^xC-5J7Qq7lhYfKD!wSLm<x-hgdD&wOO&<+E01T9W-arvwJR^v#(>d
zoe^yY>aEw~n$F#q*Q6TDkR`VazxFL*+}1K90tB|jwQn>9I1uG6*R?ih9T^;mCps^`
zPor(W@NI|;%I~}HXZaHnDn{w>?5Nw>FG8mo&Q?vo9w!)Kf2HA^eL3YNrr+i5S;1h+
zV>;r}%qz5<uw^zYaiD;g=XdFgqt*9l0yEBFD|*zvWO<*B7f?=OT(kz=hFahq=shKF
zB+XAy5Y+dGI3@Tet{<tdS^f_k9ielFsWEJ*qIiP?oN&jVd0mY&l%xeBsWR4JNaFpx
z6t_SApTMv}3MBH&)o+mtMF+l|vvz0%ow>0v$aVuxFhLW1yz!854MH`h6<8LTf!vSj
z6X45QLyp3R6nRU7f9u86&qt(ne}>FYIE}LNxEUJ5AIp;QW&$n8%P{q&^@q~|fp16^
z505BWaU~@+gN|SHQ)f~_1sR)e)>dqN0Sn5i0hBIlJdE>fI?DVqr^PuNrh{YFAWYU#
z7rPOE1!mC%FcP$|l%vYnUV}OEJyT-)Lir0IG6*i51&r@ee_3^^4u0O7K(WZLfV2<2
z#OYm+04VI&K5by@R7z7tQ8>L~xi85J+U#TSS$j#87es$}JE}y22zjK~13zKr#MChW
z*caUgjS3<?GqK`|_rB+y0kE6u$p?oyer}yTo<5yIZaw-(kmzo-N_7@jscun$B@Edf
zMuVX&(XCzkI%6M49uljm1N_zw3P$m%Ke-(NeMkCdz$kAC=S1rFm7*w|@3r~w<HTyB
z%_wmqU<Zz?4w*bLp!8Ic@D4eQA$3!YY;(%#011`&c`4$z7$NubH#iP4igEu)368RJ
z8_#tL*OMPF6{ipSgGDoG?*SsT^v0^bAtC{*M)X}I_k5sMZ<Ps9WLC6PmjZjK6eV)$
zqCS0KBy2<x2pBWakoFESZiOTa#hX0$2;j#HUM6;*v3OTm6z;ewKOD1Y7J<2o1nza+
zh^NU>f-dAOW+R_G?NiX^_s}Bqk)FJk*w)Z}*9{z~lvWCL@$NTFi+>qxDB4FPAU7X4
z+V~+}`k@cDI_&Ma$H;0dN37p9Nlup8dG)0XN5~bld1tJ#qcARSM8QzK<(UtmaMt~V
z0)-PPH-ixn#n-5o$w|yQGqerJt{nOlvU+oW*?oH422yEQ`h2?u1nM1rucuaOCNzY!
zqm?U}%?C}UkI|jkA)#2>pxZcOM9)B90a(3`{v1F0WGX$G3)6q^#NJ%S^rxd4i+T5%
ziOa*Ks0wP2P-4U%1~!U7Wh5@L*mcex)E81r;&Y`pHaIAYrqy80hgZF%@IRb_6^w)m
z)F_M_lhb+Hq3XCmNfHGpg2s(?V}oXbI411fK>cP4iP>I;Ml?7w+JXgGfQiZxp?K6x
zTOhJ$MwxKsaRt=D7zXk&A}$XGS#!VTc5l9T^+ZNNspfs&T~xnfCs9BA>x;FU$zss3
zst{D`H$L|#u%e#Po5g>;gOQaFM=GyfipwRVF4;Kr1?ffv4>qt0co)|qYx)@|^lcB5
zC1#Yq7;w^S2r!HZYkz(+|3ZR@Uw}+G>Wg+3Rob?ppw&ycwi)R0>3!qR7O)J(HTS7l
z|3td9V}d@-rCKDtXzl*Ie?@qAdvpl#5S<0z+xz590HJC3k{eN<n-s!5%UJhmK$cJa
zi0OpK)`K`v<E-SN<!l3L0JsBV>(uWSPB2U{7nIJhOlj>QwE)tEwJGNHGs8jV$!(xp
zbf50K66Xf>!i$so++!j$GQ{hr$S68=n#Qml(u{~iJ~zurBf;PF9_^>0^Vmq(AN+_;
zK01<VoJ4V)EVI7D`QmdcCrdnDUUtG+1@P}FJK=sqP3@}U%kgSHFSiS)uiE{U<JdE%
zApNIM-PFraZfawn9An1M1*?nfll>P))hf$4b@5Rt+27NM6hT-&H&UCJ+%dOivhl@E
z&nlb>ovjGvlpH~yFY$)?sFFQwK)Ji&QXZbwGM@ppF1M-cm_eDim0jSw)9}ZJh#{#a
zEx#$I=O6$aP>r@KtY{T}e1OB9jN(UKY3ZNCEQlQ$yUMVsL`}xMV|H_BGC1iT1V7k4
z9vTHaADT+&Hy>Jdc(o~EGA%6urYwRjF-?N|LnFr-8Dqg`f<YEcF=z=LORLWxbN5vF
zpd@Ca@L@oahRW)J$eee?)}nIy0!KM%qbN$rBj3nIbManhec@MDEX}wL3sKD5$o;rE
zpOs4R9WnyuY{*oCayp{M!f9q(f;^o$lC`U`?rdBj;60tTmx~$Wc~5|wc-v(*6&3fx
zV!Tn(ZXxH|pGLu1^0Wx`ox;qTrFk%wM&)3@X{Oq1GbQ^P$b3FiInwoX#>iGu$%wOP
zz*NGxWFyB~DBoi#_l?7HKDeM6b3QdW(&fU4m3Y%-H6<JOQ_y8>ow&Imp=;$xd~0#{
zEdMsPlt{k_^{WD*lMqad+Q|+6?ySr6-9eu~YtVFD{I5U7<y2kQ!0Ra&qGa!_g@c?3
zP=`<!Wv=h{RZoh%p%i4DSBO@tl!+P4e2Qx?i~A!JrU~yWLA({e0`Q!g#O}HwzdPX8
zfkGRo+^aU6RbJ`IDrDG!g=n=uDvOF!5U*jU+RJR8idj|7w{Er+kw+UXy$nmFEKym-
zIXzL~G#FM{EvPze4NEw`Fk*iB750jPVR(I7#hCetNAGcD)O%Yn_iTjnJAC(M%!lKk
zoAC2ZHVyWwo&fZKa8=ozHNn@F02{0=>F%?@2IaAwAC8$y59dh<L?j;_ExTlQVM)vi
z=*P~|9IscZna&s-S00VBaXeace5}4+I=QQEe|h#yyRm7`=brDjTEONXIsJ;zIlHT>
zjPBeUrZ+CMKa8wXco&G7xRRa-2mW4_+540i<ltdh&p-p6dw~ey35x!CA5zm)RET~)
z0}F8B5Ac_qMbe7>eHO0U+E+96!+=WpmtlP~>))R#(pT_Q)GLu0^he<aGnkB<jH$is
zO^=EqE-NHrl8=4)(nIQ-HJzy|GpA%HNDLsbZJNV4qgj6xgXWpr2>61x@)~qv=Vm)C
zdR>S#r|`D4nMvMQ)<g80$++*LWX3$1V<)8O>dK*GV|-`!(6+{hb-6q{ypVNo|Ncw!
zQ&|9;?C`!HfiXCUN^iy}<=KZE3P>9hr9jx@BvYl|jSoLMK$*Ecnf-ac_yrOZMS=Za
zwE6$W$o~&+W@q|;aWf0s|H92I|06~Je=5+^dfN7+;|ad2wPl=`@bw)J6%%ZGVJ{wV
z|Ms0F42<WmAtULepOlJ1>D)T~Mj7h-+<V7(J*BPUqV*Y>{=1NujkS@oED37Z4pyZ6
zoc{9qb$Pw&8*bm;5voqRYrdE^XV%vGcKx;6|7G>7@^uAeqQkDWyQ#s0(0J~;D7KN)
z+~zY_UOqY@)U;h}k<s9EhO~$3vhS48<m@d?)r-71d0d{J6<pe#BFKH|y!hstIT5^~
zD4CCbMzQ$ueI(S(a+Rlr6L4<4D@!+$za{+gbQ4tT{`~uuMjGoL1CZnCOA$z+O3d&t
zRT&Gtthm%Iur@N>rvv&{vgd4V9ekN|W$*0Woe`KGF;bp(>s<F`H_&YTy#BV5uqUMK
zFw(Kou&1ykt=~QK+Onxs92{K8@sD?!gl6a{c?6RmG>&ICgkOGR+5*0}iK(@5&vaE4
z{~J-jEjG^)Xr2k0&xtsQDI3b9^7Kq#LRFZq_H0*WR=HiWfuNXqttD<HX0FI6gdoOY
zI*{#)vxB@ciwG*U5tzrgd=fjh3BT;!S%lcE!>W(id1+;AG+<l^mZKp#8oHJ&!1EI3
z^=;Ys(WJMl*_t`*^jz$fW=o%w@>~V+U<*z#8^*qNwce;JAP}H^4|+rN19~j{#a%F#
zayhR;tyBEz#hoq^K~&XaFg0>)cCFQm<#y;sIM2&&B*P}O3IWed@Vs@cI|W5=F0#}J
zEl{1l5D)qUXadqQuRNZqh&b0ZK;@MENMDM%K=BKN%4x|gHRAOx7eL$up298!0y`Y>
zUoIjGw#qnfvd~_<ABw(%@p}0VFT5E!_J+jA4Yd1eGqlU!bkEGQkEJroklXaQR6~cU
z-wu@K9j!UG>+#m1Uu6ohGJ8jEPPy;v6j;?6!Oz*ZTeA}e?&%x`HdoAiuJPKqavQXh
zw76r#c}~LJN&Aw+82#JX>kiSFVNbw8YcY9xvFOy;00Qn@)rd56-1p*#QOxPy#3j7q
zr_Y!-G{*#c&<*uyAlBT!+7{>A7^qsdGdt>_U@n)wn^1Ay!6E33bmkgQXrq0GW238G
z<D(Nh6R1sFREGigKG0VPzH7#F8yy+I<a{M#*P2Nf>e{^K{a@c0RxF#{H1n=K`k9kF
ztdM?&5_SaS9VoQA)^^|sWK@Ndf#Nk<b!#hb{{#NZ)g5N2SA$_P5A<-6iMI3)l)5k1
zL_X(^ah2eH@yD$>OH=tB@hKv?N6f?LqYIA^&vtTj)TlnVzG}gM(Rn_g{$a1EKf^rA
zZ)(q)qT(F>u#2G5@vzBSAWY$a8zjRqR<xyi<(Zyue%nnH?+nXZ$<}qO9!#J_bqH|c
z7q}-z>j4w)W84&@!WCbpR+ttLsw!pdL!>(iy1ak}bMKPTughRDI&{HVq)L0r_?U*(
z+#bf>QV<>?iF1u7T{F)`BqDRb!z%D1G{1MZnmJ!yo8Tb30}TV8{bp1LJaq1lME@Qb
z_?^YO+C<db<VIk^yEWUQ5fz?$$C0_blhMFt`sQMHEo$rDPIPRH|E0~uE{huerFFYX
z3xy)!J7z#9HN{l>{bAP_MyeIRE~fh!dD!c%<2ZH+ci9PzhYwQM;3;GueW4Yz$DS|;
zzV6<<2;;?5H5!L{DhT?jAzLbb2m9<44M}V&R&{O7ldvoYL-b=ZQI=D{g#X98Pj|X)
z;n_@bd?>od8mq}g4n}txFFBj3`Ma21^O=d#O`9=VJ}&^f?ey(``ib6=eo^T+!5{I!
z-UTaZI>4v*^SX7}Zi~@j4xgAHD>0tFGFKy$5fq#uEU+bP>B>BPMsZLv?9oi3WrVn+
z^casTLhzE`C|QRzm{ghc9dd*z_6>GKOdpF=GF_`gl1aFBI{0;UaM6Z$gD*H>`1#MW
zHZ4*w!8z?N!^=!LfECP{g2{9+sVbL3RXTEa+^adO`gAaXVBTDjI>FVD0VJDA=f43S
z?C(SY!+q<46jCq^7?1qZuwoi;qS5T5@94qq?b*4$D>x^@nfi_HvFTFWyHMI-U#Hlj
zhgLHo`?1>Sc;b{nMMM?z`e}lpxJiDzIq$>EQj(P}fd@fDD3D_P7UyUW>erlIeLL<m
zC!Jt;)w;+yXmgqMetohi^r7^|!+>QZu)kY1>d#$WdC!_w!sav@BfhG}DIJE~Mtwd(
z_9Wz{rDSTVX9n*O0eI8Fqn5cq_PhivY`4?LcZm$nA;<CB`hWlw?*J-gMjU>1^`jW_
zc<g=9lG68OAKzw=ppNDe?ZXuZBKow({u)>mrY?+f?mElog(9T=&AVWbt&-Gj-v{G(
zAOYBPdK83z=qt>bRNL~aCz+y$B0{Z`66P4de#V=ui{`VI!^aC3F$`Vk!?yF;S$B>g
z=(|+3A_VP3*iR<taHZo(t$mJwt(LIH9I5WXq0a}yM2yRDW{2tz{~|-}m+%d!6jI-F
zdIGk&JHE~J!8?k0WQkX0$?!|pWO8KcrI}A;ow7Uka~<^E2fZZM%De^mR3~vgYcS~2
zj4BtiX;aI>l)8$t?q)EwH|{c)LP3ZR#+k9}2yu_~j;TCOQ6N23hLv-xrNy1UAX#Rk
zb4kFyoUq@=sbNhA{fn<0d&N_3CsKk$(w<A0AH;eTO0^MRE06h+_n_FJ=(+PRx2+&n
zxd+GuR@Sy418W<RQn{Tg)H@5P_aE*DTyZjw+Yv??X;)-(8IvM9neM8;lIEAOmsu5!
z&hMkSsZ@e%kq?DE+~QG%r3W30-vIbzA)QxJp2Y{EJB+mJK3QzOlj%oVocsk+*mhIv
z6PJ2kc;GtU<Kz*0Wtfx$*cbFe*973T6^XG)4ero%k|3GjcZkijU+QIF|283IaD+>C
zH8S75dy8Rkv4dz4vaJ7;wT!31j?r@Wvk4H?vuHQ7Wt7L)pP_#B`Ky(xlt2QXJR-!b
z72pGxtzI1i?H`_|7u4nWCs=lx1bDKjdX(h)0e>btNL#np3F2x*eU7aubZO@2y=0QS
za-p#)`qI8{`Zn6GVBCkjn{c}njj*4gl*=bfssa3twjvL<@WU0I>)!1;v6D+M_wb;v
z$YeMAi|&*-{v@U~3fvd3mG}J=!ZWH_DuH~WrrlN#fH6paM5r$YMs)}O7A>(1a6z`P
zq%m<}gA^mgBluHXZ<AM#HTw&X#q98%_}e<%AZ?XH*5j_O>vVc&gzX}vk1|dS@|;sc
z1z!o=(sYMKS(G;6oV9?Dbu05qnX{2Q=-fE+Rp5K6?(z`<Vgs;UM#Vt}(u{Nrxq?_?
zo7je)=@cH~MwdMJKp=J0{-2M-5B@a{WSjA#K9P4AQ%80Hr3$%&cUxy6#o6^AM`kNc
z^M%Fyq%S@=>wh!1Vef8OmA91m$pTa?p;hgz-%VMFt33t|P{}kZkx9<)R)L3A1wu|r
z3S7^v;{LR$x(`(Co$u4NzL3S(zIEh;+TU$mpMM(#D_Z*6tXg}w;SZGuQ~GU8@gFE|
z+2yYiqt47Oe))Bk>iCqEchLF!L{eMm*$h9N5OZ^EZy^_GE`}4VCk`dwXf9Rp<P7<(
z_~nZKieJw9?vzU7X1$KLw6GStIK6BOre?iLk)EyexBF}U5LW$cW>)s<J>#*tj<I=y
zA6r%;ta!V=KJcRa=a#w`8QjMXiMYO`327%Z<Gc9tDDUJEi6*M$ym`S?A@!shd^f-M
z<R73*&><V!rVNy;@48EE5+?jR0JleX#|K_kxwg-oUs4VVTvA2_rjAA`>7hUie|X_2
zDKwN>^&=6T{7mScG*uQEwo1&=E*xU8`CHIa`O~!?GjlxMf|1VL@FOB1VS%7peK05`
z6$B&=PGba&{_Ofp`1yS2_}3QTUSUT8cM{xD+_Fw~(KJjyQ21>Xho!r%trR2UZroX+
z1N6J1sm6r(DPMAVY+NRh;BKI)D9=N<*aHbxBZPR4QG$M-HG-d1U-Dsxl~C;$c;F|<
z7c)reO3pQpfGq`o;D}ZbO}bq6+)S(3&3OU(coF94{W09>o-62Q7b@=D`~GCt;vq)-
zZpS`_A<U?An2{fd(l_?BH?%WPj`KxGCfJE9F?krPEb%kb;tFR~-B)p9>A0$PTRslA
zs`Bj?A%~0x3W4l*nN%3m_~B+mD9dm;_v0Z*Sc~YSS6MVQmZoTK#A(TFQ^uL?-b-jj
zEG?zeQlOxhI<Y-RZAHe_@>+sOsV-3Az4%q~UQ^CvL1)fiv_<^nMtGUNoUlW+;OG?Z
z{x7Km)}Q&GtGE}uo3Q<jlI0$oHg%lLO3@D+r$O>6gOm0!v8Ju1S>SRMpLId43Tj*f
z<zL=FtO~ta`S$M4+W3c4`J~@nie6%>X)ISn)Lt_3^U*J!Cik@*jG3LFD#eY@jRqys
zPHT)9^g;{XU_<M@*l%U&uW70W@@(b4<WeBRT~!HT=t7R}zI|!%qMPU%^A$9tmP^N!
zCGVD;YL(U4I`_z?X2mmIKcOg$2)?xL%y0>nZf!>QqlB~)yGw7ufy}+2H$0ZUe`43u
z7awzu3j5zU+xX>ezcB1*q5rI?fRrc2ASEp`1&aKl6Cv!!a*5|a3Uas;*`YG~TV)hr
z7^$K2USFF3RP3zp?4pgPSJOM~h@9|w*_0h5;RG&+;SXHe)c?Z@b$oTdR7yUxI=!Rl
zZ|-~4hAEa!=33hleZ+8Br<IK`!K<oh`vghd@)SdLKPH$D)ngKCEsz8g*QYlfh5rT+
z5m*kr1B27@sOl(ZsR?ly{qZPq=2ss&K-@VdF<0Z)zT`y{M6EEqqNYC-mY77cb)Yk2
zGXd(Ai%S<WdYU=Mej!y3Mvr}p!ro^S6J96Bv*%f6eMDb8+KW3k#~(^nwYN6U1>syK
zd_{A0TfPZk0Fq|)uqFpvwn@GWj&39@h}06cv{mZdO`u9w?yevP%M4Y?g>6vaN!y6g
za6JfZ5&X8aP`W_X>E#f&QIhN+;KNCx2SD+ff*4px2~4A&%K(JPv>EgTXAV;FZksGW
zx_}7^561^xT(F=yCxygRTkQ54aV<ZQRl}A_tTtL&RV4?Cy;~eb3~+hJ+)7-w4j&fN
zeF>2D2M?J1I_kB*HX2tlauN!BvxJ-DBRA~OD%7l%;r8w26kOjN1$C8uB;ZtCmc_5x
zSXwZCT3h5ba=(;}7tFOt$7ezM^)6>o6_Pnl|9t<o|2%R0O{tlTr^9EaeE?GC5npie
z)ogyJNU4Mxh^4;8vK2;hbWHez+~2f{=!f_eb%9%9T_wvbrAo7z?(c`{I}{*?eUIcA
zXNKQ{OBH@b(B-vJbZN28B6vPGat~V>UH$aZRQyA39IhUo3xd!jN+;&ks;9YYLy-GL
zuGrR@kITii89%gkkV=g6Zv5aP*LF>T$zc<ny2`UEtg5vN<2yywAsRMN6bY9Q{h4+4
z64m_~lnX|#dZCi`0RcR*m&gB32GMigQc0~HK+Rks!(BiZ;!Os*I|naHTkm5{C|l<N
zofM83P8OH5NiR;432wQlBlv3=)a?RhmVNyN?wNPD_N`K9kUW;Q@OotdcSYVlPFM?9
zVL1Q16zkV@;ROXm`GTl%4vfc=g0c4P%?0K=L>kQJ;iv(PWJ;*ae~L-lDrB|j5=`SC
z3W>;lceuRkYfzm(7mj}SR}2TxUZ>NJ?n}Zu4|n<Z-r<?^Dg<{_R7yh_lo|=m9C-KY
zl)Og)(Kh`(^-vyrI*U6Jn{?c|_1M(eTba_wUznwUstIbHqfFYk`oeU8N18A?Is{UN
zq#l+s2ndr5(4WAD^@M7@1Qh4uZiaKMQQ3A-ZAn&5Z=%JIHfK*9=@A-RLeLj}I)ntJ
zA`>W9tOF|#$lGQF46(ImixT1-3OoxEq4V}39|%n7+?M~;QOcfjaPBf}*|R9AIoz^j
z^2l~IEgD34B*%W?-E-(17v_vM4Q?lhxU!j<pw<X(j6+-*KYM+EJe=9>RfcC$yn5v{
zMr+A%)^|T0!M`#%A66OAZ`%ifl}Kb2Wf9KIhHjifyL)}A|7SnyiHlx^KWHey>Np6m
zCZs$F$^~LfQ4s&BcBgIIHUQOpaj~y;K_<Wa3`^L-RY3n8Vnb`%>(lK>4)W7*-B04?
zocZaZ|8MaQOGJdSHh%-=X$wHf-~&FbV^y&chZh(ychRc;iX7^VjJJDM66y(|98+A_
zr+pxw>05BIkgs(GpQW<dUEB_BF2y{rEVxfHe`0@luk`6-?bzTJRgic=t)!6wvY}CL
zPUS1d;a)>)*KoW>Umk#9r#Gt3aD#vbZlJRO+gBO#?ll-@KXbB%#n(WDytB`*dbcdf
zGmG`r&<0gcTIE{r;t8vhW`H{kJi156i9wEh??rr5`ZW`M4FWV%F<Y?o)#zL-hpgW$
z>fk`RNh^}Pxn@kL(K5u-7Q=_L&4`T8z77hi{y3+QP+nw_Tp;(R6`XRd&D(_TZ5TwM
zLjJl)K9+@MG_lDG`*2HKXXY~j^*2rVuqSoNUaITyHY3i>L%~?Efb<8~S=l%<?%>+`
zv`=pi(3n^ObC}w3e`Tf#x#3V7<o)Cjq_!Pj{8nK3aKG+vnDJBFM~%lZeK|d#o;lAS
zRW^N-pFp2mY5!lneP>ux-O}hz=mA8kAP50z(n1nS=)HsVB8V7BfJh03(2IyjRTLDI
zA_&q1>{6AE0@Ax6B1Hs55fK#y@$R6$>g#*XJ@>ok`Sy=IlUXxsO<Q}fnYFWm^KkLW
z$vF($OT=Z5_nqU=&q0H~6K}9<?LBHS3%;23LHpgSn4WWj+?PA{+Bk&0TkC65HSzSy
zG5%<W4Zj3ax;gbsTD@Th-Y3c&?^`n~eM(N_TtODqpoUk8$kT$Wg4aTAvqOuTo9%ZO
z-KqVk^W|ymfS5OXetlhqZCc8sA-NnwiJ{x|TUPNlq$1Suz=2PlaEpdOA@WVjY#ONq
z>)ZP=U!S86_VbM4YK}VG3&&`JKN5<GWVduLwp0tV>=m+@3(tIYmvg!d{rrAJu<?0A
zg-)hV5!{^x`!6>og=+0l^Stu%rHQ(<2TAB-noRYaPne*7e9nua#OLc@d=;;36^#rG
zZ45g|@GKg>P!wj?_rR)^*JXw*T=o>XYkN2OW6iM1&|Jrv@)_mz1R!@)A5`(Yv<ACr
z-=k?IyyRl6hy(FmXv0y<;B~_m+_XX@J_||D+dT9nOa<mqpdkOH$y3m9SV$G09~Ip(
z;Sy89?i`gIEp^%GY-w7=A@_FvnyUSHV~4nA;l^U^!il${(Oo^lbx$=U4b9UKHkw&0
zhh}Y~@4u2O;5B@-bY8=I;z9I_+x%aMg0-Px9d6XFbt8JNE=%Z~D|USjE~VC6gDlm#
z=CQ_$^D%YRc1LGHb@NmN!+h8$9m@Omj6A*g@od_8=j+vvw%+SnZQT5D<W1g*@e6%+
zukl#{^PFZg_ygt+bi}#K=iW$6KhvIj_l~~9<@r71QXk9D<Kvs3ikQ^3-|5u632k^f
z_BNt_boq=r4zUzq^>P2=raKJ})7G<8{}ufs;=}zat`L5%;xmehafnqF>X)C%pQDH&
zK`GqSNIszTdQZn_$b+!m@Xi`@XaV2y+LF|V9P0Ln&x9z`4VF*-hh7!g?rNRXp*dOS
ziDJIPz&01}GmkhB;zdL)&S-qGlB;^;a6{Sh%FI>K_$Eh5JH}~)$5Urdt+=5CjvVzt
ztSkx$Ta071kk7H4s@E1<8ndiMl;~@FMz9UW8-?*3HP4<6zQ3*n@p?X8<tf!qmKYc|
zi1ISI@TId(LEZbQl1k=<_w?28KSLmH#XB#W(2vJ{6v{cJbcCQDBX;mbOafB6=c1*F
zoA1c_YS-BAfkpeK^Ak@Fo6;D{76CKoZ&BZRL59G&heUP~t#)Z<TRKBm+yfxO+#?{u
zu~;c^q*|tJ?y!?wQzQAVbeeb4a?j$Kqek<miW+239*biz6?t?u{Sb~;<N(2<XudrC
zp-|qy<<qpBTUs2$N?wUD$wB>=S$!_)tCHRA5qW2#RMC6cu_qIOQE#?YA>T8?86}0!
z^sGftyGxI{XeL^C1sWz^UW&3yb9co$?ZMt-cOMAkaK4sD{XnLiMm~(gFMa83MRv&C
zwFeDmBdN!Oy%OMB4Wym7(@lU$N114hR}Ho6wK<`vJLx9yZwRH9TgQeS?}py0ShF3)
zkL2f8a7C1KW>k<jqbmwdzs#@jV};BSyo`WRpSxUK*9z4L(#i)k5ohWf7c-?ClZ;*z
zB%4udhdtDl)9?~1cA;TEN<?HD0!m&&yMX9~gV494BuHyUy9huO+NJp&k?HoeG-1j>
z%*9=()+$8PvNwa?JabYYgPvoxJfUQ{y>fq+VV012(70|Y)Md$2NFtM7g&-7xVjbJ#
zxO6<hGqPV-Zm>S**2ib+jPxfCd<fXxoxf%METASWdt!f!Zlo8tm_((%<n4PWI4uR+
zZQ9OYJ$E+sJ6%plf6<S5D%Jm7b|`dStPkULKSo#^!(nhg{zE9lXopU>D%ND2&Fto)
zi6@Hth-OgRtM`G&AV$%E$fdh`QrPrXm@b^f$qo&n0&NO3+3VV9<dm4?VV~WO<i{yp
zE7!UZW{>7j6Dun$K1BWH<((-DfV%rA(D5eC_QR)9t;u=Fec@gxX5Xb_uRk5*g8O|?
zjhbKDx3%d>C$01tDpROr^A+BmM;c~)qE|76ed|}<)RUho)r>OD(vNwo)rf6kZ$81S
zq19IEL%zZMg+0hXV|CHST*oh3kG#?8Z-}~HKp3{K<j<{%e=VqmUyvE8yzRRwU%9+s
z9&V>M|Fm~rMDXmDWawqRsi3H?_1wb(PYtswa#vb+l<Ob#<xB~A93vGM8D``z#`tz2
zz)Gqnr8lw8eR7WUutj)o-%0U|GJ~+mxJ||6y;-J-k*)~jvm5LiW`Z4TlV*D}wGo?L
z*jDZlh(VM&rgIMwF|c|HyZ>#PRrmU;0&1>n(nmBy$fffJ^(LR~%spNYlkksA?LjQL
zZ|fevU3hVUbV@Gu!pfL!tGgijAkV8OCO1``xF^FdQJX}D5A$Vi1l@2vN*JJ-G)aqH
z+{!!Cv*KvVU3&WZ73xEz4fDK3{<0G(rYdL870kF-rXJi>HhS3PaeH52^;NkGE-_+}
zt5P#eOHq3p#j@v;kDX{uvK}ZOmn?MloAWB(k$cNwmd`m=em?HOp^I*$cS;$+t5fEp
zKvgnyWu*pK-D6jxE_Mp@wA`wBag?<<uGf!CW%5wT+`bm?!6j-ZlBk*Tm%Hv#)G9lD
z+#iZ&+#)<dyT2-SO(jo=Tcjqth%H{!IVTyYT3f@BHWHb=&lMD;NlPqTWV1nQ`~gGD
z`XEIRkzAS2MupdWUZ3M7r7D;VEQbc@k4Gkpc0BB!5guC)NIiX`x4`<9AKKu$dlKfU
zspYS-%z&~m4J-*C0%Z~Yaz5D!e7P+Z_HO@|`Es|BwilUph4-IcHWcMmxqYtV;k7H?
zs^KzO;c>iXB$43Y8G|!IJvVn?pyAC2me&>A?_u!VwxNah8GFLtw|AqtWWvHmFPa<_
zW`Bc@>*-M<Yxt(N&g$Ex25%}SwzYW7fHuCxci{P2;EE{rZdrV9i~Blip=wuPNWE;q
zJ7w$zRinKs8ihwCM+Qsw%N)sYKL035+PAIi96Qayt9~AkkF1Mo!P4zi0~t0W)~a=b
z0lQz7JtkP-Tl#rNu9jV)pV=8K0gb-BpdN9HLsKfc?{zZ$?a(*PbvEPK0<}^CGLw!W
z)b%ZUSUIk~e4rv72VbkCidOwt<M(W?Vfo(pQGZrL#AGZ;lDlW;`J7KP&KaY-pLHbD
zM_<de$)2r}c>L@uL{zLY|BoHe?VU}^4yYm;jsCF%ikAIj2NaF`Pj*1-9Kl1N6jCEb
z?WelSPs?Ni!I040(5I`_Vtjj4+`4s5t3Muh%`3&2apF@&YL2<RVwpV0uwo|?P(F`+
zntZkudbC3|WEGbm$!a8}r~S3L_vQ49Ck<RPeY0_#w#Qlo66=+pZj$zX5tuf358qna
z(Xvu(Gvj+~*5hoxMZV$S;}<i_)1quy_l`{pA5FzwtuEUPHfc!`K6AQyBSqcjDpydi
zV$j#O{%g*kR)Uuw+{22O^?rHyQ2&w81G%sMALn^R-eLN=IwxK?4-Gu3rf1o@r;5RD
zCJwqr`b(U-V^b7)SUc&{XqAI=(d>vfcb!?lZppo?LJ9sYH)628is0!|#D=dcZ(G_l
zd@4mp6b2R8-l*5_5>R-eT4^_r3T;Ti+)C+x?Vj~;fFt3QdUEfwdid8fi?3~VrBrWB
z+l8;MU&?JPAS8>ZPkwpc8y>=Tb@u*E8Yh|TSzd*kGuBgXl@bC{NY$C;g;uvQX0cI*
ziwicx*LSImj>esPlCXN0-7G}i)?iDg`b+)mSlO#R1go^UTdS2%lFbQod7STiF2#m^
z)jK~^@6~x};ZgrAR)<01e)xe~JXhGmhnMwEKkehF<4&HF%{$rS_|!Xq77)Mnz8J>N
zt<iKVoRmND###RGtUzS-Yd0-1wYzv7G)r48OB`!2Uc>CQc|qdiiw~}ECZyB7JUE;4
zXfR6pP;QCgd{6+UKltqDwIK!b_lxkrfcYTB{T4B91S5q5d%U9U$3D*0G^sx4_Fk~q
zVSu@={#sGA$CNg_f_I8dU&4Dx&70o9c&UW%<p<#vjfY9S%ZyJ(+D_AMUMQBwN{`=c
zR3fAfmFnu<ku3c%5lp>*>nt00&wL0jJuakGjp<o+Dp2ueJkE^ODWhGL?e!HEpOBnu
z`;#!{i2H=Pxs4AKwmbBX#WWmNS-;J>Jd~?4U!@cGQnD+y*mh$DqgP{$_oiyp=cQ9|
zMX&9CU3Amf-Lhuvk%N)$V}=)t8+RDvXqJzIb)YE^mE<n}JrS%Mw@JiS923h4ABW(G
z?5LAGBm8+Wv2B$Cq4pKU&SMd*<~|R0P&q7$>-vO5GD|?4+(y*{D|i<w>Xj>f2F;(#
zhlo1qWuVm8a`(KlSBNk<?AfDIl|;o=;UeV6IDwCME>FDn@Wz2`qofwrYo*Uc^yOPy
z8~X#1aywI>9V`tfUma8RmoPNDXwsccyRw*46&z(wC*V1%HvReDb^e1@Mv&)s+plD9
zy0M+hD%m`t%Oh0@e*|dvXxuk-hE-1VOta9Q>>yZ12Su>W?Pvw=T9I?6J@m(@S<Gc?
z<A<Y#i&mCdebdg^z!rualBiL$G~sg*dd0~P?&XNh`@s7O^ZN&_MB)92O6`0JZSO7G
z2|k6WxYHA~xj2+GS+{&m*W4^6RX!kFgpjH4b7F<muy?Ob?kBgb@%A^^`5l+s29^b!
zZQm@F^4A~aSFye2I3vs0A52Q4x&>*Pjv`MmV+}k|yW6w$T+0)5IaOC;4F;Oe%<s5$
z!lEu&^U&)DYqIV@uQ+kayosmfiN^D~OHb~Yo4oA{l$jcw)zNAx7m{Gvp^H&&>=Ray
z%ukepxp$!1hrc{8ZZ3E(R+K(pOSqZzMfCJ;(X>_^Yh|Osla`f{1*tPVygXRAsmVE$
zOT}d!am%m7Dvj!asNUWuH^=0G^E}MRJV~x&5%OgnLL;Mu&=@>@+~Mm<-nD1<>*`80
zn3lKibd#W#o{g%hI7!_BP3Bk@%|8{C;**X$*Cah6Q<V0oO)mfKCkK0jTn}xo1MJ;)
zvz~^>ye<YOe^SasB`@^GomisFm8+*mRo$hT(_KB0l5yN&Z<TYSg*$2lA<h?E<&*g#
z<He+#8~g2NJ!}EIhjKnt_7%BBKY;DZ%3WP9F4??`9rm{ux`<2F*#jSc=U~m|-%?yM
z5AVD!_xWzf((yZ&Qto7j*agbnYHjT+*}2NqWni*4zj3TN?joB&H<sL?FL|hnojX58
zZsevDhDW%_OlVg&PxT4wcjhe_XWPpfrp2ntQRS`u{8=B8{HM`3AI1r+Si)2m7Xl}9
zyH9j<r!iRyRyQEZY9ZGm!Zw~`M&S?iu(r_=`x=Yl$DohYl6Eu_vC>8;MS7<EpjBNF
z`W1PE>p2^vE(68|_BZ^;pE!Rh3vN4jR)l7~^3rVnmCILH8qbY*sP&#J&P=7xPGS<8
z#&?ynmkmh46dXhz>{HEq{yxdp0%&a(aJt6S5p56TZ*gl@mNiDQ3hoi-89+|W9?=*-
zl{Ohzb8fW%_&SYILv%9JXEB$2H|n^;fq-t#Px2Uj(+U4z!NTZ)PPBDa#{z<6C}?f?
zqTRy}hgIAx+cliRN<GD8d4N^0&*`MD2rqNMF#0V#{In3OvKh)ELP5k75m#4-oVR8+
zntq11b7qL4hml+qWj??b@QZP&qnW}^CK{iJMh(rOwUM?P&L#KF`_=lnb2YUG@FpR2
zA9P{&+}<VR>c3z6fGS5Qp*(Bl)0*T@*#y$I9g#`17a&-{CsbWT**+NX9erx3`690!
zVBOTadzevo$~So{1pR=sdGHid_|?5rshQ8sI&;eRW!CTocT9Fh`(F~ce!;0|<rbUk
zzUS1t(hZqUcH6wDFib`&^=K?dTD_PZ2uY4c91vA}QxQ)^7}q~+CvB8>|0Uh~uM2Sr
zYKPvnJZ_~g6lrctD9p<|zN2a_TKg@pD6lkf!RC<m!wddvg6jn$$J_fwqr=~?6<e89
zpvQ^~*#!>y0~)p0=N)&>kd`8^ZRF*gg|lWb&YZJ5NeinG=a&0&D>9~sFPX9E?b_Nt
z(p$mEy|tAQ!QynI4Xj>~Pd|^1$}kp<U0G0l9U8g;NoAc_Bd{axCiS=sOLuU*(2D&m
zd*f!Iz*tf{&ra*M)OC&={fLvgCL*ja(1wKeQ<IFu2icD6dd!WHiSb&6+B=G@BSk)+
zaxQhW8RI{-Je^X?o8OFNlcHu{ZB3pCl!}-KCKs;iq2{d;QgyPti040M?-sv|RAfu`
z<lAFjo(R*87v0k+ev^Yo6Y?ngQQhOaU0l)PpF^jYmp%;L2`W+xE3<#hyFPfl?n_@G
zSCmyh$137%Rj;VE{+jwzv!P4*FAt1d+_+xQcEDAxRd(3v80mGMq=4XKY=*$6LZ(+m
zS3*}bBf}2NI`@Ar8M1@PcV688;x^luLB1!{xX~ef+`=|sS=r!p>GW95pd-JTUx$a%
zjL+))D!HiCww`rBw8K8)Fudt{rr2lWH>JA<N{sK`FBf?1`o>aGW8&U^&sUmFGzd|8
zf<deyRK+E>M&|N$L>Li~prrfkq;%Ro644~1;L||*D9w`sv~7K<s7}pDP9>+}dW!mo
zjg^f8O$3d=9?46*VV|;tUk+B`M{~@}WkxUEd?1?0*TZ+to}9_$(h`#KddL`?>}+NC
zqNd}{<#trYE}NW<c$T{E?2Vvv5gjFUR4;>s#}i{-(sRkj)6$1TU2;O%<Ykv+d0jis
z=Uucr<s=@$-+h7g<dId42lz`;cW}eX*)K(<zV0x#7vm|I%kS}2ap~}<Y0AHNHgL@P
zY|Vj73sB_eX9iu8g^f%ZG_K-h!}Wz<6ur5vH{~q&lUz<w$=lCJYL%9}3)drLH_CaN
zXmy%@ojNAh@%m}Ei!bb?G>4G{E>l#<z_ott>oa1PxFp1iEQoZ@czZLuQ})Q7f$qNB
zJSMeAB64G|6qMK6-n?v_2)JP4B$#xhue$VH7brP$m%61dmRkROK`Hd5Yzv)esJe1}
zK;sEjqm+^e`%-b)l8JY`Y{pWK<mM^fmv=gaI%`DVsqH<){k3^w1S<Ky&qDCrV>!J;
z>nlO^b0(HGP;K_=6EPO4N$**?+UK_{bkwr1BE0;QMFpfThXanX^(;?qo-0+&HCTza
zNePMgE3e$!ZH)HpJnms3tokT&FZ+T;c2?*;`dyKV^Dmwk7=Ma}w|w4xv?p$_iY_0-
zkREogslMcy7LhyqI$wCZ3GrhYe~xj46ZAk#*7Rgj%^F=!=4Fupw_DVl2AHfWuRM+?
z@)xZ;IKmi$!nY2^Cx;yIxJpzDfFJD&5<}yTC{y1}j}iBO?n@J$xFD*Njcs@+fEk@C
zSF4y~V98uYg?Mf0)skakXT#Jpo4CgZyMV#dH`nOXB`$F&&pnpP&aR$|`>g4A|EVS9
z1j)&N$+m4gy0E2tRK<G->=2Y~PzatDaIsG)iKNekWi>zU6n*c}9nY~o7Ju)-*4B}Y
zxHp`t@HU1=r9$YaMQhF)XS1G4BZ-zeK6^TzM81BOp;GGsMh>Rv>+Sje=3&K7j*-;z
zyN8D}oVZhY+ZfVX+Gi{mFCd5L_=zVbtX0wkI&YcB8>v<il23j)t190=NUKWlfe7U3
zPM<DqwusD}48Iuof_@>MBSt?wWN?NdF*~8utn^f{F+zoINxdh!M8D}yO!fNfHwTSQ
z(+s`IU#3Y(q*fVFHw<lw@6VY|5MitczyFSmXX8$A3^>)Fe;L5zx~}oRUMfBLxJ6+t
zc%QMS!uaQ_>?d$sYBzmF_@kb!(nGnV?&K|nrlk^iKAatPe{UzYo+jLBZ!T%CQInLZ
z2el*J;(1IOXChZfaAQiETKm%8H*(P6-1~!7jAy-@jKjF-3Htsz7r53Va>DPQ=h+Cr
z#2<%MiGvT9ClO)le2a;ieTuS;(h`pkSkfzQsh`_)m2-ZZp0p~yZ{~suXX%R8`6DGy
zJH@Sz2XPg8b@iODN$r1q<E+o=Fvizx65uI}W9#v3wM{;(b%Pmd*WkIPABi1n%;)-~
zaTjso!g+LxRs%t%LZ3&B1}k$Ts&XQ-EaC@t@n(Lw`%X0r>Tdf)Zh5LwjyjPK5_#F_
z&DfQ#62q9X*c1Gc7vgSDm$j@$Li?5vGP6^KD123oF#Kq+rBq3EnB7RK1om8ct2Q{o
zx3klaA)oD-eWfwNinjAj3fI23Mz!y5_V4;U12ZOZi;7l8i}wi^9il&`tD62i%&rvE
zkWnxB&Ne{kPQPG7%I@R)hx*TSX*j?HO&+|9eff+p<nE_S4~5IstDRs<KH?3>`#GK)
zFB=)}KEnLk>oJwEXj1z#+wNJh5O&83lx6FkyHcK1cpS9@FPqL~pBE+?VFuv|P4R0m
zsi?N}KI=)vyXW<0TznggRV<D)&-U__oz(J-O-tm<(|2JxO4cr$vTa2?T{bRBxcG#1
zq>rn9=>>VwQcptgQiv<m_RAFJ#Q8o{Lyn~({5AMi&E=-}j%gzWwwG8Pd&l!r#Th5K
zqTak#efxN=h{$aEGFIhK_pWH3)fgVmy^!mZ8_)KYb=MIr?Wh9L*JxzcybA9uuPpVI
zrxFdiCmzneGA>U^nXG}{$gEW&&(io=mI=gm73xpO#x}*rg1=d%&xj$x7Ntav2R?r@
z1YEQULr!z_-9BTG)7t1BX+Pe_X_CkjMVn6Exj`fBjFvIYp3dc^vdX`lLT21F?z3>2
z%Gw7s@b8<o?cYH6(~2D3*J0T82~fDExOA&1atd`dd?w{&y5#}IdbNNI|5We7t%uns
z(AEY!Ht*B(&<412sJ(I?vo#nQz3h}oCB}a_#Q4~g9v+oJao+IEc8e&kA+Bq?a=YIH
zC1)KaiLIPMmh7CP@vSu-mbzPgbnKsy64=$DVu=AsykbCdjp_k*@^Q=vW0R6-9?xLm
z*BKr2pvWt?xm$O<_ps1DxcO!7#W4tc4Bq!gm1Mj6L8+3+p_CMVR7rk$P248L509|G
zdf*XecpL$%O$>%RQEDg(NEBRA3FQn!SP{wKvDt80kcx!&CBxB_atesX`x665Zg_w2
zv~3F#(ajo9c0z#Xal;Wd_+T=~r$h86lC1r(Zg@EIJC9y4*}!_cHzY*_uorzI*ducL
z9d#IZCO63BO9lt=hkrvMbVx+MUuBY!rAQ?s>rA2kamdP#lUG1V{#VpNQ49nM|5F{*
zc8%$~Iw;h3^Ka^G9|Qxk{3rULDAuC5?0-$4?PJn^(}!|y%@6mWwok12-96jCH26>T
zQTkuj2mQ?fzxW6JJpi}E4gD?le)G?E-S9uu=cjwXSO=#Me0%=*!x1I~oIl(N_N{y5
zH=}Ml(+Y;7*uV<r3<o1T01SD#U*q?8^ME8+GS-{u@uT1GvYX+_SRB{_M}Kq9&k69$
zAw%2o|5seX5ZY#l{X~)v)*FT}w=jbvVF()&IGGdx9)SOS_E4PrJ=pfc(LWB(M<eCr
z)YZQqa0CEMhNc8xB6KGJ`1q1ZRtDN|hXamqx*h-uFaWdw5&*Dn{(ffG`ZfS~8R_Z3
z{XrrM{PX%S0zfF=2Bi%x;P9XL{|I7r^COV~0Ac}Bqj7kDHxP~iVecTa9|gYx!W^z%
z6c|cPfk~i%Ak0mHJ-)$G+ce)`O$v<j@x_5O6q)^SJ~#^83c~S$0eBFmG6mt-KmtAp
zgoi*_*gL?70K)4a%;AH_`U3zp69rGkyLp1JEC@4^Y^-!ZSQP;1nLK`hU4Mbe;0+R_
z1$2mhAtZu_CmAm8whxX}Qo_Iu@j>2rGFjRJ>*j?e;ov$%A3v;b2mpN3nZgCIQEUqb
zjjVuFQc#da$$;kn>-x8ie^LE=fa2S46z?pzeFov``ic9=`x8gZ2LQ}_&^Bj(;#@NT
zpz0(5aF74Q310>PmKXr2?EOU_E=s(3lF5F`2t-g&kPHFuCPOjkU)TSY;4jL54g4~m
z3}w8(YzNoHyJG{q$#9BM-N0v70158D{nV2Fdl3JR8GjM$7dfP?@a}l<kqSN_?Z7A_
z_<Dfu_Qes%1fnmT;QOyU{6A#-MFtA^Ev`X;y<iLAaFGFa_HqDJue$(hc1D2eU=G*<
z`O9yn40Zrz=GhC(e~Wt%2HUqkfBS%*0lz~12_A3?TF1%;?iN4_q`=^upnT8(Fn|T%
z0C)g?U@ssJNCPN95l{g%0X@JNFb8aa1Hd7`4e$hf01^-cgagNcSRe^F3#0*=KrT=K
zTm`NJw}C3)KF|a_1Ui8}U>JA;OaXJi60ib%05%{H2pxnO!Vckq2tY(2k`NRG15t<Q
zK};c5kOPpz5D$niBmfc)IRQz6q(U+wd627+TaX$^6Ql#u4;h0@Llz;ckk3#mC=-+e
zx(6x>ML;o7EvO092I>s;fF6a0LSvxG(2LM~XgRbJ+63){4nwD)OVIaJ02Lz@7nLBD
zG!=$QhsvDFk;<KlL={PuNR>{NPj#KDma2_vkZOwR71bwdT55J`IJGpj3bi4%Ewvl<
zQR+zQQ`DK%CDfJFt<;0m)6^@}TQtlxd^D0Y$}~na4m2J#K{T;6=`=+&6*LcMhH2(#
zKG4$Aa?y&>D$*L#9-uu!8%BGI_7d$4+D6)b+F9E7baZq)bdq#xbmnweIx<}>T?Sn_
zT?5?!-5lLIJtMsUJ&InR-jUvyKAJwAzLdV6et>?SeuH5rg9w8%gE<3^A%x)!LjglA
zLodS|!v>5MCI(Z3*}#s#j>9g(uEQR{CSdOv85xBbl^87<35-#U7a4CdwlhvMeqv%{
z0&5IR2bltxl9`H`8kxqJ-Z3*Xi!y66J2I1*lbNqFw=hpKukT>rA+y712X4o)9a%dn
zcMR-UW?^6vVbNka#1hJq&T@yPm*v$?hMl52b#`KRM()hoS+jF==X+LmRwS!As}Jib
z)>76E)&({?Hc>V`HXK_F+ZDDJwpn&6_Py*n>~8EQ*bCSnu+MSOa)@ylaU9`D;<(1q
z!?D82#wo{X#~I9-#aYKW#YM#>%4Njm&2@(BHrEK(=UsbtY3;)AO4xOM*TAli+`QbH
z+<5Lp?i<|0+@E>iJbFA{JSjX?JWqF1@0QqYxjSfg&h7`hU-5GAs_?q;Ci33q9p{7c
zN$^?mh4EeC>*9OAhkuX39=|;qds_Cq;^*Sm<UhiHp1+=dQGi`QU4S5PUZ6qXC7ctk
z1^0$ugtx+11o;FF1p@^01bYNGgv5kwg`$OS2tC~k+l$%jzW4mz=DjPz0>Wm(;lgFY
z<01?q7!gmA3nFbIA4SDP?M356t3(&XxW$abLdD9&Cd8S=HN=mK=Zg>Rquqzu=e6(B
zzCH=4guH~OM3zLaBvevCk|23WvR{fuN=eFBDqm_;nn_wqI#9YydRm4{##AO+rb=cR
zA&hWDq#)W5Te9-9-m(R<PmpX#V`Mb47P*R&K)Io^P(x^Dv_AS6x*GjfPErmpmm~LB
zo?YHdK2E+_{)>X50!iVz!lI(E;$g*X#Ze3g#sYH+)2>9Lq^)#J>Aun@Wd&uj@@?fe
zD$*)mDy1q5s$!~m)dJO7H6b;uTAtdJI$Zs*`epSg4M7d8M!v?3=3Y&lW|8K+);_Hx
zTIE{H+Opat?F#LWI?6f`I*qzix(2$5x;=VqdbWC*dXxG>`X2ga`YQ(V24Mz`hBSsI
zhAD=lMth9hjIJ837%Lh_7`K`*nOK`-n#`C=n37Cu&7fw+X6MW%_KWQI-Ct!6m>Zd&
zGk<C!W^vTwo+YiNg=LoI3oE2mxK*1qyS0mTsr3gNZJRSTPi)0)18ke^SnLkkUA6mY
zuWO%bKjnaMh;ZmUu=@bvK(!;Cqn%@s<9jDPr!=RzgYpMs4~{sCIR`s;9NK-z`%s+=
ziwoA}&S9Fv_J>OkZ(_}{`PlcaMy}beD{eY&7u=R`nz-}0MZ6k56+iE;=AP=l;GyPm
z&STM2!!zCU6+wrPNqBq2@JQ~Fk6z|p#a>^%?Y(dK(EA+rsqtm=_3~{c@)LuJ{eF^u
zv3^rWm5-(!T_Kr}iu@t|&i>V84sbEm6(AmPGGIDTJuoY9J;*NTPB3e*Z*W(LL`Xu&
ze5ihCVHkCoTUc|rVEFOy=?JZeyhuo-Yh?4Wz2F}l%|#hRl^lm1_d4DkEgPL0y>`O>
zL~YETn5dZ9lLjZtVt2%nVn^dt;&S7u;|cLS3Fw53gsnte;-e(lr1YfCQ*NgookpI%
zc=~Iydvebig)=#4Y0vte9ZAthDM@8b4NaXrXLhdgJp6p(`L#5cw2pMS^xO-u3jr6V
zE}CAf&JfNxo3WYcnK_)LopmFdFFPUo<0agsfgH`8>$!V!lX5>_CR~1;XOLH!FPfiz
zh4xC|l@|qe1#N|x!mCBQi;{}I6#EuWl~|RuURAt$wUn>)Oc}H+plq@HV0qs)-D}m?
zrLX7R;JT4?6Sx_0^X09>w?=N8+-|;uxpV!l$ldG;_KL(xNM%UnN|k5TRP}-C{u<+&
z=3157ihDBmith{F&#L3BJ5vv<kE#FK5Zds*(Xa7UlSk8RvrF@n7KfIhR?F6&2PO~N
zAL>7BY13+JXjf~$-=W-5^9b{(s#Bq}vP-_JqFcVZqDP^pvRARUx=*REwqLcsen4ZO
zX;63Y;gHc#=kWgF{t?@e$D;>Fryk=TFN}GQy&Vr6-*^%=K{Ju~bm!CbNxsSaXZxPr
zm{ORko7SD~nz5dFGV3<G^xXgX=3LAR<`?Pn0`pfFPz(1L^%whII=!4*@>|+?75kd?
zb@sCO^4&L@Z@N|-R_5N4-hN#@^^WIV@tWLP^LvZ;lOKFOY<x^y=UFfLg!$C=+5YqV
zM$jhR=EX1jzSM4+Y)yRi`TCWTu>XE$>W|FO31Ot8qmA{)<6zs#rt^=~{%5X*uu_6;
zCs9B1p6w#S_uR!w5w@Kc{nAP)A^d1XB4NmH?}1n$Q82K!0cK+eE2Jz8xt+`Z<l4^d
ze{lUV;&z_@qxFvww-f&#t^Z;~B^YvBi+>*cmrBN;>Y{$h^ZrzKJ4^rn8GJiy{?Wl7
znr~;&KU)9Ld^@H7(fU8peA_wSJD|h?B~eG%5Pb0d(ner1OmO>F*`c6e2<re>GNo)q
zNp_JxUAOJkf9^w@=#Bf&`}q--VEyH9vQYZ@RT4d4HzJO*a7TYTX5n8*w%z(&vTqss
zcRqwJ!Toy<;O_)O$|DhY9~{=-)A<*zetDzmZ_-#1eXzd&EY5cE;a?dF{Y#krJ8|R`
z5Jv-u;9uuaa@21i&ehu+@BZ`4b`vPLECQUdzYD%yrubFq9|eq`4s<Xx{ZVj0qJJqk
zsA>d*8JHKI40pwQ5Pa3d-rQ>tgA;ISV)pW8vSxldcu#_1C<$*Jy5Ghv)XPl?C#Ine
zQ`NwN2QlNNgRy?n?%RL)=MM)f1!_V%R;Kzw6oO#oU>`ppu#N%`_VM=hR}NMa+h$P)
zVG0@{2Hz$jd#Q;zm|4KdM54DBfec5<D9IqDk!UHnI|=K94<eGh;7Az-F|bP#&Ry9G
zta^Uy5d5Yl_Dd=ogq9(aJP=@NuY{0AAy6o3kV4u&#FvZ>miG1E3y!xf2*KemHeY|4
zZJA`;h&~8{0|F@{i}*2+E~pNP;J2M1QU=Dl5(CI;VgUgJoH9lZg_Ol&(9$@0cdRrL
ziN{IHf|oQ#QAth#<%)52!@B<%&hHm7e;W^M00%^ab^sw|u&j#<aKn?-#0)G<;Rc>W
zfAY8S;Yu>H3Sx-w>i@T-0)6w(RsbFP-3+QAjj|ay<=jJb!J@P}N*0NhmX(v1mA646
zmF47><>Vw~k;<~Ns))Z)g3bq7b-=%T1pfl^KVbcZ@)uSj$p#Dwbz5*HMGW%Q^78}l
zOjwFLzKyrd^qoc(LGjQpw)t;c3+rcQ_V4ZG<3kB(3Z1ep(JjCSEUX*p{=bCFf7`=2
zx4#7T3m|!K&kdX#0`HBd$mS0^83{^^b5nMw)GWcs#{RT00*pv8bycvDOdxyX)wgG!
zmN)qu;7y>+BxP@`uZNmgur%&lO-Bs$)HXHln>V}(>feBEKE%(y{=rw<C~#(jZbSTa
z-%y9a|4Y|@ucMzgOYjz~CKg1w75=f%qAYm6-;00DYVm)X)cYt~6yO{ILz*&6#C4S^
zQ%qJ)Rvw9zli!|QVzRPgAQ?Cd|1HH|1?FH9-W?_jM`K`=`_Z=xt{^WDJ`~;I-*6~7
zlmaLr<%0YEz=8Knu#)~eP7aCrgAR?B|2qz3qU<UC#w#nYs0gkmf5V~V(3C~h-*Fgl
z4f;DyQ6BU6{!ke7pL7_cEck5wofm^t{6h~#1<Hod?{ta^a{qu+`~!!Um;bwbpl(Wk
z*9{4-CjOKeCHIGXpjp6`@!w<t1^g4I^al>DsPOmxz;P+-i{JV~VwB|m;8n!P|D6t{
zh{61cQ=)98{MH`|t@MXY!7=`fA@I%cKgU(V{DH&BQWl`UkAac>Q)UdBvdsP)ot)yI
zyz;-s8kvM8c;iXnejXfQO$fz<a{&%+s}jMTPf8vFM;Q6K6XBF83hqD|>B5~<F(^H>
zlDv+hqQ174f{wPHmXf|cT0vV@0VOZ1rG(N^|G!gg?~wYFu_W^L1Vn=xD#AoW^vv~P
F{|6y9R`UP=

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-reg.xml
new file mode 100644
index 00000000..f7f29556
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-reg.xml
@@ -0,0 +1,199 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-028-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='487'/>
+         <instruction instr-id='487' subinstr-id='2'/>
+         <instruction instr-id='487' subinstr-id='4'/>
+         <instruction instr-id='487' subinstr-id='6'/>
+         <instruction instr-id='526'/>
+         <instruction instr-id='530'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='622' subinstr-id='8'/>
+         <instruction instr-id='622' subinstr-id='10'/>
+         <instruction instr-id='662'/>
+         <instruction instr-id='702'/>
+         <instruction instr-id='702' subinstr-id='2'/>
+         <instruction instr-id='753'/>
+         <instruction instr-id='753' subinstr-id='2'/>
+         <instruction instr-id='753' subinstr-id='4'/>
+         <instruction instr-id='753' subinstr-id='6'/>
+         <instruction instr-id='753' subinstr-id='8'/>
+         <instruction instr-id='753' subinstr-id='10'/>
+         <instruction instr-id='753' subinstr-id='12'/>
+         <instruction instr-id='753' subinstr-id='14'/>
+         <instruction instr-id='753' subinstr-id='16'/>
+         <instruction instr-id='753' subinstr-id='18'/>
+         <instruction instr-id='753' subinstr-id='20'/>
+         <instruction instr-id='753' subinstr-id='22'/>
+         <instruction instr-id='793'/>
+         <instruction instr-id='833'/>
+         <instruction instr-id='833' subinstr-id='2'/>
+         <instruction instr-id='884'/>
+         <instruction instr-id='884' subinstr-id='2'/>
+         <instruction instr-id='884' subinstr-id='4'/>
+         <instruction instr-id='884' subinstr-id='6'/>
+         <instruction instr-id='924'/>
+         <instruction instr-id='964'/>
+         <instruction instr-id='964' subinstr-id='2'/>
+         <instruction instr-id='1015'/>
+         <instruction instr-id='1015' subinstr-id='2'/>
+         <instruction instr-id='1015' subinstr-id='4'/>
+         <instruction instr-id='1015' subinstr-id='6'/>
+         <instruction instr-id='1015' subinstr-id='8'/>
+         <instruction instr-id='1015' subinstr-id='10'/>
+         <instruction instr-id='1015' subinstr-id='12'/>
+         <instruction instr-id='1015' subinstr-id='14'/>
+         <instruction instr-id='1015' subinstr-id='16'/>
+         <instruction instr-id='1055'/>
+         <instruction instr-id='1095'/>
+         <instruction instr-id='1095' subinstr-id='2'/>
+         <instruction instr-id='1145'/>
+         <instruction instr-id='1145' subinstr-id='2'/>
+         <instruction instr-id='1145' subinstr-id='4'/>
+         <instruction instr-id='1145' subinstr-id='6'/>
+         <instruction instr-id='1145' subinstr-id='8'/>
+         <instruction instr-id='1145' subinstr-id='10'/>
+         <instruction instr-id='1145' subinstr-id='12'/>
+         <instruction instr-id='1145' subinstr-id='14'/>
+         <instruction instr-id='1145' subinstr-id='16'/>
+         <instruction instr-id='1145' subinstr-id='18'/>
+         <instruction instr-id='1145' subinstr-id='20'/>
+         <instruction instr-id='1185'/>
+         <instruction instr-id='1225'/>
+         <instruction instr-id='1225' subinstr-id='2'/>
+         <instruction instr-id='1276'/>
+         <instruction instr-id='1276' subinstr-id='2'/>
+         <instruction instr-id='1276' subinstr-id='4'/>
+         <instruction instr-id='1276' subinstr-id='6'/>
+         <instruction instr-id='1276' subinstr-id='8'/>
+         <instruction instr-id='1276' subinstr-id='10'/>
+         <instruction instr-id='1276' subinstr-id='12'/>
+         <instruction instr-id='1315'/>
+         <instruction instr-id='1355'/>
+         <instruction instr-id='1355' subinstr-id='2'/>
+         <instruction instr-id='1405'/>
+         <instruction instr-id='1405' subinstr-id='2'/>
+         <instruction instr-id='1445'/>
+         <instruction instr-id='1445' subinstr-id='2'/>
+         <instruction instr-id='1485'/>
+         <instruction instr-id='1485' subinstr-id='2'/>
+         <instruction instr-id='1485' subinstr-id='4'/>
+         <bounding-box x1='332' y1='371' x2='540' y2='470'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='121'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='204'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='12'/>
+         <instruction instr-id='257' subinstr-id='14'/>
+         <instruction instr-id='257' subinstr-id='16'/>
+         <instruction instr-id='257' subinstr-id='18'/>
+         <instruction instr-id='297'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='387'/>
+         <instruction instr-id='387' subinstr-id='2'/>
+         <instruction instr-id='427'/>
+         <instruction instr-id='467'/>
+         <instruction instr-id='467' subinstr-id='2'/>
+         <instruction instr-id='518'/>
+         <instruction instr-id='518' subinstr-id='2'/>
+         <instruction instr-id='518' subinstr-id='4'/>
+         <instruction instr-id='518' subinstr-id='6'/>
+         <instruction instr-id='518' subinstr-id='8'/>
+         <instruction instr-id='518' subinstr-id='10'/>
+         <instruction instr-id='558'/>
+         <instruction instr-id='598'/>
+         <instruction instr-id='598' subinstr-id='2'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='648' subinstr-id='2'/>
+         <instruction instr-id='648' subinstr-id='4'/>
+         <instruction instr-id='648' subinstr-id='6'/>
+         <instruction instr-id='648' subinstr-id='8'/>
+         <instruction instr-id='648' subinstr-id='10'/>
+         <instruction instr-id='648' subinstr-id='12'/>
+         <instruction instr-id='648' subinstr-id='14'/>
+         <instruction instr-id='648' subinstr-id='16'/>
+         <instruction instr-id='648' subinstr-id='18'/>
+         <instruction instr-id='648' subinstr-id='20'/>
+         <instruction instr-id='648' subinstr-id='22'/>
+         <instruction instr-id='648' subinstr-id='24'/>
+         <instruction instr-id='648' subinstr-id='26'/>
+         <instruction instr-id='648' subinstr-id='28'/>
+         <instruction instr-id='648' subinstr-id='30'/>
+         <instruction instr-id='688'/>
+         <instruction instr-id='728'/>
+         <instruction instr-id='728' subinstr-id='2'/>
+         <instruction instr-id='779'/>
+         <instruction instr-id='779' subinstr-id='2'/>
+         <instruction instr-id='779' subinstr-id='4'/>
+         <instruction instr-id='779' subinstr-id='6'/>
+         <instruction instr-id='779' subinstr-id='8'/>
+         <instruction instr-id='819'/>
+         <instruction instr-id='859'/>
+         <instruction instr-id='859' subinstr-id='2'/>
+         <instruction instr-id='909'/>
+         <instruction instr-id='909' subinstr-id='2'/>
+         <instruction instr-id='909' subinstr-id='4'/>
+         <instruction instr-id='909' subinstr-id='6'/>
+         <instruction instr-id='949'/>
+         <instruction instr-id='989'/>
+         <instruction instr-id='989' subinstr-id='2'/>
+         <instruction instr-id='1040'/>
+         <instruction instr-id='1040' subinstr-id='2'/>
+         <instruction instr-id='1040' subinstr-id='4'/>
+         <instruction instr-id='1080'/>
+         <instruction instr-id='1120'/>
+         <instruction instr-id='1120' subinstr-id='2'/>
+         <instruction instr-id='1171'/>
+         <instruction instr-id='1171' subinstr-id='2'/>
+         <instruction instr-id='1171' subinstr-id='4'/>
+         <instruction instr-id='1171' subinstr-id='6'/>
+         <instruction instr-id='1171' subinstr-id='8'/>
+         <instruction instr-id='1171' subinstr-id='10'/>
+         <instruction instr-id='1171' subinstr-id='12'/>
+         <instruction instr-id='1171' subinstr-id='14'/>
+         <instruction instr-id='1171' subinstr-id='16'/>
+         <instruction instr-id='1171' subinstr-id='18'/>
+         <instruction instr-id='1171' subinstr-id='20'/>
+         <instruction instr-id='1171' subinstr-id='22'/>
+         <instruction instr-id='1171' subinstr-id='24'/>
+         <instruction instr-id='1171' subinstr-id='26'/>
+         <instruction instr-id='1171' subinstr-id='28'/>
+         <instruction instr-id='1210'/>
+         <instruction instr-id='1250'/>
+         <instruction instr-id='1250' subinstr-id='2'/>
+         <instruction instr-id='1301'/>
+         <instruction instr-id='1301' subinstr-id='2'/>
+         <instruction instr-id='1301' subinstr-id='4'/>
+         <instruction instr-id='1301' subinstr-id='6'/>
+         <instruction instr-id='1301' subinstr-id='8'/>
+         <instruction instr-id='1301' subinstr-id='10'/>
+         <instruction instr-id='1301' subinstr-id='12'/>
+         <instruction instr-id='1340'/>
+         <instruction instr-id='1380'/>
+         <instruction instr-id='1380' subinstr-id='2'/>
+         <instruction instr-id='1430'/>
+         <instruction instr-id='1470'/>
+         <instruction instr-id='1470' subinstr-id='2'/>
+         <instruction instr-id='1510'/>
+         <instruction instr-id='1510' subinstr-id='2'/>
+         <bounding-box x1='154' y1='502' x2='457' y2='647'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-str.xml
new file mode 100644
index 00000000..a1da4e60
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028-str.xml
@@ -0,0 +1,425 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-028-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='332' y1='460' x2='371' y2='470'/>
+            <content>Buildings</content>
+            <instruction instr-id='487' subinstr-id='0'/>
+            <instruction instr-id='487' subinstr-id='2'/>
+            <instruction instr-id='487' subinstr-id='4'/>
+            <instruction instr-id='487' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='490' y1='460' x2='504' y2='470'/>
+            <content>n =</content>
+            <instruction instr-id='526' subinstr-id='-1'/>
+            <instruction instr-id='530' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='531' y1='460' x2='540' y2='470'/>
+            <content>%</content>
+            <instruction instr-id='569' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='332' y1='445' x2='393' y2='455'/>
+            <content>IHE Residence</content>
+            <instruction instr-id='622' subinstr-id='0'/>
+            <instruction instr-id='622' subinstr-id='2'/>
+            <instruction instr-id='622' subinstr-id='4'/>
+            <instruction instr-id='622' subinstr-id='6'/>
+            <instruction instr-id='622' subinstr-id='8'/>
+            <instruction instr-id='622' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='493' y1='445' x2='503' y2='455'/>
+            <content>60</content>
+            <instruction instr-id='662' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='522' y1='445' x2='539' y2='455'/>
+            <content>27.7</content>
+            <instruction instr-id='702' subinstr-id='0'/>
+            <instruction instr-id='702' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='332' y1='433' x2='450' y2='443'/>
+            <content>IHE Grounds &amp; Parking Lots</content>
+            <instruction instr-id='753' subinstr-id='0'/>
+            <instruction instr-id='753' subinstr-id='2'/>
+            <instruction instr-id='753' subinstr-id='4'/>
+            <instruction instr-id='753' subinstr-id='6'/>
+            <instruction instr-id='753' subinstr-id='8'/>
+            <instruction instr-id='753' subinstr-id='10'/>
+            <instruction instr-id='753' subinstr-id='12'/>
+            <instruction instr-id='753' subinstr-id='14'/>
+            <instruction instr-id='753' subinstr-id='16'/>
+            <instruction instr-id='753' subinstr-id='18'/>
+            <instruction instr-id='753' subinstr-id='20'/>
+            <instruction instr-id='753' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='493' y1='433' x2='503' y2='443'/>
+            <content>58</content>
+            <instruction instr-id='793' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='522' y1='433' x2='539' y2='443'/>
+            <content>26.7</content>
+            <instruction instr-id='833' subinstr-id='0'/>
+            <instruction instr-id='833' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='332' y1='421' x2='446' y2='431'/>
+            <content>Administrative or Academic</content>
+            <instruction instr-id='884' subinstr-id='0'/>
+            <instruction instr-id='884' subinstr-id='2'/>
+            <instruction instr-id='884' subinstr-id='4'/>
+            <instruction instr-id='884' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='493' y1='421' x2='503' y2='431'/>
+            <content>56</content>
+            <instruction instr-id='924' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='522' y1='421' x2='539' y2='431'/>
+            <content>25.8</content>
+            <instruction instr-id='964' subinstr-id='0'/>
+            <instruction instr-id='964' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='332' y1='408' x2='443' y2='418'/>
+            <content>Student/Employee Services</content>
+            <instruction instr-id='1015' subinstr-id='0'/>
+            <instruction instr-id='1015' subinstr-id='2'/>
+            <instruction instr-id='1015' subinstr-id='4'/>
+            <instruction instr-id='1015' subinstr-id='6'/>
+            <instruction instr-id='1015' subinstr-id='8'/>
+            <instruction instr-id='1015' subinstr-id='10'/>
+            <instruction instr-id='1015' subinstr-id='12'/>
+            <instruction instr-id='1015' subinstr-id='14'/>
+            <instruction instr-id='1015' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='493' y1='408' x2='503' y2='418'/>
+            <content>22</content>
+            <instruction instr-id='1055' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='522' y1='408' x2='539' y2='418'/>
+            <content>10.1</content>
+            <instruction instr-id='1095' subinstr-id='0'/>
+            <instruction instr-id='1095' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='332' y1='396' x2='415' y2='406'/>
+            <content>Other/Undetermined</content>
+            <instruction instr-id='1145' subinstr-id='0'/>
+            <instruction instr-id='1145' subinstr-id='2'/>
+            <instruction instr-id='1145' subinstr-id='4'/>
+            <instruction instr-id='1145' subinstr-id='6'/>
+            <instruction instr-id='1145' subinstr-id='8'/>
+            <instruction instr-id='1145' subinstr-id='10'/>
+            <instruction instr-id='1145' subinstr-id='12'/>
+            <instruction instr-id='1145' subinstr-id='14'/>
+            <instruction instr-id='1145' subinstr-id='16'/>
+            <instruction instr-id='1145' subinstr-id='18'/>
+            <instruction instr-id='1145' subinstr-id='20'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='493' y1='396' x2='503' y2='406'/>
+            <content>15</content>
+            <instruction instr-id='1185' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='527' y1='396' x2='539' y2='406'/>
+            <content>6.9</content>
+            <instruction instr-id='1225' subinstr-id='0'/>
+            <instruction instr-id='1225' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='332' y1='384' x2='448' y2='394'/>
+            <content>Multiple Facilities/Buildings</content>
+            <instruction instr-id='1276' subinstr-id='0'/>
+            <instruction instr-id='1276' subinstr-id='2'/>
+            <instruction instr-id='1276' subinstr-id='4'/>
+            <instruction instr-id='1276' subinstr-id='6'/>
+            <instruction instr-id='1276' subinstr-id='8'/>
+            <instruction instr-id='1276' subinstr-id='10'/>
+            <instruction instr-id='1276' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='498' y1='384' x2='503' y2='394'/>
+            <content>6</content>
+            <instruction instr-id='1315' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='527' y1='384' x2='539' y2='394'/>
+            <content>2.8</content>
+            <instruction instr-id='1355' subinstr-id='0'/>
+            <instruction instr-id='1355' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='442' y1='371' x2='463' y2='381'/>
+            <content>Total</content>
+            <instruction instr-id='1405' subinstr-id='0'/>
+            <instruction instr-id='1405' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='488' y1='371' x2='503' y2='381'/>
+            <content>217</content>
+            <instruction instr-id='1445' subinstr-id='0'/>
+            <instruction instr-id='1445' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='517' y1='371' x2='539' y2='381'/>
+            <content>100.0</content>
+            <instruction instr-id='1485' subinstr-id='0'/>
+            <instruction instr-id='1485' subinstr-id='2'/>
+            <instruction instr-id='1485' subinstr-id='4'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region page='3'  id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='154' y1='637' x2='185' y2='647'/>
+            <content>Locales</content>
+            <instruction instr-id='121' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='402' y1='637' x2='415' y2='647'/>
+            <content>n =</content>
+            <instruction instr-id='160' subinstr-id='-1'/>
+            <instruction instr-id='164' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='449' y1='637' x2='457' y2='647'/>
+            <content>%</content>
+            <instruction instr-id='204' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='154' y1='621' x2='260' y2='631'/>
+            <content>Dorm Room or Apartment</content>
+            <instruction instr-id='257' subinstr-id='0'/>
+            <instruction instr-id='257' subinstr-id='2'/>
+            <instruction instr-id='257' subinstr-id='4'/>
+            <instruction instr-id='257' subinstr-id='6'/>
+            <instruction instr-id='257' subinstr-id='8'/>
+            <instruction instr-id='257' subinstr-id='10'/>
+            <instruction instr-id='257' subinstr-id='12'/>
+            <instruction instr-id='257' subinstr-id='14'/>
+            <instruction instr-id='257' subinstr-id='16'/>
+            <instruction instr-id='257' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='405' y1='621' x2='415' y2='631'/>
+            <content>48</content>
+            <instruction instr-id='297' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='439' y1='621' x2='457' y2='631'/>
+            <content>30.2</content>
+            <instruction instr-id='337' subinstr-id='0'/>
+            <instruction instr-id='337' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='154' y1='609' x2='190' y2='619'/>
+            <content>Office(s)</content>
+            <instruction instr-id='387' subinstr-id='0'/>
+            <instruction instr-id='387' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='405' y1='609' x2='415' y2='619'/>
+            <content>22</content>
+            <instruction instr-id='427' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='439' y1='609' x2='457' y2='619'/>
+            <content>13.8</content>
+            <instruction instr-id='467' subinstr-id='0'/>
+            <instruction instr-id='467' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='154' y1='596' x2='227' y2='606'/>
+            <content>Instructional Area</content>
+            <instruction instr-id='518' subinstr-id='0'/>
+            <instruction instr-id='518' subinstr-id='2'/>
+            <instruction instr-id='518' subinstr-id='4'/>
+            <instruction instr-id='518' subinstr-id='6'/>
+            <instruction instr-id='518' subinstr-id='8'/>
+            <instruction instr-id='518' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='405' y1='596' x2='415' y2='606'/>
+            <content>20</content>
+            <instruction instr-id='558' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='439' y1='596' x2='457' y2='606'/>
+            <content>12.6</content>
+            <instruction instr-id='598' subinstr-id='0'/>
+            <instruction instr-id='598' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='154' y1='584' x2='291' y2='594'/>
+            <content>Non-specific/Other/Undetermined</content>
+            <instruction instr-id='648' subinstr-id='0'/>
+            <instruction instr-id='648' subinstr-id='2'/>
+            <instruction instr-id='648' subinstr-id='4'/>
+            <instruction instr-id='648' subinstr-id='6'/>
+            <instruction instr-id='648' subinstr-id='8'/>
+            <instruction instr-id='648' subinstr-id='10'/>
+            <instruction instr-id='648' subinstr-id='12'/>
+            <instruction instr-id='648' subinstr-id='14'/>
+            <instruction instr-id='648' subinstr-id='16'/>
+            <instruction instr-id='648' subinstr-id='18'/>
+            <instruction instr-id='648' subinstr-id='20'/>
+            <instruction instr-id='648' subinstr-id='22'/>
+            <instruction instr-id='648' subinstr-id='24'/>
+            <instruction instr-id='648' subinstr-id='26'/>
+            <instruction instr-id='648' subinstr-id='28'/>
+            <instruction instr-id='648' subinstr-id='30'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='405' y1='584' x2='415' y2='594'/>
+            <content>16</content>
+            <instruction instr-id='688' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='439' y1='584' x2='457' y2='594'/>
+            <content>10.1</content>
+            <instruction instr-id='728' subinstr-id='0'/>
+            <instruction instr-id='728' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='154' y1='572' x2='213' y2='582'/>
+            <content>Common Area</content>
+            <instruction instr-id='779' subinstr-id='0'/>
+            <instruction instr-id='779' subinstr-id='2'/>
+            <instruction instr-id='779' subinstr-id='4'/>
+            <instruction instr-id='779' subinstr-id='6'/>
+            <instruction instr-id='779' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='405' y1='572' x2='415' y2='582'/>
+            <content>15</content>
+            <instruction instr-id='819' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='444' y1='572' x2='457' y2='582'/>
+            <content>9.4</content>
+            <instruction instr-id='859' subinstr-id='0'/>
+            <instruction instr-id='859' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='154' y1='559' x2='300' y2='570'/>
+            <content>Hallway(s)/Stairwell(s)/Restroom(s)</content>
+            <instruction instr-id='909' subinstr-id='0'/>
+            <instruction instr-id='909' subinstr-id='2'/>
+            <instruction instr-id='909' subinstr-id='4'/>
+            <instruction instr-id='909' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='405' y1='559' x2='415' y2='570'/>
+            <content>15</content>
+            <instruction instr-id='949' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='444' y1='559' x2='457' y2='570'/>
+            <content>9.4</content>
+            <instruction instr-id='989' subinstr-id='0'/>
+            <instruction instr-id='989' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='154' y1='547' x2='294' y2='557'/>
+            <content>Student Services Locales/Cafeteria</content>
+            <instruction instr-id='1040' subinstr-id='0'/>
+            <instruction instr-id='1040' subinstr-id='2'/>
+            <instruction instr-id='1040' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='405' y1='547' x2='415' y2='557'/>
+            <content>10</content>
+            <instruction instr-id='1080' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='444' y1='547' x2='457' y2='557'/>
+            <content>6.3</content>
+            <instruction instr-id='1120' subinstr-id='0'/>
+            <instruction instr-id='1120' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='154' y1='533' x2='327' y2='543'/>
+            <content>Multiple Locales within the Same Building</content>
+            <instruction instr-id='1171' subinstr-id='0'/>
+            <instruction instr-id='1171' subinstr-id='2'/>
+            <instruction instr-id='1171' subinstr-id='4'/>
+            <instruction instr-id='1171' subinstr-id='6'/>
+            <instruction instr-id='1171' subinstr-id='8'/>
+            <instruction instr-id='1171' subinstr-id='10'/>
+            <instruction instr-id='1171' subinstr-id='12'/>
+            <instruction instr-id='1171' subinstr-id='14'/>
+            <instruction instr-id='1171' subinstr-id='16'/>
+            <instruction instr-id='1171' subinstr-id='18'/>
+            <instruction instr-id='1171' subinstr-id='20'/>
+            <instruction instr-id='1171' subinstr-id='22'/>
+            <instruction instr-id='1171' subinstr-id='24'/>
+            <instruction instr-id='1171' subinstr-id='26'/>
+            <instruction instr-id='1171' subinstr-id='28'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='410' y1='533' x2='415' y2='543'/>
+            <content>7</content>
+            <instruction instr-id='1210' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='444' y1='533' x2='457' y2='543'/>
+            <content>4.4</content>
+            <instruction instr-id='1250' subinstr-id='0'/>
+            <instruction instr-id='1250' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='154' y1='517' x2='269' y2='527'/>
+            <content>Multiple Facilities/Buildings</content>
+            <instruction instr-id='1301' subinstr-id='0'/>
+            <instruction instr-id='1301' subinstr-id='2'/>
+            <instruction instr-id='1301' subinstr-id='4'/>
+            <instruction instr-id='1301' subinstr-id='6'/>
+            <instruction instr-id='1301' subinstr-id='8'/>
+            <instruction instr-id='1301' subinstr-id='10'/>
+            <instruction instr-id='1301' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='410' y1='517' x2='415' y2='527'/>
+            <content>6</content>
+            <instruction instr-id='1340' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='444' y1='517' x2='457' y2='527'/>
+            <content>3.8</content>
+            <instruction instr-id='1380' subinstr-id='0'/>
+            <instruction instr-id='1380' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='352' y1='502' x2='374' y2='512'/>
+            <content>Total</content>
+            <instruction instr-id='1430' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='400' y1='502' x2='415' y2='512'/>
+            <content>159</content>
+            <instruction instr-id='1470' subinstr-id='0'/>
+            <instruction instr-id='1470' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='442' y1='502' x2='457' y2='512'/>
+            <content>100</content>
+            <instruction instr-id='1510' subinstr-id='0'/>
+            <instruction instr-id='1510' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a4b57022a3ce5858bd22678b35c7d0b023be2ae4
GIT binary patch
literal 32690
zcma&MV~{93&?Y*zZQHhO+qP}nw$IqMZQHgz=M3(=-@RMARr}}u=t|NZRPuCpD%~Mf
z5D}wgq+@|19lMS%f?_3LAh0*Gg5u$!moc?7cd;N~`{gLni&@&Zm^u;Ai`f{un2MMh
z+nbp3@j*GeIGGySLV4u$=x93|w<Y?m)p6K!x@4L=_Nm<PakzD#q#U{0m?~@M`6iIg
zO6VzJDJPYE-o0IozT6Wfo@5TEA_B5t#rCoTJgy1KI3Yaie|z_Iytm<h-rpknA3A(_
z3<M7yy?l+-p);{Q=3mX+pGgN4Qm#0Byb>8E1gi(Ln?>2RZ|lSi9X_T*GeR29IC$pn
z69;-9lrre}Ne54!A3P3?oS5^+>g(C=^7F&#^YH5G{_GtQ$q7o?2b}uT|9BM^XNSaT
zoIaBMNgI%-a`*9nu@fD>PjYP$$xTaUSR|1UtSb5N@92K#mbh0FKM4DRZ+5MS$)7f8
zR!GKXabu?-JgV2#?I!J|Kn61o#bZM!6O$}h)^eu>CR#&fYO$mL=G->6W%n^~^Zzh5
zdyCiiQ(u$m&*oL(54vt_Mt1{C-n^>4xi{A>RK6-cLB2PGSMBpLkz~tQ)^op6K$p*#
z*UA!L=a%R+twBMApc1jG)7Fj}ect3Uy@2W75MH6LE6Euse)U?d{a0I)oF@O@)L)Nk
zm6$SCbzQA?Om+X8skaFiq;*w$!Zn({Dk)9AKZ94<>~ia>g_*`fpP(%|pc0dNS+aTq
z;}qQ5IB@U>d4W`hOoS$7>uRx8kX&{4zQwnT+1UAEZqC9zI9^KT7$QfdrA3a`2W1dE
z^0nF#$-L;9*|Y3bhC*&~e(3nMvqf;Yv;Xl-In8W-1}@1@Ggj8^Z_?IPEp2vy)m3rH
ze|trxy(6n)REP5)`SGvdAcJ0uN&JE@BcO{)*7@=pd#Q6jMJ8+%lc=bnNO<SrECjo;
zN|_%O!eW_)LKhvKx=hm+Bb}nG@5uFNnJf7NjpSb(eca+Unp+Oiu}{S*m`no2S#r`y
zNG@@vM{*i^5`jb7Y>|_~K=KTOR68@OV4)<`5d)$^d7)ZJ>C2{h1+8O=UwE;?n#pi;
z!gsJ3g=x6?QPC)!*k)UNlGc#-(%YZ*%6O=!ogVq5^vW$EFc~@_t{?d{=&l2;#=1g9
zdo>}7KEBK)w!Xj`oDj-DTRjakAt1tfqcfU?X{lHP9%6|}J-29nrffp#P~sa>ufAq7
z=#sKA%T*BI>wdV*<#M>J=6*O$3*ws`Azk0%8`HkFYI@kco8E5XN}1w$lAYbZm`me4
zg_TeFKjKDobkfF{`$~1uF_=`7hg4IscBwQ)2}mJA>Nc8UaoV7%{CI@tO(&V8M6Y-Y
zWL5D5!9n%ZDGlw9;ryC-PJ9`M-!;n7(M^&RkZ>5*4Iq69C$ra4pgDsqqf)iyxUwPs
zXPJ8SG}1*q*n%!c7)R*}IS7!0E>o`vr680DwO>*q{VjhfWjg&KY5Hs-%l_<vZjTOu
zl#~vE_LoSlX%T3DiL`?Tf%cb3C#Vo;Cnga%(I<~s(W(B#ZdrDlLe?#Fi9&Q;jK!l0
zHN?6HEvJgIeKbNPZsCf^@RbN1y9FyuDza%4N_7Q0Ol<yIfja_Yg<t6S4OpRSMvc-Y
zZisS|>aQ@uu2ssC9RhgA;;3RJmW$dO>z7H<A{<D;v=O>4OT=A~d2X6a^*Bez()?hg
zVcLzUhDC3tI-0Fn@?fH3+Kho3ubMphCs(rM!ARj(s)9v-sxq3*`P-EFZ7O5Ym;N>>
zA3WHKd9+|DV^Mq47U(uslkd61SfuZig)Ewjuw=Zp9CafxG#2HUOD4}FNM;--Pkk3f
zN;o+at6f(yOEEV%t}sdlP+Sou0@xj>K-uYHB|ZcX>jxliI7DiDf{J!J2fr{UbXZZ6
zV$VAJ$HgQtrA@1s71L*G%%4`#?fI!+=Buhdgs--f5RkM{y}45AoBl?OrNDQTyp3Am
zE&Zd0jW)3~oE+a~$<Esxd4%$@yaS)!2;&FJZ0m5D$Qm+_RY@;T2}hHqI^sHQWoMSn
zo;jPrC;n?pFN!@Lg*T3q>exx;d&wTeFFnO7&5txlJ^W2LETh%HttN#UVkf0JnxsT!
zZ>v1%w>w4RmjW8Ge2F5Ip~PzZJS~~xNUWqS;_Z-g)+g~irWZ9a$2Tqg*tH3w`=$9{
z7iSIg$M)>1Q<FaV6LFq7bEM<arL!{FC=%6Nd(?N{vTAp07jy2cPv%ivFKWE5LEuc;
z`(m1g?bs3V5wRnsSKj07NuT7$n11B=Y#vpWsv_h9NE6aJZ|-&RV00E^#yj&oz7Zff
z>(FXE8-BEvB74kbQX(dvFIBT?;hrm;e-WvT^t#U>z7-`oARcD*)SEi;0W$lni-{9b
z5MAyfNLGjtbx~fP-P~m&tZ#AP6h_zji{-mrBMcHU{rPCgh?2Y={9yDfd&LM+7H%`{
zEt*s!c`yWqFcjwK9{m>Fi`@=gdfgI2E*>6Q=-?0L+SSP7l9pa<wyF@&G;b8O7BLhF
z>=zOHkoz1Y7X`DO->GR)qn!<lp{U?_NW+mpm3APEkB`R|YwrXI7~<$vmq-lZXO-PX
z*;o{_JZjp)JS@=zCLt0|;;;n_G_DLr+BglM#kpI8fr4HY0WyDI=T>cPz8ds-<+E5U
zd$T@a=>5_CNRSj|;r6@4b60`r{JRaA2ROH$Ywp}t+1Nq&ig%2rCF4io!G_uM`?}!|
z&yu|nhN(#o9(829$~uUA{qXZ>0lV=IX-*$2lXdcCi{!!=&LKkq0>yaoW$HQaUgRx<
zr9AeDNe{d*zi+zvk08rOxiAj6ORuKSXvl*tb%J3n^5&#VUuAPCw6yVhRKnshaV5uv
zlZkuO7ldtpi<v;&EVXS@e!`9Tz|n$X;tKMf;*ZEQEV9xthBz&regR5|6U;r6nbd{D
zU9w_j%hA1rHJMPRob?w*ZaGVzL_>5x0*7*Wj_M)uJe2z}h0kBgN?xlk%Vn$qbelA!
zy!rQkl;^Awym-`vqDsuP1YSeYS_TPF1Zb8Yb@OV)kI7|C6n)~RKABQ;fO`|=-W&c*
zTs>I`9k`^5nT1j+N+Z$5Qnb8mmlM!FN~Eb;vKM%ki_TkXeBDCDXct<;nf{UKMNTSC
zr9S=A8|fPt?|KXhit|gB_isl{%bZfeF^b7~o|K0cDfGx#6><ea4@*+Gk)1_YD21CS
zdX-B&NlqVWbe(#f{HW{~X|h5S?fYA)ofFeE_Sw$>`xY{ye<rbMC_gkpahP}qkxmfP
zgk;N6&H0{Fpc;qL$Ry>^1aZ**bre)b)v7Z>5)*lt*bvb}Yly0|!dUBt+Is9zde{cR
z(hnLTkGl#(bVGtTVK3oH(D3L-g#dsRPn5zh5U(&|h`Q%Mj^d0gtvZQ6EPsvPbMamx
z%v7^aYEtX0WHW$LF9&7?)V>#Iiaenf8wn1)h?%6wbxch4YQOHBzl^UQW1zZQm*b!0
zWP!E!0sL9Qxoi&SqSkV+Ut4P->I60pD4bRp2JRX6>(Vny74r`<qB|(ccG->Dv&Z+-
zd`K&KB~E(JW{)ls$C4gP+aHBYEwe5yjuQ2fkBfy{MsnWBQq+ymvGeUQFjY;t0Y@QR
zwNQ~#kx`T-6vb(ShwdzTT{JRiBBHRwRh2M3RYq<{CwNWh7nDK!NSelZp2v)yUPvnw
z3-=*I50s~Pzg5gi3}{g~BBlT$ToxM;CZVG_hcMLHaj<V5h#lJba`60j|LNiC-*jaY
z_d(O!O5hJ{zq}1=J8EgFXaO)Fvu9Xz5ovZNPoYWSiz?^tut9eK@^)}t9UtAk;Ocy_
z0{-#=>^uahb;yVFfm&G=%t95H8yJ-U@|@L8qmuG;#E@AjzUZC!Z1H*P`SfJPU7+xF
z`u#V~<V|C*Oi3l_qm>}!86j3qoTP_O*v{P8Gwb2C>5qDB-E>ZmNzoLqSNG5vbH;?g
z^LvmAGp%x-eh-+}<_5Tm%4A%m_+Zu<MBE6OraWJ@YXkoWf}j;_v=VY=8h$=9eLAAE
zNQ!YQa7vj2Ig%T|m;D33KEur(S+VaXg-ov|k(tufeGOccAD9B4Zim+av<D`1VEz#&
zAMg&Q^wTP{m_JTTS)Q1rd>Lz5RLE_PX&mn!LLKlE7M}x>VpSqbRwpe_{t0u|q*FC>
zdq&(=A<tm=-}I#_zZ|$k^I)_RjEX(#CqPkoLg_v+5K4PCrZ98@CZH!GFXx>0BWHO(
zWqVhN2qiU-Pt~u*dFygOGl5x}-0S7H7yj6MU)L8GR-g8w@E1OVR}LNiejo}aB?ciA
zh@*R#E?*Bn_pW`P;Y!DXfM~F5sFH_(d4}$@j8dTpx6e?y>Kq8USWrbE++Ct)v2#HT
ze6;6k+CiaF+QR6exkw0n(_&=-6mCK(-d&gw4QfkC@5|!PZ+uI}@Z4_N+?($UH&&gm
zFwZcZ%l1vZ9%2$f;1`D<8DJ(Ub~Jcz_qlpNPKYioumqt2YYndAkRJ~mJU>4jTYqiC
zI+z?d>H`%cmu5(tnZ;Q@eO=onF<_}3N9Zg?>iNW@FgB{NtTwB-OX(8g%t<9625_>?
z=qYk@d3Y9DnV~m<&v$|50ahYI>|Fp){6twKPAV|ziPKwlYz|@t=NAPWXw##D#*c10
z0?2Fw!r{nPONA`Y;^5P#gRj1_f%2Xqf~4t)jBpy&ZcPE-R&5w1DM+)ry1ZMwTV#6}
z5|1|yp530VzA7Gs9N77e4#wE1gygg~_cir5`Jt610VGoLVNblI2uF=NKkb?U;0}@e
zM2d*>eM~FjZt+Xkw$g1oEHfM`vu2fH8@^*z&b&JYs)?|@23^1G&wQf@teEhsm!qM3
z2j8#m9U;obSRNj7t-89^s(;uPKvhH8jt^y0Au}QrAu!8ShrbtooL%^_M#qrxhs?^n
zB##TUCS``app58ZX9Zb{P}M2Yr%1N1cj3(Oc~3d1tfZcyNKyWq-QetIL?MOUKpkA3
z=AqEx=9>FmUR#wQY<wF$KHdO;#I@Czi!_d;_hQm)Pv%jfj5)qYYgC1U;LwUgQ|E4N
zEuMOcD-!yioq8W%-EE!!4-PL5lhuwC2^9(ln{xsJ)ddnhVeVGd+nxFw0?hKUU%Th-
z?o6Bbn%+Wl$EHbcm;abFKc77t^kWv1DS0=Ds<E1sN5ag|*V2t~ou+hgOR{bDl?&w0
z_XYgdkXvqUpO~K<=0%&Ugo>_I6c?QNH@t<_e2J6z;z2YwGZx}ra4tyMF)0=!&YHY5
z0j`4LFfMPh;cd)5@PYJSh7;qYiTjr!H;=yn&ctI@hPhrQl%zH7Wl?d+kgovuX?Sq|
zoCO@Z9{>X_)_E9E?&C@Ll^WoG@oYQJ$yv^rnnxmCZvUH0MX+oo7CWO)Jr{+n<E+BB
zpxzBY7!jd>B1$>g-xFBQx-(5N=*qm!&jZW91hGl!m$6S-{J3p^_|Umqw&Lb2F7@da
zef|Its;86yV(0?@*4?8At8FCF&*iBXQW$rK-zx9^c2_FqtuCz8$X}9VB3W09d)cfJ
zyEv%S<p1&4u8?vnnpnF{W}PKcG6ChWLjtVH;cf%EStqXVR6txEsYCuR9aK;4c#W$S
zWy+t6E=kDN)+uki1i!Bcem;D-Hw;uXF|O#8%AT_@F5&Cvk$!mHfv2nfH;Yv#_*X38
zk>cu2fvUq|-s*KuX~0a27L;u*bftd>cV)yy;6Q3~2q(47h@k*}bN9u0PxAz^^~re$
zl)C0bNlBF@m_^&JWJIE(4jF`#zbqjy$erBZ8a|?;abJsz;S80wN%P(c8D0QaBn1RG
zt4MCk$54bu{7rq?4S7=qff29TP+n`5Gh!l9Hp8`57pEpLQ&I7R+4_>ZGhI>Tw)bB@
zGNM%z{_Be_essjE1t05<D;fSlDQ4!jMOQi^+9dO>Azv(__Djht%%W9SxFQ2ikCzCo
zHOvSUs!GaDJjFFvIHFFBD5tP;*WBQ7P5BMm`2T7YLKoFpgjTxd1dGo*UYy2m|Md&b
zu$_TXyy5~+RDbp``=1dI73x%j*uOJ_5wX$y*KLJ3NE%WJq?n>?%s%B+>~*xLxNJ%Q
zin00?rsSApLX#AfZ5b66*SNNcN-3T(`Aq%3TG^Rk6>dYAlyi%Zhdi>vkLYPPK|NBb
zxFD%r!VI@NV^O*{%?IUqI=(QEO*tt1Shld)6#dA@3X4mO!jtHYLf42+zY9O);iJN8
z3i4!w({O{>RdZ&MX7L=@Z$|+=4Nd^nZ>KbtyBx?3P;+#`ImO+DM1(gDPxhhEHgF-z
zt%VFVVaxz2@45V2L|kS}0Qtu#)CKA|G}DgNwTVXdvMA&qgvzKYI|fe=fAwJzJr1NO
zZ}|&T1*n+V-6L4=3F@n1*1G(<0dq77_9fKk`Jbi~sL&A}-LZT3JX+ln+#o9_Ic$|@
zQr*>-ajvmF6}H@0)_|hCdRg(c2yXz$AxdrQQ(a~>F4A0`9870tAW`HCSTgP#VFlKe
z32o+iunmf`@UPL5JfcvbB@$3}WQ$PWjL|@3HjP}>2k(9&GIR6qDj?OivL3nKO8|uf
z!QI?o_r^l>9CXGPk`9#sDvq;b!2o6ubzM8;9OxuC67EQrKAjUW^&>vKu+3EMX1)vc
zRBafC{@!%Su#01~h9Ed_gV`kQXna+N&mDgDWXa&lB;vOHc)=ObvIA2OZj=O%V66p`
zOT^4~C}m!v!4Phs<cFNb0XnRt4X0KC^2w&h7GSE|1U(FyQwW7Yl{WMJUE{jUO`*XC
zDm`F|poM3aX*>W9U1n{Wx~vM=o#L4sQS^^!83daZIftzw)wa_CPzM}Ip^YqX^m1~M
z(ry3{_105Y9*_jaoMzTp+4T|Y8FIzVY=(sjxAYp70;k@h9t0d3I6zVvQ+=`ia490D
z4?h#X=YJsEzz3y!g%u2wWi^<`B$n3y7$D~)yR0qMSWN1g+aZ)8NS~CROs3yyO3qCx
z)8GV2bzFlT2vL5r<O7#gFDbu^`dRV^_p*5*oa5v#l12}eW2Dq)a@)=eqU0H&Jlpxe
zSl=k?bc2NfW7zFpQ(+(~`61Dh;^+`aEM)x>3Ub)__D+18G#23j0{<O-y#(oPi?Z*Y
z$k~2)L&xP|YccQg)1rW2u==J35Vgiy6$3lSs*gUioKXWgxEyU3uG1A~o-4S}wEJMx
zp{FcKQjV2z^<ej6_7>QIdm7L}j7cMR$*aRYd+wxNLedoEw;jBKLf@%)T}q5~Hc7Wl
zSX7AgdVXL!ue@{n`w|WpY`?dSC@H&HUucuFc*Ohj;w~=9ouk)=s2|y04L^R~qNKn)
z7sTqZET~h5Xdt!6Q_T+%=?Orw8(pvy??Geq>X)*D{jCiuR9Ez=8I=eDOL|nP_67!&
zwB(a0TbELAN1{sGB|RY*MnRi&CeF6!Bf-(A{}?bbNFcbrCPjHkT@znC<rAV?zIIiC
zFSEI#et!mJYMxn(k;6{a+X(RGQ#!;TTI_$+yA{92tqth)dQ1;Jwa*KA_&1`oSfzqG
z_7mh$4_JJ1lpam$s|ifgGu%Fp5;=MYU_b&;g#VLWMmQ09q>h=%#v)7Q<w-KuN0+v{
zC=AH%mze0u?I#W}C@U4G-(<yEZ)XGX9pe~9UrqgtO?J=CgP(wuz)zF*jIHY;zG?Wy
zXAh&{PvCSg|A!~&z#jtO5Ve8)0Y8<2_39gK=efy9?S<p}A^%2dc$SXzyfw>j1enfp
z{&^oaKUeL<o#z`riZ(UR)XwDp3t#`%{tJ2k7wG=4WaVIFhWh__O#h4dzvJOd?EilP
z;w?H`Nk`+3zIS!~(X`D)ku}hCs!kL*O^cIVaV@SJtuG9Zz*!*K>x7Yb06Dv_=I_zD
znXcx+&e0_}hO&s7s+yim@@8oBUil3{<}g2V-*0~%o@Vy4t{sDZ7B{>)3&S^>`F6Ye
z4$KUGtbNCOd%zhnoDz5J?Wdu5tVLE+Obf5Bza5gz+ur#1>Vq08r*GH9^!|7ZT?(1L
z@gE8+PF{b1oPM|2Kk+w*mo26AWS+Tw*>$dj9(Ge2X8v^iykQSq1xdngZQEZj>ad2^
z^M983UNh0nr1`P`$vp<8_Ov9yyhT%?PDMnUgsPL$L}RGLR$GQLug=+in%Vli>$1CU
zl<k{1)lGjHbM3o`dvei6W3BSYgS~o*d_F0mDc(U=M~G4z7tctE-RaH!caSjyT=O*a
zw)b^abV=Pc9W_;C=i>YTa-TzkMHx-@WjG7hR*4Y9oZHrRukxVenA;bC^|jsh?@OA^
z6&KQxP$jPgxtt{j&wayTyDx-zaKWK>U$#cHmoL`X-v=aft1<yVCbw=CtPc$a1pJz>
zc?=WYgUe1pth|!$$u8%V4ePCqTF*jl5@(gDt8mqso6pU;ZG!I^n68dW^YouK<Qau&
zs{5ELI9IFls$JU-mJ0AcS<%-oTV)ljxODioY6?v2=E?jn_#KaQSuoV*I0AbVB@|WM
zd&BeQh<mT}mU_px9NexkUfOts*rDF3FxyrzYPA9;V^_Zb*cPCj`*r26n^Sb>h*Vu)
zQ-cQX{n7TJQg5rV4VhI3oMynIR0Pf}%xU0k0D^X^Th$@r%wQzraPhoSyDS9y(GI1H
zYn#_H7CS-?c{xZ$6PI%>U{6w0xh{zr=?GSb*$Q9>L~S0nfQ_JsQAYrbop@{JOi8-)
z^V8{eYOfotIQ!O@G57d>`v;Fx7&}(ydP;9BvVhNnP#$m8ghN-|WwzO1OiRLhx&XfH
zQ{;|w-B#PRvae64^cFgv7_shZrREy8dN7V-H*avff9rACyyu}5{C8Xmw$Fm463M7I
z?faK7YNm!GP5r05o27?BY@Xb~fNRWj5P99?eJ>z_g|k(i39i#JM=88-PjC(d((q%p
z{?`&^p6+OmLa1Cu7;}nv1VZS5UINdX4R-`mx9;Q&D0F^kh|~}hLVEX_G42eGuPku<
z!ZIebxX9%_k~#?lguUl&jP44}onJ5{LIKv`H?Rcth+^HVjkS+Ue#y3kmn~tkTEcv)
zx)nZs<k&kxV*9Mg9jvQMkYz#=6+XYw5ji!OcV>UEs|6<2C4fH7D;6!M`q`Vx;Tg@$
ze6ph`2KWrM)sL7nBpFpt231=c(N6MP+aszF^7p9KepTnho{4FAROC|}Sa9%#kGY|B
zU{i!vvdkR8L2Cp57KGloM94JQ`uj<oD8~v}nQvnIXJz(U!FxIo3)?5@6Qs6E=tPsz
zKX0Cz`J}`y>|`d#j!DZC{`ru4-$$=-gQehU#qX)9QWO9(Pav~T&>yfizuAXUg%Xga
zY24$igY}x$FSp&mR~_?;zt=i1rIeSZGjphGiIb}VeREU~@mtrJO&|3;wJ<g82+CY#
z>x!nKZo?h}E@FKbod<CJS?R1CcuDKaKS&*aJyi-L=}m#)4c3r%1QKv4|2Wk*&*GNL
zu%L|DS&p|6rKn_xjT3|&?f*E|fU1fn(W0V4K~oyksFGMkM}5_o4uX7ziv#piHC$vq
z$9yt|M_$7Lp2E-%+ydvKN<c1tO5hE+fS&Xt+AzL2yZ8PS0iQ$RdMyB}c<M={vW_*{
zMRvx@iK0<4s2hEe6=@Su+AfafGa3=<<}&AuEzPo64U^=Xz~medwFTv<C?5ye#x2YZ
z4mUMThH4n}uJf>meq&JKp-@~g1du296tEq6_Sp+2BYy$F&^&^dR|Y6jS8Iw%N#-qN
zGA5=V2v@|48WYcELFH&$&QJ~2CK)n9tzw_MgPQPlPvyPdbTYd>9-kRRMuJ+uIy@fv
z#j`?Yffo1*y_&PyGY~QsYikOTX)O7a+mX!CcO+SWaE%px>4evt@Ka>w09uE=1`poi
zDh>K&KuV-XbTF**DdC<_krkr(ESfyv#4Q&CdepkWn(L@_AmRt+fP<-&GohMbs~~%k
z?6Xr%SeFv=<NmY63xwx$p?HDKIirDJ{o8Gju-deC6UL#;RQu=$TfkXeimbMN&bQ^a
zBS_h}E4+vkKA=DYkRk8Bp@}Oktvz+U6%N>pRi7hxd^Il9=ZTA@^N;F6T1fcsw%W>1
z5UrBi9-n{{bt0u7g!OvV8k#X>O6zzrpA;7@V;K6pO+it4rbo?r887_DatgxG1GYFW
zED9s(a9Z6Qv2o?%b<4R&;G#}CcP?K2X%qQr>3fLVHnUv$ZoxcYIsj8R9!$3xH{3ID
za4F+kO)yx7XNl5E4(?26g}f$r=RP36%pr`F+?}5L1|Yi|ZHO%QhcG+8`wnB;pK~6-
z@ZhE4oiGqk5fu8czJ411{P80j5}N|^4Ow%VhQ_9Jm}nS_Y)9BHoYwLrs;$JV4PrHZ
zzMsK<C-Ajt6&H>Cl<G=Vx$iYQHeSg*Z3ZVE@2>m3uXl)4sq7th3@?|SplhlC$^v8$
zyv6|*?!HK&tu?9j1ou7+ykH|h511^H9JmoY8uMIZCh?`p3ItDz?XfLY-4rcIhfoFH
z1<G_4wi|am7zVF;g#A|w7n=#Kea#_1ex9MBy^jL$Y<8t=?-CCGVD?G`n`u?)@vfqI
z4Di+v`jS?=&okrK(`S#Y(-`22fE`!h=3!S|VEsdQ)bxJqBCQ^mn|7>M?6qK|Tsy%c
zGY{B66)4M^*}`$haJ5)U==w+s)pP5@CP&!q4BP^3U};(1pFRVb=eY0+Z2op_;&SZ?
z(fd*0S#fvnZiNI*)wpy9#6Y$dC|PMsIo&PgzL~w3f4o`i9;`IrvIHcP)9u`7Z65wW
znr{`@dG}z)7IFGQUhBV!rdE1G>Y5bG8;){RIJMNQdk)@AKm3+5I20tFYi^tXyf)r6
zSzESO?RC&>(e$bAzs(eu`j&fcnPV2s<TgE{7l5mSmy2xJ^FenPtre6Hi_qQI^Z4@2
zY=a(f3LVpZcl#L1VBoy7<jy_7pbE)LJL`5CLy?9LWrpyU(LxDc7CyxVJoarG6F}tK
z3#`TTG0itCH8cJ)Jg~-7SZQ2{BEkE+CP~<1$O=>oP39#0moJT(pH+aU?gK*++JDFh
z-!(PSRVUJMW?a}k976sU0#7M=1mdS?K|KN|!`^ONN{1F2{Nb~@&@{%Fzj1?0LD}3%
z?&d*U-uhk_(uT9FJpRBtPoRbj3nV*6<8COWEKC^ctgbH9%2_yS(|m(Q2^WU~&ZzQG
zoxo}Lu>0p5ueQ(*lmqJPyjut{bP~Sw=ZF0p>V#(aP9{4|6%?GR@s9f_c`mo3ZI~1e
zctcCl&{h|4fD&T<C%bXS;k>|W12!d64^;5@1ET3D6zNbp)4`TNr|^l@y`H(_kAdqh
zAJ2Z!xZA$(5sdsqN53=s*terO2{ng#V$a5G9gr@BV#<QACIq6!k!MJ?;Da1_a(9Rq
zX4|H_#Uc09Wxz}C)~rPWA{?eZ8fTl<hA+bTq+6mrVdhL3Vi!kq9N|zJn^MvkNvL_L
zv%p@uJaZ1_8A0K8&=1ANdH0^12DzL@;B{Bo8Vzx3-%@l8ES#E&|3%#SVt`9*`qaF_
z06(=v$-J<O3S)*#qwU38Y1&62cq-h^0iXm4Z$l(HPeZdiR-j<8Xuy7+Sog-rF*r;}
zcteNV9+A&7q1|RWk;)TwcBoH5vHHK;Vx6ANC44lc75pyNirfdL2{kPPSNrMhWumi7
z*G{h+-W>F9oku)rxx7?{WZ((AE=#O_M+Xb_9%!L+z_^aqAxoFs_zhA%Z@CBs(}m6M
z1X+b<Ueg;doYINK>_VDjeD!#)OT;3OImj&VQNhw65a5fPMWJX*WDEeSOkBpqj)y#b
zwfHhOkgaP8p!K53J;c4y-F*Sgjj!sTwYmhyI^p{`%qNz2#Z+Uifs<*uFT{UaME`)r
zPO>5bVpfvB0$z=bAbs@EWIII8y1oVSt}t+1X5tA?8Bn%3Di+XeVGf_{3UtodOO_C7
zmP*g;EMf%NlZ<}=BS9DMZJeo-Hu4LABQ%aXcKWW^Zd=xR{V}!>XS=;`!Wy4<Y$pxd
zs3A$TfY}nN>XBmLSGdq&T;PIdm(ie6#JWiI+A&9k;b%^ue?95aML_MAF{4PdoC|Vq
zA?pE7T{pttnGD}xbfFW04v=mDDu}6zair4Ij}BfOo7*zJ3DE39ubGeBc-$M0HOttZ
z5j0fxI+ghz&QEgw?ZYkBz{s5Sa0CK#6^0cT6N5HD7D^eXHK|kot2}}mm+Y?&^nM}G
zcntP}A18G8sQNiS;k)_k9t>25<)2rVnM!9HL?eD^9P8Ki;f4gmO;>)v5rH7gJhvg?
zJ~nj>aT#VE)u392^Y5}m+1|eu+y)K@(IvLwvcRXC>WrXU6(d^P-I_(T3=B4#%l);S
z&j$R$@d0A~VX3+5TkZN3{WD~BkbT^K=VJ#R1bw_+4X$5N(x|GIF-VOe+(SnGOAy^j
zlJKcN%dQ*QW#spV-|5%dlWN&^TJc}W9sh7!duvLBQ0o{B&-PbJt4CB=v$q~rw?mHp
zC7&xjuNYo)--I0)^;7OU@bvn95B}_5?(OV-zJSSP3hF{Z)|+U;Lhab_|NH^%MpRZE
zKsh>S0!^yAq4wDC>70Lv<$A3>&`aR60>~d>m%Qb}wTH7I8n5mtY+UFLLIUBCF(9od
zP!WZwKel86ImV72LGw3ksh&>-HKchWe)%W5%*%XA_g4xeFSBd9lID_$8qnvUmO!d|
zj(KujyL!)5fulhAhkO@(z%4eZR46zvgL+2*J2IqSitu3ugYC(~vF3?is7wsm<&SBc
z{l%V)viIiE)!H<RJQuuujz=h51iDxN=l7HN6Bw}$oq>s;wf0w6jNYYS<jli}&ImT8
z^9%;81~8cxB$hxda4t5mU$729ZYI>Bnf+t*8@s7)Rne@}{*aJqICg=t1ioGOoALRZ
z#r5%yhdbL5KwnBr^+2m>4dKLLmeMkX;ixx%Es9Y6+oN4KceZ2u$3Ocf;$Z<`Qsm=5
zL$a_J!?CYsAU_~fia4Va2JTPp8B+uCn9H4wK<1<JZi~*28v^h#2ZlyRb<oI2B^@SM
zXO2FoB{RkHzVIS#rU^Ahw?>l119-<-tV2v#MmM(KH;}que;vA~%Bblq-tI-`|9s@G
zVfD!)XpF6?M$vMFz_q8$mw*<(`CTWlECQ~n;5pV{)Q69O;O$3q$5&!=qr|%Ov!wQc
zm0m;^kMb1rL0MHcp)5|nBdO@BNhXGDBB?+K2xVGc5n$g|00VS|v5$GaddqJE7(vP*
zhN_RC!~-wK^2Vs~0c6e+5J;l|Y93Gnpa!@Y!;?sY6DWUJ17zk&swFhJekl?t=Y|@A
z?56{DAS9(8E0~W+d?$m8M~Q(B6=AEGRXqb9%YR)ap5#*HP?@g2OX6e#@uJ{`ghTE=
zGz;9Ks*p2wWIGbL>kyH-v+w54)F0DDRs*6+-)>4Uh~I8jYjQe~d;TYQPyGxhueO8R
z*T6-K_zdIbieCodO4pY<!<dFmJ{h~vIl@yd9Cx3#Mmg1c`MLjcU$y}LjoI$qL*tn4
z&H@!w2Nv_bw3z}*P53M={1Xq=Z>YK0Q?M>4?R1y$WU3YsdV|v@#!Zkrf!&!RD*&0T
zo^d`s*UNsPl76GWRggRJS4~;^<B_Ky#JQsMcsd2St8ScbK*#EPgJ>{o-72s@Tc5X0
zm59&|J~|0*v4{y0yNt+!iXJpRCv-H5hm{03U;Nld#d2ZD<4iA@Y(<&%I7Nw_n4s{c
zGg=zN>k%`vrNiP<H&qx#m4(2cmoYIOonxz60(B+{$?S&|o_=QY!w|@k_sXZW_*hlO
zGF9hBqdC29*36w8_tA+WJGf?s^RDHTc;AA3H*2O7TBqncw`x*56=RF?4{KD<cT*q7
zG#FN<bL?Dw+V{^Bu$v-lFcIGm-p__WKK<ieqd#^<&!W%@=dQewEnPstl+WZed-?~z
zxxb}2Gw!3<cU&*!scUE(<NP9}h0g=s;@5k|7e|IFRv^7m4#dh|1?n`T$WPqsKtfv0
ztp-PA;wv4pRM_FW{Z|yKtdRHIV2q1>x{6QL2z*ueX8!?wCEhyeuU*|oDO!a-W?KVs
z>18(?!-hq;3>B{VUgm0Yg@a2s=GXoN7XY%<KByaHhP-EbfaFV0)5EuMfQL1FQa@ue
zBEKjG&C+Xm9MzJssEfBx&4|YSpNAueo2QDqKcNr8m%<_`9B`Te)R`)`|CubJInYFi
z<`N=RtT5TWl&EKajGOtQ`UH@eXFfQGpNuCbe1Q=kG(k<&+#FCV#E%LZ0P6kFjIhd;
zF`7pc=l0=0PEeb@BW#b|2&!)k2aG26Q(%6SA$71XufQ5ymcUh*cDw8TUsK#v;bUkG
z9%ar4U5$lJ5nCO|n$!!ei9HOgqu<A}#$5jk9q?t-`dWXg+S9)}TOGIzLt}Ss*zgFL
z;UZ>WW3DsjgNDK0+MiGjOqSXMrLAqiqpuG@w#rohk`DNkX>*eZ*jfvuUA1OoD`T^<
zId46<nkHTOtU)Q8#~*t{<KRY<K;Xys<trk~Q?WC{QO{OoJvkw_8|!Y)3}elm+Ch7R
zL+`A;nc1K{G!f3agsE<5*OX~|%aKga*p~d=3FY?z_L9??+30VI-6P|f{lk(!?Tw(g
z`a#x>ba9W&@z;3M_}%gQl=~A+oswoRfAH?#K(|4~<Y&oMV}9pDu;&-i{nfoIdkMV;
zPYvfM4mH>3^!kzciSg$lX4q})A17^9ETOa3(&5BxTaqEIhHKUFU7M4M?<DHtvTi%a
zTU|nQqEc^p>)Dt%)Lg=u_3XvTvC$awjA&PJ1UFgf3pY`$kC$qjW<3&L)WNn@w-A5G
zoabV7x_MqMd*@l8lc%*5dl=`;N7@>dic(7a|ITDc*^elpz~%Q$n!9Cc*Jsw1dzVX~
z-ILyqb~a+#70g+gt-W?l%w(CvSao_N9{v7v@350?;1P7TQtEIt3cac~)O8!6<|XeW
zC(^Qe1O>!jp1mXT<oh5WwSV|cPh!rF*xPPNKm0T04Lc?u=&$e1^{hHQ)T_Z-@gJbI
zW8WCS|1#B7i|p=of;bG%nX{;?0%saGDXeo-08@6-#g5|nB*p0vroxBz1T)r`I)ZS&
z_9wd>gH?R8zVA}u>yOg>6|B5a{n-5{I9nBZxx2yUP-NZs>!4RA#m|eGg<S8du`QMg
zjK=_RQ{v_&PwE8U;d0N#%n)-`mg-19<Nqi}g7s-f7d6wJ6Hg-*sq~q78=pkmz;{MT
zpL`uMqgx;TDfv2Fels+z03KVSVCX)S)d~3bK$jT*jyt-*3KI*|MxB`Q=GQHKTsL?v
z_Au8S))3`;BMPHFp)aam<feLvp4*z0o)9g|`Gc=A!(M6W(wpyHxquB@-E-H--*V-*
zH|NXl`$QW_8TR(@j0!7tum}4l&fJ%z`YpkvBW%o&`LmEJ#RlzujV3zhe++DQ%)p*B
z0BmF_e}yI}AIsEP_27X$5#UGTiz>t}<$r4%yK-H1YfabCJ_t_-bo?=h8_QZ;#tAeK
z%LAdt){ijd{oPvnj6?A!I}-p{5)8xWqKcs{^nm%!tlCW9oBPRg`UcT6J6d3;?#^ty
zJ3Vr1aSHTO&kt*CN&Ldw(~H2N9FiDlOp)MTOBFJ(>%W75#GxQ1a=-xvs!OFR@^<0h
zC4KA*x?}hZ(hU;S`yn=Sb<Q$X`&mYsNbLQ)3nm5sl6YBDyygN+AL82R?L0TwVs#(i
zk5<0Ee~=kH??N1&mk6UVx)>M*i<Y;n@m#b-Y)%3k*YNz}C^P38n9tuL=2S$jdQk7C
zOC|v2cf}WHhlHRzkA#x<0U^fz$e^_WU_ygGz8!F2nJ7vx2An{G84y!a2XErl2o3X7
z!J34uTVVkHwojRm<4K@74sh)XCLl9y-tgShcj7N!<bo<7QhX5)eWOp}LzcX7XvXCS
zJX!TuwKV$TTPHpOpge&o@R>Af80GM^ENi%TV}3W?6;|bxY3oDlmD5ghf_@dv<)Jl!
z^qbewSu>r2NdL&Ze&pvsJlV(;SLgM*Vp)ws@^(s@w`oCn&PLV82bpH7Vh<u?VwKOY
z(KvP_R-eB{=ktr-pZE#u|H@|kPnzO?(i%*x9RDkw!OZ-BeeY*x`Tv*B(2n0~Px8Cd
z7sN4Wcox(~q)#g6%n0wu3C<LCGoO>8pA~L|kJ64~O{|F{DI@nc_J2@&klVO*0XGJb
z=&B|fsjPcfO-y@FJjNvE{BH7R|Cg=ar*`}W;&0WMY4<G3WDCcRZ=Zp9oj;T3;}32{
zz$ACu%3caCMkPl@+0;qm{tsJ9&Ao5$SThejY1=l&FZNPZ&n#-YXEa&|%IVF+`E8B;
zIo#~WA!pqEY1@WRrix2BMir^^W3TI{{h)f<NpZ;b_SSYyMisM7|I_`cmsBQ8`)^m~
z0%Y0=Qmy3-&fRJFs8i^qHKoZYDrFT8xSM~I+Zvwz?!100b>a#qy|vV-u5{;6X_r1~
zW~C>sWfzd?02CoA?=-SSe@T|3-hvs~kXcibX6hfpF;%#obHCAs9`bnH^CH`G;#%L~
zNv5h)Ov<>xbfx$<?u1hTzwe7X6Azx|x4N)!Hyg9_qn(DUyRISc$F$K>bhwO4kuIVs
z_|0e6cGF{u)RiK&Sw%JAO&@6u#XjAgqyuH{B;6(ZiTW41<IUireSp!d$o+nul+nQb
z<}WGJ)FjqU2MoT1@ZOCA@`<m2TP0J%^9U&@uHQ68xFCClHQj|sSRxDj42LyrSgqZ_
z8uXbX7})r@r_Apy)ZVsbw<OoLKkVIp!4f|f3q6aJy{fAAs1wrKVaeq_RCpoD+&Uvt
zdSoWPU&pMYF-6D}&6E+BE``mN-J40qfB+N<e2GC-iDs&(WUQY%m7|EEv1fOB1SN!X
zNJGKIf`U^EYsz2^0x!J$HkSST<pM3MsfPk8s{S(5Wf)RFbtScm5E^`|0U`O)R*973
zb`!$*hqoOf3(G}AH(yK^h067~va?xH>8!1|9AfwsZ2tp0b2Dw5_3m#PioJT~mCz>L
zDo-6VVat(Kw>}qlOQfk?j!hO}DVH3l42MMkEhtFLOD6!lX8Ja3Rm=2b_c(Oan>aWF
zXrapao#qJWms!iGrLGDo>zZlddHfE9ME~%jqUO?FsieCqfKm{icg8-4EjKS_p{iz;
zj>2P4ZkSkVRgzp4Yp|z23hMA)*W77qW6-;Q>`cmG6r3SLHkrlqO%0v`+*2sildrBC
zN;@${;9F2+zY5kw-`>tA^17A^YCSS#N#(?M80tQUUGc7Tkg!V7wM%Zd^z$15bb(94
zq|h5_XfK%39Vua8m8*XFMX_#CPv6Iy{sbUEtreUPq|-!ux)<@l7*8DvFejoL`%h3S
z43i8TS~L(D+iA%%+Uyh&H6%4?5(MT}Hm%2z%pZ^WoHL1!7*tHL6ual{;j^HH6TWlw
zGIL6*Pv8&uqqcEZw?B2^vP(lTONq9MNidpYADSwzw+vT3#|n;}fF&CEib>T9o$NQ(
zh3)g|ta5Tr;~YByD%Jk5#Y)~Jr~U!w(h4O<VBbtNdJ(FQQK{3OYH5gS&-)U(#I2eJ
zItCX9NW`RjqZDcVMt-dl5ai*7AJ>S@UVsAyRS&>;P!JMyDrC5Ra*ywtI|2H?vwj+B
zlVAjW{~&o?l!HR;&!88UEkUEmKcXPPmn=(?1U>Ezk{CDA;c#Gphj!S0witBtbr`^m
zpf$u&s?yb!Dx)x=fW+vOlQ7m_6Wq7XH=|{2jR$r$+^ZtGb9=T~7;a<-=BT%dYhGSy
z-S$jdB||H$`RvlV{1lfPK{{p!avz><S~~J@-Y`ha7I1kI>R%}_q<=ag5V{LrC^)4Z
zXqnne3+QecaXt{ERVc6va)OCcso*x&a**~3v67;oA!y7DtR+NKSN98aDVc)i_YK7h
z;N|cc$f`3dprcS}T4)`sDk^U&Fw$5aXrF6!h|UoybExoUZ?-!$Mgy1O9}?LbK8Y6o
zYd!~B!;))AJTO6qmD?H-tNbb(6|;(wM@<hR#w**uJi!El7Vm;;?`QB#ltcvuPrZ}@
za;R-lu`Fav0w28uGcdBv1{1l~m>^vuu`+aQ3>~rJ)=;|PM@?Ht$OohgM2c5}`15>7
z30-o7tgHq#O$C_3u5!$<7S(A63VJm3`A}S&>yvgDtLX)ZqM5RI^=QR4!LvtB1-U&1
z$0x=f01^GZJ05uFEP-q~{3f?cs|C^<-V%4Spj4IyymwYIMNocIyd(5Om17Tf$BB<7
z>FS#KG&9e0b#y7!Q{ZOc`3<uPp7OW|vOw=uwof}E%B>JtezCP;1v?vHQ!v}q_~c7K
z7o3-jt0l)@klq@hx$&{rlsz&x0moQ|k07J16Pg(d7??>fkP*k~@C41^!^Z9nLV0H1
zzQMVkm;pF0frnRxy&u_PZ0A<{LSsJQ*a$v$3GT3nroL|u9(!~KJzq==3-iTfkvBHK
zaBM`x(9AV7Kf01t=s4<FeubRHwrYtN3nQ)R=*gPv8dz$a3i4qJj!#TyB&lg<BEKX`
zJ0;Mdwn^IzE7}FftUZf~WR^)kXlq?{@h^(CPH^_GSX|bTk8fC3?5%prQC5bjo!f3c
z$!QUtqww15QPRoe>JdM_!=2nR!nsS9x~iJ6Chdg>jK00Ym0Gmaf>~&*x+k55d@uGE
z*$&;4$jQ9}&l$o(<Iu2$c*gK%*s$(+rah2k6Ae|VExg*+Te_8gaQ{mUkMHj@yY;Cu
z)Kwt!k%!D)UWtaPx(8X&iH;>}AT+TQY*^l5E1BGED?L%yUX1%W&En^y*!G}4#TPPe
zeY7fV84!-Z1`nc(M|gdd6dh6<9_@n#&wSc)%KAa)UL}`8WSs`vKc-WRXivP_OsO*&
z_1?SL|L|m|D73CjaMm_H?%yK~nfHk9O!%hUChc>b(1zK)B5%)nvb5wD3~iC^=gL*b
z1M&~f6NokSxppSN-#WlI&VDaZc<WDGnaHH2i^3h3Dz2)ls0G{bK1s%aJUhJu_?k)+
z)GyOjd{s&J8!6Lny1-q1OIbbjXMZ&ao-<J1?KZ6zwW5NXDB`)JJDvAz?NsN^@au##
zP=>w^c)MDh`!>u86+NZTlC$R0w|DSS7itFLt_a7!gh7jFin4dc1PE1;gydc2znrLF
z<&cCN4QMar#}>QLIBLF6;_%Ybx;GTj^we7N2Iq!rQSDCS;ZbAnN46Gc?Qyp)*x-p)
zj{aYYB>@kYrLdGAN``BhL!<{Z^Q0ugGNjpjH7KVX;@TpM7`Bj%Vp!cI`sP&iHMruk
zI>P$(TN45&RHXnT#3_Ly4p&heWFjDeBECV}B$TC48{MK)gR?A}Ji^+O><ax>T?B#q
z>X00Sxu$O03{)FIZrUP^gn|lNv~Pj_*FS>&7r35<Mx-zZKcR%P>QN|}W3B|rtS#qE
z;BZJ#{V@T@WCn!4i~R`jk;VMLwGnXHlG{W1CSwR!AP=0jU(PLo>kGhf^N<QBZpfc4
zI6G0dt^N%|SuMxV;Y?5384ZhA)1bN(m~1s>V~caexgd080uQYU-#}7ZC$I;WV(!=u
zdQv^@O&>sX&?XI$!rmfxpgXCh8YR`dT)W|K#SMn-W+?Ad)7qis>$2a+#wh-uT2rMR
zY)%C>Ee!Sl*MV%(S*NMIiNQ6;^0$Rw?*7l7Ew*63JBDq;+)iXOi$=v!Tmin8pTCTs
zK4^1yYxTa^*mvI7UwaV!ZOc4y9KgY-Y&93pi4!=6#<D?HD$O&u3{l2q$xz#cS1!O)
zme3fzxpQ#9xpH!^6I}lSUNn!Wu5V%7+kCSbchUKK7tcMlIoA_&VXE%`FYf{8UhArJ
z-v57i4+roWX3cFOXH~R#vIBIDZI8cBfOaumDgpU@S#q7^(DzTcAZ+0eq@eAIz}eE6
z&K-$v&^P_ZqQ4(4e>ut0Unz~oPUJUef7K10aQ-@bZo^zxdEx}UMv|A}#7{xtYq!Ev
zsdXfj0{qzW?Y31hQ5PiDT^N$}6@omdQgHbVj+ICHW<9LH&$Q-lHCWFwwGWLV>s;g^
zu{I7YT5_BGBHDw?mIp}ND(7aw^%Y?Ei|BRiFQV?hh^BY(cD4)gpV<8(>hOOc>iLUk
zQ~v*nXxlHMCbrO%s+wEDk6~$nEhCt#VI}>^E$mrt6|a2mw0UOotGj1dzwUr8Y4i7j
zt?9^v4Xn%U)^3J~q4hNU*i*_+12#TV<}NX}`G0q7!|XA(5$coGG&A3u)|B62O;ixl
znnEk0x5=CQ!*f^#kXm_v64>EAucXVc+19^usznF|RULbW*S}3+X{~3{A00JOREq1=
zi!^^}&|7^!0#-JlDX9IZ-K3@d9v5YxFubOjsgC2mv!*b+hNK_N&{lgD<@VKs=rn8T
z&hTfS_0Qd(+qn~1bizQb=;B9r#*=5^m=fB<?SrCW=K5GB@~(ELzl5{DPGACe6d<3M
z4pfV4wQdp*eI2rwvS`0(B{Sr}=Q5)uBFZ;DVg)v0c++vwVfXpi`oW=bZ0Hi4=Xaz8
z794Cg8(m>y+;gYp5a3hTWSO<^(fL$MZ-Xp9B)z=#*OU5^<*BoHQPO_zHGv6yZGJG!
zM)1~{LGE-&gj4u`x{|=@QIVvJO&mTw0EKw7$zj<x-zRn2U&zmHpAo3bY0nU#&_m<+
z`Deq$m)%|A3|mW`Gvu?$Lbvaq+F5A%EOWQ;B65L${=hhxXW7jm!Aji54&epHqG(Vu
z?yDUCu+V=B@t=ve{VGJ@mM_4(b6*Kpx)zv=e3kV?kRdBBMuVBm^=x7s9xjU9tAfTC
zfavBS)UaKE2U(3aL9NskUNXB1h#vow0m-{&=t@7Pp7;{W4O&@Mp!3>c1u8}lhc0Z6
zHO@N@IwWI0Hs`%(UQ@(eY_qlnIG_3S4Tz?Zi5>ax`{ULvKym9o6VFHBcu(V_X(!?Q
zLP+M>boLWIi^d%W^L?S4TbgS<`uEPd3z8f2^lg_>_{s12wLG-{5%m-j18XC<6_{Z)
zW^!$CpJHa{(g-|z0Zy=lwg%4BdOx^3lkO#9)43W3$KcWb0DC*ql|FPu($&dnP1sOv
ze!!9hx@5)0U_6sCjf;?nlDS33)EK^a2~P1lKAcIz-LUU0`o=iAR`ef^zG7_RG;h)e
z<|=zY##_1}#<o*$nY=DL7EonVQEfpbGqEq8f99<%c*ku4MS5$gN*|820U%CvwlF=W
z%p`GbxC@J;huYuU&qEJoHRlf7h5WUJKV~w0FZW4`LlKqxLOwMghaO3io<SvoTC0;h
zvs9A^O%JTIs<mrKl2-g%(_AY0(5B{A?Xx=O{>_X~r4299_BJ$}-b*JfgMD0%W<?C7
zP3H>nCxAjoR#KL)gb<Q&mXYu{NScxM7TY~>a@GUPA%52UEyhd97w>TS(!nSd=XcbA
zE<tA|&Dowrviz_nOEJc4yU7O;RxoWnW<1+v*pkMx_)cSRls?O}Ih4xl>Ij{{8~Bbh
zAkrnfdAA1gU<1rSrDpbc+BF%Rgylx0$)qpfuiHreUa`D_W4lzmLSsFF-S~V5l>A$c
z>s?DW&xUM&12B1L%!!yaSg#)xDNFXkFyOx7CUfF}o52t-Z4qyM@SJ;RXgN+eYKr;R
zBo^S%9p9szL=Q%H4&0wrAgj2<#%6cFdTmc}eU@vvS;x2Uas;1yx9qkWc&B$g?JHc!
z$F`H2%rPM^;@=|WOB}`LNdS>@<%8)9t(f~rQSpSIqW$!X>CO#PkMv9xfkcYGgo)Ld
zd?Y~xZ{V`OJ@(`_n{VddhKLF7VIjp&t20qJiX0y0omy3DsYruiJH7|drUfDj*{B)0
zGmO(Fg*yI}!X2m2@N`>?53bMx9v-!cfIC6@*&8U;^0&>j<Nft!I)HcG7x1y&_Uxrf
zeFed*Ir@Kk`x0;{zwhxGyRq*n%h<BTY=$BGzGjzf8D{Lv7-LT&36aQ>rAU_0s?b8&
zT1l3YB^45~L|KaH|ITPpeZSw|=l^@Y&+qj-p7Wl2?!D)p<-Yfv`_6q^a_S=b?P#03
zS7z6gg#^*FiNSMPC&OpMwmFyF;ZpUji3yALXdYZXN(;;2Egn+2E}F=pCWAfnnRGk`
zXIZ(u#hdPKTHy2^=lr9=j~@zmrjFfyjTOlZq+ODEDQp<*^_5fYWujbL#j>`TpW5`q
zEk0;nZ!{}fG5|yvO6yInFq!QNKDxG4_aep0sTaE~_<qFA)`5qDU8ThZ$`V?&N%PG>
z27ul#)AS4GU77No^N1c+zxWr+(zZ&?9jjreNuF|In@w=BP*XskH^|r|+{>j*4x+J3
zEAlG6c_1jHKhebh^wXR3-tlGKB_C|6Q+nTxV1+g&m!G_hXST8!cyq{Py?;>@6zk5o
z?W`MK_Y92)&GFuf2-T2JgHHZI6=#oo*g;g%y1L+`QZO4f&O4T<^XL-Fl1@+E{1EGz
zqNU2Aj$uuSyKJ<?;L6ey@W_JMm&fa0y>gPBn^BO6X4&T)65fwtbXh#SaZ|4A#MRlj
zhAv&Yru?*48hpp2mRrnZ^q$*6TD9wabYp^7o(zu}?>`hc7XIR8Ye#on?-GV>(N&Jg
zg3RnTtg`wnNhp>DA#K_W5&dXQ`{ls;A;!L?*$cvZb06xQ3wsCm<n+g<7Oi1JUKX__
zG=)AGIMvlh+pl(U<g8~J*0F~0;Wop^VOEtV4<DsE4=H-SoO%jBcguu>=Y;s=8;;qA
zfjIPM4X0Nnr%#wQ7dn3gS*N{hK6@oRZzt=JdlEv1L{C&&Z$KH<OwGih$~jZ^#H<`-
zG;9i26D1eD5m8%sQjPAEJarheuDbEg?#-fB@Y6wd_hb)Z?+9j3KCQ}bR+E<>WIb2k
zCntXlO3$F53hql>4o<Ro3rjk4$T~#rfDec5vH<ru<A+BtG*Mrpl~^xYxhweW(Oq<l
z7cZB3t)YJX=-M2|M-9m$F68WW!P|@nDuY{mch{|z@AhHQHYzesI{bK1VGp<T=lJB_
zVECPf`Tkz-(@pb1NhsyEmIFdd3g}!`+vyL}y=b1O=RD&+9Yybi+RkY%a-NT9L@;XP
zOR$`bi&qKkQFFPlK6-A#G<SgI_yms!gFs~EyicuAwHC9e7)sxWy~T0+M|fBfsGAex
z#S!yFJ|^+SO<UHf{yjeO<b@oEdjh7}E+b!Tyv_KoUYAx4MX0JQIEyb{J(j-vly_UO
zdOs6OuT9VWLK$1$hLZf1qk6Yrg$+d>^(}3BQ9YlvJr-AXd=S(YY<TzpyCdply3+j6
zuKKWAiEUk+Cm*Css1-kXrI!Z>9p#y!3+YhUi691|-j@`MzProipfxM~@&)h2@M38$
z_vF6g_QS(tZ~QRFmtcLwsB*eq%lEd9GeqY*Q_|)9=#`sIt``@I4XjTIv}a}V*&XBb
zH#QBuB$H69AOw4nw(}PM$&BopTQ0kt*srY}3_Z^u8=x{P(r$3SM3?Km(1A2vaDDHp
zvg%tzy4nMyBbkr3zxORT*4sUQLGDut=4Ad3z1P5=VvlT=rd0MSlYX)79?NQnr1E$3
zcUDZg%d=L7`w7^X;2TFfIFX<0476_DpUZSl@nF-*??p0HK%=Wt2S&kFP2QipQ}=xq
z%^TsYAw#R|Ph-2mwfFC6e0^Q|bmtPY=*RvbknpM9sUzII38Nw@s*Zx-Zq^f+9VB(~
zE#0ceDJ_uD_hiK}2*>1C)_bhB5$9ziPiYd054M<v%Ff>lC1NX!N6S9-gHN8eGt+Es
zJkHfz2G4;ihCI0?)YR2aZ&l(XgzO;CxR+?3?HZ|K|I}gPgh$VXosri^Bp?3NWq2UT
zrO59{o>Q~B`tk``DE`1?lw+>Sa10&EFmowuPOI`-?-lYr)6W6sN0R5$mxm()?mtb)
zjvAKio{rLGa<D$DOBa7N`ofjI&jpEZ3kT1uDd^MN(Po~m))x&wthgX@l<S!P;(pJj
z9jhbj6IOS?c*2lx%XA2Dxib6GXv<3+*LiH_Q-!AEyzlQ{kaN^Dza~2!?wG4l$9O=o
z!lqEK(B0us6hjray8m8Sa!KhL{ET9qqg|D1{hhNr4OXv*vs|;(+OTcv_gkHFjgIwK
z0W06Q;C^c{X7b&Aks`>H0RI3ny79i+!rXSk?Ok0BN0%~LF(rqQlbUas5`FUfwWGSH
zS;z3FQZbp`iN)O-3C1tXp2f>Tr@Jo;b&y!Jn;VwFCk2sp`x+<jy;~awVk3tK3VXuu
z5*<JK+NklZ3a3bt_OCy-m$}zrU4NNvVS4>l?5nR@?_~xz{@O{P?hsIS5)erA&z%I-
zzjhLo;QwSNA=}wGeatWn*h#SNSKq~Vowx7Ey()VC=Kks7+KidDJO=)_(~Na(4k5cT
z8hO#Pk6s%eB;E<BdMH<U+xrb7)hpv@=$_MSM^=x@sMusJ?*DpQ<JH&p*glWg7ExGT
z#g2nAdxkdNiK-xXjTX&X9|&QD?<(UC=TN~i%KAz9c`Cn3xjkkf<`6DQcx<uH!SH1u
zZG-gut?N6a=Qh$r<j&n2{`6#6>zmzyA)%s9>4l*D{8?B<_G^r+|KY%mwYj4^q-M*X
ziTKQg1^Z9EPfJnRI5$wQ>i`~)SFoxWFIVcJdzg7es^>ae(_@1-wcTEavoE%%g)ZKY
zN{qhqrSkLI81&50RlZ(N`8^YB>9b*K>(f;&@^^AF`uu51U-b{ZI53*Dv66Z^V{ED;
zH7W7b!f<OVd{4!pnH!`XuBLmH<gIMmP388_XtzO^*<=I_UeFdc<Ls+S@@}0K@Vrg9
z?+W}Nm<KVmqs&ij|4pH^pu^>tUhfw&RUbP)<Rx@FOgiyX8%F`OAniu0$Gfv03zx?3
zPZQ7FP}PvQBfNL%{_Zh8VerQj3@=wPsl$u=SUI4vL$iYiH9y$y)~xOAH`k8gICO`;
z?b6z_+0G|AUtL^?H&a|3(DOqskJnicF!6<C@W@v!zF6KW#aOrG^4G)M7QJIcKSJJ0
z+2vZrM0*pP6L{Cca!@xz+~w?R32Pr`u60Tt@2uI?*lW*Oo?D)I@9e$GhO>tW&56zn
z@0sy<Wrs%f5jB&MajuiRlL^^hB5RXfy30D<#J^mrJ!KJSDph46)wnmn)u}U8X%2Es
zqMB@Y0TuDCio;Lp&WAk9yadr?Hr(Z>PngwK=`@ZOiaqZL6F8d#*ZXwK>N5VlvPi<T
zdF||h0G8%gZt@p0_)dSZ@d<?%7>g8Wa?2{@<=fYf-YgI~D^~L5*>N)6s%So_F@2Fx
zk~i)R&Bg4lihaG5i^DNmrF_nL6xavV$vjrYG+dbizMmeAd2V>X$9Z8QD3-yt_K*N)
znxna9lK;gE^aMpqIWqy}*R__zIqL>?Qyb<<rM;JK9QD5mw{-Nh^VVEFDAZ|5WHfPw
z2^Y$b?~*z^2@ZcMXP6UzZIEQ0Yub(!S$;ZfN+`YT&c9&QuofP!qGcmlQ#Ryi-TWjl
z74z!UtsIP<i)hcFoEvODcs=4%c=zki7UONG(LRpP-z1D02wH7PD<ea9yPZX@(%<d_
z8wp<GP!Ux;--X{pdy$)dyOHJR*7x;TM$7s4sah8<$-?b5TH$?H_SkKkR#6rHv|4ZN
zu`7O5*Tm7))}yQtyDh{~+VnzCgWH=iN)bNoiI-`MoYlws>;({I`)2uu8=qI}u=KkN
z?US*WUnDc#EH$smNn{sxFVlH@s5-9oDvrxD`jd8H_0>2r=p$rS=i@`#40%ud@iZ-h
znwMxN+-lzY-$-_@x^B-dIU*Uy$1j*ntDVPFk@d_s#<7nn-@JoW>+);p+_8u}IBi&d
zVN{CYb|a)<uwhl|^~d=vJ)=%WY%E=?y06{1m(dO8E`hELr5WdPY<$}8=3N<lp9<G9
z6X)iCF(}`63Z!xQmH3PqCRs+I?5S*Si=CQ)6bPx~ho9EBam<?(rY*fWpABPL71!L!
z^k|r6saL93<0P(_L0RJQ<5Wwmfzh~q!s!=;j3xX9^Ha9(^E0^Ft+S)VI?i@IWd4L&
zk?;*x@aG<26?PzSE#oifZzEeyu$Ilpa^p%bhQy~j;GINs(0J3CYvNxU4jw+Q0!JeF
zz8-7z!l&i4fn&s2243yFrsGMwB4Ldkuey?t9a~k%ypx!lwC3l2W4UMkad!LiI=4R4
zO62_0qRx@eNFX^Ja;kx~K(!5>y>I45@%sqA=$wiBFXm{B7)D0oLXxg@LbGyk11$P3
z6P$gSC{s@CX`N!49#zWy;NXnv#g7$e^PT6!E}@ug2i1-yO$)UcljxbnFN83Sx<wtl
z*M7NHS;qPZIfgG}uWXawxtp50kKV<M9|(w)krUT0JXw%`OC+nKudFJIV_@cWr#z;;
zC(_l*Aq{dv-zkk%pxkDlM0l!PPu9k&WL@L&+sD&ReCsqdt^*bqakIzREic-c@)f4`
z#!QVB#J+b(QYZ_#wJqax{cc_Pw9F$B^*#LMr7^*3=ytP-)|w&mE!RuAgF1fRSdg9O
zp};-j375t*FFPme>L*IPignXTvy=622xR8JH_PZED{Ea{?BbXaQHnCST}9-#OU3Yo
zBGs#)Z=|{9PaI2)m9pk;-G#JT5U>+`HaI^YdXFcm*4>6}TZBTqoCQ9m#-(+9f%|#r
z$U9~5-q0kU9wTg(`KhMsXD_VRuG*Mnr7g*C2XO?E`Cb7t{+O=d-aLULyBo(ZTAL93
z1eOf@_?B|3Y6h*u!Wv|sxjZ(LVR><)rt}KLOq-qCzpO;=<`VtHc|TYmgjB6A5PGEQ
zov`2j_O6dz+h?Agc^tAgdRovb2WE9q79KgzM6%*NwJp~hBT0UI?_;-ZjOkO>db+;B
z;u#}FHsS6QCc=aC@1(@^5iKBs&9w2=3;Q|a*~Ba)r|#?cfpcvl{k0)>&4$x$&j$D_
z8J^*mc2t}yYgg464J`HyRAw4H{s|k{E(evNr7<y`Y}Gh9r$AgDb>mEOKH)>pV0ZRG
z;&xhasOxl>Io2X0%s?2)D|&Cc^nSC7hs!KeeO+TW7NK4jnXZJ@DM}7MxLPPbS*{r4
zOQa`1yt{DVqWPe)y?=IKX*)W6xS>Zf^GZhU5jW+knzZYdJMu_@HEG2m`k41A9)T8a
zY4VI{!-tjCayT=m;Ll9ctu<kMxlCMY7j*gOy$E@2F0%at@|rK2&A1&Bj=1msV9a3N
zn@*T{NFzQWk3vWJ$6CgT2U@0FNL{#!ts#s!hweK$vEF{eY0Y9*ZaQV;t9}r#sc56j
zh|)Z(>5<Nd@m>~3#D#W!l~D)zsiV$S%2#{7{anF^HaS6%Bh5Qzz4g5M`HYn~=26M(
zou}Ay`R}yZcw=6Ml`F0$zm}YcHqAU)rl+02Q6^*hh3{)--0nKXoe`>s!m=d~zJ1E|
z0JCtqo+;feC{F*x<3>TokHL>kKPm7h&HJ$<K0s01TVGc{U^z0-d%dw^vK{p5S;Kq3
zDr_;k%&{xIhULwMef7@3dq-_frt$q{UuZ~7xwqo*0ar~QtiwcInHXheJ$K}*O@Bid
z%5J<kpDp}sRw<d|?9?)2M(yAggL}d+rmx0VpH2ql1SgEpD2IHC7>R+sB2>h!M%OeL
z2raETKqDLuWf~k_#jW2AyuU>3PxcJ)iQKMzvFo5CcS3}6nScK0ELb`+`Q6Cb-Q<@K
zV&@#5#ho{|H&4f&nxAjVOZmKU`Soy$>uxp;J+F1M4=zlWT+CMkkB4Jxc+<u!qy6r!
z6B{b@wtYA|*BYr7dK+Fjz&2)`+Dd#YGVuvI$MIx2H-S+~*@*G;(I-e*r@0WGShdy*
zetry1!QyKrf)9zWv=|cV<W_aa>kmHl*Iw<_s;?vT7Q3I#JI+hIC?GpqBN5^jI>)|y
zdpqareaeP6N5d<Yd1iLx#qG_^Y;5(u>hItmAu{3ODpU}2drcVar^gXJgl0S>bhL8q
zdKcV337OfGKHhLGg;$4DeU`cPO#f0N-XJ0%%wx2<ODQQ`FE{F=i92>eg}%@ITu@0&
z(fws6Ip0#`T)~~OlYWvXzqQ(4aK5jMx;Y?xJK1N)5Dzzuqc!|qZ&%T+XqmyqJSGnd
z&&f)HrF7D{sqoR>d7()S4ffVH<2QON;5nDajM&1+){6%|^0%cI!!FQ0V<5C(0(J|r
z&)ykks%v=mq=+p>SfMdRwdwhMaNn)Hje5e@u9%?@ysi%^*a*UNKH(z`drLlX53Eel
zY0#QM#s;spI$!)U5EXK)F^rYS{4n*+QAvHrEX61$<RwE#^()2+vchNOOWW^78R*&G
zP_XZKHRhm>ZaCs#kJvL^xw~$(YdHN$Ke{o($C1|xFSzq?U!*rnPk*n(hhyTU+uoS8
z=|y8$pN_`8$<R49TG;$)XP2MLh(3F>lf=H8`e6k)p~V9Q12j|WEFp}~p0qye5yHPX
zeWufvC}!1bIZRAsoLNrqdTx2>^XrMp;ByweOm^OL5(6LM8{&ggSBK6h18=j7<?rRq
zJQ2<%E^<55A#+q0em-DzJy0`^Puj<&ssk68n^DcKNSD#1IHoyu?$%7=gd69#)44=`
z_~Agk23<FHH{rdI$-))-&aW@YxV=i+QQO&vb81&>eZ#E$ESAUItlz_*=N}z(iTQ%B
zTHgSJaef4y-a+mUK$`nz&yhxcJs}-JL2pXWqUmj#zTFE=@IAv1a`JRjb#=y$rB~OE
z>hSpaPDW=EiG+umpZ2Y&Ti!ksXzP2aSnIsQUL{c(HtxCBXBxsedG*_(`Zi3@b>O>|
zMieBs$v8wR63VXLYoBs19wl}9cpz`G-L{H7Uwm2Ar-><caK3BDtCV>AZ4X97G5S}p
zjqMQOV-WMQh_BN+ls@=8>9Qx!+;)3`5!YvL;|v+~F-?Xp2vfml-~n@Wo0UrfvzHeN
z8Dtd~&P~@d-q6Wmd3Gc<Gya*nM2AMF+T3j+jo$1g`o6Po!L0{Q@R<i4*u|romUza{
zcC~ysJjPOHDvN2UcBGT3>YxwCz)&LNlEA3tY@J4p#3wi1ajPL4n`@=-YIf=6xhlNQ
z;H2l{i!Me=YAx=guS+`fO*vyO&tzza_ZQlHW9i2&YCR@u_np{t1bADQJ+JK!aj%Ud
zd%K@}D`Q#dCbRT)A5(C#X{-BGPVjthKik-BNt1lb2(P!gWT4&4E?t|#E7gXG`=Zju
zBHd5dzStPa7DeGKB^aO7^xa!kieZm>>Qa_yuNUzAPJDibEc|}{sD-6ibM*UB^{^`$
zdgn3d6wWTA*PjCDbRl=GqFnX!E}WmGdFq@x@Q80QE}LsS^fb3Av}Zw{yE2GYGc)pp
zT-J#}of?Lb(Y9I9ev`%gggX7seb5do{<b?Uj#<WU3DU3HBk8WC2OQ=WV`YA*)U~3d
zG`?Rw=nbE&Qt!^ZyqyL6jV#`Eykni9uc!*RI!&x>&_9F7Fgp1b%K&k<vH5}tldpO&
z)NudHwrd2Iu?AX!vdi-D>}3-F5tki~Pt<7lw#hVUFX*+tfWVen=2b_0atb7R5(f98
z<3rx0o(np>zb>UgYQK1|>m3qbNj;<>^V>sh+0gtcHF}aiJmS>n$*c#-+SovH=?Ueb
zvL|hyQsnJYKvQ#(;FzT{e(r1B2A}Wkx!~>OoU|CX%}s7OBc<wNkAP8MFt^c3H?=Fc
z_m6Rhe9x^j?Ze2*^QlG}7>T2XNKt|9y>0JHvxhLwPiOV2<b+D<>5YpPcAdsyr;^8y
zE@oX<X{28kByt?fOMoQyDM&ULb_5OBT}iPSx?#DJkIU``&acIA9~?Kjt{Avzwo;9*
z(<Zgt95|3Hp2%N&_yOHMxI;x{IG32I>&ysVFd=IDxrn#YWmzJ;w#S`qY@OB5v?^cl
z;mQ`L{}4U}rYTUkQ`E#mg2<dol181e?Xojb$Rw|@)|na!&LtIdPtI@H(6PY3TC^0h
zqqxU3CKv`fNA)@Rr^H5y;XW;|-pY@-=ST}maO$*L%eh)N7&?8hV24}Br`a8HGUusp
zM!)Rvr13dO8(>_@e?XK+{Y&S>75k|X*q+f`_D8{z>^IGTv>|gT<Gl%O1h8TKRaQf^
z2X71)c(9=Psn&0gm^b=Zk>UNBw4R4r^((lXVz%u2dAsPY(prbH9=F);(oVW5+-UDQ
zrK?z{yKd3fmE!7hqq66TbBa_C=AB55>q85km3I??5Wfl(LEH7lS~_br@G~?IF?BW7
zSc?lsP9E~;QM%_OkcyrO)qNZPAUDfHL$S>&&y*JQ?1n-8Oc(6w%7`O(nH5UGXJE+G
zC-R=6_njCww;{YY6cU$n-=h6VYX1X#H8yg+FvG%5EI4~-g`9>!8#qf_rn`6TK?N-j
zy%^u@Wm(RpK=DFxzA6TxT_4XJ61_b6u7%!&;jaC2J7ax;kGw((J!&@^?{)Wh`-PM*
z&c&&+cyBviZEDu(RX1WSd77Jpg?@@t58Cc$pHy+=P%2u2h1Z_#t66>1PM7+Zkw$7z
zeBZ7;k@wBjCj={FODudn^SOk$Ch1jikFfS;0=qJIilhYQlO(DSTiCuD&&Xob;&LaA
z?G$FvS@FI0l$X!3-I_l!mzTTB{cd<1gAbHuBT_W1SY+v3g!z@XZHGm<(k*T^9`g}r
zHBfxKV@MNvv{p(QStr_R71G#t{wP9X!Z_FIquJZ(rf}gHR}8Ko0ADnB{KQd?*Q56@
z@<GZ%PF|{Tf0q;|7g6)Yz?Rkb=G_B5LY~^k*3#l1A73h@OA}*%{%}BX<*jMXb~V>+
z=W2#aC+eHis%_jvXAKrkykL0?zq$5;6fDZ^^<>=TV@^oMTE~~&WK8+jn!d!*otb8D
z+lOdVvg_Aq(1?@AG-g}cW@=Qf+*p3mu5mKII7;^U)O26C(!u!Q_oKd7n=0z|zchH)
zomuoX`(j>8l-jsTKnFj49;DJs2{?Aq>P1jScJ$m%owtwT%1<BNXlt&}Up6}_$YD7;
zD<qA1ax;m?^Y)GAHzirMH&>p<tW~R=Y%SuiUouzf(GTJrCZVEZ&5mA4s?FEpchrvG
zPZNF2f~fPVU^VTvLdR(l4ew~3{9SvbeBZQdh`js~_|4%ihwXW%Y#J|4%_L+w@3Q>K
zyy@2kGQLMHdx(W0PF;;V=t(C>jQzrO`?{a1%r_DG+N*Jjx@STjRaW=Qlw5vM#JE8`
z95UOVUlM83edc^nob6dw+PPDP73k=(OBFLh$4&TO@}A{u&>SE2U%kZXA!TA!W9jsy
zQ6b2`$|vj1u4m{CR*x@W-OtS+zx_D#x2)bm#L|S@@f!#C1Q`kK&D`yu6=C9mlsXew
zd_5Bq%q}(8^=U+@c2FPV{HXEym$d6E540QVlU9s_<j(K4$X2*pex5dWzUu>;Kao6e
zY;ni&Bf@Oy3GS^jE!+=RyAFDAa_siy5EovI2fw{XT**}Mc*|~V@?~#W^lLiB?Kc*N
zb#b2`u@v3CzI0$C(~0?+wtI3D%Ta>8*L6;{&>>-AYa;h$8Q&<O&v*m-J`c0<5?Gtt
zmtii`PxA;}1C;6ZF29X9tC>Z*@v-CEGtzGO=q5-W<X`YcetpCqpb;&;I*-~hhcx!d
zt?;m$Nq)-xYOlacGqwVU6T>^#>NXw}d}Exuvvd8gR4p|HOFhFz39a-aRZDrnn}P$5
zu(69I;$c=;Z#>Kb51bIJONf9vQ?j<o2qaWR73m6r*$~LU0q;;aKt;j_k)f0q#%%yJ
zK7<fT^2CP#jaZQgp0;?hGYmL69tyL=N05PfdV~N1$(D%q#6ywPJTL@i5J5JwrM8Ad
zY_?*BB?E`Z2SJg@&3juPEY3H`8;bniiy;B%5lMX^9Ri##4>TG?2ABweQck4@xX>dJ
zh+BD9gj2Xygu7Cxf1KE}<plfxo8eM2;Q({LhKu?x0P1j1n`8fNIMh>x{^58~6j}XW
zst@&D*jvU!IRpt{cXK?{<Bxt<5A|mS|8zW<|Ksr}eK)>e<5Bu<e$??OZQ9;%`aykH
z=|8czU%#jTd;xGTDAm70pfEFETnN+|vT4o8O`%eiX#+t~WMBhvg#s2H3Yfgo7W<`e
zyG7jq36_ivAb9_1_q(fD;K^7VPy$ujZ26Z1Q1r8<fnRnBf$3Vn_7F&c*Z>I3(#isg
zfWYj`pkz`g@F|Dy-m^tHd!VQvpMXFil$10zzn_)`0<jvK`vwtcI6<JmATr6uNEhn3
z&k4%d38DcpgBU;v5D4oTLbR|ov;zT`iGdz81R$cozpmvz5SVh;t6*#eh5o|-BZ$kB
zNFswkU@L$cg~Nw<0&oHV2ZWP}6#P5@^LqGGU>Z6KOad4L;B6GxdlTM8rP+kFDKIWD
z2nWzmcqZZkaTK@>fRn;P@c>L~4#0_FzW8teeg?pj0il7u0Q?z%c?0p-5D<utm4YYZ
zJ$(Qe4#2D=I~zR!RtJHYSiQHv9$R2CJ_6tq1kxiABT2sAK4hqjrz{kqs)~Uc<HG~+
zWU_)4*3%zL!a?;2fkbRjBnY%QW=bs(H$}EkK*-7nRb^!bq#_{xpVxmZ{7Lnn0g7%n
zDLz?Kbq40|_=Wpb_ZN;(0s>){0NI@Qh4aV*f$EQdK-&g?;UtSeAdUnOsP5^O@$ggZ
z#fMBLs=;94;o*wDcuz%&K!0BUBf(F~e-CWwPm$8!PuW5B@m|=_05X&!R8QcU7D|GK
zP@ifFe;V=sy5bhLw(zmb2JeLj9=X5+)B&(E%3~3D{Na4bzJwsCZ_vNf@c**f79J?z
zrd<O7Pw57TcfTTt^C>TgcD4gV$HM}mbvXl+fPd=EoY?_H@w~mF6PtDqz(6_m|8M_j
z(t%r=5MOU71+8ae2lWgkg;8L@Cn*2uK@boJh!-RX5&=noWIzfaBuE9c8>9^~0GWa;
zL3W^hAUBXF$OjY%B7wp|2S9P4M9?wN2~ajDA5;V?1yzDBfoeeYpaxJg=su_&)CGDD
z8Unomjf18^^PpwW8W;>_1hav8z=B{=uoPGxj09uAnqUL4IoJlg59|*11_yyd!3V&H
z!N<Uv;C%2|a3%OE_$Ig+{0Q6)9srMkr@$Y<t2DGUtTend!ZbT+U^EyS9U3zlI~rFS
zZ<=75D4GPC<20veN@y<7)X_B4w9`DNc|$WzvqTG`WufJ#6{A(4#n9@}TGBevdeM?-
z57MU4=FpbVUZTB4`+&BW_6_X}?H4)*IvzSGodVr%I%7I}I#0S_x`TA7boq4W>FVg(
z=z8f!=;rA*=-KFn=;i6v=uPMy>AmU0=@aR5=*#JA>F?1$ryr+ZW?*38XOL!4VK8Rc
z$Kb~h&5+7)n&C1-6GJz{7{d}HBcmXrJfjAqB_o!R%$UfS$9RG9E@KblIOAs~7A8?9
zB$FYN6H^dVJW~!+71JH29;OMVHD*p`DP}chOJ*E%By&1*Df2Dnr_AHbYY;AoG(-bp
z2l0c%K~6y~LGD3bLO!vuu!ys$vRJeDvK(SL#d3w^A<GEM7glaoIaWPZ7uHbL<E#~|
zO{@c~pV-*gcCu-+IkA!1j<Z#=wX(fp`^?V6uE=h}j$@ByFJP}@?_r<gVCInG(BW|7
zh~miMxW@66V}_HNb0?=BCzkUdX94F;&KI0ZTs&L|E=#UJu2ilnu18#x+>G2ixed5+
z+zH(0xLdi$cxZVfc=UKYc@FcG^4#MY=VjoP<~8B<<2}ZEk++j~o{yVPiO+#Ag0FzD
zk?##ZE&on_6aE1Hbp9ItKK@k!VF4Whyg;(RC4nA+m2Eq=X>Y@COWAgL+w*O!f>1#N
zL4Uyv!Fs{r?R4Aawp(ux-+pHMz3nqQcz5jH;khGaN6n5wAsQh$AseA+p>skVLQBFT
z!bZYG;XL71;TaKr5p5Aakt~rrB2%I~qMD+<qFJJMMc+gDpgPb1=qYF$bY4tI%vdZ`
z?5tR)*qXSsxV?D1_+{~735Wzn!b>7cqD5j}QdH7H@_=Nu<e(I@6h_KNDp%@()XGlj
zoqKm4-C4hLQhJ-TiFA~7we(9FHW@9MV3`t`XR-{kz)KCXr)9h3XynjxK5_+ePvvRk
zmF0cqPs?}jqTi*uD`;2At``cd3OWj53e^fDiu{V^it&o|igPeYm=i1m_5ij4N5cc)
zrSKsHH^LMVkGO^Sh?GNmA`6huP;4keR4nQSYC%a}39ocUsUOXQwm=_6x1fO+^p#1<
zmz1YeBvss13RPZUcrjL(RLnzFdR1N3Sk(sAFKWtaWVIT#54#n1`|qyWJ*h6Oj#n>L
zAJY)mz-pY;c%uo`bk{7_e4{0%h1Dw28r7E2#%Y&pPw2?%_~~5GnbU>ql5}fzSM=2M
zV)UByY4wftQ}jCxxDD(L@(o@YiW_<xRvXS6p^c)AnvCg<&5SdQUziA+c$!q2%$us1
z#+bI5v6|VM<(rL~%bAnRZ&}b-m|C2)c)3SvPtcxvOOU0B<w?t7D`~4>tJ~HL)>hU9
z*6(Z(HV14T*z(x!x2>{Ww$rssw;QsTu@ALxao})paj0}y*{i=dbMG5Rm}87%`@Ze_
zeD~dOVsvtFDtB6PHgL{%9(O^zB)asuO1nn5K62ac7U0&npJP9E|221d_r2~_?q9K%
z*b?lLhlxj_$GoSWXRhZoP8*kno5E}0Gw~B%8eW-RlinKMC%vb9w0v@WW_<O0^L-cm
zjQxuIR{SmfEBwC&><zda$Q0-vcr%DQ$Umr!AVP>BbQ9%?iNrU-YQfpT^CUA;c?dYf
zHRJ}F7g$Vngvx{-2^|U33@Zrx9PSW)ErKf|D54`$E;2cCBFZqTESfIbGrHw~*nzkM
zBQZKLXAgo8dK_$tm55D<9Y17r=zJU`&Oh!+JUl)#ei8Uy*R2HMghL5qM~seCC$cA!
z5?>tMeY7ZvF3C5kGZ~efm%NdJOL=?@ek|wM*Hq8c$7zVPQ)%ChdmZmgS57~3g5gBa
ziM|Z2jPsdXnNgWzCoN9aWkIu2vKF)VXFtkO$|=f)<c8+HIc0w8MxJEeiM+4*KKaiJ
zbPFyQ3Kb?7uAIi5?m44<=2DSx(Xpb{V&CHavqop@N_LjyoMSi_cJ5uNL+OJuOj%|5
z_VQ!p>lHy2Z_eACZ>v<PtgI5MO0TA=4y~TL;BuksqW;AjmlQ6Yz0804*cH%~&@1n+
zx?k<9F{^30hPig>y43Z;TAtdJI&fWN-F&@I{hJ&6Zgk%?z1ebW_pRF7inl8o#2N}3
z`5M#jK<*^m`F1zz?ot!6X{On`d8}oB%TTLh>$5iNw$6KI_a5Fiyx;mj=fT~F8V?&D
zsXe;+81uNkUAeuk1Km;k1pTD8Q@OM5smjwEU8-HTy4Aby^l0@o_v-iFe`fNm{rR5f
z-F^0b{V!Zzyy?gFPYwhOEDVMXt_>Y}N&hlsm~%MimC&n_*RroKzfpeEIHEt&F={(H
zH0C)r{Wj$7*YSjRZ0~X=L?<dIk&_KmhErYdo!^g76Q|c^5@)$)3+H6!u7A+}&@t~g
zKfXX(`1UdNli;U{MWw}-C99=Z%Yn;lD=D7^KcD}C`SM_O@9M-__*cfSr`BcHZ*7=u
zy!;mU?HeUv|NQ{oAFq@-!%Xz_bg?0L9E2Juxqc5$5I+v%1yT>2nFQCLQ9mW*{vP$%
zAe13gQX80!Duf!!{fdsLsfZthDiCTgyQOqXux*1-fgt`Ur`~_B{hbAB%!h=)e&jL`
zo3S0t0!t?OMmQrNaNv*n-}PsdMa_5oU;=@GY}Wb32KD}X`S*5zbh9PT@*_wk5J<QX
zX9P+~5v2q{q7aHmCCK+X1RABNf&tPqhM_^8)RiRSyF7kmOSUA3Y!E;_YPbrsK_DSO
zN(cy20T2yAP-9F01V%#5Z2%w&=;J#90)n8%*jonhLzO_fX!FZ~TR$B5iyi8y;1HNT
zArR{u<P0=VNkL(QyzvzHyWl7|U0-sD6`o{^4I~Bt873tl-4f&pe1i}mL#hJhn_ndS
zqmr#}6y6yHcl{B@B9xSWMzIlvyNMtOdneP;Vm&b(PIAO8MLOXxU%>Ilhu4^Nq!sD)
zx_nP^GpViJ=8ji9(3My$U&SIeIr#noC%NDnZ~WYmSBHv^I-5f$E4%2JqO9ln<K2o@
z5{g%DnTbvE^b(j>JqBoWUgNa%y3$V#aW1w`i_ooiLgI_HPCtN75>6}At^02<>wFXb
zrp*OJjj(;!V1N4qa*GuIwq$CS>4y>hWy#dE(~r`viv5?`L}DOFs@?ulAvF#3qk+HN
z2=&7i0R`Lq-T9Ur#BWyhPdlgPZ2oQM)cnnl(!V;VCUkz3ZXNmmWYRx{09g0GFzGFx
zLYbQ=$s?GZZy-KIL6;DK+f1!ekib+B>OrO?S}E3z_$5)QLw#rLXA8#ofG|AS*Aq)^
z#nL0dH#l^&CN<sm?;E4I<e!agvSR||i+nw|GDP(iN<^u&>E8c_L2BvuHYvPs`WR3T
zrtj<ZJva?<2IdH5Sa2u-$mCM86`LT=BOn0p_3MUO1Wb58=4a}(@vqsn0enAbE4TlK
zJL+`vXA?ig_YWGNTKJz0{L<jxV*7WDY)R4m8$JF5Zm4;?t-}71(fg%xM+@_xQx|GW
z22Nco0!T^t<H=ADyti+VhV+Nqccr1eI1TB&XbZRnQ4jCqYaB(w+eYoN^NjNMRK-ba
zX+qSsu)s0*c!dZoQNfG)HP;X*kUG;4*RwG<6sHhGs6_-41A)XMG$Jq{C`2tnLz-Ge
z4S*?Vm^741LiX2?cC@g9k_m(We_tSDuc)esP(Yw|LA^-WKzulX<PSwCDoX=Rl5k#X
zHo!K)W`n?;hV+))PB==DK=OtGxh_>090@}r6#xo_kjNl1HbNmNL;~oK%80My&uT#-
zid3EyJqdv@Uq={15f1y&kv=dSk}r|^oTGG%^&o_jHKapBeQ|0S3?A))$DkB&XfLb+
z0)fW?$4J8A3Z6=;C@&07#nV$6|D!wN7B+wD4=4aSL;-RDAT?kg1Q+UwCuv9<S(!tP
zd<Y@r&HkaPig0CV*!SW8x3~gy^RJ}<DD=A+)Bzeb3j)s9D^efW#nD8<5hw+?k^&rU
zhd`()q1Dhxc{oB14p)c$K?x`ysHz8i%@_E(??0%zg>p+(0?7_A2~B$-v>=2B=@5y)
zJcOmFW3xYMrSCNAFp7q@$mYK-EiBQ(;y=qPFpy%<6goA1f@f$Tu+wCs|Nmny|7{K9
zJbyAw3?&6neFNtS!w29gyoCTtMgSb+Jk`7?NqoSvvA-k?11wTnQynNI`;r6jnpDrz
z2_SC*0lpMZQVRf9RvOX~3b@TAr!=4`Dm89X8v(wWn*g;Q>{na=LRVB2;MsuMU_a*#
zO$hYAbp7`l`ZZYsOI{7>aLQB&K)**GTbBJlyjtd8IkhZh4-)VZz@#Z&BBQTHaWS|O
z9F0IIp{d>_4TnnuWPlg`M~a`ZKm-Zz1%X4Alp&P)X!C+9qtU?n%L}@RLn^7N0P8Kv
z1r7R+1GZ#Tf%W%qIHVFr^-nsa5}fk;o!{ty8_J6QcN`i6Y&iUmL!#l7h1hR&NHhWt
zNb7eT2B``xRe#5+s{GX+3ZVF_t}0sTFP>E~%75~QR8_(Np~oM6C{rS--*FfeW$F6|
zPD%N199sELxgaqrXkg{~M_m;9FS%e)e~%ZVL|Lx?Q5Q|w@cRR&tn$}5l#nWa(!tTH
zlqm4Gx(Fno;XiPI<SBu`Z*)jiIOZ?8s3Ir}s6Xfsl*RJzIHkYk4D_q~=hzS!CFQ^M
zhJ^pkACj`$`FkI#Naeq9O3Ii&aX=rKzx1I5INV?Dp(s1hfAoP;{uj8veMVIU{%0S6
zoo>|!nS}KXz>|RYC!jD&ND25V6nIa9K!#Elf;Lc?Nst!-3Mi1WM{c4IbyinGDjNc3
z2uG<PRP~h5%BqI?%6d9*l&X#@N*RMjX#UR>)K?lp$XF7YIzgZi%0N~_O3J{}5c2;3
DdVf`y

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-reg.xml
new file mode 100644
index 00000000..79282b6f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-reg.xml
@@ -0,0 +1,123 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-029-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='299' subinstr-id='4'/>
+         <instruction instr-id='299' subinstr-id='6'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='343'/>
+         <instruction instr-id='383'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='436' subinstr-id='2'/>
+         <instruction instr-id='436' subinstr-id='4'/>
+         <instruction instr-id='436' subinstr-id='8'/>
+         <instruction instr-id='436' subinstr-id='10'/>
+         <instruction instr-id='436' subinstr-id='12'/>
+         <instruction instr-id='436' subinstr-id='14'/>
+         <instruction instr-id='436' subinstr-id='16'/>
+         <instruction instr-id='436' subinstr-id='18'/>
+         <instruction instr-id='436' subinstr-id='20'/>
+         <instruction instr-id='436' subinstr-id='22'/>
+         <instruction instr-id='436' subinstr-id='24'/>
+         <instruction instr-id='436' subinstr-id='26'/>
+         <instruction instr-id='476'/>
+         <instruction instr-id='516'/>
+         <instruction instr-id='516' subinstr-id='2'/>
+         <instruction instr-id='567'/>
+         <instruction instr-id='567' subinstr-id='2'/>
+         <instruction instr-id='567' subinstr-id='4'/>
+         <instruction instr-id='567' subinstr-id='6'/>
+         <instruction instr-id='567' subinstr-id='8'/>
+         <instruction instr-id='567' subinstr-id='10'/>
+         <instruction instr-id='567' subinstr-id='12'/>
+         <instruction instr-id='567' subinstr-id='14'/>
+         <instruction instr-id='607'/>
+         <instruction instr-id='647'/>
+         <instruction instr-id='647' subinstr-id='2'/>
+         <instruction instr-id='698'/>
+         <instruction instr-id='698' subinstr-id='2'/>
+         <instruction instr-id='698' subinstr-id='4'/>
+         <instruction instr-id='698' subinstr-id='6'/>
+         <instruction instr-id='698' subinstr-id='8'/>
+         <instruction instr-id='698' subinstr-id='10'/>
+         <instruction instr-id='698' subinstr-id='14'/>
+         <instruction instr-id='698' subinstr-id='16'/>
+         <instruction instr-id='698' subinstr-id='18'/>
+         <instruction instr-id='698' subinstr-id='20'/>
+         <instruction instr-id='698' subinstr-id='22'/>
+         <instruction instr-id='698' subinstr-id='24'/>
+         <instruction instr-id='698' subinstr-id='26'/>
+         <instruction instr-id='698' subinstr-id='30'/>
+         <instruction instr-id='698' subinstr-id='32'/>
+         <instruction instr-id='698' subinstr-id='34'/>
+         <instruction instr-id='698' subinstr-id='36'/>
+         <instruction instr-id='698' subinstr-id='38'/>
+         <instruction instr-id='738'/>
+         <instruction instr-id='778'/>
+         <instruction instr-id='778' subinstr-id='2'/>
+         <instruction instr-id='829'/>
+         <instruction instr-id='829' subinstr-id='2'/>
+         <instruction instr-id='829' subinstr-id='4'/>
+         <instruction instr-id='829' subinstr-id='6'/>
+         <instruction instr-id='869'/>
+         <instruction instr-id='909'/>
+         <instruction instr-id='909' subinstr-id='2'/>
+         <instruction instr-id='960'/>
+         <instruction instr-id='960' subinstr-id='2'/>
+         <instruction instr-id='960' subinstr-id='4'/>
+         <instruction instr-id='960' subinstr-id='6'/>
+         <instruction instr-id='960' subinstr-id='8'/>
+         <instruction instr-id='1000'/>
+         <instruction instr-id='1040'/>
+         <instruction instr-id='1040' subinstr-id='2'/>
+         <instruction instr-id='1091'/>
+         <instruction instr-id='1091' subinstr-id='2'/>
+         <instruction instr-id='1091' subinstr-id='4'/>
+         <instruction instr-id='1091' subinstr-id='6'/>
+         <instruction instr-id='1091' subinstr-id='8'/>
+         <instruction instr-id='1131'/>
+         <instruction instr-id='1171'/>
+         <instruction instr-id='1171' subinstr-id='2'/>
+         <instruction instr-id='1222'/>
+         <instruction instr-id='1222' subinstr-id='2'/>
+         <instruction instr-id='1222' subinstr-id='4'/>
+         <instruction instr-id='1262'/>
+         <instruction instr-id='1302'/>
+         <instruction instr-id='1302' subinstr-id='2'/>
+         <instruction instr-id='1353'/>
+         <instruction instr-id='1353' subinstr-id='2'/>
+         <instruction instr-id='1353' subinstr-id='4'/>
+         <instruction instr-id='1353' subinstr-id='6'/>
+         <instruction instr-id='1353' subinstr-id='8'/>
+         <instruction instr-id='1353' subinstr-id='10'/>
+         <instruction instr-id='1353' subinstr-id='12'/>
+         <instruction instr-id='1353' subinstr-id='14'/>
+         <instruction instr-id='1353' subinstr-id='16'/>
+         <instruction instr-id='1353' subinstr-id='18'/>
+         <instruction instr-id='1392'/>
+         <instruction instr-id='1432'/>
+         <instruction instr-id='1432' subinstr-id='2'/>
+         <instruction instr-id='1483'/>
+         <instruction instr-id='1483' subinstr-id='2'/>
+         <instruction instr-id='1483' subinstr-id='4'/>
+         <instruction instr-id='1483' subinstr-id='6'/>
+         <instruction instr-id='1483' subinstr-id='8'/>
+         <instruction instr-id='1522'/>
+         <instruction instr-id='1562'/>
+         <instruction instr-id='1562' subinstr-id='2'/>
+         <instruction instr-id='1613'/>
+         <instruction instr-id='1652'/>
+         <instruction instr-id='1692'/>
+         <instruction instr-id='1692' subinstr-id='2'/>
+         <instruction instr-id='1742'/>
+         <instruction instr-id='1782'/>
+         <instruction instr-id='1782' subinstr-id='2'/>
+         <instruction instr-id='1822'/>
+         <instruction instr-id='1822' subinstr-id='2'/>
+         <bounding-box x1='154' y1='151' x2='457' y2='303'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-str.xml
new file mode 100644
index 00000000..6f23abe0
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029-str.xml
@@ -0,0 +1,266 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-029-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='154' y1='293' x2='197' y2='303'/>
+            <content>Categories</content>
+            <instruction instr-id='299' subinstr-id='0'/>
+            <instruction instr-id='299' subinstr-id='2'/>
+            <instruction instr-id='299' subinstr-id='4'/>
+            <instruction instr-id='299' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='399' y1='293' x2='412' y2='303'/>
+            <content>n =</content>
+            <instruction instr-id='339' subinstr-id='-1'/>
+            <instruction instr-id='343' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='448' y1='293' x2='457' y2='303'/>
+            <content>%</content>
+            <instruction instr-id='383' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='155' y1='276' x2='296' y2='286'/>
+            <content>Related to an Intimate Relationship</content>
+            <instruction instr-id='436' subinstr-id='0'/>
+            <instruction instr-id='436' subinstr-id='2'/>
+            <instruction instr-id='436' subinstr-id='4'/>
+            <instruction instr-id='436' subinstr-id='8'/>
+            <instruction instr-id='436' subinstr-id='10'/>
+            <instruction instr-id='436' subinstr-id='12'/>
+            <instruction instr-id='436' subinstr-id='14'/>
+            <instruction instr-id='436' subinstr-id='16'/>
+            <instruction instr-id='436' subinstr-id='18'/>
+            <instruction instr-id='436' subinstr-id='20'/>
+            <instruction instr-id='436' subinstr-id='22'/>
+            <instruction instr-id='436' subinstr-id='24'/>
+            <instruction instr-id='436' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='401' y1='276' x2='411' y2='286'/>
+            <content>77</content>
+            <instruction instr-id='476' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='439' y1='276' x2='456' y2='286'/>
+            <content>33.9</content>
+            <instruction instr-id='516' subinstr-id='0'/>
+            <instruction instr-id='516' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='155' y1='264' x2='288' y2='274'/>
+            <content>Retaliation for Specific Action(s)</content>
+            <instruction instr-id='567' subinstr-id='0'/>
+            <instruction instr-id='567' subinstr-id='2'/>
+            <instruction instr-id='567' subinstr-id='4'/>
+            <instruction instr-id='567' subinstr-id='6'/>
+            <instruction instr-id='567' subinstr-id='8'/>
+            <instruction instr-id='567' subinstr-id='10'/>
+            <instruction instr-id='567' subinstr-id='12'/>
+            <instruction instr-id='567' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='401' y1='264' x2='411' y2='274'/>
+            <content>31</content>
+            <instruction instr-id='607' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='439' y1='264' x2='456' y2='274'/>
+            <content>13.7</content>
+            <instruction instr-id='647' subinstr-id='0'/>
+            <instruction instr-id='647' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='155' y1='251' x2='347' y2='261'/>
+            <content>Refused Advances or Obsession with the Target</content>
+            <instruction instr-id='698' subinstr-id='0'/>
+            <instruction instr-id='698' subinstr-id='2'/>
+            <instruction instr-id='698' subinstr-id='4'/>
+            <instruction instr-id='698' subinstr-id='6'/>
+            <instruction instr-id='698' subinstr-id='8'/>
+            <instruction instr-id='698' subinstr-id='10'/>
+            <instruction instr-id='698' subinstr-id='14'/>
+            <instruction instr-id='698' subinstr-id='16'/>
+            <instruction instr-id='698' subinstr-id='18'/>
+            <instruction instr-id='698' subinstr-id='20'/>
+            <instruction instr-id='698' subinstr-id='22'/>
+            <instruction instr-id='698' subinstr-id='24'/>
+            <instruction instr-id='698' subinstr-id='26'/>
+            <instruction instr-id='698' subinstr-id='30'/>
+            <instruction instr-id='698' subinstr-id='32'/>
+            <instruction instr-id='698' subinstr-id='34'/>
+            <instruction instr-id='698' subinstr-id='36'/>
+            <instruction instr-id='698' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='401' y1='251' x2='411' y2='261'/>
+            <content>23</content>
+            <instruction instr-id='738' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='439' y1='251' x2='456' y2='261'/>
+            <content>10.1</content>
+            <instruction instr-id='778' subinstr-id='0'/>
+            <instruction instr-id='778' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='155' y1='239' x2='304' y2='249'/>
+            <content>Response to Academic Stress/Failure</content>
+            <instruction instr-id='829' subinstr-id='0'/>
+            <instruction instr-id='829' subinstr-id='2'/>
+            <instruction instr-id='829' subinstr-id='4'/>
+            <instruction instr-id='829' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='401' y1='239' x2='411' y2='249'/>
+            <content>23</content>
+            <instruction instr-id='869' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='439' y1='239' x2='456' y2='249'/>
+            <content>10.1</content>
+            <instruction instr-id='909' subinstr-id='0'/>
+            <instruction instr-id='909' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='155' y1='226' x2='341' y2='237'/>
+            <content>Acquaintance/Stranger Based Sexual Violence</content>
+            <instruction instr-id='960' subinstr-id='0'/>
+            <instruction instr-id='960' subinstr-id='2'/>
+            <instruction instr-id='960' subinstr-id='4'/>
+            <instruction instr-id='960' subinstr-id='6'/>
+            <instruction instr-id='960' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='401' y1='226' x2='411' y2='237'/>
+            <content>22</content>
+            <instruction instr-id='1000' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='444' y1='226' x2='456' y2='237'/>
+            <content>9.7</content>
+            <instruction instr-id='1040' subinstr-id='0'/>
+            <instruction instr-id='1040' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='155' y1='214' x2='227' y2='224'/>
+            <content>Psychotic Actions</content>
+            <instruction instr-id='1091' subinstr-id='0'/>
+            <instruction instr-id='1091' subinstr-id='2'/>
+            <instruction instr-id='1091' subinstr-id='4'/>
+            <instruction instr-id='1091' subinstr-id='6'/>
+            <instruction instr-id='1091' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='401' y1='214' x2='411' y2='224'/>
+            <content>18</content>
+            <instruction instr-id='1131' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='444' y1='214' x2='456' y2='224'/>
+            <content>7.9</content>
+            <instruction instr-id='1171' subinstr-id='0'/>
+            <instruction instr-id='1171' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='155' y1='202' x2='278' y2='212'/>
+            <content>Workplace Dismissal/Sanction</content>
+            <instruction instr-id='1222' subinstr-id='0'/>
+            <instruction instr-id='1222' subinstr-id='2'/>
+            <instruction instr-id='1222' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='401' y1='202' x2='411' y2='212'/>
+            <content>14</content>
+            <instruction instr-id='1262' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='444' y1='202' x2='456' y2='212'/>
+            <content>6.2</content>
+            <instruction instr-id='1302' subinstr-id='0'/>
+            <instruction instr-id='1302' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='155' y1='189' x2='298' y2='199'/>
+            <content>Need to Kill / Specific Victimology</content>
+            <instruction instr-id='1353' subinstr-id='0'/>
+            <instruction instr-id='1353' subinstr-id='2'/>
+            <instruction instr-id='1353' subinstr-id='4'/>
+            <instruction instr-id='1353' subinstr-id='6'/>
+            <instruction instr-id='1353' subinstr-id='8'/>
+            <instruction instr-id='1353' subinstr-id='10'/>
+            <instruction instr-id='1353' subinstr-id='12'/>
+            <instruction instr-id='1353' subinstr-id='14'/>
+            <instruction instr-id='1353' subinstr-id='16'/>
+            <instruction instr-id='1353' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='406' y1='189' x2='411' y2='199'/>
+            <content>7</content>
+            <instruction instr-id='1392' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='444' y1='189' x2='456' y2='199'/>
+            <content>3.1</content>
+            <instruction instr-id='1432' subinstr-id='0'/>
+            <instruction instr-id='1432' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='155' y1='177' x2='280' y2='187'/>
+            <content>Draw Attention to Self/Issue(s)</content>
+            <instruction instr-id='1483' subinstr-id='0'/>
+            <instruction instr-id='1483' subinstr-id='2'/>
+            <instruction instr-id='1483' subinstr-id='4'/>
+            <instruction instr-id='1483' subinstr-id='6'/>
+            <instruction instr-id='1483' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='406' y1='177' x2='411' y2='187'/>
+            <content>7</content>
+            <instruction instr-id='1522' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='444' y1='177' x2='456' y2='187'/>
+            <content>3.1</content>
+            <instruction instr-id='1562' subinstr-id='0'/>
+            <instruction instr-id='1562' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='155' y1='164' x2='205' y2='174'/>
+            <content>Bias Related</content>
+            <instruction instr-id='1613' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='406' y1='164' x2='411' y2='174'/>
+            <content>5</content>
+            <instruction instr-id='1652' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='444' y1='164' x2='456' y2='174'/>
+            <content>2.2</content>
+            <instruction instr-id='1692' subinstr-id='0'/>
+            <instruction instr-id='1692' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='352' y1='151' x2='373' y2='161'/>
+            <content>Total</content>
+            <instruction instr-id='1742' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='396' y1='151' x2='411' y2='161'/>
+            <content>227</content>
+            <instruction instr-id='1782' subinstr-id='0'/>
+            <instruction instr-id='1782' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='441' y1='151' x2='456' y2='161'/>
+            <content>100</content>
+            <instruction instr-id='1822' subinstr-id='0'/>
+            <instruction instr-id='1822' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..3589dbd16223d2b7409dff22c366e259e198f2c8
GIT binary patch
literal 22898
zcmce;by!qwyEi;TGjul$UDDm%-7O#t-CZIeA>E;rAR(ZDbSX%8cOy~~(kbu_+~u>M
z{p@!i?{^&U{4tz!)jIoHzjIv+T6Jkz77kW!5N*$1d_IT=%no*bW(N`$W>bbZS$o)k
zd7&+uY_hfv9uPM$o2-Mm2SgfT;cN*J6$QC_xIxSvK|WbwdP>ggyqI5Z^aekAU~$mM
zD10~nG>gwNn!k;L;3x0*mPK&7{7GR_*5v({jtI*>)w;v4X_pzVoxfaJ{lZ}H4{lWZ
zwM?dW@dE#Fay>oVr1dy@^yix?F=le|Z!-r-D~>KCqHe&<Tc*XfJWO?Y1yA(M^{6(#
z6W=Zdi`St;ta~#~{$Jfn%}%0?a5=+<cI{5~VXu}+bJauwh!Lu9#w&PqvIwv%uKZ6<
z6c4kiwBNl}A*$FceM|M_a!J@=Rfb)_0A;x_i?a_h+m}`ALSBE^K$}=nASv;b{S9+H
zo5ac@vD4kI83O<O+GyJ7!B?OA)u~gLAC6b9E%q?fg}!+x6sFwgu@RKsfor80B9YFL
z+hV%eJWH-0ZTcIiZi&;ihGp`QTjq!TlrX0Y`{kRhxGgSmF3`6p%}9J`UY%6$d({yg
zz}Qe@Q#H}?7nfwfjwvg+3E@{VmeS(b&Su9L9S$O{YKoNqG+UYWyori)962m3dFt?@
z^`lB8+tZJ}PMPG-u>)$_w45oiLNpSkuoGUz2`8*x2^MET3}ly4B%Z-->nh)LJufL=
zoFVA>46$B^wG4A#Y%BLPbECzhH-h7uYEmz-8&t229dL_TU3Q+3wC==d3k#*YL);Yh
zC)ljGVzlhk`@TF-6dJg#eBx31(v&*sb+Kj=Na2Ji38PcD<7+ure~NC1N1SY<s!S15
zk{or7@KEGepV$2blOf#nS~J!*Sl)S-Ma5h)In-x|f*!C;-WerX$y@W`(Qc8ixL;ai
zOIffaRxpnA&X_4oWmYbRtTCQ96df**W1cNbPVJRqR~#G>w2+sQUGta|k78E2%$WLw
zG24=3Q;f4<;_gha)J{ixL~MKjPj{If#-ON3w)aT3zO;z$;>|edL#Gt40k_m4Q)c}z
zQKT(64nEBbkRrDK5R;%?y)>WHzG;>xC5}?cGeToUw-#5vc%{pu1_ot3DdZS5vjcIx
z?(q$_Rh{VJ$v+>TX0v&bEm&^hhUTz~Lsz*JSSO@BM^0-)Qbr{gIk&tHsbgfG@Fhr6
zswtWH#*wI1`8~k7>5Jn*+ue<E{pX37LOxE+_rt~o0+CzkAn~V9ifZe;N4*+uu3Qev
zvP&vXk-N-w*`5&cK6h3<Tiuz@K@cV@O&@k>dZ~xtY@cLGW9<G>F1!0WKK8AMq(N%0
zg7Quu>`VtR?B?CfWm&&htT;#D0@5>v6IIN@vx##18}dpzj<av=*Ug1}*+;kFrv!|z
z-fnV%5EL=<_*14)BbK!)>_l?~g`>JcS_gg<GHC#>^=-XEENP4yPFboFU6`%Bg64@o
zpq9_|o+qF9Y2*kGyw56R#jyzHuP+i}w|NnU_F4696lMDG^tm2hPj$)Fh~XKoT#Wlc
zb_xmz<VTi{?m8sZaLhV1+DvO->0m4B9a@5!fkAbxx;EqGGWS8PTqr*@FaEvV5MvF&
zkXuzPnPG=kv~t9Fv~1czzYWrb|JgG|mvN&HZn)V}Brc>Uu{>vmrP+Wh{IRcZv}TTR
z8P&42h!-*E8~u@x{1!?)CMIHZzdk|kEI8D9xnze+tet%Y;01|IlMnU8iL@7g*J&Kw
z&<bl0$CwFCA=*^=qS71kZnW0o&N{W4hDz$$&~9gLHn``y&U_HI(@l(g>c~NYi$|#J
z-2t6Wbw$~dnN*lLB5REz?auIUvewL;lHB(=Kf7rJ3VCD>l+<1L47?(fViS6PG{!=A
z?5FFCQoodnc<NTHGUjKrNrO}PiQZRWBgpo3)(A~W%jUaL0goEFt$!^yUr$h}M8dkX
zh%%*HCEtxq?ZPx~b#cco(`<<3*ocL$pd$5ko$i0ABvo!C$=Z~}kE1Q={^A`bC(J|l
zMa+{e)jlzz^rA60sp&g-WISv%it2|sLtTHI;w~M%R$8i3k^%Zx;VGplLi$O;{P2?$
zO{ejT!!?g??cnMG@|E@N@ajHNbusSZ*Wj0#6fV5Xpl=+3_Mr7kwPGJc3s;lm>!LpD
z?m_balXP3vT0@w@t}tinUZ;#G$(k-EEJG$YuM@rwVrunFy~?34GV}Z@7ER(Xf=HF3
z?JMHHPTp=Ry1ou*3D=RUc(1(9y&)%%RmQ22Q03<N5<?P;OP|y?-Hu>4c$jX6X5P=<
z?$W&a8dmHc_~yyBD#Xe1&#eYZJ#0@8o6^Hy4qh%U(4TD_eE+t0aq$0dHm_Rag`@@k
zq~{eCs{^uHIBCj3G=PKd&T#)G>wIskt?}~xz{-o@G=19h_XV5^I-dL1g9OfW*pbn!
zj&tT+9x*7EA<EwsvV_5m0fSLty`W#YH{Mq+C)aY>OYw(l$t*o2{+uM~3z_kJA;br{
z8&c={EEy77y?f^e;pJdX7A_N=Xjw=-2A?l)^X*2FKCX-jq+Y4YdDNJ|&b(@&bydM2
zb#DJ;X#eN(#tRz?@(YV|t2gr-Vm$`c?2_9c)|1xydr#^xLtF@KeWOXE63RP*ak5K)
z{}o94D9i0qZ?oo;C`D~cgVm+?_oUBZ)BBoSr%y^h;E!7>5}-gF2&~ToPFU}I?pv+~
zFzTJ1UR>_n>^ZM|$sQ_`u`SiySQ+WecTm*X5W9mbzCWL-|9+9jHI<L4LS5a+K%mHX
z-A3P{2dNwpuB!<gyrL02-a4S&<z4C+d{V$*neDw`JLu(Ykg2k}RJpKHu@;|aU;Kfr
z$BA@IlUs&*jB~esU?^}3vL4ttd|iTKEms+l<MX3~ZOQF=CSxuWw=m(#Nw<w5Ru>|A
zre-qjr00~e`lg0Gx&8&E^ARTMe&CGLYT8^CS$KM&fA0SI>NKxC%Vb5B?e@=~&A<_d
z>t@#7oTmLf5`PWzqr^gk6!cvIif|M)Y7eJ~8>fERSKV$uychJgr*@YTM9@Wk-MiJB
zcy&xKd#(~jhdkRW&kWVq#tWMbch+U`&`?NLs}=wo6OM@kj_fF!Ja6E<^)2gn4L-AD
ziX?hl^i*!=>!PQ51*y+5rwTS|@}Ak05}R18I83b!wWZ49(bc~oTGIBV5PWix$(ZRi
z2RfL=mC5^-OpVTMw7)L^EB=!9j-_C-v8(1e6<<xsN#I1_p|yX*YgV(2%s{_j?hq?2
zd2=@mHXuj6R+_a#>*tpP!2~*JC6vcNM2j}<Efz`hlb6Rxdok}*+FOw8*=wuf&R`3A
zCJm_bj@Mk<T5HGHOG{{B60jq?ii2FZun)Mj<T+(G7G%y}x-0N))+kBUe<jSwFYy%h
zWRAf)cYZV86att(@yvE+ud50&!^)3MgR>FSG~OI8qX|~@+W$mWM2?AaL1JYF@NRc?
zeoDF+%aOovnywjwS?dj{`H4l(&UAv$2Bu8FE3oFfY}8{Cx?n=~z*WH!j>)m~?m(9V
zFfy5EH1{|OQFz~&&wYjSdwL-bQ)W`P^!3A{a6KFK@SBn@BKv0Kw=UUY-@dbjGI)I1
zDSFxG{8P*uy&z>Hz$Sg*c2u%8&p-4?I~KQ=Hig(==sRZF{w>urm7*@^b~Kn`v+L(C
zyz5B-v0Lby>9i%Xwh|oU`S?|RdfBn2(O)H>Q8Od2Ekp=W!#k~Mj?p@ll1l5P4N3OD
z+un4U>sjJIr{F!eitjimF*WyDExnzDJ^R??DsUQqo-aP8eCnjwxLYJ~vh%q+&(;j4
zFcpo!vNUAJ5!t5(%zu4qjO1EFgH-O}ZsvEm8B}nTMyuEPzC{9JW?0?TnYcxDL)7m&
zhAX*c?;>FaTGy^DcxJ(u$(+?(J2<w`oieop9$xx5G3J&dD)od?1Tf`v#&iQ|Z7Tl2
zQkWmPl~<Hfqt2IKZtiE%D+l*Bx7$TeY8~$^KaMWkMaLuZ*ZY{#(qC&>$$luQ<KgAc
zL+4O*-Xj=3Nul0vvI(kSPdsW!DC&#wx~l43*3Sj6D>`y$qT%)hw9O92!-#*$LT@Ye
z&zfEpZ}ue$=3#o7`nF!*gXKHpuU-DAsF<JxdxAGhf$MYyDe7AJV`=Eic{dF|KjD9@
z3`~(k))NEgwz(H*@}qL1yvLQL%tYX%?tybE=3SUm;QmPYDR<^AGZl8{0xfKa6gOXv
z;Rh~$u4x)YssjT{iHgGHY)SYkh01m~x6lt3=3mqAiEbP0({VO;JJ5@yqf_F-?lRvG
zqa*}n9i-(gEmoZ%w0}UQn+WOxMAN*-Hj>0E5Mmg+uZdLzxaLfIxO+b@+j%>kHR{1V
zh2tpAMe4h!mf$7TJlE0!gLe}8B1H2|)6LSTH|vHsMYod=45E?H=crP^0UVYae}#QU
z)|fb%0d_1Vj#(+{(sQ8?>Yb~uaVw!;Yfe;<%)0P#VBHX<+Xg5{nr{jq@w1q-?*_>E
z_E7{g(VEeg`LR<-vGhLKB_avE$#}ba2Vc;*CufP7F|Ny>Z})w9lE{goqdyhlzzQWM
z+;B!BkxZO0pKpEkTjxg^WIKDVJeQ6Vxb@t;7(Iy8gfRia6l~~sboDhFy##uVwAKMJ
z)MhVuonMXK7abu87VyiJ+;z4JPc7ryhMGU}1Per**dm24syi}D=R2)F<4%i(XuLi5
znk(N+sgMZlc%J5CpjTrzic@}|lOKMS3G3L}Z{^PFHPXD68`OtgN%$2*ycST{+VkT@
zf`t2)f?#G?nFq~>n|+Y<q8$b-Q8ADZN9s(J;x<33nyj-HB-3qsUOwQ&LcM+8+xDXE
zYIs^fsQ=|2L$Knzy@WTv2-k?6$%Ex}Z!6{~mPdku_$q%$`0W&<MkAT_G)OSQ^6ZFj
zk<fK*90V@h=VsqJA&8?ER$>Qd1aO_Hlfz8-RMm4-$P_AN(D0s>G&8;vG_#F-)d&M2
z;Hq|0#k4h$Y>x_c<Ce231(zs|C^t6?5pr2hv{un8e=iCFSt1()HC_tO&PK`fNDQzP
z6PodP_Jt*5e-y&j?w-63eOo0wzVg|UMs0MI6=*gF(tWGdgX}r_vXzgex)2jNC-CwX
zpP;ar1?5dGSy+1)(-?l8D+ioJa2#mbCMcc&t}`w0`%4pS9{okksSZE_&KCC%r%FC%
z7Y;boMqh)~P97afH+^GE$@Lba{N|r01;p~ErR|borESw}LK_krHgPjtts|w^w@=>5
zAeTNdBwS5ekoBL7<9D?EsLib3^i^Y_Eds+Sm{Mi#J2|N%lRUjKngrdoO@l(|q@-RC
z^De#)O+~@GGXb?=kNjbCVACjKfkwl;6y}&DjBxp)B#hf)Idzc4#lj0G?-3&*_~|8-
z;HFQSgZ=D$-jkBDIaLU=-*DpgO2Ve@0)>y`u`7T>L}%Kk`p*JFvE31sK}2LCN4-f@
zTx`tp5ibqt?IZB5cAF?n-*Nt^Q@gEP_{JZ+8Qm{x6Abj&7xx5&9$T#dc`QPT*?X&0
zUwuu6Xd*Q4i->OhsE-h4q#0ir>xV;xHw>JRY08n&;}(7C+I6&3B@l?}*1R11$!ELX
zscU;n)Y7^tX<be#OE7{;#;!NjA{K_os&Ro;N+D1!1+-LgZac-)Tpi#1qpColJhK!g
zzcvX;7pQZ<q?D2F-t-zVp042OETK=M!8@z<;vgipVHGVFxTr<}xO#P;m|wNsyzJUt
zcOo~`NJwbi*k`b(cBthJ1{$|~y_zn~jCQLslf^bDI*r4LCkn>;ozWpyG^-l&ro5EN
z`d_T;Y4q_h-|CL1!(VuaZ>)Tp^nI!Gl&`47eN>o4Joee~?f#IMljw4aA;~K_WY(`@
z81LKdoE+cN#!iEO@Hy-*>~>xQ=V=RKKNABYXG%}=^QXg&u<;4c=ZB~3XCiMqhDKTk
z>HtYjH0p3QsR>_d^U^lZ9pP${yRSE`w^2|K_>nluB&t_Cc73=tnFe9=j?ArLnf5l(
zzq#fs?bX0lzJ;H}6MX(-t|40-hJoo&q!>?(IU*B$)L+!ub-&+%CJKn)4Ckp~HzZ~%
zmb7uS{S3$Q_E5ouk4`^iHF}hR5+8-A(!()6r#7xqc^_*?Q68C|j9fhk<iDK1V@NJy
zO_E2nU<y0rA)KIc>F_f-s3`EIJEqc=@2hVxJsfmX*HXet?>WMv4!>8u$b#|Hn2Ghm
z&A2E3NT{qMZKf+p090H6iRVM$EFJ94KX}4f(7FzyzO#oX?BfmLsB1-tInpn!x}ymy
z=_zDAeBQaG)+Z@tAS6c1Y_=@hjd^FZ`8C)x6@#4}^vl|rgo2d=yAPR9+LgUMMT_=}
zX0TmmMkmf$rGL!rT4Vg$H;}}0Gng6{I&YJ;0Hp83`<~DCdrjubred3kpWHG#IR}ue
z+~`OjMwQF&pGm}5q^MAR^K#2+G#URM#~JBpAy>%WpD1WG-bF+sF?A=4@KwcZADs`V
z;mH0nf!8B1yZtIL2YGPQM^Edm^oqGuhUNe%O|l5JI8zX}MuRe&&K)dS7`)In(j^KK
zM(1tEhhPgsMn6?89thfxcLRGYeho|?+@!U18=H$@KC=&RCfLhNy$>LZJ9nXX0Zbdl
zudTX99to^5&O&hO1tNL{Ew$~`Xl2cqE@J?GtRKS$7@geFKRxd)sp-)hD)Hd|(w?PM
zHmNtqU~0%ZTvk()^{r6yNlauF)68|H&E=t>o#(3h0JN$C%l(N34=oh{TVvFdoV`F!
zXiX8M;2)r4_APJrjVpT6q>?_~&9ftc1o>A}&b{>@Q;W`wmVtqB(cqvk`7bv4$lsZQ
zV~-=TC8)6xVHID`rN5e`$+3x8vM9h93B%4)B0Fuhca2o1(!HNFq)&789ffR^f7hR`
zlk!zhLP4K%_kTXR4%z^kTy#my&IQ!*Cm4O<*GB1*XqJE4R{O$&*xfZK^a+Q>W<-~{
z9p7`IydM>zNxg$GdVUBiH^Fy&lCQC^vhHi*)mB8ufdMdk<kl^pRwP!<W0}V;1nw9?
zI++0hVnP!8F~wV=>Bx(8r+sN$l(n(8*@>r<+it-NF(L~Q#`6BgVbf!`;y<j%DbKhQ
zuC2d!bQKKGC8U3QH6c(JcTLJP>6W1{)J;<teU-Jo^LmW3-7)@EHO8v~k@B{!ZNX1h
zL{Bs+U^8Ek;}cW~ygXthz<Rw)%~_0T#A$68M@ZH~gC35HV{3NO3mz=*C<m^0a8bM)
zNK2e8#^>^#dL_N*?w_sS<4_J3|1?|dWp+|pg7azQ!3UWu1q5D{%+mLKk=`RXP1=JI
ztk@U!3V6DHp%gb_jj5}CNcYofJdg%*+<ZH`hB7VrgU%G<Y=tLE04MUr&u-uKSCU=x
zo@@Z8{@Tl5ioy7~>#$$w?ny*9oh?5eW1R04j~Z@VI_AE}w-H;%K0jLL^)J#jFAX^E
znaL||J%F=Eh7|A~&9Qc<2_B*uCa=_8hU)OSApZK&8OW?Vy-}hAL$9^Ez-d71a-8TX
z-!&=9N}r{elVZZ@mYE#CFU46TQm(0L10bltHWq#AnYwzyk-niJvv$aNl{Uuo^$+KB
zG}ht&kdsHozIfioe*;jSUkB-gWwqL*ia#~+O<m;(Zr2QLr-}oi$Xpql=b2|4G4b08
zw`%h*iG<($(#+$eGh|YaMo}*D(0=;9R`tpHH_g|A22AQgxapeija2?l6&QZTc@1xO
z(^>I)Ke9b#`gLx+IS;d=)z~B7ei`2xxYymY<kd+ak(zL+Fke&67EG)Y^$YDe163zX
ztM1E<Hlv%^?p?9ETPraSdj3p~;{q#Xs(WOODu{>HLPiA<*@!Q?sS{U@1I3{V)Qc*{
zZlgC^UtX3T=VFP<Op_Y**mg@Fub4mECrqAYrL&7GE*6eJsu!Ue76m7rH^6AT+a>6G
zalF%iocr|>S4r#D$S3Z&ovdH=sP0eia(@uBi?ZEwuu9x%Mb8=Nawgs{KBb@LkV;pi
zInJFA&O1_y(ZBm6f>2e4O_}cdKCwNYzK^Vz864AGt0#~iKR5#<on~(IJYR6$(HfVX
zIp~YUFJ(M|ToB{d+O47sjJh{>Ia7Rb>~Tu{ydT(wvAee=78G!od>d%t8&yx#DDI?_
zUrS_Lh2Btn&f(4FlmjF?UbHHh69wm<H-Nk+0IbvV=)cPB9OIv}ZeTrk_j$cjDsS&^
z^8pe>R~O5e)$wCz6xiX25mSxP1`QVRweP=V3^QA<H9y`W%OBdd#(;g(`A{+}b+o>=
zpI>63cU_W3OuQXtbnKDbN<H5>;F#S?t*bHZWlz_NZZt;1;Si{uj)V-ZkKf_=WX%Wn
zj0Nl4{-FTjxN_6dn!b;0I`aggUBLs>cX=&OQY?;I<JksyL=)4y1IMFVFL0a6k0W!d
z7m{Nc_cC=wh337hWDInQa}wD#b7o1q7wL@q(l}HdErzXPgntU8G!DJ5dM+-o?}|4p
zd%-rnfWBS!!?9a{VDnWaG%w8jmKXZotnb*4{FWEQr?;<V{4xWsH9tQm(&57Y=|+}u
zeL2Jke@Uvf{%W|yae#Ac>b#^JxOQSkf}*FsFzJRG+Zq!+Rp(rRvzt+Pw7#V8sI^ed
zZ7k7aw@^QWDDp*ANob2rdtvw!o9;pt1FQN%m@)31t-lU_w+PPF+<p6o&<zg3)T){-
zh1E8EAkAXDMYHd1-4bg@1vZYRl^Klt)TfMdal>7t=}A#KtMIOgOxWpKk%VDU7~XwX
zv}azh4cf|Fb$WOc<nzYba*Km&5aP0z8R(;LA#f@VBqv-EQ|{TY-L<gnmK4C`^ULdB
zds(g0%0d<8%tazJKi%*c49PXPyDm{>nkBNaCX_j?yG~z2Eoj}voy8WC;l)y9_wLQB
z_a)FMrGA4SJN7BVYhQdqmg^{4<Uzc0@rmv0uxIm)XI;;(wN`43lJF6V(V}-sS519y
zYdcIW=F;P;u&!#}IWOtto$QT>+>K+8NMw}$s=Y0T7kg2mboXJSI52Vng7nM0N>Ma^
zWp$Ie9SM)31>?n+!31+V3)T0o7@lU`RJ!Y|9KC7DG_|qvD=+sVCkm141z2W93l!$p
znF`_$OiQ~3w7y8k=C1pO<?7w+^~Q@nJ3X@Gd=dg<P5Oas9dkhj^{2&l<9J@1V|++8
z2E)T9aJYR<3tGJL(1Ab5^GQz+UXIW4ZU*GO^Clf5f>)jN&<)PrBgPahYg_vO0xi~N
zOdnN`=m$Th{YfWnB4(Ev^vQDOWCoYVd=)(3ccp~KFK}K6B5g^|)m;^TkFu8QZQtBT
zkaXiMb)(!WE#>rrOC|d`IhDDOis}mWv$FDS&y58q_lxTY*Tsbn$ug#&%ei;LW7POI
z%CzHISaiEV-gXq#-0K^S!<560vKjlZ-)!T{D!I{CpV=OW-(%a}EeP)ii%LwAYHo7l
z^|@k1)S|j{)^QlPGl(1sus7^~bvXyd)b!x>zR7Bpk4x6mOI-&hsvYt`L)H`;vVE>S
z{97BBk0HC!P%cf=Q_|J)v2CGk{$bzeu-+Y~af3!|b?SE}@$<!}6sHX^*6()H`(533
zqc<)gF=zrM@yIs|U&y%bqiJZ&OU@XB2ft$cqQMSUR!?N<NSp7T95BB)-3VIeh3z^A
zHq`X!yeC*{)dvghefc78)pC6O%3B~uS&a(27ah^QhriQ{W6KRy#9sinVP6BvdKi>-
zegczLd2q7Y3|=p4SF`b5_X!5Us(WbJHlG+hd{tCa7G`g86GG?+ilvS;8<t6QWF6<2
zlJv|2|6`?8zLDGW!8S)75_niFkMSs3)J6r@Nz>-_OU`ViKg+-RvhUz1hzjf0SBzuR
zkyLd{$6!Dvmf{%Yg7}9QUu~w(8=O6v<M2_~UPqW%2cot~-Xdd!HXOag7Ru9vPtSwc
z_g$YOtsiBtt*Mz%5@~&iYCSBzD;5te;{|qjUmhX8V5&&IR^Y0A^_1C<p=2Yd#tYTb
zfxw;j<?2<1{8MHG!tCck9MClgJ7!feuZpkf-bJ3B&cIf}G^qk`!w@U^sk|j&8oLex
z7+=q`n1ZfV+mF$tKVz~t_w_0DMzQWU5kxnQMcoun7%T`4z-D5;O1Wr!OZs$dPCr-a
zql2_qkL_WfI{6%5RYO0+@C~lkocXD7oRJ#4oM=z9PoUXK^+mkZ3Wwh-he9QP1ZDzy
z8-8lqt}@jQYm~u~sC~4zY;x&BLZzavVtjh5G1<(X#_MYH^wxH)ztVq>#_1&^3e}u=
z`J=Ro6fV4Bd0}y3@k6&^KY8JB8*l$tO|^fEr`pG*r~QulS4n4Ob9@bYdb*_hG?0s!
z-8I9p<yQl@W*5HmXs;IrM;$dq8ys;KRJ<znrb#OT?dlf;wimr3ckf&WMLj0mXR_!0
zlf3kMHWH)iMb|%1(KjP6;e2*#`#55scdWO%VpZ*rP%qZfhO`*(Iq}>|=HrB8OALwN
z7x!+{-MDzK4g)Qsz%p~bT)1cWNjXVt;nm%<L&RY7=<fHNrj{=j)$SIaw<a#ObUtrI
z_u@G<`W$B>^kinPVR=aVOKxO9b$^qo(L84P*X)jZvV%lbL=TNkmNq$|YOAmP`}`*B
z6%oZw+ZcST$%1IlI*fK4e@%~j-G3`85RnPC&TQ%wk#Xhg_?kV5whyKQ<v~=0w&HGY
ziM>m`o2$tjwH3ToFTkE8!#`cqJ7bsZmJdMwl^UFFTlJe*rJJAEY~0y%-_(qiuUrl~
zW?7+hh&kO+oTqT;|JzfP$Hya&k5jn#`2Tv0!pZ$_k5M=uP6hlQ&j1t}3?!}B;SDvl
z!ZfQhM$)wrtTO5KD+p{T6dt=YC3Pv|+h8a0OC@qj#4ffbvJE!^<P$X)RKNX@QKCXN
zUhHYyG7cO`%BT*#Yrp?-dfMepE2RHR>qC{=0adlm#px~1g=u^1kIul0n1#bsl=GGs
z$ILFeAYChi51{h^zo^;Gt931GdWD=%Tm35)+vl8&&-!xir3qxxs<w6~PMnwJT4#z+
zx~eLAH1u-!WV@11I6FA+{qEM2S7ovaKnub%=C-T@`k@qer5NF^8}(V<C)0((s+>7j
zLOAn7Vyy$?Pw<oQAd;JtDACcCaJlFi-BHXkyg%DLoloj-Q>RphWJMgR8WK1O#>|sD
zeUmITWvwiyS3}ebwKeQZKkYQDU=c8lM8DFx-T8pnQ9k5jxjx2j5=-#8Z(W&*yf%|8
zen6Uu=+lUb%s}r4hIdEj{_a(+XLpTa+)r37+q2U<5??$QA};UWVW;X_L|b|NlKe-J
z5Wmvi#s>A^Z9U{#nb(VYm@rNLmN+bGV)cb##5&4HF495yvh8x&^Hb}NYY`#dv@=+t
zH(#4`(y&-reCRA_rCi!8W{NMcRE2qqRfq@_V610ZxH3(!tmTV^=YQUq*X-G?3OCV5
zSX9X;TW~(5p(;fqxmkTZ_sygql2w&0c02#0>67JI;V0b4<zezR)}9<P9&~qJooZ($
z(7Aa(?h7PJOJiI<Q<~DlVs@WEvD4z%f{!V$7QbbhpeILj#>W_CbH3m0`FKLqvhrzu
zc5`%R>`8tzO7q}3ePI0VSj_iXfnY;kA+>f%yelr_p*@U#tSImg7jvGGke`UhHHwPp
zuzkf@)<{76rug))leoQVDhuCm+&XNok%t30hC_--RP@%1=MYkHksV&8%OM-B#KF9?
zoV}&+v+)B+a1r~pq{t-6QO>@*gZpU~PcHZI8fE<W$E_!UJtYG(K9+)%v@BPH&3kQJ
zjfuv98A|JV{YJYbMN%JX{E?fQ7}g8;Do<10hEGb>9-jPLMmzQORvuGh9(#&?Xkg5-
zqi{kMPh-}R@_E13qX4Xub~3toQ^5#^VGqC3A8WT1-E%qWB`wnPVoflfJ9TymTs1M(
zNQvRi$O+|goCtj2<#R$#SNeVr11Whi{e~Glsyj-~Bg*BfuQg60{tm-?5ccbdjTTyM
zrG9MN0%jAEs9^aNdDmz2tMeGSE;f_;)<+Cfu5R@%s^<9tPw=)le;`G=h|vnNL{|49
z5&ev9#^Vk?S(o)+s*zt~vG=z}P8U6AGcqja-48pjrQrPndOo3$tb<)(@amgS=W>a*
zL5+0(RAXY^cjH{6YWt!m8<D59``-G+ir8Kytgt}@LJF@H4qU}lX!NjNxBT3RVxmeP
z2}|-N2Ewb8pxvssbNNam!CaEt;-w;~o@I41j<}}S%u<;zQZc5@X&|8nF6>EXrJhds
zz8#3NW{f{4$zV_ttg00enYW8B6VChLK_Q(ZGmOs(FXa51>?fFBW?+b*q*rQWbm=Q9
z1uw@<Q#r|Tp3}n2$Deq2uj`F*DOVh|GARq#IFCjH5J=&+*reQLd)RlITzr}sT-OLb
zGBz^A1aY4dk-qzaTHZ;zyUL_H2g|NLynW06wQ`-^wUUAi9oOc05VGC9C=cEV?6#V{
zv2K1=cVMOVFutRh-evT576T^$vC8?lR19%MkB(OBM8Z%Ht?(?aJ?R*3U|S7N?3IHj
z#%nm7A80S$Y9isY)goR#U#Yvriw^L$FnWbWIBsHn?C~S|r?h}8w&Lj%R<fDvDU3Ti
zK@R*HY4s<cEPa$jUuMyWx|hk+%S=qEY(&SAdOLZ}4CNU*d`9snC`r2SI!C$b6Dw@6
z)>E?IjzcEQ%9VhT%ENobCHih_23=<nl3E<q&>zsao4^Z<dA{kOS8#BIYe02(q4jF7
zSoKqL?Wzswsr5uv`iu^9eh$j&2M?tWVNIV9=s{(O;yB1YTU2<~Pf!d3y?jD8TM(!g
zycx!;JE&e4NQ;Zlr-J3(XWQWgBX;lwNM@-uUnodY;{3|{iZ)LSsrXbAXlojoqa2qo
zH;6Drojndvr&@TO^j39<NL=?`Svb&FR*o-Cgd5R}60Zc965Gn1>U=cveWWXwfYPw3
zNO@x$g_g$@otzN`nI;1?^htQ;m4A;&o~3H~aOyXcPzLHGT7LL8kIN?2O2GJ8W<xUy
zibg|!!aYhRa!@PyDZ2$bJ4(VFyzXbr@O!<>1G~t38mcEoB(GtpFs3<DFF!J?)F%50
zvPR+EA<)4JqCX7|O(~TwLjxtzGroGag!w$EhNhdNtarpCd#g}<4=|uWC#~(P3-}V$
zEGE4wunkm+7ow!mh@&yZF(@if4>&nB+QiffD!6jr5M{*ltEuOCM-V@CDtjE6DW2N+
zM#n~6J>PKzhwMH{WhrqMaKrUUOWhQB2<O3I^J6>I!8d~Zu(2f1e=pw7JeNbPEX=w6
z&ZI|BJ~NFo#iuBw9?`;UMJiVf`CuXB+o#?sO(tB?j>P_#*&zqju4rAHMq|h7gk&`9
z5$~1f=1`|l0e#swit2uX6I24t{-GMt#+sret<Q`VzBN=gnM4_Ekml2<7=F*ROPi!{
zRX7xHcbRS;=|zc{orN#iY%*p&36T?l2`dF(b7o|cUi4KexyuzA%P`Md^t}hCrhWZc
zlMV}h{l!y02MdQzk~>1o>IL}Y=Qs>FNn_!<R~KUiX;~grZCjF7<Og8=;M<qhKO0gM
z-+rWDy~D09@*H_<rN~t7Z;SS{bx+Aw99HtP0k@tyC4#kk)7R*2&&IvBb9#(E|BFRF
zkpG0~=L?;jq8w}aoPnB{_n(IRP~UH-X6Okfe0UZ)t|Zx!{Y(Ee*x*yJv(9EwDbfpr
zrP&h*w}iYS{oFR6ezv9Vuj1vrb@{<tq~^sZojbR6M+oAY;>ms#8UlH|qqDYB_kAk-
z0V9gPQZ}Y_odh}gsZ-@=^}OKv%-KGE**CMRvzkUBR(=~)-pPcPM`#5Y{>cG&m65O@
zi~L5amSq9sX)VE=9V$mGu%#Vo)r@knmIqgSO<uidvNJ&uJ#ye3GIH7>FSTvXNS1vh
z+<?R;NkW33(wApl;esY_PPRL`RYq}V1HPArSS4fXFnr80*jmAb(9%z|nMS`_np$AR
zW5Rz%_M-;ZJ0P1%gmqn-sRQ`~s*>0+Y=^dOfx+Uctrt)OgWnAnH1c6BAS4S0qR$kP
z_4OUk$g#e#V&;X0Ub7ZN5lp*j?8i~@Ik%H#Yy;RDI;h9uti$hf>DkYkD6a{}^W9NS
zGJf+#VM>c}3PH`vBy$jg^s@si_y)&V3*Wbh+^w#IL;)<vUmSl;g41ngX%;`|IdPG=
zG{n$I4Zh4ciGLrO<5IITpyPhwf3NSZrx|6WNyj~s{heH1LK1dUumxFtd9&4H&;Bqz
z?FidI1=bn4DP*~`e$TBAVe**ESiD!Vn+$>PH51CVo?xtnNAG+A4R71<Eh%w5tiH8j
zXJZ2-v3@jiZWBJIt|%Yr1{q5o>#e8VhpCU5(}K>QZ_YFK2S>4ahU^!cJj$u`PPRFf
zbdbWWB=?>M|7<3|?ubjDPrP0>Bu=k-&XtjVclzxky~u&pYo~Der}Dm7WWf}Am|SKo
z;zq5ShBg-f0tKw8TNk_TKp)Si+apCC{WazEL4q+T=4NXG7?kN#dRjlPZ*%4>#K>8*
z7tql+63_d_^a71hqYO-j-&{vteJDfmEF!cvQl5ankd`RmgCEp-8veyjj=Nja+}8V&
zz3~iZJ>&Mohk`i=T-QbNNm7Xa!cj}3;Z&VW<uh?zzZ<q2BNM+Kh6baXfQpIp%eP;|
z1Z?~vH+PbZZRm$>3JYqYSa=(=DHJY~UaV5=<P|pKPo8G%x_4lK=#NU$8(F)dH=Yae
zquX7WjkkA);9K8wAD`I(ZWi%~%~mZd<0F*Yw*<48*jy~)t(-qY+RNT~KFcqDQ(X=O
z(nk0k?nOY)at1wdPj)eWf~zKZzqdF;)uVF_hlJC{92cUiD1-iy^b)4VhK#{`8&fXv
z@KYPw9a>PwSz}pKg0@rD8@A=^OMOB5CIQ}g%C@S~>!I=(6b4ELTrt0&FO_R>ySh33
z(6Fj3{no2d%2u|d4CKYgd^j9mF7F#9h@N5mY(Y?or9^dJQmyxXO>T<GEBZOkxX01y
z4Yk9B*Xf!TXKb%gS-QNHM@^UY8Lmb!0?E^hOOb6t-_;%`LwfBx#ofc<Fv+qgs#qsS
zH`+0L?lu(dr)~y<>WH|X!*+89{9ga+7UDW2j~HL)V0eev#nrltg40c__1aWg8c0jJ
zlyO^a*TU@o*1_V4p{C=8@|X$DLAavH6oN=aJ^+t_7LNt+dixD2(KE-rf=lsif(q5o
zS~f)J+Zj7pKkAb$0|HMP0ry$pi~tV8`bs($(O5l!^Bv2SG}enySkU&@dKKS{r=`$4
zOuPX&j&t>Z!<kvapH<E|xp(2M_kh;0XIuXU&mLjd13cs665##|p8bZ-w0&J5Z0hFL
z5H=NvrLDQ7vk%ya9g5U=IXJ<50-PowHce*_=y7c@J9LyA#K{B9^?>7`%@B8IPd5vQ
zJM@&dx|_3w7R1Ad4SEh7%%%<T@qo^ga&~Zb({eGlfPgvvoFn7oA*c1Y8pi_*&{bre
zp(}DcLPHSrEI4$MlLz!7?%+R~*reQ?U4G|@mHmM$R(6wz(SM!U`|BVdl#~A_;&47F
z2+I6F;&5{OCJra(<Bxw4=kZ)2bjtrm9?l1CJ(%qOl{{R3a{rG!Tz`o0hk3aEu-?DO
z^9b<&m-7504%9cG?goDJH+L|blC7mX*a-B8D{wr%BLI37UK3;jhPs01gSY)|=zrA<
zbcnf!xr4LyUkm=}WhxL4b4zFsm`mU<L;UF}za8#;bd<jZ2C+%1u&Fw`Ihs3w*woZj
zz#JepZ6&aWn<w-Qg+C`h90UE+Dym?vzus)%;^5{M75(#IDFA>fuWak&41);(I68T_
zY0620^$iTch{FIF05SjpzySc5Te!QZXvt~=pdSSpDX=?q&;$L?=X@FfeE2oNBCiex
z|I_}zqOdGn+&lmPpgMFkmnFpA0!oKMX$Nl)mxuO4D2@Bf{(**pd!XH*3_@wb2ip1%
z`pM&%KWOm>+S1X<5<2FAXBSIH%Llp>O26{*gg|LnWhfo)Wef3!(vwh{#=+Ck7D``2
zX<SE$xjO&=hx*X&0kN=w((F(g)lFMd3Q7wD07$6TztPWrqdg!#P(A?wDQ6d7H(P5P
z4={rTBbY-#fFCRm@pgcCc(ACOTiBbsS%RgU9bL?wd;x$zWPX?hz<$sz7^-Am4gp?X
z7EV^E`v3m?kDY&y`k#ph+x{`)MB~wBK>Wdf+WwjQPn&Z-0Kk6+)lI@bZO>i<0QF%2
z0O9;UZ8UEI0E|!opl;+hdGH_n#m2+KMUain+uNJf7GlBrpwPcR|HlD;kNnTXZ`Wge
zxZdBo14~1!%sm}Ezz<5bfF^fOH?aF-dT05sPW*p8@i(@9<Ku}Y#0mo4d!RdsF4W6x
zovfkecCxhfuyu9<+dBOx3;$nE`;CVO@(;g;5;z5S09;d60OklT0Cs;60EdGDfHls6
z_5lC3n=-O4;34w#D7OCadngU<fBgQJFPM1fPZ)PwYw$y}l%_V=!qd&`friG!!xuaN
z1i%2`0*C<Q0BQgOfCaz_-~$K&!~rq@MSvPW8(;u<3a|j!02~2s0B=A5AQ%u1hz2A8
zQUPxOxqt#d37{NM1*iwK0KNjc0Rw<hz!YEsunO1!>;et}=YSg^5Qqpw1L6RQfD}Ml
zATy8?$PW|+$^eytnm_}f8PFQ&1oQ+30AB*5fl0tOz&v0H@Ds2R_!Za(90Se)*MK{~
zW8gImEDS0PE({qA9Sj=`Ka2#75{x#C35+$2D~umZC`=qo224K82bemTuP_5JQ!uMA
zyD(?409X`Qd{|0Y7Fd2*DOfdFLs%<VH`qYfDA+XEeAsf>CfFX>3D{NGJ=iNa1UMWx
zFdPe<5S%=m4x9y?D_kI44BQ*I_i%M^op2LyYjB5fckpQNr0~q}g76CP`ta89-tgh@
zY4AnxweVf=Q}7$`=LiT0_z3g}d<gOg1_*Wt{s=J$*$5Q~Z3trs>j-Cvh=@dp%!ne0
zYKZ2D9*E(HuMs~Wwjz!rZXjMFp&(HpaU#hg86r6$g&?INl_GsX8b{iKA_+`nT4X_F
zHDpU<U*ve?0^}y-5#$Zz8xZtf8YBYJ2HAmvK^dTOP#0(sbb^9{LWLrLqJd(I5`>b0
zQi;-wvW9YnijB&IDurr{>WLbMT8!F;I){3KhK5FmCXQx^=7AQ6R)W@nwv2X(j)TsM
zu7GZd{sKJ{y$*dG{Qv_QgBC*q<0*z8MjA#n#t6n9CNd@+rWB?*W*}xJW+Ubd<{1_a
z76+CZmLpaSRw-5=);2aGHXXJMwk38b_B-qj>~$Pi9BLdX91EP6I0ZOeI2*VKxb(OR
zxOTYFxF2zcaS!pZ@woAH@qF+y@jm0N;=|(8;Va-f;K$=v;ZNgV6Oa)|5I_hb3Can^
z2`&gp2*n8@gi(YQgj0mqL|`HrB734lqI#kwVmM+ZVhv(%;vC{G;yn^v5+M=`k|>fY
zl6g`XQYKPOQh(BSq=TeqWaMOWWG-Z{$vVjP$nnX=$?eEf$iI;9P~cFAQrJ?YP_$C~
z0ONrrzz*OHa3}bXl9W=O(vvcea+valik?b`Duk+nYKa;|%};GbokHDCeMmz=qe2rv
zQ${mSi%iQ;YeSn(+e3RnM^C3m7eQA~w@pt-uR!ldUq-*kfW{!k;L4ECFv*C($j@lc
zn9VrK1jEF`WW$unG{OwS%*$-coXtG;1pbM@6Q?KnPi9z9StMAzSjt$|Sn*kvSwmRs
zSr6D~*bLbc*?QRS*m>9;*bCSfIIuYsIYKy^IF31)I4w9cIVZW$xMaCra5ZopaWiv6
zxO2E?d2o1Ccp`Y(d2V_6c-?r*d3X3|_{{jS_-6QV`PKPj_<IH51tbMt2($=X3Gxbh
z2v!OH6k-vw7b+Fn7N!@52p0&ii%^M}i{y!{ih@PWMBj?8icyN0i{*=b6Q>rp6fY9r
zl3<jullUNUAjvN2CRr<aAtfmFT&hhPR$5LvN_toZTSiCbjm)wvm8`XFne3q)kDR|;
zn>@U{l6<24i~^a0g+htKp(3B+bHz?2R3$B?H%i}>nUvj>n^a&_6jhQ{7FB6gomA`9
z0BQ<q$!bgL^y;qa%^C<A>Kd6Eo0=S&0h&EpI9jG!rCR6OlG^dw3pxxso;vNi7`n!~
zCAt@S(t1gHtNLvE&-Dikhz)EF8VnH)bq$LQ&x~Y@QjIo@d5pu2r%mWhd`$YD5<hi#
z`q>o2)ZDb%4Bkx7tkmq6xte*t`PnmtXIak<Eu<{cEp{!%EmJIaAR>??$d;9eRg%@V
zwTN}H^^T30O`6S~t(5H>+ao)9yIi{qdo}xF`+EmHhYCj|M>EGpCu}Esr%q>bXCLP=
z7iO1mmsM9m*HqU-Hzl_scc8n8dxHlq^k!<%lfg60bInWCE7R-JTi3hV2g}FFXV90)
zH_~^@Pu8!{AI{&xzde95AUI&{xy19lKw#jr!1fo^FG62z1jz-x4+aI>2M>j?ha`oZ
zzSMi!6iOBv6uKTJ7giRI9_|)C6Co6l`wH%r?W^HPuE^JscTtv6{n6~vY0<x8EMod&
zIbt(n@8hiEhU0nTa}p2|oD!xJ#S-5qVI}z`ttYD_*QJ0{qEb#%O;h{QxYKgeLFu09
zs~O4}4X<flC%pdk#^%jbretPC7HL*w)<w2u_IQqXPI)d_ZglSTTids@d2)Gm`E>bd
z?-1U3z1u9%E$AuaFDxk{E{ZO?Ep{qieXsexvxKjtq?EKYz6_?!vux*s@rTim(jObj
zS<3S&@GGJ#0hOMWKR%g#nyyl+YOm(6F0Y}j$*RSvjj99I`PLoQ+tjZ%7&MGEDmJz^
z2{qL=vo;sEP_|@##`_%q1@tBK%YCa~>sgyi+um2}uj}om?F$|H9h03Jox@#9UA^71
z-5os=J*~YWy)Au$eU1J6{q+O919gKugSA6EL$$-a!*wHkBMqYhqfKMNV_(L_#=lNT
zPjpWzOb$$`PK{0LOwZ03&#cZ`&Th{+%pJ{p&EG5pEy6EGEnzODEt4+iuQ0Autn#jY
zUXxxM{HFD7VclYV_q+S|UmKyDXq#zU6k8?RoZBrsvOA+cjDBqFy6oQUh3{kSXB{vc
z)ch3xIe4glxN+ombblOkLUdAm%6-~?rhc}3?s$H45p_v)`TmOks^?nodh5pf7viss
zTgKa_JEgnDd&m3x2W0!N@2Wi@nFsJ;#HJu6C28&su>?K7mS*x72L1<Rv1tl`9)Ztq
z2>Ca_ugM2`fI*tS^*&(jKaq_l2PX)M{Gt79njGvPjz^>mB{@JGk09}%S&tz2uUY?g
z#YaH=SMR@F@ev{a)yp9O;&|j2dYS+A#s7i)50waOTd1~t86=>u^+6b+0M5-4;s(7-
zWKgh#))H(ze4%Yxo-Qs95XXlC2K#T2@)7#}#mT=(@d$(e>ist<9&zzsy_|d?&PToe
zixgb!Ag;eu_&;m&H+1=6-iNvfo07VMjG{KPmapS8X9pGSM>H-Cg>-JVE*{QqV9r0Z
z_K0L3#zU(M3ewunathKa<}P5izk~;|N$Y{RdD$PkwS3(@AdU)7R?c9~N5BnL%rlRN
z8W42u!y*r>asFdvuHSs)kJtBqe|!Hg5X`~L^EU?e$ufx-LGJ*ghIy;5ktC?=>|;U{
z(osK_))9carBQ*>y`u{Ry(8*Mb*Bz5j=6qb8#$}M-Jznd;7X8`!3;Se%d?N#JSl@`
zc<HKD_>D$neaYl{WCo`Ie!MKOH}Z1VgEiX^GRpYovovTtuJa9(%)&M<3w7CDHwpK)
z#f_U|Jrffps9KFH=ks1MFdehE`&k2Fzidq5I{nXpA~5X@P-#~C{NDrY(RhCv^FJAY
z<u8@8$g^oX>p0my{09T@qlz^Ds672)1{o)4#{)|F+Xm1H4~ByVtGScM!ytDf&OhS!
zZ~Z?gp8X%iKZeAA<wx7r5#r7w>Fi+n`{n+!;KK?Wzpd~P#{c~a3ed8Nt;O$a{LM1g
zzk0=gS@W^?&ov*q*#4TwCT(l=Cq{EO0&#HjvblOXL;u;s186t-ho{G2_^&+4Lma#y
z9<~<dzcciognEdk|GK~*YSDCdG<W)aiNAOQbNvyR|6$3;-v1vmJtoHgo}~v%{kyLJ
z6Cb~&fd3)X{;4+kWLcPr1JT$K0B{+A;Qz*@|JpSEsv|x)-aq-{F`cNIJ3{{3JR=FM
zx*D-?fLXYC*uk8fd;(xjb{+wfhv>I<2lMjq@bZJ$BpzJa<FN;tUCdqNA&*6xhmp{%
z^XTv%k1K%K{!oL2leGi1lnhPB&@7}2=HiCd*`SFBS~~`FJ;uWy6=A6O5Kd_C!#?zn
z^Uz8{6TQ=4b!S1a6?7Ds;i2UGAlSp42hT9&;${RrPW{s+|5=xue0==B<*j`Jdk^id
ztIXH_7t1Ytl%c|Hi)Tp%eROb`lr$W3G|fN*q~OC@_{k*)7@$nP84bKGNX9j>K?g&>
zHY$pZzu$q~%L4D)f_v%59y!(cx9|nMpYlmj^g(kA&Q6lx>4}M45y!28!GMa_KRH$g
zmjJ*Z!fgP;wD<z?$JL>e%)}F<peHPjCUwVymwe6=0rcku5WZSA_-fj^)zPW(J!ik&
zE7~CdW2?BI8wzJq)a(fGnZUS(k#4zx&|BxOv+uJiWiWR@L0j%|620r0I!!vUm)8{3
zTK1o78$G4Q?Hf$@Yyn=;0c6Sv){?yEV|&0}81^{Sa|?|MSIsY2r`w=)^{3e7fv%Mp
z++yF`&Jr-VRz3OQZxn!&QWZx)xHc*02&(TZD6PRyFG;gT;cz+o{6=HsR>^zAR4Q?b
z6kp5o4Tj>_VHbSWXP_->gP}Gj5>`b2TD#gU(r-q*h*tlNAMt7>89N2@RoL$6HS8h#
zUc^dAE*RFE6!Ez<<qAn_7_p5w#k2%Q0IS}BkvZHi?401ORh~;OA~~<bidjC{`lFm9
z0^?K+95c=*;j*DOtFDv&2!V2*=LLzjAGmUOmcz!jZ^>h>d3;bDvuTM9#9>Ztr^#=d
zU8_GKo?ym{zPmuuAygsz5L~QYjWL`|7#genE|nWog;zEhX6|h;*=;5UvpK9oup?oY
z)FI(s7*0V_O~OSVA9t|VD6HFO&Em-}((U`s467^|k|Q%IXM*<FN_@R##ET9u<17Ao
zKb$q()8xK_80`f6K4Ukw#$;icJK6nHu*e9u0XDPc(@l%rISnt>)EjF#Z)q|1AF;I=
zN+AOAUCAH5@^5{`wh5bZ5&F<$w*-@oL^-%j4i|SN9CU~ffM5zHjlenN$&>CTv`_%H
z`-F0S19SBTxWO98>L!zYr^Tkc=`;Gy?Dj@AKY2%6Fmt$Yz=qjGN-AZ7T|_*7tTjKq
zaIj0aI`@;vp65C1O~P}gU~Z{nrGdhQ0z?|t=TzBAs!AF}mSpBxd+FZiVpyJX1SE~J
zug7d0xFnJ2*?aWNxEm89jwaVj5X=~LRhipakoGg0hX}{Kd~n_At1hsmSMffK&m0A;
zgk!8~#r)*r2d#7nD962Wrumde#R)v|M|&M!i8N9Y`+=UUAXzxn7d_c2^r;)tyO?L8
zDDTsssx55$HN_sh#eg0sSGqZ*LACmtEN?xLk;!5iJ$L4SwlGX?+4?NLsz*Qctg4=t
zDOK@o{Np$sBaH~<e(G|fXcBtg`Ua=KtF{fNE1jzb+O8zXYfIZoY24`f^1u>VbBY#N
z^X+g7?y4|-1;QM9Q_e`w(Tn#H-D9Fv8rQIW9XJg1VDI*!Loz@9@BsPZgs>;#_~v)K
zNrjdizuv@JsZ|mk<^*urnw=FO6Bm%VNCd+Ea!c^yU_vwy6Og+QNAVaZxyj{fp}`{V
zWxeLs9VAmnztW^T9V^kq=*zo04LXL26c2l5u4Pd2CUlbZ9KLDpEnQ+o+eqBETY(U7
zd)DW~E1~P(6F5me?^^q7Y@xpgH|O^qX6+S<a=tmB;=18GyH6Bx5SHcK)(E=$e#d0^
z5|3|XR^_6jzLMHcRS@-NM<OG>Lbk0%U}bHonauPJyh||M>T|m`?}8}}0|QqTUxS^=
zBt|{8CcAH;M_ubtpndo&vA%&JqB2w4iK+@hE<t84>gU??y^~msebWV<p_dJ_ggT#k
zvERXgO#D8otv8CYZv2=iCO|g4pze4<)X~FZIfXv6_GUzTBHUh3-F*jxn+*0%9Hq*$
zss6l{_s|C77b_+9SXDN0h)0g9OJzsNbfN>Dg~rM9;_X%)cyE|Lca^w)n=o#v`$)Te
zEa2MeV(bw6bb{1K8)<EpUwR#L{oUy_JCTlra%h}eYB=M2<ZZl>$!yk~JfSd@tc`|W
zDlLI=JsX2nb1gDqS(9+5vgm$1YE_v`>K1R-(um75tZFu>NM}pKQ2bwBNPigJuI}O6
zQMscfAO7{!oO&+KD?4CPExyo{%Jn3Lc*G=Ksak(D^@}l%CA&|0xA*XoF>7t)*lw4I
z3(HW+8NB`2sYr&5_sj6<ZL5li<RKePoWxh}5x&_^n}n<z<sA`zHgrZVKU|x$L=YHs
ztoMXi3Hrr!B<zfboCr6?>RIjlf2~}3R8wabuTm9oTxcs&l<}cr08QSKylf_+Kv+bA
zqAU>*j9DZDB#;D>z-iSHZ~>{}0?N3sskH)i0|xZC0g8?zqQJx=DhO7=m9Z+;I^Rna
z3GsAh&hh<`eDCJo?|$zt@4WAKZ(j5%wT3zAuj-#)NSVj7@8lMp{R!7Yhws#tc+TYA
zQI+WZWy|-~oNiaI#pb8`4ICHRMU9R9Wxe0|{D8WqsF7#Bu{kK}|01fs;0b?wf4*Z(
zQ-u4=<=i~=p&EORm2kvBW5rtaZ)>K`&w2hQ>yYb>3(E?BoBq#-DbWj|0R9hWs6NwX
z2M#<aI$LR7)*M;p7?jUDaK3%uWNCf=cLjo}Pg>VmIc~n~q~=&18@+MK(%Y_;X{_fq
z^B(&&UU=ozoD_^5Yu_(+Ic42h)#6{?GyaXsl54)z5do}uuP1l*jQD%4r}oN{yH}$;
zZ!J^Y?9U9gdY0>KfExU+>xA}Bb+Pu;QsLJ5nOjHQS$}WQ_}`cOqe!vA)jh1V(K&)#
zHL!0&c89Rw;jO5z(4h69JsP=TZ^4P{yuVSV_)bv6ybDbtx4fErWZThVIB&K8PRGe*
zr;|K2S2B_wI8ry}Ri$jXmK76bC~*@OI!s-+Yim91bHLHYjRsmRdd|A%W)3j&yW-V{
zXy=!s&7I|)eSOwWZO0b}W-JvyOLFX8H#c_&*BN%H<t%6_o+@Q@ub9@cYxB3CzutXf
zy&>`<Nv1p-oqckgyfCk7u18vE$H8qsK8i}tqm62AZrZX{(qiWvbAsl9&%$K^u3qDr
z``in|w>9xxjs@D_ZiN{E2f}OwVP0KZH!Zd4b}c*{aByc)L<=8}-WVF%QWW4G>M7Xh
zu+}MM^WKoG&_Mfn*}3Z@e{gWie^tyceK|J&`(=s;iUU0^DOx_-^UN)U5&mFu+SznX
z>gG%Lw_C5)@3uxik5g~g8B$kG6!%viI%DW{QFKiCOk3P=h5n1(7g=lFdRx->SD)cl
zu$`K3xL=#S*gbcDD|@Bn$+(<f=aX-Kr&qUCof>JlOMhy$?T}%=<W_~X!b;^mi!rm>
zc}oE=Q>kU>UOqyjdBISF18fLyc_<`x1nhbAmxf1Okv~T?>-~!NWjNhj^L=c21==)S
zwvzg|wP06!;oReiEj82ZD!%M=zxj1$a=Cu@6Sm*cqd#5@?rwe)q?~Ylb3>x%Jw&aI
zp|x3!DtWp`o4v{RuyplL!nRj4?B`}w2MPPW0^jv)zg_aH$4?aQtnTHCCLKJf^SrE|
zwlS-|_?gsjqD9`?YTMs_G5-FPBhlMeamFUSjIQshf=AR&oD@1K)W*&}d!oyRE1i2?
zzxCch?v+04+k0U{pX8)tUzK5HQ&`sM`{mt1SFdjQb8%jZrc|=vSlZ=CS4!!e@|own
zXRD(`!6PqhDgA7XFl*|vY*~ZrqE+8y?u^M*R2<z++0zmey@DIbyL2OF{I>2l-9-x=
zl=CZH?%iH>eB5MOYuXv-bNZ%|=>CqC{0T=UL*wJQr!QpX)H#g8zMS**Q=3~i>MDP&
z5w~_NWcA)ne>$_JC}v06^ODAJL16Ki*D0KTwY|8V!;8R?7dw>a>)xVIeqTGn|M9sa
zZ(qFa$k8Te=#}y@>90ESl>Y7>#W}&3FTJ??@9>Lt?RbCJj7+<-({E>WZOX2FS^suS
zpG|Xy<<7uZ7$3Ujd0#Roa1s+7AQS`+?(V5WO57X|9jN)mfd}^G#M3yJ^tkpE36e{=
zq;On-2ok-ev2y=Zm2`1xP>47+PRx>!Jb1Po4-tXQkaeO&GI(qU8$&e&wg=ql-irc#
zrxOf1wk{zt0aWfGT|&G<&DL>AMiDj`6J(eK8Cf)OT#`_*5Yi}>@o{pn_n@#SC>f>B
zfn+MMm(eO!aS%$OlfaZJiHyAn><&y5f-^2@Nbyulr6^S^U{FkE!3YLp7#VPo)p~_S
zq$4ZTGk`whLgd0hF@>69ToXmCOn~J=7^NWadqwZ}RYXaWP%K)mOxAEo$;omFn<){A
z7#NdEmf$iG8AYWMG6D`V9YGNmLoA}nWVH9{5{E3)Odt3GD5L^AfDs#X+(?qeQWclv
zw=fX$i&d&MCR_+&Q4l%_es}qwYE{5DAGZQ<=sPoT01sOLa1WWD5Bi087=lvC2#t*3
zAt=hG(b)(x8$rP*2Oh==oDW33!CN4~TOt1k(IK2eM3t%#5E8slfZZ##3QvIc0YrhQ
z5S#QFh2HUSV8TN~Z1btDB}x<s{@7j#2}D2>d~Ci_oJ`=7^Z5TyxO{34OT>c<PE1zC
z8*@V<hNULVR1KVrf)z`|Y#Grd10q}W!NM?zND_|&egt4^yp(6mJkNNIX%H_bGKn28
zQmo*TbYzLCi+}_?W#pEaya8V4XBrsg;16?s#8*ZV$ZX&?c<{c#vxPp<@#!Y|aI*x+
zAD5&hZiN=m{t%e%eO9}EEU5vAZ46=%(nOZH^4Ua+Av6R>0p4cJE)s%}02|1{Kjau}
zY0{~rGFt?qA-2T*$aE0c4uCXekcoz3R2D$~i33u+qhTnM!1v8)fRFemm^lrlvjCiE
zMgu2AyPr7?Wmw8$G<>)$is3{botZ3(Gl*V7a~cCdfK`XlP#VC)%xQE6(}IRGXcl^L
z2E&rZL@a11%R(=LG6-bLOfSMjnZs!)ok6s|nem}GlMe9C;WU;djYU*r%=s{sDBhUS
z5GICLTrW^O+#e{;Vp`DXIKTkS=R-knkfrUZ7B&E3K!B`fYeDG<ZfOJLBX&V8V}k)g
z)M7rWrQhgGh6Nu3vAi}0W)aUANUS0D)2KuMUsQpXObA{qPnCk4fk0=h5;U(8ASFQh
zjU^Rg46sf<6v^@O#eIF5m^aPa$BRj4(rA2|4~9~`e7)%y>dnV^|DD6w<f_()R2pNV
QV!+zq70WI@3w&+=1LA1}mH+?%

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-reg.xml
new file mode 100644
index 00000000..3c23fd4e
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-reg.xml
@@ -0,0 +1,263 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-030-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='511'/>
+         <instruction instr-id='511' subinstr-id='2'/>
+         <instruction instr-id='511' subinstr-id='4'/>
+         <instruction instr-id='511' subinstr-id='6'/>
+         <instruction instr-id='511' subinstr-id='8'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='514' subinstr-id='6'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='525'/>
+         <instruction instr-id='525' subinstr-id='2'/>
+         <instruction instr-id='525' subinstr-id='4'/>
+         <instruction instr-id='525' subinstr-id='6'/>
+         <instruction instr-id='525' subinstr-id='8'/>
+         <instruction instr-id='525' subinstr-id='10'/>
+         <instruction instr-id='533'/>
+         <instruction instr-id='533' subinstr-id='2'/>
+         <instruction instr-id='533' subinstr-id='4'/>
+         <instruction instr-id='533' subinstr-id='6'/>
+         <instruction instr-id='533' subinstr-id='8'/>
+         <instruction instr-id='533' subinstr-id='10'/>
+         <instruction instr-id='533' subinstr-id='12'/>
+         <instruction instr-id='533' subinstr-id='14'/>
+         <instruction instr-id='536'/>
+         <instruction instr-id='536' subinstr-id='2'/>
+         <instruction instr-id='536' subinstr-id='4'/>
+         <instruction instr-id='536' subinstr-id='6'/>
+         <instruction instr-id='543'/>
+         <instruction instr-id='543' subinstr-id='2'/>
+         <instruction instr-id='543' subinstr-id='4'/>
+         <instruction instr-id='543' subinstr-id='6'/>
+         <instruction instr-id='543' subinstr-id='8'/>
+         <instruction instr-id='543' subinstr-id='10'/>
+         <instruction instr-id='543' subinstr-id='12'/>
+         <instruction instr-id='543' subinstr-id='16'/>
+         <instruction instr-id='543' subinstr-id='18'/>
+         <instruction instr-id='543' subinstr-id='20'/>
+         <instruction instr-id='543' subinstr-id='22'/>
+         <instruction instr-id='543' subinstr-id='26'/>
+         <instruction instr-id='543' subinstr-id='28'/>
+         <instruction instr-id='543' subinstr-id='30'/>
+         <instruction instr-id='543' subinstr-id='32'/>
+         <instruction instr-id='543' subinstr-id='34'/>
+         <instruction instr-id='543' subinstr-id='36'/>
+         <instruction instr-id='543' subinstr-id='38'/>
+         <instruction instr-id='586'/>
+         <instruction instr-id='586' subinstr-id='2'/>
+         <instruction instr-id='586' subinstr-id='4'/>
+         <instruction instr-id='586' subinstr-id='6'/>
+         <instruction instr-id='586' subinstr-id='8'/>
+         <instruction instr-id='586' subinstr-id='10'/>
+         <instruction instr-id='586' subinstr-id='12'/>
+         <instruction instr-id='586' subinstr-id='14'/>
+         <instruction instr-id='603'/>
+         <instruction instr-id='603' subinstr-id='2'/>
+         <instruction instr-id='603' subinstr-id='4'/>
+         <instruction instr-id='603' subinstr-id='6'/>
+         <instruction instr-id='603' subinstr-id='8'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='617' subinstr-id='2'/>
+         <instruction instr-id='617' subinstr-id='4'/>
+         <instruction instr-id='617' subinstr-id='6'/>
+         <instruction instr-id='617' subinstr-id='8'/>
+         <instruction instr-id='617' subinstr-id='10'/>
+         <instruction instr-id='617' subinstr-id='12'/>
+         <instruction instr-id='617' subinstr-id='14'/>
+         <instruction instr-id='617' subinstr-id='16'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='634' subinstr-id='2'/>
+         <instruction instr-id='634' subinstr-id='4'/>
+         <instruction instr-id='634' subinstr-id='6'/>
+         <instruction instr-id='634' subinstr-id='8'/>
+         <instruction instr-id='648'/>
+         <instruction instr-id='648' subinstr-id='2'/>
+         <instruction instr-id='648' subinstr-id='4'/>
+         <instruction instr-id='648' subinstr-id='6'/>
+         <instruction instr-id='648' subinstr-id='8'/>
+         <instruction instr-id='648' subinstr-id='10'/>
+         <instruction instr-id='648' subinstr-id='12'/>
+         <instruction instr-id='648' subinstr-id='14'/>
+         <instruction instr-id='664'/>
+         <instruction instr-id='664' subinstr-id='2'/>
+         <instruction instr-id='664' subinstr-id='4'/>
+         <instruction instr-id='664' subinstr-id='6'/>
+         <instruction instr-id='664' subinstr-id='8'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='675' subinstr-id='2'/>
+         <instruction instr-id='675' subinstr-id='4'/>
+         <instruction instr-id='675' subinstr-id='6'/>
+         <instruction instr-id='675' subinstr-id='8'/>
+         <instruction instr-id='675' subinstr-id='10'/>
+         <instruction instr-id='675' subinstr-id='12'/>
+         <instruction instr-id='675' subinstr-id='14'/>
+         <instruction instr-id='675' subinstr-id='16'/>
+         <instruction instr-id='692'/>
+         <instruction instr-id='692' subinstr-id='2'/>
+         <instruction instr-id='692' subinstr-id='4'/>
+         <instruction instr-id='692' subinstr-id='6'/>
+         <instruction instr-id='745'/>
+         <instruction instr-id='745' subinstr-id='2'/>
+         <instruction instr-id='745' subinstr-id='4'/>
+         <instruction instr-id='745' subinstr-id='6'/>
+         <instruction instr-id='745' subinstr-id='8'/>
+         <instruction instr-id='745' subinstr-id='10'/>
+         <instruction instr-id='751'/>
+         <instruction instr-id='751' subinstr-id='2'/>
+         <instruction instr-id='751' subinstr-id='4'/>
+         <instruction instr-id='751' subinstr-id='6'/>
+         <instruction instr-id='757'/>
+         <instruction instr-id='757' subinstr-id='2'/>
+         <instruction instr-id='757' subinstr-id='4'/>
+         <instruction instr-id='763'/>
+         <instruction instr-id='763' subinstr-id='2'/>
+         <instruction instr-id='763' subinstr-id='4'/>
+         <instruction instr-id='766'/>
+         <instruction instr-id='769'/>
+         <instruction instr-id='769' subinstr-id='2'/>
+         <instruction instr-id='769' subinstr-id='4'/>
+         <instruction instr-id='772'/>
+         <instruction instr-id='775'/>
+         <instruction instr-id='775' subinstr-id='2'/>
+         <instruction instr-id='778'/>
+         <instruction instr-id='778' subinstr-id='2'/>
+         <instruction instr-id='778' subinstr-id='4'/>
+         <instruction instr-id='781'/>
+         <instruction instr-id='781' subinstr-id='2'/>
+         <instruction instr-id='784'/>
+         <instruction instr-id='784' subinstr-id='2'/>
+         <instruction instr-id='784' subinstr-id='4'/>
+         <instruction instr-id='839'/>
+         <instruction instr-id='839' subinstr-id='2'/>
+         <instruction instr-id='839' subinstr-id='4'/>
+         <instruction instr-id='839' subinstr-id='6'/>
+         <instruction instr-id='839' subinstr-id='8'/>
+         <instruction instr-id='839' subinstr-id='10'/>
+         <instruction instr-id='845'/>
+         <instruction instr-id='845' subinstr-id='2'/>
+         <instruction instr-id='845' subinstr-id='4'/>
+         <instruction instr-id='845' subinstr-id='6'/>
+         <instruction instr-id='851'/>
+         <instruction instr-id='851' subinstr-id='2'/>
+         <instruction instr-id='851' subinstr-id='4'/>
+         <instruction instr-id='851' subinstr-id='6'/>
+         <instruction instr-id='857'/>
+         <instruction instr-id='857' subinstr-id='2'/>
+         <instruction instr-id='857' subinstr-id='4'/>
+         <instruction instr-id='860'/>
+         <instruction instr-id='863'/>
+         <instruction instr-id='863' subinstr-id='2'/>
+         <instruction instr-id='863' subinstr-id='4'/>
+         <instruction instr-id='866'/>
+         <instruction instr-id='869'/>
+         <instruction instr-id='869' subinstr-id='2'/>
+         <instruction instr-id='869' subinstr-id='4'/>
+         <instruction instr-id='872'/>
+         <instruction instr-id='872' subinstr-id='4'/>
+         <instruction instr-id='875'/>
+         <instruction instr-id='875' subinstr-id='2'/>
+         <instruction instr-id='878'/>
+         <instruction instr-id='933'/>
+         <instruction instr-id='933' subinstr-id='2'/>
+         <instruction instr-id='933' subinstr-id='4'/>
+         <instruction instr-id='933' subinstr-id='6'/>
+         <instruction instr-id='933' subinstr-id='8'/>
+         <instruction instr-id='933' subinstr-id='10'/>
+         <instruction instr-id='939'/>
+         <instruction instr-id='939' subinstr-id='2'/>
+         <instruction instr-id='939' subinstr-id='4'/>
+         <instruction instr-id='939' subinstr-id='6'/>
+         <instruction instr-id='945'/>
+         <instruction instr-id='945' subinstr-id='2'/>
+         <instruction instr-id='945' subinstr-id='4'/>
+         <instruction instr-id='945' subinstr-id='6'/>
+         <instruction instr-id='951'/>
+         <instruction instr-id='951' subinstr-id='2'/>
+         <instruction instr-id='951' subinstr-id='4'/>
+         <instruction instr-id='954'/>
+         <instruction instr-id='954' subinstr-id='4'/>
+         <instruction instr-id='954' subinstr-id='6'/>
+         <instruction instr-id='954' subinstr-id='8'/>
+         <instruction instr-id='954' subinstr-id='10'/>
+         <instruction instr-id='954' subinstr-id='14'/>
+         <instruction instr-id='957'/>
+         <instruction instr-id='957' subinstr-id='2'/>
+         <instruction instr-id='957' subinstr-id='4'/>
+         <instruction instr-id='963'/>
+         <instruction instr-id='963' subinstr-id='2'/>
+         <instruction instr-id='963' subinstr-id='4'/>
+         <instruction instr-id='966'/>
+         <instruction instr-id='1021'/>
+         <instruction instr-id='1021' subinstr-id='2'/>
+         <instruction instr-id='1021' subinstr-id='4'/>
+         <instruction instr-id='1021' subinstr-id='6'/>
+         <instruction instr-id='1021' subinstr-id='8'/>
+         <instruction instr-id='1021' subinstr-id='10'/>
+         <instruction instr-id='1027'/>
+         <instruction instr-id='1027' subinstr-id='2'/>
+         <instruction instr-id='1027' subinstr-id='4'/>
+         <instruction instr-id='1027' subinstr-id='6'/>
+         <instruction instr-id='1033'/>
+         <instruction instr-id='1033' subinstr-id='2'/>
+         <instruction instr-id='1033' subinstr-id='4'/>
+         <instruction instr-id='1033' subinstr-id='6'/>
+         <instruction instr-id='1036' subinstr-id='2'/>
+         <instruction instr-id='1039'/>
+         <instruction instr-id='1039' subinstr-id='2'/>
+         <instruction instr-id='1039' subinstr-id='4'/>
+         <instruction instr-id='1039' subinstr-id='6'/>
+         <instruction instr-id='1045'/>
+         <instruction instr-id='1045' subinstr-id='2'/>
+         <instruction instr-id='1048'/>
+         <instruction instr-id='1048' subinstr-id='2'/>
+         <instruction instr-id='1051'/>
+         <instruction instr-id='1051' subinstr-id='2'/>
+         <instruction instr-id='1051' subinstr-id='4'/>
+         <instruction instr-id='1054'/>
+         <instruction instr-id='1057'/>
+         <instruction instr-id='1057' subinstr-id='2'/>
+         <instruction instr-id='1057' subinstr-id='4'/>
+         <instruction instr-id='1060'/>
+         <instruction instr-id='1115'/>
+         <instruction instr-id='1115' subinstr-id='2'/>
+         <instruction instr-id='1115' subinstr-id='4'/>
+         <instruction instr-id='1115' subinstr-id='6'/>
+         <instruction instr-id='1115' subinstr-id='8'/>
+         <instruction instr-id='1115' subinstr-id='10'/>
+         <instruction instr-id='1121'/>
+         <instruction instr-id='1121' subinstr-id='2'/>
+         <instruction instr-id='1121' subinstr-id='4'/>
+         <instruction instr-id='1121' subinstr-id='6'/>
+         <instruction instr-id='1127'/>
+         <instruction instr-id='1127' subinstr-id='2'/>
+         <instruction instr-id='1127' subinstr-id='4'/>
+         <instruction instr-id='1127' subinstr-id='6'/>
+         <instruction instr-id='1127' subinstr-id='8'/>
+         <instruction instr-id='1133'/>
+         <instruction instr-id='1133' subinstr-id='2'/>
+         <instruction instr-id='1133' subinstr-id='4'/>
+         <instruction instr-id='1133' subinstr-id='6'/>
+         <instruction instr-id='1136'/>
+         <instruction instr-id='1136' subinstr-id='4'/>
+         <instruction instr-id='1139'/>
+         <instruction instr-id='1139' subinstr-id='2'/>
+         <instruction instr-id='1142'/>
+         <instruction instr-id='1145'/>
+         <instruction instr-id='1145' subinstr-id='2'/>
+         <instruction instr-id='1148'/>
+         <instruction instr-id='1148' subinstr-id='2'/>
+         <instruction instr-id='1151'/>
+         <instruction instr-id='1151' subinstr-id='2'/>
+         <instruction instr-id='1151' subinstr-id='4'/>
+         <instruction instr-id='1154'/>
+         <bounding-box x1='125' y1='121' x2='486' y2='232'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-str.xml
new file mode 100644
index 00000000..bb875681
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030-str.xml
@@ -0,0 +1,441 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-030-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='128' y1='205' x2='156' y2='226'/>
+            <content>Cycle
+Name</content>
+            <instruction instr-id='511' subinstr-id='0'/>
+            <instruction instr-id='511' subinstr-id='2'/>
+            <instruction instr-id='511' subinstr-id='4'/>
+            <instruction instr-id='511' subinstr-id='6'/>
+            <instruction instr-id='511' subinstr-id='8'/>
+            <instruction instr-id='514' subinstr-id='0'/>
+            <instruction instr-id='514' subinstr-id='2'/>
+            <instruction instr-id='514' subinstr-id='4'/>
+            <instruction instr-id='514' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='170' y1='205' x2='199' y2='226'/>
+            <content>KI
+(1/km)</content>
+            <instruction instr-id='522' subinstr-id='0'/>
+            <instruction instr-id='522' subinstr-id='2'/>
+            <instruction instr-id='525' subinstr-id='0'/>
+            <instruction instr-id='525' subinstr-id='2'/>
+            <instruction instr-id='525' subinstr-id='4'/>
+            <instruction instr-id='525' subinstr-id='6'/>
+            <instruction instr-id='525' subinstr-id='8'/>
+            <instruction instr-id='525' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='210' y1='205' x2='252' y2='226'/>
+            <content>Distance
+(mi)</content>
+            <instruction instr-id='533' subinstr-id='0'/>
+            <instruction instr-id='533' subinstr-id='2'/>
+            <instruction instr-id='533' subinstr-id='4'/>
+            <instruction instr-id='533' subinstr-id='6'/>
+            <instruction instr-id='533' subinstr-id='8'/>
+            <instruction instr-id='533' subinstr-id='10'/>
+            <instruction instr-id='533' subinstr-id='12'/>
+            <instruction instr-id='533' subinstr-id='14'/>
+            <instruction instr-id='536' subinstr-id='0'/>
+            <instruction instr-id='536' subinstr-id='2'/>
+            <instruction instr-id='536' subinstr-id='4'/>
+            <instruction instr-id='536' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='7'>
+            <bounding-box x1='323' y1='222' x2='425' y2='232'/>
+            <content>Percent Fuel Savings</content>
+            <instruction instr-id='543' subinstr-id='0'/>
+            <instruction instr-id='543' subinstr-id='2'/>
+            <instruction instr-id='543' subinstr-id='4'/>
+            <instruction instr-id='543' subinstr-id='6'/>
+            <instruction instr-id='543' subinstr-id='8'/>
+            <instruction instr-id='543' subinstr-id='10'/>
+            <instruction instr-id='543' subinstr-id='12'/>
+            <instruction instr-id='543' subinstr-id='16'/>
+            <instruction instr-id='543' subinstr-id='18'/>
+            <instruction instr-id='543' subinstr-id='20'/>
+            <instruction instr-id='543' subinstr-id='22'/>
+            <instruction instr-id='543' subinstr-id='26'/>
+            <instruction instr-id='543' subinstr-id='28'/>
+            <instruction instr-id='543' subinstr-id='30'/>
+            <instruction instr-id='543' subinstr-id='32'/>
+            <instruction instr-id='543' subinstr-id='34'/>
+            <instruction instr-id='543' subinstr-id='36'/>
+            <instruction instr-id='543' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='262' y1='197' x2='307' y2='218'/>
+            <content>Improved
+Speed</content>
+            <instruction instr-id='586' subinstr-id='0'/>
+            <instruction instr-id='586' subinstr-id='2'/>
+            <instruction instr-id='586' subinstr-id='4'/>
+            <instruction instr-id='586' subinstr-id='6'/>
+            <instruction instr-id='586' subinstr-id='8'/>
+            <instruction instr-id='586' subinstr-id='10'/>
+            <instruction instr-id='586' subinstr-id='12'/>
+            <instruction instr-id='586' subinstr-id='14'/>
+            <instruction instr-id='603' subinstr-id='0'/>
+            <instruction instr-id='603' subinstr-id='2'/>
+            <instruction instr-id='603' subinstr-id='4'/>
+            <instruction instr-id='603' subinstr-id='6'/>
+            <instruction instr-id='603' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='318' y1='197' x2='369' y2='218'/>
+            <content>Decreased
+Accel</content>
+            <instruction instr-id='617' subinstr-id='0'/>
+            <instruction instr-id='617' subinstr-id='2'/>
+            <instruction instr-id='617' subinstr-id='4'/>
+            <instruction instr-id='617' subinstr-id='6'/>
+            <instruction instr-id='617' subinstr-id='8'/>
+            <instruction instr-id='617' subinstr-id='10'/>
+            <instruction instr-id='617' subinstr-id='12'/>
+            <instruction instr-id='617' subinstr-id='14'/>
+            <instruction instr-id='617' subinstr-id='16'/>
+            <instruction instr-id='634' subinstr-id='0'/>
+            <instruction instr-id='634' subinstr-id='2'/>
+            <instruction instr-id='634' subinstr-id='4'/>
+            <instruction instr-id='634' subinstr-id='6'/>
+            <instruction instr-id='634' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='380' y1='197' x2='424' y2='218'/>
+            <content>Eliminate
+Stops</content>
+            <instruction instr-id='648' subinstr-id='0'/>
+            <instruction instr-id='648' subinstr-id='2'/>
+            <instruction instr-id='648' subinstr-id='4'/>
+            <instruction instr-id='648' subinstr-id='6'/>
+            <instruction instr-id='648' subinstr-id='8'/>
+            <instruction instr-id='648' subinstr-id='10'/>
+            <instruction instr-id='648' subinstr-id='12'/>
+            <instruction instr-id='648' subinstr-id='14'/>
+            <instruction instr-id='664' subinstr-id='0'/>
+            <instruction instr-id='664' subinstr-id='2'/>
+            <instruction instr-id='664' subinstr-id='4'/>
+            <instruction instr-id='664' subinstr-id='6'/>
+            <instruction instr-id='664' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='435' y1='197' x2='486' y2='218'/>
+            <content>Decreased
+Idle</content>
+            <instruction instr-id='675' subinstr-id='0'/>
+            <instruction instr-id='675' subinstr-id='2'/>
+            <instruction instr-id='675' subinstr-id='4'/>
+            <instruction instr-id='675' subinstr-id='6'/>
+            <instruction instr-id='675' subinstr-id='8'/>
+            <instruction instr-id='675' subinstr-id='10'/>
+            <instruction instr-id='675' subinstr-id='12'/>
+            <instruction instr-id='675' subinstr-id='14'/>
+            <instruction instr-id='675' subinstr-id='16'/>
+            <instruction instr-id='692' subinstr-id='0'/>
+            <instruction instr-id='692' subinstr-id='2'/>
+            <instruction instr-id='692' subinstr-id='4'/>
+            <instruction instr-id='692' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='125' y1='183' x2='159' y2='193'/>
+            <content>2012_2</content>
+            <instruction instr-id='745' subinstr-id='0'/>
+            <instruction instr-id='745' subinstr-id='2'/>
+            <instruction instr-id='745' subinstr-id='4'/>
+            <instruction instr-id='745' subinstr-id='6'/>
+            <instruction instr-id='745' subinstr-id='8'/>
+            <instruction instr-id='745' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='175' y1='183' x2='194' y2='193'/>
+            <content>3.30</content>
+            <instruction instr-id='751' subinstr-id='0'/>
+            <instruction instr-id='751' subinstr-id='2'/>
+            <instruction instr-id='751' subinstr-id='4'/>
+            <instruction instr-id='751' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='224' y1='183' x2='238' y2='193'/>
+            <content>1.3</content>
+            <instruction instr-id='757' subinstr-id='0'/>
+            <instruction instr-id='757' subinstr-id='2'/>
+            <instruction instr-id='757' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='274' y1='183' x2='296' y2='193'/>
+            <content>5.9%</content>
+            <instruction instr-id='763' subinstr-id='0'/>
+            <instruction instr-id='763' subinstr-id='2'/>
+            <instruction instr-id='763' subinstr-id='4'/>
+            <instruction instr-id='766' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='332' y1='183' x2='355' y2='193'/>
+            <content>9.5%</content>
+            <instruction instr-id='769' subinstr-id='0'/>
+            <instruction instr-id='769' subinstr-id='2'/>
+            <instruction instr-id='769' subinstr-id='4'/>
+            <instruction instr-id='772' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='388' y1='183' x2='416' y2='193'/>
+            <content>29.2%</content>
+            <instruction instr-id='775' subinstr-id='0'/>
+            <instruction instr-id='775' subinstr-id='2'/>
+            <instruction instr-id='778' subinstr-id='0'/>
+            <instruction instr-id='778' subinstr-id='2'/>
+            <instruction instr-id='778' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='446' y1='183' x2='474' y2='193'/>
+            <content>17.4%</content>
+            <instruction instr-id='781' subinstr-id='0'/>
+            <instruction instr-id='781' subinstr-id='2'/>
+            <instruction instr-id='784' subinstr-id='0'/>
+            <instruction instr-id='784' subinstr-id='2'/>
+            <instruction instr-id='784' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='125' y1='168' x2='159' y2='178'/>
+            <content>2145_1</content>
+            <instruction instr-id='839' subinstr-id='0'/>
+            <instruction instr-id='839' subinstr-id='2'/>
+            <instruction instr-id='839' subinstr-id='4'/>
+            <instruction instr-id='839' subinstr-id='6'/>
+            <instruction instr-id='839' subinstr-id='8'/>
+            <instruction instr-id='839' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='175' y1='168' x2='194' y2='178'/>
+            <content>0.68</content>
+            <instruction instr-id='845' subinstr-id='0'/>
+            <instruction instr-id='845' subinstr-id='2'/>
+            <instruction instr-id='845' subinstr-id='4'/>
+            <instruction instr-id='845' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='221' y1='168' x2='241' y2='178'/>
+            <content>11.2</content>
+            <instruction instr-id='851' subinstr-id='0'/>
+            <instruction instr-id='851' subinstr-id='2'/>
+            <instruction instr-id='851' subinstr-id='4'/>
+            <instruction instr-id='851' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='274' y1='168' x2='296' y2='178'/>
+            <content>2.4%</content>
+            <instruction instr-id='857' subinstr-id='0'/>
+            <instruction instr-id='857' subinstr-id='2'/>
+            <instruction instr-id='857' subinstr-id='4'/>
+            <instruction instr-id='860' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='332' y1='168' x2='355' y2='178'/>
+            <content>0.1%</content>
+            <instruction instr-id='863' subinstr-id='0'/>
+            <instruction instr-id='863' subinstr-id='2'/>
+            <instruction instr-id='863' subinstr-id='4'/>
+            <instruction instr-id='866' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='391' y1='168' x2='413' y2='178'/>
+            <content>9.5%</content>
+            <instruction instr-id='869' subinstr-id='0'/>
+            <instruction instr-id='869' subinstr-id='2'/>
+            <instruction instr-id='869' subinstr-id='4'/>
+            <instruction instr-id='872' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='449' y1='168' x2='472' y2='178'/>
+            <content>2.7%</content>
+            <instruction instr-id='872' subinstr-id='4'/>
+            <instruction instr-id='875' subinstr-id='0'/>
+            <instruction instr-id='875' subinstr-id='2'/>
+            <instruction instr-id='878' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='125' y1='152' x2='159' y2='162'/>
+            <content>4234_1</content>
+            <instruction instr-id='933' subinstr-id='0'/>
+            <instruction instr-id='933' subinstr-id='2'/>
+            <instruction instr-id='933' subinstr-id='4'/>
+            <instruction instr-id='933' subinstr-id='6'/>
+            <instruction instr-id='933' subinstr-id='8'/>
+            <instruction instr-id='933' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='175' y1='152' x2='194' y2='162'/>
+            <content>0.59</content>
+            <instruction instr-id='939' subinstr-id='0'/>
+            <instruction instr-id='939' subinstr-id='2'/>
+            <instruction instr-id='939' subinstr-id='4'/>
+            <instruction instr-id='939' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='221' y1='152' x2='241' y2='162'/>
+            <content>58.7</content>
+            <instruction instr-id='945' subinstr-id='0'/>
+            <instruction instr-id='945' subinstr-id='2'/>
+            <instruction instr-id='945' subinstr-id='4'/>
+            <instruction instr-id='945' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='274' y1='152' x2='296' y2='162'/>
+            <content>8.5%</content>
+            <instruction instr-id='951' subinstr-id='0'/>
+            <instruction instr-id='951' subinstr-id='2'/>
+            <instruction instr-id='951' subinstr-id='4'/>
+            <instruction instr-id='954' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='332' y1='152' x2='355' y2='162'/>
+            <content>1.3%</content>
+            <instruction instr-id='954' subinstr-id='4'/>
+            <instruction instr-id='954' subinstr-id='6'/>
+            <instruction instr-id='954' subinstr-id='8'/>
+            <instruction instr-id='954' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='391' y1='152' x2='413' y2='162'/>
+            <content>8.5%</content>
+            <instruction instr-id='954' subinstr-id='14'/>
+            <instruction instr-id='957' subinstr-id='0'/>
+            <instruction instr-id='957' subinstr-id='2'/>
+            <instruction instr-id='957' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='449' y1='152' x2='472' y2='162'/>
+            <content>3.3%</content>
+            <instruction instr-id='963' subinstr-id='0'/>
+            <instruction instr-id='963' subinstr-id='2'/>
+            <instruction instr-id='963' subinstr-id='4'/>
+            <instruction instr-id='966' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='125' y1='137' x2='159' y2='147'/>
+            <content>2032_2</content>
+            <instruction instr-id='1021' subinstr-id='0'/>
+            <instruction instr-id='1021' subinstr-id='2'/>
+            <instruction instr-id='1021' subinstr-id='4'/>
+            <instruction instr-id='1021' subinstr-id='6'/>
+            <instruction instr-id='1021' subinstr-id='8'/>
+            <instruction instr-id='1021' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='175' y1='137' x2='194' y2='147'/>
+            <content>0.17</content>
+            <instruction instr-id='1027' subinstr-id='0'/>
+            <instruction instr-id='1027' subinstr-id='2'/>
+            <instruction instr-id='1027' subinstr-id='4'/>
+            <instruction instr-id='1027' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='221' y1='137' x2='241' y2='147'/>
+            <content>57.8</content>
+            <instruction instr-id='1033' subinstr-id='0'/>
+            <instruction instr-id='1033' subinstr-id='2'/>
+            <instruction instr-id='1033' subinstr-id='4'/>
+            <instruction instr-id='1033' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='271' y1='137' x2='299' y2='147'/>
+            <content>21.7%</content>
+            <instruction instr-id='1036' subinstr-id='2'/>
+            <instruction instr-id='1039' subinstr-id='0'/>
+            <instruction instr-id='1039' subinstr-id='2'/>
+            <instruction instr-id='1039' subinstr-id='4'/>
+            <instruction instr-id='1039' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='332' y1='137' x2='355' y2='147'/>
+            <content>0.3%</content>
+            <instruction instr-id='1045' subinstr-id='0'/>
+            <instruction instr-id='1045' subinstr-id='2'/>
+            <instruction instr-id='1048' subinstr-id='0'/>
+            <instruction instr-id='1048' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='391' y1='137' x2='413' y2='147'/>
+            <content>2.7%</content>
+            <instruction instr-id='1051' subinstr-id='0'/>
+            <instruction instr-id='1051' subinstr-id='2'/>
+            <instruction instr-id='1051' subinstr-id='4'/>
+            <instruction instr-id='1054' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='449' y1='137' x2='472' y2='147'/>
+            <content>1.2%</content>
+            <instruction instr-id='1057' subinstr-id='0'/>
+            <instruction instr-id='1057' subinstr-id='2'/>
+            <instruction instr-id='1057' subinstr-id='4'/>
+            <instruction instr-id='1060' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='125' y1='121' x2='159' y2='131'/>
+            <content>4171_1</content>
+            <instruction instr-id='1115' subinstr-id='0'/>
+            <instruction instr-id='1115' subinstr-id='2'/>
+            <instruction instr-id='1115' subinstr-id='4'/>
+            <instruction instr-id='1115' subinstr-id='6'/>
+            <instruction instr-id='1115' subinstr-id='8'/>
+            <instruction instr-id='1115' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='175' y1='121' x2='194' y2='131'/>
+            <content>0.07</content>
+            <instruction instr-id='1121' subinstr-id='0'/>
+            <instruction instr-id='1121' subinstr-id='2'/>
+            <instruction instr-id='1121' subinstr-id='4'/>
+            <instruction instr-id='1121' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='218' y1='121' x2='243' y2='131'/>
+            <content>173.9</content>
+            <instruction instr-id='1127' subinstr-id='0'/>
+            <instruction instr-id='1127' subinstr-id='2'/>
+            <instruction instr-id='1127' subinstr-id='4'/>
+            <instruction instr-id='1127' subinstr-id='6'/>
+            <instruction instr-id='1127' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='271' y1='121' x2='299' y2='131'/>
+            <content>58.1%</content>
+            <instruction instr-id='1133' subinstr-id='0'/>
+            <instruction instr-id='1133' subinstr-id='2'/>
+            <instruction instr-id='1133' subinstr-id='4'/>
+            <instruction instr-id='1133' subinstr-id='6'/>
+            <instruction instr-id='1136' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='332' y1='121' x2='355' y2='131'/>
+            <content>1.6%</content>
+            <instruction instr-id='1136' subinstr-id='4'/>
+            <instruction instr-id='1139' subinstr-id='0'/>
+            <instruction instr-id='1139' subinstr-id='2'/>
+            <instruction instr-id='1142' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='391' y1='121' x2='413' y2='131'/>
+            <content>2.1%</content>
+            <instruction instr-id='1145' subinstr-id='0'/>
+            <instruction instr-id='1145' subinstr-id='2'/>
+            <instruction instr-id='1148' subinstr-id='0'/>
+            <instruction instr-id='1148' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7' end-row='7' end-col='7'>
+            <bounding-box x1='449' y1='121' x2='472' y2='131'/>
+            <content>0.5%</content>
+            <instruction instr-id='1151' subinstr-id='0'/>
+            <instruction instr-id='1151' subinstr-id='2'/>
+            <instruction instr-id='1151' subinstr-id='4'/>
+            <instruction instr-id='1154' subinstr-id='0'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..17dea229b583a8d6448891e4a8c0561c390f1f06
GIT binary patch
literal 130115
zcmce;V|3<C(=VE2qKWNHY}>YN+jb_N*tRCNZQHhO8#^=i^StkK*1Oj^`^(wamugj4
zb=U9TYjs^+MI<XIOhre{2thP>7L^0RhD(cUqi+tu$w?z=WNqSTic3fP)g(_NY-Z_b
zWRFWDY^mpHBxqz{V`#+94dLKuZ=`1h;hLVIA?2{!1mAwDaz$Dothw_G*G;nIAzG1o
z`H4C0m!%t_iKSd=HRr=eI3W)!v=4x`Lf4YmxphP!Fh+#%<LL$1g^ki`a7q2=nD+)(
zxz~$Ou=%Ieyz=Y34aN3`@-2>w%zT#h8MxYXCyS1<S7MQ3X^Av*hS~A;tT|Qb%RyFY
zgksJL_&n77xOKhr<jTmM6~Xzh$<tPM0*v3nM2o9;x78a%!cga|6*x1Kt1TAlztx+$
zSAXvo#doPq)?0!SX#~VYzMkN5%Mg%b$#WHUVqL^_oq&AU2bcEFwWc-{1RTj4CEpdd
zOdf-^T6>irjzc-Knj@gLMU}QGZJvf3{ix+B)mR&CRA=cyo89g6)Z7J^>72sY)s-A<
zOywvhAl1xwn`N^q3AIS)%{q>6M6<l2Rg!U%;kaCZS@bB4oOO7QO6x3}qh)Tv90tr_
zxQ1R#Gwdwu2pVm4pN;j%Wp9_(29ntJDf_v;?WdeCHAUwBZi3{>p*5vX`|hK>ewZGi
znZjXy1%dX<c{5`h>(>R1Chn%L$L#|eNw%0?pCQwn)}lk{rJANu2J+)npQrn2y%dF$
zlS5-{2GfR)O4{@A<NP=dcjc!Cp|6z%JH(bqX*2D6c8196=C2cW`(xTY-icWVww8?k
z>Ul*-6Xeswm5-XAUGR)i&Qiv7RxB7dfGe7X?7v`3YhS}={D|}5lbQ%if_mPUVtTF=
zuss8ri^JEMGl<QQ-cl&~&ls4=!`*df&L<m^1|k{=z+$;zR-&xSiA>O7a*X+gXR;QX
znh}fH`mHidG6K6zZ>rc?SGlkW*$gZeSamJ>k9_(4>gEXL!nLZxF}KR5OXXBOMv|ZN
zg{Kd#<RSCndT0|aV|_w^Is5aoPGSU)V=`!-=iF6n;++Jyl^$qpNor%pam!CRU~9A0
zBv{|bpW|@!lQ>nZ<;Ys?5~(88I|m*~mm(D1bz!|5<64v@`hVbLpt=|*V{eQ=XrF;%
znG2XO_?NFJnSg*149WH8-Mvg3m`g0sZ;<f!5YsH1O1)wsl+|x2!SMogvyN?LdxRR8
zac&!U!1A(b;X0hL9+3344mu`?&17$0nvssJ<oC-N04yEH>b~esGj{-PtMcQnb?!GL
zifBbA-fVwIt`0-H;V)){9v<qdJA^TqYe7CG&Z(d}0EeJ_OZEqAzYFpZm=M0op)7!)
zNNNj@#|?M#nT0mqixM-bX_l`8Wh+_N_qac*!*8mQCMCT=VK@!eG`1X|&fY$=J^~Y=
zH0vpFsXBcNkzIgHNp+^6lanc&1+FJTJGbv6r#}=T!)CD20cfL(z<2z<^llW|<sgko
z5-{MUNC}E+I<EJLrhvh_x%|z9#vQoc1{l(?)|wK0iG+!f2z}*}KVn%SHZFKs>`W{(
z!zRLBR=Pt7iXYw2PGFaj!_>s2^|m{Z>fH4x;$Dp(hbq93n_)6;omQ4Rl!CJmc|&dN
zVzSa{zl~aBM+W7Qj}#gD)Ev^`l9!0bni^mWNodyYa=elC>XwQslghIbpBncD8)9h`
z;#$A{yPua23}ZIk&C8Z|<k6LSYak`Yaq$n*`(;9>9G0lzbP({AT%pE+0$lL1XIG(8
zIGOb8QP&-973TejkpN+Lb|G(9dtM@}2AGL05AG&12v^Zk>)R388YSw2odKayuIJ3=
z=$b@~fn_X%&Bz8+dBq<wRu#6WbNWXi^y`60{Sa#2x#w>67_i+hcN%Kcfqi%&*qN7*
zZlz4tjXt&(_GZb!WMWr=%)=OXMuMx$3?B$|-HSx_(I`6K-n80wu%%E-I!EZoKy=TO
zZoEqOTLspzvnB8nkmZ*|4^i<PL4A)EO)wOKXB8_sYk6VvBOv8g&t$o@^{_6zc6?=s
ze#|?0o=N^pTUYDhu&QL*3b{<aQK!rBA}K-;HdQdcEs^*wxppX7Eq1zQU8|OmU{(YP
z(?S^bI|jk%m#TU;we&M$k5Pd^MX(S?V6`YL8v?0Jz!f__Wo&3>NWx42gu9DSs@8nr
zu}4Z!K*DJLBg-ajxYq12TvBpS?9qv{{s%4gFPWENtP_dB6oPk%L$?uUAhN<9@+3i|
z{KqjM$^jph&{om+))RgMZk}5B&wYf_wx3~r{Eai%?k2T<LZqTp@EnGddbzywgp*DA
zCwc~$ZHeS9bqQuk`41beP&fsG3-M1=jZutjQrL>g5d`6cX_lP11~N}kcE5KORlgg+
zd65K(7jkc32P}!V4icLtMZr@hMFs<JJtqOZ(enIWPL~_Iw|f3j=Sr<(?-l;!0+|LB
z&`DoIy(vmkZjFPsBM_m6D*%aPx+AK_9rn#O1*ks-&igS|XMf`vIiU!E<5D3aOy8Md
zGHU1-ayb?C!HQ65CNg3LCAw1O8g9{9N%Q0HiWy4dBYC0YR&2bAP<7>wr^vzKdZN`F
z6t74SO65ogiJaDMc)r9oOx64ssDu-uP`S1QKYco;yUwH$$}%Vl6$}{9MJn-<s(XDg
zBbm;)ww#wmKdb_V(W=C*KEU=zjONiUgr7UpH$>{tLW!4XY8{^EV#%yyE~B0_*=fRb
zhZ1{2Vd1+>Q76Fm*x%UP)n`Ved#&_AH>=LiFmu&TOiO}?y<O-7T&kfgk@TuH`eX_#
zF}vT_+(>lP66cmqf45?lhrt>GQf3yz64u`%?}Mjy0yXT>p>$h{>q4ltB|moo?E8`C
zsHViPNipQHx2mu$kQ-GX8hj(o-~C0k*GXA$fm%q|IxVlMLIM(za>+Ta8ah<TBtkJd
zjyrxELCMRi&&VUk%Lb|56_)&vx{zCAJ~|^>!`H&)@koC|r-H0^oruFhRo?JB&NL9P
zRDKAQ0gGZBQQ&F)VGqD8c-<pY4FLGy7?8^7%(I1L3uB_os%KSIZ5#0Cz=CYQn<@f6
zGY*x#Xh@GwxP5i?Is&a+Jmez|gwe;IrdAY$O0{tn1^irqC9q99EPAh5y~KDCcqLew
zV)jkR;MO$j7SSj`ro}iov@TD7Ha;r%&*Lb3DX7GyaeoZ|dAk9TE#%AEW|}mYM@UMk
zbmF1WXf(22P%)exTA-j`2g^cwG>`=}WD5FvoS5^lyRT_iL1aJKM|BqOmNW*6Gj-z3
zKA2w7ytC42G}I&bPzVe2y1$hmN5eS2D~9c_-wQX)T~msW%I0a-UU*W1t_cjTq$x+7
zL9l7MtYBIrRW~L82IN!Ep?-|KQjc&BQjADYp{firTjq0QIgYnCiE|lO&P^(mxyT;M
zIN3mBf%ufkPa8G=l$W7NXu60bTPlxG3req;ypd9VKtwCCimpxGLVgGv)C5!dm@$bd
z);y5Op!2%zeXX0@)~{)yLSlpjr*Dx<sTtE517=QGkEa}#ji_dMgmYMx)0-Jo>+E;E
zO}8XPh|MDm&fnkH3VqEO_;?a0Ve^}6$Q<(Agk$IOwgFsz+YD$MuLMUx6vzNzQg!&T
zL3_N?KC<<}eCPbU$5gwX6SVi3PQT+_qk?uU4wyDRT>DzWBx|OKYpDhVFdJ!Kl9Zfg
zcc(N-tbXsCNp(vW8qKbp`;mvj6w%DQOVeP8Q;xdM5QVoZ|60Hu4R6<Hfpz_<r7(^R
zntC{2PhFsbJ&7FVH}sf~*t%3S6{^r?<r=ztp*U6pdr5H|wZNoAM%qpL9id4X_l4~>
zPKmLD`gwbO_*2$d*Zaw{<3Uc!#IWTaW`_5-z(_amd2s0f-K1v*v0>X1Sj42-QoqIA
zZXZTS(AprX+mB5pW(SzAD3oXkq2*<bTx?qFFc}3H(R68z^lvWTmo-u-4}-auWiFlc
z3pHO8SXViP9vcW()Rgk$&GJGw2i)}YP3FJF65KjudDXRQoNs+AW1uB2DO`uRoxa2p
zcbnR7x?m%`PGr^W*)SsLR|b)@2l+UkvH5W%`(YKY=tCP0KmQmJuY$J|)q!dpp~4jv
zAkbr@R=BIEgLsWdFcJ0$rl#$xvu|yzdqffD5A+SI_m>V~U&yOOqHZ^4Fi<IWV1X@}
zH|zR?y12N@@x`xYkmiDSJe~Fn*hx0WWluj2KS)w=4VtwwT++7qi@Bc4w*-is{e{~b
zbJLeDwI$MqPt2}2IB{Bk&b+3A#z$2CAC+ejw%-!pj=Wt4Js&u_Ua=4x$3Sful$KIE
zbPA8Ql8QJ2A5&z;bRY_o6uaO>o{YUle!ku0@~pFDplyC;Q|QodD`eL}Sne>Lo*G@E
zka3dUPa}D;U7!V8A_Vg~?kQN@$JnSMl5Zb9BNk`bD0}C6e?WrS0K6Gl8~*FA@>TkC
z!TEcw`BPw^XJCZ*cO%RHy#BEMpIm>&xt6U72V*YZLfz@6+GUf-FUve@sodyF11izG
zU<nMm^&CW3(yc@F9R$4xF7!KH2yVj1Mkwut30(EM70N=}b|Qy{&Ts<F414`QAwRV}
zSYKZz!=Y7pGNpRwmtjrDJh6LtP;mk`+xWn_yS!~SvYwSK;o{Jca1t`N?t^M0&>Cz$
zoEvuipgD+zIog)9tkyV8IbkLBcFm?%!ZmjX8!<Zq#7HM7zja}AT5uG1c051Unx(^i
z?1b0K^_l`eXOVor<mPYXv3fQoTC{Yy87J;O7=KRWvvH11`{wovU}M68S>G&HzOmb?
zW?t>Ka&eU(!|*JbrqgV~R4SIwCT_&sNkB^i<Zw*f9k90M9-M-Ckmx_EHx}vl3S#9P
zoK`3Qy*8aV4Ry3fU#Hb+*i1Q1#A7DCnpVwtR}&o(e{7xy7Qh^2(fKwA++Bow_K+au
zgA0JcEdS0m4Vg0ooDzFtobO5ufU*LPgldhvpD{3?4TN;D$CM0!jUzb$LD|~NG0%iQ
z%^wS<e2MclFiz(!T4N9ozvT%*>GHCXV~dl`A*|Fd-_&gBpf@p_2;S({eUz{c#H)F<
zDhXUSK-qaiGx`wos8^hB{Pv*zr!+3YvxzuX8A$=lCToLzQ}ZVA-p1CMkBQGZ&Z-v9
zjbOzM!7&@2#o#!nAMXWPFrq$HHovRn+kl?BeF#>H{~5+6JrOj7g!^kUjt$l#+SX<6
zF2*FnkfZpK->3H}DBM`;ROv6=_8&K@D#ewws9U9>fXM)SNfvn`^fI;m^*=r7Bc2vt
zYq1sd_w1MKxWt)O`Rl<O&;@u%izz$C5sHPmDd3x#V9X=FWZoug1BS{;&G-)kjX1$6
z9(iO2D1C<=S@F>-fP%bZ=@Dj=uT9AbosQdP*X?JLREPmZLa9q9R>h9)l~e8=iOh?G
z{kZQ_o4!ggVUxvx2g2Nl3H;47kc)qX=(a}gLpv3a#UxrF777n|R7PN+O4S<-dBx=h
zV^52TUBy5~w4;%J;swbMA}TA^X;6C$_48CWLB0*`6?3ozw27u{1f1`1^T&C#FoDI0
zx){Cea#?>WtFf-s7LN~du51@TOv*<S@(`S`E4n-oYwu{n0qDGFrW-BF$_=_d@Zvxo
z{#tZ_!c7N~DU)h{yK{p(9(|QRB|T7G;2cC<5cYZ5A?mQCJ7f?1rn(dzlONtZwj6$(
zo~3`H1MnNDRV4C^`)Tg@SloQqZ$Dr<-H%a5)ESPg6u!eiiW$DW{qLEZKfBXOwC*5T
zMSf%fzK40i2WV$gvEYW2%&c?JZ~-7Bph=HA6h^O!VVF8{|FRAXTwrP=^3*v<lxxSl
z5}9HEWXp0jA?vUJiQDN{{5;D>PpUJZ&tDB?z(PL*Zi$-T5XFr}tDn&n!hi3lS-F=W
z*~10}@dDLa&*Ysl>nPSR2gEqwlzFC;Nul(2ma4vA(F;r3vwH`knvb>9?36jS8tBUt
zsp`b0!|%9+;Vg-vKuULumlxf{r4D0IIQqum2Qc0z*S%Q8ThZv{sr*Yih>55nzKCgB
zZyrNy@$CWOj*b^nc1h93V`)M+fJ${6u-Of05t4SR1tnH&kH-+#^-=biG98E3hwrg{
z&Z;`?lBGy+I_G-4lMP)6b>DS~gC#OV4Y#ISBBcq1)tB^OLRXw=!Zc!b1^V%urn|Jg
z`cro+Oi^`^!{^2_cMeSPPf|msWxFkfRGPGo%>#6mS@@Pz7|7XXI|YD6Of3{p80;5^
zbhelf9O)~)PNV+0M_TIeJUq&#!9`vZiUXiNGccQ0=}3ife~E9fO5jKLc(A;<L5~`D
z;%rU%b(^~=?@LRLMJ57pZqnMDx{%*t(6ywRArv#V28iBT7lZCz+5(~qt<vdP*dM@z
zBjOsrO`y?1K=M-r+=$!0AECg#{-7S(k}<P=d0?)z^))cM9|P*=qwm%o#ro9|u>^7)
zE=3T>7bPsN-R6vyofj-xZ;1c`(4C@_x<ENI;^sYAE)3zfa*gy2TejxWHtlD@Wya!8
zYsUyM%!V#Rb)AYDzEEr**!wgXZz^P^PFLl(c}e8&Q$}FU1qiU*QCK+%MSwrC-qXYV
zIOvGTZi$Ix(3jcGdK=TCCgQu(zSDs^v~&`MT3vE#6RV=^Z5ed;B|;$cheKO=If~Eu
z%)Y~Pq?;&7_y)ED2aw;0;9{1EjANGQ;RKsFD@1KEj_X-qH5*;ON52d-L-P>BUKOLA
z05(Ij3d;T5s%wegs)qS;<v48sW3U{``R#x(d}3tzv^d|sJA*q2R<}M{fJ8vygO<3B
zXzg;Gm?%?ropEAxC`K2V*P!5vhmnW#`$VnwajLC4A;DQa`gCck&nn0zRKP&mZqovn
zQ-g=g<3Ist5l7^pp3g_Yq`(1_5q`Sq4dHX)$ZH$0b_AIq+1CGVhpI~hLoMQ1bzR|s
zzRU!@IY?a+=g}fI@;$(9vS}z5nAt1bn8R*5{7&xx<e9zYGI($U?&_6N%Rbl((48(U
z50v|Z-J(D(J3M#|M^4}FId#c43vbNbG`)Kuj0m-%9P#FWSM{caKFo(C&^1+p=|Q1p
zy-veiyu*$zS+2y?MPy9hOQMcBWhAIv$kGT(QGq0TLeZE)Y&mrjt2UoW1JODp9{FrE
zF3a7=TlB})CVhq&>Y^eq%rMz1ELz5Mqkr{ktOyBo@9o?uquSlMt}4tKptVkZ%K>_I
zoi2umXA-a~?Epx%p^RxIN%mV9cH~xx=h^^epHVk#4OSQ<**mPFOPtlQ0N9pVA9_S2
zza%*Rn*Z3GlUR2%A$xOW@Ol@m^)@n$E=abF7360&Rf-BzPn6gJc;Tn#s5w~M?mR+K
zn7(*`LltCt^d3la_sHI{3SZ*3QaBTvGaYMOAkUVM=`Ru!J?N$rT=GpoXId>YmP$Ao
zWr|-7=!kty7wG49y@+<$8S-NyZ2*-~v|>qj-IgK(35TlYGF?^4<(d#c5cc*modOm0
zO<7mu&6VHobymqMarQ~C1jiunu#mC$*2E^$n@|LzN`J^BIVe=S<+GBRXz~=6PPWRE
zqz@Mvve&nY?FcLg2r_xope3|SQ1`*X#USC1E)fQM2~K%3Lt$}RDGl^sJ9UiuayUsw
ziaE))doC-E4!+O&0(b&=FBaa4U7})N9$nNdzjn-QadgvRYd}~Vy<+Q=uX?u|^_z_7
zU&@b3(fv&6;W*?s#`_kD2amPtA*pYVs|^}x8F{}k52y~ml~DuPHuu4YIJie^j2i3$
zRm~L`W%Se;oZjhAhG}1vX4TU}fRBkt=81DS19g5pbm&AI0g!-XqLQh>Q9!x2p4cwv
zn32^_2e@2~g-u7Sok(8$YNIC?rw=D-ly%ry!|0Ku-Jr%11U2{AnKzS?2bv73glPa_
zhP0`#Y(cNo1zVz%lFYdI=HwWP!{hTSlH(V=)rJfNS+n{`o?>pi71`}X?4}AigJd82
zZ?tj+l#N}blrB<=AazMmp2hn{NeOaE9;@1u_1|Kkmiv7p-=QhZ>7_KS!_U^~7g*6O
z%a+?#odsskE<Bu_$zAwdxn&Sd)QF#*=^j-i+|tHZw*?bN6y`_EQ5nF=?SBLkMt%=1
z3g#jfQhzpAAqwmq5wC<AY2&saI7m@c=)1t5H!OtjVb{9UzA`Q#vj+G<;g2}N;SgKf
zDWmaFd^{L6o@@sX?b?houocKMEHBUGCFv-{$Yb3~{}{cO9rv43kgkBpLPL1<BYGvX
zA%KvlfD=vvU!hPKc6gXX0P0f;*P8yvqY%VXTg2I?TS&e|UePL^hP2{D_JmP=>Cc=<
z$ZIPY6`^b)dk#4_ShZuE5PXuT!Kl@Ay5C$$X2`KjAqP7Zsb1kuXs(hT)_eS)2?eaR
z3A4GXds@!=2)VJ=9HXd~)zd1LcJK{tCt7sjDiFE+4TA`0Ht^V6Ysu^eSi|CEZsJ%f
zdHvrCxfFZZpEJ{a2B$e|pd`$07+Fpm!ZD5sdomZrDBYb;xC6ulu`Y6A2ro5B{gEl!
z8O;)-GIx2R_sBvl-Nl}S`gZ5;qDf|)6E2j?w5zWQz}%BkAgUtG7WHMQMNqWo?Ep(6
ztI$4yQEtmN^s8+Y@IavR%<?X3j>gD0g5T)oh^t-WhS8R7JTzDx5-dP96MHZ8VFQUF
z*M5Krt!vI%pRJg!ak+Ur5q|9G@xTeybmpTk^E)6X1J|3(<e1v;5g5~CL*F>8#SHyK
zY|>fZSmV9)C8h$Gr@0|$h-yWu_@$4Sh6_^rq_1ogNr03{eoSS&M{q6Ay;6Qsve>+L
zGNT8RxoRF%EO#^pzs~7Rj1Uq!OyJvYW%lMQ+=)7eI%TIz&%|E4HfRUecRh;tzJ9;h
zT-+!H=j7wS1vBjc{{u1w?&gyMudR`zKYf|nrcskn68<j3`e=qOt*~A#)gqt=nyR%J
zng<&?_#5Ns_vo$ypnfj`aN+{<`Q}nb5{8<ojFbE#YmNQ*X*SNf`~HxeOTQY!I~#Gr
z`?q{z5_ZjaZYcR0Ih<QOvma$Tb}PGe`_vQ?^+QsTkRuUVEoNa4>o$7Rp=tc+`G$tY
z39*r@DkqahfeA<r$q@>kGY}kcRC+nUr5Uu7!<tFlr04}#hK%-{7H4)-;ftQ+*w2jK
zct5v~roz>*C3fjYBsyaVFRJWO>i|`9;X7U$M9G`>n^wXMMClBMQJwb1<Q?Wp(9X{f
zME45T7(>M(J03|6h+0lmPg03db8tl3XIJArsMqR*n7fD6qLIMGPUe+<tUEsZhAJ$k
zP%ZoxDyTe%o^?c+7~?_$Ly<gfSB5f50HvLZs`nT^jG^ZVsIImi6Jjl@r`)eUqk=yG
zL!;SUkc^HZcV;M5pcOxym~J=6(A<%KD#BHlfT<L~<{&Kz=0=FYh#AwmtEXcwdeXMf
zdz0P*s%96vokguqCctx)hqv=mvVk@4Zi(EH!12><RE>OL#opTZ{Sh1TDyqPUvdYz!
zP>22C$kp^fBxo?a>h$499}trlkQ@BqyAkF*TWlc*E|p4g5qPtOLl?oa49yH=@1+9w
z*5ojycUt59=QkWaXX4JR99xMIlw&YT=Hff-Oloxm_QFo~=J#!+l1Stb-BIjAOZdK`
zQ2}-(5U>=VVrQI;f@kLQ;iO^DWk^wn9wr(?qsb+kCcngEYa-ZDMMP_-C?}zq#AG5Z
zWuzE(1<FtyQ99vm&y7ZAAX3<L>ns&cv1Qrw>Pbx@*AKQ!Zyj38gIfg=gd<M-&8Pqj
ziqqoAb6;4(p9{fy?Cens+H!K7T3Uxi$7WNrl{X@(K?GKz0KTcC{t;Zh#0t6W=1mr4
zUi71q@eL1Tw)fL^sYqK(h2?1t*ex)>d3}h`4Q5;lkN5G%y8Xmk$ZO&Yw_EzHR2Bt%
zN3BoiSmS~Wxg2H)n?8EN*YcM3TCMD1v}3To<1n#K_F2Y_iFV`p)pUQ3$QXr2Cb*MJ
zio?tkC{x5TOD@Gm=WWFzcgxHzx_KWZpH5uoL1dR{xXmtKVQE$eaU9%*)?xkV&6FfL
z^)k0yjxLX+TZYV`Jw(T5TW*Bv>V}#mZ&B4VdW~tRxKwZ6HqyF7BL5{s&3&++2q!Qw
z3WMt~(ovF0ely`+2?SzJgHtouxztM;hHM)J)YKyWOXQPhe)<*2zlw@1;XDA4kf2Te
zUR4om%bpUo)aYrQDv|Mu1Z5x}sEE_lBrEQ08HIv;1~~mRkJv0V+s?m0T!wkH^e2hw
z!o+wJ0W`G?Zu$Bi{;BLzxjYOT)^@LgdfZ;}b%fH=g<;U6r1UY-`6os#Xcsl9OR^!5
zS`*F&n`{}f`v{lP>I>H7+~^1+A^nG<3V(B>8$<RI{@6^OaOTXcLP<6OyrhgbLXq>8
zbo_~c*;TDQHG0>`bk%}3s#KLuW9Shm;ZDXVrjWF%JWh<v<_Cd^ePSAL*w}1LUL~6x
zpElT!5>sZiwi<WITy8qfB6rl?jd`I8LjQ9kpGZDCnzkK!!0NDmql}jc=W6NJJU3j8
zmWueGI$Q;d9}uo`37ftz-^|lX(~DJ@5ox<B8>LWNZqhZj_0QQ`G2x0%(;w?LxS$7N
z4mVw%T}bkr)oPTr%(*dYmf8`<w$M$r&+IY|>6J!4>aOXK3tspa1TP*nWZ6W#Q`e>(
zh?^o5@>j~cM{=_4+^->vH{1zULvz3v`jcFhO+gpb*b0+HZ~f%Uj*j(+5@8?p8|-4V
zQUvAPtudC7%@syHH%-$ye%r|1EU@~{lINYq58uBD_$deOQCDu7k}y3K^8aFK%r7}p
zBj|K0G6Z%kq?R@nc3$OihzvQ=zq9at-;>n63_C-~5+Pc~FQbY4VOT44jv>}-=;M5)
zP8@#&Iva+6p3Z3w`YAN_uH>x0nL)~;qDg*WTvT0jWAEWWS$bo@b&~Tm+WA9!;3VNw
zBkSjrq4MJ|h1EvZ;H{apSF7D7%8Uae@&W2RT2!q^pbAvu>vcSgnxe3M&Kl+}ejxU!
zN;32lroNe#njV^AwvuwJ>*sdaabYusaX$3-{(B@7G0xP}S*&yX3ErV}3QgmCGcs~k
z#0-U&IkoHlAT$Za+m~=w&3q)-M#lcRrHgiTW0CazNT7L2H=az>iWan}0s{MvC%0=F
zhTx3zd47@f8LY|*_U{E7glQ>NIU~5I(Vi6BLbV3>3$APDxEY*G6j*`j6tB^lrV#I<
zwUSa!;fA!yE72`cMW+Pg)fZ;O!O2zhbl#kOE%{v<{vu*1<tDH^<<?iW=I4}cr>@lT
zz3hG58%~~^+w2DKC+sp*sCAwA22QoQlljb@IS7Kz%P@0RKZfvn6yoee%SUPo2rii=
z3x=Qsdmq{ssN1qNZ6xR^p<9Ks);+-_=1)sTcxFBNQcsWuwyAGM_@?n)37(syv-CS+
zn@HJv@k>r%B1*JrHfR|GFlEj-clOoo)7PZDpF0qlO4-hKRBa=W!&r8k9<?tD(J0lY
zRzPQ+t`>B4$A?$37pNpfH*Cw{vMG$h3dI5=Nc0@b5`!<_foL6N1J^csn_9OeB7C++
z@;yCw@h!^<Gx2SK87`1~TO$Uv`r}(TTo#+iIGUG+G8SWgvkrHz9~ui-KXB)_IB_Ni
zSxI%!OOgmjuq>(`sLFH157~AnD92SSB8^aQM=18GNH1OG6agstGG0t;9TL$2-LmsC
zWL6yZ{H`3Tz4RscOf0<_(X088=70@v-B#|lUyFe%2$!pymSS?-sx!L*p)zLVm&=;-
z6#Wj}Ppmk5k<MYNhg<_1+JEX-plSreX}mjce{s&uVvZ-{Ga^fFMXvc&>O0r>Z5}Pn
zl~r17nWSS7ojaeII?RWCsL35R%<=m)g0_?C>fNr#UL2B=Jrx46!A)dzzYbyWW0>BD
zA_tp5PY<i)%MJcm>`nq)^RLk{p!hY|%*25VdXR}K`$W4OaSgR;^FgK!SbdKKSm0xc
z)c1vmiEu{|k}|{{ANBZytviXti<O=vWb-N!UsUF;=vnZnEnOH67p>&0z8BBn?l<EG
zTNOPr@9ta`j-&vf5M*LaaV6YVI(tP%&G78;rRX54y;BaCU4lXJFcqzS0Xr6h6ZsH(
zY&!`}pk9Q0un#Z6+09#tvOt3&rLE~hrE%BQZHF+RVW?J|F7yJ;xYvhituD|^B+8I}
z44A?xkEYUaByOG%Vaa}u{^(m+=@<;jOl`xZQK%|@?d0GTU=4f_hUl4z?Fs3@GVLI=
zD*J*i09*8|dvdLEG~_oXAAfS*19^>)>3tNqVL|y|_gfVoaiRz^Be89+l-l4}fAyH6
z_Dy)TQbrH?^2TH-<XSSx!BfVpTgnNw0iB$-TntC10z_qyc~lQ%{g3msS{^+raxjX?
z0NQW1ED+i+j~_Q@@11Q>K)_VIK9T+Ow-EfTqdfdL*&b&(uvCYv5Q04s+`Lvml@;T^
zWI_k!kb?3j9H4(gc^AM24Ayc2zu`=@07o<InpKZeX9fk68Zis_FsR^-dfyL?=n!D6
zSnUF>>g<lK=(IlaAQsYU1CG~ohz^m2Nk65*c4<{=>-XoJZpk=IIGFY4M4yY*idSII
ze!vX_pCDVFUu{c1r3LkFHeTDbMWJ+ABdYCgE}D3w!(<>Me!Wm=OA#K{qt$ilbZ(3L
zzUCPA!zI>qCkbv|bV2x`@)Q#M*!=UZ`L?fwHrtk1-mIz94*W5}*sx-m0w@;UV=mQ;
z#JOuTZhI0J0Y`EdIT`YiL>7iLS45iBgm5V~C7QZTv<`x*1L_?3DuB%N(ZVkfG89x5
zlQpA%#aiP>Mr0a7mN55;o8y6bH3NTVkB{eRFY@S`SU{f>TMZr!>~hoVkg$w>WK2Y=
zTCnBXYGMLF4f+&fh-vJ%4=6l!kC>3aD;j(?n{#Ky{9vJ1QK-up($Ll(loB}&msf2A
zrYtI1c~YdeNd(fzBajjDYNS6@T>OjnN(M0^MA;*RK&W%i5}SF-gadry?{H4$Ay`u9
z`rmX^cM-t7vNt%}&_Ie13D>7%omwJNX-H{G57rQ`9_y)B2sdQEd(~iT1<<)sg2Z&B
zNP!Ssx!;-`q~BxqYzb@LV<Y2x7ewJ&TNBSjy8g($5odK*I&C+cFr6fHn1KM{OaOZ9
zx51LAI|vp3KA=$S|6Ni2oJ7_PnOIgAd%(aInRv?vyCAxac??n!_Q!QeKh!DC6l@=r
z?FC50A*<a;6k*=pMHPbb;~R-*GkDy!X4cI8{dz=jVzC`DYGm-*X>yLrbSg5}3wgl#
z@+dx9)-V;UYD1E|4dE$CC{!d4pd<!Ed;b(X@ByOg2x##ExPys*-Sr(s?Ar-Uz?t;K
z;Mn-@x!SPfNFh@~zGBFjz@6pDx<tR9Zk*>3k;4Ip%jh~#E24;Ej25wTss(&f0?Vy@
z^Y*gG=Y{jM$}Wl+^)+hTh;i=0^~sEP)d+Fy!Sl(EMnCX~o#0C8j@5DKmb$qY#>T{P
zhR;ERD?-#PF5h|5yHnlNj`5nw#?cAqn}y{>99mw4rm#Ak{SKs8MSUL@gI6aOeVV^$
z!o*_L!NX#f8EG9hpV)k$pDI`ij?$=X6^#jLLE`VJ=lpj?0lq-LD~rTfCPmm$-x5sZ
zBhz5+H>fniD|cEZll2w(-J7H;GzACJhi8;r42c6JPxxKJstx~Ti1q$#hPuoUWYKHB
zUc)Ue%$2K)lGK6ju~O}l>zqSfWoW@OlW{@UWG8}Z<}6cU&asx?s^=uhp;MD3)vBi?
zsgSU<ENG>kta0$hHRg;9?jgpxEOBLmSy5t)>>`Tuk>>Dmg2{&b;F5WJ>O3*x7PK)y
zrL=&(7PRo*UzEp!mS=Vj;1t8gELaLpSVT7WR;G%PyfeKsJzs8lW+^e>%&jBK!t9LX
zc&{NJJ~`)?8{LkP$)<)QmRC3Q8&e$7f`U;Tc0GMQKJ2YT?T3>12Pzv*$J2CC(QqlR
zRBWve{vmnDJRG!RW!ied^i=la8G|rER~bgc(q!uN74508ffe_(>DTgdt5;-bF@9$$
z<yJ4qFk<{DuwhhwwG}29Gn_XqyGMu+wjmZHt58_A^RGiPMz`y`Y){Tz<d!dZ<kD|@
z<<hNv<k~5I<=V=Ad^f=W;oNIYEkc-6eya&7DNw@w9sMj+=4Yk`@`_N}718JE<KvgN
zb(@{sQWH)%IFs$=`4pDE{83j&1D4kQc0W4s0=#ipq!uzlJ7>=@#&*IFr?f6bP(PO0
z(`%0?ru|hoPHs;qDl}5!bqC?&uuxA>ZhGpehN#6qcZdo8rOHIs5ykY&5AO6Jk0;7h
z5>9_TzU&SjD&*8)KK$-ASQr@Zh1f8^odMSxwDcf%Q-JZuIl5u}vu2&I+ET~zmCjG$
z+;wL8?02S}hFd1xigzac{9C57=J$IO42ZVZQR<$c0_VWSPyZ{u7ydwgzeg)20TV<4
zJaQ>&Jy1MTvUoU^ey%2pTtDIJ8Rjts22(w&TS0m`>CN$#CJbphy0ZBq1i663fa~E2
z0J&ZF;(;uQ+qwph&^6>w!qYzOs^Mx$web`+brb<lyfC~f*L(CdcwOak;V&Foe;I1@
z4-PrLaCrZP!=<P%9D=BwlB~eN&NkwI;gAF23x{G~IBdvciOW-4EIwxiQZ34A7pFa2
z_BlXD8&m@{PN?1SP*16W5^#B1T|3lUXtuFBM=$8C82bIgI72{XP@I;+0E8OGpxpj?
zMHRh(M|sZ?cJ}aY-VR}GgjE`&Csa9K&ngdU7Kcn+(nd&5UwKfBmSVRJV4#)!QDuFE
z>2mQYOF7C5S{YUPVn^t3R*@(0!tssqu2nMWG4{h4P#DYNp}Kd|3KI;bQu_Q`=(kNJ
zo(ZT2`ymn={(X$wP7u6z5K*4}T9eT%w``ssL2FtFm!~F*aQ4TOLmgmt#m;rXNNS!0
zlOmg&03w?A{5{7~*+W~$TlKgTQtiVJ|AjC2&@PGM5EI1*lJ=!b=BW;m+QvEIu1sG0
z8A9Rcm4*06OZk@VTb<PpLCrT(fCDUIwakf1udL^1i{Cr`!<T$naRzZgj=rjGn%UX2
zI|Di91r&=s)LyXeH;<J*rDfMA)h8=KAIKNaj+Y(Jh=u)DsO52UcYa{**^j)L$NRqJ
z6uY6TqO;Tchtvd~oHG>aVc&+I%SgCtG(M%jn>;-bb&5v6a5z`WQo;&$T4;4Hb<kc_
zzZ3jMx-LA~b7`@5c{g{Kxiq;vY~zllfG*{*F&U5@4$#4et}p%sYX!QO{-19I{`~j<
z=Zyd>9Rt(9-w4qEyYauDNYnp$HU0nnL|Svzo}dxlb5Uh0Mv}?|tP2YCHd%3}W>+!)
z?8qtuEJQO#ybg<6Wv%`Oa~P};6W8Y#9_~m*)6O(pl5j3fA<gb&j#ZxNv-hEQCC_@>
zr<!>6yZvnF`S>B`u@~~8cR5c8&-x8G(NWfF5GIcV#Jc%(X#opW`-fxgQQysj4huzo
zzN*-|s$FZdT9ZpTt-va&*R`Hqt0m?t`npTly5q`4->rQ<hS{o}<{3A&N==OWT&VHG
z*CXLl6qn<D<J)9m9vUTsdh>fAZRwwAAMqPuG@}(U1IfM%1Sjldul*{?O`Be775HXA
z%78#&g6BFjr&MK6$kMf_O)r36zJpTgU@7){@ViA;%xH_NQg--QZoh(95o(1kB%>^X
z-~EF$3UvxRcTlmuvq+r{I_$Vty|dq7Ni%HQqd#6hU7LzN_1<JPdbc0XEe+`r+BxPZ
zZMWMRsOZ@uO~693UX8YpG9w3eA`+F<+zt$CVZ5e2Af_D~?5PiAI5M>!uObj~Mx-Q`
zRvj1a^V+;JcRshs_YX>ziu+}is;s<8K|H{LAQ0ihQykq-)s<Ik6%df<YBsP}fq+Y-
zcBh+{FSu9lWN8@PMHgQiCx9<Y1EE%85YPlP$dQBV^^^Y=m65|=7la$q?40ozz?B+J
z-xFONiJM_bJ+ICUNHmXVdKW&Ov11l-F)ubsA`>4F=p0%?TYd0~S)iE;?iAr$C8<Ud
zd-EwnZCd+oy*Lf`QAA1+UZmzvwl2KPXe~_?A#m&+G0DgHMikR;`l74vle<inzBrq4
zX21O^JRyx?A$16nkG^}Jjt)uBlGM*T#5`=9@GDX|N7`w}*>g5(Jeu^tWwXuA&^%np
zF-Sta|6zc-p$w%Q>!+<X>kVW?ya3M&M{s3fJ|6v9S6d#Sr%iBo-!}n52FM-W#|9gY
z{9}4|efAJq>b>PP`eh0(sE8Udya`Tr;_WQyNtFl&@O=YC;X6{?%qqcDC6vLIsWBe`
zS(w-`7I02U-pyyln+hfG6t@d2W`d=@a2vhB2-4NpoXH{QbOhLbVm8b=pa^jJ;VwJR
z+<Z&Pq`lb9n|m*rJyD85Uw`o#CjU-ub}~GCcPSw1jPsghjX|x?7i=jae!@<Rklhh;
z7yMxob0Qkrv=K@}GR0qZP<vVIxohY<Ra_x#QaGHcA(dHcJ;qfCC@G0{yOKrk)jIGe
zsXs@ll(+HK?s_cfl*W#nd?IELbu!5l(NuWxe9}<SA*k{4J=ddsp@B9tw=Bkif?tzr
zSp2rX2VC6j&$3;Na0;&YiXe4#`D>v=8jFKAV4ZuaK_j+b-9%@M|MZ-7`~?lZ2lOHg
ztr-v_hb9Nxeo(*n-C0ac(Wd+sMSC20NBq>%9|~eOkehfsTW!o^fmh7=EI}^H4C%Ak
zNXyxMK1x7>#93U_nvnn^i^a}gw9rQ>D;Cd3B$ixiksB=|1+;SdJbP@X56mWLVTN%h
zdBKV^R%45<!>EM;5l<JL$7m|ok@#Y3(7BJBNU1@$f&XGI;R3_qcs^>P+x@6ojr;+t
zt|~DT5YUTO=DFxs-l$SHV5?3ak~cd<s)YMgZNm3btjift*z3nT|JE`sTbp_!MAuG3
zha7s7s7aX^K%8&XOCpr9RekK-?;Pk##a3GZ42AwOS~+-E5Ko4a9xvT;oaDO!tOQ1=
z)3Pf`>EC<zrBnN_Jp`F=&Vqrqpai1W0?{#@^v<W(6m11>MpDj6SL4_4QF8@pCv*$&
zX#E?RP^-%=$!LF77yJ9?8xANs8}<u=^!%nmGccSa`%SXM?pugj4Jba^abN5Rw*OAs
z1Szw}J>mi^(S<^DIimIhyd-l9y~@yx0Mp2j_G(p&jwrzTEq>ouT)_FrtAP!-e~Ore
zzm!+}fX|PL{d7)uSkW~D!!NV$-BfkrK)GLb>nc>qPQtB}-n2$mKSSAI*IvB@&Z_A*
zW@9Ox0W*RKtAT;~I6o>F*0Opvm>GjRPGXJIYIY2=DW}V{^9~&gaMp0S{FtNQX>h|Y
zs!U6_Ln||rwO$e3Gfw(pw~Ro8J;JA9)BO00V-yp3FU>ccQQOZ#%BTQ8UvDg!<ep-q
z?i)=4!+2RX^AmMR9p!VqW#jRxsT43FQh(KbEQ}&&wB1`QZ&pWK5hltFlBw#H-$hK2
z-kWAzX&Aq!(4)}e1WFDWfk=Ql06q=aET&G*%r9k#!U#r;IVSOit6oNPVvFF&l+#C!
z(PBUnyDfj%IxZvQk_+R7D8APK2WwZCL{ma(5LD3=;OQ+KD$tMp9NRSRo~)x5KR<Rg
zx_@6IAhQx~H8oaNX$&``p&O^d3E4{g=7c&F()az7vky<fgPohiaQC<8YK*C;0glzO
z7Z>}la*?!s$1ArA<&}qEZ`o3CDX?NCdIrgfqMC$Lb|-jGR#|og1KQLsz-UlWzK|!I
z?hAB>6yMT)xUg<iwpV}Fk)%w#FkJh~ZtO(>F~FfW*g8_ZD6x1m>VkUmum2ayXvD-y
zp7ZlAABU3d`!e>sHu-!yMtd}E5mh937Dx38`yLN#^bk1&-SbCO8#bIZmWKy7S77p*
z4zaHB1@Y<jF3ewiHuhlJ#x{sz>x`@HcvL{|pbmYJnpp`j9SO()MN$>SLz`m~qSN2$
zEYzaD4RI!N&b;(++-uorNhj;US{OpiBbBe}l|4+LhK9he@K!m0q@g>gR$$o~2DB)%
zp~F;T0%eIbs0tPpl0tDeH%W=1-Un^kRg<Xh1UTCl82qq$Y><05rP)0Pmcyn+Y6ags
z*=~56MxRT>U4y->wQV+06tjgs)Hi&IMPt*oB2k8g=$?TDHPKffPgI2DmAZMdKI~lE
zcyqi}b8KO$II9$;OqEupIR2cUqKLIx<jvN&J`5RDUIB|QU=gHnhPw+*@KZJ;bb<5G
zMcr%S71<fz{G=4goNwv)g<P7lFGx<;1IEAU#)kDu2W&|7{TyW@^DVSIp$zzX+AN-^
z^U%J2M9WW;^fA%jz3O+S@ZoH9jq)B2*CA23)eb~Y!1s6Fn>(!lh|c<*vB6~?v|`(w
zMw)ls@I|&y(dutn#i$9iX0W5y+s}}efRH@4d`?(oH=xpzw3mp56Ox-4>GyQg(L+*<
zO>FP9cgQVo@Zl%*4+Va}RrNNk{sg{CRU(mH2%^t;T(3D9dT;bJb#{?c&IU*f^ay~h
zb>+1SjQWZQC7y(`)mwv$Vt5*tp+I@*fpA`i3eLWEd0~)8XIN$81Lmn!N*!!At8@%6
z4*dzFTxlYR5G2r6#s*%Gkuv;=ZKJM@!)jYrms3!l9Tgg-wL~$(7c!_Ud>0ct#M;5`
z2sTL*(DGN9dq_%an1K__>d*qtHVkQS*c6V0<t>TrNNRyG_$|ug?`Kr#2F^>(h^<j#
z=Y{lT{zc-A5s@2PlF5Du<w(gv<a|Y9Sj2U8OuF*Ysaj!Hg4NECiEyXt`B=H>PVh>Z
zH6Pjhv$87&uMN~i$Fd`}`3~JHpJc}0P5|y?Cnk*$djiphxbPk!*m@{~?CL+xw&8`8
zB9sD3#>2$|Yzam`^Dl_Q+6hwt_NBgWPjfUYg)+1XuQDH?dutAqEyIRqJt05`(F2a1
zC7N8_9hGIp&baBoY%6QZM$KNf`Ql<m27ko|E$6uHNP!<|)oILakEgAwgHIo~mG38%
z@bUiKgpVh7$R2}Qho-(w&IjpMciez_b|_Xtfuqg*J@r}xRnbK5?^L8ifG<;z4|^VQ
zNe!Wt`(D-%k%C9cb#B}XzUBfYm3&xoUb9I{0WzxR7AjE>Z1?IVJ;EID90@Eu<^@(Z
zE@QUqNE%ae9Hb~E(sSkZ4a6mTTY+)}+xQ&-3t}7-aP44Z(Q9T^@w)FMT?G|C1%T8P
z!yOqg{dS&@%{T<o)g!di#F|8o5q7;s56z!T4-N$`xHQAd@q79Y&o#(+a+7^6X*J_{
zKlxOILVHY*st-IA#qIqx!8n3J>bOc1lPC9qDqApAevf*FK5Q1ULixQ(dXW#syKpk9
zXk?L&#M**F^O@$kN!#@-gPwhL1Ud&)GNabbJvR!|wm^n8l~ftFk@G+~wq!)+1io)r
zu%i)mi1tL!XYZ>w%=z4Nr{y_K;8^ahK|C|~`(v}1Hxr$em$aP$;&BsUOTKx)Q&sCq
zuZHI3l}xhxYK%)UoKI}+lCrJSsF@G1Mu6<_cuPA^FT`XfrmXw?=3M89*&K-%+Z_vY
zyE>SWHHBf4wYgdOwz^1k4uv`<A+^myOZ%QAXLV1=hHcWd$WtVl2g(c3xp1N_@$1cI
zedszp*8P$=JX!ji;#PE6Tnx4;8U~}|hbtlyFXV=*x!>0X5kpIJs5S~fvr}qyk|L;M
zLqz~ybsQiod`*tZ)i@K~t=EX2+e$IMn>qoOYrBG~-Z``(bTqX>a<447%1PH2y6y$-
zAFW9~yi$K?Zl5SP>e$$-;Hu9)1KClTCILye8NSmBX`V9mYx<4z3{Xp$`f=X&Gx6z5
zNEA}tK3idjFCt!FR_Wk>iW;Y+j_OzE$}9TU>=JKwklY#GWLNBXR1GPFp^t8~oyCgd
zXa#ExM|S)GT;$jc>ppY@Dx{I55O>6Kt_M93xpVeCmti_caE~yLe1&*=-f<|iHx<vi
zdb7UNqIAy6HEcu$K<&K1l?vQC!D%3DF85ldm-#Kiq{wyo!ZOvn%A;$4l5=tFC2x%7
z?Xpp#LY)b-rc~iP9Sf$jKOY%0no|S!DPEzin|#{(?ljpR^LrR%)uIYyC~DuoHd#q(
zM+Zn<*%ti`XnWS)vaHTiTW@&~0`l&9tVF;r#FKKyGRfTT`u8u)&Jaj_-y;G?#+-KS
zG&M3%EA{;SXUBY`+R0mk*5Wltl@D;62Xub<x3k{#SE${}4QuPsN?7DsxGB=i&U7D2
zFX{wO9AESyH%J+Z(FCO<dfs`viAJu*B#`-Gd6XZ%-$~6c^yO-2;^I6p6XUOH-WxIR
zDV?RYIJms+i5Pru-cBqRx4|qDE&&kWTa#XE9Ia}W3{+~yPvv3xsVK)apje1fCNa=^
zxfZz<hS;egwcS)wRKoMaHjnjR`SxEo81<byB<)~?)JLDy#z;^xJf`OrJ5qaTDB3U~
zcYq=-znPwm6gsIdj6h))F?vw+`>LV5R^X$(R!-3?{Zi`hSl8qaOL>Cq#%gNgu}Q|)
zT{U!CrS95@ZXu5Hi6prE4j#D$dCX0w!ISx#-DE`0#_Jn*5t}6{Rk0LBMxDNx|1_|v
zAYo#+dk4-@HVvJ~4JhjQ;o<5lr9G_BQsGgP=GKcEVtfS6ft)tzyx-vJe7hj(`fQQz
zW&89SGsv=#tYIfh4h-I4DI;PHD7@U_>2{1Jy|VKNgP&W;#SILDdCR}1T!;sdd%yYa
zwMGBk0SqZe{TRYPg;S;;7U{R>X-VM`n=BnmzlX#)sL4b7+a?mJ`&$j)=!v7=(ODc-
z73@?0at9i_B?S)CTul);&sAC-7fgxj`VPz9&n%at!6h!}lv*mhHUg6Nff(K;rD%rp
z+I02%u$h5#w(ulyzA=30#j@Mk@lQbCV?WgY;mr8!r1;~^V5FyI{kJpYKYSUAZnj1=
zvU(;)G*U)}W_tWKuDBY1Lcf{m=y6%t=(Qkd<ZT?kV!v@|zed>`Sv%q~{PB8xH5)nD
zIN2K*Iea-pWbJJX6pS1-XuhJ#acLBdTphpogj^j(6#lZ(G5*6MZ1crV$Mm=I6-7=X
z@Kyhs(E<0bBju}ZZ)5wP3Q*JjQGuFP3*u|^zhgC+zu5n*=S%GW4c+PgQJ3bg?(~0z
z%m2~lzjdek6Fl;@AO9!H)Bi`H$^Q?^i&=fyQQ&`L00z2$bX1kmH#ai)G9mpx^}mZ^
z_{X6Ck463UcKshN>JR%r2Kkcwg(lp;aB{$<kuWoKz}0~G8%YB}_s`b--2r(BE!?jS
zbov9P|1j;Jo&NVk|Mb#-B_1%dcW}i0%Zy7SsrO&y|3JilvHeTDfS#kCrH#qI_4pTF
zWt<!>&8&?aaQ|gcDI-Tc!>^IJjQ?!Le@ysixBe4i|Ak}-8h$AnX&ZYhJxd508CfY@
zItUs?30y~er?0FC{|4wEu>Xr&o{kQJ?(g3J$L#;TOd5GQdWf&@><d5t-TxPG|1bQ1
zG5BBoY!Gz+cp>HK=^*I;ilULHXMmvpyXya~fWKh)uL=IAf`7sB?|uea2!_9zApTpy
zzx99hD>&&p{y9MYBJa;fVQFKpV5?_fL?dYAY-V62FTxK&qhe<Gl~96>g%yHE)X2=l
z^vj%I)6(#pIXcK1*$dcM+1gnDIat2>|4BFTpV=lLzGnK9b>i#rvHItz`8uWy9Bu5s
z4wAnDovf_C4v;^S|CR25%fQY3?<5us%nXe5+}!__uHtMR+EMY)^YS$YPT#*P7Anyd
zKA7cKh7ZVqbC<Iu&|cm^f~YdpVo$#GBwwg#oJQf)Pk9|Pxx~3T3vAJK0~S(@2{8{d
zAI!BhAB-X!-bhjX;7#6v3ci6FMg$;e@bPR^f4Cj)qwlL}?IsUrZdqKn@02v<Zp*cg
zxhZtFX(FHR-tyKPZO^AVpD#<*2Fw6oKlrPzZ?Jj6OYg9sSFqJTzJE1E4{?XBd%re%
zW1e>Z84@BKXr<5cRe<B`v;HEuJHhK;gtrgA6%YWxCz!zb+gBA{<P7wS;72Y&e-S~f
zYRoSZ%=!<b-TzfaU2z44+3nt-{r%(FLY~*N+EnOt>B4pE$?@@sn=XAPO<dWX_7<B>
zZa25#SRx9Qituw+0Njz_bsw_TMw>5pWv#u^8%?feMP(%oHFaVV1qDTEX=yG)o+>tr
zb%^5P?Ck9NI+xemli6&+csd)y0znTp#{XjOtD~Z9-)=`i^i^pA6%iywN=a!HkQN0g
zDQW4Rp-}-T0qO3NmK<ORrD5oXVL(Y~$&sPXJ>c*CzO&Bx=d5+sS;xObpSbh7_O<uE
zA8y}PFM6G=qjsu{-{|6w_s_fWkonmymj+Dz=E&$M7VXfNBD%tA?K7Sn5s~5bMq69k
zNsQFUdCG-BZ%ERgC^{x)WplF1TKnb8fun<+Oz{W5E>R&0^7Ab$ETRf#`E(n->Py5o
zzX*sqE-GHE+pVjAFZFconS&r`#`XfT$BI>Kkl%VTONR-XIPWC1;P>l#PF|iIV-XhX
z=3`wa#`E$ni`A1>n=LG-UY(|+k+gJcD2;HPP02~>Y)3eQdWq4`bwb9Qh5`}6i#{{&
z4#w;4=br8Dx@u@>I6Wvba@N6HF_YWDfA#^n(1k?qAmYWmq+OFfe+WP~ocQli<dL&N
zclHU$h)bzErFU3?3G$Kcv`C4z*#5W?GKNF7_;!oU*7AL*`^HoaVx!iwHHhNnVWMqe
zs3l!jDkgzSx-Nl<iRs|rAeKwt#@ZTP?+#C5W{hnKeAu>;k&%ISndq0Ta@Kecidt5r
z#fFipC%5{5*wkm75V*lN`5fQtT_a9NNU*T9Y}NJi^DDj0a>D?8_k;FyhgorL5p;|Z
zbWGu>#YW4+{Dtc>%;!aDB41bce#*=3vYGGr7*{T`wjV#<NMx2R=X(*~dHmwlE933b
zCrc6i3Z{5&C($h8EqB8&)CV-+V|&B73f$)Jwb_Joji{;VvDD!Op}*H}J@w}9;XR)J
z&#M>>;Yp5ULC>P2qw|Qtni8|uFfqw?ss3}HEOqw~v&qH9rBOBDWcs;2WTZX6pul}G
z-fWlF=mL$#4Dl1+xJ@q%qCsA@rFX_{m1FO5v`lnV)Z3Jb#YNKt%tl+=vxQx*M_CkX
z>K#ZJ+Bw$ErOOt(m}qP9nzuv0MX{;BF3QwF&Tj68GI}6WhWM_?7xQ-vDM5Ueqas@^
z<k;9}pVqTu^~n4mdYz<tpSU{Ti!>$Prg$}TfBGN&;}wk_nT&UOQa$!QUQ6T8w6%rq
z5bg0CHC^KhX!a9B)tmL*-IL{A|7f*n2(z=T`zjK@qTgP<%wlUxcaIbiu0v0XP?`oS
zespLk(-ukBX==8jK4mdm?zq&OobXTjyU^7F+7BmlIv$V4zZ&@1@8ByLK6K2;N3E-S
zdmUnxm`WN;KAH;kcT0Y_nL9HoFk3yF_wWx}<JL|Iap>&9Oqoe=$=%oniv+$8E~I!g
zHDh#dAG+9A%iML9I?lLEia^xX@|xYU(Bo<>6%G*4t4>k$92IaO!0pIDup`Nu$BW{>
z43VS?td17(j7yxh&wjl#mSZWAGf~8~LOd)Xz8R7kHZNfI>rf=XzwXa$a0Bx=Xvsl?
zKmz5!1<}(4f%F`u%9Qwu+bzLgyx*j4-boDnUT}#N(JIN?n6RkvFch~M=rP8(Mex8L
z^_2p9bl|iHJ0L?lVw-a+Y4)pBTgmwC9I-<Q_1o9@1ol&1U0pdj%sq8cC4TSc1>PTS
zHj1;bnAzF=uE$L8@M$bn)|4f<ks+6zC~w^O;$Pu)?6#G@vE?%DiP7CFn1i#Atd^Mn
zmN|XV#_Eq<;PRf}za1DQM%MLY#H{XC-3C48t)V|Qt*58w8YTOS4Kg^gaXXlys-mI}
zyHZeDS$Uz=W``?dtD~pRaaT3BOtpWa+^oLWhJXsOR}zdpz2-AcvrEmjrkqo<&IblD
z&>sw<p~Huz`OZiJZ;eVn5=69xto_7KyI%^@(f1h!-~G9%>iyB&P^!Our2D}9<SQGJ
zb8ns0s@6<de8PNDhjWh~dvZNN^6d$8vBB>#@9dQERXjYJTqUYUd;aQ;X1jfjkAueb
zPB^hGnIh_r1nCW~evgaeBl|vhkxIHQy}jL8kou^k_4@Z#o5T(8J9}(zNf16>b3lWS
z;-luS)US6_Yn0@ho|c%s2W6;<`-E;Qva|l)X44~+c4c&8Vqzupt=Q3Sq~wal>z(!y
zsuT;dh|XKgJ(n#=2z~e(w@Z!McfENvSXhoRw1itX0vWLR2nyvfwvsx-BltC*x!sWl
zCD9s94UOES64Rqvl+&i<Lg@;M;nkAG5k0|i?-uI!b8#war?t`3u*`W~{ZipITM^bY
zmLWyYDgv-YzLS70qS$70oa>-z2p2QEK}E%uny1&-r6O}-=b9N-wAgfVaQ<p+db>@J
zS<RSp5uSBDJ9kT;*FMkj4B?H0u3@^iWxj0lkNKgbUa8(n8!z?TdhFSr#dmryUW&TW
z)9A>{AmAuu)L*JSj)0Zaev@=1^{jWL-)bwr^v4+MMg_z=LPoN)Ft4iP!OWpmCe;{!
zLN4&M6t#KT*w+v~<3K8x6;y84_dr9JGgfF7pA^B@PLbN4V6N~))L~~ms2=JUxw~WW
zK6GeoCsR;d(KV&V$yKAVY{hzbrX^}CHagnXdcpLW1eam|<{h3s&0mE0(f)rDe(zHx
zH}ADw+l(~73kKp5ZXgWDJ6lYX$BS$^H`IQWqPRR^SB$VH-y=-L`Zgc)jWjnn1ePpK
zC~|J86&ctW>PYlGv*XH8GlZXT9tb6TLVGP+CNpdq69mBp-Z<m3f+5_PB;sga@`cnr
z=w%Gd_4pqH0_Ef}dyABBvh!s6s)1Dlc}iQvWhEP91eS&O!II**fv~R4Q?-Ag&qSME
zhugOV{@`i4=TDnwV{{cs*;^ee5Fc1wSy}8&PE1X;g`<Rpg-4F>KMh0EPbnty_bh7n
zD~y_FsHD|Msruas)R|o^`5m;lxCjFE@%4fk0qgr*8I^``uO@9#7oTzKlMt!_7M{1A
zNBacqAz(W_U5iot$f6|f->;m<tM%%(P|pjz9;UWFpQpzwUszTyiY|4hN!I8fv}q#h
z_LCoq{~=M%yS|ak;I|be@7JKNX+VPLY22d68WV8D&rH9|#zo-(bVSLG3|8#0$iuYp
z^}Ws3gqVQzZmU4uiFK&{&(5@CEt0umk*U>t!_j$dO5xViG1lD07JOd17bhQsrSSO5
zWL@+#UnVFuyKV8w$Oo@E>D^A=Zy@{1{%2%FZi&Ajw?BdkU~0!ha@gXZuo#848}&~~
z+*R<%2!8Z-|4rSv40y@r_Z(q!MbY>9`pQztBD>A1Zr=hC1eY)G87K^KaixtA;<=GZ
z3bK9saf^Iw7d3NIW%^o(y%d$>e(y$tK1a2Ho>Z#he??M{AY^Mny-kgAXT*;f-wLNS
z{<xe$58lbTR-2x}Xq}GN#e7A(kB8P|@YAUDJ?tkd%nczaFO!p#bDt-Z9X`^#qjxME
zgjb|l`ZOm}S?oYc^<n;LxiiUJR9~A9vDjNU3ZS&ZK?SaOkz6J38$C87&5@TW+_mf7
zD#?5Rz{t<fk7{;JPJDH3LHarqbX7w)+N2+=(K6P1e8Q<mJG&Ys(^En@Ma`9=oO1yL
zp{Mk?AY}WNB<7Q4&3KWPWq+I)lzP|WMM;Ozi?9My@WT+*_D5I}{kQeWN(IsMw_a9N
z!m+{wEE=MX&YkIX0qHF^jqMc5uf~HF8B55gu^2NF+qwX;_<u8+;fsIr!;`>(32!PD
zy^Y%bzFa9KGxWH7^`=zR1jv?SO%T4haqFC-#G6Iqfu@9wzeCG2G7LfbOW=lhZWWCA
zJ-4bY(`eMcrW7N6>6rfG_!jzybhvVqP}9dpP)mzKCQnS~k7<{1cW%Pp0O64Vgx5N^
z<+15LvvXKuIdoj4dOT2|Mafx>VBFgc8*41iH_PH>Tk><z*&8E1wu-679L}6Jm@+F~
z-;6g)Irx<s7IoRpI-euuXR<KNg1OnFQgs||n>sf3)MLCvtGsQq$=PA=Ga3O~Wm#|G
z+5^Djribrk-se3tQ_)XiqM}?xeZ_3ePa<p(y7Ot?7d=He0LYqMH}Il=SWWe)1r}<(
z>s0TJ&GjDqq#vj+e`mMWQFO1<yG@jnx9{td%fINRT}a)yL$=P*>O0u;-16MqTm(W`
zTwEN$vb5|(lhVRED>%wC8DWa>jEUB<b05r-6BHEG%Di|xe>@PizVYi9N$gTjqM1ia
zT6^A|ry}=2W+9+HOjwLk2o9qa*NeH4cpCD-<#`kX0T|JzpH2a!->%lnH8SD^pyYb0
zB3K)SbWl8rIO$>o9uh}@6w*L7Mc3WIB>U$7^oNARL~3g45}g{uAr9D8O&Sng-~K<X
zw?Lss@_$s}39I~DkL^j|?so6IiAYRHAfgpx=VaF^GhXP5PH>mj@jBicLn4t2Bek`)
zm6l@`gFE}{C;{7PcFtF?URj}Q)l!SVXg7EqY%|D&{=yK0YLqeRQz@dly1Jo3PiMT!
z8kM7zI1CGvYH-;yv`;T9;}#Y^T$?Bdz-QJ%TN~9K&$GZ!?<l~}udbnCW^CN?+w;e_
z3wzH+?)G8#Ry7JW(<cN$`y$i_TQ}<6F)=YQL22wwa4{%S%4>VRv#IIn-aZ8dg)nsO
zYsfPT()QNo;GiHYxDhs<$851LwPY<TKVN>T!E&s)u(0s{i79wifPN<hLYGrRPcKCl
z1!|s4mo6oYbFfLStgHYeI2;zCrDJNDJH&eT%d4=r#a9Ul2@BMVR4&87t#mbp@WM_g
z0)013h8D3<k8N4Adkm^ElPdmDa5{I@M;O;u9kNy%Es~7qeF?Zy(-2YqNjrjkoLdq3
zX1$=pc&;r30P&$HH(bpwcLNa|9Bd6&_T~*h&*t@uyr4|IPmQ$VD4tx0`ZwQ;fKQou
zde%So6|2Nu-bscqVOGB?doc)|5TeUD7Q>-!>`$KkK5gn*{H4p_g5d~yD4UtegL}eJ
z<3($#N3VpS!HQfLJ)NB^d!#frf7BgqBRxGm4JIfckSo{1Nk)sbsa9WpyA5tb-kBO1
z$!7fV&JfQ2V-!aHs>6|U;p7;)N0i|5o@{#rFb%Q<fwYKdUtJZIjH&U7i5f8NV8p<j
zn*0O1g&0}ZQAt(Fn`y)<D)H#n`#i(Z5nqd2!qD8j)V2&})dDtCn%de0%AF3acS_jm
zk(XGbx5*lH>m{H3du7#tIwKw)-io#kXRMBUSymRKxVZkJmB|H#9`kVS&{ebV)^MsI
z4azJ=9Odz?AS(dvre}#*2%&e}oT^ck8+Rzv(Ym9jH0``LUTT7j>D2y&aPtqqF(Lp`
zYzX&8M6u`x_3Nms$Hd3G&bIvHsz%eoq<>8XyRt$fgriE{Ig=tPd*qD$Z5Q&#O^>mA
z*zJh?{0AlBla?BrUq8j4KT7U4;+U*P=cxPkg0s)Zk01T6QDK9I6N;w|&ile?2sa_Y
zku!zC<JPy%V!<jsRGR?D$$YB~K*#+5c^P}w!c*JhP1LEy`jVk231sWTdF#Jk4X=S8
zt#-b*Yz|(U(p7tXbM+@A;983f5`@rqOdZ{5VLM%&yTZ&17a|1Sy*&SSi6d1ro4|QO
ziN776O%iidV6=ts8^S@+a)B=8plgb(lNwTr;s$gU3H%ceTxy#j;?CcnQ@f3EcQf*w
z4<((Lb4^LZpGXX+?k&aA?3=dc%CzNWb`}SbJDEHWA@+XfEe((i$>qHBc-pJBIWoeK
zIx@lVb6w|@L<Gb6;Lpk^&-DK!Pd*G2ZoRbd%x7L{kw9Xt>N=SD7M~%S6v@pb@_5v0
zy-|DC)D7AK7_%+60ED^}^%U1aZF-B~Zybj3F?ZUyWYr_TTg2TB?nAxsKK;8dA_U^8
z-%0&_k`#E!cepT7{ZM)_%ge0XY_Za}@||;+4kCFLIF5aq<+qs~@m`Q1H~@VDd1<Pn
z91)wmH7_|dCX$qDt~@lw6p2}wwk)7hW^ly&9Doj=brM>Ky4%>;R6}Lg2;O}W+z(%^
zoT<7s9C<V_xXebW^l02ic3LK(m&)7VnK8kYZ*CDxP<N3Oz-saF^8+Rzr~t%B5b6Na
zHf*(M_qbT6Cd2#BM?&hdva+axzm(flABYBf6WBjnbI4dOafkVU6Ot!@T9n8lBn-PF
z>TG~15np%EADJmAVYvX=0U;x}yWZ;<3;3<@2#|}Hpa@F~i<Wg12>KP~k#5MS8=J@K
zfDVYV;^2k{Y>teK+`4s(+k^J8orHHa;7;B`@6v;TmwJBs<2M*CUcw6$g5-l^oQXAV
zoxJw<uts>FZ-Tc7CqMTGA1qSm2fUlB0w5M=TZ64(i{_~HagG#1eFRy!kg%}!{8~l^
zy@|M4Z&JMYY58D1*t7PB#kz=L^7(XJCm5Y-O71?M=H$lo{|-2rKHM%3itTw=40^%?
z-r-(pKi4)nIcd}$%AsAQSTkU|M)^-eTAD=O-2oknb86A~EZ;Q!CW-^I_H)D`9d^0}
z)i+b*Y!t^Vw_lT53*G(#Va%ToL93~$@$vB`c-%2ugVyM{y1F_$JDZr87|=ch`@d-c
z9frW1PP2NgY|1Mu=++x2T$ys6xHUj~^BsOnR;l))k^T2|Xo13$qc)oZ34Lj1Y5^M&
z*hW&$urR19ASAT|6ljz-=kCg8S4D1-F27?>^T7=}yZ~S0Pw3~lsz+rYx5~SzcZ_?^
zcaSc`WGlp4$XA$DO;=ebqHSQ0@6fv<lXUg<^>uWnMn`jAefFmUt@^;vE8_5bJru7U
zRbO?#6WQy6-TE-1kdvL8{mk165+POAVv`*oSodHM3UW!q(WE5{xsnj9Mn}8K>g8?H
zE`kqblTxX3&A3qe<kvFwr1umnH|+Gs*Au<oID8U5kh!cgLr&-YKuH$gxW}p`WwE8Y
z&rcdF{^y5}T7mijTID_`C*?goDc8in;_2_<TqKZhS>F?vdw(v++DwTW?r{5yntyVi
zjJu|lr<bn;*|~c4>c83RKC}P~I2iW8-|H~1*PI?kJnVm<kMArjER<2D&lFETF{+}5
zC|cC?A5Pk$ZY%5d&oIT-X<@P_k{<m-*A>AFMcKfx<+m2i<<wLDJeZ6zQ|mHiHm!BL
z90K~|m29y-al9IX5nmseX}uK*F=TT!f)}<`9e^(*`;2oawEed{h6mzL-9C!HghT$Z
z5t)RD?DRN#YO3zd_lt>*6E;lA?r6oBsQcGc$Up?_`uI_XDD~Hk_bAKY2tifmVqJbo
z{Ec74*CD)MO^%I?QBhJ_Eaopb2>#tub<+6uo_qmQR-j1g6FV$i<kZT^&|4a;E`SAq
zrI9u&{@4Rd;&FSjsHY?r7p8W0jml%Dg;}w9c#snCP~<2*2nCj-g`M5qYnz+6<q#Zf
zSLe9&JbNf$s<61&2JpjG1J?o8vMJR9jA`M$mpheo*(Jr(xNY=~(P7`R(fW8K@Og>o
z1+8Hk2@m<8@%1eiA{rq^o(hLd+3r4(olkD8Nuc`HML<V}hwsA!bWT7G;le?hm!H3V
zJFgx<3ZyMafbTdlBk0DH-CudvB%2wq?iyV2>f0_)PUgFDLvREhTtpJ@VrTb4=b@PY
z;IdOtDnMRzj|6ym*>$S>#|ZwW+t1yvId_A;d9E?Uo)qs^4D%5$QE??cQI>#gu>-sY
zs__eqxiIk!uXR|_E<QevsKBKyS$=<Irw#GxjY^iZjtOOPF$H`Zw~H6QUOmq@jDhJt
z!+mUFAeVqE-snNwYPouHSm+?gduORcqG@%RIzsdU*e&rqCK*?zkekFy<~$G*zQ2!u
zqq|XXITRk;y<REZIq1$3Eh1()P?&`4TGQWT^-tcy)6J8)b<hyEde~lsxn*om9FK`%
zl*}cFfy`Mld57<qUuiaDt37jEt?f-Edf@`&-M<a|)TT<McW9khLdm2o7Ij*=z{9g{
z4x$J|is(Fr7TUaZng1R5oV41r^1kc&ejXqv!PUe#B=XLAkC^CmHg2b1nC5J`Y$E%}
z-X~HrLC8SH!{y|{FG$ZlkZ5Sc29_(O0|O>O`_iQUd1w4LWm*c3OqQRz9F~UZ=xu^P
z_WC@>Wr{q21W=r}Qq%8y#zy>pMG1TS{_b4419O&)_ZtX_<oO^4ID%~G5F%G{X^P&g
z<UEvB+`sTS=^P=Ez=b&XHV>^)1FBSYly-gb-1h5bw+dnvgHOIe=)BGoC>>G#p*`kg
zM!25Sm7!3RccIfi$FYqOG9G}Ye7Z(JA`UiLXiDwZO}I5pEOrmmb<t)t4j;mI-o6%}
zl!kOL&3{(Dae#<W`u6IjDM;Fr^RXWX0RsX02LOZKrso^z^DQdVuk(bEKTps9KkoA$
zqyMxZthPC`Q9zVqFHl-_lr!;>Sy#)iFhU5s?>QuSIclHheY&*|rVD%7e-E>$DC@nQ
zegu~3(0gh~H{JPia=NK(dkp{tg}YoXh67Px9p4Af_z!#xHx;SpU~d$Mf&TO2<G-W(
z+xMqO&uy0!W%cWgCnJfKa_`YW@I%huYOn-zb6>8HRHt~Z3(!Z@WdaDGj?b{@&!$~|
zh!pMl96xObKeSvu|KY>vLWA2{W-#c~k~0U4dI$v}aXp`^E3W{k0TV6rJO!hsXlUd{
z4axYsjG4hY3a;?nZ7v48Y`>BacbCceT@OK8p&#7e?9;IjasK{>CkK9kj`@6Ye+0{-
z8V~xJyn^P}EfaCk@3n~Y!7=7xJt5@L`2;{hREtFYl~bt9Q5xE0s9#Svl-awr>y00n
zQ$q~@0&5kd-!u-jnIm#-JI46wjm1mv+wRTg(L-e%tsoHn{{=pgHTVDSz<3??<~Nxu
zi$>7)XHFmg8FWw8@xsh)aAMT-6BodMmcH%EZ&h7VjK3NB{UW4^S<4XKJ}2n(>xGe#
zk+pSE_3M`}U#h5-IV{K@$Ix>&o?ur&uGzNG)kRNMTJkNs9`3Iv3fRURPSiRVh-uS`
zdx2VMK_>LhmRrCN62yCay1|{`k_L>qnJu>Zk@tSKpjRYZcAVZUEN5MTz!^nv%>__J
zpr327>4L9&2jtyv*`RR_ZVaf2!5?Y)6am{5)OvAV9x2=w<c6Ufr4<fPzEg7Pfy!K6
z-PFu1Rn%R*ZMUkb3KYU!)>4a<TlKZILJSO&A2)GY9x>do^=ePAq|_Qg;q%TZ0h{R?
z8a!*}4H1~U(UiGdu7(|Zc*%%$mZE!tEDA}fNGZ<1_ZA`%$0)r96-p-Z&nzrd4D6M!
z+gMpq=~JVkq6&8UTaUXUr|aDn6cnWOW=f6xt$9^~A9FfDU%m`4OXV@^?M@ZfpO8~i
zi>~$@E7sN0(lR*W0J3kkIX67(`7{TW+stXjk`F)TFjbHLv9yY;vI2$R;k9ebL--^R
zc1Bi1xCTH&g+)c8(6#Y06XZNc8FyB3@pF8qy%_FbP&bo#JbCh7MKq)40WU9a;p<9y
znyF^LaYD`5v2Kp+5V>SG*t6KfeEZ?5kQAnx-Dx=_<rIV0Gpj7fJ6XBuaa{l*R8=#3
z+sh2KQ{!leWL#Zqx<}heQ40=WdY66NH9_GL%-u0H`1KEqOUt2d)xe1L-6Y}Vba$44
zNPGx8hnx|-yM6Wp5YyzJsHmt|!D8$c94=~qH2+_b+&hZE?qh+|)nuqf>ZXooFtaOe
zC%bLVn_OcKPF*(7Bc)}6&}~ON!Xe--B!KY`mbD^E4|8mU<N-^tq~G=5XoBvEy}iBG
z)>iEBUCtJpZx7tCA7A%kQZ{}k2`&jv3^JT($<Z7ywT_1*R=MXYY1X?;;*~qbjT5|U
ziDWO;HaDd&398W5)h%LW-l9O5Fa?qUh6G11L_PB@!_f<obIrlyge^s2L#|UD>ZW|>
zp-EBh#Z14<_8f|dNQj78VS&z6pp)D%f7Yq*_EzLdLkl7AZpy`sTT^qOW2kOZQ=6Rd
z3!;hw(Ggc>W^)HGWmi{g`nr%VSTh5dWwwfeXJ=2zRvuVQ1>^U7J07)<nQ_UB^Rz84
ztqHYs5o*7lk!}0k^XOQBr*)O@p<$!j(8kiElL&an)SQi;C*3iF9_*Wg)Kg8kjc%dL
z1xwkC@uJb;;a6&EOigeh*TW!m**oo-dF^|BHBt3faID7j*uxdLo}1DBr>RZxQ#!wt
zz<iL6W4uLOO@3g95j=5wpK1UE0R2o~Wylp4!5jP7S}+9L8||ZmGM%I*Lot6i`+j_d
z@7csH5xipz&niVh52fT1ADAJ>i<alD5j#=x$6m(wV|x_4o%V=6bWCxb%-1Vu5DclP
zm?<a9Za<ghcEk|rz{8s}HeOkV{W&<vg?oARk1}LJ?+f2J^`91Cu<VTrEZ<@7ju(1a
zJalq66svcF3Bx|qH@sBB2Vo2YrAC=kOOAyuy|C-5YMIWX_Eq`KGGiT9t}WDv@D=&R
z=cQ<@`a@<WzxiaB;dpKO5I?`}p{Fw=s~l9=`2|Nbo~Y;8yveOfNtO?LpWL}~m2Z3N
zd#Rs@&h3=()Y;_7P1kinKEH|(fC>l*aA|)1mXoj^v-R5hb=Idjtd<>W-ETJf5^M8a
z1Rr>|E6YvK#h4D`r>AL{+R&l(lzVF5KO($kwWR8g4ZW3TUd(@F)C;XqWig#>@9j<e
zEbi)|_xxkP<RWb`qphAkM3!HU6aj+UwQJY-Jdfuc1XqHr<0GUOr)wN@BfgsW1(rRo
zOQ=(*@6EQ?*pzVX0o(!VK}+y22jbgS{jRP*SQ>@g_a+HTFhR!5+!Nkf+@5R6Topnl
z%%6%=o@_a_y4^^9*}jU39Wt(w4UpPCS;C&yu^F+)Q$r%;Ra$H&UQ0<W0fFAw)N~(%
z5xzqd-pcon_Jqomp1L}7m5BYUZ(aUG_oDj~d41h_Jd@8gr$2HyL`9wVqXJK`5%=hu
z)RI0&0FyEwc7rhj6GD0%*l>kf%b%lRoINguiOZi&kNWY*Bm>ctMS^!(5jRRvb6a<W
zoZezK(DE}jPZ$@?Qe2;DWvJZKsDD`;1Oaumo2M%-PL9d0R~Eq1@HVQ48yEDIZ<}nq
zqz^(@yGBZx>duZRQO})jQqa2+&-_p$itFy*b^z#kt=q}<;QfT)_EVcGv<4|~85zXh
zDAm5lz4hZqQRAOOUD-1*t(944)8F6!)$Zq0{qWaABf>9cirfo|kbNqH5dmlh(<(_F
zc{#aTkrA`7gQq=ZKjoxpl1CO5;~#rXnW?sxU6InG{72aAsasUrWym{oz^N7)0=(I(
zF>_c^j`{dgaX*CgR$Bz`XRQw%-aH#yHC=F*1F`ykVP0Ot-x?v0j8v#7jAw+8Id>41
z_ZL$xKmtR?X>yO4H%ra)h<lTF+x0ubw!hJFbo5<C9u&55Ieipe?`z;)%9C-4z5w|u
zVhB6pzGA$;`-tsYZjAV?!3QD%<PCan0bc_N^c|-et0Um%hRqH%_8SAs6xsDs;c4@W
zx8j9g=INhb1HjM)?$62VcBu9cCP$Ws2T$SpYo|NWj-68w2=L*+`2r;Nm%Q~Gx5E!R
zrvjDg`g6tBwcIwdG>P#c5Z_w>F|}N4DF8I&o4<q?1fofGj-w!uQR#Co=!{Q1<9Tod
z<XPeIfBiCzq&Az}AwkE*Zp|?IhI87H?JQ||{{DV>wy7(cZGq!FJ#25Mh`OhE?oYf8
zWl1@6j}_vs{Am{z8_Tv;o0n(4HQTyENOWevxzTg4mE)WfZG8*{IUZD`se+ECCr1af
zD{UdvmcZ=e*VQFY`n^?`-Z6Nd=6||AH!CY3)!Nz`Bz-5LWI(ddt^i^PIHcwsYPPqx
zquetE^Zx+&f#Zm)1JEqWDeUa*QI}X|^SKX-h!zI!sCm%iNM211ondJ3HBhyd)k*09
z*PMS{>^L~We|F=|cAM<4Qt67$Y`GdirP7YF_8?2)xZcuD6vwRd`WIkb!pV?8huem_
zx-lgy-Z&>?gFM$h%KiPT{o4MguG<Ti)ar#%py~mWM=>{E?|Hc2lPEwd=pdz)t)f)#
zMl{0w_xj-RA{(P^^rn|aipuhqOIdmO2=$@-(pKlP)8zX8)YO#S`sedj*aPWapeywK
zUkzdAZdXt=eG9Fq+wPC=KJpD*tgHk6F8<B-3tbe)%>q{AX`DVUKXUAsJFlvHR*9V(
z%bE{G-=9BiiwuETn_%$5i6E)xl+yXE0{IP)YxjyZS<et+E0J}k!W({m{x0Nf8jdD#
zQ<z}YDJdvW=o~fdHY7HD1$a1z-w9lJ+jeZ~h2s_Gs%esZ690}UX`%GRn1WZ68*3v)
ztcU!?7X=obgj#JiUcS5+M!$weXgu>!3XLsArKwi4d%nEdv+yojZ%*Yun2um6kl=5F
z?MolmMR-P!I5tru>LUX6%Ox92wL@RHMlI&kSsF!gks17*e=v<T%%No3CUO-zw0eN=
z*ArYTMXeG^enOYsd`8*nYx3FR-^o%B5`DnN*4mela2xf@H3)DStel(x&pkVs4dx2E
zMjwj$P_(`;-wUM`hAL`N4VePg;|)+=q&$Kj!!~sKmppHu874I~)->{>w#Me$2;M)Y
z>k>?`foto&=P<&AGsr|~$8hTAvkt^exB++#XosJ60rMP=RU(&pKj~iwTFu!iIsD6f
zQ~<JsR2%pc8n7cJ8z{Ik^a|+~CPZNRv+9qkuf=f;Y>HA&qrB8xlbuqII;0bDtBDL=
z`Y1wtlS(<MvE6&;%Y4lUt^vrHRELBEK*2U1qBrlluRU_+lf7?j6423(HD#bz2~I83
zNUJ{jewnso`X^STXnK%e$V^{TQ&U&hnrC1{`0@6oix9|GW?I@Cbggsg-Aje{o*TjD
z1FGu`nm+=fR%uLJe_ktvzZpvjI8{A8PIvdi^%WXk(=)AtZNF4|{s)jVh{cayurj~A
zW?~{=(jF17?Z}+{NGVp5P!PtM7$3I`ZumDWunCU8NwiCTW{&X0=6Ko58xfRhbIRsL
z#r^@$z54eu<m_*PCW^mi%8NZyD-<5Pn63!2>}N^1r41>WHH?-=y&Z~h-C0}~=(tUR
zecx@o0nB!Q?D~$k@F8l&jbg5N`rdy6LW_+jL*ws=1I@d#-kX5NHZF@*-2^)VSllW@
zOy5q7el06g8U6g_;PvN04UNtIe<PjtK4dGwvRQWd*=+QhgduhE`gEmbEVjEB7bo;w
zzFP*${+n|(y{`Rj{z;U4&1>MdVgcAB)AcPLj%BSttrG;+q^BGFZ1QX1?*|C)KUY77
zBAFh50?0b^xQK^`XAkAO;L(DAw!I86NVrf-U+&#b;xQuWT4A@{U*CN$M~k1t0#!Z4
z@p<mf-k3g+z+*MQVj3;hU9}u710K>1yY^6;^gFzt=7?XBIdhku2~}6P!fQ_V#yDo1
zQa#O|YevA=irC#HK{Z%ZTKZCN6qfrrnWY7U=dQK2HDD&{iYu_4VBfC+Odr#umB{o1
zpO5xOPtM5)kj}!pr!+46w=P_Fe+?crw0t8lJ0s&M>)mPKVJfujpEs{b2&(PYv|+tl
zkkUuFTnAKDD_5Y@ZjmIyjo+T68Qk$EF}#CFOiUCO61vWRQ{1cWV1bdG8Yg)91`9bV
z{FI+|<2ESJ;0|Bs+@<+BAG5NE1i}NA_*jX4YGNWA_&9&k=Mh?5AD^#L`TL&*XA(+m
zH;43nSL6zTvsE<wm#{_0UDyf-utlk?)4W(4J-hrb+XbO>YT$<72%P6I3m##+-UTV*
zLVdO@`epWgB<$+jDs9jHhoRz+2SU-aY)GIBSiw&<f51Chp0PxtaNAj;B-i#Ai+|r;
zu>o_3!>Hk?3KY`UosZq&XTSu{sychZ_U_yz#~j7o%J+jDK%8Y$2s^ymU-qYE>}k-V
z5q!*tfaMb+2)d?D`6-IU*FioT@FoyQnnpS1*od}9(PmA+QQ-oUZFr6T^q))mn69t6
za)S*QD~6WY@87>73UwEKYu8j=5ZAf^s`DEZ6r_lrvmjN!x%S5s>8BS-9VRCyr?f|l
zka=b^{gCDxVA4)kXGDJPaZWJ3kZJ&2YhG>;!)=5o4eu3$sb~&tsdjPL5DLYHN+0TM
z5y7qGe&LbH9cA&;KEQHBq7Id&FPLm7x=#wI_i68ZjeTtwi>x$gCQvdX>(qD`^GG0S
z+}f^R!p~lVEceyxGv(5^*iCupkR!Ha=J#E__E0(3H@#@JY(KqCKIP6ry*{a^3$-B0
zlrx(I<i5InK9!%0;D4Sw?yZdAT$Q`7hrVYfb%UR5uKsL}fOJ3oU0DqjaU7P|EAMcy
zzO7$`1-i!^ZgqYSj8y}Xo-NgFg>@T#0oR2qRG!;JMvKM329%fgsH2cu56N>p3`agL
zPQ4Th-Zk_0zVRYD??b@;0q6^8g@Nv=Dpc<CpzeCy>Nh}MCGVO2Z9z~fe8L0gSS&@<
z)YO!gme$qjcvBr{<1{%)lLE7?{XLy{?PV=E04>M$)cjU29FmjVDLN5_h3q^$J1v3a
z+xbEPNSYwTyosPj!J5`Y;`yEmh*f<ced4uQkAZGZ1EHm)L09DPGSQuY&d;-iXZs;p
zc6!!KlN-Li?<UZ&G4d)bU|2&(r%;DNPJ=V|i&wyta&wb#<U69<ZCjTg=o!MBmYw+d
z_-I62zE)MKPd}Zp3B<LLEUd$8)@<~PW*Af1zlw6POCY)-NYScg<7`z!zT4O6`1ts=
zp*kX>I|64^9{_s<kWDba1oRBc3dn9Ss1kO@R5y$ouzvmuQ+y;*=7%7?Tu0I;0T>Nl
zLz49IBS9kyQ0@<-c$klaV#k#x_y3}-M_@N4%6NO9ez<f^7UlIf%<4VQ^VR>Gu07ZG
zT}1qWIsgQ$5<-CfZuD%m{1>Q1=oAxD^Z!aD$RCh+@i)4EGQylQNQC^rKSEuO28Jh`
zY7W8+@JfIRk?p~Q29O;A*81?_qP>x}cH*C9yT`z$5B&61Rug4!iCAs^E8<siio0$b
z8yKWJsHsQ0h@^mUc<yJH`Y*Hya2jfIa$Y5BWxS|Sp!46G-NDiXYFd{{lEdB|EzQ|8
z<ofT}j#5zN0<ujVI9GxT&XHJx^^^?^{0pxPMe4s$a@|QNdgwk-CRtZ&MyUHcrOw6w
z;&HCnq2b|SG`imIXVcV_j%y`|s!*T}7yNC&ekqDA7RjVq?JSu59GFhpW<G!!*;-yd
z#fFG!#CC?T%rA-_HF}eE0ySRM{x+hy7gUw!=<>{9BP}g0Cl@FZrYhO8FsAQa50<!I
zQ9*$=0$Ri@ic}R}@T#&w=l6}ahtcXcc+@!Lzr_(;bYk^e?aE#Uv8M*mx!jXq$WyQT
z8FLp%QVq!wqM5wMayp!VyF(Z!aXfhN8g7Fw?-QdgZZ6Vq)MM2#x3Y?g1t>LBQ0iQ%
z#Z?IZrl8`D9C~i}xFkr`&z^m}Q<PI)Eix5E!PcaGPZH=sxN_jlv+IU%GV5qH2dm6@
z_vVj;+=OgVL@f6lgpz0B1z*0rAj)NzFIj$mU!&(0u_DMv2%~l))Vj2XR4=9e^{ANz
z;3(Qz>eGM%K+0r8rGKvp^$rk#kS(xhzJ0n04j`nb<7@4OU_+wcQA0sST9q(1kp<M3
zmR7u%LVS_QD#gOfgo3A%lFj*Q1;gJ(&oo!uWOfHUS&Ok$&flpReAdq|)Xbq`Yi5=!
z`>krgBJv6c5tmPc&?BVwZXmE?gK7%N5n=?_nU$fPYCfB^v)9M9+Bi=~*Nj5VI@Du&
zmseJTq%_C{{W&yRKwlc~=OlfLF?da2`LE`y<J-W3n~=NL_ja#4Rj_H4K%JAlmM??N
z<<;s{rLBcO4K<@2E6gIFesuq`8rOT)%giZPd)mtWNSV`fmRD9=z)`JK1mSfiy)iT7
z^zbNAu$7v=lw_M!H!9bx2zt8BWBbiCl#^9BXR5`V7Iw|&>cQIkLjhDxLrcJOcTCCi
zkhn5u=cHuS)VO~CaH*;TjG%IcR%pA%T8us<Dn!~CcOqag-~~TP6iTX?42`SIlEc%}
z+04YQwTvBN55<n>%L{BU5(taelOufNCRGS%8lZfeJjP7(0JyQq6I<;Yi}5F>rKE~s
z*UFekZ~j^Bun=@|55(LnwXJ>!@8fTP_E_@o!Yylc*rb_P{#pL|Ir<(wtz|+8@Ry(Q
zi7LS5_gYi){$Vi=ciuU;c;RbIwk-{9L4qWoou?HR5yl?8>oPl3{r$WB7(sNw{`>d4
zKUcd(x=&6je*Ww$-q(|(xfQtbNAb#iD6RKeU;q)p03%sbt@Em(=+*L!uN9F8#XSyl
zz%cnhiEsCoqNMs2R2_#gr)rX(U1isMqVBBm-SzXd^l~O+lj44=mQr(MKWp+;KHXER
z1|#^VWdgPl<fPL<E%q<qX5;oQ)4izp!6GQdT}|zdK#9J_n7Pj8=BDL=)S(NTY+q+*
zcWSy$<<de3vd0>ItZIrd_~+&0<1sLB;U!XZH^LPenFNO{l57^d=Gz(!VVc|aX?Q$b
zrUkF~d3o1R@RF*k(bd$u#)6gAX~ga6FSy}YMR`Au@4GWW!?~|kFsza_N%;bR_yK0c
zZ$a$05$N1$4NiRok0Qn!yKFaO#xx+B&%t5blvHEH!xLQqL&NmD#!I_KlB9|6$EvpH
z1iOb|p0SW?N*7KSV2gXI238<jj=(ZS4?7_2*)9|buabT{JVrO(bQ^(pTT@~dX793P
z-Dv~&hx-S5jMSgRH$xG>bW$T0;A}WQSYy`x1tu@x*8&?x^QDy$JZD$SbM!~Z$%Q=+
zM{k+K7s|>mVRy~*mY21zfwg5$&TQP9Qlz8Q*V~zto)FX9Q$8c+DZUnf{u-oNud%0_
zXq_qdI?&Z?sA$RuwN5#}Hdrd0_Wly1ml15dvx`zc9+iWg^INQtz13bnO3?YY9Fbu7
zREnaL)L;Mg;%T|5gV0GJZ&LW77TsNOqqgxitA!Qc3CH&5FO(Fxs+F_Wzl8ST8wwQC
zSCymnED0IsoC=EBf4j9M&xiscj^=t}JPInz1bj080Ujkxi`$%g?j7ff{X2?FHxOn;
z?!8bm3V%QDikx4rxWVRbM<Vl#hRR<#-!_jY2lOxb`j#}vg6gD^nEbKgp4)B9>Xe$u
z$OV9S0v5YC6k<6E>sc<B3cr!xys<^Uyr~9@3HNRyNw4{zu!=$hW!CP<h_F+O4W0VO
zBNKh48KIvENGA7@y(G68k2NBb&jwk=R+I)p4C4AVLSo)+)k$|2EUGM!#`}rl2iULq
z<iVvC_WN8Xs6GavyNuLZwy%%{;$q%^G)(!4?n4tN*f#?ycv8LEejqAv%_LY>uc}g|
zBozon-%f`?nW2{z1)mJDDeVOeR=*%CDJaYv69GuB%Q9<!azyxgBVH*rWxCdf7XI3g
zGe44#^Lf=;_4Zcwjli$<K(CNr9%-e<4M)BhgLK?;4L@_p==S#+4SkXQoX!wHLR)8^
z4vQR#>u<Tmg0BVNZWt_bV9q8h^8_*1%*_4(xXVAQ7T;sGHH7g7P^tZIt$WX`Sa}+b
z*ViRCv`t#-&3ZpwCydwn#?|S^1}(5m8_6ZMkbfNao*<$Jb=nT^fz5xCTBDpn(V{A~
zy%A5wObPXu)qA4~%w)kkMNLNeqWTrro&#=KYWVlMSXbA4Md3qcHGj_jNt-=6-)>2~
z-$>7u<1jt!`%Y<1(19UtmTuP*YG4D)u0dB@mVX>`DqviTh#*^N>+O9`nggIPva9Q;
zsxA^iXj1QJ*>1DdWAx??U7EjdHlgfAIw*tAd|hQyMa;xxMp10$Gu4Rn*n|`@`|lU`
zIOH+4<lcufMdNU42~e=GMz`rE^3~;N>#rsh+`2q#9ENU)+2AGF*Lz4Qz4pwG08xt-
zo-9cc<RIIxOhJ++*EXy+9JYO`&#Xxl3!8KzjINiD)6xs(jK!n7C(Qv(T&BxiWJ9my
zS^{IOxp|(B)gy87nKY>M^B8w@k!#Ba&<#JzZK!Ty;Bb9WSaHb$d0+exgQTRvMA2Z=
z)8eIEMTm?OMFg%)CK1mdN8t5LRY?pMjZL1h04GF-H`A|oe|p=#k&~0Nv0<}=0=DC6
zThSL0bWoN!`01(uRwrlWx9>kSuEeLCsefu=X_;t8ERYgaXU+OWQ=%`OMtM<{1?$XK
zYKC$f!Ui2MsfS<Yes5puYj>mjW|jd?aKNl7wNoD3Kh>KC=TEWsR(g2r+H71GO@O95
zRpV%#$uo<9ZGsc2C544is{xm>Z1|5J@;uHS1Wt*6m|MILv9DjdJ+Gf}U#$3Z>sP`w
zw*k_t+kr?}Oyfl1ddo)E-sYxNeZM1i6?tMX*rHW>_uB8vF9Xnv2!3SYnlq1&g_V9e
z8UbAgh0RMF)&~#Ve)>^;5Eg$}{XYIo4TpXBXLhE6Ems-Vh<Uyl&qHsK$VC%=&m9De
zTSK{Ky>U;PLb-RY<$Vp3r(fQ%F7iIyES|ZUl;C(uD_+4g+I-=J?q@7Cf-vnE`ZzEe
zlnL@%f%eWG+zem<C5&LN7x5#J?O99nib*`M*$<b<P5XM1>@CHFeGM*NX=`jO-}C5`
zVP(w&;a8gYl!km7Vzotrkp6+oc_k$pHsQ{z4j;vL)kMibUG*LRHX=lzLu*%JG(#H3
zQOyMw&yY=t{1rOp`B#|V9Yx}D=sLkBUjY(gfF*yVrN*DUxGLKnV85pBhWOG6lD&`A
z;waa*6kr4aV>_Ol63LLUFBM)+H3f^c@Ouh*l&k2BEKqd8+xn)+QxCl7Qcg8-fJHnf
zwK##noJBxDBL({al%FaQ0+Z3*z)tNj__hhRT<8qp0h5t2Vo^IkR7fkACoZ?JEM=4X
zCsu_`-Faza&_o?@84$K!aII=P1F7I9qdSO&tIxXf(-Rg0(n~m^WN~fkA3y$mdPH^m
z;DY_zx7DYE(WAX7#JVYAx*K8sA1?#tH#*NI@E==9Rb0D`(pP3EHF)u-;Pz1G)06Ro
z=Ek7OtM!nk0wkLKDHNukSp8!|Jhwr?!zMc?bi}I9R{)~jZ3ItR7dx+9)_c!AWKK%v
zhHzjqt$iQ5ABuN~xJ@1Xk?~CJEzw)s=GEWz@W_K#?ri%v@GI2p3FaiP#Kiq3Afc*6
zgF*l>#PqIgrP{_DfYwItGqV$Mks>%Osv8>%w#KM#6X^?jzIFswzyR%p!EnpwW7E3}
z&iUGgP1F)1Q0|u~Kq299e&tpRFyt--B%u#zFC#+vv9BjT0$rHGXOPrrB7SJ6YzelP
zRO3*ITzv&^@fG+yKbv8T0fx=`X*D4B>*~@h;L1O^8UVCO;ztG7WQd5JD%{a@qAV<%
zfn1fFr-Gmb9Ff@!ZgcG>!MjO`&YKlUeZk*EnVk!3HQ-!e%H=pgUBoZ6bPNvMZcNu}
zYw_lSf(}^4Gm6ML{Ksid!A2A!I(lksqfb3mel+0T@JDKzoXzS92N7+`%ZqaC)q|ww
zljzhwWP&%Q<>Hp3VVh`zJ70aRCzyI!Q&0;UfF+#b+<4eqgLl}fT!NY0+0Hp0NXRQ_
zj7W*hoce=HhQIm5ktVEzZ4-@uY{iM2CEm}I8!pRk=<Z0#Q&L^8THCNbZq?=r{S+ri
zzRXNMEirgzx)LS|xlZUzW9`&X)u$mU2b#65UX)U?n|`18x~wVQ*c4}2z@!;Mq~~5t
zXq-pd<F3-h)VQfX#apV4+u!sPX(`_MlFp3-QekFl%BrphoUO><iF+)w7RuIqe7r<-
zQa1OE>!X|7F2*f+nt(*mL0<c4Y~i39laD;Y3sI1P(0u|`G&l|2;JRZvXZ@D$J}F|Z
z<&8${&dh$Y_z_#lv77^?=)=8EzA`sziFtg{Z0iOmd`J^pu@MZMSFdy3iCd2eKtB@b
zAK37)PA%bK&MiKX_u3lMY@`WD`jJ!N!%1`D-R~frqB1yh0wxG(6_gYd;Aj;{UTg`H
zLE0@FH&-mp&CxqU!R^z-Gtn`E2G|5XdOKC+i@v)3s+073OD1S{<<a`6P)Gpnmb<(O
z@MI_{^#JYY{M|pr_Pka%QumYG^u1$6xoj6xqZD<Iqlb5QfwfNd)e~j&U|&yVaM0Qj
z%yHPSD;MY<Z&4$t&%O@8#958DVXm`o+4zERS&Q45@ygL3(2aX&woy2^w4v1?g3Y{0
zMyxss{H}n6`Ws9tDl5;vG0+?+Y6u$+_=c`s%Jt+({RKWYx%=%?uEN_ZS9}9lts!#v
z+s>$@%uGq|Lu%W)m#V4^Trg+ng~i2Zj;}!dNplG#K=199u=-v*u%a!|juXLm15UoY
z!|!+BGlXsCDw^Yg^@r|k;h*d_29)nhYGn}ysLU&U1qFb!_G`Q6v$BbMJZgQv5#rCc
zb?kA%9L@UtW8G0w!*{C}`41#=DlRbQSBIkM9c|IIxCk^(bI(Utm);IW1I~sz_if9V
zMT^NOOMGJtFGsj*>uU58)Ls|H_4i2<W&9Oz`hRDs{PTCS0JMR?@X(xx^-PUq<1m*;
zWcjc6t|l{#c6e=4RSm-^w}G8fkmR`6a4qHslf(oh5d+?-nVE*uC7MGFF$QD4kpPCZ
z-ee&v3Zh3yh=J9JZ)|@`Az428Gild&(9WGrNC$`(AdS*+t{-~;^jJ5O6ctTCt-HGJ
z@Owm7y?d9yK0qnxULhs?u9%?;h5V|V@ZvLD20!vEo~+xW0JM^l5*m$;WLA2>&i=~A
z>5S&m%A^;4_sdQw8Hy17<hR_i(GT{TmFr$R7=#4WkfVcXw3vWrkLsga6eJqMf`=-$
zmJ&>pD<<PCGkk2K96Szl_;3E9-=h)p(A3c^GwuY+=?DxQK+Tj1yL-mIjq<xa(+8A_
zDRs?6x}-mFwS)-pxb{n2<|4jbynh!oYnxZTXFHOWm37wa#%LC=7Xb}Xdo-KIF5Gtf
z>yu+o2|@DVF}c)p!sP%cO;24*`2x`Czq~NXF&f?(wynuvM=TC8@r-(fL^Fq1Jnful
zsz8XR#`1{^SWagJmb21aDExA8G_cz2lbX7vPhYw-J39-cokY&Lz=t^BzyfD@{=$N&
z`@RVH@CLR=YBu4_EEYqU6GEO@;*-D<ion@@*Zn&>pR7r71scNR&0Y{mDx-yUKIzv9
zf^Q-4aC6U30}VJ$@Uu&Bp=K$4UE{S<;m4jF9A-4)gC!fB4pp)!fb*F-BL5L&j3sg0
zpARf|kWrAaq4=zrL=pe!VgT6|aZ_=dEr3#U%Cv_|TXSX2h@HO&xZ)TczB11NN{iG=
zDo)*kcD}7jcuej_qTroSaF%Ex20*;lU@DYH$*Q5<i^!IH0AWbk#R`{_BJfPMZ$&jf
zba9Z*>h0~N6b3M<4DGevmn4{JQ%g_8Xfso3so`?XGywhn_S%XNqI_evRA3LLq`xx^
zHu#{ULx%VRI;>lX-i?XZi)$$-j!)*-<X}CNg4(`TwV{xIa`N`RxpS0+e42_AUk~K+
z+DJ5*DnI+)2Khj7R#sM8+Be0v$ns&Y;7j~xhnd{Zj~V%Sy$}t5)!GLRDhF$B3fv-K
z1b)Fzv;NIUwg%@wjhC*H{~jb0a^23Vbr59-$d3?%f!AT@94~w4HLj*Cg!KaOKeuBh
z<^Ag2Q;%MXsd8RnM>pU78P@~J@FG#X<XAUt#8i*Kv*OFUb`JcX83B~q`}u^_yDck}
zaMKsw?QR1Hu97&#Z`=1kiF+0{L&gdzTAu7lK{XZ!0@2?e9$f!;6R`j*1jqTn(T}gE
zS6gf%Co!iP&KTvr<O_}<_AebYRs*zV$o)X#kzG&yp}<T+ME#F2+DWn)npzo_uhLCW
zS1~9CMlft8MQ?`Jxh!yckh$2KDPWyh%EILQy7$=f?one?nVA+59bUwBg+((&{c|HW
z<54mysjAT^3VhfLqkqT{N;W#LUS;Ja5$WD9)ovIElr<Po7vMerN~}o_JzNmmJ82IU
zI(CgDU+hlaITB#z@Vw8Qd69R1X)12G6d+JtlF9+e=HuAn3Mi(k_Og)lB+=XO+m{5X
zzkTDwobDhRRZjWXIrv1Yy<>NcpOh#{F_V9NlA_)b^m}shHB+FU%ZtVcHYlnIQ}6(U
z`Ylnp8k6P0?1V8rQ_HQV|2cf;@xB$qv*lLMhj)d`5dJ<rC8a!+cA3frzO>Nedcw7x
zqDdP0@`78}(o|0(gR0{OM))Thgz`-_4G@<#{6*-EVfyBTZ~bn|NgdU#9nf2tg`~zL
z3nnLl54~&=Bel(7se+hi5@BTFEUo;^OiXGu(nkoVRdMY%HI~y+?Ua2d2||TPsjM6C
z!K~^P+_Qr1i<E{u?*NSRDpKKt@E84-jTZ+Y=-UaluVzu>IKSRvIPmLvIM;h&u7cC}
z8lc32=gaROy(<6aZsCRnyWrRL0GG^@$YL+UJS5t~xx+ILzUN?z`u15{hj8OQy+N=`
za<riJ>)xeSzppSB2#Ll?W8~?a>X`O>G5M^G;bGpM5C#E%+e@~ao@fuU)5W9C?bCZ)
zY%F{aT*nkI#w_5`OS!Jg-s|fpj}r62T2Zz<>G|pb@Bnv>y^BUt_;p~$Dho{A4w&7(
zOzZL0V&p;M#>j}3IrTB(;~ywfgV%&2&{By?wM!1sumtZvL0$)mbu8-LY=_Jt@+7vr
z-h=h7j`PKz>Ly(Ee{J(3wbp+?*;Fb!MpYffSiGKB%rv`wmMA-b8+kJ{fQ|AwO56Ot
zn&^lpswX`Brvy*VAC0%iSN-eQRX^7vQfKhlxkrG0ER`}^@o`5Uo%p=d^vRuJMr8X&
z+_hh~qOQ%{wB0;A;kgjJ4ljW9&tJo5om=@<sH|P)#%XD@*_YJM@7^2DzPL}qr7~C?
zR!W?cgTBdgvQllO{JO0&YPe5q=^5CtTeb&wGcD9U`_yA?L>QA$@Oxx#-6e0kfOjRJ
z0}4)p2e020;`08pO6+~JUjr8ItD@TOR=>K~L(L!{)4ge-^Lmj1Q+zn}%R*RwoP(A1
zz{({#nO<HE9Ak`*Ud~mG?zZ+|&Q4gnZH7qh`SAD)D7ar-!d~xM_oT2cP)_8-aeUoS
z1%MHI$Gk=xPN@>|BPzQ8DIZ1WgI{U#?en~GYQx5~cI8;gN$>l6aQHuKQIB9Ja$~kk
z*-4$f$b{7J6h89`C*L4a$UQ6uR+X}O(1Cgdcj9rJLTBqA#nSB;;v3>6K$sD+Zz*$m
znH{Uvq5Rio(-uh)k`!&@9LS@8PsmW#hVrL4AHDsOE8}?hsZyURK5>tkR8Ssc8J@e~
zz{9}MteXNF!t5USt4}Xtn0z{tr8gli+#S>ML3>L`G|`dvg0F7DYEc_8OsCPl=S^b8
zqh;cr;~_tu)a!<)Ag|Kiy!m1VC^hm53P325mzUq(+2Lcm4$PqVQ8j+xSjweql;f|o
zIMaLxfK4p_UCNUM>gcg`6S+W@6Xmtgq=uLn9&wL@uH~Tw6fPi^tR;dN6xjLYjWhNk
zN3{s;>CZOH4GAhI-YigG*-YQ5ac}BYBR*1_SMR$3X-%0qGC8e8@;8?=OV8g*G}UjM
zl`-<Tk%8Z$5nmbKjXQXysre-y6GhBhjLNAJ*8Af|&>G8f9DC0P<9n3(vGztMjvI{N
zhaSFm;1*?(!T%rBy>(brU)MK|iGs9(ND2rj(%mX8B_JRzF*HLD9ezPN1O%id1OWlb
z0ftcN?oR0#KspEBJ>WO)`+45yey;2H&+pZ1t~tXwd!K#wUT3YfS9}&U{t7*V2X)Or
z$5AI|(9v~PGjpMOvHC0NY(k}hq!mP*>&sNg^=j7^ivl{WS8nr{y)SX9O!R)}FTq?C
z(&5YH+wpOg|MnabP_A?K4tU#|Z_2ym8v%7bp4)<hlk@oam;%?od4|SxZM>rIqXEbq
zW^RO`Q)4xfv$Ad}lfJS6*@Ou$*XL!m)YW-G1kISKA8^pYoy~ws55WnHFSz#5!*Lf^
z$F31tAghp>nbq~`xK!g)R}Xo&-JCM(idLo2=%=>m7Gnvy8M`M&hL*Pa=ADa{>7_Kw
zW^vCc$~@(<aH52(E>Vl0ZETz!ODF~d&zA9A-ti1mDpkM5Wi?GT=TAFyo9B+iNEf*Z
z^^5`#F4@R;>PLvc(bVxT7m{^vfD$O<QHi+kAvJ7WfZCC(UN8t3!wZWu`3gK2z+VLt
z#9DP`5dGM!Rnw*7AT9j2+3|7hv!aG|U{^^w{K<6mfPsP8!}JthV@0LYj8&MHY*`Z>
z=zsbyFxt*U!ln&TPsVS^%(@8ah)sevWlaf;*p3g&)fV?VJ+4Jw0Y;J6Pv&yJe}8Iw
z|5-4hq!e&v4Qb*ggcs}8sotf)-^6KID1emTUHkDC+r#Q3h@&BHAwu{cA9o3OI-LG0
z;DU#D0c@QwLO+L`H`c8}W%iW2#HP%@vmf|xg|t;$aqv#vt)SdlVcwMS_>q?QiI{#=
zRCZXOKfPz;e7B83S7q7+^%)?CV3K}noCWwA4_R5^60f752S1M-X71h7kV?wTp<}lH
z(Vit6so&C~Hl$T+e)Qd5v0w7DOroWk6VsFMPMJ2luouMUfp<pK6g}F?OWF|(#GkEO
z+TsgDNTr1hDdcMpyQq@ZPfFuTV^maBYWAA<<9=QDmVU9&h9mC!NO-hRD@HsR8w90I
z9d<hPZ+{2Ma6Bi81Qv;gP(4SyZ^W-cw~y(l^jOc28>*2nWfj&BJM{K+5bjeYtR9>8
zQ@30h;F?l;8?l^&&j+N0Zo4fN7jZOw={ABS<XDcTO&<J;26I8rt1FOYq_$2=K!Jxr
z$Dqehnk!M+Ov58VkIuU=Nd+R3X<%$-`Sa(`2TfilQW~@yo6cYpsRrWvbyqm!9@ro$
zN$;71eQ247Xy3R9uy+4Zdji`_!!+Q?SyEA8BYC<FG*=T&qRFIK(f3Ikb4QP#3sy<1
z<goVJx5Kw=2PqDnw{+m0k3)VqV_>iic6U!Zk@+0`{2I{lFq%dgosOP7`<d&?rt4t(
zjTrz?5b)#Oj9yyfI<Nw9pZ$V#VDSM@M)C6$S-%`Y?oYAiLClcT5(X}!$!c}hAm@pB
zvlx%fA0lpf$w6xLsS-JA=9I6f2r#@~)E7ks+Tnge9<W2l`S`2zET`cQ4V7i8hJ}X*
z22SeKE2li9?A`449`)=fQ$z{C=F@8LkyqMP6zqcSPI+b_#G{x)LYR4RFoWCW9)>q#
zfbEs10PY}+X>6^<(WIUkV6}i0{OyH~^b9TL2!s9R?(RIlaW~ILET63vyISJT@;1h2
z5fLVr`yP|QwilY^$3mwS7-|N%TrD%Dhl!9;(LchgEUh}Y0MtTe`O?^$4WCh8WcSc7
zxz{&|&^{*7ZPo(d&9s2BGP)Qq^mS!G=#?J+>bCKUJ)YebJ{y5;QaGJeynoNW;$|Ik
zYwTpV7GGaL*vcI`SY5P6QQD7zQJ)7QM$38{f@;oC8*ST<^<3ufEL7|gQp50ecL1=K
zp@-NyVjW@q9bUt!-<kL!<WVbhzyu)*(>W{$=CRfw&WG^$rcV!5CL)c0Xz}cP5V9S-
zdMq48-x;JTD1?rA7_NsF<SJEa=f~=KY7D~MtdL1_Unmh>6ekd{74PAlO9o15W`WBi
zwe%p|h_Aq6Ln3SfY(>F|S(zE;nUxPVMHha=DJpbSunO8&X6{mgFxMF1eV!d)1R>vA
znwsWhR>*2#g&C2<=V59>^B=FOZK)%_aTRqhNawa!#5<e{f4^giepu*&rR{fT!vd8F
z_{LUmF9<$<r34tu)BvLg_nv~CTF3;D>v;&TQLy)pA0sNdzaJX0N~7=Okm8^#ko_|J
zz)@Xt9Vo@}Q{3YVZq8RQyq$>w2$C`Pb4VV!ZJg?(2W<`ObY{&H6JsE|*KNOLPnMy>
zl2x`OYr!3Qt_P-|)~`8UArhvqx`ZKpt1xhaUOoN&JY$6J=e|deZzCl7MNqwXgyr}5
zyKQQ>dt1WRGeH+sgXR`SCJH1s1^4q^X0nQoLga^X$4JimzyKTNOL>yZ4g$rJ60R>d
zyB-xHtfsmW3)cD)1>)}FRDgYs70DEV64;^VPK9Popbo3PXcdpTjO-touVgI`tYHIQ
zi$UiNX4LUgV7>W!<9aXTp5sc!Co;Qz-D*ZVn3Pl0cJIyFRdHhzg%o}l+tZ8&PI}fo
z#3C3PUd{eKy?=xV{cKn5N$sl*5GJ%5q%j3mOTYC}sA(NIuLp%it;Y5_JJx{DbE=xG
z=Amb!(aWbqo0{Tld+YR$7FK$VpCFy(6s6f$0LVj4eVZNsFD9s=(>`J&5%}lhRT$9D
z9QVqMk8^RaLLc1#mc6xDg)$xYvG#hH?%v6X%v(-+W@3^wPC#w1%|KvyK;1BN8f+U+
zufiEA-?0YF(+*SEURKe5<A5EMRZf~$ACyg9A0y(l1GC{0QD&l`+kOuTAW5jvjp4&<
zjsr5-NdhAiV@EA-c|{$o=iwnnjdKm0k`~gh7zi;g5(77h5SRj^qOQxBM=A^^Ur<M1
z9J?A0v!n9z;iHIzdd1mBFK`EwMUg~NvrS-j=n4!0w*U^qwgCU(wblNXoAwJV2ZQk0
zy?&VyV?@U;?D$jEkl!&*S)!1w+SB#AVtXnjry($*Hz+_Tya6QwG3BxNB^~-PUB@F`
z+mS;=G3kBvnI>z^niHzo%*o3WI++gECGLZ*qC+ES7Kwvyb{FCA>Z+-W+61QZ-f_y5
zEQMATx&%QltE$f(VEYGd(vni*44bS=qyl)UH0YGa!k`Hns}#rnhO_J_Fxxa%Uj3U)
zvn9fw+It}_vc?nJ?+#>oKq^GQJ&^b*E(+T(ElE85*#@Q|tH8w^yl?~z;4UR7nW2Qn
zwX?a0k@j1ZpE}SDZlW7-!hlUnQ13YIw7+HZkaOMZXTj{xewipUx2<{&`%EDL!F>YP
zvr8EG6qMnMOFikBc$6SZ?T-3|3aXZ`ojnDTE^7WYPte}pp4(0EJgG2!bF%$BVh&`6
zaHJ6<fN33Q$<oCuMu~|6{9NN_W<z5s4yew9$1)LRi;Bm+U&f{QB*3ytpw2u_f-Q)R
z6_cl(+P=R@<=x{I);O~H=#L-g2z>G2-^><}d*a$L=(wD1WN}vx+|t}!v&y-!`~?Vl
zNlNknIuofq2!Jx~Ow1lhXs!Xg-ySgm6ehc_1Rg7_ne*sQ5MoB~c38N($8%6=2(>O4
zKlZ1l)YTTe)PvJpG6CCMQ`E60wFFySkM;LbByz_bAX5{gT6R&G#>ER&D{P!tbu6U5
zKR}5}@Ac2>tP<=N<4aPAcqRUv1;qZtL2Nm^q@*8al1v;F94wJ03~VLFvYW#cf-pum
zdp>f2q0o9I`s*aXsc8>R5H-EqM0FLtI9#wczj0thybmN4iIUb;5dB5#plx{R)0&G4
zWqKswn1<`J9&WmxvleG->>%02lA2?m>g=$Hngh<tp^uL7e>lK*5pE9xZ^bhPtz8z{
z;|{kyl7s&R7~=8A^Y}uL0WLXb@aM~ZloJ`J7<*d?6;h5L=yMOD3Ky=lI|e+srtH4e
z6%2ge?{Dr$RH=)irb8-5MR8M{bWg*Dt&fv%@%k^ol)i-JZ4vLjgwLJtG()dIFHAS5
zg`Rlm2tah!ZbZNYFkyCxx<ByDd0si*0gAtg@}CL%l+r;IBM<v(>Yqh|H(ZK-qiN`I
zl~a$2iaJ3nh<Pk-SUFsN|NeFYyeJfebpxD*Ws~oBSYny1xl+m})&V5aMUWx-7C%EL
zfUy9~Vh^xygZ<$Lt~uC#ip9F6klRnEYIU89r<qnwSzIa5b=#=7?rNM{3a(+(s(11U
zx?S*80|2s$a+9^q5Ot77VQDz)Xlc1ke|rN^Iee7j6c;@~ASqxYHw=+`rS0gAUxMn9
zc7M+E>-iO;6~6>$=jocl+md<b*?Yk|SA%pp3=N;OZ?wSxrtI+*&Z})$IP#HucMuX^
zSr{2#Sbu>s(*&Rs7Ok{(XI4Lczd4(arq7sR;r>4R!Oisi^w10X)YUjVI3c~iJ{3Yn
zJJgkYmSjux&DJcgc#ASFVSg#4B{-dp4xsc{G{qckceb&UfAjqka<=_ogV_%<OArz5
zggRTB@Nl>@<g&3zAWeP$D;*i#<kh<bn}h-13SN^FQFjKb1eV_nOI33nyFt@y%shpi
zTfHm+QF>)&jcw)XX03$3Ec=V2Btt&L9MS)j2X<?C_}U$Vcel#$Uw2>f!Ih@=z3Q}T
zIc(XH7|Sof+1uW;zwJNRWBP$Jy~oDWB*i4T8srbZv=oJrrA{+ZeTI4VNFiv2&G7ij
zANmZhQEoa#B_~7850eAx4fk6p&c+XlDF)3Z8JLfulSJEuV}e@9aYh%fby~YW$c&+w
z7~jIe!;_8=6(^xJ-GpwcBpG<5J9E5L&d#SstKpa5JOMts;ZC{;19(V<l3z>%7Rb6W
zNQj7Zde0CV>yr?9q=O_jk>xQ|XTC3wl>0y@3T1mnM3Se27>v(@Kq6^*yB-DBueUXY
z4WQP}tPYoa%?=M5x<ZZ@IH8K$EY|OD#~rWiE=aG=K}d+h;(5*b$Dd{=f3T;-@Xpvj
zV#O`hhBBS*Sss=j_6=s$at>vO=C<G4QxGRb>`sm;w`)Bb5RfeIr$ot6jGrYhOBD*<
zy#*a9l4yj`j%RZq<v-AI?1S_s5Z)Ra5pf?*KWQD8{JEsW0qh0?hcK31i4nA_(R1ww
z+CMi?HMyz}I`T}yoT8x{fp+Oeu!Rpldba69-4kzuu<a%J0;u4-<OrU#Ri|KnyweqD
zF`X#spV?+th^A_grvzqpQX_6-0zr=#GXq6z9%3tn*o3}F6V3KHp5jCSR6;75fT?tX
z`>>`&HW_h%N;a@~k0UeT)U=)`a6YUbV|gZYf_H38@$^e>PW@=E(Tw$3=Vw-t<>{K`
zd|hkkjViaD9gA_sn;71_s1pY3@b<2_?N4Tz^E570g3ji)heS8&tw%HkpBqOXwrVoc
z%$7Ue)>hZk6Lqmumk)l}*5Iy;xnFB?B#Vq`IQaDG)68SZ4GkiXA9RP;Wvg#;dRUAf
zPSYA=?^6aa!Fa1H7M%ye<vFKs90n&Rf8BwPe}42+QU(K~s$f=fF|3t0tGzX4_aNgd
zle_al`{__v&|H#8hJR8A(nu}tqxixki2i#%%ptxURTqpwe>vJrS_?Y$@@x&&Zncv#
zOmX9Czf9<D#G2fP+rqH6&afWrNY{2_WQ{v=*k8-@aZP;8V*9~(24sptz&34GurU<y
zv4cO_$2k{?<vd<%zaJ10fvtzen#a0(dE!OFA5{?-4j=UaH-RcPwSBDgBn>yj*ckX`
zUU=qW+E#?!m{Anoeg7(}v{W^NBch>h!BJ3gW%_jgiC5r6rF7v~r>_jhE2&2u8ifW8
zATeI<)1*QmDS|fIHfwQS{?T#%Ea$XMI$#K=MZ2tC{KqZXNA2$;60NEjqnxS~?^|Hf
zp!#15(_AijjEWZTjedL6T!!tg`|g0cp8KZ60DSC5DZ&|zBYi+N6eUo8wn+nP(uKye
z$pD+Om8)x|bK8SRc>BnfVpIGm;Efxn@R%o2N!<PmAd1)N3_m+WklTK#+?u6RZ^seS
z<lFf&On+=_%&+h)dPb8+bmJ<3D603VS5c!n?|EgMMd1WkaR3I~z>^pGMD{t#3A$&Y
z1)W}pQ&xG0r3G@wK4+w5A#Uv|dI?|W;MeEp=xRj$*2o?(%!zPVA*0YVhVl9tGOSt%
z=_^Cy9$c{E;};3w(bLi#R|iRXDqWjyt0T);sv@H&Y`mW4679?5O0UVaVc}Np8;lCa
z(&pK(8b3e&<Tl2-FkbGiIMa0l!#g~{_p8HlZ_OljeP&}@x{VuS(lCXaOZ&~JIpNr%
zaRy^`Ye83XMAD<#b>JPE{f1z;f?2KvR2jNUq}yrsurx6y1GtMz6%l>Q3zn{^r2I+P
z4mC_rwQ&O98UFLc4M%=Mcf&NaB&<rw?%6u6*mV<zEp3oQR4rCt@nKaiMMOA4klv66
zHZ|Y_Zt43zr-}~TG6B4Efw8t;cAG;C@q3civXM#rnXl&zqoleP(d6#!On}%}`R*%I
zlp!uJJ;G3U{PS%4%ym5UxQ_{EH>GORcKXTtGP-v3jJ@MC*w^7<kW-!uM@w+GJ<AF@
zS9R;-nV^a7v$cV8;L0$&>^w8ByGh+E;G@EcE!n}`>}I)Bof7JF3`WYf%vz`=KIemp
z*V?qDAjN(70z9lt1bs$G|9~J13$R8Fb@E=F%sZP4Wt7Lj#Fb9qTG_lwOBw&}IH02g
zBzRG0o)RKdRYaNkuJW=o$VEPS^yr7=%2%E0*$FKZL%3yyN1E9N1Bn*}NHC*a4D0gv
zPzHz^1G>aoD5wh>fEc4dJ49}Fu2a>I#`T30{kr&kT+0n)nep7P6{poAUW&#$-u=@m
z|F~KT5PC0M4`sz7L%`4K)SJk$+)t%8oV5A?pi`z*JO&ue4!r@KM8nXj&M;l?%ttCj
zs}b(GKjp7oDcBSlG{Msc1I*RTFy*#c0=+kSodSo~BnF48*Qjbo1q7Hrr5D=_Nga9b
zTLjk%7|(9QdSTz2o9IImnJCLk`@r=9A>evzkJ;t0RVV)vEqdHr?q<z-J1;j6)W$+@
zimt_r7C9QMM7LzCH{A*;qCo2p-ctAokJn>bwL`9`G(LHqsd0{8Ogt+q#BGSj`S~Gy
zM0NiCU+c+w)|EXjI?T&eBR$bI%+h1ve#sKZy-KLq#C;IjUIlT;k>Qa+|9MghxyQBo
z0^aXZJez!<R+Mwa_Pi@re1vd^K!2VbrSQgfU(MJt0_dCGl+-Xc^^8=g*|c|wbqC6V
z9-UzK>zV=FNrH5Rr!pq<c9`cMm#jg*df>{JJE_pX^Ix_9<yS<~pXbn5_SDvF`!D)X
zjc6Z6bUjXTJnPF}2dJAEgyP6O9NRzm1i^Ai0Th0(!#2Gj%wppX&9ASYW;mh~CVk`+
zc;Y-?0;Ne$kIHNofJFeH{yjJ`D<<y)0))qT-V33U#@Mg%l0vaQ<=wYrc;tGAzv%kn
znRx|t52hVldVH^@6lP?Ii<@k|29fyyO^yr2buNP;139W&V_N1|&{AtM-kcQ8H4vB+
zzQqnVPVq_T{oVWIOH>~!#mn4v?^i1OkR@XD^hmZ;PiM=96?x~iV_L;-Qz?$u$*_^I
zi<e8&q)sqZpE^<8vEtsK2i)}8Q<yQ0A{->;K9G$;0^6FewFNRiFE8)&XZ%#{{MYqS
zP)NMBxp`|xhrGK5JubA>cX*8q#L554#5VDvaS=r&RrEwT$^IGzBCWP)?x)i1`dX>S
z6}c}hW494Wt>bT=P_wdvfL`EvMu!&OLjbf&M&JvG30g{w>>a4=Fs{5)=nQrRz_6?f
zKqh9iitTJvKuYiw8UoRTThDZ4kGH@JC1_78VO|K(9%?t&MvS04{3=_6hH#a*v2qov
z-tlqrTi5G=qTDv{%29h628u8MGbu=q0Wa`#cMG+D47;c-cMWWsHWTpXNJ7|9OO~?@
zUQ;k?0N&Sau``!v0QZU0!j*0tU2SY^{934GB0ABU7abcbRngJ&{fiuOJqu(kOxtp}
zh@STEbhY12CyuQ6DgVgDYnEgK0Cv4z;CWU$G_%^7Bp53AbR>J28M8;8S7p!Hf}H?y
z{19XXIqNlrc2Y!JD|i|G2$9+#neqhUzd)D2XzqBs&;QoSs*YH1W&hx*lRw#6`u%Pn
zFDB(rA@5h7R@JaU4>+Tmmh=JMjAlJl_3F%PWX$di`w$(B79`4J{0dNE=nQsdrh@BO
zi4Hj{p*{m`Pj<0Dn~$u$ncTgrIu78=YHuAILCY=HCJo)Xv_q<Ojf6YLBb&#)j_1}m
zEF2j=VU6H6LPzdFKyq%E$g$=7fq)6=+aR|g(XnhZ?MBDSn4jTd|7=W~6^%fybyo^b
z+0}yG>4%aFi|!kW&k09ls53XJ)!fo5xFeY9?jr1aF|AlVrA1;Ss9h~YvkaWr?zV&Q
z0=%8jeP;`v-xK0H;GR0)`<8fj&CH6iGJQ7lKn*4RW$;Vh2=;Xx1s$D3t?I*&CI8b^
zcbmF5v+{XEZojOFSUE`JV~zwl8&Q(qrNv~2gGpG`nB2Eo7(lYVMz!lMfUxQ9>#L(T
z7F;gN%rpkMq&>3;RNjdA`2u=VRadTkJCTrJx488|qTxnqsYn41o8FShxA7N48I-|#
zLnDp8BFY;SGgaYda_jH(mleHCpn4nFuQS(EPbMu&5yYazF#06t79(<xq^|^n3YF0+
zb03bb`+*qWG?0Tq)xtvDv++4<jWyDY_)fL6n7B!`=InU3?1~fxuYjVNSdV9f9vcm}
z)kpWo3aia0<h$v}pJJ;Pig@=D1-3V3%sYH)1z09IZ+p3w9jQM_={t`3eEp9wx((Fv
zKDrQq9^s9vAg4oFR~Nwl&H!kCVq#*=Gu3tnCP6~U4Kh<Ni@l54omT0If;Vx(rQ6ll
zZ}A7e|3YH9bZL~eu1jDOd#J0~x5Z^;v-?ZP&-9{xIISck@Byssa66@nS@|H5Ri2ZX
zq~&<{yGn3d3bjiewp{h)-DNv+nMwMvepuT>y9*JG{Lm$R@z7op&nK(nD&!xKAFcUx
zq?E1P>7ud_-KqgkW?$ktY=|wHk%{{*T%wU8w?muri`xfS43dlwqIUYFn-4zV@85;=
zTKg<L>A?MTs%USKM;>>>c`NKT8v7ELQizeN0Dum;-&t+82C>>jMeDkGzycG+pvVI1
z*o1zoE2=I1KtBHdX5knwnEwKeD5r2vcs9>$qFPT6Y|U@7U17t1(N?UOL((+v)!c0A
zenze}gB)o#SnQ8OBBbx)+!n_F$i@o^E{b;+-ENdE-T5U+g(b)k_7Fy<z_1}*sI@0_
z^H@<KS%@DxK9LI$_sjwC)HyoCvIf$cnI4lD@(hRy1Kw#T*DbX;E$i1qUv@{>N~f1>
zuOKF~NUT3RPmzKZtd{Fx_tljBLkkY5y%bmFreA=OTj~}r%*#B*g*Ok^b2-aW6gJgV
zq1zx4;VWGzd{|xX)DnKqdcV!e?RL15A+Q%&+PdAV*BTEM|KJ@Jte@4I5uFklQ5xGh
z3eEo`G_Y<U+|OdZb4Kb=lNl3(`mq7r8X#m%8nt%2J}B{I(%;yBvrej_@287lRq4TI
zCi&4#1!7fa-`A)q8aCxTebDNUh<1gKFFF78>6@1za<yK>@V$EZ4S>E{TBTEdVt`pV
zCJ`DM8Zr7~AES_LiQPjWnsJTKJt9?Jtj!h2L0!T>CQm*|U^-d)?bpo6k*|<a3|D`o
z4B^E31cK!8tLaG*5F8F-kXZC;EOnrjPO8ykv9YlQ=bPUBjVS;*N{-n@RY=B`HYsl!
z-!WFa#%E*|cp|WH`qSt76t4M5oxkyv6L07;FTp|pm05?t^i%yPI3)tW(oUfjv5L-}
z<-VkQ%s2qijCi@@g^Eg)01?1526aF{4*xl1YJ$M%RiE#@y}ckmz9F%;Uj&qo2%qd#
z$S|qC*0dbX^7)6UDDE?-3BeB$^i(GP&+LzP!{WV!4-SShyPW4dE5<wJ1bz`%Y^fC{
zwBvjON#6~~U=|uj7_4l?fHq4Wgnadx=;Q!V+6Hu<cxihnA_J$$LVlC-pK!Cf-5yg9
z*Jsr+b;YyYK@Y`Nqq~pteD{u@NUhufAVwUSbIgVp;I}-%qzK5djH<A~(cle_phA$<
z2oPw234y=d5M%%ta$36>VTlc#YEVTDF235d^I8Jyu;U3^@AyQBqKmAG3Q4Y#K%T}H
zh(24mP7N}k2}35%#j-UpNP-$h_OPaai53RqNjpLN+<SNfESf2n4GE!XyCP&t>-6oc
zcYj7`l&>X<N5Z|hOLeU)M+eAKtG5?=6s>Eqg<+emg~7~3MSkS`UWc6gVrR!<*NmVT
z*9*rU86#u93n)jlfJDU3M1CU3Rxc$8ivPsu!nE0*H|q5H7#H%rWI4ZHB!j~t<<_%(
zTwB80ub&wgWQ>UKC|2|jdakst?I%i!R`*Vh>;~bNKO)?7toX`<A94`BfzL`m6K#b2
z8j|7;iE%?<eUl29Fy;V>!PQ#KE&!cH{=q1R76=WzFDwioYoF6u#}$K0SF+Ea6DIO;
z5gIrZVI@>q;YPHwF>5`~mBA@6y)#g)XsyYsZ<p-;(aDc8bwKh;bvAg)!eI5eS)y1?
zt!EIWJc=YLZg}h4R9}z2?5wClK|$fQlpvI?;dKl+nARU4p4)ItnHv99v9UaW_)G;!
zzXSA{+!W$S1p~00ockgCL>p}snelSD>(13vgJK1tYB&OwjaeJx4omx&%np)rc1+DS
zglrkas1U<;v&QOv&?@&eWi2<>jmY-#AH({jUez{!j`S25DEz`PIe_)5x`%Z;Je-`r
z2%rtsMOMjMU;#K{5S5ND0%Ym1yMD>#k9RMjpB!{ogTBJ^acTzGKNdeQ{Pr=db2YoM
z<5D%J)q(eSUghgB37_{nd+*<m;oUlXJ<YtSvhQ>$AQSSdJM5AU_mPzusa3X);|Z_I
zb?ugNsZ%aK=MM*Ecuv;e@)9(LtnpIt%xdEYd+w~OKpl1O#t2p($~A^s_&2t@FZCZY
zNXi`nc$MrV3Xk$!n=XLC5zC@8I^=fAiyGEM&rrjjM(nPxs>-ZaqrJBmHZp)Pxx2Q<
zs)1v7-@!i(d8!}ptgWmxmfg;5&GZt|w~{Hgpt~%upM?YOB%Pde*#^q(l-Fy6jdh)r
z!-8%2>c^LbQro*^MTr6q)-%yH<NS3WT&KQ1y@I&xG5PL$h1m7Bw-OcbS<lILJ5}x9
z_0LkX)jwKN-!;RP#Xtck39*I?VYaE(r0T<jxZ&lM3C?<Gc$AFhfG<}+Hz^BzAZni$
z_ICM%e6}<3@%4s2N+SEMXSBDu&UTWH3gp|}OpO%ukm;N|t;_a#LkXJJQy!m#gjsYE
zZYc&S_)5-8AM=af#qrn}46Y5*sBDluB7!L#eLT^>slzvTI=&(vRdort-V)O4q5Sth
zJz@<6vjN^s%KK3zA`WZQ%pqIbw>O7klG#oB5Aq|H^AiZ9V4;QC8k$vo_waZqP&=(t
zRA$;|2QNuCZpk8b5&OeYv-VVEeX)5Xv`UaZzrjASP&qQVf9`RS`?C|ZtVv!uk>n3a
zadD%Lj&l%P;JAOMKxVU_m5-Kuo@p|Z7y%Q7ElZZ-j2saU9+*FSZs2714kvHEpDjl$
zVAh@~6OWY3e7u@Q44BgRx1e>4!J<xj>ueDK;<2xRzop7)y|;~u8#UeYEUs#ot8DYz
zCMoUuVeeJUb&NvA0cY(h81ECW+m=>19(=QJIq+z?PK4Hz$LhK`{iaxc-3Wb!$CY?D
z5%wa(g;9Q^Kzj0ts1$NNv!-TJ6GvG|sSsdfTaA?ogJ|4Ls+OA%_y0B-Y>49{bnJdw
z{(Al^9%(u8VrWiM(PBhJv2%?^_NgBPa`M<lCgvpG^;&C=UNt<>S;Ff=#wAWL?G*9e
zV?_$ODbZPr$r?tN;<%9dB(soD%y#5pSUGfc`w^$(bkUi~)X%$dR!%CfG*IT)X`Z|k
zUlAFrpws{}Zr`_+XFub991W5^`+bfGBdYWcru*ZYGIwSsFa5$YaN;ex(z4KzfQ^L}
z^1{z^vw;LKCb0KmwvcxCZK`-$zh2*R^bY9SbJ`)DdvG<ep{>(~o2frm8L!>98(+mU
znW(kz({lBK-f1@4V$s+<JoETvXdI(}d)9-`=YCq`to5L4YfvwR5L;F>!P=o<o~^_V
zH{H$9EIoYm=Sb?KtiJ2FKG<!nxxrKm{n_Rx^>f;<V;tQFV*^T+7TAS>ntYnd+S(^4
z+g<(uU-<Lq8)Vsauw4cBselRF!&gSDF9HKBoz|v>7CB_v_6E$CDou29!;>ve`-X4}
zT-=|3N743!g4Z9ZQuK~<4Mm;p8v7$g!jMAb4lB<;9OUkY4rY&GT~Qwsu+9u9pa}{3
zOi?Hp$$Lv)mbtkC<;m*xN^)<S>+n^moLf%s6%3)UVG3PC!}Npr<YdYR>_h$iXlqn2
zR%ZTWAT7-Q!LdJ=zwx^YoAsjR!7who2(h6enSgi_$qu9S8yZ?1Ry`qJW|bL3t~tZZ
zxe~PzvD@Ee{ZYz`R`-fZTVCG#c|F?IYU`zp-|Wj!|I`7w#f+@%XDfjtakr_ic+Y||
zfKQRc-;W}j2UBfV`>1sA3kM=-EcvgcKdvI))XW$=`GcVFOyh_6!s(AR8iI9sCykcj
zys6X&lj>EQ%6Zb0>~NQCW_O>m(QlB|AAQV2ETs~O_>0;W3Fa7>S^PX?%Ab8{bv$x8
zN_wg*#SX@AWD;ES7Li2mg?a+O$R8peGwx%hWIB3v@+^H<>@W~aS|%ASzIl&wj$_bL
zeRAhh8V+Vy?ClV8;SwgL>_c%nk7=F?Oi0wrgLZjufQbjpE1^aJ&`>pnybk)=!tRm&
zqQCO)aA2LkA67v%8*94A?L5Dffp^<kL!(_K+EK!fRFp%SIn#bH$vxHR-JtJ(yCTpl
zVrDkxGBa-N#d8+!<%slGltaOZ<ULbpFfm>Oz*}CBF1YGAyr`fP={S57$_X|$(!+KN
zq%J<`<h?K>|24s$@zHzn?BWZ{WW3hd%SSWua`hW;w5&_WyK0}43HDEnZS~9f@>H-l
z1ub)i0uzPBMpXsOdIFvqVvIqCadZVJuLmqJFL$K2>}RnQ6(@lpOJReTF^_*xlC}<Z
zPR`zayP|P_tTOxMn)4+GnnFR#xlpbHbJGq+8mmy;JGg{i3}jP+HCw4NE~$0|eWAr%
z0av|Gy@5Wh8#a;kY<?(9F)=pkQwol}a8&bk$d4HLBYHW~hyEo=qhnu<u)|(tI|SQi
zc~*X^rnThci~Za#?C@g6_sjh&DwU7Cck`_z_m#$U6L#<2B-|JoT+ciHp8nRw>3PX6
zPXvuif#>Q{t3Si02qs1(0D$Hd0>wr$)HploCh@c;hlW+D?DR6nLdEAkmYS<O9XwNi
zDy=O+9f(h$LBCLS-^bqHp`qaE6%`|B&0x=Amt%^%^#bbJNF2>O)LN88J9QG*k1&&j
zg<HI#Z?9lP5*CgH>rTL4pQh2MyeZ;_IgKyfwjc((NLj>v6M6MDal({7rGmQkoI5S8
zHtEmBV>D7Ms#(%P;wM>Ok`qdeEtChaG4~bcDB;Qv4RP~Bj5W>MXD+Ecj(XGHuZn+q
z2R3T6n)s8$<?OJkYj1t>5{4@txZ~WH=}b~(Idl#juxyCzy!`<zBeTt%t?bCKu!Jx=
zOWJ-}@vEy5hhXot%xJI^n!qboY&2zB<LS0j$um7Hw?S|BQFA~h*AE)l^~it%OLg`m
zC}@EZ3AS_T3Q2rtZ7C>|<+B3=^U)_2^|ujlRLAOXM@E$vk7}Sc*6tk{8*4~LG8?}l
zY?X}QUW<ZF!Vj;cji8<)3&-h|-OSvf38u1`?L9~)PU44wJ6`i^elB9YI;d_@<HJj!
zScZ4TQ{-Mg9$t#eM(9z)ykhfQUekKY*_>5`t%<P6!z1GUq%h{#F_uIefyl2CIg~Nc
zsm6&iRa9k2W9HR7h<t#X$~RwgQDul(X-;mk-Nx5)%{KlA%GlT{1FY!o=bj+<O6oS;
z-I3D|BdTziVYQWOPxd_G>}$B>_4?j_C93V~Dd)7PG-rsMP7Eu0ERL(w#&4h<@2O4f
z+kBmxf7z@kD;e{c#-I6+`-dtjXb$xQGiy+Y=M%|3E(Qi4Fy%U8dO235<}WXAv_}^n
z@9L48*K~8tzp-7s$Jz?@0E^If7Zy$gYYPn%tQ%m?sVF6TFeFi-!|rMTGd5m%qG4vW
zxF7*6tTkX8o7Ot&x0o5KDsj!a+P!>jG?e5IoT$la*L2i+2q!OQ2A2XE`%h`={Llo#
zy{|90VO4I7h_}sx_aFni4Hix&B2K>McpN~im|anx8y{`|35?n9z&a)|Xg4|JWxLb`
z)%Mtl#v2fzv8PJm<|ttQ;CN~da{dJ=8ipcf*F$;r+fprNJAD`Ju9G$iZoX~I>4U6R
zr<z^Cw&Ng$gJ_l(5HzDiGjWQFXxt4~jCMNq07kS8D#7fg^&?EFP(F_bS<8FOk(s^}
zLrGyp`T>c1<JCD98pJgI`4Fwu6Ma(t<*?G*z@Gez16Yo$|58(aL{TMr00Qv3%m1oz
z9dLHcCfp?Vu6Ip#emGRo5Ket9G95%uh+_Sc?Y>bnk9&@40H(DG=w}Jwax1!}Z$9e?
zwBN6FGj7>mWOY5Pj;%di0(MbFFkSp-lUdkOT0=t&qUuCkm9|pp$a;ni)Ay=FP<T0b
zq+b9yJuAtos(g707bl5(4{zaiE3EU(xqP$xO?a&`*Ln^6h?MAB4jaFFYVI$A{tpFp
zBPOw8L+0j^{62DejupTAZ~_+7L*R(^JQB2b(lLcr+is_XB~eBS{L++KWR^;i;Jy{d
zUd5!^mSf?U4{Ya&z$*VaX1dhMYx`(si@|7O59kf9KYdgJEng_mr1Ms0l2V~jyzax?
zl*R^N5f#A5tIuuH;kL+vDu9PIp7<ZlE!zFjSaJ!DSq%E?_79lQ1rB2p;ycT6$MfOw
zd&w1ywb7yZoPF2B6l9Noi7JZhC+H9bs@MS#q-ij31u80w?!bJicD8^N^~gH4Aljz9
z7uPp*d<{?|AMgUmr{pWcIL!W%2$`g4S422)HRNXR9yRWV6}X#5T0WvNgcHOUqb}^)
zmpMNJjLU;-fPt`-mKIEC?fXb!tI~?zL4>~8(nSsSMB^!@-2px)Z{TOBW<)xdQ6g~K
zUhx5we-+v<VzE!@2Gy*|_A}}!i;s<Y+#TCIhg#eg8AG^%dQjfw!1OMbNZkqEJ#WQ7
zjr`L9oC$5U2KNPcrN9maIy(ip-bw)5+||_;3eBh0ItL#Erv+~j#5#fWP4`2)!!@7{
zk}zu;J?{b-+}fq)(atY`VGp*ZX;C&=>vfjMZ;#&Bf=U;4H-ViO1LKSamH_I|f<3j0
z(5q@!U~bskoNWR@;|*|t_DRkQP1Ke$S_g@0U$o#X=g8y$US);s=5-(7v<6##tqQwO
zDuU-opT9u*jRpWfb9CGVX?H<EL35F7V{lfDqKv94cYuB_$#?-XZfjd;%aA!VFmQ*M
zI42a;C<~YeYGOxgtDQO6pIkiWx}=()C5Q<Cn4m{?aSf0%sHG)2z^lulWcOeKcuWB4
z>IL3<*q;-GAk!$cl5YnwIiM;|?1+FX68Gw57Z;bo>E!d;+TLEE<}DZ+du1$u`o;iI
z-=tq?@5F($xfuXOl&NeDd{KbjPJ)LgLPI8I;QE>@!HPVV!_?Lh??*J<6Oxm40a6j#
zFAOrY!KQeyfBgm;mFv9Uz}sjr?jT?WdEF7uT~rrnPR%%^ls+By=lUSX5(>2le`>j_
zQXqiU0L%;se=r$dTA8@wwMpXD)6)}i00W(=hzq@{bTHG~xOVbpctSp7m>IiVzEF!{
zqXNW&5#AI89#SwnJG}MlP$Oi_vW8y%l(HF0o#TC*F+HpjU90S4?R}V2u|Y!+Kzy}$
z9>cldo3yN>Af4SRYXI8?FZB~qV6>KOv{<zQg}St)zK04DHRRrW7>J(ruQV_xT9u;a
zadfqqn_6lgKDYdI+>%0r<O{o%X%klGf(OPpVgRX#md|LOZ3DA7$V>orlNoCVe9CW|
zJ!_TLsYbuF)&z*Ucg2&RttGr!n3+psV!;yohW6_tToKh>pbNk!oy38$Z^lARdiV~2
z1j|%Rp?s*EaPb79=d*^9|NrMNHyuO6S%9t;!>Y$pI{`AT(<FlJ?Cp<X1=C-E5fad#
zRxGIS3PRy_Pfx!+1TbH~gEaFUWP<<5|8^~zJT1kP#YPYNx{r0u;R2|dOQUG(;&KQw
z@PR4wwN6wUDRA%z%b%#DtC(-T2Ecrva3aW>iH$`8e9NX#vY{b2%qEcP=&Li?-(T-F
zBJw~N#0!oTfkdstyaUm}N?a0W!msve72i;@iBrHNxw2xu=?uJqZhOdxZ~&IK2O<nt
zEbRE}aDkuzRkH(_PP$XYfT_o>1z6%^A8XJ|T1nj#@}X)`pa04_{EK$;vNk}LWtjvo
ze^BmlfQ=pKx^p3L;qra~C>9hER{y}PQW{4#dBM()q8_?2dckUVKyIn!2!}^SRT&7`
z!@|ZsHlLb)tQ#HG4$uS}hQPo85U(^tEVj_iVg8=$B+k7NB+I~}tD1c?meUece2P85
z^8jAUBQ2BPM)IR;c(t>t{4G~6Us4sqU!Jpj!*EHELEtEST54-%fK{2rWEePESq?=@
zOCNu^aMlbu4g6vS_k5KR)pjk}C}0BRPhK|(^6LQr#XR9fgZ!lwd0^nv2Ne}P3iWJ~
zg@yo(h?*>=`>&^(<aGW^g$dX~X7wQx+S4uf@o&t{&j(_HTG1<XU<QF--ASS{1k{!U
zE7S!^l>5OWFkE48Vry%=v2iQ$jx`cYQuc?!F<<QQEF<B-WvqESKY1`mGaT!pm*03F
zJPH<Xm<8w<=z2NRZ}}hMBaQ<Z&u`ew@@D3X6)50%R`o|4De!SsGxb6qv%0a&&e4m;
zbA86#t#vl!B`H^IQ2o|%ZCz@HS>+-&OuO?d@Zalfag=ptePh0d63=jRm}cz(*E;tG
z?AOS!*mx<$Y1Kw4|GXHAW}$%uurcoHlp?<=ilt>V<=WW=yl*W376l-=D_Yhc47NOc
z@Ox@qDl~)7=H@%T{AiI^yL!+4`kGfn?_Cn-$Ur8T{hMQ1kh25|V9-LKK5e9BV92tk
zwU6_Ef`VP2nbbTD8jOltGJw%V;EhK6+5AtEo{iF(%Zm3R6u3yrr$+cSE=F!vq!dve
z8OyANE&%vz`srbwr+(eWoCXjG_MmhGK@PS1U#5;~=tO1Bq~MOPbHyF?T;KxBKd1x<
znTJ*&Y}VZS+qHEk7`pQUV0kh%QEQqH0Wl=i3MU)dpg>~H9d%DLvxh@A9N7g0QvgQ{
zjC_D_Q*?K`OH`5hqgM;b^jA@ifi1f?$MH!-V2Ukr7Uf=Lt`M-8)B`f}2c*Br&6H8F
ze+?R8!Y?eGbe4Hc#`5db8@noH+D`HU#`+tmWdyk1|BGKwIC2XLYJpd<KU<}^sOZR5
zukz;A%b-F^oQMZdLC{`I?@53LbQJNL?cnryBN$WW<hh=fmf$(xnyT>tfFwMLBIcr}
zxDr)Br^wCE2Nll707l8!5MuUL0wx6Iwsegr#Q_Kz*_g)!c%VpY^<E5yH(9{M6YI}8
zIhF2*MeafXJsRW#`s(CmW-b6s?yb!a?1tou(kl?pivR})*lhI^@ku~qzNjAI{qbVJ
zb7*%2waaZ%oxcLu=R-Hx-e=T-pyh=Qp>Lhiz=}re1x$HMYg4i2pn(<OUsTk@+7`LI
z0ASninrL(vT&<?Qc=_rN3=JtJ3uy>RXTrrW(ty5^uX6YV)R=k4-SkS`-u;$b#@T#Z
zELlxZh`?%rG=qIK_a>iPKlBWDUaR28j~_EL23cihqA>NBFTd#3PF9Zl)D^;TAN}Sb
z=q#v>R#*RyVdnSm-@gP9mG%IHtaEZy5W@o?wv>0?Bd+tq;10=26mqc}FSo^A50t*Y
zQMIjLVUZhf+4JGM?&Vq;g0dYd3DPz2h!dw2nHd?)n7GLvK;b~Gh-2NZZEtUvv;9y|
zwe=jl;Im#qfyMSOXnKOQEySJES1FGRwRCo?tNbyJt`?HnBqihR0pog_H^DlsbsSu+
zKsV2iO!$N2Q4A%5cHq{qqR?c&f1%cZ;Rl-60Cy0RC^gAPS*pJ+eRuEdhUy(YNBSpT
zfEu*37Jb+a8+|FpdpEwvbDD%{f5v1ji~zs_LH#U-;<mP%y`N+UymJqh0T$>jtL~xh
zN2#g}&p-*)Tc{bW!WVkVpqj%V37H1aUJ34ndx2m*ab-YvtkpY_k8&BAnN`KA2J<Am
zdMSk@GNv*J6p^sw&%1fR&M4ekC@va!yuaafyau07zMIPX8c5Ego6%as0CT`m+O|2i
z_5@-fpuRg|@OCl9%M&026#4PFBGm$GL4lg27g5rfOnYj`EHg#R^*mY32c2IIuC-1T
z>;CxJJQD7Ca76VJxB=5oWW+~hFk}E)WVu54#7u*#@wH6>z=s4%!*a6kkfb|Ssl2r#
zDlE;@g171mY0#PbBBEcEs(h7HE;Rzd5SfG|g`1*B>7qwJ@w^y$Ej${(in$K5H;X6J
z^jh}@Fu)KV{XHNu*0=e?oozbkc)1b;nk3LGt;JUTwpfiRFzcPap?!(glvNZXriDY-
zD$o94wU09I<9IcjIi!@RdujaX&uB-B$jV9KS5NT1X#nsc$4okN)U;Npb4xr3$%!eL
znR(z2Dg*#vj!K7RWk^7(2T!%vnJ2#-i+@Ky4=5(gYc)#8d-nmy^O=YB>MAeZ)#X1T
z2nub}M>-oi;i1Q=ERwA$V$_U3kjb1syw<Fw1<yPabNs^~S=@yalF<WoL>lncla(bV
zCZY?7i_UK8Ek9JV{23ud2_(7l{a#}$INj;Jy!6f<JT+9|$hej|-t+KgSCk*E37D6$
zlc;z7TF{_Yw8`<hw#oCf6&}{;F*#mO5W+@{Z)#!Drx#flHkbW`we0a}U}^jVSEH8}
zImQ%{<=^x>`t}S#Bq+f$uNlNOm~ii|j=;)St-dC~`KEh3iUt{@>tFXLHAr&OyRFAm
zzvp8n$;mkq=;Nu0vI4jg14x3~>dI3M))Gd4{0;P?^PJJq?LNeGQoSq_j(#WKi>s<|
za`Vv77TudHwpY;^K5ls#qC(?Q1q}^3!YIC{-M{_xy^s|rY=8P84Ml16(GvCf4EayQ
zC%Jz3+C;XD%%!36uoz6bdE7O-Hik;4LN&jHq?#-Ip!||rJs)*P9<1nqkFqU~GExD(
zq9^62bTn%W-g5wdRold4Q;oG3jFg5oKC}G>8OI;rrxUDe9{y39eKPc(UvBq%=8`c(
zq~FBPuh_Gp6T;3x(zP;msiRP-FoC1N9i38pLfQsssnBDKX9HfMwhho-i~c&Nono_B
zMTS*wtBp?^K!r+FhgM44X^QxJ)YW(HAO>Rf3+v>{tTjPtgZg1aWhGVHDRZ>smtm`;
z;rQVR|H82a8KefX>~s^v={%@jpzF01SJo~ZtAs<zLBNkU2;{poq@h=(niROw_;Koq
zF^=v^vGYI_oohtk=oe4XPfwBSeZyAUbd4bsJq!S+xrN3sp>|mMixj~_ryOsVaF)qx
z$JvhtgD}Cn2zmdh;$e9!-gi6bas8-C%M~D!DY(RajWxOlXKg^>hzF>e_1F~;=ScIf
zy{INvo4}Jo0v+&FCge6^H;ODfyQ~LQrdi547)3aEiaH)h3DPuJVM^;V%Eqe6+rQn2
z0Hc1{u0S7{h+6WeQb%S+-R$;4KfzlM3EtAXeg2zYzPE9WlH9u9kSS+HE~i7X<NmR+
zCkf}{5k(^4=pgsO8C2v}mH%U`P|KQ{aRhI~gJaZck?x-64We3fbU>1b$LP-E8Q-8?
zi1Zz^)AVo=SHQ0ZMAgNr?7SMoD41eCSEd8VjrFgI#JY)tJ3Bi74x{v;3YmDt3s^;G
zb2I+2<&i_f!epiE3-)6egWaALWlhqs{1o)#8CpVN9|z?hnUlpR<69uZxFUjT<W=iF
z5>`20rZBnkS)a6+_nC%K`v-P|)G^>#SH9ybWdKi#GWAU$k(A)Fa1vb=nAylFDS5de
zX5cIMQ0>UMD)7|IkMg~Imw^LSNm(&GpYpwDpv1;|gB{Zn!PcK+;S+;3k{FS9(IUhZ
zGJwD(i?IHrY^y<q>J>{MH;y6-Y<u!C=+aJCU*45TbMD=c!3TaZcsmqoQmKoCg*IT*
z{KzGk3P@uskSMVBYDQ82NIqyyYgVDE=|eNi$hhXPOl^9KxZ~p^^GwPveFlr$Zn?b0
z#mToLH0Dp{dV=LvR#(qf3QnJUQ9&lkDH$8oJ(kpwS=n48o#-iYZKK{bQ>HPQTKGA3
z7Igz8-%G0jp2+*h{h2pISWo7~*);BZRI}=uY}2(4pd-CHyIDBW-0|m~SQMXUFb|K^
zeLWi#2xD@hZ~ZwuqLq-_;PxU%K%%zpK7lab$x=U;@VMg59W>srw@!qni*wYyd>#+e
zZo@FDniEr5s<Z3w>d|Hm#K|25PM$$i1Q~IXu=_x35*E?N6tn>Yxut_t>lus?ATq(z
zQ~l6gcXf&3ya9N#d(x!}bgPf1eejMRJZ#;vkXjeE+56?D?S=O(>)cl2z54&=S34Rn
z9K&1oRP@$l#W)rOYGm(V2hq1eA6XliV{vj)vr(fDgoId?+4-^9`N3~xR%H%OEDrQ3
zaLCSq#m<2~6cPEW72n^jB+V=xAa<;hmii75afqR{5rkC^0yS|krRLz`5fS-)JLg25
z2w`X)+pV`wNzZtHSsRhyS7pfhU6&Zc9wxkF8t|C0^WE5fgo1zr_4h7UMV^%0*=5xG
znatd-qDt#ghkzE6%Dnv<X;z0o8ScEj9xKJj^?ZA^flb3s(QvtYm$3v>7MWD_CKwgt
zCuY?Y;X;Cs>?_|DISP;9(@V6R37S_<6#8bBynUaW-}8p{m%NS9&Nu3%H#(dn`H=by
zOFSfwA?po2R$Yf_4w*|NlJUq?0=ntcD|;ay-gEP@&v3g(zp;K-z=5Rr)v5ow{;IDH
zKDz+x;i%vK{Io8=nG@^VUi#(du8Ep*JNs9*;zvFyt&m*ybD8_E^L;+QzvugzzCA?J
z8tT9*Bd;i_A<OjC&P?Bu`I)t)k^D<m^a*i@y`i0%jf1rvH3!@IV!X6gg_@z~n3@y4
z1j?*0U2Gud*J80sn%UVqh?(l!QFC&z%IW_;X6ImMRW~zoFtyjh;^0L$`saU8lY<)l
zx%eCU2z?FsV6jnibMu^k{(1es9D{3kIXM31!^6W%&BM-q-rvRD&{v>aonHz1MPI>t
zK8}B0`!D^Xum632bYJLk{P~R@A^I5ox#%B#7JbCW$N%RUEc976Fhl(3ZU1b8zVhPE
z;7A9HRmIW30X=&!?HnQKY5WIyqhEsGi}XK`HxJvtkT*M;yd}`&{nb*6@YW5@$OmG<
zX=~TW1964Kd2X95tsToSPzb!6E<ULJxUt|YlGIkUypYba9Lyu!@j$(jH9THgZ%Ke;
z04C67<`%i*K&C!GKGnE;Z1N!VT0G2?%DUfu&&S=&NnVp<Vu)RdqAmI*8@-=dP|)*J
zr~XkL+qmRh3bl%mr<lgnH;rFUHFi6Ne0a%6p7x%7>CvmDFQ&{E%*1(#2A7W*ukAd+
zWMWVY%OfXFA~Is)6@NJW?Sr=l8@mF#bH$A)EJ~gllO6X6_>;mPSA9cCm>j~UchwYp
z3_U)5?n_sDlwia<VwY*3T02$D!j#MP9Ci74$*b|d5<3Ta8UCHvUp#-Q@k;6+#4h8Y
zZ)s-u-;n${(_#Gw$zSlM|Bod9H>v$e?tc;+nn3<O`)@~pATR#^Nzi}({_Fdkv@Zz#
zpQO#t#r5yK{)4#L{)M#BeO-|C#W$L$&#(A5lK#6Dy2XDYXD;+b|B;;8`S|}y&hOZ9
z>!<-aD}2X!7Rm84=vD70vD}=sYd1aw-1ojg>Uw-nTEO8ThSGi3I)2l&LLk9(J3zOZ
zTFEde?CTNpqmM-GgArxvqd6ri+2#>%xMt=3_8BlFu6$^9s(7+3RA|>bNIB2_<>{k<
z-i{~N8|z<(P*3kn-6_C{8cCuMD85@4)GR?j({&^51_8bs*WO}?2ai2%(A`<b!A*0@
zgl#I@>`{ZOv8|DiK=Mg}1C-dW`%X%?4=+c3d@b|e(BVIX++R#r`l+O*{Id%>{BMX4
zy=Z{F{>5+4C-Hy5Z~3|ZTXuV~l7G<(==}FeW1*?;fAjfA+rMb>AAdXV@%QilaQ;8i
z%RgS*|B3x^{F7dK&ZYacX`QTYoX3X+Jg-e<Vs9}Am65!AAn*%c<3(aBe1kU0Vd>XZ
z51yO!4vqq~$$gcpE9sU$gJIQQ9uikt?Gs9OIcP)`m4;aiQ$=!Wd#DX8cPwtC$lbeE
zLhiY*o+F~gq=@VxDwBpIuiQyt$)GnJFL|t>6m+ILa=P>(R>~|?IgFj}d#B8|Fn;fJ
zo7dNQxqaBYL!Af>ZE~_p6%1}Ee7*FEgxBV}kBxC;f<RnwLVV>t%eeA4j0@h{;}Q&)
zXon4(L5*^k?f_i{D`a#1c;TI`aB??>OJpO>+XdTp&TU<vR&0Q<XGwXc*1@Dpg!0I%
zf~@xj99=`b^|kx2gm<nt{W}Acc>Y{QPLAoNnH9ud0pg@=ZKV%=q4Hlzko`jc`UeT3
z*X4gfg6!OEf72lM-!#JaThOEV9{Phm!vW5p^Fi<pI1d&#8{jAZ;q#kv|D-rTZ5KT8
zT(kpm|EI7%7y01##l6tKE(G)Mzn@b+;AB7{K-2%lxxYty(dzd&!973?<MWaI^BaBk
z&(Wg!Ci;W^js8Z9`rqgNdMfnwXtm(a>(J-XqxrKBbl-oC;6J=YXsK~Acj#6ZEkQs3
zqhfKc#r>v-zr@(zTHd)Lr=V{I`M+v}&z@O3Yq3!?bFi~f^Ko#2!Sm^$Rc{k}Y91`s
zr}l;rr~~?sSgd0DHqsC?6Vu;6(KkV#L$}0Yy%4!ip(d6PplY$II6$n_sM$Gru~_BJ
z?Cs5<Cg&O>H7_?f`RaE!+??PCS}O%C0Rk5FoI(DrGd*|)F)@QGL+q^`?F=CT)W+Z{
zYQ`7hlGJ~;L5m<gPOgVo=S}~w@(Anq_5mn(JbY|ie{Lq&dDuAE|G{w9s$JY)N|f>G
zsyc0WOhqb8DKJdP#J|fEyCH5TMjUg)ci?I$-IG_^)KBoc31%8s{vZpU!S_g~7U*5Z
zpl2j>YSO5;C3R>tnY@L&(%fv1uOzd-(Z7b<8p63zJ$3Bi>E&L#_i3fyPJuZ~A;~^x
zotq{Ezc*c>{-fW+KJ1`~BQ5;5rh`=$T4Pa%ho~DrYdaD7VyELyQw1NV@owBqCoW;F
zQad@Y!F`s7eSh5vyFjCuIxuA*_{F9kNoi^4SqBx$4PSGIh>^VT2G(N>=9^2uxFj?k
zteRHnPM;BsZj>7@R}C7S7FB!CmX|p?B2J01ecpY){&p*J&|+*aZ}_r|*wv%sG>_$=
zuse9A;bP4(VxXQcyj1;g@k))A(6h`><NELO{e&5laMB!n2^svJx!cZM%}amhj#cdz
zb$>TFm7!<D1~*0t@ANu<4?nU|!t}C1kNUT4lqvp1xTWd!Q9ouzZ2oRJu1m$<M3V4X
zOroI&B2QyKx^>eAW^Hx^dc5!=alMx0LvSJ(tV9}r>wr^<?8x`<2KNKXCp4qpC8k{Q
zeiWbYRAYC=viZ67cr5XsMAh>z4fsL*_8z^slk;3Cg)e-odkv|!UhaTD5t{tn-9XoX
zz4b|)Dd$awNqP5xKR(|?k+~8!-fl!8o#&*~)5p4Tk;b}j`cX?JjA4!$aoG!D&lHKe
zAD3LsdzR26vLjG7eSMwJNx)WYhHfU}&iuCz#OaDQ50k|yA&!CUf%`r4pYf`%{~yxc
zF-DXwjMi-1wvE%aZ5yX;+qP}necHBd+qT_3{oR{8Gs#RQH<?tj-r75<AGK52sk~Ls
zS`Wo?e4ZQ~p&i^h>24HvK=p;CbzppvxhD~AT;R5n+*xi=XL{Tsz42qSGulqj9(Z3s
zU*zurRZ>+#2XjuRZ^oBHjBr3BJES)CDOJYXf&==^Q}pY}W^57t5jdhVdBnY$JB5Ic
zh|PP<+=w$nt_O5sF_YxB^ze+}X)PL)yl|gzc~-j$;2tQrf<1ygqPBW)>vV&#uT-5V
zwj=O+fJmgd@ipr4UBO=|xQ79E{;w_JW8rl1(C)Lvryh-PZXdQ~;JExf0ylYdvpcgI
zR{g|xM4$9A`+%RA@#19Zg6m_f_Y`j&OzCZz?m4u^BlT(xJtjLR%Z^$>s)Rn@b+27_
zxg$H$+}Uo(Mk4@M;0m~Qk7RKXVsi?QXpP@^?*L!%<M54qSTn<Ff^^ikqF(sl96p#m
z;e5dwL{DQRg%Yrj?MXD?yj#-Oq%Q(Dw!Mx~opQVczJ$7rIEiCXdMOO>ObR8b9K)aK
zEOi1d>{^4e`lbz#>gfhHIBeM)6Fhxgz1hdquWw#lKXrBuc9pM{eVu*2v4yV%Zp_=j
z_0$0*f8n!UDLp_AzX7WHE_&y7dc(kHG1WogpAQhCI&fC@Jh&lsLuz`hUrjmzcLH5^
z!S9G)DboNa{UPX|>C1^0B&f}aTM}Ro;T!;R1`g2=|2kx41;lfu10b73q(M$v9Xpsn
zPUZ({Ol(4Bb!D!NboO-)Wf}3B$o5rmtiiaDdh&E6ZVlk+?Hv9&`WJkHculb~(>0cT
zGW`(ra(m_l=!@Eu`cv2oO&kQKpLpAR%T|Y5dccj*7S;ViY_l4OX@p-_cX3Neach8v
zsei1m9(q<w{T)J;&R!MizdW#dIXI<BNm^5zM<)U91D3p>I>(tqpQo}0h%(?y0DKvF
zi1Y|&(`VxX-w@=P{W^!77u}p-I>zKi!^uxIN>d*x@Jif??hSI^jkOh8GfX{;{EC7X
zY&&S|hU<~Zo_6-CsvPeYRIA>Pd}|Iu%+FT$FqeF)`)$Wzb|JUVXZ&<2$ItgvU|m}v
zR{(!^aEd)i$_soo?8j;WO6$lq`e7Yr(Pgq~dZEYHE)b|a(BluMhsW%L$rsXvmo2JW
zDAzjh`;sq^m=i^3;yeCLsgN=niVM~Oa~15}0uddE`+z7uhB&&giCVkBk|!0Ruf~?Q
zX2#o&*toqFZf2mipE8&+sQ4(A_XP$&u(SJT6|sw7!Cxov<j*7CHqeLNW>3xu-^b8N
zq0b|w%bt}s%*P&zD{f2j#t80i&VkPqI$(>f2z-F>4`Pu9FjHFSws3AiO)Z4wf#`rd
z$S@bu@OIcgLYYZK<!GKV+-EDe)4RIz^eR798?fuEfG;nQ=V9|%WVO7LS$pYPWD{oi
zcl7*hkKG5HULP3MTeMAJ(gy*{ll-3EPFOdRGrw;XGjnXSY9EXR{MlUp4M=D00e-s0
zU5(jgwNplBd=CtNEIYQUUP5KKjHZw`)LSm-%vtrUa9=Pd+FBvl(a7;OKK+1@A#!rj
zgrP~qS_Vjp8=#BikUxDBdMKi4BLwvalx57ku*0`#f|5%x#SW9CsD)z5u{6}tNhs*3
zXfQMQXwwr@kf03>K<Pefse3YV53PS?L$^$t(qu#fbxN1S3wj-Cgy^wUvCAyu3;R+i
zuwkO`bLAfVRVmEAbOfZ7Lkij>?F$?tBgk~4$^ni8dIppe(#AohtrDo^MZW3VSP8^@
z|02hE-d&bQ$8{Hy&60@8m7hsicvNOA3$5RP1GOzTm5IjeqqVVWx^5LrHPN!nYPYB=
z;g;Df9Ks82VbPK_#YJ!eUu~^&fK@{7SK%(n#Fd2#i17Glte0`g3yC2Z*IR0xh+&to
zE-x3oeaXBH6tsHi=-Hrv4vR+Xqk^hbZVA7gm*u$-)0H#`XdPbbe`VU<u;jPV>TiAa
zelAmE6-rwoUk%`d_*fQ9U&ys~PY52QoDak9)W{gJuC${~Fn72=fN`wzHQjwQ`CzfJ
z2w?L|)n90`t_ZBO03%<NPRwGrRhKhF*arSF=0xVKJp5b-YHBPxqT-+e9R@?Q?ydk$
z8E)W+D5<_1;l?YbWANi{x<AH@2J~%Yq@7*VOx(5>$}Fuuv!|~A*w6UX-y(BNsM`WF
zq{?6L<(qTKmz60$Wme(40y1U5RnP;15LV719}vd^rZ0_Ww!jW&oxz4QyS41+N6m((
zu4kuGX|ZCBE;vf!9XHMdx<95v6zAVvG(}HsERlS*T1X8eE6>tKU@60w6dTwx)4@YU
z%*R?r8D<xqN<D_}_?H?5(U@rj(963B&}nUrr2=sI@^J=ad!{n0Ju1vq%1ZXYn30Jl
zBq`8JDXD2D^CKVaO;&w|Q_;r1jRYXU>sO{^8ynFF{S!qN+T=1<M&a@qdERW~{q@NI
zwYV1TaCMx5VtZk#og}p!+bN$aDN?-@EsZ5nERI#U93Zb_514L(<*dMp{e4#<KNHJH
zkYoXva#2u{ayQm0aq#k^l%XT=iKk$@&s?n7=W0~0ASxD2Hyzte;X8Ngl!=K!hfVUt
zWMaEr)mHWo4rTUu${DcD#&P0!d0Y5o)6WXZ>YCVdG-v9niB<@DJ(InYlvdN#6It2-
z5f8Lqa(49^V4J;3s}H+$#^#c#Pr~>hY8a!hsNL8~$rWvp<=LOQpse^%kaB8_IrN+X
z!XqloLPaw-K)zISq5{;yM~6<-BAs11WUf;ufrhEv_;y0f=_;7vZmeuQsQZl!kGY%_
z{VT&9vIq0h6;u<793Vit41flGpFA@qpoSk{#4jfxO#(}urNkVt3#2Xod3g_A(Hu-e
zLWOEd&_k38wiLRaJ{fIR+kr>VK()X+fv;#D12p|b$vgmtMzR<a#R#^X8Tw3|YD&n%
zg$njSpQ~@W8ZdGz1kEp&2|h0hFO(j*6DcDH#8De4pE#Jb&|;J}lsQ@}->WWyP-u*W
zpASco#lrpKr@lA<nmBO}rV(XaRi{@2&=?tj?1LHzS~mtt!G}tvDn%7=hy|b&a7qwE
zC{&UKc3lflpQ9aa|IM!n=UfZ$fzr9kiR2;wSkrH!ZzCzc2lOXWV^n?}?29f$hilQt
zyoT|RQdX>DDV<&jvlB*=Zs0BSnGJHEa`pwtnYG$a?rc3zh4cH@E7RKgHHziR8d~$D
zX)Jbv39V@?G3AfOI-rQd)BMquRBDS0jZV9;O^?a8U0X?0;ZqMkRbKSiLaI(fLP}K}
zISpWY!To)|S6D>ogvyFGv7A<?ox%u|yXHnj^U+GvRPGjglg06+-O~L~^~z!FUyrFz
z38rsP5ettRZbSEr&t^-lR9#xSzqfQFWOTM#t!^S>8~4p`_xq#{;Ca(of7lvbMg`o5
zN!-T+KnISNNgs}yEma$<H9^b<e&|xK)^?NSKsVFlpnT=#ANrU|y{AL%XXMM#1b<e_
zkbZUw-+quTe*AFV1Xc=#A-=9dWi@8<F(-jX!x-*K-_vn<$h7L_CoV4;G$WI#kRACf
z{P^XQ(u3X!5gL=)u&V?40lIiobd@*7ka@6#>L71h2rvc7LBN~^qLw;={P%6o>Nw3F
zS_Y#`lCMM5^-0oC8QLPSE376hg3?({AfX8G8_@K?dffrK08SVm;&pIK=M9-rT?KuU
z{d6Et&a}(^8Q>5E^Ol6%^+JXhR7YVZd{spq9ipn4r&$aa7hquW;2?NMjY8BJ<bJ{k
zP5tY)x{Pmh^1?PG^SnbmW)<aU?L7yfDV=c(n#%)%a3W*!Ao0Firov?cF5v)P-4A3i
zXw-^EHIab93i!52cRKWIuf(LQ2d*+?G;q=VVVdlsTIXp*J++mVrpeC}v!%GMNl0Um
z$2PtOiP<TCZf+uHN1EOdAOlAgB<Njqj?)yA;cmcG%+yb39hkQYDPDsqT!lGCVaUug
zLEc57Unz7kL0yN^XDiY$o5ur&doB;J%G&20o@(_&E;03U#gOFTN$`)EL~T%4VOEQs
zme+O<((o_gC!l|g!7HtFJ7bd0;Y`-&`Nu3di<jus%W3LB>o+T~vI~(oZB&+ZTY(d%
z`bH2NAAd(EtwTOS;X0~yh}+)%C@CG>Bi*N4x@((2KPMOS#7`$l_eL8Gta5fpY-R=b
z25=RELO2tLF2M9Q`cae`6VNI4E>GHf5SI&I3$F*+JHYT`*{w6b0SqwwttWkxmq<!C
z+z(nFM8}nES5l0GCT6d~>h8}SJD(rE12_rv%6%r54iF3E1b9h~d&=SmE<uR}d&>{i
zEu2%#D3e1LIxFtS!vKsc$V?_*%Qvias|-Wx2n*V6I;M08c?h_eI}(6Lv9*Cbd5@Xv
z|4i?m<TTjHE0r9=9ff^|$$u_5LMe=PFJ2YJTF>%ab$LOoHKsbGQes5?Hf|`b@1pOs
zXBd@5dop2sZ|IO5z8TK0hi9c;54z7tf*gkj0Tonjq!dLPsS4Ylb=nDW9@Hu&)5O2|
zuLNPR1iGnoNtv__R>q${FS-d~S>QCt4!PAwtIv8<(#G!=8G@~X6c<5NP#yHV5SL=z
zzu;F?B3$y!!2c69%JrpfHNiX-TK+kp|D-^%5kLf5{#PO;1x7Z0=cq)0<(Yr`!}82!
zD6sr<0RKsz;{Td~lBeL$2M8`u{2v7fB|`Fd^j}ecKndpmPpCu)<xznClZyW}6AXjG
zC_l<iSouE-aB!94@94jh=GPB`LY7Bg{+|E_LsCdn1xx(RO-7&?0+5FR_)p4EfcY5!
z{*ye#|2Y$<vNc&(k?Mbl5r+euU`RE_K)?Y;GU9ibCg}hp9s@X5x46iqY=VH0`9If(
z-~7YB8Q<(zbc?UlhAc@zB(Xswemf%mL=}p^0)?WG7gq6~0Es9Up8`ev$@@=|3!o|5
z{r(f>h(9WJ|E=1OWBw;T9c&vUTZEpr1o^be9_M2^)JnktRVSiz<t_Os1M0S)jq2W0
znRIZaynOI%4is0M+#rK)dfhl6l^#?O2SSSADy%+VP$2>c%M(}-JRymAdBPZ0FlE1u
zevh5<?lUwn5W~IF>(-~wH^t1=3Ah`PS}|f*g_uB7UdN&v?qIGE05On#aYh9R;wc-D
zM>9$eL^#E<(*241Yc#hPGyKiWfa}p7Re01uRmGW+vZ&r}tHK=U$ZL!c1$4-;pGo_}
ztf{On4SWAeWUfqrHYv<46T}t*UZ5RQ5F^A8!abpp&~3S~yWdWkQAvgunjk~~et>ib
zKODFl8(KrzBO;Ga)rm1rf*D^vPM#+j8WqSaHna@jtrHFNiW=#j5QXp-ffs`6HKgB%
zVK=h;*8_<g<FO}L?{*p;P#y;w7ToT=`sqqH6;DpM7Y%84e87VKHi~TIn+f3hVj3Mf
zKRX(f;wASf1-6BwJuxRBJ(oyw@+Bq0Lo`?%=0mcQ6=LvdzaidH<-h@f{ODt^AMedT
zG>vLww^FyKcP`+Yu3sGi-pyDSjUQXR=N*m6fhX%vsh{>yq>4EO?`r5ZN|d78?2Gy{
z*-qdr+BEOs#u@f?2UCw)&_0*mX6E7_gYL{Do%<kzC+Bx4Z`?O>FKRDj@9J*z?qe&8
z*tdVTJW`?I8Fs|(`*AgZSXlrKqcLy8#xE5@RS(s7l-+SP+CC}w=+V;6S}8v?M*vi^
z&%7|NnW<Y+#$F~Gbgb0w{pR|Wc5U>k7_=Zk(u6{{P^@!A8Nz{O$SegE_e9i4h~drK
zgMLUQ=)|l#UHE$%SPd5I!e-Jp{Pby5G)T;dBGuA7<+;3QD`Fof`R{EGkC%`9bj#A&
zxJN*S_KS+K=cZB7F)%AHP~qlt^>*IMX04rd*auvhdCZcm&j!qeb?D?~bJpgML@n5b
z8`t6&LKq#k9fjqPZ8$3`?NqdelSj@hd<acN`?s!qD=&%Lr_JwY(R1G0C1wmVB%Lx(
zbD5_sw)hN4-qtes4Dz#!t0T?GhF8p*)6FZ)fa{Q`utjSCW)#AJdEtif(sTT|QN?Dp
zq7t11alkpbK)nm63i3nH7LQbTk(4?w_HE52S}7`7RzWe9>>~|xFLwL}e$6FZ7|L}(
zj5bB;tqcT}z!NIi_iq5CJEaABw-<{cUg}pgnzy);E>OjfK$7L_=z%>0cck`K9762P
zIK7ZRbiUSx1FfZIN9*WkQ|?lE&9H(}P7}_N+H=!w^_yKT#^;hetBkJOL{M5A1=PUS
zEOSl%SZy7rL-=Jr@v7*c7VUG9O-xuFy2|So1|pIQ)_F}O<)!rnb>{`$tbb1{>-NF1
zD)XXQ=DVpXee&8PRMqCYE6j9N8fzqr6|X8?7?M9ihHVg|tt+~TAU(rWff+Xwj%~3n
z=$m5mfwtJzZ!|Mq(nQ?o=0h?I+Iv^a@PMkvYsPB|RBC6;lKs2!Bvjg#W1dTKhdq^4
z$S7FBhYJXoi6WHoX|px)pX744#6?Ie8ozHds`L1o)`Kn3S9<wIUCRJ-ZVU@h`Cczx
z^LKv3!PI8WjNL#5pXNHxp5_ph^hp8${x&T#3#{GdGlnQkw3C)Mv(3RL>tldi=WWd?
zV}$w#Mu5rw1v=aB01=FZ!sWrUy_+Z2>st}<bHvd=rIw$WFjA2-Vdd#@dPGSgBg~Sc
zjB@`RniZ16j8ja@4vOHwN78C&Iku&}7{4CBp*qNaoHdj`^^D4xSMM`~IftmhFaROp
z%J5sGr&-?_sB@}Ww?~%=8j#sTRX<wcW5kAM_yRIiE7JU%&$`3VNHBJfN)et_1yh4V
zq?t~nK&@6mViB6>Apq)l>&Hf#R|gIe^B_o9u3QyncmOjGVTD87GU{mG&m9>k-mh>e
z_^<ZNYDjO$Xdyj9A`rC<X};tE0TuOq%EysaIPY}MJ^hTY#_m*$q~S|>K^Hey63yP0
z5V=ALhGUoq29Y$11i3y;%#JL9U&gdQ?OKU>e#Z%Z+=@_YRj0ms<nwf?apYJj&{Q^E
zHh)}FDH!s-e~KM}q?qg?tR6}5k~MNcU_EDNjm37k`YRJnM-eMbjwih5736~flO4&I
z$!AU17j5Tb7l<>#0wcU2#wcJPDn8DHP@`;3_BpN#OaMs+;#))7NgBeWD(1}ZmF-#p
z7dQH-!h$nHDUkdRUX(M85*DF!_<%tRWKemw4ilAkUrFJ{OH{QlBQMMIW*fZPH!5EY
zv=90W`^)jk9n+odnRvx5SUm<@1PqnxXRvx7NNS%&8b&&$k$Oo86Cq~I42(lVtj+<H
z9BZ~&j?ud#6BYZCwz3(hjaocTCt$|`xw++w;3J6(ut$mkIdOalNVMLRIW$dU?Jehe
zfBLaRV41^wc|ku?UQeozPmv-y7&7^o*)CL|D3y+S6l72xqTr5TAjxhI0{qA)sAiiQ
z?nt^sDOu*UED)TsvZ~c?NT@Aym$EX&F4E*~<xa%T)iLkKu;|Dmgf#i+)4=_-Vo~K7
ztX+w*-d}s085}sruEX(Ck?;X=@_f@?MMU;TR%#EpI$l+iLYj$ome4!A&EN!~nlxcj
zxvNL%hw}RZ!Ntp$O!s^zVO0%C<X^*^-6_&ElpH-^ElXsL9(6e}`2d8<KtwnDV#bra
zi?~v{E9YmG6^0dt7lv5%Y}IU?tL!76xUQY1SZ|uYhdhkqdlTFTYZhuv9qYs<zk7-X
z-Y}w(Y27c`I`2|^bAK(hbAn1cYI#4tO?2bDt<|N~b>ksIw*(KD$+J&NmOUqh9xH!M
z-78ojND~8bP742mP{pKZOTW8-dKxC{@33X4D$99ow@XQH6g%U#*%;BvwCzDScFB~q
zF+oK|rjU*eL&pV}`De4Us^5xo<T$~OX^D0;^E5Vn;taz;6qN!@iGw<0oMR4VRy#)-
zTxN^AJZG-VteDvqOQONx9Tbik<R>GujABL3nmb?~377&mfQ^CP;c%3!v#PBPGxLj>
z#+Z0qG)XkTUs`7rFJ49QvUbDG-_+fIDH}e$o!9dZcSUu%eLTj`YV?rWHW!<XqQvJV
zJNWVb&UR?=j;opu>%(|+rH%N{>+gP*vBK1HE-i#m-c7I{;}9wUZ*Hf8kAyUWT3*H7
zf5J~P+a}IYjHu%e;V_a6<_mF7FfQV5g_l}LIU6l(tX+If<%DW(h-Mc#7@QG{c_56Z
z#4=z;5{^m|WlZ9y4%IpMo4~Tc9)r#jF~TJ()G_PPi73OWkC9Uhjxy8>9c0+YhVCp|
z3a<JORok@62V@1(VOy#mWsH1Juw02~UOypNy*JJ%&a&ls++8Sh%DdTpE&bT|U*A}h
zHH$CU8fdhF2E!T3Z3loVLzPV~EL(S@erqI9pRz*TUU6zdq!WLH_&WsDf^&JSMIV@n
zAMB-&G!Y)M#?+oL4!d)Arm0wrbhV;G^p_79-en6Tj4SiE_Q`HO%bnV&nRd?0JGGl)
zXDFAK4^uoic-ip|SXM4{R!cx5oX|+}xQe@5yuR~x?pgy4_1hIvF4JW0RqgAg(q++X
z_m1qPixvUXh5@Rv7VGPsdA>_`BDt5htXU7-MOmKII)vH8hCnH-S_m7AE#@|Fr{nAL
z-roTccegz|#?2H;;x$b((q*0cV)7od_t|GW5JX!Y7uHUzdCJw@3hVqnZJpUpX;cT#
z0;Xfy7A3+L`Pnt=VuvjdaSV1z&^Mr(s72k`(cV;(MXM)tQv|9?II22=`YilrS^G5z
zs;PWEKZXybbUi)n^w&jXY!kZd1|Q3Zffbo3UzC-DEOeh7*E8cM<j}4*c&+w+!%}KX
zofA0EnpF<dy~MrQhKpl-jS_Uo56RDyET^^BjC3TnRdik2vkdasE~41;{N+K3YsuLf
zyvKix?p=*z&0}@gSG&5&+a}w~K4ao*iZOr0axEvEs}5BqFE|uxp=3*!&L&CSrCG@j
z?YP>m=IPQ>o3u%DfKm)HAol>Buvp=Z+tyGO^1%*^(Pvb%{&}e~Q-Dbg%JYqcm15K>
z)O8T$xjH0COLd1Z_}HWc^NLw0<@7sc*}ywPu2Q@P3Hk%F?LOx;HkCVTh&FjYteL2z
zRQOK&opT_T#F1r`qYW$b*l}aW#jgc@)-UWG1}ICU$;2e=BU+I@M@Rp>H@xESW8Xco
z2RwP6ppW?8xIec0ejHi;UAZDQPtE-X*$Fm1AbtJbQWL#M*?Bkr%zQ1)wJvPm<BgkD
zjgv>lXmFO4fU|nBpJr{A89CyZ$UeZ8i4lSOx5+_dEwnCclbQ06Uaqc5yC#}=3U`HG
z8<!x#Nj<cFHd5a+EB9#vEuLRKD=e)Hb%dYP4^1R)+6JS<;J~R&JhMO^hf=^0G!831
z=RNr0G$GSP`(_MHw#E2j8fd$h1@EKC>LV*M#Ii7ga|l-ot{ay7In}4te!O(@wu(NT
zibd0)v)ytt3l!-;KKi9sDLWwDWLD`AK3W%$Hl^i-^XKr{G3bCKWQr`!tjLNM3A8(h
z@PI`;vI$Q^w@mFZDks@U8Wt`LWK#U)3$q+ro#9M+C_MsyRTbxw+?E6U1F{*_b*|Zf
zeOA1pMen7w|I6y=O>VR|Z!*a)bY>{`jjH>S8sp0a<Ext91CmyaO8=2Nm3Gu1-%a^b
z-UxcIng~%ODJuZvpysgDZ#iw)4_}hIzFA(X5j|G-LFm9%Hshxc3L5tlKH8Sc(ZY^7
zov$@A=4#F{&{b)A8*UB|13NIKqTz}%Mwp!n&EE=@Dw)+3#2#v;*VzFW=j1@M)#aLb
z#KobO4<b;wzZ3l10R@(zB=?$=bJ{S@a1N>2%+;chMy_ozxk9PcisLq}U8Cgy=lYh-
znLZ|)V1jNQb=Z{}FMb3qQgnbJNMC?d0!w1iE`h>)Q0KD|3C%5&;1-5O1&dw<D;lIk
zVn95q4AiPtnx4LBDIx$O=Kd3dO$Q`T9Yh5uEXRxvEyR6?VL_(tOw#70h$mna76%mf
zoJI_xm!hqo#?9G6un2NanXr3sww1^{8&0xb6<^;2xn^V#L7mc~MBce@AMT#eoVp|M
z1_=FME~?GZOFe#rDMxKZxPMN)Ibt{?H#E}PCus(p2~R`f8YNHO+6az`PoG(iX$->&
z%Oq(=9gGGX8f<7P3tPG3I63ciof-9B?^B%tiv{(XU>7h^c6CB>Q;H<USRGy=7bNU7
z2?z`-Py&>a8$)0dlJ`#<sA#}Hlq~e!T)pjZ$59%ulU;j7^d3qdTC4HCWTT1Qi4$9*
zIl6<U+5|2=QefrvJ6n{%!P|mN`-m#gLy&bbr!1J{nu$!x(D&rdGbSSGI)eU$h$!)}
zUU3>iBqMcDyWd91n!z{h67_aLE2?#1v&clFC0A3C)J6^I7%q`yxu^;rR*77!_|Q4k
zixR%l7Be+n6%#vp-Y7rJOo>B<ks=qQrM6DDK6^I%E6&(ak<E}F5vCxbLP%K5yZJ4z
zu!yrj|M|UYrFwQ~WAQH=r<}b?nzM&!&nb*^pcjD|tbdWVq1WIV&Tt1Z&@<Rc*iF~}
z+fIw3FC3!W=b5yri(I1<O)o59JzG!ios*zc_}c*}qAQO>$QTWxMVVx!M)GqDkq#Ii
z@i&!F2#zQoA|R4pRv!ZrvQQ$NKAoZ;)hLBvO+14>d=UyBLJp#b<R(6LOk&Tn05%>+
zzo1rgm4aKst(_~?*HvpSYqM&POn3-@`!Cj2FQfV3^6L#)N1x%i>Gpd`jQg_}Y?FkH
z-jrMb3tIv6V;G|&SIghc{0)6Q5gH8P!d<8~RjEpveyRtH4-c2bR*9BvyG-Lm>q75B
z$3n|4F>-Z&ByN|;kz@Nco&XkIy0!<<VZ`;CK5@hOQ7loR>SXOxl}_4i7u(X7UmR<D
zL1&*OxE-N{yhG4=%JxP=_hTPas9N)%$&y2M1-D3(`~%~y57F*MQZ$7`x@nL#8vTR>
zUw3)?>j^a5(=L{mmY4OXcqd&q8v0jT$A=s~_tztUyQiL*Ck;1MH_12uXa1`q{d{D1
z3^`Kx!%26sS0360&Lz-zsEQ=(%+uPt_9QzT-Qo68*icqA8-{#F__-G`67G*)G%l~L
zzJ*WLiqU8Huw>6Ffo|;x<<U>JOb94&DDlxUD3A@1l9api%fXJ}Kx5O#u}!Ym5?zk3
z(U0?zS`6LQJ{;F4{^ibW$Ep?nC+>$}r}67%MTm$;bo;-Rd(7H@E=j;}3(*%{*q`uu
z;8q<t9a*0i3(?am_a0Lo1ELF}8zs!~FOq9H%$Y04uBN(Iop|B65Nwc<{DaGG%SKi4
zY|xpLncNpg+5N!l*2g2kLNRJMH=L8k=F!JP{RUG{X0T<hUX<-Xe*;%(#7roXjt~$A
z67@W~;~}3Cq~O6yjgF;)945_T;&izGGBDaoDbk-hhKhfEb6ZK+FC-+TaFf=M*6`FY
z)lkQ#KFFTLbL*B#g+_Dc{*xb(FYP3MxhV#H^)Nv20#tTCR$gVs0B@662dtp*8?k#<
zn(<wOD+Q2-y%W;GV+_Pj;vpgxb2&dx1{E@f`**rNZCQyru%Puak{huDQd$hz3Rgor
z6^{Rh4xioamhbyOqS(vj;n5RL4)42!mS9sp{AMunR?th$OT+8LQ7e^VX=V%I=lPQW
zBE!4!=gz>QkDTm#(g%>52?k&3&l%H;2mDbdV-zU)8k}tX7OKs`x&!Cy(tAwSi_;C5
zlT1c>NP4=Azeqc1O7Qm(2Xtul{l6ERhYK1&i(p1CM5tue7IH=wM~mIJ$rIqq`blH|
zOh#L%PqAZPkk?u=x!mM*REiZbpr;HEZy6KkT`F%az3A`vNtySl^jP!f(-#xXKC_EA
zY2MxC)~6V0LZ-aAhE<M<;?|>4MRc9>^(&%(14Xd1i(e7bO4m{Y=5MTE(Id*~GPk3M
z9ybeqTDPj3!G*2(k*_sX`;=^TX;U+a+PUOetL5t1h^Ac#P#z%z9vKC@4a)~JQ)5&6
z(?8Z0rHgX5m!jjNWKWMpI<r}jbftej>TlDJZ^KEn@pu6vGnL&cG^Rj&irhy)%G{;<
z`G%^F(tGg$;yy$s1sz9F3X8Srw8mL1=;!NWQ3K(|ACIumVVCbC|Imm2!@4YFE_^Ib
zFYX<Id_SLT?={RAVPXl>VI#>tw+baLj}bgq!omcsh>*b}1lhK6<WzU|U3eH0rtx&K
zZN0db`V;;5)nq)-K7&8PdWo_>Qq8vQwh$DcPi+4fo!mk`JNH_8=XwWz=4z|W#KK58
z#pv}|#Uj_#)4ChE@-%UrY?2~Y4~?enX*99Uryb3ZT%(^i_P&T6b|jg{Ph|w%23C$c
z{j5dmKY}x6f=NW6;K0dq$!Sq+-(9c=iiuA2{scdjfhh!RPM&Q<tskz1<HguSrG(u9
zSru{K1*gidyrJqyR6ItdEQdHLL;3XgF7!^~68CQG68dD?n+q%>JMJ|NcREG@P&q1<
zG7=;<ZQ30-C*1sCf!ye4`!QbwYww?<E}HhP4u&><=ZJUB34@&OdS%Yayc2g#3zu69
z@!-jN=4R!n$32E`oNw?7Zgi(9(RS57(F47A3KAaPm?EPifrBTpRKv7sd==-@bJ?t3
zl=lA6V+!^8*ZPD<*MJ?QVqVfZUVzDavXf)6t^||7;l1!@SJ43h_32}VzB0K$HdMZ5
zupa{qJ<3qY6a`d7n_^7&Sm{PJF)yy{X{{^+I}zth5=2a6uf?WD7{i~jry2Ww_-wZb
z#~8=*MEiCrG&NZFb%KovSr#QR)~w0wyqp(G1TH-qcCL!S%FrM?MHoX+ozAMW#kht<
z&}*3tHb!DgA2f3~wz*8?U*MrHNjt%KN|{-RAZ&=hBWh~zv9diD-l*bUgSCLB{F%Oq
z(*=9U`_TfXg|xrN`(SO`gN&BzyL_31{=j$nvw^q)uk++c3Oi+ardKWImASI2?s$G3
zDKX{K{uTIz#oB{&+w;RZwIsD|sJ(r4c+GXO)O6xZ$x>{@*OJmDm`Zep3NFRC32=hV
zk9o6HbHnLT9>1Psno?x_zP{1ke2_6Rw>bSM?Z`s%M{-wcZSH+;dA?DzSx48lTBbv8
zmD1b^jD4H{-n*p_lC>R8wR$;>S+?iYe5Mz(M7tj(`f;lVuBA}6LZdTT!iTOh&B>y6
ze<raHirkuh6~bc}aKkUN?`Y-EF1i^SJ6bDRspHhHP<bhyUN-0@2tAEaOFv%suDw<7
zb*3TR;6b2wsw;KMXb{U(%VvA6HP7p6=}lyAlrJtHuJ6x%$zPJ2Im)Y!T=vIXAt&GI
zpf<IBS-Zj?`4U#FOd7jOwm;1@E}N&C2ivmE7di}G`|rONI4k6z<oo2ya+fD=7vdM<
zAHoyDV%e1vE$ZY^^+_D#+LKf^$@ai4+pS|=EA=CDrW}WHFcm>1A{5+abs{jN9-8~p
zVW&#XYQ7i^;=tSuX-(pQ%0&QpRBKQU9vI9J&?@yxy^Saz3jR4{kKdGFR<}ivKA9T}
z>Q7r!?hi#u`t;3@jKy!l?Cz;R^yTpWrDGGwDixwh_R6PaL!b&qk^8<3lbQ9e!_I1K
zG_{6Wzb5{C;Xj~UvR$``Z&hyZQ5`S1YtC=;0Vg`W0+R-SrZ@RI>oB{2EhTN5soqk^
zx+NBjBqS%`5TYFu7IWs(1w<JTw<tUZdE(3GWExjmT_qD_P|<0Vv4-+cVMNuTqM26m
z;0>rKMTze>MT|%2+Pk7r(M?(}trQKEX;UAC5ub?oRUaeYhBAgyiW+aHWPE(hEdq8E
zIs0zDyUS{;?`$jEP5E$tSic1?O)l{oQ5Lm#+V7TwAJ{J2J0U}RHL+?xcnvsrx^L!5
zW4|xYLR|;ED)qVv<500BM}C$=rEBHR8;|UU7j2oYj-JhO;&bL+JcQ>$MiTA4vP~q1
zb-oC{<4#njEZbdKMx0NAY98O64BP(#!s@HR9EZ*MEPjV%*HzBPDU=Jc8?1Yd;YLiG
z)iPsf!VK=#%UAl0W~23yqCIg=Q<K*mF*+vFXXOU{b3&yOl`sAK$OVB6;~6s~sLNlk
z85vp6B}GlZ_otRTxQxJ1c6dH&3)3oOj*iO15CkJ<K4dTQ`b2gPJ&!dt!LZVa5>qsc
zAGD+FpQ^RPQJ%#kEj>i9{FWGheUUOta2=ttd_x7U8YF_U`uJI%p)6DZPl8EQM)kc~
zMGal1tUT;`m5Z&spA^`7x&MDB8e>959%r!sz_Wy;7NwA8(b6JXVM21p*$qA`xb$Q+
zeaYXzIz+wd`My&(&<r=UN^67hmD4h{MyBByDoy_?DEQws27u%7y1jrCK<~X)-Vw9e
zV8+(8`TTW$f~sKCt_A#t@hJp;q8cJr&l(vgTiYCTX=jh;IVW-nO<$#fYv{8OCJRjV
z$uUS2E<~G|BirqjK^Gh_Y?$*$hP%vLgLy}tFn?EwTq=o|q}r3;05E;WQSx_>Nl)`+
zs62&TCa9Yd_#5K`ZZDr6=Y$x#(bgVIBilUz6)0J3D>K6uD74G#uU#v1>Wvm888#jn
zeJiy_Xc>Nvh#L4I(-hD(hzIb5Wp_oj)8_CLq4$&~CF%RI@jCX`s#gE2dZ9swF<Gwq
zXZLeq62$ptq_m#40$jn5oZ3;%oy{#=q|}y9v*w1zz!--BummAB4oS3csVJjubJfUl
zJSUk8I_2Erfa8Iq(zvmEkl{Ci7=yhp<~=JzztlNUb}C!1p^3ALRjw2s6GzswTL;`G
zgF5osFYp{r9&}4jHMmHuQmQ|z^AHTeh+JQRqz#e8GsEKb#7=qdHHr`lCc|souKKTC
z+gqo$_3S}`q?khoPfkaK9b#FYj!2+n{U@619_W=LS+TElsdONDNYv79`l7k-=r^&m
zoy7@*I*y8057+Z7L0AbPa*Onm*6>jC&>FNOdJsDL?cz8GN2ufIb!q^V6l86~qHQy#
zI6s(JpT&o4YIUDV0h{S^LcLX`kM&On+w{=u=|r|V#=`gH-#fZ*x9^mcU{@RMMHi{R
zW<@*$Hxy9XZ@Y=$Hy+@Ybtfk;x%e-adzDo0*UWKRc)q85xxDL72=o_tw;GxJHC*!2
zkl1zbsSCl((L;t)KQTSS3B4SxH1lRUM#uDIs+nsB##SKMluBJu1m?`F9mD={s>mp$
zBGVC<sdj?>NVVzRW0R8+R?g0C;vE-_kzUvRe~h3xFDur8Hve$(T93H2G%$|2vC9?x
zu^@D2O;&p1>(b{2<#w*PPA>E4)PpSxj1#yd7)M;%ykic}U3DvRUO}<_EaHAjXeTAT
zOWZ~CYV`E_814YOArtX5NnN(m<a@=G#xm0KKB(S4hcZ*aPdMfIr=e6X4vTb_RG`@7
zB>k?v@1+>oD0?0N6tf39SO=rdAkx)kEYI{R%sm2K6#}8hq@wX?Dx%(!ma*dcP^R2c
z>ak}f$q_y=@W{d~+btQJJ81KaU~+KMlRXO7<BhLshFmp^^CbFX`*?gAh}Wgjg|2Ml
zbRq^aJgEK_*XXxX!%^Wb^Im-H9c{w7(2vlyn{fU*F?iv29rsA+8NoB-Gv=5WJhl(?
zE&A;8EZ~Cv0`TK^>sNMHhsHY@(#FjzH;N4X_+-UX+Gdwo6_1g#<Uk|G_nhZCge6)y
zSKoE0IW&M8cEk(#8(LTZyDuB$O|RGT?>;0cvU(dObNY{CUrfOc2h0|#n(8dHfd@Ia
z6S8#av!?WYsg4Tk0$1tL)L6$&KK7E#YBc%o+TF*U^&Q)R?sh*euP>S|`p?*I@@t^X
z9eHTCuDqIKyN6iK;e68}7W@2|NSn_!#*6#Cfe-EqD5&=R0?4ff1C}Psp~;W_lHx_u
z`zE0?d=DC-54hP70^U}rgMT~bI}mkI!voykpztt6H4=Ftiy=)l8Gdpm(6)u*l+EeQ
ztv0@c7l_z1xO;HtxlO}1;5M)%t+)*UR53@s$s<QpIgcWw`)mtR@>h+%gJKin62#An
zCq2-_H5^GPIrtD}0uNE8Sp!v*)aJB1MT8<9#Zn9&a{*h<BwCpf+B0_CaX2IJK*DqT
zAq1#$*)U~^d`6&QT%g4`MbLa8K~)MQMbW=Vln`Br@AQKhLf!JFVFH94${3PCt8rW>
za;QR~Ws3ql<<!*E0bSsUPA(dbt@|C-mWnMk9^}lAKF;oG8KgMP?^lmrhstsivZ3wC
zLg>x+t{on<Ce4p@tE%cRqo~yQWBy%Nurjz^W^SKGqDNsBB5!wzR=3w9rjuD5hSR7l
zTws}_S-EgE7(K>XS#j;)rtp;=&L_L>>J1&`&4DbAd0P=uwVc%rLn1^Q69($EO3~_u
zpM!&U6&6g;U_3Po7JVwD?5F${7DDU-J=L$|6*7ge=P*e<9$nV~Aq#s8dPjej?Wjt>
z1;$9(hT~E%dc=#%rGZ37Scl|HWN33|5y3?ItlcZ${3&@8?u<4@L$nO-@v%3Z^E~FN
z+2p%eVLw;E^-4V0udLLDeWT<ebTxYF8)_0_ISlL_ZNiz;O*Bk7GPF0w;Cw<`|E^GX
z3Hi)?33!OPCUA}UR<T_n`bzi=^-y#d9H>TQzG{gKS4rkCOK2Dwf@-zxnoC&95u1bY
zwV%2ra37LpKNDV%)3VY6<a*ad4lO?JnOF`2EeN_`<J{H<tnD;7F0jI1zsuo-|Liw-
z?(13)-#3#=UHABoC0LU@xJ=r{^t`|M4(oQZ)V-8?zPMbiccf0cN_}Fva80g&oFsxL
z?GaZWR1YHQk3StPi)+F%3Gnr4CO$i72+y<%ouoAMub2~E=HBF*;%ZipnPG6wWH`ct
z8O|Ch!c(pH@Xg6`ssKWpbKb$5YA&%Vc*@N*?r@dP+Cp3^&nukEOT|*{OnE>bOXajz
zz$d=Gbq{xx^dfOxYtz3RKRuw?1QlDS;s3n6>U~;$cD1Jm=F)rf$Z;<=oWySt#9<>C
zj4!s`s5mq`sx$7MZ35Ylj-aSx!A8Pdp{WwjeP}tP{>dj!Zl~ldxFD@e(iQ-CGl8fX
z6G)JtN?IpXy{~GxY>wkdaZdS4F+^K75EPg!dmt}DcGVBqIv(fEiV2B%LLYpyYVcH?
zhXs}Ob4o=g*QkS863bpVd&z&ajM$HtIcHOokR`!Y+>Yuf6IRpxyD<Ozu|Y~yj#@8p
zqvjvwmxJ3<_p5I|4zxgy4E+fAeZc%o=9?deLq@hgZVGPmRsP2VNuR1Iaf<1qcZk{-
zKIrt>jLCi5d-^-;*Vp=03QxK>XFgS)(Gm!{$uzu8tyOLHOed)n74-7G^LqF@<uK>Z
z>Te5x8ii&d`TdN?&^)ErlD*;3^-QS!*S^XxF1Z{=D__f6%dqE<tMRtzN3}cr>dg#S
zoI63@&7doXt?SjKCpR5ul<PZg1RsJu#aVaQj6WYpYLD<Eo6%0POg(BUTf$X-szwBI
z<1Y)Z%?^VOGcdsT8BAtH<!|UK$wb~WI;%`}h2-sf3|DhqOv4AiuG-ZmX^!wDg<cUV
zm%nIiP8rJ(i_4zI(XV@w>z|qRaA$C$QPn5g@9~*VGE%V;k28aV*5J&s4hH|cr~%5(
z)XR6?4HtZDZ2oBRlDc^C{6eN*;_;L%@&L@!U1hX=rSKq$Me=X?05RP;o$K+%xI5|1
zh3sZ#@l0bmP?491Du3HMmZ=A+6wc3rmx-%j+r+c)nJ}w!#zf1GoHrUXNap;CwbDQn
z*Dt(|5wgw=&NGA52@38P$4_EMHCrj?FO)5Aq}eZGOOz$$LMJj?Iejco^{a9$5d*xk
ze%u9<>lac?RHJKM!vA6{cE|h@HFjsrG!i`*<#aF51nW6IRCCk_*QH2URy6;mS6*+|
z2))~;OQ=i7(qgvleb=jL#mdo#Wb)t>Tb3TFTjlAKinmpjE?&MSEZ$$dPDS(ypVd<)
zJDO=WOmY!?@9&##d>_9zIPPjD9kEi;#?J&ky_62pXLhg$LHEp=9Ot2pI;OPwOqQpo
zX13dk%_h}ziR1L;bm@O%8F+f4iQaQTeWkCD@qjXKElJfx?VJ`4vBWURuri_oHe$4+
z24b?%Dq*>32Sffwk(hyGN7iqIW&NElOEd?Zy)nwN6OLYEP)X+*mF;=El851}R?eg3
zx0B2Q)(pTiaMYHbHBUFMX}oH_YGI&lmfcX@VAwFn4z(i7w4!dTV{I{YUWsE;z^4V~
zVbJ^%oJu(@Mc+P2eAy~tI){8odatI>%gNipPAQUYox+G|U`_r_C}(~L>cyd;rJQ0-
zy!dGP{r^LFWiwaX!@Etj{fz8VKM?p1lPz>%VS9!;T~o`6&&P1LI(LW-(DxdEmMI%H
zz_(V)UdKeoY<rji>E@VPJh&}qF;fmnfafhuqZ-)!l9j!40Fu|Ng}8zM7H&yO9Pi;L
zIF%qAeG?cl7p?Af2A*F6`N4Ht!12DF8Y1zLyp+cPM20a@3|GVJsaxvTO}N_O^Pc;1
zo5%4w`J*}hU#n%F^<z>pxg8%4rCyHaZJ@~jcN4ozog+t1Ko~!9jwn&|uAhA;c%DaE
zJWnAJd~KR(V?o)R`QD%?O_bQZ8KXk?vr0AG^RxNTUNSM(pt<#E^^~alIs{hnmS54L
zS{PQ<O1ZT;scF!Vct7`i-niuZm$~{^7J*EiS$xQn1xYx<q>v_6DO+g-H4k~g(#PUW
zqI%cD8G|_$i_&81MsP$5>5*o0LUupnrM@BroMx%PVloj;Ae4Ts)(g^TN+y)rD$AKN
zlX`_o%R6duhT50Xd6wol1B}4d`kskLX3{4Z(nqzdhm377@aV!FCi~+$#V`2Q74v1k
zyS<AKzs!06AR(Giij)N|3MA)DQiK9%$`VG7<)1ho7id&#GEKZ%1QV@M+7OgZk3XBj
zboA+F!rc?N)>qjwGJdXq;1{f!a-=R%sqbt)I>5=EdAPjl+zv3VFQna_R0w$%A&<!>
zS|M~W%5Kw1FQ6H$+ECfLG;c9QwFTA~ztwA<#A?BMx-E25cVl-Weq+8p=N-XoEN4ev
zB*#MTq+3|C*09O3SM}I*T=ggSLZ-7=+`N#;3W2Dc?XEjxVK&RA3~mmmM#nr>(q|1&
zzLGyl(*QAWq^eu;nY>4>PDrqFHY)|3^p78igwxzvx}Sw|1^iMn-)%t3(c$)B5uOe)
zV5c&rNt`Sgm1ro0i8D;;98|(+WI*p+YzjZG6BYtW5hcAcRv2KAU{yjb;8^d2WjtCy
z0EQJifnm#cG4G|sI~CqbkwC1a-RuFL6KOC2X=)FnvnT^;k5zsun?=;*ImMaO@Xfa&
zl%2^yn8i1+rid;a6EFHg>Ojzp|N06Qr=|neB5xuHw>Nl2ahpFOaooEqL>56D9rah}
z7ffL0zJis{leyL9H)-=oZkX@gBVb(JT~TU??GCvd%rpok(_m@+0{?gwyF+infIf9o
z$DeElBF@L*|MBQ%0gs<*`3`}1pvM$f=~(W{fM~ccORAs7>hL!EEzCu}3@kI9L&I>0
zH>0m>UBYxFDO5ZBhJ-Dt&odFZyf4>hDQI7ha)xjQ5sDC5#OMh+qG`t@JtD?0VjFKr
zQC8#SFrS8`UH2Y>Pww5;A0<kg%J#nHwGoVYta_U~8I{%R(3iECP=>Irh{^n-RsITL
zb!1NL_E;`&XEwt@OLQqp`1n3m7>~!2m1E~2qx%&g>AYLOm{5jsa^3~WMlE`JK<W8$
z?-ql819y(>2s_Hzf4$e*L&_7k45dzV&cK$jN6}9tbRRaQ7^i$^Ys@6S!=n-TUN`;T
zm1ZPvJ5QVT9TY!m@IvTAd*?fcgL`F4<?vTVev)|mg$i^xNv0A^%$F^<KTTtwTWwOV
zqrR~Q90t&b0hJ=lHx{k&OuOeC(vQ@Zu`ZyO(X9|aZg8M+dtA4V&z+yz)xKUo|KE=r
z{3mT;MPGsCluztnyF<~(nx!ALo<)3SVNG0NvIfw#OLSr*V{jpkHVD{4-=EsDR+0eG
zB=4T?l4hIDS4iXwI+4UuX6bBJ+^H;Q4Z{U1ry<|1mmfMlw65x5nxmOBmT-_k#^|%1
zdVw7Vz0*>WcIEM)$<Y7`v7Z=H-<Ju&HHt7n3h<+fH+_VV%5oy*C`oycIVH<AzTz5z
zrZTwbUtSi38F8slD&LARBLHhwnHg3lbW@rc`fmu90&)gy8}(uxacA=PTIkQQTqnCH
zR<^9Ra@@P+5cd}m6{<ML`-(n(JC@+nPB5yxD;=fWpt+t}o)|&WXAkUVC4|5#SUzgM
z_a==K-v@c4HwC|L%L0HiR}Z?&?NM3yzG9lB9LT5s&p|Da3_vU3uCyN$fNCGkUyFCS
z)0{)?xi0zcaKXOFWx=;Cgc5;OLEr<GGid*5@HZ}k>R<*5X8!fO`<zdAeOITSJ&xfB
zIuTcgI=nZf;CJ8sGtZN}r%c;v_>4F+HCqlP%cmaz1D3L<|EK@MueHGc>Adp)$@~9*
zo8tTr>YtYRe`5a(^#3_1{a@Ta^Z#$|pY<2)|KI2SS$=Qn|7HdDzsvoz{Br;QUHZSn
z{nInE{$JcbBP%`o|DF5qgmhC@X{P9W=2e<<wh&h_u2ND?fGU?JA^CNCMM$6*7Kcy@
z7$gz&qYwfEQP8wAP$X<_Hr%k=$VY51P5>Y?lWG^~D<5mxSgUjc9a^T?0@4Ak_->Lz
zg=qPZ{rTyB@&57rOKw@iQ^k|jw4yWckAxqf7v{o0FylPE?Jdu{B)i{eI>30!dhT8Y
z;_w2rQk809nywQb8XqW(Pj|7|Z7u0)EfJsy8!*T*GWDMZO0n8FpyCLfxw+13!hyfE
z-#Kp;jb;F9iRP9g`<^6C=^u^e`(cW&$1(Qr`(kP|X0eGQ*WENWTFdS_8NM-Yzeo5w
zfmAj+OZU=`JA3uvyTN#CYECtm?G6h<zXR&!?d7?7)t}X#EO5IF0BMnaK=H+0O7X)5
zLPP?GeWIY6*epHkz2bP}N5?E4N~pRSnOjy!1o$jMmsO#JJ(X4Hn*?cfXxq5pT_Cos
z((*h6K;he7npMymB*^o8wtLXaptf67xm_K0(Rw|&PFb4Kt+iVWX>$Acty|LkctiGn
zj57Z}`zWfAHwhd31UOwx3D72&?p*Bp+@Cn#;>+hRBHIB9w_4v7qq@6<`}yg5{;aPs
zvU~6KXJ+dN8emhka6V$fHU)ONB+w}X?lwY)_S)efO!nKNt)O^=8Y78-?PBT>67o=q
z`c%xljBZdqLg<jCegMHv>JgTFFyv#lqu`qo*Pc2fx&u43MZr?`)B5rNg?Cd}dzz;~
z9eads{s4Cgn)kJFzI&>N;Q_=^{25Pn*j6DrR!s=l;lz%khL30-Nj_72w4K--5z55+
zsQ=DfUU54?bo+I~#T~@)+M*v5eM^G=<@4D|f)LFJfk_8wromV4sh$Re=7Z;m*?h;y
z9*{XywjunG`u_2Pkfw)UabkMxr@lqI&des6b9zTTIk-N=JJC6r-pyox-H3n2=oZ2I
zcSq%Avj5?_&ubf0eJfXs{X77uJwx!x<OM)(w^TUxWJLQ0>K>Ct$|sMHD=Kvg_0EJ<
z0Djuz@W%#>Ez<G?Zx?S*=lFYc<CU>H!Z&JXriacXlDzo%HgQjmc!AhCUW=G7nj8Ji
z`!F`XMj)2l8sn7^S~Gs->Q(0=E^($8`W46Db(hBtUv3#PiIadVK^$sKnK5yaOiBWL
zO|m)uV@&9f^d8(Ij}=R-(j4}$G}|okBZb;z^wIk(3~z4D?#bQC1N9rMATRGiP)Bff
z{~!GpJ4trB^`XC<vt2%f5B*|$q<boRzTp@|DdLhObn{poz(7U2*DM1Dhhv4KiRAK}
zKCr-c5ISQ2J|Wd!2tT2{K=2QsdV(JYCA0?v<%q@v*D_@P5wj&|*`wnV#U_l5`OJ&u
zkkciwjS{?>-jlhfdI^3ff2MoM$STAPE73hI5Lg#UopO4y&VHN@JR-hRjgKjCitm(=
zpCOPt4zz09{2!dXV~j6R+poEI+qP}&w*K9{+qUi9wr$(CZQHhO+wMO7ocGLRCUa);
zW|FE;wN_GVRZ>;SeP6$enTK=(q$*;)@A3%jm3=F6qw2_d$C^KicM$%jd;dH2Tk#hk
z8V-M145=cdGbC`I-eo3jo`@uRa(HvNbBIisClY;Y0nsU|Y5haVgUnpEgLI}&v%oV>
zmk?MeIi$^M@Iq{|9=tPZDLM8ijXs%%C^x$)!dIwuvBGQiyd`t|)xQLN27LV#cdRD6
z0QFb8D{VX83u2I=K3qdU1sU&PrdMi1u7go8@dh8ABsF9i=p6_qtZ{38N&FVSRU`@V
z2uX@~^o=(H-1N4n!YRuE_ZODjbT`cN?C}d(R}A^cI!j3to9**oM2|^FyWv|!n*H`0
z!75TfM83f;^Io%DkYSv#eNKYp?w%NIa|p?fdtH}xZjwpiW&;Xb?EC4XCRl6gK|dyh
zK=lm~fM(&&TBzv$od{}aqkzExJ<9)D^y(<>WjD5U_j*KlO2B)#aNhQy+JngwmRF!`
zRMgE6n~(EU+%D=N4kjT-<&>Gzmt=-q_UWgRN+EE(OFz@UJ-mth8nTX?#g`qdsK?V0
ziX|0*`S9x%?JMN%0W<*$_iSVPMyMuQ1FpD*Y)ynd=K93>2HFLz@dgiz0ACh0Xh8T2
zgQK>OU%o}CWS#;Ls{X2eWuAiY3esU{bYOBoAU1Gs_v>*^Cjk8v>V@(w99=el!_Tb(
zv(S|?WdsZG8_mN_?&&-1tv7O=I0sHE>i7Y1AsJj&rz22(pQOnf!ua-r2L@jjh-Giu
z_ON*8`NfMD0rx?GXAK5At8hQI{v&;)y|X5j_$KcFVfY?<r@4>Mv_qX$f)<yz%J3p(
zZ#F*+N(Aj7dSrZZbPDPp+%!Z%ap7C=D~h$aoxDDO$M9vCJ?91Msu@Fi1X!mu5@=R`
zXg$?OqLesAC*?r#JGso%KO=7@Wo8}aSrqx2vODp#n7M*jN)`Ds(bkh~xiUHNM<mkN
zL?nvQDS4_7@smiq?m3a8$&&sL?!zxPQs#ogVpCThE$WoooqIj_!oK<fO~_cXLL$Xh
zv(comB0HSwb(55n>=pfyDL*TJ#CqY0z>Tjat35oK1{g<`h|{7Rru{O0$gjIF*^cfE
zTEc-sC1!e<#fg$~3Ymx3v-)~|!#$wyM#7uqzzV)d5Hhp*fPqj#v2<ZmqiSGh%1t$3
zjjOBp-L;||(_C-8`;Rt+WzFfM8c^G<yO{T){Ve=&_7+e5&7pA(<W^eLEagDdAD>1^
z0NB3;t*tWyQ%~+FUr$qYqxmH9j5n(xp&wIp0Bv@s_(P%k2WmypDJN;cbMkAlMQar#
z8;PC-gxT_o8xqoj*8?^ZRRV4O*+-YGX<m0%E1+~8Qp0TdVW?dEBawDhZL^McY|<*6
zC5a)G{>PVRHgAW;F|M?ztxv8;eJ8`m06__jqA8Y%uVct8p)TB?1ezZU!}|#09*DNb
z+7R@BoZd8IpvrxYk2Gi4U3Unx)ASzP)mB%;p-fyfYV2c_YNLtt$D%t09@IZ~LXr%9
zPH;n1bKj*>GbOXJEPCp;c@&Ds5PxAoulbFkb;Le9`tnT6lS(r@aOMruakdU<ne53Y
z4Z8w<mTZa9rk2!-)m+WH_E7$rj5q9BTer(jQ#9G@beO6g2UTJyAmp6a)GD+|W%5B~
zGDW3W(ZV$Bw#jS>wb11KM8dKbCzO?-U%&&)&MXX{w8}{vx4Z|RuyRgkc8wWR2BV7M
zAVqbUbneY0ip*|JmZIsNK5_!ek&G2Bo6JnV`_Dk`iW#b4Da@!;e7<RC@9{hQ`-529
zIOn5~bgeelTdl@LBENy3O46{lT$jFM5iL$tvP`j3{gLIWeoI~@lH)=WZK7A9oy2_7
zQP;?u`DfV0_FVMV&H$|?sua3&H@)3X)qw2b=Hm;J#0W-$1(eaISDmSFvpDNyhRQO%
zK|_tHvKG8sI&%8hS-V1QWtGlv*+zA@(xgNbWj`vv;=JIqhN1y4RNc;{F>_RPS3dmT
zmD0|&Q9XV<Se5aOoF9h3$S9^BE}W7J;M0~ZGkMv+cp8|Jy^k2Mu3RO>XOGclibi9?
zy8t)%sbMp8as{<H$034Po~jaR+Wg+M6`@4$6~x`qha4fr$oj5$_xJj)i1(Sb9U#kd
z?WqcV=c_3X=c-wMd7hPMWP1CG2kvkV?$v4m(XZzJ8K_kYs0#k(78W)CV`l0rWMYX<
zpuA%mpjIO|F5{1CVx-bDhLH$_T)W`wn#5}0SuUKbJ1KvW?cZuw+4cIpFWQ={T$D4Y
z<Lk(#nRhzSMj4WSAL*m-aYw+FG`?&`t{Yt#VqQC~uh}nNsX`mI96IA`D-BH}SO#Zd
zEj(u2&{&s9Gk}KH>e%zB+6=^T|NTXaQeoNqs$sj7xYl8z3_2e1&&Xn7^(6>uD5HWm
zd~wBN{!islE4r!me8fYA4s_JmQn&i~sPK4dV^O7%+`S*#p{dbQ9GcNu*devDej=mo
z4`3e_b(C01okVRZfqp=7I7yxU4V|aSn!;#5IESq&Rm^C_@q{g>nUNeR<`u=LcPd}l
z<aisGm?>^4VJtCRmK3OPJeejhhnX=myVk+nZZS9)sG!VBZ>jaia_PH+uY9$1;><*Q
zrLLlN-_2++@7tkKTx5K2X)2Kxmlis4>2OS(B$HdA)Kt5)fV#ejaxon3kYaKior+e1
zOGBBSuP)<zywH=%tXhp-8B~$~hH-T|h|zK?aHUDU+;niYh|sc<tdmU_mJ9y-{_C5|
z?E~K?DAhA011+BTw+r~!RIz)~+OX95B<+ZCi?N5VazzRf?UKo0maE)?d`%V$8JSsR
zr;{-X_T=jlr0oW?YVZv#5O`sVGO>j~2*HhRWTV1WnKt9Z`h!Ll)VPv~x}uf%^+4$B
zIh>t>E?3_$M22#DF|C=nwVoczaa73OUxKjU!rcKf5_%!kU>oKot(mrS+}BoQj}1kO
zw6J@N{s)3SxqxWIE<OYsEd@gKT&!G3z4yYk=tgZSwnpa{4A$+16=<1Dma$hBWJ4=P
zH~=P><j`SVf^PCC`-NfU`hj+5hV^wc%nZEy0_5wgq-|)@Ye};q|5rBIz<hL#0^TQr
zVgObESpZ*v0Yovv3|~(Jv>rG=gvgGFqZEd)PQRDd14L0-l1igTR?_tRU09NeKC=uE
zpK73IR!?l!FY#>Id93KrVG=i40L3i#9$u&wdb31>dPP!+Qp3<$1u|9(qoFJ&V+qW5
zo#gr$<ADn%GtmVf#@`TvkQj+@U0fhg>LP6rWrZ-=$QoEZu0B2xT;V&R7Upv!=E&MD
zL=Z$n^^ih-%L@JiO2Hu%qGC1NS#=4-GBsQ_)NID8h^W3|h-`lK5KXVnVK#Y#XLEF>
zYVC;*I|lmzqc<Yp&T%Ah<_{r$LURI@XWbyBipX6hh7FW{4!MnZj=H}BpmGWLLd1C#
z^kH`S6ii`3B67kguX!W5LRA!D;Y7wL9C;&nLPr#gLb0*ATN5k#K(m7&dEt<P=*S^-
zWC&W41Z^pQ9T<F1{#zGpM~44g@tfr~!$1EOs1}~3mU9qfA<|A#-~04S99=9!zf})V
zf{=pXfJlY-4T7J)EAHL|C&JvNa_f#we$r}N1Eh!B#|n}~eWm1~O@Ed@OVN}sCo7VF
z5+z)_8Fh*m;197;$U264HEi3Qn6&e8`)*6QZ7OlPs4VIvGMhn>hAR|$<}koZ@PWB2
z6|e{~j(9|*8TbcL4~L(yj{@k)-~c7}iM1}v0Wk_;202Wm=TaEdqWN^;xCGkXt*y0q
z(Rcs)d{i~U`tK7zm`sm^n^=C3z)achCIW$Jh%;f9|4TA=YIl#-y4)KAcMwugNg+8g
z=4@XU4Ct(1Rs=wBk{c5lBikLQ`$l>uz7=7n_V@8$GFOn>i>!&s6##YEzb8X!!Gp-C
zn7Me{Y-hh%5&`PX$c9ja85@A%+$Q%HK9DEi^wtaiB)|RHy?eak>5HRYM&!x8dqi{J
zlR7^dY4Pk+VG4VT&C}XNXJX{>s|%G<Dc?Eg5%wBdbStwA_C}P<4!azG3g@zu4LOhy
zyu7vptG#M$<I=J}*QO0sJJPMSIvU_tIS%yfs=;Xe$O>B1vAv#>dYYL&FEZ!W(Z~*q
zq#anu@!qM#{+h5d5YOnpWtZVWq+uNG%pb&>7e<W0GRrmPyupRG{D<n8!&>i1^*SVD
zU)%d%ptCA9+(U(PlbZEX^w}A)SEK0J8+vKEz*!otV`M^`U13$uLL!}Gp_mq>yh`1{
z!m4B4R36hQ3}>eF!YyYRaArNdo#dpxUamp{CX#E?ow{~Wjwe^XP-Mah#T(sIjDLBa
z64N+;zQ2;Ed;u#nl`87oqNdie)X0*XGB%d#FQsLw+<K-@&jBC4rX6}>LU&ZfNvivR
z6EYYj<Hg*BdN^mYI`>L10+O#OcO-+BE-(Gf-wU&J1euRJ>PlynjnU1hDoNj&1(Zo(
z-XAV><KX3HOAq-j7Z-^gLP%)F`nBPx?W(i!IBq#+|Fle0>^v#5jfh4cm2xMU5?>uZ
z7X-9W4?h<sWj(ccw<Wky8!NJ|X{)QN`)HR=X4+h1;N&s+Im6*lgu%mvif3mx<v8gb
znc852Vy1pjeiqK^W3k96@`$P*V;RM@GD_qS{7l(w!`m)nn%5jesc2#vR^b{S7AC6c
z!?mtrZVsy~fe#7C@5lfWzQ5QMf8&_r`tZd(7~+N`NFuRDH+ka>g~eL5(0@)*qz|1N
zQ_6CaOf}&$v$HlwS!G^ZFO>F!rrR{bl>K4eRF_{{2VEcrH9Uqt|GW`i%pZkWIhy=-
z*fj#vocvg4jT>w<<Z1jwabge_0ku5Sw4vZG1YC`XlB$+bEJiXTSv_g8M{4nbS{p-Y
zfaZutQal1K11U!3b(^j3XQ<3fYX8h+l@G15?=5fuYUSZ9z6^}b3pTUrYHOS)C-vB^
zF{xr8qp@<J@N|mGGOZXYVPk0r-nkv!l5K|aa^*6y6<zgpgr^_1wQ49bVe<kal^ZNo
z8w}MOG!-W_l^YaQ8zdE$4Qgd`SdoTMdu86N@~r-KitfxuD{dNZv(~t^$i3QM#Rn=y
z2TDce6DoCk)J+i7%KEUcz_5Q>Lf`_ElEUzuIiy{F)F}nD7j-h+Ah(ff{o;bNMc94?
z_xg`QRt${+p+4|f3XtMY@^=*!kF!i=;2>XWa4<;UG`=pG6ab0Vn6DiX3N~X2x&+B&
znPka!S)js{<Y@y&qG{v%)ww@>kKo6sRy!S3Jsh$xzl*-hM#0*$dBW-=6hHqIrV-<8
zhMtL&QRN<RT9Ny}fbU{oxF=Ol=+`sjbkEFq;n-mZ2_JBHWLPsz;@R&;Kg`}Fvu^=#
zm<9K2I+zz>71)6{#fogWP+>ga^$(dmjEpTJ_GR4&IeR`yOeJ5~L;HW*1X%xeNxmUE
z*)=xPN0pps<0m#<fL7CFP$5AHwQsq8B%+7#EI?G-LlF}519sp*n5x9$fYT6+CmF-R
zn%4o6LGu;7{{6eMUDWz7Z>Lt{XpR<;vH)^>6H~|)&(!KCZJCOpw!nMCzHzX$4o06r
zh$Ibdtc(uD7R3RGHxWKotO!<4@2)7W(q9iaxsRq0hpr~_5A~P*<|EHhDbky9XD^K5
z&-D~C9B<mL!Op&4WhbR)9v<kx7`-6>Y(mU44iLd>kJarDEuJx)8ynTDoRo)^+K)J|
zoB>xSjyN|L_iz|s5x`NroLl!e_8B&rHrY-Ywwbo%s+P*_i+YZCu4s#lx|j_&Nj!F$
zX7#z-x<-zKmC8M9=1=3S3dB_hzb<_Y;}-g%?|!dEU45}GX3Vrng^8k&sO3>8rM`R4
zlp*lHorGzx3R{4WILO9O!kf7}w&{uT%+K&Rq*<=sg8jJ4k<vR;Mg(9ti89&Ct+GR#
zIb5N2Nxv3|v)5AB&cN*tRHHjrw$NXj@ic0)IBJ{p1yC^aM^Jt~y>)`Iz+4XLVT7Vy
z0Cre*GBIi@suAZw4k57vAxI%(0Im{qSxJeFVVie~XncP*{QFlc+ZUkK$>QZ<1IDiF
z<Rdc)^ts!?JIC%|BlIx5rQ5LUYfGg4_{x;(`|Hf_23|sE<8@<c=OHSi^d3E*S2mjb
z%5nGCN)L2&S^w2TjGU}VwcT{%^dnx#xpOzxbD6|-<9g@c42n`XuC^6-%N&VWk4um+
zaIk|Hm_H+6W}>p5g152$JbU*%GTu;5X<>6JRcm0n2qt(Xvi`@pg1?>dHy1Ob=Ylh=
zh7B0BtW2)i*Z<Ix`J#(sXcGETc)nht@Jxx38V2yn#zX^Zh~a@wy}Y?837ol8?H`-4
z{~cefZ@ewA(DOXrDDYzIcq@!A#5!Lg!a=;v(rUaX!v|h#aZ>j`F5b*Cg&eMC^Cszv
zWCAnA0(bv~QziV}wrIia2#Fchy5u&z5r8Uo&A}u6)~81yi6NOc2q`F>2lDrKu{3{)
zlrY{!y=o;1kFRb2xE$1pIwA+1f2dldgXCVJhJE}(K@kZZ<*us-V$LH56;o0SAOF4V
z{zA^XcAO}45>1C6DKBF{ZNGBHJF!9mlA;}KL2hqw$CPufi)svm*EhuhbUch9R4dB|
z8D&m=(=&bMeSB3qS?5dpN07DC#B`?Tc6*<1+4e@u-lPWE3e0xWhMbn_l@L!38giE~
zPfL%;P$}Da3B`?D@=l}Mp<%iq+Xz|uXl&|CIXdIyDWpN<{zSgzAmm~Y<q_qbW{Sko
zTx(Hl*ZQOLdebUC124_@*oO59+f(}cp-Mz`s!lBLpKkhYV=ldyp<AK8=et&r?(s|D
zZPI^kD9%|Lj?S&FY+MLY`i3Lr?|Yhb2^2$`OpNGixQEq^(M#o9F@dUh;$yM}zfEQL
zFoxm9Gak~;$iuQ<Jij5^gFj*051*puFIw0J*tLniM;>(hQ7y<_Xi`TLkrmx-0e;}U
zkvXZoZg=}xA#vlEb}w@rQsM^g{%ZKE1(%arT-oP<r_&U_q{iK2VBCFb|K;tB`u+9G
zdosff%q?o1l9Tq&R_l0?sV~Qu!$!e1PNLU-2J>-qM!<yr2GXmh3F=pfoO1hHJfmqD
zV33uzcCkZH`$#pmL)Qg;wQBup?dnRrjm=0!-+QmT==XZ;z_#%KA6hB1)UDEMt9Ykb
zMwa|#rSg(-Xdc_vj&$ff8f^N%3Rab(lC4l4#}#Bs5ghu$&g{D`qH{(9CF#OaV@*su
zoKT4o@iA3B()CJ^W+I8kIGBG-s85fwH}EbssY<D=1MHkyJmrT$1Z8aRy#ab*JcO<V
zGQ9%>en}v~&=M(%F4P|NQuiJm)7T+wX+TcPzvba?G0xUG`s#o@E4gxvsahZUOc&ZE
zpV8R<bdmFfgV9?BhPS+lcA9M>d;j?|0USq8N76?g@8uJrZj0!w8y`n8Rz?fL@j0Sg
zBk=e6^o;ru9YAKx6idmv<#rN=sDJa<;L`F*_A)ubTo&Z_#s;m2rH?)_vT%3W7@GO^
zwFf#BMek==p}X&8>|iIQd12p%^^dz<b>~xXcf8lS4xk7JrkX%{TXa}%%2eSq=pP4$
z4eqk_>3p+(7=gd`v~gI!IVvI7c|Oy>3_5-mf4_ybHdb2cpWaMRj*p@9JiXt{w0Rr3
zd!xymRo@nflkjyGNy$`XB#OL~cadin?72I{;G?u?pQ5@6?%@?jOSn@uXKvGdK($Oh
z(47*FRR(eGNcWZQ>8nb%h#4|g9<|C>C1itSIGq076GP^3x_bbUxt)Og1nld(5~2(7
zqlAVi%D57S)QO_jN^KC@5x|8E4=9*azn$!LhGm`j;;!fgTqkqH4PWk1*jR2bMC~g&
zbU7gq?T!M1$m^q(uNF^3-354We?fm8Ok=Hy*}BuM1@GU*Y(x<iT0Y<6(+(Or?ac)@
z)C;hWk-wg#yDSiBYV>StBUJ6{aN2`$xIq1NMz@<0bX#1PWDb>=E@nHE%J{TA^#s05
z*h(;|iZQ1Q;ICSc@0D6q(m1k-<j-HB(8@P&pz$^8W3)|m0CvXS=-n)Ims|m-?}xm?
z@WzV!B{)TZ>8R_54CWYTn3K^%{A9Z@x|@#dhnGHO$b9yQ(Gd>B@;JNx<Xbx_8tLg^
zUA;>;ROQ-vKsQFLOq;QTdhA+giS#Hgct$*~7(X>`X&`BFKoN|}-6r$s`B2}<xV8`b
zsmWLer?r^74|_S$&c#jQO`AQGJ&!9e!o=|;Xpe302V@8TiQ#NJQJ?Dyb}#Cn2Il_w
z6pOTnHz3(6)QMvfTvAM&TWnz1HAz6UhR(5SK$k?9tMD#0C=72VG?6DT0LMw>%d!&g
zSl5|iz{0xZg;<K#s#;9oQUOt=kJLfK12NP<o#S-~@x}+&=M|9LFXD;*h2v#}0+}-E
zY&iGlj#BLKehL-}d@9h@O?%oic*)Z1z`iSk9+WqNpj$q9Go_Yrw`qVYzR3{6DGM2u
zVkhEhEZ}Z{(pL&H9rzQnn#3dKhHuBBZ5CC=4tncI`Y3CHOWB6Uh3r`}i;l%BqH}A@
zOb5x^-h&sAe#7HAe(&@#8o&$QHBqxL7>`&grWqzwhj=3-FJ|^5=YSM*JppSVg(bt4
zK#KD~EB76DGMrafB}vz^I2ukiWADct^lA@UEI=_gb?Px4P=H(r6GOn#19ej<{=<K^
zFTc3UgZloacyXdon=CVkr;Hz(^J07#r+6hrXcrd8ukdCPn5J9Si24g@hV|Sh(NC#~
zY6)OIK$U|<uLKJUg%_n*euS!0k~Lx1tggOtLN>vO@8})T#KF^ju~_0}4WFlOjc=yA
z8Z|F)yq;>Kmr#&774$Smn8X*s+Cb=BlF2a*L182rpLY&~d&$5ht|-7jfS?quieH~^
z6L=o(wwR2EAoTrbp;>6+chp<AU_yg(QFOR)>~uf*eV6NLq(GCOq|6I6w$9tY1ee$6
zy7hKRjZ7wEWmZhUPP<WS{IK*1jnnKkw}vyImDBpvm|jzf$A02vtZduD&7`~kh*E44
zQwPgS8wvSNVfaubfzCweH8t#x3FAI~TW-C0<fn-=vR{&C)%ckM#kkDf&y!9#iagYG
zMr7<Y*fAmAvTjlMkR3Xi#E!9X-7<j+M7Fg~mW@&&VGjr`9~NdJP<qi|fX6QSt0e1c
z*5IO93V+r<C;2h#D<Nz7Ikv3xME%_aU&+m)+}0b<qX~=6oZ7xf%=@{aggW1q@np8a
z8HBzqO5jCvA$C9^!<?Ef3X~SxQPqe8rP0ErVs`jQAE!8C{`V;2Vfm1mScdprXkClj
zeMDw8tJU_r!^c~L#?pdxm**8MQ?hioHamh-B8tb|ROha>(=?zi*g>aTZ}c|tvYBop
zVnf4!OT6>QfV?;T%-=M0aYIm{(Z0;sY%Wr4PPHFnI%S}(B`x8RQl^(~S?>i$TD{BP
zy7d}1Nm4*~!^|DK?F&b|HWf*qfgGb$AjgWym{7No3T>}JHwpvicW(;9A8|BlRl^ce
ztpJJut=RlfNJJ_`2Qo3dHXk6dSOq@vbCgX=+-j~^$&LQ)5IdU@?F}EGOfHlUjVlIR
z*H~w?)`OTLIF>+WDza4Bm}{q(5hIIy4+4)drqA9X@@;~#ne}C7r0Z9?%=#khj9RB5
z+U|>rw42dj#JhVf=F5%MsK;gRmAO_H4<wEztiwv!$3$$DyDGP9vUfCkNB7WAx=*ru
z+$2Ko>zPrvWM7FnQj8AaXj-1B-A3w1&P_De{O9Jk&!pu?{1e_qG2v0&<WNZ?>7zrG
zRgJ4kSs43?@Ci0Cwl(Vqt0b=?K$Z90M~8!~v*L4>)yz%TE%Yh&Cj8uUTQ}$QPg{7K
zUz3y*=W_eXy999Y2>=|mPKr<*|5MlzI5sx5A*ePLVKxiLM)YmjQPQ{2D8f)RGF%2z
zEuVOi6UpeAfKhYiaaPRCR|_U3qOI|5IiCC3#iTCSWvrL99R>YZomWz<6E|2g(yT;5
zdCRSj%_9me6}}O^wgGq&>kNAmAyf`_Ofz=N!Wku>AH^UoVHZy^Tn@T#0oANzj<Cpm
zFFy56Qn^-zaXxocGMKD9IYiDmmqzzyTaN!?P!1h<694q?WuX+UL5g)q&})#s7K$mU
zXG1}B5{-K4y1d72nIx0p0Q#b4J_s3)EW4dzY;<N<LyFx`3px7TNLuT9Ouy2x*O$}F
zLmIi*S9o@yH^K7a@;0&z+{(l9rjz&0tVrnN{<E{^Q}T1tgfoV6<(dtbS<vCH4Z;Wn
zK!KX4rif#o@dpDXzqHt1&O_A~hR4vY{|%jIu)E3*ynXO1ai7mXaDmt7FPz*DycgJ2
zOQ_%8`Cnx7n?;Y19%<#GIv6TquMTN+6mQ~s49=Ni85Al5vx=!KIbHRfqWS)UI0L;e
zClIP3!FE<-ws@I6_ipJhR#6HroygFF3zCVVL?r{j1PrF3!`dfH;zYyP4;?U!tHkhQ
z!?G@N`ffXpc0SU*E><f%RY}R(=<qXo7>F<m`x39hSx0vRW6rmVN2p)eS^L&e$D80L
zyq=KydU$E2^TUVG!wf=9sEbjTy-5G+8;Gq!vu^dp=qUMmbm0LQKs!;#=qiD8|C9rV
zYS&dYz#^6axlj0;Qlrsd5W+5NlQ3t$#1vBE22hPUmyo{-j765<oaH}iBFC>@PEQ8U
zAmG!$cs?iZyN~{Lwps{OsV6=MZJ%do4PFtOF}UJ5k`80!TFE`cx6*yWeG;Voo)rS%
zG|E$p$eBapZ4qB2Je@?}1P}JlaqS`C?n&SM<Gn_=dlb@-Wfn=Hu3F|L;343q<e|(w
zn4kbNQD{McwFP$Y!7lLMV0*xp7Loe}8GHpK>q~HNYbK{iVpEq!_pmH*QdU2I5QRVb
zXlq&)Nd61(6bFOh%w)bmyp*^6mSdJUV{{TH%2MT3F5So8-py5{zV2_5MW=0&^X$sH
z;+1L^Ib_GMl{^rEl!X-0vX<IDT-7y#JD`E`MH1-33+3&HcI>g-`m83X=nr@&k2Gd0
zhwG88l2{>xff^1_@IyiR;aeAMk)iDaTQ}VFqHQpuV){4Q4{)zYUZa@uJg8>RX~({j
z_(cq>SV4wwCVfp<lcLvF!mDQy>tT~c@JLpAFUZUKf#Q(9{B3rE#V<HO4ScQT!of=m
z*1`+KP2~Z_z?o{t3zQw1t}fh0fob{Zl(ZG2R%1n{ZN`$_q3&zXxu;s^T+)<m>5FiN
z_~U4E6{b%O0}TfcyQjT!vNWh_;TQQx;Xx`G<Z9%r<fPK#sRkM5ndvRDTc#To71Lf=
zPH9<nJVxG}SEU15W7U4{b<ddYlkb)9$j`+Ab<sW4Mg4cww)Etk86RQSHb=VzQ{>&p
zF1%Nn1<#4_9@mCh0n>-{dpt64@~?f*u1C)|)<uxmBeNE5MCrOM%mAi%)rvX`rxi=q
z;)7z}T}?8E@j88b&RQ}CN-;5MTQc(Em<dTz2<e9%qjXwI4h|+08)GaOuLo(!5NQo@
zMi3)4mW87=B38ErVGGZP<}!v-RyK|}$!N0pgX0tH*=te<I~lV0+R`#6deJn$0?rlG
zg5F9sR_8jd63DgkwdcS!JO&vGxBU4j0O6C#Q->hloRzcc3G!xFBnRH*iNUPB9C%LV
zvc*TPKr+&1?)buwKt_UBm0=||Jkt}4QA7?X-1%TnQ1Jage~?%Q#z3D+M;|YV>&RHF
zgq5yMh4)BEjym>NEy>qjDz<ff^jm+JqeeVyAnz)Qj;hONg>7%r4LSD4;A<;%Ig(Up
zcwhF-X){k<P1V2Cq9!?P`ii1->$rNTHRBJ$41Q~k-EkT$&&!4dM?HA6<i-<~jvypc
zKM)sTTn<vNKc|`>&yXMHx7B1byUaP`HQ;;XtHlG$B(!_h5!)!<RHGD3*py876yWTm
zxZx@o%J(&MxHH(3r9}2RLXPseCCVsQh|ysUavNk<h{QzGRbVK!!T?ezqPN;I2{9tE
zDaA`_NKj%-IB62N>>|wPAi_ycp)au6HUo&>zg#-FmvERKuLwU@j0Xp#Lxlwov`W(X
zkVlC;=xccI*Pc;0I`2moSS=RwYBi;KzPH%O$X#gsfc{-6HZRdKw9Spz-j66)+I1h{
zsetO^Z6T|X7@*??_o7ttb!shCvG9vNQGgQ57?FGW9Rk42Q*jGYM(tU{{j$18Z(Q%y
zzTBhv(JHkFOI}Mc7;EuN)eu_|#H?NwQi=qvcvN4&Uv!2mv6r%51r?bIbTpI>zKuC+
zf&0Wt4tIZ*RZCC=+p)qg{7saljrE8)w#*ncutLOGV!nE*#LGz77J-{nEp|CyE8_Vn
z7QF3vfWI!vRPqA50fL|e^!<Cvw{yaq+o6Qytb3?H9$8dP-;38d5Inqy@UP+XM)1+s
zStB=m$L(-o=B~`hu(=ueCPQ<6mD9c=kLT*aZ8k3a58*N2PTw&+snPCw%NDL&-M*_(
zlsY~Gt#|h?P-Y>BIqe@tDer`*?%Np2lAR!U-l(Oxzk_|1WkRcXnz=<oWz5<@<N*W@
zD}Ga#!PkZbn?2oI$wN+HHZ3=SoFex>XvEU2;(z+J6v{U0v+K=Re|}=^7tJ|AGlege
z#~7<>gh}c|8`>#j0~=U{h@|G+Ld7+nbBbzB-VRpHsB5hfD<?Dvs#2P5JVLa3oN<-|
zZuLnVLt|$#!ffRfpm8yH90#VF{=Exbeozgdc<4^Qh>ZiQDd1<ttBp>b;`2OvnVPy^
zHQLbIkz>p3JC0=1%+14lInjsF#ftQjM0$D`&_5B&U$df(bBIf8N2Mvm6JyY{?FtQv
z6)k?jPgoabGM|%l#~j^p&B@PG!J>LWy2k%W>8Io%4n{3hf=N#(I%4iwOj5IDsZxL5
zSWr8SRAb>N_s8~&R&^S@gt!`kI_yAuPBSNPp*VjJ7&zGuqU_T9T4->nXF_(_dvXg|
z+<#<tQ_dOgrNg~=Dv%`q34C#qG6csY0G#f}DVAqWPcXZU*>4tJnXv_9xqk6zo$303
ztXP3W1R}%$ixbf2fCcm{;aImy%G>+aK*Op7yYG}dC7R=NIuw}!I8R>XKuJ5J0ki2^
zXpUcv8gEgAse!-vF5ABJVR}Rwk?_NRzo^3GY^pI<%g^_;q|b6ybpmXWpkN=>trt@V
z6g82cf#XuLB;@HGdtbvEiT9T_zMV{rw|LF%3R;;D`>T9`OMM?w-mlPBEWZ!gdTE#^
z$f_C+BbTFa@s7>lvhlY)CNBfJZvV-@w6|zFZgreRyhvF~t7Ck9)Y}`nC~qcIB<R+y
z7fy_3dyUhoRJ-eXPNf|D6(b<#o5EmoI)a7wdSHGxl1j*&_uwRnDLso+Bu9^4jJB7a
zm$By|gn;v(6m`UdA8=<R=+7sSdTJoO6vdKc{ENik<9kxU$&uxD@DjkRkY?%7cM!0e
zq}C*KB$O1`wD<rvF1`-7PPiNLQTJ~7R(qZqpddzp3D@3l+HBYH^R}Rz(yLvwq!;x1
z1r3D%iUx>PFiV9+jbDs1o|AUbzV(^!@2cvVM6q=8Prx*OAo-_y=>vCj=J=HFbk>->
zR(^>SNB!jZWPOp*3BRv}pB-i^k!&1Het>xc;|4Mqf1Hcgxp`^pjs(keRKuk1=iYM_
z2w8u7$v};t0PcgUI5}k9AV|-a8faYX#O$?FyXcV9?vfv+<&6`Titgm&e_|qR8TLd<
z{hsHg$XtUjWEb-6B;%_0ws5+Sj9Yb{0`100>hSOc9&~$(eq|;zMk#^kzW9<sdJt@X
z?ackzLz|za`*yA85dR(4Zb&lZ^(T+U3_VX|!Oh*4mWu42WzGWlZCzRvoEH)b)DTLN
z#9kLoO_XyKYxD8|{f1&y8h;;eiPyqqWW~q}i~mRkMkK=jNbnEW2$iaV2L>KtyDpn+
zV22D$$&qp?WWc9uu`kC74#rF)8x{->sxJnN=fk#Q`?9K;1+yI@@$Y;K#fXepN)eIB
z*3pfBM-vT8<Bqluj!`xhTdKsYp_Uiw*&);M`MP=Fqacd$w`+%X0`25(^!SZz5!WRD
z^u6+0rAdR~cD>+Dhk`(-PT*cuTLv<6<OW1Ey4=G_6kUZjC(-hVg*@C`2JZJQvs*@g
z-A&_U^?C<?*vCaLbe`hW`j^W)7hk2ECrICLDxq_qvQuZEbu-<OpFm!Le5b~GtGS4I
z1pkyt2BF^rJ@>{RNUun>UE<bBFZ117J3DOfpB29NZnZb}6;-D#5t=x!9JWLPl^jr;
z)m8UbL<8NlV6AQ(-%zD<{i^LIa+z8<#V8Jh&%+)Q8#0h*Vs200_{WmZ*f`r<q)}W#
z?Eo?l<woV36}(+p<R50meANO>TP0v5c*K+z!uQND85pMQj!5;2Pd=+=w6e2t^Q=Xu
zCz6Z%3sS1|h(crWilxG5aZaMc1qyM}`sfX6fCaPe7cu2KodXV~V>jdE_+$o52R!>c
zj8W;q)dQTKyc59R?jUxzmUp%i4u+x2mL9KS-`4&$m8><&P>$ZV@lKrx*Wk5aoA0~P
znL%2B!^vK<^F`U93En7CnRcgZL6J7>QTR68-+rU*US{TjD^bBq=wC25(U;BW(3r|j
zq;?kBjVqKI23-toLvT_AKOs=iLg<Dl3YG0*V+Vp(4~=?p&bgMt{g?OES0VTudr_+{
zJ6*1wPq&^2nfAEPRWu4)O?aVSr+mHMx0<l#jmHKLP~YRhQLpe>=qJz{(=YD<u@{K-
z-%qhcVme|vr&kNSMlF%tLnN1K`e&?;=_2Xff4uctXWx7tf443c8AorvM<3%)^JaMi
zzFod<KfbSLE$AaZADfxpnh!3#cMxu`KRtI6@vrXuEc(A}y#<h4XmoxB3g!PA(k!E>
z_7RIOHu=`9Xah4d?z`ZSRe}HW-JSLBJsup)Yf3r&Vs9oz;#b-y|J00mbB$p$C<2xq
zlzG!k^SUmx!&^fCmm+`&qcCyk12@dBq{jhC^563!!Y7;Mh@?|FT;s(vu^#J0Z$s2)
z6NMm0_%(mqO10TH8*dwRc=3+nL0H&|Hx|OGkQ$5$!^gB9x*~CwGvbT%3!2{LHxvS#
zz~?u_QO{4>WIte_`6jz>HJo4*xcH09=YC4$t&~C4|8VgoYMh>rVL=;=MV?Vo&!@rs
zRfgCY(`HmQ=(CRH1*Hvvw}Sf!WBb%Nyj{Q@j#*t|>SQk;`|%~hUkK*f{jk)1+LGOy
zkC$(_3u{(qqxc)#B%6)ze}ky}$K&|Fpp5@dMCE_u%l$7dh2aNGVc_^Na5MhjxD-|v
z7UmzY<iF#j{F(j#=A>l&!CU^HY|8(kl>E_9{zuvT{{u&1{lQWGGxfiLqcE_tv;Uts
z3OftS|5bZ?=>hE$FSK-%>bk9&cAnlKHqT6AjfF**+mIkZ>2SJ^9RfODI2cs8p422u
zF~bi9VMjSK8Rl~p7KT2vh^iUefC3SyC5xb<JfNlN)ah6CY)#$5yH^(DVZ2oU`mv#v
zef^zv?4I>aKF?%-G?ALhbezG#6p!Zf%Lh;0#~+e3ex8Z%OB6Rnsx(z&6Qwfx4gA+>
zh1vp*)#dlFkf;mz-&BTt)1wWQ<d^2(B@U|DZ1z)em~vjn`M+*o9~~DPtGN$4;R&w)
zAO$ZH_X1XMdLfhbI-Nf^j=1tZTvzb3vgcJ5a4X?CqXA2;i_XlZ!zWHeUBIDx9cQhM
zt<=qA`kxd&d$I}!IUF~t@kqz|`=L_MXK7@C(cVFh89K;v4*W=dTDLGHx7szo1$p>h
z5)yaSVrA60s85eqxKMz7GHcQ&{5EYsv`Nrwm+{ykaBsLo1NdD~l6vWNxheFh<gbFn
zQcy&{LB+xx{&E6*-8_J#39m0}fH-@_En=s2Nh=PgbgLUnPEkhuA!i_-<7{IC|G-Y&
zI`g4L_`A*ssuLZ?O2xht%k<9M#Jp=AP?_|?v7|@~b;*8^-oX{<MT76?v5Q<quY)5^
z&G}_S_X4d9Dcz7TGTqUN?*t7}0K@O^qHu_Nvb*7W@LL#Ss`%u8Fd{|Zh|qy6{^hpt
zmu5_e$h8`57<n0?tl7hH-YJ0>;JO$_@!Rgv5G-!NaHX<CjMM!UG5F}vV}3w^-ql8x
z5ssyhlk~>N+Qi&vy=&x>=`sS{AeXCPNJTO@H-a7W%RdLE&=btvOR}qo`cLJ7^i4kT
ztM1><jo}7Z`rh{e={YgTRQ~r_;Wzf?UkmK}1d@$^pdUXGqQ3BMV?Px|WbC^SyeGYj
zFHm{#8FGX=ZXf_)^a$KliX^}5(lSWB3qc#=c=&mDyn3(qzDvr6l)hn(`Z{mSU(!-W
zZ5U%e5*Ff(47ppQ0g}?O%cI52(MfY)ZocKmNA}&j_Y6`;z#m#+j$!Tz*+Jv|!~Nb6
z-ngR?75<?o@a3{^;5)XOt9<OR*7}^__z0l0NWf&VEn=9h$n#Kk^saFiB<-T$Q+J%N
zJ|4nf(p^N`ay<nFqYF|Be_T(1+ETv!c*JE4+%mr+z4}S*C^Mq5#|~}0st^m+r!9LM
zqTREb?~7j{&Nvimm1?zW6>iN3!^6VGGtC;Y7OJ&h4;Q~wwxI=F1YFEpxHk}8@o7v1
zxXgM%IVe0?idIdoD^G0QcVK37uPzFBF@=V5|51%vFlKM~rfCW^#TFZ_W|IfYNqCc?
z%l_kb9AShn5HRJT?R{WU7df7%eehc2o1U}gKrKFu$Ot^2j@+ec;jBv4=(9ZZ+bG{?
z-vHk*x`HZ#sNU7`fVw{P{J`jn(;4BN^6vA_ODTHk+#@a&=1^&s#+3Ie#VW!oOv_0t
zDU-ESzEtVVt>V81fW7bh(tIX7ZdKAmY=&o@?e#$NjO+^f(u8c>a0$y2caDQ~;5g0c
zM0KVRnTtJOZ5eTwTP8noa!ZXm7>d_t#QZnUH#?gE`BATWa5J0}&KqIw4lB|nP)baF
z0$K>S203GqaZgI;|7_bG+}vU>ILQ0k`W`DzwC#jx1LVPP`z9adaOVgw@VNEWkmDj>
z2qUvg!CH{FD-sZHo10)5=WT<yb7FZSq_&~6OJ|bf?Mt^YjJ?ArKRz8G^(TeKUuH+8
zh5GHM+Wt;Wdw|LrZe4g=08G&ht&%L|hAbWX%Ul$+S<2P73le&lx!U)+<yiJ@{=wA>
z;4Q}xy08zY3U{vSWr#{6mvHY*!sJV=K#<5AJ!^@XJlbBX87gOlHPrCg($2*IcVN38
zt1mE(8SEt&gs6{Q6#Pf}=7g`_CVD$c?t<k+HfauFLJ<Q(828uL^RCz*mOE+}c1GkQ
zp{ro#2=H^_ahrk68$^qsOhd~TX%iswtBmIn_CXUjbq3BjVU5#t2gXged{4Rc(gCn+
z1Gg+($uNPLv2RQ=0V_j;1DTUePli4onE74h7X+18&?y^eXB4nt>wL@DSxw}sXB^20
z0J1G2?1ISAUr3ywVkM{&<<|ngx;X%)^MZ_>aMTE17K_8k&IBLkDeyel%iHt$`f&Q%
zdi)-m)|7UXp?e(dteIE{TRKQS-%sYu-U3yj-!X;nZ=tMNCH)x<)Pv3}4J$DNM;R8R
zvT9;QP$81Yu2^yk<xz{h$P6UAsTaIrl*0r!_E3VOztU^JYDb8{WKi7(5K=j7ac<qA
zxxE-xNcZ=RJi;T+5uMv>{Z$Ri=~4U(#A%?Sv=z726_rBz8%<e2v-~)v)_$4Hn;<R{
zp-Db4H^vUg2@0F&&xWu<nQ=p*Hn>BD`-x@olkvq!(3VxfN~fr5E2dmHz0ZSzi19@l
zyCDEx`SNA{`2xA7<<t?B#1$hN*Dm&O>#zIdS7HkQNmk#TnsGNS&X4(PHfB%i-R*V+
z_6`){uT?48+Sv2GzMX5tw=NN_)5I!iXe@{K;v$b%TRYZoTn{tU&`aTJEplQNZ-t1{
zWYO$dI8=56M3?pwh%_KIlpH)AvxtOC(`do=0k2taORGvISnlQsWVE);>z8xABd#^*
zp_PS)c+P*=R`;vv92!Xfo)?h1$CEIe4kb1Gw)CScTVeHQ2s(LKCU)euWF)I+s&J8y
z{s$R9!i0uPM6nb?A=V1M%$#B5*q__@kG*bpSf)m$291`H8bd{Pkt#yhVTrdy6cwO<
zuHu8YbNaR(nQ(?7luG3R3S;Cow{Nzx6$$RyrThIgA*2XuqL5&lpoyQxsw)@b29WX#
z0WE_k%dsl|B%YJ|v|?kr;U<JEG9X=HtOcl}>$%x+iJtO!$0*k(<!{m^F)q!`ZO+Yi
zj`?S8{Jx+vhb-&l<`wS6(oy6k60P{oYo%M$2COOoY|UC#7t~SbEp1O>8%^GCvYIf^
zBIqfO<4j@lM>96Uq&X^sQ<cUX`FK#h6Y3O}gA~mk#8dePX8Cf@l1#3aTQ+&?6e#Rs
zALGK!H}&<wL|&{aqC0ZE{9W3V;XsEBYFZr3%*&60SREQq0t^g5-2e$m?Sp;<3A<C0
zgW0kNCpKVT2RQ*$)VeSy-g5F4Zome1FwgtJuEuLVvlu7p8Y1okvz1Dfi@BoX4$%}Y
z>hN>ur{R@SLQ0!a$YBm!@i;i0v(as3<is`#vLn{_F|f$%Bz1as3wQoNUBIjfNzDrU
z&}Da@mYubgA2}g1SgGQeiHK@KhNu)|EhA24Nw4wn;=gF^sOgap+@wN$Bo&<JAr=Bm
z6386pDdt`%q~c63`t>FGOkW?jh^@uEvAD)=4w<Puuu&jxF0*P>Vkp@>kT8T+!_??#
zfKaChcR~T6GD@9b*U+lq9lZ7NG4Zecc2hQ}IK%4CF4Uvp3>m<{li|C7JyHhEP!}N>
zm0pK6pNxQL1A{pQh72EIYYw>#Ki_wfpnVO$cdDTKogJzF3{-~^aeb+kg_5`_sP@Nn
zxvuDy572@re1X$@aq-}t5HN|d4VCq21P!V0z&forghQmXulfEv0A=L%_<bmP${iQ#
zl58Tl)`yq%Yi>v%Gt(NO%f5~f*g8>;Mxp3PFPcMDx{rrRF6dwDG6@d7Pt7k&m0<c5
zz`(!V3;P*;No6uI+NOy?yWh+Nm540&+d6?E3!E9=Xj5x6)8qe8Yo}b&4Dyq9p@cmA
z>%NG((pEh78R&akjYrB$g}s)l;Y5t?=#$**X2Fu^Ov}>cv=qp%kR;B}2W}(pvC?Bn
z(3t5=%rs>;0p+$?E6m0Ja#U3}H9xIW=2mt04u&|OF-ZxcGJ`+CjEs#7^pZGaC(@Zj
zGMLT(dD{QYP(&}$s41y>S}H9x2p4|8Lz^heV(NO(Sv=4$R&C2^YqGL>^aHE49qL9A
z)|6$lSI%j*;?t^RH_uv$s4$BEX#tzeQ=!47Pn!5~6INuYP%lkFF3?tqH2HpKbKO_|
zK|RKV7W#wrQ<iyhDUgoav>{wdG5DsQ`nFpC2G%I$`X^8T-_`BCGp}qmA+d|J3&aoN
z3ygkr3PB2y2$7E1L`>0(k<Uz2A;|7$BWD%cGVt^cE<s3h6&v1Je{49mcxK|L9;mtL
z-p;EYm5o6QJuJK`EVv2=8yW|GBr?teoL9)fQXiOz<#{v<pf(O%Mx<cYlRmNigXBj)
zgqs2C2a%vKM1f?ywZ5L-`Ux=%yh|Y>D^)cj7u9esmFkLxm5bg3L-z)H8P+sY)d{9>
z^wgno3SI-g3jrj;+w;KllchIz?*f2KIVQ3Y`ME``T_C@>tYHVZdG`nIKXcB6xIah<
z(hqfk7yu1H^+tCD<Qa?`Xg77E2_nATtC?fHU$-^1A-c_fLHmXl=2XN@&2^s>@iJ!+
zLd_CHLN<(0&%z}5z49f+s}l0%SbbuDIWnGO{TJc)wCw~a2%;VkKPo@6A5v|7NM;~f
z04)R;f**wVg+1DP#vl(lqP7q_G$sU69|#DGXD4nk<m~+AmWN7KVwbQ^kf7oj<r`P4
zM`BjY`1XAA!5u11rfOCJ`C2C3$h<z6F8*(c-{TGzDl_O$Pps`ku4HZ?i~D_m|Eve(
zXGKhYad^3umyL8xaCQ*VWxqMrcbQs0PywZ2rcDxeXgSfLH1|<2koqZ>=*{k>2b*ty
zl+}(l9eDL=?yFWqFvdG1R0xL{uQP-~Y9}<fuo;qEi<OCn7_G%9^-}^*_QBnrZH*F{
z5g4XL(esng{_6miL9YkdzL9JaS$lsLiL{LO_<U<u=M)>)n_~=Z0EnrdiH<|f)rB=2
z#3W_MqT!p`#-Nd##)^&;GU6!B@)ty5m#xM{He`^{wu?#lG`NUKP??@esSC!D29~sY
zUg)+`#D#adTIlG##>=G&C(K4-Ip%A$+pgpHelYV3R*8*}6bYurXH-b8uJf{~<Fgah
zGhCy&!EoUTFyZ*yLjbT&FxqAra1JowbO!)GkA0V-4>SP652;l__GZ$~YT$ov9+Dnu
zA1Fv6%@imIR3ro9^N3&JZ~&biiyI8`JLkOAraXNw;Y)x<%Osq>LmZOvfLMKx*&v27
zYpE1r-u8Fn7rxFpAsu~`RbF~7I+ngf#m2^$6un9aVBw1UV5~j{ymvHzIo9GPPLU>9
z;BOT?XmDDhKo6gHq|v{211Kk^CU@`_&QRaSwd=Q`+uU;|kr1M{(*2n8Y5frL%PL;N
z!{v7^YxXOr&Nw`I;=>v?!I~2kqb2{S-KtG;qa~%4n##>aKh$@vaa;pUSh&_)y0x47
zUrQwU=5fwt=V&<9GYp%gpf(eqRhq-onjCUfxj$7)6|k_K@VrmC6)!kf`Dg{a8X9WB
zv%=qHm1TBHp=K#m3M_vQm0J}%6-UcJ8r5h^V9hes^OegJ&9tQ!bEF}JrX+Ztf<$G<
zWFSeW?X-tL$Lz2?9c1&0T-w0)TlLie9N8$~(Mx}C9T;3(>&OL}Uw9N<?!;y^VFn9d
zdw09`VyGA?Qx2)&%E&$%IwE7Fyb8ch!936tlY&J9VwcG3t@Yu62#Xq@$?EH_*W5q7
zYShpV*X$<qC0FyIy$Q<04!g|p*I`|%cb4`>4||Q>U;R^ILLctX!M&%t$~Z*7r0LL5
z@kn&)`gFWvu!X*~nL}q=<pRCDZ9^nuU;mQm5aGK`Br|5OK@#l)%Uwp?S%%*g>U$rY
zPeL7phx;q0(zDP>AMHc#n?pa)QCXaCY8;875E9&jAPt_oN*58yn3YW!So+2@PK%jC
z??Xn#so}sG+HxAA>4OJP>=8Jn8jZ0eJz$J)a??1EGua+sMH7$Z^KMV(^F{-@@ZU?v
zpI=9|V!zT%FU+f`WaM!9m2R?x9-DN>9po&^Z-=|S@06vgOO1^jwPvnMsbQ8}paz>_
z=e=@VvCQ#KDJ}d>g$fTX=L_2Uo?_=lh-4gdy{}Us1?sF)&abjsgCt*kd&z2ggKAob
z3_t(cqnYFNAC2kT8`ZWBi5eWV{(ZWIJhU_$c}ABEPjW9+_Wx2(ym&g+2rQDTyN_~M
zS0-`Z3p6A*@%+k}ipO6dt|@BhXaFn)xQDS|t~jUGlC6iuUL8o+F)fi0tR9Sl>)iMC
z@YkSDQbl}$-1rw91xoJDZlJ#y<6BTei7y8F{`1+>{T?0c-3V0}Ust3mP_88f6>*qv
zSj&?=FiBuX2qngd-FL&lqz#_k+tZKuUi^YKF#5d?O8YRQO~e7Y_5P_jqoyg&fRZrO
z#e6n!j>Lrr<fW<W^CFt#4x?rfve&b;4m$~LpehMJS<AQv-44>WID4<Bu5T;;b(rV3
znV|H`Dt<j740DLNg~(2%S`_L9PB80}5d%#`nyQ(4$_I^}adZY83^}o2HLhV$`h4-}
zz|biV+fodYRU?jeRbR3W{w@`M{t`jt?5{|(g!)ug!a%HHI&C9;etQg0jFq*_A}8Fu
z<&J<D*sP_yLKb$Jp(FHCB)efoNSP}8!BZ(~woPl^xqPw>Cez4e+ZyQs#7{gC(B6RI
z)YQKkuN>=E8xPr_|H0Wg#%L0?VY+SGwr$(CZClf}ZDZQDZEM<o+qQdlzTF?I>}In`
zr7Ee^sgwFqsmgP%=elc+qS&I~Zcd*%jT*Qn#Fu&^%U&hq6yq4A0Q3wdOGFs;5;Xz!
zeO|?#%(x4dg|IAqnb?tY;x#ZcV6_|I&@?lJx&fuQ+Tt{a5pcM<)~#ez{L}`?#Vur7
zkd_FzJR{RdgP~t3ZKDZ}_B)<NJDVKI`uhdhhLHnh+X2VF9u|)fO@@8!um&T=e=5IL
z#&^BXrA}!nCuC<6wsEa?+o<pCg|J^|*UXlW9Gk;4Cht!qIXIdj)HEpbg)W1Bm88;a
zSRq(hDUkQ|XbchTdm4Qr{6s~VnQJhyBTQlOxiyqMu2ia?!7E|BhjLQK2Lts=Y2%t3
z)=1-Yr)ZLKJ%5aJC;^rcN|Mr<#blN)ky(S{l?SSpjq6O=q$FE&hpy1#=PjfhRDafz
z7!IUlIF`ooeR^a4h{>&6WjIO)sEE$o=qy|EiR<GwiqKNPB&l2)^P)HRB<4cU2V;#!
zM16Sb^%Oa+II#?wsSee2aOtB7Ej!sOi8|T*v(0suN&yh+A#D`?@nyu7G~UqqHF~A`
zHhT4bQmyJ<qc0fz)qK^zwybWEIguzk`9)a{p+=yc*&Je~(SWwkl7TBp8W<_sxeWUx
zHL4KtTTJ@uX(=cwGZE35a(_Vu?-4R)W{GOeVgwZ{KHZPO&XCFlucZ{Lq_gL4G*<L-
z2fSoa?rOR04eC#)UvIXWY}BGZ!5vI0=2vgy#`mBjL?m4Mp8<K(eeH+El;+R;nEc`K
zIOmFh_(HHR58_XrkoH+lgzzWdkt5W2oWCbSNQIdirH+hGPQlUkf!9SvY8$*WStf?E
z>QVx@PLkoS5aX^8;i9$Dku$rxZ;7=f=$9uxjS)vX$eU3`RwSaSC6!*2ahuVv`?W(8
z7PBZZHqHj8<=$($5^-`e=VUfz`4<kIzGSA#tS%T2H$g1l@;uC?3cLyXum+q~nAe?-
z=hm3nP6O|&cW_X8bDzjMQwTf8Bxt6eXVGTKu{?yKQ9?y>qoOIC6i3Alo}1MwL;&mN
z@=$cLiXlq#R7uOB=?6!tEQTeKe#fcO34)*N%Pr}p6V98>$@)^PWX-DOD@C(rTfOp~
zlGk$Qr*orX#l`K!i#FF5uP(8O{ZLHmd=+hE3O2v5+dY^qH6%qRO^HU6PKj1!tk!d>
znY#PyR~89t+G^Pt-~_b4H@uU6N={;4cad&_-m_uXfA@lw7k=3TNGcZISGC59TCWu1
z3N>gHd9I)lBJ{5tTtlm_5fpCGM4l>p$ti*pK(++hKoVDt$<)fB$?}EmSq&*8&S;Q?
ziH6DZtPL4zOXJ+gkF6=M<C1(`byqgD*<OyJ=m<{rW(PC%?u#a8=wdc}hJ^}%MVVt}
zLRboYA>krmR2m0v6<a%cwXN=r>9BlMQmX`pO@dS^hX@Va$zv#f|F~?0<st5Meki*z
z{SXFlxxS}c8u+<nyT0D^<Yt%9#s{#K9GoV!jTQJmKJFaP6ZqSRJ`+8qQYR&N)A~dw
zyqShCQ*4m^4#)w8a#b%tpe-$sEaAL}RfzjtFnYe9_l+0r?~`C)DNAC60e<pTJT+Z2
zvEF-5_mL}O2|csX*(s8-5cYD(L!8TG2|NBP3oi5fgXT%&SCW5TJ|oMHgHGy<eA67V
z1?7qk=0yfs&2l@%cHUQuK?xG~hGPp)Z;&Q(ZU$3xgP|`T$(7=-Co`)E1<M2byeDd@
z;%61YRFxo;i`gKVM&;7tIPa$QVi>REbpZK3dJh_TpIcz7S9|G(h?$q~682J*BG*8e
zZM}FkFtJO3uIE5<?S#o6azk-82mS9vZp#d!Emj+a?J6sw?OL-wL4j!;-ccqC^XI}H
z4l@b0M!dV3oTUSwLgV9n$_zw;45L2~B9|8Po0$s-KVR>>3LG;P`n}{|=Np(L0EVsM
z%aG~}{-isuUQ_Sc3wGO)UySp1^|gL(g^!#$@!|a+SYd6Za7bu*SbI++wEr;Q%M14{
zw{ExkGqj@)=MTfXT<l+XZZZmG3s&6dXHLxpfH$!CBW`}BynIdPh%;iPqgKm^Qs8_^
z46e!pQMWPRFcH#c7x+atNfG%cqvRw;0ICcsiFUF9d6`#uh0eC9x^8T0XNpDv6Ig|i
z_>}UWtY=}s@OKU3jwMu5T+{Er;fsn0p&43UlgI)X04^%Msm@%}sX2<qY1jnaF)Oy>
zuH&3yfd_+bZd}nh+++`@e>nu{v-iC|#|^|^R&anM6t`p!-8B|sT}tm}cWMN><)&k+
z%kk=MC6;xz^+RT73XygLeNn>C_b62SgQC(0YlpvSx&;V=K{+2m)$nKk+GIUx{ll0&
zWZX{oVNuu0En!IzLdL8cxn}6ptm61?-Ok{_)HwJU0k}c26Wy_+Y;Cfcghi<O{PDaY
z_ObpJ+%GuCJ?nj?nzr?|_wyr!%XzE4c{TAd?bsh%ogHxE;cci#SP|W#k!xBr_xF_W
zV_>3w!Gjg!^dzIK!eqk;pzK(&$zda*JVt;??6zM_RnjD=^J>&=FtlN_AdLGIjgvVe
z5(5<L6}7%8>ur%I!)8=ilb~m6!&~s5{#MN$4%>8VZL;DB6U>SRR$<V<!$T35tDwJN
zT1X~>6yv?k{K0jOKI}t$$#?CYT{{d1k_%1Rhnx1a2=be|Okc;gIA3;Jqx!s`g(kB<
z<5Aondo%n!(^{ZvU-1H5bbY1k(){1`ycS#Tjs<)C3_ra+Y;hCPn~i2J!M~-Y=`K2B
zN5pBM4LUw~$oUs9?<-_9O1V&<a43V+g78fq;1!%GU}l1&TxMib9i5^YFaK0>DnK*3
z>oyh3av2QLW&KGMgHcZ|W2#ijwP8TV?a)!L^=a$Wu+w04t5L6a%~kI=X0H_ceJHTV
zUqtsf0i0m$&?!8M^ASm~IEy1EHwEnz?Lv{lnl_V&^>o-}PJuN=#(E_S57k5r4gzwc
zqBlAUdL=<(hh1o#?wV{jnVqARwVv6*lBC$u)Fwuo!@w-&d;2WTXx)L@?GuX?<K<F1
z%sxg(VR-Kx@*Xv{CE1rvtxngGwE=uA4V;oVDuOTFF;}|n>1z)<#vwOJo1^fEFn`t2
z_4dqu8zJa-b))Fn@5^3owrmfZ@AEKMHvf<U-^@B@8T)aVmtA$Y7GQU+BOE=+(sUV?
z$7tZ)eyAOAb|3L_B@C`++S5#v56sUd9e(69bcCq>=!`YJ&M;FLny`EhiYJ*RBLg7K
zF7YVgL3$-r3T~?})nmYjGb1-3NP%N!?33?MV-~dhDy!QHoxb9rC<IwQ&$FM3Cs;kJ
zxfk8RAa{~Uv&`JcRiC}y!n&a$u;81h{Sowh+`HL*6I#dnVR(9Rc;NPaSAOxxjU~to
zCCG##m?%Vg9z?(=<ArR(ih5<z;czP4xK^Y2;F<NY%#G*9^##AmFhmw0)loqp8@q`?
z6$MC?#F@s?QMvBu=_P!+^wRT;IV4H8Ox)OZzUXw^|I4%2)8E+OXG{idBARj#PE{5b
zNHwGwyTKyJDOg16Bq?Je$w_~1nK+msseju1=%O6%l=6`abTHzjvaLvaYL0J>fA+8W
zq!UHX5KbR<X^M5!m|tU9pkHB>?}5~rl<?2<N%M$v$ottH(Uhk=oTcti-NY}>Lod#p
zi)LG#ZcAt`r~oa8ccU7M4+8MWL&lFJbs*(YL-z$Lqd4DUL1TfFvWHLn`ed~aB9i2?
zbG*fGc;d6BOAga%gS+rv(i`dxpvHOVGO?{r#2iPcU5`&X(i;taXWF}^G`L;3@pOEZ
z2TDXKaN2R`^uJ8pkarajaCv$R@4UQ)H}rp;y*vK=U2j`q==&O*g)0%e!{WU<w^OYt
zFiigHYxNS}K6jmYZ`2Pw&WRTfL@deKFC=rhwymz+>_3|}@kUSHZ=?NvHFwia_b5#%
zF?wqH@~7(#N{ame*h!m%iWeGiW@f6G+c#6pkz%Kk^0magAqVQW*{4u4XimlK1o5x7
zPbAhSaRKh9j^wda+91oeJmqXC{u@t>#eB4|HR}_aF1qhiWnT7>hqx{;PbJ{}j&0K5
zOVOg&x$agz&Hr0$DG~X_S!421_3}C&dmHak?^AAG<<sR<;*)>Q{*V64@XLHHVNAy8
zTY(l~`%Rk*>BlOKHKE6i&q9`+gEIAtdpZ`)2JxklYBDQoF>z-I^uYz$M&W3rUDv(V
z4ol$ZIReISdHz1LWVw}=(btFPcKH(-{k4L;9b-(IlN6YMt5Q7i2!!+DV*2#JIWvw)
zMGM9xeTolxnPrE|ri;mGN;uMCgxQ^dunGmcn=aS$3`K!gjPLK|S<jYRowhG%7Husa
z$L*<pwsSjGoX8Kx)5r$;ueH0q;eyatfq+olhl!t~1c#Btn6<pu;pVqLcL7FX&9Xen
zuq$<eWPL=6{*y3-q90zVsl#Vyhn``UwFda#>`lkM=gqg2#Y0cXc{8hz<}hK0pvTl{
zlKh+w-+zsK4lTN}9De7V|Idd2%E?<2oX<4`=*9kFau2X$#BcnYIKnLL9eq||zu?hq
zE7>MW-k)EFUx2?<b$@3O5qSZ*mLHv3*il9dO}XF9*iT=pEPCZ(`3ca(1nf4zv}D2Z
zKkZ|acSmfGM*{CnctULrg0SyN1-Fyl$P5w=L?b_GvB}@FdT{Igm)`;vK7)q=kP~Z@
zfrvubxgmI&!8lYQ_e$_7jbDVaNr)ycCG4BQzC5&X+=i7YC9uC9>VJJSKkOIqFa&g;
zUdREjT>aIIyfios0Fm12lKkJP6=v4|&Tjl)sTFY<8EH8=S~Y8Xb5{j(PZdXdV+SQw
zc{RrWASC~dU*Y8Vk64wRi1Q!A!okg^&nRJMZ0Sn$-@U5;PQoyX8aqjuTU%PW{pT7O
zMlo|&Q*#Hm|2p#j#I7)N|F7%{CnwB*omj%!&io&{!ukKlu5kWiSN=2f|AAd$<7VPw
zVw5v?uynH`VrAxJ=Kdd4s(>C}Kef?!E<V=NrtXccjh!ocU*7JV9lNH<n-du5pxnez
z-2pMEL?u;}8%<Z@!iv-iE3%3OpMK$*Vk#{T=zS24;?*{rZy8<N)>e_vGL33$YuQ?j
zrcVJ^58&(e{@dGcfB)Oh`Oh0;hxvc-$|K)AUq%)*6lrKn1tD`qr?qek*knIu6R}Q<
zpQ)v1m*1CasFc-vy1>0-SbrBb&@E}{+d<XMDsI4CDy)x^KopW;kI(QQ_45~C<f5P?
zc3NJ|o@e+qdZ@e$NTX34AgsT3UvR`b-AZ%%&5gGoGhY8PADTGb=x^mR5PRWMn(VH6
z`gCK$ZiPQ%fY9o%w>uuRu1|SFpA@ieXK(7{f8`LI1-G3jTL1FAow{*Nxee>oVp|v+
z*@;8q#PlZO%JNMDEn0CT&JDR!c2T$>X(xD3xm2;lM(z35qZj}zep?YviJv+%`(Vcv
zai3AE#bht`T2c7G;!E(fp!Wx90VJQ#fMAReNvt56Oc3}(cSY9<4W4}6Fv65bKY(zH
z3LsYE=qgyAnMdNz;#Zul(!wqlUKgNyfEk69C+11QxZp@{72=3#Vaj&pdST1P7jB&$
zY_Mj7w<9J39~L~G?9Ie37cQxzlk{5P_~RUh2uT?)gu2&RJeXPu<b@>{8J$Q0Cq=c}
z-Bl%4pgqrEZHJ93Su2DKF?15NMdi8+_)JI0Y!W1L_?)3)Xkx01>J_Lqj$*gQs0<dR
zY6dnw7sP=AaX&IcfQVR-6J&|zMHM$pAH0Tp1fGbW_|*<P!EnT(N7XONc$Ic!dkIb;
zLw<;LUmSdqac5=*3Jnu*J8fkF9VqwiMSrXSw7jvn4)}zFjLdI6I_;Dxg)G$osWPR1
zp_kY<qKt!Bm`-q;15mLE=cYS$gqkeQtbPYDPgFc{{xFYkKzBc$PuvWFr|ke;GhZ9$
z3!#fwCQR~&!pSq67BKfB`ZJy<{lbgsGxR6SFLGt!>GpNaPTY>i%3C0Z5G$UUUT7W0
zz&=mlGzle;e9wJac&*U-%-H&&$9tO|+`R<UH~uezgQ$$BL_rqk6Zn%~ZNWz>>I*60
zoyK~CI<bF%!27`0e-Qj`fuH`#R&tz?Fb6SvL2m;jekb~P<r6t3A!cr6?p%rAyZ|-;
zl#`6AAyUA49H@5<*!-|sZ>((tcn|kHJ<xwCXZ#Skht9Bq?pcrJ=$D6Dm_3<ZSp+S9
zLaxmboB9teT=TYt#VsE;0g9?|mH2_Mv0j;)1T<piRw#G#H2c4wnfe{Pd=}-;EZ8D%
zApGAEa6}*vx)qDo78n;C7s`czLwlJ{TbVv2_Pe(3cJBB>5f3u%s^8eZbic5FMIz=S
zRT8n6#?KH{PukyY%PORJPDsY4XwTVMejIE}<C*T7B2PC_*Ma40Z!_Fj|G<k&G0Qf}
zy{E(+p@O5@qY{!SvrxXr0lp_Qk^`jZW$eS=A(fD$2jn1)(h-3XZz4{$_eV_6BF-q!
zG9L8)Mnj(j9@(!WZYx2lRS&Y>+j*TFR3B(V&71Uq<ty~S)dyMf-i){J>)s>yVfHEd
z6NEZ$B@_&f?|Tyz1fF8P!TlipMgE%xgo+B$!7cP4m8v$B@h2&(G-@WolKnimJm)Ey
zUZ|*il8Rel*H}(2klKVNi{OO##CK+TW@`qM&KP!sN_UpQM6<cQ$+1z;e9ycez^4b=
z9=<i*JHz|N;!oTkACM?G6EI?^b{B0i$}%b+-HuLe4ph3Du-~0fT>n%2rR#;7F>9bW
zH_+9<yt55t0EKlV4ci>lne&d_4pU$$_C?D#QDgq6Jm1J7aXyQoCo*?PU~E{Oxq2aw
zDhx4sFBukqScBc3nBW}w&EcQ##_S$i9^xcuIeS&REm?@_A5}HM!6#v0?qKd9|BF!F
z+4mmXf$^OhWuti{bZ(%EfCzCw_OI}tWc`XX`lCKETj1Myr!~;N@+4j-;75*b%<ugB
zlz)iUn|~sX;~}>l!#hRg2&C|#f)OXqIDZB1UIdvR%3ladq%p|M@_W5vV4Kk>3`G#~
zCyJv{M^^2MxH)9VC~VG@M>FC_kbrFJajepj`33mQLFWBD*?zKrX_N!KWQb-upi(IX
zM<`~Zh=D!*iGD#cb~pMCn0FgTa>UsQCKY)-K~+ZfUj+FYZoD+Yl!1`9Ld*|DUDT@y
znt|H|kPj(^U<MJzTJTFtFs@q&A44L3M6ek{6$K$*0r;i<q(7)#2r&&!V@i=_?4C{V
zL|HsSKR3aa;5HFUC1<=}$~UJK(7MPbqX2{bhu1|;;nOe5*n*HMV}IF&BRk?59k9u5
zP)EM(+%PgP2T4bx;I_fs@<AR)3(FutuV5=epA-FAMQ0(Zp{T7YVj)lA&euw9rM{K*
z#r+Dq6}wI%572|BtPPlYA#hzB-QkcO_Qd+y9c^KPf1GE~c7B*Y_ybj-{lCV;z<i12
zjuflJZ}N$`?3KJqLn7AwVMr_;2%RUq&Bz}xubk1?q9uU385euVIRv~rgnph6&+(wP
zmAnn8)Gp?NKR9GlIbmn#_dvH)c3*>dRTf99kBs^;KpOqnyo`Lb(W<n9NiUIb3KqiU
zTcG~TxjQ!=uY1;Jk^>t)*r0s1qFGG_e7+HGu%cm5utYQ#lK0SVLC{tMnf{X(c;Ovg
zNKy}MA-29fDhA($_5PBc+^X}!P)FuGed#z|3#nS!UAbs|AM?oZ&*vzZfr~pW;I`_u
zJ?h?>TTpTCHtA7k!ngM>c-=@>m2u2DVjZcV(R|iORFdC~vu3X9ajkZShDK~y+h(GQ
z7_<GOJEGAYC!KX<Q;A(JQ3W<7`t<D*_s}DNKTkLpn$4{)lGAW!Q|b23XDb@!sKcQ%
zKpXG9eEiwC6S^uTBI?oIIgBs1Bi$c<lN<pv9)33qX`v~;!6Ga`{FJ@c`FC?%yfM^p
z$FuV#{HdL0^g?H2o%?=uD}qJCV4Fti=-?nQvw)lXrKW8!n}h8??G71JiK!C=oF8Rj
zgL4p+Y0}oF&e0nOmQv}Sa6k38JMA|-+ESxJZ1vajw=Kk)JCLyp#F5pH#;ue>yc?f8
z#xYxD2z{-;W6#)u<7JH}f@R4+f2QPhvejQ7dF6u!BdHR1t@3#@w#|AA4THKAR~Of8
z+uQ)``pmfrLELp>1_n%Hidz4--;-=Q+}Q981#q+bYvBjAZ!m@9n;lhkrb-nc9YT8v
zuE2wg2tWA1-`__C{`gB-L3h9hw~-dq8G06M75%9R5ySVvAX7xqJcU#<&e?hlj5OQH
zM9u;2L?R$(qO*Zpb8S^rM0=NIfSt6&1s1B2&w2;>4Dps3=HODR4tfP1tJ(E3oJSFz
z<$%hQhf93_{Ug%I56qJe7O(dLgN96;KWd|m$NiNCS#^$j`;I+6($(us>q&$5rqgRO
z=O2?9mn_`5bwHux8$d=jZG>8mKgk*}fdP6(;r+(;<8)d!OyeDub!pCtZEo>gSe>-{
zd$tU(a<H{Ho0z!!=0Ao>N>o8X=1>@xBVqB{=N<IZm*4&GDkSdtedLsy2Gf43Jv3j>
z52^KO{T%$WM4+e^A*GGxllw-0)-Egp8*uP)4=^p^Jm5SiRKBObiuVcm=2}>4Lw4Zt
zGbRe8^45<d=R2C=1x(=UK>kozeKZj6IX^dq-fA_JK6d~y{K2QMB?U|Aia)m>?o?Xy
z!Q<nX4o8706VgGl27bb=iAF9?-Qtaxg?gTDt$|CNo<_x*WI86tl9)y%gGXf;gc?|9
zlS?*!k|Y<`m%Y^V7BbMX7jFUvBB<ir2*iLro9;7HN+dS??3E$@BKn}UTA(+wL?sJk
zY=gSWS$n3qi-2xf4DtU5ikZ?D${7UhhAox-v>kb}ctdPV49Vq(eT~WGM||05^?=wD
zB?!yTR9O|o(xi-2jnS}p2fJOB%H;!liBimq_`6cfi~0vpAU+xg2tWF4{-wF$UI}gs
z=I=+b%TZ{-Q$gkjEdu95&MtuTUuZ@8V5t>r5bqlJxJ^G&2&_-jjRe{Nx|Jl-WE|%G
zi|89|ke>y`A%Z!;Vd&5--DXfX8><;ha}X6&TQHY4v7qB+3R?PjkhjVdA@E-NzOY9D
z)hjffX2jkqbS;5R5q#Q(!Y8o#8`daq;qNQpeR-ockO$@x98oItL;WwLAq9vV`HVGv
z>?Y-W*qm4>i~VxOxjV66Yh?EEYh}Oucn+j9YHY8}j|h+G$F9todkWtxd)6)qy>7Q=
z-GyGCil2m?cC$+En!CLwVc<wt-R@1@?p$B1{#x`7Zo1^i$6VjsU-=TMYdO7zR%6yM
zI}}Sp*xP^ki(}D5G*OYQxEzs>Yjp<8?b5mZF3VH9^t766YYbNQcF^rLI~^{|>a_Ja
zd##O+n<wCpIzQ!3*hC;=slt#W>AQ32w45F<b(q~6-|Z<FzM6Fg-Ib2!w^Qhco3^6@
zR$Wd(>)RWY5TohdCd*ao$p3DEemDi6qhZhvkuClc(1(;=v;*R#hGX1vr<pG9qpYWm
zGP__yuri;a?Zx^ehdKK9>H2T`*53d(ZP40fLuqbf)|I6tJ*ru;7*<2k(_V}|3v#DD
zi%tsuYVAbFK!P<8g!8v^?9x-T86!*V{VG_A&YE$hDcHQ9oIU83WE@j}-pvIi5^^GV
zNq`$!s-a7+Ml66!wr~C`9Z$r20yL176eB|Kad6`4JWFmA;AYWMSOJi;$9M$(U<DiU
z8^{ILRPwiFL!;(4tOf_N=nH$=&+=VBdc;MG5K0{RvSH)YYPv;xM6C$O^M*f>G4!<;
zv!x0`2pHi@h@BY5GmW>fiI2a4Bd_p4b;YDwWR6r6<$^un1H*7<RxG(j@(|^M3ljH<
z<VPw-%BBkCp1=$BzKM8!Mv^3U6JCc85~rVO1~ODMJppP)*w#jLrF3QNXd|$|bWO+=
zfVM^`-2?ByT^cWvTmF^xK$^Jp5y5&FQD_(RG${80G=QJD%jl@;oB7FdOh04s-rFa~
zGh&D1>>H}Xxe|k9f`m1(1Ka5f?Eb2PA{v{en+5+MHJq3()Ww_!($yB{_01C37N>Jf
zE*iLGANXM(*!iC=GOQ|xp|z8G=XYc$^yW60y+beur?P112H25(u>{Hp2pBR5sMj8t
zSNR>+h$)i7^c_CZZ4i@~?2LQhxL@X~g2j&11gKn_Pm2moCHG_vh}ypwTDiO0>@_W!
zCWeKiv`en4++K64l~z(62S%Se`$(pI!RA+Oymq`psE`uJNGH-1(Tb>1)-h?P@;vkj
zO^b3AS)L{D#=rmYc2~O^0$fFA@(S&!K=L>_<f?Fp_x!R|FO`TY-PL*%u(XQkN;384
z=u49})^6;vVX-Wn-%;9APEjlCk;PSLDAp8)>RpojrSa9{E9I+txr9fGkCyL`e3TE&
z28TKC2z@!Xr>}RSJvNB_lEOSII~V@!q!r@sa`crstGSXv5jKvd>B_^%Ccq+`q5Mc%
z1NSO{|BNEUbl^60;A(!T`%ore<iJDL69r+ZA;|=r=S6u0g+757z|lm%*=Lb>h}<k~
z-ly3!c8jj(mvNxHm8wB25S)B54j<VdjS*5?l$J!KVQUpqVwgmMO^`)c!6d@-!hrNZ
z@5{Qhe)oZbFs>D3Z0S{{oOJ_=SF$+M6OP`!s0eQ-$5q_r?V|u86IN^t&y4VN@bo+L
z9`D^C`bBl$b}9YT3urc*^MBrKLD-A3zwK5C;l)H3ziY;Cp}j=%zprjOBTn<PKmX`?
zoNw24Zk@8E1iF=w9%x17et@v?^O($2XO-6Hi69K0(uH{uhO#1I0fM+-iXcQV!P4=<
z*G2O|&s>3iA+QT;!32eH=9e6Tn<)N{A9|g1XOp~~T)V)2yAvf<FOzR|6#_7XH6Vh3
z{vr(i5Ouk9yJ>(+5cSgt=QQ6$oOD7Q$=Ed(8lX=a-A2*!msNrfEko)eb~>ZCVCDe@
z_6c7HEy5i#hN5c*%O9OFdBEd~m>~YGw1knvKVbqqYRpCzrW0fp2-)%$h$l!j&U@S;
z5${UAgLiG|+QK-uxGNx;1Bs0S0xA@9n`T;HTDMA2xyrF>^Jv?;kb~}>l%9E<S<d_;
z7GIxyBtpGa{XJCuoum1QS^vUZ-!@*IcTslBZG3Gb-G*0f9ebN`#O;EYx<YV`$iF#C
za7~ubrV;aMf`u=iVcL$zYZd#~N6fHZvMS}RzR<N5EJ5wmcYrYsH5aF{E{u#@g&#FJ
zD(Rv(@yoUJgJ2%^4VJE&?Q28ohFh@~+i;*+TjxiY;u|(U4nf3+U}-f`Agsz6Xo*s?
z%JKJgLEtN4_=9JXqV$$v{J(F>%fSZASL2LtLOdEnh%zBI^)^h2KrGC$G9eZ<ALN3s
z1dON1LtfGleBu=W^a6ApZY9Ir3eKHPs;t%4F_qAn+=+!mE;zqqpqs_Vad?u*hXy}B
zQP8Et*JvVOQM)hjyF!~_j`c7@a4GD|1ycc#L3u3%%)M&d%jZr1Fj?s`67VnBg%CRT
z@vG#6?Az(dvxacv@_in2{}V&_-qY)4LU>*=LDenJYnMiDe}H*D;7!rTU{-!#oHW02
zC=`W80i6O$-~t<hY`lnmaGWm!R?|2Cak};MTM4#wS5qJ0J<>n&s01`cnx6w}Shy^N
zdk}*u?5=yjHotull8+q(7H(6C1Ci3ir~YH0NFGQ@d3UuKl7F}jmL~)E!R0lh3PcL=
z{h)@Sz#}}B1mc(ugZ?YpJX$=u8eJ8wESe;&!ihRJ+OABQn#x@!jzzXo?LkIEI#ntw
zPbx2M$W4$WC!?L*D}Agc7ZWN@+6Oemh&-qjm6JKH)OpYikCUT#EdBgm`d}=Sgk4a8
zdmBrWBcQ|`>!^FH5RKB4?4R@=9HOjn3(pPpg=>h*XG<R;d)IAC-`>81S)dJ%odNZz
zfIjecqRU4*_ffH(csd<NH_kb`$VKA2KZ=LN`E6<*<L6@jBzkYJqmcclrkdVBgq2!T
z*VK<<r;lI3M@m!l+j&VorR~qr8^qEwQ^C+Z{Ih*V4l&_*xJ5-aMau@&!=lARgygY>
z>#@ba@4oO4;{wK=GjqNi4v-gbZHE?~9Zd!};9u;^VA;r=Q)!=5<PMu~Z^S!UKh=5G
zNPnjD&e^4IW~6c9Awd>OnS^rS6k&uy4hG0NKlamX0*LtYIM5Quq4znw@nY*+pv$&^
zFwHiR$XlTQ3cl-de+MjJC3y7pn{e-l-QIE5gf1ZOwVKD#@Ak`~MQHXEZ0I9;(CPMt
z|IVX5y8YDrGp_k|IeIX6{P(vHckRv78e+*YJbmr(bXnRnX`YH@NPlym{Zr+&dz>Mz
z?dfsjMcdz;xwhrGi!&`n_Me;!37u~={OY9mRjF|w86O#fYUdxf?e%S*8nNZAi#qA@
z60tn+%c9`}`y2=4uJXwk)9AGq`f+HCpiPyCtwWr@PaPN_wKP@qRb}c8Jl1LP1Sw`!
zc6-@}?zsbyEb1VE@IUAKBbzvX{uutWTQC0>z~OL25Z!LypcwuzTJ*tW8?#)H-?{K|
z7uCC{a2!s>%VF*B(vap-|JGnXui7=}?e;NzKCp3kJmCPsReaxlNGj`N*z?$P*b~?@
zCRC)Yv*xEzzkU4P7`KCP82WW*Tahuo4M+V|GTJwrbA~twltWY+0qcmc*81mT!KJ~2
zS?ff60&Ebm2yF-i3hx7WL@?s60O<!JNW5Ld4>6RIC{_hZbp(xl{m-9e<gFpKv-Qm6
zMJ?}109a{W_0oAT`FYDhm79*fu1Sbn>2J1b4a9Ix2}&Y={GocHFXSOXVkbFhRT9rW
z?%7uRoQ2;^;pe1OPmBM|L5LB=A=F);9AU$e5L5d?z*ab8hNr%voIxeM(7?h(K@u!(
zsK4x4<?GqNu&=}-T~%zcsTX>TgB6o82j$cgRY@aFQ30c*a8oJ^Gs>}7GWopV&tS}4
zgq3$bU-D+Kum$RhYKG)`75SXXaW+JZdZ86uC+uGEz>y6p;+WzVSH&Ymj7bymz)O~8
z{xgiHe}*d{oVa6@=^YZk?&RUT!vka<WAEhlD~Bvi#@|h|kB06C8i$UUXFXHlh@mMI
zryy2AF0fG(u$h->@K~E-S({KguCb;YD$F3DzB#DNZ6t(&fq4T5FM1}If3%r9xr4(Z
z(TJ14-i4MFH055tmie?T3wE1EFv2J2bKdOq-fDUwQPfmP)rMIGm>JYWSr}qXLmHcs
z!-J%}a_(fDXEfT?FHUTxK^l#Sh`=c!VL?}ciO=A5=s99`hVHThX_a*J4n$fzm-RYW
z;5w<_6Irom7yw6n47nxYxvJou4^~mIYhc9LYHG(Ks-j5dmvIbq4@lZA2$(Lk#3C8s
zTj(eldUHFmo6fvr{#W#kna$q)j97Gx)fEjNUaoDcCatOI3&Y1fL=267y#~ab9cr`g
zhBNl2yZs$b`+cCg*&b}{x7o^@X3T(Wer7}I#tA;w$2#x%m)YHol@?cv8AG)DQIgKa
z%naSX^By-*&3iw)F)@g>`n)|}56`CE7K$#o(<k`e&Iacrt+EKU1OlCa^Jm-s_KF^p
zF+>T=bcJmG2N6^1n&@-@o(rlcCrc5{WI+FcHE5@P^RiGAfg1Kg$U0cMNcu(K+}ez3
zpJ4ZKPU^wtIAtKqfc+8s(J1r#@a$j@5jExl8S6ai8xbclCx3&>d`SnO8TZxTcs8q<
zegi$T`(n%M&R#D_bq!-BAiL-9swV=Xz&FzjF^H=c*?f`8)T||JYBLuE1m^&moRM}#
zlM#sZUi!i3Y^~zYn)JShD!0*w6-HulPw@~`2bhJg)A5aDisSdu*ssT)m$94<bnv+9
zzLcID%*nNsw@sm8O0Vzg{zyataZ4xr2ciyiK?#i(p($HZ`#+j=u~VDIg7%hbSkzh?
z^=!qa64E6W)lU`)oqIExs2xBveBUbki(B>y0@SQ7pFL3?MhEw<V>0_Xw&Z!(H_U^n
zRPNtG_Jw>%eQGDkwwkXMXfW;rnfiLGTFk$mZvcZLdp8y-8fmpvH1zq6*5?<-HZ}AE
z-=*le7!a#cBnKb*v@~t5Skt(~a3mlOWB6W(1ViP_38)=cR2P=#Qz!yCR^?pL@uG6&
zC>-9iyWpWYZ^>GOh5P}$?g*Ym8A&){<dn%??4*^YRW502s(or<uayYZkry1ZUAR_;
z{JjTE-))Cl`zQ&+8AfPnHl#_Ln;FMkC}~#xau;}65NPHLe$rtboP5=^fr)DVR?sQ(
zP;$7X1vumll2aI2Sj&TMtfDj8;g$-ArxUn#AfE6AMJ4fug;2G1l?3}N)q-*v*jedp
zoJWcs-G4hHeK9^nTvZ5}=Ur_R16>xQk`&6I@&};Cv#g6(Pskb!SgKr<lweS(*OBpH
z^5L6=LBTK6iy2z*uO&o@aIS+;*WoK>m0Z7Qih56*y^pXtKs#A6Pd{9Lb%s)A4u)!i
z<sxJZUmJO;DiJC{+Iv*z-5LC8fb)LKHRsZW<c@)G>D1B-$CrtW4fe)vvJ`gH&PAIj
zD%`hF&2mO@idZ$7pa?wZ*(VE<iHMd)hcGH+gH7W0e4#)0dipJS^Y-49;kf%IBWkWF
zUcieoT{}}>#aN&&@!}tvbFy~h%kKTQ3~2oH|GOlZObEZXw&4q<>HjqGJJa(b7*HZq
z@>uBMHINC;Ph>9JhOm`*T@xqHF)7hjxP`p9nti8pr>X7*)dEI(nwIzq8YC#`(}ST6
z6ntk$emC+YCeBo@VgnVTupc1wxRI<}zAPL5km=v;pWrVwe{uZ>l?=0Bnut@6UlB`C
zGJ{EJO$bwt{NwXY{Oi?8E1ib_`nOOe@s>$rcJJ}B6t_6g_s^qO{F>S?`D8b_HZy7v
z?x6Fl1cJXVg`Q10U?3yvexTlecR?1fi~O{p_Pmh#7UR~W+Nta=WU6PmTW2VQ&B~K@
z?Hd8KRp`y=^Hg5aUl845@9>u>TR!FmMe}bJAIv+V;i4C!U27d{HG*xumcQmbG`@nr
zhio9~Q(IjTns-dvyX;`n)a_Nfr><D9d274H!)6sC*~jY|A9cnQxOOeVo{O0pH^JmY
z%aWVe*}rLOWSGj5CH7rBw(bQ!jd>djjAVeFJ>yJ@ohk41lQHi5ZCU8q-Lu+qv{XT8
z$x!)+=Y)&NUSi}TxX4fz{ZRsdFXdv$seP%>Nwy{(T%vo#=Mn``$s2tY_Pguv9y>4C
zB-`gh%*hwR*aa4MRrOgHS!b3(Z%;j|@2FRGX@WO>H-}Cupi-zor!t_<DJ0uAZkt4Z
z<<$8I?YH$7hmc44`fLT6tW-doj_JlLd1EI=YrfGg6)OzVMh@w!{Obee?sz)X-i{jW
zU8`Higj?V9G5hOi;+p?qf@9ETd>@N9L*5U!fBrUT>ELhUI)6{t*K7HFaZ4bdUqFYZ
zO6me!^B^uXkHYuLH6@dWzo=GqmT%SiyGdg;kzI7>%yduX;OlGhT}4}RL)YAL`X{MO
z$h<?Nbtga+u(5sANl8*KKKC{c=8ykga(fhL(Z(Vebc+Wc29`>6Dxo;;L^qg<Z_YIs
zOb^|2TOkW0Ijsk+$4O)LC`x&clNzT65F~eJT?o8NvIa`Ui?eN@2zmwTspyZqqQ;>i
z5eE|NQftKT;}`a4G?zB_s<5kxO%2-4dFe6ZF(;w$rAFr>)Tc<4%e#Nchh^h|^uUkI
zzw>gO_4@2+WXVn!Mo+5X%`CI@E?B#reTL|vn+JCrG{S(&pwexD>wZprta?m8pi>V`
zpdTivjgi4E;xX+-+lCYLj(aZ7cUo5?p2jOo5vNG!EGezQ*l<fq!_@cl??Rw9N4KpC
z_vCBz`iQds-r1A(Z*uisv7KkubA(5$@fj#Mg5C>ATW@jvGmD>4V|;qm<EX!!?E8vA
z*v;(!81%uXS(IFTu<Fan#;)KIX0xNcx4qcn^Qo#99@C(c0P5bHi1DogqusJE#A!v&
zPkQbg1d)SI<iuQZ=rv=rqBCOCLRY^yROKQg5yqlhq(p<QF=(4QQ8K!j@}}JIugFnQ
zddyU>^3aoP%8v6w_VxxR)uf)RQ?|tFMd+GIEC=#ewCMoH+xy%Za-zD~M`B(Url#St
zuPNN8${a?07$o>A0;ILemZroyM?LebmO~8(01i4v1N#we@$ADd)ndSu>f_V6;dqDJ
zbKHT3GJ_}B7I0|Z^uGB$spofa0~q#F7j&H-<()i2m96~Jf%xi6%Zce(r(fltG%?Nb
zt@Y*oC*i*7O6i?0qoO?C4Vw{hZuIPRg>7Hu7J_hv$Wvs3R1^Ja_UC^v?KNV`p24VQ
z!DV9<RW?WJEp*Xd%sFymfx(>ycH66<@{y+$N?ylG0pl9&7X^44Fus{m-mw7&SQB1o
z!>I_5`aual8v(a>sDgBfjPcNB6EVFlsM6#zLy1CQ-M3(Uhyiq_S9-jW-bHyPk`~vl
zL~cZgA8Hm>i63fHa8#tm2n%6W#Pn8V_KY{=y@&K~7%njrAtOb>5CFK2(qte0Epxqt
zo0BemJzrcbZJ7GtGQ62b!^TFI8Q7kjh^$&o^0gM@Rnm6)UFYZDwVZC^U)<h{W8OIt
zuQ!`-AQqjS^90jdzLF;2jXyoourj&EgSs3&-(!Yq=+u$<E|#<lCRiQI;UZ_nY7N@0
z<d-}<^i{7QgpgkOgIk%n>$r67+8Z|Jk*8Sw{AQ=v&Xp*%!X9|2AzWB1A<iCa74Xh0
zT-d9&gOsBvWl3ggr-dMufl}c3;G*D`u<IbcIJZh+a>3GUqjJgC3Dy&(OdF5&nN*mA
z`+OOV%4W*IAovZN0=uwQBbrX$VzaznBqc}y$s*Q5mabd}$^&>{d#1vNkWeJN=|oM)
z&h46gmMgaC=|n|P<gTj+G&3;>j!Udj@=gVNG|?>P_F}XUN>}V7qOYt^PrmPwk8S?F
z-RG25&Tli#)0n-%kNGvluMsX+iSw&b-rIEyy_s5QtDL^ilDz5pv4Y;m4O@xEORW4f
zySxfQt%duo^F>NRzBff=jlt~|ZVSO05O$w)E)!KtN%?r|+@57<>~0iSxgZ;!<QDu*
z;_J&d_6G+4jNDZanMNGa+ER0<@nCW9gw)|gyKrK<lH<~><Lz4}MCiY~aCZ3vi1@fF
zrmgzJc|?T7;a|c_L>flqZCUsx+%Mn{#7ky(3cU%gO&xtg>{eP>h~?MIz&mZ4EHl*?
zM;~wa+X(ryObk{N1_Pv8`zx|wtO`l5gn*363kN?#7fr>QvX#+U_@77d7j?-}QF%`=
z2M~W;F#qNfBAQW7Day?ObeiW>41jyu?*66btL=yD2Yx%)M@UH7{QAo&A3oM9-lVsH
z7t8Hxjpl0qiVhkT?4wR{$yBpdEjO^e&|2i}NV|>WGJlAhsuH?`Se%!K74?tAE_>PK
z0#8qR4MN?tuBs1dAGM?GfqYr_#*SWpv7vX&0mjkI)lNF(#%J0q&JCx4i8sxg-mYsI
z^h@T0=`$fa;ibUbX9t;Kk@~TEkqlpFXtgGZyaEBO<Ue!xsCQi?1x0PO2Dpnpc&?%-
z+yltJ5?h+=u^7!Q6(NnF?p*q(VIT~|A0gnHpqfnerkh3<4c`suuku)<qLX)U?TXlf
z?!>kQ>S5Chci@za&=QA&!6BMiV8&BOSG@zBaM)(p^rA>)w&DbE^z+{*Uh66?aN_Xd
z)*AD7JgW(6>rYBm;PoALFfr`cp8#d8LXzRj)JJ(fd6rF-Tfd%f%6Y!`BY4Q8G}i$3
zucdHtUFZAfrF8Y`kLj3yY0-PF&cpPBS%CfcB5_`YxTm?D?w|N-jpr+WQ`^(u<iodi
z>wj8ay6EN2ZHp%bXV&+eA4xgs^3^-zKYaJ=uZ<5IP-?6`m`uwpVHmD2qWNElop{Mg
z7XqmkWi6bJrd~25W=6h15CTU&u;1=k_6!nh`(o$u#tfYSa)#~~Ju7J;N?5gd3aS+O
zFE=EusK3w8x82D0Y{c|(brW(YMD2#fPW(t;I-<71g!+gwAVX3o{gdADn?#g^CQSS(
zwbMq<EuLh`N5lAbItWo?(|n4>7IA2Lclo|8*kr7!V-x<KtK!N34YdcY?;#PQisvSa
zP$^%t4WnzHTE04-^+`!Iop9#L<-oixvpf!R$&MY<nFg@oB`qg?v1!5m9^}4ZTc-(;
zoN*!HC(4{^@nLr}s4OTcAfEBy^xk@k2@Bh(y>b6o9m09VC@R2TfWLqY1wK-E#m|>~
zN`OMdCU7QPBgE`0aNYh6|8YMUuUp&c|I<(FSNvD%ZQ?uZ$Mpbq4f94Mt#477k4O?o
zdg9oFSG|iaV(PGkhfb#0iE1|7F5=y%-2e%^efgXfY9rhM^ml+;p={zB8K`r}=haKc
z3u&r^9tdF?n~d;$COt-(N|_tQogjG{!7lNqdor=GNr}9}l|rH-c^=hyw)?4j?2Wba
zci{};OK#MQvo3=A+zM`?1>6XxkiMcC;@J|9ccDIJV;JPXAH=OhrueYNzc`3cTLzUH
zYQuus(uUmNXW-XY>JzYF+gx|1lm{xgFXsSxWOn2HthX)pKI-XYSj<h?@`Js%`|h-B
zSPFr@E*7`zh=N1HzU9=@C>jvpUV0Bi-`NbrU1xSos0L)m1C<)`PSjgfUTcMm_FRHD
zCQMZ8t||OcWfb$`{Lg2^&VmI&W4_-3yA>K;jiWF&9}<tx>D`&a)21`u+!2{6u`<JF
zT8G)AEzEjq)L1U~g>W4uBSH7jsYd^T1rc3|DML^JGs>b|3`WF*D+D{WJLTk?V5n)u
z8#FFZ#<8-Yq7m@xrWMRcqVZrbhU)a24ZA0e$hetmW<~ZMMx!p;Zed%#$Gu_mKE6Vc
z&p;QH1Bd;0#<Oqbm_T`Ib-fg_%!^n1?E3(SRbkmc&x+{8F}S3qIrIa%>bA(KnwfAj
z9i!)9e~$Oc5;@Mp*oWPqG|O)ibgi*}A+pP}W71cO{Q1^|0s?o{_PS$)+xH(D^HqTN
zl*!?7$b^IJ+r8%QfwPG@W!KA;GDrNaEWb}VlJ_-!e#oW-g16JC7{~qelx8{#$yga6
zK`9`cBAo#V^HPph(d#b#4#l^y0ej>&GsJ(YYyy`46R+9lw!#+d*bN5G5~ib|T;6T6
zQUE^!SoXrvg3q@`{SNBVdCLevlUCxA_Kw-e1QnLJ=?oP%w<*c<Aak_nk)5D^$+FGV
zAPo9<$Ce_!{@88n0|lzK)#}+Z+i&^vlPU?M2@wN`2X3^9+h=zRD<lNX`J6;kC6eBQ
zd9&h)Kh*HyQ!-u1z-&$@9nTiTiTG}pc`;7$*d!T)%}~5@FX9;sit;4{MlbnGF5Zk8
z4jO^o0CepVZJ-Dm#D;h{5RkP=!!D||!<igS84<4V@;<k-GQf$Uqu~=WgY?h%J9!RB
zN>5HE{MP8ufYHNf0cF77!>#FDFNii1-a1cZ14f}peh@6iQFN6!wZ2X7yvL+<);7_`
zl*Z=cDe)JFKHWzBPW{#SS6UBR&uX<!f{5u$ST8)|dP8dEP^w;@Jjr7v8Y-GzwBkFI
z!vlPn@_nLp#HLmC=$8o63aLT|y7x{1JsljV=(Q)efD4bl%qnqNvY?viFWpikG<g_^
zj}IlA^v_KcZZ)hIH1UH~c<u<X#6OmJv8KYV-kemPzww}1D#5a7g5_uiF(=Zb(`Z3m
z%~g(X=y`qd5GSHzlBIv6*JQoi!(N|K1nONMtv(Qh-%(4^N+ma~gTSlsE6aZ~7=Njf
zeeuV#T3Z-a;^X$Xfd_(8@U|LsjjPezHp<hO_pp4|Atlz4PaKGL6f)MwB7(W`9DRjN
zdWJ3l5IJk3<g4NBe;!h_=;(A@U35)qv<oa5=%H%?6C;v8Qid!o+vkYnwiy8J(X$r&
zNm1ZxB6>?72agDlNy9ovj!SCsULoa=41jot5f_?#U_B>wL$SzcRnwvJ$>3eo9pdmU
zvmj!?jDPMk`KNh0Ob>xS??Okx<*6rVTv{}pI<T@Ado~z?j82*8!2?%~0U@GTS)$+E
z;3XeI%-Zb>SFk}q2UBX<N&_CS3g}0z_ynOCF|n9P>QYco4-s$#Gb0{P=mYaq!m;f8
z&b!?YLH;Y1Qwm4{NO@*e9@Nrg>dK_p^1uE2HbYi21NK=m_4y|5J7WyO*Xgd!`@(5%
z4=B}F<u}WHphuQ{xl_0gYK97tF`|3v@VbyRgjg(6|6Zbi88y3aJzc--Q;5&kh#&@s
zH7IcIn$llH`*bZV+I%i#Tj<ReZ2}{h6Goi?h2bf8p%z7)?&M>6SCC2Z>Ryi$dL$|g
zM<b5X$4SrhwlJz*i=Z}dj23xphYX#jb!=pl`Dtk6L5lS#En;;yHNE<)HutT1#&y#z
z(}b-<4|ip^7$2e8bs7@xS@a!r&!+iCOIj^>*KVJh;H)yRuJxZ2R+XyvX|r!unoB}H
zn0%oUHO()lqE(B>`yvqu%!f*+^`k#ZGu`H7-QLk=4Ic2bWBd}uoE+HDX?a_5)TFlm
z9xs+iXdXWa+$z|Qp|ZIuCq#?z2~3(PiH8xoC8tp6GNgH06VAd490d7~HXB`v%<oO^
z4X;u)lz-}$*i<^yVHja-sN>^PbO3V?MJDcoFT85Q88Te7lLqqA2QiA+9iQ62)GrN4
zH*xH}WF7nmh>n_}p$D96aCr%IY$fH=6H%QM>?xzcbl+Jw+-<x4_ZFRyFyD=>f)Rf>
zGsle&6Bm=h)1Url&Ry-x$~?uEmukI@oVgo0gV&S@j9Q$|+c<9BZi*Z^1PC>~>4nvt
zJ-?fIM#}LUScp6PYMY)xBW)woCRd%+(c8bKPm_c-`gYTtpXb)ts~!o1GWG*&Wwkq}
zmNID8REbi*JW^H2l+va2Q)Ah5DIWc^<ce8P*%IZ@?1lugJOsRZ-%u(O$h-&N0O5VP
zI>0q%n4uz2%23FqL0aJdmV4RP=PxR$I5}C;#B#O4R>jP#-{qOo1;5qeol>hx8##yB
zzU94YxG+4V_;*+%Eb{ZcJt%CmJJ+by*+kQU#w&XT3dRqfKBoBMBiGjUo#h@sBFB@C
zpL6&SBGwS2OC~NEU%7t!d<OytIMkVLu2kB%V??2$bLSzHEdofB5ex2(7cn2*Kg0dX
ze_8(OVH6glmdxB>cD17*of~1r1?hV@X^Ll2Y4emg{cOAAI}l;yZ^Q8MF*hb6G_s^q
z@>(k1PbSWK(X3$hHn*R)1M<78kJ<a|$AHYzyz_4Y2MBRtkUlrvK?o~h#mM&{=_0i#
z!cD1<qEfPwfY?ZZ5+TEN8Xn@?E(H(LtkiXQ?V(c#5y~?Bjh@l^n`WVAks93S#{W$y
zx*)5Pq4{UXAj`c+rDFT$nyscn$p>%bve_F?qJI9y*{I&|*cq$GzXTYpb;*J<)%Hqe
zirgc;&*rtVEA4x#S%#u)gxS2gNpzA<J)T;T7Mol)huR!LjY6e>u;^BVg1XZTv{3cx
z<;8d2Co8jkW9z_ttf#y;6y=zvFqH1M@#5=~g;^_I;j&tx^L{|knrtf3+F#fUph^}Q
zP{WjRwt#yBZbfE5Nb56$QAPYn*+^U$rn?#F(AJ`bONoQ5o$Wh3dU=zART?fbM-x1<
zkS4gclt!|Dlj^1@L9#@vq#LD-;>x$k=QK*KavV1P0kmclEPU#fc*I@eO*y#?dvV0?
z+_4fDTUaF^Np<!riq*Wc2=m*b{`7Non{J-)Y3WKfeH#Za7(w9|+3|_Snztv;#m_S~
z|D2v-zhHsE)BC;VIoqGAR&5!2b93^>CX6qnE=}Kn$zSGGGdBsGRj-}ZJMhmIX7R}S
zaLnHS)=-R(?5Dm8NgZVfifRPztMHT++a(1|qZHJ5OJxkIo$k~~y?!YtkOH3n3jjz!
zx4%`_PIXjsEbHL(vWD<@9C=><l(H(v6!7bPI&C%>&b0_p2eBnqmK}?gA*?N{<r-qB
zwv4UPVnY95U7^r*>rUy2E~sD?3X8>l$W}dNN+^^!wW=yVKX@q5X0`G>mq$2d^*yXE
z7K^g|9PZ{YmmrfRjihbXl720YYq2&#zK{x|dRhDHWx1u7rJ3Fbiit8<Mls3!=iXc2
z@B*#|Gp7^V!I}$S^%XM!41ivG1SM~vpSyJXgW7Szl_y;Q47EoAS9FtyZW-(31K|Pc
zoI;v$O+lMn@k%oVy8i~IIqK=HYn4>d(xTev^rAYpy{$b=_mZ<JY!+=zmY7{xl1QCB
zCR9p-t`dV>9??}IfQ-ncu@Qlm#)cued=aEAy+?#I9&LKF8UJs^kD+1`nj~)>QJ9X<
z<FOU^!j0csJaJ=Hsi{0!C@+`D#EV~9M$;qFLXRzbGtQspC@AsZzZT9~GuLvIoKNa+
zYy-nI&t?mj;kS~FU$b0%wzL$IRwO%38?f+=klX49OUP0)Bl|e4x_q!bpXcbG1jQwX
zfCMZe5lg<sWHq^t42lnl&xprG4fZAQ-BPJ;Ma4pLjhld6V!S@fB!^+DFU#W)ynfLm
zq8O48gZ|(&2*l|pj1rdJ29hAJNKwnbbIw$%ESXiZWN4PmDp`BIo$Xf)#k9?F;evcn
z32WtCJ9WyaF6aeafUS)8>)w_*m{A9^Jzv4z@9q2Y!_q|ov+QoI+OSv@G$pq#fAm{x
z@O6shp1@?Wk6BM$tpF~Nwq886z+=viY(_Zs`_v!7!kdfo@JmwTpb;B)V@#x`^4$a*
zT?FTmBGY8k^`-~O8ImFjlh0=qsK)epsmAm%9*4^7&-OTSKzJJsm=K@Qmu)oq0E^$1
z^m&JHmP&<*BS&deF@&yKjd6j&APO--5*Ptk?ufwvPEjIt;fU-bK}L3dg}wRIV-vvn
z&Br4BYlXA<B;S-xyD)pbF&`fDfpsBU6S7I?qsCp9Y-iX*o!`BLSy*p?+sl4003iRN
ze3X?|zT@Kqne!Mh!z<;>xC(lO1hvy86jB-O#(Z3ZDveEOj&UhkV(dcej5in`!O!56
z_^9y>{7-EBGr`o7YeQhG_tepAvm|w3)NQOGbn6XP9GIjZ9fP$jIV)*)B$GJg<e0q@
zbRNyVE9s4uMvJkM2xbWON-(9~9Z^?8H>cCd=SQ<EiDbC6E-&BEf^r*bXT10_f26gP
zUtXbKS)a0t=fK^}RA-<$ir<Zahn{=!7DuotmJCG~=US#ro#L9p&Aq5#blW@yfk2tq
z`{hoy{^Iv9m6*c~g(mvf)zmk*9()50a-d<U_yOYq#WPvY2<&xut6~7(p<wHj+7M#Q
zAzo#xrhni=5F;@33XH^X%xo8>Z%$3Q=#pH-WvHfq6h!nYkBX>fJ2RU{bem$H&=dYF
zy<c(ZW=aWm&>JW@K~qqtF%%&OwiV%Q1>`Io<b*735w;VEj7oD6va;qP^i^bqZ^rHI
zu=))G^3r&cd^yb^Uq3M#1n>#Ru@c{!ydn8X@}uOf@1Od|v1@nUy>ax^7dx*7Bf2a3
zcJhtn8hkgd#&tg#o;`3N`9ku@=pDEK*Wzmq-a+?@K*O_P*#;`a*B?g__|$u<%A=9Z
zwmwIn^QKUD<UXfjtL^#R6QN%_e(n5KE^p5hBB5YqpfYbtC>B|gw>Gak(jQU(5aAqW
zzO&K!OZ%@K+<_2&J@-B9uX5kZdpGn+F7K55u8<NOUZvNEJr0G}4{Fow^&^*9Sl|lP
z_?!ITGAhgkA&bRKlnSL0<p?>k94V(ehs&8A$?Pwo2$mx82-z1Ii=2)ykwPpBF)WKK
zEDJI0)9d8bmhpgP8K&D?6iMLgM!nSK{hF@Jthe@g^b%{3Df-wUC*y5t2YB2dAKif+
zU`$Iny7!cuZ*|%Np<uo>Sc-F<5arnmN^!se{>YWRr`auACBY5i$3KPjxy30!LJz{S
zUxmWygN$BqsoJRx{V%+qSsIt`CFWT&M|kv@A3x~~&MTWZ2{JU>0WuW-<=D^m{QAem
zy|v}@U27hgwWFo9ncSG%-0uMyI@#05Y@oTuksF>mt(%#Z^>}~l1C6H4F5w!Wd<c~h
zB8}wQD7peN(gu9kcw6vQ|EopJ?A)h|h|Ob-tjc9nSQQ8cW};TyMY?it#5a;no=xHw
z-}Qk(JRm+;bPyj5JRf|aD3xpG#U1$0+#Puj=kCW(lBaSH7o944H}>bERFT$*EI5Z4
zLqOf)sz_CARqonoR)LZ@o!IPg=)FD^2sscK-a4<}LcJirL<$4Bxjurk!RXFCL`0$}
z$lot-lv(L?6@sE!(V<}W$j9NxamZPgz~7eiB_Wr~N%T4$n3zhVe4NmlK2B(8Do5VK
zUee?p@)GY+p#n=4-4&-Rn2Iu`%uz}i4@#M%ls=1D<|wlaG|L=i-do;zTsED)wu2(H
zQ@<%JUx|*Uxhb0Ari>RwZ_k3!)Ef;`3(B4&j9;>ru(2}7mNAdQ@;#pPwOVIUvD@zn
z6#1j2xY!L*#8+5~{JAl)q!gn|7f8TQ?@jMD%W^#+U&H|$>HJ7`Wr*5P*|MO9?D?ZY
zWlYe6XvS%Y+y*Qd_Ik0*YX2Q8DyU6`OD>-$E4Veu`;+CRqSh@qgLBJerj!*s{?of}
z?tbDRwsj14U7Tuis$PC|->p^4$qfYK<d(0qX3aC3w<Utf8*gvbkbCigTej~rQQxCK
z^;?z$sXdu2mh8s+3b7vRiJC!rHiYuIa1(AKDnnHQ&yY@6Os>db9PCotQv1@Jr4F9c
zaynEnR>k(I`?P(!E&6VEx2HSW9ownAT|J;3(CyF<gb%O>N(G~~R9mJkca^%zT;=qL
zqKFmUq9;GUsB{{hMrzoYJ?4&iV&17`Q_E**XBD)l7ikv@i}DwRT^{Tqj#5v#qoT#u
zVsFW5E4ilhnzC!kuc=rvNyn(w`6jg^->(*{rsT(}dX2rNow*Mx9*jN|I}jZUy;ShS
z@L1LPs_d(jlO3pwI1b~tFu~h#=7dAimOotVbhx@a4!8S+i$com4`&wuk7;z-8jUWj
zDbTS&m7MT?Jb@4&DrWp4dh&rKx33IiPY?$a*e?lD!zlwfW5A-}u;Gk>F(k;q^PWTQ
zut0CTK?Bde2tF10b0h^KRhn5YMc#q}gCb%i27;E2yntt*N<0JGGKakF;T}+Py%*?3
zwcd%|%4j&P^JICMx#U1y0bSY$xU?%J=i0H*1Nro&soa>t6bh;fRi!9jPlc%oB1H^}
zSw)&sq}CLM^8^sBdR=}&zzE`18RaR@r?;o%=+fCR2HtO{zQl6%D(z}vd6@bV7-T!@
zNncOVsBQX6Hm0vEjp=2xqz%g(m6_|{Zjw1ePG6EUl)A~Kiz>OnOINSxW)^cWU~E5h
z&6+#H(>{K2SL2^wm{R8XL5|&}2n2Fkk8arZ?MYR6$tUlbd-k~vTPIs{yjh@$!vjO#
z+<x`6(#CD8Hr{*n!)H`njXR2e`kilg>{wE=s?hy|zB^mK^Ye1MCrUYg8tCM>tdsvD
zRV~3w$P(8Q_j<gZtaq(<E2G{TZ<F^y?g7UE?kR_YV3*rM?R}q$N>9JS=0_eP=#}0C
z8Iw#Z97d8=S7X#ecg^T9y;ea&QjSt3%Q=-S(p0jXQ~9hGPuNZ6qmI6T+=6?ld&teY
zPmmC@q&}6@R0>*T`DcONN5vKG>4Sg^?Ns2oLBOiZX$K=}eHkD)d`_s&Y%EjCAW2;g
z;ZoIyvWlhKNmzJ|o~>beVbPR60r3Be9Fm<hh2O+Jt`DkBp4Ba<z!Hp3yhP2yCzgiF
z<|u*!H#hlmOK#PqFE3m&0a=aCwBZ^&jbimcavkXad7?l!OE!sKAy+Xh7i5T_;DZPo
zRaR>bL+37)%SjbY`X&FQa%u~9GyM$P&+K8y5QCWkj*ny9Ogac5b|tK#;!*F<mdK_>
z+Ki{0XYk=yHLR?spE++r{!)2ELB4<PHF(VsNJnxOP9#6TzT`RuZu)}W0d7pLC5$}J
z9a65O8d8xC6^5DeiXcV;#|8;wtbv6K(**}8&U5L>(nNB@WI2)R=K49dpWDNcAr5l`
zF(5lZFwYloF?jqf^2Gy~D!p+^rz!un3Y}^DSEibtX-~TerdbZ55#~7y=J^4){_|uL
zzXE!kof>C$GKWzKn##=1+%ynt<Q=pciE@|Op@;;OYBjYhC^UdHrPTXT8;xXPsf9Ly
z@&`vKTS4Z6WTxC$Dz`1IRLH5KNH+dN6}%EDMQ%2~Fjl6KRM4qLa=B=1fGSNQ^|s`u
zjWil|yA9i9s7-ER69R5Ubs>wQAfsLZ&kAfhDm31VPEdlp9exu>p&$#Av9aHT!><T$
zze%^%98#CsIao@J3o5Wt^i=lO98ew0VvJ$qHngqucC<^qtDJWkEmcBIe+{d0&gJIv
z4Pt|DZk1HC)1}PPDMaL(jT^IOt7n%tPO7V#J$12qwfZ*Ij;tMOeT(H*3-Qz}tsx!C
zQdCwQ$uBB9i5=jkXi{UxRF#^Lx>6(i9#!RnrddNIh&nWkC?{JqtftyVU9o(1Ws_~G
zt;@zlZQE_c_AQTq=@-YUrD_77-AymQ7L^0u63h(Az^Wr-MYyOVfJ(I*O<5Tr{vuF-
zUs!sQ{;4on4ltsw5(PYg{=l99D+SI6NPhqa1llNYlGFifnt|s$mF5IqEx8@h%3_72
zs}#Ws>sK&>0-smlW(8K%O{=>$tuT6ed&Bf*P*|9t2N(3*@X|igXYJtPUYI!7E{ylo
zjMIImu%R-&dZOu_yAehMUTfQU`UEO{lW1o76sMmvO`2RWneZxQmXh#ZpXeiexw;ZO
zC6~#Gj3&KD>%>0)6t2>VCM(NCTwbO&It3@z`5>y|tDQ);*{Bkc)k!#9P(ZKY;$GZ?
zdO&%A=4c(MG15Km_Au%NHFBgFzBEF2paeNNrmLJJ!nac|SwoYvl3HD96V;Vg2u{lF
zIqJ$RAmyYGO|u})f>Z^m>aury=?AWHTj0`d$w?IzlhS4uZ?<M%zClU%vCQ)MC_OPX
zr;RpVk-6zaX5N)sF?H#U?)*1CUA&+s5G2uHAR6Cy!&Ot9#w@E|(3q>cR~1*`2MU|&
z7fqhKW23=-%euPa`s)|v?p)>b6;?$`%8C~4$@feT-<Evs)+yNvZS~~)>+iws)%L=U
z%2`XnYfOEaI>#L6?nV}ri+`40`NM9Gu3&+#WiDHTZ1NU|4H)=Cd81oH*^GkZ3|;3M
z+FncBYcw`1Vu{L>V16eVvLzKX%QhoNK&AG!fkjVki<;kr)5e9oPJa^~6MhJbwm9a<
zZ0`o43kJG?_vkzHT{p)C1Bl-9;1}8m<z70S&yUbDWd8I#1!*+FfI$`ru<*xd?#;}2
zZ>IlR$RTYNg7``P7=KjpM-OO>I&FJ}7~ITkVQ*&!*r%9-O2teCu2N>_X=_dH?0TD3
zgII?J30{18CdD2qjXOXtALbbD6O9E#aIQupXq&a&+C5sfAELOHL0Um8YGaTc)1KBU
zw6OZ0uP)bi1YT~;+)<(X|LMKgiT2*K)zw>LuvW@{r6DhkkX>ZdilE52MVymmb0WJ<
zt#K-$<YB!cwyPaZ<l-G-<`!w@pbs3@9xR{p^|rO)D>q4jx6*EBUZB)quv{_yc|7H|
zhwu8?cXu6Z-oHpM+MESCY$__<Sow{|9$Qgf9wMI||I1G=+}B@K#T<QfR*vBBo(N66
zUsC$xQ}ORRvO&+y03MnH+QW<gKB8ptCH+BizIH)G)&aaFpjRn6yxrie(f^}^@{`vE
z690%Pn=FLP>&K`@aTPNl;z4|e+iPAKml@?vdNXa<DBn-nR8Ulg{FHiD?P88NO)cyK
zZUNt-XmzwY6|1=|TtDjf9&x-Xo)*ud-*c)-cqU$CTj*Ts@33_^x7d1}gT}i}dklMQ
zPk~c=*guM2!aq{{$o{eNob!+31#IKV9OGi+F3&Ep-+$h(Fo^ht)LA4#@PNQTE<^=z
z4EUnM+wUdFD|kiusHfYz2OQD3m!9~X^`7@?y{lYjz}@+gC7@Ec=+;_xB~7Hs#!C1|
zwf83;4Q|rx)(}lpkoR~yP&e9x;%E$=MJfs)=-Ev<x8{)M9K0_F=OnO3GM?u#;srka
zXL}r9=c_wTzMVGd>7A$c-kyn`_H#WlTZO|l<KsQD=ssu6EU~NwuH~*xF6JH=rhkh9
zYh&`{$#}AS0h}HVhw0Y+5hU0u9U%9PnJPI!xU@|#er1~;hk?a<Fc0iS%F9q`$))R?
znLnnI1sTXTW=`PUTOa)h<0Av#D=wVkHmLpnX)C5){rJvhS4}Fz*Bt!;=Fhx~b-U*U
zqe1f)k9*Ft$DjPNF0vKAzCLvhyvMu2=q)0R8Quy;<ukr~-X=4ZGR<Hzvmw!Ckp-4T
zEmE;$p!_7tXTqY~8lay`GE0g!`iAH{L63x~qNW!sJVq+I1e2uFk%gvg6ac~%7BaHM
zK_yod0?t?%zXAJVOlD4c2%N#~d?UPtL^Z?ESDoE1EV(*d#N|;#H)@M4!z?TnSTMtE
znu@Gm4>6%Nq8N?j%WdS3;}`OLG$Kp2H^XV+MvtDuR9yU~z5UIaagb~v;9zYWN72;S
z=**dAQMyE?ha+Vj(VN(txIwl*dN?{3RY=kPC_zz6fjPX8Tc~Ua->*>2QeZJUDQjld
zqO1qmrwfLnim~YVFcC#0dQSkit3eAkREtgGH^u*}y)OZeqdF6Oud0vg>Z7Xqtm?B`
zecvsqTT;uiyJX9kEFpnU*$4|T0Rl6Y6z<?ylMEOqnOKt>$VQ$_?tB>=V~h+#5Q##_
z;ozM~7+{ycPCO(GR^nj^n+ZtX_rL14<;<`<-+udj`|bD9)vw;GSFi5>{rCId`}mvH
zyVMypqkhwT()@JRn&ez5Tdy<h>hpwB-rit1)E6O#Sq*s)eQS|C&gUbnHG-^Bn+gnu
z(=+Cs@*eTB5%08@@xGoJHi5P}U93R<==!Q@O>xcsh9YKgVR3Sl@UQR#3&kXPWP%<=
ziXV}95l#A&IRlqUB)N==at5+Wn-eO|8uMz?e-He}x&XpKRR_uyLZ1nB)(Nqb5aQ}Z
z%&3!NpD|XIK%{KIF!O^oQ~jTP<@evabBJI_f6k7jf)Mov3f84_MN`kUr5$T`9ld$i
z_3Ku?{r&Ib^@HE|PZUwU{nB5p4@$9#AL8fx#%n`2JoBS}AP@~6_nX<H$c;kmz6M06
zIWM7iHi3X3a?q^d@#86L2!r{DK}dw~<mcxou7rXnfh7YWYak(+!BdO@RoZbl+Dx%4
zX=gUfo_~%WK?*;56ncZ9)oP`P0XS&tZ$k3XQ3}?C9G6bbT_naK&lEaL&=K3TK+&7f
zuc&*t#Q}sxvuZwSW|4W!3`1EA=1&^FWH@GE;ZkPuXwVar0M2fABut(YisWet*u&G3
z%;AM9ha(ccl!WI_odzmCIzKv^Yoqr{?i9dXQ=GfyQDqE`xu0W=iW($rTCnETg0%?T
z6~Csx!bN~YL@0=*E3|rZwpa<66w40RRo>mco$@Zf8M79X*}~b3o{gr1%*Ra!Y#$Zx
z3H>$mE%_1G&zKj47sWT3|IWIcW9Bh#oIKq@%TwlOgmY#>>CE;&XIKmL6BFqt{T-Hd
z%zDdEWDB#!at$-d9CRI2?st9J@@0OOd&F{-{{izW<`vtUyqi01CPM3JGcy4>ygN{M
z9yOcH`wVVW_Ilt}UCx?ww`ad+#`Chr;PC|h-hd5YlyTP#z@oY!dtTe%tie0JGJxTW
zn18}~(}9}c#e2Q`y@$N4_f5BZ3fvc_Ii}1V;$G%hk<&QxB-~N%70$$c)8R3og8)}-
zUUQZm;KR%!hv-lp>^TQ^z@1pgyL7AxuW4{DL<AUIoB+0E0!+&bgwLmL?~?#hxk-t9
zBEoC$^$=bg1X9p4O-xc@8Fh7mJ$KEH<0ga|W@3a22UK-ANp+oOay4tLX448aJ4qZ+
zoOI2sXMiJ)1@x_ezOS*x>s!3OWuaS|!&38zN=;Fvnq8&lD;jBH8H+wL;xhRfKD;^w
za{>iRM3cJi=taC|&w-uy6e6A<ef}%2|I3L7o?bkFzit$jYdbc7gjw;ETW-1b4)?+T
zhVcupWAl%{*}Ws)rTrP<hlUVh?=pTI<ruEfyAuUUuL>HFodT7s134@@Oqg?IFh{K&
zPV%n*S#v@MbvS9)*UcWL$8`TBjpyQtun!?2Bh2E!F{cSU`WNQJx%#OEaX}|abHGl|
zi%-KcPyI<69r+{@=rM>Ks)aJ9I5`uS!L%b{6ZAk#`D%I_&udoN8)-e+ev$Im4o4y1
zBtb91id_EGDcwRA&{lm+z29?xlI>&rY#Wq&*n4co2MoAW*dK)`c{ALM<%{AMrK1Il
zXd-xOcXoG<3386(VeXSH_;}bn%W_&I7M=+|8D_##JmJH+VIusNvl*vk;>^5A0DKl-
z@$exc@Xj)C9mCn&EEY9;I)j~pBz{s5a2$a3;jys_&AYqxyk6Jycq`2{Z!lV!c3=SU
z-Hvg`oa3~^<WTaDu_o5sP>Sk6Ik-STmrAxhBztxA%p}!v_4F)G_S6@NWLs)jk(`N?
z+nY>yk_m4*h*Iu&5dV=LpD;<wlwjch8mqQLgbICJC=FNv3=@(3JnbI*)nH=P=EavX
z>D9`yV>=$1xN%2!CG2bOk3^D1EqIn4Sp4c#OFkY?_g%y6+|YCIJGb@~y291ypSWDD
z*FU#<1B`E4xwMY`FN7ywfi|KM_H){Yo!;TkCGYQGQ9<0r+?Ks<GlR0GqUnl{sfK#z
z(5}6mw<gDT!I-3v`2JizRQ>3xkE}hk>E5Bw_&y`wKQwDNX*}*bF8{Fd!%cI$PVahU
z*STE*zv^ihtL~1-F5}m@{*HP8dD)I=e*h_KF3#g%ak<<UZYqJD3D6HY2^~tn=WyHV
zkZV?_wLX(Ll6W$~CT8&$AK8(cBElAFs@b8fb0&Hu`ec-iHjbe=IV4KjYVveH?uYT-
z{Tiw2&qLSgA9iE+Eao)VUJmc)NI@c};i{(l*Wfj?Y^!Ed`uUQAhm|RXQJ!G_4w*>j
z8bm#07jH5vm*dOxd13H7Y?;uzFj?2oAY0ZVVj1r(A1cq3*|H4uwQPefQLfgC?9>*#
z1)j}LdMhdX=(y;ng<nuz%og2AfOMoSiAWl!DGd7jl|yMflpasdrB9~~X$Q1SH$4(a
z;WwHS5Jvh|bys<pw(Br?=f+)dXwYh_>~b9X>^i)TYH`-Js$ML3$Gy)IWIucU4Nan&
zT^le4UV4w-S>_4Nb$=b#Tg&V)%M7y^jN%NaMjuu}6`GT?vT%7|lcDe^JR^JK&Rvh;
zJBVDzKXg#eQC|j-TNfr5X<;EZc}C1lP#1@Z+$3QC+=O_By0$Ke3k{;M_$rWyy0`$I
zZ-mR36rnw7OsK^1XQMAi8A2x}-&}xUEl`tqIYDYBb)O_ULjJ-i`KHe3u1(v!*T$>C
zkWa?OWTLILy|vQHntGE%$zmd#+?Lo9#K9HeAlg(NRMBc&SJ6siJ&1-2gF$pfZi|Zh
z<aI&3HMKp6w`~t~2T1e43N+B#ui{Pp)eenW10y3>8G3^FveM;2v^jIRiq`tp1ocsD
zO^Zcib!m{IEFInkou4`{O;FON@kNoqXjOEAuIb!E&W7EhX^)@|wjigQVzGt{Wzt7{
z!g66OsP2v1Nsq!Ujo>!=kT}!wEwWwRvh&p8kBogc=U`1nR><AnHUE{q_4!D&9321Y
z%F(^=|H9i(-LuImRn5CAxf=HL@9C=y4_vdhed+h5a`&Dmj(@AY^1y$?mt{URa^JjW
zG+BIp-e}q|K6S#KthpuCY+#KR`}h?T*M4$)TZb$sR$H!(v_@iAF$ZqD>x<i0Pu?}N
zbM-ra*1jWAj<4Fkq2l!#2+>D&f}H+4k>)y>Lk-#(>e8U&ioC>ALdeT;*p{hrLIy1l
z^a&aCaa6*S9RQ?q5~yVaDw5GkHC4b-gU!ZljnZ>O3o@LeFnj(F$Dx)K-l8h2LbH#N
z!dXqAM46tifQb~=%M()TBq>2snxqt}5W*`|sUEA^fl^W^ZvZV;sRXhh^#>+E*^mb*
z(<;tC-6qcG^qNydK%8GD8}6t$p-Wcjnp`neAt!}XN-3U_U!Ia&o|0w0q3NPk4c(XA
z)rq6DI!ddfv^q+j<{ZT~r0~XZ*g*>KJPP{?g|5y9)uu$dQ9cDs7kLU@J4P)8pd~ML
zY1t~@HAeVmAt5BEx~97fN4w^_PIs|66CUmw>l%kDtqZH1oC!;_te{CPg-kfr-@<3Y
zVt*`}2`6V+hgOVLQ^np&xY~!+R0pC@N!Th$5_v_ATc&w@l*a-;&d>1A@&+D|RHA^Q
z@nWPfTo@~i7YtK{=>l`KfMJ--T;X)VP#Ej{>V7(~PIqVq4s^L=^FqBxs?{1%P8!77
z?GG9`QzDQI8kHb6bAEFO$a6zeMis*_-U0L&Qity6-tckLX*IQ+>y|_+8iF69K7yqo
zG2+3!AMU+uJm7NhWo>DdM{DERNME`2{r#TWx~1-wF}Ey4{GO5nJB^=MyymX8+pg5U
zx%9W&RXG@sr;_4jxbL%9l`2C^!K;dqc-+NzZDUvJ(j$2F^pKUA^cO2?VH%d1lPFFI
zL5L1Fuv2iiN2w+wN*zC<E}69u3PN$Y1>D`JNf4w!Y9X9G|I-uD+G3ZR7@rjW@pz-V
zz0&M%&pkqWn+oa>-%xaKbUz`(Eqh5H9y4JR<z%VU4ks|Rm|TP#e2yUXQ={TbqYVv-
zZizWXx&*<QIS6HPp(of?+6SU^4d*$&X;Y)n+p8BerL)ttRRdMmVG{!vMM#adm|gIA
zZ)rg|(qf6n?6g1F8321b?GNx|dVi3i<J0~_Y97_QP&~G*59l%`x%Zb&)lcchibhvZ
zrsH@lJ|3TrAC8}k8`b!5oY7zv2ZGtwR-t)Ux1JZudLB#ATq`R63h5xO{uX;C>?GYH
zrSz)dXrE27xu(gZ)DUX1nO#nP+JY@LYNlL6t(BTkud+AUY<9&Sm$h6?rgo!_?#i@`
zhh;n_kIU2YVfmbFl#j)Z{Wa|lG<X#B0YZ8gbT*YxUKpcwA>@xvq6nz#YT@NWlP|z^
zV_;STt~1#cE3(<16(3SsdzaR%DF!U&us@h~V7KuTu%joNU9l8hRJYX#Ap3i^;;TQC
zR}~>Xj+pb;F0I3djE4x+X7GFi&s)<jDg?PA@crIA4hWhS8sPa#6Fi^STsnN}u+2lY
zok;IX^bk@wOAjH1|4I*uz#$emB!Wzt6u_%3t${Kxo$&^KDx%WDDbU)9&z)+3WiHnQ
z%-qvNb~*6{KQ<{i2XDIGS+(bm5%j0!hI7-ouRFdTI-E19WMeAFilpXrj`eftl-ipL
zr~4FmB-2)x-;z}VYQ|>v&SHmV7ZI|V$(4l}7j}W-t0${}W^H|yE#`baKl#2o)Kb+S
zJSkbnBavwp3o3@#L+4ahRjGDx_WbXN#0a{<W7*t)j>0#mj&BVM0vNt@qwnCG<m(e=
z3zUO(y`LR5oeCVM@U}2H0z)qw@l%|+MmQ*nB*kFZA%qe^Ari!4M*z4S+>~DknIHnp
z9|6oV6PCCAkKiVq>*>i6@R)k$@U9)LQGY<XIw}{v7oq16-JQ+#EUE9j@AWgQW3e{7
zd3$2}Uos#6TrNr>2qOt0gN@+5PWH(L{N((U{3~>=QstPW`w7xDsR0P^!kX{~zosw(
z1udsD2_30o1UJ|NI({Q+q6|Zk(*L3tfUDT#6N*hfp$M21PEds59n|f&C}JsMNb){^
zB26y@Ec@exTS%fRfjwsj<rX?RQBtwlbUPXQk0&fPI|Xm{A0OgPH0)5W!9*<P=H})u
z8pIlO`e}kS34Fq+O1<j>PC6;nA~nWo5;6II%JLb0+B$7}P<TLk(D^`QruHz;*OZ!n
zx42u{9l2TDEA5Ru$XH$vFGQFr%bz)(W}g;bV_p*$q~AKZx>T3zkuJ4fTPIBNw+dW|
z$%<-1O_pk1xJxv9#I5)Waf@n*iQDmZ;Z^Z>qH&|NA@W_zcllrPMxVtiMnaLuT4uFi
zvPy!>?ze@6up?sH%x*PoHjao}q%AI!B7{QW$Y#dSK>MW*nZh&{Sw2-I@91tDwtbNF
z4c?@rY&LS~26sc1g3%(_9AO)nW{Ss2;SUs#7mKy7i+l}bYk;3QMF`LZgC8L`+E!7(
zjO28=L?z-6D@DSpq*{2!66S$ZNyR!+rQT||qYsskmEfJY8gZ+bQ6q#mEMvxvF#}Hf
z5f?V37=af>neRl%H;d0|1G4QWRx58Jkgq5*Z!O!VY|J?uK5cu&#*EwMz^3E#&B$2x
zM{2l6SQ`{Cl~7SE9;HsN#^EBKDoz)f;#gO07T@u3^s9fWJDyB}$2j3GFB2yr7!qjE
zMkkhy-+}-?JqkQB2t@>N#GW4NdkAh?2e?K7kp^;u0_d)YdN2XlH*Yr6aT}8pVDg#7
zqx6R+knT$^l5XQB@=7F4BrlRe8Ueht0Pf&($E-CgWKvDgGmD;qgTq4vyXc;X4eJot
z+a-`$!2PNk^_Wa%vx~|!?adekxEY16t@9$c1&CzmwSF5HP2x{n@h82nzkW?iIj*c)
zT9XW<mwu%b2bYTLVjipDQ2m~)ghk^g-WmUSpVMY@hZt35iYs1N`iBojOAbCB#~zoj
z9bdn6dZbIn@wjC5MK5Pp&#VtfF~Bq{35O*ROyj|S+2pT$guS5rmD^^*=7xTb;tWi2
z2DSm4-LQrKGnFuGO%}=qj21P8&z}FqBh)%>e1aec4kC0Q7mP1-U9gLrf$_+-T~OcY
zJjpz0@RmspDHr9E+|*bEW^shf4b7ddv!g@=Zc1l*Y&!Cy1)b@!*?ith82>u8839gt
zblNxPJLhA4R9UvJ0=d>*TT#KjWA;5A!#=F}hJ9ncao@D>FllJEWy0qE7Muy2Qn99?
zoZOPx#3LNH+Zw0Q-Ce3HD$_PRY{O%=aoe=*u<e}9XglUz#<u9}d%fo(qe4Vxsz0NA
z%B8$X6EZ%iRMs!m>qWmKBKy-4mW-cxyLVexi1Hz<_TYM*d!|&xRA!H$?d;z-sEBWb
zN}D582kVpQr<Jx2l$-dz3?CFeAJk|9eB*MCw#v13u4}eh*K7qfS`=EX>s{YV+x1dF
z>7{_uJK%<^4K$A%XwsK~<_SpQ51ImP2Y5KmK#m@sqlf1@sgD&@bkgC&o!}cqefK(p
zaN<rX1VhtKhVG}M7&|3;4vC&a0*4m;9BR2?|NO3g4mC?{qqFB<)U41{Wg7e6AutN|
zQm;~KTe|@mDs}yqts1l`ZN)=d_io+4mEF3{w7ykN<gMnOyixb;C;>$q9VLv_;vD>%
z1nmOHbxE-S>Yz`V7jra!no0>5l-61gIXyYM)oe6x*}Bavx2~5c#7inQpsG141m|d7
zuCteJ_0p~00rDLG{HShH-O&kZ1gP%R^$E1_2Ho4)xnlrmJX8)edk`u7p6(qO7}?S2
zIMRi+NbZ~_@(74N^Qn3rkTQYZqxMZ(c07sJo&PmjOHzrX^7&ss;+GYf2=DrDB%lQ=
z=F=m;^|Dh0#798d&e`$w2ob8)Ojw>}-Z|dVnF+U&f@W<Q$b{GTw@8_=kI2=>W4TPY
zJj>dT$9gm2b)=xJifv5|_HGGp?c*|?gIX<<=8!qDe%p5VFp0d4x0+1`qj~+h*0Sv5
zM+o;RO7Un}#pCKx2(O5%n$Vdk=HgxDPCVXuw3F$CI`822-uS>kWN>(pnHroPWYC~E
z$PAKxeZuXn436y>nPqkonzdh^#e43dEa?TGmN!8zKci<oP1i~I)#-nb60nAY@rAgg
z7iIRAxJ|GpV#&BI8pIBv#gSMpvlEd$hpAGX&<iTE|2u+vgO*UOy4mczh(|6|o0m!S
zmvFG{czBPqa6|jHyFJ%`V$;TnsMpSStX%4Gt%&+~Lm;)SdeZ>Ic)HguwGPy*#%O-1
zqq@1Ev~F5jQE&58J~t&`caAx`M@VM(?7m~urmfv~FWt6H^%4Q!C&r{<{L%5ER^4FD
zEp4JwKcPxjkh)eal<!>f?Cc1{<AD`h@l~J8H~C>3LhSz_n5><-fXS*9la(ny+^P?h
z;RJ6CP(l&5Vxf43qbR8{UYX(p&P&y64c}kt7vXK9CvVe*(+e8tBsBM;5Is0VPZXl3
z2xX{tEkhaSOp`&*=qws7=twRDxQ&M+GAPKz%YaBMtyD5=ZL>qzDj1C4qU+l<OI(Pz
znf-a)ORQAVN8D3ivD&4q@iP1&0s;|rCEG=`aaGAnwewW}-Ac>!23qy=3vrH8PmW>=
zj$#eYOWiNLw93mtmDgLXpb%{tq7@;!GejShdT2D!MFx-ww8&(tmH()+jqs-3RV`cP
zs?h(-)#2(`b-X%VH5Lq5qva{Gb+l?aT0LE5j#lv)shF#>A<ml#3%cShlL^QBTewWv
z(H{$C!ZBU()|$%pmcy-mK@@9ir%xP@#RS2@`@C`UG>4CJSm4IF8SYumz=7f|kZBLa
zvysejW(;DHOl77sM>8zSh#7_siL{UopBby@%D3EqT>0jd71m@(D6B7tjV9UXZ+2sF
z@}D4o@HV2lw|CXNksi6c@*)$^jyL_)CpX=!dL7o*)k`Z}T03v(9lZTEs{=ZsdtIv#
zY4*c~?{3=GbNAAn+an6qxd}t~_I(o{UJ8wRL!_sz--EY&WrLq;E(p>-!=5DlOh6&V
z*63+L!UpQjjg+0!WjYa@p>2Kx^c~m<1<eJO2HMQvOK?^(fpp5KyRhk6hl|b?7T6E%
z{BUppV9IZBQ;2ihM9RU5lzlT$J^+daL)d21og^qJ0^lOF2sO>HYn@Xb{59_h@AvT!
zE%TulEGFl#c)Y=~*1O$v5B|92pzuP#9MRgU2I?F!6Twe=e&}bk2;Rsw@5X6>kDep^
z{}2I113nGwVZ)eV+%Ro8YA_kjLLj`lW}6`*&IP{!@CydTY;M!h^yW=RhcDmxkS)CN
zp@?DQ6+3r40iMt>LmkXy2PAOKj=x2IwhbAOn{9hdd@ZnSlTe3|iz6>PaLAc(B$-4o
z$tO%nNpPzug#9Y^T1ZJYlak9WsyM)smB;E+kzypPhRodjQBPn3YXs`>njM;SD|4&q
zF8(gZUCukax5~E$xzUkE@KZ}rlxhKzJYcA?>V_Inndt#g8^H--@&O2((lEF%==6tf
zy6xHh&)#+YzMpKa-n4q=!&iUk#`WxxFCIAZ!FQ&<^09A!=wEN|t$*?EXO@0(_<L`D
zd<=YV|8=RKeT=|b3e}jF2CQXPP=EV2J_{L`1HdBUQjp4KToebpRO)W8f^DP8uTi|K
zUhu+I*>uinaG3m$>7fBND`7v12}j3>$xQWQ7DTZy!UQ@Ah9#Wa0!6r&xaH1?PZPvi
zy2QKfBx*bV&LaSbZ9Kpvby4H_72V|SDBQXzj&!Ly4WQbq-)I5Ktf{0`+T=(ftT@Qc
zSmAEq2B?p&sAEQa!TaZQ!~G`*Q2il(1wd;}+$io64@!o6^LRzRzG72;SN{Fd`|}^*
z?v(D#|2g*+^K0C{TI}T&JK9GoH&+bW3S8pYbjIl-Y?X3vi;FN<sTfK{hf-nG$2fCo
z)=(5XFx&}ahI>+EM_X%zpXQk{eu_WBv;6BSLsfVIRUHPm)u|{3cTe5L(-<A=28UiM
z%+N>*x-T!FL(stbE@)s`hY0+S9(Jx&HQTvFC232R6IFAYic5B~YPWQ#xYb%z|0wJn
zwIdP`WE1V43!$Vb9HyEKOuKiPO~R-n%*Lb_G^RcFC)Xbu`skGt_l<wEza!n|t8H3R
zmClsQBgVpV0#_`KKiRxz)#X=eJIbXvTbq3D&Z}?!^Pep|xZfibmR`H6Jq$q&tgU<4
zYevelWB<}O_r|(+T=u?`e>ZWN>;yYS-%`H;5m*kP9R67Ymi<YJDw7^B9cM{I>2O1q
zc7RMmJu@4ldMO{`03|TxV_?)db$&5Eri;#+Xbzc#urrpBO_>p=)$GvWhJZ|cx$rzk
zAyx;Pxj+_BXdnx47{~$)`UQV@o5<n<Ww}*3HC$k{!c^hQ>B9v>*<X&<vt79%QS)oj
zq3nj-4q@0o5+083%<j(Z6|eDM6WyD=Tb%Ik4^Kq*=kD?UMeYm2XZ>FYe>VF0>=$!i
z_kPv?t>CwFC%xYxckp8FZ0_w`RxNxW@qzRq*XLZHbI%pbn_akta}WtS)sUbAvJj52
zF@FZbW5p67*=#mB0s$0>H~{QQD1xUkGlr+|5zJza%KNV;TSd>Xhk4TTtmn5L)<Zo3
zJZthz-$@wLx0oB9)PsGMsDQmtUj%q`HskKe@wCeq_a#-7c9B)W8&h%04K9>T-7ok8
zPfT{@z#TYuQ50`PaBFx^BFcYvvJE4d9;21LNpA07YIAjk-14sbHs14}vHN?qv1E7k
zBdI<0@xy=pffZM>N8Wzlj<#STAzEvM^}TuMjUT^;6RH}FFP8A%5PJQcr%ukbBi&-m
zJW3!djUQ?HN@gjJG(~(;iZZ7uIf5Ia{Bp@R(&TF+O^!4I*ob;aM5tgMp)72KO1!io
z7FpS=fHGG`Ndk6`q14{g{uG-^n`IkIkku)Wa2JSt`){~XuyTo)ntNk#x+FPvuVuf5
zv5*tUCUU0~QA$*Tg?s!1MU)ZH2mri7f%;oTBH7F`4W~Fy{jEkX@Q?v*FA?8_Hl|I`
z7)|)F!K`KR?ktV~mZS3Gy|GkE?M;SLeTcVaCATVKgA9`+)I=M$jj${-6NzxQ32P>7
zDn_z6i==oY5>fG#I;}ED6^Vp6r=C`g>R9Hh7e)Z-GT!8wiOI&$`pJb+NtfknXqm}r
zlJIwgaC$nLe&J22%Xh($dWphs-~)GdZm7g#+dWQCq3p7+UbU24*P`%7d(0n6@z}#2
z`RPyB<Wn7M-I=SFHV&i+^A`6~dFtB3D}%tm5qQ~i{tWYT0xzwGN&{X}?G#?xHQ>$|
zOl_r@+Dfqy@N+2})Tg3C6a5H4NZV-KomMlK5~2oY&WP_c;+u`wm?&Y4vu5S?Fupd7
z!wJ=o$Nb}d#_zPE`uyl9;ekpdC)p^tW&?;2zVFn}PKiI$Dd`31Xp0Id&XDznokb&)
zZ8htsQJkBM_$K2Ajf^poHTQ+_p71SUCY*3uG2G!BnjfG=5Zc@PoP$a+DJNv9RC`;4
zV$SRNJowFyLK5faN9*D|9d*?h36rtpl|18g7By=vpSIRy_lRw0@<H*_aU*Z$(|l&E
zeY}0D-6XWnVpTgp(B+TqKX%N==M(=BdoKP${#C=Pu~*}-<*m+oel-85g?;%$_z-i5
zo$^53?5W_v!l9xa#(DFs#byff`Da>w7~_Jh*X;~?LrNx)zu$5{|DgJ**r(!FXU?9^
z_veS&ceme>xg&qC<Lj{_?Z0MU4canXYZyJjgmDCyXgJ>7G4w=n7W*|RD~FXQ0%3o|
zk43*q-W=>yp76rX7N;{Fvs(>9ie|<z{sAhMvaJZgOZ9(9QDhjv;r5o`#WFu}V(bK0
zq~C(48SB=p<1kCXxG*iS!YuC4l$2j7MmWsnXHs}9HJ+MEv1+QEVp5M`6}4gYp-s)s
z0i&s@aI^?su;-(Abfi`yeC4t8m=x*sMQ=h7RBEq1vuv0(;YxWTr^W47x7}`S4!R!E
zM_rFjUNY{Q6dR%Ei>k$5K{-A2d@!AfsG?*tN2F*Fn=)JwL7-z~P8)-`iP%B*f-$^r
zo8J=OlHN`mMn~`@9a_CZQ)ciCGsDhUAFxk*rv1}_>EQh>pNq{DY!J=~e3`&UOS6_@
zrTEA455^zN8%JRhJ55TfO3jj1YFOiI3`qgqA=gjs_<XHMs`4~hYBn+KtUFX#K~RH0
zjb=(MuDdnI^vnifYFxFv?9$KW)Xyb2$t9fR63$v)b;2>{G(jNEgc>W_$#v{-f^(YF
zPOf7oZAg+On*Ml*-ladRkJ*Ev<PA#Z^ZG7?BZtVcQhRgIR6MnO7&$W?P2PUxx@~G?
z_a}e+#I0Lyj(U9dXf*i6Yu0YRdg&L1!h;{|7;KkBr;R<b^vtK;-(ToTXNv2u{nEbs
z!@M7_|M({^udTgmy1TZ0;`2ViA;bKl=l_N2F+7C=c(Lh09MYTwhlQvK-D;x>7@Nn1
zjV@YrQ9|ZwdP}*Qc6ArL3#uD(S-HI6bsNBS7-18kWQ(Uyl@{h3H0-73D7=gKN%86a
zgLLg#Rt|vGld@CIf&%;;HBXFNu~i6Q&y8-p(T(ZlGy;m`+SULzQsKZzl_^F_1&uCU
zePp6{O6i}gY2kCZLcwLq6gm!|zIb|cbWS`a&W|>I8pvl2oJ4kV1HHD|ZoHde>Y@9k
z`;{j>PkLvSUn}OB5I*R~L$)FNZrg7A?_{G%_Q)xj^?GE*&th1)1BWr|DL3wxEi()@
z*{X2U-e)~8Qy%L&ci<<;3U<G|N{DB%6gnDWLI`7n!5DWByYQ3?!(<XiU30F}u2)<p
z*I4jd2b-cnBjDO7ofrrrfTQ~28QqdccAde5d?L!7=@D4zd<N7fsofKkC{NYdZqg^V
zlVa5l8tJ?Lx#!x`(N$6^Hq}?$k^Rfg4-|YE!&6Itzi#nwMpk9g*Ie7a`&#CPsQ1PV
z$?NFkwCB&Ti|nUSf+;tk%A2A(M6SV>Th(;KBGBN6)Nn(>Jfr($sD9ee@1)iTXA|6<
zO<9x_-lT3r&UjPwbjS&lRdvXwP~KrRgJ=FDAbN5<D!r5g?{S@lKihQ8(4%X<lv~b6
zZ8z&f7FdqAs#e(%Px#1L^;23KJTb4^z^GMB^;3(OpR!nfp6XSc9G6rn<f$gzDv)%7
z6%U#?n_fatps?q3rjpC`{$wRmeIu;qsDlLoLdu8{evpnwsp1q!6>19T!_kzXV(pA{
zs~aL4RHL7B4T0nt9SSE>F)oFB&0(%jwI)K`EMBX*c$7#Gk_6A=;H|vX8l}Uf9Ox*<
z0v^XR_*rbg)J4vz_~TCJuxr}IOp(=57pu=;qJtd)y5x8FU&^OJ{J+L*etPh28iEY&
z`~s&2E+B!RAO!_~5Q$Pi3<VKY)X_OfMsrO=oIWn935SGlGgqSx=#;>|%U&x)y^)k-
z={JSj?p`}Mkq>rmz`Y~&+@EZ!?PNc_`12V$8tS`Kt4BUQh41fe3*f}!gHyvD1C05y
zP9^~sI|8E%1V&ZnDIG>nSS-lzG|^cOB$8B;81^3@Lf}NPaQ1AyL?}Y(qE4+<<}Crv
zVrhwz<E(C~{B^rb5|#fXr-`98q<^clpu%}h<u3kpSL4!4r$jocPO~^S^E>2S3aik-
zXw?>=LRWjLZpH17Sz7q0q&nlWs;K^MOO5Y#*5s<v?eFI{TKf34@>*r1|3>Z$-2ImS
z<bNPA)A9}Ub?z&cFDYO0e?9OW?h(rg{)GIf@|geez+B7E<+u2^<hT8W84GTqK4xPT
zn&(>eJe<+<_3QOKmD2NAOwT2W=9;DiD?-cN2xj;hH{PxOneiU!P>ZFTtMC=M7I@k;
z7k%DuzK=gBA5hp%=LVT^$?mWV1=KKd@=}=ef_t^R#jmKcqLeMX+hXAZet+D;krHP%
z84U)Guw*VLVVjW2uUO?-Ovux29*caOpW#pNKjV%3K1%?ASkz3V!`w;kr=<7pvnaRv
zAuxi9EaZL#XT{QRLZ?0iZB@t~wN;U2j)+UM_{kGu3!ZAx-v(&~`3b>Qi2`C(#9R(y
z+XBAuFUqef1m@*8{R@y!%KEg1I;;bBJ)pBw2aFBph<|Ug1u#C3f-|W8qoAL|;J*C`
zuX^oug1mnHD9J5xE4byoLbwzj+>&`$jZ+DmLQ=!~0qdiSAS50z5-t~2#n9l&CL#gh
z7={5KDG475rZS$NKj-7DEft)rxMRVk$1_VOz3GV5#(p}HRAc2O6JzfRIV^%TkuXT%
zb?^L!HFlIl3kS0C`7_4jq_^bRQ;pt|jD{r#lLsZA16h(XXGkX^Ccy+?Uayx*zM8mr
zn*8RL^_i0>NvLNZ^^Ocuk%F#es#f6iwVbpVP@10n&OFYeTN5~8y)})~R{iYxd?6Yw
z78-hKxK@3%4z8f|V!AsHeXD_ooHPtbuwM11h=3_2QfhH`@kYyd@wLQj>E9=QpSD4R
zW3DP~_e>yCi582QJslxMi3DO|(ZDA|$$YYw-0J(9?`!hclAJZs8ShLDp#eN--pH+w
zuS*T42Q&AXr^G4gFB12q@5@XT9}qtcjT4WHCle>rPZpm^Jd=JQ@k07^F@lT+v&m!d
zSrX=yC2h)7eQU%u(y;Lg^EUa4%t7lR@jm&WaxivZ;=bfm(RaXdukS#TwOdB;?c(i{
zf%FOTH4_OQn@O(_eNtFdW6`jRGWjqPct==>DB&;>>+gLS90zC5@6$9n5mz}gXEDb!
zX?G@*CeV;bl{t%><1B<bQ9N-z;pX{7EFLe*id&YIOfserVV(3po_vSL@mbP|!uagN
z5iCfsB_apmO$ZefMIykfh=EFs@}vprr1InV{V0Jr{8ddzYvg9*@w8QaN4SnBGSx%J
z=g@VT7>t_nXo1qOf)6YB3FTSkWrFoS884CU9e7j~5?CZ3y)jxO@i-Py5_w1uw`qK7
zcM@yKDTsHD&mOnzOO?3CNH^yQJH@Lgji=J*ApSj}{p8T}VKY^z4rlNbM8Fp_YDUW(
z&CF#^XUv(g!Ue8r0W8Xje_`<q5qc&XeVbJINd?(0pYan`3Q}`&6~FEo1uRxGD2ZNP
z(B&+cMat2PYRfgz0k^y+_wKW>EMJ>Nu7{(uzJeV~H)G{6jd=S=QgqwuAeg{_B^Tg{
zP|de2b3=CSn6H+A%tN;x^3*OED|F0Z(h&!Y<w)shqlriw+c?JRc*KsU2pOLLenn1s
zd+_lMVK;aBDR-)dquVn}Kh6Bp((e*WFNV5$2tF}{gOU8=zu<2l=<zw&M1u8+F}G*&
z4g7Y8>Vg?Q?Ki&jI<s-{QI^@*ZU>$*fDrpDf?>MYHyS*nEy>H3q@jSwsY(RT951*;
zrVCsgQ6Vhph^ABmEHg(}x=jH{=>g|j9v`wFavYKlBo9=cvp(m0G4*1*MJOiugf(uP
z<ZrdU+GY-R7loZ2hGN}V7wb}2vYxJ0%H12SL*kIMF1#^0kls|$y0<CY62slMn)h4x
zi~FVh-u=GMm}kTp>1*=i$*{vHh=L^KBVt5~<THH6SL)`)?yZ)c9mCyCU&J`M?>oD2
z7d*&qC0r^dD>83DMR<mAF%+s5i`}&*LMxT(bvkJhV6-`X4bSwYB<Y(zuQyexRC%k-
z)-FRRXeC*xR@$ox=OJ%N!cvv6rCwWTpE4ZA;ZkC6Y=4Z29g5+Yk|-8y?S(fonN<5Q
zdE5J{xN0<-6N=d!uO{5pYQpACrONF#cYC{ye0kYo^R=fEinXhhlzG-xF;|5k4o1kA
zC>7x|5CSeqK$VMz0xlH7;Sg^lEaoG7z1Uk!%wosGs)7~3t2VK!DMyu8lyiy!Du5a*
zk24*p9hvd<$Ew8?!3PhccHI6r^AxI~Zf5Y|=qWl3Y!qhDS<H>*CK~exgJjdBwlH8{
zr2OV6Fj7>oX#|mj3EXH$g94VFwS6V|taz<mc{o&U8*f#wNZPz29ij2Xm~&<|6VrzY
z6H@V3wlvHPlQA>Rk|mN<ij<^Ol0thbYnG%?S&B#^*+R?L;#H|$>vzsk)aZM^@4K$X
z<-VTtoO}7*_wRn5bN-lX9`5YsZuQ<IZG|5F^Qy1T_<wd<jhA@rPkyn@;!Oi(sY-(h
zMYu@aYGY6RLt;Jip{#m&?`##Vh{BNC)gM9+hsK5|AJ}9Hq&RP1-E?_!NuE*`d!qP$
zr=&J&!$V>P`_cH*f(^^8PcWy6vL%=u&gOHrwJr^@-4=T1O7z}cnb`;DZ+4#eWKW7B
zbD?ae=9DyPDAV|PErIE!KH<|b>-F0hG4_%=#;S8n-A<Cqq}IuoS|1TG3AAa_1uuwk
zXX|bSY<!iTe^{IO?0V}K=8EU39O52b`&8wbx#=pGSHwt;Iy^5N7)Z06<enaubn47P
zhRV67R`+|Cr)kCSxWaV9kN*SnCv|*~?yM-Mf`WK*rtT&ypX;*MHwZ4|+QYl1McCwj
zb_m{CR8!R++EJNX_^L2S&&<{=@#&)Mr=sGlt@gW5>g96Y``BdoWv6%NG`4++s;ugY
z>6krhzedxk#;QVz1mj;~nCjW0d*uAv?Qdg6XLAiB-&wag?zUEPta`0bqFbFbY1yv1
z>iXH$9*um5Bc<4m%9zvZX{09%CuLjJ?2eVCSjaD{johL8QhT$StA!}PQT0Nm`-Z^v
z^Aa#(?c2(E5rgM)coq9FD_i@!4u}Ue-_K%HMJlUZ6*_HToYeVzRH^;K?1C*cy2tgq
zCF=|=F=s_vZ7Sc|J3p(;S$gz!(frDd8wx%sR4DgHmG|{ORuGi7+-fRoIsf!sp`OTU
z5C~cMmr3vSPRU@^b1kd021D!!)f2jL6<!%8XO8DhcoTdh^;R>6`bT$Pg;TTLybcMq
zy#7UcNA#r@kJen1vN=UOQJO+zVp997vZgc3)10l(eF@q+IcMihZLPw4i4#3v84tOf
z==^L}I@C0`E`5Jk=!{cOB@>jqkE~MfdGOA}sPlEeqAQteZ;Tgs5=BiNtw*c(5F&;9
z%wxCR-gU9Q_1RHZ&tnl>rR4(kPJwNI@8uo63pd@FwQZib>rRBj`lp$EaH4g3f-!T?
zW#y0x2YrS+UGHe_Va>`#HR;Qode_}O0RLQ$^l)+(al!fpU2cJnyB8;2Nw_Im9P6B4
zyK5+#xdgjr39GL2T=HOLVzb2Eo!<Cv&YGxupo&!l6z}~|r#OQ$>t#=?&|44V6|GFz
zrQWx<U1OJ1Siqg|w>Mngrp_<+4hP?`CMqNr>$!4r%>5fg&LHI^KFTREZqD!F)!Ajc
zmwJ~J-+^>I4I6EPC)`+eGk<5n1f5uQtw(CV#iU$}lnmAG_Ks|xd3(M6@3qdGQtx}4
zREDQ2gaai`VeuU0ONXGT_0RuoXj{CCr9(damV7YB<)*nh;rgG(8H&{CP^Z(KPOitb
z_y3`p-Jb52vA@wNzp&#X{JS%ks@7z#Q4LeS{kqQ}VTbFd=OwN2VAf(r!&b@1z5WVZ
z%t@WstVh@H-l=zAm_NUsf}?PcZDh~xNiNe=t<i7xJH9m4Y3gCG3ih)3>)xaQ-dE>*
z-hQPw#I!9{y+)u<4=HjZ>|JuoIJn4(P^zUr*t;Wq_GITE>zvs<^GwN+APp;*aT`4n
zR;lc(aZ0T>NbNGI+KU}{^DnKnH>1gE-reJa8lvKZlI9rL6h>q?>DAR0#`?eTO1mCt
z+IGHjNFk&JfTouuJz$nx{YR8lsj%d+Mx78i-nG<i(T$zU!&+_UrCKW2G~(1fzVvCR
zhSgntoDm;I(Z(%4sdBJtzotS%+*C#l_Bh+l2a5@c;hKg98G6{HL@E;BEl|2xwbA@!
zA86LqGD}nSF8r;Se<s|15L^<~v^<R%DGV^q<9O-Bb`&kVHzC{j$;-VxW<?tg4&fj0
zzFZA3+DjF<lTGxyyVkbLmMHi~Hl6U}uKDD5IrlFu?qk`pM;kMq7aTnl=610q<VyD$
z+f7vwN1C)R-HUtNoGz=ncChT7!P?35r*B$zSytRpr%@PHnJBz5`Cd}M4yBN&Qo{ag
zE3)uY2~K1ScGs#_mqd>%#lmR6PAd!N(xe%N+}T)xwCHkf0}w#HBe<p3Z5P_Iq>^s9
zIJC9pnPEgyVX;9^^s%tW<Y{WvtJ-gkKbv!5zM84QytaXPW_4R7!9~I>>ZKKhvFqoQ
zZN8GrV^7}V#^aEjqNZ+dsB!R~wg{8`bTf(3<D5aP5?EFN3l^W+&od~T@x{Db<8(s}
z;q>F>XYw_#_0s>9bJr{S&;~_T*o@9}@?VTKkuKH0o#kd^*M&6|Pd1#raOe36E+-Se
zfTx%(1nIOByS>Vb16y+^oqn3v-(F-<KvJYH1|QX`zZcS)h=s2vnY5hV|M<(^JAUVf
zZpviM8($Qx7iN21mGsz6`7^6=N<cIBbFc3E^GkXKH@tXs7Y#QiUH5KJN4dtLYb{?W
z-Tbz^IZ${)`<l-3*8;r-8r3ZkHfm38;`X-&tovOp8KMx}S!>g*loKgh;GQ!t?j=6c
zoO{&JvqEjKqCYNmZDao=<pH(3ABwt4w%p#5P*9m@9P%viesKPaxmDQafZVn8{Ge6D
z^dL+335iNtDg$`@jJLeMR`y$!`K-222{|C?+|(V+33)AQ-1EtOP4hd=w|Q4SJ&V|L
z$o;}l_UH6R6NeHFDbbxhk8Cc+)hP|&4y(aGOz@MxL3cw(qlM3~_nT&HKQuLG>!cN~
zLyZf3?`gBMv~_pKJna1BADsS7<z#d-urKDkbWwaovd3>(*;zVM%l{d2G1{^&*ynL-
z%hj}yhc{a}7R7PyX#o{=zKwo+-#nFdzRY*+E-AiSZ86lR(O1|**f8Z%nR#<nZq<pU
z_H~Odm1U17tsghAN$R`vKx_vFP-T|xaqWl-jE=Kz!>^8B@W$=_+J|3mGnXgLUY@K}
zo}^iR@a@6_4XPWL`GOw|FC<N`4Jd;yTG!0$q-V}ewRl~vkg3{}Z09{rIjQ2ojCq!E
z$p#O&nUj5&H9pv!IWg*Fg11`U%!0;?!Pi=T`v}rjybo`k-^ye6t1KvU%L|yEuq1@J
zbGoF|vG^9(W5&4l(`6s+GEW^nB22>S&cW&K7>w<RXAZ{MDyMZMe>^DNmtw+<XRc=E
z?Mj)is~jz*=+=CCnXlKb5^epETx<XSNL!q~&zEr#G4B=X7d`d~XOv^v?g}y8Q(n05
z97u7SrYq*}?QmeXT=28$&~z83*j3ExQ}a$9pAZt>@w&9&(}AFEwJHbRFOPZCp|$16
zlfO(;4B;yWWo8Orhli!UQxPfggkBcjDh*wW8kI8jK6_yT#yyFVaGPz0KF<v3D%{B^
z_c^vFDD3Q@{Y*`pK80IGD)UX>*9%U)@H?L5cLq0r|L9g~KiGfZW8*c$t*#8s4f-}2
zxB+{EC*}{wo}E5=bU1)><VpD)eOCg74F6MHK@h|v!Uz!%A^=1<AcBR6&4}P3LVyS_
zL`V>U>T!{g7!g85_>SCQj$De6(WuJL{GqN;3p55Bu|PwPDx-5U<OYh0kBm?=#)x}4
zi&40!-pUa@6e$WEwLo2Qkh_w9pr^b`0T&{2Ogn&E=j04PaBV<<Od-KiAmj7h6mctA
zV&ourGNPnNrz7=74rWKLhYx7~k5xvItU_Xqrh?*>B6BDl6j;E>rCb)4Bep1F6gw7~
z`+LIBxb}!1$_6UXGN8Pm!BIeHG!(`tpyARWwy2l?$T*4s^^970A{L_=p(At-_42>6
zW{!A4{dprJxsDu70d;DDsEq23mTowOpRr3Nz_e2E&?vbULK)009{9#G31t~)$rDSY
z0J4zazOZF|8-GVX5kJB|&M`p5!P#-7EH+EZQp7pPJfz6XIy+mOEl1!b^#&jUkw~XY
zq+$-sSJ7mtzli1O!;u0W950^06w{Sohyi$PQ_NbD9cU-A;CS<_1H~MNz!i?3fj*v8
zHfAXuwqn73$HDruL|875FXf0O07v3!y3k^^t>r>Q!Jp>uEAoY50RFywfrRF7ia||i
z@EDoKVE|M`>SKyoXSWiN3Wa<h9-O@q)d<2u1Vex;X8Cgbgkm26G9qJOmtr=Twwhu2
z)ggRkit(08MKm1F&(F`uk6<Jed*L7|m5KxLI6NK;YhWb-0x8QME0E~G@lYVVbt7g1
zi4ls)$W!Qx<E_KNRN%e^V!-K$c_JxKC;*VaEDxbfYKoD`cx)O-q8L-zAPLJRaXqjQ
z#9?D$_CYM@K_s!+98VI#nENf9=sTD{#Dj0Z0SRy&;1O-5Sjd)na>S+>tChBZmA6nL
z9gYuBjX*L6_ci@rg$m~8=T(3S{aOYSSchgOWb?QI43?Bb$Ab_73lgy)$q|BRL@Esr
z8GsNC1Wj;qnlSmWsRi6#QqKQk`km%?rb4kJ+!FLZ1U>?xpTJBc;`2ON2pz-mP@}Ip
zCOCwl?`rd_tHl!8+5LUJe0`CIM)YV5p{L9j-lUm~|EFDkHN$Mr5x^pun2)XvwkM9m
z=OEZ5Fv$>%nC(g93dO!GxU*TK6~@6GiJ_aoH>JoEn~ttLGrn|qz~><=iN<FMyi76v
zST={tlJTV&m?>17J<JB5M;{)bcDPYrKj8|Uf>$<78*XIZpeq8u==19wjc%6kbJrB(
zhirxL=<8Pc^;!JgUi@uU>;G&~!_Ne?iQ$$;R*61?hAc6V2$CR(NJUo{1_Uv%8oUbs
zR)bFe8romX;VOavQ4!gWhCcwAL?Vy?E-*X?kx9nzlLYwyg5fy`Z%m~Uew+g#GLb|b
zog)DR;}Hi0IKv+uP(U&yKS!p3W1PaV!5{SyKM?$!``#Z25(s#CJ%~&u8_VgDNXAt8
zIVzD%921vJA&m7$A<N|fCk^lHaxq{mM7i8R2qF>X<HCFXSbSt69)2_XAvY3{49Ul!
z;3-u2weLqg5}qty7h@7-3_gfF))pcgkBJMB@kDtna319ENJarbBxB;3IWm<bj|GlF
z9a9%F6)#_VxcT5#lgkaJQoepLLuC0H7?VLzzE)Hs+^zEd2qcocEr|%XwY(k-MLsTx
zM3UzX!oy|$t~aD&7LU&nE1H-9I0s%J2Y?$4w^}Ha0&oG4cQU4cD}-O$kXLdXlL5Gx
zfFy=FXkkIHG$WJD2oz)TGAhx6$bblD<`kG$BK^N>xFN515-Ce8MHe-Mr$P`}QBQA~
Iy`|#60U^3o>Hq)$

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-reg.xml
new file mode 100644
index 00000000..24afb34d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-reg.xml
@@ -0,0 +1,394 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-031-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='8'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='330' subinstr-id='14'/>
+         <instruction instr-id='330' subinstr-id='16'/>
+         <instruction instr-id='330' subinstr-id='18'/>
+         <instruction instr-id='330' subinstr-id='20'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='334' subinstr-id='8'/>
+         <instruction instr-id='334' subinstr-id='10'/>
+         <instruction instr-id='334' subinstr-id='12'/>
+         <instruction instr-id='334' subinstr-id='14'/>
+         <instruction instr-id='334' subinstr-id='16'/>
+         <instruction instr-id='334' subinstr-id='20'/>
+         <instruction instr-id='334' subinstr-id='22'/>
+         <instruction instr-id='334' subinstr-id='24'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='4'/>
+         <instruction instr-id='337' subinstr-id='6'/>
+         <instruction instr-id='337' subinstr-id='8'/>
+         <instruction instr-id='337' subinstr-id='10'/>
+         <instruction instr-id='337' subinstr-id='12'/>
+         <instruction instr-id='337' subinstr-id='14'/>
+         <instruction instr-id='337' subinstr-id='16'/>
+         <instruction instr-id='356'/>
+         <instruction instr-id='356' subinstr-id='2'/>
+         <instruction instr-id='356' subinstr-id='4'/>
+         <instruction instr-id='356' subinstr-id='6'/>
+         <instruction instr-id='356' subinstr-id='8'/>
+         <instruction instr-id='356' subinstr-id='12'/>
+         <instruction instr-id='356' subinstr-id='14'/>
+         <instruction instr-id='356' subinstr-id='16'/>
+         <instruction instr-id='356' subinstr-id='18'/>
+         <instruction instr-id='356' subinstr-id='20'/>
+         <instruction instr-id='356' subinstr-id='22'/>
+         <instruction instr-id='356' subinstr-id='24'/>
+         <instruction instr-id='356' subinstr-id='26'/>
+         <instruction instr-id='356' subinstr-id='28'/>
+         <instruction instr-id='356' subinstr-id='30'/>
+         <instruction instr-id='359'/>
+         <instruction instr-id='359' subinstr-id='2'/>
+         <instruction instr-id='359' subinstr-id='4'/>
+         <instruction instr-id='359' subinstr-id='6'/>
+         <instruction instr-id='359' subinstr-id='8'/>
+         <instruction instr-id='359' subinstr-id='10'/>
+         <instruction instr-id='359' subinstr-id='12'/>
+         <instruction instr-id='359' subinstr-id='14'/>
+         <instruction instr-id='359' subinstr-id='16'/>
+         <instruction instr-id='359' subinstr-id='18'/>
+         <instruction instr-id='359' subinstr-id='20'/>
+         <instruction instr-id='359' subinstr-id='22'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='378' subinstr-id='6'/>
+         <instruction instr-id='378' subinstr-id='10'/>
+         <instruction instr-id='378' subinstr-id='12'/>
+         <instruction instr-id='378' subinstr-id='14'/>
+         <instruction instr-id='378' subinstr-id='16'/>
+         <instruction instr-id='378' subinstr-id='20'/>
+         <instruction instr-id='378' subinstr-id='22'/>
+         <instruction instr-id='378' subinstr-id='24'/>
+         <instruction instr-id='378' subinstr-id='26'/>
+         <instruction instr-id='378' subinstr-id='28'/>
+         <instruction instr-id='378' subinstr-id='30'/>
+         <instruction instr-id='378' subinstr-id='32'/>
+         <instruction instr-id='378' subinstr-id='34'/>
+         <instruction instr-id='378' subinstr-id='36'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='396' subinstr-id='2'/>
+         <instruction instr-id='396' subinstr-id='4'/>
+         <instruction instr-id='396' subinstr-id='6'/>
+         <instruction instr-id='396' subinstr-id='8'/>
+         <instruction instr-id='396' subinstr-id='10'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='399' subinstr-id='2'/>
+         <instruction instr-id='399' subinstr-id='4'/>
+         <instruction instr-id='399' subinstr-id='6'/>
+         <instruction instr-id='399' subinstr-id='8'/>
+         <instruction instr-id='399' subinstr-id='10'/>
+         <instruction instr-id='399' subinstr-id='12'/>
+         <instruction instr-id='399' subinstr-id='14'/>
+         <instruction instr-id='402'/>
+         <instruction instr-id='402' subinstr-id='2'/>
+         <instruction instr-id='402' subinstr-id='4'/>
+         <instruction instr-id='402' subinstr-id='6'/>
+         <instruction instr-id='402' subinstr-id='8'/>
+         <instruction instr-id='402' subinstr-id='10'/>
+         <instruction instr-id='402' subinstr-id='12'/>
+         <instruction instr-id='402' subinstr-id='14'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='405' subinstr-id='2'/>
+         <instruction instr-id='405' subinstr-id='4'/>
+         <instruction instr-id='405' subinstr-id='6'/>
+         <instruction instr-id='405' subinstr-id='8'/>
+         <instruction instr-id='405' subinstr-id='10'/>
+         <instruction instr-id='405' subinstr-id='12'/>
+         <instruction instr-id='405' subinstr-id='14'/>
+         <instruction instr-id='409'/>
+         <instruction instr-id='409' subinstr-id='2'/>
+         <instruction instr-id='409' subinstr-id='4'/>
+         <instruction instr-id='409' subinstr-id='6'/>
+         <instruction instr-id='409' subinstr-id='10'/>
+         <instruction instr-id='409' subinstr-id='12'/>
+         <instruction instr-id='409' subinstr-id='14'/>
+         <instruction instr-id='409' subinstr-id='16'/>
+         <instruction instr-id='412'/>
+         <instruction instr-id='412' subinstr-id='2'/>
+         <instruction instr-id='412' subinstr-id='4'/>
+         <instruction instr-id='412' subinstr-id='6'/>
+         <instruction instr-id='412' subinstr-id='8'/>
+         <instruction instr-id='412' subinstr-id='10'/>
+         <instruction instr-id='412' subinstr-id='12'/>
+         <instruction instr-id='412' subinstr-id='14'/>
+         <instruction instr-id='412' subinstr-id='16'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='415' subinstr-id='2'/>
+         <instruction instr-id='415' subinstr-id='4'/>
+         <instruction instr-id='415' subinstr-id='6'/>
+         <instruction instr-id='415' subinstr-id='8'/>
+         <instruction instr-id='415' subinstr-id='10'/>
+         <instruction instr-id='418'/>
+         <instruction instr-id='418' subinstr-id='2'/>
+         <instruction instr-id='418' subinstr-id='4'/>
+         <instruction instr-id='418' subinstr-id='6'/>
+         <instruction instr-id='418' subinstr-id='8'/>
+         <instruction instr-id='418' subinstr-id='10'/>
+         <instruction instr-id='418' subinstr-id='12'/>
+         <instruction instr-id='418' subinstr-id='14'/>
+         <instruction instr-id='418' subinstr-id='16'/>
+         <instruction instr-id='421'/>
+         <instruction instr-id='421' subinstr-id='2'/>
+         <instruction instr-id='421' subinstr-id='4'/>
+         <instruction instr-id='421' subinstr-id='6'/>
+         <instruction instr-id='421' subinstr-id='8'/>
+         <instruction instr-id='421' subinstr-id='10'/>
+         <instruction instr-id='421' subinstr-id='12'/>
+         <instruction instr-id='421' subinstr-id='14'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='424' subinstr-id='2'/>
+         <instruction instr-id='424' subinstr-id='4'/>
+         <instruction instr-id='424' subinstr-id='6'/>
+         <instruction instr-id='424' subinstr-id='8'/>
+         <instruction instr-id='424' subinstr-id='10'/>
+         <instruction instr-id='424' subinstr-id='12'/>
+         <instruction instr-id='424' subinstr-id='14'/>
+         <instruction instr-id='424' subinstr-id='16'/>
+         <instruction instr-id='427'/>
+         <instruction instr-id='427' subinstr-id='2'/>
+         <instruction instr-id='427' subinstr-id='4'/>
+         <instruction instr-id='427' subinstr-id='6'/>
+         <instruction instr-id='427' subinstr-id='10'/>
+         <instruction instr-id='427' subinstr-id='12'/>
+         <instruction instr-id='427' subinstr-id='14'/>
+         <instruction instr-id='427' subinstr-id='16'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='433'/>
+         <instruction instr-id='433' subinstr-id='2'/>
+         <instruction instr-id='433' subinstr-id='4'/>
+         <instruction instr-id='433' subinstr-id='6'/>
+         <instruction instr-id='433' subinstr-id='8'/>
+         <instruction instr-id='433' subinstr-id='10'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='436' subinstr-id='2'/>
+         <instruction instr-id='436' subinstr-id='4'/>
+         <instruction instr-id='436' subinstr-id='6'/>
+         <instruction instr-id='436' subinstr-id='8'/>
+         <instruction instr-id='436' subinstr-id='10'/>
+         <instruction instr-id='436' subinstr-id='12'/>
+         <instruction instr-id='436' subinstr-id='14'/>
+         <instruction instr-id='436' subinstr-id='16'/>
+         <instruction instr-id='436' subinstr-id='18'/>
+         <instruction instr-id='436' subinstr-id='20'/>
+         <instruction instr-id='436' subinstr-id='22'/>
+         <instruction instr-id='439'/>
+         <instruction instr-id='439' subinstr-id='2'/>
+         <instruction instr-id='439' subinstr-id='4'/>
+         <instruction instr-id='439' subinstr-id='6'/>
+         <instruction instr-id='439' subinstr-id='8'/>
+         <instruction instr-id='439' subinstr-id='10'/>
+         <instruction instr-id='439' subinstr-id='12'/>
+         <instruction instr-id='439' subinstr-id='14'/>
+         <instruction instr-id='442'/>
+         <instruction instr-id='442' subinstr-id='2'/>
+         <instruction instr-id='442' subinstr-id='4'/>
+         <instruction instr-id='442' subinstr-id='6'/>
+         <instruction instr-id='442' subinstr-id='8'/>
+         <instruction instr-id='442' subinstr-id='10'/>
+         <instruction instr-id='442' subinstr-id='12'/>
+         <instruction instr-id='442' subinstr-id='14'/>
+         <instruction instr-id='442' subinstr-id='16'/>
+         <instruction instr-id='442' subinstr-id='18'/>
+         <instruction instr-id='442' subinstr-id='20'/>
+         <instruction instr-id='442' subinstr-id='22'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='445' subinstr-id='2'/>
+         <instruction instr-id='445' subinstr-id='4'/>
+         <instruction instr-id='445' subinstr-id='6'/>
+         <instruction instr-id='445' subinstr-id='10'/>
+         <instruction instr-id='445' subinstr-id='12'/>
+         <instruction instr-id='445' subinstr-id='14'/>
+         <instruction instr-id='445' subinstr-id='16'/>
+         <instruction instr-id='448'/>
+         <instruction instr-id='448' subinstr-id='2'/>
+         <instruction instr-id='448' subinstr-id='4'/>
+         <instruction instr-id='448' subinstr-id='6'/>
+         <instruction instr-id='448' subinstr-id='8'/>
+         <instruction instr-id='448' subinstr-id='10'/>
+         <instruction instr-id='448' subinstr-id='12'/>
+         <instruction instr-id='448' subinstr-id='14'/>
+         <instruction instr-id='448' subinstr-id='16'/>
+         <instruction instr-id='448' subinstr-id='18'/>
+         <instruction instr-id='448' subinstr-id='20'/>
+         <instruction instr-id='448' subinstr-id='22'/>
+         <instruction instr-id='452'/>
+         <instruction instr-id='452' subinstr-id='2'/>
+         <instruction instr-id='452' subinstr-id='4'/>
+         <instruction instr-id='452' subinstr-id='6'/>
+         <instruction instr-id='452' subinstr-id='8'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='455' subinstr-id='4'/>
+         <instruction instr-id='455' subinstr-id='6'/>
+         <instruction instr-id='455' subinstr-id='8'/>
+         <instruction instr-id='455' subinstr-id='10'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='474' subinstr-id='2'/>
+         <instruction instr-id='474' subinstr-id='4'/>
+         <instruction instr-id='474' subinstr-id='8'/>
+         <instruction instr-id='474' subinstr-id='10'/>
+         <instruction instr-id='474' subinstr-id='12'/>
+         <instruction instr-id='474' subinstr-id='14'/>
+         <instruction instr-id='474' subinstr-id='16'/>
+         <instruction instr-id='474' subinstr-id='20'/>
+         <instruction instr-id='474' subinstr-id='22'/>
+         <instruction instr-id='474' subinstr-id='24'/>
+         <instruction instr-id='474' subinstr-id='26'/>
+         <instruction instr-id='474' subinstr-id='30'/>
+         <instruction instr-id='474' subinstr-id='32'/>
+         <instruction instr-id='474' subinstr-id='34'/>
+         <instruction instr-id='474' subinstr-id='36'/>
+         <instruction instr-id='474' subinstr-id='38'/>
+         <instruction instr-id='474' subinstr-id='40'/>
+         <instruction instr-id='474' subinstr-id='42'/>
+         <instruction instr-id='474' subinstr-id='46'/>
+         <instruction instr-id='474' subinstr-id='48'/>
+         <instruction instr-id='474' subinstr-id='50'/>
+         <instruction instr-id='474' subinstr-id='52'/>
+         <instruction instr-id='474' subinstr-id='54'/>
+         <instruction instr-id='474' subinstr-id='56'/>
+         <instruction instr-id='474' subinstr-id='58'/>
+         <instruction instr-id='474' subinstr-id='60'/>
+         <instruction instr-id='474' subinstr-id='62'/>
+         <instruction instr-id='493'/>
+         <instruction instr-id='493' subinstr-id='2'/>
+         <instruction instr-id='493' subinstr-id='4'/>
+         <instruction instr-id='493' subinstr-id='6'/>
+         <instruction instr-id='493' subinstr-id='8'/>
+         <instruction instr-id='493' subinstr-id='10'/>
+         <instruction instr-id='493' subinstr-id='12'/>
+         <instruction instr-id='493' subinstr-id='14'/>
+         <instruction instr-id='493' subinstr-id='16'/>
+         <instruction instr-id='493' subinstr-id='20'/>
+         <instruction instr-id='493' subinstr-id='22'/>
+         <instruction instr-id='493' subinstr-id='26'/>
+         <instruction instr-id='493' subinstr-id='28'/>
+         <instruction instr-id='493' subinstr-id='30'/>
+         <instruction instr-id='493' subinstr-id='32'/>
+         <instruction instr-id='493' subinstr-id='34'/>
+         <instruction instr-id='493' subinstr-id='36'/>
+         <instruction instr-id='493' subinstr-id='38'/>
+         <instruction instr-id='493' subinstr-id='40'/>
+         <instruction instr-id='493' subinstr-id='42'/>
+         <instruction instr-id='493' subinstr-id='44'/>
+         <instruction instr-id='493' subinstr-id='46'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='495' subinstr-id='2'/>
+         <instruction instr-id='495' subinstr-id='4'/>
+         <instruction instr-id='495' subinstr-id='6'/>
+         <instruction instr-id='495' subinstr-id='8'/>
+         <instruction instr-id='495' subinstr-id='10'/>
+         <instruction instr-id='495' subinstr-id='12'/>
+         <instruction instr-id='495' subinstr-id='14'/>
+         <instruction instr-id='495' subinstr-id='16'/>
+         <instruction instr-id='495' subinstr-id='18'/>
+         <instruction instr-id='495' subinstr-id='22'/>
+         <instruction instr-id='495' subinstr-id='24'/>
+         <instruction instr-id='495' subinstr-id='28'/>
+         <instruction instr-id='495' subinstr-id='30'/>
+         <instruction instr-id='495' subinstr-id='32'/>
+         <instruction instr-id='495' subinstr-id='34'/>
+         <instruction instr-id='495' subinstr-id='36'/>
+         <instruction instr-id='495' subinstr-id='38'/>
+         <instruction instr-id='495' subinstr-id='40'/>
+         <instruction instr-id='495' subinstr-id='44'/>
+         <instruction instr-id='495' subinstr-id='46'/>
+         <instruction instr-id='495' subinstr-id='48'/>
+         <instruction instr-id='495' subinstr-id='50'/>
+         <instruction instr-id='495' subinstr-id='52'/>
+         <instruction instr-id='495' subinstr-id='54'/>
+         <instruction instr-id='495' subinstr-id='56'/>
+         <instruction instr-id='495' subinstr-id='58'/>
+         <instruction instr-id='495' subinstr-id='60'/>
+         <instruction instr-id='495' subinstr-id='62'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='514' subinstr-id='6'/>
+         <instruction instr-id='514' subinstr-id='8'/>
+         <instruction instr-id='514' subinstr-id='10'/>
+         <instruction instr-id='514' subinstr-id='12'/>
+         <instruction instr-id='514' subinstr-id='14'/>
+         <instruction instr-id='514' subinstr-id='18'/>
+         <instruction instr-id='514' subinstr-id='20'/>
+         <instruction instr-id='514' subinstr-id='22'/>
+         <instruction instr-id='514' subinstr-id='24'/>
+         <instruction instr-id='514' subinstr-id='26'/>
+         <instruction instr-id='514' subinstr-id='28'/>
+         <instruction instr-id='514' subinstr-id='30'/>
+         <instruction instr-id='514' subinstr-id='34'/>
+         <instruction instr-id='514' subinstr-id='36'/>
+         <instruction instr-id='514' subinstr-id='38'/>
+         <instruction instr-id='514' subinstr-id='40'/>
+         <instruction instr-id='514' subinstr-id='42'/>
+         <instruction instr-id='514' subinstr-id='44'/>
+         <instruction instr-id='514' subinstr-id='46'/>
+         <instruction instr-id='514' subinstr-id='48'/>
+         <instruction instr-id='514' subinstr-id='50'/>
+         <instruction instr-id='514' subinstr-id='52'/>
+         <instruction instr-id='514' subinstr-id='54'/>
+         <instruction instr-id='516'/>
+         <instruction instr-id='516' subinstr-id='2'/>
+         <instruction instr-id='516' subinstr-id='4'/>
+         <instruction instr-id='516' subinstr-id='6'/>
+         <instruction instr-id='516' subinstr-id='10'/>
+         <instruction instr-id='516' subinstr-id='12'/>
+         <instruction instr-id='516' subinstr-id='14'/>
+         <instruction instr-id='516' subinstr-id='16'/>
+         <instruction instr-id='516' subinstr-id='18'/>
+         <instruction instr-id='516' subinstr-id='22'/>
+         <instruction instr-id='516' subinstr-id='24'/>
+         <instruction instr-id='516' subinstr-id='26'/>
+         <instruction instr-id='516' subinstr-id='28'/>
+         <instruction instr-id='516' subinstr-id='30'/>
+         <instruction instr-id='516' subinstr-id='32'/>
+         <instruction instr-id='516' subinstr-id='34'/>
+         <instruction instr-id='516' subinstr-id='36'/>
+         <instruction instr-id='516' subinstr-id='38'/>
+         <instruction instr-id='516' subinstr-id='42'/>
+         <instruction instr-id='516' subinstr-id='46'/>
+         <instruction instr-id='516' subinstr-id='48'/>
+         <instruction instr-id='516' subinstr-id='50'/>
+         <instruction instr-id='516' subinstr-id='52'/>
+         <instruction instr-id='516' subinstr-id='54'/>
+         <instruction instr-id='516' subinstr-id='56'/>
+         <instruction instr-id='516' subinstr-id='58'/>
+         <instruction instr-id='516' subinstr-id='60'/>
+         <instruction instr-id='516' subinstr-id='62'/>
+         <instruction instr-id='520'/>
+         <instruction instr-id='520' subinstr-id='2'/>
+         <instruction instr-id='520' subinstr-id='6'/>
+         <instruction instr-id='520' subinstr-id='8'/>
+         <instruction instr-id='520' subinstr-id='10'/>
+         <instruction instr-id='520' subinstr-id='12'/>
+         <instruction instr-id='520' subinstr-id='14'/>
+         <instruction instr-id='520' subinstr-id='16'/>
+         <instruction instr-id='520' subinstr-id='18'/>
+         <instruction instr-id='520' subinstr-id='20'/>
+         <instruction instr-id='520' subinstr-id='22'/>
+         <instruction instr-id='520' subinstr-id='24'/>
+         <instruction instr-id='520' subinstr-id='26'/>
+         <bounding-box x1='93' y1='178' x2='516' y2='340'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-str.xml
new file mode 100644
index 00000000..0aae7b97
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a-str.xml
@@ -0,0 +1,583 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-031-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='285' y1='305' x2='339' y2='340'/>
+            <content>Accel/decel
+reduction and
+smoothing</content>
+            <instruction instr-id='330' subinstr-id='0'/>
+            <instruction instr-id='330' subinstr-id='2'/>
+            <instruction instr-id='330' subinstr-id='4'/>
+            <instruction instr-id='330' subinstr-id='6'/>
+            <instruction instr-id='330' subinstr-id='8'/>
+            <instruction instr-id='330' subinstr-id='10'/>
+            <instruction instr-id='330' subinstr-id='12'/>
+            <instruction instr-id='330' subinstr-id='14'/>
+            <instruction instr-id='330' subinstr-id='16'/>
+            <instruction instr-id='330' subinstr-id='18'/>
+            <instruction instr-id='330' subinstr-id='20'/>
+            <instruction instr-id='334' subinstr-id='0'/>
+            <instruction instr-id='334' subinstr-id='2'/>
+            <instruction instr-id='334' subinstr-id='4'/>
+            <instruction instr-id='334' subinstr-id='6'/>
+            <instruction instr-id='334' subinstr-id='8'/>
+            <instruction instr-id='334' subinstr-id='10'/>
+            <instruction instr-id='334' subinstr-id='12'/>
+            <instruction instr-id='334' subinstr-id='14'/>
+            <instruction instr-id='334' subinstr-id='16'/>
+            <instruction instr-id='334' subinstr-id='20'/>
+            <instruction instr-id='334' subinstr-id='22'/>
+            <instruction instr-id='334' subinstr-id='24'/>
+            <instruction instr-id='337' subinstr-id='0'/>
+            <instruction instr-id='337' subinstr-id='2'/>
+            <instruction instr-id='337' subinstr-id='4'/>
+            <instruction instr-id='337' subinstr-id='6'/>
+            <instruction instr-id='337' subinstr-id='8'/>
+            <instruction instr-id='337' subinstr-id='10'/>
+            <instruction instr-id='337' subinstr-id='12'/>
+            <instruction instr-id='337' subinstr-id='14'/>
+            <instruction instr-id='337' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='361' y1='312' x2='429' y2='334'/>
+            <content>Speed reduction/
+optimization</content>
+            <instruction instr-id='356' subinstr-id='0'/>
+            <instruction instr-id='356' subinstr-id='2'/>
+            <instruction instr-id='356' subinstr-id='4'/>
+            <instruction instr-id='356' subinstr-id='6'/>
+            <instruction instr-id='356' subinstr-id='8'/>
+            <instruction instr-id='356' subinstr-id='12'/>
+            <instruction instr-id='356' subinstr-id='14'/>
+            <instruction instr-id='356' subinstr-id='16'/>
+            <instruction instr-id='356' subinstr-id='18'/>
+            <instruction instr-id='356' subinstr-id='20'/>
+            <instruction instr-id='356' subinstr-id='22'/>
+            <instruction instr-id='356' subinstr-id='24'/>
+            <instruction instr-id='356' subinstr-id='26'/>
+            <instruction instr-id='356' subinstr-id='28'/>
+            <instruction instr-id='356' subinstr-id='30'/>
+            <instruction instr-id='359' subinstr-id='0'/>
+            <instruction instr-id='359' subinstr-id='2'/>
+            <instruction instr-id='359' subinstr-id='4'/>
+            <instruction instr-id='359' subinstr-id='6'/>
+            <instruction instr-id='359' subinstr-id='8'/>
+            <instruction instr-id='359' subinstr-id='10'/>
+            <instruction instr-id='359' subinstr-id='12'/>
+            <instruction instr-id='359' subinstr-id='14'/>
+            <instruction instr-id='359' subinstr-id='16'/>
+            <instruction instr-id='359' subinstr-id='18'/>
+            <instruction instr-id='359' subinstr-id='20'/>
+            <instruction instr-id='359' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5' end-row='1' end-col='5'>
+            <bounding-box x1='440' y1='318' x2='516' y2='328'/>
+            <content>Idle time reduction</content>
+            <instruction instr-id='378' subinstr-id='0'/>
+            <instruction instr-id='378' subinstr-id='2'/>
+            <instruction instr-id='378' subinstr-id='4'/>
+            <instruction instr-id='378' subinstr-id='6'/>
+            <instruction instr-id='378' subinstr-id='10'/>
+            <instruction instr-id='378' subinstr-id='12'/>
+            <instruction instr-id='378' subinstr-id='14'/>
+            <instruction instr-id='378' subinstr-id='16'/>
+            <instruction instr-id='378' subinstr-id='20'/>
+            <instruction instr-id='378' subinstr-id='22'/>
+            <instruction instr-id='378' subinstr-id='24'/>
+            <instruction instr-id='378' subinstr-id='26'/>
+            <instruction instr-id='378' subinstr-id='28'/>
+            <instruction instr-id='378' subinstr-id='30'/>
+            <instruction instr-id='378' subinstr-id='32'/>
+            <instruction instr-id='378' subinstr-id='34'/>
+            <instruction instr-id='378' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='98' y1='281' x2='219' y2='290'/>
+            <content>Per cycle fuel savings potential</content>
+            <instruction instr-id='474' subinstr-id='0'/>
+            <instruction instr-id='474' subinstr-id='2'/>
+            <instruction instr-id='474' subinstr-id='4'/>
+            <instruction instr-id='474' subinstr-id='8'/>
+            <instruction instr-id='474' subinstr-id='10'/>
+            <instruction instr-id='474' subinstr-id='12'/>
+            <instruction instr-id='474' subinstr-id='14'/>
+            <instruction instr-id='474' subinstr-id='16'/>
+            <instruction instr-id='474' subinstr-id='20'/>
+            <instruction instr-id='474' subinstr-id='22'/>
+            <instruction instr-id='474' subinstr-id='24'/>
+            <instruction instr-id='474' subinstr-id='26'/>
+            <instruction instr-id='474' subinstr-id='30'/>
+            <instruction instr-id='474' subinstr-id='32'/>
+            <instruction instr-id='474' subinstr-id='34'/>
+            <instruction instr-id='474' subinstr-id='36'/>
+            <instruction instr-id='474' subinstr-id='38'/>
+            <instruction instr-id='474' subinstr-id='40'/>
+            <instruction instr-id='474' subinstr-id='42'/>
+            <instruction instr-id='474' subinstr-id='46'/>
+            <instruction instr-id='474' subinstr-id='48'/>
+            <instruction instr-id='474' subinstr-id='50'/>
+            <instruction instr-id='474' subinstr-id='52'/>
+            <instruction instr-id='474' subinstr-id='54'/>
+            <instruction instr-id='474' subinstr-id='56'/>
+            <instruction instr-id='474' subinstr-id='58'/>
+            <instruction instr-id='474' subinstr-id='60'/>
+            <instruction instr-id='474' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='231' y1='293' x2='266' y2='302'/>
+            <content>Med-low</content>
+            <instruction instr-id='396' subinstr-id='0'/>
+            <instruction instr-id='396' subinstr-id='2'/>
+            <instruction instr-id='396' subinstr-id='4'/>
+            <instruction instr-id='396' subinstr-id='6'/>
+            <instruction instr-id='396' subinstr-id='8'/>
+            <instruction instr-id='396' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='306' y1='293' x2='317' y2='302'/>
+            <content>5%</content>
+            <instruction instr-id='399' subinstr-id='0'/>
+            <instruction instr-id='399' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='390' y1='293' x2='401' y2='302'/>
+            <content>8%</content>
+            <instruction instr-id='399' subinstr-id='4'/>
+            <instruction instr-id='399' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='470' y1='293' x2='488' y2='302'/>
+            <content>0.5%</content>
+            <instruction instr-id='399' subinstr-id='8'/>
+            <instruction instr-id='399' subinstr-id='10'/>
+            <instruction instr-id='399' subinstr-id='12'/>
+            <instruction instr-id='399' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='230' y1='280' x2='268' y2='289'/>
+            <content>Med-high</content>
+            <instruction instr-id='402' subinstr-id='0'/>
+            <instruction instr-id='402' subinstr-id='2'/>
+            <instruction instr-id='402' subinstr-id='4'/>
+            <instruction instr-id='402' subinstr-id='6'/>
+            <instruction instr-id='402' subinstr-id='8'/>
+            <instruction instr-id='402' subinstr-id='10'/>
+            <instruction instr-id='402' subinstr-id='12'/>
+            <instruction instr-id='402' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='304' y1='280' x2='320' y2='289'/>
+            <content>15%</content>
+            <instruction instr-id='405' subinstr-id='0'/>
+            <instruction instr-id='405' subinstr-id='2'/>
+            <instruction instr-id='405' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='388' y1='280' x2='403' y2='289'/>
+            <content>15%</content>
+            <instruction instr-id='405' subinstr-id='6'/>
+            <instruction instr-id='405' subinstr-id='8'/>
+            <instruction instr-id='405' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='473' y1='280' x2='484' y2='289'/>
+            <content>2%</content>
+            <instruction instr-id='405' subinstr-id='12'/>
+            <instruction instr-id='405' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='230' y1='267' x2='268' y2='277'/>
+            <content>Very high</content>
+            <instruction instr-id='409' subinstr-id='0'/>
+            <instruction instr-id='409' subinstr-id='2'/>
+            <instruction instr-id='409' subinstr-id='4'/>
+            <instruction instr-id='409' subinstr-id='6'/>
+            <instruction instr-id='409' subinstr-id='10'/>
+            <instruction instr-id='409' subinstr-id='12'/>
+            <instruction instr-id='409' subinstr-id='14'/>
+            <instruction instr-id='409' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='304' y1='267' x2='320' y2='277'/>
+            <content>30%</content>
+            <instruction instr-id='412' subinstr-id='0'/>
+            <instruction instr-id='412' subinstr-id='2'/>
+            <instruction instr-id='412' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='388' y1='267' x2='403' y2='277'/>
+            <content>35%</content>
+            <instruction instr-id='412' subinstr-id='6'/>
+            <instruction instr-id='412' subinstr-id='8'/>
+            <instruction instr-id='412' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='471' y1='267' x2='487' y2='277'/>
+            <content>10%</content>
+            <instruction instr-id='412' subinstr-id='12'/>
+            <instruction instr-id='412' subinstr-id='14'/>
+            <instruction instr-id='412' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='94' y1='236' x2='223' y2='258'/>
+            <content>Frequency of opportunity
+occurrence ingeneral population</content>
+            <instruction instr-id='493' subinstr-id='0'/>
+            <instruction instr-id='493' subinstr-id='2'/>
+            <instruction instr-id='493' subinstr-id='4'/>
+            <instruction instr-id='493' subinstr-id='6'/>
+            <instruction instr-id='493' subinstr-id='8'/>
+            <instruction instr-id='493' subinstr-id='10'/>
+            <instruction instr-id='493' subinstr-id='12'/>
+            <instruction instr-id='493' subinstr-id='14'/>
+            <instruction instr-id='493' subinstr-id='16'/>
+            <instruction instr-id='493' subinstr-id='20'/>
+            <instruction instr-id='493' subinstr-id='22'/>
+            <instruction instr-id='493' subinstr-id='26'/>
+            <instruction instr-id='493' subinstr-id='28'/>
+            <instruction instr-id='493' subinstr-id='30'/>
+            <instruction instr-id='493' subinstr-id='32'/>
+            <instruction instr-id='493' subinstr-id='34'/>
+            <instruction instr-id='493' subinstr-id='36'/>
+            <instruction instr-id='493' subinstr-id='38'/>
+            <instruction instr-id='493' subinstr-id='40'/>
+            <instruction instr-id='493' subinstr-id='42'/>
+            <instruction instr-id='493' subinstr-id='44'/>
+            <instruction instr-id='493' subinstr-id='46'/>
+            <instruction instr-id='495' subinstr-id='0'/>
+            <instruction instr-id='495' subinstr-id='2'/>
+            <instruction instr-id='495' subinstr-id='4'/>
+            <instruction instr-id='495' subinstr-id='6'/>
+            <instruction instr-id='495' subinstr-id='8'/>
+            <instruction instr-id='495' subinstr-id='10'/>
+            <instruction instr-id='495' subinstr-id='12'/>
+            <instruction instr-id='495' subinstr-id='14'/>
+            <instruction instr-id='495' subinstr-id='16'/>
+            <instruction instr-id='495' subinstr-id='18'/>
+            <instruction instr-id='495' subinstr-id='22'/>
+            <instruction instr-id='495' subinstr-id='24'/>
+            <instruction instr-id='495' subinstr-id='28'/>
+            <instruction instr-id='495' subinstr-id='30'/>
+            <instruction instr-id='495' subinstr-id='32'/>
+            <instruction instr-id='495' subinstr-id='34'/>
+            <instruction instr-id='495' subinstr-id='36'/>
+            <instruction instr-id='495' subinstr-id='38'/>
+            <instruction instr-id='495' subinstr-id='40'/>
+            <instruction instr-id='495' subinstr-id='44'/>
+            <instruction instr-id='495' subinstr-id='46'/>
+            <instruction instr-id='495' subinstr-id='48'/>
+            <instruction instr-id='495' subinstr-id='50'/>
+            <instruction instr-id='495' subinstr-id='52'/>
+            <instruction instr-id='495' subinstr-id='54'/>
+            <instruction instr-id='495' subinstr-id='56'/>
+            <instruction instr-id='495' subinstr-id='58'/>
+            <instruction instr-id='495' subinstr-id='60'/>
+            <instruction instr-id='495' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='231' y1='255' x2='266' y2='264'/>
+            <content>Med-low</content>
+            <instruction instr-id='415' subinstr-id='0'/>
+            <instruction instr-id='415' subinstr-id='2'/>
+            <instruction instr-id='415' subinstr-id='4'/>
+            <instruction instr-id='415' subinstr-id='6'/>
+            <instruction instr-id='415' subinstr-id='8'/>
+            <instruction instr-id='415' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='304' y1='255' x2='320' y2='264'/>
+            <content>30%</content>
+            <instruction instr-id='418' subinstr-id='0'/>
+            <instruction instr-id='418' subinstr-id='2'/>
+            <instruction instr-id='418' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='388' y1='255' x2='403' y2='264'/>
+            <content>20%</content>
+            <instruction instr-id='418' subinstr-id='6'/>
+            <instruction instr-id='418' subinstr-id='8'/>
+            <instruction instr-id='418' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='471' y1='255' x2='487' y2='264'/>
+            <content>30%</content>
+            <instruction instr-id='418' subinstr-id='12'/>
+            <instruction instr-id='418' subinstr-id='14'/>
+            <instruction instr-id='418' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='230' y1='242' x2='268' y2='251'/>
+            <content>Med-high</content>
+            <instruction instr-id='421' subinstr-id='0'/>
+            <instruction instr-id='421' subinstr-id='2'/>
+            <instruction instr-id='421' subinstr-id='4'/>
+            <instruction instr-id='421' subinstr-id='6'/>
+            <instruction instr-id='421' subinstr-id='8'/>
+            <instruction instr-id='421' subinstr-id='10'/>
+            <instruction instr-id='421' subinstr-id='12'/>
+            <instruction instr-id='421' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='304' y1='242' x2='320' y2='251'/>
+            <content>15%</content>
+            <instruction instr-id='424' subinstr-id='0'/>
+            <instruction instr-id='424' subinstr-id='2'/>
+            <instruction instr-id='424' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='388' y1='242' x2='403' y2='251'/>
+            <content>15%</content>
+            <instruction instr-id='424' subinstr-id='6'/>
+            <instruction instr-id='424' subinstr-id='8'/>
+            <instruction instr-id='424' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='471' y1='242' x2='487' y2='251'/>
+            <content>15%</content>
+            <instruction instr-id='424' subinstr-id='12'/>
+            <instruction instr-id='424' subinstr-id='14'/>
+            <instruction instr-id='424' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='230' y1='229' x2='268' y2='239'/>
+            <content>Very high</content>
+            <instruction instr-id='427' subinstr-id='0'/>
+            <instruction instr-id='427' subinstr-id='2'/>
+            <instruction instr-id='427' subinstr-id='4'/>
+            <instruction instr-id='427' subinstr-id='6'/>
+            <instruction instr-id='427' subinstr-id='10'/>
+            <instruction instr-id='427' subinstr-id='12'/>
+            <instruction instr-id='427' subinstr-id='14'/>
+            <instruction instr-id='427' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='306' y1='229' x2='317' y2='239'/>
+            <content>8%</content>
+            <instruction instr-id='430' subinstr-id='0'/>
+            <instruction instr-id='430' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='388' y1='229' x2='403' y2='239'/>
+            <content>10%</content>
+            <instruction instr-id='430' subinstr-id='4'/>
+            <instruction instr-id='430' subinstr-id='6'/>
+            <instruction instr-id='430' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='473' y1='229' x2='484' y2='239'/>
+            <content>5%</content>
+            <instruction instr-id='430' subinstr-id='10'/>
+            <instruction instr-id='430' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='93' y1='185' x2='224' y2='220'/>
+            <content>Combined savings opportunity
+(per cycle magnitude *frequency
+of occurrence)</content>
+            <instruction instr-id='514' subinstr-id='0'/>
+            <instruction instr-id='514' subinstr-id='2'/>
+            <instruction instr-id='514' subinstr-id='4'/>
+            <instruction instr-id='514' subinstr-id='6'/>
+            <instruction instr-id='514' subinstr-id='8'/>
+            <instruction instr-id='514' subinstr-id='10'/>
+            <instruction instr-id='514' subinstr-id='12'/>
+            <instruction instr-id='514' subinstr-id='14'/>
+            <instruction instr-id='514' subinstr-id='18'/>
+            <instruction instr-id='514' subinstr-id='20'/>
+            <instruction instr-id='514' subinstr-id='22'/>
+            <instruction instr-id='514' subinstr-id='24'/>
+            <instruction instr-id='514' subinstr-id='26'/>
+            <instruction instr-id='514' subinstr-id='28'/>
+            <instruction instr-id='514' subinstr-id='30'/>
+            <instruction instr-id='514' subinstr-id='34'/>
+            <instruction instr-id='514' subinstr-id='36'/>
+            <instruction instr-id='514' subinstr-id='38'/>
+            <instruction instr-id='514' subinstr-id='40'/>
+            <instruction instr-id='514' subinstr-id='42'/>
+            <instruction instr-id='514' subinstr-id='44'/>
+            <instruction instr-id='514' subinstr-id='46'/>
+            <instruction instr-id='514' subinstr-id='48'/>
+            <instruction instr-id='514' subinstr-id='50'/>
+            <instruction instr-id='514' subinstr-id='52'/>
+            <instruction instr-id='514' subinstr-id='54'/>
+            <instruction instr-id='516' subinstr-id='0'/>
+            <instruction instr-id='516' subinstr-id='2'/>
+            <instruction instr-id='516' subinstr-id='4'/>
+            <instruction instr-id='516' subinstr-id='6'/>
+            <instruction instr-id='516' subinstr-id='10'/>
+            <instruction instr-id='516' subinstr-id='12'/>
+            <instruction instr-id='516' subinstr-id='14'/>
+            <instruction instr-id='516' subinstr-id='16'/>
+            <instruction instr-id='516' subinstr-id='18'/>
+            <instruction instr-id='516' subinstr-id='22'/>
+            <instruction instr-id='516' subinstr-id='24'/>
+            <instruction instr-id='516' subinstr-id='26'/>
+            <instruction instr-id='516' subinstr-id='28'/>
+            <instruction instr-id='516' subinstr-id='30'/>
+            <instruction instr-id='516' subinstr-id='32'/>
+            <instruction instr-id='516' subinstr-id='34'/>
+            <instruction instr-id='516' subinstr-id='36'/>
+            <instruction instr-id='516' subinstr-id='38'/>
+            <instruction instr-id='516' subinstr-id='42'/>
+            <instruction instr-id='516' subinstr-id='46'/>
+            <instruction instr-id='516' subinstr-id='48'/>
+            <instruction instr-id='516' subinstr-id='50'/>
+            <instruction instr-id='516' subinstr-id='52'/>
+            <instruction instr-id='516' subinstr-id='54'/>
+            <instruction instr-id='516' subinstr-id='56'/>
+            <instruction instr-id='516' subinstr-id='58'/>
+            <instruction instr-id='516' subinstr-id='60'/>
+            <instruction instr-id='516' subinstr-id='62'/>
+            <instruction instr-id='520' subinstr-id='0'/>
+            <instruction instr-id='520' subinstr-id='2'/>
+            <instruction instr-id='520' subinstr-id='6'/>
+            <instruction instr-id='520' subinstr-id='8'/>
+            <instruction instr-id='520' subinstr-id='10'/>
+            <instruction instr-id='520' subinstr-id='12'/>
+            <instruction instr-id='520' subinstr-id='14'/>
+            <instruction instr-id='520' subinstr-id='16'/>
+            <instruction instr-id='520' subinstr-id='18'/>
+            <instruction instr-id='520' subinstr-id='20'/>
+            <instruction instr-id='520' subinstr-id='22'/>
+            <instruction instr-id='520' subinstr-id='24'/>
+            <instruction instr-id='520' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='231' y1='216' x2='266' y2='226'/>
+            <content>Med-low</content>
+            <instruction instr-id='433' subinstr-id='0'/>
+            <instruction instr-id='433' subinstr-id='2'/>
+            <instruction instr-id='433' subinstr-id='4'/>
+            <instruction instr-id='433' subinstr-id='6'/>
+            <instruction instr-id='433' subinstr-id='8'/>
+            <instruction instr-id='433' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='303' y1='216' x2='321' y2='226'/>
+            <content>1.5%</content>
+            <instruction instr-id='436' subinstr-id='0'/>
+            <instruction instr-id='436' subinstr-id='2'/>
+            <instruction instr-id='436' subinstr-id='4'/>
+            <instruction instr-id='436' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='386' y1='216' x2='405' y2='226'/>
+            <content>1.6%</content>
+            <instruction instr-id='436' subinstr-id='8'/>
+            <instruction instr-id='436' subinstr-id='10'/>
+            <instruction instr-id='436' subinstr-id='12'/>
+            <instruction instr-id='436' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='470' y1='216' x2='488' y2='226'/>
+            <content>0.2%</content>
+            <instruction instr-id='436' subinstr-id='16'/>
+            <instruction instr-id='436' subinstr-id='18'/>
+            <instruction instr-id='436' subinstr-id='20'/>
+            <instruction instr-id='436' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='230' y1='204' x2='268' y2='213'/>
+            <content>Med-high</content>
+            <instruction instr-id='439' subinstr-id='0'/>
+            <instruction instr-id='439' subinstr-id='2'/>
+            <instruction instr-id='439' subinstr-id='4'/>
+            <instruction instr-id='439' subinstr-id='6'/>
+            <instruction instr-id='439' subinstr-id='8'/>
+            <instruction instr-id='439' subinstr-id='10'/>
+            <instruction instr-id='439' subinstr-id='12'/>
+            <instruction instr-id='439' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='303' y1='204' x2='321' y2='213'/>
+            <content>2.3%</content>
+            <instruction instr-id='442' subinstr-id='0'/>
+            <instruction instr-id='442' subinstr-id='2'/>
+            <instruction instr-id='442' subinstr-id='4'/>
+            <instruction instr-id='442' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='386' y1='204' x2='405' y2='213'/>
+            <content>2.3%</content>
+            <instruction instr-id='442' subinstr-id='8'/>
+            <instruction instr-id='442' subinstr-id='10'/>
+            <instruction instr-id='442' subinstr-id='12'/>
+            <instruction instr-id='442' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='470' y1='204' x2='488' y2='213'/>
+            <content>0.3%</content>
+            <instruction instr-id='442' subinstr-id='16'/>
+            <instruction instr-id='442' subinstr-id='18'/>
+            <instruction instr-id='442' subinstr-id='20'/>
+            <instruction instr-id='442' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='230' y1='191' x2='268' y2='201'/>
+            <content>Very high</content>
+            <instruction instr-id='445' subinstr-id='0'/>
+            <instruction instr-id='445' subinstr-id='2'/>
+            <instruction instr-id='445' subinstr-id='4'/>
+            <instruction instr-id='445' subinstr-id='6'/>
+            <instruction instr-id='445' subinstr-id='10'/>
+            <instruction instr-id='445' subinstr-id='12'/>
+            <instruction instr-id='445' subinstr-id='14'/>
+            <instruction instr-id='445' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='303' y1='191' x2='321' y2='201'/>
+            <content>2.4%</content>
+            <instruction instr-id='448' subinstr-id='0'/>
+            <instruction instr-id='448' subinstr-id='2'/>
+            <instruction instr-id='448' subinstr-id='4'/>
+            <instruction instr-id='448' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='386' y1='191' x2='405' y2='201'/>
+            <content>3.5%</content>
+            <instruction instr-id='448' subinstr-id='8'/>
+            <instruction instr-id='448' subinstr-id='10'/>
+            <instruction instr-id='448' subinstr-id='12'/>
+            <instruction instr-id='448' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='470' y1='191' x2='488' y2='201'/>
+            <content>0.5%</content>
+            <instruction instr-id='448' subinstr-id='16'/>
+            <instruction instr-id='448' subinstr-id='18'/>
+            <instruction instr-id='448' subinstr-id='20'/>
+            <instruction instr-id='448' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='239' y1='178' x2='259' y2='188'/>
+            <content>Total</content>
+            <instruction instr-id='452' subinstr-id='0'/>
+            <instruction instr-id='452' subinstr-id='2'/>
+            <instruction instr-id='452' subinstr-id='4'/>
+            <instruction instr-id='452' subinstr-id='6'/>
+            <instruction instr-id='452' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='306' y1='178' x2='318' y2='188'/>
+            <content>6%</content>
+            <instruction instr-id='455' subinstr-id='0'/>
+            <instruction instr-id='455' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='389' y1='178' x2='401' y2='188'/>
+            <content>7%</content>
+            <instruction instr-id='455' subinstr-id='4'/>
+            <instruction instr-id='455' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='473' y1='178' x2='484' y2='188'/>
+            <content>1%</content>
+            <instruction instr-id='455' subinstr-id='8'/>
+            <instruction instr-id='455' subinstr-id='10'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6765bbdaf4d77b7184795655d18284de7bb7390c
GIT binary patch
literal 116385
zcma&NLy#^^)Mi_@ZCj^opR!Kbwr$(CZR;)Dwr$(4{{D{JgBv~R*^?QOIn0c`*52gu
zB4YGR46HEZqgQc-Fiea@j6`;ZmN2}$e`HK-&794Nn3(?CQv4%kVeM?<Nc2a{+Q8XF
z#Kg$X*o2=S#>v^y#J~o|JsY4cZFk6t(sQbI*XR%4%tlgi>VT0BY>N1a#abUWMUc(e
zz~Vsnk6Z4a@8}JpE(Uo+PvRISUz8}JrmT`T+U5Q7sN!#Fq;^%{Pqg1IzmCsq6T9W>
zaix4`)oyL`uS$&HHh+bHUnzlVyIkIFU1)1_qi6w5lA6nYW?rpohwA#NUfs$_vt^CV
zPUY-oRf-+0@-|v~LFnc33xn3B_U26HGQ9x*qS2~GmD-#^QhR_@P1SOmwNBgUhAO$M
z{GauWqYnBGTR<;t_p*=aLv78arAz1z<W05y%};nyUfxz`4O@s#j{Xy*?^RsoDfCjP
zIQM~oYo~=$O+VYAv0fwds*4T>=MSwdW7UK3=0J4|qh{eF3mc}&X2vpQ%J=1?UM<XP
zBkI?6O2y<>N6@2LeF6GeWjT#Bv%{>*=1PfQ0C%g04hDs@IQFXn-|4n)KX-o8N2X}8
zE0p1|(cVhf-4m8TBS&WJie_smYSv=Nj13o^8()jB3#@?Y#<}`=uuXHC-2Rc7=H|Qu
z7<4{sPuul*WmWT;kmd=7GDnT>b<?`tYsO-R#$mu`+^OKC_GanSJa42y#%+b+VeWQ1
zq4Mzgl&s_<8+}x;rg?2ywG(NoPSXX8q9})hNmXWS-5o7MR*I*~G%LyYIDIKYWvwgj
zt0$)C_QF3CBitD7qn+|C+>Ry2H)s2vK|Tw41s;6#=|A2rx~0yFE|;q7a~`h87wiAb
zrLRvyP5S9@ZMQpyZ3n9y3Ca*Vtc<I&Ml4{tvKhf_rQS7gHqR|`4z<Y2MkM!!%Bp#C
zTCa_Htk^Z5P_;Jnwc2W`zq6c0T3$jmk5%2a?|#;#AX_I_R%F`<n&&Mnsy0)dJrkEg
z2>?x6O&z^{cRHDs7LuLXoi5us+K5CZI8)FPn9~<kn=Q7HEmni<7YrONxUc)@E-6+0
z!;s)wTBj-#iZ$DXn-1Mcg+6%={E~nr?z+LTRXJzjtJ(4hX`jXBWhc&cQ0KLJVg5&l
zWEWjlouE&wz=dW!GhP#gtdfd&1iqp~_a>}vt~xc3qy-!DmirT3)nWx>(}A|HP7|w5
z+vm<t_^FA1j!A4)#X9*9*OE}8+o^3h!zVyd21TQ_oNKt|jgsk@*F(6bT57h0x8aal
zaRx{D5l0kw+f#r(M?EtV0~Rk;U*A)`k)Kio<SA*WyzM|MP3!fT$<o!WT1mEQhKKX1
zy798kJlZl1Hv{F6z_30RsKs<Cu!MZu7RLr9oS3;5&k8evZN%Iv=eddpN0-yeP8x|-
zR=^yenRUtYz~0;e9O>;8NwZ*iUtgh|L)Wl9SwL%xf3+tN84W=$r!R3aax4<l5R*Ub
zRnd!CIyAwqSbP!m=2|Q{PsbFW+y>&F1g_1v)C$><7)K9kPGN=S?Uz&*57I+yZ~Y|d
zmz1Fs&z!IgBJo1Fe4>gR-3_L+I3E1K-`+vR-!H^C7TLLwXcg-Te|&+XiDWRySvNd;
z^sG&WGfIIN9jzkDIE8*t%~{&@Vl4u79NQ=O!*X~E9JUggTWu_ABM9_8(CW`D_{sI;
zNzJ~}T2Wpcq5ub5?QfXrQ=u>CYPRdji{j5)&=&4l(jZVexo%3xC?_VO!4)I(=UNxk
zrTz9-ts3Z(PQ6$VIAWQ|AWA5ba+c0~^-o4DOFAPmRhhY3w?JV$C5L3pN}e$Qm6ip=
zO!a|jxUcu@g-K;5o+<E*BEDCM?=6|)GIcAM-*68Sj@{w<xo92L);W8^pAksoUT9mE
z494J@Y=`!d=cS3NLF|^iWc#w9kZ55r*mL4~D1*q>USc6{=o&W?>%JGyW5>fW$u0&A
zIIQMz(pYV7(|w?I3IqikljEcrPActX;H#7XlQF|<=78a)Wb2Wf_@H~OG#i?)^VGj<
zPgk3_-Zz_>)WkM9pQs*{kL-pBV@{&6Jd?C+A)8U-$6-UOWZ<V@S}F{=-Xw?t7hKc8
z1eXcOMXirUK+bqY@qF>+IDxCCk-+nNY)36E&IA?@8fd~FNWvmR-ALBL+BmL9CK%9V
z{R_?c2(|M7gu9hvySrqG<%ajzthgriU=Q>&`}N}%`sTY#E<4Xs%F7C`F+>FoUsr<V
z@xq3-BoThhacC_q70^s`+<&WdC|RaR7igr*>;(TXETrjL0)yZm=MX!EW+@rRHG7~6
zkVeOK=w5k2?R2k`q;nN}-2!Q*?31~+9~t^UIkk+oEMkBi02mTg&QWI_@eB^`r_Oi2
zv07h=wp^>jrV;@{_hNI=`u3WoFl3VJo_dy0#k21+x4(Uj3A4t<SWexh2;`KIU&BpU
zqDB|<As?hJQpa1V<On0DOK0+{NolHgH`GzgaXSKPC4ik0#P4xgnVIhD80;@!q5HK@
zpSz=5`Xad4A}dF?$URPZO{F8MOgRx`iO8)H`eUY2<eK`$7(^D$xc#E#+-dl@=BXl<
zr9wO`Rh&XA7_$V{P^_m`q{DCppZtgjxUBO3KCg~5L=sisjG1j`qqRkx(}7$TmyDtJ
z1IYR&q;Z2ZKfic0LDr_pD0&S&8}L~f0Ra>GfP9j>v7ce^xGs3qeIUkVD|W;k>&_DC
z(1{GKpIkxJbHn4#Rg?x;3~#ypiphA`d+WPA$y(eyya&+zVN9?{d&<7@hFikpoG@Ei
zBBNBXn9!5sc0|bd4*a!7Y}lLOW)DE|bJ$hB1CzG@!H=_WIpQZbA#mm>gDQccy80cr
zB2dk=jYfJ2m~OEP4eNKeR<Kqkk6Lq*k@>dCf+@PT>(D(-B<eL|a5UPK3;$nKjg<3s
za#^guaHC5B4yR<*1#!Emg^@iF`$6`v_d_@K=R_x~b}>pJFvO3}C|A9ZVR!wLl_9Tx
z->F_WojWQD6gkwQ?$(!+Sa%1(!>_TnnI9+qK~?Yxmq#wFVJ{#|i^l~(-NDZFz$58_
zSW8AOqEK*;vfI>(HhNB`o0HBja42w3ff=y$t#VN49bhR5uJ~NN#PF3126h7JzB;i}
zS1Fo%LO?EC-)aH7A8+gS*(7=;*tS*_wKfz--GT`Q%RS1E@<Si&*T`!zpHG|xH|<-|
zyP*Jc`7*-(n*JJD??Al<*#^I(OTJ$n7O)_4grMeI@eblUR$ea0>HeN^%Y$Vq&9X{+
zTbCyaP8_qH15x%ucVi;dTkxb|dn;lZYM`NnD@Ni1a}+jf1^Q>DMs#{2XQSAQck1fo
z&!Xu?_4#9#RFNFh(=#<9_e%_+o44yE#trdgP=R3mp`8dd4+;rNEk2VNXHjF|z3vlJ
zHd)7poTH3Az}sT}u(`qwhbQ2encuU{5^Nay)HU{~-!feL!b=-wtZYi-P>4d2Gi?=@
z<z%{$Reid9)F86S_Y4RY)kpbDWZ4?=uUH<x1=k`=ObIjJ^amq3W%&hbRf`E)H7z?m
z<TI%DxU+2pl_<BPm#FP`mv`P6d9l!AnvcOUYJHx#XF&J5U-HdMcw44iqB5Dg-ySi-
z!j#yFFB*f@g}`S9?y&kfnBc%=X0T{Y-v3!ib++-GNsWNfXn38T9MY^3zd%O`zCSs-
z%HxG`7Rp}~qrK&zL>Q~A6&lt(Jr4*hTl>{W(LX<R-<CHaKAE%nlud3@B#nArESn+?
zS_y0Ok=>q%uQ=fz07@^O0;BRRyE@Oo;tdH#zF>8_$8T2@o2PTn)TV}vwf6gRkMI^p
zFvff5!>A?r6-V3*B+bu)bty9(L2k+94mVZV#T<!?7#@+6Kf7kY@lPMJ<Qx<Ozqzrr
z5~Us+3%;E}$`3-C#E9RX(jCo%li^rI^L7De-IHZ?(Vz`V8oVCYZmoiyMz@+-qFvW;
zKQEAcApL?`h6cb1^dY<Di6Z8}ayl~L!!PrJr^-BQuzYZ|LrjLjOJTAr*hnDnOiIi&
zX^6sME(lH0XszH}l@+T_mSKi?TEDmJK{m1PksI9W8U9Io;%s|ZHUcWW!aWhbJw+B^
z#6Pgle0YzP!psZ9$f2w{-M>W;SQ$P5a!7g!#Ri!BC66Qpv+IaR0V?K{adqUB_KQ43
zCvQRS%-^l>YdZdyMy$h!HjymkFfy{wjFEHOQIJGe(Pz9pUy<euj6W?2i65T>`<^)=
z41bU6eQ)-dS)~{T{X@FG$EIBb&dr&6+19OH`<^*Ch^6;Y`bNj(l)bNs>81^4k?r(J
z3)(m2;RNV+C*iLdak@@IYlV{^X=#rbEqh~w24zIHJt#Rv^^FiM2lp<RXKJL|pJdF|
z3#hQfHt7@M?*V;c4D*dEz$<-_%fHFou&bPPt`rucKRY9jnPO<RF?lZe+6o4cdprX{
z;+%qr&>xAzyrOP6MwW%XHaszBIuUR|N|EzNC{CMSq)xe;G@Qtciw96XrVfSdW2rR@
z`EF3MTZ1{2r*;(K)uN<fdg*f*<pzx-nlgWa^BMydRNAm1p?Xd-eY*I2bhqPDo>kEb
ztu`K&c^opFW!C-%dhwdv>OqP#S0IPNv<N6ur^%l>$Xa+2dGSH&rnGdcLx!M3#?LCt
z^RlAvfXA}v;B@txBVBbO-eb*Eo~1_-M%9=N8<iGz%>6#rh_e=XhDbd(C|VGDQkZgv
zW0z(#Xa_o`1o!{>CpbH~aD={-_0?#&aTP|#ncZuabk&2%AeJGFspy>&BHXt8M}yy+
zRHD^5+-Y?DlBDkZ1n%v|4`MbfTOLG%+=n%&%4SPkdTc<~>5slqA1t(ZZv+iaY<C2=
zi>_{V4oW;S1)B98e`v4V&elY!^pdC4FCixF6un1{k~UnRG|x=G2d5m`u&t`ior5<v
zj+?Lq#{r39`Lo?)ZEn}r)z8bq^Kf(@ZfK;~KtDC64*H;&7zb$5!NX_d#WI<n9pv>t
z<hMue9{OaZxU`5udBrWH3Ev~pOkwY|Ljl7`4DBBH-3RZtN8o7mvr+<3TIU8LTUGKI
z2Y~Iv@hJ{ow#`^{>A&-lx<gCMk?h85>L?w=tL-OX{92&0?n8#V;~YZJ9p8kkoStQ`
z5?jWBE|L5~lz_2r>Q#K=^9b`dHvOYX!h#KwR+2YiZyA-GDC;XY0++a!KYu7^IOZ?W
zs$&W3j?b0owhg=^fE=s9+2hZNcVomKMdY?n+3xqh4=L{+9eO{h20-4Ro&P+_9YnGy
zdON}tJ$(~*h~XSFw8R;l724u--2?!AHQbJnt_RqA6Hk!~xP|fMqOLzPx%QJY(;#CN
z`>d5ddN$U_ol;2;58Y~bga63x+LDGXhXJ?yT8|Ny%V_(aY)i)Is%tWD1Ty-j<>d_}
zDx|y-LKMRIRWKvU()5c3uv4JOVqu4~p9`d0NqL~8+(|kUB>P}#jnoG=xU6#1zA^2|
zC%l4Wy#x#lZkC7o25S13hehZbOOdrB<7Vnc7jfO$%rL>d#tzZO#FMAy)P)i3$%QmU
zcVe>N9W^RxEIbtoZcwYDecBTTw?&6M#KftGa!y96^|g@$BN#w;&Hsa5BAgabN|>wC
z(NRqlli3k<;(Z@H{&N+U^!%s5lzqRSsi6b6C;jGa@?<^4O(j_L7y9b@;kTc;ck!~4
zEDOvWTj<FOXr|9ak?(~8^>|l#Ry;Q|cK@o*L1xu34D$zH+hdu2JTj}*SRw@iHF)5+
zKqfLEoY_B3?v?mrGcH2--1{YE1~IShXaDC5(~#L@!o=42{{tBRrT?KG|C@FEPhe%{
z;DY%-o1FhQ6XE)QVItFf<F0t^32wfkx?j2}dTQ)1!yI*wraNm!ozJ|G9tg#eBqj=U
zk@Sl6ek0!ZBKlE+7>NfYn~Og3C?O(14dO&7Z=4Ytav;BdetX{SAHMTSG8ue%kr#)@
zM^Q6;b0!4r_+@%ML-?M+a&)`-#_h%>VVN}8v?%l62gk)eEIu#nD0xZ-nv*;c7OTF;
zDF8mdX5e<}-dZv<?;2cR_s=8N1{kX2L<NTkxjINMe!AbI5s6KpRCCapA-TFfp*y`>
zH%EBU%&w25-D3o^ahgU~A3d8Zz_ku^=hd!Ru%6XPj4O6OjR02+kX$(ne=RJ*OssVY
zNYC$B0_-nlb7fsy-=x(1;z*D3rL>Wbveubap1y*YfLFS|9%fG`ZqVs~S_YopkT^x2
z-u1HGZh2QHu}AKb9=q~eFMcf>;94iVZ4TDHX;q;j^i<i)yS}&cd*)fu&^}6OPT@o=
zBU4=Fc~J_^LA)1znYJM485Atpb`5Z17M|`v;2?*M%;{qfkcuMJtn+Qxviw${4jsS3
z(?@#!HHir6fElKXeD><wu$n*8ArU}-B<Rs@Cj__f)OkReY%aaL5$tgGXf3;~bY89Z
zzMUs99!N=wtM6iky3FjnEe>VES_P}IvV+jKnjA(Z`L^!&DF<f$RioYxtc<I<F<rNU
zS~oDfUcVAUQ)IGhVTw;+Yfa&LdLxci9&T^dBO@OEWJ~&PkwjqwZ{ZuA46H_bv)(=X
zcIe;g<RRXBa+BOA>tE5tmy+u}O5*e92V0Ooh30bh{WG$(7vtjDa-cAtO$&AqLyG+(
zY=tmJXl5<Dy$&Z?#q{0-v;+0vU<lYrzGy<OynefgBjdyixar6XK-Fmr)1|{O(%H!+
zM>bVek^y}9*QdtO`t!<#cCy#FF0kORv8{iylc6m6>e$Tbo3Wtipop;<MHIdG|4G3#
z2QLeX1>q=B;LGnC{l(KCx~u`!_b=kO5`6<!AOroPd!H<;Rw5XC7Yw@NN~s;8&L@!}
z3*95TL&`+f@!vJf!%~@R$a+iWB%1Y~el_&^+9>ev*;GxYx}~wAWh9UzpLt=zpw*)&
zr7QnsHX!Ho<NdXaL)?saZn*l;<!DAvmW)q<Hv7Uzje(;@eO=9qFZ}wB_;+nen+T`Q
z>S!~4e%ob={<k%i<LW(8_r(49Y25vpdqU)>f+UgDO>g53E1Gq&EH_Qnor-j_KhS}=
z?686R!H;CckW;F+q(9k(n3P>MN7iWFhg&*3KO`#)hY#N<m^k?Gyx!()O!-Ofk01eQ
z#5lz0sR-#7J%y*Joj>R1m8y$U_imzuGV#E1k+KYjDC=6++gUctW#{dPp-)OT9;WhD
zb9%Ec#I9%g@ZBqZ`5+e!Gif0W<3pe--RqDu6}FbA=6{a?TadF4SBqD7L1lLa{1>xJ
zcNNozI|sWs?Mwb+Fv3x}LtULy>deo`H~$IT5_EJ<hL<MO<=rvQLqkUd9Uc92h^f2!
zeLgp2OlQbewO$NfAasn6%`JWe0sZ*zOk_uf5dKs3QUf{}`hdo>^r0ovV^06g0Iy~e
z8m@vM^KDp_mW_8JZLN0I1O~sOY{FsK8MwY(ug)3ZiG(|o(bQE-lQzja*tv-jh82wi
zUvfJU{lIna8|ft|eXq*s<3=IU>ngEcp|-VKSkx39Nz?^2F|d-oOsye8I+4Z1Ic7L2
zaKGy{SDXO#wC9q7H2W~a`g#=S=!ur3o%xP6S(zbzYnJT4LfZ(7ia^Yv54Tp-eBJG9
zxV_#Rl_Q;Cs7kghX|}y8cFE+npkG2vd7j#Gw~Z^96tH`MPrurHqR!<ufAY;}->#)J
zNIQQ=^>Z0oP7E=>@5!f6Y->bTY@gxAFP}ef`rb>|!=<G$$!O_UnseoDmafo-9d>Ax
zdP_GrSL%CY8aST{FWmIA5Mp*G?zq;KnZm%Zd2&z)n@ZM%)N^;GN#!t)HhE5kbFs9y
zX#*fe^e~Hlbz!tfl|DHQHje7NeL%rKWth?jgOrB5+OvrwZ5yFH_LwIL3Ue0ldqvg5
zK5SYs;2Q$UABaM0Nhf0;m)XJtH}5{@L{Mt9;*G_>iDYXdNxYtas!7P2Zb^VP#>H1^
z5GE?^ADx*_i`WdUYA{<ViA8gtkn@sntJA;A@5|72^W{?7B3!$BC2cP=#=y+V!e#LD
z`LHU_5c})KqS26unO3wPtKm@w_QoC1se)<UgQr+_7v^+S!J^oVnTA-BVy>e7%^}-<
z;@3J_@N-NgH|padXAv)>9RuZ_Sz~!zcOvoIGbT=RE%@|`PfQq+CImH<vP^<GDOP+;
zP`cBCh?m5M7}?8tSRD<>Jr@Cv26N1QwE=5fu4<)(d6VAPo$|}=`taE71hz9`=tR*R
ziK(tBhP$dRTuxS;&I#h^wn`2-rl;W3GVt~}ZcWyr)`Ad?v)syy7$;q^u)#2IPqHv+
zv=u$-K~Mcx-&eBSW+ne!Z@H+S?+^OkEM&azVq@<Yeh|&=b%+_8ll`2al{SaS^2*=o
zViMmdY2>r<teD;e%Kar+Wz5oBHrgd+7c@A|_WBdZXZDn=Up4<3r)7#;?v$$|dC}OG
ze_255Xi|-9z-xgV$Rc7PGGGr`=1S@f3=D+bQy|m%HLw}Y{1p7IZO5Wfvfw>-!BNJL
zHoDCe;T2nfPYXDW%BDIFG+H`B3~pVshO>2F7JI=t<mZRwS77(sIabqp@Y}Etp$v>l
zEPBZ$z`j95BRN_=r!s1d*RvZxHurgKqo(wht-*Y9-{EHEW*E|KThAa?3Gj#<k*DaD
zz;zZ2h&t%QGoazOo4b}8#k=2QCz%4Gs9GQk1l4d|r;G;P&UPcS&e|kgoT=i7pw(h2
z7YtLZ{4^!wj)sKuYnnD~`3|ndW%g;&(@w{=gLt9{=68jFJU3D=X48Ds7HQ@1mq0ST
zenq>rI`>MupsI@TW{KJ2y%~UaJd-7_NAn@Ypz@GeZWV=Cbk;Z8jHW}3ydb!9U!!4o
zojc(=MhU5g_+~3nB~4DLen$0r#y{Ld+~kDBu9lk8gwVS5hW93&Q-LI~g~NTm%6!%J
zNDj=OWFy>jNB|KX`m>h46?grWwa++J#<j&H;M7aBF9!~5TGsBZ-S^V1uET^}j<$k9
zi-5v!qngYp1pHxgz<ZbarN<zigGQ0yvM1a{96m-L(LCb+(LuaJjY5+c_~J<1R+I7i
zBP^T+MnL6{dlETl6n8o}`knet2Eu8IlrLcqyQHZ2b!8kaqr4PU2oj(&Om?vMk}3)M
z{e%Uf=JVYLgn@i*Qv}R+?}p+jGe_(?eYyk}->FfOZ3*G@S&QkFZP4d|tE@L)>bB^u
zkj28pzxl%QJEWSaLZT^92wT20vqI-)v)!QhLw+VNZ?7_Hs?xfP5TpXKUNNI3^B0P+
zbL(QAgtUKQ;M;ZXX|Tok{G&$SbH)-++9mcS5c3@Vume9QhNfyZ`YcxCuCv7Fb12yB
z08hY60~S}rXxD((gF~hsLCHXy=UJofyMD)r{F?_MrlTe?3sCM5e{pckSRHGU+>d*C
z;5MlLoca8=Q1*O5)=`McAG434lJ<DyF+PbtIrJFg0|O+gYrH+fyyl|$J+gF7@@nEK
zo)3d@dct6p=BNvD7~in!xbxt<rKe%-@v`2HZ~mo`CAtqZtG&#NdIPNDfzt5kN%bi4
z`RtAPi+_FcG?OSgt7zxjZwV#gSPx@Q&E>bv3X$ly-FWn{_T{GP8?XD@lLQlac)7@l
z-ID0NoAky{g31`9=&<@ZBWswI200_1Gx@X)CSl>hxolt}8*5SXxjgJGyMnm7i<-3?
zohAv3RpvO7QF5QV=oYm>(POz?!_DGqLYSInbkXt1LPX&z++mdF-Fw4(PgLr3m3UcV
z6|5FS3uVQzPB;(Y&L7itR|ElCdivK<ri*cWZFcGtgZ?=|#?`LDZJBGAT3Xjq&pM@v
zjV!@THok6zWO7Iec8V;ydT`|G!w0sXq<s}P1C~RAV`+<j<G`!(McDpRw0e|7c~+C6
zhx}k&Wc_fu-ZuRDxMz2wHvOvnOC(va%@e-;=cw(i>iWJ`nb0I9!_sEW{7}cY<!^)P
z<kEx1hDvXZDstCO7hmxb9-Y0@BrlR+OPp_x5(Mz;gxKFx?FJiUnlEk!?8GU$8s%H2
zj@&=M$?!GcE~%gQMTxZ$Rforx7&rUwgf^@+pxmzZ8K;<LfO<VAN33W_UyZ7alNs2>
zX}!ws*gmcvC95q0ZEar;cpZWpj2(qIeCqjQ#_o>qk9_6IZFoJ*KDe`e7JjqEhBZWy
z(Awd%Y~tHiae$VJaw<={wl<2A*!8mln~8$>CAwd>Mfq1KjBMRVw7*4je<{s|R#k3^
z(?=$Xu5~7_K!Ce#2^m?4)n_Q-dhDU*`Ih^2jeTN-r|E<++ep%+RN+Uo?$LG&I^O*O
zX(P;`)S`j`$~u`b25RK)*&6|9i?6QoAjlTk69%?M2ZR1&(_+JHsoSO_W||IopD-!z
z{H^`c*9SojXEiA~K3xxf{R~Dg8?YvYj<S}=mTyXyNo}s-dQeXPoZ3G7IYRpldxT!2
zh&i~uKqv}KcQjYtYf^0RRl&tV5qDjo5Uo+&lC&Nmyc_Y{%45x$+qe&1;Wsh3z!s@G
zIsEh_`F+a3S4A4J1Xevn(DQNMJD@r7VvFTQxfOH<{iBWfE}G{)?k=d)PD+)XTdfgd
z+0lI3DK%e74Tf;lGPVON%k}hjq<snCvxLB57RC;zLVQ)0)c}tN+CgBW*;Jw<-^{YD
zQ-{`jKd_Zzry8D+o5_^!jx3x5>t)vqbw&j{ZNnT=lEw@9Ac((xMw)tqOF6;#D(W`&
zC*$8ks*{>u|HL+e0DMq46VIdOn)p(NjyBx_xuY@#tK8q_GymlTR|+HRVrq^?%aVqr
zL9I=#b8GapRL=rgHN5YJG|#hWXEhXMxNl}@Zl7&gJqMjQOP4g7%=2z6v&{-VMJa8r
zXzhNBrLnV^>LXz41<uq}T+ftj*%zz!u+fUCO5Bj(ko$=<A<@XxLm4O~6kd8S?#jr1
zYa`S{@$y&?gU%u|NhSs;zqJ)9xEBYJlTQ-Z$y<k>iFm{|(9r<x)T+-Kuh^{IW43aa
zI+qSpg$(0eS7&RLpbNm=bEYfhS}2s$cONL*<hD#H7WO^26{lQ+n^Y!@-RAACteK9+
zDiykbYDwDREJtU1EX!w20?U@KDEJ?DyE5MV+2_sN#yTn4+^_QTMjzq$*8`<x@4Ja&
zS%4@?rDZOFZ0UN%8Qu=lkI>Khc}+ghC(>2If;#7Ao#dCBv7~|;j2njT){|$>;r>CX
zd30>Una{b~4+n#`9>179i09yg<;5eQrAF0x(d<@6YG*uCRrC8K(QC$^ihN+q&J_DU
z%WdAd7MZ8y&o!t#P?#)cQ!P^q&ybf+X@2L4e7@J*+NLFOy&i&=q60EDW#kQ2L%^X4
zZ?#=gBYyOt$OZXUk&ultuw==$+frraHE~!hQ~R7b^DjP9QNT4cUgD`DPp>fWrLEU{
zurxa_2MVRVoR2^~E$_k7pb;x|4<<+X{87=OyA>Q4g9665uhG^37o^^SOX!N&kqAn}
z3ZNe{qY7gt{hZiRPSt|)6fDhzEESYeqYQ5<bp>XH5olryrGaT3v##YbVJSnvO1ASv
z>PSMxv`O^r4;5D2pFOj=Nj-0r7)?diC{Yp|gm4RWMg83EnO?{}#obYIoAg`>RfA$9
zG~%)(4Ou|-`vbeyVhpo`iaiqnr-y@Gsz`z<pS@W;drn`?h6r<1y}$%8<-R})kA?K)
z%c0(H*t!1vp!IUg6AOj{y(Dosp}@g8nRXmFXHwuubCHK+27nk#e<0-HlX5IE%bi3!
z2Rpzv23q|k>{}vJ^hH#H$X7C~5@=>9ZXDa~;eKEIkCz-PyzY(DAd%3r_;Ajvey$I#
zIEvDX`Qus^lyom^GW`4T>d@sH1K*>;ZfIl2{HTD|wkT05A>=-rsC4X!f^lHC1#xpy
zl{-NG^JK{tGn}r`c@_o34tzh9$JB&wYUBhm9smZ6-UEqj-}Fj@uTVIACH1X!LGx@6
zhQ9_Sp|~H@Tx#Fs###5}uw)(mk1)J^-C*6}#0p*-OjKPPZ0-`lopPK?e^DR$6$90@
zVhHLQO<k;{zEmQrISL{>zP{SYhJQ~+e+$|Yi5LDdNnA~Lw#i9X>PQDW!H@2?zU)3u
z)sQdTNQ$sS160SlHD0*{ER#ee2-kbBn#RN@k<bQ>049l$9>)>U--gPpjuTsv89E#q
z>*@V1YbiZlL-e%RsyciMO0hH{CmdULqi8i6TT9xg`(>ply@7N)XbP$YV(yd@euQ(v
zd2cSTQk@?@8B?_c@g24nHUz*#J9M%%5e*FXCKkP4GUFV#0T~l*XGSRV5Qjwbk)LrR
zaY3Y{4-Um>DETs|N?Pc|XBGTT6^(aSL|!3Ph_UAxLrhDsTNHhz`5SvHZjZ)9j@)M?
z!xI?wN<Kj>L=t=bMiR-$Q-`JJ9|x>G{9XuPWiYq%G3sH2@RoXm{hD3p=G%+%g9HFe
zyA5FUOE<SoG$&RF^3HG2Opk%AMT~32WLFdRo%xR)gVI9$F@aFro`pNZZ&+Y?Gm`*6
zzmEr+ESJ~Pl>;}93>>S=fKjI1_(x+2_a_0Sj-wZnOe9{?ib<#038sn)-F6tfTDNta
zLL>xMtUF|4+hG3S^vVf@|Iz`96EbTH9dV(~`4P>Ay$Gx5+q&~V%f8`_`k@L1w^tXF
zzk&@m57g=2jz#RjRjNGTW;z_y8Zg_f{^NUDzqUJp9ulw_dj?tlwXb7A@0>bdRExm!
zw$ijK9;Mo^Nn>cP#L(o1v|L&uH5cpe59yiz1NNd)H7Qq$+4tUMt#9V8jim(5?@xRG
zqSps|*A&zK&_~i8BA1J#uD*5mm8c3^H9xgcpr8n&C+#^w!7xVI5b%;f!5@y;ytAX?
zZLS%Gb@*2R+{gotF`F?jZ{8^b92)FEY>X<6?mlks1LS-jR`s9II4G>{n14TFyRru3
zTmG+~2@$`z)Qb5}J@1#52vDK6G&l!rOql}WhfyiNBIxCYUH^sX^$)7L&dkmka7NV3
zi@w6A2I(nKgz86!!EOV+x>_VG7Z&V~fH(q@t2u-`JZ24K6vDr=&QPLnq)vNk;8XI*
zlEOE&@CYeC-e`K3A%9<xOTJ}5pa0~(-*5x-RKo@r{C>BNBc`fFfZvVs$A<j=X%&;1
z6)_m*%rO{WAM>#i;R7~LG$$mpdT+gZHxl9<-n`1rn+YvvawhEBY|CFWWiFz)$h~Nq
z<AhVqNfoPk;r)L7Da;!9T?(RbVn6O`K}bm^7_{H;-M2tcYqm6HDHz6`NnP%EY!6fr
z$1h>BR)d4{$S)UmBrkkaC-vYed_;UJYoLBC+<<OX$0UU^R4>K=BzrT2R&u~FVxD@w
zz3d^y_kMu*1Q2oYzmCm%jwQAb%#mOm?{ZskI+X-JaX~nWY3QUB3QO97|9Y|*F3i5<
zHEXfLuwaq#jG!#v+3|=SwvZ@INDl1!kb9*oK+n5tk+sj<4@nJf(qkvU<w6Ds1{hNf
zL?qI~<i}M{;+bRp%#Jh_XM~Ffu~NgwOh-$VCCbR6*u;}2$(<owY<MRGmP9Zc1o)Wh
zJybVhlC1yo#+a1JZ8+OCAgpVPbwc<@U{8lM-AFu%F*~vp|ET<>iFrT6+n1t>tIUIz
zw$N_`DFpt=n3S@57u#S7<O_1wZOOhBR`!h{+!Q56(^8v>>@(VcJj;-)M9+jv$`^GC
z*k|5Ve*T^;ff49oQKT=X@!<wRb&Ht<D>NNz-<_c$cMRBAfEzsWBB+zEWMX&`cNSF{
z1N!DA$GZQzZ;-{S3?Dt$%oSnr#J}}!0)3V3i_oHA0sF81u{j2hR$LH5z;KIAzT%>G
zVVsF&=ObCTVz9HM%76iicaVK>+BDi;>?8Bu{=vHT=<E3H0H2ehK15r@=A<_Z&RV$W
z9`+;U4LN@SQ3kzh?1LwXU?Mn6DyGvmr&pu2i;~*!wm-xUoajlze7i@uJ$`)QyiI8-
zrn^k$0M=d|Pe%MI$82^-imFXZ=g%vLem(iQJ~|BUkfcd-UX&~T0#vABi0sdE%ka44
z$D=DkD3h72W!B31rvD@}u#HhMlHXTQ6x~DJFaob)ZE5uKiSHp6EFauUG1tGJK3T@q
zKNJ6a0l<Mp`%=^_UMwMW`m=%=xOB9U+84O-i=m_Z-9gQvyBp+)|C~T$(G@wtxdQRP
z6?P&3Qw`>)yi{R%4?P6+X`0G&fg~#$vH^G5X-Q{H{uQa@tp>qjPR~|Iua5pE>t#la
z8_khmN7T2AX*)Yr051rHDbMTjgQ3FW4D_LtfH0(0Uj|W3Da90IKDQTu7?%o9%GMRE
zM0p315D_C>y0Q@;T~Kaso0}NiI+&DL)<>@KR8LXIUXeCm7DR5~mXFb#g;);%F9ZI|
z+OrVD=rSa@R)KTdB(7dLNuZv;%sHs$&ZSPC{>4s~(Nw<y+>j^10EBD}=|!dHSnwv)
z=SlVU>0tHtEJ;(7ZU64zG+eraV+7U1<I_RQsV#kE7PopF76C$xghi++cy>o_OU*Na
zsbuj*g{i>SH?l}JeUSzN^%8a95w#Zy{R~5VMiLFk>V&KJKAdqJy8m+3f4RP~r9UAj
zqCL|;^N#pkrP$waoM^n*pVd6kj5eQ{TTKwZPY$?*aq|ZhJ)Sk)=$f;Il}{8{@@}Kh
zF9XDqh1m7RbYZO>$g2g!vQK$*ro^IuW)^Z~t-YVb^+un~)t8^Huq=K&=-`P?78aiD
zfy--_BIBSh+?cOksuAQ$l+5bCj9)L-cnWGoW>wET9;?rm$VZ5w#DO6EcbqLA4ta~d
zdrokUM)2L4As+nsRRVs=y*PG;RUQ$EP5u}a8)%V+hVH^^;-OH&<%f;J71b({;2%W!
zoa0Vk>Id;+DkZ+H<2dDhVyc)detqa9IpY^Q+R&cERUSC)=%n@%M!ghD(4g=nFf3}5
zAKj~2yJfwmG-6e;ur5%gqzdS=rl&kt!2^l<I96fZA3pzj9fT5gm6Nl{=|*CiKnT-w
zg{gUwHu`G7QHTnkHVeJAfx2S1y86D_`xp$Tg=xye$$QC4{Nl+U#(h`|MOa{Ib<bdE
zvxPJ{ifWL4RAm9b<~Kma9R)i&g)cnL!%R~C^Fk>G$XG!F5I^pQ@XnGj7&a?PzZogB
zv^Hck2a`Tq)q7$IeuU8OP(IVR`^$!Xv?YAzocW5f(DD%lg-l*+EgZE8iV9=}D?L%k
zP~m=lW`Y-9dGaJoZcwExUwQVfCj|hlB+VJJl9gW2z?Py5EP$F`(b)-HB@-i`Q5xky
zTCgO1%Q;_a5kwhg;rPFmL}O607KXo~d4=8p8g=<4XE!^&U<uZ(=vUeR^m+h|EUY~B
zfIIRpImepI|2}pforg&C>6inwT1tS{R^H)WHVdBO9V_Q=_1~S1ca9;dex6_WE9^GC
z2kuQ!=NOkC_~k{Qb8aIdSAZZ4wyq%{H?&2}!uRyZ;kqhJnmsniE5LmSOl6C26D<0g
zh2XC!CS@||<2@C>@4nFc2f{5)o9Xn`2sp2J!mm$GkF?|SV&Tt0urq>uM;uY#!$p|q
z6M(e~i?o-c05?5UtG8a?`GY?vdN%Ij^iN|H>RQI9*GiDk6boR(+}GN#J#OF;m;g9-
zwh6v}_YmK=^Lo@^Z&v*geOll9T&TlvTQpvto4C?f=r?O#1>DB8Oj?BNd<mw{hq`3s
zFqOsrPv5bP-b$$_TGW*UdW}Grw78VPw@Z6}wk_wV(0f=<M~>h;Ki+JZUI0O15UZY@
zFQDdf$D4})YPbTwIR%mgn>inI<8-KQ5+DB=s0Tdjsg)Y9M*Yx3?Q4S_WpF6(I92H2
z-Z3RYzR{<$JAP~+e1eLB@+vjb=*LJ62~W@1!IjM5xa!06<KvWGPVZoxWzdVQHtwCh
zfbTvzrWO^!RRzL}H?gT08ET`U?KDVbjoEi`C}$gV0H_I;J@#pK9-XvT+ANTB{T%NF
zXBF9O2<i$ZjpJ$Ovw-!Wtoa!)0hb-mkHO7XpKXSCcNM}L7dNWOiXW?OlH90~g@mx}
z{_o-Hr-OIG<X<&kb3#+XT!-V)H{aO%5Q1%mr}y|xBwhhO@H(6}zGkDR-xc^pgc&~W
zh~6z@!O@M4_Fo3?<J!T&Gk;XyTq!@{$+I0vU&fV*?&u<;%rYz2Knel4Xu^>JL_!ig
z_<sunK^m$E_*(6MlJXdP2zS!~j<IK}bqo1MGb=YsXK^74z_*In+3Oz8pUw>u&N@H@
zDZ;PCafrkCdVL>mD@6h=kvYE`dV1#1_uDzy?%%*A&-a*{KgA1*FfV>-xPz$ww=@4A
z7yduaoP(2#?f*D)mj4+V`2WulurU9>ICFr`q~jK6Y7U?WBuayfC)pZ=NYK$$<-0l}
zw&I3i_-TL-woFmAl0HGBQOR}2?8&gl4JaNAp)YDGSsNc6!7PC&_toJB_9sJy+$`nW
z?&I_2{9@JbIB?sqqjK$gc~)(!+hkF%_21Pe?xryF;@QdI@*BEYV`Vx@$wG?9mowmi
zp4Rr~zvj_G6Dx+v)NSiJ)tmLYUz*EvtBQ;j9qR2#zfbNSbWhJJso_q!^q=WVx06Fa
zMv3i4$9rDZZ&&5S1bb(UDd|K<&D-0sr{(>y_h*=JYF7<6pu?$~s$j!)8FPy@p(`er
zAM^74-pl>VoN#mhJ<{j2a}#4Db^%b87Fb81ot3KQ=mMK(czabQoNnt}q#E>op#Q_W
zxoTQab2Vk=vc3`+^<E@J-TtAxmZBCj=X%`R+5QowQCX|5WTBfmeWaOzzjF0{b1_)g
z7<SU?!_TUl5vQ!ya+uNm03;I@v-?_G&04joxReSspzv9g;PmHr^k$1;Tn?tQ|8e$T
z%WKPu;<72B=(?0a%luV`z1DV3ES%=<!N0${Y^OKY6*~vHK7Lu^0x;fV>|wJ7@SB(u
z3&P}Ljc45Jk;``=+t&AozWRhRbvjjm90aC@>rmZcarP(EfJe+bh*BqiI|H+|)J*cJ
z`{CZOu<vfa2^g<@tC>#4n6C|)(>Gf{!1%4c_f`;as7a5S`POHc7KTfrH36O1T^{ed
z)5dPXCJ0MGUg-0o`<$ydn>!7T6HX}Ty}`IG%s*KkcL(E6Ls`0Sat<>7-LPfhBtb#G
z?pnb=67YuxIOk?VRS9v4myIghQ+|Y@hV;|wU6ybFPDx9x43=9>{`-%yZry>25<wrt
zg$TZO3#$GciOoy_s;<<BCBC04fq{|5qmt%7K_~8~p1#n0d8tcIvvEQMEb-I-L@yCi
z>t0I5ztBov%w7X3RXS+~`Po8eOjcug6xXNkvdAqr_4!)WqbjXWe41{rdcIf2+`MGO
zE(D?vnr&Qc)Yuzlb4nO=D&*>N;VZBw)Py%mR#Yp?M`Ttx+@V0$?bVaM1l$bEwYD)s
z`+SXFhT!HTni2-g@ky!q(Oo@qZ0)DAOPNUB#AaC^Vl+b^6~9q5OD$?r6Hb+<3jD~h
zPY&^inZ%DK`y${(32E|XsqCQe7mDQ8AOhOB8pVxucOiyOeaMgzgOP?b`oqeP*N~c#
zHcg!e-fiW^IwTFSP}0UqKBJn+DkXl=TIsIVBuyl{g>57)3MFj#KO^==M7S4F`em5Y
z%6k)i5W8fi8KJI0ZP{&+2nc1zggE9W{*d(X$yx@u79gfm@otAnif5YN=%3ZC#}|~F
zKSFDBEF`M2lQMlnH&0L3?bP&$dKR6zJ;=JqnvCQqL#x5-`LH!F0Adtt7dszw3Kup!
zc>)V?T8&hf%hA?LCD3(jn0j;JVRs**n&{nE^H-QQ)n-Ugl4m?UZ&ao`m+g3;;rR$8
zAcWxfVu*dUkPKnQU0SitD`BRxmdRDjO#JAj@7Zk%FJ{&}b}MCzTiBBr87r)2&y)IW
zp)BL7Ie4n+UB))>vUmBm-tecj<H+j7guhZ+Mni|<c`(|VM{fj@GRqN#f%6792Z0f=
zOrxe-q5t8E&L=BIrw%u7gJnANzC7R*edSu?A=#fI+1oTLFS0#4@B_<iU|x<$ZD?ln
z@ODD;<1~VeX%QWmY7QC?PpY1qGjnd+?8ASrzd>>#zYW*-*qJ*sa$t10s=~~+fhQh&
z@fhP~ql`m&UAC1gS1J5-z3zk+ZNkme;Aj^5orMvX629gy$0#?{JK<MpdiI8U$-GIF
zx>PI(PK)ge9x^AhZd#d8PjTZ|98w>c57(A0o2L{zINoY=xoqj!Bd-tQsKm7p(b*kE
zJ7L7E<C<Aw0}78X{xba<ejaW1$2ABvFlM_Djv2xJM@$q+r*-3`3TvIIkxIZNLk1#J
zB{Y(rr+s6wNELG<u=od~B=(+)yNnFj^(=Uo%)W$*llHhZez!OVb2@jKo@DZy;SN~!
zWj7MTlbMS|1itZe$GKJ~J!Z8KLUaS?9p$6-ox<9IqPSw~a3eVF4vo{WB_9&FPci3C
zoZdX1a@FJgfN4)enCnrb0JB0H#fq;I`Q19mQ7IuPxE^m#cf@7gniY&b%rb#v9umbe
zU_$W{`P>BZ9n;KsWYE(4XO06CiW#b07Ljrn#P9COLWKz>VKQ*0XvHV|??@^A&4*H?
zHz_t1U4ID!>W;*yTcEsu&q6jF{%Un;z3hVbvvmT+&m1(tI^5HdBVnA*)mP%046&y{
zO!Oin;*L<eeAl?Qt(Z(tX>Y*ZF^=UO=0dccPW2e=Amh!kYp$$;sEnP&2LKxK3@Dn_
z<FTa+H4d_PX8&Rc+Q`XYivw8(%-k~9xB(+}QEGSwEYn5Xe@~QNBWYR>^o3y^0dIn?
zHuWi6&0i>vns?z~#@5Dx&5N%P?Drb<iNAJ69kB0xW^hpuw%*_T$z+knpxXtFhm;lM
zgU0_F<a+^n+%f@B^xrr9oq2_qa!E^5t^*KNd>dhZHJL13K;9{dr4L|(Bn{+gGv$hn
z>4SG4GbN$uE<&A$fPygaZzWWTs|NuW=fV)<qc)CMz&GdkMdSD1eO?k=`E5XB(=%?|
zfV#jKAECY+`%zcp(;xUh;n-NLjS<^3wjbcp(JOWG5BLfAgMUSFod>Q}W+{#&q`8?&
zCFD!SQOJYucgx6)bTS_<Lg)mWj#ufwV?d|P^QJMe=zD;2rX%g6oI*BzN`%P>t(eeb
z?!Lv8P9mX39f?)2Z!2yFTEM|XIlGptx;gjBM=9PR)NHY8wn+o5GfVH&#mKf7$7oT*
z6{gfN6)L=7(w``+Zby@N-Q?Wa{TO&b5#7nII!VU;vH!+mxZ}oi3^w@?Z{>+YG0GJP
zZNpUkjjoReG_+1>C+FyuT)!C`Sw*Y=rlXI0q}guYjpVP+cYk6)(RP-8xyIRAZ4Y1y
zst4(lx)BH^V`@6@y=F|eOdqX-4ggyvf?JNp#vk-aw*}`m5ndMo4$P4(m}vbKtif8U
z`U?R%wkmp!GgLbQOtLj0SUGAbC6{YcgLVB^;Mq7+TJCR&nZpU=UCwjuLLm$H&UMop
zBtupbL4lnPwf|-o0mSg!(fBCl6p&y>P<P{{pyt<xcLsgZ`Rtr|wb(IjzWn}9^lb%H
zee1i2`F{-hoBfbBY{Qw%&jQ(vj<f=INXQ;>659WfnSecjq<Zt!3jhZ@z#~V)%^F1N
zQOydCbj1)`?qCp+xE1p-_U-P+LxbVKtU+wu3uobBbLuq;gzyGrZ*ug3Ov$<nCJSAI
z$5bBj6?l)G>Tns$X-Dr#<OL){ScaF32qJ1AJv2YXifsKwa`2(+2m|>B>i>JvRJ<hv
z^hlKL@h>PHyd}f`<;=vq)2UVw^7j5O(0wP^Wzd~z|DX1!k9LeOlG84@P7jGCP>N#|
zIZTcS;&P?V?!RcG4nic^@*^C)eh~yI-Vy?`0YNIJfno+?`EZ}bS@C9!BntDcB@0`m
zMTGt!dY8^7#g`U4%4HX$c+e$p!u^XnzFv`F9n~Wxo|<{A?j!u%1`gn6WWGR(Ry<cu
zEwb`tbq&8H3g-`RG@#w1%P}nj<^O*6%246_^S=JP=p};)3HkU%xL|Penr@XcKIR8F
z_361z%w-6zeoe3ADbjR8?m~SZr%(0wBEJOXgS88Jxgvj^2G5c>DzT}cwHq)VBt(mH
zWz#vQ^><?d8smMZP`c;5*Awq^pyK{8anOA>v#~h*KwE{n7LPvcNcBfgxQCNV<Sh~*
z?kxG|5I%y=iN!m`N?DW6VWm5l5+zfu?_LpCWO86*b>WhHf-3BS0}#sk3B@GFL|iiu
z_nWM^g?u^Hqe#tYhZzWoGZh7YB%1Ety2c?8rsFLm0TV|Z^$BP=I}o(rQ9d^A4OV|G
zTWLbv7;9G)R9o3ngiw6!4ZD_kA5yG!W}eNXH=->Ij<13pZX2$T>>8wApzdcptGj?^
z6}dW6zhsgp8S2U?h?~5h;M;oy)(0(0GVnhY_s#%1j)%qFvVSpkZ2l?^NRaPTgku|T
zi_A4<4j=xp&AonYZpV`N1_3}&TQmvzOgo+fxE6WosBjg&C_e9H93duRtqTeIpW>2<
zCLYQN5p#1JUqn<^9aFe}Y<xn?)1tq5vZ_=$Mh4zB@0dpE6bR}9BlWSnab__RqMZ4r
z*HE8u)FCe^v{gim_DYj*e(v`sse9gF5T=ys?IL(Xkf<}XL{x}bF5c!>QGNZfCaA~(
zCmBbWjEEy$y}Me$=DwqGMh%utKh5s|>IVbt<jPv@hFm)GjS>%pG_r7oi4kJ4n%O<k
z#sMdg*wDS`0uvb!SUd+>ot9#QY_5b2+Y6wc1q<9cHK|k7{>A<>jOX#%g71jgR|P4;
z($LVJgY7&%&`uIuUwvCqDe8nEBjlDrU0v@MN=JmLpLj-eogDD$cJfFy(5VYz+Ihy@
z$RgKQjkoxO90g?#B`GLFBs`fj>j{iqV$}~w=%_KE13!0ZM>KZ*xat(FbsdhDFgtiL
z?ZmDLVk__sp5#xc+Lw3Ca|a;zY_8WOb3}QDq_#-oaEEv@kwp3Cf26TfxF#WLl+5ES
z3^(^O!jpMLth(xqiFS#x9F#*P8FsAhA$P|1dGRmM*WHmp=q05C=sY;)HhPDe6td{d
zMR^QJL{9A_!D49W>r(-^xR$KUT4X84n*k*%Mox$d9-s*i%MP~PvF*uqY9{2A$FTej
zkARe}GYOc0FsfCctgayd=2GmAQg?Q&*c0fDBm+0v`%Z)~CoT%7+CRBL%g|%PM+?)&
zghsHWiXzhLKx=%RHIxmBo}x4MM(D^S4-862ET+GMJa{a;l9cCt$@5w3Nw4_ERkt&$
z?E;)qi8(C_kLx`#7w@C$gG)ex@R;bSGgbXM-;_@TI)4N+B-({1txj|*(zr<7O&F1o
zTRmh;9V>_Bc{K9+u>KLEXeTQrE~yaiZBLvO#i=fPeN-t$ro7WUAbIbaNCy|@|L*Yo
zc^$t99lOLR>zv_sPDu14VKP9509yV)!sB|CD~QzsenixQM?3_YO|NFS0#Ks1|ILTI
zgJ02$R8$T2fn>OL(Qz43G`!SIyU=qii0S6@?-()lVra0yP8>v8sfdf;SW1nVrQr5M
z9dbM2Z9f43d7)2H;RQ##nE+jndPCVXJ6&F2J`-%zpt~rs^`-q`vf45go7CtiRMpX7
zQBb+ovOC>((OI$U;^;?Bh?$mnR3V@2AV6ee;^HL6u<N2dU1%IMAtwr`!bHzP4KJJc
zS6Dc!zd4mi3vg^1R|wi#d#5XzMjMNv)FK64lY&Cls=my3BO-p9TTC}q_@RL(w#V10
z4$|tDwf;$Sg7aAr%FhxL+()}RU`UoIkVxlep_n93MP3Vp<vV?LqcZHx7iSDIWX`f2
zun!pv3R077B9H(*!LE@_|6ja)Wq1@zuxQ-fod|Iv8+UhC;_mM5PK+3FS7OA7K!gNh
z#NB}?5#mBT;q5MP;OM>g&-?b9o|*3I>guZMs_vSZUW==8_h-p+8c!yZnj{-`=tK~p
z?;Izk<Cz9Bysz>@jwtXBhnE*0eU|QQTh{ZRnNj4ffV&x<NiUPeuHbZxjhQ<iPBnat
z`|^PxZ{kNYjldiaBI+j}IJYknl6_?6(R~KeaXO~71yke$Du(>T65dt@7T9M%JT8W5
z=HYbOFJi3RukMiaJsfxwuc-hp=v;y>Tm1r&`O1s7s9tn<M-969l@c2^>x#KKp7ni?
z!$GKghmKUQ9!3A&n&kHGiny5`l`tx{hvLcI?fsjh<8llO{>vzL^AV2ROy~#bZ{{ZK
zoS+T&7Csi3zmK`8wwjy&T3x9-e>+hpZ<$@`3wb-cNiy`FNDO<QjES#=UO}rcE|<v#
zY5myN&^BR^bpwm`k>ndzVoXJBTO+CrH58#`5|P<UmI?DJawgKRA0LKb7@0r9m|Tay
zru6d~BwV7G4K3*E7emYs4K^vNxR!ZAt=7%dATfDuD2H6iMZj^TU{dmM%lZ89LUMMW
zxGa=eF*{zZWrQ-761rpF+}Xxq1Az!PGNPnv6;%MnCL$`){>f?z&$D;AxICufd7S*!
zB%%@9LQgR;R9^^@*6%OKH4O{tZpcI_QpRD9BT^-)s-25{Ky}57e00DjXn_+VZW^)*
zHF+?lKH{YAeX#Pne9=5xAdisd)l{m%xS+Cm>CIL309{#LEJ98>JrZFy;To#D@IxIL
zj4U*MPa%J-kmoMwN(Hoh?XZK?=F3}HST@fj({LY>nG9;mT4ELA;+(L^;W3<0Okn}$
zsePmg>!Rd1-+D*@f~E%q-unC4KVu=n?;c$u&8ZWovBbiqxetIfZWfN!m>A2f;M4y!
z8uB(c2w(H-1*Plzb*LR(eZH}H1(ty*oF{xKIaN1C4?JShP+ithsNc><1!Pqa2cJJ{
zAjXLQcr5HYN0JLKVue>AVG+c<xqSLn^E~<GQdQQN7mh+gA0yK2pwd$C{EHW!at&Da
zs;*2_Ayg=@yO^{)6Qq!NUQV~J@zqm3kw``sw6B+sn-c>#3LbyeiJGU}5|?qPeT^Vg
z?=_qBRh+z0D4FE7Ul`qoj%E1hCl`w*F>_zDi%lf<g-OE)qiDyNH!0nGhPb2|N?;We
z&60^xW``^!%AAs2ES@fqY58s~*$ckGp_FT1yhN$ms%L0g9kI`U4L3iZnXRclv%cT#
zOndO6*17`~eKk~1;Y;gF2M_9xiEn7|7)_#zbOeb}oTR4?g10`kM08bo*UvV)GujY^
z3En?G8Z3n%-p2g6Zx?Gr__Xo#fheP;^nf9bfb!?ew|gx5oxAq>!rU*1UI;f5I3cG|
zxt@2J=!t7jJ=NY70KBw|J#6(n@f@gZ8nruYMdSK*YH(@$5PATc@#Cn>Y~Ow6#n`)-
z2AJbx0ue&qSfN*)r|9D1d&@PH3SQEeq(vMHHWc)c#J)!aR!)NoJY}=aiWCh<IU6hO
zw4M~oj>(?3H#<^Wmn)C97JZptD(e*(6+~yM<i(8MR<^;RUyYU`FscsGFDyu*cC(ZW
zEV0f)3q}ZKe)L#LJQctIaKGJ3$MB+5rumd79n1USf~(<D0Ofo?=goS{cF*FxuFt8r
zM@X#A2isD!7V6d4rXg{(OBL!|hc0WmB2_#oD`@<1G+p;z5|!5yv`<k7ZqM=8inn;|
zK70&#V;qH`(z(V}pl{Q?vr7jdqkdt&(ZG7ZPJ;^N6ZH6aW}bIHhdi#JfF1?w;}RB1
z*(wC~e1lLJi4p-5aW!<1I=%e##R7>N7P<uspy(d;=|e)sCdY>Cl(D{O!9|A(NJRLG
zD2#4d$pK<qM9wqju+i`!nYWKIcNoGgQtVm27`b<u*V;RW$#@b{ieuI+zk696fbfWI
zsa$+Hzb`sKg5!B@@ecYEQhH&@O(?HP#bXjvhTThjzzh$nGSD$lJv|K2Sc6(1rIpvX
zZ`^7_-1qQLGQuwAO*bgYozIbz;3kMth@CpmJax~j8-toy+|6VRdb`}ucJ<sO2lgVp
z>KlBrP9o~xV$k5&GAP{4$;A!$8H4^Amj-TSqv7Lh!J=YfWx=9oVQyn0=HyMT2ioa|
z3&2Ls&C6zh#G>Zp4&2v<oD~S=YT@Wk&JGGz1G6pMoIG63EZl%dR9v0R)GgfgSb$sR
zkh5r5c)J7ZNqW0WtAncoIKNksaspNdaDi`tJLIs41Mh(t-N?av>i}_zyE-}lP60D3
zhz4d>10*2$&u`ASf%SjH&;NfA&j$L&4M-c9csB6YZ6IoXBmM`#|Au(>-!>8Y|3N(a
zcY41Q&jD&&?a#!6pGN#IIS&&2cg6!{3{)F(u->?lv&h?+yOHZ5eQyf@l8+h^xTk7J
z2IN3Sd4RO$HxYu=;U}UWrNG^jY+T*k$-&A&&Z1!Q$MtWL|D)QE=EY6iP3)ble$w$n
zF_k^s?QI+_+{k}uouY-ii8&CGobwOO`=Ls|Gzr)t8+UsPI(>F-F5tnf&&tZm0ZN!b
z2>_IkgAz$l;s#3GL5U40aR4PIf6j9R-CBVXa5XTnHR#sjk34nI6}Xxw=n9PLS2b`O
z;JPZHQYTOX#sWqFhWkYU7>hj!1YE=Nj~cFj<Y|Dez!ZS<z*v6K0xtCdfjEN_aKSGM
zz>R~Eg3*ip0RqPNmo9*Tf3++AN4sFSUmdidM`Dq%07_Yp1EeqHEZRD{Ks&$+9P*r8
zyuj4a!`>cfMSd8a@1kQ-0-6@`@8j*4Ui|t9^}of)2BHPr1!d3`m`JdUevt;2f-k7_
zFY@>$3NUlPb$<x}+%0gyFUf#wfV&T73Ag~vQ!r+8P#eEcfhqWf?=LmLsKBM*0`RRQ
z2mu%=xUMPa7OVnbq+k$<KiUA-1;c?G{{;so0}KpS$G?!q1VR87H&{2oxBmnOM)0ev
z-~j<vByf{pUV$-#yZ=vp15*zs989U#AB2PRz`gv{BQPqkI)W202)K=3z+f!DYW$)A
zJk);G0E0;Vxiv6LzyyJ*Hv^U0ff6vVDCi2@H*f;R4DQh{;9uk1?ca4AzzO&_9anL+
z@Ff3kM1Scx&>R1>ncrRZAKn#-MNE-J$;s8h#2$%7Sw)c?fW)F9PwwvO0o;Y|r_cOl
zaaq&=Y)D{iYQJFz4X+<QRSm$71OS`TU*%vQ_(%EQ>x13m&vG^{BsTDHWl>{eMPdUx
z9pEJ!65IF3+`k$C=5iphfye)^w%C8U8PFud$_Dryx(}Tw@FR4P$xwDRw{W#_w4#$W
z2hJR9+<ky~>K@L{_7)DHxe4oUUIy&@eiHQ$od&zZpXKZvNbF!jfHeK0pPd_t9V`hT
z*Z$5G_TRWFX5wZ6njx^rtH?^qX)vn$IG8%wD{6o}FVN1Jx!O3pJGqjxf9DL?_k-Yp
z^9Wf94JT<?2}KiUa+aUH0@_9`at<z5aIw0No4bXBtfQq9IhZ+Wz#f~rgXV3(x*#MV
zY;3<c$nnb{{@9!F_pJ&4*u0R7LrCb4O$rSX1kt+5Q6jvQR*4e}<VG+oWYbYzR5s(2
z8&gISNW33k!hb)eBHw&wA9TWg7_}tA1r-GM{1d@j?MX=d7Ptu3HS_2hs76f}t<p*z
z-@co+v;10V8Dwj&yF~Vrxl;OEU$bXZue>W*WwH{RG-GNw>G>i{zV-2QWVziey8Gd#
zVnpzk5sn!?ohq2cNHhiLqgYU-9o-J_=hMp!1S+{`T!ZF+f8LS+EU+H}{5SqH{p2W<
z42y=7rlSpLcSdqBht$3gr0-IYbOaUv_3D=hfE7S;1GZ}7=nevM(*p}!&EOCAgZR$+
z8{dDMR)60U@}Kz*_?_>{01)3l_(TLjM7L_hG?d6kKGs}9$1tOeBm%O18DD0yushd$
zIoCg}+naEKI`LxrSQfF`4BO_|P9ikgvcJgYEsw&D2H`Rv0<XS@cL0<qSK`Ob?7$TN
zoKcS{d&0BGw1T9f%}j~s8p}FM$fl>X`ym4dqg?#R&j$5xqtuE@yIruH<CA!1ikf8T
zS26-SVIIgKvGw2|Dybd+o$27A{a2=|%ByL}DKd(>+L-)<&a-_VLcg&eJX8Fg{ou);
zxU~szfUtole?PCaY|P!Q-Sm*yxOsq+fuDM>0W@wP=Ktb7=Wi41f9E|LJLm7bPXsvj
zkYh;tDZNFFbBM!5oUqSg!jhC_4mQz#tsSTBl(e*kzN?sIDs`Ii&EfLn&aLn0E^}K#
zYXr-pg|1t*`_chtqW*S+<pergjfrsiSLd&i?$5c6-UK1ZBG3t5el)7M$<g57d5~8p
z*^2w1{Mw(wB-NFRnwG9VsOsMN(M}>-qAPs_T3pvOD^&ld1sCHUnCTi^6==@pMONES
zwwGn+^a}5ksOq8tkQ6yt1P0pBwLT^sdz`T^-A+xhJo|*L#-2pyAGfn~J}LI0q3G^-
zJm@!6`?>pdb>=-Kvz|%1M6?kNksJ8cqdyNFuvPx66vZ`lG&QupOOZ*;$=>|$=8Nt7
zj;Fsw3FiBsM$$iv62QjB@|!Gy?&hC=>_7_#lr`u;0?q`1Q+Ckt{pufU0HL^nj^+1*
zi;Ek$d<9YZ=N~r^C#VdR`wQl0&Yxg^v<<=nYX9dML>=fFbbzS*P8aBkhllrP2@<H3
zm7E=z1FHM84(J+4!5@9%WCbp3|4XBPdr$1&H5$MLG(f+s`0v(anrSeZnNU~LL0BX%
zn!pr;LOjTbTs8{LD>=aHL<eo%!#rI?sHh*Gy6&lB$&3>wa7zx-*fQ94R#J5feRmAk
zS35`dFroJ3ZDU>?iT;LJtv2T<zT$S{GODKvMe3D@)%&pZS1C`s%+al~b7AEynD5o;
zCni?~5MTAm<k(K=mf$!mbQ*=CQ^OLjA%D43`|@{V0(P!{Rl^^~M8n3x!cED-OU=o_
z#8E~4UlfuZycqb+v~&K@P>_54ZrcA@A%S-04}IkPA0+YH-0R;Z!S-i=ngnp{W<`<o
z$`|9VBZ+c_BG8?r7LP63hsB9z7LdThvD)6hk)<W&^M5z?u#>J*FxP0*$58RcF#U1>
z_+@Gi!*ZHmygl=+;8xjECP)8QQKEIuXJvvNktbi(=L>?L$1lH2T|!^Hch^(a$6A(q
zqAz~GY1ufNFttHEx?@!7rq^%b`|Lo4p#cw5#t`=5TWD4~GMJPHe$O+41sf>s{00vA
zYk_6+ez<k`63d2um?6@&P-L*HkDy}MO(-WTWXdS#6LpicG3{ku$W)Vzy4!x<(8s^y
zL5acSA!pylJ)$P|F*Hb{(hFps>G6A!qZNQ;&{XX`dV8U3K|g6xu!%pu6}t0xiG$~W
zf0ekhn6k8*B%`>Ay^X1>&0nWXY~ac0?;`#_j|4e@{}l0`Y!29OeIMi8;CK{pgtD@O
z4-Q_C5`pfy$k{mAfFqX+iIbI^{NE1Xs0Wt*&0cVWyc#EXhQ><H!3nx!1>^e;$-@bn
zF0vwVf&(PKAb@c>FyvqHaRBjgvT>4g0Q(O<1F2+Z1>SQ5Z4xk_4Ls=vwg5bH^L~fr
zWaCBxm4Oa+4qkG0UI5Vke81-a_UwDlIXHp+=H>iv>+@?C{vUHlAh&+EK1rgEVXPRE
z7eWzE!I0u24ehdAI*pZ!hFt*h9?Cw~_eCv-`4l@vvBFvKL2x6_`SO&v8tq%J>FjQc
z6vyPVkUq{yN0+d;8zff}3o^O*B~N=J>uC13Bz6X|*$`NNx)S_Qe!Zvbqjt#dlDnNJ
zUV=55`i#A=&F4I3^6XI4;UaqIwvnr@Ax;!l*O=Ct5PpS@hgIruQIr*GX+^THfWgY{
zusUM`(!>&S!G54kNhn<Dbq%DhlzSJMH^yFw;A2vAx3Maz44wE2={`JbSfA4;I(T)d
z*+%`xS2^p9T%-?5RTdxGBc_P!W8K{)v|Hv)CSJq##s!G|UC+TQsK4sDnyQqnv;yN_
zEZg6`Ea3Y}<To$-V+j0@8qdl4yH)$4S3plg&htYrLEZ>-eAi8&&I7O6fKD9bZ$WVX
z(*cJ3rLRA{FW8#`^%&%ZfBMRw9{Fc$-@W3GT%_+_9aQh9fBo*qc{xCR|I-iH1_v+~
zMA`3W5Z<5Ef;=$j0NsPmU_bl4H-GdB1P}7bKjA>IAZmW%0O9_lU0|F4`2&}OFoJ4*
zuL;ES-y;fy{)a~VhZh0-$)6_z(B1*P$VCn%x3#YIAcjRqDKr8kK0-|xTcVT=;VZ$X
z@`MEU>4qnr=531?Q9_YAkGBNg;acs8ldvhRGeQsY3yI-)P(?wUrq8eLB$uB{r#l{o
zCqr%H3%#a&obEZq@^v!ArHh`oYi|uYLUoYn@I@ETZNProyN^LBigr43NyslNnB?hQ
z#T4fOw(mT_ImPtlyw&pBVHTKTqE0&D9ML=Fb1v!aD9uk*EFTTkw8?sZj&s?JJ?gWV
z!Z`M7<S3g=es~NiNn=y|_i+MV{r`2GNJuNI>&pG~2Vl?tH>Us&?*8r+evFxa93tGm
z))W8$*UupW6#sW4{TERKh5NgK|LF$)4)vFuKda0iD#XDHHvE4s1>FH5ICy_ky5At!
zI6#wLkUIfQgTMdSIk^8@!F~%z{JVkyeqZ&Q8H+%ovcf^YWI%-cT{hrY#Shv1;cS1!
zGQc8HGI6l@$C!s0@Hvhi6M&qF17ux*dj^uTv2yYnfL6p-Zsc6RQO|?KA_`hxyMs%B
zkq#4Q84DXL>!0`ESKsbn3`i`pz)-)9nW&?cJ@8Q!aNZ1zh&%@RIAE{~7z6=6dji@K
zAfJ9brvY}~f{mO5JQe)4Mx+)4Mw1+WKDXi{w**3w(}5mYfhLNeI-v1s!~vj30$2T?
z2P@Fd{O14m@$K9-datrG{VqPWb5n#1bba`mTrxldgF*2Su<)=AQU@XAXdZU@qdgR)
zWRdYhSQ{ism!wyk=-N#&F)TcT_N<;}xNA#pl`s0Gl@bbIOWxNPksxa$Ei5@XijmJw
zP2~$ZYz+<j*Jd69mWMw=Kn4?RL%_|7ED^m}89B{PIz<S6#N=Smd@_8=?Ih|?dtPF}
z-NXX>lDc_id}eab$#?gPdIW;LQ^eO5nJqbHehku-chXGnag7dtfm83-jd{f?sC!60
z8;(h0t?RjFH5%ct>jzZob{$QxJ;W#NUK#D#KzPRblPV-yiE*7z>_NVVVttBoZl+r6
zqV@*!Y#V7^#Sp6|(4`KYLwKX>Ya%-PiU$wujV$D}c<nJHOqaM*6y?S;a%YI)B}vXW
z3=Z3X?|7W_3fcPz#X9UVxlAeU;c#qQtdh6dbktQ{P*f&_0&-|?n^yV+2aSn7pth{>
zz+Ww=U_HZl60tje4SmGA7q#4-PY&%x0v{kju}s_<L1ZoRU{(~}pIK{2&jjWcD=%bg
zh4Ye~P}(!8cAi_R<v8ycUq2Nc+nDW9q*VCLip#VgT%feac}bE@HG3ZCr-+H|JF>WI
zPH$v~Txud65vVhpS+ct}mzVYMrx*!B#TN*g1d629A<tD_qK~E!gvV<Xr*dE@a!G|i
zEfj>1-esdRnn2r!I1u!T9}(<DV3#B}CSDA1bA)(~L%VjUJ)iC++5Xm(VVNUId~7W4
zg#RwS4o~Y7{6)8?{uR%nFZL?VS;|03oJOMEfW9ls>l6XWd#U|1a=|ey9V|w3!%ef@
z1yxU_)Eg^lF9~7RFY!$o@}ay5y(!gidA8nSSx3w`^H=xVeuT<Jpcwu{2J`evAovK*
zAI^xJBntb8vrwXsz)TkMop(6f8aexWe^+Q7smCd#8`M}7Hv@VbjILQqMJYQPeA%O=
zL)MH2;^NPySOrBACOV7KONV<Ozs#=}-19hRzDW#V2;mSvksm5uDuI8<96*_ytR$~W
zXijR9vzP95E{y3RjZgeqDs#fxo?Q%qmbG8YnB#R~)baFs1)MScV<pCSObGiKZ6gE|
zp58cav<(+n5-YgXlXJ)Z%aQ0S>T!oaqqp46tMK%R)5H2CN;b$-Kh(^~I)t%`_-b0x
zk`#e(AG8$5a6?yw;yBZA<nnYw<)v-k*7$=0^eM7M`J1DMD3)(iWUQt#vYE_d7rxq~
zE{&3zcbX<N^lOKIZD^rpNR|6K`C^iW{-Gene(I+rp=7jy_0Md)Pr5!kUTI#vqV7$$
z$TYX9lfa2xtO=};GI`JrZL%HtfTJNoTb3Y?)`%_IWBj5#s&7K5LG>DXpc|WxmfY*z
z$PuY8Po%%h^TdcpB6ueET*;;8fZMEiOXWJkqdb3h8{@Afh(sl%&Z2?Px2}nv00wv+
zVP5GA5oGsC;+uT-_J^26@0qVT9uJeMpk1laoJ~}yp$`;ZodusjMT<n3nyBkkWQ9*N
zpTo8;6woBqc8xt<yW<V@vSSV)S`J^|NMs}K*tPOg-9jrTZz~!&%GoOwV#_+9WWVA5
z`YlP&UO<X%TQ&H8<DNk`43~R(Uh$&4rH;y1i4WywM>Hd$R;sI=cX{<=8>vwitaAv>
zN`P&bSILa3j*g3>kIv3?GQE~^tL<9&aqoHz(mw2!@W9XrVU>~1R6{KRJ0BxERe;9g
z`)N%2f!UIt@XJ^81e*2lv5H}k418ZGufG;z{`_U?IX<H91yy$tVRt{L`3&0JYSx&>
zRHPlBirWr42Pt&cQwl}XnZd&La$p8g&~k+xW`p%p_+tm9k5$JhG(tl?rTQr{BJV7_
zakCgZdMjMkru5sJUr=wK@Vaz5>)Xd0PLb$oAgs>wNUUS57oW|t5^9Pngg<pnjifI}
z+{PW7&SlOk<c~nk`TXiuu|4o<|L5U`g?7n^oN1UdDKuYB<%Vnq6|=0>G@_ae%f`=?
zB=eOK$bMlL64m3|FZ;Q76z{3YMsE#Gs1}}j=K4=7CzKjdx|}{E8Z$_jf2lp5`bHny
zoYgzM&ujEppSdY|Vz*b&nQ5frE3DnbnP7&bS6Jliwq<Qp%80cZcG8n_xHY?3gV1%o
z!efFCT_?nvqtyj-INo8077q(cKHs?R#GT2|Q-RiaEz2FlPB(WR+)%fr3k#mcxYgvM
zcXgaT<n^mPC87_7R$WVcWGqd~TDv~DMX||;OJ6r>W9lPYZ%0e_XUO%8>qEU2L98@6
z#nSK1K9Wc~%^)%w*JZdg6-;-lZp9OT)`q+usEu;F4I`0%`V|F1V|qa4Md2;w=)R|+
z3b~v_#anjC2aF2WUy9x}BfOZ@dqJd>AynS~;ku)=HzP1xk>qIh2{cjC3aOg_bR%56
zj=>6DvmftQMA<{hf%jKplP;=kjUS$yQFkJ&wam!WY@*#!>r6?#(v{<ty}@7GgnZp5
z>NTdbF`+NIZ0z{)G*T7%B$;A?yia=CTN{tG#~P2lRQs8H<TKdS=q)w0d!6AT#~3<>
z$E5=lx=bzCW$1CAw6ph@^>F}7(VCm?HVXyW?bAXz%*0aYZY)CY$4%(dTep~y;LKRk
zLu9gu@LzPfh`NtOxO^dEk56y$Oqq%`dc06VuU$w$@+9|JFN<V35h6VYIz{^CJBH-Q
zYwnD7d$($iepA5YTFu(t9s=oHle$8Lf!T=*(e4xe<V-;d7V0(u<?&(?3+~TW4?g84
z1;E_owMQ@L4boaVy)%sKK(#4MZ{ZjA)BIGKT6LiBk<I}-IXRy4%zOru!l<1?n3IOn
zQjSgxji-#EP%Cv@h`Lb$k(0hKLazKVqT*w*^=F9&h@a^S>*Xr5igafrI1S@9HD`+C
z7&Ju{;|ZcjJ(CJFVl@@;WaE;f^(qMHGp>pyN-vQ!5{w<cIF@fxdwNL#Hc#k1xwXFF
z`@IWy_e~nwNka(n$wL6Z*tw;7FZc#yn4LCPzg^g+cKk#P;Z@u>#<h)!6&pprI}`r=
z)my<@KGMlWhABpMhUDk7d_m?%s87%3nLY;kxXrb6LM?1?9Yd#9FFZG2u0?Q!b`_`L
ze)x(aC0i)c$&1_j@&I5cq)OgLz_Oq<v#(A2NiP4uw(nqFZ%KF3N4mHyg7jlpf^|(T
zV4Tu2i2ZOjJNH8&f0Oe}>jTVM>@|jugpnRKK6yuc(l1|D4XS>gyi;;QpHAv?7TscX
z^D^R?gN7|R&i9H-l&ZG~snedjqQc{kc%`JhhXXwK@=52~Of<C@X1&@KG{LRx@D?5M
zc@Q7lTYO@%&^}``JBxJsVbFeuxWO<jSOD4O(y({Eg$1$=16LDQ6A=?H4ud*oY^{JU
zKs=La*WzTa;C;-Vc?Z#6%R<oj<5;+zn$JoT6DefH>7MST=E{wJBYJeqrH^VJc8fE*
z>6@rRy-z8H2-A)wF^;qBqf-kOiOe!ecC3Aw$DBW7WN0O*Cp5HZgqHgG?sJhcfs=eQ
z_0~#o6DmH(tlwLTZlCcI!_!Ye66g*1<Y@MSUGHO`_7K3bVLu`~MqFO(X+Cc?n_XAo
z-Q5U3emGNPl<D`iWI#(%p&0(gQ(%7XV&$ojE+^|nrc-~<H^9+-6r{{ycf+@fZ=are
zc|`a)*}#WieM)zdVGu5UsyZ@sv2ms~*z<w&be$>^^F`M;n)SrEw#(jc@Oy}p5r1D9
zfS>66Z&n8X@L&kMFaWJ+xPU<_;PKm%fCD(O|FI+h7W}><0N?&x5CEb6aW%lpj>Mv9
z<K_l@j0X<wl5=wcL4VHef$ITq-0=Ut9$*8m2mUhzjP&D~DggM8aNMjsKcBF2@cems
zpzG(YG1Fw^m(QNi{{EpDRx*WKq-<ZZECP&;H)rNUcE~sY1)_T-TqXsf40&P(B01B$
z@tC#CE?*|i%A#|M*{Ym}GPK4l720;HU3N?kFL0;NEAQmq2IlJ;@m{oyDFF9iw7dCw
z@8QJDzuR$c=vVu4R44%vKq*&@AUi!juCFU~t!fIZJKHQYkDYE{6+Iu?tQatuSA@?k
zdW@9h()T5gb2oo^ZCT!2E~4E;aV~Af<=d@aNDQCY+w&AJ{?6!Q$KcyuG&(jb3tNO&
zxUQo8*Kc;Qj<16s8GLkjEAh>0HKj?&+dz5n-SpkcgJ87<4E+a{AKuUspRgva$|!ri
zV(~XhNZMut<V{Wyf3YF*xpsK}B)^&vZOUAvX4NF?5kGyDj34$<S^-t=qTV}Zx^Gmz
z{a7N6`DA9fX9T3B&*x#!_(a6r6Z1;#PsTeMQxA%=-^&aYzRt`VM;Tx4rLlvrct$2c
z_Mim&=#I^yxcgbJYh#NI|NgVU5JUc?oeB-f_-VzK`l`nGX*sJ6Cly`;N#gP-NsfHa
zHqYnhg4aT*vSYUSDoCHzh!+v}$0CjFYE=+@{bLUb+4n|EXy3=vVS0a(?r7A~rC@i6
zKc}!Xem;^BrtsB06x9u13VkB`QItcfE$g5cr=}l~;bUD<(#CYOmkah3EyTJ_zWXp1
z6n!29U&)9H#H|6>fR14`RQ$$68+>av+$q!QE%IFR?#cJG{89`_0O$se_|12dir=J!
zi}5qU?!vu@)le<qT2`wT<vEfpC)I|}P0nu7&xMvFn+<%WYGx{JpiWK{lN_$;JNjI8
z=<SS$E;&Ap9H#pY#64l3SggRldP7{?IjFyfq5S!I$>Cta-~+<vaXB+ID{(wK{O%9#
z!b?p`k&s{3zMR@aHSE?pIXs#xZQGFEz*iKlz9!ODZkZ@P6B;sio5woGoqgNfkUh`6
zAh-wP7t+yN<&A9AKPFE)*)*B(*|yP=_fb%{bMY$Px*pY=r03H20UH4?6xx!~3dlT-
z&zFmC>KiEdBs)d<#cSE2<xQ~1aV)Lm7v{#B>zC%m?S=iqNhO})&+qOzoZ|x*8&9ya
zlD1s<^J6wwI{eu?W0!}N3p={L^#~_6lvX6mXE8A)-l}n1dZf6+FJe#Hxz_m0%_eTK
zb(3`qbq97AM?OcvkE<xF%^tYD?O(nt*-p`twl<%8pO+Mp6t-x`fw;wruTwVxH7xX`
z8E?xEo#6oDF0_==>vi=L&AO_@%v5`(wlsq%g->1Q4TrmKK{<lakM3e}`*WsVY3850
z3uSAa!Zq4?KQS6QT=6;yyXE+%!X`_v*2*Evkc=nCSdutR>yUIVQ+d{Y#=qmSBe-M6
zp{SJRaH6q5-?kBPBIi@=-+5bhTUI!8l(UN7XTI*c9^aR7Oge?Hh+8H#g*AmV<v2w#
zCBF$#c}gHCDqIwc=J|M$!l#sW+fztBZ&>*xrF<)Ont8@egJF5h^LTeb)X@0VC{O;F
zmDUvOLbSec_r>wWrGG`<OueP<kX4^FyVA2Dga#2IsjUs#`sNgZD?T%ZrM@v@b(>(!
z{MZcPRLl3wJG{O+eBBBsVP|^0nHDeIZcQpMHIK|*zgwYdb7v7`HW;dTPWuYKZAyAm
zPqkm`<pWbAYZHsT+GHuLP9jYW<_^*20*~7{ceJ@<=4&py^tthUj#!6M?j8773}u8|
z1hH``^J6~GNj|67hxL4xu4{c=9V{Ce?GCL+vCo;e)ma$tE~iwcRT|X0r+nOB>U$Mh
z811ow^eWG>#IA|7v3DiK$lOlG6u3E^Q0zyCDh-+?(H1i;o8CN61g#5`J!nleK@Q&X
zoGKN3`Fim^$u{Df@HnI|J)HLzd#1EI1@#gA*6}7#-8JG5g}EmshMFFX3oa5Z7JQVY
zo=10_Y&Pw=JA+?Tyjd7cs#Qh*ygulYYG6_R`8i6HE@HyT@{#2mtJ^EdW@H_-JIs9-
z1l&j}oYWx65siwEm3LS(cd&bP7vl`A$$<%)_k@^uvfUhZ8@8WnXXFI64+(XP1gjUc
z**vTbrbUz|FBIXBvh)wKN|`hd24h&5GK8HDa!wYsh8ePXi`{)?>#M96@tM8w@Oa7=
zarN$T><kY!a`viau~~+O>q?Ym<P~L=*s|l`bk^cxI-V{D7x6(??zunG)u1$&#)w&w
zj0vt3(d7RmtqIkd&Gu;ub!_Ha?-c2Udx8&JY(p^KGaN?4sG__ho@WGlZ+hVGxe~f-
z%eUO$7;YVoUvV6H^7GMs%0WvgY6xD_wBz=W=zv6z+*OvXahVQJmXE0r=7qIK;^ADH
zm>O$f%oshgKWq<F+T>7>8}aaN|6(2`JuH%n)bZA{$t8Mhci`pH9d$25m5p1q+JNed
zvNm`8%8BmsKBAeDC{?~*+ikqkPH!GxyJ4{^sG4a{X}`Le=W?Q*Pm)%}^b@k~W|p`7
z8BC9ciIx@d^-fF5xu2_JnsWH26baS!c-7A^*DWUi#?$d<;fk6N0vMCE=c>txmUk{H
z>}kaqOsP#ZkH1Ec7#1Q{Yfe9uZYri~<qB3$A=a$0i47p<o)av|E!D5ZayaJQv$e?U
zesHFJL#x(kGqhsf!sgRnTJmZ+8B^K*Tlg7FN|q-8o9N|E&H?kQ*0TCxHUL$>DNcB0
zBYj5nSP16`CLKpqk%QYxWcS#(yhA_Xjz)?tl<JT`A^x4Fcwuj$#4@!;@cM`RK0DyQ
z5!8>LFe5&m9?-6MD>PWeoUW_!P_9QK%q@oZ@%G7H@|q&x!1+uY2csl`C~2u6$dG>0
zsU;TMUw&Azio86D`pv8A@yd2c*Yws~26Tj>qjHN$HIwK#-M&_MlJbqPhh!GC6_#7`
zMy=GlY)<_GsTKiGd2w3iIQhS%J-VR(WKEv5)SBj^_Cd&MIBjKm$ktztOxamLdGZC_
z;4Hw3;!;iXHAawBNBNQ&4SS{99Bb+0CK$Zldf^4fZ~XkdjmSmmN<#Z-8D)H9oQ8SA
zN@Uy})8*la>s;D%4FW`pWLDx8z0k}`7#adimwR&Ya`G+~cxx<WsAHHbW9lDebmE;w
z?s_#5U2@C}Loe1bW^~l_W8;~LUU<+oO^9$1Oi@;m#Pnj4t|=csFB1IJWxd+d*xj;G
z(bRICRE5Tcjt~3%OCbDGQ_1p(Cnw7Vs?HHvT~#l47hx@;#?1|~@hK|3grmVw#ACXM
z0)&t+1bDn%BdtN760_-w^ehYtha3P>t)l{!X481<F1Z#O{e>y(d@VKDQS)ZDy8ifD
z34yZL@;xt5oRn~>wAAAxgalaE8n?4tq8@Sd(Wy{7P-2^EJ4+kFiR-fE;ge(M<@e^Q
zOx{VmKk~*FM742m-`}f%VVQt2OkJ@!LPh+95GWbSJ;Cq>El)uS%j^UjF)s;Mnb#$6
z3T9^nCcz7F=OYYDisq=yk<<}2BH3vYzB;nQ+gu@us^bp}aFyd!!FcUa2ye&^(TO1f
z5LqH@$-jo;^B@E~KPVKLinyP8>*F496vV5xGe3+YAnz{T;xbH&^3inMyFJr;EK{ES
zNP}=|(A@#o*FA)*aExfUQ2B5s{P<n4VNM&yC*#U44@zJB(Tt3$3|an1yP|$Jr0yTz
z4-3CRf?dQ|^P;rPC)1M9BuCDF(^D>AF9v&9P}CXPLW5aL_6o9IYqtvVozWSxi3Z@?
zh_5nW@hpu=uyE#WbK=R9$w^GLFKyiJ7ow%p?ic6o7jQRxZQOK%1`boW%5^N4+&OZ+
z#&T|6b5ezfjIrDW%fqkTte!!nDr!}>wmvHx<s=O-DW%6j`|60)Wc0e-qP}HTb7qNf
zuhQuX_+{!%YT74bKkI-xuiVLwYd6~Bv&dQZ$Q!YaLeEmSuu1s2(h)hcI%O9Irmu3{
zUuLFKS0X*Br*Y974uY4?f=*1|B&Si0nx3dJy=G?E_qEPGWBY(0i*vr^b6?#24L*Hx
zJ5O=(v-h|AxZ+Og4%^CSid&FGB9z3=^aYT0Sarm8=*A^y;bp{iq|P|bqAjmV_d@us
zUYn7(Y@0hfXk{|Pt()#58IasI2rKQT_f%N9d~h)Q;IN77^7ZTsPe(hC5<Bt`Whl+_
zR8%bsS)DVeV0CoXb!BxvGjB70kt_*@VEMlAJ|+t^Jf5L*(p2Y!lvh28G}&B_>O&gi
z8Y<0ej!&P-a@|`6GCQtr!O@yO+plU(?o@(@kcPwxBHib_Cvw=ba`9_`(1JRLd<vxm
zISL(j`)HA{QR}Me*=Ue-X|P<ET$fOnYL`!N^f$EmcSe{kVx-7#u)3}oyYTMy9__Yt
z?c7>8vz(>_nv77MjWH2V5^C9m*5lG-?6t$BWNPBAv!MC2j^M33p)fEnL2I&K%9lVn
zKY(wBz!9M$huDTBc$*97l|>oM4}lJ$5sVq2R6J&L#*5}n=A2~-@gZ0$IJ1*Am=zFc
z+oj`BHMmB5HAY7)EBH2lX6N*lFjuHQsB$VlY%`2(YYb&$shk1UQ|tk9Icy`2C-k=g
zW6?6js=*cMBr=ddu*M;@5$91^Pm2A&h_o?bhmjPnTZV2ybi9~)FfMNCTHEwGm$Muo
zNxs$25(2&We9z6b#cfOw1J?CZAT3Ww4)+HnCGssTuVC!=3r&bQBBSR`D=@CiMu<w}
zR^rG!1q7Ynq+!#S28m|@r3|@FQfXXN^4UqHBM(nUiYDM2GM2pHVqy~OI~?a4DfKp3
zV+95%6(5~o#D;5|6UXiuC&4~)MU8!>-7`pe^=Qp9iOL>L4b$WxY`y380SO-OC}l#u
zOon96BenOGu#bxBT)pC!;PJ*LqqS(mG}l_8?$ji8_%^MjrS|FU_?d5tyPiX2F~43d
zQHbYP9>sV6VytSRpC?pX-DZm^9Qm~0nds>RVQ?I_JBo!nN*GBu#7<XgaB48{pBaMT
zSl{_E(7e&>-|6};e@|ehYW}DX#Pfq59Q18$Mn#2IQJGtUtjipmEzb*_*qOD4N6DUg
zI=(`7@8?c@cr7eU5{8CZt$MT<3ooYbuLFswHK~u6t{k&Mv0bD?56CW!W0?95$ehXQ
zH5E;l%lrv7`!|zQa6?B6>zK!As&vK~-w!^3Wg@O)7H>I&w5s1{%_jFHZ3r;F>)3a&
ziwg@F^6fciq^5ZZxx`ZFbC$SIy*tvJpWZh-F0c~^NbHU|;4{xP^V@rM&<Y*d0p08n
zO44B9WMHjlHG^9CYBh`Xp;zmRf!80J5!QXGtLzV0`vlCZ8V$|#FfOu~u1Ok3x^VPe
znh{cREoZ{`PQF5>r}b+`waqv7Z?JP_ys>6r$IafO$+n51ALE$Fv1!hr%}^g1uza~-
zoi_48VKW-AU%f>AiGqgcs}^GMqq^!-JZ9E}PIqU^%~x%e>9QW}HLtT~D!LssTI5uh
z?L2$5**>A8KD8~goK-cDZ{q9M#Amlrw0&Kr#K{@hJ2y7JA84)l2Ki8u=?%eDxUE&*
zB^J9xoW)){lkzyrUi--5^PFnMRNmA~TtYWH!Tb;?#J%gY_k{h*su$CoH`5Q4j;ky}
zC(15&r-Lx_Z6oK6=3#5Co^((>S>}GIS=Z^E9d1~8bb03iXjZtOis*nA))?k*&F9U>
zS(T3A6+UR;KG1q{f5eCZ6DTXIQGSC<L%kEoh8=jf3RU~Ovq0ox;4xkGP58^y*np?_
z@1EDGTnxmFyL{a8ek^fWj@ueLgOu)Hb@0x0pt4O{r{<txPd$Ayd}zdsnR_?s;dw;@
z=Ru06=QQp9BY*v%L(EFg*Yhj>L3&k}!?@1g;=#ebLuF4%I2+_tua|D44~<5<Dx1+n
z!zgAB5qze(qNI27m#+yoADiSI9-XOIwe-#{e?jws+ictNBNa^uayD7V{k(4aQ2=i@
zrf-a(S{21J;z?88E&K52ckL=Y4EXhflGPCh5x$Qm?b;{ioXTv26zy`*PM(=h+mVkQ
z)Q&csX>9lMFXz2vI%Fl2IaiMvsx9NIoZ$#&P1Q)%K*X-0H_0M@V?m?9yR^A<iuUpj
zF$MMuiZtizYpzIcwWlpp*x!)XgDahiWxPq+-hG>b%+~UN7hDx8;%h2@t@J{_;lrF0
zn<z1cyxLa$7d5qZfCEoW4%%md!e=D_=|VkncUf7){%?Wz+%(qluaGEj-;=v-u?t+>
zP;++HM3^yJ%ldQh#r0FW_#xcXcd@$FA8iv{H`0%$Xdlv@IVd<s3!G6~x8t{lOHTnj
zpFD~Vko)E`L7w+aQQ{oMPl^KLoa0(MDN@*zc$-RXWA$?Vq(pvSt!<jQ>CdO2H5#<M
zOHD7++Y7ifWY)mhL)3Nj9jCV2Wg+vdO0zrebL5z^c+=yFI0>i%E3YSWW1Xk03HU7I
zunswt$9C<i{@L=um)}GU65KDU;L&OojE-t}S%k*Lo%9VKZjZB|zqwcqQJ&R)pMwOj
zanJb%6OSJX^A91#-(Gk9&zBAU?JeaWaYZIJ;K!sqz}HH+*?4}27CHV1D*`ir4=aLi
ze})x7HUA~D2w?li(4zK__Z2wV{~TuozpeFuk2A6Z<BXuH|N7p+uQ(&{Wm6v3pK(S2
zCpYJx-b3i{@z;=S<}uXt>g@3HRnB^otJIppL7^9g@ni!|Oq&wp@s#yLNT?oIEId(Z
z3dd?@9)=Yz2`d~p(j9jUtZ@MII@kJ>_3eV<v35cnj}68#Q3>jg%jzxs2u?XZhXJ1s
zPjA*QUb1LDPjj>7_4qQ)+fsvR5}pX@K?%pHkgur`(`dA-_GFW}y|q*@)#w!-g}>`6
zXVo(n|BG8Rq)*Z^1Rbve24>c1qfRie3=mv`bX{kfV%0BsI}lR$bQTvIwl9K?52dUJ
z=;%mZ;~-V<R?BW5J(Se-{aV?ybAMfU*QCW{G@m>;<^V_1Kf`3VgvzZ)7#_z(r;*mA
z|FPBU^J5tzs`2IY{UNOy-7A$FiEw+L#y0_yc7E|em@7*(6y}Dbq+&X{^YIPy<bz^#
zKK67E7nA#~Nh3Dcw?Aeh?HG{=hTMmr)`j{WwY-lWHRfg(O~H(P1E;hv9=2_0F8*@D
z(_WJIeaL3PKn83MYb&a7Vmr+heJjEpj$pFD6DPTYh->}{`E8WAm1XTXhH;Lr{4m{#
z=fl!;S?v#^t*Isp0oF901$bv@0!D8M4x}y$jMjHktO~S<TM-wl#5l`ouJlhHF^II(
zFTE<BRNrQHCpaC57~tYSu_$JGnBz}-MS)aAcg^by)rZq}xA$;ETB}HJLTS&^Fm$?O
z8=o%ZYe_WWm>{yCqLkYNTO*u<sNaO$d<^lc;tvBG%E|qh32Z84aTTZmF+;~1Cv;WH
zPZi%pF-rz)<7Th~TrbEkeEd)v{bfUZU@M7~w1+K_NVq@M)eGfQhCk2M!^v)MxnQcP
zf_&I*%QF&R+&lQ|<Z9&_>6GzD+gIH4vA85KPdmjwn3L-Cw?{~I*=HL!R!uPDgyHgr
zqZL~Pa|cO5Z&TTKXL=(U1|PmN!V=Vx_+(6Ge9j(Z4!DtD@q+jamGHPwdIIu{|BTNU
z+HE`#;Mk?L^4S|c5CJ`r;3~&|BxY}9&ufnyUjgOe8+j%9zzF^KVa!r<g<rdt@{7qD
zAKa03#J`aUl73!KnD9>ixSJ;u{%A{ra>1O>hIVP7ctdNLW0QH4w>gKj-*Di~=$n3r
zm1ZO+v9&$3=r-(5x%Nzf41a9%euRB^RZ{0Osl*uRiI>|<)^`SHkk`nm53GYw@}gLx
z3?Hv4UXtB1-V)!^+@n}VH_~RuQ8bP3x;8*vx?{i2{s7(42|0#&LUt8=8}HxitiZ*d
zykkseX{x~D7Jik%`BKyqM(>@H)mFW%cBYymC3oynx8SJYSnfvErKCUqw`k`S=h(}(
zx1n!?<O_NxB_2&cH!y}iG=R^!B=m*Z2o$b<Yu7cg-2DW8oL(Ci{d^rGt_^E$)mH%5
zD3qo9#U)KU<~N+f9`qIIqZC%?3}{T_Jrgx?%Ot!>IY$cOfqipffvERY8>Ft!a)Oii
zGa;}o<uV3_1vb?z35QK^Up{>e%j1XtGTkT4Czf~A|6NY7rdvbz{LG%mUcjECr|=Dp
z7r={CAi;Ue_3lIV2c3gQ%HHVtz4*skM}C)`2<@zD))-vKK{)r!&Fhc!A*i&*eT3H{
z1$pB3sJT1^g&<)Khbgg#1yFWbkv)5tRXJ0FJphxw1lhT-7Et5{s_ap=wN|^!Nxs3o
z*g}NXO(hj^xfLQbHX_F_Y;j@teA$+1@xiVqfehZEF<w9sZQaFMxPsDcAPnW*gH^$8
zs>F+?Z8Cpq!)UU8+9PX!=$fwGi3ibPnGsH+ngh}ZvD5;D`4X&9?o@3E22bxlqicmW
z-*X(Z&vqH2UsvEeMBxTN1w09ge$%Ue;x_JxVqJ_k&ejsrz8q6NYZn^OOm<#O%<*3H
zme^W&Q*>SH$ZTPET=oq0`WZhA7AG3V&anjX4f}cRK#V!X9_ze?HTqs#sWs(ZMuLc3
zUWmYm0UW;poPiorTPx&<c<eZ8!Pf)1zGQS7Cndvd{ilJ*jmvARmwF#y`HS%BD#sa*
zK16@&)iZgZbUSx?Yt`99Ih`QX&72b}Zz7ztQnT9Z;`jRQL+$IiE3B1srftZ??apA1
zA=a>nZN)RfYogdXE=LX$N#pin<GuK81}uv_(e--xrtZ8EXh9)n!IaeTLB*~PcoSh^
zXutJ`+tEYgwG*leb=a1T7}xlPxxOo>{#}76kB=-rKvTzx*x?s+zHN{9#?gVjs~Dg3
z9M`>LExVZL@7gcns#z_-w>{Rk-nDZ_)P)g@lR$k%{CEYT5@tkq=oalVH*Cb3WVEjn
zqSbP~P-;Um^@9;Wv>SUWxmbqy6eR~BOLrJL#fWVX&TouElhIG!u)b3+0Ko1$!V|L{
zv2XI-lhibm(t27+m+&k#4F^A-j)aW){TMQ=n;X<ZU@!M@cIu8xTMk+qQ@1Su7!&PK
zN|OlL(vCFd@E0qn(TRr5HnRtQ*R4h|0<T+8@VPy7GXqM}1AndOnI)>?YYcVR;ofhE
z>WU_nTdegu6=IqZ-KmI>)aSkqB0IgOmK<W&=Zhj5(YfQ3>P=@{Ob)?~%jhtJFmsc-
z)REb#i1n>@X^xrW`p6?5yBo(L$1hx0ou`?0$t%J%h6$|?`$p@v<uSIxCqBYN!x3l<
zW0&V*xWU`*Aebr~gr`Z?M-s+k+p^!?Tdy7wkae=wkw-$Uo0io@hW6Qg?72J!i0(?+
z6u%VJOFdY<({tSAEQTF1xhv`_N*f|FQ;>glZh|P@*#y|~=+|GiDs<Vs?2F%;vt-kw
zd9{d>^|8UC7;86w!aMLqe%}OLBV^;lmKq;<QuhF2*80FSsE#DP;&^~RqkF}8=D1Gj
z<{VLmh<sM9im95hzVS{PW0r}HfS#%KX4Czv{^E0L_(ZGF1`AKKt_M}4C=z<MFIyd~
zhlcI^K2)x~sVj5#Zdph+wQretrnHT^MXNhDV?&RcTlU2&Z~ajj6_Ns6$P;>GTmo4$
zh)s?dsTalLX%WQ`sDY{|8ugNOlnwwJ|5LnEYh9%sGyNLg0{bhZ5EvLG|3DL2`PT3;
z&Y%eE<iP=6)v)VA_eUg8adA{IG5fl+-VyZMUY)#KojXfT3h{gi1u-8*6x_lzF(KI%
z*qP6KG;4^<6s%C~CS}G@TL7EsQi2yz4471~yN<HmbF)_5QW@br*@Tce36zNU^;1B}
zyRl;9XQO#UO4|K2NcCe@Wo<rgc|M?4HM6dicVy{$0e?g7Yw_qzsd|0fal8VJ>~k5K
z;+aqtLr=6!OQNp;F8urBEESd*0Qoar$j4tyH#cP~co=T(zCA0`!Wg6aqL^2rL3Ek-
zNN{j|`zYcHfWN^)kQ;~$y>1a!5_sOuq_=_m<%<ZU!-5*V%9myiCz~BbPi6$V&8{?|
zhU~phlR||))}nqXQO%ZpUmRoKJxp7hAg_jr-$h$dWN+1Mx0!A46Jqyf$hPF}L!?>H
z?w4$HE2ybQSHRR{q~4OVQ7YusNDv)gmzb_(yU_^eYtntpIDUfc2bdh}DP)VoJ5Scg
z)L{%WqA0RsiBnV%Umw|Ca>5pU`PlXCp{wpYr;yV&Bqn(DU~+bb&=ln3so|lwkI940
zB$UO5OVG5L%4{Gz5MCFa&#rGx*}z#OX1QlYob9<2wIeq?%*7jrawRo3eO%;_d@*Gc
z7dq^>!yzh#S2~4))X)b6bbpw;Ng>FR8+lxp>pW_JOzX+0i^4T37L0UF9ll_kI)0{+
zvCf82HK~n6g#H>gvCIYeS&Iz;(ldS7Gb(b;s??TS7Ci<&ZZ=r|g3l_=*CeBIblE7Z
zGe(FxN2%omxMk|4x;CgP`moM4<BviB)sy9xVt$Mi)gp5u?Fe;`MFNnGg(~7xpPFM%
z>!UiuYG)&zwOj@PkYVNY3cqn}d!){?>}!Sy^y;KKdY}!fKr)6+GOm0Zzb_LLAiXxM
z9w~!8qBme{l<V)5DlT~upAq2Tx4V`W@nVoAbwOS)wPGlp$p}_*@bWX`VtTE$&P=m^
z=49Z^J4`u;p~|#xP!&(O%7%3VXKZyF)H2&qw&fTYW05HsNDHU+JyO|TIt)x|GNxv}
zVARvnpK7%>T#w7*J$=W?xTsshK+<wsDXDJt?INb}jLhOZCQb5%R!j9OHJvw?Mo$%W
zCR$4zK3C4-zKDI+Y%$0nlFKe{W35vPle(aux)Y0^prV_`q^4V|yU=P$Ul4!!?X~?F
zbd^8c%4mqjrGP98%uvqxYlJ>Qy<%OcJEKzB+n|KaZ?e_j(D%CBTFI!zx0QuAEbfR#
zEDxk<;*wYv#`g9AOL8-Yn{UX}r7CpIEDt16F%V(^>Z-ypp=s=1g<mlc3g-He<>hXy
zi=?^IvLJ&P)yUn&j8*V^w1=uN=<a9pP~aWzH(w1DP24>+B$1`|9j=*-BqDx^XHu4`
z6AAUczZ#kcWkoF5Fc>*Q@_j+P`aU32p1-iuR-_g#i0?tA9Ra*dVM2w4zzT(G<BW@0
zW&X@@d*~!lCgIpC4jgPV2>6NqCvg}oU+JR=efKJd%gAJ<`&;N8o7085KMW$ghttjt
z{(P31XJW1a6EbS<nP5)$@o}-0WjBWvw4Oh!RGg<x{otcmaq;nG7#d{W0-y_z-GkW8
zFmY+C{l@Cn5_zt^h;+uy#hj)(ZpNB+J|{D*T^<kcg6KaS_g$LBCV{>8N*oaH#Xw;7
z5G<LUqRLx<s$i;9&@;Aa?wYg@QMC_Q#{py)TC%U;0OkrkEm0TYOz=x|tS8Cf(avq6
zbJ{0``bJ&_V{dkM@uQUHkqyX5Z^r1cb8u)SeA3pvLwSj%7$stSROOpfGx<3x6Uu?1
z+fP69S%Dz)PKd|ov@S$pSj}5@1w3|z^>D3qk?KBppE!j$bdwVzUa{BWpD3NCzLwVZ
za9l2N_zR*2<%bRgx|YEEs`?E)pd%?CpnM=|b~*rWjbDPmt6&H*vO#s2WXOkf!n`9s
z1CbyWh}k6+YypAZdslnuE9-;~L2v`@5*DVE){cRWUyA+agZsP8OeJm7QqI>KJ|`rD
zp)~g}tne#tB@Zm1{qYKrjfHh03?VOZ=%vjd4wSp`2c|U221H#U;-TiTxhE-l)}UZ-
z)&yXc`&1d`R5tvw1Z2si$wcln1-3&b1qI)d<nORHMhz63Ykt^$Is1OY<iitXNHu&u
zIf{m4={4NOB!}bYxJC~aq?#*gkT|uNG#;46xWyvJJ}`TxU#e1}LZ)szyn)sOd1~C9
z`~pLZJR<l^M1{hhDtp~tvf2`3Q({X}g|^2)w~}zplPQ9nE5AyxqO@}0g*6`xltXn`
z9hn$yIPu%FB{<7<t`ls8Iq_Gbj5@F;oZ*}WLW?0qq;$Z<px7Ed#<KvF#1|Rt25`d2
zO`zb6h=39zNp=+uXi#E@<K7O;t5)TJkc3tNCSg(&5ICqJpoHjWP9anT5)Ok(Inno%
zNTDt04s_}jQAGhI)v7qqk^mK8QZMy0hfbsrA_590MhbjFQlTRP-hoeqbi*Pha7Ztu
zfC;-wM##Hr)r_XEI;bIPC=k66D!?RI3IKrvEdol2zUM&bOpTCKT%jhCKqga(xJpp*
zLOqlY-atqsnUHx3F@Q<Vo1Aye5KjoxV@VqR6@!mLWihZ|A0Cv<S>JFT>!OBC_61YI
z;Q$Jr*nkp9NfbI$B2XfNIYrkRT!ait<cqhVVwej+Nqmt!_J<h^y54X4bl>{r#T|R%
zDM@Ndu(#}-1+VqPcE?pwKLxjPdJFn0gb9ms+Z^#}6u#x8D;Kp^4y#I3?r|}SsOW=a
zFy;%t!blUJhc$T+ZbgBh`vn!@ftXCPD`z$*;#7peJE2vbkR@6agq|MdEwAI7ODiA8
z2f|(0r8Fr79D+!dupcXWcPZ|nphze&wCpNuu|fi=3ao}!qZ6Ol@)r851~1cfjp3~X
zz+R3*=~E>|XUuTqhB6?akZ@OCuV^o;BH+Fq*B)2!BKd!;om0#xQMjIeoBOwI+xGr#
z+qP}nwr$(CZQJfXy=Z&dUi2i*tlODnlKCcUCGYdRZ(HY);9?&h_lp#9wIP5$aQRpR
zh6pwRa)9~Bf&@WY5WLk@0C!l+S5AqtLJ$IXLULwkWBUM?BNm9uyas)-&tD^c#2d2Y
z@MmzNLc;(ahxz9Ka3ey{UMzoj{REd_24wpuc;M`Gw_IT=e3OA>hrB}pufjhG0WuEq
z5dmnULv>!4(eJR23@Og9n6p41OYBUx*wE%ohP>Ya2JYqJ4AA(++T}81vE~{4+RZDn
zlw|$eY+?Ma+G-OFBFTl(a39O$uyDcs1xvueo<#6$jOr^Mv+uUAKe5Mt!J<I#-Bizw
z0lVTiBTp+DZqEmD0Ue_0bchta*zr0R=|%Sydqy4DK5_k8>}~*ey?YRQxS%{m$a`=`
zy45cUZ#pH;Nn$H8dSrC#ZI$;KcK_}o>qgp^)KZ{L9QI6l$u8;_klPT);@z?E2PW#H
zw%hLxZRuEtIrmt4SI`|*D&>@Xi4-bat041AbNKyL?1l&bK|Oj=z{pjckEF5iw^LXn
z)uN0-8i4>L&_pM71I;u;nJ$oDifkZ{=o*U<7A~k}<H!p+k3__(?Z(?z$86NtkTR3n
z_19yss1u(<MxNBWkoc~$Z{uC*MOdbjGbl9$^{D4I)QN(Q8f38KsmSG_Wu?^Gr6M*R
zp&WQ-$lqTWv5C436Eu&qx)?TdF{G1OD9~g&kKD3}vgzh&gxA07d44fNZpU6#>a3_X
zq)B#e=0jj9J-mD6TYZ<XwetL~8d=k^Wmfr%Bw^dc>q6u`y(uO&M4#Uhi%t>7`ci*A
z#H>$BW4dWs=;tCO1Z>U<gb5`NV0OS>B*#2Qc1Vs{B@aahapZSe3UFrx3}xXau%5SH
zpLXDkr%bx!LKP8`82N90PR(dJ;lYW)%q%+t1z@T2_CzCsv4A63>%6K7a^dBmyfLA`
zI%O=!LYrp{M0N|0O5`VI^OG#S8Qwgxb)iO6*n$ivfwS&@A67YOqdfnr)Oz~&aM;30
znFY^bZ+c8Cs8%`p7dX{wX8RQ5TItl;Q3TUe*Dw38Y^-(gS1)Kk48SY(@>fa%HE*8<
zLpEY{>dI+a9+Fs$2k}c<H<fl&)Sm?Ou;yM?)?a{QRu)9FEc8@Z`s8(lsHiUXSeWUu
zG}T%(Yg}3iVkLiujMyMXN5=G0gL;O^fMM9oJc*5ROkEq6^S?&lcdi)Y8X)cjI_;ZD
z;i023@#iTAvjnp=LA_v9GcH`lJ0)9gqx+r^bdhNrhZsoeVPhK56o^09KVUpF{8qU~
zD=8UROv2Z$|NU63&^8m)r1=W`qNM3_<R#U35A0Rud(!Ooc>ar74Oc5%#;ZbK$;;{h
z7A1_3S9!8Qo)nEvX^383rI|qbMEaS}2ou;>Y39m|GNQkiM;W+E5=Yx3iNB<*wtRS>
zLhB1AbN7tU7fWP$Ad=B5wen<is_<*9EGzF072x|<f9sGg7}tZ+FKJ*4S&1e%ZY`y=
z+D=nM)kalc6%@W095+yK*YJrv8jWWpPkBFCD9Z1sf}9>JMC8+xJ?D6t^QIu&jvZ4c
zoW<vxsPP_QahAcwxMMk4<FPUXl~}pwPjQ@L^8T`raOEPg#<4}T@Fjv0U6~#nZe0lo
zvkhNAq|O=1vIW?|8c3j#zqH;FsynSfTB$vP1bc|~7z%4{4Q5q_39mAXa~+hj(1sUk
zL4rZ=u<dv-1Tqh2CH=RlGMslPa!ano2WD4%lfU9np2D(jl(Li^=#!NRa!Hzgy2eZt
zvK<P>kqKV+1WJwx?+Wwsmpu|C=e&|a79h=P9CsIDC(@|7rK`{rhzqbsj0IU?oKyfQ
zd%GDlbyM9D=EgvINqJzI$3=L;0b^corjJFTJQ;Z6=s5ZfO&)Hs$G%sZ6gn2c(+G-5
z^sgv4_9L6wv5hr$X-Q6+2`|qx$W&8@1rZyeSK#|_f&pNvKA7&i$^k9g>w7CJXNi~|
zr$7y!gjo%xwuBGR50;QxU9rcBW7;K2DjqTk98q@=T%Zc+-X2Ri7+gKCioPNBWXG|P
z8{3UwdA_Q2vDOMF&$3fNLlHX5`!}i%IbOP={0Ior=&i3K2I=tVT3-v~c$O;L9AXl|
z(1kvTj#l-I?}T&TV(L5QXTxRKW!Pt!7<MiPuVt5O%_rcC&Z^E!J$3vmIeBdDos_|7
z=Sb(M=Mc7P4A<x&d%%^JOX6k!6nG=<)6Mk8B}(;}<qPG`pIeq4&92R^TQ?E9ZD_bm
zo&yq-?s3U~$Ag>7KEV#{su+k168KkyDmM8^vb{yL^KhMDhkunASx!s)eT({IxVh(L
z?y&aoo|o^)jk5AKu1d<%EWo4SgE*u7eFM@s%BYqkElI(dXS{+tM!s7L5~B!g=KL%f
zRO<6u<Kd`&DHBO&Vx8`cJ}!k7iHzI-LeapBwbFS6Z>z{O6eH5lOqjU>>EnP&p#7QH
z=qwgW$ga#REc%hYMa>3A!($KP^l{VB?L>|fe{o!}=<cZL>OL9?99K_!;bLu~S!q#_
za@*?P7CKEyWoRU`a?bj+4mv&So=$HrBu}(<JceZ(c-^lX$<SV?%Q%)1g0w^N4J`GO
zjg0v5Dv~{h<tWa#Kk9r^e*S*zK7By~pQwXpPM%<pV$iZ&v0^iK8O71BDSPbT+cnJK
z<9F}qoej%Y;D$6a)Om;Hu+W1IOo+?DeuognaYQ}FL1cRU0uD9s`}O_Zo!zD|Y)3=-
zH#YD`>i&q_B^C`i2nVdV189d58BaKu^tm<}P>kZBb(pLldWtAuCF)dE@nC1Hdir>2
zQY8eaXcu$~vdg_Szx=cL$c~wEis(%O9JGx|>%gd1{YKk+xDMZ^;Bdq;q%Zq(<|n77
zbibVUv=|}1f6tgB5$tCjLiw@A+e+Xe#|tZz<T3Ui@&BArO1d8->I6eLh%JNpLR{ca
zh=E!GrjntZi{(SrX!wG51T-;5wih4#c}E&y4hBDwNQ);4M<I?vA?^!7aSJy_iD|XR
zrkki3<x(lpKI7gA%aTM7F)hz5z;ySwqgFdB*g1dllWO$?jBb|Q=M(^bO2AfrkZ4o8
zND6ZbJHkh$CkA!t(sX?vAYeJ--CnY<C?8~Dw-&U#9<8gaoT{rY%>l4M_4f*88E&`_
zL1T-tlgCf1tYGbVGl*#YEDkdY%cD28@RkB6+oxxT{6t8U8WK_AO_BmAopE`*Dw8*V
zmzL<=o$U+!#(){*$$WD@-Sf9ZqKju}YuIZ}y;~B7cRjm8Er5ZO`|ibI?*(Ab1^jel
z=d4hvrRbB4wuI(2k!`FxYL)cbvGc7Nyl9kdO*HuA<*MJb_P^4y3@KZ4=+BsiX@1P+
z-oJbl{CrZARrV{2Jo6m4&bt;XBf=DAjy1!Z=P=j|t3fPaEN}zC(4SO^OOVeJVDuPY
z$r(sc7mBb&VD(iTJ+~WOLdyGSLJ9$sG?rHkZTY?)pJ{7dkZJ7=4Vbxs={PL(6CO^Q
zIOEVsFI&c^>O+egh4DS77j&%;yfI#z%EC+fYd$RAF)P#$V0d53)ZgdAcsxGJHlxYw
zJJ?bZTAQBmM*c4tGW%PxcOZFD3ghcY*Wwa9I;~La9nE#rebw_WnFA4;qtknq4i_lC
zminjnph%K*WhTC@zh_88Vwc%^%NSHisFgU@F?DeKP~f&~kySj?IuoaJPUgq>Ja!7t
zS(ibfCaH9m>1gu-r?P!{0Zay&5u}u9@O+94REn1D$o|!yt4K9{_pHr=8)s%N-6RNn
zPGXHa=@?a2IFNBnk}ju|Q#-iIOeuOLtlp;wQkG3W(ZW@PpXjuFeMK;x!COBovWH(o
zG3S6f%NX7na*g;c$Y2h(&VwiYa^Z48V78xh4w_6xe%cEv>7kxJn0a1!mP`tTY_t&&
zRDEi!mK{fiR(!d1_==ngXI#Z_w{7S$muyGYYG8FAg7r#WDdVm2bl%eEXH&JKW?hnz
zj^~}C2WfV2@~*p+Hg>tX?YMEMHGGzLSEl)d2S1+%Ki`D?WVO=Ry>6R~Q*&K~M|H2t
zNyb4KM-oS?*wN@@Wa_i+nsdf9-ymIonk8Mt)hyR9xJhb3y&NOkr|K>8d&ssv068Oa
zdPu5R?p=U_n=HU71t%>cesRBU!x~67m;Z0r$RA2Je34g#+x`<Q&rE14RM~F#embz-
z0e3ttT?TU><z?l@5#C{(2`JuN_MgvEn;Q)^-95uxK24jZneXYHZg5o1XeH5`;KzO9
zDW%Ysa<p)4s<8I1<<Wfu8$2;~8G|*gfN<*Li#YPTXP9(iBAgX>WTAQi(Bav?P$gmv
zVIWiDzCTe-pj8<j6&Fg&@K#iCFNv)Qf!`pT5uJLP4A^GG(=iR7i~Bk)A6KPDdUE;`
zZ9=AhLVIPLykHA=0SkLUMd|WUELfs)P8~o+s8MrK_>k8L?K8!N5sORk``;?x&+}MJ
z813W`V+*KO5VwO5Q+>_8q$vi?>L&hz{|X&$_Gh7E3!%dDijTgWrT2H1!HDR;;)HIS
z3Z|bSI?uq_gtjU6E{;X0(MOQ>qc~J2uc!sHq%^<4UYXc8`UKvqT$*f>ev+P&u7btt
z)J3rN8@75_;ihgA86jg5yXN<?3w|0!88udoMM)J)QoK~`nAmo<E^Zzlquff+-De1C
zLnvY;Z?riX8drPnZ;dPvS4$)|AuW?N4K@NdDT6r4505oGxd^VA1Y0LHh!-46`ZgOm
z!q*J9lCF^CNIa3O>?g!_cK&|!_Xh$W#R79}9`4VF8;5@)!IPv6mS}uP6Q)b$@I2xi
z11Hxp)rls-TP|tkTsA(pr-ftd40I17R+6mhF&9WNX%iv+!TGK8#OAfN_wdPDwc_+`
zZ=l`cKYfw)sPEYos#D6tU$9_DutQ4I(16~J{EdocTD{h;Gu%L_<$WFNu^iFmE$@ot
zI=b_%vo*BM9Oiu^dwCar3<G6>m4sy++e$hby-KaC8N5e)F5s1{edXVg98{OfcKNqd
z+mbD(HHT|iswO;De`Wabl26f3jl_T@pChX!zpULQLu&7B?rdH!tNnM5_-E;Lg9MwG
zufwOtauD5UKidH|<F^sp7(Pe(dQE>l{op4-L$a>2_=^etl%-z6Hm@H7tD<WFuVU6r
z?pUoQe5ZA7){$`uC6EB;PJ?eXZ0?PrHUKyH56`sIE>{bubly3v(xTbp5LWB?zf^k2
z7Skb_qHdrwLn;axHHd}F@s$Iz9a^_Rd)4|-AN&qh<osodTps`$e->E?&$b9*I;cVu
z6qtq3Et|v!mR5=Ftt(0y(tZnl@>rU+xDvf6D|0EafSWGAgQ^(g8Ys;e7*((nc}rVX
zha6}nJgzIS+7l~rrM^29$NXW*kxz%c0t9GRJyglyD#)lx1{>C(u<RF}<du*1AZJpV
zpv7dQq_eXLm2&(vb8pJ$?!<m$U#I8oq`gb~nzT}H#8<3fUELRl^cMG=AR^Kisw)o^
z*}G;f4O}h?%i&b4J6LbNpXsFSU|)Fk&0wqfJxE;($rd~?8-Zop`nT78BgghMe72T&
zvN~uS;(80L>SWdCB4XrN<TRMtvdp#e)xS@z#o$CuF;x|Hh(y)>o?3Cf)eUD@9vjr}
zeKL1BhhmW<Mrj<@3S5Fi-DQ>7V-R!b2SAG>_xB&GDeb|fRWjBAz(SnQ)X!+99|2pC
z;T&fj_|wY%ChVbX!t8>imRyn442!rHI=b)~Y{9%GENxaXe-|2Fesvvge)VWN<Hd&B
zwMLv3)~K(<&H9257O7;bNreG$VKsXu-unjU6WTS|GikpXXSv?I1=p3mHF|U85>6QC
z<Q3l*L~Wco%%WyT1fClk@MXjt-wR?gj!>Xy6gd7k#etQ6P6Dlj6U$%P2*M2P8rC!i
zZPoF_iCSyQwGO`ycxUKYFO$5=lsy$X1<*!{KPd|c7ML!C9_3|$gJu}DJ>b5=Ag;Gq
zUQ$vQSpn5(f|c7gM<^2x&EoOtIh7x_La8>~hykM$VuGpI3L9*X{$+GEdKY^JCcBT>
z^@py%5d3!r=i>(SrNH*G>?bqpD+s4QMg&kPf@`TbKy2!u3vM=PN<ux+@z?5SjxgG3
zwVe)<)`bqz2I6PQyY-a8u2}b_E1~?<J#f3f6Ni9z7uUI#0Bg+fOYuvx>t}te)8t^9
zf~FpZ?Wk-YF&>+R3!bo*t%3X03U0i7@oUMTkiy|#a@?2m<a=b&qkGUELm@vY2Nq=d
zzEVBKqBp}lWb8Qn&2zk>R87D(E>sZ~#u+on0v2e*u1`)m(?(4~ZYuQwMn2akHRtV#
z9nz)E0>pQdi6?+)8h_MPZY1^i^OWm8REB$-W4C>4oPFEan&mvv4Ad+*21)uU4Yt%_
zv<%t}h?P2w_>Cf?W)5!K&O+osL}v?;hoOm^WBeyDeP`?{ON66{0=qZ|0{t**KI_j(
z3~5KXP+hR3{vso5=%TDE%Pe?9b2col>xJ9klTzI#_7W>N8Fnk_ps(BE`HlxE6We|I
z3^jeC&-_!Q=?U-M;;z<KU6&7QkJphY2TF7^nk+ff<(RJMmanYSW54jNb*oO6@;>V2
z#X;uDwoYzxrO|X6J?TBTWjU1+i;0bS9bqYoS`T8;KJGR1lpy>wf#pM#MnPrOSXP=u
zmE(K+gVv~)D)XhKKb`3)`iN1Isf^ww>@x-u<1OM%qER=Zl<85vEeuD$=qjO5DHFl^
zIU3LP;2pgquYLfjM`6k6by?ztk*#yYF3uhRoQgL$tjzcl2BfJk3lAPwUlJ}n@3VnV
zeb-w3+H%S;i-^F?xh1t;Hp&#Bp4wOr;Kps1NF8FQZ3JJgILwRoMzsb}Vy$(@dkRT4
zR+~^D*{uY&tQRovt7obx9x-UFjP368n|~-?L54NlR5zwe0M>UWXW=|@a{z|5MPmzx
zjh*)8j)2RVE@SV}N8&rqYUx+$K`BP=#_SzNA*1Mesah%fg_gW`rVhGwwVhI18p{^u
zqNq)vd822nb8F$OM;`$O3*>YZItz+kB>E&w(-04Jfj}aO0eg@-G4N~^DvkmmO1WR?
zM2mkGF3|I!VDbSnJ<YI>l2IOHpl=5v7EgM>?#T=Diq~%poL1spIg<WG7BdcXsTY!8
zc_N5ghJz?`Ii`BQe12gFN*JML!ds^O{!<Iqitc*dT8#C+Vy$n+8<tC!+Yix$`+3#6
z>$Ueuzho-f_lG<75H+gZjZKA!3Gl7Pf<vP;O_S(*8Fq6?kuh1=2!@0O-U>%llnLR-
z{7aZ8lwxJBL9O#HnFOn}mXnf&QlSieh8~5HY0o^ukdlHF=}~*)M2xPJCsyUmblsuT
zUxTJc0%MAR)nx(W;kl94aqE?&raNi*-d=7VfjW$AR6br^rL~kHSC;KZIMN<TZoFQ|
zPVj1x=GA7a4&(8HXm}mWVS+lQs5NhRhFt4i&-(^3U;Dd#ZTelzG+PLx;gE*A+0QtP
z7m4he2i|j^L6=8dn^rG1POG!$umV_FLZo+2_m4WB5a2Js*~tg057(o@52k@tFrgHR
z$(n$Wx=K;WAtT?FpOEZ&%LV!>jX+T{euvHqHjHZ65fdVYj;bYG&b^taJ;utD9gpOs
z%*^cEfc*hvCu4It7Jts`g4ReA^cSzn<en8%XB9MK*BBXoA1xzUNcs7?_rVnSO_nGe
zlZVKPeq_Lq(q{cPAm3MzZk4+BC2q}TNgR^^2&KBn3ybNDa@?gU5-J!V`YI=SKO^Z%
z3#db(vOE(OXmKKbIsNLQz!)xyuxIfHH5$#s+7(*Rg3&TC>xB-siarve>m~6{@X;Oh
z>h9-Q3%d9|vq~V@Buv;no*)Jkdr&D-%EPdG%Mc~e2^)t5+j`5R($7D>oz1YDJDmR2
zUwIQ-ON=%;Vd`A34HcA8rl{M$cZ#mw01XH-U0H4?A=Qa@%B$6Qd_E-0ShQ;Zc!9&$
z{N0ppFKvFxQxPN+E*<Rg-YX(kaM1PYIH-mpkm=DFPYbK0;iNb@wUPmmVrYUV^}|Pf
z65uX#SM(liUI{uVrfWv!RT^2etYJ}UrnC)Htq78ICdz>fMB-MD@~MTp0@zBV#NI>u
zE;ZLg*5$1y`f}w@v<Fs5X$m)nW1yQsAE5{p1QpaQ{dC@N#!2QaM&*igO##_Gg-@D5
zHQ-dYn%yqOc3*3e6Tf$%L-*k8dV?XFCdXZ7HCgh%{p*2KM%K4vCUw&ppz=Yb<<Ki`
zY#!mtwq|tedS}%7DA@RbCFrT~jH1Jb<8CJkic6@|*_nK3DHneiF(%VtF42Y34W)F}
z?d<TdpWT}WWiP<9A8_nUE}y`({dW);IkR2_194%rRN=M(WzD(xk(>%ekP>jSc|jkc
z6tM8)G6P8Bmqg>P(l`3~atonGO`+uVlAtLDon88mPoN*11!5y9amKG-+-|7*N%8_b
zlrfTz->Pp895+stG=9@$)4*e4aa00JRf?wG^B?id0~a}C2M^2+B5C#%=Ug40x;=~W
zGeTq9;G}KSH>|ANB_Gg2HzV9UCO9}k9nZGtz)@0A^-SA$4VV)AfI<XAu06F~Xlf9<
z-5pbvk4(^4o_ie!fueH1rO8l7TJU<9?vHh6cDA~XVx%QCZEK*T8{i+g{sN`)-3=+a
z_C!0cJyv?o%6NUup(uO1qK{AadY$d(@@zaK&|jA7U5g3Sa>;4IX4b*0E(9~j4jxkf
zhV=F)^l`LdFPN!Y?9-ECutu^3)+1UKNIf$K5KpppUh#{Qfs05eI}m;nXC>8vSe3Yv
zu5-j&*U+MwyJkDZ(`l^*TM2|}D{A^}8jq4)uidz)l%m7usC^8B7s-@5X8e?@JV5T1
zD>BszPpkSZ`e8y0hT#Zv6yUgWOCOA~@hm><IoTexF&-9l7#oKl>Y;iySt@*%aDm?v
zl60OXuiEU;zi~)m8fkWF1`>CpXf1{kqpLTI)Tk7Lg**LaDA(mA^d_+9Emzl|a~1#`
zy#qQ>1CwDu!4UxFUk71DoV^F4LIRwTl1BaJKwP0IIeq@-u4uk4@9twLjUGbL_t+0r
zOmzuAT${%2vpTqPRb1P1z3qpx4nfJN?I!r-dWPUVV^FIo7t7n(qm6=yN*~`7S}^d*
z{i^zkc+!05QO_A>W*Wk8E8_h5bB~$Bh3`F<qc_{2d%wl3pV5}q>)##i?dKiWncJ(|
zrkmtll?>mgU*kuI05wD?#G^Sou9p}fNjH&2&A?rGsFtIXf8kVs&(u(5=sCVz5lZ!k
z${Pq(16CMqC>!Eaug}K&S$2VxHM@1wt78z9E5d_Q$Q5u|xlWQbf-OxKxw6OAMJHVH
z=c)3S^h3rBRBdSqO3Ix*z?jM9-|Xld=y+KkOb@BDIfl;UjI0vZ;B{g9)^Xeq%}JNH
zWHdIhd0FskOV;=kWot!Up2pbe+GWLBo~$@(%k>r03iO){o0%=gWqyY$OV%oW7$kFn
z#Gr^?{)6fQRABZQyvgy(GV|!zgP&Y>@?+@{84e;qEXG0X11eebRMQH+)D;|kOn+*=
zbniNYN1tTxWzP-Y#U8*PqRD&7djTnPrhn;kXH|LB<1NNqEt0eLOhIE)ak1>x?<`Bf
zsnTdt<V;jl=!pZ*(x(I}MY2_QtokPf;yfg>Egp=(y4B@cxS`oh_o>M@bFpAT%7#(I
z$cr!t6j*{U#L-<L<b*6>gD4?5^2Nn*yyc6?pG40F5e%W;1+xjjf|KOz$uSIsZn}C^
zU^(Q^Rk10w)txbCJlPXuT$zI_dv-fA5}_%dx;`WReJs@bb|Jem-$bP+Bpf&!Dsb7G
z6T7z;&S~o#y>6cN+eE3=KE&`ZEo{t&QwxaUhl3SjE7UYn*rtK5-wrQX9F3>CDxHq>
ze@}j`gqMq|H<5ytc<622wrO5rbAnkqBQ3bpn7}uRJAz<LN4V|F$6gxHRVKBlRx)^5
z9J@+3r~~HvE}c2)l_B9c<4QIVWEM2Hd<!;=wB>AzzF5$oPMNcCbAuFb1Yt|<FYuDI
zEDT}P+kc>yGDe8yoUEAbxlKinkCgT0khfM^Gj4Kkhz4`aaF*>Px%UkN;cxJIpHgz=
zx>=E~RzLMi!0udJ$`X0|M~7>fdRiLk5@p#9oE>e#g{K{vPB;r{aE!=$6}R$llXpmc
zPj*swR`5<^9&^#BI)`@?cJJxJ=+4`h4@`bg<Lk{7${ZC?*VXz}DBLobHkl+!=3{B?
zWEEs|Cd}|Szl&HO4eHi6wWv$P@N6c+)busRY=FV($kIG_IM^H~_X2<YiNaO+e$5Xq
zY1Gzxtk%0<X*FB^)d+;V(}bt?zQqnfw-Ud8S<U9ufWKblKW=BVMQj5;vIP1%^l};~
zjTFHcMAIjSOhk#B&@ipja}=^ZW=e&Bv<dl4n(t>yA->GM|5W|k?q)^_{Zx_cnlXb;
zn@r2kf1Ad-T!d4qi9go+-kCQyhUdI4mGaEW=DRw$P@a=tFDa-Vf2!LKd#xv`KItd0
zZ?3wXI;k0q;zXitHR<msNY^#NM*jItL6^#s>C$8~y;CfyJ-rY0aN%o!25}$~lnQ2j
z<+0d-gOe2Hj?|p0K1n0AEVM7L-=3IAkhon;<a(CiDPNIYMe?RoFFb(;8e<c3<A9ei
zDOa;dRU2>I>6rX`qPeR1svfJRUWoz9P&l0%C$kj{>7rTjX@`pGa5)?PcuxAdl!O75
z1#n(NEnQy#ygZuKc&4iQ<kH}zr1aTAG#s8JFrjIOmV9=vy22_(m+m&7mM&stH=5jh
ztQ%dnp7{o!X2>wsh;gFEpQHNe4vmK(BooP0x7e}RLgZxYPrP<vHRQ22XX>^7E58@D
z@5GvGn`UUnvQ@dMzn#5Zie>?1A!BVP@lvoSdMUaYa+T>=6tM@=Bf~aKzpZqNmr7%F
z8We!?;lSrDq?to>$7mY=MJptpo1Kk=;LxzVPxWkRy}D65uB%-)?jza%{o)DzVtNaY
z&Uv3bv#Irp^3{OPn&tX|Q^AK|U#8v@HtWv^lGrQt#CEikF6p40%9e1MPuHkKX0{!&
z-{!_niy0FN|A>}Z-ww0&(_|vEZ8x!8?ij8U-Z^OLNijJa(6YRvRm>9R;wbfe2bttE
ztu<pfWe5&u68p6JZhBbeh-l-OGs5WdXXS8~)Exti=ie#altDAK)bdVGRyzcM7x=62
z<WkP;VyuX6*jJLq#@80g#4;6(gPCvca8lxU8<(cmMDXA*FmAebYWJd@>`Uaj@6^fn
zx(D#2hulVqnDJ7_tv#yBVH0rKaib&A29F=w3~!Jk8=w`_%@7$wV4Zp=njXs(47i>_
zm5c~=&TNhmWOjg1a0!mF49bRc#ax*pO>G$ad8R~ZMkYLBlcmE)Q>tH;V~iN+we`au
znCybkLgH!-SQB3Nx%EY!YY&yeIx^G3?Smq&GWb`9!tUu2v92;ncJoFOIO5&@BXG#y
zZfRYKM0=iYoVO}X)$j$~b`b%*lAXuJTWi67xtN!n+#H|N-jh;alE5Bv>Ji+_hG13I
zqm8RXBw4MFo9@`1PeYvp%gL{i<Ke$52z+SP+|R?Efo<g6jxstb@dmBx7o#)Xwv&sl
zRx}t~Gp7(Rjixj?3cdTKzF`C(c$?mWHwU-@O#99(x&nJ0<L@Q&BNQWL5_X&Mk@jox
ziy8WZGF0{YXhe_=d9Ly<nQ@Ji7><n703X>=NLov6IEu;ZfmctG9m*B*wTTf&gdjQx
zUUPqz!lxY>1WKJ_x;I)TTV_X?H#x00t;DRztg#!?ts|<}MmDx`nze;SguSbPo`%q`
zBjGh0a&=I$q_>gNWX*AJAg`gh`FTWpttcfu+oaLA)H6pE$&4|(IqN|tCMO(ejyim_
z$*Gu!oA*8<Yb%!|*mlBrtnBa^K1=LWPCP-4nMjkiB6rc<F44lL`*Jr0CZ`Mn_3*gM
zIO*!C>#a`F!(AVhizXCgFK9-?^W1q+RZjUEw!vn&-0lQAapXbGoy=4OC#HYVR04=|
znBaxI6owA?T>TWprhFUVG8Ae%1L!4uEjEb67KoXwpO~ywZ@SSty_qV>s>%Cqv>j2k
zdR)2A|F(f?j7sTx!@LGc0zNMJ<1oXYln<s?WKTXKi-2I>GygFMfg72}^~+!?bQ2Z3
zF=d!N6P91O>@y@%86k2%vQjGZR4)zf_EvCqOAd=-&xUPxZZG3U6DV}Xick8f5E}vO
zUP+O05LJsJo+83fR$ZjqE}PX-PcPSS7B_KjAVv&u7ne+anl8VXn20=s;l1w3Wns_8
zZPcQXU8T*9RK}5{bhcvQ$~ImTDnf^8l36aI6H^038PIF}5s9N=L#e5=ya*>{FVEQ8
zP?gZoX_PIux2PVX2eGycJx|ptua!SP6_)wP;04Bx3k+Xpf0{5Ovt{lL`G(xv+0)I*
z*dwPV9#r5??!!X|<z7yV(*Vj!MwB)3Ph^Y_gfXPa604IKG>X)*g=Ny`&8sw`e3zIa
z_91IbT;0K~v<#I6LA_8*F(k>Jx?qYAb+%(2r`de|0GKco(#lUF3w<If3&5gU&JQ;t
zWRpmvt`@LdXW7y)ukI4<MYJ|xbI2@`eh~fcJkx%$zOg>nez*QMJ!5)7ca{2(;w||F
z^B&AOnSm%Rwmn+>5UgQ)PoXr9iK!C^E802o)Q~CR_?E*d;L!0b=F#Yk=Y)_e6-?4G
zKnxtN($4y9_E?64%>L`hiJR00@P~L_q?8wMxl9Sqf~xn|9cPlFd%T>diyE*?jm9`m
z2ar-U7Q*BihU^kV;z&ebPXW!LO9xCqz#+bVLp%x}*&sS7S{yJ(H`)n7X-MzT2ecEG
z?nPgALgl`#6wX5{Fc9}OkBS83ly-0GTnr1r+g&mJ<3|>Yq&w&P2g#V;WH8L)=bLj`
z4w8u%iES=&j4AKMxgsYe3#56r2td|0)|r`&-U-626rwq@%*%MrcWsuQJtItiauU40
z{Ihi}$Bp~`xc?j9Fj1TicDGv$7cUD~p(HeWv+8;)`(lNAA0_1q`Qz^M&3eDc9|;ux
z^5F3eiurF=P~n?LmquJ5J9X4hVK67R$XYqqU@l^j7AraO7@|uPcTP5GZ(ju3WaD~S
zS6H`(PNZ$zt$r(X=uzwX>v3a)zdooy0#4Nc>X@-rv)1Temlc}Wl+tn4iOzq2lgbBk
zl|OndJSu3*XkwmMGEm@3ojZT}tElUo5COx)|6ojn1HT8y69<|ruy8mKO2vt@3KGYx
zo-ZtuIj4~-lPO&Wgf$Wj-D88dRFF$>4m~GS9(tt<?+Ts`t(=EwhX4W_>X|W6EY2HT
zjxR~xFPSb>?^*`Hp?UY8=2+NpRu{|3|LqhMuGJsJ5n`(^Uz)?>F*W`>mz#hRXU^Hb
zbQwW#Z+3B}=5MYP((F9!r2OpWeL(9qzDT!E5uWYlXz)7!D(*)g{%S8Hi0OqSD}!Cs
zF_@OtKNF-p-53A8!VPCSSKj$l5_U$PMhFz`hG`E+PUPhH&QIpZJ&Wlix+5hAHfw@_
zS`^l!U<0PufOZQUY{7_(@fc@7*TS}m@lhe&*c^a(4V%ScsWv2IdryV2d>m6%3LPL+
zA>4%BA9PaH_NQE(i0GV-+KR4Z_QLLhF!N%0$uy_08bxusG{%2*RVishE>Dr>+}4bM
z0KM5Y|J-^>36E(|o)0tTgWXazG@(voJaIb;!*bWTgm3;sm<5x18RG<oO;|;hMQj*`
z5qX3l*McfzLpUHF(kN7LBRCZ?6v@;Mzuw*J=1p>iZ7S^qSG8x)fz67X=>38E+)~3%
zzUA0^aDx2UhxJYN7T|T-?ZW4>k{XPQsXQf(1`$JuSWli*_mGLPd`>!v>;lW4$b8V+
zs9X6fj;G)^0B5ez0r9iWF0D$CFyY>+ZdE{ipYVGyqh60OGv14=6Ix1{gdK<&JoHu4
zA$>iG^_fD+vAo)rF%wy_UV^2X?Vc3=t_P2s-T-BYajAS)G@BIx8gc{SNhV`(pMB(a
z$Z#%jR8Rdgks#K;!(4hF<wQ|W%c+WeTUb&?IUAxjkJ9e0(hwmx55X0tJ9coKs6yUB
zqz-a?7{FMd$WnsNOriD+fhFAj!jcmR)vu~@Dg7A%CL<@ZpuvH=Apot-p%(|5X!7gD
z%4;;BAR%PP#6<ldf=ktOKZoy7bu$uOir1Ti;R|rz@<aY<?DxQ2aJ6vz&MN@^aL{Oh
z&l5f7-0-xa_ZX_J`S&jC7;RpxP3%qXO|I)F6!+W&W3tmprd#zlPQOy#v<oJOPTJkX
zK*#WBz=4Gu&t%J}af5X&5(heaQ44Gp&)3W6|9btj#=ej}iht1MZYcO_!h7Q1{T{%l
zm-<e<V>Av&Sh*Z=_fnIwp-)WWO(duIgRA&c_SV*B%dy!n98o-@6`C(%nM`E`pG<WZ
zF>u~4OlJIC&iwAa)t}+em{9o2=!pGF`X@p~pYQ4k{DuRfeNBx8RE0S#!PP(J9vtUs
zAqx{Eg+Bb|*ChS8o`rc-qadjM2=RO`7eJQ5Ned^=88L${7e?k=VP?c&&cQGvO$TgY
zGoxt-V9Fy;3#ArJ_Kg<*QjD;EoI?F%^4$+yNjNdO3kZDFUOhZz4m#n}Z~WS?MXCUG
zWh#*(G1pPe6Cq425WMlhZcRc6tik1j4)APgInjNpHXZgtd67gYY&{MjljF$%7tQ;!
z^`VmjPmB6F0?dG^0XsUGpZ6BzmYhV~ggi_mL+LcZP22|1BMqovqSuP*!Z`7c?ZTPk
zM9Bh`h4TM`*|&`NKHMkVtn~;zN-OJz-z)|2Jgib){}L{~z9?es`gpp`MG1Ghq{ivg
z{z7jesiyv)p!<JsEc!3FGyk`?kpHy@>3^y;|2_2ouS)Zuee*x7G}+kxlS=cyw=MkF
z5qIW)i2Hxs`u~8qGceOL{tv{Rm6?g@e>LrU{8MQvr`&FMu2MlJD?!Ba`*BJHBUJwR
z6R8Rjr<4;=FX&eWS)e3NNsJ(lk0^oz;lyOo$GXT#X-37nnUZsIglqvS%p@(l32!Yo
znxaA{T-@n>-zH-yOI38z>WU(8@|c-kdm8(GgEM2o^P*u{+x+r)rRa~2xL%$KvP`X&
za7yw#H3ia9V=pZv*2Md5NXXi1FO-V9_Hhphu|w9dp24M3!*Eh7fQ4mrQb@JQ$|`nU
z$_&`t41$#bSDPsh>&sQNhzg+~Mbu0D*9-D_DuqS6b>v_h@W{;4)+(%-FQ90o%Dk<a
z=)O3~VGUletlC-)$?LOZ)*~!IuGy=%u)DGHu|LLKxbQahBj&k3X1O~OuCOPTT%FA~
zHtWO^SqkA*5mWvM7{DRgi`&WhD9fFtJw!zWOa#g!6(e|!DZNKB{fU8xzjiMA$&$7#
zK)RTdv0e#NENi-i@+7a`$mBjrnzo_<6H{7s@ismCWg+>AqOyp_ijk&Bj6ATy942{g
zcizTD`3Px4(6(M>BXDJw5l=eba_wu(UPG8A9t|<j430;<Q;m=#KisrtjKS@!h|8Ss
zJB6?*377FUBo$Lb%94m~fzcz7#+Xf*bPh;EGV_eUBMWW;(gh8RKAi|KLx9SRr?CM!
zg{DO`rx@sQzU`EVFA|#o{0c90b+&y}34=p~_hW5{kVfsFuNl^uhDU&I?vpzCUw37a
z_#)z^Xh+~ngw+vy?v3c~OXKFcPCU9hRCl^abW=LmdbO2bX=ZH3tguaC{MoLP(T0%h
zJl_Jr2h0wodbJvp5_UPMDC>h9D4}=iPl``K{3pf4tlA$*Q|P^Symf{be>JKffLXqx
z#3zz(s!5Y-D<rxT&FP&-O~P44RFAX3SWqXP=J{B4)W>?Pxfetq=-nZ<NVK8P605~?
zae*TQb#nL?&2x^YOSUJ}?!fm7BcB(|9*LkSU#xbV_Y-+&k9%#8jE{3_rbc$wfM^5E
z%n_4()7D177r@*x?Jk)r1kY(MLM)<JInI@dXk_6@<tLmCQMv{Fk2v1KL@REMlYC=_
zO8wV5&-K|iefw@TQe66XDfqOPG#?92QyJD@r?cpMfvAqBL|LCCtnzf5LA6kMxcN@0
zI%ZbLoRj*>eRB>=6W2POm)9$ae>M^S?unQ>*){VQw44doyU%yPAK5Q@K0;EcR&uo1
z@Kvev5?5(mO{^JNY!BlzCt`wwaH+^AQQYt@G>&o;eIOMthGc!`>Jjxj?Tg~xQart>
z*ZIpQ)|G90WtlmQss7cefMsSl3}bq<%mIhF&P#Qi&fw>|&o#xX(<@+?fb7E|u{#)K
zw%qaBlgT%g9}YgUgJ8*|FwNn>1L^x@^TPGWhS9IC_o(9_=Z5QMNBCSmR$-xPA$S-b
z>~#NTv;GOm{+vviVl_uq!<0-joC%K&{#Lyxo53)?faJzh7*77)yjA*_&~u(FIYwP|
z-hQdC@R>z~!!%i@#(ZJN+0m&a{bmp~1V=2I*2d~9n-_$M!7KR}_K{cE7gEni98<jd
z#xtaQEuDc{!B~qo*e}tf<F0ty{mpmYq}{vShu62zFRFcn@d1jGFsOQkEfS9)+Lv%&
zRNKr3DUy=+lI0RrY1_Qh$7$%P$?52m>yy!G*$iKcpXB!-4ukgDhaeKG_ccu0Z1d{+
z6^+}LpD~ZVj~*6-%z)=3u@}|3;Zt6hK#JJc1_=1VUAjlwdrKd_%|}>h##j76QjM9x
z1N`59obCgmd&8dOF{PTNN4tn_QM!4{lUAw1X}rZsFYfFCceh@%J-UB^#pG#ZN2yJz
z+Wn>VFz(!=(e~uq;9=9W=wl}uEHT}*n!-i&-@y~yD033Nk(ayN$IAMI*agKefa{`d
zWTVD7Z6qF9-TB>mpZt2Xx*OI-#E&d6IupwYF5QVpnsTqeVg#n8SyU07V^v|^!J1z`
z>%!L|RkhF6dW#gX**USa=hk(n6K2@-g)`VJuf#L`strB`2+up!5~-`a#wEIvMTJHD
z6YkqDy3mPf?E|hWNu7Xm>`IxN;0NXrj4y;4O7|Gj1)VC8EJ6!0U(wn|n5YBI6jyV!
zZOPAJvkdB-lWlH7AN_^1PiFEOfu-L5cV>U-&{CGA2p_X}J{TTQ_{uUrs5PjTq>21=
z*+fFixOXP@NUwO~`0Nvp#!#QZ8vVj^lq{Wc^kMKRdm%FYcKFXbo{ZTRMYFPSusa<I
z<HU5d%JU-k!1mRzEce`Z<HySss&kdAjZlV2yoKDml{qz{kpsmKrWFqg7g@L$S;&U8
zSXVWyS~T$TsOVC-EdO=(R!IghNruGiyM|;JJwBdj*D>2O7{@x}Cq|s%8H`Bpov=67
zxAFo@hRf_H7@5)AIs{^A=I|}_(poh_sy*#6ve|WTyBRqA(${l%b`C<yT5Q(PWWyKC
z^H~Qvq5-K2eQ!6iUjD}W5^A*C`CAGk+f{|D`O-OBzvg&xB=eScq7e$yGERj)&0zsn
zFxx@lstS#+_0xLiF+#|1cG<#p!3+i`l&<T3brnOO4ON9pD%uRTf3?9^0qRU8vX46H
zxoj+KqlZ0&o_|-4q*O&aPO_No1vlR8%MC}PaFZDs*W;7S@Zu5hOdB<(Nc%C4mD(tQ
zGjdSoq}6NQA03UimjMI@*+2lb1Ir#1u(YAcnXVNi@u)L@vy160&aqmI;H+t<r>EyB
zwK9G@+9jbIiz6@kb`@_bR-Y0hUa5Li?_KWB&&~3bi&~N_Iibx^JdQ(Baw7OSww_6b
zQrjm2?%O$*&~gD-0ke2lmgh%DP#K2r>QREdv#eZ*i(_4rRnHE!jv0ZqrE1K~7A#Sh
zm6J+~OIJ@%&Z?^Bn+3^K%X5z8NtH?l&Qch+D+bJ}8`zq(FDEh1))8IiBK%B+6D!O0
z)w5|aFN~v%;15zR4Q;vNJ?f!Oi6$>@zDii7pOlJPEE+Zz9ZO4Yb(CJEtviOEpYQxz
zyc~@4O8?}$>LFC7n1zkBF0Y<jVF_9^kTs~z|A1<vDEv_?KDVz?P?emm04Oo>ij|3E
zE5SM({rn&bWbP5XEU$Jfz8p5M`3QM{^e!wjy&sul&t<()khYP@CF0<$^A49_FbVq3
zl(PGm@-U`tuNWRAnluuv0aZijSSce&<V5>W!k4e}^T34G3n|UXPu>Z_Fke2L0OE-e
zq)5GXel!Y|yyTEn1FT8R)ul8Klb}w-F_ma=$cCX~IitJl7%lAFb_iFSq%R$-7hg6#
zI<bOy9M!^sg9RBBV?o~x`554a@%8A)+Pl`rtL7K^_wH!bmQ94y__{fzI;Vi;7;SkN
z-qlM^x^pmW@NIPoukl~}7}c8%A-^OXBSlJ0$QM>qzIkw>&&rZo%8@B6<|sV=YilaY
zItq~&&>_wYGO`qvNaoxl_sscCYDtqJ(Z<C#K{gptzNpP*nFA_VD#Z!()e5d4Ct~*A
zULGI5_44cvqAdzX290VN9{HyWA6b$YsYPrBV)*)ssI?W^8;eN3;WdBA<YZ-wB`dEW
zpO}M)wyCr-2A3COFDH_6Vj}v2F<`}BY-JazT$c)wXsQq@lNHT#Be$E&W=C%{8k%Z$
z{by@BEiPeZ+|=`$dgzckI((wXN{hVIC@nLp_6H%Uw)a?z|6aZ#I#X3kKq_@JOo@+M
zp&3PC4sugEl4Im(alEcP<wJGs2<YzeBn2CxYk#B_4J`=i&S_bUY9}04lEK^3HSDBU
z9lDI`Cx+3%1JUIY1e4efcN?3n?V7x7qSKiX_Ogy-_SMGTqu#xaxKZuY^M#Nw4NK$_
zvWzfMGDnBsXZ?|8VbJ0CQH)~q_az_E?CZrijE{8(*>T3YUx7Qg%mdsN7FakF^V9Hh
z7vG8HtpRl!u43Lg+q74_k!u5dP%+LISojA!_a{@i5Be@D?%0`N()gD|+u*jG2TARe
z7u?qjdAhUqI5-$)sY*!B6~H<%Y*Y!uX;&;8yj_Bfb^0K<MroL>lBb7c3L?DvnlHks
z1AqMrAJa8j2FOgT99oJ7_PqDbGr=z4J6MP;(I!Vu2@7d&I1P8{MCw?!d5^td_DC3W
z^W6y!*{JX&VNAFPxLqr?w+?klS8uN&TG^PvSnw@aXa;2T{=@Ongf-MZKVn{<VYRET
zEt_LnM#?qZg;WQ94U)*R%_TQBZBi0stot>ZIvrlFzO?Xfm8y%Xr8T!Y8j33wHL<T?
zYIYH<D#~@Ww3RQ*t+kP^s^E4S+PtL)H!?`ti?6Mve>Qq`%8M|EG7|VImuqazplZz3
zdNnL<f8am!s^M#_uCJhK;91S9Et_f6bUKAA&CeDZnlyS_>e}5aR_a<Lpj({5Y|Z`G
zmwt~w3qmdkDo47zQn+{5NalGQ>_eCEL$$VEjB%yUB&#2q{%|yxZ$GSlzUP{~|DK!E
zf6*3*bK(@(y1yt|8}$(jqM+#LqAxKi%M*P<+4d@-ACkGjA2b@1NfVHPOra;1FdHSM
zjHIQ5%99?=Jmb=Zvms`K*&(H)^Fk_D%DpJvrmM=C8iXaFCo0&}9-#-D9e9yb3|~^&
zhxN+A`X$nSm;v;aYiAWt1He6Yi{2zN#;svR$UbrE`DQTlv+>W_=#^aX`Ze+4{KX*J
z{+$>9t8yKK^}bjrH5PwSO@TqOBgWf{Y?~07bs#h+kyjfa1M=Pe2D+}CBO9E6y<;=v
z`R7D7BH9UbNj7q`t~TpHy&iHmYT?RN)PQ;BHp;5Cm00IXZYy7kbC}bMkxL{~&Dt${
z1MnW1@i}}}$R3ihcNTWk>{j4DTur)A&lyO?Fk1qASYrZsEGJ0F-o@5-90F04Z4e!m
z%)#g>ZGiW_1W+vOm1thtFprD6WzKBwbV$Xp$#Ku`t&#Cl!9$>n3}%yALhwcSmR};v
z4M;=V%OCMqP~=mQys}S{MBM=V7?>UGnaB=r96FXA^ai=)9J%D=KUM>K@FZw>;#^jc
zbPl^H&H>K_C^y&+NGcX=lwPj^V`KOCf$b0uI^-x|6i%R%A~~(RiAyL0qe%KTB4+#<
z4KMjlelS4HQEbRaiN_{<*ll^uQ;5Q%QJ^pDfvDb@P3#OP<__uUUfvn1=CZhzJW*b6
z6lEdtJ<c-wAI$ix?Wpxyk!GAXoj$}qb3aIv<})E08gPiT)u2C#T@v6!3d?T(@$A#?
za#Lcfr<L;=wox;39J(k#jc0yk1BB}2715+*f3%G9>X%ePp`g0o!G)VI?3(wTM21Bt
z*oT!c?dOLTQ6pqi_9v3_N9#x^>&aSfgSeP2s#e2?)yg`UrFD>osi)?tqkgHaLd-3O
zx(P<bsqabmmCZdV0M=mV07<2a&`xxuic-Oni6y3lb4?UL@ag@T&SCt7d`M7$Z$P_%
z&_U9YnF03VPKg8o+R*y;8Q`74>);UpoPb?`!2nDFR5+;}5XsP1-ut!zaO|-427-?8
zW3kUfp`vFt!?K#vZ=X;arrS7dPcny17EK;aMo)|~ZAXr<Yi*N-6-g$*GEn~UbC)ql
z@Af@y8SMLEiwAD(jCyL&rT%ZC8c?O(m%mHD$-4gv6D-f09|lQ?)EIHVv%nxYr?AU7
z<Q(5_kV7M5(6VX&gno~Hmwq4I)gO+^;30)N#-8TPpz!)?<h!motjw@BdZv$$Kd3Qi
zj!8|5bgog~ppcf1Aq}fRm+%XU3AzT1$=;DH5krUtr1W_rxsaVf0z-=Znd&g^a~NVY
z<1l1cRRc<alWZ+sZP+xh*LbWNR>>W9Dk+NU4Heji{pZ7Q27aZS$!7-c6I1F|T?X#M
zski~Ik<Wr=*L46u^Xi7~wAs_~Yf5xRv+Jn>)?y#<1y={Rqw{;*eJ3?KGW}p|CsLd|
zN*bRrY9LAvOxK#l9y<ai3H~aZcpz`!u4v$nND))MD!hY++Y@ZLCGT|AdyQ%E1b0dJ
zWK{=f6SC*s!yIn+dn6g%WzcF&_&f3tx^K^MXXtkbAmH9N?B}BF_!s(zzAp9_N_za>
zCG?$^2pXI~Tr^24A^|cYXe9cTmQLcJbI$=y>m~q6-4Q6ln1->>74vw(rIdm0FH|WG
zU3#!;v6L~{HK?5i#8=wEgI^>{tLi#2?5gvgz_2sG?Z4Qhmc7g#v^D5%a08OopI+F7
zO)to-k*NMiFQW!)qqJK#4KdC^uiW@+07#K=0tpEyG;~icuHrjcWFM*hPm~^=ePZ2!
z$se@T?_8}HypAi9`!9=$ptq=jT=K4o)HL&7_Qjt^sn5jp7c$0c@HMd{K#>kxuaNIo
zjF;a;eP4#bAFYt@9+=Mtn9l;3PZo>?WmZ}W7hZV-m&5@iFGH43j_DtNliy~O-(VA8
zt;SW$7eUyQE9frf>np@yJSDf0$i?fK^Ox|&>rW0DQkTGZVS8|PQ?@wmA*>rhQ?((A
zfkoI~qd3TrUJ&BxJ3257+qc!gBJ`inEE0R}@aKKegQM`OS<-We!EVrtAo6;Qn@s+x
z5YHB-sSub}=p)NQcfv7M(MRGqy6BU0d{Ywl@NZ}q$2R@nRWl#toAuHpn(YQY1=L+&
zOxCaAIv)ni?CU~8Rt$qcFGlDW!@=mIwZ;%GtfSBnE~KM$a`y#0E&*J&jM4yZ3+7$$
z2jIeYkTF`KPU(+LiS>zDp`>E7(tX)LkL>+aTuvBYT=CBRT)>76au1xMWpYk}%o-za
z7^+N`L`~xjJ?74Q9o);Y=%nhUNwbg#ujKtyAq9%;q&0PsDx%{mDV-}dic3WuuMjRg
z6Oj-uXd@k`qZ7<&+&Ca2EW;@ijP+Q9Ba;yzErQcil9X`fBBIp&9blr;c`wj0;=*<y
zV(AuP1&aDIqH=MPWUIE~<Uu>jnN)Qk7OL3$q+yrtJ#P43U9{kJ=a5G#-Ty}0TL#q;
zMcsm22yO}P65!(QZb2{Z?(XhRaCZ%UaS84gF76&&g1ZKX$@k5?c{1~=-m99aUR8Zg
z*Ev7BYS-S?z4lq__Ylfqexs;?Q^1Ac&g%r}Q1j9gZOc_2Ztk$LPc=d{bN^G%%lF&v
z1C+zM^`BQ@-oWF$6M@v`S^O!XZImZ!-j~G8&8}bVt=is?GC0}zQ<jYbxrO%^2e!HB
z?SfPAjlb9;E(abJ@L}Rx+PV2!E$p2)W5F}~y=yDSc}Hg>J)`Y(x^M)icJ9m`Ed><x
zv%ue7b1U0D)A*T%Y(1lI9j>D&ixHI;i^Z@KvaG${^^F+#BFYTdBSvUTU|jjKDIT)n
zNEdDGBlpARMuS~1<VJ@+pDndh(No|ll5I^h)@2Uu(&&=gDdj26nsm-Ux)q^uOzVmr
zPR{6%y%~iN9TEPW_nxC^F~bQpTa1iJ$}X{<$rC%?1!e9EkG{N5bos72NcLVkukt5n
zgBJ6Z+VN60;mI@Ji-BO(96UjVO;~AQI|SR}Iwt+ZLX&o0N<&%Q-kL7fJwP*4*<L?W
z!Ysz#`eyhwz=XkaP0%`7!=baRCvV7(MuCw;J5`{w;Z;|OES!E!5I0{f;V^mi+gorY
zmHV?R=Bay~*;mZdsyq5U^!K-}xVlQ3%fl+Fin>!v#;zKZ`qaks8=uTcWeYWk=0NOg
za$hWS@mFiOrv}H&dZEbim+0ssNo4JOj$ftP<+16KabrE!lr4>H=4!we`eLbKz{Us+
zz(2WfVqMY!d&b^D)uLjqnwcIsFT1fsCZ8J_&R^RAY~ZH+gIN7TT<r~Ah1lY(C_qw!
zW6f?%<x7JXmz}^zsN&DNIxC3SEmw6-N?<u+8(m0HP>;VjsB*JgZ2o!4A@U8Dn*L`|
zy~JF2K~Fz6!}4;+SaXlJ`&LnH%8B>C4)DsV@|x4CTiEe9?;daL+VGoarTg>{_Y6pf
zFONolx}$T81Rs53edV%$jL#1>&2g<$vubxXjpjO?!Ac#yu}YhhXFD|=!xjcvaRG9Y
zPO8Lo14F){S>=+Jsoc8-dFvN>NFMl;Vz<yQ^~yDXN}6u6?pO8Sb1G>xA9%Q`V2A9K
zyq0`HLRDTe1&=fpO&bYY-go!i<C6}2^r5y!cD|(wWr>V3v18*I*jkX_&ri&Ssxqd}
zOdU_Vf3CmTSInzwEFV5-mb9do?O>25KR77*Q+o@{29cnX1AS_ko=q1dg!|bnR@dIQ
zUZ$T1gF1Fd0VtJ(?@$g8Qc$67JBk=E5>nA{F_55-$iUAn!|_Cf0zf#Iggvx_Xzh9w
zvvQws6z23C!5`e9`iP3n%7Eh4{o}h4CPO@!1pyU0DOg3d+EwrELH6|}*QDcEI!6up
zqPeLUWW2+ZPhW38HNKh;%Yt8c_|59W!zMGtEau5YuQle$CI8sr+>$dHm{4I20~=3i
z7XLiDTs*Ze#tTp0=jVe4w}}sfY9|yG6%_MOAi&I{Tp--k)5IO8bt&NKc4lIH-=$rT
zDdWGteGEzn3H<GCl$7}BnHqv&*!uf$4<fzJ&w1^A%cK!Ez7O1=vPv3(WeB9C<b_IX
zG+_J45L{)d$tz?}0)49gP`AvQ1nNNrh{o?+%s*Th=5ah!+v_dNVv<glr#5|@AL9D?
zKRgkmHB1KCufqy|zy<pi!~Q=>C$|4aS6J=8SY-c)@Ue@vlbfT<f3<Q}6jPK^k@zpx
z+yD9ezX&U{{-?3}Khtzp?*A8IW!8WE(0_Gs{<j8+`TrJH{<rggCalc*KN3xxEL{H`
z(e$6L&j0&F6X!po=|8sqFAz=aoUA+?|5ZzwhlTUMWt#jE{nQp$-gzIUdNx-q*+v<%
zCghT3*jBj3*vt$OKK~Md{)CYXWsFQ|*MM*lt>dY?-dxi%ctT0`sTo^Wr;5?0283(d
zoC5+?)#$WRemtzZDk4NK{k?s-KfQEx$n(x~y<mIjc@Vtxo^HntVG)x~`1_S)GG~os
zQfha)<zd^@`0_a~uBpqNOYBj%TbKLgqW5CtMd|vhn9Jl?T-8$Vi$fLKoh?E|ibf5;
zCDlex6INl7ch!sUa{ytBI=LHus`9l>`OH>XjmQX1sLSffeNOBAdF!;ew3q#cks~@|
zT`v~-;`P1Y8h5Fw0s2~*IM`8q`uY9$-n+Y!!#C-_M??KPlLLkXez@dS@zq;A3%$-a
zal$<)`wTo?IOO~G2=aOnr5_XGwlgexmj-UE9T@r%B%-}y^fRype~bBNHjZ*=f=MJ2
zig9NSAK9Jb{RHQ(r4pgFKWD!h-Rwa&f>_&)btc`F8b<ueY=B{-y}8N{8BwReuqf6r
zd~1mR{W`nSi>H9l6F^g9EM>4{LLYjS=Hfd2rX}iy`hs@=&fbbuCnUXyX(7&M`}t+Y
zh65^HJ7%fy-YQgU73x%@|4^2OF`~xDn7&BSo->jQI(){W3D!Q$oZ`s1;@grv#<=bb
zmsU%$>kL{G=DAoWc-r1%l1ZykoWT)3H|B5O4_@>i%ydId2heWh9S9ezR7WaqD`n|S
zIVvwR`$tG^(}rT2{zW}EO>>Js^+Ic51KUV8f*igX0(#r<H(VsoGX|e?X6%nVuJ9W!
z;L6+e)y&QZjv|f#ZloQg#5ndV$Qs2s#va<Vt4<WZjd1mLVCSbYR~^?<o2SBTsh3+6
zJLb-n0^geiTVy>bbq%0&=Za@uME;$vMgi%eE{oh(&=-LTA*aIX{2O%n8slfq;~eAb
z4C#@4jek?_;*K<|f<1px*V8F`2A7_AC@a?W+S{!0LvA!@muHrD4Av?B<INmq9ts>q
z*4}aWf-b`LQ}b$Rwjz2MH`_lEh!!7_@qO~VVc`oIf;=ngdbT`=s=OVkO)B4!`5*}F
zbsph;%f9UYWzz%Wo*>;kJjkc>PVy|2I;zohCw_<bt(<x$VODWQ^$1?cN9FbPOKP6v
zbU}V0?oW~h#o5y<UNn*V@Sgqgj&vsN^_4G%GeW)go9nzajk?)61cWE2Hnx?PgOzla
z8WS|k^o+Dj(FbOh;D`|GV70n=8;n?=8p#?Jx;?hM0h%f%rLA+&_YTYkrGk3aoKzS=
zrCIixBL1Dw%IEo3na7U7Nxw2j{7^>Cyn6Fk2mG8>4CEdpwWJ^WRmhJR)HX0ZtX*w2
zFn4Lq!3u`ECFQyjjL1>2f>^HszXvoA_4H3c+YW~MMFFQL{_Y#iPF-JWN`XrAb)!>a
z6a<XYjOE{ajQ$`f)Io~2=T66@cuM9{>g2EbJMwxUT`ln)I;~q<v`d8q*II}Y@?x|k
z<J=-s`1%)wqkJuw(X4=)qxhp|Xn#QvKZYOrSyMvYTI*%<ciQ9;gasg*$Ll6y#(Mq;
z(!vteR{)RJ_-h4oAELJs!sFlW(Cs}K>JL93`2@9M1f)x{ucK57S%^#Qaog+LC_B%u
z0WM4#34=38G?af^+-DllYn&2_v^eIn{<Vc>o7%-ODlDCu+m?D<qCJk*RGy{>wAOk6
z|JGiaTL#|`ZjrtI@-YlScdt9rmv1WzG%RRIU$qyN`l^Bab%{dXc0<|$tL5@IJO+=<
z!s=A|8w?@lk_hJp6rJB52}+Y^WT$i|RW&E#!Up|$TIAAV^6kyy`DrbfS~?!v>XauM
z31~<{d)JPRQy{h=Geu!s7o3Apxwbsp%C>Xv@emwXd*|Nv7Ntd<S;syzyCrj>A|h?p
zg<^P!+pD~eTzei{vof?dmL{537wUTZW6wb}td2wodJ+4lSkM|3&M0wB?UlO`w@FTa
ztF-QC_f_YDK6qP#QM$Y{o%y4`p3leAWx2_^eAM17h1nhq0J_qtsDNqeJc5nvT&3{3
z+Fp-U#5@nBcDInZ*{Og$qWZAA!JiS)>r;{~(dc61VSH$46dFmLM|V^+0)|or!ZY|#
zq|uY7WXqCvjGJ5Oe?>rRyJ*)AAcKbOCJcQ;SrFo0#A0>dVi5Y0)cRRV^gdj@fV!Q4
zsXM0b`C1uLQ`02{Ji0XeHz6xgr`c#F)#-ikftXeH{pStndqF_{cGcE0J6F5sU{8{k
z-PTaY#p3=RUT|rTfAHUUq*kxmTYisD&%`>mVx0Ac0zQ6Z6UBRJD8p4QjDd_6<_jJ=
zk$B(Zka%S@SI&*a9~9O<YyXs^hjeO<C+VojAPK3ENoAwMrnPmySfLbl@9Jb}k*E6(
zvtXR6RihPevc@kVR>z0(;n&1Ox$nU{B)f8E;{CG!QJ1iur~jks!QC@?DD2FMeg~J@
zsQ`njO=KV80ITCWaK`Y*3|ys*KXyf3(LIt%-KXI`50oKtR%=5~s9h``HFy`(lV}0n
z5=T217tx51?=NO$q<Z$WM$S@V#KFIr(YXdZP(N)bZ6y9)TN9sx8RQ@788cFKq;6y6
zC$pPNRT}uRF!#kM#>bg-H~yz8^EzQ$@b0^B;lJfsN3n^_=Xgh08`{zZL;rXm4<9-2
zNI&H!*L>bY<`#J?r0i{~?+Z>2<=vr6ZG{MiOEPgK3;kISa7OBmt?1Q^;@#)lCmiWE
z>rJJkVnqxK%wm7iHNLuN`zci|Q!em2i9Ay2<cMdN2$Y|ll~6OMGbM2aUE*Nq@D$H*
zsLJvOxf`it^5Q;re^N-Zd#2%)Tf@sH{f(9smfPe-NmZ?I6e=(H`Sti+ryMc0;fFe<
zq!rkdsH|DmWuNaSKdBxIm$%|J(MMDMSvAx#QKaeD2W2O_h4#ydXh^cONBYTxPPbOK
zW4>(QU*hs^wP#vjS`Xh5r;#`w4E@ZfU&EZPLSs2?V*Z&6avw=)DFoW+X5O+RpVMYY
zK4D3`A;9K7`nB<!`NEj_APmj!l_|bb>O=_zVelIW833(G@UIq=(}R2D=a6O|WObrE
z{=gf97*tbCU8s_WXtFxB=ZM&xq$nrF-_R);Vcw!kunUH%P!9(>$qw%e{Zf%ZtmPWc
z-`PHyrWp6h;_*Hz#ql&0|LG(t$A@YL?Du7Bv$$x(3y_{@^dDKUpGnBR^}YSP*LXY&
zWwbTwb^keuR8APg2nRWT4(1*(Fawd=?Z8|_{6UGNNDruAfN#zjygUz`^VufHbA5)m
z7QW>ApN|C|>-g>BEmQx9Lmw>UAj^Y!diPKgG_lrtokCS2Oq()tTE)H-vqrAoU@)Ls
z;XBOfd0k&OF+3HyoY}tG9-HjR?k|iB6&K8bhvVLRw5ZWN%n|-+bAMpG_4>Z^URd+y
z&wH(n8e@}9!6|qOr-6d%rz7)qtM6xBpwaEgJGpdI#Iq(UisJ?8$>ps*$;t7l;TC(-
z61Vh{9DS|8%hMwq*W)%z&trJ-<j=sDgS^SNfu1~6e`TJ&f=AfyP+cxN5`rVrsV76{
z93H!sAe{cBY~?)^>TKqYF`RO8?zj1tSI_0Qz|$rxI*&pb>W)XdMy+C-P3|FmFX?m0
zBpH*@t{-s9)Pxz+H<KqLYD4bK#Dp4?Ka(dS>Risw)Px>WH}m%dgatDv^Y;jZ43jWZ
zYZ}4_Tw<#aj{*QS*z2RC(&X;gXNSKrW720H85iY5?aMKk7R5w?<rs`jSTTRdxv|to
zMuo{ivb6fX@nha*S(%!UV7g{y4t%4>Y|OGUF3O4m0tvFLjEeH2_<%N9<;F$XQQC5l
z%yN^W<ftq;H5S&;C>P*ZCXIQ~_b3x!bS8~iQBag0@FsJ_{Oi~^G|Uw_GuAK0UsIw`
zfOA<0>|ad2j(j7)1OQdCuGn`>e~o{Sh{6IUXF0JaLB7WzQe&b4&*Xk*{$w*Y{x$JE
z3NaXw0uv5+CwG)N!&Yc4Hu*gokqQ$DxF<J~xt+D0*(XOPvn>MzX5v}yQUHa_c42^<
zmb-$$_kKvHT-N|(P44waR4?l_4yGg9wI=ZW7eog5J^{(k^a_ny&hm<j(#(3Kzzj6n
zeUN*NkJ@6pM#5xfza|74nCvdgb&WvkG9RfhdyRGv<+}PHw{il*kVd)J*eJ`)M_Nop
z_G>ImMK<S<sC<@dQ(&Iat}`$I0x^|)O^hOCan6mpWWN>!l9=z}VJ5I#>jQfRAOms&
z5J;#Tk-1516onj-#V!Dd#_F6Hr3{qJlxA@j#(ZGCwg+CA??Pd2ne67s`GrRLX13)-
z)v;f50(-_F`f}@|5MsIYDTuw?`WS>!ZhZnGFL!3SOE2e_6-AiU794e&)fOLRo7EN`
zRh88i9mUM*Ooge*;>?TrlGzp;1<Gps9u<?-7Kxbt*XVyA+vGs4_fYNsU$Gjh{ePk*
zRQrDdTQm%S_HB9D95U~1`7oTD5aSQ-6I%FH5XhJ22mi?|;Jg&9pX#BqDteqdo2o6c
zCZ%c<)S|p9YmKbmnw1_-i#j_dUrf6wLP(3MvMR!@t!PaQZY~~m7qO*5Rnn2S#s;Sq
zk2Z_EH7!V0WXvJS3Z{0@GL|*PUMx$1K(vg7O_?gxU^Lkn8paZ=vZf#ve(+Q3D$Qgu
zN5&kHY)z_#s!id7z=;F2P0<3+i36NXftv7%1E7-7eHyM3tR`NOU7I8E5TjgK^rEhk
zEmINVz#FQ<yU`u1LJP)_9ZZcr>PMo*o+;i_9V<=+q2qv4#UI8?QzdA{Xj4?+z;3d}
zK1ZLyWP%n1U?{MfkCiYL>Bcl@RGc<Ug^h|ETryk2E5al@HCxgyf+p*sV_j?pPQ#J4
zkOg)q6quEy!O8l_@^vVHWW;6Umn&#!X=x?(Z-e%VYq`kqsq!>jn!eMLCtXp35uGsw
z6hNfP&xv#JZW}NEq{qR5N<JBL{KZqSB8~}sYr*ddpuplgoPXxO9ldjNhBQA)?kqbl
z6jL_~(&|)w;^wMS-=(>qU>M)>(gUPGz2G|}aK>@RmXc4D#(VZ$Olp9{afVxp;mq7L
zZ8yt_)~CDIa#Qjd*VH_4nsD(Q3OHZIC)?o$3ruajk0>i#cxNiBI3rI|c1NM}ga;;7
zc?N+0r1mJbzLGEs${yo^rH(o-Ri4pm{4(dnQ%OqPQs?kCZV(uWOYfk-;;Cryt5rdg
zQs<x`Ng67e4aH+2*{xDHW-v@@52sCpS6r`5!VRkI!;HJ9>N6j>PWhP*+)1+`bBre2
zIv=_rnczYX);;RTq22gqEex)kA?}d_ajSF$&)vIixZlw%t8|3dc4p71r}lh1mX+0<
zVPq}?`=>G$yU~I{H2MNIr+^Ntg%;=|F<IQ$RSoDLipO2bx<po&<)|U7o9s69aC{ka
z4jnH{9a{>r{F3(mB8M{@t*Wb%*7RV;R4!G5(g>2GPRF7q=Y=I?4r%n3V2Ad+IX+oi
z+L}TRkq6y>K`Ypp=JpUE>+d#hAWKhkuXIw{l>4s<b5{RuB3(sCjM;}((2e@7=wI9(
z9W#{}VwFj0i&XrW^OLnNUc#H{Ql@_jZ!gx^-E@_#!G&s$*J%v4n3va~;Y`pWXYP}4
zT9B>?)>ul=nTD+-Y&L*a<G0y>QDe8+Kvom9sfEv$pp~qMR@pDdfA$neNvD&P{~^Lo
zla`PjX`8A{N6g6yl@^=L7Zfce9}^sX)FCDdTU^Re;MZZkSstaQbx|JGG)V&{>hR@y
z3ulo1;`38Z7XQxZIQ3VmSZYWy&;-mO3-Fmx^N|x4%uFB|{1@yGpu$wSQF+>^WLvc(
zXqR}T@gSn&UoK?)RD@LYRLE598~xurKU;y5l7o};lH(mJz`8b8;Oyk+<mBWK2ih{-
zF)J#?sN(Omg}+Oj!!nG1{XQk;{_8Ca{YJhG)AyqEK(g=#bH%hx+_$Fm;n}xkw4tjM
zfO)0aX9z`I_&yyZ+~2`n@XEK%*;f@LOrYWYVWf5bCb;bxv;}Pt+>sF+2;+r#WlPhG
z@Jipu4CsY=)$3h)2@#rp5x8=FcHgwTC%>GAnhtue5Zd)8xWd|&(F%k<2`DnWd}BSL
z77<2!mU`yg9KM6uBt6me4J<I+7esprAdP<z>?;oXy~q0K_vuQ%&(kfZ3;i^_3;j5}
z8~udKHvxJGN~++UWgDR7iLgZcy+gSVfeg@Q=o|kabdGk}+T7XoVB_hFZZ&-$fP5w2
z#|`xWbphw6pL703aHR?G>=*Kc-YV2T?IymnFK~oihkmx;S(10Eesij>6WPcBa6>yl
z>7lowIWeAjq7q%&OcGtHXSZ)MTWfgNE%<Hth8>VxO8CwAk{h0MLuL3(CtSwmdm1_V
zDf)T7uETWxS>4d;T<h*Mf0){U_xP~!tX3~v!QT3^<!vPOn)}%D_!nkvR~OwbYP?0O
z)o$}wZ#OLI?-1M8?RCaXaoz8XJ&auru6{H^envF$;RmSa#Ih)(7L?%zB)c=8mty5f
z_<8pJF2D?XpdN=k%U}0D4#9+8qtY)AFZWrarq)K+3H_w&X=q~J3@l*Y)b04Xsk%yR
zXt0WH=utr5)8yvtHyS*6JvA5q`1N;y@o|XPYhQ?$ueGk<dvMF+`W){yuhN#zDn`D4
z0oA77DxM?X44xxRO~P_NRk0cQO2!28-lqe~fh;oa+9~(pb>_}3xA8>&9ifAR$stNd
zj0|J9o$Pidfuq$w9b<!pKNNY}GubJsHjli<t_g<?iP=CCNlB^+XCWJwhxY$YjMgBZ
zNYqw>b2TXqY^wx6S8}iZoIPlEb~hlDEX|O2%=TKN_@xSM$zf9LJU22J`?Gy^o6~8}
zbgpk0#hdD0vRiXHDM3ciG2yr{oQSnLr?p_S{NASBE6t-eJ;u7q=EQXMY~2T9N;-sq
zEYgM4BKX~Y)92k-j)Y|V%aCRQgH^&eogp==0FW4`qYSiRHbP6vwAR}0_uaWq(aZ*O
ztRdGKd{Qi$jbz4D%uSK|F|}P7V6|3Cl~sPpC;kiRiVHiLGb%nD%zMgN1g_&)2Et7?
zq9{89IMVTOZYhW%&Cb8lNuIXn>BXKp+91JDJW}>PGZ~bQJ}_-j;c#1ac^CKw|52v6
z-TPtrDe2*-g}e)Hk<bNn-&4>nlrO*+>JZuk#slC1?Ey6fu!FaQvHPcDY6ph`!v)}i
zh64~nodQmwYyq}VFhPq!>i-;414Kv*aDPJ2z#PFbz%#(O0n(w<p>SaM0K`EOL195W
zMt}lh7Sb8GO!!RXOc*QJ3AiSxY=C@_qzFs_i4uG{>;hCJpb?5y1iJu(1yc!-37~;b
z1;`HKN<Fvz)37i2tOPXzzXxyuD2t$x5hlV$La_nxgWN>$K0|*3SO-CoVQ<4fLKy_X
zCqhfZwE<+HaQhIQpw6HO`;dM@O+aCaK;Z%4f=CKrtN;W-1O?DE0Hh!yvVSV|`2s;O
zMo?n@cqdn%jEJtjY>W572R#5T0q+1W+$*$g`@SteAWRpm*Z-B90D*9?h*xmi?tQjF
znt;GhuYfDxzDuaye~lJi_*aB|pddpSgHNwWSD-#-C}H?6C@+#LqHXQIf5`|c0Lkk=
zQ&AscpCXhnoB+U!=!&AxG>8;B0E!3gQE1yYND43vl>pU){D`(~+$SCc50C<w22lhJ
z1i?c^K*0lwgT9DBI|*+K^|b;XpwXauU>||ogh9Sgo-jRVj|AIQL7h;Z&=*kaXl<xY
z^xHUnlR-I9F91V;AHEaCHeBC*&?(e1bS*#+wGHWt>YukQJyZtFUjP$~9#Y#UC)Vw+
z3*5HM;eQhf-%PDO@K%NY*M@({p&(EwtWe@8eV<`i{y!Zy1)`jjioXoc{AF$ON3kar
zU;7`2Zy#<%@5~>^uZsD7flmppPi)D?MN!7@`0ape>8LR!`s~njf!Mq4c@MRCQm;M@
z-KsH-0NmF!aiJ?O?2-~r*5cTCQW@DwBqCZBz0sU(qwRolS#K)HP33jQP=0KDuiKm+
zj$l-AZ@@lS^LuL^N16n(f%o6EE<L-OoNrpFxhmG`pHy7iik!;Z3dnks>FH2lRZw%a
zG_~|pMsfFic{ayv=y+9zUfD?*4-Vt$+gxGPk&*ZED2vtW5?x0XTs<U|tPC-#M`V<5
zWMP^A5x$^GRo$gU@Vkn&Z2gMr1YH{MpaY1Nb~uoV+wY3IeP@7Rr31b05Su++1AJ{b
zTh5au#(Ln~!DjiGgG0a=B4_(W&LeHkZVtT6MBMv3T`oS!u5s2ht~Ep(I)!v(Dot0J
z4yjN#p{Qwe8SVI!06z;bYUcM|PDB$~lU(1($)pyBvS_g1$)MtoM|{w*XagT8Mt2^%
zaC?ofW-2QiW9Fz{zf_!0ba;c*i}Fe>2>l3}&vnetRgXkUU0wa4p~0%DYJ87|J(vR<
zf%;Y+*63Oqw|gtG2L9Y5%<6{a@(|UJj1!BFsefS#%{=H~yrul-=R2QJoMt<x*92Ry
zII6^43=R`)lC)!e;{;~*QL?qDz|daq`3tTQFR((KrJO+RQkA(&=o%B@B7vGf9h*%Z
z(U#2S$a$8ZYH5mZU!w+*oFw~Kqm)o+2iSny0_8nn(uJ7Uj8MKLLw*EYk|!ogZn!;&
z@}3lVE~kxkhTwO0<u7A{yc8#4+ZNM#lzp?BkQmH7;k*pOCIYN^JqhC!y$GJP$&;PP
zgd|YfF;Dv#fo@OZ@j9vD;%dMj#fQ{dZM{p4QSU6-Dz?4p4GzzpG=D0IZcS!uVh4H-
zI!>hb$ZZb7YJB5|kh*U7(;uW8y$c89ZiEan7Pbu%#PQ*$OaX4oQ<rC1*wNuwKy<yQ
z?iA81<O2P$*|{%Zi4KPtw~eo-5&;={t^X$Dc$PjQ`5^+dW31KuR`qRIraW&(HaRit
zCKd7$2{~g&>W2g8RLe))Pdg2EY7Ku)=opyD7GI&WB<pe!c1&fvC4ncIV<#Y&QXO@C
zv|58|K?fPG3LrsR$eM+7&cdHSrIR!lUcZqGWZ(YTFWq0)0Rax;xAAJc2YeTvSJE9!
zl=`^Iwa7BdVI`+x=wiv`SppuAa9z${ezV5T9Ab4}nOo_-PD+j$8+Opr7B9aZmbW|+
zGxe&cmCPln&Q+N8n#uCfOME)h3%-a$+(;v&=k<4}r65?`<M|;ocT6QymO=T$Alc35
zKPJH|rg=>QKNS98jo=fE!rPV4_Gu7M+ZB;(1{u*@e$7bHSTA+wyHmC_i2s$dc@Wnq
zsbwC1pb547x7y8l1}==&oGu5Sk%p|sWfdEq#X4#R=)B$JOU)&#Cz4%e^+n>F`F#gb
zKumNF&31DOR@J2Gq6;P}-bLy7aU)IRdX;~>wF2iRa2VG%rHg#or+BT1-@Hwo)SzyG
z#v7l9<9qj;>b<9B>2dPh1}Wq2<zKUoCL2&R>Mp_c_HbXrC=HA~sf?=hklKHX&!&8G
zw2<WgK!`$uW!a;VK9V;=v|K-HHE+4n5wxk6@61wZ&cXV0^bm%^!)0HV0;4L<L88rE
z(bKTWT2J>IU-RJQSBK=R@Ag?WFsGK50xYJ=noH;0)7t9!Lx#()<KfX!xfS&98a|bC
z%FTDV60XZw1VdYjjz?5I3oPErmuWA`m_GM3*|0ln2mtSNw;x}TF;2hX)Ojx9Wnjnb
z4Krv6@C#dnl>f+2uXE)e?Qz)s<{(N&`ZFfSEBQqf?`JSIv0KdfpWmVx5RI{jIN%7G
zJ1_bU3!NwdQM9#u4~8Db{K=IaW|sWiXLS=g))jg(Spk-D#%Zh8gq_$gyq|_rN+@`&
zzy1)VoTJLcid2qbt&o{?gSGX}B+wZ0(OgA6q!A+jPWQN(ZSUzZNub9uP?%QXMkn6i
zB|iz)=d^yhh3BfyGh{K{&W25rsKLewi~WPG1Lo3MQ#TN(W1;Q!pA6?bhxIy7X1+gI
z^RJjHz<o9~xAEyyWveSNn~LoU8H3F^XgSx;w0HAn)Jd5)2_MNOl9m~*LBpA@7-7y_
z=|Q|urn_sYB1ZxjqSmK!VE=QgL8bnJMz!Mxk9O>wj%>+WZ!6akTtvonWXAaoGEp+N
z@5U=Gdg)iTE?1n~UOi?uv>*);DX&8Ibaxk}Ccw(6V2CZ8XUJRPxh+&xcabuK)8rYv
z@XU6T4Jc9#n>?-<4QSK}k6<O)R$t;s;Fh1R5-16Uu<^QaG$_|2s~>Zc3Vp5mdS8Mp
zF>{k1LaK4CSOASB9+f$*bzT#%ajVl@tOReMCY@WE*rrk_Qd{bT@<9PdEdM+5Ct4Ct
z#26JRBehUvh89S>N#qHyELvMWp0q%$Ffqru`g5_Eo>nG1y(>zm=}?)fvrQ$#eq8QB
z7W0XYISrD71cBAE4Cd2%Q+3RJ*D%F+$5>HQ_d&+~K2zw3q)V()dAYQ6B{vfdU5Nta
z;s_+Mw8X)jd4!p1r|P?zXYw-3pX`?KotCq)$t}F!=F>T<T#aS4ie+;Z=CYpmztX}4
zGnf$m{fb`gv2i@?(hg<+!AA`FvawtFZ1gs!-N?-ae~NsF-L48vOV@Ai2Bw5nVbH#I
z#U=7I(==ab)m#p7e+YHYPjM8>vI2G-0gfU$-c4x3u|f9TS`E0gF@Nbu1}+EJTOzY4
zX@!#OKfg#x$HpL-d>ybhu`!#+!hJHoS!ZPsCbIEZMs6Gzi67CG>7-<xQXUf1+e@A7
zDA5=RvnM@;m*?PDl|4|+KJ#Eb64adWb=NGZ=n<-B>$G1oYZSA-=G7N!r0WLPv-%J2
z$IM+eVl%})(V4pMtm<>75mPa}o}@=GRda`pv2%%#rH+z)9s?DA8J7l;e27b0i)6Zr
znt(Q*{Mje77N0O*)^OGDF1~ZM;xQcjA&s~@ZAda>)tD9fFt4Z!JpX)*HJ}3jC7mzw
zXX-*2l__+us0TuV^J=D$O&{EH)n=yT){#8nz&bgI{i95P4N$wpePAAEJQ&%Lw&$Ic
zvI`&Yq1;JaMm#W_A_$AB7JXbna`|UZR#O5b)pR)YUZkD#*Hd!UCMMSg)^dq(0Q>sJ
z-uJb>Ho759{R{Ci!6jR}oR22UAkmt))3`*!StdCpm=6`FjQ8xm>?L8n^(Z7>T8FZr
zp(N2`71g6%qKD+>oz2aALYEW9cEh~HJw2(bFc$L0wo7ad(H<lDwfCVHrBWq9W%?fg
z;}E9BVpE}k>mN^>&5c_p5@kpLd^v>`<7fmr`;9UYv>mG0<3Ut)7;n~e?U|dOZqMUs
z>vqKpk7b+@17qe=?WjU?!rwqXby}%;y}Q}_uFR3NH3qw?C!Mw)%NoJ(!BUeq)3J*Y
z`V+w|%}jRPMrMNt5lnXFRXa@#_C$3sTiW&X8omL-k1Fyc^%}TZw!+_<5$L`>46+pu
zst<+^c7-(oV-hF_aRPCUsTw1j8zS)=A&+o9SMM;*Np%uDY<6BjO)X+sdwy)A!;l6I
zGlFe1NI*c~lBut`=6IVa+iMfbxY_6|uK45>cLypVYOd&;WW$k>zKY!%2P8!2y^dmG
zr9fvwk(DPSFk5#;!Bc1ohY1I@a_=ER|4(t=bDVvBPieVAh58jy-2x8tIu>D<WqFs$
zJaM<J!_ibvj<Dt01URjNXgKVRaSiw2ce0&q=y-K2p1V%Qyh^*N-S9#2;o>6N*19q8
z$8+w=8x^H6qC!BQKEoDTyTewwJ{hW#otFcxO}loJ3utG8kvAo$>nt?~@y}S9sRdvz
zrr^NLSzP7F%%Rw^WkwofIps;+=|1TXtm7<~hLay1Z^4h=ID=LbA2vASJPFTPG`0(q
zqZKUK9O?mLhC6%`P3uLM#%pKn??7oKb>C0H-?IgShwdkXPdJG0yd+}=$TV#ir$Sn8
zuw_+~sU{z0^Q8}^!%ey-Gc07-XgkyO8(7307qr*+47su8^@a_HJ`mK4c&&JS_$=7}
z_4sNm6@-8st`KnqItvSI>}~{2Lg*^|0lj{i)s-q!u=w+YlU{%IS|>8cacR;ZzMp0d
zhE04vufWQ->S`x4QgFp%V^I7ff{(5cf9gtEu$0205xA!LS>H0dpVzI}ZGc}-vE#CO
zP7G7In4iKNnTqr+(texf`Q?SbOZOw1=)srZQuecmf}OrX_kQ^+T8+llvSzLM8Ht`O
zZ-p2Q-7$yjiwg9Ht#SRMjBbnYRy?w}>V`FyB`r$W0Gt8cb%u8AA#Cz(=ie#XWA_~5
z#^?{VM&|&9oz+h6nyucipsT~Do1!OCN1dIyTMJ7LuYXz}@^W{c`&{3M-#|A6#qodl
z?dx9Ha!-(3TkbSFo+bf~t3^k-=jYnA9<K4!i38R=9}`pfX@q~g`?V|!dmEbi_OpL*
zHu7VgRXS|clj+vnD0VfwrPVdjcDsUGOPu|*y|K$&%q>gSEEY@lG%!9k(JA8j3oNIk
z4v8x1AX#PMgUP0fgv_8nmPhHtB#elyIvA`?lpa=tKMSc&IcOxq3t1|^6iD$VZ{%uR
zW;2E>Izs@V$0JPusg+}K<$7-AY@to+`Pb>8twOeWq2;XkRNeL}oakMVSoc9xO>V|b
z-nC1U_X&L6jKxxS$S|`d=lsi7dTACt^C@}K%~w3@*3n{?xxdBq@oKOKaBwhP`eXZN
z$*7P93A0)6^W?HMs^S&WU9SG$lah?)DSsPeZ0#pXxLD?m<GA5`la~X~+P?#5g{Jdk
zrDv5+w5Nm=S`!^IcqqKcYX#<^(yQ_Jzl6|YUg6Rm!_qrDcw0!~i*($!VO(^f4no?)
zM4cUW&Rh}CCcZpT3lS6=2<RW{O$%jQ)!(}KufNY}kK~7w*pT>89B?5+ZX<=mKCx{h
z@sA!3J+;06Y2<P<<FWTRjHA80^Ex9F%=6>RAe*9##6&7eu_0q4&61LgyQLeLGcMZ)
zIp!rPM!_Kpf8PoPel;4j0<o7UL}vzQxSIQWSgZa$qdg3FCP5To;HODBppY}STMB#Z
zc!c_xCwfoO36duO%<e4!1GBk4#f)XE|0}(EQqVmEj>@ZzHZEgaip|Jjyer0vUs4<E
zZ0OFbC$SsWbO`2f?Co#zY{-Kf*mXvRZ6A>fb$7g*HJTZPxM}(51?#xxq2(>PV#u7}
zZ)fjWDY`@V#F2oOn_$JvP>PBkDNqA9fvWUg8M$OE)6e%vEDdR;DC>qCc71F4i95;z
z#X)SY6msns_D{HL!pKajlCLhO!iY>|_(&)V@+Qcm`-afS+Ddr-6zO_t!Sj<m1K)-w
z$%)Y_oTQ`Jy>t7G6H<$OC_}wVa>pt5^+-mINRn;5iwLUgldlugGRI{b_~`K&wWB7h
z(On4G4xJ&9I^4hPU6NXtVkZG3FW~+!qnA`E_1{S4h61ke(E-1mBB_49g7yctNC;k^
z!*?5Yd?SKE7p|JMS!*0hr=FTMS!->jOA#MGca8=b7Y|7YpdH{g7v0{Y8-DE{wsPff
zscN*H`LVI(w&ew)*@;Vr`;Lyx7*;2BeWUP>3YQ>_bGs*~M{bxEE#wivvJ5zSys9q#
z1vI{(jz^m2q7jHm@VhCvS~WjzZZxr;&mFXJ%}K*=)Lm=PJfjHx1?{Y)MOwR|th%C|
z{M~Tt`3e?Q%*NQLD0xt9<#d}}0DaR{!NNS;{%_cWV+DU*-LGWj6mDl#Unz+#Cg(et
zr4EUPr9oEi%<-zYL^#aZqu)^4C@x>vZbrYsF4!YcdeS8pnFa4zz$S|#Ly{60f0z8g
zzaINe#C9WN!$d_vTBt7ckRmBmwo*Ov?NBYNmnT}td#@NcIbr+HrhuC(EGp{8w@y3H
zz;O9roxambksnKl3;0L3f_5<R%>fjIfUFR9wk7s?`7ZGY5jP%GaWYmu=ZDB!zU~Mv
zoSj5v7rJ7%W61+O$<fnTNc#j0+`r@HKR$gm2v6=i3}JOI;WcY|%C>7v!n$z2<H<S9
zaX>lwn!o)G>4HR|P@{r~)|yMxLD_qIf(0{I-5|Z_p$vRvCUBtnTM*c+Q`2xT!Gy2q
zCorR@q({hgLl-A$@03E)Y=1-fK&j`9>BCkU)1uZqVZSo(5*XvRT5{4kXI6QH)i|;j
zvL8FD;hc=!i+4MhrS7bd)|SapFAK**dC*1*xr|o5BVdCqjS=mRr@SNQF-W@zATAq!
za*sMtEcGsRn3u#<q*e-)uu#l7ubUm>;dG~y&-DoQl+Wi8OhbID!Yo@)fgPX9Pw6aY
zTCPn>ikg*P{53bR>gUPB#k`4wY&o&TD_m1AFi^VZZBU_Ht{Rh5lvR(S>th$tC5ST=
z-r?@lOUz`Oy_`%*vmw;Vt3-r?UFxe!k%mkk?UUW$W|33Cz6zTHQd-sb0FiO?>ZM+Q
zCabkXF2VwD>ehW$T9tWqd}v^@pjVP78^OLwj2kg_6`~d(gDm-6rNbG^d=!q-BSk)f
z+XBXT8tdOeqU*IH*}go^xe5~_Q$hj){-3QaL#-XUWv|TlcurnSXb%Y{UD6DibEs_U
zlCy*xuNRZyq;wk8sWivUK`JV+p*mme@bd=n{{_A`l^vDpsYoQn2%`M5OS2>+H_xcM
zp`wNLV+1*M8`nXYoCqP11nWO=J7ml%9R|y~|Lc;plyQ<?dyrlm_EE6j9z%3u*F0{K
z{)wh!`f_+7{jBt-#)VA?L@vOlGQ3F<r><1*q*|4;OcLKDl8%X&)7mv=F4x4hBonKK
zJ6gYYPBvmO-pbTre~J&hh|IWLoi~QiGI*#~-C+ltF{X3)xaOL%{E2^e9Y-VdD3-4m
z^DHGSz!M7=SjbHgRjVl>6l!o*_$%~$&V7}#B~La`f(vB#HK7h9k}9HM{L2_nHtuZ0
zr#2xsXkGDJ(JYO$?5SR{`hJIl6pip&L-=nBEmHI7($Rxx)qRS$4`*9Z{sejwMmuJJ
ziy!gXk)q>`ZAx|%2UIeA^c}BfMkepKBj&8`jJ%)}?bpc1gZ>4IR%`w5gUTjJ2E4zc
zc=K|2$mglSz5>Tgp?146SwvL~22!&BOzq`I9?^N@1}{Cl<YeDHvUG}71McM6f|*tE
zIbOg1(4HKCiU>u&_exe6ep9Ydz0Q>dRqKB;jYaNXbw2_Zmjiyy%e6JBu(>BGM}rXH
zU7bb}#D$1%b`#+vRGfJ5%f_AH62>jJ@%OzXxoXKiGD=Zfk><7&oaA6G=pMHbLX<0k
zMDt1U-_-~$IiuFTm}(%phKU*{kYSow_!cY8VA;|2@*!I$xocC}AmRA_sjRlw)+1iv
zv#5$n%BM&_<1<iqhh~sD_dj7p^j8uKEHA`X^*9)i&CAM_*U7cGu~rEvloPr}H@K93
z@M72Jd*>(e6s}VoyYd=P%Jwp33Y`t3;9acV4eWPLaJFG@>t3$jHQ2to&0XD9bSX_-
zD{3N8+`zh!ZT9hdTwr9=NwZ;GCkK;UB<i4gN}~tkhL`?P(AZTYsCO4hZ$!S(B*+fL
zYVW^|j<oD_4kzRv>@UQOKpBK%sveRl8K+hJRjaa%&va(*V$C3*jkBV+@D+8evX7Hu
zfi}wZ*?aW_#8CKItJLYFKUpGosa`ituirz$ARu`fLhDfh8?gH&E%D&GL}$?@_UQqu
zRL#&OTZZ*I$SC==8cq+$Zu<!4DifWmihaH&y6}$CKy#i!(VRn+SwnvPf+flx{}oUR
zQOFAlgOoKYYZ;c;s=J;PASU00)=HXc$xZD*Mi-2P?!u@G^ku~Hgui(>lOVl-@tAvp
zj4;=5lGc%t(nLAmyC&t&;_7mLQ)rplbZ4hn%kxoH<oph~)Hq&@_K8_5k^5UlaORQG
zS91+Nsic8-2F&k2mc|%zR6{ZWUhj_vZlfNVmq^5aDIuGd8D+QRL=W(W7PwZPyOzs|
z{{6Y8dW2kS>+@s<Orq&_l%{vwYv)L~8bt_^M6q`}+DZBuBi=r@nU8Js<UaQ}mR^RO
z<Mr<X!sOAdIYM<d@Me+b*#hC>HjRcLQ5_oTu1j0iNF+)`qKdCd_y~oaHQKb|v_z9+
z{0c|?1d8w@Q=0{EfbiLMxEM(oEn>XOEJX0}@@8Ba3Or;da2)QHJax4jw_|T`E>TX0
z^n=0Qs4D1v{w&ici8|t+s-U3n>+-(-c*aOQ`JlN%!_njJ6L@s9;R#lYk#dcA6q?%b
z`tjT0EwdcMd;L^Nnk!P8-@ant`>A}6!RsJ<l^GIj-3$Umfqy&JAdLN{IHY()uDDx!
z3<p72WNLyzsCp^-iAHch`h9`joXWSe{I{OkNSL@vXlu@O)hO70uxl#WOhI<m^l8p~
zJbjdhe8m{VRnexd%d=c+`0-jszfT8C4X^19y><KR_AzgGF$8W(ft;U}6?f{A>jEbr
z=~V?wVk)yg<pNcTShl!e#tKHKt%8LsDCH-8Dv|_`T|H(QO|Tyq7Fw9B?61AtXks*>
zZ|mPiGqBeBGi9l^%(jW*u{K;syO^nmhpC0DZh44)UoGjvojG~AO*cFry3wM+TYAOx
zN_{~n%UR@B^fSWR4xn|=$eAAi46bsHiSXEIY<=H{ewFj{!d!@e9^+&&(Lv4{@!S(q
zizJwRFD}RbRXs4$?7{tKB%Q9S0clxn=NDbBMp)HQTXv>;MsD?*^7mz|o%FAI2Hz<p
z+7L8|!pWP^CqzO7{ErWsDV*?9s|FIU0-&Clmn-S>CnnP(hFA!i-In5w*CPGeIjH3Q
zIOgsdzTMPnLagk8=uQ%8iofQY7BoC8=&A%v_eO{QHIeIiK9siTgDl}-U8mOVJslCI
z;?40>+0f{lZS2e2nhQ>Mz2NdWs@#n?`xbu`z7P$@RE18utINDsnyc5Fr_nxEU9U}B
z%Q_mgUfPbY_PVd_SJ5p<HflIF;Z4Ydj2W>_Y`#o_B@^bgmIAdspKeY#x(959E_;H{
z)>{H@)Qp6F{}pW~P09cgTs=uCv&u}%?aeYG?EaK6RgwQvMQg?xRxL@Co2`JVk^{kI
z+s5JC(QA=s0=<?lM=IvK4D)DCn9JkpI&@@e$YyuFCJPPmn#z!v_Q7b10wqTxhEHZw
zqt{ZC7lzZJM}yjm)nq&v{1dB!gC`r|N9Bdw=gT(nlJbT~QY=6TQRrcnGU+Ac!{t+9
zp&E@TwHDO+j6d8sojFs&@AR{avTn|tH7z$DQyWv|yG!pG<ck!1<334eayg22S)P!>
z%I7!I78=X?xDC+?3K;U-S1&2+*#%?x>L^bLYt<iLH2b&O(<nNwC~4Mn988~X^tueH
z>uc{R+YcCl9uH~3=MtxI8|E=|&&%eeOEr}>Izsclvtho>eT}$!KY6HK-~TRU(c`w1
z_?)h$<19Oz(nPk{m(yvr6pZ3p#WNqKTP_`RXg~%yvCTJsxei~BS!Z$1U)EGRjGbsV
z;;dRzJkFVJgK&=Mw<6o8GRcq|5F6~0sbQl$&Hh-c8k+Si%Sz&ExZGAN6p`$Xd?=k1
z!_epN=?PiGL8wt#gA6IU3CsreK7cV5oI<HFCXu*XxauioknDB>v?$(&$7llgNK=y-
zDT0#GDVLN$1sgkRM=hB;m>&Z7LdbhWGc#q=py<{!Rf`p~c_7H_)pYhg>egeukuABC
zsos;?>DP9=TGPSM@<fxb#XWcWkYy?V;(8C^Ch@WM-DKdp^PBLup4P+Cnrn>ZE_xCJ
z&&h;`^s+?;!VZLA%l<QVjv4$)XwTvdjFX}BDo#3VXl>3q7z(b&$y&Tl;a0wliexo0
z0zW7YrUoN3am=MD7EwkE@aHla#o4UFIn>6<>Pqkh6dF=gK|;;I3SvOa`50w$vGx7%
z2sxxbmf&yOz;}6^TfAC6yv%&^SmXUjli*CkxctwDh$GX8H`{7{K?G013wR3q5Pg*c
z%9Ukw?f8&`UsR&jBpa0RLJpc%cVpLJ*&iB(N~h|-uK?bXWAsfnxwP|HKP>R}Xg8Jc
z7jAUeFblAf84f5@vOk_s39>f-u<*kE*!^Mv9AE=$T<@scNVD~=iW{Bl_Lb59`^fZ{
zWR3T7l0?EcgbZnMV-0xh4tlWO{Eo^x+YXOF4*6NYHo9bv?&6!6P9O!6#MEKqcc5du
zeH!a~azVrWjm>*5wt}Z%iBr@_r%WJ67L-eNLBm&IMd7^el<hpCv>l5Z{!bWHoVI7d
zCq~a+EddwbPLisQ^+ZUIL&-vcDO;1KhpA*iY??xo*V3)_NB!AYEs^iQU?_DPbeb}~
zBhWF87B*o6X`_?GHr=4pUxIQ@CoelYuaeEzPO{VJCm1$Y0_3@%e$jREUU;}@!TO;G
z%etfU(-1zLR3fI|Y!qS^<D7>Sn=C~TkZ08@VA9&fT1!)!HBXYwK8*P1Hy-|QxKYYy
ze1pLPF04PO4rzTBwGhD#p=)J9cWrL1cR<OU?B#OeU;9M8c{1<L;B_A4b+`ePn>z<d
zIk`Pcqgi(<+)}|llzEhtZZ8yD)9li})x9r%H^7@;1s*41{YRs0#wR~S5jK<wF2P#N
zLbX8jgbDMq-7YK!ER!BV&W}M@h3=a{n<)=W`xzKL-S#J4TTA;B8tzK0F3~zB8`A2U
ziz@lJru_L1%!@RYLe6q-b##uf6r{E2F<*;A+wGy7#AcnbKcV%58BC*p)tT~?*?E`=
z(cKN28zAYsoOoouilD!+{uOE0ugURRbR6h8gXU_bLwumQoapZ0yP)->7D8fRDC~vn
zR0t#LKf8*trrZWAlBl=#e<Z1Jimoyc0!BC8H)F|*8_?!qjGY(b$&3|uAo>iWHWL+!
zM%3^p5jCQkhtjBR(Ap&zIPirVr#LN3vdXR#^ZN$1w4&{?>S{(pVp-cLFE0zt2TeM(
zE<(vuk{O23h*qB4S7`jt2<Xnh5j!&ujnM)aBj#=h$6gJtwgbo6)ECE}47<3W;sSfZ
zdnOTTYPZb-gpOfG7*j1yM#e{|zX>fuPe1mT^`5XUa$HwvnGXZb4g)PX4aYY{NCL&F
zkBs#Sm3J-oa1_&r^AEq&a;^X`_JHZzzE_fgR=e_Cf?=>>+s--yOc8n9RU_kMEL_h=
z5rB*PYnQp*=fc4a8g3DY4@W6_#<o-aqgOO8#gZ|>PuY@kwXg5<NKW?{H+dd>nL@-i
z^D>>%+!K?e6I&_Mhxu=5d+_bh(zOOD$yKI%Z(p$*W0NA(_u^n;FbNbi<TBLXTN1jk
zX{T*m^OoE?6p~9Z<BWE^D+Y-!ebTu|Z1hYvRBQH|j!lxGlUV6}HS^`-p25q=kA$ZW
z@zqsYtp&f!6J5Jxs}{_-P&k(C?8XsW&vkejDN@hwN}br%CF9m@@}v<t_R%&4wZbp8
z{FjZ|NB237<YX*T)=FH!lutIAoSIB^Hz&y<xwDt5;-BR}`E8<8*!O2Sxn_Sb6#9h$
zrI}{!9I1gJBPn@vqpfWL7n0Xm#x@gn5+rfkziMCNe7gWdZH56tnI@R8yGO;-LOv(m
zg^E5p!}n!Nb@p~T`seq{wf5PaT<LCM+stTiNN*ujN~zff+lzm~mt6U8U2)FymYZyy
zjjxl5<-svys>z@=kZlImiU9lSmpr>HzoacP=8##xA!W1RCQTplZxexxds}nDP!GCP
zXm{jAQI0OOiZ7bXdy^Y#?fuzy&7I9%(Y;CzKiloOTH`e<7Hp{M=5*a$nq{lD)8MMo
zwMw0DB%UN6r+!XEf4ac<)s_BAdfDLC1$w<qyDUMD4;XW~wAAHU8&1EN?znoMZqgI*
zPjdG=*pFgPS2Wl=^qVVUp?7$BEMiDbKNRjM=M&zN&<{-CM{KaN5gKs0u8`=Iec8N|
z@Vs8Z^+#feKvlN(KKv8oJm1@h@K`;bd3<6$&Tq%c{Alv@AJ^}Odv>N)d0i607n4~n
zoWK*8N8v`TmumkO|BuE&q51cgKR$=x+9gUR8JL)-z&1Dkq5bg>x2K`Q&PaUHw{cF5
zV@DZ*7_1|_tX?tDZ^H}`X$|0eeU$5y;A_S=PKf8#>7(#1^;7Rv;QrR$*6s&fvt!^H
zx>8~<fh~@@^lPl_ee>?&*K60TM_#{{Uc+EsyYC|T-vxPyrw3x3Gqm_4TeoYxxO-3x
z<Lmk~|Kwc3JmLjlEeV7NLT^2FJx=a!J$k#so4FjxlRkZKI9u47cx3LRyLKemsY)WM
znDUrte9f)j$T^xEomUj^z#E|5E(^N+795D&Tz>d}aCVL{qQGF69^1BU+qP}{j&0kv
zZQQYK+qUhQz27FA{j!^7()3UBrb*MJO?#em9zlNpIN$OElYf2{xbHs((L5&sp6=dx
z2)DqO_y*A5-TM2%(SEBFQj2`PqgvdX1KMoz;(mpdUpDz~1_%D8_2Y|+=7A2W!Mu4m
z&z}Z=n+Fx%F1h8Pme}+Epk{BhW_bZ!=fUm7ZSX<2ea8R#LEGo9`l;Qu7OK2sP;p_u
zZ5HTeN5Cw-gZA{HzX9p*L4PsZJ3bxHB6k7rHw9pex%?un6h#4W|LES~7i|9c0Y%5H
zN~QneixK~mgdrH95}?oh`W=6@Y5$8Oh)ft?|5X;CTcwzBGiY}sarh0Ij6uC6K+hrY
zIFs)jyMpp$+0uAb+!?C>sDEIiNbFst`T63{91uDEpDB38|71P<zop=n6vZUPWvKrL
z>t$J$|IWkHva=D;GBL6ea5A&~e-QEiD*snRJPX7B!FrkPAJ(q)|4ziS{UhT4qxAoR
zh-YQsU}gGmL_9MyBMZxaBI1v_yu4M0*E#r@PqTTwcAGlaKd-M?vuqN#O_~CNCFK0=
zq0=D%k*uVEf}`@=5fo6QR8SzOmY{b4t0*8+<00q_P-|XlwDj+5nyu&!qSUJXcF{Jg
zj^DgyG(lVJ_T1jSetY}%`uX<qPBAmjPGw{~^33w2agq~6BP<jE4&|SeuHQqE{QAoD
zZ;7tDz8qbU?+AyBpx2zE|7tz-Py4^I3Vq3^KGAf)jLLf&fE*)3P)?-P>U5H<^3xFg
zQz)70=0xp&#GaxB`!*uQt4;zKel(p!2R||3LD6=${Dyvc*FZ3WQg@=eoLmr-8z`<=
zbK9NG8}5hA{Q?mTUvkx5b1D78^9q5nPraJSzgGUJzPj}W#UDFu>@2P>JDFW|*P~UT
zeWbT{A{>|z;FGXB(K`|*e<LhlO5~Z8n$z1;D=;|8zOWdFcIJ(fYw&CYxE3IAg-y;+
zo`Gb>=88O*V{S*4=C{rX7K>ZoV~2|hvOr#o8eR#5$cnK|6@brwo>?u0@d=eFqOcb3
z8X-q7`g_Kss+#kIu7$Ii#|hE1W`_HQ$L^=NvqcJfP*L_Xrh90=fHW3Zyi8wtDR`my
z1PiYVTTmtQiHWI%v*q6sBX@vx=a!&A7KEHpcER~Yew73NF{NJbzk*_c!xii8i&4mo
zSaH0qfGbL|Up-t4l{b+${q@%~V7v%SuocWQ93DIap)@9Q>`VwJI)id1y$D{(n)_Uf
zp2VcoPS1(=L8zB6=#9sCha4Q_GP1zZ^1l&@17zJ1HJ{t92P?ZPa_85vJLGpr?u@Zu
z?La)bP|V*^J_F#2oOIx9K*Uz~Ck2|rvDgfK>H8u+Be5O&^9JG@u|7!3<gy-EP5K#T
zgN9n9rm;`=gf!)VN1hKq)d!O9yE6IWgj&Qth)gFIm!EX@M`P43;Kon*w{O_qN1{iZ
z&E(Yd)r>!|nIZu`MpV7vy&StnaJ2{@KwV#~F8_B(9~t$@JIW`eGl4s;8`}a~5ZT~b
zcFv0}x*N5PC3?ZW8(Q9Sh=^xc!<#fWB<<jjJGk88>;0#Q;8$_lR|2Ndj)CvAnuAUY
zm{=nb{S>yy;~djo->d(I+u-AkXkFoIJ*c=nCC_}P{V%!+P6o*8;SueF_6eIAwpTzW
zuM^j!=E>z1!GYjJDFCioQCR?#--w!qFk%l_-9T?xiXHhZlc$(LpiE?ixmG%x8M71p
zqw>k_I-e{5Cm?&w<<ZMyPR1pZojG<Bb^sa%rGaipIf!Z@BLTm(K&D#Xhv(jf@a5dJ
z1;RGygCqM!%*&utZ@8XtuRyP09xyn<%V1{O;MHp2(st-=;H989KyR@AaNR!qJ^B+7
zU|V5v<WfR}36rLjZP2BjV`7&ypW)UNkr^;Ez^dE{#3NsnM(VU9s=e%Si=#Z{&R)@%
zif_S#Ir>a2T3k!a4_gq^%#<4wHxs?-Pkc_6F7zdQk&+4+^)^VAH-d>hypDVj37#Oo
zAir>L^6Ce=3<Efl-Kb!EDAJx5Zf;;%KP$36=qgUz$^N^&%Rz`crVjSqKmG7-B>MsP
zz0bol0M8~~7d(EzC8sw`t^S_!oAH<U7dnuT3`YD310{)r60AH|f()Uo37U?yB)bl8
zaa=VZ9IvR@nBoJSvDttO<>L4g6Fd{YiJsYxVUG!<_Q1%xmMdLna(9YPluwpV+;`@q
z1MC))E%|HXKuNjEl%h_NyMTkjeZ&D!-Covv$QRcSE?*T)P|F9q`_154R&Uz@ZC50<
zfgM4af&N+so-J}NFp6?Kni;7R`Xl}pl6NfPJ-B<k=1lb%-;4~|uR+JX&I1t~17B^Z
zX5fv0W>=oK#7q)@J=&HK->~A#=Nsq3v<wLp7v!tc%D~Qq4-ngaT6t*oDEU~`RLxY)
zI(`9`Eji!tHHjT@0<Y}U8Oqg#?2&KV`R=%5BWiPF%GRm{=bR6|8}OVL&w6xJhTB@s
z88Ml}Pvq=AZa(YI(BeA6J6*-dr{H0%5j|Iwmm+)*yyP3l53C$<^edD6KBfrt78Vf~
z4_NeERy2O^V7Vf;E^#aZv@O}`7|w~uuq0UsqeaB80J{+wxqvI(57Qaf8sKZ9(3~Y~
zzN~L7bv*7i{Kt>?iAQBa`)gYbfq5JwsRf!;zUu>6WkB~mqE5}3t4cs@0F12|<O6_K
z8g5^d;O#8Px1<7=e$asi@Wuj|^(Mf}fD}+ZG<sk4FTnRNm&Lc(7r8SpnxT1)fMROP
zRzI7+*#*FNCu;3*Ij&V)ekW>JdtMQljc_<BGq>P`UrY})+vzJqFY@xh$4SxX8j?mc
zL}oksjXMc5s-*pP>`os@O&Dujn9t6X9O!f>u@@}QzGJ;2b01kxXsY?GIC6knQ)8=H
zYa!_RXrp>jiG`~x{n;+-x}i!4o5LRyI&@=d!O@;jeL$}#>Mqo$7nLW#vm%C;BK`qT
zSFD)R*doD~w0!Q%MmH0`02+Zf00j#|jd|uXttayQO_dW6DYIIVu*Reeyn2PQIo0*D
zM!ssX$wq3yN4~h1JDjszz@y_A|0^QPfo!x2+b`7SL#xWs*a|6CGU^HB`^JSt4F|=)
z3`lUGz`paR&uzMLVcTZ33|Y~Eg8w`-mZ(VU_B28bR2C4jw+P`xxkA?@>@Sv-wBTKV
z3Lmk<V+j!zl6tqzC9dK-BX(~n1!qZrmy{=-lj)v^0yUznq@{;K^EsYQiu2P)9_y?^
z9&(Zb{~XL|w(}^{*`-Z#QG9;e2dx?Cvq|C%;2I6i9kEV=VRMo7+lR4SMD$1KUMwIv
zOVk7uf=LOt7|asdV8<N;HLxz>5J~(CxQFEoO2P`o>6df{6_#l$aJpA`RIPzc(((1v
zwj4*uZKG(jhX5sq!8CG2XHm>GlVEfRPb))ATPzdQ9u_7g2fLMkwlEZz>Evi@d%Rd7
zENzOJF^ul-N(!}M&u!4J9oQ?4sLASCzc2#BzM2%(!o}GlfxGUhe9o%zh1%ROh$ckJ
z-D2dxB<lf|SmV$RZXf&er$+dVEnT5_Rxpq9)mgV6Eb_cf3`Yr+93%}^ZxJxs0S>M}
z)B1Z*uFRRm3yTwbs6TZj->-ZI)#ft$->b1dn0XDZgGAxsCT$667>IFfb=Xs=w_w$$
zS;3`JmQG^lqS9ftwDYjDXul-^obUk=qS^vhusN2r;Hm~on+1(?kUn;3XDAvle=2+h
znJWwwt3UeLx3G=|L}ZYkaNqCV`fP8^`IIq=;l5osT1B!B5{pHz243WFXk=7{{~dBb
zQT@ohBd@AfBbjVyAa5W9W;{GA@E`6?s{;Y=-n>RPYb_z@0wxxFRqI;1!jM`+l40XN
z!o@)?*==h^8N%9NbS*j^-NX=%Uo?gHA*K?T?N74=8q=_oR-yIJeik<q&FnL9Y<jG{
zsx}x`V~Z^f$J)(0pKH>8-jQZl0s6z%7!<6u5Jc=&zSJW9{dC+N>kU0dRo1NPM+hH>
z)J8-%97zw1jtT^P>v~w2YW`ZCYuIQIPW~RS)PVq|GHPV=kT}as_p>$c{`x(ZI=|p_
zOV7~lruvl@WUjSd9`>mIt~~q=f}u%|i62RQ4+^@lYnBBwW#!=Dq>#hA!nl$#2S)=F
zCFF2VwlviO_rl_$Yvj-2ZCPezd5>jt4>xTC6UoYl3=4FBR1G8P@_6}LDFO=C$kNsd
zgCs-dCi{yEC8&L=82&_pDNT_|WGPyVT5nfR9U7r@bIV0V$U@NC$Rt!tFJ(+}n2hd#
zK`WJnBi9yA>~HMEAvrRSzl?&ct<_5j{4iogoq`JxuJD}!#v(7E|7uPY82!F-s~V{Y
zQ`qYdstfGPCI~cS<ka8mv276Qo-Tk7yygZW``80Ck>>G)w?r4)3fP-P&pak~ax_Vk
zTsNJDs?bBLe=;xiK=CwG9T_`b{$Lu7M3YC4Tx>piGzqhZ{a}hVQT1pFn*4e+S&#RE
z{?{h|kbXZ`kk*3s?NN7c)45PIKFR{W7%g1H!h>u`a8>YP_7$lg{T%GJS3ESwU!U$3
z0k8?_hCXP41atS@k3;EeVM62%u>-L6Ln%+S@zqh+x5rThRvpOuTc<*3WMvSSnlKOa
zl_rGsY0_;v@Lo;u0+`P=V08(oW_5xCk!Y1J{LLcIw$EkYjX!x+UcD7#gQ6CmhyZaT
z?F*kL17eL%W6?3aSzixYHv+<Cql};b0>|A7k#+KQ(LHO19oYbRs$0ZYs6)t8A3eH5
zO7FAr%fgh_+N&egneGDVHG+1sV<=;L)#VjfDtm2vb#Z%jy|?R=tHJ!ZkjX*G-0$>P
zw2T8+CVRWvk#)ElsZ1CAHAP*WTnbPnIpUdGJ+dj4UU#KeDto!PvdT_&_2A@Vy(WgX
zA@z9GwWg!-@<Vfb)m3km$IEQ;mrhSC+#k_&Nw1-#&dFi5Imd^3=!W$7uyDAiwq#QM
z+3ned7A;Mm{6%<`vuXHb#+Q+(WeO!Lm4*_TyH1<NwMJ*z<(uhD?dA6|W)9}tOgMi5
zqG`CNfz~nW;33r_RFAp9CzWQP%Fv{P^2hD=$FKAESG<+=j_Wm91xZbqx@Ovc1BHeD
zm&JK|a^JE;;6rVawp~>=#1S~U4aY*_bhd_|wNxUP3pzk;n_-faJG9Xk<4ON3wjlKi
z@?<a}G!%*w)}vZxCag#lRors0eo^<H_(a$d0F?-zKn_-0*KyJ=j9g|6y>jFPig>sL
zwd`Vf%5FZ75b>mSiV_0!xKpgq6!rAN#lLUrH6D=234dey3k+6}NWzE@15%XAwR`Lf
zW<%dxFQ|E8QxAIuliHxq&p20@?8rElA?%ShO#EpCN~Jfl9Xa|8(x03#C)61ZDXJr*
zYz|CflK?k(hzM8!znG(#EYk3W`O`4RYtI+BkE7W3-(W*|hzHgkHHFCw)2aZ+rSXly
zO~~BJsEz4O!Xr6>o6rw%pBJGY%mvGCN*zB8=N~_cI6s67wK4p$(^udf(091^^o`N2
zw7NP&waM4#)5q<pO2az&@>iiw2ui?+fQ4>_4s;1OdQ(P$sjZ3XWOFVM574946Gwv8
z4?{nNllc$CtRf@!cxT>tUtR^<|7b=9mfOR8mySMC87_0?xKEnkJ}Zji!J43tHHC6W
z0)UAS5r7?aKpo0o2z|)$auaVc0Ik9sver}20;5D4%V;N=`{nS#Hs=z}DvEB|nn1;=
z>7>MP^205YtSOmLL`NUqw)sAtM=Q06DXB)CV%fPmaNTN4ml>jGWD+2#05F1;!7PwS
zlQdXx!#<<w)bq_!B<DWZV_;^$odL$kN%iNVrT^?r5yOikC`Fs+3dUOV(c;b(p3A{h
zqVthdAybO2)Eu^_z|61*-_kjhM_Cx5G3au58K+iB2$M=FtP(d_J6VM@ku#I9Y$Y6o
z9F!ci9OU{VB7=pLSg5&Bcq0LaU59N$tU8Uj<+)gRGXY_VEktC6h%GZ&v*SiPFYS!c
zltvNr0V=>3TqS7c+yVDQPdek#0NBw0D0`sYK@bFG{hg5}$_P*M&HR1A&ddR-0qeo~
zi2VPSU@CzZ=XzHiC`}G~S^PTv1yv&adjVJlzL5*&9-B%a8<q)Y#Z`Wuzbfens73*R
zLdYs?WU^%`LBI+?-$MFujT?{R_{rHmJIofbBTXlf6G9$&r+~Pl8{CR+SkY43BLoG&
zkRbyd2t5E@2>nvO-G5{6_SXx36U7FKT{P>Z-lf08UiYspJU0Bu;Jt-6{3Z0qKu@_H
zeCMB$eoXoqcWbat1F_d=Smt!bzK(=_jY6RrV8cv&JXa3t5sZt`grGYPXn>nQXDFl~
zZ-B%23j!Bmqj5ohz6ThCJisgFa>xZB37oBa7*%=zpLe#%UDDQhq(9`lR_1&C@Gz?+
zSr=tN6S@GF=p<kxd;r(rM?38cf|&ducYmYpCSG@G4}AdWcLx0fv*@eZ-|N3mint`8
z37!QG=Cr4H{>>Q;GY9@}(FG-FnDJ{prg$D;bil^|OGOq^w7tiyKnD$(s6spgECj)v
z-RofR<M+`pSH>Ag&dV-)(rdj8J8oXiJA^3WDL4SQyz5}T6HE18ZMthK^wd@Ag63_;
z;++4*u!DxYF=Ogc4kA_b)qO71eOBqe=J{?H`Rdl`yM^TKoQ8H+5rZ-<DTKR?*>}JY
zCytbTM#!_zmSG<*E??fs!88>?GCfVqi4y)yHib%p6?4V@0<o!!-`W33fIm>;99-Yu
z@El_rY*r?~#;x6kTvs1#e*GsJ&^KBy-lq>0Huru;^Tv}mw*0Pp|Kh)A`HTPH6i*-W
zC8-iM7|+kB<Hdaa%dz!~u;k|tB(?F&xJ0wt3N4>>A9r%=WzuFsIQ4O7KdzPjOsGOM
z>-lRxj@h@vtkVeE*cm3RCe-qWLk8V_+Wt>N-A;H~Awq!<dI3WLbw)y-166bv(gS6C
z7IvugnQqb<h$W8$hX$M`q3-b`M|kG(x%Z&pJ0ULx1^m94pvOENN~#kt+gQ|Ufqyo2
zSP=UlMWp$lxwl^(uN*$kH!OCj+lTKj56`Yn`45~t_Rg)>Ck5$h{cTMm3mpFax7S_U
z?Xm*aEbdDVg(P*s{%|5of0$30|CsPx+8%LF5UI4!EXeT+ub>5}+HEE6GcQi|trr8#
zv*GSE>FlCuzV&{@sgRTQxchGO#&^&7K1--s1sYk>QctEqULDq)@uK_2n6JJEg=|`)
zKjRDjJ?da|LVi~=r*Uio%E7%=Meyw@`h(MZ)tiHNBK@)G&S2*|P>CcZ#j{k6QjH1~
zs+5{!vV>;*Om3>t6HlQ4A-*()29#zy4FZ(p4M30qX+Sr#i5ZsU;T5F&*itx_HW^Gz
z1Z(O0Rdqo_!w8}2qnj4Ip|?8rQs~$Tix_PUK|YF0RutX<o+!qsUFV|cqf6`d`bsEv
zm>i8z4D@gTz1g5sd0i&|5GeUtf{ScU_YBL92Cv6LF95CwM(0=4XwQ3-SEwt?j4iI`
z#v+@FAhf2u_Te0gr?*$~Q{qjiq_`yf^oCa40k)*wAWh^byPQ?$5-g|$yt8mKOVPHN
zg1@UUAP<pS7NHw3BP@#y7Yf7?S9f&Tyc_`^{bWw+$p}<G3WFN+bUyZdVLXpoxVt5L
zeAt#js2yCX=o$gM*&LAv1N*fz1x_d(so}=)Tsng@2MQiB`)%(Q4$NulV(7pFkKq>C
zY|#BN-@Fcfe4saeVK86AFS(yC@((-LVZw|)y`BjCJa-_hZai0LORc6EK9&YWWEk2n
zmtP0oxkj4><}`O_s4wnSCd*$A4oRM+_A`AJ`oig)e#x-8!qC(e;i%$T$-x{YbK!a?
zrOmM<Y%(@q>ss2hlgze#eVCR2IJShDXOqKT3)|vp`Gt0@bDbFHTJjR|<8~}_*}j<R
zny_RGq0ONxr+0|?azlRSwy!_P)k3rG9!}AZo4u!8BSZ|^nHrn%Y#fFX;1O&oD`_i>
zWNSHpCFS*#j<T+Hu}|G_2fZF;f%0SeArXc)uv6tbp6r$@Rliwk^l*XKdN=3}KMWT?
z%-P{&OT#*vg_~i8l}3x%WY!zFezVr7An8|nRHZwt*_UjqwpG3AQ?<K0VCPEFf$c!Y
z0tMU*gblO})b|Vo1hH#vd5M;9puRZ!s=+J=zVEElNoL!z9N)yNzN^&d@dF{%1SkF}
zO>nc;wD1L@`ZkC6GSY~ciwTNJir3>go{atZ!=Ah({6dBbwE=g4&mAO)Q3jKlN?>1(
zlg^_5FjhKW$qY*nsWP&`dYmTe@Ok;t*|jmHt*)rA5#rZMS6;&Ixf?sf>|Mt5`9FzE
z=nEdCLzN2QdArD2ZK@ThGQv!XE1Z`Zs8-{T=KE8&f2t1~g_BY3^#Pt?4eq9T1*;3@
zcS8XR69maIxuSOeVV$OT1Hru#3wKhs!@RdRAq<R5LhqA39*-IfH(opnF~=-EvD{}6
zgDVO2Lfn8fvPV?fM}6xY!$a;V$F1pB;?U=I`ir(KsM!XP&$G||5n~9jHeCo!<a7`?
zR8W^Nmh0cHW`@oT??|8j4{@aIx{mjf!P+Hn&PY>7<vKKG+q?<4leA||iAjN`N=vS8
zu5qZQ(@fIH+8DUL<0*0v<=3#Edr*2Hub^+QQ!;A?mYx`Z7;XGfsTiDzRFf8MOO_SI
z!HJqyi_+CD_e1o<*9-^7jK{kb3UQxr0t-qVoIL~%2bJ%S!}n%GxI4dd@Fw>$4Z6kQ
z)bNL1aPKs!dE2&ScjcbPpovWwagOHX4aF@&Uz8~*ULf=f>m8kaTO4B1`Qlc^`c+(j
zk`RGbU>{2;y1?jx$AR>MDPQD!{91p!W-8h6>b1y&Olca>%ulmFxzhA6Qs6dbQO&BX
zieZCdtXZ=-jt}gC<cP#scOs@zHYLg7B|p#ag9K1QA<(p+Kt^7b8a6$iCyG<AkxU+)
zj3}JaZa@%c9fnqHFLNe*_?VE2S_<)}TCzw`pk5j=0YFmmX8uyJ<F<{<NK&hs#-NNY
zrm7k#PDHDMt?ZX5p0jAyf<oycO%H@(qe4jqs%p2AQB|#EQfg}yX*%qI$5x)@rJcsQ
z^ypG(b-4`rV~3yA^BEN4zJD;YVvbd0e3^wetZv(`EnjM@%XqkvwQy2Zck=Z0Hbw8c
zT{K%SEMJ5D1#f8J4=aXA?yKGTG+~KNXS2E<)V&bQN-d}`zjP&!8r6nMASi|+a9obZ
zE+M!E4YOY6uGA^NhVI*FqJL0+5dKnb&*EKtWFh3$nn)PjSOuViv<F7U2W>Q>-cD8}
zo3w1X<r-|Np~8rn9l|!Q$=u$S?*BVxAiKYIudf>Ohi*_PLq%+2;ixsy7Knf4HN~`g
zhq1u4XKE#*NIx63$Ko~wW_ejr3(7nor8yo@m=eCqazh18o4!jaw;njmv+ZNTo(Ks}
zI-wyU(f*G{_!}`>)%Ha_6V#tIWVuvz4+S5KE^zhHe3n`WDYK&CAfW8opd2iUc2xzb
zVQQW>Iv@iX%NTH7L{J3-29Nr30E6Xrp0O$re>%*eN$uV@rE@b7no*AMZ`9=Weu3b|
z?g=!26QJFiai|YPAwv*#jo$5<NnAQMCth@+KT~z|Q|r#VJFK$US(&YJa%`G0gi-W}
z<rL@{KFT-Q@6Nw}X=P=#OGyGtOanwTDH86SsC%qV@%X>L@p~9<`yP(NPGY+EhgK|&
zyGkcAW_uWzIX$<(fTiJa^M02ikNLB+Dl@+h6DY?S7en*xWCGd#jLVQ;wspp1E=%;|
zj+8|oxn83YEAr<v6@u4e^2jt>)$z?$_eBN-rrs)vF8jKoZ~$vv*le#q1b^+JAvh%>
z&0$0d3GM}S1y^_WT7MF^9Ykfh>YcmE>F1rp&1yXO@Vvp*4y<2BlKbSY-(PfsgXeid
ztSEq4r&HGzXhESi3{O<x04HG^BAVSvs9OEg*vkYf!f0saz12naU7w&RteYSr<W*KO
z0n!St;hk-~NSxI4?*6qd-JNfX)z;Z+JGz;A?j7sO?OzSS<{PBe`yQU#OL7KXHGL80
z_)s<xZYmjITQKt)o+!7$jZK0R3qhQ11S^5WWt7x{)i$nwqX9-6NgNqQz{5bp2=6!a
zJBsM?#rgw|$mca8!WvhTSqt-;sjSN67S#7=kB5PeQhMA)+DnzE4l)aB!WyfJjAlD^
zT_0&}#b%`fN`-a&VY~{BhF2u#YyBU@C{#b0&m~E+<!|n=3<hWX4iF<K(l^}(Y&Y6@
zFInAZspEkGTkmWRsUO{<j5Rz9R4g5l@s0LtGZ5n|YxBC8(3{5_)Hy#X5oDBzEeQon
zTv42vELAB@tFW(I8AMgsA?r0A<6OPdqY=%g?Lp+NII=Iv5Gnm^YWn<4KUq&hH}8;f
zg~^1+F_EvC2<2e+mZ}CwT=6r9Sn7|U!KNV#D`lLgLcj!B8gy>x%3OvC>V(5DykoG~
z_Br>DQChys-@UYAcX;2%FWQWbp4G^_H{a6LpFYkFZJ2wyBA;^FVj{^$;9}dVKp_mo
zIpKhwcIGn2!X`<Yh#*o5mPm*lyBRx&z-CnXo4b(#Yk|E1TRD%&7uuaxGp)HkGsTmI
z&OFD>Y)^p!6&xOD0EP^T@7l>jR~Mz2P8?cKX5_YpBeHKE1DznhuM-aaq|j(pfHH6(
zbfpBu0GS#xRsd!%nS(M}(e`HMRALDu5jJf_Lm;p}FoqFe1zry)hLE2Pk#O$zG<)lA
zvOSpP*K>EARp(Pu(9v4CtDOp=ioPr(C0j$n&EGHEbm7*W$@%7SGUkKd{q#CT9(Hqi
z#qD3k@8PaG;5U3VMch~9v{y^vZ=~kjt3t5Oebsqgc1_bL?b-;o9UI=W6P<SGd8gnS
zlwxqyh%_N+aK|4HNH4C|NAQIXN#qW!h&WY|tTm8t{B}F%lWDSW37g26!eGN-!+yn9
z4;FTf0lClYaWG<K9@tQ-jnQUZj9rTLeSHP`)v6)0Le+hJV!xmPAhvWMA45(l1@Q58
zdgt8R{&E3xj$y6(XlU*Z^l2C8(_LX#ofbSer0h%l{@guWxGH{J50dM^&r^g>pJcm#
zooSV|?IT*E3$&Ntx7Vx{^`_;E)f=ZSap1Q0K5@HtvZ+q-8S`B#&JuTl&w@9HGuJ!P
zZT4C5?X&s$vUreomBtnY>ZJjG+Q?B2mo++5WrNi@qI{lyux7ML_TUOm$W|tNsc?n?
zzK`OHeTBX=b+J$nlOjbmw*p&UPc==_Kfj;7iQ}Gjm><Lu%P2{(l|!6v(QWBnRxBL3
z%bJ0n-Z_muRm~aWF)q{VV^5@r1TIo4yhV#N?||b6`6&}dT44ZqPKG_k_CVwjl}+SF
zCUtO!JLsmHddl2v{+PQcI(mL(;br${+rn;!*V8r&s<+%zT2#TyPWuW*)sV@&?+uA?
z^?3a`mK%3&r?hUH#Qsu$elT^Y+vmEE@d9R);ZU9sq*jI@e=kUtQ+1Tuec+S2vT}ss
z6J3WRhP$Edv17QC$Z%8}{`Otg=p#u#b`)BDChKZQ=j4(h*B^h)?J=p!EAHng=UO`L
zXV3m*OQRqg48O@RZ5Gs5Z4XmCfy>KNL%XKX{JeSN!c#TKv$2%1ucu@{RMa@Ccp`S9
zl}cXyM|ZkNN~dlEp{wEQd~SZOp>cIW4pctGPxWQAugvh8#Z(b%mk}ujib8fKI$LH>
zB(s8N%03WPd(nN>Fb*Y3-E+bHAUvNs5^r=;0Z=JnS31*d4{)9C5rBh}sd!lH;=(FZ
z8eD4pWnsId809Vu{SJF?eesA`l2-L#JB6G|lJu<mepd1XeR}9hLMh~NoD^()i*s|w
zD>slC0p9;2BImk_d((GC1$Xv5zp}B7y^yUw(x3kf{(aC_tv}>BAsj1NI-6EEyc>+-
zoprCEQq?qaNa$+Oqr7GOy}TjHmTKGBr<@&)S$&)f{LLgK<9HUEGE3D}*W^%?T|fRt
zctX=xbGjfVZZ^x_=38KPJ7czmCh`+k?hv-c{yy<DNKW5oG{tDKwu0S_rz<+A=eWl@
z^JKTP>1#|@nEf_K<&09%(FJOHCPg;Jn0MZ@?xPbsE7jIL@xmU_^-^)K7VCVDzNB0=
z47Oa591~;QKdO0cAZTDXI#Ss{t!kc7t;!fx3-^ku)#M-rl&4OGiKcFj3K4{`<M0hJ
zyr0EAt@yBBs6>S#8K-KwarB;Ljb5rtWT9LI4D8kjjwx93uvgkuhun@H_y)koWup%R
z1u4!W><8PcyjAT)f!2nA!k1>wqNbKB_fa!szDLWrS#gJ9ue#Bo&SKtx!C&kWSiGVY
zUOR9ke?D(Oa*V<0X)Jd>ZT#Z$#YE`sOE)9zE)nn~71}L+R196=yBXoghn5{!h`NsD
z9uh5UqieDoyA3uHHkW&io7X$C_{%As^ML0U>J`hj#tRwK8Lk80{H4+rTpk>jA{;hw
z-XwHQSQ8*Mt)Q4G(wCvV`pm6k3&zfzv+o8AQMC6R!vcxhIMu)O%`N<E<~Ho@5(6(z
z$9-ZS(3d^M_=`RMkRUY>R}d)}_Td;Y;OfPgA6G;vBC%eZAdpzVxJBMHGRG2}mHw~t
z#aN+FsF-!W*Tu{P5Uf_7Rfg<DBL?`9(BDL5mc&~4*95+MG;ip3Q5FA@f=IBZsi7)u
z(rKuc&A)4#gU{}5FKqUW?)<Y#kZKe?`^Lv1=q9ZQ%+_^NG}eQaVRl)q_m!&Fc2{)J
zT+oLx%<A|X?av#hjFZ#u9}@dB)90w-U{Iq|wf3VRe#Zr{?B9i@$>d;EIW>Jz!UQ?4
zD5B`a2g{YL7njei<vZ|xSZWj)UAgTE-SeJVF*T}Us5r>ZBDhduI{8CVbGYI|5V0aK
zd)eEZM&dXwa$+!CFheO6aU@A25s@WEM5t~kw{(2EQ)t|d&S7LGXj6rphN)AV)1A{@
z>x$0nqU`{1rx{&wL{(4<X9CMFO+Er*-WjR0Rw#6!36c;WMMJo189cUiSrpNRx+K+5
zfuRUG&<XnRCGlL12%WMALMU@U0%=0I2VE0=XuN~^OP5RHjB1%es**B?Yf&iR$Fo;!
zZ%c>NLYuw4&*svr-!|5#&~C<q{A$rZQ!J*AjvHOHS*zkF4wC~NrTAZ)siI|Jxjl#H
zRpRxh5V@I_xH*3<T}Q)^59E33f2k2&`=hTg&ET(qU_H+%jGD^Cr)uxBy@lXF!;qY0
z8mxd4opC$1J67+lk9fcEIBS3tjbO#NBu5cqLE|3q#>eA<LJ4V#4vQ%%Z`?EhGY;G^
zhInG|c^b8YSm9{hqP+t#9>67|Gy+oA%v{+g8)lQ@64>P3uza$|bHo&&v5;p*9DmNq
zzCY9-2C6PjKTxsTW1!gR+YAUl{bTn67AX+7IC}1O$LX1ydEfqB^mjz07Y3)py`O<T
zE32x7h2;}h0=i%WyEqj<Nbh478rUF05_?P>4BZ|^`uxoVxc6}Ew~_F|VaQ(BUpexi
z;w<u9_|Q4^-YP#-r|DhP@G2UF#Iq}fs%B1LE(bouyuo`^-Lib~7vh9j+Yng~EaySr
zxI@&*>jYQ#j!i6&G6zh@v+g<uSV=DvH`o4b0r2N{4ZBBKYWK5U0$;%$caPwfhSkW6
z<x+Z+WthcL@GpNUepdV}4#-nSy605ZgQ*@ipl*?nE^t9>VnVR3qpRDOurOcpJX6hG
zQpI~`A}OE=phHuTmV_r?NL<V1$Td{#J<j#@;ZcP0=F6>-Y`S6_JE`Ce`b|)yUF7Da
zrA(|dpE}`jp}NZy(IGrUYHVRMXla&^UY!Q+#XjbSv=!&O6H+k;h{Dtx5Opu%#%W5U
z7q&I9kY9Lcmc1lUW$8^cj~&Oyv~D;y#CcaE*G^1wrFb`a$0xO>x=$Kk^KZTm$*bSs
zSLWXL7o@4p=tfQ2#jnt4GR0HXWo~<)HdEV0$Pj+A-{f}Q5AXM2a;w|)I7;5Ou&=n*
zX8N6Nr(9;G>i3pbIBN1dhK+l1+4{bXcqmuZ72M+uS#M?#u0gV~>?0iJ-xl(8l&Egv
zb`oC2Bh-Pa8pYEfjHueSUbP@hK61cdUGfverX9a@T|FNgpJ4om5t#p&DV&xS;1nmi
ze}iN)3%8%uR{JjT5UOYTAJrKmvJce=*d7tT2#ch8Bfoe=tOg1662!p=rBb>FyyG?s
z9uQV!>`JncI(T6QE&O>V(1*wC12HZMpiu0JwW?#6@4<{y)`K#i{W*8Snf(ra&eHP`
z^;gNYm!vD%F_?q2s+(B7QrCbn>$i07(6Q|l-!I$M2v%mnmi((W@n65Yq8u$46NS0E
zIseLv!D}DMbm%jvU%+5tbZszfGiaut{CQ}_Jb`qA(&}EtNQIj0vJM7xP4b<qms~U1
zIM}}OTDz;i%fC0gRUA~@7oREGVTY-M=6~+G`A*sA-De&oA0XeMhy6w9dGbD|Rm8;7
z9Rl|R2@mGctJ5w~?^IE1oi<fP+9~;q0j-mY-32Cy(q-$`M}dOj6`lUm5XmR2mlQn&
zz2CHYx*ntuYj5eTu|Ne1Y}}xgB9*d`Gomj^1-vEvaz<*LNg|fnwU$MeC+(@Yz<xP<
zj`^*85GkmMhch$((&S3cI`hCtr2{Y<)Q(rPT|B#fBzyhwkK#an`(WfonlaiR@(ald
zey&@3XugwYTS(i*dk%1Ud3*p1V1PSVW8{c%V$AWTC?uTfneWxZ#b{+<HjgFd#QP-+
z->tIE<NY{SU7o+>`@#7=+AbB+&xQ|!eHr4tTGr>Uf2X3uF`N7%g|3ec7W0#JF$Exe
zF|J3@LlHI}_oQURpML$P73|hdgy+Ji<=Nv=c&m7f3-JrL9xcR%UM0h?bZ2NMe{z1{
zJ@pE?6<xNG&HOSPs{dOVDiy-5AnA1eil%L<^pFN%?@mo!Y=GiFsmw{qLfJL^&gaYi
zB=}IoFdJ&Gp-#wv7BZ>1*Bn}{C|y`xNXXLdh-d3EMZYB&4TNNMviDvPo0*##kh#q&
zWj>%eAB_><7TTpKo~?>7V*SWQ${vOX)tz@Vj8#$EZic8i<ZO={3D-m1Al5L^KCygw
z4PQgm#n_?f(0S>4+j1l@eR&UmkQdSe#kr9TmM47-55bqVj4u<4FqoRJGKFpgBx)?3
zD5FV`DOFJ|s+ct`HBqRd)Dk2wG~7c*YL0Bd#-OAwKRY5HEt5@issy-aPGfJ}%)U={
z!)Y_c-cp>+1_4W%1k#c~08pkGS|ZUrqY<G&(})3cv#Hc3V#t=nNvahTAd~}V0AR9C
z5YGvgpa#obWt}@}N6ddQ<T|I=Ks`HZ)XY2^cqL$hWqn&hA32e+Ag}A_+5#Jxu0>Vg
zV{Qs~nY1mL8NHN~46LR-1KO&(m;}NA`g}iOuyixrwRmig7(#>um1NI^)GVIJF_T8_
zFo!M4l+wmCj?xjC$kCrds<?(ML1YJ-Bo#Ov)>rY8CEn}!1#-i4b9pK3)13wbUTA1P
zBSI1Qlk8nBJxfdA_^@aJb!SN3jL6y9kNtR)h(p6X=q7iA!|^<SCg3Qyc0!q*L9&>q
z@z?mYV?JvDy7IQ?bRsQ|*7oL>_iJD)tu@BZCBeKKxwfa~@+{k4wLVVso!3ut4bSuD
zgES7)z2_!1WA(P#cl+A&E3~vzTO)P^X|W045o~UmP^K7?$_{5#GCSha6$9^y&(?j*
zdFU=%vgm2xqCcg3+%f1`&TQ_3qG`~>pL3@CZ*(qcZiNi?;BZPH;}K9;1h<S12EMRm
z>3#Sc0=f$`hpZef+ejz~O>xG@;HGn@vq+lRfl`-%C>%kwLx}xeKH_Jzi<ptK6oG%G
z)_g3iYhKQp>3zLCG`${4)~kkBp7+m-s6IW$hn|9b5dv!7Z`;k)>8aqc!sc)0l-~S-
zlEr&Hb76$WAXHi<iX|;TGF&Z6)t?R}tJTNsNz7-yJHu(gjI$vngT&cY8z?pkr6OCX
z`L;AiTbR$5S@xg9Q8u4?-|2O5ww|7qRuZQh_mjQ(e&V(p@mCvawsxp&EL%~s_mu?N
z3^%zFX212F&epxVow`_Eci>i>JS)~tq$Me^eyIhD87K!F;$}-7tl8@Up8<Lh+nD-N
zgQPqEcfm>P+Et!g2&v9_mA!kWE>Js1+n2<0rF|#DJ2W4<9Da*OZg0hIJ#iexDpbnt
zW?8amnLtSvQkldE=8~pfULi}1OtfMz2X9>{B38z5uRs<olR)3BF6=)KwtvTuO6dvy
z0$quPM5}O6Dm5_AWt;+TM-?%Fh*#0SgiIw*YS(@opgD1OgGC|Gg}cMvw69qL?lFFx
z7^ST<z7oA#z5#HTcC)`<#}GD>MfFjCg$THSbRfNmGH|k+xGdr#3`2SkOM~l8RR1i8
zw&(3dPW9$x^-}SS^hRp73(`Qso9X>~mncHt(L5VTYJlawBY{tOHmV1o1sYCjld4Qo
zlHOkJ#Fx8j!k562&z7S+<?=+~{Q^4%TlP2d-!0uLRSNN@i{nRlX*c@GS1JTi{CM`v
zn<zP=r2Ix1{Di!x)alZ;N5ld79ZVAOGBPb!$rtB6IyIn@G9pm$;;EJ2vW-)65vWkX
zDK9$Z4@Z9^%MEDYOU*oPSV_jEh<KMew7--(1w`b@RHhqY?c`hrhGR$)3Y?-6Jc%S|
zl7a{pW~vfmVj^jx`rGvIq}V0tdP9+AqSv2m$?w(kJw;Jp^=<R#2K4;YV4iSttQ1$p
z^xA@!Hw$6LH#WF;*#4ibP<M-QQQnPzF(U>3*V{R#jS^oNUXqDp<TVrUxn3X=pMTUR
zG&Smey`EhrEBRwB0`BL1rD??d^Zc^DU#i5ANEY)_q5*BFkaQ!_#&E*Ce4y!f#u<?t
zLuN&uz6J8(;i@@Y@SniH;pg4!*s$il?S<<``8dzO;^)5$ijh(9qKB4ODI>w?>J=I(
zo)j}Y2;69&l2<+_rw#J!^2_>7`c<mDI&nt8ckce!3O2xa)E>>1>36<0Y%#=%a_0xU
zd}-783INKKrQuGLPmR}4A3BJB3~ETK)Xg;F{>uWs+LTaY3M%1=6vxhO^$bGQY^H`Z
zo&czZD#;Xyk)Dxjh1XCaaig+4z6ql|F4Gh7dMCwtW|{wbzP;zM?58n_xGBlmna1D7
z^O?cis(<Ow|BQ~tL-?EZjqvX1{8+Fjo$Q{B;Ao2N^1Y1LBs9TfXo&ms|7}br%lA;-
zjxm0V(YRk9xg<KAkr3FVpIYT8(ujw7<A~I7-LjVe1%}@WXfEuITEJ4Dm9-p6R#|xS
z6S`+^nHT#uovsAU3~KWo-8r<9uS}?w6U%zGlr~)}#ipdm@S-_P(m-8%ga)a~i}DV^
zb>mxyErqV_o^3`Gd`AnZLu-~Smgw%vsdb%YWf$;I7_W}VWu{hZITc3bls@!NePFVQ
zW`hzNKQWWfAn`t6n`E+7eifspP2fli$f7tf6^@ffE6U?;ri5-NDU)!BnCa4MG9w1o
z42b0%Y#B{tYa>c_nS6m+9%|}2miMq?#Z@-(dcuP!gm+`W061hs3ojEbt9yf7^?U@w
zykTReDwEor1Ynv8(*44c3F~nw#u4ZV`@i+&^=<Kr7X65fZ!w4UXUNgsGP;q@f&hUK
z^X-)iijk~_K9)aUqCb89JtT>;8ZtXYOV9bCFl`h{=-lSx|Bf?>ciJb_gkcEZaGMo_
zLp?4;>_J~B8#~QUAv0&?+t^+>mL0|0sytEWSZZF-DmlAxo!=(#Q##C^+n96f&e6<i
zIxrcX$(t&*-uJ0I{h91GdZdx8w550Ago(T6jG22@bl<1f1ajXl@7(S&q++||ie@hq
z*MBi`eCUXL?4pGt!u!rIQG?0E`xDMDfhL8+QkpN+rf8~}1wkgI7R+#CUC?8nr13Mp
zMB~_G1a2@Km!RP!yzx>5!-Oe>v;wHbToTO)##Xfg1q$n^#Zxt8<#cr7sdhpF@9(Ef
zeGXQMa$T53?{-Gy6UdBdOPkE5ugOWua`J}L%B~$Hm1Y!3@f<Py2zTvUKLRDQsweO)
zZ#swHfCo+$--1oE#}DBB_Q@YXlzEp>eh3r@Fd;gJb!|dLib;(NO0AnEEE&KeP<zUN
zG+;;pxqUZ%<9+A;MDb*WM<}JvGMtPdh-G_}u=@g)?Ttl=DmU3%@77*6rS?5>zDOib
zFXIyeKO7YJCH*PNpy=HTIx_OWwUb`jXu$D7emh@3zk0YwcKu#sSaZM)B7riADeM%1
zi6TZ%??YGN#?A`1RQSBP>WFhfSpMOAW8X-2I;qMqYz4meA)j>CkY5&N^X$$ek#^2S
zT*Qzw3$Raq#zORx+rH~ipQiKo((}oKyOugSB~R_){06V>GC%%<rvpFv6Q@icL1e@f
zRwdhl<x3pNDpEK!-OGpy&;RV%%Ti?2B9JG{Ov4g2^LYw*Dom1Tu1k|i6*6Xi4mCaL
zQJ50NT>-d;@qYdPWpYWrWqsrNo&^6E=P8uxKxW4;v)Fv>^mNsxqB_SyqlErqcjz5~
zwD0Hr3v)}6#QI6)D>;UKoiLRuAgT|Xb$EjB4JAPrNzo7?N(FixQ*z|RM8QXSjSv^5
zg)6?-RZ{A0vw~~ikoFgf<~P7SWYR-a_|ysHr}z*_7C-`-@w3MUJ%B?Ji-6lpA(7Qf
zI9TyJCaYAj@&K<it=1yT^epRb`fePbu<U(2JzkA`N~(6fz*DNY0<IWhJIMngk|v=~
zZ!}jNzPWq#`*v`&T_fW5l~$WU2K_T!6NUG_!{p7Iw~mKL{lZLLzKA|Dys!ZcZuUt7
zYFdRj<D2|Vyq1Ysj?hcO3YS@Li5-ejM%f%=kQBBjq-2F>-P8XCz$w}o%nlAj7I3re
zpLeqjAbfaY5HNcT!pMZlNC>E$-)8~^fa*tp2?cM^EEN(lS;10)Ap~#uw{%^sh=K$}
z(jeIR<*7-GxXt|h>fPMb4i>5ro9>Dx@zBJ6FsfeSm+aUXk&+30j*!OJkH}vhL|}H@
zQ<jYm(8_G7al}c4+s{6s@wz*?C5^{kK;Yf@eOOrzHk-GT^7jP<C(!CW$vW5fE@0!6
ztVK#OW!#Wzz@>a+DY!HXE&sjL);Z=}Y;n*XpDz|ZYo|}&a4`?El&u6dV0Df=!52ri
z(M!CmluHO6xVnRjAvO=ELDhI%S2k+!eTvjv9A~-y)8d|Y+@O+8Q+8RTUcgZ$NXgGm
zLm753d&=~eLq|cD#Q1p_zLE}XS;0>DIvQU;F>cEj(uj(9S3#w*>3o293iZa`38y#B
zUxUzjA5FcOG9hB*G^F~l7UL9ibh@pN`Qy3gz`jlC>eCaN`+OjdZY4bkmelNn{b@<M
z9k2_9*0DfX>HWL3`-|_HFQ6N*?wEalnulAlB8q4PNwxf{`DwNd!U!bPx1NX*hk07~
z{jyp*0&iTHXGH6xOn)f<p(5NWlN*0z!QZlU4*Qb`om2NKwiu}M?3HLHoU?EhOF991
zQ`!L#o|GD#RIrA67!Ihf_-`^1wl$^bE{WQe+13tRC;k8_e~9ss{CM=kC=po^z|Og5
z^-!ys?UZ-wJBia}o&MKn!ez^r%k@~4zHK|)l!x0%&J=cr=^LF+6#389++SHQ=2`Px
z+<#z-18<M#uNhYJ0&{bEb&T{Kthgd3&jl}Qh5NddS8vsBH{FJ^YhISVwI7``%?I^r
z-4=c@N~}-;4ORu5I(lpr*~AGt9sLz0HpSu>h+$dh*!I~^$)P%(tsP1)p6Bk1;Mw=U
zYhhjpiY?_?1XcgD+6VC3>A|;P(5&e_c!D?$<%`H=psb+1o`*E!P#0R^Q3}}+N;YKK
z(UpVajHT(j1bT{Lg-v<%6&1IlYhyGeb$=t$U}ML?zaB71Z|9GPzRrr_M^1^UrT2Gu
z9@p-}{vy9<*ERDwqzZ`}5NZLr0;jqTpIssSag{75t$5L%Lc;VPcyVIU773)VEdVIo
zVM!d<0CQ(fsN9uCHKeY5-@wB)e{~#inkPaUFL#Pmuj@JR8Qkyir##c&1I>luItb{R
zH2HY<uV8MbCdVg^vpFF2Glj1_@gL*QI$y0F^}NhuP1oP07}{|&M`g2Te|YCJ4SoKm
z#8j*>JMV{L-$<?RHG#|Tn3FG$VWvHA6jdZ5*s!Z)9m5QZETA=K?W5(rs*<U{bIK({
zH%%$Dkc?E-P~rp13e-1b+XY#7vL-2ZDQ#r-!tMxmNca@naj#){Q9SyYu$m|bV&38w
z#{0qryl;>XCT9lcQ6;yeKRTJT%Ng;g+!2&eTeNkQRgyH2v~g8YDMQyIXnB)+@cH&j
zA$_28pFwIDaiFA1NN^!QAn5+@@VEp-`%zIZV}zYCbm#*&W<5dXEtB+h377tzOfkLm
zm{f&$aakBop3w;lB=|qACvd;mnMz}RbMl#Ao!>)#8s!5>Lqz0N>6KC?G>TFga8jCu
z$$(X&sT5Jsf5(ta*E247B5}|1j5rH&Jnb3Z2VdRgG7mf~CqA8?wAGbey!3g%e)MVv
zDYLgl;CIf&K}xO2CCa=P@RE8v#(h98>1bcUeD)U%cp@gd0VaS*B~f5VhaySD(D`5e
z!wcx$E=Vt*>%Z1vz_gil6mUTwU5W+NmK1p0G|J^5z!auA$`UpOK#YC)Q$?@+kVJEH
z&krM|?fg7!HO<7yQczs<`f)Q75<`^OuHNKtyW6ktzt?sc*L?P&nzWxEsyc0JG(~Jl
zFw9rHwOKA-YV`7AO>8^5Ri$r+z3kTOCuO?x1Fphoz_q++GRQe)UQ-N!*$`lZU~EuO
z9U92CL{vsHS#oJ|s<E_>O?0k+K7mGoPJz+_7acrRybD9GSD!9Fo~>bcckuM(yT}_v
zJvz;jY?FM843%x@JJ~7Ioh5Zk=#C{lsdy<pHMAxo_2$)8R5EemMw7VM_9fhrdxC!>
zC#aQ_U6iA=S)5!RgWE-&jPdYa5Y-pb995gwv~g%>S|Y2G)YbKJIy$U=FnEjRQ8HL-
z3-iUQG1ZgH&zYYyT7&WS@Wc7j*Rc5!eJb9_8<1H~t)OaEVqFSs54gg22SDul-ka1U
z(>%+!t{<E~b@Xl-;fGbY@Te%jFc&YN|7!WjXjhvPQ*kPT+*1feT5uvqFEDG+cmSth
ze4fqo!$}Eky%i>8Ga1dh&$&;GVJw;~I`shWqzm-Q2f_8|n!XJ;@~4>!mPjcpDXnWO
z7%F6FqymUert-#-7g_OW@^zGr)bg%Co7LX(d{<Z7{jKA|n_TD7)IZ^u%)d=}B3O2H
zrsPYNzScMkalAn;QwU@iC(cAtMMA|aXJQ53Lsn2tvr3XEqK!a>%GZMZC_Jc#T&iNK
z&1b^@TseK?JO^L50~eQQmS_@bRnb5(-rU?^Jab*j`b-z8YQU~s4=&)!U>LKN#7>Qq
zdBC^xlKhFWyGdd*UXZ5qRYQu@`BI1sU7q@>ulVj;o@5&x@%tE98R6&WuU&XGE*l&S
z8=P4gq+a#&laVz%iSRPZ_BA`+XkaVThfU>Zv3zx7*J0&bZ}S~*e${)PqeN9djX7++
z{qY?gc}JC&>f*oYEjqr*E5qsGNcp<|cQ-J}`pQ$9_U6f(dYyW$?V}!pnuV%kx~Y3)
zf5+dual1awb-oAj>QcM71y@n=0`u@fcn>#F_*gs&Hc{KhNVNIjN&*bE76U&QM<Ai%
zOrg@8tuRR`O?=L#GHCiR(yPROeu6tf?Sk&=?5=*rh#<0lagr2n&R1RWQ^W8P(b>x7
zPUP8@L(N4;sU{Nz$5_Fj3g~NK7W(rO9_0uonTb*yC5t~vmI~IQ;U1IwVEmysoXs5t
z^OJ;^Sft8lVTR8v!eX|&kc!@q939sqvOO@0E<#=Qh!~KS;L%R1!hCZ1h^{N}UjSS{
zqrX<GH?O=JkEc{Mffx8gN>yTdR&7xDNbcO?Su6Gmx-|2<=kz{e<@I1d=qW;-FnaRj
z2^^=dp|vK#kF82g^*$?>t%yDMf;pMWy<jeh%ei!`7_9uO>1*FPKXc4>)PCGK<o}ZA
z_BjqXpXZJ!j`9$`Jf+yjKW%x+%00|)H*7aOWZmxPmRlCv`q{PW0Y5k2I?vYZ?@}!1
zx$p38%I~PZt8cS#lD`?XF!Q+C3QqJ_vSTfi(KJ05Ruu73Wz-V2a^PC{6A-+f^mF+S
zQ`|`J7u8m$wb;s7c^!R3mmc&tuk`5&rF*+D`s%B%f_Kv{fA{H<3J`}~$Y2p%2E7tG
z`)pp9FP+^a8LhlRRPsDn!2+-XoI*iEo0Qc?Kic&fz`P>DD^y?Gu<Z{Ct7P47J!fUD
zpCl}jrP(rMIcMQSONXV$GGJjXY4X_-(Z9n_-%Eqgv^&nXpJ_+-e1s!^T|;#S<aW96
z-@l5^eI|DKCtEV`r26PqSE=o$YJ+5|W@*$SR4bL{YH%0cJ7TU@N6i%b-XTNvMK8OJ
zepzNw@Iam*rovYUQ3?Ib!-jGGyRsDb!>Qp^QKm4QVG9MvwDF|)yJO368<yfV4V;#n
z5!U(3yT1M&`~CR^z91J4tI9$Z*If9BG4_{wQW{LcR03Vu5Bc>Vfz^yRCwoU!cx+Lm
zzzEVu11eHT+^U3&)tHDziRfXLt-4MY#7m;+P$_i0R;gC;YIQ<U&71UgbF~(diwdGr
zRq3K{cOiE}E`0)pDpe{zUDd|6s-99QB8r%@L=)9U%~5BOt2kO%UZtpZRwkw>Ch?7$
zsje19E8nVYQ@3hcovn$M^5u%f{7TI-=Q7ud<QjI3Vhz7WeS_vE?M==bT<hI8h^ynb
zv3Dp3-J9c^6I;sf<{#ADW4_1!pz{IOz0v#P_a^o#pH@AsdD^+xwa@*u=c)JzKcak2
zopwH(__xHD$}cq+JYR~_m&Lmh%gVQ?*s-pa-frJ@rEC}9rCg?B8dWoVQ=^S>w#_v!
zepP~L=9`uCH4MumHJDeoHD2s4@|E+|8dYBEJ;*e!#+6XHS&cDAS(i!4Yp_OHU1*|W
z4{~2C3qBQnTXkOaOH^*RQl(P6!QOhkN~C~|V0IR`%+Yv}D{9ihD23jLtFXF!tgAYm
z?HO@t)M7f@Efpk`yr|V^0xsz7a=P7Km0B$a{w_Bl+;NXm8A!wn5{Y=Zg6C<AJ5dhR
za<i#08ik+&5sg}{RPw5EI~9A%foH=~syz3)UVi-^DNR%+$_L7~morV}3(7mnd*sUL
z@^j_N@=uh1P|eb~4m&l+h=`o{D@h}1o3$skjP|LTacOeRNN%Ii57`{T8M`ogUUp7n
zqaR=LN99bo^j(|0^DY;Z>%XxV|NG7OO~?!SS|wb(P)qmd#r=ue<<JQB9NnM=(Wq5d
z=cPbQ0PxvOnz~%<)JBgsErI-Y%<stDIf1+-&4u)&O+IbAjLh%TV2WR#n&2&nWp0l`
z<ojkQb8V@%pkW;T!k!vif;AsTMeyFu4u`pj2%)i+rI^K}#AA(I0XsNS8Ql2wac0ql
zN7*Icvqi$;a3T==-Y8Et^?j!zV%C|I3P2SlH;nqoXX_F+2xr4If}WN=%WPo|q6%~c
zGcEshlvpR9Xx2&8##&r_Sy-vj(CCU{!$_N?XFwX0iOfk_X&0#f_E~CNp>STZP@9~T
z`zEV-Ip<5|5Li^fEoDjMWs6D@m0C#!gK8y@he9JXY17$vBrolx)v_Dx*e+x3au2%@
z_VTqQEQ*7t2Hb3i$d;<VH{+vp8@v;H6UU(<tHcv0eiMtmBE0h^J?3;t-5U2`l9*;!
zVUy^q9;n-^I-+JwG1GdqK6yLZs@a-ScudwBp>Cj#Rk>$yGZYPCLtsXYRJX;WRO@*W
z1*YLf^)$`2RO6V5HPfz`r&+4GO|?<IQDbPa-fAVjx&?KlLzzUCwPi)6mB(QNYLPa3
z;)tqR8`V^6<rA2ilmOCAsEBuH8BxyGXjyHoogPRPX{wv-3+&x?CT`zgC-(381Wcbe
zQ7hFFc<dhf!G389=$2+COGZ{xcA^xQc7#z<r`1+g0^u(J2NZLX$LW8I0r3;esINw0
zUw9zAJ<Lksb73;@zuJ2f=s2n~Vf5ar?yl<UrK<O;UaQsnuBBU2%d)$KWy_W=B=9O5
zVFgSGfy9ysYarHyfN?e}dw@*j?Au8!jIm`Hf*=YZi-RYVFeEPo{uvJm0VN)OhnERR
ze)qf8Ez6ld=g)cPKj)oy4qbig-nw;b|L(Wn?<R0Uf<}o)nYD;R9@0@GRnIKGRtpD8
z)fP^(S5+d5PI9co;j<hbA{2M+nzirN+2-+yi5z${=A=b1B!L~b-u<N4N4in%+~S!L
zX<@v!Fab_6jw-at<w`noJIY!y8W~>DErPoDV_#)eFlKahbhdXgCNnSaj49frHZi7(
zrK%!F$Q49Rml&}HaZ_xSu^L33d|Abnvc(ycg4o_fR$Zp<Afl2hu+o&N&gHUMaDBlO
zcpQxr7Mk$SJCD|!&@o4H2q^5a7V@M7B40cz(d@Xr+M$wX2VJ2RvKKXrr7EkIs*j`~
zK)c^UXs@N(k%n9#xj=F=$<50;!p3iyJZGZe;oZ^R-k}SdCXdg(?DY-mbq}>yg9Y28
zi>@ZF?w!f>eI(w#de3{qnIFHpV@oZOWJ<|IX=eKNOIHP*f=`sJp6;=?w{+pp<Oh4V
zcW(Z`yBx~<-?_G>_tx$4gKuwY%6Ao8%Z2SznaCx%yO(}=*D5z>>+bw??<ep`w~`;N
zZrDS5{`oh~pJ7iLKZ?94j(?{2{0GBE=)n^7Wux1QWUA<u2>`!D4G&fTGpM2k=;u~w
zZ-e$$tL#Gt#_R%iz~R=+q?y};0tvGvI!xG7kg#gc=X4Q^_S5HcbJA0!(-O|0P63nT
z6f8LfIS!72W5Y&cGJ(MF#<Wdl0D9qe{(KC!N#PGCpvr1ZCL9zYkd8kGrBn6mozh1*
z2DICxB>uALxanc;_Ys3Jxz;w)t|o6{Z#LY+9x!~B{T9#lakz_jr))j0u)A0GS&<>&
zMTB);zLS=SamvVy8YhiMjI8k$s}~_TZna9bA={X3%4V1(s~H=MY?4j2HIw3;?X-=v
zk=}ozyJ8znJh`dvGX(Y+3G^q@;>d(9drs6GzA7DAM!QB@QCSO@RN1hK{em1sifpk4
zd9oETL{+R<0zniq1=PCdd)@E~qq;G*yG{_U@PhX{fh}G6mP)ia9Nr5G5EEW?_x&IF
z*%v?bt)Z`M7gaf!wPRPI?OoN~|M-u4E0r|!`pN(N=X0N$?CN44{@ez?6dPMiFaEl<
z?div79t*e$Pq?1IP(Ps_QT(T)ya6}p2jjoUVTaNHlQ$unIT%IHfVe@8tkDp`_{Uss
zW*aH|=r~Z6Pzy^?JVD>Nk=pzM1(Z|ZP5Ype`U~BdEtF9VzMjvv!^i|(TMb)?WU-ao
z8Q2-*t~K6loJ5n+V}b9hr_~qHe;CajxDRiaw*~jaM&;4q&GJO>gU*k-rW{l9SMisb
zBe93@6Zi+*50sbrGr`}h=df&I`kgzRABucPos6B0aSj##)A<*XN>YR%3=~3ufSU<i
zj7BG;42nubdKse80j8pdqcc&kz`Ynf8?{B>9(qB<;t#wDGZz8_gS!fu*6FO0hqOe0
z60zbz>me&+ElJeUHHya26q-SE=tX3P3I=`iM*m%YX2_4H{n$T?t(x<!2_uta(uW!w
zO>3Lho@73zD>lFfZDeA6aeU;=I0dU*uC}l+PEq$6XT6IFTS8ZdZVa)X2w@mMNBTx*
zXD9BYgI2&;PdS`pNRojkKTAXoqa=YMZjRtef*I!?l&W<lKLN3EY$D*rRLZEWwc&DJ
z9{@@b8NqFAf8x2jKKDC}j~)0<OMX?@VTr}o>|K4?7Y<%^X-64f@$mPs>4oR8{m?+N
zl=R#j3HM+1g)hIcws;$P`rh+r3`T;XBB;P@s>4>YL~X7alT3k%*8z+I8&X4Fim<#E
z70{9c;7O%6dX=^&wSU$qNUAa%p#~oT6Fm@WaCC_{0d+|(&1`43x!j1zL0mr1QjP;K
zSBWHC=P;fp{KXsvPB6;X-|gj2auiZ6EDMJQ$3j>OjfR*|#6nJE@lqV-H2}gQcj$&(
zHHacvGq6WhOT`RrLm$qx&15PSDONj`(~%pv0^|T)JU=pWss?_f1i_KMaT1k?_|(@|
zE<qQ$Bv&ktmhLdzVf>(BvUH?0SK_qNWQjo~Z`PCBX57Ya&3&5VHgH%ibqIaJcHy&z
zuVoLHxVh5V9HXj8jXpx4-9o6~x^8t)y;6O<aD#fgI*q2)Z*nKOr?QqL?@C#FoMBh5
zCzSH`1jC`;2szAR$b0Bpi{x=WA7L#KWQkf;U@)AXQSYSph?k8J37hf0k{L3A$d@jb
zAwSVqF|94G-CtKn4=gNBKmZN+ft_}OJTgI#62*^5x_~DA$((^tC6atbML7dmrMZNP
zv&OvI@TUZSzD|H}Fj#<!83g8pNhickLWnCDFr!Y6ea2YD0gAOc3^PAiJK6u~7ytad
z+Xe}S^yh5YQ4pivK*6$fwrJ|Uy0mlM?wK2QU%P(w8{hvv?i={VKT<^b#`9n33p!%s
zKg7@Vj#UTW@$`@Wl|VF%657JfAU6uJch(^~&3g&Gvx2)ZveT^Yf#qq|5C$VSgOCJM
zah#u{xDpDQ1MIm7Spo?M2cCNj7!;1d(HzCDq#b9NJ^w5{f)svq0(yg?#bTj|0XS&t
z|3mVT5en9X9G6bbT_DCG&m=lb&=K3P!_%A4uc&(*#sP#SPUU7e7IC8-48JpQA2)o_
zaMZxUr8x3v&=ZpY&Te-kOr8^p<Y@`m!_$(??u9D5Jrcf{gy&A31}Z)>KQfYQrT0qi
z^b}PiIQPgS$|xFjKg${wHAvXBVAZPys}btny|%y1M}R~`D2S!Yw0cXnSPqyJ^G?^5
z-aWou@@_weS+j{V^H!s0qv;^?VbcNY2c^41Ut+!`KkWKB^Goqp(mCdTvM%Q+H_DHZ
zr#onVf_qv#%MnV)**?IqX6Pp-(og!^&Fh&y^I&8vv(<bRGr=5m9aQdfecAkFVU~Z`
zJR|&o`7QIJ^_<}5PjeV?r#WUEa(H)O_L(8#;++OJYW8~IR$b1jbB|}gXWH|E$Kde<
z{slbM&z~j)1T;cNbrq1d!C8fOd_@4m7vX-wd((lc=*9cI`@M&}toNMTJqhk4Q#{km
zAL3u&S&7$p@+ABW{~~YVziIav&_RGJHm^CG?J(|wMRv)q+S#*qY==8BlXq!f8(v%I
zT!;uTus9BE%Q%cIT_Aiu9jY?{AeEbNkWWN-?R_4?Yv&+5(76#pdT4+N)Y%FCertCg
zGa<|{<HJ-qplYuPYVqO7)hw~9RV!3&B=JCT(xCQ&3~<EJfW8&b_tm!qeM``{%ydh$
zo2wp4sVb_YYE!8ZpGH+$!J-cjyG*{iPqj|LoIt@6(WI_H{}tZ5_rR{Z3lYzcKKqqd
z{`2_#Pc0t6UpGq1)$LpEVpjd+J@2{tR`<dGf$=Y2!Q79(*|js?sr>`thXxU1Z#RAz
z<ru!+yAuUUuL>HFodT7s134_&O_;Z5Fi&m1PV%mQuQ{QE+MTrP>&9QxBf7tsCh+k@
z*oTmq5odAWsM7?akQU~ox!S1(X+bASbHGl|OHaWvPyKrWjc`IDJqD3OwNS<sCuia_
zn07>Lf*yz|Urlf0In6?QBdsUfzoPuL-CoEyNYL}JB9}jPO7{~8Xlp*C-sib5$@a3n
z)(y(t?A=!5{RUhr?2kf3*lB*+{CVl~j+ug4G7&trC%Y%d1bO?hF#qu;d@Rh(vb+|F
zg{Q-hhncV=p77z^5D|Wxvl*wu#B+i~0DKl-{?H*J@Xj)?AH~_+ES5A|I)j~}L;AQV
z;y3{7L!+Z*ns;^Sd99}B@fMnE-e9ymWyb*Gd+cNOIs0k5$*$xdVNEPoHx21PIj}%L
zmrAzXBztM(%mmf-cXuyNbk`P%WLv7+(w&Kv+nY>yk_m4*h*Iu&5dW1mlQ2muOab7J
z9ILcJR2_XRI}Ne}3=@(3JZ&EQ)nH=Hmc{2Y=}VNOM|VCve%;Qla@g0_ABiN3TJTkN
z^Ws-0oAU8^y7ww(*M{zc-@U1~&>5~o-{o?(T>I=L8(^H#>ZSGU|3!H6RcIp`W<R67
z-{~FtO!B^V78Ru3%+1-Gw=gJcDw;0;kZP!P4DR07aZ_?^H;kja%l85KQ00Sb?pk+f
z(>;Tq@_kCaZ*bOd(s;~wO#Wf{hnwbhpWglA?z6iCe$~?^Rov~7-Nvu+{q3~?^0MvG
z{s2<eUYN7U>~guy{A2<<6QCb*5;~NC&*8S#AlEETOKm!FB=LBHP0ZrYKfE(H83hBy
zZ!{aUbxuc*L?4HcTlz6HCx=8yTTPzo$NdnaqF*Cb{dwp*{X;a67q7YY@pwN^3J!7_
zzGAv>EnYjzwrEzRUnnVfNSRa^<uT@G$V58V0O}^Y1QVxRhA+$K#ewg#&4k{C$-0UL
z*k&yvHRFBFhnlCG*=8B&YqJ%)M02HDWGA=ct?+C%(pyR4N5>>LE&PV+Vz%n8Qluko
zO+?Z-O<~aIFCR+d!Sq;qE`2&}NZX-hy5W~a3V+a?fH2ZGsk@tZYr7AVcW&GbhXyUy
z@^1T~Pp`-8sTOB_i|WOqcg*_?LH4ufU(+1azGVf*z)SDZJIg$#x$djsT1zuK#4<xH
z2G<~lg;%MB$}}fuW#RI`CPU!_JR^JEuHBE|TZvpJJa`avu(~7R#KOcPEiB|F&Pcg&
z>gY9|(}y{YOJ}I7@q)BaCkl%%0g0$d3*d=JxQq!2+LOkFN*sG8`a+Z;bYkM%0+>Ib
zCh<ao)J#Cft4H-%j_lFU8Qs2VN7uS|B^dI_*qBVTwzRdBTUb+1axhs;WRu$yTZ1^b
zDjY<cDg!FI1lLrw+E@#sp~65AU7p*j;$C@u5N}KE2;%KKLR|sUJg^FFZs}L?rv6I1
z#;k?W+-nToL40ZHvLM=$xlBdtd~1XH$lHe9w!XSJAYYaa$%W1jgL3gWC2g8eln9Jg
zBq!*a&OYd@TW=dyS?cf%a=IxNtIJR(eUv&Z%j4H|@8}MC6mF^q<kE-nnpSR+?aJ0&
zrw-pW`ee?|nvATNyQOpfE4_XBNVGXP_S4lP``-DvH=ekAlf_Zt_LOr~?CIazTOQhc
z)w;H&KbM-j_C9v(TW#h0{|CM_^NHbm=QX3r?DGpo(}uCh<L+eD?NB)bYc$)&E+4=8
z<2zd0WjS$)`RYhZBz7fp;O5&uzvGgL+oyM3^5#FZ?MyVs*X-X=_IeG3=p!3JPXCig
zbM4HbI&BPfYS3{d!68sWD9CZxmZ^zW1}zWt2^sWpRKk<(0HksfsAU8ylF@P{Rlre$
z)yiy((sM)$GMu9@d;TxSpq3O~rz)#LqmPlotC~oOGCf}b6Dh1mAf(nwQi7y3NhwqY
zvsQ)bu`2B-<p|{spv5YcKo+F_*$}%=mj@}+D$PIDD$VEgno~qToL?au?kqc@OIGNb
zTrpK9CxufwQUWEv0wuWuCCfrx(?zT5x-Yr214n6flvYP+b(B2KS&D5);k9G1gB0F8
z0s9Jt&W<|OrbN45J_Sq{c?w-S2K@?ymb}!dWh+AGDB+vMgqWP{oa!{pbk232?qqW&
zJk&YbIR;f)Csuhm6L!q9qULBSWWuTbCLt4+`eV^dI62GOwPLK2D)yAam0ql-+7W$9
z!d5vPlAy?O^OS&R1S|?;!nE*=U=RRFB?>4SFGdPOh0(%T!7y2vDljtz48xY@3a1N(
z!f3}=_tU|^x`R1zper5C7i!&(YPBAjsZN~T{-BXJB?8HyQ3+y>_j4g2&vi{1RSd)U
z6VPKg+Vyb<bx&WNR#X2W-JgPrhNQMWqNpx0;(>kd@40j=;Ia$N+R_@2)+(@(-sYBf
z_Is-9m%3KR+_D()drEffG=6mPs@vCXze4-w(m(A`<zPIXN=ldF-cMgyDi1CNuPjF5
zahK4!on5U<k6@YUCM%Bg7Yk})>Xw<4C{74Lhz|d-QE<0KsU{;z-QS`vnKcs%LUFkn
zoPMce1W19@Ph$4`Pme=uvrTSbd{X$gWA*O#Vxzk~`!MZoDyTzzgVBA_{e%oR?IV47
z)PzlxlciESoWRs%auIIuS%TD0jY!Xr)HNi!CFT_A5(H=FApFvDPq3-94@Bu2&U0+j
zrh1{LM=xkfM~7*f2CA;ZCI&8wkQ!~`T=00WYe6{DY>vllv_IGw0DBwl5AbAqe~_W$
z)BZzhPUu}I9$V1|bQzP}`}3!2r*vaQy(=hFaXcCyi%-Q5$Ir%%YJ4cpXt0U{!E9|U
z)4a1w&kN0Z9!t<%D=Pjn=^(EDCR--#B;6vV^r+!zuT`<SrpTjI5o)q>E~hYM#^x%}
z;G=6RkZEGA!d`E++7w${)^b&u+Kt+~%2P5PlJTfKCQr$S<+HL;J{mjvCE6Wmz&q#z
zg!C@xY$~C=FlKH!Oqoui2&n67;g#VOmf^ZSP_7Qwne3`n*=+Z!_bDwsOKaB_17<Gl
z52o$dZTu+g=+0(WEkzgA?NtKE{_bt~ZJ)}kiWnb5%=xRA*5gCQLj-Cwc)pJ3Eom1O
zf?N^!e&>z>f~JK!c)r*G&*wCk4xc(~3s7w%()$uUgcM$-hmgXr=^+s~#0-Z-kSUV_
zc(tZAQ0ApG-oQ^KR9ZL%T0804Q+2S+<r;vQdy2>|$3N%CCI#o<P1iaqw%k#I{<Pds
zZYuY6``1H<b0(E+Oy*dL)SS+-em<R2ds5+auL6%`+UD|`vr0hCSUK-3wre&CAuC6&
zEKa+y3lv}7S^YC>eHFHt^ZESb`|40jRe$iLWF3!0rc^Ad7~-X!RasS~+QHfLe<Bhi
z=mw8wbN?KLZ%*BR>lOqsd|fK7yQcT0fpg^R6J`sPgEhUM&6rLFj!}49m>7nku=SWv
z&Rji&9YvB-Fl-k?iJ%w>;;=mcTn=u?FN91G0p_m&W`zk$A0xg3Zqm8#?i>M+$)^wR
z-q{lM2OMvU%0=%5=s84pXLH?4>YHzW<;*3qSgVcOk=XGu=EI-KMJWVf<Uq(^C3vrc
zeY_4oIX@-;3SFyIIp)y4rRkc~00ekpO?ZRfQ5b=OmeZMp_Ea%~>+As?PZKp!hM`F5
zf6)uTRc!DH#Ri{H1WXDiD8g_XI{2X|VMoM}6ny?fnqCN4_D2b~kVF*%d(L*sEwp!_
zq++$|b~5(gj+?DE3f}C$Jt&xHsI*+2iCE0d&COjfh}G%zQv_>*!$M25uC$;y>7-bV
zR2ip9!sP!6^QVL<%arv2@qWhx&if<N)rSP3s#N`Zq&<#3ksG9aj(w2_81pOPg$Ofg
z{s;S0>{H^)%**0}<Bv|h=BUZFNT*t>t`{eSn?%0EWF<ABCQH>$+$nJ$X&b&=+Nv62
z(hj^sd`bF~WZdZ35P8!4r10;8(P#Ebkx(SEj=4lMSsbFv=C_8#usveh!frEcF%C;x
z9a~){MGS?)ku8j&j`mCKGKFa@u|lds-q9UaY<(~38-htmS*_&Kb?$~L1*1i<Il?wD
z%@mK5!e1yJFBYqv7x)^=)&M_qiV&b>gC8L`+BQkVjKk@2NlL^YR*HmGNi_+KIV=FD
zl8UvbN<EcudoL;>3&A^aHR4t=qecjC*o+xB#taNyiny>L#fX9=$wCK0zFGXLwpq6R
z#9|Rl1o9O{7A(!yNh@>Kicec#v@&DXIk4&YeA6<P{gEoJ64nOAOC?m4iZj&p-#Apn
zlf|hbQylHA&f;4iihlLov}=z~z_=O0U0y0pKma$;ppA^L7*7X5$+{JIWDtr7;7Hxw
z)B~G3p7HepA`Rp^1<)O`^#CZaZ=U18vt?pp985kFbr%;jj`R^V66rQ>BCkZ!MDijj
zq!GYNi!dl=?x>||fy_}A^~|hi;Nb9}qgwaJu3Lw|-tGXI1$<kmOB%<ys7%w=h^vAd
zkuzI6E^u3bNCsc-xAM^>{^;fJ>UrgrtD2hQ%9^FM$v}GPw@PtfsklDov50on@5wr_
zWc=uxW54KiTCMI7qpD1C)i0O+^}W%OU5LlA$K`9o*DjqN?v!yn?y&fxm$8>j_XQj=
zz%;7~hb0nB<G~+m@K-*<UQqtZZ8c%8uAieg15=!Vt-xm2ZQ;MC5{9+GLRo>)qNecK
z^S^nRTE~r#5#+!_R3YSo@t&?_yEyo1KA&q{R^RD7$vkNAR!9vg7v+-N)K~;&afG<K
z=1$kyQ6d62r87NN9eL4$&h%KVKJP`0e~sFV0H>Uo^3D0q`dA-TmaQ*Cu60#cm9g)r
zZEyRK4{N?5->7fQH|0A_8gkZ5nCoxCnXoApYZ%JOEpa9R;keCOKaKA0Qdw1=vf?2t
z9<`2Hr>uvqXRSu-QSS=2MQ7h@-4_@YA~I9`8Rb(h=1m%q@m{6ew^XYY{q~6LPdl)~
z_|Z3dws(doAHr%6^y%C)r6Q(g_6XX+{!5*T_=c&pIZSo1J_r4@j%}Np8~DB%J}7)X
zsL@3D#?3j}D%aAnzR_xZqZQO>QE0Wkr>}>$>!E<sLjk2{vm36qxpCa)27TGwH~}gA
zMN^>dW&uvKIY$rA(Zh2c)W-@cI_Plj4)Bel9?Ts<IB^FRf}v>#L-*5Br5z4>4hKDl
z0~}iPbEwUA`{$GTIn*q*jn1C`m1cpaDpTM8CV^3~mwJ^_>$(lVP^o=ew`tI(v<(k#
z+qZ51Hg?-~Q(udm$XmGXyixb;C;>$q86k|-;vD=M1Z|n)x~NzOb<n5GOF5c9MWuvg
zrM1>gPEXEm;f&nYZQD7yrO!bj-l0+hs+yxhaE{jHI(q0<58dk7OrGQSCv=nQ&JIu`
zKy`<%PoRa@=-!TwotuHiL*?d14<dy>)4iKF5AUpZ9LMrnB6m&`c?3kC`Bbe2NSQ$I
zjBV4_osXmS=YNORkyIk7`TXx5_RES)gm?Wn9MFPg?)2~<z3e0b@nMj*b2dCROoVDR
z6P9P0H;*-SWWp_^pjnzWXTp8`O^!_1N95{bv0NtHJj>dS#d<Q~^`xM!iET>_^lS}p
z>*X^Y16nnc<`I|Z+r9%nOd@X;ES$+;<oedPG|N6=m~fwxBOYy5@t8UTAz^Vv6FV}+
zT)eZn1CMpgbTA!I=N;J56W_c!GB7m2Ob$#9Flay;U<OFPKJNCG2S#@e&oa9R&Dt-|
z;=OlMmUP*t<s8W6XY{Q5Qs7O&ah3dP^gloeSi^f2ElcbTnY}4)6>W)FGH#6qv0ZGk
zCsxYr6W}9FmFh4R0f_AX3&FikOQ=?z<9rwJ$Z|EeLZZKjgKfh@d!2=Mv~9n`bL~er
zZ5)q!Z9@C%rEb@%s828iQrj!nZ)O-z*ZQTF%~gvrnjdVhY$+%$o0eA9TK$yIO^Mi@
zV_w}WCbN6@+`4JgwyrytZr-kXiGc5uVvZsF!Lg!N*<i^nZK6^?p-PvNx)v>z?^yEe
zY7fNYfmPe^m7mEs_+cwT?Eg(LSsSyA$to0+HB)}LMISE6i{2QZgd%LkLh%ewQBr;U
zIK>CNm#Ww5BOs_>gtvj7ybTvlFKD2X(A<kc^xzOZQHY)*l%d+S3}u`%4F)-*vuL!S
zBe@LVHUW;vpdb@(21H_Rp^{lks|`Z!L2!g7UEije<6^v(^XGLhu~JEofIxl4su#1y
zEAWQ|2t?AAY!}eRl_f9L&Qtw&3oX+dXwlCv#(7FTd5S4`iZysIb-(b^DlZRJUT>w0
zLbPRwR)pxz5PeYUq0vAW89*k`B9p0<|6XMq;Z3_LTDHPhp#L{lhAN|#vC34%STJCX
zmM6*9OvN-)IbC69DtMGs%vIPB@6CioUGbL5gya29d?sw~kA*Vfn67whNo9MQ!!5l*
z6l-mxPaKcMMA0tzym4-d$1^+@`7wT)e}*^kpm+;p+CuScBr}v5h1f8YnW@Z7hD8}E
z!_a}@X42s^qh($BmizmaZ%$cZO@@TR`hwVKl8ydGH`YUvjf{i05!Jo@P0bsG9$Qg)
zfeC2Co4)YzO*g1syQSrlrByDiO)&Hf+;X$U4js|GzD0~Q`r*Qpo3?k~v2@#xh(dL4
z;vl}|&hhszg+{y~($o6(;;moV;HR1kg0#=DCrLjOQHZhDds>jNfx2@eW#@F6P6B6W
ztKR^92X;b1b3vtnHZ%AVyhTbNoige!Y`WIrf^&r#_Cq^A92@|c@*CU~;@nn=a&Qu5
z-wc!wfTF<=wpw*32}+6pxCkvm4KwUI=cEUJ&3oMYef&f7eCU^Elk>L%-e6wm-Ql?#
zf7pCb{AGZPXss0kb&i;h;HNx4^fOunZ{!<y<D>!da)kdMB%o-(r(r#07&VL;rVKL%
zli^he-dWSE(?rBs_6q>NU{K8FHqE5BY?>LmY}bR<@WuxthK-l++W8oGLc?sVFl#H2
zz_mO73HjMpWI%4V^=0Yhz=};m9fmKAKX1n&XTqLj62YX9FeM$LTSX!4SFzVjN-{@E
zE}Nv{083ULi%&(0k*w-6bK^%nfeEY;sKaY_YL1(jn@qP0x7%-b-s-(czA4C$4A%oT
zn}d?08X(C7h8l}*r~#E(Jy@O|P!%Rjfj~BOgA0RBzwi2+pV|M+?bqJ<lP#6&FPVP-
z+unCwAA98U2ade=&B?EP=-co6uUmR*pTFbjrQaO>-nkEtg758rE%mdH5Lip0D$`Vl
zwahB&Z{I3pAp>&&SVUY3QrV1);$W9b-R)JdZ8Z2big(pzFI<&P=bQ$+$^VER&Q!Ay
z_M@1vw-1{*svk2WiiHs-&`B^X;oKG|!oA2XcTReWAlA}F-fbsQ>-jey20&~T04Ax6
znjoy|B6mmO)<tooOVw!r)n5HU3s7cFC9TpXdkSI2PHx5mcLO&-eRL%qGva0MpVM{s
zpBzB-`-D{htyO8Gv|BppFx->JtMau~oASH!?{vH~e<OdJ<F@<<_^)s;^Z#YGHLu#)
zHe9};Y|vKW63?bHP8VUTlzW<7gt<z^P%1i@3Zq`enM<>VqSTJzP8bgENs;ZXEfHZ#
zU`B;W;fTNruc!=F;RRH62;5dDqZr&hbr(-#bhHZ`dZ{o2;mYd1ynqft1M6GXz_NCT
z2HCBL0W4KG8=ojAt;yy@g=<xD$wpRf=5`ggSc>Xjg#n~?L;`|rqRq1${+_~Ns=>gt
zc~{sZj5@-sPt-%_;lTc6-=V<|UNL^}*f;yz)2+VhrX^MBNVz;xEG#E**=&E;mc45(
zyF%O9T#B>RiDz$n+YKN1`N9MHJz`<$<ty95i3IjqTK2M64L8g7{Y&567wg)2>Dy2K
zZ2VH$33iI!rG5h<upB};{PQ|2`;!z^COuv{+MI~e;kqns2bqL=X4YdHP(H*CN?^*z
zK<o|b{9=4W7o9bU3z@{QGnSA|nPI1ev+Hm}K&G}*c%GvWs{_qkAPXookOeplWB~^K
zqCdP{VsU}8+^U=!Dll4Mvhd~f;ew&r-yE%FJ9C4Q=GUTw*$ug!;*fthJQUrP-ILoV
zUFE+jx-WZ&H16LY9*^$N-R=KK?sMX&{hteeI{Mk{=W}28e%1f2;J0%pz27Bw@T=Ub
zxi@lIwQytN#`GcAXI!6g&lR{WF5JZ1i3FXhOV9yX3`f|QKZD`1Vu_H<aVC2pfFcn)
zfL#ei@Dyf7@gzQiS<F*;|CMBm<QeiXk9(f+{L#aDs3(ADZNA|<2_u^qb0ZUa@U;>Z
zuor5J6LhArI&GHYX_qhVOR6aCBCCWqrs9+vTqqm5U+@JUpXkhiJ8<rTC|-}KSNEPo
zl>hEv>qas?t~7hS+}6L;>go)+<=yvgy!)TA`+L>VWLM>`)ZW_I;V<2|>I(MA8*ks)
z8cZZ4OO>#`Hw?b^<Ck$lRfF-x68;XM*WZ2O<XjulEym0V0$FMNaKl$JOL3$r;&Y@Z
zbDEMPxGu`Clzbx%zBba}NF#uasE0&^3g!{Y!bYgXOB-T|mAwimb7hnyU}qmp?Mv-X
zv8gmCTUmmvPJx8GK;+y1#+8DVOS;(H8-vp&$+7#)`^}7*oIo~_JEe%yK_ytY$G=cS
z83By|z$+A}zf~lX&8*OHO7qm;YGj#*3~2j^_$Ib8t)j+g;`<Gpmc@IrI09IX%8U2J
zQYp138BX;g!IE{jRS6qpn9!vvS+RAPWf4at!aXLenXsuC$>J<>#3PZ2iYL`6l|iaR
zB*Z!Ov}#mGGhbaE0i?@#6KBRJ>H$V37DgQPk%(x8$!UV{cZ6_y+8ci14XMkwY)HLG
z;kWt5+d4Ls<FOqcr>D^DvR$%fDYw2!5sbE&Kavu#hduJspRUcP+Sj==S1xVboFdFy
z+)L%Ds}HXZ0s}|jW$*bj%r6MMv>3{DcuBQUcxlssJ7X}lm11fu#bUtEr>sz)ii!>N
zBLX39h5cd+$EU=o!I?AS+l=@IBQ_>V7~?Fb+!DrDhjBQe`thiL%+L6p7F3%b86iAS
ziR2_30oQB*5yJPK`uQp8=Q<@_hK|;#nBomtZ`fHhGT9bRKaJwtWW?7S-)m%yi7eL}
z#(Tr>2{Yk@(}Lj+U(@^mEuz@g>gVlLib**kOQqUc>lAZd&*#B!b_9|%KR;5F=IN-b
z`be0JIj`gyr?aS8s`<2~D!YfRyOIw`pNty?PDl%x(YCR+$u^VNHj7p506~{Ow*A;X
zAD>VBYwX$hFY_-MUW&aGe>rb)*776ycNgx=AHs*2L+qpnV*O7B4;Bs;Z4m83V9i!j
zP{=>s^urh*WW8=@&>K=Rf&6{u`-BJ7PsBbEw>WdQbiO}7*tVzb*37N>d+cA29clX=
z`%=)F;akG!F(!;7xI{yU=Z>PsinG|SIkIwCc`Ok2NBmgwtK`kWPUSH#>}+y6<1w4X
zAf{+$4C5c5Vkz5#5WH0X`xHfn0UT~`30^Go6DP(_a7Fqfc$%?p%`yfvtBi?LA}h|~
zc1=n7m12a)e11BGM^j^|$rP)mno~^b5v-zCtUkD@(K#Td1Qm`J!3*|$6psv7ON6gH
zdLEM^opS9Q1f`|++A}MHO%SeBAaYvVW^vnWmPY7_VLkT5$izj_CrGhAT}Dwg+sddu
z8Dub>iKvpp#6=v@AU0+AAcElRh)WxTxPjO~_JT+TZ*Z?muRGpI8%Bol1Pw5;Q&Xn#
zG&9XkTkf|_d8YhRfvMnqO`nNP7p#Om&Verz_-JXCQmhpJQ2v4V19{^JOxUV9(yCH5
zr<E$!gepT)KzGRXQ#-y;Et0A{P3Edq3Oj3d6;=@1B~YcAQjP0w%`rW*!mxK&HD4bW
ze$=U-OLUS;ILRfP)x7G2W6o-#NScXNR<e=n*x&?bHK&bS$41(aBs*yO>mhm<|FAx0
z4+3h`DVfjfTb@DzBK<nr8iS_dsg=Prn5k&;mMhk8S0j5q{^Q4P+ImCO<FiGh!Ovf{
zZpYh}ep4ts@ZR=;HizW2vPYJl{=_@`3!UjqvG3|H-g#eG@Z-J@fAq5Ix+|x;syoI%
z>l5uV%%y$)KbdaB6DWWe8y>_V%}H=rh?>wXR;qxpdR*A(qD2=aWUhv{l&fJ^cfq@$
zx*?Z^&x>BS0bGX>HW5m;c=}XnVZKhoo^Oo8yMUh*pYA_M*Pa#S09ZXKJJl#Cz|T?h
z#FzzJ!~phO=f)e|m|jjJph&K531A}?4vbWpVx&~i=+f0kCVHoo{<#_!K9?&LT%k;%
z;{a-lr$<KSq*K!TNW-UreAd88WFt4wW3BGNdl;q`y3cW+^0?=5@2v7Wg_{oHgMK_{
z9klJS?y>zzHkxFQoRV3uM^^kShLt;T7_*+{`rWe441-P93f#2!8P5xp$GXNH_zALr
z-7l{a;#n+(W<pE|VQerM<L)6Bo^)ZD0B6QE=Q{0r(PeUt2ETQ%AsQ^|Lu5zjWM(jH
z0je#Y(Jgso*BMO6C!*Y$9ub$$!9snK+B`7_<*7Q_O!{P;j##Cg&Q8$(?6Ym@=o&{V
zHrZR;nf+MDjRjxE@Wj%;tY7@j@S05es;k@fT+O^A>b-75@)|l3`}s5MBKt{{V4CYt
z<xNo?B420AEo!=M5vcP+YPc?8p3!|WR6lL#cT($vvjJ|-hAc`7=cwC|Gu{wA?Q+6o
zQSGuRl($<r@XUW0L{DBorRQ_tJ+8CxuQpsW^k}Eg=T`DjJ2-vF0?P{))gs&D2_HGD
zeo9N7Cl+)Y7`2M2ergf(Qx?lFP`!$i=aVXhJk_LI1(Hs%;z1K<!%GMX6!x6XRC1->
zpR6RRZ-mtxb+8~nNEtE057O}{6`TU8LQMgEm`NGRmX1i5x*@VbHTrqiAV{9k!EhoK
z<5ReY3-i6IB@yCh@jA^VphSX@BzPXXU=b{qC><_kM>80UcnnYDXRrZN7dfZmk2{@1
zt|=EYNmes1R-biA2Rj0E$tU+;%%{P$dG#4c^<d~U5F_0AGN%SEAc3Ih2#Wq7k{kgk
z6hu@}N9R!*$u$gd`naeD91^~bt3>P2=>YpKd$kz#MpE{rKNN1hW8J`bKG?AV_YBu^
z@7h$|#eQ<}7t?e!)RU8!41ahM-`CR`z=_2NCWqQLGu)*eOad%+1V$GKjH=8NjrbyF
z<ae6r%q$L)RFW9>-yTHZM6vMdtF;oL2&D@;wH8@02Y9o&DN2sBxT*5j?J_y2{O53*
z7+OR6w@M2toaa>T!e4haE<JxrqND0GvvZ5EQ{Jtx3JnigX#y(rHc!Q^xcxD6lMr>N
z&bX{9s=v!z6}p^NxuSIW`}vLLUSXZQPTA<cj{h8gpZOpC_Xnn%zJb2Zf5rSo<%|BW
z2foWcY(6d=mrp2<_#X|-HT^<<U3gu7!(W&-<0k53Hd>~6u0_wo89ndo)ALkH&tow?
zcQ|OSX-cpxHr;_>R<beU9qK<A?{*w&GI#N1p)6MePnqVT&-uA~g@f_|h3#-|kQtZk
z4!cl54I`)E2$NoLkCr$46;)Q0X0zZnn}vYiA2;))#B(O2!N3!i%;h9(6EgV~i#&@7
zdD<gjNr(&6!g1l}f>F5B8~`AeG*js?f0F+x>AiQFm7Dw!7(qp5a=)UpY_2<@Qy+rX
z3S=j&6=a?x;?gXB{J7MFC!6%QL0Un6Ty&MAfLIkNmxEZtfG_-u@=FSVdHI}w0rCl1
zpNdt7b-=C%{*I_TdZ>@_21h_aUysJ~u%LQvHG;f;cY@^RxCPwuUL;(K0B*^GtIDf{
zO(Ci7{ebn+MUB`VE*DkB&}bix7(EdF!-0<kQyI@Mp7rsTrZUcz-Lc@(qnV|X-gLy#
z%6>ADRAbFcCdSqovYSOqB4KcZ*T4A(*4SQ>%sj}(=g%0Ak=~MLPt|)%G8%T+nLH@@
z?8uyyc|$r8F^MJs^IEM`@>N&H;%O-Ll7xEpQt!wh6)EUirfLOVU&~3e0j255Z_DF6
zx+#GZmYdQzZPCx3&ljT6Vxg{=hHKSEYTyb=FQ&WW(6<_R&`HC91Zx#<iU^pFL`p60
zDPCtDE54j~IsNCvpVL-oaMV?y?Vb)q%F$vmv$s8@D3L%+DjI}jD49=IliPe>^L<VJ
zT9UUUI^rFvL9`hUa2xr)`1;g9dLVNzHz`dzK9aaMeQ##6c)#>XXq<RdI+-|`e!Tc}
z;_37+6TeKKE=G{iz?nP-pE<#$%xP1m;#(`NbqpCV=eEn2XAW8pN%zVJm4mT+6Za-3
zi@pQqdwd6ytj#=(Z;@_s7)YNWUo(*qFh_cY<a2~2H5Lu4D3cE(QLu-_h!PGHvHqTi
zz;ST){GFO6C*ms4@n$ZbNxL(dG=YXhs+l*tdEQL86U7r35^h0A#NzR0S#is<l1auC
zBCM1CCy?*(D1Mc6qA-5-p$HZouq7co;Y|n?lq4d+tB8S0jPj%j>7??b_?;+$c>GmO
zOl#z3<MFgbeN((fATrg1$L7#AnHY?k@o0h4kb(~@_%Y=f<pqNEJ{~WT?j1OxiU}-{
zk6s@wl6VwLD2Y6zhg&tFv?qzR<RrwO$FCkU-<c}$kC1N86Lv~aQ5sLC&%%5Jg!Yp|
z(}y{#P#wzPNtls9%BUGFGn1LioX&8W(ZVv<v;Y=m#lNt4h6p|5^}bE2{G@{Hme2SJ
zD+Q@BA(UVDi~<&`5tKwPFX(dCa%?W}mEs%dfL~ejcSi_<_&^k4jMI>Bpd%yb0&qoA
za$9R4n81J~7vPCd)wd#ZLw5G4ubP0&L$@CEEQj){V-Ay!IB1w49c?raNqrl~SRIep
z@FXF_^WQJaDQ`DEwju21Pe0*KRdIAjX6dJy|5*A{V(C|*&TfKF4B=oTzxbc{+XuRR
zb~ce<eNxQrS$qw@(XP5+R$|+AZ@$88Ts*-t8{2F&-WNjbZwZF!WM8ZEjMk(emy?D9
zBBv@5Jaeqzl9*0#aYTi%Lq{~F5)C~^SGr9BNa+FRIsqTD9kL&C97rB0KWll`_p8*e
z+RS1xDI_d$>x6KV<)v0G*i{sFwHt~xV@;|#I+L|@wcOmb(K09vI@X6bCO4-ym9?(z
z%J#%i*G=4h%YJFUW50L5?^E2gH0}7B{Ae<4H;R(z5c3f!;)vukLdI9>5~Qwe=3VVW
zT@7EvIJxiJI&mjF$jv2ODkjUaU_eE9hHx<ysuqh~)doT<m1;FQ(Hmg2IeiV!^u;9U
zn?A2MRW4Tqi`Cjj*bk0VlI2Rdt&(sa@|GOfQ6X%p*BZK084BZYDX}lMKgPrk#c)hX
z6pPii!fTmKs%?n8?K>;DVl;9Ih2!Ftgu7BnSiPxKbDP!O)@CJNUN&2OZK;G}=`1B>
zfwh*oiWtPf2>BAFB76oyz#R^t%0)u~7YgBUNU#zX^WlA7>@6l{vHc-c!3yA2t5ngH
z8RbRgtYUx)pvKChOgm~r9KQBwrI;f4;33q8+a6_}KvmSm3_KJ)bx;q*bq>5%M{?u!
zInP0|X;51jurE=5lSbvEf=xY?CXLBuuLtMCva@<;Nq$v2GXn4U41Lkg>PTsX)JSww
zy5m(+;&`ds-hIF>b>BHZ57|6F&ykELwbX}kga$ilxGq{qpAx`B@y{pBRUc>>NcndV
zAKU{%syXPW*|dOElcAPuK(4ub_L>oFnj8f2YKIa`tagIrnY0LJJ9}KLCR7m!{&Pn~
z7-;+=$yy<9kd5rH(HhWBBvnWbQs;o<Afh-h2}hlJ=FnM&fUPQ#7vLbtr#Y*VBvu_H
z<uwn4AqTAB)iWoZ?hkYyXEm3n+Rl5b>1KB|Lz08{g6}0cnYWtJ93*+Ft&qr-eQ<S>
zoGY9%|NHN+H6r+;9TW{U6d}}uv%$Y`u4Ru+!q=oOnl!Hi_?!Sfl8MGF-kwbxnv%G^
zCEl{_&NEv#RF{Sdic7oa6TOAP(l6qH<gU5z^k24`Af}*CZk3we@s6wgo)AGxa?`}u
zmS%5jVdHVP-RB#bpWp3}Q%pQ=bcb#^|K<%H;1RR5o;^n}Q|q$rlyIlHEQ@YU;Z%r7
z3{=nS2E^o`MF>%NoS{VqimkNRI@=H?atpav$x<tw8fl=cI;IGlb139?Ft@kjR^%k;
zA$B`lLv*{_5GuDVGd<6b%oDkg;s#wsKO=40y7Ms<IR9s)oIi{F1knpp-39DhW*8A@
z&wVPxxXMNE-uAnUcbgcq+34gI-fzyi{Yi7&8TTi1ow(gu3G_MNVSa~jo$_}7)q!{9
zZ{=?jZc}dYzb9~O{-AJB`7HXZ`7{1c=N?6;%l~1D5uPNM%V)C!rkuJ0?0vqq&fX_^
zRq^|qvx1v6$mepDvCn16Az8oKAn<vTD}>YFV|5lkMaR>VyG@m1)sR^B`TPoS3xPud
zenB`3#?mq2j{+;)Su+os_n2ApojeSL2<4s?VL-#Q%BY9-<Z&rq%QJbUt^5se8v~cI
zk%@sbBjaZl&y7HofW^A2*udhMTz%S*MkHQ-1?8?!R{b{#^#$UL#{o6u{uV1vd2!Q<
z!3-eDc3?d=pA~=0Qz%4VIOX8@rX0>D(z01u`cV6k%T{gfXpUCXLbxy9vvfj?Dw3~_
zz;G&*TDR1S|B^{N%@!MB*5#<Z_U60qzPC4@ZS#t2hNqc_BE^_hvg-3=us0Cs_26%4
zB`0r?4bz5c+qC@~hFJqQ?ZY<TO}3WyA+%E*@~{De&+ZbhG+ZveU^p#ub*M~Z*5_qK
z#%{E3GUE3d@sM%U$QYZgrd|=hN5p%?eIg?^GXknD5+q4i7v^HB644gDE=fI}FsQZS
zTC34`ObA;Hc2SJ81~<zZSPNqivDNOg!Bq@HMr>@hSxwR&5sS^35yVHCHOP((%o;7v
z;^H)Utm2RjH`_GZn2ojhOTL<K(8v0$MN0)Sm{GjGFX$xX(sSbj=U_T$m}}tN$Qg+&
zgpR<-dRR5?u|D>f$ZiMjoR{k}f7LUJ`q4y=2x%1W+s~iY%mmA`&16L#SZt&qYOode
zg0K3ok9(_zv>S@g9d}m^V@@be9d}j@vImO4JMJMxkrr3PR&8L!Va!G=I7-7h#yX-N
z9Hq02u~%5$e2y7i`uW?sT>(Sd#G=Lf@uk;o@<|q~Ed4glW|dfL|5D=3pU3j*wS=cS
z{|EeigM+an7KKhChD~V#LVhE@*3h?saK8U>sq{K34S+Lgv=TKq-gw>+!{6VC7_^qX
zmfd2!9(hp#y`Ox3WH-pZL?DuG;vJT>)^yzG&@9K1k40>WbWxGU{exlkSxpRd9VY1g
zd!jvJpR}`fs52Y7j<~T~DVApOdmf5z-KF=)frUkwm2GjP-Wh8Hguy2N6`)i1Ve>4H
zIc{4qJSg$MuEy(kZWhcoTi%&j-QThHhP#>F*Ju`t)spvSRu6Pu^3HpV*Jp}*SH*00
zadp0V-Fvp}{dO|hb;X*X-7c-lwQQK!cHOtp`SXppfLSz;kl{;+JTn9oWe{evY=+3*
zBfz&l!Cr%3Bk#(O2DOk`Ay~{Pnce8PO>?tB@^Xw_qA%i`1iyEjeMnLQ!GFS86h%M7
ztM$1(2Np*bE}*0Og9A=+RoX9jR@B4$)q|}4;o5}XVzpbGen)yuB-^$2`r%dVHKo;+
zWF;bsoVmNu8cdFFz4>hr)obn2Ji7%wjeMwtKBTSwT;OxXZ<J<BPnTXUnQph=<olrg
zZl6I`f+>UzVwBHX<>Of`Zb8SLn$^-$3w8|^uvmx`CJStVe&WM~CVkJ)C3+&BNe}CR
z=Mt6XmX#kD9_sZG@KJ%Ozs`_<!|A5+O~>K+E`GfFXEgqe`WvsQ2^O2+^?I}2109!K
ze*j;-V?YqBHm}b?K6QKV4R<fiXR9Nt$%o|m?p*VRi5=H{C!Q@_vnpn{@%)-x^ZJ{}
z$42zGYUP4=Fe7xCW?qDaEwNXy_p(nIb{T$RJZAb5m*-yNkC?MUnJjm#Tr6|8%k855
zY4JhnpyM9rmt1AKJnnkj{cF!Vz1MoL^_@`4M8JI^poT2}eTndDHagt&Wc+C2Tw2RK
zmut&!Egmf0((>!Jsq$0p`Htbv@veVawX}L@&2M|;wb%5{uY2<UC(Ccv{bv2!*1v}=
z-~Zc7-{4!zTgzL^TgzL^TgzL^TgzL^TgzL^{}&6Di->qjb2o%wB?7J=ffKF02{@GB
z7dW1j24xLdV(eSYZZ~D$_nk_E!GsyhSSv+?ijti~)>4wPi!7tat_(_cNm2GK#Qz<i
z?fcR9`Tc*t=lRa#xpVKiXS?T|d++Nx$7^7B?Z|CKe!*xCK{H>4bNJW+ap|1{4Bw7T
z+;ox3X#KKu<3_ejkryZ&ZdsFT(o=)KG8%dNSGpYYStSMH$0>&j{HHqS>4j&*HZj|`
zrTMRZJrS~S^{Vskqfk1}D3smXEyb;G%hRp)5vY%H;9rLuVl`AcWuWo#+nOSRM|_32
zf^+#li<(!(90&fC(Ppxba@8mCj9#KTE>X=cQ6t#iLFn<}a<XAVLHMBAk=DWj#$W4>
z5c{b9Tyz<Ym*y{b_Q4pso_u$fW7+LJQ|^p|w<@xKxE~q38Tn4OjQ3pFPJiJqhx*B{
zg2b55%w**Ti?<tr0<Dg<!JHYYSIr`r{N7r=Y1DRNIWQTad4B2GLqg86+pjOPdx<`-
zy3Z0K-&%Qh+u4xgMc$RudTx4c31tx?NqL33gL>~><L9nv4t8x9xop$K$9ytl*ZY;n
zhuBtb<H2j1nU5U!^f|=qw&ofZ%zf2+NA!cqAWBWBrCArPw^kIUxu#eho7FIy@F6zq
zHXU)tD85*Heb8X3^RxZ+yxMyrywxrEhasU5NoC#O^2fLM@;pUxCl%))-bZl+XAO7A
z$9b_&N6SRlF9-)87>xIG9ns&NW(%IbO44le;JtbIy7<nhh(hw(vG8;J_Z64k^1s+J
zsm%#|2-&&xRqw6I&cyf%@4Vgib5c-)=@)Is&8r94H^A>0uy_|gqAwQXMePxsE;7JT
zU?`Z{QBi?d276;6+5|jN6YJ;fi}NNDeD{XN7%wbDQ^&-@USC=R<B4<f#mT4>JYDuC
z)zt|>4l*z(3@iha1Iq*7a`KAjAljZ7H$O0v0ix#TjKveFKn92g##<MQb94W5NEJh!
z0|*%)dPIP;vl`yb6AOkiKrDz@FKaLiiei8m;r#q?csCoI3(*~nf&#cy9kp?uSU4Cd
z52$aBM*p=OQFW{v4sVY2Bl!C|W0k<J02WxnR8t%L7Y%i>j!1b)hCR|hR}L^EVu8ha
zVu)BxtTVv{%K$ON;@ybuFfbgdpeXm}2rLgr%AwJJnlR}8kNfnOE&D$1KJc6WzU9LF
zQH<L)9_k_{BKY0qt+qOdCH@^Z`0m|9@eCra7>*m|47Y`<`Z>HGJ6MX*x|>>BQlxUq
zp801}oH&q&0}JDSo}NZ0oRIi2IxtZAV=KA(=kUB@cW{?)cko==B@Ofe+5@V@a8RkM
z^~;hon^nCF#Ph@N2RYkJ>W*A1Ds&jZzqmSaFDf$dz~={$i*~gu6_Y>LX(gCw3Yxee
zcI7v=btts%11LF4f4%&-)}#X*x7|CuG_Qv~2!LN(l=u=QFYD#VJyXoyureP1<)wXF
zY_o6QPJX$xLkGC_2387bpWG+w<&85>fW}THTp4~p)IYLDYzJM_WrPrLUhc5dtE=Zy
z19Qy}Bs$P+7KhEB=9=_jBsSrL4rP+K#yB=&a9MP+5#nPe-hAi?0yk7N+GX+7$<Pv$
zUD2idEUxvigE=(eqlaQwM|o8u{oGGDRnz&sgKw=TU$A{XZ|Ja#`t|A;M6&Ec{LDQP
zt-EULX80&5SVf>?Di}j+Vt_K1s$84@IvOzOZJ))VbV2lKc;9onezKA+b4mmDIgK0{
z;v?Jdyy;tYP_8lQId?^al{e}v?Eu-|TXmZOe~oustcrVj(fR|!Cv~h!JxA<pzWI4y
z<)Opt<X>-<$BZ{nL&w%H?4a-e+8S3Yi;Gxd&cZ4WMfTV9w7shGI>I0NHSEB5(zz<v
zM1i-fWONXSUwf{x@AC0Avh#w%vq|*XkB>xnE02EOtrO395czB2s0w3uBVjB!CWdxF
zh>w&qHYH%S)R7f2&D2O34?N*fO!in%s->xqsvL)I)7)vebi!X?*XU>Z*G10FTHd8i
z;gDC%Ej^{os;#k?N8<EPC)x*b%<_lj8Xk6p($qzOA8yQ?gB11Ley_CDH(BWS2-$sE
zHQ+*KanJB|kL3ehi?mglDlNV85!RDxD?b{!`BLjky9W)j`?7zIM58au2DLW!oK@kn
zryuE>yzbAei=}xyVsX7F^mHyUqWD-^Mqp&e_|}3O&eeUbU}fv$B)`tPsBSo6a;5qT
z^X&WY%P)t}WlWGujLR+Ffg2~>?kx-BMA6~QbiD$kwyiOU_rbcmUE<^HLni3!-LPFz
zdt;|LLXn$&9eL7YL;CV{>5Y^3dE%A*wOb{>wxH;mQyVnD?xI&;S;fb+rX5^Ia#$da
z^}<vUP+>&&)C${=3palf^oeeg76!>s&MqPE`WRQ3=ZWa1D~K@B5|QK%^T@<EOv$#-
zU$;df912e9KjBukm8VzDiQ0HrYFKfwo9T;-tYNH^q9>BKsX1GecG)gfAQqd(wmkfX
z@rzA&x^m0(s-;!evs9Fy_Rp0PT)wD9bTk9w(xa+nF_U`=nC+?;&b~S|_qm08zgLX+
zC+4MsN?QvCE>fiO)n(Za(+NjEeS_kxf7J{rbuiF}2aVWAM-B=`^3)$Tdh=*&Lk1O}
zK1DQ<50O=B>NU!oQ!{ZbF(lpO7M9Vnj^4eH-S@uzi)9e()#IL-(v7V=Vs&Ej$NU(6
zL~E;Ullk#pTld9M;LUpVLBY;8W=4V)1G#<2Z5erx+``#9xo`3~Eq0I|2FwQO9eJd?
z*2p@Y14)^Ivs_+U<*Pe(93wg8s?RPDT&^E{EK{G;P@Fhef?R|(O(kc>ZM}T<71c=Q
ziF!6-@2K28%jNOHJjIsMR}Q2@H+qXAc2@dyoEPGGw}p!$v_hjec%{=-KhP|<dx;h1
z&oVYNI&7iQ!{)pt5}pqs*TjE{G8wZcGw0E?L<+y2H8B3-TwObGj1e|D|8&88<RIhZ
z!Lb0v%c0qkDc^Y|ZmulEcZJ0_&Y=2T>MXTT*$<{}!*;qNl4If&w%*4cyZU@+g6jv0
zah6BXgZJgrhzKOX>U@0-3;Wz)PdVqR%gdhn3OY#6O%siXf%%e(4dJIhKVPF`biDph
zzt~dLvQxlpEb87%Q<?h0g1fQp<`gRnUE0rHcG9(%z{){+;w@~I2wvZYmX`5YsRpeV
zT>incTt5>oPRzj2Tz0iSt)Z37kGkDf<u*2??2L9+gg=}sq2yXJ7XLUpPvaIkrJvq5
z!7-sJ;3$K%y|w7l`QXN3v9q$0?Ka4(Id9r0E;JmwL?66B!Tq?PUB;2PAQWdKBXQGU
zO|*Af;Hac5QmneOnCE>m{juxLIiWjqJ#W*QC5Fu@rV1|C9-*X|k3lJeA6q0BszLrS
zD9g)=26VSHc}J?<*`IT_zP5oiPej>q7MC~9lsX-)b_@PlzF3{yU-|UCy)~>wx+p+G
z|A}$C*-zWHpMu=cN8su-%@<w><1g6dZ(B;9PL)y2ts-W9c%NUAY!$HBT$D}M7#_%S
zzKnd{{?gA6&-rRm(LRBtoCEeUVg^1oUWDg<7@OEn!+qwKy$YF?7@4B^66+B0W<BSO
zALn>0?*($uVV^#gI_)enr}|UXy5dDnOQ)Q5*Wz5`v~_#46yeMTbv2{9VmF24;Po-~
zI)@U5p|;y9&g0x8?>##TM0TrGHx@=EliEbCCl=3Q!5=MY<>>rh9sFoWD@Wr6FR2#g
z-5nEpgPb@%8Q|dZc)Hy$uJ}b^a|=QC208z=z!$gv)-kT9371l{dVZq%BQMwY-|PMn
zJd~*uaJW($23@$sEFLwlcMfGe^az?&%hDooTx%pRU;f0?B{6}R*=14Zf=-Rj#mzpZ
zp{=P3+*kReLb^_iUm5=8m-)sPmtN{S;4+w-0<zSIlB<O;4*M4zUXe(iS@3?X?_VWX
zb<O;jamR-8mCy&*180EWPscr%G;aE<$SRjhRxaN;TlWm=kxV2^6lJ~e8Z({zkoDdm
zS)s$p4Si1}pGoJu+nb!1Jd9lxM`xs96da`QbzDA8rDobIwRkaEOVD<SX1aCpVqwMy
z@XkV6e=9+++UVQzyRrPC$h)*_UP~T6nrng<+)u8RUf0UMd}^bVCaUe+gU_9oD`d}E
z{UN)Jto-Ce+wTLP^gVo*A8p!~*|soQS}&@q^Imj5ZI`s&=C3fHQ}jeWsM6nR>8?q$
zuJo?&SQx#}CFt|U0sn`Mrw8I-=Kc?@AZax(EjLSTvVNL>J91O|vVV&_@$xB`EtE$c
zVr}3_tY3Ritfxxl+lz~mjyJnE^=nxT$H?nWJ#R`St4<A#ULzbhkYkyBUTL|E?Sanh
zkx%VT%NjUV^2cOT`^ay~>bS!X1sL*^o&#^i%QSrW#f#xhHj=i++fhR1nwr9K{b={o
zeERJTvTamE9nyORejm=dc3UtbeDUoYOGTvG$+~4Z4c?2aWw}KMEQ&V7I=ai<abybI
z+o|=qZFtmS*IX|c(#bA8(c_F<*1E6CK&~52ze6~h@m)WO-zeUZw&bLTj|pRl?cHM^
zm>^y$Pird<_tuVvbjWB`kPo|i@IUoid#|;d?=dcHFIN6W$C-xt%e_3<!j3e|N_uKA
z51o?T$HAkvd{?@l>Fkl@3Im(gR~hT}C2)kF%#@LTQKwgD^q|b)&LWx4qVgX`o$dFN
zB@L2oUFBu)o`lj4yt{|{xe?R(Q%js2N!`B3DY7{G4}*zuqqTWEQEBQp1B>+h?8mQO
zWOE2qIq-7ImzT?z$x$2z9Xw`vllv>qU%-74)hLPXLaP|`!Wre97f*RyY}riuQU2qY
zSMnfsRn{}hZYJwlwX@wN4-1X-<p*q9T4P!qnAy?>A8kYI8FWSEp<k{BFiIGX|JdoL
zT_)dF1$bw(e=&tmExi30S~`%+c`2fvj*UG&B%+x1Cev%1u-9=nAoPwb=tm{p66=!V
z>|{MMJ=yVXY3u@w`?L_BIG^xk-HmGtZsaXeZkQ%&!X)uh>_W>K^%E1iU_s8ss59Y=
zKB)_`<0r|VJ}+@jg_;B<EYOYnlRZc_^u;WpIvX<MEaO<R0rJLm5*Pgu5X7{yJ7Jmt
z>SoOpRnhoh5_E6j__!V!O=hQjnIyHmtx8#t7-uE(t3$>yWDU|V=^QD8bRb)t<w3*(
zd%&TIQdVX*e(;dVSFs_k8v+qkDc;O|HR;}5;{zmR`al-^qnS$93ib-t3O2mxkh;;R
zVb#qiqq<dL3)19O(rm#<ImrWL!~RUjQ_xfFtez1eXU2v_R-DKhs`o*cLykpO_^kfM
z;c+%{H?5E2jcED|(kjWHR8EQpd4LM(3qjKK(x7(wlcWH3-s~iA!R&}0z7ujhFJhi2
zJ|}t8jJuJ<)P*rH3~P3nsY!wGDG>_WMGzxsnZAz{OsXa+9&!W+93>klJn-gk)F=?L
zWOHSg0+oUg^a#)t=^F`7Myg9@lb}hah7v-@*%&}SNs@=;1!JLU(3{XWXc#mTD$9ak
zf+a&E?;4yidMoI{UINMmr5)mG)O!n#5m5jMgT9fF>Qary&kyH_gCp6WhPm^%N``%1
zyx{`32kDVC)ej10vgn-9z9IUWC5PUOq&p)R9s&|~KGA3hWsNyRt7g)}T6XA|nvvHN
zkUm@r<QpCXW;=9H_}U>(krj4h);i(K1{;wJHsk?PaUT9-%6pC%khdF(;|TI2k_kwh
zUL15)aD^2uc3D%wSV4Q^?gGu~`t+GZjz#piJD5Q@`q#~c^Wcl8CSpm#VFd?Y3mi0y
zxY0xkq@O>ObBl#=B<B_@ft4CW_d>5PD52JPP-{}-9OU_e7o+B{G)O7*5LPC(^CEm%
zArRBvZuU@(>sRkAoLXHs1WO6Lcp#->bW&9-H#DB-lTJ|hg2FhAe4d<3(kb|+N+Ci}
zzo4jJEEstVmw#CT3wXt}GL+0jzD`-8C2i3UleR$XbV5E&*!4p~kHB+cLmW3w>1->p
zDAM}4fqlg$?wtAT`T9qguKa|Y??+?VPj9i()kFH&%DdB@i8VJ>2qHsgI6}3m&@76K
zJ}0f}lf93PU*vgj^|?AiMV|fHQB7;GT--DVsh$2@7zi?v5(W}*at1r`J86J(czo=@
zPCOIu&%8eS8dC6`ZE0Jv`t0|SFcsV>eI<;9o>ESF+{*D8Jqnt_KDZozuz){NpqzFU
zJVQhIRe+~lDY#^|o;9aE9I=U-F{Yd>_+(a@U6EUnU2%~o0k1xM<0Z|iG-b75)^s4}
zncBJAFB!_UhEvP9{Y5Xb&oEd*90Wkqfuk?aoQTZ}P<LqP5PtkeWE<LQ+v?k@S6y2`
zkTuDqYd4)$FnpL(n4^Lz(0g|^-io;#j!`+K!wRRz96~f|LfMWUx^iG3E9D!=K0Go@
ztN_$@EwlJ3S(WQ2m!-grGexIhvcS12<m#D|+OMKRj;zYf$WZ2eI7T#Ig@y2~p125^
zF{20<IQV=ayjw_{%S$_d61og>)JiCge;)q)evg_2_;as{p<oq#FsYTKM{JEFfz%Z+
z$NU}iq?OY{ioqR19U>jzMD~a5ZJ=IIK8cNNsSeA&VXCVuDAIdCh9sgcBpAkGazps2
z@M|`wuRK8b&!xvbG9AsX)4FnfQ(AUnprF{)F{kd#l{=e9ZRRW};swm6SG8ZoD&5*-
zpHZa<_#9@=Ij?#0%&Ti5{HweazXCV2?yR-kOzqVi{${HypmN@F#&UN5(lW9K?hZr<
zdAP$^6F3e!TZGhUvolR~Y;_AnDJ+~UU)Z0}FN6H({XppO6mRsnN_dp1mN)BtWD7Sb
z?$8m;A;FBh+Pb2^|Kzey96uzjW_*`bGyKd2VolgqfD21s>?Vubia*7pz{adND>Q0T
zW`<=3OEFMrx@4Mit0K?wMpvFeD&pI;Xhvpqjk4;jL4QcUfAOmOfU&JZg*D~bZH=dP
zpI)u~D8Ci0Z+)qsSiJVuTIVSzvQXbT$U2~S!QBQrycEx5V%75QPPg*w8+V@E*}SuM
z$3ywN*7c>XJLgVrDZd^WLkHTne4u}maneDF1Uki)b)CCfv0B4J0uRBhmibqPxD+WC
zkx98l-%X|2PZf0xD-~LuDb6Tr>b+GR_#Ac77FK3&k8pUyXmC$eX1FsGD{7z$fnd4D
z^0$vd9=BG1=>72OL+M+)dED1$>l8(<kc%0p%)?z5ySL{qcB@SDbq~!c@;~UERTTKu
z?PndVGHjKp?-t<}5E$Y1&@a-BZm>NAoB3@Rn~CdUGr<MkbhD;UpE<R5{ARV@-Pd5&
ztM+Wl>?UGuWhi<XdUXSG94Ud`$zZ!R2y=xG!Q^n-a~b;XhIp9q3%wWV&XsTGZY1&M
zlL|cOXOFVmcVxH<_I{TWfD6Fd8)}D7osj3P<PJRXCaw8!GkbHE8SpNzfD@U}T2JqR
z8;E0!M?2}>xsP$a`z)uR!@;|%7m{-R{@3@@-`r;2bcTHCS1!FZygB~(P4LUKmxq;n
z((hFJudPh5-^<eW_IN%<QYzpKzep!k3Z?5Hu~;dz*Vww4zo<%C95rYUdm*E0mBgfD
zR}5FE=_t-b4Rp(GdL?atf0jCF<GFI(t?Mj-+1X|@B-PY(Dt2sFS8NJ0Tt?5f)V@uh
zG;*!#$|d!>;*QbQUVLRD(-JZ(x*Jwslv`9Z{O(Hw`^8XR`$6Reor6t?lH81xvPznl
z3OikoZd3YSWYNw#xrRFM63Uwz{m#}#?G7<-*)WftUSlu4fL?H5*!=Xma*B>cjeatV
z&-F~-`JPe-L7wJP+8PE%EAF-ynDn)XlLt6P!Yf}kVZ+g~vfWDdJ`uJU*-ne|f|hC{
zkDKPv(T}cUCeI#8n;otj*fM;SiHh}GeKjaAm5`Ru8837+-2Abrt;K!vSIbNIfPj7%
z4DrtJJtr0s2jjWaR;K{#9I*CLTQNqJ?$?#|>5`loJhD&qGffrsyZ9=;=6NUS8|qU&
zmB=)g_<G<6q1A@@EK^e0i}<>}QYZU1gL|oz4HD(VF}NUq@Qh^jc)H0{B%wQnBece5
z!~1^VlJ^^_SJrn6ttuaiYBLFNoPKObptK+JdDk?NBvq=0$jMuy+-~xG$759HWm|i@
z603}&2^2ZEz`Ll>b&eru1E^$KyOv{972p<Q$J)=k?VZy9_F>d`%1_xq^@uK7Sa5Jt
z+ZLZ)NBJ(L(JakJb+^aE@?oq=GU}rWl=aK!uy49wmi^8?gFV?=pJ6ZkvG!f_%I^8w
zYQia#dP6yK7eAMLVt?=KKe~o9<cT<FQsRBiGemvjhHa5tz@f1a<752nDba*8a#eOp
zw@+u?>H5a;WiFgzd16%hc(su$?A{g5&YVmBir;JalAG!`C`zj7nF*8k;RgjKhkSI*
zQ>)~#7PrQX(~`^+gm^6C%@1Xq64grX;Z>QC`?|2n=4AL(Wt?}qOfTpS9_1=_(toxM
z%Q6}N3`pXPH&od{>tDVMQS*Pm-Fs(-aq9`h<yqaY$+HjZp86<Y@RRjH$SSc45Pxj|
z@Ivlv@R!**Rizfm%L3#CtjY!9q#-tL)})LiW$m;4<0s<c@cgCUY9C8?b>A<$IB;vZ
z^RWeddFG*8dYNmHI=iDveXx43KT5d%NgDAy{yU}i9oj9vG0*beQ48_UpY&4_JKUvt
zGnIu1nwppOYcZ*+O1PkK6ij8<?_+HxInqr$)_?lT!d0{LT-%XF$(3hBKEHeN^7f|g
z!#;RX<hL*!wnv)sJ;1~8&C)lO!BocLV9STZ@;)EsBOUL{nKaLT<&SYG^ruggb8rpE
zUz6k!j#W~zLx~lsXQOb?3jOdF7kEsOw{8R@?zqVrQcswJu}~(8g_mL5_A<n~@OJN0
zn2Ouf{84<c;+lZ{5$#VpLzx0+oyY39OZ?wz6tZ*2Ni6)*7E7;s8Q95ib?bv(p}_gl
z_oH$ZyOu82*pUxUhN=q8tP)zRrkI>t?AP)4lk1-a2G2V4J~Xl$xa1SM?CG}I@#XQ`
zm=*3$h2D3Ku@TZ(RVe?nY>&$yJo`;_k9g4Sp7bq4JCCh(HE`u+^v56ibxo~%G&RRS
zdr@Ad5{?Yv+gAG)UuuH=(LG@%elDmv7Duu+(JqWyRAPCU?H`la#mZ3F*D;y!l$<mO
zE%Y$F{IMiHk&!ICk+Wl%4!v0AWm!8XSx06aH&GVXv~}v#kFXYWRDI8Zr$~KA*mSve
z*EEadX?bKevD|Hk9m?$0d?Xs<vucx)EY+uv{p=lcQ)-C7)EcG1l-OW)uUHi-Q#Fst
zHD&5e6)v{<I+7n9J8(Nxv+BgP(WkYf(?7qZno({GRLw1J1k@rB7WnyNnM04UQ)^)d
zmFrY%`o`<jC6Nq2rOO@a#<qIK<WUbCkFMGjp1gv2-wc;39b~QKJ#yjr)hGN5vrIK7
zKpJ-L8m5|&<oKwZ_`1(@LKfV&3>SM|uWj9%K3m~k(s_Z{VO#2)|4L;PXW4q#4BPYd
zdv$&qhs+yJPSmpt&2J-YHndmPqw=R}Cj9*1!p>(c&UFd79bJahUa~R^`C0Pp)3kBD
z$Cj1B@I{T(k>mUVaf$pz@6w6vT!j1h8?imp{f-~w&!Lr!**QI`F8C#(u)d-Xet6Jm
z)~oQ`f3941^=scZ!;EIj$1xEv3~{}0l6>6YtnV*H6b6blyLY~7Y^r(Z&eT#|QjRb8
z4|w_Rb(t^w)p?@y6Zc!*)+I~E<Go>%V>_NZC#$jsY5HR3mFH4dkjZy`9sPD|eL-Vz
za`~Lm4@;ZgXQ&OUwA+nOo*OKlZq`oV$0cV%wi$}lu1MKn8*G~?;!!#59SmyNo);3;
zFfml?+%2<L!1*+_y7+jz#xdkh&#m6UGT&v;B}4N>wQ>V7uCxNm<N7OFya_x<nO;|A
zu{a(;r*LeL79`MuB8~k$OoGhLzKCA2$y4apP0DF$ArZ979Jh3ra}O3DzZq6MB^n2u
z3ckx{zNTHWYm!}m&H((U4Ep;AT5448ZUvoax{QvCH0AnGX0{!*Drp=nBWaz~0bbhR
zYl_$4ja<3ESYY_rV)elzkO_B&QiyMOmJ{T@5*zp99v+ksV>C<x`-zRO;`741XGns*
zB~NbW#3N@hF{KIrw$!+w(VB2^Qagz^Z$3Qn6-#5lB7vr&y{P{+9`URapR&uh<UPvZ
zwd#f+X+y{n#^JMN6?U2Z<c-Al6%39JJI~$xVK|=`YqlptC7Z=Q<f5JuzicYn+0{k2
zwe@$kcV$$D45lu16zJO6&3#Ve{_?d0enHJ`;dxNK3S+&f^ZJD4=|lEsi=z(mB=DV;
z<!h@^NQ7NRe_tDd#T+rVOjMV&h-!HxD)Q)_R#8xb(kV6lcBFoWnXpBg(CrfTs-GCC
zwgV@QO@>EJRbCKyTmtF=@hZHL*cq@YK~{*ZxG^~F#_~PtI(d5SLd#AufB2*TpTpJf
zf_Kn?_m#U&PT$#0(|EX}cc<n^?8zmw-5--V0zoPpyQ-NRIOef>gPeMvSkNz{FOyl<
zw(iQMit+|l)OWs?kEv^<JeqKGTmMP(V6)z)fmCXrp1(ZUxNQW!ex+fT>HMa_X2OpR
z3Z1yuc1$og=XOo3W5{V&hcir11U^i2hl-E8EUXxV;7y9Zl=ZgRh|@&lUE&owi|%h%
zQ$E-{pKH;zW)j`?r0-T=QOxN5`)5~dyvDAtKJJ-nbk(Z~M;VNKRjBzZ?rnm>4o^%%
z=xF0-J=L9)v8SNM+XtP#af!r+65mDNH@UNMc{s3nM{d<;%6esLcRp<8=hc|(2+Z%f
zS-HPcvtWoNj_8S%IE#=6YW?Nq&qAS4B((uk8#QX<_jiN+ySE3!QHOYH<3?@vD6FYH
z47Ks4HhU-pYR{kA?2+x^Y5p4}fI8e`zel!*qWw2)Z^DH-bfPwU?47AS4{Gy|rry-y
zUbDw#Pwqd+?$p^omLSOh0aC<7umh5s<OM@)?d-vd2w5nQg@pkv-rv*n9FSBd_yaj)
zI2dAz@ug;ysR?a!AV-Yz1xWYO!(fOZ2Iwp7P5hH9M*U;oKT_XDSRw{^_QL?#XMZOm
zH5qPeWcXL+7luG0|IYlXoDTBFID24;U?*z6Syg<#rd}M3b5RwyK^Z}fyfv`yINcCm
ztVM{irE`dfv!aXmX*7e%X$+8a$I1j@yk&sIG>~!j0|O~=RUr*?Lv0}{LXc9Bm$w(7
z1~|ye6Yr-Kq$<8gq6GA*V2C()4~6KVDsF3J3MLW=o*p=0^|FexFc}!)6xh`lNY)1u
zd_BN0SvhflrLT*tk~xt7{(~VfQWbY661|lmkift|*+7IW!PgA}Q&d!hK;aNLTn509
z@e9TiF+nnTKVd-Lo+3Egzsc}^vU@toIupDgI9mwd3dmoA{wf^65%6HDV2l&NpQtMC
z?~ij)f;!1z<*`tdj0?)uNd^YPy2t>YhRUFj2o%)C6(x^=q5cx*{U2)nOCB%*2t)vO
z0D4NMz62M4XRNQPxQ?kISjU~<NBpC30jwwsl@o{jx%~f?R)BB*yA=S3{%Hmk07uD)
z;DU1v)&yz^&~PXWAp=FqKv9-3m=aP^2?3La!jzy;705nJ!1(~F22h&;lpy?Hkp2he
ze~=P<ErF0gTj4$Mgh0HSw>MBzfgu9!_(R?v(VsXf5UPj%!#4kGYhk>NjQ-E|^75hv
zG!;)tli=*{1#DkE&HtBh`Coh3#rbcAz5Ri*d+OeBafV<$u~gms04Ku$ja{6TTnWBj
z7$CAS|5z9TM5H)c1(+mK&uaAE&QtRw{?YNoQFoG(CkF4PDjp=`f_26CdlJO~Pwip5
z{NW8x9Qu#W9vvY1FJAw}S9>5}X9I47{C#eq8NmOe&;O3mKZhkybEGOBNIeRFuS5F#
zu7muwt0n&1rUveWy&wicnz~CQG?l1Z42p!JU@)ZO-tH2ILd5|zU>E)$G0^BgOQ3>$
zv91hIpjL@`9R2YD%b`#R6xbE~2Mng5fIxuvroi|=U{q-e`(RL*f;<$seyATR9tw<t
z|HVLF9=Lw~nxKBeU<f!2_HP)#KoJI9cK?Y7g()KB6!*gvV2J%ND$oBAzQ+WLM92ZR
z+`sq%_JZ!Gg(Ku(`xgUTvdI5JE5Bc7I1~=uPYY8(z=5mxUvdFm6!ybla0F`qdf_mj
z$Z8)g0s&mV`(SXm!f$p#$w6W8{dh<ue4oxhS(zMS9}EhI!R4X*Y2|^C+7E*QO8*X%
z`)zFsD4-zj-!=f&E5Dx>rT~NOiw&wpk^5~*twY-{0}h1!Z+OVxf)xq}<nCVwQW5@J
z3;}OQ`b}p5hWt%G6jb3ie<%Qs+qYf>0-?Cy21rGu;(i;T<lxk&v46!25CzbE`~bfx
zDC}Pc94aTbpC23sEMy-)Ae{Hd0bm!{?{<cx5Wm?O0ayIp&i{oLDUaH(GYkQ&?jK!<
zz8Ih;(HE$<1Vb!vAy_a<9t<%j5QtzvVd_(^9^RDzJkIVt#Oi5+9aOa8C^$-9QBz9;
zuBHLgQiCff$ZKe5$-&j2fH;^O`u`u}90Ty!>qo@+688=}7z_mi>L^7;wM?`b{y*-n
B-NOI?

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-reg.xml
new file mode 100644
index 00000000..24afb34d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-reg.xml
@@ -0,0 +1,394 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-031-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='330'/>
+         <instruction instr-id='330' subinstr-id='2'/>
+         <instruction instr-id='330' subinstr-id='4'/>
+         <instruction instr-id='330' subinstr-id='6'/>
+         <instruction instr-id='330' subinstr-id='8'/>
+         <instruction instr-id='330' subinstr-id='10'/>
+         <instruction instr-id='330' subinstr-id='12'/>
+         <instruction instr-id='330' subinstr-id='14'/>
+         <instruction instr-id='330' subinstr-id='16'/>
+         <instruction instr-id='330' subinstr-id='18'/>
+         <instruction instr-id='330' subinstr-id='20'/>
+         <instruction instr-id='334'/>
+         <instruction instr-id='334' subinstr-id='2'/>
+         <instruction instr-id='334' subinstr-id='4'/>
+         <instruction instr-id='334' subinstr-id='6'/>
+         <instruction instr-id='334' subinstr-id='8'/>
+         <instruction instr-id='334' subinstr-id='10'/>
+         <instruction instr-id='334' subinstr-id='12'/>
+         <instruction instr-id='334' subinstr-id='14'/>
+         <instruction instr-id='334' subinstr-id='16'/>
+         <instruction instr-id='334' subinstr-id='20'/>
+         <instruction instr-id='334' subinstr-id='22'/>
+         <instruction instr-id='334' subinstr-id='24'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='337' subinstr-id='4'/>
+         <instruction instr-id='337' subinstr-id='6'/>
+         <instruction instr-id='337' subinstr-id='8'/>
+         <instruction instr-id='337' subinstr-id='10'/>
+         <instruction instr-id='337' subinstr-id='12'/>
+         <instruction instr-id='337' subinstr-id='14'/>
+         <instruction instr-id='337' subinstr-id='16'/>
+         <instruction instr-id='356'/>
+         <instruction instr-id='356' subinstr-id='2'/>
+         <instruction instr-id='356' subinstr-id='4'/>
+         <instruction instr-id='356' subinstr-id='6'/>
+         <instruction instr-id='356' subinstr-id='8'/>
+         <instruction instr-id='356' subinstr-id='12'/>
+         <instruction instr-id='356' subinstr-id='14'/>
+         <instruction instr-id='356' subinstr-id='16'/>
+         <instruction instr-id='356' subinstr-id='18'/>
+         <instruction instr-id='356' subinstr-id='20'/>
+         <instruction instr-id='356' subinstr-id='22'/>
+         <instruction instr-id='356' subinstr-id='24'/>
+         <instruction instr-id='356' subinstr-id='26'/>
+         <instruction instr-id='356' subinstr-id='28'/>
+         <instruction instr-id='356' subinstr-id='30'/>
+         <instruction instr-id='359'/>
+         <instruction instr-id='359' subinstr-id='2'/>
+         <instruction instr-id='359' subinstr-id='4'/>
+         <instruction instr-id='359' subinstr-id='6'/>
+         <instruction instr-id='359' subinstr-id='8'/>
+         <instruction instr-id='359' subinstr-id='10'/>
+         <instruction instr-id='359' subinstr-id='12'/>
+         <instruction instr-id='359' subinstr-id='14'/>
+         <instruction instr-id='359' subinstr-id='16'/>
+         <instruction instr-id='359' subinstr-id='18'/>
+         <instruction instr-id='359' subinstr-id='20'/>
+         <instruction instr-id='359' subinstr-id='22'/>
+         <instruction instr-id='378'/>
+         <instruction instr-id='378' subinstr-id='2'/>
+         <instruction instr-id='378' subinstr-id='4'/>
+         <instruction instr-id='378' subinstr-id='6'/>
+         <instruction instr-id='378' subinstr-id='10'/>
+         <instruction instr-id='378' subinstr-id='12'/>
+         <instruction instr-id='378' subinstr-id='14'/>
+         <instruction instr-id='378' subinstr-id='16'/>
+         <instruction instr-id='378' subinstr-id='20'/>
+         <instruction instr-id='378' subinstr-id='22'/>
+         <instruction instr-id='378' subinstr-id='24'/>
+         <instruction instr-id='378' subinstr-id='26'/>
+         <instruction instr-id='378' subinstr-id='28'/>
+         <instruction instr-id='378' subinstr-id='30'/>
+         <instruction instr-id='378' subinstr-id='32'/>
+         <instruction instr-id='378' subinstr-id='34'/>
+         <instruction instr-id='378' subinstr-id='36'/>
+         <instruction instr-id='396'/>
+         <instruction instr-id='396' subinstr-id='2'/>
+         <instruction instr-id='396' subinstr-id='4'/>
+         <instruction instr-id='396' subinstr-id='6'/>
+         <instruction instr-id='396' subinstr-id='8'/>
+         <instruction instr-id='396' subinstr-id='10'/>
+         <instruction instr-id='399'/>
+         <instruction instr-id='399' subinstr-id='2'/>
+         <instruction instr-id='399' subinstr-id='4'/>
+         <instruction instr-id='399' subinstr-id='6'/>
+         <instruction instr-id='399' subinstr-id='8'/>
+         <instruction instr-id='399' subinstr-id='10'/>
+         <instruction instr-id='399' subinstr-id='12'/>
+         <instruction instr-id='399' subinstr-id='14'/>
+         <instruction instr-id='402'/>
+         <instruction instr-id='402' subinstr-id='2'/>
+         <instruction instr-id='402' subinstr-id='4'/>
+         <instruction instr-id='402' subinstr-id='6'/>
+         <instruction instr-id='402' subinstr-id='8'/>
+         <instruction instr-id='402' subinstr-id='10'/>
+         <instruction instr-id='402' subinstr-id='12'/>
+         <instruction instr-id='402' subinstr-id='14'/>
+         <instruction instr-id='405'/>
+         <instruction instr-id='405' subinstr-id='2'/>
+         <instruction instr-id='405' subinstr-id='4'/>
+         <instruction instr-id='405' subinstr-id='6'/>
+         <instruction instr-id='405' subinstr-id='8'/>
+         <instruction instr-id='405' subinstr-id='10'/>
+         <instruction instr-id='405' subinstr-id='12'/>
+         <instruction instr-id='405' subinstr-id='14'/>
+         <instruction instr-id='409'/>
+         <instruction instr-id='409' subinstr-id='2'/>
+         <instruction instr-id='409' subinstr-id='4'/>
+         <instruction instr-id='409' subinstr-id='6'/>
+         <instruction instr-id='409' subinstr-id='10'/>
+         <instruction instr-id='409' subinstr-id='12'/>
+         <instruction instr-id='409' subinstr-id='14'/>
+         <instruction instr-id='409' subinstr-id='16'/>
+         <instruction instr-id='412'/>
+         <instruction instr-id='412' subinstr-id='2'/>
+         <instruction instr-id='412' subinstr-id='4'/>
+         <instruction instr-id='412' subinstr-id='6'/>
+         <instruction instr-id='412' subinstr-id='8'/>
+         <instruction instr-id='412' subinstr-id='10'/>
+         <instruction instr-id='412' subinstr-id='12'/>
+         <instruction instr-id='412' subinstr-id='14'/>
+         <instruction instr-id='412' subinstr-id='16'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='415' subinstr-id='2'/>
+         <instruction instr-id='415' subinstr-id='4'/>
+         <instruction instr-id='415' subinstr-id='6'/>
+         <instruction instr-id='415' subinstr-id='8'/>
+         <instruction instr-id='415' subinstr-id='10'/>
+         <instruction instr-id='418'/>
+         <instruction instr-id='418' subinstr-id='2'/>
+         <instruction instr-id='418' subinstr-id='4'/>
+         <instruction instr-id='418' subinstr-id='6'/>
+         <instruction instr-id='418' subinstr-id='8'/>
+         <instruction instr-id='418' subinstr-id='10'/>
+         <instruction instr-id='418' subinstr-id='12'/>
+         <instruction instr-id='418' subinstr-id='14'/>
+         <instruction instr-id='418' subinstr-id='16'/>
+         <instruction instr-id='421'/>
+         <instruction instr-id='421' subinstr-id='2'/>
+         <instruction instr-id='421' subinstr-id='4'/>
+         <instruction instr-id='421' subinstr-id='6'/>
+         <instruction instr-id='421' subinstr-id='8'/>
+         <instruction instr-id='421' subinstr-id='10'/>
+         <instruction instr-id='421' subinstr-id='12'/>
+         <instruction instr-id='421' subinstr-id='14'/>
+         <instruction instr-id='424'/>
+         <instruction instr-id='424' subinstr-id='2'/>
+         <instruction instr-id='424' subinstr-id='4'/>
+         <instruction instr-id='424' subinstr-id='6'/>
+         <instruction instr-id='424' subinstr-id='8'/>
+         <instruction instr-id='424' subinstr-id='10'/>
+         <instruction instr-id='424' subinstr-id='12'/>
+         <instruction instr-id='424' subinstr-id='14'/>
+         <instruction instr-id='424' subinstr-id='16'/>
+         <instruction instr-id='427'/>
+         <instruction instr-id='427' subinstr-id='2'/>
+         <instruction instr-id='427' subinstr-id='4'/>
+         <instruction instr-id='427' subinstr-id='6'/>
+         <instruction instr-id='427' subinstr-id='10'/>
+         <instruction instr-id='427' subinstr-id='12'/>
+         <instruction instr-id='427' subinstr-id='14'/>
+         <instruction instr-id='427' subinstr-id='16'/>
+         <instruction instr-id='430'/>
+         <instruction instr-id='430' subinstr-id='2'/>
+         <instruction instr-id='430' subinstr-id='4'/>
+         <instruction instr-id='430' subinstr-id='6'/>
+         <instruction instr-id='430' subinstr-id='8'/>
+         <instruction instr-id='430' subinstr-id='10'/>
+         <instruction instr-id='430' subinstr-id='12'/>
+         <instruction instr-id='433'/>
+         <instruction instr-id='433' subinstr-id='2'/>
+         <instruction instr-id='433' subinstr-id='4'/>
+         <instruction instr-id='433' subinstr-id='6'/>
+         <instruction instr-id='433' subinstr-id='8'/>
+         <instruction instr-id='433' subinstr-id='10'/>
+         <instruction instr-id='436'/>
+         <instruction instr-id='436' subinstr-id='2'/>
+         <instruction instr-id='436' subinstr-id='4'/>
+         <instruction instr-id='436' subinstr-id='6'/>
+         <instruction instr-id='436' subinstr-id='8'/>
+         <instruction instr-id='436' subinstr-id='10'/>
+         <instruction instr-id='436' subinstr-id='12'/>
+         <instruction instr-id='436' subinstr-id='14'/>
+         <instruction instr-id='436' subinstr-id='16'/>
+         <instruction instr-id='436' subinstr-id='18'/>
+         <instruction instr-id='436' subinstr-id='20'/>
+         <instruction instr-id='436' subinstr-id='22'/>
+         <instruction instr-id='439'/>
+         <instruction instr-id='439' subinstr-id='2'/>
+         <instruction instr-id='439' subinstr-id='4'/>
+         <instruction instr-id='439' subinstr-id='6'/>
+         <instruction instr-id='439' subinstr-id='8'/>
+         <instruction instr-id='439' subinstr-id='10'/>
+         <instruction instr-id='439' subinstr-id='12'/>
+         <instruction instr-id='439' subinstr-id='14'/>
+         <instruction instr-id='442'/>
+         <instruction instr-id='442' subinstr-id='2'/>
+         <instruction instr-id='442' subinstr-id='4'/>
+         <instruction instr-id='442' subinstr-id='6'/>
+         <instruction instr-id='442' subinstr-id='8'/>
+         <instruction instr-id='442' subinstr-id='10'/>
+         <instruction instr-id='442' subinstr-id='12'/>
+         <instruction instr-id='442' subinstr-id='14'/>
+         <instruction instr-id='442' subinstr-id='16'/>
+         <instruction instr-id='442' subinstr-id='18'/>
+         <instruction instr-id='442' subinstr-id='20'/>
+         <instruction instr-id='442' subinstr-id='22'/>
+         <instruction instr-id='445'/>
+         <instruction instr-id='445' subinstr-id='2'/>
+         <instruction instr-id='445' subinstr-id='4'/>
+         <instruction instr-id='445' subinstr-id='6'/>
+         <instruction instr-id='445' subinstr-id='10'/>
+         <instruction instr-id='445' subinstr-id='12'/>
+         <instruction instr-id='445' subinstr-id='14'/>
+         <instruction instr-id='445' subinstr-id='16'/>
+         <instruction instr-id='448'/>
+         <instruction instr-id='448' subinstr-id='2'/>
+         <instruction instr-id='448' subinstr-id='4'/>
+         <instruction instr-id='448' subinstr-id='6'/>
+         <instruction instr-id='448' subinstr-id='8'/>
+         <instruction instr-id='448' subinstr-id='10'/>
+         <instruction instr-id='448' subinstr-id='12'/>
+         <instruction instr-id='448' subinstr-id='14'/>
+         <instruction instr-id='448' subinstr-id='16'/>
+         <instruction instr-id='448' subinstr-id='18'/>
+         <instruction instr-id='448' subinstr-id='20'/>
+         <instruction instr-id='448' subinstr-id='22'/>
+         <instruction instr-id='452'/>
+         <instruction instr-id='452' subinstr-id='2'/>
+         <instruction instr-id='452' subinstr-id='4'/>
+         <instruction instr-id='452' subinstr-id='6'/>
+         <instruction instr-id='452' subinstr-id='8'/>
+         <instruction instr-id='455'/>
+         <instruction instr-id='455' subinstr-id='2'/>
+         <instruction instr-id='455' subinstr-id='4'/>
+         <instruction instr-id='455' subinstr-id='6'/>
+         <instruction instr-id='455' subinstr-id='8'/>
+         <instruction instr-id='455' subinstr-id='10'/>
+         <instruction instr-id='474'/>
+         <instruction instr-id='474' subinstr-id='2'/>
+         <instruction instr-id='474' subinstr-id='4'/>
+         <instruction instr-id='474' subinstr-id='8'/>
+         <instruction instr-id='474' subinstr-id='10'/>
+         <instruction instr-id='474' subinstr-id='12'/>
+         <instruction instr-id='474' subinstr-id='14'/>
+         <instruction instr-id='474' subinstr-id='16'/>
+         <instruction instr-id='474' subinstr-id='20'/>
+         <instruction instr-id='474' subinstr-id='22'/>
+         <instruction instr-id='474' subinstr-id='24'/>
+         <instruction instr-id='474' subinstr-id='26'/>
+         <instruction instr-id='474' subinstr-id='30'/>
+         <instruction instr-id='474' subinstr-id='32'/>
+         <instruction instr-id='474' subinstr-id='34'/>
+         <instruction instr-id='474' subinstr-id='36'/>
+         <instruction instr-id='474' subinstr-id='38'/>
+         <instruction instr-id='474' subinstr-id='40'/>
+         <instruction instr-id='474' subinstr-id='42'/>
+         <instruction instr-id='474' subinstr-id='46'/>
+         <instruction instr-id='474' subinstr-id='48'/>
+         <instruction instr-id='474' subinstr-id='50'/>
+         <instruction instr-id='474' subinstr-id='52'/>
+         <instruction instr-id='474' subinstr-id='54'/>
+         <instruction instr-id='474' subinstr-id='56'/>
+         <instruction instr-id='474' subinstr-id='58'/>
+         <instruction instr-id='474' subinstr-id='60'/>
+         <instruction instr-id='474' subinstr-id='62'/>
+         <instruction instr-id='493'/>
+         <instruction instr-id='493' subinstr-id='2'/>
+         <instruction instr-id='493' subinstr-id='4'/>
+         <instruction instr-id='493' subinstr-id='6'/>
+         <instruction instr-id='493' subinstr-id='8'/>
+         <instruction instr-id='493' subinstr-id='10'/>
+         <instruction instr-id='493' subinstr-id='12'/>
+         <instruction instr-id='493' subinstr-id='14'/>
+         <instruction instr-id='493' subinstr-id='16'/>
+         <instruction instr-id='493' subinstr-id='20'/>
+         <instruction instr-id='493' subinstr-id='22'/>
+         <instruction instr-id='493' subinstr-id='26'/>
+         <instruction instr-id='493' subinstr-id='28'/>
+         <instruction instr-id='493' subinstr-id='30'/>
+         <instruction instr-id='493' subinstr-id='32'/>
+         <instruction instr-id='493' subinstr-id='34'/>
+         <instruction instr-id='493' subinstr-id='36'/>
+         <instruction instr-id='493' subinstr-id='38'/>
+         <instruction instr-id='493' subinstr-id='40'/>
+         <instruction instr-id='493' subinstr-id='42'/>
+         <instruction instr-id='493' subinstr-id='44'/>
+         <instruction instr-id='493' subinstr-id='46'/>
+         <instruction instr-id='495'/>
+         <instruction instr-id='495' subinstr-id='2'/>
+         <instruction instr-id='495' subinstr-id='4'/>
+         <instruction instr-id='495' subinstr-id='6'/>
+         <instruction instr-id='495' subinstr-id='8'/>
+         <instruction instr-id='495' subinstr-id='10'/>
+         <instruction instr-id='495' subinstr-id='12'/>
+         <instruction instr-id='495' subinstr-id='14'/>
+         <instruction instr-id='495' subinstr-id='16'/>
+         <instruction instr-id='495' subinstr-id='18'/>
+         <instruction instr-id='495' subinstr-id='22'/>
+         <instruction instr-id='495' subinstr-id='24'/>
+         <instruction instr-id='495' subinstr-id='28'/>
+         <instruction instr-id='495' subinstr-id='30'/>
+         <instruction instr-id='495' subinstr-id='32'/>
+         <instruction instr-id='495' subinstr-id='34'/>
+         <instruction instr-id='495' subinstr-id='36'/>
+         <instruction instr-id='495' subinstr-id='38'/>
+         <instruction instr-id='495' subinstr-id='40'/>
+         <instruction instr-id='495' subinstr-id='44'/>
+         <instruction instr-id='495' subinstr-id='46'/>
+         <instruction instr-id='495' subinstr-id='48'/>
+         <instruction instr-id='495' subinstr-id='50'/>
+         <instruction instr-id='495' subinstr-id='52'/>
+         <instruction instr-id='495' subinstr-id='54'/>
+         <instruction instr-id='495' subinstr-id='56'/>
+         <instruction instr-id='495' subinstr-id='58'/>
+         <instruction instr-id='495' subinstr-id='60'/>
+         <instruction instr-id='495' subinstr-id='62'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='514' subinstr-id='6'/>
+         <instruction instr-id='514' subinstr-id='8'/>
+         <instruction instr-id='514' subinstr-id='10'/>
+         <instruction instr-id='514' subinstr-id='12'/>
+         <instruction instr-id='514' subinstr-id='14'/>
+         <instruction instr-id='514' subinstr-id='18'/>
+         <instruction instr-id='514' subinstr-id='20'/>
+         <instruction instr-id='514' subinstr-id='22'/>
+         <instruction instr-id='514' subinstr-id='24'/>
+         <instruction instr-id='514' subinstr-id='26'/>
+         <instruction instr-id='514' subinstr-id='28'/>
+         <instruction instr-id='514' subinstr-id='30'/>
+         <instruction instr-id='514' subinstr-id='34'/>
+         <instruction instr-id='514' subinstr-id='36'/>
+         <instruction instr-id='514' subinstr-id='38'/>
+         <instruction instr-id='514' subinstr-id='40'/>
+         <instruction instr-id='514' subinstr-id='42'/>
+         <instruction instr-id='514' subinstr-id='44'/>
+         <instruction instr-id='514' subinstr-id='46'/>
+         <instruction instr-id='514' subinstr-id='48'/>
+         <instruction instr-id='514' subinstr-id='50'/>
+         <instruction instr-id='514' subinstr-id='52'/>
+         <instruction instr-id='514' subinstr-id='54'/>
+         <instruction instr-id='516'/>
+         <instruction instr-id='516' subinstr-id='2'/>
+         <instruction instr-id='516' subinstr-id='4'/>
+         <instruction instr-id='516' subinstr-id='6'/>
+         <instruction instr-id='516' subinstr-id='10'/>
+         <instruction instr-id='516' subinstr-id='12'/>
+         <instruction instr-id='516' subinstr-id='14'/>
+         <instruction instr-id='516' subinstr-id='16'/>
+         <instruction instr-id='516' subinstr-id='18'/>
+         <instruction instr-id='516' subinstr-id='22'/>
+         <instruction instr-id='516' subinstr-id='24'/>
+         <instruction instr-id='516' subinstr-id='26'/>
+         <instruction instr-id='516' subinstr-id='28'/>
+         <instruction instr-id='516' subinstr-id='30'/>
+         <instruction instr-id='516' subinstr-id='32'/>
+         <instruction instr-id='516' subinstr-id='34'/>
+         <instruction instr-id='516' subinstr-id='36'/>
+         <instruction instr-id='516' subinstr-id='38'/>
+         <instruction instr-id='516' subinstr-id='42'/>
+         <instruction instr-id='516' subinstr-id='46'/>
+         <instruction instr-id='516' subinstr-id='48'/>
+         <instruction instr-id='516' subinstr-id='50'/>
+         <instruction instr-id='516' subinstr-id='52'/>
+         <instruction instr-id='516' subinstr-id='54'/>
+         <instruction instr-id='516' subinstr-id='56'/>
+         <instruction instr-id='516' subinstr-id='58'/>
+         <instruction instr-id='516' subinstr-id='60'/>
+         <instruction instr-id='516' subinstr-id='62'/>
+         <instruction instr-id='520'/>
+         <instruction instr-id='520' subinstr-id='2'/>
+         <instruction instr-id='520' subinstr-id='6'/>
+         <instruction instr-id='520' subinstr-id='8'/>
+         <instruction instr-id='520' subinstr-id='10'/>
+         <instruction instr-id='520' subinstr-id='12'/>
+         <instruction instr-id='520' subinstr-id='14'/>
+         <instruction instr-id='520' subinstr-id='16'/>
+         <instruction instr-id='520' subinstr-id='18'/>
+         <instruction instr-id='520' subinstr-id='20'/>
+         <instruction instr-id='520' subinstr-id='22'/>
+         <instruction instr-id='520' subinstr-id='24'/>
+         <instruction instr-id='520' subinstr-id='26'/>
+         <bounding-box x1='93' y1='178' x2='516' y2='340'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-str.xml
new file mode 100644
index 00000000..056f4da6
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031b-str.xml
@@ -0,0 +1,583 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-031-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='285' y1='305' x2='339' y2='340'/>
+            <content>Accel/decel
+reduction and
+smoothing</content>
+            <instruction instr-id='330' subinstr-id='0'/>
+            <instruction instr-id='330' subinstr-id='2'/>
+            <instruction instr-id='330' subinstr-id='4'/>
+            <instruction instr-id='330' subinstr-id='6'/>
+            <instruction instr-id='330' subinstr-id='8'/>
+            <instruction instr-id='330' subinstr-id='10'/>
+            <instruction instr-id='330' subinstr-id='12'/>
+            <instruction instr-id='330' subinstr-id='14'/>
+            <instruction instr-id='330' subinstr-id='16'/>
+            <instruction instr-id='330' subinstr-id='18'/>
+            <instruction instr-id='330' subinstr-id='20'/>
+            <instruction instr-id='334' subinstr-id='0'/>
+            <instruction instr-id='334' subinstr-id='2'/>
+            <instruction instr-id='334' subinstr-id='4'/>
+            <instruction instr-id='334' subinstr-id='6'/>
+            <instruction instr-id='334' subinstr-id='8'/>
+            <instruction instr-id='334' subinstr-id='10'/>
+            <instruction instr-id='334' subinstr-id='12'/>
+            <instruction instr-id='334' subinstr-id='14'/>
+            <instruction instr-id='334' subinstr-id='16'/>
+            <instruction instr-id='334' subinstr-id='20'/>
+            <instruction instr-id='334' subinstr-id='22'/>
+            <instruction instr-id='334' subinstr-id='24'/>
+            <instruction instr-id='337' subinstr-id='0'/>
+            <instruction instr-id='337' subinstr-id='2'/>
+            <instruction instr-id='337' subinstr-id='4'/>
+            <instruction instr-id='337' subinstr-id='6'/>
+            <instruction instr-id='337' subinstr-id='8'/>
+            <instruction instr-id='337' subinstr-id='10'/>
+            <instruction instr-id='337' subinstr-id='12'/>
+            <instruction instr-id='337' subinstr-id='14'/>
+            <instruction instr-id='337' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='361' y1='312' x2='429' y2='334'/>
+            <content>Speed reduction/
+optimization</content>
+            <instruction instr-id='356' subinstr-id='0'/>
+            <instruction instr-id='356' subinstr-id='2'/>
+            <instruction instr-id='356' subinstr-id='4'/>
+            <instruction instr-id='356' subinstr-id='6'/>
+            <instruction instr-id='356' subinstr-id='8'/>
+            <instruction instr-id='356' subinstr-id='12'/>
+            <instruction instr-id='356' subinstr-id='14'/>
+            <instruction instr-id='356' subinstr-id='16'/>
+            <instruction instr-id='356' subinstr-id='18'/>
+            <instruction instr-id='356' subinstr-id='20'/>
+            <instruction instr-id='356' subinstr-id='22'/>
+            <instruction instr-id='356' subinstr-id='24'/>
+            <instruction instr-id='356' subinstr-id='26'/>
+            <instruction instr-id='356' subinstr-id='28'/>
+            <instruction instr-id='356' subinstr-id='30'/>
+            <instruction instr-id='359' subinstr-id='0'/>
+            <instruction instr-id='359' subinstr-id='2'/>
+            <instruction instr-id='359' subinstr-id='4'/>
+            <instruction instr-id='359' subinstr-id='6'/>
+            <instruction instr-id='359' subinstr-id='8'/>
+            <instruction instr-id='359' subinstr-id='10'/>
+            <instruction instr-id='359' subinstr-id='12'/>
+            <instruction instr-id='359' subinstr-id='14'/>
+            <instruction instr-id='359' subinstr-id='16'/>
+            <instruction instr-id='359' subinstr-id='18'/>
+            <instruction instr-id='359' subinstr-id='20'/>
+            <instruction instr-id='359' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='5' end-row='1' end-col='5'>
+            <bounding-box x1='440' y1='318' x2='516' y2='328'/>
+            <content>Idle time reduction</content>
+            <instruction instr-id='378' subinstr-id='0'/>
+            <instruction instr-id='378' subinstr-id='2'/>
+            <instruction instr-id='378' subinstr-id='4'/>
+            <instruction instr-id='378' subinstr-id='6'/>
+            <instruction instr-id='378' subinstr-id='10'/>
+            <instruction instr-id='378' subinstr-id='12'/>
+            <instruction instr-id='378' subinstr-id='14'/>
+            <instruction instr-id='378' subinstr-id='16'/>
+            <instruction instr-id='378' subinstr-id='20'/>
+            <instruction instr-id='378' subinstr-id='22'/>
+            <instruction instr-id='378' subinstr-id='24'/>
+            <instruction instr-id='378' subinstr-id='26'/>
+            <instruction instr-id='378' subinstr-id='28'/>
+            <instruction instr-id='378' subinstr-id='30'/>
+            <instruction instr-id='378' subinstr-id='32'/>
+            <instruction instr-id='378' subinstr-id='34'/>
+            <instruction instr-id='378' subinstr-id='36'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='98' y1='281' x2='219' y2='290'/>
+            <content>Per cycle fuel savings potential</content>
+            <instruction instr-id='474' subinstr-id='0'/>
+            <instruction instr-id='474' subinstr-id='2'/>
+            <instruction instr-id='474' subinstr-id='4'/>
+            <instruction instr-id='474' subinstr-id='8'/>
+            <instruction instr-id='474' subinstr-id='10'/>
+            <instruction instr-id='474' subinstr-id='12'/>
+            <instruction instr-id='474' subinstr-id='14'/>
+            <instruction instr-id='474' subinstr-id='16'/>
+            <instruction instr-id='474' subinstr-id='20'/>
+            <instruction instr-id='474' subinstr-id='22'/>
+            <instruction instr-id='474' subinstr-id='24'/>
+            <instruction instr-id='474' subinstr-id='26'/>
+            <instruction instr-id='474' subinstr-id='30'/>
+            <instruction instr-id='474' subinstr-id='32'/>
+            <instruction instr-id='474' subinstr-id='34'/>
+            <instruction instr-id='474' subinstr-id='36'/>
+            <instruction instr-id='474' subinstr-id='38'/>
+            <instruction instr-id='474' subinstr-id='40'/>
+            <instruction instr-id='474' subinstr-id='42'/>
+            <instruction instr-id='474' subinstr-id='46'/>
+            <instruction instr-id='474' subinstr-id='48'/>
+            <instruction instr-id='474' subinstr-id='50'/>
+            <instruction instr-id='474' subinstr-id='52'/>
+            <instruction instr-id='474' subinstr-id='54'/>
+            <instruction instr-id='474' subinstr-id='56'/>
+            <instruction instr-id='474' subinstr-id='58'/>
+            <instruction instr-id='474' subinstr-id='60'/>
+            <instruction instr-id='474' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='231' y1='293' x2='266' y2='302'/>
+            <content>Med-low</content>
+            <instruction instr-id='396' subinstr-id='0'/>
+            <instruction instr-id='396' subinstr-id='2'/>
+            <instruction instr-id='396' subinstr-id='4'/>
+            <instruction instr-id='396' subinstr-id='6'/>
+            <instruction instr-id='396' subinstr-id='8'/>
+            <instruction instr-id='396' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='306' y1='293' x2='317' y2='302'/>
+            <content>5%</content>
+            <instruction instr-id='399' subinstr-id='0'/>
+            <instruction instr-id='399' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='390' y1='293' x2='401' y2='302'/>
+            <content>8%</content>
+            <instruction instr-id='399' subinstr-id='4'/>
+            <instruction instr-id='399' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='470' y1='293' x2='488' y2='302'/>
+            <content>0.5%</content>
+            <instruction instr-id='399' subinstr-id='8'/>
+            <instruction instr-id='399' subinstr-id='10'/>
+            <instruction instr-id='399' subinstr-id='12'/>
+            <instruction instr-id='399' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='230' y1='280' x2='268' y2='289'/>
+            <content>Med-high</content>
+            <instruction instr-id='402' subinstr-id='0'/>
+            <instruction instr-id='402' subinstr-id='2'/>
+            <instruction instr-id='402' subinstr-id='4'/>
+            <instruction instr-id='402' subinstr-id='6'/>
+            <instruction instr-id='402' subinstr-id='8'/>
+            <instruction instr-id='402' subinstr-id='10'/>
+            <instruction instr-id='402' subinstr-id='12'/>
+            <instruction instr-id='402' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='304' y1='280' x2='320' y2='289'/>
+            <content>15%</content>
+            <instruction instr-id='405' subinstr-id='0'/>
+            <instruction instr-id='405' subinstr-id='2'/>
+            <instruction instr-id='405' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='388' y1='280' x2='403' y2='289'/>
+            <content>15%</content>
+            <instruction instr-id='405' subinstr-id='6'/>
+            <instruction instr-id='405' subinstr-id='8'/>
+            <instruction instr-id='405' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='473' y1='280' x2='484' y2='289'/>
+            <content>2%</content>
+            <instruction instr-id='405' subinstr-id='12'/>
+            <instruction instr-id='405' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='230' y1='267' x2='268' y2='277'/>
+            <content>Very high</content>
+            <instruction instr-id='409' subinstr-id='0'/>
+            <instruction instr-id='409' subinstr-id='2'/>
+            <instruction instr-id='409' subinstr-id='4'/>
+            <instruction instr-id='409' subinstr-id='6'/>
+            <instruction instr-id='409' subinstr-id='10'/>
+            <instruction instr-id='409' subinstr-id='12'/>
+            <instruction instr-id='409' subinstr-id='14'/>
+            <instruction instr-id='409' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='304' y1='267' x2='320' y2='277'/>
+            <content>30%</content>
+            <instruction instr-id='412' subinstr-id='0'/>
+            <instruction instr-id='412' subinstr-id='2'/>
+            <instruction instr-id='412' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='388' y1='267' x2='403' y2='277'/>
+            <content>35%</content>
+            <instruction instr-id='412' subinstr-id='6'/>
+            <instruction instr-id='412' subinstr-id='8'/>
+            <instruction instr-id='412' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='471' y1='267' x2='487' y2='277'/>
+            <content>10%</content>
+            <instruction instr-id='412' subinstr-id='12'/>
+            <instruction instr-id='412' subinstr-id='14'/>
+            <instruction instr-id='412' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='94' y1='236' x2='223' y2='258'/>
+            <content>Frequency of opportunity
+occurrence ingeneral population</content>
+            <instruction instr-id='493' subinstr-id='0'/>
+            <instruction instr-id='493' subinstr-id='2'/>
+            <instruction instr-id='493' subinstr-id='4'/>
+            <instruction instr-id='493' subinstr-id='6'/>
+            <instruction instr-id='493' subinstr-id='8'/>
+            <instruction instr-id='493' subinstr-id='10'/>
+            <instruction instr-id='493' subinstr-id='12'/>
+            <instruction instr-id='493' subinstr-id='14'/>
+            <instruction instr-id='493' subinstr-id='16'/>
+            <instruction instr-id='493' subinstr-id='20'/>
+            <instruction instr-id='493' subinstr-id='22'/>
+            <instruction instr-id='493' subinstr-id='26'/>
+            <instruction instr-id='493' subinstr-id='28'/>
+            <instruction instr-id='493' subinstr-id='30'/>
+            <instruction instr-id='493' subinstr-id='32'/>
+            <instruction instr-id='493' subinstr-id='34'/>
+            <instruction instr-id='493' subinstr-id='36'/>
+            <instruction instr-id='493' subinstr-id='38'/>
+            <instruction instr-id='493' subinstr-id='40'/>
+            <instruction instr-id='493' subinstr-id='42'/>
+            <instruction instr-id='493' subinstr-id='44'/>
+            <instruction instr-id='493' subinstr-id='46'/>
+            <instruction instr-id='495' subinstr-id='0'/>
+            <instruction instr-id='495' subinstr-id='2'/>
+            <instruction instr-id='495' subinstr-id='4'/>
+            <instruction instr-id='495' subinstr-id='6'/>
+            <instruction instr-id='495' subinstr-id='8'/>
+            <instruction instr-id='495' subinstr-id='10'/>
+            <instruction instr-id='495' subinstr-id='12'/>
+            <instruction instr-id='495' subinstr-id='14'/>
+            <instruction instr-id='495' subinstr-id='16'/>
+            <instruction instr-id='495' subinstr-id='18'/>
+            <instruction instr-id='495' subinstr-id='22'/>
+            <instruction instr-id='495' subinstr-id='24'/>
+            <instruction instr-id='495' subinstr-id='28'/>
+            <instruction instr-id='495' subinstr-id='30'/>
+            <instruction instr-id='495' subinstr-id='32'/>
+            <instruction instr-id='495' subinstr-id='34'/>
+            <instruction instr-id='495' subinstr-id='36'/>
+            <instruction instr-id='495' subinstr-id='38'/>
+            <instruction instr-id='495' subinstr-id='40'/>
+            <instruction instr-id='495' subinstr-id='44'/>
+            <instruction instr-id='495' subinstr-id='46'/>
+            <instruction instr-id='495' subinstr-id='48'/>
+            <instruction instr-id='495' subinstr-id='50'/>
+            <instruction instr-id='495' subinstr-id='52'/>
+            <instruction instr-id='495' subinstr-id='54'/>
+            <instruction instr-id='495' subinstr-id='56'/>
+            <instruction instr-id='495' subinstr-id='58'/>
+            <instruction instr-id='495' subinstr-id='60'/>
+            <instruction instr-id='495' subinstr-id='62'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='231' y1='255' x2='266' y2='264'/>
+            <content>Med-low</content>
+            <instruction instr-id='415' subinstr-id='0'/>
+            <instruction instr-id='415' subinstr-id='2'/>
+            <instruction instr-id='415' subinstr-id='4'/>
+            <instruction instr-id='415' subinstr-id='6'/>
+            <instruction instr-id='415' subinstr-id='8'/>
+            <instruction instr-id='415' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='304' y1='255' x2='320' y2='264'/>
+            <content>30%</content>
+            <instruction instr-id='418' subinstr-id='0'/>
+            <instruction instr-id='418' subinstr-id='2'/>
+            <instruction instr-id='418' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='388' y1='255' x2='403' y2='264'/>
+            <content>20%</content>
+            <instruction instr-id='418' subinstr-id='6'/>
+            <instruction instr-id='418' subinstr-id='8'/>
+            <instruction instr-id='418' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='471' y1='255' x2='487' y2='264'/>
+            <content>30%</content>
+            <instruction instr-id='418' subinstr-id='12'/>
+            <instruction instr-id='418' subinstr-id='14'/>
+            <instruction instr-id='418' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='230' y1='242' x2='268' y2='251'/>
+            <content>Med-high</content>
+            <instruction instr-id='421' subinstr-id='0'/>
+            <instruction instr-id='421' subinstr-id='2'/>
+            <instruction instr-id='421' subinstr-id='4'/>
+            <instruction instr-id='421' subinstr-id='6'/>
+            <instruction instr-id='421' subinstr-id='8'/>
+            <instruction instr-id='421' subinstr-id='10'/>
+            <instruction instr-id='421' subinstr-id='12'/>
+            <instruction instr-id='421' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='304' y1='242' x2='320' y2='251'/>
+            <content>15%</content>
+            <instruction instr-id='424' subinstr-id='0'/>
+            <instruction instr-id='424' subinstr-id='2'/>
+            <instruction instr-id='424' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='388' y1='242' x2='403' y2='251'/>
+            <content>15%</content>
+            <instruction instr-id='424' subinstr-id='6'/>
+            <instruction instr-id='424' subinstr-id='8'/>
+            <instruction instr-id='424' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='471' y1='242' x2='487' y2='251'/>
+            <content>15%</content>
+            <instruction instr-id='424' subinstr-id='12'/>
+            <instruction instr-id='424' subinstr-id='14'/>
+            <instruction instr-id='424' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='230' y1='229' x2='268' y2='239'/>
+            <content>Very high</content>
+            <instruction instr-id='427' subinstr-id='0'/>
+            <instruction instr-id='427' subinstr-id='2'/>
+            <instruction instr-id='427' subinstr-id='4'/>
+            <instruction instr-id='427' subinstr-id='6'/>
+            <instruction instr-id='427' subinstr-id='10'/>
+            <instruction instr-id='427' subinstr-id='12'/>
+            <instruction instr-id='427' subinstr-id='14'/>
+            <instruction instr-id='427' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='306' y1='229' x2='317' y2='239'/>
+            <content>8%</content>
+            <instruction instr-id='430' subinstr-id='0'/>
+            <instruction instr-id='430' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='388' y1='229' x2='403' y2='239'/>
+            <content>10%</content>
+            <instruction instr-id='430' subinstr-id='4'/>
+            <instruction instr-id='430' subinstr-id='6'/>
+            <instruction instr-id='430' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='473' y1='229' x2='484' y2='239'/>
+            <content>5%</content>
+            <instruction instr-id='430' subinstr-id='10'/>
+            <instruction instr-id='430' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='93' y1='185' x2='224' y2='220'/>
+            <content>Combined savings opportunity
+(per cycle magnitude *frequency
+of occurrence)</content>
+            <instruction instr-id='514' subinstr-id='0'/>
+            <instruction instr-id='514' subinstr-id='2'/>
+            <instruction instr-id='514' subinstr-id='4'/>
+            <instruction instr-id='514' subinstr-id='6'/>
+            <instruction instr-id='514' subinstr-id='8'/>
+            <instruction instr-id='514' subinstr-id='10'/>
+            <instruction instr-id='514' subinstr-id='12'/>
+            <instruction instr-id='514' subinstr-id='14'/>
+            <instruction instr-id='514' subinstr-id='18'/>
+            <instruction instr-id='514' subinstr-id='20'/>
+            <instruction instr-id='514' subinstr-id='22'/>
+            <instruction instr-id='514' subinstr-id='24'/>
+            <instruction instr-id='514' subinstr-id='26'/>
+            <instruction instr-id='514' subinstr-id='28'/>
+            <instruction instr-id='514' subinstr-id='30'/>
+            <instruction instr-id='514' subinstr-id='34'/>
+            <instruction instr-id='514' subinstr-id='36'/>
+            <instruction instr-id='514' subinstr-id='38'/>
+            <instruction instr-id='514' subinstr-id='40'/>
+            <instruction instr-id='514' subinstr-id='42'/>
+            <instruction instr-id='514' subinstr-id='44'/>
+            <instruction instr-id='514' subinstr-id='46'/>
+            <instruction instr-id='514' subinstr-id='48'/>
+            <instruction instr-id='514' subinstr-id='50'/>
+            <instruction instr-id='514' subinstr-id='52'/>
+            <instruction instr-id='514' subinstr-id='54'/>
+            <instruction instr-id='516' subinstr-id='0'/>
+            <instruction instr-id='516' subinstr-id='2'/>
+            <instruction instr-id='516' subinstr-id='4'/>
+            <instruction instr-id='516' subinstr-id='6'/>
+            <instruction instr-id='516' subinstr-id='10'/>
+            <instruction instr-id='516' subinstr-id='12'/>
+            <instruction instr-id='516' subinstr-id='14'/>
+            <instruction instr-id='516' subinstr-id='16'/>
+            <instruction instr-id='516' subinstr-id='18'/>
+            <instruction instr-id='516' subinstr-id='22'/>
+            <instruction instr-id='516' subinstr-id='24'/>
+            <instruction instr-id='516' subinstr-id='26'/>
+            <instruction instr-id='516' subinstr-id='28'/>
+            <instruction instr-id='516' subinstr-id='30'/>
+            <instruction instr-id='516' subinstr-id='32'/>
+            <instruction instr-id='516' subinstr-id='34'/>
+            <instruction instr-id='516' subinstr-id='36'/>
+            <instruction instr-id='516' subinstr-id='38'/>
+            <instruction instr-id='516' subinstr-id='42'/>
+            <instruction instr-id='516' subinstr-id='46'/>
+            <instruction instr-id='516' subinstr-id='48'/>
+            <instruction instr-id='516' subinstr-id='50'/>
+            <instruction instr-id='516' subinstr-id='52'/>
+            <instruction instr-id='516' subinstr-id='54'/>
+            <instruction instr-id='516' subinstr-id='56'/>
+            <instruction instr-id='516' subinstr-id='58'/>
+            <instruction instr-id='516' subinstr-id='60'/>
+            <instruction instr-id='516' subinstr-id='62'/>
+            <instruction instr-id='520' subinstr-id='0'/>
+            <instruction instr-id='520' subinstr-id='2'/>
+            <instruction instr-id='520' subinstr-id='6'/>
+            <instruction instr-id='520' subinstr-id='8'/>
+            <instruction instr-id='520' subinstr-id='10'/>
+            <instruction instr-id='520' subinstr-id='12'/>
+            <instruction instr-id='520' subinstr-id='14'/>
+            <instruction instr-id='520' subinstr-id='16'/>
+            <instruction instr-id='520' subinstr-id='18'/>
+            <instruction instr-id='520' subinstr-id='20'/>
+            <instruction instr-id='520' subinstr-id='22'/>
+            <instruction instr-id='520' subinstr-id='24'/>
+            <instruction instr-id='520' subinstr-id='26'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='231' y1='216' x2='266' y2='226'/>
+            <content>Med-low</content>
+            <instruction instr-id='433' subinstr-id='0'/>
+            <instruction instr-id='433' subinstr-id='2'/>
+            <instruction instr-id='433' subinstr-id='4'/>
+            <instruction instr-id='433' subinstr-id='6'/>
+            <instruction instr-id='433' subinstr-id='8'/>
+            <instruction instr-id='433' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='303' y1='216' x2='321' y2='226'/>
+            <content>1.5%</content>
+            <instruction instr-id='436' subinstr-id='0'/>
+            <instruction instr-id='436' subinstr-id='2'/>
+            <instruction instr-id='436' subinstr-id='4'/>
+            <instruction instr-id='436' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='386' y1='216' x2='405' y2='226'/>
+            <content>1.6%</content>
+            <instruction instr-id='436' subinstr-id='8'/>
+            <instruction instr-id='436' subinstr-id='10'/>
+            <instruction instr-id='436' subinstr-id='12'/>
+            <instruction instr-id='436' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='470' y1='216' x2='488' y2='226'/>
+            <content>0.2%</content>
+            <instruction instr-id='436' subinstr-id='16'/>
+            <instruction instr-id='436' subinstr-id='18'/>
+            <instruction instr-id='436' subinstr-id='20'/>
+            <instruction instr-id='436' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='230' y1='204' x2='268' y2='213'/>
+            <content>Med-high</content>
+            <instruction instr-id='439' subinstr-id='0'/>
+            <instruction instr-id='439' subinstr-id='2'/>
+            <instruction instr-id='439' subinstr-id='4'/>
+            <instruction instr-id='439' subinstr-id='6'/>
+            <instruction instr-id='439' subinstr-id='8'/>
+            <instruction instr-id='439' subinstr-id='10'/>
+            <instruction instr-id='439' subinstr-id='12'/>
+            <instruction instr-id='439' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='303' y1='204' x2='321' y2='213'/>
+            <content>2.3%</content>
+            <instruction instr-id='442' subinstr-id='0'/>
+            <instruction instr-id='442' subinstr-id='2'/>
+            <instruction instr-id='442' subinstr-id='4'/>
+            <instruction instr-id='442' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='386' y1='204' x2='405' y2='213'/>
+            <content>2.3%</content>
+            <instruction instr-id='442' subinstr-id='8'/>
+            <instruction instr-id='442' subinstr-id='10'/>
+            <instruction instr-id='442' subinstr-id='12'/>
+            <instruction instr-id='442' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='470' y1='204' x2='488' y2='213'/>
+            <content>0.3%</content>
+            <instruction instr-id='442' subinstr-id='16'/>
+            <instruction instr-id='442' subinstr-id='18'/>
+            <instruction instr-id='442' subinstr-id='20'/>
+            <instruction instr-id='442' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='230' y1='191' x2='268' y2='201'/>
+            <content>Very high</content>
+            <instruction instr-id='445' subinstr-id='0'/>
+            <instruction instr-id='445' subinstr-id='2'/>
+            <instruction instr-id='445' subinstr-id='4'/>
+            <instruction instr-id='445' subinstr-id='6'/>
+            <instruction instr-id='445' subinstr-id='10'/>
+            <instruction instr-id='445' subinstr-id='12'/>
+            <instruction instr-id='445' subinstr-id='14'/>
+            <instruction instr-id='445' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='303' y1='191' x2='321' y2='201'/>
+            <content>2.4%</content>
+            <instruction instr-id='448' subinstr-id='0'/>
+            <instruction instr-id='448' subinstr-id='2'/>
+            <instruction instr-id='448' subinstr-id='4'/>
+            <instruction instr-id='448' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='386' y1='191' x2='405' y2='201'/>
+            <content>3.5%</content>
+            <instruction instr-id='448' subinstr-id='8'/>
+            <instruction instr-id='448' subinstr-id='10'/>
+            <instruction instr-id='448' subinstr-id='12'/>
+            <instruction instr-id='448' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='470' y1='191' x2='488' y2='201'/>
+            <content>0.5%</content>
+            <instruction instr-id='448' subinstr-id='16'/>
+            <instruction instr-id='448' subinstr-id='18'/>
+            <instruction instr-id='448' subinstr-id='20'/>
+            <instruction instr-id='448' subinstr-id='22'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='239' y1='178' x2='259' y2='188'/>
+            <content>Total</content>
+            <instruction instr-id='452' subinstr-id='0'/>
+            <instruction instr-id='452' subinstr-id='2'/>
+            <instruction instr-id='452' subinstr-id='4'/>
+            <instruction instr-id='452' subinstr-id='6'/>
+            <instruction instr-id='452' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='306' y1='178' x2='318' y2='188'/>
+            <content>6%</content>
+            <instruction instr-id='455' subinstr-id='0'/>
+            <instruction instr-id='455' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='389' y1='178' x2='401' y2='188'/>
+            <content>7%</content>
+            <instruction instr-id='455' subinstr-id='4'/>
+            <instruction instr-id='455' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='473' y1='178' x2='484' y2='188'/>
+            <content>1%</content>
+            <instruction instr-id='455' subinstr-id='8'/>
+            <instruction instr-id='455' subinstr-id='10'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-reg.xml
new file mode 100644
index 00000000..c2e8e4d7
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-reg.xml
@@ -0,0 +1,143 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-032-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='499'/>
+         <instruction instr-id='503'/>
+         <instruction instr-id='503' subinstr-id='2'/>
+         <instruction instr-id='506'/>
+         <instruction instr-id='515'/>
+         <instruction instr-id='515' subinstr-id='2'/>
+         <instruction instr-id='515' subinstr-id='4'/>
+         <instruction instr-id='519'/>
+         <instruction instr-id='519' subinstr-id='2'/>
+         <instruction instr-id='519' subinstr-id='4'/>
+         <instruction instr-id='523'/>
+         <instruction instr-id='528'/>
+         <instruction instr-id='528' subinstr-id='2'/>
+         <instruction instr-id='528' subinstr-id='4'/>
+         <instruction instr-id='528' subinstr-id='6'/>
+         <instruction instr-id='528' subinstr-id='8'/>
+         <instruction instr-id='534'/>
+         <instruction instr-id='534' subinstr-id='2'/>
+         <instruction instr-id='534' subinstr-id='4'/>
+         <instruction instr-id='534' subinstr-id='6'/>
+         <instruction instr-id='538'/>
+         <instruction instr-id='538' subinstr-id='2'/>
+         <instruction instr-id='538' subinstr-id='4'/>
+         <instruction instr-id='538' subinstr-id='6'/>
+         <instruction instr-id='544'/>
+         <instruction instr-id='544' subinstr-id='2'/>
+         <instruction instr-id='544' subinstr-id='4'/>
+         <instruction instr-id='550'/>
+         <instruction instr-id='550' subinstr-id='2'/>
+         <instruction instr-id='550' subinstr-id='4'/>
+         <instruction instr-id='550' subinstr-id='6'/>
+         <instruction instr-id='550' subinstr-id='8'/>
+         <instruction instr-id='556'/>
+         <instruction instr-id='556' subinstr-id='2'/>
+         <instruction instr-id='556' subinstr-id='4'/>
+         <instruction instr-id='561'/>
+         <instruction instr-id='561' subinstr-id='2'/>
+         <instruction instr-id='561' subinstr-id='4'/>
+         <instruction instr-id='561' subinstr-id='6'/>
+         <instruction instr-id='567'/>
+         <instruction instr-id='567' subinstr-id='2'/>
+         <instruction instr-id='567' subinstr-id='4'/>
+         <instruction instr-id='571'/>
+         <instruction instr-id='577'/>
+         <instruction instr-id='577' subinstr-id='2'/>
+         <instruction instr-id='577' subinstr-id='4'/>
+         <instruction instr-id='577' subinstr-id='6'/>
+         <instruction instr-id='583'/>
+         <instruction instr-id='583' subinstr-id='2'/>
+         <instruction instr-id='583' subinstr-id='4'/>
+         <instruction instr-id='589'/>
+         <instruction instr-id='589' subinstr-id='2'/>
+         <instruction instr-id='589' subinstr-id='4'/>
+         <instruction instr-id='589' subinstr-id='6'/>
+         <instruction instr-id='593'/>
+         <instruction instr-id='593' subinstr-id='2'/>
+         <instruction instr-id='593' subinstr-id='4'/>
+         <instruction instr-id='598'/>
+         <instruction instr-id='598' subinstr-id='2'/>
+         <instruction instr-id='598' subinstr-id='4'/>
+         <instruction instr-id='598' subinstr-id='6'/>
+         <instruction instr-id='598' subinstr-id='8'/>
+         <instruction instr-id='598' subinstr-id='10'/>
+         <instruction instr-id='598' subinstr-id='12'/>
+         <instruction instr-id='598' subinstr-id='14'/>
+         <instruction instr-id='598' subinstr-id='16'/>
+         <instruction instr-id='598' subinstr-id='18'/>
+         <instruction instr-id='598' subinstr-id='20'/>
+         <instruction instr-id='598' subinstr-id='22'/>
+         <instruction instr-id='598' subinstr-id='24'/>
+         <instruction instr-id='598' subinstr-id='26'/>
+         <instruction instr-id='604'/>
+         <instruction instr-id='604' subinstr-id='2'/>
+         <instruction instr-id='604' subinstr-id='4'/>
+         <instruction instr-id='604' subinstr-id='6'/>
+         <instruction instr-id='609'/>
+         <instruction instr-id='613'/>
+         <instruction instr-id='617'/>
+         <instruction instr-id='622'/>
+         <instruction instr-id='622' subinstr-id='2'/>
+         <instruction instr-id='622' subinstr-id='4'/>
+         <instruction instr-id='622' subinstr-id='6'/>
+         <instruction instr-id='622' subinstr-id='8'/>
+         <instruction instr-id='622' subinstr-id='10'/>
+         <instruction instr-id='622' subinstr-id='12'/>
+         <instruction instr-id='622' subinstr-id='14'/>
+         <instruction instr-id='628'/>
+         <instruction instr-id='628' subinstr-id='2'/>
+         <instruction instr-id='628' subinstr-id='4'/>
+         <instruction instr-id='628' subinstr-id='6'/>
+         <instruction instr-id='628' subinstr-id='8'/>
+         <instruction instr-id='634'/>
+         <instruction instr-id='634' subinstr-id='2'/>
+         <instruction instr-id='634' subinstr-id='4'/>
+         <instruction instr-id='640'/>
+         <instruction instr-id='640' subinstr-id='2'/>
+         <instruction instr-id='640' subinstr-id='4'/>
+         <instruction instr-id='640' subinstr-id='6'/>
+         <instruction instr-id='640' subinstr-id='8'/>
+         <instruction instr-id='646'/>
+         <instruction instr-id='646' subinstr-id='2'/>
+         <instruction instr-id='646' subinstr-id='4'/>
+         <instruction instr-id='646' subinstr-id='6'/>
+         <instruction instr-id='646' subinstr-id='8'/>
+         <instruction instr-id='646' subinstr-id='10'/>
+         <instruction instr-id='646' subinstr-id='12'/>
+         <instruction instr-id='652'/>
+         <instruction instr-id='652' subinstr-id='2'/>
+         <instruction instr-id='652' subinstr-id='4'/>
+         <instruction instr-id='652' subinstr-id='6'/>
+         <instruction instr-id='652' subinstr-id='8'/>
+         <instruction instr-id='658'/>
+         <instruction instr-id='658' subinstr-id='2'/>
+         <instruction instr-id='658' subinstr-id='4'/>
+         <instruction instr-id='658' subinstr-id='6'/>
+         <instruction instr-id='662'/>
+         <instruction instr-id='668'/>
+         <instruction instr-id='668' subinstr-id='2'/>
+         <instruction instr-id='668' subinstr-id='4'/>
+         <instruction instr-id='668' subinstr-id='6'/>
+         <instruction instr-id='668' subinstr-id='8'/>
+         <instruction instr-id='675'/>
+         <instruction instr-id='680'/>
+         <instruction instr-id='680' subinstr-id='2'/>
+         <instruction instr-id='680' subinstr-id='4'/>
+         <instruction instr-id='680' subinstr-id='6'/>
+         <instruction instr-id='680' subinstr-id='8'/>
+         <instruction instr-id='680' subinstr-id='10'/>
+         <instruction instr-id='680' subinstr-id='12'/>
+         <instruction instr-id='685'/>
+         <instruction instr-id='685' subinstr-id='2'/>
+         <instruction instr-id='692'/>
+         <instruction instr-id='698'/>
+         <instruction instr-id='698' subinstr-id='2'/>
+         <bounding-box x1='149' y1='310' x2='537' y2='569'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-str.xml
new file mode 100644
index 00000000..b77a32ed
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032-str.xml
@@ -0,0 +1,231 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-032-str.xml'>
+   <table id='1'>
+      <region page='1' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='174' y1='559' x2='208' y2='569'/>
+            <content>Source</content>
+            <instruction instr-id='499' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='299' y1='559' x2='345' y2='569'/>
+            <content>Definition</content>
+            <instruction instr-id='503' subinstr-id='0'/>
+            <instruction instr-id='503' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='453' y1='559' x2='500' y2='569'/>
+            <content>Examples</content>
+            <instruction instr-id='506' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='149' y1='544' x2='201' y2='554'/>
+            <content>Stationary:</content>
+            <instruction instr-id='515' subinstr-id='0'/>
+            <instruction instr-id='515' subinstr-id='2'/>
+            <instruction instr-id='515' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='199' y1='521' x2='226' y2='531'/>
+            <content>Major</content>
+            <instruction instr-id='519' subinstr-id='0'/>
+            <instruction instr-id='519' subinstr-id='2'/>
+            <instruction instr-id='519' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='245' y1='486' x2='388' y2='531'/>
+            <content>Emissions of 10 tons per year or
+more of any one air toxic, or 25
+tons per year or more of any
+combination of air toxics</content>
+            <instruction instr-id='528' subinstr-id='0'/>
+            <instruction instr-id='528' subinstr-id='2'/>
+            <instruction instr-id='528' subinstr-id='4'/>
+            <instruction instr-id='528' subinstr-id='6'/>
+            <instruction instr-id='528' subinstr-id='8'/>
+            <instruction instr-id='534' subinstr-id='0'/>
+            <instruction instr-id='534' subinstr-id='2'/>
+            <instruction instr-id='534' subinstr-id='4'/>
+            <instruction instr-id='534' subinstr-id='6'/>
+            <instruction instr-id='538' subinstr-id='0'/>
+            <instruction instr-id='538' subinstr-id='2'/>
+            <instruction instr-id='538' subinstr-id='4'/>
+            <instruction instr-id='538' subinstr-id='6'/>
+            <instruction instr-id='544' subinstr-id='0'/>
+            <instruction instr-id='544' subinstr-id='2'/>
+            <instruction instr-id='544' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='410' y1='498' x2='519' y2='531'/>
+            <content>Utilities, refineries, steel
+manufacturers, chemical
+manufacturers</content>
+            <instruction instr-id='571' subinstr-id='-1'/>
+            <instruction instr-id='577' subinstr-id='0'/>
+            <instruction instr-id='577' subinstr-id='2'/>
+            <instruction instr-id='577' subinstr-id='4'/>
+            <instruction instr-id='577' subinstr-id='6'/>
+            <instruction instr-id='583' subinstr-id='0'/>
+            <instruction instr-id='583' subinstr-id='2'/>
+            <instruction instr-id='583' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='204' y1='463' x2='227' y2='473'/>
+            <content>Area</content>
+            <instruction instr-id='523' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='245' y1='429' x2='397' y2='473'/>
+            <content>Emissions of less than 10 tons per
+year of any one air toxic pollutant,
+or less than 25 tons per year of
+any combination of air toxics</content>
+            <instruction instr-id='550' subinstr-id='0'/>
+            <instruction instr-id='550' subinstr-id='2'/>
+            <instruction instr-id='550' subinstr-id='4'/>
+            <instruction instr-id='550' subinstr-id='6'/>
+            <instruction instr-id='550' subinstr-id='8'/>
+            <instruction instr-id='556' subinstr-id='0'/>
+            <instruction instr-id='556' subinstr-id='2'/>
+            <instruction instr-id='556' subinstr-id='4'/>
+            <instruction instr-id='561' subinstr-id='0'/>
+            <instruction instr-id='561' subinstr-id='2'/>
+            <instruction instr-id='561' subinstr-id='4'/>
+            <instruction instr-id='561' subinstr-id='6'/>
+            <instruction instr-id='567' subinstr-id='0'/>
+            <instruction instr-id='567' subinstr-id='2'/>
+            <instruction instr-id='567' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='410' y1='429' x2='535' y2='473'/>
+            <content>Dry cleaners, gas stations,
+auto body refinishing paint
+shops, decorative chromium
+electroplating operations</content>
+            <instruction instr-id='589' subinstr-id='0'/>
+            <instruction instr-id='589' subinstr-id='2'/>
+            <instruction instr-id='589' subinstr-id='4'/>
+            <instruction instr-id='589' subinstr-id='6'/>
+            <instruction instr-id='593' subinstr-id='0'/>
+            <instruction instr-id='593' subinstr-id='2'/>
+            <instruction instr-id='593' subinstr-id='4'/>
+            <instruction instr-id='598' subinstr-id='0'/>
+            <instruction instr-id='598' subinstr-id='2'/>
+            <instruction instr-id='598' subinstr-id='4'/>
+            <instruction instr-id='598' subinstr-id='6'/>
+            <instruction instr-id='598' subinstr-id='8'/>
+            <instruction instr-id='598' subinstr-id='10'/>
+            <instruction instr-id='598' subinstr-id='12'/>
+            <instruction instr-id='598' subinstr-id='14'/>
+            <instruction instr-id='598' subinstr-id='16'/>
+            <instruction instr-id='598' subinstr-id='18'/>
+            <instruction instr-id='598' subinstr-id='20'/>
+            <instruction instr-id='598' subinstr-id='22'/>
+            <instruction instr-id='598' subinstr-id='24'/>
+            <instruction instr-id='598' subinstr-id='26'/>
+            <instruction instr-id='604' subinstr-id='0'/>
+            <instruction instr-id='604' subinstr-id='2'/>
+            <instruction instr-id='604' subinstr-id='4'/>
+            <instruction instr-id='604' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='149' y1='414' x2='184' y2='424'/>
+            <content>Mobile:</content>
+            <instruction instr-id='609' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='187' y1='391' x2='226' y2='401'/>
+            <content>On-road</content>
+            <instruction instr-id='613' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='245' y1='368' x2='399' y2='401'/>
+            <content>Emissions from motorized vehicles
+normally operated on public
+roadways</content>
+            <instruction instr-id='622' subinstr-id='0'/>
+            <instruction instr-id='622' subinstr-id='2'/>
+            <instruction instr-id='622' subinstr-id='4'/>
+            <instruction instr-id='622' subinstr-id='6'/>
+            <instruction instr-id='622' subinstr-id='8'/>
+            <instruction instr-id='622' subinstr-id='10'/>
+            <instruction instr-id='622' subinstr-id='12'/>
+            <instruction instr-id='622' subinstr-id='14'/>
+            <instruction instr-id='628' subinstr-id='0'/>
+            <instruction instr-id='628' subinstr-id='2'/>
+            <instruction instr-id='628' subinstr-id='4'/>
+            <instruction instr-id='628' subinstr-id='6'/>
+            <instruction instr-id='628' subinstr-id='8'/>
+            <instruction instr-id='634' subinstr-id='0'/>
+            <instruction instr-id='634' subinstr-id='2'/>
+            <instruction instr-id='634' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='410' y1='368' x2='525' y2='401'/>
+            <content>Cars, buses, sport-utility
+vehicles, light- and heavy-
+duty trucks</content>
+            <instruction instr-id='662' subinstr-id='-1'/>
+            <instruction instr-id='668' subinstr-id='0'/>
+            <instruction instr-id='668' subinstr-id='2'/>
+            <instruction instr-id='668' subinstr-id='4'/>
+            <instruction instr-id='668' subinstr-id='6'/>
+            <instruction instr-id='668' subinstr-id='8'/>
+            <instruction instr-id='675' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='182' y1='345' x2='226' y2='355'/>
+            <content>Non-road</content>
+            <instruction instr-id='617' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='245' y1='311' x2='395' y2='355'/>
+            <content>Emissions from a diverse
+collection of engines, equipment,
+vehicles, and vessels operated off
+public roads</content>
+            <instruction instr-id='640' subinstr-id='0'/>
+            <instruction instr-id='640' subinstr-id='2'/>
+            <instruction instr-id='640' subinstr-id='4'/>
+            <instruction instr-id='640' subinstr-id='6'/>
+            <instruction instr-id='640' subinstr-id='8'/>
+            <instruction instr-id='646' subinstr-id='0'/>
+            <instruction instr-id='646' subinstr-id='2'/>
+            <instruction instr-id='646' subinstr-id='4'/>
+            <instruction instr-id='646' subinstr-id='6'/>
+            <instruction instr-id='646' subinstr-id='8'/>
+            <instruction instr-id='646' subinstr-id='10'/>
+            <instruction instr-id='646' subinstr-id='12'/>
+            <instruction instr-id='652' subinstr-id='0'/>
+            <instruction instr-id='652' subinstr-id='2'/>
+            <instruction instr-id='652' subinstr-id='4'/>
+            <instruction instr-id='652' subinstr-id='6'/>
+            <instruction instr-id='652' subinstr-id='8'/>
+            <instruction instr-id='658' subinstr-id='0'/>
+            <instruction instr-id='658' subinstr-id='2'/>
+            <instruction instr-id='658' subinstr-id='4'/>
+            <instruction instr-id='658' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='410' y1='310' x2='537' y2='355'/>
+            <content>Construction and agricultural
+equipment, personal
+watercraft, lawn and garden
+equipment</content>
+            <instruction instr-id='680' subinstr-id='0'/>
+            <instruction instr-id='680' subinstr-id='2'/>
+            <instruction instr-id='680' subinstr-id='4'/>
+            <instruction instr-id='680' subinstr-id='6'/>
+            <instruction instr-id='680' subinstr-id='8'/>
+            <instruction instr-id='680' subinstr-id='10'/>
+            <instruction instr-id='680' subinstr-id='12'/>
+            <instruction instr-id='685' subinstr-id='0'/>
+            <instruction instr-id='685' subinstr-id='2'/>
+            <instruction instr-id='692' subinstr-id='-1'/>
+            <instruction instr-id='698' subinstr-id='0'/>
+            <instruction instr-id='698' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..b7d668d1a83defac57a1e2d1486050d81507fe45
GIT binary patch
literal 10243
zcmb_?c|4R~`~N*-AN!tt2xDo?jBSj4&rU+J)tDJfm|<qDiK37aO3G4}Bui0Qvm_*B
zZIMcg(xQ^2L`1)P)TewtJ<s#~{=Tp0{$sr7I@fis>s;rY`<(Y>lw2&Wkr)kam{QMl
zMhQ#@j)qhHcfkw|Q4S<ZAR`E_3rbv3*5nWdi3Uemhu|3`OA>)fBpDmS=nNVO9}0^u
zxZu?vIoX?K)MLNLYKFaF>;6v%H-C6BbGawd#CL8$B5F4zt0<L{N`w@-%>@p0J~hD3
zvF#OcKl`@YD^)>r<HpHws-@`%31_y+&riSmJl?UgO2xIjt9i16YkBWixvJe?Qltzw
z&05`5YI)#u1(_%@xV_pzO{e8byX$mWi{1U_uL93&T*^BaS?}<vb3>90_FdJB9nNyH
zaz`wlwwX*vExbpWV8>e=+x#ATd|x*CzOs-Xm9V_pLT&%LRFm-aQ^Lxd3~Kw*9RJuE
z!-OSGP9Ip7q$*u~tkB?=rn*C=dk5ue*}3ogQWD$!suH5><D>mhLT~C^Nsugw!$;3H
z3!HJKQmf;eo=?x%O}T0jXs361Olb}lofAOIZ9898Q*=yMVX#vOUson~N7QRp#at!g
z@{XY6cjB94ZZPsrY=<Oee=aUS_2E+vA6IsE+<yIR{J|W74`)Y&s>(m=R|+B6AqrY`
zkqtX`4Rukz8;0ETadzr4i@WMh*TP9Q-`;|+z17`A5zo>4itp=tUjR9r+nYHgQOn)T
z#`gMaUt-w7LqdsS;^OcSMeq4-j}D64oL#)M<9%FFkZlK=J*}a7?nDt=S|B1z(T<vG
zZ|id!fgxt~9d{6H{iNNHwM@R5=6WrtW`txL8)o@w@U2zbPF9^x?)T4AQN;Pl(G0Gx
z_HNCtD7~-W8oO_olCoYOSb159O^6vxk3Q|I`TgC6{{Fhm!cbq|falmxb?i<R!wYp9
zd#N>ZpY5APwtE#E?NMj+jdqK~v}s(i9j%$&qU@KOF4Er#wCorHPF0Wt9`dMMSuEf=
zxvJ?MNKZ1bQs(grsK_iKvT+R4`fCf0L^ME_-#X-E?XbmkvDrd;6Jxc8N78g3#-XmL
zT0_2EBl#R^dd_&*r<!{Kby)$~A7?)QrMIcOO5n($_E+R;-{J|k`B<RyT<kS|+%~ba
zIk%jLDh=6cFK=E)!u{+fdgx9Ij1m=f<x)2Ro597q8xnhkc(z@$+vjDRCD6*b+fG0*
zHS2Tg`IqyvtvaJ!A1~iAC+2ho*jf6u#2vpj?3X(EIybX-59&czo`d}{=P3;84i2*X
zdf(oj*M7r?mfK+Bg$Z8z+^Rc>J2q&wyY;lm?rw7EAMPQ#XV1+~tFxY%(_Ac?5f<R}
z8>6p^ru9!NEVUjXxu1UBE|I9d*z_%qb=!931g#7;AZJxnRwwo2(=^iYzT0!3wtJ8x
zFrt2`8htOhyH90kq>DKYo#}tSTfTWHrc&i1im*MG#&U5{&ynPFzgOH^{=?kX)2^Q3
zc3aD}S$o6oG5jWkPRQNg>N(UO_^r#CjpYG1`LkP!#HS9|@+)Z>=%=dk<chfr0U^M3
z)y{nGT&t<gmJIv-FY2TBW%@OzAxhydH09eu_=7d;wsx1E5QVlIxA;%zAzm*oTg$Ir
z6_)?fy!w@UY>ydl!Z>_#E_6rc$8Tx5nf8Eipv=bBAZ6}TH=ncms4!~ZOjzL&=Pumj
z_i=iK41Xk~Y?@$ns<vD&(5ws|%*EH^wx#?NC%5^tl%p{@vx)Q=b}3kDvcuqBsa}&4
z`7&XfXJ0PZXTRc3r#;|27Q|r~zxPEHp*G9v&4*70h2L6di=y;5s67zExUt^9_>S{M
zb^a0FW&Xj+K=(!$x0hnJgKwAF)Sf8ZQ6MK5`_=N+br_`?z7ey}n*Ol8TQ)ypP`0wV
zLOj_rM_EEF^T?hnntj6K<G$!NC(m}1$g1XquDr*)@JH_<Ee$fI#|HVJH(g1}SG*_Q
zxr)J3$N5J`rlZ^!USx@<=(#l7TzD@^S^d<bcvJa8u}$&OmC!r)CW}WYgOQ_Q)0Mh$
z5+waiITLypc{AYC!G{~Zo<032zFoj}+XBl~1;Rl?@=ktp-z_6a*_Wc6LYsvgTop?b
zoW&G~PELG{Q|a7aCr@ZFT94IzxV-c77f$b|GbzZKlinS+FZtMU2$K&6ySpo^s>0f{
z)3Mq)0+#aSrU$oacRu}?pT@egFe0f}5r<pKdgQ(}`tJD)%`I#gg@WU(wJ(%rnsz-5
z2)fAg<+AIXkH1xGnbzFxDs+2Urc=6w5o5W**b4<qQilrY4pv+5??}ntr8E6_bMrgA
z+<_CTv6@y1;x&Qo%2zTXdiX-?rIxgBND#(^y&v??FC02rQrvsAGV~JSW|VFHXO4kv
z{`A>^I@6avHIA19I_U2Xk}T{DFS&bfYm(7mh>KRmUT-ss!98@$7JIp9yQHi;(rQ#W
zd2#dp^MyO>EDqGoG%hElL-~0-*qrXsHEgctp5^s6i%#-<O1&T7IQ?ZbcAy+Ss#N-d
z%@I|SXd0(}(WJV8XPcM1FSTB}dGf9J?WVwti1FLQGQ^De)Dt43bhiF)(<-7%S*Dkv
zRZr#ei?Zh+S)0$6os7Du>ZW!KF;C$vm#3MjihdiBpSf@Gcp>5)?<0>4gJt;}R<eou
zg%zzl!&4VqD!s>?45BFbx)S=c-2As<_r&Zw_#Ur9f*$Vnb+Lw$Ik{r?*_egtwhUhF
zvUp8vO5z>AwIxg-#xOaZc1~C~Hms({0K3O|i|{NShbXtL-{j~;JaR9jqM~Ui@qYP|
zczG7d2~w!^AyHogvfoZOI;h7%0Y8>L7<@d?wue&SMQB%cscS2%@9j8Jpv-4kk_Ouw
zgPUeZbln|}J#bf5Qb$f?$ZE&vnX7}<m)K<;g#+x^r49^tym+7Tc6CJPi1Rs2O=!Aa
zTUVkddHy>lMx1l_fcyrH7_YtlS2v7uEx44I2f^#JgC5hho*jO`Sjz9#L{wTD$~TDK
zIuOnfR7#d8>b-s5t*FSh+a&*sk{Bk*tZjRMX!@&)Ev==eJIc417qqOLY;8L?#d08<
zZTMQ*kwq;fA*t&Z$M=p9Qx<i0E>=|Q?{~AVOe7$x!_#l?(u}I@;i@JqKK+nom@R9N
zy|JO>XfM4qQWRE*)%D@JwCTOAev@T~Lb?I@_O&Z<3M;#W++W!#`I%IOWxZo9lNqk7
zDjhm%%SJbQQ;_dDeE!Qq<B-ku3kE0VFxGo6^B?2M(^I_BHAWvl_9(+s?&BjCkIGZ?
zT_p}B>S+T++ZDSz2JJC-oRLnN5ULx#D6_A>G&IA)$|jD_Ch!`|@{w3OPEDswF++RL
zS-#OTI8<U(Q8)byf4mVLsE|Ij(_TWa!-FGP%@{gCM+}T~>I^GYo=WWPt@ZCaZhy9&
z|EgECmU{S7akY28f1&i#(V3=-5Fq&OfO`H5!~QhZ?rJ2`!&~Y+8|CC9th&gxGY#Pa
zn1_jl_Q~@)wq^dq#M~2xxydT0cHN!Z(gAcTzN#9!hugvjlhqr%XV`GJc%p&dKB;y3
z>Gjf2*oK*t*}C}$o%7<yH*r2Kz1=r+q<H!PFJV+F`E4zv`Mr3<vdW8#srdWtm+B?3
zYWR2hFu(VcJsP{b(#MkzSPR2beFek$-H;jl_*IJG^i`bo_Jw25?{h4ZZ6qm)HzT}j
zTx8B1mXYL8zklqJRZs0o@yvN-QccuK&*C0ct*pw!YT{ZsUe)a16s++DcM@qMHa5<<
zMS&819^$bNaakK0ljWtS99}~Q(0lqdr5cr<&LHy7UBZ1o1GB`+IQqk4^wIeW1@%~g
zBh8}wo}3TNr^sEJmR;>s=IVO<p`t34@>M*~w_oSL-9C%9P?hL6QD-j`B|jr<ap_-W
zj_)c>>VRBw?B7dwe&Vdh3a9B=zq%4Cqal^FSIR<fVD7ZN%ViJ4mzT`X?ribTb!f5o
z=G`mW`A)GWw8Js76L!T4CF;2^jX$t<K))+G{}yCwWo(cIT@<f;-6<&=_N2;4vdSi{
zn!<5Ze=jsx{@}g?nAUyl4V7|qozlWPXNzR%LsFN9@^^Erc(5)^+|AT)Q(7@s%WX0@
zdGhqc_p7Ew^|xa3xz02}-%P)<gQRp7r)-Qlc{4#<kG1Tgg7k(AFX!6&qVTz11-29)
z%8e&!>SNV=whJD4BD=d^CS?zHQ$~*GX=}dRrtZP?!tj1Au`Q8L<acH@Tp8zUQ12VL
zt#RQ%10_`TmYRtnGSC)7kKfcYwprz6o{41IgXn>h1eY-)X7|-n&d>U(JcB|F-I<<_
zSIed@t$HOtuWGL4j@VL?;4R~goy8$1hvr7HfyEP-<=LDURJzZF<aX%~pS=BvN8@Yi
z{V5OM`i|B6$R&1x6RR(@4-S?jDNc2rKFD`1D(Ck7EJ^1Jv~XE?HP=$&o`u&YXG5My
zJ6rD;;t&<tv1*)!Ky-CH)F}hXM@&kTNIf%R?i(CWm3KeAH2%<oi}F0>y0P11(|A*^
zWWPP`QFTOj8DAY2;CN`U!-ezoqjCirNvECoB@ISHUUOKOwv0a<Y?+=7FEX3dlTPg{
zn-sSAfbDs+A3H2o{9a_7*H?6e6S{P%{suDX*|+i```z(w*h{G_!mfdL3uD6=N54Rc
zg-dRCN*wz83VMb~*Oqmb8w-_n${9<sV`t*y_MYw;?^+EDd8`sNuv;R)LouwNY!Pwi
z)<6S!%(v~(!+Y<WXRf(@513Esx?0E|JH>w?z@lNcfu|@{;r#<l*Z7AT)l+#Zc{hh6
zA99nPlspf)D8_LyTzhUcRkpY|QE;q!xj6h;k)4EIPQb+^sT8=RAO%5~yrY-d*&bLs
ziNC(@@%84i?@Fx>>KDB2jyrXo`&=v2pRo{>9f#Vf<#8fL^TWWm3CB*+SBeyKMZR*O
z49*(?Qx6&`oFf`fJG^wxD1N?k^xd(qVr`LyhtHqsyXLh=?)7!fnbRxTal7}>AAhe4
zTU~6IHN%Za?>1)J5u2-}lypcPg>|syIuUO-E&b?446Vg<`=ged)--ReH>|TSo+<^o
zTTXdyvzWiriMuuT=AsNo5zDc|hac7<NiXV+GJ~JT?v1TCXgq)FP*XWYP+B{3zUXt)
zg<FTVx^0Y_k}?d*cYOb}zv*yUaox#hNnfyK8#b!H(s$k^C4O)6&b{GRoRSJ(JWr{M
zDGqNm7?A%^B*59#_^7mQf~xmgHT|ykgYyp6{3)@G6yuA*b&4yn18=`|?-R+ho1~9Y
zWg@S{Y3JGmsa&c~sU+_K4y!7{^3<EJ<0L9kE09{La`g5>MTh+vUGe2nPnIo&IT`+;
zp9Oab)j@FB&wPaUl{YcsjS-`K-X2ulsf4(zY#9Yn6HbwLbq)?)kzo-&QIRL?!opI?
zRZfzB9{3rn@bEx8i%X&(K_MonbB4RY@<>9t%)Q*Z_XC0o%#_=uI1ZZlteEfyNwttD
z#GhmvL`;Itq~*-NS~x8n?59loH+gr92_vCg@PQ<hBZ)}Hn^U9V-e|B{7o!Qs;xv6>
zC|4>2r1Eeys6``D7;r5n&j-aMIyHhuAko1JfD4UE*h*q}qre&g9OXueW`K4U)DS9d
zYZ#tDf@7EtK^v=R#^$YSy<wR315jd31$)G-l@4HFod7hVFhD1C_|J9=8Z~TvOd4or
zR2pbsruNU#Fa!EgiU56s!-21jhYm;ClZkY=H|&RVUpUx#1k>9(Q_L^ZpOzMQ20nxu
z_*WM{$LdI8;E7-h9HX}u_HW<VzjyF^gfNu3Bg%<N3&n@PP|hxnpj(uiJ)A*{0P7(?
z1IMg$?*!NStB|6F(bhIL{yB>Pz+>Y;rcj{*01!%H&|Ej0!#%fq!8wKiD8L1<0~i3n
z6X;=%Tdmyy@UgYBfYU)GCjR|=xd%X)-|ir7T;TBE^8XbQB!tlz0040TwY7*OIswG{
zK^zjr2xH1;K`i1Q%*0SuCZ>S_f_MWH2mZjD)^vVgQzj;cQiz}qGv+X2D3OV;gE%!Z
zf&^j~2M{Mml1Wh@z6)Z-kcdz+h!;UD5=z3;0f3c<DQA!fK_Ethn1|-(Y5`(H0N~^a
zT!;PFVFtK3L0!Ot8Wuw%2L>_VDg;$H28Yvw+mNC{NDKzj1y2aZ(}-{jYG@dq5(5A~
z#>}(=gqXR7gGtuK;B<A7ni^pGe?9-P@t4+r2F$trq48<U+MGee27b$a+y0hOO8`J`
z9?VVVZ<&8C05l!|fDI3S%M^<MfPX&#Gz_mBj~H{k1Th$4`Y2RXRFnppM9^R+^w;x0
zD*V#?_h6kr4W_?exr1Ah0`L(b3^+5X1n_+kL4(uR-WbS#F5>^Q;kvNa#j(ki6hH!B
zXW+}p16*ZfN+3Ah6e5{Hrc&T!%D<c8|D)Nu7?|+Kx(0!8=_(+yLjw>P76Dk^4*;yf
z+yINuX|M(IYu+5VJOJj-+a~w=$GQhG*uM7pw-0Cr_!UYg2f~?R3s*NdA%Ygk#NeJ_
zey{;BfFBS6Bmh}pBcK8x0Zjl47yzb#6<`NA18%@}zz-k*K|m-#1EPR9U>}eS90D?d
z<3Juz2$TX9Ks9g~Xarh;4&VmR4~zh#z&J1gyae6>v%nW%83KWDKzJd-5DADJL<yn}
z(S+zhj3HJK2Z$?VJ7gy$5JG`OK;j@tkVBB8kUU5+qylmYas|=>>4V&YJb*ldyn)O?
zmY^(99;gUZ2C582LG_?!P<yBw)E62E4Tr`;_d}0BPeMze=b;VI4ro7g6gmNY2c2gD
zSh!ilSmardEP5;!EY2)mECDPumUxylmK>H6mTHz}mL8TnEE6o#EMHmKS%q2QtVmV^
zRvT7#Rsw4{Ydq^=);!j7)&|z=tan(SvCgutvhlJ>v#GP`v)QtFvIVk5u_d$Ru$8gZ
zvvsqLvb|*c!p_bv#*SdevfHq4XWzxXoBc5RDfSxnYwWk!C)wvYI5;FY)H#eeoH_6u
z431=uT#oY`?Hso`UUDpQa&yXYYI0h0dT~-X6FGA@D><)n-sXJGxy&WNrNpJr<;+Fo
zis8!OD&=bC8s>V*wG0!4Az(%@H`p%NKG;cEHLM%<2=<Aan_Gb!$GwG{%)OWUB=<$`
zUhZeyUwMRh)Oaj-e0U;wj_{o0xyJK==Myh4uQIPGuNN<a_XuwVZx`<q-bFrPJ`Fxw
zJ|bTNUp`+0-)+7belC6`elvbQ{#gDT{#yQF{%HX&0c8OT0lYxGK)%2gfiZ!3L196R
zptE48;9<c^!9Kw$Ar2vBAuA!G(0-vaLR~_W!YslYg)M{$!b!rV!rj6zMc73UBDNyC
zL=K5u5E&Ag6%`WI7WEK~7R?uJ6P*xa5mOek6$=r|5W5T(HI~F>#LdJ>;s?d6#czu*
zY>?Vux`DJIZ9~n5(G5!ya0x4kV2Lb=Mv2FgtdeSyTO^|-PfK=7PD_bM8AuVN(xfg+
zJ(Pw@t4X^`@0LCzJs>?VBP+96CQK$*rb}j8R!r7Zc9(3n>{Zz}a>8=Pa%8z|xpuj?
za8bA!JOq9cejPq5FD-8)A0b~XKP11bfKYH(NK~j%c)Ss|QEy|w#_Wxq8)p^e6de`g
z6sr^;Dsd_4DFrE=Q0h@yP(~<kQ%+HCRGva?K-eN;5mkssD!eKtD&Z<6DtA@cRrOSZ
zRZppos6o|q)PmIV)rQrf>bmM=^;7D%HnDBOZK7-{*))daL7E{WkyXfN8e$p_8i^W>
z8Z#(Glou)s)q`3^>!3r>rRZ^t5XKIZh-t>mX{u=wH1jp@YVm4WYb9tkX?@gI*CuJ7
z*1oSJtmCMYqSL9fqKnm~=~nB$!75^RVhgZidLnu*dWZFTacnqqTmr5Y_f=n4pP_$Q
z|APV2AlRVNV9F3-NHQ!noHSA}!W$JEO&G(CcN!NNPngJ?;7v+Qo||qoC7PC*zBW@e
z+hum%Y{ndIPBX7JU$D@(*kf_clErefWt!!Xm5`OYRi4!oYX$2->niKn%{rTRZ@y;3
zW@B%YWiw_gV@t5Du${HT+U>EsZqH-C)jrSuxr3Sm&7s*5>S*V9%<++vk`u+L(HU^I
zbw1|&*ahJd?$WY_eT&PM{4K9sF|Kj0JzIsh?$}zn^^2RiTZY@XyNY{+d#4A#hmS{v
z$HF$tZAZ6Fc%nS_c=m6X+)m!!<i+9T;Z^1}?``FM-20`Ej!&}BJzs=xv~QoEq+f_%
z+YbI6_#L%7*>-N*S-JBY-WgwlpZB-*FYuowSP)JS-VsfS*~B*_BhpdQ>j0yGqXAQa
zMuEoy-vpTi<pfQWEy#J~kGpJk74BLHb`Cxl{5@n_NKGhb=+4k96d_75<vLZC8cn?w
zrXH3YHW98Lems1ZW=|`lL+HNrCWZ)jnHq>ti8v7PEYdhKKXNh3BdRu9Fq#rQ5Th1z
zFy?ivb?n*Qth))jJLBZz_QgHhW45O_9un^#-<hy6VSmEQy_@%z?}P0N-Zz+tPCT0U
zIcZx`^M0BAd-qQs*nFTWnJ<}^JeFdRQkcq`N=_X*sC6*+;A$E%?dBo$p`1hC4igUF
zOvj|3O#gl);K)#hZpP_M_Do9Vy)2Wg@}q)BV~<WAb3E3N4bM)?{(OAL@xC1GoWc{Z
z6A>pSPCA@y%2mwG%>9-ZlsB4ho?lZSU2w2q;S}-I?bD{Gs|#fc4;3yIk&EsZZ!T^q
zQ7*|j!+s|6%&St5(w?(=XDiAi%MO*ToTHqZD0eNtUV*KssFbeEsDf5SRJ}RxbAIH4
z<%OndWOZ?kSk0k}z{QA*Z!hh<bnmkL<<45Y+Uh!`x`KM)`m_c}LrlYLV^HHn)ApuY
zSM08IHXAh8w`jDSYn5-!Zxe0HxC*<v|LXVl*!KBrVb`WR0y`!<cXW<-d3N2szUBH*
zw|#f-4eJ|SJ!U=ay+*yQefoV@ZtC4^?APsY7|<E0AJiGFAJQFa7{(4ajo?O_ZyDaY
zdfVi7#~sT%H}2Zr?H_d-y>-w1-u*G3v5EV{`%@1>9(;Tl`EYrB?<2NHX^#aS=RA>q
zQu0*wY0ZT0MB6jVX9Lf-J|CYXOul<TfAQ_*{#U%Oa$d{5u9(uCYJFq<X5_8++n4Xc
z-YrijzZZO8FrzY4_rdhTz^v!&%a62=-{%g0lK6D)v-aoCd6)SoUqZhuFQhF>ES7)O
z``WX#ZRz!L)HjZACs$Ngnpf>tAAJw~{+&sd{!R=*g7<?rd82GCEX?tA5)rn>NL+pY
z;wS5PqANxdwr1h_oBXVixF5_5<%)$dxzPI7znCXT5M4277=}qJT|uY?!>sWtl&c<W
zjZdLmaWLFJjG4+myJm*Q<cTOZawv(8bft#kDQk3XjXi>_k^=shnR$c5tVMv@8sX1i
zvRWn=#H@?<53csp4rNIW_<0$md&4wQYd26BMq3vZ9zg~FnayMgFpLfw1*Qd05At2t
z<!|bV`W2-ODI}7_AQSLNb7~0D**}CF9`PfXpYi^i_?W5q=ZJsxwSK(+#-5qMe`~)M
z%m1R2HG=!Im$lNsU(^@&E3KZ64u3IKjMh4)YG@J-UfqL947fijkW4W`d}wJ$z{x}-
z#5NsAv}2eBDTr(nOCxQKb#f!b1`}{Zgo!cC&;$>bDM-j@d>Ard?Y9GTI7l&#6f9gF
ztQD9F(fZM$VWA)chewBoQ0V&6Mu;^NeGoInC<J^>g%NCo@N{&6GpN*%U@`-)se#kL
zATe5--~lvzC@G3c3x;DfbP-^eG-80hD_E-d(INQF2(gX>MQLeJX@Mw^6XH;4O_Zi4
z64XG_V<-%KG?GH!2>M$KgzWjtj6&B~i%Ek(4MmYXQ5X$0>Muu@;BaW<ur+4Ebd2|>
zMlg&J5fNmfK0d%7Pr_^CkVIWgJtPK0A|lb?gTxbXgaD!*4vp1B|K%=hU6_CK2R48X
zwZJ@pNFS`l5F-dAnh|2NivxUf5S7mO;UA9EK<gq<KZpO{iVB>Yf1L$zLVu>g5Y*9k
z1h;5Fj3rn}GS)<6w2)|RBwEJ}gVo3A>SMIk(HMO++7R^*O>pu-Qw#97Bj9gI{uid}
zG}oC@X>Q<>Fm?xzU}_Y_EG#Sp+?>qm_~CEO=%<b$iaA5;a`WHL7Cy|;@jvG)G?clZ
znR@z`R6;~3SPiqa{Qp@l|Lqwj5`G077C{SH+Z#jziWEX(#zqGx83RU4B<Ke)t6kvA
z#{bSR3S5y0V?(f!L1u)IjMsLaSqS3?2q80fl70xD5@>{oMiPG%0}$X$t!Wc~%ti>=
z_y<_CL;ddSU(D5-2;AA=w4r{zH;iHM|I+i{>*)8(5<FCl5K+um;U6dTUkCJ$3hUag
zR{2+(S{1CDGWQ6$q?x-!#ZsTS#n9Sl9SjzuySBR!Xfy&;19#zn)c94JjHZzSU}&%|
z24lXDemrnp9UUzlcmVvTOj`>Lo;l11PWelQ)6oNu*}u!QHFdz#{2wy3Hh8)Cy9|wH
zUMT)9(?)Clp{K2d{X?dQ)&kGszuW4eaeu^u#p3>qMH?K|KWwqOfA)vP>3~<7zx%-I
z>i+3N7xzbAuvpDMWqQ~@W5(#N^TD9u$sr^f_#-<wYAZPwETrS$U_G7+7O|PvB{<5K
z5<rDBmkC%(x3z?O8){pbYnfSCm}yy>>zG+%b+s*ZEx@Bi$6QC#O2-msW&A&Dtd-X3
V3_Ojowg_-o@b0FhWaVrP`+t(JGOYjr

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-reg.xml
new file mode 100644
index 00000000..8c2143c3
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-reg.xml
@@ -0,0 +1,192 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-033-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='243'/>
+         <instruction instr-id='243' subinstr-id='2'/>
+         <instruction instr-id='243' subinstr-id='4'/>
+         <instruction instr-id='243' subinstr-id='6'/>
+         <instruction instr-id='243' subinstr-id='8'/>
+         <instruction instr-id='243' subinstr-id='10'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='12'/>
+         <instruction instr-id='245' subinstr-id='14'/>
+         <instruction instr-id='245' subinstr-id='16'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='12'/>
+         <instruction instr-id='248' subinstr-id='14'/>
+         <instruction instr-id='248' subinstr-id='16'/>
+         <instruction instr-id='248' subinstr-id='18'/>
+         <instruction instr-id='252'/>
+         <instruction instr-id='252' subinstr-id='2'/>
+         <instruction instr-id='252' subinstr-id='4'/>
+         <instruction instr-id='252' subinstr-id='6'/>
+         <instruction instr-id='252' subinstr-id='8'/>
+         <instruction instr-id='252' subinstr-id='10'/>
+         <instruction instr-id='252' subinstr-id='12'/>
+         <instruction instr-id='252' subinstr-id='14'/>
+         <instruction instr-id='252' subinstr-id='16'/>
+         <instruction instr-id='252' subinstr-id='18'/>
+         <instruction instr-id='255'/>
+         <instruction instr-id='255' subinstr-id='2'/>
+         <instruction instr-id='255' subinstr-id='4'/>
+         <instruction instr-id='255' subinstr-id='6'/>
+         <instruction instr-id='255' subinstr-id='8'/>
+         <instruction instr-id='255' subinstr-id='10'/>
+         <instruction instr-id='255' subinstr-id='12'/>
+         <instruction instr-id='255' subinstr-id='14'/>
+         <instruction instr-id='255' subinstr-id='16'/>
+         <instruction instr-id='255' subinstr-id='18'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='258' subinstr-id='4'/>
+         <instruction instr-id='258' subinstr-id='6'/>
+         <instruction instr-id='258' subinstr-id='8'/>
+         <instruction instr-id='258' subinstr-id='10'/>
+         <instruction instr-id='258' subinstr-id='12'/>
+         <instruction instr-id='258' subinstr-id='14'/>
+         <instruction instr-id='258' subinstr-id='16'/>
+         <instruction instr-id='258' subinstr-id='18'/>
+         <instruction instr-id='261'/>
+         <instruction instr-id='261' subinstr-id='2'/>
+         <instruction instr-id='261' subinstr-id='4'/>
+         <instruction instr-id='261' subinstr-id='6'/>
+         <instruction instr-id='261' subinstr-id='8'/>
+         <instruction instr-id='261' subinstr-id='10'/>
+         <instruction instr-id='261' subinstr-id='12'/>
+         <instruction instr-id='261' subinstr-id='14'/>
+         <instruction instr-id='261' subinstr-id='16'/>
+         <instruction instr-id='261' subinstr-id='18'/>
+         <instruction instr-id='264'/>
+         <instruction instr-id='264' subinstr-id='2'/>
+         <instruction instr-id='264' subinstr-id='4'/>
+         <instruction instr-id='264' subinstr-id='6'/>
+         <instruction instr-id='264' subinstr-id='8'/>
+         <instruction instr-id='264' subinstr-id='10'/>
+         <instruction instr-id='264' subinstr-id='12'/>
+         <instruction instr-id='264' subinstr-id='14'/>
+         <instruction instr-id='264' subinstr-id='16'/>
+         <instruction instr-id='264' subinstr-id='18'/>
+         <instruction instr-id='267'/>
+         <instruction instr-id='267' subinstr-id='2'/>
+         <instruction instr-id='267' subinstr-id='4'/>
+         <instruction instr-id='267' subinstr-id='6'/>
+         <instruction instr-id='267' subinstr-id='8'/>
+         <instruction instr-id='267' subinstr-id='10'/>
+         <instruction instr-id='267' subinstr-id='12'/>
+         <instruction instr-id='267' subinstr-id='14'/>
+         <instruction instr-id='267' subinstr-id='16'/>
+         <instruction instr-id='267' subinstr-id='18'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='270' subinstr-id='2'/>
+         <instruction instr-id='270' subinstr-id='4'/>
+         <instruction instr-id='270' subinstr-id='6'/>
+         <instruction instr-id='270' subinstr-id='8'/>
+         <instruction instr-id='270' subinstr-id='10'/>
+         <instruction instr-id='270' subinstr-id='12'/>
+         <instruction instr-id='270' subinstr-id='14'/>
+         <instruction instr-id='270' subinstr-id='16'/>
+         <instruction instr-id='270' subinstr-id='18'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='273' subinstr-id='6'/>
+         <instruction instr-id='273' subinstr-id='8'/>
+         <instruction instr-id='273' subinstr-id='10'/>
+         <instruction instr-id='273' subinstr-id='12'/>
+         <instruction instr-id='273' subinstr-id='14'/>
+         <instruction instr-id='273' subinstr-id='16'/>
+         <instruction instr-id='273' subinstr-id='18'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='276' subinstr-id='10'/>
+         <instruction instr-id='276' subinstr-id='12'/>
+         <instruction instr-id='276' subinstr-id='14'/>
+         <instruction instr-id='276' subinstr-id='16'/>
+         <instruction instr-id='276' subinstr-id='18'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='279' subinstr-id='2'/>
+         <instruction instr-id='279' subinstr-id='4'/>
+         <instruction instr-id='279' subinstr-id='6'/>
+         <instruction instr-id='279' subinstr-id='8'/>
+         <instruction instr-id='279' subinstr-id='10'/>
+         <instruction instr-id='279' subinstr-id='12'/>
+         <instruction instr-id='279' subinstr-id='14'/>
+         <instruction instr-id='279' subinstr-id='16'/>
+         <instruction instr-id='279' subinstr-id='18'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='282' subinstr-id='4'/>
+         <instruction instr-id='282' subinstr-id='6'/>
+         <instruction instr-id='282' subinstr-id='8'/>
+         <instruction instr-id='282' subinstr-id='10'/>
+         <instruction instr-id='282' subinstr-id='12'/>
+         <instruction instr-id='282' subinstr-id='14'/>
+         <instruction instr-id='282' subinstr-id='16'/>
+         <instruction instr-id='282' subinstr-id='18'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='287' subinstr-id='8'/>
+         <instruction instr-id='287' subinstr-id='10'/>
+         <instruction instr-id='287' subinstr-id='12'/>
+         <instruction instr-id='287' subinstr-id='14'/>
+         <instruction instr-id='287' subinstr-id='16'/>
+         <instruction instr-id='287' subinstr-id='18'/>
+         <bounding-box x1='74' y1='302' x2='725' y2='498'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='2'>
+         <instruction instr-id='159'/>
+         <instruction instr-id='159' subinstr-id='2'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='168'/>
+         <instruction instr-id='168' subinstr-id='2'/>
+         <instruction instr-id='171'/>
+         <instruction instr-id='171' subinstr-id='2'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='174' subinstr-id='2'/>
+         <instruction instr-id='177'/>
+         <instruction instr-id='177' subinstr-id='2'/>
+         <instruction instr-id='180'/>
+         <instruction instr-id='180' subinstr-id='2'/>
+         <instruction instr-id='183'/>
+         <instruction instr-id='183' subinstr-id='4'/>
+         <bounding-box x1='72' y1='314' x2='251' y2='428'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='2'>
+         <instruction instr-id='202'/>
+         <instruction instr-id='202' subinstr-id='2'/>
+         <instruction instr-id='207'/>
+         <instruction instr-id='207' subinstr-id='2'/>
+         <instruction instr-id='211'/>
+         <instruction instr-id='211' subinstr-id='2'/>
+         <instruction instr-id='214'/>
+         <instruction instr-id='214' subinstr-id='2'/>
+         <instruction instr-id='217'/>
+         <instruction instr-id='217' subinstr-id='2'/>
+         <instruction instr-id='220'/>
+         <instruction instr-id='220' subinstr-id='2'/>
+         <bounding-box x1='71' y1='148' x2='251' y2='236'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-str.xml
new file mode 100644
index 00000000..3ed428ef
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033-str.xml
@@ -0,0 +1,878 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-033-str.xml'>
+   <table id='1'>
+      <region page='1' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='74' y1='488' x2='133' y2='498'/>
+            <content>Age (years)</content>
+            <instruction instr-id='243' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='3'>
+            <bounding-box x1='157' y1='488' x2='263' y2='498'/>
+            <content>Non-Hispanic white</content>
+            <instruction instr-id='243' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='5'>
+            <bounding-box x1='290' y1='488' x2='396' y2='498'/>
+            <content>Non-Hispanic black</content>
+            <instruction instr-id='243' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6' end-row='1' end-col='7'>
+            <bounding-box x1='422' y1='488' x2='516' y2='498'/>
+            <content>Mexican American</content>
+            <instruction instr-id='243' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='8' end-row='1' end-col='9'>
+            <bounding-box x1='574' y1='488' x2='603' y2='498'/>
+            <content>Other</content>
+            <instruction instr-id='243' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='10' end-row='2' end-col='10'>
+            <bounding-box x1='660' y1='474' x2='719' y2='498'/>
+            <content>Total
+population</content>
+            <instruction instr-id='243' subinstr-id='10'/>
+            <instruction instr-id='245' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='165' y1='474' x2='189' y2='484'/>
+            <content>Male</content>
+            <instruction instr-id='245' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='227' y1='474' x2='262' y2='484'/>
+            <content>Female</content>
+            <instruction instr-id='245' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='300' y1='474' x2='323' y2='484'/>
+            <content>Male</content>
+            <instruction instr-id='245' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='359' y1='474' x2='394' y2='484'/>
+            <content>Female</content>
+            <instruction instr-id='245' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='426' y1='474' x2='450' y2='484'/>
+            <content>Male</content>
+            <instruction instr-id='245' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='481' y1='474' x2='517' y2='484'/>
+            <content>Female</content>
+            <instruction instr-id='245' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8' end-row='2' end-col='8'>
+            <bounding-box x1='550' y1='474' x2='574' y2='484'/>
+            <content>Male</content>
+            <instruction instr-id='245' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='9' end-row='2' end-col='9'>
+            <bounding-box x1='605' y1='474' x2='640' y2='484'/>
+            <content>Female</content>
+            <instruction instr-id='245' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='74' y1='461' x2='133' y2='471'/>
+            <content>2-11 months</content>
+            <instruction instr-id='248' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='155' y1='461' x2='209' y2='471'/>
+            <content>1,087,948</content>
+            <instruction instr-id='248' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='223' y1='461' x2='276' y2='471'/>
+            <content>1,022,490</content>
+            <instruction instr-id='248' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='301' y1='461' x2='343' y2='471'/>
+            <content>292,652</content>
+            <instruction instr-id='248' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='365' y1='461' x2='407' y2='471'/>
+            <content>255,744</content>
+            <instruction instr-id='248' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='424' y1='461' x2='465' y2='471'/>
+            <content>188,980</content>
+            <instruction instr-id='248' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='487' y1='461' x2='529' y2='471'/>
+            <content>150,760</content>
+            <instruction instr-id='248' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8' end-row='3' end-col='8'>
+            <bounding-box x1='550' y1='461' x2='592' y2='471'/>
+            <content>165,949</content>
+            <instruction instr-id='248' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='9' end-row='3' end-col='9'>
+            <bounding-box x1='609' y1='461' x2='650' y2='471'/>
+            <content>185,667</content>
+            <instruction instr-id='248' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='10' end-row='3' end-col='10'>
+            <bounding-box x1='670' y1='461' x2='723' y2='471'/>
+            <content>3,350,188</content>
+            <instruction instr-id='248' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='74' y1='448' x2='92' y2='457'/>
+            <content>1-2</content>
+            <instruction instr-id='252' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='155' y1='448' x2='209' y2='457'/>
+            <content>2,586,688</content>
+            <instruction instr-id='252' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='223' y1='448' x2='276' y2='457'/>
+            <content>2,568,738</content>
+            <instruction instr-id='252' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='301' y1='448' x2='343' y2='457'/>
+            <content>647,701</content>
+            <instruction instr-id='252' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='365' y1='448' x2='407' y2='457'/>
+            <content>639,327</content>
+            <instruction instr-id='252' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='424' y1='448' x2='465' y2='457'/>
+            <content>409,038</content>
+            <instruction instr-id='252' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='487' y1='448' x2='529' y2='457'/>
+            <content>392,640</content>
+            <instruction instr-id='252' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8' end-row='4' end-col='8'>
+            <bounding-box x1='550' y1='448' x2='592' y2='457'/>
+            <content>446,166</content>
+            <instruction instr-id='252' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='9' end-row='4' end-col='9'>
+            <bounding-box x1='609' y1='448' x2='650' y2='457'/>
+            <content>312,164</content>
+            <instruction instr-id='252' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='10' end-row='4' end-col='10'>
+            <bounding-box x1='670' y1='448' x2='723' y2='457'/>
+            <content>8,002,463</content>
+            <instruction instr-id='252' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='74' y1='434' x2='92' y2='444'/>
+            <content>3-5</content>
+            <instruction instr-id='255' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='155' y1='434' x2='209' y2='444'/>
+            <content>3,867,692</content>
+            <instruction instr-id='255' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='223' y1='434' x2='276' y2='444'/>
+            <content>3,576,723</content>
+            <instruction instr-id='255' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='301' y1='434' x2='343' y2='444'/>
+            <content>935,862</content>
+            <instruction instr-id='255' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='366' y1='434' x2='407' y2='444'/>
+            <content>938,510</content>
+            <instruction instr-id='255' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='424' y1='434' x2='465' y2='444'/>
+            <content>563,286</content>
+            <instruction instr-id='255' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='487' y1='434' x2='529' y2='444'/>
+            <content>563,183</content>
+            <instruction instr-id='255' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8' end-row='5' end-col='8'>
+            <bounding-box x1='550' y1='434' x2='592' y2='444'/>
+            <content>581,558</content>
+            <instruction instr-id='255' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='9' end-row='5' end-col='9'>
+            <bounding-box x1='609' y1='434' x2='650' y2='444'/>
+            <content>628,177</content>
+            <instruction instr-id='255' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='10' end-row='5' end-col='10'>
+            <bounding-box x1='664' y1='434' x2='723' y2='444'/>
+            <content>11,654,990</content>
+            <instruction instr-id='255' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='74' y1='421' x2='98' y2='431'/>
+            <content>6-11</content>
+            <instruction instr-id='258' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='155' y1='421' x2='209' y2='431'/>
+            <content>7,808,033</content>
+            <instruction instr-id='258' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='223' y1='421' x2='276' y2='431'/>
+            <content>7,401,349</content>
+            <instruction instr-id='258' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='289' y1='421' x2='343' y2='431'/>
+            <content>1,770,525</content>
+            <instruction instr-id='258' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='353' y1='421' x2='407' y2='431'/>
+            <content>1,732,954</content>
+            <instruction instr-id='258' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='424' y1='421' x2='465' y2='431'/>
+            <content>998,192</content>
+            <instruction instr-id='258' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='487' y1='421' x2='529' y2='431'/>
+            <content>999,217</content>
+            <instruction instr-id='258' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8' end-row='6' end-col='8'>
+            <bounding-box x1='550' y1='421' x2='592' y2='431'/>
+            <content>972,969</content>
+            <instruction instr-id='258' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='9' end-row='6' end-col='9'>
+            <bounding-box x1='609' y1='421' x2='650' y2='431'/>
+            <content>843,937</content>
+            <instruction instr-id='258' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='10' end-row='6' end-col='10'>
+            <bounding-box x1='664' y1='421' x2='723' y2='431'/>
+            <content>22,527,176</content>
+            <instruction instr-id='258' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='74' y1='408' x2='103' y2='418'/>
+            <content>12-19</content>
+            <instruction instr-id='261' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='155' y1='408' x2='209' y2='418'/>
+            <content>9,795,497</content>
+            <instruction instr-id='261' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='223' y1='408' x2='276' y2='418'/>
+            <content>9,208,607</content>
+            <instruction instr-id='261' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='289' y1='408' x2='343' y2='418'/>
+            <content>2,191,327</content>
+            <instruction instr-id='261' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='353' y1='408' x2='407' y2='418'/>
+            <content>2,218,406</content>
+            <instruction instr-id='261' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='412' y1='408' x2='465' y2='418'/>
+            <content>1,180,160</content>
+            <instruction instr-id='261' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7' end-row='7' end-col='7'>
+            <bounding-box x1='475' y1='408' x2='528' y2='418'/>
+            <content>1,173,272</content>
+            <instruction instr-id='261' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8' end-row='7' end-col='8'>
+            <bounding-box x1='538' y1='408' x2='591' y2='418'/>
+            <content>1,249,752</content>
+            <instruction instr-id='261' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='9' end-row='7' end-col='9'>
+            <bounding-box x1='597' y1='408' x2='650' y2='418'/>
+            <content>1,364,492</content>
+            <instruction instr-id='261' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='10' end-row='7' end-col='10'>
+            <bounding-box x1='664' y1='408' x2='723' y2='418'/>
+            <content>28,381,514</content>
+            <instruction instr-id='261' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='74' y1='395' x2='103' y2='405'/>
+            <content>20-29</content>
+            <instruction instr-id='264' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='150' y1='395' x2='209' y2='405'/>
+            <content>13,340,788</content>
+            <instruction instr-id='264' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='217' y1='395' x2='276' y2='405'/>
+            <content>14,032,118</content>
+            <instruction instr-id='264' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='289' y1='395' x2='343' y2='405'/>
+            <content>2,194,990</content>
+            <instruction instr-id='264' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='354' y1='395' x2='407' y2='405'/>
+            <content>2,776,284</content>
+            <instruction instr-id='264' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='412' y1='395' x2='465' y2='405'/>
+            <content>1,785,795</content>
+            <instruction instr-id='264' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7' end-row='8' end-col='7'>
+            <bounding-box x1='475' y1='395' x2='528' y2='405'/>
+            <content>1,462,678</content>
+            <instruction instr-id='264' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8' end-row='8' end-col='8'>
+            <bounding-box x1='538' y1='395' x2='591' y2='405'/>
+            <content>1,967,497</content>
+            <instruction instr-id='264' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='9' end-row='8' end-col='9'>
+            <bounding-box x1='597' y1='395' x2='650' y2='405'/>
+            <content>1,614,120</content>
+            <instruction instr-id='264' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='10' end-row='8' end-col='10'>
+            <bounding-box x1='664' y1='395' x2='723' y2='405'/>
+            <content>39,174,269</content>
+            <instruction instr-id='264' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='74' y1='382' x2='103' y2='391'/>
+            <content>30-39</content>
+            <instruction instr-id='267' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='150' y1='382' x2='209' y2='391'/>
+            <content>15,492,738</content>
+            <instruction instr-id='267' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='217' y1='382' x2='276' y2='391'/>
+            <content>15,745,424</content>
+            <instruction instr-id='267' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='289' y1='382' x2='343' y2='391'/>
+            <content>2,433,567</content>
+            <instruction instr-id='267' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='354' y1='382' x2='407' y2='391'/>
+            <content>2,902,296</content>
+            <instruction instr-id='267' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='412' y1='382' x2='465' y2='391'/>
+            <content>1,318,832</content>
+            <instruction instr-id='267' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7' end-row='9' end-col='7'>
+            <bounding-box x1='475' y1='382' x2='528' y2='391'/>
+            <content>1,170,452</content>
+            <instruction instr-id='267' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='8' end-row='9' end-col='8'>
+            <bounding-box x1='538' y1='382' x2='591' y2='391'/>
+            <content>1,803,778</content>
+            <instruction instr-id='267' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='9' end-row='9' end-col='9'>
+            <bounding-box x1='597' y1='382' x2='650' y2='391'/>
+            <content>1,851,752</content>
+            <instruction instr-id='267' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='10' end-row='9' end-col='10'>
+            <bounding-box x1='664' y1='382' x2='723' y2='391'/>
+            <content>42,718,838</content>
+            <instruction instr-id='267' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='74' y1='368' x2='103' y2='378'/>
+            <content>40-49</content>
+            <instruction instr-id='270' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='150' y1='368' x2='209' y2='378'/>
+            <content>12,895,086</content>
+            <instruction instr-id='270' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='217' y1='368' x2='276' y2='378'/>
+            <content>12,644,242</content>
+            <instruction instr-id='270' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='289' y1='368' x2='343' y2='378'/>
+            <content>1,641,005</content>
+            <instruction instr-id='270' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='354' y1='368' x2='407' y2='378'/>
+            <content>1,995,794</content>
+            <instruction instr-id='270' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6' end-row='10' end-col='6'>
+            <bounding-box x1='424' y1='368' x2='465' y2='378'/>
+            <content>795,346</content>
+            <instruction instr-id='270' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7' end-row='10' end-col='7'>
+            <bounding-box x1='487' y1='368' x2='529' y2='378'/>
+            <content>757,632</content>
+            <instruction instr-id='270' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='8' end-row='10' end-col='8'>
+            <bounding-box x1='550' y1='368' x2='592' y2='378'/>
+            <content>910,861</content>
+            <instruction instr-id='270' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='9' end-row='10' end-col='9'>
+            <bounding-box x1='597' y1='368' x2='650' y2='378'/>
+            <content>1,547,516</content>
+            <instruction instr-id='270' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='10' end-row='10' end-col='10'>
+            <bounding-box x1='664' y1='368' x2='723' y2='378'/>
+            <content>33,187,483</content>
+            <instruction instr-id='270' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='74' y1='355' x2='103' y2='365'/>
+            <content>50-59</content>
+            <instruction instr-id='273' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='155' y1='355' x2='209' y2='365'/>
+            <content>8,551,440</content>
+            <instruction instr-id='273' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='223' y1='355' x2='276' y2='365'/>
+            <content>9,112,707</content>
+            <instruction instr-id='273' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='301' y1='355' x2='343' y2='365'/>
+            <content>937,867</content>
+            <instruction instr-id='273' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='354' y1='355' x2='407' y2='365'/>
+            <content>1,166,482</content>
+            <instruction instr-id='273' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='424' y1='355' x2='465' y2='365'/>
+            <content>380,932</content>
+            <instruction instr-id='273' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='7' end-row='11' end-col='7'>
+            <bounding-box x1='487' y1='355' x2='529' y2='365'/>
+            <content>410,833</content>
+            <instruction instr-id='273' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='8' end-row='11' end-col='8'>
+            <bounding-box x1='550' y1='355' x2='592' y2='365'/>
+            <content>757,342</content>
+            <instruction instr-id='273' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='9' end-row='11' end-col='9'>
+            <bounding-box x1='609' y1='355' x2='650' y2='365'/>
+            <content>681,281</content>
+            <instruction instr-id='273' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='10' end-row='11' end-col='10'>
+            <bounding-box x1='664' y1='355' x2='723' y2='365'/>
+            <content>21,998,882</content>
+            <instruction instr-id='273' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='74' y1='342' x2='103' y2='352'/>
+            <content>60-69</content>
+            <instruction instr-id='276' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='156' y1='342' x2='209' y2='352'/>
+            <content>7,740,932</content>
+            <instruction instr-id='276' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='223' y1='342' x2='276' y2='352'/>
+            <content>8,915,681</content>
+            <instruction instr-id='276' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='301' y1='342' x2='343' y2='352'/>
+            <content>773,533</content>
+            <instruction instr-id='276' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5' end-row='12' end-col='5'>
+            <bounding-box x1='354' y1='342' x2='407' y2='352'/>
+            <content>1,015,525</content>
+            <instruction instr-id='276' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6' end-row='12' end-col='6'>
+            <bounding-box x1='424' y1='342' x2='465' y2='352'/>
+            <content>252,188</content>
+            <instruction instr-id='276' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7' end-row='12' end-col='7'>
+            <bounding-box x1='487' y1='342' x2='529' y2='352'/>
+            <content>326,141</content>
+            <instruction instr-id='276' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='8' end-row='12' end-col='8'>
+            <bounding-box x1='550' y1='342' x2='592' y2='352'/>
+            <content>462,520</content>
+            <instruction instr-id='276' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='9' end-row='12' end-col='9'>
+            <bounding-box x1='609' y1='342' x2='650' y2='352'/>
+            <content>613,319</content>
+            <instruction instr-id='276' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='10' end-row='12' end-col='10'>
+            <bounding-box x1='664' y1='342' x2='723' y2='352'/>
+            <content>20,099,840</content>
+            <instruction instr-id='276' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='74' y1='329' x2='103' y2='339'/>
+            <content>70-79</content>
+            <instruction instr-id='279' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='155' y1='329' x2='209' y2='339'/>
+            <content>5,033,323</content>
+            <instruction instr-id='279' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='223' y1='329' x2='276' y2='339'/>
+            <content>7,049,276</content>
+            <instruction instr-id='279' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='301' y1='329' x2='343' y2='339'/>
+            <content>435,122</content>
+            <instruction instr-id='279' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5' end-row='13' end-col='5'>
+            <bounding-box x1='365' y1='329' x2='407' y2='339'/>
+            <content>642,775</content>
+            <instruction instr-id='279' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6' end-row='13' end-col='6'>
+            <bounding-box x1='424' y1='329' x2='465' y2='339'/>
+            <content>116,067</content>
+            <instruction instr-id='279' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7' end-row='13' end-col='7'>
+            <bounding-box x1='487' y1='329' x2='529' y2='339'/>
+            <content>122,989</content>
+            <instruction instr-id='279' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='8' end-row='13' end-col='8'>
+            <bounding-box x1='550' y1='329' x2='592' y2='339'/>
+            <content>229,588</content>
+            <instruction instr-id='279' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='9' end-row='13' end-col='9'>
+            <bounding-box x1='609' y1='329' x2='650' y2='339'/>
+            <content>235,166</content>
+            <instruction instr-id='279' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='10' end-row='13' end-col='10'>
+            <bounding-box x1='664' y1='329' x2='723' y2='339'/>
+            <content>13,864,305</content>
+            <instruction instr-id='279' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='74' y1='316' x2='92' y2='325'/>
+            <content>80+</content>
+            <instruction instr-id='282' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='155' y1='316' x2='209' y2='325'/>
+            <content>1,857,333</content>
+            <instruction instr-id='282' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='223' y1='316' x2='276' y2='325'/>
+            <content>3,545,878</content>
+            <instruction instr-id='282' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='301' y1='316' x2='343' y2='325'/>
+            <content>138,000</content>
+            <instruction instr-id='282' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5' end-row='14' end-col='5'>
+            <bounding-box x1='365' y1='316' x2='407' y2='325'/>
+            <content>338,819</content>
+            <instruction instr-id='282' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6' end-row='14' end-col='6'>
+            <bounding-box x1='430' y1='316' x2='465' y2='325'/>
+            <content>45,313</content>
+            <instruction instr-id='282' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7' end-row='14' end-col='7'>
+            <bounding-box x1='493' y1='316' x2='529' y2='325'/>
+            <content>52,006</content>
+            <instruction instr-id='282' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='8' end-row='14' end-col='8'>
+            <bounding-box x1='556' y1='316' x2='592' y2='325'/>
+            <content>71,673</content>
+            <instruction instr-id='282' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='9' end-row='14' end-col='9'>
+            <bounding-box x1='615' y1='316' x2='650' y2='325'/>
+            <content>88,032</content>
+            <instruction instr-id='282' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='10' end-row='14' end-col='10'>
+            <bounding-box x1='670' y1='316' x2='723' y2='325'/>
+            <content>6,137,053</content>
+            <instruction instr-id='282' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='74' y1='302' x2='90' y2='311'/>
+            <content>All</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='157' y1='302' x2='210' y2='311'/>
+            <content>90,057,499</content>
+            <instruction instr-id='287' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3' end-row='15' end-col='3'>
+            <bounding-box x1='224' y1='302' x2='277' y2='311'/>
+            <content>94,823,234</content>
+            <instruction instr-id='287' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='291' y1='302' x2='344' y2='311'/>
+            <content>14,392,149</content>
+            <instruction instr-id='287' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5' end-row='15' end-col='5'>
+            <bounding-box x1='355' y1='302' x2='408' y2='311'/>
+            <content>16,622,916</content>
+            <instruction instr-id='287' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6' end-row='15' end-col='6'>
+            <bounding-box x1='419' y1='302' x2='466' y2='311'/>
+            <content>8,034,129</content>
+            <instruction instr-id='287' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7' end-row='15' end-col='7'>
+            <bounding-box x1='482' y1='302' x2='530' y2='311'/>
+            <content>7,581,802</content>
+            <instruction instr-id='287' subinstr-id='12'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='8' end-row='15' end-col='8'>
+            <bounding-box x1='545' y1='302' x2='593' y2='311'/>
+            <content>9,619,653</content>
+            <instruction instr-id='287' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='9' end-row='15' end-col='9'>
+            <bounding-box x1='603' y1='302' x2='651' y2='311'/>
+            <content>9,965,622</content>
+            <instruction instr-id='287' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='10' end-row='15' end-col='10'>
+            <bounding-box x1='666' y1='302' x2='725' y2='311'/>
+            <content>251,097,002</content>
+            <instruction instr-id='287' subinstr-id='18'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='72' y1='416' x2='136' y2='428'/>
+            <content>Age Group</content>
+            <instruction instr-id='159' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='179' y1='416' x2='251' y2='428'/>
+            <content>Proportion</content>
+            <instruction instr-id='159' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='72' y1='390' x2='107' y2='402'/>
+            <content>20-29</content>
+            <instruction instr-id='164' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='194' y1='390' x2='237' y2='402'/>
+            <content>0.2650</content>
+            <instruction instr-id='164' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='72' y1='377' x2='107' y2='389'/>
+            <content>30-39</content>
+            <instruction instr-id='168' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='194' y1='377' x2='237' y2='389'/>
+            <content>0.2046</content>
+            <instruction instr-id='168' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='72' y1='365' x2='107' y2='377'/>
+            <content>40-49</content>
+            <instruction instr-id='171' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='194' y1='365' x2='237' y2='377'/>
+            <content>0.1477</content>
+            <instruction instr-id='171' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='72' y1='352' x2='107' y2='364'/>
+            <content>50-59</content>
+            <instruction instr-id='174' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='194' y1='352' x2='237' y2='364'/>
+            <content>0.1514</content>
+            <instruction instr-id='174' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='72' y1='339' x2='107' y2='351'/>
+            <content>60-69</content>
+            <instruction instr-id='177' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='194' y1='339' x2='237' y2='351'/>
+            <content>0.1225</content>
+            <instruction instr-id='177' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='72' y1='326' x2='107' y2='338'/>
+            <content>70-79</content>
+            <instruction instr-id='180' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='194' y1='326' x2='237' y2='338'/>
+            <content>0.0752</content>
+            <instruction instr-id='180' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='72' y1='314' x2='100' y2='326'/>
+            <content>80 +</content>
+            <instruction instr-id='183' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='194' y1='314' x2='237' y2='326'/>
+            <content>0.0336</content>
+            <instruction instr-id='183' subinstr-id='4'/>
+         </cell>
+      </region>
+   </table>
+   <table id='3'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='71' y1='224' x2='136' y2='236'/>
+            <content>Age Group</content>
+            <instruction instr-id='202' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='179' y1='224' x2='251' y2='236'/>
+            <content>Proportion</content>
+            <instruction instr-id='202' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='71' y1='198' x2='107' y2='210'/>
+            <content>20-29</content>
+            <instruction instr-id='207' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='194' y1='198' x2='237' y2='210'/>
+            <content>0.2834</content>
+            <instruction instr-id='207' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='71' y1='186' x2='107' y2='198'/>
+            <content>30-39</content>
+            <instruction instr-id='211' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='194' y1='186' x2='237' y2='198'/>
+            <content>0.2188</content>
+            <instruction instr-id='211' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='71' y1='173' x2='107' y2='185'/>
+            <content>40-49</content>
+            <instruction instr-id='214' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='194' y1='173' x2='237' y2='185'/>
+            <content>0.1579</content>
+            <instruction instr-id='214' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='71' y1='160' x2='107' y2='172'/>
+            <content>50-59</content>
+            <instruction instr-id='217' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='194' y1='160' x2='237' y2='172'/>
+            <content>0.1618</content>
+            <instruction instr-id='217' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='71' y1='148' x2='107' y2='160'/>
+            <content>60-74</content>
+            <instruction instr-id='220' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='194' y1='148' x2='237' y2='160'/>
+            <content>0.1781</content>
+            <instruction instr-id='220' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c38adc7a88e00d3c178c5defc621c1868f86ddd6
GIT binary patch
literal 25172
zcmb@sbyQtV(k~o5xVs(Pf;++8-QC?exVyW%OK=DY!8N$MySoLKk7S;idG4L}UEln1
z*W#?bcXwBHb;+;0t00pX7NupRV}T*-KZz}X;Q%lI><leoxVh=2O>E78<^az37Dakd
z3u~Z>BY<Ai+5l)GY+__*Y{JV6;{<dxF|dJg%Zg5ual&mv4mp2Dcfun}gPyow%T)UI
z#hLop>yupz=L8xp6*3upaaHddubq(}h`E7woemi?J&xPN>H*}-F~E#f{58{;V7!Iz
zS!i(c%p^4=ba-_v5l<S9C9?~4lq<x4=A_86XSd<0K}l4~oLv3$bl$~y5U03`^4AO+
zn_nl@RfAAoEA`}r=pkyJ79HQ&nbJ6|7jd!SznXX|A}3a#RHdvhtXs~W$qkL_Wv^*`
zvpD_4c>cD{9qVsAMog>e$PJ5|LOwj!(qJ}U(-tg2rNrh;Ko|dLwf*zdA^@zlsD0kE
z!pf+ku1?~9h@*OW8R_xzpvqdCQf%(=w3$qO7@V~N%d_sN%G$_b4>u2`*ACneIv<|A
zszN5i2|YMR)oWoo0@Gv3F(OA%JgQhGAxBl*LzC#x0#-tfiWG;cRb*-!MnaB;l*fkX
zkSbW1s9KAZrz-BIL2zmsBjKH<$T{=x4G9v!qS2^R%k-iOlZ5IN@n%V)O9y77mftLc
zi%Mxpd5YsW8q@1^{?6l*jj6TT`xL+1-Up$f;IlJ-uR#AJ%aY)f5)5?HY1HX&`uDc)
zaW_eV1?KL^d9i6r)z|iis1X^u+25wBB2_Qe>C%>OEE`#lEK@yz3QnnXmYny?Do&ns
zE=>YzEej_WLOena^ULT;T6D*|ecDyZEm~(oB04M2E<a~tKEpL(+IesWhZx>mCkXCL
zyI8r^&onsTw%HjbQLxaLa}hyV8a?1uI{W`pnWc*(RxO!vRmo21`Ccc6preu3UbO^a
z7#L5;tTHCBqRt0VU#Y97Ue#m?a)etUD?zlX&KK+qOWS{|MfB)gnqo)x(0|GO>@cpU
zK4r5+5)v7qO9F)`<_LGUzgl)+`c|__YSxhV5>E^Kp4PBMfu(zHu&{pC_p-UYZPB^5
z4)5#v`n<fo`D^pR!p+-<hr1mvmu`H2^WN+A{sP#HzjCt+`~gQFdTo~G^~`iZkTB04
z5et|O2yIEkI+K-aERDoMkZbJOwda;8oqs9~-R?QYjPJw<lsH_pm#ke4C0z5qe=Xg7
zdAc){XAGjk$;p`5j_N1ectDXxGff|JZ+UX}a&>()F|JJ2v$Z8>LZF$te;4I(b946^
z#1rAI$=8iXz^Q9|Q}glOjpH?wtf+o^JGS(V7Y|Xcr{(&vyJJOqXcIO`WxMwI;rRIF
z(2<!F*ZzEq<782$XO!>Gca3NozCU&xjS~cAEjColx+<_MkKhf+wLjjPOI=Q4Y>ysp
zpX`OKQu`G_g*7c|Tx1sEu)bW<vj{D^XCG%s7>Yh)Hd1Lg!$+c$h058-$D_^HUyO3<
zq`NE#PFEPU_WR~}y+xRK8YSbf;b&Y?X^a6=xIFn$mV|HJxL~;Bck@wh_z_qO0T^;L
zG{LT?eqR^J>!I_}kfkf_$BaU>vr2<QkX0q2Ksl%O=v!XSeF$cQs<Ji0Bo;P;VBr}<
zw2^c}rQx7Bw}VruQEAw@@Po<q;uX|_q{-9euZd&=t)ozfngUKlKLvv%#tY#E#-UU@
zauG3?=U9u(5_8aN7e$l@|B`i^LT9y%bf0ZffHFw_R8;7!DQ}+~38g$?(izJ}X<$><
z?u-_6<)t1dTeIOEe2<NcJR^7%2hW}e4_l5Yu*IT@sT@c|k~~3Wy40*e#N3(+ssc|!
zU1unq7{*o{kor~4C~6@yR@>evDj=!m$7D}0>leRek^)=%c;6K6m<?6!;FI9+QFq+n
zSPY3H8hV#5<g6PS`T}&7n8$7@05k_?s|D@6M<hv^U&FSxiX%vGT<ADYG7*P-Tvv`4
zly$%!(J35K8FA-nhEe{=kc=a-eIYV3MU!9(t~R{vdR&yfI~*RO>QCgEF~@SoN0gd~
zvv^LlkpS7H+B=8vjj)tyj-oomQ+Z(way1nonsB~2TR66ZImt%{4JQrRW)U;rX~$7j
zU^N&P#dHB~G>dE1JV`aQ$b3QJMR;C~c4eGSpDsMa7l*Tn0;q}<el#FhS%bRzWOSBv
zq%1K&hjhIlh+qm!)~{AkU?1oLxhwY_nt-ImO~(GS<CewrikO|lpmXM><d*35X@bvO
z3Vn<SPxt47l8C*}QMEyupDVMh6SvAhIleH;#37OBd&*vF@^GtR-(qJLd$}MSE0WEL
zUo3#)K+Zfqe&li|PUQ+^Dap&A8O-rZtUJ>b*x7-pp_qZSyW-uAGlv;K>OV%)jm<Ps
zN|$JjUxwfNBtn*oRG;+7PdgeUX{}64l(oZFZ1=^@tL_JXWvik%T8_Tu&uho4XkXgY
z&&r_{2^0>)gDpc=^4XUhdKF){t*>3G#w0n3bd**Zu&WqU-5N9-DoeOf>C+!2zl^O=
zMokQ~bmQ!tTM=$%iFqw;!BK3jL991$7dPP#CM$0{>8HlIIL0^xfvln4XX#Rye+qi2
z_PG`J9d8~pNyi1v)n+OoL<S?xY-n!fxIwxgmKmS98dJx)Z4u+nh{JnM5{Mv1OQAsu
zg`zk0QONtT$p)JQ%By7myd)^GMNp~OzxkF%jt5hfgP&0y0~61Q6<MKn1YjD80PE*r
z5T_RULG8Afe^@u3bp6#CE5a>^1EEAvc8rO5I?iX(3Abjv>^VkvtpF0biTk!MH^;XH
zPi`Il>1kS?@N3WM<}U^>4>xWd9;=S^^VgV;H!xjlI587j<G+pt?{B}462A`+zn@GD
zY>Y5}wK4wZIfL=PI%p)T%A{tpp{+itwd$O><O%w9NwG7_lv1RBXSBi0rZb*c80s2`
z2aN5^-yMQQ@wiM8(06hldat;yC-Z_rlK}Sib9Zg8dY-~MMdeP+<TD5RC3e<c3Rk*f
zgEcS&g!A1pepDg%2Jxo^xyuq$x+GeljYlAw8k}H4ChalAP9qVDu%=g^>0;h>@OHku
zv}s`fG)O?wesE#Zv32V#N6fZ$ZME=cMQ?~;PwrDw<+G|bt04!0wg45eFeK#_<qq{L
z+2qzTX6s8Q$rm`eRs06`#w~%Gf`yp0V-TZ~Mtj7KR;wscwYj;!+p{`!cIgk6q2Glh
z%rZh5e(JLNMef=CA_{izvf!@D&bnA4?FS;-X22Fh`Vxvp6`5&qUQ!E>lHjoE$7=OK
zur*s;g@Cg;T(Xw7%j7u9k-aw0Yclb@A~|Z!PnDa1r7H82M~)(&Z}bBjgx%h-P$l_W
z#bq1?Z6>E0)PUSP!zyPK69dA;#WXNt`ao2zjf_U9u}t0)A&GT;0Kz0O#YF~t^K@<M
zQ?+STryJDbEP5p;UKifaQ<joJub;P15<d^-)68e=)HfnUG>xulO3EF|`VU*KvdgTb
zCs+)B#*?OL&!4n7(>7cu_eO%W90fsQBCTI$E1$r?XOu5%koWR7ef)A>FZ5}uU*jXq
zWYS83l5KIPnsBbph>p4#=hy`_e0xe(%4eUQS5Ro-$8H3zc|$HZaN-3g<tmYiG>`Vn
z8S{n-T06;S`;9z~1c?5Tul+mKi(~Og8P?k1KG8+q4t+TY(Y%7p<qr~rtFT80HgZ_Q
z@QK6~I`<@p$261pQn9Fv8LyYdITAu{f<E-TvOgK-<m#(;1z2!}V|sKY3c0)Cer2S?
z)x}-od~z&_i_EGSH&5-`Z_sn1XHX5{@tfJ4KQtQOW?<Fw5~D^Mt<zsuOKc=s4GC1i
zg-_~aHX9NkJ|2>RC~nJ;nQaWa<CuMhxsLH>yIqNqa?}(Uo?{IqBT)U0&I2Uxfk9O@
zT*Y>?TXEmSRI0hAzk2>|s&QU?PionPV{S}>6IA?7K%KVzB9Zfx$$Z1YlG((^)!kPI
z*bR-F)U92E{*q63o}^j#QNi3}AI@;qUmRMrdEagP-8%BaCwV$JjK_i6$huRFg8SKp
zmj@HG{wz#UYfal28Tg8=+won`(&(S3dUh~)_q1Y)o?w=w)t2;-eQc~F$D?Xi?VT$*
zD7vFn=Nw!)`neb8_1@p1aYrOa+)0x836>?1dUVx#G3P1w5Cq|pvj-kj2!13y5l53s
z75`Y1I)OtNbgQL@PDBsyI@Id9P}}xImh9^;cym$ox@&Bz@5J?Ng}Tg&JG2XYTIBml
zzdbx=Kk0x=1$|(Mu|dED(K<cpE_srY-)5^L9dK`qFR|y6%}7ov-q%MtSl^YF0N`OP
zQDDN_Cr!)6qLP6!5)H7nCe@IHA|d|OMvtM7A?)5k8KYxJ0fW1b<+@oN2SNP8Qg-62
zsNUMmP|=S$xHR+?q=~ey|9bbi<er0v;9>joZV2u#xcXk$GV3EVyya=B_~;WCogWHZ
zIN6hZ%tvq2eY#UM6Xdap{%nOG=*>}gADowp7S1Xf(#0Oq*ff~fOx=y6U4QPlKEJ^F
zBWqRu2VDNa!QXhv$i&S0PrPJe{*QYZ6U%>fF;kVX+h#**dr})=1hH1tyM*$P^rzht
z!ZbfNqC*qWSdlDBK|5{kXlE`$8y2tEz1P<wHCxMczb-qEt3^Y3j9M?ydcIQ2=$xeO
zHmdFac_)J78>?3kxQ@_38_W_Y)D|YDG>{0+2C;0Lh=#DbMMO)0xNdI5Xscb^0yp=7
zx?H&_PfKtMMhVsG45>Vi``MnS)6ciT+?y=b-nJ-YjiYo3<L#<YyGa*Dg+?G>4SE=c
zBkU)&UJv!?0=d)`l18(DvsWD2>H$gC>_pIZ>*F4Nw#<QciuEE!-E_Qwsy$B$i@mr1
zT51)Fm%Qj3%-9Nfbg9r9urX2qCk74&dQAd0z$$L#%Pr_tuhyG^t~92sG)umsGi}w3
zVUT~>`5t^jm_Pi1+!WV2zj~#iSMP^g)-ri}n-Ht-U9I`lQ}9}`Wu20i;_8`KeZMkW
zi?MN*5>IPOB`^>vDi^vpqXepxWpmYE8!|bDyZpc8Z-F7A?K|r#vH~f?&7)8fTtvxh
z5J9Z{yXKTAJz*WPTWMsFMw5-Z<{r?+C#H@`X!(fF!aK<$!TSW;sX`_3<XiggzXvD^
z_9JTy;#c4EZVb;0Y%&HSw0XwTKtl^|(^`({=CO5$)=%`rSe*x{yman?OYASA(!f-*
zioC7H^1zg5uy5wae`i*u1N+w4SEAg+PiwhpdRBR2tX5#ZZu}hjjJb@$vGV|V9n+<D
zSN^&p@dRB<rSFmrl4NwgJmJHkx$PM+=RVo_)6F|7tbn{>vI2A0qgrJ`FabFNOLRrZ
z*>(n9xzEvqSB8(a=qIUvR&gQtkLo=Mh$LFfw-Kb+uOb_=E7Y<|=*}7FpVBGk8kwKd
z0Z9b*x2s5ko1~xhxGZD0Xq&~|iKrmid+O@62a@q{K!d-M@Zs$g=5q{t21XqS$?b_~
z#6qMks<PZMGL4}NR{W@%@nzq0SGB<v1^WfndR`?Eoj5+b{j9sWm`fAMpc4z>P=;99
zRoc7XjuX!8#%LC9)C#Ub0;oLUFyPy*n6_ai>5osGA857a8;OKG8&vIbUSPIwJyt+M
zklGpO{KWE1$|u9EqaV%128gO;Y)asIG>OBMIQ!+Wm+-7Z!i&}|4p^G>1d$)NEoCw*
z{BY3TX{)&i>A<|Oog_(1YnO^FU?IC;a}xFik8Kg9Wa5xJ6Swb$S1j=~?qbA%$DKyx
z<^Hvo*w@?r^>Np3;ruQrAyLX{bUBg)gj>vz&(euZPJJQsbHR^C^q6}a6PT3PJ$bEZ
z1!%m*AISArDIvG;9>F=X)<|&$wh$z%w(7jjBCi)7X*!Yjx5zf`#29OIf?AKYW|IC&
zdr(2hXVLVbKXdON2;Xl55dQ%%e}Ll;z%Vdz{1af<|BWxo?)E11@&;xm^fD&K76yWL
zZU8NY_ilDhCIA~FlMW2Mq8;!(3j|<zALVFb3k3WIC&l+>6DK=oM<Wxb_vDehqn(kG
z2~dmvJ-q~=S2l42zSD`g0mYR5kTSCVgGAKsot%;F&&PW{iC*aa`<<f`;P?4Z5$3(=
zp9jYOLcn+7ehc~kL_ntBD}G<o9|4&d|0&JC1^jb@{kw!rOz(q!tMz^L|C<W`pGx?5
z6*Bz~D*Ur&{9VF-?;-CNc{eiPkCmMO^imeaP5>>K-zrvwVf@GA&vF!DbO7&5cK&VS
zzZv8A%>P*FKYJP9GlLe6PC&pPIRNz12LF2hn+^X(_Sf`620#OAJF|bv@s}IPIRmXN
zY)za1e=ShP1ZZIVJ`%w6=Z5e%IT(K%>F+B4mxIC33(C;T+Bw=7Si{iE$;$v3Vd#~m
z06<6Q_q63dUFzS<pjTvMfce8s@o(b(UdvzH6&V>}82@;|`%q>W#y_IIzp}tE{@I5A
zP4&ld{zdhlT>tpezxw}cuKz!>{;~i6#Pxp=@NZYIe`Iz4p49zk)|Ziug_rkV>0O=J
z&j>vLxDZ#_P24!KPy}SDW@B^ZZ*3nK$qhdO1Vh%^`4bTEtsgFZuk6+k8@n<-J|p9`
zQwFf9LTIjH#OW6-s;jc+!Sxl=U}GL)pPx^4@Z|uY#m`?TF}KF|G|7LB<ta6IgrgN@
zhdZl~aaBQ(RJ^J}F&qjl&J|eE6C-~adUQ&hJlW)i{t?X2hEe!aoK64Ji_hhl8H{2r
z{e_a^-EW-uKd+sC%=MQ_1Pz=_en&FBf|#<3kT8w1g^h`mtck0losEI*pBNW5aWZnW
zum{>X0^U*NJr3xV?Nn?ne&@LXOn<=WA3^<_%R4Ik_H`k114jT0=O17H^UlgduV!Hk
zG<VVhure_G{r3(@O3sGB-@vN;?t;IA@82Ht$C>_bLEnSU(Za-$R?yDc`0q3Si_JR=
z#=r6S?S=mfkN<}J|HiK0%lx-W{%A<nz{cc%*Pr0~Hlg*7>a_1_XJh67u(7l1{Prs|
zCjc8OD+>b*y?~R^@4e!^;~nM=?8Qwi%*_A#{5{j}zIS36dWm;TurLy^HM4%-Vczuy
zG_g?yaK01CSU5RZ*qZ%OF@T+&{U6}`?!qQa0H!~n^>2NU37VK$*#2`v;sThyj{;Es
z-iv;(>^IGCZRs(wQ^EWp{Y!QK84oaj1q362nVIR`z<(7*7}=OO*#8zFr{3=Ri6V~|
z+ICYnd9-T7iw*hOJWdTVwUUxr)u18>`EC;|?#qx<MLU!!vk>#R%IfF1Ge2RI<$Gxl
zsE^BAbR(-9kNs(?`{`)bnu%X>((gt|MSNPGp4wlwpL$wHMy|)WuUD=|S|!AhML)s|
z;3A1seZ`>9z6`ZH<HPrOjX`oRb$1Ac51$XQ%jX(h-aVW<o97Ed%Go>(&*(^d+jIXo
zxsSxeJGr(xse;;40h%90`;jU>hTpCwgzzZn$?mgC?0I@&s2MSE&3i&)6&k;%Wamtb
zGPUa^Xsr5R5$Dw%HeVC@qdU)%cO`oMjfhUp*A`~B-OiPj!3hflkLDTw3~x?*KHU5|
zIoD9)Nj0-^M<QijJfdZZRfBI&a;Ic^#4|8A_1DPrtoSng!^pQmJT{c@4(;ap{0&&h
zwV>BfFA6NpQokPJn^p;L^1?xUL!pvk;7BbijYw=D73ImBLH9S*2B{3uz)S*U1&l0+
zvIS|%vV8>DC-tU|4`hHeZGmeduG4zcp@&8{t~Yl#8XkV_!g__iCFfIjhoLuiH?VmO
zDHszH4N;mF=xs^1CG!)w2edbA&Dm!Ko(H;*xQ|+oq~004a(YEI6YK}eH$0CZFKIq5
zS>Pf->Z&4yN3ymkU5T1f_Gz0NwHw<<z-ejh#LErzBh(|Fw|~2|Ua8$=;0@AC*lV`W
zgI+=&da?p@wzQN5=eJ4AM_3P#wlG~m_9>bJ3=h_}lr?d?;>PLEhix~!j~}9^c^{Eh
z#R!XIr%Ml*Z(?ucZd4x0y+dDvUz2?V-vnYO#t-Ljv>xR=(A<)sv88}i<AwXvu!lbZ
zr@Mf26)Kc<A=ing!!ciy2ZKkdmna{Rj{Nn>^R625e25S?A|&?N?(v>Ub7N7|Ll5CD
z&D@C^B#^3h|3}bA{F&5FX~7!5#Y0M{XmA=IT84IXtT!|)F$hRuB)4aPK8`c*w6K-m
zuQDfrVjv~)4l@_*(fFZtSx25z-fO~G@FUF<_^<hur5#*#12z8iP?)@^Vzoj>q{VXq
zPVn7ABPXaB>WcW?g>wHuAeQjii-$lNmQLjN?sATRsso1x!ch^|0<H!mooLg1Fmnp=
z>Bw9ND%vuT)#wNZ5OpK+p&poKkT(A@euEnjt}yaK@*4yK7$A-U`@t#BJ=PI9aIjOi
zQ&Q~L0Z0QP)P<ok$c43Hgp}X)p8pFaq6~qX&xZ4l76@-Y3b+%&uON>!Ln4V29yd}f
zXjOvaaCp1epx^RaE;#Rvlt0FQ3+G(u^PfE+ZGdVE$o!BI>ybP!<0=2abk+a*;?>_3
zidQ(6DM~r-1{Me{z7l$y=%`s^je5(2P0LS!^@8mIhS;NeM3Bb9V6*{w&<5)*D><Mv
z^U*OWkJFs28E+MG&J7)3P;V1XJJ_!4^M(iVn~*!cv6UcW1H#n-t$tg}gts~UcSD*%
z5_kP7ZWajI;JQ)s&ll^_x}7pVAkO<cikFjzjHaPN5Tmf}k?JRu!y0fqF*_g#^tL2B
zK@e&K3az;#slOABfx&wpnBIVTAn&+AoxGwyV#oy_^ISRA`{*xru7VNzeX=O~z&ZKF
z90DevpaEkQLDw6P$Dg-n9TiodKwpmfIEe&IEx?AN02|=RtWOWQl-VieT}D`~CNQjR
z4N05j2BI7E`NGtT_N?D-gFVb2ErE3hRlRC_s!{!00h~0LB*~=PhLymuJcZlFzWynV
zz<SGM;(-M>s9di}-ed*Co0TJqh2JrPqhBl7u`~1Ma&6$rMqLN~laD@0WiVt|%dY;Y
zXBSNFRy?2wtrbS>;tBA8aRtB^bSi^T^~Bc^)Y50wfyX|H{WRiI%bv^`A+~66g9l6C
z>5yl!0UBQl511z%SVvF>yPQUtY{1z$4xxz}6WGs>K7a{JrI}=F0K4&l<B8T4u<Jp%
zC;L<(7`KSH(gHZ5>s9M?25U!r!{7_g?K|JBc@T-%$dE1{1S-mzCLlNxX{#k-4pi)r
zaHV)0dNhMnYZ2A7bs-s9^VfB;YAqJ6n7GYxEOIO_q};Ad_V7u+<nM;M#^f6n#%BAR
zEE#q1+-`PSfVBa98L5SK0q>!^3y&1IyxELNd`WbJ=7G>gZv29WTFKwLZv-nWMCE3~
zl@q+*$x4_DGq3m~WfR@r-5&QW$cksp&)0vvA9G{)l69+@0Jt1;-i6rp%c>QzTJ56c
zzUChFnbRLYj#ki=CQXdq3z0FGs8N*uDWD=SXyb_7U<!<&Ir4<ubFc!4MH^Cil5Yio
z;`^}pZ1RXtQkkSutLcJstiS&i>_p_2>q(bN9w%9LS9RB+2P?3rcBXd7zRjR?lcYzX
zu<OUff+=_ZeZ2#q3afthT;QCC@|TJMhabt1y$hQ==9~!csVZHcRF@%SeGsI6>_g&I
zOsqV!52{^}PqW7c0#~A!l+ZoP6&76q#1P9;44n{|8<cyjmjtgd$py+4W6p?AxUY<0
zLk<=P>Mj{uKz5B6`0|UDISwc0IfY!etkY|!-2}_7>T|UtjXQGsq5u<I8*Ig+p(DQZ
zBgti=j5((h<vI!9!VAH!b?qJ14hna2`-rUwp*-vZC}G#U;G7%5xC!cjMsKhyf8Ps8
ztXSwJ&P;TTfbBDb5AGdF)Om^PraLKWD>{Y756Bq6__W|NlZ+VcmON8@R442pa(xo7
zp_{*|0i4E`oH>5U4-`X+ORkWBTF`3pL_jI4Ae%e%vOI4y!qrP^Kfxxpmb=a(xPuEW
ztw^Li8CN1VY|B(~oCU8Rt2=UizBf`}YM!Jc50{xf*sZ`?F5*LCo=+=`$_Cs(iaTK0
zV}V{Yfp{R8#{al6?k(59ay{tHf6kD(vhu~8X`3XqPIN%JD$bX^Ygfpudv)|cvWH-o
zY$oa&$#Bo8Q81|^cr1Wt-+O}(XEwl#X2PZtt%yy?R2PidmX{5;X|wqwPb4%KrZF$X
z+=Cz+F4OrpunK-5z7vIOeK{|j2dHYHUmGnVVEc&Hf;3RJxEx^4c|XBig<emw4+6bk
z4U2=bN|G3$b{0x6QELfbu<Zg`d2rjHAIh-y3*|OEK9F*WxMSHE*9e?t@!BtT(wKuU
z6n^|P1KDywG!y&^;*u$INAgq$VLaa{y#)VxrsZJ9zXcM;p6dwjBmbT^xD7jXoF`k}
z<&aC`GS5p=qLp06p5vUd8s`a{m5GSEhQ;6vRU(DVryPAMY8K2WLUxyt1BC~7l2An4
zjLbwHQW|EG)g)6E$|#g5NnBcHt<lTyDhIYnCQldajz+h<p2Vq19Co4kkuDAgrwV>%
z#6BRH>61g6E&MbsqeDy+#%xM*1}^R1{WUy>6Q8cbk)t2IU2Q|!b|?h5UZ)m#7KFV4
zku(GQo-140_K(>WtlY)vrn<UsAOojE;x&yk6^ACp=4u|0e%K#=UVmC`v0tN7|3F&f
zutXOyRnK2`Z!RTd<dszHFNIY4GnzopYxB!6E^Z$h#`mP;K8LpXDGad`?8_4r|9~Ti
z%pdu@wrJKPKGpC`#%n6gzS|}*oMlztNT<y%-N)1kN^>yANE*TK*?O<%@Q38qKri!u
z4b#iw;|sB~?LCb?yKMJGj$Yc7(#he|?l?=qPJ|_HrB~safo>0X2FXN@c1CJ1)N{ws
zgNK+_L(NM}%YI|I%9&Hy`!UGWGu7mvLc?Kt)5oDXqqV^9(cpRBDZtV^+3GOpC}rUF
zh$R(SYH(7$X}(>swpzHdrw}MMB<Z@lV`;j|N~#6L^i>f=B?ekN&#BBJzJX>BMPrYj
zqjyx7S-gG)l#A27m}^qB26bX%Ho!o21?u&pU*=a8u2YGCFG4P%T7=W5y=Xn6i;mrk
zb*MYH8v-GRF}1KjZb{?3E;rDa)TG{0*<BFBN~qX?sM4^f^7^S9ACyMmep)`rb$+nE
zmfUay41<pWk?VPh54&Yx=6#4#s@0w83|k3e6OE+iR#9^7iCk2a`j8kKsp!s)Ds1m%
z;MNy=VQ!m(=hSRwM|Gq91`dJ;`VbYHR*Smg!x{A9(P&&P=VdlpY+z~h=iM{}1Dg+U
z1ZF?=zi?uFY!jhLxkk7zMH_EmdDJrNQ3S)@?m0@GW-Jm39KfO$7kJJgqPou9P0zxh
zVGFyz`-M9V@Do8~8;{y=7@Ipvx#{kHvsZlUMCO%Z8MJ7Yy|f?;JeR`(@`<;OM5BS5
zqDo9BpyRTaAmU^~4_a>brDI%=L|5VRynx{@ecHnt?rQ^b>a^Fj)Uj^9zWRG-_Vt?S
z&Vfn-w=7Jyn%30aDv@c21=hu4X@}BF_zo%bNZewXu)Psl<UZzrL31ywbiM{A?SH*S
zMn8ubDWJ(KdE|`*V)Yzery-!S1Qi`Jh!{MVBYZ`}gV;^<!e`4PX3`3cK5!0C3?c7U
z%7x6F5GlFj%Bs#XeN09$%e#p4J+dda97i~?PuUcxmkbTfW3GQAb=JvMqFdh_7;DlC
zg=X4Y0;UnGol)YOQgK{pXJyu=gY53nO&O5Dh-a~|e7YmRXUl)w?3mmH)*A_LWhcY!
z3@zvPqz~k{iidtZh|sP<Kor=0a0ft}t{kO5M1x`w4C+zq2Og+FSfjmIfoG9#T!ULr
zc^7qM#ImSg$3t52PU)uv6h4RtvJzU<?vcRHdHo-KqhdIfe>xpFctqCW@`vdmveKvc
zggYCdIYN&UI;1*#J`iNQrTK-HZp0!1S=@{z-zXXHL_lJZIdDcDs5l^~F2McYs{Kk~
z?rZ&q!Jm0TrxkbPq&Ab&r*hK^q}XC}ZxzTJz<+gr&4AfgMZ6NU620Ts0F_I}%RxM5
z{76=Al)jmT9YE1ytKgZpPR}qhf$I0L`++sgXZ($%7=|hxd(4;UAW|YLj3XV=*++FJ
zpaLaln`MC9<5*wx!;%O?DVT9sghr&FF1RFC&WZ{LGQIyK-K3c)Y@QB{z2L+?$Rpy%
zhbAB|*0#5STQh5q+tXX1sp)}=06Cw1G>pa%Qqv#%917V-iW5sw7!eQ8ZD?b5yfdSn
zEjs1{WINZ&c{s@Ru17ONzNFI)zJ*^*(-CSN_{}-tv&qdxicVI_Wy?ml(t8m-f(%HB
zt&xNG{Ybr|JrZsOCyaTc=szr``mLJ^et~+k|AFn%B+HziL-B~4Z^k&Y68P0mvd}GI
zt4&HCgZuEJoAw+tL)aIsE!<}`VpVX+HXpWM=Kidoce;QUoNa^mIOL&?itYCJ5*0Ni
zL?{aD6yiB;=MeoIitGg&)#<@okzjOP2UIUHs3y^`wv?J!3*8$(AcFc6PLRgRIxSbD
zEY>-)8&O<f4GRG$&iFw`t#r4VRdA>ZGN+FY6I~(VnOg_uBdB19i$Pm8>Jm-S@lV>4
z5_ye^X>Me`T!L!@^W|QTxgy(X9@H7C+ySA)Ak{$HpM_P=;0l*UW14)8&WJPIscwE&
z{EaTc@{zBxt;0V(;9#D^@@Ae$^vr#5S~HrQS*no*`eEBn1q0uD_f2^)0*M2`H|Yjb
z%}8@=8@}`M5YGoIIqH1rMJVm9D$%=H*Q5rhe%133pC*;CtGalz+#H>Oo3HK{L16~}
zp?MYw9qII#tw<<SJ#(<f87LNL>T9Foe0&)nHnnYZpl6X370W4jN9Y-&l{T#h_EMgg
zJ<&&_S#x1|!9f@l`_(mpX`Y^x>5JU>FCM>AlNDitd%4!!ywWO(c2!TH9qGJ!z*_7}
znTFIffZCD&Cg_-BlX2YPyX~8vL}tTPET`Kq{1TZCsbul#P_YRX3IB7i=eAO&x_OSD
zpNEw`RQtcILboMPC_!WLJ<y8CaG8=tX&UtA_plBi1do@Cs@PL+1S{>YMFbd6Zv-iT
z+-|9H9ymNl+(nGs@tvaLSt3<9RYk$tnB5*PrVKZzAAH%3)?IxxKrYRq*2^!2el9x;
zbno`$#RhriHVWloPhae&+K)4ad~&F^!))RvE_3T`xhyBZ9!wMs@Yv#Y$dTZoGIwB*
z8#ta;6Or#_8aF5KHlvjZFZ?E`S`#MQvC*Mwtp0U^hFCS~yVj-3__%|DH>+husu?ta
z$&w}9P+OTyWk6iq$$c9!a;c{3)-fG1lZ1HVhtebTl+DE!ol2SOypQm(Po(3i8P?E|
zK{v@~sp)g<19!+>TC-}psXn@RUZD5$bqo@X@{UllI{+KI=Xr;MY-Hb)4rN#?HkhLX
zNE1DE<8*{gdYkO>1M51bz-}#`$LhROn~Z1=#W7Xr3QL6<64@gjN1295>2wdSkB4UF
zw0p9x!*6C*($lsfVR*FFLW(}LbT3SNB0k0rw0mAmBoD$-q)dv^2i2F_l;+NnsDjcv
zgS}tu^EqfKZub?jFT>5x5<I2E*Wrl;r~L?=v%6!%rLpE**{XGf-FVr|U+gU&B5+$N
zT*ZCu+nRJh1KRft5S+uZr|9c{xIo^*<hn*qc0EZzMFriI!ql8)(xnwHdSGunfQRZP
zEwm&)6v>R}R1KGFlu4bS6Ew*36^cUc!VnxUDJgFCqTnP6c@wuA2DYZ<ogmBc<fB<G
z4d!Xx7r7#p$nm9$L4@qhU%l<h$`f6*_<2CgD8xhm&_>^4=}?@QQ_W5x?74a<)gF63
zchsigjvokrgQp9xi`aJYlJJzUYg{_JEZ_4Sk>XOhewJrI3#N1Ord+{?@ho_ipIE`a
zNXf+IRv7OPDBtKEi4^k3IuB3V2RF!>-7WtVIHYP@4GTUJ`HY`E8Rj03qtL@sZWrDm
z6`h7zW;GfqsFSm?x<_UZD|dPoq?Rdk`j(K+S?O|5qQF}DIP#ju2~#G8nThF9uou2Z
zc0D?Jdb(>WH({m<hU{!Zk(W$CDf2mo>f<yrtXucAtWpoM?5gTnLpsIyoo7$Jco`3u
z$Oc$*r|u88*93@BslAabCA~&t*=tazYw7D&&R@~680;CxrnHvUS?fRaB~(3B9}{GK
zd+}t_QhNY~t{gK}A%$()pTA(I(as>>0$p!m!e8`r)rDCbe`R<IG4f919wB@51@N+d
zI`CW5L6+?`Lbz|UM4I5iH&8iM44iayf|WkLxhZ=uN6u^`c8?qY41TCu@fgfjKKiRK
zoLq;h*s)Al*&>EECpZTCsg((#Q(A#AbB;r$AU-V{DgfXOLjo+z1rv#(^Jm1HSc0?Q
zYWr8Vp?kS)K#)G8C=`DAIy@>B2*QejJOoS2Pq8{Wi6k8jtkCssS${Gb9o7G-KSOwe
z<ix|9n=2Mcp^p$*MzgzWV4$^u$)j85*D*Yf4oVJcXG7V_g)$3Tjc-lFC1gePXlMiC
zTa<VWqM6au!rf*XN2oo!It-uMFrhEnP2jYYIOHDCw#UlIO1$7EBv6BcaD)@&+yvoR
z#Eb@e4><CCM*6`G=~Kzu4<=Xcqpp$B&yh2O+zSe+5X+u%!>Be=D7ETiSTAVI*#!$*
zA|rzY%A0e*5>pFw$Zi_pUOX&IH>|GX8m7iiP9~q8B0s2X(8Nb5vpQkj%Q&J|OQxY|
zW5zknQB|mOIbFJ{4%%+ZubyGe&%o`@`L=>ln<hY+*T8Y)zi<F?+4Cw+scy+TdLA7B
zdChG=$nH05(ipA}8;M5@DlO{W!iN{0!LzzrE+&VAm)*!cZY}|0%|MTK<4+TCv?SgL
zg<<ujc5+F!qY*Ww#J!5b@b(L`FVv?B$FJ_PXe%GjqQ8kK+Z)Bz6tJPQD4<pZETaih
zZA7NE2m<&?_kIbwHTHv=j^-Jt^s0lGISBB7L*PTy%q{WmZN(@c1RW_og5Kbu>2#dN
zV2A~%NB1v+GZoCpp<<E3fKCEJyYtn>D8TbIcs|3}h7N#`spOb?3V+`!2nhEO^d~qA
zzg1V4f~sZvv8$N!49yLBV(Lb$e~eU$`2FVEErJvrYWTqo@L)(BXNb(}l#g?!TF4kH
z9t;a+$dl^W<HYQGIg1itf)sumVAYnL!+<E5hw;mk#8ln3n~xy3R7-CVUmNk4bq&r(
z`(UtIi-rd<pMlOb`O436>J<3-NY>~8sj>>pBHg{aFB=2u!jXyJ<;|UiKhEqPUQ`A~
z;Y=0~S9YiLqDqNJ%Igi_PAl&W<nWV{P5`ihP~4g>clUr)u@~)kFfu?^28y<TqU$KU
zdap)Q4-8Sd;`bV*o%8K_UGQc7P=&t`f4)<?*9mUFfMC-E#OUj6$z!0|X?GgIjs+C<
zQ2%&S$KyuX4u>Mjy+snTD{48gJ1~;Jo$|hEN7E#5fRkA1pfIlpbo&xm2JK<Z{k5K)
zEixPKo0Jzwofsa-w;nl)nC)ds6tPaOPQ=Ji7Fna1S5sDB<!v!7A9lnu)2=%9OaA`#
zdtG?>KsO`PlvmMLYd_rJN|~*Ee$Q!LPpoab6?&B04aZcg+=uXaej+5EE~)e=B=WSQ
zb#FERiKGyDQVf$k`H-NHJll{!lQ|_$NJt^FIq8tlgE<;bbYEVbdDeYO9yWRbv9SQE
zJmW_OXc<wZ31wwa3hP&$MwrXjF!-Do{4yAoLYy68Iu6>LAj`?Y12h)=rY;s{d7iSx
zFw=mHuU#BY0!{AvA71HR1%cF*->`C~Q@RrmnHuoE<)I${fskCN*$@=ds+Vg)YFJe|
z+**&n&LLc&*?~RNZMSE_(q4gA)*sWI56lkmfOL<Xnz3wo*Aw&;4+o$?qUMh}QFH>S
z1<~fH&2Ty~)%=;07?;uA6%(@uI6zv{0}mirGcwJADG;_99e08ah}(?6>hBZ$J@Pzq
zE&5F0t^ohQ=jOvw_?CI<ea=CkIiknM7o1;(ZRUg?SUdsI2MRY>OR+wY1Y#XRa(NV!
zN(XlbhzAxoa2^;up*do{!ce_;LVAMqg=!NO2dp<-9$;<ZuTg7)c7?7JEe8PbBfW{I
z1Ej|fFX-N3ya5+);4knm`1qo4{J8}r@3jEVM^NwZc0s*DyNSkw&+ml+9<B%<{{D#%
zq8#v<_FQ9~=^U_#U5gx0`&;>LSOhU*8}VCOVTBjw+>o(9w=dkZ{YHNvVH&{Z_(fg{
zb3@DZDP1UQ2S_<!)AghOK+&p$U#<gF+qBdU%w7mC-AuHn<;BhoC^cfQ?qRm)vF(g@
zBhLvo+vaqmv+cgV@M`_Qz8!q8-1?EePwGO^3r9C3bsM7<G&g3v(`@VOh2#o#`>%ta
zyp>xnEB>E<x^k&)e>m$F!0TRhgGbo@7_)_S)@60M_ye=1hp%UU!|8JTCp+2rbO(()
zQTs=|DEh9{t!OvYb~wG5n$FBijAtn?vUV7~=$fwit>a#HD!X3x&CE;Md(~ESyPn3)
z<xBi~HMh_0sO!P!eRmt4mk3^j?Sy=OuH6Ca!A}>q&ww?OcF)DwyDjf~gXfR0@IGjK
zeH~O$g#8^oavKzvO80m7i1!xHa6TA(p}GCOy-*jh_ae^}&nQ0F9RYejYc}UEaqnfG
z&7LuQa61Cme?nb)-qYWEdwulvdyC-fCESd?q`0@cKfh;qg?dFJ?8@C7zr?(kdPaZ6
z@eS<wxxVSUb$+Sv48|J*^^rIYNf4R@h7pNGf`mLlmPwp^kXT5ZZIGzRm=aqwBoW!1
z23z7voEKX}G?CHx6Si1iBB&vGa8a2005}kziX3&2lqp@BNJ#>kip-=aOF2%`kc`cc
z0zpxvTms$!1v6b#miXI_u_H{n>`GD02;f(dKTAToF-E$~UR+aA_z21MAn24dMuO5H
zaedk+BB?<OV{8ps%>fukF3!L#i7{dt37X3|wk<N=f&`Z-0j}`eO5zF$KVW>`{p%49
z3OO<g8RL}DT*6lgdJQoj(J`X^t8>*v_#N&mSV!I_KW%Y3V$4LTfnsBlMPWLU)I^#A
z)B51&1nqEJVzu~+LDn5jNBpLo6@FV%_V~;}+8x#UWNVVf_~k+T9W~?6O^GWaXXJNr
zo`VREgiX2J{4NO`iz1H$wpV~fAp+tK@)u+JMKJ>M*tqpLu|Xr__Zx(J)^iNEKn|%~
z{CXl^T<IY5j>Z+9d(Lw_9)La$b1-*6YRBXX#yz=JRF}doj(sq9P;1BL3c)=UkMumg
zBkpdH=nCY4<{{2Yn3p^^t|Pu9v1f;HN69hBOO%&FFOGgtZO7^g{vpLn>{X(jLTnIm
z2MgN|7)zC(#8fU1#yZ7fS#Zb_Xgc+YE68*jFGDJH$^giLFCaF>ogpVSISGWrm+GIq
zZ1BslAfhe6;PS_q4hN!SOP5Z3X$VT0V$zhQF(><`i2F?ms;XeNA%yEoq--I@q^1WG
zPq1vMt)`gSgvSy;?x8eS<XDN*f%cN{{^SD?#HIxH@Cy)GM>=()_=cr9imsFv2*Hz`
zBQRcMHksUz>|u`kt6*K8P{rc&X<qh>oZ93p3xA7wT!=Zlj!+MaU?GdB=YggN+iCIf
z!T15^jrOC{CC}OQ0sX<ld&!9Cy+kQZpPxDv4Mcsfb;{P{WgcQYN_mjAMd-@Z<j=p?
zS%2L?a&WH*+m$p<XdS9HN3V(6mAX#oO`hJ!dSJF?t_htNe?IWO@p=5PDzR-paZuQD
z7zjl44tveGjRfoOxk2Xe;D&*Ud%0=6ad`av2=1N0E8;8nj&>#E6K01_H|~#O?`2zl
zy&~TN`pMKon)gB|j(2vuz<QByiQQ!5;pgYKjETDgy@RLsN~_;{c~qRQfN)ywVEthI
z(BKjAk%~u<uP}F-{vh>+=8^R!#7C;5@U3Wly6^_dBMO0`mw_aTsSnLmUo@pp`ct+^
zt#r!IkXq}M9>+y_wkUWrk_GXU{;Newwv1>4qeTvm8#D%H8e@@>Zt_|~ws;xC#6>i=
z<m6gK)xIGOh>D=V_~^y-K$SX6)t;=8pCxsP>a=*tvIf)XnX`4+l{u`nqHL%L@?RJ6
z*f0?kt{1$%`>}ovK2iQ2Mr$gypy-05)tB-W<9k5%*qFXq{nrJ_xgqY#X!rEkFO}KO
zwX%C=6$_Ra`Z}Km1S>PE3=A*~6flf<tZ6@I{;GFAF+0I?p?l)gqHn)#@Xzk|=^8V`
ztc6_^IWcsBZb`B+&Rj4#add%L9{FCYS5LF3a$@NM-;$!!Uv0)-i@PXuV(J3hl5AtL
z{QggiE-p|{=*weg#;$cOi##W~-vd|s&&&{Ovp<cw)bW1L<QcfF4PB_w;9DNPtqWZw
zIblChxW!r?_ZcQI>oAh5rC3xtxjR8TvABivOyTLzG4nNsT7Z48AyM3-c&4{?>zdTm
z%`f7f$lRLUVt8h@^{kmdEqb2NpLn~3d3U}J@fs7>#V%5u*qxl8Fg!s$CE*+7){QS>
zo=DxIKV^9Lw41Eg`PQE=D%^s7?t?@t(hsIoHi#&|LMu!tNlOBf2@NXOClOr*rB&@v
zHVw&}q%mn@=SL}DC3%@7F==8KMyd2sZ6|~NtVE+0i4aN8L!&`WzS94MGyokE@XUxw
zK-PURfQB$totEtKRMpV*HIlWjo2am6cpE-6fczCwu@@JnB80AE95VvvXsO#W*772(
zPaX5fuXJ`+G<FULr<EYh<ibKmh;$<yh=c1)sv>4NBdSuBzJJ+QP)?M`dfhPQXTHF_
zF#wu%3Tneq#tO?)nP)CN+RkS4ohr!>F0z5Va^2$Iph~0CSyVXjdvC?#v%en&Z8=y7
z8IGnh%g_`<nnd{JQiHN%goG?jgK4(;0u0?HS6PxqPBmRDsN94CqRzsh8n^$MY%FMO
zs6wp5Y0Nzs|L3jqgR6-$3elF&FB)4!I#{@2nH!7D8;4u+3@F>No%yx-TG1ak6DjZz
zs^H5`6$<?fR}Tx&?H<ho+b5RtAio6{WRv5MVvZ!qYYEG|XLV%HP~`yA<LlIs=I0Q`
zWmbl-1c=;s9xBDm;D}!}Hct4<dd`1=Z$L9-leh-)_?tI^FBe!unrYHJM1rZ}mnHe}
zfGnW+k$`ZZ`q6+WQ}|_o%NK*ifa7Z!dZ+}5s07sW2=u2M)REa+LvyJ>E8s&LdkVs3
zf}^b1K)auyh{JKBe5y>a2&kteDi<QAp!|$-#ZjaSJrvV>L;WSMh{PkR?(94NK+Doc
z-kqv~Rfwf;Y<RQhh4Henaw@_$H&qx_U+_Wk3TS{X&5)O_zEP94>(j``b4#^8=dhMG
zd8-@0Lfb%QcMxwI1g_)@@ur@Lbzc4465&A0#MUOnKbf1WwE%*!YLdj+8O+xBD`gIq
zc{;oI?|{Jp?NQb0!idz);xKRua(g3WuPWFAh;QS4oARy{<NN}3whzm+yosf&=QZD#
z@W#M*fY_#i{Z=O-i>hYHLRRIK1$E2QLaUbYiR<d6WbB1vR?J6DY<1PQejY9%?9g95
z+SA(Pv2lN4m%n@4w@+meA*_zv=;cuwR7qTll%rc%`0~Z0l0}&a_ycL#Or^{wV<&8K
zY0iQsX{f)Tyvn=iaklYvFgoal@nkSMQsVay2Ip$NVLK_6)kt<*$Ut+d9`o;6zP8&i
zY(PIguQj-bZ}Nkx$9)Lk;>QidSB7`N%5?S@Y~~-$;3t|aqLmzhr9jioB32|7*(B56
zq*QbJQerQy<n~3DuVh-Ud@|MohJF@3<`9NnD!-i#!dAlHGqD!b{Rc^cZvS<Q_-33G
zYF=Hnf)!7>IdjI(kdm%^QtPXWJoqx7SOaWQp*WkWxlhx#A>VN3m~!>tE0BGA8`waw
zHCcLfCylGZgYPLYyv9|$OKSW3F@rq5hh0dP4jZsu-aWN&*9uDKRSu#0n3*=9;+1yA
zN4faQfsRFeDAqUZ#0_{E*#1@CWgfF&p~#hFPKgy^Ojd;Adg$!cgQ9O*_+2kNv!SnS
z&ME_SDt}~;?lnD?EvJbEg0rnj>U1K`@x_lfERdL^7Q42X3f@p}=AjndYZ{z4>Z^PP
z_v$JE2L<rk1GlkH)TglcU7y0S#7{TVBH2VHbqkWIZib@Sd{yT+)4|BTds%4hi;wzS
zysL@IiZUvSGL(mMl$_jbZsiBYHrn?H?XzE<watBScRhKxQIlr{Z~VwT7(~Zzd#I5e
zr|r!K0Jpvs3Z>F*07gH_u=kqgtnOkz<2YQgCU=VEWn9CLkGKmK*0<owCdqL!f`ba7
zLFJ^%wD~yDoMbza{Ikg@3EbtV+?5Ct<J4c&$<Ql`3=@^D6Cz|JEfcR6NqI7p#>uIc
zNlh|~tW%Rt6Y6yozf0jRkRi707^HHaB!uc*)k+Z{4E7MYbC4p2?rg?!C%8C>|J9P<
zlEPfR8)eB^s5w@a!faWj%&M4zLnRfRR4l4k9iL=Hx{D*xB&z5lIVAg~M(N64l0bH_
zhsvFU46$@)Gl@GZAyn$hUV?ybu!qe32PtCe&SnC)wggXtG79&HlsFYZCKsAh6i4wg
zNx@l^^7uF<!GutiEAb)i<QbXFE=>L{4x^g-u0@&C%OWA4s|K-|7<qoMmi(g;qzxR7
zE@2YMQoa+tLSd3PTr~f(k9b0c9N^Fcwd8Xck)m+Ca-lef%FW6gjWjwrtT`?iw+$5x
zBn8!sSBRw#+p5AW7V${-k-c*a3&BfNJ6y#*>&1|0gezharIMc9JVRV^HGJYk`;(MO
zYjO0^Zy8eh-%7Iu75o~@U7f$^phdW#MnO=axxpPPs<|@B_EJJNt4vjuz%t<Y!<B_)
zR73k00l2oAx|x+?2QeeQL39f8KvH(9oqrgZ=$bYzg~nMZ@O;tHcvf1Jb&kf_AnYsw
zYp=FY6;w4iCJO&N>Ub#VV$hyNTBb4aampc`nS&@>z1a^UjiwpAgf}g5iiAsgrL0@w
z5N}F7VvJ6%(Ki};q$=O+W8rZvLmOnNb2*MasP~P*CR`hP20x3x1dBLz8KO9)&_U^4
zKrHYhUXeh0MrK3ir&YOTENFlbhh#4F*;F3z3>sfL13+6InFU!7`xQq(k04w$F1+!g
zb{N+HiD+fQnVP%h(R*@CpYjLw4r2MH^<we*b?BD4IQPeEc8+=oH26zfANn~}m1v!D
z78O<mZ)c}6QNe2PA~T@hO?ILX8}wk)<Je$6HMEM9xMH>B#kUq~lzOQFqCYL~LnWvc
zrzEK?id8JBOy=%(EL*;DQAruvCX)~eB<mdI4=dU@9Tnn9-dbF#e70^5=1AJuOqi=Z
zZUG_uMz$yUrJR~f*I5w5Q>Hkmh=6rU_4l8nt<03F;(A8W9v4rh%u>7L_~I;E>RLb1
z>ez=_@m6Z8uTp}nD3ViBH%%xmkkoXGYE+k`jYmPEDzk%4&7y2AW2r*3j<yN9j-tsy
zq`Jvj71I@vV2fl)Cr)H}mYhckkIg9UKys5gIqr$lbCU^*wxcOIS}zuXaSJIy=yutb
z6DiR|W^7!hxvas-BFysL71E@Mo-gMmcnMR-R>?vtDCH>`QrxAzUnRKBP!cj)NcB=@
z=9BSc2DZv8laR8`0$<aa&E|#){tA3>)>M_LT1lE^6m1;@Yzvn`mFgK~aYYx>LfvX*
zF{W2k9|wugB^&R*Er}r&MN@2*@Us0l*`M(o+n`Blo8sI8AKo8j($&Q2W|gu{TqvC5
zDFg1a-!qKKziXQ0j+jjOunwMNg()5+x-T8YdDB79ii@9N&j}094SYMTRUPJ)&^S^c
znQ!T#K2)LDbsB2lF;5Uv<fT%Ho@wRcR6B!U<J2TE`4V40V0~0e_EdDkIt9s8!)5)>
zR|2}Ih;@pNZE%$8)G+ZTp(S4CXis{Gn9N>MZ;2Gq%#lTco+`J&e`K0<Y-gp&%W;N`
z)lou=%oWkIUQY5Tp?Oee$sqOCNdj71QL#zy^9fUj3c1+;K3S8~vdL{l(qau0r`pob
z9K7Tf1;?5M&k&)#FylViJtwmvDzU4$iubK?ESXm_2fT7HEh(vLig0j*j%1E%d(9&G
z)m}W^B#6`Ggv(}%kjZKA#5&P4lD4kVo_nx|+<k`hP{Mbha=(Gh20-?WV%*Eoc8Ymw
zf2>F?@wHa!;Y882C25H6VTp`AbO&VZ=;MuxYj<HOt5D(xSyPkmQ9&#*XbYOAi3{(>
zmW`TMSF+EhvX?<|DV}mF?o^?wr5%K7kmgS))Y+!Iwen8k*evdxrK;tDsFw7%Ng&CB
zR{HV(wQ}B3O)b&Fx1w~BDj);}2{nNf2)!fKNXLSN5FoT51Sx_D3W(A~s&tT|h#)N}
zARtmiz#vMKBE2ZRO7lBGy<V?(z3;uX?%@w+_SrLg&)%~qS!bR6Omk{hAMhVxq|QB6
zZ?MXu(_<)#J7a08MQhq)0JNS)%l{JZcA^-+&`_UteO#7h)|_G`boF-D7opgqoZmaz
z+6E_`Ot8T4ll2DSEIL|@s#ne^wXx`+3`ECH|CIjdjE+R75VgbgZEt6B3&pxVFl)YR
zC8YU}&IA6)TINWd;Pp)v>Ly{n#G7CKINl4jc}!l{3456dFy@V7V&ooE&U`?Kqy)N~
zpD}S1b5G7%|LG~W+nJKjIQN$2)G%Z{gRw9O^PPpTx`%c>t|}@DGqtdISovt&n7-hG
zD)6)&src;-ZE`x<{>=H@V62&l7j7aZ#?<FgseSn?)>LXd@A;Zrt%>6!yr0%(1Mul-
zoHNV8zS)z#k$X-gh21mdvH0rwq3v~#=h!D!_QvM=r>=5&cTBl^n(NDGyw>Ts*qa;1
zp7um#++uWspN&c$F6I$R{SYUj>631k$ay$_%&7btvaPk@S&y_77kiUQy@+^Bm=12l
zpr`y3Qv6QX8>@+;8U>@cG}}e~v}GCmYhuI!x9KQe59%pbxkir%mWQ(pB-9$`S?IJp
z%O?&b15XqR4Dcc07$FYo*TG)b`r^`kyVN$zTkq|2*j5p*x>VD1t~#3kBW&FwRnVF|
zLG5{~Gu2Y|6>PHeJ(#a2ZXmwIE$T)3+0AZ)%=;alm3Kdk$Z|%Io_kk*;5uXNzM^JA
zkQ<nuUI702fB3+=mi1O^dOR)-A6^o0Nu~8D&Fh}l*FEVEh^>uzJTfmbzj~g(8BS7P
z3UOqTxhr-*f}}p_c^;lx!<Nq6tul(3!49F1vQ(*n^G&a-sui$Uowg(ABQ>F2<A<R-
z%csh5fd+HBIsz>B7De@rh6>bXX|-Evx!?_&%?z5eZe)eh$GZOPJP4(aDpFUeGH8zF
zuN@ejwre-hELcsyCOTPA(kV6RlsVA$zBfp_s&qPEk1*r?nfy_>D!=n1XO;VOz7FB@
z@|B>0&O4n$MN|0~33)4J8U%UokJ%)Psug^`X6jt~#8smzr>@?z-3h`6vqwm%mCh`Z
zOf@nr^~1yVr^ZtwkHQO{lL!2_m#g~2!jK+{B?4m^Gl_Ebr>HhGB1*S|UTDs$-b3#t
zR(_On4dw94AvDk(&%I(_Gy4!%=JEO6l<cG-_@<vft6rzgOv(jkS%bKP$K!XnaoA8A
zGI9fXTa~X#Z?I1uli~CkyNu%S3sMO4vFh#cHGhT#tzX@6fU~fYgC}`>t>4b_JwqC?
zr^lTPT~*!Q7kvXAu7m-r&8d7&cMK|Grcv!dvnxHk{;uWfB*XLlqkV0DGK|wSU_NkS
zI<(~G0PS|3m)=}<9-65Ic<>XZp;QrKA<%nCS(dZ+W4fPQ38_||K$>2YQhw7&c)v-w
zzIm5yQ9$Za{>EWfz^b@qp;XX5chyd}<<9gBl5>jdQlz02PeUtOI30cc3Du-MwEx3a
z@ZR)>WgpHXNmrB|Zj|Xb)LxiaWj%K@qOCt!s=16_*IPV(=R#rMGs|agOgGZqj!IA1
zN#mBeYfy(=+V&>7)d<JH_idfnQsh!j-d|4_7|?&x(qn)(*jq80UG3XJG{L_pY_Pr5
zvQY^1A&Y1{IJ)m}QFy;N$!Vjm<hbrk_DqFlSh17-K*BpOkczAtp&0c<SmQ%~w(daQ
zERVdt!(IpX{v*@siZ@iqF1dnAmzD6>U*?hsD(bZg&-b`z@vTJ$tXRumeA_AVxM(k<
zZ)h+1CHw#%Dmpg(oKn0&VG&zb$^GYgT)OZ^Yozi0zU;tL0%~0yt<h{`8kuBdM~u-F
zZ}*^Wl1*@f{2OTN3jyqT4LPh|1MM;GzQV!zfT6UZTgnn#!t~B{Dyn(u9}8;>>kC^g
zd#$>y`16nT178U2^n*~Dl6A>Xp{hdAVJCO?cgUTN5cGu7R8Y}Dn*Ce_H?P6uX`8j@
z8?>SI=39&yrLa%phni{k@ZL1>uW+n+LsjWG*%~z9IH`_ax*Lc-mrnegNrj4vuUm+i
zX9C}|BpzN~<Q0)Syu!qwoIvYg?h<#<!~FWnKHxDn0Azwi2cmN)We*?BpqhSVmZdO2
zQx9s0IGpq<KJl%9W`By-X3nQ|mP#j@0m*|E4mn*ted=iX<1)l79B!fcwFs#=QoxA&
zK6h{1eX-X1)_aMh;;GoF`VPS}gKfg1to5w-M9PZy=_p^W9SxXqT&hf7;z{(d<T;Om
zzzN%O=k`DO*l%ipXLdR(L0DT3<8;b<{X{n5%K>*2l`7We3N*Mm==mP)gV9rH6*Nnc
z;qm}u)tc(ucJ8reZ7@yCaCJ@sy}Q3c!zSsr1jE8*NxP(g#kCc^VyUjy8zmJ-n@zwh
zc7umT)~FrndxbVe(7Y_$tui~v_P0-I()h<0_{&uuRInD(nWjylO;o0WGSc=Fk9o7x
zpo0OUQqjq1j*EM{B%g=&F?RWmDx8~cD+&iIozy&WGiW?}?EP4z?yW#kA5v}s`$|?u
ziug43ET3EPi<HEb$-c*T#%=WWUDwrchq{#J()J&7H)rg`A-ZsS58v#w_sTtjyUUb;
zoag+e_nubm;xvy%{K`d4CwriIDyvPuL40X8^z*2S0s-K8h)P~~f2^{h>$dlkT*2os
znxYiprgJ8d#)gr`ae;*Tn&YiURy@x}3?X*5YQF?IT6=T&g>zm%I-8elKt2;`H?MTb
z={US`!`@bTN%hi9K6$ISVD(Xe=DdfQqtp857u3Nt(;A;33)~HJ)#Q(F=ebMv_nstQ
zQMxMlsJ@=O^Qd4|F5K@>OEuFhK~o*i{S8@yZuxk7;?~ajWiP3<n6kZHi5uEi{Xd80
z8o5+GDOf(TZ1KU=TL^Bt8bg)V(`VXp@WKaE+0ry|c8@gbn<L(5C5EC}I#6v?&3o-^
z@%OkkwZA^5YD?qoS~Gu4)*Uub2oSSNw=^Z&GHHjavMF1M79CD+OtWfdsO?c%7d7JV
zEm3&mrBpv}xsV<}u;(4Womt>=WibEXoZ`NXWGa$ht=q;Gmdf(D#Jqw}N_a)_Yq_5y
zVuNW@lE@KfK8ti;>P@BE9}%<4T$y9Z&VgbmKcHw-SX`3%>DnERerNx)E-RhAMFEMT
zA~eq6pv@NnOWM3cR%znobvTE!kbIV<#Y}iWLj5*JP=9GnOR@#D^{BXuGO3vNZBJEZ
zjZAv#9Rq6k6*(g)tF(T};j^)wUrrh~-NMcqVBZ6;)wg;+THw#@H?x6rH6Cl^49=m~
zd!xk_6`K&75*urC8jI(r&!V5>m7WwIs!oyZi#)mW{@@6L*@Z!C>+XrBodY>cX0i*I
zk`TC9ivNgeBDy2$*uwp&>}w-68Rf+fgi^}pm&YogFES3!4v$7%3yl>G-ZOTQJ$y*f
z^#wcT!sVectmoCXz&KLLr|k7>5PN%AW3>gH_k+~uC!UzujAq`I?^w!Vlo#ki6b~IR
z&a;T)zw}k$VZqkr1&2g7NW`G*69MOunws+1>~+zdrOB(WIgi>qcI!O%>L~JoSZH>_
z#fP^&FRI>AQ&oS!MMjGeq<fu>UbUl{2E@qY)bPU{84W=f)zvxQjd(I>2F!b10J+<h
zoZ3U1RvIaFU85nBI-v7_WJ;#8oZYJ;!w}qwB(YmK+Y`!;qME(N7wEuQ_1rj9Jqgek
z;U`RWvQc%hR(eTnMxyI1BW$&YM)=#T=?`TnHS*!F8!is|JcRAAH+hmK#8TtFo%YSk
zIve<obMSpf0`DN%206D_mG#Yg`&B2BAV`q6-x9midt}X=v!z0AfSK;<*TTkkg|uE=
zaiW7`?s@dSJfxiVVZ2?B@5IJNwsNI-OyzV}>h*4K{l_Uw&x@xH)am)G>$l~FEZGlN
z&JqWOJP~5|{S(>52V;V4O5UfYmsV(L$UF}2ln4}qX^az7Pp~y=1%6fJEso&pE|Uaa
zRZak21{VeU<UW4#IGnL|dQ??)J(Z6fyy$n$U?|>q-Psp>=((F13{BlkSe9z?yL+0y
zSx3}lpF2DjvXN0}N6Ri%Z@b8=R}j{PZ0OIY7mKernO!{{SK-E!Cy&-qDgEpq)#aSu
zZ=UzcN{lSO{4`^~x;5@>uAOiDct*au>>WCvPoZOs&m2f>zUS1iNA#p=3L2<tVN_yU
zBcyh-o7G34x0KquV_s=b$91vtL6W>BlE`n!P%s<#3iwVsc+vx1ePGNNd`Ss2>62R!
z;Cd*!zcM(sy{N&*Z~sKM!OMI43Z*ko9v7iD(^pCyW`<eMeJodUaQN)_mAtA)%IU%x
z?pz()OuI(aoQPKNUpxb*DLtDA;_1jJ69_mV!0}4cg?Y^Q0sn2CJ;09=+fQpz4+kES
z_S}Qkng3L-DScGclE&pQ{5rq)NuP6}q@#?hT05#!TP>lXc01w$yr&`-2lYV_D|~?~
z_cVDQfcu;L<vGH%Vc>{bX=Ro(%BLzhQv(-uTwgrdPQRku7FW9Dm#f~fw+%%TQ(6Qi
zK}o>N-P@D73A2jRCgioImem`_!}qA(ct_0`()BF3V(I)6X^gkU7Ce}I#+$5ui|!#;
z(6)=d#E{dxrS`!js=|Y-VT7Tc-Utm9#+RuTm_u!+P6e<Uo;#Ip$GbyCo+uAyI2JY2
zmj9^5BDG53>UrcFo)}VuZcVU~#gUbksNS!rV8$^Qubi%N2KS*0>>JbbXSa;CLQ0P&
zhjb;O9(Sk6`iwSJG6fpvL_WIE_#lK?OugZxr}I!@FD(47$wU(oyD&L??8_R-*Y9#S
zDuspp-sMjB(fque`;F}LGx;pUzP&Qxjj;Y|=(uh9;$maUmnIKY#BI}_5zX)<tH+2o
zi2*FUyfvqo6`wPa-*hRNtu>6H3N;eTCp9_{cX==}CnjfUC-R%d0N2+;t%FbJ7By<{
zH^U4XLOBqwMg!$OnL?10ir6IV`^RVF#+{H{OPWkkQr<@6U{$u`>MW|)2AY`a!s^US
z6laNvy0b$G9a8ay4^w;l6Hv{Qt(o(kXJs|-p54qnPUrE}Sy!@gZRAbAdDDE{I7TEm
zFesn5A!r4gc{QFZnlr4$d5H?<gdo6}mvVy_JdU8uyJvV_MBQxiE=rKoV2Jd1ox>j%
zD%>4ha2*?Mv-maGo)OZ7a%=6fZTq&^QilqzT@Ln>cGH_#=IxB;Za#j0;;1vnwCmj@
zzEbuH@PvZID7Axt1+xP4RxP&lK*vkrn~%6Z9lp_SaM6i$`2(GXm1v2vX&3ppNCeL-
z9>*7m$&WHmJ>UB$mQ`Owt+mbR*E;#*V4B#m?zMVPsuw#cOS7T*J)7^}oR^Vt9(4P1
z3)a|dSU2n+F^T^q#+5>1&tl~M@`jkO&P;I1&TD%guK>$@c<VTHNXRhBurJ)Cac`q?
zqtukfXpMXJO04_Xntrz|=F-=WvAJ^tVmoeM1=V@kZQHaG-$g(^%6qvoObZ5IsYZv0
zY(B&?8oO!?-`)27oN{?Kil$Lo+IzO`^?k{&n7)vplgwVcJW;hTt?v{<*YO^5%(kl|
zV&qF@>7kB7A5Aox)BN6Qk9d=-Qhh$@d&tfs8?PO@oOaEpxuCy}hf5<UtZ1%oWI^-Y
z*2~r4w-=TK3K(j=)jJsDxEanU`iu{yKe=7k*}P%l;qFzx9x~O_f;O@fN<y1mXrj|z
zhzw!wXmu(Nh$$Uf=-I<+qibI`mF=pE;}UP;?4n8l=a{@zHhg;{&P*9olKsG%!{grJ
z+Pg2!1J#-HxHBBA2ToVyKc``1yL682MRU1rSaQdei!O~t$2Qyg$-ZMxt1nLHgSinh
zYhNmdAI@}{Yp_ROsHo|ybYJz#mvS$97H3iX$gBPX=^XEd`Br5G*QqcOJ;Q7+NoRVv
z6sl4030La1&V#MTKhKR;b7O-_%h@a6_zA5c)<*A|yNKGixY`<eAXDy#XmUtMSlS!V
z#p7(O`C=35=@QHfZ5o~jb9MxAh2inh$LJIAxgc6w`A|X-cY;6Zc`=J4H0u~0p5{%9
zHDlfDFqIU058HU%9u`8DtWf&)I+urn9RFhdy|D9qT*q6od#FfET$=P+=6nwJfx-3|
zuRZHs+$nlF6~eCeLo!KAs^!S87!i}E`Z0koeMy4S@yW^bUxj^6DY)rzL=*yVYtZHu
z9_Q3uQz+REZqyPj-|jxJHOAWL{Az}45)y8q;k@bpEkuO)&d;+y0s>-kUC#OZ$Dhc`
zyKll=Y%?x1bFD+|Xga}-{06@zP6aFLfp7IC-w2oJ^w<z1tEgcPj_bY64m)MiDvN92
z`ov*RT0hxwMV~DC7xDq&bad0?Eq^+3xz%cO4qId4op-SfH!9cHE-oZ*n%Hz*i$Q8L
zPp_^u%C~)#7o5`=)buMCwLQoAP2iNFO7^$?1=B#x{$NA=B6|QN6g<%p2R2k!HPSkx
z57N@o0x8?##6TEpdv`aY69r3vakd7?A(TmgCdSdr4d*6A0|B4~M9}$N`UeGmLOczy
zXQafT0P5if73Vv?<QJ1*7hm!NG_VVZ`3W}p1&1)x)BTGu0E7P`aL6fox?r#lI3mc3
z!ZiRET2U<s!duG=nj-X|dM>IsJN#*HSDc}@z7f{j0gJL0R8*jmQ^WuOMx2-@#zhPO
zAOQSkHxNKtkUybnpsR6$qTngx>Ez-B@Kr#bPL9rQGM@5+yF+AvHbo2(1nsI29pnYg
z^w1z8f#B$XCxRr!QQ{I}5-?GajVpkK@F2K4fF#6`g20rn);2N*0B7O*gg{ST(2huS
zk%2%wJUqlbVB!Q<TZjY-g@QmOA(E0}fQFcxmopLLDdy~U60o=H2;S_kVa{&iyFQ6y
z2~H5a8AL)H3i)Y>0*;_iJMaW&5XCUYir`L^7j$>WTgxD<a0qKFX(=&lgpCzImcUty
zL4ivQijhPipcps;C5ioM&gE}z{$>xj0T_e<aR6E}0My9Z9gB077t}=Sf;8<2Zp82Q
zK`3!3QV{ZE`TvzyKyLm$3P3`Cgh39_k<lYq<88du03?%wBvb+>28D}35k?XcG6)G7
zI8p>EAp?cVLH?l$Bp(>63h=uDp7;M^=-)K|Hk9CM1Z)WfV`m3vf`_xRiwl76z);fh
z-QMn?A3AanN{0RxoBujm7#BUg|2bYxPLvHz(UValVBIOjt)=#V*)IQehOM!GIqc%@
z>bP4Q)>sJ65l8XO4M?&C;ITDU#)g720(Lg$SA-$Jjucdo18x#2Cz!%+<taN7zc(E5
zluD9u#5mi^3wnxK<7_bQjzmEqQ@h&M-?QO}SNPu89S8X}*T3XyR|HfxkT%F)=Y|3e
z=s&vtyNP}smcWrMFX%xz3jg>7_#5!%XH|p$t*C*6es>cCTbfcOU^N*^i9z8|goFe_
zVz;^kp-@3U4XDEZQR6S}l&34sh6W0P(@>71?-zxU14DppKtE&%NeY#Qa)F$G$Ryz~
z3eo5{8599U0Zgo)G6YBx@pA$RDPV;^Z|pXJDWw2x)o(H=97!Ru{Vsz-|CC7rOZ}%F
z0tN-ZNWYIoNW=f;(C$ru`ui_3D21Q)`&cAY`d@5F0gSKT^#GdCKi39@OG*8)4oL~*
zAM?TBf5rd-NBp6OfJ^`39~=eyXHuXrI12a%@VkG&C(9o)0D<&}&j^InA9_eQ^v@(C
zDM+^8Y)DE<qy82bqALa<8o2`GIS|AU?~Mb&pdbL!M*z@z6qFSRqUCHu08zF)K(y0R
z1D%)CfT<`$VMqiJBMGRoBtjJdhru<}p)eIS1VTkhUE%+)aghRIb0cD0iMtzG5)RBj
MBOsuDMuX=60o2Anu>b%7

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-reg.xml
new file mode 100644
index 00000000..f79cf5b6
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-reg.xml
@@ -0,0 +1,54 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-034-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='23'/>
+         <instruction instr-id='28'/>
+         <instruction instr-id='32'/>
+         <instruction instr-id='36'/>
+         <instruction instr-id='40'/>
+         <instruction instr-id='44'/>
+         <instruction instr-id='48'/>
+         <instruction instr-id='52'/>
+         <instruction instr-id='56'/>
+         <instruction instr-id='60'/>
+         <instruction instr-id='64'/>
+         <instruction instr-id='68'/>
+         <instruction instr-id='72'/>
+         <instruction instr-id='76'/>
+         <instruction instr-id='80'/>
+         <instruction instr-id='84'/>
+         <instruction instr-id='88'/>
+         <instruction instr-id='92'/>
+         <instruction instr-id='96'/>
+         <instruction instr-id='100'/>
+         <bounding-box x1='72' y1='430' x2='540' y2='684'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='2' page='2'>
+         <instruction instr-id='105'/>
+         <instruction instr-id='110'/>
+         <instruction instr-id='114'/>
+         <instruction instr-id='118'/>
+         <instruction instr-id='122'/>
+         <instruction instr-id='126'/>
+         <instruction instr-id='130'/>
+         <instruction instr-id='134'/>
+         <instruction instr-id='138'/>
+         <instruction instr-id='142'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='170'/>
+         <instruction instr-id='174'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='182'/>
+         <bounding-box x1='72' y1='163' x2='540' y2='417'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-str.xml
new file mode 100644
index 00000000..6536521a
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034-str.xml
@@ -0,0 +1,1462 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-034-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='93' y1='659' x2='165' y2='671'/>
+            <content>Proportion</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='8'>
+            <bounding-box x1='338' y1='672' x2='432' y2='684'/>
+            <content>Design effect</content>
+            <instruction instr-id='23' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='251' y1='659' x2='273' y2='671'/>
+            <content>1.0</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='295' y1='659' x2='316' y2='671'/>
+            <content>1.1</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='338' y1='659' x2='360' y2='671'/>
+            <content>1.2</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='381' y1='659' x2='403' y2='671'/>
+            <content>1.3</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='424' y1='659' x2='446' y2='671'/>
+            <content>1.4</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='468' y1='659' x2='489' y2='671'/>
+            <content>1.5</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8' end-row='2' end-col='8'>
+            <bounding-box x1='511' y1='659' x2='532' y2='671'/>
+            <content>1.6</content>
+            <instruction instr-id='28' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='72' y1='634' x2='100' y2='646'/>
+            <content>0.99</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='251' y1='634' x2='273' y2='646'/>
+            <content>800</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='295' y1='634' x2='316' y2='646'/>
+            <content>880</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='338' y1='634' x2='360' y2='646'/>
+            <content>960</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='367' y1='634' x2='403' y2='646'/>
+            <content>1,040</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='410' y1='634' x2='446' y2='646'/>
+            <content>1,120</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='453' y1='634' x2='489' y2='646'/>
+            <content>1,200</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8' end-row='3' end-col='8'>
+            <bounding-box x1='496' y1='634' x2='532' y2='646'/>
+            <content>1,280</content>
+            <instruction instr-id='36' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='72' y1='621' x2='100' y2='633'/>
+            <content>0.95</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='251' y1='621' x2='273' y2='633'/>
+            <content>160</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='295' y1='621' x2='316' y2='633'/>
+            <content>176</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='338' y1='621' x2='360' y2='633'/>
+            <content>192</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='381' y1='621' x2='403' y2='633'/>
+            <content>208</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='424' y1='621' x2='446' y2='633'/>
+            <content>224</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='468' y1='621' x2='489' y2='633'/>
+            <content>240</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8' end-row='4' end-col='8'>
+            <bounding-box x1='511' y1='621' x2='532' y2='633'/>
+            <content>256</content>
+            <instruction instr-id='40' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='72' y1='608' x2='100' y2='620'/>
+            <content>0.90</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='259' y1='608' x2='273' y2='620'/>
+            <content>80</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='302' y1='608' x2='316' y2='620'/>
+            <content>88</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='345' y1='608' x2='360' y2='620'/>
+            <content>96</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='381' y1='608' x2='403' y2='620'/>
+            <content>104</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='424' y1='608' x2='446' y2='620'/>
+            <content>112</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='468' y1='608' x2='489' y2='620'/>
+            <content>120</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8' end-row='5' end-col='8'>
+            <bounding-box x1='511' y1='608' x2='532' y2='620'/>
+            <content>128</content>
+            <instruction instr-id='44' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='72' y1='596' x2='100' y2='608'/>
+            <content>0.85</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='259' y1='596' x2='273' y2='608'/>
+            <content>53</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='302' y1='596' x2='316' y2='608'/>
+            <content>59</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='345' y1='596' x2='360' y2='608'/>
+            <content>64</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='388' y1='596' x2='403' y2='608'/>
+            <content>69</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='432' y1='596' x2='446' y2='608'/>
+            <content>75</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='475' y1='596' x2='489' y2='608'/>
+            <content>80</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8' end-row='6' end-col='8'>
+            <bounding-box x1='518' y1='596' x2='532' y2='608'/>
+            <content>85</content>
+            <instruction instr-id='48' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='72' y1='583' x2='100' y2='595'/>
+            <content>0.80</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='259' y1='583' x2='273' y2='595'/>
+            <content>40</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='302' y1='583' x2='316' y2='595'/>
+            <content>44</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='345' y1='583' x2='360' y2='595'/>
+            <content>48</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='388' y1='583' x2='403' y2='595'/>
+            <content>52</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='432' y1='583' x2='446' y2='595'/>
+            <content>56</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7' end-row='7' end-col='7'>
+            <bounding-box x1='475' y1='583' x2='489' y2='595'/>
+            <content>60</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8' end-row='7' end-col='8'>
+            <bounding-box x1='518' y1='583' x2='532' y2='595'/>
+            <content>64</content>
+            <instruction instr-id='52' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='72' y1='570' x2='100' y2='582'/>
+            <content>0.75</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='259' y1='570' x2='273' y2='582'/>
+            <content>32</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='302' y1='570' x2='316' y2='582'/>
+            <content>35</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='345' y1='570' x2='360' y2='582'/>
+            <content>38</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='388' y1='570' x2='403' y2='582'/>
+            <content>42</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='432' y1='570' x2='446' y2='582'/>
+            <content>45</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7' end-row='8' end-col='7'>
+            <bounding-box x1='475' y1='570' x2='489' y2='582'/>
+            <content>48</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8' end-row='8' end-col='8'>
+            <bounding-box x1='518' y1='570' x2='532' y2='582'/>
+            <content>51</content>
+            <instruction instr-id='56' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='72' y1='558' x2='136' y2='570'/>
+            <content>0.56-0.74</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='259' y1='558' x2='273' y2='570'/>
+            <content>30</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='302' y1='558' x2='316' y2='570'/>
+            <content>33</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='345' y1='558' x2='360' y2='570'/>
+            <content>36</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='388' y1='558' x2='403' y2='570'/>
+            <content>39</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='432' y1='558' x2='446' y2='570'/>
+            <content>42</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7' end-row='9' end-col='7'>
+            <bounding-box x1='475' y1='558' x2='489' y2='570'/>
+            <content>45</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='8' end-row='9' end-col='8'>
+            <bounding-box x1='518' y1='558' x2='532' y2='570'/>
+            <content>48</content>
+            <instruction instr-id='60' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='72' y1='545' x2='100' y2='557'/>
+            <content>0.55</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='259' y1='545' x2='273' y2='557'/>
+            <content>30</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='302' y1='545' x2='316' y2='557'/>
+            <content>33</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='345' y1='545' x2='360' y2='557'/>
+            <content>36</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='388' y1='545' x2='403' y2='557'/>
+            <content>39</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6' end-row='10' end-col='6'>
+            <bounding-box x1='432' y1='545' x2='446' y2='557'/>
+            <content>42</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7' end-row='10' end-col='7'>
+            <bounding-box x1='475' y1='545' x2='489' y2='557'/>
+            <content>45</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='8' end-row='10' end-col='8'>
+            <bounding-box x1='518' y1='545' x2='532' y2='557'/>
+            <content>48</content>
+            <instruction instr-id='64' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='72' y1='532' x2='100' y2='544'/>
+            <content>0.50</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='259' y1='532' x2='273' y2='544'/>
+            <content>30</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='302' y1='532' x2='316' y2='544'/>
+            <content>33</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='345' y1='532' x2='360' y2='544'/>
+            <content>36</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='388' y1='532' x2='403' y2='544'/>
+            <content>39</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='432' y1='532' x2='446' y2='544'/>
+            <content>42</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='7' end-row='11' end-col='7'>
+            <bounding-box x1='475' y1='532' x2='489' y2='544'/>
+            <content>45</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='8' end-row='11' end-col='8'>
+            <bounding-box x1='518' y1='532' x2='532' y2='544'/>
+            <content>48</content>
+            <instruction instr-id='68' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='72' y1='519' x2='100' y2='531'/>
+            <content>0.45</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='259' y1='519' x2='273' y2='531'/>
+            <content>30</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='302' y1='519' x2='316' y2='531'/>
+            <content>33</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='345' y1='519' x2='360' y2='531'/>
+            <content>36</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5' end-row='12' end-col='5'>
+            <bounding-box x1='388' y1='519' x2='403' y2='531'/>
+            <content>39</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6' end-row='12' end-col='6'>
+            <bounding-box x1='432' y1='519' x2='446' y2='531'/>
+            <content>42</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7' end-row='12' end-col='7'>
+            <bounding-box x1='475' y1='519' x2='489' y2='531'/>
+            <content>45</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='8' end-row='12' end-col='8'>
+            <bounding-box x1='518' y1='519' x2='532' y2='531'/>
+            <content>48</content>
+            <instruction instr-id='72' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='72' y1='507' x2='136' y2='519'/>
+            <content>0.26-0.44</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='259' y1='507' x2='273' y2='519'/>
+            <content>30</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='302' y1='507' x2='316' y2='519'/>
+            <content>33</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='345' y1='507' x2='360' y2='519'/>
+            <content>36</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5' end-row='13' end-col='5'>
+            <bounding-box x1='388' y1='507' x2='403' y2='519'/>
+            <content>39</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6' end-row='13' end-col='6'>
+            <bounding-box x1='432' y1='507' x2='446' y2='519'/>
+            <content>42</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7' end-row='13' end-col='7'>
+            <bounding-box x1='475' y1='507' x2='489' y2='519'/>
+            <content>45</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='8' end-row='13' end-col='8'>
+            <bounding-box x1='518' y1='507' x2='532' y2='519'/>
+            <content>48</content>
+            <instruction instr-id='76' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='72' y1='494' x2='100' y2='506'/>
+            <content>0.25</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='259' y1='494' x2='273' y2='506'/>
+            <content>32</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='302' y1='494' x2='316' y2='506'/>
+            <content>35</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='345' y1='494' x2='360' y2='506'/>
+            <content>38</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5' end-row='14' end-col='5'>
+            <bounding-box x1='388' y1='494' x2='403' y2='506'/>
+            <content>42</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6' end-row='14' end-col='6'>
+            <bounding-box x1='432' y1='494' x2='446' y2='506'/>
+            <content>45</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7' end-row='14' end-col='7'>
+            <bounding-box x1='475' y1='494' x2='489' y2='506'/>
+            <content>48</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='8' end-row='14' end-col='8'>
+            <bounding-box x1='518' y1='494' x2='532' y2='506'/>
+            <content>51</content>
+            <instruction instr-id='80' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='72' y1='481' x2='100' y2='493'/>
+            <content>0.20</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='259' y1='481' x2='273' y2='493'/>
+            <content>40</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3' end-row='15' end-col='3'>
+            <bounding-box x1='302' y1='481' x2='316' y2='493'/>
+            <content>44</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='345' y1='481' x2='360' y2='493'/>
+            <content>48</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5' end-row='15' end-col='5'>
+            <bounding-box x1='388' y1='481' x2='403' y2='493'/>
+            <content>52</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6' end-row='15' end-col='6'>
+            <bounding-box x1='432' y1='481' x2='446' y2='493'/>
+            <content>56</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7' end-row='15' end-col='7'>
+            <bounding-box x1='475' y1='481' x2='489' y2='493'/>
+            <content>60</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='8' end-row='15' end-col='8'>
+            <bounding-box x1='518' y1='481' x2='532' y2='493'/>
+            <content>64</content>
+            <instruction instr-id='84' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='72' y1='468' x2='100' y2='480'/>
+            <content>0.15</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='259' y1='468' x2='273' y2='480'/>
+            <content>53</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3' end-row='16' end-col='3'>
+            <bounding-box x1='302' y1='468' x2='316' y2='480'/>
+            <content>59</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4' end-row='16' end-col='4'>
+            <bounding-box x1='345' y1='468' x2='360' y2='480'/>
+            <content>64</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5' end-row='16' end-col='5'>
+            <bounding-box x1='388' y1='468' x2='403' y2='480'/>
+            <content>69</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='6' end-row='16' end-col='6'>
+            <bounding-box x1='432' y1='468' x2='446' y2='480'/>
+            <content>75</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='7' end-row='16' end-col='7'>
+            <bounding-box x1='475' y1='468' x2='489' y2='480'/>
+            <content>80</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='8' end-row='16' end-col='8'>
+            <bounding-box x1='518' y1='468' x2='532' y2='480'/>
+            <content>85</content>
+            <instruction instr-id='88' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='72' y1='456' x2='100' y2='468'/>
+            <content>0.10</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='259' y1='456' x2='273' y2='468'/>
+            <content>80</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='3' end-row='17' end-col='3'>
+            <bounding-box x1='302' y1='456' x2='316' y2='468'/>
+            <content>88</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='4' end-row='17' end-col='4'>
+            <bounding-box x1='345' y1='456' x2='360' y2='468'/>
+            <content>96</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='5' end-row='17' end-col='5'>
+            <bounding-box x1='381' y1='456' x2='403' y2='468'/>
+            <content>104</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='6' end-row='17' end-col='6'>
+            <bounding-box x1='424' y1='456' x2='446' y2='468'/>
+            <content>112</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='7' end-row='17' end-col='7'>
+            <bounding-box x1='468' y1='456' x2='489' y2='468'/>
+            <content>120</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='8' end-row='17' end-col='8'>
+            <bounding-box x1='511' y1='456' x2='532' y2='468'/>
+            <content>128</content>
+            <instruction instr-id='92' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='72' y1='443' x2='100' y2='455'/>
+            <content>0.05</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='251' y1='443' x2='273' y2='455'/>
+            <content>160</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='3' end-row='18' end-col='3'>
+            <bounding-box x1='295' y1='443' x2='316' y2='455'/>
+            <content>176</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='4' end-row='18' end-col='4'>
+            <bounding-box x1='338' y1='443' x2='360' y2='455'/>
+            <content>192</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='5' end-row='18' end-col='5'>
+            <bounding-box x1='381' y1='443' x2='403' y2='455'/>
+            <content>208</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='6' end-row='18' end-col='6'>
+            <bounding-box x1='424' y1='443' x2='446' y2='455'/>
+            <content>224</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='7' end-row='18' end-col='7'>
+            <bounding-box x1='468' y1='443' x2='489' y2='455'/>
+            <content>240</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='8' end-row='18' end-col='8'>
+            <bounding-box x1='511' y1='443' x2='532' y2='455'/>
+            <content>256</content>
+            <instruction instr-id='96' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='72' y1='430' x2='100' y2='442'/>
+            <content>0.01</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='251' y1='430' x2='273' y2='442'/>
+            <content>800</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='3' end-row='19' end-col='3'>
+            <bounding-box x1='295' y1='430' x2='316' y2='442'/>
+            <content>880</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='4' end-row='19' end-col='4'>
+            <bounding-box x1='338' y1='430' x2='360' y2='442'/>
+            <content>960</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='5' end-row='19' end-col='5'>
+            <bounding-box x1='367' y1='430' x2='403' y2='442'/>
+            <content>1,040</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='6' end-row='19' end-col='6'>
+            <bounding-box x1='410' y1='430' x2='446' y2='442'/>
+            <content>1,120</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='7' end-row='19' end-col='7'>
+            <bounding-box x1='453' y1='430' x2='489' y2='442'/>
+            <content>1,200</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='8' end-row='19' end-col='8'>
+            <bounding-box x1='496' y1='430' x2='532' y2='442'/>
+            <content>1,280</content>
+            <instruction instr-id='100' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+   <table id='2'>
+      <region page='2' id='2' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='107' y1='392' x2='179' y2='404'/>
+            <content>Proportion</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='8'>
+            <bounding-box x1='331' y1='405' x2='424' y2='417'/>
+            <content>Design effect</content>
+            <instruction instr-id='105' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='237' y1='392' x2='259' y2='404'/>
+            <content>1.7</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='280' y1='392' x2='302' y2='404'/>
+            <content>1.8</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='324' y1='392' x2='345' y2='404'/>
+            <content>1.9</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='5' end-row='2' end-col='5'>
+            <bounding-box x1='367' y1='392' x2='388' y2='404'/>
+            <content>2.0</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='6' end-row='2' end-col='6'>
+            <bounding-box x1='417' y1='392' x2='439' y2='404'/>
+            <content>2.5</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='7' end-row='2' end-col='7'>
+            <bounding-box x1='468' y1='392' x2='489' y2='404'/>
+            <content>3.0</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='8' end-row='2' end-col='8'>
+            <bounding-box x1='511' y1='392' x2='532' y2='404'/>
+            <content>3.5</content>
+            <instruction instr-id='110' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='72' y1='367' x2='100' y2='379'/>
+            <content>0.99</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='230' y1='367' x2='266' y2='379'/>
+            <content>1,360</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='273' y1='367' x2='309' y2='379'/>
+            <content>1,440</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='316' y1='367' x2='352' y2='379'/>
+            <content>1,520</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='360' y1='367' x2='396' y2='379'/>
+            <content>1,600</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='410' y1='367' x2='446' y2='379'/>
+            <content>2,000</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='7' end-row='3' end-col='7'>
+            <bounding-box x1='460' y1='367' x2='496' y2='379'/>
+            <content>2,400</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8' end-row='3' end-col='8'>
+            <bounding-box x1='504' y1='367' x2='540' y2='379'/>
+            <content>2,800</content>
+            <instruction instr-id='118' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='72' y1='354' x2='100' y2='366'/>
+            <content>0.95</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='244' y1='354' x2='266' y2='366'/>
+            <content>272</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='287' y1='354' x2='309' y2='366'/>
+            <content>288</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='331' y1='354' x2='352' y2='366'/>
+            <content>304</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='374' y1='354' x2='396' y2='366'/>
+            <content>320</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='424' y1='354' x2='446' y2='366'/>
+            <content>400</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='475' y1='354' x2='496' y2='366'/>
+            <content>480</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8' end-row='4' end-col='8'>
+            <bounding-box x1='518' y1='354' x2='540' y2='366'/>
+            <content>560</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='72' y1='341' x2='100' y2='353'/>
+            <content>0.90</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='244' y1='341' x2='266' y2='353'/>
+            <content>136</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='287' y1='341' x2='309' y2='353'/>
+            <content>144</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='331' y1='341' x2='352' y2='353'/>
+            <content>152</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='374' y1='341' x2='396' y2='353'/>
+            <content>160</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='424' y1='341' x2='446' y2='353'/>
+            <content>200</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='475' y1='341' x2='496' y2='353'/>
+            <content>240</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8' end-row='5' end-col='8'>
+            <bounding-box x1='518' y1='341' x2='540' y2='353'/>
+            <content>280</content>
+            <instruction instr-id='126' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='72' y1='329' x2='100' y2='341'/>
+            <content>0.85</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='251' y1='329' x2='266' y2='341'/>
+            <content>91</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='295' y1='329' x2='309' y2='341'/>
+            <content>96</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='331' y1='329' x2='352' y2='341'/>
+            <content>101</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='374' y1='329' x2='396' y2='341'/>
+            <content>107</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='424' y1='329' x2='446' y2='341'/>
+            <content>133</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='475' y1='329' x2='496' y2='341'/>
+            <content>160</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8' end-row='6' end-col='8'>
+            <bounding-box x1='518' y1='329' x2='540' y2='341'/>
+            <content>187</content>
+            <instruction instr-id='130' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='72' y1='316' x2='100' y2='328'/>
+            <content>0.80</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='251' y1='316' x2='266' y2='328'/>
+            <content>68</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='295' y1='316' x2='309' y2='328'/>
+            <content>72</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='338' y1='316' x2='352' y2='328'/>
+            <content>76</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='381' y1='316' x2='396' y2='328'/>
+            <content>80</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='424' y1='316' x2='446' y2='328'/>
+            <content>100</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7' end-row='7' end-col='7'>
+            <bounding-box x1='475' y1='316' x2='496' y2='328'/>
+            <content>120</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8' end-row='7' end-col='8'>
+            <bounding-box x1='518' y1='316' x2='540' y2='328'/>
+            <content>140</content>
+            <instruction instr-id='134' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='72' y1='303' x2='100' y2='315'/>
+            <content>0.75</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='251' y1='303' x2='266' y2='315'/>
+            <content>54</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='295' y1='303' x2='309' y2='315'/>
+            <content>58</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='338' y1='303' x2='352' y2='315'/>
+            <content>61</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='381' y1='303' x2='396' y2='315'/>
+            <content>64</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='432' y1='303' x2='446' y2='315'/>
+            <content>80</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7' end-row='8' end-col='7'>
+            <bounding-box x1='482' y1='303' x2='496' y2='315'/>
+            <content>96</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8' end-row='8' end-col='8'>
+            <bounding-box x1='518' y1='303' x2='540' y2='315'/>
+            <content>112</content>
+            <instruction instr-id='138' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='72' y1='290' x2='129' y2='302'/>
+            <content>0.56-.74</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='251' y1='290' x2='266' y2='302'/>
+            <content>51</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='295' y1='290' x2='309' y2='302'/>
+            <content>54</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='338' y1='290' x2='352' y2='302'/>
+            <content>57</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='5' end-row='9' end-col='5'>
+            <bounding-box x1='381' y1='290' x2='396' y2='302'/>
+            <content>60</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='6' end-row='9' end-col='6'>
+            <bounding-box x1='432' y1='290' x2='446' y2='302'/>
+            <content>75</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='7' end-row='9' end-col='7'>
+            <bounding-box x1='482' y1='290' x2='496' y2='302'/>
+            <content>90</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='8' end-row='9' end-col='8'>
+            <bounding-box x1='518' y1='290' x2='540' y2='302'/>
+            <content>105</content>
+            <instruction instr-id='142' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='72' y1='278' x2='100' y2='290'/>
+            <content>0.55</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='251' y1='278' x2='266' y2='290'/>
+            <content>51</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='295' y1='278' x2='309' y2='290'/>
+            <content>54</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='338' y1='278' x2='352' y2='290'/>
+            <content>57</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='381' y1='278' x2='396' y2='290'/>
+            <content>60</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6' end-row='10' end-col='6'>
+            <bounding-box x1='432' y1='278' x2='446' y2='290'/>
+            <content>75</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='7' end-row='10' end-col='7'>
+            <bounding-box x1='482' y1='278' x2='496' y2='290'/>
+            <content>90</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='8' end-row='10' end-col='8'>
+            <bounding-box x1='518' y1='278' x2='540' y2='290'/>
+            <content>105</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='72' y1='265' x2='100' y2='277'/>
+            <content>0.50</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='251' y1='265' x2='266' y2='277'/>
+            <content>51</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='295' y1='265' x2='309' y2='277'/>
+            <content>54</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='338' y1='265' x2='352' y2='277'/>
+            <content>57</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='381' y1='265' x2='396' y2='277'/>
+            <content>60</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='432' y1='265' x2='446' y2='277'/>
+            <content>75</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='7' end-row='11' end-col='7'>
+            <bounding-box x1='482' y1='265' x2='496' y2='277'/>
+            <content>90</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='8' end-row='11' end-col='8'>
+            <bounding-box x1='518' y1='265' x2='540' y2='277'/>
+            <content>105</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='72' y1='252' x2='100' y2='264'/>
+            <content>0.45</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='251' y1='252' x2='266' y2='264'/>
+            <content>51</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='295' y1='252' x2='309' y2='264'/>
+            <content>54</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='338' y1='252' x2='352' y2='264'/>
+            <content>57</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5' end-row='12' end-col='5'>
+            <bounding-box x1='381' y1='252' x2='396' y2='264'/>
+            <content>60</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6' end-row='12' end-col='6'>
+            <bounding-box x1='432' y1='252' x2='446' y2='264'/>
+            <content>75</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7' end-row='12' end-col='7'>
+            <bounding-box x1='482' y1='252' x2='496' y2='264'/>
+            <content>90</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='8' end-row='12' end-col='8'>
+            <bounding-box x1='518' y1='252' x2='540' y2='264'/>
+            <content>105</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='72' y1='239' x2='129' y2='251'/>
+            <content>0.26-.44</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='251' y1='239' x2='266' y2='251'/>
+            <content>51</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='295' y1='239' x2='309' y2='251'/>
+            <content>54</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='338' y1='239' x2='352' y2='251'/>
+            <content>57</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5' end-row='13' end-col='5'>
+            <bounding-box x1='381' y1='239' x2='396' y2='251'/>
+            <content>60</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6' end-row='13' end-col='6'>
+            <bounding-box x1='432' y1='239' x2='446' y2='251'/>
+            <content>75</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7' end-row='13' end-col='7'>
+            <bounding-box x1='482' y1='239' x2='496' y2='251'/>
+            <content>90</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='8' end-row='13' end-col='8'>
+            <bounding-box x1='518' y1='239' x2='540' y2='251'/>
+            <content>105</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='72' y1='227' x2='100' y2='239'/>
+            <content>0.25</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='251' y1='227' x2='266' y2='239'/>
+            <content>54</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='295' y1='227' x2='309' y2='239'/>
+            <content>58</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='338' y1='227' x2='352' y2='239'/>
+            <content>61</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5' end-row='14' end-col='5'>
+            <bounding-box x1='381' y1='227' x2='396' y2='239'/>
+            <content>64</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6' end-row='14' end-col='6'>
+            <bounding-box x1='432' y1='227' x2='446' y2='239'/>
+            <content>80</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7' end-row='14' end-col='7'>
+            <bounding-box x1='482' y1='227' x2='496' y2='239'/>
+            <content>96</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='8' end-row='14' end-col='8'>
+            <bounding-box x1='518' y1='227' x2='540' y2='239'/>
+            <content>112</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='72' y1='214' x2='100' y2='226'/>
+            <content>0.20</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='251' y1='214' x2='266' y2='226'/>
+            <content>68</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3' end-row='15' end-col='3'>
+            <bounding-box x1='295' y1='214' x2='309' y2='226'/>
+            <content>72</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='338' y1='214' x2='352' y2='226'/>
+            <content>76</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5' end-row='15' end-col='5'>
+            <bounding-box x1='381' y1='214' x2='396' y2='226'/>
+            <content>80</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6' end-row='15' end-col='6'>
+            <bounding-box x1='424' y1='214' x2='446' y2='226'/>
+            <content>100</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7' end-row='15' end-col='7'>
+            <bounding-box x1='475' y1='214' x2='496' y2='226'/>
+            <content>120</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='8' end-row='15' end-col='8'>
+            <bounding-box x1='518' y1='214' x2='540' y2='226'/>
+            <content>140</content>
+            <instruction instr-id='166' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='72' y1='201' x2='100' y2='213'/>
+            <content>0.15</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='251' y1='201' x2='266' y2='213'/>
+            <content>91</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='3' end-row='16' end-col='3'>
+            <bounding-box x1='295' y1='201' x2='309' y2='213'/>
+            <content>96</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='4' end-row='16' end-col='4'>
+            <bounding-box x1='331' y1='201' x2='352' y2='213'/>
+            <content>101</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='5' end-row='16' end-col='5'>
+            <bounding-box x1='374' y1='201' x2='396' y2='213'/>
+            <content>107</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='6' end-row='16' end-col='6'>
+            <bounding-box x1='424' y1='201' x2='446' y2='213'/>
+            <content>133</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='7' end-row='16' end-col='7'>
+            <bounding-box x1='475' y1='201' x2='496' y2='213'/>
+            <content>160</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='8' end-row='16' end-col='8'>
+            <bounding-box x1='518' y1='201' x2='540' y2='213'/>
+            <content>187</content>
+            <instruction instr-id='170' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='72' y1='189' x2='100' y2='201'/>
+            <content>0.10</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='244' y1='189' x2='266' y2='201'/>
+            <content>136</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='3' end-row='17' end-col='3'>
+            <bounding-box x1='287' y1='189' x2='309' y2='201'/>
+            <content>144</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='4' end-row='17' end-col='4'>
+            <bounding-box x1='331' y1='189' x2='352' y2='201'/>
+            <content>152</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='5' end-row='17' end-col='5'>
+            <bounding-box x1='374' y1='189' x2='396' y2='201'/>
+            <content>160</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='6' end-row='17' end-col='6'>
+            <bounding-box x1='424' y1='189' x2='446' y2='201'/>
+            <content>200</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='7' end-row='17' end-col='7'>
+            <bounding-box x1='475' y1='189' x2='496' y2='201'/>
+            <content>240</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='8' end-row='17' end-col='8'>
+            <bounding-box x1='518' y1='189' x2='540' y2='201'/>
+            <content>280</content>
+            <instruction instr-id='174' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='72' y1='176' x2='100' y2='188'/>
+            <content>0.05</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='244' y1='176' x2='266' y2='188'/>
+            <content>272</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='3' end-row='18' end-col='3'>
+            <bounding-box x1='287' y1='176' x2='309' y2='188'/>
+            <content>288</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='4' end-row='18' end-col='4'>
+            <bounding-box x1='331' y1='176' x2='352' y2='188'/>
+            <content>304</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='5' end-row='18' end-col='5'>
+            <bounding-box x1='374' y1='176' x2='396' y2='188'/>
+            <content>320</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='6' end-row='18' end-col='6'>
+            <bounding-box x1='424' y1='176' x2='446' y2='188'/>
+            <content>400</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='7' end-row='18' end-col='7'>
+            <bounding-box x1='475' y1='176' x2='496' y2='188'/>
+            <content>480</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='8' end-row='18' end-col='8'>
+            <bounding-box x1='518' y1='176' x2='540' y2='188'/>
+            <content>560</content>
+            <instruction instr-id='178' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='72' y1='163' x2='100' y2='175'/>
+            <content>0.01</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='230' y1='163' x2='266' y2='175'/>
+            <content>1,360</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='3' end-row='19' end-col='3'>
+            <bounding-box x1='273' y1='163' x2='309' y2='175'/>
+            <content>1,440</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='4' end-row='19' end-col='4'>
+            <bounding-box x1='316' y1='163' x2='352' y2='175'/>
+            <content>1,520</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='5' end-row='19' end-col='5'>
+            <bounding-box x1='360' y1='163' x2='396' y2='175'/>
+            <content>1,600</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='6' end-row='19' end-col='6'>
+            <bounding-box x1='410' y1='163' x2='446' y2='175'/>
+            <content>2,000</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='7' end-row='19' end-col='7'>
+            <bounding-box x1='460' y1='163' x2='496' y2='175'/>
+            <content>2,400</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='8' end-row='19' end-col='8'>
+            <bounding-box x1='504' y1='163' x2='540' y2='175'/>
+            <content>2,800</content>
+            <instruction instr-id='182' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..8264e2a585cb446d8087eb79d9738079e67a703e
GIT binary patch
literal 23850
zcmce-WmKKZvM!9fYjAf9?(Xgo+}+*XT?4@#g1ZEFmx;R*EVw%#$zE%pb<V!$8~4{8
zW6truUENh(UG-G8%}J&pB1XqZ&jLd>bP|^j!%Fy>(9X~jhKGki#>Cdl*_@E=gQCPB
zW?}7Y;z-CKW^LeXB4T1>XKcd92jk@IXkuUk<DU8Ti%!yN6S~i0b+^{fH1yH)I62+)
zIUC+2j*Ksp(#?oS5nsPt3zHA)ly`L=fDj5=6zRC_j7y;b>EdR3o&9(i<vC-Hd#m@0
zGQB<6RBlqIc}>23o?rZG$G6Ha+UL7ws51ECZ$qGNnm;APzpv5ny}7F~*fe2@2Y%l4
zu3^K2FJi5w52N<kiA@k~W{YFWBfZAvho&^EO3WwY5o{{Wh1-)Qx1lP6vMLiqD>6B^
zlSe`=HeAx@BSf|775qw^P~>~2et|JcHR+<yP*(jXl+Qv<eSO?j;;RB|u7l*`EjjK1
z*$;2CcYO@D6UmUS16{WK-Y<}^NaXvHx%c<&n)RproAu9n=lt){j9tFQe$N*c&(C25
z{J$7*ns|qGnF8K%rnA3HHww?ku1i>n`c8J3M?TWFP$C}g4kEfAAN;_tEpHXmg{`W9
zQDg{$<>Wis$`;X!zys*V0bM^TphL#sak~!HVqh=UDGBSHioF&oRd^w<?k*$i!cNXs
zm#+Y~se<Bgu~9G6@P++?WJD~!HUJxA0%HwtLh~7sdQ^$vj2{9Pj|q_?pYwon{lV-F
z1~2KJ?cO=i6H7tZO~JZ@)+*lNcY@WRa6|kYOb(eVVtbH|=fZ8hD=A+1WuB=vdWFeh
z!wAWXr)hTasgOk_A%^)v$V(f+4m+7_4FvC+<MX!R{SMTb-|Ue>&NnXBnEr;qdOx2N
z2+2MCPY=9B(R?iOW;rGU8NumIOm>8m9y0vt;4;p>ETRY3{Yq~?9oB)d$kL7I(#qaw
zE*t5nxGqV(Y9Tk2RK5Djqr*@gR?qjodV41i<km|NLDm=`rN`D_P{bP@-l2#u{Q~Xn
zdUa8aw{b8Wa!@DHp){3ashCq$<k(f!ahqDal9SKsYAu|dE5Q}e#0ajLgUe7%@`*EU
zXs2n#r*b-3shhDEQ9PcsfA0Xw`n7-7UqykhyF{tMFFEi&vDAS)7`Z2Sxc2QDzGrtB
z1~7N=VA(m5$&-W>Zg(5vx<&<+qokvFG@M<&?H}NX^a@SE8qR=1Q6oZd9!{*ZlcR10
z)!)Xy+yLXwQ9onSfPL?^!j6*A5L3egB56HrOmX3(YQVB2IeES10*>H;wx5P?Fp_T&
zqX5L?2SeTH(WXuOld~70m?%LKe*$b8DBYuy1;VAB6Rso6sg6<w1v~cmNFE)tzL?6$
z>KEQTb|S)pip_j9d;pTAiSUXEDr~z(x~?@6t#{d|;#}zJ;|q*wOSbVwvi!B=p$dV5
zBX}}F&r$j;hRB01TrciRQT$n}fl@`OWhEl}627Kpyz%Xphu@4cv+#g)(IS&dqZeD#
zd~OPghAvq!eWn3lm;uu$I<d>);7V2-`>#C3FBF%sxNa(E&kU%)B$LskjEXv!lrwqa
zb2vG-G0EiK8`6^U=Ok-$J6b2aGL{xy;%8ndJ%`gPzD_7tIO{-SW^mmtE_Y?)rawiI
zOWLQEVvft+CZdLS4Wn2qw(2`;4#dG~fGDSz(JHEWPUpw+RM5~r;_a@ehI$;&u=_Im
z_}ODM!)=@1<?BCVE_+S+>hr`9Yy@CjTWSmkvB*=f47M6KLvOwO%Gbpv!PzI0-#{yf
zfJ?rb^o$R=Gu^x1`x&b5w96xVAhmUKAf!)+O$W<sDpjf9)`?1HJ*+(~r96|M-OA=<
zbkrFO0%^wNRdrR8;do7YtVqqA-jxggh{G0MrpvSwyS_O=+p>t`-KF!|1XEAA9Wg~b
zHRgd*ADRue_vL~VqJov$4da@nHweh^+iVitK7THSL-747q(dYmGSIw}<M@b0>|NjO
zu>kBd&#=ZfP}6pbd8vx7>0lN{hD!j*5gD==Mhj#ddj?g>sWLmb>42w&HPA$IUnnG_
zi+IB;hgNpB$x*a4S_#&a3(o~Q-_8K4bx6}*i07;#N^dj0L&Q#|%FuQoB=9|Rm~=7_
z=#<_#C!m*c2%nbz(~j(SfLS5D&xCs+X8#hc1L7N^3K9c2dqG_`^Gxx^kJ!*3@_kd`
z_e|{7&qYzuIx6#bx-@FfHFxay?jDVYoOTV=QEL;O+_m(_qW(_bP@}jEsj}vyUP7QM
zL=~MUkYy?6dz-9UeHgG;!Srr_<Y+P39xNZqRGxu<@4DR2@g_kt=A6%R*jO=Q2YKdn
zR#D#~nRhRIDwHX5yj#6XlV~vye7@ACN~s*J02)IHVsY*<;c1QMCt+w(4rE?|u4_`6
z!9n9+h@FUy=90S}&sut0bYpApLQj=!25rT~{h7ByfT6ov!e7y`u6^B{Gl<6-pXW)O
z13O{gP2V1^aH2u1@}jD;QOgl7)C^TdJ*|=EUkcB}2C+}dSI-zo{VHIR4DfSJKR5EL
zzjTDb)3MKQJp?`wdWa-oX@=Wrq=8s$Q$#tk0<{PG4qVrT^P(IlZ__^TKCi3hJ3D_P
zM`I}C@W=qre&`MvAVi&SbW{fE4`b~Fh{F2_t8HF{n#qpCS=ee1On~@C*cc@5XhL@?
zcCAkgY8Q=|b7Y7QF|XE1^&}RQuWj}i#S>IR^ls?-wOj+e|EgNIds5tNiLpc@XZE28
zzRhqI339BIX0u&a9F~minIbozEe(*xlo-_|NGSi5M~8{P1cyq2J?mQ|YCSZpvez=(
zX#wlz=$<l@C5kJ6O@Zda^o?r;i{w<r4r#v~8KN$frnpw`^V5xMxzV&o<-CQMesQHK
zl}5nqS&7WzXJhCXZ6vq&&D`LzRspv}P#q*WDh)agtdc#x6n5lAPrUX?=WjfZzA-J?
zk%j&2{yMp}lwk&E6I$9@h%j0<mi-|0jo!+F#dF!=#yDM9gYe{BduJe?D2YOM_7&!K
zM^$Q@W34nx8JJX0oyO{JI;Gs4KJt>J!tetu#v<x{+B_raQ%z^h^Y1_<eOjm{w#I)g
zPd?s$FKK=+WPU%H7&+Nt{-QDd=X!_n|7yY0_;t*7^)r&_{Zr)fJTPubUzmtZl<T4>
z&LJeO7J_zv+!u@Kn_t}Rg{UM6{?uwF`jlGfecL=$1QImlc>EqZwo!5H=<6=vzD2t_
zmkRc+Q)7<OIoKXFNH~@YqK?LOC#v@S6{=8k)=_Eo>JxE0nl!uLH6o*s5~ms+*g8*s
zX{wU3mK!e6+Ma6}in5<NcC9zHsX8xAC&Z|e50hVZxQebDdd0i7P2@Bc+`dUft?#^*
zCNVs-M%44X$gWTAR^LUaMGXz$8W=}blrgP<xY95*tnb^3pL(v-6NHdH2)C_Ou-8p*
zxA33D#bvzGqx5esYsTI+ew*&n&Y7B4Cx~oeUc80AI8F0C>zC?dst9PTL0ITZA#Gp2
zEm99QCnG9l$5aF`CL-lmN>i<Cx0x@CSg};_OdxH-Zleq(5Jy$+Iz%H(r@Q0s?kMk$
zp^DrKK`}~D1}hLtk>EtXe6l8Ll#K@vKtFyHv-n{y4H@-3Iy;8(28I<52AmYsCd{+Z
zodR?WCm(M~hysfl<wHk^(8b{w`V;Q5NJio3Av~Cu2JWb#o7R0UlQCtYVthbmbYKe=
zF(V_zS#RbysxqVEL)7eiBag`CX=Rz(ed$}{in%)~I+nM+cQq>w)f!;7;&}lN6Unbb
z?By@-=$f4MqV%|q+X+!jrlaF7nwhkw^vgJCE1z6K%5ujsz?;Y$bLC)X&ZK!M8yFG4
zVTmm=J+Y!^%LMKTL4J_TnfR<&Ut*46u;iW6yr@)ygrda6yLJ?Uo5p;`sS?+k<q%=$
z$RU|`1E?QOBAIB0hW9nh^?uQ=J;H?q6=v>H6=Elt^HVmQ``;WG;}(jW4+)EW)Sqw@
zDyx)yl<p<t0EQ)sc&j80ES|2O!6{<$4sn3kxg-YJOC3Hx;Iu~EtN#dyKS=)*8Jx_2
z2L#jS|JVR9G5+7|09=w}?J_?jg`U4e{`mSeFepajW7qI?Mwx#ucvqM5(+<=)y=lFq
zpU==>O?<-+Q1roWTG}E76m$rH=S;_S<5U<V=B@%gbdcM_`N_4qE{K8Cvq%7IuaO;G
zDcoE}2_ZR@RF>$RC+Aw{?Ia}FVOTo48%$ZE+uhiEmzHD%|7!Hw@1>!0Fu_p<DZOEz
zu&axiB0BNaIPFS@hoDoMtj!6s^)R*)i0&QgQ~wby<TNy^WlOlAfFf_sEhY8$XW&7K
z-5HDmZ$=FdTpa(>#4ocDJVyJ>xzVJw(G_7T`Bf%VA)5NAaxGB|o6%qCA;j(wRH(I<
z9Mpuy#Cp!zDRb#Zk!z7!%?(Z}GkBYw4MZL?bzW0rO_%%i7V~lKFdDuk*r$<@VP)vk
z%bQXo7)Az6Dcpsgx|n)XL1=teTC=ox4--=DFxjE}>S35w`w~UgP_*%rc)`myU?5l=
z3+89Wf!_eKb6qcSjQ=ix;CY>*1l-xEl!iUJP8}QJ4LMy9t>E)BEm~yifWJQgrqWCq
zg}{~FG`p#6tUhhAwNX?A^8IrAvPL*FZY2>r-+nbj6tlWOaZRK%uzjaOjmHf`6nAl#
zD??MD+QuwHDIjX;27svMggg>GKn`1lX`C=`iR=G5p|czn!cOB%>}18<f$trn3~*O;
zrVD9GaM^5n6)l4Zb)vz@s^uVJbjn(@NsD27;5H4Z?^(-0*JXJ3-2Ro3umW#H3(qHF
z_i_?==5&tvflQkaW#Ion<{!xYMkXse%iqXk`7dCqc-WgTC>WTTFvyx1TNnu0xf5#r
z#w{Bo6Cpb%lMW1nlAZI%K9%tEM=M7YTW3P%-w^&Fn>g9II2xHaeQa+P9PNyhO`NqD
zJ~qIF3@Rq>&L4cD?#|-Me^@_6{b3Qa`(S7M7yrkOmqGZW{2|ea@b}E21oJ`qdn);V
ztswh973BC^oBvYq&)oLkH01nf^xLW*qyK+lLZ*M3km>(m!avF8pBnyd^DhNIJo4dW
z!arViB4m)ZFm@u;g86M?B^buP9>0g91fxUvF=UtDKK`dO{w?S)Il>0c2G(|Fe+&Ez
z53(lC2F4#XgiL=X{eKAfZQOsF>fgYCVGxpKkh62NF|dYVkXMi;WQ1W*ktTF@bon?C
z`5Owq2mTkg5<AQvNBsjR|20YmB@UQBo?}pA{0zhR8^cN;uZ%E^e{$|Wc>bZ!|3Tt!
z8GrZppA!E|%pZ^Z-S9sY`{Sa&YyW@6{A1PhuY;j~o(uhbaKy;Q%*Xfd6C#~BZiGHU
zxKKB_ZJc=VHc{H6#5~3MI}k9Lexx8MEYD{UNiOG_pF{5>T^{^v5Ov58BpkQBP=kpG
zEv<Bv!O&*X6}AFe=y6rXjS^GteyMM-mr#=arsv{62>sX=nM&QnIAh9FVS);=G}Kk|
znZ-VnzBY6DkKm3rA?tV{M@XnH<YYvfA|6O8XhBKTexehr1D1Yx9^lTQlIZC?$5Fcb
z9moHD!T1lW3K=+={LTan;u2yq5-Kz*7B(hMawcv{b~XmK48LncOq`4yE$p4`90~v6
zl0n5z)z;$oIT<0-pH%U$ko(;f=HoQY(aBlZ+`y5L^)rKv!Qbyp4C)rf&gM>9ALP$}
ze?PL4vWubf@06$V0kYp=@m~)81DU^E_HP|O!oktP#POdU{#(KaH{(Cpf5Ys5VW*Qf
zw6<_?`RMg`*Z<P{e-ZOP^U8m>#~)rf0~?e7-FQMDDO~F#U(tQwo{gD<kd2*H=QpIx
zoCw)iSy?{AFbFys{m$bb6(1?sz+S?{!p!`y;&03UuKQqyVUYX?a|<IuTQlpA?Ehgo
zXA>JWLe38+Sqmp83tO{41}0=@Xa8`*hbunNYr;gx^e3VGms!Y!Ow257|DG(k2u(j)
z5mNr1C;sO7Z8SY57AlxOtbbYXKSKfLuUKFtWM=-%^x^7%9jP+1edgf!M{Jz>c<3vu
z-d(Kg&U|gEFtJ%tXsXg!A^%cTM5h%%?4?*(Jz|9;k(5~UMI3wxPvz4+-dqp-SA~A6
zL#W;F%(g+XZM%U5v14!~XE-zGYtOp2N_*_gUFRA6o&4jw8(te72idRLUV11>!N@{E
z00<Gqv2ju9;`hspXZfIPKSGfWTTK;H@tsB@oU)>9xkl+O{(FyL`<N1L!$-pnoC6|}
z9MRzycP(`<Gu4|arr?=o!ouLyS6&+~-x|=fFjw=k`=f#|GoX&4y!tv&u27jtPJac2
zpyx}xtORCwU;j9{dr00gUjj~?yoQjh<20S4jJk8s7fFBx^!F@Hzj?lRIx`F*qwHgt
zP?GBL^dqtF&XhuTNv%Sfi#e;2og&{&fQ2-Eg#Stp9W3|>RZi51UPL&Fd3zs)K?0(t
z-|5c~DCT0ROHkMF2tu8{b>CS2{fj=Kq7f+05p#SX69An9r%Ol<x!@Besxu6>@b!_g
zrWoE0Y-_|@q^`JKzSa@m4Sj3ITPUB*{p{u}Kfvrz@QK*x>sv^t@MZzQOxG-ffA6Ps
zaf%rf%L4QprPefEVY}RB!0MrEYt&hu*OA@P`622J)f28yK&OmeiQTl@5#){0)3O5!
z8i1-Hlj|t;hRKtxBYQ)pd0KC_?I@@rj!y^?Fmyz4RDa{~gyIv^DTz3Je<XfGa5MIv
z2uAlkSo4rnQ%1TpOKnDP2KG?&2BkGYSFjmSe$;p)=1J3$wIO+4bUzJg9(^|xcF6Zc
z=@ZQ-nN#eS?^j$6U_V^FslKthL4A_<4EB}lD&CwqKT_OMBsQjHD&&dFmS-r$3~ERX
zYF8(d^hR74JTKvXkJ$@5D!E~PLVpeQ754+`Du$u^+z%VjQi|q_A1Ouzn=Y_O0<-WG
z>>C1QehWW`2{_N~1T#hP1Rs|ZUN-0Wa%mNCS=s%dtB;HR2}yA4QrO>u?Lh{;5_+Ma
z2ONF2Cp>=YQ06;-Nqz2H;AH5NG#BJ?wK>V0o|9FQoqmW8unGNW5L2jbjF_--7wk_T
zN&>u$Sw9txpo$^2dxCsnLdSD<7@?3u%?5O}0c308xI9pEgjUq~eDFg{7F0YDZozc?
z7dQzE(c42?mGJ9sY-RvdMJ^8D*P%0-5J9f6If|u--ENOS39w7R#@Sn3o~=mg%{h1l
zi%J;2z;g`&gOCZ(6!Aa{6o=gzzrR?n<m=RJ7ld1LF5<<*n~ph#fS)j@Ik9G(ZwN%e
z{Nd4C0grI5nlmOJj$iZ@Q5_p2#p+TQL{{)!ZmI)`z_mi$mF6-2UYLg47V?9@JNGL=
zzBrZ`w!#xxD;VjSD5L~crE(MWb9VGT3A&hHfbNiRP0YfL{7KG+ALz|S2p@&$o}?uN
zXC%P70Y)d*7SyUea6?>g+gUrnu7`We6Zl=(1K!w5M9~>zZ(6I{(=G2ApljX7#uOM0
zWECTjG>!6UHM$A(ef`j5Ej;5A_=USwhl-!A($D<8<_(buRyIJQ4cPmVd+U;n9ujv8
zh=!wgur}QA{gMX&h_V%%D!>$oZSFbK%d@*gYuO+>NW6U=dpbXR2Qrov^cW726Qxl=
zaw%{*biFt>I&`?fdJ8B7*%!PEc1&?Be3z;@1!KW8wgWj474SlJFU7p=xrH%L3!=*n
zft?zHb>QBJt{(7taCzZkOz^Ht@dhcs#d;zyS4n;=6|msIhV-s9$2tZ=%!FO&M7im}
z;SI>{?YjWe2EpzCx$YvTNbqbqBZM4Tt<hz#FBlaaLcn`|t|fS4@74Ss)}n>5(2iMg
zL4}XNBr{m<@Tm(j(T)glMvx^#)1Yy2W}pE}ZFWAs=dEAJ8q!NRt@8UQLcJ%g{Yl8%
z;2W$+Hd}x;Dv=+zB6`0(j>s%_d^Kzp5*JQZ7+XFKp>CDPDgXiC#qSBz5xo(JcOm^n
z?UAq^vBgbjPA9zD{}+Te!5f}02!F`tfZlZ!S~qKiN}@$!>^R}+o={5_`Baknu(&ha
zE#TG}RJ&P7*DH%?@Jp9rm{m%h<d3nNXpcmXlpm}=mkYxDGOvuT<Ln58hs5x>PnQ~p
zeBDm^-ils%3H^wu1&aue1_*z`BL%H)w_*}s65Wt`Vsua&zv7}+2=pHq(ufE%y4zr9
zN0{}oBIdv>qO_!JquZCZpu2T9;@fq1^&jlQUi^H(cF;j=wHdnK3fp>u-+){kd%$~P
ze}R6>6hK0SnbwvdPh{GGko`3*Gb4i0J1-Y#?~;IY1cA6N>YCKCht3s@A*7~uq&eJ!
zD8S|y;X4FHV`@^7PG@p@;_VvW(XDI5Pw62QG?TYh#$$?Y<CvcEO)aB}{glPWn9Gta
z4fC7Ugjt3j(|rk=P}39WVFx5x*QgAn!xya4Nz(J~*5M+Z(E)epFXJK@%KRscerhWh
z$d)~JTQPIui#MBsX7P3wNDO4p4!{%2#WQTqSjR)$!)<%gS423Wm`QP$q<1tgI4FfK
z{rzc_40Q%4-ako}&h$i;M>rpVJV0F2ub=&*im97-+>*6MV267V5{M4*zRY7L{nDSw
z36HZD8cS1t1b*y3yQee@?2so)-J-f7bESFm*Brrofa=7k8+39<z>%LMv~34vI*W71
z<%(X+r}u_0>p|RYwkPO)u=T{umS*bKVoZ!E--5crofu-6W|^Z!AVVGg-0qJ{Bz;Iy
zd|&}S7*F;VJ=u$vDtywfH>3ch);(`byw?CROwM4)Ju12=*!h07M8ac4Q%#jYIB8oj
zU`|9WPBX$>L!$$owh#Ix36qF>1(MMnnwny<p#GU%pJDISBc31nxUXChOD@cs6U0~x
z@p-^r3FwDCy8SE0)%$GxEzTwXG?#V2R~H~zL+?GN1)#K2@T+t3mUeTpwe{#KmQzJt
z5m|RIp>f9(weTzUX{?%qcE}g;Jj-}H@YWdgpgD};aVvwti6PTG>=t^VDgD4n;57LF
zmrnnQz;Q2|cS`^O(rZq82{lKk^X-=c-h-{d`{Qc{pzLk+NnZTaT=9K9-mmT1%OI!g
ziv_v#SK|F(+-Edj+`EFVE!p^HvpjY}0`wj28)$7re~}VO#DbU;)#0q!Cx%~sSn!};
zX#OFZ2ADnsF8O|e>!#D7!w%Mb%k%s}u00612waWtRc}0*p<GX|@g4+%s}nGL+3@C>
zbsfdUrYlqw>Nza)r)6ao_FN}TS9LRqJNZ;e6tbBL92=VPb|X0KuH%P_Bu?UR1YE}U
za;^)x<Iy(_b7=LF2Fdy=Yx-H!h7q#n5w*|@8ud~S9jYM+tfd8HrU6x0pbmy97y+hO
z;ToXdY=#UL4!^OYpqgowDY{737WG(0@T%K2-fW|n&_h04d0N$zxqj)s25T4XP6IkP
z=mV1$wiWLn3)P~9uf<x&!@<!!4p^(YY2dQTN>Njab}cFb{f3}m9o%SziSGb|0faUE
z*#%RODveOZI=Qivh;2r5iY$D(7h)bq%l`N(^lAF>ae{1sQTw2_X)xZ!leSzUH<zo2
z+_Wqz4IC#b&MJsa!xf!i$z4N_&C-Ty^g^@a_-M>X#b%$!G1A}8$GTtR{D9mx;9;xv
zCniN)Y%vawqYs8}o5Suv%2JbZDn;D>b?Xl-^L~l#=#&^{|4S47-a%1}Em3-FUHm>w
z5MkKGpkIYnB^o&H@?)0LwDVl+E42<TupFjygP$~)k~X<5RVFsxgw0igOm=sEF1#!?
zOfQ%=`i@uSneX;yuaj8Ol0e2Lqn(dVPEWL2DWm`!8<T^k<D$k394PDxS*VYb)lG)l
zhimX)#2f!WcXqs#a>|Rr$IR_1$Lg#2hWWA`RkYA(J)RBoy6o*MLp9!{$>tl<{l3um
z{%NTIo42_4q#6m*BY9XL=#m4MhB{I<trxUk8xkKJOCI?ioory;ht%|Rv`GMTUl_K#
z$?|%R>9emdpWAtHC-xi+do6qk{o*;@cNb@dGAbI&*aQqdM?yX(YiNRHB!YxltqP<e
z#K@9fgW6>1D?PQl3nF+tWh3{8u1^a$mxH1UgUaf(%`Dc|jMl3y?%i2@XNg7-!MDJl
z-J{V1i%hkMZZN98Omc7KC~@?yY+0p&OT!yS!<TBwi6@!j5f_vaf?s;I7LMDcnAvMq
z07!Q>SIy)CfG~KMm`GCAnWU>TX0NW_`y_o{#UE&=NsF<#28uD@+xacJUx6-}*p!gI
z$r8pysavmoW7D^WAT5u<G5bQt%+_SB^8Cc!ph>s95aV^^*y?ShE-bzF>ht={785(s
zQh}9x*sUzx@6^Hh{smMsCB`=#SL++^y!(uNd+0U33Ca_$YYrg~B#L_zP0%YO)s)Fk
zV(JapZ<6W)vN1jwSf4{@4;Vqo&5<M-^&^EI&_PWlIbcS~en40Yfg7g)XG~k6P=L$&
zm+;}qiDDMTGH<b%SR7ZwbKr$Q_}F!0eWx3<>rN|%9I*t&50;yHs-JW5aV_-@BcXZr
z1tlNOG-B6}T;n8x|3<dm?c^Z0W=fu%R1ff<7-n!#0>o!}!EvC^!@pJnmn7iz?VMK>
zlH7;mL1YHtl5DVV$+Qv=8FdFKSe!w{gE8CQMz28t!^Z8=BiBgYSb?xby)}Z!Azyfa
z$gz4C_O-@2f4NUU_{BG4kP=+*ED`2Ha8z?fg16xF-|E)IxhnotI&jcQZaU|URfA<F
z%<)TfH$!t|{7P(-?iL2Z&ur7{7EZbdgXZGm;VJbi{PrB^FAj^FwZBA~*-q---t8ye
ztqkV<rJD@oEufD|@~VXNa#Z4YN@9jAYDj){Sf%09ZFhY-#DN;RM{Z-TS1xU6i44M2
z(CsIG6vi4_`$@RoB%Rdns)zT`aIiNI2EJ4RxA}UneuXOJWcA&T3{XCb5vUjxv;I9(
zp=<VE`<yZnmPPI8#xI21koFsb;E)-uhybv{&^<|Q5EMHDpI4}!XwCT=eu2p$J*nir
z`^V=<AA~S&U<Q_G!A3W~@|&9m=)xOc0WXHfhe#U+c*UYJey0bnq%#lrHnl0e{jx8(
z4%WUJ9I7qECl6X?K;#uBSb0OiB>T#qew<<fiSrziqCBl6NJDFKpyncIgFHpb2Ot3>
zF))aN;(;VR{56N#fay<ut?$h@-1+H+4O9y6A*@dpFy@jDe5*aZ3B((fyN{m<t%BX3
zgm$hI&9p5UhH2}O10cOhI*hshrFMd%<O;3BVY}wWf18GHBUl4`uYoy!E?HMQ6`u3G
zh6UHK-yCsEoJ>B>ou6`h>if5`bJVNDw==YdR#NY*hY(&?<mL23D@+v@gK41goi|&y
z7ME`K=5E+PT<@aG;b{-Cw-A$^PE87)iiqJ$tV9Q_4*Q{JUcdq7QzP^*mu!HppfH0i
zBVEKOSI~aMgGbCaM8Q?+g?f6I^6fN#!ABANbjk*7b1HnBB8u?H9LI&{AC+x+`#(g$
zt9<)b3<T+}_^;^Ee=!nX^aUzS$$RHLTWneGFHHXk1;<0YX@Z7-L(S2O{sI>chvMG`
zrk9=2-aGU3q#{}cOZKzXFal31QcI_6xT`T)ufjCvCca8CaD!|6owYY(1gmNyJPOPd
z$^Lc?6CLB=hP#ljReNN5!U-Y{V*Tx@?3ihX1ixr#2+%b{iA+!*a>jp)+x)qt3*(7Z
zkh>~Iya9iEzT1Hh3eW5u%%n<B!C0v};a3~5{8Y;&&qa<qznr{Yl6R#m&W1!qEk{Sr
zlVWp9m7vI;|1k8T!<x~tLzC^Zo@7SNl{}|=G+yz1i*$;_VwgBUMKa*r`=z4<rFOBU
zpL;9`xGL~<9lYZwKp6p(|B+5G2EvpxdPTqAqFZ$sIAp3!1l^u`D@6HVBhuekc{^AU
z;%-Ns>d@gO@;-e0p8pgTw+yq~DJvS*$LtPkIc2Ot;;{4}2EXr#2)QJaS}#u;+_(Rt
zM|+#MIvU6~+o3x<W7s;c&`E+g=#^!$IYJvBLq+A%w%t@jY^M;p1ivdT$1G7E#uIlO
z{mL^&6&a~^oH^a{q+&qQp+Ro=7<u{#^<^;v&I;KxWFT_dji&SXk(1uALd@s(ingaf
zMlS~V2WDfWDiT^EUYC0RuF8~@_j-sZIW#uLmI`k#6OUJOM56^3QXY{(PXD7)DxGaY
zZtaW@)2t`t10Sus)!^tamdPkkd7yVL403D?sgv$Y+`{vicP_ab<{kOhRBMBEF<{{t
z{}b2<+FAOSqH1OMEGjiq0r&FNCG?vP*=9wznPqBQRo=+f0m%-nstC3Osw8<x!Ckn@
zp|uFN$9L<PqZL`qgn}U#h0*GvBKiH23wheAp-gpC((3R8cd<yAb(d^duu6Idq3}o^
zEPix)q>`TxZ`!mZeE1Vtj&{)4ZGvCSkJ<C9gdZ5Qp@j!02OD8wr^F#E2<Ykb96;~)
zT#pc|*qfvD0E@iid9Jm}Pa+tLQ{DL6*Yu2B_WTxM3AvXl+l=0`&`uwBGoU=xTY#V)
zFE`?xhR7dQa2hVKE|DEVqGniTa~J;FJw`fyQjs}d0zn<WtM{ur`(y4Vt6t8b%H$X4
zz_kX;dqU`Y#yEM1=pXvhz3QETnSgYmeoqy|Lr(J_Qze(XE(f#mnLm1DB+c=Y`Z@ki
zKjhMjdYSpKxrIVN!)-g1+JJfQY++L-UcY9fv6iQ?4-VP`<*acWm{+AQ5%UlTES<Wk
zY+0&Ka@-|Iz1vS475GMZ4y|Phsh>S@O3x55s%u$#`%DMxbBdQxW0HrlAhe$DR$HwM
ztF>?SixxI0%W}(hY$yJBo@*X}EnRb}$5bEO;Ht-wAHq^SfLS8~<T64$2EuBXrmw*>
zH8Z!MW~m6O8?}#U^@|Irl10wq*g;0{+ue6Pcv+pYklxJJjyaQNne>C};J|HtE#taw
zNauhK{pt3B>kN#kY{s@K*UOXQ$CP5MlppoKu=g1(Yvv}kmjIuu4c>Of8^#+3@H%VA
zP}mv51pBKLYNTOBJzHFrm_KXP@D{qd+(1S6=;xS!sc*RZ;u)yOH;a0L;VA~HOGkR>
zzma7iC(`)fgHH!^Xz3*}%hf1QI5z_~%Qa^^fnpu=y%T6W8V)Jcs!<N!0%HQQUkIa`
zq0oc)4PRP|aw#pI2C6;qG+jUg@>_(5ZjJZwB6bXr1rqZoKq7kjr&!pc5a}YSJ!5}W
z>E`3OvPxehZrlapk$P!5X%JsJT#QjzIsuBli3CC!csC1ty^N`A<q10d0fBx@b4(}I
z>cyb~(OWGc;^RmUH;E;T2hmu}(eqz74k7*#-CCG%mC)ih{#Kw`;gefj;hpB?o0w-?
z-u@}JXL5~0AXh=<t)4C0C>Yqo5=%y|T0)$x03!{Y`QE@7icc5jdH#8V!|_^#Vcda=
zU6}cutB?U>Mq4GvPCOTd`$1oeyrOp{@dRo0kra6og5!P|mJzwEMvTBD`~*X!{ia4I
z2lenhp%nMy$9|g95hjUa8m!A7N6uf9xyQzol~Y-S%zjMlI}7Rj{9dP`s@6iYmS%yM
zAh9@CSLgC;;j8N)-Z``@c{TKe5`og9gI2d8M4talemG3+H0Vy4_qKlSQr+A^gg=DS
ze0(ZS_rB|rXibO+0x~dpLFWV}j5w{OdTKGYWKh9%$^jNHl|TGG1gNgPsDKvcnUX;*
z1}skHuL}<@eGAQnQiCXU*yj}kjjx)t^(0$j_I3@d6#+P)-sp{%xe*w8=xfDDQoeRe
zGgx52y^3*=y=`>I&4&>17Q}<S0x_^4WsT4708f|Gz7!XvS0sJi2??Mf4d9fFPJa)u
z9!s7{@_6JT-_~wIMWAp94m23CRc=Bkx|K9!du|Z~%F;`gRk}KKOmvw!yc;(s`36y8
zPcHw)9=g<qJ^3w0eRduApvs_3zNML=T`F8mT-t-50edl#0+FGQ<KUX#rK3bt6JRhO
z20ZEaLk~>P_R7hi#t3nbfEPWv=8zDDaxpGFdNID(_VSmhpE9XAaxV&V&lWtsY8&ud
zV^{KZAu`oad^)`vT9owq45bA=jB;`UT$=jWj?KY@y|7!z`birV1H`55^jITavCmT_
zm}M!^-4Oa1`54|azcmt9<2Eb^1U^wPRd2q&?Kngm|I$H6`aMikVFCH*Ce=mk;ofD8
ztFN4R%>^lrsPjGfs^{H)hihVr<Z@Gf+s$OK7jwzHlOxb2QdmQv-2pg`jsrCop?v$z
z$l)S9Zipbb{Ye<EBjGH+tLQoJr0Dt3N3uc10WM;*i^kjv)ZGH~JG7@YZhfs7TT&KW
zqn0;ttrjluZJ#`3?Di@pig>qXH)2E>i=0u@r75eQ%C5MUFFWR$X>Tq2o50ZKgD$8-
zhr5w!@uk=stv^n1Ma)i~fZwdH-=|%>H3qc1EyvX3oW}@tKRzVh9_h4TB=T?An?7tr
z%u<4-l<-9baLEx6d9=wfjsSfYFnG~EfISPy&-?^)H0+qc+}a(jK#b%#n0WLU@esmp
z5f*4!F=Ykh%$i5H_0j%k5?A*-w|p3th_ZOtAKMM?C}m<41<C*x70}|e*kgeS2o}(}
zOz^=p(9sES&<nRq%v@!`QqhadCa`Ro)V!bHu_^^h@@A){oFOu0wEDeJ@eLZ-F0GH4
zJ2982)&Su0_fKu8ikI-C%tXeMLR|u81x|n;=DaKZlfqph2L-TzkV9f;##S($NVa_0
zLndd=RuCI8t$ucxY9aLkD?sD7ykFDshhi1E8Pjx!YSu!l0GmTsXUHek75YvFPxe;G
z^(fce=V?%LipV^j9j|=EeBMK%8=SeYyL_KRgBvKe0`X~IXP{RE-ca8-d~x|)ifIA>
z!L;(B#SNS%25;C~Fhb;cSZBDd5JQ1Fp!|^ahRYN56}%&2L&&bc4L}4n*Oh+{cs>NZ
zVZR}Ig6e%oy>YuibpG^;>Ju58I|Vp6guNkqg88^t5Zuf^2izY*I-|XY$L9G)+r!8W
zSa9H(ZOQOJnQdEV20`u;xl`hYhDF&C#r79mnDaoy4eZ+EH*I-q`&YX2(D$QWi10wm
z4=URu(+`rhprvj*TKBo0bjxW6&^VyG8n9<a%J<Gc7<<EHhg#XwWyk)q=e6x-zL4R8
zof>qqC&`XF*nVt*X6P>232{f(jZWPva>vq*&A5c|#^%GT?l;>~Z4veUH67IPrO&1X
z&n^7ixvIx^EdrDyyzN30x7Pr-M{zA?ahurzkq`DABqwI7=OEHfD%;Fk{YuCix$~1=
zAj1I8CAl|NC$3%q`!3ys`h%1=dMCDCQ1!rKgq_kxxLq&%uGU4RJIzL@U0?Gq_eJ%k
zt2ad_>}Je)&;1VG1D`j)FVJ}~co*#b&iaF3ySVp#9pd@G^F`kS@{86B<;GMORWw0g
z*HGLp#YNHs;zQg6)eDO+1b<XcpI<NJ<@E#ji`fgYFLYP5UQhMT;>E8A_!rC<a$nf4
zn9ZKBi?)aA2i_OHH=uWTzi|Fuf?fHG%}f3ZgBST1D!xGezMNf#i_{027uGijzo@Rh
z&0T^E#TOF3&}V4kZ%9JWBruG~%#uW<q%nm_aEX!-3ABl_j>Gy)!Ej`K05zt}Xu==H
zq*$V2NsPv{SmIaVA$v(6hGe_bE`{+jgs3B=OldMiqJ`g*<CT=eMk8XDB7!(1!AnV1
z`$gA`sW~H5l9EQKjIm3J8jZP1Np1@R#tE56Xqhs`iDHcD)5Q0a$m{$wr7#jjjTtqB
zQW8y!IW5R(hAsA->k=~s)e<oB6V-Nzbn_F~X5_fS<0{Cl!gHJx{U6?rHBpESP>2*~
zWET>cB@sEJUIH^^C$~2%$#I4~_EPt}9f5zuYm3m6r^ZW<h}A`Ci_uf4$4?l;KBE6X
zSr@4yR!_1TZrtN?<oyw_CSgm=o}@KgX-u;$W=qnX#64U+;_688BWg|djOacQZ;#KB
z-^2fel(8=ACUJdFur7>8#8>!fShp^YM+Tp$i!3hjbr0wf&m;OJn@292P(G1Ao<Ff<
zcy<r#iq<3cB?6apDhYEqXC!Km?25@Fq+Lpvq&kUxSZ_FEkM4@iBMg`LJh3bBe)xG0
z^osq8=rP<|hL6aP;+-&Tgny)D59%@6TdtE(FR^-faS!K;?lIO|-j`5(ByR81QJ8Za
zRbDbvnF1>7ELytMtU1?2ZkjXFME){M7(%h|p#oPlLJ5gEJ)Wfa^t3Y^p7hW(k7eFt
zgTLmHyQTyMAi^0XOQr-s{Ba*>PDNMnb587ZPB5z>P;G|#INz4*Yqm)F(Z~%NSIh!H
zlPhas+H*y~43OrGktKTo5aUXnEV#Bn)e(>{f;}Q`{YIZBeZ<t7$u^6A!{W)MBRQ2@
zZVszzL35kCsl+gEj$>1THz%$>%Q`2|ZQ&1LfvF=c%pya=BGq=p<w<^;XEv<|s6XPo
z(Z1w8yFO$%db|PgB<cv)m0`$Bor!Tq?TFTutIo|h!g!+jxbTeBm95TOocVQldjrA2
zvnFC!+zik<QfrOb5VI?B1L)13-pF}kc4TY_pBHf-`rP<F0j*0K*#i!XKJG}J5q-kn
zLhm9#hx%@iIXrn_Amc$lvK-@+*As_NAfM#Bz`I0FzWl7&Vf_u~6NP6ypS)hKUopc>
z>fzW8`V;j>@{`-l^~<xHX+B(ic~1wp9qAo;-S|8Kzv8^c`-<=v=K#89{Q!M8IXB85
z_oQO{C3*mcBlR1rC-~PCU-7OIen7#ExM%bobN^?OXr@6lQ$y2~UL_4|X)`R^BzQv&
z+KityJ=Rb-qoK9i)?i~MB+Ha+=`jXI+km7YTG|}+&onqwFw0<U39^Ps%V=u-ks8o6
zCMFfQ2x6}L`f_SL)EekcjO-bsa)$HvDqJD5MywSnvSuz7*{n5K_WtPuruCfm;pt=h
zwT~4MbowQAA=b!R<0&;o)>vAT>B}&#*xXr_#%49D6(OY+Up>C1T2#a|)+6j2l`muO
zn`O~<2UbK?nh;@_B4e1WTjOyj-PY7EF)S^g;JVUlF?8NF1Y`~Qj!c?i*1#@{o*249
zw<X&cXDpeVIJ$zbjyKil)zU1ho>;oVx25O|RhhBZ;4I6Yn7YEYeYG)JU9vfGb%lIp
zU7b8LcB^e$<~`AE3R)jJGefM&q8)Ut)ose)9lomxTeAB?usU{E8@5bx(tM)Wl!K?=
zWfWJtSwFOldLnrTc_)5{=9SLdmu)gt%U>IG;&BJ^%<PrW(XVS-U8BBib>ead@eJ#g
z)G@GOdR`-ZqI0Kyhwqi+)BQHcXG~BVw@h(zenN2a`I+K58P6c6c4`^(MEVZ>Io+qP
z(`2*ud>QfMpIixeMz1hRH9}}*pG6gAA~hrxmA<l&>5M2aeHFY4{#Im6!#S#N63(Q8
zRSc&tM)_k@!X%kV6RRLvb&$#<QglQe2CbY)mr8}4vMAvDW)2<{#Dft%k5uqh0u@?r
zmLksS)v~#=IE7VsXrQTG$uTrIXz2@l;m5*pMkb4|n*9^wd{bzH?L=YZpf-+mSjjxA
zsj8jqEk3$wTDzw*!Cm<_f>TgHA(jOE)AwR_Cslct{InNOX7%%%sL%=U*zu|5$;B{G
zPiDO#m~isOk=3#(Iru@MS)mSSEH^G+2|J9VEQ9Gn+B<XIoXzTD5xDM#FXB<*Vj3tQ
z%v6fHCG-iI`H8bI9h}lE*5IiRwBM7{EX_*Fx>21)ieS0CBahFI70}&zqQ9F~(wtm_
zp4L=%C>J5KO0{u$r|l5we8LGY>8&r(JKa+t#Qho9-4kCb4Ga21g%u5^>e|W%x!ylt
z$08ry?&&aSW2@C4p%H=vuM{GkJ)S6Up(X_)E*Ec&qKv<9Xp<WD*Ex8hl~qBfEqb;W
zZ~6>!aM-epeG~uE+4Xl{cMzG~;Zve{f}=!zD^inbI4w>;hi+4#pD6bIz+SlagTU&z
z_Co=q93TILqlW9oDlv+auMV&O9<J=#f3&pAd&d#WD_25HU&b7J5*}rcDv;U6OCKi;
za!F*C86wLRquewk>LRtrVPd9@UouA{w~UpeON5^6EE31LGJlNdx$vzgtX=hn+b?4y
zlz7mGbS=-5Rdmku9DBOBNzh-|8GK4+mgwy)juYjo^mLlO10L&s!++yxRR&*gcz03B
zC*Vv?0$(#&SWK^F_5jl^Q4q*w3<o<FLdHguA{c4+E6N$j{`hWO6E$8s3~f7KBlD+=
zVmGlqF$IgDME!72CNG4`N;$;uFZ?)RfjW3Rpy2(jKkb^`mFL-Vs%K2yT6f~dY|_E;
zs~x|YE^DL9b(Gdb3~o!nx>^A1_&QZ)uZ@>&6fZj1<Y(FVo{l@qgP6K_GkWDRv43J_
z>0o6&)KEZ$x7u>YRykr$qHLs4Odnxf$&*UMl4n1Ki07lRkQ1ND)Tp!!cM&j2$Gd#&
zNFSlVzP1*|$RQfD*1^chPB6n6Stw~fa!UMOE!RyI<G{J_NnjBBt<$Ev8ls&~est}j
zh96-(4ip$P7e2tX418rmHdH`RIG0=}H`iPVWAGqk2Zlikg(|b~!m!Fdn5JDsouiDV
zy+4<L^^jruNZchP^%IOZd`K#pqFyQ(J4FvK^p^mhHGH}9pN~3)_QORE0PWS><}&h?
z8}iz`Bm2+5C1pJ3uj%rvbV0^Yb(OOjCQlnRazmQ?w-!WnC$J?|QNqQhc(vjzX;uY-
zZxP^|PONs861P|2d0AA%?Q1_>SCk%~U$dwy;#CyXcA>jSNM?XzXSeM=Gpe}}%z^`y
z2>G_4dwmN%c{B+V>0Hwb5y(*B!1~f0O8a#*={9S?zD?(ztM8B(5#`?(Pa<F|h$&ON
zk4qCweMt<?T$n3u{3XH3CqU3Gh>W}Byfl;SS<8U!y#&)~0YWgSK^gP0`-V9Po>Z%r
z+7}&pq0~5I#^D(OA<$VuR>6p<bgso_#d)#N35%nLdS)`ExSU{u*uA%~6q2OVkff_B
zWT@H$9CnxHCp9{5uRf|xP3{O?uR?8JW959WK+b=5nFdvKEJjp|h|dV+3M8+6Umb@q
zIR=gZRta1)#~QgC<%;zX`@Fm}Z5#zzG$6XvEobD`p9hl>e1aks%|)g{lqUtPDmhF>
z<c3>Dn;O5Th;?A#B<0B_IY3^zM2g;4Xqc*UqNLQ8JVk%BT;%O4xlB*BN@fyPcoLtC
zmslsf(oN*SL5di*w;j)en;0g1WiN#<H_}Jt!9j*tvX@X3rTiBqt)@Oxk;+VE6zi*_
zSW%`TSy5SHor<JJSs|@zqT|;>Z89o#$x+qBI%y?WNgtiWFzG9MNqqW|J~EFMQpD7~
z?L?ln#4xQZdue>zkv=+)7Ba-<y=}R}gj|#Z;F@4-l*C%Cv-o&rA#{|oWQDK6+9-)U
z)`{Xm`;o!6PjH<;J40CFA$XIvn$77DkCHa9R;Pkp2(E(j3H05K_JI+>UlH_%o7EzM
ziP$MY6p=ZKAMBA(;w@|%Sh1lq+AZ5K&J?&<Ihtv*jx`%&Lgv`uO@kX7P2aXz{MKNi
z$jNZQY_|_JA=(shLbOX7p1D}Nc0!(^jsWJ(E0vi=cMl+Fj`%SGN6?<i57j>&7Qfq|
zMS`@m7L+UhDpa`15MU9=>o)pQ(o`JeKy1ngC`zEGll4#dY%Cx;=WK&S3O<dMikzL+
zs@&0IUQR$eXA=nG9fRO6bIK#@S||jn<s4Vdoa9HnnpZjh@&dZV(#_5?5j{q2%}eQ9
zqD3z|Oh2BQ1>^#oF33gi#6@9@B#l}F<Rp^X%>q%M<S8Of&0c1&f*t0Zl3%ZUdQ~Y4
z?)2;MsP_<pR;Id-3NIa@FpzJs#y)f!CxWCnP|{g~+8j=TQs>a@CNK^T3b#-gt2N^$
zL#9tY^pgXj4#(&>=(CwTmNRHjnQw$-hT)kYb+Gm6f_nH7rtuNY7d2xz21rC}TlFmN
zuD2c}cmewQE&xn`kVf5D%K_p*LasZ~zMZ`>G$qR3`ipKwWh8Z2f(3P1=HT)Ehga7e
zhKCP<u(&D0PEZn^VzQEif4e)rP#gK+m;EZ)-ai0<qEcA+Q)$LAV@_$*`efuQf|iL;
z%EKCrnRXyd*j!(H(aaf>7-#a~?9X!N6?j+&%E>;u%I(jtpnR5bQ(u)-lcn27TWDj;
z9HAw7%L*%hfA-eOf-4I<RiP)~Jzd)xd_ofHX-;hm;)Fx9fXfoy(UnY_gUd*hb1~1I
zhECyB*6OOYcO-4UI>b;@qdLLIoFD`-gi-%o1MBFIhJluBhv8hzRfmRfl%SkGh!y_o
zI7fHuGURh4HEf;fo;$TPmMiZ$Z<DF{V4j&hmhHdet%I<f8cwcG%w}Bi1Em0(L1pv@
zG-XxT*pe(KX%YJZbr?0N3KeUrJAH&%s(Td}DXW`wr)_C9HzRiHfQ~Lb5yv{DH?!&Z
z_at69XjO^tN<t2nwi$&6Noq|)KU%YxW^fbBwM$3h3r}Q3I<!kCMP7zpcT!wsdXrpb
z29uI$3dfnsb`+<Gf+CrH2f-=%`mp>0fj%A@*<VDNrk1oFUHYA}d9$ynPgNsitm{Yk
z(#8s3%TSg%@rwWy*9{X?&ub`UiScX9)|cTGiB_u?<;gyYb#nz$Rc<A+GvzYF2Z=rr
z(_nGI-b!WEr5+}RRco*(jtx?yN@OMp%X1d;H<Cx?h499@E-OVJa#18C%L{c*5;LS%
z2I!B-TuIvICcegtN^K=}Hb~=F^_vIk3h`Nhrj?XyNBn?(-21L&xtG!;b%Gx&l9N0~
z=aSUcFiUiLkb=@uROr~{%4O_JBR?L`EoFG%I((u|U$5t3Sk(|k!bt5_(638&4_7jd
z91)#0d{9-W9J@!P9x|5ljm9UL19}OCk&0@ykRK&YN3246uw#t;bvv1949aO_$z{2S
z-*`W9d71tm!^_)l+dVN%=jyu@An7e$W6DH+NkHmYBJ*)?E!eDZN(Z`{{AD}-inDMW
zf$FR9m5YR}+z4p<{Mq@@vA?*yRx3Sl=D5_!k%L91WKCs1eJu^C3Kl_i9ocqk;#L{h
ziCpo4Tp&%NzE>ckIaU~{c-W-k$>JcbL$7ooO_IJiigp6nDw#M3D!D_oOduY#Bq9Ee
zf@)$Bu4IZMsm3VsP*preRSkv4Xo4}7_`k{jDv%N^q3^`+eX)?QOC}jniY1liOr-rO
z@jnX5g;FaOzuC<ai!vos67fS%@WZq}#FJ}`ru|L*t1vP|#(R{At5fwMDv9=|OkFbb
zh|=W$C`d{Y1`QE417F^U?8M6oxk7W2?j<XP1XGi#kP)Q@lOks986<t=_%PY48cBS%
zkv?*drN4+LzYSd@jqf_rNAEG5X(+viX69kY3UVS5m?fnw{uxanFkhGWn6g?!%fo}F
znx}onU3H|KTK5N}S725p-&+m_S6~mTrBzLa(bA~L&#kX9>fU9QhTr?qbD)n1w7SFB
zlXiX*Y(1=iQuX*_99@L8mnOIf0ta*AU{<T>dU(tajx2lp+(XA48XTx~;K|5P$6X#A
zXoB{5faAs-o%~t5ikcseXydGilC@KhPn9!~K_cGXBT>GOShcIt;_Es&G5KSelbsuL
zSht6U{%e-B$$`@Hk1bdFsI0M_t-5YL6`YdPvcbFtO^Xp0)xhP(h`6?3=jG!|JjqW&
zrN(g6j4aT?DEMXBxy)%P7phEj(~P9hB=nC+w<SJDPj0d|ajSErU(PWdv0gzYXP%2l
zHIBQzjI!f<zENxmdirIa61sHTSOx_f>uC!2PC`EwL%bSEXIZ-TU5YKlo||)Q9Isre
z*>NPyH==5EY`d3R4QX|3gQ+e0uB5VY=VizTmev=cd!tw;Dkx0aN{u6s7g}-Y-fmsu
z$qua&ySLM&%Na*)MOaTex6=g<t>zzrH9=)}V-Qy#5x_#C<{qL89d&@<l6n>)1qFiI
z-f{;1;1l;x%V(dYWB%ry+A1QXNHvuR)?*H$orpx24wOn-7)@TN&7?4TC_wdhL16R{
zh$@3@j-<$14(UX)BG%N$<>rv!SRAy|QA?*|n(fmmTt_7XyJp7pO3Z>mgIq!7=M|}f
zN+!+J>DHL01@jUdn=JDz+qP-0=%yL-@@O^I6}5ufPnGI+sz#lb<LayhHnXb>js=Za
zl>wWUTg|P}3pNc9U20i56GgMN>YsMg1FC;aZ@huttgpkv-=*`JM@fmUa$D5tz}>`R
z8@<!{q^^aL=kpx8m$*HcGhVr#-yA_G9L)s$f32K(IF#%Az}uu_Nehy7<TyhbvyYiE
z$WD<dWZ!2nS!Ob0--=KvI&qRA8BqyYLdl-&*_R?s)<k6|W&6E!PUm!->-+nDuj{<?
z&pY?r_jBLxy*z)+^**0BhQ~fmcHV7!+;)$+Yi*kxGqt5xDZMi&6|)}?Q#wGlyE4;?
z`6_r>Rq}p#S+4)`j-~FEIWwVPrgB(`eXn6@JkATW$oW+SB{b3&@m}14)H0!p^D+{-
z8z*&T_t6zXtU593sGW??q}m6TYk1y%E_E~FsH$ve`*Z*IyPs|!?rRRl^Nk~9RAmxa
zu>6~B?iCjw{mHu-C%3);{`9#Tu3CJ_TDsRpU6HHzH7i&&|8b=f^|A101=Yq{D(Wls
z+|od+H8uaG>YB52wt&iVl6E$HqL^azB2wrRMtDLjF3w7EcMXKtz#^V|xbyuP*qg59
zh^?%exq$HliC(HM5ru}-O3Tr?cNSsM%{@x?sevLl=R{#EINKt6g~uppr@B+^+2-!E
z$KLmxqhtCLd9hBR#tjsq#jr2Im=L_kWezTm;)u$L5|y3vTV+}zSGkkf+sGp2cRo}^
z#i%|wJ~qzQ_1#1IRQv|LK;i4az&v@~UMqQI2GR%R(N{SS<%eFuL=K&?H+p@GS?OQ!
z=1$Ex#5OBkOhf7Y0pc!Uu6ZAs6EgEeq4~KeXya?`(L2rjMo1Z|l9|EFNAp~A*|njc
z4HeC=g@AtM?AT|-yDMh)wDHh`8=Vh3dDBsfUDwT%%wwK{jDKpMXCTvj^RJw^qt6g9
z{`!?~j(HECoE}eMj=#EI22r{Z1X}sRkaon|`mq^xjOVGQdLws*JGL1{rZ?tS=2z!8
z#XhahuhuhfFK$;z?fA$z?&s^L|22dm-E!q|m$i<?7Xz@`E#5Tl20<Af*AlL;kU1Wi
zj0%yA3Vx?4l?z+ZA;qpTE!zWjnR86!ZGm!6<s~a{`#nlNpxUG@c$9L!oqUBktP`-i
zR^^#?vfhO@)z-$~%&9${+SncB-F@U|R=@O-w{_26Si2PAdLKd*JjzO$+{1rS`2LW?
zNR1CSe~ggIA=;n=IzS$0e&+-McChxBA-9<68}(1_`k7~y-re$`GL$nr@8MxfG^NW+
zFn=d^XiUg!vzUVP9LlK<FH93Yi`JV;d2JS7keTCps>kbwQ<L0_gxJTo+>(mv6RSm>
zqj|>kQ2NW3G~@oKZ%Q>syxIi$XS@t1>rO5_$n1@&KS6X7=(J#!Y!6F0a(^~CRyBU7
z^e#<FMa{_-;Pvh~b~H0NGbE+r$f`dRn1F*0CBYd&Lwh8^+iPTHf^8;^v<*L5>J(=r
zyN0QqUkHQ+-LB|n-AV!4O0w-Osh_%kMO2ROSb(@eh@8e#i>-|`4(3j>K&-qB7hWfh
z<(<666L88<?fEIJO@Icu(^$7cd!s#Zry3n!Xy@y^NW0M5pBVeG*Y*0=+-sL61?T5e
z%8WWYG?dC5TN7VokCK$};Mo*h{Qj+=7$Stn5;DHboa=qT>4Ho+g9N{H+*YtxMuL3Z
zE(J3!yk^xot7&D4M5)XcFTa4!AXOS$N~BfjZb9$rzXY&_OsnEa_wRT3Ud<Mm7d>fk
zU$><(00E_&SvwkAJG%W+Ca~QbWz{*Pp~QT-ILrBH{1I`yYLRZl7fYkg50@y1XoN2L
zXSlF%-4;swnG*gP)UbC;?D32l@yfS$xdj8+{<Y<|O%!>8FF7HD*23C?!kzAjwThoF
z6zf$yiI%^x@UpaP^z5>t?dnxpu;O8zfyKux4tw@#g2mih`xnJUkDmxUVRu^eZMURq
zREK=<EUlhYpENG5j#HzPsksu&rqVFWimuWw!<jR5nxe1)_93UhKKXjf(4iyAA0xc(
zDi^UH-)wm>%JY?GmEE<oNkblZ6a2E^E-&BG)2v}rlEBY3po~3!sKfl9K#9^9S~NIP
z^v4R4IF0o91j}xJ)}ODkJUb`QJYI^PEY&_*o<>_TAryOSv$_3?iu`7G3w|DW7BRC*
z3dBxcnhx}#P}%1P%lL&}+4N~oC6!p&4h!|~TPCub2Nz0~vg{ef0$P<_78%E9-18pR
z6|?qC_|G=W1zm_dk5?T^gY{Vk9Ao#5i}@nCmS8+DjkZ5x=9i>*6O%-qS_S$nOo;gw
zP6t}XdL-u#u}Wks&W0FY%u78Zk$%)sG)oqv{UYmK+B?H0aJ<;NeUGXM-GmwficCA^
z)sP%}B{n}cmfw);xTLHM+1X}|#XPk7p-5f7XVAb3W{uqH6tgHH8}iYB#&y16zlfTM
z?oi4Y7V~5;T0TiU<M5e}$j{I#MVEygWVugRlyMKqF$d(e<j1O<r#*HN*`5Q=t5T!>
zduzxCtd*IMoosx3=}7l0VpGXAr;mU9pqZ@Qn=WU6+0##6n5_iy?(H}9=tGVh5DSDn
zPY(WO5xd+VCQ@8@wr%EBsY8N;*Y3G!H}@+|!z$5bahcMU;a^KrBNdt&KMy{t>kSVp
zk+^OA_DCCX>)1AwQIkkip@;wtWpvJ)JHKcf@3Z`5R*;G6`KUReB;ZYu0P+1gpYU1J
z72BL4{k+M)o^>usMkieva^Ay-&&?#+AKc~ilfBtNojoE|zj_G>Zaa2XQoG04c-O9C
zu8ikXQO|P<hzIT+6yQ=0dtx?Ki9L_htvxRTqv>$<^RFn_^v<nuAlO-DWAjrI>C{||
zGtt~W;i;mBgNQlgh80`ks!jIo*7otS{;UVp?EEwH@azJ1-tqZF+gDW)#x5)J!xYn!
zfVg{F8I#5?ojWtk-<B*j&wF0o?qhY>w<}9!Ywmoaso1Ee)6h@hB44I%C7MW$cGda5
zF{9t>?|MSRyIbZ2m~b)Kmfla<6Tgg6a>UKGMimSslHPb;HWdYrj3z1iNvP+zr5!-m
zA~HK1;)#nyT{m5bL`YYC#Lj6Ibz7d1B>z*Z?*kXz9b`nF(la|w?rm_J>S_!gpkbdK
zN15;N{Fy2D^-zxU>;ZI*<CKJcc9gNg^E2k-32<-iPM<DFc0JoBFo(G#<E07pA=|w4
zk@+R91eX8QYDg#t$yhbVHn8$tNEU}8w_ZU1+z4Nn5f!qSe@;u1N!ww~J0If2Z@ySd
zm1=_pOWN)UPkAJFSrAwga#S2UZ;xfgB})=BiK0Y7)swB0tf0LO{=~9#&sx6_Z8%1D
z%M|<aL0HnfMP+`?xkVSjw=B=RwX(MJo>$E%9Q%|a;P)D4L(OpcRMfg~f}YytcyiT$
zWGOjFxIu)de11lWKdd+1YESg|$=9M<1BZA9rJh`xI&8^bskz10eM0BS{aw?~wu=(B
z+}HH6?UNFXIt1gu?hrn@uhdQ%(qM6kbLr<b79+?}%MnFAP{|jg{e=p?wo<BN7dYI;
zDSHe_x8>84GSq7b5&~Zwtd|kUu5?Q7OZk|c5uBNHdxbn-B9YOCI`=4AjV#yFQr{wb
zf$NkC{tSyVs$1qgC&`YpVs~`~EuwuZ`1(O~IcoH7vG#Bjt|#7NdzX$i`KpL=KweQV
z;dMZCkC6lJYL*Vp?fK<CwCt~mb^Qq))PoH5=D@Mfyne@g&pel)+el3NO-MF+e=Ocx
zWqZ$2>bJHkt=$qhd)J3JPYpl!uco7Q@lsH++#dU8G2Ob0C#8^DOvIQ@%1sa85Co=^
zaDluq5XJ25WU>x+U{VJ=mB;Vb*PYgK6TkF0st<SlN}sk^^7KeCyk6*K1T?!|<8C>I
z*9`qLmb9`5lggLi65e_4)SYW-HF=e47Drwmd5)N|TNX1#?|<3JW2G5FQtHuLhzT7Q
zn~~L(l$u=_kn6wrtHq8R7P!fk@v7NJCJ$HqMoOS2;?2rDj)di*hJvn+AWMt6pyvL)
z6N#1XJk|PnoW?eZS&6fY$+d1HK5ov^=Ji(5mtjrWNAEwwRhru(Eac?GydE;^^<I2g
zXlOY6)S;_Q-L(3K#ddbqelBhC63UXr2z_FCg1>Lv2IIhgI%<V@@!rsfN!(=f``%K6
zvi!8tl?A2Rs3&=D0X;{?*DlI)P<y8PN@cRvh}3Y!-&A-{J3VnR6lr%%RS?VxP4}50
zy&M*HikwZJy*8VGLV67LcFuP{IyNa*?!8>re(%`Z+%m((xOM|BW%(C3Zy}2KYzqC`
zQ(Zf?*>6_@aPpIPnw5;|#iJrV4`lh*bo2j)t9_R1>h1MzSeI{TH;O;)`se<w`;O=p
z?&1!;?Ny7QX-TlRtw@U;tGjXCO*(bQ*Uy=VY|b}Jb)0Al`b0^SZ-s8+eZJc>2~5eQ
zh-;EkVoOul<zG?dIV%Idxs(rgE$wM^?j1;}Vo@SY#Kk|#E4s>Me@IV10ufP=gha-3
z&18KUn&qC2*Oe7T*{Lzp1mbe9pC-t2Coj)k%ECelI*r(uXA!l9&ki>|#B`6w&h~SN
zTNEQMbPEdb4!G}=#9CtI%5Bxc3>mx<@IJfjOxlS=*x6@0G71Ly4-s4@Za)1GqIg69
zt#@<yL%Hacl~V?0t92)FPEj(6?OwM$jjY=WW+D0(PPblq7;+}i$IuxGr!50BKCx_`
zHy0NN4Za%WCo^SNP6r#_arv0qdzRv4+1gpQdSW%>u%KzAe`WEq3CSia9!1z6#lstq
zHp~Bo+n~Op>c!2QFnwdao8(ldLpOe{*E<-W<5<(lgSp3pPB1(rgG@l2B3l2_93b?T
z=ZlmWHLKnzM;2X8I(E`jYp1`^2{eCNe<5?Ov-8O1$L+UbTa}mf_2mgir>kSaEb<D;
zVht%~cZHFdXwlewweHj0e8yEXTc)TzgbqD=9NDDG6T4JP^o&x}&b$_RJn|K;Cz=kE
zlWRO3r6xDsP#{To!E|V<&#u_*412TGx*#DT)mE|KFf<)!B3iunv0HLE!S7(vC+*eI
z+pW55V_}^8^)RaeE1N#jHZ?X!s#3%rtU)jYuFGQ@<qnIJ)>Yxri{<ePYab$6KczVK
zDQhRLtPo%OHoZlJo3Ev52~}AvzUE&WkR$hh+RI1{J{mE>P4XCmuYKC4b|A7`wc7XE
zfz@2OLi*bWnd8}~w8qumtg>I#`V@~2zj+@~7ad17&>tu##tO%ct!>%6<>trDK!pv;
z#_xyaH>d)C@HhTM9GL3seLp3SM4`SPk|(J6(Ci#s$PAGE`q_LX@MLj07(^i{flbi*
zFnyXj*_oo_=Rr2~J7MJD=i-1PfmM{b2r6~}`il(lv7<qNL;L{2lnw%D0ZNC|Pw8nL
zT37JF`?%5E01ODo$IaE9j`vXlZ<yeL`*krC4BAj(xF~^5^@$(`mFnt3VSo_wIC(e(
zjywW#^Z?KX-c%145L_Mu2A1?7IpR+NtblI|0^gLt&I|?(4~2Srd&_$x<*6P{P&f{U
zgTfF{1OftRK<K{i3_Bl)J6#I!w-E@%^t+imU4A1bc?YT+lwt~n%fq05IQj!SL7}>X
z)*ai~Q#~0<U{6m93Ge8L!`Z`8_7D;Vfd%LYWD*1hTo9B!N&$^QDWG5o>>uuEe+lyk
zf4~obLnM#~;0_N!b4Z>JWDg~<Hc=0x?M$UJzF{vwIC&Tb4E_D_|E;Ki+Wd1CfP(&>
z1_Gdi*Qb&wj=mZI@<$l~gCij@6a<Dgf-B(RSUdtN2ZQ5bFaq>%nn3XZQ+0q~3lMGp
z3)8=7{>7B)VFa{<va!31JJs7=l|}>b6Lt)s9N+wH82zq8fUZ~QFS+@*vt>uq*Z<G?
za&ud6=yg532GzmS4d7<zYWy$l@^4p|<nTRUnx}{B#%z!rpk!C_dTex{$Z#NHk^|mx
z9k~N^w%wl@h5{W4Rwe*HGAImJvhv2{sk$=0-MCWLCkgLr=kBBg_JNSdj&`1|3@}is
z4Q<l5YPeFAzuj!uLH}IqA8NHB0wx<M8}$3Wq09yPm#%+rp+7fEfN7%y_Fmr#H_>hW
z!YKM<s%8FZsAU1*%KD4|ExkS^G8*{x5rd&%Xt)9#yD?p07z_-k0aN%NHNNwad_2gG
zTrdzqfopv~`gW~@UXW;zBj|S-3c1d<S-(K;zsnFv7!qJ7{UC#(5J-TH^rH-^fZn7B
zgRS$he$+!Cus{}ml%W9QO)@MF0OkCshlXPTKG5G}Ff>4t`I`(5-xMDTg#>t0KkA`S
zm`ySyZXG=KqaKiiO)(>3n9V+b0RL`_LZddzV4I&83Bzt$52^4ExkqCG^v{p+p)l}G
zGBgUgNd`RbruxFy0dC*dV|dsB+#L^qRtAC^Qv3jpk^%?-yHNog+d3x;1l4tSq=MGl
z7$CdpYJe;Va0E_66N^zms-iXF3YrKURtpZ-P{XKU&?vYj4yFA6Ygnx_z~~G+55`85
RB9L%2hD%yn(?E;s{{XJL#%KTl

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-reg.xml
new file mode 100644
index 00000000..5a3876ac
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-reg.xml
@@ -0,0 +1,334 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-035-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='74'/>
+         <instruction instr-id='74' subinstr-id='2'/>
+         <instruction instr-id='77'/>
+         <instruction instr-id='77' subinstr-id='2'/>
+         <instruction instr-id='77' subinstr-id='4'/>
+         <instruction instr-id='79'/>
+         <instruction instr-id='79' subinstr-id='2'/>
+         <instruction instr-id='82'/>
+         <instruction instr-id='82' subinstr-id='2'/>
+         <instruction instr-id='82' subinstr-id='4'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='86' subinstr-id='4'/>
+         <instruction instr-id='89'/>
+         <instruction instr-id='89' subinstr-id='2'/>
+         <instruction instr-id='89' subinstr-id='4'/>
+         <instruction instr-id='92'/>
+         <instruction instr-id='92' subinstr-id='2'/>
+         <instruction instr-id='92' subinstr-id='4'/>
+         <instruction instr-id='95'/>
+         <instruction instr-id='95' subinstr-id='2'/>
+         <instruction instr-id='95' subinstr-id='4'/>
+         <instruction instr-id='98'/>
+         <instruction instr-id='98' subinstr-id='2'/>
+         <instruction instr-id='98' subinstr-id='4'/>
+         <instruction instr-id='98' subinstr-id='6'/>
+         <instruction instr-id='101'/>
+         <instruction instr-id='101' subinstr-id='2'/>
+         <instruction instr-id='101' subinstr-id='4'/>
+         <instruction instr-id='101' subinstr-id='6'/>
+         <instruction instr-id='104'/>
+         <instruction instr-id='104' subinstr-id='2'/>
+         <instruction instr-id='104' subinstr-id='4'/>
+         <instruction instr-id='104' subinstr-id='6'/>
+         <instruction instr-id='107'/>
+         <instruction instr-id='107' subinstr-id='2'/>
+         <instruction instr-id='107' subinstr-id='4'/>
+         <instruction instr-id='107' subinstr-id='6'/>
+         <instruction instr-id='110'/>
+         <instruction instr-id='110' subinstr-id='2'/>
+         <instruction instr-id='110' subinstr-id='4'/>
+         <instruction instr-id='110' subinstr-id='6'/>
+         <instruction instr-id='113'/>
+         <instruction instr-id='113' subinstr-id='2'/>
+         <instruction instr-id='113' subinstr-id='4'/>
+         <instruction instr-id='113' subinstr-id='6'/>
+         <instruction instr-id='116'/>
+         <instruction instr-id='116' subinstr-id='2'/>
+         <instruction instr-id='116' subinstr-id='4'/>
+         <instruction instr-id='116' subinstr-id='6'/>
+         <instruction instr-id='120'/>
+         <instruction instr-id='122'/>
+         <bounding-box x1='92' y1='431' x2='470' y2='666'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='290'/>
+         <instruction instr-id='290' subinstr-id='2'/>
+         <instruction instr-id='293'/>
+         <instruction instr-id='293' subinstr-id='2'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='305' subinstr-id='2'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='335' subinstr-id='2'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='338' subinstr-id='2'/>
+         <instruction instr-id='341'/>
+         <instruction instr-id='341' subinstr-id='2'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='260' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='290' subinstr-id='4'/>
+         <instruction instr-id='290' subinstr-id='6'/>
+         <instruction instr-id='293' subinstr-id='4'/>
+         <instruction instr-id='293' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='299' subinstr-id='4'/>
+         <instruction instr-id='299' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='305' subinstr-id='4'/>
+         <instruction instr-id='305' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='314' subinstr-id='4'/>
+         <instruction instr-id='314' subinstr-id='6'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='317' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='323' subinstr-id='6'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='326' subinstr-id='6'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='332' subinstr-id='6'/>
+         <instruction instr-id='335' subinstr-id='4'/>
+         <instruction instr-id='335' subinstr-id='6'/>
+         <instruction instr-id='338' subinstr-id='4'/>
+         <instruction instr-id='338' subinstr-id='6'/>
+         <instruction instr-id='341' subinstr-id='4'/>
+         <instruction instr-id='341' subinstr-id='6'/>
+         <instruction instr-id='344' subinstr-id='4'/>
+         <instruction instr-id='344' subinstr-id='6'/>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='239' subinstr-id='8'/>
+         <instruction instr-id='239' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='254' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='260' subinstr-id='8'/>
+         <instruction instr-id='260' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='266' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='281' subinstr-id='8'/>
+         <instruction instr-id='281' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='287' subinstr-id='8'/>
+         <instruction instr-id='287' subinstr-id='10'/>
+         <instruction instr-id='290' subinstr-id='8'/>
+         <instruction instr-id='290' subinstr-id='10'/>
+         <instruction instr-id='293' subinstr-id='8'/>
+         <instruction instr-id='293' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='299' subinstr-id='8'/>
+         <instruction instr-id='299' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='305' subinstr-id='8'/>
+         <instruction instr-id='305' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='311' subinstr-id='8'/>
+         <instruction instr-id='311' subinstr-id='10'/>
+         <instruction instr-id='314' subinstr-id='8'/>
+         <instruction instr-id='314' subinstr-id='10'/>
+         <instruction instr-id='317' subinstr-id='8'/>
+         <instruction instr-id='317' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='323' subinstr-id='8'/>
+         <instruction instr-id='323' subinstr-id='10'/>
+         <instruction instr-id='344' subinstr-id='8'/>
+         <instruction instr-id='344' subinstr-id='10'/>
+         <bounding-box x1='74' y1='193' x2='502' y2='692'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='4'>
+         <instruction instr-id='51'/>
+         <instruction instr-id='51' subinstr-id='2'/>
+         <instruction instr-id='51' subinstr-id='4'/>
+         <instruction instr-id='51' subinstr-id='6'/>
+         <instruction instr-id='53'/>
+         <instruction instr-id='53' subinstr-id='2'/>
+         <instruction instr-id='55'/>
+         <instruction instr-id='55' subinstr-id='2'/>
+         <instruction instr-id='55' subinstr-id='4'/>
+         <instruction instr-id='55' subinstr-id='6'/>
+         <instruction instr-id='59'/>
+         <instruction instr-id='59' subinstr-id='2'/>
+         <instruction instr-id='59' subinstr-id='4'/>
+         <instruction instr-id='59' subinstr-id='6'/>
+         <instruction instr-id='62'/>
+         <instruction instr-id='62' subinstr-id='2'/>
+         <instruction instr-id='62' subinstr-id='4'/>
+         <instruction instr-id='62' subinstr-id='6'/>
+         <instruction instr-id='65'/>
+         <instruction instr-id='65' subinstr-id='2'/>
+         <instruction instr-id='65' subinstr-id='4'/>
+         <instruction instr-id='65' subinstr-id='6'/>
+         <instruction instr-id='68'/>
+         <instruction instr-id='68' subinstr-id='2'/>
+         <instruction instr-id='68' subinstr-id='4'/>
+         <instruction instr-id='68' subinstr-id='6'/>
+         <bounding-box x1='74' y1='578' x2='490' y2='680'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-str.xml
new file mode 100644
index 00000000..0835c671
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a-str.xml
@@ -0,0 +1,1576 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-035-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='92' y1='654' x2='164' y2='666'/>
+            <content>Age groups</content>
+            <instruction instr-id='74' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='4'>
+            <bounding-box x1='279' y1='654' x2='387' y2='666'/>
+            <content>U.S. population</content>
+            <instruction instr-id='74' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='223' y1='630' x2='276' y2='649'/>
+            <content>Proportion
+(total)</content>
+            <instruction instr-id='77' subinstr-id='0'/>
+            <instruction instr-id='79' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='308' y1='630' x2='366' y2='649'/>
+            <content>Proportion
+(20+ years)</content>
+            <instruction instr-id='77' subinstr-id='2'/>
+            <instruction instr-id='79' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='422' y1='640' x2='449' y2='649'/>
+            <content>Total</content>
+            <instruction instr-id='77' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='92' y1='615' x2='178' y2='627'/>
+            <content>Under 1 year</content>
+            <instruction instr-id='82' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='235' y1='615' x2='279' y2='627'/>
+            <content>0.0156</content>
+            <instruction instr-id='82' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='405' y1='615' x2='470' y2='627'/>
+            <content>3,533,692</content>
+            <instruction instr-id='82' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='92' y1='600' x2='171' y2='612'/>
+            <content>1 - 2 years</content>
+            <instruction instr-id='86' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='235' y1='600' x2='279' y2='612'/>
+            <content>0.0287</content>
+            <instruction instr-id='86' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='405' y1='600' x2='470' y2='612'/>
+            <content>6,493,373</content>
+            <instruction instr-id='86' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='92' y1='585' x2='171' y2='597'/>
+            <content>3 - 5 years</content>
+            <instruction instr-id='89' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='235' y1='585' x2='279' y2='597'/>
+            <content>0.0419</content>
+            <instruction instr-id='89' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='405' y1='585' x2='470' y2='597'/>
+            <content>9,483,880</content>
+            <instruction instr-id='89' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='92' y1='569' x2='178' y2='581'/>
+            <content>6 - 11 years</content>
+            <instruction instr-id='92' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='235' y1='569' x2='279' y2='581'/>
+            <content>0.0920</content>
+            <instruction instr-id='92' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='398' y1='569' x2='470' y2='581'/>
+            <content>20,834,439</content>
+            <instruction instr-id='92' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='92' y1='554' x2='185' y2='566'/>
+            <content>12 - 19 years</content>
+            <instruction instr-id='95' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='235' y1='554' x2='279' y2='566'/>
+            <content>0.1418</content>
+            <instruction instr-id='95' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='398' y1='554' x2='470' y2='566'/>
+            <content>32,113,079</content>
+            <instruction instr-id='95' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='92' y1='539' x2='185' y2='551'/>
+            <content>20 - 29 years</content>
+            <instruction instr-id='98' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='235' y1='539' x2='279' y2='551'/>
+            <content>0.1803</content>
+            <instruction instr-id='98' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='325' y1='539' x2='369' y2='551'/>
+            <content>0.2650</content>
+            <instruction instr-id='98' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='398' y1='539' x2='470' y2='551'/>
+            <content>40,839,623</content>
+            <instruction instr-id='98' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='92' y1='523' x2='185' y2='535'/>
+            <content>30 - 39 years</content>
+            <instruction instr-id='101' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='235' y1='523' x2='279' y2='535'/>
+            <content>0.1392</content>
+            <instruction instr-id='101' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='325' y1='523' x2='369' y2='535'/>
+            <content>0.2046</content>
+            <instruction instr-id='101' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='398' y1='523' x2='470' y2='535'/>
+            <content>31,526,222</content>
+            <instruction instr-id='101' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='92' y1='508' x2='185' y2='520'/>
+            <content>40 - 49 years</content>
+            <instruction instr-id='104' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='235' y1='508' x2='279' y2='520'/>
+            <content>0.1005</content>
+            <instruction instr-id='104' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='325' y1='508' x2='369' y2='520'/>
+            <content>0.1477</content>
+            <instruction instr-id='104' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='398' y1='508' x2='470' y2='520'/>
+            <content>22,759,163</content>
+            <instruction instr-id='104' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='92' y1='492' x2='185' y2='504'/>
+            <content>50 - 59 years</content>
+            <instruction instr-id='107' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='235' y1='492' x2='279' y2='504'/>
+            <content>0.1030</content>
+            <instruction instr-id='107' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='325' y1='492' x2='369' y2='504'/>
+            <content>0.1514</content>
+            <instruction instr-id='107' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='398' y1='492' x2='470' y2='504'/>
+            <content>23,325,286</content>
+            <instruction instr-id='107' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='92' y1='477' x2='185' y2='489'/>
+            <content>60 - 69 years</content>
+            <instruction instr-id='110' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='235' y1='477' x2='279' y2='489'/>
+            <content>0.0833</content>
+            <instruction instr-id='110' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='325' y1='477' x2='369' y2='489'/>
+            <content>0.1225</content>
+            <instruction instr-id='110' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='398' y1='477' x2='470' y2='489'/>
+            <content>18,870,102</content>
+            <instruction instr-id='110' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='92' y1='462' x2='185' y2='474'/>
+            <content>70 - 79 years</content>
+            <instruction instr-id='113' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='235' y1='462' x2='279' y2='474'/>
+            <content>0.0512</content>
+            <instruction instr-id='113' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='325' y1='462' x2='369' y2='474'/>
+            <content>0.0752</content>
+            <instruction instr-id='113' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='398' y1='462' x2='470' y2='474'/>
+            <content>11,591,846</content>
+            <instruction instr-id='113' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='92' y1='446' x2='185' y2='458'/>
+            <content>80 years plus</content>
+            <instruction instr-id='116' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='235' y1='446' x2='279' y2='458'/>
+            <content>0.0228</content>
+            <instruction instr-id='116' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='325' y1='446' x2='369' y2='458'/>
+            <content>0.0336</content>
+            <instruction instr-id='116' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='405' y1='446' x2='470' y2='458'/>
+            <content>5,175,100</content>
+            <instruction instr-id='116' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='92' y1='431' x2='128' y2='443'/>
+            <content>Total</content>
+            <instruction instr-id='120' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='390' y1='431' x2='470' y2='443'/>
+            <content>226,545,805</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+
+   <table id='2'>
+      <region page='3' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='74' y1='683' x2='90' y2='692'/>
+            <content>Age</content>
+            <instruction instr-id='222' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='160' y1='674' x2='213' y2='692'/>
+            <content>Total
+population</content>
+            <instruction instr-id='222' subinstr-id='2'/>
+            <instruction instr-id='224' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='74' y1='661' x2='138' y2='670'/>
+            <content>Under 1 year</content>
+            <instruction instr-id='226' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='176' y1='661' x2='224' y2='670'/>
+            <content>3,533,692</content>
+            <instruction instr-id='226' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='74' y1='649' x2='111' y2='658'/>
+            <content>1 years</content>
+            <instruction instr-id='230' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='176' y1='649' x2='224' y2='658'/>
+            <content>3,269,557</content>
+            <instruction instr-id='230' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='74' y1='637' x2='111' y2='646'/>
+            <content>2 years</content>
+            <instruction instr-id='233' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='176' y1='637' x2='224' y2='646'/>
+            <content>3,223,816</content>
+            <instruction instr-id='233' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='74' y1='625' x2='111' y2='634'/>
+            <content>3 years</content>
+            <instruction instr-id='236' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='176' y1='625' x2='224' y2='634'/>
+            <content>3,179,441</content>
+            <instruction instr-id='236' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='74' y1='613' x2='111' y2='622'/>
+            <content>4 years</content>
+            <instruction instr-id='239' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='176' y1='613' x2='224' y2='622'/>
+            <content>3,141,748</content>
+            <instruction instr-id='239' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='74' y1='601' x2='111' y2='610'/>
+            <content>5 years</content>
+            <instruction instr-id='242' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='176' y1='601' x2='224' y2='610'/>
+            <content>3,162,691</content>
+            <instruction instr-id='242' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='74' y1='589' x2='111' y2='498'/>
+            <content>5 years</content>
+            <instruction instr-id='245' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='176' y1='589' x2='224' y2='598'/>
+            <content>3,109,095</content>
+            <instruction instr-id='245' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='74' y1='577' x2='111' y2='586'/>
+            <content>7 years</content>
+            <instruction instr-id='248' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='176' y1='577' x2='224' y2='586'/>
+            <content>3,273,052</content>
+            <instruction instr-id='248' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='74' y1='565' x2='111' y2='574'/>
+            <content>8 years</content>
+            <instruction instr-id='251' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='176' y1='565' x2='224' y2='574'/>
+            <content>3,394,998</content>
+            <instruction instr-id='251' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='74' y1='553' x2='111' y2='562'/>
+            <content>9 years</content>
+            <instruction instr-id='254' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='176' y1='553' x2='224' y2='562'/>
+            <content>3,760,120</content>
+            <instruction instr-id='254' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='74' y1='541' x2='117' y2='550'/>
+            <content>10 years</content>
+            <instruction instr-id='257' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='176' y1='541' x2='224' y2='550'/>
+            <content>3,716,530</content>
+            <instruction instr-id='257' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='74' y1='529' x2='117' y2='538'/>
+            <content>11 years</content>
+            <instruction instr-id='260' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='176' y1='529' x2='224' y2='538'/>
+            <content>3,580,644</content>
+            <instruction instr-id='260' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='74' y1='517' x2='117' y2='526'/>
+            <content>12 years</content>
+            <instruction instr-id='263' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='176' y1='517' x2='224' y2='526'/>
+            <content>3,518,982</content>
+            <instruction instr-id='263' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='74' y1='505' x2='117' y2='514'/>
+            <content>13 years</content>
+            <instruction instr-id='266' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='176' y1='505' x2='224' y2='514'/>
+            <content>3,643,189</content>
+            <instruction instr-id='266' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='74' y1='493' x2='117' y2='502'/>
+            <content>14 years</content>
+            <instruction instr-id='269' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='176' y1='493' x2='224' y2='502'/>
+            <content>3,782,784</content>
+            <instruction instr-id='269' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='74' y1='481' x2='117' y2='490'/>
+            <content>15 years</content>
+            <instruction instr-id='272' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='176' y1='481' x2='224' y2='490'/>
+            <content>4,059,898</content>
+            <instruction instr-id='272' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='74' y1='469' x2='117' y2='478'/>
+            <content>16 years</content>
+            <instruction instr-id='275' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='176' y1='469' x2='224' y2='478'/>
+            <content>4,180,875</content>
+            <instruction instr-id='275' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='74' y1='457' x2='117' y2='466'/>
+            <content>17 years</content>
+            <instruction instr-id='278' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='176' y1='457' x2='224' y2='466'/>
+            <content>4,223,848</content>
+            <instruction instr-id='278' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1' end-row='20' end-col='1'>
+            <bounding-box x1='74' y1='445' x2='117' y2='454'/>
+            <content>18 years</content>
+            <instruction instr-id='281' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2' end-row='20' end-col='2'>
+            <bounding-box x1='176' y1='445' x2='224' y2='454'/>
+            <content>4,251,779</content>
+            <instruction instr-id='281' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1' end-row='21' end-col='1'>
+            <bounding-box x1='74' y1='433' x2='117' y2='442'/>
+            <content>19 years</content>
+            <instruction instr-id='284' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2' end-row='21' end-col='2'>
+            <bounding-box x1='176' y1='433' x2='224' y2='442'/>
+            <content>4,451,724</content>
+            <instruction instr-id='284' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1' end-row='22' end-col='1'>
+            <bounding-box x1='74' y1='421' x2='117' y2='430'/>
+            <content>20 years</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2' end-row='22' end-col='2'>
+            <bounding-box x1='176' y1='421' x2='224' y2='430'/>
+            <content>4,387,100</content>
+            <instruction instr-id='287' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1' end-row='23' end-col='1'>
+            <bounding-box x1='74' y1='409' x2='117' y2='418'/>
+            <content>21 years</content>
+            <instruction instr-id='290' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2' end-row='23' end-col='2'>
+            <bounding-box x1='176' y1='409' x2='224' y2='418'/>
+            <content>4,285,763</content>
+            <instruction instr-id='290' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1' end-row='24' end-col='1'>
+            <bounding-box x1='74' y1='397' x2='117' y2='406'/>
+            <content>22 years</content>
+            <instruction instr-id='293' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2' end-row='24' end-col='2'>
+            <bounding-box x1='176' y1='397' x2='224' y2='406'/>
+            <content>4,284,351</content>
+            <instruction instr-id='293' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1' end-row='25' end-col='1'>
+            <bounding-box x1='74' y1='385' x2='117' y2='394'/>
+            <content>23 years</content>
+            <instruction instr-id='296' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2' end-row='25' end-col='2'>
+            <bounding-box x1='176' y1='385' x2='224' y2='394'/>
+            <content>4,199,711</content>
+            <instruction instr-id='296' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1' end-row='26' end-col='1'>
+            <bounding-box x1='74' y1='373' x2='117' y2='382'/>
+            <content>24 years</content>
+            <instruction instr-id='299' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2' end-row='26' end-col='2'>
+            <bounding-box x1='176' y1='373' x2='224' y2='382'/>
+            <content>4,161,779</content>
+            <instruction instr-id='299' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1' end-row='27' end-col='1'>
+            <bounding-box x1='74' y1='361' x2='117' y2='370'/>
+            <content>25 years</content>
+            <instruction instr-id='302' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2' end-row='27' end-col='2'>
+            <bounding-box x1='176' y1='361' x2='224' y2='370'/>
+            <content>4,116,218</content>
+            <instruction instr-id='302' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1' end-row='28' end-col='1'>
+            <bounding-box x1='74' y1='349' x2='117' y2='358'/>
+            <content>26 years</content>
+            <instruction instr-id='305' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2' end-row='28' end-col='2'>
+            <bounding-box x1='176' y1='349' x2='224' y2='358'/>
+            <content>3,977,515</content>
+            <instruction instr-id='305' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1' end-row='29' end-col='1'>
+            <bounding-box x1='74' y1='337' x2='117' y2='346'/>
+            <content>27 years</content>
+            <instruction instr-id='308' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2' end-row='29' end-col='2'>
+            <bounding-box x1='176' y1='337' x2='224' y2='346'/>
+            <content>3,931,620</content>
+            <instruction instr-id='308' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1' end-row='30' end-col='1'>
+            <bounding-box x1='74' y1='325' x2='117' y2='334'/>
+            <content>28 years</content>
+            <instruction instr-id='311' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2' end-row='30' end-col='2'>
+            <bounding-box x1='176' y1='325' x2='224' y2='334'/>
+            <content>3,708,968</content>
+            <instruction instr-id='311' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1' end-row='31' end-col='1'>
+            <bounding-box x1='74' y1='313' x2='117' y2='322'/>
+            <content>29 years</content>
+            <instruction instr-id='314' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2' end-row='31' end-col='2'>
+            <bounding-box x1='176' y1='313' x2='224' y2='322'/>
+            <content>3,786,598</content>
+            <instruction instr-id='314' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1' end-row='32' end-col='1'>
+            <bounding-box x1='74' y1='301' x2='117' y2='310'/>
+            <content>30 years</content>
+            <instruction instr-id='317' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2' end-row='32' end-col='2'>
+            <bounding-box x1='176' y1='301' x2='224' y2='310'/>
+            <content>3,726,525</content>
+            <instruction instr-id='317' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1' end-row='33' end-col='1'>
+            <bounding-box x1='74' y1='289' x2='117' y2='298'/>
+            <content>31 years</content>
+            <instruction instr-id='320' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2' end-row='33' end-col='2'>
+            <bounding-box x1='176' y1='289' x2='224' y2='298'/>
+            <content>3,607,610</content>
+            <instruction instr-id='320' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1' end-row='34' end-col='1'>
+            <bounding-box x1='74' y1='277' x2='117' y2='286'/>
+            <content>32 years</content>
+            <instruction instr-id='323' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2' end-row='34' end-col='2'>
+            <bounding-box x1='176' y1='277' x2='224' y2='286'/>
+            <content>3,712,217</content>
+            <instruction instr-id='323' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='1' end-row='35' end-col='1'>
+            <bounding-box x1='74' y1='265' x2='117' y2='274'/>
+            <content>33 years</content>
+            <instruction instr-id='326' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='2' end-row='35' end-col='2'>
+            <bounding-box x1='176' y1='265' x2='224' y2='274'/>
+            <content>3,653,921</content>
+            <instruction instr-id='326' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='1' end-row='36' end-col='1'>
+            <bounding-box x1='74' y1='253' x2='117' y2='262'/>
+            <content>34 years</content>
+            <instruction instr-id='329' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='2' end-row='36' end-col='2'>
+            <bounding-box x1='176' y1='253' x2='224' y2='262'/>
+            <content>2,860,647</content>
+            <instruction instr-id='329' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='1' end-row='37' end-col='1'>
+            <bounding-box x1='74' y1='241' x2='117' y2='250'/>
+            <content>35 years</content>
+            <instruction instr-id='332' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='2' end-row='37' end-col='2'>
+            <bounding-box x1='176' y1='241' x2='224' y2='250'/>
+            <content>2,902,331</content>
+            <instruction instr-id='332' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='1' end-row='38' end-col='1'>
+            <bounding-box x1='74' y1='229' x2='117' y2='238'/>
+            <content>36 years</content>
+            <instruction instr-id='335' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='2' end-row='38' end-col='2'>
+            <bounding-box x1='176' y1='229' x2='224' y2='238'/>
+            <content>2,929,040</content>
+            <instruction instr-id='335' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='1' end-row='39' end-col='1'>
+            <bounding-box x1='74' y1='217' x2='117' y2='226'/>
+            <content>37 years</content>
+            <instruction instr-id='338' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='2' end-row='39' end-col='2'>
+            <bounding-box x1='176' y1='217' x2='224' y2='226'/>
+            <content>2,982,533</content>
+            <instruction instr-id='338' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='1' end-row='40' end-col='1'>
+            <bounding-box x1='74' y1='205' x2='117' y2='214'/>
+            <content>38 years</content>
+            <instruction instr-id='341' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='2' end-row='40' end-col='2'>
+            <bounding-box x1='176' y1='205' x2='224' y2='214'/>
+            <content>2,598,636</content>
+            <instruction instr-id='341' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='1' end-row='41' end-col='1'>
+            <bounding-box x1='74' y1='193' x2='117' y2='202'/>
+            <content>39 years</content>
+            <instruction instr-id='344' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='2' end-row='41' end-col='2'>
+            <bounding-box x1='176' y1='193' x2='224' y2='202'/>
+            <content>2,552,762</content>
+            <instruction instr-id='344' subinstr-id='2'/>
+         </cell>
+      </region>
+      <region page='3' id='2' col-increment='2' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='234' y1='683' x2='249' y2='692'/>
+            <content>Age</content>
+            <instruction instr-id='222' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='297' y1='674' x2='350' y2='692'/>
+            <content>Total
+population</content>
+            <instruction instr-id='222' subinstr-id='6'/>
+            <instruction instr-id='224' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='234' y1='661' x2='276' y2='670'/>
+            <content>40 years</content>
+            <instruction instr-id='226' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='310' y1='661' x2='358' y2='670'/>
+            <content>2,468,083</content>
+            <instruction instr-id='226' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='234' y1='649' x2='276' y2='658'/>
+            <content>41 years</content>
+            <instruction instr-id='230' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='310' y1='649' x2='358' y2='658'/>
+            <content>2,375,849</content>
+            <instruction instr-id='230' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='234' y1='637' x2='276' y2='646'/>
+            <content>42 years</content>
+            <instruction instr-id='233' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='310' y1='637' x2='358' y2='646'/>
+            <content>2,325,572</content>
+            <instruction instr-id='233' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='234' y1='625' x2='276' y2='634'/>
+            <content>43 years</content>
+            <instruction instr-id='236' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='310' y1='625' x2='358' y2='634'/>
+            <content>2,237,108</content>
+            <instruction instr-id='236' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='234' y1='613' x2='276' y2='622'/>
+            <content>44 years</content>
+            <instruction instr-id='239' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='310' y1='613' x2='358' y2='622'/>
+            <content>2,262,796</content>
+            <instruction instr-id='239' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='234' y1='601' x2='276' y2='610'/>
+            <content>45 years</content>
+            <instruction instr-id='242' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='310' y1='601' x2='358' y2='610'/>
+            <content>2,242,318</content>
+            <instruction instr-id='242' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='234' y1='589' x2='276' y2='598'/>
+            <content>46 years</content>
+            <instruction instr-id='245' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='310' y1='589' x2='358' y2='598'/>
+            <content>2,139,385</content>
+            <instruction instr-id='245' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='234' y1='577' x2='276' y2='586'/>
+            <content>47 years</content>
+            <instruction instr-id='248' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='310' y1='577' x2='358' y2='586'/>
+            <content>2,222,969</content>
+            <instruction instr-id='248' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='234' y1='565' x2='276' y2='574'/>
+            <content>48 years</content>
+            <instruction instr-id='251' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='310' y1='565' x2='358' y2='574'/>
+            <content>2,163,709</content>
+            <instruction instr-id='251' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='234' y1='553' x2='276' y2='562'/>
+            <content>49 years</content>
+            <instruction instr-id='254' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='310' y1='553' x2='358' y2='562'/>
+            <content>2,321,374</content>
+            <instruction instr-id='254' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='234' y1='541' x2='276' y2='550'/>
+            <content>50 years</content>
+            <instruction instr-id='257' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='310' y1='541' x2='358' y2='550'/>
+            <content>2,347,068</content>
+            <instruction instr-id='257' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='234' y1='529' x2='276' y2='538'/>
+            <content>51 years</content>
+            <instruction instr-id='260' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='310' y1='529' x2='358' y2='538'/>
+            <content>2,295,077</content>
+            <instruction instr-id='260' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='234' y1='517' x2='276' y2='526'/>
+            <content>52 years</content>
+            <instruction instr-id='263' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='310' y1='517' x2='358' y2='526'/>
+            <content>2,363,152</content>
+            <instruction instr-id='263' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='234' y1='505' x2='276' y2='514'/>
+            <content>53 years</content>
+            <instruction instr-id='266' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='310' y1='505' x2='358' y2='514'/>
+            <content>2,337,138</content>
+            <instruction instr-id='266' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='234' y1='493' x2='276' y2='502'/>
+            <content>54 years</content>
+            <instruction instr-id='269' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='310' y1='493' x2='358' y2='502'/>
+            <content>2,367,597</content>
+            <instruction instr-id='269' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='234' y1='481' x2='276' y2='490'/>
+            <content>55 years</content>
+            <instruction instr-id='272' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='310' y1='481' x2='358' y2='490'/>
+            <content>2,390,440</content>
+            <instruction instr-id='272' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='234' y1='469' x2='276' y2='478'/>
+            <content>56 years</content>
+            <instruction instr-id='275' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='310' y1='469' x2='358' y2='478'/>
+            <content>2,329,790</content>
+            <instruction instr-id='275' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='234' y1='457' x2='276' y2='466'/>
+            <content>57 years</content>
+            <instruction instr-id='278' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='310' y1='457' x2='358' y2='466'/>
+            <content>2,312,737</content>
+            <instruction instr-id='278' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1' end-row='20' end-col='1'>
+            <bounding-box x1='234' y1='445' x2='276' y2='454'/>
+            <content>58 years</content>
+            <instruction instr-id='281' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2' end-row='20' end-col='2'>
+            <bounding-box x1='310' y1='445' x2='358' y2='454'/>
+            <content>2,330,373</content>
+            <instruction instr-id='281' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1' end-row='21' end-col='1'>
+            <bounding-box x1='234' y1='433' x2='276' y2='442'/>
+            <content>59 years</content>
+            <instruction instr-id='284' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2' end-row='21' end-col='2'>
+            <bounding-box x1='310' y1='433' x2='358' y2='442'/>
+            <content>2,251,914</content>
+            <instruction instr-id='284' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1' end-row='22' end-col='1'>
+            <bounding-box x1='234' y1='421' x2='276' y2='430'/>
+            <content>60 years</content>
+            <instruction instr-id='287' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2' end-row='22' end-col='2'>
+            <bounding-box x1='310' y1='421' x2='358' y2='430'/>
+            <content>2,160,937</content>
+            <instruction instr-id='287' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1' end-row='23' end-col='1'>
+            <bounding-box x1='234' y1='409' x2='276' y2='418'/>
+            <content>61 years</content>
+            <instruction instr-id='290' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2' end-row='23' end-col='2'>
+            <bounding-box x1='310' y1='409' x2='358' y2='418'/>
+            <content>2,073,764</content>
+            <instruction instr-id='290' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1' end-row='24' end-col='1'>
+            <bounding-box x1='234' y1='397' x2='276' y2='406'/>
+            <content>62 years</content>
+            <instruction instr-id='293' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2' end-row='24' end-col='2'>
+            <bounding-box x1='310' y1='397' x2='358' y2='406'/>
+            <content>2,008,093</content>
+            <instruction instr-id='293' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1' end-row='25' end-col='1'>
+            <bounding-box x1='234' y1='385' x2='276' y2='394'/>
+            <content>63 years</content>
+            <instruction instr-id='296' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2' end-row='25' end-col='2'>
+            <bounding-box x1='310' y1='385' x2='358' y2='394'/>
+            <content>1,931,425</content>
+            <instruction instr-id='296' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1' end-row='26' end-col='1'>
+            <bounding-box x1='234' y1='373' x2='276' y2='382'/>
+            <content>64 years</content>
+            <instruction instr-id='299' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2' end-row='26' end-col='2'>
+            <bounding-box x1='310' y1='373' x2='358' y2='382'/>
+            <content>1,913,402</content>
+            <instruction instr-id='299' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1' end-row='27' end-col='1'>
+            <bounding-box x1='234' y1='361' x2='276' y2='370'/>
+            <content>65 years</content>
+            <instruction instr-id='302' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2' end-row='27' end-col='2'>
+            <bounding-box x1='310' y1='361' x2='358' y2='370'/>
+            <content>1,904,641</content>
+            <instruction instr-id='302' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1' end-row='28' end-col='1'>
+            <bounding-box x1='234' y1='349' x2='276' y2='358'/>
+            <content>66 years</content>
+            <instruction instr-id='305' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2' end-row='28' end-col='2'>
+            <bounding-box x1='310' y1='349' x2='358' y2='358'/>
+            <content>1,813,987</content>
+            <instruction instr-id='305' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1' end-row='29' end-col='1'>
+            <bounding-box x1='234' y1='337' x2='276' y2='346'/>
+            <content>67 years</content>
+            <instruction instr-id='308' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2' end-row='29' end-col='2'>
+            <bounding-box x1='310' y1='337' x2='358' y2='346'/>
+            <content>1,763,637</content>
+            <instruction instr-id='308' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1' end-row='30' end-col='1'>
+            <bounding-box x1='234' y1='325' x2='276' y2='334'/>
+            <content>68 years</content>
+            <instruction instr-id='311' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2' end-row='30' end-col='2'>
+            <bounding-box x1='310' y1='325' x2='358' y2='334'/>
+            <content>1,678,740</content>
+            <instruction instr-id='311' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1' end-row='31' end-col='1'>
+            <bounding-box x1='234' y1='313' x2='276' y2='322'/>
+            <content>69 years</content>
+            <instruction instr-id='314' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2' end-row='31' end-col='2'>
+            <bounding-box x1='310' y1='313' x2='358' y2='322'/>
+            <content>1,621,476</content>
+            <instruction instr-id='314' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1' end-row='32' end-col='1'>
+            <bounding-box x1='234' y1='301' x2='276' y2='310'/>
+            <content>70 years</content>
+            <instruction instr-id='317' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2' end-row='32' end-col='2'>
+            <bounding-box x1='310' y1='301' x2='358' y2='310'/>
+            <content>1,516,900</content>
+            <instruction instr-id='317' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1' end-row='33' end-col='1'>
+            <bounding-box x1='234' y1='289' x2='276' y2='298'/>
+            <content>71 years</content>
+            <instruction instr-id='320' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2' end-row='33' end-col='2'>
+            <bounding-box x1='310' y1='289' x2='358' y2='298'/>
+            <content>1,439,723</content>
+            <instruction instr-id='320' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1' end-row='34' end-col='1'>
+            <bounding-box x1='234' y1='277' x2='276' y2='286'/>
+            <content>72 years</content>
+            <instruction instr-id='323' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2' end-row='34' end-col='2'>
+            <bounding-box x1='310' y1='277' x2='358' y2='286'/>
+            <content>1,371,235</content>
+            <instruction instr-id='323' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='1' end-row='35' end-col='1'>
+            <bounding-box x1='234' y1='265' x2='276' y2='274'/>
+            <content>73 years</content>
+            <instruction instr-id='326' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='2' end-row='35' end-col='2'>
+            <bounding-box x1='310' y1='265' x2='358' y2='274'/>
+            <content>1,261,994</content>
+            <instruction instr-id='326' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='1' end-row='36' end-col='1'>
+            <bounding-box x1='234' y1='253' x2='276' y2='262'/>
+            <content>74 years</content>
+            <instruction instr-id='329' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='2' end-row='36' end-col='2'>
+            <bounding-box x1='310' y1='253' x2='358' y2='262'/>
+            <content>1,208,272</content>
+            <instruction instr-id='329' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='1' end-row='37' end-col='1'>
+            <bounding-box x1='234' y1='241' x2='276' y2='250'/>
+            <content>75 years</content>
+            <instruction instr-id='332' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='2' end-row='37' end-col='2'>
+            <bounding-box x1='310' y1='241' x2='358' y2='250'/>
+            <content>1,111,480</content>
+            <instruction instr-id='332' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='1' end-row='38' end-col='1'>
+            <bounding-box x1='234' y1='229' x2='276' y2='238'/>
+            <content>76 years</content>
+            <instruction instr-id='335' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='2' end-row='38' end-col='2'>
+            <bounding-box x1='310' y1='229' x2='358' y2='238'/>
+            <content>1,028,927</content>
+            <instruction instr-id='335' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='1' end-row='39' end-col='1'>
+            <bounding-box x1='234' y1='217' x2='276' y2='226'/>
+            <content>77 years</content>
+            <instruction instr-id='338' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='2' end-row='39' end-col='2'>
+            <bounding-box x1='320' y1='217' x2='357' y2='226'/>
+            <content>951,774</content>
+            <instruction instr-id='338' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='1' end-row='40' end-col='1'>
+            <bounding-box x1='234' y1='205' x2='276' y2='214'/>
+            <content>78 years</content>
+            <instruction instr-id='341' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='2' end-row='40' end-col='2'>
+            <bounding-box x1='320' y1='205' x2='357' y2='214'/>
+            <content>828,866</content>
+            <instruction instr-id='341' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='1' end-row='41' end-col='1'>
+            <bounding-box x1='234' y1='193' x2='276' y2='202'/>
+            <content>79 years</content>
+            <instruction instr-id='344' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='2' end-row='41' end-col='2'>
+            <bounding-box x1='320' y1='193' x2='357' y2='202'/>
+            <content>872,675</content>
+            <instruction instr-id='344' subinstr-id='6'/>
+         </cell>
+      </region>
+      <region page='3' id='3' col-increment='4' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='369' y1='683' x2='385' y2='692'/>
+            <content>Age</content>
+            <instruction instr-id='222' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='441' y1='674' x2='494' y2='692'/>
+            <content>Total
+population</content>
+            <instruction instr-id='222' subinstr-id='10'/>
+            <instruction instr-id='224' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='369' y1='661' x2='411' y2='670'/>
+            <content>80 years</content>
+            <instruction instr-id='226' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='464' y1='661' x2='501' y2='670'/>
+            <content>723,049</content>
+            <instruction instr-id='226' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='369' y1='649' x2='411' y2='658'/>
+            <content>81 years</content>
+            <instruction instr-id='230' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='464' y1='649' x2='501' y2='658'/>
+            <content>640,276</content>
+            <instruction instr-id='230' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='369' y1='637' x2='411' y2='646'/>
+            <content>82 years</content>
+            <instruction instr-id='233' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='464' y1='637' x2='501' y2='646'/>
+            <content>566,548</content>
+            <instruction instr-id='233' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='369' y1='625' x2='411' y2='634'/>
+            <content>83 years</content>
+            <instruction instr-id='236' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='464' y1='625' x2='501' y2='634'/>
+            <content>527,982</content>
+            <instruction instr-id='236' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='369' y1='613' x2='411' y2='622'/>
+            <content>84 years</content>
+            <instruction instr-id='239' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='464' y1='613' x2='501' y2='622'/>
+            <content>477,178</content>
+            <instruction instr-id='239' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='369' y1='601' x2='411' y2='610'/>
+            <content>85 years</content>
+            <instruction instr-id='242' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='464' y1='601' x2='501' y2='610'/>
+            <content>412,549</content>
+            <instruction instr-id='242' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='369' y1='589' x2='411' y2='598'/>
+            <content>86 years</content>
+            <instruction instr-id='245' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='464' y1='589' x2='501' y2='598'/>
+            <content>350,655</content>
+            <instruction instr-id='245' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='369' y1='577' x2='411' y2='586'/>
+            <content>87 years</content>
+            <instruction instr-id='248' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='464' y1='577' x2='501' y2='586'/>
+            <content>306,906</content>
+            <instruction instr-id='248' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='369' y1='565' x2='411' y2='574'/>
+            <content>88 years</content>
+            <instruction instr-id='251' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='464' y1='565' x2='501' y2='574'/>
+            <content>236,314</content>
+            <instruction instr-id='251' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='369' y1='553' x2='411' y2='562'/>
+            <content>89 years</content>
+            <instruction instr-id='254' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='464' y1='553' x2='501' y2='562'/>
+            <content>213,778</content>
+            <instruction instr-id='254' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='369' y1='541' x2='411' y2='550'/>
+            <content>90 years</content>
+            <instruction instr-id='257' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='464' y1='541' x2='501' y2='550'/>
+            <content>175,900</content>
+            <instruction instr-id='257' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='369' y1='529' x2='411' y2='538'/>
+            <content>91 years</content>
+            <instruction instr-id='260' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='464' y1='529' x2='501' y2='538'/>
+            <content>140,003</content>
+            <instruction instr-id='260' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='369' y1='517' x2='411' y2='526'/>
+            <content>92 years</content>
+            <instruction instr-id='263' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='464' y1='517' x2='501' y2='526'/>
+            <content>101,492</content>
+            <instruction instr-id='263' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='369' y1='505' x2='411' y2='514'/>
+            <content>93 years</content>
+            <instruction instr-id='266' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='469' y1='505' x2='501' y2='514'/>
+            <content>78,233</content>
+            <instruction instr-id='266' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='369' y1='493' x2='411' y2='502'/>
+            <content>94 years</content>
+            <instruction instr-id='269' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='469' y1='493' x2='501' y2='502'/>
+            <content>60,964</content>
+            <instruction instr-id='269' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='369' y1='481' x2='411' y2='490'/>
+            <content>95 years</content>
+            <instruction instr-id='272' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='469' y1='481' x2='501' y2='490'/>
+            <content>46,219</content>
+            <instruction instr-id='272' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='369' y1='469' x2='411' y2='478'/>
+            <content>96 years</content>
+            <instruction instr-id='275' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='469' y1='469' x2='501' y2='478'/>
+            <content>32,789</content>
+            <instruction instr-id='275' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='369' y1='457' x2='411' y2='466'/>
+            <content>97 years</content>
+            <instruction instr-id='278' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='469' y1='457' x2='501' y2='466'/>
+            <content>23,471</content>
+            <instruction instr-id='278' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1' end-row='20' end-col='1'>
+            <bounding-box x1='369' y1='445' x2='411' y2='454'/>
+            <content>98 years</content>
+            <instruction instr-id='281' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2' end-row='20' end-col='2'>
+            <bounding-box x1='469' y1='445' x2='501' y2='454'/>
+            <content>16,215</content>
+            <instruction instr-id='281' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1' end-row='21' end-col='1'>
+            <bounding-box x1='369' y1='433' x2='411' y2='442'/>
+            <content>99 years</content>
+            <instruction instr-id='284' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2' end-row='21' end-col='2'>
+            <bounding-box x1='469' y1='433' x2='501' y2='442'/>
+            <content>12,385</content>
+            <instruction instr-id='284' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1' end-row='22' end-col='1'>
+            <bounding-box x1='369' y1='421' x2='417' y2='430'/>
+            <content>100 years</content>
+            <instruction instr-id='287' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2' end-row='22' end-col='2'>
+            <bounding-box x1='475' y1='421' x2='501' y2='430'/>
+            <content>9,663</content>
+            <instruction instr-id='287' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1' end-row='23' end-col='1'>
+            <bounding-box x1='369' y1='409' x2='417' y2='418'/>
+            <content>101 years</content>
+            <instruction instr-id='290' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2' end-row='23' end-col='2'>
+            <bounding-box x1='475' y1='409' x2='501' y2='418'/>
+            <content>5,231</content>
+            <instruction instr-id='290' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1' end-row='24' end-col='1'>
+            <bounding-box x1='369' y1='397' x2='417' y2='406'/>
+            <content>102 years</content>
+            <instruction instr-id='293' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2' end-row='24' end-col='2'>
+            <bounding-box x1='475' y1='397' x2='501' y2='406'/>
+            <content>3,886</content>
+            <instruction instr-id='293' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1' end-row='25' end-col='1'>
+            <bounding-box x1='369' y1='385' x2='417' y2='394'/>
+            <content>103 years</content>
+            <instruction instr-id='296' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2' end-row='25' end-col='2'>
+            <bounding-box x1='475' y1='385' x2='501' y2='394'/>
+            <content>2,800</content>
+            <instruction instr-id='296' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1' end-row='26' end-col='1'>
+            <bounding-box x1='369' y1='373' x2='417' y2='382'/>
+            <content>104 years</content>
+            <instruction instr-id='299' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2' end-row='26' end-col='2'>
+            <bounding-box x1='475' y1='373' x2='501' y2='382'/>
+            <content>2,015</content>
+            <instruction instr-id='299' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1' end-row='27' end-col='1'>
+            <bounding-box x1='369' y1='361' x2='417' y2='370'/>
+            <content>105 years</content>
+            <instruction instr-id='302' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2' end-row='27' end-col='2'>
+            <bounding-box x1='475' y1='361' x2='501' y2='370'/>
+            <content>1,573</content>
+            <instruction instr-id='302' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1' end-row='28' end-col='1'>
+            <bounding-box x1='369' y1='349' x2='417' y2='358'/>
+            <content>106 years</content>
+            <instruction instr-id='305' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2' end-row='28' end-col='2'>
+            <bounding-box x1='475' y1='349' x2='501' y2='358'/>
+            <content>1,276</content>
+            <instruction instr-id='305' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1' end-row='29' end-col='1'>
+            <bounding-box x1='369' y1='337' x2='417' y2='346'/>
+            <content>107 years</content>
+            <instruction instr-id='308' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2' end-row='29' end-col='2'>
+            <bounding-box x1='475' y1='337' x2='501' y2='346'/>
+            <content>1,038</content>
+            <instruction instr-id='308' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1' end-row='30' end-col='1'>
+            <bounding-box x1='369' y1='325' x2='417' y2='334'/>
+            <content>108 years</content>
+            <instruction instr-id='311' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2' end-row='30' end-col='2'>
+            <bounding-box x1='485' y1='325' x2='501' y2='334'/>
+            <content>883</content>
+            <instruction instr-id='311' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1' end-row='31' end-col='1'>
+            <bounding-box x1='369' y1='313' x2='417' y2='322'/>
+            <content>109 years</content>
+            <instruction instr-id='314' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2' end-row='31' end-col='2'>
+            <bounding-box x1='485' y1='313' x2='501' y2='322'/>
+            <content>852</content>
+            <instruction instr-id='314' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1' end-row='32' end-col='1'>
+            <bounding-box x1='369' y1='301' x2='417' y2='310'/>
+            <content>110 years</content>
+            <instruction instr-id='317' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2' end-row='32' end-col='2'>
+            <bounding-box x1='485' y1='301' x2='501' y2='310'/>
+            <content>819</content>
+            <instruction instr-id='317' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1' end-row='33' end-col='1'>
+            <bounding-box x1='369' y1='289' x2='417' y2='298'/>
+            <content>111 years</content>
+            <instruction instr-id='320' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2' end-row='33' end-col='2'>
+            <bounding-box x1='485' y1='289' x2='501' y2='298'/>
+            <content>623</content>
+            <instruction instr-id='320' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1' end-row='34' end-col='1'>
+            <bounding-box x1='369' y1='277' x2='422' y2='286'/>
+            <content>112+ years</content>
+            <instruction instr-id='323' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2' end-row='34' end-col='2'>
+            <bounding-box x1='475' y1='277' x2='501' y2='286'/>
+            <content>1,535</content>
+            <instruction instr-id='323' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='1' end-row='41' end-col='1'>
+            <bounding-box x1='369' y1='193' x2='395' y2='202'/>
+            <content>Total</content>
+            <instruction instr-id='344' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='2' end-row='41' end-col='2'>
+            <bounding-box x1='443' y1='193' x2='502' y2='202'/>
+            <content>226,545,805</content>
+            <instruction instr-id='344' subinstr-id='10'/>
+         </cell>
+      </region>
+   </table>
+
+   <table id='3'>
+      <region page='4' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='145' y1='668' x2='188' y2='680'/>
+            <content>Status</content>
+            <instruction instr-id='51' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='283' y1='655' x2='327' y2='680'/>
+            <content>Sample
+size</content>
+            <instruction instr-id='51' subinstr-id='2'/>
+            <instruction instr-id='53' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='339' y1='668' x2='390' y2='680'/>
+            <content>Percent</content>
+            <instruction instr-id='51' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='432' y1='655' x2='490' y2='680'/>
+            <content>Weighted
+Percent</content>
+            <instruction instr-id='51' subinstr-id='6'/>
+            <instruction instr-id='53' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='74' y1='640' x2='110' y2='652'/>
+            <content>Total</content>
+            <instruction instr-id='55' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='291' y1='640' x2='327' y2='652'/>
+            <content>39695</content>
+            <instruction instr-id='55' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='354' y1='640' x2='390' y2='652'/>
+            <content>100.0</content>
+            <instruction instr-id='55' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='454' y1='640' x2='490' y2='652'/>
+            <content>100.0</content>
+            <instruction instr-id='55' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='74' y1='624' x2='182' y2='636'/>
+            <content>Not interviewed</content>
+            <instruction instr-id='59' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='298' y1='624' x2='327' y2='636'/>
+            <content>5701</content>
+            <instruction instr-id='59' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='361' y1='624' x2='390' y2='636'/>
+            <content>14.4</content>
+            <instruction instr-id='59' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='461' y1='624' x2='490' y2='636'/>
+            <content>18.2</content>
+            <instruction instr-id='59' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='74' y1='609' x2='254' y2='621'/>
+            <content>Interviewed, not examined</content>
+            <instruction instr-id='62' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='298' y1='609' x2='327' y2='621'/>
+            <content>2683</content>
+            <instruction instr-id='62' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='368' y1='609' x2='390' y2='621'/>
+            <content>6.8</content>
+            <instruction instr-id='62' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='468' y1='609' x2='490' y2='621'/>
+            <content>7.5</content>
+            <instruction instr-id='62' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='74' y1='594' x2='160' y2='606'/>
+            <content>MEC examined</content>
+            <instruction instr-id='65' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='291' y1='594' x2='327' y2='606'/>
+            <content>30818</content>
+            <instruction instr-id='65' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='361' y1='594' x2='390' y2='606'/>
+            <content>77.6</content>
+            <instruction instr-id='65' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='461' y1='594' x2='490' y2='606'/>
+            <content>73.4</content>
+            <instruction instr-id='65' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='74' y1='578' x2='167' y2='590'/>
+            <content>Home examined</content>
+            <instruction instr-id='68' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='305' y1='578' x2='327' y2='590'/>
+            <content>493</content>
+            <instruction instr-id='68' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='368' y1='578' x2='390' y2='590'/>
+            <content>1.2</content>
+            <instruction instr-id='68' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='468' y1='578' x2='490' y2='590'/>
+            <content>0.8</content>
+            <instruction instr-id='68' subinstr-id='6'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a15920dbc3000776e3c9b3c5ebca544456779022
GIT binary patch
literal 26552
zcmce-WmsI#lLm^*;O_43?(XjH?l5R@cL?rIAb|iugS$Hf3Be^ma2PbmCHd+8ckg}n
ze%S{&r>FZ=b#?VyReh=kDpg5oCN^eH0M+nuQVD>Ul$F%Q+#Vn($f9WFYy-3<<$LW>
zXOXsZ1X{V1vPe6c0j(shEL<$DgoObfKzA!MCxB00g7&EU4mW1U5rb=-Ar;4Jqn2`k
z<%c0HI+|3qlsFbtxY%>oS+F9@>7@#i9;wDX%JMKud9a7;qthrCMnrP#xvDof3&+DE
zCCNk+6GGMxtUtNq9`{d`G>`iepRqsDTDSXu&y;3_muOZFo1~6kuF09)Ihj1Q^CEz8
z8}ka)rd*5t#=BmpRgbvH&^&H^^)90Yn&m3^lTk5Z)t!!A789j_+eaTJ%G99`u?B+7
z<!lqWT`W{@@~VQ7;SYm3^<f!Ei;1l2ims7^g8~T#d-;(uZm;T`QoFqoO)K?nM-wK9
zT|(vP;G5$z#c~{ZoZGvNnRJvU-Pbe~ITt>qO;5P`!5(X4#uMC}AD(XQ;CKZEP1p44
zSi7$~wJAQJmz*p<Mf{vh2V03J@}%fNfO{l`cA2bmAao8@Qjs?~g;r#cQmb-d>S?M3
zZcSasQ4f#WFf*o3%OqIT&D3?wb}?&_WPNFyjdWA8(ba2c`xIaJnck?-CtnGG@AZro
zK?wfb+8?&wGF0CQv{julvdbBiGEnUuEanmE*h3bD8)ksmum_XWl+K`8%6LkZ^liS7
zU#?RBic>MP$QWFZ$ufjbALeT3(PTG)sbtV5UYq}oqcyYtN2N!cK_OJ~!fAZK!7VLf
z#`wv*ml*%BLMXuaH}o-3Q5OahUdv<KDxAx^d%cB5D?mS$&~iWKcY6OdSFL?@g=jxU
z?C;9$ds8S!q&FrOg5D!%O!q@$KWyRg?iyW_p?e=FO$60PO!gG@yrf_16zbP+eopKK
z6_1r^SAeV56YKD=mx7yN`V0xO<>5)Cu_DQzuVH{Nz&~N~29xJ=Kpn5c%HSvV{Lpdt
z3u6RUkY)UcKZ@6y!&dq(V7eL2!MF2)4%#jf3T1BW`(VtohDQd?dz=CEd$YbVEDt|9
zr7xJ`2L)iq0_fN<hkos+iOiqXHqeNhi?FX}E_&(jl+Nolgwq-;a4km=hD$AI#KGRZ
zw73-9&T`w;$@_Uu%gA6T!0IVXj$cLyJvLip&$&`}ky6th(<+fN)B=+%up~P_6b5W|
zFA=#Qp!#!7&a-;uu1a7|s=<dR5aa8O=3K&4_PkN%&?hEvBC-SssL9vVR``|*Rkx5O
z?n;QIH!QpBvM#?zD_J<McH9Cue;gl)m@Z;=&U$-UHSbI|PT|nuo+{RQ->n`hn(24G
zKjWv!kyT=A=*d@`9Mu6CnriwsF~f9h*B=%)Y?Z_IvtuGux^)E8Lu0{I8B5T!yZ7y8
z-en6XZh7|$BEceUy(j(h`0efnO{=Ya+~F>TX%nEis;){HsZR+9QZ%_`CDE)Ik-Vg&
zA#`A-$CLucG_hTNQVo#KFsm><NrU4r*GTpzf+9(S*mXhfXO;4_Kf5u`DY9X4+zfd+
z(hNa_;T88lI<;R19+6wd57p)3uWx*f%sH8|lkRyMU_W^1u$zC2hZ=B8j)wwXEy1%L
zO8^nkbQ2LIwVWzEUd#>Kkmp|NY4EpNHO%Y3sv@+F`U^?Q_!o>T?m2^WBcRBmK(I5%
znK}}UlF~CyFfXK?vqBKu*DW6d>6M+ic~jk!7aufr6&aGy%Ddb@{BR>KrP=)ym@HR{
z%-i!rdl_4w<l7FvSpYlIx5?ZX1QVTA6Bkp4M2t3vDJf(L3O-H<yE)<HrTSEzP`swL
zyipSGhH0NCNZA}?J}YO-KmFiq>zD8R<uQNV+1Pn_0e|+f{nh!8V`XRk-*{H1bR~}+
zZp6s52doY)XSxiq?%Rwf-p2XEGNZGJDatqJ{PI5%oqVm@^G|A7MCCG4SqpUGgKx=X
zQD=CHvEU{PFIv~NL|)+a1&OL0v7a>38?n~~DpbKtG2zA>&P!aXh5`31XN@}AV9-z>
z6=PFT@-I`d!=wT9m25tXC1O}yhy@+CUYHq#b;k))RmpvE!MNAQ*1H@n@I&h4e56zo
z#Ee$Z(K`jJO>0ynT8zsSyBK~}w*|}4?ekQzZq1+R?TrkzzNzXjNU!Vm5?3?p8iC5S
zKJKLmHh36SM<9|g?5M*nk%R0ER|MRL7`6`R;XLGI&b8D`q7b9q;g+6a*|eXndK7)I
zSdA0jx_R;$M<J$}kF)?HzvGb{<@>bnc0mZI?^$qx@Zm~R$rbA8-RZ}Tv<NzNpOrrG
z4szQ<!1_uoF~sgkXl<;n2i`qBu@nv>4U1zU`9bHwyveMp{ieN2>q9|08@SQ*bLXDc
zxxL@Fo!_ag^X|c@x<LQpi}!y2TQvV!0>v>g`H9a}F4jS*f|Tj%PjUg8+pfKgU5r6Q
z=;eXYz6PdRmnFr+X_H1w;h#_1C6;WEPKHV$bVOS4C16hxVdtmo1wJ;DU%js&pH8LT
zt02m{y^fJM#VG^MR-)?pnv_1v`Mc;my%m)3GJR(O)sHmL>I-8%Rq-V8O@m0c!PfD-
zZBc&S$b_@#{hmEVKHD5kUJ9G9Nw?NG$(cQBLXTOe)XoIy5H9tnOl~~6TdFucGubU;
zdd4!jw`B>^b4H(O4>;c&QIDpXi7QzZyXYrzGnIat%K@s*X2@kQv%9tibM7(?=-H`4
z;J)v#mYmF`rz_<Ku6!8;q0IGEsIP!q@P$wc89Sx1y$fdpX5hp(2M*yTBX>#;APlh&
zWw7eEBfvPqaloj-WK!Po5e(z%45+pnu_7O1Mbbwpn}a-<aCZ=Ji6;HIK`X8tFeUL~
z3Nu&lAS}e;cT9x|hzO0%4jj=(Z1){28#u%WoA>u|2Y4;wiz&GMdU)YO0<T@Wf2`WX
zk<cru&H69-`jam7=+RK*vnIfNK<8R(BafV#On7{^*^{)!2V0kEoE~X29DJ~Jk}Ifv
zCzY*~MKjQ?B@|zF{k?F~t6?QBpk?DYsbcbQ!o##_?Qu!iFadW~D0bc?o;}96greH{
z>zr;}Yq45{o8w^zR1zKCWgWW9bU-^lN|sk%c<EWd8{O*)qjr%`KaE<xHKnzfgQBdi
zVFR9Fq19nw|C>MfZRo!p1LxoVfSv2V9kkfF|2O_1LU%lcp#^E}h{5l@TqQDi3Rrgj
ziDl{-^`{PZU$W_id_{ZWr7PL=t7~ur^Hh6bb#Jy7ppUC8r%&+d2DMOs*-rP-#?Sq=
z!e@9tKc5XI5fv8{0cjyM(VUZkU7DW5la8N$_u0LZK35#NXV&&;=;|J*L?bFXP-fIf
zoMbt8;-8J&;T2%8D~XE4JEv(x^OVjBj@!zStYwe3-Z3MrgeY8MH^8)aAS`|_x8Ofp
zLIQ`mpH8sFQTA8Z3yqWRJ?o2cIZob)z#wrOd2OTky<T;?5CR9z`eV+b?vMIoru!eS
zw+1TAo*!Jd+kank-JaWAw|97hjCe21^17Mx?)+Y_{(Ik8Crn6`{fWQVqR<E<T`fgn
zZ2WOW{@sqhT6&#k=>DiLrgr%Cs?!DkoAvGQ>;AtcNct&5qWtLga?l?ma!L}wdolb}
ziehrl`*)k>`Ew9xYk=f7NjUFr=Xo{?BWP9RRlffuOq@V%hr|(JwAtbINsoA0(#e3f
zyX#Cqtyon!XE=i~ZeBwP62iJ$&-#|sq1Zt5BlP-x_sQlZ!2QYNMKB;J-h~F0f{@Av
z2gqIz+1x;g_HO6O*=6(e&P6ZUZi@^b0x!Gr3HVt5jYOqeIKSe|`mtd|!90++yCbMe
zWy82TKsaBR*u><WNl@WBi3zdg!rA`(H_(G8zfc~FTCZVgjwm_FjuOMR6;50UyfpE?
z7`1;rd%*aI!rKj@yo&ZP8xrgAr;F<y5YU_TcyhuY+6t78xr_zuonj8@2tEZoyFY%L
znn!f|EE2Al!EOS)<U2*~wdeVkTPR8~6Tj!ewrGX~!|PF9M76BKVlw5DvYQpv9wvoj
zeRM0$XOY&?E6WSU(cZZ*o^tC$zWw!Hi2e{#{tbo0%tQ9XdTpGcE2qaY2Y$Jet{3Y3
z!|mDyipUum(~cGj9qm5vk=RF@WjdDLdSb`xT{~J!eNYKHcbcUFF)f3c1bn`Gd<434
zI^o+CF?%icCUjTTMRD!dJHGZ@5`apBj;w0aO{*S>3PHY2T>JGdJ{SU^YS*e~%-!;*
zUQ$h=#f;@>jZ8^L6!)dpp#zt{>H8pwL`9T_%*>$n5sI32$EaA+fNH0ad|#W&Srba(
zZClA=s~fc>R%NwNO&aI>B9D`MeK~0vEb)sx{~bk3%p>(tm-Lxr%H<mQVr}y|fT~UT
z%m?>m0V{-ZRl1OHdU}XO0_8^ekX5MEa>IW5cq=Lk?+ie?R`BX+k!MDz{+O?C)}r<M
zNCi_@c@7-)bcNv0;fvG?W)gr$_ap818A>Csv1M7Z(h-7_mf&&^T0`M&I;*hd`$(0n
z1B`cyrpUXN{H)H?#;aw#X-<OlEX12}k6iwJs0?=85h<No=$Q-dIPUi$-{|#PRmAQ~
z=8XDj6lb=R_~|Z$Kc8eX(uF%>h&G|iD)|@(^u=;)$Y+;-3Cl8}lQN*g(9n>*_?U+F
zzTDF?7wdhb2JR<rZmVY>1}ZZ~iHu7mI-10(;$(Z>2sV9Y*V*8(4S6v|Q!f!XPY9>9
zz7kq|ZL}7QqPkdAdMd+epOcPs4c%UghH+&vq>5l&L#v1I<nrp=uy3$ZX$V9NrO6;)
z8f@Eo^?q7TncT*5bjS2O!}pIxb(b-fl>6?jWa|AijTvHeS?cgD^6GkBSqAjE$>J#L
z{i?KD++@=u(Q8Ev=@Z)U=`4=e47sROZFIufAMoYp@GL=0>5d=E;#T@2m3q_*zfxD$
z!>i3{Gos5=wP-=$Eyc!GI`+}x6%Ni{@ro_*g0o|f@ds(V(PUVg$Xr!Tu@RLzDj%aH
zU3^#ajecKWE_c;;c1fPm6RUE>cn_@}!ww-&iJN|}H+-)gUY0tZ+&f)jpqY%Qi`C-;
zA$fr=ebW0c@ac);2{Vn<@R&ps)6on;$@_?n@$h;y)09=pv+Rl%@uZWnq#|TBt722+
zrR5!+Y5a8yWD~v|33#D{7-*LYNIL7Nu&nQCHP&@|M84CJXFv>E<odr=bcl3S_sN<J
zA^0Bb{!wBi;G3q7Np;9}xRzt9+qK#la;s0;!eEA;-tdj)afRC_X!S)K2KI%fbl$no
zO-#gEJ1h2S4#9alnwjW3v^X1f9(kS#M$}v^{W6@L<N^y3{XX!!E8o3kZobhP-)z$n
zgukyzm2_h#Qzd5N(^S)4ug}P~#yemOV6D4w2ptZ1grPoDx#X{Av2vSfz`eiddJJ~!
z`Kk=tNRHo~=l}I2$p6W|UBsk2c2(qg|Kjih#NOG_CD_#wBsf${$Ul_4FYxoIB`In8
z4tfg&y4$$QyhIo~S~}b@**~nfAJ&uF-V&!5VLqnd4S2ct5)OEGovFfRzoit!7bMUb
zAXsQ3O#aw^bakcI%rop7By{>r_VNrnblg||--Gn8===NB&dbg9*QuT3*Ae|!=Rc=*
z4z~YIlnzK8cmBqTDs}r9t0yltaQQUC%mgtYl`E`RgiwmGV2zH|oVP5m4m#q%q#B0-
zNFc0i=W}@2NUQYF!e$g~89I;rB+2W2Dgf1*d8<^LnpR_If_odQLxyVfe-1IC^uE_e
zkY1Z@x>@}0V8&Zv4u$JbY4MoGD$l+v%dS@Dia$yr<v!LaQXZcY!Y-FcTTs;%?I@iE
z%oB$h+}tn9!X2$?*3WAZpq=u?qp|@IT|HLB)AU^hM_ROoppZ=_mJ;?6jb06WnNoG?
zq5q*y_3Cx##?GTy=`q8phN9Wtp=V(aO54*DhGWr*uQ{Y9qrfeiJQ@!JQ`<5(D8Fr`
zW4cQ1QTYeNwEJ~NzB}1IEsv>HZDEKGI#QZnG-_~~9eQ^Ac1m&lgZUIg!7na8zFU@s
zp6XLCGClKqb;UA*MVi*m*0#=qen;+hu+#ji4tekc6J%q?NZF)MeQMeG@t@+%*B92V
zx~i*n;@OQSjwUJa-}BBF_?h^}wOcv1*Qcx$iDHXbc)ZLEYTYyVlM5zLq*GK1k={;<
zK>0)v^bde1@1~=s_=Wf>m5=VR#MYhs;4+mjM`S4DG0v=<xaX6Q*R#uR*ze}!O2<D5
zpQh|Ez-;;EY|o^v;~U26geQ|hp!-=o`Vw+XZ8lZ?&JoZVjIHO(3Qvh4i%WA+F-E$&
zRnIOV!MFfBk$IFP^ER*5GMex79eH)RH9a}f9%?|t+Q5!$!9($*nz`Y7I<~-M37rdr
z%J8WjrFQlWVT*YdGC|2KY)EZSoqnT+L>dNnq7iTZb+B*o6l4DlxxW$l3#8nve*>52
zAKYsCx>~WQn%P*fC|OzBnTfmjkQ)4gH8&eODGwjJ5r9SA1^AlOBV~Pk%H7HtNXqdG
z;ji6R9xk5l7FHgw;8%5bvCyyr8nC=(3rSftt$cv5bW%P*8I9khY`>4L02XPNS8}#r
zldA(>(}OG$ub*EzdXWA~EB@~K>vi~FdB*<>0omFASkrF-+5cGJe-ZHa`}w~mWaoUP
z_|x?NPbB<9Yk#Pa{cnB!qr%^B4F5&Kf29=uFC^snw+=b}2Oa+Qmj9OU*E4^p@D($!
zFeLqrLl06G1v^U*QUkyrOJ@6HvA-3r4q*SCZw45VzOLN!6-}JKfb=J7{&{EmYn1IZ
zBW>sI0VMqmKvEV(v%lN_kp1%5|Jun{S~H-Tql?X7;{1ts6;Gg}owJn(>91*C@vmeB
zG_!ntl9b~QbpMOtzrw<A&Hrr)02Xm27G)QACo@L?i;AieDI0)AQ-Kud?)jQ7{|ozn
zMVeQ;QfFfYu>H;h{fqm*j8~nF3&8eUp4Ug&0BnB*A9Xek0NZb=Uwb(LY`>tY{ttuS
zVE=Q$|I-A&@&DI2I~#!gFRuT?1pngtU&Q+FV*keM|8K6pLG>5a|DcTDIQwh-e=qC5
zwp`rI!|IpW|H6~Ios~P2xQnCZZ#e$8H2{l-r#bMKkNmZhZ2zqHx7z=l`M>c{F?Y0c
z^ZbM6|C<fRKcM}yi1P0m%3nnmHXc@C;lHaXMoFE>VWgPS-UZuT;Pi*4=DNq*Gw<wv
zLcrnllcEk3yO;zvN<=B#Z3^s)4j=OCVT1^Wrn1BrC1`>3w7|x&?wB*$38+dBQKW0t
z^kML?hX(}-iqjX>+%s#Jsd&-RI9ZixeD)<{gKH<n%ZWtM_XyQ~GV;XAx}LRsKZ>g&
zxl+D-#ZGqvEfRNMUJb+#UX>6fi1WS}6CT<=b6CGu6vMxS7P8Pr`DK^?HTC%$p#P~f
zDGePJNmT|-J0~j-Wh-xW7bi34-%69T^008Xa|OD%lfDL{R}8agx@bAu{VFbz{?^-T
z$FH6FwSBL_<(HvL*qXVMa`OH*^xthR9u^%tOQ5ZX0f38@mGs|#zwGLdpV!{kc=h*2
zzgpujzW>_me>@e-fA00aMfjV;e?aA5vEo0;f5Yv650~G1_)~#@ul*lA{Z@stnUfXE
z|Ep5PUn9K1t4TAxdI)X~UQ%uzE~8(Nv+*G1=HlXH1+a*DSo{j}uLG|U+RRnf%Ff32
z&yT-m`Ze}S3}BIa^^$fLV$L>>uZM$I^#QG%v`P71iInU-JnWope(Rl-hll5n!2enz
zv|=aa_z!19C2nP7=ls`Mf}hm-^(j)?U&n}FyZVdfmv1)V;G_fmCjE2mf7BcQZ7P62
zZH0}LgM*uo`)|wP=H}x4m+hQ%`ue9zJ@X1LrGmP6SKPUrY>Pn?vlO~y5gApYZ`*xl
zIOV>H=A;pRlrriuP&Ml`!cxUy(G*8xIsml&s97pGI`P|#J^EC?9WcM~=DRPu+}r8X
zK;w;Rl5UZS{)vvl?Awkr-)TWPSu|<5^5X00lEv(}48@;UEw}l|LWSg#>vqPPX42c9
z&z-7Fo?d)y3qO%;NW=F9-iSxC?02?;lRXfMKhUhS3$)qyd25rVbwHC*EpMGT=v+MI
zvvxJjpSTKL&ClY&8G+qawqfu`V%ZQ&(x&!4-A&cZe5HSee(ah&^5*~Ya~&!?1>1{n
z>Qs3>4ZPk`Ib1nxdUlVv`fDNhZ38O)6|hAF*UxiNkwAQ}AC0|mj>y&frKxk5AzUAa
zG_4@)bB&y>pnhT<#ip$UeDsxASXjwmbTC%d@IHL8nvruREZ&NcFf9G0A3tHGrYWhK
z1rot~j^t4FnRH&rZuxi7YKUp@IiW){{`!gxl@Wn*JhK~fM~6y4g3kPPx!akjgMJX$
z6U7roKn8IM%k0v@#z8wM;DPLk<_VoPzStKC!Bk4EFU3-td)Ne$_Cx4QKP_rMG;T|J
z4iT0vEK`}^Ka2xmJ-`IycFBkok<3r4Bo_rMm!yA@?=H!luR1^iS-0gs7pzN>6hVT}
z{E~&mUK9&US!Oa1k3dX*S;WO8vnq!=FEZ$jCG7S^7<P0_71sJn(-k;#afjtVip~`0
z;-#6RgR=u|KZ4G%b&0d`+j+Q?3Y57gklF)pK&-IDi};JYNx93M_rb=Y$N>$=1cdt(
z8Yt0SDl$_TER&u5Nix+PvNPCNk_FtZ7R<LcG4;;5Ep=VS`w4b5X>R&pALQ`B^i=Q+
z7pR1(ZyJpQ;ikd#C`gzf4x=f#L<U%V2oFqvv%O~ef-`qk+=Xe4?ngDDERJVOse3^X
za*^M2CuaIc$x0g9vl9ibQG1cis83WalYl^9t{0s=eW+O3UDQzYoH7;pz`zgtqt*`N
z%Z95%s*Bm65xf=iSQvYxahSA(WjE{|Tv}4%G~T0}UPAn^4ifRZep2_dd4PDt0e>Ts
z_8^<1cv5MYEpi*=LMikCJ|_l|c)Mth@FSzFog~r$vu5;F4?c$~xAsiJ0TK`fP=qpL
z#)-yN?Cpv@V<)**)Z%n*QJFha9`+NA0bWVww)AN^4yPCpZ1Yy#5F(EUg;?^d?e^wX
zSZ)6r(*dMlpes)f^o)oqbx!bN@kR+_BS47b4r3a%5@{`FdXS{lKe}3JVvHNPM!KS?
z^8jlVYDVx&MMuGB9AC4=6J7!mLVxdb2@q}n2vXXVOlIi7(*Y@6#eDinUspxR{RnvJ
zei6?(t7FMcFMQZMj7#{sz${K#xS-TEsSJEhf_4eR%tzA%omn&xm-3L-9d-vs4bDY(
z+LBl^HKw!!S<*VhVmroK+>IFq_glvlq{T7mL0kBECuxD;7h({Eb05<kX<+=RDt(d)
z5uq@z`MJc1cq-|fGn9!Sj9^z^dN3rRDRk5_FSh!Ghzl5!(SbDx!VhiN2ln`x>j7CM
z^hoHEpx)W_>!wi{NiZWkEy_a4{0v}MMyL{J4aPWtP$)!rSR_TVM{uA(bCG@+rWWEG
zcCj7l8xB(zh?U$Pg(q9E8Xd85MMp3u`wRaLRPW8nJAT37jUE?NqEQ-$5t=&v!g7~S
z_ELCxh-uO#ZaquU8O6%yJuW>fIw4)&#Wb_?K2XekRz<T_tS<!a0K4ELFZbvU$RkgV
zpK`5tcUwCzg3mjf(z*ypsNUnfIk&-B!u=Ftk>(u$*o&W}_t=+UN~L&T;Ho+cnBOtg
z<<x{A-r!)H3Vh8Sa~v!_{vwe0GqIa@nbW6uWS&3S0b<vM;X}xsU6idp(xqoVmgs&7
zk}X9W`t}}uBhd*|CrVMpEW?4*GI)2WRXPg$o8UJ%l50|T@}HdtZnuZeQ}65^iJv1)
z%D`%3%5oH`=0_3d#F#^m@Gl{J)BPofRcVZ5min8pE>{Q;*@j@SI1C%ol*aPgY_2h`
z8$eF*(@#LqzMM$Q<KvVY(ErQDe3FUx<EI@GWM-mc$a@4eJbG9;7H~S3aNJe!B_Y%p
zl#+@Wj{`2UBb+Q#XmVj#0y2F0UI&c}ML~iZ-#gCF89hyiwZY>d-&|=7kIw!4g}cB^
zqHBAWVvk^EoM5{MMBtVrd_)XuH@z=J&S~xtAjA}DB|XTpMd_oFIP;aQQ>^PzYmm32
zs&b)ZQG5=R>!Xe-YUj)vQS0l&YC;J8MJ%r}4{zh^)U|tmEUPc}GMh#%#~pj#l%`a0
z(&vw9@42nn=4-V`w#a*jIcJ_ytf~0r2ZnSh1=T!TJ(-G=SyqXJtiMrvtP=NzgH7K$
zcD!V+jw4+8Xc(FqJP5R8yY3^t(kUk*DTR5YUY8XDUT>ZNVeS(jF4Wz@aApLp*qvlD
zOT{`;J7l`ZN$Syj*zR#vEV~C$&_wc;fq5~P=mfpYs=}cs&s?0@c~K}SG-eg8rspWO
z_4QcYRgP3F<d6c2k;UF-S|;K(QF1|K#P#q@HrjhKyWs5`AM=oI3dETQQxC=+86JZ1
zM>FqmyO8ULu6&RQRHn$eJ22Q!r+o<dW0#7Y{h8`_qAtGqfSLK@bYe_X(QST&lN;o6
zh4L-<zLRN(ZjTm~Le37sLOMKx{t$f%tslW=8Pi?Tl(j7%oquq|d)W*49H|(bw+Q!j
zm&#F^@4#>5)`Tc1+{SUw(+XqY>&He+Cdu>z#Y@Ixc^$EL_h5^=gCp@b5{SmJ^rJ`z
ztG(CD(7r*$yDFhD=k%H(sbmJ$VU9<p-MDf9Qk)v7nhmk%Aej0<jAxu5gD|>!u(Ogw
zGR!s!$=Uj3FV3Ok5mVvqxwBerons1>cs3LRh{G-7Y26W1p+frsn<9XP5dT*vRE=52
zEoyBH$>A(4jPP}<4Ob`*o*%`s0OH6WJQq6qwyjsIs2KL9vbByzI6*LMsq}EOJt7PT
z(OH}U)`dtA(z8e^%v<dF1n)R1;2FI<f>BF83(Ng@{tkXQ={b@|Y`q|2J=|Y2+GB>s
zbqxhwNsU;V;HyKjKn1d~@Ergj{Du|`p{bYI56ZJRC}hogHf+S*U-+vKZ<tp<@-;KR
z)A>}dU|u*sY-h4BiI@Nguv>6#n^)iO+@g~2ZofvC>eR%wprsx6RZ~yRSX-a{z0Y=d
zN#Dg#sK3Pe=T8>WNn?|v#C-m`+Sby3`u6hf>gJ)w6|C~C^iG^pwp^02`V`e8ybjuU
z-8}q7{b)<G_-vv}@x{Do5>=uch=Yxg)<5C1ys+k(+1w(Fkr&d_@$nNPN3M{h`@xLe
zR@{SYZCRUf$z`AgReB7d@&K-Z!iub%-+|n?<ewL2aI<IUTR(kj0v|b1R?czGJ5{D<
zkZMm&0at{fO>sJ2PiUwx1y4R68f}M{mxV4SFO5e^cxz|@nMo>+KtNP85;~v3!yP|0
z?Lx<puz9F#VE~0!AvLD}1;}AumITgI`1KBLZmkq4MXr^@@)!#zhpgx;s2fUW?!@n*
z{jl8<WLF4wk)V8Y@-}ao33WQB>oMhSb{1%1kvQDr!sFaAfciCX<??RU-?*g_ECG%#
zZ??@1hP8`Oak+5>tYbuqX`JGY+|+i{&oy83WOYb-eZFlBRgP1c!^_!l0g#B-#1@Ku
zvv-?>Z?(bWgPUN_>1f!onnjY$zp}h-i`(#qcja@Pi%QK}vH-BG8t5(k&VF&t?hrpY
z1s~<}URE#^e^d^(e7iaGTQ}}-iGfYdV9N1?A`Pb6)h6502JD&5g-|o?0qEy*N%V>q
z=ZP%DCp`Z^NxBJEeD1)6o|mE0LgW)STcNhT_*yhr-?S0YunSs3I=UFeoB>El5h6hV
zyE59XmQ}eBB&GTB6ssuYcL{`^=ERIqEYrtF|I>9PNUtw2Ja4Znm~_sNDxH8L^*U*d
zlClgWe7Hn-pTd)>lM+V`KT1dMzz%3^Mazo6eatLibJw-l--RQ-cZpp4;WJNeF>l9^
zL4eQGY~SppFSx5rRGV&rAHD$2>JyF?T5e512Ewk<of6nAROjtqKCsJ&RzR|hN6hWY
zOQdF^mz35J18m<S%4Kgbs%$mt7Ap^QJBSv7fiwEmnMqTYdS>XiQ10!&WTwKvBwgs0
z#3;=JV-=b4{DQ`kf0AvNJC>2MGLS39={T-taauaUP*x=n*x({@a5p;x5fN)#IPlry
z32tZifcHbELyMI^VPS4v@QJeBd=Y48V`wsC_Wc5$FQgk8A)j#hyI3viZ^}sCAngl{
zNrIq{g#&$%DbF2sz<;8s7pP2&X?EbSrq%@K*#BglGexYJ-oaN?#h05gjfJ?=Lb7(_
z1&opL;a5vQTV}u<%^soCfMfM)6ar{U;xLBoTvO^fFK+Sk;vwurY+V8ND!2BoA5OvR
z<-_J@@D790+iJ#XGtXShY*s6Jp$<7F@fF`Pap;8U5h4rX*ho9QlgQ3S;L=U%c;$*T
z-eC}iF$>xXn%ShR_mBkTr(0T%ufOl58%YU}4AVG_Rjh!iD89^dOorlczD~=N21iKR
zWkjn}2DL+1<2*S)<&kb8K`4LmFYEh|q^W!T7EmRuZiXFI`XC#jMe@Gx2L+aPz<(KA
zkfE>sJ?O?ur@UcVJnjOWhrU!uy=efQ*Xud@m1)xq%w~@e_57Uo5iK+kkQ9G3jpbp2
zd2Sn0I!8zlm5KwKgmZTW@JR_y0(@5N5pm}wQ+^KTHKucWqH}92ySlTRR+5ZUBN41>
z-CF%2s%(pN;7l90MVH!tWh(Sg6wb*AnaA;TZn?x{4-0w&6$$Rw!P-q&1T%Yf7gVN6
zM#a%{KaCP#7K4FFqft0C9q#C=)#s51$d+;unm8A4NBs^AMkHf%Ae%uDhwn*kCr}=U
zGiy`;;m!ElzJX38c_0*h2_zHAoPxIKU;$HUfx&fo37VMz>vT>Yg*229$7YTJKjl-F
zEp3Bp<Sv3X7Y<^HxXOj~<T!W6!FPwh7vxbz0(=$Vvft}Ywz~|P(QHzLU0!Br%!|(e
z=!?+_wAeF!fw@rJ1{Z>0MaOK0>-7+g?~)giegkgHjxw|#b{yC1!cn9M`{Mc;&#zUP
zqo{!4fuPt1?aOKyM~Hl>Ps(;@oEp90;dvj^8Cp(wAX?{a;6m)0_?UAs!f?XFX{NA7
z=_CsGrtneZeSjPHjqL>nc1EN`JnjkPW8Ll{<{9kZBObQLeSjkI!iEuqNqTrKMr~b%
zfn>7*$P<p<*-VXOV*A;7_OoZ7Pg2iS7@>dp#fX}3<a2^mN!Jf7Vz0Q73)>VoJR{fP
zpZPQUSPxAIN1pj#j02TeoY}ky(~T3pkKVO5W}%3Fqh4&F_sso{S15gNNt{F4h;L6v
z?6gM{6KmqG{j>Gso1*Wn1K@_8IZa`q`UgR~M$C()Dx0v-<y|Is;@9&t3lkqp-H`zN
z$_Gw3_>VloJhq<>Fz^Ooz1g}1DO$tJ7p@OcTbWTakL0PmNSU3rp2S~f)r~*p2+c`+
zpl0*y?0cz-;Mw6YY{$l7Qxw_!(8|KdICbbPAE4Q~U7EX(NR0I1X+dk@<Dd+uyh?m=
zP=y+!ur<P3&>^3*nQ{=)tA(6Yax2gBN9Y95+>yG5c3Pyh1_r*BGt#d)0~h4lk-q8)
z+IgZC@>IHPS}FCVXdWs71s=*Q=zoAAdkZN}V>GOm#HU>6`SV47B`ZB>wD<i9tJ8{6
zhvWxg!BA=ifdBr^nNWI6=R56=217(wq~o)u83TBsbk~d24fHQ%X4-v~@Y2=zhGC4V
zch&Zq&=nBIyq>2YQDwRDlyR|4Spw6;h-qqkDn|TY=7oEUVLtJ{u`;X_Xpk9iHhd=~
zuEOO4vRg!n=H1i02N=<xOXQ$@2b{H9LY-g5L*K0GS|bePOPJ#wXSQ}3?OqlYZKIwI
zwKt7K=W~{PDZQP&QhbyXO9*QfH_mLP_b1QrmG-a|aIiBZyawpylk*FO2Gx$#!4&JL
zR^xiMY*!T&?uf70YwEB}qYI9GSvW|2qn4`+9Z2>y=8Y7m@<R2%l98$<dbc&W@&X-W
ze}i|sZf+zQ8b0bxOg@X&*Anat2Zl8Yj*kw}XJMf&1_r)HE52?A@S7XMeNdC)pNM#K
z!oGA~Yz)WvNk5jqY%^7_j8w?|NDTmgYsDYl{l)W#v`t+4A;$WTSubc$7Y(N`7~ajX
z`dSGk#BS<mZyidEEXVHVLrerDs@S|Qjh?#=EIxS6OYT;>on&5CxgEZ}r@KRlt76+v
z!5gJAr_6cVC+?lT4<S}%kcZkwt|F}xfiPgl*CvuV7M&#Rk-2K{xZ;e8nd8?~d4w4l
zZ`~K%+~9T++IO`@b`+&BuCqEL)GF~1b~JgijRn#|@u-wIP9uIhxWG}Tao1rGkG!VB
zZ#qybq{Yj%0qiAQSR4nNrs4$^AFLCN(>R%*+AC=<h#Q&Lx)wF9;BoO%>YVH96sDBW
zV80|2{y@LLBHkXPwTkljaWSl>p#rnkM-w2yYP8ZSNXe?%o$<or9SR89fd0ZzgdC&T
zv-bhD;yyjJx$Vc7N8IFTkv;eCFHFP6TQRoEkKLQ-L{+?I!<mgZx1R0ah?HBlocp(x
zTg(bJ_EE$#&Dum}PEdHoiMyv~PCQ@3Iw9F`km!fa0mQh+b=EU@eCwa41*6tgjA3Jj
z&Xu=*NC-ki`Nc(M#R3P&pwC8eLPn=WW?k(|bu$}#=WABFgsz`gjS_q8!@8d~*g2q9
zi3&_dh+Nwdi3`b~DiyHtuzAHJ$@{l`BfsC=xQF%cvw!Xs^LC*rN|&Ki5)Pq*n@79h
zhe*wAgA`L<Gc<PKR?ORXgLxDSdQ+*p3E9?TTxYw!eLopzGo2;W8F+F0{r>f9sFAG=
z6+BZWUu-K2TkAf#8Sgv}zL$G17bhSjCP8a&j2srd1|HNRfcj%+MQ*ak@i{TLw7o$^
z_89zUc$l+<L1FPU$#;(YXX0X;<$ZTpD59BmhLIRvMB}9S6G)(pOwY-w`%m$`NbIb|
z!vi;hM<=qVVOS0ciSRA`Ykmmluy2q95HOiEn_iI}0g*Ss-3-*3BtG{7s}SWltQJ>>
zruV@WOoR|~r0+KN6LoCGS?SXRbeWaNXdsVSLA)JiGPyVd$S`ZgcVG7+sf23<a52Xa
zm_%tNC&@$<k-XaT3%ru9GII!eV!M)um&m^J8#1FLVMi^YqN?ePwL|tb_pks<RE<?K
zqZptRp^R%q>iBWhA!~>n$@rf-Q3JNPYiX88@4=WBUbjUUas;L3$LUUFoSrQ$g;~<q
z6Sh6VF5&*1Isw{c-Y4M-fz5eNI9qpwUDFDYV^6U!w?3q<zKD<N0g12$z&EB=?}>MO
z)MZc+aKj0wR40ZF*`laDe~yj<-tIxsFlKRkr=gy^g;RTkQ^oy2vWkppTFfz*NO<2|
zJ*Tgio%Oj4o}WR9x(e$DzCuFryS6cHD+Q$=h!JfxI+~!Hn+$I$qBD^9U@d%0G1=z9
zUUTpuqBwZD6dCM*G)XkcIn+~^dcS%S2NeE<CzRnT7<KL-V<;1;do&y?-t|d=D66F_
z(7T;Te{S=jW6xJw31Ax58d!*6xaDyR(@s>Us}PakCm=MXteX>QEHks|4l6`dS3QOl
z`IXF-;xo@GHZY7Jz#prrRSd%$sO6d~PU~wVCXq=31s9pG40m=@w^W4Bxrxn&4P|eL
zs`|0NKWwqwo`e%54w49NUDb!+?FH1Weu18#fYaWA=MIUdz1Dz+iSZZxGF%)ivN{Vd
zX6sr=1koa~8=T@?VEsn2dAlSu#_w^R_%!CmRa6PKj{Ec8cE+QeAk6VQzED#KkqVS%
z(76vl8X9)I)rYjTk36|gOxPntVCDolf`}Z8`8@X8a13dBa&=HAjwC~j^$To`rx!nj
zAY6$4$POaDX)F8-uVJFI6P35C(5j8VnlX#cGD5C&?(k6v;xQ<yy>r%cZtJ#R8@&Fm
z{Xz7H6>%m3As+Gvx4G}Pwa9>wHbSDrrew7+drhd-I;x9-Z5@g)d)|>+SbX*U1Rw-X
zS(r8BsGKz-=8-)zl%=M}AYCY|{9<MoDV^vbla>;O&+G$6uot+SKUMfh9$9E^+ByZ%
zU#>6%b&8q%LlVBnQRrs!rri$^;G8dqYHS_U0Zv7*VUrGgKw=~1!UHoKvuhv}5Lj9O
zP^6P5F++k-qU81re&v*`V^yLO-p`Sc;}bP^YCfPz$shca3?cYJzY0y_rU4zgOpjj=
zN^}&bvPJWaHCK@4j*LMd56-D|-zT02(cz6dV<gou9}DYuH`33H!2}W2O54Sv0rSQI
zxH~SZESNW&?wM7E_c2SR!l*){3fa-9)LHf$0gGfp@}e=c@KmLkX|Z#v{9~fov<OHN
z{j+eK=vJkKX>roUv$lx%3|&;VqW6_xc(Xp5a1e^37;0=e;qsf|lif$!Wa}hs{SDn%
zTE+I7VfJs4l;bLj_<{5}q3_5AvaIoQknOok@QS`OvQ81IIy2)2cgJ;u<-^D`h3+>}
zom;jcGRZL6Lh}>lhfGP@^o}-ab?|Jx=1g&>Gl);#gc$W9t(^mFy9Cg%H;M!a#I2e5
zVe{jrB)Y|pX8an#^OKlGaZ2K51`p7IbZv-ElDRW`2LK?|N_=y)3#M^Gjo53|g;j#5
zh+y`tF4S4NrRbw>RCB4ptkZ!P=uM-9zX^yL$kPUUB6(Z<bCwxXtbOoSl0@{)Y}f%A
zXYft&(}5WXZn0Em795Bw6iF--B&kwFGpli+axi^h2SW727K$p62@;DMxRo#wXDQX0
zsXE{S@%uq`#ym%^i@TJ1&$J(~LjBm7{doZQ0QLkK5G@>f{sQ${yNFFJ2`ZkRVFU3!
zKm^2eiJO$V%(NT`fP@~vpP~cBMM`&UQ7Q6*G2GCVhv;~*Dz<=mAslYl#F0@uXg+0k
z*yhZ{5i&b$K8(asS9Rd~I}nZoJ8opmeHiDGhVe98=!UW5u6#8;>C54h%b_1X19W!q
z4da}A*oC2&wlpp<1+l)l2^B<E?7*x>+iYh0U>79pZ&C~5O!r^8aTo`y^dnr5ci^)0
zDqOI45VmY$-2we!gfR*ubhfoGKFZK|nejLe6Mfe3ukhfy*=9cO4_r-H+5|)1Mn&Es
zUX7a`3h-ePhAoVn?(at1NLwum(77b{XX}D8iDl_0xS;mu>w++e;n`ujYq_KM=jwtn
ziL32jigQtaM&1Z_8EV=5=tHoc=rY){_3h&90@)w73u7bVZ0L3~|IXN-q>JP%6uO(>
zc1P$AyhF$T)*bAu|K~;j9oi%8Bdu^xH(fl*aL|CtCe4M$oyy(xYql3L5L+awa5$(p
z>Kx%t>QUzrJrJ)u)MT)BYw3dEPU(^75j&8eJ8WYx>f+7a*<FA?R8a6sh{yoRR?-E{
zUE!UEKjsTUP-N29^aakH!Xwr*eo$EV;KtV31<IYwBgQix$#57Hnj&0rI9kL(bOB|u
zWQt^p96*lBjxygeSusT_^6i!-)QYrpierj|`zS4YPCS{#C~t}kB4r^aDg|Cr4NXK@
zv?3{n99y=eyeu6Z#a>ycCOQTi2EwNldUYjxS*A~KM|UyRWt6EjMl{W7t}XGimGNaM
zvc;@Z^enlvC2~d#*^?${CN07F5*R7tM$GHO8L7rc+~>r#ljleAb`{;R_2l$p!Wz+N
z+|YRJXo$*EeMac(bA04*E@IAVYskRSDap{Og~~GXlpaR(-I4h+^M<<(lonHwcKzMK
zTayhXnW;0A6-KQrDZWZF)955Kj9S-6JZ2b1IFsw7I*c^!^1BPQhOEj4$~cqrq#BH9
z*C#mAw4{6+IoZ9ngl!F5l{+Q(PJJ_??9S4fw5sCu7VfLk!zl43*jEK&N|d+Y^-0Gx
zD5)|dBqOD}V0^N~6iKNfDKsOgyL6W{mo}H2zLA0o1r*b%-N_QW(3j-*48AcPipFHM
zDN7?qyGWPR_XNIi9ZKtDXDR)=LYLl`!hGVwq%Wi-DM=&4yBL=$mvnsc&r-q^!z25<
z2$xj%vHnV3WE&}GBe%P-mlXFgkBW(@VzRec=<;->fCV)nrJ@+l80vY<9Qk=${>h?j
z&N$@K{zEwa6zh4y90i%z)Egp^!tku1ebIemF#e&BzHHn96#rZ7dAY{$j5&6FWd>U+
zE;WuORfdlx3yqPB>IC_UD#e~4P5ubwaxZ<AirK@)5bilVAa%Z!%{*UY%vAZ+f&Ypk
z&dmIQcw02{JB0)Fws__WCLpv>eu3C@nayl^V>-VrfoF+`Dvsy8*NT|H`>2|ds`r^*
zY9!b5&TWw}w#kvUSvNDre%vRe4u^aoLqFoDggfF}7(e0Ha-u9t3C_I2K{<%M?XB}`
zsgvO#9mugJ9;8rPqBHMs(DdrKggQgk;i95)4<<p_ZRyUX-wr>5xcvm4gx18)ioECA
z57t1$ua!uJv(npnBTfj|guu2aVbR+;*h2}RC?PNLyQH4k9W~xy!m^~<;X{%`43OLd
z<`c#fM?j9SL}B^#?Eaz20okj^d;6T;C28`mc1GvW0p$5wj7@z`=#tuacXs~bAihx=
zRB<*>0fKx$c`fTk2P%pbzmyfumA)2AIsD=SmAi{f=4ua?Km@N<(8NHMpdyjE!h>lL
zFOg-mnKZ6dJe}e&h%tn!o-$)XU6)?L;*c@Ss-BTM9?6DcSvF(RU6+|)P`ZK5k&)2v
zGAm@S0m9mHM~{rb9AjBhdxH8Cy7t(ZE?<>tx+^O?2SP(Vz4oNNE>pv&(PK<)SebG<
zNBV{aKkfu28>H&DlfjT*7`byNLnOW!awkpNOge%KBrsXVEt@xoGg*x<yD#=>*Uf*$
zJ680<HW<~<4r^kg@nGX|upz2W^<AcK&hgd5xndJJvUbo7hSrOY&_g-0vS|=*&dBed
zvfBT&QRlhspmOvT#!I+8*l2{=9H&8Hx%`;D`K^<AW&^`=x+BN8zQFMsbDai<<)&kP
zFQN93wUNMKXLFtggJtdJ1Sgx8`ftl8$G48K?O|)9r{>-bZ<dw4SlW};roBGFeVcsv
zN_+$MZJgK=<r8>w(uoa9gUm9?a_KRczzDHLQiDi6&2s87-3`r+%?;<9NTKlpi|K~$
zI*DWG8}gqFZ(=$pjLmB6mzIx?k#4Ae61<7)oLo0MtM5M+y79gd7U&Z;eK94ePg)*6
z#<)?rp%WN;9u&41Ufw@OxS{$P8!*{rwo!k!e0vOgL-8}_X(F*f44O`t44{=&Ld!2z
zOGz6epOR8tM*ChqN096t1D^c5lyXFkNCt|uxAM&?rMvW{X|rRvR@LmvqZ)|vUFt=+
z=@;_F>Sbv^`;1*8r_XkhTF+_Gf@R(XCwWCEHGZ=wnanq;W+Oa5GBQH8={Zx_bs>e$
ze-1WS+H-4tBr^&y=vmuY<dZC|z4h*y|6$)L;pB;=3_CH``sE$jfhUx}bpn2hfrP!L
z%$hyN(iURWDu3<DgqA>OiJ3<T#g%*W)q+{!%7o4*{}MSzucr467*A@lEvilsEBUb`
zs<~43HmaQParw@f!$+Q!;hdr^x>5)+(t7A%9CT*JG|X@F`cmcrO?nLY&7le%*z{KK
zN~^|;doX|_VmLrQ%&3<3`Qn}(vyozNZ&)GYA|enF$Y(o(_HHe|K=UG*IUZ>MW9#eu
z(ZO~y3-0%%p6B42Z$wb;F^Qr*8%LfkQ6LC_H%*Lo$6+aQ+heCNmi<)}KL!_PCX1A~
zlbAQUV5paSA#VpA@w2v`Y5)uA*G}r=L$@A}+WC*bhb=R1th|$JZ=XD57C~@ox820x
zeu5tvrUtZTvxpj0L2f-|;OXdflHeYgb<!a#w5D+o3u;Bw08P7KF8N`?d}AytHLP;S
zm^n6?Hxp`v9%;&2nwk!nU(vDp8AE8jJv52qph_ebX%SK_@yi_(W9`#N)W#Mo1-0Mn
zq}6lrcgoY#9!3)fe9nD|T3hftCv(BNp88hP9Fpus0`THDbe8(!w`4y{-7FC-0lc49
zRwsKtO%ldD=jHEPvnQB2H4<*RZa&H@2%bMu2Hp9skota>Ae?&$H6pI{NkxRHlv$rK
zU9NEO_7;O<Gp6fxHl4~_cg>wU^a4Z39G=~~ZB1$K6Jx4ewR2;Y6v`Hg^3kUHN%$y2
z0Q<O>F9>-*(6;B&@)@1zgjl6%)bV42coX*;<GD|Q6wkP(ft6M+eX1>E24zsow~Dda
zTAkF~_2TBy`Bv_&8n4=)$CfsT*7Nt~UgG60U#vebXfIV-i?!J5QVe@YqziH+s>=|T
zXA_n}ehAN=1<n_Pk2Y+72M$eUFMNlqQ?3LyND$YKf4qv87BNU2EFEPxNFOY<-u<dy
ze_iQxnaBI1%G_04Lo;y!Ke;}q+vVtr-=8^&!^|1DOaT2|2D}hvM%o0{^Cv%OGDkE}
zsmNN3wA&UPTY4Y51i%uDL5Ev$ZeHUW&CnsK#am6^Az4bYc)+4|7^M}FX$y$ripU&P
zJ4*;N*xu~ItrjIdg`-}$dSq7T-JPSYtaZ^eh%#s#oivxwFbhId2A&sPw+SJyvCBr1
z8q}^ZYTQN|V>x7x?;w8;D=;;8!JKQVj1DM~Gs3vJQenI+IP#)`A!P0%ef`%=xZ3I_
zJ*Ak(r)Or^>SRgP#Yv1n8~I8M!iv7$T`v_COl5coDidJOVbs&e7O*X#81d8mfF~_k
z_cV!Of;`n}%8&a<s-84y&u(-c_yn>h9=B$bF!h}FI~(I4K4U4oyJg>*y`y5&4#7cW
zgqXb{N?}Y&cBnr~hN3=h=2D-V<weZx9-Mmh@D*20?vY;gSq5e?-X3rjScXI~AA=a;
z2DICj(H0#Z4?)T(MyQ~&iNu}U8YJnnR6;hYwF~*SQhC1;d1Mrne0qL80-UZemup8R
zoScowyMpOENvkH*wW`=tgwzJ1I{ENb&Y8odn5T`hC0Y#{S;V64eQAZ57M%z935~}K
zY?NVxRTd`ZJ{T|j1}cD7Hl<~Ts^b^>VtRNjg-U7hCiHr#;ve$xa>NU2#MD(~HYu8l
zDY0_uYzp+&a)XRiTnhISDFu3CHW_J?DfN2l&9Y<Ia$m{m49bugQ=+6U>tu<sNBhZr
zbtzG*cFocSt5c%1F6-op+1hof{_J5B7{^<1mu|{aW3tg4$Kz7}fKR88kX9}|rcOb(
zBs<2H;+{}u_}Y{oYf|6PA1&3stV|cQr%L*#iITf(mMZ9&5~XxmCr8XZ+E4AfZ0<Ku
zDd`KwNR}FId91BZX_>B?9{zz!lcHGvbv4wZ6x1GCiaee$CSbEW@#SNPHay-*6!4d+
zr9ua%=Wn#?2tG_%g4cv#DAHB}{U8ds<Z0nr#n7T-duFAgo|1!s4t-8rs;c|$z|Ud%
z@|grvC-RvV38neageT5fXu#UpE0l`+9qm`=EGFWL5V^#<9I-;T%U|9<zjs5={2Aq~
zGS7({h}MB9fS4pAPewxZ;jsql*@1a|A<+vU1-|b5v1)uxs<@J;t1d}AWVnv`_J{IN
z%)y{&OD?cI6$%&d>#JExOLt=GsQGSqTiNevX7^B9e0#-(_-T7|j=*G>dgm=|$T{nz
zZhhO-?<?x_Pq~~~Uck8F&$*N|O6vgz6;fxK<5cipBktMFi|oaOWQVPkzlU?0%Ryk9
zzB@qAS}~P2OgfO=mBvbx-%cJ=2fltkP{;wjca`3+p0y1IVZO>$yutt)U5vy@msjEl
zNeT_4my(_m>kABJ8Y5`luU7^i3R%4vb3y5c(ueOfO7XPGjD+QrP~PuV(Qm_Hh7^-g
z=OmTEzDDR>7qKKs3XKdH_$==wutuXYJA5Q4FcPX!t(ZPD*t@-34FP^FU%QIhPBsyQ
zyW-)UgT}nPat>r!)YeLn8t2sF(suIncm-=SZJ8A?xG_If!Ww?Gb!BSwH;QG|Yho{(
zmM75bWk>$TH5<M9oIIUfxtu+n)#A;recXF~Y6YNkIv2fIy3~*2QFW)91!+FaBaOYP
z<{T~rH`=j&>W^l#UXa4}iBsw7T3YfQKPnkBa$YS%$iD33uixF(oUD&!U0iIFTz=LK
zjRENy4ONreACn|<^1(m6_0dwd&JDMx#4N=*X^=WW)O4(`Ro|9#UQkQ;@WH}^D`5gV
zfhFq0-YRbAay&h}Tn9a$PN@zOOua1aqD`Fmg8LWh>n5oHJ%Us{feX>X=1j3d&<7=f
zrt?|aPJIu=*vpSiBVD?j3q$4-L;6mRoZlnt`FLQYt}7S3G?3*Eo0`UcD`S$%_~QVF
zLdOa&C0C1F7x(*GCT{%nL2W%cGTybHf*jTpS<G*$(Lbc9Hiegbaio^(r~K%c=-#Af
zRi;O&)2hBhCifLT&aYMd<EOi%he7HS+$fq8+$0)09l2~PO{vlX34AOEP&|SvFp}#5
z3jFof#NHfhS-`e1wtzP2``vb`ihF5*{nIGrPfO<1o2nSAecS)1wKIW+vVH$JrIe&z
zWvR%NWr#7G8D{JZW64g|)G%Y6G1Hi_hRV__OJ%7nh3wgd6q1OD5?M=#vP6=d@PDXx
z>GeCm|Nno^`^-6W?)!Sa_wroVeck6d=Q+>kiBU^xZWqg$xUUVwkp2p$AzZAPPsz!)
zn%8bJzIyoK`#dr20<74Xyos=gdat_SXyXp8mK=NckG5xTq@s*(9F_=c&N$_s3&3fF
zDWI8q9a59#2clJUtb`}+ZoG3zKiwQ<OO{3G_PN*>YwdPPhqgrF0S{?H#ga-cHn*cn
ziyp$4hO_ish|y(NCXe2*NQ!wQ#*D5g={P>=7|q?CmPW5Gvm*NEgtuIi*CCITJ)ba_
zxPOL3&MyfQMW66Y?Y0$N;LK_MttedZ#YpM7Oo2xA{3})_<osEq36Zl`o~5Ocqt<>W
zc^oP#MSOA9YZE#paX-A!>QF_g!`QyKheQwbi>hY=eb#b!h6y(mT<m7kl!=`=s0K1f
zw6yN!dAeIOvTdXkUQqv?aQ&NQS~IUitj4!eEw@vR+bcT;CqI7)!W)<rpI}XFZfb5c
za?U+hnB6Q@lp|s)C|Cf0HrQETgMxSS8oc6VH-A?1iC?G{!J!?=8=Kl)P-^)hh>zX8
zq2`8M`3WwxZX``Ce8^Ui-P$fnMFE!*FQ;qyL5dW5KSuP*X;Fv`DH15XG`{hdd9$Le
zR49o%)>zal;3%P+m@akhMsb~G6ZbzV650_ZmJvYnPN4aal&B(Sk0M7$y=Bv3M+w)&
z^jx6TpB0fLtFcC_#-cLxA97N}{TS3gD#qN;2aKL)sDAfL5hq4nvsB~VZ7FIhn&Ps%
zLo4f)TGVCjZ?KK6zE;HhmdL*7VM3I`$)84t##$-wTcZ2!Z+M)j4}V6#0xZ<StYvjI
zr_vv`3w@RFH-i4gyw#OkRa_ilu5bI$+pHz$ux(Fq;#xj>-@3t`+y3h=_=M`q_P0)W
zlLli$&ClP<b}6spN!pz)Wc}p#p16SzLIYmd^Sk|%<ll_#F6UOS@@HkkBv{#Eygq&~
zlLtF~ij6h55jeotP&a)NZF`P*fbXry@F23;MjUywfgBlnT&cuJBb0gNl~3AvG4l+8
zb4%(Jw}R@MCWFgy7+K_q!>4!6HXwJNf^t&_>DV}3(x*!a52YNW!-8LITQT&D0pJiE
zq8+-rVi=KIMnWs)x>`2}<%)#4)WvzO9>az-5VW4w3WCSNGeyty80a!M!)kxmQEHxk
z@t8PQAvWGXiIlUL<fA*UZqqkkNf#N5Oj+nvI2MRDc;f655JQQ#e@?MW4I-W~wr_q3
zUw))HXRjOUqB#_*>5<g^+UssdAK0pDns~}Hsd+pCY}My?x8sO`9diM?66Mgqn9+ir
zD=WE#S8L(^_M)eysAugKqXm5Li*ixw63%+jphRP)kvymz2Z=W*30}up%OutDu0?mN
z4Ws7lfm^?WRchj;<`<mrnsZ$LBt*}7`CD@bX4^@gDkHb-wZ)1$QEm=h?;CZyLhJ{k
zZaEF|my3vz<itKkr5J}?)_M4|atx?w^&C%8k|61ZpFKlnmSp9m8mt;BPt2IcXUIBH
zQafK7z75gILpkSJx<ag6J9<y#<#qNR&dcktO6cr#os`MDEp3(4l3U9A!_IV~By?g+
zJJZX!D38?>rf9B|irz9amppA()OYmW>bz5~6sw$RSCgeU7c=aq6O?y(gB28~{sGnH
z_jl?w@B6XzM$uo-8%UwUF0L8bHwPq7UH5&>7Q-$$HGfqAqWOL-39YyNo~zl}S80fu
ziaG6B!P!FxpH@G)B6jco{7ETUp&Wx?u9E?QZE#I*Cwadk8p->Knba?b&Jf>wTu@>k
zdexeFUH7E#BV|-OC)+wsNX=6Gs*=`%i?HuP8Y$k$@0#sJ7<Sj(9z!m5%+BCr%2fyQ
z0*endNsDu)tKVi%-=>3{N|7Jazvj-qKBkZ*nY@@n4td&Y=d*9N;1jAUEMIL0Y=Q2x
z_b}_Em`|xwz`jXwCu-o@xz_g_3zdBtef?|@q4nFH0mARD2F>rxt2(-jSNFZWIJltT
zljqT|UTbHo<@%ug?0R`+`0_cJ+Xds@!P^*nRk|*W<qs-z?m}ho85Rtb9I--{oOaps
z30t7tFMgi!{?3HWj0bGY`|R?}6Z*)-k1y3ZLtaLFNX+>V^V*$t#O4WxkM?p$j%gd{
z>z;4xWH#o`gWC^sc<j5>=N-T{9%yL0f0a+IYDbfYKi;<{@)@Xu#4ua0Q`l7;sfe!d
z9<MDCJW0u%^rbh%%Qk%Bj`jknC1jM233Nd;`+T`gyb63@Wfi&XvB>${o^{~%_Tc0}
z!>gC=g4<YvjU3k(uT-uwl*V;b=1VG>M8VSyof5gltd4@o4kaK~RV|0t2vhc5&%7l+
z)AU^JJU=Ys;;%bt<(@17OKX{aX9)J4bUvDwY~qYOtsQ%@CUAARk=JPg$&7|rM?C=J
zqxOkaU(3ZY*qP8#uFsKU2Ltns9lIc{rQ?s7pPAN-x6Dv$hV^V3>Y=>1AEHGIEn+VA
zHkwaF(%Yx9YVCM$eE{~iaZd3*!!i}Z*`e50YO<rM<?i<uyEEj%){k*!{q~Ne;>|ix
z+j@d_lgn%D!cDHKvDO5xs$DKh#Vk6KF>Vx7F#fK)+!|bI8);j3hAMQu=xME?(9r%E
z4DBX|XEyL>0o}g_K8i?2t5~uGUwK?>2y#h|j5Ko@$}?oxeZTc2G_q&O=38_heDEwh
z^5D?qGcR3uS(jd(?AtxbO-)T!&Ni0i^bbvf&D2@GW$?0Rp@Y3UVW#erAo<=om%%ro
zCZ2^H_8Np|byozXUfnXkB@3srzg6(;dbizuUkgccWO*b%LD%&O(|1|-M9W=>`0(WW
zwRc9J;%Apl8l?>#Mc=$luG|xRmytD-Y^oB+@ob;Qu?pOjU#qXs?EA~{DY-#+pGd9w
z#*Z0}INMhSB=8UI7Xqu-ONa+h*NM9Bt2SB{k}2dswTtsrF#m!lr&3PeRo*s7c-@~n
zNab4<kld%kIBIZ768FfO^#yH5JO@cM#!Z|9i@TZPnZm*Z24$%C><E6%LxZHgc<x8*
z)BTd3K5yFoyMhc|L`_^0c`Q{aFik}&?L!65FE9&wV9wO&>VwP{?NtZ;@l<zX=$&XR
zD+}Vcj@l=vyDuMryE2swlX`8EtZb4v-V_@t>4*yB@`g}rnOP%YkKQOLD9^2Ye*>K{
zQGR7mC92HS^B>P%I{%*EqBfgYo)zsKQE*^Rz=*FWdd4`ZN%!=Pn^w^`t&*-hup5ZX
z2=z(K!p|HIm{##o$LgHt54d>v0{52!$(Kh!0I#R8I{#?=&?*y|vh=XpO;SdAw(Iom
zg<We$!}9h9v@5S^*{<&T&U2?_arLIv3g%9Phng>EFPGDl3bTBFZ~sCUWnl3^?f3qg
zRZ14<;!yt;-rv37ekH#S2t!YOT5CfO_?QGZ3(-~uPw?0jOhFa5Rhci`wB6ZawwiA1
zgkIpIvzpI!={4oNsuOfl7%bN})hZWpM@8PhP|VjGH$GgyW~`KR5y}6geI-K7NsJ~T
zRHIp<QuyMtEI^Vxo(h8RJQUoTYLw#CPJ6UpiHGNRbV`3YYu4ydafPS_N?)zbIp8gf
zss8wdHR0rb<MLJcJAKv2sb_xgY*xK5>#)-X1HA*_N{I`@z~iG5<*Bn{D%&^(#05cK
z)c0;MIvZ`bKa6VbjDPQ^34c_(D|KL;!X$ai9x@;9v)Hw;>U~5<XwWWMy46d9^FfS$
zV}kVqBvo^eC4}HB2)hsdsE6M9jof-#{(|FFPn_dn<tG~1Y=`BAniJRr!ot;JL{Tf+
zJZ(dTRi;9155{he8?-0geK7iBcIT?aD*x)&pxmJFppu}NptPVMw$s~mLA%8Xi%$j!
zzPs1w-VHwDoX(WyFNnK<)SA6|P<0+GckxMYC}*l(n)7QJfkqcKy|7FT7oGT>vw?er
zOGWjr2kpp&_D4*|LTG%)ZgQP1@xri)Pd##yS-(Exw`=H1SU!KtTX*QAyXiY*HMp=w
zCJD#BwH$919xLJb?U@{eJz^p*9*J_*$)IS~YTrARCmmWv*ZFV;V=vr=f><4W=t$PB
zYra@h1kt-5_kHB`!gW+#e|O<k#!LojNvZNiuCvYamFeCP-p~*ZE!pH0?0Z^?V%CM!
zlx>yx<Q5*M{TVwV_EzlSFimTi1_*+KGvzAdhRzY}yeh7&RF;Tv^`RYk(?kJ$pqF82
zdcy%-Rk_pqbq!Q6b@NA-R21$v)Y*e+`Vz0E(tX-OIK;C)BqI2p93;!|t3(~-(!P3l
zV(1Aj+{F-eZkEj9^=}{V%vY<_`wCDWCVt0{TSr8=iRWF{Q@oA2K1bPE>(*u6ThPT<
zT85GL{!GKaM?5-mT-rX6@SxT^iU1b!;6LIa>^St{W5sO`Pxb2BFHSPp!&dX}irjqK
z_uJmowr%ga9n_80Cu2vL_;&4(gvGCdiRK4JI_kXp2-WIeU99Bx%0et2%d_ga#`%W;
zPx~9S3y)giM;@F!68BnBLn_kbo4Y^KM_Ij)B6_m~XB^&sJlk;5(9+LRQRq@f<K?!+
zq+_iibboi9wb9i@X^QyvN63hF!`)5Jvog;EYR<yybmeTeF~t*wm(>cLX82GV4qt`z
z3c}u?G$-=*LT*(E=T>DvA2<qR$(!Q8Ge3``yC^wt%`$^(A+5KW$peP0mX-rh3-iK<
zXRT}Uw+RZ#*)IjoKcehN;%SB94sg}v6sdmYRNu3{ND&tphO%*9GBouN9gG@#@p;d+
z1Nv3``lBQ#{)55?_rz!z9-PHzow@W)DF&JXW3aw4SAQtjbo9OY3nxqa$jpoGWQjp-
z@a6ag(^GM-?8(fMoXNX9E^p<|P(F{hU|Q!5N<}&{P1bxruB7<yY)UXxy7+DT!Ql98
z%l-RujNWqNYPdN+2$%1kK4HQARFvhc+ZV&aG`8ud+XWO@vP8X{-U$nE3d45Du^m?7
zu2NNkG+T$VuZXOtF#Lgc24twRHNZp0B`WyZ_Ejyy_Tks;;yP{aXQ7%8cVj=Ygdf12
zgX`4gOk0X)iVP(@O8WfC@w}Pr)Cg9FXCOQ&8DaLx@slI3+Kz0YRbn!GK(XW~o_Lm>
zu$EYJbyQsk+@vz}dd(kyiFLl&U*k|s!kafn+vWQ1#L98-^o0Fhl~wBG`+D&BshGx!
z_EX1|tuCWeCqYcNL4O4<^mrooK)|QU)EVSUo0*o%RHyOR*?7I!_LT|uX|JKhOVc<!
z>=`Z-DuDEv7(JJo?Pg)*L!cY!yLm{z{&>F`9g}&aBjj=>s|;dC@^p7=2p+5w8w<a?
z_oJAqD1xIvEEM6~7DDLEjduyd_!2+S?jm_lir;H|e$*Lm-eu}&1wN=Jj^G_-5?_8y
z;mMOt@@-FtmMT6@`5dbGHh#Rd{9Ds>*@woxX7_W6pYi41gw-<e)v4v##lSBAuiXzC
zlzaX1glW(+KZZ#mV*QOq12yD1W~X%9#b=tpYp=DFm^{o|cdijwjQy))ilcV8w(-k^
zeTfs?(;i+incMVPx_8M>dWsABwrY*4F7A;}v~1HpUZZ2D#*yNryvEz=`1XEVTiaxu
zS?t*7wg+ic1IMw4Ju8h~=W$3k?Y_$JR6L^ma%LyVp@){S*UxVj{GF*Cn$3MXv?~#l
z+Zu&AKm2^+w<R+ZEgo5xu66!9(aO1B!iUmIJ%~|{X{LiR^O@EGl_G}nkq3FBiZV)v
z^IXLa)qkAct|~EFet;ox*|Gao*NDj5V)yz)mzE;+*cUmo=Y;XRpFhvupY#08^r#&p
zYdjt6k))pj2O-ogWx@SX9`>KA8W%DY^Av8cjwH$!_dmyw7w`BbDQ<g7l`=o1c-)id
zHs3AaXXioJ|7PL(rTN{9V%a0Jn1?~ct4(^19qDa0cSq^P_(=YIp?YI>TBaiWwUPp9
zd>NN0rvjOe;UvBJWK#+8G?#AdGk}~emz+Nvg>YjzLom>IR4u#D8q=&y?t`JpEP(qb
zlHZ6E3y*Xjampc7T;!(<)%Vw0=|1yV`5Iei(0RQDc;JqEFPe0nEh^!G(3wMFBf?A<
zToPs~2YJ;&#iC1ab*UM}GzqXZp^G3T--^AvM!J7JyyTHCB4*}}mhV&3&@Q%@Yyn?8
zPG55N=TS2|MGMlW=7t!4yf-$BOQPoI=cmY<uQB-L3kf-|O7pT{3$1$c@ADJg8x~Ax
z37$RSMi!Vg`(t-PsO7%3f`h1)J3ijJ_y&saRiT^~*fjCcuFkK<UvC_G)pt2+=e~u^
zZtf*tHl{?`a$SAep+>zO6Nbm7rSl<W*4BBKb1&!hi;Z39=>q2?^C8ua-yct}yhxG`
z=vs6e>~B(*SS*K;Jk+LH9-n_z7kbF)f<VuVnrOa2a%YukBY!BKYk=b0(5rhQ*M6|@
zF<7|N>qBk%fxY<9VL#t*+X`Vl$E7&^dk<*WNNo4oGkY@+Ds0_UcJn%7w7<f*nu{R>
z5(1u<o~rEgY1PSfVlnW3t~BukhLGxd+TMt7`~Gwu|H@{Dryx=#B(TnyE(4nzjl<t3
z^SFd$OBe8)$Hcs3>{zP*KD`vYbTac`1`m&@>Uh>!62;2~tFqL1pqFNB_b|VB??`&&
z$A==R`Y(E;(NA=9lUb}xj1jq3#DibkwFYy)U%GoDXY{ZHT{rf*l!m788PdD^%P$)%
zpp||-C95NOQ;)|Nm7(sZhDRcs6yz&t#w&C6M&6=bEwVDygwm9`41M%Sv8y?%pxhy6
ztj7KLkuNT{U}Z9@arboJk5k<43Cb7w+q7Bop*?de0@piVItSuMPY?8wWmq%2AtNWf
z)V=ctB6jCS&q<7k=ITx8VdP7x76k;8r#ot+xDTNDqD{DCc4L+f&<|qsuN|u@7CQQb
zUbuR3_nujceM<Mirw%UfA#|jkQ)tPQ;7?pt@j&ae^jytMHj-OC7884&^!%>n_HN26
zwP*7m=AON=eP>l!wMc_Y)~^%^e%v0fIHtm_-E>>7&Khs#xq6=MhW5_kfUm7_`0a<z
z2nO>!<qNZrcuI=aylU|Lq(qarfC*8mNw<ZnZr|?RWWe(LngZ81e=*Y?p}~}0v32vE
zdyhQP7;T=oH$I+w`1$<6jl(TwxB{fzSI$>nkAABSPO2Oc@-JGv!AwYURUXNf_bu=l
z$+i{}1#W!&W~`*$vd>tqCBTD4!W*XO)vJc<85Oc$zE4jzte|s`ue?l}@|v2Mv_3O_
z+Umqw`?AD(#~k90YJFQw`RCSxt}Q=4#kAEq1*zV_@%|lksmY`I^9k|mYbf&K@7K5S
z&r~O^tiRw>KV^h;OR_JkQO%O{Zc%=G0lWMnrKpP^9`coUjkh;oNr&IZms9YFKwHZ4
z&M~rA^ST-9;0Q~qaf$dBtlp4@?RSPJv1=`MjClq;eD7)B{91Q|cg4aR#nFb=S2rC`
z>JL=kjpdJ>T;J|lm7czp(eW342B7jdGsq-yRYOA!eVn!hNL7LZ3LqdDAnQ$v!v<W3
zp#@N)WTiLw89(t*Kkztz!811TIDbc0`~lASi@0H-ck)kO15!rjPh5k7vKNhD?@D5T
z>^3M7ir}e=YB0!|s0cPk>B019>Le#;Egw3`#7E!M-pAD*Lj)@;aVRJg0M0TA;zgiA
z0GtHCrFRDb+zQ3x>c%HEk8cRPuwE1z1>pC9yeMQhcdVBpc(Vx>C~ugdV9=(7;i?F>
z&@%)vs8q76GXsQ>#z?~f_JtJ4fet`6JgIb75L_A!2D+pZ9k9j#wc<yIKur<s#9+{{
zP^hP;r?e+hno4(s!Z8>O6o!Bz5D-8Carbs(5WFC6?!v%$n-g)i__LXtyY%Lqr0uB`
zsIvtWE)9eJG0-2t4`-?yXk%c49hJ#Y1T&e=M64`<B!ec($wG)I2RjHHP9j2JzyYyC
z!X0E}VHlLG1MH9CXn&jLFXI6xfB}(!AAk}TpnDOS_9VI@7;ktIgm<F4Gk$<sKp1Hl
z8Vvn;`Ty3efY|(JF8~4k=>`QrgVm!FogKV!0Gmt+0fQqUFc}C8WeSI5Q3xzjP7(&k
z!e9!}e<*?A15MR|?-BstDfmA${hRV{O{sKKU`Z&Mxw*PgJ>67kGysG`U;yFxG2UjQ
zpBe?|Muh(6n}6F|1e%`SfA<%Kvaz5ybXXkKo=E`+F50;N&vN;<BTTgabHX$xoxGVF
zM0+TSOxl>6I}l_zFk_-U)?ovc1*~ksUmk`6D-x`v0GwoOY)(p>nWsu-{3wu}H!=xJ
zCb&5&g1sO_k^_NBW`Kc6ZK{bsqCs|6`cc?y2mPzB{}8K96Oh?J*r0#z8%i9Yf9d%5
zI{Is~1h7krV9$-Ma0`HG1EchFFa9H|#s5=M0~`J3A_kW9MwW=<up21`lYyb&a1>%Q
zyTC9Q7?1&3_+J%&a?QNxBnJ){0BqaXj(!{)#32CW<N*3<L&>24yxYbBa{FmRpin4)
z*7b`GhLYW&!Tn)FfslwlJAnP|#HIoP%o(6O{UP2g02Wz*D)*}m2HQY-{c3|F(E$4C
zR~rf=v!y?@>;|0ZSDh>jwWU8aW`lnCs}7Bk+uEPZ2F~vvIv5Oy-al<y$K43eKXq`V
z+?MMA9J9rSMxwUP4~F??P+(~I237Lcxd7~_E!TmN*?`IYs*^#Yx9HGtxvkfW*y<}3
z3cbY#GDx|tbAh3@_yCQN-J(MyxB5U93ES!e84Pe+^viW1WPp75%f_G+oXI3QK!OE9
zO`LrIK$$EEAZJnm-X)N7#vrJ+n*$ZJNihS+SvZijf(9I?p^DT*s>-R$pyXsVU^qD(
qQWJ;5z~MLy3I|jA-xa4f;D_!E0-dp$TnH3e7Whz)sD^<i$NvDjodQe%

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-reg.xml
new file mode 100644
index 00000000..e5edf11b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-reg.xml
@@ -0,0 +1,340 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-035-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='74'/>
+         <instruction instr-id='74' subinstr-id='2'/>
+         <instruction instr-id='77'/>
+         <instruction instr-id='77' subinstr-id='2'/>
+         <instruction instr-id='77' subinstr-id='4'/>
+         <instruction instr-id='79'/>
+         <instruction instr-id='79' subinstr-id='2'/>
+         <instruction instr-id='82'/>
+         <instruction instr-id='82' subinstr-id='2'/>
+         <instruction instr-id='82' subinstr-id='4'/>
+         <instruction instr-id='86'/>
+         <instruction instr-id='86' subinstr-id='2'/>
+         <instruction instr-id='86' subinstr-id='4'/>
+         <instruction instr-id='89'/>
+         <instruction instr-id='89' subinstr-id='2'/>
+         <instruction instr-id='89' subinstr-id='4'/>
+         <instruction instr-id='92'/>
+         <instruction instr-id='92' subinstr-id='2'/>
+         <instruction instr-id='92' subinstr-id='4'/>
+         <instruction instr-id='95'/>
+         <instruction instr-id='95' subinstr-id='2'/>
+         <instruction instr-id='95' subinstr-id='4'/>
+         <instruction instr-id='98'/>
+         <instruction instr-id='98' subinstr-id='2'/>
+         <instruction instr-id='98' subinstr-id='4'/>
+         <instruction instr-id='98' subinstr-id='6'/>
+         <instruction instr-id='101'/>
+         <instruction instr-id='101' subinstr-id='2'/>
+         <instruction instr-id='101' subinstr-id='4'/>
+         <instruction instr-id='101' subinstr-id='6'/>
+         <instruction instr-id='104'/>
+         <instruction instr-id='104' subinstr-id='2'/>
+         <instruction instr-id='104' subinstr-id='4'/>
+         <instruction instr-id='104' subinstr-id='6'/>
+         <instruction instr-id='107'/>
+         <instruction instr-id='107' subinstr-id='2'/>
+         <instruction instr-id='107' subinstr-id='4'/>
+         <instruction instr-id='107' subinstr-id='6'/>
+         <instruction instr-id='110'/>
+         <instruction instr-id='110' subinstr-id='2'/>
+         <instruction instr-id='110' subinstr-id='4'/>
+         <instruction instr-id='110' subinstr-id='6'/>
+         <instruction instr-id='113'/>
+         <instruction instr-id='113' subinstr-id='2'/>
+         <instruction instr-id='113' subinstr-id='4'/>
+         <instruction instr-id='113' subinstr-id='6'/>
+         <instruction instr-id='116'/>
+         <instruction instr-id='116' subinstr-id='2'/>
+         <instruction instr-id='116' subinstr-id='4'/>
+         <instruction instr-id='116' subinstr-id='6'/>
+         <instruction instr-id='120'/>
+         <instruction instr-id='122'/>
+         <bounding-box x1='92' y1='431' x2='470' y2='666'/>
+      </region>
+   </table>
+   <table id='2'>
+      <region id='1' page='3'>
+         <instruction instr-id='222'/>
+         <instruction instr-id='222' subinstr-id='2'/>
+         <instruction instr-id='224'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='226' subinstr-id='2'/>
+         <instruction instr-id='230'/>
+         <instruction instr-id='230' subinstr-id='2'/>
+         <instruction instr-id='233'/>
+         <instruction instr-id='233' subinstr-id='2'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='239'/>
+         <instruction instr-id='239' subinstr-id='2'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='245' subinstr-id='2'/>
+         <instruction instr-id='248'/>
+         <instruction instr-id='248' subinstr-id='2'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='254' subinstr-id='2'/>
+         <instruction instr-id='257'/>
+         <instruction instr-id='257' subinstr-id='2'/>
+         <instruction instr-id='260'/>
+         <instruction instr-id='260' subinstr-id='2'/>
+         <instruction instr-id='263'/>
+         <instruction instr-id='263' subinstr-id='2'/>
+         <instruction instr-id='266'/>
+         <instruction instr-id='266' subinstr-id='2'/>
+         <instruction instr-id='269'/>
+         <instruction instr-id='269' subinstr-id='2'/>
+         <instruction instr-id='272'/>
+         <instruction instr-id='272' subinstr-id='2'/>
+         <instruction instr-id='275'/>
+         <instruction instr-id='275' subinstr-id='2'/>
+         <instruction instr-id='278'/>
+         <instruction instr-id='278' subinstr-id='2'/>
+         <instruction instr-id='281'/>
+         <instruction instr-id='281' subinstr-id='2'/>
+         <instruction instr-id='284'/>
+         <instruction instr-id='284' subinstr-id='2'/>
+         <instruction instr-id='287'/>
+         <instruction instr-id='287' subinstr-id='2'/>
+         <instruction instr-id='290'/>
+         <instruction instr-id='290' subinstr-id='2'/>
+         <instruction instr-id='293'/>
+         <instruction instr-id='293' subinstr-id='2'/>
+         <instruction instr-id='296'/>
+         <instruction instr-id='296' subinstr-id='2'/>
+         <instruction instr-id='299'/>
+         <instruction instr-id='299' subinstr-id='2'/>
+         <instruction instr-id='302'/>
+         <instruction instr-id='302' subinstr-id='2'/>
+         <instruction instr-id='305'/>
+         <instruction instr-id='305' subinstr-id='2'/>
+         <instruction instr-id='308'/>
+         <instruction instr-id='308' subinstr-id='2'/>
+         <instruction instr-id='311'/>
+         <instruction instr-id='311' subinstr-id='2'/>
+         <instruction instr-id='314'/>
+         <instruction instr-id='314' subinstr-id='2'/>
+         <instruction instr-id='317'/>
+         <instruction instr-id='317' subinstr-id='2'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='323'/>
+         <instruction instr-id='323' subinstr-id='2'/>
+         <instruction instr-id='326'/>
+         <instruction instr-id='326' subinstr-id='2'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='329' subinstr-id='2'/>
+         <instruction instr-id='332'/>
+         <instruction instr-id='332' subinstr-id='2'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='335' subinstr-id='2'/>
+         <instruction instr-id='338'/>
+         <instruction instr-id='338' subinstr-id='2'/>
+         <instruction instr-id='341'/>
+         <instruction instr-id='341' subinstr-id='2'/>
+         <instruction instr-id='344'/>
+         <instruction instr-id='344' subinstr-id='2'/>
+         <bounding-box x1='74' y1='193' x2='224' y2='692'/>
+      </region>
+      <region id='2' page='3'>
+         <instruction instr-id='222' subinstr-id='4'/>
+         <instruction instr-id='222' subinstr-id='6'/>
+         <instruction instr-id='224' subinstr-id='2'/>
+         <instruction instr-id='226' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='6'/>
+         <instruction instr-id='230' subinstr-id='4'/>
+         <instruction instr-id='230' subinstr-id='6'/>
+         <instruction instr-id='233' subinstr-id='4'/>
+         <instruction instr-id='233' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='239' subinstr-id='4'/>
+         <instruction instr-id='239' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='245' subinstr-id='4'/>
+         <instruction instr-id='245' subinstr-id='6'/>
+         <instruction instr-id='248' subinstr-id='4'/>
+         <instruction instr-id='248' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='254' subinstr-id='4'/>
+         <instruction instr-id='254' subinstr-id='6'/>
+         <instruction instr-id='257' subinstr-id='4'/>
+         <instruction instr-id='257' subinstr-id='6'/>
+         <instruction instr-id='260' subinstr-id='4'/>
+         <instruction instr-id='260' subinstr-id='6'/>
+         <instruction instr-id='263' subinstr-id='4'/>
+         <instruction instr-id='263' subinstr-id='6'/>
+         <instruction instr-id='266' subinstr-id='4'/>
+         <instruction instr-id='266' subinstr-id='6'/>
+         <instruction instr-id='269' subinstr-id='4'/>
+         <instruction instr-id='269' subinstr-id='6'/>
+         <instruction instr-id='272' subinstr-id='4'/>
+         <instruction instr-id='272' subinstr-id='6'/>
+         <instruction instr-id='275' subinstr-id='4'/>
+         <instruction instr-id='275' subinstr-id='6'/>
+         <instruction instr-id='278' subinstr-id='4'/>
+         <instruction instr-id='278' subinstr-id='6'/>
+         <instruction instr-id='281' subinstr-id='4'/>
+         <instruction instr-id='281' subinstr-id='6'/>
+         <instruction instr-id='284' subinstr-id='4'/>
+         <instruction instr-id='284' subinstr-id='6'/>
+         <instruction instr-id='287' subinstr-id='4'/>
+         <instruction instr-id='287' subinstr-id='6'/>
+         <instruction instr-id='290' subinstr-id='4'/>
+         <instruction instr-id='290' subinstr-id='6'/>
+         <instruction instr-id='293' subinstr-id='4'/>
+         <instruction instr-id='293' subinstr-id='6'/>
+         <instruction instr-id='296' subinstr-id='4'/>
+         <instruction instr-id='296' subinstr-id='6'/>
+         <instruction instr-id='299' subinstr-id='4'/>
+         <instruction instr-id='299' subinstr-id='6'/>
+         <instruction instr-id='302' subinstr-id='4'/>
+         <instruction instr-id='302' subinstr-id='6'/>
+         <instruction instr-id='305' subinstr-id='4'/>
+         <instruction instr-id='305' subinstr-id='6'/>
+         <instruction instr-id='308' subinstr-id='4'/>
+         <instruction instr-id='308' subinstr-id='6'/>
+         <instruction instr-id='311' subinstr-id='4'/>
+         <instruction instr-id='311' subinstr-id='6'/>
+         <instruction instr-id='314' subinstr-id='4'/>
+         <instruction instr-id='314' subinstr-id='6'/>
+         <instruction instr-id='317' subinstr-id='4'/>
+         <instruction instr-id='317' subinstr-id='6'/>
+         <instruction instr-id='320' subinstr-id='4'/>
+         <instruction instr-id='320' subinstr-id='6'/>
+         <instruction instr-id='323' subinstr-id='4'/>
+         <instruction instr-id='323' subinstr-id='6'/>
+         <instruction instr-id='326' subinstr-id='4'/>
+         <instruction instr-id='326' subinstr-id='6'/>
+         <instruction instr-id='329' subinstr-id='4'/>
+         <instruction instr-id='329' subinstr-id='6'/>
+         <instruction instr-id='332' subinstr-id='4'/>
+         <instruction instr-id='332' subinstr-id='6'/>
+         <instruction instr-id='335' subinstr-id='4'/>
+         <instruction instr-id='335' subinstr-id='6'/>
+         <instruction instr-id='338' subinstr-id='4'/>
+         <instruction instr-id='338' subinstr-id='6'/>
+         <instruction instr-id='341' subinstr-id='4'/>
+         <instruction instr-id='341' subinstr-id='6'/>
+         <instruction instr-id='344' subinstr-id='4'/>
+         <instruction instr-id='344' subinstr-id='6'/>
+         <bounding-box x1='234' y1='193' x2='358' y2='692'/>
+      </region>
+      <region id='3' page='3'>
+         <instruction instr-id='222' subinstr-id='8'/>
+         <instruction instr-id='222' subinstr-id='10'/>
+         <instruction instr-id='224' subinstr-id='4'/>
+         <instruction instr-id='226' subinstr-id='8'/>
+         <instruction instr-id='226' subinstr-id='10'/>
+         <instruction instr-id='230' subinstr-id='8'/>
+         <instruction instr-id='230' subinstr-id='10'/>
+         <instruction instr-id='233' subinstr-id='8'/>
+         <instruction instr-id='233' subinstr-id='10'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='236' subinstr-id='10'/>
+         <instruction instr-id='239' subinstr-id='8'/>
+         <instruction instr-id='239' subinstr-id='10'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='245' subinstr-id='8'/>
+         <instruction instr-id='245' subinstr-id='10'/>
+         <instruction instr-id='248' subinstr-id='8'/>
+         <instruction instr-id='248' subinstr-id='10'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='254' subinstr-id='8'/>
+         <instruction instr-id='254' subinstr-id='10'/>
+         <instruction instr-id='257' subinstr-id='8'/>
+         <instruction instr-id='257' subinstr-id='10'/>
+         <instruction instr-id='260' subinstr-id='8'/>
+         <instruction instr-id='260' subinstr-id='10'/>
+         <instruction instr-id='263' subinstr-id='8'/>
+         <instruction instr-id='263' subinstr-id='10'/>
+         <instruction instr-id='266' subinstr-id='8'/>
+         <instruction instr-id='266' subinstr-id='10'/>
+         <instruction instr-id='269' subinstr-id='8'/>
+         <instruction instr-id='269' subinstr-id='10'/>
+         <instruction instr-id='272' subinstr-id='8'/>
+         <instruction instr-id='272' subinstr-id='10'/>
+         <instruction instr-id='275' subinstr-id='8'/>
+         <instruction instr-id='275' subinstr-id='10'/>
+         <instruction instr-id='278' subinstr-id='8'/>
+         <instruction instr-id='278' subinstr-id='10'/>
+         <instruction instr-id='281' subinstr-id='8'/>
+         <instruction instr-id='281' subinstr-id='10'/>
+         <instruction instr-id='284' subinstr-id='8'/>
+         <instruction instr-id='284' subinstr-id='10'/>
+         <instruction instr-id='287' subinstr-id='8'/>
+         <instruction instr-id='287' subinstr-id='10'/>
+         <instruction instr-id='290' subinstr-id='8'/>
+         <instruction instr-id='290' subinstr-id='10'/>
+         <instruction instr-id='293' subinstr-id='8'/>
+         <instruction instr-id='293' subinstr-id='10'/>
+         <instruction instr-id='296' subinstr-id='8'/>
+         <instruction instr-id='296' subinstr-id='10'/>
+         <instruction instr-id='299' subinstr-id='8'/>
+         <instruction instr-id='299' subinstr-id='10'/>
+         <instruction instr-id='302' subinstr-id='8'/>
+         <instruction instr-id='302' subinstr-id='10'/>
+         <instruction instr-id='305' subinstr-id='8'/>
+         <instruction instr-id='305' subinstr-id='10'/>
+         <instruction instr-id='308' subinstr-id='8'/>
+         <instruction instr-id='308' subinstr-id='10'/>
+         <instruction instr-id='311' subinstr-id='8'/>
+         <instruction instr-id='311' subinstr-id='10'/>
+         <instruction instr-id='314' subinstr-id='8'/>
+         <instruction instr-id='314' subinstr-id='10'/>
+         <instruction instr-id='317' subinstr-id='8'/>
+         <instruction instr-id='317' subinstr-id='10'/>
+         <instruction instr-id='320' subinstr-id='8'/>
+         <instruction instr-id='320' subinstr-id='10'/>
+         <instruction instr-id='323' subinstr-id='8'/>
+         <instruction instr-id='323' subinstr-id='10'/>
+         <instruction instr-id='344' subinstr-id='8'/>
+         <instruction instr-id='344' subinstr-id='10'/>
+         <bounding-box x1='369' y1='193' x2='502' y2='692'/>
+      </region>
+   </table>
+   <table id='3'>
+      <region id='1' page='4'>
+         <instruction instr-id='51'/>
+         <instruction instr-id='51' subinstr-id='2'/>
+         <instruction instr-id='51' subinstr-id='4'/>
+         <instruction instr-id='51' subinstr-id='6'/>
+         <instruction instr-id='53'/>
+         <instruction instr-id='53' subinstr-id='2'/>
+         <instruction instr-id='55'/>
+         <instruction instr-id='55' subinstr-id='2'/>
+         <instruction instr-id='55' subinstr-id='4'/>
+         <instruction instr-id='55' subinstr-id='6'/>
+         <instruction instr-id='59'/>
+         <instruction instr-id='59' subinstr-id='2'/>
+         <instruction instr-id='59' subinstr-id='4'/>
+         <instruction instr-id='59' subinstr-id='6'/>
+         <instruction instr-id='62'/>
+         <instruction instr-id='62' subinstr-id='2'/>
+         <instruction instr-id='62' subinstr-id='4'/>
+         <instruction instr-id='62' subinstr-id='6'/>
+         <instruction instr-id='65'/>
+         <instruction instr-id='65' subinstr-id='2'/>
+         <instruction instr-id='65' subinstr-id='4'/>
+         <instruction instr-id='65' subinstr-id='6'/>
+         <instruction instr-id='68'/>
+         <instruction instr-id='68' subinstr-id='2'/>
+         <instruction instr-id='68' subinstr-id='4'/>
+         <instruction instr-id='68' subinstr-id='6'/>
+         <bounding-box x1='74' y1='578' x2='490' y2='680'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-str.xml
new file mode 100644
index 00000000..0835c671
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035b-str.xml
@@ -0,0 +1,1576 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-035-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='92' y1='654' x2='164' y2='666'/>
+            <content>Age groups</content>
+            <instruction instr-id='74' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='4'>
+            <bounding-box x1='279' y1='654' x2='387' y2='666'/>
+            <content>U.S. population</content>
+            <instruction instr-id='74' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='223' y1='630' x2='276' y2='649'/>
+            <content>Proportion
+(total)</content>
+            <instruction instr-id='77' subinstr-id='0'/>
+            <instruction instr-id='79' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='308' y1='630' x2='366' y2='649'/>
+            <content>Proportion
+(20+ years)</content>
+            <instruction instr-id='77' subinstr-id='2'/>
+            <instruction instr-id='79' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='422' y1='640' x2='449' y2='649'/>
+            <content>Total</content>
+            <instruction instr-id='77' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='92' y1='615' x2='178' y2='627'/>
+            <content>Under 1 year</content>
+            <instruction instr-id='82' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='235' y1='615' x2='279' y2='627'/>
+            <content>0.0156</content>
+            <instruction instr-id='82' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='405' y1='615' x2='470' y2='627'/>
+            <content>3,533,692</content>
+            <instruction instr-id='82' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='92' y1='600' x2='171' y2='612'/>
+            <content>1 - 2 years</content>
+            <instruction instr-id='86' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='235' y1='600' x2='279' y2='612'/>
+            <content>0.0287</content>
+            <instruction instr-id='86' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='405' y1='600' x2='470' y2='612'/>
+            <content>6,493,373</content>
+            <instruction instr-id='86' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='92' y1='585' x2='171' y2='597'/>
+            <content>3 - 5 years</content>
+            <instruction instr-id='89' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='235' y1='585' x2='279' y2='597'/>
+            <content>0.0419</content>
+            <instruction instr-id='89' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='405' y1='585' x2='470' y2='597'/>
+            <content>9,483,880</content>
+            <instruction instr-id='89' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='92' y1='569' x2='178' y2='581'/>
+            <content>6 - 11 years</content>
+            <instruction instr-id='92' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='235' y1='569' x2='279' y2='581'/>
+            <content>0.0920</content>
+            <instruction instr-id='92' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='398' y1='569' x2='470' y2='581'/>
+            <content>20,834,439</content>
+            <instruction instr-id='92' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='92' y1='554' x2='185' y2='566'/>
+            <content>12 - 19 years</content>
+            <instruction instr-id='95' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='235' y1='554' x2='279' y2='566'/>
+            <content>0.1418</content>
+            <instruction instr-id='95' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='398' y1='554' x2='470' y2='566'/>
+            <content>32,113,079</content>
+            <instruction instr-id='95' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='92' y1='539' x2='185' y2='551'/>
+            <content>20 - 29 years</content>
+            <instruction instr-id='98' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='235' y1='539' x2='279' y2='551'/>
+            <content>0.1803</content>
+            <instruction instr-id='98' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='325' y1='539' x2='369' y2='551'/>
+            <content>0.2650</content>
+            <instruction instr-id='98' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='398' y1='539' x2='470' y2='551'/>
+            <content>40,839,623</content>
+            <instruction instr-id='98' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='92' y1='523' x2='185' y2='535'/>
+            <content>30 - 39 years</content>
+            <instruction instr-id='101' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='235' y1='523' x2='279' y2='535'/>
+            <content>0.1392</content>
+            <instruction instr-id='101' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='3' end-row='9' end-col='3'>
+            <bounding-box x1='325' y1='523' x2='369' y2='535'/>
+            <content>0.2046</content>
+            <instruction instr-id='101' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='4' end-row='9' end-col='4'>
+            <bounding-box x1='398' y1='523' x2='470' y2='535'/>
+            <content>31,526,222</content>
+            <instruction instr-id='101' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='92' y1='508' x2='185' y2='520'/>
+            <content>40 - 49 years</content>
+            <instruction instr-id='104' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='235' y1='508' x2='279' y2='520'/>
+            <content>0.1005</content>
+            <instruction instr-id='104' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='325' y1='508' x2='369' y2='520'/>
+            <content>0.1477</content>
+            <instruction instr-id='104' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='4' end-row='10' end-col='4'>
+            <bounding-box x1='398' y1='508' x2='470' y2='520'/>
+            <content>22,759,163</content>
+            <instruction instr-id='104' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='92' y1='492' x2='185' y2='504'/>
+            <content>50 - 59 years</content>
+            <instruction instr-id='107' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='235' y1='492' x2='279' y2='504'/>
+            <content>0.1030</content>
+            <instruction instr-id='107' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='325' y1='492' x2='369' y2='504'/>
+            <content>0.1514</content>
+            <instruction instr-id='107' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='398' y1='492' x2='470' y2='504'/>
+            <content>23,325,286</content>
+            <instruction instr-id='107' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='92' y1='477' x2='185' y2='489'/>
+            <content>60 - 69 years</content>
+            <instruction instr-id='110' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='235' y1='477' x2='279' y2='489'/>
+            <content>0.0833</content>
+            <instruction instr-id='110' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='325' y1='477' x2='369' y2='489'/>
+            <content>0.1225</content>
+            <instruction instr-id='110' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='398' y1='477' x2='470' y2='489'/>
+            <content>18,870,102</content>
+            <instruction instr-id='110' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='92' y1='462' x2='185' y2='474'/>
+            <content>70 - 79 years</content>
+            <instruction instr-id='113' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='235' y1='462' x2='279' y2='474'/>
+            <content>0.0512</content>
+            <instruction instr-id='113' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='325' y1='462' x2='369' y2='474'/>
+            <content>0.0752</content>
+            <instruction instr-id='113' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='398' y1='462' x2='470' y2='474'/>
+            <content>11,591,846</content>
+            <instruction instr-id='113' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='92' y1='446' x2='185' y2='458'/>
+            <content>80 years plus</content>
+            <instruction instr-id='116' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='235' y1='446' x2='279' y2='458'/>
+            <content>0.0228</content>
+            <instruction instr-id='116' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='325' y1='446' x2='369' y2='458'/>
+            <content>0.0336</content>
+            <instruction instr-id='116' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='405' y1='446' x2='470' y2='458'/>
+            <content>5,175,100</content>
+            <instruction instr-id='116' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='92' y1='431' x2='128' y2='443'/>
+            <content>Total</content>
+            <instruction instr-id='120' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='390' y1='431' x2='470' y2='443'/>
+            <content>226,545,805</content>
+            <instruction instr-id='122' subinstr-id='-1'/>
+         </cell>
+      </region>
+   </table>
+
+   <table id='2'>
+      <region page='3' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='74' y1='683' x2='90' y2='692'/>
+            <content>Age</content>
+            <instruction instr-id='222' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='160' y1='674' x2='213' y2='692'/>
+            <content>Total
+population</content>
+            <instruction instr-id='222' subinstr-id='2'/>
+            <instruction instr-id='224' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='74' y1='661' x2='138' y2='670'/>
+            <content>Under 1 year</content>
+            <instruction instr-id='226' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='176' y1='661' x2='224' y2='670'/>
+            <content>3,533,692</content>
+            <instruction instr-id='226' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='74' y1='649' x2='111' y2='658'/>
+            <content>1 years</content>
+            <instruction instr-id='230' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='176' y1='649' x2='224' y2='658'/>
+            <content>3,269,557</content>
+            <instruction instr-id='230' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='74' y1='637' x2='111' y2='646'/>
+            <content>2 years</content>
+            <instruction instr-id='233' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='176' y1='637' x2='224' y2='646'/>
+            <content>3,223,816</content>
+            <instruction instr-id='233' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='74' y1='625' x2='111' y2='634'/>
+            <content>3 years</content>
+            <instruction instr-id='236' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='176' y1='625' x2='224' y2='634'/>
+            <content>3,179,441</content>
+            <instruction instr-id='236' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='74' y1='613' x2='111' y2='622'/>
+            <content>4 years</content>
+            <instruction instr-id='239' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='176' y1='613' x2='224' y2='622'/>
+            <content>3,141,748</content>
+            <instruction instr-id='239' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='74' y1='601' x2='111' y2='610'/>
+            <content>5 years</content>
+            <instruction instr-id='242' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='176' y1='601' x2='224' y2='610'/>
+            <content>3,162,691</content>
+            <instruction instr-id='242' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='74' y1='589' x2='111' y2='498'/>
+            <content>5 years</content>
+            <instruction instr-id='245' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='176' y1='589' x2='224' y2='598'/>
+            <content>3,109,095</content>
+            <instruction instr-id='245' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='74' y1='577' x2='111' y2='586'/>
+            <content>7 years</content>
+            <instruction instr-id='248' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='176' y1='577' x2='224' y2='586'/>
+            <content>3,273,052</content>
+            <instruction instr-id='248' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='74' y1='565' x2='111' y2='574'/>
+            <content>8 years</content>
+            <instruction instr-id='251' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='176' y1='565' x2='224' y2='574'/>
+            <content>3,394,998</content>
+            <instruction instr-id='251' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='74' y1='553' x2='111' y2='562'/>
+            <content>9 years</content>
+            <instruction instr-id='254' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='176' y1='553' x2='224' y2='562'/>
+            <content>3,760,120</content>
+            <instruction instr-id='254' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='74' y1='541' x2='117' y2='550'/>
+            <content>10 years</content>
+            <instruction instr-id='257' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='176' y1='541' x2='224' y2='550'/>
+            <content>3,716,530</content>
+            <instruction instr-id='257' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='74' y1='529' x2='117' y2='538'/>
+            <content>11 years</content>
+            <instruction instr-id='260' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='176' y1='529' x2='224' y2='538'/>
+            <content>3,580,644</content>
+            <instruction instr-id='260' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='74' y1='517' x2='117' y2='526'/>
+            <content>12 years</content>
+            <instruction instr-id='263' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='176' y1='517' x2='224' y2='526'/>
+            <content>3,518,982</content>
+            <instruction instr-id='263' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='74' y1='505' x2='117' y2='514'/>
+            <content>13 years</content>
+            <instruction instr-id='266' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='176' y1='505' x2='224' y2='514'/>
+            <content>3,643,189</content>
+            <instruction instr-id='266' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='74' y1='493' x2='117' y2='502'/>
+            <content>14 years</content>
+            <instruction instr-id='269' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='176' y1='493' x2='224' y2='502'/>
+            <content>3,782,784</content>
+            <instruction instr-id='269' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='74' y1='481' x2='117' y2='490'/>
+            <content>15 years</content>
+            <instruction instr-id='272' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='176' y1='481' x2='224' y2='490'/>
+            <content>4,059,898</content>
+            <instruction instr-id='272' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='74' y1='469' x2='117' y2='478'/>
+            <content>16 years</content>
+            <instruction instr-id='275' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='176' y1='469' x2='224' y2='478'/>
+            <content>4,180,875</content>
+            <instruction instr-id='275' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='74' y1='457' x2='117' y2='466'/>
+            <content>17 years</content>
+            <instruction instr-id='278' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='176' y1='457' x2='224' y2='466'/>
+            <content>4,223,848</content>
+            <instruction instr-id='278' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1' end-row='20' end-col='1'>
+            <bounding-box x1='74' y1='445' x2='117' y2='454'/>
+            <content>18 years</content>
+            <instruction instr-id='281' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2' end-row='20' end-col='2'>
+            <bounding-box x1='176' y1='445' x2='224' y2='454'/>
+            <content>4,251,779</content>
+            <instruction instr-id='281' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1' end-row='21' end-col='1'>
+            <bounding-box x1='74' y1='433' x2='117' y2='442'/>
+            <content>19 years</content>
+            <instruction instr-id='284' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2' end-row='21' end-col='2'>
+            <bounding-box x1='176' y1='433' x2='224' y2='442'/>
+            <content>4,451,724</content>
+            <instruction instr-id='284' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1' end-row='22' end-col='1'>
+            <bounding-box x1='74' y1='421' x2='117' y2='430'/>
+            <content>20 years</content>
+            <instruction instr-id='287' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2' end-row='22' end-col='2'>
+            <bounding-box x1='176' y1='421' x2='224' y2='430'/>
+            <content>4,387,100</content>
+            <instruction instr-id='287' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1' end-row='23' end-col='1'>
+            <bounding-box x1='74' y1='409' x2='117' y2='418'/>
+            <content>21 years</content>
+            <instruction instr-id='290' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2' end-row='23' end-col='2'>
+            <bounding-box x1='176' y1='409' x2='224' y2='418'/>
+            <content>4,285,763</content>
+            <instruction instr-id='290' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1' end-row='24' end-col='1'>
+            <bounding-box x1='74' y1='397' x2='117' y2='406'/>
+            <content>22 years</content>
+            <instruction instr-id='293' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2' end-row='24' end-col='2'>
+            <bounding-box x1='176' y1='397' x2='224' y2='406'/>
+            <content>4,284,351</content>
+            <instruction instr-id='293' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1' end-row='25' end-col='1'>
+            <bounding-box x1='74' y1='385' x2='117' y2='394'/>
+            <content>23 years</content>
+            <instruction instr-id='296' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2' end-row='25' end-col='2'>
+            <bounding-box x1='176' y1='385' x2='224' y2='394'/>
+            <content>4,199,711</content>
+            <instruction instr-id='296' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1' end-row='26' end-col='1'>
+            <bounding-box x1='74' y1='373' x2='117' y2='382'/>
+            <content>24 years</content>
+            <instruction instr-id='299' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2' end-row='26' end-col='2'>
+            <bounding-box x1='176' y1='373' x2='224' y2='382'/>
+            <content>4,161,779</content>
+            <instruction instr-id='299' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1' end-row='27' end-col='1'>
+            <bounding-box x1='74' y1='361' x2='117' y2='370'/>
+            <content>25 years</content>
+            <instruction instr-id='302' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2' end-row='27' end-col='2'>
+            <bounding-box x1='176' y1='361' x2='224' y2='370'/>
+            <content>4,116,218</content>
+            <instruction instr-id='302' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1' end-row='28' end-col='1'>
+            <bounding-box x1='74' y1='349' x2='117' y2='358'/>
+            <content>26 years</content>
+            <instruction instr-id='305' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2' end-row='28' end-col='2'>
+            <bounding-box x1='176' y1='349' x2='224' y2='358'/>
+            <content>3,977,515</content>
+            <instruction instr-id='305' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1' end-row='29' end-col='1'>
+            <bounding-box x1='74' y1='337' x2='117' y2='346'/>
+            <content>27 years</content>
+            <instruction instr-id='308' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2' end-row='29' end-col='2'>
+            <bounding-box x1='176' y1='337' x2='224' y2='346'/>
+            <content>3,931,620</content>
+            <instruction instr-id='308' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1' end-row='30' end-col='1'>
+            <bounding-box x1='74' y1='325' x2='117' y2='334'/>
+            <content>28 years</content>
+            <instruction instr-id='311' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2' end-row='30' end-col='2'>
+            <bounding-box x1='176' y1='325' x2='224' y2='334'/>
+            <content>3,708,968</content>
+            <instruction instr-id='311' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1' end-row='31' end-col='1'>
+            <bounding-box x1='74' y1='313' x2='117' y2='322'/>
+            <content>29 years</content>
+            <instruction instr-id='314' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2' end-row='31' end-col='2'>
+            <bounding-box x1='176' y1='313' x2='224' y2='322'/>
+            <content>3,786,598</content>
+            <instruction instr-id='314' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1' end-row='32' end-col='1'>
+            <bounding-box x1='74' y1='301' x2='117' y2='310'/>
+            <content>30 years</content>
+            <instruction instr-id='317' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2' end-row='32' end-col='2'>
+            <bounding-box x1='176' y1='301' x2='224' y2='310'/>
+            <content>3,726,525</content>
+            <instruction instr-id='317' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1' end-row='33' end-col='1'>
+            <bounding-box x1='74' y1='289' x2='117' y2='298'/>
+            <content>31 years</content>
+            <instruction instr-id='320' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2' end-row='33' end-col='2'>
+            <bounding-box x1='176' y1='289' x2='224' y2='298'/>
+            <content>3,607,610</content>
+            <instruction instr-id='320' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1' end-row='34' end-col='1'>
+            <bounding-box x1='74' y1='277' x2='117' y2='286'/>
+            <content>32 years</content>
+            <instruction instr-id='323' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2' end-row='34' end-col='2'>
+            <bounding-box x1='176' y1='277' x2='224' y2='286'/>
+            <content>3,712,217</content>
+            <instruction instr-id='323' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='1' end-row='35' end-col='1'>
+            <bounding-box x1='74' y1='265' x2='117' y2='274'/>
+            <content>33 years</content>
+            <instruction instr-id='326' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='2' end-row='35' end-col='2'>
+            <bounding-box x1='176' y1='265' x2='224' y2='274'/>
+            <content>3,653,921</content>
+            <instruction instr-id='326' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='1' end-row='36' end-col='1'>
+            <bounding-box x1='74' y1='253' x2='117' y2='262'/>
+            <content>34 years</content>
+            <instruction instr-id='329' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='2' end-row='36' end-col='2'>
+            <bounding-box x1='176' y1='253' x2='224' y2='262'/>
+            <content>2,860,647</content>
+            <instruction instr-id='329' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='1' end-row='37' end-col='1'>
+            <bounding-box x1='74' y1='241' x2='117' y2='250'/>
+            <content>35 years</content>
+            <instruction instr-id='332' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='2' end-row='37' end-col='2'>
+            <bounding-box x1='176' y1='241' x2='224' y2='250'/>
+            <content>2,902,331</content>
+            <instruction instr-id='332' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='1' end-row='38' end-col='1'>
+            <bounding-box x1='74' y1='229' x2='117' y2='238'/>
+            <content>36 years</content>
+            <instruction instr-id='335' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='2' end-row='38' end-col='2'>
+            <bounding-box x1='176' y1='229' x2='224' y2='238'/>
+            <content>2,929,040</content>
+            <instruction instr-id='335' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='1' end-row='39' end-col='1'>
+            <bounding-box x1='74' y1='217' x2='117' y2='226'/>
+            <content>37 years</content>
+            <instruction instr-id='338' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='2' end-row='39' end-col='2'>
+            <bounding-box x1='176' y1='217' x2='224' y2='226'/>
+            <content>2,982,533</content>
+            <instruction instr-id='338' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='1' end-row='40' end-col='1'>
+            <bounding-box x1='74' y1='205' x2='117' y2='214'/>
+            <content>38 years</content>
+            <instruction instr-id='341' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='2' end-row='40' end-col='2'>
+            <bounding-box x1='176' y1='205' x2='224' y2='214'/>
+            <content>2,598,636</content>
+            <instruction instr-id='341' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='1' end-row='41' end-col='1'>
+            <bounding-box x1='74' y1='193' x2='117' y2='202'/>
+            <content>39 years</content>
+            <instruction instr-id='344' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='2' end-row='41' end-col='2'>
+            <bounding-box x1='176' y1='193' x2='224' y2='202'/>
+            <content>2,552,762</content>
+            <instruction instr-id='344' subinstr-id='2'/>
+         </cell>
+      </region>
+      <region page='3' id='2' col-increment='2' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='234' y1='683' x2='249' y2='692'/>
+            <content>Age</content>
+            <instruction instr-id='222' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='297' y1='674' x2='350' y2='692'/>
+            <content>Total
+population</content>
+            <instruction instr-id='222' subinstr-id='6'/>
+            <instruction instr-id='224' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='234' y1='661' x2='276' y2='670'/>
+            <content>40 years</content>
+            <instruction instr-id='226' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='310' y1='661' x2='358' y2='670'/>
+            <content>2,468,083</content>
+            <instruction instr-id='226' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='234' y1='649' x2='276' y2='658'/>
+            <content>41 years</content>
+            <instruction instr-id='230' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='310' y1='649' x2='358' y2='658'/>
+            <content>2,375,849</content>
+            <instruction instr-id='230' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='234' y1='637' x2='276' y2='646'/>
+            <content>42 years</content>
+            <instruction instr-id='233' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='310' y1='637' x2='358' y2='646'/>
+            <content>2,325,572</content>
+            <instruction instr-id='233' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='234' y1='625' x2='276' y2='634'/>
+            <content>43 years</content>
+            <instruction instr-id='236' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='310' y1='625' x2='358' y2='634'/>
+            <content>2,237,108</content>
+            <instruction instr-id='236' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='234' y1='613' x2='276' y2='622'/>
+            <content>44 years</content>
+            <instruction instr-id='239' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='310' y1='613' x2='358' y2='622'/>
+            <content>2,262,796</content>
+            <instruction instr-id='239' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='234' y1='601' x2='276' y2='610'/>
+            <content>45 years</content>
+            <instruction instr-id='242' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='310' y1='601' x2='358' y2='610'/>
+            <content>2,242,318</content>
+            <instruction instr-id='242' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='234' y1='589' x2='276' y2='598'/>
+            <content>46 years</content>
+            <instruction instr-id='245' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='310' y1='589' x2='358' y2='598'/>
+            <content>2,139,385</content>
+            <instruction instr-id='245' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='234' y1='577' x2='276' y2='586'/>
+            <content>47 years</content>
+            <instruction instr-id='248' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='310' y1='577' x2='358' y2='586'/>
+            <content>2,222,969</content>
+            <instruction instr-id='248' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='234' y1='565' x2='276' y2='574'/>
+            <content>48 years</content>
+            <instruction instr-id='251' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='310' y1='565' x2='358' y2='574'/>
+            <content>2,163,709</content>
+            <instruction instr-id='251' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='234' y1='553' x2='276' y2='562'/>
+            <content>49 years</content>
+            <instruction instr-id='254' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='310' y1='553' x2='358' y2='562'/>
+            <content>2,321,374</content>
+            <instruction instr-id='254' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='234' y1='541' x2='276' y2='550'/>
+            <content>50 years</content>
+            <instruction instr-id='257' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='310' y1='541' x2='358' y2='550'/>
+            <content>2,347,068</content>
+            <instruction instr-id='257' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='234' y1='529' x2='276' y2='538'/>
+            <content>51 years</content>
+            <instruction instr-id='260' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='310' y1='529' x2='358' y2='538'/>
+            <content>2,295,077</content>
+            <instruction instr-id='260' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='234' y1='517' x2='276' y2='526'/>
+            <content>52 years</content>
+            <instruction instr-id='263' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='310' y1='517' x2='358' y2='526'/>
+            <content>2,363,152</content>
+            <instruction instr-id='263' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='234' y1='505' x2='276' y2='514'/>
+            <content>53 years</content>
+            <instruction instr-id='266' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='310' y1='505' x2='358' y2='514'/>
+            <content>2,337,138</content>
+            <instruction instr-id='266' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='234' y1='493' x2='276' y2='502'/>
+            <content>54 years</content>
+            <instruction instr-id='269' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='310' y1='493' x2='358' y2='502'/>
+            <content>2,367,597</content>
+            <instruction instr-id='269' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='234' y1='481' x2='276' y2='490'/>
+            <content>55 years</content>
+            <instruction instr-id='272' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='310' y1='481' x2='358' y2='490'/>
+            <content>2,390,440</content>
+            <instruction instr-id='272' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='234' y1='469' x2='276' y2='478'/>
+            <content>56 years</content>
+            <instruction instr-id='275' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='310' y1='469' x2='358' y2='478'/>
+            <content>2,329,790</content>
+            <instruction instr-id='275' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='234' y1='457' x2='276' y2='466'/>
+            <content>57 years</content>
+            <instruction instr-id='278' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='310' y1='457' x2='358' y2='466'/>
+            <content>2,312,737</content>
+            <instruction instr-id='278' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1' end-row='20' end-col='1'>
+            <bounding-box x1='234' y1='445' x2='276' y2='454'/>
+            <content>58 years</content>
+            <instruction instr-id='281' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2' end-row='20' end-col='2'>
+            <bounding-box x1='310' y1='445' x2='358' y2='454'/>
+            <content>2,330,373</content>
+            <instruction instr-id='281' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1' end-row='21' end-col='1'>
+            <bounding-box x1='234' y1='433' x2='276' y2='442'/>
+            <content>59 years</content>
+            <instruction instr-id='284' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2' end-row='21' end-col='2'>
+            <bounding-box x1='310' y1='433' x2='358' y2='442'/>
+            <content>2,251,914</content>
+            <instruction instr-id='284' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1' end-row='22' end-col='1'>
+            <bounding-box x1='234' y1='421' x2='276' y2='430'/>
+            <content>60 years</content>
+            <instruction instr-id='287' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2' end-row='22' end-col='2'>
+            <bounding-box x1='310' y1='421' x2='358' y2='430'/>
+            <content>2,160,937</content>
+            <instruction instr-id='287' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1' end-row='23' end-col='1'>
+            <bounding-box x1='234' y1='409' x2='276' y2='418'/>
+            <content>61 years</content>
+            <instruction instr-id='290' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2' end-row='23' end-col='2'>
+            <bounding-box x1='310' y1='409' x2='358' y2='418'/>
+            <content>2,073,764</content>
+            <instruction instr-id='290' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1' end-row='24' end-col='1'>
+            <bounding-box x1='234' y1='397' x2='276' y2='406'/>
+            <content>62 years</content>
+            <instruction instr-id='293' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2' end-row='24' end-col='2'>
+            <bounding-box x1='310' y1='397' x2='358' y2='406'/>
+            <content>2,008,093</content>
+            <instruction instr-id='293' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1' end-row='25' end-col='1'>
+            <bounding-box x1='234' y1='385' x2='276' y2='394'/>
+            <content>63 years</content>
+            <instruction instr-id='296' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2' end-row='25' end-col='2'>
+            <bounding-box x1='310' y1='385' x2='358' y2='394'/>
+            <content>1,931,425</content>
+            <instruction instr-id='296' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1' end-row='26' end-col='1'>
+            <bounding-box x1='234' y1='373' x2='276' y2='382'/>
+            <content>64 years</content>
+            <instruction instr-id='299' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2' end-row='26' end-col='2'>
+            <bounding-box x1='310' y1='373' x2='358' y2='382'/>
+            <content>1,913,402</content>
+            <instruction instr-id='299' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1' end-row='27' end-col='1'>
+            <bounding-box x1='234' y1='361' x2='276' y2='370'/>
+            <content>65 years</content>
+            <instruction instr-id='302' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2' end-row='27' end-col='2'>
+            <bounding-box x1='310' y1='361' x2='358' y2='370'/>
+            <content>1,904,641</content>
+            <instruction instr-id='302' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1' end-row='28' end-col='1'>
+            <bounding-box x1='234' y1='349' x2='276' y2='358'/>
+            <content>66 years</content>
+            <instruction instr-id='305' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2' end-row='28' end-col='2'>
+            <bounding-box x1='310' y1='349' x2='358' y2='358'/>
+            <content>1,813,987</content>
+            <instruction instr-id='305' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1' end-row='29' end-col='1'>
+            <bounding-box x1='234' y1='337' x2='276' y2='346'/>
+            <content>67 years</content>
+            <instruction instr-id='308' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2' end-row='29' end-col='2'>
+            <bounding-box x1='310' y1='337' x2='358' y2='346'/>
+            <content>1,763,637</content>
+            <instruction instr-id='308' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1' end-row='30' end-col='1'>
+            <bounding-box x1='234' y1='325' x2='276' y2='334'/>
+            <content>68 years</content>
+            <instruction instr-id='311' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2' end-row='30' end-col='2'>
+            <bounding-box x1='310' y1='325' x2='358' y2='334'/>
+            <content>1,678,740</content>
+            <instruction instr-id='311' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1' end-row='31' end-col='1'>
+            <bounding-box x1='234' y1='313' x2='276' y2='322'/>
+            <content>69 years</content>
+            <instruction instr-id='314' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2' end-row='31' end-col='2'>
+            <bounding-box x1='310' y1='313' x2='358' y2='322'/>
+            <content>1,621,476</content>
+            <instruction instr-id='314' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1' end-row='32' end-col='1'>
+            <bounding-box x1='234' y1='301' x2='276' y2='310'/>
+            <content>70 years</content>
+            <instruction instr-id='317' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2' end-row='32' end-col='2'>
+            <bounding-box x1='310' y1='301' x2='358' y2='310'/>
+            <content>1,516,900</content>
+            <instruction instr-id='317' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1' end-row='33' end-col='1'>
+            <bounding-box x1='234' y1='289' x2='276' y2='298'/>
+            <content>71 years</content>
+            <instruction instr-id='320' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2' end-row='33' end-col='2'>
+            <bounding-box x1='310' y1='289' x2='358' y2='298'/>
+            <content>1,439,723</content>
+            <instruction instr-id='320' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1' end-row='34' end-col='1'>
+            <bounding-box x1='234' y1='277' x2='276' y2='286'/>
+            <content>72 years</content>
+            <instruction instr-id='323' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2' end-row='34' end-col='2'>
+            <bounding-box x1='310' y1='277' x2='358' y2='286'/>
+            <content>1,371,235</content>
+            <instruction instr-id='323' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='1' end-row='35' end-col='1'>
+            <bounding-box x1='234' y1='265' x2='276' y2='274'/>
+            <content>73 years</content>
+            <instruction instr-id='326' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='35' start-col='2' end-row='35' end-col='2'>
+            <bounding-box x1='310' y1='265' x2='358' y2='274'/>
+            <content>1,261,994</content>
+            <instruction instr-id='326' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='1' end-row='36' end-col='1'>
+            <bounding-box x1='234' y1='253' x2='276' y2='262'/>
+            <content>74 years</content>
+            <instruction instr-id='329' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='36' start-col='2' end-row='36' end-col='2'>
+            <bounding-box x1='310' y1='253' x2='358' y2='262'/>
+            <content>1,208,272</content>
+            <instruction instr-id='329' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='1' end-row='37' end-col='1'>
+            <bounding-box x1='234' y1='241' x2='276' y2='250'/>
+            <content>75 years</content>
+            <instruction instr-id='332' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='37' start-col='2' end-row='37' end-col='2'>
+            <bounding-box x1='310' y1='241' x2='358' y2='250'/>
+            <content>1,111,480</content>
+            <instruction instr-id='332' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='1' end-row='38' end-col='1'>
+            <bounding-box x1='234' y1='229' x2='276' y2='238'/>
+            <content>76 years</content>
+            <instruction instr-id='335' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='38' start-col='2' end-row='38' end-col='2'>
+            <bounding-box x1='310' y1='229' x2='358' y2='238'/>
+            <content>1,028,927</content>
+            <instruction instr-id='335' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='1' end-row='39' end-col='1'>
+            <bounding-box x1='234' y1='217' x2='276' y2='226'/>
+            <content>77 years</content>
+            <instruction instr-id='338' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='39' start-col='2' end-row='39' end-col='2'>
+            <bounding-box x1='320' y1='217' x2='357' y2='226'/>
+            <content>951,774</content>
+            <instruction instr-id='338' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='1' end-row='40' end-col='1'>
+            <bounding-box x1='234' y1='205' x2='276' y2='214'/>
+            <content>78 years</content>
+            <instruction instr-id='341' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='40' start-col='2' end-row='40' end-col='2'>
+            <bounding-box x1='320' y1='205' x2='357' y2='214'/>
+            <content>828,866</content>
+            <instruction instr-id='341' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='1' end-row='41' end-col='1'>
+            <bounding-box x1='234' y1='193' x2='276' y2='202'/>
+            <content>79 years</content>
+            <instruction instr-id='344' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='2' end-row='41' end-col='2'>
+            <bounding-box x1='320' y1='193' x2='357' y2='202'/>
+            <content>872,675</content>
+            <instruction instr-id='344' subinstr-id='6'/>
+         </cell>
+      </region>
+      <region page='3' id='3' col-increment='4' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='369' y1='683' x2='385' y2='692'/>
+            <content>Age</content>
+            <instruction instr-id='222' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='441' y1='674' x2='494' y2='692'/>
+            <content>Total
+population</content>
+            <instruction instr-id='222' subinstr-id='10'/>
+            <instruction instr-id='224' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='369' y1='661' x2='411' y2='670'/>
+            <content>80 years</content>
+            <instruction instr-id='226' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='464' y1='661' x2='501' y2='670'/>
+            <content>723,049</content>
+            <instruction instr-id='226' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='369' y1='649' x2='411' y2='658'/>
+            <content>81 years</content>
+            <instruction instr-id='230' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='464' y1='649' x2='501' y2='658'/>
+            <content>640,276</content>
+            <instruction instr-id='230' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='369' y1='637' x2='411' y2='646'/>
+            <content>82 years</content>
+            <instruction instr-id='233' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='464' y1='637' x2='501' y2='646'/>
+            <content>566,548</content>
+            <instruction instr-id='233' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='369' y1='625' x2='411' y2='634'/>
+            <content>83 years</content>
+            <instruction instr-id='236' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='464' y1='625' x2='501' y2='634'/>
+            <content>527,982</content>
+            <instruction instr-id='236' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='369' y1='613' x2='411' y2='622'/>
+            <content>84 years</content>
+            <instruction instr-id='239' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='464' y1='613' x2='501' y2='622'/>
+            <content>477,178</content>
+            <instruction instr-id='239' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='369' y1='601' x2='411' y2='610'/>
+            <content>85 years</content>
+            <instruction instr-id='242' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='464' y1='601' x2='501' y2='610'/>
+            <content>412,549</content>
+            <instruction instr-id='242' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='369' y1='589' x2='411' y2='598'/>
+            <content>86 years</content>
+            <instruction instr-id='245' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='464' y1='589' x2='501' y2='598'/>
+            <content>350,655</content>
+            <instruction instr-id='245' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='369' y1='577' x2='411' y2='586'/>
+            <content>87 years</content>
+            <instruction instr-id='248' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='2' end-row='9' end-col='2'>
+            <bounding-box x1='464' y1='577' x2='501' y2='586'/>
+            <content>306,906</content>
+            <instruction instr-id='248' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='369' y1='565' x2='411' y2='574'/>
+            <content>88 years</content>
+            <instruction instr-id='251' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='464' y1='565' x2='501' y2='574'/>
+            <content>236,314</content>
+            <instruction instr-id='251' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='369' y1='553' x2='411' y2='562'/>
+            <content>89 years</content>
+            <instruction instr-id='254' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='464' y1='553' x2='501' y2='562'/>
+            <content>213,778</content>
+            <instruction instr-id='254' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='369' y1='541' x2='411' y2='550'/>
+            <content>90 years</content>
+            <instruction instr-id='257' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='464' y1='541' x2='501' y2='550'/>
+            <content>175,900</content>
+            <instruction instr-id='257' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='369' y1='529' x2='411' y2='538'/>
+            <content>91 years</content>
+            <instruction instr-id='260' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='464' y1='529' x2='501' y2='538'/>
+            <content>140,003</content>
+            <instruction instr-id='260' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='369' y1='517' x2='411' y2='526'/>
+            <content>92 years</content>
+            <instruction instr-id='263' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='464' y1='517' x2='501' y2='526'/>
+            <content>101,492</content>
+            <instruction instr-id='263' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='369' y1='505' x2='411' y2='514'/>
+            <content>93 years</content>
+            <instruction instr-id='266' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='469' y1='505' x2='501' y2='514'/>
+            <content>78,233</content>
+            <instruction instr-id='266' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='1' end-row='16' end-col='1'>
+            <bounding-box x1='369' y1='493' x2='411' y2='502'/>
+            <content>94 years</content>
+            <instruction instr-id='269' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='16' start-col='2' end-row='16' end-col='2'>
+            <bounding-box x1='469' y1='493' x2='501' y2='502'/>
+            <content>60,964</content>
+            <instruction instr-id='269' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='1' end-row='17' end-col='1'>
+            <bounding-box x1='369' y1='481' x2='411' y2='490'/>
+            <content>95 years</content>
+            <instruction instr-id='272' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='17' start-col='2' end-row='17' end-col='2'>
+            <bounding-box x1='469' y1='481' x2='501' y2='490'/>
+            <content>46,219</content>
+            <instruction instr-id='272' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='1' end-row='18' end-col='1'>
+            <bounding-box x1='369' y1='469' x2='411' y2='478'/>
+            <content>96 years</content>
+            <instruction instr-id='275' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='18' start-col='2' end-row='18' end-col='2'>
+            <bounding-box x1='469' y1='469' x2='501' y2='478'/>
+            <content>32,789</content>
+            <instruction instr-id='275' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='1' end-row='19' end-col='1'>
+            <bounding-box x1='369' y1='457' x2='411' y2='466'/>
+            <content>97 years</content>
+            <instruction instr-id='278' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='19' start-col='2' end-row='19' end-col='2'>
+            <bounding-box x1='469' y1='457' x2='501' y2='466'/>
+            <content>23,471</content>
+            <instruction instr-id='278' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='1' end-row='20' end-col='1'>
+            <bounding-box x1='369' y1='445' x2='411' y2='454'/>
+            <content>98 years</content>
+            <instruction instr-id='281' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='20' start-col='2' end-row='20' end-col='2'>
+            <bounding-box x1='469' y1='445' x2='501' y2='454'/>
+            <content>16,215</content>
+            <instruction instr-id='281' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='1' end-row='21' end-col='1'>
+            <bounding-box x1='369' y1='433' x2='411' y2='442'/>
+            <content>99 years</content>
+            <instruction instr-id='284' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='21' start-col='2' end-row='21' end-col='2'>
+            <bounding-box x1='469' y1='433' x2='501' y2='442'/>
+            <content>12,385</content>
+            <instruction instr-id='284' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='1' end-row='22' end-col='1'>
+            <bounding-box x1='369' y1='421' x2='417' y2='430'/>
+            <content>100 years</content>
+            <instruction instr-id='287' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='22' start-col='2' end-row='22' end-col='2'>
+            <bounding-box x1='475' y1='421' x2='501' y2='430'/>
+            <content>9,663</content>
+            <instruction instr-id='287' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='1' end-row='23' end-col='1'>
+            <bounding-box x1='369' y1='409' x2='417' y2='418'/>
+            <content>101 years</content>
+            <instruction instr-id='290' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='23' start-col='2' end-row='23' end-col='2'>
+            <bounding-box x1='475' y1='409' x2='501' y2='418'/>
+            <content>5,231</content>
+            <instruction instr-id='290' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='1' end-row='24' end-col='1'>
+            <bounding-box x1='369' y1='397' x2='417' y2='406'/>
+            <content>102 years</content>
+            <instruction instr-id='293' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='24' start-col='2' end-row='24' end-col='2'>
+            <bounding-box x1='475' y1='397' x2='501' y2='406'/>
+            <content>3,886</content>
+            <instruction instr-id='293' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='1' end-row='25' end-col='1'>
+            <bounding-box x1='369' y1='385' x2='417' y2='394'/>
+            <content>103 years</content>
+            <instruction instr-id='296' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='25' start-col='2' end-row='25' end-col='2'>
+            <bounding-box x1='475' y1='385' x2='501' y2='394'/>
+            <content>2,800</content>
+            <instruction instr-id='296' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='1' end-row='26' end-col='1'>
+            <bounding-box x1='369' y1='373' x2='417' y2='382'/>
+            <content>104 years</content>
+            <instruction instr-id='299' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='26' start-col='2' end-row='26' end-col='2'>
+            <bounding-box x1='475' y1='373' x2='501' y2='382'/>
+            <content>2,015</content>
+            <instruction instr-id='299' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='1' end-row='27' end-col='1'>
+            <bounding-box x1='369' y1='361' x2='417' y2='370'/>
+            <content>105 years</content>
+            <instruction instr-id='302' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='27' start-col='2' end-row='27' end-col='2'>
+            <bounding-box x1='475' y1='361' x2='501' y2='370'/>
+            <content>1,573</content>
+            <instruction instr-id='302' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='1' end-row='28' end-col='1'>
+            <bounding-box x1='369' y1='349' x2='417' y2='358'/>
+            <content>106 years</content>
+            <instruction instr-id='305' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='28' start-col='2' end-row='28' end-col='2'>
+            <bounding-box x1='475' y1='349' x2='501' y2='358'/>
+            <content>1,276</content>
+            <instruction instr-id='305' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='1' end-row='29' end-col='1'>
+            <bounding-box x1='369' y1='337' x2='417' y2='346'/>
+            <content>107 years</content>
+            <instruction instr-id='308' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='29' start-col='2' end-row='29' end-col='2'>
+            <bounding-box x1='475' y1='337' x2='501' y2='346'/>
+            <content>1,038</content>
+            <instruction instr-id='308' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='1' end-row='30' end-col='1'>
+            <bounding-box x1='369' y1='325' x2='417' y2='334'/>
+            <content>108 years</content>
+            <instruction instr-id='311' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='30' start-col='2' end-row='30' end-col='2'>
+            <bounding-box x1='485' y1='325' x2='501' y2='334'/>
+            <content>883</content>
+            <instruction instr-id='311' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='1' end-row='31' end-col='1'>
+            <bounding-box x1='369' y1='313' x2='417' y2='322'/>
+            <content>109 years</content>
+            <instruction instr-id='314' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='31' start-col='2' end-row='31' end-col='2'>
+            <bounding-box x1='485' y1='313' x2='501' y2='322'/>
+            <content>852</content>
+            <instruction instr-id='314' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='1' end-row='32' end-col='1'>
+            <bounding-box x1='369' y1='301' x2='417' y2='310'/>
+            <content>110 years</content>
+            <instruction instr-id='317' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='32' start-col='2' end-row='32' end-col='2'>
+            <bounding-box x1='485' y1='301' x2='501' y2='310'/>
+            <content>819</content>
+            <instruction instr-id='317' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='1' end-row='33' end-col='1'>
+            <bounding-box x1='369' y1='289' x2='417' y2='298'/>
+            <content>111 years</content>
+            <instruction instr-id='320' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='33' start-col='2' end-row='33' end-col='2'>
+            <bounding-box x1='485' y1='289' x2='501' y2='298'/>
+            <content>623</content>
+            <instruction instr-id='320' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='1' end-row='34' end-col='1'>
+            <bounding-box x1='369' y1='277' x2='422' y2='286'/>
+            <content>112+ years</content>
+            <instruction instr-id='323' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='34' start-col='2' end-row='34' end-col='2'>
+            <bounding-box x1='475' y1='277' x2='501' y2='286'/>
+            <content>1,535</content>
+            <instruction instr-id='323' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='1' end-row='41' end-col='1'>
+            <bounding-box x1='369' y1='193' x2='395' y2='202'/>
+            <content>Total</content>
+            <instruction instr-id='344' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='41' start-col='2' end-row='41' end-col='2'>
+            <bounding-box x1='443' y1='193' x2='502' y2='202'/>
+            <content>226,545,805</content>
+            <instruction instr-id='344' subinstr-id='10'/>
+         </cell>
+      </region>
+   </table>
+
+   <table id='3'>
+      <region page='4' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='145' y1='668' x2='188' y2='680'/>
+            <content>Status</content>
+            <instruction instr-id='51' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='283' y1='655' x2='327' y2='680'/>
+            <content>Sample
+size</content>
+            <instruction instr-id='51' subinstr-id='2'/>
+            <instruction instr-id='53' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='339' y1='668' x2='390' y2='680'/>
+            <content>Percent</content>
+            <instruction instr-id='51' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='432' y1='655' x2='490' y2='680'/>
+            <content>Weighted
+Percent</content>
+            <instruction instr-id='51' subinstr-id='6'/>
+            <instruction instr-id='53' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='74' y1='640' x2='110' y2='652'/>
+            <content>Total</content>
+            <instruction instr-id='55' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='291' y1='640' x2='327' y2='652'/>
+            <content>39695</content>
+            <instruction instr-id='55' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='354' y1='640' x2='390' y2='652'/>
+            <content>100.0</content>
+            <instruction instr-id='55' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='4' end-row='2' end-col='4'>
+            <bounding-box x1='454' y1='640' x2='490' y2='652'/>
+            <content>100.0</content>
+            <instruction instr-id='55' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='74' y1='624' x2='182' y2='636'/>
+            <content>Not interviewed</content>
+            <instruction instr-id='59' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='298' y1='624' x2='327' y2='636'/>
+            <content>5701</content>
+            <instruction instr-id='59' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='361' y1='624' x2='390' y2='636'/>
+            <content>14.4</content>
+            <instruction instr-id='59' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='4' end-row='3' end-col='4'>
+            <bounding-box x1='461' y1='624' x2='490' y2='636'/>
+            <content>18.2</content>
+            <instruction instr-id='59' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='74' y1='609' x2='254' y2='621'/>
+            <content>Interviewed, not examined</content>
+            <instruction instr-id='62' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='298' y1='609' x2='327' y2='621'/>
+            <content>2683</content>
+            <instruction instr-id='62' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='368' y1='609' x2='390' y2='621'/>
+            <content>6.8</content>
+            <instruction instr-id='62' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='468' y1='609' x2='490' y2='621'/>
+            <content>7.5</content>
+            <instruction instr-id='62' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='74' y1='594' x2='160' y2='606'/>
+            <content>MEC examined</content>
+            <instruction instr-id='65' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='291' y1='594' x2='327' y2='606'/>
+            <content>30818</content>
+            <instruction instr-id='65' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='361' y1='594' x2='390' y2='606'/>
+            <content>77.6</content>
+            <instruction instr-id='65' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='461' y1='594' x2='490' y2='606'/>
+            <content>73.4</content>
+            <instruction instr-id='65' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='74' y1='578' x2='167' y2='590'/>
+            <content>Home examined</content>
+            <instruction instr-id='68' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='305' y1='578' x2='327' y2='590'/>
+            <content>493</content>
+            <instruction instr-id='68' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='368' y1='578' x2='390' y2='590'/>
+            <content>1.2</content>
+            <instruction instr-id='68' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='468' y1='578' x2='490' y2='590'/>
+            <content>0.8</content>
+            <instruction instr-id='68' subinstr-id='6'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-reg.xml
new file mode 100644
index 00000000..0b9eec66
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-reg.xml
@@ -0,0 +1,337 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-036-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='497'/>
+         <instruction instr-id='497' subinstr-id='2'/>
+         <instruction instr-id='497' subinstr-id='4'/>
+         <instruction instr-id='497' subinstr-id='6'/>
+         <instruction instr-id='507'/>
+         <instruction instr-id='507' subinstr-id='2'/>
+         <instruction instr-id='510'/>
+         <instruction instr-id='510' subinstr-id='2'/>
+         <instruction instr-id='510' subinstr-id='4'/>
+         <instruction instr-id='510' subinstr-id='6'/>
+         <instruction instr-id='510' subinstr-id='8'/>
+         <instruction instr-id='510' subinstr-id='10'/>
+         <instruction instr-id='510' subinstr-id='12'/>
+         <instruction instr-id='510' subinstr-id='14'/>
+         <instruction instr-id='510' subinstr-id='16'/>
+         <instruction instr-id='510' subinstr-id='18'/>
+         <instruction instr-id='510' subinstr-id='20'/>
+         <instruction instr-id='510' subinstr-id='22'/>
+         <instruction instr-id='510' subinstr-id='24'/>
+         <instruction instr-id='510' subinstr-id='26'/>
+         <instruction instr-id='510' subinstr-id='28'/>
+         <instruction instr-id='510' subinstr-id='30'/>
+         <instruction instr-id='510' subinstr-id='32'/>
+         <instruction instr-id='510' subinstr-id='34'/>
+         <instruction instr-id='510' subinstr-id='36'/>
+         <instruction instr-id='510' subinstr-id='38'/>
+         <instruction instr-id='510' subinstr-id='40'/>
+         <instruction instr-id='510' subinstr-id='42'/>
+         <instruction instr-id='510' subinstr-id='44'/>
+         <instruction instr-id='510' subinstr-id='46'/>
+         <instruction instr-id='510' subinstr-id='48'/>
+         <instruction instr-id='514'/>
+         <instruction instr-id='514' subinstr-id='2'/>
+         <instruction instr-id='514' subinstr-id='4'/>
+         <instruction instr-id='514' subinstr-id='6'/>
+         <instruction instr-id='514' subinstr-id='8'/>
+         <instruction instr-id='514' subinstr-id='10'/>
+         <instruction instr-id='514' subinstr-id='12'/>
+         <instruction instr-id='517'/>
+         <instruction instr-id='517' subinstr-id='2'/>
+         <instruction instr-id='517' subinstr-id='4'/>
+         <instruction instr-id='517' subinstr-id='6'/>
+         <instruction instr-id='517' subinstr-id='8'/>
+         <instruction instr-id='517' subinstr-id='10'/>
+         <instruction instr-id='517' subinstr-id='12'/>
+         <instruction instr-id='517' subinstr-id='14'/>
+         <instruction instr-id='517' subinstr-id='16'/>
+         <instruction instr-id='517' subinstr-id='18'/>
+         <instruction instr-id='517' subinstr-id='20'/>
+         <instruction instr-id='517' subinstr-id='22'/>
+         <instruction instr-id='517' subinstr-id='24'/>
+         <instruction instr-id='517' subinstr-id='26'/>
+         <instruction instr-id='517' subinstr-id='28'/>
+         <instruction instr-id='520'/>
+         <instruction instr-id='523'/>
+         <instruction instr-id='523' subinstr-id='2'/>
+         <instruction instr-id='523' subinstr-id='4'/>
+         <instruction instr-id='526'/>
+         <instruction instr-id='526' subinstr-id='2'/>
+         <instruction instr-id='526' subinstr-id='4'/>
+         <instruction instr-id='526' subinstr-id='6'/>
+         <instruction instr-id='526' subinstr-id='8'/>
+         <instruction instr-id='526' subinstr-id='10'/>
+         <instruction instr-id='526' subinstr-id='12'/>
+         <instruction instr-id='526' subinstr-id='14'/>
+         <instruction instr-id='526' subinstr-id='16'/>
+         <instruction instr-id='526' subinstr-id='18'/>
+         <instruction instr-id='526' subinstr-id='20'/>
+         <instruction instr-id='526' subinstr-id='22'/>
+         <instruction instr-id='526' subinstr-id='24'/>
+         <instruction instr-id='526' subinstr-id='26'/>
+         <instruction instr-id='526' subinstr-id='28'/>
+         <instruction instr-id='526' subinstr-id='30'/>
+         <instruction instr-id='530'/>
+         <instruction instr-id='530' subinstr-id='2'/>
+         <instruction instr-id='530' subinstr-id='4'/>
+         <instruction instr-id='530' subinstr-id='6'/>
+         <instruction instr-id='530' subinstr-id='8'/>
+         <instruction instr-id='530' subinstr-id='10'/>
+         <instruction instr-id='530' subinstr-id='12'/>
+         <instruction instr-id='530' subinstr-id='14'/>
+         <instruction instr-id='530' subinstr-id='16'/>
+         <instruction instr-id='530' subinstr-id='18'/>
+         <instruction instr-id='530' subinstr-id='20'/>
+         <instruction instr-id='530' subinstr-id='22'/>
+         <instruction instr-id='530' subinstr-id='24'/>
+         <instruction instr-id='530' subinstr-id='26'/>
+         <instruction instr-id='530' subinstr-id='28'/>
+         <instruction instr-id='533'/>
+         <instruction instr-id='533' subinstr-id='2'/>
+         <instruction instr-id='533' subinstr-id='4'/>
+         <instruction instr-id='533' subinstr-id='6'/>
+         <instruction instr-id='533' subinstr-id='8'/>
+         <instruction instr-id='533' subinstr-id='10'/>
+         <instruction instr-id='533' subinstr-id='12'/>
+         <instruction instr-id='533' subinstr-id='14'/>
+         <instruction instr-id='533' subinstr-id='16'/>
+         <instruction instr-id='536'/>
+         <instruction instr-id='536' subinstr-id='2'/>
+         <instruction instr-id='539'/>
+         <instruction instr-id='539' subinstr-id='2'/>
+         <instruction instr-id='539' subinstr-id='4'/>
+         <instruction instr-id='539' subinstr-id='6'/>
+         <instruction instr-id='539' subinstr-id='8'/>
+         <instruction instr-id='539' subinstr-id='10'/>
+         <instruction instr-id='539' subinstr-id='12'/>
+         <instruction instr-id='539' subinstr-id='14'/>
+         <instruction instr-id='539' subinstr-id='16'/>
+         <instruction instr-id='539' subinstr-id='18'/>
+         <instruction instr-id='539' subinstr-id='20'/>
+         <instruction instr-id='539' subinstr-id='22'/>
+         <instruction instr-id='539' subinstr-id='24'/>
+         <instruction instr-id='539' subinstr-id='26'/>
+         <instruction instr-id='539' subinstr-id='28'/>
+         <instruction instr-id='539' subinstr-id='30'/>
+         <instruction instr-id='539' subinstr-id='32'/>
+         <instruction instr-id='539' subinstr-id='34'/>
+         <instruction instr-id='539' subinstr-id='36'/>
+         <instruction instr-id='539' subinstr-id='38'/>
+         <instruction instr-id='539' subinstr-id='40'/>
+         <instruction instr-id='539' subinstr-id='42'/>
+         <instruction instr-id='539' subinstr-id='44'/>
+         <instruction instr-id='539' subinstr-id='46'/>
+         <instruction instr-id='539' subinstr-id='48'/>
+         <instruction instr-id='539' subinstr-id='50'/>
+         <instruction instr-id='539' subinstr-id='52'/>
+         <instruction instr-id='539' subinstr-id='54'/>
+         <instruction instr-id='539' subinstr-id='56'/>
+         <instruction instr-id='542'/>
+         <instruction instr-id='545'/>
+         <instruction instr-id='545' subinstr-id='2'/>
+         <instruction instr-id='545' subinstr-id='4'/>
+         <instruction instr-id='545' subinstr-id='6'/>
+         <instruction instr-id='545' subinstr-id='8'/>
+         <instruction instr-id='545' subinstr-id='10'/>
+         <instruction instr-id='545' subinstr-id='12'/>
+         <instruction instr-id='545' subinstr-id='14'/>
+         <instruction instr-id='545' subinstr-id='16'/>
+         <instruction instr-id='545' subinstr-id='18'/>
+         <instruction instr-id='545' subinstr-id='20'/>
+         <instruction instr-id='545' subinstr-id='22'/>
+         <instruction instr-id='545' subinstr-id='24'/>
+         <instruction instr-id='545' subinstr-id='26'/>
+         <instruction instr-id='545' subinstr-id='28'/>
+         <instruction instr-id='545' subinstr-id='30'/>
+         <instruction instr-id='545' subinstr-id='32'/>
+         <instruction instr-id='545' subinstr-id='34'/>
+         <instruction instr-id='545' subinstr-id='36'/>
+         <instruction instr-id='545' subinstr-id='38'/>
+         <instruction instr-id='545' subinstr-id='40'/>
+         <instruction instr-id='545' subinstr-id='42'/>
+         <instruction instr-id='545' subinstr-id='44'/>
+         <instruction instr-id='545' subinstr-id='46'/>
+         <instruction instr-id='545' subinstr-id='48'/>
+         <instruction instr-id='548'/>
+         <instruction instr-id='548' subinstr-id='2'/>
+         <instruction instr-id='548' subinstr-id='4'/>
+         <instruction instr-id='548' subinstr-id='6'/>
+         <instruction instr-id='548' subinstr-id='8'/>
+         <instruction instr-id='548' subinstr-id='10'/>
+         <instruction instr-id='548' subinstr-id='12'/>
+         <instruction instr-id='548' subinstr-id='14'/>
+         <instruction instr-id='548' subinstr-id='16'/>
+         <instruction instr-id='548' subinstr-id='18'/>
+         <instruction instr-id='548' subinstr-id='20'/>
+         <instruction instr-id='548' subinstr-id='22'/>
+         <instruction instr-id='548' subinstr-id='24'/>
+         <instruction instr-id='548' subinstr-id='26'/>
+         <instruction instr-id='548' subinstr-id='28'/>
+         <instruction instr-id='548' subinstr-id='30'/>
+         <instruction instr-id='548' subinstr-id='32'/>
+         <instruction instr-id='548' subinstr-id='34'/>
+         <instruction instr-id='548' subinstr-id='36'/>
+         <instruction instr-id='548' subinstr-id='38'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='2'/>
+         <instruction instr-id='551' subinstr-id='4'/>
+         <instruction instr-id='551' subinstr-id='6'/>
+         <instruction instr-id='551' subinstr-id='8'/>
+         <instruction instr-id='551' subinstr-id='10'/>
+         <instruction instr-id='551' subinstr-id='12'/>
+         <instruction instr-id='551' subinstr-id='14'/>
+         <instruction instr-id='554'/>
+         <instruction instr-id='557'/>
+         <instruction instr-id='557' subinstr-id='2'/>
+         <instruction instr-id='557' subinstr-id='4'/>
+         <instruction instr-id='557' subinstr-id='6'/>
+         <instruction instr-id='557' subinstr-id='8'/>
+         <instruction instr-id='557' subinstr-id='10'/>
+         <instruction instr-id='557' subinstr-id='12'/>
+         <instruction instr-id='557' subinstr-id='14'/>
+         <instruction instr-id='557' subinstr-id='16'/>
+         <instruction instr-id='557' subinstr-id='18'/>
+         <instruction instr-id='557' subinstr-id='20'/>
+         <instruction instr-id='557' subinstr-id='22'/>
+         <instruction instr-id='557' subinstr-id='24'/>
+         <instruction instr-id='557' subinstr-id='26'/>
+         <instruction instr-id='557' subinstr-id='28'/>
+         <instruction instr-id='557' subinstr-id='30'/>
+         <instruction instr-id='557' subinstr-id='32'/>
+         <instruction instr-id='557' subinstr-id='34'/>
+         <instruction instr-id='557' subinstr-id='36'/>
+         <instruction instr-id='557' subinstr-id='38'/>
+         <instruction instr-id='557' subinstr-id='40'/>
+         <instruction instr-id='557' subinstr-id='42'/>
+         <instruction instr-id='557' subinstr-id='44'/>
+         <instruction instr-id='557' subinstr-id='46'/>
+         <instruction instr-id='557' subinstr-id='48'/>
+         <instruction instr-id='560'/>
+         <instruction instr-id='560' subinstr-id='2'/>
+         <instruction instr-id='560' subinstr-id='4'/>
+         <instruction instr-id='560' subinstr-id='6'/>
+         <instruction instr-id='560' subinstr-id='8'/>
+         <instruction instr-id='560' subinstr-id='10'/>
+         <instruction instr-id='560' subinstr-id='12'/>
+         <instruction instr-id='560' subinstr-id='14'/>
+         <instruction instr-id='560' subinstr-id='16'/>
+         <instruction instr-id='560' subinstr-id='18'/>
+         <instruction instr-id='560' subinstr-id='20'/>
+         <instruction instr-id='560' subinstr-id='22'/>
+         <instruction instr-id='560' subinstr-id='24'/>
+         <instruction instr-id='560' subinstr-id='26'/>
+         <instruction instr-id='560' subinstr-id='28'/>
+         <instruction instr-id='560' subinstr-id='30'/>
+         <instruction instr-id='560' subinstr-id='32'/>
+         <instruction instr-id='560' subinstr-id='34'/>
+         <instruction instr-id='560' subinstr-id='36'/>
+         <instruction instr-id='560' subinstr-id='38'/>
+         <instruction instr-id='563'/>
+         <instruction instr-id='563' subinstr-id='2'/>
+         <instruction instr-id='566'/>
+         <instruction instr-id='566' subinstr-id='2'/>
+         <instruction instr-id='566' subinstr-id='4'/>
+         <instruction instr-id='566' subinstr-id='6'/>
+         <instruction instr-id='566' subinstr-id='8'/>
+         <instruction instr-id='566' subinstr-id='10'/>
+         <instruction instr-id='566' subinstr-id='12'/>
+         <instruction instr-id='566' subinstr-id='14'/>
+         <instruction instr-id='566' subinstr-id='16'/>
+         <instruction instr-id='566' subinstr-id='18'/>
+         <instruction instr-id='566' subinstr-id='20'/>
+         <instruction instr-id='566' subinstr-id='22'/>
+         <instruction instr-id='566' subinstr-id='24'/>
+         <instruction instr-id='566' subinstr-id='26'/>
+         <instruction instr-id='566' subinstr-id='28'/>
+         <instruction instr-id='566' subinstr-id='30'/>
+         <instruction instr-id='566' subinstr-id='32'/>
+         <instruction instr-id='566' subinstr-id='34'/>
+         <instruction instr-id='566' subinstr-id='36'/>
+         <instruction instr-id='566' subinstr-id='38'/>
+         <instruction instr-id='566' subinstr-id='40'/>
+         <instruction instr-id='566' subinstr-id='42'/>
+         <instruction instr-id='566' subinstr-id='44'/>
+         <instruction instr-id='566' subinstr-id='46'/>
+         <instruction instr-id='566' subinstr-id='48'/>
+         <instruction instr-id='566' subinstr-id='50'/>
+         <instruction instr-id='566' subinstr-id='52'/>
+         <instruction instr-id='566' subinstr-id='54'/>
+         <instruction instr-id='566' subinstr-id='56'/>
+         <instruction instr-id='569'/>
+         <instruction instr-id='569' subinstr-id='2'/>
+         <instruction instr-id='569' subinstr-id='4'/>
+         <instruction instr-id='572'/>
+         <instruction instr-id='572' subinstr-id='2'/>
+         <instruction instr-id='572' subinstr-id='4'/>
+         <instruction instr-id='572' subinstr-id='6'/>
+         <instruction instr-id='572' subinstr-id='8'/>
+         <instruction instr-id='572' subinstr-id='10'/>
+         <instruction instr-id='572' subinstr-id='12'/>
+         <instruction instr-id='572' subinstr-id='14'/>
+         <instruction instr-id='572' subinstr-id='16'/>
+         <instruction instr-id='572' subinstr-id='18'/>
+         <instruction instr-id='572' subinstr-id='20'/>
+         <instruction instr-id='572' subinstr-id='22'/>
+         <instruction instr-id='572' subinstr-id='24'/>
+         <instruction instr-id='572' subinstr-id='26'/>
+         <instruction instr-id='572' subinstr-id='28'/>
+         <instruction instr-id='572' subinstr-id='30'/>
+         <instruction instr-id='572' subinstr-id='32'/>
+         <instruction instr-id='572' subinstr-id='34'/>
+         <instruction instr-id='572' subinstr-id='36'/>
+         <instruction instr-id='572' subinstr-id='38'/>
+         <instruction instr-id='572' subinstr-id='40'/>
+         <instruction instr-id='572' subinstr-id='42'/>
+         <instruction instr-id='572' subinstr-id='44'/>
+         <instruction instr-id='572' subinstr-id='46'/>
+         <instruction instr-id='575'/>
+         <instruction instr-id='575' subinstr-id='2'/>
+         <instruction instr-id='575' subinstr-id='4'/>
+         <instruction instr-id='578'/>
+         <instruction instr-id='578' subinstr-id='2'/>
+         <instruction instr-id='578' subinstr-id='4'/>
+         <instruction instr-id='578' subinstr-id='6'/>
+         <instruction instr-id='578' subinstr-id='8'/>
+         <instruction instr-id='578' subinstr-id='10'/>
+         <instruction instr-id='578' subinstr-id='12'/>
+         <instruction instr-id='578' subinstr-id='14'/>
+         <instruction instr-id='578' subinstr-id='16'/>
+         <instruction instr-id='578' subinstr-id='18'/>
+         <instruction instr-id='578' subinstr-id='20'/>
+         <instruction instr-id='578' subinstr-id='22'/>
+         <instruction instr-id='578' subinstr-id='24'/>
+         <instruction instr-id='578' subinstr-id='26'/>
+         <instruction instr-id='578' subinstr-id='28'/>
+         <instruction instr-id='578' subinstr-id='30'/>
+         <instruction instr-id='578' subinstr-id='32'/>
+         <instruction instr-id='578' subinstr-id='34'/>
+         <instruction instr-id='578' subinstr-id='36'/>
+         <instruction instr-id='578' subinstr-id='38'/>
+         <instruction instr-id='578' subinstr-id='40'/>
+         <instruction instr-id='578' subinstr-id='42'/>
+         <instruction instr-id='581'/>
+         <instruction instr-id='584'/>
+         <instruction instr-id='584' subinstr-id='2'/>
+         <instruction instr-id='584' subinstr-id='4'/>
+         <instruction instr-id='584' subinstr-id='6'/>
+         <instruction instr-id='584' subinstr-id='8'/>
+         <instruction instr-id='584' subinstr-id='10'/>
+         <instruction instr-id='584' subinstr-id='12'/>
+         <instruction instr-id='584' subinstr-id='14'/>
+         <instruction instr-id='584' subinstr-id='16'/>
+         <instruction instr-id='584' subinstr-id='18'/>
+         <instruction instr-id='584' subinstr-id='20'/>
+         <instruction instr-id='584' subinstr-id='22'/>
+         <instruction instr-id='584' subinstr-id='24'/>
+         <instruction instr-id='584' subinstr-id='26'/>
+         <instruction instr-id='584' subinstr-id='28'/>
+         <instruction instr-id='584' subinstr-id='30'/>
+         <bounding-box x1='35' y1='198' x2='341' y2='342'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-str.xml
new file mode 100644
index 00000000..b8fc1595
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036-str.xml
@@ -0,0 +1,403 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-036-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='35' y1='335' x2='47' y2='342'/>
+            <content>Item</content>
+            <instruction instr-id='497' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='124' y1='335' x2='156' y2='342'/>
+            <content>Description</content>
+            <instruction instr-id='497' subinstr-id='2'/>
+            <instruction instr-id='497' subinstr-id='4'/>
+            <instruction instr-id='497' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='35' y1='322' x2='53' y2='329'/>
+            <content>Tuition</content>
+            <instruction instr-id='507' subinstr-id='0'/>
+            <instruction instr-id='507' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='124' y1='315' x2='319' y2='329'/>
+            <content>The cost of takinga course varies froms chool to school.To search for tuition costs
+at different colleges, go to www.studentaid.ed.gov/myfsa.</content>
+            <instruction instr-id='510' subinstr-id='0'/>
+            <instruction instr-id='510' subinstr-id='2'/>
+            <instruction instr-id='510' subinstr-id='4'/>
+            <instruction instr-id='510' subinstr-id='6'/>
+            <instruction instr-id='510' subinstr-id='8'/>
+            <instruction instr-id='510' subinstr-id='10'/>
+            <instruction instr-id='510' subinstr-id='12'/>
+            <instruction instr-id='510' subinstr-id='14'/>
+            <instruction instr-id='510' subinstr-id='16'/>
+            <instruction instr-id='510' subinstr-id='18'/>
+            <instruction instr-id='510' subinstr-id='20'/>
+            <instruction instr-id='510' subinstr-id='22'/>
+            <instruction instr-id='510' subinstr-id='24'/>
+            <instruction instr-id='510' subinstr-id='26'/>
+            <instruction instr-id='510' subinstr-id='28'/>
+            <instruction instr-id='510' subinstr-id='30'/>
+            <instruction instr-id='510' subinstr-id='32'/>
+            <instruction instr-id='510' subinstr-id='34'/>
+            <instruction instr-id='510' subinstr-id='36'/>
+            <instruction instr-id='510' subinstr-id='38'/>
+            <instruction instr-id='510' subinstr-id='40'/>
+            <instruction instr-id='510' subinstr-id='42'/>
+            <instruction instr-id='510' subinstr-id='44'/>
+            <instruction instr-id='510' subinstr-id='46'/>
+            <instruction instr-id='510' subinstr-id='48'/>
+            <instruction instr-id='514' subinstr-id='0'/>
+            <instruction instr-id='514' subinstr-id='2'/>
+            <instruction instr-id='514' subinstr-id='4'/>
+            <instruction instr-id='514' subinstr-id='6'/>
+            <instruction instr-id='514' subinstr-id='8'/>
+            <instruction instr-id='514' subinstr-id='10'/>
+            <instruction instr-id='514' subinstr-id='12'/>
+            <instruction instr-id='517' subinstr-id='0'/>
+            <instruction instr-id='517' subinstr-id='2'/>
+            <instruction instr-id='517' subinstr-id='4'/>
+            <instruction instr-id='517' subinstr-id='6'/>
+            <instruction instr-id='517' subinstr-id='8'/>
+            <instruction instr-id='517' subinstr-id='10'/>
+            <instruction instr-id='517' subinstr-id='12'/>
+            <instruction instr-id='517' subinstr-id='14'/>
+            <instruction instr-id='517' subinstr-id='16'/>
+            <instruction instr-id='517' subinstr-id='18'/>
+            <instruction instr-id='517' subinstr-id='20'/>
+            <instruction instr-id='517' subinstr-id='22'/>
+            <instruction instr-id='517' subinstr-id='24'/>
+            <instruction instr-id='517' subinstr-id='26'/>
+            <instruction instr-id='517' subinstr-id='28'/>
+            <instruction instr-id='520' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='35' y1='302' x2='78' y2='308'/>
+            <content>Room and board</content>
+            <instruction instr-id='523' subinstr-id='0'/>
+            <instruction instr-id='523' subinstr-id='2'/>
+            <instruction instr-id='523' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='124' y1='294' x2='275' y2='308'/>
+            <content>The cost of lodging and food varies froms chool to school. Go to
+www.studentaid.ed.gov/myfsa to search for estimated costs.</content>
+            <instruction instr-id='526' subinstr-id='0'/>
+            <instruction instr-id='526' subinstr-id='2'/>
+            <instruction instr-id='526' subinstr-id='4'/>
+            <instruction instr-id='526' subinstr-id='6'/>
+            <instruction instr-id='526' subinstr-id='8'/>
+            <instruction instr-id='526' subinstr-id='10'/>
+            <instruction instr-id='526' subinstr-id='12'/>
+            <instruction instr-id='526' subinstr-id='14'/>
+            <instruction instr-id='526' subinstr-id='16'/>
+            <instruction instr-id='526' subinstr-id='18'/>
+            <instruction instr-id='526' subinstr-id='20'/>
+            <instruction instr-id='526' subinstr-id='22'/>
+            <instruction instr-id='526' subinstr-id='24'/>
+            <instruction instr-id='526' subinstr-id='26'/>
+            <instruction instr-id='526' subinstr-id='28'/>
+            <instruction instr-id='526' subinstr-id='30'/>
+            <instruction instr-id='530' subinstr-id='0'/>
+            <instruction instr-id='530' subinstr-id='2'/>
+            <instruction instr-id='530' subinstr-id='4'/>
+            <instruction instr-id='530' subinstr-id='6'/>
+            <instruction instr-id='530' subinstr-id='8'/>
+            <instruction instr-id='530' subinstr-id='10'/>
+            <instruction instr-id='530' subinstr-id='12'/>
+            <instruction instr-id='530' subinstr-id='14'/>
+            <instruction instr-id='530' subinstr-id='16'/>
+            <instruction instr-id='530' subinstr-id='18'/>
+            <instruction instr-id='530' subinstr-id='20'/>
+            <instruction instr-id='530' subinstr-id='22'/>
+            <instruction instr-id='530' subinstr-id='24'/>
+            <instruction instr-id='530' subinstr-id='26'/>
+            <instruction instr-id='530' subinstr-id='28'/>
+            <instruction instr-id='533' subinstr-id='0'/>
+            <instruction instr-id='533' subinstr-id='2'/>
+            <instruction instr-id='533' subinstr-id='4'/>
+            <instruction instr-id='533' subinstr-id='6'/>
+            <instruction instr-id='533' subinstr-id='8'/>
+            <instruction instr-id='533' subinstr-id='10'/>
+            <instruction instr-id='533' subinstr-id='12'/>
+            <instruction instr-id='533' subinstr-id='14'/>
+            <instruction instr-id='533' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='35' y1='274' x2='76' y2='288'/>
+            <content>Books and
+school supplies</content>
+            <instruction instr-id='536' subinstr-id='0'/>
+            <instruction instr-id='536' subinstr-id='2'/>
+            <instruction instr-id='542' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='124' y1='259' x2='341' y2='288'/>
+            <content>Books can be expensive. School supplies can include book bags, notebooks, pens, pencils,
+paper, folders, stapler, desk organizing system (trays, penholder, etc.), computer paper, etc.
+According to the College Board,the national average cost for textbooks at four-year public
+colleges in 2009–10 was $1,122.</content>
+            <instruction instr-id='539' subinstr-id='0'/>
+            <instruction instr-id='539' subinstr-id='2'/>
+            <instruction instr-id='539' subinstr-id='4'/>
+            <instruction instr-id='539' subinstr-id='6'/>
+            <instruction instr-id='539' subinstr-id='8'/>
+            <instruction instr-id='539' subinstr-id='10'/>
+            <instruction instr-id='539' subinstr-id='12'/>
+            <instruction instr-id='539' subinstr-id='14'/>
+            <instruction instr-id='539' subinstr-id='16'/>
+            <instruction instr-id='539' subinstr-id='18'/>
+            <instruction instr-id='539' subinstr-id='20'/>
+            <instruction instr-id='539' subinstr-id='22'/>
+            <instruction instr-id='539' subinstr-id='24'/>
+            <instruction instr-id='539' subinstr-id='26'/>
+            <instruction instr-id='539' subinstr-id='28'/>
+            <instruction instr-id='539' subinstr-id='30'/>
+            <instruction instr-id='539' subinstr-id='32'/>
+            <instruction instr-id='539' subinstr-id='34'/>
+            <instruction instr-id='539' subinstr-id='36'/>
+            <instruction instr-id='539' subinstr-id='38'/>
+            <instruction instr-id='539' subinstr-id='40'/>
+            <instruction instr-id='539' subinstr-id='42'/>
+            <instruction instr-id='539' subinstr-id='44'/>
+            <instruction instr-id='539' subinstr-id='46'/>
+            <instruction instr-id='539' subinstr-id='48'/>
+            <instruction instr-id='539' subinstr-id='50'/>
+            <instruction instr-id='539' subinstr-id='52'/>
+            <instruction instr-id='539' subinstr-id='54'/>
+            <instruction instr-id='539' subinstr-id='56'/>
+            <instruction instr-id='545' subinstr-id='0'/>
+            <instruction instr-id='545' subinstr-id='2'/>
+            <instruction instr-id='545' subinstr-id='4'/>
+            <instruction instr-id='545' subinstr-id='6'/>
+            <instruction instr-id='545' subinstr-id='8'/>
+            <instruction instr-id='545' subinstr-id='10'/>
+            <instruction instr-id='545' subinstr-id='12'/>
+            <instruction instr-id='545' subinstr-id='14'/>
+            <instruction instr-id='545' subinstr-id='16'/>
+            <instruction instr-id='545' subinstr-id='18'/>
+            <instruction instr-id='545' subinstr-id='20'/>
+            <instruction instr-id='545' subinstr-id='22'/>
+            <instruction instr-id='545' subinstr-id='24'/>
+            <instruction instr-id='545' subinstr-id='26'/>
+            <instruction instr-id='545' subinstr-id='28'/>
+            <instruction instr-id='545' subinstr-id='30'/>
+            <instruction instr-id='545' subinstr-id='32'/>
+            <instruction instr-id='545' subinstr-id='34'/>
+            <instruction instr-id='545' subinstr-id='36'/>
+            <instruction instr-id='545' subinstr-id='38'/>
+            <instruction instr-id='545' subinstr-id='40'/>
+            <instruction instr-id='545' subinstr-id='42'/>
+            <instruction instr-id='545' subinstr-id='44'/>
+            <instruction instr-id='545' subinstr-id='46'/>
+            <instruction instr-id='545' subinstr-id='48'/>
+            <instruction instr-id='548' subinstr-id='0'/>
+            <instruction instr-id='548' subinstr-id='2'/>
+            <instruction instr-id='548' subinstr-id='4'/>
+            <instruction instr-id='548' subinstr-id='6'/>
+            <instruction instr-id='548' subinstr-id='8'/>
+            <instruction instr-id='548' subinstr-id='10'/>
+            <instruction instr-id='548' subinstr-id='12'/>
+            <instruction instr-id='548' subinstr-id='14'/>
+            <instruction instr-id='548' subinstr-id='16'/>
+            <instruction instr-id='548' subinstr-id='18'/>
+            <instruction instr-id='548' subinstr-id='20'/>
+            <instruction instr-id='548' subinstr-id='22'/>
+            <instruction instr-id='548' subinstr-id='24'/>
+            <instruction instr-id='548' subinstr-id='26'/>
+            <instruction instr-id='548' subinstr-id='28'/>
+            <instruction instr-id='548' subinstr-id='30'/>
+            <instruction instr-id='548' subinstr-id='32'/>
+            <instruction instr-id='548' subinstr-id='34'/>
+            <instruction instr-id='548' subinstr-id='36'/>
+            <instruction instr-id='548' subinstr-id='38'/>
+            <instruction instr-id='551' subinstr-id='0'/>
+            <instruction instr-id='551' subinstr-id='2'/>
+            <instruction instr-id='551' subinstr-id='4'/>
+            <instruction instr-id='551' subinstr-id='6'/>
+            <instruction instr-id='551' subinstr-id='8'/>
+            <instruction instr-id='551' subinstr-id='10'/>
+            <instruction instr-id='551' subinstr-id='12'/>
+            <instruction instr-id='551' subinstr-id='14'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='35' y1='246' x2='47' y2='253'/>
+            <content>Fees</content>
+            <instruction instr-id='554' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='124' y1='239' x2='336' y2='253'/>
+            <content>Fees will depend on the school you’re attending. This list can be obtained directly from the
+school. Fees include activity fees,parking decal fees, etc.</content>
+            <instruction instr-id='557' subinstr-id='0'/>
+            <instruction instr-id='557' subinstr-id='2'/>
+            <instruction instr-id='557' subinstr-id='4'/>
+            <instruction instr-id='557' subinstr-id='6'/>
+            <instruction instr-id='557' subinstr-id='8'/>
+            <instruction instr-id='557' subinstr-id='10'/>
+            <instruction instr-id='557' subinstr-id='12'/>
+            <instruction instr-id='557' subinstr-id='14'/>
+            <instruction instr-id='557' subinstr-id='16'/>
+            <instruction instr-id='557' subinstr-id='18'/>
+            <instruction instr-id='557' subinstr-id='20'/>
+            <instruction instr-id='557' subinstr-id='22'/>
+            <instruction instr-id='557' subinstr-id='24'/>
+            <instruction instr-id='557' subinstr-id='26'/>
+            <instruction instr-id='557' subinstr-id='28'/>
+            <instruction instr-id='557' subinstr-id='30'/>
+            <instruction instr-id='557' subinstr-id='32'/>
+            <instruction instr-id='557' subinstr-id='34'/>
+            <instruction instr-id='557' subinstr-id='36'/>
+            <instruction instr-id='557' subinstr-id='38'/>
+            <instruction instr-id='557' subinstr-id='40'/>
+            <instruction instr-id='557' subinstr-id='42'/>
+            <instruction instr-id='557' subinstr-id='44'/>
+            <instruction instr-id='557' subinstr-id='46'/>
+            <instruction instr-id='557' subinstr-id='48'/>
+            <instruction instr-id='560' subinstr-id='0'/>
+            <instruction instr-id='560' subinstr-id='2'/>
+            <instruction instr-id='560' subinstr-id='4'/>
+            <instruction instr-id='560' subinstr-id='6'/>
+            <instruction instr-id='560' subinstr-id='8'/>
+            <instruction instr-id='560' subinstr-id='10'/>
+            <instruction instr-id='560' subinstr-id='12'/>
+            <instruction instr-id='560' subinstr-id='14'/>
+            <instruction instr-id='560' subinstr-id='16'/>
+            <instruction instr-id='560' subinstr-id='18'/>
+            <instruction instr-id='560' subinstr-id='20'/>
+            <instruction instr-id='560' subinstr-id='22'/>
+            <instruction instr-id='560' subinstr-id='24'/>
+            <instruction instr-id='560' subinstr-id='26'/>
+            <instruction instr-id='560' subinstr-id='28'/>
+            <instruction instr-id='560' subinstr-id='30'/>
+            <instruction instr-id='560' subinstr-id='32'/>
+            <instruction instr-id='560' subinstr-id='34'/>
+            <instruction instr-id='560' subinstr-id='36'/>
+            <instruction instr-id='560' subinstr-id='38'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='35' y1='219' x2='74' y2='233'/>
+            <content>Equipment and
+room materials</content>
+            <instruction instr-id='563' subinstr-id='0'/>
+            <instruction instr-id='563' subinstr-id='2'/>
+            <instruction instr-id='569' subinstr-id='0'/>
+            <instruction instr-id='569' subinstr-id='2'/>
+            <instruction instr-id='569' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='124' y1='219' x2='338' y2='233'/>
+            <content>Equipment may include a computer, printer, etc. Furnishings or room materials may include
+such items as reading lamps, microwave, refrigerator, sheets, towels, etc.</content>
+            <instruction instr-id='566' subinstr-id='0'/>
+            <instruction instr-id='566' subinstr-id='2'/>
+            <instruction instr-id='566' subinstr-id='4'/>
+            <instruction instr-id='566' subinstr-id='6'/>
+            <instruction instr-id='566' subinstr-id='8'/>
+            <instruction instr-id='566' subinstr-id='10'/>
+            <instruction instr-id='566' subinstr-id='12'/>
+            <instruction instr-id='566' subinstr-id='14'/>
+            <instruction instr-id='566' subinstr-id='16'/>
+            <instruction instr-id='566' subinstr-id='18'/>
+            <instruction instr-id='566' subinstr-id='20'/>
+            <instruction instr-id='566' subinstr-id='22'/>
+            <instruction instr-id='566' subinstr-id='24'/>
+            <instruction instr-id='566' subinstr-id='26'/>
+            <instruction instr-id='566' subinstr-id='28'/>
+            <instruction instr-id='566' subinstr-id='30'/>
+            <instruction instr-id='566' subinstr-id='32'/>
+            <instruction instr-id='566' subinstr-id='34'/>
+            <instruction instr-id='566' subinstr-id='36'/>
+            <instruction instr-id='566' subinstr-id='38'/>
+            <instruction instr-id='566' subinstr-id='40'/>
+            <instruction instr-id='566' subinstr-id='42'/>
+            <instruction instr-id='566' subinstr-id='44'/>
+            <instruction instr-id='566' subinstr-id='46'/>
+            <instruction instr-id='566' subinstr-id='48'/>
+            <instruction instr-id='566' subinstr-id='50'/>
+            <instruction instr-id='566' subinstr-id='52'/>
+            <instruction instr-id='566' subinstr-id='54'/>
+            <instruction instr-id='566' subinstr-id='56'/>
+            <instruction instr-id='572' subinstr-id='0'/>
+            <instruction instr-id='572' subinstr-id='2'/>
+            <instruction instr-id='572' subinstr-id='4'/>
+            <instruction instr-id='572' subinstr-id='6'/>
+            <instruction instr-id='572' subinstr-id='8'/>
+            <instruction instr-id='572' subinstr-id='10'/>
+            <instruction instr-id='572' subinstr-id='12'/>
+            <instruction instr-id='572' subinstr-id='14'/>
+            <instruction instr-id='572' subinstr-id='16'/>
+            <instruction instr-id='572' subinstr-id='18'/>
+            <instruction instr-id='572' subinstr-id='20'/>
+            <instruction instr-id='572' subinstr-id='22'/>
+            <instruction instr-id='572' subinstr-id='24'/>
+            <instruction instr-id='572' subinstr-id='26'/>
+            <instruction instr-id='572' subinstr-id='28'/>
+            <instruction instr-id='572' subinstr-id='30'/>
+            <instruction instr-id='572' subinstr-id='32'/>
+            <instruction instr-id='572' subinstr-id='34'/>
+            <instruction instr-id='572' subinstr-id='36'/>
+            <instruction instr-id='572' subinstr-id='38'/>
+            <instruction instr-id='572' subinstr-id='40'/>
+            <instruction instr-id='572' subinstr-id='42'/>
+            <instruction instr-id='572' subinstr-id='44'/>
+            <instruction instr-id='572' subinstr-id='46'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='35' y1='198' x2='98' y2='212'/>
+            <content>Travel and
+miscellaneous expenses</content>
+            <instruction instr-id='575' subinstr-id='0'/>
+            <instruction instr-id='575' subinstr-id='2'/>
+            <instruction instr-id='575' subinstr-id='4'/>
+            <instruction instr-id='581' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='124' y1='198' x2='297' y2='212'/>
+            <content>If you live on campus, you’ll probably need to travel during school breaks.
+Other expenses can include clothing and cellphone use.</content>
+            <instruction instr-id='578' subinstr-id='0'/>
+            <instruction instr-id='578' subinstr-id='2'/>
+            <instruction instr-id='578' subinstr-id='4'/>
+            <instruction instr-id='578' subinstr-id='6'/>
+            <instruction instr-id='578' subinstr-id='8'/>
+            <instruction instr-id='578' subinstr-id='10'/>
+            <instruction instr-id='578' subinstr-id='12'/>
+            <instruction instr-id='578' subinstr-id='14'/>
+            <instruction instr-id='578' subinstr-id='16'/>
+            <instruction instr-id='578' subinstr-id='18'/>
+            <instruction instr-id='578' subinstr-id='20'/>
+            <instruction instr-id='578' subinstr-id='22'/>
+            <instruction instr-id='578' subinstr-id='24'/>
+            <instruction instr-id='578' subinstr-id='26'/>
+            <instruction instr-id='578' subinstr-id='28'/>
+            <instruction instr-id='578' subinstr-id='30'/>
+            <instruction instr-id='578' subinstr-id='32'/>
+            <instruction instr-id='578' subinstr-id='34'/>
+            <instruction instr-id='578' subinstr-id='36'/>
+            <instruction instr-id='578' subinstr-id='38'/>
+            <instruction instr-id='578' subinstr-id='40'/>
+            <instruction instr-id='578' subinstr-id='42'/>
+            <instruction instr-id='584' subinstr-id='0'/>
+            <instruction instr-id='584' subinstr-id='2'/>
+            <instruction instr-id='584' subinstr-id='4'/>
+            <instruction instr-id='584' subinstr-id='6'/>
+            <instruction instr-id='584' subinstr-id='8'/>
+            <instruction instr-id='584' subinstr-id='10'/>
+            <instruction instr-id='584' subinstr-id='12'/>
+            <instruction instr-id='584' subinstr-id='14'/>
+            <instruction instr-id='584' subinstr-id='16'/>
+            <instruction instr-id='584' subinstr-id='18'/>
+            <instruction instr-id='584' subinstr-id='20'/>
+            <instruction instr-id='584' subinstr-id='22'/>
+            <instruction instr-id='584' subinstr-id='24'/>
+            <instruction instr-id='584' subinstr-id='26'/>
+            <instruction instr-id='584' subinstr-id='28'/>
+            <instruction instr-id='584' subinstr-id='30'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..610e5d09124a9bec33228143b13c6f0bdf3a08d2
GIT binary patch
literal 624372
zcmce-Wmp_r(=H4Ff;$NgLm(u$ySux)Yp}rJ0}Sr&?(XhRaCZq1oZuQ9K9aqkcR#P4
z>-_kx(=a{N)xB2TC97zvt3S#Mi_$RAG9!E(IEu_cU|<2z18fZ~5xBYOq)lwhfaU-O
z)>oDyov4Ks(8L}<Cu(H?G!Zs2vNbm0<wbA++M5_yBe<kFDvZcNF(9=)P=UVl=o@ma
zk*QI#1NbR*;7R(jm*1lu2zdZJGmTp*0U`Ewj49_~<oLk8{b5|wM!!pUl-rgOC7f15
z`jeJ-R$zA`lw7S%5iNEf<OVvsD5jE6@HwB6n?>KPd{p*vd_YO02@CB?+`+d?rZi5F
zSK69vgR|&5CLp$h@opQCJ9BX#WJoa%9NI^5t4Znom=?SX^JD~xNnexn@zef$>S)bq
zyPB=qpni_vzN7Ev<GEP%L(CGA<m-c*LF(plf{<^g&|Q3E+~LmI8vFQ%Zg!*9Lx#Xb
za@$M9TaPofCVp{ap7qvPeTbUI_6Jfc%@;Jv9$S*M_~xb!wcnllGfM_i!qbe(=ZRT9
zNlK(zhN{)G+aD>hoKE2gvXqW|6n*x#E<{W_LLJ7rh7K&9BeJ#BV>NT((K)X2w5ddW
z;R~R9KjmX$Vq^TbX<w<|{`ljC-vkpA8^Yf_CZ_-9EGFjv8)xNfYekYus3y3Sd4Zun
z5JidSR(ucBGR<@0XBt65qCV0_Aers;ElpF|Nw3j4t}!$B?C0%T-{C_4`aw3~_<(3q
zk}F~mbI&t;^Z>QwOZ~yV*IlP`YUw)2w%yI88BcR>mQGFfiK!t>wex91vXt2Kfle*G
zrb8)}YT@qc^5;Py)%rce{z8=JnGqrgJg?f=9Y@Fst;iG2NEmTIt2j-X9?4zo_sz1h
zjmU!wBHYnK13d&4NZaG20dc*9OhPnUWOGsp6g9qvb9LKktsrb`fh2dV?X;ZT+(lJe
zSZ?sGJy_m%B5*IaQB^xV-`6zqe|a7l<I~k~wuTLJR$J(=&j35Z{*X8DfLjdWOJ}_+
z#7(yzh>8aKWi6B+zP0m@P3E0NjThe5cc_!qL2bEC$ETF%E?voX)}cccnr9etvj(j%
zPw_`grclE|;pX1YV<!ESQT|qcS&m%Azth{?;2;Ynuz-j7kSNw)Cwe2GBXpT7V_5h}
zZ&lj^_K_V%$`kB83c>l_@UT1T+dWB8_@}kAEjXpVaA2Mdx9(HwGPz!hyEnYvNdv@%
z&<YGcGVeVk-GeuZLAjRsyD$6ZeRx-HTJz5A2JV9Z0QKw%^jlqDe&~r2eNBAgy)F7$
z1|NRS8F*7~k|dFS09jLO3m>{2bNNXrxXt*N;JPL0V&MD0WRM;177YKXfv`7tL4#M9
z(HWH1JaJp<G714j?;FN{<|WFFN_zN#u#(Z1D0-oJxK&K}m#E|(SCJkBAmSQ;cE$;>
zmXOTGo325(A8O|h88G;GemDHcF@>fOm#5CE%V_Iq!*MFOG9kT32wX>mLtKGdpgyD~
zq)X=F9Uo=#rp(A(si+#n@q@O7-*1_ZWWp`CE=NOm6Fev<$g9VSCQ%Ov11ARiU`-=i
z!wHH<8WTbX*Chxt3U6>4B}ttpq={Dx4$>=r#(IQ|;DsZ()P&Oj)F6d{Mc%kkkhD!%
zl8{)&PYL$aC15Z@Uyk5Fzt{$07d0U<!Mls)l?L(3M^}6(_#;NRzw1y~C<r%7zDNEW
zQuo+g(!Aj48-?3(oL&30SfH@TSEj(7^dno+2+NHKz}y(2)BcJs=MkF1JLtAD6fLKk
zR)#lDV&n>h3Ca3FJ&yhKiJLSWwY|F^AGG@QzB4!g2v{%G|AID*G9u-~mJqcX{jm&X
z<X^zd`VMKPm7-~1E!{34S=qCw+sl!LRk46~90lH=JiB@)pliA@%vjrBnC#fE=Wm39
zAiSG^uDrWml@=tjwjpkK_%*Nk+LF5F8po%60LMkgsQPGI+z^StLOQqqgF`o(|7n;3
z?SPgBEV43vZJDplLTH{5HG>+apyo(kFIt)+;~QOa1japiF|LrbEiTH-50&5QM>&wX
zxfuhRv9R$73e7kIo$ZJDBMo4q6@GlqP2NeXhzzHP$_o9Oov~*k!(sC2Qy3`Y5+1V%
zH&El%2o9q3i5r56mibX_(Jp!9Q+||h9HYCXaEm8^Z?Xz0@?Hl;SD%o*zXK&?p?zk2
z{~pJOV|>r-O`FL;n$l&AlHt7mP?E;LheC2vEU*<R?*#b>MSNl!S}hERUJc9_Q4>T)
zXonFv=o?$OPtz!;cGLQh9K}^&mSbZ`Tri9=bX$c+;n8+lG`gLn0RqcUdQ>EZrg6Ak
z#kP-TGMsI(4sT<B#Pvwe=EXJ}L%jcxxo0xQ(bkLWI~Rv3Ib|flAu@yO!(j~VfII${
zR7YL>OG3I85;jQF%t)c>R#!82Q$iURp-~+Y2eLAh<xrOKE$LtbB~}Ov;=hThHeHgK
z|4dd>jez+rW%MId71|v)T`0?lEUT!3QjN+SsaCBerx1N$m_BVU2Ze%9zeYASSF%(V
zQ9jyugAMJ+2q#(o#fprG&QkE#q0w^=(+mc+^CVUw`Y&My<B!dz<1UO|enIiMg(I|M
z`1$QZBoH|*M}w%RmJfjyBls$EW(uTkbn#R8Oovo%dD5$hNNp8l!?L^H48|zQ!rE&(
zJi5U&avg0F%Dxm_>ZCNr&69c|j@iRp=P}tI=p$&8O4g=1iTEk1T?3i(hoE=3>4N!v
z=(t7&dG*wdNBSJ!kLDjO<SvU=Q?FuehkvSu%=2c8fz>Cq9LXP#io?Ztr`m_p<o!!m
z5UDu75lEamFT}fnBsKo_pr1^_o+LIMypR&&!5i(A^Fp4+TV5_<)R&Z=MWr22m`aAf
z%$peDM_Q+YGV;1tVDWwzp~p%V3M7HNEgLhQj#@q`8f_KsUP^Wfbir4XL*mdwwrB#7
zTNh|75-}?Ehuj6_@RhE&)O28yN8rm%AE2#%Dt%DS+3Z)!!Km&FAABDupH$9*YG5)D
zg-q(hYmE3yQa<Q#be`Rpe`(V7Sb1k^ml~=LmG1HF=9P#4F)Sw4>7?^dUQXKRDha(S
zjE&Y<WtJ|Ibo=)ltvAD2xku(!2lANpst**?bEJe4r-UsoXPYZQ3f<anVGCF3E&cS2
zSCiQ7=~V&)p<mgu`23Z=TUD&Ft<&zOgQq-kQam1ySM_z6c<5#@bgZybDB4wjP`Th=
z+g;!V=w<<Om2kfJQY>tnxWO<5hB@D`^GCOC)c0O(Pk<+?cAS|K>A6Pbm}XstHWN-g
zTR8mfWhc`ZRKf=sg>B(U0$L09PiuFer{RpkBD-0kawyp%%oWHK%eU}D!e)Wz7r+Q6
zUwT>i*eIM7X7piP_?9+IGNc}HGHKDA_5#22x1W&gBVub+7bf2}u&MYG7C$1_CSnTa
zVvkofQ$=s0CCZx5?}iDkHE*|?_FdAeQUI}oexxcI;|+PyVSEmuA)^eD60V8!p_=dg
zhMCfJJ}ZgP=Ad8|`HM#eLIar{d%U}|Kj~YCG(WouIf=YBpvO?HLLC)bZvWs{YAk=#
z=Z0?%TcwLcOr3nNFL<P(9?|?9^5Sq<*g;is@ufL|QlEg(jmPx4QO>j><>v%*UP^Ol
z>#OY)A_dWX9pe1Pk<x-$P5gfOW!mp}v^lfCcrK?Imq{5OqE9@eWQU2u6HmO#A2ie>
z>w={W4%x(rrq2Hna&33+M{XC0E2Q`%y|HPNNg-?m)^L1O#o9q}Z*9<fM|#-17OJyk
z4A+!cr*CO+lkfeaq0!}-!SW<F2H}0??rBlHfDR*M`RIs_4X{hF)|0o)dBxRvtEhDY
zRfu=V`i?0~zv@E#I6692Bod=C-8SM-Qp)oa`Xn*R9T##JpX`B+z~dc#lj)737xC<g
zE@1-STsq4WGpXjG=|fgRt?xiPJ7;m`p<y%j9yw(G$xSOV4OeA0YdjIMFPlt{)laVY
zfz=a=4B`M3Gn7^&Y~r;!QY14Ltkn`2Nu`BwNIZeY72ML)r6G&v#K5^Hn@W@c$9$kV
zwv~J?com)(b<<gq<wMiqr0(kD$-!>rI@^e^Cj9v+Hc*E(prbkS*UT?^r41#2Obj_x
zMYGe{-UwjS*a3HHe21ri-h|VW$=C3&MprgzFGuLTNnt6!Oc?66esHc5yw@~xU>^I*
zLPIa?*HJs><ZXcF^W!dt6_%~bOYIn%uCNjeGFLtB?GdWawRS=bi^_%a<$E!$ovh>X
z+a=Y{c5fnu7Tf<xH1;%d(f1LSn2$qJ@1^egGV}3vd2+TW{ll=YOy;jP+YUJc(=oW!
zV^+&%o#GW8A~No`cy_lhj$Q^as|OqLFTQI}HjVdjm152hd6k*>XN5XE9O9+V8Sk@m
zK@MvigP30RVquz@=RwuPOQb;=XK<rHTlYS8vdCMInG0PU+DAHtR7Ih%Wr_Y=IQ{IC
z9Rp2@uXdlV+|W9;RMYKvS7)v(%=VaqE9uO}Z)T*f0_50N5-slYM^HJH+C_JTH^N8C
zTheE*GF964EU5JTOX0E8G_QRDz;WwM^y2xg%UZk7*+Ruy#r##|Sq+;K*Lt@on+zk#
z^xtWT{TkMbk5A~w1fbiUOM+6ntKY|2dcJR)_#qdbjBGEXp?P?PyE#HgA=(~=F+Vdh
z6zK0j%1f77_|(&#$wKf<$Sp6gC-b0Dk?_-)LPh$sJY0ZxpY{+m-CX?&A9bVP#EVL%
z#4(?^k|(HqWP3YSnwO6?@ackEU%AE&^l`Qa*OF3v?I(b{<mv0VjVc~Y{N9$qa%mYY
zrCT}|M+UX<($COKS}KQ2PnL<!K_u9`)Ad~&Dx7uk2LIArzY>iznwwJR^D`$7s!OS8
zk3_yuQ-e-W674UDV&}oHDYG8q#Y%+g7`I=&Xl5hx3Nj)a;~VHJvNYnaO=r3=M)E$i
zi{O%-zlhr2h01?d6nx3|ESys6K<CXtVbhb#48whce*1CbTH}{VZ)3`jXexiAFeLIb
zIGVNtbiUz^tH|qaPoI0#F4oYDS*nO!k;+^3b^*NOG7D2$z){@vuajR@amMms)pvKE
z7{NyXmlv026To>WA}E4L^IGz}kb>(Zlr*k3Q81zR4v*9cRdDIRGv%gaVx%3;*L7S|
zM$v2<1S2&rp2kF*u+L<3*KtP)(}rkZ&P%W`fp6K!mn-S@5#t*y2O9S$qaU9z-q;O2
zZ*EmCT$G)H(%C4Cocg~^Z|HvD-rh7S;~6W^BfeR=M4^0iqmrVR3|l^BbPa>h_gZ6>
z*c^%FOud*c{xIE<MX?CV51c5OI>ld_Q>yJGS?gPKySuue7(rOz9?nvjPXA<Jg3BdE
zaqg+vK`AO&lFz(LP0$DRRkNyQedqh4JCbhmn|!=;6yei+79#mL6fVlK{3&snb7n$Q
zomqoVm?ywujr&fKrLmr7<&}Jv1U@-AhIw9-7~7M*A<gu<>`%w#DRNs(*2HE9?>pG3
zp!TH5-&i}hw($&o8`@lfhfm{-cp9aw6?FVQ^7*0dFifjyTJE}-{W1Z5_#@Q8sp*qF
z8xIdn<IKsekA-*2uAJ)jI%fJ0&cOaFbZbo;-JH!`q5d-PXkhG&urqC!oT7e80czx>
zJ^z}$vu>@T-b7^UabAQy8Ffg=X-iIq=y1jryzGMJY0Tid=gV9p;{9;05b?ve8@;EA
zPFm{lBE0j~kVcW9dsEH*=qHU>v)*!D6hyvhWOzYF-|27DZmr_2Ew1u<g%0mkY+ApQ
z;~1rKZGXJ}#)(Y`IBKa_Ll)Tfid6OyJ9U%(EN%Ylz?oUp`7P3M*8V!3wy~{MhC&pn
z4c;|2t0WWaO3eN3X>ZsULV1RKTkNY(`rX-6TKgpD!3t>sw+fMD@S^U}Hej-wsFIn0
z3#*p5`@z}yZo1lA0()CD!J)P71siuMXBJj+KUD>wZghAp158`9A^`zwtfk`gVNMX(
zew0Y0Cdf>z#P3jM#CKqQLT?n91=jLOvuFC)p9oU|dPO<A73bIAEz%U=MIGnbL4nBM
z+|jej%?PzE;V3Xh^Sq~LU%tKvb!sc<xyn$&@q`m+*l<s>a?=j#18uPV7w}Bq(0(Qq
z&+ya+KnL-0eMl_X@xdVwJ*duBFpBB-qQ$m=`&jZ_^F}d1Mmfrx)OH9mYhyP`C*=i;
z4)+}YVxgkerQ%1LU&e*&+<o9S9>16N>CYT=Q)mTs6zW3;(P>;vtHz;c9P^E#&@WO)
zAD+nE@N_`{$Lp(Bu^*qL994}}2_=Yfs!3FS5>?B$7o>QG=wj@j4}9Yf3m4viy-)2C
zHcXU&C{HBwBlODY_FnvS%R&JGm?9k11@1fr#SsUQ;-@Fp1wuYFsokh7k8zST5}Hst
zB}P)#Aj3;vN>@O1pxe+(%-Rsgs=-7Qpo~l6stpBVewyxv?+RzK6og%;W)9}L4Ui=H
zrYMK49RJ{-y*J3?rR~yU>f5o@Bt%N?!_xoj8j1qX(mQ}iC1h;!n)HF$kmnA#&+`CO
zOIvP*Apd!f9IjTDiG@KJKhY<9Hm0zXM3#xon^!Xilv`kE$acBs&Lu+lMp!f2`!)Rn
zI;SHMIwa#%UXhXSD#57r$0MeMEHv9PiuSg+T(EBeSSVpIXDq#0Ox6%(<7%n<g-!qa
zH!1YlD`2T@ky{jGyMJV#6$)`TiDX9{#B<t-0L1~MI4VV2gQdY|OVal-T>a!8!TDmA
zAj1|>*(BYkcG~1e282?Y-RQxQB8u~``rHG0gc)mv`yxEDCrGLpQ8~J1_mI#xNG-w6
zb?Jl@mly=fBH8^MY`abfe!HySr0mM(z=Is*tgp43%%O9kFmRf-Vo9Fx;Ls=2HEj?l
zFfk@y6Z9ReQWqrcn@}o8uT#cbM<_~MiW=g^FhLo8&ESe|fLCU?K~fDW;oXj!#Vy0w
znl!H970RMz`U$uy<TNi17+@mvLc**$WOz<zxubUFUG;L7fQo~zf}eMkZi#!q*azPu
zrYveG(jnK9Zp8R%r_%BU?PL&yv|HhOydhLsxyf(j61FFk$&*g+rSHEKUY@iTc`7~r
z!pr^8dYXS9N~6L`*=S~DN2rprn%iF=(#6?9p{OF}6_PY&fTLFyWT}`-9pES<ggxvW
zrVo6mjq`isoL#qbG;QQuScATC8hC5}Mx<F{;wO<)Ofe|Y5VrG1q99^Tb+B!O1_eV-
zT7Y4!qwHr5Gr~e{lIcPL=&}m|jFp)~OPbSS!{ud7@IveH9K4v1Jzz8F@%2d!iXM~w
z@nwHTYs)JO>mB~6jx+_&(LJK2+i*x6>xWEPHs?soc>8+@mZSGW*7|l=5Z}vTu&27z
zghsEwYw_)T$GFrRJvSdub*aY7uY(I+)Y|-Xu)1M8(e^pBv+<=5@iNwn+Pg2{UD#gY
z4yi`OLAj>P6izn&+m`fB)5fK;#(cvJXFf}E2@>8b!v{brBs$5^ki;Ce$0IG<A`X1?
z=34sAU83T?aW>_|7eRN;;vfPi?^MEB#`Z~H_SyQc*4%6F)Ieb^O$l>s*V5)?V4D)F
zN=fwK`sgi^FOhcE@9WiWm0vofZDAND+S0yw@g)$&e`Bu4|C*FyytuB^4zT2bEsstA
zNq+ON3O0VAawENBX_m+h5K19^pWt00m(MnZgO*?5T);95<Cg|Ee7QUo>!WpT#=vqF
z=cE{^#NFqp3{7WTWE9q||5Mewn84)Hse(9G=VZpMduWg8R(WY_uN@PnF@kO+&D<};
z@By<(D)f>LSw_j*J*alZ+^zaX?OYAJJpn)aF)}pD;d?^GCpl55e8vMQ(bD4EZ?v<~
z!PVTREUt;Lf`;#td0+gde%g~7hB48;MMVHC<UeEFizv2v3;`GxU;ky6+EO152YOw~
zA#QCt*~kJ3C^96};#92SQgimZaNl)*f-;p3e-YT}o{wbs636R~;q7sNiM3>;?+;xg
zB59%-DMRRta)A2tSMPuUDI512?8VRtWDh0fmRuo8c;$oG<*THAh>%pzy5g6RV9>{V
zWX6QBK`he>T~-%pvkNodX#V-_6*owQISN>s{uWA1k<zHmp}g*ac{&-UMur^t3kyLF
z7uh)9<U)iClb|by10XjBb_mxMp58)#!%VhwUS+ErLpbk18hzNaVM?j%MF%tbn5j~W
z%9L8wYVXoRm;r(8C@meb(lNfKlEc1C%b*}?bKA!yt!G6tp&32BCSEV$*~g(FzP?!E
z3Ab;L^{I23p_Qxjp=S#=TrrnFgLQj+G@5pg2VB^eUDs!LmankZq0cYqgJF>897SF$
z$=4g7%>e^M1u}wx-OUT(ZZt};CawdF>5nVCnF~TwA_tE%T(_%eSjc<r^|Nx!4bQy-
z>pD+#rVI~#|E+TVrzHNna?Zle!u+q&Im>^4&cX73^_-(#Qzw#iz!CWe+cPB3XS)Lu
z{uW=8(hj~DSW*V7t^mWuH5h22@m}hoWCLOQeloL#OSX&6&Qu3m6-TuRJJqc*1RpY4
zXUFR&?wjvgPuL`|AIYASo;#Q6I_`46Ztm9IjtC+cUH{O=Aa|umn{%TVAYj|%`l{~N
zt$F^{;G5S5dU+q+I&GZG!^k>~OZ8X9BWx+_D#({=tu~#eZV_&KgJwipWEVOjg`se-
zX(2B#8RzEM8b1+}@K&|-Cnk0touzO!?K4w2U^X|iZj(;bcafky`$L=n<GY=&@+rEC
z6*#GHORdoNQuzeGvPK!s1YdN{=|1jpG3ud7w6*FQhf*4Z;ht66EhA5D&U+g4wQl8L
zKDEAh2ZIO*Z0H<u@|c=BX&d7R>yXtSXmoB9clkuSX`EVmsXXvr=GRaq4du210oQf;
zgk_D>q4_aFlGUyYfO^F9JLDk$#C)j>8gv$-)XG6J5eu$ctbE^1^#)}jamls^cAl*I
z5maR=3wAMq51#z8Up~_GrsjGx+y9!bf&K6ig@{PIfJB|Rw=RfS_bmrBF*DG|HO+Rk
zOSDIpaY``#jEFE(>rm~qrgg6HJMvh(#goiRH=8EOK}K_{&0R2DiJ?vqS)YNpMA45Q
z2-nOp2fk7}Z^N4`KzBR|)GB`B6dQY9oe#&_9OHg-@V1=gDD;^u@;zMHMg&0R9*HD*
zitXo3yik>#ZyM%9k!?vx61OD9eQrN!p)aQdm^CFe#i`0-h5AH_E<J7@GI}JbumzpB
z*HJk1TgRSMo@dBuj2e?ErVw6Y$l&l6dq3})k~<1bsv=@XL-w2E_GP-o$oyPf<+-Bl
zHt%;9J3rLz?T^Y@Ih%vSUEp~NQeat#P~$rPm6jPcrLCUZ(yIYl(OSk$Jgq<}ER)BV
z3nJ!^R@dxP0&+f_w-P1Awbia3zmuZKJsjWM3#3}3Ntz^7UGcQI4X<uJNUR$qTRHBl
zjwI{!epBd)>q@#msC5w40;>x!vRg&a(vNRC7{chHbII*+B^_@}U8`5~WI&}%^(_gH
zm2=;-C?cKK2~ApeK7&7qoUKyLgj#V#MMKr}OVW1UmoU-yXnY@8RtRj-amQLvvx6>9
zY<WsJexucAv*3Q=i?W*Abj;#(zSeC=dA4%`h5xabKjcOVmBct`l?Ewdq-ykSfPZ7&
zMKsc(xa3Z&JL^|qcN9*D^g9xAr|{{*le&CltS3;Wt&orP*F>gO8^rKx2%;XXQuWA9
zTD^vb*7rALZo&{k@VYTSUL;0(4czrNShPK%jPjF{0RTgCym$E4#ICtu@Zm-8uz6@;
zrG;9)_8g2ZU&tKc3hi4rzT+Lk1E*AcMMgj9&~Cga1Wu$)DwJph$#vSbr$a<to)E7O
z4ClLOTGpad4&YuVc`8_TPf8TKZ#@G9KWb&}RQ=vi`CU_fL6154)mA=lx8>NGcXc&5
zv8hmsw|?ANA`wzIx*_?FR&hyK8BHl?`5e{E$H-V<IJ8SDMo?!+<;cvTDnpPsU#Y+5
z;348tsRW{4wTgi{lUpzXg23I;>IRN3dV{2htWil&=?CFY$RC1Tv{<>aTT|AmLQ5yl
zSLBBzwGb+}ZD{=EQr*V8=lONbdr9$rIY$B8@KX+h>cZ1x4^BEz+6fSdNX-NWMwWmc
zOJke9V27A%5u6!E=#4-MVtbriqJfiLWkt~;yCHiHt+wmcL#yr1tbtRC+brU+Iu6BU
zvZ_*6l!B<SCGQlGDLw0^(g6N&cYl(#AXRI@56Vl|*h=?~oTnVTxz0>G;y6+w8IFnM
z>Rr0yGSqf5NGuxEyo@z(@l#60)}%<|Jkh*%tp*$17B5rZl?PONK!&ryU|@>hQD+88
zk|-)W>t-;mp_SO;atay>@^c)7^%A8r`DWCBQ#K}^&Qy$MKi0y(L1J4R9`l^p`nXV}
z3Ee$4T9TljjVYL30x^UNRi~2Et<wz$-^$LY<570k{9f(w+DW?d((h%(s@9wWr$BI;
z|B%;6E@`d?VbBE@cb&@r9{n?Wbd{|<O+4AQP7F^P)FHZ6>UQ<RYGjrL$&nse<Dvz9
zku?CQB$?u%T(FqcM>?NsBwONV3hQQ;M{zeG`)iQmBJRVcQe5aVFi=~9d-!&jUsz5N
zE^R%o<>8ysQG82cS)wws<!lsB%kd!Rpj=+w36bXbhNb#siVw%|I71=LL~Z~kEM)-d
z;yq<5nLJ?OaWQTW{;J^%3Nm~F=c9S(#eq#&aGn5ZB~>)YTfkPX&k`Lo1Q3jXSd-Dj
zWklH$L93*Taz!?lrm_B=AqGaSyBl9TmYDsB4T&r0NKyBV-Gej;F@6d7vLZHQT+bC8
zEWaLIpZ{%`5HYLE-=O^1JDInA0oE(|r_?u_Z08R+OsZXFK~L9mJ=4e+t14U1TXApb
zKThc-ZzB1yw>PyiTCs~-6XIMYQ57WE?OhqRvC|uW!KzQujd>Eai>H2bMkZOO09Stm
znh1KIZ#hUttsx%F=1{|iP+bPu=|7nRL8kxGGO1J?dq>8jaseN3VYqXSV?KU;J7C6i
zp!ZdX(xVy&=Dmh=tT=-5^M{??T{zbw#)F-9au#{yP@1*v<z9@mVt*LdtJU5Xb-k_j
zJtc`B`eXU?9~@dO4lQ^4y$hGQe@^xfS=JIJ>#cxgaJc5OP1jw0Svd@VF}G$rc`kgM
zwQ-8&yKgJI0%6f8jwpZbAVyos%Q#JhiF}ame-oD$`V!n^TxEn*7LI<m+q%|QHdH1#
zqlhc$OjS{EGeP;%oCOUxcsy8akJ@J)zJ>etR=5CeN)(X#bI>CMa}r3Lbk-NtZ$C~)
z&MDt|aI=l~-eF)PDJ{>A#P3rHT`*QNEt55>(=2dtqD2a3-)&7NMor2*dWl0Pfjg+$
zh(Lw`{COpDJCdk)hTKb(1V;ba@01Y%SL>4aok50TeNg)wzY09BhHdY~_L#EGTZeQ5
z|H(GIh%GZRH)I<8zRH2N)*^(TxA*kIBOX&Fml2Jc@o%=9Rp945B}-YOmetlzL__&Y
zXF5Hm5+0}7TMZQ1o?`ZVKGTUk!{fUOy4ZXAodq(@_-;EwFMVjHjc6OwH!sq3deV|h
zi(C$>7$uIGqbXo{b<Lwr!3GRQUZ`h)ALTAZmqyv?1(LjPlCA8Z=$Hy_SRalP?fe;c
z*vxglYto)!ObZwIpiT$I(H{7-xXh~51PZ*L^gJBx^BL-7-9c3TP!b(r4>gKeM!r&*
zJVu$CX@43rCmnQz1p0L4R|P2@YPcYLO43?zpUuN(K4P@u?@?CkGt$H@cyh0P<Y#^>
zzLZa61b{)3<7dRe32|b^aPOW=$q6)`C-cf$`XaKa1r56a6<)K?`X-aDXt0@z1pdd<
zjT-a&%q3+V*}%vnXi3P1II<AeM*~;9)Jdj7p0W6WUtgZoryY+}_R|DX8E`Y+-ZG=p
zJMp5q5R8a9VI`3hsIZ5tc&>FRIo8#`7_+yQl8G!k*<Gnug_o@(Vc0v5lPtHLB&{dj
zt#SswCAh6h8P>LN&+%GQX#c@bb+8}zQl=`8dqa_UEXhtGS@6-BlbM>+SP0r~3cVqN
zQ1IhXUT0F~+MWfrfB;tog=dP4i{#8xH9PsYWIb6W#%+P(Uq*?<_9XxU>9lZZDiM%S
zu#Uy<u@j5ov^9Dvd06@4gJwEWzpu}C6-;k#KCyOA?LCz5U3kQW^I6B81BxzEDv|Ul
zP^L$*BUhRjigGZ|4iCmCaSXDw%%ea`Ej&{MnB$-N3Hua6)gNri_o+AI5D~51+y`z3
z>9u<e$!EEfM8Y*g*Rk>f1`z8ciFgFlr*jn>$`BQC2EtM5yGEf!EPRi}^Vxy+RMNMS
zWF8vsYg?c9u5vuAPh~1nX4jO$vMaPbEh4ClbZ}kHmNbvArmzF1f5H|dY#Gg-?)_qQ
z+<ElNI(u1g(;FU0?%eOJhy9e|;+kXPYZ$;TW7gk{$|T$)1$=8(-TEc>rU$6a9qx7T
zj>tY*nL8-cRM?tHpgAFrFtWPn;n`I$a%j>NleP^H{eIYKxGN3s1ruJ5DrlpDs=qH}
zV}MDD0MQ12j+U2&29&G>8~MXiu!?;ll_Wdq*1B}r1>-}<IHu{QLh9%sY0Y+}$%$37
z%=IXD@tt80=IwrA%#Dna<nFPj5E&vmQvuH^HKB&!D3<EGJ!)>}&v`46j-O|yc0m{p
z#mI$lrLa}UNG8jhDRo}iRIXkYZBeD_7e$<WX~J5h2(d<zH3TG{AN&Rw5fwpaY=#VS
zfc>){y|MZ~T0v)hR(yBE?<ismz?#;wdTudGAeD<vvdfTG2eE-+?c@0QV_Yw}FE&Xy
zVo7ei)7y&VLNbn$@1Eagag~Yey2~aH-#m)nxInm$2gApKk{}$P)WICMl`T$P8V!R@
zkB&sj3?x%5Kt%Oasa*9Dp&Azpz?a^2jwllruk&j;1_GE<{B3rERaxYa&(<iOd{v;g
zadpY1R%*D?))&?@P7J3Pw<L<EPL#26pBw_-wc>NgVtOvmLps^V&Ss#zlWwS#n*4ss
zL-;1nle%B^q>!%Mh_l=@cDcc0Z056@I}<TzgQGf?H_Ch<+|e{;fIb?*QRz|gnKkWM
z<2j^wr_JVVLuQhzF%IpVTSVU-S)}Ee>rrC=5K?-0X6SUruGbgxT1aXiSiWyjGXun8
z)oaGgh|B|{axq9NPBz@>#^nkx%M@Cxrpt!wa&xI7l9XE}1?VdmX!N`Cq~C5IwRUQe
zu7ucP86uK7Cb<D>y0?b241@NDWXQTgKNKSiw3ZG$d~g*JsujW$&C9+yh$I$$NtL;D
zT|-T4Nft#7XLc7Q38m(2M<>1|6YUlp{LtIdqx6`K9scZ|+hi<w=4vKP<gwx)+rgjn
z>|3kY%KlQcaaPA(z%6-KA=i<mLx|coK|1GfX^kT!UE>=*EEj&uPM7qAbmR^_X~A9S
zxg4WJGSW2cq13NpCYj@4!G#@@u5CiXY@!=E;4Ne@js9k@l=*^?5rS#&?rcm&PfYt}
z3*yXEyVZSL5C&SR);1y|3;~PdTZBWcK-*3&rxn9Jpq^Jg7j-|(<^r;8jQ5A-JBx~;
zf=OsH58f;>1A)q3SO(5s40#1__j<8A2$JVbmtW~7?rTC&PR|I%Ak_r9tO5*vc!?Oi
zcs!>W0@q`)pPBLC!oXk1iesjx&H4GYH}G_)i~?2X7ivbM`J|EbUl!vk1NT?_9+d9v
z{CEkiB0&Wbzof{%@D8^QCLS>0Q(s7SS;OCvN%QVzMT+CMKBhldk0^K)d?@zJXC;!G
z&E+hnOP|~EVNIX&phcb4yuB0a@<j>a4Bx-*N2}dGy0thbe*Xfyx#%eR-)aVbY5~7%
z2F&y<EdQz*F#PVV`^|jqjZ}8EGoh0=Ff*Z(F)_9<5VUmxXwko(X5wH4ure^}AkZn=
z0$&>?0ram|*_+q^0l$0o6kpjU4z`Z=MkWrglgQiK8Y!6owdh`ZFadPRCN99&aYD9M
zw)RSP21X_TMz+7kh`0d7l>W@d$o>~c)b@2oMvgxRuU(k0gKU7WLL2~p`Zr(22-(}(
z{W~aH`roi<>2(lZFaKBj;BUbHFZE&hE$|iGKl-pR{F^>3jQ^pJfQ^kU&_RpouhUF_
zPU!rj<)6mK|4S`d{;f&!|B2UF|JLarEm{9kjP8%uSpN!y-(LG$OO`)9oByWXpW@X2
zrF#Ep_ZmU3K?(R1l@0(pDGOr<fEL1^pjAX*`pfixjG>6219-Ki<L{vSw{ZBUBKEJd
zY_HwE7WNK6z@N$(fKJ-rm1g*ZAMj5Y{Z{wiqUd$70not8*6d$M{?eCD&Jk#3VPoO|
z_$}vEIT;h6f${5=0QSG2{WIZjX@5=ls*(lJ%H*@WqKLeJqKGylJ+q3eu!y3PvVg3x
zgsd1qR6<rjR!BlX8XzDc40vS%G~`qi0n%~;vH&@GWeGW1B?<&OVUt(fT7Rqzpi|e-
z1Tej>1ON-m@4bzqmDTI2`+Jf8jZOA-DFXgleE-1uef*zciQ75@tR0Qa0minkdKuYT
zS(%ubynZ_X`Tkd_%*-tRn^bvw6Q{pSjX?JY!C#C09|XUT|1$z*14Anl00S-HRYfCv
z3p=2Ntqs7|^gm&702sOg989cCjDRM_023Fx*X3^kbhI}CSO86|9sVbzG#tM{{sooc
zchdMT_W6VK@8t9cDZ_vD;UC6-#;Rs+00fv?*cjLtSr}LW?EjSr0k8QH05mtTH~GhE
ze=^%&zG9*O<142Bqt*USi+^GHYyJIWHimy9^j`t>2aAQnZ?OPV6JrzmS3qXAPA2v?
z)~{()n~{;;0bp<YYFZ1Me}imbVf?>CWTt<$)c+h#f6Vo_iT?5|!+)f@zjN^)#(%Zf
ztJ}<N9j%N360Z)maj<yB2`~Uy*&4ipvbTLLGW?I||96OtY;6B$h<|6Uzs&d_dFo#f
z|5*Tk{rUTk1cyK;C_^V}Yj15}g+M1KF9Tpepi`Ct0PP)LUlI7%=zoHjP8PuYua^s0
zSlAd?*?D>YZgz)&1KSA*3yQo!gMhHJ2ignCXh=yL7y@7?Az&f!AYdRUAXp5H9P9+-
z<)tBBx8K+P{{GL~uXzZ_-<%nm|M~oXzWTo$AsD|drB~kL>j!A`3IYNG((aX}at7M{
zrqf<&ECEJA`d7LN0wU+_E6w<CGy?=gZqskRAfo_11f)n8#2faySDFC=$`klE%?JV0
z`1v<&W?&73fIa;V0TC7bx7^q1A@Edam1qHKCWZhZ+t-^2W58!6H92_-fYYm>|6e!Y
zYohx-p^&YetG$Jp`Rh#uJv}`@;PsUQ6M&Md!|wz^4Un)gqJ@C?ojCszUatuO(Pjn#
z5kqfn3j6~J8Vdf^1b?0VkNy8}{K|Us`b!2)2(t`p0k?#}is+9tfc%2WfToKciqVL<
z`3~_tBeoijD{c~AJ^nPoDbYt_4L~4C&4*>umye|6!k<h(2T&AJ4p8mWz|nrD6Q{Re
z2xcr`>S11Ed0@j~XW>xbwB`!t&gbdjUE{kIKo_JC5){@JaTJXdD;DpSSe3ky#*m?w
z6_V4Cw^ayGOjD{+9#UCX{iTkqL8{5ArJ!x9<Dwg)m#SZG&|x@X^uzev^o<#YIjO~K
zXTTRlD_v_do3FNRcD`T3?Bg8LfVqw(PSwthF72+pZiDV)pmC2e&rz=t@R0X_&o|#5
zzfS+wfX2Yupo-w)ki5{0u%z(lh=54<D7$Fm81-1`IR1F11oA}OB&4L5<cpN;)cLf*
z^wx~>%*?EaY*3D6u3DZ*K2rgp5T)?3=%9F^<XdTNS$273g-7L=DvfHf8rE8}I*fXV
z`s0S>#=)lg=G>O3R?oIC?HV0ooh)4+y3x9ydyaaS`v$(%_va2o4|)z+4Qq@DkJ66e
zj6;qePRvbqOchQ?&A84Q%t_2MEZ{6cEbcCiE!V6hefL;3ToYTT{(<)6YGZM;bt_}r
zeMfDVX%A&@f4}=@%E8w|@gu^cv*X^Agj1(8m2;*G)Qf}5-mA20hhGvmL^qeW{de*A
z1`iYuhmVC%+Rup3buXGPFRy{J4^;?5{nih*6K)Ry8u2|60WuK^0V*yUHaZpt8YUtZ
zG}hz0%lEt3i#VgW^LT6c8w4AK>qINW^MEOmkq>>O9b`=(Yso7<m3%Is$f3-l%AiiC
zNuiCWi>42MjfMawUuJI>FIF!$FLp4852qKGCpU-(#0%o{;P(>n5%d=d77iDQ5ls?H
z5l@v!m&}yPl`fDek*$=glW$SzQXEhkSDsT@P+d}6QD4*ep}D2Cr+uJvtb49^t$%Cq
zXar#lWddpPV)|%yZ+>fWZF%|S%<9DY&}QFu$8O{6n*FlFJaEjh*QwdL(k0(D)h){1
zALQm?>uKzz4wms2@L}<#@FVa?^M4LF4qOQu4sHr52#pW(4gVUUA1NEf6HOh1ABzxs
zANMnUDPbtFC8;nuHU*q&ou-*Cp23>=F$*gjI{P|jH+L~_IKRE1y0D-qwK%#Yu+*!}
zx!ktGtWv*9vs$@Eu2#BEqF%H?q*1s@q*=5@yj8MIwq3D9ty8DVsN1r~zSq6a?^{TJ
z)Ih>u`cVFG`AEZP=h)!*^u+hc-Kq2GhuODt81qC6l#6Uj!pjOPy5GO7x~>JR$Nfm#
z$k{B~D&MZzY1nPqYv1qs*?Ta1xN~%U0)2{c1~{j_V80Z)l6`H)GrF<7wYjssw|X#s
zRDBYDrhCEu?f*A0P>V3;Z~Nii!ZRW$BAOuCBfFrup}L{Dp}S%@V%lMuzterMh%JJ{
zhD(9RjL$>BPsm5aNz4qOCL#TRONvScO?LP3gnaAM;^$F{ZpsF#QtC{aSlU235WO9P
zF{1{P46^_WD=QTn3Hy5vL{13KUtGuBTRbbgGkhcbeFE)*jY2iTWg-Ql*<xwpi4t*=
zQBo1op)w(|!E!<JK?=c&K}tc&K`KG2!D=Dup&H?uky_E(u{sI5Nw0Y!-5}F2%P8A8
z*Cfxhz^u@`$fDS?<V%TFsdcGMscorU@z)~ze1}|MmSeh8vU9vkv}>4Kpt}zU<l*FL
z>tz8p@YeKE@D=yt^=Ap73M2`_4n_)j6LJ%J9JU$07%>*v8`T_L8IvEI78esAoB&RA
zNwQ0}OfgE;P18tM$xzIc&yvfQ%aPAj%u~tND9|f3EwU+gDe)<dC`&6Zt!S+rty-_X
ztc9-w)U!7zG+H$UHs`hUv~ILRc93)mb(wSr_LTIF_nr5@8{in!9r7727#SWt9!HyC
zoK&6yPRGsE%udW5F1%eNT4G(6UNQI%Tn$`HS}*)jyV0>Zur;<lwKKgtxi`As_p{}o
z>@f8x@Ywc5{Z#u*>s<9h`ttP|<u%6juV3>wwYTAShWB*$R}a;XrcdZkwa+ro8!un~
ztp6pba2WWv%CKH=3Gmqnd5D=vvB*9scBp!2(&%g$B$)7+XIS&^THj}4`{H=xdf)-^
zO$k&81&FALu>lZ(1Cp5!?W6@{Q6JsNjX%kL=AigUiAMQEbwIs9(??rPmq8!K;L2#m
zq{1xB!pQo84V@j5{hVWybB3#ryPl_jH;FHV-$TGw&`?N4SVDwblwOQf99sfW;zjaO
zYG3-h%%to$xn}utg>1$6*En!fu~yYnQ&1PuV9_Mk!qJA;zSlX_{jN8v-)>N5m}(Sk
z>|$bSs%$1`PH#bEiD-HIWyfmTy2GZ#Ho?y4tChW~13!?$5ySDpY1?_srNK4BEx_Fd
zr0T)z`Oyp6>k7Q$-Q!c_8}4WCuNJ@+2nd1+ItZQ!sSQmE^9VPL5R0UV!ic(!UW@6A
zEs2YccS+Ds6icE@#z}!pIY^yN>r5}nNXYcf`kJkmBbUpUN1y+p;9VhH;ZxCN@j=OE
z=}OsL`DDdN<v>+mbx%!qZFgNy{kMj}#<8ZE=9QMM*5kI@4(LwwE<iVZ4}Y&>pXoQZ
z{>XuX!H%K%;qy_XG0JhV38P8yROWQ&%#S&!`A-Ydiw;Yv%Y7@St9Wao>kdD%Hzu~;
zY|HE<@9yoh{tP%+Jfb=VpDdg)oJU=pUdddS+(6%I-j&|}dgOd^e{Oww4FK@#&rY4!
zn3wV>pI5$TZ%vq2oTo*Smsf_Tw8xfLx2KVzfY-BUjIaUN%L|6s*!vkw@Yv)D40YW`
z^;8S48D8;}3&N`A_0$fiOQiGk@lOTCdUp7==>POW^}P~;@JjG?A<O}9`>x;TdVEZT
z+Z6X8h+`O1_xKp?Rypn=6-g97?-3A=>@MrE5X!Ar=gAfvEHL8P6+}Y-?KKgEe%lGc
z&Z+w01H#T28mIwLrD9cxfV2{G;~YSxaRqKD9!Sx<y73;)k#hVE9xvfEcwwG>p+h&X
z@0C?Jt}VL@7rXW2yX)ljl})=RWSPdIxgVryx-5gVl3I0wKojvYe9az;F`>BJ9{mw#
z*ZyuLEjp_jZkcuBeT8nd6``ddx3glN=uLO&JXz-&_pZzq?NAU;Y9#Lrs4d9}2OG2!
zC2_^>M%Qou9oY@PldIRz?NgIOiHw_Z4Qtf8+fdn8r)hWLLNu)k_pTgzUL+7#CMq@o
z2sSe7lF)T(dT{yNwQks;N5ZwKC%l-?^{mw(a?eepZrtgu+iFF>)?0Vo;y@lF_sP7O
z_Y&@kk?0qcu3_tbOHZz*b2Hs4uKJ@VMXIiGeVdV(uFvf;j#6#`jj);)?nu?&xtHDD
zia)-~a2t$BKRyn|^rV{i41(~e?idS%@lY$M51{v8ioo;t^AHD4`aODtX@2ob_1Nc$
z@XPcJ#R&~?14AAT1y%&Z%|Qg@270uI`!@%W<a_$v`a^|H`WgFCI(YbA`37mA`WE@Z
za&!1L`TTf)=kM$X_46UXF7|dt$=^BJu?@{HEfO~m%lA4QGc?%OF;vxF#TPqxPVL2K
zF$ly(?Q<9y_b$lKJ+NqB(cdBCcB;nDH`Tkv%eN+pD<|6*C7v^c-6tz1`zwWye3X#t
zjSqeV0VlH$ZCC;pyKivF(C(mLNeRv*qi<_|dGlMJ^K74NJ|C6zyr2{BtrQG9MDN^$
zJ=Hhfj<GKsO5Oo6NSN<@Qo{CjjQo)54aetw39FzQ>wOeU4zggpn+s?I=e%XJ`)!`Q
z;nUkxh{0PaOzgqn%OrLTV(+#vfo(e9(5~gNGM}^-pN1Ik@jADRD{t0{^?-fwOmUSB
z12{JCSXmovlC{XT3I=AVqbqwug*I+c_>zsrk5>Aye&ec7@;2!Z%76k7H;x3rgDt98
zt)0P4W#LNwV7MYxHW@HNt~Oc)*eX<PQ`Tp4v2|qGdv{W{uFo5D&>)=!4D818mjz?A
zxLM74t=EkyaeK8?iL*|5wdJFsQF>j4oUC%k7=V%nzC^i!gsN2|YCvcy1L1febl=3#
zMv%mpj1V7CwW4EikOw1cMDQn1NOZ=~d9Sq<(P)~0k$#v+L4Ut0%5Yyl+vJ+iN8czP
z-;i>j3(K(JaGxLr-Jo0_eipYN2_Jnl=#V7efTh|fh-k9D^oS1;#}!XuMq%qo;E?lB
za&ML3+Ta=s%b<cFki2BzNT3t5Q=n@g49b15YC!9vSR`C(OfPLXW0HHhcW6L-Vj@up
zX3P^9J7_<u!(1tFH=<2WD-bj6g(*FtCyWpUE9i5u-~7)A$%1#?Q(-PS<Yi<bvl$NY
z)4}Gc2%ft^jEM(kQh~hjG_oE6wlSlOO92GY-N>?mAA?@z3d5_b2D(y1H_ISOeueNB
zI>*%o&F2buYzF3KYMZJD6s9iA)cda{-7!-8ha_Gg6$MBIMb1WrGqvV-#)O(Rz!YBu
z_f!?cb_8ja=6N6l(ig&+WCXD0?8zYc>t$9lr28YL^C1!WCk8Rh<c5v(4|LRqLUl<L
zzYo@J!HU@nysDD`2?mT-LL2|`|6bxO9q12JXu?3|my^wjSm6&HxI6tL%zj#}{UM}k
z_`FCb7`b;Nh9NMwUCBK?z^xHvY~deTGa!xZ*Ir>p-{_~Eb%v<o7ZF%I`jC3zuGJKq
zEapy<`zxWz9X?_$PT!r}^<9jJyNjVkl!^PDq<zFPD3;DBg2lrV!83~3t80WaWz+Ae
z(KLzFcP|$*KH29n{61F3N6LjNTF86R02Jxyog(2Ge&g*;>l&`+y#+rJk?IRKG?Tm@
zQQkn1_%W;}dnYa_<Th+0Mk_ejnIuX#NLk-EA|p^&JSm(qAd99jEG!@$o+Vt&e}Awj
zX)h_FZYzN&emtu%wmp_Pv^Cm3>evY?G9cnb&ntX7Tv4n#%rx|YdM$J`bPTRCjM#sD
z0F*?X6Hwb9@0W3(=^l%iS{C9LHJwxfJc?L~ztW8iXNb)bJqi65-ABz8`YE~tjysgZ
zKe}HpF|{nerY7#XNF&24#xqYc*e^;lD;x+Jp_ERl(-fAT@<~)6lsWN+sv;yVkqdSu
zMA~2en`t6>!%_869JqQdJvaug93`kEa;_-Ffj@jFFH#3Hj6NGvq&lQ7V}^<|1S542
zHZ(ZZAFnSap|{(m8a9roH9u`Ay0GDW;7O!?)roy%xPO_7wnyl4QL+ech<1Sh<x+4_
z+8wN9Frwc{?`DF{sB4v3?C`h6w9nD1o&JHck)+MFU!TKS>q@ktLc^;uh37)>$^<Dv
z!4_#Pu<wJC{YKjP@+aNgN(gey-DDD`G6~#7e6iBt-0W@AliA&7HK-G6+>Hg5;&MO;
zpDtrBK~K;nv0h#Ut+jcZzH!Br*_u9S3GXrxyeED1Q=Ytetyhvb!H4Qb@jc*i0iW15
z@X9CVSVV6}X!95-pOluM+{3V*BJ3>lP{??)^moBF-d|F%gD9-d6LkVVsfEOy2AJ}<
z#hm!>lSjm`2WUalMb-JtHiL5U<F5;zGIL|yVqelUqB+2N$+D45U#=6<!=qKp<Cw!3
z_}|1ZhjM(pi*^oOf_jRK@u_J_$Wh5OFF?rnnZ^|JoLZ91=cSrdkP!L>I({*ZR%Iy`
z6vM}-80{H#^wB1&Gg=jDCL-A<p)ogmu=q_rONL7RyBOM3^w+lseUi{Ka4k9FRZ~Bx
ze26(rD&y^qI!fgG2pRP$0THS)e9*_EVI*6vrajL(eWQXX+A1ZzxZh(qF)M${A|dWD
zM^QN;2At{3D;H&zp-fg5nUypO6&;S}W6^+`_1xBw+n?^!Xb?4=!c(K|L7m7~K579O
z7g78}89Roi5SiyR3L~$V%p{UNDHX~!EZj$<{%cm{0Cg^RI!!lrltA)9s~#vn;jDqr
zJSdL821BVf`bVYM>utkyaS<7D#8r|Nlt~z&k8}l5<+JN{8b#@vYeNWH;hJlWb4VVx
z>#ng_R+5{%++DhZ+b$<@$}jhD07Xg?=qm(7{EXLd*?8q=AKz5-l5OwgV9$bO@DHbl
zTuiW$QBh_pm|RXN%?nJ*0Zf4bOA}`&CwOB+K*U9WAxhUPctUAYLW-Y*!-LxMkAv`>
z7;@+X9t^iL+5!NwnW+W-5$tox)c#V$v`M7_q7V?VcCVu_$}MB}l1qx&qEiA#^XVh~
z9Objk!`lrp(jUVVWcE|`L)qB{k}N}Vh=vmvLTg{^P%dDI5`nVew7R6_qNL=WfXlqN
zL~NjA)<j&FflRtoOqGma3QzQBw$8++s4qm0iC9qv5Qxz+VA$fQGV1)%B)Y=K9EJe#
z+`EiThv6)i)KmSEw3=jX>B{8D#4l_zi3kZhM4uD%;?yDVqx!%YMVqC~l~9Q}g&rkM
z{yn+&1-%aZnPs^``V?ubS+AY{$pjf(tiKY#=^lia@q=;v5TB!P!T3djr3OvFMBGCB
zT6ce;T;z&9`@u}{l5M@#)cL|<sg0y>`CF`238XoPgro6tapVw8k&)mJh0Ue!dUO*C
z3i{eg{pNET8o$~bX8fwT*E32DsBDo+OL8nHW_6EW&6_7IjE9dyhTx6_fInwewfMOL
zBj)N$T{%6bsvcb#t&Gb;UClJvi;P`oMNji8+$<Rmvv=KLvCnes-8&#4qCbNnG76d-
zyz?Ri>w3WL9)?vgVB{~CrD0wf8cl`9UiP9^xfNc%3|3idUftML*<9e3*Q%ur7$W_q
zX(V_qJf(ImNCGrbi5GD4MWrOy|5$^lz|EgoWFx2FZ<PK%^T@9c+dGRO02%@!a^!WC
zdE;daTG(wZYUCaWuR<~W!Lp=yJj_VlBfm71Mnog~SBM&Yd?scHHMVvpLC9;RHIf$$
zkv7*Tnqm=VSYwb_;O<^t5YKG+wwNpyN9{Q8ELul+BbzUZg`PJ<F^UqKH-k0ewGJE6
z_d1HJp)=<sbg6nOGsf+{95pS{BD5$n`Bu#}Pcv~|*dr?@!H(`WJtH9x`~TzVuEU~g
z-iLv&9f;VXD2gbGpopM^2&f2xiXcjtNauFP+3xOMSYqk!6cr2evAerlALHHUr{DKF
ze}Art-E(H{`^?N)sm~EwtSS`%X^(eotTl1L%^_74SXCXRe0H9PWqj#`xE1D$24#q!
zX|g`t<B0C9Zsq*BI*U+iRa31hqWwx6kGrhtV&e^LT-~_Z+T3SV7>j4@9rMnLrfolr
z@^XWRPRB5LTGjmj6#pmy(p+n2^uOSoYJzuBvD0fyTRU>=svH_0#I}^ZsW)xAWAv@5
z@(}AhOs?~nXgh>uR%N}v#2=0x#Mo1o3|>H=g3jx~qq`57+w;)RqaaOHn3zDDIvD1m
zYh|?pn{St0n}D;is%=)~bA$^#CU*>cAbo`lcZ*072O`>vi1(vx8x6!Go9k=Sh>u)T
zEZL;>cJ%7QKnMuL`vrhRrw>b57IN6YWadgpYL|h2GyO&@g7#rgX@ilLuz7DyB5i@I
zb5#T_(yr06hxXd44p|j>xLQ;IJneTDq=BDx_VMKD1uYD&%O3yw7S4*zpz3_Kbk*m|
z9qb2o*Q>^}t+`<y&#K%HJyq=iWPM5UcCe)5trVVa)7&eTM?S5)EOH4rY>^1_R$Zw$
zC~}xFzTzI|qE%UcFX6F6QKk%FYj3;W2fVu@SOZHt+dM_(9@$XmqJRX*tIo+=Rt=Xc
z<b5;T${%q4tD&z|We;7l$VfkWSC^jy&ugzKWu}!il^E_svTLRKNdbf^e_h?GF7sVY
z@r=mwiQI`+wZN)ehN7E3kw$w;>!c;0+m~2QrSTgdR9uZj)lMm27*JB#SN3~Vt2stX
zpHXNI;W~go+}{95aB=W$_X$!%&zd%E$*VSP)0#A9V|3m3NL&rLHaP&W=6OG@x><Hy
zYnsti*2UdnRWAS#t?ir<{Q+_1WCEI+-EgD?ofJ27;4+#J+S)BeU*9mPeKIC~>E{*{
zreV^HmTNfc`w;dwtI9ZQ1d0*b6GT!@Hux})SRZ?)|1vQo6w(DJx_V!09VJFB{oM46
zXq=qW^qlkr1meuIs)#dm=21k+aXe#7_O@X<?R%`cub<`=8q~RyYVaOt5mU)dHjQ%X
z*U66?S5bdim4{V@p2iF3A<~W&@)u+;Jp|?E#3FmOoQ0vwJ65rGc(*ravwk_bH-xhv
zPD!cPGWJ{5cB}FmRVnC*_z|>hQug8@u=s6keveWV9_rLSSGe5!NYj479jC<lr9#}4
z(Ymb+lU2oA)#6hZ4Ni!tqvhI#*{cQxDp4%8yHTMI^=<Qz@AQ7qm?DpGlGNGDf~R`d
zIxrqvRW1Oc{yODeaTXDA<V~4hw$H$*aZ_w**E8ME(B#%)ZTE)h4H|8|)9KpviW^hK
zHA|Q)tO{XOH&1HnD-qj|?5jp*M+~g091}a-wb?8PrL_!~m2TKv|JC$t+0+_}a{SaM
z)q9v}Rs~qqz{y$dM-kf(A8mS`o!Kv~dmsD0(_E7sI^43ta%TgpKDK=QvaISG$}Kiw
zmL}$Z?P39-_Y7PphI9Q3PKT)&{)zjHIbTD-$72_X!T7^i4yu>12{$kKGvP3<Cg?H|
zjZb!%M><cidz*|A(cWD1$4;U?Jp{o5)bZ7GvA-yhqQy8m`8X1TpHI$A>cO{=rv@qs
zIl#pQ2x1y=<8?mTMFhW+i>?zy4_?9e@S>|Em{E>V(1*=quR!?VW->1&ig7&*`DP@(
zfX<%(8UKcE|5Angs+)Mph@z|h8CZ&5C_i602HhvM<?qFmh$>;9uqy=x2?*>B-tK@x
z9Gyd%r@^sUcb>mRPN*_p1R<s7!afdajj^Phj=G}l=DtCTRiV%UOrqR9J_kEr;<pKb
z?G#>`n~9C%&3Q&a>}=h8L5;Z7u&mb=Sy;WwyaBbKoXF`%T{kU*sL)lq*>Q!K0#&xZ
z0y|dTFeet1!ykGY1@9hQe7*>=x$9&1FT|Oa-(|Cr*!oO%H)@;39o&kZXO4^&qpuoX
z_+7?i>sHT(qAU3>PvYRaPT8Epz)v22-aQeqw;xox0P(E@$r?o-Y052miZayP+y4Ze
zS-Hs13;m$<{H$*DWS-@*7(VWb>)9?i=IpdCfB5HPo~G>x+2C>JZ)9@Uml6+@Z_CsD
zp=eOU8sADZs&e<N6(}w*<lY0?TGXRaFRB^6sr@~5Em~#xMLCa|#!RGeG5X@SloagF
z{pplFxUqgN6gBRj*>`Aqyx{H<iiy&H@(ab4{H5&{`6zj}{tg)fj53_b+W>e`E7=tY
z-sebO2RQn?CQ||TS!n7~pz=129Ko+W5eeMm-foQsm>dsX4iL>cOuGoIXYvXez*+`5
zW*QJo7i@e2@M-sF29R55u$xbS)hgw&a?(-xrREwEQtGdHP6`!Wq~b{dg5iRA(hlD3
zy^~3q+~pg-lj_*_X1D<e=Aj$uq|Ii@$a3OU<MXEVM3JsQO(y24ms3252Nd)3{fR_r
zZuDHDS@dCp6Y;(<!Y-JU#fiFZOQbi{AGuCkTC=?272#4vziKC;xl~A=OK8$p=dCB4
z(l|u<622*Iyi<wm<!RG#M1Xzr>IcGy?&pV(69jGK`s;+iMo(n`!M<iG;7o9=D9JrQ
z2r6B<2T#b+^SrtUYHhadRl;F*^3@px`q6~p7lb8))9c>jk9S>BMB&vf4@e<+Q+-j6
z9)HRrkGzimQhv?Lo#0@Kw~ZmJVvoI&N!W0H{%`>P+=(Z3>+r?HBXSDfyY~x`hWBkh
zo&5!$)ufEvhga4q*7x8$%XUqBimzw&oIk{mMoRkIxi3%?tH*JwQA8<`EkI8pc(Rn}
zmh1`4qZsUN19KHNe7!Go1<rHYW%hDB=3D^x9dN7<&rt(`RoB@ENoORvto<Y+ehIUf
z6qorgqk$B?OU7^{C3|jQEF`IHUNX5r;+gxLYOX`C6FZHqtE^+Wv3$fH%ymp#?0ZH$
zWA?%O^lEzOP9fcerdSt3ccO*ZI5L(~hffpPLOG(lnH4UbU*W=BA-XO+%~&fqi)p48
z@@+DX(MGw*2puh&GuNY-7RpYTT0ncr=p1!nH5spW#W4$YwdOO7NVP#grl%-|(KMP$
z=6GP3Hd%Z=e26L)o?F{UB?{h6xj?<gC_nj`1**yI^kDQ?=9ksb4P`8TF0ILM9YvwO
z(UzqDLycFZ?)aDTT>fC~B+5Ct?UZOLh_UO$Hzu@wL5B~+vnjH)nQm9B<RNHFs}>@w
zsM%#-(&tky7{hk#r^M?JYj6}_P59);lu*X_6Yk7$gTLF0=tp~UOm}F;w%goNYIUOo
zahvj{W;iW}l3iIIc8vVW{B6y6a*qK#Sx9c6pExdNG@RPpcA5@9a@FKP3m?F8toy&Z
zauFLSf>u!KCCbEx_OJ-DwC1wAlALOAnH)jhK-UgWQuHHejR`Ui(ne=1p(2&cx1t8r
zM(9`JB-DqLiF_IQ)b?&36jSLoju(mLO|0hq#_NXq<OGs?LyR<vcuG4*977~B#|T-(
z80ZxKE8?EyMLZU<DC7*cgs5J<lDm!geWE+J5STwGkj1gC*4s<GnR@lVqKym${h<I&
zXM=z9p3_E>R&gaXk8STbWNMG=LC$V!_k;n?RI1BBiFAvks`jCHl}N4X7WxQEX~+3s
z-h+}C+>hMs#C04CXVJC=Yy*4dsv33{>&b*P))i`Lf0!gkN3S_6id45K)q(@caa1|4
zMn*5b#$6@Zk`T;(A=<k&hV@WzY}I6zNpNz4E%O{Tzb`;MSjnh9Dy%O1su1z}j7*A>
zH%S*!^p?X^N5>bjgB877s#pQCJ1g<bx3W#+k25|{1A3Fheoa-DXTlYAY4SGy28%m+
zh)XQ@E^_CLH>u)ASp9nHmIcget$d{obH8d}ypRz<o!e6`I@>$OvQg0A0g`>=oou!v
zkLOOWOD)8(WtMeut5|X6SAzA-;If-8HH^!e<>S-om6Xpt3q|;&JylhLqM>oJBp$kF
zFObgZXnS99pY78W8C%8tw|-Xe8pcb@5tkhdvikn`O>_^+t(L<kEc|fk4m}GIDGbmY
zL)^#bsx~8exy|xtsF;|i((CB;n@c6zG1HuLB;lBgV<JQe_@3q_V>;oniJ&VWs04U*
z9pNCZM!B32o%2$5m5?2?TylY+54a%?Cfr-rE%qYr8{;k*CEaT3HH0#!8!_5s`bWM{
zrKNqtb|{w8ymBT;Z&7u7qr~^9o&k$RF_hQVGaENhH;tLeF9Et6`}8p)PeZPzNRZAe
zR<`jvFrD&sT(9ielJD&A(M0hC)`v~SLNv?INiK|FwSvC$f`RIWOFFQcV|_&_RgULE
z758OT=vG;l1eWC~aS&0WIz(QA*ZwC3Rs5Sy^94l$571-oW<Xc}K|5-mtgBPKHlF8H
zD|~eWsJqfW^`p##)+1fw_WTxd<eU9{`M+edmR9pSC3iuWIR^o8{d(>0I+OOLs>E`L
z{Z!sr{tLB2>R(Dc*dzLF$lg;doT`22H_Xr1j$OK+KTm!Wbe!D)FzZB`7ajT9D3xvV
z1NIJibUgw|mz=4NJ-AdPtvD6=SWsn-@Jrx>N|TmO<B8<8pnkRk0MyOV=!W!~f0P5g
zC9DBCs3R8fMS^ZF%P@-k>Q6^v1-oife1Gs7Dzlah@B-yXP#dcPz?M&`5ySnY#>$uQ
zK1#D0kJtm5U>(nYq{8$O$fFT`8VjmyL!4>=UEmO`E<nGuMp6dSO!K;G1^$85rs4@+
zOIcn9#>2o!qc<L$a$V<#S4J#TYw@?e2bJ}NH4D$FHV{<S*r5;rmBB0=I!h8%{*Xo|
z7nWvI%S&1eo|IoHOSAzLRyamwri6G~vuzZ&g+<B*lo4wbkPd)Ko2ujj5Ai|sXC4(G
zm;lbN;v4!9c1!YpO#-WS$0_Ae<~^@c`FSRK;cUf1malbIi2^{T2bC8Uk3~xJ2APIb
zZ5)=6ipT0$B4d(H%@%y#;jZ|}AM|pOkL7zTI4)nqdu5Fs8m-E|a+&eA@KqUG_ksAs
zI8U>oC{}x2*^&5FbzRN~Gb#L}kJk6fHc8nFXtG$*bE}#JfQ<TzQp<Z`PT7Qt93slV
zDVtb$TpMcmkXWpW)Fp+jmbYl6>ocT!&5Q+6(lYU45Qv4hs(BULTD%31OUoN(5I!25
zYvva2&|I&?CVW!fHOoQ=<h#nIub(MhYlJUwk<JiX7Z9;*teJ|M@^8Jj1%%RlolXRr
z{#*;U;EIOYfK3o78MV~VLfM<@t)6EjS4->czew6e_dp<K69AIGYo81|!XPwt!F`aT
zx-$51)*H)FMB%=i3OA(Zma?+RsB!LZjbBl9vx>_Wq3W#dB3jk{wq^J+j3tdnacxNN
zS_4j$C8%n_DPsODpNTuZ#n<!<ztCN1IDyZbwa=u-H(G0G%{j;}wJxB!(|HYtsosdD
z8Yv|!^G9Vh`D#pwc@miv+;6-~PIC9qw~=#Z1sQ`V*5y+yC##BVS;C8<y{tdW8HWE`
zUCvI=OsHsP1?|0DX3xwG-fVc!xaxL6*TXn8%gr#6anjl@DFBl8Hpj>$w0-sCC17}h
z<)(;ru%-N&;LhHN(qKL<=(u4CuhfmKy}`50a?riz+_x%g3@csT)T#SMJyn;j*$KO7
z@l{?r=uy5!ULSqNB$GZ0%GM`H4!Z?wZKShj&CtH*Z3KZBtpG?e(6pk0PED`9RJIeA
zTUB9<$QUu#>#CxQO=C2IAP3!`8tXPg6RMKUnxdV?v#t(fSYvZZOykjp?No=_!WuNp
zrOLhXK?d5q#C#%pv9YL>A9zN$+0?W8y85K<+pI~N6rObr9m85f@xP7O&O*w`+WD<B
zp_eMpHN4AMT{c*YkGg4`QVk0<XfIZtUfrk8)IFLtQT>=_U6Dt>4}e(6!AG!Y%)OpZ
zu=@OK9oyh;Nh_OA!bc-G^#%mfS6VX%8M=J0#SPgxHNIvN%9^WWOtUJ-!3nsvnC_m*
z*o*lM?E%=j#E(t2*p7%jb;a1%zG;?AxNXb5E05vGQ;n9j_zY`V9RP@VyZ=4q878Ca
zC;4N3YMTprZK9%42(*WPuH6N|eHT{M0fozFSC9eO)H{__vWry}Se3Hx2}gw))A@<*
zkoTl@8S`SIdjpwqC0tgsg|WuxY^9!l$@zVG62snRe#Inuv{kuURbby#NjkcsbDk(8
zkJhq9P?<1PZ{T}{2USP%7WoJ(>bMH$E9O{UpiP9in^^_|(cS?d#+}{_O$<7!BS(2T
zZ$mRnu1i4F-I4b1_-5fr_WPui|05o8K3rBHerf|RlQ9RaYS^lnJ-5r!&{Nv48#8l1
zHNDX_B>2?@Y6^A?SG`o-@bN2mSJgQ8l&TbF8(pc4dCjUcR<*k)qehOp)Sg)7m^;!`
zVE&w7SKC^ewL?>tYJB7~$6RTg>Re;`p;~M+WNKr+w<?@f+4jtA4MYvKeQos1?QHx|
zOO5|j>uj;?U{&^4`T5K)`&n-1JZwr=t+9D$TFjblRR;hNuK1KE^k<R!Xa~$EEq;gu
z(?r2~De#rShK@V%Qy$w}oe-H06Pv#x3dWT*?MAUdAnJ0f$~_s3Wfj#P8OF{`OC2o0
zT#Ewtgk!D;tJ|4aTaUfX7Hq6TSd%9<ZM;o`2R_uQmRS|_#4Pf)BIRKNa5XJ#U^8GB
z71?b=G6fUb{7FR~QB7ealmnqbLaH6FtP2MaR%N}Hao}T5*>j2r!!V{HZGQhuMo!d<
z&Wm(<aBAxq`dE*M#<8?J4)yhm>9h&6YP8g1t6E}JNh2>sSw&fgzycukSKoNv)2Oi>
z!`zDCJ<WGGXFa0oZ*uA!?$n;+uA4xvUQX?{Do3mG8(E=zShR0QBNwH9>0KffM2%~|
zB>o({r|GrmrN@D~3*s@0=GIh-Y$iOcx<~!jsuo+-{G&7@q9|<exvn+!OHaBcENW`|
zG*xzRQqu}$iU+0+q{J-RS#6d&P25y@hUW7}VLu<8ShcPwXfVnAGxbOJp;Gs#d2I)b
zbAodk5rza0er>GopG9cPU1{({X2lCyzEv#(K-il{^o@Z<fdltyrD;>TeJx2*t6N7a
zy@KftSIW<Lbk{VQwl8Y6cuI379<K<cDgLO(OORlg{W%BJPT0F{0KEi0TDBVf9MQ;G
zj%h)bLJnd{D03VGw+C(9<bn6ZDCX%2PMD_;?chve?wJAvo9NK_9f>DAGMz$Y5l*sh
zp?4BagV$ob2oGbEuyYCD{3l`G5NFL@irYsxbl(&DmVIGV10T!E>_|gQWzI5&BB#=S
zGKr|k^qIvU&=YA}_XnasQ!&2ZFh?jyW*@;^qS)NcgGlARCr?8gB!g`_*pR4D-wZ!5
z*u|KMc+5i<wIDxphWD*Ty=Oc5{6e=dJ7>wzT>8t~C%_1k{=|BSMDNi$7Fw%*qH}{C
zRa~Mqz#mD!7UGeU#Cb8!C>z0dpSh@B-mjTL6oeggtFS~>XM5}#xUH(Exdw8|Ow!zd
zJ~d*gD7c-rtsow;LFKh~Epm(8ZsS(uJ;~7-ZAcn-=gr9C7oEJ3L*Vf(NljeH+<H&-
z0Cb%tfC7c3m^JxOILEjvIuRk$A~pz-E7U9Oejx@q=Wdh~7aevy`ly85Key2gW_6BN
zoq}kaoym0QiQ2lna@fzxj;Kb&lro(6M+Du_ZkLZ(!YRCds@UPo$kC7z*JBSGUVxp3
zJ}7@fR`zTJdZBw-f8@S^Q5y(RQ{jS|aPNcgpXOE5Kf;ZiMVIH2rb9XoJtED3o~-*w
zS`0g@TteCaKMx>Cv4~r_uSqQA=O|CoS@dLY4UmADWEW3<j|sTQBShm#LoEat9$R~c
zpv2?lzX(HkAt{FN0pFeT577tzWsf6~Pw@5<k!BH~)3*RS2-JT-xC_jv!AbbBjIA|W
z@Lu!~85s|ul@Na6d#U}|WrVp@mq;4|lA>BKCA^}nu-!$xK&GBA#xf-K{aM&P(E>{;
z_KRSh)D{=a%fr{;N;$W((D-R==<X?aB+JRO9)FwZI1NqU(|(-&fPw0s^}fN>Xl$z1
zU|uP=h|94-G8HZxTOnDLnS@&=e6ni+PRhTx?k4Uzk7P59M=?K~X+>+RF7&jbFP1N<
zc#oNDf{37)eBEPg1m?0@d@vRpqoC~!#EwcIuXDo9l~8P4aeOBCbOY*L%Rk*s=+zC8
z<<HSs)q}!9ba%x*Od`g;)H{QYY0yI=XjmuBP7f+JSp}V1gFVIEIQkF;>wnkv09Dgv
zDxZP6*}6f%MX#)XfhME1)l&`}!K^Ir41a{tl@_f1fjOj)oVpdehVgcEKg#h$U{?ex
z`mnP(4Tb8v%Rhx`?-)iMM=x*oIItAmREG=ShgoTPzm|a6Vl0{R7SqV+8X>am!JO6~
zOfSfQNy30auk#$}=V7mro%Aq-O?oozCUV1$Hktvof6Y<aNA%vwHyL{{=|@8u0Jf{;
zIlUMA+z6vj!#Qv#(Ga*eL=E*Dt|~2ws>4qS>!If2^W3jeTku1ZJ!mxq#F1I_>9lXn
z7FsgR(~w4Or9#=)sP2>ta3-aPvM)87Qb7I?dW;f6HoE;wp_7Xzsi=Nro8fxuG2!Ya
zPwG5AUw49n=YC;9C?F0Vwv}vQZ%o-hE?~{teu*5xobBdLMl*<$=8(VARvp?$=~o|U
zxJt2A{L~`ISec&bN}eEzhB^REqBY4I0GeRmb`X%u>syTmXuK&C&A?+CVQ8H-3o%gN
zMGiJ8G;u(!K9eyA@YQUGEFwKoCMHFbI%LBkA*51Co9h))lVtY95YjK&=D`qhc!N*f
zDZp40sm=r@RPLlNB?-!sz?(@ShOR^j$zDs@R!RJ<UgjE2{HokK;WH_SHhDk<oawq=
zHv@2KTdz`+XpQN#NYdCEV+oAdSs9sdl_)Q(-ZqVhGJ#j!A*O066FP`y>dk>U0Q&Hu
zS_<i(frHAIq~%?Qs8XV|bwlw8F}NW-VY@YJ2iqzoPO4hB3PX6TO`Sj`x=?#Mlf`i*
z&6OL32JkDHlVA~a7VwdG0=BmB6jue`7boS&5sctB?7PTv7cyrPiac($^;zEE5ih)l
ziK*Bo2*Vhpj=YPQXQXdjCN`+xGA9jN9b3cB#w`z?%4)}{R<y9b<35hP!J-lJ+QS80
z%JcGR{IQf2$vCcr{15R8Cx)DtKg#wYFWBG9iU1y1&oDIrJ<Go{&j4Lx<;;0NS(`h5
zH&0%6k$Z|8DC*$kv!4>W*{fM?dHt*<%({JNn1PIAfdvc|!*+QTql5l<Yy$lnS<yOy
zw^I>bI?OpG^A+mYC6YCGF3Vr!liS4f6cohVVI1H++FU{J=QcXG(vNVv$F88AB*R)J
za_OcerUA|reS$#6s?!K@5++7@J?A6?B2S8$MOR5Z1AfuIh#Q>UX)nc2W4=)zkz<=T
zaGupnH@;v)Di!=8mYvxa+sC+O)aOi~U((_B=F@(vF9slJ5vsstL$q~r{g_MCmE_G$
z5)QO&r7@WGt7$BM3R6)#fE~+-tx{%3)1%DyqDN>{)5lG3sb`F7%MMUw%Ahe_6h7It
zX(?yn0N2pRs_7o)6*D)rjbKvfZyH}`b<^(G4n>F1W?LR_B2hCdJe_`1mnnXXF;Qlb
z7g)5KXC;$W0+n?u4zofL0Leo%$pWCfjCM&btTR#~x&(jXdr>%y_~>XBF_1KCGz!IS
zuR5vLqgN^~C^w@4#ufQ=^ey;9sVye#zzgvv%+cNFgmu^`-vt6WcGPjAaKnG^D_Pfw
z(#kigIPxaNdBqgqB>kE629O1NC4K}fIxs=BnDlP<7=em($LAoQOuD=n#s5Y6V2y5|
z0I1@Vaw8{LJ}i6AUP2p@9Anu+KZ{N??b02Dvl&}<`SBHW`Nkn0k?yeQ2k#a=8w6r(
zvML+JS}8<!M*320rk)a?6W)h>7Ty$irG*OS@mhBhc@<p3#?@RNr(uzhdyezKIx}Af
zfXcn)CAtxrt<*ykO`R&9uDlIdE?g*Qq@wtV(%guX+&kii4Jyu2(XmC&ocBVpbq2c!
z0GY|M>y>MzdnE?*0!oAkYy1w*6_9m5Qcmy=Yhofcazj-?8&+`UDP<1lIqs6P))|r9
znmu?Y%WLeF^h-SJY{<2uNtV!(V}kMJRVizDA*Gz~O3qnhrgs}#rN8FDWius45Qy^A
zsyMQF-5SXb@!j?$va_(E=|hPxzqD>JxrTeSdT+Q7C%tNi_g?n8vMUZgY<r1yZx4lL
zeJj1U{6;a28&KL)(uhki+yY<7$LV|_ALHff5tzgFVr3&dXdP6Mg;+KBw`w<Hm9-C-
zTC@Hw=3eW8+-;_E6dik5e+cy~@1b@kIyLTxN{fCHa!WzMU_GA8S7TnytyEmZSoc2B
zK>$c?Q^p`2Vm~($NU7MVIt9r#Z;AR9@orqG5=%T6vPqszyylT1n?!s%cb^<hnr!XE
z@c>8_QJTeyVA~oFGD9%-S_UH~H&S(tPKyN;FxrD{QduS~f9-9_Z<^cONwPp|lR(r}
z07ywR;YGJt+w^$hR&<!Al;58NSAOBe?>{dma~E#?A;obvtSyvGW1pXMQtH4Cw)TcK
zZ=<+kY*N=UmAY;v7Nu0*k;i49P<lvX_It=W#r&-}iB=T6cA9vlX!;z9WDegNJCM&<
zRj6@MnUHC(TV*_pnyU`c+h+SII2!mqy=<;(%a-5bABq!e+C)VP`kVt|U;c5c+G))>
zoG~=lDj9lhza<hWQC%qimerw{UV3Gpqf~B;-og}93^Ufm3!iE4&hZn`_|{AXaM!93
zhK#nij7{2tW>@4g6}mn&Ym2<5x*?`by1Hum77y{P3ja0Jg#-g~&REejKGUkW0Enk+
z^ezSw<7#mw^Gi}J<G>zinDQaW&PZNqFElq`i_r&$T6tRk1-{(Y!_);kYV8e@Rk=6#
zA-51G)?kr>5>VwU<omRRW;v=b(#=Fg{k!R@{v(>VlBQFmAKLmG?xW9J+jSHGaeL}*
zi75nFbv)sBF}`A$(3{FF%OjNSt}@0FESoU8V}y~FUfMXqZCmSSS%{mg${I;=*VR5}
z<lxU*{OPEo!{xQKvXmF4yQ$xH&opeKk~e|0ZPbk}cQqTRYixtG?bMmpc3HC`9Bs`v
z0Tu6EwVQ8S<Y+#`ZA;l=%HWW9vGu#yY=6Gy5bLFjOzp|~Z5yOXW^T5sg;q7AW{cto
zuAx#PJ6)(UPmsJ!?lG2%{dP^!(S_&z*Q;*{KDs2Sf`m!7Th%LBU#!Y{u`SgG<5FC3
z#aCTzp-Wk&CNz16;it-eXQ}qKBH8bOdaaz{vQe2TyJ;Jtn#ua{SM99!uByUKsNj_M
z7d$C_Sb8Sut0BYayfZ@Ur}y*YsMNZ;6(1C*)KJ?9rQiQo<19~`DA>LVulm&m@={9m
zP?A~yxw1dvx8`X1cfUy0lCmQ!jw_<oJlkyw)BkEnf_DEdDumo?A1cl}*xcM-0@+tv
z{|pR-sB6+8e6KN8QYhN7xAHvn(1iY~AXw3#8j`%amms1b$J$OHcn8Hz2E?;{oVsdc
zMhLQc3i9px7nLq3gyWHlbtuWir4>$S>wn|F-XMPKe24!9DQPw0^#`{%=HOHJdDZ6P
z_l2yk8pao_?<l{7S2%W?+wr9nq2`SQ^IuidF-Vg@CbU4PO&KE%n<?*NPS*HRvbUY6
zR8Z!uhnmaDZyn3aGAQ#Vc9fFH5C5uN?SnjDaCtM7b1x&QK9JoMv%lJhRlf~h!C<~!
z?^z~g8XQHX-YmC??~LDR&3_c(ZQC!|MDU)bdP#7`<T{8*88g<BA#~ZcqP#{h%kx*M
zp5N|BHaYX}PI5AsX&3$~V_Tl~G1#VQmb&A>NbL!wdhbA0qx{I$`{vIwisuE>Z5h^)
zXk06)niQ!=)8746`K`~)k4mmK3QD66h-x<*PVZ$@Iq0gl)|r#FU{9SXLUZ3S+kltx
zCt-9*`t-kQW2?3<tmIsyTXpOKTFs%#l)agi6!VL%qO$t3!=5su(D=a-sXrl8Pcmtb
z(yh;4z<NO&kM1bEomDYZSJW22xX-WH82(S^%M!UiqHPSA>>AVT4Oufs(fkbD1p?K&
z!f}69*%9mJ)~v&W&2VnKfA4tsrSNwh3`DTMq6LW<bmcdakWO>wHXcFrg6yiFp{;90
z{;w?aVSij#R?UEQWRG|0ZpZ!%zudkY`^BHtJPtR@)lmN)=R3E!{x)tr$XxXgVeMZf
zKlF-nJqze}A%Bf~(v?r%8g6O50F3%)H`W6RS6v+k5Y26@TL+AeajN(V9Qmt|Ll-zU
zS!sQfSjXdrI=3@B!VxVN#&!Sb1{fpS)leJ82%r0^rja2UBQD=hw)?B12fvAPvm$zz
z2v5bebVLgFh37O|_{;pa)EDwnT`e_EJo>zq)$v^Fn0IB*$x(mRy1^*bKUqON8H&4c
z4eccP)bN8%XQh1qpgNIc*tMhDS2}54x@C>fX>3?&8=3Q0%^vv2l%BP@d(^NnuDR`!
z_H}q>(>#s8zklrob%$%Gg`mRBqgU+~`j6$CTFE_s6y(<c(y}pYTX$4NSzK@1HuI|R
zf<{znf&cbeS5vg>xvG=8?ei>^LgC)AJ;o2@tAEtBb_lt!=IC_jm13X9LAXOnr&@~$
zhpeI0Aq$}9{1+$=++ptov<X4kh{c$YL$k(WG06HWoh5Oo+lRs6o9M8HaOf6vr)nom
zi18-F;TJFidB>2`vC&a4P~O<f8*<T3xWE}_(8JjJOZSUt)WwI&OB^UUb?sm^c~~(D
z1(CynMX*%hd9D=R0_gT!Lp%Z^ybF<iq&Id$s4b*r7Z(&f7eowRDiZKSHLpt+aNf%O
z!AdrQ*aV%<^2~{YA(`VNN8xSs`(6M7O1m-rGU5Yu-34sEOkFatsW4bETD`C6vMfm2
zP?9RXMA!?yFO+4kfTr@ryU)PNxt8@6@Gy@3^y%=649j_!JWjd3??r)csk3El;aPo+
z<Unz<CK|t}<f(FX)>KHYENIsQXotAc^DZn%c*Zsh_JBS8+}zym#*4kT@^flAl`jgu
zRk?}7i|A!faP}qkhR2yMV58P+*8<2><r`0bXrf}yv}-U2R@2$A+$FtpduQaG>KIcw
ztsti9uqd_ga;*yMQJh~naxkvsYgy4wFl3wI__`X1QY)I41I4g1&UEMWjimPgc?X6F
z6$kRK_Z$@J3U{}qV~UEdH=NC=D#@*W6LALIP#LvuA^3&y^|Wb_FRT?O6EP19xSa%S
zX3<XbA?)Mg7s9c)TreE7ANLyaJ)<3uhmj&K5az;Pd)y<OLps{{kus4!$Dg5|A_F?&
z&|>7nvU1EC6qWxHa|FE%y%n2+K6#)K`x}D|zlJNrE?oNwAC47GEg&>wEyuEutAU4Y
z4amm;vvd(k4!HAR=xwB@$oJ?^r0#S&rk<qQaTc3Mf~}o|eMAbL(t-CPUOxH{yn>5u
zwLuhcyo_k%O4fVsIOId-5kwiPfiakthDOuRg<Zm|p}kqN4x^)aPg#I{N<ke-f~6>C
zH!I<*rJoJs;cvy)*h)mF@H9LN$>!fn-GR#HtqFaFUdqwC7owqT&SWWOlrBBI9GYYr
zZpwhU>#yj}z}{<avvT1B%8#%Jgi`L6vJ(lHG=w^!yhU8MepG=FJ9!!U79ALNg9vMh
zjoHuxRioO|FlX~OW-jct$qSkSKdY-tCLo&C$nE*aJjHo8cO+9DH|Yp^K0WwQG5Bl8
z?uK&6vF2-<?@)5RCqn=Wu}C3IxJ&u&q<+Lq6EEZp;)H%^bpzs<#(5GNg{0dKy#>n-
zZETniN$ne_*$bW0!KPn^4m3N0FTvDxZb^=Cnq_jxCd8(S8LL+#oOP5*n~<Mr4||I#
zvV2{QC&jlAt$acLR=k>qA)hZ9Ecrq1hU`uRle?hTwgKc@@G#f$6fz=aLIAZF$?w?(
z^ut@LX8?QzU(pI=A!Dg~fSsuM#gBlks9OnOAPQZ%RSKXniL2HEKQPC~AE!*iUg%y#
znoc}jHB9_Q?3AmBcZfQQb;S;mQFNAglSqxn5Wf=nTY5+<iISDYBmogWJ_8UFC7pc)
z8S7GIGJ(N-Et^ijGkyUl2xP|GLJ`48-xYU&FiKMej}m@UKf73nAynG<DWo0biycMy
z1j)S$8+?@5S2Bo?5|T(Xd<y?~0SXWB*2L!G2RO%qe&Ii|MJs+2?Aa5?4G=vjtoHr5
z4E;3o2VAPgEVkfMRgOdiu2`<k$Kd4Bfc+fYS+QeKD1M3%u_705C$t`^K-fY_ZbM)V
zRpHhsSzqoV>cgr{mk1nem7bMn!d}!M_MO4aQVs^z;R59&%U|MF%a)D{#}g=it)p0*
zW>Z-_c3S<2@GItbbt8TlJHA4ldlTzfdTZZ8EXL3ixBzR`JzP%0=BxIObHv@EENV^0
zRP`+_y@09eR0(4-{FVXy91OMoS*{<(Qmu^PVP02m*{sAaG~<`sU{0&j#{R&iQpVR^
z<@V=Y*L~vv1-;y#Y+?}@GsLPcnVg-+d<RxVzhq`Wmv4H?TneK*H8VfKBdswk8MVCj
z17|EOOE-!26~3SInl%lv9^K6hLQc+tF!;#((UTYxQGJ_c(udIKrJou3=wsGMN{*Xb
z^Olv5zoEIr#NofOuQ5~v8<d`Yo#2!Sp?ecTqg-iS1cZMy4N6ci-B0^S5LsiQ$3#x`
zdB$f(qPm=6NAF~b=z(+)l1pRIVh&=cuc(LjBvUceaKB2bFXh3K5vqz}oj*`Y0Fb4E
zepq-zrJ~&xaF|rueEu>-1~rG<kx@dq%*l)_pdi>0zV|5WS;b4%Q?gms`389{0II5`
zT~QO23hH+ykwK=elPAMVD1g-K0FV4myl!_5nIS~`ZYOUS>~(A>$MbJlN4=#0sPaB-
zk$Ju1ICZ;;MX#qI^>r}oXrwureuV6!a@h?6PRrl>90QQD9>-{)P!jiNtgMWn3hO5;
zoGAm<J+!anCzUSHdt{d~UivIRX^h<!1NiB#`S_6TXxkTmB~{5n{-}xv)HR(8<>i$0
zRxesA8Q<^%8UR$+n9}gTjLJ7VuaFwcu^Ug5;!81$4J2FHq(90~DR<0^6ke3N6gZP!
zi!p^4i$_J{iu05Cf~Jzs;dXpI1nza2KLgsbfGH@0ezx}fJZzu-rBnt@6wVVLhwUcK
z5v_!K6@3@fA?73<;m0Gs?by%Tj=bizid&E3*#G2%P*iIlmJ*lf?Ip8uk%Aeb3><;z
zBpAU}6@mEixT}eGdA4}_FadWAK5adba}Y1KCvx%lLTe2Ztt;Udh&pL*yq`iFYAgOT
zpGe(MIE6QZ(v|R?bD0t!dWQWEWs2t`_B!%u`<Wc;JFh?O(z*y~e0Ls*f1fu4_m!8*
zc~&r)^O-%Eu!h~vY6)G$8erb^OkmAtM$K<xjWFZ?D9v7hNfFHr;!m_@ynVPt$&vgG
zoH?Sm@u{p!!qDwS%!~YY>rOFU`Mc+bGwXO0{wQ@h|BaEtVe%67>#!KkX-#_`mYu5F
z99PeBQcMlG#9SmxT9?X*lYX4{o6#cV|5c0lxt3A(C+^jXXPBFukh0UcH(4i)opH06
zEWKSwFoUZN_jpY2*SO9bpx+Z7_@h+){K+k`Y#JBW@D3BpzFF&+8_C*RC5ja@Czi{$
zU1E$c`|QD>`x+O|E1>TX{+(lst{U#;j#94ZcIES7cQj)Qy$>Eyz9~Aom#MHR2@iTH
zV}P68BBW0ttuqQ0w;>+?l|?uw3f5acj78a@odJ!81*i_g{13V)%<yH=Z)F{bX+c@i
z)re=S|B)b&*craEPYCO~QNVf$RXQikH8MiogPjE>D2uSWGt%WTSb6kjX+HK@;3@Gv
zT=41y@gf{##zd(HZp9xZII9_@Yz8E%V)6|LO|gcIIUthFCc8x8BtF3Nz}2EwVA%Dx
z@IFv&cfq;~rsl5#soOXf(ugvF-3@M&FJ>J}Z<9`9-rjRryofo?x|7Jnz`CLYhZuo&
z^`d$7zp(><ziLDpMw+ici%)^a$O1&c=~E?31U-AaL|**#%_{^(UcT!xeg`kbjw={q
zi~p3x8&TP7zYsO@v+A!U6e(MIF%2tDmv=`Rgb3-ofC~P7$>~*Rc~>Pz?eh3~PQhQb
zU#Tu1BrcQhE!$QCl8!S<Q>{5Y-Mh%ef}5I)0WSPK>YJ+yc)qHIb~|}>oWD;1-WcWP
z`XhwHvX3=4i^UR6l_ixTiY*uKZWAPxMQ=LG8!>%awS?QKb+TK;{l@Y6Qx=t7Jv-M2
z8Bp;#?{4l~vtt1|{=Nxa_-hB(FufSMu|>C`q;pxS_5nC?a=g9~y!5Y{RrMa6gScIO
z84{LLU-|^<9#1x|gw5NrPFD;2wJ}F?7=CJ*n<fn5I2q8w5uSe(MNz3h=OTj4EOc4U
zGLsbjDDI8^0%mhqlXf4*v=OAv!TfT1p&G@`ovc^qV5|NrP{mdt3N9-12SC|r#z;~}
zT%?XiqJ%Bd*pu=$a8<6PG^bJ}f)qcwLCGaa|0r^1`3hDT>}~0CCOWI#5WuL9HEJ>R
zccBW^cY5*$2c;c-tW%<5D}B!7KKUK$`9BJ{YThYIgXNkcg$uIQ>JRWw#m?2Jc*4-x
zs##o?_i@D}&O0YJ`EqW?<WX5V-I{|1{=16GL@Flqi&3pOli8)S$j9#2tFKFUZ?9BF
zi{E>r<N@L&r@1mm(bLKIrPCQ>|Ef7<b4>q04;vi}-I+w)d|lE0Xtle>cYBmVuB!B&
zFB7N^EFF=S$Vro*N<fT>e-!C_X<v0Rlwjzre3`jcTUow--*;7gX~p)j3R}|}uWQmD
z2K-XB<f>xo<OkwS|0@gG)_N$1l=rF0H*az>Q1>XG7inMJS2#A1S$V%GdClhX7sUnk
z-4)8>!ZGZ!8t~s5A`@HAmF&$s*|-Y4I61Di68vrVH_JZAtw3-^DztBnzd0P1Z~wqt
z1q&VX%jARj`?Nt$YsMp==B3wPML8sotqDV=?>1GwKphTTWqyfXvt~x=F*MEob?Gzo
zzOkwLZ`i+2QAAzSVq!|}vpNECUJ}as{eWA$y(?sd!<&zlsR<+Q=S=y8^Y%|niG;qf
zb=vR5#y`D*2x<68zn4p@ji;|onoxC?#@y9eUPS${8Csf26}pRz>!}6y*9>2%gJWN5
zHj)4Rqu>u4X7f3@t7;HDXkugK18)4TG&6=1zuD20%htH38SL4)_80UWZ0a~?RR?9s
zUnQ&0l5fs=TzyD-GO@VQS+Z@HeObNecEClWM)=x&oqm&OlKpj^T#zs>R+&%P`d6jY
zUD1!tX|7(Q-ITb#f}xJxd9`e!(i|W&yi~Niz0gS&Nc&#xh^TuUTM<La{Hxa15i92B
zv{?qs3li6s|1h1~*;SfiI1zv|xavQ+z0eM5rS|7F??uPQ)ya7j{2!ISesElNTgsW<
z;N0m^4>}cj;BC%r6Y@vAS2sN^_~^W(F|e>~x>NIx0&70sI38x*YX(@ayjKI8i`S=|
z?eQzV8uh7TYl&{#_7)Vl*gL6lEyU9qRv!V;O>b{_3VsX%>4(s+f7R)}Cy2}xeb;pa
z5Ot~TETU_hOVcal0`KU05fbk#u4N$`>=xA>N4kJOIyQdUUuEfq;tNs^bY|lnqnNEJ
zxMy46H==O2z1P&u!M$~sR=>x6waclwkF#a~w7I0xzY5#qNhPIh=y0Z7kBV)XOWC=#
zt-+0a#d}UoCt2exv(U)~yXxw7<OUE(W6fayRgv8RoZb}2_C@RyQ6bGB*3GSkdRx{E
zuOHQ7ro>ra<<A_ldt6n^u+H(+qW`a4yGY_+DRbJwM8~6on(T#?t+F}?L7~?>i<W=S
zxvFx#VEc?^l?j|@Adu?L|5vu1AJhpc^IHwd$5A1T35xw&CAGWdlf52R9g}r9>nc*E
zqcegk5;)e3sA|XmRPOgqq3K16bL(tlcvN&lyB@z)QKQwZ@OoBdqb+uBE|;m6&4?|h
za;Jen%9j7B(@}***&*Feir3{LD*h?CnlBRFg&ZuD;ig0H6!SCp!}ov*y9yEI&?wJ(
zWHs!v?J=|`tm9O2-fPIduK0o{(46w3q7E2JXe`NrGcXSz6A{XTflvjqV&?(aca(Nr
zGyEoc|Fp+QIO@>}R?Z20dWSggCO*0BUco7Rn!u$<jVGYRC9(LLj9K8{_}dW)&=SIU
zj}e#~Vf-{F_-j1%SZ~&SW>nj7?o>upsYAXEJ)Ng1cu!-ZRu`S7{*!*Agh%xV-v^mM
z;jeuLQIlWTAYoddYs5Y?RN~$0nvECjGg5Q;0wUKgpUUe+Tq!K(&QEJ8-o`H5kzO*)
z+OpOW?8aO&^&u2Z+k52bL6F|5`Bqkt25j)n*{^J8pUjJqPlZ<&gh}YB6-7=WuP{n+
zrNDJfUh!kz(W$u*8gt6wjsrg}vzsnv2A3=KtF!l;zO#CB_vs5@)%klhvr~>2dMSQ~
z9xG~=?Q_3SbV~AJ>R50$<H+!<0|Bj5nrsh}8jk2<viLQ-m^X6h6*r(K^Jt}A$-fJV
z3==|^7e3egbl+2WO_e;Q5j=;%8_rMf?f=zC&-mW;MB9@2wN=Vok$t}*5;{NkdNnLL
zC4aaga67lqr!3HIq!6UDOeq4-Vx$c;!Ub9B_2UtgoB>TC5|a0ZF@Q=e_zAT`Z!P*a
z*}B@H<n{I#tR1A+Z5;LvY{4XeFb_uP4~1?nd0YDomJQjYPP86=38r@-kT4ZwIuZu&
zPs&F@5O+e5=oI9`)xMYsDAB}ExFqzP-XZW>Y(Y&R1d8oY{sYxuztMtV9k{I}hu~*%
z^289tL)^=4Fyv+Yde?YVBtB>&7IPV2*yCE9LOW^El(f*i6rSLhR0ZV<)PeG=7!BJ)
z0TNci(Uj?1>4;*oag`X+Nw$7K3QY$*yBZ453tg*L7O&?YmJOERc~Rs-a2MxJQ7GgK
zn-;$i=FQr>#R6Z$+_dsGJcNOn(1yyS7IvZw6lzVy$HL#rBB`)=x7-=nRw9;MFI)${
zCTfgxh0YUn2H%Ix=FeIg2>q8AJ0S;on_AUD$=8<8DgRM8xpcWiQnb%7ffQb>(L62)
zD|w;(7Ml)PD~}Bhgf5Z#y7WPAOPnXHL`6{X?WgkYG$_jh3wG5!5g#oSSAHcTi_V%S
z=A%lM84v6?gNt=OL6wjc^#_-5@N>oe@gGs8)P(lfyo~PU=C1q`ZJlE0f?tha2_r=w
zwSjqOi?NmO_uG{mHRlA`gBwb1R~!S+RddImL_MKyZUW<fXV#f^6Bg$z7S1H>%ZtM+
ztc&S$a(@xt6=m%UA;y-(1kNO0g4itwk!qnXW4@4c;A0wNu;+_SMlak-@NE7a92Sy`
zL*On!t8+f!{b3JcV(^WKIh%b6?#RW?+XyF+#xWhF1~jB$G5Qi(tiOxdjak4Oz;s~5
z*qvAxEGYXSR)<CI&BiUkz6t>2^tfHibojBjePakjH+)=O7itD2M+ZZxC@Z)==y~L`
z=<jF+8Jg9ASxI(@PQ>&9k2VRh{(#x(F*Xy39kY{gp43yDjZpG}wM&t!xxws5$TrRj
zR5L1w4a(G^t}tIjWupm<fBlc4zcbvN!qHFZqhpp5?SaEJd*FGB^_nS&aWXXPJVGo{
zAj^@?qUwXC$U}n5dnBlXd>{V>s5{(mO9xRZZU^WmaX(O74Thmj9_khF`T7CobGTVM
z4{^x4LM$s|6meaCKk^0=kT&~qkS`>wmPR9CqEXNtA`?(rPC^gW_^Dv9jH-D|H`r5i
z9sD;OYVymNj<DCyj&!r;yU@Nrk?!glOWq)`vX7u+#3q1YNrr~B#Vg-J?>BK6LReB=
z20RgV#o}u{Fc?`*-d%xMR@&r?M^KH7B`CN>9tvtBo(C{xB>K_J1yU1zUN)Pmr0H^p
zp+U5;{PSsDG@HVcJKs^?7uRhh)0TpFEXtxE_-~vAb|I~+PN`i*R7n+ed&v|EKzRx-
zf^47|Ap@z0DFv|cJLgjp;hQ!LQ3wcMhvU=|MD~B99=6-WC0|2c5@(ZHC@wjLyb0|F
zo<$yq9!ePkZe#XG_ySij4>wEzK4AAa_>eVN_x}{p-<S<709J^+NVkAxz<g2_Fs@`a
z2}8P_e1nup8V(0Y*`#`JG>J%(Ej&rONBSFa7&Z}`*aYEnB7t?5G>I6+{9W{r=*C=}
zbeZVLh}a<}uBWTLT8LZewhR4;33Tfy23RkB2tg!yEm%&-63dBG3H~Cx!uNy)0#xEB
z!gSu(uq%WG+-9#ugyo!D3y$Ic<@{f}tPwo{U!%+6C*T>HJi=ytoN8^M3*KA)Fwq;o
zR(c}L8}BQby1oMMCU#i>!5tI)FQR{h`?ul)uLF0}ydN*XRhbG3P&kYpn!v_EG$%rZ
zII8OK`X#s`<+lY(u}4Hd|I|=Rz>yk_JU?7UT`}$l&dG8u|2FnvML_&7?1i$$p$o8g
zO$$96u_Jn;eHZ4vsPm7Kofl3!C}F(k>$BdW-tsWHOLL4|cK*s(2TpI{+-;jVtBdZf
zMRHtA!e$@mX-nq(r?A1Y8T>VcScV(-OVKaXbk3ua-0V~AkKm#G3G5Y6o2_D&6c)7R
z4vPSHoSnfT!0P@}gbt}EHw_U+U&PssoQ||-??4{Oy2#2zf%g%ZM)blhSD3TW-D|=b
zuQ5wzk7JS0nm;v^xU;(m|I%z&EyU&U_sm1Y4Vljw_lcWgsu^pEVO!SHtBL#FPtlRY
zeY3h5CgQ|DO1zG>i!n;IW5zJzU_TfI^uq@~(Ixc7dq2^x(a6C%>)Nwv?n$(z)WKOO
z+EXgyj}pZ(HwgzQ`xp^|7T7j=Iv;g#8I8_cxpz5rl=C*|JvD>_a=SqJ$u`VdLd{|M
z|4~8<BSY0r*3i+)`A|BIE%(dFp;k*nql+l-#hjr1lq}I!w-WNdqQx^GQ5<;-{;H+)
zzS05m6xubT0`iP{Pw#MGl=4x-jk-kfQ6&a;lUo!YSHC6uD?(?skY{qg{854d`u3VH
zfRdJFiGv)ZW>joH5Jbr+bBc;5D~+naSn^au)@m&v&~BIs0k(5b{ZUN3N`G)JHcz3-
zN+=AGJ;*^P-;-wML3f2q><V`KZxk;r{Iuel*td9$O@LHxJ@xj#-z$`HN%6CQgE=c-
zQZ%+eEzK*=N!~8LQ8Ku*PlSU^^cxV8p(|IQg-Gaeo3&zl==MKlF_y}Az;2*lOIh%W
z{0ri12<uWxQ8dzV=QP15<VC-={O>6Eis}4|s9u{zg5xN{A4T6GZNkq({SyDc@5&n$
zrQl(SmDV$hlo31mJp7Qam?y(OTCU^8;~(3M;q?*z-j%cxNeV3iwOZ6no0R)iXiqIo
z7~yNEp5YeW7Rm|V3EXH3bGa|)7bR!vE6zLe>px{td&FV9<4CB`!hMq)B(URrOt9y%
z*)PH;a@Vqc`sg?-SV_(=*h8#>sn^&!jQ{)310bq(SGGI^@lJ3{`ZlMJze$o2&)`}_
zM|Tu(b_;WT=CHR4RL%xgi(q8x2x~Dj{7+ewX5nT183a<WRW~8WpQlv6i677TtQ-w{
z&Xy_`ZWOY3@&adX<}=ycsU6H2%)q}YQJ7gtL(Jo!DNo8i#hYJxEKbbHF?xj2SYPye
zHwG{t>A=fgGyRl?sd7dr^Kb48D=MqV02j|Txn#=IYxS?QO?#JWpX743#%mn&BiG$m
z{VF)Th^#(T7&PvVs<d$6zp_Z@Fh5GS<l~A=hS7ri>E1e0(U$*5)mcYHwY_~D1Ze|N
zQ4v8TR2mT^6r{TwhUxC^?ipr=8M<3V#qPZK+Hvg`_1b;yzUn(T+~2zII&1AeW<8(v
z-RIe7_Sw&~;}q_02N0T)tXoCI3t<B-S)@yI5iMuQ_O{;5Q_17A?QCpMKcxcqcUKa1
zKCr9(J@rxH{MPfd^(!UKZ|SJ8l%~z}A9JIcC(^&!7Bw7U=34HHb+~&f#}gOPv6lm`
z{j-h5=`7&2RB%QUUo?rio}m{T<GJ}BpBj<ea9f)3H(t&-W!|?UeuY)FQ^dP#=d~^s
zGxCo&yNQDnQH_zJ&!I5WE77ROcGCyZHCw&myQs@TF%=zq)ORpn+o<YgfQFVZ6+J(;
z$x%6yaIe8fX&*Y<xLdK=!(i-E&a_>lXGs0WDcAN}#;X`nYj^!&z>MY!gCcKFW1v1G
z0dGpw<%JxsKUw$QLs1W}8?-&9TO^IMP>ikZscp|O*{yc1(wbXM8=6n$Q5(QbE(!CD
z@P;cPP{X%|3m##HI^%NN%XM?5<Np)}w(UxPAZ9{~u9sV*Z3^hF$(w6B-I=oDLjB>6
z*&zXj?6%h)_WD0fX|~t2Mbb2j7Qt>L2HXI#Sqp%gN@G{=giF)WLvhIRWw`^Ms80b=
z{q7i#X^RJiXmcj2^&$acq43i6Q_%_FJ;NRtL&^75Y1q5zi37d(#ml1mK!oCegx+wX
z$24+(Fu^=y-V#hjk5lez#iXs^nAHtrYDw$hHcE8b?S31ob@a=g-PAn+9^DjL$TU;0
z8@1KSs;QS{-s2-OU%0+C&sYwijjL=}#l_zTf>@ntm|hO+RkXT$345jgt<F(4Zdyxs
z1nYzOB%&}Lbevkax?YF_EgRe@EGQQDT^9zX-tX}j+D3<Wo)f(H@9H24-cB=hDg@>{
zfa%G<aV2*DDy8Br@cO`zf?4d>drbZyRo?9^FNnI<u}=2TpV+=oc6pkq!$xL~myJjN
zN5O`6>iIxp{{`K~qB}j0>$arEcFoi7jZ(Dl(|Y*FwfSkYrVX{NQJZ7=`kViwe21nq
zPX(6r`!{|l>g-w4(3A466KJZ8N^E;?-0JtV6>Qu$P0~72XPyP95BQhDydLc9x(_Vt
z8|++D)YjeF{wd{JM}J#c)RH#$*0X;9v|ySaPg~nET-R;oY|w}tEZzWb-Ngf`OW$wj
zL5ec_w$#IB#e+8<f*%UrJ5q=An`;_LLGE&>*)WJSXI~pCDCW$=nCHP^JB`SjrN_4A
zqbFpVHqXE;izjYy#v+0ruIs_U=DuF%gxllrX1ycM+`cAvCc#31p6zfZyeMUEIY=~R
z0ya`esqx9{3(5AuSBB4!S9?w$o=867STj6CHvhBg?{dvIHl_tyyA4LaR_eET4r6x4
z_mOi9aJ=o>b&Ng1Yu9))oju)GM=<Ri*R19+mswdE4hm<EQ>ZN;co#~ZZd}hhm~mh|
zfHxAidpMHU8LVH`#OwE*J!IaH>-cO)#W%kt^}qk?Lr}=(8`3u=$2N$iEg1vre5H%y
zI#$1t{2ojk%8*Ds{RXE>dYu9WPD^6Udq400O98)c`bRsxWc!Ft!_R14>!scor(Jbd
z?GOwY3|H;&4D7$H_I85zXDL)>YRUho>zm3=X(e0MpE3$ET8A_08FBKVF9vmR_P|O5
z+;djn3;jMPUZ0oJ-MnM8^MBOu8*jDsmh4?0)Ve=oV2!aw9H$(LY?cKV_2Zj^J(u)Z
zH{>~)dVQ4Uex}asJ&QMfcSFtqzT9vT9Ru0cVgC9x9HjEW`y&6Qq6wcdXuwX=Zru5_
zW0X|l)S$CefAc3kZ5fNn(+_&X{4nQ7vJo1byj_nvNC;9q!CWAoG9LnUmJF&{L)c7t
zo_d0mNh=O~LV807IO1t2I(C01xQT8~9KpO9d2RLxKI5I7irUH?B7MeOVAWKMap%~s
zDJKae_Qt>|gzFq9ho_WLPVinPFk1u|-Ua?3n$nUC!wHW||3>^S)Dc_I)<Seu5q6d^
zH~B2?fN;^`B-{hRO9uvdt3a{)G@w*#yT%*jt{!dL0$HWnE<wXxlr4lJBt)UFT#Bxj
zuTFZ5jgkGiNR6E>o8vH@QYlH;MXvs>Y3r&>wWfx>jU;feal1Gi+Hcr_4@TJNE>*;%
zqU$`9=AiFudKW%K3)GwKf2TZ@uh?l$EA&E#P6Nuix*IUS5AAzI;Sf^GZQOF$?WXW@
z404X?x0Phn-ujITK`3{_NqZi(Qa*KuzEZeu^3cQ@$ZDRcv-Zcp0U;2~=ykvnppQG-
z%0>`DZHB}v$P+CA0WT2untbe2sJmp(b~sgB+P;2JP`!O~g2|>fW&My~4`}n6`Ixg%
z&q13qFF2@IkeG{j-R%`XfFExI+Rvid$WCvKCcFTq_qUPqA>qc!<khgJ0u<#Vl8M<y
zOF+LYeM%SOaufD31_@063Ct?uKeiEENAk4If8c`9>-xC(v)H<ND`Ek@fR82ZC;UVo
zqIi>fN+(lUl!z6dX}#2TzjFE%8q4M`n?gUaDIC3>`o8B+tble$&&7MwcX2-wM$9|n
zIixTqsQ4whj}@}~2jv87)K^J)#P+voV?XDlZ7?Av0<Ug=G(r$ucLO_L5W;D~9TO}<
zE+e1?VMW)8e+%N4&n3GH;ul;X-4#r=spb?50!OC8dsOM2Tam3wtrmwyEB3HMu-@{!
z2shk$`HaG=1e^>RpG`DLk1Yrz+DVIT{5d0H$+|1BStfpm2;o)#k7gzEtD%xL8GTT<
z5k3*ishd;q5kFJ2F|Lsit5*5+;sI)}312y1BsObDA)}q!+tsia?G$x3;#A8IrWdNI
zNpAip)HEzDh{FCb`p5pnPcs;NLd~n2Mkie6MvI@VT>yTu>Sfz$=#PP?DjEEG?;1uK
zvZo6I1)(wR;CvBwddvA(0&afu%=srUYa8k(?Brs^SB6Kxshhpp(x4?H)ygMupW$5k
zX2j@FD&z>Nzi%+_D<-RZN6d3<R_E9G`DjhEe1iFSO7W4QLFSCwL(LrKM(`d*B&!BS
zqpfC7M|=anW?w`j^Xxbs*qzI?Tm=5$yi>e5!o{&3fC3t1(by<mQx&}gqnBGV{BUTh
zmhq7g0Q#GGig-EKhc!UPMIT}#D97e4WM88ej#12s15p%rN<rfUsuz_YeL$N`qft<_
z&vXRv1^q8ZaZVcJ7&9u`l__Vw^z34qSife#xwHBX6F+c2nRH}#UcRJ);>D{Y&!*1f
z?XKNL^W#0uj;GJ#&x%?~zs!%C`;N}!+l*-m`g?H%e|e{I8L>(pCw3swWjl$N$WoaX
zU>l`TTAx))?UA}K<<W8_BXcoSxrAux*?J0a8x3Xk-uPGg6~fO%x4KV+KS@E_uA2Si
zR8487j*_E}io8jAtAcvGBA-%aTc~b4R@CNZh{qjoNf%DX|J{^;e@%352&n#>6k?3b
z7$rv=RFReBBYLt&Jqe(zuuxrxG0puK^&0H`-f}?&eqxsqzm(wFzOOopnA94W5k@L%
zp1tHe=~9!IM=Wuvkuy$}px>--(K}$54^#NR<4T6!;#%;)er(kcf!~vxzMZJ)vRP6_
z{Mo^pbC{5B8jspq3xqATRhmp837p2AC1gQAW15BC2u8&<;Z@Y-)T5#h?4+=Vq64_w
zGq+2Y<0Hqk7&R@$d=F%+I*lKL9^_c_VOS;F$nV7GmcQiRC;UkHCRj-_gvAK<lTXZy
z5^g2$9iuqN<`~XZ(gBq<*PCL^ddP)P15hmPCR%jaSDphsHYJotVk`=6;oW3hn{kAn
z!H|zp{C7<gS%=w=75mtWITU6KTh6(OWV7#bW6Gv-^0@kBGUqq$Xs9FCgXc5@!S&>>
zvUsE6BGX<vS-ycOl)Pien9n4e5V@=(Nl~d6>zMdkQZqY4ye*`hZ4xu4KV|2Ni!GGt
z5`C~PTQ<z_*DC2UMvKM>uVC7#r6sXUfl9jaFXl((hTx;DFlF#`G4rTmT+3unlQgNN
zH|Z{o3urs(d=n35r2k$2doiDZGb~!Ul5tOWH@J%NkFI!n3`3wDA2}E?RCA0Xji!Zl
zo}@X`y4zXM$8?8Qx1y_bMbo>)K895zBIpLgzTt=42Rc(Hu+*^rJLUVDxsp9p!;pr`
zr@rrRfR@q<dkjUzw4<Hh6PM6qIxs;v`jWOfH!W?OF4{tAgH!^*Yk{kB1aypeQRxZA
zfYKGa;5YMW3Nk8Sd7uJ;iCef&@e;dxvYqM&Hhqj@U(^&TA`v6}Sot7oJK=>q7}E}<
z%Ff^*d3$6U!jyP}j7KyqOqAUr875s-WD?DzUvqm^sB2~R#A2SObdWTFe<@8O->hXy
z-ci2h-jVF3Imca-Y^Hq;*edx%S5E4dKBm30)KHZ#na+H|`6@obYQgOiv)GFPGI0cZ
zO|F%A5@%lA0<k?u91tXq;H;a35TEA&ER-@!R3_50zl%IX1K2-=cSOxKTHz`YAqOes
ziZWx@2>GI5|52e{G<8yu@Q3h;g;Jn|_Ue3gl;E1`B6fnHL$#p#4?(T6EL$gtR<y)?
z7X&FB{R;)Y^6Qf(2{^I=3nkyoe`j)KvH7Qsc9?X&&akt35<gF0kTuF*q?;0h;LofJ
z^83KMUl;50j31$D9;bZxp6!>Jk9ptPQqY@tJ6nKNY#y-*l9kCzYuK{vA}`Xk*-yfK
zWXf_m#S2i4KT)z>JmJ7*CXEN`TaOOqx%Dio{K(zcxjFL+SJ}RP8H0;$`^(Rt>(a8o
zMZ*QE#(MxkvhfQ5LB3IM1kHh=4P?lw(mi@9+&=Yy?hrC2(o07{dw5;YmtoxP^7L((
zUwHuDDL&Wm1ips6SicF`3*Dk?LkrDc#~s8br$%W<aSxYl*YXLeUi!KK!e4e6?MK4v
zvHKF<=55ej#h)j|)*T@(fIQIdBSA{?H0Q|r6s=|wWnf8&dYG#4iqb5gp0;DEduV|c
zZ*Wg&U(%lvQ#5}w)`D-Vzc5RR<!U$Po8+r10E-(jp!~>sJnxn&jrG!wr!=t-S}4v_
zO_pFHfu*hxq=09uumV`oCZ%40NiI~J65u1E6y_5^=5;CR1W>y=`O$x8r8z#TuZk4>
zZq-crH&Cr|v0Pc?tVoi5PTC{q$;jbvWuIi;^9ZspvN$`VEM9WcqQ#af-|Oq}vC28R
zGr;?bfVz`~OnI1gb<%7ZTC*h_B)zSPn72qepi$dtCGTXoamrS?xcL@tx1ywJGY}xJ
zYz!#)AS*TTR<=u}#_+I9lF#+WJ$Feu3|H*b;)gPGj3Y8%tbT>5Cl^;FKhSlm_L*!~
z$I$|bbf~R=Wt8NPR=+TX#J^>Sr&zqP;hh~{JY5F0P~?pr*J`%F-?V)KCRN6@g23Cd
z^P2yGev5Z%x`D7?e6NX*?4B9YB1axGM^cl}zkDdnB7JI~46B19ThkH5ifzsPsKl(h
zO$*SU<90MW!%7!#Y#`v)%?xXD$2D4o)*m43uxOF;TitL;u>NKYUSBb}@f6{7RzgEA
z@mpM^$(8K5xXdUapPV_vG)k6RQS~I+5(`CaXbz{|hn{b2rj3*bHrUhQnL49^F)g;O
zzM8RS(L=-UOvf3w>#s9LtorM)>=X+{xZ2pkt%tfdxNz^4k&P0bXU4gDM_zL5H2ql~
zauHo0&g0GKG)(5jS{>4?<&XbU2oVj{(kckgctyIRbhJK0@+~7ye^SyHBhx7)WsAb<
z4oISBFmx~p%IYt5fT+cyg<o&V*9L$;)L+*0m6jM%)eq9Q>JF-B#Msp_RE&jZwOy*h
z8FcM^m94dn@{VYHodZ6}sBLfpZ?1PYEiIj<XB(~4(RCLMo0sj=()1S>k~G~0+ZnSp
z$Le~m=P1sLe&wUg*@IX0pF1Xlfd+ot=aSvJORd24sde7Xo0m~Eo14xrj8PwH3Yh+n
z`h-5rIzV9~I&P^U9I~psdQ;W3L9f~wxv%>dfZ&PidaEJ2@V7k^VJPp%J#KJ~^S8de
z@HysKuMt0<#e!`eJPi$~T-C3Ky~%Cp#UnN);<~x0vhWL?KhX!h-*sNbXk7BUzoNgJ
z&-wXAIc?E`1@=F|&?{YfcVTzs&hBo+y-E1o*-n@jF6?k6&hb9i{yVYBh2M!I+L?D&
za+&=W3fk3YPhMAn?Y>9h<e)lFP~#Km?dPc<!d=@kXgcru*4wm0F8cP_v{LiQHq*He
z$EnFZ1lH^FyIsZXitO7RaqN*5_uCTKFT%F9408g!b6bKr;V$}CYtCZxs?_tsP74L8
z?+y}`m6JPXion_Qw$GxB6}*;rqB&uu&3VGF-hNH}!p|;E&GSUA=3Rl?{*6W<{$0V!
zgXOb3W+~a(zOAnnpI0nw9#tShzcxiECVM?<#4A!<);H4Rlgw*b&-_b)FL%}&0?SUf
zXX!h#F1F6q9aw&?>3iMH&<%|#bqp_UgP?Asi@L#Ytk;##{~y)VajN;xvV(0Kntij5
zw3yEXTE4$&VZ-{+bq!e!NUzPNYU3-HgT@!C9`jzp|3%rA3pS5b!Sd#8EUM8Z!A54+
zu3g%>ZWgFJAZYkLWWkJvbzlg}CUtlRw933Y^)cDpY9jMhLE3}_^K<u%+=F@~Em((v
z?OrMz4nf2Q#ID|t1kHH1<}8wAb79p%lzDWm>}6~jryMqzP^jFj_0H(}mFI@lm~Bg!
ztzL#b6EJINJ+6JG(<&;CXB#u{4$m_C5Xre^p~^R`Urmh7xwF=v_<d#h>NTX@k&lN;
z$$0-e1N+D?W;zY#k=NPE`f4cVH5Kxe0&}))tcK-9Yriw*=4jSP7@C!~Lq8eMA~gf6
zm`nWk^nGCBXFB!+n2T)x=&@tnHG5;lzdkJcIXuE&kW;XFF+VHu@?aM~FS52jnxEir
z>ZS3Q%=GAO;m@@F+4)Lf9zjWK|3~dv(<=+kS+r`JY-Zx_0lM^9<jTGYQk*}nCsLX|
z)3Ya7s+_o@W4^@PUXqdjQS#Lnw8=ScLlK(qiEI0%8f0Wd&kyxke?a$q^~o7OyIs{$
z6LZ_vNzLzZ$;|&zkkyeUL5|BH$K;c^x^IuMG%}=TLH(dVvMaQ{ZKi+cN8N*om{yW>
z*t~95^e?sDA6#6yW#9+&Jix{jg$M;j3l%6bGzWVd(}PGWUx?d)_FK7_0KuLOcuu&1
zzh$?ZHb6MCbur)!4BSr!wIkNoUxG%V9tpDH8?aL`dr*_`3(MwV5{V&+OR@iu?E+@u
zrcr9`p!B8Gm7DXbHWRIT*8;YZvJAN(^OxgzSD^lsGv<$>uBS~Z`G)*KPfl2Y-peTS
zFGRzcPIm6}?JS>-wDN~+ardq2ne0(rU9BT0hFb}`z-d8EhYGpY#h2jExY!kW$Ti%<
zel3Vw+~*T7GkkgNBL_-Z(zjh{6=$UMI@{{|l8@}$wMQgu#657G#G&Xo%vHQ`IRk!D
zT;cl`CKJ0(>|#ho`1M7_3_YUbQ`uA9EY0bv>Du2|y8x3k82B0B1NFkf#}JarDgFS=
zPdVEc0--CqCK4DIrK{Ej7oKgs-2SYzqIrk<T!pbw$~;-!YN~|2suk6j6#9av>*eu_
zAiH!f3toec*Y!_KW6qQs*A^7W2BO;Mm3Z_ftDVZLx}upbRj~FrSTvxd#k_3+_@-%I
zTqju5P-Z?d8fSbl(Vv+k<qrRz-#S8XGZjY;_o`TBxS`z)b|tCrGjvl;ZFgINZSB{N
zBXJ8s!uE*^d}>ph=S`f%WJ)n>+)+0xGh3mU;hK%gvp6j95yOw*1$hmH6HmfN^Mzy}
zYIUp+Wg~X6_Y=w++-d6^{#nAiRbsdb%4~^54#6KN_M_WT;q+iE0|SMK@JTp+-d4gJ
zf-r_gT0u(nt|m<&=U9gbtf|KaZ$nggeUlJ&oj6$@jrc}lQFoz!k}rXmVO~-FbDMFy
zXy|2P{C7Ifs|z1O|6)B|5X^!PL;|leRSlOR1*|Y>Gpvzyi~>aLViy8`p#Ef!=G0-<
za-h-cu#Y%r=Y7R=aqgOD_Dgt(zBK@$m~R4sW{UxmU<gm_Px=AdCAwGp1aVh1nB9W9
zBw|KA!Ptnh=V4Jak*C!&0bO{h7g}Af<r)KPlQhj@N6;>{iTD)isFDI6!4s8|tP{wk
zih-zPRE7Mr=ii8R@*7sy1x8Ur53uq}6Rkd?W?#c;(H!6k<2RxmxTD?|;0nE`CuX_9
zN9*1#J&1Uyz3XX!FVWUnoffPSX}Y^A_V$3y3jtJ}pM;gQliI5ZSs+}?!I~<_t|o9M
z3bwley)+uW#T4xs3$v|{vie=HM<nU?EWb7!rGHj6w8}+r2(X}kHGT__+mly)4t%(?
zBI5(}k9PaWL$LnVhjULsCpECFb_q_1cpXusEft^YE|X8!fcQwt8(=+dAI$?&S9O=3
z0*9sl&OoBvBHl7l7|`rm=AT$|zirNnc(&ceD<L}V0O4==6ka%KB@&GtAlIS$Dj!nL
zV-KV~qS@p3L@c9yAcAIHpq(I&j!}%`t#V8s&Rdg!OT-`Jy5jc}OEGeyKj~=2-y|tz
zVcIP62`VkTjWR^z&4N<=X$@l(=U$5~Y9hT&^*j0$L%^0|k<2u7EbayKOZfo;jx~@v
zllTXFW!N#2n!VHgB=H5iZj2I;n|k3#g_D&?<SJo2YYDnmn1=j}`67%dJBm{YgHmGf
zFNF)k<`BAt^W2LFc7k6~fcXSDF7%noq{xBaQ8_XFk*kzth)?KZMP2C?%uD&{WFan3
z9vG^^J(eAu`4mTy{Whj$J`2tOftaSr;V?w~HAWgD%78%3N50hEE1iTk)$x<AVBTxX
zLT6wxn)NfgunW}YaqJjnx(yELP|LPJ<J$V@didlPI-Gzw)D&A%i^4Z7PYOj}Fm4HH
zz=Rn6W|m=Q=*GtzCIl#V@SQ9K0_aE5zQGpt$Y9suS2{b3uOT_@?kj&sU2iQ8@j=gO
z0nK=b&e5N-Xz6*Z#}%8!0qmk0N6Jq2UEo5<4~`7tR%Fc$hh0kO;=V%G2FCM_psT0e
z78IaCV-&+tS46)H-XogIXoDq^JDEj@4)Ax@6x78+FV<Pi^A)$)O}LATdpPNY#HlK-
z9RG2Q;&|10Qav!+1^a1^I5vq(yHD^0J*4j?_7_Aj4CHAm<}d*iz+z|SOKR%W<?N}H
zQ)3i=yXG>ffx3l{C9k3VMqEVcqmKZeP<0Gtem;%E%wCS9=QF=8($n{|&{J&~FPP))
zrEVZ#c^h~I#5Vp+f-`BDUtYV5JjCbZ0Vv)4_IPtffxl<rE$UJJp(%ZIKYq8x8!9z!
zP`-nkj=wMG;3pG)%3T1*NRBc|u8?dm{TX+kd{f%Cu$uf+3ZGI%?UQ`9P|7XXApIT=
z9mm$)#;wG6)*S*&Agt3GbB+=>X}ED2B!PNWz*iDUjh+%hsZ^52DHrqn;coVy*ox*9
zY!i;xD6RqE)u!Q`1q8iuO6*!<wc%rch!|jaF~y2ppz*U%iWanQ?^bp`M%cX#>xAv@
zEUZ3<>ubB6y&B)uav?UA0Bqh6FoWRO1fRT`WK@sm0mN6u+6n-@LR?YZf;=j&s_m<I
zA?Aab8NZ8n!91dEBmoGr&v~gQ^0UKZ*&y=Hm=>EVIwjZvx<^9^PC|i*OM;j1?G^6A
zdC12Z&O#9SZ4^m(61&?6DU#t%INT9G#kG%7d^_PD-Xt`D8pA8YE`tBbYr$PBpUoR3
zAkriF!NhAz5Ad7GZu1`rW|4O|91$wW9hUnNw6a%`Pf{jxCQ&}YnmH)i#Ig|1UfQR$
zYOXi^;!=06(tHRMjeCi4&S49m#B{b$d=XR4$tHbaIdev#bu2bFvowfxgWHz6jh(=~
z8>wXv^E~FyX8*?Xb}*kP#WRm^MCQx<iKMHN+oT`{R&odOC*!VUqy)%JlhmX<WUiM?
zUGkPSL43!%hk0Lo*+I(j64zKL?kO5siy<QDQ#H3CE_AhKYVi>Lje229B%?wFSW?62
zRbKbbV#KMYI8a#E<mOmlOp6;%Eoyj8I79tr`pdj(i)s`WyU{M!+a?dtWAvvZPSH8~
zK(A5SU;0T7Q05u=It#@)Kw)+A2<6m(_V1u~)Q+~PMGe%qEt8X%(lVRG5i}a7$^0oZ
z>JHNthajetTw$T;d77Q&H_#&Wx2o4QThu(j?Yu#C0H`A&QuPDs5&TY_1z$8<sQCha
zXZ=Al9XV@^;sI$DDi7de)K+C1q`3NtG6dG0`&n@vab(4?VjXICuwHQwlRZ0M6^7Y6
zAxMeC{(9zxQYuDnL_S8Ym#;u?t#+0@#UgSS$og<!mVcJ92(Vy#Ss&3n5h!mX_D;x?
zyOE<THKdTF3B)^yKB)tFcI8LOG0L)>EJ+=8#qvlAiMAjJFVWLZ&gzs#(Y8zgNSzpe
zS|~DKoW%SKzFX|cGFDC&J!AW114KL7t?_N52KGOJPej9<q*)oFpB%Rd1aS&?yzeEg
z64ndf!d?l@-_WTj5|)YrvbGE7i(KOE1)qhl1GfsE3Lnl|B6uf!GC?QYFZ^uLB7PLa
zsGMP7L9Fs<`B}jv<?^gR{z*k+9EIPZa1LC==gTj-f8sAzcur^*FvR0pL^R*O-WPh6
zA8MeKr}C}z$jr68?Yj8b4?JESXz?JgurA)cp1Vz3J)wt>5g)Z^5x(<^TeG1U9;hX$
z>>@9y>0o9Y_e!HrYztS{Fl}))H`Dafy^upU7$(&7dd2%J6xyaySndQk*N{>9sc?g-
zwB|@kp|J@FS;{v0fj9Y5jQ!BkDfx|c&;WBJ<%s_EuM}KDd72i~t^s%%r-Qy1I@ZsJ
zE=xXbD1_%Nb=RLpdiky}%tcjCK^yT%bNecM2r!Elve2*t5nYpLw)tLApnHrSNuI0o
zz%Gx})fsV33+~nZfhSC<)k|<s&CyLQb+v^;2y|rpzUtb#Zo<!ei1q|&aS~iRksQC|
zg+@g2UO?2eQo5!@YtK?9n<I{W|E?B;Z`AVXIaSS?eT*4-9qKoXKUQ|DLzo3i5UL*L
z@dY-je&+WnF6v@tqdDTp<Bh-dV4u|Yc&{t}R)_Jk^Q=@zK6j;~vWKsWxUID1xA|OG
zoaPTqaaK;_Z#UP?Lu6&CA*@QJl4&c8l#gW0T$IvV7MjRVlt|A-RLM6<H9jJFg;YId
ziG02^-C}Pkp|_Qyy41=^idWi)xuFU#t#4w2JV+B45h_EfH~B=#>@?PsA4+@2PT&-o
zuW^c}*xWd~Vni{&ftPbio@**jxGT#y+J)bjQtJsm6C^L|7f-$^0cghiGz(SpSNEIJ
zJ4H!dl@&c{zjZoPr^b9~{|49<sBY&256sEz_!G3tPS%+PwlznH1Nh8w%C7Skz_W0D
zM<uW{ExPSJm>tv9`WuuISlBup?lPyK%@w}Q?oR71_<ghIr&7W#R5h?&4ofch(B=XE
zC$*<#Ke9h&VzUhGzxY|x5lq<}|7Im-yS;l;C+30KzJ)oys;X*7Ya+I)U|I8HTzAU(
zrWX8}Wtc`V;r?PwLl1HD>|2dXh-d6WOq)py##Fd)i&m9Oa}GtEZ)&ooR;PqD?4-?&
zK5F98b}pV^Tt^R{-DsLipKl*tznFe|%w8B`p(?43JK4wc?Hc%;<mAmJ^BiY%Vf|Ci
zp+&9rwwyb&$@RgU)An(?&)oACdrMjIx&bS8%WF2R5XU9w)ISq1h<a&g5xrOxq8}2S
zneD9~7CpBwsGBSL>;F+IQ;iCg7ix@E#U(v9JW?Kxs@E%&Q42?P0;S!oojR&A-9At=
zAiMtmsA!|!@G#G@o?;kCI%JrkKNCgN)$499yjNGQ`(xIZI)}PGdy2Y5?)YD-VAWc1
zNp2csO>5bOxZKr~Dwl`67<y2R_ErpCulY2&Wz7J<!OE)F0mK`l$m8C~Kf0!|dU5LE
zRi^>bu?L6d0V6`>1HXelc~=kMA%T;R4Q+wgoA=J(;4{W3`gqTlzkF3O_*H7~U^7%7
zyR!c|d{&5Sp8&!3cI&f8mQ6n2e;4Uw-p_Iy{r4EfiMP}<@7SO-YIVv$e<k{M%wX>h
ztaWf-PbSXF>$mQMIOF7_y$QI5=G96}V&IrP|K~WB-S12!rv&z5NqI3#x{r`ug9E#A
z$b(*WokQf0lYi^FPS#s3ZMLHSKX2q-?Zq%a$tSxnGF~rx(6x|R8uYxQn`!i_Xurzr
zoP4cgm|1H@Zn(iIv8Y(eTxyRSzcg9cCFS=oTi0=xzbR;Edo;h>%fAi4ubX_n?V<U<
zzsck%IP?D~-)<XOWpY+0RYqPWZr>q`2x@C{klyifYMmy1FnMh&Q_8j4Uf(9-{+G&m
z)3r!zNM6{{s8uY3wVl&C1SwjlYV=-i&F?fDCtq)wr%JK9Wk8C?M;aD(_)OKa;^DRt
zz_D_k>K#Z?y_8u14XQm2TLa$%NiMjHngMT$`vZLoHL$=BO~O32dCW%QPObi<Y@pV=
zb$aDrpdU(Q&EL?Yj7h+22o_WX=|NA;zXJEc>S8Y<9^=pXz~R@3IGf|_PBL<6wCFTS
z*PLEfYM#>lR=FCNLu;xzN|+0Y0PZE;$=d;`CD+G1gw3MPn7<janKs*Igng0$8TgW4
zOu5y_DfXt`kj0nv(JoQFD&NqLgYE*RGxp}T0nahl#8`uQEY^G{kS*(rO%wYq=R<!)
zP9opa^jAR!KSgq&_#Zxsys;e5R{#%JZRM}c=?19y*OtWs=L@X8Ie-%aPa833y5LUl
zrp!TQrBR!EOR-68EZi;sN$M)iljqeQsu-3HXJ4yU%jQM50wzhfdRte&m-gC_IAM~&
z9!5IZsHtaVU#y=b>drr_R}v2w3w2I_Pi1ekYqJ9?uW1<3bE*^72Cu;?y1Lm0!pV?i
zcFR)NcMKW^vO?N&gn#8FG`}X!Dg4>E4p3eyH1%ZZD{%F9qB<&f8#Z~BRwn8%+mvx?
zBuQQOQh-AW!<3BI{h7kjT*sangpPtUoil5mmlU^AvX+)7v}8mjR-l``=l!TiG5xg3
z<zOZ8T}p_5u}D7%gO^tbJ|dc`?Fg}`owceOFy;vOQDz}-815dqm0*W_>2Vb=LH`=}
z;$L?huAK^?>1sinK`{OeXaIC6J_#;>KdP1?ccPdXCiD)>gGhI*4c^)ViOD5+k3CV8
zi|x);Rme(hHy{~};N=59U~90aAp(4SRXpq-(J`HA&Xeq05{L?>gv{B4G*ZrvQA}xT
zQQ3F0zxwYg9}1AO0boN_VpzZ(w601ANGg4G8XZPv3`T(AawcO=AUuw_V~pZ9H}5K$
z$a$fnmjk#!c4ifZyB|Fdu!84QF#-6DSC*=WEaVM_k3c<m4`*+Jrtp6C9>Qr&utJG!
zyE4AiS_WeUR)kBxqGnY4NhRejfcw&EDVIUMlHK8RK<_2u*%{y=$@tE@#=?A*o~lSF
zw$lNb$z}O<fyji)D$U!nq?$nWrIf&0g6dJ&FmSr6Xx2ZVT-EqnuR)x<t96c?TZnH?
zVW>)uG-e`<<u^@5rCn7!>l>2mYQ7qR!-4=TJ#W@-V9eNQ{37#ZdY{AWYmvPyi0-ka
ze=2V1OhMR}t!ry5^{Z61WF`kyA8pcwo~Uta{5Gqy7E#ZzP{s=M`eKN*8=F%eN_&TU
zU3D7nL8z~dE}2SN0A{URPi}>Yg6WhYq@&w;>d~>8DRaO5z;F_NsOEsA82KA;Cv^w9
z52A+IV2SYP;@S8B<Zp@B2pceSf{qbQxCw4x(qmlF7{zGPXG0bvyhXQQ6jUa~fT+Wi
zL!O|-xa6Wmm@<NU;!Nyw;*p>j+z@$&+cW}zJY|gHY^~c_`-Dgk7K2fwtE3;$bre5v
zAN(k_qTmPe5RH}KfripWfn@Y^M(Q*ZE}h{rMhVijsWmRFUHrGT+u3O12-utb4+sRU
z<j@PI!f~8OE7Fnf+``4@kSK1~v`7qxOB|!jr@FaT_DURh7iusPdqRKhTk#zr9GoWZ
z%@2Sg#jxdFaA$Gc;#|0|ILP%8>XZ3MxnGoec6pmNpZmCquj$4g0nAeGt8E4fRmbyS
z;0?-`@n50Y%A`e4p#h4Yu3M3t6v-A!Ra0s{4U8LJ@v<QR?^@kt)B|4BPB1*nJqU`@
zbK|SQXLRI6L@+^@=_*02)r_y6RbDUI)78dVTfV=e2PdgQwv_>DYc8}n<fZ~`nr6m*
z1sNJHE^-9EYCyUA!e42}XU*hcWK(e>3qxrxdxsgKZmnWf57DjxPGr~8KY<>{v@j<_
z_xiOlzre3L@8KLqOc<*n{SWCe{Dqpy%xGd5&;~6g$-rl-hRA=ys96%K9pdG(yEGrP
zub(sRIA({lj`<0*c8p@*m5?w1*e&`6oHf!NRe_hHBPw--zp;xlTS<wypUW1IYYE-H
z67oLc7H2qJLi{!Fz!!-pBbVSe(MV_)Vl>hUvxC%E(S%DRzs=Z>-$3<=<`YiS0)5>H
zcWI}b^Qg77tri~&_rNF&5j6urWkTVjs1+=qauE6!>-Y4t*eZ5O)F6(<zPJF7i{Z?0
zb|QCh#>Z@eUWli#k`fJz5w^od5gx*kG7|Efa3JkHx<uF-WrqO@TYWyEPYMT|?vQ2)
ze?9Z&vA{miLX|(c7E+}=37Z1TQAU<-Kul67(v~Az<<FOrPz`d4&meM8u5mg=I4c`(
zWxi9bvHl@xE9jEpBNPTXr{7!Z0&CP^Q+p8e>Ixz+A)T~CJ|XaH+NVxi@z0dwqZFPN
zP~K)DMF7{ddP8o4hnllWWKdWmICT;1q3KE_3x2@lG5-V%Vk~sR5@5>lkv8i)`|qM3
zcv}vn%mA9iwW|DBc$K>euqY{=hXQ$p{p7ENY?ymbfP*ctm5H9he)St{Z{}78s5%4t
zfw{0Y6gZjr7WAs%Cu<i}zOs?chd&CVang~`=Bl_8QEzNJ1dGtW=A?MPG5FL;&=$-l
znmhaw;2*jp@?HKv^k?YjiMtsGvAaT#F!}hUbEh&-;jh?sa*q&pkF}TZ6+MMC5qk$s
zCCB3VHG3%egdh1+si`DT!aZ6Dxjl3~?GB~cV-;-=<(_R1do#^E5)+v(nj5~H7LCd#
zY@)|j_Y-e3Jo6@!9y4wy#FMWu>q6QnT-G#?3i979AKMYuZ1(uGL7j}9#p^~AaR$Cy
z)eZbvepPM+;T~VG0z*8*?+mdb74i4axl2^>|FCUk#S0`BElMnUiR=ra4|72FplT-0
zNoLGp;r(Pj%l8nbN)HDU2y|)7oL0O_dfV2#!A&ByP-GKwwJr@|g-)*9T*<;TYyZrC
zfZe1yvwR`0L1Py*io2uUGba%HQGMFBjTI}MJ5J3&kehUH8EQ_WzTy*_)Zmj1$4HIc
z@%ynA^`amRR$dRBeGaotud>Cll#=l|MBEX{^&&1<BKfoQacPF+ePvMkDQQg2@?}?~
zeL(Ag>oOKNXxe+lUT~8+l8S|I7}Mg}V4H=qsytA=@OQxc5`@SecrJaas1#DXELpT0
zW<E?tj76kOyDIsH0GgvwN6fF@Mi_;W@roe}fJELYSZy(bAA#Vdh4AZ9glH}QGbX_Q
znLvX@PHPmZu?b@;M2_XY(0Dci{kb-eV~g!8D&)xV!KvAtPlVQ}gIpBxjDHUICaG^)
z49`Hy7_+DSuuv!{<1+aopoCdZ`A`U8`B6Wl6tenh=c5*|o#{Hi<7^Pa#`OdHGyPX?
zlYP%ZA*r-p_K_MAoyCC^s2KA&my_EWU0lDVLdH)n%#Y9X;+kBqGIw)9WA=ja@i}4x
z<+ylj^(pFp@y+~?G_3eYvNP?zxGwT3Jw^=m{X`EH!(4~yH^gd-ilszMBWJ4Ht0O77
z>e74&)mpVbNkXNmCPpHudzD&W3RSJ_aLuM+6u<wMg13@p8WmLs$P4SA<vl0=Ww@E-
zM#<K1jdZ36^b>qTDf9JFuCCMs&3LBQ!h%-S5er+(?6ogTMzfgO;qvdxJGD(!4?^c?
zuL9un9CV9nzdDNa7~rBYdo+5i6p(-hby3BS(m=Iq_1?_2s@t`t@gG!&LHk1bRDVN`
zdY({!fqr%z)U1L2dX@;kSdmq2k76YVS`w@XhqPu~Rk*`8#)m3w5zQeJ6~3rNo)E<c
z)OW`LWg+VMm<knUsUcvK6ooud93f?*Iq8?BWbC9kq!feW1eZ$H_|CcaWxj-2jtUu)
z@av7ts<u!yM@3JF%Zu{F(@5mB_u{!^d8}4EgF+1YO&mZCo{JRgsZd9-_&)X5dx5v!
zLRG&P9Ag|VR0*A!^0ehbFV@_cTS9l1K4^h(I_utCKjA{w8^<c)Hg=oEew>Quy%sDl
zxXRBLm{QyLM8US0bUsY5GqA(_%N~#Od|$y~M;-ryaLIqEs`Xs9{8Ryr`$c{xHI3&X
zXT{iY-^jiP61h8MhdgxLD!GSa5wAvi=l@Z0oGcx#U?S(LE->Xf=Vu*$*=o+8T2o*E
zhpx@=fUvJ?BOG(MixrvwrAmgHM+=r`)iu2-E=^E3<(FlRePyZQtMAz+X7$WzuUd<$
z*H}v$hXA@U3O}ByDDH0fUY?M-uOX%KuN6m3t7`xeDpN{rhcD8k0_9J;*7z9IW_`)%
z1o`z;kjLZYqEkkf+JubJdNv5T!pZOgf)BrDP{LvsJTPp8E2niB2jTh&cDhqY<d_!Y
zfu){BR{A7(VuqdWIO5Ing}Q8%I6SoODf;e$5}h^X+_Wrx1Ey<&m*zEYaLk@N{{AYA
z(H_T@rl)Ap_~v-5<`ZFi7)@g!cKh7dXh_Rle`pU7A592Wu_#qzl+e67MP$ATB<gik
zQCgcCNvnywp!!aq6#7h6M>qJORVeyZ*L!L&x@tnIqLh_ovA2}@_muZI!)Y$cUEJWf
z3S|kG9x75?=C=6QDjK+}T-PWba<vmkG6}!@|4|?XRD3v9r6>}=j=d)TD83r%A}5Jg
z&+m}CidVUY%4dlWO#n+>#q|GDd7tHx>LsaF@-%f~>~7gR)&9__vSq62^IuA(syVI?
zq@GIO30KA2#4r9!WmNQ&^MEVv^u-q@MWTC=#UB?|_AV^Tn|-K{T7J-BV8EloJTfsh
z0w0V~r14%fJ-z2q$&clqyI+(um$16$R2~U1bZxBOH#@bvujZP=>K-bf(!4We6ebv>
z=;jq8BJ-8j(KV^MYk6d6FkpSeA00&VffF~|zkq#b9qQN*e&*29aRyRg-uID={$<Y|
z9;fWv;~}x}vNj@gH2h=hK6sgbqItcUc2;`pOQfBHs5J*^elMtR6L@3xe36Apg|+NL
zJ&C*3;(}QeUfW!OP4rvSbOGn&{;fF&m+e4rnu6PCUdM8j7HYA#lqpA=8q9}xW;HpH
zR);-ktR@5favBbhFS_q)v?8B#FqsxnVCJ0dRQ9ju&@A=qzEa{E{$O;*o^7aN#)L^s
z8<@?$pH0@xeeNjJJZ77N#BhOSjzDEw_$U9Xm3+dql3yQ-H-6;542v-4^FR9@s#o!E
zxF^+9`NtiKbgu<0^IJ0YUlj|REHc{4j>h`cpOL)}eN!JH+v?k9sFcCovkVhuN(Xse
zrL@AFZzTVJs{32<<=o4L<K+%To+8^SpRxjC4Iror3K%j^C>LfOglvbnMv-AqxOg5A
z+KhZ}&E<=*vpdh{$txW6(~Cl?i2_;amf8aZhe}uQ+Ztj`GTbh69nc>6aj6K@is|tj
z0Y%^#)>=M{c((mU=6cAAy13lmV7qy*3OkWLI8EtFG`HHjVh#2{hOSzJe-hbV^Nx7K
zb21={>}%c5&!*jLeUciFgK4mtTk&7G5xJL$Dy&!GZt|qc8>M9wdAgt?kNSGa@k%*8
za;~uI2E)#J6+eotZE;!|#bBvUr8zN|u@7XinIF*m^9-!D71xSt*tKb$r6|tSCGKSi
z&epk36&JaStvB<1`Kl)5@?nuciA}mB!m&EiwW1o-q3lsncKNIPqoNh5pNejak|T`8
zy`l<_b>)jhYpnP1r;8poI>k0?$cn7QDQXpSbE=(cHOe|ut-Mqom)oG6ky=wQqToh^
z6fRZF_du4ORG6&);5&%JOdponH73a6%YQR57+;cJ)*nU^(pwEn%XVk))m=#$&AU{$
zBm7YQtU3>m@RE(%Q`X0M-^G!pB~eqlw#g2}z3s4PkXI(PDv-8mj?LL+xU7UmXv$D-
zrRjdSI=9wTFy~Y8S;K4VKY1U-%NnFr2Xg<GCj-Dm-i&JC_cHVHVTh(Gv{VfH0{E7^
z9O(`=gyy3XVVh^JMbi<#GJE(7Ms{gid7Jcd#onqP^x*0pwOMdstq#m6832dFSV<x%
z2ALJI8wNn{oSBCJVQ!2)hm=i*_JRlCOv!{2JoGBHt$a7405+lOENWwM8DI$Wb|n<}
z20u0UJgAFsW5#CaUzSLU3DKR*X}~-er58|ftH~cqtO;e1ZRJJ8w?&JpD#@%wOwC5h
z<6t*{6K&RvW#C;j>X;UnQ8zbZ15F_~l5>;JC7B9F7*H^%B#0Sb7+GG!nv~F3xtDb*
zh+Mgc&7FQ3_}Ki(Co?5@r`epEA@JbKGIt4biJaWS0tyIG$Pm;O<dqy046k@!?kTtw
z_@V4Kq2qLAElg<s*NDuQT9s6-?B)s5?Ua)UE!imwJg_@|p8U`J#v*|{c|}FZCE1<8
zj*=YN;pwG-e%V(GrRqy~UH_B2CFP`H1b;6xOrHg`&h@W*mv2+hq&>I%RMDvBOJHzO
zy5{Kg#enB(b8j%FrTn?VwS69UZn8`3Onh0ors+eiBHPsPHm^6|$&|WWQkZJ=Tzt1+
z#OUUBrxvYC9M|#$zsPgp9D>;wdEz!B{L9<{9jKVf7rAAa5P&gm5PJjkD&Q@y6*@e*
zf%F`P8l%YD6ah6~%01W_Ky4Kh3kClG?5N?w3PBfhDiIXuq1e-?MF@I85=x0`oSaN>
zMg1J37$_N`0s=~7ZmX__+`$Cb&V@s(Yd{0YBiU$(d2LRtGpr9c$$vM@gm0VdhE?K^
zj8Pn|WN%3r8qIJoXJeC4O;t3!bJcV}7-3IV0<f2q6*C=NO5W!81$3OUf6^{A%aSn@
zED%Q&U@0ov+T!=rwaAs_i)gzmE>%sTZ^^8w>0xv&%c;#~lKqeXDa&z^03FVXwRl7L
zJa;~KHC0q_m*<X%DoN)N%kPwz@wR7hD?jqSL~p6C=O_DqtUAqCPbxz5{vBfr?q=o6
zwo&wX@iG>?y6~iIcKNK5&(cllzm*S3E2C#u`b!u2uBtFfQzpfu`=o9bErDD52i*|)
zLXK12A=ujd9oj8r%%abl&h&uNwd!3_vT`SNpl@{9A8N=XKlE|s_&h9MlIGovBxht5
zH@<~=<+(OQmA)&iHgeMTlsMPBM}?Q>8wwZPDJ?L-T<&7xRog9Eye2d?&y8e<omBV_
zWDjm<>4g$7p`ucna+G+h=GzhjIS}OLb&0$l5@WxFxdS?NjG`+zTVY$ujD$|a&dO1+
z6g3QRF0R1vK{Jx?;pRi0MO?tc;V7>Zd_L02-i!7Od2ozkkFY&KslY(IJ7g931Sk`B
z1D015jktl>nDhqKhI$Y&6@3zOX5JojF7}iCB-#wz&=|!pVw!3~kQcG-wKvcQY9D}8
zuq}mgPzt^x$sL|ecpi>Nz)7j|D&V)t*7lQWZshS90mgy~C5eTpttOK91Gd*XQeGBJ
z0F}_JR|Z2?(yhYUp>gypp1UC57|ZP*(@L2#i#KTRN{iX^(Mc6(_OY5x)q$M6d{;m-
zXJ29oP|fuTvj<ghrJng9HFvMw6&i*2%tBGW7a7I7QJ~VZ;-l4f%`0zK<rP#%h^Yy^
z0Dp0QC>?NEobBmSD-f&fuF;6%Un5d;46(c*SrdcYSUjNKT^&`{t@@n1wQ{j4Ai=(R
zrcx1dyPBt5Ik&6kf%1smMH)-iWznK+%_EuGk->#8jr~=dN<P$Q=Z2O`^!HY@R)TdG
zLNt|)I`-Ve>Tca^yDr*A8QVgU&XcLR_uzJvhQh%L7WL24(ya4zyNcU!e=>q=yca)a
zCf8n{*~JP2&9quAcm$~$qgXeHQ*h5qN1=NOm`b;DAaS%NB=adb3OGM*5(NW3x44K}
z1+$r%Oml=?wK^jhM9v?hcrtu5YBk^!qzJ<T8Ox$@3!ttU*YI6%bgVz&7E-mSo!Enp
zo^g!CM~_(jB~aiNk5R&XxTUad2zStD#9`F5l6$C5^r!UOm?-T2m^7>mpS$oi&XpjU
z0l*Uo!&dJEaPs(E4CX#~0U-^z3yL5P7Vm|_NH5b)BHbx7mkpo@RG)=-)FJBQ86KDu
z)Em}rf)M6Bi#O0mYHb*z+T$Pwv!LiPq?!3M^*yYHRUiE)e1Pp5a2>vu&6>Ue)y_s*
zPZNZ3-&-iuXmz$=9pEM4zTkb42gpn4k{ShmD|C+bfCdWP0@5M3g`v~Qh`mCDwXeWU
zINoEU{3>k}zX4LJ_bLp9>{@4qdrB|xzFZxp20O?X`ELV(<^I#{;3e`D>oEQg(fHGg
z>@E-1AFVl3Wu;$I@TsO&7nR~u8&T&I<qb^GV*HV{V6ED16Kt9Ko%IyKQqe9;4Po~=
zF1b~eqnup@pY!awsuIac8y>9uRs@ZoQ+0EGqd)|h<Z@cn3owuOL{{)$PZW0>G?o5G
z$(@QdjNdCJ<a}rDsh*g)m^BEv7Ji&90Ts`m%Rxe1UAFPoLza(Gm|yt{!F%u<^6DCC
zIe_vv&^`Na+B9%|LMVL-^lI2w`Xl%`Z!v>~oae%0uSCunqljge8iF?AFT*0rJcxye
z$gEAI7L@0TX!3gWov?Wn0k+cXGG!|+!6l4Qf%6`-r;X420%e#Q?2}R(oGl)hIfzFS
z_AL)0Xo>GaS;TzO7q4uhCt2nEgL;lk7^B#~vUBE$o`FoGZYi-t&!!D#9KdwaY4I5B
zF@{gbSsabA$;$?Nlkwg8J-LnPHAe9-T51Srg*9+l#o34^?z;>R)Dm87+yyj{2MJk%
ze!|nv<Dflx>z%I>|KR`f#=oQAn#YhVX++T=3@=@o&PU9b+Q%g$b0k}X*CDq`G@dUI
z&m=pYHG~=o*P>!6Yak%J=0%Y|WUXc>?I(<&{t$Z_-lPr=&W2x8o%UP<_g61=uEeiU
zto<)l@lINk1Ijb6?asfIER)$5uZVV%wU>bx?vsluC%Bg>)m1gNWaZ`R{xJ%@bgUH2
zDQ5}uig~#*;pH+-5?chSBu52_-qd(3bQ5o`&7Ap0x&)YPtCKl^e)$mp#-do3!L6#=
znp48_0wk{F@=gHPE?vO~g0BV?3noB~GqHkiuuxl#Xb1dP`%--^RB0fyAN(OZoMnQ3
zPb_1X!XHFdus<Q&{Z$+x>d}mgoX_Y`TPlAP^J~U|^{cH#RwZ+2G3fNHMf4)fnS@eC
zC@yLVgmDg!^Sj54CREHwXUYh*wpCm-@&1?!k7Cg(_9q9C)@3GBh~&L1WK<YsRYV`n
zj*9e)rY)yFpD~f9q+Yazu#@R`EcTYNsF1*9Ib~3Zk6FXZ50gH!=Y)SCH?y(6edG>y
z&-8wZKU-v5&&uNd8X5lE%7v?N0YX~(EBtBUuH_YkPr}XNYlv#0&KFKB5~`;skz$3L
zY-?EkqJaNu75ZTk6mQdsIBUhz_)+{y1uHxTe@6b!*A)+w-<&>`Feu+;Tgcij`ITAv
zS1ae0t~cvyGDwHXi&}PBCoMz=?brP*Ntst_0G5@zh>W+&KANLZO-<yO7H-6%nBAa0
zRoIxcO#P@t8@*lQUS1G*L?f&`;Mt~at;V^;=w?)3F~^m8pkLlF&)1t-kyVyl{<Q+R
za;_q~>S@$IMI#`7@m0k;VBFkM<t32J`GKk%WPXE7OW=FP>=`Nxm8p}I0MirQCC9<}
zOV>#kKm!+BOU1B*bG>EZ@O92A*-rQ$X3Mph+hg{e@w?0D5WGReCj<x$$TN|D2!EiX
z7tIspW6C|6M89J`JI9GZnD1luq+f3?!2yd_`X25*e9nqo-X;QR$q#-M5w(!a=aYQq
zeB-Yo;hfzB3X*cnl2K~0x0Gq0+2J(6@+M9&-E&C|=M;T)z$5NNhRqxb=P|?0=@KuB
zfg7{rrvE=GpK*?hi+|3t;hu}w&)UcR8~|Xw<XO%B%93%vIpH}(-Y;(pfAymOwpZ#!
z+D*y6cqJo6@>c|r=`HCAh-Jn|vgi0RD3WTYGv@Xk&+z<LE3vIDHDg`$me!H%hrt7_
zjd_>muWc(VjGM;pj3_F$DQf#aw%!6Ljwkx}jk~)$A-F^EKnM;A1PKy?2MNBc>#WSW
zE9=PO?iK<;Vn9L!i4u2rz5MR~zN&ZYy`7z|nyK@x-L3BJnm(t``J4@j{clBoivFJ}
zd-?xpUF}3&N9Wmwh}c1s#>OI9Nc=88@u9Hf)tORlxY^vrqV*B3Gal@k#6$nt=g<Bh
zm5UpHLnz$FfxkI?+Gq#gC34PA2mW}JW|c;GK6>YzG45!L>3^1~d;e<@kpEFRXR$F+
zf2@zO)hE9iZerg&RlegiCo%T<%75JPIKw#=tOW@U|5;}K?->B|e^xh61&np^1y&G7
zYT|wa4@PwoWV?*HC)sahDQi{o={YjmK+6B_FUY+A`IP@@9WR3)Q%_pzs9+l50GIkC
zJ$?HEntS?(m9Dhn^jmXu;M`2}|11%X|Cee#*&y4%;xqYg_B;LW6j%;o8;jDD)3o9l
zr6z|mM@$-k9RJV$Kc+l>=J=o10S$D*mROu5j>6FTP*M`CW}7KV0xMflMDl_0=VTJ+
zAdUXt_Wwt<9AAOeH-AR>ian~o6sW>lY<&b=!OmX61ER5}b7%xA_TT?kHEY(tnY;hb
znUM^!ocR*7=FMF^Yt~HP{9mvCpX-@hb7tQA=53!pwJ>$j<PzJZ<Yhz4|E;uG6|<VL
zrgiPZ^-DKcZVcaq*eu=Bymf5byB&HvBX)ti8}>}?{inBgzlVPE0g6GX;gHdDlSQTn
z%)HH0EohcHt3K;{HoxpP9kj6za>#I`Ih8o~x!iO8?zY<9;IO+#^pSi|j#s(&d7rz!
z-~87E7zZ9c8gVQuh!U(g-Vkyz^nTda6U!s^Mmj_VMJJzx$Iws7W2@uN#*ZdENc@mI
z=k%JCy{T4d?&-m2Vlqx==42tWXR>*6g?S1{QGNxq9@Yx)Mw~}pKn<fuFvHj@xXbv9
zgdt#n*hlIicT!rxMrsYMoL<aOF{LaXo5DeHvw4a969RwXA(54Mzhtv?ne?CRW5Hwj
zEyV?8r>a`5*08nc!nC6B;v*$ix?QC!N`IHVEFZ5JsBEm#R&#1Fwdr*c^<E9Ojr*F`
zG|y^&(=ye1p{=>SsDs;y?Mm;CIP2A8b8b)Xs@}hSug_2Q4-GUA77g((U@xAz6mi+(
zis|sCk=Y}!MsHp{d#!YgdmV8j?xxQzi}6hpvnHNS4o@}QmfpeKjlbu0-}u3*2cM@W
z9(F!bJw`nVe`@t?#k1$ndtVg1%z5Sgdi(45Z_d9Jzk|LH{b2QR<;Rzw&VN>X$@}W_
zZO6Ay-v@t)e#ZSW`1R^{>7VGoOaC_gi~Mio%zi$%biVNd(!!oa&z8(vx?$P2<vUhv
zTe*4F#?|ZAtXjKt-Mn?b*MHjZbmPRPE1Pd^xwmzC+w}JPJ8tj1wd>mM%X|9wp551`
z*SNn%zv6(-pwLibq%u~T6qt(4c;>8`(Lk{xS`%z=wm3W7LA*WSfOEt;p`Fn#XjjZ3
zoEzXyK1}mq9pQUQy$ZbLK1yG;Uy;8qpdzsLXw$KdpmV`P$45eLhK`3#hTlGMFXBPu
zqo`-mFHgRS`Ecq>?Dx3e39}OCCe2Rzm;C$m&y??}U(!CMzd!Rf<5lMKtS8yiIrnm>
z@@_$f^Up)uVYToQgdE95k<rMRXvK`b1Rp?f18j%}q;2F?<iC_R;BD$9S{q%*5HX3Y
z9Cj=xkn7Ad=5G}&5&RUs5KW3NN;;&aGC=`eo}q|TdaG>JdYX0GdD<_9Pm3msFO_ub
z>PvNH@^W4USc$8GRcF<lu8pmWtPg28+UVcp)9l%Dq}8MCNV{i;cc*VxV0ZA@@Sc<B
z5_;46a?hjsNdxpj?vVI`@?y!Q>dP%xdWJ8IjE&y8`t;g|v0pb9++1^O$GG8y-K57<
z(CwHz>30$LDEEaA6w`$d%N|ufZg|r2wBuR#^K&oGzr6A4$?Gp~=e=9=e%A-%j|V>;
z{v7xv;%maUwC|ZevVNZVmH0dCkH=rLe;fbn|2gyLPRvhPFt}*JV#_7LOOux6E{Cr`
zu0*avu12iMUz@!yWqr(s;EhK%*=;u1V!hRQ+oA2QI~;ae?=s%KchBa%EBDRY_e1aP
z{zv)~2d)_O8nzf!8mmnNrl1+xJli7CGQujr+Ret+*2r%6!439H9cDRvb$sLW$oaO*
zb=S*>`rW$STMsvQR2|WIYP}TR5+9*2*N^Sb2%rbjj#7_NgJ{9j<J1spC^d{0PCvnj
zU`2AGc+rBB;uz`7yr7Iz$7>R_iA71p$-2{}DP^hUX%*=eXDTx)Gb^(yv&(bJa!c}x
zAeww7R0b2lc?c#FL;+|t28zwXrQ+iVkw6g9o8&^ap%{U?sT*m_=yT}b7;l&lSrhDG
z&UtP-ua;jTPzd=VniwyEOS5HZ1qt#PMT9a`6|6p{IjTKcc&sS6IJ6`}cd9hGEVCS5
z0aUW96xEeAowZl$?$>{6T->y)`Cv;>>zOvNy||;VbGm!>+1)*d&n5MOeHG_N`acY=
zAF{s?a}l_tyL{=&n~_zcmRCcrLB@pF8*Yr=d^NscV#lQIl>hCxJCM8JJ?Z_@2aVHb
z9}Yblethl8*wd@et~~F5(ebkCmHajMChP5qchT>oK7@Vr|K$AH@XMMnU%%e^*7%+E
zBmSq^&(FW=e<%N0{ipG7z~AYAIsg0rKRK5*fANBlg}6oH#o8ssOV!H+%YhZyD^IQR
zUv0N$_u9p4-><v1zH@_mBXJX9GiD29Yx1_x?QT1acW&G@YuC%&*Y|Yq)$QZzA@?Wh
z2Oh9D&@)_R_{Zp_@wiF9X}y`soN0luJZ%+f?O|hSyT@+z!Py5t*gtf*?%40t?5uN<
zy3!9}+_K!`4~KgA9C7kA_uA{d(Pyd8Ki^M&&;9QNTn!vJ+J3A$NE<Ag83)MFjIdMT
zK_?DJ*hKD++7!Jw`sc}4F?UW~iS3T7ikBzQ65&b7$swoRQ_NF$q%BSRp8n*_SjO4R
ziY#$9kaH$CEbkD+Ab(B%FX&^~FuVn!LQ+tf=rD{6Ru8uv_Zfei&<B(eS)^QYIK>g%
zMV(K5NgJg%GNeolE1vDeG2yP^e&^le_X{e7JP}+REAf(=$u<?tE_f-wq3BUosKjcb
zCP#a!@Mw{1v3bcJ-TKl+rGLskmA|ZbSb4kZX7$yY%e6yw{q=nfy^Xz1ea!<c7g~qg
zuD9Rrc+~l(>-*VxJ*&^{>NW2>bUwI0c>p=c8PZ)id-2w#4_B5A8;*F5CS1i|Q;+pr
ze{gf|E&Xx-iM&bqRR8UFcemX0yr1_#J3abn&f|b5vZv3U+rFT@oOo^Y2LE>ay~PLa
z$9JCtzEpgh_dW7Q<<GCb9sZ#HcK(|g0Qi~X=~3JW?!>SRSB4#Kn!?Gj2*o;F5jKhF
zj~m32)5y5L*mFTW_ynA@{Vc*7{L0@0STw`>aWgi7cIL_<>`CxSV*xgkl3Xx>m68tw
zo3N9lqp6WNGveuEHMm+pdvF~dN_hIS3u7zJdH4%sF5q9fjB(+PHaK8X*)cK!riy8d
ze}`R2-;)xE&8MzC+KXF8nPumOdrqwS{s?WVZJnN>#4CF)TA>4E@9X-|WO2Ck2>QNY
z3+^)JDCg7ZFw8Y(bKpBHnigOS;!cyJzuBP@s^{J>K_!>I8md5nMN4X9Q5RLI;_ql9
z*>`LMx>nShoQXNia|<-Z{9&SOo?t&y-hJspUTO=yXNDYVST}eW`M7Fb&1RIbE>3g@
zCDTk{iqZSz5lJHS1yNZ5fZ=fnHc?m}_0(q=GWdMOo!3auF3W+%$dk=Ws(v6#YaE3y
zP&-TI=t)$I=6T`-I#zbq{|&~5f6V$h)|poNDFN|qboT8D#G}DO=YJwTc0aEChID9t
zEu4dFtJ#O%g^JQ0O7uprQa<s|LcbI~vZi6a(FZ=}Bbufnr(Pi>S1r%4M5qUam75Tc
zy3+)X$i${J6b!Yz@=!t_>WWtEzZhLBv9fl?oMp7UJx;xiwH>E`{g}RUYRY*`b~%&$
z6cfr1CL3b%Q42{F%wR%4@dMVzpF@OWU)b>fBlNy@1~Jsjx7N)pfe!VglZoU<WeKEC
zQZH`@X)EzQ;s#MjG>KObw*xFcK5!n`U_AkF3B50o6fZ&24G1}aJJtQ0l*P^~T}td{
zp5VM8+S6h1OTZ;+cU%jQ3eNQ%2KJNvt*wBC#H{DH$w!rc#~zSQ6+pU>M7CsINhR=1
z@SNQQ<nornI)U|Ux7b^RAx5I_CW3^TVpT|Bkmo&%CNau1*Uk`?#WOrW;D)-RI0~?n
z3t4zVpF{-hAixEkv5N@yoCcqK!WKr7)jq;b3hL=B;)h1Rt6Pclsyo_;0f({^MV5r3
zA`>QxV5{1de*yniw(gWK{;c4(_hWo5+rhFO-wTdDzDdmM{yy>(09(V_nh9NX4-3r*
z`zy*AYJ7h&J%2Txs0xiK#fM0)d8gu!b0;lh@wwDrk8TlHTqqft59~Yluyv3S-hN!`
zi|?ubNxzDZtLTKJ<4udAV+`;M<s$Dn_=N&T%Z+$*+TTaBfbQ!d!*+yQmm*qz5*GFr
zXsGzi_O<lA_|<iVc~iKDWeZNW;s#ZJyee^5MPU|qaKGr|_tx+pqU$ca<$ORVG}f~>
zp&e9?%oMa2l|{dY=Hw30QZY+Tt_FW&%Dhk%8CGB!M7GC$xMRp|qDY2>>|Szk1E2Ys
z<fOD^gcGAcHtjLck~2o70?yG!pcP@lvz`2cP-t<PR7g-x6>->H(V#u6j2&K|%ec#Q
zQLLwj)3YgX>UZj7_EoSMOo{TQz{tNn=aW52YKsukW}@|^J6m2L>7QWsNY2zPWGob>
z7hIqLykc@N)t<9GYZ9E#EQ=(PC+Pc+WRW^Rj`?e%hEzNLmNi{0JP$G#YX~(R^eBZ~
z#-ZMmJ|;PUEYZ=-_mp(r&4>}QFWcJVImwwGWzHkoP?p|mX8F}9`l1=Ia%HuQcB!~u
z3Q&VJ8;SnlA~`m53wc`nFv5s5!r$(ZN4(1XXMO~j0zGb)GOxB3^+wbGHPlsUX+c#}
z5;=Ic)DWOh<XU>h3`|>o^@NrbFS_cnhM31WV?M))poZP(W2W`#&Qa*f&W6fS>W8Kq
z;%gwPW({G4;#?Ya<`LOI1DvoWZIA^X?j`E;6lT|eK$_c)dCav}%6o3o1Nt?UJE=uo
zC1QQhr0Fcdj{KqO-kH;+2gNtTZxAOH8HeG(X93x)6xd3iKXO#Q6@~98lt!R}bniq}
zD9@SaQ+-q(_BnSDHI-Jz&PT(-sLVYWdv`Id4|~ka9dyS%yrL{vNg8V>NSuggbqj<N
z;3nUiziWm(xR!IBP@Ou(k`fX^2N@9r3%B32)dV}!cN84~dD&gIn!UTtLwtm3TKq$x
zq(|~hd3MyBm|g6jASQJV^BToBbOpVHyweRr%_c1|Eum}$eqP!w-63JOZW1L3+lwyq
zFY;$|w{pWdO!RiP2`eaN7jqrMAmjw?2ldCHkKk=euW1rlO^UhjPm-+p+Okkst@J3Y
z<!_bsuzzy8#i^)WESkXTbPxl_U48s4ErU6Hhz_2l#hIFtt;yP<*W!ta*cp!So|18G
z4UezQW-sN~D=m=zti`f9$rAc^;mC1Y>U%Eakoim|)^(GAqzOvz;4g7vV^7mAK}}7V
zW}LUPd_K#KeWB<YLdDdoN|Tq+1+s+TK`J14==zMpVJ|nCAThztK~wSE?#+!!g20x3
z&2H|wIy95dPOb2O|7Cg>uTG-TJ(L~6=~P?E2G<IT8+WNm8_A!_9UzNp2Xh*R`M-O%
zscGEY)<MQ!_Vzj$9L4xmejsTV?XR{WcnkPP_S!X@vYOXtq9$#j9qQRt3?i$mE^2-v
zSp_&H8Y!l(E7*yg$j=quL(RmT1tsWZ#|*hq=oik@%(vKG#%VN1-1Y9lA_XzK@}c@8
zfR>FY@(9gfrferc4>BNnhaZby!XLud9HntMc%5@5(*}RX*oP`1M061g%bB(nchn2$
znbOyCGIf-~l)8cWd7nhvD97T0`E$v~0za`QNm0&A7+fOR*qAyW=<fuycZILZuc|!w
zQIg4mE1Vx>kp#=?%Udf<WDLhjc_Fl?fyr!Z@TXG){TF4G@mi2XTHR5i-J(2S_Cm=n
zND@CQ*e$UpX~k2*{kcwpa-Qp{r`&ROdcZVG$iO(o(X*&fqd(w!vU7WvhNCMe+oAYV
zm@3{UW2$0__r*R1xE!j$NL+g=fV+o36#!+eXFqb<L;Fi_HF`;Dr5tH{quEs(SsJUL
zSDX-K%C?l`5N$-aH5J+4`2F%%G2@&b$@+jD%u@bR$M-Zj^PJIbN(yM$W~Ux%TdeC<
zm^A1MZ%MnVP5>n$tWJ@g$4}Qhj>+I;%a{3&Gb4nb9EWIrY^KpD<pB7qRij3nYtp&M
zC)@7{!=!1AD*ywLd6jSWBL1!tTFe%Xp{m$l#@sbiFIG+4#$9JLK>kdn)hTNZAor{3
z<-^FuY<3A2xfO%gdLz@$_$qfJzemlNzDJ$&T`bg~>+RFHt1<r!t}?da`fH=BgMnn#
zjj~Asz+O;H!e2%I)f~e|ruQf;@p~dM(v|q_J}ki{ysiCijvroN@PM99u&;qtrPI}_
zIi=sI-&ny#${8}HmpYH)mA+PflI$JvLUM$Z=d(qylvs1{F<VYtW$>0Z3h=6%D&_o9
zrD>@(H;tKB_=s(ZLaFMRHfhlXMfB{55HX+H>s`l>1=k#`W&I^*8vLYr5ieG~srXay
zMUkcxOKvbK3VnpnkWH%1eB;zQ*$)o!#0(>n`Q1B&H$V?N2(WU%62p1aYorHN9u@IL
zcJhlQf7HQ@rP?~V47o)~k}gW!D@zuVPlSnrc=NsI%(xZO4@NTI(`pTuQ!~joDplq0
zDr4jxC3syKovk$~+=NgnXDMq_8l~@KA>n_7PlZps2DqKvfP*efDg!iJN8Ls#sa#Ml
zX-p|NU$V1$ioRKMsq75GLZK?!nGzxuC~t??2}M%0mw=nbe|^x9X~WVp+zd{DAr-`O
z|IWmM@ZyV2&uLAX{2DU+rXrxsEoGt9vv6@ZT<9ln_R8d%iL4H8WX@#+hC9F_@KND(
z>u<!6V0Ob5L=n-cx&qObmtQ7Eu1=5@VUShFdsN;iqKBvSKAK|VE7*p4rjKJz;##zi
zTTKWoKCJ#Zz7Dum)rDV{x4N_lSC(K@$i#uiPbg2~REIxEe&TM~81p^wq556S&4g`Q
z*A`EjJMVV=Vz3T4S~)=p$R+9e$oBDN+8R=H@GAv{SaY~UVn|$Pvw=qh%Je@nvVnL_
zYjZC5DbJ(Mg<V1@uUx|v<-9KWNbir|rFlj(2`0z~!TQ6o;v9;D&3x`8Y3jgk`aL35
zW85?(1-Y%Ye36i_xgwQ6nG;pw&pjHa(^#=y1n-q^W5^Hdi$-XNtiN*)Qyw4irpJ+3
zYI&2pMvrS(J5PbY7nR?V&B=aS+#%|U^H3M_X+bv&u$)l$AEJZIb=Ge<J=ER<skCq8
zOtooaM`<1BRt>V~5Z<TUUp+TlQEXH2G4_vIPy9AWTQG-z+x?cXl3ii_gyTt1K0u~v
zC}yhG#^~D399GS;@?rdnva#Z(?3ki@^>A#Ts-)m&P>!rXyxP4>7{Z%x{e=CNF?B#r
zi=d3E0veaJoaQ)H*VI|#E|=w1m}eiD@%<&nDpbc*O+isIZ|OVtCgCc<a_g7u7S@^r
z)wEq;kmz;q9|R7x?EHv02In<@N5rT8uKkDTi#lEY3Yp^nx=4#U>hemt0v&Hb7SG3A
z*MqRLaOEPW-u?Iq%C*i-xF7H%&FgT{sWr7LaSNl?mwm$i_SY4b;*4Fo6>D*L3xQ|@
zey83YmXa`AIC;*Jx{{LKVMSrUUNsq!9a95p_K@5nyUOMgN&fNLF5st2f!qY3S(FG5
z0e<^!nNNX(LSD}?jwxkbdkAY03}`&c*qrjF+KHACnNq4po#U^kc|vJ+!4{k%LoC_^
zB+~KyB&IhpQ0RVEAoeB?w($iBm{kLv`!YpVg=7mN^>ingNq*lo`t%T&bXgVE$>K8q
zA;oI{5TlReE_mGiM|qNrYJD%e1N~AzEtaPwSB?qz5noH1xg~zLW|FRZT~5iC)300H
z<%fb#_y1)Clh+Gq-NfQRvO{Z%W+k-0K1i`D#kJB+>K8FlVkRu~>sS5eesDP<C9+H`
zUi0qIlJt$~U&w=kfbQ9qYso8Gp6Hf9OY4TUo+-u^J&K-)i^Yx7V80F(PjJ&ERJxht
zVeylfL$B2jqL))51+%&e>zhd*TOgG^P<369ZcU1Qg}tUd;!3fxob5NHS|bj3$&_^P
zR$Ff3nKK6Uv*?+WYc$c7eKX}qz6{tR4rC^uO+lE&zHVhBILEnlaHNxGYWZT6sr{7J
z4()HcKzajnac?na8mFN7TsFifp?dn`anMY&ZZ`I2Y*UK@OFbS{n~i07`jmdfUbCOn
zY{xm79+nK@KJT+)|Hi+dSzX!!?m<b;r;#<8i@F4)@K~@}M9e;JT@wdf_O#W#1Y+%<
zs5b&@O!4Adgx~w>*tWo0n%Twetg|Ru-)Tl^#`8`tZ8SEmiAp_md}nnu<)^24$$Rp+
z{Wp~{X~48yJfC=1Z!3#M+(O%X!CiO^1@z*11sP8})Ev{;Q;h|zImfqGr7`AvI+U!T
z89J<1#)3hnZ$&|5kzPLY4`~){@erwC0);x)B7tSRZyy#W#^yI%<cW@(RTi_Kc^)ec
zVEQ<iDQanzW;=!L;4ZyhCYdxqeLXm>HA6wqEm3aD_|v{c781*D*d&@d?pHaBkMqnd
zYUb!W98+v&Trl$!+EWpF|CoEoY1HAtkkVtQoE}&qG;?_yp!^<NQID5hI-XvUE$Z{+
z6xs7y9CGCqtYR~W;2KT4-;yy#{zR=GxLR$A$~pU?6wK6X{aNT7J688Y8Gc+|{$5(-
zdA@K!@YbPN?#Hn+(+WVkcz+~AK#BV}ib_D#-M)+JLX7p7p|>FyR_mdO$QV%$`Wx~t
zrW%7r0ZH$%>(MTO9@t5Ywe4lx3oPb+1EQTYI%R^iCSE#kh-?I&SB|0_0ZXAZ>MEfE
zO+`Zq?upYFQ~aZVQ0ywa+IBY10iW{r3Os^4XCe*$gf-QxM!*?k6*0)o^i}+q$ct1A
zDiOs1=O;WypCVKIF_<XgUmJg{9B_TJ0A?k(xK#tYAbHpG9iAebD0_g|%=^fbBBnVZ
zNH=6B^L+eAR4ILnUmLm|^s=tTE+hVVl?wIJh2Go>ouNCN&4rPb_ex=KH`!}$0Aho9
zJK_Lx0Y5i>Icfo0>^BE(OwY33hhdSGFX!b8>a(u*K=rFuckh4>>&A6<FphSVV+PMu
zJcaK>q)Pt8*(1^XSH7oE4Xg~STFgw<{O42o^Se-E%6w7Fiq3yfyV{PDeb8U!LbfyP
zaS;m^1b?Z_izOfzNS68BK>2a4tOC$|)Rbq>Ac~=!YjyehJ#RZ#<@dFritV64y%8%G
zmQ(&6Du)vbYfgPcR22O7i9vqlcUt~NLukxr`jF5ux2s<vlNaS3{`qO={uO0H_qE}f
zg|M}C>+?UujY_Gf(hyN9w)YQYz3``H7uuFicqk*ShHo8a5y^0P+cx3~_;lexpc0YD
zTnt1bm*sZ>JCT#8@PzlM^FE=3hv?T<XkZ>T|G_lC2FkBQ0~-lXTh|a839i}$gd}_~
z{RP1YpAOLw7US(>^6-E0o4xZ1>+w4+9}pt(KKFwNZY;M;z4%E+X0sR%(Av}k_yDR4
ztpRUJd7mf58<5YQ<lt>cbgvG4BJqS}7`_Ksc((_CKr(Pq4>u(I+%y}9=DVw+amP6A
zR0z(Gm6;3Tq8S#^tvDR@k=I(>00m-k7jI3hy5oU!FLWDf#6DD^8VazQf-&VnEMDRZ
zx?usq-5eUWf-8u6hkd}><%z=C(=sd|xDK-U)K4t8>g*r{Yf(0@J^}N#=!E<c=DKQt
z;*7ap;GM0)E)!jivd4z;Y>#}#_AwnTw&H>)?8)cYIjxohXE4R}*t%#;Oyy9)W6WXQ
zZgLDJQp3x7is2W0j8tK!MH`P0u+i*m=2x*l!1I&KF_K<szZm1t@vs($e$%v}U;%o#
zI)KDOKhw#x>@g<l@yIP0P<sBzZtNnSk+}d{OC6a=#`s=-d;Tr@ZNGla09x8*BlAFK
zH8~O=ps7_SGIi*i#jz1p7)QlAkL#EV0%!9CEQD4)_Kx`qI@!Z#pkd*a-E<S!UCAlx
zUpN{l2cIGiXI!J)Ls~~{BHu%KdZ0)j&|33I(iUv`wS0yU-+MNZZi9EKD58GGT@y!w
zH*pj~EoBUsbmlqv5$^PfL!>`A)Zr^6V_b*XTVf{O@aleg2)(^~18qLdrkn^~1TTrK
zDLoVcUQWJBCZ>OwsjABh&mb8S3lAF+VL*==3%EfT8yTUw3rjki!0&v!vQ?B3&O^Zq
z@?};d4odpMXiED@vZD2cRS?nOd3Pmnn_O!)6a6Qi941gxRius-aF5(tcabtn@{`{{
zULc&rCXy_8BWW9mWcF0(Pv9P--+d==jEXS*K)6mCyb=YTElX|pryz@MOPa{xn#H^-
zQoQ^P20;`_?x%VIF9ai@CxH--!mWWY!PscpNH{}TdN~=iYVc@_A%CpaFCHR|l>Xyh
zBu*9HM>h~RDlerJ19?(S$Ry#ez}YRFkjuiF;t3l-{Yx6kP}j;<1)1J5yLc8Up?0Q{
z5izY?i~0>z6v0xK0_&8PA*lpVT;jHru!B=-8ipUCZn?CCl0PuqI+yHp_FPc}X;mwR
z6G2>4r-zCMg34~3W)aS5Q$iLHTxE5K2Jq87s;M<zM16d|Q}jLmUi~FO12k8i#pA+O
zF@+o+>>?tXH4~6Y`pdYCXbZkfdxd=I+D~1MPB%%V?8C<Pp@qFT>$<CaB6dPW;$~n4
zj21Q$n+qp13$chK8~P-+BzPTdCH9%CBj|;TGBF}U@XLB51cg*wZ6PlUJfuW%A}MR=
zwJaEUD@@F&BY7ky(S8%@K`B&EVBDpbA_Q!WKa<7@%5z8f0^URontO)Rq3~nR06J-<
zOblZPs-j<^FHhjn45;zP`aqCU>vD|zj`Y!ZfaFJ9)uYclE8kxY;Yg(xawnEV6hvh(
z&hcsaW%L!C@%RBMo@H~)fbxb8b$&xm1i8iv;utCZtUhmRab6Xa{asU8;LiN6cn)eA
zdNLcxI1Mgh#IFIL@$MYeQR3MvoMog}w7<qP1@Xx2?m(`zx~8&(4KH6V%VR=|V<}Vg
zVs#7T0QIkYO&l4_6Q4M0PkzBW;~Yu?m^Q}I#Pt+@mzrzQGFkDHy|zAFdY-wevYBE+
zx7RJqqf*71$k>12#sXpBZL)A?;@?U#W}6xx0Y<>=uFahLJ>M#FS%d8qsVU=J!)>yd
z_M~d#Ox~Yc$?;eLWl#kPq>ztFLY=0GpE&o8Eddc#zj=k)Ip4B4L2)2|L=Z2tgCYqZ
z#7VFt*~Wq*xI>I5cN!7nuVk-AmO0uojL{y3)zlr>kfwzy1I+KDBKbN@E5Amnk6{x$
zL{S)e7M5R(X*gNL`G}qEzl3FpO>?+GkHsxDRDwykw~gDC8!26d)dkDR8s0U@E|LbH
zD2yjw%WUAa6Ahw2aW(^LKP)p9*y(_wl@mG*Ih0;PdV_(&fD^B+km<2-+&-}zqYH-;
zVCm~J?s6Yf712l7L7<86A4Wa7%fW&+kK}7eq*wqK>iy+@(w&+CX^;rQ85cqM53wA6
zCpSK0BX=F^SCnSPA5!8=X3V7>w0})KLuoKXkef(z>mUV{nkmf!Nu4r@vt2kQ`-vIh
zZx(CM#B=b1;HV|c-<*HGTj?++&%O?PNBwA+P4*>ks_iT=Ek~$>BsL`u>{MZ><`YJb
zr&Khgk8l=C^CJaJnsC3*0PPQ_${qko^dE+)q>q$EwYy~_^?y~};u}@3ST_V8OV6SO
zJljHQx;ML684|gdX)0algQS)4LHj7sh}mzLK&qgO)l|p`9Z;30nA${Og$RmjBG7BN
zkIJ^CjkAwwrz0*i?#kIdGaFV#OYF@lAK5;JF{Eq|UOKz11JWzO7T?K_0^77Zpvz!#
zWj^%bX?xiS>}goPcr#*~r<Q*N3AcT~_COmRFr)p&dh0Ap`!P$zpNbx!M?qW7c62Lj
ziy{wwF}YcK4YM@NN2HH|d)o10u(NH;SQ*$02mELUao0+4x*oE#*s5^Gn@nM;cMwlN
z)8uHNDtVpc5nveFEA%2<I&zK6Bp_|!%u0g)fkY~u;8;9ZGRle)C2M~(ROEV<3w>68
zMS+aUPC6}F0eXho2{4pZM{+n<Nw;nN8UKj22aw=LfLuJUWVI+wsMEUgzmwi7$=nji
zGub0{PT~czFVi=qoqvJucw{?AkGjeB03(t7@&F6WCRP?D6elP-!i5@XK`iO0;-2I%
zBv9rgv`=&r>3DV_zWmMXgB~~7M25cYBKjow<$wa5O{yv!EqYQS7SJ^twZ+66iZEqU
z-l()zHj*$X+9UdS{0&ddU+f`a&zUK#^NxO+HhQ3(q9fA^1B<BDNWp4#YuP#CN%_a3
zFL@`Wo@%3nQ^Jmd)5oPeHxbt(mQ~6X+uWuvWn>;`qC`>Lwa<%Oo4xrp>a^N6;Hz9)
z{xA2t<YTc*!eU{P3OpXpeJkzpuwtF!kK6RqMwypphzdI?ld`IYGmun<Q}qz!Ct6wV
zkYAl~wzv_>jH%OXfhms`%46XV5B(KGkw-1>@I27#^u97$u}-or^$fHV{Yljw^lY?m
znLFxpMru(#dQ(i8dLugbXiz}{`q!Zz5gt=yd5s%|W$t&PKf<+0wRJS&OZv&mhrn0V
zSgAW;c;<Ow6G3@$TD6Pd68K35BP=)s2-Wz9mP0dau4ns^bOXXF>7H6K14X-7@tJlT
zWvYv$#-EAM4uM-w#w%SZa|8KOEqV4KFToAc0?Quu7;)$RS{fDbl1OVt1aoOl6=vKH
zq@qN^mZT497cj-qZxs3T`alQCW9sywwSwK?Ld!O`DcNlQ9qM0Vlw?(nO#y{^wp<|L
zBKH=56E>xXYLa-Lqe1x%j(fm+i4BwI`jU^KO;|RvRNyN8IaE5yPh44DqJ2+|EMK5H
zg6JzwD=16*p`MUzk3J~(703eG#5LTduEV^i%rwh7);4N~{%)!vd862?+Oyn_x}{80
zd<8)%`l5+QYgPxzKSX^g=#$6-uwn<nLDxzik=<)q%j~3E>N|pW$bF*ERln=vz^i2e
zl?DjsB1OrKv>eqJ4JE3lAW0q+5GlGRUgs+1S#yVGR0zfy{iC3g;?G*$6%5&iD{OfL
z(d2HZC*=nvCRS~P+Jz}}I9Q1HD@_f&(y^;RiZnDc7w$#R**BZzgEeRNbiz>p4%0Fl
z<(~7tj)ihew69!_$_mRUIfJ_IJ*ZZq$&QsW2FBkkSg;oxzAuxRh*L319hpD_&a~+t
zVJN4(mPA;V@S<W4z94LWaRUCNw@{_P2RKTlB7BHhHs2M`+&9cn;$JY`+RxC=VsAFh
zrrPAV*3c<a3GDJY<c`qsqD<0N?^DVK(ribvq?PDuM(5=N3ca2555Q{1yEYN`EEZ@q
zWJ|N3RW~p-36^C>^s!K3A(wW*+d}aOlsZDipD7E>3b}(MqFy5X6mdO6()vNthP7_M
z3EyXHt7r55;y;zbITu5twD(vs-YXOa^nZ?NVlS$~tc7brane)M9uvPZj<ja0n3zxX
z-{f1fQ>(HhXXATx4}`c-bFDuw%<HpU!8USC64lbbnO)$Nf#>x`XgE?6V^z!75=+cL
zJzBdm+qLq8;%mHIcS`yxbd_dUG}miNZopga7%g&QtumYB*wEJMeW96<gXuR~bd}wh
z`uZKZ>)95S1npEjx#YIuXXqS_tMstfWPw(|bxadpXWuh>&wfQW+rN(bihPZ*d@wQZ
zD};W|8j^VWZ^!)nrBSJkRr#L+?^G{@ZE**5OW`=%^QtD~3ZqNnC#Wxbj<8#>dW3}o
zIOGqAtmi1QG-Y1<0;DSHbOR50J8+`%4l2f-QG5rz-S&|Z#LP0@BD#n*+%wKPhXV<#
z`eO-o5b&%czW4O|*4OyuQNHyVxcb2J6)iZfJ8g#WRbu;B0m0oejuj5$9ruPZU*ZP{
zE6;mS?I79RyC@x}2V2I-kSK$?V<bpmRe2$?$(>x-N?dQZL5>0F#wx*kKyU9krWN5n
z{#V~|b}b~T%aB=gx~_SgJ{q;GHjHKxs43Hd?d~+~FeS;(te}{@$@rGQocMI#Hii_q
zg}>7)6zzogb;k0srz@K0aTiA|uOYDd0yU+#7*cnk<~NOK=PP>(=9?_!Gs&oZDU1!o
z3VipuAM$v}p^gse-qRIL$3^p_)>e=3R|S@r8gXpgi#3tVM7t!}VVcCmia(ojcV8*J
ziWH4kpTlZ%A@&_sO6KX>#y(kR)V69H@ruAkorF(tZ%~i3f7+p?mlz0>6Fe?;#l9(e
zDCr#@Jh!>@80294xx&WN9gQBU9Z@D#4YH=di@NoqT=!A+NuIM^fi!`&)&$OTrY+K&
zLtjl!dfE!D&r7)$3KPuyHVQmD-@3#B;SDupYmxh4_ON%TmGGpvqv(~03g1zTGwOhK
zEw&T=?{PC^9Gf@Vm_Lm*>R1VVfcaVU26h|sjFk<)jrk0nLcGLoi9L>5f%WzIhCYQA
zTQ9);!v22vBrkwQAN~MIrEX~>=i?~-g&3%aT*fqlHIi!cd*Ba=mro@k_X7`otWhGu
z7prWHKmPIbft=q$))lL~z5GQjHz1yz63w6d99BAg0$RmLgJ@viXn8RhL^zo0jYm$C
zoh)CYYk`LQ!tCd2<RxA1TKT7DzdSc7Rn3IJMea0Cem{R>9s_2`S#q)vUdXuVbsKq@
zddd=s-baeL=a#*;BJ^TJj%&$y)12H)ZJa7FuS&Uqnw>vSdM+1)!i4DPargr6CNED!
z7bDDaGpd^W=&n&#M)T$izS+{+l7@FVeHFWuZh3Qx%Rw9@N$r)>ng3LFGg==;5bAke
zK=`uPTU<nWfsS{AGe7lo3_-KEwg)t<&T(mIQAFn=sy0)K^QKGKIdk)~RUe}YV4I|~
zJfq>SxIzmG@)I@rc4KDArM-hwS%ZBI^>NvEJLkw1xhonS$uINrE3w(J`AdpQqt-&Z
z<**~);0perMG&%<7B{{Nw?22v`2yVLJo{Qa?f@jP;3Do&ehRq)mk5<)$K%AXCs9_o
z2}Gdh4!jHUiv<>c5B=w65hfWe>&wM3&;>Oqm_~GwtPS%J-Ahtocc6b|rD8KMM<au<
z*Dwu7l5r=ob{4bnyRnaN>_vS7*PR<jAE3;udV`K7&yfbB%Si`_NtoHh^vq~XHqaN5
zgZTh#@@T_K3EAd6Tt2>OOoeRVL3%up?>MQIu_zl>ruYkr$zTGe=-IRz8KGzzRquov
zqen^h*p7KdVwjs@?*ON-nIg*MgWY!#FQvoff06d0yP`s*lK-19AGMupawZCOjs*$7
zi_W7<4s$X7Ai-=38%q2(`U5_xThmpA*j{K}HipPhxeJMiiGoP{9Au&xGsEj%#aD!z
zpeEU>!)wtO=ssqA%tLbA$RD^(oquN|99fAe9fuF;m;yG!S}VlqBQ7g+X}w62q$Es=
z3gc(ESE9q2lV;%<0!2My59{hk>39d9)l^Zs2<}x=!|#IEmdUYk2){yh+GgZhMMl^r
z<OlIQ_h8gdj)B>Jj5%08TnkI<kLiepRdwrhr(n-pg#1PDBejv3cKCy`eW^4=t>#u}
zF|t7B<n|9$$1^qkhki#DU04i`<;-t!pghm@ENZ3f%!6{F<Sa<(OplG^zfZYOa)d>P
z>JjVVFWo@mVPuyn3iyHkF?fgKg?!R%O~#^j7M7AOq9QpEk^!m&HB6MFm!!-l?nX00
zP617rU5DNR$(TE)`hWxW@<1bLnsljY7RiJ(M_WiF5Z&34z!yM;oM9pWTTXAC@uXE9
zR}(G~JPySXl=!D6_Xun}u|JYn!e%$ffX~dwnms@S!-=(waEDfkP!n)e+hl#hLCQ$*
zL&98gjO#u8TjGR?68{z0aef6*EIm{oNcbu`t9n3464)|s<3G+g=S6rG+cwD$pToEw
z?1-P)R_dC8KTgq@B;#|4qTVlr+uAR6js#1UTsej>l<%Y8##>8@VRg6{LW4vq?i{x!
zs2tbI+UmL(H$rnTvBUi%J?>pYaITcsM&PBT@rpP2d4*qTKX4LN4)hr=T=p^H3C=;3
z6l99C;#Rw~;$j#|lT|nkW%0R0{9v<TjSjC@w_IU@V^nBqwzv%?i=md-Ni{sd3wuR2
zeyj~UCY<Gxjhn;jGk%W?0_XL-!9&h!Yj)snwn^o5oJGSHDh*p(c`9Fw%_^>qzl2Ry
zemoY1#fX2qSYkUlO5<_d8t`U2j9ZiKS-yt-G>0$w&hpQ_O4-4<0a=}Qjh>pH85c=g
z2>p0;GgtzbJI|#YLvoCC<b~)@ZCH*6LR4nVQXpPR<}=qJ50mZarO2AxZ!}+&ZLA3V
zjk+6nhEj(vaH5g(F;pWg=`gmT70LPmTrQo*OaNR(zv$D17LqZIOz_KHN_E8lI5iB;
z!=DYfLcWS;I&CM_;M0sEi2{5`OA2#<IjiJ0!=A1bo~K=)*%J3tv%wcRTR>+@%c%vF
zEo4rBHR&HI-m#PTgJ^8z0Q?|~HwQAVi1rtc(+~5%3OcEi++JV}$YFD`jVX!Dlo%Is
z6#b~bh7?TQ?ifdmAzv`s1>_NJn<5#@RX#-zXf$~M{{nTF)Sh5Mxh>k36-#d6&ps(6
zRkNr4_Yqqe<&NutNvgHcVqg|2qmfUCmWCE>qJAp^dH+DBnu$-Nc*@b44P*mJ+R4Qv
z1A(Vs57CnS(_sQgrl%NwC1}a$hOhKFb>4+ADz&nh7Xoh9wd2l_uV{6d>qzwqUNoL~
zPIB7sBrwKb>QD$QV#XLgBLq|88>qCJ_TAc_)Ps#`ZXczux)EnUK2yrcV3Pv1Y0(>q
zadLCN#Q;Ir?~qRDXD>CJBCG{>Rz}LsWpyg{N{n)rFaw1{xk0EgJ|V9#?G^WM{_2SP
z>^abKpDm0Qc=Ev+uqHCkU;#K6{klRR#lZ>k9Pw=UGX_Ucia3GV!b?KjOLO3uAxRN#
z%)cl<Zy~)8ZG6z1O2W7sETq_AW##83hY7|7IN=2TEWLpb;A4;u+@ts{skv+e+@}*V
z=2F}f?=`eXxQBLs!4BLHgGFQ<Ucc<7*of9NQ-FJb3erk=NH7Tz#qp*bO(|vBk|V;u
zF$_uRUMkuKBF3%<oC~lG7L)E11f^d^Mtnc1oPU*jlG@GXuyf!Lb~2N6`W^EqT^Alp
zkD%W4vZ0=!e6*udPLh5YEFpygcS;R~xdrznPxxD;7SyFP-jr-uE31xQe%gsq#CaTc
zl~&E#?l}r}(cSEV$Tz@)21|$!h<|lB!F17ai7k(#egsBxd=x&g6|7xSWpXKFv+!-$
z37P@V!V?SHu!8LlkYi{r21|)J(zlXt0!U?vxPqrwdWJH@zFqhcieXl&LXvmUb+U%g
zC)8fyZ%;GI7<ZT5e9|Arq8XJL`BI5Uu($D^*oiw{bBp4`2Fug(e=`G%E+y5{JyiOk
zENZ+o@5n0(fiJVYO=@Q{43+}#C@|%4(bAbJ|0U|?>>~UR1taHePM<6<&o|y$d>k?q
z%oFT|W*_$DOu${NQ<yo(Q~L|4)9A-aTkU695l3HD0bha7mSf<o94BckLO-ri<c@e6
zypz9eW|P-D_FdE!Yc~c3vta*a>LM&&A=6yM^|RBIY+NdCs2~=%Cz~zt$IXh{EOfyB
z3o7L8!)<XFvA*Iwt+&$~aQyx6L2ukI`9pOBILJ~eu#{HpOIZ}TE$gP(hjb%0PvA{j
z5wweYn0Uh7g|#0jw)#c;LinY>lA<Mq$oHs5IZe!Ixr+4zYb?bxy|dPd^5{jU?(@@W
z^Nv+=;2_-XGc%QZ&*}lqpJcCZNLdZg3dpKOl6t0l!9$S;h9w!~k7Qznt=y1P;k*Xc
z-DBSDHb#nDGoyq0%<3Ywnc}T~h%6;aWWSXNHHUGfAWV^o*&wl$8D#tuZWG;zxy#$Z
zCmwylHl5*8q8Y}FHmfG8J$0}Cak3Q&D`P5GmwGTFW$%ho(Q5I4`d9`-pp$Qo$>WxZ
zA0K72`uK%zZu9}RmsKHngVwJfPnsqlk{wj^*G$p>$<!52XnS#H$)SvW0&mUcm@Qn-
zf-gsXS#hF4w^j5UE?~s~*^J%#nIsMQKKE@EJ8M3%wG5l>4&6~alZKMARa21rIbupd
zp9%U%rQuL}=SzYg@Ga&<P7*S3AAv4I-{z7l<<KeOnNk|;aQ>wt5O(?WMfFTnD}pZ1
zK^*f7mv|t9ot6A|s9bX@I}Lqx-&I;YHif&j0)a&UPj$IigZ$9Kbj;V&0je{YPZ2u{
zVzKM}=8N61k<J;spV$U-28)Wb(pyh`io4D!D32w-2ac7*kbXgGwWmnillzr%#KaRi
zSrRbnTO|qs0-POr+X*+#>C7HNj$RPemavtxvJA>PLFg++FwR4^YH)PdWD5n6I())T
zN(6I!BZNeXp7RQB1nI_%YQ@Y22~-2lY<B5+VLQRA=pvt(SFFCw^-JoO53{$1UzH3q
zKKgDD^wF+3z2@k^B6B7qmwZOA2HZ__V4IZglmEg$EHanv$a7I!h>en><dy=<aJ0mR
z>)>-&V8U{88t2TTTbXm{&%kYZW0W@1YSy@}yJ$1Mx^PI%%UhsolaD2BEGU%x3bzw$
zgr+`9eiiqWQ!QJ>q?mK*XsT52EhT|8z!K<kE7suC3Uf<t=AKnWXk8OW3Y-;S*iW&Y
z<i1Z1-$P*MBxXCX>E=wj1?|TE`IMdHa8hTBXJ!RFuAZ1Rl|EQ?A!mQgi_&+w;-FWB
z_aPQX<|zgF{|=T)m%+Xmf94-VI`1iD>Z8X<gyu}>2DopX3<^)LtUL=_6f>+Fh7AQ>
z)i%Q0JiaK>5t9e2#II0WP4syBXyxAZ40G&pl7CYG#u4_j7K8qfo>EbO9*H5Bl%Ssn
z2{l}dna5RmC`NTqCwhq8ZxYD0!rtBsr=P&plIAuZAeqACHPOU?v>)YIfE8m>%pm*@
z@>LTFQjfxdFhamVx$rY#wMiBy3jcBMFinMjMy#G0Dyw0Kt5ayIG({PU>Ur`?Q31Fh
zXpxFbe&zv{K}h!wa)rBQp4OOb74Tr+2I@b;FJeS}KJPX3TU90JY1;A9OROg+DTOx}
zpN?HtUZ$`0I4&)x9y&-BBvP_Wido-D+I_)PB=DTLvhImg1?{NXAfA=BrPN4p>||h}
z8MpA5L}|#L>tQQh&PX{3@_VRPOgdPp6tjIK>T+TOaIY>^y#vaul**@5U+GGv=##s&
zI??iDnF<ZB!eh0B%l15o<h#?Knv62vf#AMsu!$4_)YNS&0ifhcN3ACHfzC#mdUCFI
zt8DYJ6N<&cS02m6f4G+p5_zM{W|N0ZIaRlB7|b9|Bet9~&rHg|bX?BD$Bi`mW)Foe
zsm13y`+Ai}=RI|4E1b^1Xmv@k5q86%O!x+AvFj&`hrWnd(UY2=l_6<=oZlPwtjP)*
z6t<_v3%0}eRM|SXzRPW`9C6xucEJSlvf%<jA3A3@i%G@0AXc4qLGQ>Qw6&u~<8C$l
zLp6sjt6q$H;Tx)(KnJ@#)uf?cTOW`$V~Pwz`R!Q7o@I<892+sWdoIAuh;Ahi+T*nK
z7YQpvpH+_I3w@nR>hT#aPt?Kq6V^whb@&KFDQ^^y-GiXt$G5|ub$+3~$#8AS14VK8
zx(-TQXivpOa*(e{aS18i<*6!ysI!ihTm)Vkj`8LI-g|D*4-$IdgPr?19vLRhGS=xh
zNbLke7TQ$)g!agHPtgF?%jLBaK{;=Y6#pUn8O`Sg6QAteOREAj@UjlF=uF1GrWb+*
zaoM%oxZ=>day_=C@2;Zdj3+Li6_;o_Yk@cr%rUa$bd!Vj#?u^#GsT-bmdoQZ_B5T8
zrp4ve5Jbm9>&u9ITi<PknH+1EFA7Jdt97yHA}zuwjN?wB?G;h)5`V%`?M>SK8TySc
zmAp7~^<UY!(3aBgqUXN*w2$~^uJh$>Y?^hGD1!dYD1-eRr0qRR6_5~9B{}ai3<q_2
zL7DvxMv&s{aOJN2mpL!MCYX61Eq6bhobMjpjQ9jw@0EcPBKBHVW9TTsL`&9f_~wC)
zIq7g(-C*t`#C-W<$Wa8JBFsOFw9eTBb4I?3x&ps}s`ac!s?b79J#;&!_}073O~m=<
zqq2H{pjwZd5JF7>D)%12h8zyb!jEUKfv&^TBVWR<;hm5CLG<80TU4Wd;gmP6&v00y
zy~@lZ%;nYmtk?7e*{mEM^%iMy-eE95^H=^7%C^Xr&=;hZBa!g$#Df+ds2~FJdSSYk
z6mxD(#v;)`)soC^!Bz<~JC{oaF6270=V!cu>}Dt;T%kK?>pTYFzLXQ@FOXeC%drz_
zK1G|(j-FYmhE`n2xG29M4#}cQ_Yx{|P6?T3KIesTzn;M7XR*9ITw%>LUvmZ0k<@$b
zSSq1f(tSDIr+j&NPsW_$6QY330ksl;HoKzW?HQBY2C-%MUC0#g@ZnLIEpwiE6k?RJ
z=PEVjUF+-a1!*k}u(DTYQmWd8Ihp#pd$<?b>$J<$;kia~lkiYTqG-|KEa(UuWv-9N
z2ak{bP2u*<?Lwy=?-Z7Kr+;he7j$M+R}bM1W=VC!Y4>v4)IDKid4Hs*53htmxrJtb
z5XRKwm-~^M&+KcLAXOP3b={}~S!DuaR7*|>ZV%c&Z&}()^asfOuv?f)=vDU@SPo*A
zSplvUCA}02H-j?TFz^R3r;=&}750L!k2HrXu?LV35s7IFP%|u=uoY+;%F;a$BSHI^
z*<+t!1Q(t|0sP&TComs8q1Yb25O2sGf?vVCM1Mu7aXqPXkuxmkPzTgZfYGf1-Gw8X
zKEfK|@`e)gmot_&AJ3nrbrn`Z>!{hBY#0qRM-9MdqERXH5FqJm2n1P9yzaIi^#f3v
zN--pY&A^Ym>mvQe_mDdNN3CBzo7=+P0fn(KNF5BtJbHQ^yqIoryc;nMemhi-3LtY$
zPoO^nWBnt!chvR`LwP-leVY9ct@HzHUcOM&f+&TS^0CPdu)CbY$2TEt81D}`AUmj`
zrn}MkB+v7AbGMXR){p1SDsfO-<xOjsGB-db6hrW9`QN3aBpS>`XdcXl7jkM`?;&02
z4@^Fzmy%iM^>b*A^Xs?gX4M=}rRVvTeP{SXT#MB3Rr$#(&%`ItZs}C;I=F?v!j*%V
zU>TZ>pqePUzM34vu97-&?y{Ci<#6tuIt5*uH&~$$%YwWqs!2Qv^;hl=Duj)QkGnb}
z$eev9^{7mc+Z_v_(u1q+0y{EX<ut;btfjOVLQVDsXf<Ib!#v>v0S>_httR9`87}{e
zp|gIgYH7o;t;g;<D$*^WAT6MPG)PEyZFYCAj@`Z4bT^9K-JQqo?$+<<vHkc1=BK%?
zwPv38p8HXtI`LhPE$9td<K9?gyWsD&rx1m3NJA-7D7>YNN1{dB1)GszaYxBJBvR6w
zl8fX^4=o#kGyo$!B<Ls*+2aJyf^M$S!lR($^;ytIXrp2&^d9Qu?}C0nYfI+A3!!7l
zTj3n&S*Q`-3s3imMq=UEU6;XiN`C)Ruv<aaJ_EbtYVtpDD{102gAa)f#omx3ekJJ-
zB*Xp<oeO=(MtIDDJCIL1%>Zor+4}{6je#|50gb+hI18-N%D5fC6LnKj0T?ytQ!fFx
z$?t`1hmwi2?w{Z(m~e+&W@$uw-pCs2URir&{WZ?`CD}zwGUpI5)5t6A1Q4A$@dh|n
z-58P&?p2h!UxKXo#qArUH@e>SOqD)qhpSIXKQ*7je#ri=|Bo|7#;loNIBKxd+b6Lc
z5bGC&%mBkxhuwETp2Y9%<E8QI1G+1uIsI>|r%21XBe4}yWm^S1P5Q7AD`3lLHR^;f
zz*tjJ@HODJ=7D<~cwIhpTf5}Vj?AuSlAoL1EK<q$0TAtyP9K!}9+uMDs`I}|e>5l)
zYGiAwqk}DgMz_h`09xeNH&keXshiu9RR7ZZjM>TuObEsm@7ODuu8PrI`@A-}E8jjo
zlUyZ?4GJfW;ytcE@Heui^=g%w_o|hug!wNG`3gdC2db903a>Dd$&;doxsS;qlE311
z5fRe3z?*opY>(@6d>Y7DXHkv?{<Op>rh)eQT)88-3^b9e!4f))s0QnEJ@9AX(>PB&
z5(*B)umez+>oqJDUO0fsyXE7WUC7;Jk<N86J!=Q*hz0m_S`E&@BXbDsHr5}z3CqGJ
z1p1+0&??vCXdkj^Z7B)se>Zs$4Z3Qr7k*AVPNv0YsyWnkm{fTu`v5jvkr8W;){uJx
zo}qEX2-jWcOl;m7A<<m>u`v)oXg#P2!#-OIq#Ljm#=BK7&`tWRY&&$B=5oxIK^iqQ
zpbOb9XSuFN>hQw;?f9#<6AeOqM)Ntf42x+{OWvWiwR5Th(TSGMtU9FEXcv=>q-*g2
z780QBaP3CC2~oczUe=G)-^Q%nJ5^WEBkgKQ4Ek5|JW4Bq*R9DKk1VQoS@}Qsr9mDL
z0bf$ry0*Z#$@0FV_^8dZ>dUZ@b)YH=E$Yh<Z$auh?obvW6Prsi`{4bxcUShoDzk6E
zR2bK;aIJ%D<gV>ctEW?wEbq<3=wYO%(UUn_(4-f#-jvsB4{@$$Ff@Pho<-HD5`+tu
z{-vlD_c#m5m$JroKXU_bsAZXP8-EN@u74*O$A6#;63!`mrO}DP(r>AriODD%WvJwt
z-wAoE402YIW5Db-y2(|hGshZ=WXEv1u2c4#KUDJvh$?eYmjRvWA%icbW=F13M1oCz
zTJj(i;#^CFL;tl(4Y%?4rWpMkoQv_bOza)cL466MmX@hf&>v~tiW_K6<O+Eq>g$(H
z{D)k1?!rw7x5cX8s?9RyY5!>KQH`chb(<Tmx}YRWwkcB-OVj4aKa&4j@q{!HU49<K
z3Ven0M(jI!viY3uR`mfxpLUV?GIC3;H}2z*sv&xP$w-Apo0n>od#l}6ki-+kE8k!E
z0Es#8#-!NiW>=k8^DzBSjk+Nh@l?I2<+AT7v#U#r+4480gw(lYz21FA2$87%<a--;
zSE!s1W0Uc(P5s&p-ShMU&E)p&aI=ci{4YCI@lXA?qPOx2>*rNHq@C%}@;CT>-FDyo
z*dbM#^GS3Uak(j3o3?J6e!O}|-y7IoHM%Q;byZQ`noxw2|2C{zl}2o}#x7rnBSt6R
zI*g~j=6nw2k&5ca%??$+6t^4lX-}k{wI>+|XxFVPSS|Sr&6_zjNg2k;yq#emb-BW!
zKHt>!;zmbz#VJ{Bbw=Y|?h-{-y*DpZQeV@=PogDOPZhB9x=grmL*je=Tk+Je9&NP5
z?DI%fD@$-Jmfr@WEIS%dX@J~X`&x>L-&u2|m#J;$JF?)s$;MpS{zO1`6UYn8(X0f=
z`<zv70Pi~*<zu0X<{$Mz*evpB&3bg3ctW)&npXANv<>-_%QnOz2NQ>D?;@tK3F=~m
z;<HWh07-D%MW!PG=Ab$c)dTV`Ymf4lDAnSrI9=so+$Z0j^Fp6O_9WD4z7ajk&Z$gz
zi%*xr1v5C_CU&3_Q$uZxX$w(VebG2vxXGNY_odVsUTRZvN_D83mJp$FR;riPE3e2q
ze5`Ug(c$=wSb|whGiuuFOYzUu-nHX|VW!R1e9AmSkZD);OYKelulPr5jW%>yr7}Rp
z@{tdEG7zUJ_;H*tuB~xydxpy`JDcwdPMdrifXX%c%{5Q55pAj^E}l?NHuNrYRUFlP
z@sW^5rJa)lPA8I$`PTD&VYrv2pi3^OH2%{TUm2~BYCMzerg=~s8y~4^Hy;Z9p(xdR
z`jnF4D#XbbcO?E*B0cn~USL(nR~pLdZ0%;`mk66;St~O})}7|0th8EPd1O$#sY38*
zQLqjc8|`gXh|Hp#+MUUv%YL@M;PO~2TQHuk#J+JR|491Y+G^pvm4%icqUIpNxI(gQ
zQL>gLn`bW>%sG7&ZCzu<pJcSQHIgXi+2%;e+Ty<YyVAw!nKc#Cn=5CT@5wrXiVOh&
zvM5g@1r_$k6@AcvVrIutBu;v+l|E=JTG%udK2W@{ZZlky_Q;wDE2EE_Zoq~hfBj0h
zb5Xgv4L;*AM*b2RCMVmsC`{6jmQwi!hNf{cd8SBPyM=h2CaGRUEQl5vKi~yHlXV=d
zZ4q7d0Da~VE{{eR%SX07)Ss6eZm!j(GiEeIXpR)ku6d$%Nt<fHmB#2$<2?EA!2h%x
zNX8<bDgeLaz#{iz!DL69r}dd6uj#er0)3#q+N3JnQnS?Hmb%w`Q+q0Uq(Q7M4}7H^
zruel8Qg)L{hZ-^-pGT&&Zg09S@o3^VxYDKd6KfY1@~w52r>Ro&Qsc&`Bl?#*IPidm
zR3|P%mEMXm4%>+L_)T(ZYjJ0j_+8VCws^X4U1yW1(B0}#SCSfP+FzX+Rj20}Qv-W7
zHrnJx(4ciC+TlFWO>lwz8(vq1apKorr;RJu^d6?a$Obww=KaK&))DNV5nc@myjZ_p
zYpLLX+j(Q8n6S;%jF;&E#)jeSW{%^U8=U5HN>4NQP<Bbja{jnP|K>dcG{UoftjN)C
zPql~mwfi`Ojr5)EdG%1x25?+=Ks3NU*<UXnS#HyvB?hwRw*8biBo1o=C7&Xu*4~l6
z@H=RkB>Uzbs-Fw`*)3Jgfi$x7100B87xb-y63hC!=0I*)hg*+A9tpb|GoZBamo>*B
zi{C!;1n8-Ig>EsNZf8)Yz?Wp~wHahAdq{5xp)On5IR?L+mEW=*cTSKt#9?*e2dx({
z8^0YUS9HK#p{+z??QSc&k^jl&tbw$nSX+9^)%#0-cX+7EvSv2lQ2vz=T+fp432(3d
zM1p=>j0HrLd#7eQKE-~nVkY`lda?hyxrQa_-eWvcdc0k#Ka_c=*+#oAVMN^?b!RwU
z9i{B>+hG`xcf0S?%qM#6ljQB#A!%!Wa@~7Ye79GPy42G4!g4pWze#BtAAhyZLBBja
z)3R3s`1K8vX$Re}tDEE_?Zxs4oFnD;eQR}MC3c-^3M@6W(d$lR>Ki{<XT=|>#Y|ZE
zYKzSvUA9Hvr#892REH~E?HkC?#1Ia;tCMo4V(qpORCDgJjXrcn%IP(KnCz&F-Bs+4
z;0diLZ=Cn1`Yb_{bEo;GSZZ@v%atiOkvpHTu2-zxI+cAg_sWK0oR29_`q%K1qCR$w
z;Xe)zZE+M1`1sY064$$oHLaH(U6`rK1SfD@c611N70Bk(!c)1s*KHIfq@3+b7Eg<M
z-LXY7HaMy2p47*uwC0jb=u&930xuR`R}U6raYk=n0bHm^*u(-lawP+~Kz&MQ?{MHq
z)TMSlXcL^=xEXBpA+38MFP9!eGxWqZN@aw5+4r_h$EQ~~ZCsAAb62hPLLa2?yKkeF
zQHR>n(AmK$4L!&UpU&#z$Pt&v`lHAW+fL;@WH)=~Ru5Hb#k38{%B8u>*Z3)>q?C3&
zBtJ)OY%L-_1ZULmAV&J^x4g#PTxaRWU<I}xlrd;8yLOAjP*gE)y+(I3cUgah_OF!O
zuF2|%sQ#8(r8YRH?yLNz&rORrnc*6(qvDtBycOp$78~09+3H_0VciFdZSL~Ey~cwn
z*`0;@sHoQFmzq1l>2-N3(&w4EO|in2rhQIMwJTFl@fmE!=9-3^6|>fH>q2uA`#h{Z
zDR~_yOh2PKo741nf{SV|YOeTvFgq)sx`J9lKFdz0n1?r>Z)eP|_`c@_^G#J~-!}F-
z8mIadw}8=vY~xR5ou{uB+~Us4S|~ceha=}p?u(qgPXXD|WoP$Ow{ni{rqT~_pY#?n
z*YQVL_OmqtZ@7!g6jsto_?4n9nX!ZY-BVZa#TTTF-X$_IP;&Ykr5Av9ZlzuV(C!!X
zCxFgez<dU5huG{-!2hUuyjftxYQ7*BtXY0tbPN39Jz6>d(N6_eTvtrk{<Z3F`Pi;N
zS|mBs_?kf>{6JS$6E3Vu;=IBRWOVbhu;I(2gn!UbuN{*Akku!8%Tr9UZJf#;gQjD9
z)l*%I0iZ9??2&zDvQ#f93GBy8m-I(GfjlkZkT9Ic@#0Fdu)mKNmd$Itwsmm@SU<cS
zq#UoAt52j&ws=V&GWf=X$}-k(9W{Lkce7d?5ie*`#CipYFW_5`<(4}2Ox@yFZs^Eu
z11s;eaCNJwiyFj|U-a%8c||uX(yUBt<&M{vg})L^RsHrFBhDk|AFVH8Z(O)pSaxSE
z+Pb;Yv8P&#REgRN$r9SvCQ12M=0I&pnhi%~o)%uqZ_~0CJrMnpXB?ed{NJwEoBk~;
z+M3!rr=oRzrsf9aMc*L)L!)(!E@v=Z8!x8za%Ncb!o&FCdhMcvqK%52gBbr$h3^J~
z;P>E%_o?s?^|MAS9?I|*t0fazymFd!5$9qmAgki1gdGL0iKcsAhK$nq1J2x&Y}tC0
z_lI+(>9N3`w?It@qX+l4Q^XhSD{B_-7rCvvAaxY44~vo=m6mww!3{vxz76buq^$$5
zxX#i~jXWMz7OryPZ;%aU;lh!?@X}6^1b|nKmW%~QEZZ%;3^sYD0#Bfry)LX-ME%-q
zHirMMf62Lv7btG?La{@F6#i~3xMZU+4c(iPA|8i^EQ^r*K(>3%2fUHlyZ10!^|Jo2
ztiN?5>U3<4Mk?2Fhp1lg!*~{DLGf9^D*2=29+5kl9(qNx4Da)JFSDSBcbVyey0pG4
zjGr|_YFR9SMNZ1t-;LjRE4giYdhyV~M(DfAlZ7-@SSVlIET?*$l1;$FclOYf9pidm
zFlM&gslk}$MmkZ$wyC|#6?1M>Cl+P$_8K=NSp+Aw??au$Gn5}a`lZc;VaI>e>uc+J
zed(3GO6wuU!_Im56&9lf;~e04*FP=X#dEU;CM^`i4$dqdiMlmQJq*%ta>EWewRr1`
zo-MSu8{S%78F^~}d@=Ju*9DF%ySsH^VF-6keNp0e{w)hV#43u@xq3(?pXDu^uY$Ja
zU7Z3jlHy?r1W~FAn+IN`UtqJLMJ$^FGt|t{Cwzcy`F4YcuM47~?qiVM(u_?<W#d`#
z9aLEr`-1sz*$M74bQ-Xj*UKV+b%Oc%r@?UHKteM3N}L{S2OXArx;=xh0tp+NBrf8I
z?QW8_60T{2)IsuXkhEDVg_u@Zq-=WrNZEJU-uT_X8Gsvf1Uv_Zxt)anf*dzQi=<e5
z>qYStY_y?W+>Ne>E=VHLRSZ%(937VDEWL~Djh`XAgouI)fUk(R+j=M+zP)~gaE7M6
z#UR|R*6S-oMXEfoOFUIMi*6M^kzdU%kUS)t;&AC_Vs+4HAO!p3RtxSxX#?N+U#mYf
zD+PU)iMk5mYU5X6qiCl7IBlost5%=0Q8H4U8aG1fuN)n?SJp^s-3HH;*u?=S{`3}`
zrcL~_jWn%60M^lE4~3D|DC%#Kzj<cPTyci}Mr^aBS_1?kvT2IvZh}D)XY^VHkJ9VV
z^cUZuvtDzTf4Oz7Y_Xuek)&n|Yid_#Yec6kGh+QEbM)&2<E35dp>7nQoSeMYhWly5
z$3{JG{aTeKk)PhvA#D;&X%|#o5>9Gbmc2j}U-KpAws@Th3mhj+(42KE0OpZzx-}$F
z9$X6(Co4}Xbwni9L%bcoN0(7n;W+a~=01E0Cvzni`@s9{&&AFP|8=2aSEPAe8*n8v
zt;UK^WxZEuu?-x)=s1?g{Za{Gv-!%*3FuRyZ}cnlkm#qsJ$g{`&4q@(0G4%bL=TFh
ztQ3?j{!0#{_ToLlgUCw>tD+S-AoW_EgRGMckES4NWY3n~M$Q3G23O65hITX}vl091
z82CQ2kW7QuBf|xEU<LfB{1z;Q&t#l{<?#OKk#G;ZZD|ku5gu@%Aq8+-I}9CGzPH3f
zHA*ic8{#Qq`DdYgd0g3dsEka^_zN-<Sy3Q#0nc7q2>W3xU1;zDbaq<}xY@MDoClhW
zJ~#&y=!Lw0L8`X4ED(g$o6?2g4&{lcnb0KpKTBO83$bZ%RRC7rdK0+WkZNiH4%dyx
zwgJ6XA#WMbX5Lh41r8e?q<sd*>V`%h18M4Ue!ro=<d0lv&<R}L8VC4xoHUIB99s8a
z(}7V<E4Ur9pLN>O;ebQ+$uu5-7(Yc)fseW&emB56<(0uzG(y($LUwTNc%w<SrPmkL
z%XA(8aOcV-EelF?viADIv{}H2YJKDaKw)U{>jjsqC4;MM$*8(!y-(RoO}}=1B^|u0
zp;TRD1*s$GE=BWI^O&ZTdx~$Ig%RK7*LgRWaLH4`XO4e}tJ31y7g{PqqW++<Wz7XA
zt3I*UGhyXrZd9REv6uHgC0o8huq&dD>=U&wi6(YRjyc&5zRB~hou%F?xUc%GG7EPB
zK1#kw&FE3k#DxV%<TOci@)=Spjf_}Im}D7C=HrI|h0`*8G<dhhPGt|xRen=WhE~d)
z6yu>n`c3&{h*L0?Tm%`C<A_{nXZSPR1if1P3wsPZI%Q$8aD~-RaYml0oGd>{UXrdP
zFOlx_VZ>8{nGX=-@l8p$@zwb7@D^+>ma_N(W`kOsm}n1jvYIA8r8g)_$$xY?k~ZR=
z<_#?t|Ds-<cL8@*?oG<U0EKJ#O7s<}U%U&I;8&awbRIUua)SI((<<LVPN?24{!Gj<
zOQ}8h664rBe~hEEBtAwjYG#LzL02e^i`$Sl<XtBN(vOd~tRxFtQ2Am)()dVB862Ws
zrrKZ@E0ntny<)aaWTMgfy<t0%<C?g|YDBE)cWOf7@%QF8#QUBg@)R+#<EiL9KB48m
zs%~sr!-m{6G`XfM(H=Qro*srH*}83u8OQ>ar&A9ygy`40)DACOhb*YRSh<jwZN5^4
zm)|$OpgqnSp?}THjGLo<$o>-2ras3z=+&g$E4*)iR=z`8s?l4;^uw^p!ekb451B-)
zU**{b1*a#|tTXT`V-IU;1qmUQsyb1cmsQa&sdt!2ZUb!9&n&n2UC>d}2Z4$^**Hqb
zDjU!{ii$HwYQx2}*c^4S#2DhL1f}P^bn;GMu|o`T8Qh~@V9o^c!Iwq=XyG{Pdx5K^
zU$j@isjI6r<G_NLSE^`mZ}4*k1UY#j<YB1WK|)M~eN-8ynZz*A)vyxpX47;s+^5uE
zvklvn@m%!@TM|PmW6=}A>*S4SmY0b5j=XW`!pjjzxz0FAvj)KQN$P&qNv%o+mUO9)
zC>Li`sQ!{ai3uLu|JGoXJU@6^V-Sh>aEFuFHMB$NXjp0S1jg&kCM_#nbHdP4;;j0i
zL(^X?<1{5JZ^^f+qJlF>dxgDM8NQo%;_wtJ!kQJk^n)rqS&MFHT>$f;#>Yw)?^YF<
zP3fd!gP~z1Aa~Zb2hSloRNY?r_~7Kx;TJXpXDKN9==K&_wAR|PnF*`+HZCsCR^G48
zPxn=LSQIOlll_KGK_7`Fnj2n;*mK1z$I0jx;%{Vm+xW6v{+H%}iUU;+4Oo?J-kI9N
zG+l~k^<CzS71gHO>@)s|{s3>S$8e2Rc+d8Rk|`~Ncem`O{o)%N|7Fxu_SG+DMdS%<
z%GiIBUt3`AofTB0n*Ye3r$a<zJsi{w3C}J-Q3y<hmo_ivmGV9|;QTa7Q0)mpQtnsl
zFkx}B%IqOBt#CIaiXZ#uYICJY9?MjvvZr=hITvh#S{k=W8+ozy)1?2aRMb#p3At>`
zM%lLHS;kL*@A3zFci@zNuqF*;c_b^vkhk4cvJ3hHjc5>}hq#++AE3&L_tsE!dCncP
z4*8O_#c&hZv%E&<h8X?ls;dyHN1mb|NwJ?wd`5ynupUz0<@(lqR8FlBS0^j%aww)Y
zxlK}{{sXySdAT;6aPc3ls>K65s^p)s2>WQF7)=7F)~z?3=bWf<)6*-)Syb9{IYW%M
zHRBUM>ldqHmV0Wn3c3F<<$dymheV!@|FUP}&#^#YU)}r~E2q}lQr%a6+x*^~lzrUj
zX4savTL<dwBHpRrs_T~C7?hUI@Ic7hBx-NQ3G5dD)NXBd;bdAp8hXmDW?ro}8#eS*
z+a{vgFUI{5C)8A3`O+hbN9tJ~C<)4s*ssU^@Miw&{*=-e)a35R6`_Si9b8I#x=qVP
z+Jcx}4euEHLs>O9*~Z2D&8<AG%RzmN@a950)mLc=U(n}Av!_n(+DYGC=-KYTWTyRT
zrm`br`s;D-@=(52!e=hNYf2XGa~-XlC`nk@qPz_Z=g;Wb%bi};+8N86P;j$#8-HHf
zrp8}_v>1M!y>MM<Vf7-h_u|*axsvm)%QatQjkaSIgPotef$k9TKUL1{S0rHtnJo#D
zU1_TuI;6=lo;7!5BSVACzh&1JzcY*g_PVmwzraJbm5OoDWnOsa7Z{)%Y^#MU^FK7t
zgp*U>)^p*YmG7+E;fT=bruT5c;y3z<FzH&Oc7XTWZj)!gf4C1je#jS4n5}Ijncvwo
zpSY0PSvUA?Sh=D4FrE|g)%XY7x%iE43AWI6tBQi^ZT}<pq9eHG4u7qI;?;6nBgm&V
zrmE+qQfk*IdsYf9-xWb2H;obG&Bgy}g#_+;NqHQ1v-2cF(TCjZ_ImTN${#HuCcFH_
z4I2y&sXn#Cv|m<6TGG`QLi!DBl^Yg6)jW~6yM9oH5k|Xg;yPB(b#M2syIT3H`DD$$
ze6I$l>Jh2)YKn|MR|cDV^y5Re8is3p7k|+dC<SgK6t~D-b^t-*Uev!fUoWK={#^f}
zyg%dNnq8C$@f&*_sErXwyE`MxU)A`6owz8phR>rp?layLUS80q$&(gU)ouDj4KKXD
z?h@@x#<l(`hAMt{*Cv)YqN#N~r_p~`1E2T5MWl6-knQAR&`Dfuma4sFpQ~~=670i;
zmVqM9o{WLsPu$z_^__lv{|IwSh~SX_nfe(b>7t#M6OvU<n7&lD+GdB!9W1MISpQ8l
zrZ9QUZ4sVP*dr9rji<Gr6yJ{!Ha(PF^gma7N&0xvU2`ii(dn!%56oTYtc-`&P+qO;
z00Rr>^=rV049{*?Fg@P44FyFJWsQB{QUCKb8=*yuewu2bUgvRIA-r@UsnEfvDLV%0
z@zTN}eNyaO#;mRxm@IxlD+~P{k=)RV*7{$uZbTEj<`_4k)0`tT8<A%VFU#K{hbj8C
zr&YNHAA4JrP{zbgZv{1eYKul56|tiJDCy&Wz4{U1<K=I7iAOqfHGg3xw$tS_)Iwpd
z^)mcj@V@7R?o`I44uSUX_zBIY)lm@v^<$K%|GDZw`9-e?Lo(^_T&ITdwYD+xp;!bZ
zXU+cV_JS`xCFYwMv)XSMmGP6Boprw=Lh33txc_ZSr^>-AL4Qtu-+7ICI<eiBORmGt
z9lk)BSoC0195t!*K<g^Hq(ZAb%&f0UlpJ9np--!*;f-N_NNW{vIiJE`h!+Y%yvE2p
zB*PBAE03bV8!lI#WJI-$qPnq0YX)Ox_F3^>=3{O{`Fc(nA5Oi&A1egHGlZYTn-(3C
zhROmDxR%@yj#zJ3E*I`-vQlP?=;|nHqj;&v!0?t#F5AQ!oSLRi;U1O#7j{<g9GJ2Q
zm6U^N`>KitX`caVDUM8RcvZ0!KC8S-c?{PGQ)&IMq;x&g2v@F3;<UrrVe$O0aN43c
zaW|Z>=R(0vwRX+3;z6ROo>SJSbW{i{E9CzQyr{|K`I5bi3Sv)6BfA@KUUrl3g0U9O
z75zr%?MCwps@L}S7nPc8>sFM;80qrW74G_AzH61Yc2e;RdYS5Z@^98z#kOU9o`}r#
z{3K#x2X=|_JX?DD))z)JuCGlj@vc*mv~qiE8ZV6!VYV&yr<wH6lL6Lrjd__p_n~r}
z=SATc!h7eY+{iv=?}vioE^UpbIIWFBtSL)qa^yBv%4(kvHUK`gv?h;cVg}F9JKPGj
z&~uy6Ofq&Z$?4kks+XOAc-=VbkD~RxcZjK_T^%~^go+!@D~c9UQ)^!*wK9j9OF~VY
z-&(zAt8lqov<+gdFDmHn<T#a<T4!>bE0*IY__M3VaXt$=X}1P-v9Zi!Nj{P(oEsrK
zWitf<9-bguGHdH>#x$y=tD1S9&aR%r<}*{Vd)(P<FOCiG0(VAXu%M4WJ+Vd9D_k6s
zE_o?dd5i!c+0xDR)B}8G$4`2Xpu)V4$rq-hDt448n)Q?GE{-mU;|EA`5*`U@QaJdw
z_<`)0`vciv@8G8Klnsz?JDs{6iZ;2>d!Pg)npqF6V%}$Ogv#^FxvwC3LXaR4S{KX{
z{R`c9KPY_$Pv6j3@k;TqZ9>&}#azQB+8lWZ^oQX_rZVoa3JGSOfpY?{i*Ms+V7r57
ziJZ_2?%mRG<kWgrIb?!cUR7>3Jkam0`bR$-{7U<#4WfTw#;9|1ud+`oq4+sGL|z|s
zTqq(8?s~~)Y}GonEUV#L%g~C3I#_p|a@cwTw4r`8f1rCXij6aK{Ra~>-?#zpX?0ML
zT<};i&0Qu5#`^{?mWsQ=o0H2AwmsL)uYA)S2vDdl^+hy<-ex6p+F4nq*0|-|P+eV6
zlAubJ?oJcmB+d^MmfTwx)^xGlsqeQ|R~grpD!WvLw{odp>BAZ<Iljyj*5261oWsWI
zps|9{nh5tov6?*6rw}QNMl}rn5ljD8e-*#47(U4K9H#t34U_iJdb1g_PG(EYQ(zzG
zV8BLbg22xegu5iJy;Q-JDx%&-@SE16x+8qSXpuY=-Dg!-6^P$(tXW&6GkKe1R?CV6
zZv%3GC*pEfF0@YO(-XkG%zayXoA;4FPkBW!Ob{%-Eu1e*qrjphktA!VxLdq!<qfHg
zbY#F(*>#!Nl>%M@=XBj-Uk2Q2K<*Sksi@$s0M3in@gZ<*C0}qKT$SlADh0b%hDydl
zL;d$i-$7K@B5*Qvx6{nBCzGt9Y%%dj?!!4oqzP5Lzwz}I)%+TK+-j~c3gbra5l=_2
z`SYc=sJCl2P=$y)NX7|$Wwk%cQ|Co4Wvett1kIe!>ZRoe2R#to8J7f!ifPgDqHq%M
z_m^<-W3FkkTj;a)4fJ)jxt3z)LTd(5&LS-%`PbRMjoR{w+&=xdj3_>-L8CqhwaO>{
zW5oC53tW?ArMP4JB-)j>`Q|;0<mO0xCv!)`IKDUAx2CC#!+C3QOyA3UV(5%A3x{b(
zExju)Q~J5a$%Yb3+q!8XeNE=&^j%$VaZl#oZAW;WENfF{>1R$_?X&b;UZ#Z-wM?Ma
zpIO=|9-;c_x>CA@oYnXOZZ7;se*~76JVy4zc==h*Ex4c3TEc+u(V*08hyxQ{QH#Kw
zO}@L(Q38Lbujo;Uf5UfhCFOwbGDxGogb#qN^zZEdfsa@ti+i8|&Vp2bsGFC*!X9=L
zto23Ud*TS^@yKzRTm1)_6Gx%#lF7IapuMv5d?(g-V6mXG=q9jMxOG(>7$Kgyd?)x(
zV(?9ZF3A=-&xfA^Kk6<>mP*4kBFVbJ)Ke?9l_judOIu}!il)oLfWTEFWj}#~%X5IM
zV5+Yp_!#``>;c<AJ+&J|b=X}sAa=xd17`6ijLDoViNXFVjFS#Qds6bH&(MU3XR@cr
z$0hH;S%}#=5E3A+H3x)A8kR~Ue5KaO)`)NwhY=`tS1vA4i@(a>BwvzzBzq&2vMEHt
zl0!fR_S1O<_yk3)e*_Vh!QLssE3=>Uqfl*(qN_#A^iKJ2#S1jQlCvZps<RQxrFjb7
zl1|x0(%m@$q+|V7I-k=tN$DrBukV*;2#(d<qkR#|EZ6f(MHJ()q<dn6t|$D1<dRyr
zgp_3{{&r3S|H8Yiqj<NvMkx;Q&29H2R|MY8J~W}=QGHO}7vUvqK$1p0!sHg-KWK#+
zwIoyepK_mbHn5uz7-|*o3;S`AVoJ#dp;BH|UPC!Y-lni}>c~`DRzehUfmyXIm&oMw
zct6E|2|^sY@iUU;`ZMGy%4BRaxriDr*h%!z3n()Q52h^p55AkdCjK8hi~D`qBz(Al
z?tKyaN4(JC8g@ixt9ywbWUoR8@YS4y{Hxe&o^53arsJd8iCD1UV|+aNOC$;1jb4z<
z_1=yil|FSGirxb5Xy2mm#cZSlZILYE9YRwiH!7&;7^!5Cw7Dg7j604TlHCifLUsZ@
z-c86A5O;J&Cqi7!cO(Tt;XTM4q?-E_euR+aR(K0ikTnmkMuOuQa2sM98VK)2#(G=e
zKk#SAXrvInuW^CrC=G*L+9$<lZV+@tVPEzVYLvTY(jgPMDE0%io(Kqe2ED+;y?Jl~
zw$!m0K7%e)!_ZtK6UqVq7#um(;1!*wED7AEIkfsNxJUIa76)G{XN7EpeB^<HUZ%}N
zn4<_z!TeO;!SuSB;8k#W%{<OTaJFS<=|$kHY3gbUI7VL*I|oeAtO;R&UCLM98IZ61
zFGm&h24A461CF#3ARXA=bcfvpDC@gRi-6Lad8@|*JhL+98gNMeF2o=7)WmrEgI5%4
z$6BZfzlV1ln+kd29K+a>QhKFsZFzLz8Ep>5HT9zU7tJ>6q^f}#85pee=Tv)!$e#+9
z*{R44l6dT`eqCjjXs<50ilCj)4yCOtj8gAp+)pi6(b&#Wu+o8B9XLyVU*O~!M{X4T
zvb#n!%4T6c+Wo8<!lxPy+en+HPUrqr(5SNIsa8EuycaBpvXh?_UI=(W_K2H3Q;0@s
zgZ*5*4>*7pslN!<3&*H#i<DF^<$m$%{C^c~66aOva)WeO<WW*B{TQ%|(8@k}rr|x{
zWcv*4DincOR2;}#uu4gRxK+3!530{!E>DHlr@SQ-p%al(f(CsGsKxcLoo5bq7S6L*
zU<=`T_?|M5T*vQGtRNF859MLRzP#OJ05Ks&LM+F#BI9uiwk-h02C&(l`Pd|sYrhdy
zA}8PkMYL`t-%nnk9ZM0BIqCy>VMMYjJoy)1sW`OaCDtxa3dlj<6ZbuHP!67He;FN%
zo`!D7wbjnNL*!bskur?vHj=ql@LIiZauc>i^K69%8>(svScn!V3OuuscjQp}_edw!
z3BmHAjnjGMq+Q*U%2r}l&D2~0KHU5)IT@R0IJ6=Y<!HMDh9eJD2G2A^DX(xCiLAmi
z#7pWc3SAioY8RJ`DLG`dEqj?6WEoj`EuLjOO1&4hK~HDS@&&bHIH2oG)fz$Q!Ziwt
zBt@jJ-C5Dfh_-f9j+G=0ieLX*{m8^%gv2j4EMc{V8MPm|9=?#emw(@Fma<B8%XX?f
zS~fxWpY<W*A-&%6o>g9a*z}tHVRez=8rKweS+|8B7nY^b3tfD<s&cWtTZke~nr6!&
zV}LGUQuRXqH`*g}gy3cIFk`y#M#d%mYSHDmV(lvNgRrUUc<E^0Y-OZug<FO^0qC^d
zLolFef*x}(FoYIvya^N+mFvF&TQY)mqk&(se>Bs<%t02&3q0x@qKJk<-6}{Xbkg=W
zz6s6|Ofx~)PwFnie(XZwOWk8kmVQk01)CgOubzmmS=OQSLNk2b<z?tNH^Jbm%!77*
z_;f_XZ#2qPr>QISS5)H)McQA=@#)!`>GJ2Xp{k|ik!6*NN@9(#JK2gix+#gl_lS0-
zm>H$=Lk#~I>C`cLSA$Dom^MzwPhX%;)_}2pDOoD>GS9*8rR~1M$x-A>w`v?E#@Q(`
z7tD|M$q-v}t?H1j#X6?ovu2mMA?>DWm*INMWyKAh-Li3VM>V|U3n5p$acjiqkg0Y(
z=w<9SV|fRwU}LGcwW}D(&S|<<R+{vz{#Ip4WI{~`RT21)C4%wD>$Bk$r^@MqHeRsY
zX0-B?B%R*h_OpCn>AV)-%17Cg8dIqDN!#lp>3HN)>v-1Kz#FE$oI~F8^tt>NXB+ho
z(S94H;;?KO-KRB(t}Cf;BAN5E2I>b`hm#6w`Z=l<zbzz>9eB)`EI_?|bmK*voQqW#
zq|<HwlkWo5v~A4*&%0zw!wr65*8I9Df`r7MRy(0+#a8ni(f+^=!%&I6ccA8;w9VP7
zJO)H8%p|XZuV?{HLnKFvo9gM(xXg7m8>D9wb(S--lodkbW!bwxNOue9_6}5E1*y*a
z6!)O0h5h6-*p7O-;TjTO99oxvq-JJW%}7vUxOp=&eZ^A4QTS&dMSB_k=^dhajf`==
zr<jTSz3?r;M!czv`j_&qqW{%a$UQP=Rj(oWi9=1Nh?eEw^iT22fzjIG_#E$*DqD={
z{Cn`Ge8AQbe~HeZI@h~t4-{>#8PFVAea-SgU6pX$G(mZP`3b$Jq9AaFCZBxm?XM&V
zy~_gfF79rdiUa7Cs`qsr=FLUDHFl=h)n_c(hTw$F#v<*V<;Qdab$y_ldYzKzouc?x
zUg@%wWDz;GLfjE!mkg{uT`)Hr?Bf+(Px0@1T)Hp%pSF(`7elL>x~X$~1M228n%%cq
zM4UwX@A?yhsQFfPx+J4y#u{VUp=_^SyNZV?BRVUqyrcKE=Fv8UavH}nOMDA!^qhG2
zpQa!D90!VyBI;b=shTPMTD-6C9?c=^N;jXrH~ComL8drb)4Y>S4b86?aTUG{>oopV
z4<BQbDBR(g)<bf0!A9jUfLF}!oy%FB1$OS`@{+6CX7Ku>)0*rBe}x9ueixd38J2D0
zP>)PQp>(L@6wM6TGn<8q8Q`&E`);#HoE6X!A+}9+ZRrqSj-J-AOHv)`Sko<qeCcLT
zCif8PR|3tBtJL=3X&YD`54|tC+m#QRv&Obh1WzZAYUY4%qyDYeL6bu#SP3Z3S754w
zx;(79Rq#Ydr79K1Y%Y+U@Q0$#&I(+b`KoOO9+C8+Nr3$m^`NdAOAh%_U4uUK6&N+B
z%44e*LZcjaDLc?n3n!Dak<&%Ojy{!J=8e{5C6e^Cu}>k6x>kEs9vAY?a+dV+r5LUg
zZXSCzxAA3;50q1|%!QFe9|{*`cg)szWnOOCpi?A0YWSmh7<GAY3N$3-e->M%udl@5
zFULJjYf^}}j-M5+c-2BCk%UdzkzKMQ=Vi}-<pl*<HSU#Pigyv`2cysl+~15KN@ek2
zJ0b0Max`xOOA>lVn9HMha-?HLkGF9PspaY2P)S+kuIdNnE2y*Z0m=fpfb)Ykg?YQk
zhUv-4P1172ydR<Yf@#7Bp3#ztQjabDc_^!^^L*hh&QJ@d<SI80TV4K|cZ_|x>Tf|v
zp*vkFJehcjJyuK)dCq$)4fnJay8{`Uo@Bq29PgNuzgp^UI#<*#wIbh2U&}_bIx2Hy
zx`L(DFMxgG0_JhxScruC62v@*h)SW{jS-n^@uO|Exlwqev8Z4#b_i}Q@xsEH)#Yc=
zQ~9f_y3n$OK|~z+9WsYI25I(qBHW7juYa0xS=Zm1n{Cj>7((-%)Yl+O(SB7vqrD7O
zyvS>!z;apqzw~|NxZq=)SX|+8R%nAhUUxn{xwfJuKg-!_qfg7dV%`DnDO4C&(C?Nq
zbeD5~R2nsf@p9Tn<*i_X-6!|;*d^$|a|eE;*|t4zZps|jyjj<fbG#uLoKT>wxlIo#
zQCJwcjEZxHFYya#DcaKD1h&1h(W74wOtcK}Qe)SQZ=St6r2B?$TK3m=9-z!W&^(lO
ztoTe_UG9Vmr)s;n)6^pddGI9GHubtec<==|u;vbRe9l1QciOK4Kdq4QvA6{YVZAH+
zAC2ISprquq^TTLo;>HQPSp2|Ck~E&cZ9R}99@3vv@uAGpaJS00a-K#+E32}|avAmX
zVbr~>7ffmPcWxPHVysp$iFZ7Z6pt02aBG$2NWFW{mN_z4*GE+JuwJVtR88Orq+@AP
z?w_hw<|uw`_Eh#^VPwob-g@!)KpWvp=}0$|R0xFi_!swy-qvm^%NDmQbrtU<vEoZr
zYROxQp1w-jnia%~krl^8aXG-^fRlokpp6?T8Gu~74iutjRZUt+4!TkiRz3%vB(hfC
zMb1>VP%j|*Og`f`QnYdprvUK_00rZaNp4c{FZgArI)AVFAFEH%7S#>;;!>k>kFcpi
zq|gjba&+?C)feaw$;B(9*&Jd_KnOn(JMYF7Q&4F~bzW@sr0ST$EORiqx+K=<E4Wx5
zr=M0ahJtB6tq!GqQ=N-`#p+Wu2aM&dBa_`|qSx4s_B**Q%~LGaf~bZ<qN{j$Ek)o`
zmRg-sPOI!R1!ioe1?%TUYgpsdul(=v+!R{3auG?4XfMsl?%rpakq>mZ5Oa&9Ey4V@
zQhkGK+2@KkHS;pEsP*R2(LqdHcg??tdr&2CD-tasez$aU>T>iZJMOsx8|*fJcCngw
zR3Iw5U*;lwM+r?Y6Dw#3BELzaSzN!*Kr9b+nF-a4=QfuxyGw5wN3lIBAoKudL)BRB
zDP9CkTbjy$$DEtCQ+R}ZB2p$k$gB6;GT5`a)x{RHNPU{-(mpe0=yx&pGOr^$SX{Q6
zbC$D&>sx~Grt;pT%@o)Q_C-z-<%;_KV95i?Nf&ou4dC3cvC1HH(ygWuqPcJaqf+#Z
z-NQ-~pD%_v49P%h0&lCdX$2;9kv01Th@Sv^T$af0g8$VQS0eB{?To5=I1ZXi>wq&^
zD#kWArDz@NGn}}pjmv?vR!kDihO7LBibuhyOOVV1Zmvrxzn~nZnMfI~r~sX)PVz=(
z4?Tz6TKJf`mpHv@3MU(XwtPL`6CdIGk0=J4;Sw&jqBCk)Wpv{{bzsF-Lk5sTd952@
zyrM1D+%F7f>{L%o(X$20;N>N}a(S`u24OG3aEX%6#&T;;m1fk3s4V3JwWDQQD&JKD
zj6`a*=}<u*{k~yj%0$*aZRGL^+|w$7uR-V_M_pnin{ZA|c8R*3shU&vvV|sFRO!+1
zAN^F7sy3k@knU+|OWw^|VE7Pmgd45(@XZ(OQ%1QYN(zZA^Lj~fj#8c|xl=G%Vkd=*
zMKrfTN88!F&A>Q{SJGVIGi`U+3-A|9xYz>@=b0V*k;7syQ?0PNG?Gjd6_@`{Y%dO^
zXsEFgTiSx$|D-mI1BoixGBz3}2Vfp;@hI@8u+{MbyhZA56!S;X9uqSJlNl#O3xv~I
zja92fE*whk67g!@iiH0pYX$yct}=U3tj|;6ro`a*0XhOqGDLB<^0|Wv>RW+T@Sgv-
zu$>|kWQh85B*JatEeTw4h~%GTcO)-m!+p-kt^pZN<H3*Mas6D@KHxcen=>0s<A2~%
zz~)Lm?<jaNdy60j8WVqBG#pA?#u7h(8hl!%-=P0FIf9{Zy3USiOU58CSr+0ue**g_
zA*tx%3h*0QfB3U--}p4aJFITmLeXdRj}I&jLJOP%flg$LHiv#*2OzG@bS;;+nsrWN
zTmFNSqw3A7;>}UI#61*Dl=p@{6?u{lJ~T-!u5*e59MC74L$t$IA#7x1S~hU^F>jgF
z<qS60;FbAwaE~s;G5OhQdT682tQ_W(DVajboU&wlv1gie>i1?Rcs{+pp@$p6w5jbY
z`<Jz+x^nOeRco?~bKvdO-3rYWPFBl(yu<^Fznw~DRrntH2b7UR$S^b@|0gRCU0j@3
z0-=#*+cLb+0?NXb=TRkXd(cDl1Z&Xui!J8$*we8K;t28^bg^Wov>$p=Ud2?v6Di}0
zPr(t?_35oJ#wcA`0pDVW2K69uyzoT;@=B<;A3(QB7ZJaKBI+ecEwF`tlF<eZV{R?_
zADG8(PWvBtl3O4B5?aOI6jT8HD}1qt4Ih(a*gr=0$-dzKlP=<(5v!zw**M)GTOdd*
zS|qCzLTT}UuV{BPA9y1f8)O3>kTMrlLWg9Z9j3ugz*_8+I8wS#WE{-HvuQmNf$T<M
zhIA4Tm3mTo0@xirO|~8k4txu&15Yk01@A%?4k54`JQ15A+>5mcZ-_XUi8e$$2TLpH
z7oS2ur#eZR(7LEWDi4hgTq8Szd|Q+P{*A10D1>xK7FsNjs*{9H!U&a>nkoFEtS*=&
z+Nq$fY7%$KL!y>T_LEZs0qHmV)uI?cfNgP*LE}(9a+NPJ9Tc<(l8w1l{|G1Ot@+i$
z>)N_i9-=Gin#lW-vC8VeaA}_0yeLBUmH-^gU^`ZZ(0M!R-V1#BwKY$wN(9-}>G|$L
zM-z~8UF527i|i6JHOB%cOKvHjFLIK}$)65gU;^$clc)~mRI#5ZpXHw`->&p6cFlgP
z(3dF_Ps<-rhDLPD{b>D5N0QYn%zZRDmAA{bjMyPgmNqK#N*1se$q$vCFCQ!Ss+4Az
zkgZg&#1e8c{Z~XOp=JHg?;SCdH`U!9KP&`n_u(d~tK=v-u4)G>n&_tOElVJlG7e;I
z#ZRzKB;3REInN@-<D>YFey6Z~Lekw2tC7sJ8;coacf}8}_Z(klE;hieD=oqbd7rXI
zU{eH12?^*W;jZvCXty}TuK`s_uDXY!2AS0^5nT^b#iLO>aWg}Ye3z7!G$JRYGc%(Q
zi*#T7O@uCEgl8ahz{`(|h=Jek(MT`&&`yrLgU*Vg;YRph`d!$7EGYf~vk}|X`{6`n
zY&-*A2LBtr1Wtk9`&GdN{MkJNz6<}f+lC|}!-c)jpog1Y4DsY!i*-=0e8}n)D1@|&
z9|A=XE5q(UEL<|^?cauNanFI5pbzctz$efNLRXNhpGA8CYIKu|XM<8rN5)IAMD;zc
z8yrOE!c^dH`98n-&<xVUy%6ffHFiJY9Q2LgB(S~u3{44Kw|Eup1WubqWEg?1dR<%*
za7O!gSS~nUwbgG3s8?jTXF|cmJNp^%aIBLpFc;)3s2DKb%4g>>47{S#tG4Jzlr4?k
zrIl754Zfg$Oq2UaRf#OI^G(GW-Z7hcIY*qs>Nolp7gbExKPa1!`$VUzIKC=D>riEm
z=BwA!!Qf4*Kvu1fTyc_n(`B$FP*}e3FLIgGp7}-hn}U>QXs-_v{t22U`asH2^(y9#
z=;_K|9GhT3v4N-cLFJXgzg?D-!Qw{?sf3U0I5SxDfrXV>)Xz9Wa#X5QTsXyF*~}js
z)vaI&`h$byaiTIG7U?MobSWX+Wqu3y<1t`3gH(G6*`+U3p`wE9XUe7Gh~!p<jbvd|
ztbBrWYS1rol5CDo9x)s6b^-BFu+VlShC(L#6Xk9&u{3*-Uf7ULk-r4rCwr0)p#_m|
zh=)){(6hlN#15Z4+y?sTQj0O+9NTd87QCIFqag85C0FE!@q<}!$m@7^(mvuAb}iD3
zzrnJCw&0V|XFg0U8pT~Uqx;Z#wj6X7vXS;qUZ)n6G>~spN3-^mLzQcis_}mn8Ib~f
zlzdu{8jB^K`^2Ly_$8Mks2jG{wjOzaVzfH)q47XTEE#A}XEBI0-R`7BJVw(L8G+@h
z>Vg<(k7AuqG&+gA?(z?^6aQkn6H#EE<@XwWvfJ~X*N@42npR))yeJ~}ZFOtuf$%wI
zyGqK^3WJK4;F+m?&MI^quFmA0STI`gQ(RJRSHH3d%%jzYmAa-avd%647~5?=OSu*H
z*_cIpxs<BA$#VB3G@0C5$6Vz*VcY_(e2;W~S#_;*rAO`+Ygko6>JG~i8WJ07{KmKz
zwpHKGj$67~8_9j;*{XUe7;x-T42XMdhLD}Ijb$UOa~V5w11#~Zl+>A~Z1#UK=M16T
zZDD1)v3&i~#p<g<h36V&m$<?4j@%@@VN*(M2LCSQSu*)cayFVe1hK0c3<rfpF<H9p
zB59a|rcJzY=_Hj&I?QuGp^%k1jV7CbM>ad~Cs1z52h%HQcTT7=UKX^<UoVjDj2WpF
z0q)BlsoB6rzduSYnC`hzu7O56xezCz12(_#0GL~X84n>ZvmY7!&><-=b(P5dmHRae
zq-R;XN{B#yHxxRA>A8p8f-s$8i0MexLVv6uDJ*d_T#$dr*6Y*cL`tJpPaawcs_TgB
z%b3bOVu)Xl{3;&m*-!q3nVl#&h~8aTfh|QHik}*0YcFTBbiJCdDX`|Tnpjz(x~n|1
zjH`H}2=F^DpG}_dJWJ3CjuVNG!lx|MptsOtxt6ZHtZ!*4?bUfcaZg)%3Qfyn8mmg3
z0-I_dRDAVuuJ)jfb1gK|SP6Co+I_ss^9BpZ#FU&{9Rr2z)GMw3mMn+^o4%BNUp}IK
zEoD?7S+kI~(kIjmFb}$R=`VAO>@H|l3WMe^Q%;i3%%Qb)ly6HdX#Q3CEY7xZIyE3-
zXYDom{=kCjG8V%p!uWuj=z3k3BZ#;6RDBhT<{y?1zLm}y+fqZjy6S&TBN&?44fQ^(
z+z58fG)`)ukNGf<;}c>i6>N3=sU0nzXfIX%Bh@VMB|iaQv%8zla9*skHl*>KVhd{Z
zd~Sq&H7qz6IMb9MO7{uUPZfW6`&)fiy3T%&;u0WSP)#m?JhG!3(?$QTim&@9-XH5&
z6CeS?zgw0_Ljt}VC&^~}L}_0Dv)qDIH$Z#)kMjSZr3;=Abl5NJOM@MFan+RC3y^cn
zPwRYWRrpP_EyM}9Zx|2t`z+Udhkm%_DZj!+4tDZo@L?M#{3bFpYg@e+E=_q}^Bm8O
zxmO*4y$e5P3dPC;F6w>I&pzIo0JO!eP#KRFI>eFP=v<pzycGE-OH;>Eeoi@8<Eku<
zIc0$qY2mw!q<l`mHJz0B=@X^a;lJGYitYFehf>l5^R*%I5opx_ocB1xy?JrruWTnB
zSvn<u2AELcUG#(ATE#DWo_m!3it;`_m~Caa1W)GIbM|<Q7JnB$U8Bi*TUgw<F^^SJ
zq+L>Y|Nrd0S5#D4*Y9n&{dC*G(5-E^SwK;Opn!k^l5@^E6cklJ<(zY_qR2VtoO8}O
z2%?~3z?^f=`;^`9`<(YX=eu~YZ_b5`@f$<${`0@r+%@J}bI%p&OFt0d8|4JcfxJ*O
zW8R4wLxLP)k@J|M<E1z~f}X}}(lg45ie7JMG&}R7{|OjdIuZmRnAB5Y!zf-18C<U@
z5k5pM;s)(6BMgYY95=(fB&TWIBmF=lmOb+@!QnC-eIoE&iE03tkV0XHz=_q-p5bMr
z1^+G39hCL<$6+U_!N+c*FVoIzTqYVY#HALlB*kgZwC5EDQZ(wP%*Z6`1%VkOQGsC>
z8E^dTBeR(&?5bnZm~qF_P!E_dG)@zEEM)N+=e@$GsWSH=p^32G$56l`nFKWQyP=HG
zVBUM*3a~rR+RiXq&P_Vzh1$!xq%noR%TX?>bW}^grAS=g$DI|-d1cGhiBx|x838gI
zvRg9ZyFJ2E{HyKds9K@VF=Zs4FVYysM{^4cN9@xx8<K}y;?nmClsuhNxP)tdn-Z5H
zR>7O&4Se#$BV*;ZeCT`0oZ(x<E#ZBQUi=!~-9imJbP*@nz?qi!nqT1Im>onw`zoc6
zM&1rGN-^~D163vD+FC)wV{aHvA+X|i8lAXm{`-Q(i09r%lg>b*{g3nQqizQuAZ&w?
zLElGWkec8}-bI*AQEzRu@dptG1{$PP%#vCl&5!g`zDC&Lkei9c5gS48dDf9vBEQ8O
zNA*N~3vPk+!hZ7p3HcIv#CjMTiQ(!$Cu$Sa)gq{l6#HCh(8(xD!Z%@SVoEs|B6h&X
zv5z3;$lDRw(eaqgUh0T#xBzP<^d-WOejfe}8K$PVF^3kJeb0Xcb2APVY=YBc2ZyEO
zshEL?kA&{<G-w9t2hUI#f*fU)j$%@->igkt(u8U#vV;+s73I4_F`0E^z&x#<^+yPl
zz6~u8{}-JC>WI8RU-77le#7vy+J$ssT-4u%eZ?fI;Yp`i`!f%Et?*-H5B)~?8=0Gf
zWV|d?aaaiN_pm!)2shDVTT~nOPs=WZJ*VvGeXIsYPmMw{WcOvLdVZt$NatJMjj_fI
z(}4HVYsi}+uO;}f6A_2S>)cbJb;4XrBpfa{d~_Vc<~6I)iS1mK^l*1U+7YR<cSDLY
zJ=MQG@iNjmcs`yN+8nMa*L2?wS(2W%+yUzqqmP!Op9>zTv53w*@3c#9F?sQlDX;SE
zV)}1>y%{*f>7d)G>Y=WnfW&)l^AM%DGK=#tHJR&CDw-!cqsAe;<$I(C!j5|Th*J>X
z`TNigAnyg6AihK225k+2;?{!SyH*mMqJJ>=B#j{Kb%|6t=Bes=MiEIP`4+S|Bt{e-
zeHN5JT?hXWTnyiUbb>YnXQCTpCSBLz?2+G@T_<kFz;taW+JpnDZ|HK0dlCl>f|7+l
zLheP6kv~O);6K3rfZae^1f538(NY%z2914WCdP{icwH6JGqUl4&9n@fXW|baJQ~E$
z2b*E8lTsiraK6!Rqg(JpffwNw#G}sbsMDl=vmbGKlyIH<#Ot&p2h^#946XRukh>Hu
zULfcm<vtMtUZf^OU5C!l_6PnM^O`o`ybTGZ!%a)DKQdHxh6yhjZw{QGu47(~iw_#(
z+~9hIKI2><kRpEM)I|LVIl_Sk_(#Wbl$|mW8tl8K9+>ahojL^sHMZ=4D+R_5mRAOR
zl16iAA<mKvd?QFGPK5e`&xjEIT~Wb8dnYCML4lg-7PLD57ab{{!M%1Mn0$v*9sAZl
zA*qIaCg@$_Z}?4NPVw51k%(6L0e@X+m`usB8s;t8d14a95N*-H;~w*09*8D0xMQ&_
zKYCUw+duGah5;@i)IXI7aR^^X68g<UlH#)+!7)X#O(&$t2a*9DM;uq!b^uF0z-yHL
zfNk?;Go5gk{V|x^1hrsS@H{aNq~dEs{yB1;eHo=DdYdtoMnHhH&oTtqU-xlXXGpf<
zPLylNzZgf+=Rw-&n^-v5A>t)|12o(xjW8P{wO1jvBhDHt<_2Rtw1?=b1m%70%vOqz
zhymAw&}dJP8=|hGE~75POe224^dZu{mvMclk9OIFM_8`WIkE#mUAvz8fV_F%Ek*~;
zOsF3nj=WB7fHBZ=WF10`JrJ&k%ER?}YhqRi0e1WG?xYPyS;VL0OWGxrMe6eYjr5C*
zZ}}e~FG)uzCD9h-{fJr^iwuCY5o44|FErYinrSP;KB3W#juB?)NNqm(4uiU1hrWxM
z$$JOB$AXgUpdqXh_)PQ=t33=1H()h+4kORA>TGvn+F9+#U*V@%)7ohA4%W^6t~3UF
z4NomXUldKcA2}s_4Br;zEHn%qin$>O_0&bw^F=mI=yqPq@d?~R?j3C?3C`WJKZ^RA
zW55-H7UMNY?qI(BJ&Xt49ZL*79z81^@o0y4NH*Kppl*vG$AvgEL9cco@go15{WPkS
zYs&pKY&<QScqu}f(gXV$qLTy-nTUEEf7T-q_E7F%^F2ymI&|Cx+aNa7K1M_d3iivW
zy1YM`3skyyKK?t}H~x&MY+6IGdr-XM9B9AWUWR4lCd&$@X0*CNBTElK)AVH%uzJdV
zoZF;OMj6Q=I2X5>tPwU2?Wb&wxD$AZx*odTHJ!FK#@5o2Zic8d;4@^H<C@{DUkQ7Z
zOW3^>KYA?QBQhTIjKGfi9<o3ziy;NBBb|odad|@d6NRu?qVlnu4Q%PZ;xB7PFcwL7
zm2WGiPHEE6m=XjOeGc~%N;k3>ABlbuU_%(jHn}*H?C^Ap81hqMsKIa4K5~dAnBGT~
zswgo})6Y_aP)>xSs0H*jq8IoiHii`D568VChd9p@DkxBkUrBN*Pyaq8iPoqIr%lq|
zt9UXuGJPo+gg^Z;Y7^=YMif{DJ;><t8^Gci&z*Jg&dej`wZs4>N57Grz`UdhqP}BU
zsL&ZPtO{}?teuZX1|X98))9160Pnn?I!2S{=v0qW;|`d+5`ws9`f^eeXF@ZaYR7R>
z$)jIoPm{ODfMu<SS$Kf-YWPc}zNFQ+3B5}k=wyjC5Un+Pf{zn4>HCqs<Hu-*Q(Adj
zRl4X{#g}K5(LqUdh%gu=(I{MmaF2KPbwXLo_c}huprtR(dT^J;XY@6R1Yx_TBgK}V
zsxn94#+Bk`xUt?@(JNexKQt81r3LGG!MX9E_4Yfsg^}NxoZ|LJAJ*N<eTqm_%yf0d
zdhLziogv|{eXOM5ozcIrrowDO>e=5%pghmBEg_|LO>BPjE0YxV1q5FACyqU4kD4Cm
zI$_7&F>Wr!A2UVo11CiN#xRC%4Zh8&iO%&rz}yDcw9{fHAQw!`S<09^orkO$e1e)A
zyMWZMw1Xq3{fRzJJp_9M-A28PSPXhWW1!kS2=pD8Jlj0_G%n5fIwPG>tuxA`kuIu*
zv4qs)N|EeBdL8Nx=^4%tVosjL^MceVDTD#{W@;eumF;1gF8P>o8r^`BqEpUrqkW_3
zJdC4DluB4j%x$PG#Gk3SNCs&GO(~E@dQEF^S0!JjYufZuF3=l{qiJgxjyhR%JH~T0
zKBI$Ks&t;E$?`=)@MI1X{De@zNe%p#Sj54)wUcr=+BRO~F7`{~oz%7L866=lie0ak
z!1$IeSN@Kf&yGS|#Oa6~z$iRUG#MZvNQF<`T!`s{2iEUMGyJDUif%XlTAd(j8&6p+
zlMd$^Dj#4T;y5F)*u!xP;Gb{;`9Qz{d`;|O*EfVQX@qqb=|^#)Q3Y8fe5hkd-7m0K
zOQyZ&Wh+}UPI1>o@0H&04hs84s^Y)XM=oIm-F3<o&xg%gM2a_pmksSj&e40dCWUE;
zY}FqH02Z~oLXb$}MQMrm1|dSdL{*`g-gian;isH-39}))Ew&23iH<W=6QB^<S{L~D
z(H~Wv`BK8~d-m|1DSpsU0Xza0!V>60)_R-suSFF*%J>YJuX!W?H>9e;b6y)}uhudz
z8gHV?;hB<B_Xv49wC^B^+$S-f!S&o5a6d0Rw-*`a@P;culgv+WU9rUmO<Xnn6RjEU
zZzO-!a_&ybgFP!;6S_EZoIQ@w40_7GjxF#UVqd|pckpFT5vXP>>^{;O1Dqn4^0d0y
zx2P_vqny3;ZF|)@aK_ch&CHjiXF<-aqvRz|U6w1Q*#11rj|wrPv0`Wj1|F;w`W~%z
z)<wqes#n?8%&mK)**&cFU?Ky|WCV6IrkM*KP0VkY@9hyxCDyNI`<QO5!v+VL8LUvP
zdFBgN{(<jU64u4Nxoi#ghKTp{gZ!1i7<vo8-UCB_&sVoU!Pv>8nXO}ZbFUhF&*<j{
zYPB#;IQI_x!F<et?Hy;evTsIY(bQ%C3fxGWlDc~AqN_-@+r6c`i)u_S&{Kup`cD`e
z1Y5Nl8D+eC2lg?^-1fb9SiYQ;kn71}uk${6Nx%CgyZn?;6$JTw%TgG~_&Yfh9H+ZQ
zHWBqseOkH|k)h%&W?==pR7E>U2_fqe-Usr$U&oJyv^$gHh~aCk8s*<dqKzhGl;|II
zf0EpTpHqJ&2BQ~Ls)U~izwD|POjEpr{o<hEzk6HD!Qf%1`>`fap4D;b<Ct(GhD444
z>pT%_p;I+B3D4thtGpDHli<5m`K8onL5;HaQAu9evb`}KPL|T$@cWh%;`b<hBMs36
zrch@_n2p!c*d?G6m-Zdz(<sHe<%({x$e{I-Wz<@)ZzZbeBFA>IHP+hFQDlyLdi=id
zD4|cMT3|>j*VxCmp%m-`@kq3W-PgJEjJiOA_-6vhlO|#k>5jI-E|S>dv0$E@dc2H(
zh0>;z&jYBhG>-5L=w|yQ+;m359u4je=1jmdp@=5;Trb>1Kj83CfTL$vRPwXwpA-jx
z!wiy+fcuHLPQ#Y#%q-v6z&Xb<-UH<bSpA9(GaC-tqm=)V!*Ph`M{&F?f_O!o-;V2X
zFR^dxxN!~GQyQk6WcJ9u3mhGG!=7}`FNz74x_mp4od<`1KzQGQ!YdR0Xc5Yt<G(l_
z&Uw$@pi{sJ;5lp1*(==AeIMCPoO^qE*)<$(uZuZCFBNB5R)FtW>-QOZ1M5%hNv#VV
z&{s|R1m3C@mT)wx@qo1)fuQewES<qhcPxmRq%5!RvWx>_oGxd02A5lVr>TQ}GAT*!
z1m_*So47G5N(&Sh42K^O$Xd~<N+5|T{`F3TXfMUXlabyZmg3};`XM5~>U{D?h>6Lu
z#PVp5qc!nLaJg1MY$odcfp+O0oIq(vbdhAV^O@i=^{VH(R1Zk8<79Gu)B`J*#Ce#z
z@x}NG#PU(B+zl<$a*@8ng&w#dZYDY?ZxWVKymx{5cj-1Bl4Lb_siR9`GZJrkJN^;c
z)0ii}jI}=MB5THjwd@t$xJ3tEi%8`A%5H)zn$50J{!a{!$NEGsY_Y?&gr9M5EYsp5
z2oA>1vC+h`quNq0@*XW;u|1{t;GaSe4XiBSw=mZ4-pX@hCb<{JPmu`@;<y@$yQP<W
z2X&M2PMIEc?&!}FeOi^4o5+S<c+g0IW0Wbk@}4mZcKdPLSrm7NI1zK3gSlMJq+0HY
z{f${@^ig`0*`@bZY|VV3Whf-DtPdLUyI57qmw0Y0V0Rq%IQy9UuW}YI+hKid0gqwv
zLT18SV{}sj<HGbliddWvTJDPPwki*L@po{dl|OP%arW-+<eX(M79I7;cCAXj5uoO!
zBCrVV_sbye0+EA%hKM4gKq8;9=q!keEd=>f%qv3@b{Tz0eVp{3_+7z4_bLDUBxmpC
z;KRJD{tv>s@DD=%1Y1Tj!s*a6-uIv?Fo8`Ud_4+kxE<q%D_5T*-Xp{FoSiWdvV>&!
zw~&Kegbyid7?&RSGb|h&61s@o;Qc-L9{QZkt{5xal)(gg4e4j~vxGO)#vGD858)km
z&4rHo7kkOm58Z|J^0UKYBkY1HctbDk@Mpw7tYf2^$-f)0k!Pr`>X!-1^pjaF)}M&)
z<zbFtq)8UnEr*<q+3tOXf(S<hLa2_O43H_!*m^TGkZx*Vg*eTKQNNClVfJRKTRdVD
zW4GDWvm=>g7c;gO+Sv0f+X7VKU(VL^_z*hD*0XAd7_f~Eeuuwfd#c~T&9W)!*UX$G
zy|VQ-An_2R#OZ`+5|!w&LwE|b(eH@hq6aS|m4D9)A8F2et^XWu$^D@I0O!E@l(uqW
zPg1k=m=!f)jQ-IfE$#|xqg%CnZCH`dJDG;Zp5RQ0la(fzAqv+&2dfo?s6WPD<~gPv
zG$v##N%Ab$WEjyo_O_`p$R<~zq7w|{{V8Fs`-`A)xuw;25oe_^{cf0^C`SDmR?G*b
zgM%YoKS{TRfxM#WhzOkDDWnmkGT0zACuS3<+U*je4PtE}!DPbz)N3JJMEe}nrb3B_
zQ>lLA{xRb5Ap0PI78p7k7LN#wfPr_1T!R`xTiu*sE-<8pDoXJch@K4ZhpRZ~L~$iE
zlDoXJ!e>N(`Xxp3D35~ZQTp)pVT_o2!871yM3pNx`UqNT9*=l}OVU&HAQ2xNj3oO~
z%aYc)Ex<PkSl&8_2V|T-2{jROH~18$BxoTVhLgIqLLCV*^DS@$sakIn<`#9`K^loc
zFH0ag69@+UogRmYrX*dTlO)UN!9W_>GH6{`6vf$Pb7Tn>ZdL=^P0QE4g}y_7doYeT
z$fU%pIK(lHxi4MQnHZv>7mt}0b;qB{><x4XX=UDY&H@{<c9{i71FUe}5%eZj`@uY-
z5_?<RM!PMdpSj;VM+l<`2#*9oQ<RbKEdOOdW3VmX#91}sC!XAFU-U2B>$-I)f9}zP
z)r4FQUw+Kymv|Y+(J?u06Mow5RV)SC>;sja3or`WDlv2F3Ev{BHeHEw5N_4YK@Rhg
z2U`h;x!tivR@C$~_Mn4CsvX|NwIyi|YVYls;NpKjP)UBlNeHr)K}_qRRpPt4bfk;W
z{a_#dJg+CV4;<_k!A3(Sz1neI(O&)=AWZl-!BKvfk>@~*j{7lpAPAEygd;H1Bm2o`
z(d_*L^j@N$^g-wwe;w8z;WvXOu!)fu!U7^iQFkI9`E7#lgC;r%QF*XH6C%z7<#*&8
zQYfx%|5I8vStjucd>X!<Q6B0EK8In1S3(QGiI87oqI_MWD-fpk?+|>nzR5mJF3$Jx
zed5o=Db=0S9BQU$$j?3IBwagbi(=Zz=FkD;Tm&_Ofu8jVgOad|_I9u){5#`j^g)v8
z;UWBe%Al$_rH9TG`gw21;i)(L58)e-w}UkZ*TZ8#$4S3>S4Hy34t5<ee^4@vgOOLL
z9}ZXG9?~VMAo2&MzChi>llFmf)~A+^M|=o)Mn4D23Uy%Uc)f{OW+d4;L^U%1WxNA1
z%oHC^#%*EkQl*joS-pIH*VlY!@<*>&{<jEY|Mk4&uxG&~ye(efa6C8H_7YUg)iHVq
zpXV$bmS6)pSk*+*Db6My#pU~0FS3`%tjq>p;LDPJ8wLxq7MFY82ic2!ZSjya;U=S6
z_$L1RVHReD$5SmPg>w&cUpR4-Uy#naW0MZU5BS(5Yz_Sos4c(bnHuIRYqC8aIW0*r
zqQbBu^x;s9yTC%Vk@OR94|fMF&TW|3hCq0Iig|=W`&))oW8#BTJT~A?f<9SC5>G(V
zj~SC!U@?bkX$$Cj6&mvmk;V>(g8bJIFwq@BNzp6t9bx-}Pa=~e`rU&u+EAp`4g9w-
zTf@hsA5fl$imCp%0hIy93^|SYI6?-p!~YI(0josKMgIi(6m%JOHu|DlF>(fe(kcw|
z5p~_Lj1Y!XIg~~Dk=Us6fj&%?F~ni(qb1m(h(oXnXcoi>F&?xb+6Q&d^*y`<yVdd;
zS_2<uh{N3=&K$}ntx$;jj?gaAedx!7K42O#m0?iaHb`p30G=B73sjY`<Z2%?Kr*!i
zBXh|EhI_CjRKG)F;tl$?eZjP?jF+?n0iKj@bZziQDmt<iltJ4NU=wLYD{v`^R-zkQ
zDxM+zp}{?jgi(KpMO?=e?Bh~VtO%-|-v&+`>So{*PD13`&>>Ege`Q1k=a9=z=m7h@
zMG<@}`<%fzI+Z<gh)r-}x9lsV++Y__vVF89+feoaW@0256Jjc2`m2Sz3(?M%kZb|c
z;sopfpJEV?I>Spi#K1Rk3-)zUaGYAoZm*UE2jr69!?=$TpMp2Yt^N8yX0kA6@5pM2
z#NvmTV9}sK7|KBS?V$*~8UMt-laxQXQW6~Zz5Bo5Pw~Fq8sR$$GyY(oMUr=LqoW1+
zN%$_)CTb(3SFfI)0n1SLWsab)D1kYfiJ63Rs6YLBVRPukASaL(HZSy=&kj5;Lg3Iw
z42N2p`jDBh!+JvMAj(x8&alEwEA_IL$+>tD3=_tUNkJq<#DwXgY9T(}=9p8_jt(2}
zo8f*Zt`mi*SUp#Y683>Qf%c4;ru-9gf=a_VMeU9{77dL_iXnvl0e=f`^`fJ|$oKYe
z%m<9;2^xL~H?5~csv}0Kv#664LuF^idAc@sPox^^dXxwBCI%O>HzonM#<K`vftT66
zLhmN3olwW=kgn=|M}$xs)DtKpv`S?G;}=FdMkzdpM1*o9)5)M<bQFtX;PDQIrhaD^
zf|O7%o1DU&qb=wz5*+F0)Dy_J7|)bj>0zvmXwNVha{)3Mk;B>+G!E%x9rcKezQQuI
zT|pdS`I=DBtt_r?7v7iEtDZ?d$oi;!k#>r0h-wJQ6x@X9fnE#bLFSR>{KxK3qLTT#
zwq*FPJidt%YLa_fSB^{N`l}a^q?~c(542#84(eF&zSyeB@vtgcf8Y{$t2EL*4k{L3
zu+@U?7lj!=N39XO)rDf;@blH<NPqBbRDP$e;Q;Uj>a6?k5e_twx0XMG9_}CJs>ZMm
zuD2>-9tz)o{4nbfWbv>!+X2>hz>t%L*|3Mr`;OQIiz4mu^A5Kn8wcL>OQnQ_@?7{-
zZp2Y5ZAG8jkH;P{zJqN%?7+mLY!5`Sf5R>9d7!v0peV)+R~}jbIz-qLp6=UCltpGZ
zkC9$PRall%(6FUrS+w6!+J_I*=dn!(q|8ntZLdAMkP3@Fh^9hT!ggUzq78kzaSvhX
z&g%(z$nPwFB}Jhn$4n@`xFd(x(?EoG2MQT-@|(SxtSZILW&02%$e%-XQI)7M?;Ds*
z4A;p97mKsBC{c8e{b~4|bdt0|`xSKuW!r%+x{zkK_cHS=gAO%<sS{K~LJ<g}mG>c3
zCdtdO9Wz1(SscaxKw%ip60y`y?Puh7^zRRxp%pM7N`El-GY28`=pX361`oqT^bD_R
z#BKT;M;o*`!_oXCww2Lf$R~I)wX|=L|HbS(aGQFW<*H=ENMfChya6@gb_O4de#EWu
z(uUKyK@OLZpE%FViI^Ntj^S~93@1o?fMmhZI`EQe%6_i|XKZH=Mq(B3<efqDQ6*xY
z=QPYu#C8xN-YaI)8KT<-MuvajO8G|GmBdn>(}Aay32vy8jNZjzhx54?-LCq-;6C+w
z?Y@P#*I(WCG|w@ZcOsC73}1hAEiW6gr0LAN06VuYoNtLax@(a?LL3KKvSNJO{nxTC
z1-iP~vK>O++v>Bc!bePAaMnTE^cFd^m=(=H?zbqzeO25>+~wUKJPf%s%#yw<B*E_&
z`c+V#E1!`7?zD+#YC#{Eu$l8POT7$MEOJsafE|P-?z_fuC4zSMaqX#rp<a{?ks-dy
z)IXr-T}o+dV?wQ;&~CurnfyRMiE7gGVk}@2HC>o@3Gw^avv-oa_w3}@({6{LiLUTH
zJ}#sT<oC|k$%Clp);5%jn0v;hwD0k2^!}i`5cM@J7{z4H{==+asrUB4*hq$La4GHv
zcG^3g0LLpi+Y(O_kXA!vCE}p5IfY3+sQZrkf>NhxP3O>T_Iol9((mr6WwkS@K`$_q
z6f3W1xOnP1r*^_YYLk@<v6|*@bdP+LzD0MQa*lpWGngh|Ozo#ILYeh@uCw;A*g+8V
zx2#w%G4==6xDyn2iZy1njeuh{8I6;6vbuH4$PZYTG%cuu>@EA_={;<-y&IV&?4ZC8
z$OJ)_*FJQ=z{%-nYzsfnat=@Coia)%8uL_i6Ul1acuf<kGI!(tY`O&}cCQZ8g0s<2
zDm(55a(g39@#5HTm#*>aGrJ@S3Dz*gh|58z59^2?K?V=ziY#C^l+Fp;Fy1@Egzm)i
zz8KL*pR;bii#h^0c21&z5Nop&!fWALhMR<b5WB;_3C_mk9qboCP<xe+3U=VG?R?08
zN-p=w;4cQ-yBhJ&g%NCX_#F|=rWJf5bhAM{|6ojx_C4Mmq~F0sUME&xnZv6m+U$bz
z`lwFc3!F<4^)5v2E{LbiMXo{g52h+yJ=i$|H|{~?oOVA~6Z7EU6|N~^zj7ZJOXlpF
z=eE(ty?<q?#jJN8WL3jeZH}=%A)QX7vyY&;20yVu*sI#v>=Hug!8`01q({n6Ibqbq
z-D;dOj6b|W=_BYs=Uogb=ALyU^A8;L#33e~@VkB=^CEFpTg-AMmmhr2TA<2QcCztw
z{B9iQ52lglD7BeLaY~_ekl5B1bQ&3Na-Q)E1*uPCq*Hm?Fs2TzNo^f-iT+5%idDr_
z+TFmWv2;Dn$+zkLPFtzk^d+lBnkwUviI8@M!PPgT$1<L2A7^+l$!cqv8(AAvP)vZ8
zw)-mUBYUmK6-DRaZpRt&EAAgw1=Ky9eiID!A;(YOn^w%(t{p|Ev)`y4U_`L*s7RSi
z_Q^f#SQ+dZmvhM<U5o7;lK7qr=9t7^{dOHUi5CQw=v<Yb2N5;8V^tu@`^}|P*o{3Y
z;#U~dj%}hA;%(=dgm>PZwjS{h{TXKLxccDGV+^?|2%`g+)kY3#q)B(hxbBCG^HFQ}
zt`T|QZtiFm+LFtix5(cFPTR!FHA8orF2<^b^9}Dw??86y{3?+|U)P|Bk07onW@10Y
zyxtoqxJ1<6X(afOdcuh;`xP{AeNRdUmzW-r)I;M9Y2uog{3DYh3F3-Iq!5L%*<UY+
z!4K@M;HQ(Fch>XX(5f7l#Uap>)}G=`F-j-uL^QZqu>vbl>y8u&`Z1jvLHuiY>HazX
zAEfZT4|oi!`L0d8P4owj=7PtFajP-GQ&j2+GeIT>X)wZng$p@?;~yiSH6nNtQpx@&
z+^3XfB~@-L{l{G(t_yRmLl18rmu%(4-;2L!a)bXZQCaaBi;P4&;>3MPex?z?MNqk_
zzj0pE|4<6#3@~zbl_=&9K6Y^8uAyjK-sYxLo|&X_>#6w$KHLzR-;qO{dvqNQYmSVu
zS9Lo_hq+aW&)LR&yK9-F$!f8G&!#g=Ez>z3%nK&ooLuHDgCiU`^X-v+oQ<r*8eZ%v
z7G3oqJB@WpDT|%Q-m&{%>=Cxtnl%9Mzd=CoN7g9*)_$k7X3aOB|Mfrq{{Q~}&9`g6
z``7nBto!k&pMP1uVdJJ>f7`s}_pN{Yxo!K7ox67L*{h_ivTwiYfrD!58k&c+v=1NA
z(bYSuZ(w-rxRJ5R2~#t33rj0&8(TYj2S+Do7gslT4^J;|A74NJfWV;OkkBwtcmy~S
z0*#7}fx!_-6dHrY;R!?%nL?$}8B7+N!{zY>LXlXam^3bri%&>QN=`{lOV7y6%FfBn
z%P%M_DlRE4E3c@ms;;T6t8Zv*YHn$5Ywzgn>h9_7>mL{#8Xg%P8=sh*nx2_GIX8c5
z;q;lsrL*VGFJHKL>GH~ztJkjIxOwaLoxAt$KX~})@sp>|p1*kc>h+tq@7{m-_z76^
z%{SkEyLRn&3J<>j;fHnWepLAI^Dn=wS6H!e)23e)ZfxG7@MG&A3P-kWS9qc@Md6CV
z7KJYgV?I0cmo<NT^M9E0mp2M)oSa?VJUqR9{Q`nQ!otCjs2BtagC|nxOb$;dk;Nq>
zrKV?Q=jIm{mzGyl)zsEEG&L)N{42))BgDUB{42=MQ7Xbz#Hk2W5vd|nMXWb(DWbh|
zR}t_12a1RvJ%0Q|5%ja?&tE9we)anGn>TM2vA_TD;p4|oU*iYLj_CkJHVz*PoWq`$
zIAL#<JMot*+|uUC{L98m!Hpy3sJ6j!a(8bzXP~Q8G}cxunr<!-&DZCOm#VX5mrB!9
zZ~argYWUm3uReVB;eY1R*Y)sqJ$zjc|M&09*Sz?e7yox&SUY?ybP9V`>WH~j>A+jA
za!#GA^eLUF05yzO!CHrE2wi>EjQ*}F-e_BeXsW49G+$jLS}IXYBFoB(zxq!B$_#aY
zVugkx$FOH*_Ly5$cH9fK4$1R19>tS2!S!SH(B|PrOh<n+rMIJ=GtyKgnyx7m&X*Po
z7jyH4%gMR2%l{Oh{J%9gggz^`L*K5k;ase@O<HJhDV%Ebt(|BKZy4=@w{|s?`<m)F
zqqPbR<>i98f)f7ej6%WL_<Zs5Kjm)?R*s*F?L(he+Mw>#S+OrQTPB=tv&)}pcdwcn
z2&(DrfVVd{kq2t)IAfJn!l|MP{>ki8{;8B={+ZZ9(b<0rP;Q`j777iewjs}}tdMsb
z%~>lQC*qcREwbl^9ZH7!g6iAa;hlAj<iSdXhSF-mWL_nICZn7;msrYQkQNKi{8NAm
zg@zJ^hBBLw7qu3Mdo3pzS9^_Q%VWlAQ)6}|ojpNK^=*jm%0|jyX&ra8u!cX8UB#PD
zt>n$dm-FW&Wx`Ycl)p7tIsz4z!7uAg;SV~FQ*R6#h%TKznlLzGU*6ai(puSy>?vua
z4iwdMM{;ZV;~6#l$)qa&w7gO<E3Ocp{HFkw`Z_?Vg(Fa99`vfoDCSYGKIzW1E_;4K
zH@Rcjv7)LotgWOK-BZ{^8^~+m4QJKyM^hC#5)?XQ)q*Kem2l>t0#qLTTSJXWz?*gh
z=+luSn3c1dw9)yasSQIel_eb!?fI?Pp4?`7e|95pFuk5XoTShZS1TBk)(9s=HKNIX
z3Q(n|1C*IL0u9If-u4~|zkTvh^!$~5tj;-u^ztE(%DgT}YgQ|+JENJ=m)^u1NNE%d
zCNv0!<@JIQNu6+1SSK3$rvTNuIzW|?J<z7(`D9!@;M`>;$k56@ZtY3qjQnAr^30y7
zrnGiKM@kE$H@TVDm)Ioek82VR$Qp%%;s()>ut7ZhPXTI==l~76)^7&XoK}`poX79%
zjcLBD$}gNVPfH*3FG(JVsY&P|G{tu^+Tz=J9kFfvE@`WvN8BRp6*i0d_|4+}e+p2q
ztpjwbncg|M+jQpE4v+RnN{G_Sn!NM{>!gI~z}(nTSgCA?P$liB*NXaB4g4N<Bd>?s
z#OdZWv%2^#%r0T;KLuz~*Lga&Q}@)hEysJF@9?R3q>9M6dXyD+&LLJjADk+jfo1b2
z@dcc5axrt1R!SdXl+i|*<&<G|1$l^DNgCo+{Zroc?L4@2X@knZlP#t-A9wraJUJ8-
zfAa)Ic-e)=ITtEpoq;7#PoYytbNF<^Nm2%GmXd{?rDbDg7}@A)Rt{>Ko%>HYzwq;)
zBM&#IHGJG^o)7HvPJD4RQgq)2&ARDDp<M;Bh?k=H*b7Jz>O4k*IER<P&XHncmMHS*
zC2CyMB0Ube$c+D|0L91DfqWY?AlJ?NU4dKV<6?KhjS^4ca#3K~d_iQ%L@v5vG>6tY
zl*8-n&yw`@q{@c65@JU?V&f;<#7Q&F{PejdPX0nItLXHX@>Rp%-hK7qs}KJ(hrX_d
zuj}FKdicM8SN@$Bd9GgX3SGdDOI!&z%iIOarGBZWio%O0^AYu<`J~pNJa%V)uDGu!
zQ!?C{A{%dumrplK6XqI)X=mzq1!v1Sg^ORxUm6M&zngh3Uhj&W!B0wE@HZ=5`4`H)
zQx-}?3#W>sYe$RlEklKj&i(>HUw5u}xFbU{(V8rqZH$XMT_;I9S1!n1E)*0jeJTIe
zknimEzSs%;q}&OAtI~ycvC1=Pp)#;wx(rf1R*G&OE~R$#mvDQ#i$ud6xuVJD49Q$W
zO59>~Qu=a%H0NTrB>&u(0u&pn0|nM*K!KCj`x3{9rxlL4Th&gyOSNu^XKMWNW~#y~
z$E)CtBUQw<fhuNCPX&LdqeM8_TqvHa$&oJ>r==`sCFWdAi_1Irr2r-Wt-;areW^pl
z(@J~n?OF%U<p$@3#Rl)3lMNx|lMPYzV@<f`;U;=VZv%U<t%f^Ur>Or+3#E%WIf=`u
znK>5|Q}WJ#DgV|`=-~Oj%r5*{wH@Y8y&Zd{*&%MJ)jeyzEudtkBeHs`7gIObNo#9w
zVh_|Q>fW*n!O7eb(V3KjxN~v&nHOTS^Ui-Me`zRGJc}ZG&kyCcpl7u<=(|letSjxd
zvFE#8(ogsM=Fg8tl#C9bYr8rq?F|YIm9>KLf(rg@dZ}O`u26DTRFHIDRG4$_O94s@
z)PX`PGoaYc<3pu2=y{zL>RziQ<64iE<l>M+^0_Im%&D>PlAc~<LsJ{Mv#OCjSfbF7
zt=NM|F5}Nji$!O6MR7~qqO>mtDE&)=IZ$Hb@v+J(>_wvm@_vUo?Z%*maAn3uetOO$
zeQ*R+-rS97u5KlFmnt;m*YU?Ps`*n1iv1X|V*i0#5__6mqPR2t3;DN(Qfv25H5Q>S
zTTI~(drpvVkDGC>EZK-AXWg?phQg|9x)80Ut>m5pg@)|U^}k|G#3}Y5M2h_fZn<oZ
zRTe-0r2wV+>OhgDIZ$rt2Gp4bziu~<ellc)yESi0Iep$#+BfZ<TR#A*DeXkI6|_=%
za+){;8GqORW3e@Y2~m}3id!k2VO7S>eknlNXAKtSK&6>0&}0<&w%0K7!L%Xb;>Dxn
z@ud@S&66Gl<pUA5`JL#ttX67IMiZxBQU4FcD{6n)=i0wkG|sJ&POz%wlV1u@epDSO
zR%oa(b_Uw@eV>i$hF)FLkC?rFgx+=9G_i8Rt1y2cvNp2|+nUx!>q=?n_9Zn52IPv`
zU(z5N7S@YLxOLJ|c3tcj161g#17#;nfkp#|w|$2_ZqI3ZpSq?QHE{JXt9HR6xnRP#
zFk=u}ozjDAO6s7uC$w?9;#vefvSwkQxJfi1Xp{^pzBC`?G{g>lDL|!;I#6wB0(59w
zKblapTUy!gG5kOc-nepvTd1i2)29OR6NjVA<NEQn@*aAltc%kk?&P%zI`|#Dc3~%{
zP1MC|m2@*(Wj$XCP<>b(Xw)`*HKb~Mae0r?*nJh><_GGi;uXc<uQLt_@w35MvI$tB
zWQ0&A9HLe62ADORes&$JkK4fL<u%fJ1WnX#Q8T4m{KWvZTI!#=_aDB#u>H{FogL<F
zuT=s{A84V{t{Ssq&$-G(3!%yUS$HOA3ZKWEAQ#fcX~mQ=#T}uetWx3#r;ISnE5{G>
zD{w=?$}a_I*|-0})K-<*o0~N|U+u6df2SIl@#rW#_NHQP`(;la`+T^Rz6g&eFJO`h
z^Mq8~9623xlA3{@rDvjMnOVpgb~a*$n**Qbe=#oyf8Ta$<(EHuo^L)<1?;xX`k?6_
z_skf|zvqZ$-1MVTu0*i$mt*+o3n&p{87G0ACrV?^k!8_msj*Q@bUAd183$Qp$3-r3
z;=h!Ig`a-xzq5W<E%3W;E}&wa0O)!NUR#DTpSnkp9t5G#cf;|p+fY)}O#}sU15Jy(
zj$=ezBQnCTl9}OGDJ;-c8Y}DygB^N>#raZzf@4ZRj*UK$<?aCFdicN2_lka4;7h)q
zA0%4Nfu=5Gq6=rzXw_pW{N|BlS=&&2eAj?1si#kr+TY8|80_I>4|g*QM!M)_W9`(M
zvDPo(tA@XQ`|872AO2_ld|eO!kFAH?&+kb$2O!Vg|8;>!)Wbp_@{Pg(;e|YK%0f1>
zU?ziHHI~Y08cCJ34JO8Q^~Wak_KK4Sdid$XU7YOEPG-S)2fciviB>hy@C5(`hRQ&$
zjRBDD>Hy@s`oAf1i+WV-NxE6$E4Ww`mV7!dCVw^?Upbz^XdFowwhgAlcJ;@{_4P=T
zhPs5QqaEC=iFQ`ObPK(FriNZQRmE66e`~Nd0CHR$fC3l4H^r{d$EEJXn`PeoOQpey
zXNn-Xv-#+Xi5zOfNEWwkFhknamlWIIEsr1R5GPNx@iJ#x*oAX7jMBL>X8BABt73Y!
z0EM4@P-w_?wg(EG{N9#2LmrpA5^hy`@-9~dBrKMN=gbwu%O(qmb)$K#*1;T6S6{kx
zpesQ>)+S4uZV_jlY!a57Dr1+ND&UmQ=5xwtR?A-+@)R2Koa})jN8h()PLL;+F8JHk
z?%b7X-?+0?p;_}4(IwNRxSFwIdh<{Lzq2n#JkXgIJJy<*G+i&xn5&W&E)?*KPiOPX
zPG<4TXIIPr*5GIl6g&97D|d{1QtgDhQ|rpUQtu@{Ul)|IPzx!XtwvW)R8bm+%Q@|R
zh5UimY{^(%YWz$^V(MH`T;4*Kr08^-sB|t>RCaQ;0EGt1K%SKWkndm*l-T>ctFQ+@
zt#QQOZE$8?ZFZL}HwUDiX^zO7Yetq%H<PP}Yv}DArJVlyJmFYHX6$rfYSMgmQugW8
zxS}(Ov8D5gva*w_<=+|#?CpS3JD>MecHn1q_LzH3PK;}9u9Ax#zDY}6psdrqh=R!u
zLUmsQwXM05)n8S_A1lh0PG@H&%qjYi7ZOs7&d3u==VKGf=2px9M?;yd_xozwi02J<
z==-e>^c!6+!pr^M@yo+usS6{BoY8JvRcAA~t*(~QUs}!`%`Fm7r{%}Z#pk3g$a0EK
zi&IPHB`KwIs|6@hJd1qAvnaH)1Ilf@Kh#)<zi6^SKIpKc-s*SaT^;w7UYre&J2?T*
z9_YtZwX~C3D;w#3`8Ax;^m5@;LP_jNX;JDaVNu}%Kf82ZkX1UjT7V*bg$7FlMQ^b!
zP+{fuvCb0ovegRysK<tMcf^r(ea?%2{!FBJVj7m!HH5CL>ms!jx6pgD>N&$nin?2-
zsJZ#&NptM7oOyO}=^VST?Br_sw}xVCTcFCq^HZaF=&KI%n5TnQxO+2>lq<_V^tr_l
z`M^wccJnZ{qP&~ZoY%_gPH*H5eLnjaRg0%MmGW77McPSPMbRv+vTW4=#sB3)sih52
zW99+0oCto~YYKTZVTriD<cwOp<iZ&_?Vs2>3CXV<#8ek3G-S51yHXUjcWk|IL|7{x
zXIIBg(yNlDsMR@Bl<NFd0~8-s1_~?;fHHGypx(soQ-_iN^ATgvty7lZ^DCCPiHi<`
z_Icmbs`1F8f&p|*W*4O;MWG?FS<v_S>|dZb_vh5fMj5pUW7OJo1zD>GDA7{}3e63G
zN)t<<`Iz(DJ_GN2GspceTrvuuzG+J8K5r+fKIxlLFcw*oF@UK_?xr>;bZ|OiTltDA
zSJ)?Lk_>PfWrNIy_#s+D$}qJdZPomxq4<P8P<zZA=+Lu!GN$Xia$etU_NG3x?}ibr
z_N-lO!K`0q`WUn%X%Jf-*Gp@N{apVmDt~^vpp)Aw?q;<}d+E*cK5BDfKeah|)c|EW
z%0St1J)lX~<n@4-#f=4R^SK*Z-u;htVf9yym<3A?^0bqInF$log|Wl93dsPiM%c%y
z=k{=#*xmeQ#a!%GTBo>;(jjXnwa0gm+7mig3s8PU8K}`c0(5HV-<wg@U%0AjKKNKO
zpy8n|vhb=2EA^~%tb9HsO)?G36^`SJcq7y@)-a=zKFF@74sdHI{rp-|pRk_LCuzX-
z#x~-5<*Np$)KUVP)is`tDr+uX-g#*Fp^9zOTaDnN2l}YgYZeUIvWHl3CM<zF4^Lyx
z;Ie5`q&)H@t$;YeEW(eoi*aMz62<+TrRWh+8FEBgjvSV)8lXmf@4MbT$`{Z7wqx}E
zcHNeDDh|bOwL(%K86%`O?J2w!A1-qlETJyJ<A|p*iMRzq3TB>?ikhRPBTh0i;3wIc
zuvu<a%q%}UdPbBJH6va%K-=y=Z_IDlJaPBey{&I|7?c94j_L38f@DuEqPX{5vGkjP
zRMJ&23wt?+hrEau!Y|;(G3QB=sPhyV^c-CVIm?WVTw=??ON#5N7X|U*U%=h*^}kFl
z|GcsN^>6#ifnCQk01f-tPse?Euk1neC*IM72O%ir-3WZl?PwD8CXy0)151mzPN0Wh
zBQZeND9kX${zK?h21~K`zz(^><pi(rR?YPMk88WG{k*vX*rJ*RC>h9sBi4Mt%#HrR
z#Sj0+Hx%(A7z}+D4vlyc6$5$%hlf5yBZ41dQ9%y~sK5s#bijQICg465<A0Bi^}EOV
z3~sdmIfmPTESp0>y1O}$<>~q<$2;U@P5}Htb}02mCRB7W4U@E(Ov{-|;FnCt#a2&9
z6B<TEDJ{eNjP@Z;cIO}~uWOJ|)IC5e>lvU__x6*Udb`QZtKzGMzy12^!&e{vXYTwz
zu^w_izaOl%fOI!=Aluy)$n^?-ndb+4kQ+?7kqs7J%s?hBrjm2!lQ<>Q@sjFsd3@uj
zB)N51klr!G&FWITAG!w^MZNvB^1gmbZC^LJv9FENv?_rA){x=)xnIo%$oB|(Rp1@-
zupoeZGe1mlDJLdzDFc^1pUNniP7+j)$IBZ>ViVhjM5&#Fyv*)?R&HM(qo}`^S~1W=
zsUK{iGz>OS8wOSbkZZ6V$X57}>GJvP-vuai3w&MV8U3i(mvpNrn0GlJ5`Q)am31nE
zQaqi?tsYO3G>*i@w+%^>yZZSVy}j(*fgVQjP&ch=q=i~LQcJ5FuA<cst_C3Qvj!_I
zAj{bd$ai)Iid+I;m$*kgF7+ndE)C$W6o<>t6~HnUatMVpnas+GRAIwNlDus&HnF=;
znAYFJ$r<iqmW;O3tH)~<+uG&y+L01Q-SBGow}xz|&u9P6K#6m}n=)7ElL}A#oeE#}
zmGY3-<&vnh(}kG)leyIL$xL4TXsWbzFh0J!SCTr|CCD9V<Ccs!u&XA@8C4TS%$m`B
zR^9Mw__u}}M^m8C!3ijJ^nY970(n~Hj=Nj!&AL_{D7{b_nX*`h%$+MHl}_ceYeqAL
zE&a){JstAo!6r%OXq~WdqKaQRS;(%O%Hh<EWpiprRs)cyza7X?Jc}F$Q^mQv6Hw;h
z|F+U8@@b7L=3bo_<9fZn_)=YX;!-Uv>r@q?Xu6b9J($aD=}eRKG$kes*2Jcbl}mCb
zibZ8p*}RJB3|{qk8ozdQHT<o?QVYnnH&vXwI|AkQe($Os74^Rh`hKGa?MAb&V5KE2
z?tF7h+NnlD-dF{#x~G8C(wrsgsY#I!l_jK%709zEb7UpcX`+hhWKs1*lBi~MH30da
zeNbq~vr}lWRrKB4`M$5USJeMbs0S@>lv^D>ysO<IvgPiWq}di+-e5JQs=b8OQkTo`
zDa()!7NjJOWhG`zro|UdC&pIH#7nCt;-ocWtKolZusxwT`*#4UY<xb{*@eGoc0@et
za3$U8^=4fi3=u93z~d&`F}b~Uq^hQJMoVQOx4SS$JeZXcKbDe~Hkpu;KOLJ?F(Zwy
znv}-XjID-$Ysj}b0hC%h0M*vs9~x{xuiETkPkI!4V?*Awl?f30)NqV^qzj$f(L|`M
zt)?{>m$JLF3x$Izx$@Dt?34*<X6}?QvtnA9QZ*?|svcVnK>pF~K(2+BqA$k;D7Uf)
zYAwA!HCu(g?y`+~Jm`$RIq5^VcoIyV8H<+p^&xYb+VB<S4V0$5YGzkz8Gj(IST-Uq
zOd99sXHBy6%cnS5RTJEd>ao=T6#SQlLMs!X!om)yH}?eEEP`M6*+f1VcZOYG@Ix$}
z22sbSps}4pi0qmkY<XcDsWGFG(HURM?Gsl?hPf39V~q0532J%iB(11=f{|A<wi^De
zp~%7*s4}w!nohWX>@xFzK5P|sXU-*J<)S}y?pzpUU=AW}nt)}M4WY}jdx-Uk9kg~y
zD@W1wE*fAo#0`_{(ng83g=2)8nlVyY?dWO%3iP%EdFEO`iJ1{lV`2@o8o9jgKjHmg
z+RFdxvTMMZ6?gd9asZ>_bhxbgWOPRU7^Wn3fK(gT&1@01^Ex>#qF#DaY(J$jd63wU
zJ%n#48^Si!t_q+~_p=6Vpxop*&~V)HW0#@BlQARL>x<Sdi&t$zC$2eSx-NNeY8C_I
z^JgI0X=CV;_yKaYw1?Hm@8q?z+eIDpHd!~NC83AZlHN;fDeT2Jm-ej&ph%&i;Di=X
zb<6;0IcoZ9;HcH@xntI6SB%{zZ<~X=Z`u%RF1iTvPX{EW&OmeG6h26YC{==fW*uAc
zBowuO3$;_)M(T*`AhaiU;@Yzm6s!uMSZ6y>d|VT#)6@IZb>#TNsl!Igmvl_0ZX0^{
zJTQr_y=g_szu+QDIUSTFpNYyAPhboABa|}s5TlAdpqP->C#Wa&iW~4fvL<YILNmHM
zwFT9cwJLy;!`uJrM`_VM{9;)B$mMeyhh}bRS@%9W8c_Sl2%dk#ik5uAT_igbk|3Om
z$>2`oazFPVP{-&cq!IS#-h;pT4lsj~YSe(@hRA`WT6llzssKv0w*$3@_J8O(aPa25
z(!P^7_UZOL)pV$PqZ?fC&;*fu!<H(&<R##p1;w%!;7PPOY&vO{l!c$B<zT0ndFV+_
z0dj(0h!__Y!N#P;(PMEXQKN~98`S@EfO5_4K<oZJ4<@(ooWHhBssD+xVf{x9=Yls!
zLy{kv!zH(zNt`QwY{o^fkbDj%!!2Us(5DHB$OTF={1iPUW}cN6J;zOtniFI|PKq-l
zXJfO#vvI2esN1*o<=`J%&a7<MH1POO)rOBM#)ZHkmz1~1gC$RGqd50HFw|SYWc)QS
z1HA&{ATFW#F&FW|s0(B<WSJ(3JkOAV&#`6U=XkN8C4oF_NfH;jC|ebuI=8Mrv+(ox
zLytCWZTzrJy$INEk^<;BNj{kQb6z=zQ=cgAg?tc-g5L$>qHf0!AvaMJ@C_U_{5p{i
zx=vw)U86BWuQHh-SJ|xKD?E146#*x3MZ7A`O#HZZ<m^vBG`-)ntr*y;kqR6%k^+Wy
z9KhOx`oSXr``SMY_96rfc?OOOe-a%N_6PwFd5A#-J;Wme9}rOi4=8B=`!tN-eFo<9
z{)6v5F3#sJe^rdkuKT9t(z>5ZfZw*K1AEkEfR;W7Ffpe94)z$p!z~){^N#o!>=*hz
zA~5JJG&tZ5EY$BcGR*fi2ITV!5AuFR4EK6Titv0%iST?u2Yb9=g56)RBUb~Ern?15
zwcHORxf=lKp4LF7ujj|iz_6DYAjHGeD9X(wEPo}Q9=9ATNLv)ia!&CQ3g_6VWwVT|
z%4u3&^%SMBc9K+DKS8K$7{}K&j^mn}#&BItgM{w?n6DcC_Ufw-{}1|*{NH)u<MDT1
zgdrZLK`A$rG5nPTTHLanpSCEL=A7au6n)N%8AhfeFLG-pDTQ?tpYwuP)u_merg2<L
z(+Iw+sh{wl^VfPvQ{-l<n*osNZUtm}d3?(83w@a#41bsjCf`bf^H!3H^5uAT+L>5!
z?kQ1R@hmU7Vw#;%J;}(ao1hjpj*&~7#z<8yqlAXmQG7>hFR7!oV-*1Diuc234QVb0
zK$feOqF2oQQ=WIotGs}iM>%1{+gVWVl{9SZauO}|OdLOVUMee|6(&|ranouinAr_u
zw1VbQN?Gd&sitk1*xcSnYHx2Rw{<j8{&Ro~g@$y6hID5|4}`NNkniRO6nF-|F7S(f
zoF7cMlM7~F%|gm9q>)k<6WKZQagyR0NqprbKecY0oz*nTC}<s~mbVX)>pBNWt(_g@
z*3L#sYiAAhKj$wE843*<PWnKOlck~u!WAfT4|-GV9rdIr5P!E2#JZLjqZlrLOI}K)
zXP-(G6wk!QR!)kN>&Lj6&BM%s_91FT=ODSUyOZ49(@1IVuBNthm(yCi{!@TVg%6)K
zWIE~td5#u}9tanp#5M43sVC%VsUP-UNeJV55kzz;51n{6lbpGb$|;<UmsCzl6YEEL
z87)Js{El9Fd3P7Jp|^?J)K^Vw>Mf%;_Y^Z)y8cuCOM@zq>7cJT`?mm!9bJGj7yow^
z?vc+be9-qRf@n9(!v!nF@VN8&g!I!{%>3D8Va2FiUf(ZDY3=0YbhfgJdm0%veKr4!
zz4HodD(~8U>@(w3r#QtnqhlF+S45HCdk-ZLAOr#_BqSjuAq5B|q|qUS-h1yIEPyDA
zIAQ@5Q0%>z^=*CL>$$!Yk;C`kJ@{Q5a$jrjon+nrd#%l`>c~UL;?}gKb8B1X%0~?;
zy6Yj;crRocA(?k$b0{!#dR=Vg{iMW>c&`*4a--BkFj4F$xs*?hKa;^$A5Rh%wkyPy
zjS^*jb!2jLnJ}}hh+o)|$E)nj2&?Q&<5jn%@@rb=3Zx>};)4d2(O$?h)JF0LW>93}
z_@>kX`>ety;C`hOeWuDiY`hX5HBw4b^yjeDohp7|W4x%cN-nD}5ht|di`4De5qX^%
z;T2se{EDt5L3MkAu%>mc{8vMo;a=q2{U{V59z=<;!@CMIkLT6a{`YGgsnZSa?5p+u
z!ZQ^?ievdqHB#h)>g0&Z5+u`^CyQ&zkfgS&qO-e_qe{EuA}YFLBda=;ku|Mz<v$v9
z)+1TcJ;*+cqfm(S|7C{u@2gBO&+4r3cbXi?lWp#d(H4K+Ks8y>SwvUYXR`~+(gYQG
zNzwJ`af+4{d2)NaG_y+?Q`9XLmv>8}t2(67)opVHRLHeRMKq}O_aHkMw4fO2|10!u
z-_{ztJ#Mn}xz+9vaIME9Xt>>vcf5`$Zz-dtRpzq_3Nm>W8LG&-<Rn>3TtY&-ELPnm
zjxFepQj~W`$tpXeq}6S6<-Z!z^>!os4~{?y(*IZK*}QHrLO*P?@VwFM;5*ib4LsfD
z8`jknD66juQk4`l^Rx4~<tdrrb+Kwmb4+SnyC_-J8J?8eEl8~B7RFU}hAXSv=gNOH
zXs?G1o!!Xpfx}RS^#8RwmM>Zi9q;v+yG@;P@)#ZT2<SV8<F>XDq?L7))VvCMURp7`
zEG}PA8<QQ~6q%`L<EN)|aMH88Lend{I4PB#VTsl4a|O~qTnj`)ruHr<)Y62?Bl^&w
zZT_@V-}ZK&g~Rm`wBxz6?u6bxZ%%!ee@t-;DJ7$hmYZ0~DwUS<sw0a;4Pgbc7FK>@
zJ0mZ%gO*>`!N{uWV5zIy=L)D14Jt%Kw$@H4*3^I+O`SI_M~ojH*E7Fy&eHtK6-S3t
zBX0ifgI=MPC-9QouE3;}R%*7qky#vB%dHHnj;IT%jA^7*B(zY<Gg^riC2f@AnpRrg
z-1(1&qw678a|e<?H~{qrwVrip>fSo7r#E)h-0<9lt<$l~uJ{JT4=NhOMW>x4Bq)0+
z8Bv||g0MDD8M7t4irOrxB{jx31T?4{{Tm9K{Oao)11sv9<_e_m`U%uW{)U2s+n{RS
z-Z!oLH173jXii+x(>QnC(Cox@bN8k(J7Vdm3p?XHHY$DyA16LVQVC8lve`Y{LV9O-
zX;8bkg4C+43Ph$<2rXGP{w-zIzRmTua|JRG4VfD2kbM|ipl;XBCq27%Po6)pWB8h;
z*6|q~o2F?auhQ%0K^fzAVR55w;^=d}al%1zDyNT;!9?Z{XuZM$a(7e_u}fAG&>3Iq
z-=Qk=>&Pp^ca+Z=$lUSM$6QXuj*V|xw{D&p+_G_GV#kgXw+`qv-96%1dQ0Co{ibPf
z?1U{Zdel8ya2~H@4^a}Crx+?)KPR1hQjkSFA<7{fljQmJD)RBYi3PZx^g^GWyg36|
z+kb+>?W>{gpT8a+U-#$5t83SsytQ?2^W(k7rH?ex=?``NVrR^PqpsP9@h^LdLjU!b
ze#jsMon;{T19notATQPbRD=pY5Us}bOVfS&Vl%w@k~6U<)3fFZ<ZS&3$~XP~vSZEf
zV;6q?v2W(Dznh<K)+l|s$2|RorfcjY1HY(SR@AUb=TO$Tw}5tq5J?`ThyyRsrT!zK
za{O?Z5_e7*>wQ)f?{!w3;5j5u^f(ir<bEb4d9Fag#%0j3dfAQBKYTNA<L6&mp8oky
z>HEz`(qWH9>}xI8sK+L_u)Fr8kQw*jpegTA;xz)-f1J$6j|GSOTnUNrx{SPZ<q|*2
z<5GAuW>h40yC{*k{;P;_xeza%D^R&=>AmCMeld7?=@%_ee*V1_{@j)hTeM<fzq#n0
zo>SO!OHbw_XFTN|CeZ(mH^q0xA9)KgiGiJ_g?LOcS(wStP`61g+x0r1<8m#Wi@p{W
z<~$L@bDEIz=gO0|Zx)_9^X0s@>94;oh2^W#Vcqsv*nU_9hmFI)*oOJm4o!ZE#`rzO
zczZwg@%4P@@8|x2NN~L$6zFn~PDK0%lG9x_+3^mS>~M!qvA-Q2WOqA?YI{pUn=7Y|
ze}QT{|HXo`XWxF80l%+~gAH4wV9!A==;$)Q+=K|WR=(hDkA3Uz<o?Fn#pM;=&G}`3
zyW<P8hr<i%|M(9~tnIT<FPo>F58i{f)f1tQ<&#L<TxlCvj4Hppcwq*7|9u>+Tp0!b
zY~;d$U3AdX2n17YAFwvSfTOVsxS2Tt*1{feR<_`8Z3BTeRzSA3gdjT$2(~i^hP^q2
z*qgl%bufL;bu@X$pEDrc`Yps9SqWmZZ4hgF2;v=$Ai>q{T^!cqnbM!|KpI5970nKt
ziU^OK;7O!c*vi;TAxViB>1in=)J)ZRN}hU{RFrX!Se|(<uqNwlKvVWvLTAokz_FZ@
z#N*j>;r}%Jr%wM@hySk*QskbDLGH<T<ep4$FoZ-GyLSnm9?xU(ga>kR@GS`|Y)T{)
zjSIxmD_lkFC@V4P0z;KLLd#SS2jyj)BNt_zC6;Fo1=i*a1vKXl1$5{36MJ)eNpk~a
z$a5h>G{{W1L4vggB-<H6vXkxmWOvN-1aJQbu>rxiWOVM7m?s*K5Xmm{Wbqf-@yR10
zscFOXjEu9?-0UGraqbyXMc!#*eg5gdwt{|QcR>%iyP%CSH$eVT!zxgiAUQ2d4a5gA
z0F{Hy`&1YA7s;M}4-@dT+e!*|O2&>Hj}Dhz7E0p(4U0`ZADWzgj**@<M9a-R9aNk@
zNUkazBsCQckh+R`C|yOZL7l}7)Vc9dgZ#)Uh($Ccn;%5xF!VufYYl2A*Ow}H{G$|~
zpxX(7>?tK9ay*7FyDW-MxWHGW4s#MShC<Xir-O6y2ZKtAPLXSh2S{xt$AUUa+Nd3+
z^|bcVs^Iprxc~~J4hlp=obgsjF*^uq3q8oNwt@@?msjboxW{Q&%AI7t(CK(;_=KDz
zy)2H5zYs1}oeN9IJi|)M8>HtH4p2)<`YCl~$0_Y)?X<S?`rx+mN_ty)DPwN@S3`pF
z7EqZSKxQCxA<Gi+LF~}4vz&dNWMW8n)wqxw$t2-KTu97inIP_hNUS=?kIg#6PR;LU
zW*46bE-CAw)>d>-TPquaTPrIWEtSR0mdb*V);R%6qz+1?4v9uvAkAn$WPb1<kUU7P
zjnkVvN3W;3Zh`l+ycjd-1m5-J;OHx{+}Pn5QR=BkdDd}WQb89xy|gVPzoLm=QPn_i
zuC8D-R~LsgSLd;stFuE}s^-FfH6$Bu0kz?W+&$9&o0>s^mBZUYd(UTu$V-(AJZaOp
ze%!GPs_1+&M=_ubPwf@QWVeUM6*lrx%WB!#m6fcLnzE3(+Co-SZEk2&Z6>FwM$KuS
z6A+8kAr`4avcYCZN9L1q5D%ij7}>jLVgI_s*8Op*GyYbo2jzMZo;8|B6%MAc<i`^D
zsco{T?1m^sQB`<Sc_}ZWs*qbyo5!iD%i=WFtGSJJsbNjEDZJ*Ix$s{NDf*j{`GdWX
zi}e3RM#fNTX8W?-#`Qs^lh2JROyF3hAN^brMQ}2cDep+;rZ&VzWLF~ISaDQ*d2U2n
zb*3P<PR%c`Pvtc<B=H;S69i4Q@q(tBxd3q=>Tq}!r0O9%Idu0zz8=zh8yG>ksr9pJ
zE9bj)j-FEu?tYhQ{iuVbBtdsBUEY+&PN_;1W)~~PML99b^7QDG>J(8{U1CH@LtI3C
zgEG9KK@rhdr-*2(oeLi|#333~x*z8L_aJBgNbjw0@V3gt@^PJ|!>wiqw`*-4-sc;A
zgHBci^4kh%vf4~mN=Yg&J2yd8q*ltxlVpk2v675Bxwx<)MqJY<iEe0+L^ak)qMB;w
z!hbcSX(Mz0M|VS!wkA~Q>A$WuGJDu;VSBT~!FjCP!{bZ~j?z;Tz;7%Gl9lH&lk?KK
zS?Q_ag-MAq<;uAD>KJ8OU6ee(Awpi&7$K`~h?F+gi((q<<^sfT`4-}lI;f9sg4`p!
zphW8sRO#rvY&0~!*KT1secaLZ(s6gpK)W}kz22W!Q$dy%715J3bJ$tQ8G=HkD!NRZ
zf@~p3Os(T5<TivQls9nW8yfh^hI)abv2HH>S3|niM#w+B6UvSpgj(&RPg@Q2@AR4*
zUq9_+I^6H-e!Sa@+|-N@E3YNS<doBrQj1s_v3a}#ah9kwJVRa;rcSC2P0Olhs!AIe
zs)l-2Qez!Ep{aH*Kmt;S1f&j`hc`gsp&d}Ex&K|GmL@WXa&%_ELT7B)-sJS4i(BV$
zPhxF{FSoEMP^_*EN{Fvurb|k=dEtc-#hm<@3TAFXH7zHjmXcFkN6u-iqoz02(p610
za{&?&4N01-AX{TSl0Vo6H5z+fwP_we=1>k!j#%yg_mYj#$#c%G%>$UgvSU8%tWH97
zQZqSDT2D_4uVH6%DusoNa&c);SzHCNR9!_VEv)t{tFI0yY^fsU%ne9FG^8F{iR?%D
z8_M==hKBt+p7dz!yfLJ^<I1?n-ZSGihFuq(&^3r3lt19bN<HBhDeopKB0FfwoK{u_
zy_ug&Zj3G@G{lzR8`8>r8Vbt28*0maYTC;2Wpe|P5e@2tE1+P{TBzE+@m1Tde{K)#
z-*n~bkxfIB1{%k%o0~R{*`rHGUGeF|SO)SoM?us;U<|j98c#nFl1e_t&+zY!&c^k`
z=3#r%3Osu93o$*lg_y4HLeJ)|qPYMmh=vc@pyHitpnluhhsU=5HGXmTilIr3ZM`!(
zM;oV&txB$0VA99z17a_`GDH`>_}mfyX!?1IoOCuMo^YC%?0YIo<=wAPWBZabJo>US
zF?}TnO&P8yd$Q*Os1OagJAQ?VEq}ah-|)xO+4alMUf;T=_s;&^4R?;{7vIviOTTG`
zjh(h3Mov00ITIdX^ecXm<ckyuVTAdi_mA~C8ySy1BTe);9iQxeT9x89n3L){SeEKC
z*f1wRjc6#`{1Y^+`}t1)iXVn2R{hv}XY=}oM|%zwKh!i<KhSej-Z%A%yk`^0nQ;k5
z-X+N<PZ0Qot3eU?OUx+mQLY60Z@3gQB9^(IS14SE6O`!Tv{>hJxp7YCO6LS*ZT<!-
z)_(W2d->NFu71Dd*qv3sHay?7x#-1iP4#n4Q{@Xir${7&z<KE4Pru_%A>Q<+`%e*A
zxa&b2?+FIabDSf<j0wWsu8JaDuEa#5FDpe(mlC5KN7c~|qdDTa0EKJ6eAo2Lk_%^-
zE;xSs`=#|SR;?_0w`p72`#nb#aKtq7y`cl=rL{Z#iL(#!A;uqn&xh!Jn-JuAi$cTP
zq|@DQgfd;G!$O>=!dXs}QEbP_7>>hrCD-m+Qkd<vv^fD)KQB0c;>&r*FMPG2{>8HI
z3Sspc6>Q$2fPIG};HVJ?Os#|8**OKiLc94s_rQ8R!TDew6MS7ClKs#RXauMG%mBxG
zY@+>L9?9-*INA126vgIF48{7kGRW#y0(CB2XkUUlHt+?i;qsS@kU5ZLD){S91#H_E
z0S7hMpr=a%3zGn_v+@D7oyR+jliM2~H2Sr_tK%!8yZy@`jNJ>mht2a4PwVF#tkpA~
zm*vxNZ;PiQZ}TTHK4wo8xVg~Vy%<%0b_uHR-qOV?SpK5|{$3pcJO5#W<{l~-9P$S<
zZ7;Aja0h2&G`O2NfR}|G;H_*R0QvDvvO)X@TMMAunIYbTDX{HL-iJ9DzZW<fy^C}*
zd?%h0^?eIbg`*4Sso>isa`^p+2-xsPDC}NG0nIIV(B0(;Ci`8$>W~9C9JU45qgLRd
zZ2{i8W`Nf-0fN3U5Ro4|6lCy{W@rF(BYg-l(gU`!F7S+XK#2T6{yZSq_$3Gq{sMfX
zzd>xd6J!pDLGEe{GB3OLVt@CS5fuDm9*caREo9tgN;o%Zv4SZ|a>R9#I_g?rwq$}(
zARYHBm5t%66jyy4lvi<W$}2v{Vz2lN#-7KWjXi@u_gVf=!+&b@zorgC<bDtu{tYn}
zJ3(Q87?dtXpzySPFU7mRj3VJ53z_75TmkbIOU%7NR|==7NuujywRnP<9WzcSkX=Pq
zJ72|DE3f!A#$CpBAe@LF#SO)u!4Jg^_zlH>4iF;ur10Q!h%{ISGV>h}XQv7APKFTc
zZVL(@x0f-2zK<h=$@lnS%v&50cREBKemyuLY9dG#Ge*jiUkxZwULlmmUG}Sqzl3j2
z9QEx<9K{VL4f&l;Jn4Trsh2SLSs)zI5RPbw(q9KkvmJ;JatIO;FDAj&2I8=;ujKx?
zC*mOTy@*ieEnaxobZAV(bw-?coSG`TO3qYX4$P0gL?}xf^{Y*~h;K{2=zB8dtlz1W
zKEkP#?toLNZGi)y1tJg)5r_t{-a3dg-Tu)BNwzb9Bxfr~^l*6<>+ADGMk3vhW-@LG
z`C(IBam2L{rDQBPS$>6*5qF80pLj8#Jo#V$`qT^fF4eH#fU2J`pz03nPirCes~bt5
z=c9&5L_>_;T1YV24k_ju$nGFLNOiD;6gTwiL~rk>u>|6MDUE(h#N|%$MG+Hhx#TJ%
zNpYE)o^X+rpL`*pB6Y;SDeb)9arHnzpSmZoFTIs?GNX=sGNYREc_4Dbm+(P@Om{6L
z86&eGrUxO-QWu%av4AwR)0<Qe?6X9Czyl>I__id3I~^g6m<WrBxf+t79Hprf&y({~
zhlu6s!GMO00YXn^5Aj513+Y5w9p!jdMbPoAQtIac5u!naXi(^^g=E96kY;=UGR$-!
z)7lI&9Ub1JyL&uU`S{;U44~dr(An3-yztB6(UM`VGWIkxCAp85m3Ev`l+jJD&h8|&
z<usFz<<tZn%PprK%PpcE%gGP^JRdbg9as)Z?Z1%uq%DwcxDS~HLG}+?nY_=jw|k!L
z>h>TL>pPR?N4}Ow3%R7=2+l@FO8N!TxMQ4zl+F-!dMiCItC3okTNl)rR~^)oUrOuA
zFQE72=P-KnvY4L-qL4a#&=7}cQ0Z+!a`$^72bsmlvoLy7U}ya#AMJ7{&%=8%8y|Q@
zO{JerU<vx90!g<>9M>vPrZ#X=GOAfwITehe{1SRiK@q*PFqhF?m=)4ppl0<Hs8~Ju
zpW~y3XhcK8(La&w|7OV6+k@mVknFvg!OLPB%LgS+jyFp%9utLre&@5u!2>Bwes^q`
zq(u@LUl%D$tq>$+7IW3P`Jwp*IjqW}%#hY%HLI&AmEBd8%;_#n<a8H&4v0qT@IgbO
z)}Kh;{KL+@-N+7xL+?vW^`4bmo87H+w417OcfDMO$DPR|1|L%g^IH?yk~)PjzFaI(
z6-LHp<_J>r(s|j1DsE|UGPkiLk=t1kAJ$nM$LlJL<#m6Sj~c{?hGeZZkfF5+@{qIl
zVttLb<;L2Nt1OLg)j3#QYrr^;RQdSy7Y5Kev#7j=RF<S7o*!Q*k5Xle<(X-sq`ai?
z%))p<QL$1`S0Wd5l*ojg#ZqBc5kleT05MVr38Eq8$QsBxg7n@;cR;D`fmc;VS`X_i
z^lvuXn~t@(+YQxv`y4AJP+M{-ysC7jxG0$$mmL?8s*+1H6Jrwcl+o%!si>etEUGSz
z5_KSSmPAE%7DYvN6@HG78e;Y@2i4)#ko}?e*4hr`I{RMK8fxBaHrJl&bTAn0aJ3z1
z@bd1g@T1ljlEO-}gT=XN?6|aKVQNCWI8&~S%@fOz%OcG!5yn)M@}+I1f|!mHp}4b1
zDDL_!AVKONLo}pmu7;dLNbh}kD^wlb{j^d4!0iq*&Fd%Zj}CXEZB8_MdbQN}B4Z7K
z+=2pXbb1ymHc`z>k*7vwL?<b7!{d_+!{V}w*|B9Mtk~w#P-SNcN8VM$m30+<4v0ZC
z$oKsMYK>Kpr-Ag|hc>^hJ+k9btL~ng$ISMP4cKU%KJIMY-R^;{Z^V&HsscD!r9n~2
z1x%$PhnpOo8IdkfOLI7?!~$kYMp1BbaWOTep@f#)S<Hy<Dq_ZU7k-Y98kBo~fs6wy
zk$1$bg^Gh4Uo~oOx!<j`ZF<mb>%}3<!+m{@R;@km9+j=$q`U@ywyK&O8Cyn|i;LKa
zf_z~bJ6DoL&yLFr%2F4QG7F0WGwTq#3dySOf}oVo1Jd<hLj0beA#2|sP`nS>Kd|rb
zXYB_!-0nNNe&T}h#<L?9nmwl-Eb33XVv4)H0yEn1toTM^xTKaQ6;`q0+2#Dy;L@mc
za)~mVP^8Mm7v<;UifZz4#XWg`xxIOWtj_~7M8k&+WezeEQ?`56`^H^s9v<7fW^!0-
z#l<oG_5GL4HQI*l%qma2xaIVD5|Vp;8Pd)Get26@G`pFp2yP5ZB-M*j{p%EJpW4(+
zY)xL4XKhusM_qRow&HlUcgg1g1)@Q<a~b6CTn<&+et*%v_4k{ncP<|tJNVn+q~6Bv
z3G)MWmu*c7N1V}VLm0f`ln*tskHFy^r$hwzG9<(vuEMV?GTysWp5)P)n(Ee>r*i46
zQlY!LR4%RkX>JYu>dyg6L_@~*AD|e?AT(_J`QFL(%Pw8n^zEsseJi_e9NktwX>_D`
z!on>5s)KXvB{!d_3tlAdd4DGT965|Q#E8J335)hREs|nRD-<q+sj<$3d2x=XtK%Hb
zbjLXi48=PhJCpD^AP&)xgLn{?>%V)}x%!*&kw2CUPHp(H>&~9Fb+-@iF1o3&qn<Xk
zQcl{qMqYQqu_rJ@+BhyaU@VY@8w(Eeyvh-{U5Si9UzSHXjV6m7E@nyWE|wxR#MoZ!
zlh|Ik@L3>f-Iq|b{;T(mE51ZB5Q|PvF8`wQ{`%#$4|i=WynpCG+C5zZ<y}*o$h$VK
z>^sih)I073|J&YVpP7JQ&l@zR`xHCW<+_mLJRu2l7?0)KkEIH2$FhYsSBt}~uht`U
zd=|*~b1_u@vFO&ZZx#%VE}h?b|JSc;p08g~@NDN6)w4qyif4L;5zox5+0Sgz)Mv;X
z#1jn8=ONDD^Il+}+Z`GieVavfn&HzNZi?u3H>6D4>G%-qDHY3VDl61-vY2f#S@~I@
zaK-#PtzXX@JoP22YvSvL)vtg1KJV>@HL34*ZIiz{d?@0*zJ4f}TLgifJ>d-+?fudN
z<MG@V>-sd%$N6!Puj3=8pZ!CwzwHBIfc5?8K&yLlqQ%{KlKGufve}(1is|kApwIE5
z<{Q+ho-a@xXTLyIJ@|HUF8uLh3T*mQ279)JgVw=NFw~}ig^@qlS$F~3#{IpA1Ntq_
z$?;79+Ws}g)%F$L-TEa9WBDS?!{T|kr`fY;tm!kEm&wz3Z{sJaK1NT{ai3$bWf7|F
z#9~y{#U=A{;QKF<Vf9Z^*s?|l`!};ddk+~558=UF+Y{{cT>)+E1Q=6$@G-Xme@iPM
zT3bMnjTta(O(E3I7{ct0-iJFFzK?P=cqet#dl%=V_cqb_bF_6VL{*+%h{~Q=JU<D3
z{2~Va`cVkmR))ZVzlm^UD-QH`VZdy^GuRxm2d5*};D#(V#_E^>PS*td^$`C7S-2Er
zfOrpv`oJ>M1+I|}2#mEM68TXoK?arOpQYmXd{p*@`KZJfU(J`mFG~cl?mGr-T^<0t
zS9yWPI#<xy=m5rBtif`-1=#O21@vwsaNlbH*nN6{+pi0L2ecvJz)>I{)B>u;5nyN>
zhR{Qrz(oRpLWD?U5O8)Nc->;4@BJPax+{QZvH>D&c0;7|5s2_G0zTdb*d+8@MhNx=
zRfvB|iXlD<hzok)pBjA6H<NkSCy#Z<yO@0&Tfw>IS;w96XbGFa^zd$C2KYDJNB9#S
zm-+u<$N1;H#%JaKH2kMNKu4|x1GyF<IxCP{X#<F?cR`fXVGv=AK!~#jE)o4Egn@k#
zEbx0u5fdK;#!~MSQs{T_86kIYxuLhci#fNvD#B*4b-bINt^AuFy@DH<(}GFNzrrh?
zmxbrNt_sh1&kisU4NOD>TYCjW7;Qj&v0V^@_+k<_LlAjegCGF?hE2o1V21fUp+%7%
zk`=Uj0ZGg|{^_B&d~>-oxMJQ-?@GZ9Y`t*Wvpsy;<3z-?$8f||>}bTW_mzlKK9?i=
zJ_9iSM+5ih9}s1@9;ApDBe&NCnTr8PuvQT1=lqsO!M+F$^?O2(AU_C_1>Yqmgxn^i
zac2B-csFrHf@z=1@F}l`h$(ERXwq{)G>#n+jd))Y4f>2m9rqoL?)AMmD-g1FF@)^-
z9(Y=RfY@L?C=f5^LrzMG)(5$VC5U~U--Z)CUvQazk3$6H2Q&%&4mmFLR-h{Erhm3z
z+P5ft%BM1N(z_|@I<_bJI(A5W(fgwKH14AKgzvwSPW*+KcE8#AsDXuO5FYshr22nD
zoZ0q|nUr`(J&1L)0GW@|+bDwP3jxjVF*}TWpAkjBLshb8NGZG<gsku>e39rnt}6PP
zcZ+1g>qN{Iuk$fya2H}u;76pLe&=P){^w<lgxLWWQio7PL&V|VL5_Gai6+Qy5Q_tl
zWTyiOXfufQba*TC!#o#}@sIf|^1aXq#%;QceS?z3pA5{1obWG<zUo^Ua|zcXz2I{~
zb{2PDegZ!%@9-a1G!f1zYXZ(Gs{>~TLJ<w@JwHH{=I;=zyAG0#wnC~IGMi(g4Jl40
zZ<8=~&*N}z52Zxh9T9_cgU6>|3zcxL1jh;grKE|@5pyMH2&J-9es#(|d}r(l{F%58
z!r8dSfT6hRz@hju(okFp>Flfk8_~c)G>8xV2JzZ!ksV4%7Q=KevY$i?)DA{3Rc_Xg
zlD%B+#1Xuwq``q>k=)>mJQ4dWOD;S`Pl`Sflp*aU6(~CcE92S&S`u0aCll)f&m>lo
zPA8U-&m`tk&Lrdo&CY){#Ay5mNk{*Jv=12s<2}e+j^>*zJN>7bXp6gQPp9b=KhLo^
zs{cq#DD8BFkaIFj65h><6Svb<@@8sITs@^Ev4&KiTt(_mE+Y>n7X}R`=TZlgGij%j
zGCl)vkUE6z{sCkMe}$9}{lD%eWEKQ@7p0lT%RC$1hq+FsGdUQ$YZ-XAf0N1h(@G}o
zxR}T343COv4wFmjLX#9#jEwlQ;DV%LYE?=BwM~^r9Z+Qk52UK;r&3cHgDEMD!Q|Nh
z?q7?6x9fXQ9QYMfNdKRyvk}<?vEzNd>4B$(R!8p^IT}tCxmjJw!=Z=NMEr?_U}}eq
z!)b~RkEjvG#FT}_DT~;ugxrwalq^P>DxJ}kmc}@lmcr~$O9~lKC9qDV#<NbP%*ICz
z0z^aXhrSo-y|a#PKynz{-V_<{MRtN{-YU1(y;k97I#THEJdj23?M|Umo8nlUYAHXW
zG%7kKKU|^A;w2}lIhm;`?BcY<(0X-zXm5HfyI-y3^ry)=11dS^RO)O%7*dDuo!>*;
zzU7dPoO|bJ{f*=>w!ADe-1VT+{NRmRJFTlVF2+NpSm)!p{<u~(C8#!u!7f#DBl2S+
zV=|+p%G8L2#6&@QYAmlnEf1?sm-4#OV|ab(5?;Sr%o|XBj*l85c6<j3NbjA2oO|aT
zUI!)G|2(VI-+s5wY|mt~-NB0u&PD?jo=#nbcw9pkDX2mf%q~b^hi58<l2oZg8841Y
zl#5iUl88KYRCr}ZWO#c<1oFDli10pjM0kH%MEHPeHh_oJLA3olNJ4t=Obz7RTl25?
zWm+4a)aY%w)oi-sT8GWv;btep6Ezse)>52LbzUIiMp8qwQd!}tiF`?XY?M+aS0qNq
zq@;$6v(<cYSw@(+C4(zInI0D1r{+cVr}3f&RI>qmL__qp?;vIG&yaoK4=B=D^QQ9f
zx`&NA8*g-&{ByO(a?j~D2ZQc<cZY^bAMdgv0y#IA!b;0v3gcB=u`DT45tSfI5X2^?
za21(Ia;YSpDR0bRDEiVvWc_MZ%z!HNGknw_L9#)rJwGA&gWsU^z^a$E8h_qvJGyr2
zxbfP5PnhlQ>$2BxYj(A-uJ!UNEcYX26p=y_^XLLu7CTy`7Rvc5Njy6_KADlER#6iR
z)s)1#baLWxbx?eN8ZCA}6|5XcoedBmb&ziP2Go0gg#10o+56r<o;L1ZajWOZiitt}
z)n^Axcl92#({1c<u`O%z^vtfs2c}dI8Hy4bFRFkg;^*?Eq1n-~!I{cLa=I!dP@S*x
zSJ$NZrT3%}(gsw-<Ws4nq*E!g0YaqLQy^#FnaJl<(XOB0)$CmUuzk<+>48H(UplX~
za^Q^dj`ltqo$6j^>w*psOj<LJ5L+J*99<p6<ySBxSfybSTCqq$DwN0h7o;Tm=I17R
z=U1h86?CO|=M5(NW)3FfGX|4p1HusvahsMxHu7wgZCm!Tam%th$G3k!F>+w(xl4yv
z96N8ct?`W2(b9e=%gkf$ZV6r9cuAXokg%D|3T>eCX>}YCu_i)-ua?QZtCC|qD|6!A
zD=QP+syYyc;ysFo;ynvz2O<#-NgKa{eB^pmZT$9e=lZWFhc+%bKfY^e-}sT=+AbSz
zsk&f!IQOiBS<0ZRv#by66Mh^|4DBV+X<fnWz)rRR-yR<6g-oSkT9aa2TC-)&trc>o
zwsx6g`+1pj{jeNeJFJ)uh(a`^ZTJF;H+=QB@y{=B_5ZPGWNgjCzUdv`wND;iS$oZ3
zOW~M>M%pENBjp7b`^aHW5B89+AMG@e95@(E_Z?t|Vh6&x?)_2$x<4u0u|Fr$zP}>U
zZlFEV_S8tEUGHd=eb;F8Y=Cs-BFO$5>Hk+Rdffffg3-(0&g;9eW=Y%3_MfV6YW!6&
zt-Dh-X>vqy&B`Ql+|iCb=I%zj>f;@7Ilv!xnMU%w#HPBAhSQx#Wg+&X$)UEFa@f|F
zDmhk{+c{QOhS^r<C%D!_6JfIf3BNCZqSXuDG%uTfesC$O@5XoYTkow|T6u5VZ+UkQ
zZb-eOvsZrGSUcjDm1*dVqixWP8`}S-mxuRFe;>@vAU~IztN_QG0;26r3B~GWLXgEw
z2F+}yIM{Tij&5?Zhi)=+m2NsU5j-29{$(CiEt@yo^CjxU*{@J7kAGNL@#N3%a-M8k
zneyb|Ke8t}`@)}?Xoo(rF%Ej-Xyy0B)xqnD7uxNKpS$xDvZwtMhL_EgFr4LMk+1nf
zxu5BSWP-_q%mCy2MS({5YXS}LbrKEkotPCU_zpGPjAS5AEI~D2_!3q2`p3oDum4(>
z^m_Yh=^KsB!neA6S?|n_P~KVV<KH=$dcJqDbbXJtb$pL^uzN>xvVIecws_5UHG3s=
zGkGb-7`;$>7(P$&G<cqg)qhstrT4VTTlZ<*tX!yGi0W-$jA}Tw7*%@Z%Xyjb%NGgo
z_fHbowORn0n?jJ@p9CfceZf)-1NORTa51z8PZJyPHM4{O3v&pvGzF%$F>q}RAsksC
zA+gg1rM=GkWC!hc>5fO=<vSgHTQn=j8yBMLdl#aLhZmvJAAd7H9)AB)3>$ys!=9B4
z(EK|Pbhh|_;Vw5Y-{%On8n)nk*b*>WX5g)D0)DziK-4n;s=gkC80Y{O3BraW3%SI`
zN089?VMs95L<Y7skwd!KXlPx4DjJxNO1r!O6${_bkA{_B@Zg{CgJI{d1URr73rE(u
zfZirMFxg@S*4xd%ahEZ;?lu6Ay?WrYPY3+=YXk8B;yoNZjCc>4z&>;c1eymyboc<o
z9NrIc$Rgr|St;&Cq0-KwQ1YAeQIYV&d^Y^Chyv@D;$ia-7}&Mk5f1)g4O*+rz~E0K
zFkh<=Hh=4Y<A$T)vhfIDHfe&_KN{e>`5+Ls><7}8eL&l~7ns}j0B74S5NzKGQ9E{m
zcvirF-9qr&^%Vph`3dL-t02^T6B29L4J^0AK*t#Xg=h|eA$H&&j((4mBCAOfu&+GR
zd|qO*@h{v9{hzy*5uUl!1UyAI5uZ4B5uZ5qksdppCqHnSAm4JHB2S`kkgvGS%*y``
z4Qr7)?EDIdNF5mZtAK635x91{f$gdZA>R5x4YU9f(;f%{^gFx+^TsFM>lIdod*PAg
z_uRdJ@XW0&;Hhg3@d>(_^w_zJ{Mfml^2q5T<*xHJ$_?}sWy19)<)YgR<)Zti0Rp1I
zAJIV3{0UgPD}iUa5%{*dfQLqIFRVT={4Ib&vj<|B%RB#QkJq?Z@0Z>w_~)LPglCw7
zz$flyq{pr`<i{?}lt<{Epoh+b)cej?sWa&7v}>-@)KT{v)FI4G+H61oqJe;DpdR`O
zI65mqfcRqJh!-PtJ_I}ueF(*y1C3%2WVXxO0Fmb_yaM;aC)w|rS4O}S&wSEjOey7&
zTTReI*B06Xmt(;X&_ltu(c|>%uGi_8G1I|kJ#NtZJ*OG70fB!lgn*q(fv)ir@U&Nc
z^kSlrjFQOl5QMwyK^V>)m_&P^hPb{ZhGSp(OMRdFCK8@{rxPDz^C*uzN~sUrYlH8*
zwbJjqoM7B@xxk!uonT(UOft_Q1APOYQz5-xldRbQBBCJ>(ZD?LBM7xtKs4gTNGx`M
z#Qq>ex$1(@%M3UKJD>-<z767GUj~YOpZUcHJi(=rA9>|cA9$7q-^bK4?zy#x+;tsb
z&A47+jbW~_&UsFT_G7QJd%do6+I_BZ+GgRS2I7vT5W4?Ih&-|aVh|rhZnh2Nwg*6p
z)`logQxN*uzGhQgUeMXtClnF>VW1-Lo?i;(HZCi8#;b^V!?T(-<<Sy)9diOX-nhg$
zkG;m}_nP4Lcu$12;l_ClzOw_QKNkWC(ZJoe45Bsv0L6z)irH3(v)Ko+&PPG!Vf-oz
zXY*7*L_c7Mc-~<M@i&8Fh*N<H)Cqqz<En2y>yl47`+`>^cNp8lJBuCW_j`}?yL`q3
zExuO;b@;2oO263wGNK`9`%>WVSq3qOeup^SzaYtUGqT5d4<tGsejVp#@I>Zqc|VHa
zG$RQ1m}H0H#~9JX(I6#ln3xhWM9AWt!WZ%SaMgknK5fEdJ_F%hxGUjJ_{$MBewQQ4
z36~>^0%iv&hz8oWuOJ-xT`fmEh(z5#k$n`KAk|{m+f=(l&yrpA?#E-zZ_54buSHYc
zFALbXVRi&*kRc833rb)eBdNo>0`dgy{$&v@evP6gzuu?@zl%|ogwd#yfYGRez|p82
z(k0Ps0A<ZWpl|sKB6s}&u^Na6p|b|k3^yQiIon^R+Z=ePb~<`16=Qro!Pn-Joa}m5
z#KiUU`J`j)XnH3@!ET`?^BO3b;kBe9QB`0~ba_CBxHRC5q>%WpB$sqioJqbYR#Qf!
zX9I!|4b077Azv-uLp+j;QE9J&4E?{~WtnV!nr*e`ZnlHwRHm!`6_t<Wxwt^r{+M7~
zPb7!b#*d&ku%(<DW<0+<I4!b-nipL_DVOAto25DAK4~UpM4Cpu5R*!~AW5QK6wd}w
z5e=+=ko*DC_a-8lH8t{lX6dedoon>ZqkM~<GX-`Bt`)c*9m&923?vg=dXz!9Rtbw#
zA0c2=@}oH=9Hk&XBqcJNktNOuE|I3u>Sd|4WAfzS^Rfi`h%}BdB8_ESkj%zM4eU){
zf)vq^eBfuuIQ$3XYXAA7&|t&860@z-Wj4F76gz7T<#?JOPxC{!Cy;&W<qT4VIE-Et
z5y{Er%LEzRM3E{qU6K@1D2r#-$YYsZ3Ps4ULe4rbm$62qF`*Y?W&>!e7XlZ_ipjPi
zeeZ#vAWQQ%D9~E{v_x;+?Fy4k*K4e|T_|@vGEjgq@5=N=H>D7Ls^Wr)#WFTMM=a!|
zM@j@K!Z=YpPbE=s^JG#^r9#YUQ$}-#lu_Jac@+1&OvD|L&c;U#Jfz1_AR5%j=Twfy
zuWySEuXt3Uv*u>4(Yo;li!EoX><^zPb~kIw@o}zI2Y8nxQHi;6EPA?(&rX&^31USG
zkt`xb5{<kRHBwNf5DHq90>LSSVTC|&UM}E|NM{3rkva(0e}T*=eS_>KT?TmvetA`T
z==b|IS}UiU3|3!iG2J{^Yp2;=?rPdt;N?`2<?ofBMhVPFVgx70aoMqoNI{HLCK8Dg
zCBmpoS(vCq!4WkoLq&Z`wrE(vjyx~tM2tvh<D-V~zrTR^tzRSA|L>u2-%rmg4lKXZ
zaQN5j9s0kGv>X3(veEWXTa}ARO$pYqI3JJA$|41%qy^Jrli8s$2||8ktR#}Jh?lTs
z>9P=Mp@JS$r=&@bD}$xO3cBRHoEbeLoeiL`S^$yjmLPK&NbkMtJ1E)x!{eI0KhCsj
z{5W<@Yxz)@(Wc%O>w`^o&PL^x9`<>~zMg6MfrR*M8daLkVnwR>JYI5iL}+4cG(BD=
z4T{T`lj3R=#JC=WVL4fOUKS)9k<JD%5Dn3PEkR}=zJk0R-@Gl~{_TUto!?IN?Ehx8
z|IjZ3#|$=fbXXmzK|HCVI*eULr4J^tl;9^T45CElF`2yVFfJ=YB&4b3Q6yE0Bp@|c
z>X%w6^Hp^sjL7_wN2CGq7h+}un23fLr1w^D{sIcOeD$*CpQX1uHh(#BYS-ekrw{&o
ztWW>%re2GE<sA<CIW2BBDfM1%ifTV!Q3aXAE2Yyzia2a)K{%h7CynsSO^Wi#$rgL%
zl*f4Hw8wblo|AZG{wwiGyC|LwV69vL@->SfbJG$i-LT|w<GRJuC)O<-9oevGV0izJ
z9jA5I*7Te0DL7`Qlh);88QX?MM>pfW`3=N?kXl+0wK|j;SSjS-D<pic@`P|qS!SeL
zS((VCtW|_A9}>A1UlL*RW(T-P-yM%U8+q#&y{lTY@NU=d3&w|+&l|e(_rl)Mz27&E
zX#ZI{WV$o+l#NzGpR<|dn1`dF2j{`+4DhA4Qv(B9SybN^0R!7C4s~ye=b{@kcutL_
ze21nMzJ2o<zC-<(z^U@8z^UTXK=|_ckg{Sv6t7<Jtm)_ZV}oC#hQ^nnj!mpz)H1&B
z+sdm)SLTiyZ%rPtJ|sQsWF$P}ZWDUS2TdIycn0(Z`QlE71bCj{liiMsY0k&v=?=#-
zn6}4DLu`(>u&hs<39;^-WZAY}XU_(Rf0_pwzs`fopXOcc`3iL!>HmADf11}cwf>9p
zsXagDUe{WaGGVw?K4y6^;);V_=p{EZ>ZrF}z`q1E?m`g8b0oyu^}N8>>Ab|>{(M59
z&G}5C)%h}##YijJ{K62)d}M}faq3pkY(VS}^Pu1d)WxPRQ3J>xhVGHCPz|?#Sx|a=
z!`Ioj_WYVWb7Y<Lrr{3Z4GRs{w4E+x3T@&y<!R+TiMPj0lAY0$Ojn0V9>#Vu8f!Hf
z=WRZv_A#9*@->;R_cfkA?rU^o+}C8{uCK}Xr-8I@P?xI~qx##HpgQ`Opz1Dtg(`mV
z+oH^e8^23@xc85khg$0e4-I#QJhV7SeqeVL{{U^^`M|@}?SZeQ(*vT7-Gg9z>xUdi
zi-!@;rVr&VMvqcl4IbsV>piZ(=ss@2=sY>)q5b40!ptWbE0~WOs7EpoU5ilFXO^G}
zZhtdR{bI$E_?MfPiC^wp!GCphJ@d8EcG7F}eZH@4H9cNC9d&tw(Q|m?V`%dxz}WI_
zkg4h05Obrqd`tazVr$)ZaW>lT(`>cg=i40y<csEgtApnIL4?zv<aFhHR9o{xRMm-v
zsJshHP^x#|&sV~lFQZ`VG9J=%(?M%(An5<&1ExFN!FsO~I3BPCw?mfTbp)BgIEv&S
zv<)CwR~OjGOTfbo4nvF~5>z)jge)i5fIO3fP-c1nnr5ZFZa%8Ab3Q8f^a51U*dml1
zewrT%Yro*Yw(qI1_g8<=T!jT4#Dg%}Xb%>M2VsYJ5a^vofZ44N-g|Yxf1ehR_ajaE
z!9&2-I0(W+2SB2^58@8*h14T^kWl7sDAt;ds^)p9oRcV2;sq2+^7PAjLilBV2&`F5
zf{kDM!j5Ga*uUHfj{IQ*daKRA<S!$zTBis0>$L&B;e-Eh2)q&h!Ef^cAb#{7_5f?!
zZs33P9d>|x$2LgZxfNMTG#k0y$p1fsLPd?EP(1j0UN9`1?+?E&z`~zP(6DK#E$sZx
z91biqf+Iicg5Gj1F!@arEPp=;wtwsgrxkm_b>(jGT(uK?R__4+HQRu^W-HMD+zjl$
z{sF<-jS#hV11Q$b26+6v5L|XF22YJ|z+d|pAepQNip?e<x$FXhH)636wZWTZ2p-{P
z;3l&IbfPUdr8|IQo)g%Ypuw)n1#BB!!KU5qz4ZzAx7KGdZ>%OTFRgB2o><?*+_!y*
znX!9>nR0miN&c$=d+-|wIQk1vj8{XD^(LU8cR`?+2H*p=!G~!Go<ehQms*2Mq8&J^
z9l<fz861jTz`n{A>>AwO+jh9WvpIozYd!4o+UmN;bL(3kk8JLH+_8J$G41fk<C^2+
zPXeAu9bAz*_#F5Kh+01*<3+0>*lHutoOS})Qv(S8+Tcq!0x!Nfct~u(E#4l`X-?pj
zg9gW9*Y^&U?(ggxFz;+TJl@*&dA_!}fPHB_g?(ak8+*_0KK6#g1MGy;L+oXzM_!)-
zu!sh??Tf*8-#0)x@-r|HPl{==5f~0TfrillB3>K(sYZa~S^zfM7BI06;Hp9cI@|TV
zQ<3{S$4Za4_6?qI>^iY;Z2P@l*<SK~W^=>)f!!VN8HfAc*PI@Bk2*i}8Ad<EeG0%L
zo|rqL!GG^JK-2sgSbB&bWVQi`T<rjc>p=+eL83<_Bfy6uV_A{5;Gu8=w-lH6E?MsH
zoC`hPI#pudI5c{_w(s(OWjE;a!gdVz*zP9ow!<CVb?5uIOX&N)XI&oPPq{w)B;bW;
zz-(I#fxEv(?8X0hF+7v?5N5Lj*e(Zv;iV1a03!%sSc0#>4!oq!?>rJ+-@0XBUb_@v
zUpkk2zi_I@J#*~zed;iPe`J3Zf6w8T-=y<h{3VxrenYPJ{rlYR6OOrm8t_KEAkVFf
zfxPQ$2u1n}{?Qc>Zu~dm2W<ns^L}7^9tFCe5s;~tZvw*XU*e<D&%I;apLnV~A7OI5
zAG(#`?z`0B@1k4%Z#$nL%s5{pOgYaGF1g$ZIOBFN@TB`)VmIb4vEAb?=~I9YqQQIf
zVxaE$8u1{0ga{;)5^b~&qAj;Vq~ksixF31T#u>b%lP#W7LhT<0MxgKc$uPHllDuZH
z8MqrB1%8w66@+VUO#u_Gy@6w{!^Bay8^qJ@cSy%Ew<#T-w<*ooTS4_+p9XM<2H#Cc
zK55%h5bQ;KkR!i?)bKAPo3j~W?03J7a@Bk;^wxjG4luvVVA#zB@zGO6vBx$4IPa@C
z75<WU4&ef}lsN2BM;^j-P)=h8g9b3yslA>v)Hdu4t-<>yt=i`%tpfLHz!&kO{5LED
z)`$Kd$zn(k{{~9^H4tmQ@tx9k=W`ia<6*R?&TXNe=`@#SJHh0jFHs{s&J*RhAwrV>
zDSQU84_81r;ax%P^=b<4#vZ44VlOe8y>BpTe5M)YxM@Z)ewtB;zwt>vY6x7v2sr<I
z1<^<@MyZL+Vj#~(lIi-Fi8k9F#XIf0t#H?x68jom4X0R*a6-^$m;%p!s@V59DK?-x
zAeG$VpG|GW7t@=3Ynk=9&X8K%5Ua{}l2wAAWEJ>NvT_JhAz8Bk_z!;6x<$Z4dheLs
z-$DGLUy!|=E8eM$*FIHQ{&P3Qe)n{u>!C5FkN$ZiCVEOpN1xzuJ-e8Z_%@m>u#u7&
zR7X??R|VuV%Lx^srT#7KV!wV)q5m~bPQZ0`M&NaJ8u5B)Dsl3YfZv}BfU<Vc$GJWE
zE@bW=@k-Nlet(s2u;yWg*@l@6n{5+n^u7xTo_d2af6L=hLCzfl7Pg5az}JR|iIwzN
zYAH39QAo~a<&jD_*~EHoX5g`~bmHYO6={N-OuoiVq+H{~Q?9c=#YYV^<erGw_ys6;
zegml*%aB=+<<GM9R^H7uSv!?$wdrz}<K8o=7~K<bc*~9$vU8(|;aM#R!<TU*iA5|K
zHJ6dd%nVKsRZ|POsX;ZoBuXbgF=&_{M;+%WX%k@z+5}flyT<tx;E&XSj(9Pm4ND*%
zc|O$#e|VRD_~*xY+P~i_G+aGVZ2tH8T)RC;T3n|q$;YBu8R%3k3HB_FWaA42LSi;@
z)U0O5F;hZR>;y($SS-DQub{UHWc1SlDPxQ;VT|*{%!x1r?x#S$@)rOT>2adhFM&kF
zr_9*@-RoS9A0HHHEx%Ew|NE74lXYhbZFe8fa@B5Ad7IZJ5S+^7K^_H?5PX)1PgDt`
zXh}Q;GnSjema!2<tTI6qt63;w4G1Gc#{?0fWBiEFab85|MA)YQ0-}MnY9UD0FNWmp
zUqRO1Z(bA}`2KF0=8u!rI=}o|Ww>^r#Aa7l9{Olw2G*=H#m})Yp6rn&XZWflTw-EW
zBvlz9W5x&)*-^X<WU8=Ozz=H>^1@Drhw-io!@|b+VPWGu9v685-zR_oL<4)p0+1qS
zy{X%f-23jOPmA|_bF1p$cjFCO%g)sr{B@$-YG+%avsO*EhiQr0*C8jFh)IhN_Dxi<
z0~JysRU(!!BctNk{75yA8(t^~4X+c1gdYoMMqEYyj`3N-aUM%B5%wt{aP<P<{(<zp
z$n&Y*vgCdKjxQgU?_4@vzjx{7)`LHsZqQ%TQ*F7UvDEQMMFGYnKg-8HT^-<_ltRTR
z5?BG^Sbk81BAUUID%qhDRTx8@C!j@F3xlG&g+by=LTdCFpC%gT1xHSVeF`8Uy+04p
z5Q}_fXKr5nx@gOid(~T(TyNdEWTbQ7_kAt8tJ~|%x7AiUXcm{a8E55t+ofdtyD8Ht
zK4KM<5S|=H2}_Kmhs4QQ!OCPVMUlfNDk=m4iVh(`IU)#@kMT*;aUNMR5%wv7f?NmT
zZ}TAmc|LMBEqY$IVbM&(`h{aX|122l+52s8hxW>*X0xs3b#{mHDqRd!rC6J|LO&Nt
z9?2^ro9@reV3U|>;WTP$Ob96@kxfX-3d1Lr@o-74e4pgAJY3><7(Q-->#w}_Ng(+5
z`5^jrJ|rXeMgHFl9#^kfFx9?l{=a>H&F??4`<wQjqbq7UOg0xa+aAoQN9!k6ds;~=
ze4Qgo13kD!G+$;uD=;Wm5EPg#rsK2XL%cIH*q#|BTuf#&!f7rh;~EF6y2kNJzRvy>
zz(oGPWcfT$ubls`WYzq;jmzhao%{iHW^ncV-cvi4Hl954TiG$AjX7P``;yz7bmUDK
z^T>K1hp-xg8?!3NJE$VWFQAM^^ev4J!WPE{V~W&F*P>z;x~PfeTzrb<R5ZnM$(>@k
zWle>A3gG-a9~4OcpY`j!=T$$UM!S}x&Yf9`I(crzyw<bZzN|WZXnFpC!QW{oEq5z>
z9kiml+>Ci0UN+2De`iWF8AE7dc;gzv{5<PLfo^q5vU6QpkV9<|&91hQW?MIaFh#Sg
zycz6J`e{J8Y#t>3fP%swP@|2A|ImwM5YByt>KOfPUhT!rONuTW{3&Bt@2~hF^X=k6
zyF>hb7d_@ltU2X`pDp1S$=Rou?(WgU#kzKja86xHynR<1!KSM)z^bbu(6YN9VJg6~
z?Jm)(=`QJ0K=k*>b@&!_sp1RNV9OV%UL=FidSNN5X8iYg#p9coWR4wNmUvZnRm>&R
ze*_n8_lAt1wJ5`$2L9*pW<F<0HXcKC2bUo(+VPCY&Gw8EV|6CY)8b5#m)V&{FVmp`
zFSDU(tjX!eKBgxh<30t%euEmzUx+$gyBO8ou^82K>I+om)vr+n(<>LGPj6isKYj2Q
z@s!RQ{-nu2jO$jrN!OeX`AuN7y(Vx5?&Cxg^mwp^!#Ky<W<1i?a$MnHKCW^!ohWcJ
zo<I!EYsV4BoejqyIvZSh=JF}-r7c9AEnA4{Zd`<F=vjm+LuNs8?|nZ{b#Kk0*n8W)
zjlQe#EAOuEpY*#X{}At5?Zn-2*za-2Rnz5;_ff|?1YO%ZK?YWLSjOgeg{CHVW6X{2
zCR*s<%d*nFS8lCyztvj%!6_T<2h%o3?>(~q6zB6$sNU)YsCp!WP|~*um3i?CRMOKQ
z=gFU~TOxY4^E>YIL%-6V>#PZQZnVMYx#d>(7xp`yU%2eGe}O$<{Q`f;{3YqI$xFJH
z;Y+Tz-Yb!=&MT$<(bp=2Bd_xfHQ!Vj9eUGltnv1Y@xix~pX5Xt3f0gsA648lAC*3|
z5EVE1B`W6s(RJQYO)g!$p3rUBE21a@O79&)NPv(E34{<jgx-7az4zXvqksxnu=n0Q
zdX7gu_TB{xin#CieRqB9Uga#;W7L0UGLxvkXZGxOdWA^N4<*TDoVlaGa9JQ&to8=$
z^{&8F<N;Ti1I}tJ@X(}zueJ>Y>rx<6j|7PZM94HWg(72PsKySW6+4JN>>!4*gE)j8
z#5wFBW@c;zp{)lIYCVTg<xLS(Fg1^m4l70CV1q;$sLk~QJ?tP%v4bGXaKUyB3)t&u
z;JCpWTolRRiR&QzHkm`PvI#`t8i+(SeaOVM4@KBN)M#o#i<Ua{VE3?HM-}$`D+6N)
zwVgz$0@q<=-$y7F<`bf@2MK^RVqTymB>;`N4q&i=1?G!wfwIgBXe&s-UTF@FGA7`>
z+6X*k^+C8s7XsI6WA~r|@$1xZVW<k^WB2gWJ2WaNLWd%5%KWdiAHnbcA|C%XLJ6Nm
zP&mvZ2(brog_WWXAScEGB?&5MNRdH*HW5tcnu4XYA=u2<1I7X!uwSSNyhZ9DSgZ;j
zOO(NP$wmlXstA$G<RNkSddOTM2ZbxvK;=qVsQ*`hrz8gU+Ty^|lLQYlX%Jd113%VU
z5b~A4%Uc87!}LIqXaY_-L~tl4gMEWFus2hI)kg#7HaakNF@S!63A7U|u)V|v+q-O_
zzOV!8xZQW#&vswvU+q3HzOi4irtDs_XXbx%;Ok0)w}~|PQ<gy>b1nGul)%SR13ZJV
z?uj=6ewGC|mQsLQX9ITaw!rSC18ay0%$+P?9AE?eq#e*M+k@?W%q#mJw&R?y^e>zV
z=2!bS>~Ho@?Y?oI{0q3eMie+&;vmqL1fj7s1X(VF5c*mOa!>+)cMb3k&<FPzQxIg3
zz^T{@9BQe+X{CW(4+GdkEMV<q1M`4AFizS7{VE4&5AjF$4R?w@!TrSe!hOr0<UY6i
z%6-83=5U|$&2c7xuP6!*n&RN5B?<n9(h!P$P`K?H2;(S0kgEpx`sssLq$#+ilEAsZ
z8hBN<;LySVPB#ne2JC=6Y7eaa9AKW{0`s!N55|4RDaI?uNybOV_v|l@FYG5BA95yn
zw;jGZ{rxY1GoFK!x;S`hNMhCaUl$WiU4xyJB7_UnA;?D`e8Wt^E6Ebva&16RP6MX~
zCOB@!s<NN+gR`AGZNJCyyWJ7qH}-knB>RrjC-w`carT7MOU`Gf2i!0GTaJ^?S9z0y
z%m2cE<{(fN2ceoIgz3zKShJ;&U@Z&rYz6G3)F8rB4}yYB!7t7dyfbZnxEIr>Tx!@~
zom)ARPTdZld4s%94m+JDxCi*-+|$nQIX48aIZp*IxZ}<b96q`H#ry1f+3Abh8Rtp2
z)Bgep6hy&ISseV8B_IlWkVKsIQmj_v`k)Pv<fsa<?z#}}Z~8qb%JQpUD)qBZK4Ze8
z!tR4xBln$42k(t@KmQefhv22tUYF;*<E~G6S6v_R9=qP-y?49e^vUCb^JmXfg3q2u
zTt0gpa-A7)!E^B3C=S6Jv4i+oi($MNGRdnTi@qMxxyq32qVqLQX#6Q6jPxNSk@_Ye
zoB2{$V*kvm*71o)EB}#OkKlpJkn3H+ZudLRM?7vhU-G=+{Lu5N^E<C|f{)(ETtE68
zaQi6S<31tW?J+apx<M3t6mj;(`9B%gVq_UDggnv;$hVb)T>FiaS<af{sh);!;)5)n
zN5$Ga4ohb~2rS_I<5%hQw@;(shG&P{HIIJJ%WlKo7hU)JoOeAfJnMSf_oUk^-@|U>
zeq$aV{6{@M_;2_6;J?j#X21>4!4G?}D4Z|Sa4kl@!2&2IF2nj=_G>X)VZ4B+_Bz{5
z|7n`P`Tc}Q>)X-E%o}0Z+$%vP{0sgyZfAX4JWu&_`5gBe^gZgi%m1*)(SU;<R|5BW
zJ`LRE^)6_;_q(70pLaoh!gqnazVBxQ+~q|f5a;eVoG-FeaSejLG?be!nXa^w`B=$V
z|E7$q{Ip1*eJ|J7<gc_)t1Ag{%=0nn4yPjW1;;|l-46%Wd++ye_Z{=?3)n5(5j5(v
zKX};ZT*!8x2O$H(H=(_LZ$i5K--K)qcpKdQFMtQ0!_Ul__%r|GGtM&IxlnDoXtIvH
z;$0nW&9hoN#ru_f^}mX|j4$N`S)ECXW*$pSc03fD?Xowr*mGA{m2f1a$$xuLSI}U<
zV8|B#-C=$HC&GLDZ-sXTyb5m%d>!5#^g66D_)TcTzwn<qgyF1}jD1XjvLsY$&w+a5
z`5&7|OJ6nHta{YUTz9L^QSEZMyV03Kf6CG9aOVEBc*os|=`O=@`JO}3<-S`Y>H>Ph
z+C#cR`olH{k3_TvABk)Uz82LK@*=W6^kqa%=&OjTu-D<3u$cfaoUbDAIcpkTi(>5O
zYPDufH5<-*-)6q>*=EYJdz)#pe>8Da&Q-e_9xD}+_veQ)cV@*nY)?yZ*_xE&)f->z
z+Zj_G*cR0s+7!_pQ6IiNsy6&UbanW}=&FdP(G?LdqRJv)MwUjtiYWOPzz2^Vh4W?x
z&c0>X&(&*4O}6RJdDCek{kX?s(XDRl)tB1rl~2|S3=UR$Tka|eVr<Wka@dlU=+d2@
z;n|*2;M<&75mX=F5LzAE5mAB7P-*m7OmXzt*rJ$+F@-VDqYGkRMCHf6jKoCD1U~u@
zg&3Uove)3OgTJFqY7!qibZ5QjHJEdMtC{rmK8noQ4)&%a&3yf_T2IRz6#?`u#o^qp
z{5U~dcA95nMy_v7YH3hKa$Q(SVtZs^!j|Z~_+7C%@h9W56Yj-kCp?eAU7w<}5?)6B
z8{m)kAs%PmTzuABjlZX@D&ilyH6@;I)sech&0y~3t>jfFdsrI}v^(jIHhPc-YW!&3
z6`|a=;ut|gL9%CcZnke(R&h{KMs-+TT1#YBYF|ux%4lqA%JI0A)Z3WnF{vrfqf=8}
zM5U&@jGPGw#A7Go%$YBPv$wqH)aFfMZ~Iln9&OhU|7%2d&iNtI%A@@Zr9EAay4zdb
zEczOSw(T{+oW_bM=jzf#kFuf+VPSqjU`}pjXhwEZWJ*?dOk(D6Tzuw{xVX$eG0$S+
zGoME%WW0z<NPihQ6A+BYPR3{6MXLzVuuf#MOHuUYppxjlots3j?b4oodWXe|1A}zM
z(LS!u)=n4m&Q>34Q)8fgO>G3ftSa8Upgc{OU78n&Z^eWr6*ff1<#$F$=WUCP%sUtt
zo_{SaBL8_zWbX6msGJv3(K#<8X97a;KBVD#_fmZ3-MohIv2VS|(;aezTl>}#E{<u<
zI=0h%`PdHI4ci7dT0Ol2v(`>8o7%Pjc3E?nQ$a(lTUKp~Pil2eKte@HNKAQcL`3Q4
zsL+zZn4psVv4N$RFwbLxi(f>C7QT!OEtnaIz-y4XlmHcY9&M`#?+0WE4|gv^e;kx0
zoY}7-b#Tmd>F7=y`7Jx_G&c|MO&a<=tSY+wScM%Sj#+KdE~za^Uh$2Yeo^&BL1A^(
zVL>%*k$yE>qlMLD(LOcjF;Am>t6oO>m%ohgFPj;N#@Ro2F#&3ppzmEv(aRl+(BFsV
zqKijm2*-}7Nsb*fUc7Cu^}6m|Y_+Cgo>A2{cXH8ykdfUV#7*gmbdKvv@QCb4_X%mw
z4+v<h3>LPwgn72~N4U4_j&y4|i+LR3-t;QMv+h;6SMBQ=fq0z#3-Q^1<3cpiFOB}%
zH5*+%IvbrjxdI(Hp)5Xf%y41fVal4e{Y;gbF-QI4U9J{6Bi^<t+XL<5hQfIf192|F
zTT?y#`tyX|edYe{y-h(bJ-s3Po?W3%y{9n`L!7$bgb3O(Z8HNYIQy3^K%d*@p_@aq
z(8V$AA5KW2L+6&DUFVd<2F~cu?>I@4sXs>FSbCVNlY3BLn!3-+DsIf59<e9XK4@1A
z&v$2vi|0s=hwE^eH-EU%*KtRWA9u&7KWF$9=7GQc_74Hvt?vUIw#*D<Nh7G4i*ENw
zpi9H}4#a**+y?>IAY5612CvAAc3sw)+jx<<qWm0nL*5yC_0&^*!?+V3#PDN&)`3Su
z=)xn>b{>b59b69O@SP5px;PwcaI-(q?ZG}U>d8EK5_8{!ap1idbI&Jl=I)t+!a3+c
zizvFXRUDn%C64yvJ_sYYALYQ!d8q4eIgzHD8nY_?G+mN^-Fj`>HTI^sD?IJ+%kD-2
z7llNh3&9lk3(>ZM^GOWexokG)Tq%cruEBwMu7^iIH|j(?f6~eJ{C%G7+4uOe-8X0I
z$tl51e5n*e*E>bf>Fr`@-(FF)<AgZsyD|&4KUjbo9;_2Bzpptf@4m^R)O!?}*t^UP
zVgER)_}_8W_P#ANaJwCB;(RNL=y)rM%(<0q#ky5WW!!3@+1~1*Q*VzlZ0?+3Sl_wJ
zu)g(%LAm*rO};rbBe$CnI=4jx?H|Q82nR(`4|WjE_&!R_^Cg6m7YbrI&voV`KQ~<x
z{hT5b{G7gC_>8mB{h70x^D|Fv$7cb0oM+*N>}T;NjAt2Uw$BQQHqUEFl;`c1mM;d$
zq!;@r7B4Si9^>Z6pC}g3Cdo5#u?wMt+X!gK7y)&k5J8Psa1F$R*{JZtDnjOmjp7O8
z+H)huO%?}^lUI6=)7H99*va!IoRl~d?kemFUp2<Z5KY^U(c0D@lXb}-bM#4{$_&gu
zH5!?H?lw00yu-x!%VATa$;+mOU!G%L&&c7e2n~-S)O{GChI0f|a#IZDe3M2gQ!*kk
zQ;Omt-!*6Zem7j;K5em-|HEb__Xks!4Gwa+7X_|`@KUe>e??0O-Dm-^%4U$Ng8NOV
z8A7GHJ~V6SLa(L{jA&`YA#E+Vg86esMz$l=vk#Ad3fEv@2a$eH1SP^kLOAvy{;*!m
z6I5{>gf4avrt{fAUQ7eqr8dA`P6o%7_#TLiIe4u$0lzgySia-?A9DEa$2u*@lh=UC
z4QkM=po)vXRA9TJGVE8{1czp%cQ+m%*I^W2LMRP8h}f@^C>VPXZ|p%_U=4N<isCF#
zm#_srDJw9YLjv+VbD&C_0BeCEa2M(Ue~}KjFV+I#5*!SdszTH<Wk_1C1lcPTpll_+
zw7yCnHm_O_TV>Y4(2O)4!sBBPl=c@w5swh^2QlOh^AHaf5!iSwY(Y+x3`$}|P!~4_
zT?qp)mec{Fq$W_L)WLR^DzIj40`6=j;Llb7_c`()oU;x>=B|a9d9siyEd%+|E1`To
zE}F(PFPI5nD2oDBM;zF?65wDU1p<;ZxYCy4cC@nK<hcPHf|bE8K?9gMIzTJe2b)GC
zu<kGct1YHL*<lXkJw&iPf;npeq#Gn4J;uDX1kz{Bv?bu5zfyqo(Hbn@*~|<uH;DpG
z`=^VM04IGZa3xBEyX`V?<H~}-eFHcJDg!rG1MD(&fmvz*w0dKpwwr=YpBY$hBZAc~
z3!oe%0p*k>kgsAMl7ajh^9l2v{GEb-Wdr1QRG_@VLTe`eGY5vI7&u@L;;bw6A0Omp
zvkW{rvf$>r0R;Xkz>C%dZn`e8iwuETV*>P6GoW=7fjVdb)KL=H?6(B#<7BYDL;<UN
zn3q=5RufiJ_{SG(puD%me?kN6Cv>ox31H!MV5^J$$3eJZ7vqC{kgxSJ@U@c#FXs*5
zCR71I1Xf=udce&$0=r66U^Nke*=YgvEtWvrK?d3$3fLa80_r*IY3gn3Z`5ZtlhkpW
zPt<SLA8f(qB^{`b7}!){Yc&(V-iTe0su=uq5MJ1W`2X}ll%){FS`GeA8^GI31>8fm
zz$HN+oU)C<q0|gGbrxXPX8D8NL;21cvYKM<wE4z3K>f-%P5n&2ZaYDLV*8%{-u4aS
zEA<5~s(Qcz`Ykpv{;&h)On@DpgQGI8iP<C$zSx6=;M$yU%Owy_UkxFS@(|#z3_gKc
z;1Q!g?V4^f<y=Vo%B!;c;?P9-#O<{H$k{?2w;#6sV7Hg{j(wc|mVKH2iv5uOjQy7W
zm_5n7$Ns^(ft&1H;(*;*?#zHac4B<&2fZ*ssuB>XKNn&w7DJ5fD%_4}J%qVznhp?Z
ze)Wye|Lm1)GU1+U@!qA3{MNb7`n6LV^`&Dk?YYAc;~94s^9lDb>k;<?>jC#3>mTkL
z_D#+g`>Wh(&N+u4+!I(bAI2B{W&${P4nIAJFV6pA*u})@&VeMeg^*;u0utDAQ!)IF
zpToU0J_Lv8zwwVVec_W~@zk@(>aklD^?^$h?VfWd^B?|J_ARFoyPLcN_BR~QaIQJt
z=3e5x;-2Syc09$K<{jow^Y%GUJM9+C3~;d%^H`7bKhB-e*vBN}dvoa~xK9dY*;E>1
z&BtU1g|~5TYA+%KbRUOCncNRdA>HxKwZ7?HM!W7&$Gqy+YIn)ChjT$N<Z#w`H}ACb
zF{e|`SDcPHKjj~Go^akTm~!6bG9}pIHYFHxn{u8B;NfiLjWcH`CLU+KbWJJTuXf&a
z9%;#^Tw9s9S@!Fnr3#cEBnY+dM28t)4~r*V3Cgg!;8(~vBdoML>D|CR?z!3Vh<iW(
zklV2HezyZIdtJ}E?s2{Ey3_5Q>kjv?ZUY`)-TFPhy7qX@4Dj(9_~PsziF0Q%o==Xt
zBoyk;nJhM6_^#M``SSwSng=;fihrkhX<bbSGCm(2ZFwp@g?cO`hj}Ql#D2eDwd0tu
znZL`YOEBs+=(@vmkNY;y6CQ(}H$Ap^z4GYu`r^^)^TnfG_{F1DIO#qU;36ji0XXl)
z$l|PneMo_d_;ji6tceN}>6aDcB@fGKt8NuJC|t>Q(>$BzZ+tu<-11ON0(Ea>25VPX
z0cRw*oVPu&UNGq2?z+Xd-=kMJ;?*rY?A<B6;=Nh;%)8C^lXsKfC$9$F481O3X25N&
z2n6BW9gpXcwGN+kZW8-isU`WY)^N_#I^u$VYHXHYE3@BluE0g(ShmpUKw1cCPht#p
zBsPV$Eh>k*HN4oVH?-QNE4bNxb5OTuYrr<2=74?pM&Ehg`hZ8m+Q126b<jtj%HU7l
z6~UjpW&$5Sh(IXLyh%8B=HmI3DT#inRTqENs3-NH#boZE4di7Ps@dyLl=9UN=6f0L
z&I%;$NQ<NnBqg%?;xo8iF$Mhg$O@O{@CJ{DunzCq&;emp$R59nkW+r;A@}^sLO=MH
zgiQ#G!#?^Hg?;p%3H)CW5eQ!<0x3B27OWxQ|9XgwH>!v|Yts_{XS4pSt1YCZr|X&P
z4p;Kj_LO)S4Cnh>3}l5-d(z@qo0C(yEeW~&hPYDKnwVOT%BVK)vdDhl;)tF8g%QUC
z@*{5h=S9Bt%ZnQK&5fE6=0tt;nF;X0`w)rqW;)KiMXL$lYu1UpZBY_=)Tt_Zvs+v0
zLc7J1<4ttAeYK9NqZMujgT=nYp8OD-&Dqh+=8R-+U22w7RZ@{_SwfX(QCzc6er%6l
zPRy`>R?LxrjF=k%8L_YZ)8oed(qkulF~XSuU!1#R@L6*vKJzYJMfh63hVW{$JmFri
zqR6#AP02G|=8F%v*{<E)$W_@^<D%bJ?nB&M9Aw>`AIYrEN#ImuraP6S=eri9R(R$l
zH~M5Gb@`<wZVyOKJQ$dicr`FF>19At(zstz;<#^8;)HM}z#r%CI6Q|OoVzQQ6FxPs
zB0TGsCEOlZOSrUEL*hiQ*`j?N)HNfm_R3ouoOL^Eyv$oF0<7vv!Wk8Xah&43RHwY0
zT$ik@QjfHZdY`294!`)c!GPG*{ejVGmoU!*V$weN#iWk=#->aNX95E8*a<jy=PyA}
zy%c?DTZ$g_FGDxB$q>#BsYx8!VzO{|kG1Sjhux;07QRkfgNJE-jUT0=GL&9i7Gs}R
zlFZ92%yvo1FZM{lkD!RjY4?rH-s&HoJr)?6eID~PAS`>_FFb49HzIRFI1><z*B}{Z
z@1jKr>K36loeR+2A!&4FcqKZyLq&Z5kkR~+Efkq8JuIco9X##ER(F%CCLy`FKA4tQ
z6J?iCmFSpUo*{@YEp(46sqzXdY7qt(_WK7G?hf!TJcD`UA5b{%7nncc8<aO8oCyfS
z<EJe^P`UtpX_7{_`(~p*cFaNNb}mClc5V{eJ!~L7w2i!~dn-esxz|y%y35t5WU~(`
zuQiaG(G<Z-Ziwf`)ur(xYw}z}swzAKDw}+KD|&r>Dt7vLRh+^+z>NF)luZbQB_Dle
z0wQtt&zg^*5}&=d&q9A}orNxp&O#@~7NdP*ilW22_2%}Cl2){Br^(k1a@EVW2n_Oj
zy@(mz{?<tyVT{=JSo?_96vyC}9D!d`nVU~zgQrJBx3^ovh|s0sIOeX8OT&8~*V<3s
z?$t8`u{itZ%|oy1q|l8nNpxXI3Z2}I^Z$W`Xy-wBk%9f%vpe<@mp1IC%2kZos}$_u
z>t<~8FijfpBgbqBp@#QIvx0h)IKDkuJg=@2fm>&ttDv*f!>MD3C$HnEr(@?GPsfgT
zp1k%i9!@PY14(nybnz^7s~OiH^hux-J0#G7y<%wBQE4=IOpeffR8y+yu<7E;gVwTz
z``AjEV?52I-EM}_JB7rskswOIaHOqpM<UZ>Tc*9sP>}<FsMg70u)~=%xZTBW@CfFX
zfIaZmg}wEgi+%6RK*lWepo)O5ZWcqQ2E@^UonmMd=kI~jb5Qr$)r6KasuI<wjpi4f
zq^!(5&Xi9&>Yy5Z*hMGwkhhWlfk1Qb{SjpMeepJey%}`g-a;04tj5l6Y%_;Bw#|Vt
zcG!Ww_of4V&l?BY?yrut(I32-_?9n%{%k<#Y>y~9xLp*D;{3hkm>BA~D21A?EJIaS
zHi{Kp)}NbsiL^BF0&Pvyd5&VpIf0trSubs`GXVy!r^8M8r{ai?r_#yxCkw4uCu^wm
zlbdO_C%4h5ClAwYPTi#2oP0yKKK_+ybqrWDajycQ3+)IU-bz5Dqj>y-BB=eeII6og
z3zgkkgbHqN5XrcuEtT-M`GUxs)D=O0*{v1+$ye~W;i2qu-Cx7$dYBIPk2rn1KhljD
ze-xO|{-`mx`C~KD>iRYd%Jst}@{OAols{fuSYG>VNxJ%jG80$v8XU)U7`wJ1wB=_F
z0Iq|mxhR2({+^9;9<3mxK2{WseXK1N_Q-U;|0AoVUXPeEu8$n$oF2JtaCjtCvU?b;
z%zPNFMthW^Nqv;3ZS|-^m;9(jkMwwpzQyA)1LBkOn8yahM-%#H52p-g;#3E&!5F|b
z5IgbsIR93k#WfJuB~bcXX_WXzh7kEiNi^uKwv_O#$vpSB<i-5A^yS>QoK<%3oYyek
zdCJ+o^Ov`I7p_2gAFo7upRtMfzDU{ZL#?XGhYmHP@onmc<A*d1Caz$fY3P5Ln327G
z2o3B&sC_>|RoFq~T_K?4f5cJDmxU<w%W8t(q@t+Dq=tmxtKn>iuNKmF-)t5#zOj~2
zryQ4AO}VVFobp~}@jYO*+4l%p<LQL8hSOPc`qQQBb$>L-YyarppasJUns8WA11>A7
z!=o7)!nG*vd+_+!LFC~&h{Rji0gOwb09c5;U==|C^4LMBh_OLOf(9m1I6luIgY7&E
zU`v~U;{s!FS!f7ei}fI2i4KG>)r5p)>X5Zu6-rksL*pv^aI#e!VY`eH>|3n}r)Q)C
z??E;8KzZ0fB;flnArBGq`7ViEVLoz%W!OQi!45)ElmhBv7N9F`3MLXpK$6r4YbhOI
zNNIunEOl_2tqN|lm9cx+h~0w%#Lkn4bm?_aG+z#C7vKkkVfq)!!tjjL9>C+D#_#_R
zgo1G`iu)Uc{f8)G!(3#GJqQ_A63jtP#0Zo`^*~Kj8+63f!B9*E%)~c>rMM#4h;IOf
z#CouokOL<PS#Xz>0bj|L5GJ)85~P+ww$x%MowXS1W-WrY839W*QLx1Rfr?@1O90DM
z3hZp8!H%;OSRSi@9=sN)@f*M@TL~=7lz~*Q3dGIoK<v{1^KF`7wo41l4rqhvNz5f3
zFu8|$sS73(m?>Q_1)U$5?`EL;nFxBHW&p^lqCmm^frepW7h`WMg&)Zy4IKNWVDGjH
zSb=gtkJ$j!jE!JbtODd(HLz^e08)=8SPW_baa0?K`*gtkm@b%Kz}(RTv*(x(dSL!d
zZ`vI6rih?BNd*0I5*WOn0ifVH*r<yF6FZ2XbukV`Qs6|91|EAUI0$6G-cJr#Q3^m$
z-2~JERj{s72dieRqdK*LyhR5rcj$uU9z7r()(6sAeX#h;04$yuOk2D+_+~L_@P!2W
zpYgbOd_!z!j9yZH2dq>?aSL2gu)_|*Q3Jae?4(>RrNM={6!=au!1Iv<PPhWFlazsx
ztA?GFCQuu+!KPgotb6sqYDgcfb{YWXfZ-3yDZ}rSYerwm4~;%k-Wp9%z8HPLW4@z+
z@hdAZd29`)k7fX@@f?0SDThsB;EX+pJFXA%vY3Zk0xbb|hgBf(z#p|>MR15y2K!8P
zU=?fqVASY-r?==$(Yg%2*={wQqz)T>q3$*QY;(-ylg&kwahrQ4Z*5+iyrO<Kd0_))
z&uqZ_0Tqb1Xkc-32EYb;IlG?@0_Sgc>_U8WB*D*Y9{AZT2BG~b@N|&_SAWH6=O~qL
zyi|=zZobZE`wG2}b`1vOtahUh%wCgsj3Lvvj9q50>4(f-(a)K`px-fn!gy)+kp78y
zkN$&nhX$6{89=_s1oC;-?*I*Z7zdnnU2)d**(e49_?}dV$s7owEW$o$<qtpp+OJ;T
z3ZL9VRmNQsG~e;FbYJs|4PH9b7(M4Un>@AeGJ9gb)%=m&2=M`Xzr}s_X^Xq;o20+l
z&q>$WAIVo(KddgX!1|0GSRb<on<Fy-Oa&2e!a36uXa4}a7GbzPC(3X(M3ELuN6?pl
z33ZSi4{+b`Mi{94!YfAeiF=yvLzjHR`_APi|2Wl~-*#-bxarVqd4s!+e2ue*a)oou
z>JsOQ^?A+{>oc5j>PgPD?J-=jbO1L!+T#ec-7^4o@*?1Z&zXgoP`n<|Dq^^AuhfqO
zbLr3VHcQ^e*vY&M7p#9A?7Qi{f4IhNpG3VsJ+q9jxfPjTcBvv=aBd=><9Aq{aoS>Y
ziZ^0=f_H#+%<(M!u;V@Y0p452Ufwt69v(19__(Uf8JL4J09>5?-Erppng1i#i$DV2
zn-nd{$u#3R?^DSOUnDVBJdAT%dnd|k<Mq&Bjmv>C`saO9O-_5~TAc7KB_DOKwLa|D
zLOtNpP2VRNVvITOVeNK4&fe*KgFP&GX}3-A#coglcK!GvT-~l1H(>t?@bLTh!g((Q
z=gwF>pA-er=}dL;i5!DjFLQ{}4>PGtZ>Mr)ug1G6osaU@JQWsUa4aan^pJlBX`gR_
z)gGS;>Q1i)`iMt6bGv&#d&q6Xe!%SzXN%h<Zm-)DZnyhKZl^nN+dY8O;t8DQ8Nk;c
z@jl?J8L^T8iLwO9kQbTEQx<(ws4elh$Yl1N0;@$=v+P!%OBE=dNbu1(6dhu)H$28{
zS4fKGNKlUTHvbaZfNwRkU)ap<@$Tkyd2Ms(@Y?Ix?sbOO>h*xv?ES&9(R<pl-UnB?
z3BjR82;5%*0e=7fICn?md8EqV+$l$xC{h%8UZyT~uR>q)dI@Ra`Fy6#i7Y3@gQ=bx
zdlCZmM`9w)wnZjbZVk(@=?y8Mbp@5PHU~7=xB749Hu-IJZ1COXRO@?!U*mh5U*-4C
zsnYMeQ@Q^SUYY+7$I^h`0au*)199Gr!?`nKC1JWimhi4@J>hZnCXrh;S`wEki1SYs
z(^nnJb5z)q>8?JU>Zd=L7-rfR7i-xSoodq_kwb3@D`7Q+)NpEpTOF!``kX2PN1RIo
zj|fTvZwQKlUON{Bed8AfPdnuYPxJDFfBXix<M$te^IihZo!QIL*Wy*^Rh2B^euF&W
zj|L6#b2VntN6T$j?k(bO7|C-{8_X2y^`-@zb|ghvw#FyfG{$DqYoiO<m64U4vhXIy
z;;?RhLFjftUg$xWoX{&S*<mjP*<q8;S>fOLS>e-8GXb7>AHwiibMj)Gx0ayK<;&2s
zx)tbl%W8DFSxxL@y~(@-)ix`3mf6b>6*;T+<$39LWCfbEq(_kIQ{t_w6VvGB@p<gx
z*fLH*biHFvR0lsRa!`;Sxz9B%@`7t>)H9dVsLz6wsPE1gr<ADa-vDp?{v+`mQgOX|
z!6GzXwFo_GT7+)2uSDnCRK$)p8_gZ7w_3iVioJeI8DFKd$U~<k&)>K{JItagBi5=k
zErnK?lEcbPD&b@$)bi5e+xf|HTU`=k$6VuM&$-6OJ#meX|0IZyn{tki`_9KW{R#;2
zK1Ac(oq;J{fZo+gqkH)5`%33>bgE;M=)pFFIXj!k%LeP1a@|!t<<>HH?fPP0qpE@s
zi_+X^tAgw#T24kLD<i##lagBPn2^%Sk4^4(iB8(>8kuw&^UyUic|s7GJmnmf^qoHw
z;E&fJ7U%A4Y4ouS-@9*|jjnghK^MB0qGR1kqGO%<vv;&vF70b#tleDiu&J@yRjazf
z$FQ_Ch*(e*Ny#oquuaQLXC~zo*vDm6I!0$U^TRWG1)=FXU4zq4x&~+5!;A}pGp3wF
z(!TRUX8;0m_D{gsJ9jR6ScS89^DK0!3!nY>FG2_V6-0LS>dqSIv{>BLPFvI5%u%Xo
z5NMXwdKnZ{1(;=3gp<?C;;4xwsf^g7T)W7EGKbLoMyH^>ZfF18VHe-rW0*Ub_X5A%
zDQExe?|h8YuRsVMKY1=1FPw$`u9ZNS+oaIhUMX~RU;!E%STC}DtF}~cpZTJ;ZtCi~
z4ts_2Hokg6vxi<*qn~MNT_`D`CdN9tDw!T$k<AV+FX8x?)j0}FJNaHE+nqg1jtD$T
z{>HCwF;jf6qG>0u!ry`Lxd_r{p?jsG=vo8rf6$5VA8e68`?gD?5nLCuWt)aX$Drwg
zhAq~sD*M>-h21>W>`phG)OMj!d}}Z<syUJp)|5yMY{+Ez))(1%)z)y`Yd1T()C@TZ
zY7X+9Ypy#v*SvOeuKvn%sr=#SQt>+wJqvxx5kogCMbU*8ahyGI{Q<s*FgiLH4eVM?
z=-R0&-aKL?UA2R<yl99imp$OHDRqmhW_+Kweq>LeX-IcCDWEgnO4yNZ>(O4oaBZt%
z^V`}uyw(A(L+b$tZtGRdD=xQXlIzd}T!+TrfdmQkpb()ebt3qCAc_ub!TEm&0S%1d
zI}rO;pq71`L~Hiy&nekMT9UJiCYv(KQHUEBs77q})DGU}Z|FA^X6ii<YvH~%l_J=Z
zN9FZb(zyMtO#8mAEO!4sHmm<Ko7MM%&FuZcX7&J^)%`o)(h<5@hW$e`0UhcQK|6==
z_`4A5z_l37N0*?QqY5G=M|7le4x2AbIY?a@d%$j8_&&Z;&|VKUTr{cexhF*5b$5(0
ze^-jR<IY@?{mu#sYqZ6hF}j6H8{JE_-Fb;>JNkl39sX=f-2t?jc$kOKr5c2e;rzXO
z3(mj8czoOop#k3qsW`g;6`hqMWS`X#Pd;NZFXpt>lCV=OnShhLbv`HDl-!RCRRqU^
zHF!s(bht;8_1Q;qj2K7CO=(A(&25hK6RnSoSy&yph<Q$=9QsTm9|TMC0U-a%pQQ+$
zYDQ=bJBT6dAUc1Z!5<burDr5i_SHEk{n{#&cuiR}>Y9O6$W_bvepl&By{>Rqxn6cz
z%fIX`?{Fzl$^KHLGV@ZB8tqcHCiPO8w$-I3UGk-VJ<CgD`lQPj^+=bV>seg<WI#Os
z!^r$R{KmODgbs8fv>n$$bm2OP2An@jPl=)|+?ONa?>Q*??g|ukS5YM3u8z3(UGv#)
zcd7H8@7gVKyvtv1f7ernb=Q9l{hx3->fHo+>${l><hvzGq`M89h<AIH&F}3}HoJdD
z+3emUWz&B?sF>WDQZv3Yt^O-Vum>8(4x$@7hz48-QF<Jq%!?u@?k`Cc_Iy4Hd@e)q
zd9Ebl{z6-v|H4Gd;RR(b`z2#O<0W^I?Ms)X)-S!6Q(gtFB)y7~A-+nMHGP%0#`txm
zoZ;)Xbp~$+*XzI8FR%CZvb^rwr}Db5K4B(*V-)W}FLn@(*g=#Y#eFEw;~Iz?1Qhr{
z0tqJ;BKL{a1m};6A`Txl#n_(=CFq|lq-;Lh%%*&1%_V(tlqP<0op1WZXQA<A&|-th
z=p}lSsmpY}7A)8LTC+mqTgOWEZ`)U?O&waLI(1n_W$GE`)o=9UJ!rxXq7*xbjI#*E
zU<crT7drs#L7aaqL|p7aSRjubgo>yY&iy1X7B>fygbCP48Ujm74;*IcfMAvuc+J*;
zz&W@EW3Do!&cppLq!podz5;YC*Z|uW%EP`z>){;c%5Svb`#5FzGmwcLMD$fW{yzvg
z<5~>vv;<;;G@`;XM20m4A}ER&gPMo|=!oiok*FpRv4@~w4?z>(1a{&|z>~lS^w>lA
zO3Fc)q%0&#$w00Yet^NOmDoG1fc{y_VHC6HH!ARFAPe8eiMfKuzk?7TkI#IMkPV0+
zOYA{Ru@f?c6$D*aOV9)bf-0zpYywRY1<(_b2V)UAAd0R5is)*v6<rBz(dEDsTMF)C
ziy%O3Aw-GKhct0%D8kf;&x1Bh=Wl?Kh6tEyiULUsdk9@IpcqR4#YzgS?B@d6Z6S~X
zmw|cQN-)h_4aOyFz^G0R4BOU$L61Bb49J82$Oh2gs{r~(@U+e;g5F=4CzyAbNkz~H
z#UGgO|3&GWK5YDz|IEQ$1CNif{^?^3C4fqn0xEkR*tjeLivKdOj9vxAbXhPfS_`Jt
z>%gQLFG1%9FxsL3MmrS2a5v_V5*VJw{IL-XA7S2X{9*WI<CNhKrLR~dO&Y=`jPmCh
z0AsukB<vroF*FVAgABy+qlu(|!I%eh{vx0XmxFbL43JaS04X0YeT6)jH*5g2%?e=F
zs|cn;N?^KkBbe;p1STgimpA<|xvxBB@=AHq<kP0lrav})GzH}e6Hpm90o8XVp!O?Z
zswRTl@QMHpI|vr`AojZAz%iEs4s9OTIW7XG*K(kR$^bQCEp}4tfn2%)ENc~k)T#s)
zT^qq->!u&XVdZJ!n96tJQI&7R^D1A6cT_(SU#NZ{epGo!oK}591hv=Zpz+EaG@lWF
z2P~9DfT}10ES$MHcpg0LgPcqy!O3PWINC1)j@xpu3tSD%7&)M&%TH4a6{l<}H-58j
z+%##mS@{d4PvsM3NcAImm)ZpRpxQY3jQV@>U+S;P&(vQ~Ce)siziU3W1g%Gwp#8uS
zbncKr_g8?dBm#7ty*W7V^05nX#rxrABnj^1x!}TD2z>tXACAJ+-#FoNU+j`Ld}QV*
zjWbF&y{FZxyt8dldt=+B{+hZ~<E728#tWN$n$K)bYCg5OrumTiMDw1_xb|(EDczga
zpm)O>^siZi!A0utfb|9uVB@UI!{^LD?_zl2{qWI~0HMVk@TM*J=I*fUlZ(gd5By-c
zw~nz2uej+OpW7FxJY`p^J!Um%JY;Uxe8A|_y2se2{SSSQ&TaZJ-M?v<^={A~>s_J0
z*S|=cGCW5E<1?63bTB!}_#L2O|G~v)-Yz)%dgHb5$NLe8_an%3*4F^*`QyHJOW%08
zta|S5C->MTQsDtVdDC59j_PfP5{;Xj8tv=$&AQj@y7aEFw;EhxjTl~F9WXk_I%|A}
z^^frh_8XI<tgmK=SlD3V3xE6AV7}Y#cYukrKM$XEdtm(WdW7K5M!34z*9b$&@o>wz
zuR`dHo&-9ryyxq^_Lf(O!gaSe<tr{}8W)}Owa+<~>z(1%8Ju!xH9EoVF*(W|GCj=M
zV}6ixoOpoq2XQawIdK=~Gij6qq+u?Qwqphzeh2JU6F`77rx0h~5S;xZ<wd4rl|?7w
zbi`l9nazF_Z8QH)ICuH=VE46`{QMQq`9!Lm@=Vk`=ANm0*tO8$prF!tpL2uh7=N?*
zZl`{WoxBmt5#B-a4#x}RA>Jd(0B?fQ@AQMx=L8ho<%rTb1Hi@J!42oV0Gzuc@LI&l
z5xyiTio8it7k!*!D0wG|GVfX}d)fI2!J1PcK8i;JLR1g>#cJ*KN!8o!m18vOQDVBo
zt%kVGwV5>F(oNnX7_#aUj9K?MpSI}|+_mWtyt8R{`EJwd0yfRAVBItW;E3126X(63
z=e;q@5hSf9jHj<BJj>i9ayLsy?2mMdxwvF^>4`YrnnRJE3VXu>RCfkPY7Yk_>JRy4
z7;hC8nDu#=Tl9F=lRG^&TeZ7yv1xVRY1`~}jMnJ(C#~N7HLcF$n{BNJ*j9T2waOE0
zeg*hAcl+SH7lzN8<CmhTv=!)0wk&#>FHiV0UtRP<w%MGM>9$J_CUa%?#JMSqMEj}^
zg@<Zy35_-A4N5WT49GEW_bVZ__|{MweOhely?bqIym!#6ybducysj|Hy`MA6d?x9o
zK0qrGf^G2(;On0R@WXjG66fxuMd(Y`67)QOIr^t~HM&x)DtfxWWcJ}4o5f@4_N#}J
z1sewAy;b^Rg0#9Kqx9Ru6HS^!Gl&hr1(vme6;@RNjns0#PFjiI5TnR<AG5&s0xRF|
zDJ#$aGb7I*=(zzv&j|q9uYfDwhX9;;WAHpu7odsU1?X|{LiA_(a&*2-S>#xW;jDcH
zltrUCY?;AyzI<Pbr%FdcfL3d4xPD`FoJnnDDzPd&*Rm|M)T%h7j#?1BnVuW8m6;v5
zhm{$4hMf`gh@BDqk(C|{3=DlHz#V7aV4OMQq|sEyJoK^vXYX>{bFgYDI$fnCa;RKi
zYIlj{!fgf2RsA`<^_>~+$}OqBn)OK`de!mK#^tfe<|WZtmIYD8*0~YYwprn=jP$U6
zR%+NTc5>(`yQHxDc8THRti<pi%*1eDVCcUBo_GyH=OIX(i{56>LAUX_^YzNv=tAvc
zbgWiEWN)>u<ZwA@!PXM`%B}*3b*(wBo9Z)tG^)~q^vY5qjf#>I%<>X4EVJVZtkPpE
zZBwF~8HrK7thlIAyV$7XcF|G)*u_M@XU9ZOGh?EGF%#g8*8u0<@5!^#-8>0&qf822
zuEE*AVIew%oz$*6ZHb|3;{4tU+ZF949Jz)<!N%%5FZHtQ0NujOaHHJxIJ3;uG*W7E
zo>fv}xouoRBO^M#n-v*9Y!@DP)GjRkZ_GP(Sp0WZSUfPp<AL!jAjE4BH5<K8lR&o$
z#L<-sNp!9r_daZ1fc7@8BMdibN^Ge&lkUKEQcab1YimmRN@c|!YJ~-UIyrfvh8a0A
zX31H}q=bwdtC;jsYGi6XJv6106`Zo29hiK`E+FLw<_$YAWr`J;0?eRfVEhXB%|;L_
zg&t&zpzFor=zKLk`)`s!2iv64uJ*Nr!8UdA?q-v@tqoR7>uOnR%By(_g%xh9Ib}la
z^x|NHq@pO(xPnBBsJu){cy5tRaCR*%AZs(zH*=8XlX-ycop}}W3jg{m(<c)c!VIAQ
z3Is}_sRS`}Cx?J8m*cbldU15P755+Ln2WY|tww#Fs$%V%jpj78k(X39GgcQhILPPJ
zxhkjEcxxtA1?t6CL>Nbw#hZtgrdtLU7g+liRoQwMw$VKbwldud_OV<GF0tGSUNGJA
zCmC+}KzGmk9S9XiFH;b@QGjdzt3=V!CQ-C^vnU$worSjatwf!Dn?##>^k-Fdkrowq
z&{pNNbJnG`3N|J-d#cAY`s;+(hZzRf#hUupq+0k?=aD@tE392BTWkdtTj>0XF@{sc
z1<W(LQ~4K~QyI|sWnlX&5J^DyGZ4C5g8Ls}2eH3R1dVj#^LKn7qjPX6Y93S+sTt6f
zEZIt&pW9Dep4Mx(CZU_J5Z&pn64v3X8Pp!4>)RG><kgyN>fW4VA!sTiJ2f_0IW+d!
z;3lqA`^Ixr`-Z1f`}$89u(7ZEozL;uKjdQnP>IlC>>zgH{5#N(^FPj?O(P3Y&FFeU
z>4>Iy?y%|HwC&bQ61K5qq6T^ELI+%x0=D?53j2dJJ^LbcU3(J^`8`=Cj@>2Z_FWAY
z?5-Y5X4g(Kqw5UjF`3@+kxbtVl$m&xir1hR`v;uA_u%|H)Qj`?&-{r!NX1@hRJ?Bu
zA!nbOXzE_0S@C1!1(CZM%Y%1uW&L&v)_ae7DY}mYs0fC`)p<MOwYfVo_1N2s4H?_(
zjcMDuO{v>P&1|-v#ym2$9-1(-9{6EyH2}n4xs{F3X}kveTX6ozd(eaH5SnoQtH2&4
z@8~R)d29trKDJRL_L!bT_)&|wfk$i?2@l&Z_c+8~?Q+ON&gr1v28RP-O7;ihl$ra}
z)oA;RG^zXRw5|4c>5})4=vwYSsYl-bP}g$rgdS;Z+Q4ED{Kh4`28VGS#t8N>eb~da
z;613swHSH0FJ|%?NfdK_5sJ95o)COqQ`GOgsifC=tGTY{SPS{*cuO75xvjK6D_qSw
z8?u&uHfBBbOxgykGX+ZIGqoE@XF8RMXNFbG&z`_MP&Pk3u3~oTyPD}qQ2&(^)z|^y
zJ=lWxpcQ+VD(nFAa0X94Es7$r2l4-N9uoew3VGgCCb-_z7v<k1NjTi3&9=MAna8{-
zSU~&Bd$G-5fy=D^idtd$SIR1joB6BFZdR``z1gwW`0pKZMt>j2+><l<>z$n8jj!ts
zu7muq?8SR9fcKz%5Z55!&p<w|1xd!W7!kNPs4wnM>h?$)2_DHH-XkRf=drd3>#?aA
z?J-5d<_S~E>WSlQ%O|dLEuILa&7X!WFnJoc$mnUt5`$+YOZA>LF4KM1zg+wI*b43E
z7glIJf3iaB>BkjXPrm=gHvB#4zz(7Yd!Pc`ljG<3;g@g?#GeGj$Nfni-Y!7)?_?13
zog%^Zy@rU@dqYvu2cnqy2ODwIah8PfxTB=OxT}=jgm9M5MCfd-kMVOgK4#5R`&cfm
z@~L&c^5=mCn?4^{u<`Syg-TzZE>!yT;WxVQ_plCs1`BX4N-}l;Kgaj}3)etk55jsc
ziD=&zAnU1>$Z~2uf%sjSU^1;OVmNIiqW6O+s{O+ndk6;h5L|J5F#vlAZwVy`#vUS0
zQXaCT)<K1o9JJ0_3j?#(z`j|saCX*e_~$no@Mo|HJBXAMc>Ifa{F?|l;_+=CBSe`J
zM?~yFOkgQ?5UY_cY#?ZX3PBCD2+E)@g2OKM5SG|OP_c(#VGrSmJ%k(f5dLDzAqsnl
zbg?B+BEA@!#PP$q#TUW|=D=^1;O{`{F+Bc-|Bml)5BrZN2$_FC$Os5{+&M@S79dsZ
zV>aP=D8hQQ9+U`cL6xu?&t(<p6IOsJVJVOZi}73*0$XGOIEmmxdy%;iA~G8iMP@;s
zC~lZ8DhaKk643J-prs`O`syP8aR4UTqF`bq1}0>2Fk(xBq3dkW510qKF$+LDV-aW-
zF9FS(WuV!-95gyH{VPCy`$|yXg*kvZxeC-TWA0;KVLoEMullY5E2lJI)i-sJ!L0rj
z(82z}NL2*Pumdp1K8C0-21JrLm@y^6)Oj`-`$~gh)I!itT?~2!OF_4CIp{R50G-V%
zLAw_-xC*pJG5cgd>lo$&<{!)pnQ5&FnQz)tGLzaM^F<q0f7SxoPg=0%S3nPsZ;JE(
zPY3X`HirDu2NA`=k|qfx-fSRxOM_Y1LNG~M0!BH@z_4ru7}Tu<{Z_mU-7=uJbv5Yi
z!0eF)y~CKZvfuS?%6`*(Ci_M2gX~AWZ?fZhum)GAtbMNsa_@9u-LHTl9-D~sKN;st
zYwSX7@qXBviUZX~60Es%fZ{P9EQ1z-Mch&_&%j$>gxyq?445>no;Kbr``x%tcFJgI
z%{QZ+Yrh&DSUYKSYVBvEKh};LJzo3H=>6K)#^2VyG=g<6j6nXm5o~z&Ulj1`{{YjU
z<759o#hIId=fTEa%Faj}SY%0Hu;&2HWj;{-7K2sfvhU=SmESD$WF|>vt3O-Rt@%W3
zT{}VSk{dVQD)+&Bc-?#Rz3bkZA7A&z{PMb&<`36BCB9qt$o#AP12a&#X9h}l&0yo5
z8Nh9s31A~f00yoxx5qBR5ql|~9<GfcN&uHO`-dHG{x_EQ;?MNZ<rB8?tKQpWu6}D>
zwC1%{mE0>z<GL5*&Fi0&`{bXJx5+=T+`Zwk<&g~!$rm=<Bj4X}oBT%MPs_=Te^`R@
zRZCF0OahflBvAboAmj0AID6aSvu>w#1pFu_5pc!(;bJ23-PwB9XP&+E2M4#sZ|nn>
zzhFnLddf_ZeN4}ldq^u=ci*;F{w}p;!yTJ0#alK5N;j=XH{P&5u<;M;Gn=kj-%-A3
z^IG|=^%vFC)}VgE8Z?e$j$w}e0$Ag`&%(K%hjGPg;fd=)ywya%dmD&<^dw2Wbz{tX
zF5oYE#P?Z#&oNBqHYa}VO}mWs*V%;|t}-i>E;H&kUSzZ>pQrb#oTUw^o~G?lJ4HLD
zeu8#Y<0$=^#zERgt^G969>eURgU;?502<Ew9GrUvIQx6yweVX<_z|#4<YR!g=xcvd
zi6=tpoO@ml3;uR@Uw+LcaP=jAl-zk<@`f`G*-9rl#mdL+t5lELHL4$GcW4}B_iOEE
z4QuaZ9njgsI;Xpf^+0!o^+9htds=^p4f=zaff)cM&i;-#b9&%9bH5b`f@KMlp&JNq
z!c;|`gzAg^6HJ!6?$2IuQ7Bk`##1PJ!Yy?DQI|NygU)H2_B-XOj`2!0c01N+?R03-
z8R2&8?%)jR4{`Pw4028yZspuE?Bl#K>fwGf>f(Y?C#J&z41WdK*gH7myz7Ire-NHW
z_)0V$wH7^%Q6&5mqb2f3BvI;oD1H9PK;H5rex9=XeFE3-@r+d3>7J-E?3$sz&80wV
z(79Y^E5BZ^&#B#@$En|_i#KZA!8>Bo&bwyX%6nnj>@;cG<OHUTd@yPFFUI)we*g!s
zfh*2?Kl6X+Li8<q33?U30^Ltsi>@cCiJXr!l{^tel|B^CT{af%DmxnByMDWGsM4TM
ztjZRz6pdbw9PKXmV!aNxYJ)b{W}_CDZj(mAcC&iHe)BrP1!9fh39-uMlX;~Jm{+)h
z8OF5y7r+sF2M?V00`WW|rO~JO1?Xuq?su2E0$oZ~7CD)0BylL-N_tO>-O}L*=hZ`@
z-s}5=0+o6KB2_#55;WR`89L40`T7lB<%V^h4JOqd9cGp81H^LoF^f|7Go)ho2c#m8
z35!AxAQpOpdBJ}%!>|7XoN(^;#%H}DbJ1kXT=W9heBVu*i>_rZMQ1XV2uITOCB{-L
z=Zz#Vmk!4AWcs2!)^~>cDYb=!sWu12YSss&=+yY<=vVrd7?lZYO-p>*%nQByE%Lp0
zS>}45w9N6oOV0NBV43AJP0A921%~)5;EdnDa1Mg7+301w6uO-%g|27e?4Pp;9nalB
z*q^N{KAK@McPNFvq&Lw)rX$XET}!l3u^}>8r6xQ|qcSv6rz|*Azc{GSs34%qG}phG
znB~_?%J3T@r}-VFr273$N%4P2PVxUvN(lgq{|gbn{ts}$Yv4Z%eTkGrcay}?^$baL
zDHmt|e4PCY))RK;Yl&^oF`v_)X}h>Hm9wfPNg!7r@1<BB8=z7i9j;Lv8Lv|io~EB0
zmS>C`UYex`Hxg5VyDSrfc90W-4pZWSu3N<gzahs3Pg%wV11T;9|I70WxC|D579`Q@
z7*TX9MGRfZmOy6<B+>Dr`DkCU9ATtLLu{bHbar>H&7#&!yOj-T{I%679tvfNe#%Ah
zq3U_DG1^%%Df;PAIYudwrDll{brx~q9hNa++bB_C2dyH)u3ANezoJBhe<MeR0|{dh
z8S(!E9#Z)41Tpj=4x#JmqUd}czV}}&few|<L%Yh?plxMpqP-=?v)T)-7B=RwR#a#6
z)|6$qZ756=ZpuvwR?AF^(oRiC)JuxbGK!BYHjR$0B}T@yTZTmsQbMBlTLnj7!n~ja
zM^BQ2qroyH8b}z6{}=EQN8iE-=$}M<?w*D3{TGU%BV}S}Z{=JxTqT3HRH=w|Rv1b(
zmy+k#6fu^U6*$Ni=DNt|WP5MS$P84&k2cpzNQ>8tO-VP5OfE1DOR6FUC$^FT61I~4
z62>UL2^Xw<6Q1GMFZlOhi6LPu{$D^Sirz-z+>7)7`CJinyhIf3$8`v!*ar>b`k<b=
zjUufz`jT~3B<YHB+R~y@&gz_E!TR(<Po?C1f7SThFwN-fSl#ffRD+PrJd?om3Uj}-
zW|B`@KiMmFH^npcEX5=B3E4CCv!!P$ki1gC;#a^Qp+_+YT}#KgvjCs{my4j?wFI;c
z*JJcHEk*53iXsh-Iue!j#JR<_)FrvqcB|4W`Ep6+9tv@#zRFR>A?jg8(b_=;$@+fz
zIYvHtWu~6FjYPMcUXn}BPD??~X|f>ak)<H}BgrKjEdDP<{Q5s22%)<P2wlY4_ZW5%
zdvW&L(SWmOs|ecMz6dq8%M+^cowbry(>b}#){D{`Su2w2d23?p+~gx_d^Uzu1*ry9
zMr!(2B<gyVWf{1amKY04>dp8i-9%pTh=oJ(Nz4O_|HIZ>KvlJ^@Bi=G0c@HLY`VL<
zK^mmHyGy!3LOKKyK@?FyQA98?u)Eu%=N^xJ?Cy^Fe>wM@`$hl1amQz@<-K?CtQl+X
z^*rmHa|gG*wGV0gVIR^;X8p>`T!7zk98NUj{s-v4x1#<!^nXL>zm|>&!=lxS)cg^B
zdgCf9R?SLhq4FVbPSIeHOz!eX#ms>OwbcG}t)!*7dT~oi4Ws&MO~V(rS%mcVS_Ss5
zwDIrRWarm&7`bKZx9E+nU-x%}*!nH}nR_@6=jZ*m52i4KSdaRv(1R~Q|JAil0NTf8
zpmAKAR=v)gt8C1XzhJEgJ9{)hGGk4+Z1PB)Qv9k^wV0LJS`ov=x}n3>20=qD#(sl~
z%zOriEWB21wDeqY(9&bY4NH&ZuPi+VzFB%KBUZn1t>V9Zu%{c}|M%nj_aXHE=)o7F
z2X5ZX1M{|UVD6+kRkFo|k-x=`m9^PjFm;okXyV3D$=D4svXSeP6~iX7RDvf8)&0lk
zYWb{d()C=|Z7_Rm(9mscy|L@qeq)z)e;T{2eQE4G`qjjF4KZ<EO-yHU0sG)!C$0g(
zF&M)PV8v?m->Bb$9(3+btU=f%0tLI3AZNEeEq%8&SMn}r-nd=ff>Aqz*kMzVoZzVh
zsem0Bvc5a=6}+}rD9_&Bpys;0OT&5FaxKSg6WR{j_i5X2|3lk;>kI8!lV5c0wh%qL
z%|CM->v4AW0!%DN|BV^IV$5OMP`_ph-@)&vL*@~FNINPGNk=uQxT9wDsH67Gu%okC
z!AJc0{f~qT`5cL3dmc^|pM5w-!u4>OwA0}_S%<@&^0N*PDA*nzSF}02N6Gr|6(yTP
zFO;kfd{(yHPgH+pdLC}VT9gr-gG(?2n7<io5O!h>1m+-_$8aA8+^03-JR8C;C_%^t
zeJbFB70vg8GsEkGH<!nSARf01QGCu9k^~$tWC_i>P%L75u~yXj;(Rg7i~St)i(?XI
z7k5jTUb-Y<cHtSv^!!IjlXFD+S0<O@9Kbo)k2z2$>d%|j$9*v~u@)irEFFR`^MLma
z0r0#b3A1migWFAG%H@_V&FPja-Tsyj!|rwn)8=*zm(}f59*f(#EVDZmye4;=_>J!L
z2pImgN>Kl=NkRR)#|8E7-WAll{YFst)>k3jTi=CevUYk7j^gjJVg^u;{a<nr^|2Ns
z7Jr{42<t&Su5*FwV<B*QECmivRKf0vK3G3Br!1e%qRgMU(M+EE(2bsl&<$S1F!Wxe
zFm+z!F|}S+a%sM7<yL>y$F25ilt=aT6pza5Gd#*~?(-<Wdds8y^8HV&n7#*aPml)G
zFa1Y9<^n(f<{)l20PLSI!S;h7SbdNH^N)&P@=+6vJ{f}kXLCyDvmK@N#f8%N;z?8c
z8c0+58c9?9mPD8TmP42QUP+hv(aMnev4ny37nn!vU~tF@<Ti5eCl+B2)`&S+*>wM7
z`(rKv_+Q2R19J##%t6dP(!m&OG4u%=bci%)5+%$aG(d&ufg&*hEQr7y!k&^Mu9O7v
z!5kt4bBH)fgk)k4QAQIa&B$WRBStWf*o5pu4*f*)c3cO8^Dk?<|9?aMYXHu-0W2{G
zF?a>23!p)GKo#>CB_fKNQXoU*L6WF|IMD=AycQ8+48p_`1c^QH6E}*N_)**>f?|*q
ziXsIRka@@g1cP8Qij4gP(KVomp)N&?F#|9$q!A-?Ix%#l69XRx(Tn6FI;q@5tB{9i
zR`U{#7Cxe}ke_HQ6(H(^$ZA2NK8|b_BI;Af0puj|ALIe@O6Z6BXQ8heMCkK0>O=%9
zL#AQRgy^Hbi55l7Fat2h9K_s|M$GK##Ken1jKjEyVKO(-&tnnYN?xMd$WL@S1&GdK
zL884}h-j}u#)OIXMq#409oZ{Fw2mXciTu#IEAmzQrN}4kPr@H`i10gY!bU{jY7?=y
zT0cXKP~TjgB36hs<_|W;h#j3+&1MpdU@l@7&rM9`u!wOfKQXKmAcpON#9)ySG3Xa2
z`a>c_e+@FhCi;`?ANsr4-}R5Mzv`bC{iJ_~{a*h$`?bMG_DcgI`a++GKi4OmXZl3q
zSBUAfKKg$<WESQRj?=X%R+tI7GKif&7qN-vAy(<U#G+7um{$uDvu5G%rVB*AnJ#93
zF<CD9*<_XICzCO;k0zVMKA7wfduMV$?5)Weu~#NH#h#ly6?<&@LHwZ!k$7N2B<~p$
zse2|w`mXWM5X)(O^#6_u6mgx-B5+=~<D77Fz)Z-Si#Ue!5c_1lud{LmKiifIf3T?+
zd1u`&`qpZZ*lVk$Vy`TR#9vsh;XJoo&v|CKmGi`MFXyr4NzOydYn;1QPdK+N-%H-G
zB+}O`i0oAhB8Mx6<bJmx@-rbe)B2b{xT62|!gC)@%mQ#cd~9*Olsng#*+D!X+~WA&
zxMT{xbSe^g=2$KI#GzU2k$tE5gIS9?_h$`A+_hUJ`Ip@~$=h~YByZX6mbzhgOzN85
zAJV_uJ(j*?_g?Ot-4BH`wnXu?Em1o8|A5#}>!bJfLi{m{2vVg;FwV^&3;M?ZC+2Hk
zAD(C4k$jIlQ-to%&K3E~y<F^;YaQo?OPj=>&I_gfa9S#T#c5FHH^()y7acdqop;<J
zf6nos{29j!3MZZJD;#xtt8~cmhsps*qPh>k-E7o;g*ajM;emDT{^+?wrGP|WUqotB
zA0v%vFT?E^k3u}S?*@hN-VBHryy~0DzU*DZx!^Td@|;J5%$eEqWly;;l0V_zuW-z5
zSm}t{nDQal%_;|7_o(c5J*m3a?Uve3x0mYM-M(sUbt9US$QEStFAz6zAU^1OL(uz2
zae&0iz~^`s>Seqx^&r-qek<CA`A395@5Qhvp)<iLVkZJ~B#-)+${hBqkvrhqq_EGY
zQ)!QPugWg30o5tb5%uk!6B=7Rw`)#%9M;<G@w?Ur&nMdBo}YBaJc-U)FQPO0|A2U)
zwm*8#=?o$c&yzUtCPfY&rl`TqWFzWwqCN9$ych5Bm{6fZk@4dD!ZW0Hhvv&p1(z#q
z51OYu8Q7w_*}qGDqko^~dcQ%fao@E%W4>E-M}7C{t?@mlzsmQ4{;=PB{XsvXzXDl4
zjsMT!Hq=0Z(fh~XbtDPF=QI&`njsFiGG*bnOkL`9x((xKiaTq6VxZ8j_-OI%F)318
zqO#>SMieVegwIu37h11A8q%)0I(U)xs-R`M!$GU`2Lsm|EDzjixGeCb(bB-bjQWD!
z7~!vO8TAGeqn=<)n|}e9f&vLg-yP2fUsL(vRh9tU%NB&+b2xA&SCcxDZNb=^<-*#L
z?kBV*C0u+%VuJL#_zd~c*gU0?m@>8Ds2YvI$Y$+<h)&)9@IL(|VMB(!q3etng>Exh
z7<$ySEA)nGXV@##j<D}0^TWwB#)#2ONC5ioC>Hhs4?NA}h8sCN@JBxG_g5ea#|qV`
zeFdiU9eIvCo3p(ICo)6CM$=-YR;8rK4<%(Q4<r<+^~YCg_Qlrg^u)C5bw@8UTo5&2
z+!49Pv^{c*S!?7$^XACk&6}d0n>R*%HEWC}rVY`=<X3PDEF1?ec%RCETiJBDQoscl
zidk^7L<A0$D#KKX5q)#fEbj4q55YA#fnvjRqNJ8*B+4yK%T!*Rny<DfxlFSwsYa(G
zp;^BzzRR#BZmCIQ+$yvB*p24%V)t3r#$L3niF;yE9rwk&I-ZyzroTc$(09i(;86y^
zpLw|7UNI9+m7({q5Q5#63NTq=K$|GD<z7?lCNNy+FFKGHF4>n8FSjTwO{pt0N3A2h
zShFo{u1<4mgMLGDhta&G#ilh$!{&1n*IQI1?zSpVJZDvw^vJR->61lSGBHQYeuacF
zF$<#L&K&gqh4`C;`2PK9B@^~l3BdMhIoMdOOIthFifg#sg@2&bm)%zsD%o8SBiosm
ztk{;5rP@5FK(isMLT6rPoqlyjn^9$Yk7-%jpm|B^I?JNeomPdZr>zT8A6ONneY7k{
zBNhee#2hi335lS=hZMkhfPSllg5#BRI8cM$zZSiJoiwbg)26MewO}r<a^mZ&^b+YV
z3zq08iIQn8N>pqt$WWb^pQllsTdGr;Q=?y&-C|TSr`xnJYrs4&bFF1g<__!Z%#+r0
zGVfVuXT7(~&LS3w`LB>DfT!raujb>L`*K|KUXAbF>*%nxfd%UuC1FjYCN<b###~zG
zz`Ll%L%5?VkkeWjA=6MEuTWc>rZTrUN29!`Si7XKO24q6$tW+s%QQQ0nR!<3sAWd(
zHtY1<<JM`pe<ANI({qUhV*V>67T_Lw@88gOo<Q%rA0NARG*Ym!nH$!&io<ZL8nvv&
zgwfM9i`CiSF4Q{DU%a6vOuD8zR=#p>igH=S9QC5|LhbyrO1+%Y2E(k9PLuTFrRJ$c
zt1XiYC#@0-k60%b-bUV9CKVD3#QaxC0>JHT9EVb@J*dI=-i-j0t?0em>9A_PC=7I{
zP>bgq(!1JidD>cC1sj@uMQa*EBrEHq<x1<4lnQGz)pBd{wdPcn>t@WYGf1s$H%_YP
zGm9@@Wf5Dx*)pd5kX3Z~4Xc>)*OoD5KP+O)h&f_5llRF0*YmLc0=@46%pkU-{)P_p
zT?_Et^Fm?h>sEw?3-#%3T~^!;ozDC<9p3DU_8^Jk)<~KBmITF|rgW9e#$1iGhEkoR
z`WpTCx>lo@c|9gkwZrBSH5)C$Y7SV2)%=OaR~F&b-_66TiP^6_PRIKJ$KhBt_5o%P
zTTp*3`o9%D=sgz;!oogTXz$aZH7>Sb*7P{?mM`)UF6s^t&+7`8nzJBIF1<5VDP?}P
zT0(n~W^7xPZd7ZtL3m5IQAqQkNl^28v%uzkW&zE=n*}tzFbiz_Y8u!`rZJhxUA!mH
z;aog8-3M3$FoF6j(F6A_MentY589SXLc?+ms(QebQNC;zPhr2iK<-jMcIJ{$iPXLr
znWWw%`M91;<>*BPY7yO)njs4tbpjW5>HBvrH}vfqH}dY<W9;4ao3ZzT=f>WhUyQvw
zh>`dFpSh0r!-?rWXu<pe_19nyGJrWm*C6H(xISp!DlwQlqC%C97}5(?*>GjAbm2=M
z_7+MW3KoqYjFgC3ksuSXJY7C?d7e_xK)I^_vU&}l{!T5={$;we`^WU$m+sPY>%XAq
zw&bavTi<7Wx5ecD$3>ir2OF>tFoRf!?H@u9-i!KeBl!Mz4E-Ojkt!UQhujHWDs$X|
zkuvVcov_Y>FJ>%2C~_=ZG;D1gCulTP%6~LR)@MzLg6HaaO0!qbS9M*zRNZ-Gt%lRc
zl&0gzISt2EPc$4>e$sRpCRz?dKXVfMU>A<TMjZcD*#0Hxfjck<slyzg7=7>@T%VM&
zRT5IRYETJVO=z)O?HG|;-MB+1eR+c>Lj?RMqlJC8B#C-%$>O+gE|PTJTrKUisZGvd
zQ=j~-O=}cwH|;>qDB5m(q-e9@qmuP{qHH}uRAzFZ3GYSBfktus2eAEJ=z$wBhbi9-
zkc~bxVGk2x_Oc;zpCW|s)1!j-S<(XbIWc_qd2)I03*_<G7s2bcFP`6JU%H^<-h2`J
zy>mrv_qK>z@9pJS?j4b^*t<>AeD5hqi#-n|%yxf}GTTL@O?MKRnM~n5xDIomLDXM_
z`pu|cIf?J!cVZ31K3s=zgaQ61_`&Cd1bClR1J6@N;C{-6ay{ijb3WxwcRUr$m~|?e
z%l1?<xAo~9mgVU(Uh~t9{HCY71&mLx6f`=$Mab~XaUsLg_XQ13z8BIz@m)m!IAPCZ
zLmy^9D{u~A|F^Ek3~DRZfb0fH#vCBx7}h|Xri1GR9+-7S5bUl<gYEC?VDld%u=>LW
zEU&s!=2v|vv#X&rlRsl=Mt`Q$4X+h4^sm)0b+2_WwXZMd(z?E$OY_D-<R+KKwU^xL
zS3mQp|M7!0lM&3JmY{w+>Q|$F{vLpo!>E4}*I}GR5B?hk)>pZ}?4AIa+~a`JJw-6Q
zuMPSSOhE5}E$BRS0quw0l;)#gO5;%srS>?Drt-Luru<|cP4US>y28_8y4=$(blGRe
zkvnvmC$H%;k3auJKhFOS?Ef09g(=vJ`bSa!G=MkeAdXis1GtVEz#SUsy%qqS*P@{L
z25TVRsDkQS9Z-H}3`*~;K;gY3$i4RfnGXRV^)Zr?_?SY8e=4BFKF^~>KX+5?FDq#x
zUnXh7UymU-kjFo<U>q|jY=0r@r()knVB5Vghj6%x`NvHF-MawluK`ql@M8WT3<_9_
zA&a#bQdo;2f%$_t(Z>wJ4A{gLGYDtQAiP0<gaQ`I1B>JW52?W{qKm>G2**5P1G0yr
zljA>8kNU-^pN9I8m_d1A+wHOKCU*d|?gJ=21Caj?AWfL4$&Z@Cs3(ScQm7}7dMc==
ziCX%ACLQR+4uH5J0Z0szg;XN=0YLEPBRKE`JAMX41M>%MZHnk1+WHhx$NWLfo<>x>
z=tL=;P85?FL_Uu}<SLOyCXwqz79#^(L~bP)kzI>y;3l$Lk=@8)<QzAVyM;XE{wDXH
z`?K5+u8;DB`=cD;`5;GFze2Q7TUUc3`iS22xiMak9gS#t(1}I}ov0-+h)OntD3>vb
zavhT>wQ~`rMMyt4Q5r&4BjY?oX)`i~97Im@d{es4^I7RJ&j+P<Ja3i1bH7n0tk=qf
z_q7t?d-V%M7xM>0^tndp`;GA27_%WGYZ@_dqZ7SAI?;(`5UmU*(JW>XjT$b@gSd%$
z7qXa#s4wUFp}vasU44x8O?@NltNM1<7xjItPwFRFAJnh1-l#ufz0`Qidam)E_o+JJ
zd!kMR9wU#`iQr6#0cx9|&o#sR!2-`MacnFtFcWg35mR3}F^*&q!xSdwL0mudD!ISu
zHSm1VozMEDyNLBscPZ}&ogv<LI%{~}>P+yx(V66Xt+Si&rOq+F7rK}Ep6EW{d!YM<
z@1E{AfxmQ#&>dYOd>gr?OGIWuOs2K*eZMv457SwQJ?0PgI39MhFcZS@unJ*(wMgLl
zXf}uYy=e*08<QH=E8}L~m&ObDo*OUbduBAi|HNn||6`*u{zpce1Rfae6u576Sm3Vl
zMS)w!_xZ0IzZUw#=$ptDBf`F9L_{wd5wQ!u@VCAV*81C{=XRFGDUIXehI7-!iuTRP
zh5o_bpYhr*n(Mi38ut^MeAXlD3f}ux^?Y|N+xh>p>=w9fu~gue#h~B~i#3AREY=HM
zHQz4$AM=C4SIo}|U$nR@a@OLt=qZb@;wLN!=a>bNIBG#8kNg6e)_1`C!4>hq+5>Mz
zM2q_3WkS7~J&X3t&6DxaC6w!~b0W_z$2q*$9g6v{+E)u)nbjopn_Y+SMY|r6^R~;_
zXKh!Cp0OPhJ7u$3?1as3@#8ipI7e--a}L@*m)K|fS!%Z}k=|uXWOgD`zd&YT_Thrw
z+Y>VgKRgeRfv<ro@H#+`dhBOO{pI6IzwQ;l{M{p(=c0Qm-#NED!PBl~!Y5p6*~grl
z#f~_2iXV3B<s5Vzkl61yBDvRLLTZo0cIjOXhoq+*F3D_jd?d5Q@q^qZM<TxgS&vNo
z0&zlZcl7?#{yPZIL&f23m@GUBRfF3hM$~_T>}lr%y_u){!&t|B69f)>X9^$iEMV{T
zs1V;hyN<Kdy;X9DdzaKUw?3Ikw?Wy>uA_3BTsO;aaNVOY;d(}4o$Fo2QMb2BtKEpw
zDmS9M5|6(^Tv6K#eQyx@?=S)Q94QP>qr~7=q%2&H)PXaRHnd~mvzZ4&gIIflqXl*b
zrig6w&la2XE0);gJ6CFhPlNP?cf0I5uWtFZp8X1IJXa}=cuXj-@|aQ?_Bf_G=y_9h
zx#ug@WuD*FmU<D@X_ou~nT^_h=zBwX;5}vlk7Ie^UaSCIi4%v@@fvU>&YZR{)|ojK
z<;&U{5iYnXEP*`{k|Dk>I8Smks7!iwV2$j`fF}7N|4zjfev6d{d<Rwfeb=fj@tsuf
z^F5@|>-)RLBHw2k3;n)obomjDE`OrF;1`G|W)DG3_!P;2zvA${dm<NHPQv~Eu{PyM
ziVEyWF{W)#a$s&w@M2BG1`Do@j$yBkO5qGg%#j=nFO(Swt&r~zsZ(4M+@{<c+^xDO
zXqo!Lz||TH0yk-O1n$$GA9z8#E$Fd!YtUz{mSCdQ985HSg?OXy4yE8Re!W~zqQS*9
zCY(v<hGXf%us2f?wr3bno6>C=>o5;mofIH2oDj)g9+$xBkIj(ki_VknjVhJzj;vPd
zifB^l2=7#D59`xt4I9>K3SF<$7`jWhKJ<)kUDyNNd0`)QYQu^4KWO3ce_**Ie2)P5
zD<13J(fgjsq{Fc}OgMmh5$wp8gH1WQ)VeuVjMbSgJVWWe0?SgvMEa6r#d{J{q!z}{
zk?o8tly8r%RBDZ>Q*DZFS8s^w(VQ2xLc1n%oo-d+4!yaNC-o~L@9I}Xz1ORVCc5R(
zL<f)BGnxL1eS_ZnCVIZ}=zWjp(BMEG?)jg`4_or3VLV@pTAgP>AIx#$?w{kuzc@2k
zq&q!YyfZaPvOOh3rX?v)zA>>(sV<>LwKl#*y((^@R%P6PPFd`zUP<gW{o>eT21T)V
z42t63>KDZk-J*D+^D86>;884kf9!+P+35YT{(d)RA=_{-g7w7`Fj}lZ4HucxmlfD^
z_vU%<EzAiNo<Ao-tTi)UvN0n~rY=24z9zL;sVb#PwIaDuy)=1&R&i3lPC?>oy}ZOp
zgWSX;204j04RVs+=;tK;(9208x`@t9NC?1v9EaaB&~Ksl-Cu+?@1?l!e<^zZGI3a0
zt_lNX#<ayHc3caK-1+7g_zAV-g^4!g#!A#?Crek&$&#zcDpV}ZtWYV+s8=sY@6gIk
z>(k9nTcw|sy4fHj^`K!!>NUfRv{wchY2WoS(ui(m8qt}_k8prHNjMI3(EAsn=PN_M
zfgXIkf&n9yY*;Z@8J5g7pmkT+Fz1)K@-~<H2-X*euxkpVIh6&8(q(xWa>coMiUm1k
zD!JM7)U)TbYh}(^tdpKKte={-(I7c<zhP3=AIM9C<g9Oc$yr1%C5!0J<Q>k18>u)B
zx#;~%un+LDYhyL~&T0w<YlLBGtpY5n)uVOPSTS3woLTjiUINt>LF|gMNKQ#<f>dE~
znrvQCjzV@}iE?H^je2^1t7b}Gk4|FVkY0T5dV{#!y#}$lmyzdq{#7q7m*~d-!c&|J
zf8aPAFTi#G<=6)`*avm!Igq8ePf1UM9CSA5P%ZW5jQTnUp6Xf;{_>gt;o_=rv4XjA
zk~x(rGFcUK<kQQGlvB#8)DlaZHR4OUwPT7`=tdQf>qi#tHi#&`Xb@5KOh2ONi(X_A
z(M5D-@&I#~i_>!v`(S4k_5o%9YnssaAw4bp(Ag>lt*x3=eXA+Gx_K6Nd6PR|QKO$w
zUPGv8c3q4_#=Ioy)Y?qBq?!W7`05Ikn5qW#$hix&!Yc=KLMz8~gDZFH1y!EY3$A#A
zeAW#vCpsbJM0+N8Qt&e&ALk;@fvwo~am+!6+t7F6V{k_Y3z|DQP`5yps#;(~E9<mj
z7IwI>a_4&sWVHp0q_swhC$}U>CN!tZ#5U#0M>Uoyg*VixhBS1j2iEs%`PYqV`_=8x
z@vS?9Jks%<_etBYmQ15HlWWtT3B~BWaSS%0{+jvN2k1c;EX4H(i<nT`!-mRUB`EFH
zqY8R08QDEf+!>2J`BJ(A1QQpAvtzsB#G@9ZN``l4%Y<~6$Om@RD*4TCSMh0IqUP1U
zTEnA#o968HQ<}5e9%^{Be$@16AsQadKXVc1;z68;+c1L|NByBL?1LWkp6ElXF$*YN
zCJ2SNcTnzfEh=lkjFviJ&rDqA&J)+~#~0lnDippnnjNwvNjzvtmV|#_p|sE9Dml;I
zRt5LoUM1Jw5fzu7Nfqaw6UcoP=kE8a&I^gEbJx$D!amqN5BmW7egxaz--~^KR-}G8
z?g4=H2sx|xAag_lQdg@%(rP0rZp4NjHR8eyAMxS|Srx<=xGGY>Z)Jk8&&qUB&*6M=
z_n}Hjm!T$Ur@=+C4udP@W({tUw;Mc$+?BIi{!ZR*fGF55`x`|({>>rGB)4G>G=}Y8
zfjQ8kW$6Dg2dG3Jnu|3tNfQi+TQ369>lGk!gARmkFsFhyIM4&u&u03r_v7|jAI9=n
zAIs-9kt*Oakt5_dQ6^$P-XLl_zEIqHe28N;zDdGz{IG=Ox;qjUV{aubMt?||uOZSi
z*@a`U0mpwO>i403`!M?7HRwOb(f@5k|A$^MXgfay?2rJz9jf3nWeA>A*3|4NXPVoT
z7u{tlkl{EL$z?y4$Za>3#j>6%=Cj-}kKcSpr=aPM<w7Pq)(aW$I4ESa<ED_&_BX<Y
zTfd1IP7*dE`Y&5BhgyyO-;es8*!OkV_Tu#b8JL5_Vh$6u8`mKmV1n}@VQ@Mm0}h8Z
z!2Yl?%sOHVwntnj>mxpt<&hAY`H>j9*^yL+$<aK9(b2hF21nbt^p5s(>l|IjqkVKA
z@+Xh>kykughrY5j4-#I4?_buU{&Lh`i24nfft6v~v$g@mp?2_oT!(>Kg#8Hyn4e{V
z$vF`)J}(PK=QY6af)N;8um=5$&Y*YE8+0y(fcB+0O7pi2O5?W@O6|7>n(E~qn)2l}
zG^Hy$kxMki-=5MGFMXgZTqKN{45EGy>NlhQ-x(CvV#M!5ebn|ij_WW^V+Mfxr0QMa
z0<~*=pn8)HDmP_8`IZ_e-PQ-i+ZLd3#{uN;c!JztK_GiK7G&;bg7m#Iki6GIN!;(J
zI1eT$@dpPev4=M((fcnc(Ys%MVlnEsqJHIOya#q-26h1Tj{(d+1z>j`GXTsYw66jv
z-=u;3Q(lmLCJZvqB|z%A0!X}22k{qrAokJ>L|@r~$SXGxe(euJ_&_4~CIbZCmI42}
zHsE_d0KD%v0PDjc<SOvIfBqBgs9&`O?}1&o4&@N8gE@)ge-6Or5`fVkSbuQ?u$=%>
zj{rEIxIpZS0I<KZLHL^l2!4|Tf$u87|6L1se;8s0VTl=pBW4iZm@nWLGD$^BkyZpd
zoZv(!ILHJA2sZE^YEVBP^^>sgL$TjyU&I=e-!cC|Z8g-E#T-QJF@VTN03lo(BS2V~
zc?h7MFzSh+o+SP)c|--#MvM_##2pDnk`R0-AdLuq@DaS}35w2uC}aJD3T6)~=yer!
zC?ab_5otS$NP19&6G|gui8LabLnG`mqz-9Ex{;;G3S<NsLpCDYk-f-q<TC9$`#$Xp
z`!($&`wQ*8D51R*CG`InL>2Yb(dSMxeXfl8gQ7J><lXRkf@nlKjz%OiX+)wJsX<zh
z1;}D#02xL`k@d(V{fESE`ge(=^e++@=^rKT(cVeCq`j8>LVGDm=r1G*W18oZggFzU
zftiDrBK(b}3Lf<+qG3T1HD~M_KN?Yrq7j8u8j;IKD(OV70hv$#A-9PBO?D~$tLz~C
zi|h#fv+O$hN7>Ev53)Py@8u5B-^!h%zmmH{e<t^W{#gDq<B>dJK9DC|_x}qw9{&f?
zQ2?Tco?lM}h(2D6ffizlnUFo^Q(iQp8Ac=OiL~!(+4L`}rSwlKwe$}vE%f&)3+QiE
zdKqt2mN8zd3^QJ;tYy4V*}!<NvYqi%Wk2JI${EH(mD`NFs?Qm>RX=mxR3+TkRSC~E
zRl@r77l=M;8=?O<#{9tyuf<#q!SOJ~@i20uz8VD5KI+BL-s+~)U+EOkUuah{o@qBQ
zo@lo-9%*+oA8IXOKG0ghyr;FAc~@(Kc}Ht2^S1V0=1uKW%xl^=nZIj4=f0%<iFICw
z@SfEsd}p)?|LI>K#;9+G@B1wg8_XZ<urF-2;fIYG_0h_adTs7QduAF=dt{PCzi*t)
zxNBU(xNTI!ylK?Tyl&XZ^`~Jk*B^$<xPLcT$$i;ijOUWUW}XWMyIAK9kFm}g{=qtF
z^n~}A(MSHnMnv$S5fM6o?Ef#qc>Eh;j@gG5*4)p+48jrf2WM#@PAc%;Q6HYqvZfx|
zxlwm)gJ?IbW9e6|(ixX6^SLfsR&bxUn8$P0qJ?$Zd;#w%^ToU;%$M^WGaKPQYBs@t
z*le4?L9+t_2h7h4?lpfPxYPWd@D6h#vdx^Zx0(~t$zLE=sBMSu{hcv`aL4o6V({Kw
z7M{AP!(A6+xbEUeU3T`Nop%gpoOVd$I$@v1b97b_>#$uV-$A>2{{6OX0()({1b5r^
z3GK2O6rQpf72a;MNo1SNZuX?jN%m%&+oBt6UyF^~eiz4IdE%`7hfzHK3$a6OC-nZa
zF@x~phcDhj@XT8b?s&?<@1DAF&dY{6={cKrWOfkafO`!09=BB1E|(m>9nK{J+nlQe
zC!HFEH#@eAY;x>oZ*b@rop4www$5Q(e9U1xXVl?{#2SaI6001aOAa}Hl^k>=QY(<<
z(>M{ye<2R&{oT-eqyK*G#|;nsS#Z}6^9Mh1I1``&M+3~M{r=80+@+1V-6x!9(mR27
zlV^s&dXGGz@!4e}W9~KVQTHaX)ovZ)tK51y!>%hN2VF;{R=94F9&p_+-S2u)W{K-#
znZ<6OWP9C+Ob@bX8u$MLx1h!>ih?)(=(mC?xEjiY-$L;B2CzQnaHulu2{Wd4gxb@#
z1bZ^q2L<!23y9$x^-mTY@tq^Q(x;F;=v^VU+<P8pnOCdCQqP4_eV$9Ddp%akEb`bO
z*X^-ezRTl`e5dDq`3}zy^6g$^8o9P#Ag=h)?Sq~ZKiaQGpy!LC!>K4-^B;+|2T}5{
zEn1)27-d6S7wN`a6YkHmGBkp3FeF}ZAShjAX<)8sUqFd?uYZ-qBL4=dF24@xPT$3{
z^L+>9+kDq4wD|5&Z1z2&)ad({QiI=H#d<$7jY6IO-^k<fZ>GOm-Ua~N!mqiDF}T(|
z9&7Hg9%3)%LEGY`VMBs8jKy2fMq-^AgE2ll%c4T~mPEt|_J${mbcbb$E(k5)bcB>k
zwg=CXZV76YZ3^m^ZwMSvs0$obstw$#ToZUir7G~I%G{vW%5#H$C{+fNX%uHdJOLhK
zAN(1OUMB(lRx*0NWURSQ;)RXL5-^sc0jrWtX)BT(7)uj8xqIUR`4+}T3U<aMh_pwg
zi?&AQa+)GaBpbr3r00b<$<~A|kgp0|s#qC1qFf%jS*0}eplV6zpQ^=SFOlym#o<I5
zQJTr$;}C}4KMuV=>hDiO-<yu_Thq8<EL{v%WvIf6bYp61njNDj#htq=*^hUAVwgZn
zLacCOT#9IY>>N&QOrc~|Ooeo1biG`8)O>}Ks6M5l$dxJuksDR>BloN2MP5<Mje3rJ
zQ^}1Y%KxB*$G`dFhjTF!=RqQRf7IWdg}xVafQd}>{#oe#=P1F_IR;cumNk7rh6`6)
zx(}-<HAJ93C0e*PIZ?DKF+;o}F;B8Ap-j3szE-X<u1z5?u16^+c1UGT?0U7V*gfi*
zu@}`dVxOsH#(h=Ij3X+D@=RU@qW8yna2kE*0o31-gT6Nx-*@7=kfB^*=+9Gto;+P@
zL9QjeE!&B!X^t1GE;Eq7IwL};GCiJMnwlzBoSGw1kWwt2ms~BEoz$X`mDH`Ak+?!N
zEpc2eC2^N}a^iX9iF!)n7uA#`qJk*T<Y@?cf6QS{VE^wy{mFdveE8V25|7IY1fjQ3
z7P^YGskTCMT4R9&b6(zTo~m4bzVhra!IC+#B86GWVtJW!B(gIKrL!{T%BH6`DWs-#
zDJ7>3s3fM2sl})6RF6wNi#$?~PyMVKpGs7wNk}Ei|MCd$hu`pV>j?J2PSo90jD3KQ
zfGhC0xI_TDN~NH^Oaq!qO=$B<>=<*4-MGsNeff$DLIm^kqeXJ^lEkudGdUSK`BJGl
z6|za$_3{aGI+fzG`c-1GM%ALScBn^YokAYs`A5~LOrjE<Nt9=DHwtSH@X_-C_QCcd
zoCoFj-n$atdE&9F0&5Q{InX#)73R$~qUKiGFiI<2xC+a?dGpGG1m=`R3TKogh^7^%
zbCQd4B@+tEWMT{E$wlYSSB%VGq8y&LMm02Vn_5WT3FJQVK{Yg&s36K=Gq{EK!>J4$
zhXSm>C_~>_h3}nfaPNU?eD`0&4Gp!TP&-cvD(C4_rL|V{f?6kLPK_r|R&@YhdR4e!
z^4vI)#L85$xQc9v=<;Hzh_V{lu(CG!;L^oPfh8l#0VR_v{w2p${Y&nu_!qxd2`DDY
z0YyY<CV${K9K{@F3UinZsK2@neP2E1A4o$39jb8ep7JJnC~nrF@|(?R*-iG0j7E3v
zlm<WE#QIQyxcX?J=(;3!<h(5Lu-Zb&;F>DwfSMLrzv><ZpX!y0UR9fwJgbf<dsf|1
z@|ycj$*Ynm{>lZs9}i$3Y{mXxhx$WJm_M|j??UFbVg3DlK`7{uhMZ0f$m}$xQafzv
zNgXcC`1#&E(d|LJk?oNJVQmS*!L8}+fR=o5zm^IK@8(8n&!%qK*-b-oZcQ8IT^kP}
zx8z+L-pISw|B!dBBR_Ep`(PK2!Nz&m2hG?A?U+Aw;Je>W%pVq__gcgY89m~V+N%sn
zz4}yquO%(I*O3v?<G~f$<IfYkD2z8?Q7pf2cdC$gcaDh1!ZI<pu6mA3SC^#If)!E@
z3)V~9FF1f)m$vVCEp0#lyNrE1`H4e#A8y03Ux)gGn8Wm74$-m*y<acZUo6G<-}sv~
z@dLsTvs@0MR%k)^3R5a%g&i$$xhvg&xewE4c`&!vKoo2CKoXzZK$d{>vSJ~}Wwj!+
z`a48z`<IDX_m7KP_3uTlid!vt$+7DD#<5&XBrJRXkKGm62WWvtP=5)wy92f7^`rk^
z4v;<s5QVlVbTvN&t&xC$Q5EnTH308XOUiT9k(xc~L311RXE=|BGaX0cxa`-Y^VqE^
z;I&>;#b>#uO~8EhQbE(zV?rjYcO#dDOh#S^8L#{*Y&=XvW-^_{twsIi-FPpc6>Azm
z|2>Q~Agj^;j-mgYz<1yqnc%)j7+g2Wg3D$NaN2APj$3TNev30@x5bOH*%Cyv+7d;#
z*pkdJ+mgdH*;3ABw56HbVDn-g{Vi*F^tMc~bhljK(cScnrL*xfug(U-r@j9FSdZgB
zg!;Wp(0^mwt5%`^T#Gdr>#+u4GuA+C1#p@|54?*PEO(27#U6Pu+oJ`hdyT<luMHUQ
zbpfM&-e9mVgwo#^OX==Qr?mGK(X{r}(KPliq^s{=Nmt#!m9Db?G+kxiBf83-j|}DA
zggKKD)L(-7^H<<H9BljF8PFyigKYqQJ8>Px9`wMN2N+^aiZ=dskmd<d&^Rdv>L)co
z?W7^7p0Wa!Q%<0K+6$CUhk)XlI8Zn<2jtFHfb7{ekU2X5Qs*{MlIM<s<k@>5dFCA@
zdFmTNX#cVd=iP!q%z)PXHv>wa1c*j$|GlVx5ci=tg8C-_G|y0=c!3L~uJ8fpKf)mX
zhZKlkRR*!EIw1O|DPjlgYqLS*dJu@*hy&pp*&uwg8U$}G1i{-QAaHvM_-|hVzFW_M
z|K>;Fzwz~dbfbRbDCUqGa2*P^JqFwDkJ>Iru?FNMfc{y`04`z;#1+gR{-i+UCKm`l
z6ac}8Y!G-P1^kbcfbTKp4^NDM^~46apSl9`X#g-V2&X^I0qSWjz>^*XMV{gxe|ibQ
zFyYzD|Iv*9Q~5^Bpmtyewh!0gptdt=TcEZcYO7!tA#)8t^cH~NT>$<UG~oTf3)~+B
zf%$<A^be8%@8uCSL?5vL_~3;2A~8q~f*(E~@P_+{VjofH({bd&|ENU$Y@BoPIOc)a
z=Psyif!aF%!5Wb30Ft*c|G0<R4*|IG(ivX>C_={vVID*P;D<0GhUe0V5~78eAhQrJ
z1iuu?90dD=;N&C2$a(|^{U3;|IuKb^{1fPP#WjG4=mQb91|sNA5rH6z@WoMtHw!67
zYLI566X`{kQG_*wtOmjwM>Zo<$U*qQIs@NWH{mnuDZFQWfVV6HZ+Hp3<|Wi?zMmlq
zm^mmYVVr|V;k8KU;<Z=+5p}`q@u!GzG(`l{kOHI<X+YYMZe$6v99c#E5L`=r6Wl<3
z72F121oy!w!ISV_@EW`kd;%{7-@`LOLOsPW>B%(0gnB#!qKx^2GJ1X`L_rb3{6W?f
z`^5pT$D1PJ;S>=|qA(9aN~s^BwbVD!7U~PTllsi=r9QFysSoTS>OFf6^^QG3y=6~Q
zui1O3SM1}|bM_z9W6?*{1JU=?JuyQ4B}Qm>#Q)1}JpKz&!~8)V{l6;a4{CTF>NqB<
zhImajcs;X$$OTj1W#XvM(izl8=|bwA)LiO~R0H)|s-1c%wUBxt)ki&(T24KcT17pU
zT1P#S+Dtu^+C|-$I!fJ@x<cKOenefDc~AR8hS09a68dH2H(A2CGy|fA`r7FKwJ?9s
z#r#1R$3#~L|7`)^HJst2njiI6C6aonoJ>7a%Ap=Bl~NCtYN-24P1HT54(cz(9_o%_
zKXprSh`OmbN?ljlNd2iaMf*ePFzt%cZ?ucb4{2wW-_cL05XK1=!aS}*xQ_h-(M4^2
z%pVNV_nTn;V1oT(tOj2U4dIQxEj-ipfQQ;4)Lrd3>b6z}bwjIw`ct!l`j2KE?TThA
z?KjOX+C|O9^z)hn^mCf4=w~#?>8CU&=_fV!F^+4VVI0-^i*Zo<HP=4vAKZJi3D2&7
z*r`oe|3VB=-x%`;bIbrN@j9%;;j@K2yfo8<hbCrl+t>-N8T-K%qe$w4Q8MkUVK(iw
zVKM!r;avK0gL=kMgEqzygN4jP27Szf1}nJs8?52lYp{`PkHJpvT?WUwrwng!Z!>(s
z+G6;XcatIE!(UkXoAr477h;072j*Ou|6m3%3xDU%4uA8&RvhkGDZn)=J-B3T3umo8
zs1sJf)Df##+Cj@S`hJUC#$JmO=5F&UuASx$+&j$Mxwo5j^K3QiXHA+7vo@Qp<K1Ys
zm2ZRDLB0vI%Y0+zPx#lEe-c=2j(3m+5nTBT#DW`hC>qwp(BTc{0FRwmaNk}K{+Pvq
za}FAC+|e8kIl54L9sOuK9U|!4?GqSVXJv40w#(<<XjjIw!M27qVcW#J&ZdKJ%%+!r
z)MmNBYMV6ztE@K(uC&=BG-PvDXobxK;bpe(Mf!0Q=%vV#Um(`Fe9r;kr7L>A+35dg
zWB%ZV`GYIgKe#Ky-q}VlHQSz=boZofatmfmxW+Koxg>LsI?v%*?NrFS%Bg~H*l`~J
zkYkI$3WqMC0f!~R{SLz-OB^QHeGXIXUWXH+iyZEVE_8e=*5ydV79gEYM06(8(eh^(
ztanHM{Re);pTk;&lRjK<*bDOqA350Os|Oo>t*LPzH`=JTA7jKToNL%Ko@a$e8f##7
z4qv}}vA`0yxq^$`>V<k-+eNxvd)QsB%SAg~*NV+|-74PhdW6&FdY#ka_KMTw_8lRd
zMt34U6I|{H&#?VB{LuFXVXb!vK4%BvntxoMG8rfZ>w~mlZIC&&D$t2G7~sVi@DJu%
z>KDzk*f)u{$0w72p?ALE0<SWm4zC)KcF$&Zt7n&3vq!&pqsMBAdXLSLbsh&K=Xw4v
zRpa?wvfAq#LL{pG3kQ#XgC&pfz#G@PqyEWo)Q`aD>~P#~FBJD22;;z-a5WeXH>Q?{
z&7v&{oz3VC3E=7u4(C}A7{@z5FqOY8AX~7-zeu>zuaaHw*C0C2w?n+fw@;$VcUZF0
zXM<FQ?_TLL-;2_vzE7n~{k}+*;E%*3l8D5=d~(AY5P#fvAq+idG<yG7^cwh;yCD+y
z9EcKyp=f1T7Ht51m<M%7y3!X!_;9s{hw!w7Me{a=Ch^yYWD3p;&KIr@E@RIPsuimU
zY~_>%_DGfl4oVdTj!PE=?vlw5JS&?Q_(&!%=(BVlZqklOA(H>{(gVi<``~mW_CXwa
z|3rMwPQd5fSQ-q+3B$5@c~~5;3k%~dsg77DdTWdqvoSi5yDln%w>C1KzbYb4urfSH
zxGcPwT@qF$RutCEDF|ICnHxGFofA4HGbeOPHY@bBTxRG4+03wyGMQmS8j;GH!BZTE
zKSI&_WBd1@{$vVze`FP&58ytbi<4wwVX_v?Pcoxg67A^?3A35C@&4RZabc{A*ciUj
zm}G(C=q%yF=mK_LRHax>RD;Bv$OV#_k^R!?k)yJyk=x}`B2OUqkPosckwgZOMx_4b
z5zfWma1I>7w(m?u@1Ks|KLfo#UPoW504z+Cg8Ath(41yW)u-CgYEs-7mB~I_Wl6!T
z;>0Mvf`kNtyo3y)?D#x(R$RGQMqC{yEw)1{C3cB)QtWEkgxIZe@v+B|yU2Ul_*f!?
zNGHtTULf8NI1dgaqxVPc34G*Pg)GJM?o2+IpUHvdELEt>GNh_At!Wh*&Ww_DFRsG0
zK%Ts`2;S_}c!8{xRH5|b9Ff%I60zi@T25k8yJUP~pLA^Eh-`G?7P+XzqsSfPoorMh
zk%>+u(lfb@_u^@s2Yb`d`=j<)9(ul9^n7?eKbr@dazvpnR|%?e^{Db(OImS`BfTKo
zgPAkOpF1lnj5i}ImOnK!MKC#Ijz~gAk!W0cH76#mRWd5AS2`kfrA%1rCfU%`!*Zdi
zw~)88VW|ZFJ0d-kYd8+aaqM?x;#@@iHHGMVkp+0(oX>=L1tKuFP#($(wV|lcjLIvt
zr)L+qGc)sjxzqAPSjl<Oe2KY9f^oT-!ZA4o?8xl7;^Em%5}|VzNd?atk_pV(C>xM<
z5V?-L#()2i4$LIeNd3!Y9EZa=54Pju?*!&BD@&&{AoN_t=sR((R7I%}l$6OpLAeIx
zmK#%9Wwx~RG8aZlsW(?*X%J6bNhEJfaRPs2ak@}=QJzRhVYz5fVFM?ipi9!PV1<-V
z{(5Qe{QWXs`B!DU^Iu7O=Y5y<$s<xex&Ozxcz}J_2U`m8ek?=Zi8(}91?C?}1)dkp
z<%isA37Au@3K=y9RBDYCEwRRl9#`$bjH&YHj;sn}h0TrS3z?fD5LlTb<X=(B_N}NB
z^D6J;c$5!F%q|<3bSv8{<yLk@%B}RJq<hIXgh;v<6N!I0iSvIKj{gR1|40@3z8ZY@
zk5nUt^U(j-vmm`e6jB-$A+bpp;+o8<=q7twM57x$tkIVl+!(?g*bvR~t54$dsm~Jd
zsw)zjT~{OGHgCSD%e;PZr`j=&W9=@EL+vGwW6g7pWA#^#V-@*{L)Zt~u;16A{$L&6
z3-#!`8qoJNqVH-&@7qR)`1zPWbjUyyW-;NN#t_nJLj`p@)BHO<>AoF-Oz(~eE|2-~
zJnr+;d0pEJ_?_CT1RdI1g=V!a5wUF>W!tn(v8~(Avu#?QvTd5bh}txfpV*U+a}oP|
zHEJ(y#(SX!>mN|Na6aZAUFba*0fhDPL-1k_1TIzv|2{qN=`#nfK6}ce&z<Jp=Sz28
z9Kvv39K&>6oWeD$H<!n@w}NHe+stR#+skj>vs%EcXS<+j&lv&JMUMqcyFUq<b`hbO
zY{NM)okOia?L{4!KXhUrpmsKDC-h<dunhhG3NG*%6bAP}8E_j?2bUp3a2~b>$6+VR
ze%OPu8xEk^3`fwch7;%(Ls<;7p%SLaP(7E?P&c>X&`KWtp-JQ<kN)689=+usS$YG6
zS8v(>u@NoUDr|QjYImS+O)sv2Sb}R12GIWxq5mHNa2>@OgfaXrjCEpQy-oqF)@gy|
zxG`9a+kn})Gnh_zf$>BTWi$~@8BC<o^d|CYIukW??TJph=EMqy#>6Iu`ovL&`uIJ%
z+Sq%B+FHU?8~r~<QGeM2tieEQ+^`gDFjk=dU5PaqYp@1n9lnD{YiPF#z;u!h2HONd
zZyN`6w<&_ob}i7}ZVXyGtU+^!GidDa2KA{BP@Recm8mRHo+_ghr&=h5sil<M&T&e1
z=K)G~>J}xt{S76v?Hf&IEBPOTsNaKaZ^1sVL_3;;+KJ<sL7}eaB-Vgz#~O^CxDI0v
zuEE&P1qz1*K<<zj$R3ghnZxQJeb@k`j#z@^5l4_X;t8CiAs~J<0mP2wg6OdtU>{ou
zBF9HS`1no`I(`|1kG%llBVR!HF!>*Si}7B>ey_&1=a1oiuo2e*ZN&^~3fF<`M*V&0
z!4F~va1=9ulN5-Z!TjL@9|&F)0fCEBh!XH$)J9B!@6s&bz2pI`-$IZ?;Q6fpxGpyU
z^YRj4TpkDdl><OsxsE(XKKzf)<(L8Cm``Uwshcr_LT&H8*!~09|A(;#<Tz#kr?3X&
z8~_{R3xVG$U|nMZ*L4A4To(cQ4M{+Qg@ve^_(IAE7eU(M!?8O)7zN{oOiBOUl<6K$
z_<PvV_ctKep!-+w;qBr7s7L+c3Csbp-y^ZzKKOreID$1OC#LfstO2<IAaNN$_$mP3
z4FKjHz`uvw=f=Mw0Ps)*3sE`vLP`#^7B$RR^Z}k*{r5rrRS>}IWCTC_-?ZV2GwkrU
zIKkeb&^r|Phf@5nrZb>uY`Y(7JDf!Qvsi<25kT&DtO2=>`O9qpp1YWRJV5Oy$cuk?
z$pCo8iyDIXx7qkNB{6SN#C$~?;ENf+cW2B;@ZsR^S`fUBziU$Z@raX-;Dq}J!omDO
z9DS|`B7pe=3;iw^<_~ntA0PmULDG=|q!Ot|+K`3FVq^drhVQTjzQP22hDrDcyWu??
zg|~1K-e9M_#{ay8FL>$XZ=U0ECPYdRh@>1|2O^AFgdpY*{Fp!RIs)PL0m6&`!bnDP
z@VZKoTBI52fbX<L@Rha{KGRmfN7@Lyr>%px)FyaMO~Fg*5Im>O!&B-mJfU8~BidJZ
z$RO~5iE#Z4kwu>^gL^JWpzoi)4pGb>L@<94w!`c3!0QPC!WWNZ!gszx_{ujIKJ(VY
zN8UDg&)Ws>co)N4-es8a48u#-C_HCvfTyhO@Q8H)9<a{BJ=S0F7w;>$#rG9%@)Ni&
z@L#S85b9ru0_G3$m_Nv11|W;qBBPA`GMxum{+$Q?VEe;oktldCoC<G+bK#Y6DZCJ_
zfoH-^@I-h%JQnVTN5V_sfzS%LFSHu&3QfQrp{;ORXdm1ZIs<<S-+?P4uiz5<E1YK&
z>YON{&i=z0JWfNDQCk`PzY?O1`NMQBq=?y=oH2ZonFVj8yx@goC_IsfhliX@xW_4g
zzc>|en^OljIW2IVvjDDfdf_T(8T`&!370uzaEY@SE=cT#a}p=vjO0x?A@zbfD*cr@
zEKO(!F^@U$3q&2)KB!^-potlP7UmC{9QdKG2=7#N;F*#oJWzCjI|}}ALm>*T%BR2;
z`E0nPPz)Cos^FYLJ)BW!qfRSyQ70Aps1ph+sACGNsiTVPsl$ppsDp|}r~^vBQ+t%3
z&~_?+qHk9w^ld7Hz7;c>$r%tW)YoQW7K1eq26!EM_}dRU67Wb<8E&f^z*TiSxTN6;
zXEj3Llx7?p*G#95YUWahHA<<28r9T(jRtC;MmuefMmKG@#!}i&jUn0&jWIgzghAh`
zxt~6%d7i#W>j7iE)(6J8Herrw6Rx$tK=e@G5N}lzTyt;A1uu<x;gP;DT*qwcqP`}a
zHn4zWhAwc>&=2+*Mo_yA6R9b~OxkvXeA+gHGTNj;4Slmg6Md6G2YrKn4`aRl0ApN#
zggIugfw|UT7juolDXtO2zqp1C-*OKc5}p-Cgl9Q2FoVDK@#EyBC4RhG17<G__}vVD
zbI}y{e=t{u{gy_s%hDdUTY6HHmci5}ix}E^i)7lk`5gL~c_Cx1c{yW^SuJzKteLsW
zYysD>Ss(YH*%0>%vvoWJX4`p|nH^;<HM_xDZ2pqB$NW3*A`8OX{R`8v?g!MqXOEuG
z3G)Xh3Qo?#`Ue}#A7)|xV6O|C?X6+Gy(=|l??<hf6;4}a7e^nqOJfY$W;2)D7I6*O
zRC4v()NwDdY2#UJvxwDeJ;1xjdJW$~>n(g;HV61SZLaXow|yqiX8Tp3)s{@d-!cPY
zfgiu9f87=JJ@7pvvfqscyPPq9aKZe+RRh+#nZbywBQ@meMO*F?MC*5sqAzhyWG;5f
z;OcSA<L-7W;puXyW_3C=@pd?L^0hlG;cs<VDbVb&L9o$bk5Gfdd7(PT$3pWQKMU15
z5}{frA~=&THu&}9f}RuO?c=`qobQM4I=%5(--89?9^$atO9h6!j9|daj#}dBPV4pX
zqj!6RF}h~QGCSQ<xZ2&bxLe%{SS@blyiKlkd=0K`0(GuEg0(J#Le(zg!gF1Bid4Fu
z7O8N3AX4u3QKZa`2>*i+9{=VQ_Q5S|`&raJh+lJ4_?5dEzh=gLnK0rj0xSF!VX40!
z^!i&--G0tgr>{4?-6x3A>J!Oq@=oAt@Ji>Y^U7h>dY152dsg$$^=KBX@K`8R<}n~#
z;<1)p<guMy=y5`{!1JzXzUO;(z9$jM_xc-QJpRoy{A#<3?LL9}d&4mQ2uHt#$JK!p
ztOyc<CBd?=C|C;?1e-y7kOS2cG@I5K=+CGN2xHdx$8uHqC-YSLWwFZr3iwKWD+P*u
z8w3k|I)(FnmWt&1tQO7onG~Djb5tzL_YU$-G|QK;|3L(gfAh!<$H5=He<*tYNc8^E
z=sEE?i2q&^DgfPKQqUQ$4z1zF&=hV*)rGmzYC?VJb3=le<-t*0rNIe2#X;$;!k|39
z{J=7S+`xH4*@5lCSpj|QjDS_5X#tzXQUeZ)rv%<a-iW0H5>bRblj%HeItx31y4x@Z
znTSWviO2p3^gEG!(1H8+v_z{w1Li@sQPxydlryb7(u-aa5y&VC59i7ckK@h_OJ!w;
zW%Ff)77JvARtu$twu+>L^s<vehQ$&?Hi{>N9OT4@T;s%tz7~%U{UH_~N<<Sv3Hx7e
z`=Iy7Ht&tWd6<Bn6Cb~p<FOb2-4ToH4q`>2K28y8;&h=h&Vnk9b)Xf+&Zg(b_%U*$
zLz#1;qq#Gql33|cS$wIHg#yWubA=Kkn?>Ry7O`U^hQwkbHi$<>?B_&9{DHj0^Y3EO
z5kwSW|I2k8hvV4hUD*DO_}Dd)f_@8+UHI>o1TLsc6oKj_IjBg|hLR*xsxZ-x%1w0p
z|JXVU@Tjgl?7w#`9^!!jaS{?B?(RBqmx;T(5`_c;1cC(!!QEX86bhwK+R}F0?zY|P
z*0#EJ?|knd-G2Lh56|zplQ5b0oO91T_x#`cKW9XB#R-y{;&f?cQLb8fQL%byVYOy)
zVY7B&L65GYU_>vkV68!pV!Khc;;3<!;;Koe;#Kk`U;k#5rBE6YgU6^mL6skOf%QLH
z#pkVLV<mGR`16u-5&9}-psT_RZI$+Du5?2~rN2;H5iY8#h!>Zar%Fr9b7aM3h3W-m
zm74jbjoP`TUAoz&OY|~J))=IhOdF<^95zlZdBQlQ<YnWO;xCL-i+?prEmj()6)O!M
z^AgX4%8xr!K@X;uJ{Xy(Vcg4d^i}hjV~q}4YfaHeKd7$G8P#<@LPc$;sI)d#TwI$h
zDX7Vk<<}_Ga;wWVva9R0GO9Xs(yE4Lq*RXUCsj@vBvu|WN~pYKB(J=0B(M0)D52t4
z!-NW@L1OuTd5(SY3hR85y89Y=Ei|Y+AkO#esLx|_gBI!=jZocWg^K2dC~Ni-ikpLk
zg61euep7-trzu^U)s!d8Xe?1rYpl^sZfMm`Z0OgO*RRlvtKY02TX(=9rtYF)blvmh
zQ^T0rUkqYul?E|2O8v(?!)xFo>wJ{jyIL6cl4Z^GKS(oQ*S4vlqFo=Q9dl9CIUfa`
z?#Sy35OO-hMVX!P;`Gi`Noq%qG`XWlEwQ~yJ-)qJGnU3lblY;>$kxdj;jR1h!dlPk
zhqm6+4{P~^{G=b&tker{`Y$)w2CAH_gRP7^JGl0sUF88W<{;Hw%>C{Wp<uBt^802X
zhh9w9fHN`%e1x=t5FvRWMwHl}B$oGQO5*wz(wM$-SyW$xdidgQ&Ctc8TEV>=bb@;K
z=mzwjA$N2GdOp$(=>AbRpiB9Hz)q#EiYx4cCs^OT-SnY)crB2{q-inr2N-wI7sy(w
zg|rbPq>Nf3Y19#k%RC@o79hkeix6U##fzerrHLX&bH!n!C6bWQI$6+2hnoM$5_R8^
zwVFOlcWQYpJw<M7c`f-s%WL=tEw3S^w%6c)InO?DnDtfV0!{SuTHvvBkmrEf1<U9^
ztl%CHt7M2<t%sO3W{6%h50Mkjh?wv}*hC0ICZdJli6kL#B2(l)Q7H1As1kdxX_a`c
z8I-!OSuJy2vt7+)^$9iS)i=p|YR;>^Q+HmeRCiwS01X~BPO{DSQFrrFUXP@2gl$0W
za%$(UX6&_&`%rG=J`9_+5wzI|fm<x#zhyrBrnnEqlpnmO!r(O(2hXWg!F?)MaGfd>
zoTnN^i>7)-3#V3y9jB(m4pT=Z^QW#$?6<rvw%_!P#D4O3sr^RfpB!S{w^MiB82tz8
zcC2FTw}x%7o@*dBaSaAT)sP*02EJPYw>`RW-D3)uy;gAA>xe~r-LP<<9~SHjhvU9@
zIP6Qu{Cx$m+gFWw`#J=heItVPzDdDy|3SfG-xGrQzP}6Rd%qIQcmFCf-=+MM-J|qi
zsJoK7eQUV}VgviZX7+(?jDL4A2Vfs_5Dqd2f^qr$<7%)yp$D52rm#9;1<R8TusG=o
z^OJs<dnycbPRTL*R3^+$6=T-vM$A0j50ldqFh0E-MyJoi@bn8XJoOn2Py7tS<4WN%
zQ{(IhZ11J4bNdwIZ`L_)4|5=>8+nvDC=5+qPcsHS2UuQY9>8Ta7+ukY;T2;TFfT>_
zsvU8H-c@htT?>US^HOxLWkKg!IkdSDQ|rl5XkOa_^=n6=cI_$h4qyKV>Q{duzdc|*
z>%D9X#{+8DvCc(@=>eVKI*>C!z<KIZ*Pfxe#Wi{WH<*WTOMvzrb*SIfh1y*s$nMU8
z^sX%=&n|@cSucp54dG2tPIwc#$BXVBFSzH}(Dx{Cj~{yP4u5{1d_}%~zzWuVG26WH
z06m~%ybk!b80z{{*M+)v)SY_^Fy^1mxCdyyz#NE|MVxeKk{R6a$cPJp&G<0N8u+^-
zCqy1hj1A@lHJ;@10Zk3*BRtV>?WI@3ioMMbd;4v|vXFt@k31l@dFBQ7!7Hr)b*@99
zuI)4Qf2eDCpZ?3s%)xjKoct61Io=V|bJ3vZqRXJbfPRZ9C#L4~MeON`xN@Q#$cJ?-
z$LB1^7j^V31_>MeOE&hGXUS9K_5<1u(*xr9&b~ws>N-8Rr>TFJ`p?t<d5LXLT`lU0
zRl4ty56LIw-{e#BnT#4*3{co6|1qTB!Z!KNhB+rrd}!$p{2B-RmPbFNo($3xSx;E;
zKiKGhoOr-P&w(+&CK2dGU_S9A^dFE&a!EO%{{Z?A7{DJG#cx<e&tn}uk4^ZAKFE*Q
zjURA;-p4U|ALr<OT&44Im)^%e>3e)e&*MjY&cFVQeEL5q4H;+aGv?PJGQJkme}F3q
zB5@>>6q8zdEv<A@diiNfs5OS~u!dS2sI>+E!47KerPdK@ou<xZHrH)@jMvz7pWp-j
z#lKkk_xVZh{SQiGdLM?2`DYMSIkf0Ms4t@L;>&i4;=5D$m-*DLU_BeD*~z-~Q)`5E
zT1l<7RG6gJG(Msy^Z^c1>jZT!;vL+?Tl9n8<o~?R*7-YY@v2CPS5%1qi*hFY4`ass
z2J{~cxEG~9&xtP2$0I-JXLUKgmu2B=Suwtl)!^UK7Wz3o_&_>@_od75u529d$kyR4
z*=D>c+m6>|`|x+!F}xx>hnHp7@uJ#&yrBLep40da&uS@ghhEGxkGRdF3gvA253?Ba
z&(tCM4?Q6xYy8Umpl_KU^o4E|KG8|VhdTLqPp2Gj>(t{-op$^~XE9#Y8OGmq#_*EP
z8oa2p5ijUW<9XdZxTkvrcXiL=j_!5b*1eCLdLQAs{`a_Qpu`pO1i4I4<}peOuDh5c
zVeSk42Md;Ct^s~Bn~g6`?C_D1JKi-6#v6w5c*QUiFB%r&1*0n5Git<LqfR_y+=tu7
zOL5D11#TLz#SN3qxNfoo*GvxJis?x_VR{9ZOz+{s%=d9-);Gc_Go^51wo*9$h+{me
zP+C*pn*PH)5q`5(!;e<l_?+c<&uk9<VdjVzXZzsZ+(<k#HyJn0b8+3g1lP=KaK)k-
zmo2(*$)X<@EJkqNVinF>tj8IPDdCjm9^s_rQQ<hfn4?y=g(FsP2?wmd67948U9`tW
zDcb#rT|BB#&ZGW(Ue=Dh^cQgGnJ>jZt+ep6l@adR+T!LsH(av|#$|dj7wpq<)?R_r
z_GLI}Ux(xNEy6MTZsCaifN<D;R5)nAS~y@oDcWbhU9@NZLDBB{XGA;a-w^GX|Eg%(
z;dAkn<1gaPj!Ma<M@;glLZz=tbNkSpLoB_J7u^Lsw@8NDj(WJZ$Q&1)7UGPvA5J(&
z;wZhCL(bVa;9Mx|bFL8fIM)lioLfaZoq9yuorXl)oW?|3oz{xCI8BK+JMEQBI-ihi
zbiOKC?|fgf*5woF8ke7><F3jFtm5%8%0(RRsQphr`VSmlZwGL$@6CM=-F0xrV-}8k
z+2fG62ljb~V7GT1c6g@=+q`mxtzN~#7OyJNCeKFEM$dNf2G7Ofb)HKl6Q1LeHJ+2w
zanGI7m7YgrD?BgBmU}*{w#@58wGpo$)RuZH)s{SBm`4@dh6?}Ukos~c^&=Sbg)`pa
zE$5WK1`hihVPAkXb_Tj&TcAI-1V&;qFj3eLkSVMSP>3c1N=2*vYs9Pkn<Xp!yClo~
z2BpjVmdi%`*2$LmO{)$09aJCmJEzg_e_Nx^|2>V~fNzOXqbESA{#U;A=IxC7_oC>(
z#PV4yInLLILM7M}s*i19=GYv*02{--u{JyutHa`iRbi>ZSZI!DS!khnB(y@jB&1$4
z6w)Rg4C$5i2QO7y9K2e+CwPlSSMWZ~&XCiZ?IAa{+CtvaY7PBbt0h#a`3MajAMkIs
z{i~7mfOw0$oXA**9N_ESEXUR;<{m_wVQq{(R>!zwMNA-;MMnusqZ5VUs0`6yRKB=B
zvP7~tvRcv;*(B|X=#q6r45_z8tkh_UnAB{F*sawVaYDNx;<|Qy<m)<hkzZ-oM*gl<
z8>LjC`Irww82hvCH<B3pr_z5RyZCx5Z+9Eww6P}M6f5PnSSEMIQn??7<l#bpe7w*b
zpDOB(%NBRW6-wG;E2OQl^|I#JcD2UXe)am8<r=jy>$PfPc4$|{9Mh?cy{c0Y`-*OP
z>=!!aaldJo$0@b`%De0X_Y&9-sC_z<{znF5PQKpA_E?>$fidpiGm>nHq2z_=PxeM{
za){8C93!+RC5c)SGsMk_`I5%OQfYlcjjT4IMXfraSG_V}M6*0$tyY<Qn|4XU5uM_M
zCv=MvULv29Uv-KSl-fk=G5?Ha?9cfB67`RB`n5Y-<-c%_nZoDpsWL3#{yhU}bJ0sb
zs4LwA?dgF+OIoDRlqMI|r>2Q&Q**@CsYQ~?luB87N~2n7N|$;`$`Z|@lr>rf$y;?4
z$%l0FQZA7fX5^-P%HuCOc_~WmM`-b=^%~p!W*Yk<^^fFpp3iB|dcIzn&UtR882y=g
z=*coeN0uF0vt7}Y<%jyLFrg+ZR#cUlEUL)N5|?EbNJ=uwr9~O_Y6Te`>WYjZ&Ag0p
zt(^2Jo$T}jx|talXJlqPNB+&%KkH;>D0Q;ZmD-PaiRa-u>wSj$2MXu`DVY1f*Q0EY
z0hXmZR|jo*rfANyK|`JsYV*8Nl@}tE=S2&pxrw6U+zfGHZoWj3TPn@Zt(E2Gw5ez3
z3}|NNtkg=+*{qY6y<ayq=e%x8&a*R8az55g$^J<vHCw4d`!Ub6&96}FWFepT7Bl87
zVjJ-F5T{?=EKh3za}NrPQCnz<s=@`RDDp&UQJ_#<7%3DM%0-I8G;v;Gt|X_RSejK(
zEz2lqQBN!A(@0T_X(cNrwG$P4brKY3b>)gX<Rje##g94(`ATgSiI2F;HowGrA1h_d
zN!F2NC7f%sENv`PLx~2expz<n{h-pa`6w=PLqVB8^2@@7+_E@Pc3Fxjvn*SjUREec
zEv=L$mo}*-miDO2OGY*0OEzf5mh9G!DLJhZUGfb1Kqsd72kn?*rFKk_QY-cmx7g<A
zsCT%6*CQDx!{v<m%Bas{RfQC#m3k<uGJ~Re9`b6OkyGP?teOxZqb6ENt4S24)MSX0
zsuhxi>N073b-gUMs!J`pYN<w4)jG|H%3WIFm8Z1BDxW6rYll^QuN_{Y)Cw>EFHf=!
zPEl`v4bMY0uLYv=fSO4qe^*i`K*8^G&f#9tS<KDJXj*`@CQqa^1tPgAQb=r)3-YEk
zQCw55IHsvY64h8Mjc9C_g*6VVg*2?u2yWP}8Q5@wJf#`X@UCWH{dbyybxO^^TBT;t
zBQCQIj!|!C1E0Is^I9NXq>euqH!<#OVcgNCiPUxjB-4vY?6ilx(-rYuzKHD#MNC($
z5Y?3|M093}!a57ZA)Qs?pw3oFK*xa0uVY-zw_{q}yZsosuI|<Twz_xQH|pN4f2e!6
zDF5Uf+x}1^uZL##Mbb}Nsaw@b|D%JkcQ^fqUMb@GW*~;&aUL~bgUEq}2p{xB*kB++
z2O|+YC>H_;(}jS+e39QkxyWarQS3FaSmH6TLgF?sC3WpTEOY6<O5TvU^!-QX()&A6
z%3OLLa*`p?-gb`5WR!GMx1p1<H?_0+=syfG_FT#}7^B(<US^2E<#Q3R+#dd8F7O-k
zfzMb7yvJhTHI@XAv24M8tXOazs}r2Zx<re{mWdXQZ4x^!KOlBkewn-?b{PFq>@f11
z#9^uOPY$<nT<Ybx+(R#pwDEOSKi3~nJ9UJy-x&Q5hOE95Qh2VN0rz#La9d{u*L4nX
zS?>m?^?q2iJ`@Yr$6>*SR5)(P$NUYIu;0)s%-b+5*lt)aSg+qJSgpSxSgyY>Sgre9
zu$=fsWVuH9Cwmvue;DNTIKcb|9vg<)52>9+?S$2=|2nP#nFQRnFb7~-1M|1(!*1Iw
z%-d!S+wG39+3p7G?S8P@9tO+p@vzvD0rMS2n6slEvv(|p*^Y6{<YuR)J5Ix7$6c6g
z{{$w}Kf+|IQZRkQwj~@FM|nMxwq?8)R<a+iq5rU+9?)jSztemMzmqu-dzb^UpL;PJ
z)PmU|eat*G6Q+l(V8Xl<<HN2nI_wL>!{IPIk^qAv+0bY5q27@;=pGp*TcC5~D725<
zfcD{cpnd2Y=p6iwC?7Dng4ZM4x@Vl%!dm(d8`%%1cn)?j2ZFku2dICT`o|fAGd4Fm
zBVfikP3WB0gZ6n7Xq~r!=6QQ)oOg!$d0(h8FGY4C36cwW5MQW)NVO5u1vcn~UA!qV
z-adbie8@rRYx3g*)=+n71M_e;(FbFlv-wsz>l=E69@Giupq!@uIqt)GksiPk%tN>e
zXk3><d_#wm4t-+EFIzGvcEp)CKwlc*oDkgN&G;5?Ku`0cdzzi=X;$v(gX9W-{}TC#
zeEEP;ws-e-dV#F7;t<aP>l<-~`sb;CiTi-?Pi8$y58x@T19=*d-2o>Y<T*9May-v+
zJa57Y@mx-ZY&kJs#L1}-y%Cn<l~hjBiU}|D*Lb2|+e(hnE8z$J;|2281A2L`Re3l?
z{I4`>N3y;?)Lp>0Sy9*YHgiDk(tmjl5WPt4SIFPVKgb(WdLmk!l<U$LF=TKuiynm)
zC&`Ws7QC1v5>C?SSCrAO=p;PppYkMs%8Gt^ncRFp6Pu@mZJxn;M^oGPI_rOn{uk?O
zLS0?zs;P8eCoJ{@ALL&=en8lq_*md)vrRtJrstwZU&WYS2;1aadp<aIrx(I<{FF{V
zq=N9`|7A5{!~e=g|Mlbplv>PxP-Dyw74#pV@*mttFo`Ewq=eLxRz~l=^gf2^1uUoc
zF-|XH9X)}~bQiYKkJ!x!{}BC%lk^8J(vP@FFXAP71Rv41`Ia8RA4K{8pwy-RpvjnD
zp#K2A2K@&(5q}a*(x_WN%}VMuQmd1n)=wW|DSeMIYOSHx25L=FYX`OVQR668&$6kW
zq!;lVo9=yj5&xl$#XJmt;#-gSCyy$Wdh{Q381u{ML5Nrum=orsz>9=YJCXIvVcklo
zRZFcF`X1fX8KCbmLXTx7wI--CNv&yW?WV>dyn$2fGEd-D+`-EaoRBZ@BAuiA{L~l7
z^M669PwzvQF~2s^Vm^lIyohZ14i~m@0P7h`%{1yMs8vCodg`?CQ+w&J46&Px((PHr
zuDXs|o2j#%8v9xM<9L?m;|^}o5&AnbbUx*o`4La?lWz!0T&EZF7^RUG+k)#a^tk>)
zkA8?Q&xxivy%z_3Ch@|*#9_1n6Y-`b3$ICv@Ha^nUX(QA1!)JKlP<=y(qY_{F2^&{
z)wnI)fLqe7cuKkl*JVd=jb6-E*;9Bz{S{o+_%|+S{e*M$UC#awN>lm|MvVVW#5}Sb
z`np`tWQ<R=t?;&{6JFEu$BWw0cuqS7ceQhITc-rKbZYRFPBX6SbmB>!K3vsZf-AZ!
za9MXPF6nN@1>K!EuX_k*nHO_<#tod(dj-e!Kf@7&UvP*X%t1pX4*Z1&%gbi-vLT=G
z^8V0Bh7Z{uuj`uPzP=sq7<k~8VF;cyipLeBbX+o4;DT`(&KcL@tZ_3=8+YN9Nk2}Q
zjNrJ*DjYT0fFq{UIAppX2WFnc{+U;?cjkTUHv1Sm%znf+`YzLt*vg{{B`@V4IjnqQ
z%gcWrhaf8f_h+l)SyO#HWoC&ha~9#kTtA#KkHksyBpfr(!V&XA9I~juL5n)<w`j#a
zi*D?(7{qRiW!P!C20JV_W1Hn}Y^4`7Wpzo|Z1t=#Y5jq)!RC8mosCjhOD6t;$_M()
zf%;AyYB}6L!=d(uy%<-m`P~yXW;i)-K91UX;GkUyxKkT;+oxiueJ-}!7h~GK5?k%-
zvBka(o9%mrN&8`8qy0)@z5NDZ?fmV+#Qa0T>iOqH;|{k)D;?eujX8cJTIQ$}js6ec
z&F9eS%Kaxev_8#Y{tA!hT^M^VVE)5GBkW&fjonVp*zV+qtxgfx?3{o}=L~Fc%EvmV
z5==N%3u~Mjg>k12VU<(Au)=9nwA^WpXqnTLXvBG+c!~3A@v!q#;vtte!~-s0iThmt
zAWHG#zwia?{-!tAe*`lBB8c%;0G~6mEC<{r*zHFD!DBAAcsgRErzh5VhG30nEXF;P
zvC=aOW1a=VGS4z$#G_VN>d_(^_UIN3dJK#DJyweQJSN4xp1UO7p2sC!p4X(EUav?y
zyuOgOdH+U~lE3n?CvS7qzZu5ooDtOLaWBiV!<X}1AMSbRHwzPfb{O|}#R`9aEc1`R
zQhzyy{nLa&zg(f;uSn?gs}%M6HHf<X+C`my{o)S4<&rkP^^z99?b2qyBhp6yCu9x&
z_ht3|pUUb3ev#D$D5ZbpeQG^N-D}Z|Gh+CBEsD?md7If3%$O^Pxd*|<7z?(-NXQ}#
zhj?QkBm{jSG3X6R61qb&h0b7w&>mbWY7MRtH3zqdn}U194Z%w#b-@$T+Tdwfb?_ls
zRq#c%%8=*ODndRXKg-HPl#h|}we+8?^E1@F6wfx0GtP*kKFhO~<yaZcbqC=F7>+PU
ze}n^iBR$X^8HkR^NVG-Bg_ejkp(!FqXox5h)rD7zYQr1F)#06z%J3m+MfkX^EPRWs
zB>aF{am0D`qKIe7N9u)<KdBW)D%FZ2m9nCUhrAZb^AO8^n8-em#CR`(^=Elju^c1O
z5)4M`VR4KZx?=3m9_xbESU)tyhM^%gR;Y_f7HVQLg{l~Zs3N9JR31|&E{$oI6h{w8
zi=tP^3Su^?DPs1i=f#{Q&uHYve4w5i`vXy`<;Eywk9jGQUKs0tnp2)VDQtse#+)qA
zDBEL@d)M^D>!L$$iWa#I8s&>npWuZWc`&NvQK*n72xam#p+uf5DwY?E3gy+}0(pxh
zU%ptHD_<_lk#AJXlJ8N^l%H15kl)tGkiSp9=WC^!icGmurs6sFfh*KKk-_u8sm6Lv
zd&XFnA+|>k%hH~tjVA8fQ=e>!nq)^*CcC3NIRK@};V4dy6AF`41VwVTC_lMSl$%^B
z&Pi^PWF_}VGm=MT>B;NWQj>S7rzD@!NKU>*-Xq`fXQf(7(gS2X%I>n=FH!eM7JaBp
z&huH85td~!%hk@ZG^J{wHq8K4>2pz@ZjX|5R}`iDq98pK`ROr2ZhDfClb$JLr7J|4
z>E+_|^ae?4dY3dMeW@%deXUwz`c8Fu`U&!sMtu4^8uIjS)#YhQH5CbIN|}nMS=aN_
zK9EZvDu?|rn{B}Ibg~>xEKg0Q3>8^=D4`!zlx+(|wiEJlypfX=jI5j}WacCY={e~_
zT27uQC8t!BlwBuI%<hoLvxlW|*=uC6+1u4(vX84rXJ038k#E$avy^Hv50UXGyTQ7i
zruLqE#+-SKw@4q$)55aU^7rMrT>Frx3q`&ua`UZ_tyq9eg$L3L0+3b^fs}%HA-Nz`
zNG!+^$qR}_@roL8tfEa4tr(O>D#m3IifOfQ#Zk2|#WnRX#T)8j`CqGr<^Q1;o~M*O
z<|^xYLcuYqkX~E?pZk+8{#?&8mGfB0-*YJ#vWkt6QDTnNlKDs}bwyICFA_^bAuo+V
zd})#pTbe0EmllX3ODjbYrOo27(mqK@$x3N($&@Up<ghHT<ceBA$!ltX#b3z+i+`5|
z6)FGZ66<=Tm}4SYNd}0@1F9y4CCoc7W877tfs{&pBvzV1US*5;>P3jH_Cic`5Ta@#
z5m_Tgcul$xR+BG;RF{i_svAWC)xBc>>M@CL^=7G0)j_Fu)n%!7_1}2>QtDm#o7AU5
z`6p*t?*rxZM9C=idU$LkWt@uVR5A9hVeDHcL2QFAqUps%Hd-R0$pK+a+ykP?4<XHA
z2yTu=U~>urnsWrd<`TiDxlZKO)Ftw48Wp=YZ4|pT?U%SVU6i;qy(n>Q{9NMN@T<hN
zUMX>{dx$D0YF9O{2kH%xcD}A9MYW7M8mQmQ*teDOce@sXI}8xmIR^oq^WfLD2)<pO
z@aYbOcXuSbx)b2podNgm0=RZp2`=4jf>ZYr(W35kq6J-hM2=nO$a5mc&QC>-9Y2d5
z+m&L+wuc;MJ*Vn9Ce-nI<gtlVP&<#>$?bgh-No3mm+^nU6kY?m@EA0K`;aBvhUUX%
z$OX>BK5!Zi!J^?9EF4b8g5g{^4wqs6a1-o?2ZVXUYXsZjor2BqX~BB<u3$a%v0y#$
zqhQ^y6j}E@WFNKGlO?2s)U~h;sGUh|`C{fj4D$K=62||d+y`My6OJqN;jnTR>{nXD
zZlxpUt#XC!D(*wEiu+KE$H8hm9hTz-uo$n!-0^PA8RtF}<J^a0{5WQ=x<&qlSu4KB
ztTCl9YxzUAb@JZO!RwK<@O61NuLEi)Q#)!Y{f9BYV-@u$xDUj75iGbqXzru|=1iJl
z_9knXZF0n{O>UUE*$<|h!(p;H0mhrNVYImnhMQZV&m<SU&6DI1bT>Z<-A!*{#^g89
z+xQ#wHgFvX+1ST%k(ynkwx8F+5U&H)Ic^1WP}Trm>#4tqIS5nShhiIJ;GJR^?AC_f
z9`1v=XBKAcv4ZYi2jU8yy?)T%8wstw$<W-J4~@MwP}|!J*`C#q@C%qld(J|<`yTlS
z;$7d8Umu{_lV@O<ekAK$wv7G*>zuHbeQ=WTH+7x2Q-3%0_fh{KJ%A(h0GN}ac0vc@
z69y2Sm<54(DLCOk!`Y1l5Z-i8@&<5{7x+n@;FA<N!HS$XOrGQeg4fAs<hutfV_SEz
z&NZv)Kd{azn;HMJzW&s8+0Psh{+ao4#^9&u0i0zX!g;O(xg_R8A5Ef547mVz7GXKA
z%qOmV7{YQ~iy@hW7y31x<ZG<lwH^GwGdw;+-sWqTgAA<WwXl)#KkJ;qx5To(fvl_B
z3FhEX)0~>dm*@dpq5r}vh@Jwy6Y{i#58+sj+bqX3226&X$w{dNH(|2p#LR`B2+N^L
zRKA}>Y6wsCeOB^5D|Y`PxkKK3K<6~Qz+Jo+56}x`eM711ae?}mnS*kb{?B#hfKXG$
zqBDTx=aLu6OXNXLiaLE3ZTc&E^eBuuL7u}v!In89oGic3a{McvUPV4>WB|o;@*x}g
z!$X9X`|#!iRCzdsM|loT(*t6CJ+DyzI{i258nCF^_m~56pL%~I{~-S)?>yo?9{)u?
z;JNvTW%)#heuzH35Vpye)?6dwL@$Kp_%4ADatrB+v@)PtMz+uwq3};9AD|R-{RLDp
zzY3NAz_l@OCIKXdq>}<tNgtw-4nhYb_&)j{OBk0grysGJ-oSeL5u51`Y^Texmma|p
z=0}{NA90n@_C5Lp?=f!wnx4e(^a_-W-~VrvYV;pK|KS0ua#)ZB#G6FWIZ2`ik;|yP
zlv=gaYN1XyJ%Iu0ETzs0>a3y82I@>vV<$BZ(2qEQcX5fH$89#<8~pb<oAGD*1j+~e
zoyUJXLa9mbL(G^T^dCU~0o(%<cFcEiqi!&D<5+_X>J?C{f?5sKY2zvAq0S(6MyRur
zIurCGCi%J3^gZ_Q)E!}$ImhmEgI>f-Y>khZ9rHc?2<Bn@4@zz3U&z$ydoT|I^h0<~
zeuE`-7qaBO^mZbtnZ(x2p;j?<s_1Am((`Di=h4gVIY^yR>a3#9I_hl3Gi-~enUivp
zUd#<#p(AvUXXRgf^$new-wAUt{(@3h%Joq6A2fKB(GL;y*w(Xn?&eXK`*5-?UZWTD
z61|ugkjGCeWj$)x!cElapiVD!hHxFraE*QA3eU+CY>P|m7Z>Qooa3uA{EJiU$R~xb
za6<SM$LYZwV?NAdxaBXs7s4+6gBJIpP}9Wwf<E39&Be=Neh-M)8+Rn(xFt!z4M`@h
zNfo#vEyHDLEiOu%aY5RFbJE2)BU^&gvN4>Lt;GqoEjXsO3rEzB;E?(S9Mrgt{hDuK
zpVoh{NBei|=GvrPkJ!nhl9$qN9AZ8<<mF7>oFT?*8d}VwG2#$pjqBPjxS|t)i#ky_
zr;~)!x>-1>TZrSj<v6BWizB+tIIP=+gS!1VFk=M!W{hL+j7jX)+ku^Whp<EM9Jc8{
zjjj4`V~fGp*hK$j(unt|M{M9x$zkP-*&I?h#Jx=J^7SnvDQ?h<xoj{SXAK>2(#R7>
zjYDwAI2QYjQ?b`12fIy*u*;+ZJ51`Zookh*O}eqwbP!uimt(W(T1?K|iVZXOWBsht
zSUc+mCd~eU@!4Nu<(%KKVh&fjk+Da7H<v@qJPtt)9C95w+}m-kZ^`usv$SyB%oqpf
z*kJEmXY4Zf!*=rsY&Dl-i+MUWah=jei(+iBsKh#pdaSi*!y3!QSZ%o!t1QQ{!g3SF
ztaf9W)p3kkU&V;^OTw_tXTp%}ufm|MQW*FPpHu(MMXWz>HLBaqDGqH%Se^s6QtYwe
z`U~5+n40H^Njp!hw+qHvyJ)PjOTxHaCRW<#W6Zt;%k8T%YTt+v`%WyeAHb0Pm@qhh
zz0glDrqAJs(CctX=y7;n=yLo-=v?r#(6K=IfOa0+9hJg|3pxCI05^Q-e~^QoeD2P&
zY-72$IMRPuFcT9CZ85&c1uGW$VcDW^j4X=7l0_*Pa>~Y_Qvv#&%FyRji(aQzq1&lf
z=yDnnI-J%BZO&VTR_BAFX6N&wCYQUSMwbso4X!_m>Rpxp7w@>S4Sad)4Pxvc$oZ`w
z=a=4`XS*}raMi>rS0gNQv&2&O1sLL<H3RNJ=yQ)kuX_Tz-P6(Oo{J9mVzjwe3N0Ru
zLbFGw(C9HFG<d8M)p=|d)p+g`RePQhS9#tRS9-lKuJHPvC`EteAJn@={c~Y_&Kk<t
zKbZ4N-e$(xCd<9J=b^Vg2EFHCv5!4^d|c7#>xXvVFtqx{qS-eYO}<%Z@KvDBw@j$@
ztre<$+k`6Leo=+*n5fKmqqx*>x46Xbl(^XMrnt!eT}h$;x8g#7<zqyAEqckH&;6-?
zGLmf&!TN_&KZG$K+ho|E>kj;N(H$@o?SVFE4P1n#Krb`|2BR)83bla=s18g+WneBU
z0*i&Rz$&3MuvsV$>J=3Rjfx6_){FClc8c?YPe^iuZ;-bnIl<o$rTDKr$9i9hVn2*w
z+#OB-g|C;hEW<3vV*X!eh&Eb7jL{fsiMmin)P%aDD%2kpVc{qXi$iH>GKxd9P!v`m
z6oi!vim(PzURakXH*BdmJ8VLn6}DZH8GcNX5&onkJ^T&wHTgrF9<Kb8J8XlCvAhmA
z)z}=zHsI?eEK48Tqk}X@XreyC05y?wQ5k8EvPc({MEam8G8l!C(NIJtATKf<xlwsS
zPE@Io6;&r>Ms<kNqlUz3QLDwN(bJOT=p*E+Bq{neX;So8JpN9UVin2c7SF-C1jgND
zqnxo0%QC>Sbg?~}S(dtJHB`mup^Sb|ajY#0V;4aY>xsPBK;*<mAS*TwnXxIzh|3Yu
z<BEmUxN0FKu1%B_Hy}=oTP042+bWUAAC|<&Uy;Pc|4kYf|0Q4lE{Ts*iXU@>=iqcQ
zJ(wh(2Qre#XRRzxE8C-vWvPspphT{VLi$1Z30BBWa71>38!{98ke(2Vw8R*sCMF>{
zF-u5FEEEzGD+PICizq&^PZXQDQXG@GMG~EKP!g4NnY={4kVGZ^MwH^{M_gsykEgOP
zr0_hDA=1e*HSqV9EKdo`rAXF6F2CnIE5#fc+{-yF#RVy;K1fatMq+9d5>gW&Ps>1D
znnH+8D;HwY8bwiQy`sppF>!d>CUIEW0ZC}uMRK2fE(uNjRUDS8d`OB?e3=@D)7clu
z80kx68<1+2rG#b6=j-frO{8ZSAT?t)k}_?Pn7Ih@EKkH|1t2af0x?<fh|W$$RCcZq
zkzFc;XV(j%+1;X$>`_rr_C|4F_C9ey_612m_Vbc}tWU)OS-*$_GnIdGo*MhI=)sT?
zh6CNCk(6gppU13h#{W5LNaS~W$#Z8SF3$=v`HqOrcSB^pA0iZ?2v@`)Op%NbMK*#J
z#X_K>RtQjZi2M{wMZSvlA|J&bvA5!!*h_Iw?3MqC*gOAcv3H(Q?4u%ADLzf@ow<zt
zb9f#|J5hN+Mf_c69_QN%#=hLQC#FaTkwr#`C^kn}i5)^poDf{%g`m<P1eQi3pfmyg
zr5W%oEr3sHmEcv{CU}+(3GSt9MQ)|LM6RW0$Q_Yu$;Tqs;-838<W}^M<M|vLsk4GC
zCQYP*<QK61Mbs~0+*QuFqe2rwmHG%^UW|X0HGHcVz^9sfK-Bobt0oklHL>uhNrih&
z9$ah6;ZoBiIMwtEi)vO23u|@=3u;aZjy1Oh$LbFS$EqJh3o4a=a;TWsB(;{3PEyC8
zOGtJpW1b2=cdcUVTTB0;f&N1y{f8!FxHp-@t=SGP%}#J`_JmVQAQrVmVqr@H7PMr+
zv85OeE%mT(>4ja(O4znc3pOps$xXqg`F+8r={v!uQ7PCoJY*N^xVnsE0%;*t{JDVI
z>D7$;>KOYrGWKj??A6YFAiFfNpj#h~-813PV+H%3`LOG8!Mt7{*!G6NrZ)!Gy{WM3
z&4*=g6)YBaVD92k%<0{X*}aEh*83!R8)n_#V0PCZnBA!qRH*g^T28u2Jt?iB4@K=H
zYDcy*_UvTr)kFP0#=k>iSTE6m<x&G!EH%U2rPi1;;)vNJt}q+%#jKGq%p8@&bTktt
zqopt&ZHCe45DZ4wLw|HX^hch6-pFgvU-A|7hku2^Fr$ef?i|p-zF1E$j>l@EXyUVX
zYR6JLWHF!r4>JB=Lj7fY2ET$i2;(vsuhD_wgdq$j%!oDgCmf--){XdM#@Yzza<J1`
zn-A@^HPBky1I@MLP@mWVwTUxOTXUCu1hv)QL4BNSK*l+zqh2p*B&BTctS<TwtaJDf
zpTCbX{-^Hz)zn{0{f&%)H!%jEQis;GE;ObMp+0Q}wP|a}rX3-fc87R65Tb1ye7AA1
z*~Sh%%@aAjl<*I?9wtw6g7PN$oP5uT(oY!f=DmqjvAy#do~I1c17e*6Rx$pkt^;+g
zwlD``8)M*|)Zar7U_Wy(4rud6$H3r#F(+Shhz(i5L?;iz8}1?Acn;+dcIrd?@I$P~
zp<R5>IdYGG_W}8ee2YG|btCIs%%WzD@f`52K^xcysq46%`n##WpZbUB0UTu>!U^yO
zL(ZrXmg5Y|ahByc%L(~8Yfgw+jtib7gg4|w!VCRk17YPZvMnyMEiPOmFO!eRr|4Mz
zFb^kpg4g0CuY+m!0qQP1z#Nbx)TgHYnTP(1<Px>75Prl1o|JI{q{YeT4CbL2@?p#@
zPRcClk2r9W&h}7E4DNE!zgt4u2~X_Z9rQ6yksEyd5_z3_B6CdK%znr^NA2Y}KwamP
zT!(Uw`WNZ{P*anqP~e|D@L%rm`0OK|<MDYheGzp|jCJUXuucAELO;ZuIU@7vg|HlN
zhtsb}CzT9h789P}cPaEP8}nUO=G~j9V6k%8*79S_13Jq-KwVqv&ZMs1P3{Bo%p<+$
zd1SE}R6q1WUgwcriwOV^J(2e$^g}f1tLQQ}gl+Qa90pJJ%n9+N7ZSx}`fU0kwPcW<
z$Of{994Dt4{r>;_hlTt-*MKnQRw9|?(uXLe|4~Z^p@p767o+%o`T|QCNslo`U(Gmq
zJ-v@D^ayq^Uf)lj;5dDPi;SJ0X59WJqwX*075qy6KkHCH{{esXADEl+U`>t(bwl}A
za%yH$uaH_5^gimT(MF9P`T`I0Fg~IW@*&nxXCq_vt$3Gt7;ob+mCrIi;yUB@7wJcQ
zLa*RQHl^|bFY@@9hu#Ns4)EB2FrltB-|b9Yf7UOWHAtaeE_F&+k7{Z(Qlp)|Ko9+u
zLHZseJVh(1vzDK~iMbxzndh;eKEVn45tr#l++}OL&+haMy@Ed;=3!7#m5-r9DQ5l!
z1fn`>v#s@6-?{X79O#@d2ZL?#4s&zfq%ZX<*X6v-b8?^l!}IhX?y($q=|9|IId0Pj
zd73`RO`ek*^n{*dTU@0V^90V*fw)C4;tjs~f-Un4VIIa`P_ip2*{vQTV>|1xz9y`v
zHT@Q6*2|xIk-QWVsguP|E1*UhHEO8Q#7niEHSML&5OtQ(^H@#KV<U%<?aU53z+Q2h
z89Gn$%)CTr<`eQGf6E*Uvi}iEUgAnAyDl%WPgs`spvL;@QFk`m(4O^j=O+YFD~38L
ztV=fQP{>a%r$!B1yNN5ZI;gXlI>XGy8RO@#Wp>aMU8%iXsdOAW*&5r0=dn%n5vC>I
zVXH)mDd|JD@TlbFq}pod176y%bEtWNL(Uzs7SEF*u81sfLCiHE5^tQ8hT)hj4u@r_
zIH;C`{c45Sr&f+VYPHy{-i)2<o!Ft?k8SEB*s8G_QyQDFnR~`eY97T#t;<-i^&Hk|
ze~1a4AFxJOiPeu7=kW)9+MA{vRyfo?!(r~4F`sv`JQp-|a7xP*M|EuJvAAHLu0M9`
zMqtMbIkwG6!`2zOn3_?9&D=L;lU^M*>a}3KUN_e14PioW1=i?qz_|Vntkge@6$Tfv
z+~6KY4L`z&5m%TQbH^Vt{D?2iXuVo-=$psb+nWA^1>-*c?hx~0_8I77r;$0PjUBPY
z*b|c`LD*mtjddo8m@vt}YSTQdGA+hR(@Kn))?>M88%Ad?#>mW3ESWWdp;=ooXm$Yo
zX6Mj1`xz{r^FDg!evj_CN_72&52^bihxaEJGVXQcZHz<PP8;5KS(Yg?e(%GanOHm5
z7OTyjvC7;RW9Fe)W)X`K?isVhA``<F`53e)!GJ|I`YfBU*s=>fmP6>aT7^!lO=!2?
zi#F@iXtlYC7Mpj_Wcw`|ZIusb;8Dd})W74xws+$#mB;N)eD2P&tY=v!Z0JAO7-G4t
z1(wcp#PB>14B7>v&n^Os?c&j6mx?aCY;@Wcpxv$<ZT59&v2R1OeIFX<FGs`t4XB&H
z3$+d>gc^tILbc<YLZ#!^LM8o|3KjHVRJ`KMTb>smZIE3Y+9!FNnP6E~EMolc$h8mL
zJ7>Vr42u`cL-zt_bT0Hk`@#^kE{sO=!UQxeOh?1QT+}ZtM(v_1)GTU3)uJ9$I*p**
zX{}J^v|T81J}MMDUlod7UKNU5z7h&uekaO5d7heA{CWQUIK?4cw#_^j#@=j~0T%(i
z&bsJyF+rP)6`EZapwZO>^{xS^bqz<2YaFWFl2PfFg>p9q%G}CP;#QAh_f8bL4+{nE
zs|AI}w2<d<SjhE!g1ju`cz!{C6S6&(56I#14mB?XJ<Nfb4CJ%k0P3?Wecp_{S-v(8
zEi`!=qTX{ZYCP>x<>i73FCUb71*6m}3dLRtDDp}}fp;zx-X+NQu0gI(n~>u(AY}Qh
z5;A?a2pPTyMd`kmL}`Ba$!FwOA<a)Ir1?JN7Bx?YvLA*p|AUMMGuNDD>0&urS-u8e
zb=3Ikqte$5Wq!6O@mq)@KMxf61wi2+jy(T3<oYKg+dm6g{)Na4s6=`|vyc|BSV#>V
z6H)><2}yzbMTtQd$n)giqJ*GdcvK3Bfe*P(&Ew&ma+1|#IE>GmS(a9oqn_of3Y4NO
zP#48PrYH!qLVl0~a)Vrv9psCwpb%sPM<G2p0cpV*NDawHa!5InLK=m{&>kTnbeRwz
zIw{13?i0m^og??iC*)^QY^YL&pyDcZ4@WZYCM(DQQTZ>8EJqb74HZxrs)PJcBjkk5
zMOK&{GQymY7UqSNus|fy6G{q?M`Cy?5+ZUTk0?c4M7<Cj*(Jn8jtJ3_8-&QnJ)+2{
zv!aNoyX0e0MC4CIDT;iEaG6t_{V|NY$tdZKX1vAU)v!HES(btbK68!KLT01^(xYZ0
zC5qqu5VZh_QSOjO`yoC$6mik9h>b}`OiVVSV~P<KTZ@R;4k0{ti4YdMP6&<NEeeS}
zBMOdthI}Xrj{T88D@7qO4-i!A(sswugCR>uCu!jC%Gn+TEKd&0l@Y6slsG*k#m$5~
z&I)ny4v6LcJ<;(#h+=+DB=d73<cSDR$V6B|Awm<X5R%X)1SJd!fe8~rK*CPJKk<~v
zFYz|{K;)nB15pb8a-|SJ&LnVLlGB4B1Eh^GodHEGOHMrFPQFe~kV2lQi&*C7L?@Xe
zGKu>?COaW4*%P73fe1;7KyXStf>P2Dn3|7()C%~ew!k-aK=4UjEqJGH7ratW2%f38
z$oqW#z2KFi6ugp^f;Tyy#88KD=>mF56R9BiiPYyYDTU9Sxo=NYnl{4I4G@|>8zC7s
z2+CN1z)Uv;WctBBGZcQAvGC1GflpR0ys}E+nbio7ti^(R)+)g@Yg%y0I!2x%?+PxN
z-wCdnO2IYbAqP_#`;(=llhhHF2b7&g{dC4WnSAD$#n>}P9f9;>{Bup=n`a51JbQR^
z?;NjuFL>q$!6QEk?utaXDzf0BD2B754o-?5EL4nPfnrK<R2(5s3J!|51;_kv1joET
zgavs@VL`4^*pu-vA8CNc7E(#g0+LQ$c@AUmJkI$Qj5`YXJ)rbrJc<qBR>JQAEwO=1
z$pSc+at%f)*I<-}VPR<;9Lv(+P^Q5AvTE3ub-=D{6!Xe9!M5xWY|5^}y6g?ulzt7H
zlHUc}V&wy-vw0p!5A_;IDap-cAIN9^MFIVnBI=hi_N!p*Q>BT8)p~HOHibit1?Jb-
z!M?@`cD0_ER~rc1+9=r6Cc(Nc2bOi^uwXKUdEGGP)@{I?y8W14dl_c6uV8k~mzY!i
z8|G9otDJ14))LZAs#)Jcl1XiOF=OvC#=e#GA8M#y&-k0)EpF4I1FIGTShkwMqSXrK
zt@AOr%>{GXd@#E$1ZHh<nAMgJ)Ak~mv^T)Gy&p#H6ENf#?HaV5hko0A7_@#4gO*=l
z*v#mLtY$s?NFz1NNnQzKZ)(R-JBVSCcLU@9X2##`j6b{h47yhhrhU3F=`)0J-)tE5
zTf?y55eEIP(C_yn5zre*#EgMl=nhmtXMo>DI>7HD?cWB?{*%z?yA93051_gDJ81R(
z4y_&~M$6e332iJCv%NE`*ap;Ac|g9c+=HT%@pli`VDwXeh&cdD83Qg;ht8NTw8xCd
zY-o+yKyz#XG{)SaJ{AZW*9b{zc1p&IAsTCjFt&sze3FLGAx;RckvBLXeonq8zo4J(
z+)OH|n^(tv(8Socjpu-McJHG;b!|qdznuE3sK18K;n&F^Tdxh#dQL_+n2@=|mKWGU
z;z>BjtIY37b}rSzvyH68#?^e!E^>|&q~~~p{D^!*7&%h2o)oq4T3~y}cJn%5ojqCf
zh19hf=Ng!`Tm!R#`(SKh3_ituFt&*~uxT*4OqUq&rfW)Aj$QLO=q@7OG~vTZGASfH
znS0oPySI>IeBV>#pX4+C-8X3M;F#3OF|n5(&>+tN>+G|V9@qrq?~T-_rqOo#FRX&b
zUglsN0B>^Sh=geJ0hA6Gy0JZuu|1B@;e?FsagyaY<x6<uIh{dxl25a8r`Z;#_V9Rt
z$7jjA<lo$nnb*QF{m^AR2jlbs=|{M*xOUW?!?zn!Q|Ac%m*dnuP1uwSsOYDVOCqAq
zd=za?%Jn!QGh%KDgM=q-=!>u%Px+BpdLy}{j{XIOZfzp`z*|?yJ@N+1$2cakc=4=r
z@K*ML-Mj`5G6&=s>wk*+=a~a?iF*7K23-6sa*I4oZj)!oUAD=yJU91r9<I;1Ka&q^
zt>{&-9Ipk?uSj43#dGooJNX+c=v%OYZ?aNvUS?o%69tpJ7N<ELv(7$j<Av0<WIc_a
zp#C+U`==i1-R1Fl@*;Wp5wG(28hM?(N#2&ySK;}2e+In}69$i#e2C3*d=W%am>W{g
zeM5Q(JNAEe5VpsE&M@kH>_4bH2vz<A_n=_R{og%75*V##(hn$P?uTkGjCy(kZH(f(
z8J`c(8(2#3V~i2?8pi4y=}T;7+`60I$6?0KXBf9%XAJu?-sS(i!>Io88Wh!0wI)Ty
zL;peLJ*YegRsMr2AH|lsuG9^rZVWY3sg+Be66#dbi)f@T&`ymWY7Ed>7@@`re%=H<
ziAhHJ+vrK`W9)o_>X+Gc&oXb}Uu?$j=ocveACzGJ1-SMC%zvQ&@EeR6om;S;3+TCc
zQ!|Wua^{z0P)EUflu@IG8cozt<ze(tW00Q22sKvn^Hq5mTi8u@vCAB0_c=$e;3m7$
z8?^Giq+jqGyB7Du_zOy&#>f23xc_UOn@^dK@&R)&-eFt3i2(W#(bP(2U9zZAK#g*C
z#~Nxh@zdL>(Zd!Wq{b*edz>}jK%Zcmm(M<y;3Ut;RpwyaXRCZdC*UW-{ENTvSpRpH
z<xBc8|6*Ib!M1pbZSfr2;tsu-rx8LgAdYoOrA7`l3VCUk(~GE~7tu(Kc53ucZHS-0
zoS(mj4$NkH5xeL`9AQZ=(u=smUh+PF^DTDrOz&hF9-}J559CwwF8Lchp}XuCPqANI
zWxu#YFXlY_s1;5fIW^MgcjT~@xekQq<p9gEpXJ!ga_pfWvx`2+PWFxM^n|9_FQ)j8
z&HU?0w%A7YmJK|^+*y|>AFz(cpQY5-;$^DC%bS<gQ~db~{W0EUsX2$5^Qq^~PYR??
zB<qqujWlZHP@|AnK^b*wsMAC@tb;oJ{OnPz6V_lt*n-ufy;vnWg_Yv#7?Zw+<+3lZ
zT<sSuQ|JBi5vpx|-sbT3tTDAY^sDUW;~e&m$aHW(Y>eGfOYBfvh-q~%Y*7!!CXHxp
z)JVj7jdZNl%*BLeAy#XaV_dTqD>YlNLaQ6gwT7`wYZXScH(`nPZVc(1#GuY~4Cwp=
zeY#&^@eHnZo59_W^&X<~U|urk5X)Q6i8+ilX7N_S@@&_WV4Dv2pVXa&4Z8ENc7`+7
z==oxmUMN=R#bCK!5|-&@fIACfseUnr^(!%`-+%%AcJ%4@W3j<<^cZYFm%&bS8XiZx
z;We}wy^2=jFVSrBJ5fHMiN}9haLAp<`jdSe=BGKtPO?nvSeCU$Tz_F?gfU|ajG8!L
ziHSRgOam}z8jgO`I4m|zMvrMGx@YF2b7l!TW>%wZW;0r6^`LpyQZ$-Ppuub#>SiB7
z?VKl2Gv`HA&;1-#=D!kVzdhn5JGOx%+n#JA>*q7pV0o5Xb9ynC{=;ng4|C{0%(bPD
z<AhFgFLam(p^fX5S}fwxY>|RSi)=Jl6rj$c9JQA9sJ84tmDLa`tj1ApJ%v*1gDA1N
zh+>=PQDpmX@(T*-zdVLpaDmHUv6oDeRUF<&Se8MSrO%dgU27e5*cj8xu|%`213er!
z)Z6-@c3voI=0&4wUIHrSrK5aaF3RkRQDRq(V!IX;(u*muUjfDZO~`ZDhg^qq$aQ=c
zIgTGA+wmu&{FA3$*$>=#{>cOxbz{86vUIa7?JP^nd`<c~2J~}gquOB}DjgT0+>v`9
zI0mA`F&ssXaVT7njDiJO$X`%^yoD9WS=fkddNEmxmLbz=BhsDrAkFy<c?PM@ACe!5
z@=tDfaY{nAkd<V}llm-6E6di%veY`s=<P7~z-cB*oUBmf?1%zqSL8eUBF{MlInGhY
z=6b0tmo#L$<RRU)6ltz?NOkK(irZ2oxvxW_`z|E7pF)Di(}LXNU*reKJ(Le|=N?AB
zycWntvWzSyZQhJEJUG{9S<2l+D0b69ftwNX-OZ8fZij4lCuA}|C&Pnl4?Mz=>Jf(&
zk7Oi!W+TzF2nk*_kbAWw-g_8v-V=!R*?}0JlR~u5P4XW3o+$t1f<LEtoMx;gOGp=C
z8a--Qjxx4O5y|(`LXNiqGQG`^?rnoq?*&Nqc0-bnFA{u0AoqzzyiX$Hd@~U1TYwn9
zDn$FWBFcXdk^ZX@5wIQM0mp@~fTx78z;}53mM9<M&$v5~eSuSqaWX*KNgaPz!EzL_
zP4alm@>55ezaCQfJ?Dx3mXQ0;N4&o?VgtMo9S}$&5EU4YNap861mz<<r~+ZZ%?Rb>
zI3#!+!6DNK3OObOhFm9ak#C4n2nv44@eq2UWGs~Dfi#mU{#?xV$YWVDS*Fw=DH4Nq
zA?I4H*x<Q{4w;9jkcEf{aYuNFAHqVz5E>ebkkAwahvgzDtQ3LajR*)|4FB+z@Qc_A
z--siEZ^SjhC*n;WzZQJM{~*c-91i0(8P4m0bdd&9P82LhCQ0G{CxnR*%RQ8%!VM4+
zVTP~>YlKEPA~@0&L6JTPWPVOSR5bjflHeDW1>fjm_(a#iJGuv6F=OzI*#eK4!{jR5
zV_xU+Kk$hDop81m#b*c+91|nyg+=i^kQ!3VpL6(oS{tCnf|zK|H={KX%G{jb*qI27
zwM0OyJ^bRF;2Y-!pE$06h>w6*yd0kK8Ss!7!d+eiH+d&q<)d(sZ-R5eK{zEmL0*NE
z{3|%ie}{8CSL~8q{QT81^aDvVsfcA8@R&j5d>tLfm?NHZZn+Hp3A*r2G=_KLTzDnf
z!ZT?B+>_klmh1=D<S@7-$H6%z6;3JnSd>zUg(>Y=kg^nxsT<*tx}RLa{M47>kn$xQ
zl7E9^vJ#F-+@+ryW2A>V^`unJ*q@}3m;}b&NqqL7%-Azk1W$S~?(||@(`UgYgL_bB
z%*Ub(XDrP0#sYR6$IK`=WF}#LRu1g5%3zn(f_Yg(u+3Tro2<RC&bmPElh0w3`3r0^
zICCYF)LELy^FXReAvO6iNT6<HD(jy{{Y=Ik*^K{l)v+LN1|0K@F+YDU?DK75m%jk>
z^4(#p@Pmya9M%dstQ48BEGULWK?BSS`Z2d)4dxW=!t8>xFjG8-*@}N-cK*+plSlu7
zOmN!YPnt*>HS<U+b>q_Me`GQ4%3<u8$Jnocu}_g0wk6uIF4c!s=}cIZS;D-`9&^i_
zFo%Q5?D8O(l}BS%c?xEhD_~k)1C#O|7?-bvQTcWlmY;$_`5hRPeGJ3WA7NCYe1Iw+
zsVjqHGAUwxvq%!Pqo^I2&-E9DjQvXJKa?^4tz`UFqlQ^^x|msK2$Om<7}s0DsNR9N
zz_8vI1`T1*XL6NZLpEkKltZ_n9Xbum$P~2ek3p;cDQMNb3+>u(p;P-ibZYoKhgvP9
zg5>8i_9k)E4yCqlDgB2E#{boff9t5<$Tb)(%mHZEz>Llr(CsuLv!T;z1MN;nXmS5s
z&CUR5bVfs+2Af)EA*7v+kaP}0+_?cl#{rtaPe5pY6++u*5Vie4enYQ<eUX%~t#e3X
z5&HqPRUVLgE%#t(pgwiY+o|78{l$y{2V~F~(uQ=1-vcsa0@2W1Fj1B_yhXgoIk*pV
zU>RnoR#kAgitrDI$NB#|IVm_x?r~85n4RDo@-y1l&Q+v<q_MqYsU1vhuO_a6Y2zB4
zF6vX)bdWg+OQ=7}=kQ|^h*oOyMypE<Iq6`GyUKzCz8!Jq#qLWY2s_#8BGODo$QJ(p
zF~0XEd53@dCHVmjEM^&Xv)SGWZ0|6>-KT@sKriF}0qQU18kFVqUsln7S;H879e9%^
zlWKhEq)lefaA!HTupCn?$5xhOs|zQEycte&keO!Znx@D!KX7`2|F@4^=6hcxY>TO{
zQB%)0;CW7Adq;KhI$)h$hacwPm{ZqeE%m9X$tp;uslAizCVK=T;{;5L6H&Iuegi&`
zGvz}ub52NDjw7xlh#pA-;mJPAhCRx*IJ%X;KS9_QM_%W9KS3GKb5=L~hkl*|*4bkP
zuK^a<Vv_oNyWS4^FMF7Sae%sq$#HV>5vO=OEoL5yI=vAcP73wtj~LSznM+TE<+$R`
z$trJxs?Ey&4_EI2CRLHW|G$${_s~5#PfyM{=bQtR159ED7zUUjXOJX<qJpTXm@t5#
zV!(iyv#zdd-0Z5mh7Gzd=G9gCf9?$Iet-Xm=jC?axqZ&5Q>W_Id2dzSC#dKrQS>Cj
zpST^I0xyE!Y5;$?VP5rK>Ht3{Q{D*l`g0jm)#YaBJP95Kr@<58sdIRm<1>IFvEcy&
zbYkQseDVwG=G71$8e_*BIV2A?a2C|bTLjwMIQi{s0K(sT1U#>9{M~RReZe960el>D
zj5$c?wGzH==XDx-o(C_3SHWxN@H)pgz+2!Q@H_AaXXb_wCm&du7ZSun<T&Pq<im$F
zvQCCN`Nv8Y_wNBX`7@M#X3PUI)_$<&VHyS>GP4F`W>1h3zSol-c91R4Auk;zW1S#3
z=ba?vm!Fg8eg^;WDLlyE$ua*1|L_T!<wxY1e<9QTGnw}LJa7LKhR^H=`W<G@tUoc<
zp%{1v%<vEF0U-m1J-%ec5zJCZhKI<9wWva03;ahndGVnBN`Cnf`Q=~8FF(MJ_pswn
z*zrgBhu_0L{F-O}Z^J*lsl#OZcjB^#u;6*}=s)4cFW@EE|MUOA_<k1m{SWSx*O-G5
zLiyq-TPEcyL0=sb+R)L5j$vHCfGSuFAF&*MU=1wGMs#dN{w{a|V;;s;gvkwr%@M+f
z{W$sGU}GM^W2f-y!)W}!IIsUFZ21Z<=I_jn`7?7c{)jJrtrW_Whpr0rG@_$}67|Ci
z4C`s^coI7vr(Pa|pE`{lr?d^(yUFw~CycK_`(c{Vo$wK-U?E<HEBKH(7~hb?&&<I%
zKM%vO;b-s#_!#__y#F<P@e;mxmbF1o!NokzT#!duqjU=X;X(5Llh|=TcHB$7oFG2#
z#*RC&<2ZKQ0S|H%j_h{ogk31G;s`v!Nh0JKzWo87;9u0#PjCfi{|lr1XTYDqo8U#_
z;tAs76mju@Y?LJlJvo%4lrq#JzXkbS@E!f|9mD9DkB$j+Orc{9IyNDDCy{w6-RVKN
zh+DA6U}heJC3>B+e<y1G&GGDi@s&MvqRY${L{B-+P_XyIlidX`bq8yMZikCG%$_wj
zQ71R3936G&XhnJ#I{MKu1PeBw7BPXIW$0Opjtgidd-!(%HsnU4<TzG6f`?wAwmt^m
z5Ix4O!!t0Jx4l94_9VEU?&TQYZ*!$fwl|^E8-1bZibGlkdJ1&8U4<^StJfv=t-9F0
zOS|p+b&>tBE_9f$oeoR1-C?D+Id0Siju&bR`?YLxI;0KGcWAxyLt5+dvexhdsx@vf
zobK%Wa}Ix^Yki(>{(f-8kJ}1e+(EjRtIUqN($%cXU3|6I&89tWiQ46!rJd~6vfZOn
z+dLX{fyZoZF?DH^X^u9UMzr2Eu63p<tue3FYV$U&G+(Oa=IgY~^Qb0ypY>ASWxZt9
zCt7UzP7`o2=kZ1;T`;#9<5qJ$pAQ6cI}L<?z_#617wz)2X#1=nU0{iZyGhXoORm;g
z*#p8_t<}~>t+KXhg|$b^tpl3!8r7uNVlDAnr3vpXTI7AP7J47l0-xJ7=KFv~eP7h5
z--nv#_pL_!&;A!LMRE&@;xR-t`Z-?A_Z>Ed7TB{HTQ>Tdwa(X9tNp^^ZsN7fKV4J)
z`C95<rX~J0nh0ppqJVZS4CvE>fFX?qF4Sn?GK~ao&~VT$4F(_3K=3V^8*-oKggmGI
z&=1rX_BDWiIESa`&X31)`v-f$4!&=SVaSC&tFUE7h?}NDtZ+F&@HkN#4^7sB&@7Fy
zPHB|6F(YAh8V+mG5NnkN!slu(b7T5#OVkG!(-W~n-4XlM6?v07Bkxg1)YEE@`jgtD
zzXa?EZ6NBbPA3tA$#6j6q7=%`adjfx1NJPzmWfCwI2}*;96!yA4A*c}oCc%PG!T`m
zIZ>>Ch^|s^H0vLt+teN1tIn8Vb;K-Ed+aLBj@_!(xXaWMe}kIi?^aX7li&|(O!xw@
zJJmTnkV@X2#xN_L;T~AW=VhE*jBN|BWh{=l2XQ71#CdB@T(J7$qtz3ir0)1kb;cK{
zBcWVv3ALJ?(4y9aF0~{Ms5x<g8k3f*A!)PfllQ7F<&bJq?o>_c<KQ>oU*KoJ?8ua}
zx+jC-R3>r2aAPxA36^kf0k(|bmqGl}pX{cdWQ)3z1JsdhQ(JPpT2s>0l9H?D6xJTF
zUaEohQuV3rs!Q!xZQ7V>(kE4wzEPDK7po%UT2*8oQ+eiND$9Hue9q^ez}acsiOz!z
zGcE!fa>=_nE(G(iYXHCWg06IDwWoWkHQiUu8KG*-h*5n;vg$H2Rhv<u>Wp$#W!9;Z
z_k34m^{PB;L}l4aRGPD1B{{oQoO@73xp#omD$IQo{FBc=0(R>HN6~vAk62`wu?8#w
zV|*Xvd@uHOW|Q+|JE$q!q=sxS)#e1LCMQx=ISH!BNmF@FuF7&tRGM3@lDuXW=XI+n
ze@KP-6DlZJtNemp$}7AY98qrJBg!d!o#SWVKgum&wJf+5oyJg{N3>d5#5f-e^SPgM
zo!HTeJ&jyboA0jb0*fjN{8d&EuF`^774weqBIf5578a?Xs8adN&&ez5RBrKra!63J
zOI9nZWT&!9uT*B~?aC;97`z7l0e(<s2_q$N6FQCgNSnY^3FCY)0J{0!iY*QNy@t;f
zB`zvuZccHDuL?^;R8ShFywXJFmSrfXEMM7W<;p6rS7v#eGRo&Dy<&mVDpo4Ba=TJ0
zuK>3yx$+?;Rldsc@8El-RGgj0b?Dn&N_!}y9>BbEe87>VHfrE}HOF$!6<0W_pwg_o
zN-yP91uCm5LYY<Z%BW6LdUdYSs!NnwQ=^ocRwdW;DXDf$iM7j=P<w&mYxgOx?iR(?
zJpg{8*xJ7;uJ+%GuVLmcxElF8D(H_YdEN|$KsRUwHK44ToTG+k@3oBk;bJo2V$$mU
zl-dxc<c1g}H6$ysAxjC3yoa-~QgMw<iiL}bX&O;<)1;!BHY>8}GDS4s4DOe$`6bz!
zK2b!|cZzIeCpoacidaC;GB6)qb3g}ZL}x`E<*!G71M{w%$p2ehl*GK4gjR3G%??uR
z><Gooj#u>TbVar0DYC6h5pDIdwRI?*MKodUixt|=9uV#90l@>zp!Rze*!}|eNI`Ai
zDi{tX1YCly4d_||M$p#-SaPL0^p>Kxpqbpa75#1S51sak?($G%w?(#YKZW;%DU5YW
zp*_h8>B&-XZ;^snrxe)RssOkc|GtIt?OP+CzTM!EynFAKSMRgn&+_j1T0U?v1};Pw
z(<ZbKeFLBqKy9hI1s}|Y|7a)o>>~H-A^+|t|D5Xrmtt1HpqKmy1LZellkZTRe1=lx
zJ(MS}p>kP=8$q`$!=sutyh5JCJ7pd|2#(7%^d$I$%!6lS9{5q717~#sx~3@SDCk4y
zY`}CYm3NSLp*y`7{$URK2g(12nS(!S2cP05>%v*GEcDT=g~9S1kCb^l0c6TFUL=q4
z8o7_R$!&a4F5^q(JibLv<NM{f@HW{mJSB$(ugh`4-{m;}8}OsnQO*hU4T3Jv+zAiX
zO&s=72Xo;chRD6<p?^O5$9V?7m^lcO&hl7plIwD-T$cOEX?ds|mq*KCd9v)6)5$KU
zF)hcr%PGL}1z;_>grK_#oTSh%LwbA+z69TEIX)f({h*zn)S<f+-3AB5mSu`vh<@}2
zPNIJ~a}ZXs4q~mNoYs5DZv8BR$r~`x*bvTOBNn6qI=GDl`9>VN5kVXI;l`cdT5vbl
zJ_`Z$KKK`%!gpdhm4<<_9;|r){$XT>14>^+3@+vQJ3kLxjsA7$-$V|20UW?~dm6MW
zB)b_{AohHC@PZu|*+4uU4mZ8sbZol`w%rtLH^O%F<K6rD`w^~v6uiyv{sF$$0(1_5
zcKlt7zl$emhm<*CCHXgc1No`fHux8c;kuhS7`T+dGabAmaAR^6cI?NFE3m_O2zI57
z!Ds?JNfs#QhDe|t#1~g1@ajF_M*e;hyv((K0iSCg)zyQ)8}WD96zzaACv8CgR`g#;
z{(Uk03p!as&+h>4WPs1$6WoA5ZggP);xRKX<rXjakpKooHU`MpVcZZ6GWsY1b`)P6
z-2xDD<T%{P6W~qo(eyl=+4#F^4efw3r)-A<q`ZOXwH~1EulYax%WddA3XTE9OmiYs
zuTJ2Td)ye9;*<NWJS6mo6S2WrB$2Ri(>X<he}syDWCg$%kKl_(?&tio;0<-Hr7doz
z4tBr+T}%v8Wx?q6;xZnO%Ha-l+y(9dxR8XB-=723O8PXzi#*BkX(u=leDWN1^P(SI
zh>eH0sc;shBvEZ(KHSAda0R#>JP4jv3-w$<9p`X5;X3-D!^9tDHBmkXOr6$g=rVL*
z_VoOdmpK}E1-uGg1HS@qfVb?JgW}5E5Kp)eUy{fO61fZ}^jDG4_P~iO0TlSJ2LbW<
z$$ey7#@q{I?t`)Z!k7!<2O>ZU$R|6kV)jOhzJY)E68_<g#^63C;0Bh#N314$+z2PJ
z6^>vRyu@BI>nq4zuY>!zg(vKHlI1>39{nOY{GZ_^zJ@oLS%+e*M|mB*0%q2K7#xJL
z4um~1n2+)U`Q5iXYyXO8?Pth!KT|y%OB<PDA6&!`^5?@xEQTLg1}CwaDKQ)2Q???1
z7p}Mzms|-iaRZ#h5%Tx@u;58JgLiP_=VaeM>uIzYcnUlT&f>oF_+feu#w?hM0Lm4G
zzEpjHFaF3}kYBSF<xTj9Uy<j&s$t|WK)$gb#xmruM*c?RZ$s`ydIJ98F|y**I!yk4
zC!RP3XYdN)^a-57zp?5pyul2N&*$}jhb{k*JsvaRJ8#MpN?GF3m5H8Wbkrcf1umi!
zE~1~X97ZzxaZ)c2lJ}p)4r3n1z1VSrjQeit<W3s#F??~9zub<6w^2K{P@}h?_3$|u
zpA8!f{eJ_$2d|R%KS$pG1im=UdYFgdr5<E1$Vv7ExtF~EZtS>=y#F|M+(Eq@B|eU5
z5%Q<tJXRxnBRs(lYGN;4$kjx~&2%Yu;}v6u%Inn9r{wU)8-~tK;|h+3{=WixPReUE
zHG8-Z6J_zD93kk5r3~rl$VYxT^6QY_N(noW-v{F}i2O0MEkgbja#zC<Y=(>2MR&Rn
zOAf(B+<|8vqLvKC>LXaZZ@|o(pN+Rae|Ap)Gc+k$D;68wkPG@eVK4lUU_(y=Ix^8w
zh=(hXT#x(~qOTJjeK0?R=oo{Enn1@g_>OgWVjKT1feksxt~$mnmHY6}v&^dclh(sL
zt)s=QN56sh+~FVSR!*AG&GAN>_H~YQ>+n*%1)b;$L{AiYlF^Zkjv{naqN5%it+a+t
zbo5d3A@s~g$71BJgpJvRM=oNA;{#ejeHbf;rf3C|cE8c2{XezT;RkSb8o#1TJ7q;b
zUHu`BSMc3<BychNwCr{==|VeiZMO^21@<x8?2xLB4!K(ISgdu9Ra)azuhmYiTIJNG
z6;AzH?mVn1=Y^Vdp3)MR^;+z*Q;S^pYuxQdEpWSA^W7fTnEN{#^Y~1orXRrBX*@@l
zdcvRbbF0}8cJqC^4|5-|XS1iXHoJRjy}O^*c!X=EN4%D^SIaU}o+eGDT577+5_6*_
z*t2Dkxm)Ar0WC0(X^cHvMm^VP#B;lbJulbbtQ$07xl3~`PiT(iH|n>Z0Y8DW(>NW>
zZ7h^qVi?>DFu0HPoLh}OE9h!hSlzVDV%1VhAlyx)#;u83XwB4oYk|hBWg4~CXvC{Y
z!(Qzg^y<@q*RbYzFH*nvO7;3|QIF4Fb@^VWPT%9|@OxD4es8JWpVfE%KLPj$aMH%D
zH<F<M*dE2OhU0R&_@&r0fi2?!j#}so|KR5fhZCk@zgP|WrD(uETXX!2)bC%RzJNOQ
z1hl9-pi7<1jp+!SulB$x%?{eA*5EyA;U?G=a#W2WkEk*9bv1;33jPClLl?L^njt|9
zK8PjXi=*5e7xR4~_Kaf72(}D`cxW!~_wI*_=?#fgcSwS|LekY4ny2<q-n|gY`iIa)
zwS={+Ijm1j>>JY%zC`u5b*i)NQf<Uls*b!JJgln7U#cqV@8Ab;mha@<=)E$5Az32)
z510fC_&&n<0c`2Vmfi>#IGtJQi11TeM3`D5V$>3utmeopHAeF8g~)Q%N7kw?szo(X
z-KvfrQdRVXDr45DJa(tbVh^Y^?l$nCO5$EoN&Mfy_k8AUW#CqHUY^8bwiNPiun5dc
zMnC8J;u&k>m-bjkwZ@p$9OJFV*dW!%Myf70K{c_w`!P0GRdL0th^tb0T$9S;J5`!6
zppt}zDo$LfA|@smCc$hb-J<;Dlgdke8GOR$e*^B!;70Ua!Z2eK!{KG=_y7#@ne8^!
zi5+d&*bEvHJye@$Rdu4jDigz1kr<=0#AKBwWvL{oK*dSrDoU<bVRD-aQu>vjI$wFI
z%axn9RXJ(<l%0OFveNHYX8KFuV?KWe&MG_Ytgb_!F$`XpNxlb0!5q-Vx!L@!3BS}~
zPj#xRDpEaFmdd*)Q$tjg%H9WQ3Cd4PQ(juGa??wdlU}Qwj8<i5^eQWJRGFDm%E;QH
z^sLL2mVJ{_v+q+%_6y)cK7XsUEOssfSEFkuL*Uif)I$#O2YUJ34w|r~mcLhWEX#CK
zF>`YYvb>a^6{y@So3fdola-aC%<ODsWEUwtrwTMHEw@{#xg$!+TdL%|O-jn!tHk^p
zl#tI1!2IXHU-<lu67!gQ01lvQD|%PtQV)4Na|d03ZD>^oD)}4R(!e3vD=*JO*?AUa
z=J_cjKU8V?(MruvQc3~uz$_?GQbC0h3mX9IABu()U$j_pMH>{$#)&b-*DJdCgrbU{
z1t0MFYsD0?lRdZ$`J3};4+Yc%=wle%&an|xgA%~@Jjy8|?<jIrTCt~6N_>=D5~ReE
z2ql!nE50;MaizJ6EiF|{S)HQG+7wkjSCQq56j8obw({Kyuec7}rLc;p!FviX{|fvp
zTN!%}pkqBcCeXoFtJ54%3&%Q84)ROjK1#`b%Nh4qI4QBxq_|4nfl(Ep=&CS9RmCW>
zDp?WLS+Z3ZDZIK`VQ?{_HT?>yS)kyW)e5TFrNG*2z;OlCJ}Lj2cNI|cg#xR8QcyLy
zKYEPyU<=VRw`_(3YUEfAO3<5I!I+;RadI`!erxR%4HpwpKTEa-AB8mpE3|<<AQ}=B
z+?cK)$g{x43I)K$_`}8cHI2%*i9H~icF4QwDtR^C0UnpN>G$$#JR|Q$W)L^<3<F)u
z&@~TTy_GW@P#s668>tZ8nKhKZj@+|>+^31Le~UBx3H(EwRsL=M@@or|Z(EFfc(0T<
zf$Y^@B5Qjc=#Zs-ShG4N<=Jt8%<Wfz+huBh1iUG88>^Swevl_T%m(x<ri_E26Mapf
z8kE-JgL?RnM)Hnk_=nl#-|akq?PLyo5Bx)~r!0NmfPFCgZ1SW-Gxw!~0-5@%<k8nE
z_r5uD?OP<5z72BjyHrknH_Nf_0Xg=*BB$O@z*lna`BAITHJ@@CYr&wBSZjt4D03mY
zGh4_#+u$EM$iKVM-^U#IIXr_Nbe3tvB=-@E+(vxmIuat6ktjKhB*}3kTMi>7vKv9j
z2tOJb1FOJAB>0EGJ>YqQ?=RpC`1kalK*RXB8#Ghi8c@<oJ3x0TWsd7Xe?R&M&_9g+
zQF8DFj&dFMki)nqor*W$M!zVWz@}rLphKIWp-tf637j`E2qwWca23}b2TyTBewQHp
z9DFyu9&8Smwu45%bhH0*K=E_QzlYF|UY`Z%UqlYLgmn;84zgSB#!cQ#$6^6K+-!mf
zZf>-z;sG7oDuR7APF+PIRxJb@z~$gJu073f-U6Q@<7>^MtUX{hsKIpx2b4*f6GvDB
zG@twzy*^9ff0mJhuY?0wD|i&J(HXdNqrn%Otqi<;82|;-;YCW@xWR180R;Ls3bqXg
zZd(DUk8L+{%}K6(1$@l!zR&<VyFdf=T!!0n=Ftu*bJSw=qt|B@{L4D{mrdlrThYA(
zTnH|*1K6<#J1)i_m*9`R*l{U#7z3hx$$&c9R}1jPJ_@t%0&q2dzY8Aa89;qp`l<TS
z+lrZ0_&a|gF+iE4F*yXiKAX|M9sXq(Ixhy7f&JhBxDrskI_SWB6jug9CI-c`;6}U|
zoKi10NAZA?*f>m`9Bu|w>fzO#zZBdGPBDOc6?`x~52p?jizn%eD03Ws4yC+4=r!-f
z_l8bG*R|jVa5K0CAco|J!6>)`9CL&dAx5Ux=Xk+~1d=dd$4O%2WF_bV6JQ%a*!_2N
ze2U|*)I3F>jBaBu9Ah0+_#Wb)(DB4&&WDg~=rnX41N@AHkKdic0~{X$4}(X*qu_Ds
z=SdTMh!rjbJ6?zd+yq~2066_6g6gG9;4cvTGQwVdT(#&fKzAy>j-<@~m^h0+yBOuW
z6Bs%TUAT^fcV-^SGaR1<&x04hOW+p(*G}^xuTwv75huSPM&1pA3rS=`J$3Sa8}maJ
zz>5%Ef4%~41ZV!mSOsAZjQrnN2V(FK#{MA2dYE{af-JJrQgYIIxQI5mh+gJm43V|Y
zCr6$jPhAElVeAXK0iIy1J|GKwj|}i#g5~#A+;7Ml-^OWg>S?mwKfoJ&K`#HlbtuMM
zjAy`%{_`A!D>^Oumi+EZp0)oA{^6fI<Nh1D-G}fGAHYBSiG2I_<o&<Fj<>PnO)|LG
zvEx_R@k{J@h5YViGQ=0jGoROC+;tZgoF>bA4LAOSocc$q?0<WK8gntu+we2K_*#yX
z(M)FS1J@D`_mRN-l`M3Xpu^Y;qXoBj;{Ja4fnmyE?1wP{PcVh-Rmk2zSZpIa_K-jC
zhc7sU7miS!C&@OSC!GF_Mc-1zXa64<Hv9xW2Y&&-{_h-&Kz<d4o)q-tp`(nDs3Qbh
zk=RKV-H+@cWRD?x5wa)YBvui+8>xZqgz+V0+gH(qZsy<Ja0bRMrEkGWe2!)8fdQ^N
z2c!Ik{`Y_pQqRZ<&zUKQ4`m305{yHBI(8S(1S^nTPqS=6b|<p?kUa=TFpBJP<WACr
zSHTr*B5%JC3ofTCxekvU<<o<7FE0}<pOD9YkA*xt0eit2^!^bTp=~s+`@k`LaXWEw
z7%t{UIJ)bVi2N+%7g5U<$gW3r3*0~lTtqMO2awHP6xeYI^|FWgAiH56cJXN^SMNa5
zHoUf#$hd%r+CsE#LHBulfX)|z(aepeNNYi-6Xh_Y$D1;QV1G37Q;?sH)FPs;68Uw=
zZ$W+sp6^Be0P;tXy9h5Vr$#owL+pfy*oQ?o5Vd#0N<0b|@g{%$4EzV2oyKd9G<|2f
zIu~?vypr#9QRw5{7px7s5H4mrb+VN@*+M(n3^%n=#b~I6OQ}OgGden`fnIbBqGOB}
zy995n)>5omf}{yNxQO}~Ct4R$;|plj3uy5Ru))C7bZK{S%emf@+X=Xc&)Yq?rMcK?
zvz-UJtmtC@N$O-3?PLY9u?#z=uwyB9EWwV&_+tV)77-r{X)g=VHbx0Y?KWz}ZnuW*
zuhx+LZ5nWR0KBBRj_~A8Uu&-O&)}>cqAN4#_A9)3qyRSac`e=SD(qQla?}bJv!)!q
zwA7LH7f#H7aDsnu&d_}4JdHWC2E(OF^IRG<?9!?s*KQ5E4rs31nC7@ms?UABdfj)a
z$Ky(MdEBZ_j|bFYVwRQZBek2q0q_stgfIM)KexpIZsm0E2KO<^_r*R8b+BdJ(?ttS
z@DC>V2UDnqO)(lYCu_i*rMcz;%`um$&s?KkbCY^J*#pwEU!9)w)BzXMHfya~Ekupw
zfSN70s>yOvjn<ddVEq_;rv|UH9M9?qdJlw<?}bwSF!Xa=$oEmY`C)7s^0Cv9)g2zk
z3U3pjUaL*r);M)p*?+;Bt#)gX+Po?>+pA8kUae~O>Q<BYkQ%(lRnOp~)@Pe)eD|r^
z_hwc3-KR>w7gXv0A@~;Xb}Vo+Ixn^1g9wIJkqq^~JU$PEGtR}9UTp04bB53HRJ*T_
zX8VPx)h|lTeu--GOIM>`o*MjF|G-+MTGlGn1azn>V2&!`Vk!cct1M`XN`o&`N$`y-
z4!K7~%!w%q`Ll}HC#HyfdW*p!^zG(0zdjoNCx+*1fa&Av<y<GWwd0%FA@=Y&CN%|F
zRUaInx?r1Xg4z2ZI7L+<S*i>vP<cqX%0lZ@8ai7ga52SUqbdxaR6+PA<=gfuFXDRT
zMlj<n;u-Kh_=@kmDGVG$*UnhtAPyhI<A2b{=T6Qstskz1aUQnR+1ykeK1-G1zACqc
zsLaOR2et$i+tO4Nk*mUp5*0*LD?hSXd6C`9jT%;V)DmSyZ%}5;#ma~|r1Thi+}Nj-
z7W*#8F9C0kk71uZbZtfN3U2WWzyRn5vlGa7IA4!ns<EXa+DT>6W|c&HsVF*71<~Qk
zi;h)pbh2_{vXmWDsI1ruWyUrtBd$~Faf3>WpHOPTI;AA+R&v6%N=m#_iHT2uKk)er
z@H6MhyV0{5os-GLVG1z-+Cekl>yj8}^7k@O9B;3Jcn{^pTa**eyC331lo`+72k{9?
zOW^$viFry*EK^ESosyH<m6SYJiOJ(iNLi!!lwFGBg$1#x#}t$LIQSi(&w!se&wT?u
zyvjn0Q>lkE#`&NX)bqWH^JUml1oA*Ob8|A2J(Zr~t<;ntrKH%DloF@J)D)1TgtQXH
zr`0Gfy;ZU4{ffz0plAlEQ5icGnR&G$GVcJ7$(H#J$A2j@<43^yMf9ve=Xg5xkU<=P
zCQt*)IadU7K^92Qa8^o&SxFhZe<IUg@tI+Y%ZyeGdl|=MWhy$0^$*#sf5>M2Lr$-3
zIb#aXS)s7p?F!AkQX#oV6wJJw;M}+P{7=sPN1-{)`A7DOOxi;h^^i@@2^v5p-%CIq
z$lyE0R8o$;;#nsZlV?$Mp06VFf)$Y;DO-NL!t>J=mY=84f^vnhmvL}mmx2mM6j(T=
zfWocvFS-KUF25pXW){66Kj!857yh6C=HzTa|0Fs_(9xYc!vWQDEC+=k8>Hql<}Tp5
zV<EW@T#OAaCalCup(OzdDG66_X^etOQxsU5E&tLI`N75bmbJ^LYzQoscll;{mG6_a
z{8sR=EaktFwd_-Qm3=R-QgVNEPvlV#=;=U@!2wkPg9FL~8R$)7NE}zfxVsGgp~6u?
zl^zPHvdF*6SH9Kk0a48!5Y-7FLtfSF0Z~&WOHC`7E6<t<utDaUOTo=D)tr<^%`Z59
zEOYg@;H*}oX90TpifE7EJO{*fKw>GJQcK}K$|-*(xkokmZ!P&py(>J5S=L70!@-_0
zvzo%>*%Tu)M54JVSEi<Nc{DZ3y{SiTP4ng2v|27ryXDk$NRCbS$g%NxIW>L&&d9mp
z2Th>|x<Fm%Y68`u1mscX40I==JGut_b?9$Ee>2aZTb<<D?jetMi`?6N<klW6*Y-%c
zv?s`^JyVVyMRMq<m0d>%&K(BJz;+t_L2w*AMc};)J_p}v5qjoU@DbF53Q&Yz!kc+U
z#6Ug#LlgOL3u^${(BDZ8*6j$#;tsdsDf>Pzf|;9JKR2F!Iy9q$=_iQ#5!BC*j15la
zOz?R#*bk22^hd$3xgmT8zSS81?Lk)yV0sg4&+q|dPNU56lsR%X`Y8@un915l4vI*(
zK?gYwyWv1HuyB*}0fBUKbn2sY^rJNFQ7U#6L8JU|Y(B@eU@th#wGV^W`RzZzH`D9E
zI?&fhd8@#A4k(c_M^WaGUi72aI*9%ea_})YfQ5E+D9+qqJP2q{IyfstvoANjU>X@W
z7=!#b8rvjJo@@pDc#`^<ypU@Sf%~}rW$+2V{fd2{=@&sgWiI7%V;)d)7coGYLkG~0
zUJJ!wx~^Q7unuENa3^4;18`x$g&k|K!x((6^P|%Zfg_26A4vfO{6>7Sv4?YuI8q-Q
zuHu?I!82U{KKPfq(Af+s@pnFMOY0{FhG>JM=tr*wy&e?7X%%|cfsFuB3|G0?*~6>g
zkL~W<e5scUvEw5Au?IUYj$vS&4hZmzDdfe(=EVrvvlraTfZ;TFlk5Mc4os}W-^KVl
zlgr{MGh4;U551Pvtby6U{F5!{+YWYtJ>U{>DYy*m1N$8rjJYx>H}O!?0w;nU*Ab)F
z#{uf(`fB(Q6dhX3`5hdok87!qYhU8p_tZ2%pEyDtETAvql86=L|CHB)Ubmh2-q302
zy8>Jdt_6r734w0`H-p1~qUm-g9#Z0yW7N%^K0GkQjuVN1Iyun<DC7x*-@Tu~{2ky?
z@TzJS!av~eRCGtJXAa6%^k0O2ql{MqL#LtZ7H|X{19zRnJsj@^_k#z(L*NwgdfEl9
zg1ULi8=fK@q=ItLMKX!9XDHm$6yli^;Bl3%qz=#>w~aPHnY}R4{TgH$dT#@UPA(<U
zo#9)kM$*?AKIBP`PlIQ{^Wa7BGI$mI3ZJ}*9lyaJzl~y@Ob!qAX@Gwq*#5W%;M{j{
z;=6Z|<(%gpjH59p!~z20KcZm@(#TE=&aFjhf{W;YLFgw-8ipU3Po6%Z56E`jBl~%m
zZ0HYUW4|RkdxuQzO)}Hhao#V<xnIF(<IS)yl3g3T#|!816i0)L_`f#%OrH52&)UC~
zFIR`dMI<uUBpd#t1U)ryA1%o5M1DVf#1QhwkiQ5TXp)?H6|y(LOKc-|-veK;A70{m
zv>zppe-Pf_Wiq`_sILF;ZDub}V@DKYPmJ?6{2PD#6MQTWGGi;{3BvMd%94s}^UzU_
z{5o9U3a8Qur(*1fF$Cu^hU`Vio+Knz5gHo^k?mC9C4|jYa1w{9&J$SjB;oW&^7*g9
zS*m#kx1O`%TXcT{ehXfeGga%!FMKIOIAw^Z3>ny72rp29w0dN>BD)hlq7T^v$ef4F
zaXh~ijjP}!HWE%d@xtY>57)s*9HnL+rdj<Gt3D;ve*!c6U>L{m(EAa11JHA!&z^F4
zpvQ`iKx~gheiBVDi)L6v7GH_%dL*|Xy93$1$exSLd2j^_sewtljMa1<TWHd|@y3<Z
z%way=OZW0D_zSuGcYx<N=kPIlUjvT=qnRBAH!%m}5WYAF7jqRH-2wJUVP-J$bC6w(
z>`G+UA-fsb?L=V@^5#<V5o%$ah?t@qU56Fh;UX@>D~I4Bj&tTwxPrIAzrfGr@@J=E
zl;3D-Mw6$dP&R`OwukfZK!*kS{>Zn%b;KbtjmXbIb}`*`1@ddD{U+qMA-@~BbMe4D
zYGVS9U<J38O<1!V&s+^ha2p)KgWwnZ)nFFC2do1DPowj0U`)T;59lH&54Qs1ViR1<
z2Ij@ABR<zsC#&HfR>424fPYwy9m}v|5<8Y+2U#}qdx*{fJTV^*Vk!TxC1Q7A)qXs5
zGcDR+(b%I1er|}^97Ml?2kFudGZfhG!7T@DrmJ1Yxz&!0x9KmI!Np7xpG)9`CgAB7
z(O$=i(FNEsA3MgdV-!0^s25f}AiEE_!+2zo=D^JKQ7gUFUJp^!jkmjq_AYvoPU@qJ
zcG`sv$LY!r(!KAta7zR$!BW0YaQhi|bI?LZ4|MU~N$O+-PH2eO7$imquwxEwwjVqC
zh>u=7=0MoBs@tA95cbT0a9E&rhh>`WxJj*!m#D?*IyE~TSCiA@YIJ@_jV}KL-vidU
zqw{hvZpCz|tAN3M%%__lvBEvf;#r&7NrP^@_rcjqeJ+9Oae;qu;oT1|De7>|QoAef
ze{e0;Y`1E)x;3iVtzAv-{c3a{RlUcg>O3~8*0e{}rfXGYI<89d<KWlebMPNP?vKvh
zeheuBD1RWsE-=XFe$Mq^OBc3ud9wF{8UDcx|6mSQi#bxwX7*n&r>fDMtp;<U>O3n{
z>shB7&)KT>>{aEgd8)81RheajN-cX-Vue|>9tV%B(E1y2MulEK@tuAGecOZZ0mF`Q
zZnZ<8kI$XKjC1*0E4DOyJE+;}p+<{E^;Un?TG@Ni8m(&P##CC<RbkCjxmStGyjcI>
z#rg;DE)~JW6!=Ui-)F7ze0M3=_n@-<?f{P}%kORQIiG(7>~V*#&FGy9#|Jisz@QVf
zhB3zEd_DHnVoQymi>lyaDtx_F<{P9^Uz<vN<5c9EqC)nKDex;)zF&p%{2P?x->&R{
zxyoXVQf446DQKtCg050(@DZg1KLXwWpYi=afV>-B>(RM5lDs<#|AX0lW~)opa=wbc
zS72vZkb_EsOezYrsvyu$c|q)b5EP}Hpaf+Hr7J5qR~f;jN)M@3TF7jrhW0BZbiR_q
zRwyZayAs0>C?WiI#oJCP&h{(tDW8Af9C<f-R-<=3ntU$?AAn|1$M;IkmthMjr3$en
zFU(CjVV=qg^HxS!kkZ3!N(+lsYIurL!n2fYD^ilJN{JE8N{HxDeB`KNBbO;AYOA87
z_A4stRz*fX1bzwruBhnmIZxh=o)zdEizN=@h=F+WZjM!;jB`cULTW9RzbG@(S?Q5x
zrAAtn9O<vb$WSFjMkzijQE^cjijB@!OiYEMV;U6|+oj0Z5k<sJ$`-dp;c@#E#=gN}
z@ee9A{uS^yKL4BZ%(qAX6#7OIs0Yx(@UIqB@VOX!^7vaewxolUSO+D=c_=>4qPRF8
z#l!_EIxa#{@o|cbPgO)hu51aV3Qw$8SYn4lnJ6EUv_!#4n-r9MnF5n<Rsi#I0+N3L
z{;I&F?-Z1DRvXc=7@dPj)I&0H0IEPK-wQxCe@h2RAc60(Nv?{5i-}D3l8v=e;mNFj
zNQqHs3hN(ISpSe(tf15y1*WwrAZ<YYX%q5G-yq*~_FqW93EVGl=H+-ZFUKeSTlq34
z$Cwi}j?OtL)B{6Lg9EAnMIe`R86X+NrIGi5h;%1~XP6X{VNr0VuYxi|6qp&QfXoE>
zXJyDQt3bY4Rr1Mhk#}~#yt2n-%~=O7mL=x~aGyMLUev7Yk7UXI2AtJO^pByhH=TL_
zHJ}tgt4#AhX&e(W(4UF^EOIZnn4nxY`R94cH_ux>`GNAz50_VdEJ&5LAXk=xa?m7C
z-YMl-IA7+%)iM=c1g?`u!QFB%cm}-3=PzW+|4~zvZ5SP$=x9VoB`5;9AcJ$s9OJUl
zpNsx{#{LE5|3%L7D&ak#r54~TPu3}UvQEj&IwezS7ATenT#S2Jhg{1><Wjaw&Sl%>
zRCbjd%Z|yR^l>?s{#H(<p8?i#qGK*P+8BD*fih44vVp-tCFGHJpgXJx{-K!stBmnK
zT#RRxyG+%da<BH5TXmpZt8H?rj+1kBnw+Zh<xo>8d$^eCO;u|abKDH}LvY*<PJ=hW
zKM1~WruPKuMNcz&sz5Qw0~vtnU(6kXe<(qJIr=NnUk(3I=O~W`H@U#YI5t^j*F=Zj
zL<iqQLvJE*n<$h)s5Cc#Ua%0X<J_g-7Vr>G{}uQ<_-1-d8nlV(K{;T_nV4=R!khU<
z@DCN_K2_+iML!}vo5+D%9puvHD*JX5oQegG#hc0u0CZ*s$=pc=cTxaja!Y3im<LvZ
z-CTPExS!v>0{#lVRzG@LK@DJflk!12Wlo^XQIr`PT+s3IYC(S+`a5|J-fd41yKr;!
zpkwo-QCWd6mCDU!fR5E5oCom502MdD4+rLgrC>YPTmw#U{R`kDe*cxa(A5YkK`}5m
zpk&G%Lz%;x(LWpg==JO&2keIfKpX=ZIyFbQ6jyi^d@+U{^RZ(Abz(gH7^hCgY0%^N
zVjN-P-C!Zu$ltHvx?|vJe)AqU!#>c&A}Ggg(;N_Gj>U9i4p0C;^+GSxWaT;n2QY?i
zL@`XGV*^XDV<~n_V#hM<SnkC@%%6b(H{8{+AQRw=)vcTx=16_4x`b<P;Rf*tc!%G7
z#$M3W11O@NGr2UOgBYaD+<N83&&>1TUksf~z%qas2ITNAfH2brdj^5dGXv2Juwxtk
z*nvMT3<C)u7f`?p5xNt@cTyiau4B-0KiB>Oe5^+FmQl|+_?vCX6iJx_N6|kH|3eiz
ztvIK11IH}@5z_<jT^uh0d%(qDFFv^ppBU?N4iKltp0NjQAQ=$k2b<w9M!;JBwjW;M
z4z7Cw{94ucy8wTu4bm6l>!1nrQ(hBgWjKnRz|d#txeQzZt^`+sgWy_l2oUZhM-0;O
z$*sid5$rfdy&NYtj%R=>(8IY&5~<xhQ03yI4{+T}DjlK@&>e@HLYK1!Wj*@0!o3-K
z_X0zwq3e2ZGq@Gp4vqkdLi#k5Af4cNA2<mfqJB=fkvw6?leF0<iH#@o0TuqlJd!$M
z^DzqXC_jGmH1EHn4$y5wx8FAEAKyCdLyn=>D4U_v&~-O3bYME^tC5(_>{0R<M_fv>
zKf{H*!0~193iuUu^A>jeIv7wV@00^7{Ou`@ROCAp?Ct+Q2V$&=G1kM(yp#2N@|kbp
zAHINp_$PVH-^p`7Av^hqtis5Y-qRS|$0B%%DY2U&ndAm?=WTEkd&u9fAgj9p&f^a9
z_)}!Nztqz_=Qel`W9`Wk;1n=+Bsq(@=kbH=m~-NRJ})xDV7Q1F^rbQ%BcHh#<?s=8
z$Zth{7e(zy{t)uVkUx(6N#w6W_D1s8?QjNrr?dSBVFXT+<K4$q_rRvyqaSeT%wC|!
zIUWV)^?!*ipMXD+bH9ZzUgKH&E3%<00e&SD9fjoPmB_Bg{#H1TPO7C3&SMbyqsSgd
z_EMhiuOdV?QThuBnajy^4`IbILg_Ri`xd;!mw1Qy%)mGr^Dury@8{FHSw6+_8FKDN
znVa)4zBoy)dmlOGy{vmUL7f~YuRDqz=jUM@CcnIiZ1P63%NsO;wuQ)CO76azOnVE>
zXE!x+B^mE6SaUzk>P0fozu}>uIR0-RjDMo{cfbfGBg~A@JIcI+Tkyrr#Kn!|nAfuw
z<q&mp4SE07*l{IxTtU6;C(pfH?a1y%?i@IY5t{JA>1=-&o!EuM#tyV?<JVg$!4^EZ
znF!j<I+V@Wa2~%$=QH4bU^F?SDO@E7<eQLfMRovkZ6F@mX>=92bWz2~u0VDzvYU`S
z8+q(SfgKyLV?Fh<7It6_v9XGdYz0;?r-3blf0)ACQ$*Yp9LN-Q7<e9?_kzRIx@Rca
zi}<`9UtEAMHp9hiB0e|3KddJ<*1<ol!H(7NLMw^W74UV-*|&uZo2cxfCg#$ukHQly
zrp2trE8E}+E+=x0Su-c#BAx{wfq#Ru(|GWlexoZgbYB3BZg~y9SV0?EM&3V3d@h9(
zTB2x>i2QWq=OVud`Q>l}HRxzW-fX<k1N$(@zXk9E%ka!bTF@S%_gW(77=L{X{0@8p
z&Q9Z)9lm#>J9gpL16De7D|Cc^;QTmkgb^w7t;i2RKKnn=UWecx2C-u<cFe(!e(dPO
zj$Z1ehxq8`TPMHhz!z=Q%4{Noom}Z%ZYP2s2Cson!4H5oLYKOi?tQbF+bCEBMoo-!
z-N`we?KEKLh8|C(dZPpWf!OFKMmw>i10JLuJKC^=9S_h`hn^NJ;T@D%*+41kh=^M1
zqlO5pCeo{DZB?}RDtdw{VzUYxu14q1S=`#`QYWkoO~4#J_i!8T;%}Yqj_P#wfK%bU
z4|cw4wF_3WU4)wK;?!uLtOol`)!XN(&Y?s#4ppjlXjGMByDA;$sN8A3%AA&~)cFFH
zIA5+}7uZFY`&H=jBKQz|r9#&qbvgQsIWSW`l;3w|NY=&YHgEC`>}kT5CbKiV3VScO
zT2<%jryAE#Rl7#1(luTcZmBAF%Tk$JflA%WRpMT!Vt4jm^ypK8$C&a>%-}Iypd8cX
z$~Lq9!OZ#xGwUDBAA+yJ&)S2ob?D~x0UF{K*9~TaMnA?^oUh^URTg_y!NpX<#gv=9
zRAy%HMRT}{&Cx0{C#t}lu6)lt<$0DU*Rw`Bo-N9n)vL@|qsp*MDUF9Asg}!?Vm+*6
z>q#XsCnm}I3HX-ptXD(V%0Py73`hI9z4540O`w+VmDo~-ZKe37*vk>##$APQG5Hqu
zUbF-&#~Pt*=Eh`MS^r?oQo6NJX<n5|Wt~zATuhSpuo9UNoZz!b@jjO-&i5w8`rfA)
z_KAt{Wp`@dZ~0E%js7Wgj)W2eVfY`^fl9uUKB*8}^06fkTXTF}l<i|yrjM7>ef*W?
z6RH%SC?)$QD#<rpiN1MCAPI{1t5=+VhhhT;6&<ixQS22H8F+~z0&kFwm*s^AJ`euF
z=dS^IH~JT&b1<Cvvrz}28kF*Vn)kq#Y;4KI*7QI}r3QE?Ie>RR1o$W+AV_fmHpK?U
zDkd;R(Lp(i3Mx@#aIGSO+hhxwtMJf83JYDQ(9k^!3A<jwVJ8$6_8j;?L7`tMn6**s
z&@qnAIT6HRB)JZ#07W2=b6NZ?9eYx^E(yekx+*r*Q!$}liVF2tL})08mMtt%;bEBy
z3ole?c$GqIEeek4S5U-41xBn<K;&-uM_wnt$h+km`3!hpz7b!_FXCsdLdSgc^+r(-
z(Zpa3KHyjYvN@N|-;zNB_QZnd2xmn`m}HBvC@jKPp^?D~j*I~D3W`coU{t;WqATPd
z-6X%5Uirq%mrv{}dB^UOSM0U2#_~iU_GwvSc}f!Vg}h>Z(sJa_L!Yq*su5Ji5q}(W
zK?e3fZzzGk$AU;chsQW5G}c|gv7QQy^HM-ufc)da<rfzt-}n^y#OKHxF2*aNLDqzB
zSrbQPNnD{>i96+)cn}<ynRz+p#NUF?<(cpwEk*Vq`r6~E2T-1X4>)FnG?0W%ae!hf
zjK2jZl6xe%$S=t(pJc1Nll|nC93pE<lq@N{hchKpvq)AwQ)^{T?Eu3vrA^5rZL8eV
z4#+L-h}=?7%Qf{4j(?YXD$o6qKL^>Z$gW9(g9B{Cs|>y)QVAd$*f__OECr;(KcqRz
zE5luuOi#_q^p+<9YtFQRIGHlj<dKyx_pC~}WwpvRYp$HL7t1MolN_@ymjf>|u+MrJ
zyvFCh$}#gR%}0I@Ltds&s1g){Y>>veBoGTC`5u}^?vsK3O!5!*teFKDW6C$nJ>M#~
zd_TFePRS)dTF&{&a?EE92FbI1K_gCO99^&gtOI*#=r@B0z$@Sr3jC#pk>5et>d{e_
z&S{PmMQjJeTqAtIxo~s`WuZR@{dvp*FL02Fc`>dfW_T0}yb7IIDIE##bW$mm#yg!<
zRs?E6CzuCTf!+L#QBvuBIQ%8>5%^Mb(9ufSszEWx0qKZH0<nCyWm5;a<R1CxN9?Q;
za-cE?xmLK!vC2e8&JCs7i;AQZtD*7M5MVVF%$V3yTM1ghAeiF(4sb2kp8(JE+YiB)
z?Eg%ApnMg;;DECDo(c$W<{nW8h2;Om=r2Qm1^TPW!E5d0Q11+x>dueNRHOx-#fQdC
zN7hPXZ^aiz!CEl5mHKGy<MRaA!gW`HJNeBs;LrU2OSMtHT2KO}IUw{J^N^w`a~L85
z%E|w#(2rX^8py$$-~cF^+8k+2u2iH49W1^u9x`<M5?pk=MrYGYAoU`Yy;{`U!TB*j
zO!QpNbw{}V34Zq{a7Im(u@V%a(^!kfc2J6?%;C5(um=70=lGx5<bdty?gG7_&yEJ=
z1gC->1JubNb_`?32z4?V3St2jI$BBx)C>l}a{j&t9Ol|n+^FB-cb}`SoKQh$A;{o!
z0%eY%%t5%&oANR}Rqoy7;C<+w3x>cvK(RC*I~L%NaqKYWr7XsdrNqXRKU{?kBm&}M
zio#4GWNHz7$yRVJ*AbUXUg0-?V=rjJ6umhdnesQi4lI~5bL(Zz6?H#=??()MU>qy~
zlVBO3Sks)yYI_F3#K$^!2E^E542muY;Nf5-NChQ)Z-KwS_$}1O=KZYWImQ6?X|8`?
zRp@1U8+$p!LAAlbVXhD5^&Fw@7ocM?m;x)oTCf3Z1{VN|L=x~nPGq+Ob42jTrNrqz
z>g512dLRbSun$nkE2zZ%6ky*)JVd)0KI0*-eQkOzRwn+A?;!>$v+pSSahZ#ucQr6{
z8v1qsemc#CT*~osKyi2o{QvSH*Yo`*d~yphayxb$4F+_?M`>V3@Wl}n+`fsq6<2Z1
zUEnF+x5a%C-4XoBpXM_Q|GMC=X}uS6yaen6{A8MQnbyH)iZRVi+|KbRz_rs4i%)R8
z4?N&V@`xReQ7?~$gLFWpKS~9kM#-tY;1=+}^nS=O=nmqvWj%9Hw(<Ktz|eaT7&^Ih
zTF;#v?*WF6`@w_YVekle3_Jmz2G0SyLA^@dypA1j`@)4#CvW95H>8yZ{8aMmIQKOa
z{L)|m{>MMetcUR+7q{{>I+&;PG4K&-<mLJBALV2O^*pt2g^%bWb2ZkZ48eVj!F?=(
z`<R5ASOqt+k?di|bcX#LS@P3l|4))rJkHrinMHCMjgNr)fw30E*o*VL4gbNGZ^1vw
zt^UgM<-d^My)PSFO9HyGnEO#gwpxj#dUEtuvc^v2_aT1}`J>1mNB$(a`)as}O=#VP
zyY}O@8_4DFB<p?xeedDU@8Kn8=3f{b#P#5(bGkp}_&#`34sahP^myUYVDv<zCmH!U
zxV;$OqYBye$Zkb;2O-dl`~l?8L;g6~+$3RQ?1!-hZekA>TutVG8=+*pkK{GJeL-lE
zTY>%Ha_|*;Kbh7&LunaRYwW{$0$<#TFOI=K9An<WQR?JY^17R`<3{{(Jy{%2u<>>~
zvb&Kxhm3LrUc#7%F@@~4Fb~@a>C3R>dYaVTc;*>0&rjeEe&RT@55{(mAEEPA@F=(&
z+zM`xBX*mRZAEq<vLk4M@q}qQ5_91sifN)1$gV|p6S9r0wu>m3gVqtcjd7aQGP;qC
z{JRLw;3_x+<E<@5O}#_Z7;hS4{^&Uv`i;;&3Jw9Ixf{*#B7DIJ5Scz8Sli%)wvzX=
zVw~DG)`1iuyBygy$ZkL$dr@G=3hY=;y-dLnOmb!kznZ}EMR;$V8eB+&SwL(qM8AP?
zVEEo>;#Z&3ZFGA^H@FsG@Dz&f(Slq*<c5N1WG5m!9oac_p@qmVLw+@~8j#&em)=E7
znTr);cw~~6vw^7H&6$H(cZ}Bb1b819yAK<0qdq&`wHW$$gH3?Z&UDwjSa!&DMXo1u
zy^t6H!f639$WMfaNJoAS@(YQ`Qgl=!w}F;2n<(w!-w@U;qV=pIVz$E%T)|&%#Y$s!
z)f?apILkSMpPT7^H_@Fe2aCX{9k*7_58{ita54SFXCHN9@DI$~Mt%%Yn27vzS_W${
zm`m1%KbUoZ+$I=^4*s752Qh|K%ZT31M9!tu+Ku2ou6hY@zk~y+!G;5LsoPw5l;F;z
z2`~iu-56$Yu8Y61J3I1C$hRQh7y0lH*uidk=tx3GIxRH^J%#8gM`kUpx0RODL(~p)
zhCLvOoDw3qn3hybYc8gJ6zKzCycwHy?&w@kcWT`Fhe0oB2Q8dy@?fat$~zw%-Oyu3
zx)mLM*dKzP2=v6FCkYSm{s-c;1nI^6r3mW^vA%#>%BMbZiP{`mPc|`;P3>pVt7XAS
zWicnlSe3ZLj1OipJg`uHZgcH`M|G;>do{LH^7jf4Csnw3z^Qnu)WJ)|_5mug4^^Q9
z`!6`eE8ihSc@CM%bu3VhW0|s@>XhZg{)^7+zv#SBX)ddj>atTQE>|nr<qjpeJPO_d
zpMvkS1zk(gIqZ$^eP)KHwHzz?Udk=6n7<c#+NlsOrVuVB-_4?2S0ClL1}fVvT$ygs
z%5Y0ix?7sk+;f%cUZNED8YO$QD#@c?38n>#H?2~fX{Tb%S1ZPRhoa4oDa!m7_!RJd
zJ@hO>=UhL0;7^_bD*0Rj3b@_zI2o>k@wUZ5S#U9#X0y`GR;8K!l)~JYWOIa)%&dPf
zrzpWQTk*VGI?l6NF`li8p4G1?%K}AMR>@|$P~nz?3bPznDEq{OSboRxbMXE2T%h^r
z>kS|V81~eFGEm6(9PG*DZ)`)VRBTDHIx5-Xt|SY4FIv15ZwXMWB}_5w;Tvs9RFpMC
zk=6o5SSw|NiwX1UQK<KrLcCWf$a{wZeXdr3&mHpjc})J^?|{!0;QfP^qhkb}T|vZO
zFg^&u{~U8cCg;-l8&eFF$aV3olZy3rQH-}qQQj6sdi%=e&HE?4BNXPt`yYIG|AQ~@
zfAB3+kY9rW{kjz3KTm%C%jFwDj~j5MyaSHPE8tOi`M(7|lea(n2BBjReeI#dAt(!@
z4mf6mH0(*@Z}Hd?%XQJ%66x<Ko4>ol{5=)o@1-Dre+34FfoKH;Cd)rCTYhjczCm^J
zVS>7M@UXl>reqD-Doe-#a7430PRldo4S5FtL$iYaJ-rvs9Q3t@QxBlTh7UMqfE4UW
z;BPS?3VUqW6B=x%;9wU8hM46aVv%16>mNc`{}9UhhtLFhh4Btd_7S#**T@pyrdhT@
zdD@oBY}*X>$z;1#9=3<TE8t_9!rAK&`Mv0Cj-VbuA;<=4AQ5|F`CAmQVNWOs<eZ<)
zQ9d>gc|~~28sRN#WS}gO;hGg0E6=DjkSB9gg-p>c@`&!2d-S;6qSwncdaqofnHd><
zznr6Al5^CDa*6svqsZ?<Uqcl92gnDRAQ{9*;(z`Y0m48KV2PT%qaEOJTs14!EYCQr
z%yE7)#f8cvj`wiJ@gC0jY`Mml%7u+9oa4LY#0xwe6IRQCHB$Bo*UK*cUWC8E@z1i0
zJEI}=v`3S3GUO})IUo%ra&DUcL1#D!=6e9=ePWsa9}oYK;3`uxdq5;x<eKawm*gNh
zCr8LBIbIGa>9S8Ll%277BBg^yH3C-f`9g3VI6)zw1s?$39*FD~<W|K|4<HM$+)44A
ziv|%O6a;e4mo&ke#P~ni0glH-Zs{gDXL!mX!%KFoQxfZxSd<1*KrX^6K`R&plVCgN
z4}!Z0xM#ro;EZ~Z-H7b6MEWC;4wCpD7f&1jgM$j<oL@5ee=7RZc?OzcFZXO0IpuiB
zK9>%ibxKT(12iCGGF3i5D98e(pb_+g39yB~T?t4=@}2_k(E!e<opRM8zZhhLRFKHI
z7+~YG!9n?_5d#_IABZ*Qkb~se%c;;=c17;|&`c$A!!bH`gIF%d7v=b(oFA1Jf?Ci8
z7V!7=U?0~W1yAt1cL8rQplp>~UI3;!Aigu*N|AgIrOW}D=tr+55B>v@ZpCl_6i*e7
z{Lqz3^x)=(9kuwP4qw#Mk<=5s_4uNm9~uj6>SqIDqHYzqglli5BRCCy&u`DD9v!71
z7o6vSV)z`MO$<<_-UaAKuc?e2oa%L`Mn6U4p#_!b#7!1Enz4hub2XbAOFJEV2c1a=
zzUZJ39sIbR`e>g6h>14ha`uf}{}6%r7WiCM=qUomJfJl6#&L|uCkBdW1C-Z7F%164
zr49}NQ4C^`0onn3=Bf)jy0N1dJB)cLbFpKPIxz_FL409sLOp<h0qSG!IJf}r<QlHM
z7arwRe)kXdfhI%%l;ZR}peW1^q0GKj=tr*ydYxL&=|l{JIb?tVK)6p2`bHcX0J<;;
z!H$L4vB(RaA`sB1jm3zI5xN-TCx-dk8hDI-Tt{3kc$VKVo4<tc<dRg5G3CSnCUd)y
zg`c=nR>yAi7&;AoBVY_H1dG68ums>@EyE`(oZ$=H8I)s(v1jZiI(K7}vW+-*Lk$DA
ze!#`+F5;S-;Z06){afq_O)ORthg@Q#%>I<wLV1n(H}*rwHgt{yL)S8}5>ONpiy3ZW
z6UQxJE7$=pbYPI~Mv{UZmt)7iFpf!p%DoKXdl7iaW^gt6{RyspLAiBwRZX-5>Nt=x
z^ZG=&&tnaYq1Py%q0`W3=rZ)|1QdfI>P#|p8An{p(0zuZxQ62)JJyi6z!{j~JbXxC
zB0vVb2Ts0~!W~`?f3cTqZUv{5-bNjuI~d(wqtriLi5-_r>ov+}=rr^hx(q#-Kh1?4
z;&=nVrPKVxZ5)q+<KS*^A9xTu9>E`v27oxYj{?5qi&G0o?ugBY4#Jh(r37>v>!6qd
zEYk}7zk%Ow2NwgQd|WoogB<2~J0O&%`4&UZz2GEx5IhV{gU7+s;Cb*ecnv#@xgc+a
zlGLZcf8dMPQTiHv#j6zTm0K9y&u}3B;rIjik=*Lv<TT$fubih%Wa^1Lk<B7oE`pP&
zf<b6truuC5;^>0==qF<ug8LXFZ#LGWOu>Dufiu`b25}Lb!2#%*n=tJjOneSg{|0w3
zvj?cbLEHq+^AF#l`%7>J{1yJe*bnqw^1I)W&-{iQ^DU*of8-*+1n#4X`5p}vx0PJI
zlYF%g`GaI|qsSkJH<-dbYpIT{a0i#*wrk)#j>15krpkV=!*C#mZsT1f#$KHJz*p$~
z415UQ28R2dVXprZ_~J40nbYK$%tl6j8nW|{U4rZ?WY;6vc!J%5{2t`bB{b$Cf1EH`
zMh?Fo?K=sd{cs025lRLtW9(LPhR~YX17jD*9pJC%{1bQ)JOb_k$H+5};EP-E#VzER
zhnaV9Gn~-%<aO6#$3g5c=3yL=F%P4Ova}($n~c(!hcS;3UPKPPoXlzyR_r0X4&s$N
zs3Btx#)sf1FtZ2eT8_U#=hMIlFC(<C16P85_~J5hZf4>lHv~i>jdy`y$4=^H2l25@
z<;bpq@8F%J#K<OMWFvO0$BwnI0&B>*S8>$}O23R!7`wMlvdU;Fk+u}wOThUxAa|kj
z`f0s09Kbd{Z^joJ@x^*_%=N_QdWF$kqmi44Tw@(b4kax_ZW(f`k=cOER=Q3j<DW~7
zjKLdB!W*n7Qg&;Eni-}Rhlr>lSiT|j8!*;@7){J5`z65Wf{gBnCOX|cEvAjIA{d!o
z$P57CAO_iqXh=hLHYF}Vekt;+kXet+RxIeo8-qmaIJcLTeA|v?R}jIs5j~G^yL%UW
z&u88P3T{LnJr?Dj(M>loO^=Uo9Fh~aCib2rKIc*=bBK*O*ue^RWG51dX~@q;em?R`
zkXJ=yG*ByTSkgztjuI`C)YL}K?#03ziJ<$zFS-4n;dpi$`_V;@g<ofGMaC_nAM}7u
z*&){ziDu+7{{jA?mHA4o^cyYM(Tp99%ol2)|ER|fc3wbsH4)Op|D9Mg2sf~Zs98ge
z?c%T3VCh}pIbghr$=HqP>@)|o#(~?QGq*;%v~G@VpxKcjiXCHq;(}Sq$o53`dHx|7
z`8HZc3_23gk%o?J<P{>foM<%|k=fJ|dqCpVJZd+W`p6;LvuV-UwEApXV>Ufu4mMnX
zzDYN3%N~^7#P9~x^SPQ^aHT85Kqotu+40T?>ZAlaiiwRPVzh|1QV0)HfE{_*kxQKB
z@GqMycq=C}%bH<Ex;Z<7g_C$|3q9RF*jC>EK(Cfe51R}NolMVcJoXqz?;LI|ZJ+^E
zfl_XHMVv3do_y8@<vF=3*WRogI}3We(G!54Q1nEiCk{Qy=*dJ+KA*~`S)xR0GJ*Pt
zr^UqCZB(q?rC5A3I0;?>e*@p~E+2+K=<MOP(rl&tpcEAFJ$Dx4EB=;Ywo^J>OuDPP
z(wtfQ;KbSoM;|3Q1S-)XObHIGe{f7toMW0|opKc8RHA67T17dxDbjgB5iS$5xol9l
z%U*@KF!RjiK7~5J2tHJ((^tGhi1<fmhZl9=jqgDr$l*I%EHH<J@ddUddOE;!xG2Gc
zwGVEdigU9nhPg4(uEC0OvnkRoRuOK=vhhBnaQ7mGc~mQucNvA4<|^1Up&-)+1(=w1
zX1YoKru*b)dI9jJE{`+pdrLi_ua%)jjW5G}z_tp?;5%DQD3QO#V@s@sJr^yGih_%Y
zGV|_9)Bnfbdxy1gt?l09ZotME4DNA>TN2keiDM^r?AUSKyW`$_?>4=uONb6a2!Q~B
zPy<vELIO#M-c2#!mbT->PEU56IAzW~;Jkb9_dDMSIDee?x{j0U=Rs|)d)9i^%&c3_
z8sXlHL%fIyLq-uV3>{C5ANnFO4!JR7hrUXTabHA?f)_K=eG}m`Y%k$G>@?x!5kPo)
zAp6Zj0(6AOuqyB=F?`tf#4*&d1NBkq>hF$38-Ulq96Wv*TBhT*DbO+*O!VwWyfAzq
z{2Lc|IYWuD!#s%5$c-6=+?bIblL#M=8HD%nxx@%~F<!%$6P}(Mh~b{Q2@lUxgol?O
z;qDayQi-8n8e*tt88O83BWyA6MjhKw-)dayP#(|%Fb`1P%M56lg4ZSi+zy2pHv;P(
zy!sQPJqHpaJ>3XzPj_O3rzhd%HHz@`nm`QqnnnyCF^ljR@dh!>dl}*Gy^e7A*+C5T
zIYtZ_d5v%z$s$}wCKE0`YGSaD9o!{cyuZf1e=$`+eN-OMV(|J{v;np+gQ?Im8Lv$M
z<Dh4>Pak5WPd~!jr$6E4gZn@F3?)294kw0<^da0wV*SG?tbZ7V^$(-5{$VuMKfsG|
z#mypJ#vCFBjlDz+97`hxj1>_5$0&$?V@imAqdSTIqrW8fqWlf0Z}~X%1DFqxQb9}y
zFG9~myfz+M#(<Hd`oLG}OL!tT#{*uBJMLRE6kg1babASmxY2~`xCw;I`02!8Bq|Jg
zVIeW_h2=#57d8?7@VnZ5C!8nxObEpeCE(&w4y-7+9ehdbL><(!g=M$|e-q3FF9XW|
znS|$G0ArzL6!3u$<TbW0yd|u^cwrEH95=#sqB}8oq9-wM(nw;!B>WD>q$xz-$uo&Q
zlV3+8F2#<l2fM);5Den*ybM@S!7YGa?n7OxCg7Mb5&ZyWgBjpOJU0<qkoJQdBGeDO
z@Ob!yzJ&Y4{>0G9gW&PF5d)`U4aQUtqVF^W)->!8mAEtgCGaX(3|6DS9pD814gk?0
z3-2oeZP;1dM;i6LhmTRYNLbp_l><Z-Ga0;q*TzE2C~QZ7;dp)6i<tjU?MJvy8wj7r
z75)wma<AY3G7|%ACV~d*l!%$rFtF!<g<vJv29AOoc#RLF_>37q1M+g#qugav&<|iP
zpmKnwpq@#19#$JM8hGQeC!QaMqOn|&aDBNie4hbC-`Oq*U>wZn;z0K*4m9&Ic;=(i
z=Ho-SXACj_4e&151P+2Lcpt7*UQNf~GvRa4F!vh*KeIzDLD{cOhfF|uKriCC38-@{
zwzy?B;fZ=-!xBShqW;-f12VS{(f8H<_|PD9AWk?7aAJ8AIu@ZVr~}L*G#+IvEkb`R
zS_0OAz2E{)0!+L&6&Ufk7Mu{iAy%O47J+$y@_?qHzRCFbcx*@Eu@`p71N9D_3;zQ}
z;&edtSwNtyzUaUK@L>jHC(st}pih>eEtVrLmZL3}qw$vGgUit$%iqTVa0fVz_k`hu
zkc{_h@wo=@P1pT^-oXA*c|ctr5cYQh>P7k+F#=ucfqE(b2g_B7{)<re+u$9r3@nF^
z_n>1XbWkV!HE0X!#JAoDATHKpN7lcF=g=S2jV{(61&GTv@i-`|@tJD)GGBJx4`@CW
zJ^*Q6T^`Wbd58ggl=6SDL>2izm;)}Q>I5snDzFBiiIG?ePXzt48U3;qI<`Yc*S%73
zK-oDNpe=Sl_>Q$WIqwIEiS2wGoMkvsIsopcJs<smeVvJVDGz8o_L<578jg<*SqlGU
z1?oXlcGbBaTZ9)b(@+jT^LAbM?Z$R*Kb(M};}CQlg^uH1xG))q?R0=0I);Ld;sZy|
z;9`M+_od;&sSuyJL%fcCor`*BU^@}}JPP{^>z^2c{T)c{>qbD;`2pAk_JRZ85J1!7
zBD>q4IEC$5w8{B_xHyK6tHW@S?hPiw??3}zN5R)n*wrKW@(}%TIRO{3dGIu<@Y`aD
z#kbH0=;JYHYfrTE5bW=OEhv-PPpZy?fU55#z;0kt(R~qq1>0-j2Ji=gAOwW>hezRx
z2?KOQjKqce6#P9ObNTl$f!TxCE+d(m2VWrz@3jzfmZA?<;GDD?V_*aNe;Z<tYFlbQ
zj{~aC3*aj713@4Z&;XjW>!O&8Z3Kt{u^<r$`ywC21)c}SO2!y?6c}U@>}(o3Q+xtG
zNf;2~eR%{@42cP-+Z%PeL*jtL`1~nw5m5U_)fo<$0MfhaiNh96iA!~q1H?cAGC?*_
zfLx#j1!#{Vj1}_)_!D#S7;Rxd<La?fnn+AC@!R64n_36ufw~8s#%HMZ4FFWV91snt
z`l!0nz@PQx;BO_M>dFT?U<77h1rAUFY7ryNZdmu?jqNn}AdBFGV4T*WV{6bB)rrJ!
zc-v3ld+;5gev|b_%rn2owez>Qe*dcL>UTE$k2m0dEP;ct0^i)PL7v1$cpux~ee8nw
zu^;pHBd}gh!8f=F@52`}Y-%kEAF`4mPl?%;4fE>HAQ|`e1Jr#usXPeEfA|sgehEGY
z55RrUfjRe0%&QtOk7yt!VrDi2b<9O63sCkFlui9M>*}s=u5}nR8U$}1uHn^~+bN+#
zjya7CL7Iht$-uluf`7$OBZ7J%=9!78m+~OkfXaiQ>h7+$`xdh$cx)p2qx_-J?}_rM
zwJ4KO{>vzP9=iKY_#TT<>T;C53hu@_cpjTk{s$<3FGA!ny6zNezKmIJ5cZRY`jYXl
z3SC=<dcQ_!b^ivcKep8GfOMeFI#2|tuFV2ex2K>jgqZ6JF~<~QE|Y|Le>`R`G0+i-
z_K3hin}-872M10z=9f$yycjre(J(s>hmKGTs9+4-Ks@rtVDUvD-9QUoCqBfpSi=jb
z^&gZEL4}RsY26qpU13j!A_HwfM_hzsjv0<V35Wj>ir5H-jzH+}M|}8U#&?5QigH(=
z+|>x@ja@VSi)fDvIG~(EEobr0({L6}qNPrt$Bv_Ck71s96m?T;Kn?;u>XQH}{2726
ziqw##hQ~$Bxi4Ujc>#TL0du<xnD?K9j(@EKc@5<*M7c{)?s7!sDzv}`l)W8?(*5}V
z1k_yVY8mPmY^l4b?0}=T19>1jP&c&(WE)6FT^OZZhqr6ko&^{+U5CX(Xp4iG>*DV0
zzzd896A*n<QTEFydk#j$e3bnr%3O>xm!tO8h|*1%Y3@Xn9Kv7cpeg`fK?EWv4ZUW-
zsJa850Q?3Apbl%H;4(M?4uIWY2iQ*ZL3x8v-VopcMu0IWdjeX03d(*7WzR<0^HKJj
zC~q+oEJtgsL6mHPSFjhobOO&@gHOOj^dzC@azPDF|KDRvc0sj2j#ypw@9V0!`!q$J
zme+t)XbZ}Jc>ihs!%D>HO6YhGI#xi(a_D#$v+ZTj@eXt>!T(qdf{5LKXxRaO;4pgY
z0$vG4B*!6&WWWYK2Y&!+ja2t3VSito();0(1H2EG<M6f&uf2n|z&DjB_fP*}ILh|{
zV^IDCls^UKzl8E<qrCZWAQr(JpcJi!6R;K0yB|lEGw8JdyaQ`6Fsf%^^v{9^G7FCI
zY-qTGx{eM&+YdthgS#(@mSX!B9>0m_7eLP&Xp7eopRb`$UPEl)ZvLpl2X%}^9TQQ<
z6x8t&%A137-+=$H7^CMsM9fA!yBkNi6L2VQAZvsJ#E2#xXaKnXBQ%^Fh|35UT+ZN-
zzG?_A^}r(hjawTMui|tw7kXw7>`Tn<hkGufPiCS|W+FCTL5#kPG5ZpZ=QE&VI!c^|
zXQx8h6toUj%HYVh7VLmqa}@8mf>vVyAx3#Fr~qH!@e|@C>feQW*AGSeyW?^ZP+wW%
z7LUlWz%?dbn*lx3UHTK#24dYqf82MmpF1(75AMC#X9O|1&nRM2AFO{sZ4;qp0$SsR
zK5r1?`@BPp>x26*_QCxZ`y2uniP3$+F~Spp0@%Sv;78ndw)+xrH7+-ndZ7IQHC32}
z$1g$4H1Hy{OdisYnCLc;nCRjHKV=B<!a&@65q`|L0p7&e0b__U115l}#OML95Tgdn
zCq@oL)C^n+wh-Qf4iF;-ohQ5og%X~F@cRz~@%s-0EQDu&{Qg6~Z@O}UHlsf3>&drq
zny2zk<^cTs3VaXL4JP9C@$P-$aSR~Fz>68<=1Poq#cw|#H)f=ZC*k8VlJIsJM~rZp
zOpI{F{TE$v|3%kDgr^&vJh#n+#}FK0hMXtdhlGN7VyK%8n2DjTH^D<<FUsG5`j&el
z4!qC?U?!N3$1mdf2>?@TVhq+MjT+XU@WFk1z1>}i5kuVwuOUMT&mkUQ1TlQb7-IO)
ziG&9xV#6>QaYtUvP<O0<KyvhuVfzWUVdn_fVIhReusDE~k?vUk;ND0Ka{rvzi8|Jz
zKFWt$Faj|MUIJ6WBs_;DFT@xya(G{OECb-_41%Wv?_n6$KDZA-UG9YYFi&DAa$|-f
zH)e>(R4|Kh8~z62I(!-7GJHKT7+%aE&(p*}&p={;Cw>FdQ%dw3ZUPNN-{GGV+fhD#
z(gXK<K|lB)4gk^_h{<^T0-hfWMnQ`=d>}8+0fgu9L4*f>$7$GbS7IpcTQdY+jGO0h
z!qwB8aPb-oCKH3bUM2>Om`@DAm$d!8*AV@@cM^TQPY`{){ZUXP$ixJy05sqt_6uSQ
z>R5?7-x`U20Iz_lU=p4i2S!7S4{~uvzytF18VG+0xfj6Q3+pdNxDu}3L*eOo5CeU@
zhygyMiT)!e5dB6@C;E<>OY|A_77BPDYzIfd4G@8y$^ZpuTxb~i5ceNOER4eRaWwh?
zyaZkZl>ajpT1Me@Z|}Z@m-hg8O#|UI4TR4G|HEf6yd_s+(C8sV|1r1^<yhoEjK!PB
zj)(XuU>3k+iTcuZ{1$K+TmxJ@F9Alpw-FtU^^2%$=@=Xn#-bm<G%yK|DgS3Q7>U<M
zjO<5v!h`ZaPLMkoGI{`fra{CY{I++$@i=%)z~G%o4Infs_2EgA!OP%vbm}s&5#Ve%
z`7)kk16(CdgoX)C;H$3t0WBT}YXI`8^;c8CL_9{S4}m3MgwJUBKVUd;AJYfk6Y?*{
z;~o?f1`z!w;UGF02h%Ay$WRB8X$Y=q5IubYm=0bAnEOv(3-*HZcpYcSX<~G^9-o7T
z7r!P}pw5N(2(=Du26z$E<rnbWSm>ZUs1eu>2kv+d%LED6Ntgpp#u|_*{ZSSU^fRCX
zzvqO6H8dpJVip2u7CtZw{V{tsSOiw#@lJ3WgkkU}<NaEE4t?>`H^kD3=m(TL3s4@=
zBs?CEy2d~Yem0Eo#NWg4JZ>2U{|WU^!yJ4Dfin8yL(nk?I_Bbl|0>$zHM9j~GQW<t
zcpU}3j{bQ44X_++#p}mGAR0Xp@6W>tp$?z@hIso$JVe=49uVaLO+;PeQ0GYCg~u4~
z$UTDp@e<}>ufYGnuHi(94}sVEU<aV%P3Twz9aLTl)(CYibfgv>QU(vTK4{51Fh4hd
zLwFCy##=FXzY-l#h0lJ~bw8jvsN>%~pwXz8%0YtlOAJN5SSCsgpz56u5N5bwKpEg|
zumn1m_JhYVsQXKgmC&(zIKZIl%1N1t3lhBf{na=K?15);3Gd@!FlOO1rMO7>yz72I
zGtp$zQQu@}8HcS89%D&nxBr8B`=L2;I(}Lww#&eBuoA2SYrs0_*nsxf<O;6<eX<P)
zwryyOttgcGA@Z&Gz?SXsN>1ZFG+eBu;$&Tj&wYsdK%;9RbsF|}0=CpTG*7g1m;Zx$
z`z}WLOTnLYVt2az7i>2JbTckIpZXzalfBSEEl55L9Y+wKM-WhlQSc!&+QAKY?JzD_
z0`NY>#GZUyI5ZH{{eWJcgEqjHS_kH}0At`S_&?~vJ}Xc*wV&$%hBz)$yX!-U<D&Xs
zxgjXF>q7iEwx__k0hk!L;X>5|AU?04b1$PUF29H8cfm_Qf1E>qoXJKmiH(?zdZ(g~
z$D@x&K&m_1naaQEs+ZbNY9H}2T+nxW634JT3C@6X-~zY|t^$M`rZi92tsqvJ(7_#!
z`8)cA{R$qVQR&zb+6m-0gkeG<!h5yEO9+>Vc!|0X&oJ!sU^Evd9^DuC2eCa0sC_#R
zsJgBLs-7Sa3c>*cumN@rm#zQuK}3iV$q;xThz-dkOd_$vV(eh@e&lgLupkP)f(*aG
zg<~@69*(+QsD0iGjsS#C*B8E2o#?)<`k2^q0aZ^7hy&<WTq1Vogh;T>1Tvrm=x)M@
z_OM{Am@!TYXTSqNW9!itT2zn+@#+*}9O|alLAjysKGZ&+1ys8R0vg}|$i;;BUp`0%
z{+0r&E(OR18lVRzU;%be0qQ`@0NmgKvC)cyUh_P7AlT`;1MonwgO$_{{pWvu`t=_$
zaIlN3+fesm!#%x5_>3GiX6(4}6DCfYJZ0*%885y3%B<OQ=Ds@rwKo>Lx$v#G7cW`5
z?A;abt$cs=nzidUY}~YE>$dGXcJA7<ci;YlhYlY(cKpPt(`U|}zi{!=m8;io`1<(=
z1_g(Ph0_>J7Msh9h>VJkiHlE2OcExih*Q(jGcu*wvK)m{rOwOO==27osnA?xEiSP;
zN}c5ul~pyhbq$S8H(OfUZgq6tzI*TfhaZ3P>1Pi<|Kib?Uw!@Uci;c`&z~Ou^5oaw
z{vdn$-+%5s`r-Nh|G(A$efm;8K8OnWA&7YoD(Jlt^`oh<e}Rho7ZLc=smPy6h5kIm
z{_9lmFQTIV9fbdKD*jht0IZ`%z-DR)e1I{qn;HZMs8Mhf!{8(}4$e^n;W9?Tb!sRC
zU@U}CgMm(s1`dV;pBfLb)PN9RM2M&%A)&@Z76yf!8Wp)17Fudt6i@@hf{|gPhDI4R
zHmWf=>Z#GuObw5AjE_6i0Qm?b<R8=!c}R_sZ!k!Hphn5h)G+z|5Axjct2ij&{M#SL
z%0B;XH2m)#|Jh#un+E&;Yq9^kP4?F<_J3@!|JGhapFVy2_UqRlF*9(`puvM(5I1f^
zh73jM4D;|9j_C0kf%x$mi3l1!1}%ahLKGp45Jw0kDw4WFsXLbbTQGIS5<+R+dg@S$
zBkAtF`wt#Idi><+a~CdMz3vwn97bbuc#+Yu2?C)=oR*%Mg~KIvwAAVl6kRd#-$J50
zCc1)xiVB1U;sSwz$UtZyHvaJ$qT}-~5Fd}eM1*|(%{Sj7NWTB!haV9qKRtf@^UuE^
zR(}2Mx8HyN;}86N`TyJd-&x}__VYUTMPJl<9K2KM9$RC6RaIWFNpI7gv=rqAI1M@M
z8eJBvDL;eNs!n5fD8-yRiWJ_xoMiq-GGWvwS%TQl{w~iobhqL2c6i<n|2~$U$HVh@
zcpeY`-}B4!aq)ay{QJ1*z%|T+`k@OyufsJ=)zH|QqPfa)(?(pwoUnFX!^qh++H6)+
zUM8+#B)Eo2<=l~{aPP@P5g%sZ8YVp{`qRG)G>rKa8XnZUAMC6i5?f=Ltt=~Cuea%s
zTg|!tWd=E`MgtAG(4c|_1vJQ@Axp&jFe91&aVm8DUD~1HqlO_1|Iy%nu%miNOil4j
zXjo?`)}OEz<_47M6|CBPXi!6g5*l(+*|)RAoV%GR-1}+CypKe}$dCUnl!iNvZVNwY
z9D1<5#x16%<Q1jUyv|_NohUX@8syy?RL~%ou-dcJ*tavq?7NZ_&ONb+`(YBUEB`LH
zYF);3Ho3iduW87EHcEr-C6%Laz0smOSzM4CP_Bc9JhX!%li4auXSGYySe@yqtUIaD
zkqjLPh>O2VTdm9J4ru6X9&(_i)-9&W_LACGxWQ=FohmWp29|4~L7mNPl4mkoveKEi
zG9=87v@~X?2s#AN5r=E+ze_7LwBK}F(BAB}|7NXQTt&$%>SEKTf<o=-61_UGJRcgA
z*~~_nl+luz!DvfMXSAnC7#&H_5f2^FV(#6)OG};0=r(9*YjNA(SmT=DES{BXF>N*#
zXiwX8(2xraa%jksGMXis^j2{Oy-f%m3D6OPeu+%w-2S^X*SU^rZFYO3rN!+)eT|F2
zUOYF?T(H$-(4MvBtAi?33TBN=#%RdMqBo^V>CMT|kq8}e>5N-Z5@tJ3!s+<C+^lyU
z+1%pxdQ-FO;hI_(VX<|-rl4SZp;mLwu2u(?E1*G|L$6Ph(Hlisw3`ActvN1}-V&Y3
zXpP8VwsF$gxBf1T4X!>-Ep7|yn_Z8USG$P|EpKY|#+_!h=Db~z8&ob+GOE($^xBjh
zTD?F<YlzFHHAQF9Z}PJk&0Hz7nU%?I`McCNx_Z~QxGt)0c0FmU9F}e<TB27Q_7urA
z7wp-2LC#Dyy+W*{RVOKEHF0uUT{PN+FQYeb(LbzgRwE;u-Sl^<ZFCt`-Qv2Wtl9OP
zsmv!Uw{V3)X4qepsl8}R&krh1%cYkI)wGIu6}>82Nw4NB7&TnLmNRP^a#kHJhx50o
zY;qY}*6R9hNwe!^jq?RrR^e)6y76F9s_tU3SQBIy<<m<O^61W(TzWZQ&8Xn2nH6jm
zvy!P|RnnE5s&FOuZ{xf<c%rS%WtFML)mPpyGAXtA{oG{ZVRMq<l0~2kEEZ_#wpb0r
z!Ov%ua`Tu@b{@;g%ww0)b2(+STy9xdF7Izs(lThO`IgIu+)lTPlG|P^LEXaS*wURj
zF_yF1m;(R8SUt@esbiM#v@9E2!?H0oY&%`UvC}kMd$@+@2+fc9+dQ^;c>iqknfHrz
z;?{=+GXiUKRw&A|_URp&7tO^PAte?GyR=ZmE-y%8R~r&Ib-Gw?qb7=XGe3gglE;m1
z%Vo#4tC>k1Du%f8S$VFZyX~I0!}E6d_c8Q59-ha;|Gan@Mx8I_cAYOw)2Z`?vg>>y
z{g3lS#nbae{nPVBb3UKnn#Ya0rDn%<;C#`kWQw1e$M#{~kL^Ble=eS|^`U86V2yma
zvOIgQ-XXn!b5?Lk5p~WIvnq|rtXiFb-Jpr*+{};Vw&q4f+*0!+J5=1*J4%l5u8f^>
z`&s$P?mptN-FxoOB`<7!SU43L-c^>%_UIg0=gq~L(2&k{no?O+h7?wvR*3Hq64@=e
z@tj-gSYD?xntw;mkG-G6PrjeYOS$u`P#S)6c+Y)IX)sTLhGnX9*=}e!2Ms|bMVV}8
zfrM417qjX$B35&rklm&ha5|L<+&l6({(V_&%*WCg;fIpQlsnJLKOOEP{^`IkdD+H8
z!;6763TVjLrE_FMgEXkbEM=7yq_e7ZX{?5PF{>q4#BNs#;Xx$v?#q%QKc>74Nuuz>
zlsM7dXXQu7&=LPEr8JD&`mktnV6|c?H0*?iv(OM&V$Nce88cZmx^z}!ej0obF}qWN
z`5onfNRuN!PD_gVM4X)Tkx(GI`>cFlI&{R3rCxLYX&<}wp=DBFwelTxxqOGtAv<F(
z&I%|oXVc4!S*#juCcKz*R+}=7-6@0rAcg-Rfe#{r4<bm8`$&)?y7#PnOKEU=&H1Ne
z%$A4NiO{e_Rj&9z=g5HunO})HhgN2kv1+yWPD_=+YRi$ZI;5%WJL#Bnr(o_cfQ~p(
z)Q7QR!M$hYE9VfeAId!E{OA}B4HE*ZRd1`xmD{1=bYZdlMu}MwO8G&xd0DKR3TVi}
z95WqrZgDE>wouHv8!zVEi%#L+ixkJ*eO4Zp4e|QEZ1|iXN=I#ZSUf(kM!iT?uG*$^
z$WIj(tFDxo)xl+y2cgPhHp$?FWMHnFDq*xIOBkJrY0TR(XcK-a?+!0D>Y4eh%+2e&
z^5Jv7caGfh&^9)(ChtvExq6G%p*&t#l7FGNKpjkZ5OoUpAX3c#(=hKAVcspk{67x!
z|0whgFOA#DPUAl_AC<d$eOuu%``dD#%@6IP18eeMS61Y0)RyKSG+DG~OSJ0X3N_|+
z)cijkbKMlo|C2E9j)#_Lcp`jwGnjX`v(kCb%<T#n&#$Y7&HlP_#O6m%pTJt(TxEr3
zoyKYUpumW^cdk05LXP==Cg!@Sn0E^??@oXR5Cbid@Md`Mh}fCzRz@cGndz)_@qAP>
zbk?Kl;hP>+cm~!QUshBWtjISTcbW4v7aa;{$W}6{B?@|Nat^I75gtG+v_xgo8zZtA
zO&r7t3-QXx;yg3$RW8Ht*SXDnP&aJj=QZvDb(YCF4$IpbjbXn<uDR^U&J8Kc!2CZ&
zNvjelXw`8FdQCL^2)>+N$ID^Vv2&R9Oc|@5F5@&jE3H*79_<aTuXHxMZD?<F^RFxQ
z$<dit8sz%JR;lKyJv~39G_`B~Pp9Vpm6-omMZyE%VgAoSAF(iI7;<(kP0o2{Zq~RA
zYiV+QskPN@U1Otbu&HEfZjNcADP4culB&H{BG!a-&HodjgPQ+GV*bxlF)BEi|FcxA
zDyEWE_0$8Xh7a&eG}O8bZM^9^176IQvL;uWqI6bHYQYYZ$Z)bKS%0lqs0}F*Xz2F1
ze1;<`k5L+t$8d6UnPu!;Rv9ywT~1fC%V}zEd6=44@vPL=xeTdkcAZtx;<`)Q?iQL_
z_eye-eUmcLbfO@^aLp304=#?^F-oGf3|oYTY3FKK4t74v!OUkn82Ox1T0XZlJdalz
zmKX8NR5T3sC~I+f&D7z#C*y(VbwTG;PISY2Ns$%%GWquNO1{-k6JZY1b4;`XW&xv+
zZe*Hi23AqHfo;LF)=)jy8lvYF2kRo98AsC~A8Xs-MY8YQw~M|Tdot#;S-zaROBsyT
z529!dCj{X&SH!`UzUcwwfl@zbNcN4=@SJN7y8Nnxp}1maDKFdE%F8yc>XME3%#fxL
z?xg93>7@SUm5=k@ICW3<Zd8Tnu*NC6Y;=f13T+~`wOGipSrWLV<``bNiO;Vr;6_y&
z*)g>SMqHhqme`;R6E^BX#ZB6f%%=QcX|H*%p}WnVx5M*x`1kSiJRbh1#l!gNq~WEN
zkMmzYbuVXGbVbS`jWgvEj+4QKC1R%4n#{2m2{_KeIBrEjR7ABQBC=M`iLTeNVjH#e
zgqxahVY4PIwIw$+qeT^(d9$~Wg<kGt;kfCfaRxNJcKUA4(&!5D!EOyHf##A_MzJM@
z?Jx`3Wu^p9l`)1}tB;Im(DEXiH0+q>d}e%W9$na$M@ze<2v2X7g=aMPmjBS8nSc7O
z{GFIC4dRPNM{0n%B#l;VNo70Wn^zPF;G4&D>UGh)CJmq8{4dX3*r8ygc4X1hTcz}j
zmfk{|J>5z3*y&`!^p%e_uR_C;n2OW`8mIVz(VpgKE|!FM`5>kg_#i@dtuB$>sEOq^
z=S4-d<wiudtGIEu;ep)AW{Ep9n36ULGoz)qJk>CbESR?PC+)n`cNL4FVSl#<iLbdh
zJ?vjThzLGN61yosfzz5B%WGFf@oy{mvG;N!lJ945#hs}fNm~jhy`{JOVIJ;I7LA!k
znkWr(q2X<4*r#!(o;TXluXlZi@ze*Yh7Z!9NoF<YCb4g+61cY&ar}EZF|i*@qlF))
z^2N84BP6$ky!6)I@<-8d_dmKcOkMetZtm$j%C}-G(x4&jtkIrv6&^%zw-1uh<%2Zl
zr@(_qMjnKadoQQU1Bv@AEkXEUa!kr?K~&nU#K`p4-tzmO8VV^5bD&`nH0;$lC8v${
z%q#F90&V~1gEZx(vD#GlemN(FcVCLUgEZt|q`(6aB&OVnk4tNhi<PwX7HAmyyJhsW
zKMJR;{7FB%TZ04|(oY)gS(o5J_}k1f_#oNvAf(6#$za`*BL_l?Illz?56Q_9A0>+7
zK1vXY?#2pI+hY<Ww|dKO7LRTX<`<!1*6BN{g|QWqJsM}`af3Y@-kjXmW|oJS8FSdR
z`Q0AGt?Z{c5F#=AULyRM7*X{77_snflqj_$N|<)5w@?~>vy7VdyLs|^KN)78zN20c
zSCPJ3Q<ina;E=<MQC))v5mH9wVyLs2H)Z&aJ0qRhE`|@11Ro?8zEGr?e>WmE{tjP~
z+7XeOcB{AiYV{cUt99hm-;1EZ_{!<q>NnylGInXoWCsimH9QE-#sBU>w4`FrPvsxP
zBOfCQZNf|A-Damn-)2ja+S%#iTfOCp)qUubVxOtMSth>sQ^CupZ|A)hUn$+LDOc{)
zm+B4_6lu?Qc@Qdi5ZN+DqXZs=NJ?)>g#QrpU;YE9ote&Wr>Do=qGt%&ddn}x?n8bl
z@t*p`I^n&aOw&)_&Yu@wnX^8xLc2k0H|;d(H5ZYCKzR_1nhbalVi~Pb01qM-THrr4
z|LH%_GkLAynbECbnQ^`5N88XLk8NI4ekmEh;wSUe)1BJc3DtQ^)s@!8c?HIO=3LDG
z<?4{~EaV`h;k$n!zWa}d2N8|${^36~a^Mj$5v%kp?#-|){>{*=s9y7>-EGJ}9iCHu
zvX5Eu*gENSr~akHI?D`sQPFZ;uHld+M{~uV1rH(}9)w6mt4c&3LJT~JNO%xD`BVQP
zhgFa7|LenK5e=a-ey_RjbaDH>%;Uu$oIcBcw2wP=&*2?qx4o#!D_m#H)*rKGXs_8M
z`Jts^%>4ywdU+hQM8SuMK)Z01%xV^3DA?6B1*axV!K(>XMD&`@vcay8s)kPfy3+IA
zZ_2$-!Ute!is$5JnYNkI3@0sO-SrX?JP2Vv-4UNhFOA0BpP$Pp!~DOTt!9?9)U0xb
znq5ItbGqjKp(<WQZ)q(b?9x%|I`JP3LzlL<x*f2#xv{gHuVtqc>^2DvXNm;+8`eZ!
zNO1z@{xKScJreNpnGO!-|L_1x;Q^E~^56mFah>o0oMF$v&C0=pnj2ilx3;(~c67KM
zQQq^QiR$MI<DFZxV~S7YMVqhcqYHuxV+?c)auA9mw9FDNm4~2ZcjX~4kcU9;&O@+=
zX^@BT4AfT-9$4SxI<EYd>$1Fu?uW#mjq{D}e3i|+xh|elb0CFXem;|3>YKx`1uAJJ
zA-SQ}u>24UO%r6HYXggzx_}~<-rvmD`<Xcg-$EXUF!q+Jn!y7rZ@Ns@-FJCc@|*YW
zxNm2i=6$yC2L1l(@UZqhywK)TF@cSj68-9~Ctt7e7hkOoO1)eaBDqu<mVU8<mT{qi
zk$JwHnR%|9Ej?St%{p7g>ov~$L9PWIgQjKv>b^LUd|?Cs$(%jR@83BQ`e?(YfPd`q
zyZ+&^&`WpE($9BZW}oS}!8>)!pMRn)IP!RFXw<Qm@aUs0^q3>f%$UQ?oY+G*d2xqs
zM)Vp|Gs=b3y!Zl{J8uywU$X0~jJ19p$$JHr377NB5`qk+0*1*h;1!j`MOcfYB5jt4
zC`S<|)@f$Omle_y%L~JV6{b*8r71YIsvsz%x*$+itq+j*isu@-+v|BdJa318A3Ogu
z;$fr<shy1D!(1F67Vr8pbB$lSXiri_!evdFAiz+XL^Iii+@g{MUa>VM!d?^^S!(7+
zmld*ND@^o+s)F#OYGbIV#u%JhYY57$)dkAx@&a>edIPDYG)#Jd%$u`_RJ^_GOX+I=
zcF}HOdEzClGs)NB5Qb4+t)*DNEwRM&9Oh_#Sz$zEMFBge%E*YXG0+5c`mp4BeMnk^
zE?C--8<btI49cnP4W!n`h15Yq{_I7h@-1js<$o(>S8}=Fg4QX#-t8BsuqYqIR+Pvs
zEsW)r7ew-_jNGVNJu9|eM^9|jh9x&?L(^{NhGgDUgk&{jhsf%B1F54lOoWD6(6DIN
zms#)ow^16B&S{;=SB;L8Ab2qht2KpfFG}K+nc}&X#%NxRJ|ePS$Bt>zFcO;cX~`}5
z;gVKGSVnVpSXN_Zn5?chkUH<dq#hbH(4bnl>rvLqfVPyKqH^IGtuqC_xj3NkPanjb
zjQqhwPPHMHTc?YRXw-0{n)6ukZMlr(b|rk6Y+6Q322I+SM$4}24WypZFaa87c5BFf
zFQ8StQ&f?BO6#P&82BJ1lJH_n8oZbkc7-vCU89fZG-#rE&3O@#ZE8+jhl(Y-oy|<`
z$Y7+mrZS{WDU9s;-azU{P#VT}X;8np>rt169Vr!}6I#lHa7b>LOVUG&kq=Uee2_{*
zGJFsLe2_S9t2&C`p^S*To5K~|%V4K=q_WdnMJ#EPkd<BE8@e<YUKmemUs*(|-`xEu
zdj;A78d8pF;XxQ2>DRjRVlr7y)1UbuLUwa*BBxy$7jY*iI`*T?$mIK}5viTY@IM4x
zX;UI6yS_L4OT)|1uweHi+48{F)a~L5@ewUN2!n(2AdrhuBxN`Y{`5h_SPzoSxh+q^
zS`<OtXQ}bY_k}Uy&crB5TRcDWW?V#8LvJ7rUV}-h9dyu;`$o5hw5{Tb)PvfxjFSdO
z7IKub{Y#3nX=Me-#n5FS7em6jMXg7XBKJWojQk{7B>XTTG39n#9K45^%;xB*tcKpu
zrNKBJ8eZzwkn?U}t7NmdB5l8>OnTJdke%zwgD8@RIpIOnXpoDcgb$JhAB0+iLFHh?
zisJ6arlj17N=myGnUK-UkCQg`hX2x_hlae@cR$Qo7TB7xA*IWM$UdldC{7iYsIL?k
z<pw#iE~W+^L=!xSRta)3gvfuO{0F``68=NdZTJrDyyT1)u0Yz<8%U$)V6tG`cv3%O
zA({W$?uYWFL9No&DVYD~mn-(@O7o5s*mP&D#@xU%YApt}4k8oZ_opBSA^{!*<v(!Y
zKd{nbJK5<ex7cavEvyu2Q*Y?jFm^m?m<|o|cRy4t32Mt(A*#yRm{*a%Ra<7-Whm60
zE74#L0<{hz3waP}+4QC)<Q~MrgTUGYcpltajP%G`w2Z_yx-_kYo{`zq8_0s;gGkeu
zainqTLQ*qt_e15|!M9Xz39HpB)K!J=<yuX<Oj_*)n<_WBJO?=lSc6a}LheCAHmxxV
z9t5@afQhvSw9JT>u*{g2P^qvvG&{YiH;^WeL1f|Rab&@ig`{rI?l05}gFEzd5^GJb
z${p6F`8s$ID$OOkEH}7Js$x`9YY+r-T5asp^#>dolUjSw7@o~Ty^&49+3}4*vgC%|
zKo$-gM4CsABMT=lBn`86f2o`6f7do4x~g<ij={W2uQVLCWNWY3GV_8<CHUT7sG?QI
zBmW>u(Vc(Lz5ak*7oNkd3(euz2j|4p1<Dh9#cxIKgMPDkkNu-)!kc8lOS`|dPPux&
z*_~Nve_5d@+-Q^<j#(tyt0k$L5QhkJ|E?Sa_z+!d5T52AFqCX+?Ll>@GNL+I8C4yq
zjO`WQS%(b#rPy=Klj5-pelt(q{h;3KWMzjNM_u}=EZy{hNsJr>k*+HT!ItzNIS5QA
z2RR5#<RH+IgYY!}pgcq!SrMd;?iKfKg9rT6F>Lft4xcx^uJqnicW20PL+3DdM%5dV
z<l+zV1qG)I6Aag%<{;3!auE1kIS5QU)**D|AkgzU4k`yBET2~zn#V5<&Wq|59gaZ*
zKCN&Y^-ZP6YfYVQ@0q`FKbd`RRCrR;f`pjLt?5yYWAe!2%ej0@fEGCj297DbfMuea
z7|27QArB$k$ilPiqEG{;DA>TY1nDCzfqK5RH?%kh^>3?j@y6Pu>DG^jtd{>c;+XKW
zslJhS7Bbl_8>5*G2L<%nb1Af{Ym$%(-;AL00I7djP_~~lRCc2@Ea$p|CPyxU;;Nmg
z?8-&3aa5N|c<SEJP(G+{W1Wkqt;1!e>hZ8uq9-rxjrwNZ8Rmm`uZMoTDLDA<0Y*T_
zDejHd^HEouuf$$zx)Fb|(LeEgLy+KHeTeXEU6}Ap9WD8EEkkswmX&g{h9f>v9nmYQ
zD+l*++#KYU`<cruG3mW5hMcj9^<?4Rupd?(5BzG|`5T|_zjo=<WB%tpIum^Q{>8A9
z_pZ^8-|=M}yB)wf(izM?+!@9>)IsAO>|k&YwzGKq+qn_@+xYz6;H)0hPt)1oJB=JV
zBbFS$fJ4q+9!@Ua5cvDr9XEdd;J}3+_8mL<?cvi$zdCjP(4z~N4t#Ot%D&HUT-*B~
z;QF4=f^Y2pEYx?`KWKhC|H1Iz`6=6f$EUo24?c+u><y%1+yGKBeIzM+V-A_IV$Bor
zmSYbE2ZHa!osVmX_01}e4c9wkImXhMNRvG>+HB*-T1r^))?#{MNpZN)W(^hDt-+~w
zOHjJQ5+HS0{Bueze(F+_U!J3<JlD|OR?pkve^NV)eL5~)pF?I+<6`r%F9iF8Z^xgD
zZ-~8-T^1XrcgC@erLlaIJu1p<<HcA?*m1?hjKmUac#_=`DsotYQymx=r9}Z!XOX|$
zY4%e)4Su<$J%v<4gL2wPGUv59q;&b3Us5+6`yy#yNN2*Sgu3{vIc4#|dS?RD=tzht
zw8umimGGmj#hlm@D>L41p$STh!jhflU~!o_D81YqkX2sjuP8V8tI9S0YG+R&m1Ce`
z>PS*fX?S<dFKHW(e=gh`+L?Gfu{Pn7yeuJ5?@Xi>I0QViEiS?WpR~lvi?&->aiwN@
zVi`Qr^1={tg()b#(iE6oW$;&2<p(G$Q~~O;o<gcd4<J=jd`S8HIb_zdryBNzbtD~0
ztWCV2C`<IymkPoP>`5Fmyclb74BuwqM>)*w*s?-KLWL<jsj47ETx|@>s4>ES$%jX)
z3RG0)1gXk;%71B4yh>?U`-^15i3iEM!a9V91T}(l$}+(XeW@^{z@E%1DiLstt#Ms`
zkh72*U14IzRT;yRY78ObI(=|vy(TcbUKNy6lM|$<$_iGM_mnOT>KA=TN<;S2wLeSN
zpLme6BdjBNzn~`Rw5m*aRbQGMRA3h|ijcckg4{j$K@nx9h^R^<E4D^Y6VxMLuTdK!
zZBhkiHRJ@#YNa9as`OA*c~2qLqXv+a2IV|xc&A%~czak!%3eXW@T96N`Lez=#ouI0
zp%oRUa7vIDQ(73utAHO=L*>M1>4{C6Fmbag6geoNS&h<AS)C+IUY#1IEbl4Z8YXvZ
zkU>NGx)Tplw}y3ycL}OR$5dr07xblKUz060%wkPt+lrF0E(LiphG<@$mKW8O&rE2|
zrKjGKg{QY<hD)2$!ew<SG<kJ0O<B=XNcG48WG<y)?i^CK1RB<!e2}&|tRw9ML3PSu
zRhjs#zBKKc$tDT5SS2jGS=_arv_==lX~>V{x2QSs9XVJJ^rr_Sf(IjH$g2emWkpXR
zb4T{?(x7^(A!F^y&(k-Cbx5`fs#6cB%F|BiOVcl#Y#D(TYX;q3C}CA}t<4dzZ|27F
z+7*#;_cO2-Ck1&ZLU!g&0Xw@sfi16&XDcguO1FkdKBQ{S95QF|+MhGlocugveP~C<
zCP9s4F9PeBu2g!yz?S7}v1EliOj1^*Uc#!+7qeTHLhfD40};iD?!y1L1^=TtHX^$r
zhL=+l%~e+R6f)PRKbZ#&YD&Y~YaeH<KKZ$HO=yR7ePT_<PG!0Dkj^PPU0{=6wOHiA
z4pR=RQkTtYz<Q8d$iujsj9id}WYN8tgtYdkxQyn==&Z)bsGM4Uq@t>)ka>S<m_3J-
zLqq23Q=ezA3h9)sN~q1+s;J1>t97c58tu8~i>!IRHY3)W=gL@(*;tDqM(#mem;VqC
z4+7qUFujGBC~f4%$?CW<@~WOf=6Uxg^C$X{xs-;t);^ZLf9i{z6~VWa%j4_h>*ST{
zZTaQ8y*fw1@xp@q8;*R;HRUp9LptXE0(cOSSbxDzi|S;hC%3aC@E%0)9+I-_Sqbv$
zo<in#Y49d<XU!oMi`M>}z2f9U<<g)#d2h!y<h`3+ZCI@?w`|cA8cr1D=lhl_(GF6~
z|5GsckAn{69<(wtBHF?;;@fCaaSJU&+C)puuBRvG)btcGe?)&$Gr^n8n>m|QE?oPw
zeCdftd2a>WGtQ5?X?`ue*0E4gWZrJb*Ppg3^8HF>_|82I-}@(F9R%_Z8nO1_CSA&H
z4wXhXhhzzEhGa_`L$b2#LnS#iJ%!YG^(VD2c$4|B%qCR});&?Zb?hs{YrY?syu@j*
zotRWyvN$&%K8Rd*wm2)_-;sgu|B-`G8IQR?m4863eV}381C?_SEQ@Oh%t@{flxNfh
z%5rLY3aRz%PwK{dlbV-ilj=9t{ib>S@ORdiFMn1yA+)k~l1O8DPn%P)zc5pGp;)2`
zu%}}FFMtmbqoP+(`3Ecot1IsSIR~{t^61(?MM90gBBk0-DeW<&Zg_uEKXwGEn>L%w
zo4@Y&!dLb^s-AG_=KbLzg|*XDWY%>WNx|VlvHp@(qzx=d#{54X_d>uLgs%JprkYhj
zQ*o$#gUVo4WM!Z#wlY8^sPt2(R`e9o;L(pXjvhf8rpzMsGgp6KHep-aUC+bz`(9zH
zy4lHTwvEbU)3E}9;c`);KG2$=rIk=Q2$=s<`3I%A2LkdAI9)jhA-Vjrpxo%PfZX^p
z|2(0yr;r8i{YaCK7g;cI)-NR!mfh(XzQXy)^SI{zs4z+6`~*Syrp!3o5p_(_C0&du
zz!Yr^FN)MNtUTNcfsGslrj}#-Gxs1=!?y=(q8x#mSVw>+!QNATG`scty~xw^kD{?N
z|Is+?)ygl1t<it)eIn!I$w7&23;0p>8<Qd`4@tPr^VwXxuYy$)q^1{#=7(9rH6cZG
zT~HB2A7Ew~{0lh-ze1kzMj_vL-4s=D)fCrb?i3H~`?Jk`_}7*0lWT6f%{Kl#d|lQ*
z#~%@VKJyy?{^BrJ`z9W(`Cx2#!&yN{-4#(_%?+_%mA~XhWl;LHijd4J<>AuHW%R6z
zWz4J#PImTrCs%f^lrK9|8lBTqZrKL*xm`Zk9cxj%O`i{WHJkKalk{ZTUjDZWPBFe%
zc{SwItpS1e4~F^PImx)%d5&|j{Sxnd+co~#R^O=8EdkM|nuB9bG>66>ze$Tbc9Ri*
zw22jeq>-C&xG^%Zr!+YR_Nl9J8DQ=lG&<)G_jy8c{PIY0&Su7wclHMVxc;c$w>wW?
z`SQSpa}SSPIrZSw^%MU%?|1Ce%K=9|xgK=*W53{o9|eXS_%Jwh|NXGAefMeMd+#x6
zd+u`RyYKQDJ*CDukSJ;zI7t3r;Fx66>y=1y%0dSD#)@Ea#d<$-^Y%->?$~qY@xFt{
zems2i@b@QA9QgL!>3!c^I=knqYv*=<<$Gb*mjM@dJ_^3H<6+q44<6DlZ~uaIW!o3r
zt6M*hyw+1JRRaj+?LLE(NjIM;a`cM~@|9V^<iZ8M<jSQN$qnzHBDbwSOzz&Y|Bpi-
z?EdZeuART0*|YtZi~F|ye0Bep$G!(PKMpv!>8IdB8~+)0c;i3mM>hP(I=cQx-m!H*
zL?7=dq-0b-GGnF(DS2xunX>wAQm|v|&#^~Od>MV#@8hUzoQ}v~K@*>qQ5(TmRB&T7
zPIkPpl#yt1(1eAKFj1jBB-LyWN-wepNQ-R#vLc(G!eaBywb*Xxi!8o9<GF_Jc6#0p
zPun3KF`4-aVsa5;aus6ogRMWu9Xa`B>?!|`Vy<x8qXLr}Bk9uW$Ov^gKU(kP#ubz@
z6HE?zQlULeWVVNhi)=v>i!DHEK}=e0ek!ZYH{WXY)mcnEgzVDrvIm*Ia4IQYwU|uW
zzU^`Rp;M3Ij|Y4hdm*AN#y7b>Iy}2Fij(h*iZYh+VhSAW_(D5fV77%PTWld>Ye|r#
zxFkSYT<o7yQtYcPvHEI?O}^S<y`Rq76UYp-gY+e6coQ1lUrY+2A#wkyM+rv)K8!!h
zZ;ic{QWq1FQxU_`I%6V@rTl1<ofBuaF%vB%;X-RkNJ?>Wkfg*KkY%&_DQs5Xe4EKH
z-=_D|l;rtqtv!Lve5xS>8d6t6!?x{@1$$3D5*!S?pLmMj8h2S-8yl!7i)FwojW9Z*
zq6+Q2*diM%!CFj9DzS#9*sMVkyCopYVewNs3gM0F{qpSj{`odlfVQ|NKto?LYla7z
zv0y5h1`Wwuw?7u{KJ`erKk&ZbSY%7W1#wNhpRz0ter-Irz!4K!Xp4yM@}#VEfsOK`
zih?BYqOzT4e|4GOKi8S(pXX2o<lAxrH6=ZPls?sv`35w+*R3IW$Eio6J%RUyha+1A
zXHshtuB*!8L-nNz>;iin-)xJFqC6>^g^}Q({HVepNqJ#FPKDkd%d+7CDFbp#Wr2Bi
zX^^I*Cv<7Zp6)?X8YC+glcFsjJWknu>QTzh!26>8kuAa#snvojs<OmDctVT<dm{4p
zV)(_BCso9ZcTzcf1;LUkW1ze`H$YLT2vn742dSNz!FhH`u%@IZkXdMl>}kVD>FeDZ
zQZ|3^ICbl(N2%Kb?x*hNw}_6WRtqnv%97wq3B$W`go@)MN-W3^DrCo2ATOxK5S)%&
zAX%L}NM4;4tgOfgQ9IK@@*Lt&O-WB6v!Oxur-tQANb#oakJC1vd?eW#@S$V}za{lR
zYPIN$s!ViEUn&YV*+eXhRlv2GV<O55xY5;mx}ZUewMaS0#mNlKsgZ;#E5u>yGErEb
zLl~|p=?UE$rVb;sUYkm$LqqC@?LVh)IQeD9CjSpJw?wq2?-AFe9#@r%FX>BD;R&VE
zEfx{-QWCfo20p(&pPASq50|v1hf5p9;W;(QG)1M5rY;lE^Bjrvd|OZWPYv%bA=B1v
z|2bpbi7&I(`+bzXf!8YiAf-0_kfJ>OtgbZUdVwt?)M}BiN(++N)!I1jO%*TxwuF_|
zp3Ias37E3l1g4@go~0^_W962{vhr;`fs~;ya;6L;v*%AGGoV4TX4@~)HOIe_t?~U>
zzLwjTvpKmgdyl*#3%Mz>i$<Hw-(tz8l^QcxHF;uoTb3Z<GeJ~pXB_fBVtBH;Xr7`f
znyV_0;^vm(&}#1q|EXcw5;9}ewqLT}KmN7i{TrXC-)DEI*CsWnwq;kU_UD!7ozyur
zR|<=@K{hRNA+nGM5s&*%MkR|o`N+M9h|R9&Ma!#sk;)1lU+s*D$g}qZG6(G-M?1(~
zol0gxgLLKAC-N0Xzfmv0_NnGw#%=wI_?w0`=`{sgmDR-u)YgLYCT)J8gSr<&3cmN}
z<NlybiJ*g(n$gTk%4%RG<kYa@6qW24bs0N4&(RaQHN5y#!_p;W_VO*iDwiGkR`br4
z2L+46?-jol)#iLBxwdRgw#Bkft1(<CQs5qdneajqWwd%K_aKZ~^N^KxGdw-3Av`6g
zmL^nG(GykWjQHHro<Pdc4hm?<nKzY`zO#hPS-SbRytfbiU|e|dVabA^PpV&MwctD7
zV#iu}e&Inwj{c%GGe6iNh7S=7AA&7o)`w>Ek#CUH7?dNe50>WCgrq5|LPg5*uq3s!
zCy<Jf&@dSq=1wKEmMlTu-bPZtVBb&H`KKRM&%1V~^QCZS{hLCqeWOxlI#Q6XzhXfS
zfISKKAf(nGP;>uKc|>iXJgydV{u)1JcD27uQ5l$_tO!a~J9`4D@aan`C%KdI*;7f`
z+e^rNco62fyS}NMdH7z(^m8?LrZJ7RZ;Nv5+mvaA$BiPxRSR_=f&{EX;A0H}=Kkej
znD+;%qA}-B!kj;?;)YsQaYLah_sdc{djhHS?n|mBx|7OTQ%L0-Z;{41tA23K*!*GJ
zv=3@OoqVaNa|T;cyG)c;x<f9soYE#1TrZ5*hgxH>4uOa7|EYBc)LMh!+^DB>{$!_b
zp2T@APv*R;&MoZ;q-sQ8Qa!<)RJ}5V%%8L1Ny*e@pEgZ=um02Vd#qnfzN+q=$w{k!
zPbetgEse9Ch6iw67i|hD;2Y^h96i&@(6UQ#??ZctCelvL`TaGCc0Y~C?yF6=UDe3!
zJ%P;i>_g^_A4=xVm_nMS%zIcf=Jm#pM=me<cKrUl&!=9K+@8luY+4l`UA;GzUv@f+
zXTPrC6bI!oETP(PGff{{$TS9;I0b$M5vCgjQH9ryapr4Af%&RYY`#(;E$j(ozDFNY
zGiE5MnTqu=Bd53A_jtwr&B#^xk0%~XfB4Fkg!>D_`M1{b*-iTrn6;-x^s1|p&~iU%
zkTWRT-w`UmVW%ms*_gPS4Hx+a{M-x0(Rt^K<MYlI3-ittOL_#UbMHgyeTMvI89An{
z&CRFuE04L_-$t*=_+{$;#INR`kNC$jf5yFyw6Ko-+>qAOQT{hC#$9i?Cb&}XC%jY}
zB)U)&Dn3_DPd!t`N;_4>m7J`MOg~W(n{linG2>`ON@h>^(dgQTG<mwU*1EbmZ@Z4x
z{x*DmCOLjp;%_r|M*Q&BG5VLQF9bi>e%=3*gMruXp9s5j_Z<D)?aQpw9oIQ0+x>aR
zZw2v>wuMC=X{ARUYGFqoZ05xrXpV~Ae=|OI?@eJ`Pq<UmpJ*=~)Zf`Oc#!UM*KwKT
zh<S<Rl;siRYn$l5zPmf<r;UewzuSHC($@#hoq2Th(uprlT|N5X{Pn}1UGY8mj~jjm
zKJ^dS_epTz-jBnA_I%6;-u)3fWY>qh&>bH}hkkHBA*?5~SO*Z!%0Yy_V}NVsA4A6_
zl4EA_$X6E8$VDpx$yMvGkz2N&|9!{K6HoT-J@WYQfrCGtIK1!2Ge`IQaN*dl@2{NL
z@!gG+AAIM3YWufAr?-6*dS>f4^fOz&W}V&iHSgTUucFWQgmT*eLf_cGPv$3mT@y)<
zQ9N?ulyGwH9Dnki1((THOHPv;mLDazt=doSTDONhuyH4Objx<~)V8hUx$Rs2xU^%_
z?^kzj{LOdQhF=4Aum3e<&$=hHy=#AA?pyr}Z~v;FqYv~1Lq%Ug+DY_DBnJ-Sk|TzP
zkyFO_k@F{CB;R`ZB>C>VL*$w__L7_5+ClDkXDhky-A&}-6&uJCE7y@{SFIs0u3k-E
zU9*b3v34aHu<kuFWc><~wqZHR+VC#P+qjI3+0+xr7#trGrn`{|Z;d14*3KcLb}c6(
zj&A!k;>?lnxtA|JWCsR)!lbkAg>$1iL!uJfg5pKZ{z+*~z9|`vH`1i_*D|u}u4d=d
zU6#vhFR2x^7q!Zoi$-P51&gxsqD|?%WK;YV&oy+n(f^2ch($akPIn~}5fAZe=aSKg
zho~dlo<yEH`W^q`<u7>t!5?$NId>SG*!J*9VM|C{YEzIPqai?)UFVmYQ+p#rQFA>@
zRee>iuDYVmt-7qutGZN>S9!^j=eT0cExu~a`zy#eXb?a{5;P=0L(HxfWX!?sPoj?>
z{Wj{{mCyM%LO+TK#e!W{d@F;Wax*+8y&)tqyEaHDuL%&Vs{GP(D{o}wS6r8C%CD)l
z<yW=3@+*Zp$2GIg0!-Kc8Zv%(A2JCVgwT)(4YAM=yMOzW*rUh3jX8bwLDZG74<myj
zI(Ur47B(-nkr6Ge3y+sqha{;hgHrM<0wh|T!t`anIR@wTT%+@v-e|vGV6@yQFctuv
z?_WbEK!fn92Em%SWZcdbWc=RkPvQ?9`!?>x)dw*b!|zA=N4E26NjG_1Nj)n{Rzr_d
zRfY-j%R@vuXHc4<G(cM5@RJuhZsZj@t{Vz1zDAP?=zNU@`F;g|37H5D$<UCDb`Y$Y
zN5*eoK_>3n{v>h#v2PQOUVRXEHvC@9^~m<95MdLaol(b)lvlB0bIa+8I%in2(Gi?h
z=m?OS?S2Zg{f5SD^);9ae36RmXDH0`Gn!QX#)7|s6hMP$nky-ShNRW=$i%HH$fO<H
zpCs)$_O0O1)dz_u!|%mij%teuNN$XxXV&l|lwE!;Gr?F&6PmhwTFRsKQ(8)HbopRK
zT0ebJuAjlI^fwgd1Q<<!#eZo?S=6l|Y4Zv)dE2%pqMb*-P2P9)LDG@%dx__w+Tv~`
zH^ziYtD`uoa(<MqloMY7Z_aEBNwt&&WEGeA<rWvh2h;j#t!jUrMIN9xX9pMxrGZA%
zUqL3J9a7K^DGSGu!d3G~;l>qY%9d@vinky6PQ3fd1JQx7d%{yuZHbqY8{z`9s$&@H
zvS_}(loxBVGZKqRLdC`K!|X-yptM~cl%_Z*KxfSg)E8w0844vqM$=zG3ZX#^4Pr{e
z`}0WA`sHNm#;w1mZ8`Ft<b%tfr|k*7FFqQ1EBRb<qu_?LIv(aiEZ5+Oj4mvJF9uJ{
zUKAj6>X3`149Ih2!-L8U(pn|K`l8ejLt#pY(ezhzX-K6syg80chK7{2?~;=BTYk&f
zbol$st(U&Y+!69&`u>Ra)DuaKqDz_8Nidue7<xx6-(1X%Eis3Q$_fJIRmwnRg)}I)
zR1%zT6NhN6qEKCtFw9_13NxDi3Njh(Kxs&&G^~7;OkMphnXzW`@6z=Lf5_f+;h}6>
z&_~%jxt-F(i8s^Fq}PbADa(^Xb&e#i*%BG$Fw%rIDy+%M2vJmtL)FgYuzXumxVBh8
z(^(Q|26H^kX!<L<G^9})7K|fB(2(~2GE%x~(;u=m2Y!^VJNHPrDc}>;Hr5^G-nbU|
zF>!tN1zBaLe|~8i-BgswbLK|~>m@X-!J*5m6A>!$j68cBLsJ~f&{<*_dUFiJQ21An
zBD4dgA&t`T-m7H#drQgel^aRL`}=-UuRilt{yN{!bQ@{+_1hym3<m_whEtMy!*!Wm
z8EDK;V>r_jV(a50GjB#C_ah44M<h4T5y{b%L~^v&NVdKxl5HsbE4nmDC=G9nBU4t)
zBQux3L*^{sK&n^l`C0Sc$#0FTu6|LpF8CAMX4d`kJ&|pdXX4APm$D5yUqe<-SZRD3
zzmAiVag!A<t7XS1D>zZPrJTro8;7qg=0@l&T%O+iSCA=~<D^4_1R7G`okwQDgHSGA
zM{1VtdQ!0L=nvKv7rriAed8bXTLSO49S*6jKN)K&J1<ohUDqdL{>@czYeHn=hS0Q}
z+Hj$=f|j6m(&O^%j2KM`GfHP=Me2+G3Q`OW8I*?C$B~kE=903-i^<%#*N}#{w?DBi
zKKO0<yC*(tT66Z^y$#pvI(M*&8xJSumYvT^xA<ujaQ}TK?)4X-h_Cil=2Qh>z8{>T
zc7_V`9ASz1w(xjuF)dd2zu0@vsHU>-kNaXl?9Mp$vG<CKii$|@y@XCe2_Yc~gb)%E
zLP+Sn_ufHzmyU=i78FGt8zP{fpn%xxevb41t>+auZ=V;>n)O+;e04rKHz9X_?>;*%
z{{>|H&msHR-;i_W5b6byf$EcL-<zckrn^p?joenSdi+$8(leyWZ~Mm}to#NcHM^5u
zl!P46`TJ&c*8U>DJi5!HJhRKathCD`zx)y}tKuR*t@45(xvI@Op}O_I_}3wK=R(Lq
z4*91JLizEN&>*GwzEetbwD+X$!>6Y#u8+t%w>?u7mfzKn%DzrWPeKmSXa-<tgKvXx
zZBVOMRTQeVQ##zM@;jIn6&Kx$Dmpm1l^3{~RqdW>)vf;pWTAb?+p!RGkN%DNIQOHo
zD966EA3XD_M^gUbQ%TKhqsIuXW2fCJo+|ie_ZdVdUbjh)LeJmB+IeLG&7vCbhQJ11
zeRwmcF22RRF0+MMTh!`YQ{CoTTHVGftZrlHR=55akc}Mjw=aaeBY#8Lq2189S8}3z
zm(-&tyQHs;9?)x@K5Ad_@|1gazoK8lU8AVT9=nu~D~z0gPF|6)U0CMX>R-if4y|=-
zjHz>NOsQuy=GM_0OX{5(Y8$B4^$pIY{|)3Khr(?OAzyL>)a>5&{^HhM{SP+oxIVi5
zOzZSMql$M&N!g<^?D(guzTx*x!UKDW34YgI)4b6fL|&I5|JS(#W=C*|OM7G)tv#Wf
z+Lm7K)Lu|dZZ9u)Xl<x;Xl(vZARjptZIOV|U2DEKZ(Kiod*!+tFV^jCo!+KU@nat@
z``s~8!Yese*r1lT|6}tY;XP6$|F%mU=O#PZ?K(e=aaEK_?+(m%x)PR4z8sTB>PpTh
zc4Z-o^6f8I=h<9pF8D8?Xaxqvn<P+Q&L6L@E?a(cc-gA9>9q$der{9BhJ(0-_os+q
zuT@<9UKnr%&#Z*pCyoKEht464`>Y6BA2*tE$2-=s*Ds!UD<skGW@M60Pkb_=CoKiv
zlap%QQ<7@cQ=9T%K*@3p%GNKKzOYmR{Wgqv+tjl46+hP<&PMfrJRCI){Va#~eXB+G
zdTqksyd<!Hor9na(gc(Nrij$<;b;HEE5P=#PY~fzV6gSWuu#hfF=6KaB!!#Z&j>fY
zpC4gzuk=5Gilx}Eo|vAi5@Kx+7A`FRvEuJ+_**g__R58Vw6@Pr6%+m!eZ2d7bE5NG
z0);$5q!Y)T7`9^!H^NJIck59e$8y9QoqzD-nmrHx_uK<+DAvn(C`n*Am?1D2%=i8;
z-quQBH!p}|tv45ll|NgsI1B##I}Wz&4*|)OB9K+$frgeF7#h%inwmO%v$nMTVvomv
zBHLJgpxc?fXA(``aY(pnPe-G-LbAb>A4PvE*hz0Pf~q?aOVgf6rfa>)bp9`HH_pXc
zy5?hL_veabeqOvd7FMqfh8;VEa7>a53epUeL6AXD$qsO8)?lG!4mLU_;Gk~=P6h_x
zY@`QFV_jh5w10Y<X#Mau)%f9Orv5$1T<u%9h3dChOO>xlR{uq7>s+j?M-0mtz{Fx;
zsYD>G`%?gWH@L&`?KC*Ej|fVVc+fm%2Kv&*U~<|3EYIkI%~>rV%4-5yK^<s{s=!cE
z0hY2dc&I3Xm#PAY)Z`&RT@J!DWFcDfzbNm*u#A7u&&7Yh!~$UXJU(n#><T;naD)SE
z2ypywbCBI?3@W?yKx?ly7#>guQ%O~@KCBG3M-_o2B@a%=<-qxbEVxOZ0nSMo;Ga4T
zqSGfK;IuS^$((?gGyetnt`q~mZQ|g6{4elT-2vXXV<5sSf{3IK-p*EE_#DzZp3r52
z6T}&FkMtU4#``>Hr1%dzX9Nw>azdX`3&RH}B@s`_6;b_;wbA{grsyXQ9WhTFuEsoe
z=#9DKcqjTM`S<+)4*$15;D@e-Ke`qH=vw%pYav9}!p~X>{2lbcmu~%8=uV#Y61cwR
z1#n+-!o6R($NCR3lY*Zy(!&Ovb0Yd_1yN6^B{7dF6>*Qqb@7iJo8upmIujm|ZY1=P
zZzbHI+=}mZx|Q%dz#rugfyf~cIrt+7KjY&NWTgZ_M1!A!RQxAjCgrV=?>6q`?>Wi~
z^BLyE1U_RWhCOAbMLuC<$2@i}h<ivYPI%~4ne>2CpZpKG6>&MGk9;HLhSQDY%hVew
z7iqr-0+2({R&fYI4gsn=A<*bJgj%9(&d%Uxh!g%}psUlAACEOA^!0k-72-F<iwb$l
zPKbQMN{xBsnic=RB|qsty(HxxwKDad)A_W!l=k$yl&k4CsMpdj)2^mppkGaIb^bjN
zh#Z2ELkMyRLJlE@$05Q3<w3RvKO@NakD)G3lYt)Yulz)U=fa?XXZ*;per{a!BX&ys
z1GmiNdyM?lyUxWKee|l#JJg1(JJgHWJ+v#?mz}R<UqCdwT*+=={2mBG^+gDB2t^LT
z$RXU|IK-GKp)AJWXOsi}V+4&l8S2h{87L4A`vn9&^$w4G>=_&Pz#}>No_j`GA2ToW
zHlsMF*SR{km)?|jlXfZpvdg8scE+XrCf7^(b%<)_rM%w(!N?&LIfNbi3qp`Xl-@Cj
zGf{##OM{=Ww)l_HWa>l&gZ(npQ#cgp8{F?368%sRop_IznAXQh&+296<=%2FF1YDZ
zQ`qC&T6BeRv8c_p<6Hx?<6Ny<$GHmD#iBCS#lqhKA;=*NIfNsJP}N-!t9uOPAc~M^
zrvEbmkN+4)bef2vu}34>B9x7VJP8a!`CMdjpI3ZlFE=gsrh9JT4Q5I4bw(}9W!p>J
z-P%gev)an4-P=mb+3lsp?Dmo(&V}ON0innte2X|lAct_3U67z71<Cpfkb={L6btK5
zNj8+pc(VJ;7=~~#(lg{qs9)^;fUuN1!r1Jao+$;tvcYStlJah5L&XJFOT~HjmdZ+Y
zOJxbCrJ~5AwIZL}R+jr8Kq$JGi$D&M$RSdBCnRY~p$tME(hYPW-PH1PniY8}#h&#t
z(aC!#);;7&q%ih=NO0<Hzo^_ELDIRa+??_&?qyY%SWPwPkzY-PM`KMfx2dLp*HoSB
z*<6+7*;1LwZ!P~F5QZEgkwX-6h*8=JDe6ZdT~iJ+b#)-i$l^<u8R=~%fjO4u;5D4&
z67(dN7jr+-FSR!)JomaNq2!8Zc2yU<vaSi`fEC>H^+mjf`dofPZ5F?=Cc~?#I!(}A
zl`3ed{2dVfKZj`K5T~>Q)&EBzOC3G`*V2MKeY3B5IO4lJ3&wbkt>^PhivQCTx2S*O
z1<Ab;LAlrbV@of2W!0jdD3rm~H5Q=!E8FXQeY&8b4vhe>P4;f8NfI_yCkmUZe#gHK
zQD`52IV39XfOMt9kc0Yz^3^q<NE`S4oPq6!VpH10Icv^nk-cazj~;qIgPU+Y-Z$q$
zXhd1PZ%Tc+ptw1YU(=EysB20Qo<E-?YN$&PHP*)aG}XlUG*!p?G*|r&h(P-gjT~Z-
zL$bnl$W-`sUQGsyRMenU!{}$ZF8)KM5&3ns1@n20t>@zkXTKW-?6?bQf}Glzpz?De
zap$xA^IB2gOIy5eZF8(&eM5|2Lw&SgV{MdQV@;G_Q}urVk;}y(206qchZMPOkS%uz
z3gyw97DW}PRMr1dqh&F5-q8MKvpIF3mB_qZPxHA{>K0p{%gZiK_ASqdi8>z_p4k==
zTGbvFT+<R3T-O*DbiO_;sG%+_u(38Qu&D-7{X728VY4{IA%`^Ct&n@>AQa1<gbH~@
zs8!bf(4>KT-ELs@{IZ4ZgDyLlt1T2!b2THTteBIPl`SlbO$|LCoRHe;8(-1x7hTg5
z5K-3{7+!xqFzkGNP-sJ4a7bfqa7a`2?|>+@53$H0{@5zWklBK2@BL7E`Z(0c%6)56
zRD0W@uKV(;f#JYyOY>XTZ0H>q9fj46^eFUu44H|=UL_%UL3Q3)iOn9FrEUC_nilW)
z+9pv<eS>e*`SX5}4RwCujWzz^P1U~xqS15SIOLEZwF<IMZib>0d!h2=QD`_V^YMb5
z!s}~lD#Q1URqj7DHM`P_r#5sG1;riIh_ohVT0||Xd&~W+*(GreE+yxhnEB`<nqJq)
zORhifm2kdZ5ZhSm9o<wdjB2j>9T0;Y;*mola>zNp2}-2Uy!~U6U)oL_e{)s#<j{Tf
zlMkQisPqh&n6y8zqEz<Ud1hZFhsJigB>T5<@;sV+%bXixYsd{n^_1#{dY8iU^={b>
zb?mgpT94$W8eT$km1lfQ<?n!4<dCp=J|s*11^I{nhKj@6e>6$%ow|JV;P73U1NWcF
zpT7P=UHihIu2oIH2`&GDH81IoLr};~dYso)cBb1U-$L4j=u*eF><Wjr`U+BQa}~9u
zxym`exym)GrP3|EwStw>TK+pA4ml)knh)tm{)BS}*P-7W*!1Dz-fhosAKZHHnbd)+
zFVD!ey;L%&dZA&PH>Af%95C?;d1MnL?4!nb^l(xb-9Fh)T@m@D&eS4@&eB5Li><}>
z4eceQ%Jx!9aeFB(zrBQ>bD{WmKs>59Q;@^2KJT(UtG+dFU;DCW%bI%wJ2!T}Jba{O
z@|1GrYk6Gmm?|;xrH*UpFwRT##5RC?j~2na&51`d2T~lbg=P@D6S8c(bF*!_YqG7c
zbmkJ;F6G<Scjgl-JM$e%e-9)ghcx6+uxlxrBei_;@|xxM`&TdPezkpD^SeVQD&C(^
z&zU}JmiSiHA#_}iA$noP;|&mf+#b<`==a&-<Ua2hVsB8q&8?Uu{LS=atDbWymNy%d
z&3n32EV{0xS+!nG$2VNf_#Ke41cS_t=sfLaiO+2-B_7;gJg@uZs+CRex9u+fdhk@v
z*AtovU**g~Kd9ULOc>I6FRk2}&xxM&XLKRC-`$^xW*^u*2ne;l9~o|OFDcUOZcdcx
z-STLYyDd>BcYC5tdTz&<cHfTu9gwydgWQetpzhDPcdss*)BR|%c;oxkYf54JzHB%o
z6AvdfLO~Jd^I4m~n>KNDo50hlV?-utl*X}p&f*b<_+D0nzTOrCp+2ThV|{V`Y5vAf
z@&gQ?R3MrI44&NZH+=Nyw?Nh+l!2@iyL&+byL?juYaCuIQ37k$Wx|eqad7xl2%J_C
zfvO(whk+UMvl*WH0dMax?LfAfq*1NkFr6*NxeU`W;jc3fEF*NYWiXP!(I3h1(0x(J
z)p=3D(|O*^(|+FdTOe-%_Ml-Nb_t!sIN!HGtoYs1#Tl@EeJt$W6AV(vg&-%#1x+;u
z80b>K)X46KwJH7^(bD3J6W;U_!^Zd{+s^PkpQ!)N*FkqW#8LZgG+ApZiK01`>7+4P
zNL8P#q^V7u|1JF$7}nJ?539R24=Z{+e@+^#SR4%-*95}8?E*M)kPQka=%9Xv1bT`#
zfK#;uOHEU-)iwf0Jp-Vln=PiHHh36of&i!f)6YchN2r;~cl40-Taty+w@gdLuZ30$
zUrT>WcfA-^*D)6>ye)<$kI$bI34bp1hb@2d;lKtrltDOw>^?hCK5PYA$4tTSq!E~*
zW;VR6HrUId{6Ss~=;#ZUsiX`XWt2Uj2M@lgau9+V)}wwM=FpIV3{4rx)%qRvO>?k<
zYZ#XF1jE8WLd+Nbn(qOdmN>(%KOI1Foi#{rG6lJ9hM>Aj2ekKSg5iEuFgvIW)`t|q
zR#F~FN6rHE=ow&0od)+~r+{}{8iXfKK!Egd2s<eSafqZ-zoW1d!xHaeSkQ9}6T%`f
zCM=ud2rK6kVB<nl*tOIEB>&I`=~ZfQc8wCKtdj?=4YHuWQ3i0EPJ#JmX~1ti4tCp)
zf#de0K-+Nym^&qbgAU$#?LG*8d-g-<-u)2$TY!!F<=nQ+1Llz>;HtC^T=jQ>ySWs&
z+sT2OlLjzYM&K;4{7wzD{X&U!{OFiKeeaOwJZ+!t`qr+%ZPK>HeZr=aJ%O*|yumkn
zyteM-zP7r~8@GJG8?k=M8^8~8AJ`0Y@BN1V?>KCp2dpDYfvLC-SbDp`!%PaeHgdqB
zXo8!oF}U)rzBvcjf1*ZE-c#b}(~haGQw~|INn$?xja{+FYuifhxJ{ksIH83<hQH)B
zX5Hg8YW>h_knq&&k<ByyZM#9QTfYG~=vuIlgFA9?Q(O-mo!#JRat!zcdEhx}0mlXR
z(~XD!>gwz8(K(FzjvC9Dq9nUbIA(HQJLGf6iN&5{b`@T)Z0iIsZCbrw61s#h@x7uU
z!Xx2h+o!@ib_2re_5-48#MuE4)Vt`89N5T#g&cU=yZ_C_gx2yPaL@*xv&m03hwz0Z
zB7I<l(BIOdnG@6`_G?N8cib_L|H|Q<;H7<qaMZ5eXT-MEcf{t3-wQ&YU%%}mzdrkZ
z-y6gyewQ7d_;vjT;Ql2B>`illb9gDRk%K^MH~1JG179n7@F8l0H_hY+k7e_j<4u0&
z7UVL;h-AH?CveB8>HL@ET<=lRIiD8}6@Jg{>;0eGwFeH{UJZO^doS=F@ljxp!=s=p
zq=!Krjt_&{e*^H4g9mcpA_otJ^&ryN4FQHy5M&__fp*&9OELW}aJBv9=}DR9_`6QH
zg>%Lkar~F`RN;tIj_-4FQNS>%B4~(sK4j3oBXrR2X6OUr{m>rL{m{#f_rorb?}s&0
z?uRw~2Jl3g7<c1b;2{UT+<Nd=-vuH1QV?b)51|BY2y!(2?&oa#(c8o6t)~z34JU;A
z$}L7P;*#w9oR%Fp<Wv;$%&{VDz@Z`HDe+R|W8$62n~r^vm&tum?M{7BP1L@qI$B>;
zEv+wdHh_;Dc*wyMIe4F4kFuCu5UG0<qD|x=%32E|h$i2IskR^e+^AFD0=L(mfxMUO
zDA99fV!)ttX2<}wFruGa8TEwJj55({vAyKmv6r2C<JzdbaSgQIxEgwIT!r)P*z(^1
zUMP?9{Ch6&C6|KlnRO_G*a@*ZM<CwlEX0{>LW~XWM<m(iV+aFfV_ep_w=aK$7v?+U
z9v?K|ni1YlFN}Unsfv5(*q(6L@n+%`YEM!tttYA8xhJX8r6;MBaWnCp>&=8B*ITm!
z0_4C)4g%y5AhQmlQSJS!KPXB63_2&J4hdGqKVt0(pCYN0sSuXixSuzFL=fyZ=n)gz
z@0J$z$hjc?fm2QLeR5aoRqFNBR_AMJwJz7v%3ZIe6*I4=7Pwtc$#uJtoWtr#nho$q
z4qhAPf;VyqKD`#=6t|;Z3`t1UmO=d>s*q}C2+0KN&+#Pk+bCz|cnH_?g|DCAuYB$a
zJ0<pkOF{A-YF+wGr|!%)=kClJ*DG12%qv-itnSQQ_p2FM>}%;6?CYuN?CUAB0Ya1o
z36O&jIfR{D3yJdE(6jf0kg0JBvUHUp3#a!z!_wkInw`T$qLa(ZXcl)c#M>8*&I-Hb
z86V&6o|V?gD9>(lY0s@;cI6hcx^nZ_UAbAD%h~B3SF%z)x-*iw*V2=?*V1O=Uk7jG
zAVLn2(rZxdy%jPQ4?vEpG~{V3LY|@ar#v&$$y|c%Xcme3EXCFRUMyd9J;Xn}(<d^a
z*)t^rwIbwIvKk7}fV0AEkIsU0?xp+`URQ3C=jEIP&nsDRo>w#C_*c_s14L*agvi0?
z&@zZVu^Q6OY=La~eUPtw42m@6zMj+9m@YOk94ofA8ahWJ{gdOuyq@eK>WC7BHw1+w
zR*2%WiugGNxxDIg8N7~j$^4F@1h3A5IKid77(rKVwBSm1l%P8^N^mt}Hoylth>(Nd
zp`{Rad^Kd8-UNAP_dt>2Q7BcD`B<T&{HDrS=S7Vr?n$MC?ad;ZYiA})*pR>vFOLjJ
z$`6XpPWMeOOca)t#0uL>qD39&B1IPqBSf9~;i9hGaM9(QFj05r@AyB5^>ZQM;8I9H
z^?%l>jZkoA7wUnK{8p)Qa=KPa?p33a>R_vtPG7y9&E+x*qdDKzyE2^{mLKnvm>L<L
z9UGEd7#4W0Bq*@GG$`;waZtd;q9Fgyf*}8{ydb~JIYEBiS%}Qp0AG{^`5=d&{YxPE
z=wIl}+y*#zY6n!v9{5zJDD|dU<J60bhG!pLG}FG(WJ74Lc66yJaTXNivP09;1c@<;
z!CApE357n9`6YtLrcz<}g<?_Y#Uh`O&H~@yt~}qM%Q=35-C2mt*#JM};ENnW_bq`m
zRQKi|TMwltw*IU+z2{xC{J~e9>PH5z8%W=|VxrY`0dL*V;NV<ZMf1ukb_<Ei^NbJ4
z49F0s#^iI8a*A0==Sw*89p`w_7Yq53o%vqjUAcm=%h}!`-I>1w{E>qna){Wo7&4Fi
zfzIWuK{G)&erY_hZQ`Qru8|(KU61>;k6*uGtkKqGWm(l`Ps?j?;w4qP28NY#V?{+i
zX`H;sTt-f2AuXr2$T{<3Av3wNz&-v_9w+8<jz`p$Y+ginCNJV@#%w?Ua`0a_7ot%=
zO19*3C^@tW>Lk~_Z$J9?tLvx#9(bs{@%AH4sY`bZ)y`kHFh6(MmXdbC(IcwK+0U<@
z9m%a0Cb?9EXOhd(bBSfuc@D*0c}_W9x%BkQIgI2h+02CQOjhjGbobb6vjTxAj|xN%
z@u&|YZ~s!L*!#!V=DjOlcOO{!^nvt>zCndeR|hl>w>&aXuIMu}$?hSL;<_DJL6>Mk
z{smTuYpZuGr8z9wt}!hg-&B=hjcRPW^6pGhL3bu4`)UR?{aU(n%Jo#|<k^8B<PeM;
zQnoLEBGgA&w{6MWOIwyaySHQE?ZLx;T^W(x(K@VptooU*a={Z5!{mRgZNu)^y9jSl
zd8`|5e$;D%P`mE1XshnDc=PV61k>)D36{-0N%-m;$+jgol8FU9$&NWaNsd`PiL(JA
zD2E9}XIV41qS-}T#6P#L6-PY~^Lht2E$kXQw65vZ>AjVsN~iLkYpN#=>6?T-Gqn@;
z6KL$mWOv#lrkDK#fv?qruprY1>7mB|RE8Tr=n2DJ?~63Oa3|WL;dZQ5_3c<f>FrpX
z;@N>P<PeF@1?8iAsk&8jA6;8Kr+0AKoJ-@ImNrZt*jP3peJJO(ylmpQx@OobJrmJO
z6C3s@o<bXSU=T+b9Q-h!Z~iP;X!11C*Qme1&)`Xezd`?9Kcn79fyS2~1e>(~6JpkI
zKh(T_b|3=fFp229vuu^v!}f*PjhhRx&hcgQ>OXAyqvXSZt=aFT4=22nKO6c^T~qW<
z-<b2x)SCXz8a4cqoCt3i&K6@lrpc&3+vr6!*Wh`Er`~WWUuU=#@sO|o;2GcG<}+`@
z%TGl{mu3fIP!5x|6nlJL9J|)J0K0H!Ay)T(h4{H|oBzuEeqejtcj+S`-xXv<KQz=l
zei-PZa}cHuU-4EpA4#^B?_C^B-g=OYCVi;-6Jd1S*NHCL<GHSyW0g#eu@0vC*aN24
z@N=f_gAq5~d!ww`fP_WZ)6zNE^``k)>lJaV`hkR4A^a(k23uFhz@hEIa7t1Lil;cB
zsYnNX4F@pMB>>*Y;-`ZN?mOMW@T<F(-e&<p`%|E;=7(rI_4jE+)prFBD$_M2<>?Mb
zrRlqlDifoQs^c$bWg-W|dTQrjEp79#ik^8`-qQtQDX?l`6zo_P2#2=_&>098C?2JP
z`YC(Rm9qw%k{MX5839pKAE-Jyz|_+Ou7MgV2vi`{Sm|e+iNcQzQ~4i7W^&(a%+G#r
zw>bOlwuS7s$Fp*$48vL*=3wPrbFl1tbFhR@i|2&HS_wbc^#>o0tapWz+sJTsuMMb3
zT7b5cF&IhfgT-lWusNdvq_e6(msdu`kpg(4hC^TU;3G^`2IAFDqh`=kP^ftlsx+mc
zO-mXs&Psa?hLyKrSXK{)#XQBZU|1?9g7xz`uzd*~_N^qsk#$yZauW{Zx9NlWE^W};
zs}8vR%3yi$SN<Rejz?sHepCkBr2a2^@Hv4V6iffg9gd<#;UkcD`Y=?;9ER#yscb;&
zU%{~G2N>oziD7)?-~xZlCBZszJZxQL0(+P1!_k#maC)^WD6CTi^$l{MyYUPd{mLJ<
z{9pb++$IH-?MHyI17#084}xIV0SMf^4<h&Mg~YvkAZy<q$eoq!i)j7Z80IsGVIF{C
zG?c~Iz|uLU$U_g-&R2&m;!3brLJp2Bl7W*;PQuw`$3c1dQP5a%7<B(Q1V(=z0JD|*
z!1}MfV83cNP*(2*mo+<pvt}Cz)^0^#Mw=mW{bq=s6(Fyh1H|p~fFLOjc=;7zueBZ=
zjdudsS`tW(r+~;*06Q;runE)!>nKC8OfmtB40ABcvjo#(>z^i-gdey%oA1Ugw%?5}
z*?lwWvHxQD#Qvk<i2YlmG5goXZ|p}*CheY?PT9`}P|z7t2jpOLNE`^rfuyk>oQ!q?
z)#@-%98QBHLlKCc8er$I2ZRV?uud=o%XCYy$hH1qc8>7fw8HkANuAwSTnq6l?vle7
z<C_kjjQUCMj7CTkxG~bG$s313vk8aC=98q^04L-?+BOet4=n&2xfMWB-+&^&UEpka
z7-+=PKyg+AM=oju@-+b4FcToeTYz<%^$*J&n{O89?7o^;5Wkq!Ieal~ar|u3MgD}l
zMgCy?j538Ap}aC3BM+IsCO@`#L+P`en3aDW9Fc<^a<D(U0%)om{>`MA=IAYECj&I9
zGEmss;3zT#VyGF|##;R#q}qJ5&bIq%S>*7=qTKPbc^&zaSqtT(>1C%6Cby~6xIx-$
z(^1-U^H<a-mgCgBR<CJ2)^BD7sOT&$dFx!TKezxK&#VB3$_8NR?gF;y5n$QK0E40e
zbT=Jv5*Pz1$l|AcH2#}yvfUR#mcwW3Lh?teGN%s~wY2x<t@QV1SDdF!@48Hw4!Mk&
zkGS+(y>jle9&_ozk29_iW(R1<fr1<ykOTGf3ScR10Iv2f;Ngw{*ZK^&lT?7g&;`1u
z2{`#%eJ4fQekCS4e6r0Xe<T!8-&>c_-&xhVOk1?NzBRwfoHTpn_R?b5?Wy$$vk(8$
z?K<Hl>$1&DR)_8E03CgAJ8hW@B;??7a>c(nh?nM0@HRXG0?RYtX|D=wnjW}vOn=gS
z@ZX%m>_3y@$sdU6w0E|7F4Kfk*D32-w@IsZ_X*4E>@mxJ&NJ&_b{{%Wc+K{O$0fTL
z9&Pq7Jer8J1J1~SiX6xX7J%D{72t((5FfRj;HQ5W{LExPWTOIniXO0;raxW12w&(y
z4j-LjoZgXAUEbQ~GJoZhZwPfLm+U~fWG`>ndcgCp?U3g+yCMEX;-FWH!=TrB(h$GK
zadv>QN(^Y5=K=*eaE>hp5y~I}Rdzs#jwA%*PD7xz3ivqa0pHo|2iwEuGt<xU13iNN
zmXgGrBxSQ-+n1nRu%7=4e@QTkf8hPVc0h2=en8ma@Kn_3_*7I&ek!V@3<ygp1KzU%
zuE>Fo9H{#jfalTWsLgFHgeh%<NUehqX>=08QGZUbozAaZ>Ia``^O^1K_}(?dd5RX#
zdPC0SjuDH!UfP})ju5(i`fVToo5NioJ@IcKKlZP3dhB0Ded2eH*6&+D>-U)rV4_US
z1>MKF>|FrfhnGRf$u$tIuodDo4?w)Z33N_L0itZQzJ)sCKKQv1ro4EL;~amNQDzi-
zn4ZdiN-hvRa;WjUXMZW+7Rus&WpL*y4}vSG4}y#757BV1M}fJ{j{>q>9{bP6zYYxK
zz}&L{)!s`X0@dE}@|)4Qn7!y+%rTV3oc)?$rSU$7X!ItGYK?B&NQ2%Ym&YDqoIYlP
zpogCAch#vZxQpBz+ClCOtEb)zFQ?xNFLb#dmdm&wn(6u=B;EC4a4Pdr;B0^!+6M;8
z#N2nGezgNjQT@LPlI1r-n(A&y*FN$+-B9Lznz_oGWE;JaII{Ubgq!`n059hr??8{s
z9?`-JZmEIIE`?$B^xDW8T6c7*^PT8?MqgAG^KN9C+r98)*8Q+V)`O4)_lLo=0W6fu
zxgrOT9pVs->fZR{D<SRd2FOCWRF1}>Pr3TilQ|{|quJJ)1L=;&XkLun^>7d8PJbV6
zvv-(J9XBDk!aX~pm{}21;Mx(F?baKY#=0Go#J&@q!0C&O<J=36;oJ|4_IMC78{m!{
zm?#tT+>Uyr_AZ8`V}C*>`fTJXZ2MNAx^KEjM{4Yx@tL7>mdgL++8f<Sq1j!Gb$4zG
z6>zKl1AU9VqeJpM)1opwisMq)%?XK|TM2R8-neMq?U+bjUsMF|Ze%#`UU(SqpU~O(
z*TD@rc%d36VlO%?b_~tTIkg4~&Tjrxth{TYT=US2D#PPXD$Esb71<hgWl?OKlbFs`
z(LC<CP+#9{|M1WhQBriAAU`3BU!N52)sq+|xD_8F=#32#+=&hr^hE}H-3t%$x*s|l
zz(%zN3poh4%!lYb3n4=a&5Ds;^|M%J!@CNFZDY0SdxjeI58bUbk-u6-Flftnw5iQ-
zp%*7|JhG#OKFMJrq0xcy(V>1h2?4&<$-ZbbrJwK31V7*2I6t2|F@B=HC_mBN2tVQd
zu-O34FNa@w)TVh5w_5_TjxL45V=KRwpIkdxC;RtEi|W=V?b-)!HX6%yR$1$xFLof5
z<<V%l=`2oi5?>S@8xRs4858XjmYLucQjx?9y^_QazM0?^)Eg%VxD(^;-xuZWcQ-=l
zdp~S8zymqBBM1M#=RxAG1&}Mb7|qLF@uB9}U*pZE*9=`!UVHD7`u^@#BiWXEOWmqU
zd+UN?C#SSLS9VM$PZ*ry8!SqQh~mbk#j|2c6J29EliZ?jC9orU<2*v|L~}#>qIf~~
zB0K}{ht0;n4s7HQgh<&b4h8!c{;W8#<ZYwmvXRac%lmuItiIW;w)f&i1DX03bM4}K
zTg%K!GC97)g%w)B5r}ex0o=^caM!ft7+UJNcuHz}0yVie&N=ROjBE6rXt&6_k?!I5
z!r7tsLuUiHD3|kCKL^54{hxvE>56xWf3DprF@9l>#9+_i1$XaA|JB{2vb(uk?^MM_
zQ_b8~f>}}n$sxRk?&@3N?#U|=__`Jahd31^L^|Xb#@H3K#@M4#F^=hdQBFyBBkA$?
z!kuI8hcTiagv<tbA_qRYhloPtp!<mOE%T<EH_m%;ZPVOGk9W+y@$mSc7y6WT)ZWxN
zQFIljmUhV+7kz<f7tlhbdp5YSnRR@DQ%#`1eN}u2zA`_|vZ^KAvf^Giq3~X~efIq@
zQrbVE<m3k-P6-c#W&`*r3lgE{N%82rt8n9-?{%x^j9*?M_UQ3)tmoOzd7T3%mNz_B
z*jjo|ODgNO5gJ-+VGw-P&RTGp;>hZBWl%djJ&5fA0_(OoAG6kcf0MT609@<i0JEA$
zfmS7t0tp3=0&TM&2iT`S_MZ(9AcsJ-7b$<B=l_3UkJ=Vtw|f?0*PpKt>v+C%!TI6i
zE6WDux8^?8kW74RcsBGOb1mUr8&mdevMv1<gW}M`W8iNDxSQRG=NjKA@HFUY;p^WR
z;v025^TwSY5Smpz6<L%#6<HMw%nArm78HSUkQ`M1*P$~A9jFJPcOlmH>d!f~uXZjf
zekrvkYvk<CgcoW@Lx*+cgo8K@_A_fE`csmnL%)kHzMto4_9TF6^d#OzzrVm$=V>!j
zXJF7(_x31D|MCdOu<f~rQNwdCu6md^8{mu9Pgsogm(0U@8pN@Ss0X3x?n10;@~^pt
z6FZk?Oh~Pddn3C$<h804`c2NW>~WkLZOl@aIA)Kt9-~{BjdAcsW4?B}W6=(p<JpdC
zuWKl(Z+a=}BQGgh567LfZ@s4LUKw}MyD-L>4G3P0y~+~9daLGP9WC>*^H;^O@<$7?
zybo*Ur+(PIBId)fzk@!W-R=ER?I`=Bt_<y?u_E!Kg}U`eI~~)HR0G40?l_%KLNoQx
z;T9^NQ>_#~m*5pXwGre$4cI76ytYvreoIh){MJ_E&b0k({EWx2yXP?MV%^+-dk~6m
z&BwAv7mFqRST7#=bMJ}(IKDvu@;h0edXNg*$L+!Jv=x}knShOwK9JS4!BtZY&0Y94
zZ$Td7^v^=Jp)6Dy%Rnbi=I0>p%$F&g{M37#(&#7S*?63ddN3+6tPb@c6rouV>G$Vh
zvEP@8g~CR0U)aB#2gldA!kNuz7Q`+a&^TZYdPj`F<TxrmPilaJ3@Sck6@ZNf4G9%w
zAXMoTB&nQ4!<SA#wc2sGq<$RwHIBiQhV;+RvvRcr!|H1>tf&LSQg2~c#DEwU2!DtP
zVB<V@*u9trl7A9GdaV_l-Dm<TD1*@2sRf36P!Gg@1t1(e3yzX9;Bw?7cu1W9pJP%G
zegYj#mOc#mCncf!^dYz)a|rrm4#GHUNSv7lv<F2k7?yGs^<X^2Fwuv(7#CKEIm7C?
z4zL+z5W5$f!r|oxAdNDJvujjQ4}=0}qaFyuji<nD^9dkqJ%$R_BjEhM>_NC|KZN}+
zcgWed8_M?Yg2n^8;OfEIC_azYM`uw&`!LLF2*ccAK1P8hVg&dDWe{uT>ci&w8nA1D
zG8|ec2PYQGfb3FfP+Bep8h;!Hy+02DZsh^6{A(ZB{V#i9uGtQrD0c`zxkL2&O^~)>
z6Xc^G39Cdum^L$M7trg!iSiee12H~em;=f|EI?e$0Oc_n$U_Nv$in7%Ct=t8V{lOX
zFi0&p2&We8gR>I5K}ljKXe`_gx(m00@xskuv1lXMF4_Q;#p{5%WDW3_u7-f6sA+l`
zYEoT38({VK95CHA7YvSygYFp#FjZLrmb&Y}%4{20+V2N*m!n|HI|;`AX#1lSKtEXp
z^s>}Iw@?Fg%C$hdRvWaMbwIOI7c_eGK%*bUR<97#`rkA@>VMSwqCchcO>a!^oBpWY
z_Zj)u!3;SVA_s%h5@4aU0th<mfMB{E@V5KGiY^7_+|yv{CkMt6N?@3%2Kt#ApjV&;
zx@9_`Q>zEs&FHP#X#iR`4MB6j5H!Y&erQe`eb)MD^j7Dy;ke#c!x#ErjfM<n2CO&C
z0dwSFbVMACPf4KhD=WYb<w171?O;PV00inWu;R#oxsN=UgsFgWygC?WXn{e#F6fu)
zfnJRP=r$XI&LtzzzGVzr&v2kMj{B-TjeD>25%*gEv+;<*XWW3{7n3JOGXr?!V6k&9
z7$XNWX$i2E{{tLQ9z-(Q4n*sNU`IX<1lAd_@>T@%5H&D~)dJ%*T`<bi2ZItr(62ED
zy(S#!UNQllUQ^H+GW)Lm#_Xf+wAqCI2eT2Qk7fhLpUnTkeKzl#1t6gN7fa-TJ1h=X
z$0Wc(_78AUTMtx&9YC=-2qfYOuxH2ufv*Hsff`^Qtplbh`hd$Z0;6Ia7*?BtL6bS?
zcUgem9n0^!&n-Xey|J1yn6?}>esB2{_rdC($w%v(W}mFD&jQ#W2df=(!9;RC*c_Dr
zCz%!CqP!j$y4%6U^dL}ePk<xsEZBRffQ_#fSVic8MUoMiW|@G=Idd?svIL_htDgp!
z@!$3D6Taw=5~d9&2&1^SgnrX$n>%LjY_FStu<Nq?VAnYdV2iRr>+N&F;^2I6kd*j0
z2Vp6!1Gd(7a5p{(uGS}j<|qebH&q~dqlh@f5Uk_>mk$<N{hJLMH`#nQx?=Y$6MSd%
z(*6~0!v3k*6tUOhtwXofH0h%CG^rIoO=_M6utN@b<bdBdA1DVUfOUL1@XoFUzWO%s
zG&ler7AL^XUJmGVHK6cxff!&6Hqj_HPqX@Ak#F<OtkUkQNwdRe+%*!);~Za`j5!Wi
zym9QcnxtH|o^)y_Ogc5%Ogh!sPCC`h0@$N$&}Q3Qu-iQ!ocApN?$Kr7eP#{#sBQ%x
zz5U>Ab{sry&VoBd4P02d-<(9a&!jN4tBHhnglzjMs}j<LMLp%U`6Z`UW{;?Y7Gu<2
z>(}%y!fWRi^kY}`cCTHk>|Z;V5nnr(5Z};e0*J`L7CDf1qJFjA3qXK+Qv79BLy*d5
z2-4XL0XQk}!OMR0BB_34Gjyk!eB1;*&}xhvV>d!fBMsXYI6Wg&)BCO4T^?EYG49~U
z7?*5bF`MjOy44V0x|KP+ayv(Q#Vl|fbIo%cW6T6Np!;b%bU#f&_w^i9U-(Eafsj*w
zL4?vqh(!5ZxY6M+A(p4#`P(bM@uum#<Z^JsEFbHq&f)eCDT$OmQnvFg`%>5IwvDWA
z+iUJ!wlCO?#1T#<=>?~lJi^JRjIeW@M%^==Ub<yaU(E=R)`)>Ua-gHWJ<sj)A@I;*
zh&=fx#G*c>c+Kr!;|vbIi#C^j9d4uWB9NjvAYvKa=LxKDv4R|~xkS^tsHv_U<O26r
zQng2u!$sbChknm;@~~&2)39d_^*Jwt_QE5T{(_TCA7v*wkGjtUIIb20BFg1{Wif(n
z^C9%WLWq@K0ZH;}f262yd7q-Y_jM9Z>P5Wunf^$UT3?Wh(RC3Q-{t8`YIhHFZgfpx
z)j4N-R8mX%Wlqh4Vy8Rad9-JO4Emr~ipvl`kul7RXFTV|GG1_ET}NgF$p3TrRsW07
zUPSDdfW+g=ApPvB&zZ`9PiATD9L+R5IFN23-4}1KdM$!x)EVfGZx#t0>pX*8Dmc;Z
z#cpZ5d`6KV+ofKV;d0F<mGM-R;5s0TWey6W-G=y4Zo|9?x98jlw-+8WfgU%A0SWB^
z8$EaTL-||``fQ{gTk<nY=FfMz3Twv-)VB;3>g|4zV{+m~ij7KVEXA-noQbaq;5n9x
z{9FpW!r58eBz`J8SD47E@{MD4`9-_;`$n>#io)5?yhAyIULl+z&tUd*9)dd)Ktc5t
z<yRJj{!RoUm-s#6ka2X;*F5RvlSQ(Bjg%^{?=REZ(OY1A{BkB<xh0uoSR3PFT^h!5
z%nKB{WcY+|k_2&HF`ikXa9){T2={`25bud!Ag|vifHxov;5`%g^M?5T++m(S_c?ba
zzzI1}(f5`o`h0|-dx@l7sQ3P`#D^lOCFA9%Rt(iB{B^%dZTqzn!($intd#0Ahz4az
zG^_j=7AZa4%OxQwfF0={?G@sa=Ho9c_7{1#1PFzX{e{AQU!nI?kx=l=Tj(|DCG;Bh
z6!M?*W&)_cGE%e$0@Oztj$BfA%>9{vK>Tf~q{L{=vBmvOr&sjWsc!A6FgV(D&O)&=
z*G{i6-N`Z|iRq9K%X5y5^koNyM(}-tl12Q0LVs>RV*n@cAAb-3eqWyNQxVVSnYX8C
z(2Fk|_T+mH^JW65zp_E}cS?l*AGHq6NZB^$>$zR?-c;?KKhz{Ce!u<1@@q}XTiR>&
zj?|W$$rl&d=w|0SS|nw-5F=AK^q>TxyD%oylNXsFWJTopxrW#KyF}dfcMa|LbqgL4
zxd%QIu>A+UIDW&P9N*`>nE)DE+YROB{wSY|L+{U=O=2I)w#*rA*gB`bbJv{S&SOh2
zwJC0DY}An~uQ55BSB}?CIp<&+olmz5&UU8?(*;a!N)VTs7$=}7<oHnHYy2D&dVDFd
zPkm^S145UuK>;IVh|dff<}m}Gb7unRXl*tk2xUS^D={csCpKBLT5RaTD(v31O=4HC
z99`1ZDgSp(o7RD%CgU?1byga2mG-!hQYt}oj!EX`d%7@l{n^y4XirjRrng;YmB=RZ
zn$RxonYTmYpnx1Z#CM7s_N0YB=hDMoc+3PiqxFB~AmL~RL;4ErYv~`@qvplfy{n6{
zo|_xQF5Zw_bpERBy3#I<z1bHGPbRilsD?M#8u-?cEqT=pBC~=^rIz}-5=$c41k|Nv
zd9H$QUVN2rQ8?s@&l>i$O&#XhCqCzr;$Cn_F(Weq4D|YisP>LohE3-##vaxz#BQ}M
z#IE01h+XPigEiebu%Pmm%<B9bs=HFU^^ZqhGE?yHAn5Sh98KI>T=3LJjsvm5hl;O{
zV3^mXyW#4}-Hq$J-HmES*`_5UY>T`RwpG@sJ0We9Ws~x9Mu3SN0+wLkk``hQ&xvC<
z>lR>_J5Ue8t%X?A<CR#|qrLMBA4vb1c2{|8%x#^+fj4nyyslfTv93Dk)2`4>9lF?f
z{3VgSd1nOKxHFw<&{<B?yVOnBz4(T%-!SfCR5{MTm5edW3dR}cxibSCl!1gxU{AB=
zV7JQA9LUD`SaX*+R@b)(D<51fRxr3%JpGyUAF)prHwHh^-s}Cy__+H&R&w-vM0JNg
znjYZ}+t~b$$lUmLgth+dbQ_&Jm3CTvSM4<Kys^{jo+jzEza{H6Oi>J~rznOMlQRO|
zi?BBd7<Q*X47*f47i(;pi&dfw;@pEpSoY|;Imx5@7DkOq{}ni*xY_H4=3drw11ajT
z`Dx;itpa|Cs%AFiu4ObR)YBUZH_{qP#c2$enyNj&WU4y+%2c)gqq$n|Co7HaPk7Ca
zk2YGZGXudG_Amp(u9S*ljrFJp0iA=$zbTHTJzs*wPi~wWK6zlV|KzDv{7HpPZj&0j
zohI}p?Iui*TTKv7n@o`93@2O_btd_$8k4~qs#6JCN>c?o@^2e;<)$C&ot^rmt2pva
zPpSW#f%4t&Mk=?y8_&cb%0R9cU|2J%zssA&u$=BWSkk@uSk&j`V!@xc%=7ttXfgMT
z^h(ATxeeqms@rV7>g=)jYJAZ6tJM*`Zw|+`zR}TOAC8RDcVAh#A5n5=eq<_~{#l`P
z5-uxC!<fp6?>|&zra}4a7-9reXQDR~^<b2u_3JP!2lW8NqYNUXe=g<+e~Nj+rnxNG
zw~z)>%ZVVf+8UHLn1bdO12EX34Q9L1gZO>Q=z*X-xE?|eA&;Dbprgl8^Pv>vp$wv4
zS`vCs9)d|U00>YY1e}ukJ~JIf7*<h*)^EkIICK^y5cNTLy<32>kpmspqYPrld^{Xn
zWCkae8-nagZBSXQ4%+LKzzFq0SZq22wp&i3hqT9miTWSBb{>Kdls_b+{Go6!8oGnB
zhdT#$!sLM+00(EIsvN^|8`1igF)RRO5M0y;;R+I%BP>T5#440QY?^C;>V7Rav_KV3
zEK&g3C9<Hr>=bCNH~|KK9!0$ml0aB>0Ns%71=lsZfWLM-1h3x$NgFmp0m>cDZ~Pms
zZTcHVHgABb8OcM}ARb+V0CWvFD1)HB$1ppXi<!e>ltKI<rU`52D8uHta<FUOX*f9l
z1RN7T3a1ww0(pu3penHkv={CK!-d<xe9;!LTf7mdOV$H>=^F4`whCfU=8&~wC6xWK
z5}FX5f6hc=8(RMcTK_SIQARP$>Ia4yqZ~vF<uOVqkC8<=h&1vziuU6W?3lX`_RZS~
zlJmB~@%fwK^!$w=H-9~-h_3}L@zr1`{ufv*_!I0Fpay~k%Yh@Y6#OKXKolYkkuxKp
zzhw?+?VAhAC+36NX>rh$lK@?f<)CN02J~z;fevj4Xma;~y8j_ijXDa-DaSx5M;a81
zPl7_#X^?M}0r`$IAa`9B&OSK{XJ4KL*>{L<a)AB?@^JR663D(+hO-l@AU6~LuY=0*
z`Jj1H9CTzQz(9RD7#gkt1N<h?bJ__yoc*BbD+%fmQlOf20+h2)g3`IupjdeZ6dPng
zp#!aTT@K`*$b;M~#Cx>z4+XTo{0~Kt|EL1;Q>dZmmHNzp!R9%jy>~9C9h(n2Cr}n6
zBY}>BtpF4KwScqQ42I-gpwBu0I>IBM8Fn1h6HkI_mJFyAodM;_v!K)<2TC0Zpm;+8
z6rL)A!nhL1e?a_D0`%W!RZyH#2c<C$P#)F<m6-rT<e-BbG>^^$eJOFkp)AH6<v|uY
zYr))X3z!ghgOTe&(D#x8onUFuiaQM&8M2^OAP1`D3ZQac5tKWWLHULXC=IB9;v2N;
zCsk1Tq54G?RHrmR^_3Q=4QYe=W1X2nZBBDQch6kVm7E90C<n1PA@Og2kd5YAz~i=n
zrOh5Nqf3G@_ZS%Xp90-zS<p_E2hBW1&?r*|^?FrM>reyL9(7O|M6Y%dz1q*3-_(9+
zzSRVcmpY&|pbOgnpw#M?!OVd1#yOzB8)ae#=7BlNAP6W2A)=lXlG<7{ns^J?TI~UA
z@?o%WKLI8p888f&1HB|A(8*B&?Gkm+tkVFEb}dl9fnMn#dZiOO-_^h9PHTPF8P)xv
z*RTIW|Bm5L{ToJLaM^ff0EZk5kb}wIdH-e*M3jR#on8(!l{G-q+X7_sJwUWS3^ojD
zu;R;tS&$;&VpYK?T>}hIHm6sq1G-ImKXfkZf7N+t@KJlrU|Q#s!KnUM!^ei-jBgr$
z$6Yb`f$K2+iEA;N88AgPg(1r2EOw#ZAcPa@#c-8ghR#W?1~=`^z%bbZRGY&<qMihM
z&e@*?U*&I>5$a#elC(dWWb1vvl^DD;sxx|P*kL?r(2E;47{!ekel&Sx{Kf2s$yf7E
zvu_qH7T+w+TYfXIv6>k$Lp6mF%EW$UF^;JIXY3OP&he$dlV1fq&5ht;v<uv<B)>b8
zq(4)ba_=1kDsOFrH7D?~y5m;qhA+(va3f}wrq4}V%!W*Em_IdnZvMdJz2!BOe_gQn
zjBl{|jIXi&j4#K3wk{!jv6=}mM-C=veLGZp(-7`^=7X2iVi3x%L?f6sfVcjRFP`QH
z-?QybOt{j|j?uU(BV<3VA!3BVQ`;omV|<SJeXCN-KFbDtuf=6TkHvsZx5cz=o7D%q
zI{bUPa+?o!#kL=83+z7H=GuQE%mi4VT+Vze>J>xpi(mCW4_yzRBMZ^Fm=zGDyzWbY
z&emyPll|iY{IM5YitIBMOXZP^w|1XXu+c42jM;VjH0vw2XmlE(%Dw~NPHe;9acCmE
zCRN)^lS=HSN%_QShir#;#7u|x_GzRKb~6E%zp_E}H-dup!yUah1SlsAJS2h6q%8Xu
zp}2ZFLUYr2sNwGCftH8+MWoYxJcde-J5RTp;fw2}g<G~!5^S1CS;X_i631Hm21=FP
zHK%g>5vL;Jq*D%Ql9KK?MNT2Vbxfj6lM*QJh%*6}sMaK)wP~o{<021Vl*xo0Kyxup
zEdCHD_vh<)wRO*9^|n2UFgtiB(C+j#5lyAj(_OcX?QPP)46?3uj<&0yrjkl11x`hd
zHMD%kPUjrQXU-XvH}qtu30eYm(kYfUMTw!kb&R4-lV$>}P>pGa_JV=xJwEaYKzkCk
zciz_osfAN1XO@koDz6$y(c0J-hdXdBoN(%5AVsBF<f>Q4_cX2W@WU6g!tL{26Uo`m
zIka?Ixl0PIjgdrq=o(KScZqg>?HuXyh8FHJ=@jNNMG19z>o^l&jU0$*?O**t-fPj^
zo{gyP+%@-O>S6Km%#(|Ta^zM#$W;5gC)sfSr5Ni|&0!?v+CXRBG9Qj<p_dS!!wn{;
zvtubqZW;7A*J9Tw*Cu9!>ut9%=9p`U+qg@R+Z%eI+XOYxZPF=#IYpicz@v2?Q7-nY
zC&d@lyb<fgekN_7^EUIqywQBA1^q>*mfX%&*>ELYe_vao#mTxDd*!k)nr=ZL%QVZE
zk5BOqAjb0}ouarY&Y_$FW)Qoc<<Gvs^5eW>`f|n?KAhLiKI}I%ANHh^h&@G_iGLk_
zWih|{AOg@{M6VV5nzmW&P2TP~L&XQ?-7h`1_<Etz`i>mky$xw*Cn^$cl?tONI$7ba
zCdolue5}6@F<cbp6y%-g;_H>i^yb&Fy!hSje6N>oeEyg#-}AML7w-+-i#tK};!aU!
z0tjdysQ;^bgHhcbzY6=1wO;Jyxh-P-l{>_GD~~R^T&l3Pr9gXkO}5GL;xvLnPNJiB
zN{kCGHiBav7AhnL1cgvU{_)Oy-)ttwr;_FF)8)?c9d&aTjk&VD$6YvrH*^oL391Kw
ziZT;mgRX-!+5-WqyTj0P_vAmYw|OhE;qukk{rbPfuGb!x=%|!ibG}4tXIX)<R9?2V
zd|JALW?T}@C@h|384&Gd=N%D9=7z=4Ss@v&jG!_WJ*b044}R|E5;*3{@O$mT^nF8j
z6HQQA!YRs3fGu)xMbG|ymSGUJ4EvD26dOLb1bbMw1iRI^9_wm2w4k|Gc2!lS#`eMz
z!y_4mmS+=k?bRbPoeTm}ndaU}JR6UAKN2%Gl17hCbD=~PGf7cxZVu6dOmf6H!ztvo
zGcD*1jUF&bb@rR0%mivjM(;;d`v)w=KF2M_p5#bicgs-y->?X~+PVg7Z`m(i*C?~H
zq+V@nc9p(lQkl6-WU;MkU;$arJC|YVk>!DBW{8N?)G!JuC7EuQT;xJXZeie)2V86t
zUOU@IzoC;NCa8{~lTMW2De_E!Bf1V;boL-*5jK!A59=#ffZeE)z^*h)U>z4%VhtDf
z%qwp{xgx(sc~feG?t$n!)006}cr+lDq~%dUH*!74wxAYz+c@Nh5N&c3$(FeVRP)>>
znpy4>s(ID~)hcDuiI6Zwv5k34wvT*EnhBty>mXQ&y^WfO-Ored-6$5vF4c--ZEf?h
zhVB(uW%rJ`h5rv*XBpmPwzc6Msk>2kcS&lgrS9(T?(QzsX(=sjp@mYQP@uRJch?!1
zVSvHi-3qL4^_=TmA9Uu&eI@XNwX^q5$aBAIzd3FyFml8}w(p>qR{OpnM*Z$6+wz@B
zF8SLteKNNe1to2+iHP0Q78|i~AR%OGRdV3ebV|U+>&XG@-lhbve47%s>}^WKl6T2b
zi{B;v8<2-*K$_^}Z_NMa$7$r~6rJqZNhjM5bC9WX{AA+15_R;PF>n7F+j$))-BlZo
z2N+ZwiLfX*l)%nBnBkhVztB5oUsYiE-qz5dJ^hh>dsapJ?3s@7-g`aTbNW-P&*qPD
z{*xc$0#|*E3m*G-Fouw4orL_pgplKFsASJ(D%rA!N+$6v#tQTxBY((H`v1`5?7Ykp
zY5dJazT%><X2JO|<BW507D;E)>|#zAIES6Cat}Jy>g{`~-{0%hsz8rZ(?Ra1Zv?uY
z{1ohV@LQP2u9<MJEi(~58@~Q4P)o>-K0;2fAY?B(h|QS&)*PgfWoJ0az+Zf%_qHsh
z{gxhQ!!1j}@|%v5`G0#WW!wnSO1vIx7=10(H0-Z@R^VTiw!VM0I(Ysy;OzF-YFC$Q
zyWO0xUw3u7`rh5)ckp&P1-{OQ!OwLM1pFHh+X=aVb8ujSkS*vSCiW1r^f-<5UE(Ai
zPX$TyV?}DsV|~t&#}<M)kL~BBJo1o_eH5S?{wPvA_)(I+-=l0}uSaF3?vI)*Tpstb
z93L;YW<S|tYxnewt?lDiwl)vJ&gM2a*!>Ak?DP1;qW{7lI0r|^3E74YVqypOKwuw4
z&si#I`HPd(y%i<pZxyNeZ*@5{-kR|zzOxgJe&;F``p#EA;9aP)_xm_C_xI^qF7FF<
z96r?O+kNOTwEj3`%=);NVex4{)9mvdQ?n0WOikYb)BHJ@Sv~-Zf8!*2pdHwYvStg`
zM+dRsBq5D>KZx?jT%_=uC?)f|JT>XNCOzhdF?ZMxD}g|86v4<K;SPaP&iEzF9unnk
zu`$^SN|eo^L6r$T>UcA7O(WQ(WdJ9&_2H?G9>9Mv`~o`v#x#1MNpuiP(Lr=$A4EN#
z#VAGxko}bh`w&DZF(88uLX{Q(dK_NB<Z=URUPo}^w*xOhJO?6d0g<AnkSLD#pO}Z|
zKP2^_Nm?8FWHe!goH}fiSA(+(s_;TV1->h)0Q@WKu@_|o*I)rUh&t?pD8zemq&^`e
z7C1>52oisgpm>5j)de(Y_MlI<#>{U4)|^am;4%hxZUgY+(S=Z6Er{h+hje~bC=yV@
z4}N)c53;aASO&I;NW)1{DR>|z317wkjb&SL{SRP$bPxsC2uZ?wa)f;#SersTfR8v~
zUy3bAQY=A%$^><)5$MtMz=W;^7U&^tIaI(2J%k5`9Qbp}Kscu)Byx#E4myY`Zei%;
z7DDfUKM2Jm2zz)0;P-!}7kgpqu@|NQ?~6KHKj_)4{~%bK5F4NqbKob&I1W9SN6`W~
ziW;a;l|Yj!2YOU#Fs97|GnyD!(?r05CIs$u0r02uK?I!#Qs|se$blEhIPl9M2mY7<
zvhH62Cp9YA8PLGmj1FuII@sHAg1s|0*!v3rJ6a6vGNiz|R1R28N?_ir3T8{x!E~i2
zFxP7VbGr^O_UnSlN#u$i7(dVl<2T5RJ{ZA&Vc??~=>4z&{Vyyq_-OS{z*+UbW3Xk?
zzyZhMWW@<ij@;nvD*#TBVql*p4R*!yVBMe$tOaUdF{}yZ<Jw@hUI)y!>4E7!ePEt6
z0OlVCz<6i~jJJkh^34cLa1;zM#QKI{35H*+!05dVj__Xq7aRjyp9c0OG;m?i!3|xE
z8=D*4y#&E6OdOn(Wx%085!kh=VAH7qR)gBW8q)>KNqw-`Y5?Z@u+9l1FuP(5W)Drk
z^bInD;3&)x78rlE0S4M3<_k73pW6Qua8;p#y&esZq0zwIh>q=O|MfvWZi3()BmtiB
zvf!4Z1kRP};LxfCc8heucGLiDCJe!PqcK?TG6Ab23}9Vg0_%<`uwEjc5gY|FV+*El
z?ZNz+16Vw80*gD&{{-A{430PkH^fJu4*td*5Qr`&*jW$){UyLZS`K_Nl)<x91Kb*Q
z!FhoJI1L$r!wLr2uVaG!HZx%FGY7j<7GQTBd1?uE9}uvdVS~jRM_@g62J1VnV13OE
zY_7Qf6L80@>4aX+8(mBwI*3s8AmQj@q8tRVM@a(0!sQ@1Sp@<Lw7|DUAH3R)z+({u
z+(ymN2cetVXbH}{&`%vjKlPjSH>U?SpPk;?d~p6@{l*z=AG)C_^8owbJi-2~H`t&0
z7f?S_!A%oA2<HDVBw7d0YBBJPlARzVct}88upC6it3r6THUyU&KtK}%{1%vf_ZhOB
z@mgW^)pOG3v&S~OPagZ(AKcHf-?-ngf8p`k{;9_|hx;DjbQR_DSzmBD?guUh{lR7b
zzW`o11}}Vn2IG80W7bU6q~kF_PROw4$KD)qNDYvM#3)sWP1Bi)Dl+;MUTgXxq}}pu
z&?4*C0V8%V{a4#R_uJ_B)OWYjW1kaF4}Jf3zT^AS`EQ>Yx69bEb<!U^4hDk9?jZ2k
z5ey#NLjDPOW4`pm`Vr{H5|DJ9i)>tvd`mvacM^qMADNlVFqID}iP~=xbB$iaRhT`A
zYPNb9vB2(r*r3CmkQGk1g4em+2;AXzE#Qd99|2cAE(JdKJRA7c`&bb8><t0m?V)Il
z!oX*JICxJ+{1foOy0dO>wofV*$-$nGLR^nhQywT|3x6r~ka}Afr1U&DM(a^#hSA;B
zVzZlxb=H5yw%cEh?sK^mIpTgke6`n^uuVQEL-+a}4>{+5B=n*G{?JbWyTTxFQv?LA
zi-LfOXb2dO2LBb&;5QfW#rmOGI{|Y>7G~cfT$^%qWHlySU+Sy{-qgBCJgxMTzh4@u
z@poa0!IkVh^NZ;fwr7%?oK7TkyC02P?0qn1x!=C%$-q64JA!vb9t+tXc`IZ~)Vt92
z(ceQ?$9xYNi~A8g8i$=-@enxtFW{}9a2+svCu7dY!*P^h?ygm%es411c-LaV`?SSD
z<X)4f^!3_M)l20GhG&YhERN-tun%U{y6jDB_1u-x>$g2|N#N%ARUuPxo5I({9*9^Q
zdpUA-+^fhH@n0iG5@*7PlD>rvBz+I<PyP|S=wJBH7^1OuI_8Wb97nYb-h)7y@~KUS
z_M(f)b-&9-;6{hryi3hNs;6pW3=UVMS?n#&XYb6faNUyA<UN(y6)>4L5HgXnJbXNP
zUDWcV>6p=^b1_Sjp2iHOe2!j}`Xy>%+Dt@G+PCoTwC|xv$Xp;mjsmfmx3gyZ?lJq;
z<9J%-DQ_33Qy=vi(r@-#@ciE6EOENSU*&Lfq`{uLWQ%Q;IrbY%OWh`mYJFDawFZvm
zEDRmVTpBr)F%dJ6zCCVH+R6BZ=?~);WPFP4%KRMNk@+R6Eo&yCHS1egYvw<JAbi~k
zSUVT9PNgV;W^wYhOPajsQ>5G-(xP4+VsM}BcMw0?<D<N{BV2!5bAtI)eI|QNRiWF8
z@+zN^lIEbH!tSvC{K2T++?8=%IhzwYvX3OT<=jn}pZhVsCHGTobMBYurrfWQjkz=7
zjk({#<^my@{gZGG3NZ7|X75%J@}XCpJRX!Le~&6rE{z&<ofu||?eF(e+R+oDH`Nhm
zKGBlK9&5;RTUt}@Gf>$Ow6LrrysM-?x~*t=d~@McVne}!q`JbJNp(dZ5^9S+#?=;n
zj;Sg95>-?1HKL|qCVVashI5~ab5M+9s7E>l$(w#*a&JV0{4p*|&Wssy9v-z7ogVT~
z*t94}cWqC!*@})7yCw5;T>G0!e0u6?gF0$j!&@pBM%R~*##fiEOR6Z_n_OP@S8`eT
z`-Jkck8$OtpJU2PzC@K5e~l<Fp7{q5f%`BWYnNf}ZQ>`dda&<(n3w#uf{$EWEk%y6
z(&N~-!diISsGIz{p#bgi{z&H1-bCB}u1uE&ZH3-#EmeU{P0eAo^*zxQwM*hlYSttb
zR!=AA*ZhvWO)RMX7*|;NDW<66OH@($*T~}XnTWYSH135g%$${c<YOxjW-d;0WrT-Z
zTE$CFPfCzOYjx;5SF?nsR=CKn9`(~29S&y<48&V6=u3BMTafS7*i{}--QE~l*4h<S
z*fJEC+q60{t7&IaM$-l4bwXCd$GGgePcgZ*U!roWzeeU&%|y%vVsS6z;(ZTmxXHav
z8u?=}2f47Ei=1A=jrmuM?Af46+p^AFVC{sH^zxNH8iUJ2jeD2Ivf77I9UBL7J*xXk
z{Yrc5LJAhNM`U*m#H4kM$0v7eOHAxIi@c0aZu=CQ+VVLjz3EF-M#I;L%=(#s013Dc
z3%JPV1{%4(0I&TIbC6TxoaD%Q{2hiZ!esjvHR}3JrhMZY93+=adZ{j49c<7(9&ORM
zJegfRlI2>mq{usOs5&rnpfxO|e^FGzqOsW6zAbUleW#EYu`xZLW8yo%L?yO=jZB(9
z6Or696FwJ6!F4F5k$dwod-qYu=}|g4Jc0RtBi;vbhX9${sZ3q9!-QvKtDVH6O&&^}
z8v=EkCL@{EYZ9$XR%JNmjTd-ij8*z3FK-Eo8|@8?99b3_HnJ%?WaI?$EGl&PYh*<K
z*NCXznedqIZ(*@r-$LgC8MqErn7uLopBp6P2s((}lT@;GD}}7z%S%@8lc$XCHRK%F
zZ7tHZ%T=y<yPszD)^MYe&2bjF8`JF4H{?0vF;b71$tK^3wLJmBYes_uCN_rpuQ?v-
zH}N#oZ`HTZz-8Y<gNMI|gbw@&3G4q6JQv8NlZOr1|Imy6VFa)LV;{s8%zl$Qu?GM>
z$kL-yr2mKxz3Z^0K=VN-sp|bc%Efy_baHmbn50doSS0Msv5nqQ<`}lU!8K^x0#Cnf
zBR<|+r~Ev(9rN?t`qa;3Gx&S0g8-jZ5a2fk0sf=lKNlz=<ZtYOIK7yV{pcXJP7<;f
zv)A&y*n@DKlk}byB^_tgsZD2?JXNRIqQxgYWV25Ms-_-`(uqHsWE6EI+br~O2`lh$
zy`Ar&ZU@gpBhGGzrd(VP9YdbFIPC{_=V`o&=2q}@-vC}7>;B0TbRd^{@C*p%@9pRy
zCO2Yzycfd2Au8!S!$q2|2#~rf3Y79I1{?*Kt@*QlcNI_m%}+M=Qn+%&r3B63i<x@<
z7mJO&FVr*LFLax`To|!*x;SO!aPhd6<He^e_POu2wr7CNJ^~K*`@qp*8l2|xcPsXQ
z;6B)e4q_eV-{p7~qaUw<cbue=x=UQ7?2Z5_x+71?xuZ)<yKT-Lf7?MY>bAFd=<N{c
zz}vC%zPHm=JZ~4OyWXzRa=P82>u`Hm-|o&jL)*KDkOzj=x4s%%-UO!QUtq?%2o_dn
z!E!F=7NP@MPRIuAgBZg;h<@}iZRh}ME>KC)HBOTAOoXI8Q=lX~)1gH_H{}d{ZpRn!
z+)c>)xxbjli->tHFA}94Uu4U%Uz91>ylhrxz3fx9cr~tO_Iihg>6_m)n6KVxFrR~l
z$urP0c?7zQ`=B?MLrV$SgbrdH_u&ApK^xu^vl{P-k$)8(z(Y=w@KJ<BeUhhye$u1{
zd@`nce`ayIeR1G%`r^rF|20U^_G^@|)l9Oe#Z0ca=}hH3lW%QOM&Ade4Zcsx>isw%
zrwjMwb-sO-*ZB(aI-fuenSK0)t+)m&aSaxugJ?q!RC$Jw+&>6OyhTXl2Tl?U!o&}x
z(Lt!9gV3Wn0F!PD)*LKw<irclTucb$Hik$Z14!c4g<O6uJaeG|9fE53<6tT<C87++
zM3vx)m?C@=Qvmo^R-*?R#P>n_0j!U`C^=UMiNpFqj|lO>?C*{q#1X`a9mrEy=pQgb
zV=n}QW(X{rF4&`oa6=E_%b^0H97+(!DUW>*GEmMX1?}APU<tPbY~T@xBRpbo5BZD$
z?_7p)4|Jf1szMKyjUFoYHu{f;gt(#yu?Iq|fd?IgFfl<NV}Rq(0ac0yXj4?ckg5o#
z=pn4oLpY#^a7Pc}j~*fdJwyt6h$8e5&2;>6Q4Sth!@&*H99(b_x%UsccH{b=!1}-c
zx4s{~euo!?u&}-<VhB{C1H427gop~xhXTk@WI&NJ562<~S`=Z>rw9Ur!Vi{IUa+Tf
zfjbpLBb7i5l7&>!2y`JM$a(}1g3SReG3PN%s9=iz!NLr&qJx<u2QYlNz&Mfz4ATTa
zzeEIdo5Vr8cOGajkpiui(xA0L2DG-zg64iX&^(D;mIuxI$SVcV{DQ#$kOwW02VMNL
zJ}7=O{3pP|F))p(U|~!HD;$TFB^_Ay9ANIr1*T!Vz(^JZ<3dp|td{`&Zb{G|lm@*q
zS<su51Kln7Z|_k6-J^=2dr=W|?kIuI3*-|5N?3OmMbJYGLHV08sC;7l6R^_2IWVGv
zl_3>uaU6E&Vr*?Vz}k%qtb+N#GC>H;bH%{4S`rxT(qPgr3&x}JU^JlsMjI8uXr~ew
z9#jUyGq^==AWv1n@B{J#0Tr|{v#8E6K>dR$sJ}J`jk$m|j=@qNeUKh{2=p;d*bm}p
z$pMbeT;LGE2kcm3u+5YJt1>CDY?cM{9tAKTRsyqeWiVZb?Lk{rfw@-=n8($Dc^P@A
z0n9hZj0Rc|^&h67@zo5p-dTY5a~5bnv<98IfQ>p8Y;>@`78P8vC&e8-hzIrvdD!Fj
z^5zHE2oZ2jod*s@GQh5r2is01u<2I;>rpkZT8(aKN)uQ+wSaX9IftI;j`k1MOYIrf
z7wu10p#6~ry05K3|FI1i+_3|L>-PTyY;g?sI2Uf1|Gn_JFODOC!2$lZT;T7{556Iy
z;FTZ=9=UShT8U1mMHL)-(F>s)vtOYN_LDl_*;{nKvG?lD*qzk>Y<FG%J^PvdYxXC7
z^iPJ*@CG~g?ZM=_BQP#G0ppCzKLIw@o^^Ax9wGo8KnV6@gkx_^IExFyUHBoyUlf9(
zrNBQ!{)bPo@;9$~^)DVBTA$qebw9X{=)H4YZSdA*%J8-GE~8h@M~z=N|8D%)<+1St
zmyafQox${$6PW$(3g)NXz~ZO}SYX$R`CPzWl>+XH6!6E)H`@~uh2x1sHx-9{N^$ml
z5aTWKJu*z{b6Ar6``|p)H-S}}Fa26{pZWF}Jn<efdgL``^1y47anExb^RDMX)7zdG
zOs{)BG`r&Q-r|x6u+Dpc^-(Xd-sg?>%onWjM48oGz(IuqURXaE^VaP3_e7kJ6m(N*
zCLEAv!}B%8P56CcpybQASox>XnW_&XO0@2V*6ZI2?l8I$xQOwW|A^TYzttAM`)*`i
z^xb21-shC{8Q(iLCw$-99`ObCL0_=n>5m;{0l?l62<*uqu$v3G;2ij2?QqOGvkoE+
zvws$@Pp$#&ORfdin;a*>XPG_{57Hv#ZY8CvUW?1uxg1?-crmh>c{Z%u;#BBjs}sS?
zZH@-5wL2WR&Hg~(VTXNze>hGDzHr(R_}v*#kU6gp0jG&ja9SA#j$>iqFc)ycnt^z&
zJsPur3g+)@98ZBVWu{o0`nH6@@ub9-?{1-o==I!Cncp%KRL`Ym>7Gm~F+Lh!Ykn}M
z&1zrNLfhSu!}dGFS2}GEn{wF_y2o`>=sC9yVUOJ=!@jytgoE2y1i0Z{j$D^Sfy+=7
zIL`$<F?WYz){4iRk%_sxU>@c^Im(AhHOjMUecIg`ORm2vU4$=|1j?Msk5N04ou;=x
zBcHK5wbEioQlrh5giia7asAHgW0twDjb7`qI%<dK%BT}wE28dtFN^-<wKN9224lga
z9}nX8#erLI9JtN}d~hE`VAe{)%$bYhC=nyyswK&*dIie;CQa(~CML(ldPkv?Rld@P
z$|6+v6ej6y&&y_P&MIMT$f&hjo7(EQD!JEnMdA{VWeKaim&R}Q9f~{Tw>a*GUw`~N
z-@XL!=}82y?j-Q+OahONBygJx_~AN4VeK@`I<xt|LYRE47bQ<xB+1QoCCYE@M)XrH
zY{5ef-qO3PLshqx$LmcMXE4_m6tGt2R<f68H93uBbh!<sE%xe99rIn7vcbP6d0#+x
z^5wwJl-K?pso>X|3O@7Gz^f$<JeyO&eJ&7ydmt8TXYvs!<|kij1jy@VL2|D{nEbIo
zhMes-pdab55!f@|Luy-Nu*!y-7~P4=RK|+ZT-HcY8GERp&bdFg&Am6f&$}yY)UQ2b
zGH`yzbWn4~g`lR)mw}C0;NOr1zV(^dd5DLz5s$e*5bniz%>6mM<a-$pdECHFZnW``
zs|zsu_eqlDeY&*$Jy!fXI^86vS_70Pnxb^a>XH~stFl>(%Zu3yORJr`i(5R}3wnH7
z@|XBG<W2<D=I#it&OH-SmHRBHDh~oG^T4k%7km)!${g^V3xs0NLn7wAJTCIOii6x}
z<{+0lxv@SEIXxgw4lUNEO)s+K+uY+aZ*7;K(u%eSou$nQCIbx_mc6wFcAZrf&hsl8
zJsQipd}>Pu{VR)C29*_U4Jj!)8B$#IIJmg@dth-9_!k#~Z%F}om*j)jTp%3xLJAjw
zLOQuqOCf)>(#eG$y!YS$X8&PPvUiCFb=#mh&-#8R@s+(kiX+{jS_AEI#y#`XEIOL<
z>{=Sioa$@q-K(oRyvr&F{EI491m%}+4#_P)7Lrr(FgT~;TVQTE_~(^^Z+;1Q=NE(5
zTp$wnLOPv%EXB-+x$|NNjhyPk-v1%I_CG32b}Un)PK_|RR}b5ZEgSHXAM6X(?Cps$
z?C451Z*I@FscS8EtZc4vD`{-?Dro5Q%c)x)m{~g&oK|}{B(?Tla9Z8h!1NmY-=+$D
zGb^z>w;a6Y0x`H3vMA(X1tEX5VBb4Bh@*??Wd8`A>{=m6HjgV))~+z&8e3*3GPKk~
zcHvN<ddEPNesf=<X>D(&6(0VwFYc^z$!l-+%xvxTO`Sgykkqn1D52#*aD2<1p!k+A
z0f|lEms}6NDYf98S_58l!Q<HYxj@M68k_^nzQ@r)99TjlyT+(w^J+daxkiC9K4HkQ
zWR;E3q7`n^oy+`HnwN&_)(*#;ln<s`7WL=b<@S|3Wh`uTOYZ6RieIqAH>P_sAhLU3
zKt%V=fXJ@Teo-CZ8`BCtan0Zr--uU+<^V|?<U<i5*Ki%qbQ9czm_0}F`u{4--|M)@
z_y!rWbiE$Ee;tdzYmM`~meszBwJSrl%2&i17A{XQ%^uCMN?TgWP8_axjveZBj~pEG
z3SGR$CwTE5-=M`ee1Zl(`UEcm@30>53hx5X$ae6U3#1Y9pd7RJe7yewX3ssC{WhZm
zSc}<b40|D#Y?UDWTeYa&Tg-S`HaUpaPI<|etq)Qyn2gfNT9ag)I+10Tu&UT9dSxv;
ze7xN;c*SB@|FH>o-?7~uJ}drm_gVhI-DerN`wfA6zyP=fEd<xOKn@`{YtcV+p?|>q
zy%qEC<OJ5o{5hNddUp$x&fTh%=4lhonq9Vnr90du^S1{mWNwX6Pu`NC8@D;bC~{Mw
zY3Rmk%fP8N8{Z8BY_AQg96UBmJGxI@b#Pnv!O?XRoZMG|ljm}9@?QE+o))8n!M%8-
zkC2_{Vb-t2GYFVJXY*e-p2uiD#82uE%ah8(`n2LhES}th&LZgte5DfihbqMEi&YKZ
zo2C`KCtu%xPo<If?)glQ-TmgSyH{B{@7~37+Wn`c<E{@@4m-fcVJp}=O@XcR+JADp
znvhdC2YZI`3<j>j_-y{f{MU_r08QvY%1?2TqBG(o@2mzT^NcA+@)<U7+-XnY$kRdd
zLQh4@1e{7%^f{TU>Upw4!}Vl~w$sT)dJZR78n939GPFDOr=i`64@Ndefnjw7Os)5W
znawURpUWkjgM<Cp1G0>eRk#Mj=wZ5dVh_XtycgsN8p*l9MUwv%Ac<GyN!(R^YUEWG
zJ@l#zPvBKQ0pF|PBA$OHNVxu)CFS&IsjU5<O$xSG`;@G&jw@UJwNr(4?TQNPkGHDk
zmqF9)H_&EY0$sDypg)&m=z(_N8mz(h!O{)bgMfRW5j{-l3A`62dXR)axJbl(K@xUf
zjs)G;ruf}ArFlKD<8XW6&gJ|dkk{d1lz`pC6d~(}`J${xHR9%vI_H@_S}MtSJSA=N
z<hZoS<EPTb4}M4+-Um5@`=FqI7nJ6*8`oeG9mELkfgbcgjhMkpkK;KEJdY8J9wO)_
zo%p{NCf=`QiN|XVipv`#s>53r&GxM$-RhkuhsC=fF0=R1+>G~WJVqai_zXVO^Xq-=
z71a5-LP+b=PGQZ@e~4&)d@rK$4n#EGfQb4V5Sz<}F?3M42NvQUY}!jm3D!@?`qAiN
z{BIHB{*q2yz6lbC?~=s!hcdDHp+hkT2KGX*uouFCrVk$IAp+4uL~*D?3VMh_P9<pM
zQiMg^ctdb*IoQiB3wL>B;0ppg(*ME=+yi~M2b<AD{ips#^e@-Yf1rnOd_aip3<W&^
zKQRL_bP%%W0#u1E=wL5|G4?{3Q<T9DJ%kH-2p{wiVdx<e(L?0XM4_H80)2F0n4k;6
zJ`O>+jeJDlAN1oMY}t+Tj~*-y>qlHC#On?r>_>!{zav<e5Ch;s2O)?KLX4<_3{eCn
zA`2Qs3UnzFU_ucE3-l0d^bl_7Ap$5o5KZNTOe!6!sn~x(rNB6P2t51+=g>Vo{|Bx3
z9xOYG^FRCg|HdAWd-&R)VC|O#UoXMBgeW8Ocuq(L1jsxPA!0C(2;*1;L6Pu*8sPyQ
z!U;x%it|EnECf7|5F`mHMp}_!WD>y-ojHJ^E(LVaff%BLFk<4PB@J}#X`tyv2h}hR
zP)^|lr6Mj+Xy5^bZaz>L<OhW@0Z>>g2nw5oKz<i;NEqbLAlF4e{xR|v`6hzaV;156
zpoq^EK@^lh3~j)#%#OhT{eubm2L_JA1YL}wEsn#T1GGapK{JsH)bqJPt%eU&+xbDY
zUl3GAg+OJsFsN)00hR5@K2cCPfn3Ia`vLMA`TE~Fs#y2Gh=UqP{Lp}T-!y*(jC3eq
zjQ+t?7pD>*&9EPY$)bUYGY1$3aDsju7wBd4f=&fLXtxN0R<AH<4U2%*3Q^FU6a&r8
z;-EQ=9FYLc3&<Vh1@c(}9nk-nhi*vnn>I*&)CKAHdcOk3+7w_Smgpa>&_h@oP=SSW
zVd;QA$d?mLqqu>Q&IiUNf?(7j42E5zU@#yK2BYYPR?h?d4ajzMMEj*c|1@#~d5V0H
z`fdPHUy(2RAcM%gGX%L8#vuRH<X3=!^({0gV53IC+asZi(58X|1N&oaIl#_?6Kq0x
zz$yu~TOK;0YEdw26$evvW2VEBz+52>%(c?M*enB#-Lk+qCi|W7yX;rSL)lNvce3wH
zf5^UJg8XX+D86KX(jzlazGDu`H!XezOf|7SW^V^23b-I{I1Z25-WV1gTwOT9Ie-To
zV+FuIQv~cv#lfaQ@`rV&^f&8%nHj4Qxi40$<Ug}ED12n?Q24+)sQ8X`Uhy^Sp5imB
zH;Rv0-<2P-K=nS#)jP;lYtXo80~+USe+4Y@_1h~@z*UxlKgUD?UmTA=?hSu*W4`vB
z;N{H&o)LoI+*3q9yB5s*;9M>J&T+o%8;4%`R}MppFYL#Zp4+cge#+jW@|e9><q`X|
z>V5lLs<-W5soh|I)4a+C?aOwcbAb&yCmcZMup{UkoC8?nYj?)n>xsGF9|=Jh5Qe@m
z3>{slHOIGLH=d6HL4t4n;>BM2WJ^BvDwBQW(V+0ay;JF~TffR}*AcawuB+5<xJ+qW
zbDq|`>U>=5vhxk?3ob8p&N$ELpL7O;W6o&qT)=R*8yMmVB7<#n05)cScg&oAn7u>9
z2}I#s#G;#t)1!WkHK)IecHn*y;VbYcEK2NdNSf5mzyi5z{?$r<__nD1=CeTaqW7To
zIj`lqXFS*HpYqshaKht&;W3YkMu$Bg8}0M_Y_i(}7`r@yvDFJ0Q{KRs^Z}E#a{x!2
z1261x55lYyh1ow|l0dQoWhO<F@;1eo_B7ds^IoC{-;KCX(JRpj(ibDL70-s2s-6t4
z(>xZ`rh7PGp}|4_VWa(i<0gB2H!!Dtr%iYIo;2I$d)I8U?|btpKd@MjOyCWu#sk1?
zc_5fBn*+Gu{QF_v3&Y$UH=DU|JQ>pDeU>uiX|^u)PL?_SuMB72i>U#krxRmjj>V-Z
z9f~Q?*cVl)vpb^6U}spT@wU)@=H}p0vyDM(EH(sfWlaViwptT-&1zN9YwH!kU_BNL
zRwE(68V&`^#i3w<nEwp8<NOC=){4TclZ@lY6e3@9#mMslX>zwnm2$PvgmymPf#*cF
zujrwS2$?;pNy<BuvNg9Rl;~}Ytu<O7GoQIOs>ggHa)`AueB630e9CrN*gm_FuuJUW
z@aJ}e;XmvaM}Y03NU-jW1giy+*mXAt@WS~InVkb3bP&8)pP#%d6eJHy@yva>EV)o_
zKs`}v%X6T}Q)D_XL}qJtobtwubgjwM0{w~P3X}1~MziJdot7hU{no=V%j_0MPullK
z?{esiKI7OE{n&9q%s2b)SYUU=f^B;&*tEuiHDdKMcsp=h2h3WDT;yvOCwWxJN&YV5
zCfD#9{G}R6a<WF3da%lhd%E0BWJ^h)^!kEm<%!%Bt?}#}gJl_|j3sHc=7TA%R{hDn
zw!Mi<?7I^t96RH;Ik&~1aBfX_;M|h%)v+ZJ9GVh=-Ixfr4T<;(lZai2KLLJ11R^na
zr_jjrTq?OyLL--}xX7hC%>E7H<Zz=Fb$7ib*VY;r;q{gN(yL1&l*ft^wU!oS8Vu$Z
zG8Sc5nfGQkS#@P}+qI_+I<%yYJ2j<jcBxM};#!+>$F(-~vvW-vI3o7dsbE)?3bu&N
z&p-g~g=iZ2o=(V}0?fS?RC2zSgPd;UCdXPZ`_I>)Y;Q5+oN9CwnyB-U8mkIZT2daT
zIZ&FezpyBe(Opn(-kw))-ICK`*O=Y!SerHGT$MTHT9J9ctt|6zx3a8{E@fHZRGI}2
zrJ2Ak&A?CF46ywf2*SM>OUT<S%>E^qd#kDBR3rZO;e1YVpk0{k>{O*}YG-n+ZM7F%
z(d;F;v_4pIpf*OMw<<-yvpmP7wY0>%skqjvuBg?ns$ijGS^lU?ao&2j!rXoC`FVdK
z?_Klr!Kok*yD)RXz90we5Zj-D5Znt1ggne8<WJ0<XX`2C*nAo}&_O5D-GXFGj}m3w
z0%MMqopu5v?H=<6<_9YDHbtp-)F<h+)MgqtR2Q1nR90D4l(*QGl=e6jlq_}5Ene%E
zRlM6hv-mRd)-|&joU@9-F}o1#vkSm(E)b4;A(@c7xDJ=_`u~Y0%slN>GL0T$EB+?L
z`bF|&HTEct_FD4|E^rg??ev%HXp2y5nV+Cj-<)n#)sSymR$sv?s%^B*tL}Elsv34q
zubgmAso3R~RCy73?V4N(PAL`Om|BLNu_a(P7l@>jPq-Im*Wp|p=1#o!yaye?HuMl1
z7W0saK^d}qP>(h=z~WuF$XT>=p|4EKf>4#Zu2`+gj#Pt^wp>QR{8EeT=6dV&rVe&W
z!(zvT`c*D*^*dZ+>dzssTw?3NDXtbA;;X?vp%Uy8D}DuH2zio?dlA>+B+kKp?1R{W
z`F9FE#Oft<vV26643B72`<9w>cMdxWw+wnq)eQtIRxFCvC|;PXm)DbJoYh@ymfBUr
zO6+K}jcxC@k7^rtifG&B9M*QmIjr@CQ&=lFhPQxyWFvMe*Mn_z-LK5<h5Pw<_5eN1
z>>Nz@;<ab2Ke2?6QOrMs<6@+5T%FRjg2~x3#ulhs<{?o&5-3-+BtkWJC_yV@FvB2a
zpui-)zsfv%Q41@4VV`Zt!ZCJW?-u)jg{K?>dY{<`^Z+|x0oVn1fNe-Cek+>)D_>Io
zyAG!s@%{&xzqexkU5oXXqlXy4{Ig)K5b2myrZlfLqSvmm<}I6W6)jxlCzU-OrjWKG
zPAzFHRXcWho<Zbjxk>0qlUd->UQ55F%dC8sY_joMdcwwQ$x~~uA+Yuu1Z(epu=ec*
zE58N5@(kDEcif9d+R#7X8m!0sxndb1L#r@<V+L*B#7F8k%aW?iy42E57F_uo9R)I{
zyv0*C1WU)Sk5-6Ym#i8-nWGuJwp7=DO@pEL!~zqKiBVIxiH&Bi6UWV5RzERwUirh^
zc^u4LmV>$5QZRQP{*}AvqE6!+>|KCsfF5SmD4u~>iTQW7K4!oQ{GHU2X>n38txn0F
zX3*1i*>NZCau<x*86Xz1BSI=<M}l0y_Dm(8ZN+My+v+skwsz|{ZynKd*gB<ezx9}b
z{njV?>`gxm?KXn3?FKMmuK^SL)xUBD=io4&McF=p`5zs?2xjnw*pD(F>sO(N$lFgN
zX@><#$`N^zctoEPbHtJ!am0x`<ggEaz~N9~-$SwDo`=#U-3}GXI3KK$cR1LoWOs0h
zip{|ds@8{&s#+g>qRQI;L&IV(XqoQ;ZHrx?W3dBtf96y(?!(zNSc-c9J<KAk-#S}=
z7xqBxCnV(<jYOW|CZXrVNXU6r5_sN(;&<Mb=6%79!~H@4x66e{KF15mg6s>q!nPMG
z#jGy0NmyPOk~F`tPRi`!5h=3^kENLBW@JsyfV}Z(P&7IP%7!O@Wk0UL#@Ri9?}34}
z*n_YMuffmOKY;bo14QDv7{A}Ri0d_e;&MZZIN#7DPJf$H?Ehv{?QVL~Y;FeAS+`<2
zEpDZAncgblVcc%wGrqlu-|)_A0fRex1@-UV7SzA_SxEP95Y@Q>;@a0>p4J?;&h7zx
z4-DaZpabjI%+^1M_rk<pgz)p|0Di}F5ZCF%?uh`gc_K-yo~jbdrv}9AnFWRU%z<M3
z+>>hfBABNCB9^A}GLx?LvW!FHRV%0Zt6?tH*Hc_7Z%%Tlynex@{2aKHp8>bhGvHNx
z3Vc7a2HyiqRuj^N4xo0n{vkYvfxQ@En8Ur$!`NdMx44ge2p{<g<C8cs`lLV%K5G))
zFGfV`iv>mFE1RM^<4#eY37{x^i>AtbPp8U!FQ-ZU=%7i$C`|&k(#7F-y7-Uxbg^$h
z6Z?vM`IQlT4=z9#S%>ut4rBc@goNO0cSjFmdy5bz);D-R>j8L)7WQJOgCzDrD58VV
zAabBjFlZ4;uqNW*gdV~NJw!Nqh*b0tr4&AB$DW8~R36w)<%TQR8}S~2f6$8_tO4s6
z&elJR^{)`(hOgb~E+IzfK{U}rr~)BM*q0)QK1Le-!#wm4V(4T<Kp7o`CJ_Jw!V6}E
z3v3A<o*?)o9Z5jXP>9S&MvyJYY2+#L?iZTy{a1wZpFCUtD)yk@Yqxwri2hTojrHZe
z6Z9>FNFX9O4k0|FBY;kZ2gkw*5`=~>gn$yFffyj>h&|$sL?QSg2n`6n`C$#R8#(d|
zpk_z`bwmr%G^T)>85NXlsUYJ{1IZ8?NF>oftbh)pwMaX%2pQo3(Ur)0P7vLS>_(1o
zg4lU35W9suLp~xf3;sPKj?cw`8=rHd5#ad+bpr}$>!XX&LuQ{dsGw#=1w|Jc$OqCu
zHl7aBIdqV$MCNmVWG^zz36f*TS}u^>gzV%7$%EV=bsD*jJVxFl-?>2=YyKA=eB=cw
z-~*XCXkdLk%>M>j6fi^|qK`gC+nfrTjx<p7qk&2^9h5RSK%o?A<OGE-^g;v3C^smq
zLO-+~*^2Dt1%>0t@5lq>4KH@S@cvK)-tUUQ_e~M_zbSwKJ_>$P{uR){x`yZ<OfY{l
z)bVlF%glNyI~wSF(Lg7h4q7Q3pi#gH>NV(v+PFb|ArGhz^Md*qAE>WEEw+gt)OPWM
z`XS`J049BbZ|biEzG!^q|EK{1AF!$Dy*daZB5yT7^o8cHfC1KLV%|5${B5a>J_N^M
ziF09r>tX6j14a-B7{_yhVKx^Sl=Fao6EEm@@q^xg0O*Y%s|3I6trz;Hw@qk9Z=cW?
zy;H&;_5K!qr~h2&mHua;7y2OjOb^7L>Vd=)JmiI^r{>)@_!Th0jBSD0+Zyw>EyBj}
z*rO+7<KDD&z;j!^9AFv62^MMG-^~j7W=w1NKby7+eq#0teP9j=zhf>JdCOQM`kJvx
z^c7=T>?Pxv*fZvzVvm?lMei{`iQi#@<V^-h-(Y~ub>uP=WX_xZ3Yej9u*Pfs_IRz`
z32{Xq;*M^{4Sk`D4fg1`b9{9O;rhr<;CXA8!~e>rT<C>$qwrJfPSM9!i^LvTEfs%Y
zwNm09YlFmH){c3%tq#w-W%b*<YgUgXFS9<%Tx5aVITk3KK~A$k@u(Fj9<&C9p8?C+
z*DgW888e>;W^Ny80)99betMMeKIYVqo{sd_?tWa)+@g6Oxugr+b1o9T?NlT7x8r<?
z>kd7VSM3L-uCSL&|IS`3dx^b8?gD$C{5ken`P26I6^^stD;;Ko$^ka0?nCw<JM2Mq
zs{^R~4A`J=aGI@;dCL#8e-Mr*M4o&P(V)BwHl{oaw4pr+@Z`MZ7sh+dCsFXSSB}_4
zkFt5^-0P*!xV6ikbX_Qa+;v#-sLQzWVVCtP2c37S?sq<>w%7TF+Af#Z>f2pFa|^Nw
znL;LAL1V)0SAdP#-wo^g;5GMPd<@6&M9m}bqZP^1C>_e(NOS772p5juLIe5E2FD1W
z3`~<a>R%vz$gfgvzi*S`UhhtoY43iuon9jv+dU^Vw|Z{Y-t2KeXQRg@o%Np2bk}-*
z)5ANs=&kYs-El9_S>_EoBi^9>Gk7eOfG6g?KyCsNIF1+r@&#SUv-o-BPJ%M|Bf*$*
zKHi?=M63_r;izzteGy5L(_z`NJ3>knw+7d!YzmyOJ{7P)Yn}g~&RV|}dJ}%@^;h{$
z8;<*)F<kEV&~Vi6i_ua)FdX&=gF%1LAHc(?ivmFRXTSyL-v`}82nYEQ!%1ExaFIvJ
zyySk0Ao(Lznw(41ryNVQ;W&`&!8e^4EV?Z&R&rBJy4?DxeC4$f6>6))8?;u2b?A<T
zEYe>VJYu*sc#ZLJ&^E?k&@sk9&>d!9@JGhNU@++o0pkTBVAK@?2A!dx|1;o@^Y71r
zb3h?469~DLN+VY@u<t*Umz>L%AjfjFDf_c6={qxB`8KBoh^$YEl3J6LEWa`#TV*V+
zSYtG%Mtezgi~eBL0>l1@A(OuFmCT;-O=jKU2hBReuba1rzcXu#0A_0>Fy=>saZ4l^
zHAjNs&-`Z{@W0xb7|fi>gj~&}kPA5+<ZK@P=0Jfc*<YwZ*;!~t-<;>fyDrC91W)rz
zjitxSkECX(3?&z64kT9S^d&SJ^u%=<cg6NI+hdlS&5zk&(Hy<kvN8IyWkbwsi~3kF
ztBVCD!l;b}<C<77`Wf(^T?ay5#$(pO+<6J}_vu0!IabU`4weX$U1h3da~XrSuEd^a
zRiT&gvb+$<B{{M316ipmeHpo$3(`t;J5y^7+mc&Nnv)iqHYARi*Ck9^RwqoeDibbP
zRV2K$tVje4#H>6Kn21Sv0vP`c_+su3$Lybk*&iLm*+M+;T}mYf$}#&_VD_(4BI~P+
zX{#!1d6t!V2oDzrO7<5<$@k_bsdVLLX|`n-={9Fo88&1zo7AQ+Fs({kVo{zt!754F
zVO5lJ*19nDnN?vbSQMs#8Dfgh8HFie@-uk+_CH@W?qcTqEf2GQ31<HaLUyAI*;dO>
zHq^_LiFyO-@>*-|;c8c*{tEwjJ!KJc9VH3M^NZ3o8VmAuYx64%t8yDn%5u6)i?atU
z3bIyN<z;TO&dEGwot^o_Dm&|kWp);r=VXCtP9`vOGQi|#Adryvv3Sip1G7KQ!4a&#
zrv@`mJ!bDl9<ruchOB7Tr7me=arHMi3-;9dO0-vp$+lF+D%F>#s#llh>Qt1J8k7{(
znG_awnC2D?SY+jov(odnSf}M3w@%G_WR;r#%`z<?%+vC~G(8uX={a~c;wNVJ!ZUn7
zT+P92&Nv4Lsxf!sSFcUYn7hyit!R@ZOWU<618wG<J@Xy;JDR=4nj3<p>*}Hvt7?<g
z%Br)qiz<ut^D1hLv&&nV>7|RzQ%c5Ii6xt?;!BQN$Co_7#~I6n5-?9J2GhhsU?vp+
z<7XfY_d*J;Lq7H%%+3M6{w?#d_r4u-PbZZu?G`7C7ids=yO|svoov45b`O!d)<CJs
zmPq-M=0uf(#thAzh63G;x=O>;+7?D)O|My8^{8cZ)f6kT>X21r)jfRtY7tcl=Fyd4
z8dDC;*ivBp%n$t9d1rPV@cREjT!S4gxCR}Vd%7`q^kV;gp9tw$q(bTFGp02!wBf1k
zbrY&s;6JapD_l0eGfpY1Jxx8WEl)dXez|^pOQUgg^8#i>(^9k0#`PA#jR!1)8}C>I
zH+(S<X#mrZdSHgt0wcT{On&B793j_n9Zt;70p{;5Sbt3qA<OzOdk$ds84@II!wRHn
z*nnCy#NsMn>?}|;;3JmXA0m~}7bBmtFj+aFH(MiSL5WUecfEdSSC>&x=P<*+bJEne
zb02ck)VJdk)3+TMer;gl-vY(~O~3LKKbL;Py?D45=Kwv-daS=<5&D-w{2c_$!A;9}
zN!@a3QZ=ScDP3;HQLxOOH+$4mC~YKAJZWj9blj3e`KaMc<*=b5_29u8ZU4pXdOib#
z2A%_Jj64SR8oLkNFmhk?(a60IjNBK3kw*_0dUpNF-Aw#ULKn3c_uyvCzpJtSk|FH>
z7{TkmE6_izrje2fF;cijjpVE`p=GSG;Y^-z<%?hKCltLZOgwyLoK*05nq0tmzM{{H
zDpk+1Rt>kY0WIg{t96{lcI!HhUDI(~_CeQS1auvif}X<?&~sW0x<B(LI>94#I0v10
z{U7Tu!}^Ox@eBfbh#HI}c~gXBY!W1Co8?LJW<5&$W(!*MCP&WjO<ugg8-oM`Hb#s1
zOeITrPUT9uZ77#@-q51pu)bf(Zv841+YQsIHXE+0*sS}YYP}ZJttLRjYBjR*SI*Av
z16+eC?8jMw^%rCPPV_K!lXxEp%)#l~2#J~IB$2ztN%$T$60*mb61c~P=C{X{!+Vb(
zm&fjKUf10T0#3WLgza~iirG##Nmx(!Nm@>iOIb|sls4b}hqU>w_cEqCK#sW$6c}4U
zk+B7oe&!JF!)>_#SL6CG!TJkUVg6i)JpkxIGIwAP#9r)y!26_n9TOm)$E1n-aV_F@
z+>|(<U{f4Vc+l7<0_nCVqB*Tjq;gxHDC9LiQOD0b(Ia4TVocEZ<aQyWlfMfY9e*!u
za1_M!4}*l>A(*Fo5F~$QR~N3qV)TGmzZdH_t;cKdTd@8#p2IkR^)VWH;C)ir=eP*#
zH$h_gn=G;TU5l9iZc5B9vkCKxCxvk(m}2}#9M$lTESmnG6?EOJ9UMAWM>w?p+RUkW
z?Hs4(pRYJIE(4GHZ@{N^3HVhng22yA;rnkn?!QGi|1DU*9Opg@dm-WuWBucp!Ox%r
zKo?<pg--PU<|TS}#E9-)MWTIAhiKh5C7So`h{gjCqV_PDs6LFRC_l=fC_Sp7Dm?C?
z%0F32m3^|8D)aO%Rp#M0s`LY(N#6&$)IH$%nQ^Q?fc0Cke#LgIzYpjCC?SETF@vAS
zGa$cXAHp?4bZ!x%{*s5Nz7`?MZ={Lh8x<n|R+q@WV-o52wnXy18<F@BK*T=A648%2
z6p>GL6yeW{C_-N*DS}^)BQGcdAAut99(ngGL%9DtuznTR&)$#q@wEq>BgFYPbO7iA
z3~yo&#9cxZpP~nt;Y9x+h|WU{ores;Mgr`E&_V}cgg(F$dm$Xr3HYEBh(ZsMh5Zn9
z1b+w#bN&VdUlhDX;2(71{;S6NIk@(5C$T=xyW^kO1M)Yz7p$%FkPvCCFY$$7O@cMK
zv8Ev52NA3{59`UHgHXYLR|jDrHi$bCir|+bs6qM>e4%gxd5nDhg*vRChxOx6VSSu;
z$LqNEcL>qO+6uF^Ut-<Q1nUxforG{Bbi8K@K{rHjECk0w(1j56G6Z{N2<Reah$9k+
z;0H0_2LRxk4^|_)kPE*6a_Byk&^;(43g{nX7!(k<rht$O1q6bqz!y&io?N67X+e6B
zA!Io+fowpwA$uvna}2qJ&+j3xkS`Q84*!FS&;JV_(9l5qKZ@udRM9`EAu5=46^tk#
zWr5>xq=1MY6@+7`Aef1iB8^BF(vOTFE0IZLGct`FLe3$#kmtx}1nbTsgf;&Q9lKM0
zMHPL62IhY)%>0^|bya7_fpa0trhv3J73M`yK|GZTVueTz(uQuR7a2luF2pAAaSGXv
z>_<)^*JvRAg!V)HBW*?;XkR4$106d<I1tXc{HMMSW?VfbTuOY@!trS0T&UrCsJNpO
z3Z{a50u^L)&<j<d0&7CLkbYz-9c0GoAUla{L3Sg@=-*_2r+<-sME@Z7p8i%2INrzs
z=W99OdWFqJ2+u1y;CcBIFk9b1o`8`oB8R9TxHk;U(N8&1LCc>C8qw&5(rKVtjJ-m&
z^dG9N^zW*@95bqe9A8zJb9`2v;QXXI#rZ*XC+B<BL!58bE^xk7yU+Pl{VnHX^&i|1
z)qwZDI`G|72mX6%z<(FHqXq*10}K@KEhR<36y1X<W^M}{j|HxYIj#rO4&9I^dZ94d
zj6o9pvwkl9gI)#4JH1BEH+r3%uk;piz0h0A{akOH`>EbK?k9R%xgY86=Xt1imglbi
zUGAIuZ+Nfk{owyY9|SM!fzWSyAbbhAfSlL=f4~HNgE?kz7G_^-y!LH}e`e!c*y3Kb
zwxoPzIaA+T1khfa$IzdfWpF$(E#iD=TEl&xIiLG3vxnz4bCCBYa~baq#suFr#wPx&
zj6M8U7^eh&W8M-t&wMR(n)zMy1QW!LF+uzY6D061E)oav@c{n$e}Eajb}P)iws_s$
z5wAPD;CNhcO<Xj{M<)}?D+fEu6Sf!azFj!|mTeN}b(>u7tJdYbm#rK4FIja6T(IgB
zI>#CoKEqlea*DN1^dxJ$*m2fjv7@Xj;s>psN$h3KNKUgrY9|Y%cOcvG`4%gX+WZq>
zIs4jY>tp6~LkHlA<MG0K4tgn)XC6A_zPmZ)Z+92!71u!eMVDCav(D*!r<@7}jyqNf
zA8}|BJ><|ScEG-0VxRrUyglsIlDpZPq;|3QO7CEwmDy_lP-dh3C%FywAioY-YY%d>
zthNW)RX+hXSkqy)K4x!kbP#@g<cq%$dFCfU?)WN^tA57hf}cJ0l&=rRQJ)B&gI-Aj
z`#iIScYBnG?R2k^*zPu8a;xhC>CLW-WjDGkm)qbnsj$v@hvHi2<BAh5x0P19yjL1?
z0p(?`pfvhl6qmSy!thT38|T0U^PU$Wp984maWMAX2Xm9V!2;w;urxUvsz;86T2l{%
zcyR6x4(8nv7%R9XAWd|mU%te8-*Tx*pL&@!-tF?MycQ~sdo5KO^IWa6%yYBqi047I
zC7xH+hdf`a4|suEKeEURRQtR@1%Gi#`DefZuXoS>7vqmv2mhP-JCZ`KL~)ScBJuYI
zqQuFO7%j3l#)7&d+J$p-q(AS5@JOMxVM$`EL$V~tgNtOA2UW|D1~w}$3FuZC@?WgB
z*l$du-*1EFLchIQy?z(9y8WJOb@~6$?7$n6BkK4|M`~>WpxXKq;EcK3laSZJ=szOy
zIwR(dv+*=?G9J(T$BU3XNor(!5|g?y(Sc(!-iLQpY^cy!be#BTRGQS1$UND>@G^z|
zuzKab&~~++kUov>;8CrP;I%q!K|6Kl2c6Mv4t}EB6#Px6F$A;_&4v(AuMYvWp8;2F
zsq`h}Q5fE9AM2k>!k+sS3OSU5Xa3O#ZA(`oQ|ZRkHEDJn<0&4z%aVhHh7+U37sn?{
z^~Gh&^~4k_c1KsMbVRkNw?_78HAf8VG={I%s|(+zUmJeHpgR1aepSR*y~+sCsf+|I
zL=&HDR78OK|Cn8enE*oWVdncS5%X3WX1+|!{+U#=JrnOakS$Nv<QP!Kv#mKsGTnHG
zGW>-WrA3JMq$EgnC1=RBCl)BpPpD9Bif`1YkL%Q~iCwH)88fb59<$l7H2SDvam-!h
zi+*t|=px#PR&fky{LKH>;btt(0Xm2yS@>N)7qfpJUhl*ELafP`A>#$Ql#v2U`e2?j
zPhXC&;DYQh@s7+msrl)ta!qNuO7*Fws?{lV8Wl<H+NFt$^okS53<?r98s;S&GRjT3
zWt5Zn$sjio^bj3HD>nf&e`fY_%d^>az&SXTLC68Dy|WOre-U2yF5)8NC6Z*cREsiL
zVovWXcHr(V^b%~#4;E|Ai<YX-NtUb0&Qh$*DpD=WsMaV-pRb*twoor8b<`j$b-htW
z>VD(&)Eh?WsUHl|Q$Y{W$w&q5j1<s9H2(+q;a-^Ciz%4>b8rr@{?<~={^fY?yNpIg
zD#XcPr8=drl1b~XU~{#Vc?dL>1d7%bM@m)|Cdif*WGEKr7pN5ER%+ztG;3#N_voc(
zEj38Vnlwtv+H0Jc^_Nj%)_cRmEYMHN0^Ouc&`!<(t)KahU$^ezI-JL^euwgL4zT{l
zO6)zT#>{~X)`*b4Iu+7gXH0FYwdHK8cH^(D@)xPB2%lG49w$>+nx>FjlBb+iT&A90
z)S#78*sYsbFl-Q)zs4{of45O|{$=E?K}<gA#pHo*Y#wOG<$_jR&j0fU-;*~JF!yF-
z??Exn0oGrK`Ex}B)<+-G+bBf3niWZFvjMfS$%><<(V4fR-bbjoE<`-PHbyF^Iz=v{
zDqAVFvP3npqE0ieyhA6tY)~(vbhSZP=`O?2(o4u2gRm0NLv+H6K|7)dv=Ghz@gf|3
z-0V8w98BX^&y84rbrW8DZ^8QLW7^yJNlUvdY3R_URJU8u%i0{ci(0(|a_0w$W;I97
zOKVD$Novegh;JxTj;^m(i>PbU3auT`39ebG7f`c9|NjU(53nk(t^Kc=Q{lj&cSNZc
z1RL0B(tGc{_uiW{ML-d-BiOKD@4ZGWQDf93rrelBjY-r*6JrunOicFwJ)k!x|L=Rg
zC(rNBIb4}{@3r@o_0HNuXyXl=(1!0PhBYwju(@n}cs&~zQOCx<&eut(N5Zi<RE4|~
zx8b|s0c>1|+_w|CcNgmKd!*F3M33s1j^(PB+6l^*xQGjTd}X=ap=z03v07=1Q}mKL
zbBy8_m6}8^tT&D5XtM}yUokegZPWO`w!;(r+pbOUU+`pnKr0&`FrSSBV*^{5RnTkP
zQydRC7EWOd_M`t>7a{lUMhtK(-ntyQ*Gir$do`(SwHXz!p3LX<Ita6RJ*8=@f>e@M
zMybWGNYsj1o~akPyvQ(gS<R@RrLAN9mn=2+U9!=_d&xm7&m~u_JbS*g^z34mo{O2K
zS0}UZTJ%po#$3FB7%03zg%7r&N8v$X43Hi*_9ORLhx~T~{D%$3lr=DcOB<NMCvR{S
z#c%MF#;gyMMXZmLhptQ03|gD7<G;32-)BvWq34>OQEvSkM$hTrKgOm1${3fv$D>_V
z<EiN?X6n3>nYyg_C)W{!)0qGJJ8&#QzYji0_iBs*w5tc;KWst%wM|Ni+qEfvhXuv%
zn8HQvaOA^xcnU+d2Z;l>M=SYlPge2XmLvDrR<7Z?wMpA~YnQI$)^&Qbx9-!Qwe_<8
ztieb6GdDBC85^0=i~(jmW5YkWSc4c~4(x#bx|OH_LEqapU<@`R|J#ngg@F_;az9bX
zK{*8-G@`&m<H-MzJ^3DT;k*v{@*ao6gsz9;#V&_3q>hJ*m1iHSSDA5Wk=*`ZzuL4z
zd(@{MdQ*Ms!Ee;3?Eg!1@?NGrX%Ewxw43R^j>3=Ji}BwG{Z-Ikh`u)<B`e*9XW;u#
z0|74}=ooUq(;}L4MuS|=n2_@u*5vrcbaFWBO0&-Tb2H9H@b*K={IsDw;gq3j(WId^
zvCUAg#Cm9_bi%pw(g{NkCF9ThsXXp9QyF`bsg6Ct<gasZF}z5`zYqFd8;P2>p$1_O
zYCsNQ9mH{>;8Uo<IE!~NT;yr;TT-&UszEkaN72N$$CLHj_GEo+4o$f3N8_$X(byZQ
zWObvMv$)a3nZL7?H+^T2AM@@Re#|>x@uRQ*E--nU2~Dmt(WtkW_;t2Je=YQvKz|-$
zUxB`7A4LrcJfNT<^#1}p0Hn*4uAvU$T_KJBNSTa2Q75BM4ax9RD>D3S3K`sXB>mey
zq<<%p^zNpS?&oEs^Z5eOzSmD$UmPIKFW(`}&!3Uz9mZ+g2A?wib=E_F8T4CsjCfEv
z=zBc+9dr@zqPPMN0NOV15?Oo*|KU^Q;de!({f(S7A8C`u<58sk*ox%ePA2(xvq|-d
z7s;N4lk)dzr1Z3cq(3Yq$&Ujh`tc+QfB1^{AO0l%dq#rq{>e({w?SXwLFJx={&}K6
zXwQMR-Fxs~KEfIhXd8SE|KTelwWl1ZK368$?`ov<hYm^pFec#(3*uf(BziFexPcIm
zO7tgA{x22-99%EXfyaR1=l^6O^lPD?hjC9p--Dp-0_~~)LF{j1{mDJ_{XYDMuZfg@
zfdB9(kqCb`21!0{Lghdc=z-B-ESLhE0d5Ku#i0!CU^w9pdk^R!dk9_twBsdnG4~2E
z_KBCE{|@xg?<vr>{DR2v0ct-U5ve?Z?vI4u`8Oi`Oc}gti#|S^0&6e}_<=-F4iFE9
zc(4=T190cRF#U<d490_Tuv4swsZS;*ga07#;24F1Bv1fqz&x-RtN?4#q)lKu*awb+
zH^3F}AMg<T1pWm7$A3o9A7w?%*b?m+OH2!GlG~vj@E@c>923Q(JvkiXD?k(I087DY
zuz_RTATe$?I0#OHi{L$|eg%F2FX#nY{DKDpAY|MN(LZ6Mp>K*DcZ?}96LVtvigq9t
z8t@<Fe(-~$IVMYopHmF#Kr841h=uYRunBAj`@k_UgyFdcKBqsFzo%c7f2W^ijQd%I
zanDqT;j#S(%nbS#$oDOf=bB+_g73zP@tH|X*OOyfVI0%Mc&O)rN`P3XBNpmQKrdJi
z2Dv}gcXKb)4{^V%pW&Wsyv6;jahv-=<2&w&#&hmlO~yagV*Dd5Civ!mfLTFz9Q=oI
z@E@!c;JX#(hB?M#%p8nUAjgbi;R|JQe;Jf;FZAoU=lb)xU-cJrzvwULp6T~<Kk0Ae
zelXb1JvG?RKQTDTe`j!se`I)ze_;5S`@-ls|G5zp+%aat+wf#Qd&#HRzJg7F-(Z8f
z2OIbg3TzeM5sQho#KzA?d%U^dEh4yI%u~1@&GNbL%_{lt%o_Q}X6^hpW<C5vvsL_k
zv-SK}W`q0}W_$R1=EwNE<`?+e<{$ANTRalnw0JIh$C8P!TQbSpmP~q8fyF;zw(uLK
zAore%+}94zzU}ed9^*1?Ed4&kj((ctN>6NpxNj!LarY-?@?T6W;qO}4^0%$$2|lsz
z6nt#GO!%R7zwmwQO~UuAcZ%MzJ|wzseO7#J;ydCiHV-8iZGKfcXTy}w+Ata3=&N#C
z!9=EV>NVID^xa+swkGn<*{D5mM0*@`=(ky;>H8Vh^l<ttx@YfApV>!nAKItz@7d=G
zZrGIzui4ENUA0>vzGBxUxioEs^y0L&O6R8yDxI6QSNZI;6S6bYuE<W=-IE=&`$_e%
z9aB31_S-S_ePAy>zYeoU-)BPKk%tE)Mwyw6es@))?_6~0OGh*M#AyoMbatg{&cXZ@
z=QzPdrwq|Kry|K&$13S*$42Fo4(+nz4m~Qz9C}rc%-$eBG<%2If!T-E_su@9v3K?@
zjhznPYi@I3T7wQudkeOk!KM*3u^ooZMDFj1Q<f{y&z{Kty?DBZT>MKn_z&*zA3P`0
zC2vRWoVPE3+AC6c!ZTTX#3M)Pkb9|Yzk99fUbhyt-EIrjce*as-0s@1wQbH8?ZG+w
zbT-d9t-Eo~ySnRLAL*@ieWBOy%Jf!`pxf)pbY6!!pzkh3&%LnD+aK?`3qsBnD5UrN
zu=c?ZYaar~(&?ZX+_4}}{$OB;XkS2_beDg+@^-%h)vdl2YFm8gYHajr)!N{_SZAI0
zO1(8+8}$3Ub{h109XDL%b=7FO*8`)a-p`GCyqRIQH!}eGT_fmWI}CHi7`P+ng#PVN
z)E-12--+PpQkaO&g=)}=a5Fj-IgQ&J;mYrf2oP-zkCJW*O;*_ulC8EbxLBh<s9Jk<
zP?PSezz+T80ZR>*2COma@!vYC%m0u`r~jKK3;n+^X%G0-q%DArS`fgD7X&gxYz<zA
z&B5i=8!^D;_QNRXBj-6Ehny=0YyPA0&Vg7H+8sBE+ZN}<Z;JI5t&a&;S`!_w(i@eb
zzA`djb6G^WPEUBfURPMFVP|NUaYtycNn6O~(XAo-$IJ^kXWATc+q5zC*_eh<HX4iq
z#=r;|zJlR${}h+EyXgN7XkSdieKsz+N3lJSAfsJLhBTOBO#>;j`L)TOqTZwsr4<P=
zDof&1)Vtzxv^rx;bUR|I^%q1p8_kbeII1~n#puS!4W{*xd(3Jh&Y0Ik{>QvJ@<+3(
zC^iO+2BUy6FnR^UJp2}O;FB2SI?z3vhP*ce`pA8DrAlc_x*l!F7)Sk?Gx${*?xLmX
zfzs~ONR>q?iR$ginOdz$1-dPX6$Xt74aRfh+e~WXmX4{8TW3}gyVIg9_M~NL>`lv(
zxTogDam);iDT!kyU=%QZg`)KIVHoCNJaSIxpUOhsn}cW0U@%KW8?v>jKi860=GyT~
za^?sZXZuMzvcgqbGvn1;GSajf)AMxe)5;8LQtOPXQd&*Qle<kzlKRbylD1nGBp$cS
zOS)l|oAksYH;I|$C7}v3iH!y(VALy~V;sJW#JU5-|6C?wkcYgt0J%TdkjGJ9z6Px*
zG@~U&Q@GATCt-Vmw`6{Ph^#3uMs03RidIc_wr*8+u|auOjd4k4i%DU|V$;0z)#f>A
zTP?HFj#_1;T?5}*W~4E5V49i6MgtQt>J>i*U@l-Bt|A6!auI_fj6n%<f6#}|%S+U$
zr))GWDzoL<${YmqN<AeFB|);fq9}P)VUlKfL8eYgexZJ0UZqi9Zj(uN?jqC7oK@y&
z*;_1AvJYD&XTN2Yl>NvuDf=(;<ZNb|oW(|`WHFQ1`92tPApu?-VsNq$IbRuKfLp+I
z6?o=}Td=MQRa#hOObe>5xt8jgg1J@h;+o0;rHYCO)zb2KjiR!2?flYwy_}MA!_4Bj
zqtc4n$0Qf7FiR}hWD!?z&@#5*vSm!c*Vz7P9-Gfh<MP?)_<Uv(pZ7P9!$&;H^N7LG
zQp|%Yy!)UQF#uiFsQs^%(foRSYMMKa>gU??)%9~k<#oQ&;@VJ^f|^*hoa$7q%&HvS
zw8|2L<cd1ugo*{D<I0zsMwbnkN0#lk2rqjRJhTWeePI?+%Em;L;HgXrGl?u_qh4`8
zdc>1_12H&={%^0xJZQuiG(aCTH%Vx2vkuj?SWxA>sa$D`ld!PaOOo3hten*prJCND
zq><8)rJXppNH4Cw+Az9q-l&MWp3$MT>r8`d_nHOOUN8%+xo;L&{fB8#H5(mN#Y}=L
z*{IjKi*dMuW8ehFU~e6cg=V~eVIFdC&^#aa{R{98$Tkfs?HEHv9kyIv$1Fa(-CdO4
z9w1F=3zsD>h?mE;rfWpE=4(gHuha{j*K8Qn(q-)5vc|->W%p>G=5u4bo4*|G-SoSO
zPa`w&X<(y#=Q88h`6w0VMa;d!HF)+8{S6B+58CnU8PqR?|F9VTL$@mB;N3x4J>w~D
zi9MIx<044t@e###he)HkV`Sl7De{oTIqHFn%e4GD8+3gZEz<W~)Mx0vXs40eqO(S>
zi|!e@c04z7ZDU5R3z(7H0%qve`Zo$+^fcz*KE!{p4KY}R7(jO((vr$0$URr!`Rht4
zCG~1kLa#Z+t)4{Dt7mf&t33o^y#b=&-UvxRZ-SEVs!SE{RmF0Tm311fD?7AYR`lvP
zt=O*Xu;L83t2=wyZ+f$rFumD5p!=UFJjtV&13S_G^__@84`Q$kF@SbaFZ_o!MA7T<
z40r&43uC~Df;Wz%z>Rj~ztNfV-RRAGZwwK5Y>W}PZA_K84CE_04OGi!4=hlfIj}-L
zePFAa{lF=8yMfzkcI$pspSG51PU{DKOzU;dVD9h3xNnC3>ZLdqR^o3_^kEIaTEt)j
z^3P4k|F@zBV26}Ec50IQ&e7z$%bMownn5nRUCC*;ALp<;oS(HjK`>)?w$OfexoGO{
z7V+fWOC`3uH%o1HA6J^V`<8U#&YzX7w=>y<txRRYAX9yvBbWo*p}!XTOIKkX5VUIs
zFb4)v1F#)62)j`O0YAX$Akp+AGO|0OL(`6$($u39Y09w~H2Ih-O*-yRw#OrB;_(!2
z!tp|G{E2#g?1?Vk^27###fifL^Ak4(=Et51&5kgU>0u@|J%sfj2mfXd#(x0%D-rjO
zbr^%qBOXxd9(X_pPy=!pIp{Iu;HOXrfb~HZ=T*q;yf&F#7)_=ZCeWCRb~O5;3z@v>
zN24x9k@2N;GP+z&hL;zR!R0>Ezp|I~uDnfpmww>%E;3H{0^@bhF~RF>hQ6W}suN@0
zfWDXP!W@8h)KTc4Kn=(l=nugIKu&IU1s=dPA!)s<Od2;eNd2ZEslRVYYVX5;_`nhP
zkScCMR6oolm5*vb7s)=}LdqY%K}xqCkn%@=k?aFTvYW$j*bdVV{cenVGsaxu0cD`y
z(eNRB&m#Wk;Q?GC8uu1zFs>8ny@x#fBjn+qib#4#M&i2~B)V%z!p|*;zh_I_7qf8z
z#0}9`Q2+<reN6TTnBWg~;^K@BJbX&@HT(Zq3jKN8Mm(TQ#60>9=wCn$%4MuWc^e)8
z`~c$*h_r9PgSbtkbdQL?PgrOu2C6`V=#f5d22F{+vnC`2L_c_9Q7YQ;6Hb0V;h=wp
zf&O_v(J${3{rVF?J6>Y}^sDfHXC22npmT~EAgqJAhBY|ovpM=~@EQ94Ir{!3YA+r_
z`w{pVJX35%K!$y*0c|`O97Xi|Slk@i;YQsZL;_rhSPSR}nApSh7vEv~{J+#dKL@do
zMc@6=ZwF}Gd<_2web)T~eSZM&MWKsdqo?3EfNuN~#Du8;b%2;KGcXy<0k|msw;ed>
z84j}HwJ;xII|9=}eyauVK?A5F?-$!(_x8XQ1cL;S3o1Y(=m1MVFIWe*fSq7JI0l9Q
za(}uDz6HO5|KmShXzL=!)rS9|4*x+JZKBD*3HXB;kO4|S9cTrM!E(?K2EbOZ2OI{c
z=`VOOf6^`bgTA5P=@)vApDJ4NI*OmYf*C^J5cLQ8$oaLfmE*heL}HRz!~|aWm*F4<
z<bx{E1QfC80jq!_7Mr2F1CGmnXr7>7=_01gO*lah=toQ(g&Xq}eE%AX@2_Ac&^9rE
z?}7CPdio>n&_FB{evk^rLpg|;G#+ir!Z?)z#6mou{t|c63-L1gUED{%i8s(M;;r;d
zyoY`iAEBqBA^J{qgC2{%!r_CKpqL0Nbm%J-76I<xFjMH7!haZp{M!gM0LF%hiv`AK
z658X4dE$#Pili6vRC+GYr(fii^i1AJKg!$asl1z>$XC*L@-_5WzKI^mchcALL-auH
z4Bc0|M)%adB&>>|TN;e}NRx4Ra|`!A{Fs~nf>}b}QXO6p{0DR7;O6ij%rGXS;guQN
z({lrNdZr&t-|NNGw|ZIhja~^o(5t1d^jhc(y@m9--cq`&x0-J2ZJ<x}w$Uy91N4#p
zDf+<RD!prXkGp2{6Ze)e<1c}W#!PVGe}IjH{&@Hf<B<DWV{5JWu19}bnb9+ITl&`2
zfgX(Ur7y-r(w#9W^oeO6ePmie@0-r$-ZgFI-Z5LuT{m0Ky=}IJd&_Jycg1`+f64qP
zf6@FRf8OF#{te3~f>V}%36EPc(NS;&p3F-WpNC-+(SI8eJRlB!47O8b^yegX`oUVC
z9*(!9yW^(O$K%}Sy$Qi|-8zomvd-i#TNiN`Csy(2CpPj!6WauDOzak%nYc=DYT|m~
ziHX~U$0r^T9i4bqbj0R8(E*!B;=Q(iNOsvW=?<`6fz3Z*lcXc|u02k5IL$tq&eOwb
zQu=C=8r`zR`yZxEq_?Iy(nUL88nTb%PTME*C+&0iWA-J2BX%{yLw3!g19lza{dP;l
zd+qupyX`hfciHV$+F^G>X`9_u<w5)V${X!}lWnkPD(gm&t+i+W0I#Eh7X*D=Ztgq7
zf555j11BNfoPqj>nL2b~wiTUmnoh@^J-EZpA>09{IKf`0bm4BNe9;caa`86Ddg)fj
z`AS<HI+Zs$tdI>jtW#O<uw8YX!(sUvhd1SY4xh_cIXqKa;mFjMjUZp@$W&iPp|7x(
zAGyMR@WOLOZ{)t%UUC)D&>Z*=Zl-j|V=C?QoWt$%^yjyEMhdogB#Ab9WJxx-7fIK-
zS1GS?Yn1i5wW;>H_Q+Sd_Ngs*-J-G7b-(5k*CEYr*ISyMu0LolbYq$wZcGEHw~wHP
z?J#U6E^SUDm)x5HxX%y5v(7-|zJ5F%^_J6q-%+&7--fmZIB=T+y!rM1p~5x(apFF|
zH0dheJmnR>r7FvOYUMpX^VGV$J2g7JS86Ww8qjX{+O4y|>y&P**L%A2yr1Ycdo!IT
zZ>9}2fyV1F2dw{a#~48WS}5|~2;>^zFh1`Ml+pHJ1KJ!qp4NxW;QGVd`QFeV;fl~G
z@zRharS9M?+2Wu=)rCQoYVCoI8Vds3wdMsZ)oBh`tJ~<mLvODCas7J#>-x0;kM(N;
z{?e-sU^+k>XaUVvC>}L@jre~Ug81W-e>w*Gv3TD-K5q+`&_=A+S{r3atE26>7149}
zCDDGuuBdSFqR4oq_K0*@Yeb%WUU->$b6A~bL)d)n`p|COnvg#Is*tS)6(L6q%R}BW
zEDibEuq5<_en}|P13EyvG=yor;%Cgkul$kwqwnY9koza%K068e@p#q;KWI&?CasD$
zqh$$Gxb6feeo=zAusuFRJU=c*sU<c=r7<>JULRAeUK?GlRTb5&QxVmvR~EU-pg3}~
zVPV8Uqk@P_MtPABz#j&AkxUQh0-gLwru~W^F%EZw@!m)D{|xjGr6TuFL++n~XU@n2
zS0<^`l9bW3IMtRqQfKq6DW1ZXlpt|qa+FeiQlhLTF;iZZP@rC(P@z>4-=I?z*P)jm
zx56MdcB4^t?0)0S*bBxPv0sAU4KreyKG4gIWja9n72o3+_#_PDfPSBZ{{Bon^Ugx<
zpALO|?@5zWXNEDgXIj(z%o$u$rkh}HhQGKbJzQFu9xp3TOOuzR=BXE^lxgLs)a&FV
zx9MdiEj36_+F+ELxYsx(@tkpT;yv)2VR9nV2YM-qOc&_9;;|pj2N?Sci2qUO@5Zgy
zCa^ji`uM&uONAEX7*I>@IBLwZ=jw7@1Xa1dqVk+jX-Rgha$$CgYJOI>dQN7EW@bjM
zPI|_Cy_EDGgQT=|MhR)VjpNeJ8po#H1-}}`r7?rJRHhf7%5;IwD<0xFd<Sz-;e{!D
zs2zpK`M~mg=%X$3^OdLxYsKakSyD~WRIakfi7zek5*8H(OY#e%lyVA^R5J53)zb3{
zHBxe`v=eh%bmMcn^kcHu7)E99G>XhVV;qtF8TiF8B8%xqW--0UOr{%^$#h=v1&+b1
zm<I|kOyNUqErtJ4g8Thq=pz?xC=pQ&){0e@n^IZ%B(Au8HeXQgA<Qic5NDM|NYhK>
zWho`;s);4}>hZ-DS}{dUI*~=4df|nA2BC%94TB3$83h&IG7KtsW)Pgu^nqST9@7On
zuecovKMv!r@WOUOe^Vv$-U`G3%!L<Jh3}=+>Qr1aiVAA2DYte8msLAQkY4L6N~sBz
zBv!{L#aE}O#8l<TBP&Za!Yb!#g;aFt23GXy`Im3i_boqR;8Xsgfp6JQ`o5)1&##o}
z`js#p{}QJCiVtu+4j~4I(C_V4n2WWT2Q_%^3##$CcrKoOHmFi|qXA_!Sy5W^R4%#M
ziBD+u62vtHiK3e#B@vB@N?{F|D!~oK@_@Ou8h&%zw7lzA=y=v|(e<c5rt4mRQ`f!j
zM_u<?rsH12v^}ap71Mgf^<<0##(ppQy#;!`ji|q9z_WL3%bJjP%!mKb3jd)^ixS#R
zDX!g?V%leNk?n4Lc)On<q&-X&)D|c4Z%b41T~HwNT2QU(-a22+wRM?>OY0_0r`97{
zj;-%#InH~k>Da<Foti-tXk;3%coQ)=f-%^Mv~0sXJo^R<KrOTj+mL%NLhjSWQAD>I
zh4mOwNY7XbUNVgWmpF0$OFVhsB|!qOB~e0;o@9|*PmaW;r(DUYyID57yGLba_kik*
z?nCnF-Ph#PyS|s(cQU#CLZ)Wl!PKU=|Bb>6+mDzJLbtCSYfw5615gI-tS;0aEJgjr
zO5}fdUyb)_E%IDFhCKSL$-Qqnx%SVYIsHDIbAKrB*dNEw?#~d+=r0!8_ce&8^(~f6
z>02kA)VE)1+jmuJyZSq+?JA~hvjQw<GMi<8a};xKXA6!;=q`t5TQ~fN9{3MPRg<9|
z(Fgr?cm_X!8i-A*G;^~a&Dd;4)3?}={gxSIx5bsF4f@lR!3b{hU=n9Ln8!^Vtl=jN
zb_m7|_6x=i?h#rIUJ_Vsc`UTt#6*?@Ol+|MtY?x}D14~R(C>wI*K*Y1K(}Ny{uap^
z<i8v69*Rw<LD-7-Q0zbr#BKpi*ej>;d-ZADK64to&xWk_&mhbFu4J*_pUe+Lkr~W(
z(*vb6`oKIgIk<u|KDdK3I(UvVI`EJ)+V>Z4xQFqEyP3dn*WYZ1{u=aq=?WYR{Wun(
zn*-hWL3lvW_1J?NjQ!9*gmoB4u@>Qki1bfk4aO;5(mOqdbWcwpoip~NeP#}6z2Q%q
zZ^VFX(l}c~>Sq^|`p_nl51j<}NbSrYq;{H-`boyUj-nQ61^V8Oe%Efq7;M8jq}}kq
z4qzR~VZ<N0lTN?`IE^}lv#3M3fEtKPB9dKIC8ev{Bt>0{<my;3mBep5ljv=K5?+fV
z!L>Z%uQd{P4V}BT3r6e}Y`+5x7f43j)xYUog=29o&PSW!0qsN`68anlT~FxFg03xe
z&7o^_iAd`zk?M8i;qMV~A1L8MBgc)04qkX<f`yM`Q2;pw3-6q9Lxh`w+qekc!HM=x
zD=y6F;9Yd+&Mj<z1!%`>bYZ?VA?_vUdn)1`eiHi7oq3*UB6LmP!h0~Fs}5b+hwvai
zA?yo$&S9}3+VKV2@s$>Ch>hU0SilpR1V6+PUIE(iBoUOt7g-4300aCKoqGBuzCXtn
z?RZHG^c5aZ`VkxhXNbJuJIz4YCR~I6^Dbf!T{(0m3f(Wj1Mm%a1il4NMA)Yaycc!c
znCih383T{P8U?bmP;=r(Sg?(o<_gdSFuB<fxCegzFBN-H2Xzb{82&GBXwO8SC)~u?
ze~j4QhW`Rx!7E*b=2P$!cm{p}zk%PupAzg-6=(v)1Z#yx-VK6wC|**f_ybi8lW({k
z2sT4tU&7Ro-zxHb8T<zUJ`?gxnhKmj0Eh*dpai_`KP<!dKCl4{f?WW07<3Z63El?}
z!85?%4UG68itWE)8Vc{j1YLj!AQ_E+0Uv}EUd(LZ10q2xC;+eghjx7K1}niDun}y-
zzW2iWI0_$P2>!=)cpP6KOi$rQyg<kpJc<7qrlasakngJ-AQph|eK;1=v2_O_K;Z{v
z1NaY!#a}cZdtHPfSPGq9=&XazW@zk0uMfiaI0fJ13OtX`=m{pxclei&@tcqS7nnYD
zb#>4VcmQ%BLwh6`6Miy&!x{L4Xpjco0_asj3;qKwfX-s*EQd}Xlm?))71MPuM&KBx
z?gdoDe1J%NL-)|ayV%3+{{?0QT|?yiy6_$}6`(z87!wt1VoEdNxp>kaf>8REPoN+9
zEPBG1&?CNv9`eofK+sNK3A*VE!AiO(SW9<>o9VW27kw%`OdpGe=p)g)^uG8Zy(|5V
zZor4R1|Q~am6s?!zl4p3zKIO&ke~(zTYdO3x`>UY1^tdXrJv-^^hDK<zEO#y`zopQ
zg-RaXQ7xxWRqN@N>U{c0brF4_x|D9J_R+iY0eVNigRaAid0T##uByFDmo&bi^P11;
ztQMm)@L^8B#wmPOz|2(O1qq3b!J%Rb|6w$~8*9)n`o{FF&N#ZSHJ$Eiy3;MKV0vFW
zj^5SDpzFGY^tNs#y`|Scm-QCVoBE6CqW%gxZ?Kkz3<l{9gMD<y@D!age4CCN-RBM)
z|H9#~8u9zVKCt&+Fe~^kme9AtX$7a-A1np*)Ko@a8*9=XgHiN>kquoR<w#dX`_h~6
zV$PW+(^<0|I&D@$C(Uc<gn1Kp%)FgDV&20Yw&>*!S`2UpEOzqyEROPfEHCl9EbsE$
zt$q>=S~0<9u*r%EH)8ubY&`UFI{C#0r`pLljpI~%%UVbunJLo^b6vV*HI|0PO{Y^6
zJm|P}Fddl~O9v;War-CcaeHmbxZO5&{7#z|euvE>ew)oQ!Jy3=!4{iA;U=2{!U3Bh
z;Rc(Jg==lU7xmdPaqlE1UIkX#GSTa>iD-i@PQCWH%;5C;9=JLk>klT0=^W~WPEIzZ
z!&9fwemiH{ZSO}rP#3e!K9SpEpUH2sFXRX8D+C+t=L*-^w+h$TcZvG#dc~{lHi}o-
z?UAgoKP6pm|E_e2{kPKY>3>NVPiNB35hRQ3*?(c^_m6hC6yP#*(-qooxX+%0``p<a
z9i0yUVU{uNbeKq69cR;KCokII6vC}@isk#AQU$A>a)hfKOGGOitHsM4n<YyfJ0v|0
z%cNZn>y$bjb|^1&I40|GxGG!V__b`l;~%nlj!d~_1SM>xuTU(x{B|~SPIvU*8~K(m
zat&+`pe=ix@%I+z=+P#(v9#XZp87r9xL%I{ZiPoAztlZZ(BqyV>T=H)ce<5J7P{3-
z+ud4~7r1uI=DYT(w73qcHn|>>H@aSu&vpGuUg!2)wbqTP)VML(OO$I|*)YE#?hnxK
z_k56Z2EzXcf<Cr8(3UNpV%p%PMg2bJw90oXE%S5cdi;F&#eSiJMZU4ZcHb1y0^c0T
ze4k=zi%+$3lXtVM!F!Qvo%c$4jn^i%DzE+Om0su7%e_8VFZ2FYt<;;zfhte|vQn=R
ze!}>F?t$Bz0K9WC6#hpz?s1WaZ$ewv`Ek_ik97xuW2h(CmKF!k<~o8s`31p2g89Kw
z!sehvabr-1WNu)AQf**`tU91Ur81yhULLSat<-;mMzQ}M%|idPng#x!Y32v~tdSSM
z)POwCpQ!?sS3GsXtq)>wIRv?XB<}NLaGxKA=X_{OZ!qpNL*%qL%$OENSkr=t88k1#
zjcbbV7tD<a7uJQxiEF~sq?KX0O66gtveM8x)uPZ=wStf(>Ukk+HFH9CX=R0+*2)a|
zSSussC(VoyrViAAJTsW70u=?{Vjg~g7+i=z?jMVsGXc-};-DW5ef+F566+444QPJM
zSZa>7qlQ=)t}fO`P#qH@tcZybmqjN_ileiX3Zsf-`BBxXIgu@DS&>~D84>-OX%RcL
zQX)=jCr7-mofPq-R#F7hNRD7?K%N}VRA2EB<M0k*a2EYPgj=ue$%p~A%Wyl`iJvWq
zQ>K=9U1~_Mpt{5<RGsL^RU~@xrHMhp;)F<1K|-P=FCjxIC%!<I8CR*A9@nIn8r!Ln
z6uVk8A!eI)e9Up}*w}ZqV`H9b#l|p=xEQ7m<Z;nV^%Y-Y9NtFUPeF5kD&}DtVt{Qo
z+OhyKX-bk%eX<tSq?%G?nk|*3&EksF-1&l3e?eYqxF|a{PLi3Drj(wNCre2#S4~Q4
zP>WAms1cjEN;5ifP%AR=sCGo+4e&%OB9UoCCg3SR0+UC^GkH`zQ&n&W<8T?{e;k^7
zGB6IA$hWXvm=1lkr8Z4Kl^GgTmT5x8S=LmLJ%h{3p2KHn`3f?#LWOCWG2)cW6lr2c
zwsL$%iArpGy*w(tO+6xQg=SdVX04F4!&<><*T8q0!Kq9GsE4F5`Abx>RlS9IcLC#n
z7@9kBk?-Un_s>SY18UKpa%_w7H-roFj3_sM9Ay{SQAU9imsa4#C+7zV6Z4})ae0Z7
zn7mA-sN5o1cy5hqXilqIP|h;-fb5N${@DjLeY4*Jk2QU>n7UsUQ}fGYa{o-G>Yp)!
zqBiXf+;Sd(*49FdLjm%Qe8d2hgF^f)r$~h|OY|tM)Phn<CsR`CY%ZbHosTW`7etqa
z3nNS7#9<|Al8};orJ&+UnSb#-Ro|i>HSeMg>YhdWH9U$gYq%FaQuioeY99Ga?wQY2
zJ@fuX;R&8Z4E8{KBT|87C71`rSo;8q@Hw*_c~7N;600;RzIrsp)>u<?&2);aapA&i
zeE86sU_o$ov@oDLS>#upBk`#!SMscClDSuQskm0Ile<*zl{;6yDR-*;TJBu_r>b)q
zQ*|z7DlQ62MtBo3ID#?Q0sXa=iaH=XcLtRpw+eY*E&PYM@E;oF6xL`+q3~jYo2F1;
zvjYV*yK{cc{=8391n<?9Aarla6uCB)h+P`zN*x;)Da~%|SDw|lTQ;Ndf^0^^1KEuF
z7qS_3Og5vIDbK9=n>R53_M^{(HCTTEy>?I!O6u_JdoJ{w;XlmB^VbE+<kO~2-tA+^
zv%{J^I_$~4!<k$cdUJCY26N6GF}!0(s$h0UfpA7gjmW;ET|BL0wPb4hPRZnsA<5+S
zuOyQf{2`q@pGhar11*1Z3}e0%{T*n+`iDk5`vz6`oCobBXot7s`Ew`UL)p!f(-Jv3
zEYYXgOYt7er8YEk*$kSoYz|Fd=1X?V!)V&_1a8XmY;Mx>3f^Yfe1Y|{6@m%Nwh6{9
zJ0l#o?4DrklHY}6yP0Tg7g+o^2N3f?==LqZTx^9G2#WDJy#q0Tc3=<IU@S-e-HRH4
zehJyGQ74-<hBR@l1zE4Pr3ve1()e|*G;W<gja?r}R_jyAa(xk*uW#hc)-U14tl!Ly
zUVnl!S$~@|S^FDr($9F4J|-~f{hOT)@L-_19C`~DVIE+c(+&S&>4*p9)rV)`>!3e?
z9B?ygAhs&e=xrKgvdxf2;e9Q}+il2b`wTMN;YtQO0!V*H4C(F6B3%SmXXirF-npK%
zb{!_oUGJ0T_Mb^>8{@PFU$O;Tu(=J#<6_K3Xg0wADO`!;U^VjJwWvXXuJabuU~Gf_
zF67{QQ3r4U>o5*UNbQI^$&cs(Q&K%*4W^UIQCE^34I<^E38ZwifTTy8NOE)qiI46i
z(a|@teMFKYjHHLbAx26EN9gauJV2~lp<4mnOz1{K*MB=asNHxM#D3@>g8mVB0LM{>
za0+?w8$5}JWW*0?5O>Z14;{=<WMvJe<AjHsp9>)<2E~c@A`Z5Tm{1oH$cxy)#ZSO5
z`2X2ISiS<sLjOn|PTp3m1A%TZ`s#{bu}3~W{v<qrGpIutf(LN{>p(6c55G#d;Sd28
z_$wMHK-CAPco;STH$(O)z;nmN7&jpwq{Abr0hm-DBA6eY2j74{0ow7BMQd;@Zo)c{
z9XJlq=a8fDz@Tdf-ErsO0bE24$YuC1Zxe}cK>H^654Z(BK|4N^;bvGJH{?3-L`LDk
z*jV@>({PiHczhiJvf)=?(tm?V{b(P+P9A>`{sL$RXxNPNA;voSApRZ>wB3fFkN%E@
zt`T%K-+}+~KI%_ChURT>4}1mggNFd!qQ?^WE~@ZC5EHyJg`QcU)?^9_rd{DpM1njd
zFRfr5YDCb<7wE{J-+^btlp^-2h<h0N?Qs$MZ^3`Nj&(5jXX?<EzS31_eht0_=mrwr
z5ijItY<~sMIcP}XyU39&AST0WVkTjWb|_xfHT-VWc5DX#+QBfO!)szbK%PAYc{coq
z;hZ0z$r9KC2Y_e(6a~^iA^5ldumV5p2LoU$*aMD$H^AHA9(W3`;7|NFvMT1)_65E_
zf61`-p~&}z3hx11QurVfzzpCCLO~M90cD^L%mWL-60i!ah0Z2;13Tb-?8m-Oz$3T>
z-{Tg1g2(VAp2I$3@C!y(=qNtF&an3(N4_uB#{Z*0(H2E4rh+-(l^>K2okHkT!qI5J
zURyB)ozPhdjb7|?Jv6qU*Sq0I9ER^P1od|?T^?Wvf5!igI75o<{eQtUp{tJkUquam
z6t;x+kYY?Gg4w_un&Hq(f>t)BK?$Zq4K$jd(FSj2F*KHAdiG)81N0?4p?iqMUHDSB
z=`H${KBte-vj3n5A7XDGfcO6e(}Aug@_o4y<_5M(nrMq+Osp`5)1W&Cnt{-ZfmSMX
z^5CtMVb682DVyQ;w9_Z>rap!@^#R7@COn~c5sMq}rLLha<|@YH3R-*_qx2^BdXZyv
z0VuYwVEXVqbVP^+0r&uFsE1I|rWcaY^n(CvKxh^;z32`XN}urY^dX-?Hw6Xsj-Z0B
z3+w4^;XJx3Tu4_$OX!klHC+@9(0TC=Iww9%XT|5}jPye~rSvTwm%%NA2XjOf)kFV+
z89^VXx#8t*x;VVF#PDC_^h5<~K$NfsL}@a;uk1`WWPWs2C6X?yCefR!*>qlBOy}fP
zbQZNSXVezZX|*moslJkqtFNPD>f7ju#z8uyF+>M7KBT=`PiU7mDu?jW<83e5s?E4p
z3@@`Y#%aU^ryB4jKHo)L?#NZ?eYrlpjT)ghwPw(ewg;Wo4W<)%v2;u?l@9CY(jkLV
zI$%&k`wW|DuVDx6Hd;cvjQVJY(Pr9ayqC5bpQbIN-l2^qkGS<FFSxa%8Mg-XD==YP
z-%Eze%1m+U8H>CVr~41a;}T$j9NZXxchW$U&KR4~F_S5DXpA%MGxeoCX5qBcJb|`b
zWYAWN0@`9xPMa<2XrtvkZosmWTW`67TW7hRTVu78>$5t>t+slLUpe*xzijMte#tn-
z_kixP|3u*d{RrJJacaG3hx!LFG#NS1c%F`<PUwJ@G3_2_P1`5Tq%GDSv~gk(ZLo=^
zbvDVg#wMHVvnk?M+g5U`Y#aC$wr%`!+a>%`+kQch?N&jT?IFQp+cyP^CfyUZPx?i;
zU=kCyPGSND^Izi+=s$-3t(mC*a74}rj?Th8=2YaKHZs~a3I4+rD_TFzj{5E9&}w)w
zEA7K+xqUph)IN>tvCrkZ>`VE@_O*gV_VWZC_MO5u`&GhL`%R*G_WMLF_Cw;P>7R)k
zrau$cPiG<pb<>$}7<+8N&o;OO&A?^X1($zZa*ui7K7S5s4`$;T({wSdo1sO0v&?Aa
z>`AoD(Sdp#y=bvxFt^Atn(J^(;@ccE`Buk5!92%GVY6d{u*tDq)Zn;GT<@@6QtPl=
zQtfbBTIKkmw8HTRX}KellsPgn5DnviE%*Wbz2k%!K>M^0`tOTe#|zIHaj9A3#L-H;
zyJe}%DC%;xrbTWusomX;THXD*dG6s{vwJ+>=$0m!>y|65b1N0qxYdcPTw5g-u07H+
z*EP}-*Bwg5t|ycWUEftMaDAeb@5ZEgZcLKr%ET`bVJrF$G583V`isy$7KqvhFyM#h
z{@%F9#Lv6kvF^arklMV)(R^<^YW8uVMjs!p-Y0~w^@--IeUb&0K3T$Y?;=sDca^x<
zyIE4`wOA?NYqfH&*H&4!*HKxP*ELzD*SE3^Z>E&t#iT$2#2KC=eC>d7K)=sI`%ozE
zu|a<j@-2VdW1=1HK3I3)r%O%#7Ss?hh3WzwsXEY;s|*a}%L60%(!c~kabUWzFd$!)
zA5bpI^>2`7`7cz;@L#2z=D$Uj>VH@z+5f6alK&%FlK)@IN&ZYJ$&X2a<P~3H9=weh
zoQC%PNaTCC^;s1L{SfE}pxztr&S?nNqPh@Mst&cKim+K!7Usqkhxv1bVPSlJXsjSN
zG*y@#nj_8(DV3y$)Js!C+LV)nm&+1^H>$)3A5@JEz6`!ri3$Ew78A^rVuP79Hi$`H
zaToLOGGcHX+Ph=nK}ExVL0dZTy#?*44--;#xCT{3m{4h?H5Erqr-G<CTwat9mlGAj
zXGKK|GNO`%X^~l?l*nR9Vq}dpKB84QHe#tPI$}U2GJL;kMEIMk;o%Qd!oy$4!o!(T
zL>QC4M1rm46O4o6Huy*kJQ(;OeQ}5ZKDVMR^=L;G{!CtJv>Fw~8c{*qILeKiM%nRB
zTxPr{mmVL;r^ZDJlH(GDiE$aC_}Bt*Ol*}jDt4YyL`;t?EM~n*NX%Z<;Ft@lK`~#c
z1jYOz3yx+=KpGsyq#;pEqTqeZzaeNHOu(_2gc_Jc_#gP(g!WV+E+uGFegf7$B<fRE
zk_BZXPo}iw*_4v(&Lt)L^9jjed|YyzASO9g6q%GK4o|9(geEpA1t)eX2PUqS`6upH
z@k>0X;+y!Tif_X2%D(YT$uFKs{o;m^U@N(S`KPFf+M9yoF%{#0?Sf>)0F<CTdDv#+
zZ`Y=!X;VtNDJ5mtP(sEGip!Y8#bo$!Q5hk8L`JkAEF)PMl94S6N-q@$q&G-?(>j&B
z)B2UY(ss%`($0c=GLO{f${s092}nJYndB8$F#nFD-@7t!J^+i;k^6%xke7zM6F*DN
z!uuz)H7GV`6h-Hbr>MMX6p`mhVR@chNL~OJlo!DV<Ru9F@-l@!xy2%{+&YOzZimz@
zXSLFtoE^$8IcJoebM7cPXaB0?oW-OrnM^WF2Dab=#$8bpwJjINLk^CGY{USRf=ql*
z$V2Xnzabn^1plE}pF)Z)D5%7i0!wC+f2k|^mHKi%rJ<ZxX)Nzik|uB~DG<&nsS!Ds
zw22*yS4w6VZ<Wq0J_SCN%q;pvGP96LW)?8<tbC9+!WqP1Ulx4XLX1NJa{qkPpnw8=
zPAx*-SAx8!9MAtNmB|->U)&pBj92w|@~oLg?lq3&R^vggHG!N<O(f@3lf*mJ<nXg<
zDg-lX<_Ya<mW!rUZxKzcJ|UV?^B>Was-HzuDwt?WIVfYIsV_N(nD2!C+EVzD&}#r?
zARFHkpdDHb|Dg`KPlJG58s+5Fq)(1b=H$?9L$jNw)2tR3n%Uw*({Ui%x5RPNS~9pP
zEhXHfmL}e&rAIKaWust1%TdAjmYag{O+N|7H!#8YxuE`U4j|Tp6*wNMFc&M4cY;EY
z3hiiU2Q<QeXhHtJ0QqN!5=~vGK~okQ(d31eG-=T!vRyQjY&u<OVy7QX=!~H8oyjz=
zGoP$F>o|+fPR_h@J!jT=h%;S$gEL+912?9F@nhP+0>+!ZWLFu^jdS4#)?+S0vm9jM
zdwdhdU>=@-w_y#!BII9Pcm}@|IoNU)vRHw?1-inR%vM^F>B>noX5~y8y~>SDRt3<g
zRWW3|DuWDrE6AX?jr4o_NUwJ<>GZxux+|ZM?sBXHSq7GZB_j+%yKg?u3FvEmGv)zw
zlUw0Gbf5;M6KhbGp#Lkd4xkq`5dFx3*K?#hphDUkHGvUnZL}oKjkct*X(n(d^-aN~
zwkd(+oAXI^a|2jLDx0^F@}?n@ZF)c|1Amd~21csu!MYLFLvPta)PzB^9ArW_rW<3h
z4EaBFXRJXD#Cp63V-wb445AKTJ8Cd?2}yac3Q6{8l6a31iS}5KaIY=#duI{1*Apij
z9PoQ_u<gZ!+S?A+fy3ZK+?+fE3>OBlYlKzMT#UZf14SK9;wp>*`s=X)H5i*w1F{YM
z-v#}>@Bj{=4gtGTI))mI<4QQO$nnrc8yLgnv;@d;PtC?j&l^Mm9N?!B=+hX)(>uUL
z@EHH*F97|QEP?L))rbN5n-1Mb=z62C4tuZ;1)7%7G=iq)N%${k@Ggq8gbNJ7ds664
zWq@{ELOU)S;bznVH^a8@M$nGyz5plt>o~}7V6bmM;QA44KLNksGurTyw!W9|!`X^j
zsNEQYgYck^LjMHfe;WQ1G&Rn{e|Zxg#9Pq52HpklftwsW7b!dzRrn$r@I>_CiI^fe
zm<XQ&?fAkEH_JHTe^mw$@cS6d`$OOX_zj>Ppl&0^0AWhl2OkjHF3_C}T}2Iy-erva
zRn&moc&Ygjwx5B!;B)W=_zFA_z?)ElAA*>CtApAQ6ZjL>@Iugzp9Asm6m#R(TGVSS
z2MF-<O8~$4{HI|Gcftcg--A!W13QOzfuO%;=&vqxRd1sH<zr~v2KQd-eT^-K6e;9C
zy%2<#enVS+m%&>>OonSg#$)RMf<YE&0tozn*TbMw>?8ON#>hk!`Mv_hXVip{HNZ1}
z<e4LDKotH%F8H_qpjZd861=Lz*pAQpzzLwpaBm^o{ua6OANY^`m*4UE8F=~<Cc*j(
zPLb~`ya!!i1gwA^a05Xg4rBm@7gGruKr2{;{V#zhu?qgcI(QPB;eG6aPjDEH!&&Iu
zfG_a?e!(xpdf($W6g+v!tC|cZgSHs;2Bh#F6e!xEh=sxras&!LC<6USMn7_(Qv!_|
zXf$E}3*dWnV*ksq@6{Nd4e0e&coKWz6P!TKei>fD9e5H?F?IgJ6k@|D9HQ4@s?b$J
zzR$sXAO-LrhR0+a`Zpb#?&w7jv|^!?2911ZltH5wJ#5C5Y{UK+W1q`0Rr@h@Hp2JV
z2|wa6JdYvx5%1$LdW4AljtUv}U#{WvE0{WTRZxE+;PF$egCIH3g{~P|KM9(S@N<07
zpK$0TpjVmDD1fh04$q?w8qLsXhekK{xe}hoI(Qy~aHICY0XaqI;f)R9x8FeI&S1}{
z{|A@`{0AIT45u3=<uFH;F{bL!HAD=@LDL>H%N4x|fV&ihJto89$$~}^G%BD`Pv_u~
zorOns26N*y#^fYoaUApFDC%MkV>}LG1P*XN(muQ+25+*ZJ;Hy&aEcrDVAPO*<5cqq
zZTUu^gqUigpQGtIXG2%`*>q9hNkf7VIwOpwQ=(KlA<Cg+;$k`?uA;+|20AEdr32E%
zv`@N{_9(5VT}s<&r}7cnj+5I~*<ISA`iwT=rN;wc!@n5zU$k(j;}rLm0iHYS;`FD^
z(>qEsx+2x3bIKNUT4gF7Q+1}pa$h<i52t<V@w7)hop!0`(GHDL+OAPUTQ!<#P@{u3
zYc8dYnrmo4Yb&kSIz(%=F3=k7JJhTDj8^L6EkAl#T?UpZz;^|TKRxwq6i%7uIOXE9
zbJYU*H@?52i}z2$uRE+YiuUPP(=Oeav`ycg1`PsflR*>>7$(wsqfA<7R6uKt%c<YE
zo>m*rr`}Orv~pB0EjQUj%S`ss5|gvkGx}p%Jmv>(;TXnsfcBTPVXI)+1G2)Y-Uj-U
zp>2zNXB_fAGhAwoRA~DsJ=#3liZ+-|qqSzv)MxHPy%wRg(ju0YTc*%5%WPU=RYcuZ
zRn%qGM4eV0+@i6|xsI{xxwf&pxYn_!xcTGW<C@1k;Tp#?t^v#)_fLLCzrTd;JN9@C
zF%!>Pr{l6d1^0Kj>};|U(|RlT593T}<pf(=W<85~CVEhpO#pS;M9@Op1ZuZUr#9O>
zuGO}Tn`c|cwM=T|nkMz|4U_u$`bpdPx=F|Qnn~CAs>zS|%E^E6<&)V6ldyfs(+Ri?
zLH{yN>nB}sYvBlOv}Nry<o~!GSZRy34|tF9;;G|l;WT?{vvZ+VdtaJoA4<*kG1O?E
z%r)3&arM)SxLW%vzQ(?pud?qHRM__l%BF7-luSP?ES`QvSUCNmuweQNLH=~6fX`E4
zKf)u#|9xEE&buPda7X{KUE>UG{A>wgve;ggI%eoo>r6{(nLUM?92{w`gD2HF22zb<
zBv<X2z*Rb?bLEbCe5qqOU*b4dP~^}qC~#OI%yZZ%%yBp%%65EHl<9b1l;QZhFvF1v
z(jEQ_kI(#l#Naymf5r>r?~Q!V6Z&XN_Z-|~A||bl_?rt(+SK4|Ms+T>R5NELRl2%S
zxvL+QxrTBjuCZK^YYJcBn$73AmI!iOYX#Y^t-?&#rJ{7#4Wd-nz2X$t^Wr4eFTitA
zqAL?7&S8SrxjPHDKhQkkhiAS1h=DKqkG6Dp;Qk6RX>=7+otp+#xtmah=L9PCw5MV(
z7b^7frhKnpF3&59%kfI&v%E6-46i~#npc%D#cQ50$*WtG;JH>D@3~tX>vdKV<8@aY
z<Mpd3+LH-~@nC|Omwe)c+cIb#2}11y!0kD8qAl~$mIlP6#tZK~@K&c1A0sOA9ZUIs
zQz_5ik#hV!D9b;9%kU59(){E26#q0n**{N^=wBg>_iGZx`Yjek`}K<>{dP(s{LV<i
z{XUa~`TZge^JAhgUnT^CFdrre2OprXL(n`J3Lh#2_t?1IXh&Nb(Uuw?<XnhPk-sYC
z2kKK!kOgH0O`?q8S(Fy+MyVmbTyjV#mlzVm#|NkIvB5cl=-@J8WN?EhJa~~PENHbj
zBxt)NDCm?VFz6QeSsWO|M1g@!s30hS2^8Ew%uhpeZv>8oaLj`+!~pH7Lwm{sk#C?)
zIUzF24Ar6ZFjGnmpGe8!(<w2+h2kT;DJ~+2i;0Nhq9PLch=?pfSa`7@B)nc26y6~U
z2=5j9hi{YkhM$!9gnuaU3HwRx6UIb7p-kwjAcP4NTt#0`KzC;}j>RZEZ;pijf%a6P
zJq2h>HnwRIQc8}}q{L_wijN*ou`$yqCdQGXVm&A_Hh>F{4d+5*<N4s23_dWXP~aa^
zBlL}F6M09k6njPwianx_i``>xiru4s6uU<;k$WT)dMJp%+uOh;#QX@f2jft09*dg)
z7~~qD6m81F&r|U^F;+;iaq1KuZ$yy^RurB%nZgohQD~AY1t<AZU{WX-kQBrDC8hE{
ziTMJr#43SD;(Vc7;xf^k#LZ%t#G_*8#COF`2|tLO<C)MoZWw`cEEBkZbBOr?=x<EK
z@sNPrKOQjvg&-Bg<L6OHc<z^?N+GFw6qII0foT&dAl;t)(w)gS-HW`_gUBmAit|WM
z;@r}6_&Mq20_XG=fn)j-;q0`H!dYpDMKjZ{i)N;MFPxdmgfml^U}iEC%t{*JG-AIe
z8FL{8#{;$vpbX@IMEoo=4fos`c=ntH{~=qGyy3-o=HTyu=1w8^+*#z7=SFk#{KzFQ
zjGXe~Imf(AZgyS?KQph9pPt(#u*=;bn3j7`FeUeG!IYfu1XHq^U`iGfOw9xtBOF6t
zcR&NFGPR}SSOA3}1K(pak@w{w_svKCUnrzG@M4_d#W)q4kz<K9%`UN{S*1=iv(%Gj
zlm^js44_?UDmS&XkegCk$4x3-#M_jv<*iHi@e@j~@DoZN^An00KcNs5Fy8tl2U2lf
z$i+B7t2rCb-9au$#`j2Q`ximK6#0Jz^4}_Dva8mlX*I?)wZ@XB)Y{VI+8H#d)`e_q
zeQ07`7+KdP(1f}i8dq0ER(0*1WnCX<UbmYwt9z3(tNn&Et7e>86{uvqSq0<Gf#Tgn
z>!7o!5Oc8r^%o!$#NlTl(DtmvI~Z#44ve|Tzngd(-=a!m=V_DGJQK2<H<m2sO(OI8
zGs$ee8=21cr!lQjG`cm7Oj=9HxOE;GwXP(?)*YnZdXDtxKOp^<Kgpn(aRyDGafGcU
zxIUEQx=@C>2+e$ugzphm7=v2mehuh<3-a$)JOl3_8q+Bvqb@lacIl8omkH^2k0rhC
z$)wvoi*&l(NxLVQw0h!6vnP)<V63S3^pIN57LxazBGsPHN#6B4sdXZYSOgZ1u(1y3
zC1^EPV=jUW^f{&;xo0ChsCmf$+n~P)`rXi9iW-QO$iY{ONZv0e)qZVK=^sV1ek(AU
zl=~e>so#sF{oy2DlS-ogG7|Q;5#PTCM*IQd`raYF?<w)C83}tCiB^r!hd#D9;k*dV
ze2|FmAqy}D3z7eKA^%*48iZA-f#`$&I^^I3@BlWW24hf}xIuNCSak8gV>B2Crov=&
z0yx2M!--`Z26`I?aT^-Hbvw9#fBy}50T?FY2#WV2&qH6!Kzaw};bM#de#Hs8Q~RO6
z9{QV*gKtG0zz)<Q>_#5Ek8n~E0~K6oG=Ls%KF|)lyA}n&IO(|noam3><f3>X_z~><
z2s&`&DEJKj=2rmymvr_Z28eSWbmI}{K<Lid01s*lYEaPhG0@cA4-eq*OaJ8r^v{4d
z6rdev(T*X+;~e6lxEa1M7QP7DacK?+#SIz`^vf9F%MiGXPF%hWz6E~)v;)lV#d#UJ
zspxOmW{d&;+04E0;0{6m81zrV|AD4>h(`Pu>;g#+Zh*lxa9sdjMG3x$97%x|9!?rz
zZH^_91hnI}8^FcqPA<S8-&qUq;t03}egbF%s79Z25a-xE@Is;Ma2y`oDa8LQ{HOC6
z`%9>QQD`dk-US~5>;ezDNBodG*nSSa5FtU4p*93DQM{w%I}5B?K|6l%K=OpS@l!F9
z2u$v02=FuP{MlWAc07AVd5CvB#y0?cc0zw`&Osl#iZw{G8`$?v@E?F-9M-yz?L+Vl
zcnrP+--90jc1gcT;H@AgFEBR44{)bp>kSe?6~LIV9RP#LJ_es61BL%EobM|<2*qbb
zO~_a<9Vpg-1cU$Ge|WtPL-9V0ku@=gk?Eg>H}MYqf``bse?$Jx{>#t!tneVd0T025
z_o46~6e#k3yboh|J<Jqroq->S0x3XI3sM4Vu>VGQ0}HVKPV9RrR93^6SdZ))@56xq
z@FV<(ACT{UkKjGQw{P)VuXv2l_rd4j4j8GsP~`jYAcoPxRuPL=evl{n6oUT5K_?v=
z`3QL#_Fs$rH(~#6*!N;M49n23KJ;q<zQhjr5{KXw3_<68=sd<y{sGT`VH%Ba3)>IC
zO~51yZ6$!(hvBUnw)*%DOK47orVD!EhhdL^P9iiivHt@29_85ot2&G}?7IuoW(D@U
z2K(KDQP=~&;{?2dxA5Or@FaeLUohfQDYlnigDFFs!_>fZ!Wk6E5KB$;5r2mi^(gn@
zjeUW6aT{LDEv(D=0RF>!s7bj2Z|WNShpTAE6>7%*+u?$B!#-UFKVm&*!*-lT4#A5!
zkCuE2C*tXF#n4eG9QhZ+ueTA7v;k)gv{nG0M-_e4gQf-arl3EL(DH^(C^TXb;S`*r
zvf+39KeFBfzN_-=|NndwW)_)bLiXN!@4fd<NJ0{l5JDJXuduf)ktH%j5mZ1C7fKy<
zTWf3U&(_-7*41jOt^0B0|2_ns+UNh`_2zuX$$ee-JooiE_qo6Gu`z;;RoK`-+S{?Z
z56$B!D`L*jDlW1r<w=yG*YW6MR?2)wYZ+g~bQi~)Tz|A|GTn44-5UOaKfl*x%F>Sf
zd60`>?8T$%WMQWSU8NQqt=O22jecwlqqr=g1+2l&CT#4+`fc=(lc+KG>V)Yr9XEef
zw@>&;M<;!&Ba_E;cnZ7h`~*XT`5HcQWC(C#$g^XJwPx6zU`ak5^@zz^51L2l!o(Ea
zJ1I~1OexphQ|fhQYMV}5bnB$WT%E97sN<H)b-U%Lj#_Qk5vv0_WOauQTA$ag){knx
z^{d)z^LO21`@MGAj%nvl*um@X92jQY7*f3$3cVTr8S)=-=JJCt4_aF5UTasKwF%Ij
z(_(ePHbckl3U$=3N{8(mb({Sx9dzi`0f%|o@32^V9an3Q<7Vx4+M}ILN43N0thP<R
zqAk;3(kAB*wZY{(jk>ba&P`l+4PRpaJzw;PU@ko&*bX4p@Zr+x!KKw{icUH@=-6~`
z9dZfRt?VDX&n-uL+)K6FqeeSDnzemKr?$=L)0UaT+B|caHhPX~gXd0-dLGhRuRFEI
z>p`vZdQL06-_tUmZ?)71l@&(3|HG%`{q0aLU(u}pfO8SVeE4z<Uk-b-{$VEigO|H@
zdk1N|Z>+ZZrE9Zafj0VAXnjDv)&;a_Z9unH2M%gg;9{)^T&?9nTeURkfJTB&nid6J
zG%XB%+B6*eu4yRvYtuY*n8BN%#|*+pT=HM%((+Ui@m?ZvMm)B8zdxM$6=kzC&`Mi_
zoV78;SEHekS{s(E)nPeW8D6605!G52(WE62omw2(r$v#&S`fLyG#t6nG!(hlG#Gi@
zG!S{8sXywPsW0knQ*YFlrk<!VQ@26nfA|aeei{3Zr*qFejVV_O_c`%p2bY>HQN*4R
z?0XRDpjA<xS{@UsrD!oDu^CzvSD*!P6&jAO*HC<$=Ee7DZu~q`fBX_tU;L=4H-49?
zJN~FySHd~7&V;LG9SLumwI_TIV`gm$W2UzF8^n#7{(!CLu>DXr8c-JV+YIu~`%THj
zoe9jf<5+tTZ>y0+4=qdz)Npc)hLTe?n3AixDW&R9tx;cUvwBmzOx>virrD{BOr5D~
zOtVsVn6;%IGHXpeYu23lsCiTBugx1%|7F&I?sA=!F;jy<GJ6@3=cllLF^@TZE^!9a
zj?MV87GGAR5^qp03sY<~l;)zrbUzJbM5-?{Nxhj_>d7k7?5s+4Wi_fJYnG`!YmTWc
zYuMD1wbHC9YpYp9)<LtntTX1dSr41nWc|{-I_p#Os;n`ys?2e!Gsa8?zr@ay`SgWC
z?lBfn2E1O6KP&KM1V4r|nd@d*sW00}z3f-hog1nyo|Edx%h0U6e6{D7t2Mt)&G~Jn
zru-gLL;jGdE`PaMP5x%H>bwKym3eoXm*+oZUY7r=d1?MX%uDme%&wC=W>%In&db<%
ztcWRZ3H4CS9Gll`@Mj6W%*T%b%BDAOs%GaqsH0$}+6#l!RurR_qEs~(=c=)|L=D9?
zsw-|b)fRV|s*49rmBmZV%8NIcl@{+aFDX7{UQ~S9ys-FX^Mc|}%nORf%nS+(p<tZn
zvGH&jZ2|Vdrc%lPe-_}+0OityKOM!B)K+4vmQr^$mHDfoEK>F5NvbW+QcZc0sw*m0
zS<$G9iVjm*#ek`#VzF6K`KVbz`5yE9@)PE{<qw$Wl)q@6UH*6T?6NU4gPc+*8Rr>n
zT&`rjJM69?=7c5X=pXpgjW4q}wv?Nxp~6OWl`g8O@=<klm@2E|RZ)|!@|t{=)s(BG
zrcT8*?WV$-Ii~!Yg{It^wPx8hyUj9dj+<xHTr^LwdEPv&=5J<c)jyi0RgIaYSKgpv
z%<LNZzEDe_tU(K`=6QEmSY_xx*vFqH-q-P6b*+^u>Ks*8@2S#;U==sSsHh=Dg^f8X
zXe?1)V~uhfTa?|{W6ElrZ^~#~WtP^s(=4U&m|0Te{bq@cKZg&^5*vOnOROI=ORR(1
zF|#Ciocy0_pe@wXADD(Ohau>JCaB>%idiMi?ElbWr-BxD<+b`Nw>3gJZR`QjmZ8kH
z0%f#UD!si?sqI}#X`g3GYF}YWXy0avYd>NZ+kUTEbo(=A(QWUWMYn!$7Tq#t7Tr8%
z7SlXtifI}%J&c_*&Gbp8-=nY?djrtP>pDKKXl3m`Q{vnX^oLIL2eg><E-$6d4pz$S
z7$wh6QBrq~61z*4&|Rmv?smm?_ba-4sVTC1vnitcHd9#lIa6r&&rBiRe>H{7{>~KA
zIc5s&xWTM3(*xMKqm4cZtFSi=z0k({>RH5no!Fm^{?JS8(`TXhetX6ByDN6UPcZ}G
ziXMnp<lJ;c%q>v(+)9PbZC2=DuYv~`DQIwm0tOGrkIfW(2cMMB+;`<W@U6+WZ_MO7
zXB@v?ekA}KhhZ};?HFGN)Wz#YDDURp`yAqqe)NYy?*Go8ps)ot3R&o+;Ds|4v@k${
ziy{@Uh<zv)WyudQ(`Qkgycc)MYw?g~E?%P<i}%WX@tty8{Fq!9|3PjGzn0qq?qCkX
z{4taJ5Nleov5!2i>!B^e9B79cJ}(+Tf0&2<FpT}hJcB@p;<I9kJXhIj<|=1-tn!rm
zsvx<oijwQ<WVx))mGkNfO<&z2r`3IOT(eyEYj(<R%?a7AxuR)nek<EmU&?L;k;HN$
ziDl#5LH>5kCGN%E5X^=~-j@wg2Mf?2Mu`8HV}BL)*Rcj*12N#{sj}N*3(m6L>IwW7
z>DFjSmG#yFS#7PA<<>4)Y+b0STQ_O)*29{#<$@+|c}bHtf1=5oxP!QnS^S1^4ld-{
zNIpmA(-xtP*Hw#HgR+D+u!8u14e|GS>~F^YcI@vW2H#^Yi~a1wx!+C`_PfYzzn4t=
zgSp^y0X)C}e}E2ufQEK}3?0Dv{d?hV3jAmAJ{{nHSo|{fzZm->ufg5|@;jSjJ$Wu(
zO&yG~24)lcpkmi&H_svLBL=;d82k_#z%kZf9G}8P&ITN4)J(?i@ZrWoD8w@f${82G
zPtw3nlF5@>`TRIs;k@7TH(voh+&<10^0^$F1JJsTzPOP!DBEa*<kwh(<9i$SkD~wF
z!8(9bXaHw~t^()G!Gen&e%y;6_qif;;>QL2xR?m}PzN+D;|IAekbw*L!b|Y!_<9s$
zO$w|huM43IS8I1t2NYW}b|c8E?@8=q)BYYbfctLfFArk>VR*#AjP)p#$79w^g6vsa
z;=)DP8*KzXjEUJ(MbLsiLM1=F1xWDe$KkJh{w?4Gte~9xvD=KBrQ|oA)1vPhUjyTI
z5&h{h8o;Bh0lA9JYw$Gu9G-*c;RSecB9k#oCg#%!4xE@AdUAsbKYp76Wh|EML>Hmb
z-`Wpk=696E?>>R=cuy34gfWqFt|q^^=h1*Jp+S*P58SoG=2XL`VedtF1%3&?hBx3%
zcnjW!ci>Nx36dz2_o<tYX0RqCguo#Us#zP-hfc8`ZbuuT5I-Y<&+y|jo@Th4>%#rC
z!-sel4Z9)O^>_yTi#$$#nRH(R!=_>H5AZHfl!URYL4l9pWB3P9&1}%X`V-p8H+JYC
z9t4qLkO}obos8`OGCYQ{>-&Kis}NZKa9wvWv<Kt0u^z-9VjvSr;s38cjPD7$neTSO
zJ~#|_pcCAUHgN%M;xV*|7ttn+{W!irn;0XO9miOQVQ3$Jf$RFib?w8@9}JAR-|)i=
z!XX6;pc-1icot=l^cR!<3eq1X?JcCe3yokuy2KH5f|Eqp=g=iCQ#4OgL~jzm{}XNE
z$Ln?t+wa3W@LTv5jO!j29F4UPh7Mt@1#yQUh=(lfm13tJ8?(?p*b9TW{}bZvkBR&L
zh94i|#|Ol^@39W!FX#{N67l{K{oxOk#qWvO{~zD}hSD(fj+?y3>zCkp7`JWCk?JAt
zH+=dYed=r0V0_Mclus#(Pk1)yBXp_v)P%OuN&0;>!y&YR5%RK<<~d4!w$fa0K_@s!
z)4hZA&(dWs)103{FZcr`@-H-rvFlvpXke_#xC-O84g2GKMS1*_`uUKu_%qtrJ3J5b
zJ9McxSQqn4)sTKOwcLgOeRR<wEG*Vj`0+FRc#=J1ud)u~G1|tXJg0PpvbfAA574kL
zQ6m@0-ThcHxbPFkXvT*9AB-jqMl=5->tf#E*`QbDjlD2zC6SLDY?PvT)RKM+!xYbf
z;Kzgbaf$M{h#&W(gWShjq4U(qJ*-K&oBz+?$!R=3MQ36MSxU%gx&O`BB%Xi4uCeWp
zp@00A*RP1*|D=6BNgsKXKJpM+%mX|#c7Zy%kLQEV(KgP~M(;ugIfD*z8a?I|I>-sF
zCjHI2ojN&6Ssdou+wkxpIXFOl>?fB-588W!Jsb^wpeujIkpE}8^J}(f9}F>98EPJp
z1$OPRIg{K3V=oR{8Q3W#hn2Lv1|2cA>5!>gx0wy-R<i{<V7^@Y%ty6%!VcXs;h=U+
zJf$5IFKGLuYuY;HEp3_lnKrRU%SOxp<}2)e;LI?@aPpKJ^Ze;te(Z^V@#XHx);c|L
zx{gow(UGYUy3Ha<w_0Xvzg3C$T2<>7>n82u8KIrlz1nU)Pupxpw8dtPHrs5~Mw<g#
zKkbA@ZSU7w+iO~5`?glveWB&{=+pm)PqF{DH$%T4aj!47y|~ok&oMqfVmCpDZESVG
z)?It-0=3INM%x|IwACR`n;pxv(Xm$Romw>N)Ty=8`?Y5JuvSf9t`*K3wcL4+mb%=o
z5ts8??0Qv;Tz{isw|{BAJFCqM-2TId*nB;h`^{Wp?hWDc9>hI9{MpOryYXe0vz4~F
zOxGqiAFXGfmbD&<T0J96D`ymG#mq`An^~`=o^2ZO?ABt>K`rze(E_h^n(w_+^Slph
z(EF?gd>&Q5&o4E{=b!5JW!0O3&kfLH-VNY#6iFFGv)(=m`w`g2pRM?^312pN@tcoc
z_FCmLQ_FpWwZt!0i~ZBI&_7oT0!lSMphiQ1%^D2s)ZD;+4FoMzU(hP`25nPM@IlQE
zKBLayE9wY-MYBRaQCkQ*AO-(~pfSD0CFR+8rV?;Gj{L`>ec%tvr?nbiRs@-AX`rnZ
z1-ofMh`)x=Vg|#KG&d|u{o#e`3$IXbM7??<+SMJ=tFFlT>WEyfS=@wci`=i4$Wx}~
z$OlbLQ7@VrqW)&8kNVM6AIXkT1`*@Dj=d*SXa~tW-^{dQM<VtUnB&F}cTz5kD3|#W
ztUZXFt^xLnnG+qVo|rgw$E2$(Hcy?grRs>QQF~mA+Tv!bC2mm7@k`Vgzd`l!drfum
zCrmZ*mrT|1&zq{^KQvXw{{UmAO7xfO#EzL>!QP|k)I%E6PS~7Etb<P@_%ck{%%fcT
z<1Ex0@1WTUGu4?Gq*;m4YEMd0Yf`pal8e-wT&2e3Mm3~#s4k^nwJD2LowCkUnX=nd
zk#gKrmU6*Vn)0lvB;|cmamx3mVzig*B#oI$;05em&Y~@5qJhEs4A$4;(*k^%OS#N}
z*~ydD!S8#wrMjyn)nCnN5o%0NR6}}(>M{ycn^CTsjCxgPw5u|6j><C^s4R1hsU&l!
zsVMW9sW9_CQ-0>tro7C*n({KfgE3QH`Z)P%W2R@Zc`=u`JBNCJHQB_R_%w(=y_8EQ
zv}LgNAY+;uGhI}l<)hl{P}O9|sVXN;l{vYp$SGBMZjDNFTU3(UqoUmTD$HGF%Fo?y
z%FR7u%E`Ugl$HCGDKq!a@U1B`XUvqDJ!Z->$Qm>K44dck=?}04R^(9!(1$;r_|eMu
zg!ih;wN`bWlPdE)RgoX0vVv%p79^{rFk8iiMJg(+QbA#p@(a6^TQpBOMaxZDMO#f7
zMTbmjMdwVZMb}IzMSn7-6n<k$DHt=Q<d2zB4f5DS3cGg~(H08nhp-d|fn^P9rF<Ir
zzJ~V|MHVV6wpU59hl)!4Rag?Cg3<)#mu4upv_Ls!<;pH=P*z!oGRo#Et!$}M%Ql;m
z%MO|n%g&k-%APRAm%U?(FZ~+EOz|aSri9{g9xX-(Dy1!ypv8f)2B#l7_`Dw9s(4+-
z_r+zCRZwoLyb4$4RQf2plHb6nidAM+sxqo_l~!G%)aqKLRJSRqx=)GKixpqJL9x{b
zOfl7WnWCy6H$_(e-V|B&l_|1v%oJ5|gYq%cL*<MMume`YeCUBzsD{!?VvZ{Aeb?~(
zMXj~c*}piA=cH2V1C?AKsib=LfN026LPMeA8>$rB(5#ro9z``SRAl3*!W;J~wDC@b
zG(M`}#y1t*@TG$5d2+gL%oI`!HDjiW)x`d=8J1#eE_8yS0aetn?!A_{tDgIwP3RBJ
z=nrTyaV>6&We?++)=)*a#wxNcRS|8u3U4b@SX+Za+dCE9KBS=b)e308MSkt4<lBBl
zKJCAjPuu76Y2~h63p9_(uZdqvB>nw$j7zW(=0F?N@p(xDF$cEOT8aJIiT^t%D!j`^
zp<PZ2nLR_nv;7q`J3@io2@2@Wkbiffe7mdV)6*vJo&kCGtkBG!9rEb8L+(A7<=XR_
z+`9iI_bz6vova)-=wOGuX0A)vG1dYN!E9)TDn2j7cE&99hfZRzZeou)tid0cD(|_r
z@|x=`&$(Wj$(}JY2BYLLm@N0f9JwLrxz1xBig~@7K5s;h^R~!g-ci}lyC}PPFUxN5
zQ`rxU$)W!See4)W{x-vsHrgW0f_f;$c1{<uXAkjzAMy8G><_UI=K_<Q7hB3{#7>SQ
zE^-+0mi>}o*)55IRIy={rY)(F&5{mTFPSf^CF^Cm<e)5;oY$0*XEk-?Ls=~TL6!?y
zNo{~8vu`#U47L_P541ofpXK*b2mMm)JnRo+e-Y21EM*PC3Sz+36J)*4N|x*FWwFjx
zQ`h-u%DNCuS{J8@>oPTAU8&60HOaIN=hyKE>u!NN>3CNe1mA_Pxgd^F_~UHnwB;~J
zId?%FuZsuJAINk3LgN1=*e978t62juN({J>7<>zBFt)P>WBW8jO-DMFJNP23aS`6h
zg=S|i(6EigPCH3t=N7n~b1rlK8!Srv9I(H2oDJAoOkVq;h1V72IcG6_U>WiMD&lYK
z&e+5=Fx#-dix_+l8o++BsB99VrWM#S$U1S+^`L|K0T<dM$xsM1>LV29ku`8D-`&f3
zFLM4r0s9BXSvA7gjLj~nrK}59(ht|s2e2D}-5I;lf3RtD8!`A1^cS+DlW+=7<Hu?I
zID;Q|Q69!ku(SAaPb8$Hk(2=q>l_t%&vrNsPjJrr49?#HKCmWb8F}r8=C!oL4fKPp
zv_b3!VwWY#a>S+$HYcCK<~=}GnB;SzgG=zh1TMT5OvG$hXX1c9;?86MKOT>UEU00k
zPUE^tSv*dHk3RsvhR@MX@BxOY-wvv)dM9JSUd91V3pvgj2wZkLi~e&T&)^ug9)d^U
zDqMq~!Bg-wJZnN1nT$?hjV5A;9^%US5d3&87QG^m2`iob_4zzML&3g&2Kb|2eE{D8
zJ6lq}jZ{_fQR;y5jliz={j|T!<o{9hCyMU6t!Ftt53j&4;5B$1eg(gQH{thYXcSY?
zLZ+cnI1@DB$A<|7Z(Mx-*1?VB<!BWc`<O!f_*FELkKikH+`)K+YdMs0+=H}%$9N8i
zeA+xi+k1|5Uk1abVe2h;8~z0E!e8J$AWH<`<66i+IsR)RItXR*?R0bye*#I`=#P~I
zm3^=QDCn^(K!(QNBhs=1Lw7JRUQY+(8IVXwg+izSLw_)yMVSYSVI_>h7TATlaDbTg
z2yx>nw1RU)`VSGiKSPB1d$fsvp@RHp|Bb)#`dxSnjQuFawGT^<h6Z6A4L@c;2qZu@
zltBY_jAv2ipnVLH{s?KWB<)e6NPd?D{ozyAKm3Cz@Dt)p<5`ry5g~s_A->P6_xQ`d
zlFCi(<yX9Z6<&mK-NRV-z_S-Jj)op%tc&p@Us3#JD)tJ{BC4>_O!}Rq-$&Z>se%#G
zUP-#6<ZCPO`YlAZ2g&&zG>>~|CYPzgXVDD)MDzLLy3JQe+2A?&85qxmjL8hBmK!jV
zW7C1sn@OHRuosWLEbNq^Mbw~0v=Ezjp{MlGB!@_QF=?-)*^H8>tu)&`Xa$F<g;O-;
z`{_bgvGY15@(*;0ABp3~uJZ`T%Ww&9+BS~g!ap^Uva=yiF4UJVwj#(!GQQ`ctCW#`
z9o?~&JamzE9~Op4dokU1B}&73TETWSiT$K~j3MMKar;9IDbLeF-s9ajXcGUu2II_6
zeE1Uke}_N9>$Hs*iTj_SU0g$#x{4O_7{42Ig*tf<{oxY&!~OViAAX$2k9+XrEPmXD
zA7{`(PSZwDqCA|SERNGIj*-d{a&(B&y$zcNhkk;Qf5ZNV3^PVIe+izVT|7!zT&9m)
zM2oo>E#@BD=iO+9chXNzp+B6!kK_1p3_p(I$6?yXA#{*~tOvQ3Ho70RWAAk}<QyJ7
zih}qHO6X(Mq90)VmxgX0znw(aX2|~yL+!I1A7O~OWM&M>Q?Y4Fp4@0*{@9AbPBMAO
z#zrwVs<6>OD{P}j%*Mt5D$oMbUrwu7j~cU!l_`fQmAhyu53!o+MXfP?sMTiQYL)qz
zR!#U1|HAekx$Hd$4>@vqVW>UDXLoQ3IA(4|-W=%pGqu+gtleg@+F_oiZ4+{}Wn!r|
zPpa0&NsZbtd6q^e_h{Xed0I1NM60K))yk>cwS4MrT4r&lmRMZYV#^n_$m#<vu>KCX
zM*M`27|LFs$)#fk_POjGcjJ=EXM4H)?6EP|EfzM~Zt1KoR=(P39j;O91g*8n&}y3k
zt+FZCifOf4Zrh@zwq06c+pop83$@U0l@{1-)qJ~KHP7y}2JIizfc*>Vclc0q9DY!*
zBRfGGIE?cr>_6{E`NK(HrUl+iH#~{CxcqHo$lqW;MeFSBwc37$RyYP}sbjQ8oKm!C
zdbSo$FVe7crRF;~Xr6Ps23>kI;4-9s*JYaHx=}r@d)4iBLS5Vd=ydzJX1Twoc8~AW
z=7Iiz7ITx|GMqmd!eu#_DF*Bc!Zx3+@geTRm*wv053bX+$jwE=9=;ly5w5`*@fw(!
zuKt-k|KM4wUe6kJdo^peSC_iH2GrrbSnb~H)aJcgEk3ua+2=kr`aGou-#@F~_gmGW
z!_@iwhhKzp$&X+v0{dZe__+456kiqvFu$Q}hP<sb*T+eHzMks!3s$#Zv}XG!t1}>5
z9RWpZ52#dIV1rr%+tnO6M@>Ns)DW~<bwN8+8+=67!RJ*Kd`*?Xe^f>A*D6Pcxegjk
z1-uwVJ;ZQp33kC~G_ek!Ex?yS{OhM|<^)YucaR;Ljt6><zuH10)Eb(g=CE`%@tjg4
z&neZ1*QzeORkh*Ws*aeis)&`Uh}fpG$U`cPyhp{6S5*}GHhiT*G?+p(n8I*&>4u-j
z(GTO9=D}821&jD>5P#-G5^qp89sH(K8_y@TM7pRc%0~@Rp{kFLRc&;NYGQI!9aF5T
zm?~AoHmN+eOQo@cDv4dDqPWc}j610OxVx1b_n30x-h?lJCqrW)W*p<T(^)tGEEm@@
z7)r!GQ;#mDLGAd`9Al=&SZmeAIjJVzQ`PZ7s!WJdMM9Fw5;IkrSfG-`3Kb_cs4%HR
z1xW+SOIo7bq>ai>KA^1RGs;MQRO!iYC@uMOr6uueZHYHXKsQgNEx;aF2a92DilMz=
zA77gArH*5DlBFt>9aNs|q0$t8m868LC^cS%JS$a@mZ$u*Qst%9DkrT?+39`COkb>w
z^z}+h-=~!HJC&UNu#(b$rNs1qD>02HbyIJUGNy;q8ILmPkFXksVGf_of+qZ_#h*%!
zWoc7XoNlMW3|AFo`Y10mM7fzU%E?Mmc2>5svWk_FU9I%&7NuqPC?$J=lCsw+F?)~V
zb51EP=OM-9yr!7!&lHn2rdWeap4iP8(*s%PK(G~-XQP3^Y+koQT_*7cl<>MBd!q7k
zY?PBbU0J!F%FGK?MqZ@S@)DJrpP`ie0ww2HD5;=H2?etiUoc;>1*;WZuv<|DClpa|
zS>Xk*!lw$)=Skf>$Q|dtT*3|52qVxB9nc6>Py~7T#Qy~*WfWQ|t;j(sMIK5n_ES=E
zm=cQP6kn36xRPAOmXs-`q+U^_9f~X+RCwu1g_Z79Na=9}l|G=r(wE^M3M}C+Q85&;
zgM1<TS`}~$8rH!A=!I6OgR(;G7ZLZBFy}5M{w|xUc(j<<3KzvxcqzIvNKuthimXgh
zL}ix3s)`g^RiluqHU;tUNMO}6`B!a|U)3@BRB;8adQo0gAIrOv8EXZUqd~x_V#Wnn
z3G=Yk1x;XRK*iY2D#LySv1b+WKl{~$qs4@=E+(YT13kr0LG@t@tdCVdeVY6culyP+
z<bxLD-Oww~h7rwd*es8R!*Xx9Pp%Em0Z-|o!?@Q$E&4+ZPluOtZ2)5}P(QRo9h74?
zpXqp7HE~ZZ_Unnio0$8zOqFk|En14RyxTnG)fOnvwg}B=OO!`@mfYJ*<kns<7uLl%
zw=a+r4>CBmACyD;dD*o;10Tx1^+!3N!x%U=^K2_NMqvT;Kr>VW%dV7-ZMwW-nz7$X
z{5y;ItIHfM#Y!$cc5?1<)$|^3IrRj~u{T-{y(zNq&68bkm27+4HLZ70Hofda(YsGp
zy?4o?=LvXMmfhdVYBqQ8&|?gClfRWP2p!M>6_D3R8DKlEjrhNV{LjXIFY!-5YY+w}
z%67<FHuLReJ>N}M^L-#xmh<CeF+W37=9g&l{6<Zh->V7pm&$DZ4hFsx@GuqrCVVc_
zAhYSY+)0GZE%XPN18vx>g(6;Owo?b4#D3k_Cp_|;i~S+&FC+#VVGYJI3r$>RE7LM3
z23IB?%eeS24+jRc<#eXyG@#`a-11@A1V=dM5*MRiQ1PF^7>37LOCIOLY))^6a$e_<
z=VbC6MV<raVSfS7pp38vVHq*-D)xh1%Q}G3DTv$FV8<lGna({E0=VfB1q^DN=un#|
z%uOV+X*C?+`}3Up9DnmM{756f2Uv!!fgb9C{MK+RB+qGsv_aetS}b{C*M%hP)}g;_
zBnI9p^c2`-4pX_|VuQenAA9g)FMjL`WD>wdW`8Eou=kUx{Uo%1C*PfhCphnY&i|gj
z!v|Q1y*ZR~6US1@I+L=FTT1*-e!WJ~pEjevY)60DO$@vb+Xvw=P_#OVAIB(<+bNGb
z@Z-dECS&+<Itb#qA(035Fu?m!ILc)8GUvPnUvWM@z<g|WETS(gp&hPZ99l~o+(i6O
zUb!tM+gsU(1AC_9*gOem;4It&=YZnXeUrEmWQi_f%VflfMbY^2P%tDz3EBva>k4IY
z<rd%%A9^0$<R6@e4=`sX<MJB%;s)w~a*pIQU+lWzvh4}<AH$|$>wdTd55XhwC_DyN
zf#TIQGXfLJ<QeMb=Z<J0`0-*G0ZTgiK^4q_b#M&$<CouoFM%C4w{Tsgs<J8PSjspM
zyY6>U|Mz0wuz3XxTTjB%Ko$rU#)F|(IKB$6!RzpA_{~Jtm{_qc#GV_s`0<wr^pG5M
z3fkxUG_ntN0cG+2bMPUrzfuEvF2c1GnoAh@^~A2j!_>c#H^U~UUJt&0!O^hsCj1`W
zhCjl)@E3RwNb<TCLNV(z3l{OyM!xYRkd0xVkRonscc6(-@IM@ai|_)xr}0?dcm~7j
z#_OBUfZWs{a`?O)8leOFU_Ok1p@Xa^dfUn!{oQCEw-PtsPTYPM@#96J{U^{2eo2)1
z3Hrp3Xb0naaTq$p{{v$U#LF<QeN5sw0j7Yl2IJ;>lxSY3Lm??tqeV1hqYG`NpY-RG
z{s`%>B<=OY>szsO3vu&ptQ|OkHgOKk;|fLeJVo_a6o_xGul+FAfBXiF^%u{8u?}K<
z-NjA)!O%gBGI1ntUgRs3JSAW&8#|@gs3ZMW(w|ML{j86ePue5s9xJJy^+eX&NPjO?
zc9`6sCd$2lX7B{|-at3_3~!i2-@sUV@h}(~#28igQ@*AwKBFu?Cf5CsSob|*-9Mwn
z{DE}`zokxoMZEnQe!PMoFHtWq5cfYv-2W_oJdGdY`(f;-yWCDwK1&z6!oL@>^#QuU
zcdR8C*FB6i80X<E+_e8AzWfW`N0<2nW$^}O@e6rUUm@6u!~YCDMV&mM3N)2^(rzW~
zF4Dfa4r4L7UWq2LfwXrrd>kbGleCQc(F?Aj7rf28FQ}#Q^%utRI2;4R2S!cmbG(Tg
zUF<o^;u>Yas!QznVkd&3A(7OwNWX~mD@nVav|B0hPST!3+Ve<rF=?(sk1(SCTWA?a
zuX}O;kN44u_fngCuz1T)Fy0&XKLw+!y#&TEaD}qCKtDN0+<zBZ%xTueoK!S6Qb;w2
z^ovQql3q}cF3?K)ouuDK+C%h?C6vNi^p5Scj)SNnr_mxF&_+sfJvBQ@t6qoQ(Vy^z
z8Tp^eu*MMg$Yh3HE&+Gr$4N~lPt&mHOiJEp9wFo*78_~U$i+f2J)sI4_2jx08(rAw
zC+!7zu!2=7n<$aJygH65avwV#U&Fh1D5)=CT;aTV{F^nBvMoa)oP#?UY7a5=ADG1D
z4UKLWdgXT7=N7cWjnv6{`pG)l#v0{er<4{@jh#j<<JqmHXs9F9$zszIEi{d4*lf4v
zn;q3W^Ya=szp8-=Z>oRNztlgOQRXN7iJ|>jF1r`t4la8Kxa90)nB9Uuo2<;xS*$f`
z?x@uhXKKadAT65`r6p66w0LTk7ER?D42v=iThwaEvRU&iyENBwKm%5b)MvF;bF6l%
zhu;sHZGBE%)>qYO{g!6ge6DtzvH#*X9^)F!8HV<QGq}yd`}J<bzWB7<0oc2Dne{X+
zwsFw{erId`G=BTRHdb?OQ#D|lqdvQ0&9SRgk6nYh?c3F5KS!PR!<uEkN^K6?)ar0Z
z%?@YP==iuA9Dl2Nr_WXAg!XU~N5)DYE{Aa3m+1(s=k*G2;!b=Tc4v--FGCLK4~~xN
zbDF8%>4ECzH?6yz6V>U=^A9dO|KL)pHrE=pxVEU-b+#Ja=BdGLnd;m&tH%9SRlA>2
zB^!cOxWBG)kAJBQ9mb&C06pf}0Hy$e#9FX5i2QRjw2ygy%=PhQ4!-obPtk05J9Y58
z+U+xZ)jBg&Ei>8sz%xaSp4n>fDpH+SrE0wzRqfrOD(?YRc#o*udxJ`S_NmzCw2FKl
zQlZZ;RN(um@_pGE8y%*=z#F|dglS1AQ!LoP<$fv0AwHWE%p4P6I`F04XM$S2ZPes5
z9X-cWb$&sr^<(b?|3p>!XQ(nDUljpmDhsGnX<(a*(PD}M7pfp|o$`bBC^zV&vV$H}
zR?sWT4EhJKDiX2+$9W{2=@ggvU6E)|un_ur-^J(c_|rn!G*UKofmW&sazNAZK+o}4
zc}SQ_L*i5tnyTW^92JEXt01ge`C%=}3+qu%_^`6V*C;c5x6;G!P+IsUrG&o-9|Nl*
z4Z_BGFp4Q*G`IS=#IJxM=mCCyMNRlaC?_7bP-Xa3m4(}>B*GP4#|J$pL<LdN%8yD?
zZd9gnq6?KBU8$_-MrA~IDLrOLsWGdR9J5nNF}Eur=Az<b81-ZR2CRyVzCjdg_+n`b
zarDD@ru@JXesuyrL!&yrtHQ@J{3(u}q{5hK%8#9{+*nWaoIqv8MJO{qK^gJsN{`P|
zT0)sp66%$l(4j;Y=qDsBS6t$D#Uvh8bmIMrOneSLQe?u9ii#f_CvHsV5}0<wXd-Pf
ziFN>n{?Y(dd|rw#h4_@0V6N;$Yh@-mDkI4QO~+5E$ze)Kj#Y9B&p)K(C?Tap@hP>6
zOKn$7YQLgVmnt%KtHM){C@l3pg`_^K;M5NklJW!aq--)fmZJ-u!6w@UXmtwx5W1lS
z4E?1X3iv*UV`eII-ZV?4q}ieAxT5KJD<LBo9VJS!8HtL?%v5w{p`tRY6p`7Y@T@rs
z%^Fc~)+PmI9a2EndHH8OEx)Yy<(K)r{Lx<m(#JVL+B?!1i_+1dpaUA95{e-Q(lUs<
zGKu}NrzkFa8k){@Md!>^WUfD2O1Q#v;}n*crqH}Rh2)hhD6dI@`Q7r*Unt-F4f4r9
zD6jl`<eC37&CL6&JoCPjXD+LDbH?PI%?|mbznSz$vRH=$ZBPqkPyiX(#NN5YJ^93b
z1?CDbv{q=5y+VrI6kOzko)WCU;%NC7C(ExmTfQYcgMk*~RnjHTl3~p#Sts|B{c<b0
zTP`I}%DLoSxfK78T+v|M3dcE^LtB6a*y)BQFf<?@y;4pd`Uke-3$b5J{9j7^TRv5O
z73dEY)6r9A$g9#{o|R#mSsAYx6rM*_q1>vf<yzG)=c++XuUaj~sy%Yx2Buxr<M2n>
zRemG;3iJmw7)RKHja3E2{?LJ~dMJkipn8=^m=s-x{R-??5&zYi%Y)x>a%-?dQ*n`V
zgO{c^1j?x)N{$W5a$q5oePg-o8k=R?*sp1gD`eBSOV*7iW!d<!EE|3UU&yMSnQI-h
zdbF5r<Zmf<`k)n9-Xn@rxsZzOSZp)&h#?Sthxn(Nd(dr@WjD)OwzC|-O*XT9AVk))
zVr7M>XgRA$7PIO!W!7v>p0!vL38c(t9h2Ft2V~a%D*RLCZOr6b*@FVsV`Bl#hDNA>
zLddA34PrY2+kuVPZ^3>$_B)9IyUk@a$5K=JY&EIRNfY}#G@;K=W_{r@_0g&OsN6mh
z>1%@_7^Tx6g!>TPUVx7o2)_qrlHEipHS~vC#srSWvtXr=!~5iV+CUTWe=GJocm`rN
zYXEw&-;V|`XhLIQ@-=J&_TWNBJRy+5o<VIPoo!(eP;d+9zzW#I_h&ixY50(V03U|%
z0TyGYmwdKBHGfjTF^xROkmryto<ZrsK6V}Fp}!0hgD*k@SSmX6M6hIl$B&f`G%8mH
z880q6T<q2`z^=&x%3{qd;E&d9<NH(aIOqO_zxf~j79W<grWISA6j>vb@;a-7e$Y)D
z>?8gj#6EU;WLY-L&|g-ezpTan2H0p~fS*Li#*Z!2xZvQ&cKq1k%|t8|61fo4(07ut
zodYlmM{cY~d5iPE{@?W|{n(@Fs2cJpYb1AZ`$2x#bz6@8HRwO<(O))WcRTEcy|DiV
zw^AMlEtrH-9*3!yqtweW{J5P9@9{LCVc$;1Zl~~$?Sp$c=Oy?I9ffi@%snk^HbOCF
zoxYGZz^VSLX@A(Y-%8!@`icHRHkc-lYaypNo`y4UmkC{DGLvE}CPa2<75H({2WT4?
zvw?<vkwU#dMlSG&7p`&62TbC>2lNN*R*ujPS5OD*XoH+K1G^67)9Nt$a2PfXTX(~G
zxB!>n0k{kg!Nc$<JU#(Egfh8ii*De|WZ4h6;QhQ9Xcx~>q0b$Fi|{MH`!}$nfIJs&
zK!2dggzaGrx{daSUF$ose~xqwn-9Vxa20+A&)ncSj?cr3@G|@YehI&x!lHTV=55O3
zoj`Po6xMB25y<qzCbSXC;?GaQUwHq8Dt6Ki$#V?l?9W#&_t5@ubK(`!q6uHO`E!nj
zo!0>OuiupZEyuUu_wWw<2}tsPwUCc#C!gZS7p~mQrj33@oqXMdCb9@kWG~Pzz9Hdn
zjAvntbr**2U_Ad}=pgps1_2NQ8BheqT96i)4FfO?OVA}&5ihPMqTWUnw+F4@5c<bS
z^n&xO&3J@3@+DRsd_bi69kKk_bqo!{&_4_<z|bJZwU3+e|3uy!`hydALl`7ME_y^6
zHtMj^Mzq#V`U7YL!^Fx<NPiXD#|E^C?dS#jD2k&L$r-&%!+A$fQB;4R$i6^37+-s0
ztigC13=P6q2SM-nKUiST4twtCErI-H47Sp+Q-F;M(r-YIF!luPCgpzCWXvb+5p<7L
z$YL945<Ac)4p4Q+$>%*px{qM*RXq8ah;#helP5Vo1cnB2FZ|R8MlSL<kv!Sxebybk
zOIf^w7V|bS<{PX#c#S%FnRxpJ{P;P3JVTuO6!G>o;_WAhWFIH`d=x((CMtf2$oxT6
zhfC;E7x3bKQZsgqHFS@2a5tQS6L8Z9MlJF={s@+_27{H3=n(GM@uyivVk3$4v(W{L
zNV}4>>q-0OI*d8wcpjREu?}Muy2K{ZzlHRVQW|H8-yh}G>qxuC4zlCxFN}2<x59of
zeE169gI|Nu-L6s=S15~1w2S-XiSNPKh#~zHhKd|oTrq1RDp7mtNxOw~JIVDNG=h25
z!U*ZEVJO{-7YB&jPf;qDsG;X*wIA^5cf{~x9LF(Ue}m2U!RXrb*z3cNF%;cNS)8CO
zj-kaIL5n#=`#gvyw4b)Imo|C}e(b`J9kkQ!_^}l~w&2Gm+Q&wefc5-a$H2ap6jqaq
zRg~mPYSq|XcR6-{%0IC8D>L#A_nF3r#AAGR8)dPNKC&BKYA0IEHu~xo^oLEfjSc99
zqxi8FKi1&KYRY3J^|FHYv5fwL`ao%{W+$6%yt<9va~GaHOsjc~lKLl4nT`Dyf3jrQ
zW0=1HcfbMO@0!dd4WBkMW~@h-T89?1T3*-*!v83=jwEbkQ2Tk<C_#Ct!bSr&+Ofet
z5WMQgn?5}5rQ~|3k8WB~7h^>yLT)D`N+*8Y<aLJjhwaF}J@#Q6uSchGnYZThKGme<
z=9c8k4tqR*L7mJup+A_=AIy?9V4kHu^8(G8P^R7qtbv%w8i<Kq>YO-N9g{}XK54z$
zCht+p<P&P1d`XRypI5`w57l7to$4)k_5vE<c_%JmTwabawC{j*yk0t;X%EwZ`S>?v
zJyApKXFPW*`h&#`^;!g|+cHA4t>V>bm8K4>9L=&WQk!+9TCE$@Y&}a&HvMX_S*&`S
zQPtY)QMJtpRoOhC3Y!;IZu@um0ni?9@PzyL^3VM<#%~8L<2dX=-08;j4}W?b!4~~t
znyor)UDR&ttya5Wwb(_g$v#Pq_8Drh&sUv&nQ9$sRqfEKDu-TGIP(01;~JGZ?ou%e
zK?|KOsKDtt<vV?({OLae8U$L5!4*&1fj3heAIcvVLO<_k^LYpUwBbvuvzc0)tkpQ(
zQT5YjsLt76H7?<*c8OD^OR6edb5!nHq*AvkmAEyjh{<Q6+mQ0zS1Ol>p>y1iD$D&o
zWx7A343GDf?(scGu0&`s1{Zyq%J?xI^XIl(0Qw7b^SYhSn(?OrU+VCs*27ZO9`>r3
z;imE#J}R9Vtdg10D)vlNp=X8)yz-UrRjypGdgXX^D9d}UGQF26-FvH2y;)i1eO^gE
zPbtyoukamkB|?KSIFHR+1JR*^(V(CYI-n^C+k97zk343eGM~vR@v%kIaaN(Pr}F&*
zl;_9Z2YzwN_D@xof37n9OOzf^tF(YNr3CaTIbewr12-u?@HWK-GRg&BQ*_{;;akN7
za8-s_fA%iI-kuPqy<xNi=n1FnIo5N@uj2DEd?~?~!oUg23$#{FkR!T|hcbhGl@T1O
z^xzn!g(NFABumL5MM?^-QbK5p;zN5C8@fo*p&JwxcB>-7&MGYI35ACJk>fWC3*{-*
zka137Zzp!yLXl^Wm}7&Xzf|+S42t+ZAAhnTGt5%yVRlLlcU4M+w~`}*lo%1IgvbQN
zM`kE4GGDQg6^bS>iHho0MAQO>MU5&XYQKV`?owdX;|hrS1AMJO*5w2lMDUAn*x4FI
ze~hLr#?TI+9x8ZW1bKXyg->Z5Q=+FTG1?YgXF9shOvT3fD<(Ef(Xp|Lic3{w9M3<*
z@%%$vgF@oF6dXTaf$?kQAHP?=@psB6{xNyS|4!a<>=KUt;u{O-LWi-lF?M_{P;VTu
z4pUIJ`nayY<nulYQuscRV_f_s#qfLDQT&cmWTLww5`7e&6s*vsXoV#4JDkZ`3Q8_k
zKyt18lRM;_JWt*!jIb%UXlBZ3d89ld_vGKoBl%0sKz}iq$=aL)q;2enGd~e64jQ2X
ziXaElAU=utW-|93Q_RqGEER$l6U?49LFt}oDFO0NkC0z_ynHj#<-@a5UKv&L%xKe$
z%mKM)u8>>iF1ci$)bz|Na?1F%re}OEXEYd>v~h01#!76=#m20ZaSf=HV?Ja;GQ^}2
z_hhjDLKg8iT8v+gjeK$(<(=a$uUua=l@QI$jgd!girn*Z<(5}2m%L^<=k>`cZ<!qO
zcE~>O4%y{hmTlhavd#Us>~fg7f&)6t_Eg#eHs+*L4^Ra~a9so9n1Jm_Y=`79@6IFs
zMT?nHWF_}v^oL?+G?kfhE)LN2;s`mFB*?KOOAd$!b|nq6E$Pv;k`dXIY?XD%F<F&d
zl10hOvMl~YR_HL+=r9Hwv9U0daS=NWP!9Q!3CY=%0k%W)$$ugCi+KjVlr`uTlhIXd
zWMAcguHq_Ne$Q!IRj_QTqGeshJ`~jjvScBLMRkX!Ru5}()p|{=x=rR)_sXp5Ihj{}
z1m9^QTFfMLm^IiK%%wk&#~LVsT;8+nO7Yl^z;<8>_RFwe$vyCDV!%3cv=s|kHrdLe
z$w^b1JT$q<Pm`L$G?7JJ=1o~LHSq^cEieECQce44Y-iyqGW$M!O9vdg&Qfg5f#xE{
zLym=z1xdV*!gg>u@qZQeYsr5-_n@1I!CK8Ub=Fi(=&)f><$~YA1-Fwyy)zK##GO=d
zCy8{{K{qUgot$?XuEJkveE86g4=_yGcHwe87|(*`fuRA#R8R-x*_UKI8nNGseL_a-
zPBZ|LHJdY;f!zwGF|cr<A8@5%bFrJtz&n@DHkZnrO9tk)!!T@y<DB;}=f4AA^SAgg
zhlmL~ZRE2CN+|10j{Iz#!W)SHn~8r(Vmfwhdx(Mi&;aI&jts-*=qgiaOx6r8wup<4
zh|TUaa9=KdVL)eFS^y-pv>(>OA<lV#bKl_N^d;cKB6bnrlqSl!iu~qrOs1?O$#Xyl
z_Q|gkc5UaOzbrrlSd8tZuo9?Zt;UbF_`&l*T8|$a@M9BxZ1&?q90}<_S!^b;%}Zbp
z-=AYpe2H`a#oyq=D0k7Z*Fe)L=9o@d$8^yK=kN^FAoj6q!=FxF!5R#*!Q_&3U>od!
zov_=4*gOec#FCpJ)0hzA$3gr!#D(rq9MHHAk<r`8$iXc@o4EC9&igw$3O)c!sZ<F$
zlyw44ID~Tc9Kk+zZPxJ&%qHw?hg)Dj+y;l?C>#T-m>_^PCX~sYl*wJx%~{&VIS=%T
zAV>xp*?EkdqX6$Y0#`VPHgWcw>(Asg^fM;mVhVYVpqzcy(EqS&Lp~?(C2hl|Vb8F0
zC!B@za4*~s7lA6i9+;4{9-WA0K;1k^e|ZW&o(hL7G=zE}gV!j$Yxe;4@#LpyCO@iz
zJZF*T81n4Dl{HZ0*Y+UxZzny9?YhnTI9>w7#$)gVJPAJoidE0T^Y9|P48JgAT?lpa
zTl{#_oBd3wledalAJU0lu^PzK+a&h(@8I7m*uYpoS%;G68I-a8N!p*0*9-6v7&foL
zGho<w1zv++!mr^s@Fx5oC|>;u{sJGs-!0HVsF%<D38qunGnG#G#UNnt%e#O~d}*i=
zlfc+}!q6Tp!B~Ug3_cJJ$&d%eT9A5ZhaQ*<3(yIc5<#v;E7(X>y@N>3*puTJdcoa9
zRF{ePe}4Tbln*)M1OCF;hvN-+0e%LC1~G=a|G|vch98C&GXsJk7BYy83W-fC(IXmJ
zqtH(J-Dna6=mf*W>q|&~HF5JsieM*2aS(0d1lq*CXcJc{uHR5>|0bp#fBwaI2IX-u
zG>HHE49K`Ilkj*N`Ee#cKG+LK%Sl9E$s+w?(yt<NZDc)5J1KV~PxX`jd{mAlG=<ev
z*CrzD-BjISJ%twYBr)Dq8p~sN`Y5Gl=q|?kkNd$`e{m=LrwphX%H(62$d45|iv#)a
zpxgqm6NQZw($Aq}OGumFBq6@MiVpG^QRE{;mRE=|FB646fFBnbMD8a#KaV=VFOpCz
zSBZLmkG(Ii+dPd`V=s)Oa0m<^egt~S_2%?C#}`<4@HA!d1ZDA<ys#01jabSpm9%py
z;bPLRByINNB<{acokX?9I*cKPixDiZA^mNX#I1Dg)BJBd9rF@#{KxR0eK2<MdIx-u
z%};<{g6(lRkh=`nv7)T(vEfeoemaT%aEIb)ZE2*POWMVxT}j$?<hTVzu7etwLu(jf
zNLz{rqi6-jb0A023eGdcUgMK@VSEk7I&2%P1xD@bGNaM;E(4<n_KYQYlWAEt*l@ze
zOoqt-Y((I90(uAgVB*In{Mdj_wjMv$v2JNC<*}N2SxGxx!T-zfVhNs(P*RI1$wjoB
zg;-pG-J2}r^`Ei#b1;UW)4-LD@-i+3W~9JxZxZ*f=NYAS=woZpgjUlwR?tS5<Hu6`
z7{QOl_^}8-7Em6;=$AwE+d;mWORoFzzK<H}rIqy3HhXBBJ+#ekY#SK8{Ff8aA103v
z^|wyp(!lEt=3EZ(V-;h^GRk5J?Q;=z!kt2FgkmEGt%E%v=(DV>#|CR4sFz;aX*d04
zHm^E4vx5}cshKuPwUzp4W<+Qv*G=^DCTtrtgQ3Bk=Q3kR|Jz{=Eam+|hPdHL=nv>p
zgN$1PXoY>$NiTKMO@Hm8jdn7Ab)XrxD<3<h*kKI>sW#z7BVN{1TD6pB4Xvk|)>TFS
zs5HH;3NtinbDq7J0308+<&wv+ehWkDIv9a@yysSxdhw^*(p=q>tkgBZPP5Ei)iweB
zVPcS)Cq=4hQoI@_r>cH(j_M{Csdh@Gs;4xlYHEinrVgll>Qa?j&}uAhRguNrDztc9
z1r~29-|}<iTcJJN;F2TlZ#waw3%7M#$v4MdXQq67)`mYk)~*(tNouh|f3QM-u<}r?
zwV!INLsexRtxB6D^py;i+vKa1XM{>@>QyvtmI|l!D}Nf#KiF<kHW$Gx+q;!vdsXSS
ze^9#JSHMa<beIe{hu!^5Io5kHt(rmpp@Y}Wd{)nQwfItlFEw@+s<O3Jg`JDa?7UQB
zAE;vc2o*WRsn8)+`3^bCb0}7>V~w&MTb0QTxD2O7N^@GT6sP@4ayp|#r^giU^p@hM
zf2jm?7=uJ~m^-n@cKurAMHz6JoeeEe=gItz&&%<p3|~s8Pg3!88x=Y`Dc{*cc`km+
zaS2hjOSH1sJ2%rcQ|Yb+N^`4J3R+CETelM3hZXO>R<Z7T72|$dQLKrHbbmvU9-nh$
z?ZFL>V{4laQ&3-~ynal%p#iFRU&`l2_*OvK<a?MY*TYKLXfc^HT$M4yTWK=`l{zy*
zDW364_DoZvXPy!~%M|C;pjfX?MSBe?(rdNCy>C&N_eq6#Us164>+o;j2~jWBAHWgp
zZ1QJ{8$de<ME`(VDC2!0pXcFE4&{;w>E2V(b!?UFGaX%LrV@Pp74I9WIKLRh`XwvI
zFI!Q5C5rT~Rk;5wh58RF#2;1Df0qLMPsq>zvV8qtgU@))j$wY|+=`u1Yz_xg4<Up>
zPzl`5S6&cvEWRVO7LUIuF<_G718mTB9MN^$6&>WGsGwj)21O}6I8kB2nF<XqRB&*$
zf<oF95HcXYkmd3X*&*+c<MIr7P%}eb1$OA>`6w^&W^K-1?5xJ-yinR=80`Scpa2Z*
zB@L4JJ|1F1%@q}Dg|1_#@GuuN9Z!XX2Pil^TtVS+3XDioKm^Y}L{!Q*qD9{9AM6>q
zR5K#C$s_WZ+#)Z@CGustMEpap=r8W!<LttQu}t1r3)C8k{sG013mJTt3@m$56om6x
zXq1J5(P9FlofHu5A^#X(`Nf2wr$oy;Hd$V=Ir5C<cQ|7k<sQrLaK??uC2otR#~qbp
z>;*Z*z6hW2n!814Fw<F^vz4?*NV_+hSO+R%C<Dmibt)u4G=#=--;t@QKU$1$g0;L8
z?B$i{D$hjrfJh8PQ;Cp!Qi9x)GUb|7EN5<*J0;JSWAZ}TCvTEn@?qH~-!Ge_7vN*r
zqQTgr!Pq4b`;-0xY<7`;Js4|n@*o|OAQr;ov7bonm(0CKw3r!aG45%$a!q%VOS%V|
zim#@phoZ5>$}uBN_GmG788x!a=+Lx`VcBG?msQ3=S!SG*MaI*zNPkb3>EFo;9mYD9
z*dH5%3537cs0Kp=%7#>khbTb$lYc7q(}{mGi9fO@$uZYj_PO@5%XI-y^p!wO%Zrpv
zUb3vwVyyBiWSQ5hsd;lXId8Ql<?Ypk+`D9!`=rcs--WL<0Uc&iHuo};7#p$C%+$LA
z@*xA*4oI;Oj_p8fduL%k2m5*414fIPR&0T`G7W9TQI;j{np)zkDJ7wrT*5vSB^jDf
zQY<sH7?t$GGS~^HXl#$cJHX5lEyiF`8hsKQ^%<N3|EmG<8It354ayhWGxD)ti2V}w
z;Vd(gW#v@#6>FJS+fjhdz@S=9CpH>&HJPf$*_vwT<n<!h3de!irs^%g2cAzdm`DEF
zv-t`NA&d9P5X0+`T-rbZ@oy3KONoCfhyh8~vX(U%4U-v6tZ2wwV4Jw0G`o%u@+}N3
zEi~X3Dy^jqT3{Zm=bR((0O$V-zTofi0eZ<_6O=<fu4jOu0kJ)mke@ZPocqsJ*ssMt
zMQhQF2GAx3^$83pQ_)wLY;@trY$q=CTwHn><a_AsJydcJ3H8*$99YHo2jG6reU-oY
zH{e4ju|IZdf$C$gA<BSbB<=@R5`WiVzaIP8wQfg$=|q3&#y&}^-^2xGBHD@tjT%3O
z?9fK0)5&Hq0isS8M)R7=G#1+|=zzrx#=GGx=RME)pE5Aw1GHePiqne9>5m*^t7!wc
z?$v~S@@t1(s~+^1e(VmyFi^cr7tvH;8RfB@@>q!<t0|8)__2<*G0Ffu8V{7kItp+d
zf4puJlf;vpbB%NV#>E;RR&qZHdli&(4#z}JW%;9gaNC9a+F{pnh&2d?&84ss*1#xi
z1d?Q`#stW0d?LEjiirSz?8T4$o)8A9KnC~C1`^nF2p(eM_GfP1eFsFbl(X?H6ifXS
z*+m<qoL%Q(AG;QGDKo?7h8wnaa=Zoh0aeT7e|#cNQybSqD3cS^&FN{Z55bSSy@5Kp
zI~Q%Fk<S(|c_x87?_~n{IzhyjoX?yRyIDQd!2oSwK5I}YU%S=h-^k~7Fl-w34#ROc
z1!v$cplZ2!{U1H#60aYGD^t)yY|tt2;|YIA<OV8@>~Rb|wx0DIr{O91JAAJKswo-w
zLdmn|I{H6lYl&Txk;h|T*t{EX{dy2`nd2ijc%0)C@H2QCehx3d%kT@@>#y+RH?9y0
zS?r@qBYT5}^u~U)3mpFS8}M&stl*k7iVnGrF@Q2=Nw&;Sl7^AT3t-rM6rO}<;CV1?
zT(`sVm+))&E&LANfj_}t;Y0lRn0onyw(*Zx9xNy&u%#?MrE)(z!GjKu!COQaH}!`J
zyf)T?*nqJHV<rSc9AtvA7NiP{$Yd7u5-km)e=H<|Tt?KgmV5V`(F=AH%^gCYI8B6m
zk*Mk^v<c%$lyA@u#?TGM_rWmMU_1tf2Js&sZu(;QVGG9dFuo9htz_)v5V@D2WYmy;
z6Y0-FU+E$Jxo8CoNPj8WUqdl$p*Z$XEJx7{&LSH<jC}MOQTJz5)A$}7hW29EHZ%xh
zEyVxz;X9d;A8YdBfc7zym^=tuG2|na^z(?1OVK2%S<TRduF_8W-K5`76%ErImQr17
zX&zf?Ci~G^PSAAjC)$0QrurV*#1E9r80#6ve~08G$J^ni5A;;>H@*(y53JF7gR=M~
zvF<BqF)tBgK2M!IO`Q8AemssJkKo4@;>!n#@-7kiT_6&?4?X5Qe%wQZd^ZvLoy2&j
z=s+hZi{q5a?bOt<8+MH~7zbc47(RRj9|EoPdXwV{PcyWpIXd9G2fq7bBZ6`>_QFUf
z?L5*hA?-@it|#3VO1_isI|r-tiT0OK3hPP#7XICi3UNOkJxf>r2wj5vHejs5*bE!s
zbL<*T_*F2vnbF0KE^&&oxC1Tb7_sgVd6Ir0=||#wB12R<Y3Gu5F&aSyY1WZuGii1*
zboP<%utphF*U~mt<B_pT$O>|`oSIyQdbb?A2FqXxe1N@I!07V#z#VWK?9l|$Xa7sI
zn60$W&FBxC=qKDUrKA&Sed(m1OZx1EiEg-z2zx1hj8HF&h|(9LN(^(R@pO#wq|RJQ
za{xuFpH?=2-JfD~ZKL}e!`>m-4O@WG3>#BO--h%ZN#BF?eMvc#^rJ~Xky1}5{akuz
z5jHAFzm8I9rPp@zZwLioIVH0dec(1)?>%sh*7F{)4+VbQ#29wYn;44C8JZ_>X*1(8
z$Y+dZ^tcJ6WQ7eo{C391OlsU88)4Xp!A24`(y@_CPc0@*)<DosTX@&R*^PKye_bis
zM~}XfR&2E7H{nYd-v!xNeP(DdC#I5rOD?Nc#C#m*Suj1|^IrVwMwjZMeRj}3+gS_3
z&T-fYq}0Q)6N|-U>|{~``P4=!Y1c54wct$;H8jlXvNg2c-FSF{(s~f3^;P(k6<_1K
zAr*4G54#5$);HQR9e_dTW_X>&XRUnKGSy7Y6D-KnG;BFx#{(<A*b2r@BsCDPa#O0x
zOxY?iD^jsprHafNRbbwweDfjYny*xj`A%h-->yvai^?#6QRx%@uJnoDD}56B1DwI;
zE%wyC1JfHvrd(iX9}Rp~YsWkjU#hGoqODk|a<ZMuCp)Wjil>UF_^W7Ys0yb>t6*x9
z@+{bY(IQ_t7Ujyaq+~2Rlx{hwG|LrAvD%>|tJ{@m#q$qVFTmdvZ~X(HL7>GP$KF;a
zrYO!#&0NSouyk8hyf5eT629kls)}tUtH|0$1=bGAvvyOijkj`af|O;$^A9%h%9xg>
z^l7<DwJlYOZJm;AXDPvUP;s^^6l1$X(YCiM()N<VZC_Hj-6z0R03y+04snU!;L7yR
zoigxX+6&cC#`{7yVlMp2#g`lhGiBRbD$CAR8TQUfv!AI{2Y;nFgeu7)Mu`r|N^s0l
zoMVw<9jg`X*rxxFz4s2w>i8D6hu(Ydy@S$J>{zg3?^v-Q3Wx{_2q=Q0*c)~QY!m@S
zDOMD_Vu>v=CZ=hMrpH91G4A&sNOFGXyx$+6$v^LPoy6<Tex6-sty!~X_N>M1{RCRX
zidGh>!k-tz`SROE-WFBD%i@yow0O#vj6C?jI^<*_Gl40f{1fF!7zlm%-ot_U4ad50
zPG@xKXr(3ElZy$nG8b*F>_i)DR}o_EErP9Eiy)h}BG884e;^kVKrY75c8u_~jS=3q
zDZ<m1C(LZO3Rl}o;bMD1INN^3_6^^;E5a(|q$6{N3x42ANCN$!C*Nh>qmwgp9P|mp
zE^X}9MX0@j2qqU3=wK~cJ2;6}4jv-F(O>xSoRY6&N8#htLwGq25S~t>guByJ;p#L;
zI6EyCPEMPJgVO<F=X4HuJGRsBd}oH>$k>gHxyYR6Mmx9@_AvF5`Il~d?!>+@Xv6Uk
z&I@!_5v^Qw$?F&kKNsHr=xQ&#UEPG2tB>$>3ltu1VZzO=n{Xu;<KjL-IJrj)2lv^+
z&OJxixEBa3_i|zB-Y6{GSsCg6T3ER;Lx3fepM<>0p0tA(egHk83$$ln8wf(DR-EI<
z*2hCjczGHM4^K1U?qws~yqtxrmlyezR>Il4t#I`2A{@N?2s@u)!p3K!u=bfHEPb+t
zxz9#n>QgFAe9j0H@5k_)Fe3+J?!_~VlsgM~6TRt+KKQ>c{>Qc>w1r^yv+PCqf+yeI
zebt34xfo|Z6XE1<DIEMAguTBzITb%)8xSI_13C$-fCypPYOpZp{lTWK;)O}81;V)1
zdSS@R>kI-;!N>4Y82U3?f=tSuiCkXmDF*wu<bb-e<#8Vo%D&d%2cCR)ZN<E|HSu?#
zj<5|f6gEL-!YasCSO)VB2$VGs4isiA7%>g$AxuIB3geKm!jK8OLCAceAF^8LhU^yF
z!N=fz_*v+ZgVBRj%8v;k=A`@ql-~n7@wqJoK>+vw%`KdQnfr$@_idvg%-iY<({?7p
zq@5)=kXLaRMq&QsSlS2!axwa0{e)iFD4`QJO=yM96B=R5g<4plP-#~ScZ6!YAB7q@
z7!63K{K=F*JcxFHZqOb=p*8#czysON$hK>X{4nPK<YJ6F=?H_)hC;uy895ajaw{%E
zr?ZdH?i?gEyL1#9<YLsw#i(?N#<}J|9vyrK9ENwO=ntSYBcDqfPx*sGX$R;6at%;0
z`)FR_#b;M!J0RP-18dMb^EcS8s=}a~w$LFLquJ9$sP(iIsy*rCGMU*EqxR&2p50&|
zjDrMN1Y0olLAZ|7p#ymsNi3(2ZbyGWMh|Gt0kJO-NI9~;i1@!F@{w&8j{NS#AQ37;
zySJ85>#L9Pj9Lct{tUML>A?MQu>Mr6KNm#yg;9Ktg)G>}xfO7g>%IqcfXUQtI5PS|
zILLKCr1*qCTaQloKv&{Vs$|v^`Mrt3DONj@ICPK(#?u7@26tlyHwN_KcEErllbrG;
zL&Ldf_)wSvsj!C5SIW5;;ajdl2N;KpK@b65y3h`&FLOX%)Y-WQ@_Qj4xkkv<8$=F(
zBAG0ZKT*YiS`2J@+~5uASSB>8B{w|>I=Uy|P&^;h{G(43#<NZ0cs}f5KyKvxuelB#
zU?i&cM^+DP+==?ibwEB5<iPsy3`l?E)1-#T)g3_$I0o5cVFFBo$>=dflR*}H#Gpqk
zdhp&_5$6OxK!e6nSlmeV&x9Oq3OhOP1c|sWo7bU;Y0RgP)d#v!-*(vAzaKs@fIct;
z`N%ayt~S+BiALsBm<|-jM3TV`X2TrXC0U0-pLR(_kNMW*H(a0<pRvV!Dv~}K(wQi3
z;+!L#`w0`q*Ujru1|qLFcJ9bF5L<f=V+<ONeB9XpxtcM^kTMgcESLur#e}ydAF`0`
zBFM!id9=+kef}tj9;?w~wL8$cR$=Uw6uN>!mak;uTF!YlIsXOgO89F&_3eh-Q0nXx
zMIV?*|C@$<<Z8$|N|_lTW#z(BSPrXTHLQaTPykzC8#dXA9!2P}#}>TFiQwSH*rJGn
zi%@u15$80LTlkLid8QXzx2Mhl)Y%0)Th7A%bCECQ%KAx}Qr>#Nj099IxsXD(#jqFl
zLn$19DyUXt?F7Dh6g`e{<3HA#&p2H@m8_*wHJhQ9^FAY}dM&!r#z8aahnUHl?qfuK
zHKp9uKzDAIS;Tf9V8Rv|Y!3s)GzUk=*`9>ca1JiQ6}X{GZo&-Q$cMCJZO9<@Vc_c+
z@+t~9HNp4%_BU;i#yFTw4k#c0leU$0m31tEN;m??paIUp1^83WH9p^f+i(vaz(?>Y
zd=5{s$JbVD{Qz4$rBgkf&%UidCBBwVhWwd#P~o!{7=T=ZVFw=28ahA^=numniYR^(
z(NYZW%7`PoF^9N0jrAGX<P7qO9@djH*h$WyoLKTC@$84>CSH&`Xjy~Nz_u0+fy_bt
zmkxjGBG;x!J<P!ge2^7F37v_LBPf3W<qso*9z!)JQvNjY2_5Gl5#R&#co#ix<Fq$%
z(re^mF4JfiXqdCanP(_X=0BwDQrHXfIgmef_#Jz^f?weWazft_-+e`_`z7(r=fqSW
z5%<5#-?wiOAzdeWx=N&TnMmsb(bqYmu`@)24Gb11(c>7-T#qBy(5Tg9464{$LF1IO
z(m~3WxsR>z=W`%ZhnMgZd<h@GE#l0p*y0klIM2G6v;2))K8tdKIJcg-t_FKl(=Js+
zTNOlm<wSs`M1=c^G54THF#|{;QTk3g?lvTD;p|OVrGS>&h-|qIV+F`uL>|0A<~JbS
zNV>9g?;1GB-`Wq5izy@4EfvnVr#F@jr0g)V8eJ&6CuR4e>_6X!5k=Y2<P2i5KoT-C
z@Qh`2?aky3N*P)ju+C#zs^uLRnQSv49iAZXJ!ph#*bj{8T&aQ126&e#`4n5qcBQ-e
zQg#q!hf#JH%I-ngeJFb%L)dU~9#IUR(c~m%&?3nUZwtwBtmac8S{=bc?=ajxhnA<i
z64=Ir>`JGh0(OBM@>aqU$iXib66-D?*3BZ;&16l=eDV*e=)o#>@&lde5#1@DcVXhI
zv+&h;^oS!XFoRFi(If_IPo+kaX|ZTpbrKo9XypFMBtBn2mK*}MgB%WXLEZ{dVGg#K
zP5xmP{uxi3#FKxBqrc7||1cdrV$fqMdQ3r&$>=c&drTxcAJ4yW9F3xcF<5^TmK=$v
zjKEum)9S<NX~U5{;t%SORR~i4LYNB-*T|87rcj}L9dtINe17|qelh{y7>|#RMUN=*
zAfwS^6nc!LT}F^)7)JJCD0_!+)gZJUh~*;btNrn!ezbO92DHBP^1jHI^aGiLk&l7q
zXmKmm<`xN4G?^l(w@ekrV2e@Mf|bhXF7pp|$l$jp@zKHb*@2851MrVX{G&hpr5~So
zBL#Vm@$}+YJeM^Pv}`v#I2<nz$MRiSUDg%Z;eSws%;gNH=>|**AR3}z1p9{SFjYgJ
zL8{uwGN5!*<X9ockvg~`#|JsBksOMw4zx%&{`H~k!DtkPb*8eCX%0tn$kuE`(-N%K
zz)155UIObMU<>kc4QYF(gwwdq$tl?|KJzF$YdV<UaJ;v!n&_>iD<aelMNd^T(OuP6
zbW?REx8gxwh36mCgG48F-oL2M`xiALM0<^aqMgPl(N<%!2-Tb|f;F>6kmh<3sJTzH
z);J+rX*?9IG=C8RTI3*L9kQ~J8_(@+qB-@4fzXHVJx!Tga6BAc!VNS<xURnFqGK#N
z=~#-6y1aW)*Hwh+^85qO2({H~BiiV76d`&&M6iCO2-F`bTI)xP0DV>x=`R$%`s;<a
zKF>espAa7U4~2)pFT#^Nj2Fmv!K5N{x+ON?_BO<tIX2rK(A9!DCdWE(PJ0s-(cVZ~
zgc%x$c7~>+4ex3RHFOfeh8`lw$X^5+1(Q?hK%S+$@Fy4JYdk`D^WI!f<3!<ZoGsjp
zHwYKw65(WgN;n#SA{<R#@R{`okcW(9<V~?*s%+b`_9TLBICNxR7&^5<zfjH#F;y4A
z<YIzMjYVry3lU&yFZ|71g`b&^@HGn*-e&EDmw8v=NiN2n-!XDEpD3Iy5`>e*0^wk>
zPS{!O6E+qngtY~4rndN1*qHOQD&!zP5qWYQ&M*gj0J=jbXve-#JLWhXZ;d{!(8b?M
zTlkTS@v$-!-c~lk%i39ZSbGY0>j2@#b4sq{Vw?#G9BqaO2b=N2&Nfci*k%eV+cm<%
zc8@T(IWA0XJ`iR$&-u(>O04;tJLShAZ=4f-z#0F8uF#(Ep%CQAJdfjk=;MPvUUnM7
z!%kng+nWeid)~ib&-)j6XN;2r&p$Zu{DULUKREUjHjV>@mE%}p={Q4}JIxoSj;n-;
z<8EQ>$Xlr$?+YWxUxcv(YY$*P<xfY}7#G^X6+eVd&=v^k$-9tyKqoJ7=R8+uRpIQc
zD;!;ngoBH@uy?T)cCIeM#??z$yS5fqu3^H0T#UIJJ=txvFmanMjNQ_Nq1y^!;8rN~
z-D-rM+dD$f^#`Hv%1p&Y;WwWM8<02BjabK>egGXH6k4;-54^!0oWX(pb{<;7#?wGp
zd721IPb*>J<w!ooLzsE_3sbK)<XE~2WAA>#(0imX@SZC4y;Fp)_fnzby<KQ|RSONT
zYeLhD-{JIpBeXqv-yrfQQSLBL`lA=^0PXl31T1wS_rrV_T)}~3Hr~v=$;Fua=?PPR
zeh1XwoLq_>@D2!np1}wRCdblI=mqo=x&cFlcEBW|89?ScAXlgcY{8+bfLVe+D^~qp
z3ss(xN}%lVl+Ei+MT8IS0BxW(-~E786FDbhUq0LUl7H|g{%J-2Ay8Ww1{ny0AXA|q
zWJNy3k-Um0`IS~eE4ZD|AZS$M;RTi8aWrZ?EQA6o#~nK85&_jycn!q<$Qw=BkxYBL
zQNGLp1@oEolJH@_2RQTDp8Zy>kRM3=9jq!0L$!o%JAI+m&RA%)GZ$(+r=-erN}?SX
zgoQvC=m(=A7BV@u9?EdG3-A<vr^2kGr0n68-G?xw3&<Q$AovAf18@Zg_Om37wLHjg
zLk!eTMd)_W5}K@wQSD?%UWGxd3!S_Rou~^9C<~H{Nyx>BF2i9eq{14`ErD|w{0X2#
zNB&Yty#`Z$&tSfS%mKAxpAW^jvvp*jO(^o)BELN`U`Jx`&ctEi8W>KO!Gs%14`T{o
z5R-#jFKp2Z!}UVhUfp02OoU{PFNeLHdxmSif;Y{1n9-EqpVPZRdkE&c%mI0_b>_Qm
z81ku-F>(#Uc@CmGYcL`N1Bn{O(_&E5qX29XX~K=h0>@$?k%`tpRANvkpgjgfaV!Cr
zFaQ*B?n$os640R^5es$e4PBre@`Bo7190KH9Yt7lMLu%%k*n2*{0l`gVW3<XqRtH-
zJ%*#l2=o|*9%E>eC_4NY9BmB78`Bep<8;#jzZ|uVfuNrAA8{RRF`U2qQ@<Y233+X>
zvp-vR+{qp@T5!2Ba`pOS`+-s>P#lvQ%7w8oUX=-tCLJ6-CZoqxd}F#bxH1uI1r!*A
z($gkED#tf)bE;;d@{ns@bCX~`MIE~#uLJcB45tlx-~+gl1@$#XuI^CsFC&qKIhh)@
z<X@(+od#5`dD6#wQbd9VHy&LkBIq#}JyIFi=XnAR%J24w6qHU$<OaEdbLbnhuXFwj
zCXU4Z91h3MZP@borErd<4^m%a<mw<-Wg>E<%vgv6ieYNhGV!EZ&H0cFwpoy^#)L?l
z+=c;p4l^cb4&cXUY_W{S%Zp*czKHcBMNA&gl3VzJNh~__#|Fq{sh@BgMjxa*^CuXg
zGnF!DfRvd6X^;sNK?v27msrM@YBlEx*0ROS%{hv#_{dK5C^i?O$OVE39B9~`G@g7n
z$<|F!%ekMEJ9#6zV(Z`$v;lRtn?(GNeRUEjOUjk?lQQ!_%93(6!e-bCJD?DXVK0<G
zIaETmCiw~UIBH3b!jnbZIC<@0g1DLFF7nBJaAMU>&izHS8^?GQjSpaJv)TBctZz0f
zh1F01xN@^BDW?=FK*~7;M}R6d|DpB-+tY9kE<qDMatr^sWk>#_73(!<^y@Tk(*gp^
zT|C#)KrZ8nXpOzykZqYx|EJC>vcA%$+hI3InN?5&N8uEl0h+TpK)TGf32wkGco#l^
zkKr+Vg+0DDA@AV^9e8KzaDr<b>T`rVq5_ZZGP4%{fm{nBpF@#rFs#4@{GbhV0r?lv
zfiQw7ek{3yXmSNHM34#OKaz>vGssUYCet9_OS+Z(M+vj|W2kcvwO*i}g8B*>iI#V8
z?qe&T#rRW)H|X-Z88x2Akb0PaE%_FAB7s)O2qP~MPK@4%IC&uD4`=O16y;AO%QB6>
z=*Nk>beMP0<2o_TRif}qM6l;D;u#Efia7Jn{D;ha$h8++pa7%}ui$6+5q^TF#8zJt
z-+e}0^(pbpr^HnEi7($FQfWeu%h=-rgXLMGuG7SIr-%Sg5YHS#k2>s8LkFrR?yo|^
z0i3mzM%<64dx$d&|B$<et;|8>!%Jj-4_|_8LOc~2G8dpr`6lEetSR4x@_i{gn6f)i
zwv5_(QFbI{525Ulbd7P8KZU%(Ok63MmRLYHT}e0EPX0hX8FPsilE0$UlK04Fn*}lt
z@h$Q`0qIVsLAtr@Ui-1dZsNOQV%;KQ%tB(j?fAwP^eDg{8;BU!5#g;N@>|W#V<kSa
z93NSR9(mYfG1-S4{$-=V0<_Fz1<QOaDsvuk?Zq6J4Kf$;5P8zA>!1X7f*b-?3l(go
zi>-_)*MhF<03MX>Pszc==wZ~OGp*l)a{DlZ4Mgg2BHXc9VG22kS(HB?Z_OwA-iCFm
z81k+$+&*WBmn)lEp8uG__A2sZx0Az+?2?Qg$Y>d!(y+xmVs7~k3RWmnwiEh$puay7
z<Z~eHD7zD7cc<(=^bmdz6nnHh2NEMDarOi(F&<mUU($^t-W`KSk3p_PuC$UIL*8y!
z3%S5BK^?dS!3=B>L;hhJ{yCL4nL_?yig2b!dQ!eW<p<#f?I^z!<#(sNKHO3V;T@x}
z$Rs>A9&bq}3SZ9NU1(T?CqIDSpykOoxs`1%Z7=IS7vf+lOoH(cg)K&7i&3=6NZMp1
zzA*wH9mYD0q3FS1*D1dp<#(ps9(ZX#{tYEJFt*t;y|7*cE!dL*z6S$rcQS9?>4Dvm
zEwio?M$BgWr>T+uQ0KM|QG6bu!t{h=gM}*P>rlSTKbZWHf3Qb}D>A(3r2)tYMh5SI
zWE|_xw{D!>6>Ym<vCgzwN4&BF9^4*J55x1r$b5z&yZs*&ATL{s+oKLs5M8D^dQ4T=
zMrsp(Gt9~<TQ8ms>dCm(gZx-`+N2x4(T#DVD}AL4c@X~EkDO5CbfDaBl;0Q23?;`g
zp1m{4)XYcAl~}Bp?BY?fCLh5|;28{%uVzovXL`UbZXCClp&+M+5q$5){;ufLMO&3T
zhqmaXVt_1TBv~NK7Fo{7;rR#pY$&CLAUPPVSQ$e3ynm6F44@atOr9^+_Mz8#)BC*`
z3A`8$y^t@-LynyKOfhDf$E{@mL_j#-I~g(0<ruG>B*&pH+G_K=lbSsHpkXS4)vZL3
zhP?>Xa3#0mO<tvy2+#}_ewv+xuVzo-qcu=?X^jz{TGNEP)?DGHwN$ujZ5Pg(hoDI~
zX?!c3G~Wm(@-W%RkV}Fmm|_F7mi$XMwjH4z`$9Puj6Q)zDk6|vOrV~gXsv530(8xV
zzn+co)pHU)di?&Rz8^W3VBx9XLAdMp5N`Sdgp0vw;cPHXI2z0q_6Ey@t-%gqV^A%u
z^{)ym{jY_U!D~K~uSLcT<V9I9^=7&e0i7X??;#Lq&Rn14e(2+CtR{TP#rTkm@isIO
zo`#mf!^lCn8@UNLBOmfCLF851lV|BJ9E>A{o$+X4V;m!_jOPgpUXpKayi1rG9}y<T
zH{d%yzX8Tg%Aba;QC9eYH6e!$b2|v-b0GWt!3UkZILFgmMR<^laU&PwYHB20OwEO}
zsjYA{a~2L}Uc%n2m9RByOMWF>Sef?|mgXacx%pIKYMvrY%$Evd-V<YJUM&pF$;g|3
zEey@x0Dp6*>}cc-v!xxF?sNr0M-j~T0PsN{Pma5TEBZKFst89*ZQ)>PAndG6g{_s9
zu(5Iw);y<VY0dKw<YLVE!?Y>yi!reoE{ts^3qzYZ!oX&+(6`wlbZshyj`c<O5?%>i
zEAAPTJpoyR?P&)G{1DneYw%^CC;GU73+Ffjuj&=H<YKJJ#aP-K3k!P-VQz0H%<Nr-
zsRO^m=@3MIrK2$9Aprx&Awu7Ag3xtL5IT<8Ld$WZ&~PXhY7S@N3!!fRtI)9L9ZHlr
z7I_04X$L3T0fHd_yxHdtE*y6R(mukP?-ov~!pvDmn7SAWV;57f7KScP!qC-I7`V0~
zztT?Vx^@#ft^<UYD<iGz458+lDO6n7VN526E@yx_wezpQd!#9M6!QAH&>umD?}2Q6
z!PA*bz=`AbV8dri_M5tqe{k0lhMxLD-_uy=d0GfvPkW)`=}KOO-vadt5$ax@g_>7i
zq2e_XXNm#tL|$tsbU&OXsqh$HQb}Te${mi}-fr{<_m&(`D?T^pf7tH=j>xrTYsG#u
z&N22R|KP19^n7^_rk|nE^fMFce%9nvoP>(M7mgeV9e{bX|1g*W^I#<%Y%erWNp$di
zg~RdO0p$+%ARPCk9UvI|z>|G$$a4Za;59|$oQOYs$Upe;3`l^c&}ywG)B_n{0_os9
zrzChzNd!?~us^hg?l1@@!W@n<GYHzv`6mG#TK@+8m5_4f`*^}ByB)L!AHI9A-vwRl
z*|HQ&nEN81qFEj%^a54L_h<;UP#qkYfwnCJsvOW{LNyG-hH*hyFoSGo=nrH0J`0v`
zULhRk8gyv$8knV1wtOE?X9xwE1M+5{JGwZswc)#Y0P<TCe*_T&hmr%JimGAi7*2};
zRhNqy%)2m{hBKgr(}}_{TsX>xw};+<PlV5aY&!pT&aLN~M|47TU`@<m%I*Q}AsGCT
zM~Y84v$f^B1#(S7kdIuJC<={^g6kn%g_|0B^gxdYZnnK>lRmUbKTDwV^ureYP*?``
zeTTqQj%UDToUexSKjAub=*izvD8DPTg+S!_;!bXC?fGum2KmU9`5)~r<N&%My9e}w
zKF|*$(Svujh(YKv1U-h+Ci2105je3-bPewW{TT!&KngddwVYRl6TZhazi}<kv$n$=
zz$>76=McV#Tt~iJ;npV9S0A}rJ^w@I06q_fVK4$l!Dv+m8BHc$=po;gGT995zzZle
zI)aHACr(P>cs}QqFj2V1P3l*2Dg3%7YIdNWp){Q@a$Wdt9gckJtKXY7091j=T8m7Y
zmB}dA1Fp_AsU<ftjqP+5CSn@ggz=Br=pk<cbDV)jO`<ZhDI}2-XJvB^ei_%u&GJVk
zE<8~XjxS*6R$cK!n$8wGn_^>qE>Ry&*`r}RNO@9LEX2VqNP=XT3u%x63)ILLpvMv;
zVs|U@2JU>u7K<r3hk_Q(Bk!?^^XkZFe91Z$bimFb5%dMx*CCQIXejbAo0^n61*A+&
z*es9BnU--qEP`Cf1I*i;pIFUyJrrP*tvcjA=qtNy30i!}Rbb$46uu>%+{X$g(&e0c
zmkIqV5r(b(2htB{UkmJPFbVn7DM!{b1*FVuSPaYIFFAbP4BKEQ6u};#sR;yI-V;)T
z9`fPsdPi~;fdp~bqIwd?s6<5(=g}Tz-!=axmHSwH09zZ*pzlfhrh}~KGFSr}LCT^T
zoAWKDY|Eem4#E+rg=26ED7tx#Mibjxw96fHwjSg`aJ=ioSp$NQ%NXne7oPiw-vOr|
zBHM)BTCzQ5eOEyN$ok2;NqJIM4M;gBp#jdq1-J~jIe|IP-M|C*7#_n@_)ec^VQl&1
zervw>B`-3K_l3}ikN5HJkc-S}|0@UbTBwkN&?f&NpNElaFy#9<JVDOD<ysIKne^rO
zU?QcF%+ALVJx(TX5X&q%k*IneG4w*j%J-5Mpu!&U2?qKA<?eCjRj#fBxduY!0OUI;
z<QfR6!*B2$p8dgdVwzXz@jK5w{3e{qp!gyqgz`HQE%qS)(U;uBAfkj3ls}gI$|Tl)
zOeb$3-^nqLNGhAASc#do5z&;BJ7^@Tc+xDt<PX{F*~&bCd<VrV<o*cKWb~9~9%GMB
zh-p3`u6jTm@d2^SE#kVXL=hL!<1F?#%|O}m+bF{*e+=bM#4TdTPs}31PQ_JnX~K0x
zR>fGORuqv%*+q?H-bLm<<ntdg2eAOYNA4q#O?U?`!f7~0Y*mjfYG{)h+T;kaOcfE!
z0rV(AkG;fG#SGeoM1VVqI=3@mZY2ud%pg*L9vg7%miK{f#v*03&Usw?`)1iP?=cUO
zLFOSoL7sFaDVtHF+5L*y?!*>b$v^NUFj!KyBi+N3ng!5RLMgWccI-;I5#%NMQTAYJ
zK9cSvqx~4_mqgwp3r$vGl_G{QnI-zTS>`O{%4b0S%tJ_bmM$*4wCn~OKn?>-AcvSc
zn^<=tZL*LUGaKK?LXY|Ak&1uJCEAnk<D7$!%*IC&@sR}dh)0i^_-QO>w7iRR6S4dO
zy!Q&j?Q^`R<@t}XY@<MSXW8}SaFY*=9?ipUGTTIK!Hk$P4H=%zz=pD&Dch5p`eXHA
zhSGMF-HCF$;}QHGD0+;eU80aShO0+0fXiR69YL037~VM)-yDkE!7%6#Dv`AX=&jAN
z<?uKirobc^k1fXGpJQp0vBbJ#$v^M}JGT)}%JwJM5k%Q-DYp||(VcSpk}DWO^got7
zK@6=V-x#t4?Y5F9sK$ft!)scQd-fj`B1hI=-g4rBA&aYte_<F55vr7{4F;5L0+y6-
zk0-iNz9;4TQ+^QTx1-F?<Oq7wGLdLALWEO`uJ~sctlOCzNhd7ck^EdoMuCpVmvjQz
z{?h)k{?Q<BlS3d97||%3=?=DN$v+rUzA0EC!vPtt$l&)U(W5i%(h>jYz@GM86^6BC
zmZ%La7fKC7@Zw<FBZwXy#0U_C>|l^@Ba$|lr^cUJG?*G_F+Bm9`{=><aQ1gmVU8oz
zC|{fM4S;tq&|ll*8|~;TZ5cb-kW~mJ+YrM4r6z%B*_v9k!W#ncMt^#QAHBzy?5q!C
zg%9~sxdP4y`M$779UEvfCE?aGOpoaqbcfD-Z?D4~k7Fz=7on<}$k0WGA$2eT3uM_M
zi{~GNJ92!H6UhJDQFd3f>WhVj(^``_nuw<S{sW%x!YJdyXzD_H$ZWVPWFRM&TZ&u*
zGtdyb1Ix!n7~lB`R@QSczd@$}9e(pcQ(O3}>kB_sBjKxJDtuI|gtv-4vRshm#V8hl
zyinn$!uuChdI=YmA;L*zyl_;B7xpUr{sSY7En~MWH#%GL*EYzvg}KO>ip&v4*nnHT
z%)hjU5NORle~$Tpmw^g74h`X@t1CRU4TOi5v2fQk7p|H%!bQ_bIBU6+Q}GjyTEW6W
ztAnuD?kQ|}SBs7IIANvD?>}f~2@9=t!d$CFm}#CCrW%jo74SEA%Abh5Atp?hO|b#+
zS_KgZJl-I@!Gq&&;A*H&ZbeJD=<5k*JwxH7XDS@{EoXb)*J7vdDs1(AgpGa>xs~?9
z(x8X1;JvwK2IGXO0dKi6SRjlHc>ckF=O6SN;1l=-_?tUrk3-HtGyIULMh6In0Ptp?
z2e_h-Gv_#(@VgVn8p57jjGYm`KViuG7mUn>l@ZTB81ejrG0#632a;Q9PoAZxFg6}6
z42{PN1D;RPH_jA##%qO+@jjt#d{Sr`e+)khEhENl${vlp{!D|zEeXRQ5PX4fTDXD}
z#~skcmS>Y}$irBfY6?qJU14ErD9lYwg{dj;Uodk74`EC$#*lR}2Ik>H-@L!jGaoH<
z%%=-2^E9DpzDlT@?-6QdCxoimL!n~&vrsi9cTL$Nkk^MPuzdDN=70jg8{F9E3=SN(
zMHg!eRbgqt+6M~_VM;E>gj|fVm9a47oiT<yr(|Ho?{HfA2tDgyax9&MmUVBTVLe=^
z^T4{Q^<1H1y@J4{7?_M%JtT<w1z5jF`9qN>|6JY?WDdv=Jix^U`*X|=tkK1icLtkV
zsR>hSego8o{DYmI(6=)ZdUj?)my@(fQfS$Gl3Qs_jwMW}+V`XaLtqljVbZt^iYO2r
z>^`Dm&w;=DQ~n_2b+@NKg3JN=uyq3`J1*gv4Z2v_sIZPlRhZhU31d5Tay?q)dGv&i
z6Zr?6MZ?)rs5#pU6&E*@_k%VN4g+C4Bm#FO=Us4=!qLI;SK!`>oc_q|>d08+L^}Y>
zTZAk7Wd6qvU936B0$2`3u8I7Ile*A%(InTyZ;`qg2vv6+TRN`?%6dA3Hv~gx=m${{
z54oJP1L_H=KBl5Cf!H5;y}7KD3+(`Y;K6ribaCLAEqYk8#pQ%C`*}={wLPjr+e3r3
zH4Jdx3}C)=aM_W0PD${blJNI{R?q>s<M@w+8Ia9++c>`#W21x5Z(PrF2d;$Qn2$$#
zL~D>aAUF0oA<G__R$#_wWA+<zT+fpjoNB83s#7L6msaQ@2h$)1v=D3&f-OS0AjB7F
zkB}ZP6sA$h4A{)MN4VxA1foMLe$NY)yHai&FWP~v7vEix<%mohFz2%g`wfw+N3mM|
z#9^%k<)~6FdbB~0cJk)Jz}|s2>1YAiq9Yf{7tD0*0{BG7NgPk*y!BN05Z8RbVECHr
z`Kzf9hbfy^-SDm-+5uf;4#<wJ1#(T;Z-`u7<Z4o+N+|N%LKt*Zp+lobSM=zH9zAFi
znQ)J=25b?*g+1Ft9~jH=B%FU0=N@1%y3KX3xG@v81W+7J*P5*l?(B|CmYp@PK{8>#
z%>U>hm*tVv13E!h=mtHZ7xYo%W`iD)_=ddk@!s0zr0ZZRGKh-@(H?_FaBL=t&^*rD
z%lTKCB+xJV@E2s<w+(W51$6VXV9v<3;k#)F^+&D_a#cGcCmf{A-q05!VGs;~VIcqT
zGg^}yFnWwfkBPL&1ZTh&<57IvKqhEYIKF`Mc9J_e!!<vVqalLBuFdb`K^J%A%ICm%
z98?%0S6kLK0{)aan9ow)NEic{w>dX4iS1;-?L@2w`3dw$#5ZIjdKM0rfGrX*SR5D3
zoXa^InKadL!+yebyiXi?EbHQ(&-h_Sd;mKeQeQ18cK{3pDKiQtz+bZX90v(78<Jrj
zq(hcEaXWe}F(HP=KXb4}Hom!FIB-$Ma&ijgtXFxL{K@b99v5AV!>-iX3RR8zBVXEg
z6pRBYGX|u*L`Z=&$N<bLvLP4pfTEjY_H}GG;UnAi30ln9x{y1-$eXFyMhe`pklaTR
zxr_@eD1Rn`sIv!dYfGJtv9q?UZ#2ZhERZr~-MFkdFObi66-YT7U=wTwnphOUUMPhM
zIE)_k24F>g!kh0@_7Fy`NahdPv`1MD&$oOoeDN#C;rJj;r7P<^6F8;0o;hr#%+<gp
z|1A%)pYLT*33PXH1nS`goB^uX{739tw97qw^bT$E4o-I+Ltn+P7nhR1pnyi+?tpAd
zWb0#Vl@zYa0uDF-;de9JT_Edr0IH!5j>Abf1Lxr~G{H@{3lHEE_yWF$A2oTX!;D;r
z7kLmI?kPgQoKFs9JLkz&5&u2^@H4T*bN;UTO2{=Ba@HwlzWyNBf^>!mqNGTU4<#=#
zTKs~eK4bp=BL@7A$nzVb(I>=JpVL^M(l`%U^>LqtDz_=Mk*h0V7s%YlT389M(1Bjs
z{0znuwvunq<0tgs7srreha3-bEUl<gJF3=&{6_?3_owW^<O@a;w~u4($7J#oGcm~=
znjw=M#WG^)O_;2dCOS?2;45bJEx*AkWy|M3azW-Gen95u@DWH8egGfBeW69(!w@W}
zgCnN)qU_d~za4RMXUgtL*?oyv22s-yxWrgwMB|DxaFb+m6bos>Rpcmk@$WGCiF>&2
z>*jjrAU6YK4k86UL*5;@3YS1OvuyH1LWMM#9%Y(fKWlKNM&6X$8Vk3j8+4-F?#+?x
zW(JZ12CoeaTrJO{%tY2)x@s=<-AK1B;nP{7oFA}IOYS3q?M#RT=|+uk45W(}!4{C+
zU>&)bwZwO8X_Gbh#%f}j73i@HJ@W96#oR!0L^$@0V5sO%`9txBF$^D*sbf5KOs8e?
z$%gD?XsKa1`<T5g>n~&uVgihV24qQhFM{=u53);U!hCFzM*cy*i!+TFGnJ?)1wH1_
zF0+ZLW)c0#_i@JIBl3Nmu|(oA+(4!>s7~Sk(VR7rHkp8h#?wOM@RqT7*eK-6XFy~g
zVhG5tT?lg6k;9Peo^oiC!$b`5%k-3|2gYClc9iWx*<O_EPr1QJY)9=oQ+5wLv_IZ4
zjDO>h5sTNR;xYN;3<_zn<MgN}oYC_9M{l;0-N=#hWxb{BX)poCfE=zzV2k1S=P=r2
z7``!_{KHW67=j*yh%yHf=|&O(_eT$Yc>*u(Nx6~S(ns<s8m(sIHH)~_Z>H4_a@&6o
zT2_3?o-S8@$#$3Zm$w4$tj)5AupI#XpbzxM7QKnNd(kGmy^hb8cmVI9M33(1(G5Mq
z(W47`bmsq^IHLm=XpiN?Xr*?vYFj+24Zhii>{}?kJrvmzIqED!hP1z||7c+7ZkF4F
zZCBuyMwzOhMP@-CjKCBbR>-iYe13ltJ=)MNGW)<UVWLepvH<<@+>wkb@(rrV99;%Q
zXnO*lLdz;RIr>Q(#KU+MrX#8?QzDuB=*Z`G><@(y2xi<OdIAGv7=sydc>e<Vm;lC7
zfBK6b5`ED|t_<<UVqUbECoStiE4$<AZuDgN>(8!?MsoCZ19wQJ{Aub;5g5|@Ycbu^
zX37R~sv5|?01fW#=;TK(#ur-<$pOzk&?esas26?KlQGPL(%d=24eea9g$thGjJG)9
zv5vHd10H8j|FC1kv13$~zl>#ve0!LUjETsUYhZfmVS8u;f#AnJZyoOK9Cz1J6>jRh
zb5T`?{DwYqSbIR5IO7{ml;+4M2eh%r7Iw6bEiGw-M_J?9R`f7Sdbb5WVL|rTT%3dN
zpyf?fag;w6c>|bkbT??3qO*)%_=6X?vEK!p^jLGCt05e;S$CkRC+sy0guS}4uv0e|
zHtN>kD6G}pgq6CVuv8Bb7V4dZxq5G5rZ!xds!b6lYIB9L>T+SMvK#GB!sqaYRwZAH
z{87m2%Pqc(5jKEU;0^BVa|Q>nBM)O^piX{6OIYja2rJ&zVx?m!EOktU1<weX>#+Vn
z2g~SqL!dBWGHk39A&hi}3PT;<a-)+h^tG1>J?%oFt5q*_H9ru#8qbBUI)8IV{xD?p
zGR6;0@I8=Wn+M-rzyWO0$C~vpmgHe9ct?x5fe!f<Jz=KL`ycgr{z0GTAN2VR3VkPG
zr0+$prL{0HXfN~)B7~m75TRo*NoX4+2~C4Mp<%F7sO#4VHT~N{RsTn!s>k2lkv|wY
zJ&+q_N}K`S;0BKDvjc0eFedIN2V-i?Z*Lmu2xB8%VQi=`3=Iv1p^>RDFtQ@o;sEYK
z*VvzYOIz|S-Grv`K%qe{Mvdo_RCs5v;5{+IsD_F2U3doEGmt+3dErcR+M3f3z!O~f
zZVxsbvjlVUK&B>|!o)<I9FHzJ9z9`TLjJ+TK<Js82wk32(qV0kwyBHI<T)h`vk>wv
zUC6ieCs>FAMgX%MCXLLUOlt_>-h*F&b$gWG7n!`)Q-oO34&csbC$MF|6_}f;2s3g(
zCZ<}#*i=Utf&u86>5}I$5Ly;SLer8p5SG?L&C*GzS~6#|3WSc(2N?aVxC2>c0~25i
zbg+1zf?uE)u|G0;A-97S{n46s09QWC{ErP-qKlb1HZap9*Q6zkz`&gK7Z$vO!cs?Q
zTI&lnTSK8@OM}^RflOG)1rv4w5C*+4=m@scfyt`fX3jf8;mnq-U!oiLPA=<#+;%qf
z2V2?!oca7`{>OrKKxX8hOvpnSfq|vE(6iDIIyRa@(^i{&4}*v!j_pjNI@5UaVrLf`
z(-+!6cNogPsW2Y{7eF=Fpo7CJ^kWSpm&o-<p{OsP!Ey&jzT2XU6}p*|gE9qUYZcZP
zsR%t=@*nnUtnX15s!j}~E(|bkbZ`%x+Y?)OQYlYI1{d1HD;T)zcn*X~kji=M5ps}g
z9$@g_xSqG?G41cfB|%QK16x;cKo1-AutX2sjQkVvH~aKBm)AB4b*ic2#tp@TLEZ~J
zd>Bmq8OY?o(h6HhgUUrUty)1x=!dh9gE^eHn#xv?i@Ez(9;T-=eUdWevtXX!%y)bA
zutuIa81tD&1BD*Pv?x~1Lm(G?z+Z(6xtYitO9*Y!hBj%7E!yHxZMjIk<fd&~h~U^L
zNWkFv3__(;`X<-CVld!u?zm4V_<=hzWDdv<JuJb5&xY*NMXshdIRKiNn<Uo(W^TTz
zwqx5KJvyRC7xW0HO}d!^wg~6K@E{1M!H04jzwAu^?6jLsaEa@F#Q?<qlpP2@)Xj}c
zoRG<~GhxbSng7v6u7;FLS8KkBQ>~U94BIXc4&5O_mB|iz^h1vU=pkQ#6^Sh({kS1_
zV1FcoKs1wsOwQZR`KRd&&$yO%Y57w%PV>TSZs=i$T)76w5V^X@<@VDuk)W972~9ZL
z9?%Q=07Fpoq-!wSVYH2$1jzT4jHRE9#o?o<jQm0J(OfVpipgOLd5;a`6lxiupE7CU
zZ#l@3X*@4<aYU{qb~eV&y3|)q%IylWo>FFCpgPTyElkT~vt{x{(SPMarto<>dc^57
zIigMCaHu#6pV689Tof~t+y_1peSk^Bhg_%d`&;Nhler?-rVT#O9{HTED&_VDDO1*Q
zIE;p|FcBuhG>C;bm<35N7t$dMJ#q|yzM4(rE}-yCDv?2Zq%9<0Qb>G%k^IRE5k!4G
z!{`fiA=7aDKLYvEzC&OnNSTvB%9{aF)*P4zQWnkIoD0cey9B6WbFKh$i!JD}1K-$g
z%V$4w72yOiV+fv-namfkcBGay7GDWJ{K~l-!#8y{7=V0PUnv)Lo9ifLa!Iqi1#EL+
z8LWggupTJxuRKUGpZ7sI9D;f+)`FOj192e-f-Mdrq@2o>Qpo;N7MR}>Zhhzn1Mxv*
zt22xc9<}6{=CYM_lrm-Aq&z8WI~2hl*bik;3Dr;w$Djeu!&SHq4|I7xg*LhE!}BUs
z_$q=fQ25!M1e&LsZzm?~(vr58bxsAEtGTXg*=_-vuDNbf))6=g$3e<E3p8u9yc=xq
zzytUMzJzb#8T@QWlEIM&Eol62Xy~sH_80*lOXdIje=2I~8k*WVx_SnNMkc0a=9X60
zws!UoPR=f_?jD}rKE8edty%{LhlI9m7uLRGr_No%yLImw(W`gge*Fgw95i_7u;C*{
zjUF?0-1rHTq9;$87BhXu%((bjiL;ZEQ|6|orO(gIT9CacCwEES(q+q6tX#cj?Ya#c
z3pQ=px^2hKU4_NF_w3zYQd)kXqVnLO>LWF^bw`gKKXIzzbmQ4`=PzEme5L8y^_%b9
zx_$TFyYIdK;Dd)Bef-I1j~;*V<yTL>{^r~7e)#dHpMQD&;^nK~UcXWP|Ni&iYtKFC
z-}?XWYJU|~+2UH#<@ND-W9jr3c)g8udq?T_ZaBV|^n8Em`a$@98|nNVr1y8l{d-9N
z??VTOls#aG>;fa{15vUQOq9J~D%~Jf_Jai35$4bn=E<&*L0?!XJHukx8}jK6t7Lyz
zFFV9$dc=0wC5mL9*hi-*lf9yfZgE)li+b5HPSP{Z$gXig_KmA_jvKOf+>zbmKK<iE
z*+D*~hkP!($Wz%zzNeEslfC3u*-d_bqa?(n1j#<2);t0GAH6~4|Kt1ra(f9C6;)L=
zHFbPOQ%g%*TL-_<)7Lk^b&QOSP4FHwbNt8B3J<ce#fNYrya+eKk8mXENzJa*;!FR-
znVNkGSBe}Uhf+q;sBse}O`aMPJ2N3MDP>-I=7L4JdHE|=uU%iTdF%F_g~faJF<i>g
z^6(LyqS+_@hfB2hM6**!ufQ$v3mgN_z%}rV&%eMszIuXxeEkg`^4<5}|A3SH^z7Ns
z_{sAZFMj>?CBE|8>({^k{^pJHzrFs-J`YW0Z=j*Fzk{_>-NQ{e(LY#e91-#6+=Qr~
z&QF{D_-uUMd&g&Qy>>XI{M><g^{4iypRF&>YO3CubLYUe{15kSF8Jb~@~;jpHvHEP
z|Jva{`_jMu@UK7o>kt3;{pH_&@o&HQZ~bEbA9I)z<}inQxGE=^!<-u)@%rNUs2?v+
zO?q^3=F)f1ByMjyI;Y}nb;|J*m8s`z$}+AW*t78N?p;eh*t%`?r~ed1>adS_RA~n*
z<p?@7^bb-l43BtuW!%{BuTM#ObZy46dlwUSTsb|v>QvpF<28roo;y&Uc6Il@%v)QF
z7u{dGGymZ~<u4t|(V-R{&h!uZ{qnGg=hw%M{q|P$oKN4Go`0(;Zs*xEvnuQAla5wY
zCpYe?n0I+wY5I-zdl%fzFIsZ{pQ4ofVTS|gP}jpnY3v{Ls%dD?XSbrFp1wb6&PVS~
z%Wt|ibH|CsgaZeU&92*5GpAw4!IbkG52RjQQIc_U@!myu|0&Hn?58a%J6I}5ySuzO
z-!JgRjiEh%cz1Nvm!C|S^X`MG%g$e)v90D@d}-;4#KXJlW*^^lc+Q#CRr4<9mCwJr
zuw>zle~MCy9ZJxls=cLhyu0&n7yGsT`Oc6YUq2ib_2`RnNjE;2y7bh|8C$9@#O>SN
zFzeu!V~KTZYm-hct4?WLRF!riqay3dKSe2ZmpT|IhuT{xr@A}6xYDon_xA^P|Kibz
zF&}<4cJ{@GQ<l`-iY+L)99O)fF`<0J$;9gA$CBz6*QT7vI-Ghs^-$*7e~MD(uA!8o
z!;$vpZ_adge0IHGz>|lA!asd7Y|NdfV-rt*JSFGgo$2d}n`Z9ZbRl8isxyfP@=hfk
zT6jFUc7A>8(UjVZ6aN&Y939G98z^;QW-rfobNKdlU%$^D4G90>`=O(+ejAlg|LNp~
zrSDE(wf*MI&Fiit6fV1vxG(2yQd!37l*)OhQV%7a$T;#(Q4XNP0dzPXX8P<(H@n9V
z`g-60Dl+`Wvmv9-d_N|x>T&e^q7SF%ZM++|cE!zEn-^c3y(8;Na#7mFxqFh&r|qA0
zHnZ%XqEw>8q1Jl8oe48~`c5~i2cPxwzV=;Yw{tHCkEne%I%eOK=#<T$PG7L<gSfmU
z?<KBWcz4da`M2h7oO?5EbJF#UZSmI@?D(fB2i??_x&WOYFSpfy_+e+W>rZ?6Ha_nk
zUZ)HiQvPD}r0w5F$F2D)Hf71<gp7rsBxR?6l#)C5!?e6P4>Iy+-CwXG?%kYK{}iR#
zP5sqrf6YgCTWj6;qN8Qwvk1Q$rElj_Wnkp4-$#vJ_dGf}@5dQ47Ji#JEB$H8oVj16
z&Q1Dqe(J2xv(n=pXJ^cKv^evhqSU&oecj}$`pzRSt+PLNu&H^|-FLsztNnImK*V}w
z<e<DalSeLiHFI3*i`kQsf0;Wa@mbomgr72}&-`&=Z0rv?Gh@DA68BGee%4Oq?#Cu7
zXTSH<t9{+UwnXXTwN>dEvP$XSd5JP2B2$U(KUbMKXtpwYXuL9a_{=xyBV&Kh92N6=
z;pnNabE2mFmN)jFa`&dLIRCAwYVB{H2Bk_{o2^Pmx0Oma|7@jSXqqytLy|JFYrHa}
zN34<<F-=M7Jw-|FGg-;#8?7wpH&I#CZ-TP8|35`3bk$IH2Iwoh!Yq{1ZjMTIUq7X8
zSSRJ^_(8wb#Z39GCNcH1in;ms_hxLpv3=qG%NrI~pIx==Si`cFr;q2ZyHLMyb5l)L
z(aoy#y|?}@|LV|UyMOKQuO0rg5B=*8|N6tf{_ua_SN`f3h1|2s!yT0)+_R1i?WCL-
zH|W*zX;Z&FnvnMCq2v|!O4D~-E6ggtuz6AK>2*sQj<3wWP`7l=wZplaZXaA!^lr(5
z-FN;j%{uJjzFE}HTseRaHRx~x9ZroM{HkH<)NfA4r+-pAXVsm`)LmEi&aXVXW5KbL
zn{v+8uU&fe@QRhUtCkkr-=DklL2*v;y}yf6#JyYUP>c>0;SNe&A3x>PkWR{(sKKuq
zr%d~%apwGwj?G?kyLxW%<<hi6XNogU9^1a~Qq88tHxF%Gb??Bs%@2z5cYL^QS<!oc
zm%nt_jSiLQP~XQ_IgJiyqXxe`KY7~M7iMI9)G%x9t-9nr7pvwSX(&lQb9B$bD>cP=
zH!F6my0>T3#s}Nh?f9@@b>aQLOS2Az*kKPkRH4IBbZ8vh>CJ^PgI`>p6!Z1f>6s7D
zC9J!7GHKt1nv~j8htki~RV=(*RkGyfzT)NgcI;U9pkV8c57%rgy#IGmifId}!(Mba
z)YV=&jt=Jrcl_=0=)u1<O^kVRGbZ!HD{<>@oJ-u_czjN6-Qjs>Dk?HA?=4+;W5?bl
zcQ+QTy1%M$>j%qs6yE>4H0w}=4*T1hDb?t3qL0s;i-S7;+B9nLPwz~K`SR}6tOqw|
zY`A<OVgK<Hvui4kB%j_>Iq%Z8()rid?^}3#`R=^;78k91fAQ`e@BLl=(xC($j-bP-
z-afA{5A68Mjgf=CyEi`O@q@`(cW%e7Z@d`4_Xsif{@OVwWe#M+A32a*av)i|SG=3C
zr{Lb-McM75p-4NFwl!61y4oqHdwaiZ8rb2dJ0k`?{cvo|C!a)TT_f&3aXD^x1^I`f
z`q@Vd4kw>kRW<Lz5^^95Xp^-4OK;8Hx90ZWrCEn!e?6rf9qPK+{eHH$_b=B6w*T(^
z;RC;TG-lfU&n9JDxEHgg=IYGCedL3-9#5=UTRZ2(vg)~KWDaCLIgpg{#Z5_NE3W-r
zls(vCH#$_bF;R|nv3+@=x7QE1282ENWN74PPex6>@p$6=Q}4yBth_dJd*S)`k_`=s
z2g!ld=GLVg&peXaFt0lEY|_D;^Rud!Ui`Z#d(mMJIvi|cteos({qvPx9#8KNX#3fh
zgCalte#DfEUrbD^c`z-1-#arlZMhs@yy{$H>5|h)RSQm}98NoyT9;g(acov?_Q|-K
zB@KTUWuJ?>vKJkWv@!avv5VEWH+#8$`f>lz`(F==y!mYS<da`bNICG))WtjR&RDzd
zM#9#mR}zb|FU;9D|7=QG%9*r^*$o*7<4$HDjy<vX$lpcTj}E1Ny2{Z|gJ+jIn?JrE
z;rQ+secLqsI56`3i(wP1zZpNf__L{51s}{<y8Pa(H97Aj6=Ymb**32!b!XC*^rD1I
zS-WRkShO$Z{F42D7p2r$U8(ZbetkMb@5#+h#_xUF-SO(TecPP=bwI!R--eFe|Ks=>
zTb@iyS^3$_tlWo*i!&c2=cm4xx-$9R{56Spvew1l%HA0J&f-neZZ6&YcTvin)s$Kv
z%^xlYX+3xtqTlqiyGz6KK5Y&wk-f^4AtScG7(Z$C57TBY`8qx+>&v8hsgLK)PyQ@D
zEAi9Jh4CL}FPiaDZtnDlOP5UhFhB3_qEtGmy*%xq_VK%}s!d-78#Vmg&GnEH5wch5
z*KLO~WWbs?<3}!e88ad4=UG$d{gfO#=lis{S>I(Q#DBXmappHUv!_2@GH2S;{NyQ5
zR;K)2lsbFWudbV`T>HX7z2RAqX|>YDb&t}$^(LiHhgHhpo{N=n{WFy5LsH(%8kzVy
zc})CoX=7)+%p5=c*M$>ee$AaY^+n#K$<Onnqo1#w{C9bF-bmbdpeIf}bI__*g3b3R
z9h?f3uD<z7uaInIP=_>SY<Q9q6A`Z@^odoH`^6}!kyDk70h5)51EZCkL6ejvgC{8Y
zLnbII{x;W|bVS1!`YHz%N1eS&pjm;^#(t^N$vso)>6few2#Qxmx0$X?X+K4Y>lm#h
zb)Klq?J{0T?>bJ&3?Hj3>=vcubQ`1Obsw!P``aj6oivn9etJp)V|7s%TcxzOr&2W}
zR5>^{LaCfK>esTw*l+iwr9axfaOnr@mu$SdV&$%zOV;gg$}Xt5l)1I~Li(=Sv-9>G
zJCjm=@>J5{hGU7<r{9);b!f5KzjpZ74*%JA{`H6d$NXV4<K$+>$zsOI@?IXwp~0a_
zbyS3MXzHjJ6$vxGDM`)vbXV5$_c!HkzO_1kchj=f2QKAos6M}7bA99d9VZ%6cb`5v
zxBP5vQq{R5a}GAXEzSP0*;iND(#BNT)7e(3K!+oPLY0~^y_A|Mqn}sD$33l_oAvRY
zj8*rxFWPZ^eO~FM70av7E?INzboR!E6Per29ZN61R6DQiYUSLDiwEXao_|}EZBFXS
z7IfGaYO3t(Y@<}6L+!v&rG9iTr9OJhFSRq{pBzqJ_^>o>?VZ8}MOQcFRGeSEwEn+x
z=3AO-GK+5>NZWUFUwZlFz3CMf-<H30*dA)4>_>-#5gtlCIvgL>OF1!V%+JSWBz#$y
zwCKZ%c^lr@o3ZEewuRMaHY`4Qf*eTwvb9Y$d0THB&f9xyZ|2@xg;`}+cV(4dep{67
z*kLPn*ntiuootlq2zTY!fKcV+s9tXxCXV^})bv?j9#719P@Ph6vowAGg~F_whRuu4
z9NW13V(q&1O$S$Pxmmuv`1Y=xJ$JS)D!sNPr|jz6@|O-f(V?spYar0!#DEax^vGVn
zH%^Fp))<rc#p#6H_v?~3U$0CpJ-;ubzM(kxOx^bUi&X_{u9dDUxVd}vuG?Fe?!L1z
zujKlMywaw(<u4s}g_tPi=x_ubPDX~XmbBMz=f_7qyD%;B^K<cw@1IE8a_#Wk1LrC;
z>yGVPbo$V)yo;q<S2h(Ftbb?w`t5f%uHJoj&GP*>)+{e=dRv-x*hX6vh8Qac(4n@c
zo6-;&^5)!#h?kefMg4eXYU1aYXD)fSF>%|~V=3hghvwHEDO-5DeD~suyLT>c+P-b=
zP1YgbUbAuc-Q{cd-&nq;^xE5^?7$zS4n^otfev-(a5^&h^~K>4&##V)`u_Ul*^jTs
z=H0oFu<gRh<nm)RX|+|ASq=M2axU!Ly{xIAaP`eKJ2u^3v19k0yn_8V@-~)Sds|v`
z@X=LvqeEp!E2SPC8Y6>WUKtkg?0QtxH@7Fv{^XsQyc?I}x1BkiR915|wYID}v!SqJ
z(S^;Wc~{r&U3p{q?t)uOb{F4Xv}6B`McYcQy)DWPM|EX8I_yD*gXnOqr|a+M`UgF~
z#yX7KW5#^-VB+i#?oG|Ra&6|;<HWm_CsJy5*QB4?axm-M+KSxE`DOXna!c0TT(Ez~
zJ6U`8U(eiK+Vr+4JO9vOU$Bu<-O*Ax+0*6K#r{FhZm|yI!Kg8hJ|3TV=YuIr&fc7{
zx%zxU$=;K*4{u@Z!|Lj^vw4+S7qbuKT%BLG{QA7ojW_0%?YWkEp!Dk7(yYS{>`;OZ
zN6?|6hx0F2`?vn?UDjcII&##9kH^kx`e;h-@msMQ%Pz(5+1@a#YVFaa`n;NyQwt8I
zolULEyf~*K_e#Qnl~>7-T$xo-c<F6Xc43E|J~~QSu%S}d!Ti<P9!@{p=-28?)?s}1
zWay~dUqvM}elj_``Y!7*uEy=!cy3l{K5H<tkEPV5*QFj$smVAs>+qs8GY>60JN?l5
zb1{cDy){Z9I_yG+${^N2bTIq*Qg?^1?)CHg_;F;{_r4i2^2&E(;_4qoXO`ZdzGB<W
zxXr7s%qq$~pHz}@CZ%HTskB40S%VROEW0lDXx`DO^=pnzsatpaZBdHQq1annsSacf
zM0=BOZgjW#_~YK*cb-IsU;S~&h=!j=$5wt3ox1Dc^u_D%#jja<GjY>`rsN%Im**AF
zxtP9p*7?km8D|%j#hl5jn0$IwW%TJaRd0*3+d)m)@1>>Gx7PXTQkcP~_q&<j{-T%f
zr5_^08-5);?C>w6rtJPYdUnC1=^4u(CM;fbKWWAMyK~p3+)m#x`<={9@i!K3jlGt;
zeQMLPozYiU6;8Uc=B-ioqC=&p#%~P)nqRyVs(t6PPL`Lx>*aUiWxp<m-V7SF|JA5*
zTYij=UHNrvQtlVC(lS0v&YJsi+M=X~8H*D>Sh#fNgWUY-@8>O_`re9_(eJKZJ?Y-M
zw?-+kCkNuD_T3dvwR<1?XkGfIlg;s8d-_!>eLC(@2K3#gj2gb`W%T&PKhK<&`NQm)
z^S+%oE9vX`NeNFDq{MxdGcWdwC8;r=FH4{Dc;)=)N9!^tJzD?PC<p9RUz~AJdH+LG
zl}lfH>mGm6(Y8YA=2N8fYFnU0c3Y*4?4PSd56$>JZdA&vq;ZMA&YKwjJR^F>FAJwk
z|2cQ+v}buSQ+`@LJ^IJhu@iq-KV#w#8)m*OO1*{3yEpa3rKe`9$6ojtR4DCjcPU*w
z*DE~(mn!|+XDh?Q)0F65bCj9=;+5G0W+?Lp$0!*?rYZ}EO;K`(M=N<FCcViYIpNK!
zQR9DKKYHBn8{V3C&ufc|cXh<k7v|~*6d%J~N~rZ(rGv|2Y%yQy8#qT9+BRO9&>>cd
z?L1XU43Ab)x=mEldrVNWdX87JBgQF<BgQIAdqpYBdyiJuz}h}<%lS)MqW%Ldl`_Rr
zvrzFhSgQnD<SK3LQ^^U<QhIyGD1-f@m8jO^m8n5vmH3b`N>ZEA%G|aim2}8#H$qw1
zZn%;YHcVO4eyEZU%ikJhy@R^4mN9A-dD<=9vx<7UDEkKnC?#V$Df^~ID#f$LzSy2N
z^SgpYsb8+n&-pZO&594R3pU)(+`jd0TG6gsbNBAPnOwH-dQw&CwZz);s|gL2=VqL$
zdK>=Lp~YVR+TmY2{Aa)Uf5IO&{4qYP2{l%>F+S|>>8z9u2vEvLcT!3xM=E>c$Nf?`
zFaDdY3+F#xw>0mg{8el3=Wf_?XTjFOcjoWhdwt&SvZj=hiYrN#2QMYo9Bzz1R&z4`
zMD^RCY($53-a5)U=G8k`-@Lbnvr-Wmpj3|RtW-`K@TP3$grE1N%z9dwmG$YS+!gPy
zUcTwh(zQi578R6S&D>UbDXsAE`MLY*&dxb-?9A+%6ZNxdj~z)oTKhIM>#!ajHZZ5%
zg$^a?P}M&`sUFc;IW%$L?^UrAe=46d`^&xa7k#uXd(FM|OLyE@v2y>F#p@1|1F3CH
zCkHZb&*_sX2hP?cR-LPwbL8ZK<hrA8gHm9xu1FmU(4hz&%DOu#hx!F5HN!hAH4_H@
zeq{Qj9}mu+^F>)&?gxbnHr(EvTimodzv6t}>e@5e8&93g*mmyt{5==y(+^y#NUpe8
zGPnBlzSP>|Z$q;V8_;1>kdac%8tZa&INZ;_dF^2R_<_IGO^g1aW>(7M%DH*(@6FhB
zb9?r_OY4_ZH!fds;?&ZOXHG2HdA=@Z@1;Wv$}jIrEx%lxeyFi<{*jY!!(TdVMu$D<
zP=O9L=x~hni^s<e{Pp<M$=@H1pZn-=^0ND7>07TCE-1UOWpT~v4J%I`UA3X{NdDFf
zRe8mi%NLhjDa<Upx;?Av?A8T`PrVJwCfY*UVGHZs_o723Yba~``pdN-zn>aA@cF4J
zlfOF^H}A8$r2KnTsoR_OWtN}anOk#gQ~t@r>((|_tlV_5B!B1SJxljr-I`t6v}sY*
z`GQ5&4R1rU4ja96l&$EnuRUuZ(4n67D69o}eL8C3&yABOf73W4_0toxSKO{n*?Fln
zqx@viqMDj*OHWp8Ty=K;+Km^BR&BqsW5wR40`ed0mQ-F?yQKQ`+wg}D+R8R`*dN9k
zh;FRIKnK=>ygEB(;7{kHr#!h3oBFUJVdeFj<eg^^q?gz4T~JfCbMeXjTb4H#ZCrP8
z+qx}RHmxacTDzk3+RFTj3oG*vop~FS&9p^<m$tGU9ZJxl8Xb<K!`Z<df4w+*;18E4
zPWj?;Oxpd%xK&r`lXjjum|AwYB=bmFan6b29m^WGZCP`1<EBkl)^03pTCuM5+S1h(
z7niO&)c7_io9)z^b=b*z_p&h7K(HR=WFOzx7Y22Fer43aZ?8|7@>$c=wA<%rt~`Gt
zamUfabIU3ZWE|PEKl{Y?;=IO<J6By;y?x{5<y&`N&D&bql(V7YV$S-5jc>zWI_yG+
za&)K-w^tha_`JM4u*0+KBL_UaGj8%nHz%iEzZARTbi=IehwGC|OAe(U-gRKX@q&`Y
zXIAf7aei6x`b)Wm+pc66m0Zo*R&g<F%fZICLD_;GHqjPE=upwlRH+ZQ`@OM`_w%NK
z?Z3Y>Jo1b8qbA?K8=ZQoY5MYG=i;|jo}5!sT$ftCr8?{An#!DpW##$ja!S`;%qrP>
zd49>hE2+CHE~FJ6YJ4014}0$w*3{N^e+PTncHNe3@4aD11rh1J6G90PNFWK20wIKi
z1W15{0HKE7d+$xE2rAfh+rWZ|1r-Z+z5mnwyx)89U6;r{dk>z2-*Lt@v$C?rnB$)7
z9}RIEr$NT9KcEC@s8?S0`HaS<Hy8B|J-=(B^WeUf{pCA$UTv2NA(iLc<T>pg*@>r_
zrIB^MHNmKJz^@Rt`j&-tc$LI<(o53M(u#}E(DKV#{|z8V>kyALWbK>@<p<{dIIX<&
zeYeJj7uWR;3=SA--5#*8J9pof(eSsEu;>ygHo1$E8QJPtBy40>a%<W3-c`KQw2Gh>
zN_kkDYgt@7sXV)lTvc)U-v9|ngB)qd-7y2I56t=8ro8yoMfG)$@9FOC8#2(k^wiw8
z^|1}DqTfl7d7Ts)bAgf+(&>@SYo!-?H+h$P)N`ucYWa08HKGQ`>WD^sbz+laZBG5a
z0TPjh#0^uSaL070-#_bZ*YQPzH`G_%8PHO^^g>_j>`POd+UGcG-Xll9gxjQ0=~YT}
zV2@{_Z#Ogj|C<3JwepJy&7u;A)6z1#({bgtO)38hNLn@#($HK`+4gClTlb+3#Id<|
z?yIi2_)JUj%o}~p#<#}U;t^|7%8;X%>;Z`{y5k<gy-tttzTzF@dC^x+?%^d7&j+M9
zoeNIGcS$pB&&Fio&L;jVAO&g2UN;$Pw@x1E-aGZ)-Ti-D98z7?{zh|O-Dh3((vL=F
z8Kc$?F)y7cp+jz7{*OHTeEOLJ`dzk&dYc>S_P0RdaziL}x-O2uUyG30UWtvyT}h1j
zH$eK*2~fOd;-{946CYjQF!AD`;+*yo)ipI=G!zSe=%{A=Ff@q!YK;|-5*!61WLNeu
z&4clb#c&_uc#{YDY$BQgaefr+=lD><vwslDx4j=L!1X5t{2L$>X{cGD@T_OC!li+g
z6Wd1==U0DGS(}f%e=?d!i2*}RF<2W4z7s6ipD8ws4|Kfydmksaw_F$E8v)6AMCj`D
zI+X12N=mVRDWlp9$9dphBzpcEplFf8yN<b-E2sm}_IlNns;`O*^5E#|L{Qxx0h$Ly
zV4%zctU3z_I-Wo=AOqc)1U_cYKe!f7-vyQq--K59uc27GFH&pUFESkNbDWL!r$pO-
z!<YKmm|oO@XnitEq2k->X}O@dAOQ}q2m|Gf0#M({2L1hXuslKmM`aR_RS7^-a{zC3
zd*EoG84yhy2-3nqu(mZwbg&SiYY8!W79jsu^tMgGG+&;IDgQ8gLN=_KE{C1-C9rR)
zKPavCf|Hvlpu61}Om{ngy`n9U_T#|)AQl*htib26CHNh&0DmQO2vjly(NR+nA2Wf7
zW5y75{NHf8b26sv@5z`<m^)DpYp080%N#DsLFjO383|NYIe^wWYcSeq0ocuE;IP#g
zNZX9SeY+vhcNl>8PJLh_{C4Sq|1Mn!+^qw_2=TuH#OV1U7-gh^`({J<k%bVax*Sq;
zHbIKTK1g;@1v$k4qFA_3VFH)8!D7#0L6px^j@<t-D@FK_kr{g5Gf&#*UJ`kiQW<@R
zTpxSOtv&t*sVAX_a3OKL{8z(&*6P3O@PBL_LeTFbNO3kqAb%16KfjAq^L>zlSA_(M
zA;fswd<^Fk--L*1F9Kw~Lw@ms0akMG14gE#kCqp4*S$FE4z)7&7P%q*rdxaB71H^n
z^UmW3Bq%cvLC=%HXdfpEJ=-UqSPmK5n;^?{A7t2_gj83f?+FaM(P%FDr8Jl|Bnsz0
z@{bAa^G%4j<DC|JlaZ5f-Loj=s(VHHWlDYKC2~hjr%OjpE2%4eyg(Sz5Q;Q}qJ5m$
zg9{)<<uAzA+61{K`ykimBxDgyzNOI|-X?H7o<|4y4T#0TeSxybTip2gYwVQN%gn5-
zURpuk1^2STbCkN0c2ZMWlUr*+E#*x1c!4nV93@5?BxtTU9%)EJ8gex^LZR_KD8#8j
zzO(6<Y!9cAR3G|Kynuf{JUHxjaCqEReoWd$-^ASWUg^bM^t|#;kJ9QkN^Nbu8_GYZ
zr%TE_+VaK=NPlWT&y!N5ApvzkGL)A=KGN{BGgo4*21QP0p9`pj*V*1)gUP(0d(lC%
z>k>)w#Xwo^Ib<Tvuuxx)nOon+C~vIusBA2Euc<5YY%I^Gw-k<-e>6yth6v;@5|M^1
zq@fV?_R4?uQLNOyl{uPyC?UJNEMT$*(mBDm;{#%^M1*9X7ljvh3gW8Td1-acoV><H
zcG>B2M#brTT2*5XqrNiJtGRf*KsZ_l$;PP=x$_T5MjCQZC#G2AfBGnvYG11G=I<(8
ziNmFI_QM>u_-3+yLN6*AoDB;rZ4pIRHwcpIt9e;X6@Ep{g+ApinO+sA(^z%YDL$u5
z$ICw&!jOh2q#*_Myz`EuE(q$Q)aWbzsI^f0SZi-SQbQy?t@QBiFYpe#oXSb=iVMhX
zi3lyN6Gzrm2;&=y1JX|C^YdG>xn-?MNJoNiZEd_?W7&9t2=q+*Q$sZB+@~Q8`A9>#
z`g*9-Q~cIwt~T0eXa2I$g)~r2^}AU_4?myDPHs!|&#j9Vm6eA}YYIbS8goR+%^5-2
zt*L>fZL!?4wrE~WU6g-g#d!HggA{3qK^oGLhQed0hk-OS=qY|_HdA}oVq^Zih2VO>
z&W(Gy)HA#@hn3Wr%FV5a4=OE;64zu)qZ(7i3C)Qi8Ex^wMePxS()RFx>iY1&hRX5s
z9}URk#G<Zw2HHm{LK>=1twUXqy`S1lPmXlp%!fK0UGFrKxIGmf;jIN;Ni`Xq+~Oob
zX?9#lO-fWmqdYvmIXWz@EmD%-E)Fhf4-Kwr2o0{U8ZQuuzKd|AAs%VSLRoDI(ol;u
zpdQADPLq?bx~<Iz&f;CKw-C8qHB@P1F(auwhn<s~=3kncD6Ec;lQu@h#57A~$!(#s
z+;*X~q&+aKsxe4XUo~F-SA!gB$k{gs%8vfif%t~b!+3wrSoKA(mD&As_O6%Oo&DPD
z$ze6+w8X+fR!&AXw?v*6SS?EyH%Jnqnnm%6t$}gb?f$W)?L1j!lYeAg^>_gpT89X<
z4vE`Q{{U&IIQl0vs;&9lsk8gdMWYi#S1nENT(l*fKTF`8KJ6wctMN$4F7wJxD&Q1H
z<p`=InIZMUw20IE6nTqZN=BP+N@<&qyt0WMS64k=K(_Qh8j?}(zX1JrRv%sTtwnA1
z`)=)>FRvLY58N_0xpvit*m>U3x3--mE@*U*Ppx5O#+0**!ixPXf(k^nyj*D`J14H$
zJ14D$kyG44Pp@iZq|{Z97l=X{BG*ra)NRwDNO2a_DJ}feadPGBUhVBecMOj8^_v;>
z-m-RSzU06z>vjprYNy1>n`r6bb*y}0HMfjc5mfC{CaGhT#x#1ArZ!Pai<&5f)%Dce
z`l|5)(MW>~X~@_*4a)ZZ@uTU;{I^}I%b#A;+Vb$BuF~}Z6Qi?zSVHX$dshA>XHoJw
zx9G@Dj}%dxR}Qb4Q^aZtET=Vyt0?tRHLi6@buP8Jh}s%rMPvDRftV#Ims^L<so63W
zs`kwI)OKX<i;JpD9`tE!xG|`sbYaNI@brL{V`;w~BjXk!AoiMTc<4oUIj@_Z&OF1)
zrMCGMl9~fc2&cv6_@<}|yQXABQMp4)bMbhASfoLY=3xppPl5W~(?+^~b|6$1Tpu{K
z@%#%NrM6)MgUY8C_Bn%g?g@{aInsM%Vc-qVaQ0<p4850~NIuU?b?FMsa6B8DWp^er
z2X{uEi|xqD#hxh}HxR#g0;HfhkkXBlKeg^e9SFr~Hy$2cc<%YB%`I=Wm8#J^O8#qe
z>*SYqMA>r}x@dsH;r7!6UUyi*9)J5u+^!2EoUe*xj#nfxc9&$axQp_5tBV<O%ih9-
z@d61*L-xvvP`hs8OVok5*}rAVxo1j?o8PHzsr;mMB=4i1X6gqsv*=Mf`;a$8qW`eF
z2kR-5NgHJQP#*F8NDl)23HL(;4t>%<yL(YWo4axm_D*_;<?Xz214)0P4CJo~AKF$Z
z+`Y3v;oQ?L(@(!sT3Ye_<mQ|o8V8cT>z<7IZl)Ld-Oil<nPlTL>fu0t>*Ycn;kdfK
z;!|9Ph3-x-#Gd%);WWEv(F~iXawc{t&D-)x4r{zX#v%pOfxz5C9f<Qo3nnzZ+cLBK
zyVBAuP}wMlQ+vZf=couw)p%g1!vd0_CwQ2Wzk6AdzH+e6U-&r3PeNP#N3osVhX}mw
zhZqOkXo4g5eVUWyyKKUEf#SKCn;p|I-PdMd8s9IPSc>`wnQ(AP92{FKhLhX*=qw60
z7$2d7tuhseCrRM0;S5YINAT6b17Ft;g7j@5)Bp$JhFFL)vVwSH3rI0BhfLG)a=T$N
zrW17_>TgfO6v5)j8L(|u3@H8?0*6;}L1hCIG`CT}aJLI!_c;RLpgm9y+X7t)2draQ
z@H=h^0%Z#js+faV#SFqvm_oFw2_&2}g4A(yws|t9ws$h7;PEttR9HGC8aDqSf}IO|
zVgFK3IJS}mr`9=u-bQOM-(m@N+s%Qv!xX5yOn|=I7+8CZfV0OC{P!9_prSqmE9!w{
zpDxJu=|JrM@ltzcA}0U(1WeNBnG>SmugO8MZiWxaL8!22Aps6Av4InRS%CIR6EI$F
z2v%$Lz<!+$IIq_Rw+&k0zCjb{8#TatqdNF*It5&WV6z&CHlGCXmhl1s$m95<j+QU_
zuMi%Z2U3-#5T&&iV$60x6#g(oP)>oEWdOoJt8W4+{-a+k@jWY<`i7B7f909)JxncO
zKPOlEJ#($+4G~-UPh7eJ1_+me`W$Zwui4)bjfekg_|H21cOCwJ>)^Nd4+uUu4<eM8
zKn%Jj<4kuztleRVaytc5ZzBj6SbqtWIF0h6-QKVhX|KF8ykF3AeV@4(^M=S3f<f21
zz{jK((IaA4$OGp~p*J0GN-jCv3LOs+h`b&j{Vx3X`~l(v^H99G1mqfPA<1|LB-k8*
zc#;N0F-(3)xpp6eLr8A~k+he7@jlO3sk}i(R^Wg~LGS}gnWW#XHoVWZCGsw*JL-n>
zrI-s&SE9}mu1m)Q1R)Iq<Z%SM{{SiS7qRHsK1qEIq#5pjRBI(ja@K@+PxG%)9EbN|
zLdq+V)cdJ_jQ?YHlIQ_5<7W;NdB?pp<`$(^e#5Ob=_=`5$~nThly;Zi_-4|TsPO<o
zq#*!l2--ChB9On3A6pEmNJFN<4#>nRL7I~mB)eOFiT5GAkp*}@7fU#g17yPcesbv@
zR$9zWMsC72kCN0Yl$y*-Zmro}&h5Fa#IqTVt``z($roeC!~bd!p*^)Iq#+Uci}X{g
zAs6*gax9e~%R&2FI@#)Dk{9uHtUq%oJcR#16d}3e9~*Onosx_OyEA(|it;W{s*AeZ
znu|{pTZ-!3I&vy0-Kk~nJ@WAYBIGXuk-rGpf#wDk=Rh*@7g?wiQ-Jy?1r|y_^6Yg!
zWxHbEr88V#CUJcpM+t@Z#9^`<0ntg9IEmR8yfX{B7=^`W=+&hy9!+J{ZcSxn)VBO0
zkFy#1wDU>h;eR!Vk;jQc8d6cmI!A346zOb-5;LW*MRq!)1w`Dd98dC48k=)JP7r!S
z8XVsn6rSGYAD7$in^JU|m0Q~2RaRchY^W&qXsF2dY$?iSoXN^$o=X`I5RBF#2(5zz
zd7OBZ&7~_Xg8Y-KpcH8+H&yynZlm+2)EW1@(4G1)(~EaQ?ibz@87S`zm1HyrM&;G>
z5{j!hnPp|{!pdTwnktmRRAn$vm!^7m<RtrarHzOG)gVQ)2MI_+=8;8EsEW?A(%$yH
z+C=F?HBRSMrIXEI3EBN_Hl2SlnH}C4!<RQpgEP=9On!M_TuG6CYIz<vuPWQGqB@mb
zSCi<|ST6T%%Zuln%@_|5g4RKZ&OMAk8j?^xn2q)iijjsY?QLJ{jE}sl$Lc(<bFh6_
z?&@(Z--F+s<{jQ5=gMnkK^bKdNq#|abV+t#Qbn2|t2&uqQX}Wp)<*j^R7UYy3uL^`
z%<%vr$Y%-B{$?cVaV8@TxhShGRYm85Xl?z}WO!ucw3W_K6W;b-wTtJ)B6ogA7E@ZE
zga%k+1sMgAq4}AT$dZ&0d4*h<UL6}$SQ`~oQ!C}yS4jg}3c~`<WRHh`G>DLfD5N13
zX~;i}&Z0nBZN1i(53L4=U$$FlKW?$JxmoY*ajuNw-<(I6R;97!g$e!{Suvvg<Va~r
zoHVvVCQhvm56!QYgjUrB3+t+bMa@OQqK=&L0HJ6derkwD8q(3dvhXlE2jax?Z;hIp
z-*@OAdeLRB{h-6v=1LR6{Y<5se|@26SZS7bd`=2CJtZM9FD_P6f?j1(A&E??4i3+$
z4GJ%>6G&=n1d`_B07*yAc=$&{Fwzi<a`Q~2q4*Fw2SVkqFU^{p-gN079O^OCyw`=p
z^|Uy;x73n&Rb?KM{Cs9yTBdJWe5xQXGBKn$R4%IsicP5I$7I!VV@hj%WwkYak*7=i
zBHDAu1BlT&gdh#^NJBQdUzefhxq6kQpV~DxzPg~d|M6v0^&1zgt-CrLs11!oZb=nY
zoLNGTO~_}b%Ch})LeoV>fvMr;+~oKwc2ar`E3v4CnNVBf9e=un72BRW9zcRTZz%HJ
z3FyBwch?N4JUHjuY2_vF&Z@6_epz?#gB!-DE?u(1wsqT+t6H5oc@5;y<SJTBbQvo}
zT*S=|$O|g)%aN3_vSKP2nW<HtnFZDES@l&OY0bs7<o4Y0@Q((`+9{BXG!*Qd4mAg6
ze{4Jc=gS`T)sJuK?7V%?Q0?4xOUuSyTep(41a?NNYj9knhb*j?nHX5f$?z)=$nz=<
zE%GdmDy0-Bm%A3{SCEQp%U$zZirjKKa>fIMEtvq}tI@e68>c|Yj%nW;_y6&x>)3+9
zYii5;9%$~k{LnzP{jRxr)ioPpZm%ONp_>>K-a!oyYGuUxoo1(aHSn`M>O=C}>SP5j
zwMj*Uy1Zh?x|(9A>b87BS!dRG04eg_QD{ahYr|xy+&<-Fo8t7R7mv=l*RQhl@}TC<
zu0cK3`UhsFMR%<UsW<Qp*=1+GsFy6}o~K25b^FNO&+=1TJ3}%Eow6*4Gs!u2XL56G
z&Q#^vcAUwwJKdc&9v}i~h(|rnd~_CO{gz3uy7x@!yR&b`<;N%fI{QLnXVY`t6J<|K
zj57zY__zmns-%zTBe+Wyux~R%Xg4_FZdV0SgiFD3_PyZ=xSqHq?1i*s%L|3c78e?l
zt$KRo;{jyI`zIrxQ@VP>ht>@f9$i~M@$$glKRSn1Ry4fP*j4sgM>+eYk$%DpEH?bP
z10m?CE7fm^#$*n#eBB>#{Yia+flhZrMfSHNLu_uvi?KJ;!Yps*NzHFmNlkCGjSGlg
zGy$?u2cmYl!m|s1DqMNEVnXNep4knfDl1Dqp4yo?s(m!!y`g5rJFJQDouf7PE!n~Q
z4V~!uicKNE@b_?eCZszKNxbZz$XGUy<Js7O6kp4MY(MiyrCig8b>jl!7brmSLeznn
zgSmQZCg#lW%1Lz}_RK5(etc!d_mkV=zG)tmels``^vz1k@0+8c_cw~U$5#f{?K9h!
z_>qry8WlO>--QwE-bT6Dypa>JBPk@y*V%67uZzj1uc|2H0W#-e-qinrxp;0m=FI(>
zn3|8PrWC>6`DviEA{tI?3I&Zle9%A421{i+IGmyaS&Ia8U1wk$ID)^CJqS%~L1Kyn
znHly+yoJ^GWJ`;0SypCW3$dnO%dN-5Na-|8Z_89nYwt8n)vMVP@?p)iRM<051_zgk
z&<utjoZ7+!z1>tW+fM@f!vt_Wiq4`qZU^2fIN+*cA@HOXgs53S_$hOURyTtL4HHPy
zG=^L)BPiA$50~mDVVXN8V=Ass!Q}jyJ245?O^bjXa{^Hg;sZ*{J>cY85@>I70OPGT
zfZKru!fs2T>@f$rqAB?7GXd^?V+cH82q6azKzc|YZIbGN{ID)62<xC1oQ#K-riqxc
z^Aj<d_a-XHVgAH$SUXJsn`e2!uK5%=xR?OSf7yb@N=wjRV+t1QjKFS#J`gtQ0eO=S
zcy87PuPs{OyHykXw`xGpHgyQuhK$*EHHhAR5)yWdhw^p>OeT8YTFi@y3KCc_(I1vi
zVW1p@1Y2j@qwB&7jw~_()y4XtwNwX;mT7|Ja&@p-p$3jCPJ+wI6F^?20v@ZBfwB5H
zuvQ-f&g!GUU!w#fgk<e_05+Nt^FkRdO>rg~ubBgZ%8MXaa|MV^HbIE}9uQKLK;WYW
zT%j)bMw)<kf+a9AY`%Hs;lEHzoIbf#xqKuwkVc7ZZttACDX$%S-G}klJcjK0JRjK%
z()+BR{FeV}_|F>s-&hCqU*WxJ3NZH01m1x;AUw7R#2PC=YP1O?wtFDN?I;9!s{=m(
zRgl8bSXMml8#4|6nU+KN=w3`3C0CN)xz@YCCANBwICs;BoqCy1@z=cu?E1a$+6?&I
zuo?9F9pL*v8oYPU0Kxv*5PEbGgsZOrnZYKA#O(zs@fd_MG(qTZ416*6n_mq66D!$e
zl#xYw>sjDALM>ywa;xzkCN;C4yL9;t5iar`Io$NWZP&-YZ1;fMV?W^gJAi{Uu+Z}h
z8$HMU?1F?TEd-g`a){O61TomXAR`<Hsi!uC`kDO*3by_1FLQbCn?N1$N~gc1<+7f;
zm-sy;SNT67H3d9&IV*gK{>X1T{2h7;e>=F_p-*te@d595fFH^qe2@mt&Kdu7K_ZaP
ziaEI)5_C6#+)@!@9hE^w)deZr;#)|N!)Rc*+Xy#~KJ1gie#*%9AM_{;dPJ@adEnY8
z=_j5IzvFyGcG2OAtjp<!q>XS_c-py7@H_s|z(yK)$ajm8$B8<!;Ga%Rvd%_GHdlm1
zyb8pT^}foyuph(t&ToSy9>aoYpCR8w{s1#0_`YYp^d6;LcH6Bn_HR<RyvON6VkhBZ
zT&v5~$OhuA&>GTR;qL%0S_faGfsgj}!jOg-<g*f0|AI8_jgW4t2&r}_z9x|jKE%;&
z-pIJF!;)a;P*9}*BW`?1A1f{L7A-gKDy1~}61hIL$E`E1!=)>&iHI^7*UQlr<Qrk7
z<l7;?1GvcZ`XbL8uys0wBaai0JWk4qzaUd<Bjgw>e$TQw@iE=S@J*7Z-HSM1%3yc^
zyI&+0-r&k2FR|ot=NaiqU7iK09qyIsZPb>`2Di@4O1JLRQc7=pq5IXye2<%w-vK<N
zfrB&%w@d>W>Uk$34e2V&P$y;s6d3LOoNs;NU5=B{a0V4WnBe7cFOti<8X^>55QIf_
z`o+jwS;;9)%<S}fdP!Cdtv<WLqa&x#{cJ{_=Y_;9`sJt$#&zlM0RR8d@UuG@jeJ%z
z$|$pxmqLNY`tKzMdp{Igop@d7U_6xL=Fp!)qhF0-^UsF~#2up0sMGw&gjzp&YNbzl
zW~p~UPLWqtZh==@UM9UGI}K$pDc+Z2lf17+{*He%_@Q<9*-wf^xmfCfxsZ!;(qfHu
zUn}(YysNM{@uJ+`_)!7T>1Kupqet$|?~w7tO=4kmwNRQ+iuyqX+~lkr-<;e`c3FP9
zPg8!PcUztuWiavV-uO7*D^b4#_-Gxt$Z!7a#KfcDX9m)ck8;vd^>v@B^>&ZcnyU;|
z+Zy+kI6Ga=rqa(QGyPA;a>UgU0nsI);>0|mEG<)zke$lQ%uD1J7sUJ37e@QG7DV}-
z&5&_><dM9~(Z2)u$n*Zx@UxGSfcoxP`{$q@#^N6pr`CR`)7|~D$yDWWosH4o6;6&9
z^2zkpbh>|S0$W@f?H`pF9-NpF8lILUip!1*Ov{TF<QGH=std#TDF5JhW=RAW5+#C5
zF~0)@NCOXP_}RlqLVfofbiXb+_UE_iQ)}Ke>Fj*oW~}_6$=c{jwWH(NVpm#YwkNM5
z#XB@Vo*R`B6_k(|9+nm>iOG%(NzMxs<rapDDvCs+mLj3>OtwgPK1n3J823B=(cq7I
z=8@={NZCFe^7hSw@}rBs)Tyl+Y0=p+)M<3=9y%wsw+`>nRz~!!$#>@#WiUgsk~y-Z
zctJu;bZA<5q%1pBioTYx?7{#^SrI?1xyWDKk;50COXiDv<9`PPpmh+Sb5WzvTBL2C
z28C!(sp{y$k4-06zB;45?eRGyr5k4~4Z54`@l91O9_7Upzua7UNJ@r}EH>F+9-a`K
z8WI<g6%ZYt$BW7+;K+&#*|NqWc4SA6Z^XG2PIzzp?|=a0y93dldkoT$v27X@E6)5;
zt2F<8tLpOS=d?CI=ruTexywSoqt({FwvOOlSmDM=FY*+{=dvOqGSSU4Eht5h9G2;q
z7@NzIr{y!{g#~mu8rO^O$YI8wOYw^7mH!S1L>ffM`^Ta0BYW#qDBnBdYvYl*Z#qvb
z9lE5s;qFzvLl-WX>7G7gV_V+rNX@Qu^-ZjB7s^V!!b1u;v4Y%yB;PD?x>rVYwr6^B
zE;TJbpPXKkPf72{aZf&%;*r!F|2rTEX$VDUKqRb1=TL5$0@b^xeP}&2`^5#7MGtSO
zufBFm=RoIWQ=Qs#*0{nB2XbmNkriD}4G>q;B>@%eDBn`PoLL-_;$A4ra4Sg4A{OLk
zI~P>tI2U$i5p&Kbk+OQ@eg_DV_YXrI>lAbrX3?g}-y3#KdEIqj#=!OCb8p>0x#~i{
z_P*wu#+qf9vDmEh_N4f;&R$_{WdFcsT8M8WD}qtai=ozv5=b=>$%N{}G>593bo=Vc
zbi10)G<<naf<wurnBM^+q~T{rDg&KES+QZ_XzR8~PcH45a;yK)oSwmxt2-WPDc1BG
zspsFav`D&YONhAWL=#?c<#4(^0vTt$L#b!D;lvJ6v}1cjoLyU@9M_hUVBKDsi0$Z1
zux`E-gKM}N`8yy4<qxsQ`{%8g@S|?cgyC~*C*1DaFsWzo;Jo(dC)d^vX(|>yHc(4@
zU~UrKXJa3H$I*>@)0N4*?%_wh>K)*6g%|8_StPc-94W<KPKvO+oEvF=xmsp+wJXxR
z_qx=)`=<DJfEeWu$%_@Bbg9Dowj~OEx8`Ab1~*P_dv$O@&1=<lg)cSsroYftiG60K
zCmyn~6g(l|eIAoZw8sp0@&Je7@+gqy@F>jJ_E8Mi`az1n<^5cNS$}zeNq=*IasSl-
zquciczXQS-pbTVz!jHQ7n43K_F+GpxDYU-cIJJ88(4vC(Dr-~Usqc<?t8-NH##CJ}
zVq?G_aW-d+P;u1PUU<@Lt`p(4kcfXRb+vsJOR;{L;%@mO+r#`tiKprFI-2qGF1pdP
z8@~nO=PE$SY|Qnx>6mku&{>ot^Cwh(-ZUfs>!C#{UyrYe`l_})<cs!x{uh(uK3{B3
z(Y`oqQ@*(C6Tf&FJAL7r;lBti?7m8|xG%BR*w4u}7N4?h%{~^{n|!Rs8-HlS8-6(N
z@H-%LCgx_{6wKK(Q!$O`EQ+#k3n%8lmYGSge^CS|trUXlMnBNn$poW)?qGd{1cc)R
zpq_95rkWja)Nv4?i3PEiB}D0%L!z!3WaybdzP=HZ8yG^Pp#gLl{f;}O6EJ6+CS&T)
zO~w@8ordNx7EelmZ8N2?XMO;h!SDf<)gGX+kpu?Y9Kmvz9XRa8f!jVT&<<Dv>ySC{
z4x55d$r!?p8bQo414ufq51GgHpg>s%4MA!{{fXbvT|EI)*ER`LczGfw^~H3BSXee$
z3>#<gP!7UGYe9x%%Lt&h(iU{rT7u~YGqBlY41_I)K;Ehk^lf_Jvt1W>JG3Earxr+d
zX@YFG1{#Vz1!;RwF?#PwDETdQ4HGa0-55;rZS-n-_+vr{ESuzq@*o=OgAif&TzfdQ
z5DO}cO+j;+0T?XT1&bA0V6##K99N$L(rPtuU!w|)wI_hRRt5amDWeUU;~-go3}hRQ
zf_#G#q-^{hg>C5bFQeDhKg3{!Fna<U7EPq09K;FMO~=8uKg>XJjsYmm(*o56>Y%ky
z6%77V0kc1k19tIIuv?-8PD>60ap@tTEIkOcWe31}*?!<G+Xwu=6e0Mpy{JU~JHP|=
zv&iUwf}}VdXa{G3&++--r?C`8Zfk&Rw*@$qz2M_}7`%d2fF5-UJd(A6nxhYH#YRA?
zG67<v88~-XfMb`{SA384N4smdceZ^tBe((E7uL`0hOA!O4_dvk8;k#H_|N+MXB|);
z<+f)!I`(B2_#T}PJoTjzV7LbOwp)SgrU<?)C143vfhp4jTB06!WElaa$Q0ZvEPzyx
z1(!D5H$s=~Cx;%pQTuE75!*h8VccWKr`FG$9${ZQJ;07Qj0Je2OpJmwP<KxU*1kW0
zr!*e|)Ruxse+>w&w?P1LAMltcZWEjWAE_>Q$&G=QZVvAG*dLTK+i$M5_^-rf$Is4Z
z3GW?yTt@KMNH6UA-JaMCk{?(<quj>5BHqNkb{PwxAq`Zd!4vJ__@XXIz>#?%I=KWw
zb=N?s)iw|j_Co+o8F*Yx;D`;uC)OO8skra79Q!ZSVy92!D&hxHliPcjPRfW=kH-uA
zHQJ!veR@A`kZ}|D)bo<<OLDL6E4Q%#I?6!Ye`Y~DrU4gqL4=3rfmn43NOjhL)O;I=
z9S?xW{R9N~>Htq<@`EF@{>Dnee`aL4eDElAdq=5of8*Lfe@*Q0dO_%6J#o0f?zg+o
zxn?uq+iUm4tIPhm$65Pf>R12+Y4AWAywLM3ANkFYLvvA2YYE7-)<Bf$c8IV)2omy1
z5P9o;4G6IK#FN^8V8^+<^Gc(R(DLXnsimwJZgrfe#CF~j=U%~mhg*SH?Cu4fw|~Iv
z#1F7r9G^0p9iP$0;y)Tt{@{Z;y+O!th8>&>GUde(tGOEDjJHFK?V%r$B(*ORhT*7)
zXZ=<XLU`pDMSbp_$Q+_&avoC)`43$yh5at4L+=pIhh25JF6~BLoOZ{1flY)5+*;>B
zR*mx$udx6o%0N7k2F~WG5RAND1j^=OkN=6{_tlVOxD67l4}FevKJ{MaVf<R+Yxg`T
z$aRn##(2Pr@w-b)4!Tas5?^*Lmi7{BBQ6j-BD-C#$XW>3!|Ppchg1>!1ZAX0oD$c^
zK4Sr1NCR!-WZ<E_#ZZ(7MIo;zKlUf2sIP)_{cT^<tPYJPIjX;or<gvC@OF3<%yYlv
zFY>+04iD&M#)X{oObzR#=0&!X%cEM{nqp47U5Ke6U5+kyyAf7IzAMb5JmBS09&yIv
z9}RT0r^iR0Hw<~bSTw(wjPk*BwUs}zb+>-Zwm3ABf!BDJ<ZAvfnnt)K@ugo13gDdM
zi32;>QK2nfiQx_O%&1zAqSz|;+PHG}Gx0?zgUNTl7Lo07D<s{sUy$bcfHxN4jn;vI
zGz1{O8G$k>Ir4gGC?Cu|x#DZS&X#utriX^}Y&8bbT`ca%-CZt4vglo*{(fzN!9k6@
za4{;?N0fV~Mi(>k;tJ>$@?2U=LKf{pLORM|QW!TSiOhR}3Cw=}SO5z>*L$J&{0Y&1
zvkYCAiRd1YiL$vo)#aaxwKtEH8Xp`g!fEtpJ6T>yrZ{)UFzKyQj$eI9U{Ga%L{iL)
zip=*-jLG)NlBau@B%)2%q-5{&Nph6I#IdeRV_0{E(X76JvG_*=3;DcYq#+t<NZEsC
zAdbxcQK<UYXqncg;cCMJ17%qCTltO_J?U=F?FlqmLlm1+8O9GP3J#Iv1V%)r`^U#7
z`=uwyeG8IeeQT1Veb1)Ie0$>~IoBe>IcS=Tb1!Htzz3}Z8~N@~L@esNry&h_hv$7Q
zJ+bU<mFC80^#=RyS6Q99T8uaE$|ey`r+Cn+;=DP<k=&phiBOUj92S`n6cZaONJ)_S
z=O%~qDpSJz+f&5;Jqcp|RavP2t&kA^yTY+R8YX}*@_AyUAs+ocGf{3`cxdkD3Y8_V
z>onFsIjygFx6VSXx6IzWJ>SKtE`#b>n#lCcjpd+MkOYVm!o-o$p;58nqQnGoP<C=~
zU|DKVU`uLH(1paHpes>9LAOE!1Mi5&0@%o7`Jt|R81ny#=zk-7*K~9a#Ox0>%8Q4a
z)YlHQ>F>VLWPY-{%GT_3k+WlE4%wq1mF}CKzz$4^<%^?b!I9GNh}aN`JRvYNGnpS+
zlFAKjLYz<Hg<g*4h1?YLf^P?p#XlN&$ahDewMgEC-UqsK+K-9@v)(lvU-Yc))T;ZP
zy1Op7n5v$swK1tHb8;vtaCOhh@?<BadIv-&azmx@!U$1}G)5qcllw)aC9%T`Q&{2k
zsos(2lYP*Utv=G55}&YJA!7l)XdU=y&s~PrA`RWE3U^HXTD^bfNb|AzPrB5W-#MqX
z^FoKoiRLD2<H~9Wd|oMunp)t_ip^&7rRkgyQA$8KKT#a*E02!%j!Q|T$L1${#@3{G
z#C0drVlTzeqi;wUQMW?I0ysZ&81%mtvuYw_Zb0(~sDIF)IDPnx(ws+V4&&NI&FyEq
zj8*Deu|~xWc)QFh7qYyJ;vG@Q@DI*oi}>06Fm^_WjF~2j^+-vSlT&gNT~n%(NU5EP
z<dn<Nl!TiSiu_i{Sb*Qp90vV1;?c8h&bo<Exn<J3);&{)E*zTKck9TXy;s$@w)Pkv
zuRLpMklSi!lhjCXmDRd2LMlD|_@%5sb}=uMQ6LJZ=7&d-auZ^mbF<?eb1UQyc^&bD
z+$&MenK#8Q>9<410=OuD5F;H)%O^nLnh9U)H%@%nwSCh48+)c)>p#5k>@Bs;^;h(j
zih9g-)4FW1G3|~n;ueyppwZojUFYRbukjO7s)EGCN@=)bMZC<uJS)n!qC6T`(H?DE
zaV^5G=yr&G!5!gP01s)1Kp8~(G6g7Kq42(SwZg!a)e6_{Z=Z7Rk<!BE`)V61ZtEV(
zzGkW=zhrG8y?}QN>?V?ZJE=^12h*3_#^JlP1_n8_NJDI!QU9SiE6lRFTx!wM9%k9{
zx7e!gUXWEyU%*%ZAANqzLIueEQ{j8vV$8D(^Dx)$|EbVDw0&wbdM|0^W3>%=4|Vn@
z^%<*0-nKFp-mtgfTyu72T%l0OmlzD^iyR+(Z;&6ZN9u3YBM&g|$qqE_sSGmdJ%i{A
zFgg2xYufS9Z!AEB`VUF-k^i5Exzj!abNT8FOxM#T3Qfb?XH>j6x;XFo$qmU*H5Fw~
z3{`?3Tj_8g*_(PjB;wp3xH}N<dlMb|d1TxEU=M76B;BGvk!jkW>ur3$ie-5J49nm_
zKg;0eAk*O55MwMLe2xNS&BolVLmh<9>6p$NGcXNrmQ5^syW@|XH%dzqM^3Dde66ud
z^h*B-_m$;I@0WOOkC!Av*I`dH!my7OewdH584k6>4oBfFUM4%5z04&TzpQjNde!P;
z@cKGY|HTuc-qWXJ0`i%dzLH6po~9|7wsTW4b$4fAia#x%l=W%XEcvIyi^D%DuL=63
zzLoPyZ!hzs#bN44du7r`(n+UJo*MX1KH4^)_`29nAqJM8WJczn6OBziXPX**DK#_v
z(rB*#<-CR7*8vONug}J0FdKupSTzaL(lQxSb#V%&;KeM3G*~qy4tC9wz=1^qIJSZX
zYU@2fcdILy?jnG#A|6~0+JO6EEO;HY1nzNj5GtF1^n?*QxWN$8PU=JcDLr%;w+=L`
zYr|y?Ex0!(S4uFLmimd9iq46c+#8cIN#Ey8h=#ROLXhX?qV53`jw~UA>IwpAt+fNA
z4Ony*1v0qXkjdJC%+4-kICdMLg18>qnAAb#Xl-;zy(St))j%(SQb)x%HE21c2AyNl
zR*At>G*7@}_b6cGeG@SeFn@v&R!#PWO*1@U=WHSzSb&G)i?N`-%nbBa7=hU;eXv=r
z15RtTz-^rdc&=9m)&@1;Z9ECWO(#IQSp}64mC*sj#~^phQ7GGb6spFgvQ7b$eHMd>
zyMe)oUr$m9gas44Q4T_ZwNss7>r5Q%ooxn(=NZC@1v;R)ND~Yep91qGs(@Rn0{CUe
z!DZP|p!}tT%+g`-S$+uoR~&%g75gE4<vxg8xfjw_?S-r{$!SHOe-VQT>BnGrFjav8
zb0?5c4q^w(CtJY!X@;<UhBhevaSD`XpMVo{j)BJ9BcM0$5E#!p02cH20dB!wz%SSX
z&I@;e+rpjTxo8J?FWL@%i?%|*pIbnTkd6sBql_58bu!=;rvd4}OrRc{1D@)OfNr!L
z=(g*?gR%vvoZa9SvL8sXhruQN7&sTGfK!DkIM%BHzFi&cyEVYJR}*m8wZXby=d0CY
z-H(>fb>CaO)*CT@r#Ec&X-xjlXmCL5;J9ZRxb2?_9!KW@{nR308Y~Adn{_}ZZv_wb
z9-xR0fLpW@kW!U_n5PQPWv9TY4n<?FT7d7;2D=_zu(_u94cD*#8T;5^)atq68_U;5
zFD>31J+t_1I2Pc7o*NvI2Ey)XKt;VA#*sPTeR2`_=r0F0c0G6#w*kXT5j+DA12sY!
z$cZPxHCqFS#oFLfqYH#)eQ@kF1pEc#?{-&BKil+~y|;dBK7xI2@xpS%a>#PjV!-N)
z=~w{qr-m()fw*%jc<!A6-iPLZuj(T3(_Ic+%k|*vj4m<yeqi_?1y6}8xW{P#Ib8=_
z3k-l*VGJ&fra(Aj{=?zC<!AdV*iqYixDniAo9EaUwogzN_6R#_eb4%{#aI9dJ-av|
z4Q@N80s}o$`yQN)UW2p<y$*Ug2+TGB&v7UCdK>^2=QuD!PJw5%4!EbFh&0C(TuUs!
z6Kk!%Ik(z;aXM!|iofhIVtdc=Ic|_JXg%!Qj~#KmW&Pg%ip?kMvG_*=Ve@35Zkq}$
zw9m^sFdG7t7ebKcauAtpfI$0Q;7>jT9G?@w3ex()h%o%>DL4O2&A@(gE3o@OtZ;bm
z+(>xm)JYt1xa{`au8%TcGeo^>{hV?Q_nO#i`_8G`?xWpUfGb)DXQaUs`5Ry4c?0&(
z0@3k>=osd|Kw`K7LTq+H5b4NwK2z-r$6xOwOKkR@9)o-1p6u|NobB?GRP6S`xyJpe
zV=L_mzK1zrf8YBi?lJ44?K9dryO)$R_9Mg=hxd+S0d6RdazW4Z43x$2P!=OXo>y{o
z0jdH11(Et2ARN2<o7h?Dlh9NB9iL<Lnj^vvdqp@r^^7MClG8jM67!h-PG#)74h`H}
z_%7ac{2kr}yNBE}_(AU$hi9}#$Cs2Er#CKR0c51X6+P2?qZ~wl{AMWfyb&myi#oXs
zVs+PlkFnVOG1B4aTM0#LSjaLR;_>Ysu|i4rXfoPON&@SuYX;|{OCj%qa~1y_p(UWp
z>0)4;V_!gn(<9E$?4`oxxn~LSwd+^_1wGf3k?&?Bg3$LNMSe3H<zn%wOCeEv{ij6J
z-EZUUj=hk%>I{a`E&Bx=ryHCg>Lsr*=6PBS`z$q?+d<A2w78ZAo+i}`8;D(^TH+m1
zIkBH#Od4S4yFF#(xD8Ws$S;4%KN_g0Q|yQQW-#)bk?6M(k8-gjl_g(Owbs2)H{SI!
z8Fy?j)>*et>W;l8Vi9`yeCk=>5U)1xNZ%&9+`rBvJ+PWuAgZ8Lq3%mtXfgR}Xdd}q
zP&VZuH-kFpo$CI=V=RD**1;3)ukw)J6r*b*8u`sc)E`V!Ui>LbW6eme!Oo`{*kkt-
z9rdn9ld%^hOu`wVpL?@^kXIcij8n;q;g>R#g9>TcA$gvq;%tvbNv6kzur$xx!O5QY
z`H8g0Y&rcIZ7jeY<uG*Q^8^Sfx+dawPD5Rg+26B{FM6M+zIwPwZ^uBc<<Z+|c-`K3
zSF6rQ8X9S5Q)_|*US<9veuaLKf?OZDFw;9DG?iHxmc*!)CNR#1$1`t=W4%!J;q{0U
z<u$~Rc|H9lNW%nRqMmsmA_8SX2`DSg*#F0uykiUB6rEc6v`lx~{Xz?+t66qB-AP2N
zmKb;RS_5xtSt!q|AV}z!#g__Fxv`=|-xP72Po6ZIRT(a0wMRs<Z-j-j?*>WP54mCN
zCthO#9!P^1x<?3+_l`mulDAKV?0qvo79O4ds{G{g!780CcS_BU^yb-Wx2HK<)+bP$
z%A=Un0x8EUGc>?2MJN`?1yQ1C|3q;FH(MI!R~8ZK*BlwjyA~e8y(0?d-sg$9gWhBD
zj|LX{eFh^PG3$}{-ZlmD_Re@;dSu><YSm>A>$EpruQWN_U5L|a&T_J-N^x^6il<Ss
zqI{SsQa&eM94wHDB1B<9a&bsNhEymhi3|`lMG68gMg|1j4i*UR^96#(J_y#Y08f;|
zu+eoHigd)G-$%xl$={0hOn*~(c+S%XmBoEcnj0?F7$52=wbrc9b1*N>aCOK{@*t<i
zc{AgqxExu8P#_7DibSDt;(*{ZDNj@w$r05@`id?@a)NJ#_=)-je!|CWgwL<|M*|1>
z?w{u;C9Fl~A8wxXxpddmS9J&fc-*4A@K&q(`tuEj2U{wwG^&d5W(7G!e0n<7O`gPL
z$l^J^l9&L#P$m}gBcjC|X^NB;mLK6IsflESbw_$hZ-shG`UKvg1MIOt+h7xbhjNf`
zbX_E)=eqoj6F*e$nEd?o{^<|S9-VvjjM}=+(+2w+&^w$;%k50F3!Uwgawx9R8FacN
zh0PWw^8NkeLxR|`vJhr;Vi+wdC)_=%DuNQ-8Q~FgE7U{Q7vLE&;5!yTN1rc1-dl#W
zq^&~d53HZ?wr=aBCmnmH-0j&vr>9$WO>4W}zN#j3wfq`e<J58|+t?yEqBP&rQ<%+S
z@iKT^pEOYbBRM?SJxMNhOUw!*CRRvY65FMu<XfSx@;-rE?11lB00U_VLVN$QOOWqe
zuJE;DwZhAm4HF*rY@K-h%HCOBJttN*bm{IXX){&LY{D7JYaMVAl_Y0TnLE|L*o)~?
z;O9%v3-qVtgar|^<AMoUnV}9@Wn%lRHnBs_?O?}@em)^(fISxAh4POO<h>LARDk>?
z3LonJQW)x5rf~Q6a)sWTyJxmuRbElmtGz3)+gLfd1FI)%!CQtjx;XgPQQUlL7@o9B
zUvF}G0LP_F;_pxz8(>?KF2t3Tim>QZCF`;~fi^`Cc(%ENtg!$#S_3Ka{;3NvP__W`
zx^*t*_H{IeaDTbNnZ8}q>u(=hR(wr!d-^3qrI-trTH-D{Q^6U6txr4Inbt}pyEU_E
z&Zh-l_(m}s*BIkx)sW7!XejkJYi#j1Yr4%duNz=nRtzx_j9&r%=<}oJVjyP@W}t2+
z=IYrQn4Z69Vmby^PN;vhXGZCRV@tC7)Hlg*>mLleZmt$^1$7`UIa$(rUG3a1&<KR{
zKCbrX1n$=7#59ZUSf*)rhPQEdDa+_wE6ecwU2mhaPwB?3FWik=hJOi&W-CDAEX@6q
zshG=6(=c7<reWId&cxI{T|KdQXwR&yC&!k`AFFMYKGIbTd|-Oqw;!iL?{hS8yXR_7
zxI@F)-(lNZ-wtrHxGixpxgF<fcsrA<f4iKbcc-1Ad-on$@7A!Z{-qI@v4HTIm}gm&
zFjuOkU^-i-V48l;VLY3yQ1EK)<cwE}v*TVWEe#u1T_5m5Yp3sXlLPc;xZ~t!PHHaC
z$XX6h8G5!)IY!v0L8j(UrRFBj;;oFHWn%T8mErWBH{*0)T(!}8{>(;u;2mx(KFcR!
zt`|+fbk<J7)T23!va8cDxgX{!q>Qeg5;MAYcIfDl#r)9|t68I(n><Dhce=jE?n4`y
zhwR_G9km%{C|iwkR4qmW)l5gj)QvvGX&QV;*Vg+`q@(k(URV2Lx1QFg2YQ+x-yz=r
zk~^6gOjkMTKr~Lo6rY=f$-F%klkk1v1ljjZQ$;^^&GP$ka3KTDV30v$wKM2%um_7R
zII!Pg1*F~P$dH(zjaeh`KVX1nK=eR%SO*=FuLU_unyC1v4yTWuf}Ue)@Z`7}4E>S|
zMHozdjRK|!&0(Zno`8uNoQjdcl8J$^ehM45&-8$ObBS<t5gyc*T7%9Cb1+$L0@iB{
z!EwDFxNXz{`X()4Z_z{#qv{a4?dR-=Dtbx%3CP{40_8iEp=sA~=-oXQjpZ0jQ4<D}
zdJcn$LOqO-Z!;DAVetenSUs5xo2NU$?pZc)Xs!jQEHDC%KlMO=i8h!o)d1WwGzYR=
z6-X=449H4lV68j`{;QNAc=Zv8TyqE#*B*qdwFjVh-F~P;)c=y=8ua;RPzMCfq6DHI
zh9AsQprIUu2!BnogLP9ZVcT>gP@Jg?M`mfD{NW^M&Qk&X`NzO?ff8UB9tOLG2Z69?
zKe+v=2(&-<0DJK+bo1Yd!r$!>wPYJ4E!_&aW0Ky2KEDTj{yhwa^$~-i!VCpRl!IVV
z4q^-|Ch4H>L>;zII{}K*kHV1|he2iLemM2VUeKPk8w_Xd1k>5u!D{wau${9RoaSr<
z*Et)&bM87|&0P!r^HxLfyj2i6CV)f#*A_b_gQenBusbjv9FNTcg8F=LHe3t@+vVUy
zT?=^5Ca??L2DY&~0hhi9tP2zYTd^Ok8V-PE$3d{{Jq#AN4ukoFBVhJK2~3BNg2|hs
z-;76(eKP)hY}Dxcv3ExBOa7x_`((iGoeKE<(}8ew7Py?64@85-K*X&8XUbY|^xX{j
z;O$@+y$ftp_kvCSey}b-2-x~VfNeVhRu`1O^2SlHxPJ`HpBx9X7stPwjwpXN8CCvZ
z{8{Cl@pqLGV>tdRz-G-vutXYgyQhK^>ckL_%mTNQ^MS0t7|7Ta;Oe>_Tv%JcDQG7+
zM55>^=>XW}90J>tBVbc=6mZSQ!Ma-+uvbrjRi7$Y44(XM{#@;|*@)Vx>FB99re99I
zGX0@8YznHs0&I~6E2P10=M-?>I~~Y}{s8wA^T1tqF?d?61ggshaAR%*qF^@=r2D~1
zei$4wkAi*Saj>gA0k(~*U~@(da2M49dr#ws)nm;s7SFXt%}2CH%syzpH2b3c%>0MO
zkU5<C75~w&Z8A9Qm;$aSi*Y~j2hddJ0YiHUFwIs1&1oaJ({=!vrwAnRA#jd83WPKj
zaLhXi_%f7-)oFrln>N^7&;i^Xy)W1SeUt+kj99!ed}02<XvpHL{$oqfd1wV%zXI&g
z^BWdvAfV@I3i3Df{eOV>@p-_~Tns+OtH9fS6ELVd!NYey%A}OQRdxbg5>EjkOY4VY
zk?wbVmHt=zCZjL5XH7oaTsIrF9x#86eQx>8@~zdN)kpIO*smsct-;`LYtZ`@V2?D|
z{LF$-N6PbO4)SwW?C4zZQ(p{R!&TsCvl)C`cLUSw5O@ldzfr<YeQ}M``Q(yn@PUwP
z^4_7;{GELrN`2aJBR0LZFL4j-pJIpc53z6U?^u7ZzJ~i^amnVpNslcU{R+UNJj#C4
zBy`)I3{2#^IeTUR|Hxd_%UKM8daEG7YBTVh_kLs3ls+-JCr3Slb>32BMz2W;<}aNy
zte-m;*gdtcaC~Ch<op=dO?qg3$E^?h-0d1}#JSgY6yI(48F$A1n`ImRhuN<Hho6}k
z+Rt-G-roo9vGS4c4mvysy^i}&2+>&yA?BOE1UV><`csdMuzfU!nE{5+JS3KbZZWnG
zos*sV9kWPx?TaaY+ts>Xx9#w_VtduI*JjAG%kGt1JN~V6v%?2`gX3pht>ZV#UjdFt
zgER6rG~~Vgknavc{h&~ki-oD687ZxmU&2i`zn9qUdnI&Le#T?y46wLn{WPKNElN1y
znrpo4C6_cx4<XOvoMSottV0vy4E`Lm4gbKa$?>^ot<!7QD#ANLnezwx5|_`oUjdHD
z;}OvwFBAE0KJuF($n%Dy>r!@n;kRgw6{E2Rn_op*?;8?3pLh`Hu7BIl$MTA|z`lnb
z>eA&NMLt7L^k^kz(oee-c{MoKu<8iyJ~f0JJ{2f~DIpHK7m!9sd8GG_Ij$e=eg!xo
z4Q}YVWFgNRh`x_7<awj^q4)J3o&QOG>aUSRy-iQ!toA*Oa8Ug_gsgutfN9z7$HjNB
zgv4fslv3{zORJ%#Fe}KptWwu<-(u2fP64UcFVA&=olSm5%OJlbr%~QIr%*>7egzO#
zOaKbf;fwsH2z@6JTTuqFcgFW5rMd4@Pc9u!*V!<TWUhE8*8apLDM`O8m}c23VB;J7
z1jK5eP-;0-MlYfzc;|a$vU8|KewmayZaSrlmr8xWP4XCGCV0GXmwS#7<2>Iv{fd7y
zxTDYK{`9@*nutQb)5JZ~Kc^j@Gm?2?$xx2gy8d+2Jy#QKRl1{G^janEmh~cUe5HU#
zEb$Xj^Vw2*mUk>Gjgjh`OwZ#ccvktxd$#jqX}9<>j6qfu<GH7d`Pwa#`PTVYfHPVL
zPn5;@BP8g)9gDKclwH$4WF4F}oTt2Kpip!5tsLXsJt;VqjyQr|V<g3*Qp~^?3pvDG
zK>#&_D`q77MzQ2RNt_t(Y@W=kj32>l7D&CW2&Ak5b{Oj^UBY@v7PH<Ee+9UpJ!U%c
zngT>Px-R4!C;iCSIptm6{+Z8;k1e=gs=o4SzR|9(46Jf<qN8qgjH^XSIL$s+>_bc!
z@u^7x!HhWn2$sxG&XIC5{Kf2IK`^^9K*a715OE%HM4Ta}kTXmbaz;qM;vWsnpPmyT
zL!S5l(e>U@Q6^o#c6F13h=PiOiin8hoO5ha(}acw8k(GQ&KV?U5Cj1MB`GKvG3T5e
z-%-an<{VK}*k}7Z-}%;i80L>_wX>X=D()(j-&K3p-LZ!2=N2WN58Jc^o{brb-W|7E
zerdb2%89LBCi}Yr9CoyYdki$ib2iteg|%1a#<rA|Ce@YHq*oQTWS8Z4=NIP<7Z&90
zE6U3|UtCb|D5s#{S!zN4>$v><_mTewgyVBa$K1Uhb7vE-OV?_y?}G~5Z+5ElJ>IK7
z?~lC}Qs;Kil@AYj8t>}m*bjGxF?(BMIUP+Yp)GaUF?H2NNtG3q>7`{&*#)JY`8mY{
zg;~YBi!+MP6laz`%*!fymX=lWIzFrTUDUq;5$GK<@yxpd=dl6j)4PiLW&2vL7rRw>
z?jO<?ygFefd2*Md(!_{|;pl*$-PWEE_s&hxz8l(-LhG6{qAMB-5=-jJ)AFhtva>4N
z^U^A|7GhySQDVi(qU5TFdC8Se(^JY{C8U<Ujs7<v3im;dIQC#*?%s%J|65m3KI~jg
zeR5zO*X`qK0vGVzBuDqzE9@R~HyFY?sm=XCu5G=M?E0>R;EMLNsN&YVgxr?W)Qra3
ztmKBa-1xe_f|$CUg;90K3S%1X<;B)NO^>U6l@MR^Hu~RySX_hOxwj7QKI~jV`8m9d
z@@DS}%EJ?@DA!Lb^PfIuEHQD=PJVQ+tKOC|Z|jcj0WOV$;og;7;sT3%QX+D@vg6V>
z6(=XPS7*ewwPZ)O_T+_a7|9Q5JyH<T_Geyr>(lgzmRAXpO>d+B4M@OsC|ZEo8y!TC
zIQhCmoIE=$PHtaZL@u6J<U4xWaPjVAwsJ!UU39wku`FB0{pr;^LRlr-V*GQ5lETvZ
zGour?6edRZR;GscG-U*D?#}k_-k!tRd??qi=Vng8=4Yvan_kBUwZDu0Hy|0uUN1_)
z{sS`8FG`;8okwn+5+YZxE+D6_$n)&Kpf5gh#(H({31`i=Bc5ip2mBoH?XT{+yQA1?
zV+lbCJJKVfM)G4qx0fdd3^%6uVp)*S(6$V(;e#2hZPzorhhHSI``^U+_Pvk%Hy{I_
zL6r!B&Uxgo5q@(0fB?C8R)CzjB|;AUv4(r>y3T_B%NEid=N(lW&bS+uonYJM9SdZn
z9ggsfKN#;9c_1w)WPe_`|Gu(l_TGj#)}GD;=APjsx4j3FT=!m2a^L$p&SUI-r03|z
zuzv&c&_6T^kw;s2$n|kPa_%r6Ievkk9K0t&cHLXeHFQUFUe_%%siqtD3Kdsfb@MNI
zo2OsE8i;e@E|F*BJcCcCvN@;n{Jl?=1$&%q2y;8x8NoQYEz<eq!6^Ev8<EbZ-i9-d
zehzjy^fln$fKoy7VIw!WImAuQ?!k9q9K*XHu@_{=-wVjV-)p$L9&68QerU3^@;+@%
z!Cwru^gAqr_&+%o5x2tZg8qng_Pd$t=5-^_lX;`u+x14Huk(#=j?<0p{th<}``iEV
zCw{*5bG-JA?Ras@``>_CE^?=bkn^Kl<j{U@vg<St8OC0azE|Ruj+gShjW4xC%3l~u
z<UO~NNqa_Dh<oO#5%H9x7xXmDnDZpg!uv^@wa1fuJGUnl4vZ&Fbf+g>42P%NT<o46
zaHT!Fg1m60J^AiJd-Tis-+0tU$fZF-4v$mG_+c(GaDj((-4P(IpCqVtpA`5?KWU0&
ze>7a2{LylG^hbx)p&#AX1$^{X_Wc;D?)5QN+v8)ZuG_~v1IDK^Bd1RdCJvuAnc00F
zG`Ib{$HL~z8B6Og4=k;|e6Y0o^uyxcxQ5T*DAr+&VGTn6NxTd5IyY%}D@>|>N^uqb
zl;_L%sV*G<OMhX+FY_gVzwD&gzZlY<zr0qvPY24mOh?K)PbVoj&SWXs&lIW9W~x<f
zpcQ*RdVcqPXqv+TEi<^FWeR^I@3sGplS71zV;x36=I@Ocun*%775gyeQ*uFyD+Si@
zMuW0oFzAT*g2_S_STAw~Ckba@E^`F7lpX#MW(!d(t?&@W0<y6Wqy&3FYO()gBldpu
z$r<3qyZSJ(Ru9f2f64zFyGL>S2^=5mFsg47Qt*sIGC`CQ4-(WcSjEGEb$l#P7jy;v
zc~0mb?9e}0gR__gFvZP)y~r2>7vn+v5`Bo5(1nbp+Sm}P302E9@a14?uvt<ShNM(s
zx0DJT`Bw&a<M_u3sk(wS7+8mq3OpnlL@0qEjt)YS%ME0CoIsJ!7X5=I`Ug`m7cvA}
zVLfn~rwwi*n!uW`j_yGff<=`fYJnmoEx^W+g=?X7;TotDlZ7_1)zB+01H=DH$6@^X
zaSd|s5EB24kT4*`7d?nOJ_{#UM74$GT;?FlZ3K!ux}d?U1$umHV9c)!mi!7p6Oacd
z0Xc9Llm$;g8SoX7h9IF85G8~K9Ky>WTUY{$g_l6hyhYIbuYl_sE^t!i1{V!p@YLo5
zZzDnQu@(VuXEE^dT>`8aN$|*83CwaCaBE%zuH9?FWndjJb}9g4pCULPQv&Dn%0R!R
z0`w=yTUDTcRt2Z;YT)!s4IDx37c%7ts^9+waFhM-9Ng7-z)On{d<_JFV<`fDbTRPt
zmH?kfDe%r%1*}q8@Mu^I%uVaSeXAn4jVOcb9u;sstO_n?)WGGsIxrq-0OPd=IDgUv
z=Wm)o|E2Yl4qD%xK<g_VG`{=`|Cs|_g&RCn(Sx9i@z)cCKywiYbQA-BmIQFZmxFJr
z4EPkufmiK1U~N<ak6smEZc_v1xH`BW&;+-WTHtnB8(i<}fa^<LaQTQ#>iuN=)cfWP
zdS9GD_ag(eKQKURF2Eh@HW|v?;Dt_#gDxgWM-W2IL?F~&3__SoAt+=81SG8nzkGRM
zS1Ezd237DvC&e1n0?!@V;IU5^n8);hc|jlC?-+plb3<_ZVD!^<(s<J4r|~EBQ14yA
z@Qo|zz5W+~iF0sO<OVi6h#;&53DXjUND~o=qKQGI+foP*SP7x=Yal2`0sPC*M>T2!
zdy@|MY(W>b-2hm-(L)_F0nan0;BmwJ7xRh56!V?sSNBP)4{pDHJ0SCyOfY@M1f!=+
zFq{kUKrhE!#|<3J6=CQ>qR|J%p%;s{5rcTfQi%1HhN!5u5T2n7A;lUHSgQ;EZH6;`
zn@y(KgXTYdc3S@M+HXC@I&S;T^D^zL$3y#%9&a4pF((~gdi=6~>IpWFSzvkJ3(W3$
zf$3a;C(gkO{X>u(Ita}E3Fw28_2)r~r5L0*Erk@XRge(24q}qkrX%xpeuP#SeGh6f
zn+)i%`r_9|`^4Vn@X=?N(|fN&jJK?FuCG1sxIOoH$$aAZ)%}szwDVnWaQMRqXjj=_
zb>&|G7S4f<-y6U4e;j&{RP;fay26lUz7VgdUJ6;vRWoTp3R6jO8k4bE2A?8J%-@IB
z+P(?e;P}eFi}Av@-~Fl2DAxY$^M2%c!uNsab-z0v&-`wAefGZ2{>8lH2aI#raCnLX
zb|*PNn+xz-MFkGdBNFp}GUo0q%-wldCslw>s*tvHy3lpiw_J|mr;I4=w@E1`FJtp<
zo<@{AJqoFJzaP-%b%)c#zU4cF9dhFVSA7l#UiP^dbiw;^&{_6J|I?fw-pBlBn1=$u
zWdbjt-X91KbMc=!1Y*XEMHiBe&ms@^M6sqIzLHCHrp$WDw=(*w55+!;uX00mo}|Z{
zKS<1UxE)jEdLyEWbtSZ!eKB|w=Um{Hz|;OC!6!KTLXY{K3_IfYXZS(R>(GgyZ=5~B
zKfT67W|%udfH4{Z&T|3Y(o_h+?4N+SI~$)zG3M@a>{+Wa5Sgm6T>P=dQTkN{OY!gG
zK;65!(Uv#TQyniQ<++`WTkmx;s?P6dL~G!o(C(0lkb&^ML1U4-0}n@y2VRce5%@G}
zH1tdGwy^KMgW<ne{Sn}{H3D4c0(@`|zjJRgW}Q5I9%Z;cYgGBB8+3)gG?|INX|`MO
zq>ia@w}PX4tvJH+d`_a{$@DDuBgsYH6A6`^J+Y0!<5BHlqY-_P+rzd;4~6cF9SA)W
zw<YvJ+?L3X;XP540o~D4KAq9i9-YxM%((zI=G;geKMgZ)5w1rS`mqLO-l+}RLhsv5
z7Cvvck-FdFy6$=%Tlai<sKtq*ILCvzY3_S7@_fcp*87hn)`kqlZwTKS(-qwtJs8^^
zwJW|e@_0f=<o_ge#J-E#82352E$+MDhWKBs4e`^Sa{+!Us1S|gXJXze#mrlae`d8P
z@_cRA6nNcbDEheDdg=ePGvqHedF!044zf5{7VWsZFxh=aZnn>GX0iX)w91g4<i?23
z#EzKu_$~3RaXS*5V-F=Y#$8QnN_-vLnDi;MA!*XTF6oDNUD8jlxd0B18;f~22Pwxj
zX^^2#Z(PUyv0IJrd7u8g`&%rRT<fB*J=4n4KHLyszNad}VRU_h`(R;)PhVcXe^+){
zNP9+I<c8F?n8uWzgu0|{N!3Xc$(2bLQmRs)$5*9&2(L{08d#Aw#jZ&E;XM}+fVum3
z-pj+xTZx&sS(-Z4i8c3qDm;G=>InWhXtwxbucO@Y4iByUEgZ9*bz$~Hm2qx;>r=fu
zi*o(j@=HRRa;hWivRY!RGP)AV(}$8v)Apnkr=3YH$$XMnn)N=iB<o9XN!EAYlB_BA
zTtE=+g(R$XFTl)Ovy=jDD=3qjS5sf1gLpWq!FPR|$)Yn`9b^x6Gc|W@^fTSo9Adwv
zF2=R9D%q>GEX%*Kq$s4OurjhDzcIEncT+-PPJeP<_O8^N>{F>Zxet@_^4>+|<$Vsx
z%l+n;m;2p!E+7Q=K?-KhVw^`k_WgHAQa){wraT*wqu$-6!h3ntSp3A0-Rk{)ZtA0*
zY?J=BV7u<7D3`XnM6br`3{Fi&esKBvvWVi6`q=!UjS1O>Taq&h#!}M?j;E#;-b>CX
zejA-p^eHs6@Ea$y@Vnn!Kp5_WG|Zg8>+YKtk(n+D@@`0q@_2j|<qv!x=DBf0vBM)Y
znOy^}YQw$W#yy>Zw(V^ZjHc#zR!u{iUs-K#a8Y$>L~dnmOh$QYLhAb7q{PzEl=#vk
zsd4N7Cnc%;ZA?<xr_ki}lm5x;zj5XQB5(~dF?UxiAh2N}nd%iMuSOP;d;6D=D--hE
zC->?v*gs|?J-Usdy0xEWxT)9QrnxK3xu!kVqpUT>x3D=oD5tSFJiWduI;plLKCY%a
zF}iwta%A<Pl!)r<DbaOrV`6GPhQ(G*`o~s%<IDv_<JX^qb^q0P_TMf_z6{JKPj}BF
ze;g4d=MT$q9XX&Yx@(WsilLo!<;~kY^;-x1tm?LeIF<KAGYh+te6l+-1JX7YgeJCD
zM8>o<#YQxDCWJN(Cj~W4Bn38KNebQYCOWM7V`zBeq<?tBH++%DKY=)0hXTz0^&;d`
zw=lW0U4Y!!CrB=z5Fsazujbl+L|bI^fQ3}wUPp!Yai(s=DBHYZTabOxV5DpI)&#HA
zzI4C%p1h!_?y|73&ibgJO`Bpln+D^3H|>vSZ@LuE>3SU%u<27s;KoV+z_xFGa{)=X
z4kg0mM~fi2yM>or+sRKZ9N;IX&j^u2XQZiPr!<5Hj+rg(JZ!(VX~Ipba*wx3(XIg7
z?49AxDWh@Bxb3Olk;6HhkipWRfPuO&Uu+5T>K};m?B5sd(SI?THSjXryZ=j&Pw#g>
zcJGw$TtNCf0+j;fK?fJPKFCYX?Lz->7;6wN@{`?{q$tA|R0TGlHD0{o6m50&aTnF%
zBP@gLgB;70iBS8veKCxPy~)hr-PzupT_t`#<Fx^v;~RtB$FK)uY;UN`_{C7y@s~mF
zW8XN;ksm%D+kbk`1>_2lPxVxCYcrLc-_Aph?&Tr-j^kaB=pcq~E+M@)6nWdO8Z4~6
zY`wDN0$m~JoQGD*8DHbrQz2I2C!_6xjwjLmj%B%d9V_-=9<B9qJ<`s0J~H6zbY!2O
z<IzjVD>nVel$Z0t875<5ZlHup?zLk6-%2INc5;!u6I^8EG%xAL_kwiaTZFv`^4xWI
zbwx^VTP)4F<sh4K(_J~{I$JyJT98q|)hKiJl|&oXl`K2=%f(KN%e4%r%k8cXmj~VK
zF7J1zUAf{;yZjn|{heWd0qFMU!D%j@*AjBAi;xq;6tZ_0m25wPcTry8CGEEbNz>D1
zl<KF7yv0wn=VkqEx;W`EZAJ7WSGmwf-b(%t12udeM(TJzOf+zNkY&txP-5ovpw`m<
zVY@Z$;ed_J!+o~ak1pC;KYU?p{b16@`aW3w8@D%L4aQbN_U*tLg#8rKbBan@ukn)F
z*YimEyOq@ZcZ$5}Z?%Nu-x`aBzqMH!_?EuH_pRq@uebhdnQy}tT;C=rJHO3Pb$nZ-
zVgIgL%l2KXw)ML$x|Z+9^(;P|)HDC^K;QiRdp)za(|TraU`{S{6EZPO$o5@?Y{ou_
z7VHJ7yv;+3zb~L<e_u&W{=SYk`n!f;@OQ)cep8lWtSN^jZc}c{7*jsWoqhzbwEq#k
ziuNOUwat&*HC8{%<jj9I%A5V{TxarYSi$($enrFS3&>+dgI`~eZ*y{JfRGV<2Ai=C
zqZ#kRC`Sj8`+|q0!9q$LNTGv}<M9VoelO4!atBipXRux10CX{1@K|I8zKbpJ4hl2;
z0mK+mmKow@b^7=NfG)~+9q3-64ck^~!hYl|_JBN=)_~`8vST|TJ$rF{tixE3_hDq+
zBP4NJfJDLqN&qZH2O-1d4hlRNSNZI~K)@RPgE`QIO@J<92+a9<;3KL7feW-CVu1!E
zE>wjqF=Z$fSA+)a0qI<{4h9#?!}#L0a2z=^Cw;gEEw~2ju?`~>9YoA)LW0qQu+f9K
zgE%?}DJl*9g9Rw@n1Cj)0qFDTfEm9gSo5oagMbRS2r8m`ScmRmEd&e6LbR|9q|TFu
z{CO)-zAlFiB2utfL=v{mmxPfy*??<MhP5ymw+M;)n-I<<As*;K=paaJ(Sw-7VyY1=
zr|N<%mj)<sse&4}BIxj}1w)=SV8$Z@*1XbS&$|K`yeKO8mI9k^2?X;mf*5`=NaJ4s
z1p=b@hoC4l3(SYsIRU%1RIpO#1_y+p#fz^5;s;ktA#kD32WPezI7KZ6$Bd=muwD}E
z8kYlY(@LOil?L09RbabY25b(k2Ak8!Ravlkh`d?@HlL9n2>fqkr)^;MT>NJaHmd*i
zAg<_QnEL#{v=9P!r}^OOB?gS}CE%R44Cuwn!LfcNIJB<<`#u@4-?kd;#%00oz#2?&
zazML;+*=E@7sy9>piLq0A7=3LCk@t4(Lio4@Csfk(3Jn{Aed^rz|!FdFEb%vIm`#9
zhZwkrN`Py!B)Al;0Oy)jKyO_QPMg<&)1VwU?pzBF`{cpl*g9}HuK@P9k!Olv{{i`~
z1oogbjr_0&#c%eo?yEh>&jmQhQNcm+zYc<>!UH~9{NQUM1ip6j!P{LNyaFY_GhsO}
zbEUzpVl}un%YjR$JTSH@fb)nV(03~V{g5&^olya&8>-;=H#(@d=%6Ome>l#le{%%&
zuTG%)$qAG{px~Q}|IC5DjtgIh^j{C+ug(X7hC&c%Gavk2#KDh)+bm`UcxSFgCnX0S
z_3MC%KFF;HUDObIsGaKIvR@MzC$wgqFKhpFexUQ6{#y4d{j1(5`n28$XV8Af0L|Af
zp#IVYRObR5*HFP_E!Kj_VI2f|kPuZq2-g?H*Hq1iF!~}0@m>aj;nKiKT?4)a3gBI(
zGQ(<7|K-`K^^>_(XUcuM-gmd%2H#u{8-8^;hxJEyOg=DPn7(0rHhbwZZSukm44=7!
z-rr2neuS6q%mp~fQo$YlgD>W*5X^azSQit6PAV3iRE&c-M0rR;c<`#3kOcXkfjP?G
zIqNkh+4VY~z1s{vu{Ilj@EkOI$J~iEKl`m-yPdRo>3W^^)a9w&W7ki#2kyVD?s<UO
zT^1PM!i$fudx73u03GMR!ZYRo%)618{o~O~C20vjGCHYbnm8o7O8$)Fte%XDR`?W_
zrv5&tQ1^|0rSVJOCi7?B9oA1+eRhvMwmCj@-$lRYeuQz?{SxDU+#b7JcmF`Y>iN_D
zvNu>?VuQswHkh1ZgV9`o^J*&iVD9~W{vV5TNx|%&f&F5chQg3(CH5nOF8L+ZXZ5>;
zFr}B#iP}%YvyC1Fl~~^Muc6)c-Qf5KyUY2ycfZROuN`ieSQG9SSf`oiJnwj%@_fTQ
z;WOoY+z;%Ja_~<Pf3TSF2eY{VSM)G`IDW+MyoI?t6TMWfD%Pav3H>ZEU-&uSVcDB(
z&(+V;f|MU7#OU3LNi(|<k#BP)q}<^`P`&e6|2EfCoXyPRzC)fz+2dY^*+;w&`ds$e
z=kwHOuisbZ-av5P9R&7c!C<o^7%b-k+cBxw0*N&cn77h!F1ffjij{a~)@uuVEi(~)
zyPhWTw8&lNelADlW_pC)<)kFDbFtaBC!>lTkA_#d913Z2p9t#k+#9&Xdzb$Rd(3~o
z-ww_hzwMj{oNa+0y|#tSxDAB?eIN|%w}yeuT;P>dRQ&6g3h|hGvoLoT$zc9g;GU||
z;Co+VIPZCl)#CdVE~{=9vz0IAhU%S4k261-oJKnkpYOCcrp$Fbvd&{ic&pd8&~Eln
z$RMXbc$fc{pyL6(L4O4HguM0biTLTcITBpDqQJ2;3hd?ryl~tw%-l(sw{kIeuSYLa
zy_V}sgDUT<COx4?O%`IeYU$D!%e|CO6$R-Y&WSSHmyt{xPsyf_Bo@03#Z`Is$29r$
zMs@ggM{M!$4Brvd9(E|WE$nh|Ys8CyjWJW+ZL#3KAr_olV!>f9zz5eM0`qR_@9d5B
z?iI@^zv^YFA2uj)Ki#Os|JO#-1y`CJSDvo%R61Pdue-M}!fa=50&QDn2E9Km->o;f
zjMbG;$8L{n<+R3Z4s4Fz7Tg%UKeRsTTxea)li>OU{7z1s@u*7#7sP2Uz!%4j!n~L9
zJA32vsF9?6Z(c=t-7e4ds9TNqk4|IJ^R4zPjy1R|?yvIG*||Q{bht3qc57}beREch
zTSs~ct2MQn-IUzSsZZ<-s!13Osf^zpRvv#UtStUvXhrfDzsl5Ktcp}{El&mdTmT32
zek|s_EIfB#FOHc{g7T$pIpulxYU;f$iriN=8_qw~L0f*X#Z6&X9b0=_Ww7bi_0hK7
zMM+NW`I&AlIfb4LnHB7s^alTm)Q+I_DO*E}lgGjflaGhzC*KV(O8?|vocYtMI0M`f
z=ed9Y+z0WP_i{0JS1csI^Z$oUOUd6`R#5(DK%VQu7JZRpT{e<?H@d7FZT8mcuM0HU
zTp4N8zCOXRxj5amt{~5|DsMfzET_)DIIArvKeIP9Cu2u=R>qNt%#2$R+1Vcga&v!p
z=jO~Xb92CDE+7c^K_cev0?ggj3&^k5h2+g<G4fz&F}b!)j_b^T?!1G&R?Egao!1WG
zUDCZx{>B}3;npoxagKH6sjii!Ii97(B|e3PHJsf14MCZCn?uubw}+?X9*RiHy&jQT
z@GdaD@P|)&;fzN{0l3Tsgy23%!Q5Sh)QOO<?IPsGRuOW0bUwK_DoZ^+tS!8+-*V|l
z4_$8SCJ*(_Hb27+&7oFx^)U{WHOVfeRaqVd<wZW(>nl0wrOkoK#a$r@MZ@8-MH3M*
zMVBMuN?!*huAgEjl}>vkm4NG9KsfG&-?_JR9+_+uCilAq$gM#^a(!$bIWs0hJv6E*
zI6iE?WT@X!c5@F?t*z77pkZUMMdgMlyOO3vMt(yEGpn}1JGHvpFR`j2Ft%b-NL2Y?
zSa|uq@UZd=;SrTDgQBaa*fCYpo-q~RIu{Uydm&2*_ktjK+{#OC_41Re+XTpk-9qHp
zo|Tk+yVM0nc9<^i+h#A*G2o`s)aRpD)g5S7+8II1Z;z*EwxzkHwB)klo7S_V8|%<>
zv<C&(_lE@5?Fsd-KNlL<@H{Z2={q~DVcIjS9$e=FVsQ=f1jxr49&)>#hg{i;^#`MT
z<m7&Sa$rJ=GPX~ZZ(z5vSl3RPbjyf~V$G13c4@!AN&c2F>&%{5hve=Qm$=SsW@JZ+
zS7>{UZ{Wr@f4{b^f$X+jLEdd=f_yeU_2;yI^YPy};}Osbu5$s2_za48$b&`-W?yb{
zZV2yS7~>%a4q*+z5eYJUSc#|SfWd;ceb&qCc00?jAM@16AN4cH*dAh$G#pKf9ZYhH
z=+ATs-dg0r>8ti)_qMWGy?uTjz2h8a?`aOR?};y~Z<6KR3+_IffiV}5#z#Js6LJgl
z|Ajs-a%?;HK<vSL5RT$qjHkp&?<sli_T#!D^+zq2mLGDI&7WYZWb9+>B<=|^j@cDy
z88)6k3*4FE=(nSQ;XPXE?lHQ-!)>IO#TXg$avnL2JYl(vOuD;`0K<J7IL!s*5b^-?
z|K&}X{|BgK{|+kIfp;+uoa7;!FU}|J7gtjo&T9&mpEX@naN2HV#z|NC#N*y-QO5#w
zLyv?T1sskyXCF$pW*scBb3a(==yIUNnSP+x#qq$ntNnq~$P@haB;9EO9O(POZZ6)J
z5OT8_^FQ`sOl+f&9hm+4(Lr>c<0Z{Eg-G2W%PHkIRe1BS8;Pc0wON{Q#d%faW!Adj
zOB_|s#V{@J3$gkh=hKW`&*z&tpR2TVJh#Ex?p&X(?YVK9&H1y)GyL^8YumG6Njn1;
zb8){K*Pw%tL;Zy8#QeP#YXCa%y`YU(_(;V)VN&v7IVJaj5>M)VU7@)9mSW-eoR$Ut
z#gz8F>nq2)8=~NTCq{*FCso7gPQJGNol0HXI~(+^@AMg3-rZ$n@z+@+i@Q$^E$)0V
zu(&;AVEHHL&&AaiLXP1x7{gwWeyjoL!2DZ}?*&<Zi;v{LTtG5jN>dYGD)B_U)DaAR
zX*%EUB~9GxrOQ(03vVfxmx0psmr<)7UM8=hz06r_^Ri6A@@1o<`KxYavsa@kCa;gG
z7{9rzV*Kj8it&qID#p)2c`i<&2ilFbC<E9F(t-K6?hN)pT*n%S2fQTtix`RdB25kb
zqQK4hqQ&q1)mR8i=;u3sbzJE9l__pF>AS>cGDN~^GIp8yWSW%ew}R!y->O#{eruD~
z|GssV-uK-yx>ILmbf*56(fR&aM(5kFIoXRIXb@{rI`-rE=pc%)4kGO?A#sy}Scf1+
z@yE>V4QtUssPW*@HNQQW3EH54umoojGw{GWDf~nYA!MN*#ERh^oZ?zgxJUzP7pp-#
z_JRyzFUVdAWjKrdAdisub25w`s1w(q4(|jlL<f<A{V)+v2nhfI;sXnaJ1nKpL56Av
ziriM9!D9vnyhdQorw_LLIzSiD1b0Df$PmJ&1YsqJ5?%)>^VUMX$Qq~?k%f)(SHo89
z1sNAz1;>!9bJ8`2>yLF9MdxvRbP!>W3Gw+zaBN<55F&(z9>fAYh%v}g^+AzK8#K7p
zL62JnOn4N*l1Cowc-Me4?`m`ptH76U1%&WRK^*^5$P`!t>jf4=lfWYA5)_9aWPDB<
z58(Ra9!R-?<6}P#>jnCcp9IGy#2h_{A$kxUSVU0=DT*>ak98nVT?5Kg8PMQb33^;o
zV9d1)EVz~cje8N$xy69Vy#Rc9FeviOgG3%-$l(!$a$dZ^k5>RX<^)U?s9>tb1y%@6
zlN;>xd4XoZ4>nFhVC^FUmJtiUJWUMDN)~}>{bDd_mjIJK2{0aB3dZBhz<2^Vu?&nZ
zN`lc{<T>&I`7Q~@@V~)-5AeU412de1xe6E9BKGKF9CdlY!Hgg59fW}9H6Luk7JyZX
zI9L`g28&t=FmGE5<~_^6Y)}%+c1nWjJ}EFgikw>xrniu%$b0153NW3)PxvopAT?tK
zl5+vS=U}PC1$M~qx)^6|USOE;1Kmy-96jcPeegn{B`yNnJPEL=Tng4Ll3>*(1y=pb
z!E$5;Sngg47Kf12(qM57dAtfN-XdR-=~dGfu<EBJNdK^el~b0mVlKdZ9TjX8xWEw|
zgo_e4xS<bnH{u6(TVZf<MJMHtPAYB*IA$*e`!Xr8Yghra_LX4Ui#}=?ebgAbs0rkR
zET-EvV0|BXCHKqvi`<m;FS$u;ko#%_vR}|eeYS;Fa{(6e)c-gs2Koo4JU3p8j6F)|
zq`a+!!P8k3m~3%yi<AJDG)ZtSS_yRYK~5W1gJahkaOjr<`;oO^zh~Wy-C>1kyK@RZ
zXtx!=(Vi=Pp?y;NNc*Yu-VPMrq62zk4{KjLz?#>N{{$>?4*ziw=pVeXPRUP+2mE!g
zHpg5D{2WEW$8!;Qg)Rlp#1-g+WM<sT*Zgv6l>fnKSD13{Rr*FBQkirbQ~lyNq4wGF
zq{b(QYntyIo@l+Y|Dg5U;fLl^Cs2Dr2j$1kp!kRZ>*fM%(8Dk=d$Ta(aWMM_D{w<7
z_KSrY3qc4?6aw8Afq#JHFW(sH@7@_}zOstfefFqU{@~uC_Rh6a^R3Gk?bnR$x-aRw
z^`Fy^7(R2lX!N(^L*oZd?~ML(p3=YV0@}A+LF1+ysNHY}<r~a@0`}-1-0{qtjkz-z
zGk64^`$wani@`dnXsh|tk<N?0hq0wT2ZhVL_fM98?VGFe!n;iKsb{_J-^@0Hhi=^_
z_gx3f{&LxAew%T?;uhnq<qgJPR#zBrEHAo#H@$#$IOjY;_bdyv&Uk^wX)jQp4LIS~
z?}_Kl{&?;lff+mw*CP?@l#+G%r<2S@CKDXQKg6=6UPT7WJ`IUgd>D|S`Ildz-k<DB
zqZ{5$rdL@V7MDGHtu8RP*_>nUwmsv1)b5n~RlDPE&+LwRe6>D|wK#`-z~~?w^bh!g
z_QV_j1D}Bpo-qew){McqBxCkZ$Mwk6<eSVi7Ji>@EA~9aUGh;pXU(0cNaY)0$y%3#
za}3T0l$xI5)L5MKZLvP)(@8txz19Ap*QnzJYr<(C>nwc_>j8b2*9V7j_O$gF2h7I&
z!DvSS=p%Zw0ar;1_~H2Bzw;K(B?H$ZcP-acz8cSm0)4^f`IZYFW;2%EO7oGuk{GIT
zE+$U<WMsPG(XaxugTdui`vdD~d;Ht%$2pswcKQxEkFa;SY-1mD9b(^f9q@h481VmL
zHxL9?1HoXnH3W<h!`T26#|^;oqcQWQV*bsMqCnAV>X%X_?pI~ne2><fiQFo5TzV;o
zC3`w8Q2A(5l=gwRWTU;&+2-RB#Wtg1Rd(A#nj8m%I-Iu#ZgJ@g7<KFMKgjI%zr^hH
zf9Bp9{LQH=3~ak1z_K#}OgBY<@oc~o#|^^qf1kBx;9LrpQhu(Nro69OOMOzK#&f6I
zSoq3%dx<lJ%+*J7ILiCe!?nkg<BdiW(k+IuMyNl!%)T$8j@}*K>ar<xvs-(}Ftasy
zpJz+(Syof<BUW?x7e-4I*l&o&KVf6Q95I^>cwz1i#jKTxnKuV>cgbQhStUt%RWCz%
z(4@$9quxO1T$SyTqwC#d_7}31#&SZmw`ar{4Wy)4^d{xlcE=Yxbi`KC+oGFYo1;42
z8zKfg>mqh})r6n$stW(hyE^)lTWu^j*5T#wwFzK}n9l}$@M{mBPap-!$NXO|Mn2Uo
zAx~SR$n7>c>ZN8q!IO2?iw{(~tQs%%R@z<|q}87rWw<#r(R@={rcGN)fkSgrxpPB8
zy=zTeJF_x&3#%+<hj(f85uf6iKYU8#-ZRS*r|IR%V24<hC4=Q`z!%pc3iDq2@9aIF
zOjn7Lw@nMl!;Oo`jSgAr*)|=4BTbfz_S8B{k6?{be`$c`=E88pj=XsD4cTcnjTyNP
zwP~f!l_|BZWl60b#fd$vf`k$8yo7`7oP?|FyrefC1*t!si_*a!u`a~R>ShBR+y^nj
z1Tryum&_xdYUh#Xt@Fs;E)jCMONMfClNSF(tA+SjqtnWvS`UTZ3XVocX{f=5q8PJ=
z{1ofz+-&>u>|%OJW|eDUdb3AvTDMnL>ab5n$^<(t^%6Th?G-C4^M^}LHaH+Qi1lnB
z0QW*1X3iWT^0iD5b0<Ifvt5wf=n*F8dRJ18bZhYK=`a)9zQJL|mPU8^&RSpf*2-Z0
zhO#Kr>XJn3vZ74;;`{=7eqM!Zc1|NRJ$n-?C2P<pF>@a~A@e*tG5ZB8C3ngtEgu{a
zTf}BI*osUbQ2?_yKY3ckL;h^xBiA|w$mK19<mA@nl!-o7-kseh3kEvumUp+ht!-=a
zQERLV)T^$JFe$5uw<;=2x63WfbIL3(b4e|%XC@Z3v*Pmmy`%GXv!n9QvZD%~dc_uf
zb4@4)r^I6XNu(HTX9J<Q1}S`G60`STSbKjR9mK`WeB|r^KRGhEjO-pz=GoR~B-+<)
zE7`HhWld9?mugLmzfM_Wm~mlUtYuD3DlMZb$1%C0gb`m>>mI$n%`>8Oi&tprxKBvw
zDdcaj@UltQs0wh3t^iteIoQqyB5)njxyjS@n7tdg$fXV*a=H)m|1dAvzkLbWu}zV?
zf6zdrYpeCrmLBKTwOyXdWgQ&t!nRPuoDI?D>CH(tNsU<!vGqmHk+s#Xp*0(rLDju1
z|LUDyoaz(ae$@|Ifwf;<gX_R4v<_&YwO~6Nh~_6V*@WD$AmnNbm7GNfakL-v{|M&)
zF>x}qQ=V({sIG9^Hp?aT15T^Tw=fk7d)XS<-9h?koslMq9SK%38#8F(Z3T|O8!8$8
zEzNGeEj>){<{h41&Br`h&G$WgT0S#;H-IB&1K9evfX!?mo{PLLz-NH@|NKS@W=}4%
ze~3zUj#0?a-UXz0uPn8Fx0Ybzn3;IRsQrqf?QUzchrLx&2LiO?`@;>Rw#1o*^`=<`
z_T<t0HkUhkcQ-kEc6GbBca6BYbscqc?Yig6?D|ai>;`+UZm{v{0_)j83Ly_m3Axfp
z$jL4WndqmGotXUw_uv`$p?ReJkTj*~pgLdWgt2JRUfQzk-3*zOah5{d7)LE~N2pH7
zXpEu%_7qe0wp>fr@OoS3P@}!eP?w|g(1?@M&{5<sC;HGQJI2tAjq4y-A{MjxgzNA>
zRfL?yK8!=Z^EYO{LCjv=2dHGjNdeMuN|IEbRN^i=ZXld>%xY2c5&H7jLmsl>2YnTS
z4g{-lCZe^x_b2On?8`QC+q>S>d2fS-<DM=n`#sxjXnT&@(DvT5w%hZ`(tbCXJM0D%
zhh1Pio5w|11JZ!`AM^JvbPz+MIR3uhXW(3<>O3DQy(CTwF3C|dFKY8AT`->?ecpaa
z=sCCL0cU+yv(E&|vrb1Uxt~r{W1Py?bUIb4V}G(i-}Ypeq4miTBdb%#j4V$*FtR%N
z+0g0)=vyBLUF&22<c~^1PHiM)ZyzDU=ped(pTT4PtUSX_3a;{#^xGnsgQY2Pf2wjv
z{AnZ*bjwE6?-pZ`*B`89%$xozU2cZU&~GNlIo!xvN4rs?XnmtW#o}g{s`<@PHPb(i
ztDFAuNX_)dCpFXS)2gP|K*jXxKRMq-$brpRgMkjB2OUHU=FduW0Qr}=NXno5B<{%q
z68S`$68uD&%kPOEpVt#}A?6c@`7Te~7dk!hU2Oj(M8ft-tfcjmwB;603Rjvvsaa+6
zw0*VF(;->IX9r~sp52hufBH^V|L-5G^&f-mTpZ~nWE34lFYdz)xCRy2i;;^CAn6vB
zL_8HB!SBTh=YurG>w_Yf`v+|v=MN@)4j*j<Z9me5tv-5+SbXG&ntlpfX#6Q&+~8Bz
zBE8S+7wdd(lF<IrvsClT&ZQb(Pc2jb`goc8myb);Kh7ZV55{l}w%|T&#qWbk^gy}j
z022NnB;-CJeqRNN*Do>R_G<-&{%bAOep-#odRm{yeA<lHWQN9PIO8m!hqVtn;3uRB
zVZ!PVk9SgJ<DC@c^A({*bRG1G%EPV&SbKpyS|A6Xkja10k899|{Wz7l2XfD09|$^t
zU>u+IoDf&^AWrB(Y|(>Qf(*q36sQK6`E@~`OA}1F)xd@a54zDqxbw<`51$+a@vX+X
zhgFavuoB(F3TPHw4!wd>uv1VHjtVV<TgZcd(2jec8a-4lI*53@6C?=7XQGF3_)3Tk
z)`OU#2QdV3q6?A~O;}A)g>_U#P@~F&HhKs{E*UUK4`Iu-9O&pFnA{TJhaMuFM+}mA
zut=Oo6zX_IVH59s7~~a!-N?j0s6iK)cM8Y9Mo1uz@BS3Weoct!3?cgHLA3B$sNy^n
zaUN@78D%xBqO6296e&=kECp4{V$h<Bg8_8`m{CQ+hAIMdsxWv^1;C$+52CraA)N~^
zOyj~AWN}eo6SDaqfQ~X1^i`-}g8sow1JUCK6LVfLa^wdCZ$Z!t7Y3bF5zsE04_dXN
zpxL$nG&duI3qfNCvKKjmoD~C&8_3_tTV!$}XwD$;f5HC-euMvyS^S=Zp%N9$&_7sW
zJ&2_?H&~ePf|)%(n0N|-QOG<nNSY6N`J$j(wE%Qm7J^Qf80hpPBjTX58#yQr+NTzQ
z_EqHJBG7q_d_ku1_uxOw=z`dc4v0<bz{1&pE{<>V+k+rBSPx>W!3{P>ykJe^2TP_9
zm<P@S(|A!Z&RGCP<zisiC=P}li@>07F&GRZV@tqb{}RwYj$B0UNr3)K<g)}A{FL}*
z084%#QwFg3`+r%4pZ^b_uZS)P>rreFd-Na<=wckvNjX^a1I<MUZ2UyPDtZA}WQc(|
zIw`Z-C1BPn0jAwZ|57j+Sq3J1ki(K-au)s5EvXsfXHq{+K1zKz`62by1f)Kjz_L%K
zu=L}9k-*RY2QWteV2$+$zw<X8^X_jK<Eq08F6R8;?1VnZ8+}k1`k-X=LHSGm>w}um
z2X#n+W#94{%i$H%7Go=aSxiX(usA6_WpQ=Yr1|4jpDf<VytkN=d20dEuh9d&vV`R?
ztw8F96-dqo%+Np3&_6h1{&vGpPka_$ns{doIw=oyQm#x<a0wCz=eQ*^PFc%-I+QM-
zvaenF&8~ITB&|#4i|tm~&$c6LKHBV&`(Sfq?R)DB@^7r~uX|zrX5CYp@A8jrLGBS2
zc|EWLnfrDiea{Y7&IVu4O$Eml6mUcT;Ds677o8ACjT<-y*sEnN1l|nMX_nuj@65=h
zU)@rde{#uR_1?Kc_N`N++-t{;>s~taC_c9zRC;Q+Q{@Tmfa+t~8TE&>+v<POUa9|S
zH>q;d0Ti!0!n&(YAa{ihYcA7a^=!a)B?TCG*6xXC&VHD8gK$kkaXmtDJ%Y^ze*`+t
z|HAQF^qw6e`PwU9`ngBenkVkX>mIpOE8k}{tNrD?N#izsi{>q-?b<h-_Uc@7Jg$4i
z@tWR6$7g!yoW5wEaR&8ME}(MK6%<dn!Mfvauy!_JkK?*y?qy@{48jZ^fol?t>k*^D
zGZk$t@F~Jp<aMa~qNhRrQV%&%GI!Z2^0&P5l&^c1sa;{#X<l@1)j99ht#`(?-{6$X
z4#N|S14hRf=Zudq9vB~V`CvHV_Dgp^*5d5*1l7GPP(~DI15Ur60cK8r%zWX$&%T#q
z{#`@;nWVz?DM^p-WrF3r$FU6YyAf=u8zG^xmjmM!&T%qTPqPa(Pxw^m9QA6@Kg8N-
zc)+8_WFK?bbPsd4`7Zb47Gv%=Ep{+pnU8o*8I54!<8~j=+|CBI?Y^Kg8(`qL-Z*|R
z=I$6gb5FuKrLCfT$yi5ym8r?|INen6cCw?`m3Wraxu`(dli|^dM?zB64g}_C@AEIw
z+wE6vG{$Z=8THv@zTJDP<*?VN)u7iw>weZnn?BZ4n?9dOvtB<i?B#%NuRmz^27vl(
zzzx^H7svmdz2h<ar!6Kwv!y8S@?<Gb@|C&n<Qei`$+TN|27S=61di;1m~h2Ck@4zd
zVHrB3A^8TwL1o4R0d;0u{aY=2{We>7`wiQ6`tGH5_@1`g$bMkAk@LxFV<4Dp3<CZ3
z5YRz1X9G+zTnEhDzq5BT&LwLh`C71qyeM8l?yp}<xmK*pcQ(&v!O<)i$^BR#v@0=0
zaWpPQeJDCbr#~{=pf|kOq&u|Ad{c0f)yAMrwi^Qb?V1C|92x_TIo1dK=~y51-nJoR
z+PonQj2a_AuQ3v|X9J#?yMr+A#bWkO!+GS*Cm%`{kiW|plUtRmDHqDLd5;%cicaJ^
zFB{MDTD?6jP+=fBQoT1JL8mJ=!>}W|z_c~8%%VA>-nt=dBds>H*S<Pr)UhJukW+cc
zHF|m28~cigpO%$TU{VzW234{6x6UlU3%~Xd%zFt)rV#m9C`?|I&m;G0M97s|Y0Bwp
z4c<fL=JR(KJ1rf__mJt&<|y=}hpBB!iPLFIN;POs$T4k*E3v4Fsj;byZm}zi>~<)L
z+~!miG2vVganZRT@`Ynj%#?L;9GI5GgJEd`=*<Rva36&6<6h(^pL6)h{Zc-1yGnrk
zQ7=T!H>@DX>eP7lRhx?JD6^LsEOuYjlkdB3Q%;ClYi6`|V_K3yZAz9&RZ^ivSz@J4
zNqm!CVO*zUUhE(}J7%wQR?Im@X6!Sk?1b+&xk+H2mkh@Fcwzo*z!#r?BrkzfUh*WL
zi`*{fCD&{D$(1HSa;im=9BfkI9<Mi^H(X6y(pTmx-C5!z-&zo)+L#-uU6Y-lUy+$^
zT$-M5QIuL{otIK?mz~t^n332|Pfgs-NKQPB{Oz2YGHIKh1{Rs=V3L&q2D1SU?t^G<
z@->4>?iW$XjY=NOJb3oMfu9_0TT1q}DshcA8w&T=+b-^^W~^*0_gdRn8lX~x?>H+j
zh|@30OEoUY$u-Z(Dz(nYthGx`Z*xpa+d_{|8)L+#on*wMJ#>!G_)1I60?XuVFiFV)
z!`VQ9Ab~h4d4ZYlb}5BislmGknt92IjlASQ$6_+xp};lNrZ3dfY%ShiPhZ|t<0)5D
z$x$vZ3)L(xjnT_5PBzXe%rZ~QFSbt3tER>0Y;cIl?xja&?{E&!KE?>kzQ>5n{cIPL
z50<e7U>a8dMzg^ZVDvDAJjx^FMmYud02evY%1sV+a+5vXVq~OyEp^K#9f3_7EyY?k
zI7!tuGG)u_eHDvqg4Oe?qI5GW5)D(!GRzW73$0>HDs3Z+n(f01H#-FvjyMMv9&rvR
zyyF~P{K+n~1T4c#!8EcIjAjF2++;G9kiQD?>>tm*Pc>7?VeG}&i@gw|eR%&upDeYz
zM~lC;%WOe?hyAjOHaD5#4L<8~n*-G{8X~k)>f#OJYtu}ktMe?vtIBOcDjMwq%DWu=
z%C|ZBmLH<C%WpaPReYfNSI$@lR)T3z6&TG1A_;kxNys0V|IgLq{R3?jvJV}=4tyuY
zz@P}}8C*r#IH1nkxW#0CWiL&lxZ6cKx6^BFdWXMq(#9~2xYk(R$d(kN(B>S|z^3(<
zoQ8TEpN36#UiHKFp7jSDJnC;acs9JZ^=_E9U^jw^ZzCAa24c}a<l-~H?0d2q>kqIF
zVkbI)LCijzM}$cG=yFQahzfVrHbdc(A)7_H19YkMtsbir`+OB*dV*CWHb-d%cO~ih
zcV-!}H<g%rb<|og+dHh?+J|gi+9zxo?bq=0ot0brFEeI47<sgV!E8Pz<6gx4f3^<q
zfWZ7cj`?>89l++_`ExffY1kt{s&*@ImF&_L$Q`p-kha57B4NaRW%PERHDSYn3V}lr
zs(ynBn%)DMx*q*S25wtxj2T<o&78IjnmcTnuyELV&B9^JTT`bkzl`X8pzquVy0dwL
z>u{x<kmL9a_Mn5<hHKD+4xknDUk!SYvO^0=(V;bz?1P%TsRvBw#ZB0WNA7c37P8lC
zrT-p(S@!O*b*x=+O77$7YA)l2noeWYI`(55^=LZ>3~a{s8(5EBGqBnDR^N8VFCE(*
zphX)6&Dq?=y?6$n!GR9!fxtEB8^ZjF`L7o10E*FrWSyQz(oe4-NvBn~Von+Ghn=(*
z2|Pg;^F84q;dR_^IrCWPDwkuivh<^A@(xD}6lq7Ql&z0!RJA-Zpl*I-Lf!o6b#?Q@
z@6^l>O{<z81QkSiHkZ-I9l?5>o!wXig1s2+SPN2z4xr=+_937LiNoHYsB4Qz*flvy
z&^0Y?zpG~aURUjfnOEFIU9R|u)2{?cI9!gBq+L!~VSPDI+TwDRjM?QjS(D2Haz>XY
z<czM|lry^YevRS9pKA;+z#7Bz|KtR^u-%>bJ%A2k6Yha}bO67{&%g{EcbS_6-x45x
z_ZJYK`_jbozB1MAfdMz;ffcXg1G<3S15aU_2b}qq55gCiKS&TWd62!x=t21sgNH3k
z^&W0nru%U3GMz`4mgzirvrPN`)H1DmAgT4&KiQ9KFoX`G6CFguZXEycf5(r(T8zM3
zT!i(ApD<sE5trA}#Obvn#qPB>)%uMIx5XP<9@96@e8z8C0tRpW1@+!W3hTT}o~QXP
zUqs_w&3v`@n?zOKZ(pGN;V5!{fzrE=3zXi>EKqt4qO;lFgANM64;yh0mL9_KPZJW2
z<NN=K4&Xl4A$%4j_TR*a&G+TR^7~qf>321%;glX#Z_12I`-d&J<_~8cwV$3mDnB{A
zioYWG*8NK6U;C?2V9j)$fb4X);Odzjf-*BFg;v2sp;gnL1f_rd`UgGueb|h9a6Njc
z|2sYhYe8HeU=0M;LRbPnF$Ga{5KGZPtU?#Cj-m!?SPP*`RR9y}TChS7;eZ~(jY}HX
z=pjP6B_WX;U+BuS1ZsH}Ll^HN808g*qsT2@F?jh8HlPbELkE$G4&wLM?{|j~#zR7^
zo)Kb%9z++oi6+cL2O)+IVi}Rgd8~o8lvSWiSpgapNzg+NVTvBY20ermdI%5n5dP>P
zqR~TSaS1^smmq9J2Dk)ZHy1w~{|6QLJ&<(*$G?o@-zCKPF(DSu3DJ2&h&m9WgscTV
zvKl>zG%O@iAVDNxIa!2rSqO4O6qG0;piY?wx)eb$p<wX_g$JA|6!4-D2t|^SLMj$#
zA{_`e#LWU!RH>ke`Ck`3gq|9H>TrRUDL1G)@PaCf50parK_OWH))feXe6<kBZ$P?`
zt-`Q&JF*KofSg1w3xoW9{JodRXXGaWg0Sv?@%x`=qlRPapnK3q4AI9JXmNp_5jW`A
z@q(rYAE*ZjfNFvuDCY`+a)mG`H6b1IK&cNIMs_0m=Yire{JenNL7pQYksk;M&nScN
z^#4T(gr;W!8j2Lq$Nc}>0sO9wF~PbRV*_q5vf%}NH-6Cd7Xa-TA<)be2945rpk9ZM
zz75$tAJhltgW3qP8#yEjYG;s}$P-aee=j<tJ~jWRI?SI!zN>@CxBrhx{QTd5wmb!l
z)=<C<9fT!%kl%GFR=VheEYSx!^Mf&45DX)PK|ggK=oQY#pUlw-H7@|2O-LVlp<!f9
z3{TUM6UY^@U)qnvrgYwlP3n9T`;7kQBl@2YztM#S@BfP^e*XV}{_pWuQNUW70=DP@
z?65Y)UJL7kOnJb@fgh|`f?$D8$}C|%n4k|bUcV5G>&0h`+7?Y4buap5*uVIP;mDFH
z!#zvB8y;CQX?R}Zi{W1q9}HhfyfvJZcx4DnUKqiW=SHyjnK3MSY7FAD0b>~oz8aeX
zc9_4N@RNZ(LN2%-3_~8E+wg;f8`cN;i-1k^f}hsuV&AO_7fo7LE%{>6B=On2W9dip
zUdi`nLz3^z#-!ew9$5a`^z@3Crhlw>YWia3W3w+S9+=H6zh@4TcP(JqZ3~e2(*l;v
z2F%bu&@kuH(LemI0q{Woz{2(L#PwiW@PVt7&=kX4<f~KI!jF!Li{IJjNW7+%O1`wM
zUH;r=!^)@Dozj0>ZIyXsHM07l<zCtQmdDrpWqDQZe=MKM-LU#Bd)0bI=8_FaU$li4
z=WRji91SFA16DY$Bi0_cV*Y30JbZCZ9NeFN8eG%9#=Mi>c7h)~ne$&U1I3=X#z;J7
zq)9!X7p(ltu|npyLxb!e_8aAH*lm`-W;eL*3T;f`678Vk1==~Kv$O|Fr)cjLkK6x}
zKZ><DM;t-suoFlha)On}ivJDR;<(P3dp+>1+iwwpKwOg$S;|a^GWAQa9?#nVOMzz`
z7m<f-U-3Jv@MSkW5?5Sx&yu<5S}b>-Q6+!Ixk=#^y<O=9y;tR!(>B#3j(gM&IUZL(
z;CMr0pW{pQJ@oI&yBMG_?gDGaT|pM#EF?1<u*dB0hU5Rve1Vw#!<S(0T1lCVlBc|h
z(%^a$VZ!%UsN=jFfh_S$oFK`w>=@~j-l?+3Sh@0tJxUc1Fl$uyyS1q8aqZOD<+@dK
z%w>o64wr*EBa92W+ZccA4!M5O9CQbj0S{0d@C12e&1}F)jDQE`Jq~8?FwDQvV&rH1
zQu01QhVmpqiF!BQfah8?P54~6yZDI^j^yFM@KqC>1i3xF84BY*1<E_T%hg6$^_s(;
zZQ6q#n|1p=hV`~E_ZajtPZ@4z-ZSj-_@LXxn$hU;29-`9Q0!!b{A_@M&%g`wUJw$6
z^N1HEUz5eii_~T0UfLSUwNxGMvx!#1$Iu5Ii1Lx#6BfK`XGqN2?SUzZL;l&S{hVTr
zKHn;>9(I#%m(M2sP2O7#H+t<fZuL51vcc<yNwfDG!)D)~+AV&d-ogRp7JpEf4Y=YO
zurcq2;+c1>Ael@SChxHh;Ssu!o7vLje3mBnu{3j`iDW0SUGXf*k?4R`gOL$yw}vGs
z_JpLXb_M5ab_AB`v<1}ZwQ$-DoBVo=>;1Ny*7_bWtM<KQUgh_~v^ro)uR0JkYw&V(
zM5!j^{{@)8*8y{P1TXoL$V(ol^OC#S0_1j{Fu7E)oSghWguMlLRma-)KWj_e-Cc-#
zh!7!0+&v-g?(QB!LP#J9K|&w|cbDL91zLIvZE-JB+?nrA&*433zxV(BuU@}vZvxFT
z^USQh*L}}3v+7OR`)iy8c2xLCY%C2^SW_6MzA`UOXCx=jU~yKd$xueE#lrL!>%P>v
zw)0XJ&X}7#;@FwA&bd8tw@Yi{8JCu%dox>8-rKjOQLFZJYSx}XjoUM+(Nt&z#vqYH
zzU8pVy;6q!TFoUtHlXgm8P8p8RUijjjM%#xXYg;X^^{ms87#k|EJkf<ak9>$f^36@
zc||7kb1N-+vKy_tGCS=$GWuq;rY~`7N?Sd%A#I0iUD^q^nzY-lbs2AG)MwG@4cXM9
zF^8J`6B-5oC7B^_@(H<FfqL(H4!PLOL(aDIk)s`QWN*6xYip|=-?~N*@s)Lfa!aeC
zRENqFwfjpm^yd}ln{*YHTXf{tS-0l3*)`?NbEwZ=<Xn@r%B3=Et6O>2QMa<J-`y&5
zUOQIiQJboKYFS-CO>6!Eje+h?Bjh2p_w{P%ohCLp)6ONw=iuCdxzc1u*EH6KP8;4;
zt!`q=n*8O4>LXP8YvQ$fD%14ml;;|^m6n({mDE_*7q!^d6m~mQ77RL<<*#rl&fDx(
zn0MH{An%%cQNc^6;v#BWT1>6VN~qaCp|dCF0wH&x`F^TJ%{lh}AD_b^hq`h0;XFyQ
zWu6YRrrU~l`5YIK;Wl5H{^l^{p2pc)opmXCtu@(3ja5bFwH1|CRpm{#Wo2D6ic1$d
z7nCe_$t~XKmR&sIo>hF+J*VV_b6(juyZmx$U06ZQf!S1OJd3=~LG3{~Y7emff2xBa
zhr6-%KOeOR{o-VOzb3PCz6H;c9%tc&UEb33Izp5>+hR0Ynv<qAG-evr)EAgl)RkM6
z)HK)>R(H<GtLk^ku3YAlQL)}Ftzy4>O2uXOw94ns8P#9yvZ|?db`3TECp3|eCzuP@
zpgYgEVDAC+_x|||*|8AMKo}Gus|MAXWdmm1!G1@f-d<0sIXyv&EnQLS^_>a2)$Qp9
z<*j+9#Vw_l`AxOcvm4v(GaBYQrq(Z+nN+vdHKA^=TYTLQZVB~Ios$~A*rha3>(oYS
zk=97fr$SQ*xsSQ<BlQ2Nc4+T;(7w>Wn@|TZzF3GXU!p=5EjH%#EwUHr8t{;4T@WB&
zKR-gXYF?anX-}$t;oKbK+&RVOnVr?vX&o)LNp15S;#-HEVq4eDjBefS64iR%CA#&A
zQ*7I3ySO%L9p6sP|H;=3_z&=5E<pPpor`BcK>KY${59|)MzB9<(WnCHUv9vjJ7UAv
zy3|#ye%M#Gawt@}WH45vU}3Uuc7K*(dS9Vw%KS=;gn3QVV|%*oqPiD3M0Afkg?8_9
z4(UGU9NPWZA-wyOZA3S<it3@}z-%hdaxo6L9!?_%6VTr~hM@fre-u8%;5diOUoB1M
zuGVF>j$856k2wohuJD#BULLHFHxi|qximp5bxHcP#KrlBal_@N(L)Uu;e%b)A%laq
zK?AGo0|s`?@E<q>9@zy9e6$W4pccUc)byV`z&KoL_;(KW3}F2q`g0}XFM<Z{*$DlE
zXT>&e(qL*gnsLfEI0zK2n<bXBHb5qQO@w0d>NwT-@l>stv0UBAu~LK3mG#C!D>}{m
zM+Yo@M#rqZMt4|yj-H<Gx%{D(*Yc0%-Xql1XM`F9qpAE}2_LGBkOO_t|HGIA@Bo$|
z{(Sf#ZQJlHie18_a+fkG-DSwi-)YN}wZl~~b-S;4!nRPE*sU=Nkz0~g!Zv5C2W>9a
z_TN-H&1YkWzURh;M(!I|8oO=WZsNM}w28}xhbFG;KN`8Mrv`58sNO%hj2s++AGZ@@
zuyzFc8$L`w;&)8O--8+eoRN}uNSb6F(qYmLS+EliI`Pgv=qVUA5hNNm5hWRPAVJpu
zK!$?P{z7HX{ne`O``R^J_AStI-nT->ao=_whkd8PBOQl5AGIBJQ!R&GRP&#l>cBk2
zb+BP_4!{E#fCn%K@$2`Z2I3GyGH^y}!dVd#cUGCioHb-3&f2g;&$@C0&-(KDoe2~4
zJ~LZn)|oVMw=?-tGtX4YIGt{ln{m2d!S3`5McXsmm2A$OQL;JxNNM`1k4n=|P$lc*
z|2GHW2X0vm4+uWc5PYDyh~I$tC5H*gIEAw)FK|f+&PWOPmjv<qMT7YKVoJPznZfe-
z#e?m3Er2ugS|pFtwM4!d*Rlodu9XQ*zt$vTb-h>A^7?Wy^Xps1&3-*4Zg%~lxalwN
zBusy%k|sa>-)x_p1DJ!u@F2S30W|DG{3D2ehLBk3@ZhU#;`tjNalbD?T<@!pnGf`d
z;{z+k{-Gmd`*0R(`oloB<)bK$`J*JR>7!g8<Hwb}hL79%44w?|>pfX5Fzv}c0o^}-
z7SMhCr-1Imulza>sK7s2GdTxW!vlj4)il}vqlkYN`#>&3ga3;V_umO|e9lj1yb>q2
zuN8^)Yi(lr#+aDBna&u$bz%(P&SLc51+aAAMX<ErC$cr)=djg3RB=>4baGTa4s(@0
zuIDO#I?Pr0bc3t#@fBC${a3F1JNh@4O<n_=u@43DOA$Z)93jy^65@9q9sqn0oBM=V
zeddJ^AWDp>3_J)`q6f{7eIW1yEa3;(!-sH%58(qJA_P9fZ1@maED2fxFQNlp#4uRT
z7NG~hRqzb_`8WFEgSBA(mrce$kN8&!@%;@o7`GAo0U<_j2+^l3qC*7{Qyej6i8A~L
zd8$cds2-7`Ch#Gw;6peN5$eteQGZ5&Ml!rK6+T1>!=|ka9?k_nVjMoiPH+;O{TppK
z6Qz7|{3qih_df8T9Pbfg{utiJGlIB;r~*aQrN~kt#1tdqs0k5;7b1+d2vQBgN2d`k
zH6|>yg`h2j&H}+84&;J5#Owi!!CHVrd8R=1jTmYS{ck!6{0Czz7S(fLQ*AE})r{a!
z^%O2uE#jfd^<WNI0G9AlrIlbE*b4UWP^ClQ4EPy;e;>R6AGz3t^8b(FWNhevi%C!m
zVP?jnMs{p!FpEQ{g>tD*BA06A^H7Z%UaHX!=JQhZMPQVVs;>r{z)o-goW##BgFE<l
z&%k>?dA@=#Q}~ScQ=!I_v7!I1!E{}QTEUmGv|&?oHx4xk;!?vn9;%<sOZCcm>9l4(
zs@n|)_^IwvFb39xZD21r3NC;f;1B*Uy6^ZtPW#69ej4R_2j2dFK+Pv(L;u^sgRs{G
z@E`0g;SD*%5Ax$u%V-{Imc~m>i}|Q=JwG+>6rjd^@P-z_8yW?x!6vX%h#DP)?{h}z
zv(Yu74@Qp!-x$9Ud};hm@P#oId=8$0r^Zy^pHM5rw}<cGgthibAHYQiU_6{>u&JXb
zm)eKH6H0<7lqW!~D+Q@li_llgZs9MM3xz*fE)n@?u~Ou{#X8Y<7TZMMTI>^jZE-^M
zmBkg&=N9)xpIE*UeQ5br^u8q(y=O^9?pXbW@NFylH>mAoeE1Kp(BB?-^+GPZFdm*5
z4|g{%bq(aD&a?SHJ7x-ga3~RmQV@A<-y!<azE|vp-H`Y*yAg?}w&RjdY&S_hw%sN5
z(DsPb1KW$zcWm!U->`it{j1#<sbB1<<W+kr@gulmPsM@QRHy^|2Ui(FJ+bERiyD9c
z<RTDrB)|gubeuS!y}fzf&WhlF>5(Gz%q?H!v1_IHLziaBdo#PF?l||$+;Unhd(&x!
z-0zO-<bQSCuJDWFgu>5`XBDqF-c-Ek_(JiV(`SV<&Q$J{GnG9#lS-eMNu`ee13D90
ze-<>qFEn>B+7YfuXoMF02xHcVP+RuPAa|ZW0)qJ;_{9m`_Q@3c-K#|MnrE%dRgX5g
zEABlCm)r-GF1jsMKJT_l<*e&Q)zhxK)K0n{Q$OMQqxuoo$La^&-m4yPr^@?0sN!A}
z-tC!1<$&x|s2k$?Abt>ZXT+orft<`%As=T?V_w8qupUM^ac)KU@m&v%68<qbMdD&$
zp3GVQa`{uf4N50`I#iB&_o^NC9#lW*HKKXIbG6n!&n?<}JP+vX_B^M%W7b{WZC<an
zw|G;HO+Hk0lP^`?=t~th`cZ|c;7BS$1EBfCp*v&IjsywvHA#;AnXFD8BpEU{671MN
z#d-2xhzS)w6&WviEId>8P-v0jf#52Yy+KXty8`EE?g*H#z0H4-?iRll(>D37*Wci~
z%V3@Fal<vfzZ#DFz0e;E_^LA&NHtdmQMHx9RAmJo%rzD24ecKc?H>*8p8)Ndiar17
z;^a|=9Qi$6i(E;wVx3KK<2{xbC_E7tBe^#=MQ&$wuF}@XQngJHwVE5kTC~@O&YiY8
zWP$#w;H8EugU5|VgSMKC1RXS88g$uoanKW!;gC=I!(misQ8?8E>Wd<%>QrzXH=$wB
zd$YOZa|$nck;zXUXA6<rIb!6;TorOA$BcC}%b9n7y07rglnBW!i3#!>;xm=k%q~=4
z6<eXTBDz6$c~rap(#T%J#Sufsi^5l!4uowmUl6v}qCf1c#r&}Q7V{(C8_kcRdh?^H
z_WT&C3Dl=T1JL&fSm}u@@+5;HH*z`TmjXU=wLp-ZD^es!3yoR(@*Q|~<ah~h$_$lU
zn?759EG1QWG$~hoX<~`?aD2_Qp}1y)g|oYi`eGKC_QotT?~Yz$*%h_ZYEINi>yD_~
z)*Z2LOgm;%gU&cQtuvl#1I?+>AdEpYA#b6#ZsnlXx{ysSmGF=YrTpZ0nJhU_rqAps
zvEyzk^blH|7bLMFJ6dj8W|H!7dZzk7YN2+2O2xF^qy~fT#17-Gg!yJ2@xvBvajUGF
z<F-w2iaR>JA?`PuhWJ+&jfvE#DT(SeB~zWI6skQH8ZtQ!(EjO!{0iN9sRU>KRiN&_
zl9wE;k|w*VrZJl<rgPVnxe2Z)_Lo>v5Fs~|8?U?|J6*juD^I&SqjcJw^jd@V)K=q`
zlpeFj<Uz~&q!rdRNt<n|k`CHdCSA3yOnzZmmHN%3I*l6Cq|<3YXDT#|jk!q3-7Ktm
z7eV({Fyurvn;fp?lD%~jWNV!^v#!>Pv$ATYz|wMG@xhWX*}kILN<9TBYIE|kwc2xv
zrnO{O88l`!8P{cYnN_DRw5&*9Ze5nP!KNhbfNgQwWxL|^XVxW|UrkH1s9{+)zWuVP
z?o?<5A@7pm!QfWoaw#+)bl;JB7TJ%QkR3RmV?&cBv#QaYv#idEf2i79tgkXern@Xg
zv9lyet+gmqtFf>^w=TcjpgOPKxFWa1tTd<3vN(I$^n$E)ws~25?Q*j&+T~{dF+D%`
zi&;S)H7d-b`i1#)+Ei#1A%CP|915U&E3obk{e7T`A-h@_vZ+;stZq{y%Uey^!%Yr+
z{SBU?J+(p7oz+naEtLtX4dv;YHKlpFl_jP6WyQ6|IEd7&ps?36w_wTito${$8Tq^I
z((}*Rr58M&o>}<GJiCY*<rGtWFl{O{7IOjG`)V;XA98RQ`g;$w-&Sa!wWtqTF-Ms!
z=`?07Y`5o~*Xl0P*%Tnv(hwnEUl*rRU6ZO&QJtexQdz8DSW#`1SKeZpUDjifQ95j$
zS~6~vT(Z+PvE+<hV#!0B<g$<Esb$nSt(+R9ms7o|(0I%RTo0F^|4-B-2d&WFbD+EC
zLi_dzkfl8eWU$A8)jQXQXU-f~p_X=EiTc(sxvG{}<+7$^_2Pys?fm*ey_~vA!;IP{
zlhm5I=1J8<R`FG1(`Q$0w~4JfWgA;{e|lW?2lM!9YMf9*4H9dp-c;Tu!3V<iaJ~vT
zXh!XSCu-k&pnIUdmiF<G!G2jXzkeFj)o0CZ?VTxD-{UQgZBR0$bD|XsI}%lM+cPw?
z+VXYNTFMQQn;VQ1n&z0zZXB?TZd_>{*|2STc*6;B*E+KCy;)QvHHvAX`ao|gPtyqb
z1><mPavrp!{sHmV_F?T88gyWYA-#(v$(%)6OzV(2r+&bZzjA@6NJ)R7RQ~)3c^qG@
zoY9l2p3<GGoiMj_+U%}6gXlRO#u1$h%tAXyErL6?SO#?*vkL6EV;S7>&NQTh8isaI
zy|4~CZ7L74F%FoEM<;WD{BK13mGB{khv7dg!}{-t7-=3+BXuJttcs=fyv0l0h4L2r
ziDxbflSv(lRY)96R*4(PQjb|!q#d!KW?E=}n?X=tpRs@6a#P>F&1OD*N6ozF-!k)^
z|JKNFKGpZ{rPF}URBqsUI8%!pU<|e){^~)D0W@&`2>b`=@Vap!QZ=qfO2_q?g7N8`
zoK-XV(^q;6C$9*Wh#!rTi5X3lk6fOi96C~<7PPEN(|>7;j?dEhdY(&`>3b~MWaz%+
z2)JqBzW9xv$1v5MHB7aE)>M8fM-E!xgU!Pp5cGc(KFk0#Xcv5ldg$<yO<a<{S&HOr
z)*>03%~>g%9JuitJ@{ib1PDiN2p11sA14*GE=|^dU7mu^+6raQwaseoYvyUVu34%z
zbInF==QW45oz~pcb{c=9>AZ?+0Cndvsy3Cgm<Rj2Fb^^QW9a`PXz(6r(54O0U(n%M
zyRZ*nj|fTJqfFxV7&6g&Y*-O{T(}{7eE0%)hY0%ZjuG+Rl`J-ESGJ_v&QckdosDu%
zJ9`uyb}mt}-?>4_Zs%cT+nqO+Y`4ErvfW0NY`0QH+bw_R2tEsT^kWP#{!7sR`KwU_
zu@N-@+i?~pbZF89L&A^pl8|FkB>0#n2|RAf_#L-rc^`LY&pPhUbw3`#>vAlf-}zXE
zpu@2uVf$lsqBh6oid!FBEMawQy`;sl!{C;r#gVs?=7*`2`5`K0cJS})>BSf<n)CrN
z2N1s<8n}7~o=3VL{XdL-7$+Fwca}@seh?zAmt={{C2it-$(%S{c3>PX&tmK^2eNFh
zM6s=}By%jU<Z;cfRPmZ#>EJWIGQ@B6<63^h9}fx`{&<t$;PPt${U5#w>RqHldKakh
zR5lHv4hZva0Qv7k{2Jswe**E35fX748vFu0fGccbdySu1-4r91Hx-HbEnQ-E+nku*
zb|A)gW)Y)1fsDbOXh#2TDr?%^LYB_Gdbakxd2G%5qa2O<J2>k1FL2cEJ>{s~`OHzh
zO}VPK{>~V#zah-OF2t`z{DOmse-dYL!iVs=M2PcM)FHqNFu^l(jh=}SgXeNY@3{ui
zePKYfUsw{&KW7m2Ki!GyOMjyLDw0urmBPrsE@b3hH!`ws`dHF$R<Wes?qf;5{h1~C
z<^@aQ)fbk;pY(4G<NE8y_}3$T;UUC7h4>c<@%oVvhwFq`+=Tydmk^ydT%z?^n5bia
zj>=a>qV!dR$bZu#vfs>53t>yJApo9$H++aN_z;N%4-$nJ(Eu-^pW%o1z(@DNllTez
z!SK*`e`6lze*@wdO~!`@6%G%`^A|$we<#HB4q`um|L`Y4?FE7F!4Ka<1RjJW;>p8<
zP=N=b1rNf2@KbZbL+uF`?BO>A0DKuzd;m@!21GIG=t_WzMv-Lt^WSLNIq3mnAJAlc
z^nKQ^gxK98#P~k^kH>^4JR?N<D}mQS&_@>f$d8!9@IAx`2W?^Cg%Grbpe+P#A=Cmm
z051>@(m(~k7a_&PPuBok^i!bP@E@k>F;ovsGi0cyIYU+KSyW*bi^_(vsdN&XN*1uG
zL=9*M^T8sp9IOT#*;IT7*bk0_i{K{sgGD9Yfp38RznP400Ih8Z3?|!Q!cYwx7FBa&
zQRQGZRg7m-xg0i?t>jSI7SIC*I8<gS7z69TR<H*gW>cB7;8*Yn|IZunmHkDQvOddF
z_9UPF7pOjB8$)ZGzymOW7cuF}=)(`voynqF{%ood!=`E(9I8^np~?+l4(NlwGYm$-
zYOoRPz|SYZDex2LoALwBXXRI%_bQ*+Z&fJg4S4+@Ug32r)EKeNp|vgH0a&08!yIig
z$9R}HvZ$dqo9aifscs5~>J)IPb~SvVR?x#kwFbaauoA4}`Kq;*=Zn@}p3hpxcs^?V
z!1GS)F3&5iKe^AfKXIRFQ=UHnPOjy7{J%iW5!)JC+eRM12e3m<Y~hpH*uiG=fF~5p
zp{DU1YMjlbMrAx-4I6kr8Fuo1G?>r(-e3{mTZ0k4HwNQ;uMIZxy)@X#_ou-jzUKz#
z`2H}s$@kFkIp00QPkeU_DgP~S!;tb#^7}uaRtkjLL2Elee>=ekn5hadFPtqI>VWaE
z^J9OpiRON=PUU%HRml6&vYPLOMGOBki*Eiu%ohkeHeW38$b5z11M_u)_sq8m-8J7Y
zbld#2&`tB-gsz)E6~1cmLHG)aye?T#p^M;xB^5mX52!8TJHmgM3H|Sm8URn^#8V5N
zgbDM_&7Sq%WfuFTQz-YTV*<~k8QFaI?aTP@*w+i*vg;7~-L_ZwSKC36Yc|V7f3_JH
z`^jdL_!XPo;+JfWNnEt~QR1x4BZ*VC?<J1gQt_j9RP2Zy6+LW6MGpM~>VUW|(B2-<
zzLP$LKiU+aO1}E*F>ib=nWvsJSr2CUb8flE@cinQ#{aWRfzXwil_EblH;G+vo+EzN
zX};tcr$thy9G6R<a9ksE%yFyi5yu0vhaJz!O*r0>+voU7cDECi+38HBb~sbX?K7!3
z5St2hMqCeg4?fWUL1@QhJw~V;c^#@j9tRsSw*&2&>j7TuD}G_T=Y0|cPkUvFobW6b
zKRT;g@{mWf^n`nt?0)xtxxH?~^1EGEDC~4yueif?m(n)Z<H}oHuc>TweWtwL{foj{
zcPh8WgUSHu)w8JNRHz$#4{xkD2SRs-p&gOJ<b9Mlc@il{ZboR4pCYW7^I>kBlc9lp
zM}lL7CIVB%_WI{a?(!>>+2LC&x7DXrVY7F);zqB9%Im$Bs;tGC&Z|AQsIT&z&=~Xl
zL1WbOk;Zbb4=N)*RB@RPm0#*hWr568=qzY|KWP6@toKH9$RD$L$-~)r=3gxQ2Y5nf
zXPYv|Vx2e>(Y}1UBO`>ihbM?{4$YL>5K<_+HmE{jbzp<iSU|hVihy})%l(Jcm-&rq
zF7aEhHSD)Xdy(&HodMrFIt%^ZYAgt#stW?C(t;qW0OY1Zy(V)&$md9`wZ;+hdlH-c
zoXkspLLL6uBzbZ)*^t?vWY6A_;K{dnc8Jirm{{@g=oIOdkvVe9BT5vPhE*#s4sBLj
z6xyXR5Yn%;Ab6>EU(jmZ-k|N%dV-GWbqD>fKR5W5PFE<^=nA7MUEx#-C`^U=axe!7
zd5W*Oo6tKyq1^Cd2A7<}o{XdEGGt%IG-i9c4SQp%JMWt0K%te1QQ{-<iPDQ_XUGl3
z7AP)^E?4P~s#ougY}f3Gn5R8AVv%lV_)5L@@Xh+IVTTM_!mk=ON4(H$j{K(897WYy
zqNxf{nhKU1;KLvX@z6T>in|C8;1udHj%9PnfgB04BUhVj%&}sx&T`=$P4^R8k{T{P
zlpH6$ASqRDenO67Pkf2W+_-A>&e_dcZLxE8T4EMXYm8p5Umv}}ur_+XQBCv@#?>)T
z4QgV)=+w-n8ntm$6(~<-ava`5d*4nb<O<@S$-}*V0YfHm4!|zd=WHs}AZrTDS)+MQ
zJWF!C1qZW2#QHK~q<Yel<hoKb6+4m(R9cfN)SD6;v>FmRb!y}L^s3{Q8dSusH7bkS
zV_X_{-lQb%u~BKlC*86{s#%^y)qu)WCYL%U$Kkih9OOd#7h%o01ey!wpIb^q$l6j>
zvZBO<wWP>_J6JGFV18bZXm?JORA*L#Y-?t^VpB$*N_|?XdTna0R#i%yZh3OAUTN}T
z!=j|s#sx{cO!AY?nB*lrFwRf;IISR+Y89qYb)Y&G8cN6`jKjY&aqd9@bZ;rvJ8{dg
z4XnrcoMV;BWLbp~GgxlN?JIQ`m|Ns8(oqmD*^(b8+mM^0P@9vjT$Np{R-RR@S(4eT
zQ<TxIm!H1KFeh!5aaP)PlgzY}rWtAXOtLcG>t$zB?VL=ik&{K$rZPDf?qM!o$sy!q
zF>-*|JFB5PYq0OTMu3deDv(7r`b>Yd4X3-(mA|9hSERW#RHD8(My9$bNxq^WQ@J$1
zK&>dRLNh<NQ70#-OD`*D&@erFrEzNZHj|X><EBa3w@p%V-sz|1QXQa~o=4TD@(y$1
zRw~8;`u}Jda)8)d>!H0HpuHP-$s+6*ThKU->1nWHcht?~Yp(GYuB!?bud0ZWE-O!v
zFD^@0Dk#ZQ%`Gm|%qptaNiXcwODSAvkW?^glu)q6B(C77$?SrgCh>)D^%DxQDpW)@
zlZvR?R9;NZg~@TiJUCc|93b{a=+CiMXzx}wS<os)dfK#^&K3)HbF(9FU8AR9WqqJn
zX<dX=VQrjTUUjNsc2$l_MrDacYDKMfQhEEd__BWe*s>AB=+aHbQKg5CBTIibjw*Yt
zA5%tkV#}!}P@Bq=1o%K0hZD%bzB=Rp@z=ly8tEit0d7OP@ywczE_Kp8$COpqY0s@}
zcNZvW^A{;-36scaj+M!5N>)f~%u-HjC{l~BuhxvMYt@OWov#;Bv&<l@W`ki!%|WB!
zn(Ia(HLvu-YN&R24b_OKp=wjPpMrWM%*7+f!LDZH0I^rjh4$@1d}#4DoLSpAUzybQ
z8Zs60Y&gX|E_`|2K0;Y@L&VbOL`x-iCdwvsWGK#VFHnhYt5gqfZPp5Hou?DjvSeC7
z%Q}6(mIL5l`hLwXbpx8IR$w#L0IE~DfpIv4YvBOKU>o|srW^jld}z;pXx{<&4}*fF
za!{U>4o+hV2d&sS15P{{3q1u=76b|>_D6`%?u(O-o}VTc(VM3jI<H(MsHaiQzo%Q%
zr+Zl2t9z}EXZL>HS=~SB&YJtDmgiim;nhXeyt}B%RIcJP=@_nq-5CE3h`$0p$RJ|R
zg$}M?g7xQRTv9NCb0|kNN#=+tle)~Fleo;CclJ_0f#@Zn!V!yO#Y2aarGkdDW&IbG
z$omY{D|rreskjd=Qga<#qwX@ePh;lbj~X)vUZ}Y&{HEfvkSe<_ph{CYKbeC@%md_q
z9Pt;!hnWv4(mDeD4{4MIEuOksge0#~A_;2@nAvNrSy8K<IpM3lctXa5_yfnIg#1<|
zh<LBc6rVL#B;__%E90`VQ_gASpn}87)rvD#?p3m1c}3BF#S2CI<=+(SN2vUa5h^#8
z<G2=gVGgWA{1L=oh`x8i2dN#0{#*zBwFzs`cy3R`Rw)v;O_PLdGi3s|*|Yq%xv_n=
z`f)wChVi;@oz3sMHC51gOTMt<mMT&EE$!mAn+GJPZyuMj-n>W3YRhFQt4%MYEH{3W
zvfMzWEZ6^?{TPGIy_koHKeQBMfW9|Cj+Jc08u&KUK<vUkgnbP0Iv`9u56Bab30>ko
zVL@Cc9GICCvlyp|K$gQqB-?Hxk!v%N&0{@L&SyE%!f!s&FJL+`CTKFTTgdp}B|+l@
z&xMTkeG@j^ON9;hP?4!@$J`%B{Kber5AmDP_p&V*1L)AWeW<~J7clE6LmW==5Sue%
zWcnG@K%CVjR%b1U<v9mpac&kdI~T;5o{M3O&!@5s&lj@v&)2i{&i8V3&yR9+F6`iF
zU%1H8KKGoXb><6?=4r~SdFt=1#r#`__<e}qx}J~<^gVkIo(F>1!ABAQBs_q#I0xbf
z4l%&9gLSTn676g9MEkln(YkI*G=H@R?nL9aK%)M83{m?%gQ(mnBg!}08Ks+x7=@b~
z82OvW8Mzw|8M)s+Fmk_AmhAPvvmE2U0P))qf6{}>LEqz#AU<MyAh!KQ?8Eqx5WQ=J
zsNdicl}92(`H?hHe5^v`AL|miC#FQ^i7k=-!<9%q^(PWfqlx&lbRzb=9LymiFP0IJ
zKerR%KQ9oW7f*@MvoA#G5BfI-5x*1hCq1a#1Bibd@e$h{v279C<QGD;e<wuwHX(9P
zSw!Z&Adz}6PQ*XR60r{|MC7A35&mdI1V333{?AT?_p>+Qe2F0JuW5w!t(=grT>ux^
z7Yyzfm>XZ7fiK|e|Imf_wTPcLfqg*ed+-J9gSmn|Fo<o4*cyl}f1eP^C-5IW5%>>0
z@I8cx0Q?7D)M9Y3KZc=d@Dp@_DX;_XAOzqGdGbJ_zq|*ugCfxsMi0d=oI*X~7a)Ej
z{wm}W_5l41{|T}6@4$a~K#*s|M$?55pPv$VEd=!*9Q+P`APmHS6i@)_Ko3{~XW$Rw
zKoMvM!(biQ`!}c>w50~>9wt%MXQ;d>LnUk(D(22m;Sh!jB`{PVmqqz2K?~?%DE|Oh
z3RZ%(U<*U}c7uc9H24`j058F3Liy;w;ivew{|lPX`r6Q!lW3wH%J5?3tQacog0=*r
zEwfovBny;*1~3Qofnl&5jH9g^!FI48oB)@>UGReWCj5!Pju_^n$bb2O_fw%dnuJbM
z`!_loglb^TUk(0)k`r>`%TU=U7L`tAQOQD31KL0jyqy8C6s!bm!4|L^90BK<uM#(z
zkCM-rw~`;2*OHWZ1zt*0)}K=UH&h>5-%traZyP9MIFXM@KS<ji<Kv0(356$=$fAlE
z4~25j2#^Z}<U(N)>#M>D>x;rT>$AcJ)<=aMtPctktal2hS+5m-WxY^%!g{Lsp7mIf
zvK}c?_CqDgegN)If<J$U8X>kRd<Qe^doYFOHbYKK^$9h$hCk&Be=2~5yC3*M>8vlB
zMeL87HSG5qt?aiN-R##I3)!zU7PJ4<Siydwv6lTzV=Mcq#$NUljT7ug8dur(G#|5X
zX};s!(4?GSwJ7Hr_yzn6{5%C}hPamSAFQFbr^5%ZMVoB2@n<u5Lk`SWGjHaDaX9OZ
zQ4;%4!(8?=gL3v0g9gqc{SM9p{a(&}{Xx!M{bk(S`m4CN^fz*E=<nkGrhk-sUH=Nt
zRfC5-mki$WUNEG*=fD|o8k{nuJX4`oh;Iw+Z3o@&2p_;1ZE`{`9Q4UY`{~Rp8#m^u
zbr9>JRV@3iWjgzoMG@zBi)!w5^Jbo(&AWJhGVkZTVm8co$!wJGqS;#h^Jd%l&zT(%
zIAeBJ;H3F&!K3Cc1rJ$#6P&Q10(h#jz&;Dg|4*nb;yOTkJ7eA34ejtiKHTNWdpAw;
ze5MI`;537|<><{^cZgv9I3tPkgMALqdAm~HGj_H7r)*mVPT0;BJZ7^%=!nf?;lnm7
zg%8?n5IJD8OLU*jG10v?{}S72^Hgk`?Pt*~@Lo3CQQ=K?R0vNu7Mu#5fw<1_9^9dQ
zz0eLHVe-*ioILYVAa^}<$aN2Ea@oV3Ip-e4KIs<AJ?fIicgQ7Q;K0ms!F|s4!h4+B
zM0Pp#i0yD(D89{csl*n?amme&TckERPDrhHydb^S@qzTX(|gG=XIw$fRBVMa6$K(I
zX8srIG}(UwAB2$i{w(qoUdR*FBiu!O%+J0m<bt0mIqB!b9QO6)?DvV_+3l6czr!<A
zXzQ#(kxd?zVjDaf#MilZNUm|~l^S;&k{NRym0jVwUT(STZut?{Q}Rn)Zz(Kxdo8=j
zok|aRP)Q&T#0IB8UATXh*u96%eIFn3zlSm8U#Q8r8jSjf5P5Pe)PNiawP$t(dvdl0
z1@mqUj1^expCUZ&mm@mnTOvN{Q!P2--6Xx#dyed4uYS2jUP}}PJ;xOndTvu%;CV#3
z&+`}MUauF5^Sr;w&GVr$Jw8;b$CpY><*%<7A3`1@{*6e~o5x_?JBCBfM&g-=k<w&e
zv@Y2mJ)PMU>Bd<b5x_eZ7AY_qnjpL^BtvX*P`>0)V43tlV4duOfHwI){~m>T{zFRL
zek+u_{5Gl1@jIZ_;de=`-R}?8wtz2+ZGlt{$N;Ifp#L&iX7~X)xEBGfGaKu@&^#v+
z@XWzDF4;F*oNSNRBpc!_nDIDg_GqjR@6zZ{fkjcVA_I{r;{D;-lD%O?GCiSHa$TWK
z3Y{Tyl-h$AsI&$zQ*91fr`{N}N25OIoJL*nL-o3lkIHqSRG}`6$^sc6{hi5q@H`kf
zK>vS8gzkmrIg|>`mCPdBlSIjeWHmCLY|1Q8a$qk`^yC?c4-)8$ixQp}n<zdvCPT6_
zI$x$Os!XmWvQD8XqFt#zqF1#xe6f0U_-c*H@SU3F;it69!tZI7MZ8xnkEDv_QB)qt
z0-5hnUyMUI>fPh9_X4qxWFUSf*81?eF<qF9XDE^78Ai--x*dCAsyk0_vcJIGqzK{8
z#5l3G_*BW}xEz^=*~M~ovDFIIvCYbrG2N<V(L?Gb(PNrL(c82NqmOInN8i>ih<T@0
z7)zB3XHx|r2V}qVb#g93d;f^rjZ=s_0qwaf7x&tDU7amRmgmTm#X0)S!tCj+-b`0+
zSB5Wtds?Vab83uOLvoU2ZBnLmRbqi$MPh|QX+ooNaeS9*LEL~wUfc?;oVYF8*>Oj7
zGUIOOWW~Qx&&FZ-*@;v!2M_K8a^HCyggq#+7zgCwST?kOKJ-o@^afaw&qo&L%aVZt
zUDBIx#p=p)=C<W{@ik=y3)N*tiB@MMNR+3gNtLGM$rh!SDHNpCDd#44sAebkYh)%Z
z*Gfy;q@9{{NGB!fx=u>+D~;3?s*;vM71L9we0nOC`_7+}*W=_kAP0vKe^)W~Uf}j?
z94sy7l7V6=GQUKNbQPPk+KL=GjRmv#YV!jGD{~`6%5vhwi?dUt3bJx!bF+#SvNLOx
zGBVm!)6(Z_B&RRaN=)0Josc%66QBMwc&U+)K~)kns8Uh}RRHqed5Y`d+T=JO2M2J=
zwH>#i>ngGC4F=0mdr%=xx+>I3TZIYJSZ>d$DRt+qDDe|0DGC!QEQ}S;D@c~g&d-v`
z$Sagj%d1jK&TUai$eE`em$O7OHhZ0RboPFosGJ{lqH|to#^g}d*j%bKJC`Z|`R_c6
zh7Xj6aX=3Clwlq~|Blxo2Vi~;YVT`ANo%bNX{<G3YHDoR<yEdc#g#t%1r;GeIpxt}
znPrKRX{8x5$tC%6iNzI)aYaokF-6^KQH8@A5ru2C!V33lhZbG}&o#mezo|qNQYD}e
zSxDu-a~HRq7jPXM!WitRf)7@YdC&yi*Nk=7M$}$63X}RK1ybFl$CNc%vx*v>xq0<o
zd|7pYg6XvpA}KX-;)&I1QgKzevN2U<@==uyO5qh<sv#9a>Otk>8iD1zH3P~of~V?%
z<zH2T%Bf;-IhCKv4UEI-Jgog=47MQt>K5bxx4?a%1=P0llZp-*QqrMA3OdYLIqeRd
zj5ZIR)K-7~#MUsOxRzManC4`OsHSY`@Wv9^kcK*iz=lpG|M~$H-}+T*-u1iGz3R`a
zd)57+>RtCm$)}Dg0D0d!D)*hM=@<v(U>EYf0r6LKA_raYV7jsP4N7rdO#VCxlH03J
zGJB1g)Ooh7q#hSeT#pZLOn0zA<lHEs@UBGBkgg1gz&V9dex22_-kt68o*fGnJvvq@
zyLIePcI`N;?ArcB$*t|Pf?FGvb8n-v?ydjj0zL~S{lKlr|LQrYKj=XYdf@@}L;Ed+
z_8TN54SS@LhZITTkRFK}vSOkK9oZ3sv$$ac0ldKj;rsy$<Ai({q=|Sh$QPT{Un%L<
z-zx3W*Dvebw?fXbZ@auh-x+y_`H$rsdOyiJ&Z9CwdMYQ7gWVW|4e0;qJgomCb{BMT
z{UWUYE`k3r0{xHuNm0wCNW`cH2^%#b!K1cJ;HWFhZ@CZ0dwB@gb9pqc`$#gs>qw5E
z^RhA#$7Ri8_RHpr+b&%$VY76b<n(2yC8sZaBw@YylZ5p!m9Sn!#ivi<Ag+V08243(
zzjy)8;TXa^K<x76(BEUwpR1w&)?pvQdJ*EYUV(V8*Cn3oEr`c@2gYr^2jjBdpXIzh
zob9+io@>88gU5DVG2irc4g8kt<_Vgw8xb;Fw?)Ww-6<i{wGV|%R(}#U8K=S~tNzX|
z%z<^t|1!j1fWEgcgZ_mM&R>Hy_zkFm*o+#4ZFm+2&S`PnB~Bc6sSx{Jdc<zGC9&P@
zNT%<eMXYxRGM2le8S~vKEYscjY~$TE9K+pRT>afkxO%%c@l4xuf;(;Z1Fr7QkGwkD
zDX-2p$~TqGn0G4>e-Kiz3w^H}hX=GC9@G{>qIRJFyHSI&ANw#4GQ{L4KQTHcK@5+n
z5QAfSME|%2(L3%yrk$8YbWa2kofEM{`(y^uJXywQoNQy%P7X1uC)YD7r;acxC+{)J
z$3L)?j#9SLk-y;J^)FT-{$I6Fql7df@5P(24+F8I_u?E5XknMbh<^+oz$w%roZ}Fc
zO9DjkvN%z=qCn)YXcM^~O@JMd{mG5U{1ix}aT6kSHJeEOTtg)OHIIn@GDgI%?FToA
z*wxoW>_<w(u24qo@_$)^{?AAJX5_vUea}F@V-VZ_2;!fB2XGquK+Y4QbqO^PS5b#>
zolC^-2okZo;zZ=00?;JF_l=0q{pm#TfeR6M5J31J&L(^ha|zFb2Eu)?kZ>NXC#(m@
z3G)C#{^3VJaY)gB=|}w5wg0X|%0%B|&~N{f82_`_hjI}fz!mr}@B`$3MGeGFLWJ)U
zBKVSz@V^!zyssq*=am9sz0x4$l|HZpPQVw$0$lj7aM8cQM1Q>z;1|ES58i>#|3f?C
zS7Od(?ZY*A6!FiX1_rS$ek5etFNCQ4j=tX}MD!jZ0*?scz9#Tk7<edrScnq_;y?y}
zRslM|6u!$0LcV!{Xn=N5w1c7@6qB5ylN7(0;urphYQ)dMoSS_d`;aamKKgBb4P$=;
z`(N&$??|7}6U2T-&~AVf{ud73^8*ne0px%>FaXnm2Z#jtQl<?6A9{2gYzGMXAE=@Z
zp-Rx&3P4&Hwu%v<0@j3bT?u92Kae<(4az_x!p{MHU>Gb1<6r~W2KIuZ-~zY_o`Mg6
zlCS>{s4DyiRdtlK0C~KZ)I+z-2^Dfi7yTH@8_iHoIz!pTpcb@)d4#eCz!I<mtO1+R
z=3U?*I0Jq~)F<Q%dG}W<-m@rq&!*%Z=Ra`q`X8tU{09yA59&Y#@8u@*VS?1oKu)~S
zo^bd<NemUt1C^i&bb&s2M2o-(^0o@B2grrMe)3h|B>61x6L~N2kh~UnL;e(?<b@z5
z&xI&?CPbNkLbajwb>!d$!Glo8tJ-8v3@|p+3BK82cLl){!gz>hf)apSh_x|a#d?@8
zVhfp1VvCuNVx!D^u{F#)vCYgIvEAgg*irIQ>=Jn<cAq>Fe?=aMe`D@RQ06YU^B->G
z^*dA#T3;W&gPsKJJ-kjsK6EiJG%e5`Cqk8d2~~__zR0IAALR3xcXAcXYq>_|rCcZT
zLavv2E;q<Lm0QL<ksD(k%WYsD%I#nt$Q@$t$z5P>$=_vuQ+UbzqVSFN6TFx!;4--M
z52z7h8>9Zg82Z};K7a}GVT@cDVs7f$l8-tb<c(Gc^Fkwz`9mX<d8A&<JW#J;?y9#i
zx7Ft|x77QY8|uT%Z|bAWb@jE(FX~%aSJe-&e$+U_x}<TFbzbvN_G!(p?2}rQeH`E^
zI_#t1$P}n4;+w;Nu)x~8HQHf~HlaS{tGPCLV`@&G899-MhQ8#EK_v6LK{9hqKbN_x
zU&gwkU(dRv-^RMA-@`tyzmR=ae+m1H{z}d%{SBNG`nx#C^pA0m>R;s^H28zN&)_4^
z9(XUi3@H~+HRkU42h<Yv7uL|;wroOYpdIidzS>KYmp01ek(C~~WjUQ(v+y97ErXd0
z7PFZ%7U`^$76t6%<`tYH<_(-f=Iz{r=JR+Cm=EymGh4>H$84N;x7ilHo#qGlwws^l
z-)erJf1|}){`K%*)>%-#H5Qb2lGRh7(|P}G?>Z9lX(mHn&g3C4orKAQ84~1IJ5_SY
z-i(}`;Y^Ot@M8|oh-4kGPh{`4&*JW~E8^K<SH-){wvlg(Z3q8m+g^c<HbVmIZAJyx
z+N={=W3x+m+~$Pvn9U85QQMcoBk*6A!GBq5M+KJHQU0k=d(>Yb{(Cokjm$#*fhPm+
zg@;^o79<y3<jDy)19H&Kp6qq=WOllSu(!IzayGf7@~oek!@JhGgn!(*T42nnS#YJ(
z9N|&NevuK!C8A3mSBWil+$uiocu0K6@h6D^r)S~|oW6+m!++^>rb2x)ab-{8ukt!q
z=w5uh-|&a-48Xm<KbxFIZN^bADYD;NhwSvRCYya+S?j(1*{i)GxMQ9PyrZ+y`ImX*
z3oP*{6B>4}6&Z4G6&-Nv5nJFkDADISD%tD0L291sKIv}P3({R~kEG|gf0F2g_X0#Z
zJgD$gs58FS(Eq!L{Zj}uUl`W@L$UTAh-V%Ih?8xB8e~I|IawX##99&P&0ZD|!d>hi
z%QxhgEU?fwOQ_$cP<Xy~rD%_LgZNypPKh~QeNr8sOQhR8*T}Sb?v!ozJSErYc~7p<
z`@M97H<f7cp<+N3h<t}42Ty&VIT8ONzFv;wt8N19iNG@lLPf~Ba22vD+?b4n+cS&9
zJlKPwf!zL(NWR|Sc!BPqG@-7*T#=4|60x>`8VNiNM6$`hN4mjpk!+pcm|TtDHu);Q
zV+xgiHx(-U-^f-3P$?i$5lF>==y$&2tL-6j@N)#T4!-ga#p6C3Y{mO^I4@-^T7fK!
z(I<;yY?uYnuI%0@U+&z<Fuu-+Sb?_iWTED;ERn|0Lb3XgN{QN#MyaacE}4qpg>q#<
zqw*y|n-z<L4l5Q0{i;+L{7Swsgi05NQpuuFDh|ZH^V$>RfE-+kK@Jio{TJw7uptra
z?s5ENX}l~Miq|Fm@m5R^{Gd6ry}50%!Mx2eQ34Io2|~3|=_1vUd14ijr4nTkby6ka
z9kNB?{c`!?BMNz88x(WGCX}+nuPSGU|EZ82L1nWesZ>rRl>p-3d5Lkj84e#R4s##{
zIY@{0&w$=Z!+K{D4;f09B7G@Zq&wN1=}dB9wIt5sG$sV_*2ahPSH;a1ET5esTpF7#
zRvcR_Q4mutl^4@0n-kqDpB24CF(Yc7Qd;yr<<#iQ;JIRI%s1Jz7%H6>OC{4|sl<1l
z;aa#Jg>gW?4<P>bEa=`G+-u`?Q96tCVZT^+x;p7dH(^@R>{<1xZk*~AKc0%@Q2x@S
z7{Q{%MB#$OOwrtg0*UPSN~z5FX4$m39{H5GVa24lHA;zbdz9njE`q0u3GrX$662{f
zkW7lF65n|OALb{F{c+@AFXC>=Lk<d{H}JXuw?ExkVx&D=g*0aylDcdgR#lb@yDZb2
zr#K^+uOK~2AU7>RI6F06G$SQXJT0YMDkZs5CNX)gTzt}y!tA7RrI@5$%F#*Z!4svJ
z<S%lu$y5eN%}%D0-+6#*@dwPoNiS>{;%+FyJSf5aelhCq^Pze2g-KJsBB?FVBbE79
zOlh7IyC~O_o0k*Fo1GIOkeMAPl$Mn$l9HJto|suG8J|%v6PqzdE;@ZcAu@eTDLj3L
za#;FV@JKN{{j*#|I+cmYpi+@|nB#YD<9a-YIXHnnZ$tdGWvD@^fbJ~E*#~GxW3eEq
zDUl@=B|4;}#GEN8c3|ZedvLOf{CU$0!}wDQVg(Zml11Y4v&3TaiY21+YNR7_J7mLh
z7RZO>tW*rj*{&3rb6P1N=ONyIk_*bA(!n`Y3P^tEH;lt6%!5fUY%}7os)qKi`L_qt
zgtk;+uUKiN6e+6GBzaXPOm?LmE2Gktol@b$O)L-Qi!YB7h%HMHiYm<zjVLJ)4=t&Z
z3@&by2`KKD^D7#a_buA0;9YbQ+*j}^`Y7vLM5TeGUlEn~&QG`=k0J*<k^l9GzoH(x
zuMunSpsEhK3wyQl>cvTRg9^!LFeIrB)0w0OXLfwOCnvTpkSD4xf-j;rPB644O*p6~
zPc)#qLfp5yS<1U=zKmzph^$A|W;yq&<8p3Q_vG9wKgf7gQYnuLDlw~qiht(<Ji!Uf
z!L5~;i@5z>(gOdX4gLct2iYL4U6>@d%aeo-T@u$}!NhdTU`4jOv%}l{I3aDJJb`U7
zeEzM;0zNG{LS8Lpq8`nS;%?3JBwd=9N;x-el6Go7D(%>GN7||Jy`)nkm2hsL;y~;>
zCy|5Q7=sPy|B6=Rpc6Uh!aV3k4tk({=RteS<0sL*QX~>yO!#~w64GnK1oh5j`S*IU
zeR~5r-t!{4v*so6y7y%AyYv(bI(OF#J9c-A&gfnuX4kzz+_w9OxJ~zMF`KS;Vm5QA
zsBPz8h~V`v4q+Z{t3?jb-z9S}4-mI)KE|OR>)((h@q>641kS7tSR_jPhZTtLurBc)
zHYc9LGZ>FyH^yz)m*p}X%6489%W+(k#<gEmz-v2H!#90sj)2wBu%N}zdO`D{Lqg_5
zHwDcG-U^y6q=IG(K>vT)Q-vI$|D)*pKri(F0(dZpTeKKsuoU`xIrQHOtig}*6PGbb
z;yk8GoW^ht#VSiOW0fPZUp0%dT@}DgUlqx+T9wGMSe3&zTUE(18EfYnjScb`j;-Y}
z7@OeHAG^V$zv3;g-YDhOTTc1(M*hpB548&Mhtc=m0qE~x)L@K2e<E(&I6RoOs6kkd
zvnV%018){07F(o=`4)9zw#9&$Y_TH7TOEnfR!?HMHHa8&jUjql(;3~ZC5+D2W=3o4
z0+#01ahArm{Veruzp~Ufzh<j#qHMK|l%u-gzpO+2ziN@t_x2?i1H{f<jT!*N4cm-;
z7+Y}`!wzWR-O%9s*hC98DH;>fM14XH=o2;6rKlcsASwrE5#@uyMCni*Q8<)C<PX&l
zxkEif_V6f?IlPNV9sZF>AACuq4^T#WKV_u$QPy`x`!EJW@MD+3iyVUov<~}#5IY=k
zy%E=OAL36S{$Y3k$Ke5-;u6Vof<*kh1W+Vm=e3FG1rs82!47y3;S0e;_+kPPx>!I2
zFE$f_i-Uy!;s(NZ@g#Ue_%3`V{O9Q37()DR#IIik4+zpcWjj2my@-#vj)-f13?9Hq
z)FGTDMD_w9;+LVrf94XtYeIzQngroqS0tS4T7><pF=2kSMe&_GZis?$W0(Z+L3^VE
zU(A?TH}Q*aUPOW5bG&{6^naL#v2Vn<PkKP9JFyQ5vAvI?2Id56P|m;uIFA~TON2=M
zg!+qXsDbz${=;p8n+{$ej72C3EP%-4hFAkPLk74pwZ?`}SKOST9Z%7YXSnd6&jq7|
zyg*`Kpc60tAmq<?|3eGLz7)An$6rSsf(M5_&p@9|&}6ME*oX29Jc!@W_gnBF?jrU>
zfM4+!&$#&Ag7{rxguIl7&!Pg4LKipb7KD6shFA!KKavbzq#V9TH&_WzWEVi^=*|D3
zd<#4%<UaZc_CX=`j32NM27T7Jj@;is4agnz{Q+V=22a7C0A2Wt_jvsPJ|QQQp3GNq
z{9fdQY627B2m%1|LD3G1c2FdqBIy(p?LSZ%cn;Fgml8k(x}OJY{selL%mn@*7G!`D
zPzTz<JOKZJECKKz2>b`K3G4(D;1u{7JS5-9Yw+za59AAe^7(&(DyX69Dul`aF}xSh
zCX{1}f9U{xKqN>31)vHvgD%hqhQKl~2G)VCh_x4Sj*(B~5>j-RyeBV_vM;ca=wH0X
z>p!8&(E3W){~-^g;6;caA3}!kU~J(BdB9%@!T%KxvOy`B%tagM0SnN>#fUJ9n5z+U
z6M2hVye5Yb`5cDrCV7tko|2E4K9jBtfTQ&IA5b-DeO2uLP?Ch_fjSHs)PhJ(LryGF
z_Ji>d!g%mUqoyVe6p(McmE;R=Bc?zn`M}#t-ti2O*E~zfOP-bF1<yM2jAt8p!n2<|
z;yFzo@cc&Z@jNAW_&$+a@M3UsE%|*C_%XjtfoekQYr=O>7lHqRR~2|MN|+;Z@Pnl6
zF;Be67qKw%K{SE95zQhmMN7yFks9($q=oz;(nTJN^pS@mi^v0!<>a2oYH~+pGr1+Q
zhujc3L4FgtPJR}9O0I~1B0pe**9CYl=fOGD#+;o5?<b+U@E>%c|FyCHuLJ)<8~M=0
z_^3@IpOvi0TLl;LLN0(jk&Pw~WKzjpnLKh!rkvc6sVBe5w3BNxJ>+MZh2$rhCFF|i
zN^(hdJ-H~ilbn}3Le9xuA*U1`F~<}?FozZ4mMKwYLW!~tOad?FJJbO24d6c*z<)48
zI}DKzJ!$e@M~yt!G$Iex?Z|CaPx7m3D7mT@PcExvkc(=C<h*(%Iji2toL28(PO8si
zj;jwa$JCcGM>NKnLmHcz361@%1Da=9do}N}c51z0ZHMo&6>R<woACM_YQppHOW7Qk
zs|AaEH0LAlO+?5a1~TNft_Jx<*PL9^n@P^;`;(LUQRJ9@5_4ETo0-rrX7=k>vG(dW
zvG(Y9vUchBvUcbXvA64wvbXB5V{bOt$=PIZoU_5;SI!#47o2g!Z`?6M%2{bdIV&c?
z`|r@dV&h}Y1|LJVSn~xpta!-{_*0in6v-JgLvqZ*o=jMHlD(E8%r1*qX1hfyYl}rL
zYm-F@dxLp3d%bxxXRY}h&T8|1?ke-eJY(jocvhHi;azTikaxuVGVc<LC%nTJpLvHY
zDes^q<r(-lT)h6pUq>Aw{u6wp-E=|y0r<fQ&t0_PBPVR6$%LH_*==u4w#{%Qn`Zbk
z>+B;~tL+omtL)O*EA8?*qjqK75!+gxrM9iSi*37k7ugK(4cRQ`AFx?3u)t=IK)>x-
z!TGlL1?Snl7wCrnGS{B+0p6)l#D9tScky-ilNYpxH|if|LG#SykbO?5f0(IGHoBOR
zHLi|i%+-ro?h?XUIx~j7cxDo3$T^EU;9SVFz^Q__&#9iT*QrBbp5uJMZpXz!U5?|z
zosQduI~<RTv^m`pX>ocZ-0VyRfk2Zp<!_ov`MyJE{QGO}H^e@VkM?7M(4GFc&-H@;
z-~s=^Q;Cdu8It8*c4V=aJ2T|z&ss1mg55VOjyumIm8aVyhqueUn7`A#TA<ynS+Lcu
zTd3J>P^8gyg=oF&X0bZg!(ugV*Tt*dUW!(^Q{gHPDhLDs|99RZ2M?hCCq1B3p}5b7
z_S=QmEojSHUqQ0MPmV10pGJoKt;quanM|*r53AcRgfquCn%nM^$kXbR!Po4a&)?u(
zE?DPPFI3~zDN^OxFIwR_B3ACXL88?2fJBMc70F_+=i)`)R1^pU!T%tDSAka;|69KB
zU_y}pNcb<&h#!Uc;kefi<|T`RrO7~u7MUMnPP#)Jna<!@thS&)PIFKMw;?c&r!F9s
zuR0)yztX>0u-v~|xYVyzq}Z=ltk7?XM84lz$vnTkQaOGX!5@-2{$Is%0;mWO0)pRp
zj(PAK`g|q=If%uYcO34s!B`CL^}{)2VYme8jZi0DktU=)!k%dkcVpFu`>|`nLb+9;
zF+Am=NqnUt8T`c|1%ida6~g(!O`^F$-Qw9nizG6G#--AOc1foNos&)tek_$5{8>CL
zgo*-TAoQIln1@%9gA?fgzIfySU-fIi2;L9iXY-=P$eb7z@_!gR>-Z|JwQWDM_l^q*
z?vexoM1Tmy-QC^Ym5_u40zpG?3$DT4p=e8iD($JgM=G?Z?(XgWuARUs@A<wzzF&V=
zXA_xwt!J&7S<gMsOqOKY%R>C1d71vIxfv1a=Ja^Y?6frf`m|hw+SC%G>eOnJ%9J@~
z<tZHlN|RSu7AN-%DopMjoS%GtNM7<YLvxcq8j_dt>%hDe?STALtvQ&1sg92rhrbc`
zC+Yh|mOLj)hyiTJk66psx^m2AaqcKtkUK@%@q=1&eO0q_Le=%zv6|Yf6uqjfEQ5;7
zLZh<GN|Ta|Mzf-fc>@YEmRshgZyc19zHe|=`q?3w>34@_q<=6ZGvk+mnHgG(tPHI=
zm_0)03BJhq-^j;<LHkHKxqk&YAAUqP@mN$~D)S46%iO|AGN;f<8VkLY+JazJReqGF
zB0ov5G%v%TI4|F@Ft^+|KeygAH>b@!J7=k7M$U$TY1w-Qr)HlXl9KcE(Bzzdv;Apc
zN{-edHAia>W{-HAad;-1+5`H18tsGC<Qp|S`@nWdDfe7UsXZtiBC|`arM_&M)Rej_
zm8AiyvXTgOaY=$+VR4#%UU9BrPEo0GR#B~KMq#UYTH#`g<brhr6AN|^N+>uvB);IO
zA#nxovi)&je1X;?p+IX6W{>y><M4DI=L7nE9PRz}{T|F3wjGt!o%5_%L*+oJsTwDh
zRrXR=HA^X}@>3O7hN<%^V>LMyDf(Fz*#_z5#YU;+)h5a1&1Q*Zode>^)>y`r?i>_d
zdVFwX*)4c`aAfHZ1EWf{1He4GRBQH#SD1G?Kki%=<Iuo3%<1=FR<LcQ9raLIKS0Xr
zM@vb=WGQTLk-P?PC8r@+m02IHPOneWORdY)PpT_4OsK6ij;oz*8eOx%JhEn$MR?72
z%h2j$14C+V3<|D!b6`mI_m&~m+5w@}TJz8<t=S`9VE$iY4xC2o088H;ZT%k1QnpPk
z=<~JWW>d*;878?cHj>>sT{2odl(g0WRZ2^QDzPPA6W^Ss7u%d?5H+XFFk()Faahwl
z)8M8R=7CLH2Lv=7vG8lU2LG_|oBiDYzu8)I|3+45jat)3=xWn0F$Txz_r7-KVn@FR
zvv47~_X70!cQ$`VIlW_$q%IgQ$qVcxap6pfU*My}E(lRYFNje^b|kCAJF@jcI!g3|
z=GPep%x^RDoxj|~dtQ&J*Ste!9`l|s_n7~NnMeCKW*%)?Q!w$E`xm!}!P(jP59sei
zcl}~=-=)+aETjG%@*sJcB5}*jC1&|ZiSC*tkzKq8v&%!mx&oAtt_UTlD?t^|m7(@q
zUa0Y2UajZ3yhY!A*;2z<%QhLgE<0%Kvh0en^RicsotJ)X<h(>{<h&Rb{l%3!&Ixmg
zK_@XlZ`BHNzm>W=7;>LA<UVV;|GSQ7Al4g8(E33VxM7_5Z<s268(hS9gSU8Z2o}!`
z(Tc~06vb^ru4?9na<$8bCbiT0MVjgBH|RO8@6~r$e@Wkd{onNM*L|gLw??aPw;EPy
z4IXihF+YU<j^)e)w3ngz$b-r6AqHE?|F?_y?oh;ir@749IZS5mvJ#hF_Ts$DRh)MD
z$c$Z~GJSWPIPT66huuYr-R^p2%B~KT?XI<|NxSx{Y<68xS?{{9vflZn+Ist+YO8Hp
zjn&q_I8OZcpudTJcdzGo+{`@K#ylWZPTzwELy8#COAW$7a=^oSGUdnsnS5lp*dDc#
zNk{Ev;!#(zIqECcN5jPGSfWfgmLubjRmj+5tup3Vw~RWrQ$`*;BO{JICnJu2u8cVR
zhcf(-RyF+KUmWPdmnP<GHgZm+&rQ1+gMHKhpc!|B=OB*r9L7m<;M3&b=cogqCS}B>
z0W$p3Fd24ff(*ShRfbTPGWfEO47waH11~4Zz$*n}d8J+~t}K!PS9-+!%5gEf^0b&;
z{z%L({wC%Zv|@h#FLn_7^>|-PiFYggu0%WM7#`3mJfO3@3j#l2+9jR?c>)grUtq{B
z^5EP0Vsh79jPDE)qdQ~8@Xlm0xWhXr?s|*f-EiO;kh?qsa<^HOyWJFqvg11!*}lT|
zEBGC>|6voc@7mE{hf__z^UzK_kN#!!uM+<ocmPjQhwwDdf!xD`cuw$B6j7*2k(VuC
zC>Oo46y4df5Sqb)(2EOkI5%ZjjJ#0}?Z6<vaR_e01NaX91lj>B8Ta{&cP)L-r{76e
z(5Jud=sKWlh3<&w@n7!aLC_7o*M%2e!JBIQ7TWRl02af8c^G#zi*g%05l0qg9{3cr
z<6|y{A6K$qXVQJL1x^6w$|vu^x9~$B3l4BT=39ltJo%dLIVkk+@*E8P9gpr%bO*da
z-*vk0z`x-G_y|5$SdbgAAT`5pvBX~)&H{M?UWgt3gd1K+82&^Ci31nFUl#)d{wsn0
z6_H>63G5JNGvA6CsuW@#hPFF>wtE@>={5Wxe$0#?>+@eeMDr8)0vJ*fYqWr_$d4+t
zjM$$!KFA=FC1S#RQn`T)p+Gxyf2d2l1h&C3AmCa$4O+|b<k)x*rl2A37w-9s&VTTM
zC`gB5`2X=APV;k@L01cMAKt?o_!>{*xBumR{K|J8M?0AOcHl^S2QcKb=-R<OfAN4Y
zNQQi<f;rFuIxl85Y=mv->_O)sKE!df&f_**$BTFt|Km-<^f}@BxzG3bmY@CxzWy(?
z!^riAPy=C!_h5<_p@;t<_zyA@0wE5vpcLw1E?S-R1OGwRqO%#D9e6DJ&^e68X*4e5
zeB4I;ReX<+7{VX;zg9kk5B?u$N0RFg=Xr<07NQ-%)(k(!7+*?nIyEi2@zD7}sr0n~
z-75ChB;U$BbQYu2jm|nemL7C=q0@`bae1FuyoVR_fZCk5nZ$4M8~-Fye`ilRm+EzV
zm_DeHc^&$EkJ0!J!%T<=dH-PIVL6Vm!5cGilRpfD<!AkP`CgMHUusI^Q%$XWsBV_`
zH68MvW~n^TtdzGk8{{p$ZSpU@J@R+G!}7Y`8F@wTs=TcKtlT$vATJnxBhTW)+{1&p
zi~n-xztB#=e;7~xKN|mGj4^d5#A7()GuT>ww49FT;v=7$N5}_eDe|sap1fsNF8?sA
zm)Ff&<yEtV@;9^P@{-vadC`2cJa4{Jo-;on&zPT-y92Js(-zOjQx@;Y4QgVp;=^1S
zq?JqfFBks{?L_pgIYe~W(2fbl^2ZoU`DWxO`FN<UygS%c{y8X6UL71O_lKm*^Fs>d
znW2?(XK16`9@ZvL4(pU#!@K0h@U?Pn_!hZ3Vvk%IaYQbSI4>7QJ|*Wzz9FYaeW9Ef
z{kw8(j8-}Fki%>r(RUczVx3Oqu!oOq75T`@NZub~A^#XPMqV1@AkU8VlBdUq%gynL
za&1DkT$xZTm#nJgg4Jv}XVoretQIM!tyU-}t=22Yt+y-3tb3Is)~A$1*4LDSHushN
zHXp0@O#DT)Yob=Q6L!G%$I#l-e+N!IPMm68xaaH4Y2Q&TuS_(SXQ@|u($-e4PMIke
zrv}PdyBIlTmnz5Y^5m#psdCt^Ryk-lN9nbjr|h>|tlDe0O10Z=lWLdUZq*LEqv~yT
z7u8$s@2Pw2-&1dN_(8MYL91Q|YaKzieTa5C^$+O2@4@B6oBZF4{M#K5V1}MtceIoX
z(<jJjr|ELc*;@`dhfA+>g6wt9P<A^PC_9|XRok5FR9l^!RXt7}>P=3|)Ek`EYSue#
z)2wwmptsuTjNU5er}Vp>-_-AN`Br}!zRS{nG)r8x|KWG^KSTdbfAXy$wBb6RFMBF-
zc9yvua~mxO-0ftqhnwv543cf0(Mpd;in7roTeaS!NVV3ZQoY)}LA}y_u4aXMr(TzP
zx85@MP5MjR_ZTd4KVi`6e$8;9`>Tc>9$y;H^Z3)C-BYU%dXMw{EG|KQTzWaJ--%$I
zAIZH=E_tT{$v1rPA9#1pPQOXA#ot9X`uoZ{|8Qlsf4tJ|m#*sa%Tq7&D^)M?t=25^
zZPHulJ5RsEXPLn~pLK?9K0A!&`W!K8@wsf=?E9i|lkca-v;BTIob9JI0R6_t_{NjV
zVK8G5Mg2uAd2bxG2W$_~o;^VZvMqS9YzncGwIS1GWvG{Q@toAskQilANU~~SaF%+0
zaG|C>s6sP0s9vu%s8zo?sMD}1aFtPG;8x@Mz=I}rffr0`f}S<44*JNnI`~)Ps$i`l
z7(CABzPty7e&0j;Y7+Nalj%R(z5IJ?1hog@)E-2Plded6SrX+Yosj`bM`VQ39+9AG
zjYv~BN91an!b|iT!>je{!{->(hIJTLhpjNG3fpW_5w_p7EbOdVY1kdJlJNK8XOog}
ztx-t?&U3id;1M4a^H-v|-<(LU!_wyj%Z^^QJ7~*>81kJMb6FNUN;+ewNJpHjw8i-<
zEwQ1>oY+`ZV@$HTJ|;_38(pYZ9bKVc8Qow|9^GzO8nw*0IBJ7QVbmV8f~ZsG`O#0A
z=S9B@Kbq#nXpO-L3?K1t=D~~f`9>-^XC^f;*~9?0aLHdqyOt)H%7Vn<(w;a`T9al-
zQ<9f7CI%^WiBYQRghW+kLb|#<Ax~2pU#4FiUuRGl-)fj2zt}i0Zk=gP+%B`MxD)1?
z@wdz~;@=*S5&wf}MuOHjGeK*V8Lu^b#5;`pvuIsK^K>q`e?IvZY|NqdfOaiNF_yWh
zLu5{>l{BU~N?oeERHynY6{+E>vXnSgNlL1^C?!WzkX)>nmt1X-liX~WmE38Zk-XY8
zJ$Z*&YVtAjl;j%&l9T@h-<c&RYfVy;wMGvyWNY{@#^DZHm(e^?K<-~m?hk7VS?g!9
z*3HzHrp$p-pE*uyvh1WXYo?TC`YOelp-N$9j4D4PS)H4arOD1H)XU7M)K5=uGE7Zh
zV4R%3(j+N;n^{8oQS<opYvyt3e}`|);?uPzU<^iJsN=PG<^nM|Pv4K0a4eLO^OZ9X
zO1a;eN4}A(mfBnksmvWMWqFgOB+pq2^SqS&ydWhvH%gV2o2bsr&CsOh=If>Al<Ozw
zG#V!6%r}b9USSfOz11{2`><J5&J*U5Ij_MtrcpUslc;R1F&KfNj+ZzFZV-br^!-o;
z<50~wKvxz12Vbi#5-Be-m*S!kQcyHe@`|TRPO*n%6$dC8#SyBsqIgwGQJOlbC|8qE
zRH_$OSZ@$h*k%+}xZF6Ru*W2<@StgE;bpUs!oR^+rXdAd<In=F(L)T`8a~G{@C0LU
zlD_X}*}1KracJP#1Gcj((dX-h<tCC_K18xACP+qwgQQi?l$1(eCAl(GNvw!b#aAS&
zV=J;X(G|sd5#=@dVdbp`A>~Vrg331;2bLW$@h`t*>R0}fsbATbCjMnwWB*dE5f}zM
z<POKcMaJMLec#iF2Q!DfvzfWbwvM(G)0V6{14*m1l$5$Ll2kug66&2LuHH*x8-kSR
z`bZ_RK2a53pP>$|FVF<nRp|xRHS7D=EjIA2+hFKjyWhyO?t-yr-HXN^wVxY#*8FMc
zS)(=dtkxPl;wCXTLw^sVzq6IRuZ`Thow*3rbIH3}SoiacR9rLuL(6c9!i$M)b(HYd
zSrXRjCn2q2N>FR86408e@^8&k`L>j+y;^2#JX$*S+*;P@&uZCg;M#J|z@_DR1DEE{
z3|!{?Vc^oFHE?ax>buVF=L&Q11by9y{+9Wi6Bh6u(1p|=bTSTXGa(+r78pzLLi~q?
zV<n(-iuiXriC?Fu_;dz}cW0z{b|xzBomtAP&JvYtXT93FvqL>&;cCtFg}XJ53(x2|
zEPMt&(KvMcuIDgctLHH9FU~Os4%6429mHS}=Y*xYXOS3(<;;UFa<3KKe+K^*D)H<#
z7x(UA;<nOCX05cBnJZnzWhL*SSQ#Qtt72uwsx+Clsz7mAS)<skY*VJL>{d-)xkEK+
z<tf#~m3LJWyFXS<T=AQF;&N?2%h<vR#(h71?^!|&(Cl1E3|13^wakO{<o_GU|2LBV
zZsH#NW<zo4u@w8Bkz&_lBU5`EWJ=FWnY_hUY`28Tq%8?DaZ8q1Zz&V2EzL51%Q6|a
zWven~%W-A&mfOnco)47Kn|@VBZPY5GHfU9kI7I(<(D!xS%!4&}FzD*)VDh&RgY9@Q
zJE;NKMGeGmY9RJf1F_#&#_hM1vHM5Lm|hzh-RmHudS}YWUSAo}8zIAclV#|Ed>L|}
zP6i)XD1&&&WZ;3rVtL@ESoFRpmivAd%e`8$+@n<<u?PK4^nK+zJQ%d=w^0LuW*T}?
zy*!6-kQ$Uj=pP{mKTZyQk~)CXMq+Ws0)~tE87r_8voo&XC#Gj2#pFzy7@sK>!!s>n
zaHd=I&g>D*=?m~Od?k9P{uKR_+W)YHxUV7Jo%FkjK9}yp2SYRF7<1r+t_Fr2_ze9&
z&wDT~;sIPC55A@rgBzxz=I<yg*GF)YvjRJq3H~fZVt^C<O%C{*4D<~;cjG8L#Ukx}
z_z|@KVLfBLgub`zp$>;WXQ3T?8V~9m`e;tQj0bR)I)oeeFHiCe%F`m6d%}gz0L)+@
zFI}P?&(n_QX~&DM+>oIi_qiCqln0z-URnlp@FjNo(tY@h@Ba*c_OYBX*VW-v9mWHq
z&v6&fr?0Npcn`@<{3n_|<Szcpvv?3Mp#3tu3a`T(`YeD<dHB*2Ut}nY(s6hqlesbE
z!Xlk^ycdsO!Nu?2ob=u&;O{fI??1uf@iq7qzU!lXKVB$d$~((>0PR5f>x%AVbVs8*
z=tcaOztMM{=0D+Wco*IS!YUuANlJ|HCd^qJ6O%7SlBn3QSf4>n2<`Yj5s#t-IO+Yk
z0hm}n(ZQdH$4~F{QO7*XXRH&6ckpfA1wx!{>F+4|Yl*J$ztG`F`!qjb`w4swU%=P!
z4bUC=LBsxx@j)!8Js~FA3E&8RKs&UY47CejGZ1tw1Fa>{pf$sDFsAN71%eME<lN#2
zUJwB(Pzcq~4F9+P@V}plInU4NYC)bQSAUCa`wP5+U;8`|o$v7r=(dlewIJ6w!*|dh
z%6G_h``SUyEwdmP5+Dc4p#j>U6S`n6I-Aki(N~A@8~(#DatdGKGPNJK@g!a$L?4m)
z|47Jq76l${b)Ua{h<4y$d<SYEOh9yugo)q`eh>{hKd1<;YWgz=oq2d4i}515(OHL1
z4@0t({qJYLM;WSfcpum0V`@P@V)A^zcmK_A|C_zM2k$=Q0b3n?-iIZ=gBc!#0kse+
z{0A8i4&VWyXeOeULx0N9sUx~A_#PchjV0);#P?W_&K5Lwv;TukpOg3=mzlzM@I3w@
zuhFVk*vsG8+e>i&zt9fDe;8~?EcEa_@Ig%RVho6dGKu)Q&`*CfqtQ!4s{ow}+TOt7
z(TYvE0EMOKtm1IpfW|g7_Ts)AB?9M|5jW*72lE|TdYkch675^~E;rTx8|^6khhaiH
zU=Z!FBp&92<rm{|^0mG_o{PIYP={cN#>*R;OnF69BroYz$qRao@|@mWc}8!c+|^qq
zcl1}wZE9nlq&DWJ{z18}e_E~@T$3w?FUn=(59ET$Pjb$T${{$d!(1z;9@6)!;Zf+r
zuN>Mx4AsMbF{9RHh`eV)4Ti}KdD+xQo;Qn-duGY<w0Vv^X<i~X&8y|Q`E0p5piQm}
z=#)zqE99cZIyrB#P0m{Em(!Lf<do$Ta>DXCIXdtIIW+huIWR;k`(fXI!JmD?3*u0>
z#^UAF@_@to%@KO?FAGz7*>Z$D!!u(~4Vfj^hX%=&VKH)HSgM>Go+qb=m&(cEHFA7J
zlN=k-E=NWzmct`g%E6HvrFY~m*+1&A>>YJpc8|UzyGFkw+s1sSY#FOndSLT7t+MGc
z_;Xx+C2k)&a2lM(shlmZ$&!2H4CP7cm7W-DCFjS@kW=Hm<=BKUIc$|62dy$>zjcA^
zwJw)E*0r+Bx><Hu&zJ4iOJ%Fg8l}f(tFqZ<zp~Nhw6cEUO=aE0H<Z<rzEW1&YE|8^
z0=oK9*ebtH;j}j$`+Fvr8#nHC&f@as#9G@<B^M@|%SqcYa(IfJ^iFk?J$NxY?V@Cx
zU9xPk%aYA@g|gAELRoKDudKCiQP$WmR94xqP`d3ms#e(VRxP(brdn$MgldVyef1*8
zPt^+@e^)PX)T%ljGM}xE?>U{mkM1kp<XgVvd~n_i|G|~~dzy*t=XtGNGbYJaCuiC0
z<Rj~;i&^U&C##&(q}w@1>2fYsmN{1`OPw2)#m?=jPUj`61<q^K9nRa-^PCT<+nq0H
z<~l#CX?6Kf)9m_-W{#^?-Sl64?Mw{Ne=d;z2jhQ)u*T){LB6(UroL>QIY>6TO^~(j
zj<V9-UAo)@Wtn@FEOt*+I^8pr1@8IEeD^X{yL+u_u6whp)qR1w*}YrS<i1%m+kL-Y
zgZml1diSUGYdzl6ukrXvuf|iWsqRNz?V;_1SAq4_;XEBiy?Z46heP4i9t5$@_EBV=
zmxZkK9wW<rrpjVpS6S%mEAxHBq}?}Gnd_UPwD@K#b9{<avwbR64L*(PI-hoRt<N$|
zwa*5<N}oOY6+S2R%YAPdl={96Kj@eEY4t$Uhc8?Bfd0Nj-)}}S2C?Kiajf&%ZjE4#
zNjp~fo5|vU5waj~lFSQolDR=%(i{{dO+isgLr|hp7nrWp2Ii@%14~tvfwk)Lz*bFJ
z;3B<}z%}|sfjbQf1CJTx2VOVK3;G9qXOI`9)z1ym>VbyOeLUb2{~UT((LT*3_E0j<
zUa;LnJGzO-qEHi=7dk{*L#<>^n4>g?xk-JPztn_<D^+1}N<~<TQWlo2DhVx86^B--
z3q$8<@<SKs<%O=&&k5aTkQI8wFf;6`VMf?%@Qp!6xK<zZGQ#@Mu+{vFzTS-{_eb|c
zD(n1oa?Uhjkc9scL#`2ND9w=rr7>!p)J54zb(E`AM)^otREU&BMJq*7iAq6KhAKa*
zK$RO+q0WhF)MQ1@*UN}pp`RAH#UM56kYP&H6{F;+zZoS(ePx&wt<_JC>O+rhAFneH
zo?^*$0sW(y%)=~l4Om567SgWfSdG-jT1ZXYXsL*sEM;*{QXJ<gg>iwB9~YtI#>Fey
zacQcoxLj36T&X%Ou3nQG*QS>ow_HClZnHr`+yTS5xJyQHarcd4<G$dt)&TTD?-4IE
z2XE5nvl)y-4*6Cdxj%Ge^X>)O)xh_v63wM7X@nFf*+@asG|5YHlbj?!$w~@SGLmAI
z^rRFeH7Q$_oK&n%N~+N$B(>_rB`wvDN!n--oz!a>nREeOFp5a}jP0KWkx5#8(0jxS
z#QQ2*C(-XMU>u4V2UyDIX5v!KxRj)sN<rFC$xXA8>~wp{OrI&~={}O09wI5}(MnQ!
zl9G^~sftf8RL7=QsiV`IHIZqH^}^HE8-%6pGYCyTXBd+HoMCYKr)>Yw4@uMN&<lOY
zy#(e0TF3J7!dQBerpfAZ=3*%^ARcA3EkD~xva$zB2JdlB&7LADInI)l<0%O_ffAn+
zp~U7SC^0$ds;HcNRYXpOIxMG26Oz-Z7nHqLKQL#Hfq%{!1HYVS;9~>7?BDhMv$cAC
zWU+<YDIAlz<h|(cs^EC2=6HmTDm)n4QAA8K3-lzVz(SG=MoB{9M2Rb$CNV{B5?$mc
zkwsw=Q536$6{RX6MY*crqB2!rQKQ<wutVcpxLVJ<aF@PU;c0!(qPy^+zGvaDdY%Q^
zKD_d^8XY%?!RbP3K+xY_%Q!SJ4$xN5JfJOkmE@hoCAQ2=qRWR#WcdUMudtJ_3Kt2j
z@Rs1pAPK6Bl7Px2#lJF3@vSIUc~{h_JS*m@-78jVW>xIa%&a)6=UVYJe4yuA{)@)7
zT&r;{`->~Y`#2hV>llY7j)!LQK4^yW+2mb~<Q=pptPcO7j=uw1KSl!TZN;x)y7)G@
ziBE%{csGQJXG5HLG^8tT4TZ|ghH8~d!(5efLzj9+!#4G_hU03-h9}|QYRCGY)sA&q
zwPWpH=xU-4(f^%u@MY)XKeTi2c^-2Ciujz`M()ek16tMM)oLytbBBrh+zH|~cdE>4
zbC#KHp5oFLB+hM7;?$Nb)7x@oT3dzU(AKQjwJlSowrx>OZab>7ZM&(O)b_4w(%hd^
zlUlTW*fwibI!-d~`_bQu-s%p#uugK%MU2B@o`ZpS2n8?Twe~W7v87B~JW?DM+lc)V
z2eDh?DpQyE$do0aGI?p7*e=bGNlQz_W@)2XFI^-PmTr>qOAjeymtKRnW$fY~l(C)K
zeipKY!^C?Recpg}7e2`R<>db>@WQ&u|5p-&RpkGx$-lsU4K)aBO~rccAhB9IS|+TW
zDC5^T%D8niW$ZdX8M7{2MstE4xh_vetgDgX>*mW)Ua~S|eXk5&cSQ!R`@0NU^SumS
zt(C#6U?tCjz<%_%(C^h~FGjN&o$__m0&O7w-9-M^!#(gV)F5m{e;YLr+j$S>PE#4O
zbC3+)IZ6iYw2^^39mI0iEbteLT~RV%SDKjbDiyO`&0@N1g_!KzCB{3?iqXy&#AwIo
zV!ZuNG1;aSldb*iAja$H_j3B#ww`m+W{w5)l6Ei;cQXci_<JCGsR7xK{sD6ELwEp3
z^u**Ce~07fATc;PO7xG~h~800(HwOX)zKhPbQj;FoLG+5z(SxiM~=dioCMy7ADM*O
z|FDUeuUz|=2UEBUFK{2vfgHpGI*bR!uTDCK{t4;;PU8Wb<ynXeil{CcV{8t9A>4Er
z0~28yCp>ou0Z#Ili-5^?8IenL=F&xYmEZXaeh1nCYv_9?@t(btb28d#^fU4}&%vBR
z|4e@k%xHdf&}ICWtGtKvhEV7TPieq}8(<bJLTSg-qgf2va1nN-2+#v>BotDC1OHhD
z{Mn6soen*78;Hd--@_k$EFtdA#Jr4tXVBkhbbT+NkEX5$X5@7|fLr)4{HppM+Rwp@
za35Y$<B1qii(-y1GLQw?2wqBV#RA=d1tRfyI~+3b4j7YnnDFl~!0!;qx1Wa(`Aj>Y
zm9efQ=2`SR25mq3I)lFIYG6j(VeFqF_Alu4fH0EWk$}Kk@D98S@9D8HCMF*elaGf|
z8!{e$!j7bcc<3J1{f4>mZ6iKKHxTUa2<&&y0>2E^geQl-$6dh#yUBA%Pot0SFm%md
zCibtR@lSYLrv)^>&j<OG?dR|%d=1~i_xkuOrqrGgliwMezW1Zj4sA3PKntt|Cb;$-
z&{5DD;6Et%528bt_fG&jaEDMxf?TM8M$q{Wi(mz;h0U-X_QGK}1()GzyouMzn?J=b
z__@#X_=T_j{E#2neh1%x)`VPNj~WQkffv!&4qLV^5CE}|3B^zYb6`F!L8BX2VI3Mh
zXzXPF`|%}?kzt=BU%!FI3w_SRSA5d>9bdrb@Y%!dqt9A1a(yG}4FvB&bX%PtV+GSd
z_e_q?4@yQW51n#!>d|OLqk}y!MPnuY%6c@mu>alc{~$wk67S<Op2Quzf`2k)zF_M7
z#&Gfs%KroH0CIg(d<QkpUI<=9pBJO6N14KJ%|bH>|09m!&OoOSok}zs(U^<I0yLJQ
zu@VjHFk~y9#9pTD5k}!GzQ+yRhx`2ZArbkJLrUAnvuvMv46P;phnb3b!SvAMv*5`P
zi=T+aSJVf6Ml3#-aCx73@j$ZCDMq6jjYc%)qOkytWoWEo{~Ou&c6^UsX2S`pgD%T0
zxrZzCj$9*RR~fx4>|Hlo9;eUy7=XSRFr~EyM)I>_fiCaiq&DX*YIFY1ym$pK=00^X
z&oMvmNeNM|##@=q>1r-+%R+RPqp=2!9=XJrTws2l<G(Ys<P>{2sro{WtACSYdOStN
z3x|(927i*9+9a$+_}r31kJHTu`iAnBdZ4_f9xpFy9OM~|huqc+k(+vPa!o%?uIT5<
zC4*AAU{E9H44UMOVVj&X?39y6E9AJ*dO2#eT@Lfkn1jZr<$%de*>C!q>^1vBcANhx
zJMmt24B$w54Be}af8zA^=~zxV@H+o~d5}u(Ge_>343%4E6XgkWC%I_uD`y9U%PETl
zIc||5M=kQ@uw|JXw5*k0%Q>>oa-Qt9Tq3&%u9lqxdt}GJeX?!P3E48}n)D2QSvC&&
zT-Fc$L)H%C`T(mR<JU2qW~|YljP_K#4_ht=6R_0rVy+Cdkh4R^%88-&a(I}V^bQXc
zp4gV%Ba&pt$Sm15vOu<uESH{9b+TzxvuqsIA?rskm$jqU%bL+UW!0D?(mm#qtQh;8
zEFbrgEFJ%=EFP~_7Coest&SgTh`l|h;Tc?RoT-0cdy&)q>4~f}$C%1Np4Zwtev<5%
z;3QkEyk(PBsBEx~m37uBvc@`FR@oFuw@syV*)+&<o4K;oW|1tOxJnjH+@dU;*sCm<
zbXJ)^>5ekb_C2M|_9vxvvQ}yNFTUcm{ubKLaf!L%$vU4?>xr5857SuZPUiUw+d;B<
z@_1P{#X(l%#dO;R$a1>~S!$Oci|x{+(>_-g*q2C$eYMQ9Z<03q`N~}T<w}eFMrDq}
z9;M0Qq-wUqEmec#TdI1;?^Sivw5r;El$vSUK0c=3ucCX~mrJ`p`4$}XVSVRD-Z=yR
z!4dyq+GtrmeX=Z`;VcWCyrsh_MCLg~OPf=Yv^r%<vs1n_Ih8B3o$8bZr&guTd9hOK
zyjE51yi-->d`wm0a!pn4^18ar^&3^GtG164wtcv0RqxT~7tp^RM9vw?5(oD1ncHM|
zFRZUz%w&=4FzJ|SBki-MN$V_kX?6>c*>2&|;1(zKZmCl1mLt_}#Y&Z1wNl~Mq?EZW
zP?fr^R292zRTsG*Ru{NmQRjQStj_cJ613`E53TBP-Xi|@0`XwD)Su)s+Z#o$6TyAP
zVAi;_W1)wUw0R7cX3z05+sjTGyj-Q$+efOsL!{C>TFSi>rOZ1+O1$%xBJXmg(7Qp&
z_nxQ9^X^jRcyCr``y5bb`drjx_`IOW@cmqq?)#@Y-B+ta)rXH(^#(e(>H7t=b<4m#
z&=boVm-Z~C9drGtJ>VIsdcV<9?KfE}{hg%T-&0Ec1EknLTnhc;B;P+(^89m@9RCs}
zJD^sT88BCs5wKL97O+vB8n9oJ9C%KX6!<KBqDc(=L!B6?RVVeMVyk*NfZU&cpGEsn
zBDoIBz>REI@b3=3-W1Gx4+71lGH8U92HQw+u%i?N&yxILU&##)k?i1T$qY`CjF3zv
zJ)}@c4XIM4gfy#?LKdkLL)NL|L-uOoLeFSoL+@!~LO+7vK&#df`;Zqx$o*sR!qDzz
z`Pb*cuwBZ(+xU7N?I;g3lj5+UQV>2ta>MN;JKRMw!@VRuJWx`@BP1m}L6RfVm86J#
zB_X0hiH~Sf#YQYt$3(1AM@8<|L`I(0L`2@vghze|zk*gB@fgoA4=%@ZE<ks0CUY^1
zaezhX-0vkGm9(QM+E{X<21!=*SjmW<ENRg*BqiEIlA`@3F(ynBVqzsOCRK@z$yK6b
z%9N;>MpZ;?hblaFl{z$brzRx!q$W7_wk9a<eN9m8FMQUj`-ou+PcsiLB(wBKe|HYK
ze;!^KEZ}nk?JA`mIq?RP9&ahB@uMUuexf8KOq2M8SrVJzD=`Tn5}g<=QHjYCk(jN7
zCzdFoiFK;r#CfWq#BOy!;&!!v(s7Mn(vuqBr1#)wwO^w4FA}usTa5eJG|mZV?qJEc
zzL?_?=JC0PcoY(k^c1xurI<^6%5aHIv6ARidx=VQk%&|;2~P`>u(U`CO-q#Ev`i%^
ztw;$-t5N*Y+El)2T`KRit!l5dqiWCen`)2r2WpSBpFpejO#O>%jQdHn_7{@(mU2!g
z=bkIH^0|_B<PnqPY}VYFrV^PsSi-Z$Nodw&3CW%z!P)K-nC&kC*<s?J6DNK-Y2uTU
zuXyEDDV{kkD)*das#!Tbs+l=Q)UG+#)h@Yjsa<k@P`hSpRefZ!h0FBwXg<dznwzW0
zxoS8kz#Kl8(w3|ea_=JYz5*i&DzKCQycqvN8}Ti45T8O<@h<WfuOgnoD2f*MqGWL^
z%9WW#<%(<39L2e4i87;jlWKbLA=R|vt18Fhf2tgdzE?RGYE{#86!deBF*t<Ij%sr6
zdd8uVae#&f=3*Ur7ww6rJpmQ?59Rm|6+^|nV!XIjOqQ9IGsLyhU0f>t#kne6oT?IJ
zMpc$ft11!4sz$M|>QtsyZBV9E9Z)7$T~TbS-%xBTzg282w0%r2*Q#`!q>ua2*oyAz
zIh>bB0a{zhec9$UbMKX}g*B1;@qL#DW0}!tDbpKA%Ctsnacr~`huJP-Kif;}W(UcX
z+0in&DOGHn3T0wbt=Kemh*i^Cnb5RP#y4G(aZRttxY^&xxJIoqu0gAeukYtbCD$kR
zzY*OP?HmvD$vrz52grbE{v8Nz^LPego=PUqGm}a428+$S(PBM+qFBv$kO}i=g0GD0
z2$QiL2{NW5M@I8-*T{~!GNNOp4C~k}Lp#pNkdFH@Wd2t&w4D`eTR+3t_7d}LbE!W-
zZ%HTTrNzWxDKS_^{tscx$^XF#Cd2sUdNQ)hTt;*ak>OoqWY~&HGIWKb3|TQt2Cwj!
zK`WwUV0W5Wb{C69case0UMA)%wu{+{Q)0T}88PkpRLqwBF6PTvJumHNcN;NSNDP(`
z12h`D@nBYQJg&imSxf%6o-u%_Fku5Z=tgQVHtUOdkGYuj3=z|wF)&F?dZvkSkGmN4
z1c_l!oap!Dh+a>Ps5dVVWi!9D=`h?t>;Zhw<kO0>zMn1hUFX3pS=sNwRG^i;iTra5
zbuil)gY9@gJE#HKiT*D1_uv8SQ;ETT6H)eCFqwwIIIsm4BfVY_1}VUaW<Qf^KONi8
zFYdd@$@mrcngj7S(DtG8V7gX6^k8}z12hxS3fYSXw4diddik5E2hpb+mPe^WIL@;W
zCxr`)0gw=!vSi^m9L7^<H5r^Z>G?nuWC9cZEP+15&d>16r|-hY{N7JM8(<~zepClj
zxSR74nxW`<py$A^SfMxkG#<b?>JTpQcStUyfAt~PXva0$ah-PD7|I2BtjI0m@g(hd
z%8x|>i-6mCFdK-)Z8~<F9X$0v@D=>Z&;BV3X<j37E~d|^XosKR@6nt=AI%AbZs-*}
z05lD5NWcGbhwVLh2A&1}hOzLT6nSv~zQ|w}=c8F1PNGJHcKqER67eibfP?NI%!_{<
zgWK>fFed-_zVCfBr3aaV^f~e@$G{~#xF^uR-v11e+0(>cr}-S*hgaZrcmw_c|AM#R
z9b)pXDRn2r<iino6gDJHwBw6Fl7|#(Ln>i0FuA@$=&QTHFMjpDRM7X#Qyc^I+2<PP
zfLk1Y=nkfzrY{itm)ZYopwoLB-h&U|L--gzfzRPf_*#V*V#Ez=V)FAad=P7rIA;if
z45)`LV9>P$TYC%cl6~rG4RpSP4xJC8%eg0mt_C9r;z9QeND0(JGxYlp{qN*h$G>}E
zC-lNGI8Sza6Tjd-x%-Dy9Xxy|Dc||&A-Y-&o&WF&Xvr)4eFvTQfEUr%4jZ;k;0sZZ
z3i+V(Vj7^8{V%{{S&ApI5{>nE1Y1zrjZbh8Z{nnUOZNLU8Tgk3?+ZSCMyo#MH+7mi
zbkC*eYBC;x)<Bo*<3R`>M4$hl^JB(=J?LsMLip_j`jdrDF&b5PAG68i=i&`4L}MBK
zS;hW0u<vc`doMjd!v4?UOWY*uf0^m>2~Nl_45wE92VQ@S*Z8b8G8U~u-GivX2z2on
zf#xLQrmMm5qfb$2rJ$3GMk!uI4bx&aeQ2YX3$f{zp|Of-x{;}~om!0j*mx)KBrY?R
z?{Nq{AR^!47ijSd{%^D<3gf}lU`qA3!-St6h~_vn9q5w>dckPL(vLJW^3dR27_{RB
z+VLFic!qY|r5#VpYTSm+a*JnkZt$Lzt9UV2_}3+V>jKd_N6*foa`qu-*y`x>KJ?M2
z9Y4{I?}^7pjLidTg#Jlw&a2Fe`#h`l9A3;_#^g4h&@JZ14cc*yc055lF4K;SwBtNJ
z$XUF)(|AHBc~0p#u{g?49HuhmAiX(&f^OFChkcKs`;$w*aaez4&f&%>?;Q@Ue~Lb%
zXvryP41Jr*sLrBK0rV#log{QJ@m2~@DB~!oVf35OX+vib8r|%FqwFCTyOhJSLv=y6
ztMAHIz4v5`{`az(zn!$nh$p)q<9ALey4MZ;o72i0@B*Lj(XOWrjODs|uw2qikhA)Z
za?;QPe<er`8AVI4akA_)&XPUG1+vSeTy~h$%65}Evek6H^q4M{&8BN*qv<wTZ+1}D
znVpk0W_M(j`FqlB@uPHEXl1!2PnkW&kLZ3h9(_)0&rIZ$Z$<9O>Gu3!-a%o;J1ERY
z$bkX2ve&{{c3S$#Hp@`iGB8#)4NQ>@1G8k^z(QF&s9aVLs*{z2TBLi>Lg^aZEz1UP
zmZd}X$>JfWWzo<lW#O>5q+|H^GH--d+8@%!R>xNpIMq(!RP4ZIXBxSNJ?m^+@^9L;
zf0&`{8aha}4x1nwM>xp3k#4ejq`!2J3YV@?ak6Ywsw^3uBa25DN$2QFSuna$I>xli
zyfI6qee61!J9d|}j5{XH<F3h^@vq73313UY1fF)Y0^Rl@A5Z2IFr7=7EB?bQ{13JV
zX0X1qBj>W_`HQg@vTFP&>6&0GORbz_k+qjBv<{N_){)X~lOSz2>C$SGE6p|~GG}6q
z%%0dRjT0A2{iIb=J87%bOgbdhwwI;K_P$av`3t3didHFm1b$2zyz9tiZzh*uPcHA?
ztg&IYJGnQf`8C95xvi-zvK=ZNldYs3FQ#?sENPzVD@{{FrO_@%>g|%G&Ms4G><XmH
zu0ks98>HNRo|M^lNr}T|rP!fYDRMlo6gobq<WKuV$(!~EX#c`dtNhc2TOVHi9?bDT
zmO8N2k6gz?=YO!ib2OB>ywkYZajY~>n<DkoouziVr&Lc5l*$<qQa&SIN@t`>$&4H+
zno%N!PPLNn)GB#SOO#xv^-8w$UM0)<jFRbcSIKbsP)T?F4YW$S%U`_W#<By=bHU7k
zFvb8jg^+XdwN7Hw>Z*}OXA7xy87WmR6Q$gBnv}ZElH!@ZQaCe23T8%2-pnM)otY`w
zvkE0^R;6Ulnxmx8>QvI))+i}%yOd<NQ>rBQ+p0wO_f?4=zbJ|BS|tH=TOBVFgKI%7
zslr+QMX|<)b&=FL(~fzxqmg!0xtU3s`!FeXw~|5+JIV8KksJ>%$@U18Opgf3@Qjl*
z&ooK(%##$)GD-GoR1&>9lmxF;N}Tr&CD!}6D#qtYRkY8$@H1$YKD^n&v*=u=@5iHA
zYQ`}S;#uRylIzfpR$^1b_e=P@QU%_FCD(hbWcf^%44)a2=Hn)*K7Nwy8zM=*(URz!
zED3(u66aSUv3_+*j9<GF<-bCS^xvk6@IR&s54fQU3wRrT1g#Dw%)g&I#NYyYN6_Du
z#5h1V%dZ9eyD5TNW8#q?U?^GsmXaPYN>T$RN^*dsBnG%je1Nya1_VlMV5GzZCP;Kp
zhC~JxN<>hN5*|EP2@PJZgamI<1&16_1%+H!1%|u{KY&(;5*Xailc6ko>Gwgjccha0
zr!f~{elqua`FaWM$O_Su)Q|y^6f#`mL#!k=#7<&DoFyvMLn1@{B_cFj!o%VuEG$hz
z!}29Kyh?(?Ta<wCrHX&}X2mb!kjgjWs>&zw?<${&??9{a3D+vV54n!UsRYhP=x)vA
zc*w>F%3`gbPQFDv3TQ`alp^sFW)c%IM4}?cNkrsi36GpEp^<J966Gtw)aL|6#YkXu
ziUdUGieGev_(soBykizCUNIXL&zJ*>d+ZgJd+clQt>PY|?I&8Rc)$}e%mtR5d(rR7
zrS>2n9|&4<@S$i|F5gR{jZyqft?<}^5*jyJg5xGiV4Q;l@Vu6PyqEaJ2Z?Wdl=vhh
ziC03lcqWvJM?#~xC3Y&a64xuPiM@(T;w8m7>2Hd2;x~NODlQ3sagqHWVY#_0j})wk
zxlqDfC?@YMWE^Nm7BPvZEuqN<5|C^me#yhdH)Vo&r%V;E6esaaaTkwNe{oL@7q`@S
znU$6yu4%>Ml2$KHX$zDYX={~f>H8GN^b3kZ`b+SY;+UpY98({XqE*f^2M*Bx?dYy6
z=a{UZ9ti5o@PYVRS^>E?-w(`IiC3nXcw`M0x2!QTD{GRtW;=>Y_Dpfk_7SJ-5Sft^
zBhzzIWm-;wIONobeeOJ&n!8%2<nEElx#twy+!w?)_Y1`~2mc{kt4!9BrBzPQ&wccN
z3%aXo7>8PpNvPqot_~%Mc7>O6@0a$t78;3DA^t<*2$@ziK^%*wh(pl~u`hBLyW#+u
zS{xyhi<88*I9Dc>REkZ>T(K_c7ORq-GQQ-Dj4OE-K9ljqf6DkGDu)ZT$^<w<Kl^HN
z>d3tt8HXm0N$9IXX`l|Kp4^u<dC;cm)oPhiWhS;&gJn|HXqi}TBR19cVqNVbR@L4z
zp(aGe*Tl)#noJo}Q!1lt=E%sJWiq06n+&f#DMM@T%FvomWLWj@GQ5gv?#h08>1W^b
zP;)pQS{a8n#sP{TbuRb+`I>JFF#x+}^3OR2GG@*I8QnZoMm3L>k<F82M6;s|Z=NN?
zTKr^4ON0z=Ns&P<g)*?EK`bdMv1sX$0WHVGyydo-H-9MRbAFWpO{|`E%+|_o`niey
zceitW=pg@J$a$%g{2$^V2;9ICY+y7D?lcn1MLYwtXejWvNEg|{bTM1x4nbnNC{9ck
zWsA|GDluF%U-TEP6TQv@qVBvZnuY&@Z$)nb&wzCFvyFbPolguFaeY`qP1G{Z30>sh
zE0_n})IhA{9z0BfF{{WySMx50HEJ=YCPja(rD)a+7xkL)qO6(1#omdXaq(Xp&Swtl
zHB6#41b7WQTfH03bMU`}`S&IKM#r^%Y+S$w?M`%Oqf@em{C6GagALRGY{G-tj0Xf`
zd(hv4{x&>-?c||5j5x8H!yp(5Rv7Mf;0j!1cE$h`UiSi|9Rzm=JJ@lY1Mn_`|1l@T
zUw}4j;r`lkVt{tbTE<`_=L3E;7M*~d)Zy&nIS`sZZZG=#@Bn&w4&<P4k%uE1Fb3Lj
zgmxUI9lR?=j?s?eGa(2PffLPfCepFhzz&XG<LBPycfN-|fTsueRvUe;Mmu*0=c7H$
z0e*BQT2s*)dxY^nhW~StI)u|`pM?vLP;&#0cwC|#mj}WK3X&(_k<gB7Zg?YHjIO6a
zB@m12TY;Tie}V6R3P16)f69E~T}NyS&`vyn2XvG<cmn-X=%1kmg&{P(L=DIlbm;=g
z28+*!+-CbU+|?%`FlAwG!Qyx*3Bq`4HfYDo9@L0L0w>&88lfBL;Hy{R@9+iu*yq6%
z?WYch{)VFKeh&SM%s(^-qG_zt)M+t{eZI?!Y?)RhLF^A+gE!zGD*O;bJPKm+?jY(y
z#^6s(1ur~`SSaE~ZadG*(CN>Z7oX9Q&tHcRq=cBK@uhIIJ<+v8cg!vPFZyTn4ErW*
z|Emt=E&lxg-i3d|2k;RPT2e~95DiI_2|fs8^YdtuIO6e#4=)r*gbI?%ML^*D-ivyJ
zt*#p2k^i9c9&~yC2$%%A8VrAkhBPREN@#?+un?BPD%b#9VGkU_D>#KW@dVz)vt<15
z;u(C`=Y8mEKYoC3K<7cc5AQ;M?S;;N(4q4pbbibPa0J~mIbo0p*-*m%tJ!}O8FU-_
z?_~eW+5c+%kB#KZ+fmzx#!<Y9^LQUm;(feMh(5<Q`kip~zl-BTwhut(NA&p*ecp$z
z?m-_O`42oNL=8s&J3#`_i$Nz9jXb=FGWK7~{^zjgcJ|-N{+F}=)eOrfhGz$T>lNLz
zC~uMZ|C5aUf9UaRwDNE4@#TlS#P)f(2mPJ{!@^K%MFVEUa45fFO`oRY;&`DKO6=m%
z$iRyzVE^Upzn1;ap|YW!{dY1wm$QG~hk^g_JUREXoJ8*7Hryc=Pw`W?X!%W|cmsv&
zaP2X)Oy_?6{_Xc-fTksV8%>|4py!JH=g-uSq#sFWWYII;g+V*+(vI7V%ae@DP1<pT
zc3i`Mcmi+gGGlT92jU#DI76#W5vh}m+;P-&u9<H8=(Cn-tZT!Mx+x91DgF+=)EoG9
zFHw*39P{EHUd(Mgx?9Z8Yt-jlp&gfK#|7GPj&_`(9j9o=3EFXtnx!LnWQQ0Nsxa_7
z&f!qq#w~lB=zQDf-t9n9hpwVYht>dnPIaGfIK5+x{YjhdiynQnKyxJChb?+e?8zH{
zB?O&VW?Tx9&O)J(kuRgiwdgdV(~ibs_PdIsq=*0ZF+)yr)Lf^6=~W{11*7#lGl!!|
z`HNpTrF_bv{N@nsUU=FP55SaDuF9C1J&-+&MRO{8uI$m5qc2Q$Dsi%1l_FbJS<<5}
zluhb#*`ThKb(%S{R?{J?^_I&@z4fv}f0r!RKPpQNo{%MmFUex#&!p4jcUj20Sr$Bo
z&VzZtDecAa{q-N0`Fv&=ml;mGhmFi+pTSVsX=E*1jU8nZ?~B=B>Mv_e!)3KuoUAlU
zl@(^$vfQjtmYG$^67zalWIk6qd4KK#^EEPmz;<aLfJ<a?S>{^Ymln&<We)FXX@c3j
zr{xhJkL8p-iPJHs)yr^lGWowXw-q?WZ6BnT%>yiCt;Hx=X=y861D#~)AWvD$yIML2
zN6Lc1@iKpKs<aQzk+vbl(mJF{nupAmIYZ~m?4c{9Vc2G=AJ!|i!_Q02@MooZ#K%%O
z@^`5ih1>cV575_nFuEF))6VF#-EB{<!PnQ0V~xo(WJ`t*m4zd$Wd2BdX&W_DT1WXv
z^XOn{8XYB#qZ6fmOuE#K$&;EfrBXe%PAbRFm5Q-Tq-@-JDIK>*ipQUpq6v4TaKigi
zVD+oy<HJ18|Dbo<g-bA(+N18|I&8PNqCbtCkC-f&U?^?l@gF9Pk=a(Z_&779)|&S(
zSo=$*b(oY}$4Hq?vXt0lO0i9$6i%#^f{9I%j~A0WX|?1`+9}z#CnR(7lkh+?ru-!7
zQ+NXK5tDg-&WSmQw$6h&=*v<EHh9thncQog&N_dpS{fz|kQ&<&QaRaL$|u`P$rM*9
zp5i5iQ+WPiYJ}uXjhCFMsggZ4SF-HNB*U&j((z)_?7Jn!VVfj79F-);>yqgBrX)=J
z0eBkH@h_f3>k0Hv1dwM05d&D`&;2dh(Kd^Ft&B~jy{VKs43Q#-agy&iS#lj`NVcQ9
zWKHvvjA<c~HZ59GrzJ_s^ejo9UL=V#Y9wLCT#28tT;iO1B*y8mL_1%VXqUfBl*@O3
z6R*R$pSvtGE~0-VgghghH8ymI5(B>0OxvnyN0E~e-p)YDb{Z`i{5`2OX9r1fc9mpj
zFG+L>lmwRuiFb*YIG1#Zb<LM(*D8sc*({MWmq^5{O%lcn@<QD%E1_<$Dj{y)fL4d}
zF-t2?a%n#s%s50a4$<WPuso97pLR6Tj&j<OJ4;_OW?D$<tl^S0%SsYvO_jJ=P7>?p
zF41m&66F>uk!~>(;hrMl?zs}?Q7)k#O%m+6NP;{!NT64*65w@F@%Mfiz6P!0@AV(#
z20A()XnzdL+&IP|o^fDH`MlH;8&WvQ@K#BZC$$HjLnPL7oJ4!tN~GsB3HO>Qp<dn)
zBq83B66~EMK|Wa$=u;{IzK!DNyHI?6*NKncKJoUupm_P;hc7{^c=`3??Mv=Y4349>
z7ww)TmjB7*oNQb8cNOu-Cmt!ZBi7GUqI?HQxZh|A^|O%>KYI!CbCy6q4+-!O5P$!0
z@e7C--+&D92`m=xz<Tiv>=2KjHR2w$N8EzXDYJr~htEN)%nH&fZaM;arxY>h^MTOb
z$P&0ao#T=1oD}MviAOf=OAI6D3pSFFAWI3NHYXs+O8kSTh;Q%=@d<Vl?_gi?3JDd@
zkXZ2uO%wOf0&xqgk(pub;u^L}T*7yWbNCr?3V&8+gn!2NPjL$4P7yf6c{C2u?;U8b
z&tfiQGZ&ySgK?l;nF-{4j8jO2p7@2Ei%<Aa@eb#2a7IiLj|fL`k8l;YNN<@H86-0!
zqs1jEMVzDZ#3`yuW<<}G>CxTd7`;OrVor&D%su!-?4$n>hiIPGjp|4DZscD2y%pUx
z`Q$qV%mub}xvcjyS?}__7}^pTuZU-?skp@sl9{|W$2HbkT;lA+nP;V(;yh$VT!2iE
zj}XWBL~+22u}>%$yMz{*lCWGRCvFql#1k?p@eX_hzl&`GZ?cQ;=Q#V{L;p9Uy{d${
zP|93jTV0I*KwFY?7zf(oOIuu13}psh%=DCD;+Qf{98zq>K4qHNrOuS8sXT*`$}<?L
zaWV-nW@1{Y*rYXyb^217kiJF6ryrAX=}*B2GA`{`8J~v#kjlyx4iod8=x;!KMP>i9
zKuuNTeSFR?Bk!UuA%(2_^T>U3)G{^OOeXV;(xmKBGBL+mY;vZGb&iu*<#@=1oIn|$
z8ztj%Q)O&!p^VO}mr;40G9qu249`0v!}4y)(7g9#Sne+}Jckv$j%@BovhS^Et*v1k
z>hK>L`s+|i>ig?Z7*_G8Ju}O>|4cirOAPT+2FRF_Au_sTjEpLoC?iW8WJIZ}3@`PO
zVWnX*v@}tMl;z5xvKkp!)*+T<>&1eC{sCpz#k}l+Sd{)G7A4%tEbeDF``uhiD&9!$
zJ%@2<VI1I59ZJY-V!-!i&^BAzH5P{Qe9)je3m7H?>&A&?y{%Z(PXjkGuMdD2F{{rM
z)B18Tsh=yx^{d3Ney`})UljeiSHz(1D>1BP6<^a&-}6vScwwy^5AEdt^U41q9dval
ze)E_IFqQ93fZ<@-t`XCAQ!#G06r=VLV%R=G4BDrNe!G)s+Py{H9wtgV6Rn*=Y^M|L
z%b4gp;0#58&vPOC41NVIou*p8nHaF&MGN@SqW))ra+WX;mhv17zv>PSU=1T-Aeb#z
zM8C^el&%33PYmXO9tA9Xy6l0AU>7H~<s8tu1ATclETog0;1~n`G$-N@F~olc+5kEa
zW*OS^*>`;xeqcA}#Z}~=Yp4NOhYtoeFmgTm8_?f~2f*%Rvp$$|k+Wbs1jc|3I0B1-
z%^^T6HZ!R=Gq{^pLoX-7Ya9UYzz>{|XajW9-$g6%;?ON!%NU>$)x)v4l{%blctE75
zqX^@`op=Ddc^AbV^!LGj1q^_8?57>Qw4--4X6HmMfYZPWB7p<@AQS$;Vqj;z=lJ=T
z;Vbs@JMfn*&~Blh6`Sy2(2YUMA020OChbT60ONlM58#N1LMU0>bCHA7kI-WQWWvRF
z05@V7m-CFv1>$jOI`~2yaPVIu7MIqtP+&(FpMv*+SX}tC--Fr0^%?CrbOR3JLGfdg
z&>M-K1$stj(K`>9;0d?}*Wt!PZmC$58{&<aksJ)fs~CY-K|7vv;$~SOB;z4e0E7O*
z4*q?C?S1$Je(dvL^7rySTC{`Eok{;}(HzN-u_PCRs}FUaWcxHc1J6I?MYinfKYqyT
zYHCl6@j@){LWWbXK|B8KiXRe&Pm#rqWDfEVR{_EOkdA!#Dv8}kQrOG+_$cQ>wB691
zd<A{JJ>V8KC_2r1pwoN_UW32GoA4Gewf>hE@-hGZ6u!{M2Qk;ZzyKeF`SFVzMDtRE
zLOhXn>O(dGqQBF@KXlo*?%5BW@1R3hcc6O)#2Ti9H-tkH<bbXgqy}`)qO?ONbio?f
zL{`0>+Kl~p1;@zUFW^ty#xwXAx$M{Y2K~>ze9QK8cn{u$H=w`nLgzc^JP2wb`h1zO
zZ0*1ef*=;s(a0xTENB09WYEp*e;)f^#QwX;X4l|-Y$n6sNmh9Pol}J58u|N+-0}Yy
z2jW-q_<rpNY;|=Q_dyqhe(ytJtINN2{(~+aIzMP4eR85tK4^vGMI_Q2-Umva`#Ci!
zpGrM@Zf5`U*#9E>)g=$eYTqW)eUt20_bkdAOypOYL@)Ez`|RNb_Nvp=IZ)5QQ=s!B
z`nCJ>f8FQb@MV6)m-<G=(;s`Z-0%Ye=|eOcDeOO+{TI=XN_>xc_CJUHx3m96?7NG7
zuOnyQit>JZi4*t|S2=`U;{TuF8T`(n#o7%n!g=Vc!RYJ%;~s<_ngf_>BN)kvXw5*&
z3!M-&Vws|;?4NgG(2kqL<2vJVm3CaA9hYgxMf`_zWcz1u7*63roZw%_aAS_J$3r+`
z2hlwMy^o>m`|t1#=%)1pc#T-RKrHT2kMdMs4TdWt>x)JhGcAt2rgDnP!51jPODRXA
z7L6t}+S&hNBCrxaVlyMMm)UWGN}X#sGp{g8U-r%1jp%QBjNduse$A=w-v;;}Y+s-a
zcbFG9m=~9+Q#!{natbfz7-Mn-Pv{`eO6|v++DkijGcG&-4_oH}URQOr>rch%=jf>S
z-h1!8%j(sVE!&c8xyilv-n((ZHtxo_-~t8=22)HY^yDX8QV1;}A&^i)2!tfucT4t#
z{Lg*-eBP&N&8(SOYp?nCti6ekBj|A#dK|(YcM>1_sae`fZ0zBiU1+vr$T~k8V$L=*
zS`0>U(@*d<)BW$6Qhv_#_PiU@AH(`#2c}=f$whdnvkE|7G(1ika`KT=K_BX{b}OFm
zVl<3H&P3!)!wYkevzYeRV2$mJ+&g)7Hx*r1(d;=bxBfuOZ2qog><d~7me>vB&mK^{
z{!FhyOv8c5W}0PdsLn9$o*3amba4+%d~%0%oOaq|XuEBpwv4FMCcAoVuxr&i`!21u
zAE(v!6SdM|P|F?WX_><cEpgnWMeGk+;B->+o$k|I=chHt<vq<deWO|I3!3>8e1P0n
zA~*#^BOjcPWQ`ll`i`k~pT%0coXy(e?4u1X;aY3r`In|FtuPm9nYl_!%=KDqZq-89
zZq0Wcuep{<nq!%zS(e3`VOgi?mff1>c1%;bPs?QYo0{bQo(4R=(L~Q5hA@Gnfwz%q
za4^@B>3<6HlgPbeSzm^;6yX%O&ci_~-Q2a*Jy450Vl>|~RdYRaHQTF1Grg)c!>d7q
z-t58f9<3?f{hH)GO#?pjG{I+;`hB;n*Y~i-`(4mjzsEJ!{~e79_?yNAGUNROuOa`5
zG)~8yTF$TpI+Dq<g7;e!$i12Bmj>BrzOPxc{d_gUKU~uS5;P?sLz4mvG!R&(2|=~$
z3u;ntP^ZQPjn&xT0rdpW(&&(->JHhgQK5ILGxV%F!mg`5>=$Ya|59xca1RFHV+_1R
z->)P4Vm>w~WXV%Np1~<*J*VAe*km6584PvN<WLW|oFMgwMXNVFMdQM=)e~N%F%gyO
zj;K>tM5{U@y44ZculC46wMH#cOVoNbNAFWp%-w2;xu%BL*Hs_;SJlJ8)Wg5rhQR|p
zh}?4}<a=e<pcESvlV{|yw#s0Ai5?SU9N=`^G&b5#qhrF=6_cRO*mQNo=BX{VRIRbq
zYKd!9Q(UJS<Ho5Wev0bj=WArb8r3H3QBC40Ra2N+mGp|Ll0Q==9E^dgq+vWspYKQh
znF`{tihK`j<n?m&n2R1$&~bdSt-2G;>P+xfTVjY>5@Xbyn4-p{Y&9emsxGNQBa`Y>
zo7|?F<T0vF8BkTq995*QQhDl5m8Bh5Y5G-_q`#z+j6Z|_@S4iVTeyM!FC+6*4SpEO
z8XK&yWqnsko`D_{(PIpHw57VJIn_fAse!6Xjnv4r1l6Rat2!-Dm1(7_NUu?Odb7&7
zcTH)=1eIjYRB`5V6=iK#VfIlKWZ$R!oEMar^C$2xUQ-#FJ&Z@N{k_%jK=mwn8_D;Y
z$o(7e19}XiTOWFGX&-*aQ6n?mRFmbWs;n?oWW}nC`kd0NY?WjesW`hzMLCTs%;{7?
zZlCgVrz<aSsdDqSDkuMlvhpu0tKd0h7JLl8=k*VKHjIambFPk9K=$5NQh_$s`7PxB
z=tJ73vDl*xU)AQ@sWQ)1WqIBz$qQC-UbG7Hl2kx_PJVuY@(Rk8TTrK*!gggBj#F0A
zG-VboRz~q=r4=7mYRN^Vlsp4|5B|w}R!POfxQY+XAn!1;cXyJ4j3O=KIG6VW*kd%l
zX(mRhN^Mk9Y*Jydhw_U9lvf;~oZ@(8m$3h#Bv+XwrOGI+ReEWw(#m?2S~f+=<qMTm
zzEO!42bE9(>s@hEag`r({0^{6Dj&ubY%s(FA=|hg%la|Q31C(iJP>+xVV_3)RDrJf
z6;8^oa8qW5uQDn^m0lU6w8|8vR%R=usz^yy)k>^tRzme?#a9m~u4bNMYt}2e=76GV
z&nvR_Nk!DY&+#9Ms$rD`qQSk*oEPZ#e&lW+&%D$NC&+R7Sl0X9tatgY9v_urtE@VE
zrNYG|kMvT~$RH(-j8sBhg5v8k6kAuInEDDu*EcAtev~2`CMcp|j=~z&D70~(LK@F1
zxbcR9n%?F3je_A|LO^IeSK-=;1?2BV_Lhmn!oYAH%CvrB0bSa9xbBHAh3JyrX07-Z
z7sXH)6W!vcsFqMga^ISWmK24z<|wSSRH3aS72MXYptfEGw#}4(`%3w>?~!l&8F{xq
zDzElmar|07ZPY%%!}x)_vHzhyVqp^V!c^vkX~Y7UJcU?5pGI^kN55R`!qA6baezND
zE4a&3L0y3g?2b@CcY^%8GvwD@DBtcXd5><9*XSO3j-DouG0WsWW~bc7oRVeCBQlTq
zr7WZW2H+mxVhkA1hdMBsd0{%|r<u$PvxtS+a8bPO9ArG8S25pbpko|%3hlRoQ*oA8
zpGBU1KJw@bmU~|`NS0fFjx7D9a_z5|xxZVc{>gHgut?4mw#uphm>l~bkVF3~;8QvF
z{aa4GR8)f_w7(a5Tjt`2`NMT6gA4Ejubbx)i*v96Iwhf7<P7ppboH2SEAya>OoQ%n
z8T6Ag_s(@1jFaPFx*P@zWk0<}Bc`{@c6z_8r_=D@25<;mhWLE}{1JQ$`S`;S4kCXi
z@;1OjEMEp6x16~VjN<i3P_z^dW(oNp-v=$C1_8J(vX<i_C)rYyqD5XH5Jb{}M34<Q
z@hoIOEyRHaxwUW=LADQ^XX3dDKH_Bf4}cDHd4lCa&QZuR_5v+hgL-S>B-fFDgEEk{
z9v^TF;d5`m(nL<cdc8f)GXXc?1A;*`NC5?a!Mu(@UW*gg(uuV@5ptT7;bVYAan;up
zo}dHRxdI!|wy_sz)+XlWEsTY2%t_nfV0N$%28010V4)euUC7@p7CANqvLi49ci#Jg
z5D*K}K?!IC<M<wj?%qf(%2DtjhJTX){DR5gKY%)8WUoQ)JY)_aW7Hnv5VI8=U>w{@
z9T4z2i2V;y19BMIN5HY$K#ybSam>UC2YVdH9w*S_L>!BeEKmVD06}MLJ~~dr$1n1G
zV&d2*ObXut?&N^%h4gL8UdAHw>XB1~x~a$EpiUtFBsD0Q(Ebc^&jMV^#l|0T(TW8S
ze!1kr3E09#Id2wa_~j~kT+IcwU<@FzuhQA8Cs{1ukNfb)eP4lp4|6cc9(xya0WwSO
zCI*oeaSr(xkdN9Ut|0S%@Bp|59=V0<93KTVsmHO&6OQmA_~xc3i&XS@K4G|6_k|`F
z?i0W=upe9oFY(<Uz~3~3evhZm&GfU3KBiw{4BkilU4{R8h#C|_o+0B2a1%TSFy#<v
zW~esg6^^fh*TI{1T&%=5?|8sdpvUi$;3-N;;5y(crUT;Q13LQw4S(<k_*i|Xh(Y>X
zfohrbGm3ut&^OcL@J~<C=Cj~M@G{^}hVD!9Hpl-1ehq#L-UA<ikHE*^6a4d;GYOnK
z_Z$gfBS9J$w5!=vFcwZ^0oV;Eau#67Z+}L{Wz=3c--40%8?_)IAQ9w&D$oK(1EUsX
z5X=RO!78u;USb<O!5;Ef<DMMH$>z?%7hENOf08WMxF_jn<g>;TVutTW`Y}g?|M&%X
z4g4T`VDJvszz!H(OaO=h8K4Bz(Lx8jz&P3;p#ABzJ&(4Rz<sQu?G11r+u#cBK-yvW
zf>Y$r7ct4ha1$@WO?;&H`K#a2(!0Q@|1h|S=fTt92Tb=P3@*g5i#L4=M_w|0$wO8Z
zGMZ?=i&~8Fv^|NoXVCUM+Fpz+R?+qbxPtA_ReRwJj?l+5xb8ms`6Rr@FA1B^(Pmig
za~uus!?+j5HSnW+%68D_AJn6KNv``TH5h+XEV43ibult(X}^_l=!W;`CHyAQm+6Gb
zTzHSggs73#Zh$M;p_^phPvVms4CF_##UuRU8k#?drwq>H{#&@j@dCK5!#|P#CHRwU
z=$i?7-qd}B(~l(N<RGJr_UrT%dr_VsHXcKd>*(<a@o|lO`$6)4BfGwjd$wGr{^26A
zaRHy4gQd6!jZV|zNj!G~iN}8eqZY%^;UC~rV1%|2@~>cv=ds08#KjHr{zu6BA0qF+
zO5T4(^|aqc``xrZo@r|Ut4~A59Aqq_{Z%k9o8Srdz!MxH`#*<O9>zm2^T{W01-EK2
zkh}xz1m7a_6KiNqrkGb5QpWIqg7|zGTij1Q%0-3JN<4Bh=~W>zDv?o-j5cI+BV!!g
zz(n|nX+-24WGtrLHAKcX*r@~X9jCC&eXvCA1Hr;;i00ME{VD$H#1Lm{dzoq0nBuN6
ztnWjg3yhb$86(Hp8*~^h=1#`yK59Ys5F5LQ(H-cqjriC?oNhvojp(r+zp(Ry_Lt$6
z4OGbNW;fYUw7M6j=mxuo-Xe<G2Z9a;j1g|&BThB1`A~}IN8SnU^%|z(kD=Q^D<}Hq
zPQTa#0zbA<Dags8FU45A3OV)2X+=&KqjVge7|;T%>6&M?Ky$2DYnJtP&9FJ7={9FI
z&Gr#Z9r3!R*ng(U4*%9<NACV}3kC=CTqyic1g9Qwir0q&SX+5=dNo^7%VN?RTTiX9
z3)WKmSS@l$)dGiH&2uc#9LFlnc52W}r#8)S>eirhuckUr(G=%7n&h%f6J0iIg3AH*
zna-%!^svU8Ue{RjUo_U0I}ouq=r&#p<8%{?{S(M_z+If~_C~U<31JE1%eumCgch1y
zHJ5uk&oYN;x;b9cT+=nhlBY?QQVm$DHPO<jeoMQ0-NtCV+XRhuV-E)RYZ>jnUfu3{
zHOk|(Iw^we@OVY-o}a0Wd*rrx1LFu@K>owY_&=RfJUGDAzJt>YWx861e)F)?bPs1u
z@$k?9&)Vwuj8d;xlE!&uYOGg*dc4au+PhZW-pv~2GfJI4<JImnMQy(G)Z)8Z&3?Po
z<bOg9{`ads;6?C>>H_}_n0;^IY2;na<Pu8`Hppe!!*Mh3SEjK1!zMHE&p@C(e2zsu
z{=OO=5T>qxICTc3sv|H*ZGlB<4Xjji5c?m3*#8j3{)b@pKfuL|3|XO?knO4tJ*uj(
zE2<28P8H!FgMR^@&UFiq)A!5BK2=Bz7PHJM!Up-|dn|)yr;=yHb8e5cR#&J=9ig6T
z4GmIrSd^N=xc5O=hU&xfH8Q+Zwc$0Y32#z$M3*Wf`cx4)UFDHWRTi~HCDDgf9DPwm
zF;9b!R22J9z*T{mVHiBny~sUYO1@W4?hn?Ku)bwkI)m>fpvP$RXpM4KW0affqx>{7
zDoi!ev8swrQDt<tDx!;29#g5Zn0l4OcBnXZoQmS6sW5Jl3gR~@FX5na6D}wxkzIF*
z?}KjvyHr6gxJIAPA^&J4HUFIAH-nYDp3i4f(W4hVI*E~n1bfxQxvDDOTNUxaDvOU&
zNqnM;6Eakkkf*|gG8H7&DnGGRc}YFWO`fdm<oU`<S+C5L1IkD}r}We(l$Q28@DHV@
zQG1ZenHgNg{%4SRxR#}F9r+$uK9W46irNG8=s}M*^r%g<Re7>WCCMHtN)Av#a=7wR
z;*^_`qMVd$Wv3P^E45mgY0b(=8?E&80i~tSRcgjsrDX0?a^_hjX59e40e@Fg7Ig=i
zREmNtWnA7v{=o)fp@~=kOB-3|qss*J=thqwVx@{$Ey{3KUWS`;GJKVt5u(hDXk}2J
zlb)HWw9G=KW>qRBt3k=xqm-0AL5VrDm5{Sq@ws;>HusET@*Y)m-a8z>R%{--hI6SD
z1s9QXqMlf2W~tvsD$-8w&v6Ftd$GqTeA7UTloK<#xem(AbyYgg^-jwTQc7;5l5@HL
zLSDKO^Vt88U#58WO2rj)D7K(iF@-Y~Rk%`-MY|PIbXws>k0`A8E$}y9bH&O)A+-m{
zIflHw$lf}N6sU`}KF2}ckK^-p>{ExGO7T~A=?JA1nUqxIp@brT#TSPuj=fT`#VLv@
z&QWwpi6TpC6;axz@X~P#D;rd3*)j!}?Nm_tNd=Z)Q$YF8!I!*d2Xz^DvIqBI_q&j{
zryCxqhj?V!IgjHM-uHAc9<WI*{wcyY88uvcuW(j$g+);n-ioXURzxNDfT&DVSY@U{
zs|podRi&V+W(8J{Q9$)n`Bg8GZ_PIO)Et+0&4co+<sJ|<+yess#ix20r;%|Gc{|6E
z^Yt+|_7jgBCyi%Jj$zHuca`Xp*UJ8LbcwFFQ)nIhL!F0$>iiX07p4IADfzQc$&Y<X
zKK14DZfKBKLzg@oCds35q1+p{$c>s93pX<~H@zy?#=r6!?g1Xgz;SH9ANj_!nb%Gt
z7AC_>f{6pf0{YaUO9^(#LYD-56y9Ma|28Liw^`)X<}J^*AbGTLAI!EyxwU12Vp%98
za&7OBxqX669rNVUu|duqhve9CSq>e~bNr*6+PQKD7h~WE@{RlQZkb9dJe~P@2ImLR
zJII)v!g%1jeDq7jHqq!4#P7X&M!>1Kz^S+aUzvJB<<b))=bltK_2kR3r%Luct+MMG
zFWa7(vguhPtDgNh_dK`>>G~n~Mpk23&BMnWM8+;;Z<xirFo#%}M=Z?654>*Rvr_cQ
z;`{h%<lpGzi;dhSTghdTlk6wC%65{cYz6{kJz$(z5&@I^Kq+VdICFqM99Rx^W85>~
z27~@x@HJp1*-w=^GPWXf%|dvf#Xr`ev@PQLGoR%xApZst=;qJw+<^($&2=DfOu!xZ
zaB|^fKRbH(Bs05!BLO_S1JKFYG&E})jh_S$Gw|QW*k1v30K4WhH!fj3pz8dU#NsOE
zB~TBFK{|-$^S~8wK)?j-c(0WsAXA-zEARj;!l+4Mvn$BNsMx}|@zV0~U^c<N0o=s|
zc$Ln+PT+mcN$Ed;tJTYh#npVg4wcq3Cv0RaY+_E@j1RWJ!Eg)$p1{O=yRFElOGDUd
zhY?)>dTd3Ht^Rx-4)DpgTu{wt1oGCY0Ohyrzg3U&0v-P|_?{r(4vxrPiOkuw-@lzX
zX(w^Gn>q0g#sQ!tR-VALj~Wn~U~$V}28V7P4`Ppl*yE5HpvPhKIE)^5C4(YfGXWjO
z7Ki8aJpvBh&F>$loe#l3STs@ROuy#s7!H|H$f-p}{$V&E%ocJ4`A4ZiISvPK0-2`(
zO^~$wH_lpf@^t{j$9XpvW%$KdoL)==W$+{IU<$9-uu!1kdmjXE@;m%-;d?El&r|3h
z<z%WuULmrQPQybY%L7@?=imS?AoC))0<MAwZh@vqeujCGhdExig%iOhH!LJ6zAV-w
z0psLm4d?;$0ET}0EXSw$?jsV4ziAM=_8_~FJ{BW01$kk}<5q!kzMpmtIoFK#0VdQ_
zfIlC?vmBoTxOa%7_!-An!0XuL=dN5hMvr%5*e8<*SAkD{GXPeR&|v7_()e%rgWrCn
zarC<x*`@a~2JT}Xq>rA+bTVY#0ESFMmLX@TeU3lBg||4q4SofF1AYhI2fqh@v?GBe
zMn1<cU&M2tkP`TiPWX_SfZ+R@PJfN@zBaOPqyEC+9Sk1A1-OAg5DPLv8E62Vz}Sm2
z3CsZV$kUgQJ+6Y6*g!_T9j;(6x$9y0g45JxT!J%rlsx(sGOIsvwf%eeiQyWM4>%h9
zhrz%YJOFp>0k=5_g9|aZ7$0ENqojZWIF@Q;w9tMxZTFHrPo~`&FbeZ%cL}`2DtM2L
zWVAcr3-+;B<S4AiS#s#Ba1&3%8@!8|z8>N}jM|eofFax13-T!VQT}Z`oavhf@`CxR
zc;sc#hf><FgF$Gc?a`RK53^5(&zS)wH4kcP37O<7`nC~nVkg|h0l0}1^z&ZA<T^S0
zYq;}M-NbTFA<^JJj2aAshqw%Ws>65K<175~DK!`$Q-kq=B9WDXoIJRX3iNNF?RMH8
zL)(3{J(;$r)6==My_kNjB7`>4w_WfBhX`e32gv<c;~9q3`*_E=b1c_wz<F>tI0<g+
z@OR{Y3O)dD6Bln_i<hy*3+#t^1}^3)YJ_f(=U%5K<zcv~2hrmyez~9cxI(^tiM*e?
zERe6ShAY_26mkbLjw0g%x%+iqy$)aSSE6P3ZZdarG+^wi`ZqGa1b+ZVc)tdo!xm3q
zi$}=&AB2m!pS=Gv_eQ-yzI~3^ID;OivBydLasnRY82R=Q^tcN>4xxup^{}7G{0@Aw
zn_upvh3!~uE1uj!<o>k&!g&2RWPSvU;r2Xu0vOZH75KvQ<o#zDBPZcvj^dNM$omhf
zgqEur0S(A#Lq<0;#vx-OQU{SS7a2<#DeI}h*o{?=;Gqjtsoa2-_$86^6&Pj~4R+DM
zAMKIPY3ErJ(-6liOfTor;j~8Z*Jk?Ug}e|v9E+SZWaJ^E6dBdXXrRY!$mxQM7zY<I
z5joS5F&{2sC7g$$(E+S;hRUvoh~Ss`_Rna_J`iNz#;=)HU+_e}H+iQQ`Hnj|7gNif
z=(dNsV;fw|MtrhXVe}^+IqCG0`(UESLiCuA9`oQq=Ag$c{4$gHn9i$d{9+2Wn1r<^
z;;{+vL4A0+mkF%b>RXMsrt<6-US~ReA_z)6l+#cMmj(i<|6ob7-Hp>Kc3EZXj7)dr
z1t2Se${U`6VU?ljR{5G{U8*TIJO{(3K?AmJnrJ&({kDDT9WhPgN6gn)yVV+Fw^O6-
zkE+YzvPL;Ptxm@e)ZzRMpaSj|UO?`{QJlVF$$P<mUT+U0-wI&qfqfR3Z8VF$LDL*O
z;ctR8;1s0^PD$!><{l8v`5Nb3svegbjd5vIw@Zh*Ozgoh4XDF3TWzN0YB6t9v-vJH
znJ=lq^%*r-K2p8qJ3#$|8{qg<G&V@U2PvH5fpHIzO>wL#B9R}=vJ0C`a<f;j*#d{-
zqcN5cbz5RI%95-OOP1O#JpaM1TrF<3YIbW;lUtV>-1}7TK3yZ-m#Efbv#LD~s><_%
zDm|Z6h1Ywk@ctISKitA&$Tv>&Co@@2WMKo2Yk9wf&yD5bWPCK<&q`gM@DH9IYV{0I
zvsZ+gyyDg1m8N>{9F6oYR;_oXYJ3`0<-`65pK+?-Sw>~P3sma2UM2qfRpftGg#kBI
z5bzrn1b(AJIGEeGmdZHDCJysh;}@{h$|nYLSX-u(?_rbv7}gf}rZvD(4RA4a{ywVp
z4^g#$w5kG<R6%V_c|g9(sEsKNtW|Mfi;CE%R7hP+0mayPA#0S&Vk{^0jIu+oD=X}6
z@U^nSsXGW`XC!!lexE_^;bQzy!V(WGFJ!5l%i0D##-T?CancYzLe(K=RfKq|EF?fB
zA>k?xjZ;x*stQ80l^<55ys#?ehBqoFyi3^;6O<V-OBs=?lpeWTX;G(@67{fBqJIIt
z0@NMc!hOg(jr=>y;le85;=qzJmf|c0C-U8x3~a#Cur}68rI9Wwif~gwq_6TKLzEjC
zt?bA|WkqEuGb&#h(d9~yu2Wh}hf-sDl@dEc$+63o7`Iai@h24@|B&M1-%wn_7m82#
zf%nuNfJ^lG1oHP+vka~w&j5?6h($i@M~^P_XhM%l^eBvTR8Fi#S+QQqhz(SFY=lx{
z<CGGYsub>BlN?{7q=Z@}av$M@#BqvG98_%5QpF@~S9J1mMI}F|$duQ>Ulo-??E#2R
zhP%i1$B?;qBunplVxfWYP)97F%XswYK#zK2r3|0trr0Sx$)waI4<#r0DJdyb2}v=E
zPfk``a+cy!iWHktt(eqiMWyyAGHt3N(iST`eXGLKk0~VMs)93K0e|5&bq63U{Rf@J
z_IDxQxE#8vne?QEc;q-0UB+UYHohN;o+ZR<cDA*W(_NI1?xwhOAH}8zD>^+=Q5gw}
z%t%*6X1>DND;1X2s8EvRknBkc&R(d%oXrZzIU@g@`{bAV68Kd9@Gk*5!?>IN9zy=E
zR_4Wa;<1BE&>SbD%NX=%LBAU8R78wqV3YVfM@8kB6_Mkq@Z11}<%TOXH&!9JsS3`^
zRZw1;0`u$TpFc`|1rz04Fi+kE8|76<^<Uv-c@(_>KH>Gh`HU+@)aIPT{s)l1o#p1b
zZc?$)#3RRnQRIAl&aG!v#c%S_m0JWU1}-L)x|pD1Hw6~^D4>{oKom#GuQ*A*C0X(=
zDV7&pjAv=PJWBiIUN%Q=W$R=q;~o%Ymt-z~4p6CD_Afr;>RBmwrlY_6khgUV@i>ln
z98WxQoX`XR(8ZWUw=#6eZX)kNmxx;G52_sHQ|T(NN>6!K@f?n-aJg5-$*n346v$Ft
zCD-Z}nQO+&R5Md9HLK-ZvrmpS=j2fHBzT|K-^i&N{sG*Dj6KNP+{gSpfmoPGJaRPl
z;<Ter4Z0PgOFF-cZ6o(WXP+ip_!AeoHo!kL_<&%U8l&XWm@MbU962?X%dxRh_Dy4C
z*ECJGP0MB7v|Cn9XGmlo1HX|~<5vLw0UqW~<nKi0hRLMGQ-|wNrcNUsr;v9Hko%%b
zPA|FFSZshk{`kqg%SxtEj&kfY%f8b?cAfsR?F^SqXS}RC89<#(IGqeG!;qsU@p>`X
z4o-rH8EkKXFX`mJ0qZ&BZ$tK)8KmR0I7iH8ZsItK_ag_1MZQZ%zZjYd!bV>F-i%(3
zeGaneGeOw60Ur<yqCpDC2Ly62!QIP`$Ik<snRJhW2k77%;Byi@bm(CZ2y!+dcO^et
zxBx#a<Yye4=VJpt%br92&G(_`<uj8S2y}A-*3<1E3!M1_SKtZ!K^R3G@gNhF0)l87
z2AswpPF)8MaRRu)pnI8<@n68d2!8f}%w;?*!VgP1M=U26K_{qPMhyf=0TF!Xw*(Fd
zlR5z#pvBg}fgr{fi!8tk1b_&TOo#FTgUKK}7h=o>E5Kd??p_l8=WzNb2>c#UV@&(2
zSMq18QFASG0_rw^lJ)pt1J~d=`U5xM1grszNltFY(T2qidaOr}_2{u4JvIaae6k@O
zFuAR727PoC1Fze`!r%;!e*&Q&F)4os*g3Ffn5LPr372hQPTGbK2%oH-!~h5YZo7~V
zSSE9V2XyC0Sn=8(xB&FnhaUTaI040iY(QM>>jKjOo!fhqHi*kT@6g`g09Wn_l{v`m
zM;7H=s@lgmH~<H9Cmhs4<l{oe!^k`W_;V5#7Ciq8r+9zLmJ_fe9Eq950P%4TdYp|1
z_~dK@@B07_y@w8*xdeX3Z$IU4{;B!&Z-BmyLT(MR@{kjcoFL@5(YC|gw0{pc2QC2q
zoaEz2+{f$t!By}8c+d{M!bGiz2Yd))<<VqnI7&eWT*4qnocJgWKYD}LzvK9orXaf;
z*>%V*IL%ym7WwCqe=jvKhCD-t(f&i=I^a)-xRA#=J_()zH^DRDIq(8_i8y)1nVJoE
zl9y1B&b>pbsoxk!G5;cfEq-|s@CR>wsGeiQAhL_-X9_Yykm-g@`)jmyTc#n)kntjT
z8N7N6uXB78`~v(EyaRp%-UA<kkI~~(?D1J7`(tvsu|gA^$P_q{bpV5Z@c@aYQ3YWG
z3=YEJ9t=Lj75IWkkO~Sx4QK^MEl3|Z>J&1inQ#*G$sU(-&3rYy$40JX?;v;FPc~;f
zANCv>?t^d>&yh=iKz8*l{K4>jNR1i{V=suY2gKkYen8#-hQY;nf>4kEV~~Taa%9xg
zwy_tbhqn7^dkXE&gkdqBjk1)Sc{O>f@obb`nBh)XkCT|>5~jHUH}P}0gD)`I@ctKL
z4~ik%;2<6V|1F<wLhLtSXCwXbhi8d~XGud&0qs}mee&(!!U_EfJ>Eu-|3QzRlSRHk
z2KE|R<}2v&GxGiy$r7I@Lw=TEzKN74dG|P4J_a9T)P6hy4F2N+xCh+U;Xl~p@8C0h
z^9Pyeix=ESD1C@W|18=srkbOM)|#+kCvEr8c0X-TrtKNDJ&%4Zf%jO02euH#dl^2*
zvBbT|GAcrTsk8L#3=$3Q;}kINfpG{JI(!el0Dk~RSiMeMya+e;47PZZxVS-G%p>dp
zc}S(ST}#_dwB14LV`#q@&rhO1(`kP$`T7#PuomgtnNIG6^SB$n-~nE}2;cE1H2V+J
z-0%~IjQWf1fZ1}0e|eYV8^9P^j}xEQu!T{BaS1NwJbC{;_~bPC_6c~pW9V@NJq{Be
z2Z_@=$+!2zgX|@n--8~zU;uWIb8ll}-GU~Y&~^i@uEUdSiL5oqU409yIDUrAUjt^X
zq2bOfIy42H!xmJZ(t<Dc3Wr6AM@Bj_^5HzV7bkw%N_=dFf7k>MvH|{K9eS+A9;=Dd
zmHb<d221$MMc85?R-DhEo=b$yLGDlS-Ux=g6MbhWUuCL2Z#zs&A0aOG!%OXkm)b_&
zzZsuwfD>8^H^uICB$Oeeh7r*K)6j;TE;x^IM8yE@&x9jbM3k(<GVBAvay&^Fk3Gw`
zzlV?bCm62yGLCPWnd;n`W|>OPaXe;Wjf+0Jnd-K}o34Y4S%puyLP)Do$Vs9vnaIe8
z=_o}`HF6q|(}tXGBD5DdQ{X)2GLx*pOIz7lc8CbRfY%=97rzBxgW<a%cX52d8~(u`
z8l6+ji9qE0v9{xsv(c5)Dt1|H<wW0j{wBQXAe_)t>c=J#qXXzMfic^M9=+(njt6A5
z6QyHle*#vS!RT4cCmYdjzgn#BQM1)`HCgk-A=@w1ID)$&-NIAIzCWB(SQL3L*v;#W
ze74e;r3ZGI#j}*A*tuw;jhlL{{WQ)dOg*--8f}}Rt`S)pHKITrc07Z^u12kPO=_|4
zRFnO9H9D{d!+|{*j%!uR-k=(%yH(}%uqvJ3RHe)3sxZMnfJ*QvQ~AAdoRSkc)q`#E
zEHR?#e;D!uSaxBPUY=<^+S#N|Cl9qd2dI_jI5)e*snI1x4KCTLH}U)jQ@LtQBUNo`
zRh4;+D$N5bH_uV2d9_MhsV1_VR-xr#6<B_*0=F*#EHo$t4<Y|-3i)0-%L=e5jeIYO
z<rYhjX%Va|u*qor)#~N|mjnM`@m8%RNY$1|Rap{L;g+Uyw;Yvm|J+iyDiymos>pqm
z3f=pa?=e$(Tm;MU+^KBO6Uy>>P?=t@DZ~4(%7lZtjr%ygpU&j+P7b+0r?z$3<o>*$
z#pjc-$yn^v5zM*O*H+bVG3B1_D)sbJiD#&aykb=7#r_9sWAeQ7mFr!u9Pc`1`?M>I
zx|j^#L8bdGRjS`MrT8CHvj0^j1-uMCQxZH(GWUovaEZR3K=%Fu{7{G=z@j{s%;+%z
z`xrGK+-{P(7OrvlJE;&ZCg0Cnxqd;)_K#4Of1EP?Q<dSLqjc^YlNL~;6u6k=pdKZ0
zznH|}MT!sJqBt&0#fDr_Oz4Y>4*fI7|0p(;D-_@Y{XT}=y(Q#YWyE4B%im)Bz!I!C
zi}h71X;A|F19}vM+ABNQtc+j}r3d>dH8@l$!O=<%Nm5b>&wmIlP(o;>;=`I07uKzq
z@JWgeU!bUnjf#jktnkRo3X6PRVNrilc+|gn&lL(_Ecfn0{_YCKLlt><C9%NkDSS4L
z@7mF^ju<H;UUQ>ulosKl<Zw47hI=bMJV<fj5sHn7S4>2jq9gMZ6;-ClsCq?2k5YK_
zM1{r7Q%KBu1;-v#Q0zqo#61f>R$$!s3Sy5`Fts^%)8|9T+*!jCd?agZFo)NZ(Pa#J
zwBn;0Vx<_LWf7~1v5tz3aaBx=r=nu~6&Vwzh}al~$0jQ*E?c2-B?^gW|3iF-f)e@^
zK!W6-xK@6N2jr7<LEcGEgWvP|pYly&?*ll6{SP2>dp+^kNIZgB4Xks~g~zR^8Q)YF
zvDPDIGKi6QxR}U9lfn|+6`JU)kfdM*Cq*eJDN%vRnF>fQls{aIZ%V6tQpd|Xb*8-1
zR?8!8pWM^V%PsvW@S)t(zvDBicfoP&zYqCan~BF(;<1fO(k;XzOTSU*(O69^V5b6X
zl7??$vTYQS?ySIcivrTU<d+^G-}G?#WW>okBTZg#F`k)~^2ltKd)8RFalzh_y;82(
zcgV~Q1Wh@QgLh@h{)YFg9KjLf+=2Yf?aa-ihEub_PI7<Vck(&q6e{O8x#*gV%_6Z$
zV7`OAbItO~b(d$ZuRQWX<jy`Nx4dLo@^a)#U5q)uL8gMyV5*!+8l4Ju%CYdY><h1h
zU&^8I3pv8UIDtd-cUK4T*v;J3Lp*}1W5~I9-;ORkhDgQyCKFr5<FhdQ<6CYc_fltB
zN-Q#$c!5BfN+aY_njq)WOgWVn%dxCZ_GP1FS2jtuWs77}woO)LCkXC`z?;1OEBKeJ
zOW9Y8{2il-$MNt$eZ(V}494-k6@98m)AIQZ?o||a;g(VItRw%gb%0wj!>PE-zQ#{>
zHK7_&8!MaIG+EaY$h9b3i!o~_fcan(I0CK`<gbFifbRkOFX;1DWUiUWIbss=IGOno
z7<+LV_`Gx+;{jdb(K8f%e6S5=iqw$UYecI_RxNH!V%~sB-I&Z;m|$B7V4iEO76Pk<
z&a})1>k05f;0h$y&%mby8#*+yOTM3T1Tt4nV{V!O7d4Y}#B}_?`|2s!09{hhFOuK+
z_rk%@q{~=p5XRcUUpO;>U4aMSq;C-0qvJpZAc#j}G^4O*Gz}U>72W$GT`z*?3HVP4
zICSWwws$IH61mIf5DW8|o4}a4*nsyXvlx$j7fTaCgZO~on$XK0aNz_vVl)%L76V=&
z5JUoOF^~_TgFhx>xQTRf;xY!?9y)lAfPb1v_+#)-0*^Z<Vy4v#m=_k~hb4Rs+IU?B
zau>nDfKa~o#-(OpkB%&AhB0>pT!s@c6G-S`)TGP_1~C9z%q|7^V|E{n)5xst4E)m=
z`*BW4AHv&w%SnMfAjmTANqf5vrE4`~0ThCiHC%(|=z|$ufjwX``6G<?tI%T=daS}8
ztI%T=daMcs2{@RO-^yA*Fs;C#D>iU4IEv99W&r$}j{lt?qy~dF7q3GdLZ)XUA+iY{
zY=MK>N(=yB;0o-wA&+jbXlG)-1>^M)@XHPdK1Yw8=&=($c7=l!P{Mm`v6H~sL1%Xy
zpdI3J+iMJl&jI(@NA65yjz>ldZI|z6F1Uj_oV{>R`>;P@WXGS8L~vpOcY!1SAJ9D=
z!zRa^S(I5=5TM6NV&h~cs0P^L#2kR2<M)7P`0bzIRld_4`q7Wvc4Sr}C;Kq-F*5vU
z)AbnpU{28XDR4L7PlqmkUf_5e_wxE8xCAbPD^@H}9a*Tm!iV_6TM!!$;gf5P9I?ei
zIPgI_^58?@m*5Kx(AUm`Oclt@MPA%##^4$Hf0i1Y^S9bJ+P)v~XG0f(uX8l;D0mDI
zVkFW(@*&Ui`gwa2C-ivPA3h`z&Z3kH*`r7#XLH1<uhRId*y7a>)s5_tCz%K6V<LSE
zq))E6%l0bm7&0FLhMXsX(e?}ArCWHJ<164b@CNt=pld@H&fn$u0lxVdJ^mQXhK6(s
z`)j#hNFT}NazMvFL(pdi3-MF_!Keo@0WS~+5<xDg01afT#$J>jvZM(x8dJ#}XOXKf
zAY)kuH?f9m_nYAhc9YE=B!@i(=W!Ws;t6u;cgU{(1~oH$A5w#dFlsO!2L=c6-#Qrj
zID+ANlz)@Yd`FJ?cj^wlB#-$E_n`Qcdtv;EZ02M1_&s`jgdQJ|Nxnzc_bz(;njG^T
zGHc_xD8C@ve*<H_N;dm5G%~mkqx$7(U~mxk0izz`f9vqAM$jiST#FApOE|I;k&#3D
zrL;W~-lGLRVif$qSlXTdJvD{4XX2vy^ld48!CKuULw%Cm>T$C4M+w%4dG`=4JP5mT
z6^RD_Vboxp2F8An+d6!QPd*19gZHRAc$;h7Z&G*gs-lsRO8fb=U5;hz;3HZH$x*c3
z14qzL+mmT~25rwHvt5SNbqt#w@Dhg@O7}3N9@0qy=L9`FhD2lUiBXGT+z-RxA`BhA
z0e=QY7#X4UA~hH{;l^%Yi$@fSjCk75z`F%72^F+Gl9rokn`e@cU!El6JWdvRjJ*E{
zdK@MrKS-XrAEsb0pYB1cU66=7h=}b((^jM!FzPSXgRhbKd+-)8!u=_54W7=Z!MK1e
z?ji3##r6K<_~ZzA?jd-(JJDl5dhCS<*+W*li;Q|F8TNKE;jQSg8NY0V9av9ntc8DA
z4MVe%R+rPmr9{>e<QlaX1{Q)pAoJ(I7<R^xzYj2S>6;x>qL~)Fuvaj0qLGnAt6At@
z2p3U~#cPPdMr5=hqZ=9HkueDwGvNsqp^338WfwfbF+RD1x1J++|06uXzlr7_hA@qz
zahsuMnNEy*fLydA??XOQ2K{7;=e{{x$otpB#jM6BD;Ous$om(g$3pzF03Ku>ddy+m
zQfYvkZmiIYjLAeQ`#{iYA}vh7Gkth)Jl-7#|1cKsk41LRE&R;HbjS35iBrufjt6<a
z8-2E*!#c*ua^{Q0_+&o(*lgyE8E{jB)W%Fjk16Oe2|Xq<ZYQ8eAA0oSmvO{t55F3X
zrd_nsi6uMeT|540#UCw1e+%+&<0((3VW#ynOsR+cknhbJ8+}%z%VO*@7rt^jKA8e<
zIzVjnGhW9l4ml~v$wE#6y)R>wR3nS$U?8oHUbdiJ(~yOXT{}C8p5riS_hYpe`Q<0z
zdoa8k@Ol9JLnx=QaPkab?15Q>K8w9rdSI8S&YaV1oselko;R|BkP?9$?m@|zZAOnK
z^k_hjdZdixlNzfoRa^C|(t3s}tl5KMvsI-wcd6L+vWje<Q{jj|sL=jf0RI3UK<+)9
z+78EYss|f*y*z^cGsRECKK<^j?Myamci{dHBiz(5!bf#>!K$^3RE=G{s_au$Y0n-E
zha#0ZRH)RUUd4{>Dstrc4^C5+@3cs{&YP9vd{|k|mz3#3#g_{^@J!zUI0$eVnI}1|
z9Y|qm0oEjAgLu{yQ7j3u&sc2IfxjAD?NsezQiY4V%3OH%gG-2tU7}QIN>G6*UHPV5
z<(f*AW3ExQxkZ_9F&XB`N^@PHRM(A4wj5HD<)RWT&nm&~4@z|VCt&{rxEJ}y(#ZWY
ziGwVbT^twielUTxCHi%Tu^h)=HN;7&n<HF~tMV+K%CQ6}+Y+WsYGX3o*#F?h{s*@L
zrMgup*}YLo?p;cBpQw0`xr*~xrx?!zil!ze%Il^gy*^Tu_dgX47ZdG8?vK2?vWZ2O
z85{HQ1IM|%pTg%q)_}0jHHe(kXN0ogV$wa_l;-K96we?fdqyhJGhPYQ#>9K&D$cu9
zv2Zal)Wt;m^eNJJwjzAjD2zo}sNXq-_&up$|MwN*|E)s(xjF#urr(E<J+v37n5AYB
zu~@)zJ%{xrr~I}g))%qZfEdXQwu0AjQlhV`;(a|8=j*Q+-%v&S#VE=zNs<0pitsO1
zI9yCvK$}8&mQqO23<U+PQee;>@(;d8e!-8+H{@OUg?uCb5NZ#C$^CPQ1>|lo<Fa2l
zu>fY4k`5G-nxIEBOY~}Dq=<OUisYIzTue-mNl`)WiU{&iSWpm%RA_L5LW0v398#d5
zkSYa+Hp@S3to*_T<r}_S-r>9D6@IroBOa4S#IHI2U0xB?9)RP>+K2qDmCOm%<lSHf
zuP5*sk9_6cudFk%RbeXm4lxoRZKH^AXN87Y6dcC=AHxF_5FRG~aP~h$u>T<<SH6+#
ze~4<7SJY^EMo*PTG?ix2+<zhFv@9{#WsZ4Ume{X(&q@UxrO$U%5s$URV;%7b21gQ)
z=+cQE4fv-5U*!`cY4|1<--J>Z6A;5QIAh%98{;eQm=JlzM#+;eJz}%v9#;zL<;MMk
zE%B3O=D``}gzYjVo{&r8H904~!SQq6vudL@=P-TVjm(V=q##YhbtuMV>hblgwQJy_
z_`V!H^YB*+Hi^O}L8&9)b6n(^$UP{zhp>B6pxlxoWJ!vbYjTFn$we}y)PhdAq)wDm
z>H;~YZjnRUQQ4(k1+RclWuN*lIiyn4N&j~?lKZ!k{<JeDIv5jejENTF5xsa6vP!W@
z7IBh*O~SE>e~y*hGacocVU{_=L#7Nrz#fduSUG2=$tkNq4q4T*&uY_%>^|9M&y{ud
zhT+74d(|lWCGaQkovgB0%OHOnGS`kG_3CC!jAl%5?CFGm;PaYhVgX&!&@~2|1mhp?
z67v5-dpYNu<e2X!hXNnj6$EQUL9}cOl4V_xE33i^{?Pd2@n9BM3s_4RUSg0x5B><g
z1+1lzvjv%}$HGO8V@&WT6FH9IeG{LTW0xFkl!SjG@Q*)!bH^^GN;}zCxX7l0lS&0A
zmkK7b3I=cmfm^|3SAhd7=wL+;m=0Ef{WN$lcor_^WAGhd{{?b3A$Mi}a2?9@0mj5c
z#su$2qD#>ja!-B}gI$90l^6P$>7HZb2w68e6SQXFK@pWN;DpEiAl0V>0;nE^>$|`d
z0&6+gL!;-wP57AKgKvj;nC-p90&<t}Gvj_J(*}u0jxCc>o6mF5C6V8Rp^q<JvfwMW
ztjea#21Om=GE590Y|)7=I<Q3tw&+L#d4K`ef#MxB)V>((B*@O-<R=jDAwY*_?m>a<
z)tG9i4rLCp0J?Br-3)BN=c(uuH5DJAlN(JrV<X!M!dO<ERP7kV*rE?x^tuBd5KJeq
z#rO<>KgMIU@pNL`Jg|k6;7Nk*QJnoAli)u%A#uk5<gMUq<GDQ37x6QW%?ohZe8vKZ
z<+~vC@|X<=#BXf@Y0WTZSTmv757(qjH*-V}?vtXyaDXia8AQ`Y0vtMxPEB3UpgRJ8
zbB)fv!-@It0R91)KdnRQSi#&3@<1X8!Hu5Fh(TZrSWy0mrMzB>J(ggPCD>yLdMxn(
z{vZmZW8gB-1||{oG`R2p6XAUX-|KKWUlIV+V65chHK?~1v#i4hs9LxIK6E270K9++
z*Z>yPOsD{p4#9Z+|6t2&;$t&<Y(bALfgld#@)?uNW&&yxhTTL=Y&^$e>3IV2GZwAv
zUO?U;ZI7kh#%*vgJD3Z0F%EY#4*=61YGCd_)?Tm=(2XHJ<j((fJjnYY*mEK_u`olA
zyFvgyF)j?;g)Q!y%I9?Q@CknN7{C9Jw!YO&<o2Rk3$n_PkwM#$wB>yW`G?sDgZoGi
z;7`CQa0cA-lcVwaETC&ciOB_y_hOSvF7P4faU~37fEs`;t`Kxr5On1VoXKna?sN6i
z$9DQwiOj5{a6riNL6+%m+A`WV+P)WD0{4Rlz(e4{TgPi09|6|^;Z6#1ix06PaUn*Y
z_X1Jy7I`F*%>Y}xuo0XFkAvT-lfKr_&s;u=qd&$okxdtA=Q6ko40(nOOgEGWKF#qt
z@GN*9yZ~MTF9W(Yl(7DS<J;gj;C<}zfiFe<2_%(eT-YB&V$Hz&n9l!!j{U)4B7Vw&
z81*1dz#RmESYYgjDJDCsC0jN2qIAJWj3ZB-2uCoDdV$$wEDPW!mcvb~C3Dz1banq@
zvg_aDoDb>1dnor?{S|s<_&yvjb2RpW827+1c!2-b!O+LxVqB>;@r7%NKvptxa%sPu
zw(H1GTWPmj@1w`>(BrpcT)$$%cpE+5LXV%5SG_@I`WnIeG6D1w8SL;gQ9ja5@|v5p
zegoX*AdGs5pX%^EHu)Pl_g}cy{wJ=re?+ePKDPKZT+IKF=f1(cA6_Ms`5Ah=fIXf=
zk7vm8o+b->ifr=<^tgc@kCG8TLazG|EWiT<)P20W44ZKg%iW8_3*dGQ#=)QH@HO&3
zG292Z!U4}>L6$Fl2uDT&oJtmL7r}c}5svkQN-J%TBAf0ZT>EKzGHuUfh%8{}tRTDG
zq>~Kj;|!>y{OT|Pbda3e*n4sS>;*;*#y0RTWPSlY0&f8$yq=N`@=VC`Ku#bsqG&&v
zVUi8+QB2#Fv|Y!L<(VX8nTO#)4wCKOi5~mOiuY<Eyu>Oju??>rBtp(Im0gFEcpD3S
zgSUpCGGx?WtN?#O=DXlkV1&Fe#2C3)(2>3v_rdUihX|pi7}`%EgU*3@E20k-w9hk9
z$u_r;>24w$-GCnJ$aU9Xk5y#rD|okzUoW8*<H<4e$#>^b^)VN@b8cZ4M??P403&s1
zC>m4DDR3BD>?1CAF-EqrM`<&8{|55ywdA?0(PJfgEGJHvGG3ODZ!aPXUO=qQLyx({
z$84m`;1|a3n5pz&GGk;CQYON%O<;ueBl|X9vqJs|_!n@G^>A6<estIgHW3$V$@^E3
z_b(yu=Wg}Lh@<sXMnX2dErb^+V}#ZqrvW)_@B^cf(?|Q$(8j0?Sxdz1;nPz@@k2z=
zn|SXlFnkwe<M=dF$OD{a&bq?CaNNt(wiSKWp#zn;$aO}hg+6&BCkQza$cRTqDw49{
zA_|aGhMa1mq5(^^Bc}&`U;vF~5xL7@1GZtQBYbPz+2sWy>CbraKVbNd%#XS=6??-!
z_`v^g+{P5Y*1{<nUFO=bBw)UnM11zcn~r0gjA6WXQyVi1J*ezQVm5LLh|V%1qXt<`
z$l*B{SfK`6RO6*eqOk&hlo8pbM0^P|ObN43F*=lh2mCk<vGh3<0{;Lu1hPC}YMqB}
zgV<$)1LssL2kdA@o(Ho0kP<?lqUcWo(ZDk>(W4r_R1zQD4HH>Bg92@f(Y_Gx<>QY$
zqAPc3WIe{Of5S*;4+ioLTngos7>Ny{@c~%P>xFzaBY-6ir<<|Zq{GEZO?FPIvvx(E
zC$jvJ7D}JE2LyT)TcxScDn|v@#mcj04~9*nvTa5w%eG$`EWFZ2tWxTTJxUpIx039x
zE79&PCE9<XL<bmga6XDSh^Gc5kr+%O1~|3Mi(%On&N)4ZwIx2{_JXQ4+p5gTS;h7i
z71((x&ptr8_F>9);Q5mdiOO)``45hHN^>kzisMKnJGCp(X}l7gXDH5jg<@THE869>
zqIf`Dq|5&(!t{kA;b5Y`8RQ>IVH~8htN}~Y$a9ie?!{pPY|@T@>hV_vaZ+fpQ<ljE
zE(iX>#ak&Zfl4-oE6EhA1XHr&xqoh)sYo&AYDL4vM4HDc!gWyLuFDl_*`*L_VuCD>
zDA4kjg516W)E<CS$Ul%lEM~(4<*?-AIFt7i`TTYbNG-l8VTs6XAK+OW;B(B1x40|T
z;;R@-u%f7qiL~(i2REMo;KuVG;9^4En-uImMnN7^72vT%{vO-q>v>W>p4a5<`Ez-D
zeJLL}7++6vf8^~$_Lh7u#TBsJ1k-a_wrAo8^k~92Rm4eA7}vRo*Ce=@Xb%@fcvuwf
z;iXUye}#C2DcCbcL7piJ^vY3ySDF01>*eR&B_E$j^7dIIPcF`R_#T(L?}KvldmVf(
zcRy+mz)|{r2XZ$Rv&JuBxeJD#N5itGGm8`|6+aLw`NRk%2Gq7#DcsLd!9HdM`nb#A
z$47p?!5~t;eu?t&%ak`<j2B6vM?k0C118EXaDgm=o8=mGROX<oG6lT?KI1j31aO%C
z??&#1a^kU)IiZ4h<n?%TYUjH;bSxuI@`%?oVg#B&p`mv24|0)DAopJg^pa;#00@^y
zP@LT1V%$OsWeKU4CA3}U(0-Z1=E@~(qnyJJ%PIVd9K&A(+<zgQ`!9r%`y<QPkF>s;
zc&z2}ESSRUvFOu=ZX>Z#DZa_YH!0X82Ac%O*udd9$vw<0w=fS`!u>#~T*G+|XGDrj
zk$G~7tdw(9i=3jy%Q1Sk?4#GoF8WT{MqiRm^m82l0RF*eoXhF6u^(w|9VtlzV**U7
zCmlnV7WAkoBOcK+2VJ-=FZ+C`J;x><@%D0!HOUm?CR41pTw;UdjFFspzP4jrj_l*h
zWf$Kh+k~;QNthw4gw+rjoQb$sjS`*)AAxUhE^7(;Z0tu`-OQM1WlVsHEu@2u%nRsM
zgMP*6l2OW<w-7&I6CZ5imNr5zDK2tMw#Yu&OLi#%8j%tqo0J4urxHl17%`O&ajzJq
zO#>^y9pD_FKLtJjf5*7glp=o<GFNsmKaOHdfC-)CT<werKCeQT{E_^$irg2Q1!5CV
zY+}wEA;%nNI2Kn~WqZJ>Fo|R{h_eZrYyv2!2=IqFU0@1W3U>3|J>UuOKFI_+z{41q
zqBkIS#Te$t9>xUd16`=k<91Zq#?P8C8M=nzA0O;yA%2|8Y-L;OgrhjAus=w}-hhd<
zI2tghiwWpreq2oFiU+_V2KWweH<R5B@H;pdbbyE1hMMcf5|6#aV?Sd87+Xg=#^VQc
z$>)2hEk&VA0Qy1$%LRSx>TC#DM<#I-KePZ(l4XAo4iZ5QK-ub6(1$_igRLY}C&6_F
z{BKF_(V-mvVH~kAVK^<Gg~_H&B_1c^hlz|ybjd`QICKobPG0C^#y0kJP3=|;96R_7
zXMin?nv`a2(Hsn70RCtuCYn*Y2_a3h!A6qWV;J}vCxCYt_~=l_Jt!vOhiS}@Gl<7o
z#KKH$Fr9AkSw1=?@qIX^^hHk#-EqWTEL?^$4qJ?MKxr3(*cA{Lqlt^r*kW`Nz#pS=
zV0Sm5(XO@NFx<@pOn|>Y(AV^Z^)0fO&S8GUR8zs2d8j!TH}hFKsz;%hKfiIK3CBTX
z8$iDyU^6!K!fBw#Wb~Mf9+U9Nq(Fcz1~LKu7-$D{X5w->xt|lkWrFTCoc<+!`9Uie
z;D^P~Duit>XayA@dkH=Ofqcj9$>g*UdAGs)q1XH^OGY|i4eSAW%p*4Dd4W)n2nv{d
z8vq8J%a7;mViG!!z!zAg{Dpx?4F;;sTZNjSb2UC#!@P{i64o&va&!kyfThszB6B^*
z+u%1t3(x;|9Kn0W$~x?^&Id#Q;$mIJFac^9ea$8U@DwM=CzudECJ_FmMf|-%6OG<T
zm~3Xq5W30R7>C=L3xN|DsyErmaW}XF?7ej~UjG!v=X<R=5j(OlLy!G_0H5s71=zya
z47P6tIK=NB<Zs_$@$`)bw-8pyY(z%M9;PnZ3ER&+bO8Bx(&j;M7#snF^bi+vlH*T7
zw@8SFYemj*ya$}cH|O!od1B*y5_Kb`U=)}Q=-7GuaqdNa_nCU>TMKf_ke7k1h@;3y
zmeUE^G1|V{Xb<owLp;b8j`!Wd{TvNE0O*z;0uO^nz+>PE^mqzAo(hp}W`L0ZTinF)
zH|f+(e)!ZoYNwx-yv;&pH1fRZgY!B5{$6ky7&46Zjka$9+^C!2DeyFS20RB|055@;
z!K>g6@IT<!=<yp563Qs<7g9h`K|6^xgYCT?e0Bl+?>Z2Je=zO~VgY_25~Pq9=TnPO
z0ryc4H_*ma^U?4g<H=PA;3cM!ug@l<UP#@-3V4qVWDh&_K2CfW2mP81@|R@qzkp46
zlh$tEhvPc0jT#Jt2lxS1{~OjY6(;x=FXV+FD~_xvllF^fy9(Z;f$X52dW>%J^zpPk
zk+!G770jah3o*k=%&`%(?7>7wFxdq-m&Y*SugK;9K~6pV927&gQG;RBL;O_!H|X<M
zzzT=V)D4cspL=~oAS0OyiX5`$63kwW3mS2SaZk{0+8#&S6KH!X?lSJMu#ldwqK{i}
z<vv_`icq>rNWBCv@s}aFhHPUG$^me@2IF71WPikw(E^WSJdf3kEHC5)BO?axD3#F5
zrR`EevzoRWXuB1TU=+ikhtTau+7yP(EHeE?$XLU0+JQ$7!x@}sI2%u_eUCi;doaBJ
z<aQ0lx5)ei{1zCYWQ5su@Bp^Bge}gKW8OpFe;S`0hZ8zV)^-?sa2EmkQAhhNwBJel
zW0*erh=eKd60_kYmXNn^;NKlgV<*w*0lf4o5%VQk@bJ@?Z`WXaj65TJjj%St{wgqr
z#VKrYgt$0Jj=7J#e-A#{L0-2FJ+@$vO=OcB$okfiU#=wsT}_OvBvzNB$5Q;V7#3n7
z66d3hahDL|$uTqW;B+Eu5FMu7!W52%{Aa;6a1q=M7^*{4;SOxEnK81Syni)$KX<Ex
zS4p6U=~z3LQ$-OOZ8_3vk<o~Zb~u93$mmClL3n}%jGVQ+yMrwJG!gtTRSCbubN>K8
zV7XyDkGzMinYzFUUNcqUFDP!X23stHi&=<I=HioC#Kv^;T%I6^#nX_HgAATWN~YaU
zHr$II+yN6gJ+wbS#LgmGmctQjBZ7|*Jy-DDOKK+an~-my5!`TM`ZF>0f&(s`8XPz!
zq0b6*Fiw-R;9{l`pWG>q==VcT2qPg1DGBsA4LRA!DIg-)2ZA20wA{kGCbVh58g;Z%
zi`Qz1o+_fN5`R=Mi<C3#lq28318z+3o}3am-R@#K+razf=rbQ(W}w3)*&x>$nXYgU
zp7hBdIU)3g`(UC+1LLJ0Jw{@WT3W2;|0=YoKtrQSr35b-cX2Hwq6+YIJ`tbCT#?I+
zXH>x%xa5Nm0yvcg!9N6YTIE!?5PfDa%@1Igads?wWQSZA?8Y7t#%m3FR4J4`MI$u<
zS!u}1MphBBDv?!>oDMwI%cs+s;g%6WJNVUcG=7ko_jT|&v(E5S!p{YBSs|R$awIkY
z#(hxdqR$jx)->3q%gi|qe~q+pK&}aSZpiXRRsekpLsm4h5|NdTtXwL&N|059EcRev
zy(A(hfe4OgG{rKqV>kgt!vsb#`$k!P5120_h{IT}`^U4)0E>Bjy9T5O`?O(`dTdhR
zVyz;3N9Ea=m2Ks&3@aa{Sp_Q9DqJbnF-o#dQld?!;%y2PXIr6I+eSr?=vLH-Ns6#r
zpm4iQ3bljjw7;TY`xg{s|3?Kme5)Wwo_B!EeM#h6DJ*Tkf@GGA2`u@dS%zYhX8cow
zze?Q6IpJc`oSl^HU{->?yW;G*|AIr1VjLnA<q)Sx$5cf)^85#<QiVFzDa5%`LCzBt
z;4)ACF5KzH<*<BQF3a2H1$mi12H(jW9_A?W_oR_)Wil4PybRV=yzfn9Z5PA(7CTkq
zn?ih(iEonNVxmpX@Hwsuckxh|i=RTMjR`if|G|`~08^&?%|-H~F2={)E^ju)d%Dh*
zhh>A@sfls3T#?1XlesN_0^jqV+#h+nvWSITVj+(uC&ww-#9}(jZuG0ePUXZ2TMLv%
z3KQ>T1>a&1r(;rpt3`gUUh<_j#)sM%Z%drKENSwDi}7HOlDm7W+}wL*ai1+SH8Ez7
zJ7w~?C})pn<m~y8Ts;5Ddvbr|??CptLh|k+mb_pRX+cj8v49>U@l7dllEV@t1>eNt
zn^0dH`FT3Y%iSzbcXxSs_{!ZQL~fq!fAD1ggJ-T>y?6#D_wF@$kClth3_1I(mZR@J
zIryHJo$ph!_kADyozFOb((i4^T~kUtmJyF&poBaFos81`8hlfn%37ZoNyaxZ_$CCK
z`1m`>-Nz)0kDFY5yk+(c1Q9a9#kf!x<LqB5r+@}I28@w?;53a0Tp?R(VyuJC$|~q_
zSqHugzLHHK_dP(?7UZt3WL~IZUH}t$J(|y&(XARA72}&MY{IQa6opNKu!(1wEj*4h
zoQ_2<L7s9B@|RO^xEzAxWgn6uyU=3UhStd@tV>p5Q&=c31-rl*z+yA(H{dIb`XB9~
z|C^9&l%yMVDAU0NmY&_!q=)6Cso10lJ+sgyftU?v?D%05_gGu_7AHAIm}M8?t`QM_
zvW*Otb!4opq6o4m{wRt@qdUPQuo&zBr@^D(SA35SQUB2{<ZnRc@<!(8X2vDxYhrGy
zXT47om3&`_E@{{#20em_A1`d;nrtJdL??|%Fv}|5jbQZ#OnC7O>I4)`FqGzx6WhTA
zun=tHvy<Qv@HW3i2Y49c`AF-KxvY)(v4e35dik?at&B@PuRxca8pdP=>wawFPxsu3
z6BqUd*=0DAl$rpOSehqbQcELX(iqt31a&%pl->gRz&x;-?~a3OBr<OSbbyB$+K+_X
zC0&e((WI?lJm}>8NOUR2F6j-72W%2dw+MHc@t;GHHT5PAa2PHm=&lT2ci;;`K^({g
z{4kG><c$NfndCNtqjc&)@CyPR9pGU$<F3_XZq=dmGA_Y5&^8u7bn_>CpVUSipo=fM
zScn%V^s%Y7B3L+~RXSlTY*CIa%Dg}jz#nDAL>Ue&;}6OZP&R`>zLp91Ft|$R-Xze_
zp^*9qWUatd^CvPUCNVB2GbRQ&NA&Zv@z|h;@WC#DqwoRtazP(k{KUzdptT`rutfv5
zs5b+5CN)104iZ5gz>#(Q@yMxQ6}-)z4EXyPaIevaFX;pP1G1Mgbmk2*CQ!9+IyRWb
zSLl+1F7bp@2s(P9j|r37p%aTF6b0BxUA6=ddW=F3qb9{DbnL(u9WelZbl|*p6mO@o
zwxwV%1j9uppO@*!=k$a62V@&{D0Ai#3!r-rYR|?*GYJ=T3g>$tbTXr-9eS~-`4Q;P
z;tHTgKYH}zlRot5^8sN5cQPmhjRYB;7{35V?<C1S$3*-*efbN0fq$6C+_VTAEaq#D
z&7f={`7em(PyGHbdv5{{RowlL50Z>MLL#HZl4TfUENQXtvSwGZXU)E)q!KDylCqSF
zqJ@$QsnCX03eiIQhSH)%ncumC%)O(Y=lTBs|L^nse~;;Px_9p9ea|`fe9rlN&ga}a
zS19-ZVAw!ENGj0;x<Z;X`dmsNGi*VR0I){@ACL$T_=Ud;kUj_iqxl6u@Nb10&H)I(
zI+&PV!-bFFqGP}Yac~Jh*6X1UfGE&y(m-=ypBIP?2$Jeig5!{6!$ePa49=w`ptS9D
z*ato0W&();$pL8st$;xYj2H_i(%unU1;N+@od9oe*a)TtcU_qX?y?y|2-K8Kg7FxL
z4~T6W@JA>aC<SOc5SWuj$Uc^6ZO}J6IY$%JH0YC^Bp|TGPH?6jVB8()aNco9oLYhB
zC!7z+bOaeDso(=}zI+;t0|4R60Qs39BMT@SC<iDPXdh7C*mis$`JN9{Fh+&2JpeIN
z1bP$+!lFeINCOCLanJ{jfzYBNpi6**Us8ZvGmyCqWGU{3X$0iV+zav%{s`awKmdmY
z>u4RM6t>{jwE6_HJq84qM7u$K61EjUr+_Mf&N9KXAzVP<8`bhaIzV8HYH+@qT|fXn
z--fe*Yt-5U;{aUC{QXda0(mnKdEmM<Ifx8|H^TQU(0QO5plYC6pbJ13fi3~n12qC&
z1-b!r6Q~XJxW@wz6Ntm#k^%p`Zw3T`)(N)gJP6N=AaBIL)*o2l*!b^Z2(S{7g}b51
z-N<F|e1HLMh4c>c_BSv{yn@{Q1+1r@!Mg4VtSWmTe|`kc`T$mG$Zt{Zf+25#(QbmG
z&A47rYZ&SWqwnEBehY%sAPxdyb@&N74Z)fQ`I{*HkiWlyEc`iS>OGLfcSC014r`b@
zu)4VgdfbG8su|W(H()Ju4OU}UAW$1%wR;Hyrw$yr1{~=eNU4I3sRZ;XxX+C||8Z<g
zHu75#`e!hHfb2n_*Fe3nrs;z9T^p<;T47Cf9oGGguzt7%D~b!CM>Xg%`c6=5;B61Q
zU4Zu*a0y@F9|T<(1*^JEQ1{pgZnO{9@MW-;y#!Wy3E$woSwP5dP>?zV@(c!IhoLdq
z4`B<@0^P|3UCaTp_~05uK*l`aFAKcMz<V*&BedY^41l*O@V10-SP7xx47}Gs=pauT
z1cL=)VC}vYR(M$u#zjz*I0NB*7kcR{97X=J&*-}_kY_MHg3M<?Z9p)3(p(L3?J}s1
z9R^z*fHh_TJPWcH`XmQdO}jvkOt42fZaG|s9`H8?{uaRB7KRZg;O_?feZdML&?Cs(
zFj8UVy%#J~2Hw&L)qr<Ulc3TFc@85Gs0ZY=09^z^!U+kt13-Im%pi{gWbwi<Bn15D
zLZwR*Y7z2KQ9#~>p$`0)0e@Ync^H8VbC6*JG8}>b8n6WNHqLNZHzR)~B@?W35NZYI
zz=M&eiG~3&`W}qcutnq}A%=wCVIX8kfXJl{e_O#82@oT3@GM9atoy^kH$p*=b)ZKO
z_(uS&Fa2PhyB1cyKHwwXpob^u;STn218J*33*;@OPSEQP;0bmhWhHnq@(hLz$R4LU
zkXH_b3<=0E2*VX^Xik7_G}s~(YB52u?)QT}@dn@U#1TM-B*>5h86=1bRqzB&kOO}Y
z1boB}^nkwx0{mT}?%@Ny6b45U!E=!6)e*4RCD8UYAV=Q-glsF>p%lykLog@E$3u?I
zIyxOifDS=GK2VEshjl-!mO#!dhyoFiAptTZq2?h69;pO!C?H1@Y6IG^>PLPDVgdi#
zLoH$r^i&`mT~G6#W#F4jpg)$tD543YjwZ-Q=ol~5A7+C6fs*-PN`xUT0`v(4UA#bt
z)es{NP>ZpJK7o}R$PxrOb3l#+$dLp&vf!CYQ1hUGEKQK51GNDYkYf!I<N{vf3zmw4
z)@1PJJn*CnuwE<BAe=>|Q87#@duPLx21EL0pcwcb4Ep$RL+Sx`v1fs_2R99Di3ge7
za9!{l5YS^8=&=O!&;&g+z#j1A1ISVZSxZ5dKFC@DM;xHmfxN*a6cAfL+dWW+I1Z!D
zRj5V01%h`#fF1`#VOk`>6e<BW016j}lmm2e2VLMb{_t*9m{ZvxuYhrDImC%3_=Xzj
zL4jByL(D3J9!gNzPy{Io@J${xk_C$_0$WIf^$^cl2vM>Cyc>DbjRcI)1gL@%VDuG-
zD!4f4kUtM@Wk`Y_NJE+-1$pH{NORyA?HLeZNcZ?5{REpV1D{c2WdpgKAd?s5@q<)h
zkOl960Pa#C5#B}tvM5l=gx_F**Ac)g#lbhlAc90;9ua{Uoeh(rFpRcBFe(T!eZdJa
z!?+1@cgjLPz|<NI6b$=bppVM}NJqgYCSVgC0a!+W-;m)wE%NN_I2l$hoFoe`ZUGZN
zZXWY&oCNb+9D#WOZY~RG#6rT&nWljgVb#UWW?g|3n(mAfoW2$(z!rz&XG_P;WIK%G
zW2?dOvOU1@&iIJqg*r?Q$lOkZI*<~iRV465*m@{H%DD*q0Bm9e{j_`z*Z}%Q3H(F`
zYBBRU*>U3R@cu`5Hf9bRynkVa2u^qg0Vl*Rg%e~~z|F#|;`s4exS1SgI6e+X94`k{
z7dc~r(s5jzhjE--H8>8gE}%i!hqXV*Pf-S6po~6;f~27C@ZAB9TY!EB&`(RjPbgxr
z?uNdRg1#Z}vO=8&>JOYye}HFW_&Eh}GvV17J}&tE1N=^j2Wm0g+{<uW+{QRg9(x=I
zk2em_8;zU6y937t&%{jUJ%?k3XJS}+-@`uK_Xl~~RAEfefOYp`NPS`JrUvl<x|l1%
zGDHrRL(pF;^C8cJzLA8!nJdVI6XKr^bsP?m1;2mbf!{yy!tWn=2{=w(`27Ps7lY^1
z#Lbv#h+~^+i<{05?_c1D_b<RrIwpbrkSJ9F-2oZ^8pfr=^=}2)aZ6#XwG2{kpw&xY
z>7ouf9<=E~-)KVLkfCqnz$Od9U+2z+drl(EINn+8I8J_U9G-tBjvaodG($if$2Ln6
zH+>cnHx1qw!y>4UV}f_Z;Dpw|LNN>|8K@BG3>>=+)DHyr65zTwgWOnchzT7S7l2m5
z{z^Dz3cBfljTVz(y#Y3n1Dh<6ft(-wm0z40#|7{1WuMK3n?9QlHx1qy!wm0?VG@Bx
z5peD~V9YtXut>B7S`CSM$Y`=I3Nw=EX`ohU2OZ}8#BGP`-vn}_^&ut<K?fjL*tdn#
zO_qZWV3Wn5r!wfW2z-_R?1exN-i6HYd<#2{l>qO65Qm@<hu{$h=Ouul2;fK(U_=Qm
zpcO!_uwV-Y+5-FgfKCD31RUrf{u7r1@;8FqC=-|;Od&4KATD9w#t7DYpo=!NYk)39
zu*pKuLlpdnAN-X|jv2=$GXuvY1p~VzH#9=fNWy?C2@Wg?N=gDy3XCZQ45gfb0)RFF
z!OSRG4)_)z@P`GzaN9us29O<L0dWat^R$BHAZ)EcePcMT1-ht!O=Lk22~Ds8_z5pu
zBA&#AV^M?wl*j=A13Jj_0SN+uv&e%J%PRqa5#jGy<K!KH{D3w>hvopC1cuFESkPh7
z2yP3gxgO+(+rk)a2XP7Hv=VfH?*^dDVrW+cJr;sZM8PKfaB1*38g4rD4-A~JIA@2z
z<pM={z;U5J$j~2T@CmX45P--AK){sj1GFAGH5(QZ$6>H(0s<Wr;djO0wz2jQ6HX8l
zF0h0Kaspc62>k%MP(Z&$U=sq^L=bd=@+)oz*afBpFcJ$4;$VxVV2dSSizQ$Sq@b$_
z{h=ufqzVLJO%S5#2^SOt9h(VM28+t;a1H%%4N!joS<&D!>)c?Ta0eYcATHOy_z1@|
zK`$ccw*YK18`$uIUGSg}6W9hOQs^uoqiL{EodHJUgoy=gp%1pugNaZN`a=(VLT@<`
zbhIuA(2W2mPXqmrfc{ru0PcfpfcgV8MSzMyU@D)r;E%pw122GqE@WtvUIifqc9{wK
za6q>*gHDjdjFJs(K{uQg=wS(cVgY?(!3zw)7Aqh=RzQEO04G{u0s|f}F%N-3Cl&NR
z3_({9`o9JJq5c3ek>^kXgJ7NjvJHSsg74~}j~uiSyrCWnI&y(dEMOl<jbI=JS`7sH
z!L$g9137~p&Y*`A=;1UI2yEdf4MYI~XL11L9e}z07BKXFxP}WL>@{2i)E|Pu7s8+)
z!r?U7nubF60x5#Z^Vfk7fL>gIP=kWgVG5og&=ZnOa3Ubkb(FwAd_WH*0rHszH4X_N
zA`m#TmlY5g*mDD1>|SvGvv566;Cg=IBBOvUxXLOZ3m|PE<yeRVAYs_&jt2Qakl>CI
z9E0V{D8adqron_uPfYNA1`y~GDGVezIvGY7LGXd$!T}tX1s8r22Ijlqh+lE*;z1=)
z&1NIG&L)V1MDT&lFx&!h!~Qhb!lDI!Lj$xGXd6)S*ft5aSVG!q#0EI<4df<SvK$-(
zTWka8-Uh}@0tQ=4faf*f{T}B9{Oy3ZA)Ke40&%z<hVUIw3kI6D6ZoYAWdMQdkcy4g
zLiWIR_t<_8-7(~NF3?_}eL(r3M?S=BKJ-bxG7#7z4;(5FE;=s{=se(_;vB(EO+c0=
z$dLy*b3qO-@Sle8LwEs{R$n;)+e1LbKyV4ax5)kxprb&gK*xZN1A(b&^^nu-@C*m|
zMx_+c61brZwm1V$SP4Qa0bJRFGs}b!1(`&UN63d7P$9ev1(A0U2$6^IM))E;PXnC+
z0(XMN@aXm&Y^#B4fWXyhi^j{aZ3Mao)C_c!6Bg4V@N5Y9=Pg5ck1E*W_C_EOcpG7W
z{xGpjW1T*O9nZnV&BHg7UqDbuSY(c<m^eXV-hzda(lU!=<rRpEBxN#1RZV@d=8~n$
zwX}8h^bL%RP0Y+!SXf!x*xK1UI61qxu6A4F?&;<2yVlP?FerFkXjph;RCG+-`uL3r
zn-aHdP1=@{x_xI_dPdf+?A?2E_vYmn6dou#c&NDKNNL%z<0s22PFJ3(I(NRh=0e@Y
z%k>S7SFc^a(cE(L*6llO_u4x;ySg7ddfe0d^x5;5uU@}-*VjMrVesSUFGF9y{}}!`
zLj7ky=&OhEck258yZWDr8R>C0#N|1`=XnvQp9Nk&8*%%&h~Li#$CpApUk-77CGdR}
z#Q8N4?_UP)uY>r%Aq0Ra5&@P-2&{w{a72P&6%qv=5C%R-90VYN5CV}9frLUV#KHz7
z7&ar(kPP9l1Br)BBp`AiBK9F6u^)+v!w?ilk*GKUVQ~tHi?c{z)IwxjLPFyT5*tkr
z9IZ%n+(p9UKE%gEBtV`(guFmP<Sh~-?;%J&AyM)T36ozV)BvwAB_sw|m|(nQ!bHPl
z-^cAWiNXG4v45}0{;|dWYA}qwa7;|h%q%R^z-OkjvCWvl4t~SI$;kz-!^6wV2j0Uk
z0RAH=1RgY71S|qh1YQJg1bzgLgm@Col}3FD<4iPP0#`CMLxxfqNgbVCSFiE#@>v@Y
zv@R?nIxapTacgqw&h*UeoZNl+g$E8EhT#$!El-^Wr=a-+#wA95g60&6SAbi9Uw~tP
zXMk&fZ@hR3-tqbk_{Y0G@Q{J`?>~T(eEjt3Gx*8S*RS8ceFt9|{`vFQuaOaWefEF%
z_5ZW;$`o$O0#g>4vcQxDrYtaJfhh}2SzyWnQx=%Az?221Eb#BOz~_G;{@tB_0Qmam
zpD(Ze16EVbQx=%Az<-nlp4{yGt3HoT?mqk1A>_(-pORO9W6_eAeCV%$AFVZ4zx<8E
zRNIsVrY!L9vB1MC7ycTX7qeovT=|P?57M2Mcpe%0BVwdBoQ$*C_wJ8?ySw6z<jnW>
z{RwdYUeoD#&w#_<{{(>JpRb%adE+nbQ%zGAn6kkC$O0cauKqDJf#J)Vj4=1IuYY1a
z)VMcPPm;X8<xhY!8*LTwxY?^u{Q+<*OoapPV&kn!{s7ob9=*xE;tzl!Uom(a5$AMv
ztBT1vG%x1nS21-mGj(m49B_0sW%bs=s$)mbbxjWF&Dl}+V)CZ3qy2vyy#9LTRO6Hd
z{*x{6uB)l`+MgA?wKpNaQGeUpKOq|9mP*1yhBoDY0Q4qm(!yIIsef|BF>5#-K0*N<
zlLCe}(jJF_A;4|&F{sUvnZ^K~NSz#TL}jcU=X`fk5$n0e0XCEBFtA>49H4t|G7djW
zJ&2&hw0WvV_N|ivsBaGWX-O}0-;iBW-90IQN^L)N>{QG1AAe|_Iy_~8e~SfP)Z|32
zx&BAd4+^{~cpUTgKLM_9SjLJ3kL#_;5nT!Dqp_t~Iys=gbS(Dfr%wua7zEGK(muTF
zC!M5E!ZWsGpP+%sSZwAWZ^wDOoCMHk`MVuw_jnS(Ie4mg{9`!T2ofeR-V8rQn8Xm@
zi;x#Oj(z4&wpi=g=PWl4;HsWP2kQHZ^|tEs_}G}3`R4s87wfrrICsz9{l_l+X$+c-
z@zk*?3;fLj&+76w#tr`o@$u|tJ4J4s*s(tV+EPqMqbKCkq=*jW_k^^M$)xpx9~n!>
z<APW=8HY=b<Lx++?8yK-7W@Xx*gOf~74l=3@lWI=fXapAt*~7?31B^4JI;x*R{Kkq
z9$?B?X*o>aj?;X?AVU#;Q!w$7XISRsrntec9)5qM7%R&Cb;-!vvc^6OA2NubQb(Hd
zBV3F%N%C@v>IRdIgUC6*UOwt*yM4Fo`6LXc4*hpp;QhUt$!5h-W4t<-w$_9=E9eiV
zd49l~%!YWS=A_|I?bx(<%x7ojOva*r%h>V(P?O3i)*d?_HWrMLMeXyQXve8eqQq(V
z9nbI2yedW|kROlz{_rwZIX;dRK*lh+3>=VO9npOlb1i+kR@mKu<<Ns}$Aw`5$nUr4
zKMbQ-D}5{MyJI;}W#*xNoZ!X)IDc@XovP4pK0XWpIPl}{iCtUc!q)|dL?-N-3@~-<
zzs~{>s`EGb`cA%dr&6zHc`lg^UL{sAsbwDQME-sr?Grc|-~sZQs<DqA<FrVnBJbB6
z|IDjoWKpj>-U?fmNyeb{sJPg`z~R++f-}m8A@r#5yFmJnJp%_!_#1q~Al}fQ4*M!^
zFaY?;BkHs80R~WuYK9-jVyhhQFaVx<3<oL(fIp7~Ok^K4DE<r<0Ke6w|8OyI=*`<6
zY^$v-IY)qpi+iSs<V7q8+V}6z@3*zKG`HO9=>0h<VCvxi?=0}{Ztb%_DcyE-i>IO7
zOr|Z90tU<0Y4VJ^)r#Ip5bYa&R}XRGldP+sg~Q#6-=Abg4(aoMx5AD$1E5`pz8z;c
zghjybvFSewkFWqW`erDkVv99(=yu#RY>tBbvKsX{j1htSq#5<e!T=tkTH(tk3;-Mc
zj48<YC_T=JAwQtY(`cC0SP?Pfr;cr1uz))l0Ar3au@t01y|5gpH;&~dua8*g@9XX5
z?H3%wn2Ir+F?HZS-U3grlx9S`MNY2gqvA*lIok4Csc{lSZzl4Rsj*KQBcLsqetcl?
zS?WO0*yuCLLiH(@#ct7Y?zFAIB`jb$svX`{fB~GqwBxXYQ~?$cg5iLj{c)=>fNm@Y
zGYsGd7O)rtpmJjni@swJ${4^LY!X9Xra`bg*d!(m!(sYujELJ90ImrGprQ&jfW{8B
z)QuPx%~%d!1({e`Sw>Srrs-V53;^oScTeu$LSC!TcCYi{)3;a#Q{VqB78vZl`Ukm#
zR}XIXF(V1%W=&duJRheoJnj_h7+G}2(U%VvGh{J69_-_1BU?^}tT>E?z8zj~i;;1K
z?&bsyiCtjiqR)r7uwXbKFE>Gb6n~)+ov2p$GW!)8FoXrLVpnt6@W)+7bD+{&iN@_D
z1^{pQL4UC8K~xzAf$qd`Kv!7-un_~ej}`#0^1%S8=%pOITnGz@!?5th0y=-+iylQX
zq(M~7GKevWp;~C_o7*_JxOw>a2S>zXhkLBVsqg=vTi|_r&B4@A$4PHLe7m^QLra2o
zj}&LcxFG$Szw-C+0l7UkET}L11yL@A4S%XTsu^y?Vy+fbU4ZHUMu`I$1~|ShG>axI
z09S(s3@`u=paE3W?F$5*f&s{5Swvs}W>|m+1`vb=SYZIWuz=+l07Dw2hylFCj$-pL
z04ja02oX063rN5y!SMxyxQ;wbNB3dw!vLt*Jm>`$a08uD;uvoR=hKy}*tmtRU^&3U
zD(7o2Uu$iD@Z@Fx=V8X?sU!co1-|v%n*5}`tB1D**esS{!;vPr>(-g+AT!|)`x#gy
zqvs@s0)*GZ$+SHZrT~$RX~(f(lHL+50Ebb6Aw9swVYFo6fE}dh@37LqIv5TU&v=aS
zlEVPjVr2+p0I662E9QpuNh|>O1kIwI0f6mLOnCu^t3z|3+F)6nzyKJuEW`ksv13ps
z20*pL$k>Vnl;Y8dXe@vlfCey@Nxs^m5PA$8sMNLdWmT3L+pb<49-owvHwj?s(7#}T
z*SD(j6MfAYO5(tx?^L3*hS=CMlCcatuLRHyAMln^EFf_Xsw;79m=!C$G7<CHgJy9E
z)6DRU#3KfP7McS?aR4WV0jM*uc#TG^W&mLBU~FLkoJDg$UM-3KU<xhG=vMfKd0_25
zI#UC{db9}YQY;I948Ru)aKr!@7IQ`zKpR#Gbqs)NkC7pR1r%Wbv$23LE76E)SOB#K
zvz)`;v7%DTP+p0{j-<fxh5;gljh~>f)XHabKZA^^16T`uZoh#&MEm}utvoZ*MOzxO
zaAQWmmGycPckOX}_c4e@3v_4W3ekWfhTI;rq-DsvaTGKMhUy}Y4U_a@OC0dRRWu8R
z^Z-|c283fS0{*rp8o;nj!ug^B4GbJG3yfDhSj18^2P(G2iIc?uu%U^=CNbFM1CABL
z;TTp290u@s9v1NtgK)+IdN2TZX)gNHf&siXMz`ZILoJoMA2UiZ<_9rj6WSQ3Ns9L|
z^eZJ+Q;ZJC*CIQgu#G$N%4%<8>Q$3qrw$<&=zlhu9oi1Y*lWnl7Zv254u2a3i#TS5
zPDwFw^BjHu6Z(^k=D<+5gTD!cLfpi76MQ{|0#GOJ(2PU3paCn!kN@6cZXPE7ZW!Ou
zKyx@Xe*E`V6b*R5^1EehhZzl^F2VwEn3Xl7mKeVcW8iQPEn^=8;1U|pNPE_f9(5cI
z_`ono?L`Bq-t=c9``87>K`bBy!{HgWOyZ0IP&2^M=s(zmk@{{GeKR~AgyleOGC?C4
z0Muq!DRBxfP+DfbIxMy18Y6&8?R<qD9VbIg9s36scz5sSwfeg1v!~0CA3bsy1AY{5
zy-acbY(DniBmM&vA_Coy$hQ&{pqdd7jsj2_oF1o-2ADIj5J3aBGXQYEP>9Qn0Q6-H
z&SpShssq@lfY;!oL{R-0IAE&584Li-+Wss90JFA#EP+K>qjjKS=XTsO3?LHA0h{F<
z!_*&ef*203^sp>20BXuV0(4;O#pvDwekBTM9_?5e)IGlk?CHYtdaHXG0MsMyVF_t@
zWi>aS{$OmJI`Y3|fmh9EkLG9ZOy0aPE-Eb8-^UZZFt1%}C_fwRb4qB{(4K&NV?hJ7
z84(Xrh@Ff8bdJ)>2*3m{dO?i9{ZJyPjtnf!(SWTC08FZNf&nlW&EX#1N^lg5M+1H=
zVPJs<P(A+<fYDSK4z&y;<$E+@&>SlRyJ$_t0xqICP+PEBDfW&PH3OqX42A>sV;IV(
z_*P*7)YoDB;&N(w)@wqx?5k|U-sz#iJ70fhIBn{{zsmx{Uq1~F^ucTS2hkdIoytv$
z4)AbUX=$RbrKv`em!6L<K$t9~UyRb6FB8RL8`dG=Zx*2dos57bC;(&i09zgKXJmoq
zz*ytJR0nP_)N*j>yG4U43^IDqGMpFyn0oRi1^}iya1@jKGd%Hj7gJnhd?p5aixh_~
zA7o)OLRa)vP;X+#hvgUmHHjB}A(-VLm3kkm1(pN#;^;WWEh@LvYVFp;nEP%BygqLG
z-jb>-9j_VE7Y1fi2mZ4yFz}@F){Ta`>Z*$4M@x!}OVD@z>b3?rnJ!l)O3xD&<mH%#
zxRwCwdOBIr?uL9r0jOj~06KUlSxB{^Sd=qzKqoOz7BC=oqc~9Meo8+EjY9(%t3Bv(
zkh-5ige988wfR_tCK@n+S^2}CZA1g840RM<4B#N9K8dw8^}Z=q2@D77Hf%W<3uv~+
zu)qSSht<Xr>|$hdzwHbFYOcDD<*LB-JNKVye!<v^9C`PB^5auS|1Yz^yO#6E4&-K}
zZcRWIL4H17UOwn7#!ZhjUl^(2PJ9YbHi(~S7~ezJQ5wb%Pi(DF9EMdVTE_NBC;)XW
z0|2x5-^~EP409JT_p1Sq7V(mCv4#dv8Sb)TI8f7nm!ihC!EiV)H{LM5#ia4C8SbKV
zVOV6)J@!XqQi}mJVaJDj41l^vVO%==DMcB5FLX`{=z$GloFdYy`gXqY*(X~Du;;_~
zSNluPU%&t6=Oj&2hyMF4@axNmcQ2pzJh*?a?auAC&R&!SS_@L**7>?Qt+X^X)LE)Q
zArTeOb(FS+d@K_lIl719KxGU~Oz5r0o{x?0a)yN#W{L7hoq@$ev=VC=09Vj}WCp-V
zG~nbsEFu>T=wP@Zy$KDVhG02hZktgLNMjI~Vh{B$c8F2Nh@kGK8y|49NLJWY5Vbc1
z?wm34h!eH#gHw-O$J}*C*fj+O#_udBZ@7;s!C*yAeV?+xKeoX4-nQ$Ps?U@kJ94<F
zFn`~^y#44qIn+%aD@}AXDT=aE^TdStx!GYMbPvUr@o6+1`UYmpTuj*DaH%K`!&VG{
z02F|_kpX~NfgEK>K{U`DZZnK?^U;7WK3Ex?XaF@$0E@r?&Mo~1fENMS!5G7VT1cO+
z@e(b<uz*J)G%cnJEz)uf-&NI(ZKqOe?R9ND!nf`{c^!SvegfHc^9ec+ooJfco3g<F
z*aAO?e+)BL#RkqF$={upvUSsj*r<rGkkIg`4d|Oe?^b9iN=wX{#mm9QJQhHh*koKC
zU~-gwsJcIm3HmCoGo~PDzz271>|#VvQ@F7RGzV%qL%9b7XlJOzVgS@FB4`;b*!jQ0
zhz=mE?vjAz@FI3}wB?jgvkFQ(ja}jZyvANe-N?~@V@~<ae(c$!-%l4*Ug>-{dE3;{
zDGU6sTj0n0S5F>xb=+&aef##EyIsBSzM@q)ml7Yj&fmww&DF`l-p<a!)pH#ha8XHI
zkQa}t*P;RaE9v5DbQkkD`zBfim>$)FW>Lm)59Bl&&}K(}HnP7D4fq;|xq*ShJTpfv
zqE8QSI9AzRXb#k7xA7qq9;A}9h$y&&0esn^NYjFA{$jg`+{s?S-rz30XtC+4upK2=
zUtvxj`+8)<?jtpSeSnj37MPsV)X^ym{6|>eQR|h9wdboUPgk5eb>{q~8|~QKImh3_
z)xp+sg{iTjfxe-Mg@YI7@q`jd?%(OlXq>M^Us<cg=;4X~F-w%s(bz(Y1eyc2kTh{J
zZI2rRXhc1(K10cIGY0TxgZMa$=~5=^_SV0_0H`Ij41-ySXzY`6qJ5Go<lXSOl4{1T
z;b~>ff2cs52-&jdSp5U^tuB<Do<E$40!@9HvcUgE7Pxq-wD{nG{e^`G4i+D)yma#s
zHn&f4v|eFisIRM|t);DFVD8|%9&_~t3aDE}5Xcxn115`^rG){!iltj%u#;D(R$>6u
z!ewLQ!?cCQ>vHQER{>YOkh`e-i*(l{mfW1|0jhU9Rb-c1`XuDnKE^U1`(78ZVb{^i
z5C3u-wCz6Tm%xAEG<A5&0{=x882b3({rmTWpT13=Uw<nv+?%s|_wGIW3J)Ets=xCD
zdwX$Yr-iYBp02L0p1y&JrK3;cQLOQbwSK>cf{o&yR{aDExav7tYMCZw8k*OL9l`+p
zVjHZ3kl|rdam#1y*|hIv78GN**xi*KKPGLaQrnW^_Ea=8WF~azd#!&cUC?2scBd>b
zWr2Uu0{t(ZJ$wH0b^qWWCg)!jyD~GgbMp@#Jym;q(iqIQHZU@?T)8?l<z&Yss|PCe
z)JmL)ibX)`i8f3XXI#~rK}%P~=AP~Rg9`8rMPXubJ;TT}emb&!*2<W;(6>+R|3_P3
ze2Mz++WxzZ1J{lB4D<*M3-NRdK=y*xti>y-6BG%^juX*HM@QQ&)YAj6qz1>VT*eS2
zrQZl^&tSI@w=mzJKs?bx%iLy#x!!z|B1Ksl{?{30WrZgxqRu9dovo=!w22P(B<e+l
z8CZw8g?ZwM)>?$HkZ{kXOUEUtPGGH+)W;YStw>6Eni5t^myWAVLR3W52DVltGM<Ep
zu_9V2sp6FoF7(jxE2KeH@FbN{D2aq8kuXq1^)asc;eqbRl_E+LNO+=dP=K3nppznA
z$pufeatrkKME3D?1jlt0;UMiF@<quBX;)NGQiKl$c1S94*qosB`-+vvZ98rqt-!#b
zFg#J)T2mA3Lm*n?X;vc;wSz)DJVWqAJAxt}%s{mAbPppqDXCEu)G4Y2WfDn2Ntr;R
zkl-tspsYkvP*o;@u+h^9PRNBR!gnnYWE5)V7EJJR^AAP(fM{!Fgh&39j*N^{2n`GO
z@C*!d^Yu{h^ic2)iXa9=dxg5mAR?{9*MuQGXzCm2H*p1s3CB!E>)(I%3P@xH73dOW
zMI{9_bu|J>Q4zkA2qblq0$E-Cf8`PohoHX%Iv3S8Bbo<=1i1O*i7PD32ujc$CN!sI
z^j>AkpV_RiKzlkF+wXKDgU0&iw~5JE6Vri#F|8vfz{-EsV!YS2u&4bcOhF-3n5xi4
z$v+5F6}s!RB9rmtu`neo<H?Ak5V2$uo_2xAt`eSR7}!;&;A!?mc2)4ow2+;Meib^4
zSdk_|nyi8+k43k#I$jwGd|>c9(1DjKUYRyLfG~ADc?>{S#gj3Eh6>gm|EgP)l@-+0
zln6?y$_gZk3PdJZK@r?qiK3{WruhGkTe}4Z`$zi*djB~%RgkM1^=xFs@b-nVKU!J~
z27XT&aA;&if%Bz}kdXHci-u#?;lR{00KSioGh-t&g}xvEJ~C72`-Z;D={lFOM=5k}
zYo(%wSD{To(03D^`~S2@>81f>n$r&o3?mw8As<;Y-#{4YEkc6iwS)XUh)9#JXQ+FK
zZ*W*p2!Vq5yVdCIg*3rjU`J3^SBDYaNY^?#G|V%=D9|g2K(n^h?_m-e5i~L=Do(hr
zDxD?uef`5cLx}qRFdOQ6x(9i{*y<VR9p(dWqP%qJ*hC$b=aROVyMe&DHPZaaoZB|p
zr*s|K7V4B8>1W-h#HYhK&*ODJ$8)87nHz4Ttr(H78F_qq2O+8VgBjm;Pcff$e#<vy
zNH!N$Z>kdhS}NVz#L=~67d38)mLuVG`wEq;xOUq&Hggiq?>?PnWuckjqaf3L^^gy1
z#mJoZw|!dse{>A2HEnAVy}R9;c+K~c%Cx8UoI*NX+dMTkd~Ef`TcwEm-LzfBm{!pG
zZ){BcyS3%Vy-(hdXcJ@`=!@8aKr<7{=6Zq90NzR<(w%_x61b>aU>IWRP$v~yM7#X%
z1B~%$Q$JQKTWh10D@|l=LfqE6{m}<V$l#9BN8dLjG)%|GEd(ZCqN&^1zLJU((azT+
z%qP?dudGO$b>YN6{KNm@_&6TgRe$rKD3b^jTEa4Z7DW*m>l6v<Bvm{`1=&}H|5enG
z092z5kw_~=bsSII0#Ae!!dZo&2Kk4IDspM6YDfT*6_Ei$k)T35TMY(dHQ=qHjvy#%
z6oLvFIa`^aN(%`TU*x=h;(F-MLDC|a-^V)^>=vjM80!1``*^;AbRwio<EbBQgvWNG
zp0T05r7<Rubpo-WO#VwZk|}iENc!E41QJ;dvJ>Th@#5$&l(zp*oKL3BSYUo7=n5qy
zCsHAhX)_T?b+oIIjv^6MNU8*~n%WpgWm>|g24|57WSHG3wCNOh{SR!bN;i1_d2}L?
zVL+Q0ozj&88x%S9BJ;IX%ljN7SY|k8F4Rda>Sy)O#glaf1-xJP4;x8|X~b#YdMb6i
zNAy-nsQJFYrEf**eC{f}INTO+p>ugmu}M>D|L4s5A;Qro8nfC(dx}5)vNk-J@U->)
z-R!-$)=}FA3d$A2WUcpWyx@@W-X5tGqZj=>a*OTLJ<krF(UENywjo6GrEer27n+?|
z>f95Zp>*WZT(ucP+u4ZBb2kcFA2+Si?5g*^;@9Q(#FMFO@#-6d#|c7Qry~!VUNt&D
zI7|Ah+F)71#alej4;5T~9egtTqvSecXHn~>&pA;J95v)a@k|^w;cbjV9j()_{%CJt
zY+=7bRx8BU&EMQDBqS(u(y0aFi8icEjC)82{4?XsgoDB=2AM4X^pDmGu0mEpeE*OC
zXwIafj)+J8SAm2`MG={+6bTsqc%*F<1^<s>82FA!MA{L_<6DxdGHoCEKFSwqMfOxl
z>f<eVq!l4$Se??^$IcqP2IPMraPQwE1gs*FQDS0{fD^_uAL3seSw)TBkuz=vCMxo7
zejks&$h3@-Zn&FxV`0)t+Xq65Udd{W_T1{9`xn<NSn^p>c7x(+l1_Ma9?`ce?2Bc`
zH@$rYIpkT@C(~vcrG>d<u60}@zb-bjC5pqrw&ZO3#SJ81VV}p}mpnZ3Lv*{Q?~tjp
zRP`&~qnpDPzIfYR6FrpD_W8Z--Tvft@s3XR4&gi4D_y5mZfEPY{BTJ)VS#YMboKdO
z4Gt^^`IL)8ss>v{^z$}~1@ra^yH&2KT2pXg#<tiR?(^o9XNR2AY%lDIb!|_3%%v4P
zZLSk>?YpgZVzESKk)yp|jz65<`D3l+H3OMllsB%`FU)gvH(ZoDnQJX#b@Aui4UZUI
zn>O8GU0d76+ECk?-nFr#ENL{gr<={k4nP;tuz2W`$!AZ+-?Qh0*Nyf%%@d(p5f2*o
zN@SmggS4OK6Etrb-yiqMiSubkz%yyyjd=K|zmNGkMHz{s3AqRwj?p4x>>TjPajvNC
zn77j;BZK#tHVCireI?qwOomouj{@`USj%tSk*h)4f1d^Wh=$0qar!NFOsn7Dv3k+k
zM`a=ykoEU?p<D0#IbM{NQ1Ozf6}TA&{;%qKfy-yG3$RBkKWZtmZ69JbRh%!#&)Xmu
zGaNssI8`COasJ4NV6j^Ms$0?B{(}{*Z&Fnkn@8J!U%ITLaj3piW?$O_H{%CdF~v?7
z_dNaFLF`$^;Uw_k+^5(L&z_!U|55yKiSOKRb)S<vm#*pxYqeC}>7m9$JrVa%EN4(!
zevXy;D={V~D|NfGn}n>GvR2QV^+7L~kR58q>tXezN>J1&yiz;1o$ooz(Tz{P2w(P7
zDA+h-u)E15kad+Ue&y5S^Nwz`EN6S09z}9l?sj`k-g1Ghj+QAb+MA}c<}SJ<bT9R8
z7@wA9()O7GvirG{r3hQM|2SU6Is1;}+A`_mYdt8#C0P$UvYKkF0-e6;UfQ1;9k@JV
zL38{-NAb1lkjJ0XZtrL=E@|1Y>?Vo$^i=wH*2;kW(TuT1TbE*EP0PVi*T9@Et${^c
zxW5~$8PH1<n&-l_F)@#fF0_$Bks;zp%5;g&M7|1shm7m0P=o=$gDg);5wdV3om7G4
zp9(C)M*%c<QX6$VC5k#h8Imf5kRyoeDvu55ig+@h5E}hAu{VmN3p8+6iu!nHsZb!7
zfyn?lOPN*=pp1n)9Koy5R*Jw^l}w<}N_~(3(^d-<W#pQF|3g9&re+mI2tgQ-RFF`F
z{GSBLEE$miXcBBmNT|Xwl8Q1x4W=8~(4YizprWXv1XB?3Rz@mpkc+86x=aT76g9}p
zAXOsMmK*dEfA3G|F|kJrNfK>v9L1@VkP_W^z6;qqU?<j(n6#JHI_4j=ZXG|5h^()E
zf59fvy1rgso*|xr?w+tBfu0Wyc60ZH8Yt0gmDeg?JV_OH{E0TJd|(@f90c-pnV3jv
zH4>~_+V}=|hRRz(MKq9pSv;-;tPlQrB}nU}SAte{RM*k}=`>QEC~Ev|YA2KEr}lKM
z5LiL$ea+i6M>y}^J!Q^)9$9+I`Bg&YS|0Y(lp7tM5B-uh7jlW)F*lR<=RmMVL5QR0
zR|g@gS=n}(B;&I$T$kL)RgmF$)SUjan$KWEe#&cZaqI8V0+~MhzdipHc6gv!c<G&6
zvoB7o&c0!t|8dJ^+omqz{QaUM+2tuxFVCHM+f}jaZ8l4$yNt^A<#`oVYsEKaDB&Uv
zBe!p>ALz+{l*X08KI|oGBBSfZ*57x@)?;}eIZm16X2$c}%VRlNB#_cSdw!|eg|_+B
zw_kn^U4D75S@_NSGghu$=2c}~yGXy(U3a$?FIW)Iq~#rH#yGstayD!~nw#pGIatyS
zFO!u&VEKc|QIQV#LyijmG_e+j71h{Um_Ql}RTZd-DMB?LVKMnXWmvwDV9}!tE6>Rh
z<42Ja%=rHJ7FowCtD^E@3`SjbbZ8kr1Ga!5Qy@o$A%P4j4>ANG3n^tJ+>u-u3Z5i&
zBsf)&8ar@TgW{zMat4&AMzdkEB4~`rMur?%g_EJ?hs^N^=kcW*O(I4cIxR-+L2D<G
z(F4P15B$z{VNj=A57Vx8(s2401_sr!fk9aj6aO@8jdA~TVxUAHZ0@U<PlvxuB7|dS
zbVFL<fL>YjL`Ivd%-sS!|5BOL)((ntl801;Ag>JUlqhOsn5sx*7o?Ep9ZG;w2t^I<
zbRd<XFj@-~>fC}2J$=1>#=no&jlyUg@I<39H-BGutw3*oPjCjJH5Bw#f)Bz?AEdzN
z83uDAbdD8dtuX6?5j<fEpv|un!{kD3sICTDd4>jshq!xc5WE0Ikhaj(CybwijCiXk
zWEni|)IVBuVo^h1Khzm748qh!H>`zQYWeVM2|V(x+9#<XlX5vR{L`JcM^987Z!8k%
zj(KxgSR}@hw`1TwckyD+h<VQmF`R+vrBX`!W54vN9AOLKON+7m(06&*G*`OSUm+$~
z`0>xLUL&!J;toT5w(#z)HJ+z^aQZ>-9A8;-Tdk%-$;{5IxtZC{Pu~W_>Xl_Km>>2@
z+sru3Uf^NYsebd+o&jG!=NgBdwx^2IcS!Emj^Q}DRqg5K$PqL91B=D<DQDGMR+hET
zPCPxkRVTvvddz{YWc9~8-Bh~w`zM{+`0RGl;guX6rlFjEYFGPC@OAzw=HdE9cpB_^
zA|k%Hs=PN%JE3tSdrv(l^XjN9AM33;y>c@KBQ6c#R8%+IdGLW6N8s}z+NW)EGdpob
zc$2hdiHpzfQ(6!Byr*4@AKDkQj>UaO`_Vp0mhYh($>uyE$?`R9JKQ??((VnPauir`
z?Fx@ULX4B(R?fobNv$`J38or{8q~?`GoHONv!pK7?sb-7=+mv=Y+X;ND!4qpIP|@F
z<Z)-v7arN{%-rV{cRs`zwJEy~OGl<%=O4(8i0QpxlW)`VrRPg~;yp{AyS03)j>H~4
zcfTk0M8sY8FLLs=3MmJZYKvTA<9g(yI%NYZUhN*iHQ+j086$>PdHiQ0=FfG^(TD-R
zlZSB^sk#wVRaM5rMM+snNs;_JUZ90OTxef^M+@9tojh2SR3L85d_zN_Kua6)A@71C
z_G3Xup}-fURtmu+P1GXl5%r0t#1%vfBBVP+TcQKejp$DFAbJu#13cV9eTd#fU!p%T
zkQhV^CWa70$1;I1Vz>-_4ASzYe?10OAO?|B|A`o+<zN%RM^>bdz8yKyan`oo*Q|~A
z`5o61AvIm7`})$_?St65ueKJJmzlIm1)3yv650eEU+*0VXzRQ2=<G4GEQ-rUW>0?U
zN(;dQM_4oXf(3GN*EtKXYy29n{>IrWFH6uyc<IScD`Im(3-*P^-}>~kPD)E9X4fJK
z3AYw)o!08SOjDgV>y?dDKR!)sbGO&-JJERl%LY|$6)B~o$);~#TSvaB_w6mK*dNKc
z?coWL?DXKU-t%pzG<2SHZ!-SXz_aw*{`eTzH*e$CuXNG#j9<4U-rOkg=z(MR(yem~
zBQM6sSZ2g)#rbTB*NWGxJ0P-D^m}<-xpv_ydx!L(+pk`8efQ&d5~dShP}i28m9r|(
z-TowT$Hnhm{d=jeOn%hQT(bS}DjO@|i_N8*d1ODUFO257Bz?GH)eZUMi;j{7UfMle
zR_mIL&v&)@5z=Maa4e;%G;jOE+Mm(6enJ9X@{8KoY)Zr0HEoOEvbV>zpR{!-H7eaw
zs#kiYbav^m%|+XrHaD%79EmYhar(0DEo=M1(rY%v(wR29@QHKE_7(=))xWS*p84M7
zC&gFm<Gk=CMFw>jU+AVpy~}iRKl+NyPv&wjsBuxI1oZ8$WbKZvT;+Fhc9L|O;;;Q>
zB0rBWOL&uJ_Iibf{<Z4|T4X&)z1d9pAITpUB&6O*aaAv38Qdp(>WA^ilqY^4Dw*GB
zxhI7W$}WsA>C({`aZI?dtg1>fVBoe<|HysiODFlGo38M^mt`&LatpP1cD!<5NYPFl
z|ABRHe}%Si`<LW=x~|X>NI6xTal2z>>O!;cg{`bv*#_=evaWjF$IVZ2oz{?F=%rn=
zif<(0Uahm!o_^6456mjLPB%nFB;#i$t$OjxDW<Bpcz9v!{EWO@MM<HqO&J^SKY6!c
z=cbyh1v{VV9y_z@RdIB}!li6sGi8J4-8!v639m1~XX&0Izo{qpvXY)2nOnU?wA6^@
zqQ-Zfddt+eZ0+P!;|E+XudRIZ?Roj&)6FJ4gzlnS;?obdt#V1ZU(4h)Bg=CI$CK3X
z(`?Tzk~9mxHg6aDl)Op$frE0zS~1V#E(Q5}ANw2>Q+V9ZqdVI!eOvbu{fOkRDKE_<
zL)@32XFb%qIKii(NlkI(dH&Uc%Vv`HCJMH^BzN);$;vIsKXxo^r_@cZ%GswEKT@bk
z;^rOx`mx~Ul55s?S>~Dxx@>B<xs{?{<a(;oDrla_hh0ZiBO*4`GkqwtXF4}uiPCk5
zMTH>tkZt$Ig?R3(($f!z7iAtbwHf%OAI%h%EOtTTMY0i&?N)-y^7Y?>f`c<RUE)*F
zTlI0?fx)bd1GR?CubF+5KiuMUVad{Y*=v)0y!7f03yQL5y_~|#5zW%%`|8&t14Ttm
z&3Iy>zI}>HJ(}{&RJUTa-@$6$5aQ{xvwvAUy6Ml}e`)@b<vcBqY93JP#Xd?DSfutg
z{0uI5-YciuFM6uf<5%^)u+ym_Y8Q6p%&QN)yhd-%qc0tc9@-o_B;(nUvehhQuA13C
zK7%aTUaciX*P5S5Xn8HP2^m}&cV+FVm`A6>6}KmbX?Qg8&sZ#`Rdl7z_qFrs_3X>D
zN#~i^cYiAtJg}FO#N1uf+bjE}T*(YKBZ_aq+GQK<4h4!RKe!+$#dTt<#yOvw?7&93
zL(ToW43|~>67K09xte@0>|~3{CZ|eD$0_IemI~+g-r#P$kfr`>Zt1U?aiv2cMc1Fy
zO0`U{=nxxdJKlI%bZMEu`ml~R&oe8}vgq@#bKIuLJpHQc4`suJmExa8BHHyoY?O&i
zBH^3!jgG5$T(NG}Qh(wTq^N66s<<&wv2NiEr>i#78aCE1HLJ<<Y_C}jU%ndezWG=e
z^QTz6Axl~JL;3F20<P~nd`oo2R~Ll5=pC48=WN*D=HqNK-zy?ZA<1-latD|5;^|2h
zVgcL5AJlFsj+qhgVaB6Ri@tDIH8=aGvsbi#TDkbGyJiI2iz<tA?q|+dKis~jIdo5m
z{~DdwoO-ui`d&S_&9OFlR^!f-KBcTZZvsgvDsl7gUU%dZdbRt)_MZ8lYPwcBt1Tew
zJTYwT-}HUpQozdj4q6g6hl{*Q6{X~_PfNc?x|XWuZ1C=^z%0oh`AbhbCvEepdYsU$
zmLnIMdHt!QOcU$5^~ZRg#9rCBJ*BcYMBS)+R-tc+$Pq{U0l(}XrFTl!3!8WII|kje
zsNe0T&-NnNaMwi{Q|r0fvIaF`1=COPKIu?C+~i?%nopAb0#Dxq)yxG4FF&P{jp{Fl
zCavxfF`Aj=sb<tPEmFBF`CR1fAlKzAYcpO=`^lWWAi2_H!OtCwh5T<VRV!H>X(zuX
z@O`jY<H#P);R4aZ_rXeeI}``?>Q5!6rqzBMs5H4=c&ks1vTg3FyY4fdIqkkR>vZ`k
zsiRM;R~ZZM*>~`=rr5)k$qnj3y8;@xH`pIK)GFs{z0$;fyVogP*`im69P4jb*9x^C
zOK|#dEB<!$>sL2ydGCy{es0unP|Fh@*(tGjP=3H7-$#3zvUkLO?pBHK!i9D(W6rP4
z>zNm!eOTsk|DlKGLV*F~^M1aYDY<)MOlKQNsr$Ol!<`)ZRJ%EG_=Zc^J?VW{O(csi
z?{u_3qC9=eQ2FK|l_Q^$&$Z6k8ZOCtwwd)2bLYqv<Gs02w~aj)W^FKgdHTgde|4`)
z>xdH5?<Y#*KE`BZ_msZ(EckU)O@C1XvuuMxgTh(A^qz8w$1k)=eIbE$gN`|&RT(bZ
z{D_}g7up<rxVBqpSZ77|7V}p^t6N_@T-h&mDX`7Ar+*Hw>idP}1Mk(y+v;kDc5TXQ
z?5vVpa^_ZLw2(${Z7gqR!Q#53MNE{Viw->8=@^}}faCFu_`UBx9L(HzHuRj$`TEm1
zYjT!X&#%5J)}C5jAL86a<}t(vHC|jA#No(Wa(Vn>$F8_YkeI!1muoz#($Axu7xF%M
zrnZKC;HK1<nw{0$ZhJ#W9~+KHJ*)e=P4C6gF5DG=W|?J2MtC=nxgDR#L~U^QS}fP;
zIpi1T_bNHzURckWA-e``r;&<ZcglYy5ZehE)yvQ3gxWrHaI%`u@op}^`W+6|zQAYG
z=li4!<{wHdGCemW&~9&%y{5?`<c7xXq`h0dFWT34X@9f5G;>|Vy%j1~{9H2Cw6?0t
zvd0Gz?$6BTuIS|+F~8YaoLI4J3x6HU*@R~Ch4F0NVNHAbXAgh+a4f6P^1}VWyN?@!
zcweph>N3Lo%akk3pRI=P6~!cho9W5VdG8XvT1_(fPZTL;oodUK-M>N2jVbxit;jPQ
zpJy<ydB%FkZke&!s@*$;1do+JcfX?kbGPQ2_No+?-Uxw*_-D#u&YE?iJ{JXh7SFtx
zVP9xuo9(TT#2TX#-|LvreSXbm*@Ffe8ngMzw6s?Bb*lJsBrPI@?O^i@XI`Q6I>sbg
zzg(l=Jf?O>v7yl0&q_CWt6K{_s#ZUmCv{Ev>e?M&MFIj?f<6e<?PCpVTJRw}T)b^f
zXsn3Rz6M9P9XfWuvX6(CZGUmTb+A0LONs4Ggt~6iiqAuXkIiDM_g}soHE*H)wyV!c
zHLB0~iylkgVav?Y-RY?(*H$uL#=LjivV<>2a<}RODJ{<8GJ5M?7CqeKmGSBRn%8DJ
zvofMOh0C}$U8ryt+tcFzwCd@@h!s%>w*@D7b)>PbF3b`uKlafpeU|6!;M5c0FIN*>
zPg7S`bjzp;ci;Tw-`G0TxBuv`+pVvEB^^C|-_6oLYsQM4pF735ZWlF}s|N)0_}x7G
zQvXm(x&iTOadz{8m?Dk(Jf>$BW+&em_IVH+k1cjL(U|F8W?KEM<VtbBuHnpS5}TuH
z;$E#k(l?}bfJm`Y>soz6v15KTYgyi1#f5s&A7<JQT7F6@*~#}HLfk(_Xt-B5{DxQ2
z@upQRyCno$C1Rt3HeTscyn8J```pdEpmP-t4z+p2jE>}Oduq(>x5-3my6#cQiTc^q
zZS?8R(f+UTnk<FCMyMjo7kNDJK0e&hDAD`Ww$M2F3BjzHXL#4p$h)@=!);$&XZgB!
zNguedteaW+On|Ijpj4&ine{^FXR)NY#07i}ETXP{&(?Er)vF5^Lc~X2TxeRt>5+A1
zwoMoD6uTk&+scu<E$_P&9$w>^J6Gtrg2JZ!^B%DSEKjrR3vyHN>kkd&vNjK9rz)GR
zSaTXb@1|h=lf#s|mYccnmMqm%v36$5X*is4Hdf25P)V+n^CXX)e>=rNzeBY><QMa*
zs-KnG%sYRq%T^QBsBPhTM1I7-LGO#`fu6?dC7h-+l;n6S_q%q#-ze#MFxWfc%!#HH
zd)dz0+4prkFEedZ&F||{_$+_sI$ryMXUf{EHAWi_+TU^z=J3;bD9XNM5y9jkMPYmD
z66Y+nJ_|*ueC~&VeuqjW9^aF`VaoNgh&2P}cW>S`4!&&^iMT>1O0&Lh<thEBJ!>9i
zwtSzqjWU<x)w76GuA5`^J{uju-MQK?qQ6fvHIb6Rb^FuX?1lbEB~qKOK8@jZEPP>L
z_F+yGpYFTiBrj3Js9C)gV#^DKoh(nXkfH=yn8Np)N8?Ow)Lv}MJhV&pmb5Zc(J{7~
z<O{zvJP#C2x7M25dr3?xL8Rlfxx_AG&yyeRpO|Vt+qx@Q0blq2=$sQ@lvb;pW8GvW
zy7Z*%y*W)`UkN>RZXe8M7~7@sUM*}1=YRUvO(Bjuc_D=<GeMxlH)tD|TYqfcy9nNE
zt}ne$>PVS4UoVYFk4Q32C7Y+l>o+d{p_-$m(fDTm;o-8Ps3UGyTs`G>FDZ0(*<10g
zq?M%2qKXqg_vjv*WBvY;$Zz(CS!9xR?p|6_eW8UC!O|Ky#Qk9F3NKI7ltQNb51jUy
zX4$*FJ+7sRec+TnzofIfy7OxN4x)F*tNnNH>H9RBKV0c@&1TJqOWDj<6VLbfi)o(Q
zr}pi~yFRAAGSyGb6yE+>Yi8S}s_pkQ-XmwM^)&YABO!08`#hyx^D1^4Y_2X@PjtIm
z7@`oH7q#a5_8UzuN7hVtpmL?O#`X1UBn&Uy8epK3vwy(_woBA6I}9_KI}&$MO*41H
zO#9(7-{XpX2Nql{9Bkc^>XYU8RGp8y$2fCgx6Di}_xGP_gyzP^bbc%_Zmc|TH=J{L
zo;o44;9FeHjx7e7^DjEKid>I#?~vk2ymP%%JTUs5W{k#H3mMIMa(m@HSL@wM-_m|@
z0ng@60gJ<*I1_R2Q_J)3Ctp0VvaMvdhmalLj_@4=&Mg)#&Fz~LOQtP*PRiKcSjQ#R
z7_0v@xMok2=6i*0U-6&J%Eju<uKB4Z%<)e5PrBb)`$YmD|0y)>;$BYI*Mq?og9rVe
zFqbwd^33%#<8Ja4k~!J4B5P^Ul{aTbj^PVWEK?+xsrKL9(R%VyQIMU!ghI?)35B`p
zFCTTU$m{o8th_P4;_dd32i{S>WZ$OMFNRz{pZT@qm4rgU+eIh1`0j*MT;IAkS}KfZ
z#hj6X+p}~%g@T?1pVz$hmAROgNAvLZm^GcIif=a%6o*cj{dm2_Vu%zr*pxFjMk(~!
z_eBq9MHnO=NgC?zJ9K4+U&-YqK@yHvYW9ky3;V?mEuOyrv|Q;j5}BBZ>sssFH;~5v
zgxd3NS8`3Uc+=Hac{RFoFPrCoxi~@@ymmVNi0Ql^7k=nR=9~!q%GqY>EhqLk&n@GZ
zDxbsbvV!GHD}yBp_SIakoGIHP7;%EIyI&z%%v3jFq*(mJj<`#P$8Hj2Q#Mpw|8k;%
zc<uaxb&YaoOthr8z6;!ShFxO|Rit{>QUhB%kK-fkkM<v<dPOw_5ptY^^i6`^R#|Ti
z@VREb_p!kxiDB+LiS{Q6m4>`l&&_>rC;gB<sa&v}*HpxRmLP|fgRLR)S^-fYQNO4v
zR~<idb%d<Q2fN-mhO0*cO@G$#eG6lul3VTk-Ztn|nZLN$oq5^v35lAP)EJ-@{?oz!
zj$V3(_uYB1jkcGaepoGUI$lA%#%0#_CEChbD@E!Hg<|`Oc=J|}E@Op@cJJ_?sc`-6
zA+OOImkL3i1kVktLahs)oEtB3DMKZ9tQ-tSQROY<>+kXwocgEwmJ(FR{#@T8s~|<Q
z@%ok<t&-(MD`EwV7O~(t+aM35j^&S3x1f$ij37o5qfyl?+C8&>y_!XVY8KrMHO3nK
zL`4~0%_70Q3i?{IZLAHyok$^X=ImX?#v%{A{Jk8VejOBa2=FU=kn>(>+eV)=OE*rN
z`DxRF1ribqm_9zwh$QIFm0;CguB)rXs>gH2<!p^fg+l*<2LlBi-DlnpJlh)j=x%=R
zvf*0=>Y=aVd*Z%+UH?@z^rASIk(rhcx%;DkhUtQw7mJ<~{WDCyIe8krDxGF-a_o@P
z0pH6P(wlt@OH>b)v>r3%@Y=}Me7PiT)4t|(0g?X4XPsWWu*F;ETIij))zsv;PqZ^D
zH7)1y)8<rGkN9k>h3SiKJUTV=e3A1BX)E?`xzC+uvghVF7cclU%{W0jKWuJG%dG{W
zM{&6+4<#+UGUrhIorgm@QgeA^7w8#V5v<r*@u#-g%xKaTDA&FuWt%duZn@(j-mH($
z_feHhZctaT$Yf>+2u52-8asYp)O2(~s>jc8fs{BUljK^fVykUOj58YvGfp{6+LbP9
z-&?e(Zhxief}74sgy9V5Lpb$q0`rp68?FmJpK(g8E1^#}LLxR@^tq+S>`bjY+dbyn
z`N)u$257!8Y>NJ&@k87yvLycU{pNEGwOdYTd*2pUeEDeWjmF3<^4hqF%*W|_%ZbmI
zmMd#1$EC5XVp}@>+g5fXwJS_U&k}^zU(&2oV>_wS<Ry7xU8eG$N_)a_3GVp3gX_8N
zSF^6Z!(T9K-RC{m+QL#fb{2h2SsG<lr1EA_RJTaJmiwip+C1-gghSp|;KORGx~d8}
z7QS{Zo8MEPg$oyz4|j5YAF9RQJ-h$I#Z;azr4hWr#93~{ijNDV-&sF9Kkcii{PdNZ
zzTip{uQu|vu08i$<=Y}%FA01Bi_FEA#GK1*H>sONi}Wv@S1M-@c_MPad6!fj&u$j~
z4?h$yYj}y8YliQR7_7NS)n-#(UGU6D`DRCW8S{&gHBwcJf^N;(7sMgilq~c84PMEv
z=tTN+q4iNFSF#*LOx7>f?3OB9ELmy&?WbMNhHr;@`}Q?74jOuX#i<IuNzG4VkNon{
z{@wNsF$Veeu|{gUl-TV3B^FN)%zv_nZT4=F#4|JPuIp@&-1yF<^5$J(Wwr_-++}i<
z#K-CGHN2kU3PROpoK?Xh+{&G+1X`!-+^kbf`*M2Sz!41!u1<`7Eh*4C&fDU;y1zsH
zy2OM2YYg`tzig!Njq`YAb3lo|@M7tz)V>fYNu5~v?MK>eBR6r(u?#=_xaiWA%<D<h
z?01|Bee74;5tdL=+3cVBTqN1$XRujLHs6_Z$Mu}04OWTC?-AcNy*oC#FR!&@IYFSF
zdw*Tbbf=DI{hzLC{(8J;@j$)(1+DNk*2`|<xi_j1@(a{<U4L@P%<5%(^;Hr6Ri{n%
z+PZiQ$gs+k=I+h#qUsSlc*+jFj#_`|{<_aIoi*@x)_t21u``-Qa~XFV+pGE3OjOTh
zSDD*+GM237`Np>V4acno8D|Z1?}pboeq#T$IOR)qT+3y-U#?MhaYC}5DV^Eg$sJY&
zrL+6Dk3_z7%ZY4S;i+tRhtH&Z>Cd6w&{t2M%~xcZ<Hh|bjoROG;lQ!yTXrZC6H0C+
zd_EAgSaN+qs?ETjbtjhR-;YwCKb<s?c-TK+O%JPiK%U!4<p+Mj`4VLPjrp%%bbl%m
zK3S&S=D6uqhZo297xsrAd)y9v(Xh8*NO0A?hELqz<|V9@6W~1e;6vTqH%vvswntU7
z#mnk<`p9}Foj-3Eam(P^^!e)wn){ThM3mf3yaNQh(=Nv4xKnZirq^oUQ(h-2FtFIH
zl5GXs0~VWbi({_#T`NL2YL<)09gyOd%Kd(Pm%8P9mAy@+5waB7vjfvUN|`orU6w6K
z64>s@a&?G5-$1Ij$>>|HL8pJP%>%P9?Zr)R@n=SM3EmZccQfY1^V-^z7up~6KRM(2
z=G!l`4{ZWb)nCoSG(sAL&OL9iUncT?*RPax$>(;C73{Omti4oWpZKzR>zcPR<-32V
z51aOptn1Zp9`*4ubP@b&8~Ako=R;4zb*fn1lgvnA)pcEtm$sPh!UuHZ?rl+v+r9Z{
z@IvQLCj$z%)SH#mBqu9x*WOj1yW{7X!?(6rW(4<4yLRa0y4QpJ!zVTw%qVaDZb{x`
zQ1iu8V$%ysJiF`pX)E&%en}*kTJHa>t6});`jxi5YvLjwf4<n?xJ1bQDUXW#BLzFf
z`d`P^z5f{$EcK~Z!Z&#%FMIP);B)P(eIn^fF^fOuywg0#9#=p6t>(9g?DkSA(Zlnk
z#0x`tT*T`gZjl@L$#2tH=B|Ejrs_kg+aIz16X^^4{R<zj=)}ESuXgpJcf|#l72#@j
zqL2EIM_L|V*EhHOZRi)r#QTeiPhT6dZI~T7ob|*j=mYuj-7=e6lXCB0;qeBk%S3(N
z`K<L@d*-Z2;@0#<mx46B)DNpKTo$GsTYG}}v`sg8?Fm889a;@4<%1=v?Y&n{@9$mv
z$RS&G{?BHwQj<eWUT-@4(n{{1w!W9}u)%EuX<>POrD){pU8i;AJ{2Ass*^a)TkMf0
zn%lwK$8pG9_NdySh_{by>)r|m<b3o$bCu9>q)ag&JYTCpe$Qi$xlAiIem==m@4n&T
zmls1LXQQmnTW`;KT~n_Wl-gsWwpfQ--26o~_51T%iDxWbgw{1&-M@Cmna#0F#BMyi
z?bvYsw(Ys_)GE{G3ygR1hl(2{xo`e@S%G_)TU{Xho<XvGfUe!uCC*m0p0Q8vx0`Qp
zD$j0Gn-$m}Y}PBc&H86hM+=kdRk>bmLA?>xzQRk^>_qPcg3DCry%XAHbSO^CnWS5O
zk*SZ()m&8mv;D&j&o{llqv>L97B9APrz@pKtjpPc`#@zkw?n2z)+K4%;gP#~wy~S4
z#Y=VtTsD(=V0rTR_e4F<XB$4G)IQvA{c%^!aV_f|F1K?EWE!s+C+cha_;E_Qa7E0K
zzvn%NTk^_4=J`9j_X*Va?+dW(TO?EQ$=+G@{C=kXz5%@M;1ky?bD0MWzB={m-I%dX
zRDQ@li!YA++J9ZuV9Xk^6El|HKiRcg;EHJKmjluwmpLkp%C~awo~?e6h2@$1(}bt<
zD!w%iG7U;!o+q@@*T;>wI5A<1ZJwB^{kKBrtDIT3vmrs{_T(#<Ah%Bs=aVGsTQuEx
zw|VP~s287y-Cplpttephe<*v$;9R1xO*hGovt!$~ZQIt4ZQHhO+cw|W*s*OpIs5x&
z=FFTrGgC8F-RoDcs;=rkSM_t<_rlf$(U2BAFp7|Yvy(g*i(}-CaSN8vUr3*Mr^jCK
zq5YqL>wnlA|0m%3zq7&r6I>boaqB<JlkK16#m>a>-?;T3js7=mW%_3{{CA0go$()U
z{&#Hsr>p%h#<Gn6$oKz)t^cIE|2~#wW&XGEzxfIOoYepHdj9VTl>Hxp{%@Tu=>KXj
z{ENe}asEeI=D&uV7}(kW$C%TV7nHk-YU*vr%T<edNo8Y#mJ$gt2nhlaD6vO8n2<jx
zq%pBVfCv((5>yl@!oeU~F|sIPa*L>rS2^es!X;Wtt9F^Vx#GMnN+*QO25}%9-BxDh
z&t@8^;MG~~Tc2O=%}=jy+{3o+OwWt;%cheaA_35!VAI|Fa(mMWi8(qK0zOlE4JFjm
znmBAQ0Y2S&$BvWj{zG?b4w!zoEi8?8<97%&82|cT7vyMkww*2L{G;%@>&n{7s$W?d
zA*w(J`~#y|mJI_c#AZOJ$A5hOTqPb=y{~9TJ<#jw^yOE!#ZnMN>nOEQ5o}HFWp|od
z-_q1*DLt%>{!k3O^Xb@W=libRn{@pm^7lZwfM;0&t!#5MnAiE8&km`JP%|JHevC|r
zMX<RAUof&~yMnHT@SW@$#*eB8j?IhQON9d={HhBSY4-|2=Lypj(lccC4Y!~7u?wgZ
z!ho_4<=(S8C7Z8@UI7Y`cm-`#WbVpm@P_1r0Pzdq59RlFex>-NZpWny)kdU7$I6EQ
zj1KB?#M$tNS=>SlM+?xxhB(;sUxxm=1<ekG-;K)`_`Mlz#6D!VOZ*ChI7n_^ja-5Z
z6J)?t?T@~T(G7!6fMW~H+g`s7o3;zx;PAEw7cQL5$pEi5D90g?)PeaYh;|MxY|kaT
zFG~RlHy61UHV>{30`7Le9OKuU!Y^QV$Q!_(hdUIb{66#zG3(YXW&|0sB&ntx7biY@
zwiO(^FqqN{!=-<b!~yp$>LUU&rcmNI4iW*k1i3D(Ee7aN{4AG7XzRvr?1agaJ=W|S
zYN0Wpd&n~qbPKvK>av5)O*mWf)e&T0ygt+;(tOh<hfC*l;I=`Vu{*4Gn47$Qqg#4}
zV7gZ@Z}1(2T$FfH5*feowGN4ySzS1OB)HHWaaxRl-;xr7OvU}O?s34V9yB3f9Qw30
zLV9*#E%k6GI&m+;x8-C%X7;vZ8|ZtWO7Gx~uHe3LOdr3__oQ{=_9H<Wk|>fTkT7NM
z9lpSf3E!YR{6C|!3!ojDW3&giCVPf^M!!<KhQ;qOy~%#a10dVNg@;!Z+)f?cjbA0&
zslCD84h4j400HP0vY~tNVQzfMMb0M!LdhFa-ReanTTv{w!LoDU@B}IH`L5gki??hG
zu4sHBRUbGNAJBuK;WE_{+BdvF7C4d%@iQ_^F`IIDB=Ye^hiQkj_mnLP*s_JhrxaQe
zW(#l5z`7D`4#~_;cjbF5w!cqKkl&PgGk3-y-p~_%A<ztR7=+pjxU1rjZNuOXslG18
zXoI?qc(-d)&m{SLDl(<k2HmwgJrB{{BdiG=4|<#vatnxbd4lDN$sIc`_SxJZj*~G(
zPZ5-jsWD}aE<kIDLz)qZUE^Jwe3LUIFb{e*hG$BkPan<L$1OtMbKwrJ?P0J-Z3=D|
zv+benslH1mD}Y!Yx_Q(7-uqPO*FDDD9nD9pe3Mz4g4~4h%mns0bZV|Ho4c34+d4G5
z$JEM7A}e5-P5gBTBvXWFUUeeLNLx~Ih}W$@fNK+=Kj7M&+_krg<Eip=T<u`QJQ|Ic
z!saMqIdN+soD}vOFF84#VGjM~sa@CMm!VN%5m64DSManYV^%bHk6Z$&;x4DuAM;xJ
z*&8Ub_aN^=yM<zd>g%e((8>#}PeFLLqpfh{$5&RC*_d=H!|iuonHF^Ao={1eT$wQ(
zwxy(t2hbl{z{wfO(V}!iH!DE>7)ozpLb-)0uUs`+<Id9|n4G<m4S-DID{sqSXJR8=
z%MWp4wR+L$v&PzKAY7nZ1}Man9^lc>&pC`C)(SX2inS>tz)q;#HP)B2W!Om@l7MuC
z>QG%CC_F3a;B3&dTdOY+Ozi1r=ZEZt5_D<|1zB5X5@h72u$Xi|$Kb9XS>$_kpY+K=
zOTUq4Q~9W@I!*@fsAOslW##0UPeaabe-~P+FUUFk<6xmMeodmF<B38RmbLMa<>WZ=
z*Ru6;A!fA*;7Hq{=z^zaW3hG$b)BW>=~I`+J2_#$U?2=*n(UcisekQ*H#!=v6!R-P
zS)_y@p*p5vZPGr5KCR^y-6Js4F0iiEBmqAKbrC5TQ+7Kxef)g>)+0Up!h(|S$s<U!
zp|`Oz8~DoAJY(LOL;vY;=P$FhdDqA~^_go@N8KL=J^k{Im9i8TXEmY94^deR(Oz$s
zgnY9A2ujK)FpEKq=W@(nv@oLtSb8R)q*`J34{aKwOrnrbXnAEvFapB2y6=ahsg=EG
zj05*z^+e2RR%BscUq^o&9qq>uOevMvD$yvh%a#|zV0AHRZoz1B{{Tn+j+AmxSo@2D
z(y=<(++Cs^@}>dBCQpA=<Mqea8ls$X+(hu)j2H0Xh0~-V@8mbzvgeDR`GELGFol?c
zT<^oIm4n#P3IHDQ(05vUb_KXfy0AD22~I6s7_LmEZHV|z{g_Z-^=L=c*1Gr3?MCyH
zRyAw)=$$pXYiUMDX$E!t`l4|OjkAk@t$ayYMnbV<s8Pon2)|UKOHF-BHKz$H3C!pX
zJUc2edQV0>M84JcZJ}@Lgp)1z_$FFH|E}tc!^~_OLCXFtN!yzTouu5EB#|Hr{L=<1
zSt`Z`B_tA`zyA=VbBJ+?Gy0mm5?Ts8*0#5{L>t07Q`a}439}VoCPRjDFfKC>U%G1n
z?G5#YBF_+NH>iwRKUFKbo|Hn$Q--daMW6HglG+JDa^ii0C-s+)3F0L7#{`l}BCoZp
zo`F-M-TMS+=wfCs6BzQ=iu!TAkDq=9;C{TfG5jdEmuX>$v}pC^4@p|&i#ZLd5sO05
zO@#uyG-9eS@+f#UDYjLNhUqMob=@LEsL`yuMsyp5d^{IViB*GLhFaBt8?0g7uo<gi
zEWi;r)}-A9OAd9=(WcjOSTpcOEZUZb<Dur~m)75E=@v{c!1SON?#kbDy!40?s+yIq
zdnIexdDB~Sr&Y^lPX?k&z^i42n0ihq?<eK#*wWH`?*2N~?9zM5(_|J1YwqRysDO{r
z@_pxf$q?@WI{ouhxwb}^cZQkRbYtdd3hVMv6HF5fnXDw<j)r=RyOyev(bv@w*%E#2
z_YJF+i~JT7&r2%1n(8V|g=P1&vfsrH$%t~>QWMUHDQ%6mp7K>jN4KR1ES#QJj?&I)
z1t3>!Ht-!)I*om0nFjm2ul(Kmw`XGk5ZM6A@5^51V2jKNY=_<rMvh$no00I@QF;+l
znibC<FQXrQ!yiAZ{;yuhK}n2;uQ67>-(jaXkVM(y0@mJ08nFrFz%V%=R6@)k5FfW5
zcmaW7a-k~0Ktjxe4#CQhM6D?M?WSC~dA{D)!W<#}1~rfyu?G*(AR``T0*D}<id;};
z*}<g!W_~r81+WJAf#K;%_Mws-KQX)j#9D$e4qKwwtZ--9;SO>lapVR!qS&W{rvG?S
zUq8;@O19hJx1Y^0W$*)}I!iZ^cOxdqPL}AfqDQ+D-t)16-G40dc+Wt5ypTHp1cz&$
zY;O3InMLFKtueM>g26j0W{qBU>4cTVxUM?*mv>B3*gpKU>6wF1WQA)y?{`EE8+;*z
zJ?KCVKIo6e272uOTmX-4_3IurBSPx~LGe=Ss=Ox_QZ`CiAhO>1Q7Qt=6$&{hYV38T
z3JW?ys2YMywbcZXiaV6TVcG`tPm1j6w5D;K%Ts2}87~<@#|OvC#}CKUrjm@v?2?3<
z!Lxs*;S$ouBpqXQ$P5B`1GOa(8$mA-;h^ZD$U~e4O$cfJz#mUg>Y#=3ZW2y0$vd7f
z0HB-_K|G_ji{zIdOvh<UBs7ue%6H1(&*LuS&t@;`PD^?g2+v5*ik;;;X+lUPuZr=W
z7y{I!tIAkgRBdQ2pW48+va~m}T)tPRYnt1h+%GCt9yC&T?23CGK4EQP`b0TK@sVFO
z_|zzNVL-o4zfJcrzcB;ooo`%}n>MaWLuz~IEL}TvRT#UbY^heold8>GGliN-GgrhD
zswr3_g_233kI=y8!*|V{=4iss^LOhx%zJvK<(e)la|}NX#Ywn1%5l0?ogwUa(Rw4%
z_DJenvJ*CQ4p~|6r)0)CC-IMRkJ`jI3F+b8+NY_i0AmmuN@Gp97m0{><FPKj-n{b-
z*TOIEyl<2=#c}>wm*gX#%IT3@<HW`72L@#i6l-hRrzB3?E1V7zqJU0=SE?(Gwt$#y
z*o$CAjz&o2VKR!L1Tc=>YzXn=BtumX-kG<nPQmLwmF_V#|2j!VNl%0Dhy70Lmk^f&
zmqSr&9?{4YOk*mJJ(8JwL4eRnAFgP(IM*oGPfHRCe($+c@4$B5Z~NZuaWWexjyOVW
z@eeW|;DjdbQ0}~;8Deq6>^OB7=pwF72&!0%tvCbf#D+B5GQc~YlC>9_S9U#iTGq1S
z<>m-@?}_Vn97WJG0l%F25FJ}P>PhVl#?j_yl$D6>aH%kE8%I`x#Pvul><o9kyjF-4
zcR>V7R1p`SGk86vK`z@O5}R^Zm+h8&6xl&gy^t3_+))rT2KX8bDMv$AvP-r5;Fl9k
zs=_~kPA<`_{ZN4>a(k;`pY+8YCL+jj&%_<d3w$@;vK>mgK?5t+c3aXAE=}i_(Dl)Y
z)U11^FBRWp(T$^z>WpL*9h_UfPQvBK)rGw1XgaazE=^N^HBzq7Z+lDgzTo4JM;QUG
z@8BCnp?G;H;S5B4y6oQu^C!h2@B2bamze>~`$rF<TpsCxDp+Jmm*S=8hNWleiW(U#
z3cw`Z8Yz6d(ILee<%UU?b%Jc8;L3O-%|y41iSuHRzL4^iKzi`46=*IfaXW|>gA)iP
zB%VGH*aPnXz1cfggsrEC!mTWUpf)fHiacbjB%J_16EO!@2LT1DYH};`J@S+}n*|i@
z{q*^TktUrN3M6K?uN93~*s2{ZHSuI&f5zt!btJEZprSJR#15E}<A4lJtHnrp`|fjK
zM#(_g!9*ajCLxZx8bWp6S%$JF%GM%82dDUW*rlqPXYxa$Q~J9h_sK|fC&6oQC^*b`
zSUC8_UzqvVSp!1hppeg#->@Y+QR)Fhh;@-Y2=eQ{QL*$wnl*=z#TdJv+t7}Wo9T7R
z_eiGw+gP&O5>0i&g2W<>oYtwSSgM0%i#3R=ISh~u1qJP+*%r^2!<!6SLWQ;dw6HB&
zE)*j2-*G43^Ci>Q7I+sFy!HuGo{1L7KNroBBZh#+cl~5*t|y#KPi`d!JvwYvtCcKs
zt<X+Q);t}(JAGR<S4R4Q*1&8F)qXJSi7#z>CG@R59H>u&I=WxqxYZiy(|-1DVuAYE
zPfn~;OtJCiKIin^d}Jq_=Jn;L_EcF0_Ps10g1Wss@?1HseoDMxt?;g<Ey7tjMoDk1
zma}r=IxTl}^j2m!4yC|8v~AU|99vmU+r1`?WBoOLSkp?`@GbVjzNj^}vN8IPOSLj(
zU5lhG)~2m+!4;D%*<|+22fx%4_ZrWyy3IOp5ecKrrX;IJ@xrjnoj^X2uY<<?pBsRM
zsIgjqH#FKrhu2Jp{GqYDirR8*YG;k^(O5SbIIXrh;X~DbO5E0(^hw#qR&IL-!P}di
zKZeD3Z50jx{{#CozcDBIeK{G>F?me4Sc{L6N-wU_U_Am|Ju?D$iqEc2Nj3UmYP5c1
z3XM!by=*bWq^9X}H3H>A@o$F7_le70r@PG|Y565`h9Nm3C$#Mmdmum#ont)wfFn*$
zjWinxdVjRmCQ2&bq%)npp2RtQZ*r_6El*}_vfmWOD^^^p*|P##x6GYf4bLkJ9<q)6
zZ`OM9vKN?+19X>UuHzDZeh4YH%O%y$27hcug%W^2G*@(pwo9w8rZ+L>Pvcz=wOB2?
zMZ&cd!(0srza!k^piubMNmZawAi2x8Jo+hD5)#!!gv6jw^vBI-oCc-u0s2JE)pCcg
zyBGDw_RB?oD_R2P(kUTa%uG;<NM^>nt?l-#a1^OrHA5|VbTD?t@;NQ)%DwO7ERTBG
z%0rg({K6w^SO)UWnFCV`4-%|b&LO}EH(Z~wIdLPyE3PB=&8DD?j2Nqh%(9N7z)#*M
zqDy0)QIqrc+&n_7qJf!bv)3-dM-L9T0P!rmDXy?g_A;n!8Iu~YZ1AksxuIU3(2h%l
z_)~v0IT|`4&6|?8Vp=Ss+qllegb;t4D+A7U2%?Xf{byVRw|{e@BLx<5JArP$K1%6E
z8Apbw+Jaa-j`*x76d6D4sCVD;K1}~wo2zZNwN(84URXaA&9}FX)>lVw^zq>3Yj0pb
zTHDeUN;fH2zx6a@AR_1G`h#F}v=8k)BR?yJ-?y{p#N0fki^xu?1Rl1mLY@gcJV5q5
zm|y$HvV?S#<|0XsPI%_z!NeAUUt(sr1A`bjbWNp}eN2o2^YTJz*xz0AaLO?9FBKlr
z8&S1#!Z_(@^PG_cD+(qDgU0XNZ}rLmc82lcXUS0BbdB0^V-c!~>gr%A+23qoIho<J
zlOznWOtnc!KC*{@lV+Qz(|v9lYzi3j`1=a!yiV&qI4$5Ib-{28V9NXu&-oaV{Ejvr
z3rqlR{LlM_RS9diScmiBJm&?XxTIr|a&`U$QApw*MBi$O{`BN3ln|WD67J0+4iG*P
z%O6kEo^+~x>hg-K#7pf&#ENK4UG#<(<zPwcz3Nn*n4_r$X*ClH!bi(6(REUraGGff
z^IsFI`SN@1XE@t@8bdW#nvy4vIQbvJwROUPUT9YD5a&A4MczPX>UxbBq0W(el&Rn5
z`~w8qk0R$JWXlOc@(Yv6%*yOFWi^ioJ`s`4NwF$6?C~<R9Mr_Bt7QS96EHE>*o;Kf
z^k4psEt~1NboZ(f1}ePYF0)@UnUlAQK`IUmqOt(msQ?{{B^begqD`R%dZc5V%mUaU
zs+s|KV1#!{0~Cg^`MGeex}{c!x>=3qj=85*o@S|5ePVl9;$z&W^IM6%RW?gD3|iA>
zzF#646Arq>W1@`1y>!y+<hTIqh&G7|rG#P092T{ffbsTto!QP-OO|`xiVogV3L6s}
z^8Kbb52c99xM<^#S&>9ZmLA(ln^)au8*MdQ&Mvp1(MpH&O<bWg;_o40ui50s>^*&`
zH)M2~iMm)oN_r2j*g5WQNKd61w>XMZGO50P?T*D7=2rrkPfW<zG7}?}XVOSuMHH8c
zUGv4$C`Jgy%smP>Fn7boK$In0fHl`KBT~^kdX)`l>xiKWvpeor<<p}D>-N3LuZQSU
z$M~{P>90&tJ!UHQ%usR|Hw`(2N5P@_9TlWw2Nv58T{+|6G;Fy9i-k#NLnT8dP2oZE
zT%FI?Sc|q)J_IiG>@?;Q_rnChBp_Nc#_tkcNPVv=E7ynGb?V(r*pEb$pZf0ka=&yW
z<@jW}@id__z<l6D0SPHuJuD)4!7)~fz$=+XRFz{7*MhJ+NeZfILuFm2PGO)3lU`hT
zj;r=rXU^GKa`AVjF&DE`Bj+Q98%=YR-_b?gzZ^ywjB)7CFzp_oAOn{C*Afpiq#U6V
z`qsHkjNMZUTsOVJSH2tAmw-d^tMiiR$;cRew!VlI9OI6f>A`kN_&@%$dCGmbf9Ou@
zF`z$rR`aZALoS<8GKw^$h{-@`A~cnsD!?El8#Q4#j||PmcQk=aV-MB{izg&i<L#h^
z3CB!oMA=1QMp%Od{n<-k)5GPRby-7ob)e%>l5!u<mI?)^T&BQ}(~pxMIo+E~@$0c(
z8_YDW&6)l+gT#`<oWV90CdaK2`+GC0DVIo_Tf9V)se&p{#UaHPgyOosKd{=b;)ANX
z4W!8%lcJ7|&61-x)*0Nz9fg}*{ysVZ&T;|nTm?&Ffm4aLJiV5a&`a`Idlzw5bi34T
z!P0c=p0Jxi90Av*%nX!xyD=;bf#+@v;?haiZoAEKG?OQ%;d0YkeR`=qDoavZkkaPS
z^HwDOihPP6cC*7}WTjr-WO9&v<l!;<S?n#Gz&)VMwa!lFynx0^!1rCMZE8AeVYsdp
zx$cQ+GZ<)gN98gq^#yLxHLQAzTB=>5{nVDBCS_<HL7^Ck!6hCcXvgZ5T3#tsq6S5g
zy#SnCRew2J9`^Ww*~^b+04F|Ng8)p|I*-jn|8yO?Eqt7aMz6B~hk0z1PGhYGBT7iZ
zNpwk9y&WtTXQ;8B<7@U!eDi6mJ@CuoSn>OjGAa!P9W1yumpX|&>>KBu=F#Ich_j^Y
zG=AC!%q!2w_J{5m{UN@t#XKb8mcFuc`!znnmOTNsbUHN$t#)SH*rL&?P||rtGq*_m
zF_1H}U-v@-;j29ZA;Wttg@fck7kC<)Lzq0Hl#H6xl=tIVL=yE<p3xYyynt$1!}t;V
z*Qlvc7Na?jNw=X2P|mL=w4o#Oz{N<_CpJSPQ>2m%$&%xXS|+zuCsdoF6DsD!s!Un)
zGTH=;*~|qyEL_Q+JC-d&Y3#E@kRLpso9gxT#JiDJzgZYu-;?P$zupIv_wh0E_1w3&
z+Q!gi1?KS%fohWLGMT!Lv7cDJ9y%3r73oRRPG#{-=d6)wuG(~JHZ>;~!<^dnza&x(
zq@Lqba>PsZ`Ef$%e<}&OXhYm(6i(~amM29_Y1%PhcvEB&R&Fj3BwyYaG7y!k#O#Y%
zV|41oYylaMt(5THKhH&PZl!K7mpF<EjHLZ69aY`gui+6I;YRnymTzoxtuFfk0R6vx
zVRsJ5_lhx|&Vf<>T=SQNw53<hU1Q7hWStqd2&)&t8zU*5%cZzPeG1*GZDYf%;%r^!
zBuW=by1?p97s=8zj&BX_+b$!d8uk}%i5Sa9tQ*iaHEeLGhhn&EIE<IdM5J!G5J<+~
zfn3X<L}5F3fk922;YGo#tAO}+3?ya4c%4?1F_3>w8_>DXAyp$kDHC;~m|6qIk{zr@
zR*lU{{!^qXc$H;|T64sS^(x8P3dx!k^eJw&1;x~;6u7<$n@;&KZQ`J-47}Iw-CRFt
zG#+u{I6LLMC8m$^`j|wS>OB*%ID;KwL_+i3{;hgzw@%x0tf)Mmc5~)qw@8{y4gR?5
z$#I+vv9Z`hulUV+Y~ae(#@|NrN9@^7G)Lnr+ynAzk@qVK>ppv|qi$hcu6S}6Z{)s=
z6Q<X3Z_HWFY&FX^&YDt4W(^s{%b-48wMSCZN5x@F*H*5IrbQ6LVBI$M$n+uxYhf|{
z7A>}PBC7JW>(;Wr`i*%_Fwd*mAv+zBYJa2fK;YA+>=IU|sxs8E#n>LfKw#5l9;0QL
z4@%b1M++>bxQTYw;Ub7F;PO!IydF+jj~-4sM~h=H-Y=W*Ssx-qUv_vscA+NIF~RV?
zKS0uEU4_lLUKq3#d47kLEqCT1ZX9g0I%UaZ5xJ(fcZQQKRzk|*AY4(pu4Gi^Oy(5Q
z&2uyl(}{{lL{!CaJwhGUZnuYg{q@9=8}RtU--Lw8_xJ#udrwODuq&afBHAoh5l$Bk
zH9VINM}0;j-wUMet@@;9*yF0A(-W+x0OQpxyQEyv;U78*1G^q-_}$<pt||sC)01w$
zDfEt7cUAq!QkBE{oBRwhv*>io04AJfo5?^b(rvfA3+6_D&fWCn@u_H=n(xv4q6yWG
zE`!U-WM~Rg`aW?qHoO&;-qZQ{(yJBuPnWIhxbTi#_p9kvav1s?MDBKr+0Q^vCcJLQ
z-Qd@$aCW_r>_^LMu0+!CydmBZjl1*tqi5GpgwLNjbqX|G$$8ZC<1;OnFlTa?6X!IS
z#@eLJB?*YX)Y%nq`>w@Y<q-IlMPmcpe;W|i@LdXd(!VqI8Qbe0yHE;op=Tt@em(I}
zNj^kr5Iu<1<*9k)O};5M*R@*<vgd-LM?t5p$XuUx<i)zX3<s|u^X3t(^}M0nS<N?q
z9$f`r6#vT#7ZONy*Xlu0B_lHeAwi~4NmQn8u^IVNyT7XBTBMkPtxP;b>vZI8_AV8y
zD)f0fiBOS=s>w|@c6Gg-K;geXXN`OBv-b&OvgQA7YqAb2F6T!^Q6!O-+hifa<kpZ%
zg`mb<n7((t%YV&$O{gY`TsB1RlhL7vjtp_4w#~__Qa^Vw1g}!W&#NxJW2d%@!jDiF
zl~nuG@wYl&Z}-_ml>>n*OF_vYx&VzmaPiC`kS@efFzyO`7{{4~0L{@waOT2YhUpGB
z>m-@<oXcTG!Y#A+{5I4e7)0}kJ5Oau84!;CIxec4TY&UD>Lk|VUWWa;507YlWEmCF
z?OeAX$I1wpk1G}K&cNQF_$`0TxUfY5A1Ad<vFQ+)M4RDQTFg7&Qt)CW@&P!2e*r>k
zl;-{<B7`-ep&-x$L$(=TpOcL?7C6;Se0o|F6<Tf6PfRIj;dL5^$P%8_`=Bd4(^Q2Z
z*2g*3fD>WlAnYM=igrzXxn*a%E6R{pZcBYb(10XZD%_FqFFJn>PzrQNPPUy&h%A9w
z06S1Ut5gI?cPDU3J$kxD5FjGZs#!V9O!b56N+~HSX)7^AuxnFUi@KxL6B8&c14KmC
zhtWow3xfVUC4=ttM}jtD10g9PF9jC{w}KL)>VF3Vp~aDh=l(mjX0QU3agSm=Sfo`S
zi<$ORoQYPQRlSgx+KY6D`cwLEohT}zMeMfC61q)e&r)AXv#g1s4b0BWUlomRGK<Ui
zz{ak|E`UrrR~t8xr_}o8ur1%+x8}%5lPT)#x>J5x^vs5K+tn6Ai3dM6C*eu1F7HlZ
zwyjyN5O>Lq+A^qDXO7rL)@9Ze_m%uw-1<o0--tD_-&_sDrc9A+<JK$K5~9#t_ym*+
zkPo*c9H8WTI69*!DIKt7y@6nROEwa$3ePn{BUm4L^Ea$?jED^C5deF%#)*9^+BnO8
zhT+PQSuFh(y=%>6A3wLLVFRNRGS|MWc`c<T(wt5_ZJyTMZFC`9K18GVPJmkhU~JU=
zfc0<~a$cb<mXCs;eo-IF478HG-NS^=k=0JO=7hB8TZN`UT{cmQv=1eIy*S@ls*`Bk
zpFYwHP>3a~3QP-reBKg$%N#B^f!(5v|001_d82eQA1l5=fsJ>1i5+zs6?Wm{`Mj>b
zbGMSh{oQhw!r<LlTWx&Rxsb?h{z(TiU4TA=2kFz3`<rO<8vy_9JUb91;b&yd=mv7u
z)(`YIzm%UQF$DwH28C0ydY3A?&7sXOx;fOS6e|eLO21|`i<XR<HDRn$s6!2IEPGQD
zP|g=Mu47=}nqf(ZCtWGpf};7lowkEi->fMDvnZxxXTD<<wHo*#^ISn%bpxZ62mB22
zqPFw&$(oC~&h}8ie8ZdU^$~mxLv4yiS4&R?moF6gRRB|9CzKb;H%52$md@>Yc(#Qr
zf3-8+?FoF}UK9t|Sh{>OERs;CEKWzmwhYlKS+AGUu#KN0o7XE$GGwrB@*lSxCPty6
zDcv%4B3zKC#Z6FsLNcf<LRyR+g^IFe)$<*LSWkU=zeR&Luw8O%;JT7nQ@QOwV~(5Y
zHXGi+r^{hvt~b^)P&Q|Dk)tE}B?-DGY3(s`-FNIDj<?g(cQ8jhTd2B3%pGTuU9G5l
zngFUr@*3jbpVPD#>#$KSCn$S%n>~nAEQ3oW$pwZ&gq`99t%?$@=K!OMFnC2*Xp@{<
zHXKyZB^5;>pW#~F;}zngF^a()^0wOCTfa5&4Nq5L-7m7V(I?$J2HggmvGsL*nixGO
znZ&f9^uX)AKNR(Ewv55oa6vEeK(I;JlyFRPU-2F~_DwX<uGluv>f3)DPzK(O>$d)s
z`q6ySyvm`;uFAj6u$+#Yb~52Ae|zYO+M_5T<#vSqu<uw;iJnD9X0xz^?G{(H<`Z{<
zcjM*B_MObOo$+U8uFT6(w@D|aR_x`V_C%-dVrTUN;uQQ80s|c5$^nrsihB@wFQ+K0
zD9<R}h$c4cjLLELaq4j$Z~kiGhUt=t52I~*`FQ(y?U=WUyNch6!|Kx(c*B-_4M*0N
z4LJwt#MMoy>77~BP95dz2DNb2ZbdoBP~Cfi$fU|qfwM4Mb>=*UP^woc)T3@27l6zS
z&W?kCeTQ&u>lmC(ut|MLJ4FC_VsHOIBxxMc5>Bim8MsZA0fFq3y?=ZlD+bVlkaaNT
zJjZo2BynDl8)p*YB}sXe1ez{}zI=AS(<Rv0BjB0kOV0q0P`zU$C(JD#{W$n_XLC2;
zPMG^9Dcp0`9not?6hdZbsK!%%(`5F`Gp%KcS4@@dv6uGmSij}s%xSfBibj)ZaXtJi
zYz!OP!XJ4PVPWDA4wFIRjY3RcVPckjG&}QfjIA!4B%~y8GSbqx&WNkPUTfBcaoaH5
zE%p6;+tu0(W@|(vA@tIBeV$JlK>y1D+f3%+6W@oU?aWzi*)}QVxO}+<U)PpSJoCi>
z1osL*N1=yEB0Uq;Q)z{A7XI54vbo9p9{)Us0lUb6nu~jmMM?x5V+^Y-TT0d|1-FPJ
z95+WzD`a4VBxuB;Gq|YZI&sM|xQ{Wphn(yvGI=3upqO)@u8OlZq%<pqb@(Awwwl+l
zRsI)CzF{Sq#+q2fXpAE&{7mkY9W`@ZEGR8-gU(!_!*9r5X<<k*+%a0Qql9Sn<e=rW
z+*H1GsgkWk%C#g5`btV&V`f^d;FIGwg*&v9{J%S}lyo>7f^xb1J_OAfK20OI%^~u`
zi;bE+CgB`v-ol?bV|57Qsu3C_Lhj_JQ>U#su3d5i8We>@Ba$?7iTgCpGebHT@ejoh
z*$<7%uFv=>jtMebj+HXJuL=#LlRMm0UVjDGu(e-sQ()IMGq%&j36iuL`Q)e<PL$lH
zGkYkzHW(>wF1=sGz0A~8@Hd5DLJEC17;N8jZW0bKHi^h1U9ZUv8`H|k!t=+B2z9rC
zu+PXGn!JH>3FM__$G}6#p#!IcgEujIi%lT|`yYtJDQ6oB$0m8eD-*5LZh?*{Ve9E@
zF>)d?iXxd#8=Y;qELRXalH8Y2EaCz^%)|;f<g3wdP-Y|2M(Qa{B0}~ht8eibRaHia
z9HQJMc<7`I$=7P&l&5%NcTet~K65@fznSolOK5uI`6E)S48GC+MPRed`j)P)^SyR4
zM!SMHp(2kaVR+|d5>NR)^b~o~-;q>NC}AAfw;c?LVeD@>fUSdUSPX`v?Ds)2nZ-T^
zCmnf|&PXi~6N-o#u<Ky2em(^z!h`aH;qD`N{k*R^&(BjT;7r~bCRE_<s<e~F1<p*F
zr1qyrHzZny4W<a^LHGB<Bq%$bWwb`6G&>JICATQQvuAcsE?iW~&?|_}MB$ET?U@FI
zMF&pvU=&8=Du}{8eSkoxUceL)IG(fe3L%~mtER`G&_`$|MES*lYaFw@CHN?#Y&oTK
z$(?McP8cgafZL;-`@V@rncW&e1*A<gh79zZl{|%K@g<7g9vFgzr&vPVjWl&`mXUEW
zvAJXo@!lvIL$=A+3ZkyW%i|minvDNQoW0SG!}s))6ap@Lz(@^)q|b3u&@>`X9VX%i
zm19lk9Hqh_jY1-vGZ{puTBl1Nf}tD6S|j*m@SAZ_^3Zn>wwrxL`Wi(cQLNeWvr`<C
z?Sb{`AG-T}nFxXF3wW%Xlc*{U7w>Sw_7e6mG{Yts61!CMJX&U~Tag2r)*)G~8L=qs
zy_P(9DEGC!Y{GAf6~m(JTji))ya-6iI?Iq=bfce@jUu0aCC7AZ<;KlbJzfiwkz|;N
zfkaADXUETbGKIe6PSQBWky?l_8T?HaYQ710r<eaeUYzUO%4T_bPPAV3RlX0_Y%u2~
zdw*+tR1a8ZTxl9zI9m5x?S8x2c53#T-RY8K+U^?HH;;9#>)!JX>m5ot=y|f+@@Dmu
zqCkobZ`sGJP~@WBxcg4|%$pE9Lf%5zqJQN3!VS%zH|Ykj{JuGv4*BW+@%VZ8KKbhN
zvf@j6{vwU(dHESk!T`Mk{4~G4M|BmLnjG}GkqRv25A=V}B6KYf;EL(*<RoRWJ1Bi0
z22wKA)SJIYXZ$0!wB%I5k?g*{=bwp@p^fz<v-^$(6u5)Mp<IoVy$_J~yGF}@-}n$h
z9R%d#;$T3_<`mY)0`d&9$d94&XCgpnEGU8j>fV3}r60vQ3p_-j_>1>Zh9Xpx0b42`
zWum?e<k-CVm&LDuue@--(|5dW)OMuaf`Xg6)-ekVPu%_=gv|E<Zpe!ty8u5#wHHC;
zn=n?Mkd`lhE1C~&|Mn_YcSJyUc?|aJ4ww!<@{aUfPS}l(_l}5i|I7qrRqa7jKu?I<
zAHvq1*!Y;aa0P)jA>L>BL5Fz_{ZJDyJKWK+9>+4(r1hY%&f^T`J|MTcLOdt8@9ZA^
zn9tWH1-DrrB@I4+q2x0*T-P_e4MxS;|KGX&&-%pw6X*7SQB(V0a$-#X)wgB-k3wz6
z|A}wQ@$aOM|G~HY4{P@Sz_;c2ztV00v(@eYUbp4=r`!I=*8fd?(SH$a|1~T#GO%&{
zzq&0mJIntV_`2$bQc+QFW%r%waEfU=rh+b~iWCF`7FGEjS_J~fvFk6;jG_V>4IRjs
zuh@XAAd?IlV?>m3qQL<syO3GH?1FtIx3DFt*XEjw$+hKtIc)BhSo!|kp(?j^_Hy&n
zw*9{1Y1QMk_7eS1wS8VQyV>D;QGz56ek_M&EO(xGtR9fyCCdw&oO+Y4#4b9E=z&b|
zeNd-)q4P2Slp1@55B}=`gKd?@65D>!2I&A@EWbi$tBX-{lZ-fFSy5G?cl*#McSp!F
z4V@u;K`=xBrJyfNO}a{}xs6oAZ^F_1gCB)`tS-K2#4en*CS9qG_2!j+r@)WN)FWM$
zw&d)G!UJ|D<i3458hU&*4bO59iP>r4VWccu^of7K7s9fXK;}dq4?_{_1=8_X<xqs;
zo^uYJ<@c(1Z~hSr3BSnqU{B!Gp&LT3!0{M<K0Cjt>7yOal%Xl3;~d83TM@)J5^m7$
zH^!HH4$dRwdO+ixlQ~Xi%(alNIqta_#I4<&VS3hLJ07ig*IW_@o@RkJgeQ|D=ux3s
zIVBP8dc<=9qdC<fKeQVk9PG8g-WWN;Aa8<?xq2~UBkDO1rU&{+5tB3bJ5)!o^;pRM
zoQ^a55}$vJj1CC~XT-uh*4SE1tT<jwe>E`-j{_f9Y_9>14Alb~Q8|XJh>JO8^s%q|
z%Hk>5qvK&+xUlQ#ht5(6IYMkV)*JYBiUJ50*ppel=3LTHf0(j6F`oc9Lm1Iy!HK7_
z|1<MEK{JAl0DKXA1M*Ht+X4HX-K{!F$Y*j6PDH*j3x+HNAC0K2Id8Nb`FaqZu;5bA
zOg_x1@*^kR2>*~>gB1}maT4)EK6&#pusOjd`)@JrD6ToRM<DxG60SH#xj{{LHofS)
zf!Vz{%zy@Fo2jiSxnty&@zB8?k<El(32wxFq8OtS0@7&dJH|`!97!RK|6J&Dpcqk7
zbF51Lj`UwX`k*~lp&c5q-Bv*f)<PQ!<n~X%&OoLO*kaF+w-LF3J)QtP5q{yDA*^?B
z(faV|zu*TmfDw1H>?Q|fy#VbyvTn?sU)_IW@<sr=-e7qH_`l4+49R>QsoyZ)e!a<y
znJ#2_AG00TRcGW(U7PvQev<I;ewx2tjd7jw9@S%ZDB@uiJiB3KRy=#~-4?^WcVlb;
zJFdjC718z=!8PN)e<D0SAwKeOft*~Nvb;lbe3GMp)Rqiz0>OtgLB4ZA$&WJIV?MsP
z?jDJCL+}GXJo9}c{6Oi4K6nL2h-{K1xQC}1$IlmsC&x=3vN46RB%0nMHzr*YZ5>iO
zMtDzRV3H>d8#6&Oqs>?zyPD!=*VQvw8KKv+UV^iYeP;^m5VFTq9l|-Hd%)Hm$bKUD
za`ol>Xgvn0I1As{ag7mqBisn5`LFs3)g`70@-hDrX)6FT|5aU%pd6OEi~AaTt41~`
zGREkfIUedF_!pWbel3C@j84XEA2Z;CSb18P#34IsZQR%2YJ64`@znuZUPPjU^d}Y3
zV<-%E9FvEFo7(A**t`Gt*MgFA;+G^}9XTW6HtvZd*Ckukh;?GjKZ~|1K_uWrBlJ(Q
z;vs$QJ-BjJpmn9+W_tk3Rb6QGIW|*epxzi&Z-?BRc8S`<wvKW@Cd^MkDN;>^PE~}7
z9p40g`X24QS5O(u*S4Pb#u9Y+j`C^UBlySCD+%jNX(bddi8o*SkoI9U^&_}LN*jen
zcVTT&c_qU7#k}R{D`3eS+%z9A2CYyl94zW9hPVAyty)aNVLluWL4x;@ieo@u0|n=X
zzE~HMiBfbKCa^@AIud$|PyeVtngEY^ho3(DvnXiPxdj@lh>vV64hs6*sQby8!@R1E
z{6Gb;)x(sjo>Hs5tFOS@MKq?OzF?NV5M=ZfGSEOx&jDfjxDPN>0WD$d!I&=Rh$RzQ
z_Z)3QMf(@H&j6@2?`UjIJEL%3^subW&tJp3%Gb0vEQ!~pq|BZ6M<-gK@}0Kyo!Zjl
zjy6NPfX-34nhKIz;NhA&_p^QzWh%FfVJCkUeYxO9RsLz*=L$5}s=86w1U+&;<jGVx
zyh>NxdjW&l{GK=;e8r<aPhatL@7~Ata~kiD##=)<a*i9oh&p{_7qhHQsbFm3iV>`<
zYs6Z_djkZ8gZ4c1%q2nl#TWlBOUv9VH~O|O2Nx#=k6rooQ^|FR=uFg(vUYRziWWfd
z`tj}UB<DgCCZEtJ$|5y#lsP8&w(QQp%ggZxC<Vpfw+!v$r5bAvH-nLA{qPQjR}g7G
zlZqBFyK3whNa}~Tb86c&l{p?spp7zhp#^>B314t>_2UFVMImWfZR+0%bIFb6M5{LS
zH^J;U0%%`rLB^-`JjGV+$a68!hOa(~+KAMld&>LgdL1co3sFlKfSQ}7Dqt&xfpw%F
zg_|q#YkNPoGWL91VuPno{n_m?IoX*7O;s0H$?kAT%}t@Bs}b&(auBDYEhw!K6$X1n
z^k{fi#plZgH}DnejxJ_$)e@O>>4$Xbw%Q);d3oft8;zMe%h7v=6G5R7$~CmSm_#>k
zH|r*y$dclYd$)ko7~Lc51jNTcfNsJ7QY`3Y6Hp#7jN}EjfVxnqmY*UD1~Am03p8CT
zdUSHY{%@v(361QK*Q*8&_`BtXc7G6eZkwDG^Q_m|1`e@tV^bQr_<-u@5zMh2oTw%Q
zKQ^=zLSHttuy21~KWGnNOyjE7O_;yMaLWQ5P^>_M=0MrYkyy*wjPaI%96f5nzCBvR
z$Wmezt&1?v&3Y}xlLPOIDzL$<3SMA3=mOJ<2z6mz7F(Vza;$TXEj?fgW>CSh{-fP<
z_k%xCy>n`5m9%0v)Ilhsk&kD3{W6owovaPy^dXxxEns!)t~u-K^!Wkc{lL=8zROiD
z%z5{4Gc$O{Ig08BIZO4;1|C*MF>W%#%0|M<PxtSkB^ld_QRrS}%d0E2cF%HE7PS^y
zicJJgQ^|~^2V|vjmX&pSJRO}C6?-#&<l-@&7g+;iw04zx3QfhGXRdZbgMM$;c3(<2
zjuh0|T7BK70dDX2=SQse4+~(Lu(I3W6c+b0cI`%I_oeTd$5TIHPQ2i<z*NA|jEM33
zPZ@dDGY-hjZe^b8w6~rOnJ+h+cRQ*le$^zS&d`y?U+pi&=Gfo|ar!h*G;8|joPyou
zQX*kIcIr<He{7e_zlntK4oNfeIT~-7?445!f&|C|W`KRbP=JvHkm-b(=5+E~1U8IV
zJz9*VF7-l(sn^s)JsayN)TQcJ^enm-JW4($DyaW8%)_eB=o!qTzDcnqx9IMXyh$yi
zCbF9>@rp!o1#|`k3Y7WJ{JNWCrhTlA92WGzQLVA31<Hh30%}Gx=bi)3cM>4F??)}N
z-WMtnP!+Hd$Pw5Q5X^59I0>Kw2`GbA#~gzhE<Y;shqMIZ?fNfU{=F)r>L7HfX~5{L
z!Zf^*{_m0~LNmr&OUCk5nsz)OXb{G+U+S66=;hk9FG$FbbHOP2N(5-5D6)c9_B9}u
zpq9jBBSW6;l$);CBmmF9l$Wm0B$H@B!{lI>f~lvZE@Uk%3Su54B;$$d6RCf@<tntH
zrOJw%7Cg=hNhHJuh>fAZ22l)Z=LjG@AcBJiCHJE3<zA)2Awec#AMJnJ{A)YJ#Dq^8
zVeo)R51NuZ{_Pa|2CV~BP=cOD@!%khZhJOFTjd~4YO5Kdz3w2*`P^RG9uD9fk&Ksi
zMQuk>FNzYDThrWC$&Qhe6QYaG*2uQnuqAe?*{A_sGu94}ZD<&y(uS#yM5T#`C8kEx
zzZkg|&OT{LtLJtM@SJ&#5uRnv)%zSxI2pjNIUP}kGmEk;KP3!|j1pX$HdQ<uNsA+@
za9plYcq<UD;e&+3vCP@?fcmThX+$qIyf0XBAIotscL4=GfN!Bfh~`~-_kxVHV3-IO
z9{`=}Y%BD?h4qEX&4XB32}22wi0pN#KdD;Ln$_3B=FtcD9N#v|ZPRYzwW|&~C7g{g
zpV?b!$jwz_J=yI%n4#T_H+lx_YJU9ck@?z7diDv>yX3C^>!w!W!q)b@FB!&zU1;-3
zlBtD>K|1f7pK87{@2Jxc%Xz2?{&FA5GPsTL>KNV=tL8h<#BeLs>BE;C&BwC>2cr#u
z4M61ar&_kB*BYVi*E;nZFPPAprQpVkn8;vw=RN!_exv~k|2NiSsWvuC_~=mb7VRoM
zMB@r3>k^&%!{c2IH|~R*XXpFm`Jgk$xUR6JPxH-dHemuY7x&1ruWP~!)A<$Z<J{bF
zoQhRLMmch;Dc{lG%+<ray(gX0G^&Fs$vBZqf4C2HYas$VIYH=zK6nNYGQ%ol7Bi<w
z>pX+PH5qKoDESx}Vc3m9&L!GqjyhdPgC&wvjwqUdu9*;Cf9^0hm>i#YR^%XgyX39H
zG>hHMv$Ye&s%!`2_&v{IPA5ppEXEx)v?whwRt6SUk_H;Gpoz+hVfX8{OY_OcvmvUK
zy|ZG&3CAG2`3{dAmKgh{qFUtn(T^{C)v&#|`H92cZk=)9p=GxMouJN`%h+Y1dZsQ!
zj&(8vp}Wu6Q}p&Mcw+YtRs@MkDkyg8zu#&&0KcKMDCoEYYL@b94mpHx>{r=%d4zT&
z(jJYf6=Bs^=q2GAmVesZ9~IGy0xDbk=Ivth9-vM5Crb;UCjoVcB~M_!b-Xp{i>K-;
zTB^&68r6$au_71C9GA{{OI%xtW;-x@I|F%w{1r#<K$xXmR1UrXt#T3$6`P7~oO6}b
zMK0c*RN<K1dpis20jSj|^@<U|9g9jWUpbDva#eP>UJ0*Oh(-Iq+n=f(QS5p8F;aM>
zcfYVEWRCsVDYH^dIZUf6GV1(u*Xd_<+49$qTnn-}ZZwA)^4HjK*#Z9K=Sh+2;~wXY
z?Nuq9ZAxD`csW(Oi)aq>U$)tctF?FAsR!AbO!mIm&}G&Ew=dR^ftqh2yV>k(e9G(6
z5vR`(-tsPUF;V$8C1rQ>Sf;WueO(O?_wCY9UUpuq$rdwK>-U6Fw)s)4)28FAw}gG(
zW_LWF6}<Oq-bc-cWRLSEdqrMdyAo7hA}n1_Q&$!qnPw~vUR7KDBlE6J_o~ih+dIzH
zcKLcp{)pyXtMh-r=1HK%V!za{*c>iunGkSoH5{33Wqa2lze{c;%4D4NhZcYlcg(^*
zv~z!?KEz#%=ahL;T()S%A~t!8JDFwoT{JS8wHT0DGz})Hs7pVOx(t?5vwQmi6T~w;
z2VhG444HOb{B7d@bhB5UMn=$9h{_O!2#}ybI?~Sz<xfs=;<|Xuzr;zJP2OjIW4ax^
zU2NBXZNquTJ8Il|oar7DD2>Jsc?S-h90^J;4*8V^Q?<}G(nfA0>&Ngt;5?rjpPrSn
zGP}U9Ol**xk^Wb@JCa=8XnK0tyt#8&#@6dvxdY&&KWpOT^dWs6&j<&2G8`i8nqH4;
z!)Yb?Z1kfyMIE;_ctzM}SdFrRGgzua=XZxRlWd;Ke3q^TB$74tk<wDLGY-@?t>t$M
z-)X4=*oS<G=xlGf<Q>%<RUH}Ltnc59?a_P2NjlO<C?z+ca%VNlFr;H*M%j$Y61Yux
zta$9Y&5cbCfDbr{jd<j|&C9(zEHv}!>8Vk)&>)XYo-*zmLEZ|yn~332b)b(X)9#NH
zc7+6ePXj-Luvjw+LW%2mnSEM5xs2i;9$??>$L0zA6xg8cJ2FUYH2(PuN{dVm*YVnS
z^_w`_L=KP@7Gzz-34g1*{}}!LYwDt58v<Qn@hTt<uy!ab=`hwyVKNv!9*yi@&j{VB
zy<&wbs(RR7Q)DbUb{}~>ZZx^UZBXfJraarrLBh14pYgUnYdla5&0ua}ex`}?<K}#H
ziyLUNmtVHhmj=B0-iNLWixPJEu2#NLGx?ja?p3^6UGo+TBcnFyW>u2%m@N>(SS~rl
zbYFuq66Io~a7=^KH|0bOQrG%xPR4h{6HWPerf3(ypda#a21DP&{AuU#SB{Vz<?IIE
zFoxOgex!J&x1_;#=Hz+OWWdDx#QeUM-&1(aff(Gb50l%HI0bN9@<XF`MLm*>pvXXK
z4~qe_8q%1vG4#yAe^KsL3!ENx_d^04{6J^nX}XrkPlg^oYI%3|*|S2;?X}>T#t$Pz
zci=MT+aW*l!oog*^ZbC|N2c-yE%w@P@rRIn-dk^P8Up2hwc~9N-~MS%PG)Nq5X1`b
z3$j?;l!R0clP`!0cP8EpU;m>Rv%1|dpTVcu3tBXr2dXrWP96qc6xiO|j(`7$cHnX_
zx^#f&#<$U3<|iQI@bQd$BZ-{zWTrrVYNY3tyAf1PEfq=r770AT4l!}Sj0#M@8u_kl
zPSY7L@(e?hYm_e;Oo)SGBk`i?Xg_anyGXns$7k*@#wlkIIF)T9kcDq?+2u5^D45Uu
z_m$WEqeUhDs0g1~sZ*K%i(IpULo~uw6{ehC&Aj#s6!QM##hm+U<d!8&(mUB?8aZ&*
zhdH*9R?6?oLnWES5^(I6cPwKg!eau2UsK9Kzq#5qJiK6C4cm3v1TSbBInC;a;F1pH
ziO|+^ncd4J<(|mzjJCa>*4}9Cx}PrrU9FpXO&*hpU{{B{-M@EQUPRj2yzSh1=|(<=
zK6*Q%PxeCe^}*qA0ti_IZdlE)_h>=L=nu>ig53oYaeP(hElJ=Ea*BaFu1Dl?2C<f+
zU{EmqrP$Q$iA`q>qXAa(yIkE^6+zL{Cr92IE0qEv0*&PgZ=Ynp&>Rh<oFs-~v&{fC
z-i$4gx+#6@AKrJ|s?KUn0;+O>z3ub7QrQ#-8J|R7R9|S~Y5i-WX+Z~?H5&*_friSD
z>&vEa9Ulzy5f|1y?lp$u$Vk7*qv@SHyS4<`m5*$l+d44a=;v`r4-V?41qkdVb3&w5
z)`j1|d<f_GV|iS-exp?t&ua{0(P*~x+h_OM;tEs>L{6t!;+0nZD-47!W-?<a*CpzA
zPnYEPp0K{;Tx{*FbRDvNn^Nwfzu{;yNPOrxIcMB>xW=!<zFF&;zTbxM^SZsZKU}?f
z03YChA<knwVwm|pMJ6=}xPoikd<HRylH}ABNQWv^U#UqgZszbB1BU)iH*vuU6YhU8
zlEQ1^lCAR+tdbSG?_`ELLF$zXC#fF|ri3CP4A6IDdXu^DFdj|fL05SWcK(0@z`TND
z@$athE*G%VW`V9_s<13~p(7j#B*Wx4Hc(DP=(tr5OhrmkhN3iS*A7@y=?978>pbE~
zWbO+pbfA=iL-|&Ke?&)gVjbQQaq{#2a4BiE+2X>1(hLcxg;iD~hjJP+x>!`n9D-GL
z3&twLxEc3qG#Nd70=H%2NVBoaQg;boNBa3(`1Dca@z~CU_wn?;th)Cwdw*w4+kDi(
zC(6dORIUC$l)YncWna6m9j9Y<oK8CSifua`+qP}nwrzH7+qP}<<p1ow&wh5DdQZLQ
z!<coCHRr6FRqMmVHGcPHec$PD`Zt<pIbAoi!}*e9XV|s%7d5`nTnh^RjN5$<fvJj?
zh)Sl`R`?w%OP?BM&_ZoQ&J_yOj*7IugIg~Fp9d1mw!4{4k1npBD1f_gU-VbNT~mHM
znI8s1h%s<lIM%dU11>HvWUPT8qdg6gbRNSoPBZZ^kOr6#9Vsp3IL`1=p@)4Ic`N*F
z35cH{M{??B=c}WmSc*pr>rjIJT{;E|$xSXLQQ<+Xh*JQ|UQ0CHkXOpJ%Jc8uxXj!&
zeYZnqN5_I(Z89;KVY^!tJ3QSE@vtTpRIb$pa&np}GZaV~v=V+0WPR4r3a66+7aPZ)
z`Ih|NF+u2Yi<pB?ZK?z$fwv_XKC+kom!PHev_!vEj|^NzD3bNW#1@Gc@E6JFw*~Dz
z;2uX~?$6}S5UnA}MQhwjP+hDP<i79rHw<dgg+*d%jO2yrG92SYW;qOV@Va9C_*9~r
zI!U?;zNsR5pb(Bp9ANtcRuCJ5{(rWQ<LYOz64&B>Wlysc+JDVgA$UFM?3IV7X_;@#
zN{C-(F*zSKz1%VHo!p``rEsQes0QD(Ow}|HdT_rlU03%8KXwkodT$SxUQQZkfkTA`
zAn6_X2mBcJ@hVk#5-^oaT(@%Rz4qIwpu!L7EH*wB<C+s!!%RXK@{K1-ig&0e*b~H^
z3TMy6*W=S0$!C{rS0Vjjk5q&ocC6w=BfvY%ONS)M+9`+Ze!~$)MFuiP59{}asB3sw
z{Oni&ddnZZK1}9~eFP1BcDIed2E*&J??D@?AmsaFz@Uh0PR!pyrTlt{rt7mcX6w_9
z1I&*5-B;B2{KXdjk%4<~S6^<<#dq5|yT_Z`$yud-2XV8}Entn#hvP<*&Wl__)T-~P
z%Vmg5ot(b|#)SYx#sC$8>_Oj9FqKT~kg>kBPP@zBlypv14a;swxi<zGg~E_X9Ll3y
zzq;$^i2?4-DXL~-mDExtN8z4hhe3|s6<+qAz<iPyf`L~?{)rpUk}eNdOz?o)LSB4_
zQkh0%hXf!ba=8Gywh|hwgbT3W3MmTd8)l@O>AT`g1+Q`KVgWK@jUiD?k~n)R{#?Re
zSQ%wE)w<_?u5iei8SZe>v!qpgBdZNeDgqC(UXnzRf7BpZJ#7e-m=HAh4r{Dy%GMe9
z_R^~cK04d3&DC4cl@b>J(y%$<zXKbg7j3Z{8BDx(?cTqr2I|A4D+hM%ODEu}%H3V(
z%%d|~dbp!8Oz5O*GZ%JlJ#8E|b6BTuX27g=GTySelj<<Au$QB@?m{CE#@Yr!6(KtZ
z>L!`io8qmQucG|j`haz%xMcgAA^eI-FG+r>Yta0AE8)y*kf<<xFyx)%jsn-8ke+cl
zTw7L7qg+Ld+r$G5SE0K|*_Yg^Z{ryi4f<L`(jWo}<525d;r?;4o?sG9Vn8?+DH?@3
zte6=ni6ii29#&ZS`<bfs6opz^daPJQp0QMVQY(^5t(g@}nW;|f(98qQuOtYG!vzhE
zT(f?p#snAS*fwjKj2(0Iy@-Rw<DgjP{$e$7#P_HRyS?kan!4xp$)CqHHHJ^Q(-myV
z^NlI%c09NXD+IC{`s>>0x#QY>NY@3M57{+FkXo&v;6|g+<_{-1vaBGi#DEN;qFF52
zwL9i*i13V(DZmWV62M)&j7X{ZlTEk?BT5gN!j}D~fqX0sBrl=%XqW0P85LM=&5K?`
zY$;SEzB_;8KFVdk{f?h;-|JCMp}S7%J%1NbgGy-e$12Ti7TuB?3E$s#P6(ikN|O|Z
zeM)|5ekXvHT*WjCm13!zs<8HNJDNo%sd@FhG2HdScM0EjGNaeptc|{c;H3E9x!TiO
zkuEe1F;M`ZSx3|YN~n$^B83#A6=rp3_3Q?2L-#R?`@aV(gKH@uGebFo$H5}Dd!s}F
zF8*wKFPZv@zG4~!{(nQ`)|31XwK57!MB}Q%bPZN5k-djE%5p*Wk^xVea>^uv$E)MY
zzb#N1_RIO^4GdU2DzqeR3y<ZvGOXc@FslK4Hp+y>zi713lnmPwR3dj9;3>ovl1j4L
z_;T#zCFh}uh6JHGxqsh5<YF25=>}XrTM5v<9|iv!eBXhyZgBles^GBM^m%YN#*=<m
zk5sU&io?D&kJCT*O0x?tGr@7o`>0tSwiE>DK>j3qzp?zQcO8z%de97X7{^zizz<j&
zZnVwRU~vxP7|T4Ov5Olg#{nksX(f?VC<#Fq$_xt+iO==LCsI8%_ers>AUAtDNzi=A
zO9Jn%OK(N^V<}-PhB-d(zW%0TzdNHg@aA^{E>T^+G!gZ4Pl+zVHBqUqaTElt3PU|o
zI0jzF1H^@<hTZxaBWTx!W<b~3PdGvDft+ShDUuqiImKbnY@fuY_Re-;nIf$`*1|`E
zGpf9Eh6+Knm_%8a&0n=%3e6>(g<A1}wEF;b3yaDIGt1@$=<w;>h3Nh7^+9mkuaDDI
ze^0`CEi2Ajkz4pq6lYv0o&|Jn+t+x2SD<`Px0ert?dTXsdQ-qwF)|z7EheR}AbdaO
zD1Aa8vA@Btd@6-e?jP$C=LJ$KoZ)2p#Hv)#lOZW?`UuQJLQ`1jo0rW+^Gdgl#}G80
zGEX&`)`n))aL-rNAbW)QCKHYZ$OakHXmeLB^@@+iq+0V@rE)Rn_icsUI4e5#Db~<>
zbO7g}mZ9!6LNklqX$|!W8rClcb?aEgKo>d8kxKF8rs4Ei(Q*$FEZ@V%ij-qc3|pOi
zP>#o<#?d?irO@L3aDrgLG**dxda^$tP4AvU@yirf1CT#aGYchYO>#s_{V`e#cFjbz
z@N-TV?(bpDY<`pA&E)asY{aBmsZe)GKQSNsf{s!3A%{XIFxaY*gnUh>-0T1RVm-GR
zJXb_cbLpx&?|E7KHEhoP;$VDYTy5#r=DU%9wz}MDIUJ)OJV<S+adUTZ)T?}Ly}$Tq
zs*WwJxW(>q-3xh$_i8YMoesOkp;k@-35Uf==K2g{zLcRF;pngk;p6ls^Am+yk>od&
zu>_o4{ybbwutFUyQp|8iU*G*5ey%K+Fu(zG`e%>3EHl1-D{r%OGvc)4M#%neqELrp
zpWt*5Ixc6vPQ*D|R1iQuMv57W2UU9p+b^r#`zfxc4VLNmkYV(3i$|qti<M)@!mnRr
z@`I#vQP}QttW<u;i?l2LH$YBc?!kunfl`RE<e&|uK_=4Mv1H%~3Pe826znq(yRoB!
z1KOw7*Le5Y_x4_0@wFRgwMMEi6-N~n4{@dI<Sw3R5q837>L(BI(&LY37|wa0Z~Z{H
z2f(k3OxTLK!ivDxCCT_ghn19;nIGm7t`_@iF1>i91Xy6F8CZ&Js49z3r5RT_tke>k
zT`y&sichVt$4M~5{0gRNnpXZ6l8KtH^f*V%{i&ls!G8)xH;N5SRPh5RUCUZem>Pf(
z#M&--h<Cv(8adueVF4H+VR69iF(RZ6Q|s^7{c!0~<K3oxX=do`R}bwt>vdgS#9q~X
z^o<;}xnCJ4@{8nWq*7iEXXloMNzMD?#F*kMxRb_@OP8Hjy9j62xIx}q0If@HdXwD>
zQ}x9@i*@*VI>`OL0OT1F@l!Q`6Qz^CI?}GZpc3s0R2TpqtfDp<yMcrOytPWr5)djs
zOFIYq1X)+zlOPR5!RJF^d?QqmSew`T(<37#2J#-47lnfGw<D(PU{5wV;4pcRZ9Pv*
z-1b=0aGAPyptL?YmsQF`6*g5+6JAJKbpKh9rZY=od*UG{yV@1otaQc*Jkz+^*ix7*
zQEFz^VcR(h&%r67k-4=kE^SZ+<wg-QsjH!o@@(=3CR^otq$;!$lgRrdMfJ%di^rV9
znc)7Sxt8*45#^Kp{U%}L`E%%3rt2$um&XTVMTKm4%MSh!&3(nLrA;+`l^vaWq`GE*
z?waxXkzSl&UxynaU!>0^I5?9C<{p`GV^HF&QG;9*U6_!{pjJlZEj;h911v+MVl}s4
z800&ai>u7J^2ca?Ae1<e=|9mMe~qQ-kzKJ5+oxS*7#vj?4pa3E404Rd2r&+%l(b&>
zTqrn?3rhKar2WeC!f@TyT3UPJylb<ET#FvE{JRjTUFSJ=!Eo7+jmzT+(^dn%R&y~z
zx)E;eeV~ljDc;qF3xOl5Y)A^+QCd*_uuc985fA%Jso~Nqk1yO(c%NnoT2$XZSHIYo
zj=8TDCZz-jbD~i`pc+gM75>N3yro0{az0{`_$UvIn1_eoz^G|~0;MsHz;}Nv6&H0(
zam0<K0U{EpD%Q-+!tXScExR$-BDPf$N}E3|yk5ES1#AMcM<c358-Qgr>-Q;l5NH8J
z`FQ9klxxXW+Ku~H&30(up7PTclAFQXIvXzTgRfLNi4?fE0OxDpsF+aywI&^1*V|&L
z@>J%hs^k_puQb&*`Fb_1X8Lu&yWe;Ny?P24EQ4snZ^|Yo%n0Gd!Z2t}hUD>X8cJGg
zVymV~K?sXu;wpi`M2cvjL-})?QkjjAw!_V%;G~0c3-P8lws^vYe$25Ld2`SM0Ykn+
zUrnctg$Ku<EE)rEONPA`$Q}-cI@)DrvBRYsrPfZkU-x%e#oRr)KWC$aqJxe1rWpMP
zX)?W8vQAuH*<#?J3i{AH5kE=ZuIX@2$uhn$8oAJXMCkD$INVffT{Bmt2UJfj9E3AG
z((C6|E)016-xBEkA9V%V0xFrY2MfY$QzodwF~+Z*3T8|j(ax;T_oIgmj?R5c&|@M|
z6|e*><xp$s9OVC^(CK8;s*o1%l{vN=WzZZTOv<rXfRrIf^8qrzb0z@as4izRJ3YQ!
zx=kPlRHobE>+tj8EO?!}F{eLk#oJ+XPKLq#N~_83!Q>7!E$`IT`Kt!;kcE^p5fk?A
zObC-z9y2qOjrh)jq@Ee28b5vbW1sGOWuFzX>XA|f=wMjfWGrXSIz@Aahh2-b|5YUX
zG1c>I^75^qz8V8>rlWWkYDjpwonvdrd2f{^y;dl@XCvILnroW}FE?3s!qo85ezm~~
zB_{R(RSS^a)JO)-FAPV{l2SF{+>ZkoWy1h93i-_ishs-=qAm_T>m5M>agQ?mTY{a5
zQm>9`SX(IMA0gm+V&5VSqSh7q1YIl}O%sR`n2S@r)1@t=D`UJrQxAU&7xdfq4hxgw
z%4Ukp;?7o3sT0f!&ejBUz_?TvdisLO!fD_va$U(Z9b4E)ej*mCS*f@eW~PBBE=(|c
zI*mPlG*X^sm1Q?LO&`wcTgu?7&(-SmY-Bdp|5fTwltLK)<yBDP(swz`fYB(KvHaMV
zXYIY>7IE`_J1<eZ<#xdoGdAE83gNq1m!l{iCMAg!92TLz6B!YxV_<Ov4kwxk9utzP
zLKG>D0>tA`o5$DhM-8kh6ii}JsFpH1P3%@!g-j6=s=&v+pfYnaMv}x(JLo2T*iBSB
z{%~{DPZhUebeo>Hrdu?iDX=KB^7?0~Jyr2S$G!6xPv_B8Zp(gdR8mKEuvWq5px$e2
z%IVIJ61fpRxh6sJ!W=<F`&bM<XZ)-^a3ukZZg^m{d+;H{`a%nqF$cd!13C!~KpDi#
zDZfv7*g7<ba!)!j%g`Y27n-x9W34y4{h>Q{`s;^?gA@zMm2j!n`;hn>a8o?#UIFw8
z+~LwV`m8fnr+|OuxTH~6gLa?Y$}7~lQqqnq->hg}P`qHR&~~L?Hv`pLuW1EN@r)>A
z?tspiYb6<U%<oxmY{Ul0?+!RN-}bJ2AE6z?S2$ImF%uesmD95vtA2{IY+(@xO91{P
z@sqB~iw>St)N&FwY-ApM>)Id)d+>B=uLEDgozOxtw!G~zI@O@BI9TO22|Ej`2uLPP
z3Rc^7M*L2n%gM}j3;Sh10$@kSMaTsBrUG^<52w^0^F=E&R(2Gq-_SpNB*Bgk-XOHo
z8Cqv`&8pwQud=JCoz(&7h(M`Ru-NxC37lf<#Qv-`FN;`MLid(2NA>;qNnDj8outS_
z4o+Z2SFg&bBo_l`oM1x5Us_sL4oj}77)O*XwKqS(54Bg+ONPVRdg<ht`8Ob4($?1M
z?^ZNp9A(yTuY4TZu_9>{x`$mi+J&lS-uClL2NV{mBZAqCeT4Ptm5Wp9XH}w+5}-K6
z?t3dyX!&_(J4P&AX}fzvH8Q*gOAAuOsu`(?<=vS4`rOVW#+eOp+Llwf8lj7e2XG{C
zlBMLqSvXAGIiqSv1k>!M*7`A)-}Y8xQKkCkmpby!(p{F96};Og=mMtuzC|qpPFy&v
zLhzO<@59ytc!Nsr%r-MoNt9wvbWBaF6A>HhRktF=Oa6trA)5Ix827b>n-;}5AvBJV
z6=<(&Z*mTdv<b&#uT=p1@Wg|Pik7T;n<j6y!_#Htk;p!^b~^Vn%K_&ona!DMi|0Hh
zi_@yGTiwL9R{jZtIoxn-*K37i;?`ArV2*j-t;S*BQ`9jv^j{>aqnJG^G^P`cAy(qR
zw9^X&(6AY@IyRp2x<F3Dc`dNmjIH!w9h7}eAawCS!@SjjFb++y95t2aufiZY{mWH+
z_r&{f(5z2)Sw~&(=hHnrm#tm7R!1Lj4;&@@{gc<|J6(Z1P~O0--S3xcJYNGRf45|r
z6q~b3{W|3xo`1Wb{W@2$aNBO@5K4H6n9zjhCbgzqGLPkBW`Lz*GiO4@c!a!6uOW}A
z995gI5vhDvwGnHi&nwSrVP^~dI#(}gzDX+$uOEV9ryHoU2SG*N-Ua#-pb__m=NbMC
zmL#DA%rN-nUshBI;lH2<)^EbZn<^WX2wYz!eWlpd+rQpjH*n#vEM4l^e#rBLS|!Tj
zFrHptsqb~*x#M<u5S5Ce{Q05tT)h(=o;dw9o`2Q(IO%S@^$K@w$$D)GbRBuQ+*Jmv
zk{(h_1X9)nQnuJ%7?QG}z6V5(<wEHr*c}AVrEek(oL}K*Hpk<C3f4;X#*g2_(~INW
zzS1j(HmMM_j;t}x=`-L$cbPVYs2?>~xWMLU`;Z}VRx-r?F`=|+L>iH)(sQGS^958=
zOAb*oK{w`wlC^oDty%NcTe>~Zl!`47?MPE{-t62{@o2+^BqH7aQS&LmY4Lh*xfQ9K
z#c_AHr1kRb&m!v}6i=X7_e(LtQ7&9C4pnPRr}EzT25d8=p;<6?zR(gRaVb2OfGNya
zNDg1G7M-WKAO!=Ye667Bx+Fm}5dd7u9@$Grp>b%=F|LqK4I}8x3iRipRI8KSrEPN9
z4kCY3)P=CT^2i~>L(>hSLfu&kR8Y4tr|L7KZXGHf0s%XYNj1t?9?uMiXE(HA=I=ZW
zLI=VgHu6gbl8(oRO$NOtWj(poN?IM~$<ZzL;#SNT?Z@CN+so{Ii{h1N?{ae06Ujy%
z-Z|whH7WLpl4r0z=}Pg|*?QtVhU=<pLWWIep*O?HgcsfkkIZY^Wa*7-M~6#0y<~Ci
zsRLH#($M`9>=LTEk(t#}#cX@7tG2xu;e=nm_ypPnx0Gm~vRRGro*wQ~(@JdzI!__2
zV`4gZm<HWIg{j)mXv?43R1HcP3@EK!V8Q4@z+lM~)(6Ew9zL`}{py~1WTwl3ngi{l
z)dOXJzKwScszWiHh10Rz+=DW@Z~2?KPMbc5Icxl7rLTr+(7^js!#wuWf?Ty#dFdAX
zONYSa9H6?a4DYz*ZslO~&b_>i1e>E$MsWi3c=Ne;_gy*bM^~uGAPY?@M`!ny<YcDJ
zQo@7`dbP@_hnL(Zwb){Wde~(~(;G2`edqAfv!xZn@s9Msxuanls&Z-h%mM^r#~QI8
z;autSecim_{PpqFb3#Yv43?x@z0y3Cu<Bsuv5XN#SWB4pbh_gq5VC<T2W@a6Qgsa6
zI>k@vvWz&Lg-w}8SDjR7TJPaxfOd%PIN9X+TT}F9y`k(BIHVlTeWaNgjiZia-~8Xn
zZlLS!C^ZrIG{&JW7u%)DOt&$_B>~9&*zjLO+f7j6eNXGSr)ekRMf&B%UYzOBXm*Wp
zhr4e#eJ@TQG+fCg7^)Sus+FjPzM+gwpnvLD&w<Su<R%JAX2e&0V8>3&QX>d<VeYv^
z9PA|<pO?-HRGCo*6ZA+1-IR=|mJ|ccDDpd<NhZNj3oa*p^nqk=1*Jt?FFgHQJrZ5R
zp+(M@z1J+^WSnE)_=E8*G32#w(MCW`!eZgh-w`naA?(Em9jd}V5o&q2c8^gtIqFpr
zM^nUgA?syy>K(va$y+Hj|6Uec=1Ct%jw{@<7Tgd-sQ)k~4ww^_3m;Y$iq%sB2@7Z|
znem}f6?=+Y3LAH-RVNajAw<3r(kS!Nvgy(jaVgXz`ZX(>!fY3Vc<lxCn=}WcS8(K7
z&P1iGGl6yNMpSD0FUtKy0KUB<A}unU*e_=s?AS$O?J$rPR!0=}$rV!XLpi#nc&`J3
zC!rPzU2365AhX}1#k_T<m}a*-IN=*~4k^Ttdu7)%9{{&Zw6F5EzM<v$>7apdqYC_V
z#ZIJv<s%<!l6D0sPM=@fkGC9wZ~g8MZ*ZC<vT;K35>9?F`XhCyDyvka)W%du;k1*_
zNUtexDc;)8yzjhUxqJ<Eb&Q&)1{}muHG=e``pa~)ZcZKdzuvNl9!A=?FCw22Bp|o~
zv<$h!CAIpIXZgPrf#!oOXwT!p%88)d#L6vaPWZS^$elKZZk3V_3f)yzM5w|Y)Tmt$
zIWvF8_v9=QM&g@0B7?V9Y~rUPro%C4mF2g=B!&&D<KrfXCI#p|NGTRjVWRtdNg6N}
z8q`Cxion7sM!U$&UWm6xnSJnPP=di0XR|{j4Ya(16lLJN8c)j4RJ^RVy`R;fF(#4&
zBsy*GI6l%rd9iDdlbC!zp-WKqeNJQn%Ton(D(Ic<#e}5w`cL1@iLTCJy&H|o0YBy%
zuX=|JOiiAqWa0z2yag}WU;8jqSa65msA;X~AIaq-zWWl6Y3O9>RqdPxvR@ErcIf8b
zB&d?sw3A^H5t{GNjoq{tESNH}L$F#gj&^h9Eu2Qw$pXv;btwG#<YEmxkfOoHNA_Yz
zfiB1+LJMLK(1=u#;xO`-{vKnb;6f-tbu()%o;k9s0F!PjQU7oYTYBc2I*YkSmnx2W
zfjJR;?K0>IVC+rcB>y^~>NQ{ZTW}T=s>c$h+7lYY^Y8|ARNQ^pnZDxAAQ3B3c?g1@
zrwJB{eg{{5^fw&QwPS;~T93-mC9^ZcR4oW}d-T9Z3PUZ2-Lcygx0C5z_NoZgSe##(
z_Wc(PryJ{;{47H7mlk8Q&GeJ5=CLMcE<KJ<RBNAnD(7}RDA?g6m9nonC(9=NfZ~Xv
z+G(?!1k93|>C)wnlc}?MmC2V8W25<B44&!F#p~MGa*#EfS;v_H0$TKfKVK*x)%Ova
zJn~zm#^ZTpCx#uuX!lqhvU3EX_-}bY9?YqgB=MLyNcnl_OeCsBr|28zkPy`(usYb0
z8zxEMve9XDfeg$Yro?fEu9f2!$!&&u30!3!$rMf<U|3>%GmK^_%oBWYp`Bv6LML^d
z;@+}T_#JtGz)y#>DFL}*rTEBK<_}dazzjQ4^kc!$3HT5@>V|AMd474>5B?)?vvl5r
zVD5N;#s)-gy;1Y2)m&)UB=l&6^k^Lr#tmaz>led$YZX0ESXDgaOTDmKV8-<f=ujN8
z#wQ9#uZT$E_yitem8ZD$g|SP@1^Vh-`)Ae9{l}}V*9ES>WoTH70`%kYz#X|%2_a<C
z_<Q}-2I0d`DDnl+wc=L4sdv}*EpG&FbDu?S1D~C5oo9FjBa6UMruo3mm<VK~Z8d9<
z?~55VArQ?38QYi1LDjK*c`Oom6e)sTxP;a*JxG5VFR0Q)vi0-NE9xFok`OQfEx$n1
zxsq8V0LpQ|@S)NU{6f8c3U;YJqaLfrzg|o|L=Pt&?CWjHXy@tbnnX<<5}w!(1>)gb
z2fj_DX-BnP>I;5$atPQfiM=64c?56iwvJHs=Lin)Uc*DgLg8RdHEjrW{b<AY4yrqT
zO82kBG>I|(HFUM^4meQ5yh9p1T|(H4I!Cj)XV}_jZs7f$lkg&3Bo*d$guMZ)b8Kw4
zah>qSsLb;e>baAShc3r+GjMu{^fB!G-KYx^8YbSj?i{_#&0_5^VK?IAUK=ysinI2&
zlXTxx*%8MxK!?e2mN$z2BXz4TaA}ff)5C6}J^AXu9b74ez=Pa_oMg-9GAc{1{(iQL
zo$0Jm>q4OQck3_DI&Om$!)4=TV@YOdCat*Q5xzOWxvTMbD)=$sG4w^aCW^L&&%pdg
z@8Oou)tA|?tS|S^s~4Upg)e#XR|%xW<FAlCR{T%xkKV-x!q-03AEv;hScWKdK6^!<
zKFS^y{C46Lr%T>IA3S8N$ACOITqk|dK%oKsp~&n%^hi=!a_o+)_n3wZW0Vxu=}a8g
zfGkn(&+?<MHvKP6$Z)uOXwvJW-H+HG8Xfo0rf8ZUiBV)I$GL?enDB&gu~0(ZH)9ao
z)q85;H^+yBn1wkCKi+ab?>W*iit|Ly(f6nSFv5P6=Og~i)ni196xf>qQ}83<-!xzZ
z*XdPYgp(3s_=A}iIw}iZ_8m`9HDP{LuJ}+Ms#RGQaP{HnLHhYM!SR*5Dda$BCog=y
zBzf&lwg<t_f_%q1+7|oW4*(d;H8E$B`G@`QbrGo32w--Q1aO5P1}{ihciKqmKSOI2
zk7*u>70Tp(t_~wRARGw;i(h{)O(P_uY>VCQ47J(v`RW4m!~k~SV1SSGv%!!Ocx%{V
z;|;&TmG!$7{&CjKF(a3Tkbn&n3@T&tg4jF-dEyqbrb7kBj~jzM{M2>7B^oW#`6c4l
zLN0HZp%8rr^^22kDdmgWP6T~`Fl#f}^f_%W`lwG`z!?UKE~Ml$q%!mibT%dI?*EL#
zG5lK+>>s_?zjO}&B-QLpZ5*ua{xy}>wKN3qsj3NzNK;CgTA5l~{jsyAmNPVVw9x&J
zBmOfK_m4e|i3OjImWdvpg^uyRVsYQ<v;Wdi{G&npw^-ai)BldeF|quAX(;~L^FK5c
zO#jlb{g*I}4<G~(28aP90Dl1T00n@8wh2HPpbF3h=mGQr`qmcKR^MAo%YVdb2G$n;
zT(u#<(9+-^mzoj4Nc&$y+w{BoXIOj>2Y`{Oli|04%>-cLYGYz(1^A|m0CRu^;6H?H
z)>ei98-R_jouQS5p^?LXRCcDuCg0_MxY}$1wvN^g-}OJg{j0P$wKBFa1lawfaWk|u
z{g2DCx6#!%{NF-17l13k&Ct&Je|X*4zO#CA|L-wBw(pqVKd1g*Vt(?DdJg~m=l|2|
z#!Sz|`0rjf7bpe!rNu8PeY<Lb`~zn0j@p)n>c$1NaL1DQTxms21rl&sOoJ@sI7I#w
zWV?7;0TO-;0UyK|F`F#JpOlUiO67j5YT2EuPZo_=ja)mLomZYmc~@PXjh|=glxHMQ
z`x%~(+;4xMJ}>(Ci`s)~RH&jY#qx-1$#^L~$;fE<vaqNPg}=_xYS!<T<yud*A%_TA
z3mKLR8H#YyMb>X^SUPt;O-Nk0VS2XR_DT1_Z)Nro3~*kon=M9#ZCmBi5@J$zUP6<T
zmk17DM)vJfkM@^tA8L0$Y_odARfRRu#^*#(36qM#3uiEGYs0ygii_MJ=)w)N_-yM~
zO-UG<?QO61rhr)a5_VclPl_ebJWnq=o(m_l#OSA*3nKbiON|?f8EJk)K_?ClxEYD&
z>+j9x6_RJ^9cF($U|qd<UtOgV-3HWgI)}xj{N09SCA*728}NcH3?X$6MH&;roGoBo
z*;N+#iJXdomx_d!iiL-XmkNe=9g2UNcqX*FaS{h8NH@f^%a#;s&|dU1l(f+B;N{no
zv#}EuH&Z*l<?(#HEPIl|qf)t_(W@q2xZ6Y?{~1Rm<5DopF$_-x^a2Yd=oj-MN_)$V
z?Dvl_4kq>w5$uW&6~7Z9cC3v7$}M;u=87K`UlRd$2%rx3Mj(msbC}tHqYgP0P6!GS
zo*qF=kk){L9?lha=Ql$v3nD^6isCqhZerc2%0UHmf4c2H^FD?-utdMx`)cRXWi86e
zmgEZS0Mh~ZQ2$HV8}pK{S5Q`;U#-4;vJ`b1v$@)3!_A2p!>;kVhv&{2^X3`n%lMK}
zRm#gA)k1}~(Z}mxFN?IB<iquC$W6&jv#-6)?@lzp;MC6FEvf_S{piVGA9FoyzfTH{
z*QX|Hw(m9=&S%Ll^KN`X31~`k0JkTN-Q&PAEe)hx!;s@+0Z^IS!jhj5=BCe+j@btc
zT_%T-kV;9dyz8<o+C6ptPu*PGeZRE1*8*R$?x@Lmo_*oe`KFm`XcQTOqf%{%XeQ=f
z%n!r((qJ@=XBF6J)}rQrm2yP+5>@H9c@|SIqLt^qlS@XR`Ot7*OkKE4zm(iTR%DFT
zC$n!1C;x<w)*kBKq<gPg<6aAez<Nm3M$sXCwRn12AP5yFN824LT)EW{qH#iqR5(|>
zn9;#JZUNDc#p4^w;dc8#tNa5pn_=Q33z@v@><jJabpQ7kvW9i&vgB;}^n@A(FKI$f
zyM<zM`nevi2Q)=io$o+L{FP8wOVnf03c~SHw|bY4sdJAVt@#b$UQ#Y|+}ptpi7U~I
z(qfDGDkj?pay#SAEM@;g_SEicVW12={fZ0B;`+Bc4kr4oX=n<ExZ)qowt+S0Zx3r|
zEAA)$tCo_o?E?$ixRAWwecWUjcf-N^uGUtTrHZFop)lXH{mf6S4N~@8jQiH<=*WZ<
zcaU*`%%4i>@-C-<4fN=(Q@kdn$P_v)q)JQBH);PZ8bxx>tO(!ts~h8I&zeE5aGs#c
z3FyhFMLqg^%CfrU<dh!*o{a1~nY6g54Y}r$YJIpM?@*1VYtX9_w6tyDlHL&9MAyb$
z&z!j{WmKNNa?dyPogEi7`SLdAF2SS|P@B)DavGZT8T$v4RvtYQ><T&8$KJ4ZA~(jD
zW@=;B0$sGGl-7usDyUuF9qqLhVk#;<J=v!AcQB41k)0Lv*$SBZK>^SaUgZ&4QuW6?
zC@>->@F{@zj~~HWK~}S;i@d}$!8$S3vIZvd;AcD?5L%FPRhqA@cP3E<sr$Gzj-hRQ
z);uMbNNt?m=?Hv+99bt#zCYjJQz{B9z)51mOQ*owP{zvYMGK{t9O8g{y#?@69k4A8
zIDR16{yjV^CH9N<@mrJC^5S&~cCVL8R~1;@SG1FGXw#LR@%cPc(jy27e+rqAt!y!Y
zqPu~A#T0Ti4Rk45&J0z9U-qVV(&bz&pNH!Fc(~(;PZ_X$ro9ICKH6jM=6^B}F6$+i
zjDnX9;?EW{FmqhPKjm#g(KMgOu10d<xE27gvU6nkwVG*K!G$7VJ0``Mfi9ZVu3QL)
zkEb?}Qn)y$#VEt;*VN;&e(F2;!TfUbZA+-;Dean-kbJhkdDFYEnyk<sBx}o<t<>Y4
zKjrU;NVtInd431|FfTL<k96=wq+0@X{n;aSNe<@$#cJrtYsby%#f2oUA~dIuR6WEn
zS*6Fovc}Vaiv;SyWo`x+ei5oX1(Y62+Pf`$BA@T!0&7=vq<M%*W{sF63n9;l?LOlo
zp;wa!B6E@U)D0w%j$5+EGT}ErUGHm)^tvtK;uB)&t3@GwSmJsXyX%2q1#+sDVS#i#
z)n`T2_V5C<_x4Th=%EWhOzkc_krh6CmC`A2(kNgF_NlG3TB;F@`?wi36;!)1bE9pQ
zpZYbL=D*+h0^7wG4g$vENuNcY##DY__ff7l7QgJ;No%kfvJ3c#m{`SD{Lu*5QIge_
zlXZiV#Oz>~PTtI06PtE5v6IuV^1~-6I{*+N=C}+j6_QfI|ELe2g_(odNxLUdl_jYk
zEZl4871$J-)+LLCz3AFpG^nyh-(Ayun1GvjSSFb-+1vgZ8KhJ{7qAn)CP|Z@5Ay5i
zF<A`cH42WV`~1YR0G0>w(s?G>Xb&`hT8JfN29mwr3Y_kSrqyrORp2R?v#U(<sZ2?U
z?i$3sN3uzM_i<+~y>R_^rEF%K$YuI&VzZnB!y(H^WJdnMp*=}OVpLMz5m|i`+ci;S
zW=_k{38o766Q>I84<n}yt2Tq$3?^O9>k)|_w3_J-WJ$y5HwHh?g7tE&d>S5w7Oi&4
zPE5)};jh}Sr)O_HWGlwV!7l8t-#BrbiBX2@6I@obT4jD~1EMqXYT-@4?`gU6qq7zz
zWQJB-K72f%UAOM~u5h$$LWF72pTJU_VaG2p%-O9=xk2NX<Q9l&y&@LA5ItOyFFy0K
zwYT?=p>OXg_?qe-S)rQpjbY$Pn_#f_O_Lb;Vpds{D!S`#Zx>nwgXCxa=rb)SLr>tM
z1y2MiDlep6_%Up}vBZfhRISH!3it*Zh{^Rqea!)HIb^UeJBgYMGas(p)_|DD7b(^3
zT)k5n>NORBNkp1*t(}>iTjQsfNi#92?(~cY`#Oz7v12HELRLuDzG1Xdu9wuDW375d
z8TqPaf89R}vuxczXtXSAI1Yi?w<txhhe;nxzz9Ow6Y@7%z^@P|k=^dI!&(U9DW_i2
zUp9u#&}9l;2}%B#F2uSxl5|+bz(7s;<oCgE=*%msVfz?adqQ8=47%ahA<o!1m4(_Y
zdeH$-0biUO>sfo&e=k*sHQ#lrA4TSA0P>(MK65ay?)cef{qU<6GYIqRO?)QbEnX`%
zPg1FXLJ*i|Qnr<XN+j~Sx<l^1eNoskfG6*00!gS~C<KM>-E`cFsWGybNGBKtjtN~I
zs}0*d9f7^Iv#@xwRHnFuj0=L&FsW>6q7&#8wL)DV{|I1FGyDOJ2b+K6x@P}$s$-xr
zlX%vIgyLVa|IXW^3yj}A@9p>0(?HDQR(2QGz_xGP>0vHVyh8kZ8H6xVSgV<?6xTL7
z>*nB8F)gQ|C~@61eL8+aTv<V1gL)29zif3vsQ@oa(nvuw#}k%CvbhURakP)esE|o3
z5KoXRrl9C0FFI7TcYhXaQbpIssGY5zB4cPoY$Ql#Pzp_@UOBUmSm%^lUbH%Gg1VSt
z5330|ChYU%d!+`s7DRQ(_hW>oyc2>aTkl~*zYW}HB6>BsA`BS}zz#gTMU&OFI2RAN
z#3v8W9mcO=$B|kjkmyWoI3QZn10!B<#$}_+-CvyEuQZ36vfcvyrLD!|bdwUJT+~YS
z!NOk>>s^mLKg`z%QljRD`peTB+*RMDy3NQZTdpUxdLC;M`7(R@`Mt6wS8}Galm+$s
zO)%37d%%4HGcSx2m@E3Q$4zWDtIM)kdBe!!k~G+zt&@zVbJ=0-u%!Q5>va$CBCg6W
z?bmJHCq#?e{^a=;+S$hzN=<adWuiW;OM8cZwvF-Q%l9Jdg@cFuHw~%q^*|bojusSD
zk+L64*(qgBkhuSfbcEH1Q(;X2b`yi=mY1FP_bPWIzr%G8ym3z2Sz0Gm(Q4qQ=cBf#
zfTS2#_Dney91J;Rs%CBX^I==y=t*)*N0|%AS-!<^x<|I-o{<Pof9`>YnbVIHkP<5)
z<@Cm%TgcnAyno7Prt|7`?i&Qw<AN9En}jQR)RZq!9a`!VoMz>8$Qx72#)a(zS9GXr
zO)J<U^U@0HR6PCY=^T$bGi)kx=0;(JN&|2X9(s=_c)*0&b??0p1ig*3eIzBn@7yft
zG=|7$;$dkO;nXw^p|bieqCUjOe^nRb24`36TBa;`v>`lp)Aj`|+G+?%O5EbN833K-
zd8-!4X_8V9$=f}{+*r9cilLn&CnN&gBQQDT5WL637n9zE&N<1k2n!*dgku_I*Cu!{
zuevY#H9Nki=I^E`pCuz5TNh(P+Kj}<y$(AAw3lh8f+I;pAz4#fFoiAZQI}j<Lc22g
zcBtfWDeG~5VHOfq)b&jH%8@%f6LIAF@~F^MEXwi3q<*78p1|rrhkm6~TJPtUTf)15
zyf_qb9bkFpRr6CUGb#gHO##`C?Vb2~pc6&BVY?UsA)I$x`OK9~qf&jR;<5SnT>qYO
z<)K00q?jICbYYRVXdL2nQs(O&FOk)7Xtfb1#SX^MWwc+NCZ5|n_7_gc^<u+ho7=Qm
zsMnITVjax=1py-Z_<9i+Req)9-8q5d5G35RgvaN`#J!mudnm|a*BFtC7sD(0fuXx;
zRT@_^lA?d`#QzEasA6q+^Ww2}=F_VXV<H_|U$Nf6mJrULNKU5yXp5t>j?AB!HLqa}
zSbzB#zg-U$>pxS!lOr~_Jzqp6HNm$CWYEMH7YYmt?*8qb52fiud0;S$tg(N_j8wRs
zK*-n8(VSH{{>z|X5w3K^L++$(Rs9xiwOA+{^N73l5!)6aqq+Em{;0QLJG1BslGe5O
zCXjZg_moI<>ooq-|Ii;4(s8yK=|Y!5h-w<?ZZS5IYES*DW?2p~*W@Hedo|(t{$Z^%
znip>lA6t%ab<!!6an@<`6l-6v4NAmGEg1ykZa8q4nEy2ey(B?7JAgSIW~7SUpvV2e
z{Y4pBYeU(`)E)-nAj|JbK&*UlNI9oSj+&%ikgpIho?AkvN->V6TmLbdd3mI=r*j~C
z?1MK$c5wNwi8|;Gk~;LnRUzPnco%cwb-sA_fd24T8ZmXf0!KWVCI!D`_x<*eQ?7>^
ze&+4exf?{wbNsxlYADUp>CV}&nq+=`LBSUtg*8~?n1E1`Nw|4oE9dW7V;y@P`w&6n
zWsghg0L@<!nNkoOSr<+$@Vg%9_j@9u-BIF3C{Ho2yB<cNp&16a$Hm1@e<?-61r^Hg
zJ_oGNo=|Rb+I-}4^|Nz&2e<1uhF)p#_Qg51FMKQR_tUn0ZvLCWDWU=&4)aPRfd;gf
z3$&v8`3FU#^#0v?GY8AVcj|y@b|i=wCG}E!4^V$e=IL=G5_y}tHx@>*MrsZPNFl97
z?C>U90$t;KWSH&euT!4B!R|}h_s?g(X4YX*MJ;2s>FmC#Y9t8-*HnJfDl!S8p-GB7
z_QxM`2B$bsq1n=7ag+>qHE%VPaAVO0_=^DkZYih2POMCXd}lutIjB*WM4!quXv>RZ
zYYrj|r%P>_*|Qvi*O5>BmCzvGH5wFrR7<K_G-Vi$x7YIyzp+ZB^ps1-_||K~r&IWn
zQ5^4$@AYx)H6tHeI^14Q+Q8LnQ*=^=?A9WaMTqQFX(ag8ebLsCXP`Y{IyJ~BwtdGk
zpr%)v_iBgP-yi)lRq%bX*M05osEfF$QS<v0s25H>vo<|^HyK6WbRe5Sbq2s|-a(eZ
z(jS0dJCNLtT;14kyn$M2e7g@Rako^*3DF{ov4D(&yNCXg)kC^`atS^YJc)4+`(v|J
zpN`|alWz<~76R<3COj7jLAu$Gx*Rm`gMO|(IWrr@fg6<x<}0F`+)6-yx4nj*ZE9a7
zOeF>LH(bg*iqh>f)(}Vzf$WSvW|@0B+#l#E`L;h8D*^>(_>R3IOX`AFz3F?23k%!H
z)mPNl7Z$cjEM|yHSES9Z%&yOon@fqsipe9Z)5FJbN+h>+g*$rgn@(+6)$?&Zv*3wN
z(<OR3d*+NWir7m#|5>V}SxPuk)FV-?qZ6_rwPkv3qIeEp=wF3#w+;#DV8c<1_A-gY
zRP;(MO4Wy|2ghKb8`*(r(S}yK=j8YPtJ(6%vOBWKaJClUMg5L1!oP%XoA)vQGruOd
zbF_NVURcgt?-7Y3o}fv7I;nmecH2z@?3_#arYAXQm_9B}J?HlXwdMxqG-5k>{N>@8
z!OE;f{o)^fCwUrIP9)N#bJ-u2rWrefvHAJ^qN3g)s87{5nPEzSLo76$(2{rvM|)D{
zbCh>xN6MazONy4CW$=gx6ZWq6(=N?^;6(`a-ahtqg=G$jvgQ=O+Z--ZL;JmCArdqa
zCtEa}AC}>E#Z|N!6V4er)q7fP!{H!wvtGB~cx!Mf2)kQ<*Sx<t^BXb*XMOo1bVO|O
zC*<5On#XibYF}q7;@^^BH}f*!S!_Tg&BA2C)YG$0bpU25j~&4}Xi~HuH=%X&GeFVW
zpP@ZKnh>v5j!Sa_z_q$YKcTL3FW6=+Q1smq4n{@scLn2{!dd&^SfVzGt-zj$dpo!x
zcaBsAauCaYM0lu;Ou+2;P+dyY)X+$S2n~FF(dC{xZC&U+a6+s^ukdnk$IAd<b6Mu@
zPGlx$Hn#<8Y!EGiPAqR|YJ#+Q(Ma#I8)osQucou;-FD&(30V73VyJa?P~wzV53Q`(
zV5p<Kx}Cb%+Tb4OPsUlGoI$Y&5QcB%`%rDmQtT_5<?zHMuV*6N4x@hKej5TG;c6x$
zw2h)=d_3QMzglr1AQ1#?r}3{gDWMm0g=20J8Ku!Sz3Ifvf@RHp7OX&_iy+~u$k2ik
z14u~wb+@4?Xhg|}DSGW>g*vSYZS*jeE6Qy4V^wK4&YI95dL68}tW2w{`qRv@siMJ?
zN$pxF8Rz8=n@ZXuTX<-Bh}K(JriY9r?vF-7<>p1oAG{MwoG=~^%fTcKH75lkA;Gni
zaYG(SjuXcdlG#q%Px%YxB7Y$_3JCuw-wdZiWDO(T&b+j4dr4znz8Qld0ui&rJ%6V5
z&SAE9WdI++M;{Nw?b=eBL}Q;0P2&9ftJ<{pyeX*6h)><Psm`~-M6xgjF>PECB0RTs
zSxIN2JaLgIVc-m<eoxMyuuh;6Gli!9Pnx)BpDd>W0euOZOE26j*pjxy3j<34J!$Jg
ziQzmCJjh8t*=1V0TuG%)6>3Bcn$CwF`Y?A@<~+L&Y}aL#yP|j}!FpF-g0KJ9WZ^9%
zTVRS*tXv|=a&`1rs03W-AK^d95pid8`ace|P_M+$m3t?ww{jqx*Bsn<jP4Yc2QVG~
zAYwd&%59ILaW%M|;y*b})Vc-NlrGA;^G>g&6PJ>bV$E2pS>|}v2{uZW8Or;B3BAqS
z$N%c04eOaow_x%T<GM_lmq8fVrD1x8gdT!+3Pi0$t6=Z%FvV^73#EQ~-URB$P!$kC
zQYUUm{WpzDIDDbo=Ij(Cy^Q(A$D1u^OIGA3_{gKM&ht-4Cy5Mub=PKYB}~9(qxP>-
zBz-m2TtR8F$Gqy253x(M3j-;T(8^<{_^8q`Qa&IqpVzZ{SZ`2USOu-LZ-tdivOE%z
zX2h%fD<TB31L}8Qv*u<NGwH=f=yY?O$3DNF&i#4eI^I%w)I)tYp<F@n>sC^CnB&9%
z!aQHGJ&~KUuI>T%W|wF|4Pcp<SC&7xL2C4CMYN|TU-^?_L3TkVfpYlfLQ6gGwwaj5
z`AYIa4EFDHEyNqdJZdruYe&o~=H@yuv%jaz0{+w|sg7T#l<C08DauvW8m-Ogz#tcf
zD+mhfJzq$QXh{5d$?8=xloU6KpywwXXh?OlWd}ZgnXW*)%uLIFsN@%k%rA|mqnwa7
zt7~8jTuI?>BjZZlPSy5>du6(67^=<(^e8c$NM`QP`?An?wre3`X*7t}w5GdP8|BQ9
zTQsbkt%4V~$`irQR@5da2`JO={83djn_HfD6vJH`+k<%`e<Hn#7=@jq7pL37_urW&
zL}S>o`5^HZ73IJX49hIxF&MAba46eN3~y-N7CRon-Q(xTJOZLT11!uyKqgn&=48$d
z7PT>KI{dv3oGbD$Q<zAhfF(7Se8W@5Y0&vU`4r>-Up^%*DI}#T`)_=T-`c|9U-;@j
z;1ugOn_^_bXZvO%EVTdIkp9h|{tHdf{!c^tKhyt4Q;grfbTJ2A3sZf*e;^M2xA$D$
z!O&6(pYESM{}(hR`i-TO{}V(Rd{d`?P?PEZ<VycdmA;A6f5Ib2LwkpB&i3yN>0jK)
z;vZ!7Kbev1zr!Mye~j|~@34r4mK^$Dr~W^~A_it=)_;dZ%B~vn%AH+warTN>YE>um
z>C#qeYidU=fX3A_MO$G7CqxAe6@Cz3pWiTu{QOS5z7>eQH0fZ3+f^kh8fuOemLlbv
z^Gj2lW0L0CUPh}Zo4T9rC>cD5*-s+UmoFQ4Yu-msZ(3+{o>)D4wFG*0hAn}0F0MPh
zk%2EOzh~F+vwwPIS_&$D)f*E~SCC|AqHupqo*}Wt_7qlk8zWs0j)A2QypGKor$dK}
zAGGL&@;6(I#1X^rpVgH*2HKoj9|WEEO2*QbHmLljAVU)#tAjoe3cQ64By*3o5%B7y
zrR&$Al0^L(zF&q&XDB;Mpv%dPFaIMysama7XW?`qTq}iaoEk06?k94rM#}Gm@ctH+
z5{(3Eg<*y|A#hB)(i+<P!>uN^-Y@MgT4j>{x&ZRJ^=TS0-_U_xSk*^8szMua38h@Q
zqL`zwF!Vrz_<BGx{yo2{Zfv_stq^9VoUuWYkzu%9f1HM?7azq|t=CT807z1d4w4`a
zk_-`|m>_*D|2U}=Vi%!YD5D->ZRoO)AX0kh7K%516XHz2k{$<=KtJ-8K1m!RvIc>l
zORAz!yRW^!cBX!<s@meyTwW1Vt#R$!$`_mG!@a!jh^{g#o-OA#?zH4&Hs8eblnX6`
zv(a0{vTC%EC*CAXH53mHH`?cg#9$gsPc}`>_3I+I)5Lv_C4txMpl{<b1wy6&BrWSC
zA3x)$f9^y9sHEMaG*_SFk1MtwiS}s}=!<3>;Yd90jw!5Q)C?HodVgc>2Y-d)muWaG
z5}&V4SI@|b{y%c~f6NxJ8k5>#cE_5`P^1cABQQ=YZ5c;F)TtKeAbe5NKJe#st3DEf
z(54qRPEL05u>V-;O|v5!)*7aO$#s8-v*37GrZ|F?uYw%a>AKsXBh(@_VpR%OyoG=!
z_hKS?fGYQ1A9#zv=1&}M{HPFsO-m+5x19Qf66Uq>xCiU=3>$r?edJH282%WojPeMm
z+ye6!0MB6^KKg(XOtzqwqKg67>EEv-nu#C5pD|lE>Jff?>ro3H@Jb9q&ACkV#66_p
z&e(wLk+J#pvG<rgJzgglFHODN9&}`BYVUj}!o3kru!(9ZmK46KE{<`ziREn**{X>f
zN+=8`=d6R|F_{nH4NOOT^U6x7`eX7mbCD5igjceVcp$>@@wtaRxCI`P1PzwuFH_TP
zI=1Ah(V(u=TKfZ$WAV_&jC%yP+I)Iqd<Ty()wXa~$XuZDl(%6Y>GiMbGN~sa!{T1e
z{Z)CX&KA$L)x<5MY(?7a(RMpb%^a%9@D2N;Ah|y}9L;NuD^;oTo6KtTqu%#RvDtV9
zV2fZW4bno!JQr7|$J|F#5f?}{GmIO_re)h#li|@q+=E%7CEU*&_|^1?MpSbuW6u<|
zXTYH5UO?POx!jq-83<d4Cf^Pm%jH2T-ol?@ePm)CH0Kal+f-bHombZj?CM||&z@31
z@LB<iz-S&&vo+YW=b>RxzzC7ztj<!>ckYa7!L2)-*UP3~v%i1nus2)V>Avn;Txa#P
z&k)6QhXdF2=r-^S-uP{hp;geQa{rjAhUj*a^cIA4-LBpE?Eby|nb+1OvA_b9opD=2
zh__4O0{Vt5G2+*!&v}qbYn!>kB;E(ft2<FIZb5VqyWG#L%0#2xMP9LH!E%us`;+Xa
zxIL0~+?s2+uQh1d<7rQLurzd71+sY+^;D8|d@u$(o&Si{3JS%`!I9jrhbI@cH!uYY
zk^HrdUE)2TIaJ}1DAxBVuQ#9kzn#@l`@#!geoxx{AV)U~G1?H2P1zvPno(_Ew_jBw
zhP|KiI*C0Ez;95^+<z&WSEuNEJ#B=JrOW(lIU9sVTP#Y-OUC8jwOR`dWL}_d<X?_{
z`nnCNvYd!8$=PUal~}K^_;q6nYViW%`!ddKdVav-y*GVm_#gSD@ArnG`<d(N(IR(_
zXNAB(Ma9~2GtHmD67+q(yQVqRg~fBxxDkB%jvt1g?^7pLbSK1NpH9uQJc!^{QC6X^
zN~>ukPP9SJ+{=^gvWDRYvkG{_abjZOY1rxQT=Tc%`u4`Fytup(2j8{F?=zoW7MA#3
zWkz#?9B~E%<caxaFtrMK#><w}9X%q8Zm2+&{ptEjKS2GO@<5bHcxvgz3D|ilMjgI=
zlD_%_8y8x}e+9PBopG(M<KSqbJ7RfURO&LxfuJ8+cU_26)#RvT3iW9Od91itrkRLJ
zme?rT+2xj&t&Vs8S8G=u*2J~NY1Q(Ib$isJh;$TvK{3h9WF{L)P(Ub8Kx7eQDF!kD
zBqW$j*iiwOQbF;FwI~W|TZ<@95fxWZ1S=>=1w~}FE@e?cK&=bBJ8{EFzrOdr&-sII
z=FIQhbMDzLb2)t1Bjh_#dq-veVrJl`tCFa?>%Tq>ZWLYK`Gv{F#QoM|hnA04TD$Kt
z_i$YCNl4j|j9upEirW5ZZuUv)HoOtzIKA{YsF*WQF)~g)$*fp&NS!vWHOcIkb6x#g
zZ1!xeGu6zWw)t?1_x0Na1HG!2rc}%R%7Ws|l(hcbTi@JpY|QpDXI~zewq{vSK@O4p
zyuEN`P472n19sI|xm?<@_p4`rs|>vQe8*!CSF^qp_sHtH-0&N%Cmsg(-<{ciG{D18
zS?e?K#f~#Yp1%J7IxxL{;y>&rGbKyvZZ`R}wvR7LJJMV{ruC#zR?@nFJpo&rAGrPF
zTeA4aw8Cd?R^4s>ld7vss%CSZJ~zo;t63oylc$aaT1YNV3W(aC(%RJAeD4T1v^nkA
zoEnR}-WvPb#%8~)hz`M`DPiZI$yqP%Gmg173$5BD^@%f0SCwQJ{VZKP<oWsYw(XH4
zvRwu`XC0F8Nu0FcbTYNxzqbWsEFPR!&b4s*qyLXK<Ai^^hxY%y)G>U^Gdl-~Z?gQ>
z*&gAxaUl^an%cy-yMhYFt($2ur=zR71T!nJ=v`9Ohc3*Y^Y7Vr9;ONnE%r?=Zd>uB
z{mf1@bzy0J$BI=}Lr!yQjfZAb4xC>u(oS!?nK9*&AlVzbnD@(F$MV3z`g5WKDgMz_
z(+Uq?YiV#;84Y)Kl{eI8-rk+~{QETLj-vzE$I-28G_Io1_(!P*5lK0{Ypva{e&2~M
z@QT&SwPOc2wKj|hG5o_HGp@NhR30#KV{z7@oVrur8((L&ce{(xCS2845IcH|=BOX@
zQwNdRi5E*xUzJ@blRll?BkbJZBcAbbcIT>r<u0Wy=mqb4kBWNYU#MeE>=N72m}RET
zl8rb09v+I%PxMt~Eo{lqh8`0f^UTi4C}<?yH~kc}{+~`(A3gcJF!3{+7dH)O7puqr
z<X>Qx)}1u+fn|na+2IvGJm}0be3m<{IDIS8EOk9FJ#X`~Yi3y-<M<MVa`rZJPG(fV
z<;={xCO_`mcVwX4Jl(tAS6!I>!-GU}u4b;EzwN%Ne$$ydNZhn4dqf8#qwh)iW#r>9
z>5<HmlfGALo#VS%dp+FhZy!F=bLh<8-?k1$dA8<-5d}Veq5~ry-xV~Buk)<7ZryoM
zn=;!feq&H~pUuFSsnYDtez87RmpX3ATi3yh$~)h`;dEA)O;hY(!pZ!LH)oWlo%!kU
zv%Z7}9J7ItXeo<jeNEim=9dv<_}td5f+#rdR2E_2x?qamq41ET8Qun}l;TI0_cx6H
z_PDGdKlMk3rZnm>j$r$(UP5J3ZGv-|@JdU|Z~RMNn)45Cn70VJA#W6~3A(a-)@MEA
zjV!(_<xN;)EOHg6JpAPJDdU%eyMFt_vCuwt)RNsFbwGCMWv#Apu`9;kE2?YV)z1Iw
zS9|aCYdmv!LPagsIBNH$YpZ9S<sEABUT&CNab@7Rp+#?7gKhdq!-E!okIz~VH)myx
zAUn1Va}sw?UAF8&N5_3}V@#Qy`A3$m;};vOy`-He-17CT8u!X7d?sNudUBKDpj)9+
z$%V8{7k|Detq8R=w%?wA%eMU9<CKwm^B#Zk((2~}2MP*^?x^+E7qf3*NB6VW-QGQb
z52k)&g8bNUaK!cr>ys`;2%iQvq>q{C!S4z7IL+L!vuX6vEN1W8j4AUzs;<}=xKLUd
z9f`Ii)pb8%D5Vdkx`yAMX!_HtdmYyofBv~wrq!r&qWn(rhU)L+V`uac^MzW;p8b}!
zv+>)B<2{bf-){cv@@t-fSzqmO`%aO{_jJ2wIQ?Xvc~xQ3;}%wpbTHRuHGV8PCfqCT
z_th2S9-rYKGQqrJ^To+KlUVUnT5a|(xtzPPG-{7FC$_TD{MfQ&<E6N*SC6JRGrc4o
z{<_wQ-)h=bRkXZuwR6#oDdUP~yP^q<2`uO2(Z4ijlSQEn-;50{rR1mC-;EBreRgu=
zdc)I!$A2*}-Lxuvt^9ubk>Jq2QT^>i(HgTm*(s`k)qU)<L(sV86<3lMVNcL)3%|Z4
zN*-~&t)hCnc;mJyL%*M0#J;zCe=3Hr9kUW_A^p(%t*mo*(6KWG+XP|V;tad>Mvwk=
zC)vTNA!WlllOgBUjgpfdrOkOM3sU?_*1s@SZ!KFB5x6KivSZ8Ki3{r^l)bf%s&S)E
zj5HZhJ@{My({t;rMtNo5x^0w|IqSOVm}R~R&W+PTk3TJsSh3RMxO<jw1|;YHV5PS2
zKN@e%&Kp&?1I@f(EpD@k_KhPS4xVaC>=^Ou=FhzU=5a>0W7XH(7n6?mxZ!&fJSOeG
z6}f2NSk}_?bI~_o_Y2l{9@=PpJ6m&RZFz9BtH!1}azb>_u5I-nue;GxdET}~KDKh`
zLczfrf&WwA%LdtI6TS?0D@$Im>+WRJjdl0i(!CAm7B=51cJMgRBgj>DZEneLsmi%t
zBM69ZskPwWRow4x4;*(sKOt?wb<g@+y+YGd17lnRz5HVHPgv~b3|`r}Po_QL<4@+g
zS<I{&{Tce{flCISxdu<}+|*8#=Irvwp0P)|ZhnSg_$Q^xlPv;=GLMo~n|$r&q)bRW
zRbKpM$w+_V!s^_qTcS$uT;95U)0vc%eb#foX;@n{wddvCE{SLByy>b7X~vxP?j`eX
zb}uzr2y33rKFLa0yVS&3(zlfVWXM3{C3e@}5<oa_yBZ<3XBep<EWJaeBqR+|X-OzV
zEme{lNUD@U(JFN~Q$uQHv5;J?ih#&a0+JIlLM>H5A*v`st&AX)q|Gedhdv4U=^8B|
zw$Bn@2!~lPgrYp~Q>j%b0*u&hRIeuq;nepvcv2Hl5Q6F+-nC}(sju(XpU}EyS{H(p
z%A}+e>=wLkwe)dues`V%_O8!TWD^5ALBk0W3L-+nlw!uilO+r&OeSV{<1VmEq#Y3&
z_Ensk@Q8Eu42}yA7RVSj5+jj~RHh0dm@(2wraVjm+D$bO=-m}hw{v%Pm`(v=gfS73
z5kL(nCPJaq2xG(y9g7g$Q)D&+(m}{@F~i5j4I))4MR*tqp)3IlVIrJ4z;vMfmog=U
zu(%8`q*^8yy4yRv9uPc<8KEQ@DP*&wqoY~T9F|HQ!bSuF0UJiyD9Qu~rY2TNN@JKx
zjRlaWQzXpiEt^uq(&@wkJ-X~LA2z~**>40<TQF2BGT01(D8V`>iy2yNm`oTf3nEY)
z<}+ouJcx-Pgp3J;i^<^%2!1f1Cq-f8jkw5RYQ85AyZ{0@zz*O}2pXGZ+F(L0W;nVz
zLyn;;4f#qwBw)c@2K)8&Ka^I$H-Byg;Lz7*5CM$PMI{T9$J$FtLIUQ*VZs;_#yt^4
zh+{&WX9Xid7#6W<NZ@?HYNsXu+yBBk3^|NdrS=3NA@Nd%D^=0Td6AJ|4@^qA<CQ!e
z(`$@~O?haTZ9cTMq>(Nze{HXb2r8f{oX}nstflhX$^QQdmk;e>S@2thBeiOUE;nSs
zY(ha$x@mxu5umXwSSVMiBcvqA&UY4OgNS5EMBpV!RXK?+^X4hYS2v0<DwBi?sWL>&
zh+)bIxm2ql8NgFIwCt5P6k(EAH#$D{yRrVnS2_~NY~VKb+qxk!f<Dmo;RbqFED0s3
zkkM2r1a}$|#CimEN7Z1eIKQsNZ?f9*&ypIHe_arRkfyT4(q2fV7>vO<g5a1gyBILc
z05Fh+e~FMtUW<-V6LKRM!i=bL^y-4RIL^T#IrNH#ARKUXknR<vd`07;pq7E<g}UC*
zU<5(I(_0$;W=ufmVejZV0D@o$qDRBIz!20mY)r0T7!3hO7$I-8;&Z{``aT*cpie`%
zy!UZj6c*5D1cQGB;ebW;z45>ULZ2lJW2oM2P(2I52+A3*IW;cM6>t&m`!WEH&!@?t
zaQHAw>UeqJL?fETZ~-oWX}SPj9<|m}*BdM1JVXG~d3ih#Iy4;M#r5^$321hqbjD~h
zfc<zF&CUQP5P-jlysrz4(Cq@=V;F57FwEspyZkg>4xcWA2V=ON42+A=a9kMZLZ1hZ
z1JtI;;A1@MS0kES9Hz||=fSw%d;yI<H-O{n<4_Jxn=j5sVUTk)xj2tQ^9KkZK0PLJ
z9*+Kr&RhZAzdV@7q00q-U_xm)U=#t5W<M|w0YbAM<s-TbDvuC7e;^3mA0Q@qI882~
zarAP5$K~*8ISp_ipy{>(38#-k_2Y%hrN=JL<KcQVKJXFE_BbDhF*=P(X`0`-2#oP)
zI1rGCzD*Gv)td*((~mU{rtfnM<>=WDN4WYl4!ur-c)?JbemIW{4p5`plnd6D_h}T0
zKa57IrC|y}Z6p#wY>%)w0^%bO+g+t1A)pB44zZn-auo!Uhx!t6vWNUc$UIvxDhetW
zCg9l3=i#>VP>hQ?0RLfJTg+ba-w^>u;5$Y`O4X!p^#ZFA7aUqQbLRYo4o3e06SDE-

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-reg.xml
new file mode 100644
index 00000000..cc78490d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-reg.xml
@@ -0,0 +1,648 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-037-reg.xml'>
+   <table id='1'>
+      <region id='1' page='1'>
+         <instruction instr-id='73'/>
+         <instruction instr-id='73' subinstr-id='2'/>
+         <instruction instr-id='73' subinstr-id='4'/>
+         <instruction instr-id='73' subinstr-id='6'/>
+         <instruction instr-id='73' subinstr-id='8'/>
+         <instruction instr-id='73' subinstr-id='10'/>
+         <instruction instr-id='73' subinstr-id='12'/>
+         <instruction instr-id='73' subinstr-id='14'/>
+         <instruction instr-id='73' subinstr-id='16'/>
+         <instruction instr-id='83'/>
+         <instruction instr-id='83' subinstr-id='2'/>
+         <instruction instr-id='83' subinstr-id='4'/>
+         <instruction instr-id='83' subinstr-id='6'/>
+         <instruction instr-id='83' subinstr-id='8'/>
+         <instruction instr-id='83' subinstr-id='10'/>
+         <instruction instr-id='83' subinstr-id='12'/>
+         <instruction instr-id='83' subinstr-id='14'/>
+         <instruction instr-id='83' subinstr-id='16'/>
+         <instruction instr-id='91'/>
+         <instruction instr-id='91' subinstr-id='2'/>
+         <instruction instr-id='91' subinstr-id='4'/>
+         <instruction instr-id='91' subinstr-id='6'/>
+         <instruction instr-id='91' subinstr-id='8'/>
+         <instruction instr-id='91' subinstr-id='10'/>
+         <instruction instr-id='91' subinstr-id='12'/>
+         <instruction instr-id='91' subinstr-id='14'/>
+         <instruction instr-id='91' subinstr-id='16'/>
+         <instruction instr-id='99'/>
+         <instruction instr-id='99' subinstr-id='2'/>
+         <instruction instr-id='99' subinstr-id='4'/>
+         <instruction instr-id='99' subinstr-id='6'/>
+         <instruction instr-id='99' subinstr-id='8'/>
+         <instruction instr-id='99' subinstr-id='10'/>
+         <instruction instr-id='99' subinstr-id='12'/>
+         <instruction instr-id='99' subinstr-id='14'/>
+         <instruction instr-id='99' subinstr-id='16'/>
+         <instruction instr-id='99' subinstr-id='18'/>
+         <instruction instr-id='107'/>
+         <instruction instr-id='107' subinstr-id='2'/>
+         <instruction instr-id='107' subinstr-id='4'/>
+         <instruction instr-id='107' subinstr-id='6'/>
+         <instruction instr-id='107' subinstr-id='8'/>
+         <instruction instr-id='107' subinstr-id='10'/>
+         <instruction instr-id='107' subinstr-id='12'/>
+         <instruction instr-id='107' subinstr-id='14'/>
+         <instruction instr-id='107' subinstr-id='16'/>
+         <instruction instr-id='107' subinstr-id='18'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='148' subinstr-id='2'/>
+         <instruction instr-id='148' subinstr-id='4'/>
+         <instruction instr-id='148' subinstr-id='6'/>
+         <instruction instr-id='148' subinstr-id='8'/>
+         <instruction instr-id='148' subinstr-id='10'/>
+         <instruction instr-id='148' subinstr-id='12'/>
+         <instruction instr-id='148' subinstr-id='14'/>
+         <instruction instr-id='148' subinstr-id='16'/>
+         <instruction instr-id='148' subinstr-id='18'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='154' subinstr-id='2'/>
+         <instruction instr-id='154' subinstr-id='4'/>
+         <instruction instr-id='154' subinstr-id='6'/>
+         <instruction instr-id='186'/>
+         <instruction instr-id='186' subinstr-id='2'/>
+         <instruction instr-id='186' subinstr-id='4'/>
+         <instruction instr-id='189'/>
+         <instruction instr-id='189' subinstr-id='2'/>
+         <instruction instr-id='189' subinstr-id='4'/>
+         <instruction instr-id='189' subinstr-id='6'/>
+         <instruction instr-id='189' subinstr-id='8'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='195' subinstr-id='2'/>
+         <instruction instr-id='236'/>
+         <instruction instr-id='236' subinstr-id='2'/>
+         <instruction instr-id='236' subinstr-id='4'/>
+         <instruction instr-id='236' subinstr-id='6'/>
+         <instruction instr-id='236' subinstr-id='8'/>
+         <instruction instr-id='242'/>
+         <instruction instr-id='242' subinstr-id='2'/>
+         <instruction instr-id='242' subinstr-id='4'/>
+         <instruction instr-id='242' subinstr-id='6'/>
+         <instruction instr-id='242' subinstr-id='8'/>
+         <instruction instr-id='242' subinstr-id='10'/>
+         <instruction instr-id='249'/>
+         <instruction instr-id='249' subinstr-id='2'/>
+         <instruction instr-id='251'/>
+         <instruction instr-id='251' subinstr-id='2'/>
+         <instruction instr-id='251' subinstr-id='4'/>
+         <instruction instr-id='251' subinstr-id='6'/>
+         <instruction instr-id='251' subinstr-id='8'/>
+         <instruction instr-id='251' subinstr-id='10'/>
+         <instruction instr-id='258'/>
+         <instruction instr-id='258' subinstr-id='2'/>
+         <instruction instr-id='273'/>
+         <instruction instr-id='273' subinstr-id='2'/>
+         <instruction instr-id='273' subinstr-id='4'/>
+         <instruction instr-id='276'/>
+         <instruction instr-id='276' subinstr-id='2'/>
+         <instruction instr-id='276' subinstr-id='4'/>
+         <instruction instr-id='276' subinstr-id='6'/>
+         <instruction instr-id='276' subinstr-id='8'/>
+         <instruction instr-id='282'/>
+         <instruction instr-id='282' subinstr-id='2'/>
+         <instruction instr-id='307'/>
+         <instruction instr-id='307' subinstr-id='2'/>
+         <instruction instr-id='307' subinstr-id='4'/>
+         <instruction instr-id='307' subinstr-id='6'/>
+         <instruction instr-id='307' subinstr-id='8'/>
+         <instruction instr-id='313'/>
+         <instruction instr-id='313' subinstr-id='2'/>
+         <instruction instr-id='313' subinstr-id='4'/>
+         <instruction instr-id='313' subinstr-id='6'/>
+         <instruction instr-id='313' subinstr-id='8'/>
+         <instruction instr-id='313' subinstr-id='10'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='320' subinstr-id='2'/>
+         <instruction instr-id='322'/>
+         <instruction instr-id='322' subinstr-id='2'/>
+         <instruction instr-id='322' subinstr-id='4'/>
+         <instruction instr-id='322' subinstr-id='6'/>
+         <instruction instr-id='322' subinstr-id='8'/>
+         <instruction instr-id='322' subinstr-id='10'/>
+         <instruction instr-id='349'/>
+         <instruction instr-id='349' subinstr-id='2'/>
+         <instruction instr-id='380'/>
+         <instruction instr-id='380' subinstr-id='2'/>
+         <instruction instr-id='380' subinstr-id='4'/>
+         <instruction instr-id='383'/>
+         <instruction instr-id='383' subinstr-id='2'/>
+         <instruction instr-id='383' subinstr-id='4'/>
+         <instruction instr-id='383' subinstr-id='6'/>
+         <instruction instr-id='383' subinstr-id='8'/>
+         <instruction instr-id='389'/>
+         <instruction instr-id='389' subinstr-id='2'/>
+         <instruction instr-id='415'/>
+         <instruction instr-id='415' subinstr-id='2'/>
+         <instruction instr-id='415' subinstr-id='4'/>
+         <instruction instr-id='415' subinstr-id='6'/>
+         <instruction instr-id='415' subinstr-id='8'/>
+         <instruction instr-id='419'/>
+         <instruction instr-id='419' subinstr-id='2'/>
+         <instruction instr-id='419' subinstr-id='4'/>
+         <instruction instr-id='419' subinstr-id='6'/>
+         <instruction instr-id='419' subinstr-id='8'/>
+         <instruction instr-id='419' subinstr-id='10'/>
+         <instruction instr-id='421'/>
+         <instruction instr-id='421' subinstr-id='2'/>
+         <instruction instr-id='423'/>
+         <instruction instr-id='423' subinstr-id='2'/>
+         <instruction instr-id='423' subinstr-id='4'/>
+         <instruction instr-id='423' subinstr-id='6'/>
+         <instruction instr-id='423' subinstr-id='8'/>
+         <instruction instr-id='423' subinstr-id='10'/>
+         <instruction instr-id='450'/>
+         <instruction instr-id='450' subinstr-id='2'/>
+         <instruction instr-id='481'/>
+         <instruction instr-id='481' subinstr-id='2'/>
+         <instruction instr-id='481' subinstr-id='4'/>
+         <instruction instr-id='484'/>
+         <instruction instr-id='484' subinstr-id='2'/>
+         <instruction instr-id='484' subinstr-id='4'/>
+         <instruction instr-id='484' subinstr-id='6'/>
+         <instruction instr-id='484' subinstr-id='8'/>
+         <instruction instr-id='490' subinstr-id='2'/>
+         <instruction instr-id='490' subinstr-id='4'/>
+         <instruction instr-id='516'/>
+         <instruction instr-id='516' subinstr-id='2'/>
+         <instruction instr-id='516' subinstr-id='4'/>
+         <instruction instr-id='516' subinstr-id='6'/>
+         <instruction instr-id='516' subinstr-id='8'/>
+         <instruction instr-id='520'/>
+         <instruction instr-id='520' subinstr-id='2'/>
+         <instruction instr-id='520' subinstr-id='4'/>
+         <instruction instr-id='520' subinstr-id='6'/>
+         <instruction instr-id='520' subinstr-id='8'/>
+         <instruction instr-id='520' subinstr-id='10'/>
+         <instruction instr-id='522'/>
+         <instruction instr-id='522' subinstr-id='2'/>
+         <instruction instr-id='524'/>
+         <instruction instr-id='524' subinstr-id='2'/>
+         <instruction instr-id='524' subinstr-id='4'/>
+         <instruction instr-id='524' subinstr-id='6'/>
+         <instruction instr-id='524' subinstr-id='8'/>
+         <instruction instr-id='524' subinstr-id='10'/>
+         <instruction instr-id='551'/>
+         <instruction instr-id='551' subinstr-id='2'/>
+         <instruction instr-id='580'/>
+         <instruction instr-id='580' subinstr-id='2'/>
+         <instruction instr-id='580' subinstr-id='4'/>
+         <instruction instr-id='583'/>
+         <instruction instr-id='583' subinstr-id='2'/>
+         <instruction instr-id='583' subinstr-id='4'/>
+         <instruction instr-id='583' subinstr-id='6'/>
+         <instruction instr-id='583' subinstr-id='8'/>
+         <instruction instr-id='589' subinstr-id='2'/>
+         <instruction instr-id='589' subinstr-id='4'/>
+         <instruction instr-id='615'/>
+         <instruction instr-id='615' subinstr-id='2'/>
+         <instruction instr-id='615' subinstr-id='4'/>
+         <instruction instr-id='615' subinstr-id='6'/>
+         <instruction instr-id='615' subinstr-id='8'/>
+         <instruction instr-id='619'/>
+         <instruction instr-id='619' subinstr-id='2'/>
+         <instruction instr-id='619' subinstr-id='4'/>
+         <instruction instr-id='619' subinstr-id='6'/>
+         <instruction instr-id='619' subinstr-id='8'/>
+         <instruction instr-id='619' subinstr-id='10'/>
+         <instruction instr-id='621'/>
+         <instruction instr-id='621' subinstr-id='2'/>
+         <instruction instr-id='623'/>
+         <instruction instr-id='623' subinstr-id='2'/>
+         <instruction instr-id='623' subinstr-id='4'/>
+         <instruction instr-id='623' subinstr-id='6'/>
+         <instruction instr-id='623' subinstr-id='8'/>
+         <instruction instr-id='623' subinstr-id='10'/>
+         <instruction instr-id='650'/>
+         <instruction instr-id='650' subinstr-id='2'/>
+         <instruction instr-id='946'/>
+         <instruction instr-id='946' subinstr-id='2'/>
+         <instruction instr-id='946' subinstr-id='4'/>
+         <instruction instr-id='1172' subinstr-id='2'/>
+         <instruction instr-id='1188'/>
+         <instruction instr-id='1188' subinstr-id='2'/>
+         <instruction instr-id='1207'/>
+         <instruction instr-id='1207' subinstr-id='2'/>
+         <instruction instr-id='1241'/>
+         <instruction instr-id='1241' subinstr-id='2'/>
+         <instruction instr-id='1260'/>
+         <instruction instr-id='1260' subinstr-id='2'/>
+         <instruction instr-id='1294'/>
+         <instruction instr-id='1294' subinstr-id='2'/>
+         <instruction instr-id='1294' subinstr-id='4'/>
+         <instruction instr-id='1294' subinstr-id='6'/>
+         <instruction instr-id='1327'/>
+         <instruction instr-id='1330'/>
+         <instruction instr-id='1330' subinstr-id='2'/>
+         <instruction instr-id='1330' subinstr-id='4'/>
+         <instruction instr-id='1364'/>
+         <instruction instr-id='1364' subinstr-id='2'/>
+         <instruction instr-id='1367'/>
+         <instruction instr-id='1403'/>
+         <instruction instr-id='1403' subinstr-id='2'/>
+         <instruction instr-id='1403' subinstr-id='4'/>
+         <instruction instr-id='1422'/>
+         <instruction instr-id='1422' subinstr-id='2'/>
+         <instruction instr-id='1441'/>
+         <instruction instr-id='1441' subinstr-id='2'/>
+         <instruction instr-id='1460'/>
+         <instruction instr-id='1460' subinstr-id='2'/>
+         <instruction instr-id='1460' subinstr-id='4'/>
+         <instruction instr-id='1479'/>
+         <instruction instr-id='1479' subinstr-id='2'/>
+         <instruction instr-id='1497'/>
+         <instruction instr-id='1500'/>
+         <instruction instr-id='1519'/>
+         <instruction instr-id='1519' subinstr-id='2'/>
+         <instruction instr-id='1519' subinstr-id='4'/>
+         <instruction instr-id='1538'/>
+         <instruction instr-id='1538' subinstr-id='2'/>
+         <instruction instr-id='1538' subinstr-id='4'/>
+         <instruction instr-id='1538' subinstr-id='6'/>
+         <instruction instr-id='1557'/>
+         <instruction instr-id='1557' subinstr-id='2'/>
+         <instruction instr-id='1557' subinstr-id='4'/>
+         <instruction instr-id='1576'/>
+         <instruction instr-id='1576' subinstr-id='2'/>
+         <instruction instr-id='1579'/>
+         <instruction instr-id='1598'/>
+         <instruction instr-id='1598' subinstr-id='2'/>
+         <instruction instr-id='1598' subinstr-id='4'/>
+         <instruction instr-id='1616'/>
+         <instruction instr-id='1619'/>
+         <instruction instr-id='1619' subinstr-id='2'/>
+         <instruction instr-id='1619' subinstr-id='4'/>
+         <instruction instr-id='1638'/>
+         <instruction instr-id='1638' subinstr-id='2'/>
+         <instruction instr-id='1638' subinstr-id='4'/>
+         <instruction instr-id='1659'/>
+         <instruction instr-id='1659' subinstr-id='2'/>
+         <instruction instr-id='1659' subinstr-id='4'/>
+         <instruction instr-id='1678'/>
+         <instruction instr-id='1678' subinstr-id='2'/>
+         <instruction instr-id='1696'/>
+         <instruction instr-id='1699'/>
+         <instruction instr-id='1718'/>
+         <instruction instr-id='1718' subinstr-id='2'/>
+         <instruction instr-id='1718' subinstr-id='4'/>
+         <instruction instr-id='1737'/>
+         <instruction instr-id='1737' subinstr-id='2'/>
+         <instruction instr-id='1756'/>
+         <instruction instr-id='1756' subinstr-id='2'/>
+         <instruction instr-id='1775'/>
+         <instruction instr-id='1775' subinstr-id='2'/>
+         <instruction instr-id='1794'/>
+         <instruction instr-id='1794' subinstr-id='2'/>
+         <instruction instr-id='1797'/>
+         <instruction instr-id='1816'/>
+         <instruction instr-id='1816' subinstr-id='2'/>
+         <instruction instr-id='1835'/>
+         <instruction instr-id='1835' subinstr-id='2'/>
+         <instruction instr-id='1838'/>
+         <instruction instr-id='1857'/>
+         <instruction instr-id='1857' subinstr-id='2'/>
+         <instruction instr-id='1875'/>
+         <instruction instr-id='1878'/>
+         <instruction instr-id='1878' subinstr-id='2'/>
+         <instruction instr-id='1878' subinstr-id='4'/>
+         <instruction instr-id='1897'/>
+         <instruction instr-id='1897' subinstr-id='2'/>
+         <instruction instr-id='1918'/>
+         <instruction instr-id='1918' subinstr-id='2'/>
+         <instruction instr-id='1921'/>
+         <instruction instr-id='1921' subinstr-id='2'/>
+         <instruction instr-id='1940'/>
+         <instruction instr-id='1940' subinstr-id='2'/>
+         <instruction instr-id='1959'/>
+         <instruction instr-id='1959' subinstr-id='2'/>
+         <instruction instr-id='1978'/>
+         <instruction instr-id='1978' subinstr-id='2'/>
+         <instruction instr-id='1978' subinstr-id='4'/>
+         <instruction instr-id='1997'/>
+         <instruction instr-id='1997' subinstr-id='2'/>
+         <instruction instr-id='2016'/>
+         <instruction instr-id='2016' subinstr-id='2'/>
+         <instruction instr-id='2035'/>
+         <instruction instr-id='2035' subinstr-id='2'/>
+         <instruction instr-id='2054'/>
+         <instruction instr-id='2054' subinstr-id='2'/>
+         <instruction instr-id='2057'/>
+         <instruction instr-id='2076'/>
+         <instruction instr-id='2076' subinstr-id='2'/>
+         <instruction instr-id='2094'/>
+         <instruction instr-id='2097'/>
+         <instruction instr-id='2097' subinstr-id='2'/>
+         <instruction instr-id='2097' subinstr-id='4'/>
+         <instruction instr-id='2116'/>
+         <instruction instr-id='2116' subinstr-id='2'/>
+         <instruction instr-id='2134'/>
+         <instruction instr-id='2137'/>
+         <instruction instr-id='2137' subinstr-id='2'/>
+         <instruction instr-id='2137' subinstr-id='4'/>
+         <instruction instr-id='2156'/>
+         <instruction instr-id='2156' subinstr-id='2'/>
+         <instruction instr-id='2174' subinstr-id='2'/>
+         <instruction instr-id='2177'/>
+         <instruction instr-id='2177' subinstr-id='2'/>
+         <instruction instr-id='2177' subinstr-id='4'/>
+         <instruction instr-id='2196'/>
+         <instruction instr-id='2196' subinstr-id='2'/>
+         <instruction instr-id='2215'/>
+         <instruction instr-id='2215' subinstr-id='2'/>
+         <instruction instr-id='2234'/>
+         <instruction instr-id='2234' subinstr-id='2'/>
+         <instruction instr-id='2234' subinstr-id='4'/>
+         <instruction instr-id='2253'/>
+         <instruction instr-id='2253' subinstr-id='2'/>
+         <instruction instr-id='2271'/>
+         <instruction instr-id='2274'/>
+         <instruction instr-id='2293'/>
+         <instruction instr-id='2293' subinstr-id='2'/>
+         <instruction instr-id='2293' subinstr-id='4'/>
+         <instruction instr-id='2312'/>
+         <instruction instr-id='2312' subinstr-id='2'/>
+         <instruction instr-id='2312' subinstr-id='4'/>
+         <instruction instr-id='2312' subinstr-id='6'/>
+         <instruction instr-id='2331'/>
+         <instruction instr-id='2331' subinstr-id='2'/>
+         <instruction instr-id='2349'/>
+         <instruction instr-id='2352'/>
+         <instruction instr-id='2352' subinstr-id='2'/>
+         <instruction instr-id='2352' subinstr-id='4'/>
+         <instruction instr-id='2371'/>
+         <instruction instr-id='2371' subinstr-id='2'/>
+         <instruction instr-id='2389'/>
+         <instruction instr-id='2392'/>
+         <instruction instr-id='2392' subinstr-id='2'/>
+         <instruction instr-id='2392' subinstr-id='4'/>
+         <instruction instr-id='2392' subinstr-id='6'/>
+         <instruction instr-id='2392' subinstr-id='8'/>
+         <instruction instr-id='2411'/>
+         <instruction instr-id='2411' subinstr-id='2'/>
+         <instruction instr-id='2429' subinstr-id='2'/>
+         <instruction instr-id='2432'/>
+         <instruction instr-id='2432' subinstr-id='2'/>
+         <instruction instr-id='2432' subinstr-id='4'/>
+         <instruction instr-id='2451'/>
+         <instruction instr-id='2451' subinstr-id='2'/>
+         <instruction instr-id='2470'/>
+         <instruction instr-id='2470' subinstr-id='2'/>
+         <instruction instr-id='2470' subinstr-id='4'/>
+         <instruction instr-id='2470' subinstr-id='6'/>
+         <instruction instr-id='2470' subinstr-id='8'/>
+         <instruction instr-id='2489'/>
+         <instruction instr-id='2489' subinstr-id='2'/>
+         <instruction instr-id='2508'/>
+         <instruction instr-id='2508' subinstr-id='2'/>
+         <instruction instr-id='2527'/>
+         <instruction instr-id='2527' subinstr-id='2'/>
+         <instruction instr-id='2530'/>
+         <instruction instr-id='2530' subinstr-id='2'/>
+         <instruction instr-id='2530' subinstr-id='4'/>
+         <instruction instr-id='2549'/>
+         <instruction instr-id='2549' subinstr-id='2'/>
+         <instruction instr-id='2568'/>
+         <instruction instr-id='2568' subinstr-id='2'/>
+         <instruction instr-id='2568' subinstr-id='4'/>
+         <instruction instr-id='2568' subinstr-id='6'/>
+         <instruction instr-id='2568' subinstr-id='8'/>
+         <instruction instr-id='2568' subinstr-id='10'/>
+         <instruction instr-id='2587'/>
+         <instruction instr-id='2587' subinstr-id='2'/>
+         <instruction instr-id='2605'/>
+         <instruction instr-id='2608'/>
+         <instruction instr-id='2608' subinstr-id='2'/>
+         <instruction instr-id='2608' subinstr-id='4'/>
+         <instruction instr-id='2608' subinstr-id='6'/>
+         <instruction instr-id='2608' subinstr-id='8'/>
+         <instruction instr-id='2627'/>
+         <instruction instr-id='2627' subinstr-id='2'/>
+         <instruction instr-id='2646'/>
+         <instruction instr-id='2646' subinstr-id='2'/>
+         <instruction instr-id='2646' subinstr-id='4'/>
+         <instruction instr-id='2646' subinstr-id='6'/>
+         <instruction instr-id='2646' subinstr-id='8'/>
+         <instruction instr-id='2646' subinstr-id='10'/>
+         <instruction instr-id='2665'/>
+         <instruction instr-id='2665' subinstr-id='2'/>
+         <instruction instr-id='3087'/>
+         <instruction instr-id='3087' subinstr-id='2'/>
+         <instruction instr-id='3087' subinstr-id='4'/>
+         <instruction instr-id='3087' subinstr-id='6'/>
+         <instruction instr-id='3087' subinstr-id='8'/>
+         <instruction instr-id='3310' subinstr-id='2'/>
+         <instruction instr-id='3326'/>
+         <instruction instr-id='3326' subinstr-id='2'/>
+         <instruction instr-id='3344'/>
+         <instruction instr-id='3347'/>
+         <instruction instr-id='3381'/>
+         <instruction instr-id='3381' subinstr-id='2'/>
+         <instruction instr-id='3399'/>
+         <instruction instr-id='3402'/>
+         <instruction instr-id='3436'/>
+         <instruction instr-id='3436' subinstr-id='2'/>
+         <instruction instr-id='3436' subinstr-id='4'/>
+         <instruction instr-id='3436' subinstr-id='6'/>
+         <instruction instr-id='3469'/>
+         <instruction instr-id='3472'/>
+         <instruction instr-id='3472' subinstr-id='2'/>
+         <instruction instr-id='3472' subinstr-id='4'/>
+         <instruction instr-id='3505'/>
+         <instruction instr-id='3508'/>
+         <instruction instr-id='3508' subinstr-id='2'/>
+         <instruction instr-id='3508' subinstr-id='4'/>
+         <instruction instr-id='3544'/>
+         <instruction instr-id='3544' subinstr-id='2'/>
+         <instruction instr-id='3544' subinstr-id='4'/>
+         <instruction instr-id='3563'/>
+         <instruction instr-id='3563' subinstr-id='2'/>
+         <instruction instr-id='3582'/>
+         <instruction instr-id='3582' subinstr-id='2'/>
+         <instruction instr-id='3601'/>
+         <instruction instr-id='3601' subinstr-id='2'/>
+         <instruction instr-id='3601' subinstr-id='4'/>
+         <instruction instr-id='3620'/>
+         <instruction instr-id='3620' subinstr-id='2'/>
+         <instruction instr-id='3639'/>
+         <instruction instr-id='3639' subinstr-id='2'/>
+         <instruction instr-id='3658'/>
+         <instruction instr-id='3658' subinstr-id='2'/>
+         <instruction instr-id='3661'/>
+         <instruction instr-id='3676'/>
+         <instruction instr-id='3679'/>
+         <instruction instr-id='3679' subinstr-id='2'/>
+         <instruction instr-id='3679' subinstr-id='4'/>
+         <instruction instr-id='3698'/>
+         <instruction instr-id='3698' subinstr-id='2'/>
+         <instruction instr-id='3698' subinstr-id='4'/>
+         <instruction instr-id='3716'/>
+         <instruction instr-id='3719'/>
+         <instruction instr-id='3719' subinstr-id='2'/>
+         <instruction instr-id='3719' subinstr-id='4'/>
+         <instruction instr-id='3738'/>
+         <instruction instr-id='3738' subinstr-id='2'/>
+         <instruction instr-id='3738' subinstr-id='4'/>
+         <instruction instr-id='3756'/>
+         <instruction instr-id='3759'/>
+         <instruction instr-id='3759' subinstr-id='2'/>
+         <instruction instr-id='3759' subinstr-id='4'/>
+         <instruction instr-id='3778'/>
+         <instruction instr-id='3778' subinstr-id='2'/>
+         <instruction instr-id='3778' subinstr-id='4'/>
+         <instruction instr-id='3794'/>
+         <instruction instr-id='3794' subinstr-id='2'/>
+         <instruction instr-id='3794' subinstr-id='4'/>
+         <instruction instr-id='3800'/>
+         <instruction instr-id='3800' subinstr-id='2'/>
+         <instruction instr-id='3806'/>
+         <instruction instr-id='3806' subinstr-id='2'/>
+         <instruction instr-id='3812'/>
+         <instruction instr-id='3812' subinstr-id='2'/>
+         <instruction instr-id='3812' subinstr-id='4'/>
+         <instruction instr-id='3818'/>
+         <instruction instr-id='3818' subinstr-id='2'/>
+         <instruction instr-id='3821' subinstr-id='2'/>
+         <instruction instr-id='3824'/>
+         <instruction instr-id='3830'/>
+         <instruction instr-id='3830' subinstr-id='2'/>
+         <instruction instr-id='3830' subinstr-id='4'/>
+         <instruction instr-id='3833' subinstr-id='2'/>
+         <instruction instr-id='3836'/>
+         <instruction instr-id='3836' subinstr-id='2'/>
+         <instruction instr-id='3836' subinstr-id='4'/>
+         <instruction instr-id='3842'/>
+         <instruction instr-id='3842' subinstr-id='2'/>
+         <instruction instr-id='3842' subinstr-id='4'/>
+         <instruction instr-id='3848'/>
+         <instruction instr-id='3848' subinstr-id='2'/>
+         <instruction instr-id='3851'/>
+         <instruction instr-id='3857'/>
+         <instruction instr-id='3857' subinstr-id='2'/>
+         <instruction instr-id='3857' subinstr-id='4'/>
+         <instruction instr-id='3863'/>
+         <instruction instr-id='3863' subinstr-id='2'/>
+         <instruction instr-id='3863' subinstr-id='4'/>
+         <instruction instr-id='3863' subinstr-id='6'/>
+         <instruction instr-id='3869'/>
+         <instruction instr-id='3869' subinstr-id='2'/>
+         <instruction instr-id='3869' subinstr-id='4'/>
+         <instruction instr-id='3889'/>
+         <instruction instr-id='3889' subinstr-id='2'/>
+         <instruction instr-id='3892'/>
+         <instruction instr-id='3892' subinstr-id='2'/>
+         <instruction instr-id='3911'/>
+         <instruction instr-id='3911' subinstr-id='2'/>
+         <instruction instr-id='3930'/>
+         <instruction instr-id='3930' subinstr-id='2'/>
+         <instruction instr-id='3949'/>
+         <instruction instr-id='3949' subinstr-id='2'/>
+         <instruction instr-id='3949' subinstr-id='4'/>
+         <instruction instr-id='3968'/>
+         <instruction instr-id='3968' subinstr-id='2'/>
+         <instruction instr-id='3986'/>
+         <instruction instr-id='3989'/>
+         <instruction instr-id='4008'/>
+         <instruction instr-id='4008' subinstr-id='2'/>
+         <instruction instr-id='4026'/>
+         <instruction instr-id='4026' subinstr-id='2'/>
+         <instruction instr-id='4029'/>
+         <instruction instr-id='4048'/>
+         <instruction instr-id='4048' subinstr-id='2'/>
+         <instruction instr-id='4067'/>
+         <instruction instr-id='4067' subinstr-id='2'/>
+         <instruction instr-id='4070'/>
+         <instruction instr-id='4089'/>
+         <instruction instr-id='4089' subinstr-id='2'/>
+         <instruction instr-id='4108'/>
+         <instruction instr-id='4108' subinstr-id='2'/>
+         <instruction instr-id='4108' subinstr-id='4'/>
+         <instruction instr-id='4108' subinstr-id='6'/>
+         <instruction instr-id='4127'/>
+         <instruction instr-id='4127' subinstr-id='2'/>
+         <instruction instr-id='4145' subinstr-id='2'/>
+         <instruction instr-id='4148'/>
+         <instruction instr-id='4148' subinstr-id='2'/>
+         <instruction instr-id='4148' subinstr-id='4'/>
+         <instruction instr-id='4167'/>
+         <instruction instr-id='4167' subinstr-id='2'/>
+         <instruction instr-id='4186'/>
+         <instruction instr-id='4186' subinstr-id='2'/>
+         <instruction instr-id='4205'/>
+         <instruction instr-id='4205' subinstr-id='2'/>
+         <instruction instr-id='4224'/>
+         <instruction instr-id='4224' subinstr-id='2'/>
+         <instruction instr-id='4242'/>
+         <instruction instr-id='4245'/>
+         <instruction instr-id='4264'/>
+         <instruction instr-id='4264' subinstr-id='2'/>
+         <instruction instr-id='4264' subinstr-id='4'/>
+         <instruction instr-id='4283'/>
+         <instruction instr-id='4283' subinstr-id='2'/>
+         <instruction instr-id='4286'/>
+         <instruction instr-id='4305'/>
+         <instruction instr-id='4305' subinstr-id='2'/>
+         <instruction instr-id='4323'/>
+         <instruction instr-id='4326'/>
+         <instruction instr-id='4326' subinstr-id='2'/>
+         <instruction instr-id='4326' subinstr-id='4'/>
+         <instruction instr-id='4345'/>
+         <instruction instr-id='4345' subinstr-id='2'/>
+         <instruction instr-id='4364'/>
+         <instruction instr-id='4364' subinstr-id='2'/>
+         <instruction instr-id='4367'/>
+         <instruction instr-id='4370'/>
+         <instruction instr-id='4370' subinstr-id='2'/>
+         <instruction instr-id='4389'/>
+         <instruction instr-id='4389' subinstr-id='2'/>
+         <instruction instr-id='4407' subinstr-id='2'/>
+         <instruction instr-id='4410'/>
+         <instruction instr-id='4410' subinstr-id='2'/>
+         <instruction instr-id='4410' subinstr-id='4'/>
+         <instruction instr-id='4429'/>
+         <instruction instr-id='4429' subinstr-id='2'/>
+         <instruction instr-id='4447'/>
+         <instruction instr-id='4450'/>
+         <instruction instr-id='4453'/>
+         <instruction instr-id='4453' subinstr-id='2'/>
+         <instruction instr-id='4472'/>
+         <instruction instr-id='4472' subinstr-id='2'/>
+         <instruction instr-id='4491'/>
+         <instruction instr-id='4491' subinstr-id='2'/>
+         <instruction instr-id='4509'/>
+         <instruction instr-id='4512'/>
+         <instruction instr-id='4515'/>
+         <instruction instr-id='4531'/>
+         <instruction instr-id='4531' subinstr-id='2'/>
+         <instruction instr-id='4550'/>
+         <instruction instr-id='4550' subinstr-id='2'/>
+         <instruction instr-id='4553'/>
+         <instruction instr-id='4553' subinstr-id='2'/>
+         <instruction instr-id='4572'/>
+         <instruction instr-id='4572' subinstr-id='2'/>
+         <instruction instr-id='4591'/>
+         <instruction instr-id='4591' subinstr-id='2'/>
+         <instruction instr-id='4594'/>
+         <instruction instr-id='4597'/>
+         <instruction instr-id='4597' subinstr-id='2'/>
+         <instruction instr-id='4616'/>
+         <instruction instr-id='4616' subinstr-id='2'/>
+         <instruction instr-id='4634'/>
+         <instruction instr-id='4637'/>
+         <instruction instr-id='4637' subinstr-id='2'/>
+         <instruction instr-id='4637' subinstr-id='4'/>
+         <instruction instr-id='4637' subinstr-id='6'/>
+         <instruction instr-id='4637' subinstr-id='8'/>
+         <instruction instr-id='4656'/>
+         <instruction instr-id='4656' subinstr-id='2'/>
+         <instruction instr-id='5201'/>
+         <instruction instr-id='5201' subinstr-id='2'/>
+         <instruction instr-id='5219'/>
+         <instruction instr-id='5219' subinstr-id='2'/>
+         <bounding-box x1='69' y1='423' x2='556' y2='680'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-str.xml
new file mode 100644
index 00000000..95a944ab
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037-str.xml
@@ -0,0 +1,1343 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-037-str.xml'>
+   <table id='1'>
+      <region page='1' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='0' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='69' y1='612' x2='124' y2='631'/>
+            <content>Concentration
+(ppm)</content>
+            <instruction instr-id='148' subinstr-id='0'/>
+            <instruction instr-id='148' subinstr-id='2'/>
+            <instruction instr-id='148' subinstr-id='4'/>
+            <instruction instr-id='148' subinstr-id='6'/>
+            <instruction instr-id='148' subinstr-id='8'/>
+            <instruction instr-id='148' subinstr-id='10'/>
+            <instruction instr-id='148' subinstr-id='12'/>
+            <instruction instr-id='148' subinstr-id='14'/>
+            <instruction instr-id='148' subinstr-id='16'/>
+            <instruction instr-id='148' subinstr-id='18'/>
+            <instruction instr-id='154' subinstr-id='0'/>
+            <instruction instr-id='154' subinstr-id='2'/>
+            <instruction instr-id='154' subinstr-id='4'/>
+            <instruction instr-id='154' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='3' end-row='0' end-col='4'>
+            <bounding-box x1='158' y1='671' x2='219' y2='680'/>
+            <content>Postnatal Day 1</content>
+            <instruction instr-id='73' subinstr-id='0'/>
+            <instruction instr-id='73' subinstr-id='2'/>
+            <instruction instr-id='73' subinstr-id='4'/>
+            <instruction instr-id='73' subinstr-id='6'/>
+            <instruction instr-id='73' subinstr-id='8'/>
+            <instruction instr-id='73' subinstr-id='10'/>
+            <instruction instr-id='73' subinstr-id='12'/>
+            <instruction instr-id='73' subinstr-id='14'/>
+            <instruction instr-id='73' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='6' end-row='0' end-col='7'>
+            <bounding-box x1='267' y1='671' x2='328' y2='680'/>
+            <content>Postnatal Day 4</content>
+            <instruction instr-id='83' subinstr-id='0'/>
+            <instruction instr-id='83' subinstr-id='2'/>
+            <instruction instr-id='83' subinstr-id='4'/>
+            <instruction instr-id='83' subinstr-id='6'/>
+            <instruction instr-id='83' subinstr-id='8'/>
+            <instruction instr-id='83' subinstr-id='10'/>
+            <instruction instr-id='83' subinstr-id='12'/>
+            <instruction instr-id='83' subinstr-id='14'/>
+            <instruction instr-id='83' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='8' end-row='0' end-col='9'>
+            <bounding-box x1='343' y1='671' x2='403' y2='680'/>
+            <content>Postnatal Day 7</content>
+            <instruction instr-id='91' subinstr-id='0'/>
+            <instruction instr-id='91' subinstr-id='2'/>
+            <instruction instr-id='91' subinstr-id='4'/>
+            <instruction instr-id='91' subinstr-id='6'/>
+            <instruction instr-id='91' subinstr-id='8'/>
+            <instruction instr-id='91' subinstr-id='10'/>
+            <instruction instr-id='91' subinstr-id='12'/>
+            <instruction instr-id='91' subinstr-id='14'/>
+            <instruction instr-id='91' subinstr-id='16'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='10' end-row='0' end-col='11'>
+            <bounding-box x1='414' y1='671' x2='478' y2='680'/>
+            <content>Postnatal Day 14</content>
+            <instruction instr-id='99' subinstr-id='0'/>
+            <instruction instr-id='99' subinstr-id='2'/>
+            <instruction instr-id='99' subinstr-id='4'/>
+            <instruction instr-id='99' subinstr-id='6'/>
+            <instruction instr-id='99' subinstr-id='8'/>
+            <instruction instr-id='99' subinstr-id='10'/>
+            <instruction instr-id='99' subinstr-id='12'/>
+            <instruction instr-id='99' subinstr-id='14'/>
+            <instruction instr-id='99' subinstr-id='16'/>
+            <instruction instr-id='99' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='12' end-row='0' end-col='13'>
+            <bounding-box x1='488' y1='671' x2='553' y2='680'/>
+            <content>Postnatal Day 20</content>
+            <instruction instr-id='107' subinstr-id='0'/>
+            <instruction instr-id='107' subinstr-id='2'/>
+            <instruction instr-id='107' subinstr-id='4'/>
+            <instruction instr-id='107' subinstr-id='6'/>
+            <instruction instr-id='107' subinstr-id='8'/>
+            <instruction instr-id='107' subinstr-id='10'/>
+            <instruction instr-id='107' subinstr-id='12'/>
+            <instruction instr-id='107' subinstr-id='14'/>
+            <instruction instr-id='107' subinstr-id='16'/>
+            <instruction instr-id='107' subinstr-id='18'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='133' y1='614' x2='147' y2='623'/>
+            <content>No.</content>
+            <instruction instr-id='5201' subinstr-id='0'/>
+            <instruction instr-id='5201' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='3' end-row='1' end-col='3'>
+            <bounding-box x1='154' y1='613' x2='182' y2='643'/>
+            <content>Body
+Weight
+(g)</content>
+            <instruction instr-id='186' subinstr-id='0'/>
+            <instruction instr-id='186' subinstr-id='2'/>
+            <instruction instr-id='186' subinstr-id='4'/>
+            <instruction instr-id='189' subinstr-id='0'/>
+            <instruction instr-id='189' subinstr-id='2'/>
+            <instruction instr-id='189' subinstr-id='4'/>
+            <instruction instr-id='189' subinstr-id='6'/>
+            <instruction instr-id='189' subinstr-id='8'/>
+            <instruction instr-id='195' subinstr-id='0'/>
+            <instruction instr-id='195' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='4' end-row='1' end-col='4'>
+            <bounding-box x1='189' y1='613' x2='222' y2='663'/>
+            <content>Weight
+Relative
+to
+Controls
+(%)</content>
+            <instruction instr-id='236' subinstr-id='0'/>
+            <instruction instr-id='236' subinstr-id='2'/>
+            <instruction instr-id='236' subinstr-id='4'/>
+            <instruction instr-id='236' subinstr-id='6'/>
+            <instruction instr-id='236' subinstr-id='8'/>
+            <instruction instr-id='242' subinstr-id='0'/>
+            <instruction instr-id='242' subinstr-id='2'/>
+            <instruction instr-id='242' subinstr-id='4'/>
+            <instruction instr-id='242' subinstr-id='6'/>
+            <instruction instr-id='242' subinstr-id='8'/>
+            <instruction instr-id='242' subinstr-id='10'/>
+            <instruction instr-id='249' subinstr-id='0'/>
+            <instruction instr-id='249' subinstr-id='2'/>
+            <instruction instr-id='251' subinstr-id='0'/>
+            <instruction instr-id='251' subinstr-id='2'/>
+            <instruction instr-id='251' subinstr-id='4'/>
+            <instruction instr-id='251' subinstr-id='6'/>
+            <instruction instr-id='251' subinstr-id='8'/>
+            <instruction instr-id='251' subinstr-id='10'/>
+            <instruction instr-id='258' subinstr-id='0'/>
+            <instruction instr-id='258' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='0' start-col='5' end-row='1' end-col='5'>
+            <bounding-box x1='237' y1='613' x2='250' y2='622'/>
+            <content>No.</content>
+            <instruction instr-id='5219' subinstr-id='0'/>
+            <instruction instr-id='5219' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='6' end-row='1' end-col='6'>
+            <bounding-box x1='264' y1='613' x2='292' y2='643'/>
+            <content>Body
+Weight
+(g)</content>
+            <instruction instr-id='273' subinstr-id='0'/>
+            <instruction instr-id='273' subinstr-id='2'/>
+            <instruction instr-id='273' subinstr-id='4'/>
+            <instruction instr-id='276' subinstr-id='0'/>
+            <instruction instr-id='276' subinstr-id='2'/>
+            <instruction instr-id='276' subinstr-id='4'/>
+            <instruction instr-id='276' subinstr-id='6'/>
+            <instruction instr-id='276' subinstr-id='8'/>
+            <instruction instr-id='282' subinstr-id='0'/>
+            <instruction instr-id='282' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='7' end-row='1' end-col='7'>
+            <bounding-box x1='298' y1='613' x2='331' y2='663'/>
+            <content>Weight
+Relative
+to
+Controls
+(%)</content>
+            <instruction instr-id='307' subinstr-id='0'/>
+            <instruction instr-id='307' subinstr-id='2'/>
+            <instruction instr-id='307' subinstr-id='4'/>
+            <instruction instr-id='307' subinstr-id='6'/>
+            <instruction instr-id='307' subinstr-id='8'/>
+            <instruction instr-id='313' subinstr-id='0'/>
+            <instruction instr-id='313' subinstr-id='2'/>
+            <instruction instr-id='313' subinstr-id='4'/>
+            <instruction instr-id='313' subinstr-id='6'/>
+            <instruction instr-id='313' subinstr-id='8'/>
+            <instruction instr-id='313' subinstr-id='10'/>
+            <instruction instr-id='320' subinstr-id='0'/>
+            <instruction instr-id='320' subinstr-id='2'/>
+            <instruction instr-id='322' subinstr-id='0'/>
+            <instruction instr-id='322' subinstr-id='2'/>
+            <instruction instr-id='322' subinstr-id='4'/>
+            <instruction instr-id='322' subinstr-id='6'/>
+            <instruction instr-id='322' subinstr-id='8'/>
+            <instruction instr-id='322' subinstr-id='10'/>
+            <instruction instr-id='349' subinstr-id='0'/>
+            <instruction instr-id='349' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='8' end-row='1' end-col='8'>
+            <bounding-box x1='339' y1='613' x2='367' y2='643'/>
+            <content>Body
+Weight
+(g)</content>
+            <instruction instr-id='380' subinstr-id='0'/>
+            <instruction instr-id='380' subinstr-id='2'/>
+            <instruction instr-id='380' subinstr-id='4'/>
+            <instruction instr-id='383' subinstr-id='0'/>
+            <instruction instr-id='383' subinstr-id='2'/>
+            <instruction instr-id='383' subinstr-id='4'/>
+            <instruction instr-id='383' subinstr-id='6'/>
+            <instruction instr-id='383' subinstr-id='8'/>
+            <instruction instr-id='389' subinstr-id='0'/>
+            <instruction instr-id='389' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='9' end-row='1' end-col='9'>
+            <bounding-box x1='374' y1='613' x2='408' y2='663'/>
+            <content>Weight
+Relative
+to
+Controls
+(%)</content>
+            <instruction instr-id='415' subinstr-id='0'/>
+            <instruction instr-id='415' subinstr-id='2'/>
+            <instruction instr-id='415' subinstr-id='4'/>
+            <instruction instr-id='415' subinstr-id='6'/>
+            <instruction instr-id='415' subinstr-id='8'/>
+            <instruction instr-id='419' subinstr-id='0'/>
+            <instruction instr-id='419' subinstr-id='2'/>
+            <instruction instr-id='419' subinstr-id='4'/>
+            <instruction instr-id='419' subinstr-id='6'/>
+            <instruction instr-id='419' subinstr-id='8'/>
+            <instruction instr-id='419' subinstr-id='10'/>
+            <instruction instr-id='421' subinstr-id='0'/>
+            <instruction instr-id='421' subinstr-id='2'/>
+            <instruction instr-id='423' subinstr-id='0'/>
+            <instruction instr-id='423' subinstr-id='2'/>
+            <instruction instr-id='423' subinstr-id='4'/>
+            <instruction instr-id='423' subinstr-id='6'/>
+            <instruction instr-id='423' subinstr-id='8'/>
+            <instruction instr-id='423' subinstr-id='10'/>
+            <instruction instr-id='450' subinstr-id='0'/>
+            <instruction instr-id='450' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='10' end-row='1' end-col='10'>
+            <bounding-box x1='413' y1='613' x2='441' y2='643'/>
+            <content>Body
+Weight
+(g)</content>
+            <instruction instr-id='481' subinstr-id='0'/>
+            <instruction instr-id='481' subinstr-id='2'/>
+            <instruction instr-id='481' subinstr-id='4'/>
+            <instruction instr-id='484' subinstr-id='0'/>
+            <instruction instr-id='484' subinstr-id='2'/>
+            <instruction instr-id='484' subinstr-id='4'/>
+            <instruction instr-id='484' subinstr-id='6'/>
+            <instruction instr-id='484' subinstr-id='8'/>
+            <instruction instr-id='490' subinstr-id='2'/>
+            <instruction instr-id='490' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='11' end-row='1' end-col='11'>
+            <bounding-box x1='446' y1='613' x2='480' y2='663'/>
+            <content>Weight
+Relative
+to
+Controls
+(%)</content>
+            <instruction instr-id='516' subinstr-id='0'/>
+            <instruction instr-id='516' subinstr-id='2'/>
+            <instruction instr-id='516' subinstr-id='4'/>
+            <instruction instr-id='516' subinstr-id='6'/>
+            <instruction instr-id='516' subinstr-id='8'/>
+            <instruction instr-id='520' subinstr-id='0'/>
+            <instruction instr-id='520' subinstr-id='2'/>
+            <instruction instr-id='520' subinstr-id='4'/>
+            <instruction instr-id='520' subinstr-id='6'/>
+            <instruction instr-id='520' subinstr-id='8'/>
+            <instruction instr-id='520' subinstr-id='10'/>
+            <instruction instr-id='522' subinstr-id='0'/>
+            <instruction instr-id='522' subinstr-id='2'/>
+            <instruction instr-id='524' subinstr-id='0'/>
+            <instruction instr-id='524' subinstr-id='2'/>
+            <instruction instr-id='524' subinstr-id='4'/>
+            <instruction instr-id='524' subinstr-id='6'/>
+            <instruction instr-id='524' subinstr-id='8'/>
+            <instruction instr-id='524' subinstr-id='10'/>
+            <instruction instr-id='551' subinstr-id='0'/>
+            <instruction instr-id='551' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='12' end-row='1' end-col='12'>
+            <bounding-box x1='487' y1='613' x2='515' y2='643'/>
+            <content>Body
+Weight
+(g)</content>
+            <instruction instr-id='580' subinstr-id='0'/>
+            <instruction instr-id='580' subinstr-id='2'/>
+            <instruction instr-id='580' subinstr-id='4'/>
+            <instruction instr-id='583' subinstr-id='0'/>
+            <instruction instr-id='583' subinstr-id='2'/>
+            <instruction instr-id='583' subinstr-id='4'/>
+            <instruction instr-id='583' subinstr-id='6'/>
+            <instruction instr-id='583' subinstr-id='8'/>
+            <instruction instr-id='589' subinstr-id='2'/>
+            <instruction instr-id='589' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='13' end-row='1' end-col='13'>
+            <bounding-box x1='512' y1='613' x2='556' y2='663'/>
+            <content>Weight
+Relative
+to
+t Controls
+(%)</content>
+            <instruction instr-id='583' subinstr-id='8'/>
+            <instruction instr-id='615' subinstr-id='0'/>
+            <instruction instr-id='615' subinstr-id='2'/>
+            <instruction instr-id='615' subinstr-id='4'/>
+            <instruction instr-id='615' subinstr-id='6'/>
+            <instruction instr-id='615' subinstr-id='8'/>
+            <instruction instr-id='619' subinstr-id='0'/>
+            <instruction instr-id='619' subinstr-id='2'/>
+            <instruction instr-id='619' subinstr-id='4'/>
+            <instruction instr-id='619' subinstr-id='6'/>
+            <instruction instr-id='619' subinstr-id='8'/>
+            <instruction instr-id='619' subinstr-id='10'/>
+            <instruction instr-id='621' subinstr-id='0'/>
+            <instruction instr-id='621' subinstr-id='2'/>
+            <instruction instr-id='623' subinstr-id='0'/>
+            <instruction instr-id='623' subinstr-id='2'/>
+            <instruction instr-id='623' subinstr-id='4'/>
+            <instruction instr-id='623' subinstr-id='6'/>
+            <instruction instr-id='623' subinstr-id='8'/>
+            <instruction instr-id='623' subinstr-id='10'/>
+            <instruction instr-id='650' subinstr-id='0'/>
+            <instruction instr-id='650' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='72' y1='583' x2='91' y2='592'/>
+            <content>Male</content>
+            <instruction instr-id='946' subinstr-id='0'/>
+            <instruction instr-id='946' subinstr-id='2'/>
+            <instruction instr-id='946' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='99' y1='563' x2='103' y2='571'/>
+            <content>0</content>
+            <instruction instr-id='1172' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='137' y1='563' x2='145' y2='571'/>
+            <content>39</content>
+            <instruction instr-id='1188' subinstr-id='0'/>
+            <instruction instr-id='1188' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='3' end-row='3' end-col='3'>
+            <bounding-box x1='162' y1='563' x2='172' y2='571'/>
+            <content>5.8</content>
+            <instruction instr-id='1207' subinstr-id='0'/>
+            <instruction instr-id='1207' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='5' end-row='3' end-col='5'>
+            <bounding-box x1='241' y1='563' x2='249' y2='571'/>
+            <content>10</content>
+            <instruction instr-id='1241' subinstr-id='0'/>
+            <instruction instr-id='1241' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='6' end-row='3' end-col='6'>
+            <bounding-box x1='270' y1='563' x2='280' y2='571'/>
+            <content>8.8</content>
+            <instruction instr-id='1260' subinstr-id='0'/>
+            <instruction instr-id='1260' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='8' end-row='3' end-col='8'>
+            <bounding-box x1='342' y1='563' x2='357' y2='571'/>
+            <content>13.5</content>
+            <instruction instr-id='1294' subinstr-id='0'/>
+            <instruction instr-id='1294' subinstr-id='2'/>
+            <instruction instr-id='1294' subinstr-id='4'/>
+            <instruction instr-id='1294' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='10' end-row='3' end-col='10'>
+            <bounding-box x1='418' y1='563' x2='432' y2='571'/>
+            <content>25.7</content>
+            <instruction instr-id='1327' subinstr-id='-1'/>
+            <instruction instr-id='1330' subinstr-id='0'/>
+            <instruction instr-id='1330' subinstr-id='2'/>
+            <instruction instr-id='1330' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='12' end-row='3' end-col='12'>
+            <bounding-box x1='495' y1='563' x2='509' y2='571'/>
+            <content>35.0</content>
+            <instruction instr-id='1364' subinstr-id='0'/>
+            <instruction instr-id='1364' subinstr-id='2'/>
+            <instruction instr-id='1367' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='91' y1='554' x2='103' y2='562'/>
+            <content>250</content>
+            <instruction instr-id='1403' subinstr-id='0'/>
+            <instruction instr-id='1403' subinstr-id='2'/>
+            <instruction instr-id='1403' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='137' y1='554' x2='145' y2='562'/>
+            <content>30</content>
+            <instruction instr-id='1422' subinstr-id='0'/>
+            <instruction instr-id='1422' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='162' y1='554' x2='172' y2='562'/>
+            <content>5.9</content>
+            <instruction instr-id='1441' subinstr-id='0'/>
+            <instruction instr-id='1441' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='4' end-row='4' end-col='4'>
+            <bounding-box x1='199' y1='554' x2='211' y2='562'/>
+            <content>102</content>
+            <instruction instr-id='1460' subinstr-id='0'/>
+            <instruction instr-id='1460' subinstr-id='2'/>
+            <instruction instr-id='1460' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='5' end-row='4' end-col='5'>
+            <bounding-box x1='241' y1='554' x2='249' y2='562'/>
+            <content>10</content>
+            <instruction instr-id='1479' subinstr-id='0'/>
+            <instruction instr-id='1479' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='6' end-row='4' end-col='6'>
+            <bounding-box x1='270' y1='554' x2='280' y2='562'/>
+            <content>9.0</content>
+            <instruction instr-id='1497' subinstr-id='-1'/>
+            <instruction instr-id='1500' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='7' end-row='4' end-col='7'>
+            <bounding-box x1='312' y1='554' x2='324' y2='562'/>
+            <content>102</content>
+            <instruction instr-id='1519' subinstr-id='0'/>
+            <instruction instr-id='1519' subinstr-id='2'/>
+            <instruction instr-id='1519' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='8' end-row='4' end-col='8'>
+            <bounding-box x1='342' y1='554' x2='357' y2='562'/>
+            <content>13.6</content>
+            <instruction instr-id='1538' subinstr-id='0'/>
+            <instruction instr-id='1538' subinstr-id='2'/>
+            <instruction instr-id='1538' subinstr-id='4'/>
+            <instruction instr-id='1538' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='9' end-row='4' end-col='9'>
+            <bounding-box x1='386' y1='554' x2='398' y2='562'/>
+            <content>101</content>
+            <instruction instr-id='1557' subinstr-id='0'/>
+            <instruction instr-id='1557' subinstr-id='2'/>
+            <instruction instr-id='1557' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='10' end-row='4' end-col='10'>
+            <bounding-box x1='418' y1='554' x2='432' y2='562'/>
+            <content>26.2</content>
+            <instruction instr-id='1576' subinstr-id='0'/>
+            <instruction instr-id='1576' subinstr-id='2'/>
+            <instruction instr-id='1579' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='11' end-row='4' end-col='11'>
+            <bounding-box x1='458' y1='554' x2='470' y2='562'/>
+            <content>102</content>
+            <instruction instr-id='1598' subinstr-id='0'/>
+            <instruction instr-id='1598' subinstr-id='2'/>
+            <instruction instr-id='1598' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='12' end-row='4' end-col='12'>
+            <bounding-box x1='495' y1='554' x2='509' y2='562'/>
+            <content>35.8</content>
+            <instruction instr-id='1616' subinstr-id='-1'/>
+            <instruction instr-id='1619' subinstr-id='0'/>
+            <instruction instr-id='1619' subinstr-id='2'/>
+            <instruction instr-id='1619' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='13' end-row='4' end-col='13'>
+            <bounding-box x1='534' y1='554' x2='546' y2='562'/>
+            <content>102</content>
+            <instruction instr-id='1638' subinstr-id='0'/>
+            <instruction instr-id='1638' subinstr-id='2'/>
+            <instruction instr-id='1638' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='91' y1='545' x2='103' y2='553'/>
+            <content>500</content>
+            <instruction instr-id='1659' subinstr-id='0'/>
+            <instruction instr-id='1659' subinstr-id='2'/>
+            <instruction instr-id='1659' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='137' y1='545' x2='145' y2='553'/>
+            <content>33</content>
+            <instruction instr-id='1678' subinstr-id='0'/>
+            <instruction instr-id='1678' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='162' y1='545' x2='172' y2='553'/>
+            <content>6.0</content>
+            <instruction instr-id='1696' subinstr-id='-1'/>
+            <instruction instr-id='1699' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='4' end-row='5' end-col='4'>
+            <bounding-box x1='199' y1='545' x2='211' y2='553'/>
+            <content>103</content>
+            <instruction instr-id='1718' subinstr-id='0'/>
+            <instruction instr-id='1718' subinstr-id='2'/>
+            <instruction instr-id='1718' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='5' end-row='5' end-col='5'>
+            <bounding-box x1='241' y1='545' x2='249' y2='553'/>
+            <content>10</content>
+            <instruction instr-id='1737' subinstr-id='0'/>
+            <instruction instr-id='1737' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='6' end-row='5' end-col='6'>
+            <bounding-box x1='270' y1='545' x2='280' y2='553'/>
+            <content>8.6</content>
+            <instruction instr-id='1756' subinstr-id='0'/>
+            <instruction instr-id='1756' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='7' end-row='5' end-col='7'>
+            <bounding-box x1='315' y1='545' x2='324' y2='553'/>
+            <content>98</content>
+            <instruction instr-id='1775' subinstr-id='0'/>
+            <instruction instr-id='1775' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='8' end-row='5' end-col='8'>
+            <bounding-box x1='342' y1='545' x2='357' y2='553'/>
+            <content>13.0</content>
+            <instruction instr-id='1794' subinstr-id='0'/>
+            <instruction instr-id='1794' subinstr-id='2'/>
+            <instruction instr-id='1797' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='9' end-row='5' end-col='9'>
+            <bounding-box x1='390' y1='545' x2='398' y2='553'/>
+            <content>96</content>
+            <instruction instr-id='1816' subinstr-id='0'/>
+            <instruction instr-id='1816' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='10' end-row='5' end-col='10'>
+            <bounding-box x1='418' y1='545' x2='432' y2='553'/>
+            <content>25.1</content>
+            <instruction instr-id='1835' subinstr-id='0'/>
+            <instruction instr-id='1835' subinstr-id='2'/>
+            <instruction instr-id='1838' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='11' end-row='5' end-col='11'>
+            <bounding-box x1='462' y1='545' x2='470' y2='553'/>
+            <content>98</content>
+            <instruction instr-id='1857' subinstr-id='0'/>
+            <instruction instr-id='1857' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='12' end-row='5' end-col='12'>
+            <bounding-box x1='495' y1='545' x2='509' y2='553'/>
+            <content>34.7</content>
+            <instruction instr-id='1875' subinstr-id='-1'/>
+            <instruction instr-id='1878' subinstr-id='0'/>
+            <instruction instr-id='1878' subinstr-id='2'/>
+            <instruction instr-id='1878' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='13' end-row='5' end-col='13'>
+            <bounding-box x1='537' y1='545' x2='546' y2='553'/>
+            <content>99</content>
+            <instruction instr-id='1897' subinstr-id='0'/>
+            <instruction instr-id='1897' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='85' y1='535' x2='103' y2='543'/>
+            <content>1,000</content>
+            <instruction instr-id='1918' subinstr-id='0'/>
+            <instruction instr-id='1918' subinstr-id='2'/>
+            <instruction instr-id='1921' subinstr-id='0'/>
+            <instruction instr-id='1921' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='137' y1='535' x2='145' y2='543'/>
+            <content>31</content>
+            <instruction instr-id='1940' subinstr-id='0'/>
+            <instruction instr-id='1940' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='162' y1='535' x2='172' y2='543'/>
+            <content>5.8</content>
+            <instruction instr-id='1959' subinstr-id='0'/>
+            <instruction instr-id='1959' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='4' end-row='6' end-col='4'>
+            <bounding-box x1='199' y1='535' x2='211' y2='543'/>
+            <content>100</content>
+            <instruction instr-id='1978' subinstr-id='0'/>
+            <instruction instr-id='1978' subinstr-id='2'/>
+            <instruction instr-id='1978' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='5' end-row='6' end-col='5'>
+            <bounding-box x1='241' y1='535' x2='249' y2='543'/>
+            <content>10</content>
+            <instruction instr-id='1997' subinstr-id='0'/>
+            <instruction instr-id='1997' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='6' end-row='6' end-col='6'>
+            <bounding-box x1='270' y1='535' x2='280' y2='543'/>
+            <content>8.4</content>
+            <instruction instr-id='2016' subinstr-id='0'/>
+            <instruction instr-id='2016' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='7' end-row='6' end-col='7'>
+            <bounding-box x1='315' y1='535' x2='324' y2='543'/>
+            <content>96</content>
+            <instruction instr-id='2035' subinstr-id='0'/>
+            <instruction instr-id='2035' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='8' end-row='6' end-col='8'>
+            <bounding-box x1='342' y1='535' x2='357' y2='543'/>
+            <content>13.0</content>
+            <instruction instr-id='2054' subinstr-id='0'/>
+            <instruction instr-id='2054' subinstr-id='2'/>
+            <instruction instr-id='2057' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='9' end-row='6' end-col='9'>
+            <bounding-box x1='390' y1='535' x2='398' y2='543'/>
+            <content>96</content>
+            <instruction instr-id='2076' subinstr-id='0'/>
+            <instruction instr-id='2076' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='10' end-row='6' end-col='10'>
+            <bounding-box x1='418' y1='535' x2='432' y2='543'/>
+            <content>24.9</content>
+            <instruction instr-id='2094' subinstr-id='-1'/>
+            <instruction instr-id='2097' subinstr-id='0'/>
+            <instruction instr-id='2097' subinstr-id='2'/>
+            <instruction instr-id='2097' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='11' end-row='6' end-col='11'>
+            <bounding-box x1='462' y1='535' x2='470' y2='543'/>
+            <content>97</content>
+            <instruction instr-id='2116' subinstr-id='0'/>
+            <instruction instr-id='2116' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='12' end-row='6' end-col='12'>
+            <bounding-box x1='495' y1='535' x2='509' y2='543'/>
+            <content>34.5</content>
+            <instruction instr-id='2134' subinstr-id='-1'/>
+            <instruction instr-id='2137' subinstr-id='0'/>
+            <instruction instr-id='2137' subinstr-id='2'/>
+            <instruction instr-id='2137' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='13' end-row='6' end-col='13'>
+            <bounding-box x1='537' y1='535' x2='546' y2='543'/>
+            <content>99</content>
+            <instruction instr-id='2156' subinstr-id='0'/>
+            <instruction instr-id='2156' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='85' y1='526' x2='103' y2='534'/>
+            <content>2,000</content>
+            <instruction instr-id='2174' subinstr-id='2'/>
+            <instruction instr-id='2177' subinstr-id='0'/>
+            <instruction instr-id='2177' subinstr-id='2'/>
+            <instruction instr-id='2177' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='137' y1='526' x2='145' y2='534'/>
+            <content>38</content>
+            <instruction instr-id='2196' subinstr-id='0'/>
+            <instruction instr-id='2196' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='162' y1='526' x2='172' y2='534'/>
+            <content>5.8</content>
+            <instruction instr-id='2215' subinstr-id='0'/>
+            <instruction instr-id='2215' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='4' end-row='7' end-col='4'>
+            <bounding-box x1='199' y1='526' x2='211' y2='534'/>
+            <content>100</content>
+            <instruction instr-id='2234' subinstr-id='0'/>
+            <instruction instr-id='2234' subinstr-id='2'/>
+            <instruction instr-id='2234' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='5' end-row='7' end-col='5'>
+            <bounding-box x1='241' y1='526' x2='249' y2='534'/>
+            <content>10</content>
+            <instruction instr-id='2253' subinstr-id='0'/>
+            <instruction instr-id='2253' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='6' end-row='7' end-col='6'>
+            <bounding-box x1='270' y1='526' x2='280' y2='534'/>
+            <content>8.8</content>
+            <instruction instr-id='2271' subinstr-id='-1'/>
+            <instruction instr-id='2274' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='7' end-row='7' end-col='7'>
+            <bounding-box x1='312' y1='526' x2='324' y2='534'/>
+            <content>100</content>
+            <instruction instr-id='2293' subinstr-id='0'/>
+            <instruction instr-id='2293' subinstr-id='2'/>
+            <instruction instr-id='2293' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='8' end-row='7' end-col='8'>
+            <bounding-box x1='342' y1='526' x2='357' y2='534'/>
+            <content>12.9</content>
+            <instruction instr-id='2312' subinstr-id='0'/>
+            <instruction instr-id='2312' subinstr-id='2'/>
+            <instruction instr-id='2312' subinstr-id='4'/>
+            <instruction instr-id='2312' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='9' end-row='7' end-col='9'>
+            <bounding-box x1='390' y1='526' x2='398' y2='534'/>
+            <content>96</content>
+            <instruction instr-id='2331' subinstr-id='0'/>
+            <instruction instr-id='2331' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='10' end-row='7' end-col='10'>
+            <bounding-box x1='418' y1='526' x2='432' y2='534'/>
+            <content>24.6</content>
+            <instruction instr-id='2349' subinstr-id='-1'/>
+            <instruction instr-id='2352' subinstr-id='0'/>
+            <instruction instr-id='2352' subinstr-id='2'/>
+            <instruction instr-id='2352' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='11' end-row='7' end-col='11'>
+            <bounding-box x1='462' y1='526' x2='470' y2='534'/>
+            <content>96</content>
+            <instruction instr-id='2371' subinstr-id='0'/>
+            <instruction instr-id='2371' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='12' end-row='7' end-col='12'>
+            <bounding-box x1='495' y1='526' x2='517' y2='534'/>
+            <content>31.6**</content>
+            <instruction instr-id='2389' subinstr-id='-1'/>
+            <instruction instr-id='2392' subinstr-id='0'/>
+            <instruction instr-id='2392' subinstr-id='2'/>
+            <instruction instr-id='2392' subinstr-id='4'/>
+            <instruction instr-id='2392' subinstr-id='6'/>
+            <instruction instr-id='2392' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='13' end-row='7' end-col='13'>
+            <bounding-box x1='537' y1='526' x2='546' y2='534'/>
+            <content>90</content>
+            <instruction instr-id='2411' subinstr-id='0'/>
+            <instruction instr-id='2411' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='85' y1='517' x2='103' y2='525'/>
+            <content>4,000</content>
+            <instruction instr-id='2429' subinstr-id='2'/>
+            <instruction instr-id='2432' subinstr-id='0'/>
+            <instruction instr-id='2432' subinstr-id='2'/>
+            <instruction instr-id='2432' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='137' y1='517' x2='145' y2='525'/>
+            <content>27</content>
+            <instruction instr-id='2451' subinstr-id='0'/>
+            <instruction instr-id='2451' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='162' y1='517' x2='180' y2='525'/>
+            <content>5.3**</content>
+            <instruction instr-id='2470' subinstr-id='0'/>
+            <instruction instr-id='2470' subinstr-id='2'/>
+            <instruction instr-id='2470' subinstr-id='4'/>
+            <instruction instr-id='2470' subinstr-id='6'/>
+            <instruction instr-id='2470' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='4' end-row='8' end-col='4'>
+            <bounding-box x1='203' y1='517' x2='211' y2='525'/>
+            <content>91</content>
+            <instruction instr-id='2489' subinstr-id='0'/>
+            <instruction instr-id='2489' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='5' end-row='8' end-col='5'>
+            <bounding-box x1='241' y1='517' x2='249' y2='525'/>
+            <content>10</content>
+            <instruction instr-id='2508' subinstr-id='0'/>
+            <instruction instr-id='2508' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='6' end-row='8' end-col='6'>
+            <bounding-box x1='270' y1='517' x2='288' y2='525'/>
+            <content>7.5**</content>
+            <instruction instr-id='2527' subinstr-id='0'/>
+            <instruction instr-id='2527' subinstr-id='2'/>
+            <instruction instr-id='2530' subinstr-id='0'/>
+            <instruction instr-id='2530' subinstr-id='2'/>
+            <instruction instr-id='2530' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='7' end-row='8' end-col='7'>
+            <bounding-box x1='315' y1='517' x2='324' y2='525'/>
+            <content>85</content>
+            <instruction instr-id='2549' subinstr-id='0'/>
+            <instruction instr-id='2549' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='8' end-row='8' end-col='8'>
+            <bounding-box x1='342' y1='517' x2='365' y2='525'/>
+            <content>10.4**</content>
+            <instruction instr-id='2568' subinstr-id='0'/>
+            <instruction instr-id='2568' subinstr-id='2'/>
+            <instruction instr-id='2568' subinstr-id='4'/>
+            <instruction instr-id='2568' subinstr-id='6'/>
+            <instruction instr-id='2568' subinstr-id='8'/>
+            <instruction instr-id='2568' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='9' end-row='8' end-col='9'>
+            <bounding-box x1='390' y1='517' x2='398' y2='525'/>
+            <content>77</content>
+            <instruction instr-id='2587' subinstr-id='0'/>
+            <instruction instr-id='2587' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='10' end-row='8' end-col='10'>
+            <bounding-box x1='418' y1='517' x2='440' y2='525'/>
+            <content>16.8**</content>
+            <instruction instr-id='2605' subinstr-id='-1'/>
+            <instruction instr-id='2608' subinstr-id='0'/>
+            <instruction instr-id='2608' subinstr-id='2'/>
+            <instruction instr-id='2608' subinstr-id='4'/>
+            <instruction instr-id='2608' subinstr-id='6'/>
+            <instruction instr-id='2608' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='11' end-row='8' end-col='11'>
+            <bounding-box x1='462' y1='517' x2='470' y2='525'/>
+            <content>65</content>
+            <instruction instr-id='2627' subinstr-id='0'/>
+            <instruction instr-id='2627' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='12' end-row='8' end-col='12'>
+            <bounding-box x1='495' y1='517' x2='517' y2='525'/>
+            <content>19.8**</content>
+            <instruction instr-id='2646' subinstr-id='0'/>
+            <instruction instr-id='2646' subinstr-id='2'/>
+            <instruction instr-id='2646' subinstr-id='4'/>
+            <instruction instr-id='2646' subinstr-id='6'/>
+            <instruction instr-id='2646' subinstr-id='8'/>
+            <instruction instr-id='2646' subinstr-id='10'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='13' end-row='8' end-col='13'>
+            <bounding-box x1='537' y1='517' x2='546' y2='525'/>
+            <content>57</content>
+            <instruction instr-id='2665' subinstr-id='0'/>
+            <instruction instr-id='2665' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='9' start-col='1' end-row='9' end-col='1'>
+            <bounding-box x1='72' y1='488' x2='99' y2='497'/>
+            <content>Female</content>
+            <instruction instr-id='3087' subinstr-id='0'/>
+            <instruction instr-id='3087' subinstr-id='2'/>
+            <instruction instr-id='3087' subinstr-id='4'/>
+            <instruction instr-id='3087' subinstr-id='6'/>
+            <instruction instr-id='3087' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='1' end-row='10' end-col='1'>
+            <bounding-box x1='99' y1='469' x2='103' y2='477'/>
+            <content>0</content>
+            <instruction instr-id='3310' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='2' end-row='10' end-col='2'>
+            <bounding-box x1='137' y1='469' x2='145' y2='477'/>
+            <content>23</content>
+            <instruction instr-id='3326' subinstr-id='0'/>
+            <instruction instr-id='3326' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='3' end-row='10' end-col='3'>
+            <bounding-box x1='162' y1='469' x2='172' y2='477'/>
+            <content>5.4</content>
+            <instruction instr-id='3344' subinstr-id='-1'/>
+            <instruction instr-id='3347' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='5' end-row='10' end-col='5'>
+            <bounding-box x1='241' y1='469' x2='249' y2='477'/>
+            <content>10</content>
+            <instruction instr-id='3381' subinstr-id='0'/>
+            <instruction instr-id='3381' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='6' end-row='10' end-col='6'>
+            <bounding-box x1='270' y1='469' x2='280' y2='477'/>
+            <content>8.2</content>
+            <instruction instr-id='3399' subinstr-id='-1'/>
+            <instruction instr-id='3402' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='8' end-row='10' end-col='8'>
+            <bounding-box x1='344' y1='469' x2='358' y2='477'/>
+            <content>12.7</content>
+            <instruction instr-id='3436' subinstr-id='0'/>
+            <instruction instr-id='3436' subinstr-id='2'/>
+            <instruction instr-id='3436' subinstr-id='4'/>
+            <instruction instr-id='3436' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='10' end-row='10' end-col='10'>
+            <bounding-box x1='418' y1='469' x2='432' y2='477'/>
+            <content>24.7</content>
+            <instruction instr-id='3469' subinstr-id='-1'/>
+            <instruction instr-id='3472' subinstr-id='0'/>
+            <instruction instr-id='3472' subinstr-id='2'/>
+            <instruction instr-id='3472' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='10' start-col='12' end-row='10' end-col='12'>
+            <bounding-box x1='495' y1='469' x2='509' y2='477'/>
+            <content>33.6</content>
+            <instruction instr-id='3505' subinstr-id='-1'/>
+            <instruction instr-id='3508' subinstr-id='0'/>
+            <instruction instr-id='3508' subinstr-id='2'/>
+            <instruction instr-id='3508' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='1' end-row='11' end-col='1'>
+            <bounding-box x1='91' y1='460' x2='103' y2='468'/>
+            <content>250</content>
+            <instruction instr-id='3544' subinstr-id='0'/>
+            <instruction instr-id='3544' subinstr-id='2'/>
+            <instruction instr-id='3544' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='2' end-row='11' end-col='2'>
+            <bounding-box x1='137' y1='460' x2='145' y2='468'/>
+            <content>34</content>
+            <instruction instr-id='3563' subinstr-id='0'/>
+            <instruction instr-id='3563' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='3' end-row='11' end-col='3'>
+            <bounding-box x1='162' y1='460' x2='172' y2='468'/>
+            <content>5.6</content>
+            <instruction instr-id='3582' subinstr-id='0'/>
+            <instruction instr-id='3582' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='4' end-row='11' end-col='4'>
+            <bounding-box x1='200' y1='460' x2='212' y2='468'/>
+            <content>104</content>
+            <instruction instr-id='3601' subinstr-id='0'/>
+            <instruction instr-id='3601' subinstr-id='2'/>
+            <instruction instr-id='3601' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='5' end-row='11' end-col='5'>
+            <bounding-box x1='241' y1='460' x2='249' y2='468'/>
+            <content>10</content>
+            <instruction instr-id='3620' subinstr-id='0'/>
+            <instruction instr-id='3620' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='6' end-row='11' end-col='6'>
+            <bounding-box x1='270' y1='460' x2='280' y2='468'/>
+            <content>8.5</content>
+            <instruction instr-id='3639' subinstr-id='0'/>
+            <instruction instr-id='3639' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='7' end-row='11' end-col='7'>
+            <bounding-box x1='312' y1='460' x2='324' y2='468'/>
+            <content>104</content>
+            <instruction instr-id='3658' subinstr-id='0'/>
+            <instruction instr-id='3658' subinstr-id='2'/>
+            <instruction instr-id='3661' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='8' end-row='11' end-col='8'>
+            <bounding-box x1='344' y1='460' x2='358' y2='468'/>
+            <content>12.9</content>
+            <instruction instr-id='3676' subinstr-id='-1'/>
+            <instruction instr-id='3679' subinstr-id='0'/>
+            <instruction instr-id='3679' subinstr-id='2'/>
+            <instruction instr-id='3679' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='9' end-row='11' end-col='9'>
+            <bounding-box x1='385' y1='460' x2='397' y2='468'/>
+            <content>102</content>
+            <instruction instr-id='3698' subinstr-id='0'/>
+            <instruction instr-id='3698' subinstr-id='2'/>
+            <instruction instr-id='3698' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='10' end-row='11' end-col='10'>
+            <bounding-box x1='418' y1='460' x2='432' y2='468'/>
+            <content>24.7</content>
+            <instruction instr-id='3716' subinstr-id='-1'/>
+            <instruction instr-id='3719' subinstr-id='0'/>
+            <instruction instr-id='3719' subinstr-id='2'/>
+            <instruction instr-id='3719' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='11' end-row='11' end-col='11'>
+            <bounding-box x1='458' y1='460' x2='470' y2='468'/>
+            <content>100</content>
+            <instruction instr-id='3738' subinstr-id='0'/>
+            <instruction instr-id='3738' subinstr-id='2'/>
+            <instruction instr-id='3738' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='12' end-row='11' end-col='12'>
+            <bounding-box x1='495' y1='460' x2='509' y2='468'/>
+            <content>33.9</content>
+            <instruction instr-id='3756' subinstr-id='-1'/>
+            <instruction instr-id='3759' subinstr-id='0'/>
+            <instruction instr-id='3759' subinstr-id='2'/>
+            <instruction instr-id='3759' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='11' start-col='13' end-row='11' end-col='13'>
+            <bounding-box x1='534' y1='460' x2='546' y2='468'/>
+            <content>101</content>
+            <instruction instr-id='3778' subinstr-id='0'/>
+            <instruction instr-id='3778' subinstr-id='2'/>
+            <instruction instr-id='3778' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='1' end-row='12' end-col='1'>
+            <bounding-box x1='91' y1='450' x2='103' y2='458'/>
+            <content>500</content>
+            <instruction instr-id='3794' subinstr-id='0'/>
+            <instruction instr-id='3794' subinstr-id='2'/>
+            <instruction instr-id='3794' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='2' end-row='12' end-col='2'>
+            <bounding-box x1='137' y1='450' x2='145' y2='458'/>
+            <content>32</content>
+            <instruction instr-id='3800' subinstr-id='0'/>
+            <instruction instr-id='3800' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='3' end-row='12' end-col='3'>
+            <bounding-box x1='162' y1='450' x2='172' y2='458'/>
+            <content>5.4</content>
+            <instruction instr-id='3806' subinstr-id='0'/>
+            <instruction instr-id='3806' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='4' end-row='12' end-col='4'>
+            <bounding-box x1='200' y1='450' x2='212' y2='458'/>
+            <content>100</content>
+            <instruction instr-id='3812' subinstr-id='0'/>
+            <instruction instr-id='3812' subinstr-id='2'/>
+            <instruction instr-id='3812' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='5' end-row='12' end-col='5'>
+            <bounding-box x1='241' y1='450' x2='249' y2='458'/>
+            <content>10</content>
+            <instruction instr-id='3818' subinstr-id='0'/>
+            <instruction instr-id='3818' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='6' end-row='12' end-col='6'>
+            <bounding-box x1='270' y1='450' x2='280' y2='458'/>
+            <content>8.2</content>
+            <instruction instr-id='3821' subinstr-id='2'/>
+            <instruction instr-id='3824' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='7' end-row='12' end-col='7'>
+            <bounding-box x1='312' y1='450' x2='324' y2='458'/>
+            <content>100</content>
+            <instruction instr-id='3830' subinstr-id='0'/>
+            <instruction instr-id='3830' subinstr-id='2'/>
+            <instruction instr-id='3830' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='8' end-row='12' end-col='8'>
+            <bounding-box x1='344' y1='450' x2='358' y2='458'/>
+            <content>12.7</content>
+            <instruction instr-id='3833' subinstr-id='2'/>
+            <instruction instr-id='3836' subinstr-id='0'/>
+            <instruction instr-id='3836' subinstr-id='2'/>
+            <instruction instr-id='3836' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='9' end-row='12' end-col='9'>
+            <bounding-box x1='385' y1='450' x2='397' y2='458'/>
+            <content>100</content>
+            <instruction instr-id='3842' subinstr-id='0'/>
+            <instruction instr-id='3842' subinstr-id='2'/>
+            <instruction instr-id='3842' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='10' end-row='12' end-col='10'>
+            <bounding-box x1='418' y1='450' x2='432' y2='458'/>
+            <content>25.0</content>
+            <instruction instr-id='3848' subinstr-id='0'/>
+            <instruction instr-id='3848' subinstr-id='2'/>
+            <instruction instr-id='3851' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='11' end-row='12' end-col='11'>
+            <bounding-box x1='458' y1='450' x2='470' y2='458'/>
+            <content>101</content>
+            <instruction instr-id='3857' subinstr-id='0'/>
+            <instruction instr-id='3857' subinstr-id='2'/>
+            <instruction instr-id='3857' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='12' end-row='12' end-col='12'>
+            <bounding-box x1='495' y1='450' x2='509' y2='458'/>
+            <content>33.6</content>
+            <instruction instr-id='3863' subinstr-id='0'/>
+            <instruction instr-id='3863' subinstr-id='2'/>
+            <instruction instr-id='3863' subinstr-id='4'/>
+            <instruction instr-id='3863' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='12' start-col='13' end-row='12' end-col='13'>
+            <bounding-box x1='534' y1='450' x2='546' y2='458'/>
+            <content>100</content>
+            <instruction instr-id='3869' subinstr-id='0'/>
+            <instruction instr-id='3869' subinstr-id='2'/>
+            <instruction instr-id='3869' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='1' end-row='13' end-col='1'>
+            <bounding-box x1='85' y1='441' x2='103' y2='449'/>
+            <content>1,000</content>
+            <instruction instr-id='3889' subinstr-id='0'/>
+            <instruction instr-id='3889' subinstr-id='2'/>
+            <instruction instr-id='3892' subinstr-id='0'/>
+            <instruction instr-id='3892' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='2' end-row='13' end-col='2'>
+            <bounding-box x1='137' y1='441' x2='145' y2='449'/>
+            <content>40</content>
+            <instruction instr-id='3911' subinstr-id='0'/>
+            <instruction instr-id='3911' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='3' end-row='13' end-col='3'>
+            <bounding-box x1='162' y1='441' x2='172' y2='449'/>
+            <content>5.5</content>
+            <instruction instr-id='3930' subinstr-id='0'/>
+            <instruction instr-id='3930' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='4' end-row='13' end-col='4'>
+            <bounding-box x1='200' y1='441' x2='212' y2='449'/>
+            <content>102</content>
+            <instruction instr-id='3949' subinstr-id='0'/>
+            <instruction instr-id='3949' subinstr-id='2'/>
+            <instruction instr-id='3949' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='5' end-row='13' end-col='5'>
+            <bounding-box x1='241' y1='441' x2='249' y2='449'/>
+            <content>10</content>
+            <instruction instr-id='3968' subinstr-id='0'/>
+            <instruction instr-id='3968' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='6' end-row='13' end-col='6'>
+            <bounding-box x1='270' y1='441' x2='280' y2='449'/>
+            <content>8.0</content>
+            <instruction instr-id='3986' subinstr-id='-1'/>
+            <instruction instr-id='3989' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='7' end-row='13' end-col='7'>
+            <bounding-box x1='315' y1='441' x2='324' y2='449'/>
+            <content>98</content>
+            <instruction instr-id='4008' subinstr-id='0'/>
+            <instruction instr-id='4008' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='8' end-row='13' end-col='8'>
+            <bounding-box x1='344' y1='441' x2='358' y2='449'/>
+            <content>12.4</content>
+            <instruction instr-id='4026' subinstr-id='0'/>
+            <instruction instr-id='4026' subinstr-id='2'/>
+            <instruction instr-id='4029' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='9' end-row='13' end-col='9'>
+            <bounding-box x1='387' y1='441' x2='395' y2='449'/>
+            <content>98</content>
+            <instruction instr-id='4048' subinstr-id='0'/>
+            <instruction instr-id='4048' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='10' end-row='13' end-col='10'>
+            <bounding-box x1='418' y1='441' x2='432' y2='449'/>
+            <content>24.2</content>
+            <instruction instr-id='4067' subinstr-id='0'/>
+            <instruction instr-id='4067' subinstr-id='2'/>
+            <instruction instr-id='4070' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='11' end-row='13' end-col='11'>
+            <bounding-box x1='462' y1='441' x2='470' y2='449'/>
+            <content>98</content>
+            <instruction instr-id='4089' subinstr-id='0'/>
+            <instruction instr-id='4089' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='12' end-row='13' end-col='12'>
+            <bounding-box x1='495' y1='441' x2='509' y2='449'/>
+            <content>32.7</content>
+            <instruction instr-id='4108' subinstr-id='0'/>
+            <instruction instr-id='4108' subinstr-id='2'/>
+            <instruction instr-id='4108' subinstr-id='4'/>
+            <instruction instr-id='4108' subinstr-id='6'/>
+         </cell>
+         <cell id='1' start-row='13' start-col='13' end-row='13' end-col='13'>
+            <bounding-box x1='537' y1='441' x2='546' y2='449'/>
+            <content>97</content>
+            <instruction instr-id='4127' subinstr-id='0'/>
+            <instruction instr-id='4127' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='1' end-row='14' end-col='1'>
+            <bounding-box x1='85' y1='432' x2='103' y2='440'/>
+            <content>2,000</content>
+            <instruction instr-id='4145' subinstr-id='2'/>
+            <instruction instr-id='4148' subinstr-id='0'/>
+            <instruction instr-id='4148' subinstr-id='2'/>
+            <instruction instr-id='4148' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='2' end-row='14' end-col='2'>
+            <bounding-box x1='137' y1='432' x2='145' y2='440'/>
+            <content>49</content>
+            <instruction instr-id='4167' subinstr-id='0'/>
+            <instruction instr-id='4167' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='3' end-row='14' end-col='3'>
+            <bounding-box x1='162' y1='432' x2='172' y2='440'/>
+            <content>5.3</content>
+            <instruction instr-id='4186' subinstr-id='0'/>
+            <instruction instr-id='4186' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='4' end-row='14' end-col='4'>
+            <bounding-box x1='202' y1='432' x2='211' y2='440'/>
+            <content>98</content>
+            <instruction instr-id='4205' subinstr-id='0'/>
+            <instruction instr-id='4205' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='5' end-row='14' end-col='5'>
+            <bounding-box x1='241' y1='432' x2='249' y2='440'/>
+            <content>10</content>
+            <instruction instr-id='4224' subinstr-id='0'/>
+            <instruction instr-id='4224' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='6' end-row='14' end-col='6'>
+            <bounding-box x1='270' y1='432' x2='280' y2='440'/>
+            <content>8.2</content>
+            <instruction instr-id='4242' subinstr-id='-1'/>
+            <instruction instr-id='4245' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='7' end-row='14' end-col='7'>
+            <bounding-box x1='312' y1='432' x2='324' y2='440'/>
+            <content>100</content>
+            <instruction instr-id='4264' subinstr-id='0'/>
+            <instruction instr-id='4264' subinstr-id='2'/>
+            <instruction instr-id='4264' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='8' end-row='14' end-col='8'>
+            <bounding-box x1='344' y1='432' x2='358' y2='440'/>
+            <content>12.4</content>
+            <instruction instr-id='4283' subinstr-id='0'/>
+            <instruction instr-id='4283' subinstr-id='2'/>
+            <instruction instr-id='4286' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='9' end-row='14' end-col='9'>
+            <bounding-box x1='387' y1='432' x2='395' y2='440'/>
+            <content>98</content>
+            <instruction instr-id='4305' subinstr-id='0'/>
+            <instruction instr-id='4305' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='10' end-row='14' end-col='10'>
+            <bounding-box x1='418' y1='432' x2='432' y2='440'/>
+            <content>23.7</content>
+            <instruction instr-id='4323' subinstr-id='-1'/>
+            <instruction instr-id='4326' subinstr-id='0'/>
+            <instruction instr-id='4326' subinstr-id='2'/>
+            <instruction instr-id='4326' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='11' end-row='14' end-col='11'>
+            <bounding-box x1='462' y1='432' x2='470' y2='440'/>
+            <content>96</content>
+            <instruction instr-id='4345' subinstr-id='0'/>
+            <instruction instr-id='4345' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='12' end-row='14' end-col='12'>
+            <bounding-box x1='495' y1='432' x2='517' y2='440'/>
+            <content>30.3**</content>
+            <instruction instr-id='4364' subinstr-id='0'/>
+            <instruction instr-id='4364' subinstr-id='2'/>
+            <instruction instr-id='4367' subinstr-id='-1'/>
+            <instruction instr-id='4370' subinstr-id='0'/>
+            <instruction instr-id='4370' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='14' start-col='13' end-row='14' end-col='13'>
+            <bounding-box x1='537' y1='432' x2='546' y2='440'/>
+            <content>90</content>
+            <instruction instr-id='4389' subinstr-id='0'/>
+            <instruction instr-id='4389' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='1' end-row='15' end-col='1'>
+            <bounding-box x1='85' y1='423' x2='103' y2='431'/>
+            <content>4,000</content>
+            <instruction instr-id='4407' subinstr-id='2'/>
+            <instruction instr-id='4410' subinstr-id='0'/>
+            <instruction instr-id='4410' subinstr-id='2'/>
+            <instruction instr-id='4410' subinstr-id='4'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='2' end-row='15' end-col='2'>
+            <bounding-box x1='137' y1='423' x2='145' y2='431'/>
+            <content>31</content>
+            <instruction instr-id='4429' subinstr-id='0'/>
+            <instruction instr-id='4429' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='3' end-row='15' end-col='3'>
+            <bounding-box x1='162' y1='423' x2='180' y2='431'/>
+            <content>5.0**</content>
+            <instruction instr-id='4447' subinstr-id='-1'/>
+            <instruction instr-id='4450' subinstr-id='-1'/>
+            <instruction instr-id='4453' subinstr-id='0'/>
+            <instruction instr-id='4453' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='4' end-row='15' end-col='4'>
+            <bounding-box x1='202' y1='423' x2='211' y2='431'/>
+            <content>93</content>
+            <instruction instr-id='4472' subinstr-id='0'/>
+            <instruction instr-id='4472' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='5' end-row='15' end-col='5'>
+            <bounding-box x1='241' y1='423' x2='249' y2='431'/>
+            <content>10</content>
+            <instruction instr-id='4491' subinstr-id='0'/>
+            <instruction instr-id='4491' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='6' end-row='15' end-col='6'>
+            <bounding-box x1='270' y1='423' x2='284' y2='431'/>
+            <content>7.3*</content>
+            <instruction instr-id='4509' subinstr-id='-1'/>
+            <instruction instr-id='4512' subinstr-id='-1'/>
+            <instruction instr-id='4515' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='7' end-row='15' end-col='7'>
+            <bounding-box x1='315' y1='423' x2='324' y2='431'/>
+            <content>89</content>
+            <instruction instr-id='4531' subinstr-id='0'/>
+            <instruction instr-id='4531' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='8' end-row='15' end-col='8'>
+            <bounding-box x1='348' y1='423' x2='366' y2='431'/>
+            <content>9.9**</content>
+            <instruction instr-id='4550' subinstr-id='0'/>
+            <instruction instr-id='4550' subinstr-id='2'/>
+            <instruction instr-id='4553' subinstr-id='0'/>
+            <instruction instr-id='4553' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='9' end-row='15' end-col='9'>
+            <bounding-box x1='387' y1='423' x2='395' y2='431'/>
+            <content>78</content>
+            <instruction instr-id='4572' subinstr-id='0'/>
+            <instruction instr-id='4572' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='10' end-row='15' end-col='10'>
+            <bounding-box x1='418' y1='423' x2='440' y2='431'/>
+            <content>16.1**</content>
+            <instruction instr-id='4591' subinstr-id='0'/>
+            <instruction instr-id='4591' subinstr-id='2'/>
+            <instruction instr-id='4594' subinstr-id='-1'/>
+            <instruction instr-id='4597' subinstr-id='0'/>
+            <instruction instr-id='4597' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='11' end-row='15' end-col='11'>
+            <bounding-box x1='462' y1='423' x2='470' y2='431'/>
+            <content>65</content>
+            <instruction instr-id='4616' subinstr-id='0'/>
+            <instruction instr-id='4616' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='12' end-row='15' end-col='12'>
+            <bounding-box x1='495' y1='423' x2='517' y2='431'/>
+            <content>18.8**</content>
+            <instruction instr-id='4634' subinstr-id='-1'/>
+            <instruction instr-id='4637' subinstr-id='0'/>
+            <instruction instr-id='4637' subinstr-id='2'/>
+            <instruction instr-id='4637' subinstr-id='4'/>
+            <instruction instr-id='4637' subinstr-id='6'/>
+            <instruction instr-id='4637' subinstr-id='8'/>
+         </cell>
+         <cell id='1' start-row='15' start-col='13' end-row='15' end-col='13'>
+            <bounding-box x1='537' y1='423' x2='546' y2='431'/>
+            <content>56</content>
+            <instruction instr-id='4656' subinstr-id='0'/>
+            <instruction instr-id='4656' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a7938379b3052578f8d5bc7d4e40b8958df78ded
GIT binary patch
literal 32452
zcmb??byQqivnTHE7HC|9ySux)H}3AiJ-E9=a3{D!@Zf~t9^8W_)8yXo-TP*}nKge*
zFS^e@TdHbT{i=4I?t)TTT=G2&BRc}+=xKZr0ylse;Am=tz|YSl4|K3}vjXsddQ_Pt
zt?k@^E&wJ;I}<mcIMB?|94IJ=;OgcAG_gnU$~iMonBQx4UV5z2*B>JtZ7;Er+&76t
zg&3M8x$4L6G`FpCOK{Py+el66x~T2$Y_$0;Nhid;{$S-6vNxF^Huj0a;~QU2IwU`8
z$LuQ@R9`RAlj1v{7sp>e7jFiIeyiL?IBx9rK3yKaihc0<eLOX2M6BL*k?`C5&hKGA
zCZgvgVrzYSn7(VBNECN#=T3}H{#}=#*9mXe?&G%A-H+j3F>fcXjTL%WuI`7YZLhwI
zmR1ADM=nbm!?1!YSh3B_Erq9>^wAlioM|!K5fiu3`0|^TyVr_^tMwm9VYfc)qoYq(
zQ@cMl4PQ7l?A#8wrP{MxKb4`9HZtep=QNdO8Rbm#{$e3A%AJOpxPh^yB`I`31^AxC
zDLKv`_CM@qtHp0k9>s4;lyt)cUWyHv*yASX4qO@7WsGwMBbhzX_dkQ93FNZBpvejf
z5*y|ez>8k2U#)wVy9yIIa0}*RwZ<Z>Kp|`oZhn}yfr+bBK5bZ7U8RcUToj_I2tD=$
zXTU%C?QdROU=YtF$d~(WX#sU~Fh;0M2+1aN#}v58H3`RP93k&<8U6y+HKJLE&s!Rt
z1;DIzZ*}0$@fY$~LY?%Db;><p{q@BgxflNGJ8pZwechP1l$%gRzk4m}21${T_PaH1
z97izR=l$Maa`tjHV2cIb8jU1wBHt3%#w0@UYg{l*kiT6`m%%z|SE;TSOl9chA^q;e
z+?b>H_w$4IaJPbjjtlRpldmhQsqH8H6mO!z3&3PJO&_a^5G2|R@E^eNQyz_vU{Y+*
zzuX#42CqPQ!R>*Vlzi9wn0Ef+1YuE(dhpQ0IfB+V-ks;pfLbFRr?HmTBPIRS7t2HY
zh_w#2MS0QFNy#~PQyH<-oECfiHg=e|YDd7v6xx+$Q88$dcr?)8`vplSo}laHS%@vV
z<3jQxwA(x6hSfY|8OGQ5;WTs>l6UCp>^WH!NwSG>BZuG5<?AQIfWT=KxY6B-@<>a#
zuk!)^jSuKPuM_bRm>y2hEQ&v?XGaQM(S$ADi=dPz%A<ZP2aAjNN&q=ac${Tc-c7is
zD(vt+vqwpP=178I?d3aG*y2|FTA3IZfmFlV=yN|d`_S&`U}+k9QBRYZ{haO;Zo_c3
z$LQ$jZ)uj9$vX&nA)gGkaZ5ZowSvj%U$s60l1&@&yx#|HjZVSsjgU-9p@|H8qFx7V
zTwk)z6*M&!ZJVzn4Zeh9YnDAI>q7VdVH+Y>zlTrmaM51+P`eO6KiqBKm?v%AK0UlH
zvsj9t;1_1KaRhWtTR@IS<QSScp#Q-B@Ht06<V=0)_>k&T)EZsVDigB-3=PWMX=nU5
zAi${1yu4w#1fgG{aKBG-7cS_M@98E2ZziP`M~yV#yWX#x9D1qSgfRUv7gu>%7MIur
zU_Gia&qllS2{4X{!_hj{SNPfP07FZL-m;jVu8>XLnprX00eU@19BTvFhZ=fb(M+|K
z@*UQU1j5(;zP9NK3RSqMA1gumBD%^I!hMuRWp({0UwbbtyID{MrEi_s`rebU+!Lc#
zat00BVZBfUTUjxF6oG^)cJUfTLagb0pze$N!8U24MLOJz^ICvZ2%Dkx)pj4gJN0NZ
zfR2JrT$-a;D%64|{Pha`Ndpc%+kwDm2W%C|6-~hH3<6#C1xXyX+ZF=dEI&Q~O~@?%
z@FT)cT~~1D$b%8d*D>^y=+C{;4@QRkFWdb=v+Hnl=uZ>iIpAim+v~f7CrYFOnS!r1
zenO9Yeu?LSf~$q^_TTBke(5VkBEdFyjrh?IIrpv%^_|Dv0ZKVzQDCnYRz;4O)j9J4
zE9%2DHgRk3$YA9-q>8bf)j8f`3#+8T1m3}_X}~3IkuAP6jP%bHEEE`@jKh4Up%pfo
zJukMWTt(A8t+7GLFa3^9VlaGrv-#KKqbk@3l6cqM{cgl|@~5<%v2^h$*gov8X41U8
zWi$+}vIm7tWwAGK6$JB<0O8oLX5yCi`QQQWp-+$_-mWh<@KT5cySq{$J|v<uH(JzX
z+Q_nIDq^?4drOGHtkLwh9>KAMn^ijkifp+=HNbl!J?9tOP>qPv4xkRESS8!xurq9u
z;r37whbQr?Q_7I)A^5*S8ec;1r#f3V>T#uylL{V*VYGj!#OFsw^}31Ah1kR|W@sI0
zfYNdf+@ygfH~r4l1~^iYI4P_jCC09a;8dJN`>iW!e8fLq*cz3`LadS{u?e9fhk#}y
zd!A4(Kh47??)b2SzK9R^$wVAijT8G(;U4{~<tEiWyKo{&hF)NTs|8gSBn_LF&X|^V
zUOWLCQGYwucp+I!6IW@0%sIR655>nUBAWGpP9d3_&W4aBSfk^VJXdO!XST52;4*zJ
z_V-;?Ug0CX9B#O9rPCfXiw^FWcB}Z|B8BR1kV7KbM1IqAfWw$lf0pK`L04<5cdIJ;
z$2ykCvrAr-Q?H||sl>JnzOsvAHjV=X0adW>FZB69NTz}FJSi_&u&7^V5QHn{aDf{%
zyAmlAA4>bpF$^4U94EXq0@IucrF07TcRvdc>*Qdhsl4k2@_s}<C#_(xX0><q)k)Z`
zbwfR~m2Pdwx_VIJf2gF<e38F=h1X}7{_U25lHNHv4p&Y3O<05t9Zxb=3-Xd4KXBq9
z>Y3)VJrS27!k}?II{8UFPI!B7BQyWdxBhl!{=Pt4+e5n|=F(ppCfuJSuPe8F57e%r
zLF(yP%=gnilaHB2X>rPk_xQ<vRA~k4@T^Tfq=szE1<e;TJgtS`Rm1V^cUK2T*OVmJ
zsoqJ5o-^_R(u}v0vOc+i#&SYl<1`0SGwgJ0$o1rmzr%GLk?CRApqZ*W9$cfRKFVjw
zjGc0ex^VY*W@VA!0VwPJX)C<&Hr!X{<6pKud{Ew9g81%Dt_p0Y3gI}=x9(kg=p5#}
zn2qLW-S_>Vz25i0fJzpYov55^rH*6B3ERfDw6C8Tsd=QR<FZ(IBx~=Xb(^I5q3l!C
z4)lJ9kH`tm$xGk885Vb^M8m8&xQ7we^CvxUex{L)XNastvs1_kaO4*`<ZWGH!qIxN
zg7>ItKM|}h>BHu~7bS_E^7TI{n`I;CnPy+HewM)umN^3`WYvuYV-nW6o!Z5AL*%rW
zEQ4`n<wC4QDlM!&gd3$@S_F4fc5QEYrgEO#3C|)Yt;)L%w%ehvm(1o{&!yx5jI^k&
zx=l+lV_$1$k!ROP)&s6Jojl~UzKGbC@kgei6qSPK6RT-G^r8=h=H`*W)MR!jYAssS
zpf7*3J92LeAU0$1L0&Da3D`U0K<eQV3V@pMc*z!Lc5uB6G}$9YtNXI`QLMW8H(0Dk
ztbWKWUo7JX*833yqTDUDEYcy^kXw0bqh(88<L+x=YX7d_e#N{4FXU3ukg1m5id!Cq
zTP?UBv?A3S13Di?g6hK<J0n9D<z~p~;#gm^5}4IboRQ2t!NV&u4!q&vrk<$)5KBHZ
zTk5!3;!CeNRABT;?5=pWX%(8gUq=jw`j4kvQ?Mnn%4BHpitg~bhNVJd@U&~Zc_W$k
zeuRexZR>mlKMYO-yQH&LEEc8N?b2p}Z6+QvR!(8qLF1T@OiK8ANkNMKdCBaGWt`C@
z(S2UI!j$%jd5JNxW+Z7;Bt~0&y+ndOt;ib#C&*49t+02&#C%=H2t6ss7Xu~8Mj&q1
zV4(kGN~g9+nulp=0=;I0IZ)FeSeR!bvmHprUp&dgp&~h4O63)y*#uN({M_{bd(k&g
z7GvRsW+cpl5(>d@X)%k0+Lw-tCP9RYgZ7?{7BSKkesB$<h~NcB7VeiUJco;cVKCOk
z(V=d#RL)}>^Ttvdo<%y~Zdtd9!K_0W=42ZYsO?#Uw8Y266c!B(<*8cg;n*yKbSQ4O
zO0LEjUBRrBm0woET>L_@zrW%4!<hwPWOh%*d2OP=`K72vn{6!b)3#cZg~@`rDMkp*
z9b7L~4s!Mst7~&EF|Iq6$e2rfUvr0A;P*-nTu^RMwZdSfd-bj8I|Fw*m<*VNGX~Ko
zAws8YjYBd#P4C29D2ZrgaJ!~keW-y-#?>aUL|OF#T~vw(AXe7~oiMx<z4VkpoSrz%
za3D0c?iLoM_EvLcb6A^B6eD;NSS1#va1Hy}#q9=}6fQVCm_|HCfo47@*fQj`fFcLO
zQ#_QixOEUYr46D(6SD!tAU)G~N`Z7PU7)>2xg57?<8Ai^`$YARC+j3@9Rfo>)X>KT
z+f!98p=3Qp`>)vJjf6Rm!}zVlhuAYC$lP*aBqDcDwaX8)9bd}{-`6h9U?vc7wL#_7
z#GwY-=gKT`??=uTSsq$t7pbDGtrM?yVp|2PAANgbrU2Mwv9xB|QhnA>K5gjN&}r7M
z<5Y0v5kp+7mjEMSUuqEA&cafd8Kqtg1&oAVh(A#aV|JyZ6?HV0ooePbmBo{$fpb!a
z&EUVV)Yk+#&s1q&uUX*-=Pd@=E{KLPebb*0H(MKS4&C@M9S8A>hWl~Hp~H-;QNY6c
z(>Mb-csl}M*(z4HaKBk_bZ3(9XEHRrctTODlc=@w8K&P)?$8k)yKg0QyrGL(7fJXx
ztrzVu`&Ka)E}}W=r%B@m8wLKGK7$$ECQe+wkP&)rX_!7`!Rh*~v^A8tTO3-Y`vkON
zsa#)cIrg@0Kd&T=*y!uf`UC7!gI9n~-%Ce-6Loea521X$IHsAD+{~~y7%P_LT&5`+
zucGWQY%X1-i9vo(sy=%_pdb!Mg}01|$>Fi465mm6N9)mV+3%nK9j$m(Kl}MRzb-~4
z*;fwUDhxaPI%+uZYtw8*I0+cu!dAK*oK1nNso=AeJQ**%&G1I#HLLwH@46G~?9Oa^
zkSoK<l3~|HiVZq<mo&e++(<&RS>Xw=bSKy5m#ipDTzp-m>SmJ$P6+5g<1O90i3isP
zh4OI7G04tv)|jhMU^rJ2h)=1kiIJg8Q6)ZcU_=#IJ_>KO|58@t?3AVm&yy>uS0uwm
zkZ{355Us1=QS_vwz!puBi-nSt_P-<dUyP@?E~<`{(qOcSTOuBpO;{<ZhVxw@3GGI}
z<tS}55v)v)gWL^jd|~CwkyhpB9e|tN?MMRpYtT@9Q>9^^DlUsXpJ%rr`Mn)j#Xt_B
zzfnP3Y+(M4KgL_<U}>yzph`MtK+cMSL+V!0!c4!wWnJ*N(x2kG@*ol(SIj1E)!>*6
zo^M1<4cC)xC)oW~(Fh$kNhZ~KDAtyaL+Xx^@Edsi?rJHj%$~$6HnF_;Cm!9CVXHJh
zj-*Tl7d;ff_wI;~a1;(I_vmeO@QW$O2KV@}>%-hC$hyTt=H?v%7<6_8?W`TECGSLN
zXgrfWh%9K=Yu`m_ENBfy4Shp9pgAvm7eziFXYtX4;z&me-HU26oEg~kYg>OQW|7Vz
zy_qRU3tA`A$$&GI$D)%)+9L81#neGFVTc0Z{f-ENJ)CRvy>deE5EZn{O7Q^MDaBMc
zb7|wm8d1pf;lWx~dpm@nbrnPpLKCTc``Y{|4DNTnAOYp3_%;r{QC%RpiRHB|oEocV
z;Y_9TlJz9Ef{Xot7{;fL2DDupJ2+SQiz1wzfE4e+&))~C#P#pUSd1%e;apQZzQ)7`
z_Hg45+ZQ`5#0)VY(wdH_ub>@NYz!k^M;bLwc@^73?G#}m{;F&WXO^;TQmp=Tk)_zo
zB|l*}8#VNvPHacA(iu*z^5+VWIe;f4?0c{dmj6iXj<ZciK$f&*88sJzct|-cC!w%w
zt%@X^c&b`-(`f$B=ECp=bAFzs^z1{*l6Y!tMNeC&cQOmbOJqB$8k|%05z!^##&oJR
zDv411w)DXpm9iqh^hc@i*Ep%>FyTavFySgHJ<(1pDM=GUK0}fy=`{&H48%_qgo?g2
zQX(eFE);tzM(8e|$f4s6+{huP-HQ#12@!88Y7yK%kx?cJsFREJP$<?`NDkz-V3Im&
zl(e@jZ&c!2t^=8-w5_m3G^|<(8cW+FOuPDNw6MvyXBwj}+YlOiyGe{NqBxKZeRcVn
z<Q)7K$bYDRlfKo(|MqoVjD0$5v<~wl^oKb`=<bw+_vuqf4XYN}=0r=<lBPHkWGu-L
zs+VhG%+sspAB`85Vh(3PA(;%2*|A20*D_dKGJebl{0O<8Q!W_h0|j;~z9*Lw%hI&v
zyzRf%Roy}$uF3U-=tOQO!AcTYf}&L2j^=_C1>YJYf-A0xdw~uG-iICsI@Mr^bTA--
zn*l1?i4ID)VFhDVf`}F2XSCQ3IuNTNLA7DKIf5Gti!(}0lvo3cG+kBYa^*!kt1md&
zC@-H_i$9GKDk+5ys>C?O?fe5xcgUgBXANqM7fr4#j&~1bQgb&%w;b<WCdhvbRDP)#
zs7(F%enP;Uthhyo3gcIGGTaAx!sqY4x0IRMd?TEhUc2gDC2ByjSzDl)m?vtcSGqUU
z1{o%z4=sTnV>ZyVWr`!S0>>`oaLkM2Xt(?>TuCS5dR;mKeI{CJhj5?lDpggrep8Hp
zTK9Nl0pqS<pr%2dzwD$uD#KjXwb(0^ifB!oe>Go{A7iSbA+jVT33*>&h@8A8#;eP@
zYq(JJO8ToF3vI<3w1BM?j6coS&g6mh{zAHKC8aC8ycOq42^<duL=+7r9L1U*JD!cw
z;U}*xa!U=q*bbE#_$~=444+SQgp9sN(&7HaaUew5fDlCo9pC9>DKqBeJFu=mO#XRp
z|C>unm{nK74Sp3F2ci@$Kjp4~1v&m`ga4e@cRPyhX`h&cw#xan)p<wF%z=i36jr%Z
z&b&m}OqVfkui6bK316IAiEQlJ8XWufi$Vd*?yDu9dPB)TvL3h(RT9tNi~A_gWHRPY
zu$Ybr+v*3-QT)keG$mw9^ukuz2Z*Cn@TcCp)m23|Zz<7L7o<Nm@4IY{Pgg4*c4}!i
zV-af>Ergv*C|Ovh(p<%^CVR;m&}m;3ic`Cotky8n&u&;>t??NMDWuRQ*KoO2+`o>B
zUEJIsLzhZ37Zs49sd8~9EEOszOs_)&s&^`%;iRh|q3e;WFbw#Kib?ofx7P)r%D-em
zl&3nq@4A~;{xL-p6G#zQ)DIV@ZjSuf-D1v~a<nMdYf3@|9pzIUROOw*&O+F|@g2^T
znzA%B1&ckOfFnF~T^k+Vz$_hsYx>N<3=;s|T`NqbzB#&hxYZl?6axTXAPWPrAR8G_
zI<MHMNWut-0cOKXEo|@O2v&O{0USJ5WlCyE-_x)EqP|Y17h!%Rwr1H78oI2XM7^Ex
zNxeWf3ZgBYQKWCdB1G$*Z%%q$K9zSO<rK2_*YJjHfqJclta;;MK(c9wl^lUSD0?nt
z&~|RtQQ2C}g0_ddDS!QPOpAz-!%5$I*=o@*A&enB9gH0}8HM~=LC0xKzH283iXJHw
z1G+*%#;Ki0yPF3d10fTGvJ7;K4qca?WIQ}eCE=PrVTz$INp@UDA+5byvSRu@3knxp
z1}p`NzJQbVp5EVs6#i{vH1L|j_NsPZ4zj^=xzd_>t^kol{08V&T3AN#ZR|rVZIdsd
zG{QAXL2_`WFhuKLW(Fpgm6Bt>%<V5GcF+yp{+KoJAiCMUGa~+wyn$H#j6U;w`N|*i
z_~C`MR|&xFhb!!zjmrmM>zOq%Q4jDXki}2z?}zLh>G!xQsBOA?KsdW~?$aXee4rRU
z>B%_)Zil<+r$f{~)Ll4_7~a$w8xuQTZKT}{$urav5s#q!45n+Rygarx#kFWgrY_eJ
zV(cnS)zA%<hCvf*b8sdP9`-OA65-GyO>*9&7bSDDPa};H*520$rJ&i5E@1!4DVIRW
z-1S5z%$oAhuD%ALhe|=8AOTQ!M+e|bzQ{8}RoGvfp@T2#4oQh72x3A6S!UmAiz?gJ
z43L|B(JD2Jvd%u$7Vo#IEh68h(F!f@Z_#mK2-;rM>QC(7t5Wp_WyEXRP=l3qrsN@G
zT2N)+ZFjL1K<4TvGER(?+sr`rz9o{<l*JK@1YLJ@LJ&*+%G3hR+{5NbfCb~>@Q`ay
zfK3uHaL|5&q#AMkDTJQBHA4pue<loKAH^02PqiB;=RcgIhE|x?p6tBRk(pOO96@i3
zeU{aIJ5;b&J0M)9KW6C~Oo?*ym|8ysB`NLIgI(dFZPmwb{GB%hf%kwPVycOayxzUW
z#=gT=PUBAD;Lu8rifP5$@Q{D$@Vz~*{d84zR1V<Fkb}dC5ElbPy^4`@v5}7Tu~rQ`
zr6}bTj;JcBv`_Y3pXmH}M->3TpbEHc^Z10QbVi?Ik0`mEE2@*Z->fiMvWmvfWgAnf
ziQ|sztdijLiB!ej;6cY(U+<^)9ade{_Yk^IG)j?JxQww|oP~{FYgPP&B}{cGK*7Nc
zl&tEt$TC?>1$3!V)0bDkL?){9A@>@vE1G=ayj$TQiwLwt7yha@OI~r>@F~LVFx$sL
z--r=h>!TW6b5=Q}n^x`YgDR<vNkD&Qch8E_7UNT-wsgya)2alyGeWjF25G!YaDv<z
zh1Y4rZZ_m0Ur)sMwTO`S1fPV{qh&DK9Y2;De%r`U#g)_~a#_?CFI?0=SUUIB(Nhu5
z)$7%Q{*k`icCSCKmZX5KA7((`r`zh8$B|ju-_qkh$P?au`dy+KEnc(huI=YVOz_9a
z+hiKfqVyKDSzBy<G0*s2s=DkSJ{akrV^--IO73lW?6v&Ni|vyxMrw!JvBsn(OTe)B
zF9dC_J4|Zx7dvE6OVbS)V+4S*AsbHe=6=69M~6&({ZKpS7Ws8Nf5ddi*&(~EuVe@9
z(jH3@Ywx5i+mnW+5cApcW4nahkbg1>!b&L%HY+tyQg~3FxqqO#?26A(TR;<^(%z9|
zbKV}P9~vK8&Z?up=B5z9TE?gW@_kgp!JSX;?Y<Jg!u7EATf{GqKsa9_-*}kKB8`1D
zZL;CdDeRrAJvK$P(w(nI0WRgSo-w8J>zcLkfFY82S6c^Ty6*hwh#S5nbvN2@R<7gx
z$hkYe{F|pdLF3%{NOE!)n<bZhh`4xe4x@sJvkR_}Y{rapAg_+zN5&%E#2R{L_xj@?
zLe%FtS;P<*1N`O`5BzjZ6we-*LX0R#?jrO$xSP;LVo0@Vlljjn1*70ZBJo<-9p;VR
z2>HCfTWDXfnM43E*0-8?B~|0X7^^0j0NW?~!xhafZ)3@?HynlbpY4b<5F#Sbn_8E!
zn2aX#?o3wqO{`4R!Y#uT+H37}eLV5aZWGKeSi_<8NAtx2MwlD$#m_Ufz=x{ZhUc#1
z0*r}bR<g7@`i8V0DA|t=^^+~#e&PV+9)uS+js7;f`<1EDui2?HW2dF|zNxB21{kGY
z5=aE$e0FQuEhEwXzDu{7{Atq5N}`I7*Rml#Ei!ajG#tM;VG}fpWNfjsO1k_q%(^2O
z&6{QLYQ3YZ!VJwd!Dr0VQ9;i}aAM(k^kPk__!bBh^{mj0pZzj+-8LK036w~8i8MzU
zqB1B<`jxUKB6xUxrA5O7s;C%Nl6&Y@Wb7Y78NLoC#+t#hI~IbDH4s6=^N|_o_LJ1S
z@y7*sX!QWoP9>VL=|lu=@pD|20-f{H2M@KVOuVRC`Pdj{l7o!%LJY^Fm1Ur*iSmMm
zN#8;ms%uKCU`2(%-fBqnqjza4DqW<picuIq%}j8TWkZZ{I?HO^+I$EgR}<Tdz(jIz
zv=$~fArZdO+~9fTUy&?DSgS?{l?9(IL@?lab5hT3J(pezFKz$CY@aA_yI=jNNu*-Y
zVhWowTvZ;mVlL}e+`LdWfA8qVuTzLOtVKm5VFAkXRL0;OeSV05=k9BUuOrBdnBDLi
z4fwbhItu;ZS$>kQcxNl(LscY^Nm*2bWFK`w%9|NxGt=%&%PFNtVJXSDZ#ig&+CJvw
zn39d}j%9}5f|VCMXi=!MK5pbpKOc>MOTGE6pxIh0Lw!ZUjtW85OIFl(Qn1mYPAXyD
zE5U162irn&{aC@(Hok{fnB60mR`tQ#AQ8)g<mxM}hMo_5xhA$H+3N93+5@poGRvLb
zqQyvFs^-WB-Aq8QVJ_vNU3t&_@#2^b^;ed=$M3rD26?ntvh)g4%M@ZxNyT+A?F2#@
z%#>K^Nz;>>_Zz%(<v-dl$Hfx<6k@HtruSiUO<h%E-W0QCMMOpv3mg8`vNC`Y<FG*1
zqtjYBycHqnaDuRLP_wd%!su9g&-l<q-?`CuuTw4$_8KhEB&(%F_Tkda%YW1#a`osl
z^mH)6oh#vmcMAtJ8YsuWtFY&jUMxK;h8Bl6g$_kp#+W<44~!#tzE$<DrlGNarHDt1
zp_RoWQ*8Ieq{bf-S2mh~H%DeX)7zn-XHuyU-e!?```#(Gf$uGyNCy*P_WEp`pcxYR
zOq+%_bY+@vL}?(Y<sXpg)~-oYeKZDbP$L-}07H2!7eR!U#%)YSaTRTo2d0NCAyN*`
zWe^TJS<U!@lk4aKQH}yR;GTDk#prj-q}u&zwe)#7TR!4upI3x2MDcad3%n#+lrC$+
zi$8WFMQ9ko$U{->V?&TP)I{v8QR-cF$l=gSySR{2V5~gphf9&(a#E#*iA!?3qyZ=>
zM^nZLt-jCcs54K%*96kSR|ghCNg3<9on%`OU4?<g)R2=dm_UipJyrrTjMoyZ)q?e1
zh~Nv$q=VHPaYSrbY9sdKgPRv*Aw*?Tpp~Z$p~{Ebcnlc(w-?jhWQ<j>8Qi&6S}CWz
ziFn{ULf8riH8RmMpElwnJmXR8gn;evzv^!Kw|zPeP{K|Qci-twr6tZs6<<()Xye8i
z=BsBW3SjqChR_y&`{vTKX=kCjt61`^l(qTCC#3lq7TSJ~DEOCdR&Y;E<JyBbA_`o&
zzQUnl3|T8ZI`ChLlq&(X9Jc(rHt@Ul_E9FFHkc0GVC64e{DocIi9UPG^oat84(*W&
zTYQu0%2LnwEi^B$(F#ifDa?gE@&x6C&%|pmqlqZ$vX{G8u32P*EfU-`B$v*H#9KST
zR`y#zh59afL$3JquAqx&92I#5>zziqoV!RQaUV8~K6nlsE(|*PL7VC6Q#+hp?T>9|
z3r&9ca9jB6i1ruE>e<6p2^igN)9&_(pDoS)&)1{4IwK)dlS<T4&v>n90YCSbYI)WM
zS}>`peU-0tx(~m`K5Wy=O6Iga>|IQleN+n2+|V27d6s&*^>hyw)`pOxXfEm+waC%&
zMExnsTnwXxnYXf47bL!>zZHLRJlZx>-V`=7y&Wp-=P8R9#LT+9>-Eygh~dSrW5>i_
zeWsC@es%uPsyNd1i9~1*^0-gH3wRe!UAcX!&|?;O;Q#DjTh}%!)P&FNcRClrb1-f;
zlgT=>Nq!?#ntUT!7e|6xbF~A5E~W<n{Z@V)baC~(K!74pD8Ig-6h9nHvQp?<MtE$P
zj5^HTPJg5rU-oh(wAqwO7T`2Jt()qx?c`uIvNZh4D}c8z;1PuudqsqxEv3>s$V1AW
zer%BUW1HA@2?r1L7udel?x>SBom+=HoDvFx$f4ovWJ8lfP}5e3$vQ;&4b~9%DP(i}
zPICUXhPTb*m=MD)6o<zMK1-9%j61&=L6ABoisdGLO-npicS&{y-!N?Xy%Xn6XQ$-a
zb_qXE%DL;&69fb?==Az^L3VE_hQ?RCi+7phcv8t~@#!a?xHgF|{$@2;Kg0d#=ZjIX
zpa^Z{x-~1a*zw+9whpNUaq*7V<c3Flr3tgjkIBm`1^E~;FC23;uPBWW_k2iBFu{BI
zw(&ypb_k?jGCNF;+DCRr(;bh_15PKJtk3*w`26GDdoL1PPz?=GyeHYt1n$t6urusa
zi3^gEt@H?MBFdiUhgv1IQ{8_y5EjV|(M{i$fU&&(f|@;kUK#x8-iQ30s)Z6glbFf-
z$`^|v(1W#m$%&68I&ku|KjF5E<}wtx82~F&tJQBsqrKaZiH2%q8aHqmvW<p}ObhxA
z4)u{}cQ(WRWRTf}Jugr5#c2QuhPBmwaF2QtnWPs-Dn#>xcDA^9b6tR{9~IJQ+eP8J
z&we4k3&y3%-luI~?!2W=u>XWAq<dPOE%0<Y{^|nZdvpy}9}iL0x&+feh$(C;8I<5}
z5iM_bwNSL4A&8;h&#Ly;J(NkENp{6wIK4(AgUAc5MLrU3&c&>4<g@2-S26cvZ#W*c
zrFy=e=<7Kd(aCge{Jb(x2%xb)Af+RjTeT=1*`0}LKp{pvZ3(LzceEY56Dgs*>O03w
z6MsOnr_a!h&C@FZ;|xy`oOf)I)w3tX5F`BbwPYwkYJr8(*0DNBuL05ow~)f&D%9j2
z%ZmHul9@OFcIS87Wv_OM;LEXV#lwx!E3vu&(nKzzHU4-(C#ivefZxU%{O-8&IXeLq
zyk9HZ&u{2>TmH&einO1duM`*4pLV*JA`tHgAx~XjTRnNx5ZZQgKX^SjS_Sb20v*i%
zE=~fq-U^!D%9#FK**Mt{{_f-Yr`So|+X={|Y+?yyQUID;n}|Ak0rZ$b!<;Ov04^R@
z0|X{jM>kOE6Mz{s%LVA*24H)uivo26T^-$B%z&<-iYa9mM>92`n;sLWrV7BM4)k&Z
ztrK&!b97O2GBE=JSpL*fAuvgJxk;)0p~m{g14KpA5k!%d<<AYMt_rls!41U374TM%
z1sWG~adi5(OpMHLQZX_cAb@87y_+|I{wm!9@dj-N@Mk}+046zWb60>K!rN|D5extz
z;_e`BEdN@{@vo(SkAh0QtX*8)0Gw~D08H{G|JDA7<D0yHar~R1n2DQ-oulP{IRC98
zC3iPFYX_h!;EfGvGYUXA6LZi^0P7#(|B{2{O&$ND_>ZO#m_!wr6dhgcP3#bul#~@f
z;xnns0o+{NL3L<<D}d!+@+bmW{!_rl&de<+_%|59z`!#^#6=|_(7?d#9o$@`R7G^O
zb#wu+Ghi@akYImaCT6ZqBFf70Z#NE(4#2;9|NVKt1P1<gKmY!X*1t#oAKK7nPA+bs
zd3~Tat2xls40OE(y{$dnoIw5H#-KKqsqLTk+dM2=byYD?e<Y}l;s(ML=n5w0=;ZBU
zZD|EEBM%P`Km-JFAVAIA)eUIx3XpLyb98ZXbOFKD95nZD9&gJ~rCdzB0a7OR_8{dm
zvc7fw|9!pb@-K=v>VI?ujx+O5-#@&}++95Wz5|C~0|R@*@PGGLkl+0U1wAGiF)>jS
zSD-n<9|Nlz{Kwq?p!UrTEv-QWylMWZf)<1k7jvMCwSy&%j5)}WtlhjpeQNGbPIf^1
zH}7TsH|qWq8$d3s%EF59hqdZIF#qGEf1^^Bg&E-wO8-6nFWjlJa3Zk$fi;K}I|2*)
z8{|PvHUySG-tZ4qmVZT`x9z=!01&d(6|^+z)vfJ;u8KfURY!Xhhd;qV90U{>YbQ5H
z7XZtjnDEEr{tSVlgN(Skqm+!ef{7D==|B5LU=r5?a4<6?Flp(ru<Eg~u^Aw+aOtsf
zfPw}KJGUMOJCDIzc#;wS3pX+j7LEXxKQ0PVl&RZWKm-lGiS-suSpSin^`A)dcU|be
z%R>L-b}T%gC4bx0E5{(AA0-5U6n?=E?HCxy$i||-HawUH{Ei6F925aWMs&YImB}rI
zGX2=(JVUkal(Tf}+dHrE5$!AH42c-7H3UC5nS)UYhpidll2dPTi)_~VVdx0!WgEzH
z$i)Nc&76moWtsBM*jY6w-2!3(OE1!5O%%X9Xw*I~_WE$5xdW(@NTI=o#W#<l{uH|>
zkv6>ps7q2W_n|N=XFc2G8dfW+TZhrC`e`i6nm;L_w%T_kG~K}+))paH$ZcNpKfv?N
z#(!ht|7yMW|FOq=X(n|?4F~JD(pkVC6{`N*h7usBH3#AK9|M9GyjdNDb`uA;H#4~E
z{lSc?!GGE3%`nXW80HV!{&%7NVCnr|NP3(9H)j5eAM0Nb{g27trm*}&^3Ujhi^zY=
z$s}%VVF3i4grK8O4+JPqCTDj?P>JwcP%`*u{U6l-&mxIB+L`}b1OF!p{&DmFE86}A
zHnXirD`R1BA|x?FFt9FNupj?}{r*+x{9ju6$I1RENzud}_<#0DQP6p;_nw238}Ocu
znG?Xu%*+g6VP@tucyk6zR{$pmXbgc#<jsPhFbx_3Ih%=-H1Mym{pbEK`?~$1fWRaJ
zIy|k-L>w&bKxqajT7iPOCV=hDgWsGK2ucwCK0x2V04m4^vI1D&qU66q5v3?74m$iN
zC*cKHfMx+`-qMl(ta$^i5i2V#!k?voTjsCo?*GY)IXT%m{-xP7Utd4<#g^ZzzWHqN
zp=0tJN~~-=nH0?M@IjZ6YA)A!hTz^};nA5CU5Qi)fu^$sIECP0y6V*k4bd(V6Jz4c
z;*L>kHg&5wU7A(Ds*Q*Bo~7mdzxo7CzMdxsx;S3EzMLQ4JfC>-@Y&XMFYEf&buSxQ
z=5`-K4n=-Z)RRuAvNp>;Y#R7^4t9u6c0xa)r&;}4P8}gO*qZW%)n`~CJ1zMUNhspJ
zB6WfwE$`*vk}qoH6v}l?mKoz$j#D0u1Ji0d{c`I%YlV;x1bY4lHCMGkW4>jvJ!zfq
zPI56J?Ez4)xc#@y)kaG$9s_yQUjy>LWL9j*l}rP;0CJ~=@<m4xflYx*FlACqmA2A^
z+V2F&F=n5?kpiw~A)E7Eeh?8VP*=p4%_pnNG+Co66ehc6>{wy?=3>oNgrg+Iw@1yJ
z%L3^H#4qNMoAU(A*wlqvZo%dHxJ7IVv9j=9-#NXvk0%b%MADd#uSj1XI#6LbR`Vvk
z8N9BwA}LiBxjmfq{OXe;Xwg2)m=(R+tIEHx26~{uu;S>(>84p1{&<V^eKJ7G5Mdq#
zSUrbsAhtY<?h~_E#F@<b>0%}RtHRM8w;a%ac7AqqE*@KQf_W~t`5jxFG6@M~<)Y%X
zGO>S1Z8?l|ufj#6IH&H>?2DDgEvZv}ky3kpFIja)M1Glyz`9s`KcVBi&QtJkBkMg4
zU+6W=bMh0)fu<bck>=2F@#TivEz&!);%`=Y<7(SA>I5Q)fbSBp#=Y5!4Z1j{{->1A
z!te1bBB>;ji+evxT2m~Vgg^hFTzSYz6^6wTkF!#1Oyz93oqMOftva+y>jQc702c5&
z_}7SJk>3}`!?Rh5*^t?I7F@!1Ylx}B;RSiZ9~Muf9(Pc$p}z(go%q<5=$NY7Di4c(
z_P2SfhqccH-}A?ILv~^n5~s8^jC&pQ(^1u*eA90YJ~KtFC%$L&P1pOJUbowe8}4P$
zRTrzaXvHHbTWGhkXoX%ggtCU>xEXOrT$27nBW?0p8(s63^C|yu`HCQA^ik$l&<dRg
zE$(6`>@?Dg$(CqyNOfc*?d2eh4}swWn_NGUWc^}ws()za#lcJz_clfr4Q8ro4_wrl
zY5arb6(X?PMcP{_w~VtQq8b@;lfa8ym+%$Eum4N1_r4nG$I`3F{Qbx>jtnEjai3Lr
zPi5Hk7_att-XCa7{yB!FZAZ(uQm0@nOb1;EOUq=(t&P4a#HKU#=_?bb8uz4pOo%fg
zv|GDg&~*pNj|e^3KvbdO&4c_%hFOZ$VVo5IoeD24QVEqJ8`^Po_lT#IeRta+_sW*p
z`=*%JbV)-5gD2xa7*?1bp3A;IImq6RjIj;_FaGM{#mw{e8T(?9{g5<D<QVaD^tWtJ
zsXWU{_?C2Jf*-9T!$nVZp|c0d3Mb87m2nCfOk-3Cw8{0N=B8Wg`Mw#P@|_ZU^y=K3
z+QY60)fdyuG#RF}tytgJo&G#kivt`$%%1K(c4a6H$yPmL3C7Gw==5i+=sx)Lp!3~g
zT^x))d?!<R5Kpv1I~fw&k=hA;D1A`fmMv7RhDr$=N7!fFFS!oCj&l)luM%-D?NAah
z8EcMhVW_WeJ#8Us^)qd^YSFd?J?CfF^fpV{3z}Euo32Y8ohUWzQ`l-Gr|3Occi~zW
zNvx0H^qJuZ8m&>BWB)E<v^)%r=pN-AqHCaf`kXQOn=0#@Xh6<BT$?Uq+Pq?Pqu7hs
zFP`5uNs|XRn+*{AzNg+B43+H?1S*^ANvWL+N(spyB=%o8mqv|nJfk{`eoOBk3wr3T
zk8T3uUBap7th*M!KZG3JBKAaI6z~G8eS$RmFMbznKzvZz`TkA%N)AZk&%pi*pKp{{
zc<F&ByLRuI@KM|Y4*w^{L|H&<obJkNNfYi$oenCChcf@L#ihy0`w+erFF*4D#;((J
zvT#wCIEHxYrf)AqMgYU+91LJAsoV?V`ZyH5$f<q+%#ofK<o%`JUNfL^EW0{o?nq?s
zc?Q-n1z*o!YCVYCR~~ClpRSPd#hq@n^NL0G-MT{QLJZ!TBBdXbeVl`dT;fklvJWoD
zCRLv@hRO8GOdZZ13`;JF_6B^kUkR^&+kSa!IaP9FyV;sLE{2eh^`H|mFJr#GKuIZW
zhN_V|5}ZK4Q^*=tjl!Dg6BK`Zb|dfMA?Xi*foAR<zRggL)bUNoTrM0Xhg6f1YR@*b
z%yAgZq23nAuaTEH@CS4d(CddeE+F|~8kK6y!hRy~<>K<ua)VuzB8k}$rnfS@1zcZ@
zScQ(va&ipeRt5kWTu!S_sUL`6Nm?Pjed)R*{PxVOZ+)@+BCM01AlzwsMbE1v&trQe
z#xA8$_!lDUj&yY8J_K);MGF$JISE`uE8@I=5X~*)nJq7Jz!9S_<|4i6k%q0NbD6;z
z*F*()$kgdF8`Wjpe(ZDK$E1!W(c<)w|8bPGqaqRZE0G-G`o^zaH*R@%nm8{tGchkM
zD=8%d?ZRb*CwzEh#a=U}5^lPJxk3TOH@2(3aL-z;9A~U`2~2Wu8P8-8a%r#19Z6|L
z{YJm$lbGw{hp!8;9C!3tll$<>1r=X07x+hJY}u7i_4vzC?tE>U6Go4?PS~cN9GcFB
z*H0v1m6+{;A4iQ%l)h$kIRmAb^+UEhOwB4=j)5!^VGG!pF*Xb~l9fwy!>ZIQO#^Bn
z`vy67DDvZ9zS;y!c4(4Y8p9dYn|xyNRWzulnm<9t#wMulkg;W#u42szPz$S6U<)r@
zt<SRHuiCS*iYTwDuQRiZk0BWRWg^#7ip;fuUqnh_KlE(UHX_}9XSb@QfRv|f&~|n*
zCqIiWueYB#6&GhuT<og2z6|<#T#Pi<#A$QSY1ABV10Hv2`lb(Olc17qMHBD#i~AQ2
z<XVSJoRpkPn|PDu%I4H}Rf8)Tu_z%24%d>bthZ*fY$@osZj*KMU6K-II5rhy$FfCn
z?b#jk?n+OKNks#US}z59ojW;VsU~rCT4@G}nH*{cOE!mwSM<qjb7iDNNJ`1DY@g=q
z%iuBIXA8emz$^%-9{M_=9sQ~eT&Ws-SL<?V(AZn}q@Pv3i#YJh_Vq(o);#l2!-Kw2
zLiIRJJBC$)Q7vIWFN;eF5}GZC2bOD&dFw<p0@uBhn60z7@Rnc}@+N2Kc+9q6otDEz
z9C0qeEOYDRCqg^l3Klj|p9UfG%ledCgER`JgrxWBlv*7T979*G6c?~#;qNcT^XF5O
z@bq;Y>QjD8cG)Q#@+np2HhrGPJcUDjZ1wo1Q6usgO5a#WK#0}19ljG%US<u~-5zs7
z0r{cQu@OffJ1<%b*_9om>O`Ch6?w_4j5$K|Wy1+*{;h(LYE;z^hwWGTy|z7^aq=L4
zGP0J}F#u)QtNV9)u20dSIa9LVqP>-ZWc%;qdv~ptx~z?QlpuI|?=FvDJ8^LtRp!Zw
z)x5k^ws~Xkw&TL{j?yHjcISBGqIgx7XEBhBHh$$<UBt<oT~DLoG$f^xH}hz?TiZS7
zFy`9lw|zd(K-8)}yE!4txjJ^zsG!Gf>@fQr^@A#1uGV}!T#ED3e^3v7n^R5bCPT4#
zIE9XC(2nblnbo^>f?rZWz%SvjV{&(kHiUnDZ%oP}`uNe^C?5P~7y&yI7Hmzp8&X7f
zuL#i|(wi~ab<wqVPn-8h%}<1DCueFbtaC*)$I;N0YDaLw*E*nC$#3NyQrfXV!7ml6
zk65uZ0#wk6vDI@Qut=^gopL-voOzRytYrlw)isbcMilU>-QpSO1Pt)W1q*~AKR*cP
zjFiuwE*dab-s+b^B2hU|Q!COr9AouTLH5buUbr6~q@D{g2EaVp?r7v7n73(>$33Vb
zJ*ZvrpA$Ibl*J>-#JP<Qr>g?1KEooOLJC52Lvq6^SLpCdoCO*L4uXZ{^f?H#7^m$;
zitV5sc!Ry>_6-MG^f3mC-VD!g)g@{ZVO3pud&cB`Hlz+YN89B3fmwiGAOuB{4!FWw
zO*$vB5kjKd7sA^S3iUuZ+8})bJY*K2W-NQOeg06<tzyUg+=4u-I7=|*(Mi`t`V&kR
z45CG#;w<RozCfZ6X>>kYUe2JPw7?dYcFkRHs4COfP0!QD$C_H-hfx0mA;0I_A1#`F
zPj!>Ga=El!__W2*+lN=Fc=LcEJ!fp70T`-q-$l)3=N@67f1n!GZ@#`x@Z3g9hj0=p
zW6e$MDspHCsBh8dQ9jngh}<99kUG2g{JnnE*6H5k;YSuYi!IQ)r)SOq*Y8b|I;;82
z9sprWS>xQZ;+rr|vJlhIvCs=(ShHAT?>&A-pIFy?yyf=fbHqK9?W{~$s1MyOO0oD3
zN16$UrU45>KYs!vBx!A1X<G@KIB!T_aeub!T#b!cXCz%K(pHbuDKe}OnC*#d@k5Ff
z999*y@U*k6M*oiMOQ*@f;Gd?J#+K%avuH-!aFq5ft-f@)ak%mOoOQ!R>uKw?lbzgY
zn)Y_|-B8-laYK`tMq8@8rUUlJ>lSDaa9yxYa0EYn)E=odxQbDSg+XktV5Pp$G(;za
zJGKHkUBx4w!b7NK_*zVTh_s|{fy@O!X`6Pk_BE;F{A3Ja!4l`Kk^VNzz?m@uV_sd9
zW+E$|0{3X6AtZx7;y$}TW^YTdNP?}2#w1d2JY$yqL;2hZR)hO}+`I6X9`s4PeqO2i
zb@B}2iVB8B*FX#mjN=v`BY%-s@KPPydk$Q75@iePCch>Gi+9R&%?L&kBE#UN+VuC>
zxL730Ygyk98J$R!J*K$%cOPPt*;1bHr`T34Bd=CE&LewE7D{*oW#Yx>*knif=<9YP
z8ghKLUIXXBL>#tEg`q)Eyd3Ov_{H#fCit0Q3St3L{nksf4A=N)g8cQ*Y*w9Qmw;4#
z<Lw#o@zKf3oVXM{)D=`Tyl4C``7AB4wh;<F;C>@}GX!%N?2isx6aG*bYo=^d??+DB
zGU&kW0&xOmsfWpUk^8=YoCI-;Sr|P=1t&`4MJL7bfvrf{Ggi?<O%|bt0se|pt272x
z42gS11oML9%2Pq#WJh1Xp=0;u?Vo`8&hyT{NQL2U!5kX<%AYQp(Z8F~;I+`;l~m_t
z)}`|v>rYm&OU!ufA6m}-tgLj++jGk+c*FZ^$DRM!z50f?XFK(^@$#J4D=Es1as*p%
z=LgmFyxDr3)>@o|!>CtV@m&8si*`93re!v_n(6%y*J%RkZ$`%Xs>qV2iG6TfJ@Zs1
zv(g0^<^YTg2p3w671(RX#J->FOpQ#Lk1}S5<n5O0sbi<EoC=9&GvP-@EA0CBYoDK#
z23zK*@=CyNf&|gw*GTV3q<)hWyo!xC$h?j^eN1%|%C@*Bd3XF%x}+XmlOztyA$XBQ
zxzPHqUwT`|sh5QIh4G7j;y|{rhlHO?a20t_;`z8&Yp_fEf;|~YI$I`-xig()54_vB
z@u6{v@_l6@jE}avI3aQpljS4Xyj839^t;(f2^8unBC;5E*SX9+Hfti+tYlB+I2n8N
zGn80U?`hAa*X2G$m+f0<SIPT!As_S;y~qQ{mF6#`KM6-mI?2wH!vrQh7hVz1pnp!Z
z3)q<qt!u5Ag=~45pjt|;88|h98%)P_pyJj#2~}mzK@ya#9KQyU{Ty61{V68cOn%OX
zV3aan(4u`M8Yvc*yv7C*v6k#FfMhBFX66&ysjqjD2X`Mz%vtlC;OpiPpCb!D!tJ&o
zfPr(v?n;L^^7ERtu@Tv)uw`o1%D^hutb3YwMA!UIJ3_CiTBa2$djiLj&?2Vcn;lNJ
z=`Lp@<(>G<QGmCgTw}&4dkk5F>5_rIsi0TE?&QeTIbKvz+VXUjsif%p#pycMk!M@q
z>e==Ys1G$J*{@R_j3ejBg}}=*Zo}z1u|V0SC3$aJ0m)cw$8Ku1xhcI1_%Q97*=6yT
zkHot#{MF<z5w;ptvc)MMv8}P;lXs{UYajV&_(NZf1gwA630V(*gta+b#8*N^#V>8d
zct>2xQTFBJl%*$*3)VL73P(oNeRQS9&%mj6uSw5VRBM4IqD}ZCM3Qui!+4@i%3y~=
z3w{~F06Vqzd}=aVg<G&fvMgLaX4zbHe}jt&gxORYlnsBj%T$AlcdNP>KN8Bp%aie7
zB+pcT&fpg!201$SM?YoSTbb0_D?u8!$C2zEF{3Ds%`G?4J+`w4?Jv!PD_XqJA-s{n
zr0*O;;(q_$Z>m22P%zm+xM8$P@j)HVwjUT+-(a>o&Tb}GJUZWU`&wv3cs=k@fu7P{
z+oG%PeHBZZ4M$#Wcv&yGL(&dRO<7D<@Xbj_)-8}D5vH58f@2}HBj2vBwtIZZvu>r*
z;WuAM%S3-=X$`gQ@3_yJ(fKK@Hl;PX)+aKrGV_{eYjm1?owXB^8l-Eo3ae9QW|xAY
zY~6*GSXvVlH~XKbvpsw*>O>#xhIb@|<f~YTz-Z|z87foAx^h*qs6TKLV3e*0<Z?Bo
zzazqE?~7Zm{Gw#tufd`9OIJ_tJB8iK7Ocbf1dHp{%Q>IJMS|pgN-krl;Bewvc$W5e
zgyDI|yzB1#PON>|kY_;#L9aoB;O>LrXe;oeu8IejPdNuU_c;bU&#owk+9g}z9mPJz
zAExtNhhW4pZ3i){S?nFahV$)O?X6N#`-SO^zvg@h>FuaxjmUCZ1#)NNs*njo#)3~m
zR@^G}IYJ0R_`xV2F>YNz62rR5#nE6$^fzm8%$a^+N><FGIb)=y&;1IyTJM)It;a7N
zvWz+>474V&DlwIpFU5p)l<e-S1K)srA-;43(@2R{b-hFmQ6aP`)f5`Mh5yJIrTc0>
z8IO>B?qGZOEEA06bPA^adV2hsdZ{C53&9Q!E=As<>a<m4t_~|Pq{&HaI;kAEmTBqX
zd=K%PCGL}E0KaJE+~9|ooC3V6Y9f;qho*{A(nE?BxW*=qQ%TvI&S_Xi=vq&I;tX$E
zVeE=dMu?A$S0lc={=y7$g)zjlo+?^DAiPrqy-XMS+<KI|(=n`z^7usYt+Oi;Rws7M
z?pHAr$Ie(_cU@pEFa{ba+t1;xfik~Kh5Mi}U$I|{<yMl08dDZhLd|h?CPqHW(GX?}
zMaQpp+AWhqQvZHBdu8kX(UQGbN^YCJ$>nsT2U&+)@Aw$}!PwR?VB*N@8aAW<XOX22
zTW*2&^@&c2o@toF^2EfckAzNl?pYg2tLyWUNtI)2+H%d$=Vuw+yVNoYYMthsuEvI4
zJnWOyVo43nJm#wk(|5m0e#|Nj-5krhs4(7164(*vz>-yFF+>d}&JO1I1Pg>*-}2WU
zhTZVqOz+WpUnRZMQkq&&?5x04$vi&+e&Y@;dEEX+$@X05`Ci8}z~cAUohq&$Y}&PH
z*~t^{bKpnbYZ_@DTuz?Ko5)PMKAGOk&8f||4_6IwC4Ent{gSk!EQcSi%Xq`yC{L&y
zOy8b3XBIeVM>{KxDH+#A?rb;k;A|$VrnZyJy_B8LwUL^|TIRO);Cy9vb8~&uOjH%7
zwE3--`{m0)L|gASubsFSA$Uc7uG;s$>N4j;==&T%wb5(;{CXW%`k%f0P7m>rQWw7;
zN_$cK=G;FFK3T2|DG@uozX~wh=p$c=a)lE_<WCbtJ(ls&<*s2nlg|>h_957m_QZ^@
zk~gn%vT12j92eOe>p*r#E|2U@Os*-ya*Fh?+~q&m^O#oew8z6;nD~WoXYC`ZpQ9Gf
zMDN_n=gG&H8_g!rl786OBsP5qYtivEGv0@w4z+_x)%Xx~EAd<6K5SE{BQ&kvT@J(F
zY$sV&RW-RAnCzA57O4N5hjTp}@3To@1a--fwm*Ik-F|tz!Afg@DCf_|hs)Wv>z_Yk
zZ_PXRP0G<#8f0=s4AW|~gbM3JK}Y1NN6Y%0pkKMmjFT-s(+wjUB7aPmZ6jx8c4O;R
zTx?wR=&*=yxrgNcYVEDVs%pA`ZwW;}P*l1OB3%a#acJq51_1$qLv!HJ9n!6IONXR%
zmk0<*OM`SvhamNB@b<3fx!&)6uj|?WxcAy?X4b5k*?TtYcb2vb=j(RuG*78>vnC@+
zUIvoIW_P+aNRg#GH4r9fd`!&Ao7>(wc4`P}{4N8_6LpVoYxNL0=h9&*(_~5VZM%x5
z)GAC-v)t0tU1P25uwyE;X37q5cmCSW+xUe6ZE%ZhW@LS#_%K<=LGUbPJ+EA5j(RN8
zOLTLW?VVq<f&||&jV$AKz}UhgB^t}}u>FGSS`Xo}LBj~a_4V*03x3_5+NhbXox>L<
zQg^L(>ZmGEgS6jhXR^~U_F5`x`4`9tTcDS_6iMg1buo^n|FDoX4JLFkG{A8@m9?nz
zcx4zkLH@07jn`I_Yi5#9y5}=XaY}8v`D}P43!7NV-r?Z6`;_Y_$xNi6hmL9N>@w-p
z$mLdbcSzwh-RwZc+CxMCeFj)90rk6jznL$mbE2un(xKXfc;;I;r~REE@=sy7qV4S-
zwLFY82izkW^mvj-FZ89x)m0UlFeW8#%RlrkCsRD)n=NqB|E}h0nEaWB*b^l{+i&D;
zxXfjJ7BU}9kHdv*0&akdgn~C}%56OFBbX5Q;j}&o6w)c{(db6@{yU2ckFkM)ezICz
z<tO^YqODPFHN8fPs%;bqq!<%)ajdK9ZJhEYA{8yKMv(GiC_A*mW9-xe!8W9QaWN&H
zeF`5>hIcF6<`vp>D-5NYs^yv}kZndN5xQH~L0#tYyT>sFdHXM&$y^OjTY6F8C|t~h
z=P5^ZR~Z&fO4vg}YF%|`n6rn?<$+(#mo;nEievu%&!s10%||(y#?_-a`Qf}PRMFX}
zv<Gr%$!GTmoUktOTa~0CSAJ2T4L0l_qr51(<3sS3+vfq~Sb`MmrPbk&Uz*fc42xAk
z4?MT-U4-O$qLFeNO8sZ-?61%#0GgQESs2o)2noxI0jLNQNX}5t5+rN|a|Ws31iEZN
zRz@IkR*-@{!WLv_1yZoGwX?jYL_nedi2y{_O)WuoCWas`CUrwYbCAMy%>L%Ko+a#W
z%HoEGFp#pHJy0)DpR%1Z5O_3X5;CxHwy?4^wX?YnbE((>QF9w0%nwA>>_A#KVa;ob
z<r>2IgW35NKl>{>c>|#QJ-YcDO}S<Teucna$jSa0(T1?I{}~J86LbQY9&;cnr+*!C
z<EPoFZ>9m6!uV;_Ipn}{2oXaQQ%M&aLuHreDh4j*2HY?jK>-XtLA`5KgULw`!34zS
zfOx4b2#E3WKM_%q6@PNA;KbtuN5BC>2IK^{u(aiI;-|SO!ULRNi&<zuH!61K{4_7*
z6ab%ES(uvwu|Z~TW>zLv2qVbI28dfaTG^O`SeZF#fGTZZMm$PD2=G^hz!g7@iJcvS
zhlRz_(UI8^!fa(@%yP|<uz=ZE*w~l=4JKP>OFKO$CQDmNpuHPIOkez2%+i+m#wKP1
zD>#ek3l>&pFw5_Te#cNvtt>&;4eRM!+1v5c*xQ@Jcwk@{2N=r5%>?6wK$uur4Pi_`
z)D+C5$IS|1<z#~x8nPSwZVvG`Gyl;Za06%%0{8(q;{lK>n7x6a4L^;9f-FeF1ejjG
zKnV~xGnkWx<&W<FudD*b=D&LZ7|=i5zz68?$N{l@BWF>7z!6{rvqG4_>`Y(|6;>z@
zgoB5JodL|s0|xW4{7VxUe4wZZkWvdsvGspZ^lzGfD{5t<0!#@3RZDYAD@RKqfOs)A
z(6a-E<5zn(h5pdtW4Ruozxn2W?JYfooZSD}UvT*Kgud3}5w$X~zh-l!ME_r=%l~?W
zVFrI1jIg({xLF%80~W(y+>k9W$gF_HFasW=YZwif*?NC@m<5=TGy;6UO#nEuFci31
zc|sO;zfLSnuU8U}g`TA`KaCR;%+N^B-olOs7^xd=*ssyBFctW9a#N1wue$!rSlx(#
zl?@CV%b(8;0SwUp==k4N^w+}@pjr579IqdR|3Q5H2EKlQlsBuI_P;G^;0b>-iGeA7
zy-H|Bd9Ifjm>tZ)3WadotS%Zbm<CV-R^k6q<4<zX$;QwK0}NuvxPBb{I<EN*2nWar
z^oNX_3ko13*9XY*4;j!b0Dk;a2Il7E0^U5o^*8`R<If5p05|pf#?1*UlpXqS8JL?L
zKuZ3p2V7l)S=Yy(jRSh@|DneX<pfx^f9Y{U06y&>GFC8z8}Rl&Wvmd6f0t!tWxHnK
z{;3CMzkX}}QwI3q-~9kY*R;~V^f;~&zJJQV>;S;{ZyCpbv6<sP+hFDTkN&cPq2T|p
zg_Vu_-~MA|WxvL0{%H%86Z$uqosAx_udo4fA%a+xO<e$Liwgu`z*Ydwb4}d<q}DYu
zcSGO+@Qx@*i;s&<m;*406Ur(o#3n8z!XXM~6BQNa;^Ytli;F=;1^)jvZirr6J3Sk_
zn@PzAW@F>VprR6!7svQxfnZ%HXZ&MogZ?@DxgeatyX9u~V*#6<Ki-X?|Gta>jlZv>
ze^vFjg@gsLl33U471$|Z-C)EwCx8{#<kT<N7pUwvbz}=-Wxv^cU7PSXRvNhc?`-vr
zA^+x^fr0sjI0GlzfQFEzr4_(KL#|m(CE)ruj(uGiz@dQm#&x^bR2Ojf@Alr5xG`7@
zsONVtewp~YAAe`G*?}2w)52erHbA%iA-krifM#w`>VG!FdQ<Mt3Y7sE>}F>CTkDU_
z^UWYiTx;DB;Q!Y8gAKjW5(kuk8GU0Du#^6UlmgurX9N8rP5)i^+6li6`6G!ZE0_Zc
zy)N^gX*_?G{sn4c0jWG^+~rEBxNNdVD<K`2EIUSCu6`cs=a(<)>X}eF>_p(WX?{y$
zwJKCG7y0@1(r_V91F)dellZPTuOfHYzA;oH$#_MdT2ebd2NPI-hOu4Q{OlQOZg#)?
z9y06B^qfWT-KX`%9>@Ns6JzMv{9-vv)8kyHu<gV1BM5qPP!ylD{eFiw|M}h)#2S}#
zVZO)MIFq^mD)S}Y(`lM4bC!;tCjL}rM`^mulEEq3il~lvb8oJW&vm<dC+iBr5yrMZ
zNWW4UsAy5>UfI=_j}cfPat~PI>Jhk4B%OIYYo-aIYC@@fC5elUB_>!DI@$IMUOR4M
zWdn-ZMJi2g6#90=;hv~$>wNF}fZZ`s!2wSzZRf3i6bB@`z8^c)j|%u-)!ofXLm_FF
z^7Ta~a&inAF}V+d@jY`N7UmFt8G}zTu+l}%kmq^l>koYUFdX_j#3}D|Tiz<Rkgndh
zVs^wy=P`+_#t*{tcNu*9&~$;SIepx_X>v|=trfixJ+V@ZU>Y|VyR1AXy!HD7ZPXvq
z53b_BP^9lYUtQJJ-X;;oS)=Q}vOnwU9ykkAT_I}tYO|0rYL0r?9=AU?swPq49dZ8w
zp#xg&Y)+f%?T~6XbMYHyfpf}*PVZJ9Ijs+m*M^bZ+MKPA243pO_$_n2`i#YS%aU&Q
zPLLYMkQG;2M9Mcg60S3k7)?!~H_lf$^-`fq1;eMgy+eJXcKy6T*!e91x)y?>b|d&d
z)^*Z3PTJOgyyx((a>A{tV^=>Zc)FDVYoMn*$C>=19$l(l8-;XFnwv`Vc$sIlBt4oj
zrIO;?6Q)dv!KB)TH1WhtR#BFfDKQaDrN*q1gW@(<W>G6Y?C^|KO#{B=Nl7YyRyUx&
z>dxn#bnFzgr~ciM0H+0+OIyj5H)k>36_*Dw{5HJp#5oJ45qn?C=8IjV&22c-;=D&D
z+N)J0th0s?|3S@WHvW-;N9>%MSbYR&uUuWO4oMWOs+X^t-Oj#nJK6{(Jwgq5<f}p9
z26cBj`hK+94@wH!sy_eGwzC_sg|UNrPF>Fs9eliDLnu%;5SL!@K)qZ$U95p8{U-zH
zC7&;{M+q&cQpo6g@xV_#vfVQ*GV$pJJ=pSV+US7`T%m9DlzE!|q!Y-GNoxj2_s_1<
z(Irf&h08=_phd+BgM5w98u9l9m|vTl`L8T(J01*{I9`RtPjT|2MtrlvKsLN%mgb26
zCE<>;EVhb}QP)#tE)(r5tc`XCaZko3dsFmvG9C*PFZjp6!=YQGy~4S7ZfEW;U<m{U
z_+HjSKq2w_Ahk=va0)^6dQzWl?~}WMvmTD=xFVLEWJ}6gCdwR#Y0a`{4+4o08P)w+
zc<)oH56*11k?C<xMC$62FHXKE8Sg-`h@Y|Rw|V=-sNH_$>Fr65cP^>|eSrHAw%bLB
zqPQ6UTG0Vogz^%pQ3O>H8N|MUcWdt!<(ySIRq48(3c@4Rw_Mcu#|2BhE$tX4k119b
zNtnOF&yAvfKN&>+SC82S;l2Caqy9_uL*H@FKU6aWUy)b8_G-uQ$iPM2CE0pX^a^iR
zD8j2loNx=&O$7g%^P{P4Qeo6}jmj8-7xYuph!f&CzF@Q$@G4L6`)WH%RZkp=H+!lu
zc}>*@U2QADL!`Yb)RlYmsp<;+-C7=Iyn?E8M*|Tgc7_L!CBh!6)}sWV8+A#wD27Cx
zEKm|9ZRPs796f8Gb9-O}6O|9ZP?Bg(G>tzWqn2$l6P~%aBPZ>6*Y(8F5UJmDu(d!b
zPad2zlD{#hnL)WR?np(I*4*A0_fsHr2W?zNYwx6KGaTtCXV2AmP|x;?8AXx=^6Bfy
zhh|KqnWqvz*grVUO837Z<*?@%L{)05;1v#4j_0lVb~n*@5!I)VXj)GA*4AZnJ*aq&
z+Rr7wG3k!AogfLrLr*!%N9mv|j8I2S!ME(VX3{5}vTeEEWJHFMhVodcKAZtMe&ygx
zqmv5g=fxkPcdfCb6Lf>$VHj58bbBVQ)vh-_%*()+i<dU0qK3znJ)x<XhFaKoKQtS4
zVxZ;kJA_t+a``-5b5D+`!Hq_2uc{6U?Iewt6GT1Z*%2xWk(#-sZb@i&Uj(rm2+sO2
zi&@CvoD%Z%9z}wLc>4PSj=m!Ya%!0RR9}99V!xI(M-f&2n5YqS=kRXxLA;zY7o;#P
zkM&X*Y_Y99P}yAOo^^q$jpN_^0BWq~l;mW6`6zGPfMAr!g(6V)jKNQDi!a>BM;oJ!
z=pjL9m+u9;UJV=$JxE+@cheziunovQo=w{BVxHr#x}YW6K@$|rr$bnhgnAM*m{>)f
zkokS19^hxXGpje#M@pWK`lhHb=$k7z-|W5t6C~E5Sy(pv-F}s93ar0tb;Q<1U2~5V
zh0-38C{L*6(-9Qe`AJPu3ru3zG1?rK(h{TG;bcY*0XSf{vX+)P(M7uvvuG@eVsQ;0
zwV8_Jl81&^?1c{WiP^N~pa|(z-}Q{|bVuVRd>!K?)^dj&3ky-L0V2%yNKmfWx=$WD
zd~<V@GTO#g-8A*SLCyN(?dvIh_d`8x#<5sKGc14FV%PB`ii~gyJg^%^T)E#L6&k?(
zX*7=8J^CR8-Q}^v@bK$^Hs+(4YQw79lRgg}_gu#us#)}fM*-TRdo>@-8=OSPFNi0)
z66A+FL2mVYe!FxA^m%tz_fF5r4g}zml_nyYd~_Z}ikUtu<>{hd<p~s|7Mt9SV$8(B
zQyTEKre$@aNesX8WO=x80SV{sEMx3~H%1!yg{KU(a&jJW&yA>wNd7e&GzcS#u3MKP
zt*Qyxn6u(tR9|qWU3kS37hb%_&@;12m!)Yhj!PU{6kw=Z#EcBu)+wRH!%=hlcP#}=
z-pnDghcD0JylyAy{(O9HC>MH^1g7f|m`J69xcP6Zj78CJ`*pTI)q8PE$beMcCzFpL
zzh>Vj153jvGOWj+0SymH>74@ZtL31PJE1Kw5ft^M_)z_c+&qRd_(vX!blTdQXimPD
zSmEwf#Tk<;+ng#`!kpCi(LVwkBHCk(EN|0P<w-EdNliRr1wp8QnSQUHA&c*x{4-52
z3k9`IHLXsux6y;TLTchZ#BAPCVZFJZn?l3%>GEs!d+2%6(<N)ikN4JiIK8t28-kfa
zny`q4x;u<+7l<e^x<)d7K8~)Pe?mJ^<83f+X8paZE@M*3@#El=CH=B)`Gt#AY9gb$
z$U7U3E)|#Wd!rXQRFrxu{4q*e(9V6>q@TMwsS@kF_5*rd*=6kgWZWB>5AlJhQ10>l
zl292a*$YB0<4E<6?1$e?3}0e>jCz>StSB57f4`(iMm;csW9l<!mG5zm=11(Y(IBnS
zFPjHsw3$JVqu4_0RmF!3$aNOux&t%Sirf(viYFK1N#};jZ4^ho^rFB!z=y{&>tM@J
zpfs*ch)em=>FELR8_*_#=yklO!vQ@|?y!RIW)yaFuLnaj`u8gl=^1qf$1mtezo`0&
zyo8$<yHtYK{n&+$CHMG{g!7B{*+tf~ZSQXZLE}*W(RX5|t-{$h0pClJoxQW(b7KyA
z`ve<!Z<Izld1t)mD(DaO?$!$q3VZUC(6?%co*gq#2YEBs$t<=p8&mmd);2vOBv$9}
zc$|#EuG7S1OH~?=z3~gKyzLkxoW?|QOO+3}{;)MrI_UJ;mi|#{dZlq!e5nG(6s2pS
z8!4r!d7pmeT-s1fnoHIzQXfgFK}=6oxjQp`JNF4IrK;b2PSept)0ZXde}wPkX|mF9
z9jlnNKE}Ick?7H8@Sx^0_@Dz}@$&K578R%YE>_GUZxWHZ5>5O!x>d8injxjE+GXBV
z-v+XGY~QgZ6r~hyyYf4BNYqohnJ{xsjM+!I7R&q`hq9HFlo&IVhmB)A-;u9+BpHVJ
z8R<~tCBjB!#E+nw<{V=n>lVo%%I#64qoFdZE#*R{7m7B7jm^9TEDux9PlmaNMjGQU
zd=%;$_tMI9Abx&*#ZO-5($iCQBjBX<b%_IW(*4!mti+T_YW$tIwrrd3NMlUn=x*#=
zDEW%x$`?n`#;En%nkKxDhBoV#7CmRhdm)t$%}~eiM(LoEJh=t>k}N^J$|`-d6G!)`
zL}?*YI451}jz$=Fh8sP(v=yAR#Obr`$8GK!mx2Ql+)s;qx!G_1QYeY?A7-4#-WBUd
z#8n;V@4n2<!0^KUHq=d#i3o#me6Xj7c~0m^ern0vb9a1m<yHDay=YgA)z#@#u!Eq+
zD0eB}*Dgh}0Oooe>Zi2H^h{5MX`QE1O@Rc#%=Gl_{G{f0Sx$qNc1eo6gFk#GWgUjt
zXNX%)BGWqja=uihXBGI`rzjMPuN9TSQ17-hR8fG-V(mpa)Fk<VJ`Kbw^?JWAZjC-h
z3h9Sv#{~<C(AC0W2weDqCe9o65_Xv$E{3&_0x7s<DXg*YdWl+1Lb5t`_ZrPBrW`!v
zsiMA279|&%ami4*K^kG!9z~bWc>~P!UrZ^QAV&`vX|tLO`yhJF^1&sO(&6`7BYbej
zUSJ0&kiZ_A-Blq~y<1r)O-5+51TrlNA_;|Xe|{=vqCy&Lila>}!50_U9=|mA31<pM
zPb8r-69SLKE6dTmo6gvS(MUhE6v!m;B76oR_JWO&<6ap(gIm6Ml!Ob3o`!*R7EAs7
zbm{{L%a*VcC1=7@Voi;0!^p6cD2YDvl5cz?gq8Z$S~3~kb;9{E&ikJuGd1wzd)W(;
zOw_1Vg^PpRWn%*+xb>Swxw6ERrv0;APv)jDv)*#d)0n7q)fGRm@JlCQHOiZ{ex=Cq
zVL%+xO~o-~*g;>G=l`veWh#YknVu&ET@#01f>VP{X!2q`C<T{hfv-6XJ-v_~(kO1w
zjiVJFTwJO)9Mig&|A}?<8`(GC=k}c!BbGV0H9IsU@Gn(WdosC4N1=%{RRutxUk-W7
zL~5n7`oQ&x20THU$+*CVuTkpCi-e{5M;P}CU({kYK`aT&bQB-cmyoJTYuMdzl9HMZ
zo0t7d&?p6ww2g7$yunJ&Yfn4D<s}^DtTiwq@KPkx#WNs556x5ujq-~=R$6~bp&X>?
z<KBGhLObY;N|(-vz-)Zt2q!6BmOLyqFP5~U&h!@=E%TFCtl}hFw|@F_V6(1Pmn-Sa
z@Szzkj4BCTRoi?qVs;^ESE@QZiDq;KJ>|}rR7zP=Zo6)~+5B*zI`JD+Zt3%!w)N*$
zA(WZx=P%S&-7bBtRm&%ki|PQoBP;2a56h;v)a+4&E(3j^X{fx`e8J&8(t#uAPfZ@B
zR36kX9`%M;?KwO5FsiRj%!hW=uq>clRAu$q*O3x-3xd4ePIgAU2t(5q6|wv<%3u--
z9ms`jp!`s#hD+bTUF&z(9uCC66pNj5V((0R@WXtb%VA?mfcgBXYLPvthp-BG%2QjR
zp4A}-nBbz7tfSS-tnTynCfoEU*X(__%6r@*nQrjivIrZY^`U1)Csv;&RvM#fJZR%b
zpBYJ`j$+tRUGlm;b;=zN+)BUaC9~-K;hL!xTa%g?)KtP57!$Jj>Kpu0;moNgGqQ0Z
z>CCHxnRaFQOiOvvJ9#!Lr{hTKD%?@>K7ulnAN|ejK89s>(R`C&uT3zup-%CCHd>K@
zt-2OXA`$T>$*6cH|H-Pg>7cs1=J+9owylrI=pvUkJil{_*J{(6+Vx{K{lu5%vDHR?
zs9Ew<hHBUWR1sS>5$|~;5B~YBGV{H}E#m?a>Q>vF$-F*OwE(c(Gg@_0E!lyBgTALE
zOdjPL7qTG`ZX9fl1S4^kgdgWn>4vIx*&xVNg>IlyH1v%p@Nn4s_-?~SA2S@gc_LPs
zv~MvotCH;<qud1W;;3uD+1lhG5pQ(1#e8{cfmjR~?_UTA9O7YDAD%{+=A)8-L!N?T
z%7vMom9l0r5#1I!(f&Zn84sc`I78@1S<aAO`UM-3(3>^fQi4%Aux`ke-Wf3w)u9<R
zAuH`GI+C5B!cy-VNs=IE!mnm@u%^hPk%MQWV&|yB&F1>ui-9evE4MXO)l5%BjBCCl
zV&XQAUDDo0bh>ATOt^Y3n2s~6%&GVB`v<wcabr1rU0B1DkIB+wg-0^|lu9}|xXfS|
zjV&@vL1lGpep1m21#BG3TiK5CDU_9+q?Tf4H_mhfoOy_M4l0w`n%pr`avk~z(O5B3
zN-{+juI>J+@2%tFNIfqJH!9~;O6m$id>(>8GCtO?c1BEA${8!UPMRCTgSE<?O<VC&
zxyIbS!6R3#3skzcKNgXep|Yr@dnb<vQnp%EmBvdU$l|i{skXBRBzL#YFF{?zjZMt0
zt=*%fR5gS$yEaFUsGR5ms9HlPBI%io(!3iW7!uy<DxCoiw5=Di-jH?n-2xXTI~S?v
zYt~Os;=`Hjit&Sp<v%Gyx=%=&J%Up2ZPaJp%V3D6?1fAe%0nh}@_#JFv8PJ%D$B2N
zx|dx+Ge5DsMQvLa<%aQV5h&V!+gn`QV@<{7?^_z4>mRE8kiL<OxEA5-*1n{}-&unn
z#2^k(GlZRdJFCviw|hs^gx^j2L(B!L#N(N;O^kY-UuqtzPU3Mk29HfYi&8zyN-)Zd
zP{WL`Kx2`7jh3Xeh~^H1aZzW#j6rY;m2A64A-<l=;s1be^e>8XtC(s*k2Z96MFxsj
zFh7(h=bcLR)UVeq;w}fI+T9UjoamL4Q^d7ll`Hwlt8A@uSyMY>_gY@{RQ9>Ah+1_5
z&d52xV0gFgTHD@hwf32&-Ngc~qlN{dG^*rfw{-b-e%3n@eS%rhcigKZ4)~a*(lK*C
zcgJ2keusF=)Ab<sQtL?V#9cW;)mr-%Rinl;#rHEpu=L0@a}u-{C|UGf$c1sesB4L`
z4yH-;uXPJ_kVQc%6!8>C3snI%)JED5%X`vj0}EF$p61K(dKIor3EcW@(u^lHs(Kq=
zH34-wG9h_sJnubkK}M)AJzuc-5rg)oB=CnkKDrk!emS)QSdNH+w?7LiK0CS8eqCI&
zASt~U?42jo=(TYa{=#u1@=z4!{RCvD#+>GoJ@^`SRMC*yW+R_zV$=O)JWqcuqU`Ow
zfpvcn5>sSy1157~H@Y+#{WL<4@L`VXqs9hK`N|&$XClunA94z!5x+eNkML%o|6+*y
zNbWP~M~SRCd*Hhv@{+z-fbvmt=)F)#m(Ru33SrH&$w!*6zZx%*J)uM?@yP%kH>gt#
zx=kaw$==biY{L8e4wZp1F&zE#2<jKGqVkV-sF)8E!|94gP#eOtit3-X1ZT^CPTU-d
z_aZcryrBAl%jYh<y~p}+mxmT3W2p%vU;eZHOm02ums?`bqNCM?j?imSPUBG<rUz-`
z`8RP**ol8UBaiZodtLeL_)tr45GMPqY<Pz)Bih{ubE|La?DT?ynCpFFvsE6t-j%}x
z4@R@pz7sZh1Jh%V*}H-*(E|8X@~hP>$5uk~>H<4SEHe(oHWKH>PFfDY-%l)M>!_BL
zrmL(?KCI9$HKF8{FOPR0YHuB;^)V=N;&UK+n+)<$F{V7Sb>@aiM=nNa=Nc}y<tFx2
zawFTi1u}2t!Fl-V1=(T4-ET~w<j4JtMH@M!N=gj8X?D|RBN!RQhNGp?lLfL9rQeNj
zW3_e+N^QO(x}}<Cf!No0J>0rzl4bae$(K>q0lE%V|K_9Rs#DdKVGqv!St#p3yI%8*
zq9vANkOv?T)u@Prw`$Tr@v%n(Y{8ngs+7Fp7mQ<a)=cK<_D|)uRDCU8>}#|R=`F6M
zT~|r}%;DLY#+?C_C6hG!XIQ@UJlEGqUy)$nDZ6fcefC-3z^9xPA52=4{r*&YgVE>x
zh;eqgh*W2-8HR;DZ>RlZx&v-`qZ44pFq_6&)HS^5tZ}+{>WWbJrNhT{gWsWgL0Djd
z@ww|s;>0oYQPVO9drZf>HVm9ZFJjHmBgpN6iSTNBI{X2uPeu&|m{H_<DvwNzByD+?
zd%EWQ7WI)?oRl0GO(uPxzh%X12qiVvYsBm?W7<#l!+fKL#hy$cqn$5C!_ZHoBQn}E
z>bELuiItQ*1*ujusNjpU$z|It9#Yd9c6lu%=D%Vu2bUdkDZ+B@`Bbk;z&VGOfjrz7
ztrCNg@Klv0noXjhFfn;lH%7Qsq&;NrcmU2X=?Br6<~NP4>}A=QwA9g3C{~Srysbim
zBZE*Gw9$I|vz)ohL^DD(f)&qPg)s_uBFg{8)YtN+v(M&%u_m#v{2UlQ6Fp+Y{Ghr?
zqiBe7S~lh3;W=Os_QJpfER@68^L3!fRrlgTD#>(AAIgx$aPZU_!zzEDhv7qowh)Jh
z)SzrT>6_;$&1UJsx$3UIWHR%Wa1Ljw2#0XB{ykcphpGyON{ua>QpG_$r9pM2n0=!L
z4rg+bVwm%c!NrG>F7!)zn&0!v*cS$n;zXak0rnM}`M|zH{9{=5<IZmq$H=8Kkw$ya
z9dmS;U+lU<f@D`w)7#H*{1l@Sv@LHlJ!kf*{k)9A-Hn*s75|_NPMOa%o3AR-)w450
z?xS8*I^uHSnAH|Z6RH!&GY#|%eS2b_WU{j#fUjIPGmx3<hfw2Dcd2(^ICP0&II*T;
zm>T-1Y|6XRKUT%}=s~yYOT0&i`qdD015CIjW=QK#BTjx{8kx_s;q<HT=w(>qR#Grl
zSWgr5!<E~=EX?lrM%I4FMNS;o2Y!QMnbd8Wa3F%!?KTuN<b0-i{(?tl=KS&`tOTwl
zhmwGy5nXnaUmC57LbsXRq{xTSLyHZgo*W{n%#I<TBFi^Wc2=Bv->T-AdCNF>!^mFB
zd2oYZK}L-545KP{TD<1)OYPbD%S74(isy{bL^=p{e1Mdf`0IBJU50O_d5~tq4+A!i
zSv)j7`Q4s9dG8BaRXxbbpT^3GFR}l+{a#kNTdg`@=2ZEG5~)FtmdM$r-DXAfvw1--
zH+vaFp8a}%5*Wm@z}#Y;s@vH<@j@zwDbC3{(=2fNm0H7<Y41H&vLp%ld{+e3T}j>j
zcyr#8NB3$9#g<B9N6JTnVk>SfzGd7eD_S-_#w%KS{tdfmS#2~+wp2MWmsU;MxSbv?
z(>lixqp)f<A&DGnFl0J6b{Z;dELh@8E7(`@rN&fhrJ`JekPO(5_UXfvP8%XOG;DGV
zJ3Oj?T0_LTU&(bpb}`M*cq?P<*Y%pgSkq|Di=mv2PXOzZFIRCqtGwGka#6M?x(4Fv
z#bwjK?${fDkNCN>2PI^>k6uJNe(&<MrV>vevt@B8qr?{1uh&E8uH7N@079s?Aq&!q
zX8j4it*06(&#tLfEA(#CxTrlxR&tauRF)@IeW($4GzWIBdXR*ZKl)})l=~}P&_`22
zmdDsn2@k*`(qX>r66o(&;XJ2r38Mt(wN@E1t}Yt(cd$M>6(vvP92MD6(|n}p7lDaS
zX)F&vTKduuYWvPeFt1;kQ8t6Al&@9EB&YmizCo{(`?*nO?>Dkl>k0O1@Y3K4@HJbJ
z)1OLRU|f)>MT2zg1{WE1IU08G$zR@u*>kq%$dpqAOCMRo@WTs>YdY$9`s_HazpVzd
z5)?8O-TBy-?ruu?;20JecPB~(513S}Jueu^5eRoGmNNI_&3~?GM#QD+60v|IC#LaO
zERh@6ePc23iG<=C!Xint>kq5J)C76OOab7-irv1I9d|@zESV+5AkxAFSFbLrkZq)s
za&;Lk4fV>v0cNOVCdK{{5@qI__eLU?#NK`QQLb=(<3ZJs(LPNmaY7xC*0M+-T=rwc
z<d>5n6F3<|cLq*sf-0rBJINp{aBGsz_&z_)bN-~RWPw8%(d)OCU(Gm$Gj-faH2gAa
ztT?wU>eZMTK4wS`rzqp*3xw0!u>XjUcxU+>gGcr_bP`+UT|&kKARGPGS6)l2_3q=q
zQ8lp+;~reaoyEboB!r&BkBpM)*e0Hu7Q@Q3&3Wnt1AmI|mB=_{mvoa*ojZw)xd7W$
zH(<Lu?@0Mns6NRn__Pm1vZsTyC!p1lt<<94Td%zC$Cus_v2}a!P%c^zf-L~%t8>d<
z-L7x8fe(*onyvQoTsWmw<4Ih+Nvd0~xlj)b`MJ7hN(ftSC{JJX3MZEM@us$L&4W75
zTcBq#1)UV>feuN#uKTF`<Eu}`_9Z80Jz@@Oo*atw?yf1XmgDRXI%2R<X>I%5e%ACR
zUc6ki5Kb90!gU>K=8e+1GPf*jHN;Sodn9aupG_9WLN65AV)kP2LF?1$g7H|BarKdg
zi41b|!>akUOY5GWw`cknhuQLwomPk6AfXD@eGk4eLRgod9v%0gHA&yo!yO@=!r6~4
ziG|m6sHht3_-}S%rBHBZ`j#%^Rk<$jn-aig>PyoX{oWB9yD5l3;LUYJHbWlsQd2)i
z@AH7+N=0uguPkwRutCSy4NgsJl$h9EMR$g^M__Mm;YoPk78%(Z)GFN?&Y;Zt;+~6d
zIAjd3y3l%g=sXs;k{EDoHNi%LI=!;K@8BT6uU~*Rs&ikiq?7pl54gqXLk*-dv^8YE
zoT@wHMeadA#d1y2FuEo^p7?Yta{6R&`wPFE+S0>(N=eMxNM%K$$hR_Ismc8v*T{8^
z_KV5D(^})8iKau>+9Nuz>1IeW=Zd0<IV*FPK;ylfBEEn)<ZLWXtit7Lyg0?I2!X5+
z^Ln~v2OWvlhs#FJRqB0eG<VV-v`?zNpOZov^QKOTnY=$Y+OdYG9f$P(wL)ji?I8~x
zA;nOcw~UtPAD@YWzn1ECME5h~kS#sTf8gw&0p16fcu5=IZbe!gx+PCcopndJPw4hQ
zYy<`<*a|*O)oE5;b(tK<mdMY9%l>$Je?<l)glce*?QPgkcU!JclJFVYj$#+Mi&C8D
z%N!7)pObcBoO7u#Z!7fDZPTnK@KdzadL3h{EpFY?HIZOC@t!s`aUP>Ec@LwIY<2R5
zsMUwqBC%IXFXM!^5=x$Ju-Xi5v1Q>2Kd%OCaI?K2ZCcLa{kWeS)R361k52hAcaftA
zT6gEqD63qP&(%wJyBhlHdf^4)m+Kf*0fyh#yJDKjJ-DDRI~hKF@QPwM433n|q4j2>
zMPOpyZbNYq3%e|5i^j{o$0ROm)AEk>^(@09gmcj5&N{B^+mu)@kt8&k&wAEs$mcrJ
zV0~CGQN2;@z&90{@dys{w1gPFtQuAEAdF$QUH6879@-fvO>u?FP^j6+^nnqc->g+d
zmx~&*VQ{&Tjc!Xwd7ZG=m<4Z=_j!=Q+Nt@^LyS93oQW&q$+=!o?@R=AU%E}#(|_UH
z%WXuN;N190K#27His|)pW;vZtbFXM;boPJt-o`h7;mXtO3*_q>e1Pa@Va9Hb%0+2B
z$X)5XPH>=ObGhvOi1dVL_Vn<=!<i8m9p_fd=2*!G*&y=Sv)v7cz1*EXU8+ZJd)Yje
zPcWS+_)AKTK@h^!3&HaNUCCic>P5-^t?%W{46|3}S3mC`?beUEruc-J`?RhaRuw@s
z$hW>VJ|ZLub;DK2*os+=>E?rQj+=w9_5|+cU5VJ9Uv4e;wFKFkc2K%!J)jZvs7tGT
z3_U&VG<x4#fZ3Fb<{1#8yA4qVKjdw;GRpnN(J8n!b(Jw2VU}dRZLXS2ejLKc*>~2w
z&EXT&=b7`yn6dA@DKY+c)Y6Ab{ztDTrCh#$?0SAiF}Xfl-5cT)H;2gG#*(I$aH2E5
z+&#n0Xy-!j_ncu|kKBwoEneAG-HS*yp~CSFVbeVRG*=g^{Av4p5ee|$zg}HP;-Sow
z1VL=t3lJGBcXQ8Z705MSB`px=AYaT=I;;{@9`i?SQD8R>O{fMRAl9HtHGHLNK6ozp
z-yY5xWw(rmc5Qpzxyw0FziFOTQ(_SM>fAZ5^X{5=w8X6#K|9yv*q8@9%J)lHI^2&P
zoiyLAdmjHduw<TAH8)+lwK+=Wb6?jBj#^c7Up;9>N-?DIGd}slTc{6Fv{8$zdyfvY
z1>Gwj&TdhURoLAYkeKwj<a!GQ!?XN7qns86#sxu!2&BU^@+91nqEt6o);Q64{Pj(v
zx9C-YzGm!BjHl5UkB8>TlC2VjFU_mrzD=haGfi)iGsT(d*Q%)ZlV|b^R9!w*pvO&7
zDD_(3g@8LKzTgu<`cso$jjPTdscPB<zh`acZ-$r67U1ugAmOO%<>QFIra-jSkUr^n
zqh68tK->=n@9upy%~{-$AE!ZY=HblWweg-Td}+0)h5p#dbQCggU-72a`4&T?Bf0Vh
ze@%(bQn<$)rTFmJ`*r)G(cYDgk}*~iIe0wy5Z*9+)>{BBZnC^Q*RLl~UvFTbYCx)d
z0z<v0;Pa7xj+MOeSptrAIjXG08iLkXKnFp7_F$p4=?=NUlW^%U&clBEuTQ}+Ziko|
zpQ+;gjkCU(dyjXd_LOnGQtfbY+`NPd^KT{Q5X<*jlFlz(NPK8`8^30AdCWS{aGBvO
zJ+g9gyaU%MnYld6nLOUm9in2Js5?soV?zq>%_Eu1@)7QolBHI9OABAQogykkjjM8M
zJsvP2QPi$@M#^YCp7foe`C&FVw)?@roDi=!g%PijG6$(s91X|<!qZ%mI(O;RdO@8f
zn~_bhqs^4gs$<(ap7p6Vq{Y1WVmV{btTcYsppO^6Q!fc}x|G{{9o6Y=-9vn0K$reL
zLqp|N{%4DlYyt03ur<d(;?P&S3*~V&(D7(0yV{23`=Zcxp`fBhG*>M?zPR>p=xsK+
z^3aeux6s}pX{wKv&MS#I@g6@orcaM{E>FI^^YFlX?&($b;io5|;0SnO>E*Oqr{2bF
z-*&2d7=(uPDn|&uSSr=*Wp}uaUqg~R&{BNFMQ1~|uD(b~r|R?C=Dj#HX4@BYx4I1?
zY5mjq*(D@&>9zkYB4m@LgmMQbmddKJs3_#iGn-w-`_mciZGkfk49}sw#<p>{>vOQr
zI^~{NSYK!^(bC<{2&u#fz;0rq=HPgIP`VR`*MZj7BRHDSx^6qRfb=sT<>#}O)~A6_
zvSklP?;xgdRM&)#QBA20D=9kJ@1-cP|J-1W_r8~Jc!+x6e!&Hmw<e_RQ6#Bd>RqNZ
z)Er>~Z>J*bt^2g)A1gM=kUI+1!TwmLFERMno$rjVGCBGMVi4BWr(@raa$~3ORY%&l
z>c0x~DH%SkzFJMK!}jzm)#Qu)iY*ncz)>viJ3Tw=Z|<ZpB;vLW344aGr1{g0NjP+H
z%Z!TjqG956>VO<n{c87<-TsrX+o1ZcES+6HB_`~41`<LMr8RmXsmF~y)QYTcPCPLw
zJ?_O3xX*fewko;HW?orUy?>e#X%}2VH&Ms_&5yz3q*SM|H|``}90XIqaIk(r;0ld;
zMzqUx3w^@&6=kyB7l`#bLdF$J(5?uf^<&P)Y+%b1(bG!uNSOM1M5#<5;AMM!_i;Ws
zL21TSPlBMNTdI?t>q2l-UJ(f@?yl5*!r3=YG9(qb#h185<adQuer~3|PszUH2EGeq
z&Ymv3XP5O=fSFfnxM4?LSKBU_i`sNq4u@_5d576l`W9Ldi^GK%<+n4`S$(j;#ijl(
zLFQ<PE{Jkb4C<kpVQWlPOt$a?XY-TKCv+cD+T#xIY*(tDW@ib$?fi!F;(Bu!$Lry5
z)c3mknN+a3l4kU-6bX<#-28?^k^Qp*wlQ#I8D`_?_k$G}Q7*BM8#mQD_0RH9wlP-1
z(@v=?!xc}qO4Y9t>=XwA=H^?lC{N}~zn1E{*-KHTj*AE0mn$4+Q&yOu;tL*{p;EAf
zrGf?MsvYUl2wu8gxHo#(Le~|t8)qM9aYk$+Dyrwk`n?4oY!MBAN?DByLMIT<-Kp1W
zQB3E(ygWP_T@qf*n=6^sMUbuFPjf#NPs#yuIVzqVZIhWK+tK8NM7MiNsiP<RqZlmA
zxU25ykQ({uE#-AScaxy;p^%M7Ysfi_O;s*_d{=rNvA!Ij>p<S|W_m_<=%qf!UE&Xi
z(*5;^HBVmExhR*M&}9?6M~tqv9Xmb{$a<@uyBg0TvM*J0CpQT6Sc_zcN>@(cIK4Yb
z;J%hyFGb4>Zg+F5R{@XdmB3yhfq|!2O;&p*H}vUm(DFBkdQJIa0cbBP)-O(+4a^Px
zlbgP#ZU4N%3TFQkp2oreu-3osu>FNvV*$As*+Cq?YhwlS^Zllr|CB+lGn!r>Aj`jG
z8~`@@ZyEQWr1zhC>>Piy?hiux22;HTplNL?9b#WkvJ`3~&r}<xU53$t{!?^K^ZrFq
v0~dc`)WF3JXwAyb4V)_27&-ty5d#3|-;C-XR5Z|g089sX)*CJw3*-L-X?IA_

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-reg.xml
new file mode 100644
index 00000000..fbc6ffa7
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-reg.xml
@@ -0,0 +1,26 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-038-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='154'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='161'/>
+         <instruction instr-id='161' subinstr-id='2'/>
+         <instruction instr-id='164'/>
+         <instruction instr-id='164' subinstr-id='2'/>
+         <instruction instr-id='169'/>
+         <instruction instr-id='169' subinstr-id='2'/>
+         <instruction instr-id='172'/>
+         <instruction instr-id='172' subinstr-id='2'/>
+         <instruction instr-id='175'/>
+         <instruction instr-id='175' subinstr-id='2'/>
+         <instruction instr-id='178'/>
+         <instruction instr-id='178' subinstr-id='2'/>
+         <instruction instr-id='181'/>
+         <instruction instr-id='181' subinstr-id='2'/>
+         <bounding-box x1='313' y1='475' x2='486' y2='642'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-str.xml
new file mode 100644
index 00000000..071efd9f
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038-str.xml
@@ -0,0 +1,90 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-038-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='340' y1='619' x2='371' y2='629'/>
+            <content>Species</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='412' y1='619' x2='486' y2='642'/>
+            <content>Percent of Range
+Impacted</content>
+            <instruction instr-id='156' subinstr-id='-1'/>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='313' y1='597' x2='356' y2='607'/>
+            <content>Kingfisher</content>
+            <instruction instr-id='161' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='440' y1='597' x2='458' y2='607'/>
+            <content>29%</content>
+            <instruction instr-id='161' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='313' y1='577' x2='357' y2='587'/>
+            <content>Bald Eagle</content>
+            <instruction instr-id='164' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='440' y1='577' x2='458' y2='587'/>
+            <content>34%</content>
+            <instruction instr-id='164' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='313' y1='556' x2='342' y2='566'/>
+            <content>Osprey</content>
+            <instruction instr-id='169' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='440' y1='556' x2='458' y2='566'/>
+            <content>20%</content>
+            <instruction instr-id='169' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='313' y1='536' x2='374' y2='546'/>
+            <content>Common Loon</content>
+            <instruction instr-id='172' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='440' y1='536' x2='458' y2='546'/>
+            <content>40%</content>
+            <instruction instr-id='172' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='313' y1='516' x2='375' y2='526'/>
+            <content>Florida Panther</content>
+            <instruction instr-id='175' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='437' y1='516' x2='461' y2='526'/>
+            <content>100%</content>
+            <instruction instr-id='175' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='313' y1='495' x2='335' y2='506'/>
+            <content>Mink</content>
+            <instruction instr-id='178' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='440' y1='495' x2='458' y2='506'/>
+            <content>35%</content>
+            <instruction instr-id='178' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='313' y1='475' x2='359' y2='485'/>
+            <content>River Otter</content>
+            <instruction instr-id='181' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='440' y1='475' x2='458' y2='485'/>
+            <content>38%</content>
+            <instruction instr-id='181' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6233b8639e675e7f39dfae6d82b670a8e756139c
GIT binary patch
literal 10915
zcmch7cRbbY`?!&HWQLG&6b^EnVXtEydvCHbj*-LRIChdU%3ej0WR_i4r4Zq<l2ukI
zM9IpCLcZ^#{q%gkzvuUQeO}-9ALqR9>%Ok*zV2(iuX_j>p*5fgF$s`B$3jvbND>SO
z<D5=`6ck{37;iU%J6H;Un7}kVumlVq4Aa0m5-@0tGtLErLV^4Uc#NYLC@4F@a@>1b
zgSoA7{`hCFH_cPY_l-=>9)v#%xqV3Qtcylg82hqX99COVutD}k0n3}F)o@vJ{giYl
zB!YCDdDPCl*x*{pXOSr(Cd6({cr|`~cG_fNSBPnS`eS}%qhXqd=w;6x{HdBFADBY6
zBoz|Xw;{*dHnWVm+O(Pb+5}s@j;HW5g^eVfOF-*AUvq!R@=i{tt%xgu7o}emm<7Ab
z1`+HONqF|otiW%g+BQ}n#fhWW(OSN=S%|DP609t1SCW5^4tr{UvxhC9Qrw!lcz19G
zqfqYqAYCRmUg8RK0OWy4z@f=4P6y9w$Xc2;XPa+otTr-=>cdt2>x7iUA;oA+X;E@*
zUAw00&dmZ`_I-Q@t=FBrPSzt6@}VURs#k4a_2#2mq}iVdKG(b^y~Up(hIzf*8RWLw
z>b_w12K&;b7A2D1i;Tqg9rhYl;i>iSf1yOWct3{CsMmEc=<<b5iG<WPQJK9JPfVvi
zawqNM71Rm0Bd{-lG$nNx9%B;Z(+*jVUWLBuKb1&(*!aG!V#5mm!@uYUI?F5!_KNTa
z1Pjhihf)Q0u9<M=Pdt?IX!c28I+*?Fx@rs;d&=mYQ$DuoQkGHSid5;d$h*RL3I>V7
z2&U1_6MWog#)jQIGS>^2t@#o}pYZG@*Hinyh0kg2o-if*@Rsm&G(v&hl05tVjIJiE
z6-m}Me%P&SFw{#Kgs$_eV=-wc_oswqa0(r$*wKx^L=`8S$MLR8^WcX_sAuk)Z9JOI
zIYu6@PilY}059i;IJ3_<VEfa%;x?Bj*Fu-W-%agOV{LnVWGE;_UcqSV%=yHT@~<Ye
z`7TpNOvL2M*4cjQc?ZoSH<7nt`8cyD*ojI?drQxM(Q=x~;e3Dgk-G;XxhNn>D^8X7
zM`)U}z@|D;uh$?6B4au;V)wWAW@DNj={YqU$U8W=DON{|&_poNd6_D?aX&rvf>MgS
zvb#~#I}OiHKZL%WlI8nJ2lM%y0>8*HZW^OQG~-ST)&=05h>4H-)=VsVIx*zgi^#VI
zFO3;-t}D+eFh|clrRa&6V?8N~po{M#k9#B{Y@~atg=dM-Zsw6R5eI$R@{sDJy0G6z
zEo&N@bEo}DZqh4>4B0R~@QK;dY-db-^hUCx;egr4u6Z@%VTgP|RArWJj0?g-h~@1q
zkh!VkIGMvy<q!=)N~2iYXLr0fOAN=>(6u3Cw^BtR23H{^KI{ulluvAV+)pdQ`tP~E
zV^&Pu`jB)u_NvA^Cyu_cxov5~(A$a+JAH8{M?<2?Y;3C+%ptP*VYkm5Kk!LQ<(M6=
zpTgL`<(Xu-i0HY!C!f1+Rc{%jk11TNcUgB7{~Rn~SX}DPH@h~hQ!waWr{UF`Z_Wj?
zoLFuOF6=Y>QqteoKgHB>nn`nwwf6H;vxkI6@Zoz#c!!%e-+!?TAxB>}evs+VsjnBK
zlvG?VIj50v(%knHuhx6xa2<ujx!XY^{rUc1f;t}aStn<5w<x}fu`E-#Hgd2Uc{fM6
z4Z4(?X}isNVr<3POS%4)!}>YKYiGi!Kfht^ymYgVb+gKoFYSrP%31ye4XsxT@&%&{
zkdwzBTRamOpcC^kp0t2pi2g8yILAVEDT#si%<0WTjC^rs`H%g!)(a6FF|84+GQ(sq
zHe??JqdQNWel9}6eFilaIUDtIqs%R(IWoXJ4P0XDrqbs<XXg6kb8gNG{o>)v5s$<3
z4Vf;z+2X7IvfybR(qpK=mK<^ZB`^9$VoA`VJ&U!<9jmeN-A0s_+GgpOGa3h2FUW0I
zm)hvx;y0i1G+R_($|*};6?v-pf~uprFwa;*A*!7YMn-dPoi1C1$wNQlpp(pBlLg({
zm*kbslT{yCa3JsB^ITCoGL82b7lGteU0F!#gc*&hqA08d)ylNsPd6Ce)_HN|39nG{
z46&a`KBIOmr3E32xPmnc%3qp~<4Jwwc<oa_ky|;xXZW)Vw=7m|sib4qcFVzP)}{rG
zw~W*=%}g%UHy@f<Ku^0<%4>5(%+afpm|0cSyCs{=oj=}hXf9}Mrutkfx<eBasWg(t
zXFrTSYP?I8hJVx>UmVcP6p}gZO?b4;D#(x(E<G`Ik7AXgVM6+$&8atzo@>2xi1D-J
zJ_EP(9350PowJsZf^@kdTupWtCYJ?uh2Dth_mAkfix-4GJdtDry?283bBb6Y9i!X@
zb6kpOKVeoInRQ!6-{IyP7tX#9S2KI2+@<K^UN;=8yNG%;^xjxejQaTo{nI7au$hB$
zkMt-kvqSltb1jP-JA5Zy!^Y(f7L4Xp;7CNm!pZNcEqgteIn^Pfr+~ITlu<wCxUih1
zsCxH=hS<^)i#b*5e55h52T}W`r>l}q<an#{Nxv4G`a8-@0XnK~!78(lPL+BIZ&IdB
zVmRN|kQ}p=Pr7`k09qSZVRK*Jowq~5c;(qZANN59J$l{S!{;(CI0VS#NS*I|GNriv
zVVP{)B9Zmb37_1DCNUR3zOhrdJ0(o{$b!z@45_AmFK0c+F5$dpTfPLZ+$lG@N)N;6
zxJwYXdHFj9Zz`c(q-PzO3s1)tsYV5%O$o{<RSEY+Ro_lgTC=+gPK63FS&rGX6&j&l
z%}MQVx*iNIBrT?D$r`76zd83xKcct4*g(d*cg3r|3OB<x__VcHTeX{q;k;7P7n1oX
zigk>)%ePNF@J1{Ph{XW$9|?!cg1*5Jf7T3$e_b?;YcYpCx0E0|sKH}p`x1R|q}V0(
zMGy8)ry%95;~fU*9f6H#CvhyYF5I~>$k1H+mM(S-ezMcW-~5`XdGXjJnjL+#fOpTD
z%QbwvhFM-d?!azMgEhLZT8O?)q@&WJw@w_T3QL3AP$KNzXi%$Q+I);)D!*fcL;L1C
zIa*{&W$H<8jVhbjQqhL0i+6%r1ba`W6m_td3TdrwjBaD@9(;DRFRkNffp&5Z+9xMl
zpHnc%2R-$KH|5~6VyX~Lo<h@wv{~w^Gh;EDpQ{*f)3^B%`48gL1Wd8<zFaR6PtFI8
z#;u+4er;_t+ntR3u$;$rFXn^ravB@ziTm_XyAhd}IaQ>y5WMfFih+D}uJ-s{GGk7I
zz_G|A(xhr12yfkragiLRi*`DUvm0rbqxZ5^s?<fjO#jujRpcuUY!Q50D=ibU3!k4m
zsWTv>)rXye-<uJ%Mj;pJH`0?x`%n7yeAGOWxVDlW+>>U{zUH@r=31h$&t?C>KQ9a;
z&wJ!r@(eY=zoe}czs-?3pwM})corPHrdfN<*D&Nmrbd?V1Zsd~$wMh}TQ+mRJUizj
zngvlu>pcaLKEA_0xOTmwrTU_7UR=F!+m>S`eHmSFNR3-?Vo$r_Qm@;m4^})M)Ot|S
znDtjr74BL$-Ft5!w4>?ESn2KR$f#kQ8Jk5`pI@tNzuplryQG(LVXe^0RYj-a?JPX2
z>C*$P3hys5p3K+(N`hDfSLqzHWy($Sy~`~927Bh1^d)AQL;Y7MmgwJ0Bs?Z#Z1vB+
z)2lhmR<aa18rzp3Qgdf2tt?RI^j5`~j#NTL;AuI~`O_Sjx#G6+rH@l-V;-h9s~;?u
zKdL^68EkxbxYFFYY-uIc)~8YVLDA{kEqNDGwJlZZ5=XNP&tfe{n%-jtjuLR`yU8NO
zS^>svqOC$27Le#BZcb}L2|?v~M{b<Z3CdE@!*T3aFVIoHSDM=+dt6=@I&2Sprd^ZW
z@yXC~@8PGgy4=-BLd~mXZT5<1TC()#gScmx){k3Xno5{32Nmc0bIyEH(7r}4Ht4?V
z9kAAYeT|{cV|aJ?s6!OTMBnt&(SZhs-q$BjeRy)VO1%z!2d-s!@Qd*kiwu*~>HZy`
zT>F`sp8FL9*MwBQue21h;;fwOT;1A9)6j2=sc<gf^A7O2UUuz~^&aUIQY(#1KZhha
ze*-gEGi$)>Qd|;RGizu@Q}Ae!w4X-JJ4xm*am^<?@Bdopv#6P{C{lK_S~_CqEOpoK
zZffhjz-rl@rCTZVjY(a%lgK{YU|XG^8+~wjeY0Hb(uh{+;zs{i?nTeR6jn~FP78tt
zHa+>TI`cdEN=z?7?>WU7T|PgX5LxkqCR*DVgB!l&K7Lda8z0SnGnM6t>B~5qC_VWM
z@&{d4Tc5#ifJoiVEka78tyEuhp06<HX!hoZ+EWH|$qv|Cym+~;3{x?5OdfbhVxESU
zE_!!dF!I!$8<)+7QY{t)GA-*W;S4@%VzVYA1_2LQ!>T<6s3+=X!S*-r7ckeBoF<K?
zZl~?YD0#<(AIXc@66Fe4$zr{kT2|S~qG);CQ!W^a$}K5sWDD1d<6M@TDiP~^%iwj<
z$S(ZeeN?9j*I>P>T%K2PX)MS=xQpu|Bcy2g@eSC=#x;U&(M^|_+d?jHLPQy-hH1#7
z%8XAVC$2V%MVSv=Jz>E*c%qZd&U!P3?vjn)hUf<AgT-`GrC$5PdB~`4hG0|rc6{hP
ziL#bQCgIO9u;UtFITt6%q4_aqhit9gt&ISw4qrzZTYuH_xw9^m3#7QaD%N_csPzD}
z?F$E`<{O@e`NQJqBYQrjE(&zj8-q54m<9&eJu5Fc`SrOC1(e1n)?}}E)ugbGkcYNA
znpNh1jM_1xl7J574*RTq-k>98O*plAhm`7)<kWO!<wC~s^l4k!+{DH+6XYy0d|Z+(
z<vj9#ozEN~|G*6G5=_9#+kuBKuZo({a=y=-?|;Se{`ycC%fhvt63WTvJ0((3RKeog
zp6&`Vg`tURjVe)29PGhol-#{N9swG2rNiAmkyxv}h}zaFvp)3B)(r2ht%eZ>kl>4C
zA6$K=x7mnpt2HJ0l<9^{n%k1s<%8D`zis4DykJtA$jZE^B~X0pY-0pI&Xp8<fS<2T
zxPIfwRhH_TV>Tz=D&Q1u6pDyk$Y;e&s>;c{px(PWu0pbtX09a|8=3u9aPAI^A|(@F
zj6IfB^+q+VpS%0&;&fDNqVoNBw{=)8Rz{N8HFCl&p3X_Wkq>+7;?QM)GI}8N`fgc6
zL3>!IOJ~2evjmfKh;49WVM{8dlfSW(7HO~fM~c3J#W+>#p@XJIrQ8f6%`8P52Yg6B
z<rOU@J53^SYW(_HJ@a<u^^7bBpb6%*W$~2YOUF`Hmi)<Wn})SO+f~UH*UD@&)pmx!
zxn=}@BlFn8C`Stge<5Sx0)Mzvxrx9f>s4yr8AX4FoQoiC;}3FCXRnTVQg~TaFrco0
z**yE0e1m$&j+aYD&EgUB;&ocfgiz&i<4Xrw@#7^pMV_+~Pc8_*j?eTp(SO#`5oOAD
z{{ds+)d6K|`Y-MCS3Y<1u+{~LX4BLcY7JFg3ZR?A1jkv4amQ1?X}8V)2z@Cu#B*Ns
zYJD+t_@freO{M`glx@ySj6rP2bXTjmLEfamYQqrgp3-f}@(Ewrp~u`sEg`wO?=ngq
z3pfMac0Dsopmoo0N(>mI6wQ{eGpkKXdH0!4jh!HKmAY0SpYi^2YE6sVbX{#*jm6T{
zpn>3|w9Z2m*5yr8e{oy18JRvNJZ~&N`Z4ja-sRrD8YAi{pM>IW>zI2tBP<6_4p=BF
zJ}vWhs~tPD5qKNn$T;=6#qYozZYj4}LW|BKgS-Cat-%|s-jg5vW01nEsHECU6XBx6
z2MVK99b6BbWbPh@+FobYW?rIc_qt&C<^8*pULF<7w>)kbKVHv4-~13L^r<|f#<#xx
z?8#bR-3&4B>BaK|@AC=qz47JmKyjt)NP@{}e)9a{#_o~~h<wr%JR@V~UO2^&6%)fn
z{=Ep{#~!5@A<{csBf||NrQ|O<CWcwFZ3b0&H}U!M7G9p81gTF@4d=fO_7mS`IP-<U
zo}NeGj|yzRwAwGh#3hj5OE4t-k8K+y;@|AsL|NM5rt6r)HY;E08dFu-h4a7EpB#{a
znk<klwzq}d4doSzO&u}HyIe3e{N-~FhfZC#;9dAD2J38DzuBIc#tR##jy+rFM42mY
zzaEq~jvm!`+MQ8NXE%wf^Zc;HhO_UB<>0-c)Kt*)+-b|GcIzG7rt(=<@8=U-EM*T5
zXZ6OOVX2;RK2}#RJ>}YT|7B(Ulu_U8W>WY2($-0M+@bE??cI5{zy(}D=^`c7+UQP&
z*Td~or#NaC+m>eKUxS#ALmyyu^p#ExDqPfY73>m97f(Rmqn~njqUb5~)z2LlF}28h
zX7Aq!$>@G@rq&+!(dpi3h4<!rn}Ce>&nOQ0YDuJ`65(~sQ^#a|b^N_x1yuvBfw%15
zVQe@A3Z9$%C0Gn=HhM0@dwlu+9lV{(gYa@5%X3`UC&Ds&!^QjVzizS{m*Z_{e|#oI
zRgTkB{k=czr05WH(<$p|@v7pUEd@s8==xED_4~0W$eAj}OY-w>i-#>I`)0AKV`EW5
z>z0@XlH$wdY=UOk9@2A%S9Ph#K}B}y@Lk<vb%KniU3q?o66l%A1>Rlw(-R+$4$kO=
zQ-sPDtJRVpB7ZTX6WjCVq0FfQzF0lVLyYxU<_!B9L7}w;WowxzYxiqeMJ#_E#~6mL
zGCg$ef|Avso5@FRoGfJ3q13-gS#M8{rGjQgkMv~d1k8jP^;A=0pYk?asAY;nC4{Qh
zU)-){4o*<cNWP=Vr{>f33ZEmv#%Cx%Fm`7hWi1@+>WL7T+h$$JE~tBG{lZ&X`_%Ph
zN`~3aFG3D6x)yb>p|4{vqG)5{G5nRi8*wGg4me!}i(FLA2@d^r{gaW#ueB%n=i!`!
zpTy9YA7hg%(<ab^!yMd#iyd8vwjM!8Wp!asPMu>nJGq!B{c1at<eJ@DKhsj@pObE6
zY(AhSZ=~!NG)a|mgqz}3li=JrW+|PKVAHFD<{-Iqi#G+TCY18QPYoX2-kmFrGP3_j
z2;+01v%_f67i;KNsb1uMWkgEw*Y!=4Pj0n^imi8_854_6Pu0#zal*Bv2|Xyi)x*D4
zaiznpj$5Ec_{cM+2uiOR*S}Ek({RHOa8+=K-8<5@5WY>m`bt`RYctVCzfvu%0IjXA
z(+Lt<)tiJvF{^u)0xU+8gBZo+&*58y(3}IAj14aW9**a-e=P0oU5ZA3n*8MLA2n~)
zbbT^L>qSnadT$tYvb-);gzxd&1~+ubUrM~zSM{n{SA8ycfbzK$Gn)CbCF9`m9(|KT
zVga{~@7|ZIp7_0`fQ%wK{PX6T$2Nx0dFs{+a?330H08$fI$tt6o8pt5;$|arX?-G|
zWO&kE*$vpddpc+*SW`s2cYH%=O@UQ{xuv{S@(pqrk?Bp=OOetob1;*#9Y3wIbcKa5
z*Y)Pfedbnj*Qcv~=Z^?Zdw)3^IK(Vl?UGJ0E-Aaq(sz@NJJee-OgD`bLt^k`h?2cU
zKQY!RK6U2MK~E0!!+{DD^%i+{mrszK6W#bt&P?(ZfpdMWVLf|qvv++=`0S`xhJ--2
zEYnIP#w~p1q?|hkyd)uvepJf}*|#pfE0EN$ks8|4Y;nJQt;PS#(ArTxJ@TW2+LW_L
z5*;oi_=t};ax}Da^wEIG&%ekGXR)2m-0iA?pD93T*`S|M=p~at!*=@mA_!)t_J;LO
zO9tI}#NQQBHQtJAcS=yMmSl@+dc{)OCD$}_wBArzk+F%H>R?czE!B>C?7Bb2Q6VE{
z$f(^)ue7JxnYiO<y7||GyD>?D;Z^zCm<J17$`bw2#nIQ<Ij;Jn=m!w$d=~{D9Rn4-
zrnz<`9%*<{=iFyYWslk`1+$S~u$-3Sw{mm{xV(90PfpQ%Mh^bVhc?NCL)va}Szo>p
zogf{v7r}hJ<SI0vbxgu(O4$P(bpDEb1=&3n%Z;kgk{II;w{c8Vi*|dsR>i;pr=uG2
zw4NZvQCgm<k)3Eb)fbP?i7%K;`RLze5@OJj(%d<+EM4mF&dSb@thjcyvltN$As)%T
zI7Aps=^7X7cD1GNyUpCW7IW21MEISFuS(Fh5GHS~S@pcGp>nfgno^2ch2+9$X%FeL
zb<rC-kYF_Z0YrKo8LbP4T&aU>jtER&m2<@k%fe=8A7MGczHXT(uxRxv%{Mi}V>WHf
z2zsBC!tQ<a6K)ZG3{){sB|$|7RGawLbR+F3o7zk!1E)gKC*@3^X5I52(NE}MK^b{7
z9jO_4T5*S~o@$)hCS`u@W`t&8NR4|K&1P;uU9GukE4p%h&fU6(jobGYv*7B$^|yst
znBJ&^W>~p$han&1!F#7e?=@C?9Mab)a+lG+J-?VKDy~4KPMv8XG+H;p-|}=i#>zve
zE57~Vs#s)wH?5(ppg)TNGqY1oFXU3rvBNy$HYS1!krm1`>{CpKlf~N9))kls1FSs9
z^ls%}yHAoa(mlu5<*J%RI6LJ8tJ$JcWK~=%t8i>;nwe1t3Hv)+hvn=MHjm>qv@)fU
zArUGIGGWi-1sFNU`<*$EnxUKZLr4a_x!q}e!z)OPp3V8`$Dn)NZ$ZmFhrK@2opoVs
zP}gLLxY2<viz)7&IZ`mlhFY&$tL8XNSP*h9DA;aYFnsWZ^lsC<;UCq&{#Tw@4IpHt
zer(7{{455{f_*SBBS$w3OdsRo;i!rW0^1O41t|m)EG>()1Hnvi1mHvm3<t3A7;get
zoLDvhV2mHmAMcFu0}g_W@Hl5v48aBl92J3KW|$xXK&Ku=&@|mA1z7EqXy5>H#8-OY
zYzU?Xv;mHOVB-D|z)}s5^Z8W(F*s2KF}NKF!2Z6M^nWe8^slnZ>^FXseSdT7-wH1a
z&=ZXT=<NSO@yK5lkNgM4@0W%DQg|ZySJ?p*16~8(cN;%2OxMH34{QS>8pZ^K`1VJf
zsR_sq3>ev;=rq5Y@CT!BeAFBXj#!-AcZS~_OdmsVbOCz6$gd{&=>x>}uUh=!X&{)Y
zKFk1z_j1I7V1`EeU<3$erVA$E{eiQ{?+!%N$v0{fY0y6JpRD)2^LwuhXy4v26Isyy
zbYLb3I0!+E4wGLfev#%M_z^k$Cw@Pf>>KJk+8;vgTkd=B--Y_g<d>mT9sMxGXoHz~
zcwzjYCO9ug@2?(5gaWbY4V=$<c)Nj-`=JLj^>-o=69Lh#h@Twyd%q35@2}tKU}z6l
zR}7F2fcUooiOa%#{c!}0AHWfd0bD@pYa8$3=1u@1WDqbff4iSte+h!W$*GFNy8J5U
ze-LZm1mDE^!NE{R+e*voxW1{GnK;5(!W9FD!-$hbWBi=)9zFyd9*p?9;@O|cS3PKW
z;Qa_{?v6koOwaMhtEGnv!QIaWECmO0&o9dQx@r9%q(Xk*`u-l=Ka@q3@khhb!&}AM
z&*Mk?H%%g7nsCG~s@j+MR|EV$qx}gQIC^1V|7rHBKt2WXITRr!3zn3W085BV+7XZF
z-Tc53Aef4uGcltBKp^=#`e<Q@2K(A1s*Tu3qy)jVfdKVzRw0@f3<tqX2^cR6u#7lB
z1?UdQ{6a*zh4;k)?g3!L!N~nI@YCi3su(v9@9*CXIj}2$1r{QHE{HQC(h#G>0VyF2
z+9&-s=dYIve!Wuw4F0RHs(rtNfRvI&p?=&pASEN+{X$A|fQ*Ecl$7pQpCAG_;<gpH
z8n-kl;trC>9XxP-^Bi+8Qx`)ABeC-UFcT6I;EjYdhJ=iil)M;Bzcsi?!iqAoz}Ot|
zKbu{d5q~8qi#I7Nwct`|SP*-lSEzq@=$X@}!$Qx5goi|gL{divhh7LhauQegD2&%=
zJDMUX>Rdv^k#Ne$sMweo-c9wbWr{jV)OG<yOnB^>Gn~FD0U4n@A(>g{bB@$D-5KxX
zy_T0%aHa4{;ideP8+SI@+3VtkwrAoA6n^PvucxOcq@?qtC8wvRr>CV~xq2-(^%6V%
zcH(9t7j<SF<<<hrM^+vXiQz$-%kds%#1H51M>PBS^jD|)o@syT)=FRRyJ8XI5)wZ&
ztDqF*<LK;(A%LBT_Edx{H#9-O9xjRyOG$mWzK<Hl-9sw`k1-7~Fmn#^be462D4{?K
zN{+zU5C$6L=mP}|4_p)R0|V}*cvQ_qPva;NAxJLB%f|~y_~0Nfthb+BkRoKCL=Jc-
zf?*KwJ_^B85n`op1Sa5cSWgcE7%3(zhJYf(MZvCkAPfR=cuz1wObP<9#Jjl4nE?Lv
zl_Ahlgt!w3K5{TvU|^tFptu+g?*>E2%F4pvNEi|c1u&p~!QKSNAgH(BF<`uXK|HK}
zka_!w?aL(QjPrtdSiultaM<^Oz9$(EoHv*_u%i>spP&fw_xEs-lZ7KCoDq@;sEZWR
z5sE-yT%d5^fg%yWudB0@xD?#=`*1$Li22)iKnF0OIG_jMO%ABHT>PCectwb&ksesn
z9p^{*n&iN;VsI%4?A!GJTT%hG`DZNv2K}Z61pr4*ANZ!Y2BU#$5ru>!#G!BrC|uGE
zAuWfLm6L!Uha=?Ra0S@kFahHOq-wx5A>i83zaaeu^A}Pa-VAUFl)1O3H!jdy#m5Io
zSB?b09AC%VC;En?03%xH7v21~wdLreum8X6%gc-C&_p~rG|t)I3rMuu=>H#g`EOg;
z#rcQ8KK^*@er&in!!TG3Q8quo$Ou4U7iT$FVsQm{w&PC?!vK$jpcH^kf(HSMLG4GL
z3YPHo1q&=zy|8jvM{hSpND$No<Lc;-B|rd6?PI%qwFcG$_4Q?+4)&ARKiFy?1VlDq
zHrS86fdYa5OV59g(a&TFq+mrzATbsGnT&tdhu@=G=%0dGn7BLwVgzt$Vw4D><%l5$
zmw-zmq>-}w(FK9SApjZ>h5swYk4iWQk8uUT!AKbpF&}+>z*3Tu;*wxj@Hdz=QUWN~
zh!5EN8w^NW(m<*C8w@UukOs=1-(gZx#Pa2L7#vPqFZ~Wf!exPK;dhv{IB_BIH<+X>
zur&A^Oj_!XF{EXPrP%LyGH@xNZvP!7EiV0sEYg5N|BfdmE&IoOk%&L#laNIIfhR2?
z`3FB~37J1&QnE6@I^uWvBqaaPJzPps_Ro1p5=*AvX{Cw9-rry{fV=!1CN1?3I*|R-
zmNHV3zsN_xI|3CO9$3bLVWu7-7{G_Xz&-&ESltsBM_`z?w<`|(ZSkp%2HPlTh)W~T
zNNE+gnv9C9x&~5GRYeM+t|Ezq%V<ces7j&!-x&M50Dc5VJYnB)5pW;?Kmr2lh8m#%
E0h{+zd;kCd

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-reg.xml
new file mode 100644
index 00000000..bd44c1a8
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-reg.xml
@@ -0,0 +1,23 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-039-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='142'/>
+         <instruction instr-id='142' subinstr-id='2'/>
+         <instruction instr-id='144'/>
+         <instruction instr-id='146'/>
+         <instruction instr-id='148'/>
+         <instruction instr-id='150'/>
+         <instruction instr-id='152'/>
+         <instruction instr-id='154'/>
+         <instruction instr-id='156'/>
+         <instruction instr-id='158'/>
+         <instruction instr-id='160'/>
+         <instruction instr-id='162'/>
+         <instruction instr-id='166'/>
+         <instruction instr-id='166' subinstr-id='2'/>
+         <bounding-box x1='151' y1='493' x2='441' y2='635'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-str.xml
new file mode 100644
index 00000000..5771af39
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039-str.xml
@@ -0,0 +1,78 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-039-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='1' end-col='1'>
+            <bounding-box x1='204' y1='624' x2='248' y2='635'/>
+            <content>Organism</content>
+            <instruction instr-id='142' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='2'>
+            <bounding-box x1='330' y1='624' x2='441' y2='635'/>
+            <content>Wildlife Criterion (pg/L)</content>
+            <instruction instr-id='142' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='151' y1='600' x2='175' y2='611'/>
+            <content>Mink</content>
+            <instruction instr-id='144' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='380' y1='600' x2='391' y2='611'/>
+            <content>57</content>
+            <instruction instr-id='146' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='1' end-row='3' end-col='1'>
+            <bounding-box x1='151' y1='579' x2='199' y2='590'/>
+            <content>River otter</content>
+            <instruction instr-id='148' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='3' start-col='2' end-row='3' end-col='2'>
+            <bounding-box x1='380' y1='579' x2='391' y2='590'/>
+            <content>42</content>
+            <instruction instr-id='150' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='151' y1='557' x2='199' y2='568'/>
+            <content>Kingfisher</content>
+            <instruction instr-id='152' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='380' y1='557' x2='391' y2='568'/>
+            <content>33</content>
+            <instruction instr-id='154' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='151' y1='536' x2='175' y2='547'/>
+            <content>Loon</content>
+            <instruction instr-id='156' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='380' y1='536' x2='391' y2='547'/>
+            <content>82</content>
+            <instruction instr-id='158' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='151' y1='514' x2='183' y2='525'/>
+            <content>Osprey</content>
+            <instruction instr-id='160' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='380' y1='514' x2='391' y2='525'/>
+            <content>82</content>
+            <instruction instr-id='162' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='151' y1='493' x2='198' y2='504'/>
+            <content>Bald eagle</content>
+            <instruction instr-id='166' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='377' y1='493' x2='394' y2='504'/>
+            <content>100</content>
+            <instruction instr-id='166' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..1e00bd397ecdf9d830a171237e4820dc4a4ed44c
GIT binary patch
literal 10054
zcmch7c|4Tg+kcU5ER~S0nnczy`;3t&`>re@S%w)5voJHVwOERhC6zUVC|M$Vg|cR?
z>?B)=l9WoTJojkN=llFVzt`*gdhUPRbKTdu&ULQ$wViXw?9<kTz?D%TnR_o{GC^oC
z3`}$O0I8`#jfqq@raKq|P|TsaBr=mo2SatqcqUPs=t3h9)zv`^CY^|<fc#QU+O*Lp
zR0OML6}=>InwdJ!dmpLa+`Zd@=I2^Yx%UZ{#;&a?*aWWS)W24?T((?c%W*DXAc9A)
zlES-37?D>jxMUxhX%jh<_YvC>*dN2Vu~=>MFv0G<^QX^Brn=5Gcd=Ik^0v}4*53(_
z(aZcO+tHXXJt8OG_}X16%_3#dput=FPJY04U8Qr4md0+K1dL$=V`TRDQStlN)0XRQ
z48V=gNgr(A>5SQ;XAl`>TX=l>LViQ&5sR&2`DGB!x}jT-PB}*UsGet!&CR5Dof<u3
zs7m3|6iL!Acq{x>bkPrQ{lwI^qHo|;!)ID{iSFie@fHGF(i&T3FMBJ6!DSE!y*TgK
z`j)C@W>46n#2b-t<13v~r|WM`M+vHzWoOz5ACpgA&^J-b71TSG`c`vuoB|^5bZbPm
z;K}^6lEpn7<%XA~w!f@zHMVM<y0vdG==`ka)~jK1rUm&H?CaJU7Z3239o&yvcXmW^
z9w&TtNg_K=F`<w8;8H}{h(ZIzDtGPmPCNU2`Aw(C6eE-(O>kPR>1RGaoSi3A5VzK>
zkvDQPx=L(p*<53e*a3Q^J%hN}F4SmDaWK4k3)K_T^-26VxT(k?J8qiq`myKl`g8Yb
z&zio}nUk+DJ|O5O8tT(bogzmM;p_^rP8XobkHi~`uCjAQ<_ae@j;uZTpyz;?UBrAD
z>Q-Gxc?4UAsX|<+JaqD$fK;i}k%jFY6*)Vj>_P@ob@7%GbB$fLhdTL_v}+TanG7Dz
zd~Nr!s_vc0fRm-EoWuNG+Zaoaj^8|5Eoevbknx%fHgevI1G{oK%@APr9+#dMaH!Pq
zvWKL}4<*<g96hIWQ(MkUqfEzrr_@rVL(rrE7$?B#WSv<gJYy86iC+I`V2xLvw_7GM
z!CxTpwVgy-kut?rLVbkmE1}%#eqQv^x5g9&=ZhLm>su=Z(=87mthNh3*gpb2=Ty-p
z&*9>(sIS-A2NGX+A=IROI_exJ!TI>T7Vq4fk1fvl43}paYHbNJ@Oa8U3VACbd~VPA
z1i9N00)&0`!F#aWdmCHF&{LE}6CA-<VODqUp-6kCX4z1gsX_C;3s?7ZYD@RCqfI<+
z@V3jV*SAS(ya*MwcSkm~v3Hm0`FW*G&`tD&l9;yEEfHP;x!qBF6i8fWP&3f{0XA+^
zM^NFLa|g$QI0T(OX4HhK-+1n|!M^v%{ps=(!Lv1+)D?n<bvMqKxGmdL!svV<zV11f
zYzBs|^|)2#-1MJ3Bt(}x82enX^6~+NGafFH533wvzeu)b^_tyM|KN@aqt$5ne9=19
ze=M?TPCw_x)J{i_^wd7wj;bjmYe6UdQ{8To7sk>tPMpH@09&N++i}rttpz>0%ILQg
zGw_y@c6!;6dyy!8rh>3_yjQ5l?Rs4Q*AocYfVJw5ucfux3XYjHTq^fIaS%HvNfvay
zZ<ROfWVj*5RLGDsOi}+$M)1ZC*C4OKa`&_Gi;Kes>ku?Y!**$z{xG8tWij*pF=s-#
z#Pmwc-Xx}QZ(lO&+L^7;e0jf*hlLf@i(yuoaxg(u;$FAw&}{D>o0ygwE*1RT{!=Ze
z5c_1T=Q2N;JCi>=S6$_E_o-+H$<!#GB$qQcJ}mAH`pB1%h?<?}-k8Ba)!jaSm7$QE
zwJYh_AqDmZ&37Hsok!Gg1vS{Wj|~H#S8fROdomrpkk~|cD8BEO&MsrUsl}eJJBP#Z
zn1E>xH*XYWUhRoVp*4SFc#?OLE3<w`@1b;yRK%{dV+HWcC?UH!t*z7Y?dP6N3T+X@
zbJA7BqAowfsg&oc9x`PQJ@1d83IyhC-@mVgtt2gy&Bd!$IJCpNO69@<W>H;<ZK+M<
z{S(j57|IajY@&CZ?65o?JQ13Q>?-IC*BHo1kKjh;_s(WoO+c}CK5XJz%OUe9h9Hlt
z-qmw6q%D-0ZktYXh!iVskqMtj7xM@=C`VbE&G;5POeK%`31JZp>`8A7TFi^(@a0{o
zaQADGVOKr~OXV~NNjzRp^<Qs;6EEMKX&Ei8e2Q@^Rv>_1<})oP9^$aBK(em3Uq>Y5
zoObE{gTXv~^<0CRr=B_xY_`~afJxH~HSLx+XmqzO+gP~tjEs&VrAi0-bDUd);w{qM
zZfcv26`YqmM5G(enPA(@5;N=$JE2TXUU3t$l^Q0VPuC`$XXm~zlK#A6lvbmj?(E|o
zJE-w#`L_7|*n7^!Glhktea<&;-`78t6CZJTfTBwXd|pMEldXWS!6?4n`IH^GLHG5u
zB7v9of}OFIpWb|Qtp2)tLxat=meET|PAy=}^^lG8uOuo2%HPRMx{Ry979=^`wsj^a
z)rn|nZmZ^AmcjT$^P<&b_*?dKZS;vmx1SkyIc^}#H&6ah&{G$*E9go|AL;QZuj3a9
z4ank?>rLIIsY%+cuXiny)_b?swh!00ReUyGdi37e!Z)c&$p@w*aa*hV=2{)nk^KBe
z<E?rpPy|1=aqbR>`5cS8dIw6PyP9<udtGUdb}7lk@4re+5}4l~Ayl`ius~iz?Pkxe
zOZ(G@uHAmt8JDcOqmCid@`_Np#WL@}F7cb=zF0Qz#uIwC8@e(wF*Ao8V4NCE!{Gbx
z*n3C4C+bhRx1;XpXi0=mzXz)+w2V9F>`5AQ^ifaUqnfx$>cbHs{zubkf}V<lk58~=
z=5;w*qm^RL`<)p>_9ZltwpDq6A6cB~Qe`{bNIkc`<Jp{H-uMgit0C10&KGWMbtj+S
zs=d5@_{_bh@?H!%r(7&Co$YI8gWAbJzK`mPGxg)|HYj|m+$q|o^}ahqAnj$8ufJ2(
z@h`CgM9bvFbz;>e6%oA4oMn5K*+U4b2J>W+ENNXxVNPbHoC8(<ZU6KL_Q=w<CtoBV
z5~+mmjR)|?YF1b+3hOTdj>dt$)8NQeoeUiHZ(5ls>mllp?goxeIfVlit-(5Pj`<sh
zl<Lod^>d}xdv7~18SyA=QlYB(b@;pG0N0jmeOq%r_Sk~d-AKmM_V%Z{N+98bZ;?l?
zOg(wYXjpI^hkd&C=A_nWc(iAUT&+f#4SDmY2=%w24IpnxS*05x(jcv;sx?#6r^}C^
z5Bi-BUoTrqY1?8Fb(&^ZvzCV<yXMrit%Kktn-9^RjcdFGzo5BZzj%dfRuXi9YYR#X
z^-DIaXP=hY;35fEH{CAP`pN^591G?Nx#ab9CdM;`AFPM1nM(`Nz7g%S=9!7xv-Z9B
zcdBXAV@neDy!946h4kjz`IJmWzWVg$L}>G+E}!^8@arXc`RPP7%$gn$+cEYW;nTmz
zxUZjVY#J<Kd@F=}XlU0|Q^^CPS^{NHbaXU$=jDU}cfDzk;prp%b(2RrnkFZ3izj+{
zt5nvGU3aB8UGIG@g9*)R^LJ#2`#YAvaf1f1B(-UZ+C}GE$rZsj<GYQ>oYo0%YB-%2
zYFv?%llNkgy_K`JH|A34o469LUJ1T&yzA>R$;$5NH`Q*_(Tj9{;iy`H4JA%`hd(<(
zO~Vs{5}Efy-RaOPNX<lM8m)AGY15h|@_O33Mc3*g$dEVrQh`O4=-A^MGcj|S$Msa&
zP1r<E#BXy}FKlaE7<SB?ab1F@2~^&o+xHu4Mt-?lvX4}LU!;v4s@hppkef92EczP6
z(>J6nCZg<1c&??qMZ8EA$?09u<7QP)(L%(5h2lw_H(oCA@}{VQe81Y7s@{Fs?!IO^
z^3O~2F3AN6OTAZ%6bvtrjHoj${j4`q#81<1vTSUA^|EA><Qw`NcY8Q_DlC4JUvN#y
z(~Fw0tfwTxK9Vc}*|;QiCjYEm?MPp-aM`44{`#x<4*f&;=z+a_(vQ5TPd0Y-Pu)|U
zjw82Tv^o)DYp}p4nW3Td{^RgceMg7JtcHl<h20Cz>+#*WZ+C3z;<7!u<I;5ryNpel
z4sR*xvn2?}>xa0ZFOA;VZq@Fv<lQ_`?Ns^n_C3#9uQuLyotKJRD~bnAs8J(o^O+Ta
z*$Rxcvy93O+m;?CAoaFgJPJuu9!YY4H(7I7WvfQW1h%R<{Z7>etfDM4)#=$l`O{)+
z>IIwAp@E9|J{qU&`S(~S6t_<9b+s?7-rFG$?Yce&A!PUFWGnbLCRgicyHm?T3<5Jr
z#B2O^jTpAe!E?mih2(@NWd*|sf-Y$o8jqxm4zqJ|6jP7c`(+S^lC5$Yd;+$cd!~4T
z8f;><Ub9PMde)o@E3xeTz$iRx6^C>=Q+PJhso2@lmYMT>A=TBNscNO+<JHgY;aW4=
z?-9f4&Jp<LQw8VnCts}rf|es}0jiL>=9LTWX0v+H(3YVcoRV#tYLA1khMYygCL{fY
zH6Fueb<|VM=Z&p&xY4vu`HsYO`_hBuoR>37&T@PTOd6fKg({!=n4!KV?#Af04dIY;
zgLo<7C*TNOMZ&XZieDj}Cq9+CUwp#jUsEXh0Ab(|eit3$kr8)Z!FXLa>F}$vSWY$_
z?`h)v8J+gr<X7(oQr7Nha}bTJ?tD|gzN@mE`EIXTY;|Ae(-Xw1sS3-D^wMA#&PeeT
zlTfE5vbdFG(7QUDE1Lr>^wSOz*ka>~#ffGoPsw(jH5oN*7<!x}ud&P8cVt(ea@xn2
zv?s^CKPjYCtM_r$dgNHju9=V9ASPcts#~dWaeEJ`{_GCb>Fnow`ff@wdk=^-A0W8w
z&XM^T+@|SSJ)O4ssM(FwcHhQL#d>XHA4E9X7?v5njdqVLBpFH5Po&zeDRg?5!anNy
zK+cf6b(R7+KmnOkx7JKMOS^6RP;o<KiJA&q$9XHWx0;}e@D58>Q;PAcU})xqZtGOv
z_0T~5t=ESPj<6K7dZB90ftn$qQZt0OFxRzPS0479Yn*@Ys9t^5Z#porc<$=O&ybya
zgE{L(RgMa!+;1;X0KL=a%erS2*$)KwPBEC3TPd_tPO9)EHOaC^o8kFHrm$_t*xc*6
zy)8%XiNwyGZ>h-(vR2#ACoPEB(u3sZ`N|NK9_q`@YI!`PeC$GEs!Do*X<blQ8Bg~#
z2ai8pZG%{vtRSsV?xonLslkctQTCTbAsT#!LfPc-sVkqeAXX*!+SU|r4(!#}*XIw7
z06o6*BB$5G0e#Z2!?j05A`b6sJ`vr>aJk11L>lw{Gi|9YF-LKJch!`~okGRRV{;o1
z$u8FyJ`?D4foZ)^o3qx-W3G)m7MtCi5zl4%W~+p~xj|R~PRxeeck%fSX4)0|Yxk;O
zrcZ1N0bLE7-U`MaT&Ox{Hz+~pJ|Q)v5Vu|J!V7)T0geiY=9dh}^K-=*)6<&IZ##(9
z&&D=Hk~q->%MZS@jj~_9tbgD}>R(k@S1Kl}vcj<{KPxK&zN)e!5dWsKcKoWWqU+>5
zHY1G86PhWT(&f+9WVv_e(vI22Dtgb#SP$A8c8<Ppzpigkp1<zoej!e!vxn|awI?C#
zV=n9z%l=Za40&Gbd%P+uPJ+;I{4l!t!&g+BMS%aA;|B!dLtlY3zKCwSTDmOn5rEv5
zWsppKmiUw-zeBD~u*OCpGbVCjh{xngi(m3nR3Vo&ZMiDR{=st7I5|M&==o`X`mQbA
zOoZVA-}~0uUh5;uM+yEYlP**nK6QPEqJgJpUsC{49AUK3#A{Mks^jUKB`&zlZro}w
z?@8H7#c_jU=J$6A3QQj<>mDXSFLu?kIVk1}nbNtj&EBZi?)|!0vGAl3&VIWo#f4Y)
zwUzM_*EVH3zDiDrA4V}R9@`?N8JQYhhjPf#jh7tkGPI`Df6S)$ZdW=ybUQ$!QuVZ;
z!?E3`4+`nnRfr!xRMdLq2+`zruJP<(b#Yd&d4N^hcAh!KW4av9hYWm|I>tbS+lw_Z
zBN1z)(>IoqFJ^`d&znOIm!4HQSXiboR+QBkeV~uLR_7X1VwBSAZiiOHI4C^hc#_|s
z>7Ovx7y3MAr@oIa7I*B;i^Y9QyeF6KZ)#HbinX&OWHN^i_LMz5Qf75)GR44#$Em+*
zyNzWzJB4Be$?v)?kZY99iMd|TzeObDRGA0cnzhu$qjFmF>%OwVH$15$OCQ?KcfIqG
zp;vdCxR=_?u;Zck9v@-jpQ6k2?&J2pen%+1I8IWo<SpvK1MtF{5JPb7$qRmr@vLF(
z2;OPq45_P{_4!dAYPjx4nwof&Z<5Qt7?_sai_eA_38INbX#9hQ<V!II$DWAXK(IOB
z`kR6Rf*v0f0lgOxJJ=Eu%9kN?<8DIHbJ*RFYl7vlT_Id?lLuaShH<0ZLk9Ssc-KG%
zNtR;TPql}`7Y=3NsF^2=AJ(wzNfs+*X|}R$*=hxOyWexldk07MrjBU7%u?oPB89=j
zUw%tB;z4}F#Y-c&gW`dQTJJXVpSgb^&V2q@dMkOq+^&Wl*NhZ6T-O?fdL|fg81FTd
zw&J!wAySjF_EG;hf028AhjOy$o@@IIC5*SkaBwv?rO=1>AHIF|V2jCxEDpy{L4~31
z#nD`!w%yoNl9#ZVDwB1p&l9pUbqLoNYZD&zuzke*U}IB4Uyqx<@C2Tu3pbAXs^I;B
zDYTeFS2(&81>zG6mn<GfnS_&)!ved<l^pml<F6=8u%E21=iam4U4XPbh3?z`pyvT?
zU0c9yPHAH`NLyT1TO}MFw%s|!&d}D`FqXgmJdK_gjEJ&6=6iab-$(G1!12h5S2ljT
z_{E+`%5%MAm_mRfL&fCJV*(1INj(+TJtKMSm+lX~XbhUEs3fSodv?PE=T6>enJgAz
zkdNZE-tkr-j=NEnC#2q4|LoY!!`AJnsTx`J2Ah!b!p_g?Up&~)I>vghy=Z-c$J?xM
zd}8j%D?Ds%WXlEJ34{1aRLA+wIkNG@x(0t7@9fhGv-~7C-!`RG{O7Dr_X~IVXbHT*
zeeurOGJE{nhJ@U@-rw>ty<P2Dv1VlBhw)FTm;-SkeVIIUeQSGSGwlLn7E8ar6iH03
z^mtkD&T2;Z3(wb>2dKMl@na~JBQ&ssv?udmBE`Ew6*U@j{=&;yInL@&Blh?Fn`#T9
z-0CLYUG9CqUG6AyvP9`p3Z~vRfSTR6G{P>u7^u5B0plH<9~HO1D!MK*@^QF$!1zl;
z8H89DucGIP&zU8Ry@vPq`tLOwNfihSCyX!IRLCsk62RIvv$gZ%X-n>fDr_;G0}r~4
z#!e!NprrwWP_E$vMS3Q3yuvhrJfh>w)q69?&uYB?e73wPXh2T5h&zwX;L8X6`j*WM
zy>;m5yyj)0&HdL8C`n#S7qYiW>!)4rFg&TOmd~8dB5Vs>-tEhic1L`soaW!zcN;Hh
z#y`Uu{4R4@g?C7Yd;iVwOK#pb?!Xg6Me4J-y>~f;orn(9B~WD9z8DCp?;MCGz1C5S
zyhMFmFPASDI;x_D<`f^YYtdcMJA6%aeY+|5tF<ay5rL00MI=uII8HZxxL39)JBl*1
zOrdNOKC0oN&i8e#=XF!%Rn=#us;pEWH0EdZVeR2qG~j^R(%*{+-G_H0LQRMS5?+($
z2eyL&pD}O*7>h&LgP`U#CU9I0h5=l3B9#ed?Fr2RGLb>^p}P<nfRKH3nu`UIX$J+)
z!NE{Vq8}3&r{l-evsf7lX9)y`=+c1Ua8~6r2LT7)P%Yp$AdvxP9hd{(wdgdj-xW}X
zu~blo*|WHRY)M&F^8ZqImEU#8t=4^IkNhu{N3aa>f2cg-J60=(N387J|1|tc8}cue
z|8*7sKn!>dc*SiPV5kv^zyRBUzKI9ihK1$IO3gv`U;tzvmec$W;h#nTSny0dndbIG
z;CH1>h)g^I_yR_JgW#7BVE+{G%hNzmO%tdojZVRnK~S@OCSW)SYH0*!(tUu7mLCrE
z8wTcB5KET%FVQRB`5hs170}AeP;(q;1^D0CSRa0{tro)K{_*vv5I7nHUvYG(IUECm
zuUrZJlDGoZk1?wxu3-1$>o19`#r&q1CZ0iL0S~n#QHTtPIgNs+ehYUN6^KtNZ~;Z4
zx`7ejZl^4KoSCd-z`_>(n_@o>hJGZAALF3fBv)4=kP?6#U<ZP$z@Zc$`(NXJv%z1Q
z7yxLKTz*&OKTN%1uJ5b<ONJ(mO!zkvepCLZ1T9k=1MLHfCKi^KNVp5il?a2aq$X`5
z!-Y=rV$$ef_=;QnK7lTY&R}Y}<LO`o)ENKs)tW?Lx-;y+C>W5XelzK}@&936h*b{!
z9SSH*$Dj7KCQ<iN8Kj@T|FAa#ss}^-X6_Y@zuRghr?Wu*wW5^;n&K%$=zm(hCXjho
zGCvZ52BT0|d)76j8v~32LH9CTScxAX0y!G*rB5Wexqtu3nt}BV27-QrbuZP83=|6x
z)PhN*8~~$KfFXd@fa)N}(pY{)5#S<}hy(-k{1JOHnnX7e^+#P%1-k-VU^!MvVXcKV
zh80wf2(&zCW$5?Se!Eru{ZbW}{C8j0`f&>jM`P60e_pq`5S;MNP6Wc_JAMHkIK~)b
zV1$OP;n8RM9>4Q(M`GE<@S7LIiC=y9XCOmlKgRF`P1-!>j}!%-VAUb9L{YJ%0^tue
z^Iwj=`OMRK;Zc4a+s!W_FK$^r>&X{u15NVA_ZAE)m3cQM6Wb=^A$CZ{<+n}fG7h7u
z1d;Z3!?-7(hu>G5g}LZrhhnf&quNuIqF?+~*5->NrdhS_&%@c36!<&3Ka%6GrP`Pn
z|6C^$h5ETrH4Q&6yo)E133g_gcem{P?K`qy5@ENjHQEGb;-y7&C+P>!i53B-mM#IF
zE;xd$hB`=10}q@E6Cr+hF9?7GaBa;115odl(lR&Jm0~gYsrpg8C_s(|`%%bLhN|Cg
z*_9!xz&nc!l?AV`Fg<t6+L-JEGifxkCy5D0DC3mj5I9l^>`Djx(U(T|1jCgvvVcfB
z!By29fcu+3;MZ<hcP7(I6$<tB^;PyoD%0q0P&f{UgTfF{1OftZKp6g1Cf*N1W$Xav
zTTz5$^K%%Lp}eA#vI~s@CD}mX$}s4UiGIWeiADvpCdNC{e3-jseSAm+RUFb;1*L+9
zLkJiI9s-9G2@n|YK#&9^8ivB6(I_P9$8=u5srkozzz1MLBwz>NO%-U72tF=E`fgdh
zea2utcN&BFE!%)`$}o&9^!xJvTUr6w{IeARK);(o4d78V0ZM?Yzc$d|sUu);Bm{<n
zz|fX(tSSPhioz(u;Hof~8uTwt0DNGm7VvKiz`rs4i=n@9{x+0Gw**{5-HPf-rTJ3#
zdU*jw0nY^B_%`3lpzl0tP!>YJ+2+4(ExebB$^ULI3Wep+EIw6jnu`wwNO}g^|3B{X
z-$ocXP5coZUOsg4N^B5ZphPl}r5ghP84hSna8Y$-^+SMX<9}Hg3V5Wfx*G72Nn(<T
z>MN1Am(2Y3LME{yNtKMJy6u+rgAj<WcpoxT7C>r+oA3<{GD-d0%gQ+DFIoS9)d~rS
zYydXs&%B`y0{@qu|DK><$r4DxyJdY@sc>~N{?*<6h-$fi3Tk=Qjs}Pkz@=GHBB!m&
z3NaW8hK6GixRvOVg~4P2HXsWBSB{^}s~?@{3W9+VI1nozeS5$dG#ZHpyMn*dFentz
z^{^f=^#=_H#{r$;pEL{-3v}9l($FffReUfQs}K8=4}m}d?f#!M44TzE|3$;%R`cPI
zz#ic*J~VbU4Fg+6L*sD&pbKWz94I)eL-=bBpm6+6!@@AD_yBBH@nJBi)oa6GSJU7s
z|DeliJkVGbpa=X*KP+nx@HY*;iiSlaSC3V}uEHD(+~oc(4+}iMXiPdDXsYPIF#s59
zK?)!Oegy`$`!rya&g#s-Py?zf4g76G2Q|<J+o`GO>Yy~?7&r#2jYeo<VOSgt3z%9H
ji$d)Mu+dTfe{-yC<{3;pow?%7fHS~BGBP@5x}g67!OOm`

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-reg.xml
new file mode 100644
index 00000000..dc36ba51
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-reg.xml
@@ -0,0 +1,49 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-region-model.xsd" filename='bm_us-040-reg.xml'>
+   <table id='1'>
+      <region id='1' page='2'>
+         <instruction instr-id='169'/>
+         <instruction instr-id='185'/>
+         <instruction instr-id='195'/>
+         <instruction instr-id='198'/>
+         <instruction instr-id='200'/>
+         <instruction instr-id='216'/>
+         <instruction instr-id='226'/>
+         <instruction instr-id='229'/>
+         <instruction instr-id='229' subinstr-id='2'/>
+         <instruction instr-id='229' subinstr-id='4'/>
+         <instruction instr-id='245'/>
+         <instruction instr-id='254'/>
+         <instruction instr-id='270'/>
+         <instruction instr-id='279'/>
+         <instruction instr-id='295'/>
+         <instruction instr-id='304'/>
+         <instruction instr-id='320'/>
+         <instruction instr-id='329'/>
+         <instruction instr-id='331'/>
+         <instruction instr-id='333'/>
+         <instruction instr-id='333' subinstr-id='2'/>
+         <instruction instr-id='335'/>
+         <instruction instr-id='337'/>
+         <instruction instr-id='337' subinstr-id='2'/>
+         <instruction instr-id='339'/>
+         <instruction instr-id='355'/>
+         <instruction instr-id='364'/>
+         <instruction instr-id='366'/>
+         <instruction instr-id='366' subinstr-id='2'/>
+         <instruction instr-id='369'/>
+         <instruction instr-id='386'/>
+         <instruction instr-id='395'/>
+         <instruction instr-id='411'/>
+         <instruction instr-id='420'/>
+         <instruction instr-id='420' subinstr-id='2'/>
+         <instruction instr-id='423'/>
+         <instruction instr-id='440'/>
+         <instruction instr-id='449'/>
+         <instruction instr-id='451'/>
+         <instruction instr-id='451' subinstr-id='2'/>
+         <bounding-box x1='61' y1='534' x2='506' y2='671'/>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-str.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-str.xml
new file mode 100644
index 00000000..b586ca16
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040-str.xml
@@ -0,0 +1,125 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:noNamespaceSchemaLocation="competition-entry-structure-model.xsd" filename='bm_us-040-str.xml'>
+   <table id='1'>
+      <region page='2' id='1' col-increment='0' row-increment='0'>
+         <cell id='1' start-row='1' start-col='1' end-row='2' end-col='1'>
+            <bounding-box x1='119' y1='647' x2='147' y2='656'/>
+            <content>Species</content>
+            <instruction instr-id='169' subinstr-id='-1'/>
+            <instruction instr-id='185' subinstr-id='-1'/>
+            <instruction instr-id='195' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='1' start-col='2' end-row='1' end-col='3'>
+            <bounding-box x1='334' y1='651' x2='398' y2='671'/>
+            <content>Wildlife Criterion
+(pg/L)</content>
+            <instruction instr-id='198' subinstr-id='-1'/>
+            <instruction instr-id='200' subinstr-id='-1'/>
+            <instruction instr-id='216' subinstr-id='-1'/>
+            <instruction instr-id='226' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='2' end-row='2' end-col='2'>
+            <bounding-box x1='273' y1='632' x2='303' y2='641'/>
+            <content>GLWQI</content>
+            <instruction instr-id='229' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='2' start-col='3' end-row='2' end-col='3'>
+            <bounding-box x1='380' y1='632' x2='506' y2='641'/>
+            <content>Mercury Study Report to Congress</content>
+            <instruction instr-id='229' subinstr-id='2'/>
+            <instruction instr-id='229' subinstr-id='4'/>
+            <instruction instr-id='245' subinstr-id='-1'/>
+            <instruction instr-id='254' subinstr-id='-1'/>
+            <instruction instr-id='270' subinstr-id='-1'/>
+            <instruction instr-id='279' subinstr-id='-1'/>
+            <instruction instr-id='295' subinstr-id='-1'/>
+            <instruction instr-id='304' subinstr-id='-1'/>
+            <instruction instr-id='320' subinstr-id='-1'/>
+            <instruction instr-id='329' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='1' end-row='4' end-col='1'>
+            <bounding-box x1='61' y1='611' x2='81' y2='620'/>
+            <content>Mink</content>
+            <instruction instr-id='331' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='2' end-row='4' end-col='2'>
+            <bounding-box x1='279' y1='611' x2='297' y2='620'/>
+            <content>2880</content>
+            <instruction instr-id='333' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='4' start-col='3' end-row='4' end-col='3'>
+            <bounding-box x1='434' y1='611' x2='452' y2='620'/>
+            <content>1038</content>
+            <instruction instr-id='333' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='1' end-row='5' end-col='1'>
+            <bounding-box x1='61' y1='592' x2='80' y2='601'/>
+            <content>Otter</content>
+            <instruction instr-id='335' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='2' end-row='5' end-col='2'>
+            <bounding-box x1='279' y1='592' x2='297' y2='601'/>
+            <content>1930</content>
+            <instruction instr-id='337' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='5' start-col='3' end-row='5' end-col='3'>
+            <bounding-box x1='436' y1='592' x2='449' y2='601'/>
+            <content>764</content>
+            <instruction instr-id='337' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='1' end-row='6' end-col='1'>
+            <bounding-box x1='61' y1='572' x2='100' y2='581'/>
+            <content>Kingfisher</content>
+            <instruction instr-id='339' subinstr-id='-1'/>
+            <instruction instr-id='355' subinstr-id='-1'/>
+            <instruction instr-id='364' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='2' end-row='6' end-col='2'>
+            <bounding-box x1='279' y1='572' x2='297' y2='581'/>
+            <content>1040</content>
+            <instruction instr-id='366' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='6' start-col='3' end-row='6' end-col='3'>
+            <bounding-box x1='436' y1='572' x2='449' y2='581'/>
+            <content>598</content>
+            <instruction instr-id='366' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='1' end-row='7' end-col='1'>
+            <bounding-box x1='61' y1='553' x2='87' y2='562'/>
+            <content>Osprey</content>
+            <instruction instr-id='369' subinstr-id='-1'/>
+            <instruction instr-id='386' subinstr-id='-1'/>
+            <instruction instr-id='395' subinstr-id='-1'/>
+            <instruction instr-id='411' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='2' end-row='7' end-col='2'>
+            <bounding-box x1='271' y1='553' x2='305' y2='562'/>
+            <content>Not done</content>
+            <instruction instr-id='420' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='7' start-col='3' end-row='7' end-col='3'>
+            <bounding-box x1='434' y1='553' x2='452' y2='562'/>
+            <content>1498</content>
+            <instruction instr-id='420' subinstr-id='2'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='1' end-row='8' end-col='1'>
+            <bounding-box x1='61' y1='534' x2='82' y2='543'/>
+            <content>Eagle</content>
+            <instruction instr-id='423' subinstr-id='-1'/>
+            <instruction instr-id='440' subinstr-id='-1'/>
+            <instruction instr-id='449' subinstr-id='-1'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='2' end-row='8' end-col='2'>
+            <bounding-box x1='279' y1='534' x2='297' y2='543'/>
+            <content>1920</content>
+            <instruction instr-id='451' subinstr-id='0'/>
+         </cell>
+         <cell id='1' start-row='8' start-col='3' end-row='8' end-col='3'>
+            <bounding-box x1='434' y1='534' x2='452' y2='543'/>
+            <content>1818</content>
+            <instruction instr-id='451' subinstr-id='2'/>
+         </cell>
+      </region>
+   </table>
+</document>
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.pdf b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..fe2433993227435a8311bae06cc94a85d6450ced
GIT binary patch
literal 21488
zcma%>LzE^=(4~uS+32!e)n#|twr$(CZQHhO+cvsvYx<irv-%e^tH_hN%M<rT<dZ=v
zCnWNlftDGXbo4T|0Gfq>p1{_?0-B49PRiKE)X9v1_1}&Hort-Wld%H<orsmbld+Jo
zp{<cI4-d4XlY_CoHMCpSG`F_nA!~wj?Khg6=4?tdVbAzxsS#`Y<nop^kBKcF;|rg-
z(^NExjoA3ic5SZ>5D73GO9MrQg!HnSUpZ^X{9igJHeX^WW0HQ~?^6fIhi6eiA9EXw
ze%~iLHrP{^LnsE!Pt{*+2yD;Puamo5wI~O^G;Bu~2tY)nQS(9x2ncNO^u%0>%)}D&
zB+?jfb?xoSFH+rax3QU?w3yP(BpY@WK}7f}Y^|LZskP%3Rv8vwN>yVeWvL%n_&+Cu
z(+Ibrq>^PsA{fFP>sxJT9rGKpZ3oQ3@xD#CJUd<_n~o_ndy(PeKmqv~o6SGAtqJ%u
zfktH$L}Etj)-^#X<7IL42HzaW)k*^Zk+|~)N~{FBim#ZoAT0<%TE&cdClJ{71f>W_
zWO}3e?f7&5OS}hMt3#L6R875Q2g&EnP={`63k>el+eEL9FHYTWiTkSvuPImOoh_sk
z<8!*0pF}V}CWl$}X{UsB&|B5Ky#|e1@p|I7jQ7)V-xKNPW;>sa+SOylp5|T#-#fd)
z(Fa*u3jf+q4I2bjKXtOCh;tj5t+H*9k>KsP>wTAlOKC*RTdxA(fFcdeg)c@M6eA+D
z0b((}j|M`7WAvcmhKdV=c4~hf=lRRkPCzSBD+z$76l&4{+1D$yGqrwpZIN)wV`I-$
z7Bky;V4>W*E|dKSh%BO{jv|rX0>?F`2(~J=gevIqnfq32HpF!ZYKfnL6Qx6oV!{ZE
z#-RxHn9=_W0odEaQ8WjC@|YOdW~??y2cVT6RQY~tuJ4!&q{#@@#O2`OC)&geywvgD
zz2zsT-piR$`imTHOx5u%2AY%)B*YJpG$Qpu;UvPJ7xKa0&l=#PNLbuK$2FQ!L?HX-
zq1(lCO`b}_!j=E1?!*oPX~*V)@$zM$%^I6WUfZ}19h0hm?m&Vz<>v=8YksGs@^SJM
zdv@zlR6?eliZ4y?g`8qnu$Y8pPUx>9Eb`U*g75npL!<;>!VMw(y#F;F%KPJ0Ns$(4
z%eQO+G-9)Rd~xiPtvL+Km6I5I?9oh%4}D)l%l~KpQ&3qmZMUYfL+kkH!wY8cefr1i
z6`}P6){3MPmH<`Fa8DEi#FtcD%ECK=H#bl*#VsockP9aNUb3#9ztL2B+xz{z%yv_q
z{j}o)lBK#_;y0RNlpbh)2WydRRf)UKHghs)TMd+1in!<+mfpz6ERDQ&J_cewkGqHT
zTS&rqlGJDE9?BFcwQYZ$3*=7)O9HS|r<BgXSKd2DhchrqtH0hUZ69dePzQVhY?j1y
zBUGFb8Tbcj0GJDzm`&%;bj_Hmp0PHRbd7)Yf)faHyG*}MEWz@!Vmp;zF7J!7ser5<
z+~}^9Uk)PdD`7xVU?n*DbNd!|0(5(d)%`S?F54cLx1VCSS5@WjEKh2btWlFbI52)x
zT$3by6=tuF;~6*i55pBYAgL@N(>mC>3W97!!`??aU~Wt?rdwAQS%q6yO@|J7$r+O6
zl(wtJtJhD*ey|BgIPAn?y2lBb4cI7SRGcQDzni+Ie7BDseb%zGLM|9_h)P0`3BwPY
z%cX38-Dp;o74snLfPpJv_?WqtmP4#2u4;{vZyfaCQxxtvJneGU3DS%a<}5Cmo)MvC
zOr9Cfn`dK85Sjwyv!o{Q%)loLx9&7vvvpLc?D$h1L&cbk)@Rc|kH-EW!n&FfFM*GR
zAHY{ZS#lq(Zs?J+qj3#*K>I3-a}gk|5w)Vr1?;w`@)703gD}_`p@Xm6P7)p`q*WoH
zzQ>n_Oe9@{1i#v`*|Tym)*<5rC6Uqgy=)#Y0qIErVS<!>@Q-?X(C89W@*|NUjTjbg
zOv#N9i-BDhlx+C}k>sKEbDoE&a2>?%@)x2bAPhU0Mqd}km#1U!m4Sifr2FC6F_%jb
zi7lzaX(+~1I_$nlVw`?$8HYuS8FE=r5?q$+@wPJ0rPuQqyy*S0?~#sUpaSOu%1oC=
zd)LEcSEmBP>iBVP1_jjN+?`Y8YEkY8l2UQQd=dLGE0cj8brD*U2$4NTWl|$Q^34uj
zH=PGz4lnLcYp3eL2ZA@XeXkgN=3=4{_`cia0xC#?m*I$iAok7m!Gv`UH?&1Dvx4|4
zODKOGcWi0n8;+Bh6^6HJ1Q-VDzZz=7J%8f^ImYR7E}C9FnWu#m%<c?UMXHWI9u?4k
z{vza5P?nr73#%hOu35{2(Ve>pGf%d|cDYGqUci+9%bSUa*bE=WB3y)w$`!T-Tl;X_
zP|>nCH4yp*Fl-sN?}U|;dM}H`Z+_%k^H)9zDP%-dir9rX`%T9vuPCgJ%rC%1y_;}Q
zz6L*hX~Ks<C&bjm_AVT~W!a=v6i%=lEX_sXv%9~IEJpDw--jYo6d89P6A4`-VBd1U
zI41g_pCfT$2=YVi@_=(pyhIP-5p0Tz<8>xICcU|)CJ0?e%Z|H0C*MPXG2juBXAete
zFGEaXY_}@f3zr!U;*WUw!yFeT?7o?EMVh28Zf{~Ga!3ZoGRzI&t|7i%Z`S_+HYNL!
z;Ww`ZL(=y^o@ZM&yXUXw0)gO3OiEe)j-rj4qQHOpP)22;7`@1c=sbVa@2#qLRc}in
z2~bjv^kP8G%z)u|EeK0x_TQf=%A-Wc7fI=y-2jaa`?Vw+Sl@nj$BP@T2S7FU!22CS
z=&zN?7$CH=%rvG>?b?guk!gMkuF5Rz>adVK8p+c?9iQDw_%_%T<ob|xwHSl5!<awQ
z{hD>?piqA37(>X0o$k#Jt1#7dN99kPTLE>eBsE79PS75=neFPzm|=3Tx02r*g}E|;
z%w7h=^&u|_wr^|P5xN<UB!D~9Ap{w4pSr_^)4h<)8PG)6PeYa_ddXxMKd)Me%zJ97
zU<3RU%?rX4TukFdrLi7&;$ehDSx6~z>0vbT4qcv46iI+KiQKr@DtZoWBBW?>J9Ag|
z5{ZpFNv|{siG0GJTG@RJl$(7W14<u(?y<+7q?!6Khx+B3TlwV?+*MB++uqr)jw)k_
z&U!dZri0KBA*PnAe=YhOF1>f`49|vq#uN>hc?b^B8-6jFAlS!jf>dPDi8Ymz3&XY-
zt0YW~<;hXazm@^1U<v96d^CaT66@UDi`Re=qv(b~D}s(7NJK0atI~CaUHQ`U^SxQ}
z2RfX+EtcnGh<*_U>~l+jAYMJGWnDVTS&xr2O#Cwy9<hy%r|V@U#IItbloQT)a@LQ6
zY!MT)#;$5XlJwFJ(k$07;iRC-g(HNKf6Vu5xfNrf8@Yn((9gnyqk>BkSeYs6T+=ha
zx@MfMH+9-Z&8(ZJ1p{!1(Zv}UDvLd27o~^}6rIJMshYeBeu8<4k0&8_jd5S~UWJm+
z;)cP<b3C0_BuRoGz+iJ!PQrwJXN&(d_%PenSAqZ8QzX#C{9y8$Ww@<9ASkEYO+4-M
z7FK_SW7T!BH%3B3F=B6ZgonXkh*SiiQJkXE(HI1?LbBZrU<oMo4wkT{*LZ(-gVCd>
zm2PS!US<JR6cUZ2PoFy(2mMwRKzKxvCFe&_Rzl{-VjVQ)qY^e}gi<IkkPwQi7)eKd
z!HAJlJHjOSX;TQNp-3)c^&S`Wy`qq&^3WZM)gUsv$#O+#MIlxQz<iAb0@`|;Joir@
zIqC(9ldT6#PO3yVCF8eCc6`6ad@h?#ZU{i{-Qb7Xq?;B5%9Tr_b3`JN56TlfGpLgQ
zK^Js@ZmzV7(O4ao3tV~Hdq)N>7F^~IFh7G(Pj=X)DrOMSrrKk`J`bqmv5>b2++8be
z%wDmI-C#Q*w4e|NMc1p7aibR+!(r%gfdxt2bJ&hmY@oM@VbC0UB-^G28;(6^Xwlax
ztov`*QM$w~TgZV)0+aWaMq)Q7?UOwweBOQvDT}8E*qSP7lT<S9(Oa+1^PgMXZCI3W
z`mVi!ew;nuJd#WFynRzw(fq1uz-g!QotSj?N&8?T=BM|}JiLAmi;~`IBDFy(3UpI<
zHB&hr6qNtfNAD&>Qws(H6x3ZLf-{6Y`8%wO5X=7ehh8OqGqZutzVpB9`vsoXZ*#Oa
z1j;PEEbOmp_Y@7izcgHvNNOk3x7{M7*(oP4#WrbN{pk<UwRdN49w!t?^!Mqn3&}bp
zDjPd<>Y@adVEqP@Ur+$#+qi-Sq$pVcE2huVK^i@tFkxpn(sF^0KFPs=2xeYe(s32u
zLcW^)Hde?`goaxEy)!sb+o}p2Wk|)02@xFn0EY1l@pL4Wep`4Rd<V@U@mqmK8ncL7
z#3p;yM;KxZ)t<FiI`bO<Wk#-Bg(=?fHO~YVy;1=AlMxt>zFC&hIS4>v8^DMeu4<A0
zE_NwcS)jghJb+u0`<V^TiB#3u_;zE_y^DIq(6Bs?Yn{36V{FTV^`~`gK3OCe*~nTC
z;=3|iGwG?K{m+v1cEXNmWh)DAth0O^n=j`UOMC{cixuw&E-3Qo@%8qQFl-iO28Exo
z*Z#+v0&m^eKE|V6gth!>Pxlm%txV+cZ31emYVcRa2&dWJ{+_fxLRpQ9=cx1;@hX3;
zqsb=AQzcgRqn=f32_7O|s&tReY2QMg(|0#T>rW_mLR8Za^+)f_4f?a-$-#*0GsdgN
z9*=7ZCNN$W2P_%w2BUr#|8yuUw|>!ev_7xJc$vFd&Fg*`Nk)*vhxfXRB?h)DN)3lR
zP&o>|m=ulKm(xeR1}a=hx{G!x4O%tUkIiQKOwW1c8OhxCugeb1F_L*xAUyauY|F*`
z**M|2D(O}msxG46Fuv14@cbTews1~&j~|MLn%ij2t=WGDG$JB;y5|wwnOS|$$BspQ
zw->p#{palu2;^$-;s8_VDSgLy%qc~2mPmqj04Vi>QeIKa5&0SsjMK(Le%qInQXD4a
zj8d>=?w*Grsh%%6;gVdlO-w0^Z0r*Zv{(E*F|<}1cf=Qwf~j#oq1tuk2-cT10pJ-M
zc3?w9UK<4sPgTwbgC-R<>m{gv_P2W7g$736Ihn|lZ6IdUn`tVUAr)@l*}L^4V8d>G
z4_3_JjpJFC17h;m5u3!OL@`9h>U{9=1%aD~b{bP!&_%|cljGh7YRV39bd`^j>o-uC
zrARa63VZPEXmh@vIe>39w^&mfN_R@HKOo)lmRmzP)0i-iAfU%%ym$oGR4roaBvFT^
zoCMNWiu?+AU5r!0BD5hg!xTz-*uNen=xyLz-?hj|!&{RkvIMgwGm+*m-H~XH1Q%2O
z!+t2SM17wj&<Cv5X$$onDg+<2ro*;i^rQ%bv(1N++CM9zfYO2ZSR@Y&<hPs}O6v1t
zuc8flZ>MQPAHibA`GayuEYB@xNffXY5kOZgKGV00{7?`Kugc092A3fq92Zk8HshZ<
zzw!mG!X(@wKVhwYJMZ{0tkS{MSPSx?9w_O+@zDa{kab?|EWL<)J!_$ipg1Z+5Qw>!
zpx3Q}DYzbvtDIoMbz;3QOkpg4dFcGFglE&TD{lq4MRjuk4%y<7NK{QWaI8bve#HQ>
zF_<2_7T6$B!Q_WT-6XQ34_~)av|Qn4|FY}$L0GuPSh2nEXLm6J0ZZj`z4{&3i~0wh
z=%5_Z1LRF!(rEA?hi`l6O~s#)0D{jqP)nBf0zcM#izpx{WwBJ#7N~7=9woq-tP1?3
z(gL@}xr%2fXqh>Hc?owHI;OS{#Nk(O?ruroGSuH8E7aR#L=>O5^R!Hoi-+~Evf?5M
z>7>~mX{{9-YQ;TR<CR4TS}KLURd6#D{szL)j@xAKTpLM^xjzl%7E{q%tioSLmDu}Q
zZz4c$bi6RyF-MTt8Tl*@48KWI*eW0w_MICo6|FF*+{rl$74VKsVAGBLbXPA2eQcoo
zUtZ(UZOLbPT}M^oUQ;3>H>8`PhPeqecb$AmiyCHAn0SQ6^<KIlYeOB@EwlgJL*o1d
z**m1FGh&ct1Dh_PN(D*cdOCwg2vi~>s$n6#IfQ~^BYa0R51en8)R%v+_P17-ce=&O
zukTTVdGP7!?Ps&-$mhz1*2bE6b~?_q<UG^T|4A#yGb@|C?ovl90U<%Xoa;C8qYFv}
zISSlC_E}PpxE(XH8$?Qt*?RVMqI+$lK&Gt=VF(DSxEhn>KH-Clq>_%>K;=fNe-9Vd
z>wVOSHAmvcZ5jAx!hpR{WqT*m+0;1zE+VFTPSdBeW|k>MsiVx%LPMeO35B32`)e0M
zC)qZ71Ov{6rfuMTiWlkFwE0{HG)Q_FCwxpdoOQ~4N!ko-81u#D>DwQzkwLb@aP?o;
zwF*9>Twzy-PFKBz-qJ<lXB7JbEd~>T-yGnJ8|Ygpa71eNn!r(Zgfq1StQ2UW!h7$e
zpB`4J-We{baqXv|N~y-U2J_SaZM;Sj!jJ)!AiM2OCE!y}sSA$r6KJcFo&zGvg=QR`
zu2*k}oz)KuIgO~08x#CnYGW(MV2&UILc0oGtdF9@D;3<O&;Y5Z!kz)di+Bf39!ypT
zFOOY#Yy6kYlU^ZM7~Ps*V&PYS#?n&A0w{9S)fzz%Trou4rKd?9Xy~kbBa|{sYEZbg
z>QnyVdBd{RZ$KF^IgWM0lpH)hVxA(zv!i4=bNHlhXSn=t>}Wp7fz+RG!y?Kw2l{S7
zz7LaCJm9JbEa;vYKLXVZ=p^&)juJ7XxwT6YFsyFOedoD9-BeZ$Ze$grK>o!j`KG#2
z^na^n>w<~Kv$C#Jm{@zl=?aVp^Z0p<;gi@~tAXE>qkdEVTJxlWB7}1%am*vx%R75;
zIRp3ZOTW6`1;y=Z&w9(-?}RW4I$y)1gNE0@VmeAWlGUTsHb-GvEq^nZs*6CaHS**G
zX9r%6n5y#?wOQ&%R#em@WBJ<%**Kz%srO;5d28$WR^w#@2SNT^N7UTx(~k`3(o+uH
zAeIhL@Zhz8DqO5f+CdN%3Si7Ac!roJB<qYZRakc&0h0?|J}iRF(MdsO&csts_FsU@
z4=K6bOqQ&=iEswA`|5D&Esz|ZxjV6EP?j4*o|(Sj1)n}g$2;#&ijG6$6m$}x8o*>b
z+`riFZW-3L1g&pq>kE?DY`Emk*lj$k&Dm`+&KrRHVyFfr6HDm@FaU@YT)TQac7+WK
zjdvvx@c=OVw*oT|4sMo_2qK1<J%>G$@VA97mPrU6|20R%jEVY_?k2lzbhMVJ7o8~2
zaXu{!>0w)IH5>DpxC?)zzj(ZIcn9clg71Hmd+)IET=u~BFe|q1ZQ|_y_7b!n31Nj9
zNmI;OD>vK>-Ih`a_h+{X9W7+fiY+>lR%C`V+1pHp2U}0GE?K=Q!*2dF;XPLU-@|YB
zs?UWUKmfT}c$lz9+B3!-NdWvbSz1x^EUkOxq*7#0Mzl9c;Z#6Q0MhdVv`Gty<E&|U
zI!~syzvpBFHQ^pJomRd5Xs|bj6+J{D_~pqTm8)4mk6->5&x%~6S!04GXvwt|L-P)N
zL8Km0ZWXeC#-(RF@Gyje=t3tsGBmd#e{Knu8L=E-I0Yt&fAwuNqVn+)$C~!1&T-1O
zsmT_AQ*2KMXm`u~FF-wW06qR-Y#tIC+Zg>HcKmPkA8-DTGXED@SlJn&|IZ!+^Z$U+
z4FB=z|2K`+-u;h8*LXhZ`lnVuXsN^cfL3vlI<6~SlXYfB)t=~|;+ciVxD$t~C*a9`
ze_Q~dkmJO^@F<fjqQnJr=kT$juSGz=f8|3FqyAicXV=>Fye-G=o@0yL_MW$5hup9n
zCZ(Z%s~)q(vRxCuN)|5&Datf0vHnBPN)}CITr4&FzOZmn3qh3PC^ENjful9xT`1+a
z1RJ{0B`7H+nbA@5etn24HbC|wlwDhWm>mbcvD`?^(t#q|sdY(LclN8G{b|ydWI#>g
zukhkrgj;|87+x*N_d?ow<Rekp?r}Ftqm|IVF^i?mx=}`2@8}I8x~vIuva7AR{wPte
zF8bp_)v{40jZhA<R^Rh&+X?)7gp6B}sX-!`)r&%LEyEA5;nhr9^j%ExUwfAR(sSNr
z=0NoHck;#r4$pkujkf&Yfu*(_y1pxtxWbynGn-_;TrByiIrCqGUPMrVU}8bk<mUvm
zw*DiKlP-*9Rp@^(ANe*hwo0RaYJS7o1fHp1>ycq@0S+*?HbxSOtvfRLt=D7#+;glh
z&*q1{mN0>vdLAi%(!>F+{%(NQmb)W6%dLXd>ieYbg0-T=%V2^|jFUT}sk1OTzvvdM
z&7MwNiQR3VsE(a$zqMtf3Tz**l8*UU`_<_2yG`)DKOBHLxEodh&oq^|RiEiz4f42z
z>)f{pFJFWhB4$&l<fHGq5@&qOS4k@IZ~!BX(}Rz*W2K2yZ~G6g+05gd&qzM+E1U+D
zTXMq3@bs1UbKO*U29y=Ap$ci<hS7*yg2e`_`;R9N-Mxp(VQ=hkmKQ}zr14!^Vyp7}
zk#c-|>$<~t*HnfVe*}wpj>ElSvMHQ<s`rHDJ+O~_ylzgT@%$&hkH#<Qc$VQ)oL=N9
z`sM|Z-PhU8*jC=2kK0LE{N1i}DCl0XMa_h2&)eJwi*Kzj{vEd2NZzs9w;SW-xDpcE
z$tPQ7omJcKm+xMU{rM~4dHpl=3``=F@^%LW<KO&!orfd$LUvSRux$(jk}=jkZM|>9
za1c|n;9HbXF(2n6?Wfy|4W0?NMSJ6|PqVUY_+uWEaV7h9jI=0$_#r%zOVOt{-n>5P
zeChK+2BoKlZh7YnIoPs8M@nSnj6vf=Sb>bL>~w6cnT1+4o3bP+<~Vd26vsRug=n`V
zMM-TEf!z{AeTkmu?g8YWvOU$lJYnR(jR1fYbqbKz<f3gUB5Bh)*yjmu83CWdXCDn(
zII@jP5q+|AX{C(f?o?I5t-a63LnfvayGdJzv&Om8yknsv6m&VMGBDd!;;Beq;$ey9
zMJ~dDh(b06fy%9rOTlM-V#X>(^%<o6RuYWphXJxbdgh~1c#xD^6v)XT)x8)7VSho*
zWzI>hKA-v-U`h|RmI#9;Dq@&>gZsDcU=faqJnW&=A6i9)KAIN2Dh^4EUo((jT2;Ip
zpu>9~{fY%wmq#lKY4H)5_LF6GHk>nFg?41S-`&7WtAc(|*92-*I6+5`D`uDke3|I|
zP2R6JL`7N*^TV=H@RA}gOZGLe8}e@F*dM<j;%x|UQ0rc)K_iRVGo0)q7NpZg3w$ih
zfp18SQsmbc3l>t=cG_g<wPNQB)8YP_=W=mF=MZ^(Mp{2gWxCyND1sBTjo@>i!VaA>
zh$ZU^)u?jUBM!FY;=MZrDIf7gvJg)2+Wx4p8p+o<V(3%0^%yr`AE?uhpgsymxJCJn
zjkLvSL1;C}=D_&Hw%^jV*w-85LYR{bmO(^ybLuntsdhs(PHEyp;s9sDKl>w)jWF68
zu)DSFS<UM08(;(xavb?4yg<F}<L_?sx20A<+yol1j=KLv1coLH8!Yv(Q<B#jnTyRG
z<p&zVpBNZ$`+?u;ptJqnW}?f+^rsIMG@HNM;dbtlw5A7Be=qsA|8-HgeOqK6?kFfg
zPjm_VaKQp^mJ(t{$wzf@O4Td)(>pN^^KJW`6#V>r5yrK_4cI;)I^XfZdd3>hYsDwz
zA6gpbkc3RA_|q_DdE4{R`rx&#w4PA)aPIh~mH5ty1DQq;l3929v7WOkmO`o}BIcY}
zd#yE=>P@*ya7ok~lhjtLSIjdgCW&DV`B4}jLKr00rsccY!Gfp-H5W|ru9K{+!^vW%
zBcZ^<i8i(}Or`09CBIbEZ{`W^!OyB@U<2RolzUq4eb1$DGU~$BKJq=>FJ%vhe}s;x
z=Y8bK*gTn|$EY<1*+i8~M|3n(<G-SS;(R4$IQqNF)jVhktL;8Ngd=B=#B8hXlpbFW
z^nD({<_kW-e{THN(6uv1EvIFzOwku#!q>krYaS$oS3`kO^>r`T??Rg(Apm*{Sp@bY
z{b$L&9V<}*3fMm_wZZ#d!N6%okn$@s5#27#D8L4{d=B8X-Xh7Zpn~SyE)x9P9-N#S
zaur$Nn!oabz4-Pi2tU^gRuP2t@*=)tvL6ocLMKGD?)adj!cxwfS}Q3Lh8?k#qp!sv
zC*~fcq>}a+O!%8hK}S}kU)i9UBQQ#UUM+{X$Ur;qoW~zcq}lq))-oA$h+#ER!ve6=
z8&kAHr`oj)5QF?-LD2t@?eY^m_?i=rXFIB|(%21dpAKGgRZq$McBiHzaJRTMm4&S-
z<0KjBW&cg$-?pi)>7TO)1)t^5KXf?;1m*(URA6j45s|IDc84gyn7WSt?py?Hs6eg~
z%y(4mr9(Rg+J>iFL!1@aoDBEwRCQHgeo+Hg$mUv7N%ExlCU7E|cH$Vue15>009}Gi
zHFf4e<<`l<1jK&{X>+L5<wp5dC2nQ`udtY%sL3~X%KFS@W>!ugMiOb2ti21_uj==F
zwg{mr0bVZvnG}fqr2Pv4K#j6SVwwhSBfJrv=aB8&|EQC_+YfCbs!DHTXF0>P#N!^5
z7O_(Md}r4QE(s8J3@kTjzd2`tAJ%s$MOr$yArA4N%pix%BFy?$FmmOS2mH8nPB`vW
zhp-}Av9(Eh;|h@2I2(rO#T|%A!e8SJ{YFAI8-I}zIh{CimN_}@phedP6!dILG0lJt
zQSLztWuVB=rMka5FV!0>0MgT+#~p<^ZkU*A>V54Oz#5TVY5KYpq0W6K1mYF!Jmz#U
z;_O7H8^K{^IJ`|$J%|j)`az1~i$-OzBWb0<ng_s<Rz9M-K0aJ|y9VEY9gE2#yK+>A
z1vU5X@KR))!i|Zp$C#*=K}t~Et0s~kg7G3N@MMLxLx_TpdnK~@F;O87ZHbCtlk&a1
zSTu`R!(Fg-6dR2<M2n=r$D^Lh4TaZetIx1s=wvc!Tb_*Vo##v?t%{J%5a<Qp<ZJc5
zt1=JnX8D0pMwIz+h5CbbVVM*}#pr#%PfieCwNbks=Ev<^(noQ1ZII#lJ?A<NufTt?
z_D3`WSsW*@C&Kgx3pJS=7||TWBbQhx3NU}~X(nfeTnoMdRhkL&>>PamjIx#Oxo;aG
zOcwZ@Z_~l|V?vm6IrQq>*JB8(RrNd=Im_nIEE=<a{HJN7{S~a5qyay;Idbr!3T;Zz
zqSBFItXPh=Lifzy{0J9{z&E(QKBEU7_l{LJ3Gtt!RFRBOD+AzSR|j>!3GE0e!BepP
zcEG*=xVXjyCh8Ft*={ma-M_o9FMF*_Qdcw;)jczM1CmpuNTmL%6^|FVd4bK^a@)3=
z^rL-dskV_{-~#6>ysn9C(~PLDc}4x=LOfRQ&*diXm_&Vs`-%+Y@JG{WL(?%tT5VSd
zG|zy%dSA{TN#{>R2K%$N!csJN+7DeK;-CgouCSzbg7My3*P}vF6}d4UW!s9t(CH1-
z1j^0-p&V-ip+w}rXWRFAvbb!##H9}*&H-#_CyZk^HaN*P(>Dz}!z1^OsVY99Uirma
z4TbepRrAo{l9{actB|IEAv<PL34x#g<%kkVJ8PTmnGQZSvrl{vfYhhXPD!D+cbdU0
z;4n-{>qJ!{40pn?Q`}QmwzWVKY)ATcFTOBFb8$gPOqLeaM@L(htAA7J`iz*eu7#R~
zP+>8{*+KZuu6HJ5aA-4~;@>YmGf4C^NpDWnA5XwUg@Ju+4RJsnZ^~T_cT@oByHWCQ
zhbGZgC2isUH=&<{xcY5vIiT;@KhIl*BIyvSTp^pOgYp2V3)D?^7eQ^yRA$`CG#D=Y
z`B8`MMAI<W^sJtLa%tNo+PLDR0crLOt@Jb@158<1HNJlmU2A2P+mY(#H;K|pERm@}
zVoj(SMQbLpA{a%h5Nnxv)zhvFp9}KFYG>Z+CC0?@EuskcV7;`{k>G<dWUMnqQLJJp
z35g-<pu5f0Ku={fn$-Y6FHkm^L{$@YsO%8td*Hlz1a*)uaN3~d3#W))iKSbpR@$D>
z(%9)Ewv<aD7}gbal!w*iL4?}L!jv}2XAv&$RlE&<4(u*OQ2a}o!H3eHi^P@>@@Ij`
zh>jxe_1B_SK8)Vx3~cG2y0lhi-mD@{FljQsBWIi2+E9Fa#!_GsVrz6#<MA!46`Z7H
zQ*r|b$rd5a(^uP8H51RWTVcW}gTNW2*V+xa?YMw5M8wkUz~2}fT>d1|31750>lba>
zS&VkuCByEM!H!P<p+4l`?b+z}SYHg{btSoLnv{PF`HECbafj?r9_}wfOv^4n>q#>Q
z0tqoOM8iErv$H5o8dk_A9t49CBhfco?*RRqDf77+?;dM}FwD6cc$5pY0EI>v7b&3I
zkWn>hcHzF%<oy*tQVE+DF7ob_n{|i_O9O`MIzh*&$Wf)2kgHzmPL-gvVV~`y^WKV5
zxnhilg+eWrwm6M?qTB@SuXkl}VejGEe0eX%@%PmuWK>G@E2Xw}3xnG*{)bSohlwck
zIBEg$LADNBpCK>;jQc$)L|lzzJDa-Jg4+L1BG$=p)KOa|lne)_B)_4;^Ik{|ZGMgi
zuScO6YWeyBKz1PR`Bj5RA^?4WP`6Q|G4h;auE^@<0r$Ch-2@6|ySmTU=LTspkdv!F
zC`b=Vs2+w@z3MEuLO)Ecs{Y5S@D2HXzT)7)p<dLkT<e}@?|95u3oFA6g|PVpB=BWp
zdBQR*fz<^D|New@c2!@mSI6q^u|3&EOwC0$hjh?cNn*K|-D{NuTvk^t;3?)zyxpbC
zQltX1{NeGdedQWCpBDJ%%hk8KlVkCI{~UtRE4KIKBt~H)mzPghsv_E~7t@)dP5&$o
z`Yeabu|o3mIr=Md@Pfu^fWhy0?{hH`nct0zH^?32ms`5;OsY_ms1Y~0l!7dDd&Q;J
zfwjsr{km(XJhTZFg1n$6Qyr1Kb=G#aj^oVCpp7IHbbfz3G&_e&?x3COCK5sWItYxs
z^08t6UT_F*<U)U2Hve(4oSq9&kwZ7e^p>^+>$DcQ?_8mwrBss(>F54!v-ta}aB);;
zcm1o7+m44uCYPTkW06k>`E20jefNJFXc{a)Y%yp-DE+hDI%ei-P32LZ6kIlW7VhO<
z&R}VRy8)~qi=)|BDM3`U9!S0Lll42dl+|K}?tW-umXIcb)77av$T_tcOzf&&UhVbk
zD=^Bd%h?h$B=qp%lhMG?0%dYLU?yi!ItBS1tze{i{%U7B*H{O}5(V$+nai{pYzOzX
zG<!8cQ}x63y(>knwV0?#Z?}NVt=SBlupo6o1rZC;&au@Z1Gn6K7Vi5p9Z7qj*Y>Y2
zPETTB@EknwjRmKFR1z7WaR_v7l#L{?EX>~Bv|n@BycVoGag%$smX7f{1rqo9aZOJ2
zerN-+%vI)M#x&K{Xh8Yn-Ju{n5YsU(%TtXVSYI15A~cBapqBRVx(1V`fgYm#9xrcY
zJDt;yY;cFkB)<B@Uij#1(b0R=S{43jNPp{R-`dyPCKvb?{Gm5S+0tIdJPyn(mn*$V
zGVAeQ3J}L!m)LY7(6O47qHPsVSigXaU3-C(iFbH7G)1yVp>-XcGi0(EE0Y&B$0u;a
zk~GBo4mX;(ZX%N|Z7+A9tLqDT^)1j^AN(u!G3?XOE-^$Pc&!}c+6GvNL?lOl+X2@7
zn|XfZT_9E55g`79M74T3!EXsKhHNC-VGzI%{QfmTTv@|i7_M`F{IpNf<gsN-bF^2u
zy~wV(y7B@?LtZE)VRg2+3F32C>KJP_w$^-89!z~d6g@W_wmFdI&$R2ZLL$Z=!uE@|
zh+#n}t!{h&Wli3d!R3EWZ=f}-<<HuPtQDJhK$XT%79BShJ3CA?xYX##zzTh^qZ{NO
zUX&uOU>6IY;Ne;!H7Qh&__RC>dC_pEY`DHQvx&ycH|7#aw09s?0@_LevP7ke-lorF
z@~4K7ZA5b;i~oUPgi%E_qqnSK^!wi*up;4b@RGL1`L!ZfZHFX%k6Y_OTSx2%xGIKe
z)i=6Ewt6qxGNN@E)c)pX-=;S?xc>M^Fnp`6=#3eO`^WL(*Jb#;Ho*?tBb|&S$pODF
zpt6bmjH^OiVYL(w(iYa$n0fuQO07d_anNz`*Ge01ai~|0zPS2)T&dOm4sV_yj}Pgt
zdwBX9g<iOT<y@paJaL%sRv#cQKZfREe*t3wwbJXBT0}Kuk_zIx8vSK85PmL}n<hk}
zZTZm4O%?djNXpClt&Vq_+Z{S7(&VG$>d;)Iu=96<e<6X)My`r^!L68?-{YlB<=~!g
z*ORJZE1TkOH2kMJX)b&5C`xeu?Dztsn$n$5C=ex~)I_W;frLlytYp_ZNmz3&F`dqe
zF})S!5%-`uT|Y84(b9a;hCBGyRoFhZ<J#Kw{?6Ho7NEgEd|U0{Y(P<Uk7b|cd}Cg-
zhmqmVuccB|yXOARx&VfP?s{QCDYTpOU4!Xd<`zOsF?c#PPVzx$)FJy&LmE!UhvX2r
zcsf<b>9+QlopX$E=%&y(<T$R_r3Lt%Ewz<f5iN;xb3u3PNn&0hIf&lXL?XjP67+TG
zO%9iFjS?ZrbT9is9gA#Rkgk~X0o<J$n~76U(pEQ*wYUBon3r6hH?D{Cqq!xxzeLbc
zWH;HYv9^R5mraoV*?1tuZ7t3Pr1?^EN0gRZao*8s98BzDF@xYW*UH+}Wh%0aooYL#
z(-}@X*p>q$p+%A;M)e|ZZ(nC;xmjmM7Ei-=`ZUnL>O3Re<4Z+#oABkM{LsM{-Y|4K
z-7tAC$$&pgC5flCxy$XI0~TF-b)%c*vWROti^TXTXh42^JkJ?Q|9Xl+OLQni*by=>
zF$j;_y*reUBqC;9Z`1LBHUIu6N31idFRM}r(-Yv&AtcHi9XC;7ju7(#ypL-mhW=E#
zPNf+u^EN3K?YVkQ=LGM~Ey|G~j$$sbG=}D^vkbzuuz@e==xVz6#HybCAu(J7^Mi0w
zAvW?qFz^57xBr{-vM{jxU(U-&|35e{Bg6k6=hbvPY;&lYDD(x#XQ9OI|4QJxT9>p?
zD3zJXVajw*8wV9Vs7fDGP)Qoe{Csx`1cDk%B9(7yV$rnp583z&nEQGH-?IfLt;&0)
z`^@6q{#x9Xy0df~h5l@Pdy3h2oM!(W75HOa(OK*I{oma2hVCNKXBsb>?>i8QRX;|4
z!|Ux+4e1p0HL88Ei;%`d1cIz9(^KD6C&G{O3m=p*tmo_vUYpU7g}RwB6iUr&UE77v
zmlxZ|t9QK)+Ombe?&sa$_AEWvIE8#Lk_eIx*LJg^wdUm9K?Dj+^&AT;{tXX$C8$(U
zA(j!Ok7%1S-!$Shx9HDe^!e$X5^g<naYjRLjp}B}8c)imL66Tn=vbfKz;-$#JKs3s
zB%?%TM|p&BclpU?!TUR!4>S9l?ab5dJxda#{^H#iXN)5JVIx&xlRB?0{*Auvb_iQP
zs{gzcePjUBK=HV{=H<zzM|TI^N~VFlcV)`OW?lGhs(@@?379`evb;xyilzeUjcVPW
zi;~yP=n@4D(X{L!QS$J7s^X>{tDDGD=T0f6>ffZK8|4T7_6N+~`7N0i%S)T@nk;!8
z>8tn(NZaEj*23%bv|U9VGk5*Q6)-t=flDOw??lVP%nY=JOXp{&7K;8kfR$gj=JH&t
zo1$uX%RSJZ*if+4_@v?Vthg6yEG2z%?NJLITId(G!t2b+i%XT8_LO^(8R-vgTpb2r
zq1~hk6=%qF6Bkk!clywxNnD9<`V#aS6-*MD6<aEq28uflF4creQUiI1Lgi5k!PIV@
z-`zQ)Q@|Qur5?((sjY`<@^xBekstQoH|#NJ;FH5l5-)!Bev5Dz^tG$S215)fXZPzi
zEVZng4K^Q_lEBP*<e;B8Bzf5=I(YSlFMC!{?6&}n<KX<LG)b^NiYUL%Ai2BdEZf!0
zyqZdHC2vwd`n(_XqP_IKlp6d759vFIr}XU3ojeEh-*IXBR2h`?dI*sg9e0#YZygB1
zps_0R{B`RR708W>d7CuD<zzXb^(49G3fANMp0=mwq&(`hrBvB+BR|$=yp5dBlH6_I
zuZPjx-CxFh1p<S0{e=_E=m$y&Jr&cf3xcwCnRlC(w^W`Qf@<B#!NJ35!{{3Fb{KhL
zLo2MJdJJn2D+4dT8Sat6CX&e_Op<^qQRr}FIO1h~A>gp^J`B7uD+(ct>~dpF+qKU4
zoc)^f^?7ZjfHedO{R`$)BWWhAZ${N!yWkvyFth3pvPRDbl!fmTZxELyccCCL?5a1A
z=-$I>sqw)#uHKc6=%deLmLO++UQ&1g#F{t1)F-_k1U8EtB1^gF3w!u==+;OCY4xns
z@yb^23eF!aMyl1aW3r2;yP8REhcE%!NYH$B0>nFti3lw3jC&aPU<#xcoeQjHbX_nE
zo;eNEO$^2;y2M@<R69mE+H5&{c>7n&vEQ4kfjHxXEAz>w`IhSK@I`pp>Vo_hA>y=w
zQsu&0-li2Z#{*j*=a^q%2#O48>TeqYpJ6KUh6;=yy6^5ZzP|acowH=0lGz5G&h|n-
zWYCW0_Uy&>!l?Cq9s(%Ev}5B3QONo|sg;4$rV1*EDJH-?vleP^%_&er0V92G&!&9^
z>zh>ugVPNcs#qJYuE5<9FEpEg@8RmDb3aOJYzC3q0ZIAc-IAM*K_PO&s@b!Gbq|d0
z+@!O-_wv>~P@}6%LhbS|2?9hz4FN<yM;{K8KMq)H&_$F&J7sQ#HMk#>-gK+(97J-8
zoJW9il*VL6)WXaxlUWV^g!P$eb9qlbH4>Rin6b?7vt_l-2%1Hp*v@}qe9MQ2>cnov
z5w!Cf-=Y#t%A+ZE+St+wl_%?4<j0stus!-@r1Yv_&R?3j;cjpjgs&!)=!7as04{rU
z<H??|=HC518J#=Y`}vO|ePd4D6ucgn!iO-w{3YCx1HvdnEz_n&2Le!4Pg7V|lxSFo
z1|+B+$ONFDsFWIFMREYOX=KP#Wo)a`i?Y<IS*@~V2}0?j5@BzGm4lt}ky0lsJmqIy
zC8u1>15?2Z6=ev(!SqdW7B<1tD&z<-hp;=d2d`b78+2o7JuS5j#oKD~i%sOura+c^
z+Sx<TV-=Y|b<^ne^C`APA!D500DcV~dErG3i={-HMffqd!O9dVEmDeP!y_Io>z(|Y
zg&IVmymDXk0#UZBYvLw|@K(J~xdd%1ewKO;r397(eo9ghIK8j8il9?&9x(g85}^bW
zD>h%_TfTbi)#C{wc!Qg`c?D6P)aqh-6{;_h;bEC77Z8lkT@kz6D$X9k0`4i^=HTaj
zTy(({myfpIN|>?!pJGCfQ}$LF@VD-H65Oxsem0YqOrqhBPt_Hbhh19_<LrfDvxCH!
zvPDdaDwYeryI+A#-*{IfZ>u9;ZgzcrL_Z^Z>h@-d#xTO>8+k;2UgU%n5k~$3n=kH=
z!c|j{6))1en8nmVMdgiv%tnkyPG$FrOZ>%&n9&WSjH?-P=MAkq43P<RImKMgAL~-+
zfu0%=0Cu)haPnc#5!9?zhvIjuRNSeJXfS&xWg^gmdRRA~nTr@e12%HW{--@~SZtMo
z>6=m3V87%?@uQq`%aeyIH6B9ILMWERMqA9PG{MV3h0d3|zo2(7*kS&}IYsFhWPOQh
zzpvZ42|}!a{~nZUDg70g!Jm|d+A~o6(On+#@!193+`rY2ym~XxrD7=X0o_+?T~mF|
zoW~OKfJZ@BD%?r$g-}6hM3^X5mdGB9M{%}w1NG7wY@tY*dV?E>m)mH{)6)<%);N0E
z`QYGGg|50}A@iua<I9l%lwCwwTzL(rZmGO-_r&c7ggH0n`&rDx<S~nRWI8&xX_)#(
zV`TaXOB2MFkhw{3NjJ20Z8L3l3q$KMprLfb4W}&4jLG&e9<Zj2l7RdT(3WC*Q)Qnj
zBp+~~1O6S`Rq_x1b;>eK#PNe5nWSjux4V%fW5U^@21@YUK@&SXe5pRLjWDs>XIixM
z{=@+n2$WrLjzSP|BP`ioSwft*XrWZXZo5^x*pc6csR||*4n&(;Wb_89ix-+#0vc`Y
zqXZ94DrII9G>%(z@bHqeu`QvSvk_Sjn)3*R>DCIspRaj4sqdL~I9Wlyxz?R3LK&(L
znk&TwYQsvsPPO=mnlF?KQV8)t%|-4Q^+LS-iQRNXNcbaAKGJs{Iy%ug_gczq2k;Fm
z9BJ}%rZ3mGqR<@ZH#u~V+dx*!K_I}gZi8e&sEtSuD8KezYe5tGeJ5s2_jis<*V2y@
zw9{YIWk~qVPNZ43i8KiS?uE_DaOWRC*7(Xrh`1?2>RI6~#VL@lBD@pkSk-38aa!n#
zj3JR6UojyK)*5Ni{QL^U3P&dEji%~I-9q|G9&%2(mI5tTGbNVncGORITB_X`Z2Zkg
zE({JhambSU;vs-N!?;m&%0~;<7g(#fz`@rtqGSQVD>9j9=`va!&9f3PZyy1*)U6pf
z<4-nmycWrQHDgkTBIR?>#BK-~^_xns!iA90>yx6b>nC<&Q!B@~M&lS%^wSuBQ4vE2
z2D4s)<-BM`^z$e8h^UU37cyp&=nmGXtq8@oQK!|<NY2)qd_SBeD|`f+%8$pQ>h41K
zy%n}3-$y{8osUvztj+-vnu)9>?Gw|@grInm!+Mp#ktFM9{0qgNvX>&6EI+VB_o+&o
z`P65OzIueLC1d{R-ud7b9t&Q1{s{ckG^DUuslJ9X;SD>lAWc7yAz{K<hzcWtuU8dx
zmAeR{sFkXlvW#S^j79yP=4mFJZzfe<DiDq!QpEnd9+^^&h^})^2xM-FvRJlpC3NjU
z)AxOUI}j*OoHEy)IRc?=aGBWjP9nTQ&Gv4O<-3P!@so~CPix8iKHOV0QWRqot3ij$
zaF%fZsGCr7sIltW)11DM4i0g)Mc~E<t|9Q4u~v~oOq^7oye4tZwFw8caY(vB3Kilw
zQPQa~r&R(!*3)6+um&zZ0wM-e__{%ExHLWPMo*W+<PK#bxM%GO0oI!rDd5+>*~+PU
z`xZ}4=s~su^*n^XAoYYoaFyyR2M@bunhH`4H+b;q1X)069y(kO$XR*G`%8T#5Wa(T
zsp%(J6i!!?W6-Tdw6=h`IygH{!DgiM#Tp%YAXE<Z^q<uM-Jm2`Co3sXF14=ZqSBxa
z7j62gx^U>na-FXi@4Ggikwkd;c|XDij}v>b#iREikj)bz^`M?YVL}FoQt~t}3=oRo
zq&a9g5zPDbi`wA^3oi;wG{H>y%BE4I02O<+7O)BaE?7V4=`a=fQ2O2IZCCwOxV|-y
zW*|kh2Fb{d4Zz!V4pnXUS2BAvojbOMcOLQ|_rp^PYs>^W?a|jgFQ$`Op}`=3m~t`+
zM!gLDC=~(6TZ*lwEnHkwP*(;+rvNd~5=!-nvz*;%{RIq8FGnaG{OaLKC<UabDf$C*
z_-aLgKR0#$gzB~c!i!BhBPhiFPUY>ik#jila3;!pkK-4oH1XKo;NgVhZaWIA6YETc
z7&a|#<;*u5`W`YwUne4SO?iqfBb8$7n6eYgTG=6^*o0rfaM45orb!zxXh1cPQz^y}
zTR#CJ;7hm_s~<|0!;A#uLJl9AX2Lt>c6a~v^kItEW$SSPZMPW$c1wDu#z`BSB68ld
zshuPEklCq~=uxQ;qG>-;$J*)6{aTsC?P<>a443ipRBVwRWvG`LUE+sy%zq+V4=d!M
zeDl?1op}S^J%G<1r|@Gd=)qdk3CQZq+%BS&Ai(EULLMRFHY^4%XhKm0*iy{$$#k$J
z`~s_%fWu!6+E|MW{ZqdrG6wTqB@!<d1gOJA)iQNcSGe26xJH`Q8G*m|j90ld)=kEd
zCA9x`N3Vb^^5fH1nDmtQ5<HFwK1?3Jx4)gDOLpco5KX0e7LwLWG!J}){))r4HRzj;
z?V<wL)!Uaz7G{AM-h6FyYr(+;b&Q$EO5f5))sWxX08LnHw2mGd3vFLu)Zt=gC4sjD
z7DR?BK48UB_bpXpj0v}Z)gmj+#|lg(1*{rkKZk=HrZ;eR^!XtdGb$*r<G0IF!{%HZ
zH@MOCD(~gfHYQyzW28>>Uo)PWjS85-scoG{-AK0yA>UNPlXu?MKn}m4mGp9vRSp?R
z0VRQ3NWF~v%|#%`0rQXc)N`MEP{|1iFnro)Bswh|?-3QZSN8s!qHAvh$t1TDuS$0~
zdnH@{n<1Af4{i(TM*D-v1sXM^C_esIWcQmoEQuo*VYazdxLTfwZfYBJQEiw+w!t;)
zYQ0moF*bI&;&suLH`vS1xshlxh~D}(sQ_`}k$||VK+T=csNU8pwrvZfg`vvE=y+f;
zpbu7WHYh<g^_bD9>m}*LTc^ZRxg;1&2oNJb@dRcQ*3{$2lH51R{UG9%gUAcQt=~8w
zE#qzu<n_<FJ~9EPo3(cM=`L0w!<E)WSR>-gQ<+m=8_N&~8fDgottp#4E-*9x#aoW#
zw;%v`;=5kdk71iyVRv1v5qdh;XtoW846dRDj+<m`pP0oVkjvOFgAc}KkxdH%e;4P1
zxSC(olIAAPhqnEv_8$hHPs68m?piKdekiGk(>ff;k>iTCg}=eSf5C!#gT9n%?0CF0
zq)^C3x;S8-g+k7atdIop>`z})-h_iU)LzaSosw#z$p&fmzckQ{vJ#tdoHis)&Y9q(
zfu1K=P6$v>fsWeQvccp#t3xXuR(e9yWkkj?|Fx~c6^9JAJVh|ipj_vIyqNQq3}N>7
z*vIjziTa!8lb+CdIO>$n3+9eqNRIQ(5;U1~o);ostyifZ!bhT~CL;|NUjY$M2ZI+v
zOpf|v;g_hpvN`G`I@$7<WKFL=l)fDZUsjLB$KhDaY#5UPc;vtIIPfqN)VtgoyB>(2
zKeLx)m!yPK{oK9z$WuL5Wj~n|P1Kj!3xY27rZg9D9)t6ymWd6`0WNIFx}c0exbx=X
zSfwL;x^iRP(pAlgvay;1znFKMF^w#H0eMu_9+%j=;GA;*%tlNY^)i%Tff)}C<3b;n
z971!S#^~YflSst3MR8EG=E0cX@yzW1QLz-6hBSk4IzGj;n50Yp731y@dLt=ma|KmR
zVQ#!B>0z+DhPNN=NJL7(j!w6MnRzwr|2HU(SGR5Wa@9lm^Qku5f39)%<}+H^uT^1^
zfb{Zku`R}1)DdnBNi^M#n>7No4AWUwmIA1n^Y>^Em92o7F9-wXA}S$Z?JtJaRk_LC
z3o9S?3|mY8+Arv%=pZ{Sb*i=J5gGbTWLr)LR?Q>xA>fy$%<W&gE}BYYZ5?+qupwpU
zvYB~~Mb8It3N0*^S!O0M8>0jO)F>d_k*aBG`ARGkpxJY_WpB;Q^^uv2lVx_$uyhxc
zfZRi;F+`k*F9S~@2e6iK5$Ke<^1j~UZyHNkN5~J^iOoAge-@|HdUv^MwG`wCL|>rU
zkHd?)A)SLa)x55yl_viE7hT=Zo6L&gSJD$b!8gL|%OwL2uS2w+Gr#Bk*SUy$lm3ec
zZ$nR|<Osg65MifZ!F%4x(9;ykdU5!xlU+*39hdv%O6H|{2(rcJNyuqOJBWYS9-NCd
z9h$#BuYG25U?Ry=Wez!>ai<%VmU1!0-Eu$%sIO*YixxjX271wQ$+K)4c<y}PxFpHF
z4tS3j1z%O?Y3vNP5Hp5flI5@mw?ctzG(Bb-Epd3J0R^`O(dTgcT9LI|eD-9n{=q7!
z+{;(Xy8lcf*Vf;U8ZHcBZ)Dtc43{8iRf{BuF)P#mWA<i;yKfcKO}vpyaTog#75I<g
z#<8;&Uj2=kyV&`phl0PBO~U444Cee4Sua|s=qPvu-r$2NgQp*IpK`YRd4R2X{s8y?
z>g8B~qPni2LF?0?#h9qfz>TR{m~?r+{g+(?R*1$G0wgj)jnCb;@ML%2y6<gRKv4W)
z1JR&hKr|l}W}ILWl1AHV{KPn^W1@{on;O$Zn~t@KsgA}%ikhDLmSuNYP3?@6H?uSE
zo_o%@=bqoY@9uqP;rh3~`_+UUSLe4sQ2zX(quOQO(JAZg$@|CbAMdzS-UhOb`1ZF`
zx3S+7AMD=SwtMHMv9Cga64K$5<LmbQo1da;PAdJ!mpOqeYI*eK>DM-Az9Ofcy^;4p
zO5Ehuv={HKTxn05e`M3vPp?ffWd7^HcTMxkncAEs$$Nf1Yggjv124UX8YVJ-Ju%QY
zvFT9yg_g$?mUmih+1JK?bE4<r+2i=Pu4ZlK6WWi?m~dhG_U&2UKUH*gX7#a)4=k@3
z^ZDw<3&r#MRMySX4~Z=eCaY8M_1P+p9{cEvf+q8sKd(D}-)|1KwKRCzFTeH>eCqgh
z%j&NSt51EGnUdPkcEB)g%IQ)!alG_u>#0Q@34ggiy`uK|$upZ9wygbR#~)V|7bMNT
zX!QN9cl&3_tE7i-8s>j$z0zFK?f-J+zOOFLIIRD0+p!B?$5!UuEAJ#d@y*Tj{I#zq
z7JJTa*?Z)THLD8tS1mE+s?(kSeB<MVAFX)W-GAlKjX!P9uBg1cd+)f+jbC(*-EA2A
za_{x6?;Yr^>p1`Z@m_Crn)IIp^XUE0oMYb^(>1d2{O)#h+_w!qC)R4$99&cu*M9l;
z2Szl$e<R_mOQW)yPESl~Yrk*yu9OeYHD15*AWJrrZFRq!bY#X4sk0xSe}BwQv$BI6
zJW;F}+G&nBP+U^&<;g;>oF{F(L*R1604l@#&^nqydLy%dAd5s9YF!`-uzb8nMl9Zv
z1~4y)exIF}phQNYPqY{Fav2FlG!R+B2V|g|8Ibdf6;fK+#U{u+5y*irriZE-WG=LU
zqlA>x%+U6U-bev5C@ew-wE$y>4nyPN@qA#|pG0<jaJoU+4Y9H-r?WvHcO<;=rxl(F
z>N==+CTO@Q#Vda~+@bJc#e<2#YmnkL5+WZH91<!cuu~NgbZ`_J&$NhGfWXLp>@<-k
zj8+1ma5Co-%R>x<9KauC&H+7$37R161GpXO0z;lgkU2JTuIO`fE`ls5v>}=xOCCeA
z&kt2vLJowTage%5Pbj>@tQGGJ^%@Ap-ei%HP^J@s79qkdm|(IPCh&hM9V{Xf%TF;>
zh$2QP#d4wE+Y1#jY7Qsy*kj2O!OctRBGJuxg5iRp5St#TTqAhO5fl87pxD1y#)$yi
zl@3o+=^Y$c3APX&X%(DK9?}8Ce;L6V$)$c#<|W|h;unPJmH7_R4-+XzbU7j=x{U-8
z0W-uPJHKR(?Wsp>#U&*yZPz(Dic&n>%1d^i;FU!mqHzi<isYXs_#`>Ef`dMC4mWtq
zkn;qGTp^Vq9YrAx1(_y7H9=$DMldGyrA8<Z4XFmpIn<aZc(Of`Fw~CH8%^d@_{T)5
zEaFc<MdjFF;h8BDoy)m-@^)ItfeZ>6TutkYNUPN#jYhu!mn$llkcJ?$B|FaH0ECRi
zc^~D4@`}MG9t8JcN`jmPAt~6iu|W|<ki|0Zei9j2paLC2u1^cep00=lb&+@$F-i^y
z+kbivUoLn;PYM%q0v1Zc4+%UgOoPMZX-1PyD5Qg~0v%9fDYC{A2oUL^xuK#=EK6A|
zL)Dk!v*HikjE{rwx8vjE?~U{i44Be1VD3NAU!2f1Ze-KAd$#nwm-NZcPmVu6A#Ox`
z{5_+=6kv(CIA{TVWBj_fk@4{(cb#iW?7!ImabMgdOW~7zS+ak{*4JNX?%2?ox}kI9
z&bC+U0+XxUwf^O`^~;vk)z;T6uW6`R{j=58wd-n=7l~bm>rx8`)+TINv+}uy<mIDQ
zuX(nyF|}`I|D}XIqbvhE6B?I4TVFqQY0EP&)TY$5cdmLd`R#*mo;jAfZF}d=j;@Zb
zwjC|6yxBK-@}B0jfxkD)2~z8dms(q&YiUi{^nB~a*49m}9b2}&ys>R^V*fAtPWSy`
zlA~_PQg4drt*qyh`6cb$-c)aQea~A{d)s@uyHmQmdpdfPdwc4<U8!B(jwSrm#DVpF
z>*1())2I|8u3+4lQ=hN>3_ok5KTA?laAYC~CFihVN^NsOR-svqX2>j=SphF+ujFO4
z7(0Vmb!p#06%yd=)I6<?vUzj)3gOWjA75NEx5QpkX*W7lSr#HQi-Yf>cy)mDs=;f(
z9V7()X`Yr_G$(HwMhKV!Zm%1j5h&nxc_dT7tWro!aF4;H3MnXZrCC*KD@3v=x+(=3
zF&V}TT1~URL{1;XQI+VcM0AEu1uT6Ir>O{>GsqBHW>tkOdrc%+RaKQy#b$`Ua*{S0
zjU>g845J1NwN&kqxq#XuJp|(^f(WHUWF9F)ktxG2x=Epwq%$ZoG*Bp}1<`}>z}#Zd
zFPl|<zu+)ww47GM^0eBaV|X=9^A0rym)gP6i?y_dWep4y8qOObX4H7l0Ryt22e>oA
z63yYa^FFgGzi<x9uMj0Um@SbpgVL$U!Rg;EslYb3)&dxGPz{-YW3s_x$XRWL1*V0e
zXjV;W)ReY_)|<3C6U{zC(I$$@B!^*w@qsiKYOX;IwmTq=z>FXjeI?)$mM1)w9<j=k
z?e#*w<76;La6E-*5GRww7K+f#-PRW8wb_1LUv4*cXpCpFigv#nGW9I$|Kl!q+rkd}
zkicHQ&!xnM!%p%p9?K?yk!g_FVK+JPdJH_93u~AJk5pMQp;H!Q7jID_FWV&tZ(IV7
zB$JEtl$%unwS#wZewVBQODWinpfy~AC3vIIkzro9u$2OW$Of~KLwUnOpu2S4Jx1YV
z2`SjDs=}!-HW`Okm!YUmyH!x9<ChYM5pZc7C23X@4lznYX=%Myr$m>EqEvteQTU@6
zLyPBtk9QIjVhjY%N5Ko}v|3h+oG1vR^?E%lvGIjGgD{5DX@|pTz0L?L)+jt$PqVQ4
zkAgu1pO%V-Y4ti-fk(k;y@7=_Sv1T*$I#LS7C+5~;lcN|!(n=ZF$ND_M`K|uev69Y
zM``tj7(ANQ!}2H!k2Wy6SiKl^G4s$Hjj=E-1*_v|el%+wt}D<feyNGZGf<iseg;Y(
z3p3y){4iQNRxbvPVYm)xBg00(WFH61Js-TbBeGbi;lYOxY%PeeA%K_ah@9ndifHhC
zb(R&CWzJ-CnY_F_EvwV!XqX%WW!1A9)=1~&(ySpzqqF>P3}xd$k~yEOI4(o!^-$n*
J`pkkn;=h9!(vAQC

literal 0
HcmV?d00001


From 38456e99e1fba554d3fcc33d61ea90a9b8a027ee Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 14 Dec 2015 16:41:51 -0500
Subject: [PATCH 009/364] Create a test that reads in the icdar xml data

---
 .../technology/tabula/TestTableDetection.java | 64 +++++++++++++++++++
 1 file changed, 64 insertions(+)
 create mode 100644 src/test/java/technology/tabula/TestTableDetection.java

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
new file mode 100644
index 00000000..1d186531
--- /dev/null
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -0,0 +1,64 @@
+package technology.tabula;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.nio.file.Files;
+
+import org.junit.Test;
+import org.w3c.dom.*;
+
+import javax.xml.parsers.DocumentBuilder;
+import javax.xml.parsers.DocumentBuilderFactory;
+
+/**
+ * Created by matt on 2015-12-14.
+ */
+public class TestTableDetection {
+
+    @Test
+    public void testDetectionOfTables() throws Exception {
+        String[] regionCodes = {"eu", "us"};
+
+        DocumentBuilderFactory factory = DocumentBuilderFactory.newInstance();
+        DocumentBuilder builder = factory.newDocumentBuilder();
+
+        for (String regionCode : regionCodes) {
+            String directoryName = "src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-" + regionCode + "/";
+            File dir = new File(directoryName);
+
+            File[] pdfs = dir.listFiles(new FilenameFilter() {
+                @Override
+                public boolean accept(File dir, String name) {
+                    return name.toLowerCase().endsWith(".pdf");
+                }
+            });
+
+            for (File pdf : pdfs) {
+
+                System.out.println("Testing " + pdf.getName());
+
+                Document regionDocument = builder.parse(pdf.getAbsolutePath().replace(".pdf", "-reg.xml"));
+
+                NodeList tables = regionDocument.getElementsByTagName("table");
+
+                for (int i=0; i<tables.getLength(); i++) {
+
+                    Element table = (Element) tables.item(i);
+                    int tableId = Integer.parseInt(table.getAttribute("id"));
+
+                    Element region = (Element) table.getElementsByTagName("region").item(0);
+                    int regionId = Integer.parseInt(region.getAttribute("id"));
+                    int page = Integer.parseInt(region.getAttribute("page"));
+
+                    Element boundingBox = (Element) region.getElementsByTagName("bounding-box").item(0);
+                    int x1 = Integer.parseInt(boundingBox.getAttribute("x1"));
+                    int y1 = Integer.parseInt(boundingBox.getAttribute("y1"));
+                    int x2 = Integer.parseInt(boundingBox.getAttribute("x2"));
+                    int y2 = Integer.parseInt(boundingBox.getAttribute("y2"));
+
+                    System.out.println("Table " + tableId + " is region " + regionId + " on page " + page + " with coords " + x1 + ", " + y1 + ", " + x2 + ", " + y2);
+                }
+            }
+        }
+    }
+}

From 0728d9cbdcb0d0d9129c58c21cc18f821740542c Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 14 Dec 2015 17:18:58 -0500
Subject: [PATCH 010/364] Create a new package for table detection

---
 .../tabula/detectors/DetectionAlgorithm.java  | 13 +++++++++++
 .../SpreadsheetDetectionAlgorithm.java        | 22 +++++++++++++++++++
 2 files changed, 35 insertions(+)
 create mode 100644 src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
 create mode 100644 src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java

diff --git a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
new file mode 100644
index 00000000..c292c282
--- /dev/null
+++ b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
@@ -0,0 +1,13 @@
+package technology.tabula.detectors;
+
+import technology.tabula.Page;
+import technology.tabula.Rectangle;
+
+import java.util.List;
+
+/**
+ * Created by matt on 2015-12-14.
+ */
+public interface DetectionAlgorithm {
+    List<Rectangle> detect(Page page);
+}
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
new file mode 100644
index 00000000..dd21bd24
--- /dev/null
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -0,0 +1,22 @@
+package technology.tabula.detectors;
+
+import technology.tabula.Cell;
+import technology.tabula.Page;
+import technology.tabula.Rectangle;
+import technology.tabula.Ruling;
+import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
+
+import java.util.List;
+
+/**
+ * Created by matt on 2015-12-14.
+ */
+public class SpreadsheetDetectionAlgorithm implements DetectionAlgorithm {
+    @Override
+    public List<Rectangle> detect(Page page) {
+        List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
+
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        return sea.findSpreadsheetsFromCells(cells);
+    }
+}

From f95d6cba22f663a751ffce0928b033daa7b00835 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 14 Dec 2015 17:22:57 -0500
Subject: [PATCH 011/364] Comments

---
 .../tabula/detectors/SpreadsheetDetectionAlgorithm.java       | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index dd21bd24..1e07d10b 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -10,6 +10,10 @@
 
 /**
  * Created by matt on 2015-12-14.
+ *
+ * This is the basic spreadsheet table detection algorithm currently implemented in tabula (web).
+ *
+ * It uses intersecting ruling lines to find tables.
  */
 public class SpreadsheetDetectionAlgorithm implements DetectionAlgorithm {
     @Override

From 1ca54ef4e77a042dd8a5b0a24b2feaa023f68927 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 15 Dec 2015 15:17:00 -0500
Subject: [PATCH 012/364] Add a test to compare ground truth regions to regions
 detected by the simple spreadsheet algorithm

---
 .../SpreadsheetDetectionAlgorithm.java        |   9 +-
 .../technology/tabula/TestTableDetection.java | 153 +++++++++++++++---
 2 files changed, 141 insertions(+), 21 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 1e07d10b..fa012b41 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -6,6 +6,7 @@
 import technology.tabula.Ruling;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
+import java.util.Collections;
 import java.util.List;
 
 /**
@@ -21,6 +22,12 @@ public List<Rectangle> detect(Page page) {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        return sea.findSpreadsheetsFromCells(cells);
+
+        List<Rectangle> tables = sea.findSpreadsheetsFromCells(cells);
+
+        // we want tables to be returned from top to bottom on the page
+        Collections.sort(tables);
+
+        return tables;
     }
 }
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 1d186531..2a843bca 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -2,25 +2,34 @@
 
 import java.io.File;
 import java.io.FilenameFilter;
-import java.nio.file.Files;
+import java.util.*;
 
+import static org.junit.Assert.*;
+
+import org.junit.Ignore;
 import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
 import org.w3c.dom.*;
 
 import javax.xml.parsers.DocumentBuilder;
 import javax.xml.parsers.DocumentBuilderFactory;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
+import technology.tabula.detectors.DetectionAlgorithm;
+import technology.tabula.detectors.SpreadsheetDetectionAlgorithm;
+
 /**
  * Created by matt on 2015-12-14.
  */
+@RunWith(Parameterized.class)
 public class TestTableDetection {
 
-    @Test
-    public void testDetectionOfTables() throws Exception {
+    @Parameterized.Parameters
+    public static Collection<Object[]> data() {
         String[] regionCodes = {"eu", "us"};
 
-        DocumentBuilderFactory factory = DocumentBuilderFactory.newInstance();
-        DocumentBuilder builder = factory.newDocumentBuilder();
+        ArrayList<Object[]> data = new ArrayList<Object[]>();
 
         for (String regionCode : regionCodes) {
             String directoryName = "src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-" + regionCode + "/";
@@ -34,30 +43,134 @@ public boolean accept(File dir, String name) {
             });
 
             for (File pdf : pdfs) {
+                data.add(new Object[] {pdf});
+            }
+        }
+
+        return data;
+    }
+
+    private File pdf;
+    private DocumentBuilder builder;
+
+    public TestTableDetection(File pdf) {
+        this.pdf = pdf;
 
-                System.out.println("Testing " + pdf.getName());
+        DocumentBuilderFactory factory = DocumentBuilderFactory.newInstance();
+        try {
+            this.builder = factory.newDocumentBuilder();
+        } catch (Exception e) {
+        }
+    }
+
+    private void printTables(Map<Integer, List<Rectangle>> tables) {
+        for (Integer page : tables.keySet()) {
+            System.out.println("Page " + page.toString());
+            for (Rectangle table : tables.get(page)) {
+                System.out.println(table);
+            }
+        }
+    }
+
+    //@Ignore("Test is ignored until better table detection algorithms are implemented")
+    @Test
+    public void testDetectionOfTables() throws Exception {
 
-                Document regionDocument = builder.parse(pdf.getAbsolutePath().replace(".pdf", "-reg.xml"));
+        // xml parsing stuff for ground truth
+        Document regionDocument = this.builder.parse(this.pdf.getAbsolutePath().replace(".pdf", "-reg.xml"));
+        NodeList tables = regionDocument.getElementsByTagName("table");
 
-                NodeList tables = regionDocument.getElementsByTagName("table");
+        // tabula extractors
+        PDDocument pdfDocument = PDDocument.load(this.pdf);
+        ObjectExtractor extractor = new ObjectExtractor(pdfDocument);
 
-                for (int i=0; i<tables.getLength(); i++) {
+        // parse expected tables from the ground truth dataset
+        Map<Integer, List<Rectangle>> expectedTables = new HashMap<Integer, List<Rectangle>>();
 
-                    Element table = (Element) tables.item(i);
-                    int tableId = Integer.parseInt(table.getAttribute("id"));
+        for (int i=0; i<tables.getLength(); i++) {
 
-                    Element region = (Element) table.getElementsByTagName("region").item(0);
-                    int regionId = Integer.parseInt(region.getAttribute("id"));
-                    int page = Integer.parseInt(region.getAttribute("page"));
+            Element table = (Element) tables.item(i);
+            Element region = (Element) table.getElementsByTagName("region").item(0);
+            Element boundingBox = (Element) region.getElementsByTagName("bounding-box").item(0);
 
-                    Element boundingBox = (Element) region.getElementsByTagName("bounding-box").item(0);
-                    int x1 = Integer.parseInt(boundingBox.getAttribute("x1"));
-                    int y1 = Integer.parseInt(boundingBox.getAttribute("y1"));
-                    int x2 = Integer.parseInt(boundingBox.getAttribute("x2"));
-                    int y2 = Integer.parseInt(boundingBox.getAttribute("y2"));
+            // we want to know where tables appear in the document - save the page and areas where tables appear
+            Integer page = Integer.decode(region.getAttribute("page"));
+            float x1 = Float.parseFloat(boundingBox.getAttribute("x1"));
+            float y1 = Float.parseFloat(boundingBox.getAttribute("y1"));
+            float x2 = Float.parseFloat(boundingBox.getAttribute("x2"));
+            float y2 = Float.parseFloat(boundingBox.getAttribute("y2"));
 
-                    System.out.println("Table " + tableId + " is region " + regionId + " on page " + page + " with coords " + x1 + ", " + y1 + ", " + x2 + ", " + y2);
+            List<Rectangle> pageTables = expectedTables.get(page);
+            if (pageTables == null) {
+                pageTables = new ArrayList<Rectangle>();
+                expectedTables.put(page, pageTables);
+            }
+
+            // have to invert y co-ordinates
+            // unfortunately the ground truth doesn't contain page dimensions
+            // do some extra work to extract the page with tabula and get the dimensions from there
+            Page extractedPage = extractor.extractPage(page);
+
+            float top = (float)extractedPage.getHeight() - y2;
+            float left = x1;
+            float width = x2 - x1;
+            float height = y2 - y1;
+
+            pageTables.add(new Rectangle(top, left, width, height));
+        }
+
+        // now find tables detected by tabula-java
+        Map<Integer, List<Rectangle>> detectedTables = new HashMap<Integer, List<Rectangle>>();
+
+        // the algorithm we're going to be testing
+        DetectionAlgorithm detectionAlgorithm = new SpreadsheetDetectionAlgorithm();
+
+        PageIterator pages = extractor.extract();
+        while (pages.hasNext()) {
+            Page page = pages.next();
+            detectedTables.put(new Integer(page.getPageNumber()), detectionAlgorithm.detect(page));
+        }
+
+        // now compare
+        System.out.println("Testing " + this.pdf.getName());
+
+        // for now for easier debugging spit out all expected/detected tables
+        System.out.println("Expected Tables:");
+        this.printTables(expectedTables);
+
+        System.out.println("Detected Tables:");
+        this.printTables(detectedTables);
+
+        assertEquals("Did not detect tables on the same number of pages", expectedTables.size(), detectedTables.size());
+
+        for (Integer page : expectedTables.keySet()) {
+            List<Rectangle> expectedPageTables = expectedTables.get(page);
+            List<Rectangle> detectedPageTables = detectedTables.get(page);
+
+            assertNotNull("Expected tables not found on page " + page.toString(), detectedPageTables);
+
+            assertEquals("Did not find the same number of tables on page " + page.toString(), expectedPageTables.size(), detectedPageTables.size());
+
+            // from http://www.orsigiorgio.net/wp-content/papercite-data/pdf/gho*12.pdf (comparing regions):
+            // for other (e.g.“black-box”) algorithms, bounding boxes and content are used. A region is correct if it
+            // contains the minimal bounding box of the ground truth without intersecting additional content.
+            for (int i=0; i<detectedPageTables.size(); i++) {
+                Rectangle detectedTable = detectedPageTables.get(i);
+                Rectangle expectedTable = expectedPageTables.get(i);
+
+                // make sure the detected table contains the expected table
+                assertTrue(detectedTable.toString() + "\ndoes not contain " + expectedTable.toString(), detectedTable.contains(expectedTable));
+
+                // now make sure it doesn't intersect any other tables on the page
+                for (int j=0; j<expectedPageTables.size(); j++) {
+                    if (j != i) {
+                        Rectangle otherTable = expectedPageTables.get(j);
+                        assertFalse(detectedTable.toString() + "\nintersects " + otherTable.toString(), detectedTable.intersects(otherTable));
+                    }
                 }
+
+                // made it, this table checks out
+                System.out.println("Table " + i + " on page " + page.toString() + " OK");
             }
         }
     }

From af9508a41a65493fb4668806d66735f535fd23b8 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 15 Dec 2015 15:17:48 -0500
Subject: [PATCH 013/364] Ignore table detection tests until better algorithms
 are created

---
 src/test/java/technology/tabula/TestTableDetection.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 2a843bca..1eff03c4 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -72,7 +72,7 @@ private void printTables(Map<Integer, List<Rectangle>> tables) {
         }
     }
 
-    //@Ignore("Test is ignored until better table detection algorithms are implemented")
+    @Ignore("Test is ignored until better table detection algorithms are implemented")
     @Test
     public void testDetectionOfTables() throws Exception {
 

From e3804e8db29b2e960d3327c73b85f299bebc29d0 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 15 Dec 2015 15:22:21 -0500
Subject: [PATCH 014/364] Ignore IntelliJ project files

---
 .gitignore | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitignore b/.gitignore
index 712da218..ae70ab5f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,7 @@
 .settings/
+.idea/
 .project
 .classpath
 /bin/
 /target/
+*.iml

From 03b83cbd8f409bdf226ff2c59a6b18e1c363d2ea Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 15 Dec 2015 15:48:19 -0500
Subject: [PATCH 015/364] Use the new spreadsheet table detector for the -g
 command line option

---
 .../java/technology/tabula/CommandLineApp.java    | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 2b805817..5c7cf3f5 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -18,6 +18,8 @@
 import org.apache.commons.cli.GnuParser;
 import org.apache.pdfbox.pdmodel.PDDocument;
 
+import technology.tabula.detectors.DetectionAlgorithm;
+import technology.tabula.detectors.SpreadsheetDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 import technology.tabula.writers.CSVWriter;
@@ -148,9 +150,18 @@ public void extractTables(CommandLine line) throws ParseException {
                 switch(method) {
                 case BASIC:
                     if (line.hasOption('g')) {
-                        
+                        // guess the page areas to extract using a detection algorithm
+                        // currently we only have a detector that uses spreadsheets to find table areas
+                        DetectionAlgorithm detector = new SpreadsheetDetectionAlgorithm();
+                        List<Rectangle> guesses = detector.detect(page);
+
+                        for (Rectangle guessRect : guesses) {
+                            Page guess = page.getArea(guessRect);
+                            tables.addAll(basicExtractor.extract(guess));
+                        }
+                    } else {
+                        tables.addAll(verticalRulingPositions == null ? basicExtractor.extract(page) : basicExtractor.extract(page, verticalRulingPositions));
                     }
-                    tables.addAll(verticalRulingPositions == null ? basicExtractor.extract(page) : basicExtractor.extract(page, verticalRulingPositions));
                     
                     break;
                 case SPREADSHEET:

From 729acd34c2ee8ef733938b20d96c48d253555358 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 15 Dec 2015 16:41:32 -0500
Subject: [PATCH 016/364] Add a test for the -g command line option

---
 .../technology/tabula/TestCommandLineApp.java | 49 +++++++++-----
 ...andLineApp_testGuessOption_no_guessing.csv | 65 +++++++++++++++++++
 ...dLineApp_testGuessOption_with_guessing.csv | 40 ++++++++++++
 3 files changed, 138 insertions(+), 16 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
 create mode 100644 src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv

diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index c86d6266..c385c4af 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -4,8 +4,6 @@
 
 import java.io.IOException;
 
-import junit.framework.Assert;
-
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
 import org.apache.commons.cli.GnuParser;
@@ -14,26 +12,45 @@
 
 public class TestCommandLineApp {
 
+	private String csvFromCommandLineArgs(String[] args) throws ParseException {
+		CommandLineParser parser = new GnuParser();
+		CommandLine cmd = parser.parse(CommandLineApp.buildOptions(), args);
+
+		StringBuilder stringBuilder = new StringBuilder();
+		new CommandLineApp(stringBuilder).extractTables(cmd);
+
+		return stringBuilder.toString();
+	}
+
 	@Test
 	public void testExtractSpreadsheetWithArea() throws ParseException, IOException {
 
 		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
-
-		CommandLineParser parser = new GnuParser();
-		CommandLine cmd = parser
-				.parse(CommandLineApp.buildOptions(),
-						new String[] {
-								"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
-								"-p", "1", "-a",
-								"150.56,58.9,654.7,536.12", "-f",
-								"CSV" });
 		
-		StringBuilder stringBuilder = new StringBuilder();
-		new CommandLineApp(stringBuilder).extractTables(cmd);
-		
-		assertEquals(expectedCsv, stringBuilder.toString());
+		assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[] {
+				"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
+				"-p", "1", "-a",
+				"150.56,58.9,654.7,536.12", "-f",
+				"CSV"
+		}));
+	}
 
+	@Test
+	public void testGuessOption() throws ParseException, IOException {
+		String expectedCsvNoGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv");
+		assertEquals(expectedCsvNoGuessing, this.csvFromCommandLineArgs(new String[] {
+				"src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf",
+				"-p", "1",
+				"-f", "CSV"
+		}));
+
+		String expectedCsvWithGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv");
+		assertEquals(expectedCsvWithGuessing, this.csvFromCommandLineArgs(new String[] {
+				"src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf",
+				"-p", "1",
+				"-f", "CSV",
+				"-g"
+		}));
 	}
-	
 
 }
diff --git a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
new file mode 100644
index 00000000..6a4de7e6
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
@@ -0,0 +1,65 @@
+"E-PRTR pollutants and their thresholds "
+""
+"A facility has to report data under E-PRTR if it fulfils the following criteria:  "
+"• the facility falls under at least one of the 65 E-PRTR economic activities. The "
+"activities are also reported using a statistical classification of economic activities "
+"(NACE rev 2)  "
+"• the facility has a capacity exceeding at least one of the E-PRTR capacity "
+"thresholds  "
+"• the facility releases pollutants or transfers waste off-site which exceed specific "
+"thresholds set out in Article 5 of the E-PRTR Regulation. These thresholds for "
+"releases of pollutants are specified for each media - air, water and land - in Annex "
+"II of the E-PRTR Regulation. "
+""
+"In the following tables you will find the 91 E-PRTR pollutants and their thresholds broken "
+"down by the 7 groups used in all the searches of the E-PRTR website. "
+""
+""
+"Greenhouse gases "
+""
+"THRESHOLD FOR RELEASES "
+"to air to water to land "
+"kg/year kg/year kg/year "
+"Carbon dioxide (CO2) 100 million - - "
+"Hydro-fluorocarbons (HFCs) 100 - - "
+"Methane (CH4) 100 000 - - "
+"Nitrous oxide (N2O) 10 000 - - "
+"Perfluorocarbons (PFCs) 100 - - "
+"Sulphur hexafluoride (SF6) 50 - - "
+""
+"Other gases "
+""
+"THRESHOLD FOR RELEASES "
+"to air to water to land "
+"kg/year kg/year kg/year "
+"Ammonia (NH3) 10 000 - - "
+"Carbon monoxide (CO) 500 000 - - "
+"Chlorine and inorganic compounds "
+"(as HCl) "
+"10 000 - - "
+"Chlorofluorocarbons (CFCs) 1 - - "
+"Flourine and inorganic compounds "
+"(as HF) "
+"5 000 - - "
+"Halons 1 - - "
+"Hydrochlorofluorocarbons (HCFCs) 1 - - "
+"Hydrogen Cyanide (HCN) 200 - - "
+"Nitrogen oxides (NOx/NO2) 100 000 - - "
+"Non-methane volatile organic "
+"compounds (NMVOC) "
+"100 000 - - "
+"Sulphur oxides (SOx/SO2) 150 000 - - "
+""
+"Heavy metals "
+""
+"THRESHOLD FOR RELEASES "
+"to air to water to land "
+"kg/year kg/year kg/year "
+"Arsenic and compounds (as As) 20 5 5 "
+"Cadmium and compounds (as Cd) 10 5 5 "
+"Chromium and compounds (as Cr) 100 50 50 "
+"Copper and compounds (as Cu) 100 50 50 "
+"Lead and compounds (as Pb) 200 20 20 "
+"Mercury and compounds (as Hg) 10 1 1 "
+"Nickel and compounds (as Ni) 50 20 20 "
+"Zinc and compounds (as Zn) 200 100 100 "
diff --git a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
new file mode 100644
index 00000000..91365b03
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
@@ -0,0 +1,40 @@
+"",,"THRESHOLD FOR RELEASES ",
+"","to air ","to water ","to land "
+"","kg/year ","kg/year ","kg/year "
+"Carbon dioxide (CO2) ","100 million ","- ","- "
+"Hydro-fluorocarbons (HFCs) ","100 ","- ","- "
+"Methane (CH4) ","100 000 ","- ","- "
+"Nitrous oxide (N2O) ","10 000 ","- ","- "
+"Perfluorocarbons (PFCs) ","100 ","- ","- "
+"Sulphur hexafluoride (SF6) ","50 ","- ","- "
+"","THRESHOLD FOR RELEASES "
+"","to air to water to land "
+"","kg/year kg/year kg/year "
+"Ammonia (NH3) ","10 000 - - "
+"Carbon monoxide (CO) ","500 000 - - "
+"Chlorine and inorganic compounds ",
+"(as HCl) ",
+"","10 000 - - "
+"Chlorofluorocarbons (CFCs) ","1 - - "
+"Flourine and inorganic compounds ",
+"(as HF) ",
+"","5 000 - - "
+"Halons ","1 - - "
+"Hydrochlorofluorocarbons (HCFCs) ","1 - - "
+"Hydrogen Cyanide (HCN) ","200 - - "
+"Nitrogen oxides (NOx/NO2) ","100 000 - - "
+"Non-methane volatile organic ",
+"compounds (NMVOC) ",
+"","100 000 - - "
+"Sulphur oxides (SOx/SO2) ","150 000 - - "
+"","THRESHOLD FOR RELEASES "
+"","to air to water to land "
+"","kg/year kg/year kg/year "
+"Arsenic and compounds (as As) ","20 5 5 "
+"Cadmium and compounds (as Cd) ","10 5 5 "
+"Chromium and compounds (as Cr) ","100 50 50 "
+"Copper and compounds (as Cu) ","100 50 50 "
+"Lead and compounds (as Pb) ","200 20 20 "
+"Mercury and compounds (as Hg) ","10 1 1 "
+"Nickel and compounds (as Ni) ","50 20 20 "
+"Zinc and compounds (as Zn) ","200 100 100 "

From 9123689dc699e7540ca18298b6c005bee1467531 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 17 Dec 2015 12:32:43 -0500
Subject: [PATCH 017/364] Test case bug: only keep track of pages that actually
 contain detected tables - this results in a few more tests passing

---
 src/test/java/technology/tabula/TestTableDetection.java | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 1eff03c4..09e00c8c 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -128,7 +128,10 @@ public void testDetectionOfTables() throws Exception {
         PageIterator pages = extractor.extract();
         while (pages.hasNext()) {
             Page page = pages.next();
-            detectedTables.put(new Integer(page.getPageNumber()), detectionAlgorithm.detect(page));
+            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page);
+            if (tablesOnPage.size() > 0) {
+                detectedTables.put(new Integer(page.getPageNumber()), detectionAlgorithm.detect(page));
+            }
         }
 
         // now compare

From 282404d03a013847c466f942c10afcbde32346ef Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 17 Dec 2015 12:38:20 -0500
Subject: [PATCH 018/364] Reuse variable

---
 src/test/java/technology/tabula/TestTableDetection.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 09e00c8c..c2c4392d 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -130,7 +130,7 @@ public void testDetectionOfTables() throws Exception {
             Page page = pages.next();
             List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page);
             if (tablesOnPage.size() > 0) {
-                detectedTables.put(new Integer(page.getPageNumber()), detectionAlgorithm.detect(page));
+                detectedTables.put(new Integer(page.getPageNumber()), tablesOnPage);
             }
         }
 

From e8041a5c33abdcbe33f8b258b936e6e9901690df Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 17 Dec 2015 17:17:29 -0500
Subject: [PATCH 019/364] First attempt at finding horizontal lines. Needs a
 little work.

---
 .../technology/tabula/CommandLineApp.java     |   8 +-
 .../tabula/detectors/DetectionAlgorithm.java  |   3 +-
 .../detectors/NurminenDetectionAlgorithm.java | 119 ++++++++++++++++++
 .../SpreadsheetDetectionAlgorithm.java        |   3 +-
 .../technology/tabula/TestTableDetection.java |  10 +-
 5 files changed, 135 insertions(+), 8 deletions(-)
 create mode 100644 src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 5c7cf3f5..7dcad9a1 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -124,10 +124,12 @@ public void extractTables(CommandLine line) throws ParseException {
         boolean useLineReturns = line.hasOption('u');
         
         try {
+
+            PDDocument pdfDocument = PDDocument.load(pdfFile);
      
             ObjectExtractor oe = line.hasOption('s') ? 
-                    new ObjectExtractor(PDDocument.load(pdfFile), line.getOptionValue('s')) : 
-                    new ObjectExtractor(PDDocument.load(pdfFile));
+                    new ObjectExtractor(pdfDocument, line.getOptionValue('s')) :
+                    new ObjectExtractor(pdfDocument);
             BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
             SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
                     
@@ -153,7 +155,7 @@ public void extractTables(CommandLine line) throws ParseException {
                         // guess the page areas to extract using a detection algorithm
                         // currently we only have a detector that uses spreadsheets to find table areas
                         DetectionAlgorithm detector = new SpreadsheetDetectionAlgorithm();
-                        List<Rectangle> guesses = detector.detect(page);
+                        List<Rectangle> guesses = detector.detect(page, pdfDocument);
 
                         for (Rectangle guessRect : guesses) {
                             Page guess = page.getArea(guessRect);
diff --git a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
index c292c282..726e818c 100644
--- a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
@@ -1,5 +1,6 @@
 package technology.tabula.detectors;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
 
@@ -9,5 +10,5 @@
  * Created by matt on 2015-12-14.
  */
 public interface DetectionAlgorithm {
-    List<Rectangle> detect(Page page);
+    List<Rectangle> detect(Page page, PDDocument referenceDocument);
 }
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
new file mode 100644
index 00000000..b96fc028
--- /dev/null
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -0,0 +1,119 @@
+package technology.tabula.detectors;
+
+import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.util.ImageIOUtil;
+import technology.tabula.Page;
+import technology.tabula.Rectangle;
+import technology.tabula.Ruling;
+
+import java.awt.*;
+import java.awt.geom.Line2D;
+import java.awt.image.BufferedImage;
+import java.awt.image.DataBufferByte;
+import java.awt.image.Raster;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * Created by matt on 2015-12-17.
+ */
+public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
+    public String debugFilename;
+
+    @Override
+    public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
+
+        PDPage pdfPage = (PDPage) referenceDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
+
+        BufferedImage image;
+        BufferedImage debugImage;
+        try {
+            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+            debugImage = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 144);
+        } catch (IOException e) {
+            return new ArrayList<Rectangle>();
+        }
+
+        Graphics2D g = (Graphics2D) debugImage.getGraphics();
+
+        Raster r = image.getRaster();
+        int width = r.getWidth();
+        int height = r.getHeight();
+
+        ArrayList<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
+
+        int threshold = 150;
+        int white = 255;
+
+        for (int x=0; x<width; x++) {
+
+            int[] lastPixel = r.getPixel(x, 0, (int[])null);
+
+            for (int y=1; y<height-1; y++) {
+
+                int[] currPixel = r.getPixel(x, y, (int[])null);
+
+                int diff = Math.abs(currPixel[0] - lastPixel[0]);
+                if (diff > threshold) {
+                    // we hit what could be a line
+
+                    if (currPixel[0] >= white) {
+                        // don't check white-ish, it can't be a line
+                        lastPixel = currPixel;
+                        continue;
+                    }
+
+                    // don't bother scanning it if we've hit a pixel in the line before
+                    boolean alreadyChecked = false;
+                    for (Line2D.Float line : horizontalRulings) {
+                        if (y == line.getY1() && x >= line.getX1() && x <= line.getX2()) {
+                            alreadyChecked = true;
+                            break;
+                        }
+                    }
+
+                    if (alreadyChecked) {
+                        lastPixel = currPixel;
+                        continue;
+                    }
+
+                    for (int lineX=x; lineX<width; lineX++) {
+                        int[] linePixel = r.getPixel(lineX, y, (int[])null);
+                        if (linePixel[0] >= white || Math.abs(currPixel[0] - linePixel[0]) > threshold || lineX == width - 1) {
+                            int lineWidth = lineX - x;
+                            if (lineWidth > 100) {
+                                horizontalRulings.add(new Line2D.Float(x, y, lineX, y));
+                            }
+                            break;
+                        }
+                    }
+                }
+
+                lastPixel = currPixel;
+            }
+        }
+
+
+        String debugFileOut = debugFilename.replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+
+        Color[] COLORS = { new Color(27, 158, 119),
+                new Color(217, 95, 2), new Color(117, 112, 179),
+                new Color(231, 41, 138), new Color(102, 166, 30) };
+
+        g.setStroke(new BasicStroke(2f));
+        int i = 0;
+        for (Shape s: horizontalRulings) {
+            g.setColor(COLORS[(i++) % 5]);
+            g.draw(s);
+        }
+
+        try {
+            ImageIOUtil.writeImage(debugImage, debugFileOut, 144);
+        } catch (IOException e) {
+        }
+
+        return new ArrayList<Rectangle>();
+    }
+}
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index fa012b41..6ae40299 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -1,5 +1,6 @@
 package technology.tabula.detectors;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
 import technology.tabula.Cell;
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
@@ -18,7 +19,7 @@
  */
 public class SpreadsheetDetectionAlgorithm implements DetectionAlgorithm {
     @Override
-    public List<Rectangle> detect(Page page) {
+    public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index c2c4392d..8efc7d22 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -17,6 +17,7 @@
 
 import org.apache.pdfbox.pdmodel.PDDocument;
 import technology.tabula.detectors.DetectionAlgorithm;
+import technology.tabula.detectors.NurminenDetectionAlgorithm;
 import technology.tabula.detectors.SpreadsheetDetectionAlgorithm;
 
 /**
@@ -72,7 +73,7 @@ private void printTables(Map<Integer, List<Rectangle>> tables) {
         }
     }
 
-    @Ignore("Test is ignored until better table detection algorithms are implemented")
+    //@Ignore("Test is ignored until better table detection algorithms are implemented")
     @Test
     public void testDetectionOfTables() throws Exception {
 
@@ -123,17 +124,20 @@ public void testDetectionOfTables() throws Exception {
         Map<Integer, List<Rectangle>> detectedTables = new HashMap<Integer, List<Rectangle>>();
 
         // the algorithm we're going to be testing
-        DetectionAlgorithm detectionAlgorithm = new SpreadsheetDetectionAlgorithm();
+        NurminenDetectionAlgorithm detectionAlgorithm = new NurminenDetectionAlgorithm();
+        detectionAlgorithm.debugFilename = this.pdf.getAbsolutePath();
 
         PageIterator pages = extractor.extract();
         while (pages.hasNext()) {
             Page page = pages.next();
-            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page);
+            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page, pdfDocument);
             if (tablesOnPage.size() > 0) {
                 detectedTables.put(new Integer(page.getPageNumber()), tablesOnPage);
             }
         }
 
+        System.exit(0);
+
         // now compare
         System.out.println("Testing " + this.pdf.getName());
 

From 9517e3a75993b5a700db3852e33c700432a3b4b9 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 21 Dec 2015 16:41:56 -0500
Subject: [PATCH 020/364] Better line finding; find vertical lines too

---
 .../technology/tabula/CommandLineApp.java     |   2 +-
 .../tabula/detectors/DetectionAlgorithm.java  |   3 +-
 .../detectors/NurminenDetectionAlgorithm.java | 200 ++++++++++++++----
 .../SpreadsheetDetectionAlgorithm.java        |   3 +-
 .../technology/tabula/TestTableDetection.java |   5 +-
 5 files changed, 169 insertions(+), 44 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 7dcad9a1..a6dcc6c5 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -155,7 +155,7 @@ public void extractTables(CommandLine line) throws ParseException {
                         // guess the page areas to extract using a detection algorithm
                         // currently we only have a detector that uses spreadsheets to find table areas
                         DetectionAlgorithm detector = new SpreadsheetDetectionAlgorithm();
-                        List<Rectangle> guesses = detector.detect(page, pdfDocument);
+                        List<Rectangle> guesses = detector.detect(page, pdfFile);
 
                         for (Rectangle guessRect : guesses) {
                             Page guess = page.getArea(guessRect);
diff --git a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
index 726e818c..5f72b4fb 100644
--- a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
@@ -4,11 +4,12 @@
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
 
+import java.io.File;
 import java.util.List;
 
 /**
  * Created by matt on 2015-12-14.
  */
 public interface DetectionAlgorithm {
-    List<Rectangle> detect(Page page, PDDocument referenceDocument);
+    List<Rectangle> detect(Page page, File referenceDocument);
 }
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index b96fc028..87686aeb 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -1,8 +1,12 @@
 package technology.tabula.detectors;
 
+import org.apache.pdfbox.pdfparser.PDFStreamParser;
+import org.apache.pdfbox.pdfwriter.ContentStreamWriter;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.pdmodel.common.PDStream;
 import org.apache.pdfbox.util.ImageIOUtil;
+import org.apache.pdfbox.util.PDFOperator;
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
 import technology.tabula.Ruling;
@@ -12,6 +16,7 @@
 import java.awt.image.BufferedImage;
 import java.awt.image.DataBufferByte;
 import java.awt.image.Raster;
+import java.io.File;
 import java.io.IOException;
 import java.util.ArrayList;
 import java.util.List;
@@ -20,12 +25,22 @@
  * Created by matt on 2015-12-17.
  */
 public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
-    public String debugFilename;
+
+    private static int GRAYSCALE_INTENSITY_THRESHOLD = 150;
 
     @Override
-    public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
+    public List<Rectangle> detect(Page page, File referenceDocument) {
 
-        PDPage pdfPage = (PDPage) referenceDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
+        // open a PDDocument to read stuff in
+        PDDocument pdfDocument;
+        try {
+            pdfDocument = PDDocument.load(referenceDocument);
+        } catch (Exception e) {
+            return new ArrayList<Rectangle>();
+        }
+
+        // get the page in question
+        PDPage pdfPage = (PDPage) pdfDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
 
         BufferedImage image;
         BufferedImage debugImage;
@@ -36,16 +51,53 @@ public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
             return new ArrayList<Rectangle>();
         }
 
+        List<Line2D.Float> horizontalRulings = this.getHorizontalRulings(image);
+
+        // now check the page for vertical lines, but remove the text first to make things less confusing
+        try {
+            this.removeText(pdfDocument, pdfPage);
+            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+        } catch (Exception e) {
+            return new ArrayList<Rectangle>();
+        }
+
+        List<Line2D.Float> verticalRulings = this.getVerticalRulings(image);
+
+        // debugging stuff - spit out an image with what we want to see
+        String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+
+        Color[] COLORS = { new Color(27, 158, 119),
+                new Color(217, 95, 2), new Color(117, 112, 179),
+                new Color(231, 41, 138), new Color(102, 166, 30) };
+
         Graphics2D g = (Graphics2D) debugImage.getGraphics();
 
-        Raster r = image.getRaster();
-        int width = r.getWidth();
-        int height = r.getHeight();
+        g.setStroke(new BasicStroke(2f));
+        int i = 0;
+        for (Shape s: horizontalRulings) {
+            g.setColor(COLORS[(i++) % 5]);
+            g.draw(s);
+        }
 
+        for (Shape s: verticalRulings) {
+            g.setColor(COLORS[(i++) % 5]);
+            g.draw(s);
+        }
+
+        try {
+            ImageIOUtil.writeImage(debugImage, debugFileOut, 144);
+        } catch (IOException e) {
+        }
+
+        return new ArrayList<Rectangle>();
+    }
+
+    private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
         ArrayList<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
 
-        int threshold = 150;
-        int white = 255;
+        Raster r = image.getRaster();
+        int width = r.getWidth();
+        int height = r.getHeight();
 
         for (int x=0; x<width; x++) {
 
@@ -56,15 +108,8 @@ public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
                 int[] currPixel = r.getPixel(x, y, (int[])null);
 
                 int diff = Math.abs(currPixel[0] - lastPixel[0]);
-                if (diff > threshold) {
+                if (diff > GRAYSCALE_INTENSITY_THRESHOLD) {
                     // we hit what could be a line
-
-                    if (currPixel[0] >= white) {
-                        // don't check white-ish, it can't be a line
-                        lastPixel = currPixel;
-                        continue;
-                    }
-
                     // don't bother scanning it if we've hit a pixel in the line before
                     boolean alreadyChecked = false;
                     for (Line2D.Float line : horizontalRulings) {
@@ -79,41 +124,122 @@ public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
                         continue;
                     }
 
-                    for (int lineX=x; lineX<width; lineX++) {
-                        int[] linePixel = r.getPixel(lineX, y, (int[])null);
-                        if (linePixel[0] >= white || Math.abs(currPixel[0] - linePixel[0]) > threshold || lineX == width - 1) {
-                            int lineWidth = lineX - x;
-                            if (lineWidth > 100) {
-                                horizontalRulings.add(new Line2D.Float(x, y, lineX, y));
-                            }
-                            break;
+                    int lineX = x + 1;
+
+                    if (lineX < width) {
+                        int[] linePixel = r.getPixel(lineX, y, (int[]) null);
+                        int[] abovePixel = r.getPixel(lineX, y - 1, (int[]) null);
+
+                        while (lineX < width
+                                && Math.abs(linePixel[0] - abovePixel[0]) > GRAYSCALE_INTENSITY_THRESHOLD
+                                && Math.abs(currPixel[0] - linePixel[0]) <= GRAYSCALE_INTENSITY_THRESHOLD) {
+
+                            lineX++;
+                            linePixel = r.getPixel(lineX, y, (int[]) null);
+                            abovePixel = r.getPixel(lineX, y - 1, (int[]) null);
                         }
                     }
+
+                    int endX = lineX - 1;
+                    int lineWidth = endX - x;
+                    if (lineWidth > 100) {
+                        horizontalRulings.add(new Line2D.Float(x, y, endX, y));
+                    }
                 }
 
                 lastPixel = currPixel;
             }
         }
 
+        return horizontalRulings;
+    }
 
-        String debugFileOut = debugFilename.replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+    private List<Line2D.Float> getVerticalRulings(BufferedImage image) {
+        ArrayList<Line2D.Float> verticalRulings = new ArrayList<Line2D.Float>();
 
-        Color[] COLORS = { new Color(27, 158, 119),
-                new Color(217, 95, 2), new Color(117, 112, 179),
-                new Color(231, 41, 138), new Color(102, 166, 30) };
+        Raster r = image.getRaster();
+        int width = r.getWidth();
+        int height = r.getHeight();
 
-        g.setStroke(new BasicStroke(2f));
-        int i = 0;
-        for (Shape s: horizontalRulings) {
-            g.setColor(COLORS[(i++) % 5]);
-            g.draw(s);
+        for (int y=0; y<height; y++) {
+
+            int[] lastPixel = r.getPixel(0, y, (int[])null);
+
+            for (int x=1; x<width-1; x++) {
+
+                int[] currPixel = r.getPixel(x, y, (int[])null);
+
+                int diff = Math.abs(currPixel[0] - lastPixel[0]);
+                if (diff > GRAYSCALE_INTENSITY_THRESHOLD) {
+                    // we hit what could be a line
+                    // don't bother scanning it if we've hit a pixel in the line before
+                    boolean alreadyChecked = false;
+                    for (Line2D.Float line : verticalRulings) {
+                        if (x == line.getX1() && y >= line.getY1() && y <= line.getY2()) {
+                            alreadyChecked = true;
+                            break;
+                        }
+                    }
+
+                    if (alreadyChecked) {
+                        lastPixel = currPixel;
+                        continue;
+                    }
+
+                    int lineY = y + 1;
+
+                    if (lineY < height) {
+                        int[] linePixel = r.getPixel(x, lineY, (int[]) null);
+                        int[] leftPixel = r.getPixel(x - 1, lineY, (int[]) null);
+
+                        while (lineY < height
+                                && Math.abs(linePixel[0] - leftPixel[0]) > GRAYSCALE_INTENSITY_THRESHOLD
+                                && Math.abs(currPixel[0] - linePixel[0]) <= GRAYSCALE_INTENSITY_THRESHOLD) {
+
+                            lineY++;
+                            linePixel = r.getPixel(x, lineY, (int[]) null);
+                            leftPixel = r.getPixel(x - 1, lineY, (int[]) null);
+                        }
+                    }
+
+                    int endY = lineY - 1;
+                    int lineLength = endY - y;
+                    if (lineLength > 10) {
+                        verticalRulings.add(new Line2D.Float(x, y, x, endY));
+                    }
+                }
+
+                lastPixel = currPixel;
+            }
         }
 
-        try {
-            ImageIOUtil.writeImage(debugImage, debugFileOut, 144);
-        } catch (IOException e) {
+        return verticalRulings;
+    }
+
+    // taken from http://www.docjar.com/html/api/org/apache/pdfbox/examples/util/RemoveAllText.java.html
+    private void removeText(PDDocument document, PDPage page) throws IOException {
+        PDFStreamParser parser = new PDFStreamParser(page.getContents());
+        parser.parse();
+
+        List tokens = parser.getTokens();
+        List newTokens = new ArrayList();
+
+        for (int i=0; i<tokens.size(); i++) {
+            Object token = tokens.get(i);
+            if (token instanceof PDFOperator) {
+                PDFOperator op = (PDFOperator)token;
+                if (op.getOperation().equals("TJ") || op.getOperation().equals("Tj")) {
+                    newTokens.remove(newTokens.size() - 1);
+                    continue;
+                }
+            }
+            newTokens.add(token);
         }
 
-        return new ArrayList<Rectangle>();
+        PDStream newContents = new PDStream(document);
+        ContentStreamWriter writer = new ContentStreamWriter(newContents.createOutputStream());
+        writer.writeTokens(newTokens);
+        newContents.addCompression();
+        page.setContents(newContents);
     }
 }
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 6ae40299..3746cf07 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -7,6 +7,7 @@
 import technology.tabula.Ruling;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
+import java.io.File;
 import java.util.Collections;
 import java.util.List;
 
@@ -19,7 +20,7 @@
  */
 public class SpreadsheetDetectionAlgorithm implements DetectionAlgorithm {
     @Override
-    public List<Rectangle> detect(Page page, PDDocument referenceDocument) {
+    public List<Rectangle> detect(Page page, File referenceDocument) {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 8efc7d22..ebcbd3c6 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -125,19 +125,16 @@ public void testDetectionOfTables() throws Exception {
 
         // the algorithm we're going to be testing
         NurminenDetectionAlgorithm detectionAlgorithm = new NurminenDetectionAlgorithm();
-        detectionAlgorithm.debugFilename = this.pdf.getAbsolutePath();
 
         PageIterator pages = extractor.extract();
         while (pages.hasNext()) {
             Page page = pages.next();
-            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page, pdfDocument);
+            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page, this.pdf);
             if (tablesOnPage.size() > 0) {
                 detectedTables.put(new Integer(page.getPageNumber()), tablesOnPage);
             }
         }
 
-        System.exit(0);
-
         // now compare
         System.out.println("Testing " + this.pdf.getName());
 

From 14f46cb9f7171f2da2ba6a58a28ff45981a4da6a Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 22 Dec 2015 11:26:47 -0500
Subject: [PATCH 021/364] Snap edge endpoints together

---
 .../detectors/NurminenDetectionAlgorithm.java | 95 ++++++++++++++++++-
 1 file changed, 94 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 87686aeb..97512432 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -13,16 +13,22 @@
 
 import java.awt.*;
 import java.awt.geom.Line2D;
+import java.awt.geom.Point2D;
 import java.awt.image.BufferedImage;
 import java.awt.image.DataBufferByte;
 import java.awt.image.Raster;
 import java.io.File;
 import java.io.IOException;
-import java.util.ArrayList;
+import java.lang.reflect.Array;
+import java.util.*;
 import java.util.List;
 
 /**
  * Created by matt on 2015-12-17.
+ *
+ * Attempt at an implementation of the table finding algorithm described by
+ * Anssi Nurminen's master's thesis:
+ * http://dspace.cc.tut.fi/dpub/bitstream/handle/123456789/21520/Nurminen.pdf?sequence=3
  */
 public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
 
@@ -63,6 +69,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         List<Line2D.Float> verticalRulings = this.getVerticalRulings(image);
 
+        // now we need to snap edge endpoints to a grid
+        this.snapEndpoints(horizontalRulings, verticalRulings);
+
         // debugging stuff - spit out an image with what we want to see
         String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
 
@@ -92,6 +101,90 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         return new ArrayList<Rectangle>();
     }
 
+    private void snapEndpoints(List<Line2D.Float> horizontalRulings, List<Line2D.Float> verticalRulings) {
+        // let's store a hash of start/end points -> edges that contain those points
+        TreeMap<Point2D.Float, ArrayList<Line2D.Float>> points = new TreeMap<Point2D.Float, ArrayList<Line2D.Float>>(new Comparator<Point2D.Float>() {
+            @Override
+            public int compare(Point2D.Float o1, Point2D.Float o2) {
+                if (o1.equals(o2)) {
+                    return 0;
+                }
+
+                if (o1.getY() == o2.getY()) {
+                    return Double.compare(o1.getX(), o2.getX());
+                } else {
+                    return Double.compare(o1.getY(), o2.getY());
+                }
+            }
+        });
+
+        for (List<Line2D.Float> edges : new List[] {horizontalRulings, verticalRulings}) {
+            for (Line2D.Float edge : edges) {
+                for (Point2D.Float point : new Point2D.Float[]{(Point2D.Float) edge.getP1(), (Point2D.Float) edge.getP2()}) {
+                    ArrayList<Line2D.Float> lines = points.get(point);
+
+                    if (lines == null) {
+                        lines = new ArrayList<Line2D.Float>();
+                        points.put(point, lines);
+                    }
+
+                    lines.add(edge);
+                }
+            }
+        }
+
+        // now go through points to find points we can snap together
+        ArrayList<Point2D.Float> snapPoints = new ArrayList<Point2D.Float>();
+        NavigableSet<Point2D.Float> remainingPoints = points.navigableKeySet();
+
+        while (remainingPoints.size() > 1) {
+            Point2D.Float checkPoint = remainingPoints.first();
+
+            snapPoints.add(checkPoint);
+
+            Iterator<Point2D.Float> iterator = remainingPoints.tailSet(checkPoint, false).iterator();
+
+            while (iterator.hasNext()) {
+                Point2D.Float nextPoint = iterator.next();
+                if (checkPoint.distance(nextPoint) <= 5) {
+                    snapPoints.add(nextPoint);
+                }
+            }
+
+            if (snapPoints.size() > 1) {
+                // ok, we've got a list of candidates now, snap them
+                // first get a mid point to snap to
+                double x = 0;
+                double y = 0;
+                for (Point2D.Float point : snapPoints) {
+                    x += point.getX();
+                    y += point.getY();
+                }
+
+                Point2D.Float newPoint = new Point2D.Float(
+                        (float) Math.floor(x / snapPoints.size()),
+                        (float) Math.floor(y / snapPoints.size())
+                );
+
+                // now set all lines that have one of these endpoints to the new value
+                for (Point2D.Float point : snapPoints) {
+                    List<Line2D.Float> edges = points.get(point);
+                    for (Line2D.Float edge : edges) {
+                        if (edge.getP1().equals(point)) {
+                            edge.setLine(newPoint, edge.getP2());
+                        } else {
+                            edge.setLine(edge.getP1(), newPoint);
+                        }
+                    }
+                }
+            }
+
+            // remove the points we've checked and set up the loop again
+            remainingPoints.removeAll(snapPoints);
+            snapPoints.clear();
+        }
+    }
+
     private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
         ArrayList<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
 

From e14041ab9251f0c88fd55c501c9ab1461cf4a035 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 22 Dec 2015 11:54:46 -0500
Subject: [PATCH 022/364] Get crossing points from edges

---
 .../detectors/NurminenDetectionAlgorithm.java | 26 ++++++++++++++-----
 1 file changed, 19 insertions(+), 7 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 97512432..a1b272fc 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -72,6 +72,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // now we need to snap edge endpoints to a grid
         this.snapEndpoints(horizontalRulings, verticalRulings);
 
+        // next get the crossing points of all the edges
+        List<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+
         // debugging stuff - spit out an image with what we want to see
         String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
 
@@ -83,14 +86,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         g.setStroke(new BasicStroke(2f));
         int i = 0;
-        for (Shape s: horizontalRulings) {
-            g.setColor(COLORS[(i++) % 5]);
-            g.draw(s);
-        }
-
-        for (Shape s: verticalRulings) {
+        for (Point2D.Float point : crossingPoints) {
             g.setColor(COLORS[(i++) % 5]);
-            g.draw(s);
+            g.drawOval((int)point.x, (int)point.y, 3, 3);
         }
 
         try {
@@ -101,6 +99,20 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         return new ArrayList<Rectangle>();
     }
 
+    private List<Point2D.Float> getCrossingPoints(List<Line2D.Float> horizontalEdges, List<Line2D.Float> verticalEdges) {
+        List<Point2D.Float> crossingPoints = new ArrayList<Point2D.Float>();
+
+        for (Line2D.Float horizontalEdge : horizontalEdges) {
+            for (Line2D.Float verticalEdge : verticalEdges) {
+                if (horizontalEdge.intersectsLine(verticalEdge)) {
+                    crossingPoints.add(new Point2D.Float(verticalEdge.x1, horizontalEdge.y1));
+                }
+            }
+        }
+
+        return crossingPoints;
+    }
+
     private void snapEndpoints(List<Line2D.Float> horizontalRulings, List<Line2D.Float> verticalRulings) {
         // let's store a hash of start/end points -> edges that contain those points
         TreeMap<Point2D.Float, ArrayList<Line2D.Float>> points = new TreeMap<Point2D.Float, ArrayList<Line2D.Float>>(new Comparator<Point2D.Float>() {

From b92696a2f0cdfe235f462c53de70a611e8f72114 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 22 Dec 2015 16:11:01 -0500
Subject: [PATCH 023/364] Use a better snapping algorithm that works better
 when finding table cells

---
 src/main/java/technology/tabula/Page.java     |  89 +--------
 src/main/java/technology/tabula/Utils.java    |  95 +++++++++-
 .../detectors/NurminenDetectionAlgorithm.java | 174 +++++++++---------
 3 files changed, 182 insertions(+), 176 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 77debcc1..57e254ad 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -152,7 +152,7 @@ public List<Ruling> getRulings() {
             return new ArrayList<Ruling>();
         }
         
-        this.snapPoints();
+        Utils.snapPoints(this.rulings, this.minCharWidth);
         
         List<Ruling> vrs = new ArrayList<Ruling>();
         for (Ruling vr: this.rulings) {
@@ -225,91 +225,4 @@ public boolean hasText() {
     }
     
     
-    public void snapPoints() {
-
-        // collect points and keep a Line -> p1,p2 map
-        Map<Ruling, Point2D[]> linesToPoints = new HashMap<Ruling, Point2D[]>();
-        List<Point2D> points = new ArrayList<Point2D>();
-        for (Ruling r: this.rulings) {
-            Point2D p1 = r.getP1();
-            Point2D p2 = r.getP2();
-            linesToPoints.put(r, new Point2D[] { p1, p2 });
-            points.add(p1);
-            points.add(p2);
-        }
-        
-        // snap by X
-        Collections.sort(points, new Comparator<Point2D>() {
-            @Override
-            public int compare(Point2D arg0, Point2D arg1) {
-                return java.lang.Double.compare(arg0.getX(), arg1.getX());
-            }
-        });
-        
-        List<List<Point2D>> groupedPoints = new ArrayList<List<Point2D>>();
-        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { points.get(0) })));
-        
-        for (Point2D p: points.subList(1, points.size() - 1)) {
-            List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
-            if (Math.abs(p.getX() - last.get(0).getX()) < this.minCharWidth) {
-                groupedPoints.get(groupedPoints.size() - 1).add(p);
-            }
-            else {
-                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { p })));
-            }
-        }
-        
-        for(List<Point2D> group: groupedPoints) {
-            float avgLoc = 0;
-            for(Point2D p: group) {
-                avgLoc += p.getX();
-            }
-            avgLoc /= group.size();
-            for(Point2D p: group) {
-                p.setLocation(avgLoc, p.getY());
-            }
-        }
-        // ---
-
-        // snap by Y
-        Collections.sort(points, new Comparator<Point2D>() {
-            @Override
-            public int compare(Point2D arg0, Point2D arg1) {
-                return java.lang.Double.compare(arg0.getY(), arg1.getY());
-            }
-        });
-        
-        groupedPoints = new ArrayList<List<Point2D>>();
-        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { points.get(0) })));
-        
-        for (Point2D p: points.subList(1, points.size() - 1)) {
-            List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
-            if (Math.abs(p.getY() - last.get(0).getY()) < this.minCharHeight) {
-                groupedPoints.get(groupedPoints.size() - 1).add(p);
-            }
-            else {
-                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { p })));
-            }
-        }
-        
-        for(List<Point2D> group: groupedPoints) {
-            float avgLoc = 0;
-            for(Point2D p: group) {
-                avgLoc += p.getY();
-            }
-            avgLoc /= group.size();
-            for(Point2D p: group) {
-                p.setLocation(p.getX(), avgLoc);
-            }
-        }
-        // ---
-        
-        // finally, modify lines
-        for(Map.Entry<Ruling, Point2D[]> ltp: linesToPoints.entrySet()) {
-            Point2D[] p = ltp.getValue();
-            ltp.getKey().setLine(p[0], p[1]);
-        }
-    }
-    
-    
 }
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 24c22350..56a3019e 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -1,14 +1,11 @@
 package technology.tabula;
 
 import java.awt.Shape;
+import java.awt.geom.Line2D;
+import java.awt.geom.Point2D;
 import java.awt.geom.Rectangle2D;
 import java.math.BigDecimal;
-import java.util.AbstractList;
-import java.util.ArrayList;
-import java.util.Collection;
-import java.util.Collections;
-import java.util.Iterator;
-import java.util.List;
+import java.util.*;
 
 import org.apache.commons.cli.ParseException;
 
@@ -178,4 +175,90 @@ public static List<Integer> parsePagesOption(String pagesSpec) throws ParseExcep
         Collections.sort(rv);
         return rv;
     }
+
+    public static void snapPoints(List<? extends Line2D.Float> rulings, float threshold) {
+
+        // collect points and keep a Line -> p1,p2 map
+        Map<Line2D.Float, Point2D[]> linesToPoints = new HashMap<Line2D.Float, Point2D[]>();
+        List<Point2D> points = new ArrayList<Point2D>();
+        for (Line2D.Float r: rulings) {
+            Point2D p1 = r.getP1();
+            Point2D p2 = r.getP2();
+            linesToPoints.put(r, new Point2D[] { p1, p2 });
+            points.add(p1);
+            points.add(p2);
+        }
+
+        // snap by X
+        Collections.sort(points, new Comparator<Point2D>() {
+            @Override
+            public int compare(Point2D arg0, Point2D arg1) {
+                return java.lang.Double.compare(arg0.getX(), arg1.getX());
+            }
+        });
+
+        List<List<Point2D>> groupedPoints = new ArrayList<List<Point2D>>();
+        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { points.get(0) })));
+
+        for (Point2D p: points.subList(1, points.size() - 1)) {
+            List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
+            if (Math.abs(p.getX() - last.get(0).getX()) < threshold) {
+                groupedPoints.get(groupedPoints.size() - 1).add(p);
+            }
+            else {
+                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { p })));
+            }
+        }
+
+        for(List<Point2D> group: groupedPoints) {
+            float avgLoc = 0;
+            for(Point2D p: group) {
+                avgLoc += p.getX();
+            }
+            avgLoc /= group.size();
+            for(Point2D p: group) {
+                p.setLocation(avgLoc, p.getY());
+            }
+        }
+        // ---
+
+        // snap by Y
+        Collections.sort(points, new Comparator<Point2D>() {
+            @Override
+            public int compare(Point2D arg0, Point2D arg1) {
+                return java.lang.Double.compare(arg0.getY(), arg1.getY());
+            }
+        });
+
+        groupedPoints = new ArrayList<List<Point2D>>();
+        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { points.get(0) })));
+
+        for (Point2D p: points.subList(1, points.size() - 1)) {
+            List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
+            if (Math.abs(p.getY() - last.get(0).getY()) < threshold) {
+                groupedPoints.get(groupedPoints.size() - 1).add(p);
+            }
+            else {
+                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { p })));
+            }
+        }
+
+        for(List<Point2D> group: groupedPoints) {
+            float avgLoc = 0;
+            for(Point2D p: group) {
+                avgLoc += p.getY();
+            }
+            avgLoc /= group.size();
+            for(Point2D p: group) {
+                p.setLocation(p.getX(), avgLoc);
+            }
+        }
+        // ---
+
+        // finally, modify lines
+        for(Map.Entry<Line2D.Float, Point2D[]> ltp: linesToPoints.entrySet()) {
+            Point2D[] p = ltp.getValue();
+            ltp.getKey().setLine(p[0], p[1]);
+        }
+    }
 }
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index a1b272fc..42998126 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -1,5 +1,7 @@
 package technology.tabula.detectors;
 
+import com.sun.tools.classfile.Opcode;
+import com.sun.tools.corba.se.idl.Util;
 import org.apache.pdfbox.pdfparser.PDFStreamParser;
 import org.apache.pdfbox.pdfwriter.ContentStreamWriter;
 import org.apache.pdfbox.pdmodel.PDDocument;
@@ -7,9 +9,9 @@
 import org.apache.pdfbox.pdmodel.common.PDStream;
 import org.apache.pdfbox.util.ImageIOUtil;
 import org.apache.pdfbox.util.PDFOperator;
-import technology.tabula.Page;
+import technology.tabula.*;
 import technology.tabula.Rectangle;
-import technology.tabula.Ruling;
+import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
 import java.awt.*;
 import java.awt.geom.Line2D;
@@ -32,7 +34,22 @@
  */
 public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
 
-    private static int GRAYSCALE_INTENSITY_THRESHOLD = 150;
+    private static final int GRAYSCALE_INTENSITY_THRESHOLD = 150;
+
+    private static final Comparator<Point2D.Float> pointComparator = new Comparator<Point2D.Float>() {
+        @Override
+        public int compare(Point2D.Float o1, Point2D.Float o2) {
+            if (o1.equals(o2)) {
+                return 0;
+            }
+
+            if (o1.getY() == o2.getY()) {
+                return Double.compare(o1.getX(), o2.getX());
+            } else {
+                return Double.compare(o1.getY(), o2.getY());
+            }
+        }
+    };
 
     @Override
     public List<Rectangle> detect(Page page, File referenceDocument) {
@@ -70,10 +87,15 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         List<Line2D.Float> verticalRulings = this.getVerticalRulings(image);
 
         // now we need to snap edge endpoints to a grid
-        this.snapEndpoints(horizontalRulings, verticalRulings);
+        List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
+        allEdges.addAll(verticalRulings);
+
+        Utils.snapPoints(allEdges, 5);
 
         // next get the crossing points of all the edges
-        List<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+        Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+
+        List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
         // debugging stuff - spit out an image with what we want to see
         String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
@@ -86,9 +108,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         g.setStroke(new BasicStroke(2f));
         int i = 0;
-        for (Point2D.Float point : crossingPoints) {
+        for (Shape s : cells) {
             g.setColor(COLORS[(i++) % 5]);
-            g.drawOval((int)point.x, (int)point.y, 3, 3);
+            g.draw(s);
         }
 
         try {
@@ -99,102 +121,90 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         return new ArrayList<Rectangle>();
     }
 
-    private List<Point2D.Float> getCrossingPoints(List<Line2D.Float> horizontalEdges, List<Line2D.Float> verticalEdges) {
-        List<Point2D.Float> crossingPoints = new ArrayList<Point2D.Float>();
+    private List<Rectangle> findRectangles(
+            Set<Point2D.Float> crossingPoints,
+            List<Line2D.Float> horizontalEdges,
+            List<Line2D.Float> verticalEdges) {
 
-        for (Line2D.Float horizontalEdge : horizontalEdges) {
-            for (Line2D.Float verticalEdge : verticalEdges) {
-                if (horizontalEdge.intersectsLine(verticalEdge)) {
-                    crossingPoints.add(new Point2D.Float(verticalEdge.x1, horizontalEdge.y1));
-                }
-            }
-        }
+        List<Rectangle> foundRectangles = new ArrayList<Rectangle>();
 
-        return crossingPoints;
-    }
+        ArrayList<Point2D.Float> sortedPoints = new ArrayList<Point2D.Float>(crossingPoints);
 
-    private void snapEndpoints(List<Line2D.Float> horizontalRulings, List<Line2D.Float> verticalRulings) {
-        // let's store a hash of start/end points -> edges that contain those points
-        TreeMap<Point2D.Float, ArrayList<Line2D.Float>> points = new TreeMap<Point2D.Float, ArrayList<Line2D.Float>>(new Comparator<Point2D.Float>() {
-            @Override
-            public int compare(Point2D.Float o1, Point2D.Float o2) {
-                if (o1.equals(o2)) {
-                    return 0;
-                }
+        // sort all points by y value and then x value - this means that the first element
+        // is always the top-leftmost point
+        Collections.sort(sortedPoints, pointComparator);
+
+        for (int i=0; i<sortedPoints.size(); i++) {
+            Point2D.Float topLeftPoint = sortedPoints.get(i);
+
+            ArrayList<Point2D.Float> pointsBelow = new ArrayList<Point2D.Float>();
+            ArrayList<Point2D.Float> pointsRight = new ArrayList<Point2D.Float>();
 
-                if (o1.getY() == o2.getY()) {
-                    return Double.compare(o1.getX(), o2.getX());
-                } else {
-                    return Double.compare(o1.getY(), o2.getY());
+            for (int j=i+1; j<sortedPoints.size(); j++) {
+                Point2D.Float checkPoint = sortedPoints.get(j);
+                if (topLeftPoint.getX() == checkPoint.getX() && topLeftPoint.getY() < checkPoint.getY()) {
+                    pointsBelow.add(checkPoint);
+                } else if (topLeftPoint.getY() == checkPoint.getY() && topLeftPoint.getX() < checkPoint.getX()) {
+                    pointsRight.add(checkPoint);
                 }
             }
-        });
 
-        for (List<Line2D.Float> edges : new List[] {horizontalRulings, verticalRulings}) {
-            for (Line2D.Float edge : edges) {
-                for (Point2D.Float point : new Point2D.Float[]{(Point2D.Float) edge.getP1(), (Point2D.Float) edge.getP2()}) {
-                    ArrayList<Line2D.Float> lines = points.get(point);
+            nextCrossingPoint:
+            for (Point2D.Float belowPoint : pointsBelow) {
+                if (!this.edgeExistsBetween(topLeftPoint, belowPoint, verticalEdges)) {
+                    break nextCrossingPoint;
+                }
 
-                    if (lines == null) {
-                        lines = new ArrayList<Line2D.Float>();
-                        points.put(point, lines);
+                for (Point2D.Float rightPoint : pointsRight) {
+                    if (!this.edgeExistsBetween(topLeftPoint, rightPoint, horizontalEdges)) {
+                        break nextCrossingPoint;
                     }
 
-                    lines.add(edge);
-                }
-            }
-        }
+                    Point2D.Float bottomRightPoint = new Point2D.Float(rightPoint.x, belowPoint.y);
 
-        // now go through points to find points we can snap together
-        ArrayList<Point2D.Float> snapPoints = new ArrayList<Point2D.Float>();
-        NavigableSet<Point2D.Float> remainingPoints = points.navigableKeySet();
+                    if (sortedPoints.contains(bottomRightPoint)
+                            && this.edgeExistsBetween(belowPoint, bottomRightPoint, horizontalEdges)
+                            && this.edgeExistsBetween(rightPoint, bottomRightPoint, verticalEdges)) {
 
-        while (remainingPoints.size() > 1) {
-            Point2D.Float checkPoint = remainingPoints.first();
+                        foundRectangles.add(new Rectangle(
+                                topLeftPoint.y,
+                                topLeftPoint.x,
+                                bottomRightPoint.x - topLeftPoint.x,
+                                bottomRightPoint.y - topLeftPoint.y)
+                        );
 
-            snapPoints.add(checkPoint);
+                        break nextCrossingPoint;
+                    }
+                }
+            }
+        }
 
-            Iterator<Point2D.Float> iterator = remainingPoints.tailSet(checkPoint, false).iterator();
+        return foundRectangles;
+    }
 
-            while (iterator.hasNext()) {
-                Point2D.Float nextPoint = iterator.next();
-                if (checkPoint.distance(nextPoint) <= 5) {
-                    snapPoints.add(nextPoint);
-                }
+    private boolean edgeExistsBetween(Point2D.Float p1, Point2D.Float p2, List<Line2D.Float> edges) {
+        for (Line2D.Float edge : edges) {
+            if (p1.x >= edge.x1 && p1.x <= edge.x2 && p1.y >= edge.y1 && p1.y <= edge.y2
+                    && p2.x >= edge.x1 && p2.x <= edge.x2 && p2.y >= edge.y1 && p2.y <= edge.y2) {
+                return true;
             }
+        }
 
-            if (snapPoints.size() > 1) {
-                // ok, we've got a list of candidates now, snap them
-                // first get a mid point to snap to
-                double x = 0;
-                double y = 0;
-                for (Point2D.Float point : snapPoints) {
-                    x += point.getX();
-                    y += point.getY();
-                }
+        return false;
+    }
 
-                Point2D.Float newPoint = new Point2D.Float(
-                        (float) Math.floor(x / snapPoints.size()),
-                        (float) Math.floor(y / snapPoints.size())
-                );
-
-                // now set all lines that have one of these endpoints to the new value
-                for (Point2D.Float point : snapPoints) {
-                    List<Line2D.Float> edges = points.get(point);
-                    for (Line2D.Float edge : edges) {
-                        if (edge.getP1().equals(point)) {
-                            edge.setLine(newPoint, edge.getP2());
-                        } else {
-                            edge.setLine(edge.getP1(), newPoint);
-                        }
-                    }
+    private Set<Point2D.Float> getCrossingPoints(List<Line2D.Float> horizontalEdges, List<Line2D.Float> verticalEdges) {
+        Set<Point2D.Float> crossingPoints = new HashSet<Point2D.Float>();
+
+        for (Line2D.Float horizontalEdge : horizontalEdges) {
+            for (Line2D.Float verticalEdge : verticalEdges) {
+                if (horizontalEdge.intersectsLine(verticalEdge)) {
+                    crossingPoints.add(new Point2D.Float(verticalEdge.x1, horizontalEdge.y1));
                 }
             }
-
-            // remove the points we've checked and set up the loop again
-            remainingPoints.removeAll(snapPoints);
-            snapPoints.clear();
         }
+
+        return crossingPoints;
     }
 
     private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {

From 6ee0fd77e8e6bb845a44cf8a77ea82418dfc6dbb Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 22 Dec 2015 16:30:02 -0500
Subject: [PATCH 024/364] Try to find table areas based off of these rectangles

---
 .../detectors/NurminenDetectionAlgorithm.java | 51 ++++++++++++++++++-
 1 file changed, 49 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 42998126..75f6d3d2 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -97,6 +97,53 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
+        List<List<Rectangle>> cellGroups = new ArrayList<List<Rectangle>>();
+        for (Rectangle cell : cells) {
+            boolean addedToGroup = false;
+
+            cellCheck:
+            for (List<Rectangle> cellGroup : cellGroups) {
+                for (Rectangle groupCell : cellGroup) {
+                    Point2D[] groupCellCorners = groupCell.getPoints();
+                    Point2D[] candidateCorners = cell.getPoints();
+
+                    for (int i=0; i<candidateCorners.length; i++) {
+                        for (int j=0; j<groupCellCorners.length; j++) {
+                            if (candidateCorners[i].equals(groupCellCorners[j])) {
+                                cellGroup.add(cell);
+                                addedToGroup = true;
+                                break cellCheck;
+                            }
+                        }
+                    }
+                }
+            }
+
+            if (!addedToGroup) {
+                ArrayList<Rectangle> cellGroup = new ArrayList<Rectangle>();
+                cellGroup.add(cell);
+                cellGroups.add(cellGroup);
+            }
+        }
+
+        // create table areas based on cell group
+        List<Rectangle> tableAreas = new ArrayList<Rectangle>();
+        for (List<Rectangle> cellGroup : cellGroups) {
+            float top = Float.MAX_VALUE;
+            float left = Float.MAX_VALUE;
+            float bottom = Float.MIN_VALUE;
+            float right = Float.MIN_VALUE;
+
+            for (Rectangle cell : cellGroup) {
+                if (cell.getTop() < top) top = cell.getTop();
+                if (cell.getLeft() < left) left = cell.getLeft();
+                if (cell.getBottom() > bottom) bottom = cell.getBottom();
+                if (cell.getRight() > right) right = cell.getRight();
+            }
+
+            tableAreas.add(new Rectangle(top, left, right - left, bottom - top));
+        }
+
         // debugging stuff - spit out an image with what we want to see
         String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
 
@@ -108,7 +155,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         g.setStroke(new BasicStroke(2f));
         int i = 0;
-        for (Shape s : cells) {
+        for (Shape s : tableAreas) {
             g.setColor(COLORS[(i++) % 5]);
             g.draw(s);
         }
@@ -118,7 +165,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         } catch (IOException e) {
         }
 
-        return new ArrayList<Rectangle>();
+        return tableAreas;
     }
 
     private List<Rectangle> findRectangles(

From 3c5d2558587eca5d7a5b5fe58eee7e5252ee02d5 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 22 Dec 2015 16:52:15 -0500
Subject: [PATCH 025/364] Allow looser distance between cells to become part of
 the same table

---
 .../detectors/NurminenDetectionAlgorithm.java | 55 ++++++++++---------
 1 file changed, 28 insertions(+), 27 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 75f6d3d2..6c4b2eaf 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -1,7 +1,5 @@
 package technology.tabula.detectors;
 
-import com.sun.tools.classfile.Opcode;
-import com.sun.tools.corba.se.idl.Util;
 import org.apache.pdfbox.pdfparser.PDFStreamParser;
 import org.apache.pdfbox.pdfwriter.ContentStreamWriter;
 import org.apache.pdfbox.pdmodel.PDDocument;
@@ -11,17 +9,14 @@
 import org.apache.pdfbox.util.PDFOperator;
 import technology.tabula.*;
 import technology.tabula.Rectangle;
-import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
 import java.awt.*;
 import java.awt.geom.Line2D;
 import java.awt.geom.Point2D;
 import java.awt.image.BufferedImage;
-import java.awt.image.DataBufferByte;
 import java.awt.image.Raster;
 import java.io.File;
 import java.io.IOException;
-import java.lang.reflect.Array;
 import java.util.*;
 import java.util.List;
 
@@ -97,6 +92,33 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
+        List<Rectangle> tableAreas = this.getTableAreasFromCells(cells);
+
+        // debugging stuff - spit out an image with what we want to see
+        String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+
+        Color[] COLORS = { new Color(27, 158, 119),
+                new Color(217, 95, 2), new Color(117, 112, 179),
+                new Color(231, 41, 138), new Color(102, 166, 30) };
+
+        Graphics2D g = (Graphics2D) debugImage.getGraphics();
+
+        g.setStroke(new BasicStroke(2f));
+        int i = 0;
+        for (Shape s : tableAreas) {
+            g.setColor(COLORS[(i++) % 5]);
+            g.draw(s);
+        }
+
+        try {
+            ImageIOUtil.writeImage(debugImage, debugFileOut, 144);
+        } catch (IOException e) {
+        }
+
+        return tableAreas;
+    }
+
+    private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
         List<List<Rectangle>> cellGroups = new ArrayList<List<Rectangle>>();
         for (Rectangle cell : cells) {
             boolean addedToGroup = false;
@@ -109,7 +131,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
                     for (int i=0; i<candidateCorners.length; i++) {
                         for (int j=0; j<groupCellCorners.length; j++) {
-                            if (candidateCorners[i].equals(groupCellCorners[j])) {
+                            if (candidateCorners[i].distance(groupCellCorners[j]) < 5) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
                                 break cellCheck;
@@ -144,27 +166,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             tableAreas.add(new Rectangle(top, left, right - left, bottom - top));
         }
 
-        // debugging stuff - spit out an image with what we want to see
-        String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
-
-        Color[] COLORS = { new Color(27, 158, 119),
-                new Color(217, 95, 2), new Color(117, 112, 179),
-                new Color(231, 41, 138), new Color(102, 166, 30) };
-
-        Graphics2D g = (Graphics2D) debugImage.getGraphics();
-
-        g.setStroke(new BasicStroke(2f));
-        int i = 0;
-        for (Shape s : tableAreas) {
-            g.setColor(COLORS[(i++) % 5]);
-            g.draw(s);
-        }
-
-        try {
-            ImageIOUtil.writeImage(debugImage, debugFileOut, 144);
-        } catch (IOException e) {
-        }
-
         return tableAreas;
     }
 

From 95e63cd20d1a95b189fd0cd97c1357e5b3d2c79d Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 22 Dec 2015 17:14:34 -0500
Subject: [PATCH 026/364] Fix test regression due to point snapping refactor

---
 src/main/java/technology/tabula/Page.java                   | 2 +-
 src/main/java/technology/tabula/Utils.java                  | 6 +++---
 .../tabula/detectors/NurminenDetectionAlgorithm.java        | 2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 57e254ad..d8a2b369 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -152,7 +152,7 @@ public List<Ruling> getRulings() {
             return new ArrayList<Ruling>();
         }
         
-        Utils.snapPoints(this.rulings, this.minCharWidth);
+        Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
         
         List<Ruling> vrs = new ArrayList<Ruling>();
         for (Ruling vr: this.rulings) {
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 56a3019e..3f567f8b 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -176,7 +176,7 @@ public static List<Integer> parsePagesOption(String pagesSpec) throws ParseExcep
         return rv;
     }
 
-    public static void snapPoints(List<? extends Line2D.Float> rulings, float threshold) {
+    public static void snapPoints(List<? extends Line2D.Float> rulings, float xThreshold, float yThreshold) {
 
         // collect points and keep a Line -> p1,p2 map
         Map<Line2D.Float, Point2D[]> linesToPoints = new HashMap<Line2D.Float, Point2D[]>();
@@ -202,7 +202,7 @@ public int compare(Point2D arg0, Point2D arg1) {
 
         for (Point2D p: points.subList(1, points.size() - 1)) {
             List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
-            if (Math.abs(p.getX() - last.get(0).getX()) < threshold) {
+            if (Math.abs(p.getX() - last.get(0).getX()) < xThreshold) {
                 groupedPoints.get(groupedPoints.size() - 1).add(p);
             }
             else {
@@ -235,7 +235,7 @@ public int compare(Point2D arg0, Point2D arg1) {
 
         for (Point2D p: points.subList(1, points.size() - 1)) {
             List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
-            if (Math.abs(p.getY() - last.get(0).getY()) < threshold) {
+            if (Math.abs(p.getY() - last.get(0).getY()) < yThreshold) {
                 groupedPoints.get(groupedPoints.size() - 1).add(p);
             }
             else {
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 6c4b2eaf..e4cfd83a 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -85,7 +85,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
-        Utils.snapPoints(allEdges, 5);
+        Utils.snapPoints(allEdges, 5, 5);
 
         // next get the crossing points of all the edges
         Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);

From 1f2160bb5a343b01b99dfdaccd809ae4b15a8239 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 23 Dec 2015 11:11:58 -0500
Subject: [PATCH 027/364] Halve coordinate space from image dimensions in order
 to match up with Page coordinate space

---
 .../java/technology/tabula/CommandLineApp.java   |  3 ++-
 .../detectors/NurminenDetectionAlgorithm.java    | 16 +++++++++++-----
 2 files changed, 13 insertions(+), 6 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index a6dcc6c5..6ea773bb 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -19,6 +19,7 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 
 import technology.tabula.detectors.DetectionAlgorithm;
+import technology.tabula.detectors.NurminenDetectionAlgorithm;
 import technology.tabula.detectors.SpreadsheetDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
@@ -154,7 +155,7 @@ public void extractTables(CommandLine line) throws ParseException {
                     if (line.hasOption('g')) {
                         // guess the page areas to extract using a detection algorithm
                         // currently we only have a detector that uses spreadsheets to find table areas
-                        DetectionAlgorithm detector = new SpreadsheetDetectionAlgorithm();
+                        DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
                         List<Rectangle> guesses = detector.detect(page, pdfFile);
 
                         for (Rectangle guessRect : guesses) {
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index e4cfd83a..767065fd 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -64,7 +64,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         BufferedImage debugImage;
         try {
             image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
-            debugImage = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 144);
+            debugImage = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 72);
         } catch (IOException e) {
             return new ArrayList<Rectangle>();
         }
@@ -81,11 +81,17 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         List<Line2D.Float> verticalRulings = this.getVerticalRulings(image);
 
-        // now we need to snap edge endpoints to a grid
+        // the image space is twice as big as the Page coordinate space,
+        // so halve all of our distances
         List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
-        Utils.snapPoints(allEdges, 5, 5);
+        for (Line2D.Float edge : allEdges) {
+            edge.setLine(edge.x1/2, edge.y1/2, edge.x2/2, edge.y2/2);
+        }
+
+        // now we need to snap edge endpoints to a grid
+        Utils.snapPoints(allEdges, 2.5f, 2.5f);
 
         // next get the crossing points of all the edges
         Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
@@ -111,7 +117,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         }
 
         try {
-            ImageIOUtil.writeImage(debugImage, debugFileOut, 144);
+            ImageIOUtil.writeImage(debugImage, debugFileOut, 72);
         } catch (IOException e) {
         }
 
@@ -131,7 +137,7 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
 
                     for (int i=0; i<candidateCorners.length; i++) {
                         for (int j=0; j<groupCellCorners.length; j++) {
-                            if (candidateCorners[i].distance(groupCellCorners[j]) < 5) {
+                            if (candidateCorners[i].distance(groupCellCorners[j]) < 2.5) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
                                 break cellCheck;

From 51d38189c82dd02219f106332c64db33f01896d8 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 23 Dec 2015 11:32:51 -0500
Subject: [PATCH 028/364] Fix some wonky while loops

---
 .../detectors/NurminenDetectionAlgorithm.java | 28 ++++++++-----------
 1 file changed, 12 insertions(+), 16 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 767065fd..54018cb8 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -295,18 +295,16 @@ private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
 
                     int lineX = x + 1;
 
-                    if (lineX < width) {
+                    while (lineX < width) {
                         int[] linePixel = r.getPixel(lineX, y, (int[]) null);
                         int[] abovePixel = r.getPixel(lineX, y - 1, (int[]) null);
 
-                        while (lineX < width
-                                && Math.abs(linePixel[0] - abovePixel[0]) > GRAYSCALE_INTENSITY_THRESHOLD
-                                && Math.abs(currPixel[0] - linePixel[0]) <= GRAYSCALE_INTENSITY_THRESHOLD) {
-
-                            lineX++;
-                            linePixel = r.getPixel(lineX, y, (int[]) null);
-                            abovePixel = r.getPixel(lineX, y - 1, (int[]) null);
+                        if (Math.abs(linePixel[0] - abovePixel[0]) <= GRAYSCALE_INTENSITY_THRESHOLD
+                                || Math.abs(currPixel[0] - linePixel[0]) > GRAYSCALE_INTENSITY_THRESHOLD) {
+                            break;
                         }
+
+                        lineX++;
                     }
 
                     int endX = lineX - 1;
@@ -357,18 +355,16 @@ private List<Line2D.Float> getVerticalRulings(BufferedImage image) {
 
                     int lineY = y + 1;
 
-                    if (lineY < height) {
+                    while (lineY < height) {
                         int[] linePixel = r.getPixel(x, lineY, (int[]) null);
                         int[] leftPixel = r.getPixel(x - 1, lineY, (int[]) null);
 
-                        while (lineY < height
-                                && Math.abs(linePixel[0] - leftPixel[0]) > GRAYSCALE_INTENSITY_THRESHOLD
-                                && Math.abs(currPixel[0] - linePixel[0]) <= GRAYSCALE_INTENSITY_THRESHOLD) {
-
-                            lineY++;
-                            linePixel = r.getPixel(x, lineY, (int[]) null);
-                            leftPixel = r.getPixel(x - 1, lineY, (int[]) null);
+                        if (Math.abs(linePixel[0] - leftPixel[0]) <= GRAYSCALE_INTENSITY_THRESHOLD
+                                || Math.abs(currPixel[0] - linePixel[0]) > GRAYSCALE_INTENSITY_THRESHOLD) {
+                            break;
                         }
+
+                        lineY++;
                     }
 
                     int endY = lineY - 1;

From 0952ea31018d3e95c279130f9ef09d6d5d62fae2 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 23 Dec 2015 11:33:14 -0500
Subject: [PATCH 029/364] Having a much smaller greyscale threshold finds more
 tables

---
 .../technology/tabula/detectors/NurminenDetectionAlgorithm.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 54018cb8..b9bbc22e 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -29,7 +29,7 @@
  */
 public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
 
-    private static final int GRAYSCALE_INTENSITY_THRESHOLD = 150;
+    private static final int GRAYSCALE_INTENSITY_THRESHOLD = 25;
 
     private static final Comparator<Point2D.Float> pointComparator = new Comparator<Point2D.Float>() {
         @Override

From e41a2a71408a87ce8a0268112b98f41bdb17c6ae Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 23 Dec 2015 11:36:55 -0500
Subject: [PATCH 030/364] Don't bother checking edges if we don't have any
 (also avoids exceptions when snapping nonexistent lines to points)

---
 .../detectors/NurminenDetectionAlgorithm.java   | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index b9bbc22e..2d680d28 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -90,15 +90,20 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             edge.setLine(edge.x1/2, edge.y1/2, edge.x2/2, edge.y2/2);
         }
 
-        // now we need to snap edge endpoints to a grid
-        Utils.snapPoints(allEdges, 2.5f, 2.5f);
+        List<Rectangle> tableAreas = new ArrayList<Rectangle>();
+
+        // if we found some edges, try to find some tables based on them
+        if (allEdges.size() > 0) {
+            // now we need to snap edge endpoints to a grid
+            Utils.snapPoints(allEdges, 2.5f, 2.5f);
 
-        // next get the crossing points of all the edges
-        Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+            // next get the crossing points of all the edges
+            Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
 
-        List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
+            List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
-        List<Rectangle> tableAreas = this.getTableAreasFromCells(cells);
+            tableAreas = this.getTableAreasFromCells(cells);
+        }
 
         // debugging stuff - spit out an image with what we want to see
         String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");

From 3467a1bd70dae3ba2cfe76edbd7a4e9c7bc2961b Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 23 Dec 2015 14:36:53 -0500
Subject: [PATCH 031/364] Detect edges from text

---
 .../detectors/NurminenDetectionAlgorithm.java | 124 +++++++++++++++++-
 1 file changed, 123 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 2d680d28..d39bce7d 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -9,6 +9,7 @@
 import org.apache.pdfbox.util.PDFOperator;
 import technology.tabula.*;
 import technology.tabula.Rectangle;
+import technology.tabula.extractors.BasicExtractionAlgorithm;
 
 import java.awt.*;
 import java.awt.geom.Line2D;
@@ -102,7 +103,113 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
             List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
-            tableAreas = this.getTableAreasFromCells(cells);
+            if (cells.size() >= 4) {
+                // three or fewer cells does not a table make (let's say)
+                tableAreas = this.getTableAreasFromCells(cells);
+            }
+        }
+
+        // now find tables based on text position in the document
+        List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
+        List<Line> lines = TextChunk.groupByLines(textChunks);
+
+        List<Line2D.Float> leftTextEdges = new ArrayList<Line2D.Float>();
+        List<Line2D.Float> midTextEdges = new ArrayList<Line2D.Float>();
+        List<Line2D.Float> rightTextEdges = new ArrayList<Line2D.Float>();
+
+        Map<Integer, List<TextChunk>> currLeftEdges = new HashMap<Integer, List<TextChunk>>();
+        Map<Integer, List<TextChunk>> currMidEdges = new HashMap<Integer, List<TextChunk>>();
+        Map<Integer, List<TextChunk>> currRightEdges = new HashMap<Integer, List<TextChunk>>();
+
+        for (Line textRow : lines) {
+            for (TextChunk text : textRow.getTextElements()) {
+                Integer left = new Integer((int)Math.floor(text.getLeft()));
+                Integer right = new Integer((int)Math.floor(text.getRight()));
+                Integer mid = new Integer(left + ((right - left)/2));
+
+                // first put this chunk into any edge buckets it belongs to
+                List<TextChunk> leftEdge = currLeftEdges.getOrDefault(left, new ArrayList<TextChunk>());
+                leftEdge.add(text);
+                currLeftEdges.put(left, leftEdge);
+
+                List<TextChunk> midEdge = currMidEdges.getOrDefault(mid, new ArrayList<TextChunk>());
+                midEdge.add(text);
+                currMidEdges.put(mid, midEdge);
+
+                List<TextChunk> rightEdge = currRightEdges.getOrDefault(right, new ArrayList<TextChunk>());
+                rightEdge.add(text);
+                currRightEdges.put(right, rightEdge);
+
+                // now see if this text chunk blows up any other edges
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext();) {
+                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
+                    Integer key = entry.getKey();
+                    if (key > left && key < right) {
+                        iterator.remove();
+                        List<TextChunk> edgeChunks = entry.getValue();
+                        if (edgeChunks.size() >= 4) {
+                            TextChunk first = edgeChunks.get(0);
+                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                            leftTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+                        }
+                    }
+                }
+
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currMidEdges.entrySet().iterator(); iterator.hasNext();) {
+                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
+                    Integer key = entry.getKey();
+                    if (key > left && key < right && Math.abs(key - mid) > 2) {
+                        iterator.remove();
+                        List<TextChunk> edgeChunks = entry.getValue();
+                        if (edgeChunks.size() >= 4) {
+                            TextChunk first = edgeChunks.get(0);
+                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                            midTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+                        }
+                    }
+                }
+
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currRightEdges.entrySet().iterator(); iterator.hasNext();) {
+                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
+                    Integer key = entry.getKey();
+                    if (key > left && key < right) {
+                        iterator.remove();
+                        List<TextChunk> edgeChunks = entry.getValue();
+                        if (edgeChunks.size() >= 4) {
+                            TextChunk first = edgeChunks.get(0);
+                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                            rightTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+                        }
+                    }
+                }
+            }
+        }
+
+        for (Integer key : currLeftEdges.keySet()) {
+            List<TextChunk> edgeChunks = currLeftEdges.get(key);
+            if (edgeChunks.size() >= 4) {
+                TextChunk first = edgeChunks.get(0);
+                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                leftTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+            }
+        }
+
+        for (Integer key : currMidEdges.keySet()) {
+            List<TextChunk> edgeChunks = currMidEdges.get(key);
+            if (edgeChunks.size() >= 4) {
+                TextChunk first = edgeChunks.get(0);
+                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                midTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+            }
+        }
+
+        for (Integer key : currRightEdges.keySet()) {
+            List<TextChunk> edgeChunks = currRightEdges.get(key);
+            if (edgeChunks.size() >= 4) {
+                TextChunk first = edgeChunks.get(0);
+                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                rightTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+            }
         }
 
         // debugging stuff - spit out an image with what we want to see
@@ -121,6 +228,21 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             g.draw(s);
         }
 
+        g.setColor(COLORS[0]);
+        for (Shape s : leftTextEdges) {
+            g.draw(s);
+        }
+
+        g.setColor(COLORS[1]);
+        for (Shape s : midTextEdges) {
+            g.draw(s);
+        }
+
+        g.setColor(COLORS[3]);
+        for (Shape s : rightTextEdges) {
+            g.draw(s);
+        }
+
         try {
             ImageIOUtil.writeImage(debugImage, debugFileOut, 72);
         } catch (IOException e) {

From 5fc6bb1ddb884836ca272f92b7dd4ecef9d241d3 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 4 Jan 2016 10:26:51 -0500
Subject: [PATCH 032/364] Easier shape debugging

---
 .../detectors/NurminenDetectionAlgorithm.java | 44 ++++++++-----------
 1 file changed, 19 insertions(+), 25 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index d39bce7d..271e511b 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -47,6 +47,9 @@ public int compare(Point2D.Float o1, Point2D.Float o2) {
         }
     };
 
+    BufferedImage debugImage;
+    String debugFileOut;
+
     @Override
     public List<Rectangle> detect(Page page, File referenceDocument) {
 
@@ -61,8 +64,10 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // get the page in question
         PDPage pdfPage = (PDPage) pdfDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
 
+        // debugging stuff - spit out an image with what we want to see
+        debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+
         BufferedImage image;
-        BufferedImage debugImage;
         try {
             image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
             debugImage = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 72);
@@ -92,16 +97,18 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         }
 
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
+        List<Rectangle> cells = null;
+        Set<Point2D.Float> crossingPoints = null;
 
         // if we found some edges, try to find some tables based on them
         if (allEdges.size() > 0) {
             // now we need to snap edge endpoints to a grid
-            Utils.snapPoints(allEdges, 2.5f, 2.5f);
+            Utils.snapPoints(allEdges, 4f, 4f);
 
             // next get the crossing points of all the edges
-            Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+            crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
 
-            List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
+            cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
             if (cells.size() >= 4) {
                 // three or fewer cells does not a table make (let's say)
@@ -212,9 +219,10 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
-        // debugging stuff - spit out an image with what we want to see
-        String debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+        return tableAreas;
+    }
 
+    private void debug(Collection<? extends Shape> shapes) {
         Color[] COLORS = { new Color(27, 158, 119),
                 new Color(217, 95, 2), new Color(117, 112, 179),
                 new Color(231, 41, 138), new Color(102, 166, 30) };
@@ -223,23 +231,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         g.setStroke(new BasicStroke(2f));
         int i = 0;
-        for (Shape s : tableAreas) {
-            g.setColor(COLORS[(i++) % 5]);
-            g.draw(s);
-        }
 
-        g.setColor(COLORS[0]);
-        for (Shape s : leftTextEdges) {
-            g.draw(s);
-        }
-
-        g.setColor(COLORS[1]);
-        for (Shape s : midTextEdges) {
-            g.draw(s);
-        }
-
-        g.setColor(COLORS[3]);
-        for (Shape s : rightTextEdges) {
+        for (Shape s : shapes) {
+            g.setColor(COLORS[(i++) % 5]);
             g.draw(s);
         }
 
@@ -247,8 +241,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             ImageIOUtil.writeImage(debugImage, debugFileOut, 72);
         } catch (IOException e) {
         }
-
-        return tableAreas;
     }
 
     private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
@@ -264,7 +256,7 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
 
                     for (int i=0; i<candidateCorners.length; i++) {
                         for (int j=0; j<groupCellCorners.length; j++) {
-                            if (candidateCorners[i].distance(groupCellCorners[j]) < 2.5) {
+                            if (candidateCorners[i].distance(groupCellCorners[j]) < 5) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
                                 break cellCheck;
@@ -354,6 +346,8 @@ private List<Rectangle> findRectangles(
                                 bottomRightPoint.y - topLeftPoint.y)
                         );
 
+                        this.debug(foundRectangles);
+
                         break nextCrossingPoint;
                     }
                 }

From 19b3885384146c37726ab501775d228d59e62277 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 4 Jan 2016 12:31:16 -0500
Subject: [PATCH 033/364] Only halve the table coordinate space after all
 calculations have happened)

---
 .../detectors/NurminenDetectionAlgorithm.java | 19 +++++++++----------
 1 file changed, 9 insertions(+), 10 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 271e511b..f4b4446a 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -87,15 +87,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         List<Line2D.Float> verticalRulings = this.getVerticalRulings(image);
 
-        // the image space is twice as big as the Page coordinate space,
-        // so halve all of our distances
         List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
-        for (Line2D.Float edge : allEdges) {
-            edge.setLine(edge.x1/2, edge.y1/2, edge.x2/2, edge.y2/2);
-        }
-
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
         List<Rectangle> cells = null;
         Set<Point2D.Float> crossingPoints = null;
@@ -103,7 +97,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // if we found some edges, try to find some tables based on them
         if (allEdges.size() > 0) {
             // now we need to snap edge endpoints to a grid
-            Utils.snapPoints(allEdges, 4f, 4f);
+            Utils.snapPoints(allEdges, 8f, 8f);
 
             // next get the crossing points of all the edges
             crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
@@ -219,6 +213,13 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
+        for (Rectangle area : tableAreas) {
+            area.x = area.x/2;
+            area.y = area.y/2;
+            area.width = area.width/2;
+            area.height = area.height/2;
+        }
+
         return tableAreas;
     }
 
@@ -256,7 +257,7 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
 
                     for (int i=0; i<candidateCorners.length; i++) {
                         for (int j=0; j<groupCellCorners.length; j++) {
-                            if (candidateCorners[i].distance(groupCellCorners[j]) < 5) {
+                            if (candidateCorners[i].distance(groupCellCorners[j]) < 10) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
                                 break cellCheck;
@@ -346,8 +347,6 @@ private List<Rectangle> findRectangles(
                                 bottomRightPoint.y - topLeftPoint.y)
                         );
 
-                        this.debug(foundRectangles);
-
                         break nextCrossingPoint;
                     }
                 }

From 8fdc198c78bf160b905e34fa9852c9db3e7c39dd Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 4 Jan 2016 13:08:14 -0500
Subject: [PATCH 034/364] Fix some bugs - Merge edges after finding crossing
 points so that it's easier to find cells - Halve coordinate space after
 thable areas are detected - Move the cell check so that tables with less than
 4 cells are correctly detected

---
 .../detectors/NurminenDetectionAlgorithm.java | 116 ++++++++++++++++--
 1 file changed, 108 insertions(+), 8 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index f4b4446a..95f87fcf 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -90,6 +90,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
+
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
         List<Rectangle> cells = null;
         Set<Point2D.Float> crossingPoints = null;
@@ -102,12 +103,12 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             // next get the crossing points of all the edges
             crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
 
+            horizontalRulings = this.mergeHorizontalEdges(horizontalRulings);
+            verticalRulings = this.mergeVerticalEdges(verticalRulings);
+
             cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
-            if (cells.size() >= 4) {
-                // three or fewer cells does not a table make (let's say)
-                tableAreas = this.getTableAreasFromCells(cells);
-            }
+            tableAreas = this.getTableAreasFromCells(cells);
         }
 
         // now find tables based on text position in the document
@@ -213,16 +214,110 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
+        this.debug(leftTextEdges);
+        this.debug(midTextEdges);
+        this.debug(rightTextEdges);
+
         for (Rectangle area : tableAreas) {
-            area.x = area.x/2;
-            area.y = area.y/2;
-            area.width = area.width/2;
-            area.height = area.height/2;
+            area.x = (float)Math.floor(area.x/2);
+            area.y = (float)Math.floor(area.y/2);
+            area.width = (float)Math.ceil(area.width/2);
+            area.height = (float)Math.ceil(area.height/2);
         }
 
+        this.debug(tableAreas);
+
         return tableAreas;
     }
 
+    private List<Line2D.Float> mergeHorizontalEdges(List<Line2D.Float> horizontalEdges) {
+        if (horizontalEdges.size() == 0) {
+            return horizontalEdges;
+        }
+
+        List<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
+
+        // sort rulings by top-leftmost first
+        Collections.sort(horizontalEdges, new Comparator<Line2D.Float>() {
+            @Override
+            public int compare(Line2D.Float o1, Line2D.Float o2) {
+                if (o1.equals(o2)) {
+                    return 0;
+                }
+
+                if (o1.y1 == o2.y1) {
+                    return Float.compare(o1.x1, o2.x1);
+                } else {
+                    return Float.compare(o1.y1, o2.y1);
+                }
+            }
+        });
+
+        Line2D.Float currentRuling = horizontalEdges.get(0);
+        for (int i=1; i<horizontalEdges.size(); i++) {
+            Line2D.Float nextEdge = horizontalEdges.get(i);
+
+            if (currentRuling.y1 == nextEdge.y1 &&
+                    nextEdge.x1 >= currentRuling.x1 &&
+                    nextEdge.x1 <= currentRuling.x2) {
+                // this line segment can be part of the current line
+                currentRuling.x2 = Math.max(nextEdge.x2, currentRuling.x2);
+            } else {
+                // store the complete line and continue
+                horizontalRulings.add(currentRuling);
+                currentRuling = nextEdge;
+            }
+        }
+
+        horizontalRulings.add(currentRuling);
+
+        return horizontalRulings;
+    }
+
+    private List<Line2D.Float> mergeVerticalEdges(List<Line2D.Float> verticalEdges) {
+        if (verticalEdges.size() == 0) {
+            return verticalEdges;
+        }
+
+        List<Line2D.Float> verticalRulings = new ArrayList<Line2D.Float>();
+
+        // sort by left-topmost first
+        Collections.sort(verticalEdges, new Comparator<Line2D.Float>() {
+            @Override
+            public int compare(Line2D.Float o1, Line2D.Float o2) {
+                if (o1.equals(o2)) {
+                    return 0;
+                }
+
+                if (o1.x1 == o2.x1) {
+                    return Float.compare(o1.y1, o2.y1);
+                } else {
+                    return Float.compare(o1.x1, o2.x1);
+                }
+            }
+        });
+
+        Line2D.Float currentRuling = verticalEdges.get(0);
+        for (int i=1; i<verticalEdges.size(); i++) {
+            Line2D.Float nextEdge = verticalEdges.get(i);
+
+            if (currentRuling.x1 == nextEdge.x1 &&
+                    nextEdge.y1 >= currentRuling.y1 &&
+                    nextEdge.y1 <= currentRuling.y2) {
+                // line segment is part of the current line
+                currentRuling.y2 = Math.max(nextEdge.y2, currentRuling.y2);
+            } else {
+                // store the complete line and continue
+                verticalRulings.add(currentRuling);
+                currentRuling = nextEdge;
+            }
+        }
+
+        verticalRulings.add(currentRuling);
+
+        return verticalRulings;
+    }
+
     private void debug(Collection<? extends Shape> shapes) {
         Color[] COLORS = { new Color(27, 158, 119),
                 new Color(217, 95, 2), new Color(117, 112, 179),
@@ -277,6 +372,11 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
         // create table areas based on cell group
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
         for (List<Rectangle> cellGroup : cellGroups) {
+            // less than four cells should not make a table
+            if (cellGroup.size() < 4) {
+                continue;
+            }
+
             float top = Float.MAX_VALUE;
             float left = Float.MAX_VALUE;
             float bottom = Float.MIN_VALUE;

From ba1f67bd164e39e96731d80ffaf55c1e0a4a0b90 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 5 Jan 2016 15:50:08 -0500
Subject: [PATCH 035/364] Extend table areas using intersecting vertical lines
 and intersecting text as guidelines

---
 .gitignore                                    |   1 +
 .../detectors/NurminenDetectionAlgorithm.java | 117 +++++++++++++++++-
 2 files changed, 112 insertions(+), 6 deletions(-)

diff --git a/.gitignore b/.gitignore
index ae70ab5f..21c8715b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,5 +3,6 @@
 .project
 .classpath
 /bin/
+/src/test/**/*.jpg
 /target/
 *.iml
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 95f87fcf..3205bec7 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -31,6 +31,7 @@
 public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
 
     private static final int GRAYSCALE_INTENSITY_THRESHOLD = 25;
+    private static final float TABLE_PADDING_AMOUNT = 1.0f;
 
     private static final Comparator<Point2D.Float> pointComparator = new Comparator<Point2D.Float>() {
         @Override
@@ -90,7 +91,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
-
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
         List<Rectangle> cells = null;
         Set<Point2D.Float> crossingPoints = null;
@@ -103,15 +103,18 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             // next get the crossing points of all the edges
             crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
 
+            // merge the edge lines into rulings - this makes finding edges between crossing points in the next step easier
             horizontalRulings = this.mergeHorizontalEdges(horizontalRulings);
             verticalRulings = this.mergeVerticalEdges(verticalRulings);
 
+            // use the rulings and points to find cells
             cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
+            // then use those cells to make table areas
             tableAreas = this.getTableAreasFromCells(cells);
         }
 
-        // now find tables based on text position in the document
+        // now find text alignments in the document
         List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
         List<Line> lines = TextChunk.groupByLines(textChunks);
 
@@ -187,6 +190,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
+        // add the leftovers
         for (Integer key : currLeftEdges.keySet()) {
             List<TextChunk> edgeChunks = currLeftEdges.get(key);
             if (edgeChunks.size() >= 4) {
@@ -214,16 +218,117 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
+        //this.debug(lines);
+
         this.debug(leftTextEdges);
         this.debug(midTextEdges);
         this.debug(rightTextEdges);
 
+        // next find any vertical rulings that intersect tables - sometimes these won't have completely been captured as
+        // cells if there are missing horizontal lines (which there often are)
+        // let's assume though that these lines should be part of the table
+        //Map<Line2D.Float, Rectangle> verticalTableRulings = new HashMap<Line2D.Float, Rectangle>();
+        for (Line2D.Float verticalRuling : verticalRulings) {
+            for (Rectangle tableArea : tableAreas) {
+                if (verticalRuling.intersects(tableArea) &&
+                        !(tableArea.contains(verticalRuling.getP1()) && tableArea.contains(verticalRuling.getP2()))) {
+
+                    //verticalTableRulings.put(verticalRuling, tableArea);
+                    tableArea.setTop((float)Math.floor(Math.min(tableArea.getTop(), verticalRuling.getY1())));
+                    tableArea.setBottom((float)Math.ceil(Math.max(tableArea.getBottom(), verticalRuling.getY2())));
+                    break;
+                }
+            }
+        }
+
+        // the tabula Page coordinate space is half the size of the PDFBox image coordinate space
+        // so halve the table area size before proceeding and add a bit of padding to make sure we capture everything
         for (Rectangle area : tableAreas) {
-            area.x = (float)Math.floor(area.x/2);
-            area.y = (float)Math.floor(area.y/2);
-            area.width = (float)Math.ceil(area.width/2);
-            area.height = (float)Math.ceil(area.height/2);
+            area.x = (float)Math.floor(area.x/2) - TABLE_PADDING_AMOUNT;
+            area.y = (float)Math.floor(area.y/2) - TABLE_PADDING_AMOUNT;
+            area.width = (float)Math.ceil(area.width/2) + TABLE_PADDING_AMOUNT;
+            area.height = (float)Math.ceil(area.height/2) + TABLE_PADDING_AMOUNT;
+        }
+
+        // now look at each text row and see what kind of and how many vertical rulings it intersects
+        // this will help us figure out what text rows should be part of a table
+
+        // first look for text rows that intersect an existing table - those lines should probably be part of the table
+        for (Line textRow : lines) {
+            for (Rectangle tableArea : tableAreas) {
+                if (!tableArea.contains(textRow) && textRow.intersects(tableArea)) {
+                    // expand the table area to contain the rest of the text row
+                    tableArea.setLeft((float)Math.floor(Math.min(textRow.getLeft(), tableArea.getLeft())));
+                    tableArea.setRight((float)Math.ceil(Math.max(textRow.getRight(), tableArea.getRight())));
+                }
+            }
+        }
+
+        //this.debug(verticalTableRulings.keySet());
+
+        // again look for text that intersects one of these rulings and extend the table accordingly
+        /*
+        for (Line textRow : lines) {
+            for (Line2D.Float verticalRuling : verticalTableRulings.keySet()) {
+                if (verticalRuling.intersects(textRow)) {
+                    Rectangle tableArea = verticalTableRulings.get(verticalRuling);
+
+                    if (!tableArea.contains(textRow)) {
+                        tableArea.setLeft(Math.min(textRow.getLeft(), tableArea.getLeft()));
+                        tableArea.setTop(Math.min(textRow.getTop(), tableArea.getTop()));
+                        tableArea.setRight(Math.max(textRow.getRight(), tableArea.getRight()));
+                        tableArea.setBottom(Math.max(textRow.getBottom(), tableArea.getBottom()));
+                    }
+                }
+            }
+        }
+
+        // then use the text edges as a guide to what rows should be part of tables
+        // first find edges that intersect existing table areas
+
+        List<Line2D.Float> allTextEdges = new ArrayList<Line2D.Float>(leftTextEdges);
+        allTextEdges.addAll(midTextEdges);
+        allTextEdges.addAll(rightTextEdges);
+
+        for (Line2D.Float edge : allTextEdges) {
+            for (Rectangle tableArea : tableAreas) {
+                if (!(tableArea.contains(edge.getP1()) && tableArea.contains(edge.getP2())) &&
+                        edge.intersects(tableArea)) {
+
+                    // ok this line intersects. now find all intersecting text lines that aren't in the table
+                    // maybe they should be part of it!
+                    // decide based on spacing of rows above and below and whether those rows are part of a table
+
+                    float tableRowHeight = 0f;
+                    float tableRowDistance = 0f;
+
+                    Iterator<Line> iterator = lines.iterator();
+                    Line prevRow = iterator.next();
+
+                    while (prevRow != null && iterator.hasNext()) {
+                        Line currRow = iterator.next();
+
+                        if (tableArea.contains(currRow) && tableArea.contains(prevRow)) {
+                            tableRowHeight = currRow.height;
+                            tableRowDistance = currRow.getTop() - prevRow.getTop();
+                        } else if (tableArea.contains(prevRow) && !tableArea.contains(currRow) &&
+                                tableRowDistance > 0 && currRow.intersectsLine(edge)) {
+
+                            float heightDiff = Math.abs(tableRowHeight - currRow.height);
+                            float distanceDiff = Math.abs(tableRowDistance - (currRow.getTop() - prevRow.getTop()));
+
+                            if (heightDiff <= 1.0 && distanceDiff <= 1.0) {
+                                // let's extend the table down to include this row
+                                tableArea.setBottom(currRow.getBottom());
+                            }
+                        }
+
+                        prevRow = currRow;
+                    }
+                }
+            }
         }
+        */
 
         this.debug(tableAreas);
 

From 6f73a39df3637b634b86003f9060d88f39669f03 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 5 Jan 2016 15:50:52 -0500
Subject: [PATCH 036/364] Add a switch to TestTableDetection so that it will
 spit out statistics instead of failing when something unexpected happens

---
 .../technology/tabula/TestTableDetection.java | 104 +++++++++++++++++-
 1 file changed, 98 insertions(+), 6 deletions(-)

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index ebcbd3c6..e4ec0026 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -1,11 +1,17 @@
 package technology.tabula;
 
 import java.io.File;
+import java.io.FileWriter;
 import java.io.FilenameFilter;
+import java.io.IOException;
+import java.nio.file.Files;
 import java.util.*;
 
 import static org.junit.Assert.*;
 
+import com.google.gson.Gson;
+import com.google.gson.JsonObject;
+import org.junit.BeforeClass;
 import org.junit.Ignore;
 import org.junit.Test;
 import org.junit.runner.RunWith;
@@ -26,6 +32,18 @@
 @RunWith(Parameterized.class)
 public class TestTableDetection {
 
+    private class TestStatistics {
+        public int numExpectedTables;
+        public int numDetectedTables;
+        public TestStatistics() {
+            this.numExpectedTables = 0;
+            this.numDetectedTables = 0;
+        }
+    }
+
+    private static final String STATISTICS_FILE = "src/test/resources/technology/tabula/icdar2013-dataset/test-statistics.json";
+    private static final boolean ASSERT = true;
+
     @Parameterized.Parameters
     public static Collection<Object[]> data() {
         String[] regionCodes = {"eu", "us"};
@@ -51,9 +69,21 @@ public boolean accept(File dir, String name) {
         return data;
     }
 
+    @BeforeClass
+    public static void clearStats() {
+        try {
+            File statsFile = new File(STATISTICS_FILE);
+            statsFile.delete();
+        } catch (Exception e) {
+            // file must not exist in the first place
+        }
+    }
+
     private File pdf;
     private DocumentBuilder builder;
 
+    private TestStatistics stats;
+
     public TestTableDetection(File pdf) {
         this.pdf = pdf;
 
@@ -62,6 +92,27 @@ public TestTableDetection(File pdf) {
             this.builder = factory.newDocumentBuilder();
         } catch (Exception e) {
         }
+
+        // read in the overall test statistics
+        Gson gson = new Gson();
+        String statsJson;
+        try {
+            statsJson = UtilsForTesting.loadJson(STATISTICS_FILE);
+            this.stats = gson.fromJson(statsJson, TestStatistics.class);
+        } catch (IOException ioe) {
+            // file must not exist
+            this.stats = new TestStatistics();
+        }
+    }
+
+    private void saveStats() {
+        try {
+            FileWriter w = new FileWriter(STATISTICS_FILE);
+            Gson gson = new Gson();
+            w.write(gson.toJson(this.stats));
+            w.close();
+        } catch (Exception e) {
+        }
     }
 
     private void printTables(Map<Integer, List<Rectangle>> tables) {
@@ -87,6 +138,7 @@ public void testDetectionOfTables() throws Exception {
 
         // parse expected tables from the ground truth dataset
         Map<Integer, List<Rectangle>> expectedTables = new HashMap<Integer, List<Rectangle>>();
+        int numExpectedTables = 0;
 
         for (int i=0; i<tables.getLength(); i++) {
 
@@ -118,8 +170,12 @@ public void testDetectionOfTables() throws Exception {
             float height = y2 - y1;
 
             pageTables.add(new Rectangle(top, left, width, height));
+            numExpectedTables++;
         }
 
+        // save some stats
+        this.stats.numExpectedTables += numExpectedTables;
+
         // now find tables detected by tabula-java
         Map<Integer, List<Rectangle>> detectedTables = new HashMap<Integer, List<Rectangle>>();
 
@@ -145,37 +201,73 @@ public void testDetectionOfTables() throws Exception {
         System.out.println("Detected Tables:");
         this.printTables(detectedTables);
 
-        assertEquals("Did not detect tables on the same number of pages", expectedTables.size(), detectedTables.size());
+        if (ASSERT) {
+            assertEquals("Did not detect tables on the same number of pages", expectedTables.size(), detectedTables.size());
+        } else if (expectedTables.size() != detectedTables.size()) {
+            System.out.println("Did not detect tables on the same number of pages");
+        }
 
         for (Integer page : expectedTables.keySet()) {
             List<Rectangle> expectedPageTables = expectedTables.get(page);
             List<Rectangle> detectedPageTables = detectedTables.get(page);
 
-            assertNotNull("Expected tables not found on page " + page.toString(), detectedPageTables);
+            if (ASSERT) {
+                assertNotNull("Expected tables not found on page " + page.toString(), detectedPageTables);
+            } else if (detectedPageTables == null) {
+                System.out.println("Expected tables not found on page " + page.toString());
+                continue;
+            }
 
-            assertEquals("Did not find the same number of tables on page " + page.toString(), expectedPageTables.size(), detectedPageTables.size());
+            int maxTableNum = expectedPageTables.size();
+            if (ASSERT) {
+                assertEquals("Did not find the same number of tables on page " + page.toString(), expectedPageTables.size(), detectedPageTables.size());
+            } else if (expectedPageTables.size() != detectedPageTables.size()) {
+                System.out.println("Did not find the same number of tables on page " + page.toString());
+                maxTableNum = Math.min(expectedPageTables.size(), detectedPageTables.size());
+            }
 
             // from http://www.orsigiorgio.net/wp-content/papercite-data/pdf/gho*12.pdf (comparing regions):
             // for other (e.g.“black-box”) algorithms, bounding boxes and content are used. A region is correct if it
             // contains the minimal bounding box of the ground truth without intersecting additional content.
-            for (int i=0; i<detectedPageTables.size(); i++) {
+            int correctlyDetected = 0;
+            for (int i=0; i<maxTableNum; i++) {
                 Rectangle detectedTable = detectedPageTables.get(i);
                 Rectangle expectedTable = expectedPageTables.get(i);
 
                 // make sure the detected table contains the expected table
-                assertTrue(detectedTable.toString() + "\ndoes not contain " + expectedTable.toString(), detectedTable.contains(expectedTable));
+                if (ASSERT) {
+                    assertTrue(detectedTable.toString() + "\ndoes not contain " + expectedTable.toString(), detectedTable.contains(expectedTable));
+                } else if (!detectedTable.contains(expectedTable)) {
+                    System.out.println(detectedTable.toString() + "\ndoes not contain " + expectedTable.toString());
+                    continue;
+                }
 
                 // now make sure it doesn't intersect any other tables on the page
+                Rectangle incorrectlyIntersectedTable = null;
                 for (int j=0; j<expectedPageTables.size(); j++) {
                     if (j != i) {
                         Rectangle otherTable = expectedPageTables.get(j);
-                        assertFalse(detectedTable.toString() + "\nintersects " + otherTable.toString(), detectedTable.intersects(otherTable));
+                        if (ASSERT) {
+                            assertFalse(detectedTable.toString() + "\nintersects " + otherTable.toString(), detectedTable.intersects(otherTable));
+                        } else if (detectedTable.intersects(otherTable)) {
+                            incorrectlyIntersectedTable = otherTable;
+                            break;
+                        }
                     }
                 }
 
+                if (incorrectlyIntersectedTable != null) {
+                    System.out.println(detectedTable.toString() + "\nintersects " + incorrectlyIntersectedTable.toString());
+                    continue;
+                }
+
                 // made it, this table checks out
                 System.out.println("Table " + i + " on page " + page.toString() + " OK");
+                correctlyDetected++;
             }
+
+            this.stats.numDetectedTables += correctlyDetected;
+            this.saveStats();
         }
     }
 }

From b724df02654715c30f1711d8de145da0a79c7802 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 5 Jan 2016 15:51:32 -0500
Subject: [PATCH 037/364] Ignore ground truth test stats

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 21c8715b..0247d35b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,5 +4,6 @@
 .classpath
 /bin/
 /src/test/**/*.jpg
+/src/test/resources/technology/tabula/icdar2013-dataset/test-statistics.json
 /target/
 *.iml

From ed97302923412506c64ca27f3e6457ab4c467f77 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 5 Jan 2016 16:31:37 -0500
Subject: [PATCH 038/364] Remove duplicate discovered tables

---
 .../detectors/NurminenDetectionAlgorithm.java | 21 +++++++++++++++++--
 1 file changed, 19 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 3205bec7..014f70bf 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -330,9 +330,26 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         }
         */
 
-        this.debug(tableAreas);
+        // before we return the table areas remove all duplicates
+        Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {
+            @Override
+            public int compare(Rectangle o1, Rectangle o2) {
 
-        return tableAreas;
+                float overlap = o1.overlapRatio(o2);
+                System.out.println("Overlap ratio of " + o1.toString() + " and " + o2.toString() + " is " + overlap);
+                if (overlap >= 0.98) {
+                    return 0;
+                } else {
+                    return 1;
+                }
+            }
+        });
+
+        tableSet.addAll(tableAreas);
+
+        this.debug(tableSet);
+
+        return new ArrayList<Rectangle>(tableSet);
     }
 
     private List<Line2D.Float> mergeHorizontalEdges(List<Line2D.Float> horizontalEdges) {

From a26ce2517ae353e046cbf6e426eb8b6da374f992 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 6 Jan 2016 10:14:17 -0500
Subject: [PATCH 039/364] A couple quick fixes that will get a couple more
 tables correctly detected

---
 .../detectors/NurminenDetectionAlgorithm.java | 97 ++++++-------------
 1 file changed, 32 insertions(+), 65 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 014f70bf..59644f22 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -264,79 +264,29 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
-        //this.debug(verticalTableRulings.keySet());
+        // lastly, there may be some tables that don't have any vertical rulings at all
+        // use the text edges we've found to try and guess which text rows are part of a table
+        // candidate heuristics:
+        // two or more of the same type of edge? - then follow the edge to the end? or follow but only take rows that are a similar space apart
+        // or - find the rows with multiples of the same type of edge, and take those to be the default
+        // only take rows who have similar amounts of the same edge
 
-        // again look for text that intersects one of these rulings and extend the table accordingly
-        /*
-        for (Line textRow : lines) {
-            for (Line2D.Float verticalRuling : verticalTableRulings.keySet()) {
-                if (verticalRuling.intersects(textRow)) {
-                    Rectangle tableArea = verticalTableRulings.get(verticalRuling);
-
-                    if (!tableArea.contains(textRow)) {
-                        tableArea.setLeft(Math.min(textRow.getLeft(), tableArea.getLeft()));
-                        tableArea.setTop(Math.min(textRow.getTop(), tableArea.getTop()));
-                        tableArea.setRight(Math.max(textRow.getRight(), tableArea.getRight()));
-                        tableArea.setBottom(Math.max(textRow.getBottom(), tableArea.getBottom()));
-                    }
-                }
-            }
-        }
-
-        // then use the text edges as a guide to what rows should be part of tables
-        // first find edges that intersect existing table areas
-
-        List<Line2D.Float> allTextEdges = new ArrayList<Line2D.Float>(leftTextEdges);
-        allTextEdges.addAll(midTextEdges);
-        allTextEdges.addAll(rightTextEdges);
-
-        for (Line2D.Float edge : allTextEdges) {
-            for (Rectangle tableArea : tableAreas) {
-                if (!(tableArea.contains(edge.getP1()) && tableArea.contains(edge.getP2())) &&
-                        edge.intersects(tableArea)) {
-
-                    // ok this line intersects. now find all intersecting text lines that aren't in the table
-                    // maybe they should be part of it!
-                    // decide based on spacing of rows above and below and whether those rows are part of a table
-
-                    float tableRowHeight = 0f;
-                    float tableRowDistance = 0f;
-
-                    Iterator<Line> iterator = lines.iterator();
-                    Line prevRow = iterator.next();
-
-                    while (prevRow != null && iterator.hasNext()) {
-                        Line currRow = iterator.next();
-
-                        if (tableArea.contains(currRow) && tableArea.contains(prevRow)) {
-                            tableRowHeight = currRow.height;
-                            tableRowDistance = currRow.getTop() - prevRow.getTop();
-                        } else if (tableArea.contains(prevRow) && !tableArea.contains(currRow) &&
-                                tableRowDistance > 0 && currRow.intersectsLine(edge)) {
-
-                            float heightDiff = Math.abs(tableRowHeight - currRow.height);
-                            float distanceDiff = Math.abs(tableRowDistance - (currRow.getTop() - prevRow.getTop()));
-
-                            if (heightDiff <= 1.0 && distanceDiff <= 1.0) {
-                                // let's extend the table down to include this row
-                                tableArea.setBottom(currRow.getBottom());
-                            }
-                        }
-
-                        prevRow = currRow;
-                    }
-                }
-            }
-        }
-        */
 
         // before we return the table areas remove all duplicates
         Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {
             @Override
             public int compare(Rectangle o1, Rectangle o2) {
+                if (o1.equals(o2)) {
+                    return 0;
+                }
+
+                // o1 is "equal" to o2 if o2 contains all of o1
+                if (o2.contains(o1)) {
+                    return 0;
+                }
 
+                // otherwise see if these tables are "mostly" the same
                 float overlap = o1.overlapRatio(o2);
-                System.out.println("Overlap ratio of " + o1.toString() + " and " + o2.toString() + " is " + overlap);
                 if (overlap >= 0.98) {
                     return 0;
                 } else {
@@ -347,6 +297,23 @@ public int compare(Rectangle o1, Rectangle o2) {
 
         tableSet.addAll(tableAreas);
 
+        // get rid of tables that DO NOT intersect any text areas - these are likely graphs or some sort of graphic
+        for (Iterator<Rectangle> iterator = tableSet.iterator(); iterator.hasNext();) {
+            Rectangle table = iterator.next();
+
+            boolean intersectsText = false;
+            for (Line textRow : lines) {
+                if (table.intersects(textRow)) {
+                    intersectsText = true;
+                    break;
+                }
+            }
+
+            if (!intersectsText) {
+                iterator.remove();
+            }
+        }
+
         this.debug(tableSet);
 
         return new ArrayList<Rectangle>(tableSet);

From 47b0b5be5b8d41200a27fef91cacc03c5876a911 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 6 Jan 2016 13:37:51 -0500
Subject: [PATCH 040/364] Add some contstants for easier tweaking and a 2x
 debug method

---
 .../detectors/NurminenDetectionAlgorithm.java | 74 ++++++++++++++-----
 1 file changed, 57 insertions(+), 17 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 59644f22..c983a8b0 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -31,7 +31,14 @@
 public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
 
     private static final int GRAYSCALE_INTENSITY_THRESHOLD = 25;
+    private static final int HORIZONTAL_EDGE_WIDTH_MINIMUM = 50;
+    private static final int VERTICAL_EDGE_HEIGHT_MINIMUM = 10;
+    private static final int CELL_CORNER_DISTANCE_MAXIMUM = 10;
+    private static final float POINT_SNAP_DISTANCE_THRESHOLD = 8f;
     private static final float TABLE_PADDING_AMOUNT = 1.0f;
+    private static final int REQUIRED_TEXT_LINES_FOR_EDGE = 4;
+    private static final int REQUIRED_CELLS_FOR_TABLE = 4;
+    private static final float IDENTICAL_TABLE_OVERLAP_RATIO = 0.98f;
 
     private static final Comparator<Point2D.Float> pointComparator = new Comparator<Point2D.Float>() {
         @Override
@@ -49,6 +56,7 @@ public int compare(Point2D.Float o1, Point2D.Float o2) {
     };
 
     BufferedImage debugImage;
+    BufferedImage debugImage2x;
     String debugFileOut;
 
     @Override
@@ -72,6 +80,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         try {
             image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
             debugImage = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 72);
+            debugImage2x = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 144);
         } catch (IOException e) {
             return new ArrayList<Rectangle>();
         }
@@ -98,7 +107,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // if we found some edges, try to find some tables based on them
         if (allEdges.size() > 0) {
             // now we need to snap edge endpoints to a grid
-            Utils.snapPoints(allEdges, 8f, 8f);
+            Utils.snapPoints(allEdges, POINT_SNAP_DISTANCE_THRESHOLD, POINT_SNAP_DISTANCE_THRESHOLD);
 
             // next get the crossing points of all the edges
             crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
@@ -152,7 +161,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                     if (key > left && key < right) {
                         iterator.remove();
                         List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= 4) {
+                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                             TextChunk first = edgeChunks.get(0);
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
                             leftTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
@@ -166,7 +175,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                     if (key > left && key < right && Math.abs(key - mid) > 2) {
                         iterator.remove();
                         List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= 4) {
+                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                             TextChunk first = edgeChunks.get(0);
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
                             midTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
@@ -180,7 +189,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                     if (key > left && key < right) {
                         iterator.remove();
                         List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= 4) {
+                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                             TextChunk first = edgeChunks.get(0);
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
                             rightTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
@@ -193,7 +202,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // add the leftovers
         for (Integer key : currLeftEdges.keySet()) {
             List<TextChunk> edgeChunks = currLeftEdges.get(key);
-            if (edgeChunks.size() >= 4) {
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                 TextChunk first = edgeChunks.get(0);
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
                 leftTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
@@ -202,7 +211,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         for (Integer key : currMidEdges.keySet()) {
             List<TextChunk> edgeChunks = currMidEdges.get(key);
-            if (edgeChunks.size() >= 4) {
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                 TextChunk first = edgeChunks.get(0);
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
                 midTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
@@ -211,7 +220,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         for (Integer key : currRightEdges.keySet()) {
             List<TextChunk> edgeChunks = currRightEdges.get(key);
-            if (edgeChunks.size() >= 4) {
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                 TextChunk first = edgeChunks.get(0);
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
                 rightTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
@@ -220,9 +229,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         //this.debug(lines);
 
-        this.debug(leftTextEdges);
-        this.debug(midTextEdges);
-        this.debug(rightTextEdges);
+        //this.debug(leftTextEdges);
+        //this.debug(midTextEdges);
+        //this.debug(rightTextEdges);
 
         // next find any vertical rulings that intersect tables - sometimes these won't have completely been captured as
         // cells if there are missing horizontal lines (which there often are)
@@ -287,7 +296,7 @@ public int compare(Rectangle o1, Rectangle o2) {
 
                 // otherwise see if these tables are "mostly" the same
                 float overlap = o1.overlapRatio(o2);
-                if (overlap >= 0.98) {
+                if (overlap >= IDENTICAL_TABLE_OVERLAP_RATIO) {
                     return 0;
                 } else {
                     return 1;
@@ -408,11 +417,21 @@ public int compare(Line2D.Float o1, Line2D.Float o2) {
     }
 
     private void debug(Collection<? extends Shape> shapes) {
+        this.debug(shapes, false);
+    }
+
+    private void debug(Collection<? extends Shape> shapes, boolean twox) {
         Color[] COLORS = { new Color(27, 158, 119),
                 new Color(217, 95, 2), new Color(117, 112, 179),
                 new Color(231, 41, 138), new Color(102, 166, 30) };
 
-        Graphics2D g = (Graphics2D) debugImage.getGraphics();
+        Graphics2D g;
+
+        if (twox) {
+            g = (Graphics2D) debugImage2x.getGraphics();
+        } else {
+            g = (Graphics2D) debugImage.getGraphics();
+        }
 
         g.setStroke(new BasicStroke(2f));
         int i = 0;
@@ -423,7 +442,28 @@ private void debug(Collection<? extends Shape> shapes) {
         }
 
         try {
-            ImageIOUtil.writeImage(debugImage, debugFileOut, 72);
+            ImageIOUtil.writeImage(twox ? debugImage2x : debugImage, debugFileOut, twox ? 144 : 72);
+        } catch (IOException e) {
+        }
+    }
+
+    private void debugPoints(Collection<Point2D.Float> points) {
+        Color[] COLORS = { new Color(27, 158, 119),
+                new Color(217, 95, 2), new Color(117, 112, 179),
+                new Color(231, 41, 138), new Color(102, 166, 30) };
+
+        Graphics2D g = (Graphics2D) debugImage2x.getGraphics();
+
+        g.setStroke(new BasicStroke(2f));
+        int i = 0;
+
+        for (Point2D.Float p : points) {
+            g.setColor(COLORS[(i++) % 5]);
+            g.drawOval((int)Math.floor(p.getX()) - 5, (int)Math.floor(p.getY()) - 5, 10, 10);
+        }
+
+        try {
+            ImageIOUtil.writeImage(debugImage2x, debugFileOut, 144);
         } catch (IOException e) {
         }
     }
@@ -441,7 +481,7 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
 
                     for (int i=0; i<candidateCorners.length; i++) {
                         for (int j=0; j<groupCellCorners.length; j++) {
-                            if (candidateCorners[i].distance(groupCellCorners[j]) < 10) {
+                            if (candidateCorners[i].distance(groupCellCorners[j]) < CELL_CORNER_DISTANCE_MAXIMUM) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
                                 break cellCheck;
@@ -462,7 +502,7 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
         for (List<Rectangle> cellGroup : cellGroups) {
             // less than four cells should not make a table
-            if (cellGroup.size() < 4) {
+            if (cellGroup.size() < REQUIRED_CELLS_FOR_TABLE) {
                 continue;
             }
 
@@ -618,7 +658,7 @@ private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
 
                     int endX = lineX - 1;
                     int lineWidth = endX - x;
-                    if (lineWidth > 100) {
+                    if (lineWidth > HORIZONTAL_EDGE_WIDTH_MINIMUM) {
                         horizontalRulings.add(new Line2D.Float(x, y, endX, y));
                     }
                 }
@@ -678,7 +718,7 @@ private List<Line2D.Float> getVerticalRulings(BufferedImage image) {
 
                     int endY = lineY - 1;
                     int lineLength = endY - y;
-                    if (lineLength > 10) {
+                    if (lineLength > VERTICAL_EDGE_HEIGHT_MINIMUM) {
                         verticalRulings.add(new Line2D.Float(x, y, x, endY));
                     }
                 }

From 1508576abc0cedcf886b8f0ac7c6518c7a8caad7 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 7 Jan 2016 12:44:49 -0500
Subject: [PATCH 041/364] Use text edges to find other candidate tables

---
 .../detectors/NurminenDetectionAlgorithm.java | 181 ++++++++++++++++--
 1 file changed, 161 insertions(+), 20 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index c983a8b0..3418bfbd 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -55,6 +55,20 @@ public int compare(Point2D.Float o1, Point2D.Float o2) {
         }
     };
 
+    private static final class TextEdge extends Line2D.Float {
+        public static final int LEFT = 0;
+        public static final int MID = 1;
+        public static final int RIGHT = 2;
+        public static final int NUM_TYPES = 3;
+
+        public int intersectingTextRowCount;
+
+        public TextEdge(float x1, float y1, float x2, float y2) {
+            super(x1, y1, x2, y2);
+            this.intersectingTextRowCount = 0;
+        }
+    }
+
     BufferedImage debugImage;
     BufferedImage debugImage2x;
     String debugFileOut;
@@ -127,9 +141,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
         List<Line> lines = TextChunk.groupByLines(textChunks);
 
-        List<Line2D.Float> leftTextEdges = new ArrayList<Line2D.Float>();
-        List<Line2D.Float> midTextEdges = new ArrayList<Line2D.Float>();
-        List<Line2D.Float> rightTextEdges = new ArrayList<Line2D.Float>();
+        List<TextEdge> leftTextEdges = new ArrayList<TextEdge>();
+        List<TextEdge> midTextEdges = new ArrayList<TextEdge>();
+        List<TextEdge> rightTextEdges = new ArrayList<TextEdge>();
 
         Map<Integer, List<TextChunk>> currLeftEdges = new HashMap<Integer, List<TextChunk>>();
         Map<Integer, List<TextChunk>> currMidEdges = new HashMap<Integer, List<TextChunk>>();
@@ -164,7 +178,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                         if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                             TextChunk first = edgeChunks.get(0);
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-                            leftTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+
+                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                            edge.intersectingTextRowCount = edgeChunks.size();
+
+                            leftTextEdges.add(edge);
                         }
                     }
                 }
@@ -178,7 +196,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                         if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                             TextChunk first = edgeChunks.get(0);
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-                            midTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+
+                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                            edge.intersectingTextRowCount = edgeChunks.size();
+
+                            midTextEdges.add(edge);
                         }
                     }
                 }
@@ -192,7 +214,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                         if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                             TextChunk first = edgeChunks.get(0);
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-                            rightTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+
+                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                            edge.intersectingTextRowCount = edgeChunks.size();
+
+                            rightTextEdges.add(edge);
                         }
                     }
                 }
@@ -205,7 +231,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                 TextChunk first = edgeChunks.get(0);
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-                leftTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+
+                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                edge.intersectingTextRowCount = edgeChunks.size();
+
+                leftTextEdges.add(edge);
             }
         }
 
@@ -214,7 +244,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                 TextChunk first = edgeChunks.get(0);
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-                midTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+
+                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                edge.intersectingTextRowCount = edgeChunks.size();
+
+                midTextEdges.add(edge);
             }
         }
 
@@ -223,26 +257,26 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
                 TextChunk first = edgeChunks.get(0);
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-                rightTextEdges.add(new Line2D.Float(key, first.getTop(), key, last.getBottom()));
+
+                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                edge.intersectingTextRowCount = edgeChunks.size();
+
+                rightTextEdges.add(edge);
             }
         }
 
-        //this.debug(lines);
-
-        //this.debug(leftTextEdges);
-        //this.debug(midTextEdges);
-        //this.debug(rightTextEdges);
+        this.debug(leftTextEdges);
+        this.debug(midTextEdges);
+        this.debug(rightTextEdges);
 
         // next find any vertical rulings that intersect tables - sometimes these won't have completely been captured as
         // cells if there are missing horizontal lines (which there often are)
         // let's assume though that these lines should be part of the table
-        //Map<Line2D.Float, Rectangle> verticalTableRulings = new HashMap<Line2D.Float, Rectangle>();
         for (Line2D.Float verticalRuling : verticalRulings) {
             for (Rectangle tableArea : tableAreas) {
                 if (verticalRuling.intersects(tableArea) &&
                         !(tableArea.contains(verticalRuling.getP1()) && tableArea.contains(verticalRuling.getP2()))) {
 
-                    //verticalTableRulings.put(verticalRuling, tableArea);
                     tableArea.setTop((float)Math.floor(Math.min(tableArea.getTop(), verticalRuling.getY1())));
                     tableArea.setBottom((float)Math.ceil(Math.max(tableArea.getBottom(), verticalRuling.getY2())));
                     break;
@@ -275,11 +309,118 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         // lastly, there may be some tables that don't have any vertical rulings at all
         // use the text edges we've found to try and guess which text rows are part of a table
-        // candidate heuristics:
-        // two or more of the same type of edge? - then follow the edge to the end? or follow but only take rows that are a similar space apart
-        // or - find the rows with multiples of the same type of edge, and take those to be the default
-        // only take rows who have similar amounts of the same edge
 
+        // in his thesis nurminen goes through every row to try to assign a probability that the line is in a table
+        // we're going to try a general heuristic instead, trying to find what type of edge (left/right/mid) intersects
+        // the most text rows, and then use that magic number of "relevant" edges to decide what text rows should be
+        // part of a table.
+
+        // first we'll find the number of lines each type of edge crosses
+        int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
+
+        for (TextEdge edge : leftTextEdges) {
+            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.LEFT]++;
+        }
+
+        for (TextEdge edge : midTextEdges) {
+            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.MID]++;
+        }
+
+        for (TextEdge edge : rightTextEdges) {
+            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.RIGHT]++;
+        }
+
+        // now let's find the relevant edge type and the number of those edges we should look for
+        // we'll only take a minimum of two edges to look for tables
+        int relevantEdgeType = -1;
+        int relevantEdgeCount = 0;
+        for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
+            if (edgeCountsPerLine[i][TextEdge.LEFT] > 1 &&
+                    edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
+                    edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.MID]) {
+                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.LEFT];
+                relevantEdgeType = TextEdge.LEFT;
+                break;
+            }
+
+            if (edgeCountsPerLine[i][TextEdge.RIGHT] > 1 &&
+                    edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.LEFT] &&
+                    edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.MID]) {
+                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.RIGHT];
+                relevantEdgeType = TextEdge.RIGHT;
+                break;
+            }
+
+            if (edgeCountsPerLine[i][TextEdge.MID] > 1 &&
+                    edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
+                    edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.LEFT]) {
+                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.MID];
+                relevantEdgeType = TextEdge.MID;
+                break;
+            }
+        }
+
+        // we found something relevant so let's look for rows that fit our criteria
+        if (relevantEdgeType != -1) {
+            List<TextEdge> relevantEdges = null;
+            switch(relevantEdgeType) {
+                case TextEdge.LEFT:
+                    relevantEdges = leftTextEdges;
+                    break;
+                case TextEdge.MID:
+                    relevantEdges = midTextEdges;
+                    break;
+                case TextEdge.RIGHT:
+                    relevantEdges = rightTextEdges;
+                    break;
+            }
+
+            // go through the lines and find the ones that have the correct count of the relevant edges
+            Rectangle table = new Rectangle();
+
+            for (Line textRow : lines) {
+                int numRelevantEdges = 0;
+
+                // for larger tables, be a little lenient on the number of relevant rows the text intersects
+                // for smaller tables, not so much - otherwise we'll end up treating paragraphs as tables too
+                int relativeEdgeDifferenceThreshold = 1;
+                if (relevantEdgeCount <= 3) {
+                    relativeEdgeDifferenceThreshold = 0;
+                }
+
+                for (TextEdge edge : relevantEdges) {
+                    if (textRow.intersectsLine(edge)) {
+                        numRelevantEdges++;
+                    }
+
+                    if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
+                        if (table.getArea() == 0) {
+                            table.setRect(textRow);
+                        } else {
+                            table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
+                            table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
+                            table.setRight(Math.max(table.getRight(), textRow.getRight()));
+                        }
+                    }
+                }
+            }
+
+            if (table.getArea() > 0) {
+                // only add the table if it doesn't overlap with any existing tables
+                // we don't want to get too carried away with adding tables based solely on text
+                boolean overlaps = false;
+                for (Rectangle existing : tableAreas) {
+                    if (table.intersects(existing)) {
+                        overlaps = true;
+                        break;
+                    }
+                }
+
+                if (!overlaps) {
+                    tableAreas.add(table);
+                }
+            }
+        }
 
         // before we return the table areas remove all duplicates
         Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {

From 89e94bc455e05cebbc4e013e9c1db6266b1130ec Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 7 Jan 2016 12:47:25 -0500
Subject: [PATCH 042/364] Add todo notes

---
 .../tabula/detectors/NurminenDetectionAlgorithm.java         | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 3418bfbd..ffdf5792 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -315,6 +315,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // the most text rows, and then use that magic number of "relevant" edges to decide what text rows should be
         // part of a table.
 
+        // TODO: this will only find one text-based table per page. add a loop that removes all text edges that intersect
+        // existing tables until we don't find any tables using text so we can find multiples if they exist
+
+        // TODO: use horizontal lines to find table tops & bottoms
+
         // first we'll find the number of lines each type of edge crosses
         int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
 

From 1f04aa5e067eead2479b8b3a1d9b8085daf4d8c0 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 7 Jan 2016 16:46:11 -0500
Subject: [PATCH 043/364] Use horizontal lines as guides for table start/end;
 stop looking for table rows after a large line break

---
 .../detectors/NurminenDetectionAlgorithm.java | 124 ++++++++++++++++--
 1 file changed, 113 insertions(+), 11 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index ffdf5792..ccf3e645 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -293,6 +293,14 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             area.height = (float)Math.ceil(area.height/2) + TABLE_PADDING_AMOUNT;
         }
 
+        // we're going to want halved horizontal lines later too
+        for (Line2D.Float ruling : horizontalRulings) {
+            ruling.x1 = ruling.x1/2;
+            ruling.y1 = ruling.y1/2;
+            ruling.x2 = ruling.x2/2;
+            ruling.y2 = ruling.y2/2;
+        }
+
         // now look at each text row and see what kind of and how many vertical rulings it intersects
         // this will help us figure out what text rows should be part of a table
 
@@ -318,8 +326,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // TODO: this will only find one text-based table per page. add a loop that removes all text edges that intersect
         // existing tables until we don't find any tables using text so we can find multiples if they exist
 
-        // TODO: use horizontal lines to find table tops & bottoms
-
         // first we'll find the number of lines each type of edge crosses
         int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
 
@@ -336,7 +342,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         }
 
         // now let's find the relevant edge type and the number of those edges we should look for
-        // we'll only take a minimum of two edges to look for tables
+        // we'll only take a minimum of two edges to look for tables TODO try three? different thresholds for different types? probably left edges should need 3 - 3 is the max to get rid of justified columns of text
         int relevantEdgeType = -1;
         int relevantEdgeCount = 0;
         for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
@@ -383,9 +389,28 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             // go through the lines and find the ones that have the correct count of the relevant edges
             Rectangle table = new Rectangle();
 
+            Line prevRow = null;
+            Line firstTableRow = null;
+            Line lastTableRow = null;
+
+            int tableSpaceCount = 0;
+            float totalRowSpacing = 0;
+
             for (Line textRow : lines) {
                 int numRelevantEdges = 0;
 
+                if (firstTableRow != null && tableSpaceCount > 0) {
+                    // check to make sure this text row is within a line or so of the other lines already added
+                    // if it's not, we should stop the table here
+                    float tableLineThreshold = (totalRowSpacing / tableSpaceCount) * 2.5f;
+                    float lineDistance = textRow.getTop() - prevRow.getTop();
+
+                    if (lineDistance > tableLineThreshold) {
+                        lastTableRow = prevRow;
+                        break;
+                    }
+                }
+
                 // for larger tables, be a little lenient on the number of relevant rows the text intersects
                 // for smaller tables, not so much - otherwise we'll end up treating paragraphs as tables too
                 int relativeEdgeDifferenceThreshold = 1;
@@ -397,20 +422,97 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                     if (textRow.intersectsLine(edge)) {
                         numRelevantEdges++;
                     }
+                }
 
-                    if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
-                        if (table.getArea() == 0) {
-                            table.setRect(textRow);
-                        } else {
-                            table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
-                            table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
-                            table.setRight(Math.max(table.getRight(), textRow.getRight()));
-                        }
+                if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
+                    // row is part of a table
+                    if (table.getArea() == 0) {
+                        firstTableRow = textRow;
+                        table.setRect(textRow);
+                    } else {
+                        table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
+                        table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
+                        table.setRight(Math.max(table.getRight(), textRow.getRight()));
+                    }
+
+                    // keep track of table row spacing
+                    if (prevRow != null) {
+                        tableSpaceCount++;
+                        totalRowSpacing += (textRow.getTop() - prevRow.getTop());
+                    }
+                } else {
+                    // no dice
+                    // if we're at the end of the table, save the last row
+                    if (firstTableRow != null && lastTableRow == null) {
+                        lastTableRow = prevRow;
                     }
                 }
+
+                prevRow = textRow;
             }
 
             if (table.getArea() > 0) {
+                if (lastTableRow == null) {
+                    // takes care of one-row tables or tables that end at the bottom of a page
+                    lastTableRow = prevRow;
+                }
+
+                // use the average row height and nearby horizontal lines to extend the table area to get all headings
+                float avgRowHeight;
+                if (tableSpaceCount > 0) {
+                    avgRowHeight = totalRowSpacing / tableSpaceCount;
+                } else {
+                    avgRowHeight = lastTableRow.height;
+                }
+
+                float rowHeightThreshold = avgRowHeight * 1.5f;
+
+                // check lines after the bottom of the table
+                for (Line2D.Float ruling : horizontalRulings) {
+
+                    if (ruling.getY1() < table.getBottom()) {
+                        continue;
+                    }
+
+                    float distanceFromTable = (float)ruling.getY1() - table.getBottom();
+                    if (distanceFromTable <= rowHeightThreshold) {
+                        // use this ruling to help define the table
+                        table.setBottom((float)Math.max(table.getBottom(), ruling.getY1()));
+                        table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
+                        table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+                    } else {
+                        // no use checking any further
+                        break;
+                    }
+                }
+
+                // do the same for lines at the top, but make the threshold greater since table headings tend to be
+                // larger to fit up to two-ish rows of text
+                rowHeightThreshold = avgRowHeight * 2.5f;
+
+                for (int i=horizontalRulings.size() - 1; i>=0; i--) {
+                    Line2D.Float ruling = horizontalRulings.get(i);
+
+                    if (ruling.getY1() > table.getTop()) {
+                        continue;
+                    }
+
+                    float distanceFromTable = table.getTop() - (float)ruling.getY1();
+                    if (distanceFromTable <= rowHeightThreshold) {
+                        table.setTop((float)Math.min(table.getTop(), ruling.getY1()));
+                        table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
+                        table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+                    } else {
+                        break;
+                    }
+                }
+
+                // add a bit of padding since the halved horizontal lines are a little fuzzy anyways
+                table.setTop((float)Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
+                table.setBottom((float)Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
+                table.setLeft((float)Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
+                table.setRight((float)Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
+
                 // only add the table if it doesn't overlap with any existing tables
                 // we don't want to get too carried away with adding tables based solely on text
                 boolean overlaps = false;

From 6e10fd452a05b7cee2ea42c9cb22bd32d08ccece Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Fri, 8 Jan 2016 11:44:18 -0500
Subject: [PATCH 044/364] Loop and remove text lines while finding more tables
 on the same page

---
 .../detectors/NurminenDetectionAlgorithm.java | 660 ++++++++++--------
 1 file changed, 354 insertions(+), 306 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index ccf3e645..a658ceee 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -69,9 +69,18 @@ public TextEdge(float x1, float y1, float x2, float y2) {
         }
     }
 
-    BufferedImage debugImage;
-    BufferedImage debugImage2x;
-    String debugFileOut;
+    private static final class TextEdges extends ArrayList<List<TextEdge>> {
+        public TextEdges(List<TextEdge> leftEdges, List<TextEdge> midEdges, List<TextEdge> rightEdges) {
+            super(3);
+            this.add(leftEdges);
+            this.add(midEdges);
+            this.add(rightEdges);
+        }
+    }
+
+    private BufferedImage debugImage;
+    private BufferedImage debugImage2x;
+    private String debugFileOut;
 
     @Override
     public List<Rectangle> detect(Page page, File referenceDocument) {
@@ -137,138 +146,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             tableAreas = this.getTableAreasFromCells(cells);
         }
 
-        // now find text alignments in the document
-        List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
-        List<Line> lines = TextChunk.groupByLines(textChunks);
-
-        List<TextEdge> leftTextEdges = new ArrayList<TextEdge>();
-        List<TextEdge> midTextEdges = new ArrayList<TextEdge>();
-        List<TextEdge> rightTextEdges = new ArrayList<TextEdge>();
-
-        Map<Integer, List<TextChunk>> currLeftEdges = new HashMap<Integer, List<TextChunk>>();
-        Map<Integer, List<TextChunk>> currMidEdges = new HashMap<Integer, List<TextChunk>>();
-        Map<Integer, List<TextChunk>> currRightEdges = new HashMap<Integer, List<TextChunk>>();
-
-        for (Line textRow : lines) {
-            for (TextChunk text : textRow.getTextElements()) {
-                Integer left = new Integer((int)Math.floor(text.getLeft()));
-                Integer right = new Integer((int)Math.floor(text.getRight()));
-                Integer mid = new Integer(left + ((right - left)/2));
-
-                // first put this chunk into any edge buckets it belongs to
-                List<TextChunk> leftEdge = currLeftEdges.getOrDefault(left, new ArrayList<TextChunk>());
-                leftEdge.add(text);
-                currLeftEdges.put(left, leftEdge);
-
-                List<TextChunk> midEdge = currMidEdges.getOrDefault(mid, new ArrayList<TextChunk>());
-                midEdge.add(text);
-                currMidEdges.put(mid, midEdge);
-
-                List<TextChunk> rightEdge = currRightEdges.getOrDefault(right, new ArrayList<TextChunk>());
-                rightEdge.add(text);
-                currRightEdges.put(right, rightEdge);
-
-                // now see if this text chunk blows up any other edges
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext();) {
-                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
-                    Integer key = entry.getKey();
-                    if (key > left && key < right) {
-                        iterator.remove();
-                        List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                            TextChunk first = edgeChunks.get(0);
-                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = edgeChunks.size();
-
-                            leftTextEdges.add(edge);
-                        }
-                    }
-                }
-
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currMidEdges.entrySet().iterator(); iterator.hasNext();) {
-                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
-                    Integer key = entry.getKey();
-                    if (key > left && key < right && Math.abs(key - mid) > 2) {
-                        iterator.remove();
-                        List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                            TextChunk first = edgeChunks.get(0);
-                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = edgeChunks.size();
-
-                            midTextEdges.add(edge);
-                        }
-                    }
-                }
-
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currRightEdges.entrySet().iterator(); iterator.hasNext();) {
-                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
-                    Integer key = entry.getKey();
-                    if (key > left && key < right) {
-                        iterator.remove();
-                        List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                            TextChunk first = edgeChunks.get(0);
-                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = edgeChunks.size();
-
-                            rightTextEdges.add(edge);
-                        }
-                    }
-                }
-            }
-        }
-
-        // add the leftovers
-        for (Integer key : currLeftEdges.keySet()) {
-            List<TextChunk> edgeChunks = currLeftEdges.get(key);
-            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                TextChunk first = edgeChunks.get(0);
-                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = edgeChunks.size();
-
-                leftTextEdges.add(edge);
-            }
-        }
-
-        for (Integer key : currMidEdges.keySet()) {
-            List<TextChunk> edgeChunks = currMidEdges.get(key);
-            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                TextChunk first = edgeChunks.get(0);
-                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = edgeChunks.size();
-
-                midTextEdges.add(edge);
-            }
-        }
-
-        for (Integer key : currRightEdges.keySet()) {
-            List<TextChunk> edgeChunks = currRightEdges.get(key);
-            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                TextChunk first = edgeChunks.get(0);
-                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = edgeChunks.size();
-
-                rightTextEdges.add(edge);
-            }
-        }
-
-        this.debug(leftTextEdges);
-        this.debug(midTextEdges);
-        this.debug(rightTextEdges);
-
         // next find any vertical rulings that intersect tables - sometimes these won't have completely been captured as
         // cells if there are missing horizontal lines (which there often are)
         // let's assume though that these lines should be part of the table
@@ -301,8 +178,11 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             ruling.y2 = ruling.y2/2;
         }
 
-        // now look at each text row and see what kind of and how many vertical rulings it intersects
-        // this will help us figure out what text rows should be part of a table
+        // now look at text rows to help us find more tables and flesh out existing ones
+
+        // find text alignments in the document
+        List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
+        List<Line> lines = TextChunk.groupByLines(textChunks);
 
         // first look for text rows that intersect an existing table - those lines should probably be part of the table
         for (Line textRow : lines) {
@@ -315,6 +195,23 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             }
         }
 
+        // get rid of tables that DO NOT intersect any text areas - these are likely graphs or some sort of graphic
+        for (Iterator<Rectangle> iterator = tableAreas.iterator(); iterator.hasNext();) {
+            Rectangle table = iterator.next();
+
+            boolean intersectsText = false;
+            for (Line textRow : lines) {
+                if (table.intersects(textRow)) {
+                    intersectsText = true;
+                    break;
+                }
+            }
+
+            if (!intersectsText) {
+                iterator.remove();
+            }
+        }
+
         // lastly, there may be some tables that don't have any vertical rulings at all
         // use the text edges we've found to try and guess which text rows are part of a table
 
@@ -323,213 +220,249 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         // the most text rows, and then use that magic number of "relevant" edges to decide what text rows should be
         // part of a table.
 
-        // TODO: this will only find one text-based table per page. add a loop that removes all text edges that intersect
-        // existing tables until we don't find any tables using text so we can find multiples if they exist
+        boolean foundTable;
 
-        // first we'll find the number of lines each type of edge crosses
-        int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
+        do {
+            foundTable = false;
 
-        for (TextEdge edge : leftTextEdges) {
-            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.LEFT]++;
-        }
+            // get rid of any text lines contained within existing tables, this allows us to find more tables
+            for (Iterator<Line> iterator = lines.iterator(); iterator.hasNext();) {
+                Line textRow = iterator.next();
+                for (Rectangle table : tableAreas) {
+                    if (table.contains(textRow)) {
+                        iterator.remove();
+                        break;
+                    }
+                }
+            }
 
-        for (TextEdge edge : midTextEdges) {
-            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.MID]++;
-        }
+            TextEdges textEdges = this.getTextEdges(lines);
 
-        for (TextEdge edge : rightTextEdges) {
-            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.RIGHT]++;
-        }
+            List<TextEdge> leftTextEdges = textEdges.get(TextEdge.LEFT);
+            List<TextEdge> midTextEdges = textEdges.get(TextEdge.MID);
+            List<TextEdge> rightTextEdges = textEdges.get(TextEdge.RIGHT);
 
-        // now let's find the relevant edge type and the number of those edges we should look for
-        // we'll only take a minimum of two edges to look for tables TODO try three? different thresholds for different types? probably left edges should need 3 - 3 is the max to get rid of justified columns of text
-        int relevantEdgeType = -1;
-        int relevantEdgeCount = 0;
-        for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
-            if (edgeCountsPerLine[i][TextEdge.LEFT] > 1 &&
-                    edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
-                    edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.MID]) {
-                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.LEFT];
-                relevantEdgeType = TextEdge.LEFT;
-                break;
+            // first we'll find the number of lines each type of edge crosses
+            int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
+
+            for (TextEdge edge : leftTextEdges) {
+                edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.LEFT]++;
             }
 
-            if (edgeCountsPerLine[i][TextEdge.RIGHT] > 1 &&
-                    edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.LEFT] &&
-                    edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.MID]) {
-                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.RIGHT];
-                relevantEdgeType = TextEdge.RIGHT;
-                break;
+            for (TextEdge edge : midTextEdges) {
+                edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.MID]++;
             }
 
-            if (edgeCountsPerLine[i][TextEdge.MID] > 1 &&
-                    edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
-                    edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.LEFT]) {
-                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.MID];
-                relevantEdgeType = TextEdge.MID;
-                break;
+            for (TextEdge edge : rightTextEdges) {
+                edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.RIGHT]++;
             }
-        }
 
-        // we found something relevant so let's look for rows that fit our criteria
-        if (relevantEdgeType != -1) {
-            List<TextEdge> relevantEdges = null;
-            switch(relevantEdgeType) {
-                case TextEdge.LEFT:
-                    relevantEdges = leftTextEdges;
+            // now let's find the relevant edge type and the number of those edges we should look for
+            // we'll only take a minimum of two edges to look for tables TODO try three? different thresholds for different types? probably left edges should need 3 - 3 is the max to get rid of justified columns of text
+            int relevantEdgeType = -1;
+            int relevantEdgeCount = 0;
+            for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
+                if (edgeCountsPerLine[i][TextEdge.LEFT] > 2 &&
+                        edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
+                        edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.MID]) {
+                    relevantEdgeCount = edgeCountsPerLine[i][TextEdge.LEFT];
+                    relevantEdgeType = TextEdge.LEFT;
                     break;
-                case TextEdge.MID:
-                    relevantEdges = midTextEdges;
+                }
+
+                if (edgeCountsPerLine[i][TextEdge.RIGHT] > 1 &&
+                        edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.LEFT] &&
+                        edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.MID]) {
+                    relevantEdgeCount = edgeCountsPerLine[i][TextEdge.RIGHT];
+                    relevantEdgeType = TextEdge.RIGHT;
                     break;
-                case TextEdge.RIGHT:
-                    relevantEdges = rightTextEdges;
+                }
+
+                if (edgeCountsPerLine[i][TextEdge.MID] > 1 &&
+                        edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
+                        edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.LEFT]) {
+                    relevantEdgeCount = edgeCountsPerLine[i][TextEdge.MID];
+                    relevantEdgeType = TextEdge.MID;
                     break;
+                }
             }
 
-            // go through the lines and find the ones that have the correct count of the relevant edges
-            Rectangle table = new Rectangle();
+            // we found something relevant so let's look for rows that fit our criteria
+            if (relevantEdgeType != -1) {
+                List<TextEdge> relevantEdges = null;
+                switch(relevantEdgeType) {
+                    case TextEdge.LEFT:
+                        relevantEdges = leftTextEdges;
+                        break;
+                    case TextEdge.MID:
+                        relevantEdges = midTextEdges;
+                        break;
+                    case TextEdge.RIGHT:
+                        relevantEdges = rightTextEdges;
+                        break;
+                }
+
+                // go through the lines and find the ones that have the correct count of the relevant edges
+                Rectangle table = new Rectangle();
 
-            Line prevRow = null;
-            Line firstTableRow = null;
-            Line lastTableRow = null;
+                Line prevRow = null;
+                Line firstTableRow = null;
+                Line lastTableRow = null;
 
-            int tableSpaceCount = 0;
-            float totalRowSpacing = 0;
+                int tableSpaceCount = 0;
+                float totalRowSpacing = 0;
 
-            for (Line textRow : lines) {
-                int numRelevantEdges = 0;
+                for (Line textRow : lines) {
+                    int numRelevantEdges = 0;
 
-                if (firstTableRow != null && tableSpaceCount > 0) {
-                    // check to make sure this text row is within a line or so of the other lines already added
-                    // if it's not, we should stop the table here
-                    float tableLineThreshold = (totalRowSpacing / tableSpaceCount) * 2.5f;
-                    float lineDistance = textRow.getTop() - prevRow.getTop();
+                    if (firstTableRow != null && tableSpaceCount > 0) {
+                        // check to make sure this text row is within a line or so of the other lines already added
+                        // if it's not, we should stop the table here
+                        float tableLineThreshold = (totalRowSpacing / tableSpaceCount) * 2.5f;
+                        float lineDistance = textRow.getTop() - prevRow.getTop();
 
-                    if (lineDistance > tableLineThreshold) {
-                        lastTableRow = prevRow;
-                        break;
+                        if (lineDistance > tableLineThreshold) {
+                            lastTableRow = prevRow;
+                            break;
+                        }
                     }
-                }
 
-                // for larger tables, be a little lenient on the number of relevant rows the text intersects
-                // for smaller tables, not so much - otherwise we'll end up treating paragraphs as tables too
-                int relativeEdgeDifferenceThreshold = 1;
-                if (relevantEdgeCount <= 3) {
-                    relativeEdgeDifferenceThreshold = 0;
-                }
+                    // for larger tables, be a little lenient on the number of relevant rows the text intersects
+                    // for smaller tables, not so much - otherwise we'll end up treating paragraphs as tables too
+                    int relativeEdgeDifferenceThreshold = 1;
+                    if (relevantEdgeCount <= 3) {
+                        relativeEdgeDifferenceThreshold = 0;
+                    }
 
-                for (TextEdge edge : relevantEdges) {
-                    if (textRow.intersectsLine(edge)) {
-                        numRelevantEdges++;
+                    for (TextEdge edge : relevantEdges) {
+                        if (textRow.intersectsLine(edge)) {
+                            numRelevantEdges++;
+                        }
                     }
-                }
 
-                if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
-                    // row is part of a table
-                    if (table.getArea() == 0) {
-                        firstTableRow = textRow;
-                        table.setRect(textRow);
+                    if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
+                        // keep track of table row spacing
+                        if (prevRow != null && firstTableRow != null) {
+                            tableSpaceCount++;
+                            totalRowSpacing += (textRow.getTop() - prevRow.getTop());
+                        }
+
+                        // row is part of a table
+                        if (table.getArea() == 0) {
+                            firstTableRow = textRow;
+                            table.setRect(textRow);
+                        } else {
+                            table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
+                            table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
+                            table.setRight(Math.max(table.getRight(), textRow.getRight()));
+                        }
                     } else {
-                        table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
-                        table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
-                        table.setRight(Math.max(table.getRight(), textRow.getRight()));
+                        // no dice
+                        // if we're at the end of the table, save the last row
+                        if (firstTableRow != null && lastTableRow == null) {
+                            lastTableRow = prevRow;
+                        }
                     }
 
-                    // keep track of table row spacing
-                    if (prevRow != null) {
-                        tableSpaceCount++;
-                        totalRowSpacing += (textRow.getTop() - prevRow.getTop());
-                    }
-                } else {
-                    // no dice
-                    // if we're at the end of the table, save the last row
-                    if (firstTableRow != null && lastTableRow == null) {
-                        lastTableRow = prevRow;
-                    }
+                    prevRow = textRow;
                 }
 
-                prevRow = textRow;
-            }
+                if (table.getArea() > 0) {
+                    if (lastTableRow == null) {
+                        // takes care of one-row tables or tables that end at the bottom of a page
+                        lastTableRow = prevRow;
+                    }
 
-            if (table.getArea() > 0) {
-                if (lastTableRow == null) {
-                    // takes care of one-row tables or tables that end at the bottom of a page
-                    lastTableRow = prevRow;
-                }
+                    // use the average row height and nearby horizontal lines to extend the table area to get all headings
+                    float avgRowHeight;
+                    if (tableSpaceCount > 0) {
+                        avgRowHeight = totalRowSpacing / tableSpaceCount;
+                    } else {
+                        avgRowHeight = lastTableRow.height;
+                    }
 
-                // use the average row height and nearby horizontal lines to extend the table area to get all headings
-                float avgRowHeight;
-                if (tableSpaceCount > 0) {
-                    avgRowHeight = totalRowSpacing / tableSpaceCount;
-                } else {
-                    avgRowHeight = lastTableRow.height;
-                }
+                    float rowHeightThreshold = avgRowHeight * 1.5f;
 
-                float rowHeightThreshold = avgRowHeight * 1.5f;
+                    // check lines after the bottom of the table
+                    for (Line2D.Float ruling : horizontalRulings) {
 
-                // check lines after the bottom of the table
-                for (Line2D.Float ruling : horizontalRulings) {
+                        if (ruling.getY1() < table.getBottom()) {
+                            continue;
+                        }
 
-                    if (ruling.getY1() < table.getBottom()) {
-                        continue;
+                        float distanceFromTable = (float)ruling.getY1() - table.getBottom();
+                        if (distanceFromTable <= rowHeightThreshold) {
+                            // use this ruling to help define the table
+                            table.setBottom((float)Math.max(table.getBottom(), ruling.getY1()));
+                            table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
+                            table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+                        } else {
+                            // no use checking any further
+                            break;
+                        }
                     }
 
-                    float distanceFromTable = (float)ruling.getY1() - table.getBottom();
-                    if (distanceFromTable <= rowHeightThreshold) {
-                        // use this ruling to help define the table
-                        table.setBottom((float)Math.max(table.getBottom(), ruling.getY1()));
-                        table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
-                        table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
-                    } else {
-                        // no use checking any further
-                        break;
-                    }
-                }
+                    // do the same for lines at the top, but make the threshold greater since table headings tend to be
+                    // larger to fit up to two-ish rows of text
+                    rowHeightThreshold = avgRowHeight * 2.5f;
 
-                // do the same for lines at the top, but make the threshold greater since table headings tend to be
-                // larger to fit up to two-ish rows of text
-                rowHeightThreshold = avgRowHeight * 2.5f;
+                    for (int i=horizontalRulings.size() - 1; i>=0; i--) {
+                        Line2D.Float ruling = horizontalRulings.get(i);
 
-                for (int i=horizontalRulings.size() - 1; i>=0; i--) {
-                    Line2D.Float ruling = horizontalRulings.get(i);
+                        if (ruling.getY1() > table.getTop()) {
+                            continue;
+                        }
 
-                    if (ruling.getY1() > table.getTop()) {
-                        continue;
+                        float distanceFromTable = table.getTop() - (float)ruling.getY1();
+                        if (distanceFromTable <= rowHeightThreshold) {
+                            table.setTop((float)Math.min(table.getTop(), ruling.getY1()));
+                            table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
+                            table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+                        } else {
+                            break;
+                        }
                     }
 
-                    float distanceFromTable = table.getTop() - (float)ruling.getY1();
-                    if (distanceFromTable <= rowHeightThreshold) {
-                        table.setTop((float)Math.min(table.getTop(), ruling.getY1()));
-                        table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
-                        table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
-                    } else {
-                        break;
+                    // add a bit of padding since the halved horizontal lines are a little fuzzy anyways
+                    table.setTop((float)Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
+                    table.setBottom((float)Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
+                    table.setLeft((float)Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
+                    table.setRight((float)Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
+
+                    /*
+                    // only add the table if it doesn't overlap with any existing tables
+                    // we don't want to get too carried away with adding tables based solely on text
+                    boolean overlaps = false;
+                    for (Rectangle existing : tableAreas) {
+                        if (table.intersects(existing)) {
+                            overlaps = true;
+                            break;
+                        }
                     }
-                }
 
-                // add a bit of padding since the halved horizontal lines are a little fuzzy anyways
-                table.setTop((float)Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
-                table.setBottom((float)Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
-                table.setLeft((float)Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
-                table.setRight((float)Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
-
-                // only add the table if it doesn't overlap with any existing tables
-                // we don't want to get too carried away with adding tables based solely on text
-                boolean overlaps = false;
-                for (Rectangle existing : tableAreas) {
-                    if (table.intersects(existing)) {
-                        overlaps = true;
-                        break;
+                    if (!overlaps) {
+                        tableAreas.add(table);
                     }
-                }
+                    */
 
-                if (!overlaps) {
-                    tableAreas.add(table);
+                    boolean alreadyAdded = false;
+                    for (Rectangle existing : tableAreas) {
+                        if (table.equals(existing)) {
+                            alreadyAdded = true;
+                            break;
+                        }
+                    }
+
+                    if (!alreadyAdded) {
+                        tableAreas.add(table);
+                        this.debug(tableAreas);
+                        foundTable = true;
+                    }
                 }
             }
-        }
+        } while (foundTable);
 
-        // before we return the table areas remove all duplicates
+        // create a set of our current tables that will eliminate duplicate tables
         Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {
             @Override
             public int compare(Rectangle o1, Rectangle o2) {
@@ -554,26 +487,141 @@ public int compare(Rectangle o1, Rectangle o2) {
 
         tableSet.addAll(tableAreas);
 
-        // get rid of tables that DO NOT intersect any text areas - these are likely graphs or some sort of graphic
-        for (Iterator<Rectangle> iterator = tableSet.iterator(); iterator.hasNext();) {
-            Rectangle table = iterator.next();
+        this.debug(tableSet);
 
-            boolean intersectsText = false;
-            for (Line textRow : lines) {
-                if (table.intersects(textRow)) {
-                    intersectsText = true;
-                    break;
+        return new ArrayList<Rectangle>(tableSet);
+    }
+
+    private TextEdges getTextEdges(List<Line> lines) {
+        List<TextEdge> leftTextEdges = new ArrayList<TextEdge>();
+        List<TextEdge> midTextEdges = new ArrayList<TextEdge>();
+        List<TextEdge> rightTextEdges = new ArrayList<TextEdge>();
+
+        Map<Integer, List<TextChunk>> currLeftEdges = new HashMap<Integer, List<TextChunk>>();
+        Map<Integer, List<TextChunk>> currMidEdges = new HashMap<Integer, List<TextChunk>>();
+        Map<Integer, List<TextChunk>> currRightEdges = new HashMap<Integer, List<TextChunk>>();
+
+        for (Line textRow : lines) {
+            for (TextChunk text : textRow.getTextElements()) {
+                Integer left = new Integer((int)Math.floor(text.getLeft()));
+                Integer right = new Integer((int)Math.floor(text.getRight()));
+                Integer mid = new Integer(left + ((right - left)/2));
+
+                // first put this chunk into any edge buckets it belongs to
+                List<TextChunk> leftEdge = currLeftEdges.getOrDefault(left, new ArrayList<TextChunk>());
+                leftEdge.add(text);
+                currLeftEdges.put(left, leftEdge);
+
+                List<TextChunk> midEdge = currMidEdges.getOrDefault(mid, new ArrayList<TextChunk>());
+                midEdge.add(text);
+                currMidEdges.put(mid, midEdge);
+
+                List<TextChunk> rightEdge = currRightEdges.getOrDefault(right, new ArrayList<TextChunk>());
+                rightEdge.add(text);
+                currRightEdges.put(right, rightEdge);
+
+                // now see if this text chunk blows up any other edges
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext();) {
+                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
+                    Integer key = entry.getKey();
+                    if (key > left && key < right) {
+                        iterator.remove();
+                        List<TextChunk> edgeChunks = entry.getValue();
+                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                            TextChunk first = edgeChunks.get(0);
+                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+
+                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                            edge.intersectingTextRowCount = edgeChunks.size();
+
+                            leftTextEdges.add(edge);
+                        }
+                    }
+                }
+
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currMidEdges.entrySet().iterator(); iterator.hasNext();) {
+                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
+                    Integer key = entry.getKey();
+                    if (key > left && key < right && Math.abs(key - mid) > 2) {
+                        iterator.remove();
+                        List<TextChunk> edgeChunks = entry.getValue();
+                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                            TextChunk first = edgeChunks.get(0);
+                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+
+                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                            edge.intersectingTextRowCount = edgeChunks.size();
+
+                            midTextEdges.add(edge);
+                        }
+                    }
+                }
+
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currRightEdges.entrySet().iterator(); iterator.hasNext();) {
+                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
+                    Integer key = entry.getKey();
+                    if (key > left && key < right) {
+                        iterator.remove();
+                        List<TextChunk> edgeChunks = entry.getValue();
+                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                            TextChunk first = edgeChunks.get(0);
+                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+
+                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                            edge.intersectingTextRowCount = edgeChunks.size();
+
+                            rightTextEdges.add(edge);
+                        }
+                    }
                 }
             }
+        }
 
-            if (!intersectsText) {
-                iterator.remove();
+        // add the leftovers
+        for (Integer key : currLeftEdges.keySet()) {
+            List<TextChunk> edgeChunks = currLeftEdges.get(key);
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                TextChunk first = edgeChunks.get(0);
+                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+
+                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                edge.intersectingTextRowCount = edgeChunks.size();
+
+                leftTextEdges.add(edge);
             }
         }
 
-        this.debug(tableSet);
+        for (Integer key : currMidEdges.keySet()) {
+            List<TextChunk> edgeChunks = currMidEdges.get(key);
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                TextChunk first = edgeChunks.get(0);
+                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
-        return new ArrayList<Rectangle>(tableSet);
+                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                edge.intersectingTextRowCount = edgeChunks.size();
+
+                midTextEdges.add(edge);
+            }
+        }
+
+        for (Integer key : currRightEdges.keySet()) {
+            List<TextChunk> edgeChunks = currRightEdges.get(key);
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                TextChunk first = edgeChunks.get(0);
+                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+
+                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+                edge.intersectingTextRowCount = edgeChunks.size();
+
+                rightTextEdges.add(edge);
+            }
+        }
+
+        this.debug(leftTextEdges);
+        this.debug(midTextEdges);
+        this.debug(rightTextEdges);
+
+        return new TextEdges(leftTextEdges, midTextEdges, rightTextEdges);
     }
 
     private List<Line2D.Float> mergeHorizontalEdges(List<Line2D.Float> horizontalEdges) {

From 5a67874b2470d7454b1dfcdc44bf8ca18716c2ee Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Fri, 8 Jan 2016 14:46:28 -0500
Subject: [PATCH 045/364] Code cleanup

---
 .../detectors/NurminenDetectionAlgorithm.java | 564 +++++++++---------
 1 file changed, 284 insertions(+), 280 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index a658ceee..5e93a17d 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -9,7 +9,6 @@
 import org.apache.pdfbox.util.PDFOperator;
 import technology.tabula.*;
 import technology.tabula.Rectangle;
-import technology.tabula.extractors.BasicExtractionAlgorithm;
 
 import java.awt.*;
 import java.awt.geom.Line2D;
@@ -40,6 +39,9 @@ public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
     private static final int REQUIRED_CELLS_FOR_TABLE = 4;
     private static final float IDENTICAL_TABLE_OVERLAP_RATIO = 0.98f;
 
+    /**
+     * Comparator to sort points by top-leftmost first
+     */
     private static final Comparator<Point2D.Float> pointComparator = new Comparator<Point2D.Float>() {
         @Override
         public int compare(Point2D.Float o1, Point2D.Float o2) {
@@ -55,7 +57,11 @@ public int compare(Point2D.Float o1, Point2D.Float o2) {
         }
     };
 
+    /**
+     * Helper class that encapsulates a text edge
+     */
     private static final class TextEdge extends Line2D.Float {
+        // types of text edges
         public static final int LEFT = 0;
         public static final int MID = 1;
         public static final int RIGHT = 2;
@@ -69,6 +75,9 @@ public TextEdge(float x1, float y1, float x2, float y2) {
         }
     }
 
+    /**
+     * Helper container for all text edges on a page
+     */
     private static final class TextEdges extends ArrayList<List<TextEdge>> {
         public TextEdges(List<TextEdge> leftEdges, List<TextEdge> midEdges, List<TextEdge> rightEdges) {
             super(3);
@@ -78,9 +87,23 @@ public TextEdges(List<TextEdge> leftEdges, List<TextEdge> midEdges, List<TextEdg
         }
     }
 
-    private BufferedImage debugImage;
-    private BufferedImage debugImage2x;
-    private String debugFileOut;
+    /**
+     * Helper container for relevant text edge info
+     */
+    private static final class RelevantEdges {
+        public int edgeType;
+        public int edgeCount;
+
+        public RelevantEdges(int edgeType, int edgeCount) {
+            this.edgeType = edgeType;
+            this.edgeCount = edgeCount;
+        }
+    }
+
+    // for debugging
+    private File currentDoc;
+    private Page currentPage;
+    private PDPage currentPDPage;
 
     @Override
     public List<Rectangle> detect(Page page, File referenceDocument) {
@@ -93,17 +116,18 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             return new ArrayList<Rectangle>();
         }
 
-        // get the page in question
-        PDPage pdfPage = (PDPage) pdfDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
-
-        // debugging stuff - spit out an image with what we want to see
-        debugFileOut = referenceDocument.getAbsolutePath().replace(".pdf", "-" + page.getPageNumber() + ".jpg");
+        // get the page in question (and keep refs for debugging)
+        this.currentPDPage = (PDPage) pdfDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
+        this.currentDoc = referenceDocument;
+        this.currentPage = page;
 
+        // get horizontal & vertical lines
+        // we get these from an image of the PDF and not the PDF itself because sometimes there are invisible PDF
+        // instructions that are interpreted incorrectly as visible elements - we really want to capture what a
+        // person sees when they look at the PDF
         BufferedImage image;
         try {
-            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
-            debugImage = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 72);
-            debugImage2x = pdfPage.convertToImage(BufferedImage.TYPE_INT_RGB, 144);
+            image = this.currentPDPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
         } catch (IOException e) {
             return new ArrayList<Rectangle>();
         }
@@ -112,8 +136,8 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         // now check the page for vertical lines, but remove the text first to make things less confusing
         try {
-            this.removeText(pdfDocument, pdfPage);
-            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+            this.removeText(pdfDocument, this.currentPDPage);
+            image = this.currentPDPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
         } catch (Exception e) {
             return new ArrayList<Rectangle>();
         }
@@ -124,8 +148,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         allEdges.addAll(verticalRulings);
 
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
-        List<Rectangle> cells = null;
-        Set<Point2D.Float> crossingPoints = null;
 
         // if we found some edges, try to find some tables based on them
         if (allEdges.size() > 0) {
@@ -133,14 +155,14 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             Utils.snapPoints(allEdges, POINT_SNAP_DISTANCE_THRESHOLD, POINT_SNAP_DISTANCE_THRESHOLD);
 
             // next get the crossing points of all the edges
-            crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+            Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
 
             // merge the edge lines into rulings - this makes finding edges between crossing points in the next step easier
             horizontalRulings = this.mergeHorizontalEdges(horizontalRulings);
             verticalRulings = this.mergeVerticalEdges(verticalRulings);
 
             // use the rulings and points to find cells
-            cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
+            List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
 
             // then use those cells to make table areas
             tableAreas = this.getTableAreasFromCells(cells);
@@ -179,8 +201,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         }
 
         // now look at text rows to help us find more tables and flesh out existing ones
-
-        // find text alignments in the document
         List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
         List<Line> lines = TextChunk.groupByLines(textChunks);
 
@@ -188,7 +208,6 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         for (Line textRow : lines) {
             for (Rectangle tableArea : tableAreas) {
                 if (!tableArea.contains(textRow) && textRow.intersects(tableArea)) {
-                    // expand the table area to contain the rest of the text row
                     tableArea.setLeft((float)Math.floor(Math.min(textRow.getLeft(), tableArea.getLeft())));
                     tableArea.setRight((float)Math.ceil(Math.max(textRow.getRight(), tableArea.getRight())));
                 }
@@ -213,7 +232,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
         }
 
         // lastly, there may be some tables that don't have any vertical rulings at all
-        // use the text edges we've found to try and guess which text rows are part of a table
+        // we'll use text edges we've found to try and guess which text rows are part of a table
 
         // in his thesis nurminen goes through every row to try to assign a probability that the line is in a table
         // we're going to try a general heuristic instead, trying to find what type of edge (left/right/mid) intersects
@@ -236,61 +255,19 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                 }
             }
 
+            // get text edges from remaining lines in the document
             TextEdges textEdges = this.getTextEdges(lines);
-
             List<TextEdge> leftTextEdges = textEdges.get(TextEdge.LEFT);
             List<TextEdge> midTextEdges = textEdges.get(TextEdge.MID);
             List<TextEdge> rightTextEdges = textEdges.get(TextEdge.RIGHT);
 
-            // first we'll find the number of lines each type of edge crosses
-            int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
-
-            for (TextEdge edge : leftTextEdges) {
-                edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.LEFT]++;
-            }
-
-            for (TextEdge edge : midTextEdges) {
-                edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.MID]++;
-            }
-
-            for (TextEdge edge : rightTextEdges) {
-                edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.RIGHT]++;
-            }
-
-            // now let's find the relevant edge type and the number of those edges we should look for
-            // we'll only take a minimum of two edges to look for tables TODO try three? different thresholds for different types? probably left edges should need 3 - 3 is the max to get rid of justified columns of text
-            int relevantEdgeType = -1;
-            int relevantEdgeCount = 0;
-            for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
-                if (edgeCountsPerLine[i][TextEdge.LEFT] > 2 &&
-                        edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
-                        edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.MID]) {
-                    relevantEdgeCount = edgeCountsPerLine[i][TextEdge.LEFT];
-                    relevantEdgeType = TextEdge.LEFT;
-                    break;
-                }
-
-                if (edgeCountsPerLine[i][TextEdge.RIGHT] > 1 &&
-                        edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.LEFT] &&
-                        edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.MID]) {
-                    relevantEdgeCount = edgeCountsPerLine[i][TextEdge.RIGHT];
-                    relevantEdgeType = TextEdge.RIGHT;
-                    break;
-                }
-
-                if (edgeCountsPerLine[i][TextEdge.MID] > 1 &&
-                        edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
-                        edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.LEFT]) {
-                    relevantEdgeCount = edgeCountsPerLine[i][TextEdge.MID];
-                    relevantEdgeType = TextEdge.MID;
-                    break;
-                }
-            }
+            // find the relevant text edges (the ones we think define where a table is)
+            RelevantEdges relevantEdgeInfo = this.getRelevantEdges(textEdges, lines);
 
             // we found something relevant so let's look for rows that fit our criteria
-            if (relevantEdgeType != -1) {
+            if (relevantEdgeInfo.edgeType != -1) {
                 List<TextEdge> relevantEdges = null;
-                switch(relevantEdgeType) {
+                switch(relevantEdgeInfo.edgeType) {
                     case TextEdge.LEFT:
                         relevantEdges = leftTextEdges;
                         break;
@@ -302,197 +279,244 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
                         break;
                 }
 
-                // go through the lines and find the ones that have the correct count of the relevant edges
-                Rectangle table = new Rectangle();
+                Rectangle table = this.getTableFromText(lines, relevantEdges, relevantEdgeInfo.edgeCount, horizontalRulings);
 
-                Line prevRow = null;
-                Line firstTableRow = null;
-                Line lastTableRow = null;
+                if (table != null) {
+                    foundTable = true;
+                    tableAreas.add(table);
+                }
+            }
+        } while (foundTable);
 
-                int tableSpaceCount = 0;
-                float totalRowSpacing = 0;
+        // create a set of our current tables that will eliminate duplicate tables
+        Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {
+            @Override
+            public int compare(Rectangle o1, Rectangle o2) {
+                if (o1.equals(o2)) {
+                    return 0;
+                }
 
-                for (Line textRow : lines) {
-                    int numRelevantEdges = 0;
+                // o1 is "equal" to o2 if o2 contains all of o1
+                if (o2.contains(o1)) {
+                    return 0;
+                }
 
-                    if (firstTableRow != null && tableSpaceCount > 0) {
-                        // check to make sure this text row is within a line or so of the other lines already added
-                        // if it's not, we should stop the table here
-                        float tableLineThreshold = (totalRowSpacing / tableSpaceCount) * 2.5f;
-                        float lineDistance = textRow.getTop() - prevRow.getTop();
+                // otherwise see if these tables are "mostly" the same
+                float overlap = o1.overlapRatio(o2);
+                if (overlap >= IDENTICAL_TABLE_OVERLAP_RATIO) {
+                    return 0;
+                } else {
+                    return 1;
+                }
+            }
+        });
 
-                        if (lineDistance > tableLineThreshold) {
-                            lastTableRow = prevRow;
-                            break;
-                        }
-                    }
+        tableSet.addAll(tableAreas);
 
-                    // for larger tables, be a little lenient on the number of relevant rows the text intersects
-                    // for smaller tables, not so much - otherwise we'll end up treating paragraphs as tables too
-                    int relativeEdgeDifferenceThreshold = 1;
-                    if (relevantEdgeCount <= 3) {
-                        relativeEdgeDifferenceThreshold = 0;
-                    }
+        this.currentDoc = null;
+        this.currentPage = null;
+        this.currentPDPage = null;
 
-                    for (TextEdge edge : relevantEdges) {
-                        if (textRow.intersectsLine(edge)) {
-                            numRelevantEdges++;
-                        }
-                    }
+        return new ArrayList<Rectangle>(tableSet);
+    }
 
-                    if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
-                        // keep track of table row spacing
-                        if (prevRow != null && firstTableRow != null) {
-                            tableSpaceCount++;
-                            totalRowSpacing += (textRow.getTop() - prevRow.getTop());
-                        }
+    private Rectangle getTableFromText(List<Line> lines,
+                                       List<TextEdge> relevantEdges,
+                                       int relevantEdgeCount,
+                                       List<Line2D.Float> horizontalRulings) {
 
-                        // row is part of a table
-                        if (table.getArea() == 0) {
-                            firstTableRow = textRow;
-                            table.setRect(textRow);
-                        } else {
-                            table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
-                            table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
-                            table.setRight(Math.max(table.getRight(), textRow.getRight()));
-                        }
-                    } else {
-                        // no dice
-                        // if we're at the end of the table, save the last row
-                        if (firstTableRow != null && lastTableRow == null) {
-                            lastTableRow = prevRow;
-                        }
-                    }
+        Rectangle table = new Rectangle();
+
+        Line prevRow = null;
+        Line firstTableRow = null;
+        Line lastTableRow = null;
+
+        int tableSpaceCount = 0;
+        float totalRowSpacing = 0;
+
+        // go through the lines and find the ones that have the correct count of the relevant edges
+        for (Line textRow : lines) {
+            int numRelevantEdges = 0;
+
+            if (firstTableRow != null && tableSpaceCount > 0) {
+                // check to make sure this text row is within a line or so of the other lines already added
+                // if it's not, we should stop the table here
+                float tableLineThreshold = (totalRowSpacing / tableSpaceCount) * 2.5f;
+                float lineDistance = textRow.getTop() - prevRow.getTop();
 
-                    prevRow = textRow;
+                if (lineDistance > tableLineThreshold) {
+                    lastTableRow = prevRow;
+                    break;
                 }
+            }
 
-                if (table.getArea() > 0) {
-                    if (lastTableRow == null) {
-                        // takes care of one-row tables or tables that end at the bottom of a page
-                        lastTableRow = prevRow;
-                    }
+            // for larger tables, be a little lenient on the number of relevant rows the text intersects
+            // for smaller tables, not so much - otherwise we'll end up treating paragraphs as tables too
+            int relativeEdgeDifferenceThreshold = 1;
+            if (relevantEdgeCount <= 3) {
+                relativeEdgeDifferenceThreshold = 0;
+            }
 
-                    // use the average row height and nearby horizontal lines to extend the table area to get all headings
-                    float avgRowHeight;
-                    if (tableSpaceCount > 0) {
-                        avgRowHeight = totalRowSpacing / tableSpaceCount;
-                    } else {
-                        avgRowHeight = lastTableRow.height;
-                    }
+            for (TextEdge edge : relevantEdges) {
+                if (textRow.intersectsLine(edge)) {
+                    numRelevantEdges++;
+                }
+            }
 
-                    float rowHeightThreshold = avgRowHeight * 1.5f;
+            // see if we have a candidate text row
+            if (numRelevantEdges >= (relevantEdgeCount - relativeEdgeDifferenceThreshold)) {
+                // keep track of table row spacing
+                if (prevRow != null && firstTableRow != null) {
+                    tableSpaceCount++;
+                    totalRowSpacing += (textRow.getTop() - prevRow.getTop());
+                }
 
-                    // check lines after the bottom of the table
-                    for (Line2D.Float ruling : horizontalRulings) {
+                // row is part of a table
+                if (table.getArea() == 0) {
+                    firstTableRow = textRow;
+                    table.setRect(textRow);
+                } else {
+                    table.setLeft(Math.min(table.getLeft(), textRow.getLeft()));
+                    table.setBottom(Math.max(table.getBottom(), textRow.getBottom()));
+                    table.setRight(Math.max(table.getRight(), textRow.getRight()));
+                }
+            } else {
+                // no dice
+                // if we're at the end of the table, save the last row
+                if (firstTableRow != null && lastTableRow == null) {
+                    lastTableRow = prevRow;
+                }
+            }
 
-                        if (ruling.getY1() < table.getBottom()) {
-                            continue;
-                        }
+            prevRow = textRow;
+        }
 
-                        float distanceFromTable = (float)ruling.getY1() - table.getBottom();
-                        if (distanceFromTable <= rowHeightThreshold) {
-                            // use this ruling to help define the table
-                            table.setBottom((float)Math.max(table.getBottom(), ruling.getY1()));
-                            table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
-                            table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
-                        } else {
-                            // no use checking any further
-                            break;
-                        }
-                    }
+        // if we don't have a table now, we won't after the next step either
+        if (table.getArea() == 0) {
+            return null;
+        }
 
-                    // do the same for lines at the top, but make the threshold greater since table headings tend to be
-                    // larger to fit up to two-ish rows of text
-                    rowHeightThreshold = avgRowHeight * 2.5f;
+        if (lastTableRow == null) {
+            // takes care of one-row tables or tables that end at the bottom of a page
+            lastTableRow = prevRow;
+        }
 
-                    for (int i=horizontalRulings.size() - 1; i>=0; i--) {
-                        Line2D.Float ruling = horizontalRulings.get(i);
+        // use the average row height and nearby horizontal lines to extend the table area
+        float avgRowHeight;
+        if (tableSpaceCount > 0) {
+            avgRowHeight = totalRowSpacing / tableSpaceCount;
+        } else {
+            avgRowHeight = lastTableRow.height;
+        }
 
-                        if (ruling.getY1() > table.getTop()) {
-                            continue;
-                        }
+        float rowHeightThreshold = avgRowHeight * 1.5f;
 
-                        float distanceFromTable = table.getTop() - (float)ruling.getY1();
-                        if (distanceFromTable <= rowHeightThreshold) {
-                            table.setTop((float)Math.min(table.getTop(), ruling.getY1()));
-                            table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
-                            table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
-                        } else {
-                            break;
-                        }
-                    }
+        // check lines after the bottom of the table
+        for (Line2D.Float ruling : horizontalRulings) {
 
-                    // add a bit of padding since the halved horizontal lines are a little fuzzy anyways
-                    table.setTop((float)Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
-                    table.setBottom((float)Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
-                    table.setLeft((float)Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
-                    table.setRight((float)Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
-
-                    /*
-                    // only add the table if it doesn't overlap with any existing tables
-                    // we don't want to get too carried away with adding tables based solely on text
-                    boolean overlaps = false;
-                    for (Rectangle existing : tableAreas) {
-                        if (table.intersects(existing)) {
-                            overlaps = true;
-                            break;
-                        }
-                    }
+            if (ruling.getY1() < table.getBottom()) {
+                continue;
+            }
 
-                    if (!overlaps) {
-                        tableAreas.add(table);
-                    }
-                    */
+            float distanceFromTable = (float)ruling.getY1() - table.getBottom();
+            if (distanceFromTable <= rowHeightThreshold) {
+                // use this ruling to help define the table
+                table.setBottom((float)Math.max(table.getBottom(), ruling.getY1()));
+                table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
+                table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+            } else {
+                // no use checking any further
+                break;
+            }
+        }
 
-                    boolean alreadyAdded = false;
-                    for (Rectangle existing : tableAreas) {
-                        if (table.equals(existing)) {
-                            alreadyAdded = true;
-                            break;
-                        }
-                    }
+        // do the same for lines at the top, but make the threshold greater since table headings tend to be
+        // larger to fit up to two-ish rows of text (at least but we don't want to grab too much)
+        rowHeightThreshold = avgRowHeight * 2.5f;
 
-                    if (!alreadyAdded) {
-                        tableAreas.add(table);
-                        this.debug(tableAreas);
-                        foundTable = true;
-                    }
-                }
+        for (int i=horizontalRulings.size() - 1; i>=0; i--) {
+            Line2D.Float ruling = horizontalRulings.get(i);
+
+            if (ruling.getY1() > table.getTop()) {
+                continue;
             }
-        } while (foundTable);
 
-        // create a set of our current tables that will eliminate duplicate tables
-        Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {
-            @Override
-            public int compare(Rectangle o1, Rectangle o2) {
-                if (o1.equals(o2)) {
-                    return 0;
-                }
+            float distanceFromTable = table.getTop() - (float)ruling.getY1();
+            if (distanceFromTable <= rowHeightThreshold) {
+                table.setTop((float)Math.min(table.getTop(), ruling.getY1()));
+                table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
+                table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+            } else {
+                break;
+            }
+        }
 
-                // o1 is "equal" to o2 if o2 contains all of o1
-                if (o2.contains(o1)) {
-                    return 0;
-                }
+        // add a bit of padding since the halved horizontal lines are a little fuzzy anyways
+        table.setTop((float)Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
+        table.setBottom((float)Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
+        table.setLeft((float)Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
+        table.setRight((float)Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
 
-                // otherwise see if these tables are "mostly" the same
-                float overlap = o1.overlapRatio(o2);
-                if (overlap >= IDENTICAL_TABLE_OVERLAP_RATIO) {
-                    return 0;
-                } else {
-                    return 1;
-                }
+        return table;
+    }
+
+    private RelevantEdges getRelevantEdges(TextEdges textEdges, List<Line> lines) {
+        List<TextEdge> leftTextEdges = textEdges.get(TextEdge.LEFT);
+        List<TextEdge> midTextEdges = textEdges.get(TextEdge.MID);
+        List<TextEdge> rightTextEdges = textEdges.get(TextEdge.RIGHT);
+
+        // first we'll find the number of lines each type of edge crosses
+        int[][] edgeCountsPerLine = new int[lines.size()][TextEdge.NUM_TYPES];
+
+        for (TextEdge edge : leftTextEdges) {
+            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.LEFT]++;
+        }
+
+        for (TextEdge edge : midTextEdges) {
+            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.MID]++;
+        }
+
+        for (TextEdge edge : rightTextEdges) {
+            edgeCountsPerLine[edge.intersectingTextRowCount - 1][TextEdge.RIGHT]++;
+        }
+
+        // now let's find the relevant edge type and the number of those edges we should look for
+        // we'll only take a minimum of two edges to look for tables
+        int relevantEdgeType = -1;
+        int relevantEdgeCount = 0;
+        for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
+            if (edgeCountsPerLine[i][TextEdge.LEFT] > 2 &&
+                    edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
+                    edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.MID]) {
+                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.LEFT];
+                relevantEdgeType = TextEdge.LEFT;
+                break;
             }
-        });
 
-        tableSet.addAll(tableAreas);
+            if (edgeCountsPerLine[i][TextEdge.RIGHT] > 1 &&
+                    edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.LEFT] &&
+                    edgeCountsPerLine[i][TextEdge.RIGHT] >= edgeCountsPerLine[i][TextEdge.MID]) {
+                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.RIGHT];
+                relevantEdgeType = TextEdge.RIGHT;
+                break;
+            }
 
-        this.debug(tableSet);
+            if (edgeCountsPerLine[i][TextEdge.MID] > 1 &&
+                    edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
+                    edgeCountsPerLine[i][TextEdge.MID] >= edgeCountsPerLine[i][TextEdge.LEFT]) {
+                relevantEdgeCount = edgeCountsPerLine[i][TextEdge.MID];
+                relevantEdgeType = TextEdge.MID;
+                break;
+            }
+        }
 
-        return new ArrayList<Rectangle>(tableSet);
+        return new RelevantEdges(relevantEdgeType, relevantEdgeCount);
     }
 
     private TextEdges getTextEdges(List<Line> lines) {
+
+        // get all text edges (lines that align with the left, middle and right of chunks of text) that extend
+        // uninterrupted over at least REQUIRED_TEXT_LINES_FOR_EDGE lines of text
         List<TextEdge> leftTextEdges = new ArrayList<TextEdge>();
         List<TextEdge> midTextEdges = new ArrayList<TextEdge>();
         List<TextEdge> rightTextEdges = new ArrayList<TextEdge>();
@@ -617,10 +641,6 @@ private TextEdges getTextEdges(List<Line> lines) {
             }
         }
 
-        this.debug(leftTextEdges);
-        this.debug(midTextEdges);
-        this.debug(rightTextEdges);
-
         return new TextEdges(leftTextEdges, midTextEdges, rightTextEdges);
     }
 
@@ -712,58 +732,6 @@ public int compare(Line2D.Float o1, Line2D.Float o2) {
         return verticalRulings;
     }
 
-    private void debug(Collection<? extends Shape> shapes) {
-        this.debug(shapes, false);
-    }
-
-    private void debug(Collection<? extends Shape> shapes, boolean twox) {
-        Color[] COLORS = { new Color(27, 158, 119),
-                new Color(217, 95, 2), new Color(117, 112, 179),
-                new Color(231, 41, 138), new Color(102, 166, 30) };
-
-        Graphics2D g;
-
-        if (twox) {
-            g = (Graphics2D) debugImage2x.getGraphics();
-        } else {
-            g = (Graphics2D) debugImage.getGraphics();
-        }
-
-        g.setStroke(new BasicStroke(2f));
-        int i = 0;
-
-        for (Shape s : shapes) {
-            g.setColor(COLORS[(i++) % 5]);
-            g.draw(s);
-        }
-
-        try {
-            ImageIOUtil.writeImage(twox ? debugImage2x : debugImage, debugFileOut, twox ? 144 : 72);
-        } catch (IOException e) {
-        }
-    }
-
-    private void debugPoints(Collection<Point2D.Float> points) {
-        Color[] COLORS = { new Color(27, 158, 119),
-                new Color(217, 95, 2), new Color(117, 112, 179),
-                new Color(231, 41, 138), new Color(102, 166, 30) };
-
-        Graphics2D g = (Graphics2D) debugImage2x.getGraphics();
-
-        g.setStroke(new BasicStroke(2f));
-        int i = 0;
-
-        for (Point2D.Float p : points) {
-            g.setColor(COLORS[(i++) % 5]);
-            g.drawOval((int)Math.floor(p.getX()) - 5, (int)Math.floor(p.getY()) - 5, 10, 10);
-        }
-
-        try {
-            ImageIOUtil.writeImage(debugImage2x, debugFileOut, 144);
-        } catch (IOException e) {
-        }
-    }
-
     private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
         List<List<Rectangle>> cellGroups = new ArrayList<List<Rectangle>>();
         for (Rectangle cell : cells) {
@@ -907,6 +875,9 @@ private Set<Point2D.Float> getCrossingPoints(List<Line2D.Float> horizontalEdges,
     }
 
     private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
+
+        // get all horizontal edges, which we'll define as a change in grayscale colour
+        // along a straight line of a certain length
         ArrayList<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
 
         Raster r = image.getRaster();
@@ -967,6 +938,9 @@ private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
     }
 
     private List<Line2D.Float> getVerticalRulings(BufferedImage image) {
+
+        // get all vertical edges, which we'll define as a change in grayscale colour
+        // along a straight line of a certain length
         ArrayList<Line2D.Float> verticalRulings = new ArrayList<Line2D.Float>();
 
         Raster r = image.getRaster();
@@ -1052,4 +1026,34 @@ private void removeText(PDDocument document, PDPage page) throws IOException {
         newContents.addCompression();
         page.setContents(newContents);
     }
+
+    private void debug(Collection<? extends Shape> shapes) {
+        this.debug(shapes, false);
+    }
+
+    private void debug(Collection<? extends Shape> shapes, boolean twox) {
+        Color[] COLORS = { new Color(27, 158, 119),
+                new Color(217, 95, 2), new Color(117, 112, 179),
+                new Color(231, 41, 138), new Color(102, 166, 30) };
+
+        try {
+            int res = twox ? 144 : 72;
+
+            BufferedImage image = this.currentPDPage.convertToImage(BufferedImage.TYPE_INT_RGB, res);
+            Graphics2D g = (Graphics2D) image.getGraphics();
+
+            g.setStroke(new BasicStroke(2f));
+            int i = 0;
+
+            for (Shape s : shapes) {
+                g.setColor(COLORS[(i++) % 5]);
+                g.draw(s);
+            }
+
+            String debugFileOut = this.currentDoc.getAbsolutePath().replace(".pdf", "-" + this.currentPage.getPageNumber() + ".jpg");
+
+            ImageIOUtil.writeImage(image, debugFileOut, res);
+        } catch (IOException e) {
+        }
+    }
 }

From c5ce7c032ab4b12703ce350d1db278d02c2c46cf Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Fri, 8 Jan 2016 15:00:15 -0500
Subject: [PATCH 046/364] Ignore the table detection tests again

---
 src/test/java/technology/tabula/TestTableDetection.java | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index e4ec0026..40ca3d09 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -4,13 +4,11 @@
 import java.io.FileWriter;
 import java.io.FilenameFilter;
 import java.io.IOException;
-import java.nio.file.Files;
 import java.util.*;
 
 import static org.junit.Assert.*;
 
 import com.google.gson.Gson;
-import com.google.gson.JsonObject;
 import org.junit.BeforeClass;
 import org.junit.Ignore;
 import org.junit.Test;
@@ -22,9 +20,7 @@
 import javax.xml.parsers.DocumentBuilderFactory;
 
 import org.apache.pdfbox.pdmodel.PDDocument;
-import technology.tabula.detectors.DetectionAlgorithm;
 import technology.tabula.detectors.NurminenDetectionAlgorithm;
-import technology.tabula.detectors.SpreadsheetDetectionAlgorithm;
 
 /**
  * Created by matt on 2015-12-14.
@@ -124,7 +120,7 @@ private void printTables(Map<Integer, List<Rectangle>> tables) {
         }
     }
 
-    //@Ignore("Test is ignored until better table detection algorithms are implemented")
+    @Ignore("Test is ignored until better table detection algorithms are implemented")
     @Test
     public void testDetectionOfTables() throws Exception {
 

From 70c8643ff5eef139098cf8aba118eb1c6e88f6fd Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Fri, 8 Jan 2016 15:20:24 -0500
Subject: [PATCH 047/364] Replace getOrDefault with old-style getOrDefault code

---
 .../detectors/NurminenDetectionAlgorithm.java | 21 +++++++++++++------
 1 file changed, 15 insertions(+), 6 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 5e93a17d..cb9ce701 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -532,17 +532,26 @@ private TextEdges getTextEdges(List<Line> lines) {
                 Integer mid = new Integer(left + ((right - left)/2));
 
                 // first put this chunk into any edge buckets it belongs to
-                List<TextChunk> leftEdge = currLeftEdges.getOrDefault(left, new ArrayList<TextChunk>());
+                List<TextChunk> leftEdge = currLeftEdges.get(left);
+                if (leftEdge == null) {
+                    leftEdge = new ArrayList<TextChunk>();
+                    currLeftEdges.put(left, leftEdge);
+                }
                 leftEdge.add(text);
-                currLeftEdges.put(left, leftEdge);
 
-                List<TextChunk> midEdge = currMidEdges.getOrDefault(mid, new ArrayList<TextChunk>());
+                List<TextChunk> midEdge = currMidEdges.get(mid);
+                if (midEdge == null) {
+                    midEdge = new ArrayList<TextChunk>();
+                    currMidEdges.put(mid, midEdge);
+                }
                 midEdge.add(text);
-                currMidEdges.put(mid, midEdge);
 
-                List<TextChunk> rightEdge = currRightEdges.getOrDefault(right, new ArrayList<TextChunk>());
+                List<TextChunk> rightEdge = currRightEdges.get(right);
+                if (rightEdge == null) {
+                    rightEdge = new ArrayList<TextChunk>();
+                    currRightEdges.put(right, rightEdge);
+                }
                 rightEdge.add(text);
-                currRightEdges.put(right, rightEdge);
 
                 // now see if this text chunk blows up any other edges
                 for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext();) {

From bc77ee267e2a90245311327e35d4cb4b7fd4a3cf Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Sat, 9 Jan 2016 18:03:14 -0500
Subject: [PATCH 048/364] - Refactor ObjectExtractor creation and
 initialization, remove unused getters. - Add more tests - Fix extract wrong
 page number.

---
 .../technology/tabula/ObjectExtractor.java    | 169 ++++++++----------
 .../java/technology/tabula/debug/Debug.java   |   3 +-
 .../tabula/TestObjectExtractor.java           |  44 ++++-
 3 files changed, 118 insertions(+), 98 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index b38d393d..221b4beb 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -31,53 +31,44 @@
 
 public class ObjectExtractor extends org.apache.pdfbox.pdfviewer.PageDrawer {
 
-    class PointComparator implements Comparator<Point2D> {
-        @Override
-        public int compare(Point2D o1, Point2D o2) {
-            float o1X = Utils.round(o1.getX(), 2);
-            float o1Y = Utils.round(o1.getY(), 2);
-            float o2X = Utils.round(o2.getX(), 2);
-            float o2Y = Utils.round(o2.getY(), 2);
-
-            if (o1Y > o2Y)
-                return 1;
-            if (o1Y < o2Y)
-                return -1;
-            if (o1X > o2X)
-                return 1;
-            if (o1X < o2X)
-                return -1;
-            return 0;
-        }
-    }
-
     private static final char[] spaceLikeChars = { ' ', '-', '1', 'i' };
     private static final String NBSP = "\u00A0";
 
-    private float minCharWidth = Float.MAX_VALUE,
-            minCharHeight = Float.MAX_VALUE;
+    private float minCharWidth;
+    private float minCharHeight;
     private List<TextElement> characters;
     private List<Ruling> rulings;
     private RectangleSpatialIndex<TextElement> spatialIndex;
     private AffineTransform pageTransform;
-    private Shape clippingPath;
-    public List<Shape> clippingPaths = new ArrayList<Shape>();
-    private boolean debugClippingPaths = false;
-    private Rectangle2D transformedClippingPathBounds;
-    private Shape transformedClippingPath;
-    private boolean extractRulingLines = true;
+    public List<Shape> clippingPaths;
+    private boolean debugClippingPaths;
+    private boolean extractRulingLines;
     private final PDDocument pdf_document;
     protected List pdf_document_pages;
 
 
     public ObjectExtractor(PDDocument pdf_document) throws IOException {
-        this(pdf_document, null);
+        this(pdf_document, null, true, false);
     }
 
-    public ObjectExtractor(PDDocument pdf_document, String password)
+    public ObjectExtractor(PDDocument pdf_document, boolean debugClippingPaths) throws IOException {
+        this(pdf_document, null, true, debugClippingPaths);
+    }
+    
+    public ObjectExtractor(PDDocument pdf_document, String password) throws IOException {
+        this(pdf_document, password, true, false);
+    }
+
+    public ObjectExtractor(PDDocument pdf_document, String password, boolean extractRulingLines, boolean debugClippingPaths)
             throws IOException {
         super();
         
+        this.clippingPaths = new ArrayList<Shape>();
+        this.debugClippingPaths = debugClippingPaths;
+        this.extractRulingLines = extractRulingLines;
+        
+        this.initialize();
+        
         // patch PageDrawer: dummy Graphics2D context so some drawing operators don't complain
         try {
             Field field = PageDrawer.class.getDeclaredField("graphics");
@@ -107,37 +98,36 @@ public ObjectExtractor(PDDocument pdf_document, String password)
 
     protected Page extractPage(Integer page_number) throws IOException {
 
-        if (page_number - 1 > this.pdf_document_pages.size() || page_number < 1) {
+        if (page_number > this.pdf_document_pages.size() || page_number < 1) {
             throw new java.lang.IndexOutOfBoundsException(
                     "Page number does not exist");
         }
+        this.initialize();
 
-        PDPage p = (PDPage) this.pdf_document_pages.get(page_number - 1);
-        PDStream contents = p.getContents();
-
-        if (contents == null) {
-            return null;
-        }
-        this.clear();
-
-        this.drawPage(p);
-
-        Utils.sort(this.characters);
-
-        float w, h;
-        int pageRotation = p.findRotation();
-        if (Math.abs(pageRotation) == 90 || Math.abs(pageRotation) == 270) {
-            w = p.findCropBox().getHeight();
-            h = p.findCropBox().getWidth();
-        }
-        else {
-            w = p.findCropBox().getWidth();
-            h = p.findCropBox().getHeight();
+        PDPage pdPage = (PDPage) this.pdf_document_pages.get(page_number - 1);
+        pdPage = this.drawPage(pdPage);
+        
+        if(pdPage != null) {
+        	
+        	Utils.sort(this.characters);
+        	
+        	float w, h;
+        	int pageRotation = pdPage.findRotation();
+        	if (Math.abs(pageRotation) == 90 || Math.abs(pageRotation) == 270) {
+        		w = pdPage.findCropBox().getHeight();
+        		h = pdPage.findCropBox().getWidth();
+        	}
+        	else {
+        		w = pdPage.findCropBox().getWidth();
+        		h = pdPage.findCropBox().getHeight();
+        	}
+        	
+        	return new Page(0, 0, w, h, pageRotation, page_number, this.characters,
+        			this.rulings, this.minCharWidth, this.minCharHeight,
+        			this.spatialIndex);
         }
+        return null;//TODO: content is empty, return null? or empty Page? or exception?
 
-        return new Page(0, 0, w, h, pageRotation, page_number, this.characters,
-                this.getRulings(), this.minCharWidth, this.minCharHeight,
-                this.spatialIndex);
     }
 
     public PageIterator extract(Iterable<Integer> pages) {
@@ -156,13 +146,15 @@ public void close() throws IOException {
         this.pdf_document.close();
     }
 
-    public void drawPage(PDPage p) throws IOException {
-        page = p;
+    private PDPage drawPage(PDPage p) throws IOException {
+        this.page = p;
         PDStream contents = p.getContents();
         if (contents != null) {
             ensurePageSize();
             this.processStream(p, p.findResources(), contents.getStream());
+            return p;
         }
+        return null;
     }
 
     private void ensurePageSize() {
@@ -173,7 +165,7 @@ private void ensurePageSize() {
         }
     }
 
-    private void clear() {
+    private void initialize() {
         this.characters = new ArrayList<TextElement>();
         this.rulings = new ArrayList<Ruling>();
         this.pageTransform = null;
@@ -363,14 +355,6 @@ protected void processTextPosition(TextPosition textPosition) {
 
     }
 
-    public float getMinCharWidth() {
-        return minCharWidth;
-    }
-
-    public float getMinCharHeight() {
-        return minCharHeight;
-    }
-
     public AffineTransform getPageTransform() {
 
         if (this.pageTransform != null) {
@@ -391,38 +375,21 @@ public AffineTransform getPageTransform() {
         return this.pageTransform;
     }
 
-    //public Rectangle2D currentClippingPath() {
     public Rectangle2D currentClippingPath() {
-        // Shape cp = this.getGraphicsState().getCurrentClippingPath();
-        // if (cp == this.clippingPath) {
-        // return this.transformedClippingPathBounds;
-        // }
-
-        this.clippingPath = this.getGraphicsState().getCurrentClippingPath();
-        this.transformedClippingPath = this.getPageTransform()
-                .createTransformedShape(this.clippingPath);
-        this.transformedClippingPathBounds = this.transformedClippingPath
+   
+    	Shape clippingPath = this.getGraphicsState().getCurrentClippingPath();
+        Shape transformedClippingPath = this.getPageTransform()
+                .createTransformedShape(clippingPath);
+        Rectangle2D transformedClippingPathBounds = transformedClippingPath
                 .getBounds2D();
 
-        return this.transformedClippingPathBounds;
+        return transformedClippingPathBounds;
     }
 
     public boolean isExtractRulingLines() {
         return extractRulingLines;
     }
 
-    public void setExtractRulingLines(boolean extractRulingLines) {
-        this.extractRulingLines = extractRulingLines;
-    }
-
-    public List<Ruling> getRulings() {
-        return rulings;
-    }
-
-    public List<TextElement> getCharacters() {
-        return characters;
-    }
-
     private static boolean isPrintable(String s) {
         Character c = s.charAt(0);
         Character.UnicodeBlock block = Character.UnicodeBlock.of(c);
@@ -434,12 +401,28 @@ public boolean isDebugClippingPaths() {
         return debugClippingPaths;
     }
 
-    public void setDebugClippingPaths(boolean debugClippingPaths) {
-        this.debugClippingPaths = debugClippingPaths;
-    }
-
     public int getPageCount() {
         return this.pdf_document_pages.size();
     }
+    
+    class PointComparator implements Comparator<Point2D> {
+        @Override
+        public int compare(Point2D o1, Point2D o2) {
+            float o1X = Utils.round(o1.getX(), 2);
+            float o1Y = Utils.round(o1.getY(), 2);
+            float o2X = Utils.round(o2.getX(), 2);
+            float o2Y = Utils.round(o2.getY(), 2);
+
+            if (o1Y > o2Y)
+                return 1;
+            if (o1Y < o2Y)
+                return -1;
+            if (o1X > o2X)
+                return 1;
+            if (o1X < o2X)
+                return -1;
+            return 0;
+        }
+    }
 
 }
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index e522ddad..c2615e32 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -211,8 +211,7 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
             boolean drawUnprocessedRulings, boolean drawProjectionProfile, boolean drawClippingPaths) throws IOException {
         PDDocument document = PDDocument.load(pdfPath);
         
-        ObjectExtractor oe = new ObjectExtractor(document);
-        oe.setDebugClippingPaths(drawClippingPaths);
+        ObjectExtractor oe = new ObjectExtractor(document, true);
         
         Page page = oe.extract(pageNumber + 1);
         
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index 0734a387..150ea8ab 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -56,9 +56,11 @@ public void testTextExtractionDoesNotRaise() throws IOException {
         PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/rotated_page.pdf");
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
-        while (pi.hasNext()) {
-            pi.next();
-        }
+        
+        assertTrue(pi.hasNext());
+        assertNotNull(pi.next());
+        assertFalse(pi.hasNext());
+        
     }
     
     @Test
@@ -77,13 +79,49 @@ public void testDontThrowNPEInShfill() throws IOException {
         PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/labor.pdf");
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
+        assertTrue(pi.hasNext());
         try {
             Page p = pi.next();
+            assertNotNull(p);
         }
         catch (NullPointerException e) {
             fail("NPE in ObjectExtractor " + e.toString());
         }
     }
     
+    @Test
+    public void testExtractOnePage() throws IOException{
+        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf");
+        assertEquals(2, pdf_document.getNumberOfPages());
+        
+        ObjectExtractor oe = new ObjectExtractor(pdf_document);
+        Page page = oe.extract(2);
+        
+        assertNotNull(page);
+    	
+    }
+    
+    @Test(expected = IndexOutOfBoundsException.class)
+    public void testExtractWrongPageNumber() throws IOException{
+        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf");
+        assertEquals(2, pdf_document.getNumberOfPages());
+        
+        ObjectExtractor oe = new ObjectExtractor(pdf_document);
+        oe.extract(3);
+    	
+    }
+    
+    @Test
+    public void testExtractWithoutExtractingRulings() throws IOException {
+        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/should_detect_rulings.pdf");
+        ObjectExtractor oe = new ObjectExtractor(pdf_document, null, false, false);
+        PageIterator pi = oe.extract();
+       
+        assertTrue(pi.hasNext());
+        Page page = pi.next();
+        assertNotNull(page);
+        assertEquals(0, page.getRulings().size());
+        assertFalse(pi.hasNext());
+    }
     
 }

From a344ca2d1f1d54f2517c0c154aa2e8627091db6a Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 11 Jan 2016 11:19:31 -0500
Subject: [PATCH 049/364] Turns out three table header rows are better than
 two. 51 tests pass now

---
 .../tabula/detectors/NurminenDetectionAlgorithm.java          | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index cb9ce701..7c4e2eb9 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -431,8 +431,8 @@ private Rectangle getTableFromText(List<Line> lines,
         }
 
         // do the same for lines at the top, but make the threshold greater since table headings tend to be
-        // larger to fit up to two-ish rows of text (at least but we don't want to grab too much)
-        rowHeightThreshold = avgRowHeight * 2.5f;
+        // larger to fit up to three-ish rows of text (at least but we don't want to grab too much)
+        rowHeightThreshold = avgRowHeight * 3.5f;
 
         for (int i=horizontalRulings.size() - 1; i>=0; i--) {
             Line2D.Float ruling = horizontalRulings.get(i);

From 47b8527993543bebde264bcfdc23ecffe50c227a Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Mon, 11 Jan 2016 16:33:59 -0300
Subject: [PATCH 050/364] Store a reference to PDPage in Page

---
 .../technology/tabula/ObjectExtractor.java    |  3 +--
 src/main/java/technology/tabula/Page.java     | 21 +++++++++++++------
 2 files changed, 16 insertions(+), 8 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 221b4beb..b04927fb 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -122,12 +122,11 @@ protected Page extractPage(Integer page_number) throws IOException {
         		h = pdPage.findCropBox().getHeight();
         	}
         	
-        	return new Page(0, 0, w, h, pageRotation, page_number, this.characters,
+        	return new Page(0, 0, w, h, pageRotation, page_number, pdPage, this.characters,
         			this.rulings, this.minCharWidth, this.minCharHeight,
         			this.spatialIndex);
         }
         return null;//TODO: content is empty, return null? or empty Page? or exception?
-
     }
 
     public PageIterator extract(Iterable<Integer> pages) {
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 77debcc1..2f6090ec 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -9,6 +9,8 @@
 import java.util.List;
 import java.util.Map;
 
+import org.apache.pdfbox.pdmodel.PDPage;
+
 @SuppressWarnings("serial")
 // TODO: this class should probably be called "PageArea" or something like that
 public class Page extends Rectangle {
@@ -20,27 +22,29 @@ public class Page extends Rectangle {
     private float minCharWidth;
     private float minCharHeight;
     private RectangleSpatialIndex<TextElement> spatial_index;
+    private PDPage pdPage;
 
-    public Page(float top, float left, float width, float height, int rotation, int page_number) {
+    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage) {
         super(top, left, width, height);
         this.rotation = rotation;
         this.pageNumber = page_number;
+        this.pdPage = pdPage;
     }
     
-    public Page(float top, float left, float width, float height, int rotation, int page_number,
+    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage,
             List<TextElement> characters, List<Ruling> rulings) {
 
-        this(top, left, width, height, rotation, page_number);
+        this(top, left, width, height, rotation, page_number, pdPage);
         this.texts = characters;
         this.rulings = rulings;
     }
 
 
-    public Page(float top, float left, float width, float height, int rotation, int page_number,
+    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage,
             List<TextElement> characters, List<Ruling> rulings,
             float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
 
-        this(top, left, width, height, rotation, page_number, characters, rulings);
+        this(top, left, width, height, rotation, page_number, pdPage, characters, rulings);
         this.minCharHeight = minCharHeight;
         this.minCharWidth = minCharWidth;
         this.spatial_index = index;
@@ -56,6 +60,7 @@ public Page getArea(Rectangle area) {
                 (float) area.getHeight(),
                 rotation,
                 pageNumber,
+                pdPage,
                 t,
                 Ruling.cropRulingsToArea(getRulings(), area),
 
@@ -215,7 +220,11 @@ public float getMinCharWidth() {
     public float getMinCharHeight() {
         return minCharHeight;
     }
-    
+
+    public PDPage getPDPage() {
+    	return pdPage;
+    }
+
     public RectangleSpatialIndex<TextElement> getSpatialIndex() {
         return this.spatial_index;
     }

From 9da348fa97153c9e08e037724176b3aa24f0cd12 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 11 Jan 2016 16:43:25 -0500
Subject: [PATCH 051/364] Reuse code from elsewhere and get rid of some
 duplicate stuff

---
 src/main/java/technology/tabula/Ruling.java   |  10 +-
 .../detectors/NurminenDetectionAlgorithm.java | 216 +++---------------
 .../SpreadsheetExtractionAlgorithm.java       |   4 +-
 3 files changed, 36 insertions(+), 194 deletions(-)

diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index 1433878b..7a1f4fc9 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -24,8 +24,14 @@ public Ruling(float top, float left, float width, float height) {
     
     public Ruling(Point2D p1, Point2D p2) {
         super(p1, p2);
-        
-        // normalize almost vertical or almost horizontal lines
+        this.normalize();
+    }
+
+    /**
+     * Normalize almost horizontal or almost vertical lines
+     */
+    public void normalize() {
+
         double angle = this.getAngle();
         if (Utils.within(angle, 0, 1) || Utils.within(angle, 180, 1)) { // almost horizontal
             this.setLine(this.x1, this.y1, this.x2, this.y1);
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 7c4e2eb9..3c0b2ef7 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -9,6 +9,7 @@
 import org.apache.pdfbox.util.PDFOperator;
 import technology.tabula.*;
 import technology.tabula.Rectangle;
+import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
 import java.awt.*;
 import java.awt.geom.Line2D;
@@ -132,7 +133,7 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             return new ArrayList<Rectangle>();
         }
 
-        List<Line2D.Float> horizontalRulings = this.getHorizontalRulings(image);
+        List<Ruling> horizontalRulings = this.getHorizontalRulings(image);
 
         // now check the page for vertical lines, but remove the text first to make things less confusing
         try {
@@ -142,9 +143,9 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             return new ArrayList<Rectangle>();
         }
 
-        List<Line2D.Float> verticalRulings = this.getVerticalRulings(image);
+        List<Ruling> verticalRulings = this.getVerticalRulings(image);
 
-        List<Line2D.Float> allEdges = new ArrayList<Line2D.Float>(horizontalRulings);
+        List<Ruling> allEdges = new ArrayList<Ruling>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
         List<Rectangle> tableAreas = new ArrayList<Rectangle>();
@@ -154,15 +155,24 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
             // now we need to snap edge endpoints to a grid
             Utils.snapPoints(allEdges, POINT_SNAP_DISTANCE_THRESHOLD, POINT_SNAP_DISTANCE_THRESHOLD);
 
-            // next get the crossing points of all the edges
-            Set<Point2D.Float> crossingPoints = this.getCrossingPoints(horizontalRulings, verticalRulings);
+            // normalize the rulings to make sure snapping didn't create any wacky non-horizontal/vertical rulings
+            for (List<Ruling> rulings : Arrays.asList(horizontalRulings, verticalRulings)) {
+                for (Iterator<Ruling> iterator = rulings.iterator(); iterator.hasNext();) {
+                    Ruling ruling = iterator.next();
+
+                    ruling.normalize();
+                    if (ruling.oblique()) {
+                        iterator.remove();
+                    }
+                }
+            }
 
             // merge the edge lines into rulings - this makes finding edges between crossing points in the next step easier
-            horizontalRulings = this.mergeHorizontalEdges(horizontalRulings);
-            verticalRulings = this.mergeVerticalEdges(verticalRulings);
+            horizontalRulings = Ruling.collapseOrientedRulings(horizontalRulings);
+            verticalRulings = Ruling.collapseOrientedRulings(verticalRulings);
 
             // use the rulings and points to find cells
-            List<Rectangle> cells = this.findRectangles(crossingPoints, horizontalRulings, verticalRulings);
+            List<? extends Rectangle> cells = SpreadsheetExtractionAlgorithm.findCells(horizontalRulings, verticalRulings);
 
             // then use those cells to make table areas
             tableAreas = this.getTableAreasFromCells(cells);
@@ -323,7 +333,7 @@ public int compare(Rectangle o1, Rectangle o2) {
     private Rectangle getTableFromText(List<Line> lines,
                                        List<TextEdge> relevantEdges,
                                        int relevantEdgeCount,
-                                       List<Line2D.Float> horizontalRulings) {
+                                       List<Ruling> horizontalRulings) {
 
         Rectangle table = new Rectangle();
 
@@ -653,95 +663,7 @@ private TextEdges getTextEdges(List<Line> lines) {
         return new TextEdges(leftTextEdges, midTextEdges, rightTextEdges);
     }
 
-    private List<Line2D.Float> mergeHorizontalEdges(List<Line2D.Float> horizontalEdges) {
-        if (horizontalEdges.size() == 0) {
-            return horizontalEdges;
-        }
-
-        List<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
-
-        // sort rulings by top-leftmost first
-        Collections.sort(horizontalEdges, new Comparator<Line2D.Float>() {
-            @Override
-            public int compare(Line2D.Float o1, Line2D.Float o2) {
-                if (o1.equals(o2)) {
-                    return 0;
-                }
-
-                if (o1.y1 == o2.y1) {
-                    return Float.compare(o1.x1, o2.x1);
-                } else {
-                    return Float.compare(o1.y1, o2.y1);
-                }
-            }
-        });
-
-        Line2D.Float currentRuling = horizontalEdges.get(0);
-        for (int i=1; i<horizontalEdges.size(); i++) {
-            Line2D.Float nextEdge = horizontalEdges.get(i);
-
-            if (currentRuling.y1 == nextEdge.y1 &&
-                    nextEdge.x1 >= currentRuling.x1 &&
-                    nextEdge.x1 <= currentRuling.x2) {
-                // this line segment can be part of the current line
-                currentRuling.x2 = Math.max(nextEdge.x2, currentRuling.x2);
-            } else {
-                // store the complete line and continue
-                horizontalRulings.add(currentRuling);
-                currentRuling = nextEdge;
-            }
-        }
-
-        horizontalRulings.add(currentRuling);
-
-        return horizontalRulings;
-    }
-
-    private List<Line2D.Float> mergeVerticalEdges(List<Line2D.Float> verticalEdges) {
-        if (verticalEdges.size() == 0) {
-            return verticalEdges;
-        }
-
-        List<Line2D.Float> verticalRulings = new ArrayList<Line2D.Float>();
-
-        // sort by left-topmost first
-        Collections.sort(verticalEdges, new Comparator<Line2D.Float>() {
-            @Override
-            public int compare(Line2D.Float o1, Line2D.Float o2) {
-                if (o1.equals(o2)) {
-                    return 0;
-                }
-
-                if (o1.x1 == o2.x1) {
-                    return Float.compare(o1.y1, o2.y1);
-                } else {
-                    return Float.compare(o1.x1, o2.x1);
-                }
-            }
-        });
-
-        Line2D.Float currentRuling = verticalEdges.get(0);
-        for (int i=1; i<verticalEdges.size(); i++) {
-            Line2D.Float nextEdge = verticalEdges.get(i);
-
-            if (currentRuling.x1 == nextEdge.x1 &&
-                    nextEdge.y1 >= currentRuling.y1 &&
-                    nextEdge.y1 <= currentRuling.y2) {
-                // line segment is part of the current line
-                currentRuling.y2 = Math.max(nextEdge.y2, currentRuling.y2);
-            } else {
-                // store the complete line and continue
-                verticalRulings.add(currentRuling);
-                currentRuling = nextEdge;
-            }
-        }
-
-        verticalRulings.add(currentRuling);
-
-        return verticalRulings;
-    }
-
-    private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
+    private List<Rectangle> getTableAreasFromCells(List<? extends Rectangle> cells) {
         List<List<Rectangle>> cellGroups = new ArrayList<List<Rectangle>>();
         for (Rectangle cell : cells) {
             boolean addedToGroup = false;
@@ -797,97 +719,11 @@ private List<Rectangle> getTableAreasFromCells(List<Rectangle> cells) {
         return tableAreas;
     }
 
-    private List<Rectangle> findRectangles(
-            Set<Point2D.Float> crossingPoints,
-            List<Line2D.Float> horizontalEdges,
-            List<Line2D.Float> verticalEdges) {
-
-        List<Rectangle> foundRectangles = new ArrayList<Rectangle>();
-
-        ArrayList<Point2D.Float> sortedPoints = new ArrayList<Point2D.Float>(crossingPoints);
-
-        // sort all points by y value and then x value - this means that the first element
-        // is always the top-leftmost point
-        Collections.sort(sortedPoints, pointComparator);
-
-        for (int i=0; i<sortedPoints.size(); i++) {
-            Point2D.Float topLeftPoint = sortedPoints.get(i);
-
-            ArrayList<Point2D.Float> pointsBelow = new ArrayList<Point2D.Float>();
-            ArrayList<Point2D.Float> pointsRight = new ArrayList<Point2D.Float>();
-
-            for (int j=i+1; j<sortedPoints.size(); j++) {
-                Point2D.Float checkPoint = sortedPoints.get(j);
-                if (topLeftPoint.getX() == checkPoint.getX() && topLeftPoint.getY() < checkPoint.getY()) {
-                    pointsBelow.add(checkPoint);
-                } else if (topLeftPoint.getY() == checkPoint.getY() && topLeftPoint.getX() < checkPoint.getX()) {
-                    pointsRight.add(checkPoint);
-                }
-            }
-
-            nextCrossingPoint:
-            for (Point2D.Float belowPoint : pointsBelow) {
-                if (!this.edgeExistsBetween(topLeftPoint, belowPoint, verticalEdges)) {
-                    break nextCrossingPoint;
-                }
-
-                for (Point2D.Float rightPoint : pointsRight) {
-                    if (!this.edgeExistsBetween(topLeftPoint, rightPoint, horizontalEdges)) {
-                        break nextCrossingPoint;
-                    }
-
-                    Point2D.Float bottomRightPoint = new Point2D.Float(rightPoint.x, belowPoint.y);
-
-                    if (sortedPoints.contains(bottomRightPoint)
-                            && this.edgeExistsBetween(belowPoint, bottomRightPoint, horizontalEdges)
-                            && this.edgeExistsBetween(rightPoint, bottomRightPoint, verticalEdges)) {
-
-                        foundRectangles.add(new Rectangle(
-                                topLeftPoint.y,
-                                topLeftPoint.x,
-                                bottomRightPoint.x - topLeftPoint.x,
-                                bottomRightPoint.y - topLeftPoint.y)
-                        );
-
-                        break nextCrossingPoint;
-                    }
-                }
-            }
-        }
-
-        return foundRectangles;
-    }
-
-    private boolean edgeExistsBetween(Point2D.Float p1, Point2D.Float p2, List<Line2D.Float> edges) {
-        for (Line2D.Float edge : edges) {
-            if (p1.x >= edge.x1 && p1.x <= edge.x2 && p1.y >= edge.y1 && p1.y <= edge.y2
-                    && p2.x >= edge.x1 && p2.x <= edge.x2 && p2.y >= edge.y1 && p2.y <= edge.y2) {
-                return true;
-            }
-        }
-
-        return false;
-    }
-
-    private Set<Point2D.Float> getCrossingPoints(List<Line2D.Float> horizontalEdges, List<Line2D.Float> verticalEdges) {
-        Set<Point2D.Float> crossingPoints = new HashSet<Point2D.Float>();
-
-        for (Line2D.Float horizontalEdge : horizontalEdges) {
-            for (Line2D.Float verticalEdge : verticalEdges) {
-                if (horizontalEdge.intersectsLine(verticalEdge)) {
-                    crossingPoints.add(new Point2D.Float(verticalEdge.x1, horizontalEdge.y1));
-                }
-            }
-        }
-
-        return crossingPoints;
-    }
-
-    private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
+    private List<Ruling> getHorizontalRulings(BufferedImage image) {
 
         // get all horizontal edges, which we'll define as a change in grayscale colour
         // along a straight line of a certain length
-        ArrayList<Line2D.Float> horizontalRulings = new ArrayList<Line2D.Float>();
+        ArrayList<Ruling> horizontalRulings = new ArrayList<Ruling>();
 
         Raster r = image.getRaster();
         int width = r.getWidth();
@@ -935,7 +771,7 @@ private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
                     int endX = lineX - 1;
                     int lineWidth = endX - x;
                     if (lineWidth > HORIZONTAL_EDGE_WIDTH_MINIMUM) {
-                        horizontalRulings.add(new Line2D.Float(x, y, endX, y));
+                        horizontalRulings.add(new Ruling(new Point2D.Float(x, y), new Point2D.Float(endX, y)));
                     }
                 }
 
@@ -946,11 +782,11 @@ private List<Line2D.Float> getHorizontalRulings(BufferedImage image) {
         return horizontalRulings;
     }
 
-    private List<Line2D.Float> getVerticalRulings(BufferedImage image) {
+    private List<Ruling> getVerticalRulings(BufferedImage image) {
 
         // get all vertical edges, which we'll define as a change in grayscale colour
         // along a straight line of a certain length
-        ArrayList<Line2D.Float> verticalRulings = new ArrayList<Line2D.Float>();
+        ArrayList<Ruling> verticalRulings = new ArrayList<Ruling>();
 
         Raster r = image.getRaster();
         int width = r.getWidth();
@@ -998,7 +834,7 @@ private List<Line2D.Float> getVerticalRulings(BufferedImage image) {
                     int endY = lineY - 1;
                     int lineLength = endY - y;
                     if (lineLength > VERTICAL_EDGE_HEIGHT_MINIMUM) {
-                        verticalRulings.add(new Line2D.Float(x, y, x, endY));
+                        verticalRulings.add(new Ruling(new Point2D.Float(x, y), new Point2D.Float(x, endY)));
                     }
                 }
 
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index b42d4f42..1f2714a6 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -270,7 +270,7 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
         return cellsFound;
     }
     
-    public List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle> cells) {
+    public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle> cells) {
         // via: http://stackoverflow.com/questions/13746284/merging-multiple-adjacent-rectangles-into-one-polygon
         List<Rectangle> rectangles = new ArrayList<Rectangle>();
         Set<Point2D> pointSet = new HashSet<Point2D>();
@@ -386,7 +386,7 @@ private enum Direction {
         VERTICAL
     }
     
-     class PolygonVertex {
+     static class PolygonVertex {
         Point2D point;
         Direction direction;
         

From cfeeaac53ddeb1bc302a278780e211aea1692aca Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Mon, 11 Jan 2016 16:59:30 -0500
Subject: [PATCH 052/364] Remove the need for a reference to the pdf document

---
 .../technology/tabula/CommandLineApp.java     |  2 +-
 .../tabula/detectors/DetectionAlgorithm.java  |  2 +-
 .../detectors/NurminenDetectionAlgorithm.java | 66 +++----------------
 .../SpreadsheetDetectionAlgorithm.java        |  2 +-
 .../technology/tabula/TestTableDetection.java |  2 +-
 5 files changed, 13 insertions(+), 61 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 6ea773bb..a98a02e5 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -156,7 +156,7 @@ public void extractTables(CommandLine line) throws ParseException {
                         // guess the page areas to extract using a detection algorithm
                         // currently we only have a detector that uses spreadsheets to find table areas
                         DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
-                        List<Rectangle> guesses = detector.detect(page, pdfFile);
+                        List<Rectangle> guesses = detector.detect(page);
 
                         for (Rectangle guessRect : guesses) {
                             Page guess = page.getArea(guessRect);
diff --git a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
index 5f72b4fb..6f717c5b 100644
--- a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
@@ -11,5 +11,5 @@
  * Created by matt on 2015-12-14.
  */
 public interface DetectionAlgorithm {
-    List<Rectangle> detect(Page page, File referenceDocument);
+    List<Rectangle> detect(Page page);
 }
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 3c0b2ef7..010da9b0 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -101,34 +101,17 @@ public RelevantEdges(int edgeType, int edgeCount) {
         }
     }
 
-    // for debugging
-    private File currentDoc;
-    private Page currentPage;
-    private PDPage currentPDPage;
-
     @Override
-    public List<Rectangle> detect(Page page, File referenceDocument) {
-
-        // open a PDDocument to read stuff in
-        PDDocument pdfDocument;
-        try {
-            pdfDocument = PDDocument.load(referenceDocument);
-        } catch (Exception e) {
-            return new ArrayList<Rectangle>();
-        }
-
-        // get the page in question (and keep refs for debugging)
-        this.currentPDPage = (PDPage) pdfDocument.getDocumentCatalog().getAllPages().get(page.getPageNumber() - 1);
-        this.currentDoc = referenceDocument;
-        this.currentPage = page;
+    public List<Rectangle> detect(Page page) {
 
         // get horizontal & vertical lines
         // we get these from an image of the PDF and not the PDF itself because sometimes there are invisible PDF
         // instructions that are interpreted incorrectly as visible elements - we really want to capture what a
         // person sees when they look at the PDF
         BufferedImage image;
+        PDPage pdfPage = page.getPDPage();
         try {
-            image = this.currentPDPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
         } catch (IOException e) {
             return new ArrayList<Rectangle>();
         }
@@ -137,8 +120,8 @@ public List<Rectangle> detect(Page page, File referenceDocument) {
 
         // now check the page for vertical lines, but remove the text first to make things less confusing
         try {
-            this.removeText(pdfDocument, this.currentPDPage);
-            image = this.currentPDPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+            this.removeText(pdfPage);
+            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
         } catch (Exception e) {
             return new ArrayList<Rectangle>();
         }
@@ -323,10 +306,6 @@ public int compare(Rectangle o1, Rectangle o2) {
 
         tableSet.addAll(tableAreas);
 
-        this.currentDoc = null;
-        this.currentPage = null;
-        this.currentPDPage = null;
-
         return new ArrayList<Rectangle>(tableSet);
     }
 
@@ -846,7 +825,7 @@ private List<Ruling> getVerticalRulings(BufferedImage image) {
     }
 
     // taken from http://www.docjar.com/html/api/org/apache/pdfbox/examples/util/RemoveAllText.java.html
-    private void removeText(PDDocument document, PDPage page) throws IOException {
+    private void removeText(PDPage page) throws IOException {
         PDFStreamParser parser = new PDFStreamParser(page.getContents());
         parser.parse();
 
@@ -865,40 +844,13 @@ private void removeText(PDDocument document, PDPage page) throws IOException {
             newTokens.add(token);
         }
 
+        PDDocument document = new PDDocument();
+        document.addPage(page);
+
         PDStream newContents = new PDStream(document);
         ContentStreamWriter writer = new ContentStreamWriter(newContents.createOutputStream());
         writer.writeTokens(newTokens);
         newContents.addCompression();
         page.setContents(newContents);
     }
-
-    private void debug(Collection<? extends Shape> shapes) {
-        this.debug(shapes, false);
-    }
-
-    private void debug(Collection<? extends Shape> shapes, boolean twox) {
-        Color[] COLORS = { new Color(27, 158, 119),
-                new Color(217, 95, 2), new Color(117, 112, 179),
-                new Color(231, 41, 138), new Color(102, 166, 30) };
-
-        try {
-            int res = twox ? 144 : 72;
-
-            BufferedImage image = this.currentPDPage.convertToImage(BufferedImage.TYPE_INT_RGB, res);
-            Graphics2D g = (Graphics2D) image.getGraphics();
-
-            g.setStroke(new BasicStroke(2f));
-            int i = 0;
-
-            for (Shape s : shapes) {
-                g.setColor(COLORS[(i++) % 5]);
-                g.draw(s);
-            }
-
-            String debugFileOut = this.currentDoc.getAbsolutePath().replace(".pdf", "-" + this.currentPage.getPageNumber() + ".jpg");
-
-            ImageIOUtil.writeImage(image, debugFileOut, res);
-        } catch (IOException e) {
-        }
-    }
 }
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 3746cf07..87a2193d 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -20,7 +20,7 @@
  */
 public class SpreadsheetDetectionAlgorithm implements DetectionAlgorithm {
     @Override
-    public List<Rectangle> detect(Page page, File referenceDocument) {
+    public List<Rectangle> detect(Page page) {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 40ca3d09..3c60cb8d 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -181,7 +181,7 @@ public void testDetectionOfTables() throws Exception {
         PageIterator pages = extractor.extract();
         while (pages.hasNext()) {
             Page page = pages.next();
-            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page, this.pdf);
+            List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page);
             if (tablesOnPage.size() > 0) {
                 detectedTables.put(new Integer(page.getPageNumber()), tablesOnPage);
             }

From ff4c8e5d0b701a93ecf44bf36707bd34620230e8 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 12 Jan 2016 11:47:29 -0500
Subject: [PATCH 053/364] Remove an unused point comparator and some unused
 imports

---
 .../detectors/NurminenDetectionAlgorithm.java | 21 -------------------
 1 file changed, 21 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 010da9b0..b73ab040 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -5,18 +5,15 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.common.PDStream;
-import org.apache.pdfbox.util.ImageIOUtil;
 import org.apache.pdfbox.util.PDFOperator;
 import technology.tabula.*;
 import technology.tabula.Rectangle;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
-import java.awt.*;
 import java.awt.geom.Line2D;
 import java.awt.geom.Point2D;
 import java.awt.image.BufferedImage;
 import java.awt.image.Raster;
-import java.io.File;
 import java.io.IOException;
 import java.util.*;
 import java.util.List;
@@ -40,24 +37,6 @@ public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
     private static final int REQUIRED_CELLS_FOR_TABLE = 4;
     private static final float IDENTICAL_TABLE_OVERLAP_RATIO = 0.98f;
 
-    /**
-     * Comparator to sort points by top-leftmost first
-     */
-    private static final Comparator<Point2D.Float> pointComparator = new Comparator<Point2D.Float>() {
-        @Override
-        public int compare(Point2D.Float o1, Point2D.Float o2) {
-            if (o1.equals(o2)) {
-                return 0;
-            }
-
-            if (o1.getY() == o2.getY()) {
-                return Double.compare(o1.getX(), o2.getX());
-            } else {
-                return Double.compare(o1.getY(), o2.getY());
-            }
-        }
-    };
-
     /**
      * Helper class that encapsulates a text edge
      */

From 4777c14f1c1e9996e05d47c3db5c296dec876d40 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Tue, 12 Jan 2016 20:44:52 -0500
Subject: [PATCH 054/364] Better table detection tests now have baseline data
 to test for regressions

---
 .../technology/tabula/TestTableDetection.java | 247 +++++++++++-------
 .../competition-dataset-eu/eu-001.json        |   1 +
 .../competition-dataset-eu/eu-002.json        |   1 +
 .../competition-dataset-eu/eu-003.json        |   1 +
 .../competition-dataset-eu/eu-004.json        |   1 +
 .../competition-dataset-eu/eu-005.json        |   1 +
 .../competition-dataset-eu/eu-006.json        |   1 +
 .../competition-dataset-eu/eu-007.json        |   1 +
 .../competition-dataset-eu/eu-008.json        |   1 +
 .../competition-dataset-eu/eu-009a.json       |   1 +
 .../competition-dataset-eu/eu-010.json        |   1 +
 .../competition-dataset-eu/eu-011.json        |   1 +
 .../competition-dataset-eu/eu-012.json        |   1 +
 .../competition-dataset-eu/eu-013.json        |   1 +
 .../competition-dataset-eu/eu-014.json        |   1 +
 .../competition-dataset-eu/eu-015.json        |   1 +
 .../competition-dataset-eu/eu-016.json        |   1 +
 .../competition-dataset-eu/eu-017.json        |   1 +
 .../competition-dataset-eu/eu-018.json        |   1 +
 .../competition-dataset-eu/eu-019.json        |   1 +
 .../competition-dataset-eu/eu-020.json        |   1 +
 .../competition-dataset-eu/eu-021.json        |   1 +
 .../competition-dataset-eu/eu-022.json        |   1 +
 .../competition-dataset-eu/eu-023.json        |   1 +
 .../competition-dataset-eu/eu-024.json        |   1 +
 .../competition-dataset-eu/eu-025.json        |   1 +
 .../competition-dataset-eu/eu-026.json        |   1 +
 .../competition-dataset-eu/eu-027.json        |   1 +
 .../competition-dataset-us/us-001.json        |   1 +
 .../competition-dataset-us/us-002.json        |   1 +
 .../competition-dataset-us/us-003.json        |   1 +
 .../competition-dataset-us/us-004.json        |   1 +
 .../competition-dataset-us/us-005.json        |   1 +
 .../competition-dataset-us/us-006.json        |   1 +
 .../competition-dataset-us/us-007.json        |   1 +
 .../competition-dataset-us/us-008.json        |   1 +
 .../competition-dataset-us/us-009.json        |   1 +
 .../competition-dataset-us/us-010.json        |   1 +
 .../competition-dataset-us/us-011a.json       |   1 +
 .../competition-dataset-us/us-012.json        |   1 +
 .../competition-dataset-us/us-013.json        |   1 +
 .../competition-dataset-us/us-014.json        |   1 +
 .../competition-dataset-us/us-015.json        |   1 +
 .../competition-dataset-us/us-016.json        |   1 +
 .../competition-dataset-us/us-017.json        |   1 +
 .../competition-dataset-us/us-018.json        |   1 +
 .../competition-dataset-us/us-019.json        |   1 +
 .../competition-dataset-us/us-020.json        |   1 +
 .../competition-dataset-us/us-021.json        |   1 +
 .../competition-dataset-us/us-022.json        |   1 +
 .../competition-dataset-us/us-023.json        |   1 +
 .../competition-dataset-us/us-024.json        |   1 +
 .../competition-dataset-us/us-025.json        |   1 +
 .../competition-dataset-us/us-026.json        |   1 +
 .../competition-dataset-us/us-027.json        |   1 +
 .../competition-dataset-us/us-028.json        |   1 +
 .../competition-dataset-us/us-029.json        |   1 +
 .../competition-dataset-us/us-030.json        |   1 +
 .../competition-dataset-us/us-031a.json       |   1 +
 .../competition-dataset-us/us-032.json        |   1 +
 .../competition-dataset-us/us-033.json        |   1 +
 .../competition-dataset-us/us-034.json        |   1 +
 .../competition-dataset-us/us-035a.json       |   1 +
 .../competition-dataset-us/us-036.json        |   1 +
 .../competition-dataset-us/us-037.json        |   1 +
 .../competition-dataset-us/us-038.json        |   1 +
 .../competition-dataset-us/us-039.json        |   1 +
 .../competition-dataset-us/us-040.json        |   1 +
 68 files changed, 222 insertions(+), 92 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.json
 create mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.json

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 3c60cb8d..1d8d0bd5 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -28,17 +28,65 @@
 @RunWith(Parameterized.class)
 public class TestTableDetection {
 
-    private class TestStatistics {
+    private static int numTests = 0;
+    private static int numPassingTests = 0;
+    private static int totalExpectedTables = 0;
+    private static int totalCorrectlyDetectedTables = 0;
+    private static int totalErroneouslyDetectedTables = 0;
+
+    private static final class TestStatus {
         public int numExpectedTables;
-        public int numDetectedTables;
-        public TestStatistics() {
+        public int numCorrectlyDetectedTables;
+        public int numErroneouslyDetectedTables;
+        public boolean expectedFailure;
+
+        private transient boolean firstRun;
+        private transient String pdfFilename;
+
+        public TestStatus() {
+            this(null);
+        }
+
+        public TestStatus(String pdfFilename) {
             this.numExpectedTables = 0;
-            this.numDetectedTables = 0;
+            this.numCorrectlyDetectedTables = 0;
+            this.expectedFailure = false;
+            this.pdfFilename = pdfFilename;
+        }
+
+        public static TestStatus load(String pdfFilename) {
+            TestStatus status;
+
+            try {
+                String json = UtilsForTesting.loadJson(jsonFilename(pdfFilename));
+                status = new Gson().fromJson(json, TestStatus.class);
+                status.pdfFilename = pdfFilename;
+            } catch (IOException ioe) {
+                status = new TestStatus(pdfFilename);
+                status.firstRun = true;
+            }
+
+            return status;
+        }
+
+        public void save() {
+            try {
+                FileWriter w = new FileWriter(jsonFilename(this.pdfFilename));
+                Gson gson = new Gson();
+                w.write(gson.toJson(this));
+                w.close();
+            } catch (Exception e) {
+            }
         }
-    }
 
-    private static final String STATISTICS_FILE = "src/test/resources/technology/tabula/icdar2013-dataset/test-statistics.json";
-    private static final boolean ASSERT = true;
+        public boolean isFirstRun() {
+            return this.firstRun;
+        }
+
+        private static String jsonFilename(String pdfFilename) {
+            return pdfFilename.replace(".pdf", ".json");
+        }
+    }
 
     @Parameterized.Parameters
     public static Collection<Object[]> data() {
@@ -65,50 +113,22 @@ public boolean accept(File dir, String name) {
         return data;
     }
 
-    @BeforeClass
-    public static void clearStats() {
-        try {
-            File statsFile = new File(STATISTICS_FILE);
-            statsFile.delete();
-        } catch (Exception e) {
-            // file must not exist in the first place
-        }
-    }
-
     private File pdf;
     private DocumentBuilder builder;
+    private TestStatus status;
 
-    private TestStatistics stats;
+    private int numCorrectlyDetectedTables = 0;
+    private int numErroneouslyDetectedTables = 0;
 
     public TestTableDetection(File pdf) {
         this.pdf = pdf;
+        this.status = TestStatus.load(pdf.getAbsolutePath());
 
         DocumentBuilderFactory factory = DocumentBuilderFactory.newInstance();
         try {
             this.builder = factory.newDocumentBuilder();
         } catch (Exception e) {
         }
-
-        // read in the overall test statistics
-        Gson gson = new Gson();
-        String statsJson;
-        try {
-            statsJson = UtilsForTesting.loadJson(STATISTICS_FILE);
-            this.stats = gson.fromJson(statsJson, TestStatistics.class);
-        } catch (IOException ioe) {
-            // file must not exist
-            this.stats = new TestStatistics();
-        }
-    }
-
-    private void saveStats() {
-        try {
-            FileWriter w = new FileWriter(STATISTICS_FILE);
-            Gson gson = new Gson();
-            w.write(gson.toJson(this.stats));
-            w.close();
-        } catch (Exception e) {
-        }
     }
 
     private void printTables(Map<Integer, List<Rectangle>> tables) {
@@ -120,9 +140,9 @@ private void printTables(Map<Integer, List<Rectangle>> tables) {
         }
     }
 
-    @Ignore("Test is ignored until better table detection algorithms are implemented")
     @Test
     public void testDetectionOfTables() throws Exception {
+        numTests++;
 
         // xml parsing stuff for ground truth
         Document regionDocument = this.builder.parse(this.pdf.getAbsolutePath().replace(".pdf", "-reg.xml"));
@@ -134,6 +154,7 @@ public void testDetectionOfTables() throws Exception {
 
         // parse expected tables from the ground truth dataset
         Map<Integer, List<Rectangle>> expectedTables = new HashMap<Integer, List<Rectangle>>();
+
         int numExpectedTables = 0;
 
         for (int i=0; i<tables.getLength(); i++) {
@@ -169,9 +190,6 @@ public void testDetectionOfTables() throws Exception {
             numExpectedTables++;
         }
 
-        // save some stats
-        this.stats.numExpectedTables += numExpectedTables;
-
         // now find tables detected by tabula-java
         Map<Integer, List<Rectangle>> detectedTables = new HashMap<Integer, List<Rectangle>>();
 
@@ -197,73 +215,118 @@ public void testDetectionOfTables() throws Exception {
         System.out.println("Detected Tables:");
         this.printTables(detectedTables);
 
-        if (ASSERT) {
-            assertEquals("Did not detect tables on the same number of pages", expectedTables.size(), detectedTables.size());
-        } else if (expectedTables.size() != detectedTables.size()) {
-            System.out.println("Did not detect tables on the same number of pages");
-        }
+        List<String> errors = new ArrayList<String>();
+        this.status.numExpectedTables = numExpectedTables;
+        totalExpectedTables += numExpectedTables;
 
         for (Integer page : expectedTables.keySet()) {
             List<Rectangle> expectedPageTables = expectedTables.get(page);
             List<Rectangle> detectedPageTables = detectedTables.get(page);
 
-            if (ASSERT) {
-                assertNotNull("Expected tables not found on page " + page.toString(), detectedPageTables);
-            } else if (detectedPageTables == null) {
-                System.out.println("Expected tables not found on page " + page.toString());
+            if (detectedPageTables == null) {
+                errors.add("Page " + page.toString() + ": " + expectedPageTables.size() + " expected tables not found");
                 continue;
             }
 
-            int maxTableNum = expectedPageTables.size();
-            if (ASSERT) {
-                assertEquals("Did not find the same number of tables on page " + page.toString(), expectedPageTables.size(), detectedPageTables.size());
-            } else if (expectedPageTables.size() != detectedPageTables.size()) {
-                System.out.println("Did not find the same number of tables on page " + page.toString());
-                maxTableNum = Math.min(expectedPageTables.size(), detectedPageTables.size());
+            errors.addAll(this.comparePages(page, detectedPageTables, expectedPageTables));
+
+            detectedTables.remove(page);
+        }
+
+        // leftover pages means we detected extra tables
+        for (Integer page : detectedTables.keySet()) {
+            List<Rectangle> detectedPageTables = detectedTables.get(page);
+            errors.add("Page " + page.toString() + ": " + detectedPageTables.size() + " tables detected where there are none");
+
+            this.numErroneouslyDetectedTables += detectedPageTables.size();
+            totalErroneouslyDetectedTables += detectedPageTables.size();
+        }
+
+        boolean failed = errors.size() > 0;
+
+        if (failed) {
+            System.out.println("==== CURRENT TEST ERRORS ====");
+            for (String error : errors) {
+                System.out.println(error);
             }
+        } else {
+            numPassingTests++;
+        }
 
-            // from http://www.orsigiorgio.net/wp-content/papercite-data/pdf/gho*12.pdf (comparing regions):
-            // for other (e.g.“black-box”) algorithms, bounding boxes and content are used. A region is correct if it
-            // contains the minimal bounding box of the ground truth without intersecting additional content.
-            int correctlyDetected = 0;
-            for (int i=0; i<maxTableNum; i++) {
-                Rectangle detectedTable = detectedPageTables.get(i);
-                Rectangle expectedTable = expectedPageTables.get(i);
-
-                // make sure the detected table contains the expected table
-                if (ASSERT) {
-                    assertTrue(detectedTable.toString() + "\ndoes not contain " + expectedTable.toString(), detectedTable.contains(expectedTable));
-                } else if (!detectedTable.contains(expectedTable)) {
-                    System.out.println(detectedTable.toString() + "\ndoes not contain " + expectedTable.toString());
-                    continue;
-                }
+        System.out.println("==== CUMULATIVE TEST STATISTICS ====");
+
+        System.out.println(numPassingTests + " out of " + numTests + " currently passing");
+        System.out.println(totalCorrectlyDetectedTables + " out of " + totalExpectedTables + " expected tables detected");
+        System.out.println(totalErroneouslyDetectedTables + " tables incorrectly detected");
+
+
+        if(this.status.isFirstRun()) {
+            // make the baseline
+            this.status.expectedFailure = failed;
+            this.status.numCorrectlyDetectedTables = this.numCorrectlyDetectedTables;
+            this.status.numErroneouslyDetectedTables = this.numErroneouslyDetectedTables;
+            this.status.save();
+        } else {
+            // compare to baseline
+            if (this.status.expectedFailure) {
+                // make sure the failure didn't get worse
+                assertTrue("This test is an expected failure, but it now detects even fewer tables.", this.numCorrectlyDetectedTables >= this.status.numCorrectlyDetectedTables);
+                assertTrue("This test is an expected failure, but it now detects more bad tables.", this.numErroneouslyDetectedTables <= this.status.numErroneouslyDetectedTables);
+                assertTrue("This test used to fail but now it passes! Hooray! Please update the test's JSON file accordingly.", failed);
+            } else {
+                assertFalse("Table detection failed. Please see the error messages for more information.", failed);
+            }
+        }
+    }
 
-                // now make sure it doesn't intersect any other tables on the page
-                Rectangle incorrectlyIntersectedTable = null;
-                for (int j=0; j<expectedPageTables.size(); j++) {
-                    if (j != i) {
-                        Rectangle otherTable = expectedPageTables.get(j);
-                        if (ASSERT) {
-                            assertFalse(detectedTable.toString() + "\nintersects " + otherTable.toString(), detectedTable.intersects(otherTable));
-                        } else if (detectedTable.intersects(otherTable)) {
-                            incorrectlyIntersectedTable = otherTable;
+    private List<String> comparePages(Integer page, List<Rectangle> detected, List<Rectangle> expected) {
+        ArrayList<String> errors = new ArrayList<String>();
+
+        // go through the detected tables and try to match them with expected tables
+        // from http://www.orsigiorgio.net/wp-content/papercite-data/pdf/gho*12.pdf (comparing regions):
+        // for other (e.g.“black-box”) algorithms, bounding boxes and content are used. A region is correct if it
+        // contains the minimal bounding box of the ground truth without intersecting additional content.
+        for (Iterator<Rectangle> detectedIterator = detected.iterator(); detectedIterator.hasNext();) {
+            Rectangle detectedTable = detectedIterator.next();
+
+            for (int i=0; i<expected.size(); i++) {
+                if (detectedTable.contains(expected.get(i))) {
+                    // we have a candidate for the detected table, make sure it doesn't intersect any others
+                    boolean intersectsOthers = false;
+                    for (int j=0; j<expected.size(); j++) {
+                        if (i == j) continue;
+                        if (detectedTable.intersects(expected.get(j))) {
+                            intersectsOthers = true;
                             break;
                         }
                     }
-                }
 
-                if (incorrectlyIntersectedTable != null) {
-                    System.out.println(detectedTable.toString() + "\nintersects " + incorrectlyIntersectedTable.toString());
-                    continue;
-                }
+                    if (!intersectsOthers) {
+                        // success
+                        detectedIterator.remove();
+                        expected.remove(i);
 
-                // made it, this table checks out
-                System.out.println("Table " + i + " on page " + page.toString() + " OK");
-                correctlyDetected++;
+                        this.numCorrectlyDetectedTables++;
+                        totalCorrectlyDetectedTables++;
+
+                        break;
+                    }
+                }
             }
+        }
 
-            this.stats.numDetectedTables += correctlyDetected;
-            this.saveStats();
+        // any expected tables left over weren't detected
+        for (Rectangle expectedTable : expected) {
+            errors.add("Page " + page.toString() + ": " + expectedTable.toString() + " not detected");
         }
+
+        // any detected tables left over were detected erroneously
+        for (Rectangle detectedTable : detected) {
+            errors.add("Page " + page.toString() + ": " + detectedTable.toString() + " detected where there is no table");
+            this.numErroneouslyDetectedTables++;
+            totalErroneouslyDetectedTables++;
+        }
+
+        return errors;
     }
 }
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.json
new file mode 100644
index 00000000..a801a86e
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.json
@@ -0,0 +1 @@
+{"numExpectedTables":7,"numCorrectlyDetectedTables":7,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-002.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.json
new file mode 100644
index 00000000..71ae6a77
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-003.json
@@ -0,0 +1 @@
+{"numExpectedTables":3,"numCorrectlyDetectedTables":3,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.json
new file mode 100644
index 00000000..755a6e46
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-004.json
@@ -0,0 +1 @@
+{"numExpectedTables":12,"numCorrectlyDetectedTables":12,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-005.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.json
new file mode 100644
index 00000000..11be9878
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-006.json
@@ -0,0 +1 @@
+{"numExpectedTables":4,"numCorrectlyDetectedTables":4,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.json
new file mode 100644
index 00000000..4bed3d03
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-007.json
@@ -0,0 +1 @@
+{"numExpectedTables":6,"numCorrectlyDetectedTables":6,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-008.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-009a.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-010.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.json
new file mode 100644
index 00000000..492239e1
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-011.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":3,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.json
new file mode 100644
index 00000000..b1fa6930
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-012.json
@@ -0,0 +1 @@
+{"numExpectedTables":5,"numCorrectlyDetectedTables":5,"numErroneouslyDetectedTables":1,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.json
new file mode 100644
index 00000000..074b6f59
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-013.json
@@ -0,0 +1 @@
+{"numExpectedTables":4,"numCorrectlyDetectedTables":4,"numErroneouslyDetectedTables":1,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.json
new file mode 100644
index 00000000..e0d0b7bd
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-014.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":0,"numErroneouslyDetectedTables":1,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.json
new file mode 100644
index 00000000..fc890104
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-015.json
@@ -0,0 +1 @@
+{"numExpectedTables":5,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":2,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-016.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.json
new file mode 100644
index 00000000..16d936d5
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-017.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":1,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-018.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-019.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.json
new file mode 100644
index 00000000..71ae6a77
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-020.json
@@ -0,0 +1 @@
+{"numExpectedTables":3,"numCorrectlyDetectedTables":3,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-021.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-022.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-023.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-024.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.json
new file mode 100644
index 00000000..4d74e0e7
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-025.json
@@ -0,0 +1 @@
+{"numExpectedTables":5,"numCorrectlyDetectedTables":5,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.json
new file mode 100644
index 00000000..71ae6a77
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-026.json
@@ -0,0 +1 @@
+{"numExpectedTables":3,"numCorrectlyDetectedTables":3,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.json
new file mode 100644
index 00000000..a2697933
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-001.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":2,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-002.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-003.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-004.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-005.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-006.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-007.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-008.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-009.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-010.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-011a.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-012.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-013.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-014.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-015.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-016.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.json
new file mode 100644
index 00000000..4bed3d03
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-017.json
@@ -0,0 +1 @@
+{"numExpectedTables":6,"numCorrectlyDetectedTables":6,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.json
new file mode 100644
index 00000000..ed2b5b39
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-018.json
@@ -0,0 +1 @@
+{"numExpectedTables":7,"numCorrectlyDetectedTables":6,"numErroneouslyDetectedTables":1,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.json
new file mode 100644
index 00000000..4279ae6b
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-019.json
@@ -0,0 +1 @@
+{"numExpectedTables":4,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":2,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.json
new file mode 100644
index 00000000..11be9878
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-020.json
@@ -0,0 +1 @@
+{"numExpectedTables":4,"numCorrectlyDetectedTables":4,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-021.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-022.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.json
new file mode 100644
index 00000000..79301b7d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-023.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":4,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.json
new file mode 100644
index 00000000..e700926c
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-024.json
@@ -0,0 +1 @@
+{"numExpectedTables":4,"numCorrectlyDetectedTables":4,"numErroneouslyDetectedTables":2,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.json
new file mode 100644
index 00000000..f783d0e7
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-025.json
@@ -0,0 +1 @@
+{"numExpectedTables":6,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":3,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-026.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.json
new file mode 100644
index 00000000..1bf5fd29
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-027.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.json
new file mode 100644
index 00000000..a2697933
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-028.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":2,"numErroneouslyDetectedTables":2,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-029.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-030.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-031a.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-032.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.json
new file mode 100644
index 00000000..8bca2b65
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-033.json
@@ -0,0 +1 @@
+{"numExpectedTables":3,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":2,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.json
new file mode 100644
index 00000000..eb903a1d
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-034.json
@@ -0,0 +1 @@
+{"numExpectedTables":2,"numCorrectlyDetectedTables":0,"numErroneouslyDetectedTables":1,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.json
new file mode 100644
index 00000000..71ae6a77
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-035a.json
@@ -0,0 +1 @@
+{"numExpectedTables":3,"numCorrectlyDetectedTables":3,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-036.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.json
new file mode 100644
index 00000000..8dd87c33
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-037.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":0,"numErroneouslyDetectedTables":3,"expectedFailure":true}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-038.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-039.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.json b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.json
new file mode 100644
index 00000000..a55497df
--- /dev/null
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/us-040.json
@@ -0,0 +1 @@
+{"numExpectedTables":1,"numCorrectlyDetectedTables":1,"numErroneouslyDetectedTables":0,"expectedFailure":false}
\ No newline at end of file

From 572d7aa84b8e47ffcb72d8b08008a35ece2409a8 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Wed, 13 Jan 2016 11:10:59 -0500
Subject: [PATCH 055/364] Cut down on the amount of PDFBox logging during
 testing

---
 .../technology/tabula/TestTableDetection.java | 24 +++++++++++++------
 1 file changed, 17 insertions(+), 7 deletions(-)

diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 1d8d0bd5..6e90a08c 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -5,10 +5,13 @@
 import java.io.FilenameFilter;
 import java.io.IOException;
 import java.util.*;
+import java.util.logging.Level;
+import java.util.logging.Logger;
 
 import static org.junit.Assert.*;
 
 import com.google.gson.Gson;
+import org.junit.AfterClass;
 import org.junit.BeforeClass;
 import org.junit.Ignore;
 import org.junit.Test;
@@ -34,6 +37,8 @@ public class TestTableDetection {
     private static int totalCorrectlyDetectedTables = 0;
     private static int totalErroneouslyDetectedTables = 0;
 
+    private static Level defaultLogLevel;
+
     private static final class TestStatus {
         public int numExpectedTables;
         public int numCorrectlyDetectedTables;
@@ -88,6 +93,18 @@ private static String jsonFilename(String pdfFilename) {
         }
     }
 
+    @BeforeClass
+    public static void disableLogging() {
+        Logger pdfboxLogger = Logger.getLogger("org.apache.pdfbox");
+        defaultLogLevel = pdfboxLogger.getLevel();
+        pdfboxLogger.setLevel(Level.OFF);
+    }
+
+    @AfterClass
+    public static void enableLogging() {
+        Logger.getLogger("org.apache.pdfbox").setLevel(defaultLogLevel);
+    }
+
     @Parameterized.Parameters
     public static Collection<Object[]> data() {
         String[] regionCodes = {"eu", "us"};
@@ -208,13 +225,6 @@ public void testDetectionOfTables() throws Exception {
         // now compare
         System.out.println("Testing " + this.pdf.getName());
 
-        // for now for easier debugging spit out all expected/detected tables
-        System.out.println("Expected Tables:");
-        this.printTables(expectedTables);
-
-        System.out.println("Detected Tables:");
-        this.printTables(detectedTables);
-
         List<String> errors = new ArrayList<String>();
         this.status.numExpectedTables = numExpectedTables;
         totalExpectedTables += numExpectedTables;

From 6a80610837448233ff8bf18180a84f998db2eb7f Mon Sep 17 00:00:00 2001
From: Matthew Charters <matthew@thirdsectorpublishing.ca>
Date: Thu, 14 Jan 2016 14:29:24 -0500
Subject: [PATCH 056/364] Close created documents so we don't get warnings

---
 .../tabula/detectors/NurminenDetectionAlgorithm.java          | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index b73ab040..473a2647 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -831,5 +831,9 @@ private void removeText(PDPage page) throws IOException {
         writer.writeTokens(newTokens);
         newContents.addCompression();
         page.setContents(newContents);
+
+        try {
+            document.close();
+        } catch (Exception e) {}
     }
 }

From be9ac544e127cff273cb10055587eb9c82a30b39 Mon Sep 17 00:00:00 2001
From: Matthew Charters <matthew@thirdsectorpublishing.ca>
Date: Thu, 14 Jan 2016 15:08:46 -0500
Subject: [PATCH 057/364] Don't try to find lines of text chunks if there are
 no text chunks

---
 src/main/java/technology/tabula/TextChunk.java | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index 20732438..727ebf05 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -192,8 +192,13 @@ public static boolean allSameChar(List<TextChunk> textChunks) {
     }
     
     public static List<Line> groupByLines(List<TextChunk> textChunks) {
-        float bbwidth = Rectangle.boundingBoxOf(textChunks).width;
         List<Line> lines = new ArrayList<Line>();
+
+        if (textChunks.size() == 0) {
+            return lines;
+        }
+
+        float bbwidth = Rectangle.boundingBoxOf(textChunks).width;
         
         Line l = new Line();
         l.addTextChunk(textChunks.get(0));

From aaa3df37aa03954361a2f5034b2ba10c077e5080 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Thu, 14 Jan 2016 17:01:12 -0500
Subject: [PATCH 058/364] Add a debug flag for looking at detected table
 regions

---
 .../java/technology/tabula/debug/Debug.java    | 18 ++++++++++++++++--
 1 file changed, 16 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index c2615e32..db06f5ab 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -27,6 +27,8 @@
 import technology.tabula.TextChunk;
 import technology.tabula.TextElement;
 import technology.tabula.Utils;
+import technology.tabula.detectors.DetectionAlgorithm;
+import technology.tabula.detectors.NurminenDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 import org.apache.commons.cli.CommandLine;
@@ -105,6 +107,12 @@ private static void debugCells(Graphics2D g, Rectangle area, Page page) {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(h, v);
         drawShapes(g, cells);
     }
+
+    private static void debugDetectedTables(Graphics2D g, Page page) {
+        NurminenDetectionAlgorithm detectionAlgorithm = new NurminenDetectionAlgorithm();
+        List<Rectangle> tables = detectionAlgorithm.detect(page);
+        drawShapes(g, tables);
+    }
     
     private static void drawShapes(Graphics2D g, Collection<? extends Shape> shapes, Stroke stroke) {
         int i = 0;
@@ -208,7 +216,8 @@ private static void drawShape(Graphics2D g, Shape shape) {
     public static void renderPage(String pdfPath, String outPath, int pageNumber, Rectangle area,
             boolean drawTextChunks, boolean drawSpreadsheets, boolean drawRulings, boolean drawIntersections,
             boolean drawColumns, boolean drawCharacters, boolean drawArea, boolean drawCells, 
-            boolean drawUnprocessedRulings, boolean drawProjectionProfile, boolean drawClippingPaths) throws IOException {
+            boolean drawUnprocessedRulings, boolean drawProjectionProfile, boolean drawClippingPaths,
+            boolean drawDetectedTables) throws IOException {
         PDDocument document = PDDocument.load(pdfPath);
         
         ObjectExtractor oe = new ObjectExtractor(document, true);
@@ -262,6 +271,9 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
         if (drawClippingPaths) {
             drawShapes(g, oe.clippingPaths, new BasicStroke(2f, BasicStroke.CAP_BUTT, BasicStroke.JOIN_MITER, 10f, new float[] { 3f }, 0f));
         }
+        if (drawDetectedTables) {
+            debugDetectedTables(g, page);
+        }
 
         document.close();
         
@@ -284,6 +296,7 @@ private static Options buildOptions() {
         o.addOption("u", "unprocessed-rulings", false, "Show non-cleaned rulings");
         o.addOption("f", "profile", false, "Show projection profile");
         o.addOption("n", "clipping-paths", false, "Show clipping paths");
+        o.addOption("d", "detected-tables", false, "Show detected tables");
 
         o.addOption(OptionBuilder.withLongOpt("area")
                 .withDescription("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
@@ -354,7 +367,8 @@ public static void main(String[] args) throws IOException {
                            line.hasOption('l'),
                            line.hasOption('u'),
                            line.hasOption('f'),
-                           line.hasOption('n'));
+                           line.hasOption('n'),
+                           line.hasOption('d'));
             }
         }
         catch (ParseException e) {

From 1d33f4c0354e455d2660cc19716ffb8215a843cb Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Fri, 29 Jan 2016 11:57:32 -0500
Subject: [PATCH 059/364] Expand lines more during line merge

Added the ability to specify the amount colinear lines should be expanded during merging so that the nurminen detection could take advantage.

This extra wiggle room seems to help deal with some of the inconsistencies in platform specific differences in the edge detection.
---
 src/main/java/technology/tabula/Ruling.java    | 18 +++++++++++++-----
 .../detectors/NurminenDetectionAlgorithm.java  |  6 ++++--
 2 files changed, 17 insertions(+), 7 deletions(-)

diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index 7a1f4fc9..caf5914a 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -135,10 +135,14 @@ public boolean colinear(Point2D point) {
     // because the expansions are additive
     // (e.g. two vertical lines, at x = 100, with one having y2 of 98 and the other having y1 of 102 would
     // erroneously be said to nearlyIntersect if they were each expanded by 2 (since they'd both terminate at 100).
-    // The COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT is only 1 so the total expansion is 2.
+    // By default the COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT is only 1 so the total expansion is 2.
     // A total expansion amount of 2 is empirically verified to work sometimes. It's not a magic number from any
     // source other than a little bit of experience.)
     public boolean nearlyIntersects(Ruling another) {
+        return this.nearlyIntersects(another, COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT);
+    }
+
+    public boolean nearlyIntersects(Ruling another, int colinearOrParallelExpandAmount) {
         if (this.intersectsLine(another)) {
             return true;
         }
@@ -149,8 +153,8 @@ public boolean nearlyIntersects(Ruling another) {
             rv = this.expand(PERPENDICULAR_PIXEL_EXPAND_AMOUNT).intersectsLine(another);
         }
         else {
-            rv = this.expand(COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT)
-                    .intersectsLine(another.expand(COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT));
+            rv = this.expand(colinearOrParallelExpandAmount)
+                    .intersectsLine(another.expand(colinearOrParallelExpandAmount));
         }
         
         return rv;
@@ -385,8 +389,12 @@ else if (a.type == SOType.HRIGHT && b.type == SOType.VERTICAL) {
         return rv;
         
     }
-    
+
     public static List<Ruling> collapseOrientedRulings(List<Ruling> lines) {
+        return collapseOrientedRulings(lines, COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT);
+    }
+    
+    public static List<Ruling> collapseOrientedRulings(List<Ruling> lines, int expandAmount) {
         ArrayList<Ruling> rv = new ArrayList<Ruling>();
         if (lines.size() == 0) {
             return rv;
@@ -402,7 +410,7 @@ public int compare(Ruling a, Ruling b) {
         for (Ruling next_line : lines) {
             Ruling last = rv.get(rv.size() - 1);
             // if current line colinear with next, and are "close enough": expand current line
-            if (Utils.feq(next_line.getPosition(), last.getPosition()) && last.nearlyIntersects(next_line)) {
+            if (Utils.feq(next_line.getPosition(), last.getPosition()) && last.nearlyIntersects(next_line, expandAmount)) {
                 last.setStart(next_line.getStart() < last.getStart() ? next_line.getStart() : last.getStart());
                 last.setEnd(next_line.getEnd() < last.getEnd() ? last.getEnd() : next_line.getEnd());
             }
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 473a2647..435cf5c1 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -130,8 +130,10 @@ public List<Rectangle> detect(Page page) {
             }
 
             // merge the edge lines into rulings - this makes finding edges between crossing points in the next step easier
-            horizontalRulings = Ruling.collapseOrientedRulings(horizontalRulings);
-            verticalRulings = Ruling.collapseOrientedRulings(verticalRulings);
+            // we use a larger pixel expansion than the normal spreadsheet extraction method to cover gaps in the
+            // edge detection/pixel snapping steps
+            horizontalRulings = Ruling.collapseOrientedRulings(horizontalRulings, 5);
+            verticalRulings = Ruling.collapseOrientedRulings(verticalRulings, 5);
 
             // use the rulings and points to find cells
             List<? extends Rectangle> cells = SpreadsheetExtractionAlgorithm.findCells(horizontalRulings, verticalRulings);

From 0763a7b5d9ea206840812b1b085ba1d3dc8e47b8 Mon Sep 17 00:00:00 2001
From: Matt Charters <matt@tulip.io>
Date: Fri, 29 Jan 2016 12:00:34 -0500
Subject: [PATCH 060/364] Allow for more wiggle room in table overlap ratio to
 correctly merge more tables

---
 .../technology/tabula/detectors/NurminenDetectionAlgorithm.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 435cf5c1..280310b4 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -35,7 +35,7 @@ public class NurminenDetectionAlgorithm implements DetectionAlgorithm {
     private static final float TABLE_PADDING_AMOUNT = 1.0f;
     private static final int REQUIRED_TEXT_LINES_FOR_EDGE = 4;
     private static final int REQUIRED_CELLS_FOR_TABLE = 4;
-    private static final float IDENTICAL_TABLE_OVERLAP_RATIO = 0.98f;
+    private static final float IDENTICAL_TABLE_OVERLAP_RATIO = 0.9f;
 
     /**
      * Helper class that encapsulates a text edge

From c823063ca3f43c847153e4e90b8b69ef71413192 Mon Sep 17 00:00:00 2001
From: Matthew Charters <matthew@thirdsectorpublishing.ca>
Date: Fri, 29 Jan 2016 16:01:49 -0500
Subject: [PATCH 061/364] Make sure we don't cross more than max text lines

Sometimes when text is arranged into lines it can get messed up and have
chunks on more lines than we actually recognize as lines. Make sure that
we don't get array out of bounds exceptions.
---
 .../tabula/detectors/NurminenDetectionAlgorithm.java | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 280310b4..a19669bf 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -535,7 +535,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
                             TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = edgeChunks.size();
+                            edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
 
                             leftTextEdges.add(edge);
                         }
@@ -553,7 +553,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
                             TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = edgeChunks.size();
+                            edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
 
                             midTextEdges.add(edge);
                         }
@@ -571,7 +571,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                             TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
                             TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = edgeChunks.size();
+                            edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
 
                             rightTextEdges.add(edge);
                         }
@@ -588,7 +588,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
                 TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = edgeChunks.size();
+                edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
 
                 leftTextEdges.add(edge);
             }
@@ -601,7 +601,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
                 TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = edgeChunks.size();
+                edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
 
                 midTextEdges.add(edge);
             }
@@ -614,7 +614,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                 TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
                 TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = edgeChunks.size();
+                edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
 
                 rightTextEdges.add(edge);
             }

From a252bd3954625ea66d031a169369eb067a19a8ac Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 2 Feb 2016 13:36:44 -0500
Subject: [PATCH 062/364] remove lock file

---
 .../competition-dataset-us/.~lock.summary-of-us-excerpts.xls#    | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls#

diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls# b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls#
deleted file mode 100644
index e4270f28..00000000
--- a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-us/.~lock.summary-of-us-excerpts.xls#
+++ /dev/null
@@ -1 +0,0 @@
-tam ,tam,tam-ubuntu,23.10.2013 14:38,file:///home/tam/.config/libreoffice/3;
\ No newline at end of file

From 577916327edd480b81604b1df63a9a583b814f5c Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 2 Feb 2016 13:36:55 -0500
Subject: [PATCH 063/364] remove comment

---
 src/main/java/technology/tabula/writers/JSONWriter.java | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/main/java/technology/tabula/writers/JSONWriter.java b/src/main/java/technology/tabula/writers/JSONWriter.java
index 57d8cf39..88b5c1f1 100644
--- a/src/main/java/technology/tabula/writers/JSONWriter.java
+++ b/src/main/java/technology/tabula/writers/JSONWriter.java
@@ -32,7 +32,6 @@ public boolean shouldSkipField(FieldAttributes fa) {
     }
 
     
-    //final GsonBuilder gsonBuilder;
     final Gson gson;
     
     public JSONWriter() {

From d33de6ac083d71cd028f6134e91d91c608ca52d0 Mon Sep 17 00:00:00 2001
From: Matthew Charters <matthew@thirdsectorpublishing.ca>
Date: Thu, 4 Feb 2016 15:39:38 -0500
Subject: [PATCH 064/364] Fix an infinite loop that happened when clipping due
 to floating point math

---
 .../java/technology/tabula/CohenSutherlandClipping.java   | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/main/java/technology/tabula/CohenSutherlandClipping.java b/src/main/java/technology/tabula/CohenSutherlandClipping.java
index b37dce9c..5e170ad8 100644
--- a/src/main/java/technology/tabula/CohenSutherlandClipping.java
+++ b/src/main/java/technology/tabula/CohenSutherlandClipping.java
@@ -102,23 +102,23 @@ public boolean clip(Line2D.Float line) {
 
             if ((c & LEFT) != INSIDE) {
                 qx = xMin;
-                qy = (qx-p1x)*slope + p1y;
+                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*slope + p1y;
             }
             else if ((c & RIGHT) != INSIDE) {
                 qx = xMax;
-                qy = (qx-p1x)*slope + p1y;
+                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*slope + p1y;
             }
             else if ((c & BOTTOM) != INSIDE) {
                 qy = yMin;
                 qx = vertical
                     ? p1x
-                    : (qy-p1y)/slope + p1x;
+                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/slope + p1x;
             }
             else if ((c & TOP) != INSIDE) {
                 qy = yMax;
                 qx = vertical
                     ? p1x
-                    : (qy-p1y)/slope + p1x;
+                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/slope + p1x;
             }
 
             if (c == c1) {

From fe221a8b86d16cdbea5854e51e87b66892c4448a Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Thu, 10 Mar 2016 11:05:53 -0700
Subject: [PATCH 065/364] adds download note

---
 README.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ece2ac9f..55cb02e1 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,11 @@
 tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 ===========
 
-`tabula-java` is a library for extracting tables from PDF files. It is a Java rewrite of [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor), that is soon to become a thin wrapper around this library.
+`tabula-java` is a library for extracting tables from PDF files. It is a Java rewrite of [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor), that is a thin wrapper around this library.
+
+## Download
+
+Download a version of the tabula-java's jar, with all dependencies included, that works on Mac, Windows and Linux from our [releases page](../../releases).
 
 ## Build instructions
 

From 668c4bbd2a7617bdb11260d3ab1f76d8ad0fe776 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 15:36:44 -0400
Subject: [PATCH 066/364] trying to release

---
 pom.xml                                       | 22 ++---
 .../technology/tabula/CommandLineApp.java     | 84 +++++++++----------
 2 files changed, 47 insertions(+), 59 deletions(-)

diff --git a/pom.xml b/pom.xml
index c0a15a82..719a6637 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,9 +1,8 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.8.0</version>
+    <version>0.9.0-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -37,7 +36,8 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-    </scm>
+      <tag>HEAD</tag>
+  </scm>
 
     <repositories>
         <repository>
@@ -66,6 +66,7 @@
                 <artifactId>maven-javadoc-plugin</artifactId>
                 <version>2.10.3</version>
                 <configuration>
+                    <skip>true</skip>
                 </configuration>
             </plugin>
         </plugins>
@@ -114,19 +115,6 @@
             <id>release</id>
             <build>
                 <plugins>
-                    <plugin>
-                        <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-javadoc-plugin</artifactId>
-                        <version>2.9.1</version>
-                        <executions>
-                            <execution>
-                                <id>attach-javadocs</id>
-                                <goals>
-                                    <goal>jar</goal>
-                                </goals>
-                            </execution>
-                        </executions>
-                    </plugin>
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-source-plugin</artifactId>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index a98a02e5..7ec2d9d0 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -31,10 +31,10 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "0.8.0";
-    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2014 Manuel Aristarán", VERSION);
+    private static String VERSION = "0.9.0";
+    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2016 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
-    
+
     private Appendable defaultOutput;
 
     public static void main(String[] args) {
@@ -42,23 +42,23 @@ public static void main(String[] args) {
         try {
             // parse the command line arguments
             CommandLine line = parser.parse(buildOptions(), args );
-            
+
             if (line.hasOption('h')) {
                 printHelp();
                 System.exit(0);
             }
-            
+
             if (line.hasOption('v')) {
                 System.out.println(VERSION_STRING);
                 System.exit(0);
             }
-            
+
             if (line.getArgs().length != 1) {
                 throw new ParseException("Need one filename\nTry --help for help");
             }
-                        
+
             new CommandLineApp(System.out).extractTables(line);
-            
+
         }
         catch( ParseException exp ) {
             System.err.println("Error: " + exp.getMessage());
@@ -66,21 +66,21 @@ public static void main(String[] args) {
         }
         System.exit(0);
     }
-    
+
     public CommandLineApp(Appendable defaultOutput) {
 		this.defaultOutput = defaultOutput;
 	}
-    
+
     public void extractTables(CommandLine line) throws ParseException {
         File pdfFile = new File(line.getArgs()[0]);
         if (!pdfFile.exists()) {
             throw new ParseException("File does not exist");
         }
-        
+
         OutputFormat of = OutputFormat.CSV;
         if (line.hasOption('f')) {
             try {
-                of = OutputFormat.valueOf(line.getOptionValue('f'));    
+                of = OutputFormat.valueOf(line.getOptionValue('f'));
             }
             catch (IllegalArgumentException e) {
                 throw new ParseException(String.format(
@@ -88,13 +88,13 @@ public void extractTables(CommandLine line) throws ParseException {
                         line.getOptionValue('f'),
                         Utils.join(",", OutputFormat.formatNames())));
             }
-            
+
         }
-        
+
         Appendable outFile = this.defaultOutput;
         if (line.hasOption('o')) {
             File file = new File(line.getOptionValue('o'));
-            
+
             try {
                 file.createNewFile();
                 outFile = new BufferedWriter(new FileWriter(
@@ -104,7 +104,7 @@ public void extractTables(CommandLine line) throws ParseException {
                         + line.getOptionValue('o'));
             }
         }
-        
+
         Rectangle area = null;
         if (line.hasOption('a')) {
             List<Float> f = parseFloatList(line.getOptionValue('a'));
@@ -113,34 +113,34 @@ public void extractTables(CommandLine line) throws ParseException {
             }
             area = new Rectangle(f.get(0), f.get(1), f.get(3) - f.get(1), f.get(2) - f.get(0));
         }
-        
+
         List<Float> verticalRulingPositions = null;
         if (line.hasOption('c')) {
             verticalRulingPositions = parseFloatList(line.getOptionValue('c'));
         }
-        
+
         String pagesOption = line.hasOption('p') ? line.getOptionValue('p') : "1";
         List<Integer> pages = Utils.parsePagesOption(pagesOption);
         ExtractionMethod method = whichExtractionMethod(line);
         boolean useLineReturns = line.hasOption('u');
-        
+
         try {
 
             PDDocument pdfDocument = PDDocument.load(pdfFile);
-     
-            ObjectExtractor oe = line.hasOption('s') ? 
+
+            ObjectExtractor oe = line.hasOption('s') ?
                     new ObjectExtractor(pdfDocument, line.getOptionValue('s')) :
                     new ObjectExtractor(pdfDocument);
             BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
             SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
-                    
+
             PageIterator pageIterator = pages == null ? oe.extract() : oe.extract(pages);
             Page page;
             List<Table> tables = new ArrayList<Table>();
 
             while (pageIterator.hasNext()) {
                 page = pageIterator.next();
-                
+
                 if (area != null) {
                     page = page.getArea(area);
 
@@ -149,7 +149,7 @@ public void extractTables(CommandLine line) throws ParseException {
                 if (method == ExtractionMethod.DECIDE) {
                     method = spreadsheetExtractor.isTabular(page) ? ExtractionMethod.SPREADSHEET : ExtractionMethod.BASIC;
                 }
-                
+
                 switch(method) {
                 case BASIC:
                     if (line.hasOption('g')) {
@@ -165,7 +165,7 @@ public void extractTables(CommandLine line) throws ParseException {
                     } else {
                         tables.addAll(verticalRulingPositions == null ? basicExtractor.extract(page) : basicExtractor.extract(page, verticalRulingPositions));
                     }
-                    
+
                     break;
                 case SPREADSHEET:
                     // TODO add useLineReturns
@@ -175,14 +175,14 @@ public void extractTables(CommandLine line) throws ParseException {
                 }
             }
             writeTables(of, tables, outFile);
-            
+
 
         } catch (IOException e) {
             throw new ParseException(e.getMessage());
         }
 
     }
-    
+
     private void writeTables(OutputFormat format, List<Table> tables, Appendable out) throws IOException {
         Writer writer = null;
         switch (format) {
@@ -198,7 +198,7 @@ private void writeTables(OutputFormat format, List<Table> tables, Appendable out
         }
         writer.write(out, tables);
     }
-    
+
     private ExtractionMethod whichExtractionMethod(CommandLine line) {
         ExtractionMethod rv = ExtractionMethod.DECIDE;
         if (line.hasOption('r')) {
@@ -209,9 +209,9 @@ else if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g')) {
         }
         return rv;
     }
-    
-    
-    
+
+
+
     public static List<Float> parseFloatList(String option) throws ParseException {
         String[] f = option.split(",");
         List<Float> rv = new ArrayList<Float>();
@@ -224,16 +224,16 @@ public static List<Float> parseFloatList(String option) throws ParseException {
             throw new ParseException("Wrong number syntax");
         }
     }
-    
+
     private static void printHelp() {
         HelpFormatter formatter = new HelpFormatter();
         formatter.printHelp("tabula", BANNER, buildOptions(), "", true);
     }
-    
+
     @SuppressWarnings("static-access")
     public static Options buildOptions() {
         Options o = new Options();
-        
+
         o.addOption("v", "version", false, "Print version and exit.");
         o.addOption("h", "help", false, "Print this help text.");
         o.addOption("g", "guess", false, "Guess the portion of the page to analyze per page.");
@@ -273,15 +273,15 @@ public static Options buildOptions() {
                                  .hasArg()
                                  .withArgName("PAGES")
                                  .create("p"));
-        
+
         return o;
     }
-    
+
     private enum OutputFormat {
         CSV,
         TSV,
         JSON;
-        
+
         static String[] formatNames() {
             OutputFormat[] values = OutputFormat.values();
             String[] rv = new String[values.length];
@@ -290,25 +290,25 @@ static String[] formatNames() {
             }
             return rv;
         }
-        
+
     }
-        
+
     private enum ExtractionMethod {
         BASIC,
         SPREADSHEET,
         DECIDE
     }
-    
+
     private class DebugOutput {
         private boolean debugEnabled;
 
         public DebugOutput(boolean debug) {
             this.debugEnabled = debug;
         }
-        
+
         public void debug(String msg) {
             if (this.debugEnabled) {
-                System.err.println(msg);    
+                System.err.println(msg);
             }
         }
     }

From 26828c68f31140617ea66af068350c4e967cb084 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 18:00:19 -0400
Subject: [PATCH 067/364] remove javadoc

---
 src/main/java/technology/tabula/Page.java     |  1 -
 .../technology/tabula/ProjectionProfile.java  |  1 -
 .../java/technology/tabula/QuickSort.java     |  5 ---
 .../java/technology/tabula/TextChunk.java     |  9 +---
 src/main/java/technology/tabula/Utils.java    |  1 -
 .../java/technology/tabula/debug/Debug.java   |  1 -
 .../SpreadsheetExtractionAlgorithm.java       | 42 -------------------
 7 files changed, 1 insertion(+), 59 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index d423f955..ab57d938 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -133,7 +133,6 @@ public List<TextElement> getTexts() {
     
     /**
      * Returns the minimum bounding box that contains all the TextElements on this Page
-     * @return
      */
     public Rectangle getTextBounds() {
         List<TextElement> texts = this.getText();
diff --git a/src/main/java/technology/tabula/ProjectionProfile.java b/src/main/java/technology/tabula/ProjectionProfile.java
index e6377665..6479964d 100644
--- a/src/main/java/technology/tabula/ProjectionProfile.java
+++ b/src/main/java/technology/tabula/ProjectionProfile.java
@@ -174,7 +174,6 @@ public static float[] smooth(float[] data, int kernelSize) {
     
     /** 
      * Simple Low pass filter
-     * @return
      */
     public static float[] filter(float[] data, float alpha) {
 
diff --git a/src/main/java/technology/tabula/QuickSort.java b/src/main/java/technology/tabula/QuickSort.java
index 9ead5e1f..21d26dd5 100644
--- a/src/main/java/technology/tabula/QuickSort.java
+++ b/src/main/java/technology/tabula/QuickSort.java
@@ -42,9 +42,6 @@ public int compare(Comparable object1, Comparable object2)
 
     /**
      * Sorts the given list using the given comparator.
-     * 
-     * @param list list to be sorted
-     * @param cmp comparator used to compare the object swithin the list
      */
     public static <T> void sort(List<T> list, Comparator<T> cmp)
     {
@@ -53,8 +50,6 @@ public static <T> void sort(List<T> list, Comparator<T> cmp)
 
     /**
      * Sorts the given list using compareTo as comparator.
-     * 
-     * @param list list to be sorted
      */
     public static <T extends Comparable> void sort(List<T> list)
     {
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index 727ebf05..fbbe0e2d 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -66,7 +66,7 @@ public String getText(boolean useLineReturns) {
 
     
     /**
-     * @return true if text contained in this TextChunk is the same repeated character
+     * Returns true if text contained in this TextChunk is the same repeated character
      */
     public boolean isSameChar(Character c) {
         return isSameChar(new Character[] { c });
@@ -82,9 +82,6 @@ public boolean isSameChar(Character[] c) {
     }
     
     /** Splits a TextChunk in two, at the position of the i-th TextElement
-     * @param textChunk the TextChunk to split
-     * @param i
-     * @return Two TextChunks, contained in a TextChunk[]
      */
     public TextChunk[] splitAt(int i) {
         if (i < 1 || i >= this.getTextElements().size()) {
@@ -103,10 +100,6 @@ public TextChunk[] splitAt(int i) {
      * For example, if the TextChunk contains this string of characters: "1234xxxxx56xx"
      * and c == 'x' and minRunLength == 4, this method will return a list of TextChunk
      * such that: ["1234", "56xx"]
-     * 
-     * @param c the Character to remove
-     * @param minRunLength minimum run length to consider. 
-     * @return
      */
     public List<TextChunk> squeeze(Character c, int minRunLength) {
         Character currentChar, lastChar = null;
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 3f567f8b..d3035a69 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -117,7 +117,6 @@ public static <T> List<List<T>> transpose(List<List<T>> table) {
     /**
      * Wrap Collections.sort so we can fallback to a non-stable quicksort
      * if we're running on JDK7+ 
-     * @param list
      */
     public static <T extends Comparable<? super T>> void sort(List<T> list) {
         if (useQuickSort) {
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index db06f5ab..f1725bc3 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -27,7 +27,6 @@
 import technology.tabula.TextChunk;
 import technology.tabula.TextElement;
 import technology.tabula.Utils;
-import technology.tabula.detectors.DetectionAlgorithm;
 import technology.tabula.detectors.NurminenDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 1f2714a6..321ee88a 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -80,45 +80,6 @@ else if (arg0Y < arg1Y) {
         }
     };
 
-//    @Override
-//    public List<? extends Table> extract(Page page) {
-//        List<Cell> cells = findCells(page.getHorizontalRulings(), page.getVerticalRulings());
-//        List<Rectangle> spreadsheetAreas = findSpreadsheetsFromCells(cells);
-//        
-//        List<TableWithRulingLines> spreadsheets = new ArrayList<TableWithRulingLines>();
-//        for (Rectangle area: spreadsheetAreas) {
-//
-//            List<Cell> overlappingCells = new ArrayList<Cell>();
-//            for (Cell c: cells) {
-//                if (c.intersects(area)) {
-//                    c.setTextElements(TextElement.mergeWords(page.getText(c)));
-//                    overlappingCells.add(c);
-//                }
-//            }
-//
-//            List<Ruling> horizontalOverlappingRulings = new ArrayList<Ruling>();
-//            for (Ruling hr: page.getHorizontalRulings()) {
-//                if (area.intersectsLine(hr)) {
-//                    horizontalOverlappingRulings.add(hr);
-//                }
-//            }
-//            List<Ruling> verticalOverlappingRulings = new ArrayList<Ruling>();
-//            for (Ruling vr: page.getHorizontalRulings()) {
-//                if (area.intersectsLine(vr)) {
-//                    verticalOverlappingRulings.add(vr);
-//                }
-//            }
-//            
-//            TableWithRulingLines t = new TableWithRulingLines(area, page, overlappingCells,
-//                    horizontalOverlappingRulings, verticalOverlappingRulings);
-//            
-//            t.setExtractionAlgorithm(this);
-//            
-//            spreadsheets.add(t);
-//        }
-//        
-//        return spreadsheets;
-//    }
     
     @Override
     public List<? extends Table> extract(Page page) {
@@ -127,9 +88,6 @@ public List<? extends Table> extract(Page page) {
     
     /**
      * Extract a list of Table from page using rulings as separators
-     * @param page
-     * @param rulings
-     * @return
      */
     public List<? extends Table> extract(Page page, List<Ruling> rulings) {
         // split rulings into horizontal and vertical

From dafef1c26aef5c452d216d12936076882556f82a Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 20:14:43 -0400
Subject: [PATCH 068/364] sonatype repos

---
 pom.xml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/pom.xml b/pom.xml
index 719a6637..4d89252f 100644
--- a/pom.xml
+++ b/pom.xml
@@ -57,6 +57,10 @@
             <id>ossrh</id>
             <url>https://oss.sonatype.org/content/repositories/snapshots</url>
         </snapshotRepository>
+        <repository>
+	    <id>ossrh</id>
+	    <url>https://oss.sonatype.org/content/repositories/releases/</url>
+	</repository>
     </distributionManagement>
 
     <reporting>

From 7d6b0c411178d8a4f4e29510fd3c633b21fe4a30 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 21:16:42 -0400
Subject: [PATCH 069/364] still trying

---
 pom.xml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/pom.xml b/pom.xml
index 4d89252f..10fc17e0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -78,6 +78,11 @@
 
     <build>
         <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-release-plugin</artifactId>
+                <version>2.5.3</version>
+            </plugin>
             <plugin>
                 <groupId>org.sonatype.plugins</groupId>
                 <artifactId>nexus-staging-maven-plugin</artifactId>

From 7b56c46d3362299430f19c34657a692b6529ed98 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 21:17:17 -0400
Subject: [PATCH 070/364] remove javadoc

---
 src/main/java/technology/tabula/TextElement.java | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 01ef855d..b9b8143d 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -109,10 +109,6 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements) {
      * heuristically merge a list of TextElement into a list of TextChunk
      * ported from from PDFBox's PDFTextStripper.writePage, with modifications.
      * Here be dragons
-     * 
-     * @param textElements
-     * @param verticalRulings
-     * @return
      */
     public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ruling> verticalRulings) {
         

From 7c5758d5e2af993aadd142fe7aabb9cbede3a8f6 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 21:17:46 -0400
Subject: [PATCH 071/364] [maven-release-plugin] prepare release tabula-0.9.0

---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 10fc17e0..0001f4f2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.0-SNAPSHOT</version>
+    <version>0.9.0</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,7 +36,7 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-      <tag>HEAD</tag>
+      <tag>tabula-0.9.0</tag>
   </scm>
 
     <repositories>

From 7686d6ada1bf6c13dd81caee97e87bc4f9f71ca9 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 21:17:48 -0400
Subject: [PATCH 072/364] [maven-release-plugin] prepare for next development
 iteration

---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 0001f4f2..23c16247 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.0</version>
+    <version>0.9.1-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,7 +36,7 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-      <tag>tabula-0.9.0</tag>
+      <tag>HEAD</tag>
   </scm>
 
     <repositories>

From 98957221950af4b90620b51a29e0bbe502eea9ad Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 Mar 2016 21:53:23 -0400
Subject: [PATCH 073/364] here we go again

---
 pom.xml | 281 +++++++++++++++++++++++++++++++++-----------------------
 1 file changed, 164 insertions(+), 117 deletions(-)

diff --git a/pom.xml b/pom.xml
index 23c16247..244f9e84 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.1-SNAPSHOT</version>
+    <version>0.9.0-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,8 +36,8 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-      <tag>HEAD</tag>
-  </scm>
+        <tag>tabula-0.9.0</tag>
+    </scm>
 
     <repositories>
         <repository>
@@ -78,23 +78,57 @@
 
     <build>
         <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-release-plugin</artifactId>
-                <version>2.5.3</version>
-            </plugin>
             <plugin>
                 <groupId>org.sonatype.plugins</groupId>
                 <artifactId>nexus-staging-maven-plugin</artifactId>
-                <version>1.6.4</version>
+                <version>1.6.3</version>
                 <extensions>true</extensions>
                 <configuration>
                     <serverId>ossrh</serverId>
                     <nexusUrl>https://oss.sonatype.org/</nexusUrl>
-                    <stagingProfileId>40766864c3b853</stagingProfileId>
                     <autoReleaseAfterClose>true</autoReleaseAfterClose>
                 </configuration>
             </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-source-plugin</artifactId>
+                <version>2.2.1</version>
+                <executions>
+                    <execution>
+                        <id>attach-sources</id>
+                        <goals>
+                            <goal>jar-no-fork</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-javadoc-plugin</artifactId>
+                <version>2.9.1</version>
+                <executions>
+                    <execution>
+                        <id>attach-javadocs</id>
+                        <goals>
+                            <goal>jar</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-gpg-plugin</artifactId>
+                <version>1.5</version>
+                <executions>
+                    <execution>
+                        <id>sign-artifacts</id>
+                        <phase>verify</phase>
+                        <goals>
+                            <goal>sign</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
             <plugin>
                 <artifactId>maven-compiler-plugin</artifactId>
                 <version>3.1</version>
@@ -110,113 +144,126 @@
                         <manifest>
                             <mainClass>technology.tabula.CommandLineApp</mainClass>
                         </manifest>
-                    </archive>
-                    <descriptorRefs>
-                        <descriptorRef>jar-with-dependencies</descriptorRef>
-                    </descriptorRefs>
-                </configuration>
+                </archive>
+                <descriptorRefs>
+                    <descriptorRef>jar-with-dependencies</descriptorRef>
+                </descriptorRefs>
+            </configuration>
+        </plugin>
+    </plugins>
+</build>
+
+<profiles>
+    <profile>
+        <id>release</id>
+        <build>
+            <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-javadoc-plugin</artifactId>
+                <version>2.9.1</version>
+                <executions>
+                    <execution>
+                        <id>attach-javadocs</id>
+                        <goals>
+                            <goal>jar</goal>
+                        </goals>
+                    </execution>
+                </executions>
             </plugin>
-        </plugins>
-    </build>
-
-    <profiles>
-        <profile>
-            <id>release</id>
-            <build>
-                <plugins>
-                    <plugin>
-                        <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-source-plugin</artifactId>
-                        <version>2.2.1</version>
-                        <executions>
-                            <execution>
-                                <id>attach-sources</id>
-                                <goals>
-                                    <goal>jar-no-fork</goal>
-                                </goals>
-                            </execution>
-                        </executions>
-                    </plugin>
-                    <plugin>
-                        <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-gpg-plugin</artifactId>
-                        <version>1.5</version>
-                        <executions>
-                            <execution>
-                                <id>sign-artifacts</id>
-                                <phase>verify</phase>
-                                <goals>
-                                    <goal>sign</goal>
-                                </goals>
-                            </execution>
-                        </executions>
-                    </plugin>
-                </plugins>
-            </build>
-        </profile>
-    </profiles>
-
-    <dependencies>
-        <dependency>
-            <groupId>net.sf.jsi</groupId>
-            <artifactId>jsi</artifactId>
-            <version>1.1.0-SNAPSHOT</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.slf4j</groupId>
-            <artifactId>slf4j-api</artifactId>
-            <version>1.6.4</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.slf4j</groupId>
-            <artifactId>slf4j-simple</artifactId>
-            <version>1.6.4</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.pdfbox</groupId>
-            <artifactId>pdfbox</artifactId>
-            <version>1.8.10</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.bouncycastle</groupId>
-            <artifactId>bcprov-jdk15</artifactId>
-            <version>1.44</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.bouncycastle</groupId>
-            <artifactId>bcmail-jdk15</artifactId>
-            <version>1.44</version>
-        </dependency>
-
-        <dependency>
-            <groupId>junit</groupId>
-            <artifactId>junit</artifactId>
-            <version>4.11</version>
-            <scope>test</scope>
-        </dependency>
-
-        <dependency>
-            <groupId>commons-cli</groupId>
-            <artifactId>commons-cli</artifactId>
-            <version>1.2</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.apache.commons</groupId>
-            <artifactId>commons-csv</artifactId>
-            <version>1.0</version>
-        </dependency>
-
-        <dependency>
-            <groupId>com.google.code.gson</groupId>
-            <artifactId>gson</artifactId>
-            <version>2.2.4</version>
-        </dependency>
-    </dependencies>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-source-plugin</artifactId>
+                    <version>2.2.1</version>
+                    <executions>
+                        <execution>
+                            <id>attach-sources</id>
+                            <goals>
+                                <goal>jar-no-fork</goal>
+                            </goals>
+                        </execution>
+                    </executions>
+                </plugin>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-gpg-plugin</artifactId>
+                    <version>1.5</version>
+                    <executions>
+                        <execution>
+                            <id>sign-artifacts</id>
+                            <phase>verify</phase>
+                            <goals>
+                                <goal>sign</goal>
+                            </goals>
+                        </execution>
+                    </executions>
+                </plugin>
+            </plugins>
+        </build>
+    </profile>
+</profiles>
+
+<dependencies>
+    <dependency>
+        <groupId>net.sf.jsi</groupId>
+        <artifactId>jsi</artifactId>
+        <version>1.1.0-SNAPSHOT</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.slf4j</groupId>
+        <artifactId>slf4j-api</artifactId>
+        <version>1.6.4</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.slf4j</groupId>
+        <artifactId>slf4j-simple</artifactId>
+        <version>1.6.4</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.apache.pdfbox</groupId>
+        <artifactId>pdfbox</artifactId>
+        <version>1.8.10</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.bouncycastle</groupId>
+        <artifactId>bcprov-jdk15</artifactId>
+        <version>1.44</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.bouncycastle</groupId>
+        <artifactId>bcmail-jdk15</artifactId>
+        <version>1.44</version>
+    </dependency>
+
+    <dependency>
+        <groupId>junit</groupId>
+        <artifactId>junit</artifactId>
+        <version>4.11</version>
+        <scope>test</scope>
+    </dependency>
+
+    <dependency>
+        <groupId>commons-cli</groupId>
+        <artifactId>commons-cli</artifactId>
+        <version>1.2</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.apache.commons</groupId>
+        <artifactId>commons-csv</artifactId>
+        <version>1.0</version>
+    </dependency>
+
+    <dependency>
+        <groupId>com.google.code.gson</groupId>
+        <artifactId>gson</artifactId>
+        <version>2.2.4</version>
+    </dependency>
+</dependencies>
 
 </project>

From a775dcdf7c9fa4c226deff18683a5ee9b0b80dd0 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Wed, 23 Mar 2016 10:54:54 -0400
Subject: [PATCH 074/364] pom

---
 pom.xml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 244f9e84..ac9dc3ef 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.0-SNAPSHOT</version>
+    <version>0.9.0</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -59,7 +59,7 @@
         </snapshotRepository>
         <repository>
 	    <id>ossrh</id>
-	    <url>https://oss.sonatype.org/content/repositories/releases/</url>
+	    <url>https://oss.sonatype.org/service/local/staging/deploy/maven2/</url>
 	</repository>
     </distributionManagement>
 
@@ -86,6 +86,7 @@
                 <configuration>
                     <serverId>ossrh</serverId>
                     <nexusUrl>https://oss.sonatype.org/</nexusUrl>
+                    <stagingProfileId>40766864c3b853</stagingProfileId>
                     <autoReleaseAfterClose>true</autoReleaseAfterClose>
                 </configuration>
             </plugin>

From 581f4e7b6f006a433884d0bbb5709035c4bab83b Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Thu, 31 Mar 2016 11:06:54 -0400
Subject: [PATCH 075/364] update dependencies

---
 pom.xml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/pom.xml b/pom.xml
index ac9dc3ef..e7ac6111 100644
--- a/pom.xml
+++ b/pom.xml
@@ -214,13 +214,13 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.6.4</version>
+        <version>1.7.20</version>
     </dependency>
 
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.6.4</version>
+        <version>1.7.20</version>
     </dependency>
 
     <dependency>
@@ -232,13 +232,13 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15</artifactId>
-        <version>1.44</version>
+        <version>1.46</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15</artifactId>
-        <version>1.44</version>
+        <version>1.46</version>
     </dependency>
 
     <dependency>
@@ -251,19 +251,19 @@
     <dependency>
         <groupId>commons-cli</groupId>
         <artifactId>commons-cli</artifactId>
-        <version>1.2</version>
+        <version>1.3.1</version>
     </dependency>
 
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.0</version>
+        <version>1.2</version>
     </dependency>
 
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.2.4</version>
+        <version>2.6.2</version>
     </dependency>
 </dependencies>
 

From d10ec133ffda6ee35e0caba76d60f0e8fbaa35e2 Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Thu, 31 Mar 2016 12:31:34 -0400
Subject: [PATCH 076/364] update top of readme to be closer to what
 tabula-extractor's description used to be

---
 README.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 55cb02e1..3326be16 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,9 @@
 tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 ===========
 
-`tabula-java` is a library for extracting tables from PDF files. It is a Java rewrite of [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor), that is a thin wrapper around this library.
+`tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that used to power [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.
+
+(This is the new version of the extraction engine; the previous code can be found at [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor).)
 
 ## Download
 

From 6d5e9be9f9411e03b4abe68c65fdf95c0942cc52 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sun, 3 Apr 2016 19:23:55 -0400
Subject: [PATCH 077/364] first stab at an RTL solution

---
 .../java/technology/tabula/TextChunk.java     |   7 ++++
 .../java/technology/tabula/TextElement.java   |  35 ++++++++++++++++++
 .../tabula/TestSpreadsheetExtractor.java      |  33 +++++++++++++++++
 .../resources/technology/tabula/arabic.pdf    | Bin 0 -> 21209 bytes
 4 files changed, 75 insertions(+)
 create mode 100644 src/test/resources/technology/tabula/arabic.pdf

diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index fbbe0e2d..80bb7ca6 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -3,6 +3,8 @@
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
+import java.util.Collections;
+
 
 @SuppressWarnings("serial")
 public class TextChunk extends RectangularTextContainer<TextElement> implements HasText { 
@@ -24,6 +26,11 @@ public TextChunk(List<TextElement> textElements) {
             this.add(textElements.get(i));
         }
     }
+
+    // used for "normalizing" RTL languages.
+    public void reverseTextElements(){
+        Collections.reverse(this.textElements);
+    }
         
     
     public TextChunk merge(TextChunk other) {
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index b9b8143d..1a1176f0 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -252,6 +252,41 @@ else if (lastWordSpacing < 0) {
             lastWordSpacing = wordSpacing;
             previousAveCharWidth = (float) (sp != null ? (averageCharWidth + sp.getWidth()) / 2.0f : averageCharWidth);
         }
+
+        // count up characters by directionality
+        for (TextChunk chunk : textChunks) {
+            int ltrCnt = 0;
+            int rtlCnt = 0;
+            for (int i = 0; i < chunk.getTextElements().size(); i++)
+            {
+                String elementText = chunk.getTextElements().get(i).getText();
+                for (int j=0; j<elementText.length();j++){
+                    byte dir = Character.getDirectionality( elementText.charAt(j) );
+                    if ((dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT ) ||
+                            (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_EMBEDDING) ||
+                            (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_OVERRIDE ))
+                    {
+                        ltrCnt++;
+                    }
+                    else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT ) ||
+                            (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_ARABIC) ||
+                            (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_EMBEDDING) ||
+                            (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_OVERRIDE ))
+                    {
+                        rtlCnt++;
+                    }
+                }
+            }
+            // choose the dominant direction
+            boolean isRtlDominant = rtlCnt > ltrCnt;
+            boolean hasRtl = rtlCnt > 0;
+            
+            if (isRtlDominant){
+                chunk.reverseTextElements();
+            }
+        }
+
+
         return textChunks;
     }
     
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 3e1fbd09..6672cf49 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -514,4 +514,37 @@ public void testDontStackOverflowQuicksort() throws IOException {
         }
     }
     
+    @Test
+    public void testRTL() throws IOException {
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/arabic.pdf", 
+                1);
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        List<Table> tables = (List<Table>) sea.extract(page);
+        assertEquals(1, tables.size());
+        Table table = tables.get(0);
+        
+        assertEquals("مرحبا",                        table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+        assertEquals("اسمي سلطان",                   table.getRows().get(0).get(1).getText()); 
+        assertEquals("من اين انت؟",                  table.getRows().get(1).get(0).getText());
+        assertEquals("1234",                         table.getRows().get(2).get(0).getText());
+        assertEquals("هل انت شباك؟",                 table.getRows().get(3).get(0).getText());
+        assertEquals("اسمي ymereJ في النجليزية",     table.getRows().get(3).get(1).getText()); // conjoined lam-alif gets missed
+        assertEquals("انا من ولية كارولينا الشمال",  table.getRows().get(1).get(1).getText()); // conjoined lam-alif gets missed
+
+        // there are two remaining problems that are not yet addressed
+        // - lam-alif ligature comes out just as a lam (https://en.wikipedia.org/wiki/Arabic_alphabet#Ligatures)
+        //      this problem also exists in Evince
+        // - mixed-directionality text comes out wrong, but that's a pathological case that other things 
+        //      do incorrectly too.
+        // this should get fixed, but this is a good first stab at the problem.
+
+        // these (commented-out) tests reflect the theoretical correct answer,
+        // which is not currently possible because of the two problems listed above
+        // assertEquals("مرحباً",                       table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+        // assertEquals("اسمي Jeremy في الانجليزية",    table.getRows().get(3).get(1).getText()); // conjoined lam-alif gets missed
+        // assertEquals("انا من ولاية كارولينا الشمال", table.getRows().get(1).get(1).getText()); // conjoined lam-alif gets missed
+        // assertEquals("عندي 47 قطط",                  table.getRows().get(2).get(1).getText());
+
+    }
+
 }
diff --git a/src/test/resources/technology/tabula/arabic.pdf b/src/test/resources/technology/tabula/arabic.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..98252ae744e78f9db9376a6c8ca73f9e50b62e83
GIT binary patch
literal 21209
zcmagFb97~0`YoKQ*mf$mZB%UAw(X>1+qRulY}>Z26Fa%}_U+qm_jmjE-805M=UHoW
z>^c89&zy6S$O(ziFwinXk@Oe#cl0;)=Rh&y)8pG3SU_=e(@7cIm^zu^GyR!Spc65-
zax!+H6S2~FG8Qs6v^6s3<%M!|axm7nhH}gFR+Ns|poi&vQ+?J-Rf;zx3r1Kuoj~ze
zXPpr|t-_Pz47w`v?T(LMiDps<^B0**$j&x0oB3q&r2)|4uhPbQzu540*ZIPfKJ9x3
z>{uUr2|n831P*>$^PzrS4Jqmhp#bNFQHfjzsuPBbBlZSXTeg8Rty7sqL6C}~%s)!E
z8!X7AlH{kN$ioaVPg{{qAjwOGC*B$HSS)c=93?kcfN@l)nASL#O{vUAfoX1zi7Vz*
zdUdu|+IHqt8gvF#Dpx&tY3S+tq~8rRIPk!@yqaup&4fP~0^yYCg0Vz-L&VRqb8Sk;
z39S=bBufa-rF`2s0W%v$hTR#2*<U^lXq7o?HQ2+yN~Q0@mW?z>M*#f<F?H_1w*NKm
zcDvVxyO?+?K$othYzrX}CfXi7A!SKeHeOe;-J)~+Udr19eGWY@G)+T~k_99`+^5ss
zLFN^Yzo$Nwt~nlf0`O<BHxC+vR7Azp6=lci-WP=IvVE6|jRz`q7VDPjzTAx^0Gy&I
z*GEne!I1~-My*aNBI2m*5y2Rfq`=v96%&QIc7pFMA~E<4lWTL2zAQ(ePmYwWd1Nfm
z-d@4`ceI>5T=JRKS4OwlYcp(DFPtOZC~Wx=D{xoh9Zp_x!Gst#|D;y(8-afE;*`lo
zK1HpgpgYTT#J1BUgLb<IWMBH8J)7A<8QU2BlMsKZzc>W-7j^zBSQyy<+WU_=mj8=j
ztp5YS{z*Uvd^RRV=6`3~p}Myfwkf9X6faj@#_zg}WEb`IWyc2NM#B=BIg-^j($h0m
zX+A<S^~<?$=x@$mo2#ZTQ!+dZU`WV{Gb=lIT_m4^SOS?1GJBE`kij5WQvM2%#9*O(
zx#_?75d6h|AG+soak*qf#e{W-9=314bxc3qbxdbzHYgm<0ONtNNts4SwCcud0Rgan
zp-e1EJvLnB>}kBh&dD5(R}5MTVt0ev!S1HiSUkMPv3(i=jnM72mGmTScz^g}f&zTL
zy~Loz0sxoTHd?y<54{4j9S$(rw>z)bEsvHSD(><~n%ayyZ4qNhx2`<!Vl7v_EL0T2
zp9wV`!MED-zdoDC+Vn~FZdiLd1r55jb`J$^<}tN$`kbM<k$eX5#w2y>TzbFWaw>)&
zte5HNxny^anIrkZl6M$V{Xp4)fNRmGdOdf)XZj(E^)Sfke~-6=D&8T#2qr=ZxCDG-
zH{xIL&$?U63;ONcmRyJLWfgN6RTyIu`sfs_-B6fS$J3vTV%+`PgRnoDiZe$d2f|dK
zKbfoiN`L8IfYV6YG?<2iQb=%jM)6b^_MM&Sm)B_qu<ry+pkOjtd{cZQjI|MC=``|X
zr<484tqAs$_;jB0<3^DrFj{VUwb?#?T(M^1l^J~x>3)AQ-B>o7NLP$S>LG3>G?Qf4
z*KbhhQ|GQ~`fsFQ0(lcXoK*^s5*YXETMw}JL2~;|<Zl!~^T@{b6;uuslPjZk3at}!
z)XfGJ2wt6ijOixl7Y7~+kTnet^l8x0hfB;3244Pp(vEdM(=LrpPab&kW`NqeqRoHi
zaon4%-p~kHapmi~Y%<`QoW2bD#gZ7$ony>sx$#Ua9WV8VBh(5HSg)KR8$;x8e?$BQ
z)XVi<4ZXS6;RX0I4q`S-9>(CqkkGosarc2Xf~F7;^O^SQUQ{>O+}y)OCH>0-&&aRZ
z-<^Y|y3EN9v=e?BZbuqw+Tf@}@f23ij+?8UfC17LZCu0irBhn7Js(YhfzAyR?UGXP
z*=5mrezKMg{wD_Ruj#%aV4F}a*ik?%PMzBO89(-Aj4ls;Kd(@)n_-QYAyLaRp1V6|
z%Q|{oWnRl*wJy(zpQzoJo~~gtiuuLuMy<;O%cCS>1=s9K2$gN$+Vb*>pXV>C6H6G0
zxC(tF3+~Vb?>FGysO+7s(NS?r(Vlp+JVb5;2-aLn2Zw{&h3?HxS*Vy8o-<s$c0R8h
zS5>!*5i^5kPgS=KWC&0&LBH7Z(cZe7-iUyG!+_DU)-Ypj#fcQUEsw>A@eJqXmC0qT
z&AR!J5Hj`myx!HgxPskT!?O7yjoqV+pg!j()z7+2Cp;kZjfmrx^#{u5JapRLU_AW#
zT^D_YLY?k*HUoDN?0B#KGYPS!$Ckrx8*52sFO0a%6~K$If|qvJNbojUuI{Zcxls-u
z!tV`?_;z$bhlkKuFv0yfGd(9&3_*yNqJ(B2+R3R>i`S@>?AR_x%ZqnOTX9jF4~T)n
zs75cW0N5D7NDMBE*DdVm8d@{=GIss(Q1AsJtFeBAX!y_mYr%qeu`Sw~3Mwz+XF0Qt
zMeoD?w=K5&UQ-+IfrqnGx=oLdq8jl}RoYN>T5o-e;ni*Jw&M>j+?R^;UvKdF!a98S
zX|lFcY$ck2ms!HR%(sGOGW=zkQ=D*eL>FO(8U~G;eikns2wFB6KdZZ)wIC)0+iZ0C
z_FPh}Ys*v4^*O5DD|PVpT<GK<7r~yj8m!52B}aPjAiIKakAxq>;I0J&rZ^q2gaCK&
zr!l@jJa#uOocoSnUhx+Kn%>zdknM<1Ze5})g7?dio?)MsecFNB#2eDjwt?QI4~{y`
z0VF4PKC`{FD_0-o0h{zkAISm62QLi)Ja#jl>%BTB=TKZN*d5vha9dz8uF{+>%THz1
z=r|oeWIzQ1Kl*ZhNw{SI_~b}71n*5DZOPun`@BOxzO7GZg$DT1AzzVY+ahd{OiAx3
z_qB(8YW8_Te8mBD5Dj-|`hfdvY9j!=y~tkhyTE~$Edm3`WL|i)F^Ih6_aMiR+p_mC
zyWj{<;2gVxp`E>)yZU>+!2sgj<Cyb94`FSZRB8ss_|Wika_!+$PX1+adme6qWe_fR
zn=}%t%;Sgn(R#PCQYvM|8Vm-0Z6yhj@ER4CBL7ImN^!&EdkOj3VlmN#XZ9M5avcLA
z!w}>;p}i5Ih#$t##p<lZd-j556h-k0p;gJ{44w5@bgK8`+?H539s9ywWw}@<5_MWE
z?m=;eV&qh)38yc~{o;kg7#Ri91miF~w$&7<yn|;RNybS?6@W~O6-4{ubSa9%J&z#N
zhs^XEXo1E=L1Ys@CT3;kK%Y7UR+(F*8geYn(rPn{<ShAy4kNqbTrz(H6u0QAg)r@w
zezYIw)MW)Kg9B1Rn5y>OeHJn%A{k&f*7CtyFcighEq(X(2p$NXl}wp{3<rkp9EUln
zK@&NS;$$&>emX-KP^BRGs<QMU74`}&Zr#Ov7>?DT)*{8@l$4c;R+x7B1c}K^%`xuC
zOcVZLZJqrl+(xw}C8dZsrNnr3bhsRzI8Gm^7gLktsR<h6!0FM}B1bYbboE=W@X6Ys
zw1v5in?oihil*934fbxg@6Zh+FWqCt*%p2j<MxX3EWrB{dWSGh;^TGx3j1ok)T)*z
zvHm~gtG~EF=kDhyL4z}8=7e$%)Wz8fCVn=*!+Z$|8t_$DRW)kJHz;G+cl!?gj1WmP
zRsP*mW8}U{TbkaSQPEfTb0mJgVUcjSz7lo8ir;8sg&7+acG%4x^urcW__drwxc`-~
zwNf?EpyW=2g*J_Ia8(J<dVS*54A>BHvm_mC`F7>pEER-uqtv1}9MjA_xV#p<-XjWz
zljiLaGLqq}QDq|I5$YA|Q5>|hf+9V=07S3iY+)}IL2#f>rPS4JDx5jylL`Llf|~32
zH%*R^^4Uq&sHBVn8_%HFDLzX~#yoXXDLaUO7LGh(R5Yn7s(qjwb;<s{+3H}@j#|Iq
z)>@=Ng2l#x>l(Av0>9r8l}BB_k5vR3vUKH52c|BKWsB~@LBVao?eF(cZbCllm~qjY
zl0-OEa{upG`KYCmojtpZi929EY)?~r)6~d(I5$*RsvFymY#X|cY&-0?iFwgpl$8SC
zI50lRvGa0FX3=o1`}eKg@?mA00Q&DXdm#A<C&!Fi31%VtWHBm|MpWnc`o5s$p@Gw2
zUBoQz=(Ar)3JRgBaf1EMgR|_5#SNpwoDPhON5ff}F+^xhO1FLl%NRF<fQ%lzd}K|t
z=1Vm46k{z}ejGlqtEJF_z~%22YQjo`?EoWGjxo38I$9he);PXsj*|&t9A9Ge8T9^9
z2}I*^r8+1DRwfh2L<(qws{O4^Oc~C1hC+r^%LJ=6;})cP(#kkmnbvZmDhXWjL}dQy
zI3v#}c5`G-P*phZ<<W7%El^k72WF1)0ew+@gTTzIOiH8Q@3vRW`|M#ANcLfrjA}o5
zs6v(QBYQF19Lpid=q@su-C^dE1=pb5=N7W92D{uuFCrOD-pcVeuOMd!Gxx~Z5f`pb
z(q`KUPwr_X-UJ*%?^&6&2s~PiPx;AG`ZS~1o9og0b9g_Scv~B&n#z@;T_mk>(MA|u
z$-{~0sx94?$+xL~>lR_$I-TVURUvJIUX+rsgC5tZNVa76mK%ri1{^aBpOX}FUz{+H
z7SoJV6ubB;ojJ?1t!uWEqK<`#W7aWwp~>W4?VBwx@c}oS3}fDs%#S(7FCE9aBJvq{
z;}!+R<VOVhN{-m$@bC#z@oNvgeZQs2PxLlG%i?u+^-i<pLU&0COVG=&9BJ5HVA{{*
z=pT(2Q74~~+MU9jP{3QtgrS&<ByTo8-pt02@-T0#GH9BblChjZ)|cnjl{$m&A5G42
z!F0Ek74zh+o;|)QD|L1wD9#@lhEZ1%vrRKl&B9>UBKUL|hEyKSm>ea!En-)c$jdwz
zt1>`sanx8MucjVUbGEWYwf@br8+b{W6~2+2IeAqvhy2rVs%BEVxU+aTi|P8xQ7hkc
z$Astlp7)hC-hVo}zgp7qvFyGBar&c!X}LmXG6Rj0Se2wkxdi-bD(y0f2VLlTagFdI
zv;IpOJiKcy)6#X>z2bSmT;1_Vd~j4d%BpM%<=9$L**0U(B?P0&Bh;s~TX1R+a?6YF
zRrg4*x*&xsr$qDVn6ySfi_n$y^x|Tn%E4mU=`PIac)rT9{<o$zFJ$^shU~0~wG-Kx
zatT~(awCqm@YQwn@|NY9nq&5XtE5Plc=;^z;TNM!fJwEuX^Z+ScV`^xHo@mgH^*Rl
zf?9!Tkz0ah(Qz7$uF%4#NL$#Y%%;V4^Zk%bxBKaWpzxVF*O6Apgu52Hxj?ennzj($
zIiQd^qN3{3;@0P-mYXhTKo|M$)+j`Iw!)U^@F03Vu%}t;1>+NmBc@vzm+Z$Qwq10&
zD)N>D*Nyk`$up`#(FT^>`WI=n=?R5ykq3Df<aR+9hEIr>ski;xHshtQwRTU+4b5j4
z?WWICe0GR?g(tygY@w_XmiSFKxr(mI)|o89vz<xKVU(6c07(OKGS_XYk-L?i`)Zi2
z|8d&-PB`<%sK!BE<Rad;XR>-mFwFnb2maOJ{nh+2F|+^O2(ta%2r9YT8Pkc_+BgXr
zI~qEe+d0|(Q5yaXW%R9$>4f<I`cR2D7#l0<+c-k~r9qfF;xqp#{v0A8VC$wy!@$7G
ziciDJ#E#F%$ijioK+i(2O(*W8Z)I-CZ)0j@j86|m$M0xpY~zH_LI0=z>pp)CXqf&Q
z3F_O48JnA$IsM~AC^|(aV`~+B_CI_6y2Bsk!<Z5OueMbI>Q5K?fBIPVzaRgfLJ1=i
z{r^KI(T?qv7@$W8zIG4is16}9N9{=bRY`qcTcPIti#cuSmvkR9&;4aqafN?K;7i&U
z_9v#hMb7$8gIAFm*986Z4#aUwtni8bJ--qQyX~EH(zXmK<fv8i6lMu4Or3e4*Zx+f
zc~E~s1kV=aivZkc2qGL_Nwjlw;e8NtFpPv5EF5^YBg3f$X<`s(Q}jA-ji|^c%(bOJ
zX+-rSIV)#oLY)|CBso?QGxKo+8pcMqPABq*9v^I7gF%VH6MXu)M-3jdtD_Zi6RK~#
zpLQs_a;soi1L(~+U)dyswbI+JZ+Ks}gZ~A7j=x{kzmTR=bT)AM3w9+3XXAg&3g|l;
z|MkBA3*hDsj!uGR`VN1=D5d|;nh}al)!fL*%u$n_o*tith4mks_WuU$ZzAFU#WMvc
zIwf0W8}q+(EBwEZ`wu7?=>LAee`3kN@Yg~A1<rqo5{&dr^#7qsTzbN~DIKPrxE}GC
zlD?28OdN!43&Hu3pTz1B;)gOO7(oEPI5I*CMU0P5q#5C-VVaUc<}T!*k*h@LFe?`(
zs#wstY*wZy%UN1CT2|GstE`x|w^udJRc{t)+tN8d6}z=uKV>ob63BtPuO4sVkluZC
zY`=YVZF}nAW8x`^e``$uvIhlAR4bZH7lm*SK*(dKPfSdaI(_4f_6@_MK{@|{fm;oW
z^qrkd_VLjc>SLX6NrykwjgBCh$GaTK>udJ`8j>P4;0^lCPCpv0ZpZ7#l<5;JF<bP{
zPUPd9;g`%$v!5?PhbdNH>+CtqxmJ-MeM)qD@2HvMh{ivEyxVkO9uGsRzq(MTi){&A
zaY~0ig;?>SsT$@z4dm>;YYP<eY9Ryk`9Rs38(JZSMy*E2$-ZJfA)rSHZaI0kiNHs2
zckMHS>|Ru~R!u$9tw;h|ZtDSUwf)TS%eZ9MacqbVT<$;MLWR`C&+L+7bHqs<6aWbU
zp@wyGl+;bB!h}uX;KDg>V(+Rq5bDIF14MhA3<L|k%SE)O_V3iec&Xu|mPTM4#2vy&
z2OQ5d3%$?=1!`hj{zP`a-m%JZJL86A>T@=NI})Mf9YRi76W~>KlA>cbpM~tdLTgps
zkXt=vo^d!taKUDO`(L0&=V{d>JdGar*tP+G)K8%ZeCi5oi2~kj;t|4}q;iFrw1X^1
zc;?P_yQ%cDog(?J<G5n$b1vBM7*jM%2vCdbhJ#XqkdL&D@Z6Dkft&mIpfv~8_mKCX
z>J^uPDv7udpKM%)aFAH@E-qT5^x0q|&I5rDn)f&*;rBkjB|w<tGQY^>Be;L#>o?&V
zbIPhkb-^#OYWByet3<H`a2wQG@s~k{^?k3$6>W|y8JRc2jf~9-4I8)AA?}PJdkVEJ
znBWR}le$hInh`sSkA3!BV4)x}3XC<SF%btz_?cPny`Xdm8{KB3Mf6qcdBlC(QfAdW
zQc&o<&?L_5^y>76W#6{ILzxsKpuAP8#&UkyVBN(t-CFJ)#r^76GTU>ez8q@#!_scV
zq$Tn^Tcm3^G+ILWdAQw13GROMY2`Yt@c_5I%?P(VD)2WV1M%gsl@Y<b7U*71=!>jC
zwo`~WF-r{&k3CBr9*_O~z&p~gl<1<=@I<Vb42j-rnXV;Ka^Kgh;08DP{+IQHD4X~&
z1PQIGI?n~N^jl#&wUMsR7K|fDET;dWkJF-AobRMQh>P~R_g<1>Xv>k%rFbyb%T+ZB
z92$R|nMS)=v7m;W@^Pv<t0J<BMGVAQOkh&UBOU@W6<ietm&-3ujQRQ&q|VaJ3ukQx
z=QXEPg{xShy;$P9txuNWfF|!E_)rY%0U7D<G&xq_jzJ#_<+F@m<+I|S8LCmqueKsO
zJNJ^yE(MWvod@JPRshHNJHtB3?gp`LWRda9=+THcE>-K26%uE4)`*Ovywmj(4SKYa
z@c9|?LvcnU+|1<EZ0ha|s|=5)-|Z#a+Mgiq25p8k>Y70Y)M{dAoA}f%N4M%pCgc9t
zfo&Rfl?zr3$WlPtT#K0qR~3pHU9FdNTN^DeC+V(13e%H{jS1jzI2dTSYK#EmYk-({
zKep;}*W1Um7m-Td2Um*k^r`Cr$QWP9fYxGRWuVP?PMtLEs;bF)O82-{m+ThH`M0}H
z<Cw`TB^`lWCySTE`c51P(}Rp-Mi!~t66V-xmS2?Y?%xlEeyqsi@VUPSez0{n-+@0c
z>e?NG(<z#eJJ=PAEkUI~8W-(NjE&c**<ps)BOJC#sO7>tfCL)Da~FT8c|IkpF2DJ*
z1NJIHx^EVk;4i%|cB9ev!<O58iBP;C%S}2QzNWwAlpk&v8;Q91zGn9O>jtbF==jLT
z`P^S0$<l21I?1j?yBQI&TgR0NR(eE$tR6rrlfC1CTo0i^6B9G;2K)uyx+}37^YvJ1
z)xIHLoXn}pEO4e8$KYvu<f9qy7NhD4-gON{dK4vTiL1ogAd&VT;2NY6YYEe$SNjJE
zRLrQ%n4BXC^ySuKHbJp6n{?45pW!$gH{dkjFroiaXM$Y&ez{V&%-bSd&iMd`!=d~X
z*d(j=#Mm%<ibz9zA+S|dxTS2sf;cWXN8VcTbBu`&Z7fW!2S(o%k>5=S=Xj0J=Pb~W
zL9x}kYtq=VxvJsvxA&rnj;6wKZ3Zk)_hSLk^>6BRw7BS~%ehax+a3rN=+ZpRS+c7h
zEj5Ya0@VppV}Z}64mvU8ZKT3}(7roGICMP9mS!)HG>RJPm`X-eboa5#l9{U-yX|H?
zKKDKL<`;1rr{xV})VgqQRK9Ar8UYQFWXN%;@v&s-l+5Jxj&v`wsQ6L@7UA*y`Mc#U
z%1YER69-#0B^C0C_^^JNGmEey4Lw|fE&H=mf1>GX-$pXPKJ1$KrLz82nJ#3qV6m;2
z{?o3&JPljt^BK!Bw{wwVi%PCQ*i7!ndlDU<mj&J3-7&yNJ&ciK#7nho)q((y%8HIV
z@ykCb{Z4G_*5HleH+=)$nEgHM&~xu&d`)s{ERjqHjI^@qke0)oks3$;`NrL3e@F^<
zb7Nr}4jdYnj_*xC$)K}r(D!&D7>{JALRE1a2W=bLsT>8N3Do3z|4URxob=B=B`ycK
z#1vB-*8|kX6xq>?CNH$J+Q$V7X6$Kv$rN0^(X47W#<N<Z&x^;^y49!Yt&nL~({7fx
z`wOpw$cBFQeZ&MNdN<T#51qER8XayNyp5OV-DiMz3?6TXmDBtYnf~ylpzr%4cn-tm
z$67Y}lW*<j@2B$^pQk$brUIBwp60u~0IeG5JiJOG;XZV2*ko?St^gGIkR&7pr4w>O
zVOCMUsM;C<?8dq8A&U~{)=OSobrS2lTtQ3d7eP(m(`~`xRf*BmFR2|BBP+OZRaK5E
zsXc4!vbpK)>A!k6PSq~dGNBkJavr(&4I_)TrK^qQpR&{RP!0mDk+Q5B)=gH?Ryux1
zHLcl<b%#}#tXsRTxvYj$@RL?5_%+UGFsqX@tqQj@rzLAhLKmaTP__9_pqXSC$tNEj
zO^(*&H&iu1SJ!H*yBWt_s0pD#Kug^XzRWc`<vHv3HZ~0gMMNBNZ48jKNYUDb(T*Cs
zsB5`Dyx^`G-Jy9zXu<Kd%D2oeKwcWOFBo6_b~>z@(v{|_$^zXC+7!NwjzwU6n6=Yy
zG0WO->WB)$j&O<fylvKKM!TrJB;Sy~7yA@k3W0J#zoK2U-P8pb?Is8pM0dM(9I{`^
zF}R8a`QvttgXGcbmNH#hcmp1_KPErh($<{mpqn9@J2syBC)-u6?jov6a07idlQEVz
zV{oz#<397vPVq(~xpj0u5AMD=NR%xNl27ZEcBFrb=@bJA)8Wog)=SRWlTZ$xF%V0W
z+U}cz@Oc7|nZ1whL*4v0pr}S2lb1&w_n;3v0teObzXD$X>wWf$73LYI+Rt3TM1y0)
z12?<ElDPUfp~l7H&y#24=6$f{ZSW=T2r~h=tV5)Mo)Z|r)xPr>5$rx|7?RIAH$M!m
z{wS50``i<dwpfN#OZLN2byd$)0%uW$v094t%NPZoDensyT%l^Wj)ml*&(VYvbnfdI
z&>#hK7#U(ZtEfX5cAZ0iuJ?#x7$!y0zKW3{Zm!;kaU3^Re>t=wk(}r~j<H^zoY-j?
z2`#?uj5@R;L#o}ph`}Yc<s8E*WSFtHyVX_5O-8R;oyFHJbG1sm9Fh=bq@@g&S<i-4
zn!Ne(Q6IxkVw96Ew=ZZ>o1Sg&M8I{X8Vt51O4RAlIp>-j5OwBJWQi~?NHSMJYD7{!
zwi}9reQ^p8exT>{6H-)x{)YsyJYJN|NV*AZ`+^%GPSi-_qBHdUA@wggW`Cswav@zt
zOicwv<bj90-ZLR5dR#fdS+^REAMy#~92on4;&EtN*$HyWt)iDPaMM-E(*gSyt!2K7
zm2?Cl;0Cj93b12&Zcaa4h8GC}l2Bl)^Z2y|SB=Og<wQqO)J<usOgOJI`R=6xGMi}*
z?GyVU%ST3Akd(j^pTRh=uwsJdTv&J!Wb7V7kR5WcRO3`^wZd{wWD<W2_8FEkEHo&}
zh!~U9i$~}60)GA`3&VmgfI{K;C8ZcB^;ky11Nwc|55u47ml2+UC{0Bih(%3&MWF*N
zA@rC8AtG!bYN2SrY|qXwEOAQlAzAW`7?JdT`deTJQRYM(kq6bO!_0w2HEt{%m{J^R
z`bhsEPp|~aeZM0dyZkiZj{yFmQ9Jfk^dC}$Ou+g92n7hs%3)^U$Pm*5_G7@53F!{t
z;`ba4X6%@g>1J9orDouPa6}cs&--FbM+nxD6rAGDi}nKj-Y06NIC>@!utP**a);mn
z@*IfHV`0774;J{NDyd$1W_+C3$m9r7ApKI&14t4dp)#joaAjKGHzU}A&B;QA63l`F
zyT&S!#@&8(k&(S7e)_BxU}*@l(n}=ba1<ckN3?JwL{%V%(~z+ZF2wo=mOB?axPm82
zW6-#9W55Na6;OPLJMrM)E0ACu#GjWNek&h{tLgP2k-^N%O^0|AVaM+DsN5qs%98+!
zBVGwZ;S0M-#E=LFY3WP+3`4{)Rq!&ZCGd><ly+brpQJ!0tFEWT2r&)-Q6z4Vq~un*
z=U|zFhZWuL4b)1D?w1hZYUHO<Ur}*L$}>)nayyl0h{sss|NU)#RE{~*L~1j2AT%yX
z4W?i6^i*{<n3l`H1UQ{RA}2oaEfK^(iHL(!Unk|}Dwi7r5(~yuttgX2yU$Ub1@Y2U
zesXdsvT)>s+EcHx5XewMFJLahUmr&#Ke6>J#IYPlA+<JExRGxlRbw|UrMdC-FuLjR
zbI~S8^wDMHva5;KwxC45+R1gNV~(Qc@m2M=^Q&<npjGo@(_!6Vb#slT=C+BI(|9`F
zC8wkypy|cPR?@R!IlyvjDfnng#MUxFE9O{Z{oSFVdGK7c@RQYN;pgFl6TJ})u5Le6
zX4`q^q>gWM0`1eQCL$T*al)oU`}*+{s}pOxw}WR%O=neq06P|<bw#stD}0%o1~)kf
zp@o^{^`m=+%5#?6NKAyx*;6Yv4~@+>Wl7}7nw(M21b=y)<N$$Z+sbY<>eZ1+>(==-
z;EnqV4Q%}P{KDGOUf%dRrzZBMkF92f)-}KU#=|6T78^=Y-s+{b{aDl$nkzCgnQ)-r
z>7LO7|EeFUY{l@gjmy}N%WN<@>|ESVUfF;g!Tc+E<jKs<;HD+G>8PxhUv?BoGHo6~
zAqhXfZ9JFwISvil3fp7i`esb$m>4%U_wOfe^4fwoj5z3G*N<PUHf4JLBs)vMtXbSi
zSq-hqI{g7LD1-f-)nj8av^Jp551JVqt#iDAA$KT#qB&}3Ns&mlz~jovp=L1wsLf6h
z1XxvfU$7&YzW%wYz_fWHXtLU{B-_LN_2>0ahL~(;F99l(o_|riS*D0OBPJY~Tj4$`
zJHp~MH%Hz*5d-&NeyE^+wbJX28sVgg%+J{cV~mK9n-M$i%mE`ps(=<Ocw5%$-4=Uk
zd&q-GkVpwqj+6J{MIjj5GC=HFcNv!c{srxRW+0JT1uRCs;{#~Cq(YH^!qwqOz%21#
zc(q1xqN*0UHfNSCji>n;e)%&0ZO{Tgvm*E?x*GT_(>XrTC^&nu(AiXK?$1dS>U#qV
z5)NgmSy|C4A!jZxqei4f;KzIm5)VjAlJv5q1L(>mGZ}5WZ;ePinpMO(zEwgE7DX3;
zNs1Hz?=Z1_*%*mMqU5b`k|cA8_UD#cnItJz*ciGt<E*3xqkMr;JY9!T{=OvXi+}_v
zr~W9hZ)$wl>!vmh)jG!d6)L*YkJ-orbj2UDO3uW(QqDpR6+|!o<wTtN{}>KrvXIHm
z1;O)J?h^Ti_Jw4(1LCF&0C^pN(W)PxUi=ACz3pzZKPzr3UNf^Q(su#DcG4J3BSU9u
zx|Ks>hWnhRg?>WfkyeEENTi*GF~ng~N3lR@5!;PMyu8lrXZ#Rp3q(@!!~kS6O8F5W
z`@QlMA%re0QJcA#7%4AvEl6I)8_hu`!Dp_}*n93$S}DZ`q9TIA!B0wV|Cva5&}lFB
z@F;eTnB%q)d;t&ymE9F3AAwz@(NGfqZbOLq0JnY!vi%ow1=Z&*H|`%elHWPP_ZoJo
z+mUNr?BS3@*~ZG22y>i`_~GscFa+KMX)Wh!K@xbvGU*6do<U%r2?A?GTF8Bd<*|}-
zq8wW*5JSRElTGy{PYH}8m}sURQ*D%O@K763NcthhEA7plCg@pqr$_@&_sRNO(D%K_
zT6xmI_TEA6fP$UPGF67g<8JbLaqu`Zm{D@VjFzqcBt0}OO+A=M?r8V&j!_9xcxlO+
zTt$xPujF_oZc&enfwh*g?P$W$o*g^rN7p#IzD3jQf9Ovs;%zI!wt8?Rh3Y$(=(}!e
zaI$O;JNddebmecnBKq)}2&KvpgsUY4#{|LB$+5#}&oA_(9cV>9l>mhp`ji^V>g&yL
zUboRzaO*g4S4`Z-OW1I@u#R*iXVw5^%fq~o$M^$zoB$2SA8=881lldw3e9CQ$6!KH
z*U*0^oOHK6F@<Ah)h1!Yq~j|<0Ol!d{I&dvpBiyDq;Ivez<9txOAsf&9azO0&N?$r
zc<08LW)<e8ed|i5k(UT|i&j0`fOGi4*-+U(1iX>mR%NaNCca~StbSlud|0`QDRh+j
z;5K6)0$X*Y@wK5)!d&8rE$QhLf0uOA7Ae%Pg$H~rOn?eYkljcW9B6?yi2pTd#{R-K
zKj0AvVdupuHRdxB^A<IcTrc-)9?l`UAFM>u&FK~P3S|J}Fpa=4;6f{LwkItO-ya}O
zgoVUWTc$Q@M$H9ol#|dp0d<^tyODWr*~WU`F2oVSQ}CXg0J{zkxR&~4$I~Q!ksh#-
z8H_FE6jeOt9CxZ8ZP9c(lR74tGMoVv`dpRV+=ow5%$w7XAFb-7wDF_*5CywWog6cz
zCzFqG7(a#^nHR7f>nu_fIh6Kwiau?kMBTiKzpJMyXekK#M}|;rh#XJz(`MbgriQYW
z=wJKz(0V0X$;>Z>-Emg{I^ugXG{g&e7*Xl=ZQ&P394S)>h0RkXQ4fx($Xej3<{e`A
z`0eSO*Huj1({Pz4_pefLaj$2ob-<(8#a>1cu7b&CQYBa&ctj(`qIV0nb)csI1TBP`
zHl4E-shs-6PWLf&j<z8KM3X${R^N$}&Pm5M`F)UuS~eRVSmIR7laK1H-SX<vchs4j
zRZa70P{k`9PGpyH?e~RfhcKQ_V4vHUYg2vj7;ExRD_`YJ${QpX4F|;LTHpoErK|99
zWlExc??uj<_owAl4sp&6KXtT_8vZ!$&!Wv_*|Q*Oj>x#K{gA+os<5A+Z;F$NmK@&g
z--dBztES&z%xPGq473&2x~L4P+-2qttpet->}TlT^sktFzGT>02?NtQ9pJ!bLsSVm
zyVtl$%o&E`8g`rIc-Z#{wxCtjkzp8Aho15Z^$n^!7unE>j=8x$ctFH%#_~E#zq7xP
z5`|&vU;Tx{a)+sTIdJU~c)s)M<e27cquB~GZm*j%*v~OTljpebYx`0xgP)l|*QXj(
zWYqR2XX}qN?x=U}g0^tM)67Op6_b6KWDCI*PCThEZS%1oTAwCfMzq~{s_z@DHUl|*
z8Mj%a(SA45t*o4_UN+SstTK7o{R}jW-mE1&Qz^ztVAXUcY(wruB?m`Xr>S!BC{0%9
zQU^bnrSrnZk9X58j%I$8io*AK&QrDVd9+r-23I?0wr!vD&Sn;Eg3%H+Ttta28a^jx
zoYSg8nUpMMenq0Rfo=?42UBMmS8iLVu?@!LC_c*OCM|NK@!*V2T5rZh#~pI}Xu?c!
z&EqDIe#;8>Z7SjzU$mu+R<Jux;BwNUSZhVII`~|$vRjE;3WnpK_EVkK#_d@C{?0>|
zHnrZ$=IXMTS|-wPE@P@vJy{KMPrWgq4?fgutn$!I@-a2mac;D1gWRcKvK9TH!K?gW
zQV!4KdVVdms%#s(eCz?6DyB*zuLCYJpEOFpJ-KnpP~eI*={{|ki0bpiHUC?|RURxw
zN0qWeLvH~I+3fCu4TWcal78sgGi!_<k1T2|aForgr~YAbe=At=BZtWvU)C%jks4VU
zZuK?B(Q`P`wTyn5zJja*w!=Q&gKqpJ(ER6h1#D!4$Iu%_6N!<Rs^4iYTf`myG7E`E
zO!RCa_a9qME5~d3RN={(Px=EteI6c5*WKIc1D{i$PwX@GjsL#mmA^H~3qPVns)h*E
z-RH+b7$@~T@;TM0>3!14*EN;#LlWbU;IC|Nl61#@9|vy|&ffL4lDrxrvI{C>;#ap<
ziF=$6|Co{*q0x{_D&x<kQ-#MQ#+&4IRnGNG&&R9yPoHX4q@1QJB$C$6qOf*sJXzPU
zY{7PiWH7!>ZPGFCiwTRP{cFZqS^Jc*=yOKnEoZ(dTI7!gZPFLRbH-WtS>t%VdRpW|
z&J%%3Dvsv1rp=bGn}_I=K-RB957GO`t+@BFKSOm-(KOr{(QU4LynI(D+73MHYw{%Z
zX`h13)tfx@nVZq8Ijym1_|DSk>9lJr^rf3T^&dHo4?k#yLrC4he9%Xou*ggLO%~B_
zY^yC=bXa#vg744{loeTObPZdQHKVfLwli<O8Y;i=E~eu%MnL#Nq+Hu%zQhCS6rTB%
z0lJNV93p@Z!Ml7w0@nLA<+C8cdkvyn4b<m8Zu31J*1Hdg58HRLp`GpFoo(jlOC+~u
z+)w3z?S;OY7+0}wT)%w?w+`T~7v-q?DUA1Wu&t$?6s!(q=x*|$oS2?&Gr;s9Kvr|d
zbh@9<0ss&339q@cGD~{8g2uiEV*BaTc3%v}mj%Z+yEBaS-U;Sg(i?~9w*N3*$j0pU
z!T2ms(^1^JZR0HFs|m-K3Q}VRs0Z6#-tolhDC~7*agz_YHUs#BO<Mvof#GZ`;^8dq
zPF9bL1hKf^CNxf0k9SwO22DSUB|J>3&Y8LQk-mzd;4A=qqC4iWpBe%3u%8kECH{bv
zAiyPAMWHSD?kMo!T!OM)E=E_7l&>XB_RLNO7I$?oTeyBVSd4e4oJS>Emkxw3bRRFs
zD%*G6MZIfPsKQPxuOgsFZcgPj<Umo^^&-)dJ{vA>fn9yrE^dQ_uFBp}Slm8A_^6(M
zcBmro<DP1PXFNkd&&RYRyqVqCRO8&obpMBII9In4$)y%Fm-b#t`3^7a)rUc&Qw^AI
zWw58*gy%->KD3ItD1}!q)VjUCCqh$Rag%bd3b>a}!1U&2EN@BgCR~eT02fP(An@|(
zw9P7^w@Ltw=FTJj#t~hDO@;p?merh|Aps0}4?++>Y`kGCM!+-11}7K;Y(AC{^GOaQ
zHnZAwY08r8Pqlz9nwf}%Sg>+1e%S9=_hz}&e$Iw=lHV#9cT8Yy=5jq@liG&$V1pJD
ziX|#6^CSag3OCf@KN(LDE)<4Q07-pORFZ|*EN0CD8DLd3E@jFAXk5&ewNS1q=CyN{
zDJsdon)^uIFKhe2q_L>+zD+|gTg>RCld(kdf86cpfYQPyo7?q249>w8*?r6rp1vBW
zd1OgzoN;P{EU)T?fkm*ixX70|U1Cscn5Cd4_4R?OnCJaKQ`=1+&z%BmRMjlffUR!o
zd&jC^-Uee)Da}ryQ(o8C;bphnEvKp|tnjxx+%PyDqfFI=ajY(lKWf<xr)=pMqtw;`
zQC3N<>ZOLIjL;(;<7mJ*z@NYf7?%qi_m|TTa9Gf51)Cq%)8LUB994oX2GM7<u&4)1
z0L&DY$rbaLfstUL5dEwJgG*eLhkvAzLkSdswE|5b&Hw|2(58p1#FFDWu#64SbH`GX
z=*0m+WD~ys#n_`f(-Y`8&y8^LlNkXHvbX99QuV|2nIMN5`1rl-xm!K=ZsWgL$N%tQ
z|B4Q<F>^5f%X??|w^a)Na+LqJeE-f42>$QvfRM3;zKZkzoF1TOq{pXWW@W@@VB`4n
z#mL0?Kc)v5+5as)z{te%AL)TVC;s>Jz&{-3|MZ;yPd5JVg%*sg%>Tu3{`cU!cI>!K
zKR$x+lNac?6XLFFyhc5>a2TQcY{=OoFny$UAr`_A^q053m}VLDOxkczYd`H~<NR2I
zs;LlscC>^fc!YWu5NA&z^C&cB65t8Kmcda{ZRT-(Pyg!PEIqikSx&QK{p5;z5(qx9
zlO6JpxO2rz>mB;GxJH-C@0lLgRD?7Hm_lxz_5uqo_a+lmf3e0R_JzI90M*dTERhe4
zt5u`zvFG__USC->dAWo%bE{h=6RwYvvk^4K?PQ{!*6bHCAbh}RkJ&1rCCrPjdORX}
zuupIc`4YG`oY*Z=t=KiBe$_oxwzuZ9p-{((p1Ef;YrtH>{9e6{g{|z?^(}+(7tnvB
z3G?3${=W$E{}VCzZ@l=gAp?$og$!8#gbY}jSpQ>V<Y2~UWnjT){zFp^HfDSl4hH=H
zJAm*Hw*E%~f#Dx(YW_V<^5-J|-*q<(|Ic+19L!9N|4xrhbx$v)#Vo$#uA{ioiO#z*
z!`qgWaS(dQKiLBWAxFqGj7VjjHAp(skpN;02!dZLl=@{AaQKZ*>X(#Kn(d8ZH^GD=
z)>OZRE#1ZVG~d=PRhE{nh6k6(gvD$gU8g#c!DeD|uJAq#O^+rrkFVc-w(mT%xPU*f
zIb)$=3DL~0J4d@#26BN3oRA1Etk>D`+i!h#f?ly_nhP3im9O8{qicjhTcHVh)tr})
zre3SAen4>KUh>T^##wy{UW=kaBuxar%(v$j7zs59dIGH>w|jtJ`CQjrXZb%C%zQp*
zTdv19T=6->3lw?J=*(wywA-Rp2Ut+7%IYLsT<SeVw&p=e({44peEd;*aDf%<8Ml_V
zXW1@K>o{h*u-9A#dI6+#=t`h-CThJVt_Lj+o4E3~ul_GVdHD+JX}L1g8Qh0$x8Y-D
zaph;}W;Cz9uSoBGteTm&qTe2=J+l>`MFNMWFd_S8MMPshyjyDLZE2RUy1j4mgP@PL
zUCxhf%v;@c?xdybhFW1Af4^eerh0!=wxux@FRQ2u7ptg9Wh<d&m&(XV+<nBK*dHIU
z|8U9Zaik8A531Z3k}~bDUr1Ckw5V^b7l=M|Wl>QXSSSvpB{Tlv)56%;n&wg_t}Qd-
zf%#6{(1zRw#>7>VUY5qxc$21<Xj-sp1g*Rz%Tj(zuTzf?_mCB3QBm0~c%D<>Tph{k
zke5eZ>+c}kl4R&HKUA$m{f&Ds59e6R*(Ri+{yQv(V{SSyi+BARTOiqXsCiHtP6o>W
zz9;P}8gUfK`ojzKUfob^{%;kPiTO<nq8|c|6yn;c73<{Utr@k^P2+;7qKaI>!oL~i
zuPjv86UO&AGXfhaSd%4qawQL6Q5xlQ9H#MZ`ETJm1*{`a4+Aa6`)<57Xl=usd8x}C
z&WJ$vO0P59>&eU?AoOpDgvzCXY$+ED$E3@IC^@)UTNILnSy&Dnie3$V(Wm2uDEAxE
zS;3!5b7?p;%m$gN_p#Dg&3Z#84>^-=5WAA(f%86;Gcpy5Ri$y<@mXVhLjVHTD<>BM
zT=rvWK*D<4@o!j-n;D-V%n=?|aVFpsi82xSt&fiAnHYJw3k1zusiVlAYPspOV*y7t
zlRfk%<;wCLkSoc%=D<@}j8Tm`$Ek3tf>j?ix{h<|g4OnvUx4OP7>P?1!alj*9cLj}
z$&tDra-xnPa5AtY*YaYw-}?R1QqN;c$q?;kueOYmn~h(>91JcetR+nQMRaCUI9wvS
zz`I$)8ks|;PqoxZE|a1*?)0VggJi8z*@IYwMm)L*DT)+2Fu4u?lRG@RlYv<p&YLd0
zIB!XWk%JxmzMMKayxH}vC`^t^O``+{o}z6D3Vfq{h)W|Z|C@l~)~`#Hwt}e%Z5&(m
z!X|1pq#Sbw12_Z+Ep``FOcq?m(O+YykG0y-Oax7+q~S9JZ2ZF3sj%B^G*%&m-*<ke
zlv?y#aYPG}GhwgHl#J9xi&)~C>+&a(oiR6a2ukBi=Q1^O6#k|>s;Kw((_dY~P+5U2
zolGOJlcLuH|HxdIYKKUE5js9>S<7oG*RHRgj6q(7;6^cqh6!(VR*9%FGxh_eCjbp*
zg8g2+rGz^MrrI6WG@LQ13OhXxGfvUIR!=S*T7kw7k~uw(D6el_jFP`3d!Y_$OBJCv
zyO6CYm@Z<~8j)%(k+qzyfIetCzq-SJ1-mKuc$<&5QQwkR|2<Q^KQ<gsi@tCd9GxbN
zk51s-$Ikv8At0?aEO;p|j2_KbCm5gK6LU_IQ(TY~R=}Kq`NGNP#2q$|pL1*$Zp{XJ
zDD-ia$s3~)mdPY1_0%vohUtxYO;pED;zj!x!}E3OhRoD)M3r`#5Y?<b3W(57fOF**
z#7QX|oW6+NsZ3)5|Fk@|m@m(14ci;&oGtKV55JbWy{trJ8Q!6)0FV*FfacUFo}blt
z@b_tc_JCLuL2?D;ustzmq^jy$ig-rgF$R~d5l8Kbqgn80B6QoUy{+%+aNol`LHYLN
z<s9{}4LAbTz{_Kn`VA;Flz*sv4@ViiZ0RZGjhE?H8i))Npz&DNk$s|G$o#%!71|72
zk0G2NL}saHzFU@FZo!JP11z^SXp6x}(UcXkgtO&jcDY-}FoMxF&@q&4JceKe$#vIq
zzTYh8M`|#c0JylT#l3(Lvk}EeStc~+C{%R2z_Eg}jK$V2d1=|uioA4TcZnGf&a?sV
zFL-@5`&}&3Hyer)wUCA+_5G8?mmUkY6qythg>Q<l-eq+%uB3*|V(uby)>_hI4x1I>
z%(JDlG-Ml$@z5s*@fS_Fo^qoSGN1z4qU7Pe=j8SC^MRC1i^3DvT|SL;mE_<?GJbmh
zK>`l@8U?7^jK@j_15tKa%=wogrlv}<Os#Y}ZWZK_``vd5nswgpHYaUgi*0Gy4qm5x
zD~;nK#Z#`@TPus*sc1YeJsgckH!PPmtLHR6zX^V&GEjW`$<f`;EiYbjai5TgX6VX@
zE0LytA&VLk)@$^iTbR9OllN=XK!6eWoK?@KJ}!^sO5T}fB{aAN<!+biOC9TJ^cF&7
zX!h-Wd~GhVlnAI9B^tV%U3Rfm=&bzav2izG*4`+F?=)p`Kc#TgaT_0ltQR$kDqXO`
zmvVpMl_iW^&HuC^*y+X<#j3kgHKn)gcs&-yeL0%O-L7}`_1K(!0x<9I`TFX;%f1eD
z4QGE0KFJi+F*tSa9>dwc{p8BbJ<R<vQD7*XTk{)l29QTMNz%&imHh<Zh|OAFURW01
z>Bv7A0e}>{tVNdo984yO)m6ec9BhbqVk>HD+JEK`V0d5oT+)^0GsW2UKx3=(#Y!`3
z3AO1Th4TD4c_&BFrdTl=l9@Ak^CqZF-Nke-6<P+R&pHrXJ6xbg4ef{2-jfG3b%%=9
zhAGlF;06SL2Ryu2)vz$D36ALYa(k$-;02r!t{|B>UooPvQy)C1sQ3rAYZjZqjo$qh
zyzVZSGy^U<HV3b90or@!JLUb_8;5i}49FeD0`#snGt?8nmLO;JZX+hwH%#6^nVD@X
zviF{%mwlJ-3oi|JU<6JPtZDE;7^*ti`=$Gl0s1(R{UJi~MnVTh>S6F`9v2wLZ)Np8
z!SZgs41QC;=H$2;&EzKQFk0RVQr$q_*&P5|Nt$L1K90H3iOhGfhB9wxcNtks3T^tp
zyD`F(1)dj(J2fCld1YpKtnLzrxkw^g9euUUwKLcz)-Ny0v?Y_f<S>a9XN3yzDXJ&r
zP=J9;VPAR2bb3m6X=_686!1t9Dc0V0KbkiV;Vd~37HU27)KZ}49ZF^OzT|GXO5H2f
zp$x;5fMeZgUX^;2mti+l<c?o)_KsC`o=&4@i#*R6fW~7}TU>7wPmATvtc+Ul^)wD5
zx}sGuB3_4NH=Hx)Qkz@-T1j|4K1nJ{qZX}_?zI>WzGK(+2t>-U21tXe7JDQzqpZ5H
z#xj>xR?3ycpX}ojy_D2c+H3x*QQY@^-CoCGy)<w06}qgKP7f9HbEk&eAL%kMNki}(
zaOp#Y(+zekB0?YMWy?xRNUYH~d5FL)(Ve5Lw`4sz<U7OfFM6E9!mKIFU?oa>)J`4_
zSvxib4+~;q8~Im(>5O))WiZd6!)c~WX)s5i0e(QxD<a<vz21Yjv?ptPeZTB4(|X%k
zC)K;}n_e`Vta?2=U7c#4_YyY2buQfwqN7Hqw^N=suIPfJR-!N0UFGnAle@yU!FY#c
ziR6A&f$0*#F}S%&@oAOU`yhE*ge?;=@fY0AO3@sQPP?|M<<!X4+Wt1=V$ap$oz6%=
zrcct!$ATlIM)yrTj83BVZta`FxJqN1C6jF5pSb?h<0=Q1)O;N}>TZ8b!`HY!JJ=aS
z-fiei%&r^|WKXvaMr{T}>WR`K73VV_WNYatY7goZd70<y$v)m!vI?Rr6C-)^@8u}0
z-c_Eoe>a-u@NaIv;1)HkHa~p^jm;2!!FtyB>kn=2qn3szOkU2N@(-SmQyBNW^DKL!
zZCU&C>!*WQz6gb|qMH}8FY&GuLkvm4JAGK+Q27&wJdEl=9nH)ybXXp_7pTVJW`h8k
zH()jE@Wh_WuXfqa*!|7qF$M*ApP4Dd1fLY_n^*rJCCU;MCUqOjlb35B&k66o&$6{6
zliMFV&pvMyf`2$tICqOzDgQA13MYGX(%9PtUGk%1lqV`|CH!Zg@vK1_$IpV;(X(ip
zA^i<v6rXnjK$<JAr|)O}&3OP_+A(n^5@C-a!(m<Erht=@V=atIK9e1<aoG|#)h>!2
z7h=^y{`){!q-64su6#m<%brL<lpin|DXOe0!H8a^j<m347O~H!MJ+uJGsPjvj56sU
z6%Y?T`#$L%6&1Xrs;1zzmYGe?%sCfrG%U^UPZ<8(69|M#%Xd9{5^4S4(Trx7sUdW(
zlXon8x4~C;a_4E*E^%(#dw^t?X6{4QfPi$naNH&et(z*S3FE}fMvcB-OB2Tn6gn=J
zPwi(dS!x|KVcLrv&bEx{7Tvt}3?EZ_8t4=}4rrUpnsJ9TGShM$!|nv-+9$B^nPrOJ
zO@s`%&NvR;RSzE#$eeui`+aw;D{_L-Fnv}xi1Vq<t0g_WGk`b*@#^S7JL0@xMkg*8
zO=C%-<ASd&l7|*X#qA&uQ@emhpUQqc>hoU5mH4`E_U)Y)sT*%$f2X8n*Z8<=ZpYJT
zdFwjgeyf4E-|fQVvCh=%@|*BNi2(v{9U#+7ksdkx!8#=+P}UdFCAr#asxma1-Fbg}
zV>K@nwHRa_YZVd~#A6;HEIsRG!w<Ca(S;*ocgG<^Rk}DIc}Ip>qgM<|NUShF8_E4`
zHJ=eZ_T6g6t%p5lpnYnJ!^Z3F2n4M*ekkK6(Y8Byna16#>n2C{<1%elHLOMhy!8sw
z!y#dUNk4g(yod46zjIt#a+9p1Z}dk}u^VZluOv&mfc8}!zvc)76<)72j=?_7aIjiX
zj``<|2#}LCcu`+)vEy#<-R*CBSeG=h4Bz2efSG+W%0bnF`|V0V3mOT6zeTxnT`1vM
zmPUjLnNKh~mSRFh@0r0$KZ7c(2g_oh`-EOH`8polyNZs_Ywan#{<!j!94(RIAL#OR
zim6KR*bgiH&SE}Rc-yP6s9xB|b&|rqb-bTO5spMlYuCOTi^;?vF4TZT++r-kv_8K9
zfsCmf4<_y-(@81WM#`kod!X$GcZ<J&aT3A|^XT<Sc*RT{s>*D(%S<d#L=4X;B9r}b
z2w3jEmDSa`qkoL-;=rAt5C5)_!2ucuLKD+taN*>En3~mp_`fQ-@_4A$J}$btrf^H4
zBuBU@S94}LvqZ$0Q7U`MmNdpvnb9zXl2Y<oQW}M_S9D9cR3;=TTC5>js4$W4$eI-4
zea^UxrTe+>JD<;)=bYd9ZO?Olzvqwh{d|vc`qB11u|3*UrC*XW7IU0q)60%|_}p!|
zEsVgA6h>*t-WFEeb&fpqG|$m=45@1Fe<9Q}4X)*K0!N3VqQ{iEu-cWnkf^3ADrHW;
z^g0{$OA9Y%MaJ+(`9B&Y%zIv0xPF<2LfEf|`B7^_e8+@OstDa8@*zQxYWL>x2TdF%
zaU{n<*zzW>K6SrME?ZOJ#UG_o)dNRU?G&ooz1(wnvg&cC)=7B0rDYXL%dV$zuiRl2
zEKd(<H8B)Q=Z>B!9+V8B1R657-ZkdlWo%x3_Mo{yVnd|-n_O-4$8j6!Ifu1xMC#02
z(4HQ_dgFE>K}DhSjDPO&j%#*T<uiO%MO=(hvBNbieH_4;pIm=5bEjhA>LliCQ}dQ@
z%s89Wjb-N#eNl4SWGm{de|WX@22Qg=D3GdN*2@rhveGR5Ek7TyvXsM@Kq2+4+Syj0
z6k``IqO_b?n<(X&mfXL1kwv4uyz}}`E^;voH%W3Y!bMM<@@DHF$xeznQ!D)~fRIts
za%jJg+d!{QZT6Y#_R+z-ls=>MfE@w8K~E~z*T}ZYS}obNy>7g(HG7^PduMZlPBS7X
z<6o-46sVZ_hZBlc2A}P~<Zr#+8`|gOI>fWd!SZ$D1L9l8-|5dAeccZ~_RmrwXAhjP
zEmk3hy1HcwE*=Z(4fn;o)C;J5-}G@?|Cf(t=EqBZb}7Ak$NjYA*`mZ}qROaPrz^9X
z!`~VI93EwylK*%;rouhrzDUVKcz$0iKGAp9^JwLsVlJhB)KKWSx5hIkXCS;Jvo2g{
zI4<;5E)J)6B^22aJ}cLdRXFURko;wq88uALJHOe-jH$R^?7^;X35wGgjk_(?6%db9
zC6>Jl`ljgCZJza2VJzrSqkP|JY3uz|izUJLSO#0xtP9#0+A##_^+)WyCmK9((4YsA
zKf6gPt)}yOVBW%_&#l%MnL}E-BOmHEs(v88bBOzBE2)=seGwc2t&u#Exb)r~%gUM?
zO<Hr>?y&3iZ+P>+#aqb*7pz^jJmbr|%!IaE?(4^PmsMUbe9u{$Ur!j(h-Hq|43(ea
zx^$!%3ib2fHi_ncwNP|S>fN2K_SL3Q?U=Ij*K^fL#*gAxbD63N2}%#EV<ZRHHY=r$
zahT`xpFfHoknuBId4H>~(~BR9ee`aISrV|uuOsDhoiAH$lkwfU;G}D!M?tC@X8fnD
zP-D@thj5l!#sO%}qgQ;9u_%7@x3`$feD3UP8lf&BXJ4w+jymZ@a0xp;ZY755Nf-0h
z?T*{vvdy(`SUXFjT{%sDA7L){_=!%(PWq?ScjdAlp6|7Z;{VEA7BUo&m+V|>P_k^N
zVT*CIZMS>3T(?a3oMspQ=$?+0w&2R~)8kiRn{DcT7_V0QR&U1~@2lP~J|`EIjp@$m
z(e~3+eGsh>El9jny?XA;589FuzETUN+t{;pkK7Hb6+T^lfxRw)9<MPz!e8XBdO_wX
zUNo<AgFR2N%H*U2Pp%^|=XW2GNsl9M)|nldTLfv3`rNLvP5FHmSp^D758r16%AI?1
zXGepx=VE>uKk{sjz=21G^VE=Z_DxK=MC<{}IlD~pv6?semb+=Yt<+vc4S&d5-Fc>V
zf9kW;RkpI1B!4HDB;JApm9oy(I$a)mu%tifqV4l^#B)_wz5Fe<S@8U*EF)1GDXiK-
zX4KnLJ<BDOB$1@~srpDCsncFcXHBZ^1vBlG&FwclnvFhO6Hxd@(ZAZBtI#2c3{J4g
zmp1e+P9^*pRun60cq&ljZ9i&ux?H{9{(S3xt&blw7bxtKip`XZ99|Nk|3N)-N8SO6
zghOitN&S4IeQSM!b+@J*#H2)3vAha)oZSA3)35npzk6e#S^oKQk_7&fQK15(>9VHV
z+d*5?#%<Pqbw#Yy+i%*!AG?+(*b5BiCdftDs?hy(+f%FRinsf7ehbV+B0Pl>y|}qu
z*bq|fkZt^4Ek$p|1va`4G2;UTQP1qkUs+fje%kee3_HzfpJnByr6jkca*0Y&>Z=!~
z^I=E3>*|WUTgMwMWm%g|4H{*>1l`~0>tpr#a|zVZ2aokXZKJoh>psZK3DqrNj#;Z3
zUJg@=;dqxUaQ3$}6=3a`sNMh4+BmYm+eEfZH?S)GcCt3xyS6DUJ*FJ8Ep1DKc6sX7
zn2yiAc{EbzdoRQPq+22+{3Oief8|>m|ACosIbLokWMag1-RZ^rKJAiB1r$mO89*lB
zB{vQ*;{FLYLGMihPJqo6;6!})d$ddOd-18j$xPxUfkOB<;N<jX_EGq!(4oZp05~a8
zHeMj3K7YNY;;2>qvcvaIEnjqWp1sdV;2sA@=fegk-^<o?d=0RVO+P<MrarSvv~LP$
zv=Q~)PIMg~GWWk{U*9lLP}ftC&8V?^CBj#|h)Y*JT{`f#;SI4O)H~Pxb}RpVak(^W
zMfaY81eb>4VdY1hF00C4dh2457gwk?4PUGWJ9jta?RmD3jCIt?kyWesPm~Bz)){=-
zLfnd!n>E*N41rir+D`{+p9?-vyDI<Ipq<thoy(0-$A~R%KZSS@ik_!bs#m4{)1z}2
zRQuleY&r<94XmzxrqNdUjMk>G_nuT+^C!2`P{KghmwZoY-sRbnHkpScMx0yZ!uI`a
z(kPV$s7vOr`{d`C77k|~I9!>mYMx>4F-w@D7CzUb<7EQ#n{R*3iSbjz)E9+qSA)%$
zzWS=4oBXx9`u)}5YseT490BHchUcgrAI!G-MO#q3mpMo?TZE{xlW=BsD|)fxLin_q
zq2aguinQ;Q=>JIx{l}X8E@(r<O+jq{#}|Mr1R@}blE8=%AQB948!`@}fT~616dV<r
z;0*(0hD5-F3kpQUBN#H3458*E0PKiI)QCV8pQDCirwAAc1PCD_5JI6qBoYN}1yn%6
zAb65E3IdQKGMOxnggPTr5pgDn7&Rh(4>g*>TgA;Ft^(NdFVu*EgTO4rq*c(0C>{pr
zs{}|anv68zQD!TOr~=>-rQ1ScCjg$Z<Z_rcEI&sq_$VCKmgVo~JlSlLl^9^NboF3i
zEnT@Ni+UoMHOrU7<1$&kkT`@jb~DS(%N3<(qgj%`QUh?+8EeYr@O(gQ8^HVpyNeI%
zf*F9N*#J`ZJ})NA+SC}k0rCT^U;_gz4I~I60GH@|Cb6%l<9%p4fEqqM2h86|00)0%
zfiCw(FE?LDNKErZFKHYem<euD2>f)AndS-z<s1(%YY=N<(ip6T4~uQY^z-7d9VdKY
zx7j;DY~G$d6Mr!9y~&mBq0M6JZn0T8c}ek;AYdB!kRD*Y>oe#K1`H!)7$)Okm;}h`
zWFi<5^x8oDjNEuk)}MMr+Jp`X=!*4$9ue4+09YwLfISJ+Eou)`U;;YQ!3YCi;*cP3
z6YxbpZId;47zf${Cg7-e90Asai7Q}u#mY(R;m>8cV_*nR!~jo!{2&s75D>^6nvj7Q
zC}5BNAod?JaE{jHG#Lp7#XLm@;v?XxPLYAk@zeESB8W0wkBCQWZmKPjhyt(EWaOFo
z5h<Xlr|RMGM9|bTWaR1oaCj04wCR)>VDaD?{=lkEpBs)sg=hGqQ1LVLs34o^F{lXG
zOQyx8Qo*h^Lk4K^Q)PG<4|c%mGEf<R%lx>m;F||rbce9<3S@ytj<x1+z)pd71lTDy
zu-!S3xO&kG6UY(LH=;1m_&6G!$S^Wt5D+?vPM}d~WFo<Yj6>)Kn15G6+t7r=q<ONK
zyM1}y5SD0S#GsO329;*SFvigdFo{A$=rj_EPNC9_aU`^veEnRxe&W)^!wA^1wY2CK
H49tH48RhgZ

literal 0
HcmV?d00001


From 2ba83a6a599a86aacf195391aca98bdd993c2b42 Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Thu, 7 Apr 2016 12:01:58 -0400
Subject: [PATCH 078/364] rearrange things slightly; update version in the
 usage example; update year

---
 LICENSE   |  4 ++--
 README.md | 24 ++++++++++++------------
 2 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/LICENSE b/LICENSE
index 06bdd025..4beb04ee 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 The MIT License (MIT)
 
-Copyright (c) 2014 Manuel Aristarán
+Copyright (c) 2014-2016 Manuel Aristarán
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -18,4 +18,4 @@ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
+SOFTWARE.
diff --git a/README.md b/README.md
index 3326be16..824f8772 100644
--- a/README.md
+++ b/README.md
@@ -5,24 +5,18 @@ tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?bra
 
 (This is the new version of the extraction engine; the previous code can be found at [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor).)
 
+© 2014-2016 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
+
 ## Download
 
 Download a version of the tabula-java's jar, with all dependencies included, that works on Mac, Windows and Linux from our [releases page](../../releases).
 
-## Build instructions
-
-Clone this repo and run:
-
-```
-mvn clean compile assembly:single
-```
-
-## Examples
+## Usage Examples
 
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-0.8.0-jar-with-dependencies.jar --help
+$ java -jar ./target/tabula-0.9.0-jar-with-dependencies.jar --help
 
 usage: tabula [-a <AREA>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
@@ -61,8 +55,14 @@ Tabula helps you extract tables from PDFs
 
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-0.8.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-0.9.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
-© 2014 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
+## Building from Source
+
+Clone this repo and run:
+
+```
+mvn clean compile assembly:single
+```

From 92e8d8215ef20fcf3cb660526407414aa5594c09 Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Thu, 7 Apr 2016 19:09:34 -0400
Subject: [PATCH 079/364] try to fix travis breakage per
 http://stackoverflow.com/a/15258166

---
 .travis.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 2a5ffc72..b2e1366a 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,5 +1,6 @@
 language: java
-script: mvn test
+install: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -Dgpg.skip=true -B -V
+script: mvn test -Dgpg.skip=true
 jdk:
   - oraclejdk7
   - openjdk7

From ddd249b545401dbbd60ffef3d747b2edfb46b5ab Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Fri, 8 Apr 2016 16:01:05 -0400
Subject: [PATCH 080/364] try to fix travis breakage again.

per all the things that reference travis-ci/travis-ci#3396
---
 pom.xml | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/pom.xml b/pom.xml
index e7ac6111..eeb402f4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -151,6 +151,14 @@
                 </descriptorRefs>
             </configuration>
         </plugin>
+        <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-surefire-plugin</artifactId>
+                <configuration>
+                    <!-- Travis build workaround -->
+                    <argLine>-Xms1024m -Xmx2048m</argLine>
+                </configuration>
+        </plugin>
     </plugins>
 </build>
 

From 8d77d53b8cfdc44cbb3119108e0cae60f1cca8db Mon Sep 17 00:00:00 2001
From: Babatunde Akinniyi <tundeakinniyi@gmail.com>
Date: Sun, 10 Apr 2016 19:58:48 -0700
Subject: [PATCH 081/364] A5 final draft

---
 report/report-assignment5.pdf                 | Bin 0 -> 410146 bytes
 src/test/java/technology/tabula/TestCell.java |  46 ++++++++
 .../technology/tabula/TestCellPosition.java   |  45 +++++++
 .../technology/tabula/TestCommandLineApp.java |  28 +++++
 src/test/java/technology/tabula/TestLine.java |  71 +++++++++++
 .../tabula/TestProjectionProfile.java         | 100 ++++++++++++++++
 .../tabula/TestRectangleSpatialIndex.java     |  21 ++++
 .../java/technology/tabula/TestRuling.java    | 111 ++++++++++++++++++
 .../tabula/json/spanning_cells_basic.json     |   1 +
 9 files changed, 423 insertions(+)
 create mode 100644 report/report-assignment5.pdf
 create mode 100644 src/test/java/technology/tabula/TestCell.java
 create mode 100644 src/test/java/technology/tabula/TestCellPosition.java
 create mode 100644 src/test/java/technology/tabula/TestLine.java
 create mode 100644 src/test/java/technology/tabula/TestProjectionProfile.java
 create mode 100644 src/test/java/technology/tabula/TestRectangleSpatialIndex.java
 create mode 100644 src/test/java/technology/tabula/TestRuling.java
 create mode 100644 src/test/resources/technology/tabula/json/spanning_cells_basic.json

diff --git a/report/report-assignment5.pdf b/report/report-assignment5.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c1483fd1d5f4a521eccb9acbf50458e4ba209c77
GIT binary patch
literal 410146
zcma&NV|ZoDw)h>a*hU8{w%xJav2EM7ZQFJ_=-BF59XlPXlaAl)efGX*pL_4~{_mGr
zwZ<%r8l_R|SCdR$M2wD!o&}a{@Zjd)wCpy2W^fpm703v*Gqi-|;Q=zpnAn;*n*-TC
zM2bKLF$-&F6UUFx+Q8XF#Kg$X*aXPO2kYeQXkuUk>kc}lqv5tL=IT3AM;X;BL&XY>
z?mCju@GaUVhBpE2X@6hD!#^{BWl#55?5pwjo=M?1xo)jbl~n;Jma*tDCiv`;F;QA>
zTd+?tuamw;7Widc6IGlONu)-iDvi`Md(FmKv9C~C4HI?G$y1)Gk^HaGD%lt1bL8~W
zt;V8agv2gg^2^myk?CpH1wFM4cB?V(?FqN*q=z!^L-T$`QQ2g7VSJR<iPW|$)??ir
zh9SRmo=|k?Ru2|2i2PgzzUOV&9KxyU)>E9F)Sa!-<fF<2LyOFW&rG8j&#^`&RrelJ
z%oxDtNE8kvHG6}Q4<f=PnZu*mm+bO@V2I)fCLFUya=J$=l1_&-BMTOyyqO2Cr~|GJ
zM2I9$2lY{aWJn2!qEQmJCczXuA-aNwaWG*8qRx%ckoLh?ihlgG;_h^3-%084x_spD
z#(o2Hj2w5QD2(Jb;p7^lugWc{J`sMAYrG*8lxsZvc-)+k@;=%&ZEiHMBC#G(;MRXT
zbeLuJ{^9=ePAQ{{<&cCyz;mxm{#nm;LT#h;ohP2wcBY_)$~V@7E0VV|+ic!=RX8k%
ze_^7%FD}|N6@@51@kgb;xK5fZ>ay^a5&f3jl@hy#c60`VIC*ZD`}OXQ_mxL0>lktr
z(N%_sNgUGbqZ!i3fC%5d0Spxlw#-;Xi3KIW**AZF-=&A!<tme}KN@#m)7^6S9de6P
zNT<VCE~!B>j1x&1F2{aWf*7Ml@hT9d_%P6`K>)#`kVa52{AK3)51`TBd1XAJ!IBj4
zVdPjy13ZET?NC2W;iPnVFLqmg?Ob#j$$kB-S9AD))Jp@b7{A5+F%O_@>9=}wgRX6*
zH`*j;kci1T;|x#+FjTL1PFLI%MkG}#x_fi(Oi2?QSqzu`+zG#2e#p|9e(O4ac4gz2
zRVUU7ttSp-A|i*%UYN%g3?``}xYCzIfe81-RFQ;l(mmCb$Q_2rrLR+f!>L6f%f~G2
zp{xB82f3gm9tG5xXRWRl(PT?Br%|;}(#`}M)wL!mNH+W=9ZFgQQ14BlfonqbQ5_Kt
ze1}!pMdA1n)!a!kS@<KyQy-JV#h(<*;qz#W7A#n+%a7!IKOE@qhCQ^neYAn%p3}rQ
zLLt)jOw=Zhto9g|;jro3l^w!$+074NLIn@GWr0H{VYHYBktT!)+=K==(Qd+voC-$a
zQVuZ6CSwJYltRfZoRan}_NaxFaHhDkUBp@UaImvgYq2#yOh%SCtfQvSH#Q9UtiIm<
zitIXHIdk1`J2UM<>G`&1b78+R!7%Lwd73}Kq&@XxsIaru5Twav;d^<ngjN-@c7&9%
zAQ*_nqLp&Yf>pViDVI6$GD^w^{|gv2<`L5o^}?53(h3?^wkU6HFX#JfinwXWrFNk#
zViySy1S5KV8vHB4mj!UzkgJ<HP*Y?RzIuk~X<a@pug@SHxDNh~kR(Z|_M`0MMyLt|
zkryaQ@rR???n##eh--ZcifTCfMS)$d*Y~r7;wP{-$%zeL144+XC3)q4kTFJ>i|I~6
z@`~vxLQ-34xt<}b5~O)RmOw*@eICWURm*a9VpwQ?_UW`RTYEfVTWhVuoLS78@*LCk
zzNK(wDVrb?a?8ubvRF@!*&J6-Ji(58zXl;`@<nANG$qp{h}h8sF}<Y&w;0Wbp;oVt
zkyS)QSW8(lfr+8n1E@-Aee#KkMi#QAb;M8c3^`NKO>qFlpOJ@!2B0Vi&n`a^y!trc
z)2&FdBXBv@*ksZeyH*zufvA4d>dLJX2wQWVaOFL_b)C9cvg?cyFO>$E7K#9Kv9?d?
z3PNWo6HC9upNw!t(y<|jF4O8$&dv5CLs2wFIznz;oPD2BdA9s&4z<H=SeBpbkRe~q
z^aw)n+sA_sd89M1p`KlOzD+1ZotNI<GwZ^(>p=i5I;O;T;hJU?CWQIuASwOz$P?=Q
z8!-%auCqR<B4S!{?^|$S>u+CZ_=Ax`Xa5kK4WrF~xk++y3n!#mC{L&a>cYTpNVM>?
zAL3;ENWkqCJtZuMs>)B8Y`ZaD_!qurAJL>?m^l4s&W?iYF{_o&E;UJjwHGF@*#=#s
ziZ-TZ2+O?3<X?@yyjpeX*A{=}Z`WFv;C+_Ipt?c;JZ3<thcc2+e*tMlhIHxDh1TlO
z=-F%*aF1&9XlOGVzwdba8ds)(ykLtA2YESiV@~e?=_#y>>=H+s9!vPupX};~%UBf{
z`SI0!yrT-Mk3V{lkVgh*)v0K4T|#I-Qf4xo+c5@eCW=NeDugVRF|-J*cNYB)@Sp_q
zvn`h)NksFp#BRC?0j1Jm`6HD2VHKN}^SSAe?Xn$CVC2`+sXFT7!fhcKYT|koH&D6G
zbM`zrCk<=T8eHobf;wy#)0R;6*#)JM6{hNQCb2{h{b=G&1NcOBQZaU;yKzZY+D1+U
ziGVkYdVZ)x%^?%jq*a(;lafXHYTT84GFYl6{jN_WwsU-+?y%Ry8vU@Ql+An!>b)%x
zFyP&D`K>3g=Dh`T80qJ6Kbz0q6nt8ODMz4*W{~6ea&|@0<LgKA)BWxdsHlrUFHTVC
z*p^yMuOC^{6}FSbBb!G)uY3Tat}M!_;-enf$eih3W)u-WG~lWJ)<&7&w&w3s{XnEa
z@)2)ct?!o@YZ6y=+f*rpr<0L_vS~vaOmGY;q<jzvDNxr=O;d5uSX?!^U6518O{C;x
z4wMh(b)}c%1Y_&&d1Q>{|8)i16~HNJ^}94_h_A=n8ezEoo6sFxFLW(!8=tO6D_@)4
zN-}k?msY{0aRB^Ht{SwLg3lc|enni&Ama)hb(-|BLeDOlDdHd-b;fQcM!j;lL#Sqd
zy-+uYI7{GqL1<tluL|itn-GytO~LWy>1omn2k~1blzf8JV9(21T!&D!;Z<EZvHbTR
z(_gI?at?WMcvrcdR;LZhD~lmLhW5U|i6QwHlqbjcz=bT@hM8L{f{|J=N_(MOS7fH9
zMx!n`(=L$;M^Z!6-jOy|9_Is2dsZHcD9%_$p}6_EpVj?dM7$+dANMGf<qeMH4ZS0@
z2<2-8dN_@a81llmFhKML3M6O^h!K+r^<NL5nt5i~42~MqdtcL<dy95Zlnqn2LiCad
zXXa7N?SDDBmwE`Wdq3St2Cw;_t=60C_xJCm^|E{Qzh&w0rZpAQ&sR9D?jPq%33&ok
zt<0IugKir|LP$a)@sr*HXc%n;(Duiuf3Wz}UoSdh-~)9@9^~Z9Gg3iP!Yl?`v_<*R
z2q(7^h>@v$Kc5YhsY;p7_GgewgN8+BII6!(8bDOK2F!w)Dhq`32!w0!B%{~+k%ph(
zl0o?76vBcSmG*o|qxN%>ET`qeGb1+rI;^D8Z>67>@RF1gp8lzegpBytLZKbtZGZ|T
zV<%ZEKQZ1f57oikSS3jhRhtVDzSKq}A{xKYvZ_^2gr!l>2-kH+>PWUGFjew;<!i%{
z=74=-Z+H!vF-9)J)<!<RRsn}bzPWgfdKWT=WJC_qMHWD*271}6_(-qe+gODLqn6mk
zP8f`mK=_kvfFQqk`_W*#4~IW!pnbzap2|Exg%oR&QBagEO?wh29cXGt#{(z`BU-%*
zkE0LL*LV8iS|J(8jGbxJfqJuP8SgJIwWxr@C6Qk{1q9VOy++0*jdx2&Nnq3kUDn1M
z#QAFGO0^)gWP&MJL8%=)h>9{Up(Ct6#8%XBJV%|rgV-fxJuc5LKr|{q#YydYk{BrK
zQE@r5wY0nwT{;rVq#2w^v#{E#!{C`dZ!KrhU*yjm+TSgh&|37ABdWN(B~L_D#aMz1
ztIWD!%Z(Q#)aih$(T8*wa=#r)W|Q~sl+su7bDoTTcrYb;zM@_L)vJDTrjZs-M6;lN
zQ(rS1Qq&$u9JA`SQMo1$@gl^o+qrsf`L<TuR5?)#jpd$<tbp#r1SRAuT9<!erD}g6
zi%EL`uNXjt*dip9epCph55&+2!7N6wP@jGH={3k^%&VOqz<dW*c7`}z$3>JFj}Sgo
z)vA^gaO%2NXd2DTbeN{V-EGBjOK`XLYoYFe5ht0_d{lr(6K4`_@TjP%wEdg=-B6FW
z<9*xX0O3>+qOdBl3Aoka+FrVc(BO%bX>QsmgMuV%2n6xuXWY-8Yk@q+ib(Bi;p-A#
z3P-1gs^b%&ePY5fW6bu7fGnN|q`FC7gnKRXj2Eh}h++b)s|SMthECImG!=-Wg%+^F
zr|^KHXZ$2wb8H2Qf-;=ydq@NTD)K8C0|cXhKQ=r%NUXMbtabr&fachpeGx2b<Y;xa
zP)K!O1ZJdWEdDBB-khcCq9&caAOihv2;0-cy2VuJrQvd@V~hAGo7p1UGm(s1`=$Z(
zIzZfo(FNHIL98b*po{0-0zp;RZOyg2w>-<3@Nk#?)YWwYlg>T3c$w7{ai3tsHW3$1
zZC+WaAs5lk@ZOq@{EP|_mCSe)eZJRHW-@gNR^3Kb-VWK!{g;kHsoEFA7T#n_nP@l5
zFSuz8(|o?(RCJT9R!reyN!Z(=?vs+KlZ{$Xt>mH%jWQC()@?|%EU2LKfUzqAMz<fs
zt$`D^UY*^c8#lus$Cktkj`nu}ISiMW_&F{G1>=$~1x7HU;96MG^v%wzZ?H~5JNd0W
zSSKFy_g?fcd-*}(orfGFO~K7XV^HEDYwUCE)j%N@s4B*>OmSyph3a5wQi71^Vpt}=
zjZ3$UX!8T??XS1zbXu3KZrnc#oV%NOkwkaeVec#siooHKbHf8j2_>wF2lmAn2Rp4M
z_vS$I2q@I;43S>GiGax;Q1JAE%W%V`5=m1Dm4?&llQaej<Ok+S6@akbd@?aKFu+9q
zX#i$@wYc4`3FIocZRHdNwWZ{Q(B_}a)yx+eqAgzw)uQDzsKDX<B-~Au<@*L_LY=h%
zYfxA2AGge)G^i{Ksf7-|QdoMb&8Uib3yZeU*IPaB1=VZ5jfT;|tB%B$34uszQWBKz
z0Nk`VG{a)THO~W1dw5<;s_5vl%JqEi<a~a*nLQA_pDJ;gkz3Y8!V?%~!j|k(X~)8-
z+)p>`Bm5=&<yftfz!K##+!)%T(%w@a={|SIwXm<|iw_Tb>9B-Vj-WwE8^oY0W<Na%
z3!cFcH}4ma&}%t$%-?Chc;U%~7JOrVI|(c=8WPj~q!dCf_N<SYF)Y#Y1U&$JUSbqk
zHzivCvBxypI|UQPi_0yDrUJcU9e@VSy1-*Gq2&C_Qkic6^nqK%<7!{cy%$4c+wSvK
z5~9eUpUqbDS&hU4)RB8Hyr-FP0Da2(IJQ|%jecO~#<x&@-CDO%@9nHj{cNph`+4#(
z@pkP#7X7FA7bW9xSU6=3T_tVGx`ex458TpTsM8et+HEEYN_mOTxge98cv#o=;IEUP
zL52E2wwj|h6d=vWLXrzOVOO`Dd(IC(jlQwLq9<E@kwT8KA=RjGK#YK71Pv#Jn)ko$
z8B1cFpJ5riMA)P)nnCiXKYZi`VWQcRzoH&R0YNf@Qe7ssX4W`03Z=%Y1}|J)d>49R
zHPGkyiG(4of&)2?JSRFAwvwtSPoiTQLIQzd<}s<`craK9Ck|`*<+jbW&sL_T%Bxj-
z+I|#+0@#dC;Oel=#VLa7goG3Mau*B|xN6WYagi_wYqfBBs1;d>60m8A@cy9h=NCjv
zXmbO{OnsvbMl71d*P%S6@C^f<q|%gmjfE9Ywepn(#$)i;IF)D2&E%j5*htYYE$b?s
zYKQpV&zkiZB=yeq+nyUR76mZsPoW8!K}PS!7zxv==I^q+YfNz)ri=6ds1b2^N+}z8
zd8Dx4XG2JsP>AsEA@!8vM|{`=-D}@6ru9o_j8#G*oR*a@1kR`R-iyg8PizLQqnnkK
zt5ipWPce#RU6(7u+jL>f*jt0}017hxD0(EtDFksoaY@AGVmkHhJcN`i_)%R8xs97A
zy>R<ME|B+;Wf0{_6apnS#8#980We5ie%ZVJUB?)^7<3f+lq1@u57}ebBnaa3MsbaJ
zOBf_VeRoBb;0@v5R%mb~b$^`>;q^lukt^y|j-uQsdWoIIpp#n+iSDe2V`(_F2d=|q
z1Y(HWccIb;GTO*5UPm~OY)UX0QN}A(c(-?N(lP4C<WwV9+j7INM~M*b%(7~gTWRgP
z*JOHI`cvMgUvARXMnuo+voy~|ee-__p91)+koSS3-UhgYV3T9-|6*mVblN)?rU1FM
zW*3Lz*(+ZK7=<$bq!F2Vu>P7u@^;O^er%1$Ohbna+RT$#CedDuMu(j|*uadfOjj`g
zJE%z@JCgvvOcOTeJwu8EhNDbAiQV%l>1+{d!+p>Vo@I#CE5!gWCM+;)ci?>2A1r5{
zfEaH13I*TZ5yg}m-5ySMMNzsR9DT@BchQAYe&a{iDLe75$UIaE9U4-*`Tz<^P+zb-
z;}U^>q)R-96w8Qq0h*V3z4ic1XJ9avi`pH1!emqcN=x8oiADf><TW`R8_F^bsik`v
z%2W`pg!1?4pX%QNSgVhp?|65g78r3g1lb$xxFg>*-4hTsCaqLH=dg295z8&)I;d~;
z4(CUge=8?^zWjBU{t5557!f#BzOccpf!Uyrt%U6|B&Jhx2gW^#jZ|MnX5k2^&milG
z3utbKiu2on$*n{)Z?|YkrEfBCl{q3F)NPpsnLE^VQ*Mhm^$3FHx1lJx2k;uOel-Jo
zF6<>=xBe7UJRQLwg7b1*k&>*dg_w+A%P^1Gh?DmVGS~+}J@F)H32>)_oF~lnVFyr{
zYl24)b2nV0I<qzcVO8i71H5)rMG7I_vV<Zgdpfo{alDb9T<;*}(N~;bZ5w_O^cVS<
zrkA0V%Th+zEYa<4Ytq%6%SharKM=3a`E$rKE$AT^D&#0Jiq`_A8EL|$t;<ryD|ERc
z7_cusxmilFTcLv<^FofoPe!y^1Yki}d49FA?89e6!mSlQRLWMOiNw8|=`9^TX03lU
zrJtgfbIsuzepirCtmiEV4?RB}u}|J&e6IR>9v~Jeu`e<kLgd=d9XIP9I;v&i+Uef4
znIF-DUW_9b=!9oD6rjFcD(N&+<p!wDnd<1Io1&0+lv8!K@2_>q_vw9!2Nb5_I^D=y
zLfGInCGNe_d9h$s=n}!mFnQ_xTw`nsm1b(y2SK2DVt0vZQ_hVY|9)>%jMf5w2cK^s
z3XXfxXn;@kf+Q8acc?TQc+R%S?OYlXEg@<LDM9ByyzHKJb_0#~M9dU=S7w|(szMB&
zb_E{%z0ArTN<?Y*S2Wl%h<YLBv~I4KRu%e^GEN3~p#X?-vG@FQNqjt{s8E1M>jV>P
zDEJEUslZ^a5<_ngu6jZlr<nNwOZ9y)#@P#4!=MHRfA`D$*QK_`Qv;Fb63GFS&CM+r
zhCFxq@A_Q!<pfJ?@c_dg7MTE?!`JytT1((Jt;-j{BvlS(s23vO>rY$xk=$V<h941d
zo@Ba|0=ROWT19Wb(m>tZciW!KO|}gCp1I$>0y~p-viR0Uh+!Di*;?digUd9j^O$x)
zcw7+7044e0iu%o1^$Q}9reB^xp8T+suliRyKZ(D_a0wh+0F5U+@Op)^GL(dA(NkHA
z2=?u3n|C;yabRb{@Jd_S7@Yz>by-y?ef_D)=*Mhvpzou*cPvL4+GyeL4QF@S*9@!E
zoujum{|gUXfYrE4w*wLe0Os0%21{@)GgWWKITiGPAaJ!0d!yI{CQLg#)SMKh*kuTl
z%jv~P=kAVvV}3^%x18+9#k?z(i!#8JuTCi<!yp*1knP`gcN&9@Rd$_g5puN9P+M>H
z7!7h6v`ey?4`zCYO_%vK%3_6;dqW?V0<U!%HAp&JYQZZ!)FbY)`+aAEA@}{UiqP+A
z_fc-^{dd|&>?W$`<*|sLazUJV8;{Iuuqqxk>#mzC-j7Tl&4CglX?9^9$`#<kmZ;#d
zt`l1dPd*=4RIU$$J_6<Fh>m0LkLzi4=>{g6a@Xq~LHU}1B#PIujkn~DbU}cRZ_Y=0
zZTRUW3y4_HNSYO=`|=_Vr?4!f&!V_ov0tYdt@-R=s8N^iOC9<PlA%bgpAJAkcH#!w
z;krS0D9tL*vFU(l+-bhqdlej5axvly#zv2^tCHkgPKSNNCex3vc`z>)K%yup;sPc!
zjfbOs9MQ{z8ET{r7sOpQqX180Ytg)OEF%``v&Tvm%#kc@DM0{!Grus&w3+L4ti-5{
z1X|t@fa}Fb>FH4j#fEL2eHY>byJ0`+TW?B(IBtxd#jdQ11WD;>RA~<MS@N&70*Rzd
zsf?z@gN}Nruf)j4pQm9o^T^02Fs<}~z=vC~G6rx~H)8)}y<(gvH^YSIX)@fXx^&t(
zxMM&rfZ^K~7nd0t><lndrFDPe!y-WSz9o0j!w%9UeNECVLi-}TN?Q0?HckWaT>!O9
zA=tPNYN6sbF=4J~Oc4X}uziQMtQ)h7OJe}3zJ@>)=t@FTr)`f`E2c2;Tlm^Ex2zEM
zLNFtnqbvFqzaTmzB6#!74XiEg=)6!*sk*!|YK$1ROS7kM%}_4jqJW|6E-DS%gBw&s
zLF?)_h9cE<s3epr_H^JloKO)i>Bx7I`womC%kb@RYIv-(R-dM=yVu8e5Y5KtAFw92
z#(zPVkJulq<_|#gN65~`$o|LMKjO^);5f=2_9j3Ec>}XQpN=NB&OnxbF&#w{Cp#BM
zBNHbe`@aOjcDBwR@11~uaG($9BWq%8VIXAZ4%A}&5U?{b139>ubzncZ&tLWYk?(I_
zB=2Zvq-5d@)cUAQL=4EFY~t<=)B!RG+gaN=D%l$tnE?O5O2SS|K#o6)=i~dpNgp--
zDOOfy0&@N#hGkGz<^VGNrGc_CCy?nc1f{IZ4CMMV=SLD&AQRKyadsfnzgqNB;=grc
z`loV#!7QeK)y(ka!vqY1e-JI(51a*L5HWGJFfvgT7y5sLuAEdiWu;Zju<0(2t{GHf
zAlV(RCk$|oTLJ^15FzO=4;C6s?kWNyhK@p|YOLG~Djr5`B#I6f6lk~%bAv2D+@~NS
zdaw~~1#?-$cDtGRI-;?)dh~U9)$Gz|xdTN0B@oc>tPbkWTA+@8aoVSiiZ(I$0EUeW
zil`3SyJKn!5dSR#w(!!$n~_m2G2C>2LGN$exklR~Pwuqz?w3H!AxsJh0xP=6&f`mt
zbpV#E)HH;{{0<nuOQB*8Wn#uGfGMmd-W#m5zArnZ=^RT>Bi}E;)%cF{jWsvAQ+_j(
zY^Nw1P@tVowry7A4Q0}$ESU*%@IW~~|2ta-gb_VMZ}Nz|z&e6i6dmUx;sy)^I(d-m
zn<HY>BbRwDh<mBoek345(y$a|Io;ymc+~Xix=HELkclRFKz1kGU1s{O89tT~%fHSp
zRTPv=!zRN#;k*X#{9I${(EPDyb&J4P>6LfX^I7GZ{A@Z`FgjOb%lfREp$ik_o>Vgn
zzo|P#1*F*qQs7{xTJ91EasvU<yqSGV5NfTPIJgT>0T*?4X6*!;XGKqQ%<-HTXgA&y
z%Jq;jaq+CmU5dpYKq863Vj_A_T2?A8GC2v4m^N+v`hfht*UM!wH8wz-o!5(X9dfLq
zaGVSi9AVxW!V{n#Pj3tx?6<h%hs{m_h2xuJg>LSm2jUaLCEq3qHEPETB1{5KYRm5l
z=5wlr%mh2y{mr~4q0T9e+4Jq_i4aaZ(soBikXY&P9zM?4k*tswr)VqKx(^IB9?Cf%
zmNkH$5sX$J0neYs9()rB66`O544w*3F9BvD0B98CTLFO;WLg1r4YITcSqSi)0elH$
zw};dQsP!V)!@>KD3&4i<Ni%|O23SA`ULj)?3RcEr79(W{Eg^r>g!T{?l;=bT9}<p;
zM@|%YoFOmArVgqs5SHh?BXP#<fYu3m%7>Z(vO>Os`UIn-gUuTttbnxouhw(pL5ufK
zY>T*KWJ6)~uI)&*Ve%n<?Z?{rbOk~iqSv1UEieiVJ}agU{pngnC|;cu6otqtfw&l~
zLNqfTvG`Maj6{ONJ~(7pfk8Sp<}l7)m`3!Dp{l`>p%mj{x>35S4AvpLDKbmIV_=El
zVneAqMK!-G3_D6z4Beorew@BmeOd$fioqE-9^yzZ&Muz4ZyUBYvn^XK;49K{bf^F6
z0KyLWwfi^fP4vq^q&}xBLvNyPSU)^Jf~`2h;U0>37)^jxAQDk3kkpz~85tM)2>LY`
zrJq$Hpj^(GI274qP}`8IA$CRZn<O6jmn3w_P*N;KQmTyR0A)!_VjXf`@-CvJvCqch
zj@TLkx^lIoc|bifq(pxCWJ+>$IVn6*q17*3QtbjB0v^I8iU{Sl3+k2W9XXnET_QeG
zJ`CbXENQoCdt)_8RS8xpr)gefa>>hSZfSb-c@%m?eo}9xFKu87eFA+-0Y&wy1!6nR
z{k$QPqM3y$hT(>ph7pEAyKF-WWZx1462GF#RS5j7pCc<F!WEh?@tA9CmTmt0!{i4e
zzBotm^L*0Jp*zCkt~(eLG83%>$^*Ou+=HfZMaX_e{ogE#I3>|Z(Vfw8x2%Wl(|glv
z>~$8p@876W9;t1qy;F!&OjAHp;woiS>=w}%b1H2r<rWw%$t?{mS1q3x>8oO<%ck9O
zr*rgJ-}hg_PU<@%Jlmcue+``Qo+ROB;&$WW;Hu!Ju@1B0WZGtqWgcW6v5qvGYr?ev
zG!Hb7T67sxGA<^SP05;~xC&}&&&%j$`HDBHcx#Nxo7ByUzBGMD(@CV);t>3*{Z+|L
zNKTqTok6co;j(~FA+IK{xJSH4%Wu4Q2KYliN-(Rhydbim#~|0BXvc`8GNEdgx=6E#
zdzjOx)gkhlZ%>Q7J|aglQ8H#sR%vBnQ(3=bx_KJj>d>5=wTi8Cq_BQnL!(-3DW7YA
zXVkmMBkPd{jyFm@DhG1|Q;+tXR*CMEmQaIA147-V`K117;KyL5m5!0mNT}tWQPcO*
zjl-6j3c4-Vo^v1WOr81-%+4>J)Axw?#Lwi<Oi;XG?qOYs4=c{Dl%2soizuhZJ8j>u
zqxYaFyeJyxCCj#QG`>@PNBCX@2ak1ywLpjMIP0*}hUb_-Z%iMp=WbuHpt6>-r+NA`
zDZ3nV<T_|GxUs^!`r7tPgCvcVARaZ6T$Xf%I}N8Bo>r%ppjP)a@xk!Y^0JKYGhYN>
z3?EvzYj>3o!*7FEuvgcojoam`qo?I(IRGc18s-?b7$62vh2n!_hCzjJ0Sxqk_H_ml
zGR*0bYA;}d3B3rrhVa0!!Ruf=IbqY&vR0Fyd9<mx`?|XU=nO?gga<n%;zs92#iL>{
zr7_*a#>9t27sX{oy+qSQrPI`DHJbLtqBWy|rM#GgpD?^gT^%bP<~F3m_Re-;_b%vJ
zv{ReTemJ%qR7_0Q#_RQII8YOOBE;W9evd%wuQ-sYz0+%VI{+*vb%s4B9u3nR#a!$B
zHhD<^qy;wy&x)iC>O>ex)=FYX?t#e(wrsmJ>fHqFS0u+L7g4cP%vMZU1ULU~o);oB
zh^(j4Vd16dVi;g8VifKew^+PTK`RuPO^~5<(lG5zkA0K*B@s=UMHZw1*JRnaX(n!x
zH?A;=a(K6&xo<mxKXyCz?8|1#=H_D7?fMq_(#LjTg;*1^RI9z#{>4qFuVd#|_i3CB
z&_-hQYC>!x#^lqMZRF;HLcT(Mx4wDP<>9bUyO6?87u|O)MC&1I4D0g^)215BwKQVg
z*<XeeyOFzcWb28iTN*xUj~kQs!RK8i_a)D6+pf@V>l;5iZq+jkHFQ^JYPWT24km93
zZ@zY_opq}kXgTO3S;QH~H8Yntc1hJ)iZ7O(6rTj(#$_IMop^mc&-pR3w%oI2<2Mf)
z13m=BM}Us^&2RKU-l|5>X2@WDr+Q%ewD6>($IMU9Pvl(UI$>HoM7(6AKh9;5dtsTQ
zoFkdNKPGXwVb5X2?sfZ@uoqg@PkEN2_TK<bBChM*k>7-ux$r!z9+5tkKPg`G?ptRx
zBQ*<_)|Vn$i`gx_WW2V1`p@U!f5)fe&wBU1i@wjuY#KL{o=*6Vk)6er=jMAOG#qjr
z6@eA@S<RWRqj`TWr?$R!b0Q$EPWQUqv0|<3`9&qI%B+@4hubH|r|UfQHD-yRGdET5
z%-7;)%cV`%Py43V)V-S6ZU~>FC!J@8&HE0YgV^_+PvB9IPZ#vvUhlf=ygz+5UuU5z
zkaYPcJvm>^UyaW83MpXasB<g%YhD+BFPm0$-JRtx>rXd@o5h8;2{XK>Jl4q#KulLm
z(}*>Toru?nPe(sSZ+JG`4P8w{r_Jw$^iaLEKBUZ6<@vfjcbOTE4PIHzo@Ve%ZI*X)
zJuTha92p<)&%0S%mX<|sR(12=2fP+M8{Lg0{5+HUEtirP!|&z|^K#=(Zex15^$>jf
z{6AgxKi$wj{qzr?`fp$Q57+b$*@youDJ(2x;ACP9{L_b31nT^qhUpLg_iu;$FQ1nA
z58wR%a6_w0OUrF-80F)J){1&VT=qcV3Y@K-${Am?#a^j`obC&lLVQFz2U;=u>(o8c
zudE?@5TRbjpX|JRt<e}<+}z7{rcin-a%XUR8lxCW7L+RJl9**M(k7@k!RONVaBKCC
zotaIdQ*Ccb4C>U!pQxsV$yRUy?$~Al9=aK3sbUV;Fs+S*U*n|jdxKF8f_-Qs)GHaA
zru!mS&7Sd}J)UJ)z1@*$FBK@$U!%~x3!sLGpM>9;C?e+=&7#<z-%^L3-0nxtKc{bP
zCW6=!uDIybRH-zWb-uc)T_CAwG@XNcP1yRG_;o<&9dW`vDYj_OPNRI6Xp_th93pU1
zz!udQx5WzBeL_AQInNA`HCgd?`E`EEp|<7Yhw+`)0}c|Gf8divNST9g|60U$U?>Sq
z8=SGTp~p5!{kP~*iE_?puIbW8eILHS(}COCm*1(pbX7x%bdd-&Q5~ARO`VB!t*1H-
z4411)F6xbjx08cjs%H;FO$@ifM2PF;V;-YBY}9gNKA9saJ}<(Ul|0i;D^IdBde>~v
zOC~il$7Ws7!&7`?CfIW6ysJrzx;`svS#s814_57*-w?cOe99%$2puy*aN^Jh!Eyr~
z)Xr{MpM7Yvl1!>Z*uA624&RMd@ltD;ceai6SJ%4gG7yWNag=r(2uh)kx`&zXDyK+@
z$<|NmO?u*fj!F=jm8`EhUrclmi@*EON)Q*omK{Q3-lgU7zZ{Q^ho5NgD3o#~+T?nk
z(6{9ht?@IbD?Y9jYBz+P`|9AGTzyyu<kJ^~Q_+(WPVC$DW1Gpv=m;~xBp)9Pc4D##
zX~skmXfTOj-BbZ>MK0`yYk3yb<7j?N^-qQouulAjHUc^1nBoTBL=8!2^YwrU8C2tZ
zbr4NbT8muJj>)EEeA^;BK!i@gi<4MR4z>voVrle-8Dz;zBP}92MkU+!f)URB0yjE9
zE`lX8G}M(5Y~g8jXP}hS*i}9CchtH{Q(2--YnUZyPngD<?DD~3Z*C-R9vI814MMEc
z%e-i10XEAOP`F@-5_AMOe3(&hbqlYJAhFh~7tRES+PV92!x6j$<Tb{)U+_h}I<f;2
zRR{Bdvrsyc2|eg)A%TxVj4mqd<m-Tgo~xjKIewog_ECh%Dv1YoI(l|Gda5Ln;o`99
z7h?ldD)m^*GN|?r9z3_$fnnh29vtHH^$$V1fW(k*+sy)X6cukF%*-g`v|Zc1VT~(W
zc6sdc+EP^gGM#yK$U0`J`va&DWnZQ24_!ReZ7)ybH~LFZ=<bIshhno}Yk#Qf=}}_c
zTXKiMQcF1rq)DoM230ugxb{KDL%Lv!58d@Y-UOT)xlnG*7DpgJj|=pIefyzqkY_PH
zZ*HhYA4yJ0JmRzl%tYpVYBq?<Rj0an7##P26`<^^WSBa4SQOV1PCAeZVV>Gn>;^=s
zoWncA0BI=TZpp%*>KwB<Cs3|oh<?vmDP}@;P3$%phgjgSt`4b-nzez$Ovr=~OZi9N
z`4R|PY4nlYM;+YW5uwj1%Onh^nQk>f!c#X#G%BkHxHJB4rkyoxJ6)a=W|5C?+}{mU
zVo1e+uX6cO3dNFG-!cHOXWGZC{8j^=am2ao(J8%Bt<yd@w5ttr?J?R<er5??01Q-E
z17#G+8+f~@)yBk!#)*XeC7LeTyqn28BG3<P<W(KT9XceiK|BWSiv8s}KoFZXRPe+0
z1c&D2=Z115eUy~a`-Ufq-DrnYKrC~{Z!|AzloQa|&yaeR>FDGzt5U2t%r*Ql08>H-
z|8G#EGbe*!9WhuHSkYyx!R61g{VvxT9c0DdE$sG>y~r0X!zsoP!I}o}xpFkgu#mY4
zDpg$EO(z^f#7xbgV`TyUa+o9Q_Gbo1R?IDO2asaj{^ted>o%vQX!$l>FhMic0io-z
zA(S3sW12Bm<Ra+(*fEMzX#UAIIVgvwOmy0nh6~nn;zMgXUWttY6b()~Y8c=E2)2Xc
z=2IUY(iNqV@TpUhq$wo_>|=1NtmPJBJj{(@Ul|rStkrMhJ6{N*-xP&9!yKLDPD%=+
zBFn{k!XJlTc|C$#!^D(x7?AdYL@X5)`%-^xqP;EE{eq?TEstHNy*EEnbnYzkgC_M2
zR3JKbS&IoraRkjSJ40635DOe&2@LZP+Y||FPclYcONkPJS;&fL*n@w;>slHXzk{LF
z9SE4IDpi`(Ac&n;5FG?8%vMMJvL%RI>kKCv+hZQh!bIP)6GCL8fsO?a`Hfc1-nkdR
zi&;g&c*m+KG{LUK^H8S6FfQ9r*V+<f9xERYzT=*^IYjhXrvjw+7kQ{e8y|7~HU+V)
z&PL6+E|x8&hD`-kh^bx+cX|w0FU9+3O_I%!ITRa4cdS6Y;aR1~ER2)SY&7=G(H&Yj
zVJ<XS9@v#UWIWbyN9P^Jl((0WLuMP;o|NTucOuX#dT$GNpizU)X5pSR5Ce;ZVB?2v
z-9ZIKUCnE1aUo6J!kLzc;ya>Pj^_sFEWMQe+Frj|^Qo2UeiIU`fh-POPP;|P5N)u2
z!|Y%d){Ca^om5GuucVSndm!o*+$RrKuO3wyt}@IpZc7OUEAznipIy9-ZUhV>>_>gL
zhD49Txu5OjMl3&<e3?NuC4~lKjbkKxm4E;+`^hDrkCPQD_g;^JABn;o?&SS2ECq)V
zcTJ6lzj)*sdz%o2hmavQ^fUZQxans<BV2$dSxjbk_;wCV?YCvnpF#<8kEEG{f0)?x
z=B<vDi?ydGW{oFvjN=f5a-*CQ&d9IZmz^9$W(C95BVi40eW)ycV-cEmf<Y?gR(*o_
zwaXgLT!`p9w}+J-3Xn<4sfLlo;SEZVuslmQo77J?%Qrf1xrLbYm>Cxh$6m|-EcjqC
zh_yZUS~$|WPkVM^Qe~QJxW5~suHrB}MISp#H<=P3OvM9g`=V*+tM&;Q%HJ!Q6T1W;
z5k!nARsdNJwydisY@M!;CSOophE^>g8Ue6UrR-y;k*NrlT3*7wqU+ox#QrJG`mo2@
z)wSwj*6@`?9Y{-_5RC2}aWS#s>UX@lhz#KXYbpVAB<X1$F)(i&%H`kmqG5O$>t(rj
zyw2`pOH{EF$Bk{*VUtUH(JC-to(hJs#Of0~j1ZYC*u^$4y#~&Fzu!e{tAoNKzt1Wo
z)8^JQ42wTFI?ik>w=X!U5ZjU(fsO=+;!L;p!}2Q_bj0VbrXzvXl&CWta~v!Wl0F;x
z#1hH$Z?>0cQJs60`a`x~D={G~`nFTYz(lw2nN`wjl{|&Rz%{fgEoVetBNwjfw+v_K
zGhtZQs}RT?Vr3_6zaPj5g+M8`2p39>##loKfJGLQD$vx}Lh!!wIY%<-nX0~!Mb^w@
zTnB!6P5QWM!8T?rMX*r>=Uq*)H5vEjjWqxQo@bDX(l1E38hK@_XN@_5s`DjbqCF6N
zbqkv@`kn&zlry8~U=!zwacS2*MrKKd+Gl8Oe3TE|<ajASaz4ILhlnb(uP#+8T2&l9
ziLbi46XTip8UNK=;Rdp^mr8dmt8`a0%BdW@Y}gvTf0%S9V2^d#W#R;_*w4JATX;h>
z2S=UjS7a&2f?-U`#ti2dZg7}(E>qx9hLqjrdhq-2@6p1;w`#X%i&L~^2qV%siLKH4
zpXVv?l9_qEa1M(&g(8L1Z%RY5i2MD%zy;%jEE$B$uO6>d>&MR2N+b&k0BoG2gIo_#
z^~4^)>3-ezHRu=XrGis-hemqUd>yWl7^*r?ngIDBve<zK#RbMPSs%Mi=D5LMPXn+!
zg9WDKa<p#27VESh_fmd7L$<dvy5L$v`Sg6>0#~@L?m)mIspYW`8fF(BzK5CPmDKpf
zEV|nKTf#bW2uJKEvAWffQ*IzU{AB)faD&<%pfxY*D9&zn!MB1KZ4aGu#sZz4YL~IV
z-BeXS>0GK1P1q`lI^K0iPjm$qW8k>=1bDIDnh#Tx{quK!053$!Ja5PMyIt(S9qd|3
z5)d&xO~j44QIlfEi+$+{%4JrPc<neOq{YHQts%5H<Ej%DS&?7jsG$Z?&Y=nD<_#2Q
zON7HlwKy}v-n=pG^Mw@9<4(<@Po3Gu_W@E~yOu@4vQ5Cksi-HRw&JF^1+2L^N>}B;
z{Z${`I-tnYC&FmJQlU8IcUf5twJbhf+xFQle_uAqI043!mh!2`(<HdEK9J~M3RFO3
z?5_qayeH0{(}$e9<IfL-no*NGFI>1ZHO}8{W~0a$B2aqFtKHG&bADXhBTz!lR`0o*
zQ-uR#4#yPXe>2k<)4D=jVLSQMbOF^@G5oyxR0Znx(DK3OFVawvOaup9O@Rrf;-xhb
z$GD$aK6$7sOoxRQVzteWV|a8O{s_VrLtu**gUv8i00S?G4wZgNbh!%8U=ksZhV(=m
zkfAsn#5)5O5@AK(lbs#Pt*vCVIhTbe!J)j#g&}BZbhgg7XQ8t9+wSQrRZny89Exe|
zEDwjnv9<G>7V(}xdh&I>y~Zuq+${cmIejzr(iyj`M!2P$Fge1+J_1L8A}M)k3UZjS
zA>-TrYO0w6<_4MoDMH{J1ODTo#8<-fw(2(&TVBso5<RMYc275qo#{=ACr4Mw7ade1
ztSN=)>1?h@6m2<~sg=1IBC<`)NPx%p1I_l=!;xh>Mzos&Z}Pg$(TCg331)^cQU{B~
zB0IkbzAs3iE#HE}h#{4WOoK$uV<(6r+uRrB1_n$+h--BOj~CT+@3jJ&X|P1sp)af%
z`ZRetiC$E2{ccI%e^Vn|kFTG_-THMut;s%}NR{5MO5-EkR`D6Zum0lT6J%l-7hNOs
zyp~E0PhvcZ59DC-5nfGRc~H5w(5nVrrAl=^ako%OhgCpn-koshTIXvw9VpMsNXmFZ
zb+#9OWpcJf^)p0YwZ=R_Avk=+&LK3okVY2yDazd$_zA7kP`6Du$OxlZu;HsaiY7WX
zP+}Bwx^T!+5Qngm8*jX;%AJ(&r(!kHc|sw6`(U;lQ^Kt1+<P!~akO;$`;%|62R>Bx
z&|T`dNp=h+0rDp%&>g5(lv=P^9+Kb3X3eU<v}Wj5qB=3+W}JlfnN@%4>@1A~G_BeS
zK+{mCK6MN+(QMCGJA1cmS$gQ5sL?T5_+J@d{<N`m_e?LpZ&~O`dlqfy#+zl>R9n#@
zyDQDKEnv$#`^_XW^P2JQF}3<k*R}paSYxyz{6Ek0e;&dAIF_?;F|qyES^W>3_4ir*
z{{rEd{{mY7MdAKD?f(PA!Ttw^`v>a!Gw0t`{jVI3LDJ>}0Dj=DKSSZaLdpL>KKFt7
z{x?4N0rvg_zWr}}?vI@6a)y>BM*o6)k~U1R%zrRR#Sf+bsrNrQ<==m2`~@ffWwF0Y
zVNh~0bp8`${@DN^gPMi$$H!?L%v?YQ2@?x5b7vs)M=vl)egI5Id%HhAQiFANbooGg
z|G<yTe?i4R5`ADt26>YY_-XI#VqgtqP?9xpvH~*yg&Kt{oSi=23ftM(+u44kh2{Kz
zgTXT&D0k(dr?<^_mCMT?$i-AEUAkuwaQXhQumzN9<m%9Y=oN+N37bUz0+e&bA)7)-
zl0al3Az0FYyIgDbkOf(Wtc{l~E+^M}YZE2^Gt)z^>5FU&v+rJqlMmlHoDP%5aHF_;
zOkYIW$VPA{5N@CMq3r>jV0fUhAmaWcy(ruN_n-Q~0#R7}wr@fshtqxwFOP`*m*R4K
z6a-Uw&sSqdeAeW6gYRcha(rPyfW*DWxM1+NxLj}5-#!;brg!eDYT@d*uznXsnA0x3
z7A%8&NJw<W;4f{gFeqSI35D{Ul0aq2Xv=$VC_GsU`lsi!FjnLqIi7a|w3qHH1vESf
zu{bPJg5P9Nb5UhKlBY-;uI80?JsL=O7d?UnR5P(@Oy9#p(59m}Kg0Iq*gpl^hX*h?
zdkT56`hYg%NJwdpM&Y9@?t5e>+FLN6V4)^mjf~Nq&duDh!rh*J(IeF;-kH*UQRneN
zQA@)sW=>3Il`4mklq(AEHKkpR%E_Fi#GIHr)k7y^HDE)5El4AGLF*^PLS+@*7@hsu
zfW^)GmUsmhw{LzkH*$wgP_YG!A5uh;wO~fZL3taT$m4mt8IgUvg^3*@6Hik6EG;+n
zNccQW5!dy?WOxn7e?23lOB^z<lo?8zPvzhiC_YIRoP=zH8Qc_9VoY?EZ+jLWs&$_=
z*$-ABuE|LkL#7|nlst!=icLVOub}EFW6Ffc3hl9*LO+N6`)9=hiENO)tJLeAGVYgC
z2D*T!5+X>BA=DZBY$-UVHh^J_usIN6gn?JRftDA+pn=w8Uaf=u)lTik>LS14cL|j2
zG+0S{vxRwzdBB~JX9%1}R?9qQ`4pLIP;O&Yz4{(9=1}9eIgFvkAl3BT$P_Ha#CSFS
zp*mLi%ydy0st~aEXAKt5=I3f0UiDF$JoW(t<S%k1JG7uY)s%-8535OazOh1A6NsAR
z2x($$el1zp;b%e(tZ=eH>X{$`lk>YR7vUuelfr1t?p@rnVn!KxsS!&1B?=3|bzuCw
z>hwl&4pONhx|t>hJ7+?WM6}r+nmuzillzb2U)m^2D5cu={yC)W?NHP^JgXEdCa0#l
ze4bs&-Tq_fU(kVhcz8VA2fkSThuj(3*nZ@nlVkghD1I3KpHn8_In2NRoAmWVTowm+
zt6W@L+~%+#&#fuRj5nf=jF6C!ynK9E*a%EtUyu^uL^1sVVhFPOUW0Yl{qnuNc>omY
z3yL`(RNT(Lwe3|!kw}@4C4d=;9roVf-kXob;pLw=JMsr7$R<WsAaAPg9UYaBlarf4
zA|%Wc__JW*NHUh6Tu!Hh<!G;vd7kH9bq}G>E`xuR9!{C0;ST(V%B@iXjZ|sdUMW}c
z44tOF=kbp{x*4y}@!+|2_{b6~;g>2(j}q!KGVqjPU%x)YeB!9p>p?Vu#^d1>1s2Bl
zYU{pJ>dD92@oqgb)!$zEf5$InANf~Bq>O24VNU;ESM;NxNi!U0o6Lkj6CYjbJf@p<
zUxl(J`Sf=Ep~|2|&{5OJ#rt3C9)&@{b_FHF@2~>Gg}|IV)U<PvAfOM3Vtw<zU2lMM
zZWmYs6eRTN8IX?tVI@oy3DyHcPd~{+lecB7ML3(%7K`?qM|RHbJ}NMj5J2fo0;8Lo
zo6Ly34|GmWL60&=AmxXG4<klhqu*o%%x2;Y)c8GK*P!fsg;$~fY#71!fA_UN9Wk=q
z_>k`%y9QyPWCov}JgN{3j6xi+J`em)y|s08`gqHk0l6T3lENQm+4S}LVc-BwZjujA
z#A94;?=9_2Vq7|0M}nF@F)_gP@3ppG6tHW!7mZ|99_~PoYlwisl(vjZZTLT$7tVfA
zh}WT&n=c6V(IM$sSy=}#xF0QW`<;-RN@4y-PyBa<O~ylB`C{m_$WDbv8y6XhCsY%9
zmHAM`de&O%tubIG4|E(2S`SRB{ug8RiV+UezXY0zY~>#E9g3o(VjmR}6%-U4P3Lhu
zFfsgLpH1mLEHS)us|zDt5u$+hZ#>!m*g3RBfa}qn?Otx~c?2^t@fo;dm}bzV3Yhqq
z6^59@?oliN;&H>JtDtT#alD`48_*dQ3Dypw0wNmUCyf4S94<irWM|gV^j7wpR<STg
zwc*gerbrllsI9r{#X48DVMtKeiKH{t<TE{>o#E#9z_mTne<l0xGpWtx7L)%!HoA2N
zK)quS_kV1B4{!m<7yp@x9}w97pG(L)GH0Pn*nbmFqm&=UlITN#ed4ecsl01;_WiGY
zHQyJdUI_M@6feN?i|ENi*ItRkUsFTaUs@y9pAFicx?dOP;;*S6@Fd!c%QQIuksqUC
z>mfF6_^-hT4@z&$1-1n2t$_A2X$$+y<|kO7R)ffL11Q_d#lBnIy10MMa7I8|`~kFj
z5J(yES;`K<U(GDn1IR=c1O^6%hll(7gXmqHp@Z^h^XwM(6DJ|`a>gqqJo#L@Tl~HF
zAv0orMwavS^<CA_P*G7CZr~Z@L+%}znw%UAYE6v!A9}0ThlYg-OW=gvB0md*AmPTX
zWj^ozcfF#Akd+^_2@T<+bV8Mtl>v~Dnod^Pk@ae!UVoYX!(xn>!s>Vic%#B+7@#zS
z9A(76o;R=O{_YwgeOiN>WZ7YyQ`EvrN;;~V^4i+*iE(-|Y30hus0lU~s)VB!#E*<_
zbmbD7jxrMV(6LwL=3E@QA9ng{?O=h%o}i&IPSVUsQBhW~lPMtPKX`e(#j+i%s)XH<
zq>@*uy6NKGQ!aLF=}0XlrXl${cLHlk4a?F9SM$X-Is+k0{km;zV=+3CvfpjeDOpm7
z1?oWpf~0r--*trgHz2nNu~!)J@FWUgpNvr@z0i|UTNvQR^g=6-=Ua^>M=l&{S_)af
z*1Um~S2B)GvGkqn|8ibKD8i;8;HWT1C=Vw#Rk&QrCqim*T5;Z9fSA68dZ;F3Ia`)?
zu&7>iK>Du*9UE-;=ITph1vT3`Rv-aAPYaNrYu~hSl=$X=h~r?qayPm+p3_4c8nw-1
zeU!d5x`djWOJ>xWkG@Nw(vMOiCVwZF$kD|`#ZjGghZ78=qH?Jdvr;oz^p3)QxoA$J
zU1bPGkf?!aU$X)tWw%QiBc!bpuHt(c2Jy!?W{VaE1mzTCI>|eSD5~W$Wf2=ZwwSZy
zkq~T=J>0yuD1g%niRdsig|KwRpklI+x5v|MthYy`LBEyfqrGm0pONV*{4QRX;9)kK
z4$ZQ;+RQJD-A)7O7AR>C2tR)yQoX-QVI3)Pn4h(~80kIc_skEgbY<}^dG$qzyuSwV
z11+{c!)H5i@nn!Hk>aT{hiV_}JPf}u*Xk`J4cG8d1W(9u$@!h?Apx($d`jKL9W0Z-
zC>-?sIm)-+i1lf0FKM$XrHXjh_nIOXabqeO7pF)Xvy&AaCI;{e35nv*5+c7*w@@>%
zfi-q3E9qq8>>T2#RnC>uBnMnvR0I<-s-@r`9bq_Wm8b><4nl=cqKq{YCt6iVGf#Kw
zO;J@;tE!Pgc>zeVl&fGBe#HEqY>bp@3EnD~a;k%-DllZ~ZZ75d#5PGw8+~UVH$^ST
zE9HnP@#}6}f3eAFI*0Hpi2pC;{j<b^_+L6@1nkx;nl_SUmq)ganF1>V1D84QO77L9
zKeuqYKK*1-^nv7A-5;oU#`qeG{C#H9V2J$4Zqts~YA)paWp?^<oN@9Pf#2f+%Eb4O
z9PRa%>Es+JM0&zygaDn=908&<j#ub+e!cS^)4e%cS%T0lgH-yLngEvL#Vo%Tc7;9@
zroRT<x*s4Kq6Xt*yv;5LRUZRuiPr~s@vDnDr>017BVkkwU`Hd$3*@n&JbxdmDVJ>C
zwYjr=0Zq$<O%e51O%ST9l|j70qA-sxmuR`r46!hf*DfwiG(@#+?|d%Nw~5FbQ4!LC
z$Advar!Hsr_}Q2Zs7HBUSxfFwF8H1+=^Z!>BKou9!zhE_7>HiI=s2weL>2AMD9&~(
zP?nV<J{!JIGMF<Df2OA>5zWaC>OJq4Om_6<@zm0`yc^E@Ok_V>k@f#^^_Ed_Eo&Pf
z5ZobY+}#u0oyOhW9fG^NyF+k-yA#~q-3jjQK7H;z_nTSsyVt7Tt9HG$AA75Yfqh*%
zb|PvmLIfCi4#(XjzloEC(U=c!Rj;Nv3Bp-s4l(MluyY!Ne79@;_QZ4I3E7xSn`Z!4
zrau94|D#IxF@DPH@?EUTWV&L&GK9T6@bEvJ5`sN9LP<pOXuT3)UjX*5Q<d@tvi<xN
ztn8GyzgiCV_W?rn#P-h^rLb+P3LZhBwoa<D4DcfpV`JZ`W{#*re{;AwZyR$BKFvDi
zo!vj-Wgt1bJnkxs5DLFDpOy}DhNlRxYWK;aX3YG4-Qj@BBS}(*-6QU?_^TAegV)k-
zZ~O~}dooP%H{&@>Z)u_;8YR0BvmGS9mSC}`ISxL+{i(wnTtZyHEYfLvb$0j@w1W0&
zEjV{~{<AY8fq{Gb3r|+$lF-nRM`ISTiHAh2TU}h(T!246VWrBWF$pH7sr)Wo{I(fW
z_?0ENG%wp<qL-Z=a8q)%_F}~(tr&mm0~gRF>{?kyLZxd%HNxJRu|B{26h#8JPn5dI
znS2xR`i!?-uKzVvm0Dr@uAOI`iu@pjI8`#-q}<*ljmXk#GGa(Zpf)>#Oj}b5^8L&A
z%Xx;+Tu_UlFJ>N+t!xh$YEWjnT#+WMgt!z6r=&W(a{;>^5LTtK{kR2554@PH`1kLy
z7hy>SDtdniV~@}j{coP$iL-`NE?#?jA^_npCUq;JVHo>+=;ta8+X%56;%dVR6rY_~
zPgjBe`K+=)LPnWXv(}Xo(c^gShHy;fOQ77g*wIEyItbD_FyDmK*v-FNdiV>-m(c<g
zb_|!SwjBa5{TKxc=q1?&9ZAD{1eNIjq)_lDYhzCKu}f>jm{bD&cSNFkyi1Pu6-UUT
zdkVv|AuaKY{cIqa`3BO`6ac|`&M;Fm#p2K=tB0kmvAC`_ynvoEg|dAx+-H;h2c=@!
z%aw++$XMviNZ9N<4}`1e%Y(}Yo?8E^o#lPn3RM|0DG^wJ#cZ%8jmRcR;(NRC+HvC0
z;`p!DU5J^WBc*sdAs~U9`^W?DZP%&ax||Q+z9t?Ejd2L<w?f}3lrS+Vw~|)qt^0}%
z$GiC%{5i_Wu3r9=ZR?=_&IlM})P8w#okVJF8RQr+;f89zq>8TFSPb4gT(mNUfgI?8
zZixDucEB=6K4PJCAn4xlI74><V^-_A1yq~UWq|EpW+#`lH!rZm-oWJ*g`7^wV{rAM
z(ZJ5AXu@=fr@pp=aGW4$=&bdp0b1i3YG<n;32aHAYGx~NE>n{;bI^y=5ME;gq$;lW
zFDylWMg(;|oSy)Uz3CP@{7C<ZyK-A>=J@K3UmgAz>(~*Z{YXh+trt`Rb{h0t7+W7x
z6)ErpDB>KV%NzZ`bsN@c6f6jfg+oS!N9?yLhnvM9AOzt5-2W(tcXx7Y+3z2@W}Fdv
zUS0=af=-hWc{$_V!}x{=g0T&j#$xjEgsPr3@W06^bBEJ7I%sOu{|~)+#`@J(RFs<N
znsY@VY!kEj`{`&NAn{9eW*A(=BlEvf#xGF6{fj~TL&E)P`{`)tZf<Y;)Mzq|umX+P
ziGOrPiABLg5B;2wS+EW`_!#vLepAhznh6YjIJ4utI2bbZ!Z|<~wi@^s%1{i*3knK~
zhy;DI`qGj8on%1kX2Bz1Bxo3c*2goKQr`POC-!mv9{?nV7!(Q(wS$ZT0mdK{t$z{K
zUj`7Qa&m(e>&60?1zyY|3`g$&i<6A<`h+<k2LA!6ukinl(jo<mg@8}ci}pj*Pbt3b
z4&uh}U+mtkesqNz<Hrb*8FAGa@GnNaK>z>z=^jIeU%UFh1A*`*PY|ho6bPlZSO0HT
z+JgLQr)yE`d_O<dwGG8%+6F^Fzq=ko?F~5m7dZ<=i<|^NA*9f0I2_Lw-rP9!MFGK)
zWeAPhe#YuKZc+ssAp6(|!^+bH=>5NNUcL)<UK}SNLcZB%qqU@js-qnUe*UZd#DkfW
zl$5mpy*l;t`7^WH{ym&Ph|N1d)okwmF!_H>^Ho4#4Addp@tl$G_n6^~NR1)0`}1s}
zY0QCe{eEJX7IZ4a=`uYh4w6t6p}K%D7dKb2T0&g!aALk_p?g=of;%kS^3$%X)tA4e
zi%B*Fi}%%5?h6A3eSF7^?p`Q+&JS%m-wxTXoDIKy=v6;*6C2Nb8yd&G!k~VhLH4XF
zjBj5DS;t8ccJw6w2l!6#{c+%Ezt9BC0ccg%JH3B>BQXcI&qk^wm%SMi%0~jTBkGpD
z>q1wvB1dPFhA|(lH{5|>5)Zy87qK*Ds$++DCx3Q5be&bCKPi7jtsJN*=e4)rn`zwo
zFamI@3v*mG1=6G&i}V+{D^;I27Wbf>ywA4u-a5ZClD4(;Y`0;^i2b~wsi3=8Ur>8E
zYrvD)k0H!HX1NuQFXGys<*Gpgb;%L0FJOZf)XDq8F4Vv84h)zp$~5X1(bCegXM7k&
zepC%OX1t_Q7yP@Jmy2P=X6;Ax>-neD$}4T;Xh9E&=3`oo#Z-EKrsN(y>;{PyCyR>A
zJn4dEFJsIg09Of3(%I`ad=dCv%DGWd13n9Gcq$IN+%7Nr^bl<VE{A}`Z}Hcza?m5z
zzm&!<6}2S3!cf_GB7?Q&v@BI^I^xN=ynM_^fYQfVM#TE)0<Er@5|7XE;OTnzkcX$e
z8d!!}M&05uX!6hxPK0>c4lrTlHj#@SM?J8~rNLe~k*EoabmS+Z`IgY))YDd(2LK23
zK+5L|0K@9`OXEpAiNni|fs{X&<*N2P7W?M7*@^=OueLk{|9^#(E9wBR45>Hm=HZd?
z77(Hk{Oxh2u4p6hc0t5@rlHLhUfqAxaX0Chfmr33uMbA1E4dn+SY!E*^Oj7{!hTPh
zd-^4gLZL!%maaIZISF!9YNK9MGTFcgCR*eGu_BG44nauw7D`C&4LeFyAEZo3t1&RO
z7(eBY|4CBuYZN{YZ@Y+m{ru5`o8j&Mztqz(`6vwUOpOtDpemt`VBi+_{7mn(FQA|u
zEOw`+eY$zC2IVi43`KroZzPBCEV|=tlPxTic5+`0Ai;T+Y;5&LC^@Tkqu8>L6HmNG
zpMGAi(l(bz2DY(aHj)e{VE-Pg+u(*H9)|ddI6{&bt?igyqSsQ+52C++q`nh<Px&9w
zl~Yfrmr&Axr;HXA5Tw?iBC)4|#JLJZFPz;uAS+9N=%Z_qPZy+4u(GqQ{AY7}1pI&A
zd873XHZB07v4F&4gwcR_oAKJh*`fn2HTI0>LMs)W?odVK<*j2^Ju_c6xxp*kBRm=z
z1u0gxG&P?NGXWiw00)CXPHIW2NW8lsN~Q^(TydcUvg0gaRyy^&gg!$-@KuAcVn>j1
zAlFzyUmyK^zmPvq1n9wAQejzW+(&Jj7GdWDB3gcCh#Zbxy}r+qhU8CJ&N%Kp9vV+g
zws<NNpY<cIeEII#Pjm9INv^vw|8NY#u|RixCx;2GPmkQsfcggGDQDp|x%HnrG~s+-
zG#l3N<3tJ)Y%-s>1B+x@zneB^Vw^Hx^c{Q~2fw8!cDLD=Ur}m>PisjrSq9t$N`*wq
zRi^h{cN=R8f#e^2!e>k*Js&y&HEYYGx_Eq(3A}aE#-qZJN!;m(B5Q7Q`x5XTW~I(5
zfjo~0t*VU-o^ezT#!IPM$zHv=3&(=H$PO2$0ff&t7@7LNx#}GppYI)wul&9|mX(4j
zUvFP(nY6qfZU^jchKGZ*(@82F8-_H=w01GlvyT?q_F=>V8k;S!MG3}0pRjpUf6Xz9
z>{<n4c_o_s7H7y=gPxvpeIh~1VK!IUqbaLpj)6P)KilTbF8gUy$#{B%tI)w-?#;y^
zwhzS%e64A)Z48(1r}Y|?{kRf$0RmgT!oTqlk*1PAt==b8JtS*iYHoc$W+Z6s05|+F
zeDC^0*u)YbX4wR>z&T`7)2=8ddUBtmM;T=T;smpHr|%J3ukqf2Yn4vGr_sx7k2{27
z5ugWG+H9f>-=`5j!G5qzqTrfr2wJ!_obc^~j<HN@=7M58DKmdO?|Z$gat6r_oy|j}
z$;E8>F9todPLpG%X8rhw-?ZqN(0sv`VBnI22?aud5P^0<AyD)u8!s9|l_lXM<3`s3
z=gql=5=i))bt~-Uuv?B=kECw#a_HNDw!yCVJN;gP1e=z8id)$egB`Bh#KVxEh)4)<
z?H(^`p%}TmElQ(uDLJ!j%E4Z{;&oOe19L_aDB7AH-0M^SOfn`&9r(uG>bO*b`oreS
zATetp2_u1QoQAZJ4yVtPB5XV>=4W<vCw|rLkK!K&)~63kPB=F+e+S~4Py<c}eSyNF
z@U2N#^^u|D6tj4v{(7DrqWJ`F&$0Na!Kl@O_#UyJ?nH22PaO+GBVkxVqZTV$BI4<X
z1hXX#%k_G`tSE|dXveGyiawe_r(%^JGuM2#p`JGHJISFV`x%@qZekK+;IAGZ*AF}N
zw1x*rxGqd|&*SZrgwk`0@eOxb{Je7pDJ5iRw?!c_78{vxqlr>O3_L!}gGP)>ka-^R
zm1j#aLsR3Y#7vL{ZKP?<FN+qUTg9C#;?DAnsf$gYZ-<=xzOppyzsF(_M20=8UTcj$
z(d4;@H<{*H2Xr?+*8+H1Z0}Y$<<SI^zD_BT9`!-Ur7h&C<bV$GqI_G2A6gNc{mRS5
z;;GkuDndv_vgk2LlP|=W{te)DuBqSfjU;jZi`KkNQ3?$t;S*FUx3_Vg{XJFJ2Bvrz
z>Ws;V@m{OM2SPCe68e#t$Ic4o$2%c<iMaZ7?S0%m-`+_?P`F%Un!R*vgdbDwAv#LK
zuSXbv&Od1-dIAbm5PvlV2#Av+Pzmm@Jn!>)6AgRc|Jm36k>;W$;ctIIK@9%v=J;Kt
zOh&rk+ix{79qr5Pvsq=7?c^5uj8FrMd8uV#zhvgMh%S^qx+1e_k2Ui-d+uo7+eiGA
z@z{l)nsU_j8Hv256Co8i{cJqD?Ig%KZ5lThUE=on)k>ZT&AoT}b#AK(NI{NDA4J3@
z0f*9F@r&sP`U>=SJ`saZ*Rb)98VhSz!9>FCT4<pmW;V-JT>7C4BF&hwUm>G>x|zSl
z)nAn!uO|;tg^GkW(L&D~1W53rDH48@pp5(w>vMyc2rduo#+qk4>&H`7PWWW2f&D8m
zm)Pd%64K-JB|4vnl70u4Mh*co@{4>Leq=ZTe~TL|pv4$xXZx`!^A-t(y)E-gEJ|5O
zPdVIvOZ&0dI`=R70KV<M($HhTbtL7}!B-OSzFohwi@8g0?Qj3UaJ@OzUxmd47SFKZ
zu@ObHgttV0#Uo`0DBQ+PU~AgfM4P<r8(c!9h+|`BcR9_8#k<`=X9S)6aNBFK^<;_f
zC}lqnfVkGiqP*MW!^pt1qhCtb>)i0|*NS})mF>?A#xd@Wg3GZC&lhNLdB&k>RKNd^
zUR%Nn!okHcvz%9}tX)=u+s<^sW?iAMSk2(OaT$tevqS*KLuBi8HV0HRsR=yoz{Dxe
z`#`gvghHuQx~#XZ1Cb<z(a)5e81;j*9YR@C33LWqp_}hw(kn*}G>X&K@-zt;r{Juw
zE|o;xnZdg+Qb8j;4><)pUOgY|n`kCZk`71|+F^scI>ZG+7mk)&qvTSD6HorKT#)*)
zopPB(ySeabXF^55*@Qm1vz34sxzB6T4ZMhM7b*#Tl3zqbVLWUvgVai_)9P=MKu&}t
z44{Z5GmITGj+CUEi>PtMRM2M5{RMxn+Emr<($`*r;HL)O)B>9p-?jYXqX{)M@llKW
z%9bbMnex7`)dIr-Qg1Nx$Qs|^eo=VcrVCepAm=<_cgU(a0y)AABdasbVGm-{yu=vB
zlp&{%-r?4U8)PkyGN-g8F0-`b310S3dxJFql5DU5cOM37v0qZik`##=>Xr6R7pY*Q
zw31+w#QZ-Vt$6x@rymY4-dH7=>CUqlP$=6*DDCTwR!fh%6dtj9>|e=opClfiLz`oL
zap|DevE~%5cp-9i(418xu;i7#oJTZBU;IM?ETciBq_hz+3XzBP<SP>@#l^KO?iAE~
zD^>QjE{Xm+bd<2AB=ASqRMPFy0x=#;bthz&-`PEy)?>@t`{R};3IUhP=&z_?03+pt
zbsAGXispon0U(HE)c3I!st;c`n5w4^Qh}BvO2QRk)V<-MlD}a92eA}SE)p#nm(?2+
z3*e9Va#;SJ%5A$<e~kkB{ph*Jmy6}nV|Zgf8p9Y0!UnQ6pcz_v<*IpXkW&wPoCsAV
zWF{%pUp2^F_Rg954g;})M3F}5c#-<t5E1oDT^I@L+gYA)C^7+;lm4Z~<&SlTzaJxD
zHQuie-@9fBb^un~f@I>Ha?$$AkUZeDDo!dS^QRotkVE#{8nCfnP8oko3Ev+j)({l^
zav^4@qV<MMLaw}vDvSk7R8mAH<--I<2|lMKtaZ8H?q3=6z*YoVoL-&Fk^17CT!Gsh
zmWTfm2_QS_*G+HHql28Yi|6~bNch_r;9snYENI0^8mE|vK227yNom?iTlbwF7d$T@
z<a}oz;c$aN8<XRQgMy00$-T^9+fWyozyx~Pc(9keLXz!7UEA8QO0pS@fwF#H&^9Sh
z333v+8ovh2#4l0!PVeXu#&GXq;$fWK9zMm^Or0G69bQcybli}Fj9T-v7ndm&U!KuB
z(ni!YwFY}8GJNU5HD(k}WY}v%MAS@;>apXy4>^tN+#MEIMPu#|ma1?-<Z2CznJ#6~
zIL4+{L^DW+5M7VsLrZlPn$`~xrGX(HKH`zOsbqFE<4iQ6T!cfA1m-LC)#mFz>7~Y<
zj$RyF#~3XI#S(vQlO-358<ot@S0j7l-8cH8h~_yWLHXF2x;WxZ49TRx)h1|3B`r}?
zNYpT?NE2Ws=pt-ms7S%~7d9^QjHD{6Fnpw%#K53=(FqPl)`It10y!%;{iQinJAS9h
zf-WnUu_U1iRZ(_)^)e@fs1pl=kg)I_QMF_nrF^&{Y0DodAgrl%Oez2&9iLm~CaS(1
z$l6dLxuYVT9E;v9Ky;C3&$UyxWP;+N$kSkdp<lxB!9{^i#?>g6IyRdRTUuZRtkDEC
zQzZVhN01Hc8*1y-j+H+Q_l0}OC*#5`(W(tZmkuC;ra{l067)~}!Cov5_MWR8#4<b-
z6in4y@a;0}6{H{dzX*WjgLzq4=syf`yjQb)U9cIvT(f3gQv|efkRoExm7n*%Zq?f!
za!#FS*!%Uqt6y_uLt&6VhWN9PK1c57%rj6z>8>K9qTu-!F5l(wx-O%-S754jxoa=#
zQ$J<US<X9yX|!yf>2N5{R#zKdtGhUS9*2AswQJU%zOTg_fBKjW^o)@Oant@ENIL3s
zefwZ_#|U_J*rBLv7bNB{dsqGT0<+}DaZ@<>h;M;IM-N7+AmV{&xfB$lzYh&PfXcN&
zNhml~4a+^2FG^Q{py6yqLF~)zEq$O7_O`%~QX{JS!x>&3wZo?E;ao7iq=@7IJ^jb(
z1+G{GL|_JcP|@>IBFr)+!5xkICs;CHOX6KVmiK9Au0oJeFpZ8^z7%QHW1$DM2pSEE
zLbg8d`D1kiH{9ckQM1!(KuVye87-c8Sd+A(EORKa4kQnu+w+u?aSWW}*P=t2Vds%m
z^ej)Q%q#fEWpPY963b46^cMq|JQ6t<6HWZOgTn%hhM-0714;fUAco^U<q&0<6|jLk
z5iY~E;VVn;IhG>F`2Ij*BSQ&T18*xA!U<i_u9W2uJe-&!Aperd!lEa`YGhq^T!FFS
zSPor2MIuvVaBP=Q%;b-vj0%DOh-4=L|EN1cF6rVs&AzP_=iig`#S5k?2#Bm0kNnj1
z{g(2oGk7;0H?K=@L$}<Ha@N`fG<#Eg-j$cqLxrZQA);427TKBhZocbidi}VUH}2j>
z`Fx)qDp1pD*}?RnHBR3xF33bKSnflB8Qvsg8FV&a|K>SQJH6z+lq$zF>wdzgx$0T4
zM7-$uNLPcVR+Sjf2Y2hU%chT~XhcKebQ$rK7WX#}_Fc}T78d{@sn`%gA2=$Oh>2x<
z1h<8+!#y)D1dvyB<G6dd$`zgJNH7HR=yp*I0t?A^cMa#P6r|-O%*(}~Zzf*rb;Q(1
z_B^piEKxD44tr>1&K6br=qHCW<B6vI?eGQrl=|)~S1V<SQ4o+VP;ny_rpK!%7lhSc
z)1+Z&!e-CbCVDA3Q<QH05zBH9{!!d+NyZcr^GIy5l;Wo?bTpAQ+_MjOJ`cMW-_;C&
zr>n$2`F{CwQM_?*j8xI0g<?L0v>F{`{;@N9Wg|7-9n4!I^nMn|Einpjb^f`P!Wx$K
z*7y4PWbUDFJpYzm*`-5@aoSoU_bSnrEAAiNzFAO|sCXdVZEn6O=qtr~V6XY#P4c`X
z>{z$spz`h_S@<BznCV49dZRia<y)&~edM3Zu<ERJ_q~A49f|7*_~&$dEryzC))N%M
z^(_CBq6^TflM-+3{CNvPiwvxa0w>kU4q%)R|J1!Xl=8&K2;{_W7FncluWVaO%PSQ6
zWX%Hv{b}#ZWvMLburr(6Sp2yW;j?wmL`lilF_>Z9cc1fv3EV~7<yNE6v7UN^ToRd0
zUc^Z>007?}+vQ^O$#Q-4{+F7JYi<zCNz#Wb34oKY88?rFeIwTyo6YS00Ex<UEC%0m
z{oQ8ai~z^V@}G5JSgjo7`oElp-PV7<Aj9f-H%4QoKVK#~(IGxiJ)G`g5!u2AjV2H4
zmWJFRH(LQmY&Q$0#sSc0B(pF+WNA%_6-T)&rkCV32{m1Z9~`6M(mOwB(6MVCpFbaC
zWeCEMbYd53oB~W02v-ulT{7=Gk6JO5IC~*wj^<G`U7mk(H!!ewJR&<kN%Tfqy2?e9
zr`qHGK;Bl~>+C9P|L@~<>;C8AFuKt?heF#QAz`8IQQBEtVP-V_oX4^0&f=&OJ0wzn
z!($R<#9;*T*v`mV_dbljryRT<`o5ms!^gDRzXcZMt3tjRzh1suoW0_IhQr|)0O5)0
zVZF}YFH@%oW|1`GOG;q3`sAaglLAfAWqY$&|ASajWr1gnFn=HaD??v!gP`pY&bA3L
z(#p>G)RZ4|P;hW?P>{wjFuzwwSV(BRFdPv9p`(zt2VpB<@-4C|L5IC!!ZWePTE&Tq
zOgU8^cl2|D^glQXB>Y@f(^UUAkyxV!85JDk9>3scNaFQq7*FH$T?A&f;gx|(v89~;
zKinrs3C;5y{K@-2u?qj!n16s;r9j)`bMISKH@2nzg*UJDd&EC1DM%^)^`q<t{=eA_
zPvHNl)r(4K)seb+>;Fq;h;>_n{uUW!8y1UHo|MKgGYce{|1W(2(sfD@KmzwX6mNFw
zzv`4Vj{h4TM`4-nB{BO+?+9%z71MWeE(r~dYLhiH1Lr&v*Il?(%2C!ow826OiF<5`
zO?izeA+fg|ViiKvv692ZGG*JlMkaG8w>;ap-#3$zHO9%5$U}gKDwb!6gv{((zy5m8
z`$Rx&{=5d-b+)pp%uf|eqWsz{Am5;b%o)iH8=Z@-eotRYNHzXW$1tm$^SU3nlAYf8
zy<}#u0v}NNNJ;g`ZU5q-Ss=JE8(sAKw|YcVPm6~w{e6I-@Zhr#af-9Wq_2;2!4;da
z7b32J0$698ww-M6Hf!OpF56cT!b8JG2h%mxONK|ram7eSnaL+MTisC%@?83Dqk#zz
z`giT5;nl8eT4_Jk?2AhWlHp8<ZGy&}|ElE`+<+NS*UtLOHbXsWy%dcU6UyYX@?yK5
zTevuDW%sxPx=K3OT(G-$s@qmmX3`LZ|Ehd^+ZAN>xcBn{fBVx{a0r*h0hO)bMaA#u
zzqfb1K2d35wV$8qu34>Hp0M~o^1(ujVp&f+&;#X9$`WGQ-=;t{CZ~2_#e$POnt8;+
zFrpY%<fOWk-Khy@F7>3|O3PTq@e2!42ATJ5mh@cPmV$C<$m}2q>ku?9nWqg~-wKi7
z!vgRz|J}S477J7yTO{+xc`i~qq~dCG`#;V21uqaj=$CFCgkta9&lwYnKqCK(WNg4R
z{qRx2e#*kh_@6-Ni?(#NN@|YI`FP{_k&tnINgGwARuk!J!eSYbf`FU7zvPb+gzREx
zZGD-JEE&CFS@?KGm6-<uOf2UY9+4%g4iH(s+V%hfQ6S3z<1I97qjy7Jww3WZeygYU
z(j`Ui@#yN;cL`G0##|Cs_W-C<XlFrBA|lLCB)4Mz220|#!FvMMpMOvLyWd}pGUsSn
z{k29uTJ7YJTn4{VNAXBx$4Ec)Q+};7Qzo)1@Gu6=u*Q}qlb0Hk1q6RcgE=C5Y&B{|
zNCn8(a66re2=SgZx_Kgi70EHm&nX>V=PJb<nQh;y8%P|gB=7LIr}XQFj=a?YjzfOS
z$lPG|Q0iCx{;^#S#U>7n2pq9dW?GqPG33$Ucr5g`ho=dk*t<Q9Rp!y*ukl+il3rYi
zcjAuIZZktHBL2$mj@Bw<Jk8Exy!ud{)SVkW(;GUj&RXH<%Z6oJb1nv!+r%G`ghGwM
z%5Pw%in>jk$jhwnA{1Uk<U|Pt^BvQ}L6|~b$2+!kc;ZXf{f7zVvZ?G5@=5`|{CRnK
zTgTNc+B#1Q$Z&A8AE_GYD87UffQ@ImJRPPHs`FNx<^1-g2Be?I@v`1%O8V&5@sIBz
zz0hJIeR)ZQX=9L`RMXvjVHQ~4%Tms~*!moyD4#}v;vzMkr>O2tz?(wqGocS1R5r)@
zrb&~(dfmsIWlA6zDBaQ!v$$yHtmlRdHDG#}gfpLqmc1AdF@FR%=}`<IzyMd3GJ*S$
zY0HTm?Ja=ZCmN-d>6yVk|9l;bU!NVdbcV>j^jZp|ktrQ2>uk7YDHAg_)6quKlu{6Q
z{q&rshuR==|LIu?M-{mdYJiXtQ6$pYVs<)73&G+p0{9%bd_`xj8>5kmeoc?7)XT$#
zlN_0f=<o|6qe_=?f-sLo!Z>UTS1+{p#p={La!afy3yXhj?AZ~fG5Z?<(aLhkVc(BS
zD9s5p91X<J=sMWr2}EWCY7jM4y(<70ET1!Vd0q9}@mkOoNn1sfQoK6lQgd?CDVdH|
zEUrf*c322m>hG5v%gYU?BL=N+M^z3oHF)vxF}3pbrJk_5O}3TSq)6f1UyYeCyMEW9
zKc^`CB)qKu)85K;az`idEma31+jJZ<?G5<Q78YBTP=?jzsKsuh-QmVUfTV7yvP$i?
zGmrDRu%Vk5oyT-|vLcM?7)jw&q{-y+xCdlb6*HI2!pkN&MHfySAi$b&dFrH*=?QSv
znsdi6M+QO^Py<0;jcWeXNVfo76;FlK+*14O0wR3vGayuO*?%IR0(WWZOU>kxLp9y`
z;335FZV5S{_5}_{3GMIHL4n-c4YqeD>{)}Kv`hkVo-~`)J+!j*!Wkizr?qnI8AE69
zS?QK=?ENJ-S94!M&gHF|o3qLf4mjPz?n+_C56yaimXP$VCbIU1;V$n)we*Dc)smcN
zEB!V5(0&^-<J0L_#zFQ4I559|YD;7s3!Xo?VHauh3Lq$LhlD}+HCj!5=m_`hW%et+
zO-gxUjEvv9G%_fP5<-PAYV@P`=Y~;l5w97#<1i*tVZ6xvLl%eUrG{P|mWooVjs7pQ
zS2<y$wH5<bEb-KRzTe!IAa{*kJiY7(YW83*Any^YX1g3i_(7qeJmEobl|t3rDIiS*
ziwT^<7ftQ*T#S7NT6JYlMH&6eGR!8{%Tl&c@#FW<-$V<GNmWNT4T+vady`dKK`t@A
zW$v$+W|zD^rdy*u(EWit+UBxOk;2LbYE}Ivn7Js=&+;T4_6_7t-0JrIkk|$_y&lR@
zxfVol7R>$%XmRR~cMj0O4bL*GHJ{_xyF)rt9&R2(2g>^1$jKgen$d5Vpu}>GX#u~r
zy=ZOO%-8-5My3`&T9hKI=-*F~v8AmUPzfK~Gss#owUh^;x&Z^T@XL?39bLVTm<*>{
z2+FBY#FIx10qY;R!Zq@U%UjuYPly(X|GIw>Z_c!f()Y|*_n$}TGPWAuDgqFhjv(W5
zdv?4q(U=2zb9VtFzrgeY2ZlsEF+xVr_5o`!yv#1Ar7Kxl^!H=*aA-j2Q)43TD$vau
zy!K#N!(6s?gDP1$c9xGB_Me_#NRBO48C6?d()PSkSekbU2nfJuGz!tUi31vy$p-UG
ziU);(R}YQP@zO5cXg~W3@N>~f4Ar=iSxq6NKS-oHnsY$@qxt=W>>av7v2WnfRK;kB
z9k%Nayrl@P`Z(2C?Imxv?CP_Qm9(jay=VP^V`DE)s?l1`9Bk=nef!~Rxn?h$G)GNp
z;`}9)w+JsRaQ{GJ?j)n+=b5gKjRe{0A2j(&nkOZ&>A4zqJijFiNP^QcbI~{w`k2@e
zTSn)+2a&Up;pa>Ca0sGJ)DUPC11YJ@SGzJVp(k|P+rE-lDZXiZ_csjzWtP7fftPFV
zrbAZ0-5gvN$2Cz-7(Tn45jAb<ZNEl^gKC7PY_h*C_R-@HW&Af~D$ip5j<|nKPwNbn
zT8dX}SS2T@Y=vWWzt9j73Ug^^h~Z5;`%bH{^q}5Px!T>zVR!<NBm1x+(l-EuGSv;I
zOje?<Lvp0d80be#gWEMHTST*A_LO_vd_(Ls-0lnVPH)Ceq2V_WZ~zT<TDAv*&<4C<
z8lw3r)daVF1{M6@T1m$-3!u=cNyCgh?6rD_z!(sUTmPVJpL;fZDH1EEMIahFJ_0lT
zaz!DWm^;E~3gMa@kyNbn+X{AuKd#CTHq7~|uVW_f%kXawS5*S&=tXr*A%&}Xo*$JI
zEt5I?;!DVI+dHvbv~JSHlok-<P_}p9zLlMfBNc4s`CrDaNT-xoz~@@$(IO?OV+)O>
zO~>`aWgNWwyya7m+{m|e1(TQh<;T`Q;7v?PJOzkm0l+%&=w0?QZvT?0yLC5`oY~KZ
zL<ktFKSSo(Uatva^6@VD_7WM)q<-^#NUIBUA;JDhQ`-5<0weDySzg&JUB$t}No^Oy
z<jZ1!nIsEw0FAm^XPFf42ni#HxnYM=1jx1}mvl&cM<k{fk7b=|%N&{prVVC+!P^dV
zY_axV9pF5KE&y)G-?hGm5n4XJ&VvgFn|vbS5$63A_gNPGdLmsSQi9d{l=VPqNLetl
z!qiIpM<)HOc5<#;g5|k~znwS&y27VF4n{g{B-hnfU4lcxnN`D>s^wuzrhpf#!%o<S
zAKl#YC|MqD*uGUHas6G3^cWM8#5`b~{hxB!DRYG(RB;i7)=(^QEK}@I(t*4+FfFc7
z%m^L`BdGJ2b3tzLpD(4k)Mk>AyCb`-?&oN&Ye@3xrllY1*0TiS1ky$CHMl4T1sI)w
zoll}k9>v)yrJ<%`HOFP8>rqYI%2Ip!C@}bG#aLDfZR=LL0yuzvmoB@ENw<>yTC1qz
zZ9IEBD;O$BIelf{DHR5e{e=qEa6OXE%WIgqDzEP+#*tLj=q$vSYho7mFC$Q;#>)`r
z=!8Zb*FM-=ZDi>h?i=D);NRpoaZa_!Q0=Q#VCRD))IrBFmxRDBPcWpiwqL$TR88Ix
zYp#c`#^-6@`e5dXGwyOsn);yya`NF3j=`$O?4J)Y@$oEzfpQm!VB5t_v0yVhrpCtX
zvXvR<{Cqwz|Hz^R!l3wp=;QD+(*Lz-<PsBum=5~r|J&74A(~4Z&aImo5-AW}BHq`5
z#9fwNU0sd8A=B3Zh^gN<>$~25QWx!Zuokx9&j>&W)!t3&6>=G4?NqY1nGa4>1F^M#
zNRUNM&9iK}`&$<3U*$bn*p1VtkQ?}|)7Q?WrCkm!(ahbx>)I&4{pA;1{(yIrR(AY9
z4K<Z8O>*oSNLi(i`CxSVdKMJvBke4xT3+?MF6Ln%mUF~ce(3Y8-(*%4+|E;m0lSP2
zDCPIjLdd<)NO|!MzSLN_oD5D{!RD0glcQcKWGRG7Us-|PGO{#Mk-WwJiEp;vGEn%Z
zEYms=9}AY|Nnm;TLDfV8`3H;ozSZfIGL_7FQj<a2`**hB*bz3<%cnFOehU9Sm>F{w
z<3P#qa$hgV*RgqY!ap%C^-3eG&bp<gu4kzEku|GkmU=RPbF&&H8Tyv!1vQ)Ba8|;=
z<q)AogCf$B#X@%R!ZBSfA1itNFZ?Feb}yl}n(l}W-g$ZWtY0*+F5{+b8)X~rDkrty
zH|AInUzsCS3CMu;GAVJ;O-$sB{pfck>?3>;df$m~aeEDJS<VW>D=W>JLYR4fc6XJH
ztqrHl=LcKm<u}KC|6QYRwL*Km9IZN)O#WIk(blQMu-REeW}y42%AzI(V`#22TyV2a
zWJ3}vtGm3cN;m3qHPhzmkWXy_?P9M4U9>$ge=;8Zwe4sRM~HUM*Ya`Mnpu2(3$f>5
zHSPSb(Y((^keos$?%LAbsk_)Q18<GU2*gZ;2x)P~?3`3+q|EgUa;U9o_?4>K5<lOn
zZvMT#VVay6kOj)~AOa&Lbeys=Im09L8LQZKP`}Nmy3iY@g4lHOZ<sGV<C2y6lU7(E
z|DZA?hMVs<Hn8><>*4<7@|t2=n>WWEmMeVv5UJ>~9NpDoLKlCG^}>Z#O$mlgtPW7V
zgNvI;RiA>qM3szPnq)$k+s8`Xu#eBI+D>#zSCwGP^YN#-7!sqZ$;kflSBdQStfMyU
z?@y)QW><3AyBX#bB$pG2pxtXVnj6%u-(ucdefh<k{5spS(>z0d+N6Nt^7p1;S}(TW
ziE~@S>0*0A4z$7z%(5Vwr4$l-%%_(_^F+T7+82}X&SglG52CR^wH0?!dd8%!#i@Su
z?_o~s1Ui|7Tny-Zb!=Ez*lr8yb%3FmFj&LKZC5JrKUq7B@80LCFgpBkTHZjl)-C3-
zrpeDr?MXs|@^qH*gh*G86BTiMz)a8WB=*aI&181HIACc;N4-|CdDmsOimriit$WDp
zl`%FJ{^74KUK<J%FMB{cYk!E8GwX^{!$eTn-I>$2%0%!6hP9mMD+xL*q6iSNREgWZ
zH?YLl>j$LGJ%5)SiW8KQ{*9uN<azHm(X-P<tJMkXI&X#}a7K3u*88fF^o2%BMDvrV
z#nP`=UbRzQwcECNJ3FzA0E4yFuTs|&uRX0IAl{@)j#c`nV8AY6AG8nx4D%8p3(=5p
zOZQ8{ox+GK1&nT&f+IlVpUv+UZ*_WqtwiJg@(Q;m@ed=+95v3u&#HB-OUlK-2u6DS
zJ+ybti`ury?z550u%kqUjC&>PYbi){6ZLiD{{7s)-k?h>BkNj=r=W(J*1XOPI&8Ns
z?&q#YYz8P&*Q>lmD9jLT44qsX9y+GGy$(vt@?_>`;jAiHmB>xHeFo=1k!tVv^Kp+`
zl_jUAbB?}6J-Pka%<kxKeLtMs&lq)b7c~fHV&LkOuS=pky~!7Qxu9$D-X5Ur3Y(Pj
z_m`dZmcZ-NKwtdZezfC**GVI$(<`l?8=<D=>glsiU0W3p|IIKci4#$IiS989Q<*$N
z5eq(Vuv)3QO$TwTxKtk;+th4(=*e|6V@_G|YXSY#M3Z18TASmHQZ~Vv2XR6+Sx!1l
zaxBXaZo9E%fNsrqQbrPaeD{ay`@`XU5ssWfLdDZ_3{X`z<#2Bo-0+{mf5`dCn+eU&
zj=;*tH-}!*meWm)%yfkGOC~KkT<h5K_ZHpNv}Yc4!g^xqc4Q6cMy%O?yf*h_-tg3X
z8(mH>b+xmW1nR57KGt!Um66P2f5EG9{Tk9m9<>Pp5LB*i+^L~D=yt<8rfo|cu;bmm
z5t3;FCaZ~B&!pdx+p$}!VbTaKXGu5Bv*uTjeSK)$%De<3NyRIqY4R1TP2n$%bVEYp
z8Jr-8e7P$vm^@>uw-*g%Uh6QTmD>BEalb0fZsD?6V*Xz~$ca0Owz|^59mNhPeie=v
zZ`JD=P1ZHB-d3n*ko{xToE$1uCnd~n8Op*4Mw9rbxI7-e5~|G4UznR164^z#!4ckY
zWxB5EXc;97MTTgZZcZm<Tny0-L4nytkBhIEx1MoS@kgeHc;EezOl0{(j8D@NPQEUM
ztWwS2jm7y*45YY^!M+fSTc6xJ!(7cy+ufW<iii0XWTVmrIDIQ+fIy!$9H9#)SM14X
zPnYWV^eE`=28mYjlezll{77Z;MA4R0Q-T0cX=?R~RliSjcYNVfIR-!dd~-a*lrxla
z9F;YSeHYbZxmj~C7ib!G&J*(YF2SA?C3f5XLl$E6zDw$^D@M_5`*1Ce$a8I%I5iH<
ztkGhyw89L-=$03&B}Rq?D6I<FAF3K#mz{9W!CEUks6s^atzVUj8mRwK1c+Bev(v$X
zhXl+_d`qjtsw$6_$Fsb-_G+G!;xkGL(J7qqI1vS^2I$U)WE}9lI%1K0tB7m9U^JM^
zW)A1v!BP>E??K9Fhu6Ut)Ov9-U&Ep^5-MfjL#P0JtpFa?S>YzLXsFEcS@I%{eB74f
zPI&I5PQd~gRj_NXpx=gcx8EkTDtMX(Z9)6)Iao-Xw@C!YW^sSxoOF+FJ=fgGwneER
zc9Puiq44?SKz!wflJ}BA+tlEaOjiReeLs7@k;4?h)>|jDmV7EPcHatzR3JipCtZf3
z(?`R1^80TkVI20=dY6d$B#H6cV2*&GhzeaEob6lWcsSS@3kQrx>u65=RvJI(Rdl}9
z*SNRx_Q$vT!?Hj6WqNP22RPCkKbuLT1O5mYV>d|{dw`0Few*|s|IWrHI3XQ71mJnM
zINPmK+aRx{m20PEt|q<rw19e<Q!?`*pu;HY^+j6KUH?&ZNLFSocEcUB(Q@{X{D&Ef
z5h{whbFrhH{B^CnbXKWr<$O22a$%Mj#Cp6OTf86zqHpBiIDXh~cR=}OLm&e(ow|u~
zP(uXUR~r*G^9Un-iA-rcsT0##!xnIW0qZq-h)%*7o35=+DJ*MhRC<4TBrL#x?wdC6
zE|cdDSi{$s?c@t;@odZlL1*cM`@f@s)P?=MLM$}sB=)UmtD?ci)^SpUGXeWHI&~+O
z6?R3E7Q3V3@HV-+ivuPy8P@xZ<ZhCn3IexrpGA|8loI+bSeF`_m%8Sml<9G$w-KE|
zZAKnyjZgDBt)UGqPY@+5YMU)2F1A2dY?zogrsG6mcl*diJZWbN#ikwGNhL@rQH&xU
zTyE%>aP8y>lHS_=e0AC;Y-r>Na>&OoNy$!U@iw%hioj?lOgjd8zDwCkJ=I7eWWyKo
z5Elf62r}d<g!d7?8!KKDQ($1=BC3<#841M&vzbag9X0>6!%4<0RhByZx+eK)J+N{!
z4iP_F`v+^>xV8#wgJaQzvE-DHP|$1I-HRu)ZkaT#Ky2*0++!ZCIH7Oj7onrWj`4ZV
zT1{@jK%NZ6JFtXCVbPE-3vN^&?+?5H_At(G2-r(varWv>FB3uGPQiXHz0a~3eLcE&
zVv1$>{5+&pUCG)FjGm`Lz+oYZb1rg8pg=+>N=8hf-e0gZgS=BjXGj%EVA)9hlS3!2
zs>nba_Y5(8UMZ-5Z-B|#-)#=Oj-f3jBF;G0rCVFt*`x<V#1-I7q=C|^Mce#V5Aa&g
z&xi>~oLikBNH~<<0K-I1Y5$}0^{i&XJsF4VCAZ8^xvRrU$E!!+N1cFJ?V|^dLr|7(
zSUT)+or+=<7kGVNzj1q!zT{dn!(n+f{d<@*ETY*66mFTCUXp$^hK;tmm8OTO3ZXg0
zaWgQSy-GpF*ruP4?8!t9EPVwN+Np)H0wvE%V}`iCIi%Bk8fRmaq322NWu}3CyWn$O
zQC3dCs5=+XqhRKQ6u3=Fv2+?!c5JzsI(RltL)}9;rA%&>7rlbc_i}!S`~+)79cl}@
zX*WbeHtOZr)7Ab$D!1AgDVrh`&PixtRXS{xQl3(qBtt?JaKXq|Q%n~ld57DFKShW8
z(Ui7Pp<=klRD)$BkIcp5BooO4fZmRNZdg=?l#vZ@Btfr)HHcCV<!_~J737e<_$mt#
zEHN#MDsCwH=P1M}OTBdqS&}a2l;1%9@WY9^?Xt<9g?q8*#VihEvQFx$^5jPK95c)|
zx}AY6aaPtGIDGb}bd=@IY(m!n)U5c~R|$d#N|_@sIbz(9Kayc5s#B&e=zM%5W?%p<
z>J1~B_{6oEW>1W^jqs64%dq0sYOyZ*gfl-ftuz;2<8;%4<1Y@rHT?40l)_WJ8A4bL
z9qap1FThXOZHy89yUXbXdJ8k^Sfta2qH140Ba-1U-(at~gWl)N`c8m_Q;RaZ12u%r
zH#?e$8jFwa&qooY$SH%pwI{9P&+(A8sjRCJ*i|VCCdkLd?tvYg%7`FN-u~3<a5;+U
zPW)5NrPzyJ{a>A8Z9yYV6apHFE$jr_<$J}@-1Q?Bo{lTfKFJ_=g?j@XmIhyGotk(i
zjXJsYewl^W+)}V~g}zcfJvXaRm8@LQ1azz4f{~QYdIwlU+DdZFB2txvYaP>{fpk&d
zv>;P*8Pih^Bl=_~J!-F%S0O3VjyQ1jUJSD*yb-Ep5x>gazz~1>zr$uF0rlvFKOH)J
z6Mv3xUNgRLqAjE=yp~cC$tb)yfb(e$iB&_*KZdg=ly_FIOpmqUD*w*ga_p-j1kt#O
z+gj#KMy-fg`1=vHEWf=c^^n-zxst0|uX>)Q3s6v9(G~Hu8It>S=L9p;gD!g48e2LB
zWoU>ABE`u4wKfVRmQ}z{3GIu(#Vhqc!;${w&>BqtmvE|Y`q1t686lyTpaJ5M5O#+)
zM8T@BHaa1{6T;eM(zAd0-$*k)5m07C_SUB?|Ik_LmHt1-jm5Mv%R7ZQN%I_M-3~N{
z&%v#awc3#DxZ|9YDfS0Xc3yO(`kYN4rLc|T<?q^NZyC3&fKzbXkOY*1yD{wAvy$NN
z8k6rgJ=Rm>IMdLH60DqUW_K90AM$PIYQrC2C^C!YU#E#*1gZFrrk`;`@s~q@Ks-`B
zHA*iou5|~}=1X-32+KP!E!ijnF4{pSjG?gaMWT`g1h{}6*>i%!?E0M-SthUK%?zB|
zb2?sWurLWk+%J3^6gWG58KLvHS4T&e82z1lC8;g;JAn_kjUU|PP?9GweD@UqG|+v7
z9qF0z@n}0Am}?W`LDKBlzo`fKLiem(dx(bfP9<tiG0#5O`LujMREJYF(3`jfjvx`J
zi7n3NWwZM3;KfIbr4?$l6kul>DX1Bw&uCeiQ*&NCucxztb=D2?Jy?E`!9>&1EA7gw
zSlQ^Ph->L*y~Qv}Sl$=?3DGgh8f|ElAP2coUDdFP$RKhoh|lV295ch$tdhL{8%P~l
zL+O}2huDh^{Sl2{%nH>|sFE_3UPX%D@aEh(;3l!JQ5KQE17~z^6gsrgqC=1@PvA|O
zMe*^R#<XvWQ;yY_9=x1VJoF-cW_D4}zbVp)Z}e_k9#J=TJ35b+s;C|?A!w3p0w{G?
z`BVDm(gNx<gLWX<q%7%9lE;tS(Ftpni|?!|npaLvMuNI>RFd+k-|82POjCCy*o1BT
z^qcwc4MK1?C10bEipF+3M?|ve>65xSf6=vl6c4(JZl+$m#%~7ciBl$Rv2ke(D6f;O
z2z{lCIKv(rap(I%-JjtSLpy&z8v!z<hNoR9uUwcGlFd=atTqo$t*oQ{GP*lvCi^{E
zTHb<n2wH2k4rMhX_0lfNHH7xJPw-`JM_euljV{sADwI{)Kv&22H%tR9&#!6~RaO7B
z?AHFZ>^f))v1*h9Is||lkwx97ne2@Gc_6Fu4%g$4#agwh1$?HjTWGdV*I?vxmlm#H
zlI&JgPp1~e`BX~rtK3TqCllYA?`p3E|C@94*{p4(i@ud0FgrU%Q(Zy)*N$+(F7v#K
zmCw?>{+UW;^bjLO`)`NmBoCU2MR8bQl(RiHucwBu*X2gDAbz9!%bh!toH#8#K4*ZF
zlQ8n$b87~AqtNK&X+5h6R0BRTf0|yJhn9yz=maMx+%eP8@ULcsmrtx1(O+tskSJ1p
zcBaH^d(ZdEf*LOIIqkEbVQ^keAu9cf&;gib%HD=bEH*!Dq<l0y81Pp~1$R_9A%4k7
z(k~^+s}E+;C=Nz6AStj#$L@>$p)X@PvnG+)#rjpIs<27x7{!63MjSgXM_u_%I3)PJ
zi;-GVX2n&g{<xL1nT|F!*?R6t9V81~AHTc$sC2r$4gplyV<_aQ#sU9%sog>8YFyaf
zdz4?-*o~VNM^gScJ=$W~4T)}{xTfQ$>Li@BVSBF6OfVw|Wtv=8lP!jkX}}twHsueb
zq#36Imm4DfY1=YLD7}TR)4^SNLT-Z<Ej%QDHS$%iyRIPPUbE#fK2=+;<Deqvr+t8M
zLs%n>O^V&PPmoQR;Q8f})96t?RcVZaWv>tUAQ7Xc`mOkRdIGMt`5dJ9zxA=USJWw<
z4C!Xgx75JB)@RH%BLCDSsMpA&3wNMoD-L57SZnyAB}JpCNflFuM_QGtj83zI<qcH8
zar&y2sA4F6Ju^H1n@2^~$3#M5r3@%CwvDHb=R!*8Pm_Gmn#!U0`f*v&URRdsrQ(y4
za2FcGXaEJUx%iVFTvm2cw%gWk;}Y#^V4(pJ9qKeouz1aJ`oZ2@!o*w7#LTERI;A0I
z&_=L0u+N}p@V@=+d_FfubGNI%ndLzded1zIYp0&SYQI0NGf}!`ZW|_fgk2<hoqupR
zk_DhRAl_!8;eO0nw|zYVWnPY^=1BXgTT%Seh-0a>?2&Ods7vVz!X~0jAKhQ&pobA|
z<s@Ru2LlcFET0Urk8#IAc7fABk%$~iT*Cy--5!sW%aW4%1)q*eV%&ItnT79+LE1w%
z2a9^Li9>Wq)m%(5X6E)&7R+_PJS@7BO2rYC1?)U!gJERMXpRN6tb!lD^h@vDZW7w>
zVn#^jE%cZ)%Z4fUYb$gYZ<fLy!7SkZZ60bbfNm$DjKd-U2l!W>tT@RzJ0AqOddk;x
z$jjWJE(a$`p{nMxQelV5oc(&#syFyzyfbdArML;<NiyzcGwy%A+$v@nl&Xui;1@h<
zA8JT7)NT4i`28y1=b>D6bc%49<zp>Y!ExDhR3Wwd>gyd=%i<tXd5>;bh*(KD2jTBS
zGv)rEca1&XWFb}{%`|#lW8KeHe<*Z6T3-71n9wEQ_ZMA$Ucg4@=osy5i<)d$yY?O+
zW(Ey_^GTYI`uwgu*%WO|7m^2wUuA<-J|0VkkKa0a7vUg|gs2?JvajSz>|NxjZ_!_9
ze3d?p?mVo~%dV@Nrcp^PO6fPFZD5HZgo>-4yL$SK9G4(fU4hRBa-?OE+iV1n7fo1k
z^`@tlW4~%+k&t180qLY<pA;)QPDMdfg@g*cfLX@f#LLn`H=Tl%BvArflOw2thBowt
zm_pwn1j*Fm?+wE9v4+VnHIa#HhVV9;1a+KXy%1)ETFxmpCFQ+Ri-=h!e^Xdn!QzEn
z<3B{twSd;1PHB1G8FpCL_qna(!z#dUGk|PHMS+)#Uu-bUOZANXYgOC@?XV8JKX4Wy
zLPHdYdUIRbepZ2gc?yN?J}^ry#N9n){F;}WK47N4%s)hCrlKsKCxEe=?<d!xgk}y5
zQ_vBd|2WBj9f5KT{mwh%KiPyz>J0%%zn7(@m@ef5k7Vf&CK)DGu$o5yk^H6Jqo$6=
z)3bM**(`>T-)FL~?^Tn`)aAD_+4H#aGB@o6Ydc8^?3vm75qk9O-vD+m69M22^A14L
z@C#H7&e1wyIuth_J_TnExf=Jy_BI--3|;l{g0?FrIt@u}gV5O&ygXiXfs~H2RV%3f
zFqM%>l2*H2@DpSkp~5R{*U5p7USEBf;|$j*G=^U=w=sEonddELmer<B5Hp@`@;Dd3
zvp9^I!E&wmh0D07@2^ZuCn7;%j%Oqc5K##b%_c~1d%ru^8Dj2*XAO$x7R^>u-X}Y-
zUHR2t)Gp!D#-Wax+T|X3KeYH%33|61^=Z308C2VdU3g<ID-vtc{rlRD%Rb9WE>WE&
zB{X9Ue=u~v;VOZ3v?>SGz_+(wH8Fj^+}N(Y*aq_H!Vj8ZP0|%kxJSMEu0xcF8<cYR
zM$Dn4ZcI*%_MKvrrn~ypQ57~sS;&TP6<c#>Z{zB@Y|tkA>%%<Ncrre`c{+_p1V(gV
z-tKDvomj|<W{OGD{E#JS+jg?~T&2o9-7J#2Y;-d5{~Fc3%j3~)E0wvdF|;S2$+W8}
z2jSR-3dq>!L_Z@NddOv6=|mRM@+1nd$$mfoLMk~OA&{%oCS`5;MK$pMVec)Y>dLw`
zVcY}3A-F?ucXxMpcefBMKyV1|uEE{i-Q7L7yVHlNRNcDWZ@=C5`~Gx~(Z9|fYtOUy
zUQ^bZ&$FyjPDl%|;@jIfbojIU=NN%;f+u9pimu#bHFfKyRZj4Laiw&upHi;So&E!0
z(kak%rDD_$NTB5+szN#jXdhkDvZrDM5e(~k^?V`b!u7>JI?|IzVtnu@z=1-oVM1`x
zmKuRA`c>TjY<I7MYXNI{!>A2@64I7|^qB?kyF<Z?`U-OmWyLsZO8SYn6|fRbVrHd0
zX9a*apK3d$L^r0$KgcVuFzhLeg>e&F3urBbMfgQ(Q5aMpHJ6X=ASZ_-xm4{%KtB%{
zntl-3ox&+BzRRasjAl|RF2<`D-gIfL&{7Q6FSl1UY$hlP9ZqIid^D6ekA-laf$+{o
zLX6X9dh#Y&SD=Qa`Y?C+J<lIOBfh~1cEP-)CEFuDQ$MCpz$ac#gU48?XKm*aIb~}O
zGC^mSrc96RC@-O|58{lKLW0gr+2V6zA85HLaK1J+ktb}C)_kySh?8%CJ!63cU3E8U
z<1rAPqwH;aj`L7PV_P1Kca@b0S4}H2cduO`aa36D06*HSC3^fqxylDu3pBj`0m&rg
zPO|UDEO7LlhASwOUWeM0AfE{}UT1go_{GM58R33U62W2E{2B3BqEr+o_YFf1kqX6!
zTjhcg^CiM9aC}`BEeh#pQ;mF0)nf;iV5?$KoH&){i%FM|MI9<q1|4J$CCrgLv^y~J
zx2z8BF~hd0j7;G0q<P&M;vl9gc*JN>Nnb3H;3K8=7k;WFjgwp{k-hmcRC;~y_*f!c
z#zEj-mz3k@Ju}GVT2M{b&%Pvf>i2Z~k1(8l#41W7*y3w<88T>*>2eY&wG<f{dE~`Z
zS(05|+;QH>uqQS0*S$ZLjCv}4k1_0-SHldG9QT9-+#2o#KAi}>{U|o7jweny!IJ`;
z*@sOg*jr{T$U#E@`5Z-DD2IXOLRuYSF0jH_Omj+VSXrmIolirgduGs5KB8!mQ2M!7
zo$Cd{4!;bfSUNK(l)OBZm0>HC+l|1fHJdvGN$SEIKeB#R9+kk<zfhrnpu_ib{RtQi
zRjK|*cF4G&(8E^PbvsqHL2^GgJdG&b)j3OgbF3!Rv5EX7ihh)!sxRVB`G^@6*T525
zdOF8^Q|r>mEi`hPhd-y^KrjFda*V$gT-qVn!>nx}VxjmiJpLpU@=9?@o>DOO$qOIQ
z8*85bls2n3od=ag*Jm-Lf+JOa7-wtOtF(^8IG-Bu73_2%caM|$oW2c=3c8CY$7hmn
z)8Z=$mT3(}c2kSB&lPm%ZH>kc|5`%G?r7<w@F|U!4(`wraMUcktKB_S17!>TBvLZ^
z1gfJcZ+~<c-HyTPq4Gz{9NQ3NrY#F^@u79uU&Ttw6osfH!X!e{pM!lf6c7iZkSFhh
zO1S7H<5H5zv_eaqX@_V+;}iDsDBJOhpQySvz$<$d=Xz&@LaupNiU7z*#H*pfS1kGB
zLH)8u;pSw9!Gkx^fzdB|+#FqER``K9$*|`~WYy*KWunt1{h6%DC{V_%QD2at#>hRT
zLg)qRhbNu5O{&&x>xaoVz$yZQ(At@;sg+Ip&c>pa>#Akr!-3)@c68vf5W*HwW#NOR
z2znf%TmLv!6lEcj*f`}wv=C58K$o^M{cM&*Sgt@_1L-kO<wOzIDbb8S)kiq_092Dg
zpXVQEard&NA^p_Ruk}P9jKCxArzDV3PNlF3>&xc7>UzN^SWXT+;w~<HN=_q7og!eu
zcbcqd8b$k+?h51tY_3fQh3T{FiN#lN)B9)y)AW1VMyF+;P{q#$0iv|w(y4&e(~0h#
zAG#`S73zaIgbVnoI6a+|ayxmHs3Z>ERtuP7ZKXxb30OAk4FL-~pCPG&@EB&T1iR8D
z7rcgy2B$uZMgmb3PJJV-1MmqZ?WJ$E4&~tXFJX4>mKG%!Xr|?|VVJd4GOUU@s3fHF
zwK07CP{St@UsKH3JNot1lhf)mk~fHYLmseDP#ejr)Z)TN=NYPwCOPVAX93%w_%k}j
z&gI)i9-QK$>RU&<TYUeP=4{X0bmyM5FlOgvqoSb@cB;72L}YGyKZEnp59t^#qZ!c5
zxRr|ep=7ow-1q}FxPagu@#L+ora5ifHZKFgHgz1Bu=@`N0<akzE&VFSP$42}mUQUb
znljh|rH5*H7wjIJrVS`I-j4`lFslBl+i8p*^7j6w_gTvdcf%J*r$InEo1FQZ(1$;O
z`WG1j{*t`BHN?cjwfy$};%_T=imx#1DWV<rbzzMCf!l_dz{8a-FKT^({h#pVc$I_{
z?KUGVQ(bH|{Upz)KM{23Zhq>_qo5ubVR_cj)%2Ap{4P&CJvL`wMm5+OuBld5J~B2y
zzhsrg203Pz=V@%tFXQsVC(TK-zyDe>;X9JY2rGiPfYqd4;Jw<cS4nsO4yW1OiRh9*
zL;EQdAoV~2Z&}`gwV&tI@XH4Bn4z+H(!JwgK1Euf)XMP`hG=Y?$o!Ga-JK0|93Mv7
zgI!4*JR0tqrXF-W2|v@7Ut{!Od@0TCoYE4LD-YOYBWKM6NnV$hP4*YFm6YC3<4Gk~
zXXb8o+63#=0xs5|WdQ?ZQ2k<y)~|-H{pJ}pxfLB74PvTH;7_L4`92G*41z?*ynJ=T
zxH6zV=bI_&CHR_sfvev!BRCvyTxF-5y=)Szp}?h!2Yr-PGK*Gcr)e%41)n-aGW+h$
zE<tkV_7_w%cGvjbZFo(RQ4z{u-!~x`K?7=Lf@5Xmy_*3CzJ)QpJ~n>2Xmwo&^phWf
zmE*P2qoWDO2V}l$+a?_=!C>Zeqs@jI-Wi*i;=|ZObi1f^`Qj9>BSdS*(w3jWJ|WUa
zpLpu!Wc5aR77@NB;F_Z=m6U~X`x>l%H!xqt7-KFue330{^TfT|a(H10Q?bIFMI&vx
zj*{<WLua;)!m<Z*SK)M{lruMoO-)=NSJ?}c_9$krUC3+mL==XG6Z%zIL|YO(i9-~%
z=5o=vjV#dY>v>C_2eE~U4LF=}lEVP`!;dA_&itj@pz*XN1h=!W3jzo^0KF?VE`zQ!
zyP_aqOx@z=vf@<}?*BGV267_^m<8}oC}h^s8JPaW<$bw5N!fAsvdqn>IKW=?@$S$h
z-uYwSldRjrl8poIp2!mjzs1KE_7tkn)~?23RW)xmVNT|PoVkgN)QeYGUc9Wua;hWF
zIg-?Zerbx3ZUSZ=*8s%qe+=CEIn4bMj<{Y`w|nXemGweQOJH~{+*PbmX))h~+tX0J
z@iL|gaZIV-Wy*W)`E=k|om3R41U=XGdd7d}WWn09^afbbr8@a>_&{+SNd`m}=`hTP
zx5N(-S&up}zbIIZo_xsV0?}sjS=J5ixah1&IakHRK$TogIy@niQ3W4Y&nB>}iL>Td
zNZHOMcpPUb0@H&}cn!C$yrfErqtkQ~r)K%qu+8`)u?b&JR_VJsJ?W>LyfQ>%lB5cZ
z`&|#(1&l6?(&-T*3~R)k?-59TV?2_)R)9%=aKE-z(|GJxx*!ak8xflahjsM-0hU&`
zGtp{l4U}qar`*4H!oY`IV{`n>q+YT#Uq{1vs!U3IDDx$NurA3b_CeafY^KG@m~I=5
zAZ(rNTkb8;O#=$~)u3Hbme*Q&nM;H*6DlHBsaUVauC0!W0GnI!ohIMFWr{h^`-2ti
zwk~6SILHX>IEi^^C9KE7s2JD8_isfXu$O}Ciu*ZaCCLe-!alK|v=C-CeOCK<Q)}xX
zRg33%--G)UPAKA~3IAb$)WrngB_((<dgHCwz|~MQtf=bHqqsOZd5z<*9`We;$MoH7
zMtz^P%(frh%z6Pcas^!@{Pq&uj#kThFWqqbOuPRaY~+0(Y?KS^lva0Za=orDmtrR&
zor}dyWOcb+SDh4~`w1k@A){N$f9%RTbE<_+pP2+B2$zo*ga7$uif~bp$WxGu^zQg#
z^o+Ash0R)b2B!Fv2Ev+E2jCF<?|nqcA*w}3U-T=hj?t9CgBC0bp^k&MZ;lzwfBCFp
z;czlr^SY2JR#do<n^Y$7a!~knA|}l$m~yal0XzY*`D$E-$VoMm5V6ZBgL~UB|0S`T
z>>uNbhe>tacbmO6=kQCGPn8LGnVqYmFN#sOTTYCmN6@Gg5k4Q2YV_Zdw)-QR({IkN
ze~c11aj=eg_aC}>>bS$jEJ5U~LIh5>mVR{iuO^kQdrd^*$^&q09bs^Lcowb{nyKo1
z&}w{LJI8T(t2!^B5-e%3iyTU~S=D03!+!KL{&U*s)b|C+zm%*Pjss{pkQ*MJ>ik}j
z&>`qjKU6LB73KqJ^qaJ*GVEp+vyhr4w;ZO>c0tAJ;kK$tlbXeUiRtaI%gdycZdQEB
zmC;qg4RdCu%CX)SJe%IJWyi#}Zlz#B1x(f62b&wIE9KiHl}=`|F!F|rUBhL=a)N)<
zeCp{J0HhB90>r+KtC~*^Pki^13ea>cdr7f;##J)~vk(=Ym~ZSgrif#|hlm{6w(Noa
zR8=G1d?}qvn5-ZM9B6Fw5%bppk0GRN;Nil{c*f5cX(^UHFb>JMLFYCsck*woUCfWZ
zCIb(*0KEASgOBW1KI$}WJcGi=;lY(rlNwT@myarbv)nw_i|(UrZgjJ|c4TxTzi{9m
zNi=0#oQv%YQet9QD-PHg=|6_p7SBxBj>^m^dGys_l*dbtk<@TaVa<_jwIoLhbCExc
z!!N_dE2MfL8o16a3azN)Cu$C7)n}@fM{W}#7I_k8=Z=0a@L=G`y!v@O%!bvsCo_&{
zvf?AFLjn}?aB>n4!l~@<?w*diasX;sVPJHTE-9v$@y<Q^Cb<)N6w!`(LKjC*Q8MqJ
z@E;Va^mK8W^`Gp?oP_qzL-;JoBVOA^g3Lf0(nN)j^HURRMDa|7L<$!HM-nkz3^4Bu
z4;^QweOWXgz(#LPI$c`v^Zcb>ZU>m~_dW(TBR_4bfYyw_NCk`(2PM(*$We!~bEVtU
z=m%IyQOOceD`G$yI|#?STdIPSHks~{NIv9>m4w_wvLMO?x0kGP)Ao}LOy_V3R+l^>
z5V#ny3_zZH#B>rNDXQqLN^$FsIoVe`rfJG!)ZIKhxR~*M<O(LGEfDTwLAAC=jjP_P
zE_KFgBWkPVs_Q6~n;RVqWhOFHVrM0<$LWGsk@S{g6y482D8M>ksfIXO3$c+_zuOfr
zHO0;JN5M=MrCb$NT54))P}oU!<zR(E^vqC;8J<^|BVI3Mp2gVVV;N&qiK^)YuW2OM
ziG5aDk6<Ec6H~Tr*im#1i5meB8xhUa&Ab>dVE(8ga(vA%;+^~rX`4Cg1$H7*O`2w^
zQ`h0Zc-yyzNO;-)j7x;$fFuSmDSnBsp&j>QgQ-$3?%@(!$VT~jtJ|1M0OPL6g>o{_
zLlJVMOMq-z1zp_Y*!kv3|BT?S{vG`LrfWEJbJ~MrO>9Rtk36|sY?=^h|NS`ChEfku
z<dfHs?xy<{6x%<>nd0m5hVReSK*218ghK#3XhLnEwmqS5s*>*ll0&e+QogENLwx&t
z3egT?z~VJEudGu~DtG_0mprUlRKTDW9_wF;U&%{iEGJhak>0nC)_g+YgL%;GSmAih
zN-rzws(o}lP19r4x>AdILF>?}m~BOds>=@{5|Y6QKTR>gs;0Y+ukY_srm2g_c~?C|
zIQtvPb<>eDEI_2#Hw^XxM?^Mp5%hi(<m~SU@=eZg@Srm6JExCidyXXn@Ua?lQQ0Ga
z?eQPItAF(FCmYDuT}`maUTe8E51<SJ`q%a9WilRwgHVO>I!_aa<UymRt!t0kf$W6!
zIhj9G!!Tq72hU9&TxMZz*17E?lZfe3Tx``;<U(Qnt|?oM=?>F&?Iby~g{J4bakRT0
zGx`N08r83p*~`G)y0!reYt=FnQ_pp;=Nn{>>dS^~l8%dkykt{``<AkDMi8_pw(V@J
z&v&QP<{P0ztfA!=^0%*UMvn4Z>Bo-80lox!{r8dXR8neJS7Z&w>oo#jhy6o_b$KqJ
zghARRX-VnHvuR&%PT#oi!>5hWKqAt%LBB_H0|n`q>yT$W2~$$opu`|wK>{(EW+*`*
zcK7G5Z2DjW1B?o2^Mq1vw7P-<84S)O-=6z<IcW7?xGW=k6k}gBQ{t~^qg6C=&-Yi1
zZDi!-qc#^*X#>~9$9_eur|35swK};tbm?q{rMDhB0ES%d0NQcK@V_*-t@ZGJhOa3Q
zI*Z$%uG1P9f;QcAjjK)bAS(T60CGI9KdNkA$<FGE|0`q~u~+y&)7wq-_BhN4T2;J}
zuKu9|XJ|x{mgjk$vL5!z_Egwlo*YM8pG|VO2H`Ese!TYZEKHSjGJ>z>3If>ijCOoz
zEy<pdnpPH(uEe<dj3tUh9HrY&4<GQ{zB=ox7x;YLDnpNgNb8GD(<(Bat2u?JSlCcw
z*$C(m$>2~z8fML%R-0l-knVAw`}R{<?!3|N9~T7m6k#;>+xxTXyb*fmZeSp+BAXu*
zacYvlhKwj%ou0!t|MvLWY{IrkShFurHc>S2r#&8!sZ%1FPMlwM=WQch9tI$nTMQ<9
zOFuoLvBwS4l>nh0JY1YN#<b(_8KJmfEjp{?dKkZU;%5zPQ8wpCF)=J&leBv;DPoME
z4b@8_irN{@n?a5-)#AKVsj|5~gfwBxOv>C{6ik8=fLsKR3pl`{UL-0GgnWSgAw5nx
z_8}nMsM^~^|Eqw2L=zzm6%~iHM#)~4YzEfN+cGCs19?$v#F^*m_LWn)bGa>fp<DIo
z^oa|l;#D4l^zi)7uBCC(Sz)Y%k%duoNVb?!^ruAHhxE)OTKsIn0yB(ga$5qhl8TPg
zuC6hIJk>9+rek(4E^0DV3pM}}i4iaLih+@H{fc+*dF(9}^G=*z#2_Xz$#{Tw_iYbR
zzt>G(dl^omF`d0yaG9Nxrdo+jFZEZ{sT~!@EhIIsgEETt7I_Enu4t$_Y&Y=R_EhH0
z5&_=m%j-lhMmdR>GgA_e^Vc1&PvU+y!~F&nY}Ga*d^Np^_fpGi4iuLQJ*9mPo<1t3
z%%J?}Y@Uz7&sEdK=|@lcCCqE#C!!t$mVs!#bfKXzQ%+<q0(dK_=-`55IArh$xBJ}<
zKHlc1t+-cp!jNzmvCYwmFAFEGbV$(TP)rgbJ%XsW>DOZ8>;|HGQrJ_so8R<wC(Wd>
z$ed0Yz0uXqW(_U*!c%FPVe`!OiqB43&FGT$cYd7hg8At*pQMp-^#x#pI}CZ2`<tL2
zOv`w|FM)EPaHu^Ik}4-;R2|2`EA5yetC(@=$WSn2F~a+%H>!PhQ~7n`hlO4JS?l80
zZT>Omm1~ooYXSbiw;JQ}%GNySWS{JpZ)9LCTRDAqh~S00r$0T*_Kits66>UzZO!CL
z$F(M?Pv`Uj<Dqg8DxxG8&ALKoUhVGv!ObYV!S*UW&5GwR1)+6BSwkK8t`Cgqf_}O7
z+?bqBsd36QF7&<!_qVk^cu@%3%Q&-5$R8i7`82PEEQ?XZR~aKTK0O>=IC!+p`aqca
z_{j(><WfODuXWm!Jodz?IDf|Q6?OI?#cwNOkRPMAfB9neFg)_L;2XIx$|@xUmQ1F-
zLat^rKN<3!%Zue1tnuzOcl9YIZnC}22MlX*=*ms|HcG&fZk~q)S*w*YKf~{8=BaFi
zl);`WSHGMX4-}pD{5lJD)I8w(s+-HjQ1Ofg!$#4!1$DsAIILOW*8RKUI+v})NY{1|
ztI@4jy{jg2wOH_NjgoKZj|ippH>DR@e_1(fp2{Jb^@=AUv=QpSsxg6(g3Sq#8S~9`
zIpK!2=#3apqeBHa=Wv9ZD6-7-8C^XcL+)T-&3}>MN&2!=+UeKdhLtY*r0a?|+qJ!y
zPOPY%F)y=j**lo*;wjRl1={0>(x^cr!P$vY?RHYc$6F8px=!L~go0BoC^9t)kD@^A
zX4_$TC4BYKNng==w`ikNnM9b-!~Izs+XRW?vO_`vm^vQrJjUtPhh6ToaP)A{g^~&0
zcj$=%%S>nKi2-kqxx;v)+v)Q$D955CzU^G7f~_4uPnp9xu7+26Ze9g1G&SBAtGZNs
z3BQQeh+g*+7}29eLk>v+LJ3@el4U7u<|x{Ny+Oi)#OonsLSnt|B6S4fSVc!P7*J_M
zSk+v!G@%uXR%w2dq7(6r_f4qHDoje&CA7T+=4kJM$@otC!Wp1Jc@#m!`cGn5tY*`C
z&pbBU?4fK-PshG94L*U`D74n72fc;~Ja-Xy+57g&#xPJA4@K;sbdzv^TWy3aAhfQ!
z2f);{MrUBRk0)fUX_9L92CrW@7FW2x`HPpuh{6k{4G(Y-sBrU>(+)`tN3F^DHWiv*
zObjm7BA<>z4#^V;OTbn+I7h=#N~l5S5I;OJ-H0L5fhPJNY%wn`FS|#p>Q-daU)9Ga
zJJWSS;<5y#a{OBV_^?nQykX6GIFD>)vUI#y{j&{*XXNc=Pps-xY$frfpwYe8)RxUh
zL=sUArhu3B6(K9lb7K}l!Hr)v@n&KdK}Q7br2E|EG0}B^DTGb-Wle`+7o5}7QjUaz
zFdf8C*Um{xb`A0t4w<P(f2s;yeH`IPuq6YKS0?rQijG4=VuD&j83B~!T+71jb$35p
zWVf1NfF0t-oc|NnHE<|<C>7k2J>NPEvYJ9F&I+ikV!9c2WW`6n!-6oQpQ|8bfUB0-
zY*>6i94t(v`j-{%2oE+CHoPE9FC~j|oOuNga;g=6z@E$3YqczPn}e8<+AcQEYsD1d
z-J^BHx6S1g<bk0;Ul6~2f#<$*NU^U~RrOTh6)nVL)_J01zOTPDF=*AO5(pDI=t~x|
z#`pU?_CY`A4#>Bc;qy9ln48S`8pV}w_&<M+Cj7Ou4+?o3b8;TvG2cPl7A9WyQ3^c*
z50&Un)JF4zMz6OclhOztZST}T_fvg0{>(6KY8ZEK_@Zn#C(%fu2}pPhAsxS<id>3g
zCy7Av*HCaLa8$V6=PwoFX3+X6EgD~=&SxHzK7zSI-h@nSLPQa6C6lxHx4N^rm$Ic%
zC&HH|lj{gx1&kj9cMmqR?{*2rTQ4jN#mJ?&Rs-CWlbGw!1Q&U-)4w^#-(Vyt+cGP7
zai(nq76}|KEV;8aM^zyYxLCPxv4a|kWi+pFLJzl5BA!o^wX<fpp7Thq0Nl6Dn0AtG
zY))}yTWq4!DE_<fbKuxUN@#S;Q(fK#cYe&B<-m4w?a^kMN>l9@vsqyCNw(Yu>Wn1?
z2nxblLne{isw>@$<T#}xoNT~x-HP*AOk0M?x~>T3zWHcaEiQ3TE5vxDp{Q_d{5d8B
zlh>xU-%<4E`q}CBZ=9(526Mz1lHfuV!D67xvIkVk<|(Qu7?|!dmtBExP(OM^!nL*K
zJ@+K(4UIp<$)<L8=<?Wimz96f*V1P{+$o`)LNkk75A~Bx1$F}$biSNC`WA8g;ggA!
zGyKfpPxyeZL>L+Qt_okknLpl#=ZdvLgh028d{f@k9S%B>Cj6HAa36_qxrw~-li^8T
zkTqm{!3l(1_#SoWp%9?ix4EJwB8Odc)=PdK50Gai6JF`F+;bQU{BH{1b+b}4hKee#
zY)gwc2~EB1iSTy1$vR|>Z*u}{P%<hHz_6nUrQ30IHdUedP+w=c60;7#A{jFXem|-P
zj|Wdm`6C}iHqh23zKZ@H3b4bjqX^GHpzODdklXG(zd{(mm!R-z;VRjpwyB$w)6g`_
zpU5Guw8)z?VR+YhkCldmVBIQOSj-GJ!bcrq#gRaC%hp>VMMix1!2#@i`H<IT#-y^K
zA%VkW@SWpf!PKYn1O5aQ1rj=&*yBh36W(s$F_sOL#5{g5HB=Rk&qmLkWus=c6FEZ+
z#@O15meR>Vl)vU;mr1a8Z|7^U;tZOs!*fMvS$}}ZM2$5y+X@w}k^22QOo@mZH*2Y(
z3aCp>sF$^**Yhvbh~@~Z9#ucZDxi`5wDyP#@vwcBcdcG~aiq4>_nixZ&)Q?bZy8$&
zYaZ@w;2uuL#Cm_Ge^13~00mn333?svt&2}vc4g_R46WQdxyN9G&(mW^HliOM+3Y(?
zCB}d%6kxADu7%4@zru&}#Xuy(xNg=y<U@jvBD;$U#7j>DUscAXBR96E$v27+A5xox
z&g<l4%|Z9|*_w<<6=AS$>lgKX?&UjA{^>{mQ0Lr%lPN{J_yRtgUa#Z4gC>DUb|tty
z5H6inPsw|<l55W4la$4%$Oko_S<f!E<u_>?bW1U~Ij7{9GRFNHje8{68y-Mz<1e%G
zQr;HWAO1E1%l392Dv_7`0)ig>_4OuWVhA$?n#oP@r^wSoMqv9ORe9E>l^jN?<i(M$
zfAWn$1}_CfuEn<Dx))ttC)g(f;ap2taqcCqn^ylY<xph5w{tBz9NSMwg3B!!R%m51
zUtLBH^$vKOpUv>hkMty8IG~Qv>HzbV!?*64+|C$2T^;YptxBuw3dqW>>#Fz<t3VFk
zF{@i9PoBy(`dCdop9qSJt<bnVt+_aj*fe19aFUnp?!~^Iq!&>Nf2IxeGi&rpS&;hG
ztJeT>^@T5thbJ>{zHVqL2B8KgRapmU{(AM!?^%_8>{5)C2ZCbCdgwI6W(^3E(|x4o
zWSYrOz`Lxia2hS8_;Z=@uS8pkV2kbU#06|9@t4z-D9xMD!GcsUCCm)Xl>YU-TKc^F
zCIw9`d1d+NBxSzT@Yy(mYLm3-w@d4RE7@T!k;rTY9u^fpACZq{fb;q|pfEUBX16NX
zc2=0Hhl6UxH$LFnjc2^FP%xEee?Ge2!)LiQg5fnjn|mJbo=kc?{CpCkpFR#jG8;rD
zpfGBE5{=khM>@=P75)XIp3Pr*GlaH&_%7{%GX<a<`H%9GkKi2Opy?kgu-p9@7V$&Y
zniO*LAN%&UIo|GakkP2WAj4U?Ii)}6&nh?Kg?nOep<DC5+(f6R<%<j{ZYI9xnwE4=
z9UeswgX_1*(QrMTxaj-8E@sGqWMYK+W5EEPe;ofb?iS_!w(U)Cqe+8OX?3`zsNMLi
zKJJ4oB1wLFD!D>b^}*ysK4jp_Mpif2X&6djVQ`|`Tac`x#j7J~a_x50vXUV-P3F~8
zz3-!|7Pj^m`)RPmYu#oq?v<Id+S_C@KmUwsojbD=cBe7G*=pWQb3gjAy`btje3<R?
zE9@THC`=U@mvAVf4~NcKIRz<MO|CyK%`JYRJB%WHn~XY0iMsN=vstHmIGE!$wT*EX
zUO<>ggP&O8<i2=P%g`6pb@NWin!D;_t4=-jjC{RG7WdlPR#mleziJy(bm=a*wF*MV
z#L=qmsMeL$`q|h_8{+|R?)q#0W5H=sYH_rAVd674ShzyIG-S1Glu0MuNLdpZ+bD6&
z<p;S~LYEUrA}pB=8S$v0GeKr<Rjn{}k>^%B_sLa$Cg??*Qk)5M{+Wmh8@Xv~nV!iU
zUGEoXCo8Kif4IXfPFJVBK*xRoyc(J;xsmci-V)e}@vEq_Hj1`UGuIlZP2t4j8CZGw
zO8@*V<5g}y+F12+xd;??tcB&nqkDGnx$net>av#^+1+}ofz?<1aFE!o7%Y`n_v4ED
zahRq@;VX|&@n7PUB#<+$c#hmLaIWF=hQI0)!g-|V>LAVx_S<Z#uG4jSe2=|GR%h+9
zlG46a^xU4_OdHTsTq&Xn?8;=2)S3`BlnW6P@qJ^8??{U#WUiOobtQTWw&;MCmw__!
z-34!d`Ndi+NhA6#2H8Zv0FNgNh^xC^#_C+V;mRFjK?bw^Jf!f`E_Nrd*e;=RdnKvN
z1;l7EJ@>l@(|2u&S41*rf0SP3#3QxbuTnlBtW(%|e9+D~mHNIG<CK%OYm_`7BzS7h
zkgeKg?8xc*HL$MQHQ&ei!NrSf&FM)%4{uk*Bo*heaFq3m;tf)t{e$`sWos~Tkyb*d
z&hs)OhBLdH0f&8EyTziGpm1^E4Q2^)pz_JmD_t4oa@E{?(zkv0^Ltf2o${v3j%Xim
zObTkvyau_Dfl-JEEdGrj;!(+;s=$6Q8w)7B%|(o)@}TrUTiM!hk-gSw{$%|!jgh!T
zhT5`(!Q%)N-nh32E)-MXWvHDi5E2%=KN0348cOeWW?%s^ad{>czs49xLrCm=2UxPw
z*BH6i`6e>gutxJ>W#WB66>hQ#pW+Igb+*u6Kz3rc$q}sEBJ8lXn$RlL&Bpntm}2>=
z>yQ9<!e?K5$Qn3Xo4P$WUvOcpW4x)d&bILuVq{oH8&*8#WnqH@jZKkd#=9Bz0}gn>
zh4kFb!!Ka6!w=9PwV=qalsxvOyJ_QIaFPm#5~+V_&wtzv$Ewp!LNc_<#+Ur{L5rL)
zN>LY?jGGMu!lNXtwKJ=t{L!~vDOxs_f@fTqQB@KdVXBZ0l6X8{W=wgDtO$i}vsw8*
zm=PS=ZQ|7Qdd8d=HNXIn|E#c_-^(C2Fe-efv9RFXjLy2{REm$)PZwMeyOnv-VAc{%
zlTN*oL}R~7`kjghKW$!hDuMfO5(!&abX4neLMX35`h6hzrreN~n;eh8e)T}`XVUVw
zB#AIeLa$y9v>vJr6Gxzo(3pqT0OZ3t^ts}s*S!awGJgjFg+b>@JsFVleSJIhTBmR7
zgUC0JNQ4X^-nhkx?EX%CqzXx(Jg9a7cHTH;{k?S!WmloG=dIs~&CqebO*`OldOrS4
z3WeMPKF!QoWhjprC#u>O@*@QedC+ljj?3A>;t!)M9hOa8SjAm5ZzN-{z`g{$KQq;A
z6;|pC@I{NKDGAjpw95V7evXhYR10+G7QYGIIG7waK-!Fn(wW0Ll+DxEIi#hrjFyEr
zvS)m?%0YRh6)u&Df|_t}a6oa6ypX?U!w>>-fo75kNeqql&^?b_qqk)~FP8L&*|u_`
zdt2y&-1C~woCaTgmN{vrj_@BzvVS5RH(}i`S@$GW@kd=pwP#{`)l)@3{b4{e{KK<w
zRJTA_8a^ccx|E&u998zy;;-5bt?JUXk8n|vWD+6^Rr6!8ZkH)AdE$z%0F0%p_57iA
z=|S4IW`9ptiBbc@^g$iK4DH8r5qa`{@4A3t)AyvQp7XYYlwOVs7B)dkaz4B|b*=qk
zEX@__16u#fuoC4bF7{Lri9h3|pLX61G1zpLa_#QUg~LiMgFucKmgT9(F<R3s&`6_Y
z>(k;waOUzZXP7{<>$OB715CiGm!Vm1pQD3B;cNj0Uh@mQ2q7@IPoEfKHQG{B^CPtc
z4LS3HV_o|jmD;gz5~9Y*;zf>c%qu9G5c4@#r%`t6h<!Wc>xGWsxWz`Vc3imf=9WHD
za+R#qIe>4#;I4M*+&;<haHn*F;UxtV97apm0#Oap;NY8H+*62J)WTRlJ8cdq=O$|}
zVW)+0KmsRBgolKmUpb?_p)eq&%XQhVQ;ALW+8BRhQ?y{oJM|rbWbAzv9_e5kE<eES
z_h(m6G8!HnWcvVOyS6rb+{hOZ^&@ANk5u@Ff0$p8PwVMd{YI(EhDsDfsUs2RLk>e&
zwc(qcwDaSqvX8~&Y>fibTLcV643?k)Uo6sL{q=eJ`;u#4W>f*2rj9&R;?Ht@MF8Uz
zFNiA{Tqfl||6)QBCTPmNRCi`DwU#eRGgEWy%=aDb^hGF;KC1+tfhPnP(od{|#z#a9
zarMDj&Qx}19!Agc^eIQwx>e2$(aAl&P39ATVOcS-FCoC-N#VKvkg<sHdV!$Vx156j
zSV<3CxT*s?#tPfJ?tg>3Rox}}j5ne2VdaV1zLbuFFgE|b^_sj<WmreI$GH2P*h%20
zJb!NOOd7)Umlimf=bl4W-|b7JxzN&Lk!^O;hWoF_)9E@jk9=?7{Uw8Wwa0gF3Cf#Q
zv;5MF^G2oio2MU54G&f5BF=_K{Mk1c=S_8`2j}86hZHigK0MX+lnjqjPoU~Fe`Ovv
zVfe9-)j!M|R2H56JuaChG_fD_G~IjTZJekp<SM(V4l~w)+tDPj&e289-DsfW4*(9>
zEiMqvf@92Jjd))zi}aMu{!4`@USTMrlh5?ei~(BC*2Bg&JS0e><(2pdJr2(e%8B|N
z@zKVZrF!VFW_Syi?)@>LBbcU=R6<YrvAkF*j9ojc63nZ@_6hR?^i*|LBK#!-DUW<>
zTNAR-X6JMEbI{RD-Zy$2FWj4>!M<<1Eq)WUbO&Acf3unbA(5MYCs46VWKpB(G20BG
zFpM(oQ)RPel{$WJ0A3MOSeX83@NMVST<WVi3uYmB`p|U9_IhE45c*MVpdhJ0JxE#<
zu`t+lA9UK&2-(-&!%F5%k+Fp2@B>6U|59kvOwBCN)*QUB^N0sTjR@_w)wi<~ZKGY)
z3I4bw5_nKW*YU^hYRV*upS+iU*aDDtvKp@^wNLvu3#JAO*B&$1)id!k%2Bz>MblZ*
zS$N<Pif+c7$UbRJ&KK!^b?yY}Ugmv0GG2Gh7YOKuochIzDluIU>v<Qtzk22h*jFrp
z3-t%4sc_3OSn-JZ#5fIGBq?{49u)5EMbfwXqM;r#jd>UPT3J|l@>(&(izv#nUhfu*
z*|5E3K4gBB61L)5@0J8JOQU-tX^weYLmNF_XV}&`?16Rxajxo^q9G=;DZz1_pO|V2
z9s{9Be4!+J3ox0Y+ES6>|Iw5xggDjP2ZRP#0+sJxQ%`kVUDk=Gk=m5fA?x$a`1T6)
zl`3^WK?I@X4ZuXwOhuMb73v-Z=9GymfRR3S3bKv48jFbykl{V~_(OIN^cskVYXS9h
z?;U4fF+`(Osu?6`^gA6yRWrT#QG!ihnsTi#W&ox;R4=KaviSQ0lo?w+2vFugA^FP&
zr2$uk8CVD|M3IvM#16SSyy+PDk-~Lc+`QP><{D-D%Jtxpr-pL|BI#X71zx1%2;RuC
z(N<JF1Oo1p%@>`<nvL)FChV)nK)GyEwmwf$JgN|1#Cq`K2nUT>n#yd-ch)?@Fe~we
z(WEfpiu~>k4?t4-JsEEBC8dmB1*}TgSau;i4$+!gVCY);35TN#LZeOe#3$tZgn$Ex
zAcF-1&=5|V1@cw&4Ly!;IWdC4P~I_L&~()--_h2`&RD1CFBbfWaPsRbQKZRPB%b3`
z(h+faCO9R)K(oM6OW!qgL-2*8F?P8jC>-vz1IyyXb)u?JD(uc8t)txam%Z=BMt=D^
zG(e%QjgPL2o^|C0wa7q|^pt<OUwO4Tfl&7*=FVb&Hda>S9sfzuY#UMzVB^HPm2lKz
zXV^nNIjr<KPCWWd-2>Ros!q5r?(V^B?q-MMDYDWwctgSxXm)kZ^3h8r6J%Kp0Jph6
zg+PR?_alPss3+XsBx&{F8@yoxb`;m)#BA3mTe~86cX!#eOIy8502z5H9B}z*XV(Kv
zv2Rw&L=4jNj7$;ESAR6}hoCR<awhV}jzGgdeNS5lJaG*_D!V=j{xgBmM@p(MMVlC;
z)ngeP4jThWM{boPp&%Dwf8`sQhzei<1&(Jo-&j9Y4MKI<nJjCWEp}u9k8zA5hbn{)
z4Tmat;9dckNvROEpUx!;->KxZT38XeFm?!8keML%IU#6?&UiZL+yGoBpAwXR<woT?
zh9{H~%uOF71&Cri9e;OnLXhjA_rlUqt8JzTQ**eozNl`J{EqjZWM)OT5{Oij^fCrQ
zuXbV+f&^xKPzS2ZSJ%d~+6jReAlN|SP~ZAI8S4*A4oD89Wq1e*w+e`p1x{$Pl{8RI
zhKX5;l@EkWxsIINUrQ#i>#xOkHT3^T!bupDs86bb8in+7y)W)3U$)R1t(i+OF4nO>
z=q+x~oW!lfAz)xJ;UlwtH1t#FGEqH<y6SMhrG|3@TRpvdQd}Lbq-Wj8A-}G1v_IGi
ziqP;62Luz+T!bHK@;Sx0Z$iZ@Phc2i@NlIuZIz82oz+bn!pfwTK<Y*1@|hknlH5nL
zFu)%^Um^dzA+eQ+F6|Y}zy_=-v>baeI^1R|>%W$pf`j3ZLz$sea3WO`{OK&DTfoFW
z?XrXAr!g676-GqFb{+zUyq-zF*N;4((IBn!A^AI%rl$qHJbDi+VOuq*f{`$seIrUL
zwBKA@DICEtK65g)fh$DesHLH@8UZ!-habWF8(pjNyM1BgcA?_E+D{C$*PmcBY-EWR
zpZv&FxXCc1*;$P=c#~ngJz2>XR+Q*EVF(!{$#3g_&W#hZYu*~XvzsiYjiP)`pQnoS
z_k6;FH|Uh4COS}lYOG~esyU2Xfj3H0?@dm=PJJTota;1XWI}peQF~;teF4Pst)b$6
zwk}7m3o}&W2QkD7<l+`|r_J-P<qfqshZ(|T9N??@OROIJ18I~MV~_NIX9IoWh)Zoz
zvZ<&j6Zz@2Ur1xbZRNc3Lh^<Xf--XZCG3o2vEU#Ufuz&>GXq1_`)w|X$1d`?uXd_;
zQd8TziB<f)1KUqnU&PP(t5TaX*pQ_j*jr>%;|>PM#*RM)>sbbzXMJ{KnRT$yBWMC-
zxyLYVKUMFl!(FULM(;bGXz$#=bcTX@Tulf%7heT44v9`8(($-F;e-i+z<@|c5qjjj
z%qpolc0FUXCpT_l%9MNp9`Y1S9fd6a<kd9nSoQh%Qg>^O7l{3882zCj1OX0?yDxxZ
z2kbwk`W^lX-)#rOWl*JV9@Rd1N}Hw+6jd<V7InE3n0jUX&50V;uXl<OXX0;o0f<w6
zuQvd>`u6H=QT^&akfiJJ8)78AkblL7BLr@Kr%qkUzeTym11W8Cy7RXrYl93d(x9OQ
zdtkscLk{%+zT`540*)p8khL?yrRJX|h{b-z{-2=_;4Tb44T1rxiwq*ZDUa!npT|Ae
zeW4kz2Tx)VfW#F7?)k-E(ltf_vNN(5_9u)%Jqa9#R73@n3nBm3z!jvtz%C46iBqHg
zWQnt1&L8xOe1Rko!9ONIR>E-pgaVMdjQ@2~x99V5Dk0yP$Jl?yS3r3|AVI@^fa)lM
z4J3_YKH%f=0DFC2LdZbK{|uFhA`fKm_OZCaF$7?i{~Ia`FOCRn)6NZC(AEATeGZSd
zGr|h;+X^FIDBSQ6QQx%xE#dx`!~Q!`{&)Hfu=X>|uV*C{|1@t)<yA!Xt5B@p`m6p6
z;{00~;Rru|V!Z@_alQN<ygnCqjkVVnod%^o^oIWpaaX+{iK4!}JHY>3=Dz@g{~c5o
zo!r*@2)#h^?*<$G3ao!8bM@9TzAF!7Y-8l;<Y26C{eER@U;)Fxh);+Ae!<8@$HMk^
zDf91AE-rjpDPtQ`Co_Bo7C@N-KCP0QoiRSGnyi6^v7r+_t)jDm(;p?`*7~M^8>;3;
z0AW@Jc6?efV{=n8CwvA5I(%9|TPs@!MLT^%V;EW?V;6HnV^IfvH+))g8z*B2J6kJ#
zCu4jk2WP+o1k9Zr<%}H!ZLRHWZH#T4@Y(QbMa-=LVu0UwIU!?1TO(t99v+zARrvyZ
zGC}_Vhz<^{a&Ng3!<UmJ3NFqA$i|Lgv5>RzijeOc5HJWB)JOdDEWXg+mw%W2zYBn3
z{+|;5k5od3ZwF|f)g1Z12;28yd=FbzM%KTBmi1o*E!&?#D}&F7Ps{%vL^kh{_B#X>
zL<RoWu~izyEeXp1F<?D(k{lX?*bF8LT$t)~CrntXW)LzlNH_?_!nH9qI5J|}f#4DJ
z*sA8EHOdWb5DQwoL6$#0ROdQA7zp8JYOA0EI2NSK-lD51uL*=*Qb<|C3eXVh^Z-r&
z;_e*F71O3a0#T5Gl)U9vsu=aWNZdIuzm9qx60dog$0N^!OnZCA3I`TM=3d-DFJoJs
z;=*rqV!p}cg~nS*l?8_Z;vN!I%u;DrMD`t-2uQ5#=-972snv_UiqIHGi(nftNKcON
z<90M`EgkCApWQ;l5ktrDg1%)bMf?8>LaA1LV~dk?9-3y+q0UfQR3ke3N&f>SS`SK4
z1PsX_zfSZ4B)F)}_82XMG*sT0IldtNrl}B<P*Qb9J<5NFJ*od9-5#N)%7ym(WI~xr
zD;Qx6-@3l)a2k;79p8Cjv2+?}cWB2+bs0v8Bi^XM^2>Zv9V1@VHn=YK{#!-K9Mc9n
z1czw+ji<4Cn&sDwueWlKz{IZR8~?)W@8<lYwPvIH+w4rg%QOM4si2^MzN4`bKEt~&
zDBx@VCB#VgTj(DRIwSobGXKlQHBVjB5sMkab6xiWF-B@RX{dO(tcI%=1p@<$kq$!V
zaccpd{wD9jAMPzWqbJH`o^n`67=E;-4CQRnm3@7Z?1bn=Afo5Pc1Wy=!mq|$frMP+
z!7t(|m@oX4pS%_vlC6T9GfuwORLGj?(36;n`w!8NC0}G?#!R46noW8%<8V*BR2Q4P
z7O^AGy!I|dxMY&o^WO5_Y>gVkka%)ucfC|S42Vd6`XMrRJIUReJ<s$Q+J@5^5bDvd
zq23e1L6|*L!r;^g15-MnW7I1TVWg}~3^Ud+7;gkeNk2J;e;SxnA3*Ueazu)G%I`h3
zn`=MD?nXK?*J;8(7=nTaOR9_40#^;O3|B4z`h>h$09rh4>6Tc}QygOct6-qiIU85=
zGj3mY%_*y_(Jhuu-_>d_{$cZsOA_P5iRofetaz^!w4pzZI)&KGwlL$^_kkpbK3s#f
zF*U<H8ab6wL2@2>HBor{lLhW*>ZS50DC&q4(;01oEa=+iMR|E}r#5X{*P6DUH(r9W
zN26q4KiQf$>5R5mz+&Qmzme%iu9t8jE$ICGH0xBCwJL}*8^EM`iNS2@X2TRtn%kiG
zV>gFJVpgnsc7punb(j0;W^{IA_$Z|lJxzscsp(v)pCqd!l8aWPzYAII&5i4U>D5uh
zwR-SNd)lPOUiQukd+Z=)6~6rv5~u5wL8Ja~1I{i<jF&Pjr%#D)&tZ%2_f$h>tpTo+
z=i^=?IeoEK@(>uVV{llBT<HF3kGl<rCN<vCj_g+wA)QRB&udgse2If!IdTRc&lVwk
zB7m@zBBMEQ5_?Ag?9-P?5yH+9M2wR#Eh@cIQwHu)70xB^{HM{c2M4+XNc(BqozW<0
zqMwg8vvC|O75b3`ZMF#G7fey6DX1z@zeqPTV@~2Z(o8y;DGTd?wpBnSqPnH`TfucG
z!NJ92W=&H!=U-Ta=$JQUjO70qE`F)<2F|L)Nq{NZCQRmw<Q%}Aab{n)sqFBmUA4ZA
zS@mdLnp)+>L9LcEKy7M}Ks}M*Mm=>E-EIaP1My`d2U*Da0X5tS-+f7FBFw;FPMCNG
zSmW2Ciw3wBXSf#9EvicVOc?q}gSFdIKFUkj;Par<EZDr%*v{ftsD|A=N)dx)%^i~H
zU%;ZSt29?+()QD(okLYd0{B<z3+RwhHyvYOXrs|b*LksKc8od^lUfb*%=BDS7`CU`
z71<fggjwWmXXSKY6FUPRWP6i0Gp7;y9mgC9j5*dkump?M%$a;sEwo3NXiCiw)aq8%
zMviQ(P4AWm4d9d)r@nCb*Ojo=Xvyx~T`ktMTjdEMk4_rS;t~%GsnXNY6?IfHVvfXo
z>*mLwDTIMk&|EF>p!5k3HUnixFZ)1s$TH!{bOY1tN+yI$Ikn=_12TAJpQSe!{g}hw
zJ%*Ofnql5t>9eR<8xfYzm}l?FT2khf@b!LoySTG|-tULIwukR+T#l|F3_(<@7t`Z}
zNFLGVAWQcLrU3MNlg|t7;lWAVzId#2El6yb@#x>!hZ$V6dBOc`?476qZRA9zGg~q8
z9!xf@F%)&~H)08UIL{t1prz9XCSNicSEt@AF`XWjs2&xB+ku`p={b0|P@K}W8^~zE
zE(yvxT%}JZosY|#qtf4R2<qWW>MfbwN94IQ;8W3T6W@MZ2dh!<t=1~y?IBk-8E|DG
zm1_*StBupOU9cow;9kP!%p>CVFI8D7M49AE8MH*Wj}0UoRY#<XDD69be-rR|Bgge(
zKc78$LcoJ)s@Qr{RKKMq{5I<7|M?0%Sh>XYZt{eXpBtLSZjtcg5RsBMD;&&c1u&5M
zLBa&|Z^A`<8ww*kY-;xbd6UH_-h@=hw_V>Tp_&oAe;6m2c^hjsa_ym``h_G8E}M|>
z@tE$14ij|9&;%7{l-t^Ev6HQ-d!4F83o=T8r7oeSSYM{HYA?9UR<%qG5VQl)xT6}<
z8dx{biO(_Ph=jFct9I<`2{z!uK;j%b3X~CdP-6Px2{U{PTUat{Bweu-0|g0uk#qsW
zCKrej*g#{iGHy@o0KNqW!%Z&sF=6e-8}5w5UU|+8-L$37KxjEamks~Q3fN~D^y_`<
zg22+eWnL$$GaQYWMc8=VPu8jiFq$qz{pPQJS0Z|=KI8H~xVlZvd)qkpM8&2Kx+Wz%
zcI&|4+BU*Te<U=}i_Dx@Px-ma7F}?3NN*%3$ChBMA<UG^*_&*gh6Q=s=XT=}z~%|d
z*dA5NEtG{d%Y5>x-?<)LYRh~^fPfU?`yczwKf1d2ev_V+p82mn5dcyC>`dSL#6MAu
z+#e7|PT%1jcf2Db0NznBcC>YNFf?|=XJq)ZM9>xhT5OyE1@FBoKt$Tu$Xs8*_6v;W
zdjShQ13oJ|gZ4W@`Hiyv_~-lk-(Mx?U~8yo?1T^KujPb90IxRw;)JjLPl$y7E+*(m
zkN;;c&cg%9(g5%LqgY9a9)O4duZ5viQewiV|J{izDY4?yzh?sP2u+C{pYhMHfB)-W
zQ0@JpBG&ZyjDLy&ZvEo}|4Jg>g?<A*#&-}1c-+4NU;k4SC}Qhi{r<HM*6$jHp$FhO
zfMW19Ss4I12|GSB6QEKIbb#9aL#@AorKp3gv)vzcR0Pz)LEpyF?%fcE0F)@G2*dcN
zE@;Jn!$e7Z6MZYkcNqAekRYWJloGiT9qSY$Q(X;{Djh@p45Km~ef0z*9UYw#9ev$Q
zHIo9lgff)sfZ_y#7`229H93X!h&=fam<4E&A{~%G0fUlaL$o96HMe6piq>VP%Z5UU
zrI|^lsX;D~ybYW@E)<Zj0Ac07aI(KZGd<nkIXUBBdHTOH{2z!Jkb(d4EBO0Y{M{A)
zX)<wZMtr8<jwWu+0K@oaO8=kC_s9Le{Oh;*0Gj^O8~(TOIurBXcpYG~f1q-hKT-LA
z;CFnc-(m1B1aL}P09ZFPwsUgUw*s&M()x~;_)Nb;=f8*YF#j7+e!1Co?@gZW6G#pL
z-2{Q%_5P%f3yAg!p80E@<p!ZT%cn6hAAZ4IGq!0uyQr{$Kt`a5ys{tvqc#4h{<}(;
zS^kc~zq03lI{AAe@E$Y&RV}g70a%Uyzk2!|VgFzBbnFSKrPROlx_0(Dn&2L@f`yzT
z&UCWt)ksR;TM#Tx#VV3RnvBt0sW*?|P8)<niFT|lL{)jGgNWKpD4bj|px~mfj)t~i
zobbkIIyRPWU4bvW!ruPSd7PT$YLb4Ho@Ba~#O`=|JP6|T_c?Cg-VbXdhDv2tOlW@I
z0-WRf_aScQGejK)k|bFgEs1~=5&k@EZUd@;86>r-;bwa;?)}i;KZN;=1v^j=qjB*r
z$OUy5E&7Is5euZCxV)Ylq(X~THizh9&2f7XPYpbW+ZWt0FV8WY?TZvl?4^?#n{P#p
z6Vr)7(d}L6LnEgleX}LOu?4NfgqmK1i*^l?Lc`+GymmM81_*OdakHH4X}D<T&v*=n
z!a^8RtqVh08k}bnjE;*~HLV$NuogS6oT`rOP+9YzhkUwOkwa5L`uCu?B%ylx`xE4y
z!ww@asEb3-oMv|+yQYW9a}0v1tJ+YNk7uqF-)yh#&9#;0(T5IcXPOp9lbz6APnwcq
z$>QXw+Vi+)AhrvsTar~uc37f9dlpH(d{`O|B)wDYr37-No0z#RT37m5hZE@wRl=LD
zK&)e8H|oW2L`P-ED8u7(Nk>Qe%AcCF7PWer-#}R<q<ZrP$4A|CZ`Z6;Gs^RNRN4%-
zt>TtCBOKR8)p(`2OLsZ>bTkm%DaI2Sa(v-T-47Mc9zJ`odFDnA=hzR%1$mfgEVH94
z9_v$-MoQ|uz1m$iPDS_qvIF}}1acfl^{XpIX&>=*t%p%6sdQXsjs2#*%HjmqsCnT-
zf`fYQR!D(uFRG@ar+zhs$|zzMO_{4TDbAzo870Xc*3|7pCawJ*m9I9~*p#TiOV|EQ
zTn3dA_1omBH{fX5*UNQ(jJ{;J05a;2qrJH)Q#HzwOCe2C4=sJ!lw~eV$w$>jXJ6tI
zZPmzFcew0JL&B@MFXsr<C7e1h>|NhH-u#!I&U$-=Mahb*N^>H0=TIwK%UigP)D=vW
zA~vmLwcEb@I-1}rjt`el7^(1^A-!_Q$#PP&pSKk|Iu%^@5Q1Z#c1=A`IY-_M%(!hP
zh2uEhURUSc`3bzu;q@%rQ^Y%<n#HQEJ0D0KHMq8atZBeq<Ei(|D!O4Vym7wSz3%ly
z{knt_*&5BVDSNNz=vsQ*xa4E?#Zv0_aE5+E=c|u+_4u-1+gI(MXPw0fC^eDJYUhTr
z;T`TzyVGpakmbrrQsC+Yt)FVKFGMB59(Ba!S68LiJtwkqW)fo(T5Rqkh{bDN98DuI
zs;(J^Y=^$Gm3IFmKJN|CEDyPz?K;xT?{$&GjghcwE~>psTD{uC{81R{`QNDe$MDFa
zZfzUxq~mnlv2EM7(Xnlt9oy;HPRBMnW<?d-w*A(9KYQ=v`+n80Rdv)FbB#H!ab9bV
zyU^8*b>?6-c?z5Jovf6!owYlc*T%QG?a7%b1NPTygU-L@o{s%f1~$#T^sb9AUk%kW
z>lv;bio&Y|{p0od6ZvN%NeQHP{|Jd*su6RU4Ra|rR)qx-Z}8$1DZs<4c_d%;RiXiG
z9?W8Mz|Ox?TCGNIfeHM|T5My|S1r%5r{I1ty6e!>8>Neu!}zB1Kda#BC)*IxsM&w_
zEA8k}(w#1}@mFVRG9^nCGtATvUr@%J3D5N`I}Qv<Mi|O<^Y@gLi@?mTZ^)60PT5yB
zf`yLEe8L3kk$9RB5-FPYYXU1zPAdn8%VT*Icyqo!+VHF57RO@$p7r=0>d>CLG<QFR
zlMv?uIqBcxUoOy+Hp)I~2GQh_u0E*&^65T25EwPn5la2CxG@AT3aO(vw!pqp5+*eT
zTgH4-h5%w<N!vJ`-%}d2IO7@6^g{lhe-`@Oj*D{rKpb7Z_N$iUbcAgspj#~k8;d3T
zq5@v+4C(6NOua_8$Mfbf+7wEum|-~mvG&vD^>fBI`4U*z0t~`Ao>y0Ie#t1mA6equ
zS$Wj<VxZ*p(i+L!nuMWqB>2+wv`*c{$rWHeOlR|<0KQF+Zdmd3WS54lP9^`sfQZB6
zzI|9S@Hk&a39ws+_aT>UWf&(K!3dtg_cL?2@5HH9i0@qdX#Sg{zBMcd_WEz{#*z#n
z%e&`cFKIh_^xF(US9PiF%ei_jXD*?w3}quMJq6St1+~k42R*4jPVXOAwBiBuQnkyf
zH*8~v!Ae!q>HKzNxplEs&SdwZy=d;<A2}#?;qbK%S{OPG2D#Aw;5bedNya+4-y1t-
z4gr5(P=(eAYUr89%RZN_=cim%-6xMZD-}1th$L$z^CHxpRsj=Znr6k_VFD5Ei&gIX
z)M{5@WeMmW7<~YqkLADoY!&5JL3}V7lV9US*|smMV9lSi=JGYv!8r4UDJ!tTHrMGy
z87Yn4oUYj1PL!)`CyI79p?kI!WOr7<S!!?Inp->w68I!W?X5Z*Z<c{q5L)~!B_xlK
z?#(UJnQ9joPP5ovT9JX}tG8KJkS|CDsKJYQvJ*=9Hz%=i!KmEK7OZXsJd4h&1a7&P
z{ZTbc)qSgI#~)^~3|TJlaD|EtmizS><gkK#khjVozDA%k+lKdQB&peW_z$(Du7W4%
zkoi&AeEa^oWOx@GdHdi=amgYom|bo~7WQn|Ozp*-FB8q>*tOS|C?d0kJ=)~S2}0Mi
zp7v~doZ)v-gm-uT(4?OslTM>iFKhaQ1&02O{mxERxBWY6eU16BEHMi#?evo3wJ@X7
zoLWBe&&un@bY1%BBzf`Bnj^DH9(}m8Kii3C1ug5}fA=fIZYR8M01}5QZhd{5c&&1H
zZ0IplRbTZg-FD|h3&p5O@~f+%_S~wq7(9@|+@ll7k`!RN<>f&V-_z+k5Qyt*jOc4`
zJTi31V7I|IzkG%l6wwr4p&b*E84~rDE|{-RGM}Tj{5UlH3TI<-mfX_r{yua6!F|2K
zQAzl7e+w#{yNpTSU<sjUm7I2zR`8_tG$h-ycH!+P9D}!4-|gj?VLgYvi8)6}bEAGS
zL9cL`_pHMY{!UyS28tTXjC6JUV16cS=HW-^QtOXsJA+)>_!7%?{To*5mVM)Der=ky
zL)s_ej-e$TM7`z*sVW&PUsyd{y?hZ=IDSSHbNihgcK9Z5IEtJw1s%;*QC2rt{hK=*
zz3-Nhw}g<t@rDoo&IWo1oo=&GAXTrSB8g*4U@5E_<*vm+)uY#i?#Y>He=I;P`BjV0
zTzp*hu3zid+{|tk7|J-crp;2bCUz_@ta8{SBYt0QU5h70@(V@6l1=s!iC5~@37Qpa
zm_Py(cD8i`V|+adcg2ojJ`mf0GVLaxd@ElawVH@Gh%JV~n>>qb^aS6wl@8{2Bj!h$
zXw4@g6%Bu<AH#M-nUwb_?28|T#9>|j0`pRFh!+JzPV$^fmg`A(ZG+rocNt1Oo2?Mh
zy)9ejYD@|BA+z2SLb#Qii~23k-{t(n96E31yRt~14vZUh4NGzXg3l8+z1Yqac?t#+
zRiMPK`3Vgx#D9`jbR#TjVKyU&Zs*fzkKfxPA-~(}E_xR}20wEeVZW6j%1s9I2p%Eq
z%MglZ7>XsZd^QG~wNFP$@;#K0xT@#;k127<F7bu?!eP=7eOQ8QT44%~W6YMv&>Y<i
zzj9XOVH~3;Aa*Z#tgR=1o52<(58>ku#_J$HhsW*4Ivwcxjdy_1L9KFWz-6t66bznM
zH7G>AJ3asco!0qVK^AV0F|Q35$uCn_o1F*x0pqnlBTxv5PSP`+tO)gHMIOs+JYlJ6
z@y|YpXTN*gR>X}t{{04u=uJkO%AEufeFyHEUfR2=l#Z}8vHdka4T4r~oVLdy7Q8{m
z<|wVyVjz>e>p&^uIZW6}BJN%MCtB7R61q3Z((D<M%E!j(AX?T6Rm;1-l3uko)<b#=
zQPvC<m}Kh5%??lNgNyjYFO&P)qgti_DOr3f!WrzEQ86*FxX|k)p_lIUR|t2xO`yIb
z-_uHYiQ`3X0K)7~X`>MbF;b|rvlXYdlH+0}*ko`q4+Z`*KE^b%&9{jqT}4@E2|edX
z<zwV}o+NlS0uE8=*^o{{82GZdzI~}mucMIPB=;G^)MEzHBi6N0OghrC5iikS8f9yz
z)jmiLdC=t4*&Uidxj9VC!pWGz1nqP-%^7hzt2XDz1#qtdPb{!R<T10c61EiVpbUXE
zRZOPJJ>?2)Y??o)S=6w??5uVy&>j2tq#>h>RVU2WtX1x*LDI+=-(BEirw8H2!(d4h
z&qa88xxlAMz$J=Il?#=GtzbY~Q2Xhy>7+r|`~;`6B!<-bIx`MG9UTo8$ym>I2){vX
z9M+wd8;eoMMEVawl1a3%yA(m)80dMXY<+I)t}lG6yU-pi`KN!!x)B?^54?9F%A7Hd
zis7_%UC2|A8B8oEhn!xG59@nabVoGc&>jR=b7B%1=xat^HS`#>qq5x_wZoPDd}#;V
z37f)(M5%{>b>9P8a32qx00RWuF{q4|N_&$9Xzd5-x5$%7`5&;$NmkJ>mV)vf1Dkf1
zt+KiOYkU3mAKbJM9%Xpsrl>i!%LJJ^KDR{rwh@tk!MmZ9=3z;rhc@x#{f)FF3$!S{
z?;llG4Mb5$t16CfkCQj;b2h}R1ZCh4$+BpLJvK4c)i(Prmg8_iX+fE!y!|+RIr?zD
zcT$3-<NnQq!tYyOFaS%6i(dph*x%h6u_Fr!ncRj^!+V5Cp^u|`V`fZ3vBvD!Lo$r^
zJ;B4%%1Fiy@};~S{E1Ym7B+*UmBe~VLPcZF!AzzI&kOU7*@(<9s1R}>{d}Xc>}%?$
z6mM^NMpXvmMf>>a#~;@!M4%8=7dCXEr>MJt(7*op$>M7a<Nss?**y4MA}DG>Il;IN
z6S(*}GL^2Qx<W2=Mbo?Atpdmtc(NK9%Isl{{B9_iL<JxH<hF5P9Sq3sSVk&;82W`_
zHQ?}|l6!Xt3z<Y^wC>FaLE+Vfi)QS4Q>(fiHjgNo=u3z)zysqH``w*XqVGZHgm*tx
zc^`_gscR%MlHO(fyDh)zGoRfQw#E@f7XFZQF!VL-jy9kSmN~OCf;~#BmE7HbfVxT(
zxn_9kZ~B&jh%<87pLZQ!=-G#wVW8pt1e<v;Ic533-qF`ot@`@I`5Hd2TkZ=3N^;+t
z$H9914%ldpm0&~AG1@L8nT*NS7k#Bo)|&R9aTUVCGu|wnV4ul>{^~3`9!5DZ=1T=1
zz1E@}=f97na=}+xe(zWDPqIYW=*_6sHEGhxv`D415ru%pOR>5!S2#RXk?zK@BVlRp
z(x6(PN_)eiNrb3jB^x>aD~7cP2YdA$>glUlL~KZ<(%i^}w^|rArri0v<flv7Y1YA%
zlrSb185c;v`4K0Fr7UN;T9H44^)x@OZio0i1rn|ypHmZ}K)aLpqF2v5(lKTqH%oI`
zeCeZMznuE@iK9Q4MOHh*_L!!@QR5Xti|y4{+UPF_Wr|!|R4l8!`o00In^Qg%DxMMw
zvJ{+hP8jHPb*lwU0djTo6PG}?A#{{Ek5weI__?4MFEAI-25@V}wWflpE?Pz)+9Dx|
zOIW5{W&e}2=a=zkFzGf0Or1tU%&Bb8MXB0KSNpP0C9SnrmvrsGL6zDvee^^5xxL6t
zskAKOyn@Tqwa1WCtRt>Sv5t~nl>;_9E_nkrl8BPB6|7cC)IAY#&I%(-sdU-IjOKRX
z4didT?-$}=ry>Lp(Y2hl83n`)yOT+sm-V&H@{7m^<<<-f{mRTgR<LXQRZ*BPCZB5_
z#i0CVt$$kxFHP1tr{V+X;7_S#5Tg8x>>yU(n*yphQ0PF<b4<*S3B`Zmha!7j?S_fb
ze?zfm^^33oLuCwfE|)u?o`MVl*yEp3m1IqnpqPrlLEAT7JC@hV#mlO?44{#4ZtN>h
z)v7A`s1rlp$Ui3ri)?N;YQjD*20XA<;l6yi{*tEp>o)lZFL7>gyg(Mo->PXW;prBA
zDBJ(nt~ep?E1%H&|8IeKo}w5655`uMqF6R8?E1RUb+&z%piC_XucTDR;#Ju%`0P0S
z1ieai!6mm>govo9j#tVfqMIFCUpruAD<t>0(s+syA)T}F`&CW@e;lb4Gq_+l_~Lyj
zWnd*2M)U+6y><=R6c5G8F8bb$Xj{QN{b#J?53om>h6IbXJ^P31^0F}}2Eu)Az(I^l
zg%V~ciCcfl3ur_;Fl-utkeA^%!uoPwPOd)?K*)`N*oqvens)2ez?UWy^}CbZ?^1m$
zN<}u#<%MYaKX*hnwBvWS<-Vl+N!huca1Wq-T0vG7Grl98&4~D>=3GfCKHf7$`JNJG
z9Qs!-yk!0$OkJts%>kt&{!{lISq<6Hj7=RY6$0S~ee=ZQ8m7v>s-C$%i?w(MAk{C0
z-h{oXOYCv7*IzDHA#{?3_bY!*OD={PI0v=he%>9KaeWKl7+Ts?lcDOB)q@2b)o%$M
zg>mr$Eqo&(we6pj@x$2uacljV@>fO5MeNydnBT*!nHE>U3<wCoYcUQW&OQ)uJ@-w%
ztrHFB>Qx|?)wQjNmiBO3Vz||kl1!uiIM=y~2-oNCaDe6IXb3zyF`aO@+=Ee5fY6*T
zdv0OYeQKP_9Yn|co~^FfI}q7>{=Gmfg4ye!j^bGa{-x`0@>#J5X0f)9>U&i=7A>u5
zALTw;PwynMU|#gq{qDr|Js-}X(SsYwLk8Ti)7<>(Qa+4^!v%Km^wJ(nh2uFX!r&Ih
zeV2(<ckGzJ#t;nGI2hqRCFk9K^i-a3&5HE9488Z}Jnf+3!>$pm1!qLiI-CWyCq}Py
ztD=%JxLdQk<Uln#`Vq7QzQtC;m)R=8tFSn8yL2e)e93D-z?R%i;;$=rX`_=~&~=or
zF=!0l(c4|i*NWLNhJMmc1jN3mT5S$5RGa|hb_$iC!iRRLQ*bDDmqR(+(;(!KMrQ<^
z6C1U2$747-2|6ck<e$u5dn*7|_j)p}(eKa<+lGv?5rg4Zf}HkDYuql4V(8Nv4G@lm
zlKCnmeVIK#6w)1uE$k1n8cpPV%3Psf6K>s7Z%*$?<c}WRhp?#|Wv9yITe7*a4DWt%
z#OOrbXKNlr-eITMt6n8s=-p#d57NaO&k5eCQ(Ec!NpC{i6N*Z1Hktubweam2vKvRc
z9jeWbr`;53XJ1mFKUI{fxg#Hf0vAgO^xjVbXCYMXUQar0&up&WiYt4bknsrnmCsy8
z*w;zHZr72YV9m!T89(J)`&SCU6ZbI98onFSQB0*8In0XAkuxK3LEISxfA7<r6NyYs
zGHIX0<i`A-cCG9eqO816B$zzx@Q%rak)4yjqyC?@Xfm!PM9zdUP$6zN<kCGQH8-#A
zB=*x$q34YfV75$>T`#T>>0Q%u?FvD$6@&MF8YO@!t(U+G_-HC%fH5KuDto%ByxrrB
zxSV|*06QC&Uj+ut;I#QX?Rn_I*l~Hf?HQdhh7LlXw@IL8vi0x}-KlmkA`DMg>*qv<
zjhgC}q0Pac&Xt}p8BE8Km0RECaKZ)*oG3J}J*&w0TKH`d$c|#8#dLsbwBTHo8!gGZ
z{ILB&#yFt^q2KI&C$#E))lu3HpeVUPO$m|8ZPBG`ITEn(<4Jn?U2MM`Ia=rLuansP
z>nDyZ^2iQ;5aLrD@fCdNufkllUo6gkS*oNbncE|F0W$2Iles{s8@Ti}z6<Ug-ZT<h
zYm4GZubUEZ?;;$nuzObq$hi~zxJm^i{UgFNjY0bsi#;~>_lKK`Yg4wbEC2cN>A?tz
zRh7^cqhPjgoKzH#fZdppwFBjdN-t?{ON@?vC~N4@p+n8?<0q>T8`I^e<{CqDpX0@`
zzcV-mg9%FnIsZe}y9{@<fZ5VP@_B*{-t^ODf~eY0etA@+h)-AAZ2VJJZvT4F8f0mU
zMFl6hKfxNRLzxLgx$<Md|7+6+cF<o?g5#wk;V$9q386)`8zs;wqUSg>)?hY)<r7Fq
zyt{|?*?iSQBj}Bt%>eYc50SrX*;>I)R@}H;_BD&kM~8&;K<~KxK4e9qneCW=vHyYO
z_)W&#vhPVSuCt764+f7{A#QFlNqN}e4za|noWUL&;W5Z4{~meTWfS4}hKj^(3;`S1
z@!g1v0-dVK^SHe!VtpFLvjfFY-e4F*kn4-<i_&T6FRhi!<erSC_Vwv(aJ)FNI&_~F
zY)@kiZXD($`-!7tE`l2|#Q|cT@jmmvtM{IY2kXZbyFYUXooYpVh6lS^1KP~xE`%2t
z(-35&Y%9Z+ktz{}R{wT}@H_oT*Hd<EC7m+I@WzlmU|Nr77VyF@IiTngGmR~Y=4oZ|
zJnpd>E_5$gEg+B^nUPeOZqffuU@{V{@BYeWp$1rGx=!#clIcl*UNGvvXdk;EtU>jB
z>?IkZ2qr^WD=H#OM6B)DmQANi3m-+hXj8`Ee#^EX@F4>i|1wK-84$mgr@?Ck5sOZv
z=HEx1_Pr|PBe1~1carYxvqoAVWK#dY0JdA80S)da;c6{Mh>yiq7O&xR>IoQ%&gIc+
zr<sL{KW^8NayHk!P{z$VcCUP7M~mObIJ&_6;3{lcTG-s4P3(T%^Tm#~^L~lrJ)g5F
zv^#61Yz@odbsPe6ps2GQpsJOc{%Z`y6ApCG^SnR2+Yst;L0dp=5Cwuc_KbJa*8}uw
zn5LFgwi2css}Yu)LLfU6RM*6WL)3s`Ru%e@#SYbJK5v;sll6+(u6c<g7t3zl>*`>D
zdB7pc=`O1e5pr%z^yIB2DbnKw`=6Sp&UQZ-r6^3Ka|)~(X%ejENa5l1ADyZ9bh6n_
zF{KSlG%lPnDntlc={Md-?1f<RFfP2=q1tO7%)09x-ZvzSzZZ>3GH@H(op-^7^(dYk
zLN{G{9kE>Br4=U^6JLk|I}!j=$C<p<6ri^)P&=50mp2eCc>Mqx33n5#KMdLi97;ww
zf1M$0PGYnu_t`%uqAg@Ky`g90<$4Eyr*cbNz{iwS55Q)qIv(%v1l#GqUlBhA=XUL`
zadl&$NBZQj>J)e@)rb$&p{zmDaUq}IoLb9UuGtDqmrPOxoi|FIx0DYgzl@+X?=-Jj
zcD^4~(A0xrMk}8XP3#yo8VuHpOK(17EKdD}by=*A*;I(td!Nx^`IT72)s?G?`Docz
z)<D#kDez~Btqr??6%>co#br!nudCD9qB4TY<YE&zk`Y)p?z4q&wHJLx17VL>fi1@Y
zg7y}?#xzu;ie#yQqKQs-SzX*`qYogoQlFZ)(Ap+m9dk2(Fk5k0ty6JSHV2EJtN=;c
zu9=g)?fv!6B-Mez!wG@^ufvCgxa;taU+14l^*nxR-zG!59F8We{>zvx8`G8(ZT8fk
zme;&A;&^G))+WPMa2cCWmq22M)dr}u=a7IzZmwh~S>}2kkLT;1@2}0_h$i?VVl5|0
zPfxC4ai$4h$Vd^@3LgK>Nu`YR!wc(cSWB9Fy1zwB(26ee_`L7!yHwZ&(p_bBmfoEz
zMxh$7Ucp_q<+kZ%^7P6WG}Cx30C*>-x+Df|I8CeTfB}c+IcQnM(tq^aMhB&~aaPY0
zfO4!mS(*8CwHXBKGzna(GzFtDcsrsJhWruIRwxsFn)gw;bWLFsLjy?i9;`e_9X2S;
zlsu(Mcq4X)`)J68v1n|Nh*!`XgdX_%MF6UZ(%xNo+j0Z(L1C!ew4DC;j;ZS#qxR$;
zQ*hUa0lNq!-x+Ty`4skKR_$lRN3T(pbnj<a1=zS0k2mZDk#P<i&M<=-TiON6%>v!|
z9QqHRQ5lGue)QP<odQ)3fy^O4MC3cVReOub#L)TRH>hyfVmNDUPX?+O>RW4u|Bf<j
zYz%DqbuMMPc8{ezAWz|#`MDNcy#;fWnOm5ENbltlyA=nLCp_vUZDV8oG}}M}<XW|(
zd%5sUczB^`S1sANv^Pi<9_MQgu26+PK5h!V;@s1jXCojn<d&ZLd5)lV;WxJCjs%bX
z#3+HEC~%X+Xb#kpSbsb)R~HL^l`D<6K}66%%QgWpidx9Gl1Fi6scDkTnG)=*Wf+-q
zvzhssKA_C5@in2IFZ}M6@^jDWAd<v`j_!S2!s(s3;#_%{MS>Q1H4<DO*}npNub#IK
z=x%}5d0b9QviAC;d7J+*=nIjVSP2tS5BVA3yNoQe>%)#PJjW5+iFBb39oRM+Wv@%I
z0M|i#-M%^y?taW+pj#?yjvMQYr6UDAvJUvwDbxAVPs5dp_T&hW>kXlaDcXBBcW^DK
zxErOjk;Pk@umrv2(kwke*A0P2wT6cfOu5*qnXw+)%;1hD5yp>pTEBsJZzgFo%z<71
zD%0q#{!y1~NRkB}Qxa2F6e_ABWYRU-<Lq2NRoqUD)tva?-xlLMJ-nN0eI8ueZJMvB
zlNt0`GQhUrW?)4`fZVvyi4KT+7%A4~?5c>Ec4@{WL?E9f<D%SHmMCLFKAMkfv|IdX
z#BIN^q#aR-2?uBY9E&0T%Z5@wl2`*&nbiy6CZ{3U_TM|cs~d5s1~r~u+K1g;BNV@3
zFbo)7aTwFw`MYS`w`&52veSaUGPI#>_VEW@2#S|Zsun-tm=U~l9-_9v_1wdT!H`Jm
ziT_bF+^s+3$MwyJezSR{a<l5K98PXS1tJ{kE~~MQIrh3TBtN{xa97|-!&Ew)n5ttJ
z_elkHi*S%Pzl316g!X9YvBASIBRnhQ1EY+SyGHZuBN|2Ju4h?&CF34c6oXg=q{BHw
zBMVpBi2;ZY+=`-oMh+eP0I8C><rbFx&S>|%VwYz;Y(R;)9^PU9caWq6!$dKxEsnmS
z^<nd<tc{+Af1|Q-U7;)RWGHpPiQPL##))eb)s*3{J9j(;mH-JcFh^0Sz`!pThuU=f
zWb;u=l0x=$X_zpmK_6sdC8&WrlNGWR+hd`i_#=b#pg=+Pc+&dDsgCk==$@{?s7v+)
zwuOS;IJDz`l$s;Ndi9A*>nq0R{lq21Nc(x+ADKfg*;y)H!GR2AOs!hvOAwL|j1u`)
zYbtK0NBq*E<3|f&YC8Tu+A_=~)zRrxMd0_HE*E$x>9)OmUgtvVb(w*?2RFbhyjqQA
zL@P>S<t6ZLURp2HcdPZ>dWzfyB3Ju=epfwZ*C~4f+AGebeMh$*c<`}F>8|i*_to_1
zsMF>BwODLa>mWdRsk3v%ndf0Y*W{aDH+|5{x|>!V-GI~z>%^QXPxF~fx{VCBct3m9
z;ky15$9lx%wF1eJf%-DB%v5&E-`_DE@!r1|7z{&DKwpK{!$y=MZt`G8e0lQn)(7)V
zQ))v;KJwK+oxW=;&d>5oiRkZIN;pR$7vN{Y=>Xnuli)ue(~9^zbS}krcoraILHYFK
zC}~I!&XrCpeP4S_x$F~j<%)2u3Q~W`(3{J;$7y=y>Y$G!wFe@S^(N8#eOFzw%RhY*
zg(-MUzPV@eyDujyQp*5Wr}@Xtin#VPO(`0hmQl-4sqI!SaE|{9XFHR&ON%US7Y<n2
zoia%=!zkfA8{h#JYZI3ObHG1{Koidp{20K*{2>KskQhbr%3X5mglZFoiLZ!#4Ryeq
z%-LtF2e3M2{W^U;LI+N}f9uJ7P*$H-eM^NZfLyDLbFU3*8Bn+kXLfmzXU?=gLVN$3
zeZE6V*A-{1Vy8Lz!6y2b1ak}aM`tz>_`%J!ZI^(oJb{e5wZxkMNo9sFpJ-Z9S{aTU
zH}~F%ju>d6KjJj+tE38ye9JC4a4FU9s~^0N;6hHc7$38pTbo4X?{^PBGOxHxY95{p
zamBclJK8|D@bP27JK`J}9yz-$m_FeiwsdK{9(UyKdC#sUkB$Fl$X74UhBL{V94U#B
zlVCA(^a4P%P=w=3LviyennqV-q_!aT4<X7v_`K2&2grT$?W~VBWvQ}pQj|c);@=LW
z6^tB);N?P|-fkbCLra<u4D6;YH&V*9j!(S&t}mw7$Bv|TV)yE|_y$@yC2?4=oUZ^&
ziyB+nHC_tkva_W$wry2_sf8HD{J8?fk->%$Kin~Xjwzc`lIjR$vrw(wROW|1arIKU
z8Z%ss;#G;|Om`1A1F>G2*$16z!)vOYo6KumnsWu8$dlN?*Z}Z`r&|i%C-fUy6F?L?
zIkzdTmxq&o!~AzUix{IIp`^?%N`~Rj7gLL`A9^Bi^qV~+ua&$~s$Xfsx4NqK9)ZI@
zxQnOa(DQKY+c5!g1W&XBXwLF0YER!3B#K8%sKfRhu8zYy-fhxYS==(@!UI;z0UBkq
zTyF$NTdQcICOq?APyH*20+^9^ua17Bvzp+fvljIyeLC0I!l*+TA0K(bH`t|kf2ZY_
ziVupTkib!XyI?D0!hHE#{zmY4F<N$4r}2DLv`qK(v+@oxkSG>hkKl+EQaj&3l3&wN
z@d~l)N-R-7A}_(c%%S|A5QqCK5;kKtqjXSbP^4ksxRilXP(F*$WjaRms{ER5&NgUi
zOtlf5&~$Hp%Bl6INoxi2R6gg7)2_xQZ2TMoO|yVbR-+}x4mUn$>4a#c_nZDSTzko|
zUhqHHJ6%4J2-aw`SzGe^I7G$yxnYAvUJ4p|w0Og3Koc9iGjlO{IWHm$nh#CF*8z-F
zNBTWF?Y6pjwez7EKOOGOA;byEv>=I=r`Y<`;xs<0wvF7rgDT$j7b5OLre;F&Os-4O
zIRZ=bQE4fy+VRg_whRN$5PgMthip6Y!KuvGh!b2Bp?w0=voyJ%k{`c$Zc=r9GYL=%
z+A-8czX$05T=Qz1QTGhlm|UD!UXK3WkMrXvZbGcG_iD+f-Sz<N#Lx~+=BpfQYakvd
zAUm=<D6h?4!_^xKu_;T+*#@{62PbGyuW1$2#=wK<G39{CpU`gttuB{@M8Fc{91q59
ze!OGW%%Fa!PfyKsDF8nS$=&Tq^lxSbRBxU5y2m7mum+-6I_qiqvDCU(mJ)^reUETO
z{n2IkcbEbhkuL(AH)(}k{ff7ug{5>#INluua8W+czW<e*5p$coPk@B9Aq7c%a$d`E
zVCnON!h!jnyW*tyBjkja+hGm7(D_PE+80k$f^gfdor1r9-a7=+DyBY7+T~_mqHDY2
zT8^(+yO#x=;BnkUw+JPS{!HZll!>HZJReJ3p8=ncxt=bw8>07mz0tpzT=-uK(wNH)
zyiC#94aPdgCiwb69BCi&|B2iHi#T#>KgFwbU>9DZn-5>tpF&<YcGZlicGx2I0`qE~
zsn)Z&`(>qvjluQjkgj*|y#o40jtqU`J3u*l1-H#%xMFuYzMEDZfs||RLhHQ^@z}u$
z>gA1+j9!bxf!-SZEdtwHS<*vin)Z*qxg<{gnn{^yLl+E7MGOL&Ax*lSg1J;S?~oit
z4yH=pkTz04+|T?kiJ|&R9C7Q?k3qc9Oss#mbn2L4Uk1=aC5H#{=!e^IvtAy9E82O~
z#-V%fz2A$#87eMET^zE1%7YzCFh}F$<qtqu=Bmrm(<48;ZMvFSKMrMO7T?ps3H(9I
zo&cN%(Fx!<1}S4cTa}()^&}D=jenF+L}`Cr&m?rK_V8cL<JnIahaF+Chp+Kh>~v69
zrzu*>s|NCsWyBCKrNFC4(3Ab0lnc-)5*whN0MG65VZDSoq%KV6aYA+R<I0350V~BC
zuJ>V7T=wQV>HAg9m!fHlMJa4*9S=z=lGQjF{Ua@169XZT19b*S247{Rp<A<z=M|!G
zqj)cvi1RbYM~mv4iqi;+;eU3iZqO-mVao^rJXw{~+zL#$`WO@B%IKSa)c?TeX(5I;
zv3R_U7Ik8T;N@1DDo`Y#+ewa?CG&^go+eXb?(aLgNfiZVpmKdC55+Y7WV<mGYlY5A
zH>cMz62W~!2>i1>4AHSgSK2(v$Smc(R3&88Ej>fx9s;^{9IZ`dKqaNRY)nhYKKZ6M
z-Jk6^t~DbVp^lf~+O4#oKXY8}vb`1(+}K8dknwUBd_BUZ>7mD6yt}s5(`sjMBiM)k
zUU&%|cq>!OtViHzHf%5V&?v>$_Rgbu+^{mPJnaqdV+XTkDbe+9&=dq_LJb<r*&G>E
zPlMJ^y!Emc+MC=v!~D~6o8c7P{2pJ#w<sZ|#-*1tlIv(Gcc!yPIw4!3Ij|2t7I=pj
zilj#k;_EValNkgjOV;Ja@tFKkxWmM7Tf@)FW3~S#8<GMCtr36l|IDLAk~gTQH#)3o
z(&RlQQE-yUMM0y*=o<)xm^?57953}S$IrpUjs!>i)3r9dEtJ2(tub{vHTEh^IyyKE
ztU6Kkk`K;8;Tg!FrOl5RBY%qTIb;B}<UrU^QtqRX9HZ%*UP+5bd|l@X6!h7+x8%^V
zv*ZK921c5X;V<Cr8c*qaRgc-PoHC_mvMCsA{wHt1o=vDc7BOPjyQXfvHp>#lM#--c
z$w+jTA3{y<nVL@6Kj2*@v+W4FC8<a!)BkDU+?9i63ybj|5(u+oDavWSv?9SwutH?~
z@14)z0zDIXfrl+68W9=^aWuVbb+gWN38eFQ;DEzWLINbh49wwe3`Yi=(;&C@<WfLV
z4Z!SggPqbvb{%AeaB}?gy972LFQvD<!u@LYu^Tt@8DuLlrMt=L6r{fi&f>|AqUu5(
zG19Vl*|um=jA^EvjNa?z!g0t7q1YxtZZ|%f5JBRT$|wn12yzaaqOrCzrk{GHKw`a@
zSMn>0)Egmi#*2g^LwuO-kLAgq2#|X<{1KJNPC?1s(sJ=b$QZ-NWZgthfr8JmbN3#2
zE*fy#iw7135)nxO_RveLb-}C}5)uFQZzCRxgK8Lhb8xL%nw~??DuhcHm&@y2#t?NI
z*o7DY48jBTa=^{g22vVEN1vZDshXqA)drT))h9sYsC`fj)N;y{>1-q*JhyUgu`W>U
zikSBDvT8~j1vOELYRpgY(F<oCbPSs%EMIc?%(2l{`4cM*ziVg*jrS~GMl^n73@&_F
zWoy~Sh{`O&Ogq<h#MqVXgw1sK@nmS^nM)9H-NbilSv(?fe1z#t%$Y6~V^(%H*bXs?
zGhzJQ=IFhSt@pPM7R9fU_?MbF-O57d{p2Z3_C#jKwpQ-~XTnK5u+gk9K!qWOhwq^>
zr4N?7;106&n<)jQt&zfVVKz)&3ehyez*zurBfcbPhlFqbnTwc~12iPJ&CsJfhb9b#
zwIPvSF)O?~aID@c{ij4DG9#vebz$;h$(|u;3U^&!Mn46em-Xd=4K_+YssSh-=0I^8
z^<su@k#q9=<%megZ-?@wC?kdSdCZLZ1^hl5KDmlmTCMcw)SZpt?0)y140?zG`;&iQ
zWxDAr+v#rkNdN*ImVZpEWwpV*svY5{qLnL4owRF}4>MzCVYv}GBuy~f%6MK1p2Lg}
zaTpohvFocVs(Mn-bG@qT>`#?%gn8%d4ZiUTJ#cgHh6q^d=O$)GW9m&)Q!yDs3x_Qx
z6io|?J;gr8^~YH?vrtL|=0L9KtHRcMxq0%rr<+$iEW`i4xHy4h*TLEYr75Z;NlPJ^
z6a0P?=Wlxg9aOSGtP4Vmq%(O$$y^cPLA7Jd5_)KYX*-}28N~wEj{)we_E11!DOmw;
zLVFH%Zm8LX0Ev;G!?01%`?1P(cJ()Q>UR`R)AlEVQ<jI}<h9TXy?zr&z=4onIpXq{
z-qzdKW6TTR%lQ?z2gSj9hTQrFb<o{p`_aQQ@cLH(@a?#@`VqDlAJ^#1jRFIK5FaFi
zER*`9e&Y5|7Owad!(Lp;h!z_MJWeaY;U*&gLx;_ajWpExUd+;-NBRxa4w9^pebZyl
zZg&o=O!jCRz?W#kS_tRI+qMixxs)m6xJEO0N;(y+bl}!FvYG%KcIsf6lxkj)cxW2>
zQr2zBt<_F*$Bco_8ug{4qRE<dM6n1@-~oEYHOg}Ngt(`pY`9gK9Y&Nomrq+VpRZwT
z>jnZ#WS_und;;p6W+cy`{JYGBauz<$s!-NXKlA8t*9{G8Yiggk4wNi(k+K7r{buQO
ze03Es=_t_FoV~2$^y4?s0LHhDaYFUTj;*EB8>eT5EQa6rio#QC8`{$UCRpNGgl{|k
zKj>-}=mM#drZN%^zYnA44$`a9POY!%DgMs?t5-of`$cHVWe27$=>IWO0}a=Fx?RWY
z3GiP&8F&^xa^oZrTx&|0ugRcN6lAA{0LgK6DUj%@0BPiRlv3{h`6})`-^X+5s-i<o
z$={?(^)UG-mCN8ME|(w*>l~J5HsWNilu{ACr(1f>vhxF^-LWXv2T;m|K=TN-0?nwV
zt2U~84kD}B7~>j$#x~r61U{lpg=v_}K?wtz&pS;u3WyEUu!F4JRlsJ)?(0i+gQZ03
zjdZ-DxuN+Cwzx)CQyI?e9o@+Ci4!Y51#dU=nkP=Tbi&-bO#($2WpCfXq91<JA^&B)
zVM)bw`k7rnygXw%j@b@=<rd2Jo3zDz^C3U+&|BV$d)uTAbm3kjA;kgG{Gk!mFy)g(
z`GE~UYk1|6IhHV@$f3}xm~>k8#ZntDX48vYB?l9ayGy20b%&bu*C2Durk3%}ktk6+
z=m6JJcEXD?=F;GDyLo!DfM%EBhiR=?nH|%!hluIv^|-D6&5W7qDfe-Zg$q_B5|U@(
z#}}t?X^Fm7+}UQcG*!%3*(VZ!_g@dcbAdA67F$W4-&u~+b7slj+7Rs2FWoyq#{n(Y
zRB!*&uUG;7;w}|B#YC?gn37P?pF!W^NbLYg@IQU%wQ8%|rHmi)6z#sX#X=(L>o*{0
zZ!#1oZu?3>7$t<=-zVQcm$JcjE|YNB*JG7ZZxb<SYI#?$57l$79BBQgHd!+{{u7LJ
zCgrsq&!eTMtL1yul|5pl?<{ul>XwG!eya^+*Il>sB2d&xdH0t=ea)Qn8B}qsq5Tzw
znQW}My$qpE8}C9%WQ^tt;nSAS6R}~N8anJ(cowCG81d2`%bl$e`_TwrU1`?sL%zfN
ze+Du~|2B74bIdWRdNZjy7weHV@j(K_nf+=UPr<`DKxCKN3dFHsEEY;~gH3pcAsFO)
zdUuo)9Ih94Y@k1Wx>&*b59{3^tTNrtv^}cd$ahFLTYDNvH^R}~k7QWcVd~RM_)<)!
z5G=O^mdKm$kY8KYOeb~kNv~18?T=41YEL5T)4us6C8*HFi_tu#(t{SB96qzkDF_7X
zfon`Q;HVtjK0kYUC9!Z=BH$#5-k2`CI*NR>^1+yl{elQui>QtgyAMUzLur4}2(S^?
z@fo8(J_Q*#f2`Vou<)Bisxo0aE^|D*u@#-Vfi%g}?Jhs$SytN};$J@_FCDFgL!`Un
zk0K+t5$!J=yx)sN^eOosOqqNsT`{J7)VgCbFAZ_*TW@}xxF^RVoTNAm<9yVacoyKb
zF5*LaZm7!smH{g3?2Zr2Z-gXFH^pV=vHm;Qr9q%1s$LsFYURldP;0jR#8Cx^JV6W_
zb2XP&pLeft;Ab$iBh!_54;(5zoSB~%{?MiZk!rO9H5hrN%(yP_&<NvK-5nt00iWAx
z3WA$(1OnZ2yNBu9%$|!eBO|;ZH>cx8g4ae*ksztURA-y>OiyC3W>Pu`^$Jp6)yYW=
z2UAQ57%>Iq?Q!UqI`Bxa;R{lbj)Sc48-b22Qrx_)HeV|)$JdQ#_o9{*ETWtN^9^6=
zTLQ#E0v8_S0`RkPT1aJX&nY2%8f!iQRIrIkX&`_9*T>S=zo}Lp&tcQ#vTvf}*AA7$
z`xlRU=7?AAuh!lwGyT2q8hEtS!M@D)h4Gp$8n#|k)a-vnDOy^`VH96F0~;wnwejcl
zt@$o<=R*F{p8>`2OwB@FpS$>%t4jDNrqpWz5iyl#u1>%(lAAN?|G2_Huvu#3Z}~5B
zNAen?V>oZor1fH*xh8YMFPPI2Awz(;aa6r7MeKCGaGL5}&5JLi-Lh2(5WZ30vQsPB
z`Ou)YB|<9xYcJNi$UTuDP_L?oZg7JS>HT#)^W`w}9?na}++9LV%(Zl(D`97K_M`Z0
z&`j=9WA9g1AbO?;8~e!K&@An4jDO?nG5!%olfSAA3pc=$3|?8SViBc7#l<qoP!I`Z
zHg4nW#y$Qx2v44lWab8_jFS0JZ8SHWZlK19nXoTm8vkHuh9*(^e|Q|u*@3g-u{ou~
zcaaxlcTZNBL??+lxtkZ#bNsgQzuXvAO6&?y(5tJ<OJ_Ne9(@)@m^1I!ACJITMJ&iz
zP3Ui`z9bml@`r-iY-C$Jx9bZ`V2QA!sP_DSjO(V?ZSUsVfy||EHou^&c+x7CQ2d`C
zx&DlS-q&Ie-&8GE?MEz>UnZ#erS~LWhUA}=oD%~Epqwx04wL8K@&*x;5$u(E;Vegw
z2|xNGIPOF+n48{PDoULmccJQlCaq+fIeI(2yRBfU_v_?AE;%T%Rl}H;<39JbzSaO;
zW9F7{!rY*KG3rL;FCX6FcQVbBUml!e`nH~w6H*h6&z9v9^ag@esWX>mpqF>TmQ}2R
zdp$$TA!rr<OTJOVOjNdpErZmu4HRiX`CxK+m(uOi=@YaFD$V?NiOY|rLzi)bI`%AT
zjrQJ}D{0>PlQ~Wvlcv2m8_O6x!KerFwmtl}fZptHFs@Qb=?faDhx(f?n|20o9r#&)
zvlwE6ZHY!TAQ%n0JRPGoRt&?%m-*i}kR<Sp1+S{kC@MK|5dbkAwJxXqhKb&IG=Is1
zlo9>84lJv%l5m4K8vUONOx{|>?tD1(b$vi1d5O&TSWgTo-vit_<gqxvT?|i}#M@p*
z3r>Cf{J?Ja_(2k_@nHW?2F&89P_y%fO$k$tn2#?TB-}45`O3{q;=|l1TCLg&4Judg
zvtsO43_YX6o_T8)(i(Z$^)_37)rJx3TyV2kUBe|iMM*<1f<=$W=+gS;$I2f<%1Gni
z7DmHP%h?PMr%OdMm%;&W?3_^GVZ0itkKh{Yiz-&o#OYewgiN5`1P#@MWq@~tkbRq2
zS=e!SNRgzZ-z|UG{rbdvzKoZ3z}ycP!a1WRN=Wz>oilZPJznodtMNKXAVqIG*s?g8
z*3j`T*(vNq>aq~3gb5?}A5hMJ%8!68JvCZ<|L&cM3<47%{9Unz+*troW6J(LG4(zy
zOjSTH-*e*Ky()thrn>b@-lj5|JHFosV(3N76D8;}8)x>fSz2V)A8!__fuU2`fQ}sl
z7Ip8M$9gK`33(W8sE`$<l!8PwOqf%a_5j-TjexC&pwO;QmKAQ+u}MX~z)0?$GBCTP
z+bnI0z`e<QDqZEG$4}vrIyM2lFt%ZfoUK(WEGxt<A*ggb3#ig=N(14;;QwEY?cT+M
zNb12eSc)q0M1RaKZHXb5IrV+>?*i{Pd|l$gbOAwfAY^m?ncIcN(HtDb&`9<1?7K|g
zU?;SN-Wv1E==!FKwm){0U4Lx%eC<`Xvu*B36v0**g+R-;)m*+}8PH5VUK=6&jex%a
z3A3~?h*TxgYd_W>*ff-6SUmx5jfy!JWP*IEqL^Jbu+Cq=(2hi|R{ZS;MB{r*haoWu
zu3i$@c{G9pW%xjsNhuGM<~Ft4?D|dU{u!k?@&qg`7(g>^zs*8~pJ{nP=ZRobAfCfU
z9SC__+3b^E5=L&oR<^&{Qr|I%e<QZW1$rHzNYcG<IlDtD!T+@D{EwQKd~yc}lgn(&
zD0S=JhfOaC)UqiG!L$euS615|F3!Q9pp;`DDVeUnQ#b&4oberu%NAO#tkn%{jO_2D
zW43yKN|MwS76pXBYN!N=>Nc6#&D_9#HB4&3v~0ywXsMs)J%AjUoQ}(N1s^^_h*=Qf
zY;ml?O~~RU?$26fQ~VJ#kTIK#+J+4?bnx?p|BVo|JjB^&{`B^o@F66<dSZ2jY^q9b
z6-qd(ZDs|svRqys!G9#b%i(0bLC%DAH=sydjz}vl+N?tuH$2Yng<Pl9$LL_&jbN)W
zeb7XuKrxSut}TceLI?LJ)+P3VK(O~`<Ud&kW{(+2=O_0cU@KwFctG*&DNa>P5%ft8
z<iw72SIdyzj3!<^2N`%?DIHu9z0+hbe&b26`kne~Ab7X=74Ygf1jSZ>otHjFjjHw{
zConK+lrUz@M1WLQ{dgkD(QHlSi>OY1Kd67uC^1IqlbDw<pJqqW92KJ&gCZukvir=O
z#N2^6Pa$RC_HN*QZ(DGd5>qK`U_2NzHc6B2Tv(agt$r?{>>S#MJUPIg(vAN+Z%Q9}
zud^wI+A8iY{y(g!9#Yp5lF2{F6Rv;EcA6xahWo&g8p(ieYSoI2<*^#wy~e7tRXuWX
zonA~KlJIp1wJyTKqdOU<WF&O+vE6R$>LrpUp~{L^2>&cGnBKw;gX#rXZoO;ViAXb;
zYQhY7Xmrcs&c*(^>t~Vv+J%4~$vF8FTNuR!-#S(p<iS^OD-=T~cfUk{Eu?Of9wH9;
zFcu{i$NGJKQ?%T3s$j>u(3ANn5<StLG-+2(MN2iUQUB_@*Boz_8rJFz;zR~jvH9!!
zy%J^$4K;P7+SFL{Y3tPri=HF;BwD>$M_Jmv!N*#F-5g{!VNhz|xgQfnEf!JDYW126
zv2aB`(aSJJM=nNeAC!?!A@DTl!kH=F)UY~w@N^DJ9kVK37U5E>jD~Cvr{k1GL<l|8
zU(y2$WJh_++3au7cd}_w?lJYWf$$gX_qgd>EHo<1|4lc?%Bh~_*HeaVqzs3m-^@+G
zv&N-WW+aLe#NHjt^P{9PI`OfP>Emx3iTZxdqbM)Cz2Z{G%&nmbObq?#D<L6=n3<n!
zQ@}XXug}I9P#z?ED};Y=<$hO&)pdfG_8!2*g_89amFn|XxxqJ@=!b_(uW6uT@CtC~
z9e}CqH{>WrKrx<6L(!^}m-tW6aJ@$z2Ye&5ib9pqn~Nwmmcvk>yT7bPR$NyE_3WQ6
ze#~KTw}mt_`1X&2u|PtqN74MlZgIWlUu2nYnsX<Zx&mY^>iBU39+Cgc!;RG~R-UW-
zaTKTlY>^yomp1fNmBe6P%&Izz`4x0oGx$-cNsaD%6@?5<=77&v_fN*u6a5=pAFGdu
z0oKl%<E6}x^{W*t@w8F^>YQUYV%h?nKO6W84!$0bil_ElCsa3JMWa{_>bo-wC9|%k
z;K0+jm530dpHKy^{V;O=Z`ZBWQ0<2hi(ka!rIY&tr^df*lNm?{PCSxrNp&px0{F>6
zF7mmsj;5_&MG!UjG~xo%WopcR3}J@Jf8s=}*yl9D7Fw}T^M=a3uxU;xPhzMkH!B%3
z4MI+FQlzEHKgfts`aqzS-JOd!Ce$opKiPFL>YR&WBx5(Jj5x2@#Gxaai}(FLFP4fX
z@4v!z*P!?2r5VL#FW@!xW#{H%eYsxdm#ZZz#`c&g<5wBS=i(_BF9C<qD@yU{hP@V&
zGi^sP-&fRs3Q}~f2<OQ)P$z(-DZRL6)~u1%uOu3r8-N(N%f%Z~0{lLKcqAjH=Xwg9
zEY>`P;`j=C*%=#i-GP58`83r1S-xb*K&N#pY-JDYgu?w4d1$W}15)>eY#ILx+y8U5
zZ9@I3qNz*#7pRrM@qg%B;Q#c$t{146@NEdxOGrTiq5b=I9lr_5=yR7Ht~C=C3}U>a
z2B8Ig3J{S`qx-MT96kJ-{#evR7r3)Ks3-AlP$U)a=vFv)PZz)?H~=(DTatXV&-3^w
zUOqec&N2<+@;v|Zt$Ir#bFm;}xE^1Q^d1+lXsPP}Hei~`4L1GN$zH!F7JhZkYAJ?s
zS7bVsAy*eiavK)pPS{5qub>+Pbs5kfbh!Wr!F(g_*-kYvK(n*OYFKBlM4=b?ilT|B
zRwtB^5eU1>pG=LLq?G66%=!e38m5*x(Mx{`A-24$7R{~DIfDnPjjhooTQ1wmMqP8$
zw{~E-BtRZikWu{m5toWqnDs(b+wn0(N%N`A!tL{Mh+1=F_Cm#N`m<+c>u>Q;F>#tV
zvpu7SX4oS^Jz*m8IP-Dp78O`L3u>H_T}6%2qN1W-+LfH3UNhM;+(u2cz;}zcme3tt
z><V~9>%l}YO2u3`Sy@_$8u?_w+0!4B?1atr^Gz2>)1G1YxM*$d$y-21+c|RzsCeto
z%xC7lwB9wZvwC@m8;erkzAQq*=m{VNUiHIbgjgiFO)?`<`%^o_2&@;CWFI%Eu08i}
z!Op&mFmpayywoZ@+&jLrDLkaySo<27V4S(;NNz2WQp@=%QYo-68W%ynRB5LWrqdm>
znzFq~*c-$vD9<evIrYblzmo0N_zJ$#Ap>}nfs%>cxc?;ao0Dpmk4PpyeeFmU%yk8~
z7Z9n?dMbn@clBGRCoq*FVox`-BmWnaoVDV=wC+nM-l2D;h6XMG!+)%nt0~aQ{uCCw
z+uj%9uurOxQqAKR^OIb?tLC-EjOJV#DyJgx8TuWrCpo+x*~BgGyOh`~-iHEbjSz7k
zgL;)A8MhT%i=I8RAz3%nr$Ecz$k<t3-89Qma_3TC-y#ePRMzHrML*T)xu5ee*3I)b
z72@DeP7vpyw7GxGTeNe2nP&8x!dY-Nc8u5lcdYIzpWLIiMd6F~LxVf})>$t~4Eau}
zAjx@$gSY|<VWJxDcS19>@wBIk7Zn?W6E3#T7>(w*ES99{ud}PK_LQWGo>qj!C)s0!
zN(XH9s-$Q@3@_yA^J?1GnEvNwVMd1-K3*X7&+PP!7p`*I=Csb*hN?^TP0jBKPV{_F
z5x;UkMWv^+;_>B8113&FE}Lr4<I}WF)03Gm==mY*LVS1`?oeppgf{vMUK*^wV1T{t
zf$6OF#339T`5;uO$=jwrMUa)Qm$su@Q2|fR1UQUWkNaZNtF(wy!F)vXC{d!Vp-cYt
zvhA9kA#O1&_ujlwS_#1;@g-5iBma#qq{9-uk@uc7Hb%YPzfcN?S79YJiTcU*K5{u1
z#{Wn3b@A}KZa5p;FM;%)yRasv^{X&YE_MC|q-nbq`^F~v_y|#t0*JxZ-1~La7%!v;
zxZ3cFeoW6`w)|x~8Cf?bm)o1gK^=*CBm~}Ao`3B$(*60lmsu<+x#d%`auMP<ir4Xn
zP3GJfWPn*W2^M-UG5fH<pHPAHdpk`78N^o`ffiT%ICsGN*Dq`zHMu|7tmm;yVGaTu
zXW>g@d#na{7Obcx*I%Q>-ai~gHY$Dla^XkXrF`*EUBtF~ivAU5c-U;U_U3rOIjboP
z^Tw|igNu3~rFEZ~DWc?ooq~h2I&5~ewQ=Dd`;PdR0{59EE8yQEJLjHnEX-wZj9TsO
zFUc#}clC|EW%es17zM7r%i0nHhkR*IhD*O%@SNy#V`BWh4hW^(ye|W`@aqtaSw&in
zeuOGtEKCh(f7D}CcfXJ0Ful+s((_f}t>0CVf~=!oTmfyjRSY{9i~*8mWK1kUx$zss
zb1^aH@X?2Wi?0vb04qMpak=85iABC|tci$UPHD@50mPHO_pc^kXlFeu!BoBX#t(m>
zoO}7f)5AWy{)Tqc!C)H&fN!#E47C^Jqvx2qb<eS=miej&t73+!oOm-lzYpq%9Pc#-
z3bKkj`?;f7`}hF>G0Sb9o4|kcnzUkKRtuCLsh*0Y7F4`VBm&=oW)rFOH#awrZ7-mX
zy;gM@gGvFU+yBSeTL;C}cF~@J0Kwhe-Q6{~B@mp3;O_1c+}+&??j8v4?(Xgy{GPn;
z_uaWucjngA{MA)-SM!`c-RJDJe|xRx@#!Iv9>S$i8rrGUBG-AFp~7CTjcen{C;+Kt
z-#-9Z!E~PrkuqYmDduJB^(I}F@%}0+AnL=Q1?hXQLrZ$9n>UcNA>fD=Tcxrg&}Q?v
z4VV+2wlNJZ^ygo)(@6k}1~A&ZIoxos32E#(`T1q_-s7dOkDmNzwQ>&Qj(gLGwsk$7
zj|M7@axH4%xJn}}b8F@0hdVmz7`Bv$mob<Oyb(IjgYBF@<`yUg-_3sbdMQUkr`lmn
zRy%6h`$_aC5K-<&NyM57en}Sh8<K+_NENx-B`n|UCMQ@A<Q)4&dLf;N<h+KJyU*PQ
zUG>pRfoeAJ7T8dYT<8X(MAb{bC$2^G)6?3a{6xx}(baZell7W?(BjKiCyXQaV{ox}
zVUT9T+MuYdT3QSuKSQ`y{qbfz)kPoGlXKbQ-UZyl>5|_Gkkf%>J<uWw8cZ-vMB?|F
zKU+Hc)Ga2JugY_?vS32g&V4>}Y*C3~wZZxGTvzD4-SG8(E!|`rv^gvO#JxH>k@gD^
zRGY&%ez)KHI?4|2PkGQExzpfRYG$>|5aD1<M%3=3-IG&?8H{FVyUujY_GXF2u-oMB
z4?38sI}gsoUDLfm_NkO6cMVcIf|AgSTz9icE7n<VKdI^9&~Qv`pAZT8n}PCkLhW$_
zX{8zjg>NF6lf+NY!SXb`)Z>AqE92@YV~()H-4;?BDM%F%+*=eTJGK)QU3@cs6pDhB
z*M}g<j3V4r)0{AD0$k0@;GD4u_?*ix2_zhX7QD)bSA2NPgEsn#dKUaz<<?yhNoKby
zF=o5vu2wo3A|N6(DKyHd<Mq%#!jUwJf5#Du&|H6QjUB@>o`EHPy@zA%%qDd49v^iw
zEbV;6)I@Eqg+2kBjQirDw)p!hhUVE5oRf-VKP7GM(-TM%$NDS__E>*O<hu&}TMr1h
z1sG0rA=>U~Seafw`@D{1pdrQ5?6c^7ga{7qHt=0C*n=!L{(U+TqNtN!PWEzI^oTbR
zL&2!omnPWo{VPnAthCDDp7V1KOKboJ>noSG<ftCU3BFH;o3;BZu%$O69#$FC>(D!|
zSXWVLaT(70oQ=GtIc;MCCCu}@flcNznRf8~pRLk{%=&w4PhP;}=L}^D(;W(P6$oW0
zU7*@>^w4A|kGZV%QHFTFB5v`JZN90?Se7!s#=}A%t#w(*@qySfzJ>CT`G`o@%7N-k
zBZqO^IK&eDd;cWUcA{HwRlk2dJ7J^qpJBAE=mzLqL>H@Vi*5fWPVyC=A(g!!eZheZ
zwy7-PV_GOeCzO`r>^Erae<IUk2qdn<;l$5#RVK$I&0>qcTl%FWzs-Ee>=tbW@iJih
z6;NPRUhcpJW*8E2{Fye7nkZ6#DfS@lYE5Ab7V@V%kkMUcjWQ==&$h%xtxS<k7j8Fm
z&D8BU{3Tw#oTps&`K(Y4bh75G$#EKHY0<TW@lkpe3-=!}vZp;GlT48IH1U(eKrDU6
z!6zYa-E-fp4A(3XP#>@{)33QI<#=;4z3)!ZBUk%Y1Q}s%5p|J*Jprai&blX_+~k2$
z!wFSgTwsU5@wIp`tf;HEeZ{F@Wb|iul6qa-#Wz88As8mv=&yP1Rc%#D{Yme>;9!5q
zILgg7gQ+z2iiOBV>ZjR2r=LlAz?DS;P^=|yHH7Bts#MjAfPJbht?+5tvVNE2QwG{;
z>hTxN6D}wRC7DoLRb7)IH`h|)E;~jH>_X9Lbl7J>{~h|kl4ftmHkK>c^l#n8@7qfm
z933OJ-a(}!y}$4B<LxteRvW;MVSLQve_Wyj6?GToQla<7w~+wVnqz!x8!*j!T=PH6
z@E3UHWV?@e=;y<qfZd)XyD<J!s<-BSG(rIY9A?S#$nL)-IsAc1N^1fnFpVvl^H(4m
z;tcsL_x_!Zh4uNLzRCYON&UJ}{>6=2e`c84+JJJtN0l~phh9AY^ab8T0tEY~53rMd
z!v}Yzpkus&9b5v&b-|F~H2!Z31L+VgwRx@IvBilFe=_{LJg5IIuM(yZFMdb6)s;8C
z-_AKm?kI>YBU|qnmHBRGwcQgBtG;li5=Xb7SBD0~-@+c%g+|(?Geni3tP%Im2hai_
z%fBPIJUc+0JaT`waz(I4>UW*4B$=FUvqKsc4YRyT^WC_^km^*tqB~KK`kVW|R514|
zY+Gt_u8b<J16;ViQx(M0p3z{B!K|v1_KV(hKwz(InaxM&_>6xtx1_KNNz=Z*+HSnT
zX~v(>jI#VEuPcGLP(#${4{(_U@L_E0HC>xdzMPEA%+jVMF>FjO9pDN6hae_N)jpH6
zmL#}RGd6HOSx#3=>FRX#0&~cqE$+4;2bSBVT;U)GqXI^5THH@y8A3jSTus$)J~O+D
z^}HV)#w4vy*{z;?*s}Bn`XQ{(ce(E1@C^Tx;iY?7w)`UO+A0rmf3r9Ul~o+SG@<V*
zN81S_6sp0m=FwC5*~Dy54H5qr%{qgKGvF9`+c?}A55PjTmJxcM=i8a3oc7^?2#^-!
zI`CTZr~?&~0wm0EV(wSG5k0xfKvVs1Vau(#yrG{vyNTop9dT<Dobj#KG~SD`ka?Qh
zgSpRn`zCz^Ht)wmX0COy>7}ZR2~;Ge${hz~j=H#(XgV<%tef#_vG>V1RHi2G3sp8i
zszfTXs_sg_OB0S?Msrt|(@&)rpLD8jQyC;{&>h8nH6}<JB@a)b>JJFMeEwYDGfM-i
zm=Qj7`ZDDkoMz`xmkkS949wosXpZf^9VlC6!3$@wSGi)%sbSHMIfIVI3C!bngXL1~
z<)y8Oa7E@HX^F-x9{f)q2E4Z`RYc>>jdvE_|JO(`-xHC>G3ak{c0ia|++9J~O`V}i
zx^9RnR*ECm!d+6w;-m&<a{Jrs)~*A4C#vD6tVzqTl+~YU;%|d6*4i8Kw@eBjVx>5D
z7vV3%P%9TO*!(ndM0C3YjKLB&g*+%EH*gr7_P*S{^rD#(7F{4QP%{H&MorZYJe83j
zXvdv<BG|H(q}4!(8rwr$5-Lc23IitH=dMZhhQW%v13|#8!opX?<Lnj7d}EOH81R+u
z1HMvqpll(HdM-!dX5Q{t;Hv_A8**s^>j11_t7=dT33K?kKfi1*QhUxMY7Rxv?7}>4
z$o;lx`xlt>`0jIS{dh9$tp9!Y_PF)tVK+<;?p;fp9=gNLMxEiNy>I}8NL+5q$SCP(
zuVBDte@B1T4{|6hVg&a|-LiZ$-TR|B)8M{O?W8AUrxsSdf3CR*0iI}_?#r@Nraa*5
zaRdnvKN}==xaL-c4Y5dglLO~7ArC}c2a-!<D~j{8bf(@o4uW>oz)B&y0=1ocwEjC{
zKPJvq+bfh>IDlZ$V{CWL6!5s5<|)~T&i{3S4!O)foYm}J-#K}elyLFJ+p5)B%-Z)7
zF~m+j$iR|e|7>ep@g$F!`q{t-%NHlz<UAQI#y?<C5RuZOnwg)mxgSNtE;$jXGv-Z7
z;RqEXe(kg&c*7*Nd8{K81)|Qox+(aegpzxHgNazoT71?jmNO6Ka#RcLa#2onJ>zQ!
z5X+v&ryrge?s@SrYK>p{+aj~sns<CxjHBcMQ!896JZbq#!P4<u>Ttotc81FeqHM21
z{GVi~9wqjg*JAQ<AlFM;SKEy7UZyfklLGiQfblCY@nwDc2p2Kr)BZKG8a>`xdM3^5
zg-i-e?k}|-ZISx)XCF0{UGN7K2*9fQH?LfATT~sH?t1fZR$LZJ<1Z(3m?%eAF+AoA
zVh%Fb*>h^RgRhtna;-hG`<YRgr&OpfA|SyNf|&dTJ=|#Vc?p8-#$9HwWB>tfn}tQf
z52WgSqb0Pm&2M@dFg(!1OpFzyO*wHu`G6&v&5#!{l)q6f=<Y)gr^hYyaTXH7`0eG9
zhGzcET*U8UaUvm&|KHP}oC}78Gs2zr2E8_=b}!Lcc6EH)Y_X<WwrqB1^%?Qj435xM
zF;@YG@6Sc&8<K<=K<^Ieq63T5YWM22I@VpinNM2}!?hGv^2cXlf0s_C><W@z>A9wE
z*D+pt<1_fOp8(cUDW>n!r>S2qgveZGc&r!dEPzy4PH7l}5GiK4|Ac^H-@p+3>|`EE
z5s8%jI(!<C!$HkP4Mx*0x9`HjO2(mY{jl&3B=#Nl6%^*}q03q{9;DPw=KLc4{MCfH
zbF=0Otm2uk!;{F!P%=XoVas<gfl%s<r+`-_{bLz@A4keB>EIMR@QF)=WVSjL$z(JG
zbT*_oIr*P7@>-Ckk*T?08}HlzNH$d3kdPR$DJq?mS-?+&$TN-jJ)_~m^tv9!A_Sw1
z_p>dXxS0G#d3rf1Kf5CipomIph~mWT4dxCqSdpc@U94t8xj3o0=~t)j2zVP+AeAMo
zEC>_H1)dAz``Nw(0=9~eTQO)a;}_|gRmRzCoYERzR^5+^9uRp*(S9i0qRilu=L8?W
z^_96deJ?b!4k2gn_oZ;RM23R%CyuHU$f7_T@~Tf~-`uy@Q5lI48d!4r23k01CNt>6
zT&K_6dV&A)H+mpZ$*3}QuX7@0B7V;Om=r_vOLCQu?vSYM0&1dCvb!@KmmKe?CE`7n
zWOyv!)BG`kZ|+#C+1R3~qr}?6)Z^a(Evu0@3_2iIjt7X)B8JgC<4D1rfHTHVaX8^b
zj%4VEe+(rkd;4>yRq{?J#1P;WblYh>-|OxtyPgzVezKJ7Q=F*Z7z^HUd_4uCo-5Cd
z{4LEIfkRz=a5O-k#^PqWmLvtPg>3oEp3CUS&;W;Wtd9ikTbs{_{O6f57DEhO!{B4x
z@r?>%-%K|)kj3LLTr&{R3Qe42Zb>li7rOx_(4Dz{NR<Y0Bc`eL-cRBr0;8N)X{Fm~
zA2`A8Sj7w!X?w5c?Z;SI*)9ue_xIfTr?kxc?e>;y!-;}*pYr$`<HRif)V~>3?E+)O
zN@|3A9A?ZT9|A4kPmt<WFzLzvf=1sh)=mP8eRyyr@*9*W#-jQtYs?twX|5;8H6D&U
zl@UfXuAWh;{F*0TxxSA$;L;)^mtQ#7(6NXE&$T8k;y&a{*SU3R)r+H&0iZ(idz3VL
z4ooh-NziV*M}6$4=le8ww$RDG^p#-Ynw^_wK`f*N{lhwDV(|@<G2f%V7i-xhdKd&J
zUK(bfZy@p3tk$kc@-NAl23)nstBK&EpR(c-ss2sBN}D6FsPTRTqQU~=Q-ndwj5+-d
z@y5dk9N$3$sGpZi#NGj?@y0K&0fo#~R}T2P7v1*jhD9fH@gF~UX`X7_isb+fUN6Ng
z=?gDR&mpA4xw2lkCQ?&p0MSD|fLyMFG-34|1wnrbPYYfK2TRX5E3yS?0R=k&)yE58
zf09ZS@sqO&j9e-4Af`2fk5(yph0fdCWspP$q(J-m*x&8b=kK$9MdqYVrRzWzCgt2{
z^Awd~<6nvxkZQUg#vmDe8URq>WPg8)a35>lhd;Tcccmim^FRNum?;yBj#$Bq;)w~J
zAwUloRC>z%TreZO013F?&KfwOHd9X_`}w31>5Jq%BwJo3%EuNU&F*8WTm$agoT|Dg
zZQYrCOfR{R{$q>yfcFGa;fP??rQ<Tp>6F3*DvRFpX>;qr0*(0^N(nK`pCQ9r+_G1m
zqMg#kaa5@XNA`oQSe%->+-?3=EVnH=#Et_*`(UNwoINdZN?51Nyk1X^TYM4w@Kw+1
ziB0eJv+$ka^1)Rfol@Jc@I^~{Kydh%Fb?J^J5s&-U*e<aRTGBBX+p%oi>?nN_&a#@
zM@{C;df*sEig;{OOW}+JySu%6juP|xpEpECCQ9Ja>39UUbW?cz*~ue;Bt!xh)rBtT
zP=$MaPfW{GZ1yRPXp;`y@7*ESsoTb%wi3P*>!xraNgU)!cocg}QbkZNpu#dK^qQXk
z$@|bPgFTnDr8@~jX5zc3jD=kU49_rXXC@cJlk^`)B7JdD7f(}Mj;|bm?GZZ4!2Kw)
zJQJ#dMj7GGD40;5aFOv8&+Vosx6W&G#Q|?SIt!UH$wFy-uQ!)F3n?o%)S8Kf7w05H
zi2>|evGn+%0Zxb&%}>?BSSmAnJ-j0hfR0iio`jU+A^&hg#~(Ocn~KzBmtQE)(TfPL
z2iZ;I-3&EQR4Ewlkm4BAlLWt%P2(DTN5eaP|4=nlqM5Dp1+U88r>`hU-K!$*k_Z)I
zT69S6e6ZrTp;5S!xLRNKojZ{gv<8W>k{@iCD%NlCk7Qk5M$XPbbH>h5br4fjcR&4y
zIHl|7s?T+nrh~OWVUVUQw>b7UMEah*;R?u7wR%s0012<dA(eg&arr+eY&>Nfq^BUu
z19HI1s+NVh9~v=42j!{IbBv@(CMT_~0jhTVyy&LK-Kn&i5%N`N>a2Wa)ZMo-_sFF;
zLGN#fsuuz+f=}OF8D(NhpF=}1(%B?}h3;<wYfFh}MU8;j<82vd@<*U)F^EXE_~J2h
zipy07ZdTp;{e{jNgGCwKtX^;@h{J*maTOn2Kgn{uyFes%`Sv+-|GFjkLo8>r^jtL5
zJ()$29fG>Jd9QGnCf2-9%}+g~kximw;_K$U6Dam0;c}Jkk`1gLpE@UKyPVOGn`k6F
zaD4ml!8r}wOMmc3NPW<N3P3Dl!DFQoH}$IwlY5AyL67K}6*EEmb)h7do>1fHiq*>H
ztfG3~vFlT%d*O3l5y_}A=)YU?l9|3DlOFU1S;nK3**t!$zTWenJBssa{-Ee-bpvcx
zgT4}zjEB%sMTyks%vSoHyHI7HJ9$5U0DH0w&WkK()Ms7RsGDaT9(EvW`;d*Czw2|*
z=g3sKf8<p;W}rtAVkuF2#?I(gWzX*JM{Suz$1kC#iy37OTV-D;0iGyUGc61sUVSiP
zY*NF>C#LMERGI>gRmX+{&-0WgWEN<Ocyfr0EXxDYHglc6*l0Fc-3o_EMIVbHV;Xug
zYa*v3<b})fEG)B1a+@{HL8}pssQ-h3Z4}%fz1V<i-cI~9PXGjVnrPWs7BrivMRQf1
z^O)M0Ci)jMVkmP2il&!mqwN<I@J<|SSz~x6v62>H3?b%={_MA7gvf|n^QYWN+~kXp
z3CimEMltzU$;;tu3-Qtnr1pS<v9G(fNxn}ryk0r*x)?~OIJM242%%fl?zba7iVg<9
zlNfm3-!YIfpKx*#@jMfzQ49=UI5aW#|FziS{?`{9al<AD>PN8r(o9EG;>O5G>U)C{
z7Z>*pcSWx=eCV&&*Wzgv0BVKV|0}pF^o-eU0RpQa!Tx=^Fpr!9x!aBr%#=dvzYl+1
zzz~O5<oJF{l7Cay7$1+&5C6$~0vaR#<~_0HGiv-3y-kY<#_olY>;}1e3cTV&NFY5B
z2lX$$``aO5tcpHe6TEnmu2~rQ|J70G4a{Qr|IksGuh2r<z5ajdC`c+S%IdfC>r@U-
zV$%H5CN-Ty^0yIC<ztk;+{!c&MI9-`Pm*Irv$5H5BNabsmP&G6Rg?QCnCTjApZDBj
z07GrGe3-6Pwc<+w??}Ylf(8Vk0*X{bbkfT26jDjHJ#;M^$G>n8*!aGIUyzqX#R^TN
zOG6K>L?LmYcVOif1>XcO0snpW=TuK?$;44uw=KXmAtl9kh<)R!6pIQAdHN-x*VrG?
zD#p9CZ@%L3$*;U!Mwl$tu=u6(J<7j!Q(778UzY4wh3d+9KDK2x5w3hL@y$-X2D9<@
zq-Ru4_uQ&8AM;0LV=$Ve?Vl}wTN+hPLdNn8qq8tn5&Xke&b$hXh33-_hgw-6C8OjD
z?!CbA&+#>~H~>uohrX7iA2aHcl>iE1GXHgHv(+LQLf~SYOK}+pg;jVQypnpYA=Exj
z%6`MoFeaRiy867MX8TY~^U0LV#|Sh*8`+LJR**cWmKOG0fjk&-bxun9a&H4?z#4cZ
z>fXC5xGQC?ZS%rQ#k<BD62jfqdVZtQO5aS3(QTKMw>4P>%QttHpG;GbX%cpvR;Xf0
zI2Q&5Zi3=j@f0)h0hijNVQk1&R&3bLIi!M}naA;+sp{oN-okBkgTC_Sm+ZfoahWaS
zLFNfiz7&Ow-<g_|7(wm_;{-I^O7F{|*@lKEsXcZdY)`4qWytagvYxCW5AfuhakBFi
zBJa}|vD4f-y7^2i?Eis`Fiwx{$H|;t!KxLFdT**6_P09|Uv-6vmd9(4jqt_k>FGgc
ze4I4&oSg@_|IQr8wM@B4v~6pT{C1<S;AJEw<>%)o<$e2|S~!U;V;!wv^Q7}0$#ON-
zj6q0P!CHq%8*;cS^j5cHuI|Y$jb~*A@u9C`-cDKK`qAh0RVZ1Bb?%{2<kWk8md^+J
z-o>}Gd_F`gG&MCErpdBnmvtN9jwBux4$Ls{$4X~==ViTfYXe@q;9D2C{2QJ{b1P%F
z!#aXUxzMM$*TCWZI+Ql3is@nG+K`d>Gd9*?$mHX~$`2{FEaIeN#l1%j&PH@584&3g
zJ*i87p?p&~|Le4HlN+m4;n2(6N%v#M45^|>cE?2ARjino>KYl6zdBNVSi=vCxzn1^
zJ4g5f8F>)3pB<-9z5Pq^k*0t{LThz)GhLvjoe@q1O!3ZWf52!;XlLV!W1?`Am%B?>
zNZC$;m0{lJGVS#$qY0EB8}BE&IV;`+h_CB08J@RGHgI|b(ycW`Z(JRp>R+KrHX_#@
z9dFd*YKK43DM+A>DZ&%pu<?|BBAIbn7nYhF_N#b`_;V-LEq-zbk{bAOUH0aPzG^p{
zvGMB_C!&wUiASJ{N@4(eopiheW!It}V6o-=C^E-^`so@cgDS;+2bHkq-x}`oIN}Yf
zJowQiY}wC7dA5&a<6orMLTEi7dqS4Tyotee->e5X=uXgNrgMLA*;ZG`7OmDzQ90H}
zJ>Yt8bU}P8P&va2$xvI7N@b%V=`07P84RDoFh+sAtG%$gq}$J(lkM$%-|;Z)%=@F?
zvpbmlERNMzCSK1?-d`)NswynzDj(jgJ1SJgttu*(HLV&NDx50T${Q-3Hq_9u&`~PT
zwd}+`*P|zEe*T7D5E2H*7?R^Fnovzn9`kXKbnAUI)zBUl6&hM(Fk|E8`}pZi2G0fm
z%{U*GkR@N$xKe`JB`KIhx0Y3B_}DkGkE0OWWqcI9k3>XP3Y};#(`;V)=l#(ZOODr-
zbo7{n^FXG?10Kp?)NfR$n-=&AQXU=^J0=!RPQOz`-Q|b)fwwaDr7I(lZmN9IxAu!l
zgZ_Xb!{93Kre}RLdHR7=eWSaooYjLyerna(Y-pL1+RW&6sH||_#*D^yN?`E7m;f|X
zq$|)o$q*AZQy-#IdvIXKkf-u}j1;19g|DJ>i4qnps4nrUTqfe_>{47)SbOu^Quz4j
zXTQh;C}EKB_xW;-__#QIsKkTQsNq%8zuk?dki;TIff}VSq;S&Jwz-n(KlL75-8KD>
z_;5rbV6X7sHn^szquf#UwiG3ISZxBu#(gD*$wH#M?%wF2MV?fDtf8^hDY$!y!3mwP
z6?T?T#~bVv*>PF61ysI4-+q5DL@#*Hkv3@Ocx?G>7`f#5IV-8v=WZdSPcT;e*xq$Z
zQc6+H&<pGQSMfM09n+N+>6kU&nRyzo@@^AhtjiP`D^!N6k;Pt$B=ta!TW<KT*d!;O
z0Q#ny?Hmwx$D5RU(u-nrRZVYOhShh+nAnG?&a=-t>at#L$>Z)kc5PFqaH*;3RCn1m
z4B#q~AHa%LEdQ{$wgi&^{q>B@U!#wOf0nk@Nsx|)I_~)TyNE(t3h+hh4D#NBB~d~|
zz>OIhbTJMj7u&X;DCC$9%y3C=p8O}EWwTrELf&7-D>~<ANL0a3nBcYuX~12%YM$9l
z7t_%<sodq-l8ihNVp$KM+|<)2;?&YXUuJEOyC+M29^jH2&iJvUF2Agv#H_1(PN5Em
z>yrDT8__b6@9eZF)z?t>hrHT%-+uj=KFB*ZbMYIeHZ|Hr#9`Fs$BEK)UBwedO-kI>
z>W7k%@k~BtWo3j9*zX>r#|gPKMdwMPADrAQwka|F)eWZG`9(pzc%_+wGGFw$d`6vL
z&9A~Hnm#)eQUqi$-vH0H(~zJiK%<wA0K1|Uljs><%Ep;hX7FF$Jl&OLb`I<!It^bL
zUA$Qg6V<nFc%KI9hrSg*+Wy2CnuzpnqgkS&eLp9LD`X@;E>-)E^aJ^jjgOb7*sN~#
zQ-k+;of+Y-CIaa#r<^{--ZGNrgF3b?7lYZ&VdEyYIv+7p@6N^5Q>ppmO2z(ZCrz|E
zOk)v|+S1gQSqLgzBgzulXvVxg|L^NqtXCXv7h$U5g&UnzpK=8JH3?fMup-r2e+_K7
zSL)NDFYCUkg#nHr4y`8Ern7rat&IAN;47Q=H=d_WDH4DCgKnbzFj_v-MdG1>r(<0R
zP4WIYUz^ShqSS)^GhM+QW@A)xXDoJvH_AY6vg6O+CJVe@gGO(E8A$a!jVReiql2}U
zyE@EU=S@vhiXlt$gmMO2l0>e4*Pr)41%`TA%HxDI>QA2%rxQ<2e_rQNq=f5MthVUN
zp0Y?U=zH?3`8Ve9)Vo7dLO(DFX2}kG-&43>gHH~;qBo7QUa4Mo0_*3wXTqL^KX8`^
z%~$FA98FV*U5vfAjUASM!BWP;Nk%-Lwz+o(PN*4_D0W)A3A;54`_w=bNM3%0yJTz;
zv|u*eEU*)LEL@gy;||xVC~52_;579q2}wi;v)M!9ptF<Hvu9qwPjKYwv`e}mFGvZ6
zqNG$$>=SN^_t-{xMk_O03j9}!ys>NirTxgz^XL1sJ`8kpM_NkAawz(}IcuAj;x#-Q
zM-Rx%!eM-fS`|)o_n8L}RfUznx)dnO_2o<66fV%Rxc2&O`02Xt`U}LRUml-sx^JNL
z0n@(KMxD*`&)=9Sxwl~4?La$__MmXIrMG2q+Z=-5^lNprG!HWaG8D6%zOTW_10{T-
zS=}y-bkIj@+U{(<1f!7I_hR#mjjHvoE_HltKRxN&r0u>Zi=@DfW8f+qgnNHb*Lx0*
zmGp767F?AvMg3C+N>i9={Z`ettV!mmI<WMxH#ClBxyG;c3RFkE2xP5-eFU*X^6N9%
z^2q4w*n%?~o+SNtmC(Axv_P(qgS<|bT@@PLx&4ktW|FOdw2v<$8{#f%JOglgWI(pv
zhl8<X7}?C491S-DDpS8_LK%OdbQD{IIcYQtz?009%tM%4T_>2Ni_v-0g{#-S?6E<T
z;VcI!6B3Cv1ZHA6X^z$-jvWP|<TLhLQHm&nhJ$l3y>e8eB4_P>?f!6022b{F_2rim
zM<`@;tCn)xz6$hU5;jmwBcUX#e=k)-)RFyKFqEsG*Z4`IBHXXFdJUf)PfN2p1I)*k
zfNlC>wId{3D5>M5l*=7OkxCCGQXi%`vjOj*$|jrS$){1T-qhwBqLpv6UV#FPZi6Qr
z?5uL~>g=_bNT)S^8r-TcHYZjLDkPNl2vpYFjmH%NS^Smic~D0jPBx<cdHNtpW3zpr
zih%Is3u~=an}$0i@emVYTvP9j$T7M;icACJ6_rb~m5`qwc{H)f*!O`DKivISdAAC<
zgyW4ySEzYbYIB+Ndy<EGy^&VdIj|F(xs_vTo)=&)Wi>g=l`BvV0KjK^zQ-d5oEziA
z{)t~(kKA-h`E!}=GUx~xU6_#bCyAQGOJ+4<DrK$=&{1^6a$g0Le~v3t2@m8gNWj9D
zl(Wp{E3@i>Q#OF@aI5*(N%fh8?kAut)na`&;vayF8W<-4%N|dZ|HPUP8RXzqz&P(5
zGMeL%dYbT)9+uYwub}V%{h~BIs(%9wS(HG3Z2F++v)4u@{sFmK{(Cu6s|>1X`~qGS
zDR1Nz`O2$5xUAGqC+X)AP?a1q!gpkKK?oz{6BIixTEWjg%jnBUKOcN6;L!GSNa><c
z2{bJSHJ8K2$%?$z#cYbgDX<ZGbuE8==aHL%!};o{41@C<)BPUR#esb6oZDVS$(i<W
zKI3&EHb|!zyC~U1!kzp6$1kF}<fNB1D0@ynQ&1Y>OHs6|X7!X$3Bt!Cf2q9d5`9VJ
z;fKHkdRomP%fN6`=*}XF2iGPPD>j&eWC{S|4+$QFPlV*CS=l8GmuX_N9NDZg@Xvj=
z0?+@<tn~!3q}M+=cY)jAKJDYT^}%4r+S?@ZSXZej$4@7U0D=36BPwC08IRAf_erZE
zh*!zHoNxc$ROHI!z#-HrW0#dr5n?Yz1A3q(j)aW5z~lvtA@MBcW*u!KSBmR(GSxar
ziBFj9CG%15U1l;-V&_t@F6zhGJkQr<b;1eFmSix`(Y~^Wcru1t{hby;B`h&2+Q&{q
zrG*uohYFrv%~3@`X|;0)G2BSXvLXctxJC>L(*zApFZ*GACes|v((>jdM<lGUFG}f3
zHUZL(pB2igd!kMq!AL8%%{TG$K^+KQzhSHkgNTZfL`|0_bfjsVaPTLmF-=-}abX&+
zVQ5r2$BDMQXneY%VIXD(q7tUJdY?wZwh7^&H&@-`0u`q<q|7Knb}S*W)BWqvVGo<F
zq=)SqAt|6CS$opFrG9Hlc*Zf(3~4tqXW%hAr3&R*C_Q;uAlA$yJ7n0JT0S*+5<RO<
zGxnSgqy+`2Lkt<-PR6jqJqYmwQpod9-my4L)ci)PJ2k$^Gmz=r$Tp6U(mIN>P@!)E
z^d}hb!L*QV*{2RnUmJ|zXC-i>9ISFQfw^@DH#u{%fUQ;EQdz6b{*hhiSybTt$_uZF
z8uSS&I-LRm{P8zZ>@0$<nDHJgW1$<R1RG2e%?tQvVcFhiefAj^NLpq?e<gUsfeAO;
zu~I)%)Cb9&bL1{M4VT0Pkul(vyuRw?aXXfOn-|XgEnv#Y9}d(;+CEl-9HtG<KC)H?
zl6~g`kD`3Sujp)y4oH(9va8hKuSo2-YYdVb14bQy59CVsT2pW8BO6wOgSv0H^8Ohc
zM>rKzB-v#QFg<xqGE&O4^mn~~=a=t+IcZCij1w}ar8*O&U-?=zUw(xzW1$N&JHU|C
z<#`4@GF`-7QP*IB?EF|kiCSN@&5CJdaz;8((lzzdNI7q#OUNV5)cag0XpP*RRWz0E
zXlbo|fAq6X1z)uC%OJ;G#pDiGsm9CL+ryR{8NN0o`39?D_~qfNxVyXOnsG+e(GaS%
zjZAzk{l?R{3ru+X$2G9yVgyxA)2ph*r00HH=gOSM9>0ri-7L<#68o^VwG|j>TvaN)
z;6i^&jGn-};L?AuC;PC<U-PFwRwGuh$1|BbwE#2k6aOpuv)uMW*@KxQZ#+bUGn$X(
zPUriZQ2lYEm>T7QTAfbj)2;*4D2rJmql?H&Qs%<v<;DAFn%IqcpR~r^5e~_tm{9F^
z$RCAf(Xqi*MyUy^eYA4d*LX0%N&nWqri`kctV6;Q(1AYl!l-32%(8%jO|p(PM+tMS
zKj3T{b~&Ma`|&93;vv$#%5W$CZh;)Dvy>3L)&F&TmnP<9i3J7~r`xWQFwaPQs4U2_
zAcWJ+<eCEkW#s2g7W?P-rlp*lG$l>JftF=%rpIcEz8l>gFNmH~Dk1S-BobA+r03P$
zIOBH-t-c+b%guHMo}T<C38@1f-oY6!`ump-Kpz3KhVm%zkTIGIw%PTQkQ|DGCEv?L
z<aKEXcB*0JoBTP34S%Lvo5BVYqiS(R`n7vq5}Bu*Sy4sc$!u)LhE^!&3HhTF1w~w&
zOxTmbvTQ|=P5*A3oe`I21C@?&P^b2WkDGrdzkmS8)p8L{2QndcHWfpOjEWSSeJ46#
z?l+cCXGExC^C^89FiF2tM~2pmv)gm2KFL&*9|~Qp_2(v{)#0Bolu7@|-;wu-^+wU%
z;=^I>LQ+-#N0m4(umD$=2GDqn=T(H@G{IOSS%-x9Rg5#G&I(T5TBAiDq8#ps<@p-1
z$(aQu)l|uKmpWCDu<XFpGs0~ocl^VMyPx4S(uZ7R?;IEgTHLuWvY+!t&FqvEzSdAW
z%Z(J}H^x$+?z77MzVRV@Qx@_e^=Q2qBX!6);c&`@=wE)DDr%`J3)KHtwQ=}qhB&+L
zSB$v1!@h1J#@0Wh-Uu@+Bit6)Z(h$|bgtXB%BgJ%yyZ_h6d|h&&3O61331+?8B47`
zYAGfv6i42;)g2(k3))1-c;CGC+|vh0-mAA+`4n#1-Fn_T3{N{9oBlCif5Z!JbaN7c
zwvd({o<iwSE5tmi{G)LEI%inBe^$#{#cq;(W2+P;ci&g*Rlwp_vvH5#-tR?=ppBd3
zv-;8Fwc1?42X)c%OSKd;=|Xgo1FY(#nC>%`{@aGdk2l{CI<lKsZ~51!6o(`6L$%2u
zj$CQ+0+v?r5(`!Fm?7%XhUm8j3KWXA0Rbc>szR~yuy7Ah$y3SBWZxt~p=68DO$}cl
z;v3~h0S3o_gdryX4`^QIOjVL#DDZ04h>ax>6=&7-qwRWyIBZ%?DJ@)<XTI|%a;38K
zr5KSyS3_g`SN1dBFvs7jb8x`83YRo|3jJ1f1t1i7U7jyQUuS5>_+kBe2=RfF6(ix{
z1$!=kBhmWn_vT!(gyh@rm2z9aS(gV(m?@KCdb>|#HefuWqZvxG(|YkxE0`77svpP?
zO3#i@i7DW~Rt9bhADqDa>>M0MM%guP!2~9j2ohVwN539-TccR`S4)8wpLL2xK(nQL
z%OP?`34D-fp*`AdvC`VfZS5v>CBKx}d5Rn5AaHzn=@jj(ZD)K$-IXJ^pUAjSu2pV|
zvkA^qld_2#jM!m+_nu9+%<ca8>`Qh2er0pfN(Rx;oLz`iNlugm2HBT@@!8$e-{@Oc
zpq7k^ALsb{YxKUh%CTb__U!ddpCxnly5idg+=l!5(2yeZJBAf8E~+2I_!<T%rfQjQ
z0cIJG-cFJJHGny0+K}D&lu2)S+kfXoFjhcFl7e&p8MMhyAyP@!|AxyTPDW#jIf$gf
zm#&0WBDZG5L~m^FvpcQ!6`RkyD`tbySa0p&WU^6UEpLjD`5@+7_3t=>4gQCzpu=l|
zSk>cA?|Yg3(_1g{oWbzlw$mp{j<gYv$&^rO9H-Ywu{raBt>EyMY{z*ciaNZzP7$MS
zzqURlIhwI8^D~`PX{5e1;zEDV3gpkVDcnYXj9d_tc8A0oXu)-jqYtb>ZUl9v@jnM6
zk%TE0g<0^5Y0w0li0#EOve0gF<5iaq`+)qks^*DoCezvR9bO?y^!Et&pQLY^phVuj
zlkaFcGe=<z+gg8^?VFfTEc{ke$r3$Ku7H!Ke{4+y@g=#5(psM+#E2%e7~d&(I%Ra0
z6zMZ65VAiajy@-~TdV%#mUH}6AG(l&Uc-FSFlOjeD=L2#&+jH0kvubd#+Xbpdx0qe
zc-R$orL62!SL=y+c^yL8ySmUp*f;X>4_Gu-Q?VXKqK3uuy6Y$yDJ{tYG{1A&{Vio1
zu!kJedtH^(KJbE7Oxagu9>mLys!it)QtlxBIP%AF%Jr%d23=Ot#s9ds7NZ+@FkRk=
zjOgDO=-|FwI59%f@6zi=FKE~&AUQk05&_^vT7?!7%4fzu3f)qN9ET44g08J{lT4y!
zH-rTQfk4GmPT@-C{Y$D5YeYBf65~s|BuG%O;ysvb|Cu^Gmz^BzgsEfChX~fMUA<hM
zm>25q#E%NHVkGzTYb6k6>fWWK6|O<3<=K&}|Dw1?sj(VLCqimZfi<83E`ibhlkN?>
znwZvW13gqGeW)qi(Qxlgy^U-e`&am*R0f(^?mwED({d3R%VgKU*tO+<m(20EMYDnD
z4Zp9EweD*x&mF-WmUp~<I{Ez!sAP%km6)9l(Zu>V#}bf(X;9mqqBFJ*8wqp1+P>kG
zGJOQ=jXMc-3_TzB$;?N|s49UuCh~M(+0Oui=nVl5tQHxwbc7`q-nZ5Aa1H7+v{g_A
z+**zvhtjeAdy-HQk_1TIiE9GiPL~y-jsJDwuwm>c9UpUyw}8brJ!vifh-S#=yoO18
zQ;d|sFXM+4Cy0cIIvmXyg^U3rP8x0`hFi)Xxju@)5$MU=xgvQ`sEo@Jp)lKCGB8{%
z*KBUmmCDrV`C{tFgZJ34CeXzD{K2iwwE8TAr`TTyjI~#wSD#=6PuRS*o>l7_n1Tbh
zEcf#&PVh$_9JTQPs9>GJ@fSFc4LQG2yGq1@yxT0ZMWkUi6^?<k*I4RG3R<jhzkw&l
z$rVE>1&(g7Hsh0(&a-r6F(5x@J_i-A)91#Nd%Eb%R7C(qP(tfwz*kdK(>|&QRrxbd
zMHR<O$GmWx&ljay!XQj*Br#~G5Dq_F!_Dk>1nJT4%CSs3$?5<<D=5lCQS1)>DFIRr
zBv@N)i&z|uZs~{>>7cG_l9E1bbya86HxK0fHLPP`e#Y5F`B0v}h*Z9IK&^shBwy!9
z&W|VW%;in$g9irxXBkkA_fgyT>{e{bhTZ^FJc-_<qB3u~frwV&$I#o^<D=tsY1a!@
z!h$yM=g19l(XZVLD4gKtu>_LPm$#s)hj6%@!Mx(>ocG6x2q6bJWKyJiQar<5dTF!%
zN{*AzzzDsb5ZiW>0bk}GRv*;?%!F2AoR`5`%7pSS^o|g@FQ|W;*8Rml2w|igX%}m5
zQF$uvp;%t?OhV4HmR{p^(IpIwUvz(OJH1@mxavajJg+LHQqR@M!?d-*crRQHkD5L|
z(a0ZZEO4c+p`TokO)a^vL+35K=Xn&=qL<|gC}$@#GIEd4xixO*)vh`E<mt?Zrk{fD
zj6IByto2`;MbS;C<A4whcFPB%KG>2GneLBpHlo_V{1N?b4RTP|k{1iY+hWdMwT>ya
zaqC~ryJ`Rbrg`P3(+Q*Atd|HojJ1ldaaUlN_5FC9u47`YnP<lOP~*%&_O_~(;U$Ov
zQM?VvAF<QQ%Oj|TFTcR!qt;+OFp}<tFF1%{qNU&0vYL*j#4vsPylo`%qWpe_n6wSE
zf=$x8FjEzUcSAD9ai2UhDB8g2NEiGCt45;a^Y@w`ixF^qG06qNW7V$n^yYL+h{Ov(
z?a~=k2h+mbSO9j*be4Z>d;8u<<R*--@a;@YQ$L5%sL-BTOR9fhxnrqvirB6Px`rFI
zteAcAEA0kK!Dey@P!&XvyMVr_fr}&_eNSnPj9}586sY|zCq}%&V1=D{n!XUIWKBMU
z)JWA@Cnize`6T+MGgw48`GoJn;HluU6$Bp4qK$9z5mn_`Hw|O#7rIE4L06b!dkCZ%
z)((!3DmCDn`AVT!N|}`9@cZzLH!H)Ya49~jVlLWbDlH*#$hI;X7%>PB6Og5J>d3U)
zNE5T{TPm!9eB^0S?W~}XS8sXmf794YjGP?Z>CvS<*|-pG>4SuHhs3ppKgf-#$$>?n
z8=6Q&7mfO=b~{x)%=ZIbe2AN0l)=Z8?9RD=o-N(6*PT@|T(4?3UkubM`Nh9Vywo1y
z{#C_|c3SLdP)$3A?zI*D#6~4-*Njdyhnfp(SSddNdB#42&cD328UHHY(KtqPwAZc?
zIy};^3+I#4DC!PcIKnCLcY=CnJ|EGAg4^eLeEkZe@(x>lFY<V+Wc9djb(QTYZxw<e
zES?CZX@UHnoL?)#E;zPsXL_*qHz~N&4jt;>=I1W=xmSSk^}0+u>n_b?o}E^e)6<U)
z^_bMs1#pUH=ns6{{}GQ)9PNOG`d|46XvP|(xOU7a;Yi|5)4YkPCoQrc1-OB>8D(Ia
z9JT*>U<NjWDur_A2a>Y;|NaUilV40R4^3Yy%8G%Q5Tt8-6TY3%5?MlEb3A;%R<RFx
zRp+!-Khpk6%?~x|6#o^+4j+pc!N#kSTs~>H6>SLG5XJnJ+$$*mk=$P7vz9VZ4rAM9
z6+j#phoL!V#$U-D{vNjg8%~(gQj*yNuAQN@tuRlY)eemBi~Swn52i2vW$5zv`2V_u
z|2_W7=vkwMN|4LmwT$02X!cjmrC+KnbSlOk+o+FQGGAgXmWZ9}!g?93RUt+y#bi<6
z>EoGc5phc3jaHN}BsBA11>1!na0#vrd31)En3P7YW~frkE0SNG6?@mjOTp)vRsYRR
zN$DpJym=r$4+qD<w@cfMu`fTTt%|g>Xw??ufGt_!WZe8EveF#6WDSxQNyjw{!GEkS
zy8=st6vBuk0_S!<Rd;r7!~vgPAprKWgQOU}%dGKQoEG3xr2l1Ss9G?=yg{Kb-7DH(
z8a4LxxezB5R`e19bD_Fz+OYADvLg2g?(2bEQ4O`0{S`Z66!6;%Yx3y!a;inj$Yha*
zB@yD~*FU52>R2{hK-tEMGpar4bX1&AQwY<13`4rD8Jsh*E2(b~HNJJJ68Lc$jrA%L
zIFZV*!R|i5GbVfll;|zZo%Rs5RTCGo-r64*fNtSQvXsC5#Po0WFY}I@Z?X^SJV304
zxHzHJbx`QV2i_fYVroz0+u|6(=SN!JKYJ*<kSsd#pCqu0;G-PGFT?D9;tfdtS`NtL
z@@&ze-__{G8JalLC?9Bfyxa-x56#-rRxE{EgsaT<emc6|8<|JG$=V>H>P+Ez!T*5Y
zCSJ}?79vwzyzzY}M#7AJfA>pTA$X^z##jVK!caagC!own(>MvN_xDn5ozLu@Z%ron
zA?>b)U<F`cbmq0@otF#QD}bbNmn>J$uArIe`xv$TQnmZ6j@YyWWFn$$a;~XS-!3k^
zRx&EGmpz~MYqcU(2PZBWL2Mfl2<egCHyM;gfmb(;VmGy!*<+6>pw+rxrW@kabWHm=
zH@nfL4iWee&}j8*{rCJ&OKla++8)ZuB76YJ?d;pMQ(0USrh_v+d4{hTT%|78A6}iM
zJL{sud*(>?exb@2pt(Do5HqS6*kHc|>?eggRNtrJ7(RLEU)evy<5UVJv&Qt1jyv+V
zLH6nK+oY~b-@mjc*mEyf9E-w4G`!}^JLsyx_5CYx=mM9)olwx}f+K!QDRfppj{Vw@
z$9cn@Ollx<Vik;!*cwfN%x<6}iEOh%XfslsjUfR7ZOEw`#}}9agBX`HOB0#Ai+^}5
z62z(BdPuA%X5XD`RI<<vI98A|#5@y#fl)rq>gd>ZlD~nQOhmm4_8b)wHGZnVoAkP}
zQ?hY}PZ`~Jz|j=9xBm&4S1m0?)9M9Wjn>VdL6$|h=~%Qs7y~J!VC>!oB-3XuAUbd5
zvQyfwb~HIN+fQJ_1B37W&YdR`=Oj*;&vZYg=wM{Hnx>tKn}p!1=+D{&GflVK`6-(b
zckFSift%^*9P8rwsN0b%V%#|^_Z+Kyp+8=<Uw%txx0z3MikUbl40HU46DYo(@zMcP
zS~=CHC<)K2NuT<{!m&i8gRZ7lQb-xL@mrtPu==46N4|>dtwD%<w!s-k002Q(xkeo&
z1w|h`%l|4N>EvzvT21#HHjZ3K<z*8CM!ef{M&;~@W?Kagn{pnF3|F{J&VnXG5H#TK
zN!JKb&k1~1%m|x}o&pIjyt&V`X)!Clra<zOUTlZ9b31b#kA<!v$oP=3IouSyu{DYl
zlXsusrOwcHJgF_Sp1Z&U?c~(D8LV-pKBRGL&?lh*X2J9d1P8ZdB`i}-UZHi<$!ac`
zs-&T;LzXkmq#?o*+VKlrpLe{-z75^(Tl=g=jlp(>me<h=$(I8c>sJn(`|0rie8|Mq
z$(?J*Vq6`Xr_n|qt1lJ5gyXsS@26ZqEfnr@sob5A)zC*dP{iQo6)FpRpWmU3rF}P(
zCM*2P9&p(+zf-7H0^F%%65l(aZqpDWhGsSUA9e2Ufo99(ShW?ybb6v>A4R9((9C}c
z>KMcPhwT4dz9oukd)tb#0ObW;E@!dFZD{cReHL1TmnSuL@VNTk)>e)88u(XLY<YcQ
zkh|m5#nDC!<}ZU8cccZ#&Bz$4mL~5{1}%AWK~>%l8}Tq@=(E?8UcabKhW-%xoV0{#
zfJ?3Pzef22mq$QkZ8ff~Lz!ep9ax}M2V{^{vaqmj=!gVBt&xKZQQ=}(v5soqE@O+O
zvsOZRKJUE@l5>E+UE@$$aL5P+<DyQ!OOuR;@S<R_m+E$suytHax~Y=-%f;Wc0nN_v
z;d^5nM9->~odB*zLZUKEn!+5OR;wQKue0r34xh9jYV1^`TM&t?SRq5wi!BRnP!p3S
zskEPdF)wnD!-s_l3{i!2OjadeYW6<r?DvaU37V|TkUH53EajApJl&lzfm#g_sGD#y
zF^=_*Nq442Ku=@q<D$rPW2T(k(g_Kzj+B}j0eYW^W+7W0ZLdQK1^qni&Ysy04->zU
zb{+MV$ZBtDFP<>oFV-?mVrgR4qN8HT(;<nEx^+OV!^z=%DR6nyU%wZ4ZmhzkXPech
z4t;kahDbS7=3xqS2zBtQQ+yBAYmvKubU~w3z<#xB>c_5!^US}lg%NsxEZ0$lleyXb
zpm@|D!zr5;W4I`)gwlppLOq5n*W4<1|2&5`i9wGTafxr1AXVOJtntT+0va0Eay=7z
znaJ}=LiA9km8(EOwmGYyiNpWpH=5yu|Bg0HR*-2tjc^9zP*jjBO>Vs9HKB5a?kW#q
zxQ4Np$c$|Ug0SkXuD3B8M7M-FhhKoIt>CZIH8o?j9a8Pb78c~sav%F`D~mO;GMIVo
zccuPM(y4H8veR%?@NW3G1x*+`k0bXkdx>9bLDuBRr-E5!tXRKW2NKTdrKYH89Dah8
zoa2N`m60a$Qb-99BGaMh+1_*&VZeE&xt$GuTDZw4F}?`Tf`DOxO-)Yf$oCf=&mO6#
z&-i1&z<7k>r{7*^JP_l8#D>NFr)X6lea^M+#e?^WM&UX>H|oCrOX(ii!RgzIoJ<uK
zME(Q&Vws|esg3~H_d3ITVKZz2s^$(PI6_((7Za8@n-Sd2;<VIID{9qyZBQh_lVk9q
zx9!Fa9!+0j@qJ+XT1AM(O^Ex)VH^BdX%qDilgWu0`M^@Yqz&K&M|}IDakB-X<mB(r
zne<IMDvvo{pP-d|(9i>Y3;#gI?w5z3`oUW>gJ|J+H+k7CvX!rR#?V`XT%$l7{ry85
z;)kz>9uDvaPg0=rGvri}1J)%P6%BO9drm3Y37U0fE`rETD&hd%UYQw#RsUraB@&&*
zHa``HHD;OTk<248VbGJ<33#I1Fb%bi>GoF(=wK2`mdLi)Iwu@=Ev#x>c>4mk>qP4u
z>hs%-h7wY;Yy4yY^gmf>N=3Wi#mbDN^2y*0y&_-(P3P&0)(B{KjPbYEK<C1$X1#!)
zxfmHMVm^q;nMi>hNpDUcHgvvo$E-A`Z)kK#sBIXF)OkplIM41CEO4`q<GC0FN2vRp
zZ49`B$PnA*PS+D)5sF!M+o6u4RL=wJI&RHxv*(_fs)4W?9CQp1X2=vzqK_sG@G+bK
zb+Zc6S-fWG_j%0pigM_?)PE&?O#%=4>5Vi9JC34NbU5HJ<0n$HYYN}-575Bo{W|nc
z5#PE#-fS~Q(ir!``I)Y+mf9(yr~{Y#Q*g`TqAFeDX-*zH&J7%HWNmA4wFb$m@&-_O
zlNU1n_^8=E=T!_LFQX)$U7&12Q|%jPO<uzZSELIqEORu{{WLP|5Pb%XyjOi>=D6EO
zb!2P0aH?UOVI|q%IZPku?-N%EnCc1jQA|AJD%&mfcK)KKN3>ST!i}bVWUZY)`NDmv
zk(*(+lV7Y7CPpkv{%(bv>pWSm8#S+6cfN9#1Td<S|1zro=nRg(bPDdjbSlDcS*pjb
z65-oOG7z#8Eo~L>53VakSanUs_tO*wdR`6R-ttw;^Y5A}FAx4(x9`vP0Xyhua)V=#
z{YQ&j%~W-$M>(A7(J}nv6Tbh)Cp`R*Pk5F9@Clz(Uh|eL0jlK_a=40p#u+fxyEM+t
z_5B!i^TpiFrK`b0!M)r|c)!6G!cwwp>T`Df-NJqBmpU4ragOlfhH38c`Iyor+n~SF
z<PF#yhTi@Aex5TToUPq(yH}C%)o!631R*N$^%6AXxua<NyIvsa<3F(PFWdIGKmG0E
zNC!FW^7Yxj`;##viJ@x31oQhIh_$>r`2}A^L1FwA)!^!QHh_<(uixX3V+$2HBIW*}
z9QetjyyYR$SLrnO^-%X!Ps*ntLf71%mBy{0j50aJ3C5D&UqNy4%HJ!j$~)&#FKto$
zP$OjuYZ3F&DL^9D?yX9sty1Iz8n9o_9(l$a^|S)7ENcMkFR-XTrKT^)!mh5adV0Bi
z>r-9-2Zdqm=JYsJsp~ZB^IMTp%V(ET-qz5)sV^6YGBnVX+(Af-$7}k4Hty3CBwhGW
zK@R`L*iYZ$Y}o?op&-1+R3U%HBAoM|e{|K5QIKs}I!a)d99!U)8&BK&?G1i@K~&TP
z0VT}i+>oG((_F<&%0>THgQfbLx4cyZH67hp82;sLygZaUY*B%P(|WuSNtW@CaSNG9
zoEre75fgd6j_y%s%2oaG-Y9vHiB!;qJ*i@Wdq^dXNk(ODJ`$oC^eTF0J{%sFQLxGk
zwY>=Mr*b;$vQJZ**WcBJ-D#V!<AiJobK#vEeyd<^G&o$GFP%p;tr%GP=I)R|CqBRJ
zI$xSkqJv#<GHw|6KRA2G@VeH%i?>aav{8emvF$XrZCj0PyRnltwr$%^W81c^Gt<4F
z{XVbGd#>|o^+S7g&AINi<~{D;7~^ka*4~gRi(HPZj?QEe8WB<FAAkGwndQD`XnptH
z+8m{h1nq&%K>QK&J#S%dHuG(0nG9{R@`H$TtgNhAZ9NU?(9;fQ1}pMK;CH1I$GDmV
zH$sJ9k<p3K(RNBPmZ{3kuY>oiuNo)@G=&%38t<I~4^fj6Vw5vWv$M%G3Y)*O3&g;E
z&$I*tjDo#FVZPhOM`Ixx&N$4_u4E_cQ}H49*-IFD0j2W$!`i^-#ikR3shnbF<kiM*
zzZehSTV#}JM=_WN?s2IyqZdEVAgdFtutn`H<W)$1T-<`*8t_BQ`<pYk;Pwn>jWl!t
z6tN7v%G;>dytsoL)I<O3SdQ_Q!ObxCf@Es)CeK0aGmB3xAN<Ns)rse!LKKqmX1c$D
ztb&(U<~<%1gupFtr@eAGF$g3`dK^&k;kDd5l_FY(Y^tCN5Op*A$>I|KJg8}9TvIPA
z2<g{SFFwXLPkd}tB{2Y+fgD1VNv9T=vFCM<I}v;J@vSUaIzMLKY#mVN)|X`sVm~i@
zWH;<~YV2)xX%7oEPbj_xwIrkR?f#ij_N!*%)zy3q`~0A?8Ku^)lPrk6p!7sGlDp7?
zkwjHR)!%p{X(X#wgR@P)S~>e@emzwc_h!+NGx=sS;FDLjtOf+eU17gW5)7o^dc7Uk
zM|Gj`D=mt}IHknRdkJEf$7!kYzzB|`o71*eSl(3hN@i5K$kKM#C!s8&*B?J$ECd<E
zwjRdi5j2+$c_$q)L?;3oJZSZNI8o2D#5GQ+cGrsqFHt2R$!`}!f$b)skYp7MZ3$z)
zcpH4LoaE}82*pk_&rKs7{5=s)>HnPt{U)k-P_ziPkzUu}5Qz?UB{nt{$iZz&x!KT3
zH7`|bd9!}iANe#^L}N_*hlVoYrIXK%H4PiJfg<2h2?FE}j8w58t4%GBY}oN|I*}uH
z66>^$d0)zXr4!{WIb{~qWzc%2OZM6`CxI9j;)5hM`dDUwW)=y5+vO7Mz`ej+4_&2I
zg&wfUf2W2z8V|?jvFq7Z|86m}7XkP#yq89XLt$d78xofp*E@1c_)lKeY)bsl4Z<($
z;#2t4@Xrp}eZ=WV8RwApzZ+;MlRiH(fFBeKv^)wKiw@}QRyYW4RN39z?0t1@6o`u<
z@|=F!uW0i%4uJ|Ud*r`)!Z<^{E`clN_yt{vmTBOb*_1RJE0M(LTznfW`nyY($?70P
zSu^F;7B@F&3a>n5$^EjinU>>QQ#wi{q<8+R+w0=KDEn&4Bxh<<2pj^hWn-kD)zZpo
zg*azY;eZ%RP&7I3srD|E+(4(#>?tzx<aYdO0^9B7_KNNzCxex329=@nsG`(OvMr~~
zFSYO0>s~fN{k@%Y=O6r^9B822pX`m)t^x~#CMp8IG}Uews-o|{z6jZtlG(GuXzO!n
z6(_m~L9*S_0h{GZvGbxrT|fEJDA%5(67mWTUzzH)bYVJ3-HgFyC&m6Yvlj<pa#0p`
z^v&2%xB)+&db|F^wYp2UE?A2F2?M)yf=DM7&*9E{O1>WyCVG{Yc|(|Vd&UWqI$wP4
z8$wuX=%wQ#mp4;ijXuCbZB1-9+F8^nZn4yFGKZwgKSz{)-yCD)&*loWcG;m6)qp$&
zozTbB0K8(ROOw0IN{|&j=WeF26p%#si#mGMkw^9m-nJjosXRP9$Z`tVEwHLs^^JlH
znsVT{HC7VqgZyw56M;h9NqhZLuSVa7oBO>yl*GH873?6gTzM&t5ld7E#j1`$D0aP$
zILday2`WqQ7jfHCCOO2+`8A*()~hI>sOS*Ea8{aE<GU12UnOF+zwy+ojeFZi1|N6@
z!*r2{8Kfe~j~~+;zec(82BgWU{%|ja@OZeUIJye-svv3FBT}lK%^O>sY=%9#8%)Kt
zZIb>lAgE;ZK-=T#a^S6<CH{G#$vi5q?+!~MNHtgfbLS5FYx-U=vA&LQ>KoBhBv1)9
z4mU2z$+7lSfCqkE7mv+>U)PdB_7*DSYNSZrvt4Xy8eRqhY4#UGaFxL?2N%?iRr<ND
zaKFZ=SZzj|#k*SY+<<NV)b{4&gD102D{RdjFTr6MF7B(PKlgxj1blily8Eq#CIePy
z$7!aXJy8x-BS<lAe`K)c#-ZhR2B0TQ-n>P^uT@6fN%jCC;H$n$g4N;J?J8A<fiLo{
zcxO8ixy1R#W&^DrWyEg%2h%nUoM14G($Try1&`eb)FGrdU&4I3HlI2M;~u4!1syB-
zRL_(^Z;nsnRZ>gJ+lLfJ#ZDcvLqeZSqV@nc$xmwE0TM+*1wG|=<m-_9^tj&j@iPXq
z&6892JbI@DFD#1vxDsv#)izV8Fj~GfYmKiRYl0{<F_rx9e5fpr=ykh$m-CYk0nf_;
zA?hK*B_g?nPC%ilU;&hBKT<R7#0&q|xM{Qjm#`VZ7uf@ls*e=pg48OGXI5v09VL6=
z6AjmCH=39iyOE{x?70}4&>E8fA?*n8^qKLKL&gt;UDwSVB^=2qJi#rTHl(ELZ?V5N
zvpPF>O|<)_291@%ih#e~GukJf!g~EUx(c3yTJc@#o+GQig^QL~trb<Te?ZT3MYQ9j
zH@It8o3YD4d1m#Z!RZsvJJZ-cbWA!kZK1|iZJj6JbI{jU-bc~JUh*vsRXMXsE}~2B
z)`e1z)j5m6q(jj~Y1)OjXVvf$O|_Vtt(Q8|oXd;^H0Ow7uWhPq>aU_aPkxQFPMssW
zId5Bz94cmQL^L$jbBHVjIkr`~ubAv9dmHHEt_Micaej+kZ#G7Wbff{kB<&Ls793c@
ziaw7{s~l0KPVEKp)?A8-?d9a@iXP%N6sAy;^&lL#ECRd9&<2mViggfy?x$6%tg|9l
zVxB_2VKGB5{2=}g-W#pdG+Scgv}9-b!o66SK+&T0qzETZp-KFCkzI?qZ+M655XTwY
z7@}m|E4MF%r{ggAdkR0vv50Ffbt;r<NbVQ|;fCxAM$)R!f==d&yk!V0$6)aB?Ma8{
zY7CxP&M6RbsJf5dC!$gi21kyoh-$PO;t0q{5<uH@*X}o1>jX|I!pS@pGJ=R-0fIHV
zuyi42BGgX3Bn&4ps>sz)J4b5BE<|Cy<BIj9%>uFeZY2<18E%=Q>XEpOq@`lUCuyy8
zE~|R!$AsSAA<>=2$GFt-n`^nmiK<e|0|=JcMrD6-1hSJE84+1U{+ldU5!iQ$vdD$O
z#3ra39qaZV5>R-o&D2GLcUDB<NgA-=MTI=aR$$i7$Q}KPLhK9ozAD!UWJhYe(6I^G
zmWbsrqkU0E9VJeA1#8S~KUYhE6hmjN0zSCEyr-cgL7Z^|k_Epr)2r%uR9z&`Qyce<
zo;cpWd5J093y2&ZJ`T4l@72)$7=u;+Hi=2&47t1kS_jWFl2c2C(!QQVG;#I1=#kBw
zJxEJ+lpaLWUnj7HE3hZ8sT;IkygP4Jg`cwq4h%!91OW~KMq|4?a9wA9LvfP$VjRLz
zU7O^t8VlI>akOSlUmr~hd+v2fGj}$H-x3V_G%v71)Zv|zu+#{w^3EUX1{TW2nbMzq
zN%*GfNAUoYCCd^`nH~H$aWm;7$D+&dfh4tF@j}Dmx?VjoA{Y+0^5B35F$+e8zcNu+
z?wS(2)Ld!`WVcg~sG*yWhszr9mr;85ho|73pE<BM!fZkrWlLhr0=-c+8yb5bWIa;L
zui`0Td(MUr;+O>;$xq~CjaEDuYQ0hV^J=;Y2P>FB3eMlz4qa7z*qYH>kwZ&ce0S%0
z&mUfejx_=YXVWF~@l>fw`4@l!{1_s(&())wx4L2x$B9mXbr1is0fu>2=s*Vswd(92
zy*op}(ekEB=j2T3we$-_A)y6JoE<-R9K{wu+V_CfE3=NvMW(5xYb7KKvOi%;(saGd
z6k}9C?08YYR7RWPh9GhX41BBA2LDD<GSRgvEGLFZZ=R5~L^ICBoUX5+5%%3z8=4_K
z=a<&-hJEhl2Upn%YL3bm#VR|Y0YT379QlMG<iV7H0`$nl1On@1N}p@E43q(k-GdE7
zXLj8M1{Q6CSWTKg#?Z7e2GZwNhJZN}?=)ne61_=keub)RA;P56HK3cl-AN+WK0<U8
zBL_2_v4>gJ^UwqX@PPg!L1_)u>w;6<)BlK1p1;LsER8g}G4n``m&rXaa$%dMAPnx0
z_^k0lr;fsx7JC!hvA;d1g6#pO_4VZ+pK5aB+(#=-0Kn;hVn|%EsCtrnJk%f$T9<N|
z<q+B?=NL_;rmg=wgDcZpR?z&&zy`dncRCfK;Z^QG0ilh$3ofn!lB`8}`nldgqRoAU
z6X#8E*ZwWIO&^8x=c6%p6MH6AjWG;O`=`v9yMXfn<X6J7uSgu<Y-QL2!0MTEx>Jf(
z*qx0ryaL|3gJD%9-3LzIaNus|zi^;BcEMn&M$^gf?HG{lrhIpv^$&D$aJ1yV4dY)g
zs2q>FG(mgTHC)Tcs$*(niLI>O&KjG?wfDS`DH>J%gvUtEvo0ZXzAK8UnnbGq(nspI
zm{x(@l7-l55C-`R#KnE>;i$#`Ng9{;`>Vk|gUZF$)D*^~P=_@mUx8?y30TKGv}_2W
zRWfC#j&8a@GQ4uff2D5@VEsqRb37y@+NGzV$6c`}4bD2}Vfa;e?*8{w){#43X(ipq
zvT2@kv0p|Ok#NIGYO#AV=>Y^cP32{12lwYKFJBf#xl=SQ_~7k~)|j1*&KZ<9juSP7
z!*P{RL~*?4xK_^C$s$I34Ytngnk)^U9$^|^`VQ@#YPy0~U{gQ%h`!LNwHjZA+a`K#
zmA{DET6;Q!R+IMOCMI4vj%JTRK&GKSlOBzFw2Hn;gAS)*>0Xa!?ziin3wHEdQ^6KU
z;Ck<jnRK05aI#a3e=_bI&|(9qK=*>&gbg!bRUkWyLm!Q`LW*{cjZ6#2Q=0U8q+Zqq
zqfI{i(`<D;DaEDH>Xu;tduWrRjZe~p#`cco9Wx-(j9sikC8b&_Z;!&JvVG4u$luKY
zU}pk!`o@$#(PVcU74zd?Mo-Sm3-OTB+OaVrAfR{k@mEE+e{l@M3DPgYE8mVmm%#<e
zrs&-16}Ib<FA=bFR;ml{j#Iuj6ZuwrU$Mi)aUECTstXR1m16#H=nVmTORf-+NA1ab
z!d4HR`?fB%h@=_Wy)_0%Dk;0=GE%y@J?1VWgJq!{r}zk0aa>5ID!yFqF-m<t({uU8
zSZY=fmZ$wGJ5`y~^eS!jo3Y6@Ij0e!s}ihnV4pPivu0i2BNeQE&^pktF<yQ^&6G;H
zQQX-00q4sZ*uPL7qShbt6Ny(vt!K6I$)QO`Jd3CXa1@YphH!9kg>FdOlY+_9kgq#f
z<`Lv=6@P8)`aO`Q`KS&`m^weIg~&sgH}SKbbt<z3C29+=!I1Z8x85J{Mo5X&Uxq>J
zFAnOhbLhqqhS6xmlr4Q$83Ep~|B>q{ts#X>D@8=+DVGPoT~nkcZk9TzP1&vnjN5@e
zKFHIIid4%UQqL!J?kIjV)fp00vq)G{QejCfG)zJ`ijmveAglQPEGd(Wh*Br!=-yd8
z%Uh2WcjWcX$o3&+EiQHci!Bq@lo1f7oH#0Oo8UfS;=?%~Q&%}W*Y2>W9KoYQM1+%=
zyjjg2s2nNw!C_4+kZ5zU%231kdTIb1%$tE1NYr^7OzxUPC?O+4h#0FFi^S<{Ks0-I
z+7HE#MIW6_pE_u{sjDIaGq3#_JR8o<P!0d)cf1=Qd7^Ow(Em9n8TX&GWp3Wowpp#P
zMrE1j;zj}?57X#_`2K4a6KLhrkO74NkJ*TmJB2C3LD^k(bWs5A9K<;ieOsv6;|@iq
z;9ju8sHf4s>iv@ALyGWZuGZZ7Nx<Ytj?Q~@zfd6PxD8K^8=ZbSJlevUsS=eox<aXy
zQth|2TK?v07?IR!L*xo6y@6}D_<VPty+2vOblzM1PT1H;HT^3#{gDLk)VZ21N3O;o
z!s_RlPdp9Q(n)W@uimS1;c_ESj1Vs&0Jq&g{R_8UTNqP30lZ`VX(kZ(=&%A@l?4^2
z$jDj>iqAr)EV<<h1Qhh>kr93n>df~*t^<W>g=_GLVk;K&rgOv_b8$R(UtoT0dGkif
zAwyu*IuC{!O7j#kLnZ3AqN~S6uEIOO(pd;ro&OzD)Fx5JVvA5op{4JcT9*BkPGu>v
z)cr<?KyZKf?Ru{6U3#Q3^;@}XAWnJj{2utgRi@RpaPLZDjEjd;1f=$mBV;tY(o1?$
zIlBkPP>X<&_)M7^&IUz=8I3gZl>M&iUAV*{hdOdP9(#zJImoBT+Z=U<SV{A|obT7F
zrL4wK4Q<+Q%XN6BWYNO1YR?4fz4^t&sA}yIo5$ivNl4ov?%_Aig>n&4Ny%EQ>VdI@
zq=ADaejOj0?;C|FYBQeK22mqiX0aw3%5qV>$sIRR{9qCXvzGnhr)(xI9ngo=Vgnoo
zpPm5byc+cZPB?#Xu&CdsKRmbaTjE4A0A)v>RckShNS7NnnUgY1CQF!ebdUl^@pKZ*
z5E4!TYz}n3gysfOgziFGA<+xfnJZID#+?o?b@<bxk6tG>7HhS=Oyr2=o}rvB8Q3Z2
zhZKZ_ihZ=-XL4nO;wh#fMG8XI3u_=H*f7)EY7on`_(pAc8#<yaZ!y<MJZ8wk@a~8A
zc9OZvfz86EZsm9~=7*F4e%Q43min7#RJ$wD!Ug3@uf}e$k)A?_ioRHPuU0tDXhHw7
zmpjZjE|6U|cPdr*=&}*z&$kSAz>#TzjphNuuFm*00yzKsIg{v)HMxdzbFtm5IvO$W
zgeNye%X2W8hAD3lN|x5*BAK|%;7-Ob)gcCyLqNi||LIi8lESlTdZYbQy!lv0xZWS=
zMk&Bu@Aw4Z;l<0e&_rhIjk+|ukD)$>$Nf{0F!&dC-D1w#bg}aO<`#aB=`*8OTKa-G
zEF;sXGTt`FA4|BbCea<o!x~UbByo`X3d9s-YG_ldC^m}!a67K)z|eTsgg2T19HRc;
z#4W~KYL?o-m7{8*8f90kRm+jo3L;-jJ`pJq>FD&;d4DF1t|^@zo+&gMZtz*XpC<T7
zt*;L{HN3>IShkKzi!XEnW@`J)n`&z2Q`5wnaCGC=3Z6$aMxr;x#l^IUTK_W)`rGr#
zjdc%5)FEk5;{FUrl_pwr4L8!KvxL_OZgL_TvD~;Eb>DZE0=ltHRReaS?Yq;K)@z?Z
z1=*aDRU_J>1p`@^$$Fsh%yAj1)0LjI7oGF{@~VxoZKTj^i^=7dfyZ@~6&D}3^kBr%
zYFmW5r-kD)0wX0`geK?_5SzpG9?^Esmi!U!SE&EvY-ilOgA0hwRUz8!YdgHniV?-q
z(HS>E>`;-u8$H$UT?8yv2=T&Z=Im<SEL2wP;Oy_yBwHmuYUb8rL=sB<9iwZv``;{u
zIs2scG*K<*xF>M?^_s^w;EGHHu^7C`p+7xa89YKB<0FtmcAiP|(w*SH{1z<1#qd9{
z3VcFFoSFd=sK1f^a5iP}@d8{a`Z|N1Nu<Ik#$S)<^nkSJaMTb4Z7~_2#(F2z0xe{!
zPiwLYG=Jx@)Cobcmd~>+0eQ9q3Bj5HtkpI?-E&9(`CCv>nCd_?v$QKTAz8+g-p{BN
zFEg5XXyOBUUHu|U-+1G!c62haZgR0%i38ECE<UwnPjH2gJi$Hiak=qSS?<5%NF5Hq
zj>8BS9Pf*38I(d%K-ZZ(H-j)NSsMJ-pJAiYl9v1{133yEhzI>QnntfWrbil<mt>vk
z8M}CDw+dq_TkFfOs*i+_=y8WfO^r{*T_~(X9)rX9RU>y=Av&^;fdcr-K^)LBr{@SL
z6>;=_-1<&Oq=X{GRv<Z+O`vck(r5-Ypy06;q9U;n5-}?hRq>KYu)$P|`x9(#&^>ZQ
zM=`ugK-mns`xfP%c;Br1Ks!>U8#OIkOqBL@i4cACEoAl|T7p}GEAIoA@SM}6SHLD6
zISGG%p!Z2jos(dJw;p>iFi>=kd>_Z?O;5aa^8Ob+p}~-WG@J3=CuUEoP=$4LC;ijE
z{D0;D=Kljgn(zg%uV?W7krl)#bZ8j{9ch9HgpR<Cru+Z(@>ZdPws%f};f3~Ap~Ikg
zk)@LUhj4-Xi*NxII{JSqbPhhh4{U8LYW{5E0O*qU-8wP<C==k~K$+WAS1_%P6Qi(9
z|9_eKXf4wU{yzwcR1ViO%;o>d)E5f=TT_&Q2^NE$aF5I{fY_-T&PiTCD@ZgURYTeg
zrg+0m!CzKIhozB#IIrDCTxC9MLCf^my}FZu45%m!FDb=g;#htHDCzO#7V}&D4#-A6
z$<up$!eM7`E-x<!sdxB)Nu6zdeM_BXzbppP&Lgy45>+U)z-O{Cog!zEQciy52L)9Z
zr!F*k|8OO6!QJ*<-}-A{;Kdarz(A;WV-%|dQ%l0(^2Nr9`ENZgUgy>V`Yy$ZzQZB#
z&551QPq=U2S&8J&^1GKB_~6M(e00`4n)@sP|Clf+BWhOqFEqv#e^}XOe-&t&t*YU1
zG0{OudPE6MAvrR;=?oCD=PDzb3u?b};QFvZZX)H>3_%o5Lrjcu9kU$loSVm$xCF#L
zyjhzIk7f%LZ!8H-83V-={fl(|)(JJ%o4vrSN<N|CSJ%<gpHW&v7#^SBg)igH5cvED
z4Wi<zTZQSe-(~0^;EA#DHOezwVWpOh12b1^Of66s(rdVT95)*9BfI#y0YV<~ebD}F
zObEn_^{YFfiVe$sv_<2E10rzL$0b)mLUM0!v=~Qx=To8A2Znbh9XTMHL4QdC@=RqA
zyD$IO$$b?)8e-!=>9K(K>TV&?aJ<3OTJ{TCeE0|JuZL_xzZb+MhsI+}bo#2zSV`B2
zSgnEFz}hmLOP)C3I-V7|>D2j}7YKWAB}O*`V@&Cq$)*gce^K2mr>XVspw;q4%d<|{
z7{-lVY&^dZ`w%Ui%(am^iz;U0e?ePcoCGQ}loa<M)miJ%YL01ryPi7Az6fKR?z(&n
z&!+x8M|+KrFkv=!5Hm^iY=@@Z*qkI55D2)pS`W?8L<9>$RNqikq%u(!;`70K-e9Zi
z)HMk`G0mg8Q#a=0K3I6~IzD?stF@xcoxJ(<H79!&&7rm2SH!50YOOfec6-E@XPtz4
zP{v`&gC0Wu2$YI&il6okP00aOSI#+w+bygIt2~(Jx}@5g_>^9+B~YMP@Z*j~nzKOO
zC-_}-G889D8a~y57~MCq#xw@)wXp$;WjKBnn-gb8@i;(59I50f(!X>QGhKEMN<0$g
z%Xzxh&O=*A>W^{aJ?kGAP^UH_^GWua7@2xv-|Cbx=z(w?pTC4ey-Yb~d;@2tuf5n{
zRyrLxm>U0wTDhd;`x0#L*>LnmaHS~Njch(+Q6)FZ!>V4Y1JvsE`Sulp+1-pg1WT{Q
z68$e<UVTG@z5&A5x~q%iWtjxEZj2l%An-WR9c`vgiD*qO>YuI&?{a#uqJk}T>&308
zG5`JnM#t89Ft5_EPhEIgZ<+PICN9G1TMBAcmj`E#*XB+zQCv!cK4<J?#B5n-z2opU
zBxK<C-oL;VNuNujz~=FfpZiR!uMUkD9@ZTr#@M6F0?|Kr>q2Ag?S;G!)Nqxn@x-h}
zQ~>fMb3HE~#=5<v1jzLp(@+rypG*N@=-7OWINk#D>n&HJtwO=1@h7l{dmY9t^pqH^
zB?!>Amee?{R>3dgcVU?DPKdejKpw{X5K9ilz7`g79N4OJWoS*dwH#9E6A`sX6Zs_k
zI1u|V(CXj6yL<1Ctvr!4Y$O^GDuU(rf~F?d=9XjgDsiYJzHh0V6MKYp`y_-8{fOMC
zUfet*xVMelcb}13Lggrv7b|$6Lqa}O1Di(${tfG-?GHhUhZ)4`-m4=c*jD)QHy`?@
z5@n}!dL2Ja$|onjOzHRT;9{m*f&#RHNTvJuWp?G@mS?ptFgNoO!}?3Z)=mPx8l(Az
zGRtRK5MMYlyTS~Cl|ePZ)?)<lVThymt?_jhUrN*B@QR3$@_J$L@dWp5uAgFmjZK@K
zUGR2-Y1QIv@iPZ#6q3|7DHXF~V*Ho`_|SnNq%I4X>Bs8SHKFLPdW+-d)?-J0bjwJM
zP`s&}q?Jq@y7Q&flB8z#SZ^GjRbHapyhozggL1vQQE2Nh#a6)zxR<_{PwbF#&<5Pk
z?cc6mJwyre2RpGJe4?<M4JtRwr0^_c>(E*gNFFFOfS6VKl1yBL)Zy!T;63M%)uGH@
zS<cN&Ksg?-Mj-HW6br8I&x5&zFhl#08#3iLT#K<A;F6i#$d2e1V<^c{s|;|>%8$6R
zarJm#SSF+k2K`~sH#WN6F~mOoPYEjVa(m!s_(pEGOtaaEk~8Mu+s*LdMcc8^OQWgh
zSSkbDaypfCdFYK;I;w6nC*f4i8Ic{1T+0mxr`1|}$J%BFe4V@iKw~B(3!vsl4w>(7
zy9m~QZT8`hth~GZb}=N&5?iX#s@eS5uI+idUP(nhppKJ4^;7c82aCzV)1x%;gb13Z
z47$+9Y=GDhj{ZYz%)ahJra!5>9<e9#UkxCc(noi_E~0v|rs+Utgt!)K)JGPmi^@iZ
z){^30YQCIyezO&~Yfz@)xU5j{gI3slawZ4+VA->NnbgKOQf|MZb=f)<<yyl|TEtDg
zQq>tZ=H3W|iJ3T4J~CCr>%``~-Nf?0ZleCob|(@d`9pzRUO2#O<ePyoDg^kTt)7L`
z6c}+RFCQN{r*^f8$*yZ*rcd4%4L5ujsb!FZN-I|s-h94dh+;gEZ!Gaya_^@_+BAeJ
z@45zgG`{nIN`w^m^p80S{Ek`8_>F@uh=+|*&I)RlCk@Y{eYbSTy&}vaj0^P{!CV9g
zNt1AN`=AhJBpD1{H<^k1OUT<3+&l&nW|w|{jl2cUz+u=U;{%SyHPe14BN1;Sel<lf
zus7pDQYl87ThmLi)!Hl~nV~tbnP@;C9}3*%kIzBPsIN~B{F>H-Ch={Z$$>w;G!Lcn
z^!~sbPB%hqdu?mgJfs({^CZHfKPKjHn9_M{-@vJx<|DYBNXx|~ltbqExiQ+TS@NtY
zJeqEy)k9RyW#(EU*P!h11&vL$&8^(hD?G$(CCJ-bRmgPH?MyX<Xc8=77N(n)F(qk#
zrr&mZDo5~pwW{#Ib>P_dbI66J_rOpWjdhcOpapQjKQ6wG&Hv5Cmza%g{Ep5tSLQ+v
zeSn`js^)Yh#hl#79w&Q%Ey~d){1s6(uCj8X*yxipO@`SJ_&G^_c6EM96r4bbPAAho
zY!q+8mtTn=`Ia<?yM2VSTO&8IR>yf=Zj60l@H6el3z~Zo__Qh^6cTx!>yKGIs*JWx
zhe}ybMFtcS((CNsM`S9tN<G)H`Gb<aSJI{c88G9e5@QI4e~Ng9&tEJ^M$zFI=UB+M
z!F`vlH3u^x*0*)Yr!-+(Uml-H#zVW6t%SVUVF=%XKtf6C+)L>WB@M==CtvscRZW@t
zwcXC#4c6u$SzTF>@RvPIDOBqg3UxywjE>i*UFMK8`P+#4$6VypNZRxr1c62xprWEX
z)1|c&#Z9K$tScWR`7o;_B&?kxVG0Ney%kc_#>mOy++!h2CQ{GA@z-5{$ZPG7{Yg@o
zp1#JZ5~66cAN*_VNevhdUYZRG-f~pioR>Y9&9VK3KqpPuX68eU!cxAdDTNjoYyk`?
zmcqDFrnppHx=h7;kd*y?a;pBAR-6bEPxHMw{GXs{*@M#C@eIJL&ve@PQv(WsYWNCb
zEm%fsK#Nr>fWtO%jUB1I#Apv75mk&zRJ#;wAP^a0$1xLLY9YyMdqJY1CnZXh)fbJG
z<8WRp9}W~fkxMP$$o`Qa8P@+zg4kye9gbaKFO^ytvttYW_*Za9DJ%Kk+AEMBaRyA+
zKTUo5+Z4z^D_kf8^p>EdE8qjOvi`huCCJ5@r1w=>ftp|da(%{WAi}`wPeBLdKk_29
zaqBz;za2iG4HW0$;QzGyJse-&yiWiMILa~qD&Wvs6yhDu-C~}lNSzVgWLD$LH2`M)
z0ixxO+PS2B&nqEhfrX;Ihm`O{Z+K%sZ1WR4!CO~Izs-S|10b9<IFSEACxFY<;dsGb
ziK+~dWL4l83KBcM!S|<%3}@F<oMVIBmm@;fy}B<I#xb?oZXo8WL#eCb29Uh>`H3(x
z<dIYwjkyS*_c?1nbd_Z8TJGY}0oqkFSK|DYsVhS#;f;QDI2e8moRE#$f()w(t`-%L
zl{E?P@uDz745lzeRq-q#Tw7NVXy2$>V^;bqX#61Fz^+jG)4v@yIZ9401}%yQ@VmXC
zkLmV*)XUmjh3@?P{MWTAUG0w<>AnrEbhWT*jk`NRJxt+4!B?m|P2D1iO8v~&JW;({
zrj#2DmTJEAGnHD>Lnf1%n-`n0x`P3bzjd43@S{GN3v;Yf0Eg*x2@4km6#nvg&Q3ii
zppLz>(n+upqLbj%?jkptbo~=A*eN?;%eBf-P{k&f%7P~aZxoqy<;1wD$ico=50O?k
zw{1GP6<(_zEN+*0_a?B7+zSzq`%?7IsD6K;5t=tNV!&Rtog{e5oQJx{dRRtDxo%7*
z(7y0?^&lzf$`=k|to{3|Qi{Hj6yBYNf}Us>N4rIlH7=P5*c&4VuXgm|Uq`GBq?K=`
z=>KlZc-YTNqta?ML(OkyKfTAaxd=(<8hzhhq1G)*=Z$XXauCyEXqin!=zFT-)zNUT
z?oaO}(3U<P9k+`l7s<^7QCM}frIE;8Qr#Fysl|Jp7>85=X$MAzT;TwtL4=`s_v><8
zG#_e0sla&~eTc6x7_fn<Oy(}06sn4Soq$Tz608NA7nX%`q<(llJoQwwzsjX=Iym^;
zOk}}h4R@iI>ln$wMcsq5@(cQ?Zhj1t1$CYJbu*@owkENt>DS%&=3gtokrR+bI>43g
zc)Jad`z_hNPBw&u%b#A467q6STD&R#2SS1`UGIny(xKAYoyn=UEF^5jqSp2V%<n;c
zYeV}V;D+=Ui?b_q7ly!e^{I+&r8fQ?t+}P+lJzWb#$Rt_CpYY~`uq2vA(n2coM$Wh
z17S2S!+^w)(*!lRbj~o>Dw@<a84j6ith--#{hv$`Fi7d1wFR@{2C)#GwmZfQ1p+ck
zkAVOFG9I>XI7t$bh<4r=MyNf!aGbpd^%?ftK;mcL83C;Imzw%Sps$@b2_~?7XT2r`
z;42eHg0Ct!i+=1SZs%;6MsWqJbQh&h#agcpnVp6E?ay&1sK3`<i~NCGZ$eGIs4;zz
zFKQC{KD3<+!PYqUY#N)3rCm<Srzagavugdu$gP!4c924h6<7Hj4Y%v*R?YG(c_ub`
z71V&vRjNNZ(9|E=PBo*2)X6a|nC@-ZVO@(k-OXnUWVOD4g`~G5elu@NEiz0|`AF)*
zDd(y^SXZfeLdFAhQADTa)C1XEi#f)PKhX8xYavtq3+`B2qsSSXpKUWgABs#*ia((-
zrk+DhOfKxN=bedP?A(Y>fZ&R-;Ok+|d4Jz9+cAxN(()6Z<Q2eYwyI!~yuz-R>)PkW
zs7&6t(=v%ao!x&|4Fkgq%chLlS5_SoKW?*#%$OiXE;qryF^^HE<X*K8U^|<qLrsZ^
zF;+VG%pa8HY7+B;Ad>M-*<iMRJbnMV<oa2KS$@m_{FCX5N*d|2=anGawjrZWo7V!5
za4V2olHKV(?#<lfHQ3n^c{U7uG=<k(9c!(!sqb?DsOaGQzG+ic%Tr;le9!&*J+Jy?
z=tW@6*jmMLDmzcr^W!e39a|2yBH}gB*o7uV9eM+n20y`OdkFt}pQ7d|(HnZD^9)QG
z^t6Y|KYKH-`_gMAy{q6de6`OG5DuX4Z4BMX*+8~ocA6I&Ucva}9PSkcMVt2L+b(}p
zK>AhzGT&fpXkudGT+eP`|9cEk&QT2aM`JUC^%vkQpB@UF7<}trKqTGG9qo#YU!6<p
z6S!>Z#T^QyRU+X>E}B&n`C?Tu<9E}RL)IF*Kn}@dMVPk7P_OhZeLDX5L7!--vELw!
zWJRN^|L~o~SXPK_BBNO15zzezqyT?q5&C*+{uI8e8Q5gIVFPr434MeGij3}ex&xhz
zVSka|bL^QQ6Y4C^YrEHnN^G7HLD1BeCnc-v|74j4GS#F9`EKtsPsMs~@6<*WdgsHu
zdtMjbmNt-OGIy+v(MXY(X3@z()kXPgM}dl6n!d!G52L+sm8tuf{j0H@44^3ImC1pS
ziBn~(KND6Qr(BZW&uGO)x)ug;`@NAo{6eMYKHZGG)vKZKUXy5JcvO1`jc0hEjiFRO
zbIAA0i9EX0;2+n(fAl7r2L2BM##j(qGQW?>k3Tsql--duRkeI9hA8DhTd!X+T<^hR
z38v{=bR!A%Nqfm|>c5c47Kc3&=%cdM7Z{fO!Q@%Bcp2nKvswFv$hV@!8D3Lye+t{x
zabSZ$FSX$D=eB_l6QgArDtedyr^3bS(}HyM7l)#l0K75e=7sdJIjFs-p5|lM8*?oN
z<(UL!5HYW94|Kr(C$-%?<zT40J}oTReJxk^gK@GMKwj-)Ik2~Pm5xAN?3Gjfg{^M6
z_HV@kdN|L4B)q6+k8AMWA%LTd{t~POx+)QDrE1{w*WOkoPfVdoI{GXzQUP-nguHhz
zlQS%<VKZ1I)rrfapaP;EZ5Gp8F8VFjDv5&0Vw1h`MX)H>p*4?;)robyhbi-RiZY!F
zsxAQcEgzGS+q`hpFLeNsNszaZm`{r4xadg=M$GxVdmCwivK@r}+^tDNP0gvdi5%7P
z3rrQw>P}2LUQdwkR`}|tD$9_aVF=@QGa-M1L;6#bMAZ}|x)MIyMs0qS&l>F}+o6pp
z64ubirPa<~rIAC-!?_x|%pW0iRQY0f8w!lhn6)mz+QhuXNYs2@!5w_9?ePo}gdrZ&
zewfaG8-GvX*42MzRrr(^)CvTc=1&UM!;VowbKV${`#yvO6eCB6cs^AM3_@n?uYp>j
zm5!{{2=|HF$vIMJRfyaVMr)pP4p`7`|FjZ1Xccq)>U%JC4RI1R{Um=z0faEPqx_@7
zT;<p<Kb2+7opb%^8)UvU6=4`^sQVnO`+{^K_>szAH8N>mRJ(Xe%jb`+$ULAQn(2RY
zb}1$TAc{mb+soLq0e$+D_fGz-GOhlm30LsKhHME`Wjl$V>KSiJz2??89I`{9!(*E!
zx6^Q4G+~DcQw*D14Xj|)Hbd%h8}6i`NEV=p@IaKui?C4OKz4cu{s0ecCEdhG;{n}F
zBVU5|p0O)jV09I`h4eEU#GOeUQ~Ajl6ZceZBq_vSaV2;}6(FyaKsh7=;xX_4E=kAi
zH6KcLLD7Lhu0uEp%c}SCd1~9yB+C?oz}XoH42=oFqGBP6RqyqRjdAM>F>(tKVqo5X
zZ#()4|0e;#0SYpc3f9+PBVDCi-WaWF@(b7kxo)u8IRPDjEFI<J&c|b-&+%~sck6q<
zD`Il<W!`$;etFAyc@AWk*3q4)*#?&2l+}<V`zsotwpPZtW4aQG7X*s1i}66~<ix2K
z3{|efRSRZS5GGXXg?L2msEBJL85Il*+kCxg0msLlDEr;WeK0M*UR<X_en$!SU2X_y
zMCiALr#CLR2<8&`C`PwGfPX^|HVL0Gf<V~{Jzm`A|L)~g8~%rc#y#*H^*~XsLJYnD
z0!-vvPf>QTJ|_3gz`pfAC6Tb&$$UTkuEDPEmD#f`APP<-i$2RI%0X(r8XL=6=mnpn
z5=zp+06GR3^!~liAc3w_t!IQ&`j4;aZ*5{ah>{;hkFmSJUE`Jjj2eia68!Y$Yl>TF
z4~rXs&wuM}R1w?eGU;IjunRD{@Nc)2p`^yq2WBAKBu(?TjQPs-yb!X@Jd0KPR~d-O
z=%^JC#R%2HcpuKajQc~W^8c(p*val&_^1bXx!N86_HvnHLog%(_R}gSRr0V+Gnj-#
z7{j*^(?;7?O=l($Dl*wEe}|kmv}kC8B&7+ABgX~&3R`@!a$1#d{;q=tfLr`!I|JNy
zm4>5OZbEgk>2An1)Ff`-cMy0D1n!|PwN?nbAYBLK3gktnpCf~Vsi&9Nt<Iv;tD*(t
zT=5yFc~3Uf^&83R+GS%4eS7?0;A652L_eq2df>G4ua147mNq<fh{8=w)%ea>EJp8y
zZ&Unv325{4mo?UIkD7_wQXcJpFg>+kTzaqrYuMl4dCPEa!Y*yZ|9OA_+UZPg{0{fW
z+1XiVXD8&^LPfccv~;KXD(YeY<+AN%_XfI<fxrXwrN)L{tWsRs(Sw4}O-}c<kVPWl
z_qyMc<a!Y`P032XdE<rhIPaIBZ0T9Q+<RJ|;wc`@X>}I&J1hFH;B#FHjrGt+No$;V
z*HW^T1<^xnF~NWUq4ieQ`2bc|hr_r0Q6P{%k|-JxgFs!nN~3QcwZpEG(a0rdUSs7=
zD|$Otcc*f%dP^V~1<#GDhflos?74juY*DJ@1p<Qe!w*VI#=Su8o!&5bkI~fx(ZuGL
zo9s2`9bHGr{hAMh*XxvmFF7PS9NU1O!=zo;eaJT1+<Uh7-0Z`DD(!1#=x*M1>>r>u
z_{;^&69n4HB4y%$sd}a=eFMm{42>J!fhlyjA05=`V|pW@d%$8L0wpo$tCD0m@r8_c
z20UM%JsC0Df}kC<`bS%x)Tk9@`R27oUf&Mkj6Xd!Mj{M;P0HD<yM_U--as=|BxTv<
z4Ck1{f4kDhdMrwPiA@ejNnN{jw!jV_J}i-RDnow#)sptqW^YKFBhd(CfEr%j>5gxo
zBwwg6o<8N^f4OS?2e$lO)rSy}jW&x0ScqsFw1T;f6}Nz7nAvzs+0lOMF3eO83Gs)t
zp`MtGXiJQRotz-AA1Rz6Fd2?#6mGk$1DeXkw8g1_M@<-eLaPH<BTB*M3Vl@q^T6nd
z*(pB+6w^ncq@C7Mq~L_CDZgbrMaUY)k&nUA-~42L*%+;eQ3~B59@sE`KFlFTcdp=L
zg&`Wm#&ziqwAbqj{MjY*bD+LexfT}Jx6w|6!X>lK<mJlShsn0gDNB#YdE*r_OpMqx
zbFRxGoxcBW>1WSCJgFVn$|e^Y!~I9!E5{J_Hhp?hc_LSb`aC;BGMi^3DQobC`dL4N
zQ|4$rsR*0Chmc&~wgK+Z=80sDkuGE0YV(N~o7XIV;ON9t<jIe<sph8<ycUj6ta=VA
z7w2MVIif~~|BAWbBjHaV{59oXgeRU4WUzMDg3t+Siz&9x%;v?&b3QN}P6hX--EA49
zIyD%#f!dS(P6qZZy?W0%glBEr@Y1QbscT4ziYSvs^J?Nh%Ju9d5F<tTXN)6mwUV#$
zI19glv)k@6c&z{-RUO#Vg73iEBlnxVIX8p)H+GWPuh727(v(G87x=fGO`1GwX;{zl
z#2Fz{F0m?KPVCu54yZl!?}z&>RgM<6_{b5PZz#v$OiGMPrRclDCx6O$VscGrv;g!U
zCd$hsvTt7-q{FQat2vTvKz==qZh1^;u;tP^;ix?Z8n%4!DNpAQ22yQDh{<fAf-77W
zn92spCqGoJ$Eg#?dhi<j{8!qhNIdTW0DrHeD~{~~_Ql7i&#R+u4NTh$3?>gih?2fH
zHhvBvtD>6#_=6FGZm|r-oB$$JaG+nH2E2?+1wJF30Dlh%86KH{gI~^3XD1boK<q1>
zp+i7b7!d`Ct;ePAu6Ww+kn?VW;|hzNE#&*8gEJjWp78BclzW#~2Hb-{4z24nXSIy!
zLf-NCHp^%;OoGAy*OD+`&z)+WI;Bzq=BqJ#C{RaGPTMIAzAbp{J1R!dCYj3M@|{D(
zwTb_kS97ZTDddr{ks`@kFIuLG#H@`9L;U4=&n)6H0NKun^LLVf4D4Z<409WUAUCx`
zXlIN0ii;&$4*7jkU#pjrW*m3Y`dI0{D97j)Gy3|?P~A=+dtXC!dn|jZu?XRs`iK0G
zygXuPQweL^if3k#7@=jp2JorvDhLYz$81ml>;0QDV=T7@tJk!iZiI1jo&_ZYIt$9J
z$t3RsgBh5+aFRe~3zoTH|NL`^xgc+(?jjo7IPPJa4{HkJ+I|*C<g8%dPCkxRH`HQC
zxR(3Lce9zyEGj=gmS7a@GINVVjb8VacdBTJ_TP`xJ}|COx}iaS=9?B8kWsp|5Qy}P
z4-GXyvR-X?b>{vN)M{R_m|vw?RE@eeijw5xahC`!6U0CEb1TjM9zNP2C15sJf0KaP
z@upe3nYA5UZml$|NNHa8$8~CzP_eysSX`Qx_c|tqgM;WQC)bFz(w5A&B<>#@*be+R
z;)66!Jaj8o$_hsG!?+A|KKpsFgHDHA=8+v4O3(azno(;i%1pv=Lk%9_wv`kNCNh}f
z;g$1PzStzrNT$XLX-M<q<%^x7E~<Re>6zc_j8a}Pp#urWXvph_S)@%S<4Y%-EugUB
z4XLIAvG?kZH_8VO0HO*liunGXpRL`szM-_Q*i}<#C@FcF*+qf3nYTej3DkaePqf0g
z<W){A6mG%K{%mz*9Mss({Qk&j%3DE5@{S69Dq1!!^qW$7*<s$!FM}_bt(c63NM)=0
zt~%J&0QwBXzO~&m%pAq-^kOw-q@`xtTt6mnZ8h9f2udFtQIajdIt}%JV(35rf<IWa
zWTzsogJez+9fo4o;o=HCV?$d@7`X|%ncT>vX0x%73ok%N0o<@54&a929|RfHOfSh%
zaKy3*NbT-_Q11Wc!x~P<w?EI(6ABd17_U?II8nijOux0w{Yp#IIwuZ|ov#j2+QDi-
z++Ks9>oS1KA8bB;56t(j0GCE4@M59IKA;%>&1&&VsNyV2;5`u|98`v!0)iUIS%rYX
z*Q^b?9kdme@N0jebI3}$cIY-N2VGFA=Kkjd4#KxsF_yM>vd?;YkcE@o@J(z-<nXyy
zHiiiCan?p1anbmwGI6#yDdpM(a|}BlPgR>vf8$4U*HCpczYk7SH`lfZHDBzFZfqBQ
z??LbCr^POd$5xX(#h>Dh<u8Z){eoRf{3;9@O*~~<HG~I>sG0UBbkd?`?N~J&-Ey*3
z=rqe?Cs0?bFZRfIOod_Y>gIf_I{H1{U(}t5$InTK2f7YVio*Z(J$UvVS>Ssa>{Dmt
zK`&!U&c<}I`i(nM-Ob{*4U8pA@b_P2q-vA2j8L;lXos@YT=^+;hdC=u-uWUdE(111
zuj*!=zwRy1-}m-cqw)eSEnp3kbuGY~-4&$}7ONXbGGCGu>NS0f5rs`4=Xd6LNQBDT
zDSce#!M)$coWi*o=85umK<6(Ii=g&XF0pxzk1&1+-&EgrR^`<&ivGTFF~774M<ie<
zOc;5(a{~XFZbxg5mPct^D9f_lN-4=JhE(n{(>(a_B>xs$i@9qJ2}+yQdXF&_Qct?}
z=Mi=FQ?-7ISEoOGC3iwr7SQMx`Efj|q|9Rsb-P{%bGU351=vJ*Tp0_bFrcg1dA$0?
zn(6LYms@P<rguO>Imj6yQ1IHT6{&6`C1EwvJn;@rw+cRtx}lg>=n8eH5l2Q-I~u&z
zE0oL+o2bMQWou-u99hvb?w7|OY~U<JAi3Bt`(OkUD0O*xj3*T50bvpWFei$Lzt-fi
z6BXFV^smNfgiNq6Y`sJr6<ctowaLYH7ht8u(M9-+)hkW{Z4G6^l2Wsl5Ak|~gT4CS
z#Z4nYpTM+2I&WK{BiFO(Y!ZoTQ6kZOqR@u0z^`|LMzazJ{pkq_Y2v~HR4{?713$Lp
zO^HeRVF}W1Aa4GRcO3LWgw=0igQRD-;S80YhskJ3vt+%$D>eE~ETXurcmB@Z8UDx5
zjx1UiBtTGf8q=iB13x*nflAK!!F>(jazFzcn;<bK@MhIC`HM)>7+uZVcI=xZGecI%
zOhC(OE8+6ZGs|kP>neLCM7C{`#dz~|Hdsc!`sj+}d`mV3%FS77<<3h9emb!WwYvbZ
zkO>zBMPrGYk~Re}#=d!0pl-Y*)D|X}YKABBt#2F-)Ff%I$o#qFCy#76FZ0OuyAlkQ
zzh6*Bk{hExaHIk{X8kQ-(kbS_2~`aI-NLv2w$DI+8~Iy*8_}Qsw!*jmwga*<??h8I
z&!Tra89;W#9>|WUq3)uIYuqf>(b@-KvJv%aR(<Y&D~{WT|NBC&@H2GefT}wrDX|<N
zSA#28u@3#`pHSR=Bfc&81qD2F+xQ;q18u+lRZ1QTyq62q!2+uJxBux)#gx3MnBUAw
zfQm7lE$yRK3F3AhvP?<2oa$fZ(nmkyv>V;{9FfX&llg1)Q;_&<^jHa8n)}N-1R=r3
z_%s~wIr?LGRG}yZaZHkIWab2sZQ{n`gvAah#2zS+Z;g-3UT!L8MGneQycLp1{|G?#
z;r5mXp9@1+Q|T7Yf$Spgw`SzspSK(icMiX-dZ!kCu8vs%^`b!k0^goMXDBNt7vg2w
z*UXrB<hJ7?vB+t+zVh+K;Z|}1yaD!Fc}z1|DavmBu#tMaOlAWB7g?fV70}3eOlNt^
zt1ZuKS=F+6O#Q`8<Lo!)=MT}o8|2gd=1EKzO?Sl&AWq8Hg1{qFYvh`uS3#IqE^Fj<
zyuo9+b!6b-Jl09qb2d&Zd(-oH{}VuTS?mrB!;IFXBwKTzwhlDemdPiL=H^L!;$)&Q
zE*=A};U9;evgkLrDe({OY7Fs{uj_bS<b9xI`cnLi$Xt{Q9CxqqUQa*FvSl$<5TiK%
zP5|GacJ=<@x2ayC+cg1f#^VrngV9ET2LaGAuG-{auB;qS*v&X<9F-c=hw*~>r;v>q
zKYy^Vto77>Thq?Y?yREb^yLzJ<b6aBMDQg!HMhFDxFT{K(3BwYG(XCQ2;m?$0C?^8
zp>;@UV9Nx7l07C4GZ&hZc~`qtPfY(qL#^i52#Y~GemsV&K7V^xHn?zW{ata9l-s9`
zsRXoX|8+`k#>`3j2ur7pFlC1auX=~=V@#610b)Ek{8id(-2wEf%_)H+jRVV7tN!q-
z?90=qNB3s5!bJd`2<ySOXg`0A8+h*hWQ17SmGps?o#MBwgOoep#re@9gt75CZX09i
z>maz!GR*$?Ne^o+R=1~#f~Uwbb(gID20(kE_vx09>2_E~ayn}^dTncRsiNDJ7r1Pa
zu4NL5BL3P(_eg&^kUfnWba|-AmAa(zw%I&bA^eG6-x%(Y6UlOZ^9!5P=_~H*W5*A7
zrcDNsj@4P>x_WgVtfDWxW^JYt76;9BMyvMn@JEcbr}?DxVgX#qH1IgzE|xww_G8jc
zzl>rFf)VHUO!ZXD&d9fY#ZUQwwSKc9$u>lkpEuk-?<hM(^CEV5I}O2fH-IKVxyot?
zXB@;&tM_72%c?72J!<O*>|@b084)*ATZTP~h|Ab7g+1m~E@C+_ze0Eo5)Ak52L=dM
z)Qe4G&!~5zd(EF2$%B`iKV4XA?(dQ*3OrE0ZVb~r+8@h+>#|!mCUz$xJN|xIeP$x$
zyl`*w7#-{TrJF<_Uww%5r^^ka|5@-8KW37j(3iDC0%Kx!iW+DarAN9(1%;^!(kooe
z)r+F+rYhO2;706}c)YeRXd{d-%p-z7IS0*YbW=Cg(Y}*gvCqCc00F7e=?Si{XU5-C
zH>_6B+oBaJfC4H3nK`B#?*s{p<O}ay`T3gKci*qi*{`tK(Md+xthPEvQHfFM=`Zy>
z*i9Woi5QdiVLpneihH$3w7H{*i4n*Z(3aIpojlGOP#EaPF^Om%fKqMMB~y6AB|V+7
z2iI_6CMBSOjCR9#1d&#D6$#>~qz5*}E0S64201?)Lu9qRcqol!iPxAdx9=FCq!@+s
z8;teXVCO*v%{sb`8~#=(P{ow$j}enDh!Ng+s9#kD*8DE&u1aW8{*Lf-9MC4ByUQ%@
z7P^$GaV4;O-}?KLROq6q3oSJi!T!7htpEHCmuBC$$r>U2wAI>yiAi7iNwFw5$CF#%
zE~!-)o6%&4VZo!BzC8~W&#=yWb9fN%bgR$8q7a(7uF4=4N1IzhlNcIPu-!WziM@_8
zul{MDzpHs%Huq-+X<`_1AdEh#9ld?iLoNNnchR^t98Q)<W6;!!-wPryMnuUwPjN(>
za%*rVt@Q#K5`Q!~u07xMOdL;_VSJO|_G>-@81P~%+}Tj=FoNSa0kE<tdbAtvGL$^U
zK;N6GN6;%D#C(}$R>!;3>7uyB*Y^Vv+~T08lANN43%5#+aIn0Ri7$ds1HV7*FYn3G
z*wd6m50jGc3u(~O$>li09@*Jit9;J#(+mkBS-kE;cb`=s{Qap{XPzmTerG)8l5I(`
ziFw3NJgX6H0s7^Zh5s+D5p4Z++D24hZwykCOTJhpV~X(nfe89Vn!_G95%t4C<~u`w
z8^KvDuSVun@=U7Yl<~YHnuTW{ccPmU4yOkL1BBi`!>HgvKIYcEo)Tov;!SO*=*w>t
zHi_TtbIZ3L5zG-Wpd+Ue6-OL2JKjmsBCOsz<`&_qqV>&xn!Z>y2}Zxf*hTOvnLB?I
z90$`ymMhK15Hxwl$6LnEQ(yuF-i=qO6>p*a<X<Kl{YY))r<PTxR65$qB*t_Wako6w
z)Mb2q5or+hzwC+v?aPmJ4k}$$n>;<3&4y=MR!%|+-kobqWmTn&l*b~#@@iZ?eVob>
z`@riu=l{z%M`sgBmAAJGe~uE3rO$e`!w0I(k{9rUffyNjp6@}k!U#BxdjIYp(I4co
zgf-G&w$~m#yuSh#CEU6+uqb;&3ZOCwEr(`|<>|?eVtG?|S3h}*_E)r3d63Z6rJKL&
za`yD6zBbhN^}g5bn#y-Zg@yf|%3<}0#h7u_{6V|6W9~B`Y>_;~;D2zpv%U1zwMoQ(
zTc5RL`_Ri%%l2t{Dt{xZ^V$9Ly=J51s#G3p*W@ods~HGLLY3z7VYYBvu<(4HUO?<R
zC6faqz2pwOzX%dbrBb~3j??}>oV`_8Ty2}J8wex>cXxMpmq2iLcXubaySuv++%-4^
zcZVRs-JLzj_y66!R`*(aU;C&|kg8dA&3eakk1?Kf=ZjyfM9F#B+@S7@mLN{4O*|if
z^tLi|LyFgG@2mY9ot`&gS37JLQ#H+ONmQF;S|bg*JI|!9tV1)^sX>h%a{l~euwW8*
zkMy-F+~sgv`Z^T9mTU-xQ!bWBuL^cZX!t5eG2IWSKu0r~A~>c*bH%+z4mYqE2RuMx
zd_tsBt7v3YIFmM;36W2hbb@|{x0CP);rJ8Uf|C}#2x9hW8#{ziTB|SmiQ}4SijC3K
zmZ36FowkV9k^i;E_xN>{qZ3gmB&FFDdHiE~$7>zcfZ;Tc4t;!T@F^k4XnjWGQ@kB`
zL&VowoVFy)egeHK<TJl!w?!?W<Sl!pvOCJf{%XE>YYrrwlM!>`k!rl>1sX&u?RY0w
z=<~3XN89$qq|XVr=f`Ti%oSWJWc`!`Oi0%*wA<tAB!sMfAw#%}Mj?IcqLG*iei`7-
z8ojq=S9$(^v<WZ7Atc(zCT&QjwD+v+^Q(7EZ(kZXaWriI^nQ6W0E9vhgIJP8vp-#M
zr>{ewq(Ezck7O&5Y)=}uZ(u-cop)O^Y1TYtP+-1vD2GP?14~jv6!wGDQ;_3}rB+Jw
zr;D8152bJuQLkkvwUSylcO|qN3O^*8PW@<n%?kZkv(jJ`4&w?t;f$cnlr!%*J5}~p
zNLo8=@@jGuK5>b|O~^lOs;r*{d`jN@nShRV+Jp*NNnZA6%FtEh#t3E$JH{)qjP$WU
zpOb))zu^NxCJ&9}_yLFsnAe`IkG1Mgc{vltv{Z~{quLlDzm{pTjCLI1WD#%}Vv-36
z?j|p4u?KlF=b@0BCUU4dHGUsU^o9j1^vzt!{Z*fybuVUuB<7h+0|}=IKfI{M4+eo?
z8kkoe+{w7>kQfvHn<CNpWzS3*NZ5ZqqK>H)#w}c&#X<vK0~wxuPB=WrV12cV(~1FS
z^Vsn*2QP<Kq(7w;nL_?-tKbvE3`!+)AZSo`zmBLuO=kbzPR+b9a61!tN=M$Ntdc{w
zuf~X{f@UVuJ-b&|yvQyPqP-X<niq`R{4FUF8{U-!+_R<~WDXEw$c73Sg>n;8Q%RFA
zWTq2wd+m$+$POe2x$!3c3?N~QFl4=p3Z_m2$1NlY*qRB@8>U^J77vId(X%%^jx}z}
zn$vVGl7v#Zis#lPZ(gimAt9229pF^$yG;6M4jj<UMeYB6Kwr>3WOT4B-pX{!X;g$t
z61{)cVmMNhz;JVo{F>7k+POTxQHEKMZF2O!WQlQ{C8bsMv)FrjUGU$kNAQyv2M~Eo
z{#b8s_^$^&c85cG*lSlnQv?D*!eL0dhX?9vKp~Z70fCf%1P>5M3H%#KDSHp3l$Ezb
znpXlk1~ep)l4E@Sz0=z0T{|t=Z2X$VaXwDTLbt|wZ<+R;CX!wGs$+FzbMQ^DAFzX|
zP-i8*+rb2j^Z`2<@C1+5&h?~E6^PK<9rnF~Z-;A=0U`6wS}@*O3saJUR_#LLtMYrz
zw8neQbfR5l)U46jddGc~_5Y+&#3r!Zr;Jyjl6TP-$~_7NOC=|0X~iz=mZ9HXzU56f
z?8^Tc4BC(xVZt(^b<@*JyME2T=DxB^5>g;~iPrKk<><T}01nAJ=jpRb-qe>fG;k{O
z8;2WXdxf7{4t@~__J{@ndg;oQeSE^tLAe#tLBmX3_gy*pd80&ngW0}5KV)QN=ySFi
zXk$q^^Ez}CS>d(Xo_+Lgb0@R%Uk(0FZE6#vf;3&VPIc^%;QfO`OLOWI2NaZp(Rx;A
zSncSO2>5U1bm!9>Hj}dY-C_UBB$sHFSK;)9Qx%oMK*OSb!mrK`B@>Zgh=pGSzKpAk
z*6{wgtlG62r-F<r0t9|;8EBnw=tmjp6T`h^VpxhuKHa6ZxTa+D(Ysn^@YzM?<HYAb
znlgtK3rbQDSXzz|E!xtwv&Ph?^9daY=g^Ljh-_kRV@lXmX6)x_u8W32(Pl!tkB=R_
zW}K<(m-qS7(S?=)b+2I~J6;B0ka4S|E}t6*stS}_>TPE7Y^`qf2JxJt^Edf7hM1LM
z-;3jMqY=gh5u*KF99?V1=`4i$!0j{oO;xYcqxM!)jQm%ob2XZd3b-i!TQ(!;%h)#P
znX=0NrsNx}*II{$L?y_rvSvtmsG>QZx&CJ4{Ug$1VBa2o51lmk_4QRVVZA*~yzQAg
zhp`Ricex3Yci)W06}x+WV(MD1&#}%718Wn2{9*sSZh)_X{l_@fXo3#T>~B7uN(NU8
zXvFkY&HA^q&sU(Pwq99NX_DFM<ry3KHuOcfQld|f*%+e&kHjKfzTur(s414ns$nb7
zWT<JfVeKp&UywX!dW#fH`qy`hhYaueOQ_`#uq0oZrtB#6PRqU`hD`RcGagz-bJLs3
zYkvw&6h}fr@lE%RW6r*A&JjH(r=>Bwp2_kUn{&}I4^<&L%Vi7WAwiaa(tBYckKYJ^
zCl~$F^S#V&Pdn~=M})T6IsflaTXC~2?p6P`d|m40h|G8$n~Nvh+c>)n;gF;yivXre
z9o09aoYR|wu18EpV2Bg?I}K;zi^(x@Rb*73Hh(3w<+DR@-i@4d02js%;ukfs1G=Dh
zMFr|@S6%PD!+Mm@EQR~Nsad1%up8bhkb+B6hHv$;X}{A?*Y&9yNw{k8eoS#8H<XiQ
zr}qv2+?x+u)KJ)%yns{cqrGYlWHwXCGau0~6b(-F*PMXrA4pvoO!3AC?Bhzb<R-W}
z>rx9Xy(TnRe1_0F(J8IyDrp#DeN;Ex1T2i?`%&%mOwS9}{>tntlVxb9a71g9#>cgI
zB0^s3j_|)CEi^=?Ru+O<j8O}!p6#$>eMyHQrAop%dtR=1y_a8CgACtHuZ_$|DYQ{I
zZ;pZ>Tn#2AgBd){;%D!o<N{IHuOj<ados>-Fy~fW1ECv%h!P7<qgX{(kGyBX49Qo4
zXy%+mz+sFU8rnU6(`8q*jDCLvYa93$l>CvMxXgm9kCwFDRQ>C1noEs}z0mBZ!?J?t
zL1PyWcfTgNxv%Za*$Jj%3o0>S<~%Q=73?a%0!ipRkFsKq-=zK5?`8_TJLYYdy*}>t
z0%wT+7kx0~1=eU6Nb=DyC+m~CEOId(uxI_R5+;u<uNm@b*lzm>Z|=-CtDzYB{iK6x
z&}OO6MeIWMtr1u*6eM?LBPv^BsK9DFiN5(`S6H<-oOyO;o0x4f%S0{F!Z4Mezr4nj
z=VSr(w!O2HkfHf?lpMB_X_=DI{vV<@|G`|~2oZlGKwA*y8!DH?^VYEXZeS7_kwU#%
z0KBsUBn5RycRRPSkPj!_({Y&%a5M$W7ISxn1hkvK_;zFR37f)NE{e+fGJ#tQQ?qQ$
zNRuiy0V*UCvIH{<$L9H>Wn00x{Nw8jSDe5r{h@x*bdN`s+6jaI9Xf-<U@X*yUriWm
zB>BU}^W2Tx_xYDAEQB^T`TVHGE2X#8CKPpBX!x=&n}RJZF7~$GCxs4$x+`=(hU8Jz
zBf+MRKRdGwNq%5Ww~rC-TU|E6c)mpHu=STt_fAv@M+QKn_2uLVe<RE?2j}NRd_*`g
zfFksyiFjtyX!SCYHDFkG@Z!&9b>B;{F+PD5U?)%+Dr|woIi{dsR(aqO>0HM%FU&Z%
zd--(M7VBqhgFWr%qmxfZ`pCV_U0Ubml1+*|NW?|NHj9TkB*JD!zp>zx8nPm?D~_a}
zKNhCOo??5ygu4evw?FBTz<{Iwf`ZonVhm3&A7Ea0!5g=*X;zZ!$NaX{8A&@*w687c
zDex`_jh-7qm?+48){qs`8i6ThubOi21sHrfxF0FN@V@O<bd^q%m<hDPpgpK&{+50+
zS!pI!NSl?FRjo6(Eq{Ha|6~_O8QmIe4^uK?g0!j%p&uUCV`6$VZ9<@=20dtfnRauu
zwz|6ex{A(ZDY!@~w!JCIP+2F)?27sTN1MI6wYyvENUe0G?f887R+OFRgp>J5QUXOl
zRuwsqa><-Qn~Cn!67<bjm10h~Z~gqueF=H=3|`9Od234dK03YySEW<o&iG1Zpf?%Y
z$>~hF>4p|cz_KI@24=FuNU}jcEkgL<DX)DOT3>_)sd}H(LrC@&J0ed!;hBXe&ETui
z>T<;Gs0#u7k6J9TCCoIC&VX}a5e?|TK+Z!yWVc@uolmhA!v)rF_dOUWIOtFFK9Md2
zF;i6^^lnGx`tDt=giHV~_EVH69MpWVzbNG|`11Pf679L&VKx|f7|D5!R=6*+*{b0?
zI#Xl9>ihhR7;*c%x=!Ko_Q5WSi|LEO3rl+VXH<e5ZxXW*WK4R!eqh@Fm3BsC_w(s;
z^Y=s^?dNreTiIM+YV18i;*qVo2qua^h2&aYvy^#T?h)FGUP-;9+J1v8K~b-CE5p!7
z=1t~$kRIw7xWmgk7#J$Q$UXB8y?W!Zv=E3|3WMAK0fNEUe^F1yUo73__R$VB?-~{{
zSrPjzox$#Le?DAi^08`lh8w;HHc982n%?M5=4cbk1?O_9&96+M&wtgMpaza$Ht-_5
zcvBH;v?ScD@WBlOn71mYH;rjXc{zF$mQY+n843~`KMo9JR{N)!UOZ-YlHL0Ll0TH6
z{lLS=5HE?>Z>a_0bdXb5Ja-Y9@tHh6wy@zP&7hb3X&u+m;fers3Spzp%QyLep^zzx
zhXEfg+oLZ{il;RX(r{5=pT5WXZWGBpBX}x|u}5>W#mjuX{NoTVk_cV>Rz7M4r+tsh
zQch7ra4Y*)c3BfJEu)QH?#qGS1VzhR61t?5{9(O)uMkyRAuvkY*xu-$%{zAb8l;HS
zq1VvG>zELTX(OM;@bMApWb?+Yrobeyu&~k@@;`5)^lBfzP+M8IQj;=-?*<ZgI}kft
z^z_@Yel!aeK(#e~2n#6V4cV^vmRF$Dd%^v-O=?-iffPTU?yNeHRd*J^!0mjwBjz3T
zA$w}c7y_Ir12}SYe<9-I>)Mh*r>QeTs~Y98r}))PR2@79bj`V~e0+yQF!-pOV)u=@
zZz772H{Zb#QItEgSL)TW^cMSn<{6Lk>Z{tXSP&-h(SPu%_(|-}NQtC@1y7B1w<c`4
z6WX6Lqt{1>yOYp536mdN9!*AJ_=M^qbOglch}_JJ61UC~azQ!~=sSAnQEp$=$9TY_
ze3P!z+~E}o4(36aKVXTtZp{k9ed2K40#-D^V~KoK$=f3{jyuRlcaj6+s>5+;9P$6M
zf7P<CI!Us&9EmCRz|jY561hQyOxIRz*2nD97uOycoDH=YwD~R7;k>fpsWOJSo;+-^
zW*_?)8%O<|WQo3Kxdwl@(aPZ3F_2!4kVN^YMpbcl0KffKHaS+nzx1P~a{CZ34u(pQ
zO27ghJn0sa75$9*5k^HFsHga1g|NN?ynklVMV1T0rnJSy6u441%AibYT4pGIFXTh!
z7f`|}Fabxl$qAKakM{ZBIGU|T+{8Y!CW!Z=IN)-PNW(L>zdv@c25nn{nwo)*ZjaiB
z6>`Gturt|;pN9<Av0_R5PExpozv&#>!RNRn#Mv>CIrb;j%jtL$DzqjF-Tb$*?)yI}
z>v{YRpW;)nJmpY>Tu&AFqo^xuB>L1XKUxx5dL^mW&X0)xU>%e88o!C;LzG**Mh78&
z<`S2^`gJ+&jVHwaoDU4OkVP|JP9uWDd~>oOPJg&dVp#jEpplHLGmRu-OxfY0Pl7m8
zF1C@n1C~l!06=SlZ+E%A2CVQaD#+obU<3f$OO=J%j7ivP<$7LB7^a@Ys810y7S-|*
z;*9DHtEc@~t*5AZPkf3^gJ-(<I_-2Ktgmy;?uzuW4+dLAc3k!mWDN@1S`Qbx5Rb)u
zz9y&VxsJALCduVU?Xy+>qg9?=o+J1l)S(<p0yAyX2eT1Q5i$n^onG2o@z?#CFis2S
z7*kN4Q*8YLdj#f~QQnNky|@t-OWoD}t3%yQRZTr!=9uFWiSzl;9l6fcR2)YAmj+|D
zawDyzPL&v>urqW3Ue^DjVda77Y1TGvS#A<V8?*D852hVZ(?NCKj6_uczSLMrUNEEf
z{1Refe;iH4hGWE|vxU)h&le6@qKCRGM|gMlMb(JOP;>O5#;af#j*SeEz=9MG{~9tL
zgoDYqP0of%U(~PkEBFzPI&DL@Gl&yhk~;|2$1$o{Hm3X=y-a=s(bu9IT2+){Ts`Dg
z-C9HLmpm!eubev&nE1=^&tJ2VIFr<D7_jWEyk6tm^?m(>p>vo^C3Q3-AC2;CCSOTs
zmF`Z>VDL1xorCT*xsPm|&UUY6ygcGy5d}SR;H&_3x(8yHkqy4*xEb#l1lsH22EBJ!
z;>55)5<mGLbkQQN_dCd**3cjbuWPocjhA-rld;ND*#z{-%C$viT8Sk`IknT!<EE+$
z*3}`U#rTyHgF8ufm9dh#1t99FV1^JOciEFa$bt(4ULlAf#4tVff2(_~FX&44_0?a+
z6^#>eoJ)3;&$qJC0H@?bJ9A0girmVh#;~nAHK4f>(jX&&JPLURDwM(dZ|m1war+US
zKNA2dey_?baXJqe2#AB!AO`}cMG$##;!Spy4<Uu*ew(AE5)_kLV(g%ae^X~2MSJ;v
z@52MZ%xy~?U=gzNK&o7_q?a8SJE&6dhp#$wO4{Ho?>Zc$PY|e}_|N&mag&YFAuN}(
zWJHJY|3AfVhp<Qa|3UEsi>0ECY7u=eQ#Lrc_DW;hynnGSdhTcS<KQZNzD2~t_%4&B
ztS>`F=_^7K9iBv5R6<$CuPz-j!TWX|U_zmg2@gy^4-6xB)gax*uNbGu-U_4=nG<<E
z1IsM&%TX@TOJ_Z36Ub$1X3^$#B)+)1GC&ZI7|N##TlQmcjO#N~_Em|;>Wvm-b&_N6
zL3S%^hN!)J=Avf7-zYKPAbyXgGL@E=Ze?LUxQtrl509HvF4Uh0p`CjEwsAQtu!?z-
zjRrsIKVT6<>#Tf=J5BdO90ow;uW6YCvpW|XzI*a9Tk>!Tx~jKHofDI%KGbZD!>$At
zjXg7yY}v4ZZ=a6uV80JRcC{`<B{J!*pE6zq%$8iO+-fm@Pj(`)*l8TYYSQvZQc{GC
zp54%v-|H9|KD6KYL94b%MR7Jg_Gs04&=J7%BK%Z|#=?(NXDp~9<`2^S#rS75_n%Sw
zA3Qj62~<o9{{>?@>T0et)=Dqr#SZ@!EhI!S&fX8?mvk+59k;!;rb0Cij#Ih;ZJ&6I
z|JVY%8H_GVwqcCH1|6bBog)vMN6<mszi5Xs#R?<A54K32*Y<ghJRO}QdmY|siICAr
z)CO*9O8s3t)nKs@6d1?=AHkizS1&g4%K-N6Z^wml1};$ltFm#|YEQ?>$$7uH?DF;i
zx95|$pp!8jq2mTpqEitNdehhbdRr`!Lwks<=IUxV+fn|G!rGbWDH$1`J7*<{r2NK5
zJ@;NPI+@wWvquH4I{Xqb=ln;W+B%=N;4ElUcB;|w;p&sy8CDQirb-ld)gt>ZN52+O
zP^zLC7DZ9Q=vNv3N+?yf7F8A@cYPv;)Bot)?^#=LU;{TB5L~`JPS`$0rXzmng<&eF
z#e8A1(xEyy@2`rMtv-im)*~Oj53^|8OTaZ9Ki+k9c6VW3VtqF7fvZROg^6#u#6W>K
zGANL^WbUGykG0}yB#7|Hy8lM%14gog5B&tBQ;prtD9b`6=ulksQuC3Vyr`mPG)fQF
z#XiLEHQZ}*1)3*!#VeJ^mRb~G;i$(pkrXb?2W$)^v;*$yB@F{-gIaPCU}1at-v!Il
zudyo?(bLRs|5{iTlqQ?}J-gcJC5?Bi4I<31+}){ssxn_|8_X@s^=SwWuRRRpxeE_^
z(S=Dn9{JhR(>@$39LGs8<iuqs8%aQdU!|(s+TbZFO|Z`KzBjcpj&S1S0}p>0fx^k#
zvmSC%{pHBf`q`eO$=mN6B5%h_p(}K!SS^71%F9Bspxf>ndlZRW-0kyrMLgk<T&qjU
z8=LQ3t+3k7&d^BN@2{Q(8n@4yS^VrBorM=|aq{DDYc?{B7pU|)`bJ1sS>&G)KSx2;
zWj${;AoppgV_Tx@)qx2!-qoN>8bkPKY*ezn^I%51O9uCrU>KNSIK&QLj&S;lE$j|R
zjg4MwFd)_<kDO<>d9YbQK15XS6iQn=##Y9jX^Fmq&{mdWJrCsw*G{-gVXr_DNP=!3
zK;s^V+@klECoMTy<x7y>UqDD={d~OPb_e!EHF|X<u9S*}U#z=i&^pgX!~Q;y#R<RO
zYUNAL7*+h_Vs;)%;ndRkM@7uV#CEOZX)2WBk}G#JG;ge^S>g8Ww2R^*_H5<GJ%~37
ztSYPiD5+ToFgfv`(joY!e_m+CZk3A9)S8X`!OJ+u5U*olxb0;>yddR72}*!4*z#3$
zjP!$(8Iyi6BaJX+d>t74>s3bkfgm-3EylcsWY?ITF?r%dzSj;^WOwWkv?1O52g2fg
zRkK=+zObfd27>;7oecow!CcEDKTe5K>6xc?QS<i|znlAK^r75zyR?L-+m3WcHG2Z8
zZCdu9C39r))ACVVxAFBUpu9-lPxMJiqDAtt!WJ7{tOnd8^toNLUo=C=`wqQA7k7g9
z<fy0e3W9zz+4<|}haI1nA&3UK`Nljq9aA`6Xf5W};VkJ*$)QE+&-8W9G=dWn!zbjw
z)EYK;2qcrzdGnH-ODBvo3ln8O$QcyPt<tym7dINtkUh_eFGp~#v#LtzK-_|ou-nq1
zD4N{WJHOp6oDNo7=DOX~2Y37Rv#TzdvN<YyeSblxN1`q_^8L#9QMpJo>XVo?Pxii*
zV2254*vfQ*<4ln`b3K~uPrn~GX-!<bG=CCC;2-BVY~K<MB}FB?Tv2Oie|rhm(iNXI
zV`&)*fFQ0H^28$U{(b@dien`jy$F+0MMj2YpcK}@H2;V4x>|+Nv-n#gGtp(np8cTk
z4u%|Kg$<a|P0?)sKU_Em8e2#|E7>$X)DnHIaL4U&KHhz|-h$PSo9LqdkqUO_b($!~
z>+FN>hNEyXHY@;Fr^k7fG6j?99bJUT!?!iRi}q94oHc;7x0X*;L)i(t3yB7Wez4T6
z0198ir>KHA9D1<cGV8OAssHu11M$3KMRViuzW&>7VkKNBxIdV($rGf_HSm35n}Htl
zrDy@&VHl`aUcVm+QmRy%V=M-$MSerebsy#YC_HpD1TgcbTCMz6r_=L|auvF!H~+Gw
z3EIc4wPDV{fzGa0|5kXBf`ws#RbE?PQ|yAjqkHN@J$@~Ego5E`*zY+QPy?Q?fZrsi
zz}JUyQ36p8jhuEenP4V~;N?)sVTz#j0lX6Qt=+S=pAJ*RqUNhs4upPYVTRR2Ch_z*
zs=~fH(cxkRF4Gq$0w{Q%Ge+yOtX5fjSH`GgiV{2=vz2vTflScLtH(P9h)&uOf%u$*
zyy0h<CNco1pW&y7rTk34IR9YVS*V<?^9qjhPy_?dx4$<(p)EEy|3hhd=zOLviB5;N
z)<jEoE1mEeCa9^zC?I~p?d&|$Fko#kDF5eA;R{ZiYYO)W=QrK#&<=OFtj^Tb0HBu4
zc$0vHFei!#%6IcoYb_%9TlM$LNcmp$k8yfRvWQf^z#2UA_`RToxNNJy&9Yb<%(=XW
z5FFvQb#n~m+DWaML{gfhZB0_wNW}QS;;(|As%=q-G|<QAfPzHrj>p}xbP@b&jsFg`
zlL`ZZ$5XsgR277BRce-8(0u8s6Y4RVMxJt#lNWNg2PeQ*MO&5nI8~i%EI;$y?*;eH
zTdp0Qbf!Q$=<vV^d@u9HpB0|)=GQ7=%~H*4)Ddx!en~nK1((VO=wQ&sY4Os^9qwwU
zCH%bdWGnK4swvmk*+6GKzwkD;<rAm#=7|Fhd3(u&{T^I&+$*?)QHpTPB02uy)xpxC
zW)dOHLx)e9YXM?pB8#L#SYB3|c*r5LXw3YwMmb}^oSC0V3PmCL`=e(tu|Rm9v>nd+
zbNrX_&tHCO^YZed32yi4q7qaT(-xiUpIO=^7fD2egT_dy#E-K2BwoGWdrRweO#e9h
z9j~>Nlf7Yb+~V|AEFL2XKn*i?`PWHjQTglLfj&n9hd`2gkEXLtj3u|vTXt{NyNFV~
zj}{4m8%ZG_Dl~syeXg9uC?j|QpfW$v8#<rYb4m6&{=POVP4KoRVU{rxvBcTnkP{gl
z^lcEcJ#}*m3&qF?kZ?~}%9qni&nf(2?HhgEKZF|O!17*L?|8X0{C^uF^h1RIx#}>e
ztBxtYB|C>_ve#GTHCt}fJ-*Sc5t2fxYK{(k1!3ZH1YIm38j)#$E;bv0+>K)EK=WzM
zi6IQiDW-MoHN6k}NH4kkj?N`8HbbvX2;+0jJ{J~?yNhd?K0KY}V1)5Fw9dffZ<U18
zr{6i_lX1!8W#RCc9yS>236)LJZ^UEaZ;`hIHunZ0kVwc4o-p*wKE>~p=+cwqb<2Lr
zuUmu=T__Q3KiLn8bu|c=L+fc%mkgDh640AebeIja`k-a|P$aG5zWC;2&mM()>W0!N
z)VCjEEmP2+snh5RrSGJk3|&gm?i#Y=w)yDF%6c}ctF*=%5!Z=Dj+?4{uHYvS0jD?O
z_!NTh1%VHN*e5k<#@QR1rsCT7(Rnil6AO21UQpq4>(gGNh3t`(_4=b?JEyMPx6C}a
z>Cz-m9@U7^x_iA-aK#Ob4hmKh5&_Emr~VqY30&mL?aw^bmygb;#;xiC!hl6I*Hiy=
zWpS3YDAXK-yh-|q&{VfN2P#xTI(Eb`ukH=_iOmSjS$h9{m}?b=_haclc;2(isS7rK
zSpubnS4Ceyy;W-6a@(1cQQIH>5S~g}<_}YYbf0P<iP%|xr!IBz^|#F&36LuOq?GV<
ze#Ie8wLPB9AEoMz>g<&eg<xFMb7eDR3Gw`Q{e3JYL(?;ce)thv<;vs+hh<&goF1}9
zXCDP+j|1#B;I#6XW=IZL$_z%n#bA=eO>~v`!w{KjRY#zlnHo65pV<jzLw^yedv4q^
z{Z3h<uC{gcK}qONzKO2pa}p#DLE)Ep_n%3_%sj7+IGxbkV4-K(D?^-Z1U`l`&HL2z
zt=A~55!KMx>t&Ub8_e59kh9<&K0Hiyw_x4-^ID4^<OgN<O$!4GL*fwHFwGgo8<;U8
zDcVgDOYpycD-zW#QdMF*lqcD6Lg0Ie4Tr0CKmwa8fU?56o$bJ+Z`FPU$NJzBMPp<z
zuy4zZ3#Mo&Ip$^kq8fKuC=Dbikpy;1FUn^j;I&%!85t#e4ufpa6ER2hk&4zcXUZ9b
zANjH)dt+$}ijus9&%=3zx(6L<Ox2^16=^fU)5Yuv|4Ihny=nIEzekfiMo+))ixaYB
zaO;=DOcadOzrP`iq!fmYSG1#y#jEMh-ccHC9!viQ3)$U_-01AIZonE7hTNjb9!N$h
zz1NRm0DkN<VxPOT+l6AB3-196p)ADMqDO<NlqRTGQ@0yNX`vwJbrG@_gh9`=ONXG{
zqw^~wvBgW3C88rvNl<H22^bAbB?V=ZP*3mdTxl8yrw-U+7Zwin53739B#!n{fq?){
z)}Ih_VfO)Y48nF9;UL8xa>hnbz5lC6nU|Z2cwzXD5dYf78(&@rMx*N8SS2Jy%Pxvw
zMIZ^{_n&3EH&Hhs9dXnJ#_sQKfJ3wYgByUHgxA}oVyikKEqKB4-=^fUi;;gDjWzvC
z!<}MwfQ@XFVE?ifP#MM~<ikffaPU)oL;cr75K}SjAO2{QO$bGHppd2FJT7|z^si5t
z;y--COo#GAbWtC^<s8EM?3cIxD$m&kh6j{BswHv%9v{5F%9q<8l52W{Q3s)$^MAWx
z$az2;q^{>0Uz5Cu72kJG_ive%0z0Qk3@L$~)4&rP$pXjQ-Qi`i@8$|VburDxc5l)D
zy9+K00qCjWHQ<;daR<BvO7G<`|MEs3ifY}Su7#iNCqX0(KF=?4$V9HbC^UAT3f)nk
z#wcpv#*ucsk@LVc1V7=xL@6gOLeGGe#=Z{H@-oBh5j0=`-sN*GwB2|AvPUJhsQFcG
zBBYT>qujhlAt3`xI`n<5&cngMKz|L8LR5peOA*4?DO9AC(*3HdpVy=LeVab2j)Bmq
z1#t9%|Bx?~QX!^fiufa@%!%<w<l(B82|v~zT4>4jKj#F`4_6!<B5REMJ5g>{%u5fW
zH))NY`#>D<`Q$XS9>yN;uqLNNz+6hS>w8u81o3ObZhc|iKQv#lWGrPRPpl0^;8S42
zDe1qsetn_Dn8F+^FdqVheq_tLkvW@+$~e|!XwYGwWrQih*c%azxz>pX^ZqJq<^dIw
zXZxOL+Ojj&7(N?=w@B(^fcII>i0jC9G$&6|S$(VB#G^$_H~^rBBDh#ey1mI?d5T+)
zaz-N6CX2toc(`P6p%DGDsAT?n*R=W5q6}0WaZoLw#K=Y<Ze`~*F6g7sO*2YbZ|bf$
zc6)wrxRaL}79lN=nSf?z7EgcBHC9>s9QLi^%j9tUKlI=3ANnuAYg*@t?Y#iAo6LpR
zoY|9O%nn%5KyUpl)>@rnV`D26M6$*lmJ3Y&Fa&%5liQ5ZMw;H_!^3XDNlr;YcQ)Sk
zetUS+tV&TizNdS3R?}s?G{3r{`QqRoH@3RNM`0t)6nK$?=?g>!6^bN{tiLZ_U$)c=
z$j4kSSilUP5k`>gK64HO+cEoG9Dl7y1zYt*q&kK_>nwD{V$SH-5v`U6*mX#1LpoFZ
zS90&hQ-=?r`?$<FR2m526M}lmAozRnII8MR1YIJEyJV2+O`Qba!*pIF?$&wgpvA51
zd`b%Qxl!tOsvE{VEGun^J}BE8u^I1y9Y}GAh^=}%4Z!_d8~)+`=zo}^9rQK>Z}{|x
z?;fvpJTsx^e|T_z)RFiNF}Vk%=QvU6F1fAD1K5lg6MZirWY`VJ+^if8TN~+B8UaJb
z1P(+Q`0(C`+MlYI6P1t3?b9agDu4G^7rqcRso@oxU8ejK^Zcps_6=#e^VLKzwY4xz
z;|+B!S8f>kCAS~{SMMCcX|~5v7z=DZtw8xV1iMU(SBoZrIupn@gZ)3_E1-C>hz{|M
zix6+-1)D$rNEAzIx{K++JoF=)B_Mr~TffAe6qmhW#@@$DEs}ydyj_N?=iKeu{Nqy`
zvA5_Pq9vImjU6hn{hIdv*38UTnOF<W1_5u4UK~<X>V@vLLfnxU#Ly>%->UZ&YMW@8
z5}*xBlMM0$($-5#G0Yum+XvbpR8K7VNL1lsEr6D{S!0TO*)W@Y@=8OVHC=xFOpS^=
zuVaUQhenVyrahDYKtAzA9I#oX1PLeDR3^^OBt$(YCjR&}st>Wt)-K~lRP|X&bA@}I
zB8Q%=-o1Ciakd|Ed>J~~Zkx7nN89NkOuDv0Hj2raklI&B*3bTTKc~q~E5_~N;h8p0
z^%tttn41l~NFhCF`{x~hH;{9a)n#fk?u_ZP2#fJJwiC&Q2A20V*X$e|BxG3BkCUDY
z7*;44E&q&VBsQmCQ0i$xE=Ql+J(REsHUT{E%X$xuGa9CALP>(|l#6Sn4$<e89r#(P
zWhuY`5<l4L0ao&|RWb2$5|2`c$SVrmY~ld~{u@`Z2a^Tb6sPtIqxkd`M;-oJuGY+f
z-(u+bqtNsW3mKV*W>@!<bpf(@B35wy{_a=At8x*-pI>zzrQvn~;ytqW3lhQEftap7
zgV6$2<kiF>8jAuv-_tTzqRXZyqqh+{*-<que{7(cC69KwA|=qD5A;vgiQVhDAMDsS
zH!POWn+5WW4MwnPO;DeIMKw*;5o;ET#+(n=kJDLNZ(cD5ZE|&EcTs<sZb^^wLx`1j
zv5$Wz7Joz$dqT7WGJM0O;UxT0-2%TdzOBoeug#6XlRylw^xWD>vlk6TbxEdOnBeWZ
zPl!2Lkc_&#&3wN<PBl1(q~?7Hnd={LfXR6W<@CFHS_ZiP-CI2(j~Jc%1F8gK=_@LX
zF=T`4QQkH^=pIKEzF{r?gJYZYj@^gb&_@>1K6kXwJ;Y0e`LxXw3fh-zXS=(NhVo6`
z9-9#n^4Vf>S?Q2aR|Gk`*~E|a*uoLf3#<SH-{!T^{pzdgyQ=UJUbm{i{78AXvEQ01
zn+gjbTx{eMi`BA8Tyb)6Z}u9o)eYCUAVp|*AGC3BEQN&L=1joM<OEoZks@!&$OhY}
zC0Xu=hX<0Ji*7xW;_H*EZEP3eENf+>7a9!(3%Nsp|L_SeS6!Vi*IQy2wC=&waw@DZ
z`wvd-*ZD5i`F#FLk|dYxmjXCn^6mXM``&fSZv^1_+R{=pXJ&GYLu)J8!V9}Ln?49R
zQh)*@I{dBvd86>b-9XuqMN6WQt77{+9(3L9<3F3XD|<Jb5erz~L+cyfg(<M8osiIv
zz<9^*zb89krlFvTA)tx(K(xKf9)DJjwK;LkXc0p;s2%n&GX<vQSmT76L#2P`l(Ny&
z+kZS8RY(TKsNcsCSv=wO(2u^Nuh9OY_6z!CzMx5`#HNjuk9%lN-}$HYR0()_RK|J#
zPETogH&MA78&Gj}g2wpnrRG&3wS=JYwyL)-tsK+77Ex$qD`;={=x4Nz!f1x6wRg-V
zAjk9%_VpQk*ns<t8_8ThOLD!-UW*5iXUfk1B+ny&35zmm;}D)+v6@MXGbE3a;c;4R
z!+~uZS4W*<oj&aRQQ~qyvQYGoUmp8-A&y+oY$1AvT+YGqsGTu;x}Q*900yh74R|C9
zkMhx?Y08@&66Xq`Sdo_vM1F^;Ogd5+3F63*ZDrAWr{?qXa~Pjq{b-R^JLBC@A^GR%
zpSY|V{93zKaQqNXAx5$ax)>j0du&Uz>GT~4EA%s-aRt2hx7mGaq4HsfYK()>OCV+g
z$)~a4?!prW*EoGnh{ZVoyH&?L6MC6znUjG2WSqei2l?})A6<>!*An0(R>Pqqxa{4r
zkNhke$`M#mW^Z7*!n!*f_(4&K?pB=ClP#tNz`ejN01R<0g`F_v!h|&D2DU*?CK4a&
zxwK6%3u3RR)QSUZU^o`dGw|p*)KmBA<H;HxCAbk?c^m#G=YnmXGkqiv_3&ug639w+
zuV1sk$`fjiJ9PXQq^QpfCfT}yRI2odM{PYlGrAEtNr+x?S0Bz{jrTOOczw1qEgi6c
zu!Imd^#+DKS~xotc*^)Vwn<P00(%WxRUhRQ{TSc@dXCfyUGg?w<%l?W=&XUzT&Z#!
zDRqa3;Hw!z*%e^)Wz9w|CA<v4#nuHDz`Z9Kfdr`jq+E1w!L7V-<wT-tOp<jx+e&k0
zRK&vju58Q#w1FS6ct7mznu<JC!0@{RX^`+c>|U4;CS*Rx@ZiWMC-!_H$|S2BYKF2b
z7)-vtHv#ZJ^G=UhRc7UOClYG}ZHtHSaI{x11mxz1*c75zQ<f9I0ELqr)K!0XiR5%U
zC`JMeaX%CdpOu<PPOem&z|(^i%X<g>aX#(&GhnawsI1Vfwu`E{h2aS<AM?4O!Ek>J
zSFfwq(^L%9J<_k$OYpXJ4o2-d%Qa?t4|wWppN_tl{G%rJdImxKhNoqj`fOk2nC_+_
zFwY8JW}8k6bHH@K9wiCJJfo#b<wVZuJ}$lm6l92>n+h(o9F7%<O0dre(sFtk)yDvw
z-4*61Lez(6Pk;2JkMfV*U=iyABhfQ6LEsbw$57Cd=<vPLam)v2HERd>gF5C2;v>Lu
z;@hEMo9x!ce`G{8^uI9svT|{)?I3aX?*)#gwhaW!BiN)jEsDqQ_(d7bYs^Nat^V2L
z8)katjh5SVTUv4xagG<ExVO4_zZUw3jHcf4mo1mSW54l!FnVk#xkM(}nZkrs_s|u8
zmijQiVV|tS#TX|uO_4C5b1NakhGdEgA62KODvkl{W+IVIitB#8IvMz=_naex@1Z|s
z$O}GxPn?<ilYDdxA5n~&Sr!6o0&pIWVr(#QUWAeatMa6vyh-pOe^C0e842?_D;|;(
zIX5fjrnlyH)@~%MDm7VE>wQs;(+NMuiWY!hMO-PVIR;yLa;O{efq(33%h)s=eJYaC
zXZcJ16XSn|NE1{O+0;5gvzsIo6@M#G*+{r{n)?8UoN@sTs=QDjQi|fM=JxA1d-CUo
z+C9LHjZ=5Iqx%kW<#9D#aijQA-a#&9*~aqReB-M+mX4?AyJal#30Oa->2XuYl)>RN
zCDh~10jd=G{#R=elq=dAZx+HPF%<zTj8FcwHT!ttryl~{&?X{Uj1T<?zabRgw|AFU
zUQ(8{01j_ReAKd?|L|3J&l+`kQYp9q<(2x!EJr@0K#ynw?!UC61Ro+LE6E_B$LbY<
z+zlcl3f8!7CGaZ~esB)<*_bWAGllNB>Z8NiRcc%>r`bU#LV)L#U6XMb*YVd&4y^C~
zS9sQ`fVR!~<U4hI;{PDo&P%Y5h4Wjn?3uI+8A{ZNx)2akt<jBR_?y36EbZZC>0*ux
zv4bN2m2Jrc!5he2NBjkH6b167ntI#`NCi`jEoIzRlO;Qs$Pz$#Ck;^E2?i1=P8#Wz
zAy4}Z4#qJ)!5A~W!&oY5O}st_>E>8JOCGbWNtr<tv1f?U-NH-)5HljD?yj%_K2Uat
zT}hzMjv;f6p(>J;E4xK|rV&o7`Odd%ts}ls;8chQwH|HnMr+pJvn~4jcbZ!yGJLNF
zOUXJonSs*&&9uQz8tv@390t_;E#_3r7OSfPE3|ADh#fX;5ClM6C%7Ekj<jUylZh*-
ztxs-KE!}4~N|`w2i@|0-su5wn#>ZF1Rty|f?^tXqObCW$Ie$6>LZ~};a7RSD=?~w`
z27r3+`2+Kbb>#VtUx)HHbSiFV$LGpU6tBIgN4m345;S#ZYhR~z`E5ZFzSZ)Zq)Fa2
zb^GuWV9R0e*~5ZG9xh%YaB^e8K!r??v8dcF*Ziz|<Od1~_@&!DcYrvp-1Vo?l}t%8
zsmN7Nbsfz6Ww;UjSwm8qG1vERu4C|p<pzu1o*ru7MmOp7>k97O^RvGzyZbTX3-5Y+
ziO#gvZ^pac3GSJ;t84wJVRuQ=*x~Y%el3AhDBqJ?FrhCst-|p_iQ+(<4))kf11<<_
ze}QBwCy!<8q7o<TVM-04l_=<w&K0Og=$r_VvPBy7T%lqj_nF7Gv9jKSuOrfY@J(NV
z^zXLH@CadKCmsfd*>$Jr%Lx|jQf!tZE*-Kq#@xwTjPy6c@Ohv!XA9`eiTL>%YQu`L
z16hmap8AX=d6zCmjmjM(`qZieba}s^;)1wAPEF5v!^JXV-SMY@#$;`e@>9isJM2;f
zz&em2bwYlDQYjS4Z<oRih?fCV&etgNqINTI#vW`*s5VzT`o!w}G;yL!9Yf}0_l83V
zW8M4~rsqM*sFn%OSn1?He&vavn)aSmgCe0%x{Y2n_Dm=mHuz^vx57{;bLHKzk+?MT
z<qwBX2oLzN(5ZB?UmGk1va6EWCklN5K86@0Jo^U-xiXg>nX0fBn9+DqiEw`A_IrCz
zrGkpi8~;A$qBul<E4+E4&3{IEZS~BIpCi3VV@(L2Wd~bCj&JmO2`YinS2^&Mf;o7+
z40rEg5*7Xhg^!g(>x#DAp}J?90H2cT=Jmi<bxky#&hqICuf>JCtG&9PA}MU~mo4d~
zx3;&UzHgm23uhRQ?1;0b)0G<3blm@tOF{m8_Wk-rGEIDUOz_#p+hPN=ipN+w!y($P
z?G7x@U-eY25r-+mRV=kjF3E|#?`P8Pe7TmF$-Ip;i5&8~d?b0qJewfI@(*2qblN$L
zyDG7b=-1PvRGd73wl2_i%((}lCu@159M0W^fg7BUxF6RatkNYp3N(-kHMPNow^(ZI
ze_py)g3N-08TW^w*xA{MOty@hmJbaX{d1M`ubT^J1I7LOj<`Danf{b1{)mEm?R+h#
z6#&}<2fAiUoix&H?^c~Bqr0kz84d*@+%oTA*CJ*LR)cAqM&h8hE@eiKWQb+VhxV(w
zHc+l1Byo|E&Gy0Uh#CE9?Vs4S=oPA(@lUIAf$(W^=S(ltxWaM8q(N<1)zx}msY345
zOP@1eK|Ny+QaJ&sh@r0pi4BG+TC7i;t@r{P82X`M+}Sv=0W+`2hNs0uy3Lr#8SBRH
zub@gJv>jaeM98DqR3Og|XZdL=HW4AhDG9+Tl>e9UcFBBZQm-9rf87qez^n`2BMr{V
zq!8jwxJbiG^a4Si(^8<B%Yj)fet*AR5j*l58_!`+*`JZO=dxG6RvLd!2CD7TXqcl`
zeQOlji)RU;FpLR6tRAnnAngVgg|sYsWfc6%Kh4$rczC%4#)j&rIzufo$<ylK6})1O
zHrS%O@YN(QcH+5&VIOj=`DAawd&xFZE*Xfe;%h7a0~6zJIkh0AD)MPlQ%k4YK0CLz
zG*iFjJ9wH)*BwQ(Jyy1S5(p5kv_W2qWCRQ}x!eT<1V6uKn;*>s*51C#>8G+NwR_Ka
z(vAVEm6o~Fy9pAj0l+|kRAob%M$5#61ey%gmlUi#dB3<x%Q|AFxlDOh0A7u|nJ`Dj
ziZLK~itq>Tn5o9)tb2xyZ@O6T#fYM1kQ$WXwJ*vjU%P#Si&bJ;A2Ojep><W1X1S{f
zsax^|Gbw4njy2r;i!UILJeWxsg+C71|1yI3<Xy`Nel&)c6PBCIuZ2BfcPI~<v}KxN
z<J&s=+`+b(voPmc@h2BmH;pR)q3Qm=WK$_bM2=nlyJqSSE!Bb63b>=L5IWIp#J;}$
z&<@;Y6F&9=6`i%#R{v{Km4MY62-<FMB2X)S8@F3^Imai364%;E&LlZGro+t?K)EzN
zWU(TLE472DrVugfnk48EIHqi?`kFs|&9)}5m7lVZ_k}rNN6Yob)7$u@#fuzOoO6UT
zSKtsC!||ZCkpc#>?vn{Ow~yJ~&lC6XHs*#aSVtUf;s-TvHT_ctVSZ;fqz{^8$1L%x
z-M{e??0W*f<a@or$}PIgn;Gb`Ry$xDv1|d$F!h<mj~2+4z1EH`$Z#Zbu`qr<9Ou!k
zXA49y*curH2nr7~f5J9_4Dav4oa;CjZLIS!T-E>+^L?$!lm$<caO#@HuuNcnj|6pp
z$&V+KLG|u2O_geMH9C!zkb}kb<*{t^X&qg`^#Qny1!QeXYevdSE`U~Z@T$Xucmw3o
zEYUldz9Wr)8{FWH;GYzhO{P6D5xOJkYL}*G69<>zJ7o;To|!Bew{p0I2;mn7a;MG+
z4qsi<IGJuv6Idf1gHvW1&V?XpE(j=HnErhWP1%=twEjJm)2*+v<VgaF8rpY6sm2GW
zR4CtL$;RB_fxaU?B&MkX_fCimw|!c~uURXb^=o)%fz*?@tGKsL=zAdP-_p#rs!e;M
zZh@$&0RMk5uEBBVRtM*buEe#rLygz%qdxNMDl6Y#^~mH&DEHL<B2Fixq5eI8PC7x4
z@Sm*64)!qV<Mjg@_+tpRXdQrLRl>SVBW2pFvr<~nRGW#kOKW9;%`fNUdkf@X>?dFH
z+76B=hl@qy(lY}a(|{H55LhY3)Yp>Nuw!LrOc7gYq9D|_%mOA7N;_`gXs>S;JOsfR
zEOt^DrkPDugHN+YYSU=Pg@aKg07z37@n{VOCoxY~)VvRQ+lhBv0$(9|G+~+6x-2`t
z;nRNCM3^nqaOwW!vyU=3SpvkVCE*YHK9z>sk^)<&xp~PoMAJCWoII+=n<O0f#6kyx
z<S~!QQ|B#~WpU-V;dS%iHk=-&iW3*ra;u6Lj)G_hi~)0re`SvR;`7YMafs*f%@0}(
z-SP<Hf_Yw3<hP@9OEp3-M{dH!919J~`O7>%a7f-DIDot<#x0$b{@*5?$u@JfKoMGA
zci8jA^?*vQU%wk++-qU-k2Jjc9dhBMS9PN5&?6b|S<3vOo?->U%ctm_VL5F_3^6~g
zCCj)nQpEryzj`OMrTOELXPEX8-m#r{V8QGVo6NrWN381_lk{<ts67BmP!kv+ck1d7
zE*6j_VFUF-=^auE<b6*7b&%$yQrzW33_SZzAulPdRJ`8*1*!;DC>7NnjiuYNLwIUc
z<?oB1H3Gb<`X-s3Tl|Dcw*xxaGbOe@L+rA%IrYeK;Rn9L43qF7XN<9N0J%gvs^ax|
zQ-%b^-ZSw<*)U*!662hCui`=($5hf}=Cw297A_k4(*RJbLO*gQhw=NUsnB-|Zc=TA
zi4>`2`s-eu9ec%fh495Q3)+7qPj~(cYx*%VT9X;(GVhxP)ZUQ8{F~$$Lo144MmZSe
zn5&ZxE+NPNg7|A>mB(nlVB`Qz3;;v`Rq6BIkHvR;X;1dQ`B16?+R=w`Kwuz8^IIW#
z0$Qk_@8uWJ@Tr2^xE1%;aQRQeXUyM*&$;)8&;QqQoFcLyjlT__IoA-gtWzq0RC|n-
zt)T$weZq?ir`gAoVoDcngWlVF+)+JJ;-6-Rz|XK-H*!7gkN<@A$0rXUxQe_RZ6p3D
zCLh07{@iE+CAt5^TLDq9)aF9hnXf@8i+iPEvd7J0e<!o_sSR$eu31RlZBfF@^8Tfs
z`-i~Xa)kTlw1<Dr^m@Qw=!8+ksuHLdrhf{gx$z432z*=O!iP;rDOsl97W;#Z34h^U
zA4gKSXU@@mM)DMb?HbNdYKu+I6_u16W5r$%d=MAbk7F#?q#2fxnP^Oiy;+b4#ihmP
zKbILJrE_|qjdFOfrLq7X4&bSJUB^e{Nhy#;9H@F*IDutq<)+U>K397adpkSG9~b^F
z%!%E`$3SL{4e^H0Gt;l{ONdVSbGcjkRT!vUGwaFfk<GZGStJ-QqDjT^!szYL$F%!;
z&k2>!mU&}i5Dtkz08TN6w@EnOnM#zVcI2C<HE~SBZkep+N`+0r*Gqd7Ha;z&()MB_
zUV&@rfh5;lxt6^V{Y`kVD&i5V`dDjtMS_KNjj{;-O3uh8;=$hhJ2}wk$gvR5QSS7(
z9-3$wfzuo>ay0if^HAjs1(Ua*X|$O^okWCvWNxMV+;bQjZ>9)DzsrSPDsX}(n(y#h
z^%o$Dbhh;$I&gi->;#B37V;t9+66!7!>4-d9XSTrbmqFtGY@Y6#=+69xEfi8_XOEV
z-li7G7kmaB0o|%e7a3<wUVhSz%-HDUV@52s7yq)WIvvdmi-^=pW4QhAy*!>pf~Yt&
zk!?=D*OJw7TX2HuUQ^Y~%oDHNuRF5LzH0fkI#D7HZ7~YXdoOI=@qD#L8zS|dm7TWL
zEeYG{Xnkzk&2QhF+TBwq^_qI^!W)Ic2XeT%Kz6FkL55aFGT~v%7qH|f2~A^Zze05Z
zdDIAc<yyV=elGf^iO8a?o@X)<j|KfxM8aRoDTra^xl_l98Mv&O97oqTW<6%2p+GPW
zm{i-iN+mPnda+4_3p@efi!b{K<}uCj=;u2;b6#gnA%|iiz<Ip_(MA={gT_N+`L2VU
zoW%TSCeyh~sZHL_=mysz*H2+KrS5;T!0A~L)qtIO={%#C&VL(cee&tMI}u9(8n{^b
zCpLfh4-)Ud%=x<(5KEoD2Jn@L1u&<<%?*3_!=8*aI32y`XGj>!Z9{AzxXN7wu5puZ
z&YJZ<x>YT95rBEs!W(r&9Fo-l?UUXI_yw78Si~29<(2~PuEfe)X4`q%+SaKe6uIP;
z;7n7+=!^73bt~t9ww;ElXsG%JyFr2ngoazfEa65Vu*T$R5X)wILk^Ms9xT<Yf^it5
z##f?tZp<Z!GGwJ7o-Op(2D!WjLG2kzw6ky+0jX4^LTtQ=MzEkIAjzk#-{~1W*J*=E
z<8c6^IQfgf2&D9^r%}^iiT{njBp8A3xIZila?;6@%VXP*GWF@;9HH3pY+$mS2D1tY
zw!I_12^6u8Ph(2f&Ba9)5ivnqlYeO#E5l;TE8BQI)cFFA&uKB1fwa0N6%gRC4q5)0
z;q)CgjlgXtiWg!uLYKOnmdrrc-$@f`h&2tQX2v-7XQf&?Gl7=Q8xtv&N}(bu1EQzp
z{~ksqcL1WORs_H|#^*Pdul(sJb;f}@_0{XM#zN6$8i@sg5s#jUwfIo_V9{d9-_kc3
ztyc>ZR?BI1Fn$QIj|WxruHX!|tllRYaSLs<*+#-;S}@YTbeNfx{rK@NxCVxYDLB;L
zP>*VyGN+VdV@Lj36!#dAr{miyYxm<nf}TGp9cBIBo;`_Buo%MISgd$wImC0rU`UU0
zXqs3eTDjetzg-HB#K%%BQ!h<-O0{tWBJ+CsM3C)(*J$T&Wc|izejv+Jcf(xo(57lV
zDlouYj_|MJYUi6vKQ@I@^5E>}A)z`N&wWsR;~km<7KayQa<kFVadEM_BAI`YM<(~n
zTndu*F(9L?`Uk6t0y+CRlT867YgRRCh>!S|BQE%g3x#C~!LO#cTKTE+Xp$y8d!Hw7
zpWE8B5(tlKWLbVP%qUR*)Tt0s4g{|Se|b8kpEWpAPekIa-1zOuCjavT8?2eYIf8v=
zoFGzSm%+}_%R)d(x8}92d1JB^15j-`s#ZLb(+woNODL=GNgxc2X<0d$gf^#s95skX
zctq&gx!dEqDG*Z9D-YjN^+Xl(2C`BaZ~l&kXIa^P-UP=fNt4491Dc5XeOGNzeNFK+
zsF_cNPzGqN2A-qSk>$`ln-9WA?dA;>V!MEofk55$c1tz>r}C_gMwAofx{H5mO^fAo
znT4nSyCpQuxZ4o&2b6{x={K#lwmGYg5y4C#Vhaw4yZwhFETDOFq-3Olrk6l_zCs7U
zVyt(2194H4WIK8yja&#p2~5(YJf1tSwRU`tT-z}bW<O`YHYp>PorfVR*Kp*@4&^h*
z`b;kQzS79|?_0?&y7xiOx`8F~7K+JsHz2V#@?()6E_CT>1i9GZOPDEx_6GbvoV{~!
zUhV%b+Bj(%+qP}nPGh67t;V)(HFo2qv28Ur8nf9e?-##42Yb$(zn;m=nkUaJ-0O4Q
zmy|F<UFFVScck2fW{X^X0@NVPJTsi$Q^oHx?$a9$m%=rQ>!gUR)MAJShpccu;XQbO
zNvFd{`B?P~wg)SS^m>EtnQ%;CIxXg9To~5uH80zYYnIQge)(p~)CT!>#fE3BD&n|d
zOl;eZ@aliE&K<QyVjFv~T_@nHYflni24Q=a4b4wGfi_X~Ty%XSgNXJ&8L3BXj+Ncd
zL9a`^py9oM&mk%WsQ0ixF~Vo42+H^@%bz0y<Bc`gpbkU!>0Z|5vtd5yKh}Gz#mew7
zLTzd@hX1>^b5WKaK=nL^P;Y}fcRW6T)y*}4RsgOXwqyf{UBz<oM=K~gF9M^G$L05a
z+*@hz|9T;`b$1nKbF<mE#&!b72Lru#w4@dLc--gj31+}viqQ!jP!$=&bBrU>L_eJ-
zL<K@bUPkpfJfXXgMQvVx)+$`nKdKFtiAheeB}VidlAUezhX33PVCSTZ=;PuhzXsjt
z9Qnp}<<XmYeYU61zG}?m#iY~0pj5=;>uO|TEbAfm`QPGJF^uZg4Ug|sZjNkAu*UC#
z=O6X&rMX2p8O@vY4o%H@JA4L~9;`d4kxY{L9c=Vmh3B(by1H75A_|Cp*d?-SQ_09K
zZSWDfGGO97OKx1w1?^%Y3=s?(x*3mzTV;wj_RxszYWPLhUuiRej%xFK`aMW9NNozF
z0a0ph**$XuK|2|xiXne0Cp0*UxM)8wt0U3n{$o0k$9#HvLi<1ANJvXQZNYi27y0>N
z^cPzV7hqek>8X8p-GQI`oCs#!Lt>c`nG$574Yqmu$=7zy42FU^@3hAojs|`dCwAfj
zTBv^#g0aNEt=3S~Jxoy7S><~dQ&8Ix8tsr-_ggGOm=E;)9iu)>l9@0If~9o&Cz|P`
zHpB?BMiiiiTjWV>)G+aj4e|tZ)0Ed-Ohv<Nes@5iKmA-AD&57c4a@nlipTV&i1~(+
z1(6cSObZSp-~PXYT5rSIL+q=7C}AVR9311dW~M5P4BSWmk<UVP#*j{XHFy|aWD<~Y
zW|Q2yL(4ssx>SghKsf6%FEJpN+`l!8Zm%Jf=DOoEGLacN-yLgT@`Mabp%F>>zGe)*
zqp82iH5#=Dq0=c9_~G!RE@^r^3i$CmVz+c0`9H%z(Px?D4}NgZbgreo3`6HsIY<oc
zk<*0=>c|vxYW2$lQ;kT`x{`^ZvT{UMUC*94zy+kZhDG%_r_JmA7`|&ohMk?Yxi-UT
znT!8}9i$klQFyzjK85~!A|6U;1vLEa1S*?oSvTKf+N>wU_2f%|Mvqu5jqusSV?qw&
zsK8|j&(xhjRVXa6ZXPiK2hptd&oF=KK7SKEMEdb#nqV-Yk1STuEO4_n)dr!RyJ)1$
zW91vP-u15^X3ru#hQ`KpR(DQWONazP*!kovtkuqZ+jp6Dc}AMOiZz#6`6Y)f7#wk-
zijhCyuK5iH*kIt=sl---d@jAJrt2!p{;}sm4c)Ug<ok>o9c~ygzNhZ0{$EDX6M%q)
z+~&$YRRz&d5vpj-afm$2K7xOFGJy&AHDt+qW6m$1jOh%6exJ^+O)ZELFq41Z4v0`N
zXRV&#H+e6lUmD9sSeMU-x%Im->@5bCg|U<>lS>$r%ny_1Lg`_52sE_**XdrGS4@rO
zZ!A~7Nckr2>Aw5lcdf$|2i6_3#-fZh2OHv}!NK9@I%_{-sAQ;wv>EG+t!F=iiHfP9
zQtIX>HM1~FeRB7(w4JBHr|Wi+DXLZdT-80rv8?(eU=FJP<ZBUraCy`}E6-WasoHW3
zpU*3GjLgLlB=SBNjj%w>*V;Cu;gFa6yPYNDHg>}}EuK-}Q>NTo?mA@0f{BiP*;QO*
zJYyxo*!XGUKVQh^JuOMaZwqM7k|MX%X#xBiF)*iWfom=^tZL2qe-TU8#i^&x+6M)B
zo1X=zn2;^m|K=*Vs%ezT>}=L|Ds!_}te8D1BZ6r7S|4&-T4Xy92n~ZIOa}miC9Gzj
zBiCezyXqp|Ki`>d%!77G4ZCisXv@$4l#}-DHG1E2`YK~h6sW^nr^mjn1bDQ(8}*Kl
z)FJDCQipoy2e|(!_eKl&H)2I&mK^=4*2B$9{;1ab=i{SV&+(sXJ?f8YJ$3hyDRcjS
zkR<AVktCMO$R38ocM?SxXu(@G-F-DhCqUGQCP=F~^1q2S$9!MZOD<}Shx(VT{{P7*
z2{0V0|3Anlfo{D!4RRVJ%Gjr>2B#eC)|XQ2z>Uxg&Gl`i;<{Aua#`xcQmb3I`C+>t
zQS^<IK$#nyf9#fK?8V$f&X-+tBiQQEE2_M;t3YK%?rS1D0AYc+#UgqO)z9Us)L$`U
zD5F2`YLY8ZDHLNTuRDq_Ze1tooZkG-7nP8a0RtOqWu?@VP9*0*JxG}~HFM0OGgg_z
z{7!&}SH+sO`ww;hTVHIK03?gciJXnC2~*Ma|6sB7@WD9dhaBVAU$Lso<@ERH7I!d9
zl~8Pq(Jey}F1fQTqRGEVeX$)RNj<2ui(D!t#oV#$VojVD@oUOGN3lYd1ugn}pTK>o
zE3cjzz3;yO4_wC4cITIUohc(7Q)jx{M``x!Qkyx=4N@`OCxA0x?HJO}q>J7zj2wO_
z)(ymu#3_-2e|qbChJH8ut2DaCV27nyTERyXboVtY@<k3waVYz(?Lx-oh5K}o>R*|#
zJpW|EV$tcz=0X6QD6`7J-&BWEV)Hm<umN%o`2f4gdSvMrMQ?Cej;ojxIN<wI-F?k=
zao;&CmiLD-xmF(1@3}JDjyc4ScVq>m|4_%EnSar#GY){0_kRwPHLkz)b$8$E9Bbcv
zdU(<Mda(hE5Sx;0R9vpK%x>3llttLMP!BL79m_8Fa2EB{WUI#V9DsFnDPbYwv0<Za
zEs)z%b>}nC;lfnY{bq495AigIYRXWjx^OM3_Q7=nTFY#F_D;;Nf1*`}qHJb=EBMz1
z<!X%-jrv=hYrodRn2_9UuT(R1mnBk%EYMWj6(A3C3C3|fYbc(Eh`1I}WDmi*Flkn`
zb>fV~h@w}qY53i7J=So6vwmLMo&ebZc#A?>(}#HuQi7?j?6?$kf@`bY=k8a(`z~<$
z2of8=`|jNKmntdtaP#>zlLq|+xsDpl*l$tda;%%!(c*=FqIP^}a`GVm5E@*Gigv_O
z7Jx<&2kiJ45L4zcj@o}=WCRN%?0YY-&dJCzG~2@k|Kax*cyjXN<VWe2=V^J%=E+LI
z!v*^jJ?CVJfscpIdh0?OPQo!oF^z6^7`#Hq@(vucV857zxTvV)5OmCq3{$Yr??8Rm
z!G19??(Y&4RN#k@C^ZrTVlZ_I;1za{+aA-x5)fA{^0rELc_@WPUk;@|+5(wceD|1Z
zG&9IkvjO9b%sSl{w)pXuRVJ0e1)qvCtqaykD)lO<?<v&_hr(IdS<@EoH}Ujcr=c8$
zFd=WQN=O}81s50<EP-Xl=wFVyPe)Z0Q}ytMmgO&nlowB&Zq1N$ybSv&O^DD0l}Na4
zuKfaj30(4<txiu#){_@bNyM2%wPm^G5L&VGG0WMFOQ=D?)epf2mz&=|$VpaX6VM6R
z<Kfvzm6q&q5(hEirRe`Tx(n~ImVyYQ3nQq(2CbAS;o`9iUp3mMeaR>d`JV2+IYCHP
zssp}4h(a9gs9OqI=(<iG4=TpdTd=@1w^?qy>x!+SL}G;EHF%%9)ke;H|M&N~ZN37r
zV06g^QUvipd|*?m-gP%QQW!TALd3?FS9WDF-OQ#X*MW31e}O;ENx$>Ti!d*9rUwSD
zd16l&sdAws)^yp!;8;4gn2EEuqxbEEV*L?9)r(jmlUw3!t%12M(JmR;*WI-)nyxp~
zp{7QYU}q5Q`QqbYT`G%_t9pawEUo3|U9Qbr<+n%95O&J~p)ZMt)c;frR_g-EBxBg}
zVDe5GG%Ps{iOLwR;qBtb4pQZ?VpL?-7>GQcEb5847HfriLuwc-Y}BzM(M$+%oUBmK
z;G)7n6Vnf`$-h?8$q}^@CE}!Fg|bnwEN<YGiTk!JTJr!^oeuSG-QAyBG)sBFUIE+0
zfIv9NYL8&5+$i!6DTkhj0d=zDe(do5#=t&jEKfE8EUL`7;wcSD-yw5RhVfu5P`6jL
zxBYd|*~jlyuSgDIi^l7w;#5kiTE#OTGz`WbpUjF(ev35tkHG**Pa9Aj=N7Ah0Bi0s
zk5<7IcTdG)*5kfrdoR@1FY=Sy*UWh~YQ|@?Usgc8%6zgBUT9K;v8d!nA_hl|xv1_m
z8~Qy-l;`68Tn?-jJEj!4vS;nRG>OOZC;xfG4tS{d{yjn-rIv3=G(3x!t@1jhk4_$T
zKf>b1*4uw`;s|Q>!$yOW-!g>W27gK{G}CT-&PBfXv#tLwynE#q`3|Oz4}{7Ya_1?X
zXVAXt)qc|7MS`z|Bs5*-#|fc8KcF8(?mH73x->8=iX59US10N1<tgY*+17z58@t$O
z-`3N>q#s(LLso0O^)8$K-sa7;5<KwRcAHlDL>Q(|OTuv+ODi<yQS(G{oPcPg;8?qm
zP<ky_HUQcspM|8*5ydBSfdIRjyk7+AjL=H<F@)-*UTaa(IlNc3VoXO^_jU10_0j<e
z)uD-LV4L$dI(PVQsx4ClFFt)CY|X|(sy*$@`1r!Vo3(rl<(A%M`NC*3SX;M{+*nPH
z`{89tHI#U-s0n-8iY#C5@nT&yILEr0Ptr`^P8Lr29fmH>Wd@z&*s?K&E9o^(3BZLM
zmk$mA)u)NCIk1PIIM}yaJLN7BpL7Iq3Wg%5PWv2HRr&YGNk~t{^A?lU>eM)UKdx!X
zgdQITyw*VCg(08*y}5AC+vAG<+x2Sh!_$v*fv`zC#y_^$Z5=Cay$<x@v@r7!As1mL
zX<Dl0xKJu5fXx1?6bZJ>X_u@82GQCK=8&@++&tRxp+Nt@=1*TEGz~<bWjEJmcABBx
znLe9Qa~?XdOy}aT;kHI<v?NG^9%b=w@KXru?G^^QiQWPE3G?%&eIalhcAKoB%Wdg&
zXcn!vU%n`Oaye!)r-<y`_=N?~^y4C#^6O5I!++miVsm(pcl`oo#TFbfr9K@~wOK0I
zkb?qlP;on7h(q)`jcDrrp+i?4>^qly8JFu%Gt6Ltm`uCBrzwx4lGkUM2p(aM%EnsY
z+Td)SVzG_MXjU7&#dYr|t)G^rLTuN&E^F7MRiiSVnb@>_h(D>hbY@5%tB(;JT&}yB
zlx_&#qt@lTZdLeyI!&Nz9#aphskKk>@CiR#AOM_0tfOMlCx$lAJ|F=P=1H{?N$JP!
z9dIn$v!4Y+@&UPe2J7)5LEQD_`?-jD$?ORdI$a{(=XL~t9Y@Yjwm4u0K^X9hdKRAe
zX3%+o#sOPDFONnNDc<K>_zZA4y)cwWuovda+7CNoJoUQ>j!Ty)4mKfxM?ov<yZF-@
z2V9pX#i*s@mFIHjHti4j6yrBZT8iMu&MXvfIix-ZU#gC}_;_brQR%IH-Ew~aREsEK
z*26)l<(YCmWP^D6$BreX8W{!rmtT>EqqLZYp)<#GrF55!^$iwJtou)Y#*}E*!P=Is
z!CW*O=Lnc?`!{|m%9O(v6Z7X$VlPMyl{>FNRFc_aasPdh)Q}AOfsvAPc!q)gC%DOM
zxfdU~pt@s^9c~rUNx6)$tv+xFXlFNm5LFC2VwKzRv7@EvWfN=L>@R~wk6HvTDf_jq
zIB#bj?!ZiUAFwfMGfW9Iw{TYaDA-dFth9T$Q<cfYO($O%hvP~_J~56e;Yoh6wO`Y_
zBGYH2e%;g$#w>Y8?!FYDwvP*L7`Kwa2)WlM6HhJ*H4%seTmD(A#k8h-1uBQKDEl>m
zY%=Voees+Z3j6)2<PvF{)1x0xrKk(GC7?{^G$q*q!M8|bWAMjOV~E@&ui6WP9Z7Yf
zqZ)(Qs48a4?3_fb@^`n@*q-Uu7us~bx7J!TRVb$B(h$&1-_zkQ!@t@M98FJ%cqeH=
zw?l1u4r_#q*gls{EP0`D=z4rwSvm%j5RD%7JEgRBVS?4)#=(XN`N0tM7GhB+G=Ab}
zxeb*^gE_;PW@IT+Mc=Qg-9YDnyFlqC=lk`(*w!ms)J|2rBC-{Yn50o%)&{NA`@&@(
zNmAy}Lfb}XQk-{zFeK-vRT6%x@(J-W%n%AFVPbD3hy&Rs1FAxkw_a!)7&~&Y5bifq
z=C(v`683M_UiCytxNQ8ZztO};QC%@-OnJ<-l!o+h{~l+OYF6>@cH6yYPVGL*z>njD
zp3KT<FoL>h`lNiJGz>i~5KQw7llihw5l&1J!6}kuV(-1$j5p4o)Ml{W+pNxP8Hau3
z_T+M;6=<VI2nZoY341~?y_ZbWmP*klugk7A&6VbfB<Ec|D}?jDLus%0RrTFg1hk;>
zmZ#-Kup!Zg4#J9Kqn-JyA`xMolOyUjkAyX~@MfqCjFQ5NSM@`XV6IWL)R5h}YgRbO
ztJWQ@X&>p@XWjiqr72Rv(_GBl`9knTzl}?)&7#FjJC^2|OcfZzX5^rGVm!EmRp09%
zM$F#*e28e(3JIf)*2eXSAMYe&-gvPlljGYuP>C}Pj+5A9k#o~|99k&%fAi>$?h&6Q
zq$G*)OJQJ0sHf_=lG31x+nz9t<##I#NBw3ODPaAvmui!=Sf+YKws?4$|Md&VBAJjb
zBz~p&Hf?FdE|_DScIz)i$smQ<0knM)kl-Jtw``xzXcd3lb_O)HDDva~aRf*G^Qfv7
ze~UcywErzb0f_*^=E_Hjh>R4AZ$Q$;DQlvTveoziC3V?_bi+`TrHC4OQk;aUul2J^
zDn#O{C<QNz+fFt3v@|+tq$V@g2CM4GkI4!vNZ^M|tk+o1EL3%(-2tip{~<Slh+>}n
zs{J``#hX%l@Q46G7Zo4i7_oT&Yso$bdIVM2)DZ{zC@GJAKpx5HLWQvIo{sD9DE!@J
z#F6@4ji$M+sioiwXe;?wM(+UtmcM^|6D^72hN`}cRn2~jzONhC<bG&Xqe)ByYV<WM
zOBR+3)o-W|AnX90C!@aJNAr8+<9B_kyOR8`zmHm07k<@O>yg)Ni=1z}+C}g{0U(X>
z{7*`re`tF}(!-d3G&nZ9XM8j`!l&0q1CnIJlbzPvhO9$|sL8wy5%}tF$+wh0t^Y9+
zN{0h$cQI{gy-AJjc~#lNum2)$tn#rgpO-7Vja1P6uAfq_ldy#>*W+h|Ekrpq+7w#B
zoxBRE68&X*S_}1Zao7$Q{l%fC+T;vX9Y_X00HH!J*W<F67}r>>`s(@_s;RWN>z@ek
zoSXz8QYL*eDK*EonR8KZPSc|j-rw0&IKl(drF{5(ofhRXV3#(y?DZG!;jBSsI_QRR
zB~9ZB)->JJmt?>z$_y~Ls;s`yzkdb8a&d8?|6Xk>D<|iP&E7D-z^%953UrdW$j!k!
zV(<5{ps~>Nd$HYVd2xRCtb$D<XT)1HgTm!?C)ws|t$;axTRd%BXVyGjpsr$n`ZfEW
z=`!fNSs#`R^?vL^vROvz*N$LHP`UUmy5MP_CK@<P5i!{gf8D#Zl_u*gm4gtTlo9z3
zJk}G?GjnmFdwm;X6YE4R8e&%vP;TZgF7e{YC)DCR+`Lt;XO?_vCY3jw)_km^>5EjR
zO)5JfTOWf_{a;0g2yhgGwq8c4grIbVgf<7x8xXtiAp3ZyraYLvFhCpv#E~O*IAxI7
za3&R;)9;HbUEdYex=7^=vj#Hx1NLOD7=Clg*t4L`n^m6a=%Xra>-%y4;!m~1WcXX)
z+(!f-p`#=)%y7asoAQ0AQZ&SgteD<_fs@^C6Bh}o7uytdxh>DaQ=OjYkJBg46|xKI
zIdkg$nHh(=76c!So5Wqiy1E%4o<(yOyrggSEI9gP1qzm&P)_pHZ=TcnrA|1eprCMH
z+C)iDZ^5Rn`?$jt$!p|Z;9Xbs=PNHsi57b7j%gADfOW_fa{Zkat2BYzp+x>Eyt_-q
zYZm{Ph7rAWO6THVY?a@u)=Tlxc@}?X7kb0mc)gCo9|d|f8nN0-JJ-HNl{$NZkJQ`*
zn&%u)bI;$6zpjUd#y`qt`BwL?YO~9gMHI(9sqVHS9c$TWNv1Bnw_K(u&W^tJ-vwg-
z#uHlOgrJylJ*3En=)mVl_}oaPJ;dQz7)t||vHPk#legDl`*Km=(soL=g*w?-c4mKF
z=*WrrHw+l$P|ejqpC-Mtc!`MaPkOZ8Gkjh_>ib{D;}`IJp;WNdj$&Olu{#655!q-F
z_Ive$Aa^}_>35_;O^HeOeGGCyd8E^+1pQ4$v4!IbfP32ebx{<pgta=~2C8J^-9z!T
zDJ07($BL?`w5qU?wcGu|n7cncd#jEytub&#BOmX?W(pg)2yNQq{c5xq*KJHkNP)8y
zm-ec9%c1F)518e@d>u;ykwaWE_Ah<!65G4j;$LwHUuR425}DFBi~S~@0F*@Frh3?{
zO_9<jcCySHh-W!Y93Q%*DoKu>_xbRneG&Rqgn2#vlnvsn)%%O%zUFaC|DE8o1;4wL
zYzifQ<MnF|8<K%8^TZ0)VM-a@$K?y*a${n~5BC+4_Cg1(??rX*m_pX<EC2e+(Hrqi
zRM!zTe`so>6fKO8ZD@Ep)!RXBqRSRb>hP~_g@lO~ZrRLupr}e6096OBzJq{rA>?hk
zZO!bJQjnJvRUk9sNK1fDr{xY+DvV5NJ(vdGai0`~b2nHQVid<<E#aD6(rqu&ficqQ
zQP$XGH%@jFQrwQM>NAdTgtJhQ3pl6;wl&<pyf13U3KX>RYWFYyCSRbQk8t05iQQ6&
zynyq+KR=Rv&3Vz#<S50psTR)3o0N`?h*Cd{_|Ulj69Uv?tE-&A31W!JHDOUb?mj6m
zt-DNiQJ?huT~MIxHbH8Ci=PWGzH%a==0dIerVVk~0%5J={o-4T6$OS+?hxOSWrGpn
zU}VgeS4t)<pq+lNc)MKF(ed4?HPrv)fyaH4&|)>;j)#sPa$VY>RZD{S1u+D!l)!|#
zI>08tx8K|p!aq8$DM!cY_&hdLU`%?Q_ow09{@=87{PeBoU93=*2A4~<Z{d%MHuo3D
zTN7)6mKcZ$bAv=I0zP76&kZpG!m^LPLhOzg@@ITUJ<%qzi+?fKCBGFag1;NPfNP}6
zZk@->kt`Ncnro_|d_dXbn*&3eqsU+iu@|XHT^-x5f|0g;gML}(sfl*y-v|=z$8jdd
zUr^m<*eJi|Uixk?&o09G@mG!!|202ni#SY01^JSl<_?d)39`K7-g%=Fm>$e->=5Z0
z)pi6}Wk6(#RK8-5I4lMlbCD|jeGUq??`pE){N^3Qj?<<ZAuyzgkg>1W<*n1H71=q$
zNXmC@q#!)$78=i{==aj)(sdO3M>Wo8<$8CUmJE26D`FrZApCr+EvfsydxjqVL&uX}
z^_!q>SK8SxBm30ic_`9ZFF0bY_IGh}a}12sV3HG~BZ`JeZ!T6aS_%NWW`cmY{v@Wy
z1UadbIbU2`TU%MRMN2ChCT1Q%yy|<sqa59TFm=b1|EjFAyeD}C(TK=w{A|#qWlZj~
z+v>~=u_(QiPru@~VHjMe5EH}DYsau({~*Ncv@k!(_()=xwWO-a@ztJDb_G4xHzMSa
z(zxUP(%!)}YdK#%e%<TV;E$pv@jqbJHH!!ToN`o?oo!g55l5rjcd8u!W#jAXtmdLO
z^;rw$Q~xVF!31ykr+j(>?pikJ5s@3v``0?dPC8P86cLh!FLEV6Yo+fef97d-&3WD7
zHuuPtYmb?oCnpUCdV(JjBOUO7-@l5E|AF)L%qL3Tn=dg)Q1dIRxD^BDz%(s*sibcH
ze4<H)ovB~s$2H$I`4KYSA8@c!5<bLyxMAGSG$}%L5kzt+xw7Pc1#E~=Y;gT!e8M*f
zsZq8mgdk;>|Jj9Ow_V4?uRb&uF1+(woUksJ94j_Aa0e}uiRI$a{Bm)USRW_qIl|lc
zG%r#rkH_PB)>vcLll)>r{X?$T1ZsYt*ChxAJW~my0aly~!QgA1!=}V2_r>`s#uei}
zS3doGy80|n|8SP%+_8(em$-Z_wr$>YP)L{?M9PBaUP9-Pya)FeG`PR%`Prv;SFm@s
zns%Sm5oS>8v~F)^?}ijSjIVa)gJA;hz<}MhW%|BWVs9~}N#=5j_%^q}aJ{_Mv;FAP
zH3(8eDWv*8f4@7hv$GpRIfHNEH{0hr%l2Qirh(58d<oCD3`h%&s@7uI8Ie8N>(fx&
zS1YaVwJ{qe2<U_4s68cQe$i+2uz^K^8mfrVm*LYeaA0e0`^I7r<@3VBEE1nGvL}r_
z(npRMN9p&bE0Q&})*PIrkj8Fv!a!n(^73N-7G9HT4_uc#P3Zk0gKygV5@r);-&0{1
z#i49&&6)Ze7bd05U*I6-HMol1fFT@!5urdWX6`<oxGOtdZV9h|FPCMommo%_O&)!u
z>oW;}bjH5V0uMu`gBMLlAh`Y;uRv-#fJn<g$=OO<VnFOjf9Pd`a%=<#v?HNMX}zCz
zn-?U^&5ejNwB;(9Agx-LU2IxS{?^^21f_t>c4LsK_`)ot>l}|hce<4Sc{;h)K(w?^
zA>hIG8u}N>k;w716EQbb4wpo#FPT;}W3t{Ans}mJN}`W~WH{3)(yLR>(73H$stQIY
zsRmzvo5{|@n?uZJT-Bro*&k9_KTYa)4M!;HSaQxN0@M)6+hI3vukLgNu+fL#K!Q41
zm`Kn&R^KiuN6b>fRA`XQs-2Chu8j?_a`qe$cF)GeC+L4%*DU)@rm<VurL*QsqX+CC
z4+^xF>|1U>g<Oni5Li@h$3@7r{JAV(*a8wqgx)3DRh+USsd13^Yo?6CoRs^?>SVIG
zzZ3oJuEHVDXJz_Wm7WkCRNd{u=l2q7+F<GaY>T$+Rnn?`=ARVIB48{H5nrXT&gncg
z%>y#2092HwO~edpJut8CFnXx>72m(nIj4DHaNoLL1<vT`W8ZV6*#GuG*B<Es=dVKI
zHi$!d|I2>Uy??(PhpE(|rwI6|`t&{3r}Qt+CF~M`IJZcyn7xFMN)pnzyX*<)1;<w|
z`Rb^KOPIRsWbll_Ma8$E`*{P@HSLC$vTlAluCEyfXiv&QIW@bO+y3>F8<w?r#3%Ok
zOnYGlk$uk?QFNpeTl`P2iP$@~Y$!jk${Z!WyGT9jrW)$yqVLmISn95qtZC6C`f&73
zd^?awk6I0b6_*{KhHYMP&Ig5jTKR2b@;)9&g1+V|+8*v(oUE-IaeZ*TKh1(_c!rZ~
z9Ya130gE1F_!-J23uO!9FO0rfUQ3z|8bB6tN0S$sX5)us7DhWP?vhkq-$0P?5sJaU
zR3LOiV7eD4G!c#TmQ2m?ch?<JH*mF45)w_!QrX~>@dI$pR%x`?t<4^l%v5PMugu6s
zo8Hz_8ERSMpmWMq*6QXu47P3nOl}+^bw?tY7=X~yABgg6QUh&8R;Ey8Fcw2RdLhM5
zqB9JPw2CbwgqBGD=)`2)X924kCI8o1M1NjWVI=`6^E9Q79nQ?4;&BqLNmF>LxAkIG
zi{D6J4oAPaP!Ws5k~f9RyPI9~ZxE-bv?c^|A`GpkSYz)<6n|hnX|>aYuOC=%PcoUF
zVyM;m5si&wsI?6E3m{ej?AeO4s>Lq@MKm>mL@5KjfN95s^|$K*q(*b1_TT&%0H7J+
zkv^$#f|~vZXqpm}l2HZ$=ALQkIG_*lpO24}TA1lwP2jK?0FRjJT~}xtxLDbVbwd0H
z9{%HN?EUaH;({vrpgmlDc6S7hfDokR{hufr;AaIk=c4n+uCz$GJ5O*E{sVDi{sVDS
zgX-k~Y^%*Xkqr1eLS<J5fjDqRmp?ksnv*ve;^xyAL{MKFBj5ypV5<*fW3ec3B9v29
zH0!^%+^f%f{ZBDX6yS!;;ZxYV{(pjy0`wqWGnDe@D+DEq=9Z`&!o;&|DL?XJ5H{R?
zTPF+}5z9bac`d+#lsrQcc-3f_YxV-RMx(;QT*_!Nc7A%TYDxBoB-UVFAPaS%D63HP
z220axB6)n5ju4T6A~q4H8#NKYlGY%DshiRXnLR5e^f3)m8WET<Gtr4OQ6Z|LgZ%?o
zV$4}IfVojYY&Z0ix3@P?tVu`MV5OuY=ZeqMKDEweveE^0n6fUw$1`mc_A;wJ+mX>9
zNw*11T{Y+=Y!StHr(6J3F%5d}?ej-K62$i2n%aC1KL~d#bSoXoR9$Kl-kn?-we&{K
zDxy)un0j{tmjxz(z1YKcv{P11Ee8@ie7%7#-D8Kl@-$sMV*%O6<$Bpg_aKp|)wqRk
zNjb1k5v?b&@NB3qa>~PLQ=5Yum+0?O$qHA^N^IOK^?H4)+Uq~mQ*Q%48!<rmcU8Pj
zyUNXW25&7D|8eO`_oL99W<1z}7-|gyO+;@!I5a~&bc0+LE5(9-&mDu>PEjGmB0TDK
zSR^t$=*IGxoG+8F#FBDIS-?6WAd5Q2-tRKy-cYWXn#tsjPD&rKuP*v<IS!S`Wdc<+
zrjX_1Rj?T)=KJ+10#M%*b$6;+jSWwjTQqfFZersH&9}P+a(3lVDpaY#SrvSE8W(8{
zEx2awGZIJ-pd|7rp=;^6P8TbUvc;&@9W$arhw{16&%5E-97k-hQHR<5L){rJiLF@Q
z%sRB*ZjDNp{?2&qnp$vehaQetHj`<I0lku~Vx9i-$~YutUgy2-vnUL&FS!Kz(#jRT
z?st%eNN%0rfc@iiURtr=7S1N%Tm^-f`bQ7<IP5QWyBBvhA|`O;zwRqy5T42})^<0f
zih_YH{uE)YTl@L&<0EJy(Z|4$1>c(?I!^}AeV4D?^W2Y#AOZNe=6J|v@0m%5Kb<O=
zh6D)9;?=h1Q(asFU^qT#E%JEmfkmlk?3ncdYli<9t}<EJI;IVrGqylk%P&tPL95Pl
znp49J(`6(KE@Pz-MoO`vYHY>65ES4PLzzQE(%(AcN(Lpy5OhLw^k>V<DQ|=^=XHGt
z3YRF@q_{%9sAv%)e6<1AmUZN&Vh!_SLn8EFgEwM3`7!B=HRwd=<@uQOx;5lK(3qGU
zB1)CqF2x6Ba$PJ9t;CNPVq-<#kD^o3)9cKw-=C_iei>gPY+j&0lY*McZ-_u@y4K#;
zW8yQ03eJan<k8HZpkcX>^N3~zU0|*K+?CeftG@zx-UG!ZT)&%P@}WXQ*67P?cG-EB
z|8kbQwApL3thnZ5?$Vbh`<fq|W7v2&YsB!;<KE*@W_~{k2^sZKPdN^&%%dUB%1g7g
zR=<5U=!a49e6^{ru1?t=(KTaEC;d;>zlh%C5)KL7Psf|-bnll-oeBwR26#8zcbpXY
z^oYmYfjYg&msuKb1F?_|^3$0yRR?{%z5_N|HTo^Ygb1z>eZ9yDTN%}tv0FfUeduL!
z=hMPn5$O_Dr`ZLx;1@&bs<UOQgvGef3U*-E!n5BK^^}&6Hsbe0TpyuflPcaREZA7q
zTZ^HE1wfX(g?h_lHp$*=g&yy$23>ey;B~*qnDexKLiI6Yn+3w2IDW*rMEeHSO|AN_
zIth(Il7#ojAOLqHDFTK#p$s0(>F9dl!!lj}*?O((aS{Gmm8LsD&4y@?fF3^}2u11E
zgjtCIRH6x;jmpAEWaiTDd@*<&_HaXO#O*%f1_R@wwG1uY?R1&<I>#ylNw=-_Y@6D@
zSiRkyozKQcob6%-)TucLXh5bZ19^Kb=6bRjm8@=>$us@ssxM6XDryOR?;821Wqpil
zfeV5`TCGM6vvhx?zxPkZ-FC~hgRZoyaAqYyy&{plc2!qx$*ErnzNn{M#`<Mgdtu@3
zY&hPsz2MlkUj+=Pb=b<EZxVHr%smo?k8g(|aeJ39zR}&B21NOhqPbI>GCKAPOligu
zoq`X%?hQS0@a&tVnSyqf-p*I@1s5fM{cf?eHQ#0q13F4>kC?tKE)H?$f-LI!DC08+
z3#J{4(yk3i<3-OxyAVB#l4~EyqchWXz{WICDMn(K#*oPr_i^YIVbwN9Kqy{Pp3N&7
ze%Bx<!*GvrLSkZzGe7w>XYDCk4;h!^fLqB?`%Tr{&05E}8}ZSP%?cxPk|m3V&1I$5
zux}!hV}hvJ)=WlBi=Gdx4@FSdb9`mQ$o^{vk}Mdr2e<m|kBQNrP))KM&UHI>F>QH4
z6mIlCt2Kl6@qZFZFTfVkGp@egHRR*8T=JYXBYWmxF0hRz;{n2Qq)%?xn0vj#hVph#
zeXrRsF=vf9(9%<SiH#w=I!(Y9i=)_Mgi*FBsEk%U@ma)sJP8E>KQKDs!Jm{9ZFOkg
zJkS(4LQeR0a%hI6@WVrH{=U(Z=%nZKIJ5e_Uo9i5(I)FkdBzX!JF@+$bQ=!p2-i%*
z%f;f!4+UCLta1Jnr2T<(=Yr(OV>^tG1%bwA{>t<Mpaig-2jF_fAgoH>mLg(ehGT-c
zXrp4XSuJL#1bWDy9^UT_)j?yNlzy|Nm`7i?*kOA&Trf{$;&$NEqu4(xM8<Yt(Anno
zNq!!$TNavQ%%TB2iSUJUr3%`ch9>57*A}BUyQzihKcSrKRv=I6zm*Dn48xF$75jw9
zHohBT^8w->iypj;MUxSTUuiL6oD|*ykaWLr*O|RW(V65+;Q#(4@_AMwYpcojkW0fr
z^dtd^qup===3<Y;odbaZ!X@AA=|!VsaK?y#8D81<aj6^8n5P+r_A!A06RRWD(y6y?
zudGLCfLkUOF<G#^!Nj}&nLODfh>x7Z*DYvHC0RTXmAlgdZ<ISN2*pWyqS@Er1$)1G
z<Z`sjnXzD9QAOkU(R7HdvQ6G<d2d{$>HV60+!=V|K0klmMz;O=2JT3ljndl<fj<*e
z4Sf=DEd>h<96HQ@^7N+P@eiLVxv;cnP<}JUr9b_bOmkWT$h6HEnZkVlfdn`idXQJs
z-bv^~L;+-%0QJ;%D2350S-kUl<-(!5rCJ{SfqGa}o;FjHTGn;zQnCagU3RHWlLHsd
zAJsri&z)+e=lResu)i;mhNzsD%^MdA?4rA2?R%ds{avz1!)s&?8AjkqJR=X%x&t+A
zw}*%`<dDVmQ^Q!`S$j)u)(jQ%<{?zHt~?4B93)*sKL{z_VS8Jd*{i}IBt5EIj5P|8
zE-5gKsjgGS$`LS=lY$Og;Aj3f++i>FbplCk;U{D|h0E*>sc98|kH#DdY>`e2m3lXa
zn<2B@$Ym;y)U6Yd08BRDZHb<M9r4HEPV<c&ofW0zd)@g+wUgsK)`<&8c;m(^pmRu-
zWq)1tmSHOKYp)^YnY#-WAHj&a{f5e9BAvtZ3XoRXL2Z+YAEXtXTh6*vROO$UjKZZA
zlr-M2;uWw~!TUY`MGe&>XN1c$GlRLkOzFx|^JNKWgIlw`RkeLi>2w%&6i=o&#XteL
z^0J4`vF5AZf*3Ho`a_+fozl`svQm?I4<f5V$_OLsdY4ZAqBvGY`@F~Ocw3-0i|LE=
z$x2yTYP+)2RPEhT4SpWA*$0blW$#0!k*_MB3J?~bA}{qaUP<u=jS9sqL!8h`=>G>j
z%nI6YF|5=RCC<o+q^MlC<AOv0GyDR0+{xl*glE-%J0#SAAeQXu#cK<^vJXHYCY0A!
z-US>}Ff8a%1Z1K>{Rkf0<HQ&&;x)pY1P)Guvh9$K5#%BQWGY<A??2GAH&(Tk9-aPE
zk?90Li=K~fN<k{K{ZZ4_v~<13(A^H0y86_$n1?hY#Git(CIOlIRUk<ZQW+=sG#Sms
zHrmx5@IOC)*KjBOPfQ7rgSiNjB@j$vfc0;(iLU$Yx_!)nUckDT%qgq*Tatd-wvI>n
zSU^13C<1{VvqaA*FyvY6AF9vq0*D829R`1Q$r;;U8Rh&+e6rJGofdnp=o)i89Tbf8
z(?FmtX}Wkoj9-3=PKszX>cwsMS~{V@-6N-TjKoNlVM^ufd5^CRCq1QtO|3pyyCmV}
zX997LYHoq9if2k=5%XkfwXEa_;~E1%7XgTm<yUTMPL54Adu8VV^3~%GvB5R4;zhz1
zvUXCFLF~{)3#IK^gG(MW$b5GSR{7Xie7$wr2Kyua-JJp3b;D^fyD-w$bF%BF!|kju
zUbWX`2aQgS8}51Mw^|`j8`qxRKn~;_98s+fPQJo(<ZjVODcP<0l5D?+&Q|KGk^C)Z
zbf-G5hzfi^Jq{K`R8oD7XTOHYw6U?BNL>P((Hgi+J;j3t<XaHfmfLXmvM-1RB2fj#
z=AJ1+`NcHCKro~&#UHCS5{_pK^f8_x^$7irN}kt*U$r%+n|ND|=ok0e4k>0G=lsp$
zsSA~vwf8C2F}y8d-&=thw&W8Z%<9530h{kSs*#q_HHvPD4^_p6fNHTy;FNL7eWk>}
zOJBGxcDCywXC|Z~h80^DO;%eGrHXpB4q(ee40OlC+<8ZFf*b<3mF{TRb%;|L#?J)W
z3nN<_ky7h=<%M`ka<X`)2|L-n3=2K)d&?o?(HSP`PEYNNF^@G3R~vgKZSJ_!2T}>+
z9Bh)$I>{<CF_ZH;I(`gA2o?_iN*$<<W%qJO)f1|ml9rh-`Mr22tLv7sxwFkI_8pFC
zWX^oLK{k>>$k3x*yc4!Qe|VuJgy1j0Ol;YKC=?e1^bpKI*UY7ZKYO2#9?h^#L{O)Q
z`swTM^wQR6!wCgKfmQ?rl0WG`an(Vs7$Ud*kx2};flKdyB6dhX=({2CzNL36do=aB
z*RyHYsn_D;wxYdJb3Ffh#^Z8Ki!NN=FQ=l7r&_OShQ~G^H>SZ9sfm0NO<wm?a7|4O
zl8cb6VOY#0CZ_M;#mxQ$62BE_i@YY!D~%`CaXWjD=}sNi+pT6JmVBX>;xE~6&Fs5r
zZ;YN?ZbPQrQ1hbMSg$MHh))kw&+l0AAsvTHuUBK1?esP848(pKzR1$*co&QLhYSr8
ztYjXU(XcUNqRg^lsQ~L^^!Gme?T<Y&Nj|-sLRDbG(1aTlUHAyGEM5p|W=s>(ocr(f
zWcI?pKNC_A_pVZ_;hmq$zc_ln@IZ~KG26Ds8#zGl3Fy1H^$G?;Q3c|5Wz>51equ)Q
z?YvoMEJl}G<J}vp;*flUWxj;BWI}9!^zmuL^0E&7Oa{~kMqw%ebdizqVa<E_jo_+z
zUrbfual7oQv^cTN=np%u_X86dlEZVP1KRX_Fzk4!?ey<uy80B#*Ejt(?7wP!=P$a=
z?ry0v=@Y5{6b?hz5|K}=r00lDYVpIc5v3JBQ;IHny7WER-8w9=#0CV6#prhn>=!+r
zWhoBNUhrV6C+|g8Sl+vgNpe42YVi@z?fCkX-j4?&EbD@6cooO<>M(<U41+95MZ5js
zsfoGzF0XBY<>k58tBX>nudt57-IZ^_lDdslX-}&VVJs`|xm@)K>LOzfS#%?%E)KqE
zWiooUn?R&ImX{DFQ!o)XW0QW*qJ>bqIh1w7pXL{bzb)qsZ3$yCYc}##&)d`UU9+@6
zz@sMI36K+ZscCEb__wZp(5W|<Wfv^pz^^-AD~{mCIJ;%g?$6glvzO}2$ac&UFua#h
zY<W19vV@D=PjAZ@`BJS1K}0yOdz$Jy2fc8a^bZV_geo(@#wEYplqYH<tXqCHmRerc
zI?3ao2HK~^Kha@7mdxx<Hm(Fvq@JM(u1`P7_ew$h%ClEa^S{WReq4+8#4!t6GEya%
zP7l5hJ<omH_`<=Mm9*AwQq$C(oUU-%(96RsLbk<U6<?XD62tBTur#Mi<nVHm6)jRr
z#&=4gUcPU1hMZbzM*!JL3}-$R2^E(9b3=fQZ$D`lQ<g(eO!Dphe&jgJ#3setrRF(%
z32CvV-svqw1h*jRhlG%q(z}fz_B|mgB)b^TU6sw&*d~@6pM3J`6|OWpSGys?q5rRs
ztMAjo!v|YhXC^zj+ZPw%1^PDVq*5J^F_Gdmjr2wIYi3=6>Dv}4I2WpAIJ_j*U+)Ll
zp_FFZ#~Z`K(T02Mft#@%5`*K9={4u?{f4YE29v+MUxJLyeH#OgcZ(A1%;R!mzR+LZ
zrGRnZB^Y&6A*egO7ZwIBu8U|!SliQ|lP%F=S6`;!b?DHkj_}t}eyW+BZ*})_UGH2S
z;rRMxSx=zpecWIwK2K%@G>#po5)2&y19vh8Q>|MEC(XgDqVnR3;%VoZ%!Qn{rE+Zw
zKYlNK)%wV={X1zvHBO{F?H_)bHoAL;VbX>%5~ZCp6jrl@AwF?5;jHe^_^idJ0b_+P
z`?2##?mHu#+%6Mf(fO>q(?Jj28>m`WJM_}VDB33Dh>+0P9;BB-SI0K=^f46_iZbNe
zFdJEv6<+@F#TQqhT-31h5D?^Ix*IKc=XxPfNQ*^0Ul83LQsp_SZE)ZNrvL&>u*qIj
zR}&|6+*>#rS{DgEHWxc~(?da8_b4pn^E=be8Ptu&=f&o2yszI6{uE+DGcJ^_c4g-b
z4C}y487c%aik_6gCd=}<%$V&)BRr9)de={Hh<>)wz#0fvJAxK!@h*Kh;j;G6R6c~8
zT(wHe(nlizi3A4V@lSM+E+AjK<rYOwy=Mr<WTC&e@p|T%3LSjZXg#6j(|=>TTcSJ5
zmI09pi*&(X;ahg<Jx8gizR-8JoJd>YTZ1^y_Io?Jwt_;>)#F+9*jpO;lhEXD139Q8
zt*ax!ZfUo>=W~JyPb(HIN{({#i)R<`tHyq>iR83Fy%t7DbZBL(L)qzB<;$n%>et9G
zB!(~`WMp7G0hJJCZ}&#>LoP{}?uSlub5^CWGscK-Gg)^O9$A{KCQLzjcHgeK4VO4*
z`I}4L_rB~jZ?&a`3gHw1;v)3a^dc~<+FMJNq2eeUT}fY8n$i<dKkL!*P!3ksoYZDw
zY+wZ4;Xd7N3zZc6JeHxr=Nv)kvbx0ad-M$h6g8?XuM@LsdJ|!bRGm;Y-GQ!_GyV|`
zHHh19syuS93Y}_LRX^gK*%O^g`-v>T=1TwF6kjo~P-A~S-tu~0=3f8ZEj}hsIB3&T
zSLbJvYWOW^`WZk*jT?T=ZVSm7UWT`-A>~3yK?M20Amfa5=q~=cO38>mD@!l06U!8-
zeud4ZF)Uzn!adxa-Q4pKzOAmVuECv7SfXp<4`DE*zOD9iaI0J{@>8zkat{S#MK*=q
zW>ivw8kIWkS+q5Mn8KZKu-E%BC=z&WiRy78<9M*}h*K4{Zz={_Qqz_~x&{_V*T}12
zC%@E15UG?gdgGQ2w+*ey<U9R9CqL~3C}onR#UZN<TAkPZR*uVba6bO(+zZW4K>L$d
zm9hq37le)eI`p-FWg>iRlv+TzB?tU+V-E@3>2prNXur`9nt8ubf3Kf74whtwLez%6
zM|Qcm9Z0b*xJeAOnEL@N-VLu`9u*p=?2@(-smbOKJ8ag(jd_)5alI7Pu8&^(`K&l}
z1_o(*xeU4fER3|*`JvP0&c9b(fH*8uCmbF!0~8fqn*lhKS0l$c5mnG53-p-HX_%i`
zbE*%)=mleA@8>;?{IE_R=;dn&5@N{#u4Tl;M;|{=bP6}FqT++mTpgn2^t!`dS#&Rf
zU&d*b$PH1l2M#1KM)sCI1gqg+PT~o`-o?|%h{RZM*xJiRyN%wt8kT|O%w!vbOt|M4
z03ujKqeJE;IBIyM<IkQ`=`qnzvzlyRC&XXh9PtICpkTBUIVZo!!h)Rsemzmd5R8wD
zGXROBBk3};ZTn5FL1ARu=8NO^WGwo%utR9ARIn+5iB(|6qvNP)%`pkgRhH0n2gv2i
zMRyIy1Bpc<X=>}~1)C?s>!L@lkRi~}{rvelQAC{01D0$ztu2_dFo4?mDWVNzPj{U?
zeKSD2<|iAEe%DM12XS}KMWdmx-2s9<0y%t|Tu$O>&r2jfv^-UjeeaE^Z~Wun?{BkR
ze9`_2cBMip<!(&ZpK%KXk!acXI{j5bp*Nc=`MDwlF|`$eDju8IL2kn*S^EYe|A2rr
zSfi&ZzbqM+fI1y}q*H`Ig-`1VO<4AG*-YkfibyMAO*`UW7sm-o{$6_!oH)uZ!zXmE
zSe)3FhHn9+lAumjARJT8q?_(<N_h^>-6nV)5!@vQMoqEDwijAz%sBDxZ#(_;T-OHd
zMdMiUjVu8~4RYd@K#u^gh9mfRCon(sp|YdAB}u1sV*h-%5Y}2e7IGsXgbm8It@$3*
zk}e6&3-q6iU$J7;!cW$qx-daOM7v?HqS?0fUO3U)<X$vgLjiA;mHj_tB3Yp>by<8I
zIH5ttiSr(sSS#}`{f?Wz+-@8ja??l3C&u~`oi(rNZS}WrDOSS3GZB{Cj}Y=EHqGZA
z=YkpDBw-_%f3Q%&*f6>OWar`I%U)-6!K7f9B&qu0E<!_S8u$5@mH`2NYF5(5)wOL;
z#&mhI+rAJ(SCP~DhCfqBrs1j<0(=?q2DnY~n>`-2lJ*s5dzGnmZ%u6Gv4<&x*hN-N
zHM}%E@hQnb0ZrvLfEn1sEq!NK5KbakBobl1nRs#|nvUwo4m&h|Pn)T_?rTL>N`(XC
z=7c}$pY+&rF);+s3UOrzJx6Pmg(e=1<`DP`?uP@XhX=(HS!)9|M#CZJ3vq!4T>J{5
z?&wb_=;<L#7k+xnl6vFJKU}U)*!xuhrYOnYDNBwR!Th^t-};x4rja1A=snI%(I2n&
z)uQuc+R2sj?){T68$7j)pi}c=kHTG2_Em`Kk+H=Tq$NjiB<OTR>Sc;te8dXjt{HE%
z-duc*5vbb#h%4>H!m0iPTb;-X=*5RI&nTGNh8TbV9=LylR~l)2uK%b#X&7AU;1yq~
za6wK9|1HmSDJr{C;hYR+qKd_gaq`I1`Y9X20;IIP{)Pq$Bj7=tM<Tr3A$VH>>JO9<
z9shrfioxY$LTd`JxkG1bq`YlF2jo8}UgAF}UPgGOWREkIF6TgcmornO#CjL&1I4@3
zztJ8(0Se1+4{?DsS_2`u4BEUN7P$V(09|B4HC9f$Qt`nVcK#1%D1K6JK9xh^_$1@+
zsJ~9ia~M2><zeO;w}v>CTt$$Y*7;5KLD-gG%|cHLWDI7HqZ8pdNK?M=Qk?)i?ZkM?
zg~~LqGA|OSh6K`=q*Z9p0Nvj)xmTcgu_9^a*zl?qJxDAAJt+AHd-Ri0dTwZFglKaX
zGl*+a{Cm>hdT`FK;wJ$Fmi-ElkB^T<B_&#)Y?ca2GR}BiU2|KVhU<M0Ch1!JJYDnF
z5Fd)GiaglDF}gh($e+l=?Oz*zvFI5q<B8bs@8Wp7a;wu#=mpe1)FYT&u92sENyA9*
zX;QNQd&)}AXFBBO$Gy{}!IO^#@aISZl{fU`3e^|d#I9-FB0hy*xC_atOvcRtLI?1|
z6k!FnME{r>NpYcB+?-uXO#Sq)2OBMR_{OjCRU+E3TbGrN?j$Wbk!Qs64kluW>VDn}
zwk>hXviHxWL$$0Da6^KXMK)o7h%Baa(>EI}=Bl(?oYS!0xBjh^%zW=aq5zb9765RD
zzR&5oDhmtCOB5Z(c{|E5O88o~50DW*lZq1UEvN=QTd9sJXWB;G3FbViiT?}QCXHyW
z4qB>ehj4(dgvrnGwr+oTd5qld{Ts)VYIUbiPCI_FutnIgXbode#j2gI_^xxUtp>Uk
zQ|LWD2ndLqD+Qm6?d&3XdiJf-&?Sb-gna+ttssj4KZ?j}m*q?B1<l)MlFFF7fsQ8m
z_8JpAU$neJdM|U<l%_NS^xTwt*1gg;yZ4{L?lVqVu!R)Sb>x%D8EuN7#<p+6rg{ym
za`Ze@E{3T;X$ElTiwCsN16+bg`Le!gP4R?FI=O672RS%nABrY5XmvFna#Y}=&km>a
zfX0a<bv*5E!Y8Feam8Xc$2iB$m%%2kEeY4Vy~yb^dpwfAQ_NC~g5io+6OZhD<@NL-
z#`Lzl<MO<*7;jy$d#EoIBYHJsP(CZ(kYRMqD=T?B+>)Ya1IU=bP<=RHF-tu7xD}`}
z#YSFpm9QGKV6D2mI$IKx#$T$ApEn-^cT|)ExI6C=mMV(6r%CRk&IP(%<lN8Rde=6D
zb46v#fR=}xwYJPXfc$4o`0rV3Y9`>AWMIGhl~H}3`iL&hc`<vSubw?A3v;4Tku9k^
zf4u^Cy80Z3%>&ryEQt;|F~k)JjCKDl7HoI5v9_+n7a`hXEp27q<@)z|lT#>%EnJVg
zZ=E=)=6^|>KEo!!>%^*%ifKGos@eS!`Ln6fxD%jZg9iq-c)C%XcOGcM9S+qS76>j)
ztE8Z2DE(eadP8@!@CPYEb6(*_a9;^za>FbvQd>7A54ejl_60yD3r(udkWuJ+4xD(2
zNmSDA?{(amSlCR~Io|HU`5~=V*Sm?z!32Kb0uPbY*0~;V=8&Xe9(qV`Gh)Waz`}wW
z_VJ+)C+jYew~Io>>wbFh-D2D;elW*x8G>i#HUj6Zd8UE!UMqCi2LH(X2E==IK4ui&
z&Qv!hDcx_Nfkc9ZIxBU)3Wkso?SAx^bXJT^%ybj~!dy;hdGzgWmobqn_eG#lF%8<J
zKOB#r6!Sq`o{Z{YBYSlr*+3y3Wvauen+4uEdpsD?1(&!Jj3=kL^U$R%e_0BC{dSK>
zviasP#`a^myj=8*usr{5({~pU6Pij60y}W_8~XFtBKn`{<PSVMG5?FOcM8vJ-MV%w
z72CFL+cqky*ha;!*tTuks)}vfwz=P$bAIbvYwxxH|0v1H$hZcc@$}x>-TF<k+}Ty~
zgfj;2LxlC3<!)m|1c4pKC53^ZWMsRGS#x;)Zd&d6CY$+fLekjpL_~n2KxMT#d00aV
z0ja88=tkISj+C!wBBqU^HxJyZgN9FZQ5TAz<^N5K?XuV_hBh|aq2Vd>fUqR}fsK4M
zU{1aox-w|MSH8R9(=Zc$Ir%})y8O>YC@iAGX0vK>yCoAIqp10BveHIKn_1S29~%cK
zpRa9h#c>~RaP-+`_a^{!;`?Bq0YsaafuV4?La4*C7XL1hXz{W*s#&ph-#|orWG!>b
zlu=HmaU!ugru9kbcG!%~bOtu24c)CGS_1Nw_L;~fdjW{*wVEszzVE)o;z{@AgQekj
z{ohg<l)V73*2o?WDN})X$MrSm`ixJ^Ey9(B)P(tP*J!&p&tQ5`J(JKj?avQ`yQzra
z;GBE-!1X~K=fBh?_om+~fMIdENnif1HLhsToO(TP&F9t~0Gbs2X7n9$<Oz-`SP`Jv
z`<G*YJ3=m-&)O|GHdA)Am~t{&H%fCGZ>rw}yJR#k^CKje{6ea?IPB#qbIB->i027I
z9o&h@7a4l&fX|K|;7H(-%WNeMp~L7s#Cgrn4#EWnh`9W<Rf|@q$gv>YoC}E%?Nb!E
zFYG;SGv_5O&{;;rU>XcFB@>tGhZp!!;>zXF97txvf($s3GY-AUePzI#dQM|^MMkEB
zRP;L-lCFyH(=M}fsiltyfJ*GI>w|3o;H7lQOwD5vL7vtT<rsj;HXgy4Q$6nRMj|-6
zE!QU;mRLl_n3$I3Dhw?W#LqoOv1FrTTaJm0RR?&V*gxuavD(J|#Yp|8d8p_ttR$bz
zHviMMNd1WcTlz@%8a!B7+b&kW$dBIi>n)apy(ma1;uX>|AI%65uN>0=_m8j4U~0N2
zth90`VY0J|=d1ZKk9B$E=yFIgR^Jq|OW`qL^UU}(G5R?Y?JCwh=HRu$G{?uwvO)~9
zkhZ(`ZMiHz7N=uj&7(5y=9L38lJai;F!C!b;+w6$q6YUfcArz`PL0VKdmpkuO}UGf
zq*gzG9*R8aON(tNfz!6E38k%lP-ycb6u^Zvgr@Bn7iWEe3Y4av{Qd0<;4PAR=0s2G
zyh|zB?T4L+>AY0KF%T2Az!rH1S}jtX?w^TUTqp4-w@~pgZL;F{fxeFEwc++vQlp-B
z)u?X;FjGl40R_n6Pq~T^I4;6}DGlpu*qYxb7ebihc5Y+kzyjEM*Zo{-!V>@Yt@j_d
z9pHWP{uhI^NYNQ6eP*aihV7#zo&W2?#9!WtQol~|<RREX#Z)_~0)S%o`+59q#(ruu
zOIY$8JUb5zr_xGgDV&~#BHw0A!~kOJW4KTp5m?sCRou2zOyZXWmuEhnAb!w_6g(V~
zkye%H2J2ZFow*gDMC>V^f$9b*&yp$t??kt5@nz*)^4Wq)-{|h%KpG&;5lJaNc0c$(
zq#x~gg=BrBF-~xX2OqCH#1FPJTkKK?g+5}sEpA}e)i_yUz@`!cLZz9o=npj1mjO76
z+Zkjf^HAfJ8k#H_ofJTWA(8s~s1D=}jh<-%ZC1qBly^r*M=2bl%V?w0<?awF?DJ}W
zq#vaJop2WT*Mu_wACv(3bzb)VTk}IwXiP#5V8R)s0JR`s!r5Ox{!BO{{cFNm0w=)s
zkmNR8ZQ}bE4~6zG9_ru7B!T;H|CLNKmD8>O=J0_M?_v7qpJ{r(?z<%KYI!e7Ngr@X
zPg8U={BFHbN(LncPr&EvFpBz_2#~&KMkXsu1_9^xBZC?W=#(dUv_8=uPyzJYE;Hb-
z=APlq=0ZXf+x2=oQszpBhkIsZeUB4rz<j(M*iR%ey}tPeL&_>%x*zs%WM`sPd%cNs
z3;QAbv$U&saD$m^^gJ~P^w5L?8A+)=vX4MMF)l7H%Q~eYM9uB^fVu7gt+t{pjfS0?
zRI!w$n)gO2!Ie^UMtbEeA^>Ff&oq-*9EfhFe)T6`W}Ri`-!21yr0C>Ip6@-afRQV~
z!QkF6tyjLT#Id(JEN5+p72M+J>vtJm_Pa-g?_64s8E$GVJeM3R9@BdMcPnQ<{lRTX
zc-TW4T<zV(R!O}>(c)9ON@ck}FFYK+X%c7Ja@FoH;q-rt=C8(nfb@#mgO>iZUBG;A
zOjW2o&6j;{)SrbO@r>Ue_W!(VL$tj~Iv&~~wr$I>KpR!r1h~pDGgSq4J}7T?5AHY|
z$s_p~nIFag-Q2v`b(5CVcsu-8eTn+}pcLr}>x1=cSxdsM&9HivEZg?z%4uU(>VU>Y
zs7jA-__2qFJgL8^0h$rPgt`WAI4sWm9&MUlpC+PMF0C7S^CZ)+w~5+B14XA`U8SS&
z9ggI)bIW>zBv_O#eY*Jh^G*^nX_d>H@O04(<2qWPXpL>0Lq9*HQ3pX^He*2N_y{zY
z${xd=@{g<{V4?OuvJ)99i=Dy5R!Wa-sEacX+z+T_!+NJ37sh0^9VWIVO0&Vacn5H-
zf<+U0E0sw;j(LKao&Hv1FWf2=VqR*QbhM?`N*(h0CnON2s>-;|W)Z_65K8*$lUkyy
z!hW=NzLm3nZFkUPqk)n)>88);OCq0q3F+j1@eL*O`2##<uX>wtCazIzfAnk9+{k2n
z_~4t?TAw69x7WijkB_l?ygeV%a99z<+3nqD5u6;gO47Lndwx$Y$c3=n$@^+-R_ndy
zfP9hp)&U<+td7~9vjSv62TghX>$4<?b2PT()au{lQ8^wiP&j|FkAhDL^_6@_CpzV$
zsF{SL_s)wTETC0y8@U-gum5qDOO9l9=b@D|ZkN3X#YG~@9uK(8GF2DncyyK=tW?_R
z)qjapl;HR|I3=n*U0Xf00rVdmY7eT900PN)+@3C%2f7;k77K#ms$i~=f<ukNNwD9`
z%PX=3+8_W7^No|sQ11z|T|Ajx{HX$Rjm!A_s`|*d;Bw_la_FGR-E8rK2}h)bU{1_1
zKu7eu@RUix*!gi0HR=dg63WH=#LSfc2Jo(bMi3wm+**1+88_mpu>7TBS%~~g#S)FE
zSZ>*Bks+Bi;ZtXmcxuh-_A-!f;Ee_NR4=kLAG5nZ_(^<RVkGADC2Eh=u^A)5C$!C(
zPok;KAqC-lj!y)NvquPuo4Xxyv`BZGIG_}6Lh0)Da(ev}1mSdL)jRbBv=biO4_o!6
zXw#b9hLU#z*l#a#(15Q`?(e5f&T4VP`Z&DRz57BC3)lE)*qlFJvbo?p$P|)m3{TBo
z=;E7%UbR;rm^(d9OOWfzFSCyTRA7i({jAD#Ug0>O34dBqFEP{YENl!t1p}B!dZ*J)
zbAIuMA5G^1=mB}~#3^ONb>jm!i897}c?BC`(MywvH6!2|0-l25)t``myU$z+C^V~Q
zcQ${j7bkIR6A(ZD3Z<C*)&~%eCRQ##zh8oh^^raAl%;vCGsR83x2r}EHE<+wDl2?c
z&{lNP6t#io_$682<(*LMrUB~!F-sy+G%V|2FTRLEKOjSXtTe>@4=q)Qcl(cW2B9ZM
z@p6B`{dJO(;*YbUDr=3y;iIaB%g5~3t8Nvk!+-~demm#BnFHz#h?A<jicy1RbHboK
zT`CXo{9C~-1`E8-!?AWVFm6zo-yiwp=Ep4n85~=J{uM$=V+&sN0KLRTYxa2d)0%C=
znSbK5>0MOqhnso(c<DEOoU|3SG|&S+ig`fj1n=lL>?XhJf~$?=%k7veliS<7n1!JC
z*dK7NyI(gm{k*-4{=y&y&hZR74Yx>vbe$iFgmLhXG=_-wztULnHKFZdi3|4U-U|!w
zsp1sfT40!-itmIMj~_n&Xk7R#h4n+x2J9zuY(exDVUie=;!MELwrmuW91n7q4`)M&
za<~5w#xnH^<y$+U<14<WJ~!}Tcl>5nxjCQ3g3P4&qlxX5<U*R?KcKtbSMZ(KO;&f4
z!ibkc1@33FWZ=@{5t!^af6m<{C`TDmtdrh<u96oM$2DsFNV(*yCa$;~dRxGs<d9Ka
zy)}#hb+|>>1ZrRlut&5yh3iHt9*N+Ew^DoNO(e2~in&Y7JoR_c4p%ZVIs{v3E@vNu
zrD0q-Y?jM!#)_p@T|Pn3E1M)<_<clkd0@J>F>=8DJX{b>!y|W)l5-KWlwCBAz4%G1
zQBDfk7RpmTS!w;-xKi!VtX{35!d65(q*Gh(>2{qS=le?A_GGXI-CuQFbyV^*V~%sa
zOH6CWF!72dTM=_?8!L32SbFZ|6Q~=Qg-E*Z;&pnI>5mLqA<cpz&(`A6pl`G8wHw>E
zo6QsG@6&=)^mY(IQne(2+}as~;d(Y~LuyP*oq(BZ=zSE>Lp9&FoH9g2#E3S63UER6
zw59snqX${Ed-F@4s>PFD-HGGng(7i}x6IY@^%FvEZ~WEM;)iU^Gft!zdW|ngF~0r3
zL4)gw!E~=o^U6=*eB$U=UP_p^TaDM3aFD(59mY^(0<r#GVq;DtR?IU-{||{x^^e51
z%)N_ON_^E9Z}0d{2hS2@;X3tX%N~f<(Gou6iQ-O<%=8Q(yKF!vJrF$I)5F7ePau!D
zw@7N*epV@{KJHxWvux`}NmchkDWcDjP@bH0otr%}@r0x%BijD#32)b3Aj>$!63bh8
zXXoMuE(4HeBOpJ141b)${h~r0CW@zZCUIG$#{^|_;%0`PJ(t8YO8E_R$-2`v@Mk3f
zl86d3kgi{I&h}$6rFnfHOAIDkqLNkN{a~7J-kpZauU`Y2GWlt~D++@n;C+M>tVcL}
z>x2W=yL#5OId4Ox!>+LsgQITp%OHk7c7vy5cGEUw)>9G*NkvONFbctO)Wy9z>o-~p
zrPIb%MW@(t`Fdf^NOT~fb~QT~0bz)Yn=@uBl4NN(+iP@hWY8NT)d30@fngkusi8o)
z_j`r{dY-p&oiR9MEy?V6nTx!T=Xc1BQOonv#4pJ>rihCMBMuppNETc<bEI18KdGT6
zsv(>N%S*d$^e?rbB!sjoZig;<v!HFV)t#I^^OP+I#x9oW%r4(f#Q}q=YM$;^rYDHI
z<)VD3@`8PY7K`Tkos9Ay*yJ{fqqcjLR3wa;YQZ{~qZHB8pu6aHR78u>Ae_u;ksvYV
zA)ST^2cU3KDZc>smVxKfsn;0RkD_0b6E5Y3A~IYamB``IT&WcPo1o`a2wfl_(7NlB
z2J>k+saWl0X^zjBLr2l={0W{))p8edkbo20SohMGrRf*d^uKBz0y=0=PdNCTk~kVp
z`oBqeUQ>_&rW~O5Z9a;yHsO)FM0>oxfP$1~A!kae`QAtB4WXl;fbFTK1z1A5DdksP
z{LorBoL$`hJ&bmAU-&H@LD`G?ml{T<Y7YTB_pbgDs;%v2aT&-J!i+u0D#7l2O*CdJ
zPiC_<^l=)4^~#*C*sri5G@Zgm(oO*~?q>$Ha_n+BZDDyMVj4gn%c~LEu-C;-m<AJ@
z231ml08K6RESeguAa-r>m?91B7W#cv(8c@I>40_IKB-3|LNASnOQU%e?v?oH2OcAH
z6Eb-;C}%E$M;C+XPjmZyjdb5@XyDYy$nht8V8WAeaC%>-T8jTv3z`1UYGL|UnUZyE
z2OpSlD4EB<)WTR;6wbai!OqHG5Ar~#{){+tqFUpNrJzEnj%*0AZD#ek0o*h^5tV(V
zkMauBq$;_v8pUMJp^Gbqy@dqqyGJwCA)A?cx8@vu+qpt+_eW42Sh4(j<P$b>TB<d_
z{6_d7H`<4ZA$WXUaappkp+{>JJ}JR3wr%=K69Yg?13>e;y?!9PdNmYyww*wYPO^_q
zPO+ko*r|Ilw6I|9h8omDg_gyMACg~av~N?f=|Dp7xKGODdMbT3w?T8`-n?m<OxzM6
z!=m_s691|Wpy@-c$r13LcG{C+A4B$~rNW7=q8;jhj%!+ajYV-&{wbl_0tMyCCX>}3
zUy&T!Skv65e5s(N`Wv840sQ=!nfsAoAYjx5-Jl4HeN2T<L_aPJKnlDHwm3Be3P#^$
zRO5;0+@OOmOMzYQ->uj2iXfseE83nJuWSP}kaoE073;&x-l!k4m9Zj70NVq%MrbqU
zwSn$%%syOWRn<0c@R$5_HM~Lu^sqU*9ZzmU`JwtXD+)3H^%gE%QNes^55Ga%hthkm
z5~2KNjtSCuY8mO$XqJlMJSKXI9Jq6jK-^@PPSv<!VwYLtrzDZA+Y8VqMb@20AL53o
z6JB(NCN#hrAKdokXFvc5nDBN_5~40MyS5!_1u`SMc6Vg=8)II%Vp7hz5#v`?#E8X-
zUD4|Gq<kERU`h&!jxJ~cLLif<IYAW*CtrTBG2&wkc~aG6zM8h4VhYZHbM=h2eI|pP
z=XOs~7mWQsOxpR9RmRa!8vUl(EcWEHd)sUfWaly#%eBaiBwxqbk^feL5EMF2<?=-h
z+4<@$#?zfM7E7W#Ix+paY$*g9_RU65sW6D`cU62V7~fjZXz$(b^J#VRb(J&_C@2HE
zkoGstPmW}hfc;OuaCILH&#xfOM*B|edx5%)AtUhwYG7&MJ^BJF7){n>T#8orfLHsg
zNIIbteL-M+GeJBpY6=pSDla@+AI$B`+)=|<0`>>`B3qz!Us@Pm$eDY@12i3l9;0u%
z)V+&^Q+|qgV?ha=#H6T@3YLEYThw&rSfLdcSrMJzENPDr^i@UAN>*Sh22L(VjI3Zo
zwn!?VrlVx^+b`srq~r6QeY(x+@&w_d>fu6n-h-*KmVD1H$i>&UVU%3=r#asC)AI{c
zlBBW}739oDxp<HK5UX^;ZmC7J3ph~VxM9zs*w^(QIg^{@A2px-Z(BCbZl2-@Cw{k~
zOb|s5j}PQJfTP>)85<iVkM$GLv#;tQk+{XN(ZkEnh;Bi{P-lFQV8`m+_L8W~@voeD
zu|@K0Kg~op<WS^u#m7yd`CC}l&jRpKSmj`Q1Ams8vM~0BuS#I0Fmy6MO`yJe;Ry@e
zUAHOdsJgcaIykbI&HDhZ8IStpQ3D*D>t)JHJuY%vFkpTm>IYTwMOERa=I`V%R!Z|^
z{qsf@k^A;w+#>wB`N{oo&@UO|S7imzQ$rK>bZ9|hp@eUtlmlh=Zd}h{IVvdtWvZoi
zbY`gDID;C|X_+C%fA^={S;nKbIGR|GxtS^0A~kA`j<c=z8>G5>esB4%p5B~EPZ=<o
z&+M4mmQLx*?T9+K@89AinqpXuL?o|EP(gKwhAcTisv9V*Fyx#dL!{+*`!Dk34xVTH
z7gakWI=-n)0^>`7Hi@dG@$m%pKki*9L@J(y|C#jxP*c%~jbI*-G1qsKaePOD{vq#B
zNu&Q|15QkCQwOK`K#BV4gz%4VmrF_Ii4y1VS4x67%wQ{z0<9L=?^MNP8E-ofj<2Y}
zU)qfNc{{#lX#tu*KnT#$|2xO<*W7;2d2!&R;e$02o_0Ol5J2hl&HE>a#&()C*Gl<E
z#weP+L!o`fIH7XWHOwI(Wrio&JL&cfASyO^4E3T`8vLFFsFocpQGh0xo_1ZrzDm;B
zUri#Ne>I5!B;9ho=_GRNTcJQJy-i%^?XRN<9%k+#>yX2dh3Lv(Izk<A8SU7gGi6;+
z|0t4)O=MX8kuf2TvXJ47kc+b+Q?FqSNC_qXV1Pvhjg-B_(y@Vm^>V1+HT=TNRKk{y
zj>x5iTUe;vv>Y3FmbHA%q1<G&GLG4!kWftk9i24l*0jFzxN%?z2#~jIlJYRWAkET{
zC^m0&96&geS_MlFCR4Qv<{e5DbAOG|O$JHwAgU5ml6_Ug94P->NH)yX^|hp|Y$L&s
zb~M&`qr=+z*Rf3Dq;n5Do8kA_df@e-7J6&a@p8$IrQ=4QH|Gamj8a9KbM?vI&rlZG
z+TU3HXF*Qs)pxYcVv<2E(mU+7!{j)YO^uuQG_B?sa}-_=E#PA4rU~-lYwfo~yDT%{
zoylGV9-B=qz+OLZDKz{;;pYtK7kI91?k?`0;%Y%5wMrGyopD-3!29yMo6;`thiXbi
z+rqd_smrew?c&-bN~yUJmA&}0E>&OZTPj=KTu~7jwy#=V5=`VFxIf0zS<UyVxuIHj
z%o1LcVzY4x#Vh&5ZNpm4bpF8#Gyh<Pn}&a5g-pwO=d?E8%H`Z6PYQNjf%v}W$OqK2
zNw;2dzs<6n`{h!LVo2Vymeo(pB3z=Bs41vD(jtbJG0(9}>7op_?tL|cIs`BVL=#NQ
zMfKYic2UfIbtE?#e*=g!e*i>ie?$c@%KubZQ?4*To9N8avJyup4)|^RhUx6p((vX2
z&5kv_{B{Ck<?>TjE2`d~2WMDFAuLs>W|3!zl1bs!VQuX8y;Vf|)^{hAufqW03<GN7
z`5?-g-a6IeIv+6!;S^U$xNEFb`EGsE^`@o7#q5>-NH}kzIe$Zm@bdJuy%a$H(ujK0
zmOR-vCCcGljr5ekGRkP?Z5Aq#P_0H~wt(!KLjLgi0Dz!!jf4)M6!#s5t<x$drYt2b
zI@TcXExh<V=r?}l>qWzVzMwBsgXJY6iFspQeZdG9t94S!4<dGv6vgeReb~}I4n_ZX
zpNuBdE34_0@YG`Bs((N$FZ)JW`@-n!WxBO1)A;t7jor1eO4%QCi=T0$13(-JJfi&|
z=WN)KC2!{$o!?Ik(PnS(S=GDqFAXx)I5zs5Flnb;44mpA0UcfA0hEa;+n-)d+_~4L
z3qF5xEx(uUjD-Ne6t^fYMqDUz5}itKES8FgbbcGcCBO&$zvihXhOsoZ3GfT3A%N!P
z(*Y1T{72^;L$jFM68+ORCf1S7!TUG+9So9-t{M96Hp_H4!-2<llw{rUmHl%za3Gn7
zOfS4V&+f+j932K=-0ADr)L9>bW{W1LTrKT<z4!&p?{7H|vSh?_g@qd!KV}_>bnez!
zSS`$Av@6y5wf3rhd$)&(>#mbe<a0+l<hjelqqNoNB5QUUdsJB>`M-3&gSDa*+1`8!
zjxB!+S(1nY1g>g_Fn;?Slle(p&c8D3`~|z|Zca4+W?76Z=%+#3dL1G0A~KBP;XZ$y
zM5@)50TWpqnadHMv5-sO7Ye9kqNQ&VLPdFcaU0ZN(Y4xO=_xU%2pdtxV~YCjTbXcJ
zM$yG3yTT?u^lTXo610CX%#w#d29xR=YP?Q9L>ibt7>Kr;kw<=IukU$H2_H17+M#Yz
z;wX$veziXvcE9;Kfhdq=r-te`3>(;**HS79g3GPvFamP$B4nKZ8++;SJuS0Q4NIf)
z7lQ?@rc26A=hGMNj;|(hL>y)b;tQ2`ZPZKh0UDv_8U`LJ{GA*Y1zs6kZpMQzRyO<1
zMW-IS@L@-VAi4D|I;gI4CS-#e0fi}_GCQ7LtMYa9xJoQ#B|}F6M*W#n?T~H8#8D2z
zd(Q{4vQgrq;-H)R)_hsQ2{MZR!C{Kk9sj4w9j#yGw%&DE?UuWUj9ad#R4xsO`jsK~
zptoH24y7N^tsw1O(0A|2ED10|74w8CwT#-3b9V(QsQnNKE-Bc%RTo1<)74}A`Ad*q
zpmrVo+$$}~bHJWqUXgvxJB~FC58zd}n?iTN1<p>95i1Ed!Uey#x(35kfHGYqSx<kE
z%jA5mru;_51YLeTJ)K^gwkNTQch6PT76N&nv>k~RZ5JXT*Y4rYdUA$d?v3RP^BXy?
zR3#OoyKU^gXm|s6`;LL{d83s-28L_OsQ)Kk5OYF=DA5(8MWw-<sM|WEo6A!$`QT<f
zzUn7^=D7f&MCNJqLv)Cbd$t~{-mbAG6UAnyS)H@Yw$N~H@F9}jPF(KNI{;xilT*Bo
zw#DgN!*`G$O{rfD8*#J}4f3b9nRS0}Lj~fLP#kYk7xF9f`4c=V1HTzwI{R-3s>WAK
zQH#-$TDhO4e9`LBGui!R%(*$X-lCg1TuBnU0Qj`m3Q-RPo=F~&nF14J-Yfr|>4v-5
zKx*Auf_Q(pzA5`bYpSkS!msI0?>tdVb<z%?NGfo1ZL);+;4=Ky^b#tR&TeZ(m8@1g
z$9c7xbTaxS1Q%&wf9qa885X1v#VlGF;8Vz9_|5CNxsm_U-y6txP!J}u&40H-n5drQ
z2IiaRCjvoX(R$w2KMAq`))d2rX6ye8n;KIh5+rO@I;$zoE0Tx$_q7hzIw}zx!)=VV
zE1Y~C7cdnVl0cd|juQ)YZEFxbP(V5ndLB4dH_#0DR_R8)>grSni1NLBNWYMXVy*FZ
z)H=2#!W3Ht>}4vQf#l<%OpB?)RS5vz0mpUC+&fO;Q#~3vnT`m&LpO0P5czKuA(`T4
zteG0hCqm#fNibH2$+(L$sx-{3AktRSQCiVHuFn7)%q%BsK3&c@L%%`*WTaa*i`zW=
z{opxD@kaBy#8(=MpP`wvvgepi`d{(_l*8L1RtWcy5WsGd7>nWibyYEs9##*d-@EjG
zW3AR=<WFw^lyZcYN>yF;*?WHFVaIRrf9wfxJxOwBU-FC@K8;C}OaYn{AjcN4KIq7@
zLeZ!T*m`b0TIR(XGrh0@H^~aL7;bhk#1T*3pkD``KnFATL`7Pjp$j$i@XOwG9x*p<
zmH&&7RXtG;L{j$vG!-UeG^2(=BRa{Zfk_w-hxU%(L%&1!N^%ugB&5Hx_lXGf$>-3G
z5&X7C)2CeKr<|zCGsOC~n{Vh6r=U)<AwAwSMl)=W21FOjQ*JnX=KUlV>y7@`SAorH
z$?o<*)`6(?znK>lxk5Z-%%2y~^TFR9VP!}{X*&~fwfzTFGL_Ivu_LlHB?2-;XKK|o
zT}|@zpcKftVQrUe>VC%(zuLRHxoN{hvc^^*I1#E6^hzmkw3m#7G$XW#jHCgQZBr7w
z@Af3|Ke3NXa|tAZiI~P3H5=M6$X1z~7}5G=RL?#_-KI(ac=+p4yt6f5*|jshL8+b<
z5Exnu*OV#a$yZQr?@3-P%r09ZLKR5#9t@2~)49MeCEv+}3pfJj2*<V(sqDN8ssbyR
z0Mhi^si`o#&8EwebzzA$i<H9bJo(ovDt*;FZ`}ViRxIZ`k!tJ$R(C-625|RmB4^`J
z_0`^@aX6o^%vlV#uDsn{4^Kjg#j8a6!aB5-Y&1RhI?e2X5p&1_bj1ZVsDu!W>xA_m
zeIMd}10iU#{i=JY>zilHQPhL;>oSa@LgvnuY0@~9E((@dL^q4Lys4U-i5jhlP#B|3
z0jCE9(r7{o1#y6L!pAl`=U95CQVQnWdFoGmnL`?8?$BajyVot(ji!V8I~?f$mQ|}w
zc`!4by3(G*D4?zMi<e>PS%jqbOVlvpfc>#uDAFCZ6cV8+V9O1iz@y#Ya`dDfDc59I
zGSFhqZ^O~#Byrjk7mL_BefN4j9Omja6)IcujlY*ki-TK>W2*>SncqS*`O8oi=*~T_
z6IoNRSwgqh>{h<6i;yIl7P*d(kC^cmrMh2kJVb08gdtZ3b9NbvybVr)*Q`kY+%QEX
ztZ+ky@T0OuW8z}y$oi2J@5T0h>iX#vDDj-ef&t&c(9DkT_Gb9mOq`;%m^Or=6$>v>
zYQ;*8L=caEa=(PGh~^n+d*bRB8Y*GWAm*JfqaZFjtDd)4N*%IoOhTpTC&1zanxFm*
zlIDPPjjoC%(0oN-e<`25T2X$p+w*{PCv`1g_MmjSKFHJPOjQK0IJ@7#w((Ixh=(qf
zt8Q>B+;3MR>JL=|vAEVCOPXFOqeNaTFNkCIH7nb!vj5_Q1Kyy)@s)tWPbVYw;-Erh
zrBsLZ+amY=*gl|3_z+)?tGT}_&BW=evt8vSn_>4rUeb3E>|B>C;x%4Ib|L>>cP!0F
zys0Lfn9KDtCAc<(;p`Bhy4A{(CY!Vq2}pW+<X99R9=^8!@uc@<6|fd#mi`reOQ`+-
ziwd*w;tC(<1U)4%)D`Z0)<2T!DdJeRJ6yCLO!8_(wTnd#OHO2`^!2p_wG7Z&%(Ym`
zuvkP`uA!>+q0SNHfkbi>*|bm-K!p+b?f6mW(LfQyjKaXk022+_ZJwl+9%Gt-VK^Uq
zzxZC9lvSU2l((H!R(G8cdNoS5h1#r_-48cV`iu3%CdNbJ?jcoin2{ZKz{51oBALQ$
zm<iB=sRtgb$Qyp|VVEwY?gke}&5xytZNQRc3&e~Rd*_;>kIi2or(XNYn$fNB1LZXi
zy7ub!P3ky*-38JgxCA}x7lrs^Injhlv4cpIDz_Cd`1d1dU35OI)i}=iP?t4Ym5-;x
zF7>19s2SHqWq8brrqc%E_SL2s(e36H+qK%Nnh|T)L;c*5p|oG3BMA61BR$-DH39_i
z(a;1|cn*FT`{Z*y{q|Pb>xbvu3aLY1p>=XzjP&|@DJLtig%Oe@xV+WEk!X>003h*;
zn47oGOML-ocim)KSu~rNn83%+QzmVyU-`$Y64E_DtNBH}fLS23T=goaaz_jAl00&d
zhUmAOMYPEGzt}Jty(IUr+>Sa|dTLoWX$yjODt!;JHM!B$S+8zBm#`27!*x-SygLbF
z-1~`5I)Sp_hhF925lv~4(BA0-Zr_>v6l3sq4$KIPk{V6x*hn~rw)*i!cL2j}!V&10
z7e|YmJ<{%e&4m`5%wX}v6%QGKWuGvG=pS3BX=N#e!FC+P|K6gPpH8{c07A@T_cDaP
zqfd}1cgkAyQL1RaEBP6CySRR!h7b~;+cT?Ps*)tOZ(uwr-UhC#+hpla&82KL9u(|w
zy`O9?1L*PGo2k6a`qkw&>RA91o6Jb;q+|jMnBr@;;vJu0(t4|O(voK716V2b!wp_E
z73LN>AU(JFtQe+xyuZnKT|?5(<p^qraG)c1?uh4S>!Yxl6rkF(LFt*V)VpQq8lKd-
zTC^Yap%=;VutGIrsIx&_O=#-PGU#m6Kktb2;~5Rh5ap%^QL&jqJCvJi>&nhHr;L9M
z&xH-LUQ|~NPaUvgK{TzuN>~;~G|g8?()I9;EDgWkdpMBKR|xkt4iWg;MTn1U%@Irg
z8%Bp%k+t%)-26pVRT<U33S&<+gBs&-F{MofCeDD4=ud8w?CFa|T9@&R1Pubwjuns@
z8VRC((-#)#IED<-69XW310+OWCh?!0amIA57El#`4n-Tnp$2n9G=Ulcu$F`F5E2m(
zDY!x8oR)WtQ4=1f71@#sjG0pIXfY0jbEq*)R5LnV*SvRJxy^KGyYKji0cnhhisU>&
z%r#V17af0pOHycJ6#di4QJxXWkOeeywqgF9B97LF=)|ZRnCVp)B3}6l2|q05cOFr5
zqCde+opFT;%Gz;@EMC;*IwBd=U~Y(qPy>KLsma2@aNFE%qF?u$DvX^csQqtiC*SlI
z5y91(Wtm2FelYKahDDqa8Gpwiygc?FG;g&aKAy*n#_QY1bW;%Z$9u|zi&9Ohv!kCa
zL}W~YQZ&`N<3LTUf;XYmqd|_O0V^1B_B!569AYg@=He!1RJ6%kKPW6t_e?IU=qh3X
zV3uO1LVc|)sL7=YL#RR4>VV&4uw*TPCgx+?wu<wvg})@z>rM<0Gll`fuC?Du(*ZJo
zI}a`}Yj>vN!`Y%I#^Hb9ZZ~yA3a)$)POhzfkzF~k&0}YiQ2F(}aVNS+S10KZU9L#3
z{q6&NL8|dXK#L=*7QuYTeDXWwUMQF0ZVj1Cc$MLz7)Hd|uRZ$0!L`nPF}DPUv@Ok)
z={S=}&1!fg9-4tdE|1ZxqU;IIfg0J?jyIpfXB6VXS_&-+7N?dZ&729iyQ`MOC!|=K
zV8u-RP_cm#V-0mw9D})3`3i3Kf^qYR_*nLxkKy^Wfd#ueRLovo7bCuuJ7ZoR+=dgL
z%8PcJ?)j6Zq{b_%lIp6f`Ku8X!0Yf`J(a#Noy<!%-DMULj>(#za>t4=t0+z*%z^c<
zc;6<gWh6vIeW*Cx@NSvO5o2<1xG&`G{mS~k-u9$F-w!|SZ@m0$9^4q71!HiVX95sM
z4m2}6E52{)6)K(}%~if?DloEQFNSCCqpp5>H_c^>sF_w+th;W+PWAQmm9%>+b1lSo
zuwNfbBRd{}V!qg#U{OYtW;kKS{y0c%D5yr705+1$)X~=j*;8A*Qy)lPQ%N%Uef#5?
zsHDD^>r6O=P%hJiGXl-bsL7GkLmgm8>gY7w1YZ^?&cyPDL47pU>rf~}j|HFh&Unkp
zoo}VJB7W`>BP7@;Sq9_B9owz)c~gaMs9hT}3^_wCPPbIy^$HyMR&UAdM7U$6p-rZx
zPGHXQ!dKG7be0U}G;rPp%t<tn<ZDir*v|p5feS%Kl-}o8LU&8;{vFHPuS}SQ>Ea@>
zVP-GPT_C1)4K43k3gyyxVtTH(4&O-!wx;|Dnc8~F*11a0{4(z*KI3d{;{77|s<>Aw
zV$k_Yg*#%4t0M|#_Qo`Am!3i+gpJ}7?c{OzNw`-mitTgGl(3hl+CqyZ87E1?>;?@#
zum+^<(_DWc?RNtI5H%zsB;%n5^BNY=VcqzNWvfO>(c<z07&2C(O?KV4cV}P%^6sHC
zc7kHEt{NLr7=-u6kc_R2eg2*BLM3`4hDn;Fk$aK=ENrYM_x?i`87Z!4f}&!GxSBte
zD7yZRX=e^pFrADem;{>iwx0}PeVMiMljL+;7vcH5h@&1-x@0sOKgvm+v0>UVn!Mp>
zMBCm_)#Ql^{&hNhqYkg-+2&#hj;aaS@|QP$aoN_`B1gRPRGjxZ&N+$*iTTT9Okh6p
zlWHE%4QoZ8yeBo}>f0bJO{6zttlTa$qcmHC8sYU1I0a1bDoc0*j?3nGl}&l-=vi@@
zC}Z?*HX++Wt6dtWelowUs%>Ac*MU}@#`1Hv$_yvri?in`(vgGEx-R(!9pxd_Zx;j>
zBlg1a=TF}`XfL84PbTM8xgwSK?~FyOgV0S*g!-22UOe~SA9W9j%vT6r;T&x!cC0W{
zOq4VtZY}?eqyZE&F&Q#Jird>AIf*>Gq<_r%&8}1tS~2*{x719IQMwJ+GF#eQ7?d^~
z#313~Wi)}=qpmSm<n;4`QNV&EJT_tmuq<y^ws8jw)5rA8$bM5!pH9?`1c$u|-oK;P
zq<}b|JzVSQu!W#?c!4BS>PGolwYT><vQ}_V*l`G8J-0;9+!&IA^*FRBNNCpZ(=rP=
zI%;I|6{|Q;v}8QE={SRa^=WPR$y^#8Ag_Fig*zZpp3oexbVY`GIt^TlTGv9wr)7p)
zDkMkp<maqt*Iq80C-OH4W2$CB`4mn(taB*LM8Wi#$MU5h3ZuxN2cqWQhOhg^wrb4G
zYh(Fz^@-Ex`}u`agROv)F`u_29|Lh0>sKras1&1<n2uEW)5n@|+{80@zdMBkrm7U3
zYlhVXwUyMfKU%(QQm*dK))Udiz&{}?74!qf1fh8n$jGXnRHV4cV$t#5Uy0gOA!77O
zDi}MtYez_hcMEzmy)IUM(AUM)IL_NAZuljO5j#C}Ex#)wQZVHP_Jp-Z39gaD`ExLe
zyltVBLGdr$f}eW)U?K*tDcF$qQfVY4J6vY`DW*y06NC1Ozy1S0hl8P&GiT~(JpJ{f
z0CgNZSBc_OXV3Y0@1{wX9A~y~?xWn|#bWdu?q_;AG~%Jsf|<^lh9lPNg+3GMj+PY7
zI4M2lL^Y6;y^BjQ^*4P5oI{_?g0Vu=f(T%zXXh1FG{52?$vMp2F1(bR{9FTwffe54
zs?GEiiSaE?__l@THQgk5rX1}|!Yu3>B&+`Ioe;tb>dV(y;^=Fh4s1g8>f?68kR=DK
zDDSLEc%W)L$I4II3cBU!kXo-TnRMWdUaV?ux}#Gve*WEj<2C!BXYJwj!4`O7*x1iS
zs6LmjBzMC@vxM>Ceo%dBZyO0oh_C|8Kv@NJC9qJVRAR}-X%iY_L5%&?InqGiY6*Q&
zJwo4JU0}qwnVxVcC`U~5((o+jXU3Weyyy`TmV@3O?s6_t+7e^Ul|80N7kC2t69AkV
z>m*KiX<g$NtlggPz)!E#xC$VA#Kt+$45(2ftnbSD81oj|iN-;K#tZ@lXeUB-^A;ji
zKTy>=d4JBQVQPO|X98Odh?DzpY+VL}R{!eJp8`W5<ve-G)h^jXCCHe25kX4YDX|cS
zk%=-h*IQI6h5<gwn*d|RzjjFxGwgy2$Veq5Z0`W0SG>aAT=sg6&^#OQEH6vzs_2=&
z{AC6Bv?Uh_-6{`7+$>u2h@#um!6ul@YW{R+ETWT>liS|jE+SZFXl|sTP0kYB4$YzK
zL_gCfbfuDcV&bLLOsj$%P6i}stz`uVw6SFNmO!sufoeo`d%@Gn4{h)jrOwls+E&MN
zczSsW;}<KqL_v<SXWiU1VXt7!kzxz?cpx{<?MrqC;U3qibTJ)Nq|e?F(lR!~#vLk?
z!&Wv1kJ+_m4C;NY*MdX5F7EJp|4NKXzkNz!&bnKI4#|CZitT!is9FjlN~DUu?uQ8W
zSd9(HW=)w{RppjrkR%MChb)oS7mZP@zt%j-6O~Gib<Xj*4lpbB4H<-eE3;#P;HYom
zJ`>&4^jer1fjU+Aoe|RSuZW&?JGCFeQ*0B^hC-<!p`EfIrl$gZrB4MdIBQW{3qU{h
zaV@w94tgZ3{o#m9eM4e~n=EZ#XbQv0YIWGAj2lP!Y^#Y0w5v&-1aHk=FDFxU7cw*R
zdw0xU3w|C$5MJo=0*%w1;XP3Kj;T+I4cHv57)36^vM>)g_Yr<uy%^c*PHjW5Z^F>E
zP{uvjn<NS0V5S(k`o)w{{wL~-n4h2jmOJ9iq%lgZgU5;0BJsOkvj(@IcGAVQI0Wyt
z3ItzM+f*P1$d6jVqu|A-{#nrcZ{(L9N{8!QJkfL*kb}l4WF`29f?ad=BTM;@vkYj4
z6y#a8^o9q`77!;&J?%hxwO|h*M0?iM9HmmgO)%M~Qea;<^7RfoSt44sSC*&V(dRfO
zOY5h%AHN?0|A-@oPUHGPSn=40rdX_|hvV$9_iUZnK9$K4tzBmw4NA;(bsN8Fydhs#
zKcl>JVf)evNrarO-UZW_Uza0*RpSMd&H4i*kON&b!vcz0h{-*_ztlthdBiUB?t|PR
zRL!4`nAS;u1t<?ZtNhq67J&#Bf5`2NL@GUqD5RsDu(oSG{Mr+-@y#i@D&i{=T0}!j
zY8*`t9aPIP9jEA<X+*DCR@)xv<)-J}3UfiBXkkr8=!7rhN#D)ITvgya-5eQI(?)bl
z*;nu@t~qG*ePHgfQ%UU-+Ka_=v-s57WCgF$j%=aFLqc%2c5q=AgQQrAHCs|(it0$<
znjdBQH6bGK2Ns1BDXVAYUyMIkUu~C&GC2w?^r`$m|N25QdEO?%Gx)x{hFMCfCMo&S
zn;_KJhtwPErAZny{@GZkXc98@n9fJA+215*EoS*OIHtB5E-c(4UgHQIg%-PC&o7V3
zqvGB~OT*<2lA+{%Y(aLO5`gSJ;cY0QMIl$b_J<tgtqUx=({%gN=|UMoM}EqNYx)an
zLqUZUL-{nk_q&5!7C~omHj&b+5*_mg+hIhcEa?~I({->zjF~ZrPc<NC9+Ay<jD9bk
zj`>{u;i!j0h<B4-ML?K>^4sff(z|VZngMrh-aXG?73ID)km$P`oPTaM8lE!}aTp2;
z$Yq)wvjJWu4KWG^Fz>y!D_%#kBpnQ5BpJMO&s5Q>Z`>`2yM7$p3DeIDhLL2haiWVU
zUQ=${w6$uEIHx($?<xqQ`3xsz5zvLu&R<~hTng~q>crJvSZK-#Cei66-=+)2X-zB$
z9_Y@UX&EFjz9a0fPlkYoeo;Tkhk|1~`gR0nYR2Wbu3>=!Y%})lxM-CJ3PlIG+iV5}
zR2)yMhN4$Er--)Gx}Od6o1hnHV6}I0(O+AaHWIiWe*Q8-&%%AnOgyrMbr^>y652Ap
zdI(*f?(M~r^fH;Q76|ywZ_PnSq21IzF+k0k!0u;jXJ_asrfD2kEZ@@u!~`MMo2VsX
zgC+dF|42>G)EA=(j|c#pp7Tti5vrxXsbi{>Jr$f|Q2@a-Mxkn|J-dlnh%hpg4A6H2
zYFFjVK3M#C`bO@%C_+gJ?ZD{q&IEQUf)#Dh5YWN1b7%QLkvS5SSAK#JA52;N4B*LU
zBkHh#6JeU3u^S%B%Bp>l=8w_V)wTi41>G$biani!L?jeT^sS|gHk!OOdgjxgo`cvn
z5}3hsfNWdf_Ks63aSVnGjB+EtwQu)$P<15pJ#8A(WD3+?Gl%{v2ODgnGMs2wrMa*S
zpl%-mQ;<Ux$ry!H2d*WW0Q;FROZ)qowTNyZel?wc6!N=bMIgl9PW(-%BvfU6L!eTb
zB@<xQtQx44`URkhhTNvCKO&ki1}oGMB$_Y*{1yCHVVr=eo=1S_d-JC#-_QP*IFt*h
zqBU{=wf5gddA)=-6__0(IwH{RKQ*>x*Td*#X^6wKK6L`k4vk3uTh*WJG^4QKke?v}
z`-DH$>TZ~-12Qbrx)Q%IW*3Gy^b^qUX!UZ0&lMVcL3cnzWQhK!QE*_{{gxHRk&NFY
zG)y!h#4>W3wyot=I{GUcJQ<%a&j`^MN(^vbs2R4##%i;7fTjZt2o;%bEia%EFdx$P
zREgo#>rBEu=wdZoWxs9vXi1qH9u46^B3&;6LEesv6+593*C1j(gM_!~ouc3v7e*yN
zO^RrUf(^8A56k}y#2ud521E2iO2f+W&Y{(t`ygSa<>-)7N}B1Xh(=gxfQ+s(VxOI#
zfce!SBH(t)3QHwP?H1JSNC0jyoD^wTzD(?&0A-j8K*((|-Rr~oZ+U)nJ_MVbqQ@CU
zcKC^QAA{p_|6AaU0b2aI>x14__@`CrsNIfaxW(|vVfr%{=rB4URL*PhbkQvN`v8>7
zAdidnv-f4l4DW2+js~z=rF^<ez90QLb?O=F*@5_zJmWU9+6nq@L~p!NprUCbB_UUF
zYJ!Mgbx#M+65sZf;GI=d2AZQQ^|Rrey7A<1WjkC>URP|VuYjcCNw6)qqv_w*U&b}_
zKVTRrsFHEGKEm51R(+PuSF(hiqblc@lRC*{bo~QZ&lgaB_ViMGc%ORfu?B{>d7Wbv
zh>3=BpqGo58e|kXCCy<YWaP~B9U4_RyegG!VjH06&p2HI9xMV@s3?Xmss;2;sq-$l
z27bnkEY5w6LCG{{9owG35EU}t#y{7}-rl}kt(q-|4nmNFnzoapUe8r#>Y(7YJsXre
z_#(T}Q0g;<TCOD$)*fzycemnRq4O!j(|b0Enx1zNn#E(c@ebVM6RFSiSBvXrl(mx=
z6Lj;I5SkgadDqYp29UWuy0ypB6DnmB%&3F@uy{7z6&;iKE~1nU=)nG5gu;W=L_2eI
zCThOB*dFB_k~I8gAI@jksf?t5EPLFymJOzsV;}EL|AnWwByJ+twM8d_20gy0--sKX
z@9CYY*lf}b^Dn<2i^#P<j&!qiBvmOdW3!?8jVqwbFmTIF=uEz_1p1`WaQX2Y7!c!t
zu|M0*0FA)Nh8mogSr93pN{NEcg5kDFTe!f_DJ6fe>fU(}5~-sibd(x(R~=<p&k3nd
zrD6t+qJt!N!CObs?&WV=n%18%^HAj_=AFsPF-@g9)<sV1nw`|h&1A2A&^n$2m2&g&
zz*ayHI7*n;$xLBpSsT1Ko~K1bUjRK%>GF1TaerNM@!DFTBtL|i5erEC)?|ODHiZkG
z3jd={m^x@?m2>s&C_M^uJZ5r3bnDZTZEMJyY5Y!y)wAO~Y{IrXv}b!X>T7vl`fB$v
ztM|bWy~Ik=E}bX|F;+58laYcnlG15>qPR^Q0+16VZ_~l9&j&DkI;^H6e;|S@hEkEn
zyztPgzsaf$cIWb^+gN{N2?v*2Sm)7CH{?nYjUi_uG;sNk>yfcfMf&`faLe`&6YkGJ
zu#g+)!R5tWhOQx;AV+67q6p~QH9_6?5Dot-o(!u+gUFrV$(R#q$hK}%ocG<`nO|>F
z5=6U_LuDGORJ*O9;T$nXlf`CSON5n_jwW$EWV6?x3E@5_3l`U2o3;*j@4+&*rjdWu
z8SsM%zEcg2v4{l4f3nt2(kl-L6M%IU6JDf2dXL(FC<Y0WG<clDKS<exuMA9tO=GbL
zi>G{JjK`j@@4kZ(KHNtZx0%h-LcO*8-4@iB6~8Q>afF`k?zZlt%GL!Y8hKy)z6igH
zobC2mY!h8`h#13Z_^GXrQ&i1RW1^i7S|joHZL(u}J|k?1ASV?KP^lT^hqc%3Ke8S&
zq4s8;I87;_%QaPe%U>qXnrfgV#GYoq@!T*<N4IC2h0s71$<&}QXX@Yd@Goer?1j-@
z%3|cAU$={hnuGLpKFUlnkKNWnEeTgDUF&dTHl%M6gHTS=#z|$Qup1oP^120fnYd|s
zHJ*l71zH_GPt>mOSa@@E91uW5M%TLeoqEZtZub<VRZ8;Kx_ssVX+9j=rAHPeI9bnx
z7geU~@vF!|(wx%t{B_&BB8)hxoJ_e&l$57^-<PlV-Z_qC3J93`DU^p33ppc+U?bzl
z>XFIi=NV3F%+1x#rfb`~J5oMWn1=^q-73FU)?3PtewA+{*_-Uou0)~u&JXfD{VkKE
zpgjZLcZirdk8cm&*|1!O9!rdtN^>nJb1STisa~H;zEtskGad7MBpRZl^%s4z8ovya
zOJzy5ah1L?omOMT`GQfAgL-NQceq#Zgt9++F9tK<eDl1@X}c7%2SY><fFN5r&d4B`
z0=ttu=Bsq8*KGpF)Bb{kS8Q(<27b`=vB?kDGcSmW|K+G{a`lygOD;C4&dYtXwH=r+
zatfP|R?qySURXqG#oxg)w+R0Ws){e8k<lnO>sKJ?4*bLvB2jThXElZ`-mV`@uH?7`
z6+PAOpdO^_hU?23jGCiDO?rNkvim8%d3oqK3sVsQbs_R};eDf?j(9aNe6O?ayZ(va
zN->PjMis!G+HAvg@KaEzs9Mk!wu2RlpuZR9!}a?o_wV0ds($5(WWW+IIgP%^i{t=<
zWFqaTK82709uk0Q8`?iVGy^N_xzyiBNvbAuPgwZGpn*4^h~c!CC(U?p#Q~7AOEI6x
z?E?6ovQm?`r@VO`+N;tg!`1vqU2-|Us)BxL$ev$?@~M1vR_D%J)$P82pFe@_<Q3<!
zCc71pgIfR!4<_bZ(C@ftSV_K{hZW<Srqfk26{;>=AGkR1u#$_4oqKpwHs8`jfE;-g
zKyTOZaFFahT7tKrJ;bQ?+4S;P4E!?q!4NmgR2<wcg%$0Q;)>0QH$N7Uki(c@a`svI
z{D@s;VjLi}a!ld9(ML`U6F*N`+~IM&r<=}JS^plX$)xWDq@An9!u$3`r6oO0FQ`pm
zul_ap(Pn+mtQ!Q=mz9wR@+(qk<Ga{TgJv_9LNSf9K{N6elOV6n#571&H@D6AyS#<8
zkwVG$sCL5h8%kWpl74a>)L(H_@v%a6e-;Qo8H=x=sVJfGz>-I1yDiLDf;7}dk!^a_
zdl$v+%Nl|Zc1#S`4Z--}4}H2gV?ueZd(bBayj|>?{rZ*g5rU;M4=SD=X87MbAkh7J
ziytp|tu~@ebNb$T?^t70fo;dXm_hm6yhxL5C~6ME&{_lnKDd^(lsnyc{F1Pu-I3;$
zviXl8@JRM-{wDf%W_$S#s|t0pC8OfbR<IEAk<F%wb4@P!V#1k$510#C<p3UK`)?kl
z%t@w?IGM3i2#&7H!({yaw{+)1WcFsU@RhG9yL?55z0q>({jS!)ohKTp9mT$@1BkqK
zP0NCQ+VAV#V0%}0cd&qdBw~SG`-rwFnyu5i2Oj>G*@omS#FM;6%ia>Wleko@qI{y%
zR6PRqGrc*`s1PgXR75wFPOq!kRfbEm61d{EDGgz5BSN?s&;172l8_p(K+az~*OT;O
zT<2VlV@|9hy%|IWbRyoJK>Cu9cE{5x$|${Hs>xS|(6wcte0Fas*kQB<bT{8U2xp(C
z7{88O*JmBl_fvDy(D*?Ru1TN9_h98-?H9rn-^+(T;Ba*f+EDmP<bp%@BhLj+QEhk)
zK`>o&&4}*$7cbLh!Fi}%&Wj~Mvoh&!`kW<dp>~C3q88a`hMjG&e(nwengHVdN;et0
z&qsnFmKntd-ex1Gp{#Mg3P~$fh&bIZr%&V}t)oD9WN~&J6U7W)(B!_&3Pk`9r4D2_
zzc;1W_8E59P#_)}u#xMdix+FBbj~#Vpeb6sfNN(*Cfym!q3~41!0GFy2<_^8?y;XO
zl6`f`L2V1ny?wOc2%Ua_(GBU94bVAaAqLz<I457-s?1Dn09F(<Heugs=og|(x8~^o
zIHo>T4D2uqyTs*m*pfv<)~X=MSft#}Ui8+;wJKI@kKu4m9z}*tp%mI`*oDm~tnH8q
zGYf??B&f||{Y_dM;@i}U0Lxrpd_MAr$p;Y3-K4FX-g+<{hLeRb+HMHtZsh~H&7gtW
zQE$KYwpIWr@fJMzeY>K4GW<$T7t5O<D)X!KPF>wvJWa8f)=Innq^LSo$f98VG9qPw
zXwF;wy3N+{x#1`w+Qa`t+*=0K)pgst1W)kb?!jGyyIauU?(Xgo+}+*X-QC@Ty9W)<
zoyohucb`+W&#m+0R$cy4wXD{fbBxhje_HDvwK|HYaj(nQeMpa7=Y%ldxsx&m5$)f{
z)r9h3MC!S;Bv)B+>(KRT9D;LW%as_~l&i=lNj~WTV`njC?0&CY&xPZf2%FetHy6EO
z34Z7y7VGvy3V_)(Uxf~t`$9%G0Q}oUdq0Bj4g#uNl8w$l`mwYdgR!-MHr{N1DlbGq
z+34WwvlXNRyf4c(aIY?B>z<Wk444M4W{^oEjl~}o)RadhL6p0XFM`zLm%nAV$S?M+
zQc|VOWPXy>Jqrwi9gj7sWJ+ti4N-ZlvKUHCOzxDDiRhpQ`L(U|{;Qc;;Q@@4@uu|d
z<Dvl!u@S*1ph$zsGhh~49v~FR9<xbqs2VCTEaV>ixv66*)4xLggLxVRXEjr|nAdry
z-_|aDUH_fwVEuV=lW5R2?>r^WGHV+4AaHtl4<$vB@?j9vd`c;(l`pVJcH&%m<KABO
zpb)0g&ynb$@bvKZd6U;$)K=e{u0?7PL*kyNSdUeD+U2|v%M$93vaHhR4^9Ni;ahPy
z0!>@r+6@Or#raVs*fM}oFgmmoF!~`6K!(4yvx<|)NI4Q=Q%&DEACF$r@5CQ!)~mOw
zMdqp3%|KLS-E$Lpv#sl{TW^}fa;BuPIlqOTw8cq0;deQ1&V&OFlz^K^C?uZ#ImjUZ
z4wyy+Oei?afq)5xW}OkuQ#?=X2EPdQ_<^{9ww|jbrjx#rua`5cF{l<eja|82<NRRn
z;OcA+B&;4`O1}-VZXkQjk!Y>f?;~vQ6UT}AoEQ)rTlvXjIo^0NVms{1@q;D}7le>c
zpw$oI2Y_~{mp&=Yre{otC5fiZ%Asfe5~JG2xt1RGE7iVQ#V-Ev@T{EvuIj9=5H)nk
z*G|j;*WQp$4F=BoYky*EMqT6R=ntiVUe55XM({d9!^z;1673!}lDVXjk{Wb3kn1{1
zGf|dMUdJYVY%N&6IphIeWLs9B;dz>;LFGGlXg1NyZYR^X;-#U)hqsULNX8#9ek8eV
zL9a4}i2^gEOwhw!;==gd3$-#*@jkw*owEL_z1JuxhEbR}3cMM<+$zN0Y1|sET*)l+
z2DaL$^~_q#ZN}2H8AWP(X<FHsQ}=hfQ4~zu;D#+Z%6+@?Y79<xF3B0M5E#LG<+O+w
z5fU4WT4{ghlE4nV%lh9DsUCMixdD)d2l#^M9eVb5DdT(2aj?WNOym%tLK6ZT^Kw5?
zsE3siFm)Lo%(+-@AnF8Ww3|TgCE)K&`X@sbV--eqZ={$_7Sca&mLN~Mg=&+?yj%9A
z##dX?dxp_ff9daUoJPQg&1b^OwWj!0WD^4D)hqeK20LWO5@6Z7?z9oqJT&H0Kyhw?
zH9KP~X6!_Jwi%+i+v{qOB%dcw3#v!^d3U6X_YvGX4gO$-Q<Qb78_N}yGiE?g$mfp+
z!2%uys1*!lsA2Pe7=^TC6sCd@6Qap4J`}q;0HfdoFbb6-^TIKRX&5&?8F6l&W0kfs
zsfyurd)N?7FJRkGpK)<<k&BqZlj{QFy<PipN(n&!gDu1%|BEe{32DMc&#cKB{E})%
z1ybSv0}!a5f9r42i$=Gt)JZR+b1cEg?$;0kr-bxPUA$WW2!TRW)Jfs~7WyyyNJKjt
zc*SUmBQ{3!1$<mW;K0KWKD5UsB)O9AY0TYLfCoQP1Bk>wIKdyK2Cp#-okw=HNmABB
zj)5SoB^Vk7|G!>0Z1eLdYhkec%8sc-YH%He!6<9`_6rs;q-v~d*!6LA3wDF8S6?Y@
zuZYkvtcYA%C_5gyTBSDLu2k|G_`VDm!v2+6R76kgj;3?w=jVxh?bH_;IS&(h9+!>1
zs!xOc%htXmpt}DDM4+wZLPgy6-8|khF{EH}OQDSju2BsB#ytO*VNg{ppAQZ*t`t&>
zuTLe_)66RGOX`#L(z&HpNtkb0`P4#0yhaemRUnWf#s+H`qg6=t85!Arxno0EtMwR=
zPC8I_A_zfUKe_6eIaTu0>xfohv@5i%U>5WH0|FVVPvvdX$yqo_%S#~76VYS=R3rOm
zjK5?<5Y|=PhreV4gNyW?;^zMg*`Q@XTd$qrynOilX2W4EQ%_Hd9;yhx6#k6@=<GC_
zCzuh#l8HL4zuro}{^m>OM_QVVp37|dEJoru_z%E9N#xt3?|7fMEzO%@AC5|}e|`O)
zaj1`2*4zXO=jfCjG*r=_Bv$+nBO&5QCtu#RJ{0?2z8~JLY%ptv=GzflE2HVvGT(Qk
z>P0E6LBKmC9u;`uY$B3U!y|b5ng)5FyleK||Ktq0F^}1FBkh4*vMZJmU+SqAFB4wP
zF_X38FW^w<4w2lsU!>@mG%oyDEn_+zy1Uv$Ftudc4tf70uj;1iyD!JuoEG*&<HC$P
zg_JXrF=QYqy4e8G8YR7h3Zl3%wKMg(kX}K12p>VQHIhs28kYSiP*%y^t-6+p#7(EO
z#Kn9JfDW*;TGeFS;q>X-8qy^&uPMhg>WxA|LKx&@R?gIKjNDX785LjHw+)(HM)hK0
zXzS0rcsU*E_%o9+PFi|EXgiVvt*-4>s;k~%88^!vZ!ef$pusv%Khq?f@-F@~{Q3P4
zr63n2qMriWuJ^n-mH0F_bkfd+EX<JdqSX8N{&w>&c5<tCS@?32iZ{j#D*c7&mCyeN
z2R7FzPXIlKqncdPg*iXO0x1p72<eoLlRn4c$!kDIEJfYncpKByk*XHf0om)7)@#Z0
zNBxkNcH!&B1-Q;Up1R`o=Ur(1kr;?S%z-7WI2szk;us`D2l4Eu`B2ZgRc5>v&E+36
zp;#{t^igeZSL!rYMhAx?czvAv06u|8?-|HAVEzHr)f>V3erDdEkA)>Y+xbgsHW`9b
zbo<N>Gs1J$YpR%=g{X<wHL1`Rrex;jpszq9-43-+eSgx{8c3pJ)Y0g40UeLPM!ZiK
zB+<)=B%D6bze8(2IXl-+{V?P0ahQEfdmYCLZ|;`~-pz6Pn|@`x65Jz12xHQwa`Dfk
zWQ9{vb#$+U!Ts7ed32|+A~!kv9Lp0gY?-wj4tK4%A5Omcd7X|fsF*9HvC4gxdJnFo
z0xs;NnuA}*>=vpWU%r}sIzPd8eFePt;>B`bCc>+lb!GbLV{Mm|W^HaK%-xHbCC)Be
zr7!QtU>O(8+E{^!xn1XCPq#%0sb7=$(b$}1vXM5h#l<Y93qRH;Dn(729GKrh#q|_q
zZ%tMnzmlmUy!%Pzu1Rl8PNGxH?++miag<}MnzRlftBHtc>cFQil<@4Z;hS~1EiQLe
zA$<)bE$h|nI)1t7?{OTCPAViZ$*0H|@{)$RA3Kn1zXWT2voc;!3W&Zo5P)Ys|2-D|
zAq!b@X|(Tf9qo=xwkx$bMR+zB1%=#-U3S?9)j70n$izTPK<zJ4kvbS<KDrH~lBg`j
z@-U?}!i=6|`E4ycbH6}j5{y1>ccv=%1wDrVJD<C(E~AwtW9uy${8}i!6KOAzmv*Jm
zIQ=W{BiEq96WVkU#Ru~ZtfSNzkE=Yl4*a44U#y7*R(dSoV@d0Qu0X`$whK>6ze=G)
zGHDCND7N#1bG)m!ZcE)Gr~Hs()njp_s1bRK!FAjtsm#MTUFO{%V1)wXLSJ??pqF<b
zeGqebe>c13X!k|dTk?X(9dD=SO(uvVE2$oTi^@}4E#N{r-04oW=@FTA7-V^$z}O;p
z{8khwgVFUZCaWRG9JyoUo7ZQNZP%dJo~gh;Fq==SPq)Q#HQ`rPYYAwK4D|X~<8}kG
z0@^b)*}Lomff@IA-6q?zuw9^ctGlACV@viQIHRZiGgCIeW`x)tOsEABHT!uSU*kVr
z1o}!=d|#}vu4a4}-s2DNXagg*ugfoMV}A1pK_Eg-x%WQ**?Lzcodyr_IV&RF*ckDA
zD+2py{4k5ig0R;<CBMZno(o1(E_#;_5hN-t#!k4A@<nF~zx;A!!ORfj?B07_f+aSP
zWA`Dq@%u$i**3ZgEXnRz8Cfu|VG{3eMsA%$=J2~@EW{B<w~R2ck$6q0vKd&x7l-F6
zb&cylh;ka!;xG<(`>w+Gj9P9U?y$-)i1G$fjLQ(rYPNf3u|%&*ose*j%CJ})vkC~>
zdk6A3Xcq_*lkzxP%Y`%KD&xqeuCyWr1Dgb0%&(`)@93)H-&;?bC9HeGP>nXv-l9R8
zq1DX~yKR@gA@SH&?;M=tKEENz<cLs8R{51Z!MT&p{cdR)YQ^RrlZ9ez^T-=G3xt_r
z?bNhOOdaBr5MLPA5OXobP7`|Fmx<Pr$~Z!#fFbB|;-3Jmk2V3J`Vq6qrTH(U!9>nA
zw?v@Pj!N`P0xh&s-|W&2t9SwPNWC=*4^(I5su7i;YfH{J&;O~5MwG5LGhl1sFq46h
zXc9IwR`VCtasHGy>JL?#0@}BGFl-M_j1G>dPJ{gtn=cCeDg3(EM28<*lW3Nj%Q@i%
z`Upa*Ccoc15)%ry)Y&ut$j5QKFI|lIuWP8et*!5C1-(Y(O_z-P!7P*fpl_=OrzI6k
zk3t6t*F^Hr9Bj~j9K+R5JOLaryFG@?AZPz6spIcemp`)o(#g7*i|3lB!Y!XWGAUhp
zD+*|jMsx|6h69MvxlUbDx@el#OsuVq&D(Zya%kCebxf1QIK~&6lcH5)7c+K4J!M(r
zgva-aPlKEYZ%|!SyK%w|zRCHJSTq;S3$sH|4M*|&Mu{2{VcqC_<u2kZpd~q2Q{H0w
z=!}ppX6)+T`GaN;@y$Nb1`NkFo56%vgp?|vj*AA%B-F$X3!UH}#3WClmvhoVqIixu
z?iSXWQCvho^T7iq`C~DGitWOh{^??cxsgN8`oqi!KK#QoAqScbhBv0T)pu1zA(qE6
zE%E(I&9<xyR=30?%13c0LF_!GHhd@bJ9l*PGR)rz$z6R#dMHO1Xia@<=Y`oB&6~4X
zxCT6Ya{>=r8@S@KZz5q#-}*C+Y=&v8V%pgl9wIN#Iz2^boD%xvM(}|i%fn6uqAz+4
ze>Sb8_a#ia?D~*Uh#b1O`RRAP50fx9k0DODRR;auI^EPkeOBs2j^%SsrIQTe{i?yn
zS5><@_$F4;U#htrb0A$Aw}BS@*Uk)HghiSPf%0Jcm}R{WPjM~AND*>LQMkj`WSqAp
zFh4Qq!EZX;@CK2jDpiGk{0o$DY>d_Cp<^F3CKl|^0#_%}e8F!&ZfbDZyPZ?Ii*8@=
zLEmz4d<<AJ>P?r?F>Fsx;P;%zRO$F>X#_85-9bv9sj5kDZON)7sab5|nL^FUA$;Bv
zuSf*Xcxzr^{C3Zcfk4;^Ze9QVymo5s6#6@OaaauXr%wUm<c_Xa{iyzdMv>`sfh8-C
zYG&Ie!%yQo7sEU1Wm9Tus{9JAu>-|0Q?4e@qkXF%io?E*<iDt$3`}QJr^=(BoC-|%
zQ`c5<aY?L-N62{MVbeH{B=w3dIE7F6#%V#}ipV!JcKfYXb{yB;u75CS$>KQ2P)19T
z$9=0+k=Je0Q+lAxGyZzaPZ`L9;dnoK5b?2YA1)l-MJCw8|BMq_oQ38i8ui7G2iNCy
zDe2B$qrzT+P6>8Na$5uH@*eYcE1eYg{!LwG&^Z+h?RGSRXmsp~8@OxLTcn<>rogvq
zRe#+@P2*+78rF!_nUw~+-s$r`c%WShQWuc)k_e^4X}(x4jvSN=*QX1@j;z23WgIc4
z1)suv-d2UFG;nW$rxy;2p~r*6h!p+CnvYC?+prfsxDG*aR|12U$3QQg`PF{#QXk~{
z-Gkw~z9x!XznO$)b>HyR)YJ<+ahqzzE-Ia@W`x>4+Op-Mj9gNI`wNnQEZ2g6s`Fe2
zN?Kw<X69%2wO0E+nX(s#;5<q1Pf*E83^(d5;Ep|KMlZpE1~Q|v-VegY6Q4iUhyf=c
z6p!Zx%*wb8vfJ3CW8{R`$c%8i33!E*qlTq-(BKaZr?DETbEffl2>f@xFxxCWB4CR6
z|NPX5a4;hAx+ZAhcD*_Uz6>`B9GAX_X01B;d7mI4R!#anhP1d#sT0Ro<^!9OSaG)z
zDdMzw`G2|(`^7Mf^jl9uJAUhycK+B!1ewrQKS$k(9`!FjqKHTXYk6<L4cexb=u8G9
zlI(CmmLo4$edl$>T*z;DykMQsrK_nu8|6O)3CHA?828yhH<)?d&u<)@(Hm-M02GI|
zSX8e^lHy*~VV|vv8{up93OB|?Y_h^e<EL2Us${{s)IKP_C8Qa@gCQSQSx4_+Ha)Al
zD$w}HrL!*G@$_SL83`r#nn!sDq+RDAP_y#RoDzja^wS2A^Ow#SQn`UPK37gm`LxMk
zxmY;Q`I%JL^)Pnz`OnvQkWa2RL5I3z;VtIBwPnVX^t}S$4?()};v6d!JA>_!*bgab
z75F+l5v*{6z8%|a5yO2HlJGo<#jy<>yu0J@YtpH%Fwgg^x5R<{i%C=<ep^`HRAO4~
zAJKNxa{n|tYj_Z;sy-#!Zx5YAmRXy;C*VzNzf@z6pJP9q)Vu80_(|sa5169s_>Ia*
z>Ow?-B-Xk0`wfnWpe6ya%aX&B*sfJ69r72yTaO*>byLz6Hz^CcJ1E|9qDpFg^~D^S
zGkUSwPTVyP9Sh%XXI|njNQ|i{lc4_3(kfg9@M~Kn-q#xgQ~tk+qEQYa(A+Cy66kUa
zup;E(&5#E4abDCg8gqb<kZjKI>jIg&Cw`HsmC3X(znMtC0^=Ce%3>x@a%m_Z@PeV7
zFuoN*18eti>$Ode=BasNY!%0KnD&bvGA=m_S17esIN6C9iKg3p?r83Czo5UJ<WH1J
z>RhFUugg>+m#yK~FF%3OY!oqz{Cq~c4MA-w^kEUci3$b8F~7vh@yB2b*2m2>7i=7n
z%VB?XwEYd}#da)f^%`jrpn?_Ji2(8KPlKX2&RMu#_|@Q$2C^8!bq-~6Qo4Oa#n>r1
zCHrJ<r(y{qQLKWIK(a&4H=jF}UcCtCX6|Hzf+D2-5VuWj71;<a=hai3vF(S1_Tvbn
zh%D~6qpKxa_^l$7XWf6JEgU5qaX-&2{MV<T2`i}w;XRh9h}ZUhw}lsw6T!M37gOLj
zEvxRK%BTw&xkc41c_rMKdT~c;JAQtUNRY49Vm+|Z(N}#SR4?jYwEhdLXs8<HspJG%
z1b=YEJee6jQtcd=AjM}^Fu)*?;t_``vQ<#+8Yd`$O(l=8s7A-L{$Z2FIkyyVz>qFV
zfRJTQ{vzJ(;HtMRJ3G^g=m+}|fJZi>e{u6&#W@&8nlV5CLKbcX?ZCY4)x6V8$R9dK
zP3kKPs~XYEG)e4gR%7?3QQy*_X_pQ#i8P=!d@vS#Wm^dh{$64cL^C9mMS63zR2k_o
zlwYgA#n1LXwv(w)-&VK7*fig%cKs#$yTx3N_|8H{&p(eg^9M{K{_Vl`5W9bbkx+j5
zKh6&+#NvN!EmBw^5CTH!G$0dxBt(;FK1TeXe*o|bHJ_{$5s}=%AGKthR7KkN?;At>
z`^HA|qzeDhZX7)SFSHvEw>&*QG=O3u=lL&P39XAX-ckzbuy$ZB9&pnr498ot|0Q#v
zlDuPXt`mAN+pPnJN?B{RlSa{GzoiEMNe`(qpx9ST+WY%y(Et53m67v???5y{!R-H}
z-S99CYOxo<;%_F7v=9ZVWB4lYz;@tPF@MR5TmKXx#&+M|+fGTMT6`E2hVWS;P3hQy
zO&*eo9bHNJ*wQ)*=67hQ(*2a`QqW~9Ebk*fg)GeI5Zl|)A*scSDMf8_GdqNF`L;kV
z^?;&ya%Uk?@HUEXK(k4Sl&OzMts)j#0w#FjNIrwDEu?2~aNP%qeFv%?4Jn<7M&mrw
zh<lp9%g`@{nFm527<5`-7y_133gm_66KPV$(4?0A@9^)oM<c>%qK5}iEs-|r8-oPr
z37(5*Od-gu8B9kXV2RXS%3@{At_NDaD{b%nw7)dEoRXpE07r?e!2i5`X-iEW8(_=W
z#{Y8YUGl}c0YQpBR>f#_7tB49SCWbK=aD3<TN0L|>+cvUaC{loF4I2cGS3JRCS;5w
zM&((9QRIX|kb)V_?~u6gg|@5;luyI%1KuR~t6$U=k%T|7A^$7n<i!`IgopFAdRoAl
zzg#Ts2HGmtbZ#zrl{slc2}-d))+FdNmu#3_dYz}xqyB@?xU2#Q%@bwd8IF2c9gX?6
zl(udumdoqI>}JJgIm^kEPj9RJh^~F7B_Gn8see<U=*}N(X14qHkL7{sq~JJwHGVI%
zARGWlXs#&ZM>_27Mk5nK#rH9iMH<k4mh`w$7GLtHI@JM?7KU#`lPICFjmAJ4&xJam
zm&LdGbZjlRyWRlZ+wZ#!&C4|pW4GlRPCJJnHnr+psDmopH*XJF@5@`R=&yadVS5S|
zll)VGfZruGj_&N|b1nl%&%m?Ov02y(l`(q{CC4F*B+rwBFI&jaNMeH-v%R*CgJM6J
zoe)MAJQZm6R)T?kdEwDdMnm7m*n_YmzCntFRJ;a^kEZd|3%e`YvG6NB+Dyy*zX2%6
zU#*7Jl&F^R$VN`ww=VFLokYvGy6@s)O1%$f2~sKC#v2)~1zeKxt^kCiI5gYG#`JX`
zbtxqllGwVsv1cShlx<+n+o1-iSzQbfWiVihxXd@Fd@ctx>nnIYtleh!qu%Z)C<R=j
zUYH+Cpw~70kJWQ?JB?yIae}}SFU~j58r0aJ%^ddP*F@OBR>EX<GdJx-FAbdEKH{z0
zy(-DKJqHFGC<z?JC*GAO#-MB4TGQ>}e9+%E;4EY{=P;skrxH%5F=w(xU($1PWTK>{
z^uw9Q8X<-7c)chJs^Sg}^9t`aDVZ!L-+@i1F_{tpc#J0c^fDI59Pq*Ur<uh-?E>4D
zv;6tM^_`MxaiG;NX6D&zfuf7vZY5Ggy76;k`+3FO*gMMV!}@@(7b{k+z1`tA1!zKR
z%e3;?nvuzLORxI2=GrO9S6F$EuP!sMC;|uoyu#V_`bFT!RKs)2Toeg<g2Rx;1hr`?
za?LNDhl@4S_Vcq15;{g}2@wIQwnSJnae)o9uCc79G6N$m-ux5-=gcFVvYlWEe_kvE
zM?Tl`F0&&SX+lM~x^)2ZqF);ja#4I;b*FoTEq$hy26Z#ao~#^5m50-I@_|<h`7HzY
z7~cP$H3gY%9Uo{>WcqD*3p`=-sV3f+WaD~TO1?ghC;PW_)fJPd7ynKZjx&XyNq|4!
zx=VW9IpSgu<4JG9K(o}T;LZ|u^{CV89<R7}C0GvNYK{6S1WnTP?zGqZq2U8ecfR5D
z5Pxg?)NfXEmaZ{D1^&59QR(wFzw!LU3(mSY8BO)bo2c1{B1Bp^2aLKOdtqvMF~`h_
zD79C7#Zsa99kd!tE@mq|{}F{GToa37voXWNj7s&su$302=o=Y{WT*zi|J-y3Gd+Jw
zB$tnZ6Oo@&70AXVp%43H7xh0QJ0;1Tz1^vf6C-D2GPhyU9qkvKRM>)Zq$1+q^<_j2
z<)mn<PTysC4;4{U(#CoC*<mB&qa#exw^Bljw}`cxOmrS<R0XgocBFJEj<sP+v?Eu_
z#3Yeu$8+R6Em`0A?bHO)=XI2U%V||(_8t~CV#lJ;T9>^G^3Ndn*QYyR5IkhWoGU+-
z>!75Q{7J9Xl_CZ&)h=NnJ;uCOiut82Pr&^w#sH$<Kwdw}vFZ@RQSoJd>C57)50d?R
zg1hZ33L}^q>oXvr+2zv>hY-WEl;j|H;n(vXVGfTZ_DFM9d>kHy22)CIzDs8&yy$Ob
z$mYX%%l9=Wq=EIE%u~>zKJxe_&)55N-S--$<TSks8+NU7t4MQmoD5~hcPeX`8T^W&
z1F$)Vtkr0Y>aT4?5a7cdbpKp@e;)D$s7ejG%lYDG#kC6B$jHdkbf@QR%kEKMU;SCy
zE-?F4Z}wvl6Zw~pxMUc?VEGgZMY5}djmxL;PP`)d0jRujIjCx%a}eMBdKAVwD^_d+
zinC;v84g;A-1fvb9rrhiIR*-8rwzl;tqLH*Ghmj{WTKp~R<p5Lc%b%C$N1UH-%0#L
zIKFhNYYJ#Q`7daMhy`~X27*SHkR$Xy^Ky!Q$>(Z+U@O&sz9XS@9pULpX2+xw)WunS
zt$8(-7`+o*Yz-}2U%&BsiQ^+WJe1z3*MZD~9K5nx+(=3Hc)sl{hDS+`&SiDV4#Z$F
z!gUQsl)nTJB-9^{5u#}Lz;d^Fcz}1RHCiV$K!6LeNgeZPOwc3<2L6Vbm<7dQzK55B
zbXkTS%Phd&uKt&|7lYkJ`p0hjl@J@<LXB&|(bmIr4rd$N(=Yn)&{;dF$L5GyVAdTf
zPD~~NApA%dkrKKGbhG*%CRAfCKEGoy1459pWuPVk!W6V@>}$38y*?zaFae91mCSGW
z3DDToyq;m7?~FbC1=FS!aGM8J+tC1hn;y2A$*{r@%G9c@;0bferUiCVYrV<C{^?Ur
z-qQad6ZMg#Q~x^iN;Az9uPbNkW}{4SK#v$QRgO~-<Xke{#x1zke9Uli6p2K7eC4m}
z`P_|6Kku~D!6UzmhqvB@O4y~kFt9~M60M4vlW`JLDdH7|;o_a#YI1oMhE=srvRQ={
z1*;Mx-a!rCb=*$QbIbt=k6}jOIX6fee7W_`HEqZ~+L$?I*E0-hAhyqrB0hI_HD7R7
zymER5gsImUB+OxQu!wm(#JAgOPZZi4=tdPO1O@G`ypFjyS=rTV`(44{W>^2p*J)oO
zP0=&&;3s!P63MeT-10;WZ_r_P_!2q7xedntFf)DdFcC0Z*2P*bX}mLj;&;F?BF)5x
z;Dq@>pFIgBJQk<DiXpr^;O+SWTc}niQg#evMF2;~b5&G<!cTV>;y_AaSSSbquQ(|H
zB@zeg1awX!b^fv$J6emUfH+YyTkN5RBK9)9r%>71%wl571MVbMqWX-^oiw4%>D;Te
zE#7!!w0q<&l}|a)3uhVG+jiRRD@W6Wx3LQ!N)9dl3Z@hjQ*JPVRF|pKvy;`+e%fk<
z_a@NmuLc!*Ufv;X#W?%g;e4rk<3x`@RY(`6s!td0bVpCKBRzEXqgOz?6@0+)mPzN5
zS?+--Pc?J%ygt&~zHMr4Ov(T-j5d_12Q9sDWm#9ITRekLU}?;9M`?R&;h<zdrl@F;
z<>~S+y1|CBGo?#TXMUX|pEP<x`ztM_v0AozKC=prZ|U{@T&%6vaDxma^J~4;styX=
zDxvpErGDzspOC>!rl2o<tBt@XN|T!TmejP#g`7}YhQ0xp-NziXJA|<N>-H8FIxKJv
zM67pt;9fKmUz?#AsW=QrQ*PHbo~fH-rmcs~Au(UV#l_+9NgRxK=;tUxBkabKu=zP5
zQ@MdKhSB#q9L*@CtDz~k%r5Mt9}D;+NecJ)#HyL>?)QH0G|9MtT?s}6+n<>mTLH0G
z*CWxRBlv{q?8?EEiK#D&CO~{>(Dv|3-|C1Eu;Isus=IuNpocoY{!joH+9o7QnVt)k
zNE$x)&`nIuCq{zH;qZ_z9ORTW-z$NpXfzKoZg6G==h$+xoK?PC^f_%|20CKJ<K24V
z14T^vz6?2P9xaEai#B>FlR_f5A)(k9Xo^#P@x0=~Q<1PcJnp7GTl@*k<XnmFRGmsx
zlNmdrQ9-ZcM8J2O9xd^}^H8PjGGJ?~2eCQma-MhxX5_|P&Ct`XJoAbcWRtStvs<m!
zn|8t13sk^mRAD0$ZaN!sX3z*D!E$Qpl2wKe=ZU%8ZV*Rvr|J9Jq+tRmQ)0xi`fP5e
z*A)z#z>%2RaT|wN&t6CylJ%2+Mw}ntQ{w76fA8F9Jl^od2hHrAUuboIj8Wx1BtzVh
zF{bxO)pv4Ap|`g6PJ#sjU4CZEWTX?>YJT^ybddV&X~*i{-75>{AvnV)GdPXCf@0Ro
z7q3E-iYi4a>|oAV&B=<#X1U+~XceD&qV5RuSQq6GlW&8i$dcT7a$u0h;Gv4l*U=et
zKAw_x*Lc%xM8Okhy!Ov5r~3LL_&@kFD;b>#vggH;B0$t&A9)ZwD#b$M2N5zkMSn}v
zo_RaP!ldA6m~nwI`C+8=iQ{FXY#1_PUTiZ&@UYuW%JLa~>jHXHYzWidIZn3Pjm9(#
z@JUe|tUI9Nb)^vzt1H(?gw=m<?bTsk+`k>nO7&pPlFB_UcDUxT<v}V1`#S#){zj9{
z(SHW3KDTB)=}g?B(MO%PV(|+(SN{(Zwb!vY4OtNhLV24Er%6xrrlRJ@{|GYf15oAx
za9Z^kqWA@j>odIiwufiu!=i-GF?9S<abV!(sXeTBfLbUKNKqtLTL~+G<8mV4ZY`pi
zTu3cc?A2e;fqkz5u2ElHZ-H06W^?Ty)+T?7wu7IsgsN{lWmsfunO})yb_^VZ^6{af
z;INc|{ih&%RGx0y+-7cni9*ML<G&H46NgRL-Z)IT{MuBhmJB|lYzO{0+V`4rUGF{=
z5M@T@u@q_br~a}Rl}3FkVkvF3u0gHpL~$e+mjzxfS~$2U3`cLLA2d|QF>G!mr^pCM
zzRQ}};q8&orUoO)sRO~>)f*t6lT%!um+hWF<xPPyCMfppPVE{$*=d_N;te@I%_&^|
zOs@FuqeuSC>(eDhSfy5dD+*+z(D};Wg$01&h#eUk1Ppw(OEE2X_UO2)xFJlB8SRJ4
zD-MZwz6MMq1EMvIGrAsy@tf8yMu5OPHhrV0Ww^3Qje{ZbBw_h;pzLnpN9~xR&*Eh>
zP9}$2^z@C<&uUrSrS#Fx4<xvp-t~Aa?qZ@lg)qjkGg&u!q_Lgezi@suwaUeD)~OWh
zf$6y9m=0AOvZdHb;17v2gIhuFk@jM^8FGFZc98$_vrV+)dq~c~sc`jacf<!lUR81x
zanl-IY~T{{14o7m=(;g=hwfK^j@k~4!!h@)z2mwvo<_<19SP#7>YizV(woUnk~2dt
z_fZ8W*%mU-L)+XMHYQn2ZwBsar02Qjb_LPL=B$#a^~M8M;O+H1J_8>4c`cgdi%)lT
z>WL7JNnot)*eF4_?-@N~Hm#I`9D1uoP`#HLg1E-?teI-!H7ritL*A})!}1$eGZ-Q4
zn68+4eI=3=a8efcSTY1qDWDuvgIrJgVCGp1m8tdwrAlv>r%JEKmvhDWwwNLi&^1pd
zmK3Sb3lZk3r)`%arPsNTY00SfbP_v1PepC`IZ+0|tCp|*VEP)F8GGFKXH;3F8QNKO
zkVz`!y_=^6i(rw&NiJN!d+P=Gl~GYpa2;C6=Qml;=4KVaS(C>L@^~wl0U@IhC*;;Q
zs1HKvn4P5Nf9k6BKXnzcqb_1f*LR+d^||~%c_%dK8l*|WqN2#&DsKdJ?wvz2abpt}
z$pdpJEgOkO0o`EAm)(hLDC;sDPteM4OnRzzB+S8(x`72X4+ZUf+aVPqE;fJIs!^Jq
zt$2}Hv>1^~hKH#aIML(Ml;`>bj?m<kl7LavYU7l+z7*BnF`;HuRtapyd@WyF{rpO}
zJe1SSj@WEkL2j&sYii}hr<mztonlF9!r_v3&nc4y42v5!lXEHUSNZu{&V@P!d{%<7
z7%T#IQr0?@HxgWiGOTA3O^5pJ!w<sgl5_d;27^4W#%E07M3W-6v`+4<eswdQfqxO8
z0fjYTvQB!(osw_Gfxh1}bmuH}n_V<zpr@;{bXUa+Iqo1`On)mRDL4fVXbn2ER(qC5
zujJT_Ga~3#8Kg*7rh)=itbuX}sif+*>LXJDhJg^ymQXlF3gS@U*7Dh3$^>#`^tf9(
z9_PsC^>j#yyD9W_A46GRGF?fNN?+=#{t?(-)T6I(gwi8+<ri}REij_k*7dK03}Z<H
z79gl%|0rw{iIrzCN^`d~?%-i$07&J+p1_(IY;TH0t>yMdjSGcJ#*h@s_V}ZJJsK$(
z=Kl#@fpPg)|N37^s{fN3r<zZT3f7z)7VP5+Zl<;b_`+DUpZ9+&_P4xLqe`IJqUC<`
zS_0H4NlmmUOnI+|;8<aBN{kPH7tW?LAwg4mPNl!47O^<lW8fYzrKu2~>@?}kL#)M|
z;cV8Bwhay#KHC-q(9&F7)!k}H1{5>laR-mpkr<B5wo4_6^pl6lD70U5{o=&M(S$V>
zJ|r6?2Lq?<IvtycCi_xoRCbpzqA-kPa@`?kY)tZHRGRs%{r1+v)3mj1bV)@e@x(dd
zZ<xz6Rt4bDXRKOJIt~Q_MQ}V@h$f$0;?Dq=4{MZtfdaa-v-8WX{WjP(<fuCxuH(&C
z`!iYM1`j)Lx9QJoeq3w3^k<*0jy?8C_hXxmhm$itgedh8x;xN`jr6p+jX}B*3zS`i
z1=FOB_inWk)}xyUQC9p^;<gK~r@|25?Ei31TA-O|Wn3rWq!U;TTKJ0j%nSkp1ad8!
zo5XYzP+3>}8Gs?VcvK@^wu|F3+WJh4#9tZb@Dt0gXEK$!qF4Y-8ou3Z7>A1MB;g(4
zF<Ee3&Ae=VRW4goyH8cD>_k;4GK`k=nq5rM{0CBEnbneDlYUC=-Eau-r&dv*`s4g;
zfi?3Dku%P!#w{?txs>)uFK{OXZhf%>+R&BEFyB94h7_K1m6j!+CZeAW82BVL1|D+#
z*W<Sf<DSW!XXEqaS>A(CWGj8abbse5c5`k;x=s#k!8%W|QmyQjG$8GPLxYOn<BL=V
z+I&GrrL565nuft&QmOD42EXt~RpoI<sY&g(@$2H7Ybje27zx@h6r`XD%Xb|T>`@yo
z`z62p{Myxn4t;~TNIdN}Hv7^%nePbH^vxa^gxHZQ*k(MCToHX`yrw?QV_LziWv^3$
zpW#|I^vFWpG@s&kE$kQ>d0COfY#|rL$%Q;6))rDyyLw3=7V8U^X~lAMSecYa_69-}
zXFq5Aj8<!7&0{t_!;k70(gI%3>Q2253leK}SJ8abV$^4&22(CO&eJmC^sxSxhw~P8
zb`=gs-%j8U&<F?vZP^)&O`4<D=gQQHXv<+%89ZN)E^hB@E}yz96l5kb^Cfd9ZGh~O
z<d@p7D4M6@?r=(t8=eV~OUd8h-*+~TWZn<MdWvRHU_Q}SJRkpVa9ZDZ^oD*h-B)#}
zEwx#S^z_Plze$3Q@nB&fp+%kn5`2_lcfFgABGB&hn}QMqMK$qUEFUg;-w|@Vc*no|
zINYPp9|v+&2q%Knsxn#bFU?Iudf?w5CVgdi_j@KCpE;-Rvuu|V3<CVK4ECw;sqspa
zVz`!bp7$EUf}*t-U5di)xLdGFEiq>thiJS~(;sz~mjoF&=MqFSYBrrn=#a1g|Cc|j
zv<<wt$m5^<nOz6WLn$)bA8N&Q&Qg!MtrNYC509oH1_!Kw5)aZ;%S~Bx3N|r~bnueT
zyHVB^!yMjzx=}<l`{-)uHQO(82OIpVG?a-i!&~-&kPMb?vhx|IkAzfbLLE$#DVEMl
zvFi73J^OI_=~V#tfH3I^6}5;`XX55EgQLGUzs&cgr%lF_>*43iu1VopJ*XAu2a6Kk
z%8B{FV0%pEE7G-l6r163SspsqJcu$t^Cz;U^>U|$pH%W~-P=E~T&WGLLDwM8r-v6c
zg8lT9fyrg_r8}dp{oG6S)?caH$<EzyiMon~7dL}JE?Fo8m8nX+ub>F8b9e%d_azOW
za2%e-#sdf(ssY}HW;m)Rz;Kq;Tgj>s0M%SVKk5T`j`$qrZ-dc2QDZ({cww7R>`9E0
z9$75|QcKK@+p&Zr((C(3&#uR+KS3v%ka5~Og3c4gpc&82L0s-Jr0WbND{WwnhyRH~
zA@S-DqzRT?21Wk_Z<Cnii<kWK1*%9+`5Jo4kX#BNf}S=xxw_tQROoRA);qGFoEdLS
zU0Gd&jL8eyj9BAtZ6?1J(LJ{!@lK=gS){e*hw1Ns3&cNr1k+_t&W5Y_ZJpb^<&!W%
zE2n@#t{zRN`6js8(KH)w8q?V-x$EuNz~7SzWsTlh4eGjMSb|vGUrD!n0Y83v91CtF
z;v$-uK06(*QajznYMHv)hDW@nMtXCbTFIfWbUNsr`_&Yo-6wvV&aTbF&ULL2Inp%C
z<V_{F6Oy##q-pi{YIeG7jj{N<J;EHC{hvT3A9YhJK}|0MIzQ^}4-ZTV`N8(KzBH}e
z=qON!rF@#%c0xknd9=;6u)Xm-nuDqh8XVoDhI*R~eQmTyb6(2UR4)w|Yr5ybR^G3R
zzg5cUZtrofJSkGhN`WjWovY>0z5yhl<$A}TUuDJq<jTXFM@^nR8Gx>Gn+#BE1{ISc
zyy3c<wtXLj{8B|f(=OkBKhTaAH%c1HV|KEhPA<7Xz*GX+0?bprU2aZt*BkvsrO<mW
ztdW%phrWYyskRQ+LA)05R4#WQv$VtYWy=r{n8R1R<_#jl?PP?9PFCwD%}$IB7=0(8
ztpcj+WyV9<0tS(@u#WuVv3ZsFs}LP31jJ_gIRky#aE>FcplD0~A%B9|3Xy2+;z9Zc
z=`!;tWK(BaWvdrGqy_r(s1b|DD`hi26h?Tt97SJVp+nV0w+F+4I;uXoYeyd{sNrMe
zR&rpEi4(uU&lOL0Sz&#ui28AMjnxj_<LqJl`<%(FrcC2B?OV#zNm6y`Cg$nMje@|H
z$a`x<)?M<Sy|cD_a~$f3=86{fVm+pv%(|W(Sy<|dT_~LbUih7+mRnGW!KRXE9wM;d
ztu?U2o&qJrwuV;UEf7b;<M(*#X;6||1vYP&Y|s{1m{sO?*WKY-`_rM8@Z*%&?x+f8
zUk)&Rjsn`XA?CW&{j+n&&rpfE0{BIUeZB6;n2tFV^zr6}5gux{eF3fY3yA-W<#8p-
zCW6o*@MHrA;#Wn5Slc`jY|v=9s3}0DH6<Od(_2l8B?obh#X4=hP;1hs&mOyaaiZwV
zp1sv0-`w9nP6?h8emX$mJ^_6M+Uz5Wy#=EBG9w?Es#~K```FaVomLLd9l-}!Wi+F!
zICe{u+9t+zUC^7r2hkUIWUvUuQtv>0<|?YhG{F;;S(6gh?)Ht0g*Ms_&d;%{q`;;3
zPdVsV)eh5k>W+wwD2qO6*IbssxZZ(lVWtL3e!$zKi58puH~pkNB>WuM!2KANAIAhV
zxmj}I?TI9XZ|N1#i6+&eM-RM}-DcMjd9AzBN=8&nye0QT+0oHA_3Dj-DL)^U3Tkd8
znHw9cEORD(sI}L)OeWY#f?-?V;$}j-J?{SL0M;n8{<V@UOq_Q9Q~2@x1soG-BP$|Z
zq({kae2oE^Fg$}ZHID$-&kNj4_&JGOwTc>n==y+rpH{@u>;_*GfCj|Quo)s9nzdUf
ziJH_|7p>EopM)I5)EjqQJJAr5;I|qK*<U~QL$csmhW-a9(U4$%A>=jnq5?ciKiCYp
z{vkaMP<9-re{!J7FnT-|;kyR!2)R^zp%xpV!|0gl-BkvafPQ@O`$kL6yIFPn;XS1D
z7nvb@fW*~)PpEF)6%-*_BsV$b2nVm}`;+w2V}y$0rb=!06){@xDFR~+C9{osG6N0x
zn7mn_n5G<sp_iiGQV^s+>MSqV$D1KWQYnvqX*TUoi`-t$<f{nE-qRWsr#hCXnK~xj
z7frFczE`X4KAl2t)q6wTf{;ey%oQyYouA|mwCmmr^A@MtKi@4-87y?oT%K%$LMifQ
z?xe;h6eyB2K6sw~2|8(kHBU}P+ypR|!@LRn)CC;w>O}!sHO){sdxlkeTboLbd5Bc~
zx^~Rhrq`cwEysRkIvK$&$4_5h-+oVRV&=nbu;6M^l@no9Y1XfORF7J)Ad_lsNqU;=
zrLE!og*p4Ff)=BnUvqZ*l&HED)@K0%<_kp*z=il4;4n363PZcSS*;(#=e7G}%pDOo
z-<dTU9ZF^x-3jXa!+Gexfgr4V5gWxN8O(gra$+VPFABEVxZ=a&^U$}cudmG|{B?ZJ
zWdV6dE3(?nUW=;)oa*=dbC^UNFeN-SO<e5^`2V<w+OkynRgI~$uB=%1{Ae&rP&vOi
z@7@qrb_MjIpv($neCRDyg-0xbsiq3bvkOWFVi0FoeU^Nyk>14GU41x=c4t)jmgJl4
z7nPCrfuIuU(kK7dT$V(88dg_&Z25z5#3#nwHRH5!N)>HO!m>VZ+ImO-4PYv-?FceX
zzV|MI0<b%1BszvqID|c!Z+TnqSlVEm6Yi7?=N7*Ym`)9Jw@7?Lzv1AFdV#lUCA5O6
zJWD-qc_K>+d0jrINJFB{YfX{OOpEY;u!D|lFAujk;UI#hUNqFQx`#ogs5!>?YFe-d
zai+HKk!m5-%ZxThO7npr|MiAc*ef3*7j{&Ngde?Qd|~DI_;}B^rjMR6;)W42jVCyb
z)|&u6qm$volUlXTRc<?C@hz|zr@^HajaIkpZ*w|+n$u3~GoFr?Xg(SNkw0zt#=Hu<
zO{H-BRBPACivBlta{TnSA*AWeQ-ykcYy8)7hyz=|c4Igf9T_ReQD?9FE^~&3K1tjb
z&+TML$iR?{A#3Kn3hJE(r;QE81k=R~My5_^N*7ihO5?xzTe0m1wzfl!s}vHH#WJ|$
zPwXev|7OLhO`s_4FFH&ASw;+0U@%IkZ-t(;Jc*gf`O}yp;pzgEg%<-Fr6m6vdGh|Z
zXa9d_<oRzH<p0XZ^ZzFdQWxLRFB-rdTR`|*Zi*Nkp9Dn})*t$#?JRrAIKlKD4cX1A
z_d}+XAqi-a2ZkG`)=0_cUU=NES>v`MJ1BHwZfk41y&XFPsQL-$pyj7=jt`%WT@4lN
zT0Yv&$fwLIawKS=;o>G))!*4lqyS6^;5sjX)^ia@qE`bp0n)&l;RjPjQwN87fvz!B
zTiVY}u_E+Q_Kx|q4>=+)2Hk-$=<*5*6WKM+$4MGac%1GN>r8qBIb`UTco}K<dmO!%
zuGqS2v=m!FJV{NJqRfiTYPMnRFxi_)-SCa+7qYa?dfl>xPU`ky7@$SZT;`TajTL?y
z#i-&!30ENC;r@Oo5>S>Om+E0ltBmSAqYMO4L>uVe4vH}n^KVeS5kF2hGVcuq%P|xO
zKv!4FE|$PdelDa<I?}LPPPfLMMth!vyacj9p9rxRGd=ItnEn@%BbDCZa9J(G61g6i
zXRb*jRO==nwe-)4!vZG#Wh*u(m37laBRP8sh@$~KVib-!yi6UgHwT=~7s&z^LpyYH
zb#^N&W`4*rfQ6$sfZ(Hc*YokVc@$rf|CGfa6vKvI0)vsM<Da(Wteu46_M`^++}6`=
zEUV-5YL8x?lvn#z(U(|Or^4kJ`W$&vz234|T7cEi1J$KAwL`WI@Eg~#muQ(is$Y@9
zy84Dm+}+w4zhZBbSmOZGZ#!z4m*#6BRAf74-Le}|&G{}wE&`wpPru+Yx3jM}4?Sp1
zJIR#`%!PI4?}9F+Wm{inx_CNb%jGvXeTIvO92_!^sp2WL)PMN=%{_ya&nxMTqKR)`
zc<VoZkOFvv`YLQVM<XU4z>OEIiuN7n|A0IoDhX(wIOsIO6!8G9<@^0uKPc8$hU6ls
z5VoeK(?g#hqs3tWIskY;>DyiamcicmU8wj${k$m?A?Q0T&7h$g{%3jXZpt;&xc6JZ
z-<=1~gUVy=riI`4zn(h6jYA=?k@~C6*0;S7U!h<&{KF0q($Mqho>zzXl7o<~HGJ>8
z52EAb+d!vr<R1xws}mg-9@>t+xs>HOp3d>l?-4_3gWhh}8vcfLL~j&<-_m@r(F9@b
zR>}raMTUO4R&&Ky%G1^f02p}~j8AsIa-S&@)7;46ceH<ioIcHJXxP;L8g1okGkZ0v
znEQrV50bQW=UtRl7j5xe@qFPgj+eSa;Rnzf2luDq<@Gf@jqgvo?mJAE@AKzK_gs2*
zd2USin})KsJ-4Wkp-YK`I)6%j8vl6{$|_PzUd`<DzN`$tmNbXS7oY?|VHg7q^ZzHt
zbFoSr9~;};C-%lq`8qu5zYr68o`zNzQPRFqr1xR;FwrsYEIA%QY~!B;4Gv0y-_YH1
zLJ|0i*3FN7AL>!?qk|5@bUq{49@Cj}T}TKCoN-t2J8qsgq$2va1(h@GEHz-Y=$__a
zBeloD^47c>@#GL8c)WqDd~gPh;j1Toe$m@8z*O^!b+Ny6_B7ItQYhK+C!A(DYKd&^
ze|9nxWZYMQ+?D@~2ekZ;`oy77gg+X8A(n~;avzNCfH||zlk2#_xsa{lf#1kgN!1ri
zXUd5YknG0pRK!(+6orraFQLv6+<yFQg0)&Tl?K5J5ltZgF7jJXEA}xVBhvu#-gVN3
zw$16({sQ0p*SdYYWt@NVK~^EVV+w2UUzie!lU}0ju3g(EaW#InjwFMfA$90HVFiRW
zk&1Nx%~`~do%;xi^ZcF{hU*EF>$#Ylci&vaKoZKH_M@U-HuUdzeSf}&j*hN^fjji5
zO-5mVj7hP}r`eg&nDD2I`SE+`^b&+3xPyS0rpZzSAJ~b&R|F3k0_nRm#WL1>_n~SY
zpi?{q>x9`8PIDDid10%;Qr_2Qazm`_-lyj;6*Sdg@8IyW-u5GCjf61c&LaXvW@78s
z^}j7@&_Zx?1b3k`LQ6+|3BXA{vefUOU2hZn;VWR=#|X>!8d{f2-dEt5Wn+F>Mj3IQ
z#3=gHME3M6N6#PR=4!Pr%iC?;EI*N#7#u@<k4FPiuPB_)dsWqJ3uF*Z@hyH>u<#O2
z%Vf0<&kP5#YcA~dDWE?~a-8&DN8Q&zM0EYzI_8p`qo!o=RF%5w6#!@dTM`qN4#wsv
z;3{P;_d(r0K(4ct)8hSRNfbdc*7s4xQ2x6ptkj#%ov$@X=hW$1nX9VNa{Kop^J}`%
zE%yohQcR9!MC7H9o~LJ)F*5_9dYI~BDHE$d1<IQfhv{UvIA%yh_K)G~6*;sjxX;KZ
zy%fawTzqz^$FKTz)rIzCSFG2m2S;va^pU&9+*6wolKMCy{qyqZwf8Eg$k;;}Ls2a~
zCwif+(II^27Y-polzKAF%H9&1wTe-?3)Zi5x!ggKmo?awrqVdhH3p0Swpf43lu{C3
zqbP?B(l+wiy*z~SM+lwd23Etq)m6&swt*UBicx1kKZ(d0Q;LCtL8TeOVGwpwb?Fb@
zl!wzt+Zbbj-9-Vd)uXMb4R`Ppb9?G(*ZRnFde1wBVCO`Fe{S&)^A4%;0Y}l2nPgm5
zT;2yT_+Yj@!_0~WZt^65h(4X5nHKxQ@k{#Jv;_{WtLyoNVkIlzb)$1|N7dFLe8Ss)
z1;SbZu(3QQ7>W<Wqb|^9H9y#iMx&~ZL`Ch1mC-H1AQy7X*^Ul-q$W2aJy2@1sL6DD
z#7Hw9wfv_JaJ!w1#5m125egIDr#8~Mg>Cb#yX)Rx$CEVU%C91^;?~cSl7)6NSTaLq
z`kAn-cTx4{P1>Vewtb=Sg2|EcM1+Ofe+3ieW|I?<<GB#{efmV+#{kwh4q`X_i+f=~
z;dY$9&jv>E{RC=Z!Ma1~?siQ{wnJ$hIZs?5X=5(2-7n^4*tj=a_19Eg0);#`w`0$$
z_U?>30h;%3a3=zcZ|G{pjAzg;1Nh%32-mEX$Ome#f5EsfUh*Jh#J6T&56iq{Eem&5
zQ>oH_4qlA;s>$%=(XmIT2o;;mA5`eGwVt(-i&sP|k4&kX4#)6u6HbUcr%`^mQfV2%
z;`RbT<`>Zyu3w-`Dc)y1^Ne+bR+uRkY&C2H49oU$Dc@o(Tci7TnHs&$vz#@DWGap$
z(%gBM9x6<hdPF=Zq8ge|O4ZJlzBdCi^yKT|cLd5;GRJKiLb(+-2Cz7YZ*UIn23r{A
z(e0^(M5b3{%#rhkuiKx%^9#mqahcMme()|41wv{hj4GTEJy9{&EYr@~ldeQMI-LsL
zPO<-xdaKd2t{we&BCvF88t_1R68sZ8&pWBIcQr!Uaa0$}?)5Zmg!7#2wt=v;o8x*Z
z-^|nT7uHp!c`h9iLcUG7x+uHUPeb?77_qzCd5C_<Ni?yJ$8YY4u-Er-Z=b2=&4uwx
zgI+4;5G-rTanzqp_;>tblpXEPO-gfilUSBfu-7c2k7yr+w^IOGb9nxtdOe8c2`0^5
zocr;c9{BgA-zOeR5LGvG=;^k7U3J_7zmFK}_`_bEWyl77@??0YriH*@>q}qj)D=1-
zZei5PkZMxTS0qKsJ0M#g#BGu2o$1&o2ZZahJzP?(fN3=&>{yX)pX1&$L5Erh+C$Tf
zASM%HTEBlBnk_lcBx$Edw^@+j#tIa$dW+M5pbTmLHT3gNl$_8xZ8m;_c^jbzsxwzF
zoOioGOrrMSZVx38^k-qQDB);B=xZI2p~$=O@C6S$465{7a`3>*iyl943cOs%q0LY2
z*VCu*j)mu($hXF;88n4ECnpuBWwBe-`Z7gKDg=_1&(s0@yq|N;Qn^)SY*<f1zfKnN
zCD0ErPAVn0Qoj^v8oa>Re^8NxE)P6QHMx%btbrVmzI5!&@zX}YjL^76yEV8e*Q}9@
z4(=*X07w?l)OIwt7RE#$YVn9ZWKUxH^D^UE^BZ>L>ctJECLSA;KiOu-8Z9b2t_kJV
zTRTq{H$rR0BJCdurfg}A)63``Dey^LfoYZUz#vUWPhj3;fgZ_#-2X$^TSev3bzR!Q
zEqHKu4esvl8XSVVdvFV`0fM``ySux)I|O(B%JWM1Kl<y@N1W8SxhZz-+H+lVuGM2t
z2Wi$n^q(Jg2XpzDM}KI6%fx*FQBd(TuksC;f~n~0x2w%J<d`;!Wh$m~{n(AX1+9V$
zdh|?PaRp1++*02NN{Ak|$B~41{m<%!RZi+1<zs{&JYUHl2uVa7Y6He^-a)H0R#djs
zFM3E*>PSX89`BgT;S4V0GUcZN+2x+Oey`)g-x~ChLR%ZzA=ay;d@$5HJk4xT0x-z>
z(MB+L{~nX+tj962AHXx%oc4Fh<bIbQ*khDUwm>tTc}DEh45f(MB)k*WNk@&fko}VM
zMEumx1gmtxX|B6~sbt&$(%g95e4%2QaRw<?*OXEZx7R+has#5As*bX~s~ZY>ex}0i
zlv{<(PEZon1qp}W*Mh#zUcynG>eSgo^9#n5JHJw_c7GI0sHWzf<O9Fv(Jct;Wm1yW
z_P(s$L-y4N8A(E3HAkLtBqqH=MgemZE~*w;ij4p3)B)!N8At=>JuqJe&YK#WAKdQG
zPXE}L44mD$#+p!SY_CxCa%%`3|J7C7cmT5_n09aroi)k$sp(?+j{s4JTTKE&G(!9I
z>&1bubkq*{$1MqPmmTbS`7|*WdsLThPM$XeDwe0!a#GCSm4d=(N{uR6ThmPxVA1rA
zpUR&E?l0#dW^sz?9PQIR6yqVw7k{%%rSZtqdjd}+`-#wl5)67t8dWD-vthdCTUs)V
zIewZ^aLf1y)p)72Cr78FmqmLn-kZ$RaQiMzKSja&(C9U70LrWoMMF_QDVWvdOoXep
zPsy}3tEbX8Pk4tv@j}Q$VVcZMWI^p}hvp9|b%(=$*11I6Fr1;D2ls&6;+XvtU9u}}
z+%YX2+_1yW{=7L(38M-FSF6Da1`%-*s+*y~&>(#7)(ZW~@e}mf7xnxd^RRC}0?3{x
zVi7Iaxb4}oGmRt_3Zx+<v<tOo$`|2<m9nK_j%N5eh1rI3lqbwpK3<$n8RKQ+^>9=U
z_4GI)aiEhqhbI{D$bJ^(m8D@ogeOm%#g&Z?Q~d@-jpWHT0-kN#iF3|;lrhyq4Z^4M
z><K-e*GBqtQR3JqJC*iE&&s=C$u-_4@G(x`tD7`l!wrb#7}L|ZUY_@thmX~*5ABkh
zeiGLs`&+M+Lgm)?1+n{#$b{bkev3HU8M*DjP_WT5_aunWo`ZXntlvEIx!l_nz;`B=
zhc<pAWt5DLhUu)A8i;E#feg#?z`3p4kmp3NFjfz1y)`graZUsYS+x5?q#kl;A?B*o
zEZu7t7sHV;94thq`Ml7IrjCOG*=^u1eG0R;wo6^n`-zX3?y*^8aD-$BWF`{E<ef)U
zy*zB~G{sPTR>j?Z2FmTN^LAwDp4^Wj03PTdee%|B{#a^x1Vrd23UOTKwGG=&7)hBF
zn}PVJX}rbabun3zP-}I|`o&<x&7V6Cs@ZT*USeN57RD|_lIv*qoeTe*R_YHeaWo-U
zuv;#ig(DC&Vv3PZCsWZA(C&HU_I8xo4~*PRWc$kQru$3uZ(*D~z!XQ6T?kZOB|Hke
ztazOt8{yi^jLkYIN7@Upc_**|^@P=XH?3lDN3^yb9@CqBkvnUOgC=FY#w6AZauh_J
zf#-_I;CJM>LU@}Ok4Q&{=@(b)S=Sj5<dI5_A8+q-%HOGe_su<Q%+?6S)0LMjZ;Gb7
zz4JSJh~@RYKFh5yhY-}1{;ax}LjC)X@Ne{nl9T8MJ>&aut0vf48Qd7f<2^PCTpNF|
zYH}@AAPpzd?>=be#Q>8xqH5q(2RQ)+t@VC;?h}b6V)&GPP_I%{`z>oOD1C=Iek>Y#
zZoehWX)%T2q4H&{vvlfMg~%@X)tebh#lSczI5K2~U#%zu{9@3o^QIzE5kqK5&(ejQ
zM>0vyL|A7bU}+Dx&q{^-l+EKk12rkbFei|N9d<=64cfDK^lEuYZz1X`@KeZp4LcWZ
z#~+F8F+$kY*o?!A?q)C3X2P7dS}1kFqHh|>GcI~UEwpHAZNG|3j&3kHOb9yUO-JxB
z+yzYM`oFRysc;ti+NJ4j_`q}gqBFc4>qrRD+2qVn5%YuxOLUFkIKJ4$)c%CvLH6oH
zMcmcG*J#$L1e17L09|J~M|QSVS#$9eE}nGWaba|t^fV`Y?-KoT>_6?l^IhPzajrGF
z)<;P>IpkZIob_r8k>Rn#T)wy>Y<t(;&Yyg1oahIJ5=6^NMK1oY;C^EYPK4)TvZ)U@
zjc#4^5(~i+18bC3efF(3%w)KxkfNa^iB=iA+A?n8Ko=|DmZs)r1A;Ot8w5u!vZ5Mu
zH_}D_mLH7$zw@_B%+beKww<%*Ak<L_^ti7IZ`4Be2_gH$vz6)1=RY|GnK<FBI;~y2
zM967xa-u}R4VG)Ar>A4QDP%gJNbohgzdx`tcSCg<;Cf}2UY-dUg@PfknlT60z<ow{
zx(9bJK;qdmnEIVQF@aD@VSpr9zC<RbBO&XAr4`I_QP-2&H!HN=f>o_glED4ZfeXQ@
zBb!J~!PG;fgwa>~OT7(2_{V%5ofE|NP~OAKn?3)fG4#n9P!W%`M{>UM$qxkz0xrDE
zs?^;M`;=(e7xk;$;!?cS2`y$l+WM2o9w$Nv*GeZjqmPCXs5@!dAp$yVu--hm4*MAD
z27V-04U=QKn+SSGIa8Morsu42hlPpAKilgdChxRE(kr+VcVW`2r6=)YWefZAinpuI
zZyS_&aZN|v(6>uOfqex7L^9N@`n*|58ADuru!^B3PHC&!+r`pdiVYsb;7=AE@8P)#
zRg<Ow9gK4*pEVf$$Vj<oyBt9e%OD^&eu^)SAA!3NjcCeoJ3Qb10UF>vK0fMs#l)8n
zykn__4MsfRe0G(DafH%YwvYIkes%rl4zY(udWlqKv5aW!3%<_O{f9Z<b+p$Y4`P`x
zy5rnFE*oYoRc)2I!N3BT%nONeq6%kegoKWRA)~k@_ln8KpV^E1-XVuybkVeAbvj<X
zo{V@Cuw8!U+p#mkz+1b)pdlZHR$W#~=W`OKL)r@vM)*RD`F6T1&<zHon#Hc)FvB?Q
zi_-Z6dZKODBup`zepk*QjrWccJ6xeuPH&TsEAzbS9@}`kFcAsKMBY)3C!5K9rk*Gr
zTN$(Lz9yfTy4SuT&=k2+qsl$X5xM$HpS1quuY{H@coIE5y-{1t^54_X%}l3#zXlsB
z-q%ge0NvHLib%z>WdWi9Op6IJK2Lo;irP0UBQbOl1_Id;e932^HL=$}Nx$1?GQb;n
zg)}K|To9d|PyTVvcuQTiZbJ(6_RLquOwdO&7rqqBq`jU%b%BT(k92phPHKqGIQQQc
z7@;fbnbRiI1x@jQwiIyRE>!n#2~?;IS3tjM3G}4vo=esq86GC@kBNkJ>NGCk*-A3#
z?B1qV%s_3jy~!@kGn3L$KyT2?h!_(YFqG~@;T3I$any=?kXm?(v;GaS<*V|qof!v}
zp-IJmA6BYZT9@2@K^FbsGM3LsNxq>8dZVqtu+flGCcNX5ADOOE-w*UUpIR+KtH>tf
zzVd9WLiYQ3)^q~fTTmUFxj;x~Z~In6*Zni{OdX|t-TD`T+@rGg#M9wQY{IP3rL|W3
zT8)dqObN9#zpBwb*X{L|LJ5k?-%=Zrha5PczSW?@u>l8MggUaS!x0Icv2r9VK~wH>
z*$Cp%n-kQSM7mkmF*`n-ckS>m*mm<08EH~QaKYXjT2q{zclJ;bm*3n4KYXoQY7gMW
zh@%J=VjKAwpIu+VE<lEwk7zqGp>0EbWUy~}IokbTcWnc7Z;n$V-1@;_C7&(F(;yH6
z&M5&qKWs4tywW(g(<iE&xu8UdlNm%$oxpZ>k!ZWA^ZI7VZa1yK0vS6})-iQDx4Tx@
zOOaEI2!|iI-g!MbEsOfI7CV9-rakerHIvz&aG{l6DUJW0$<}V-|L(QoMd4MGVPRC4
zO#xxb(o0TaYx3cdJGT&~d5D^xVI6h;>0xu+Arb7_hd@uw$&T2*Ei!S0wcvzT62_~^
zVv*}egflXd1zkyW{I9qmJX?k-;fNe9LBj0uF;Fk}{WyXj_2Zkr`t0d&XLBTyYk_sF
zs4$lF6?nagoy2Wgg;(b*ukuQ|8PIK&^snvopGAP`ssxAcin??Y9M2F52X8MP4kdN$
zRDUc~HKjQ@gQUP4+a<=wD%uH>$3emr1>`pt)(+|N)yS%I(6WS3eMN$D`6VtD1?+Q>
zcs2^u*+r`U$KNNDSBB(n9EQ~F!ZY)P>F%j3>J;$YYWIdF6r`==>eY#Rau<kWsDH#w
zAZ_{IIHbW1<bxMKlBO2}hev5&GhN2BW<YNQb=HMP_yFJ3LNcqO&mDpQZ)0>|RQXpE
znrg+#JTP(2=DeITVE=!YC{OV#S_u1Ktn@)7`tYFtx~6^razrS2R~x-3<z$Z|^}7-}
z)#pQM8J!VO_KJ8C1u^I<@tTO+P78}tEl(O)pZ^LhPC#FE0s0DL^gk-+dY!(t6!);E
zSFPmtF0E+p+0JJ`JI(w@JGqh4{6Do*KYz0>AK{G>2j~LHzeJtx>DO#0GR}$o@Ip>&
zTvNxP1RJhi;Lpc+$j>w}X=j1;^9;dnutvpm$#(j)x55ERCIaX<vN>gq8ui9|wK=ct
z|K0#5r6jMHd*1NKuU{w^$;O$P^ss}VFPr`7gxA#@yfjVD$mqz~$kj4R=G7HwI<asw
zd`jdS4nA(KVxX?SC=Y*ew^EUbP#PU!Kx34Ex#w}>W0@cf%`j7a2(aZ<H=nJ$o_#^s
z_+<$jQ%xs{is7&|wJcIvYLvcULE7KaK?KZ$#vOtEQcldpM2<h8@7C8ZGBBbVZ2n}5
z9faHIqFCi_sp{aa)KO#*QNPIWJ5wXbcWM~ZFg1=en(-K&V?qr?^Gi0UHE=5U0v%}_
zZZHX`{(nugJDf<DmXl)(7I5e=wTH77LxAHoxx{aI?drW@L!20cx5GMVsf!e08@Ci?
z513ROG2&HwmV$tdvP3()Z-x{JI}<|1;As`-Rg^EUL|FHT(q1vumEB0kQZHkCTdK51
zcjIHE)I@D{bfK^QiA`X``!KX+;YXqQv^H?3RdGwTl|%0GJy(8G#Ig=1DQkA(QUio(
zfvi7GkG%Acfx`Dc!_m(BDjHM^cabeq>kgEh;KR}M?{nEM<+}F~76Y3+Yfq7j#X8n}
zIAY;b<iTUlLUo78r|p39st04sp<2K>xLMjVm?MY$cr>@xK5yNlPhm7WOvX-6s)q8b
zZ`>O%R>Q6feZcS%_bvnzZ?{EXlSawlDDN@sH%p-`UEVl9Q4WR~{4J<RjqLb$=frR8
zZ#a~a(&^H*v)X8T0!q~fNUPOVq81)(aF3jyz+J*hXCguwk+ZY65&iGq4l@bx+Mc%r
z&CHC-{^W^K(+||cR{5i01S0F9w$>>JEOOH~VZ|3og*oXgiK-QD-ibusH_IngjBXK4
zr=&NdXC;%T>#mtDYk-}g9JkA;otD-<WE7gCnfee!+Q5n?k5_hPsTRu&;yEayzGxk0
z9Pa*v{8e&vH+x$6q5OqxUcac)Bfa_`ot7vJV;{;P@11`XPS5|WmBdOMD}jKe+o&e5
z)x%hEk&Xy^f>SOzThb6|1zLmrJIBjq_B^2T!+Lx<WG3gA>x00g$0S43nahL)nPtnT
zFUc^zBMW#n6s+6C_(h|k*z@aeNPNf{^0wbRHPG>^A^mW;Lq@P=g9E;x=2zcY$~(0O
zXr~nF`X(`;m!Bl)*e<_}Vp8pMXa$t~VnPQ_t5#&eV&DJXTUi}SKgLGyz1LM!sue4A
zN@s(@CW}BKx$PfjclU>5&UWWr)K1VGT=I58jkrFB+)G3Kn71deg|T17xnHbspRmv{
zJGSF^%)*xrmD^K_f;JJ?9Pc=bq$}n4=~9>DB^Hid&(w%3^wwA)HGUGRyiK{+ZZcDT
z=tUD0BEBU2WF>GVO8d!p;$Uz}x@^i!qEwfJ`<$bPB92@BI#yjPuRP>1>9-#sA@<v9
zflcqTz|_KfxWVr8JZR&e=-I~#9K%a-^6yCxEBc@PzlHnt{D@S<DF1P{1rrkiG>c_r
z*^9r=G@N=O+0w`!k)#1Xf<$Z(4hh9~zHl8cjzbHv@x@zqvJsRnv@i5EtyW+6U@et2
zf+p-^??+s?v-WHocc3Iv>qsrI<#<rRH=2ZO;`m_2gcse(RxLZ5yYd{QaYNVa)ZMKd
zw9o_)l-K6jIjK(Wt<KB7Cn{q2FGa{6^V&B}&{D0shZ>*zW&Dr1)6M$U5FWV9xvYsg
zFQXV^C`)?jZDdQNpU@l^XtaDxFWwd_l2-+B6NMX9A)wBruC>RY7wa{UV>u(=s@!cR
zMIquxFjg~4KRJW=X*AmC0B9Q7N$y6IdQO8@;iN~-eqI8<5IFCGi>D!-VH4oDqLs^r
zeOss%EL2Tm$hA+MsT(dje-}T<E`^Hqt+jmSzB|Bct57KZK2d36=%>Q$l%t;6KB^b{
z<&>#ZwY__F`oqwxBp|ZNKlj(<M_I>uP+|4^J?1du0u2huITV{kM<1M&fDSGl|J^1R
zxbQ2Q0{I;E8T2-OeMd^8OX*}iR9#joouRR;$ws8K<d4088r&{;aO?2<XR-bm9d=>}
zDTIuxabGVGc|oFv&sH*;eMRAX{^u}8y~1&?m1ynL15;mQvq#MFx~915iSQ0olaAZH
z*ZqLreJ)58R{}hjm-1_f)pJ#EMNg4^edo%aAV_(Sws<6#wZY>^#U&?CNzPt2(>961
z#akq-i>aOzqb&#Y_)lezHN7bG#>qG~=r_mx&!{&hV8j_g>-_C6=N^9Exk8#xaf$G1
znd5qegx*^qf!z~NHxVyA3z1@|U@`b*?K2|yjgWp$vV9k_r-|<~sO*#qM`a9PJ*aOF
z@*(3HtoX_FoaA&*f<W~UTcSL!+Uy3`w3LBXqR8!D8=`1*qusNbbNmZRNOL)g$}$U2
zoTZ>nNAk{?lHEK@ctVRpPt}AU?oIG~E)cgHcts|uIeJF-uxb$vjDRS=d8>OGLH)sJ
z$w4b4{1fW;2`p-kf6=JL6e1T358snk<5OVEV+Gz!)_RD(LV~PfI<|YCo+lm!{HZTr
ziAyCbV+yH4x+~P!7mF4bf%8TNWD>AQql5l7_F=|{=rd;*yKmv;2u94&8P$8@flNcB
z6(*jUgMFPUMGl%Y3Q1AcLD{mUEsoodmq0^$oqN<4wK?s#BWPk*mXvT{%*`bWll)>q
z-!s0mXi$>eMRKQ=Ae!o8Cr~K4GfLW5poUhY7LqjFTF6$4hRvs&8^p}fiz0P&2bki3
z6o+Zw$Q0DJ5TCQbFH-3=_`!6<+q9M1!!1tkpYaMD-#mYlMt=(zfX$}cdx{%IZ;qP;
zDJFRNp<HTmNo9F|vBq-ZQ?L2amL4k;Ra;+#PEBzo{LdTY3x6$Wf6d>0j?H?->2%?%
zqi<Q}x@Jb4tgyg0o+9Z<_f`$qiWHLsC5$ubg!<&R$=##w0I2A6F6W6$@@2Z5(4ctm
z-e>a`3wbZ{o(namHEEOL<V46!ZdVHOpbO`0LvS2=IeH7}G<=RaSQ&MQN@>2EZaxrR
z=i}L;7ly}kpA~ZN%Co24sSt<i8;S%0a>wSUIdh}k$-*T9GFINB<70O!(iAk2Rf*#8
z=V=%>s{z_NZl~L$YY_M`MGV<GM5(?SgmPWrDL{^BIm=wfuH_%(M|5i{16K%ig0Vy@
zm461~Dx*?(Ui9emUx$ji&}A;t?-2i`RtVhqTKL*}Tqy{&;vh^~Ml;o@O}1d}ARahd
zFOdhqY>_FP7@1<9&z}!--2?S^CDcRokG@z3lf(EFhvGNCd<s`!!+)<LTezvcm+Et`
zvjfiv3gMGP@$@yj+&uc+Zz|gQqcf2SNxJ=sy&}cyq{<Fln$X~%A{64{_f<!-d^)$@
zqp{!2iJJ_X%(-`t#tWe|(bhU|t>a5Dz)a^x0wuF9Rpp}mxge!j$1KXFrvnD-dpaTf
zt*_<`L&xCvgKWRCf_@px(l#7Va8uImSmso@&D}!1h#!5c3mc`I?WSqNkGF1dB7<07
zb`#XTEgyy)3WU=Aw$rVKR1B7>h@lWw4<a?MgHg0XXcfo9_~PZH_6^6sLE#eK$rYZh
zYwA2fAHoGytVPF@ZXQxnN+%2bMz0JcpKKGrYr5TYWKVo+Qk&c;nxc*Cnray+UiRZ7
z>1IDAbmka88O6~&9c_M%&d;Ko%YNJ1vo-TCLt7q(kz^?9efU(?<7J@Up$}eW2NZ2(
zy7Wi=Mv|`RnMHFbI5GQn3$6DGHo5CT*u$*svk@8z(inU~ehKNnSHB=ZcUGCcUEDbF
zqmjBAzA2V+1ea&uhWZA+OQ>%S^3D7Ob`CSQ1LN(Pmal4csEd+h=kwt=A8JItZ(oo6
ze=3W*{U~bv+=nvS+W4(8%jY61cKMg;N^^`T_)nUd2tbj1B{seP4wO;;4e*YZ{%-(}
zHEysN=(|$w#w`<=z2l3st?fp<{H9dP>;43KN{e?o`zPHhYra#mJPM&tC?Y1{%xQhk
zJ?ZGn21Cxf7LzV?xKzrKGzovPDCy~K>Z1;nRcb`5)#NMU7G^upXkP)L#b>Jm%KZ|o
z0>7<tL^o2z=7dgeR>T^c-Uic#(*gcxpbE~3z@6_>*Rl|7`5%K;M9W(}RiF$0HcuSb
zOUPFmic||T{@;X5b#}Hj=1@><&j*$L6i|j_;St}#k>`i&cf!-~I?D`Lk|;puul02{
z?Iz`ELzMhNl5>ob6s@N4n^uk@wLE12!HT!|SFrk+dInxh_fL?S6uoo9@KcDVduL=D
z8M?n`t9E}ZxZUFKl*&lwM#IPiwHx)Vq-F*UmI(;lXwMAK;gI)KggQJHGq<BXO0&l)
z8snPM2z>Sb$@x#!O5~ra6>z&HTfd4X$yq;;ZU;5{mL>voTg+8qMdQ$HB~SPNWd6{h
z7#I_8A^rZ7e0YCGo$WKdCYN;F;10JwY;R>qepZ26TgK<=?`@DeMGit0OBdMXB~vL|
zUgtY=y(rYbUa<d>toob@irfY#Ra(tL+7U?7(<S<oiTskL&sZ!ei$|899`#e^zH4}n
z7ICTqt$|@(ws7hhHRSjtDIl;waZO1Qq`brAXMV2$?25Dty*C4ZavG1)twWC(2cQ*+
z;1(I`VV^X#nbS@sE3cba|Dz+ZaVX)iq8v4{EK1^ct->TV@_-m4gY$3x;`V(7^e%^V
zT)!QnF8tvg<4ULI5<r!nK-#B`LIGNyb5}d4So(=@Sb7^e0ruYl_bVC+RWM4FBclL~
z82Z0|1Tz=X^$SFs0+(@tp2gBSk5?A-{3VDjaJYxpf`G`H;9x$98$^uyB%ZZ{B(SJ%
zAEYiY3_wJ*Pt^*f|7DVCEeVKQe^H+?c!}1c`ud9H(?!y{YLw%$0nPlFePWKHi+!-;
zem)(XxR0L8qun^JpMw~nPxrNLMA3lDN9`*p!AA<UZ6^049LaL%Iz~e>wb&wp2)Nly
z?M3KTB58=6s2Gvum21OuMGC!<u;Z1}(nLq&e_`X`=Tq~@AJ0?FJydo{&`8m?$!X^x
zfm3&!j;hh@?8Y-YiJ{4=_R%OaN1!a5tCcVbW-}PRauy#jtNrlQz$tMG+|@p5R8Ptd
z9`9se@rZJiv=d{`Q7OPCPEpt2?6Iq`JJ~rn2+s6o<BhQa4_e&WW?ws8<8F9Nd|3l#
zu_YoLx%GOv6xn%n8>B7n5J6tIeE#SSu^lkQBGu&KWG-!wwDlK_^`}2kqHBBE`0;C^
zX_Efi%6E%`*OXN~_J|80)#+q^{J}n$nw}D#py}mwA}Whrr;Fk1|2^RSx(y3xpq`=Y
z0KP<`;h@?-b+yIv^v=&4wI+?sx<}3tVIhLLiF5kJ)@ZvWV%Md&pT`->Bk0s|ddxf<
zRco$$9;Csvn0M3utyrva{*1AB=^h;{Cu}$_b&IFHwCth_NtLeLmyWFIVbwOQYSaiP
z0427f?V?XfBJZN>)B{*Z#~V#c(t9{+w@U{f2~>x`=u%oynKMp$`oY0%apb9IlFDhK
z)gS-5O*tx*K<5l|5uF%+ClYYE2^<u(D$ebVib6lR?iZ7@<Tdt_8WOqOfHY87S#DOJ
z7{4|;u-*zCg&M(}{`i~GmsP#5{yfSB|3Z24Cdd6hiz+MQ+D&s=h5f&%tKHR+iS%46
zhTTo??@iesUe|nhw=GRNG{0I%A_0_GGT{sT<!Dpw5f?y9gxMW#ws1AxVjpHhVV;+r
zlYp{gMoF*T^7**W?It?${Krl#x5FF6K#uZd`nyd$!FqlIPJ^axpl8(m3KVPVy2R+X
z_a2DBWwJ~`Ht6c;$yJ!RLp*4g(uwO4k!LGZE^(NEr^c?ifkO~a;*WZ*+c@J=<UwSD
z%BxLAP|!(-emP)Og}GwsSgtNw((*XraM8bQ5IpP~pbsu<`i`&MSdItUh%{%rl4v}f
zACb`BejUr8No&bk=HufNn}eV#u)|Gdr5y7dkEhY<nJk9~5@PE^l}F}*lUzQB!-J;q
zLz6km+>z#@p=(9s-A9_sw|4IpG<5;<eE0a*$DM>XAKqLsTZu`oKximay;2Y(vJaU?
z4n#mUS$fdcC*wsJF6X2cMv&1QX*Qo%oA29Wch+Lca_k15ycC*{eC5aG<_F@=B|<|e
z%CirLl8IAEctSzIL1h}_L3AnAAHRE_mzfMXel$P1`j-{uikuE%Z<AQu9#R^0v=+M<
zLBS(Hqttn9Kim;rn<PECqH(cUk4{x^+rXl3)J=7lLmIdw>Jj_{DgDLjjwlU97_x23
zy}kWI<O;RtTlcv(56${>4IMjme^AqZb+S6NHGO~n>c9y>25E&I-MQ!*RVcNAbpTG5
z0!4A$RtaF{zRLX3CC28-CUbt_g2iXwwY-?k4z!Xtu@Id&4VbX45D4G_G8Zg}pz|}?
zLp@jv)Y~kUKDhpk2sQt-xZ%07HWvtPTtdyq#Kfkm=_lhp6ncYbCUtx4UgJ|~0vX(w
zCtYfB@2W_V@gbj{flS3X#rbk2Y<>@GRau8!>7Z@zHAsK@cFiQ*vhXG(rK9<N^iIqT
zv?>Ip&P-(}RD9#4$f%P3i?fDF9&~)-oLxuej7JT3S&xgONr+jWze3_33T=NK%5Zdn
z_evTIbvjvkoV%S1yn?Q|>k$GTE^o9VX*rjP#IIVIo`Sek1su33Y+XKsw_WXyZ>|$p
zn#>l0nFvV@@w1~o6CCXpeX-_m`5I2gif(}znN1(W+}vkd^2t161t$6Z5Wc?w7|BV`
zZUJy@3Y(i*BhyE#v*=Q(bh@r=eiItk{gOT?3PFB^K+9qr^w&L6kDf%LNUgG~-a4nr
zWY^TF^>-fDH_0vh&kIMZSgKjt(_fE{!*7@HP*dCHZ9NO<3>_~AKGJ3OdMA<PNs<LJ
z*f8hb5*WbN`HRg72KCi$>?X;I#tcQdR(u||);emnyX+EN?}s*y?6|)sEttluCu^d;
z9Nv=m2q(1Use+xb1h25wOJWS3<ia?9v>+OAaH&EE6V2Fp><!47DGai{8ru;6w)yZ3
zgNic{Qby#@yE)B(ThHu^@7H$AS$L%AsfeO8dzq$<-ixpjfKpA)?wo^}s;`wFmDO3!
zCn}n|8+33MbMak2gb!}@eH6`DopN78IJO%|873(JD!wzfN*aYlmuFqCv2>D1nlA_Z
z=;?%spJ?!yYDj3op)Tn2cY=QnH~%<73}Iy^68Nm;umzI$*~jm+e^+{y4PV|$#zRHl
zGk?Aa-2Tl`wls_?*iJZ*|4tl|=JP@yOo$baY)jpsJzc-nndxHZ1_s#iEjqh^ol4jV
z=fuJeZM|taw&9>UNhgNvb0orCBw-PC)8CF>uyYW1pAivF=OFBrk;r{kjkN(g?u+vh
zSN7rwk<Ovls<+rA!XtO*;$dls%gbA#t|9jii>ry)e|W6Mrx{~k=dRuD2*Xma;Pr}A
zPzgO9AJUuRneo8GBv*n<biuF%V?z31t9@rrB$yNYP;S#%uTVW*P3W`xBg2TXy-$%(
z{pWnSu-#gn0r6?N9#3;R_Y;8>DRv2N)WJY#(D!d>&}inxi!EfY{c})*qk}yf4%R#+
zqtAWH4a3oxoT+KZe0<Sh@?%&lx1!p^bum=R6{WJVUyFdj&aNfYyGUzNF5&UkPJ0zE
z_RH;KTgL1`FBocRB<_4xGl2!D=3Qkp*d5$HvGed~tJQ<ExIuZC07d*)`z2To_LT^b
z!j@cB#U``f%O<&?uCo13PdzV{Paye1uaz*s8Hc4==^loQHJR;VCF`;?+Y6e9G@;K$
zdr#1cmmQ=-+u~Dj{qUd7hrxo#QGK1PR)`sur+!s8Bv9Lzv9r7Lt01~Cs|$Vhz^W-`
zbM?$543{6hOQN6=T=k<Oz0O<)Vhwwr?Q?2!iGlVyIVB=PxA*lXrue82FST7?kKU5m
zBX+IMWfNCw1$2zc55?or!qTL*#3e#HL0`~=Z)k*crYu_Y7M)z_AV~ShJx-7C1ux((
z)3lw>w{~VNebQde5B**+);Jn=p0mk-aYn0L&!>4D!_1}1hBAe7#xF<YcqSa~>3mUO
z(u&>4l6}0_6X0SxX2_TY>|MRS!b5OTf<@9=)9?s|T-kK~7&`Kz*IfctB0WWLY{WIo
z`=d?D3}-Qcc1^CgDinj&sel}7OwW3H*3jDF%<hNt$tUZX{`0{?@HE(Am;tpgZQAGC
zBH**`hd8UUG(*y&%p@GqMmJq(eU(+d*0OkdOT<7)<?L578C<5z*EE_f9@;wSqSd~B
z!EbF1Eg8R}nz3<8Y~`6nqCNoTs$w$8=zjo1PoVcfsG8V!LsCcl^rxN|Vf4l8n!Lfd
zC!NfkAUZ`9I5V1%ja&=41V2x&m+I>BO{)GOKAimAU$ZsQs;PO#8d4dGp{NAac8QLb
zDTjIm-8F-`Ypk?K6*DZy8>YKiKV34r_=gnXO?Zt#x%%9gwG14&SDZ-}IW-GClZt89
zUEa+q$RrT&^%qx6e&h~^^faZx>-|J*&1C;D3HtR`V&GyrfQPig%jYtJRAHFHF`{m{
z<uK=nXPnW2=2bVP!a7y-uHz}J1+9))gxrI75wL_W4%M>kb`N##o8A)*$GQ&h#)nOn
zzez)n5-?}CAH=>)AVp+5$UHb0;*m!a(JL6CxI(R4J3nlx@LbweGa-WI(gji<c@Yvj
zPa9{U4ydq@X(hdGk+SLt>8!*e1iFy|n<qIB6}^_1)v>x$H#A@7fbcoNFxq0&at;p0
zldw(CTB6bD2(>}xaBbFG>N@ClE@3M|3hWn^qK`S@2gQ%8SsEBPB^WrdN>=U&b}uIp
zejVqa!^2dx4NT=K0bwkJ(n$bWA0J3soe8Q+PB+86ELan_Hq8!oi9F%_pf4KMw}R~<
zs;7Z*_M@i7jE$v<e@q8#6vWt`<}XLfbl(_89$xqM(^pxH-)(ZjXl>iq18g4qsQ76~
zy6`1OzZ=`5{f#xkzXv`U{*GH`jmEk(wEj{M^`^t1KEjn;KHw%N%<m}wt%{HwmbiSg
zhEk1*9riTNPP#|il>O-}j{2cw{UiCb0CZIg9Wyaou2=lJrv_0#UBb3N*&p`cGRj->
zo_zXUL=!8j_Ddwnz;W>XTTg3Zb_OJXK^oAtggwcn(=KHQ*MBk;O+Up3{cW3aqJRMu
z{rEP7ZW`aNSXciwF|9#%aq-U~zxU$|rR^5baR5{oIbu<ZBCOR#E4rFO-b+`vCz98R
z|Eo#36MOO8sXqjVn~oCWqf{H++m^H6B@dOG%uQo9)?l5rdW?TY=c@WGd~TXFcj1)u
z(gICKN;=LdM=m=`XU1`zxsvU4b$pVz%a3Ev7a9b;S^p}kAW952{Hn&Q6xSmG<*LHQ
zn=NxESH|n-!5Cv3_n4)a2S{0*6=S6JQ=!v%DntR>;GE6pCNS*Nz<p+eRQOQnR2ME<
z@=DD^a@|kW-5dCQ)x_lMs6z~jYj%E+XLJKOUA0~3pSeu!Fw?P}<koD#?#U#SkP=&B
z%O78>AVKaWG)c5inAj2Nkk5fF&4&H1Rn5WBx`id{IBU}h3Zho^b2_)FlVNie#AuZo
zryWj>-!Hz1tc5eO+%W4(1693qW^21s58ma`X?G1p=}t6T*!$s4<xqUgnasMcTfE|b
zwT2Fp@EpPG{?U%UrO~82XNJq0h{$Pl8!g7Y&F@RCWZq7txqc=Dx!#UGwspcq_oR=s
z<7S7x1(^2bW0=%ztq|ARG+u775O3}#%9Qwu3Ca!ch_tiMx$-F0Gk=5_rDie@w4Y}e
zj_I@2G1vyfgxlzLyCMoQX{m2XzA6~2nC4(wGZr<_k+9ZhEy4#%VZxnSs?~fXW{*nB
zv%YsI42P9IH!qWDD9X-n=c5J1wKHZ{iXn6;n?A)mxe=+i#N<sT7cy5VVwP(@52?6$
zYVgt+lIlDLCb6;t-n{^&SfiuDnY@9BGu%UB12a;Y4o{6KienjI<NvF8Q#&q?uDndq
zy-!y|`;qOj7y6+i)%RHNTbqq)GznOHH_3(72D^&o9?0hj+@)hX1s~9gzgCKg{w)B6
zl?ZSqX#sBCiL06&4q(;?Q>0zm=oj4rU`$hJk#sP%B<e?CkR&fx4F@qjOXbzWN$vbM
zxZXiV%y;8m7=sh{yz9RoGopU?eZC2>^nN4!B}5+ONabr51RGV0M)=Dgy0;lc5hK?G
zr%m3-DKgUmoEissm6lnd(VKVyJUkpmIkeV3P5N`TDl9-~yH&mu{iF8D27GC@pxcCi
zlhid@iL!=TKJe+Z)pdEPyH+siGpz&mbiA}*&A<PxF%0~>#?VEg@jurX0N*pN?tQ2^
zhs`40`|#a0$nT^c<SKl>lZ89g#(Pa$n0%UHdpaGSadV)#v2cOYEY@GEbQAp>3-f8d
zBJ>*fZIyNEQ59T%IK|=sG9}U9dPjD~NL)McopLVV{#(lcc=Fk5<E4g`)&JlvK38V`
zFCJ%A$Rv)A3=37XfLDeW33JH_h2yk4vie^AC6Uy2+G03=6#4I<c+Pj-VPQt<3f19U
z5|T`+h)5nfawfG5Be`tqP#$ct$#BZgkq68*_bIbuv*BUBVnl=O3PqnU2nU;s7|^NZ
zL%>M>R=dKq6d`;ajg0c9t48er`!fXp+|SI<9IhAI4h}UCEcdiF+2cb7*@I{6!bt>f
zZW{;Pznekmgmsb{7)MG&;WE~9GafZMHTCdX?$V&mzPnCbkdZGu+MPCwOZ@)Oc!S75
z)VTkL;;irwR6??(yebGk!;dRhE>tcqdEa5hPLHU&Sa9r4d7&&4FdiliTl~OGD3X*8
zUFv)}n*9>6Ax5uy_3_#Up?6sP3kBFNqFScf_p*zS)~>&iVK>VhxX4!hD4G&khPRcN
zO?}rVAX{?jFah{!uLz@hy7yrZJieIq_p9j4g@O4F>Gz!UA5#;ItX%Zrv$M_%8$W`0
zOdvozEMKa)gCx#%Eh+Q1H|}Y@Zk8DeLU)0Is6ju~?Dd}rkq^1vqNW*zrbhqbZHU!c
zwe1dxXvbcAB23CVsNTOu<7ejCRCe1Aua|}n*?|vNTC3QUjB%mSKT&_3#_&vL-;-P{
zt~?GQ*bPxsC1We#T8B<<TQiD6Z*|E_@8*|1Cui%zYCEG7=dGgqq!IqXk~M<mKO{#X
zQFSi!sKB^8|2)S+<$)pIJi;IF>c5fo)x$g;&!8xOp>`-~10NoZ(<1rBh=FmF(mFOv
z^LGuVIeN+s3&(y^;O7D%(f)BImZIjoY}`_|!GOuh;#Ph{Zpn0`mL_)dielB;xQkY-
zIj$UM>Dr|n^Rzk0KH)<QPK0#UB7C1muKha6&+qSEdT|kQ1q0J=aQ^FL?~f3&M67r)
zoVbcp(_5F=U#4eL<aH6yJfp2%GrQ_(NZ_Q=7~j7E6#6Lh7T_o^FZ{6LHOkdGc9X~>
z#V-vyFrsSj7^KMH>P(q@7p&xyv&mfs6V%`#IjhlNgB|k==n}e;wfG(0&uhO}v%w{_
zR4Hr!0;NP;0cHPbTbHqJo`deqZ#OxAs83b%aHlN#4|%?diK*xq2zj>`;kfHY_Qn0#
zq*lG1Di+wAmw*0S$eSs2f^lE44<`W2a%w^{Jw*P!KuuQT)EEZn0)p5eEz!i3b*~lE
zxBcbnb2M1)ZEeHTPWI2v>h?E`-hsQ)AYwCng$miGz_zAecBtcT6`aG`yS)I9-lAJ|
zvN5=PNT`$kDQtSC+Ne8jfr8b`2^zaSSQ_}rleCd{L+x52FA<qvcNXINVOD6$Tvil-
zWzC0)7$(jaQCO~viZGvU2D7t~?Um~PxXRP&UJABe0Ni@2i-#I1{9gBdl5cf4)8nnx
z<srs&dy3PVz@25Odu3F~El&cvtNx{X^TUN$J5rn7B`RoFy;zku>Su&}+$J1M<RU$e
zeOh>6iLt@{ZkKSOt<rCXXe>-@nGlsx>_=5cXo>Tu+nff1@td4Dqp&;z>)0N^`lNt?
zl<a)E0Q9iKG1y_L%oj@U|F;+Xn(<Iw`aDKQDHsoMxoM2G)oXcG@FLCD!<K<4CW6}Z
zHnDTXh~+*MS`v4ZzWmu1xU@ZC>HTpNCJe;7K7u0pnAK|EI!0X$zsEC3pUee2-A!KN
z57yl-m7D#dJ}(&kCgX59kWb2Y-A%d(($|~G;fHa4*T2+##5?LaZ|qU2=PDoxfMm0Q
z>-ftRdPX>5jbeir#Y3FX(AC2Gl=e{qs&}oyp_MWN#FQnZ_sd^`z_A{H$z+J47U<jO
z^&P~wIBD!DOB-zgu3P5aBHmk5AIKXt@$J+02koT1)$DT_6&;8sOctr#qw6buFX50#
zy1a*z%olK4yUh$^37ZgD`8Ucm$abkSx1F;H$_ABaUMKIB1U6}QmEce*x^T5LUZ5X(
zOyG4TjulZZqr<i@VK*Xz1cS{+RRxmgSh**gEk9|pV>e1c?zTO5JXipul|oXx=fgl>
zU-HfYL!+ucb!xD<!`Grw4COR{aZ1%9oy>4$3Q5zO?;-n~JEyUffqm*5aj2`>k*9Rk
zdQpkgPRoJCitD}i^<3-d0N^+S?4T_U{X<8!vHq^HY35eTWEeeGJowwuQX+@rmXJAM
z5b4X!QSEwrx$ymsu=gz-#<uVmU-f%wBzf&r?{!bR&tcD>O?GR|)-#IFyb3wqPT;ZJ
z*yH{6dNVe%sVJwOb7<HACmxCrT;am^5d|uwdleL|QutvDl;yZId<>VD&pwfz99u-$
z;UXWYt(mkD7CCBOvsD3+@*ozh)uSG4F&<8lMniFyz4nJ-yoL8?oNf~c4dvnWixL@`
zngO4Frw$qEMvF2@7KpO)@p#iCyOT_;N~hQ1np$4b`bVfayCm&uwu%yl>5VV<k_P~1
z9(^-n3!}*;D)u%y4a=iNon)^0$E&M$@RZPPAkr{eAe(Bl-eL?IkX-eDdXK5cB`7kS
zLNoI$Rl5%-)<Y%zGGDW`*My~i`pFzPgzNvrqfI~gapB;G+G5<oiV=F%_`38Ok1Wi8
zVI!QT<9aV=Gw1bfv}OHR6VU~sY9ezQk;>T~d-?H(>Rvn=zi<0rq*wtXR33%PzN+oT
zwDJ9=uow4(XKTAg>8uRgb?PMkeM#c8I{yin$^3t5@DMJ0uEo=4*k4%+xQ>DKYb`Am
z_j;k)nJX^O>wzEIuI1uAITII9-SqULT0Qs)i*03GC~Rt^yKz}gaaQP<#BuKe%#F&L
z=ha|)^OSw8>OSRQhbo9LOVt`@Id55eXEa|Nfci${qTJNRgzn;7Dfa4>N&6q+(E?K1
zeQy$fthsM{v%(J{^vGBoJn8t#$nQU^O4`Q?V(>(}>w4eMiKnf@K`^AzP&s$wh?!2L
zRlf#Lr(l(5($vanyIY-}Y+4Th<DL3j-(rNoDzF90LsQ=6c-zGOP{O2cd@-ucVJPMV
z;O--D)laZ(0Pa?)HV_;Pow3CncaEr+gpkKY()4(WeX}Z=AI)HLBsmenh|vFt$(|*1
z8?NFdXA*@QF<>_!)xC|OGt3v!)2?-(s0f=A#ba)?f0L}(yYXn`N%U_~2>A$zHwvjL
zn+J6ZDRS7c=nXy((s}Zay_IXXum_G3FqqoF#=M}&t>Kv1#uB0`!Er$u5(4+IPLP&S
zTDQ^{^ZV<G;sUa_!Q}J$;V@<KFI$35@Ht)%E=Eaw%V$tl^tgeA%D0<})0ni4rsfC7
z$jva9i1ylh^x_h2Oz4>LoVX}xDyQ7L3t#b{P@YTrhB%uATIdBR2aH%ty5U5<Aji&t
z@zSrRm={&udi>s~XrB6B#vS9ONv2&3I4ve?5ito(yJ)6jiY6Y;QxJaDDY#7D{=xRz
zj1G9dOJdu&xULEj_MGJ$<{s_h4|SlkW_53Myi$TY!vlF=S#oi?Wk@aUSYq{cZNHg?
zZ4IGqXks5zUV!*2C*7@L(zZCExqMiBXOH~&>~Y38IWIEJA*U6k4VH-Fx}4E0HPnGI
zB9GGN#dPL8B){S_aZjyZ6VXr3q#LtRDp!FAZ_UBwtpNrnHulNP`e{=g3WO~I@!>TO
zIGdffw7K%tqkiLaH<#cL$o4s<#QxyktjwktH{?gFmux|n9t-j*ziVAKHz|kJ6>NY%
z>sgQ#sWI`qk3+V!RV>w9-w&d)2qD`c7YiO}k2jM3#QQip{W(!7%Itfi+%atq@Zzl>
zv|)H#%fR{~8vey>Qq%pNUGksUX6I<sHjs!5|20ILzH%Yi^EVO+Hz&*|X?h*{Rfd{`
zB(n2PMgKmIqJZ*?<ZZh-bIXOt*yQG?TvZM9V1#n1{4R2R@3s{{SU5~=Ly{r(o0Y2N
z`|j7WD~rHuq5-1pM6p_|b7AVJik$3C6Wg+qwWKM66?#fOUs6zvE~=Jw3Qbb%Q6=RM
zh7{+7XwMY(wo&t%6Rin{y1_}!Rgz2WANnx}?Rv;|b=lyv;n?9LY2ixEbvG|5f8eAb
zos);MUk=!ci?n*}=?L~XCje@RRzP<{QQwF=0%f5KE8d0u9}pS|pAhtUu$fkYb$-~M
ztv`=e3G=TmNr14?rV!7H_{*-aj(z6m)Bu<6m-qitSH}}2KHt9v;KYAtKr8oK^<30B
zCyYbNRhS1g!o-&Qu_hu~_WlHrbRidUfL}?dX>X$`H~?u;2m#tJfE4;)Uo0fa>pOPT
zYQ1zM;#Y#0zh>pr|9t9QqC!g??%_=TY#LisEvJzbd-^s2kHcSP<e6)Av4gtWg%MX9
zB!8f&w75A~<NBcx14<F)q?mU3uMhg90}z`3CeB#JqkdpeS9t3}ehxY_JR~>yia)P1
zaE_Sfyo^`DPnV?sfv-a>RJ6RRzf)44i3j(DhEasPK42qM(B#D>uhA<-GD^Q71CD~2
z-Agp?gd)C{&!TNg@z!M|XvG%sD(wk$!gvIg3^%xYc?Bj%5Ro6X_t<({hiZhr-jc;K
ztp0eRfByUtOGg`AhUEw+SIYXEF@(&?b^?6jfJ@+2g~c0sYo|Z__iwT2Vh~(U^u{TZ
zy{ak0`-|*RL>?a7o2{|6Pf6Jo(yN#fwW$A;D}+^=-MR8l{X2F-Q1vVuP91R3rt`&@
zBQ2;3MvYP@c=C=x5Z)}Ew94m>kBYBb+RM_tG;L0THzE%*kc=njPT$o!&+BGRR^@62
zW_RwcNt5K-izEXUPC=0(;h#ru3ceAmejC!0+z=vt+E+&b)FR*wZeQviNi-g*l)d;?
zsK!rGZdUFNfUef|Cq#?+)z?fV-j=$M8}4wuS-kTjQx*lGgN;AGb^;W9_Ke*V1&{w1
z_%$EkuHfGWQ9Opvs9z++;0GeWxC9{tSZ9kn5KGQjgNg7MsGGl$Vk<f;-Q95ydyv0|
z1^#2KfDkRVV*LNdGLv!$BQL)#5wr59LcHRB0_E;kEw=O4##t-4$5>Qtz78)nvVCX*
zC-_O%>vI?l#M9QqL$Z_u!iF^ET9I={hSi{&Cj?!qcTHexpscX{9sz2pf|gD9p&OY^
z<aX*R>+M9*?rL*(J9#p4f<W3vNq@OgaETrLkkxZmNk<WKf0LB-_ORRUO}m}~J!%=r
zkmNp(1gw*^RmU*AGV{4wfom}I^v?H3TfLQV5#pQeA`jaK-BbA0R!_Uovw9N{*krSb
z48}`;tD#!wVFUb+x0es=D<8UlIPfjUGhe^(_OlkwvL{<aqp*y<v1&W=1?P$-!JL%~
z$yfH5Sg62u!|OxrvUa6(9$iXM0RFCJb@nJTG!lC$x-y}K@mU8Tj7UqYap%hR8mwXg
zZeR@9;yciP+`zmMO2dF<>;EE^k_i@-F%%H&5UXt$i{B<5X=<EP7%*;eyd8RYkL(=;
zTOoUOraZe&{U@*n-#s<8iCsmq=&**aCjw2IThfk{k3NX1o*amerhr7`fhVtD&xiB7
zK~GoX^o=h)gcbJXmjpMjLpQ<rvvdO^-3ToE%f?L+sq%?go9}V|MW!VAiyk{U*-+!*
zkK+Liby<nRRyi}y0Okeg?rg<p`?30MxRpjL%&*`3!g9-!W-WI<Xg&dJ6>#yEFLkGQ
z=-Fq0!I8@Gck{)H!l$gerAY9AkK#UyOJuM$ou9H!9LwU#q;h^Xr&7o5@b)>Os_q*@
z;;_DlO_W!T`ybPpqMIaW`sZk@S3YV)F}0RQt#6G%zH|cvg$0G=f#Q9>cDmmdGRB=8
zP$zSug-m<w8(^n%pn)(JVB!S<42+xqHt}|Pdwu^-91tLu_P=E`f!DEHNg>^Dd3hAj
zE0<_81a7bk(b>|7n5wq9R?y&G)5Z2na{kQ7H!4No#gB)r%ZCeuhzs|d<q_l_AHE=d
z;E_mB+%VOhu4Zbh>`_;8`w7wVJCO-~Yv${0`@r@=!nvD<u;x$Mk4=kBPr?a0qmc`2
zpEE|<?;)NWp@ZK%WBPbDY{mwC79LB*;%a`_0wOsKR4;}S@pPvF$C!I~BonzW9FUeh
zYn>O&9~DA{%0U88m+Wwx9C`GCAM`XpMCcIxT<uKXYd<d$*X2rG<KeYGchp7CwdQX0
z#|g+TMTXe6zDor?vFS%%K^55_mBI$=bvrN_bsv2l=O_K^)*Lu(dVIZ=g}LsbmD0)X
z4=q1mxk%HG(%8*ecc=sIzPC7W?bfjn@=l}ZQVJ4LC=6gb{Z{^^+6eI4(g?C3(fIw%
zzyhY20u@U5Psnn(2MtmR#<N!v6%fu(-@}-tyH#gtNk!##kj7;rc|Gk`EBT#-)ISYE
z6y)di+Da$-EeTQq9#uSb$N+{hbCu41*v^C(D>Z4{OSVGW)<|ovOPQY0Lb@y#WTMt>
zeQ`P_Vrb+Ng**axcT7I66_n_(=Lv*_jy{9Z+S(hjRK}yS3o}(ra_C-0o^Km6q6vrH
zIulxWRhfP*#!)gJotp#?H@d<4__8`;q0yCikEq0>j2gk2g9@nprJsPC*?2l!@g3^)
zRJItpe(yiAOC%`6bw8^`@LI=eXdTF(jP?^#!ocWjI407XtLKTpu2nu}PcQBt*>KuP
zEKrt}MSdT(kRaKmN%a{7vXsUX`Q;>iPl}q9iLX<fpU;+Kt5OzI(to54*f&5<6Ayi>
z`@2vD;zAR<GH6(x?VX%H!@(IcV2UnG+I*ECE+8VL#h=SRY+I*=P|v@9!V%q~_*fjY
zYb@Cz$t(<8KLaS;5hB3nVPf4{2hZzXAxLWENXNbb;a8(w<28*YOY#pc=oj##sjH)<
zwE<r7?+^6LLNPe3+vx|n;y<_)zMaNK5f&ll63A!)-0fC^J1U*e`}OhP=uPb;P7Pir
z1STaZk<a^h0JX4v;j@KAF`NdTS?hD~!*?#B*k6AZQ~nM3+;ljcV>N|D`!yC#aZI%S
zuFCviaWhFip9%Ym*}x{{Kqw-G&WleT0q*SybphK|qG4@Gh}8v>>|T<m0t9Kw(K*#T
zEho2k=eak_2$q#98G~?w0!h`)uDg7xq65j^gQ3&XwD{{V*LT<Lv1x9<FBWo3I3|Jw
zG!sVu?ylNj2=8iu1R#)OxeAW0tgPH;k60Kpd(-~yyfb2`rT$^V?Bd@-yKx=@qySYB
z37(?+zguYtPU2p0CUrdSwr}wtO_C@NL%tV<YcVXK?qn<bv$5b?(B~ZnW~_de5`Oz@
z8^G6wIJOFbQOguGS%Sk`!Vf5|%S?JckBwEtn1g~7>pP@5BPL8G`m-{ff1YdFs$VF@
z=R7RC)M$h1HR^lNe=i~9kZE*$U6XUrP)2VPJS;1K8&q*a#{D%r?E-g!?>?9ySQ$fK
zX&dVFc>w$~ol8{*n$k&J5*F+ZqdSJiTj(tjzpPwC(-Bj{XY)0uGnYrm*&KQS{m?~J
zXdbwg&gHL2FEl^3#K;|6CE0A!H<siVoI1Ks9grZTZ50kN8ehJBN?+frl`dH;b@|A>
z#mCU_L_Q3;gBHom2!VRd0QKCM8%*>Tr6B36zY~MX4jAEJ$Srnyir%&2Z3vRm{F`yj
zK0>4X|JZxW@Hn<*OHhm!GfNg(ELkjznc0%X%*;%-#VlFOY%w!4Gc&8i%-AL0bMAZn
z`u23s%s2C6=KiYsGIv#FWX0YYu_D&m@|GSz*tvHFE*j-?-Skq=rz-ApUQpl$8eaV$
z0M(o0wc=TzKz~iL%XJV{4clg~UvBuxE|h>|&aZUt@}L(JM5>Cxb(GRX>s8B3@KdwO
zjIG~GH04>Xh~HJ5h#voE*$jcW3renjd8i>I-1QGsl3oO?3W6fg@}EFD1BbT79&O8n
zA7{zF6Uwb3mlk=-SK*~tJa`j$j8~m%+?o0x#jdPhb6IqSE<rdnh_B}Q2{Mz63!Jun
zXyD#Kcwok}(D^uob~r`99-7^<jfg5WB6``zC!N-|5!NGMAvZaSwoo`gdmC^bKrpD}
zl4+CMAedDygm`Nad^YFz`<XK?sCClsy+O4&0q|BTOx!<RMg)om?LkSv;8w}N*}}Yu
z=_Vk}%`xUqCJAW&6G#CiZI>L3a_LnBYaGp+DPiAJ3f9TkoS;a`F9zh$ygY#n)=A#(
z5&0?J?NTwdjyaqMhaVo-96Q~sv(HhXmqB9FqNA-OlJ|Y3^*%yk^(qa6z1zaIlDUvY
zhB0kqq6=hD-s9PGQhPp+Y*8LWNv)uoe`^_=XsKeJnF0g>`EzJ|)o`GfY5dc2Q-!k)
zSOLEs&f>qiVoJaOb!uwg*P*Tn@dltciGSg6m(G$%U;Ddm4os`0Cv^$-)~s0zi*m4r
zLTj=1-@-E1|KvUXvlEq9{tr))_%EKKg=HqKA;*}JUs0iKL^TzKQ8ciLvTG)f)^?kV
z6U^uxX&n}SE6%TbFT0!r6>a{Z9FwG!a0#0FUeO8TcRG3mwzJZ$zf?63+0lQo%uD7R
zQ)C&UAF~B+w;E1_4;sPWOX4e5wFOu18}puqfaquacZxThEyrlnwku^?&#_0l;Gf@V
zo;-ikJl9YqRb#d_n_QEp`|Q{Pr4RC%-@9t<bRNx&=cICw8(jAFmf0rtuq3hM%EC$I
z1>buw1$pAgJ>GSAR<Zth187K{7VB-+s}~mjRl-xCQjJwANl1W0s%i>PHz^4!qdDLw
zWP(=PtMDzRMMWht^eYTd=K|0EnFn{M5m!C#BSk*Qm&nlIu(;xpucA3oVxoPyn5M(7
z_B#@LpMljOw2cE15&k%IJPZR*pc0aZf2I5bI%j{QeAJMn@8Y|g-4~iZBX<C$zhYuz
z=|F1!4>*u4<?|ud*H6EWZ6f2^kQ;z7fD}&q!G|VOac{;KhIm!Cc^Q=>ns)djqi_no
znJ7ZdtC`}PBi1?{FHysq%eXY$F%HL!o*S`|2cs%nA}Dh6shSXnCr$8=O4q7zZy6c&
zwrcbWN$;TJZ}?TSPvc90sY@Nlp11UN^WkhvhI3dqrjJ24+WF5rOQ3j6s;zpwk^iOs
zgY&~Vq7YarPED_@zKu6wE*4i)pIt1S_A6Ba(m^x7s?Smd25+_go<7rbeQn*~NZ6B^
zr$(eD>apc@KH^jwvon@Q=hQbJPhR-C4zvCfs{#lF_UXI-LBc>iIxB&Ko6Ge!N6UuK
zKK)&og$IkY8vqdG1*$ShX0krvp8)}UFiUqCKHiS!hd-dRvZ5;`h)IZ^Uu=$e&N9!!
zf#kzwNH2dNHLpareR&W!nLs-KVxOmQsAJ5g1=u)xz|_U<{bR@XCINY#Vy8eVR7wG6
z`dg{K_4XqT{r(eC;m?PL#Q7GGc10YZ!qE;ejWPYyu40-^!TS5Ey5pN*EBk<X-CZPj
zxe5>lgfJxiEb?@mk4N~E)r3g0IJc!4+PQ6w`NOj(phTrAA3huMP}ZoU@(6J;HrW;h
zX=YbA{P5HpCSyaW2)%QwmsP<6ilv9A>v>@9jA}N^%^mFg6wx&~KlsJVbDQ1c3l*mb
zEny3$gF*@)L|=B?*?k`D!Nbj~=<Tz*atA{)v3wMd1sZ*=d+3KArf8JS%}wl3HMajr
z?Z?Qp0!9F+TM*1A%mE`+ctLW|=TEw`a)5Up1@rQJSe-j9J}(?rs<XUyhVx8`*Jj2t
zd4q_0CvE0${Zp24SK#)%PuQ$R;0vV_A@4(qI;&A>0(p-PKKBB>0_i%(CA0VzkP?ZS
z4%r7VvAXI-^K&~wBJhw-n*j$ai4;VT&@NR0Qh4v0_sAT=kyP=U{OE`C9pDwDgMJwG
zYC9dxmQX|&PRnr#WR7n7=uiPCcH_wf8}3lK`(P*W+G&=#V)iBK0F)(Rd_d<#dB32(
z`Vx?Om<Rq5!fW39VXdcIpB(bA?M3~&YjQm1N$YWjS6x5f&7;f7Dam-3KzRNMsT}kd
zAZrvZ^4kyJy@x!eoD+Q(30uID7ILA~^D0{CyvKwd%a{*>DcPO18o057(XU8wq_j2(
z2Y<JbsMhwd(kBNGdg?^wHhvFLz?DcWkr0~FmcBj?Y{4avi_WjbuRB+&fki-I1(7!0
z5)bEu`HzYlkWfOEM;}(4TYM&Gtqo23_IuGea2$$>rgdi`;nJ#08aE>6NEldkvSM-P
z8yInM;^W2Nf00QuPPEjv+m}*J@SMNx6gFGmZDy*JSOV~-Ek(77q`3P0lf!7;6c)#t
z<i<`<ei4n-hZ5*((ohiO$!aqGGJx$bNp?qj_7D0XD0!v8au$vwywKni+FcF?u<BD8
z;6%z~_cWtj?eaj{>vM#ymcm-{nvVdW!iWGq3RbgMO+SrO>#;%u_a-Y*)1A*4=Lr*#
z#}QQ#EI%^yEO|3`oU!EpDQA2qcjisgfGNRKdr3}*C(kQajIgZD;wyi|>631!vw#~J
zpy2S$BYf(i@GFez?iFA0_;2{(@AUArb~AO)SSOrgA5y1+O}_#(2~Of;Gti8fB~AA@
z5@582fOi_4odG$&pRL`~hvDx^kG@CN|3qd62y#Qz*uN<~S>}h4Vb2|iVO`Hg%KFl+
zC|bylc(?xuN1BbruY+FMzP(wst<DT|d9J&#Kf}|2V$*iMg@y1`@qC!%W}t?BoUANm
zgo7byOWUZaBwE;C1!X1}sC=gma+O|_#JL^iT)AgNN@&lf!T0;D*O;ADWia;mS{D)#
z2<$|NI@p~gyrqfecQ5_=ww_Zq(coy`-|nOq%XccT^?dfHp6SA~C?fPQD~nd^$^Qe2
zhvIDMsbDmcz=)0ly5DTe#xk%oaK8{fX&6r)3)1ol$hg%fFC;%o1DQ$|b7uf=<s;hX
ztTh?$ba3XDL6P79#^#Crr6L^_#aIqz`Uy9d6S`5cjxoUG8&i>Hw}Q#wPr1iYdoXj4
zLnBzHQ$OG~)%Naufe3R-D>FfhA`3j2@qnG0)#+W;vs9xVF5n}b)ywhR<u6NIu&ynj
zuIJeD=sQm{2gOMOSh5!FQDACfV=+%Tm%%OtTU&DTSP7gj-Sw7RL4o!oO7Z!uzu&)V
z1tZc}?P8yE+O0l!BJ0JmfZ8n{@vAASFqU5{Rg~@3GvsA52infn-CY|ln62nTDb#SY
zkMmKx57)@WI5;6aO=pfcm0+n##&w`<!>Iz%NV|IEw~D8Z$yEy|y{r%(qrd$0=+Uy<
z((F?`HA<vpx81inGIDc_&=eMsbvFGmKaIfeFOo9iLw(b;B)0QAXSlPfX%l8i#{;X-
zuG*Hs%Fa$0P)_F1=;1A!Sa)GIHdUQ7pRd*fXIvim6!)t|Ui{S%^c20-2JhHwt6Wt`
z-rtCPOsm6IV<MwyDV)o3sSm5c<!{2Fs(ARFJ!~wM)8GLihm~2KPt`cB;c{VawtYD)
zEt5Xf<%t9+4$0a(6+|cO@dmZc?Ho!gLe70I0BD&}y4IX*Z4fOBBduP}%*iL<Sl!Yn
zPT)B?3I7eR#n=UfVL6@V5_JsP@ezF$752Smle=6Cm>SCcN6m&!`n_oLBP>=EHnM5A
z5`BhT-gb<eL&6zmSUnmcHtOg231ea$u-T%5Mu+ip>uR|&oCjGy#E1N>l_D{G+Ruxf
z7KYmpb2NGY$0y7Sh}R7W6Rj?A2C^|eXCkmotlN@xFG3ng7OX|wqObVXM+gZy;@;Oc
zeOr*u-(OmexI}0FsiWBs!);Nno%+TA2Ns~kgS^Ju277N}>!=^Y&8BiG%hlibsRHvO
z9<XjxHekWDlO{iPA-Oic!GZNXZFe}}7XL_2yNd@aJ;>jzoxq?dZ2nI+!}dSTX2N&u
zsEy!vimtzMB$bS>@K}yQmLuw^^_v1nF2d*WFq1!89?ka9pUmjy<}~bwwbGYNLly2%
zeO+O*1#<4gaCby3WoGg(w#ruHN#~K{V~`gL#{e^CXh${-m$49b8PW~)JbF~07b#Ep
z`ngc@=*<Q@e`Da#itm1<oR7%={D)*`L;?2f8ut!%0%>-@rE)24waBMdg(An}w>($f
zcc7Z4p2+$lVb;@bMP7*8`Lj!ms^g$SL57KGwt#;vH3!rp4ff2KUiTk0m>-(YJ(3VV
zF}S)I{eN5|P31VfmXSqN#|5dA=LfHH<y8kch9k`rHh0?FrQ)FX24gQVCs{L0wg1$v
zZe9Lr_l1jvIh7`7zE{#P{-1O^l|vNXCX5H#!DH3Nk{N^WZy|!w!s{t)q+as|-mgdC
z>TyPT`x8aV3*eTbIC9?p?@?i9H-hOWz|bbR{Q|S`^9^SyT*`Ae8aZqCw4bJ^4d}#?
zx=^!}L`?PS9<uI9+^6lyDKTFlO)GIL*75#BPV~F{3lSg}?0vUbVA%!U#|#VStxL0G
zRxz-t1S2M)*68!&l)PF(?@a>pdzTl$o~Eeba85hIL4-t}cNbVF{iBQd4<g<F%jrwx
z|0;d?-_nx-sD?LLsxcNHtB<leKxnH0Lz#!6xe7-b6<`-&)4p1HI52xxA&&+Mb3*VO
zU42d+{@#SoVGFX}SgV;-(?hB1L*&w{$I*2|5bN_$x4jTiD!xzle6nCZ=1UmQ`s;00
zbGCb%lHSZ|SLZWB<sq<9cMvGtLgV%cQG3x`#M9G0AleJ?3F88G$k73=dO8jkPDHjd
z!9h`p8LllRp?}FjHuEsAfGQ3yPmO=1CSfBZHQLJYYo2mnKTQ~_6OK6<?rNxcP&Eqe
zTpDIrwUb-0GHXxcx7*Z&q9D~|M|k-><$U!YY~78tzu~=yaEK1uT`%;Fjq@9aQZ?3u
zFr2>PxnPl8)B%2_pLBc8^KjH-9+P*OXf+@+CCoowZ<LaHlp+mG8{HG}dNT74FNIND
zDo1V&Q7>AIS{Ll97Y7d8L6p4H4|C`p8QdzGzA2n{9v~cBl!%??O(>rjoB<^eC8kZ9
zR@o+#wws+o5{pmy->|y@G<1&o@R!9$@3NPj*AYi@tWBjV2g2q(OBUI6)D(uj*2xPY
z`m?UTTe&qr1PWFrnxkPdrRS#EI)3jeK10*;QOhP*WygCj`|dsJR>7x8tbS=zRQ~#2
zxp{5<t<8Z)V!C<|y6?+0x}LxPQX$KtN@6jV#|I$x>X*3))_ojXL|~UJ*XF<)PQS88
z!xs&PdRzNe;JSpdKLd?<owu<)iHvr`uhG#M_8WcyK7vl8?q^`&kwx?yA05f_^Onl^
zvoZO)W_DZUCvw}h85>@tFVz$?4j8|Oy~=0r<jO_K_=GO>o5F6i@Lqs|g)>G#y-;TX
ze~#~$@Jul#?w6NU%wc;h4@s_Jr1GfmQdNN4)R@4JvpYc4(UAa%bMNl%u5fdRsrc-?
zIBIEIAD5raoHPu8|1juEBYiKqoU~d@_yH(lG_Bdut{jK{!5M0H%mz!>`4`kXPn5Z}
zk6&wJ;QG^2pq0=3>I(%$XFWVt=>4G0e=NTqZKJv5U|dw*f2<6)paDdZ$h=;KemR#z
zB;8L7Biko<I`LA&OBt9cvHZFZ6dU_pgcZ3$va$cfB3I!2QW}2DgJ*P;8`N7B*>3#W
z3>3v{;DmL#1@8mjRL`bh*W2C@1y-?Yyjla4<g=CSL=)kAY{jP=c>oyt<8I#0t41<_
zz=A_Zs?OE5XR$Xc5`I=7$EvE{<Gw$4w@9$SN2NZtl<3FO=P@J6cNG{dzDtcss?*24
zUoi7CV%9LsPfkz@Ob9fT5qhQkcl%Ac*sO^M%g_A8rwy_vZ05L07<F2uvqt#!cw*%d
z-?B2&4Fep_Caxk>c3DJI&%&1QKlr;umKVgVdM^qPou@!snMo$t$zG@xie9>XC)~1}
zghC=}L*aqt*X9tvZ_NUd`?9*{sZ^b<sFEv@p`}#UF81$&84XImOwg=kj*r`*N7_ML
zzssO5Z(ETgxtFTEP@eYOS@t}5Sc72?_hkxeNrHUqcZ%CL5WZW}7x69!Ydwdhb-B(}
z*7jN@#7z`~RQ<0)oBV*|Zlt_gU>hQZ%IrOOIiEM*RZty$$LUoh7QDFmk1y>{4$AJB
zDn6G~TD%aP^DVNO8I-V%u)0*Ys!Z@o`j~ZnI;s9BqSrRp-fn+Yj+iWrVfy@A?|xp?
ztJ53q2${-ACu|-xjIk@8E5XLjvA+KNt?Nqgwk>L8&9&F=ihs$vO93n~_>2kgxsK!>
ztfVvXs#gI<0)HGn!y6~1Bu8aRf9(YVE&1Qgmg}rJ#*aAt*<T`Jf!d^>ZMqb&$9Dgu
zT;)0$iHSaUa-$X(A5Rlmo|lf`OVD^YETF-JK2pGoN?wQGh>7MNX$xnZ%-@*Qyc6j@
zU2Nh-R(MJ$YP>|N8Yr7hVx2FPU6RZHw)rx+w7A_kmnYV_fcb}<mm)2v{SOIH!saH`
zZeSG%R@Ji=N^hyLQtIh?$$?pf+9s2dJX7k+6yG{<sXL>^5(ZM{G7)uI_qkqqdcnIG
zGTeQI*5sttzf_;uJi#b6wK;H?LTx>7z$CuQA^vHs+mobX)bcWc4r3G6rD~J_b^VT+
z=9-uwD%#;GxRys!dk)63BkGqFln(J?#4S7wjpp9|w_YcuT;MhEDNLdA;3|7fr7QTN
znk2`wF`OMs@x1EAI#%<*u-n;gvve&5B&Py-p^QSE;4AYAn(AC8^T0hA)h$(SUnOLo
zIAYcU@Vjg)1h9SVRCw$#eLr1hh>tg7b1@C=0A>mkYRrlAKGnNK^cZp~CHOI^CTsK9
z)vcuqKr)RX;w(nvKBs8yiJ{C}qo+na9N8^xu+_F_PUi{Q(L?{?XRn$)^hG7Oc+M3h
zRhF^j^1NPc78dr$J2vf4fN$<+BYNX`5WCVIB3GO|b?`w=hv6UviPgM0ro3qTQFTdP
z7&Vvo4u;Z$L)>Gr+sOvDnlt<?)IFa&YlCF&B;g)591{%c5yvjro+}+28w>UREhjEw
z3^8GGe^O)hB+I7&x4cPqInZ^jOSqKBqg68QhV5uvP+i@9D6xM9dIK!j1aXheYB}6L
zb}x2aQ);;N9x+O)v6hA|oJ19!{~(oTd{?}^F;pEC>NHA}nk}r{`T?+*xLcoy@OKxt
zZjkLYoA+DK85hVsVK{~SG(p7#>D#X5xRfY9z)%*`%1rVf3ZR+G+(o-l$tl9mI|lW^
z_(D(nJ8}jIQ#`KhNYap!OlmO#O8ltHjQm=dZ!7RhxoBO4WV-}YXmd~cx{+@$KUPZm
zrqd1c49v{-iF#gS5wo83bEvCn+@s%E1NniwqWg15Yau{<D1?t!*$lak?Z!v~KfHXB
znXL7voka$GTx8ZF>jGo3W89<A9XJgd)k?~m!64NyE1;j-(9ECdot$K%{Q$q;*S~2-
zWWu`^klE7qxYbvl0a@mLaXb-f^5*jefQ$DPrT4;n;=Y#w7mOlX0gb3LKMFn1FLUx<
z;zgcLQhH)W7{a2Ejf{og42&%V@;kDGTN0)^I-C`H-N({_96A{{2+1t@Pd^jpcx&h;
zS|{?F(;Hn}oSm0jR}@Xkj-G9-n_SLDQV*Vu_f{OnQx~oJW<PH)IbW>^@FtDL`lpL9
zTy}x4VmVu@Ctav~#DQf^1Fx~|Tapc2mttloog%PmO|Rg`iuY3+i$4&o{0_U#Jj|UQ
z5)zV8T!c8o&dl7uu5m;)m=-H4<TC4Lq3^AL$gbtQL$;o9uf4f<skP2P9@kYOd}Z}p
zcU-S1sL_0s!*2(tF%Ki1Zg`C~p=N>aJ2-?s%0`jR#X&DApTR8Zk#~Fjou+}8k<o1J
zDcjWGoZ-cthYz2Ry`0f*@NnAZ0Y%99U0L$&ez#2`BIt$pesa<^EbNzYt&inTSn1ss
zCO<POT3WMO-mc_A>`Ca->Mq&WWZUbHBsEM`{X4g`4+V!Ej0xBC=4>q|PE!lM+n9qA
zaV}dFQ{NFbJJ!~9s58Q~_bUv3p{ofSTQ_vt9=Sj~`u;GEh6;DIoFgTYOz&}}O<eHO
z@33d+&GO^;0Xkjog$eybCLTa95}+Z&LOah670%<{Z!&53N;t(f2S*TX(n*KZDq4&!
z%OUky%QR5I$;qjNKs2v9ojDnv>k#u;`*UM8$-1c)aDQ=T^?5ujwnTvF_Ld8Q7%&`6
znOZ}A4xXfWQk5BI>pmF0NxKR632pj?Ppa}Pw_%LdD37V4T?3~4z1VmUjOog6nmXnH
zkKIM+zG&WXoQBgI5Se`KvZnw+phhc|&)cOR`13g%f7tN=M|XG>M?)^UhB=+wu<2X+
z?XZWv*|`z~LGQS{tUY9P1y_5$=OoQH#t;>ld)^=rRj;%8-0)|7vbECyR!#T;QzQse
zre8JCDIBl#>c(DXR30<hHpY6{bJORCSyMKWhqOQ1P4^6TXgC%Z=jVkq@Sv@p2pafN
zaI2+cCr5?|Q)=2hGGB)!I_D8a*A%I^BIG9mG9%h}Lo5$i*}u53RuF`uXNs4f2Zr$N
zXeWgBA0|DyY`_&(U56w5OjcRniy*Rk`0AZiU}Db;Kh-=d_<4HdzV*m><2TOdlN(x}
z*k2^;g`NFzt1uH^PRgf8qHiAdpmNrw;349td4tHN9L@L~DyF!LxHSr06t6<YoRS1S
zV~_iFX!SV|SMVGK_w#*|3Z-~Wq4VUfc0vx(J!>Io7!~9wVTGqmHA<xap&FEJEP63w
zvV3Q9rp{8>O3}~pQtO5p#bm(3z?__bXQEm&zZ*ZEG2?to%plH2xZW;mN3oNZ{|&1Q
zN@CO-Z^?thZq9tkL)?$PM!NgQ`XL+RJp1w|g7Xs%w3SJTbhLbSQ=guG1|@2O8jyZV
zY}~-CXB2yD2m`Hwh^kA<{M@MYdTFfTyIyqGFP>j%rb@Y$bXqfBW51m`GBdyW@-J+1
zd(AgQXLLilUkCcn+2#dOd4MHD`zLEiiTwIiTRGPxp{Es(Re5xNsEcw$%Gq+UIC4M=
z*jc!y+XL>)Cm5YJ&W>YtBW~p9)}=@NagUyU+`z+f@j_Qp%>a7axi}azj@HF)Ia+ay
z&rF>+6oFXB!$oQCmx4-GaP>kPcC7Qp07YGR0zr;qvBn@i9HF`$BC9(`#;dknDA&cd
zg_U$j<73^@2eu$&^S&n2W?e^{?WB^6mBLQ1mrbvU*R`#ZjVqU#qlZb0{7TMYMy-!c
zuD==ZrZU!;T)Hwm_?RNb*&`Tq0m1%zNfs=7wJ(oqYO<2cN&7mS#1cDm5sbm4{&yY+
zFt5&NR13B%>V|BOqUp9=J<E>W?ii>xQ?;J}EtIMYqMO@JA{d)GFT6yMP*>#*AfR|)
z&nQ>7bxfpuR@5PJ!m;1AIm^Y6z7e^>Ho51V^`U-TyVFpS+E<y`**!tXvv`#F2J^*d
zFq;k_7a?l}3*CCZ?*azxQRD9ZTmB~$sVDj#Wk{9p_v&On$T3WS2i~|BOXeFmpM=YN
zmi=$T*QRTe5aURiG4YjaGerqwMYBCuE~(FymcvOc<+gL-W5X^O`Wbov)y3z8+GB^M
z0((x&JSvjTB^E;+h(cmpBnU?(FW^QKn^F5E8f?by3b~Vjiv5Yj4mVT!w_7b+!kFJJ
z7sny<MgweH6fpbJ{Oq#@8Xl{-%Nr#D+#ED}AEreRY-hm0ZvXn8w!7WD@73IO*@m{5
zW&_Q8sd`NVKRyf+Z=`}`#EgaZILWRq9jTc3RpVZ6lq52<YguoBfFj#Qf)w)JQM+Ur
z1J8o#S4-Ne2oa`YI0PJILvfgcf_i{874iZ#a@L<N6+6`kH55K`gtF{tIgBxC?Fa-I
zBHPOP%1Ho3wzvwcPn?RYJJb-|Y*j{Z@<VYqenUbW!|vxlI$D%_oefJtnz&ht3~ta)
zMY)V}b~{Ex<HQJbaDwuZr(p#jr2=n6=@^&^>rST{lSv}Ixo-|8as_2(%Hecr>uoCo
z14im@B?kGAYH^`8Rshg+LPK#VPyodJFGp>%G6x`FQqKjSIvWLT(hIcvH)w=9e@D8n
zb&*{C?b2Oai?VHezsj!<V;>RR=2MxavD~6aa3E6AHk78^q8r8vfw%RL_W$pO@8wH@
zK*RX@dO(QZG^#ejvmVW9V<D$}{r;E3NMo^fD8R!kpiRi!9L#AyttBMDja@E;#B{3V
zlAI+wyg~<r7%{*ZSsOYy+8gOvy}z^3H-}^9BxWRjf5XJe$j;9C_hA;+zYcSA6EjE~
zS(`YT60@)Yk0}x}D7)DLRUN*`>6;rFI1)1`Iq5t8IU-@DX97H-YGw!=%ntkp25}=Z
z6H`ZGc1A{G1|b_u8+#>NJp&^+24N#-GXo<rdp$Q|1_^6NBYRsLOFc&;Vn=%?;1>v*
zIXcK2*$dfN+1gkeSvwMQ5HpCHSptUvU*E?G8yVOb8WHpI!u@57E9l7t6DSA>NLS`-
zp$V*95WilBFDN+F2W&>&f4}+nP58Gb{CgJsdlvkA7W{h_{CgJse`FS%`GJ~Arw#m%
z0o|V{?LDCT{F#&EpWz(yzX<18{x61eO#e>@b5CzR=wSgJFfgDXe%*U)|H8)iOaBwJ
zvj5XU_J3g^$3HBTC1xgO5O@zDt>2@}zrs&NF~R?JT<QN+BM9#+_G>KXAYAj<^wKO{
zu28EZRkKtb#%f+ovPNu;1#Z>iET%wpY^>qPG1-{(6ucMp_pQ+4HVJ{2RyvsPQ|_H}
z&`*km@+vMzA3yQdxC(r_7OB7Z5^G4IW}ad+?s@gH{$K;hz{&Qj6>Keg!pJ7?W^)+)
zeYrAeFx0{Ia6p2atAI=UTZJcPbPUy7kf!XVU4t)5j!~8J)bdQ#rV)?UUW)v36}nBO
zW`=wNP1vv6e6=PRDxg!2sQw5n6hA<Q4CXnzW0x%;JOFF?o>eS%yf>2*p0+qn5XBYJ
z)w42?;cmkjQNBYi25)6XS>*bo#hhgF7=e&SV_>708+$`8yL|Q4vY*pH(HKFW(}&u2
zMcN+7bO>z)_+ZWrG2e35T7PNi^|Iwj{Br~0*R=3MPY73b+ag24ROkSrb~Uryru#Id
zxaaDPdcU{6ZzK2z$689I*zOWvI@in2YxZq|#1&b-qyfhs_^J)V^4Ld7iV(_yM1r?#
zml9xdb`)GE&8DKY449lKlT%!xKkp{M1y*(BbhO*^P+bR+zi8A~r{RAam|*@$uV2Yg
zpX$CD=zlE93rT2~WS#Obrd_8wg_!^4QI6VJ@?8I{w&`@_lRf<XsHp5r#5cde?@8id
z-6q7t;ck<1eknB@G{^<GboyThGi4M%iAjWPsZ*lGqnhOc2?zF!_%2$bKdZ;Hsa?a9
zBSyQDoqnC9X_X2ZRX}OE)KK>d5-EVEQ(r?bgd8blVV~k|483g^qz#8hWZ>fI>D6Jq
zJuT2KkLNFbpgN|yW%<&vrE9XlJMV(&(S#A~X-zD-JU$#WK(GpC-X4T&MXmb+8G@@;
z7T8us8_CwkJ&bb&Dbsq{x6ac#RZ)FNP4UR(zN5{9^o-d+_^r2zaKYB=lV1iH-o1vH
zO^dpDdh4{2og%Jm&0N8<JEqoGh`7VCF>*%%q0yFty<lyk1X-VlOf0LoG>_NAiM(lY
z1GgCi5v=>-Bn=!c=F`eeqHdo6)$TKYz7KEot#n@0UgT*Byb1KNAGM<BC3U3MC5fbT
z8XlWRqdacOK4UqMUt&(rmR8iyCw}9kwn-q0-@ZhAP;i_3N_82;O<u60RblBeKAK{a
zS8sp4`zhP$$pP?fOKnn9jstxCB@tvabb%fGYT#SW_PJU1y8hY+E?BFx*!jXB{{?g@
zo1{}SrYo)WPGLsEuqf0Of>c;pNF>-5ulOI$x+$H>`=ba~o79igyKH<UZItN6vvSGm
zjruemU7M6~FuY!x5_pF@4T=*^y-aE$gLKwxZgw#}E=tFwO-T-Ifo)c*++*GWrf)i~
zcV1_9{kXz3n3DtBgzNz>yWnT2X&!=BiKBIVmk({ERgxZe9CvM5pVoBv>ebmV2=QD)
zO|M2(jxz2vN=K14e17bIe<jMy@cjBO7OeM`=+A=1$j<rqlEwV@lBEI6f`x<x^&E^0
ziCNwcDiUk`J&5J+{QN&9;;fASx7W4OXdWqW0px)7(8*7**kq<~(U2mvr#oRH(lvw7
zi9sSkaON(Jslic^+x8@n;K!CV$X4h#3_)y|@%mZ*#4w%f#1LQ~H&a`M6e01TodJt3
zCVa+Fwn-sn2`eB&7}Epv{fm2ZY*#Fs{z#-j`qBy(?zFLLc~OLO-ak6(waLBbWgm~c
z4l?cRm@DkrP*{5j1HFxGw2KRU8O6URmlqmsp;rDr43O}Yq-B*(yCSvg$V5VA=fuK)
z-AS!p>{WurK3as>fJ1$9KpeNF=V<9rqoZ~Ukw6I@BMS1(QjYQ84MMM0edCCeavGXu
z)27Q%S^P$NR=^a29-|8*BnpA5pI;~T02W--W^;@gLJ_K9#2WuQ{-&uA=cAPBj9Rq+
z4rfyTMY<hQO_ejl&&h-`l~#z4vHa_Ls>5j@z<poN3yWpaz`H{`PO8hWLmY@k1(#pu
zo9dW}s<t6@@b}*;O6FKLIH9=2;%~f+)Y2^6Gu&_GA3@1n%r^c<=lJt?zB>mq2jf5g
z_RoJg%zx(_@4oP#e1rAxLI2q|-k<b9kmi2{n6#=6TTk<&ua2u~)+)w*<VsHfbcSF?
z>H0x*p{7`8&wLGuiSOIwdmuaIPMwK3k*2|L(~C4(=X5x2EEl^+jO?J>h5MDI$V8FF
zf*UsT%VJ^X9PKpge!}(}OGno%?KzRCe~87~Mq<5gVwPl7FK!w2v#%X}rn)b6ci@3a
zY1VIQaQq^TL^F59S%!OMk|>E!WLR(}sN*EAg5W4J(BQ$?nq44C$cPJ>--!{@;jlM;
zR`Xksk$3VdCbIgW6G{Zvo6AI@$APpmtPIX?9UmV~4WhZ3t!a+SmXFIZ>lrhX|IE#E
z=npneyV1|~MPU<;j!JJv6e184P^I<Z0pDp*LBwaJ(D0+K|1@1@UqHO07<C3gUZ}4h
z;!id|2Y)3^@S%cn%YSNEaj1+mqK6^)!oxvny#*iXF;6YZ`!k9tDLF5!zvpN4P9D7)
zZ4$AV0T6P~E^*#zS$Ttuxbcyr-RdCYpzyckaW2NotHs&n;UhIYFRt!>qRSH3(h?Q>
zp%SzS(52u5ZT{LrPL=OaGt8Ls0p@{mj`)Id9asReVmL&8Y|M&@5V$~APC;?p(~5~7
zQNx1X#>`>aL__rOq-J@5n1|sjxTYQ*a7Z<M6Wz2*E&lD)C^dRYXln^Afn}U~woQq8
zLx|lez1`V9MLI?C1Qge%-l2XZ^<O_M8`<}?UhxeQ=~}%`8<#XX+2mor{XmYF+@UU0
zJ$dX>^q+|Coqa7>m8$wqz7h~IkkQK1?t{(UZa)(ta7&=z@jA|0=kvrhU5=fqHv(Ux
z>pr84`px3JEU9YmcU=HLBjtNvUSPb9MRSQB>-yX%=1W!K(Ub8*1pzdTutbtR_WtHR
z)kHzfwe=A8<H|m!RX`;rCEpBceGFW<I(1wIlDK;L6mE=V3E_mIYf@I8DXtiH`|K6S
zlN;#)?_ugPk4m|R=2^ufLgE5=t={mtF^+LAhj8BbGfW;MVK<CO7tBrR8tviwGT#-3
z<*BVno|U-rK{Y{?A!vX6*06eKKeSH#E9j8m?)JZ!kbg(Z?Ef(#S(*NtkneNt9|)-Y
zAGlLq&;A{w{A=1N8adcF*&7%+5VQUjUJKa(0Zwa2;DPtq3Y?iTMuuj3f;O&j8t=<E
z8`EcEcFxaQ?`Y;<knEpNzOM)GKP7K(W1wW@NDN#D<b_3nKW*d+#9aSCt-$d0&#Ta1
zuM)&s|2Z-ze*d_T0~7I|Ckh-dFK|%+Udx}u%F0YYRQ1p0C@ZrNGrb%4j_fM46Eppt
z7ASKPGylV?_mBP!_i}T?0e_W+nDreXRs>%4f4=a40UERZp978A{{u8;0p=P12^@y|
z2RQs6FfuXgKOU8T1_AA20Aj`lMz)SldX_*?T1L;of|&I$8~-b!4EMi*C?B`NCMxx(
zF}QO(0K6QoTJJ`^7_LTJ+#CS1#?3;M%*i8ZBV;uI3I$Bt&$8&YpCv4NoxevD7}%!J
zVY-6qVOB17>Hb8(gc?S`O!=nHk_i<mL#vN6aVT=A!T_eO>nHL9#P7!Yt;j)AOzbcp
z&$N!WchfPA>+Lb4Nav;a(4|PSfJ@fJG4(Wvo&9X-1vX;3Ku){CHmkZicI-L<9|?uf
zZcxb44OE;E?t3`C;H4i|dRGkx7Z-0xv@Q2#e)e`wJ)dOvaH-%o@ip;NR}cHwYWS}j
zLLBs3O{voaLLl<C(qrE4^g1l=FRe;9SjTy7^k9dm79n{Uf!}?%Rad&p;04ju9;IBI
z9%>>YEzz5JDjqYJe^?{Uunp1ec&+iKo{C$o+U-m$Ki)DXj3?oy`U7tFTb0y>tC9fI
za?=`hL}nIe8%A`?t(RgpNKa)vI|d8|vS~ZIK7IJl_rv2|qzO=vfHeB@?bv!KV>WYs
zmOX)(rk78wp&hyr9x(VE1VjWx#@H+Przjr#;_0i$e7Q(1jzW<jh{Tc<d~xs*FO$l)
zqvXN+H!pLCUnm(V<tThl9<BhKUF73i)|FxjsyPMQIqz3&4&mq_pJT^YhXfcaZ~~h~
z@aUwI)$O=G?Z0gGIYEmR3l`p5X>{-<i16saA>3rZoY-~pY+^z}lw}8NdfC674tLwX
z%_$^K9{v(Aeh|UT<#CYSdfuGc4MJ}{>r&j(<KPbfl|_OH`wat`uG|^tsqi@p*y37j
zm`Tr&IeT$H2={J^9|(674-AW>An>dh74WPsm0O9@i3C#FFvuqbVaW6t`GgO&{_Q1_
z30R5L^1dCOMfQctaH>?#-APZ2YMMocgT=!R5D@5Gyb%7@e3G*hCj#}**5KJ$@+mzp
zQ{IOV`GG4R_*Wx$Ls`}fZVO2mO~%uA@8KgqMQkCjp!#*?48ud5g76M&bvxT+v{xH@
zkJkCm&YoE<?Oc}WG?||S(x|A?zuj-=#aZyG?}pabgpvj8qo!|ZeB43I)gcpd?U@c0
zy1s_7oss|bfmXDfL%1~e-r8;eoVLBz80*r5c8zg``HI2h&0c>tdrm1Bnxp-&q>~}_
zljG)Qy(C&<m(JEeJLRFC+`2|(o2v@Z{tPlUXwEsh5S`!#ihdXADQ4gb#>2)^JM38e
z?O3eyc(ij^v@MmQtLhXun1iUDFASpUHId04!-3wNgzxam_T@6W+|g@8|Ma+k3f9k#
z^_#VF!3-_g0zMuO-Z<&JB|e#2it%2qvDpl+c59dA$y<k%yIJ~s-R;UH>_~5&U#jd6
zH-YNyoZjQ?{b#T1+b%v=E*`dXu26Cd9u;gP=Z))EG*dn&-R<Abw~)MSUW$w-%a<)E
zf<D+sHlSa^Pz5Ob+`q*26b(;lnp9=pf2my8;xxYXBY*4nXm_hU)avL(Y4%wTT#oZb
z@LS|Qk|K{>tBQe^Bjmpr>P3(a_j$OI3wAHK2$HJhzH{Ia^!4c3C5T^FpxV8aSnL@u
z({$0|y_@o1XxCb#AUU_rgC75imdGr@%57327lAs@@M?+rJV+)X?fMAG*&?qE11~|J
zfz&Q_xm=X5)97AW4DND8rR>SQdnf+b+=&LUr~3$3<$SS|B&U<KL>-s*yjY=hV?~!?
zq<Us*A+E(^cPlyT*B3c|mY=#x{@g6Vmsj-b2=48T)f|x1z4v<0?$E?VNbtHhud_r|
z3~T`!W(K>B(SGVa_IKiNwpoWooW|hItH@>4O3%vl2Vg8~JcIakUOb_-S*@_`EqdL)
zwVf_9j6U~*%j?wOsFZnFAmM^lPrlCgj+(vnt^3Y$yQb!<aw?)>hrc`@Rk!b)6WRQJ
zyZDK<3CPR*HRv_Ld*&k9_+zSePOMy0hZ;uu2JN%o<PLiV19^d0v<@=%Z@L4~7km7!
zJCBSKe1^^YdlyC1>1`OCtDgOs%fX1LPOX47s)x~(<AieUC$#R^=LXN+rCl1epSDP+
zLsTtF2M4Igqv3?PV#tZr?XG*-*S)FN^*9G|a=e!gtbU6aPmXI-=Hb>&$9}Khzuoz^
zY%ZP%`CN%II<*#W1G)=@@`)F>wg|=B#o^uD;|V*p+wPWk7psZ1tlY4+86n-9n)Z`k
zJ&%{E-}c5L+pjx0?6_NBM+x`pBd20jX*>xA1NtbueOo;nx}ItwG0iS~BvaB~e$)qY
zA0^R27>!%?iWTF}-&Fuz>0<0&0~s684^2P>WkSE$J19MUyUxnZkH41{NEkzQ0Izc|
z$V~{qha%Mch+N;K&k9l`JXn?4{yOM#Pj?n!h4gkCT-I~Bd6&*(>7gb`mq1_p+MPG1
zqiG4e@3T`TY*ZYILj`Il&7=p=ex3cUav6OQV33F;;~(5G1kw}oj!agcznR1#Ump8J
z&`>czQ|RCH9~sb5r)lkDNj8XSI>!-`OlUlWADQSh(V`_<%=3+FwmBczt8kWW(tn0b
z)1<o#b$}k0WzhyBA|bj~QSsN`x~wb6u%Iv0K~6M2xU<)JHb0en<-F_l325J)abp5g
zQu46hytEpKUJ^)=AK=-lTE6bTJ>gm!D-j_lf<NVsk+(R5k_%e>&f{t1dLtJo1L<*4
z1PbcsC(UamS%hr===c<zljW6_b5p`{^|?NZP^8t8FZfYwIG*<6w4^{Ygv$y3arStZ
z+JHgzV>MHPvLN4w8;IF2r=OZ7!GI>+;=c(W@3+a904|5BuiT*hqKy%fc63Aw5A57g
zgX5jCabo3aqI7n!5`xRlOV(feLd#3nzK)ZI^xu%Z4AaaDyvCwIL(#jxwo9|{HaR|5
zQcw$T+G0iM09TT**=~{M+P6>TtgRi)b>&r6)D(OSktT9e(_Y@u0UMp4u7j>!7{<w2
zA&hUr+Q&5;`;eH>r|Wz$Iiz3ubjp)%@3g+kp``aEPbzZ_mp|#!g}6@0c<?JDyYxp8
z=sa&>*<lhwTxz(D7F~n?j&U8kwtC7*D0#c=yT0*oe%s#WD_Zl{^7zG@N8_Oa!E&pT
z%V*~}-{zjz78KL!^*FeniBPteV^<JSCc`$HE|LF5krhi{ryG5$QvuaFI%<gNLh;5Q
z$GHY@Ik8B`OU(GJ_Uw5$Lv>j(&Cte&v*s@+SxYq3zojFE?7G#D*1!l`v}4zJ_2c4`
z=Bf9M3I=~1<S!UpH#p;Q#nZds=f~QJF=@<hhDD3{#RmsXXYHXW&e-17?<~Kkrj4AH
zKNrY}tn&w~FLYJgRzHN>JZ$`+>tFT=jU;BIB=WBL`lz_o?o%rBcr^F+AaesVlH5`0
zlyZkb7Fod8w#$@PaqjZGb)t;h!XI}zkxzN}QpJ+)4$~X$OD#`>#Kfw?KI23B!0_hY
zy*)k(;)nAldUM54?q<Jpnboe%vd;$y>Dy5qAO9H^!$tl@y!(PKhj0wwJoDw3S_9rr
z0$F0J{h>B*lfUKWaJdTAR(-Bc1y(XQmqu`9!f-Ta+EE~}W{!@<??aa2m(~%R8uJ#G
z5O?QIca1h&Fd=vA#Ps`kF_5ip=E<S7h?qCMJbRJ)@t!oXUs8(s=04dP+T`a2nG}7k
z%>9uWjnwoI`<**8m)yA=JSUWB2;r4htj)x>*@c^pU#nk@Pth1`Tq)<^y!;O$Pd)vo
zhE_?5Aae3<XfSfI$4y7k4~Cg@z+&&?1M|e{grjYCc84{#B){+0P$vj##}Y<&mhI-G
z$meVCwq?sV(x<&n7XW>)ccv;dsRY~4t-CSj${rJX4bD!Rvs8MfA2r>v$6ApwR(fsU
zYAGeNC)S!uJgilB!=Ew%srTG2u}m5K6QtDRm-Bi#@9jp)wu_mlKyCNh%kw%S`o#OY
za+!zW;8>pn^%nExc$?Qfll9k=@>@b4+U%VR2Fp~R8&Pr_CnHdDu;vmX1~0cb(_gc7
zli(ho>U>1lUv?v(Ob3<7Bbn(!`E>;uQ2aJ!)4Z(*Ltghs0w*Ozb2PL!14`riot~nH
zdW$3K2aDh!epR%1lS4p2`B5hQ5IcF@)+yMy{CQ{BKTg)~Go_&Q;05z~-&`K|iw{Rl
zgF-@S?$qXs)1m8)#;5BfRt0fE2{X4{OrBr412_K9MYA?O&Q!yZ#cErO9HCM9`P<22
z)sCrLU+ZNJ0pD&?xW8yB(yY(TITs(;B!86Hu9FA<l<NCkuxWzNXN}ntK^o9$K&Pk{
zOIG{3Oj_XVKLgQsu;$63IbI99n_E@*s8?udwqd(^(ambjt>bQCQtfIA>-J04ahlXf
zDVg;^&ksc<8S?Qd({ngo^JZsYaW$-i`(;aWfcV1yfR7u|2=?yWfHZKp<fIf=FeSK_
zm9-XgNQqarj*XSQesB~2t!^)WPK8h^+UCax3FfbpxO3gIi`l=h%=YTh-6)1+xpVp3
zQ`41>);;n2mm1|t(k~o3waaG4_KyAai%$fMe)rc8+(Zal<M`CD?UpM$d~KEF``Oq+
z%$UK;^qr^x{L6Tobs&+6)5k_`L0ML2?U#WO(cJbVm=RLAbTIAwbODh2t9y2WwPyCI
zkn_FzA@V{?iVtzcqr=nShLqNmwYcL-1?Hp(iOQGOD_n*TJvN@#ALDOcC$~(z>%Bo?
z?Y~eyaMcVdKG1wQO4dk;Xw>N>B`VHpB57{%RuMRqP5a2*Z`ETJP56;<3SIj|qRmaJ
zQMnCvo>H#1(i4_^C1*dseG9WW>MW?EYzMDc$L$_NFT;&oYw*ez!B6eAPnBMCXp5i5
zeN%taj_PR>Pv@Y>XM9&tHir!7BwCpwMdI<efiaL-D|G#uVD>l6!A3&sWImxi%7r9U
zNb@<!Cv6t|`iWoz4n%@4mtr}To_8l9d_E_XN0E>`Vtj75Id`wR$Hi#8j~g$w>Ftk;
znG7!gUAk98*eMUzz(@k#7Kha@*QYndcTE+5CMqPpszOekU#(Tp4~_n}k^G#gNf-;E
zpY=$L>8oIV!H$?pkjh1)OU2)$hRIUJYA-4VN?|+0x-B?Zu-Z3P29xJ4UsnhZK0x|y
zF3D0X=s2ghc}$<RzI?Aa7a8Q-3(xVe+fLE(f;RE2#sb**SfK_N?YOxrfwX!qiq?D?
zIazPGjkSeu@%RP^s)<9=vHeh)4Awmi9f>bdPG46`Ll{k1yr+Q6ju;=%wO-RtcgM6#
zTHHNTeeCVx+UQ0G8NY~2`l?E}*{blcf)IFLy|4L;5Y7O$O!Hx^ajcls*t)m!O8g6=
zEq1C~5C^>5l;|Ms$XGzFpFyciGuAJ@&z>bo<e8TD0YXgTk0*OnvncW9SwI9oTDrlm
z41|j0!H&5P(O56Cf!B<9mJ*LI{iBK9&iBK)*l_p;!5UxYXG%FyO@qMCZf5r@2)}%K
zFOCOPY1^4i!td{6>x7&N=cW_t2)Jw8n!Il)OD&uy6dK7R)N<pNH8iyY6q$HsW=-je
zQySVRJd#)(UnylgFn=Yas8Q-fWUpK?9Y-|wYcEd!RGmhMjEnTV!bratTf3Q8-02I~
zWktzv&n%Hk4?9WM(dPBsG04sFT$w^BtCUt<Ou>t+ybPfwpxI`89t|Hb6M$k(kbYa|
zd!0N_ScC9OV&gksDxuphC?R5<WcD1nq!gv~c3x3rAs&yg;}1~G8?rf$ZM<ITKh`rw
z3gjacOW0=Hvh&L;AHbpYIBqqU{Hml2s_WLv3yA=;Lb@Fv<5owg(eVM9#3-^=(F;gz
zEou;=IvtEfc*Q|Cl4N~;Z85&;f5MwRKv_g59O%A~l1~8de0jP%UT!tGyB&QsDo6Yp
z*=j4{y?0raWj`#LN~?AD?Wde3nwxR7KaXLf%o&1D54SzXlx74A`$;82+*x~-Ba$_{
zWnEl~4o*KbPJpZ*=(%Q)Av}_j&Nt5wZ$oH)IyTzARAexzFIP4{YHSDPe6B5A;j%+7
z&5J0Ge0mTU&?-k=Ir73eLCf>Qpdy_F8mP_*;jI1M1{CM&GBYPe?%kFJkqoF8)VNh$
z8@x3yXIr+Oq02o1Da(D_?LI1tO@KGgJ-OLS{M%aMQ~MnQB|;C&PRejfJa9A&Y|18=
zX&G$+nDJm@#t`o2YPS$&<4C6J9;fWyNLqQcC1oq`kv0BJe=A6^nG?X?QeTInN-M~s
z!RadF_pZ<3CrKaI>4lO$zJ$*zDI1v!C5aXli0?XU`{1!J`*C~FlgsU>3hBnnz6M@l
zRmt6U6n=5JXGTdN!vUj0Np(ydJ%xeNoAM5Xbn|6i_5$uMg&#9GC}xtl4(T%k*!bKB
z=Mqy`%$QuFf;(aNQ}G~Z-g4t^l$W<6R>pln%hZXZ1Vi?gvrT%2WEf|aL~%N9`v;xp
z2IS}D;h0JgbWrGiTA7)I#-kQp+Gcgcx%5H{-gSH~uZ>YHqSu5F*r$&(1+g^00zo@a
z+4^1g2V(;hJ{p{z7D#GL^i91CgmwNXXbFx+uqRy?LIT5ct3HlqcjG)&15qjpc%3tt
z-FD4kb3FbPZS3Kc^GQe8kETI6uYVVR&h27IX<PMmt5<TmTB`l++T$Q}@opVYg<n_s
zGB>cGT}0w-Q01BdjeXv}J6|#>h?by$<#m5A`Pn!fRH7<pimmW?t~C%93*5?8SO!mC
z=A0NAJ9T+^xfds$q2)zz?{X&;i&Ce}JXSLY<uaV19WtqiK<stfpEa_r;&Bq7YPC?8
z(BGxSvA50_U+c41$;`V_k&}L4x%ft}9)skPCf<WMiv0m>OOC}-)J2<ju9i;|FLZwV
zQ*1yp63HWPf*N%Op42gr!{^;lOpdb5k7AsO{(LUJd-iyj!GUtMJTcjZXJLa>nxtu+
z9@#uJy{lQ_`yHR|X}`7lpt#%E5|e^*&&uCqp~gHb&?D-jlk+(-SqyuYX@Y)b&ei0Y
z><Y-{C>nI+s%>`bnixwjw~LRE<vP?M6W}bw&h2Ui;ieJ|Z||eYo}4=BQ?!!VaoM9Q
zZ40P^<!iw0LR)ambyr}sJ{=u`H(rl(&yohB7kAAw4xc*v?f%CaDxTPUWfsjLZD8Jd
zMU$4{lP;w-<m{*|m0PV3VO;B@<21@ks9H=?mvkr&KTWiL2R2nhF@nZDw+lbdCVWSi
zt!c@N9!j8o9Y%(bP86y@7`VjCtKidB55okdbcxIMfj&huMZ8C%ZKSnX<(Jb7+u?*2
z(OD$HjesAEBfaATfb=QW&*Y_U5JH@m#GYCaCi491`08r?#q;2*Jp~#pmdod0+5u}k
zmn$|yd!HkgH;sGU?w0x289c*y;D<;W7JPfOV*Jyk@}E6|&CdQ2LwVr(JU%FD*r;!I
z*!N1wdNyb#=dUdz1hO+vQOZO2r=wRSoUT=Jm_jQqS9WgR(93KNau4T?7IO^&N_mWD
z)(2C(v%ABK@Gv85a<`sUMo%hddqo&WsX0Wu1`Lvq5^?90s1NRdwR6~Vlor~{8|%xu
z+xv*<AA#Q;C{Sxd0~BQ}ZOSwJph`WD_g*$1zx^sfox`)>tO3RRRLa>|+Ip<z!{MwC
zeb_be&^(}$xGjfemN`>X-%nO}Z#xgguWOrthD}HS0Yy?pFY|=9EDd4I`1RS@*k-qG
zG*_$83ryPy$IDf@ETwKVkbQ(`c<G>%lyYpfRGEky9#@i2;cL6>%-r@uGam%vm7m9G
zhktu-)f!)k`{^A3iM82E5S)92%o5*<aBRF;ixfK2^A1AsY0xtl*$cUx7#$3ZIbQt(
z$#}`{6*iYwP5UdrSSD9(7RjV`Bo`}+$k!DW^tueDTNZSqCq!i$b2>c9cr#OQoQhA=
zBFhofMooCMD7KA=dZh}@9u3O8-Q}_*V$wpoYhEuIW4XZ{;-fw#ylpQhHi2Xk_zmbX
z^mn-eQe@Bt<cAt|3=2{sjM1``f*3J|_9FI4$f72mu;NB`)B7Jxwh5z%bXeks$x<l>
zH(&r$B(_*Nqj+*tz7g~0RqkCu$aWfJ;L#bs@$P5@gB_^}JHW#bk+G+YD^SEFA<|&r
zop@ez^k|c%oF4s&_~ZB)Dqhxot{lu}e)60=ML6TXaI`p!4M*IBA9+_9E~%P~P{kKS
zB_f4i1-LKj>siMNfUwQP@5{LbBc)X~*OBbxV0!dXG8w1N^mSR)#l^{7lcO@3HwKLJ
z%^)wg2e1yOSTqt$Z6_LRIc{xkodP*(d0geGQqvb^lmvy>7=Yz=NWVr7^&*^)W;+t#
z#f{_ADzqNFtTA<?wI%e@xlJ8SoOu^SZFF;M6>r<0=e%laYAWi2V%$xcsiRq3#7a7j
zHE{XyMy$=p1$38|&)LryiT)c?-y9uT@U)#wY}?MpPByk}XOfL=Y_iG5wrv|5+qP|I
zW9!Sl_`Tn$f9A~T+f%o1P1RHN)a}0U>3T?TIRbjWE#Y*D4}ZQ`kunJowwOK^A3a^?
zA8A~3HNznZfF0Rb>Bbwl1CYc#yAI90pj>W6%xYe~qtF|#M6{Z#wWv0>%6p&ABu+^l
z*fli`9VN*yR`BAk3F&=mVj4n<QCEjG+NA3;L~2bDHHEh-p9F?FX}mlP9H3tb+_W(9
zp*OofznbxneR$1Mrsch#<|nhPtcUM8CSf^6>o^K{?T+?E8-`v^QEI@@OY0+d*ZUiH
zE4gZB^FTg{9QLQxnnw|<viqW7vwR=H=;aF-SuwnsQp8pay96N-!Q7&h9AuF+MJA8`
z<&G?EoQG6U-Qhunv$KswNvD0n)8kkojr7;)eSB{7<Hm~7tja`S<7wTj%?8U#pwpQp
zgBM2yErlWx50QXE1S85SpS7O3y$F$TeD$@iw#{gm374CNshPlunfx&B0Etv>>by*X
z5X#Qx(4+~80yJ(>UjiIb$z4k!n-xkc9R!U!-66z+M;;Ru4JX28fQ*u?{95lhgD}};
z)~Rjea_jx=JxpWs#1z)z&Pskb26I4Ytr2IQLLPF&SpN7?j&ha7gZ9|o^H}7LfLx`?
zg_~D_ZZ))<z)7pWY>#=czo4$?2i2rzgBRGSSX3K5qz!46ERa&;y6xZ)i&7y=atb6^
zV3dgANWK6xw|B}c${z9WDqhKRe^+hm>E8WWk_Tqg3&~=~@U_}anE2ZQ?y0M(ar@?V
z9dWn9xz0(NfZJpQ)-)H5I;ZKogS3b<?QBbk+P4BKeFLPq@<+LZAcozGKE%6lw2@U0
zOR+RDXkH+r)@^vUf~&JM>f{w!02=nN6QJ+lyRUCHeiP;2;sjNcWB+0m6CfqGd#f%d
zhWoGeANmb&q-#gRCjDSkuksCl*!vt$Y(mcFj~UIYC51DwTsOSmL<yGR-ahg@KW%#I
zH5Xqy9%&Hg15c_*6@H20q}Fo0+f2NA(Qak2nhhG0z90Lqo-W?P0(eUY6bpk3TfENq
zapGIjC6yNQZO8%s+!#M5%!G76z2+~dVE<SSyp}k`mnxcV^TA?7ZWeDFt(D07Pw-Aa
zm`FFR9kAF~6?3=`B7zHgKch%z<Dxx%l_+}3KfPYo)l$39pY7rtf7d=ygc9X27s5p3
zrgR(YQjYA#`kcpu^wqf6b}ku^;ONchGQd;rDflJj)UxsD?Vsn6<xq<{!h`k%*OkU>
zg|{J=qeMXU@e;DKjacT}*7p$hV<TJCj#vWCqhdlB&7nP{CovP@RVBa_Pj4XNz_M9C
z=Tt;AG&J6$mx{V-T~_`+WLljqMz1`*v;|{!wc0#<vY#F>^1XC@K5G<h<btV^!`@UR
zgmzPtwEJ@@<q6o7gEggg@=51iTo9!d=Gt8vPjInLx;CgD5Hp$E#5y=DR2c8sA&I-?
z+aR?-%Ds>Xcus~B990>CA0{)l`n=Iac5gc_uEWX$)hFZkL(Y+!@C%3<jkBnA9wJ82
zW`=TXX@cl+KSRUSRdc@=YQmbSG>Ivm{1nbhlXn|i%;Bhg@ic~zb+yH}boKFzQ6F&l
zJS!J?nKKLi7`YYsJb%trxX}Kc{`pi4XMdJ1;KqM(d%LG2;DfcJOK8?yG`!ORMS4|p
z<$sJ6G``j{_Z*=5&>J^8YBH9jR;B%?)6z_Zj0X6f=9>?tGLIx~gVAf4qlLMgiq)Ka
z&F;<jF-bxc_3CQw#d+;O(iBCCv8F#_59;)3{JudJQ1aXr1w!j43dMIJF>bnJ^4VQ4
z!vXh3?S;#?!{F61N4RNcQN%p!TdO~T;A8Rx+*@^0E(M+R%It>Q*o?etXpp&Bg0Tn*
z1t!7YDdlb<rTb`*V%phuiR0~T%5X$4L<sziC&MttVh7a9)zvO|H&<~}RVn34l&8z#
zsx;Yt^&{`wPoM7LD=6p6lRQ@IU$&udIR0#7-+tB`vb;S?b;43lLoG)8!dg2}<#<0d
zn@M=80w{_r|HPv5n!PWkeeIue$-6v$C($VDm#fsMqf>gGrHP0%LZpS*TppEk4w;{l
z66D`)EH6j4dL(2LALZbozBrc5Xi)p}Pm|>lvzQKExd~bs@xmxmYCqA8I#z|VypQjw
z;}uP-RN4Vm(&**q+raA&D*B(#kpo@nH~J&_yZ2%y3eA!zPP%wU<R(98P{c`sHTYEY
zKYG`6nq(z>CFh#NQM{WS;osuRqrUVq^L2q<XZZ#F7GD-cqF!V9d<R1Y3Chw;a?4S+
zOQ<E}Kr*<8n5L@6POzYX%VDvJTI@8FCw6=Iy$Qca`IyEHI#`DOm1wC-wkv6^&2o^j
z(QdWTV_^`1s7m`*|KLqYpj%Iru~Z0~rcEZ$57YXHbiNIx#ElwG|1vGQ0%TM{Hl@>R
z0M^)Qn_RU7I*lJ4maol&iux!H4B{I(T(;r>ksiAR@hS0RyjSVn@2cNTIeb$ergW26
z|Lw(gP=tVNxQI&?+I8SEPpjJLjmTu*vSkmEb4`)WB~rsA7sy?Ur5W<+RSn#6LjC-q
zW)6w9pEJY(vXdycnEUbsb*{hIRmJiU;yF7Xqi?-gE%uC_#MTd!nkoM@N7!cjpSBb#
z9owy*-2dg>)cp>58LKd^)zIz;qs$Y7+Zuvp4X%Yo59z};S;3b&=_KJR*8n+)XK|2m
zq-jNFN2_^T+JFIZaRjQVzk-H_NpEod;S67%t36^e+Hf$YTF@o`O(h_N#ik-Ps#!-}
zZaZfO6W>B{dJY*o_}&1ulvWfds8{wWi4Ua1rr3cpmu2=fRFS0Az9X$x8WDel%rAw@
zqUvTdZ-8JpDc|0sN)3r0)B<pf?2AW~K#5SPS8rY3KEL@2GNDhP`Z7bB0OGovb9;;)
zpWgI~aZpg;X^hp~mF7)I0r8PW0mZ!s6!fxkY!siEVFG#?b~PbQ;p`kB(t<-XYi@T}
z*OK%ADvc_y<7bCULjA*11B)&8BTpIc>ovJW0elX~rld-PcZ4xUh*fCAjuF8+aCPJw
zDCFNKI;0dYD(bt$Osd+ImB-6a6Qx4mWK8B--t96ce@+!;_F<<7!dt$s9jIQXcC|eu
z3H+M9OJ0l9c$!IT_XGQon)5mGw37yg_M059g#957DDDcoN2hD|;I^`K*8|e?m7VAp
zrsK(O;NMGBbh5>6bowYZ3hsyC(mEvb1<nNdCbB0IGo6pzz~pn<H+Mf16(Ak^>3JW(
ziE8ksM<;&vUtfwG@x8@+<QJpmBLl8P+e>7@k|27a?UuU`<vvr?g7K_M(yF<CFSd>F
znDvJQveP4^$4t8XxluuOSinBTfRxt^3@Pb7R;8@u2Dvo6%oviOtFW;U62k*-1Rz6K
zr*l~Mx6|Kootl?`D)9vLIY@aA9;}56aHqDuMAnuw1IQ*`am0b@qDkY3-?J)GZ?@FC
z$mzXt$(Rg?>a~ZRkjCU!>N3Gy_dpq^<S!`Mr01W7>DeXnmwLbetUvXzp~()whUmcd
zxYg^yGY8r;BmXSS#r$C&voxZwO`|y0Aq=iIog_ww5t{u8oUEbBV4rq_|0zMY24@qz
zD2K<=8>;K%$6Q&IR19@ww6wC~VR^t9ZC!zVUCHRxc<GiMn528T?Bsej=GX1jY<uP_
zVm@mE^={vs!^#>ehcHTkX80>$oI!I1p#WeLrm77k?SIJ5W-Uw@{JjZSW@UE(zKz5J
zmX5E=0m^h;_i!Gai@r2L$lR-y?^mA0%mz^5-K}wZL00eNEuOO?rE`HeiJhx_d+u(#
zG{}0{wo+g;2|hE(N{X)LyHExs+b%n(qG+7gTTtZ$<FWmGs2ivc#b(*tCoo!xff=L8
zR8R!2)V(w78^?3R;%F$u!^i@6pi8Z%3q~`c8oRS{%{NgNQxUO^^we8o1_)}-1<|76
z0BDpvv5=7tf7jbgCPRd_QQ5~8*>O}2U>|z%9uKM!H=brz*=5w-Gl=}U6+JN2Ib$XM
z<c9rRQe?%OlF({s=y&h%Z^=7$RTf+4$(5yKiiea`Pg0T9n-rOe(!{s5uqa4|&f9J8
zJ3!ja%;fGFI04n`S%x!X<m!u#Ib9}UfSCm#f+38kolQpl(kn1njAkPlAS;?^<VT$P
zJwu3THD#`wvl@}r(LX{>mUdkRO~nL^n5ImgDXPJjT=~us*+hM-p373Er*SeApj2qq
zSCh#4VN`2!lNI=cdU=(|stKTmd_>nHgv^;mb3#-c;iy}sS0jW~5MGYU3>lyq?v^t@
zRuqENG<>n-MS-en#NBoD^pn}-$Xl~4)f+lXD5})dRMDCCUaZ0cS#4>88PND{Nc=*F
zjIA^iL!)2h?koZ%L2Wx%l)0d!)o*hza!;)bz&E{;$>$4}KK!bLnRdR}9S_(VfkWQ)
zM>%Wi!lX5ih_<Wi&K$!A0pTCaxzpt&E+9DqMP*501Ty%#vD$&}5#M4!wuT|~)XRev
zSigZ&5(HFmMz!GxEJBW{NMgIxJmrsw_RGY}u>~eL_}*~=3Mg<I(ronTNd}!_0nGcP
zywLki)V^Yfg3P=JXx-@UNqi6QpDFi?pWkO+=7&@aw!Xi^OqFcmJ&)I4{u&mG&d5>c
zW>n}fUa8~T30hqRV^7>B+@?6DlD;dZ|1)QJ(TCYPZ}q6!8=gG6{4sDGuHM6j_n5a@
z)08;qVLl!t3x^MDrzM^=Rvs;x#l6xyHOJ~bYc&&(^To<kRrrQxjz{?D=>&$)Ds;5x
z8CZNKPWrKb%ug_TCY7XzyBm&=J!}u;I&iQ|{hS@1G~tzKZ&Lo2U;zd#E0aN`;`tHQ
zAPb%-B@?g=@+8w1G%7W}?Zj!$#vWuYz&SzsG=kv1Uf-2ln2Q^7lVH!@?nuAB(anft
zlMxxg#0g9@69AMK=YlTxUoNUosr;4B7Yg2Pl@v%GdX_s1YgDL)$8JHDiJrx(u4CnW
z%Ne`Hsz${AqdYv8<sN#@_B#eXr9Uh%4S<XVy;tp`*IY=L`TE<iZyF)S(~E;5g<Vl3
zp$4>`Q|T2Xj>Rq|BNQ}RVU4IT=hP!$wp%J4S)wKMA>%3iT$CfQxbQ$&Z$WEI#q6PD
zANP}SDX;nuqtD&T0UVZB7Y2CI3vgq1bYeoTj4O<P6E)9Q?M%ZgW;CiW?1mM%TqMH0
z?=jpxB*Du-<&8?4nS^!*iI72_e1Gm&r*2U$mhIPxI#sq&0bEv-_wW;q3k(h<;@`yP
zRVL!q{hUy;`go{?czaq5w?gr|%BRAWSrs{-Zbd19sl#J3+H8eX#?zrfjc}}lSG*~k
zxtE#KRJJlzG2^am#ms#^1`DFA5E5^V;4#)_FDo=F0|c^lw??qJ?ZK|VZT{sS;)-y(
zi{{tgKRhoK)diLLCQ?|3rnPs^(3w5MY;4}$4LVD#sVzf~3#(6EAkc0Rp!_FjLLV!f
z7ITtNH8L4GZ1zuhQvx{?sc>-h7vLWHW%)$%m03L-?c!LJ;LvLjm|7buGCJ12XBj^G
z#fwj^iNesTi9`5?f4?@ohyV$*Qq3GN();^dU5)gyc$lou{bcH~5dJyUAfe`0*sh4D
zt`!(CXo<9c1?a7`?iMWYL|$O5K~aqn=4}zTBuaP)5H49$7R$})Z3L8{H)Pkk%ngg~
zKms~^=YXXfiQi`P8nn9&7*v9$vI3`B!K*bWGK0Ehi5~BtEJ&HKf1GS$++S&C;SIt^
z@4`=lWbaC~(qe1%P{SJJj2X?AgsY+?4oTLLU<E0pd^w_R!PJ^>0)Th~ZW7r^N#j69
z5X!PXzY0Q)Ko~M6`)}H&eVGGNvPA`LCrB#?2yMutT`V|Yul{GQ5M4KIrCpCt;XY6E
zGE?;0>T8Ov9ex!1ZOV6)ivz)$oI>~7bJ>ma@_20K{pMO;!{kV`eKoTK@YvUHF(i%?
z8v=NYDopVx^=3#vekE}S=A}VLJG%AvpSakhwl>PRRC3KZ<gxn;K6}UV2G$#fc^&zQ
zBF0eeq%A=}Cz!t-u*GY-#~*_SPZ&+e`>xEP8F_}p`*#CvP`$%L>aVV3GFs4fdj0L=
z)Jbn-v|9hVQ=@Y$FKH4_YX(R2B_^4bg`soomg~;My-4wEyS;J!wM4gMIJjfuoYHMB
zyFXv}oZ9`UH~Y%Bj@Caf>;Hb`cJD`+Pba8Q3@Ft5frK{+<56*@gknk6TOqN92rd)X
z=D!Fg#|gHsTG@b>dQMIaot;%m-hgBY=uV$N;_uw?SjjUlXt*A(1`OXAf@1p9%&Gz;
zvISUN-zzTl?S8(`(JT01uDHMJ))O-g#V216_+p&7VoD^d%!vVRZf4B&^avOhZXzRH
zl+-~;duTk24QLrrb?K&@%4W6_y?!)|Xx2X1dB4bO1YZyQxsQB$cCvWo^?rk14>iy2
zkvNMc5|Ce9EbJJ$p|0B-I;a?VwyEH8@RKfcen~Yo9Naj*G<OG$2#o9)K8J9UdIAzG
zhjU}z4Ac)!o$6e_pyh4Cq#lZ+iwXIm{Pv?o(fejF3>Fp#fQVMvAE>v-0xxohl_G%a
zwe+~Bf7*#6`i>1tASULU4d>*6Nr(zD1lAJqGM*oTymKP`F+8)!6&0lLySq85nx*qK
z?{0IdQ}dm7a_iTln4EJ}M!7OAufrX6L|M&u%YC(U36!4!5(Ih#%Za?w2(Sxr>x^Uh
zK^&NkO@R-LqYbq06B8~(yo`o#fmE^?f$c%v%Y$C|C-Vo(rL<g}BWCW%!b5mJI`!jF
zOTbow&l}=7SFAbwA;LCzLX6FyiW>Zbto21$_8Y&ydxeeI4PYa^VxWdgY2Wx2CT@sQ
z|3)1k=f$6L(@?|pd8PgPd5T=NgbO-B0hK*=>!hD!>=P#568nNpqHf@`%XJp233Sfy
z<90bgbma`0_4epP38>fMEV=9(n&98`I-!nwD%_jExnVQ-X}WHGO<X1FG~&D^=<|bs
zy`2<+H*6YBOreae5*mF+*Lz9Xc$Wehn^4BHNIr-2FJV%4EpXxvqP&=1lhx+K5`XTf
zI#p=M(py%iChf-K?4<hkUG(K6Xb&Q1!6uyoAw$}*sj5q`)@!EW4l1?pNA*zgf*N1C
zRi;DHs+a5MYl)lF)^$pDrm44U8JA_vsMy5|CEqjE@yo4d!VSjm+{}ZoCMF0a*u#y7
zHU6>;ziF-)e>?5gMhukiH~oHEsw>-qVp?nJb|yX`BXl|9#al3Ec5jp<SDyiLhhpcp
z`bhYz)W?%5?%q$`lW9$F*tu#Frg(8AuY<xH4T(8sB^PfDU&h3}zjDs+zfdVK`teaA
zU5?39->rAc6bK8bArvVlKpz@8osr@6o;JF??s(Q7|1!{zh`?Q6%GV9uNN~tfU_;gz
zE@roP%6Q~<=H3+3Y|?l*W7Q(fR(oe$MqZN9)^p&4`i7S3s;I;_?|P$<@(P0xy5ula
ziwC{F;%498FCbjv{E+eKjt-&_Xiwu09G%bNYBBqaeTPE2<go{ru>Vx@N|#||WCxt)
zp+FQP&R=MClk#$Q7tc?XusZ}o?w|m!O2AqS0-zNP#)zu;C<$}Dk2j>FC1tmER19=<
zrU>WMyxGCUPpU4%yH?O`rt=9dPVx)DN~%W7YipU^srykHySk3c6+RjotK{j|-41B8
zX6Nm#1=e$G+>@vsc2IhSgM#frNho>UBsvKRa2+rZd_%?adHH(D;xzF6bVwE5ojrVi
zM=3~AOGBPMs6_m>6`+tSGzK#N93bJ&qR6GiDG{n>^L@^!1<433jy4CK50ikNsuYkZ
zLCw-x{OU&ri0`17V+9{SeCt*cQDRZdfdYV;4if-&63WGQ7$1&r1aq)4QNB9Y_wvOB
zo1oZn|9R-BDZVHL3xLzu#=Czph@iudLx{3Q`+vh9eC8giDVY!u5Lljet5JLHcE<U1
z=`NQJa1`MQA;Jg6|Mgry9zPx5%WOCwKiGFI`^y7=4*!`47jN*6l+Gp=ZkA~J)M@fT
z#zrLbM(yL<r4tU2SobUDQVf8OW-venB_P`Ho`*hu$PpJ&#Q_b!3ejn8$Mxm;9sM<r
zJg_+t6DtfFg>WNFhIE?NOAvURoHS07XMc+Pgfcm`p5Hl^U-H$V&yLH@-^%xIlK;A=
zN3qxGCU9{&A(Sk_*+5TGS@Kt>)yOm~22Mx)X0CFXj4f2aTT*j7<GJsVWafNZqBpy5
zY52StDM~>=_V=1J<a>HOeINx8g-}>wNTrtIOReK4WB@mRMbD1n@%=&8pWsdkrblR`
z7J?B)H0+J6%inzd-RCP<kmoPCWM3uD{}M%1-?f<zfhTTh;bN!<0st`+Qm5L<_j#1*
z|A>1H@-)o2zgpH$TW9e9l@|yAx9<toK!usIgy8?kc8{<i6%&%W$7##Vf37~pg1(FE
zF367+Rd~3PrOLZ@Rsi<|aisiJ>{>Tmq&%WJLs*!Kj=wc?7gRbSDAX$1hmh|=6+@A^
zQDXesYT0BqVM?uux4QA;&XXJPzw(F%5Cf+~yZI?H!q6<i4UDlaCERB;XV(Pd#EkHy
zg~#9*GvL^7Gzyn8<C?<E<L9x-k(xw3rcn#Y4%H+dISr>R`}xk94y}I0CsS)xN|v)P
za8aN7v`10TnmZd7xf&Vc93-a6fg_6BT+ihn2I(zu5zsK2ivJwBkt#Y`$P1+`ZnE|$
zI$cOE?Fc?UWfsfg0JUbFh@O6~lv-^JK#WDsr&890O^pfhmE=HD@WEB!Tz(^Eyb@hk
zG(t3UREidJlA$kpb@|V7{)Gh$fDih5(<c-oLzGHG$w5jeY@Ug@#?xyqyI@iqVXaVe
zt5oym#XBoaS&9l=LXV)-J0SUK4rM;9PRFms4@hfDvH<-HjGbL$|1#v2`hn%hn{pCn
zgiVWVL?HBc9QVtCTK8r}Z9hYL#tcE%Hl#(wF;9soBSLF-ND9)N2S6tGQn@EMv-Ie)
zq(Tc>K<sIk)=V8Bpe>AibvgFnNfo4Ei|cAukUN^Vq78+((`-jFsiR+$qLQFIg0NVj
zN6SjYc!eilH>rXsn6*>jIs0LJhh<XYqdpf=lBt5u5(9^PQ5ztnqWPBU7m^XVT~v+t
zFg#n9{lDhq4E~oK5C~3r(Ku}PW^GM!@n`Jv%(N}~rN?>Nx}kMnFrG?QmJH1SN0wnz
zMtlRaK7J4r+&9$yLN~vME(m)6t+1OLUivW&QB5;rM0e06;T+Z%=EriLFb?K$&`f0A
zrg~J>OT5shl|xIcx<W>@moYD9{K83&EzU+wq&ozvwjrBVB|0TnTpl@^J@=cmZk~OA
z=d3(f7Gr#oHF!gSIC)81bqRC<GLVg0gd)N!RglTNl{Q{#Fh7*Rbeei8E)l6Hz}$Ug
zau$<C3S&kV6HUOwJ0-I1oZ-9D%9k6M3Dr$AhsswTsS!Zl={|bH=#Gn#aQHoTm0Kc<
zUFVvLcvJCJk_*~5Gma6e=MnyHB&p_}uS<hb5DfBN-lF?2d=yhxVfO!LFA(6cFz_#3
zT-<8qNWUyN(C$-YIY_^qFhL^Vr>u<RWDmfH3na=1^14fK=87l;Pp^#dlJ7HJ@#|4C
zt%NKXoAOcx&H&`7u<OQpY4B&UhZLb@7d3pDF=p&gGi#FZ7o=X8pZt6yi0|vYEGgxF
zASwSNbcev$uy&(JbD>#R+plet6Ug7#Fh%-MTe!seZf><I&dkt-<?V)JshHrw^TkrB
zSXQyOR7_;ADRVYXH7NaSR0FRwtb1vT!eVSSBw6PZ3Pn@bGu)_Sn@0nd4xEu`<3}LF
zVjxZ7G1C!7lC5{ObTiPfCvWQ5#*N^%wb=ShY5`Pup7w(X!pGnN*5H&9^^(|IJFy87
z$3Fkx!cYRV0ewLP=cBs9G=w*;dJM$`1muz0ijQVSPK1)I_m?S_Qgc?F#7vIa4C27L
z(&p^a8cf+{#iTwOK#pJzCDS}gx-K@+b`(mAA`RMonw)9)fM0!Zq<|>Xol%X1%1H>;
zw=$qV61nyDC@+cMHH6h~g*ou$5V2a+j|kO}iH|EWE-h`1c%s{rtnL~MGQ4!`UL$NK
zXy4p8@0WBCs(2|sZtR8`4a3^oLJ3C(Rc8`W>+uS0oPsd8(>+ISf{1c=9QE@PZ10<&
zx)>?RWmo3nz??B4TPhPMq*+aEDudq!4y=D0x1dx!|4&_1uc=`eozPf(HB{&7sNer1
z-I)?ODcv>9$ft+#-m<RP=M2$X3RXhkzB{zc(|CLD1n-`>Xe5wSMEKnW3O&%Wv(df~
z;TtEnubHOzVJM>|Kfy&tn$x<G`+9Vv9K$ikfxP75Bp5!wGX#+3a?=%N@e_N@*|r5-
zM&*qRydESdnUs*RWyMOdC1X*4N^<X-&WHsoNcT%;S);qjjqbyZl+R@wx?xx*4~V9O
z7MZd|Q4`@^$Mnt3{9c;c9xp(Z60fwUk~uTvn(0+b!JJE*CsUw9rC`Ynq5A&!3Q9?n
zO$S~4S<CANtj<uD7e)<Tl320|$c2h1k+%zF0^UXzCzX>yZ%fn@<y*l-O-04j9+G%B
z(t0oOztMsl;D+M+Rn_iwhyDDHROJ5DFGTrQqIw7heshbKcV21e-QA#AjR+g8dmO&f
zd7__LwR`E$4GQ+@Q%wWd><U*xX;Qm#lm$?f&LNhBnwTj9L((>_zZVySccn<SV;}T~
z4FCQ@CA5i!_~Qho3${(HGe>$@j#cqDatz;*A&oBpUb!K*$nvzpf|*wXij2D!OJ_J;
zVC|P>r-r#-qiG2M;|?y?Tn~`t{!13uZJLXIf0s-T!=M=~8*gWgAe#m$03Tq;fH&xc
zFc|9&XeSPhqskbcp30k}qw9i%JkyV19&BRq=5e6xk5*2r9OlYOfi@BxDS<DpZD2y4
zXNw5@Iupa4i}dS7WspigxB^K!py|zv)c=KT1~Nra;MJ(YEebK-^A-eN1opmt4w-E5
zxOhck%#szgz`0z@fdMgIg?fEzr7)<k;h7pLw!2}Js<}7McnVTwp3-;RyBw%*48pWF
z&8)9`5P7=bbixy~Pe!ZuL6|NnG~M7|-H5i@tFb*SKo3bFCB~1@a?KXr$x-f%1}qhW
z^;G<upV}0tkRkI4bm`E)_v|(9SS^v`se$y`eeo0aWeH$lv9W-M8@ue4FfuWU51LS{
z*jd9^?iwnH>;gO$iLm-nfdqBb2^d*IAmJp?%t=)UnIt^;H>DK+ZUQN;bcVRw|JlOh
zzfdb4&oZM^)>qrhITi#aN*n||OYsD;L4^?5D_!A?r9waY>*LY1b7b&PGz8CNE|nop
z?J35#DyBZmdze8+K)Cg*B(br+bQHtIs}lb~SJ=`vwPms2)?(aeelwNUiZW++0)6~H
zvMvQ~D+zpIV_q>{K7)JgA-m$ieIpK?sJiog@GfLQxq)Ca=sVMRUSci(A53PiKx*#>
zGtLJSnng_j`XBN2Bmflx>bB1P2V4EaXw3@9$l!<iX4*er{x6vR`-Bb-?pwN$`5&k7
z&pCAe^7~E91e-tedHNsy{^_}X27UZB2_p&Lum4*pZh#o{T|jpM+6>nxthJIe-#?tU
z-AHVII$ye$S4>NBXGr|~V^S}4eddbr@NtrgXKb~NCrm6ENd~H;v*dwHK~FlleMTfh
zW{@5+0@ADJsggocJxxw@S)FNMs(FuOc^0Cjbzo>yKf{ihne+wBbbL4&(v04BB%mM4
z@Z?7oBvfZ1Y6EVCFaKMSG|T>NAp0w0IO;SXH{c!ME1Eae>5>sOZCg>t>S0$a(Joi$
zu=loEXgt?wwEU`eVBV$eUq7_rO1Xc36RD-f{c~rcDL54wwsOC*hEK!oM+STAGE}#X
zw~K#9?uDEzgI8E4hk)Uh_LAu7yU8de&KpDr>@R-3cbtd6E~fD$(b0{zE#HfyCL5h&
zAIUnu+k`AwW!T-3zYKfjs`xzV^{bnSg2PVz_dOgL0l?;YV?|kFL;5I&d;1q>0ZD6T
zxsktb(m6K24!-0d@O=dXl^baP6)K-=5EJnL%|D(Y^-`k--iX_^P_42RG`~UJ<wn1<
z?75-2jE~|Q`*X9$gxE&qB6wD(X8yvkF+4iuQTHg)o?*6s%TSJ{H|c8jkXf9{1+poN
z_}LdHct*8mif%bp=zK>xp)Bt=e2?)ZbNT!rV?-3=m=(lN&y9b|gIHgMBXXgDK0(?A
zyzCj5iFVMBhp2z+%>N+9VXZ6fX+ig8wsfx~W=btlAk1dgex?<lS23*9oUnExPv_kJ
zQ_IOGBE}>IsU*CqXINHqJ&^#9!C)PXpSzKi%Id#!CNHrKDgiuOtlWCte6(NOS5aYR
zce8tmyKuEsM985eFs<kDD@%Id*)KC|e6`Q)4KJCsVHQ{zDv91~*@?jL5~-C8oH72R
z%s!M{HHX4j{Yor$qbk91V(5mlYp+S0vAmdp3kaq&a}M6uc>R03Ry@Lxn3b^ZDrH*S
z=NGv?|ND#0p||WL#=Op>qA+X75t3<3tlS-+WNOT3$EC-ZH^=oKsS#sw(ihob%MqG3
zm(H!>lWiNv@RE2cA==<^GWAS&sfAD5gl&uLD%5E9tAG+`*vHg{nc;Z48~;mifg>@Q
zf6j;HTmwR;lvXp>+hwnxVr5R}%?2+kAF)8N3l0j|mzZud37em4CMOjo3}mTcuAdl;
zoI8fCiycv2{@U4BQIc}k)S@3I1{EE%ygksM-vsnVmI^W|LOzJ=fh;L}05}M3Y<Q=e
zb`X}gkFWrI6w?BcrrG+jGXgE!bN;-Sn1$%OvBnB+JBwl4Rn811C+>*dkU*Q3@nH)s
zYZv)l;(+wjyL`>sx$fc?*_L@Yh(M!a9@zMUb8pRdyj#)ViP_iJSB*>8)@x|+<gO-F
zD6qTVP?>{>BY6_MmXj4v1!0bIg3^aK6Fy!nRj)^uGW0zL!Ie!{Z}c^<R5tFg%vvbs
zrD4mo8*;hH>?kX}0hKQ;sykB<xYlSRo_}3hoYkw<XUK+e>sm-Dx3@<jj<mdajL{>?
zoe7<L!r4M<{VE@7vzmIZebq}~s*{hasN;mQ8o99z{ewqC)jfYg#?F5wV##v1El^oz
z05_l{eKlH<G&2lpTDL~X?!TG><C-MQE@L;2ni%8tNWTtvfbe39Ri@xE0QhxZ9aiN$
z=Y5Ddq7_PV$x>pa-O1ty44#G?L2=zhm}A(aDE6L`EuvjB=<G)&`au-N80z$_0)TF(
z4@?8W-!z3J|0<HkOSzXc)Lin)H3NZ>?1c=n4<f8G#SjD%96OwNv`<_*k6cHr-@MoY
zjT_Xl;nf8KXAtipgW=Hljl~=d6cf&NCF(0y@`l}5pwsOY&9DNcG}n7nxiRc}t!Tdb
zC7|J(nA;d3hINlA&X37^bL>o4jX6;4vFUA(!(MHEW3Eh%DlQ9OlRxD4jl-S&ig6Y*
zWI!CJt0JBi=1VpP8!bC#vgDT)3i7>EvIr>QaS~%`2NyDR?+Utb&&A|HOy@%pM6*w!
zuVRv@TH?Aj=j1IPFG|2cHzpsYA-^vby^0{wlv*NV>R><YZDp*1I1|Chi45|%(d}`^
zoPda!3-VZAvmO_e@pqB}{HW#0Kn(7)b$hn3K;zVYkSAZsxC`Vj&cvnK_McJrc%VWP
zXFvu73#KS0-;BOFc8B%Q<0kIkpsRevUL*!Uo7?5!^4Qng^#Y%7P8mBAA;VQgMqyVv
zcZvohty#i+ILR<=QDbmeXy(oI`t4+|wB-44j9DdPsF*^cS2TVoFb{I_W!E{>^O`s}
zWS=Xl!<PfUpc=)@RN()&EejOEn^IWYy>BP42exxE_x0_;uui6cs#KipltrmdjX?o8
zy>5}l*f`d1T-VC`;Vw;RDhM@%RaFx*{~4#U>fw$N_+<lQ!)x7Tt0Jl0qA~pS$reIz
ze?i3}OiS_ppzip}tirPq#7FL8&VDsbh&XD8;d*IFar#ha76JRs1U<7RD1KpV%Y;Iw
zq=a>&AG99N;F$7onDU6K*RT_uq4YP_piCEhB^|?q`v=V5x?(H)`V|H0OvR$n!<-VB
z=Zcw}{QTS~hSiyUzj@h4U2<21Ro&fKACHigPbp<yiE2r$xWg0yI5-I6NwUaN&lwb`
z8ItL<);jpy{2vi)OaDFE{dpYF;;`U1Y%hE6kVDksi=ghi*_2e!@KyuAZgg^m+QT)g
z@c}L@H0%aZim%4lP+UF!E~H5!Xz<dg{YtSwR-|^{_TKQAg7!GPghFo}iEV!I?bof(
zkMouK9{m`o|9Wr=MC`vS?m0>^JB;&tfNU<l%m^G@(H}^e=y(EOsb?>jO!wgCwUbhW
z40eUSfSQN;UjC^ec*BZ26o=+HVfNNp!IE=3R=y1<ZM&o?prXFq-b1Xf$H!~-m-j2v
z3dO9-@1XHE(VqQhaUq$)2pJIuf*a3s^=Y;dlmZg;#w0KxbY8D>p}#21@>k{Z#CYCI
zfmd;Xa1=ZUws$ukB98y3hwM?dumbv-)T~3-&<N$doY!WJXU2fYE#YEZaJ`mnyym+1
zPZ5N|dX!Xp=S-^t;dgWGN2{9Fl#3^TuOM_G;XsXG;Eh#wNed4k-#%Ry**dO1z?pa7
zp$-Q%-(RsPaly-6X(3g)$tWjR*b!%tT*ca0kXK`}gr;?N%*^8VFzphI_@U6BTLq>5
z6u=dD@kZEp`h1bY){a3f`QgZq67EH1)0{yP2`3!L@NgRP(Qu~opze}!Sscy$24{<L
zOGtT2D61nCNiE#A?t0A|^t4K2nfrt_;P`aee?{e|-BPyKXCoT9dpV9(x`{|`fNJ;1
z7sqy=6LuJ1+^dCnuCHHWLK#e=p<bV8efE_f6LNu98FW>R#B+;&Md7$6`_uv@B)X{_
z*rZVR%I3TojP`lFbL^d|qI_4dbm2TR@}1!NdJWG>Qh;V@(%2XGP8&3#w!kaFSGQlt
zxfnrY<$v&v{B94^hb?p<*qmV*U3oANauS7@ek5nX`fO!hJez_?gOm>?jpT=UK`)5p
ztrOA%?&KiR%^aF^c?!Hbu|z~AaCto>wOJR|rforj;7<w-sria%Q0D5CEJ(Su=8;Sx
z@rt<^Dke5@Qnt2+bC0wqb<=YNaRgg(vK-pHHEie%xrg;{v=rlM3)2Y}TFMcrpMMbe
zDGEG?!m)1^QO0F^R;UL??St2`zW$0&GYRbZ{?=5<_G+5ElJI9JHPE0z-RH<`vYF_C
z!RV{lR7^r<feQpdZ0U0(!ckQ?7C+9M6GCLQ*5Nqhrw-~J8;q#JX9!15#b);Nn#UXq
z!We#fu)vSI><;h}+#4dt6~(Bs*1+OOa?@kFrNkiBk{<DC7%UiI;1-SxMuOpF4ams2
z?Rx(fxuUT!ovxXa!*dean5xw>^#t)4Dj=kiq4UtRgEyW9XHEBO?--20H@9b?WV$0I
z!N=?LpIKeeRbbiQJu5M1OJ&9x&mTdHvOY{ef(gpJp)+>7iRiZfb5fH&Ungedk>ipb
zCFmn8sKRV#wm9=G|9cXFC4&!)d@Jq#s`WOU^9tDsdzdNp(``KomNw}jd=dy3GD1DA
z-4KwS?YrPV8ursRumlmV?yLH6W4Vk@U%xZCOHK*qw)gg+R%g*s$HBJ(J{Xh2x@>Lg
zw8I!UVCCM~GRA4}O(76a70a5cyDWFw<Hw>2mY>!IS8Kn{qEm|>_g+GktegmVF9DVR
z_dkW?>kOgAp;<<vo;|j?IL;jTW^_`cT#zD}hb7yLw>RE@Lv_mhe40QWWWW^ZrxO4|
zYf#8YJ?auFQ4T-8yRY>lJO|p;f57ycc7Hf1TAIG<nkKh7%WN^Pu`G3&asE9OdOu5e
zL0K*^kaq3Qisc{(j8MX^9{d2uaJk>@OldOb^;TvNQvzXCuh`kt0tI!y`*R%2R|`o*
zi~int{>D`WDbs&FHAqbJ35<*$==1_%bPLR>7K<MY)L4G0_p9zHD>Pv&(Ghj+&kwk)
zj=4QrGC)!Owmaj*(p3fuSi3v*PNqihLb7QA<Z0FMwJZz%0va?lF&=O9^p+h)Ns_o7
zyHshmdjoUD_jyhn$F&Ua&7#*zFXk>fIc?SGOGEEhnw8^p*g1byWpTA{sz-I60;Hp7
z8m-BFdXkvG&=Ww{{h?G0UG$Jg^Vtz>ksQ>G9(U~=s@S80s+6_Plo+H7!A`?#Xeol3
zBr!?UGFoS2J(a1hoE#_6UJ%V}XzYNHznh>M3)IrO7#J4c_$rZ@#@^_Cf`JUZ{60F@
z8^l<3nhvQJ_J8?&l~8j&7yf0Lzo5-KnLJ+6x3uI+iSb6ZFKbN&(wk{g{h-LZC~jRD
zAx^orQfH?fI%&Dizz-+8s|3U(a<+(L<S2IfFM%&|o%a#{QqFZPaA$y%+4W*}(SIn2
z95Q>nuN<~W{r^kS|7D?%FkcvMog0Tcp8Iq1=1<fkAJ?W%C&#ayJnf?q1;#hyv<Hb@
zOVEvKvgvFTF83>7*QmG8*yRR|F2NCxe|yxeUe7ZJY6@p2tvr=cX;f1Ei2Ft;*=@$y
z!gos^r=7DO8>h%$7w3=>BOlu#0DZ=)sgHTiXB;|Nf1hz}VPx3B`JNm<&2!jz_fb`w
zrJ3nlWqGr+Jik?4hhH#8XL7+o*$RE}9d1Ql_r>eQ(05IcHC+dfwyA|tx0yovL(f&)
zUOLe5)T4oOI!;)P$y`-tRc4HtJdaw8FtXgZJK6lLpfo3<Y@2g-VC#a3|6(lzX^b7n
zwM~h_#{*_``iLY)qybW4L$>`FPtxG<Lj$%RXZ`Ofl*Fo?NlD`VZ8_qvocHr|4sEYj
z?xA<&qqrDXs}hPIia<&Tjl0r#SzM0lQnY{HKa6X~8ZW6wy$Y&&W(Qkp<0z}mH=5gb
zlK5(M{AA~_`Q{3ZRrt}igt<Ry$M9?4QKWcwHu<Yw2IEmHQ%*S&HtGzr=5$>xOCwbH
z30VnAyLFp?_lr+eV*5jo*ns)-DZ8LgpmiX>$s_9Zn$LbEG&<aL*ZW$}Hhx26K58$&
zZ8yBpv~lnEX>BUB4Tebi=1BHtq1{_ub(v$Xm$zChp{5<>UqvCQbd5PG)q~3-n(p-H
z<Z(D5$<`Cr(Ze^5$2pQ*7?kHB_co=4E_;T4`Igf~#b?t+X`GmW(Je#ySL>&4HYZc6
zi|g);r&W4eE`L(4rLTb|Q#qdAZ8Z~NAxQ;5C#bHs16!}+)l;RH$2X{sS~OwBB5)j^
z&fb(?GhS=?J<mblkj@rghauwv{E-7_#nSM8{1R|;bvfC)J=1)tI|0s}5nVhFR78@(
zvV>!ztp$_{tLl3Rt!`5T1SxXd4?4al$h=p7Ran9VJB_07Z~cpw?5>Xqprr(~e=Jb4
zV>aq3Vd@}AW9X~SIM2g@HeSR^JA@h4${Ai6dNjP+x&#hzj@SCKaQO5;I0~(Y#6xCV
zs<LMrB#uHY;89Um&chdzEt?B%*6^ecnu+Z&{l&<eNUt0f4~B(*EC1b~0Cqt)POz3a
zgez4PM_0vbwD_mYJFp(0yR&7BfRSf`NHI!+k{8Lg%&+dS>a;4lW>!GfAVIp7!%G03
zzQ0BjXih|{BI*Hgslk=pa8y8)-exq!plLZ8-h@@JQ>)d&1?Zj;Zin#91LaBeoU>Jd
zWDFMz!7arxe6^FNW0GrY(rSkt*Uobn0r;E!U{pfz6$)7u6<4Pl%T$i)hx+(4W)rUw
zMR-pVC23<cu{l`XacB7aG|J~fwN&|ioU~{I)1(X53>$M_EhRm*>$uS0G=G5tDvj6r
zi0&N2gsFv#QmJX+yr6^TALsMT;T+dveZ<Ihihk-%;OmL+>jl<)wNYBk-#n17kxEfV
zvXZz+8EP8xhkm7ItN8pbPL$S&(QBjoDPrT~2mx;GTw#+vMSz>2;YWUoGptByk!0FK
zWz`kt-PH5j15M>)u|3N<61C!sMZJ(^n`)G6RmIhT!O?T2^Rk-nM3e=RXzeGuYm);u
z-6p)LXjm}^b(*?bSFaX?#pYT^?%~1or4f<q$Y>ZzWMnE$&B-?>t@Bxi)SlBlwy@(~
z@#GOvmQ1N3wKJ?2j7f@%)CZe=9cfTD(n!djR-7=LCM9dNsUSx4beh$>3>)7x(-6vh
zrJo}slzp8bHoXwZ{Ym7gTdo-l>|Bol-N3$tfp9E1L@)ti$>iNE@1I&#HY8Ej^Up75
zv`1B;Uh{E#L!*o9sbh7z&3iX?5*4wGEDrNp<&0sGsw_&;BgSNLaftr+vy>YR>;=ZI
zPbw#>!~S=-7ZO4X`w=;)w{qkrU%lX(a;Ae$%I-@_jVc<m#b4o|`3PlLV;qTg>wEnR
zX0*OZvJKhT<E6-$2&04-tBJB7f>x$HZ3oWv1e6R-RQ?8M8yUo-c}%Llaz$1S5q<iA
zhJ8~B$?W<sWJWao<T)Y5uT57{jpf)bITMNRxBM>N9ASu7MRw?VdhaC$%5Gc>7grSC
z3*p(3!~nxL2tCh>JMxWVTpJo;!~r(_k*4S*Zr0PvQCpw(i>s__KDxFP%0kYItITV%
z^O1t#3+lc*;{JM+Vat6RepY`Ytmgwo(hzE4{qY(Kn|Im%ts=1{8!iSoq_<e=+hehS
zUY1ps%OCH_V}~q@^0Z{}x`ClL!PA!5&c?>6gl18P0Uo{o<&_$RN=<n3f=rUohn^aE
z(okN1i-<_BEa^vd8>=`7sQBXiI0q}|75gkFv-cs6sZP1{VJgnQ`C75V?{ZFp#3a&d
zbmB5~p~TP;9e&sm8aN`<s#%U-?1_DCjFcg@cp0=ffFpjy`Zh$(?)eRN25K$75OV8;
zILAhxeI@^4qOAQqxm)mr@42#h$}rYY))PgAy>+rpFS5)#*a-&QV;TXTeFrR!gZa=;
z!y;L8Fc%%PkxXLgEc{0j*gRn$%X4h)*T7mnGg9OA{;Q{tb4W%o>2JstE}%-x-}&@8
z7XW1GzvOvHtZJBhtcM{$nU~`bJW4Kdi-yF}R@T4Z0g11WZfBZChpUECs^^_V;>w;%
zmXG26*_hEKVY8~&_=@wP)Y#&pdMvD{91l96?{E^{HF@Z=*h4}Hm~bLSI#@%2d(6Q#
z;_TQ`GpES}h`-x2nKE*FdGr2VfQAhj=iQo({AFlMTiBZ%N0`x@hxl!sgJdLK0x^<Q
ziJalqq*+_x%ppRU%={TkSw(;FimIT@;`kfPH{E+p60AR%Ah+chS}rG#IIAyw?+ei!
zuKOa`gi^C@!_nZBUMAu|s5_{-Ql$(l^pfVr*ArD2s_hv<iQw8}a}PtrR{<<OLXQF3
z!2Iusj#{|fOo1#d)Z-i5aRwFjhIbu)`**Y%ZFOdEytJsWPhdN$u;GC>=TU;>tVv$5
z-G<Je^I690*mI7fHh}ChFq{532A4q40T^nI>YkP(aL97kt)FM~_p5r+7*1Pw`yP(V
zr&}FpnO%Hx5^_Dv0~`ELLwI`*6cCOD=z}RwlI#<iwU5xU>ZH*b-M`(`+|A)3SudCf
zV{n-G?U}XJ5<~r=osxPbfXn3GV(9+}s}peXLCsI6&wp08<*my7F;7p}G3Le%{b7fs
zyoXxI?!@*ZeT-tdAbrCcA04ezbF8;nf@R;~r*H*=85xMO7+2!Rc2lgFK&0qKAVWA5
zSffR|=hIwE2+J+p#g~(0sC+DBTkHUlUL@E}#uZ=iJEGQKQGKU8U_e0}SU?jA1P@xI
zm2z#w<%SS0!S(%?3%mN|?ewrEEJW1y#*@xh6E_p*MMKhbdZ|OK{RZ_aykSkoHZ}~^
zRZ4!a(AurM!~H`ogW8ejoIN;cM{J{T>LwZWC?KOt0#1_8(o7sDp&a1!(%Pz#<engK
z``|e;8J_aMlDoK5)S{bx+vhO<&zC=PNIq6)eOs%3ds`>%7)L&zlS!8!_G?pF75tt_
zNEy^9%Ud;gf6|5_7s>NU<5;n0Vz_J6kp(c=v@1r14J3Xu+R3!gnyV8ys+X^fABGA7
z&->%i*tiF5g#vGQn*D}Ou)Z)V3*b2l(zN|3`zzSn$dl>A!`YhwMcN98F&?%9g%R0#
zo>txAy^UgVHpLqRHrTmt&=$~n&Wec$h6RYW6A2dd-jKg#8=!hm>v78p1SMq-RKr)!
z<tZZAu0a2k(T1YNN5NjGOSQ&_V>UKxfbBsoO9}c2tOt=h_-0dLnNhFgELK6JB-W=O
zBbu6u?;yV7z=M*rK(Kzlm93QAc+{ZrcBNYuvs77PFCVnt{z-WkVZA`RlZmj8u!<UU
zl%hfi%5NDW&}Aw1W2%Fc>2!ACiHE1!T==JF>Vz>m-iX8i>{jo6@AvleME8Xs%#tFt
zVeKp%#boxEq+ga*va$AY{tu{9z1L8v-Kh=J{o1H1r&)Uc0ZU6}S~}0po4xfnkyp@-
zSr&rYE+!Y<wD0yZT@Pk1W(h&9cK8dLRteHVUw)fpYt%$W;bVC1PFqbOnMQJ8u$X#s
zr;ueexc|dduds;miy@w*%*GS?D38&~(!Ns<TwJC9rSOZ-60H80VCfHZ5Cy*KczbG!
z-=$*JQ*C`bGHEXvaZggz&Nwi@jM*TaTV=QaoYul+HA=|r(Y~O1RM8hyr<C1o6#c^c
z^h}$Ip;5O8B(3xS+<yag6c-Y|aurfQT9`-p>fiU{cls{3a#81uOZXe^NjC_y%<grZ
z<@@4eXy<4_A1jcr-)>`k?`$jITX$P7V?X06pE>5~f;1BX60%6#i~OU_Y)O8Hc{CCJ
z(#Trdy7ANy929Z+pV{D#!fA@pQh31HKF|q#|DybNE@JmsxaH>NlJSbD^T(9Hj2-va
z5!58jhvT(A8I!<MPf6!kTa}i?c9vL97yIvj>Wy9fuX^xDp1$303pJUYsS0-4&rbMO
z7gKzn?{?~5uU1_8Z-|)=nw<hqlOW1(=zH^XRgXGhee5KB=yUzEj4t5Pq{O)08RR=L
z{LgDuQE@YN62NiZKMQQSJc-snD;L<L@s{g{24wfrVabDs`U{7vp=bCgP(VHoN#79m
zbm*!vjAX1p(&$ulA_Bufoij{SgNNv=2V_Xc!8{F*3RO?I#+IX6E4dVGn9*09vQbmE
z+FNz4UrQc{b!~WcsD2#@pY_NPP}yhjDB1jS2HsY2rh_>N>Fx4tMX*L|e;mFgO<?um
z*~*HsjZRo`qYWuo0Tz;VFAxUim7Kex1RtS8AekPAJ_AI!-}0-X{@$;z>&?9$&8?h$
zy)c&1hqr1>k&n7_yQETFy$z>w-BH{+YmKl?mb8?y$4*{M@BCoN=FRS1;4jf&-MpMz
zrcT=RwMoNOugypJfS_TrofkEIdz~@s0xqv7pVNc%>CMr#pfJcTuOqwXv*qsFz4LB{
zlEr4^q|*t$^p!NF+r-iM<NQ0a8EC?l<~tT^a(!t1l4COC+MgiYU*>NoPbPIv+Zl@E
z_qj?0Pj${kw?7YW?yVnw+PA=4Xq3H>Ob$GpFMEE6%TO?@U!k2`VnYzVv~PrB5K`lH
zU{CKj&C<Twoht@EjP`LdZq=L69gap0fOC2&-+B_Ud(&g#V)$jGeE4LAh1Bsj8a<ZY
zI2H9`=GWcdI2E=q?k6$)wLueF*Y4NmrKLBIX{+h-(S+Baf`V+nTVj9MzvZ0VS4Hs;
zTdUOEw%TD@*#~9IA28@>5jf22DL`<gT0|aIwT0<;hjh47x_n4~wRIm>UB5eXBc9Hp
z^RHR>E<YKc-iX~$2Y(reM-Cse!kf0lhS{}n4h@IFXx0ThWtG@s0x{EMs})RYQ$qlw
z525{ROt^)K*~8uU4{ccAsE&-~1}ev;ebN*+{^Sd`N0p3Q$Ry6<9fH*LL|DiW6ISj4
z;}1+YXYuMG&ZauS<rcu+lX1H|?X%)inX{+2IXVYjNB<d@{iNstCzh|Poqdsd2v+LO
zJKReBQ2^@pdNDX85-#sxxgnDPev>{qNESh3btVj>ET@KRV?{sniP;vY-Zy?iygOR8
z3d*I}v6EX3o=Jmn$YYb~2HuU>;|SM7WeM|!{@O?7!<#><NB8{>hAuX-w-wj;3$a|D
z-!$ED@K{{%Pim^(;ElFJ-uMQXXmJF5=w0~JPukCoWTzV5ge3@kFS#7Q|0IuW`+t=E
zb8w_l*9VGDY}>Y-iET`5+sVYXZQB!@9ox1hnOGA$IX&O|p6{UUy;V2=Je8`h-OpyP
zAJ$&$7srY3cnQ_&5g1mM@j1O?T>;@!ktZ(-=wicJF2B$eJJJ+<%xQ2-HO!h+AyhX=
z^)5gp{>@eB^?rueSuk*}zL5~l=(|t8m+&V7j7=!5v(oFwlCk9bCs$<va6|9Mb)My|
zki2y?^B7=xt^&S14+$OoJL^{LqoCwvTgH#{x0_JwG#+z+LP2{2MA|j<9^G%M!?!9D
z&1~~F^TwcTeDjH2)*2hIixbh+lHd07p>ikSXgXtT%Oi0IXW-|DGtAWK(0?^;0qZb~
zb;S(+#mr8=OQ!Z3l-rNNC3;3E&Pwr&@(`<pHr%5*gUFgXtL&^*dtl3v-Ef|&m~zEk
z)upA30`z4%kz|I<@}z(F*QX(VRns#-%h=^w?d5YV+++SrCT7RhrT<n%XTez!ui<|y
zKZVcX&kDsJ#y6}YrJ^zhp|Y^gn*=&Nm@Ren(*nZ5>PG$NV|SvpJ)a}zdG;{vvyBDs
z{*?M?Fpl{;vb#zFu&}mP%%st{Md4iM3mcMm3refJ9fZm0Oy@a{!az8cSk-4j5pYUu
z9L1YRIR8Y5l|@Eyb|CqT@It)Z*fu{kX<OgBe1Sy<SblRRQs4JDo;s_I>ly1YI?EJ0
zUY-M)d#DOL+?f9seAhJf!p<WzT`X_I`15Y%eo}Xe@Z^Hqd!3EWeA}C%p-m4><BtZ~
zr;vd$acMx`-zgqh)QlSo*7V36N1Q=EWRdRhR<XtjWRUHFl3g=A+(8a3RM-4aMFV-m
zF@ASFy`T?Ni<&}OiRC|n+4=CwpqYRFa?bAD{T^D5Fv$BQdKdR1uoqp~X-fqN!5qtO
z`SnUMLvgX*_+I_>jn=PRo`eme{Q=uzG7OFeo)=h_hueR=5cdsY##i1jVXtxb3LPBs
zGl<?0+<d@5pI>i0UhW*KW>f!O5f5AYo*#d+?DJgs_{q`M_rO3y?&}6hMee8WkBF_~
zc`%ytfznhB)J8gucP~>jzm0TB7Ke81L$Kh3WUEpdAsv$VmAEr03#OlO7EW#+ocRv~
z?MwY9QHGS{^i{DclY{2PA=)HiqgLz%{faDCe-unV?w-$;r&@1gM)P4u>cXOTTbo-%
zRkZFWp@=}{za8y-eH+b*o2W(Xkl0elwz^%?izHI~z9V?Jv$>wg%|uCjqE$z+*ijXS
zI<4g0oUF(>-xpK`<d<72j~9+_e$JoOb)m!NsP{@g2uoZ!@zTuifrZpU$5^%yn`F2$
z`eHgbGN1_MI?Qe!q}LgyK$0<cY*BP1mp--7O+eRw5@d8sx1ZIP#<?`4*my*n$S<I^
zCvbbu&(N=PpUd?z!EHY3PuH_}8Z`|668pel{peE}$eW&7yh5-DzM(_mR4Rff4Ch92
zK+5ewy`{Rmc7L8{Cm3Ur2C#ucjvrNda@e?gy0ylAMcbYm<DZ(aiNf_J^O^Q8G#tr{
zZqN~&*OCJ+G~;hF?+~uvC_j>611aCKn)*-FX2O@>`!TTO$Q){~PB1)|aKR-q(P!E)
zei}|?_if#Ku1+jIa-52x1S*BO-BD01(ZWy{{w8szGf$+)78IPNEDmpzWHLay=0Df<
zn{eH0R4`OE%VMhYBc#Ud+d6mH1H!ZNs)I+c(DaWB@#2AqEtuu=zP~D(y1!|1K7Pa0
z6O0}4Fuj5ve|RreUL4<a&gL{l`C~0&0(_R^G-AX!_hNYCj@P@!t}kcfk`lcYoqKSU
z${BX4D^&#ERcYNZis^J0sFC1I;9u?n-WAYG)u4P}D-DNwXk1=8Gp^6mxzjDxB0~Ox
zctR*EfkQ6GA5=rtmLbj&$MDSU4F%P{52;A20XIl2|LD*;%m^e4$OILEJ*WlRI$O=Y
zp`@%Ty__+Tc{dmtvj?O4We<x<t=DC3QeMS%so*Rp;9<RR^=am%ZFYdIt`*?lGVR)8
zce?zDwAOH8ZT#|b;NWTS^(y%8#Sm|nvGH4PP_ob@@hczD=5POpdlCHnGc4Nx|1Emf
zsBYE<+wSG)&)r3qP0l{$49fl9)seCMw9!mg3=5}yTwebeeyE`{1zeG>sO~uAVSPb7
zGW}+Py3i!)in$O9x{s~p+Q3i91k7ekT?EtAGPR@tdm#~NReARZ_$yDgDpWOy0EDDH
zDpoQI^+R`ohofx8p3KOr1wX(vQAK>AfnNmK5uaJ-=ac6K>TB0oDnSD|%1ByXEiot<
z+!UVcq8xL9$gJ;}dz{!fV2I?V)N6QS95N*!ZRqoL@bxj=)o&=Sy8l{ddhmjnf!UWQ
zB$#dd3k$aXt<=inkjnt?Xfz)6l3S-7zhPVJwLr%&M<r2q8L3t$+<Ta+>qFT#vO2f$
z&|SILvdrJ}`$KeVSeNYZ<UH?X6OP+{vll>yQ!b~WBX6kW?>$tSl8cBxiFyUfD*X8z
z8+u$ZC`c<?-oVO&^E)z!z=UAhnk3AJarm__nc2SCA}h__M2r;y;M1YNt^{HvO-Mk~
z5lms#k#rKGE0%4>{iE29ipr$tRhEYtjYbz^^at6nO{Z_5y`hp6(@0%;8r#QN(sAFx
zwfnC3>KRi_WHlJztq;f9<|*m}(DNC$!x0LB%}oR(G$jRYsSX44uLVC}1W(_~dwqVt
zeGPj1HyQRk2E1$_O|AMt%b0v}8hyI0`+W32(KcB0JaqU!*5#j?eZ6M4AbmCz`c~+7
z#F=y&dYu&S@G5?8(npLztvV{z*7V5Yjk@cv*vbUsAv2Hstm1YF9VWWy!|tjr)$7py
zJbzMi`=*()B})$-Q>>ZYxAZ1kV7}{#lRe+spfO#w8v9ghb$x;Ee`lnHirq$e>U#)-
zhy^?MN{|uFMI-ud)EA1ESmp`P|EmApE{*HIe&O~7a=iI~REu}?K+3xUVYc%TkS~F@
z*uTd>{yrnrWuIFy8pjD)_qekgJ(*h68$O?#tX(GiJ6eM09-bIt{Y~<%@2-^fN~ZVj
z>6tpt=Ay3D4~*_!4TGzC*HaNc35IWnrSq#`!e;4%=g+KTX{k-O#XfH6C&=Fm<~c9!
zw{*tAkg-2#T#Lh>r+CBepZy+4+@h|%4mF`rSmI#96KpdH<!x4&wN)C0jIb+8oxZ>E
zU+v;3@2gsPKI%nJt<K>&M_<OEW3UVJ!VTU}C1KtD&Hz}wPJqYj+SM!aUf<P+%WK`;
zp0`(j!108E?_K4l;L~i+Bb*{*H>ACW`<r}?plEdq<d8H*OCJ`K$TXtAqv=K663#w7
zri7lJZA{#cpf9&nrs^Ds35&>Yl0wu%(S3YhC}t6Y^h1B|bY;_D{n_lkmcP^AQG@pa
zj#B*RcR$j11=Vr`6Y6>w9e25qcHZ0zHvwe~Uzh$|d*K(K7qJoDq3lKQ9!?{5-1@Lj
zzwz7eu1TM~6g3c2G-+n>F$K{EcJvoO9K%Misb@zO49$B#v5vp)^ZC3t{oOyA1o9%^
z7t6oi^UX8-UuVDG^8N1o-;ci7-gZB4MubRk_?bWV-ztUio{H0%nM<iT6MSZw<+tjw
zGvpv;z#pUfN@)6|&#x<P9gi_;c6jYstZRQawGMeQhoK(-W@W=}_$U<w&xz0Ni$Tl(
zD5Q0k23NoaP3D}J)Ao;-J(bRhhxClROZ-g_Gc_;7V3P<P6ZhX1Pm-8-Qc#a?_P<xN
zN8T};j^H8YK%rt=6!@e;OM%B>gUt5v?Qg{QbOOJ9o@~k{1-O@PQIAdfU+Op+T}qSx
zeFzVPy6?b#AaO;|>Vsd|kswt%hrkejzj){cx!)E2vLCppp*U}qNF8mVJs^)7S`I2`
z^O`>iF=}_b$Y=D$5RditeYo4bWFPi?ykO+`-X(W>#@!?PD#iQQm=)~=CG4I{9^6%R
zM{*VR`Rv7@(y5#XV<y{0`ML8+LGQSBzj`@)pCq$)zsO#{o<2`nnR1<bdhUY-zZ0u=
zs%yBu|6CQw(XX?5o9rl`kXso-X~b9ZmavSJW2FV=MORWk(_kMCj3Vtz)+}evuy0(p
z#`!n;D$dMhU$(MnzRLT0H~~JdDtR(JxIxPb58%863Whwn4QsIh+qUr)UnF<at&)Ez
zX7Hy2MNUAy{-g(rdpZiZf!<BA%|`e?&c6gWDoQf#puIB9N}RuReVsS${^Gl(5_~^f
z^7nj<TU|Tf<-4cCy3TYe=bGry?Kn+jbw_>Dp*f4kyh)DrcK4dE8+uG#)Jb2bx42t2
zid~Uqq0qiRI`t<q@P3_4BMA=?axnay>A1SiQPF>$5PsLktHewumfsR@;z-j|guEbr
z<jSD-j<QSh>PVuP#;{o`@|(bn!Rp{!Z8D-rKprevHPC2<@tUvVzsK$?OxoG~Fz1Py
zMW*#G-WVrljdU!|fNm1`+bh&cX?P`*^Sx~PXO^R!`Wwj=?n67nS)u88q2KgR9$2B|
zWy047pRJMax-L^ps21-VH_Rk1hC5WVUf)f@qIz#wv9=5UGc>^zgC9@3*CmV|63_z#
zfU;4n&+QtA&uP&b4gW{=!`~V+UuK-Qy?~ch!LrqK!dd~(O@r;1x~<dLkfNd2FaU4t
zc?~|&$Wu~Jx)u|}2mkaI-0oYl((p;dlSFhEH~=4M2#_4X3*(Jv;0=k+7>o!NxYPGO
z!qv6=e3b6*y(;`pxVaWXBa?B18OtplFk9lKVp6-lG?76-=DDm^tsk@!e-v?<qLLvW
z%n^PTUQJt=W0mp|)eBx6kQMAU!F!Pc`0RwuEy2=MW$@WNWN-FZigjq)WK6V2LT)9r
z7qv~$om<enB-O`uV38fNMHLB`%E|OWP3ZrI?b7?n?%c<k5MX=ufG_3Vy=1DqCdYD5
z@(0F7{W8lM^N>7h@63x)!pc**B%Rwm9IlY#7u0x@{)iYs4acVLx+dh%@Ba>BEk?9B
z5>TdFHXF_VVtTFf>-xNI`Kinx@b`9>EPm#bY2_SFu;Tp>-ub+sOUd%0QR{mXb(_9a
z0{wvaqFJpOLW?2AP54h&+^a(|>Kv)LM#zqR2x`6JJVbCZmb@7v8Y}4HIk5<=tN7z{
z^nGIZ2a$nVZheb!Bh^SJFQO=lqTi-k4hKNHR!;uuVF{|-Pdk&Ph3cQb^6!)Mqr2z^
z+7QK1opw@%s%6AaPJi@i6Jxj3=UbqM$joY0&KGyjSuL5L0?#Nw;L9A@b~s_j(<K$+
z{?p3$Cdh`_+tWqUltBi%OHycsB|D?jU#3dZIC@Q$9Im1o+j#X}G_~MOUU(zphVrWk
zf=SNPv%no%Q)9vEigunRwFBm;QCCJ9sk~YZX(waln)gGk@z8h-k;|Hf`A1xx(r^qi
z)}&x0TZ$<yDoyLOHtXKC!8cs9isNp1G3x^Ves(K+06q*=wjLP<vU#9AhQzp3|10dh
zUW#h0m8Y~JGYcY?NZgu`=SayB(lPu-?-fn1UexW_ois6XnU%ofnn}>$9u7%b0{3V2
z^q0}0#ogEUyPApFuiHAm=ep}R!B5XjKu^l&WN+tJJe>baFYf}VJO&R*R^0*Amzwcf
zL#I9NG%AC_7-5A3^PUPtNCSi{{H;!Ds%-Pd(&hu-y=bSsBOa4xlo7jCC_0mCS4?gA
zVwSz7**+e5A7|k2cRsxpc+trsP+VvU+)@c@{<a0QObb!UQT5^%=yo}^W?crM#nH11
zIbnV*1c{~}Vmv6>LO2i1+0I2jR$Uq37AfV4c%YNb+=`9YH`eXrm1ZG>V~$VMg!*_G
ze<dMN!TsAzFDl#lf)59iv-m^TEe^Kg*YP99$j<)NdxU<trVQGD73$0qK7^nbruAZy
zJ(U^?f94TQr@=b)qRvEPf6krPQ5oOrXG4IlMc4HS$Jo#f1u))H6|nzW@hEpBlQm$(
zj~2eBW*Hq#;)Ww`_&ld#E`!`Othb&=KGB>LEdRb;XxLSzqjxTSvXdl^K{3+>UHA+x
zr+Vob6>9CdQPQN>Zko%0tCpt-8YnDy_RvYp?BVv14%kBJK4dDJ+5YnXyemKIx&3kC
z|G7i-uIR4#1^52-*3ZOuKibCk^5sWy3ruggreHZG6@`p-r$CoYlr<)NqMA?$3g3TG
z61|uWsaC518IMWbkjtnUWY7$OG%l?buI8=Mh9#V$&Z&U|RS72HPiexf>tDmJ#B*KB
zXmUx0VI3To2=tJx*(^=1BmNp2Q&${#xA}D_f*Y%Vj1z>AS#1}XqQ({5<v8sU!&G=;
z3mOc%Y5iSNd`KygIYgTw#a{sxlpo^x8EtzszrFWn33!ZougDq41TY>qMoJ0YND_E|
z>LF<Bkc3@3#r%D{qpkd;gpX|H=u56fP>DgMS&nKjWJaHiQUL>eda=rF(J_=2h57~9
z5f8PSgUC0A-OLJukMJ<BmQ0rcv(+ZcPQWBAe-GvktpioeM-XsGb2mApR)XP$K2Ux+
zL;wb<Nn}6zJ*T@*R3iAuh)Fy02F;p58(-Cn*qSn&7a|!+PBDzVhZ3Qu00}sx{872*
z+w9eCkHN~$JCgrx@8_|_wU_H<PmS(H=;2@YuRS=Xul*T~+g<-d!4b~1-p{4{cfa%8
zHc#V6e?|{6L&LL2NtI9$Ld0y9L$B;i8B)e*&ejA+$dRJOv^mtk8y%ORnf!ph3<Z$|
z3c?_HwQS}&R`qK3Y){tg=JRJt&fhFfF)?V^#c3ttsw^|r)Btr}8+ya|Wg-Q$yHI>g
z2vcn*6l_|e1BG%3uzUwOZ*lXsa_L8Wf4)=(^f71(7&)Yq<fkRP40i^%Ywh>f(l@02
zrzJs&C9+nCzHe9{-fgl4ryT0|%z%|~WWz<PBtYKx?HM?6a2mCrzaV*is(%bWBfs{p
z?&_aO`zTA>Ank?o)9b?KkMKhJvE#;y^=YB|Q^$?BMQN#95;nmOD}@}HDD2ZG;7b{1
z@OMLDNxSxKELz~?f<tnP#u<el*Tx|c&pgTGxTA>Ru{^F)%<2`#5?IpdU-(@qr$8Mi
ziyAswKZOgv8-1<o%|98uZ!-11a9u3fAO1d5*?r$3@)5@0uPOPw!1{W85|??L8<C1{
zGzmAwHnM2$)MLQt*AfRza(=wL4DzTD&+QO1x9+rtq(KM!;?IyW+sZBxO%BeLuHL0B
zP!0%X&rH>$jje9#sW9#7^6rWRrGzIvn0HOY)os!j!8GyU=i@p)QD>G8es{T7ifj;P
zXc5dIGfB}FGW<3|-WvL6R-Glg{&pP({714-cZ6BJx)@?ZsMsY<@@XD41LAu@rQ5Q7
z&Y#V3p#m=EUiR&eh34DrI)b6=N<~|gUw_t?F>ISe4AEBBf8+ol?k;mx#TrD^yQV?G
zx#btuYLX+ua>6~dz*IHE$Hmr{52AVt+-+cb>wiDJc9pm0wG1^A-~JV?(N@n*chQ60
ztxk`ExcXU-Mt4Jxvu(98EG^{*mq9exDp<g$yOE5I6xiToPWkGXh29=!BA&Ocj1~Bs
zj6%K~DVCJrd&GLP!9JfVv|Y|6((fb-IpsN0C%3$!SO~=YdWrOZQ!)oIckUCJy>jEa
zbMQ03-)H#xGh6RWj(GD~F8Rs+=3tLP^CHR-TZ$m)wj(ErtyiG8Pu>eNUt3l~Oi#9s
z@S_|8(xSzXmc{XC$S4q`w=ikbtc#f<$=G5;*s%Jou-#2EHR(?BLUv1=7FJ0EbY7K~
zG=}d2zNF^v)E2u=s;+V1^k-mu@flKp?+<8&cSsQ>C%%rcUa$2l=pxVy%Cc?3CaoZ`
zggdA?EfzY@fTTJqkieag8GopwefbHHcYW`rWS!Pja0vMs^0z{}v_HZZ_{IFx*cL~q
zWgc}(?((c8KZBX$Y%~u@i5W>BUTrY=BK=Q@n~y=sbaXo6suBm<9PqvilU8ZWeNIDE
za9hGmiZ`hx{@AB42>2**hZ~P<ve$co^63ZH+jZpLp!#V&gPSYxhf&o~Rz6R2KL*Ap
z0GY?>NXqlix@t`}+cyqk&N?WJ;YM#q0VVJe5>7C}{PzPL$B4G9k4M?lO@rqr|M#UW
zqKMUp>(6=r=Uy<dTkaq^uo)gfW2l4lpWVW4O9-D?)H5m>W5Q0x$N>vO$ty1sJn&Wo
z?U%SNZZw>Gjj7aO{P4A9OiOdFoAAdo@oharzBHzNF#p!#_dw52GT^ZI@t7{m7R0{l
z=(|CTvEPSZY=I52t$BU4L?`*f1iJM*)Y&}3Li=$c6U`N;lg|Vj-S1D8<Y(4Hmb-^d
z5W%|?{q}o=EyS{Lw|<KyIm;dB7H=2=9-89dM-~PjSc+5cvcC`fpDAu)!l}NV4K@sO
zs(bBtcA@d0o1Q{YFW#BHBJ1lv&OxcF`Wrb$g90oJ31#u(8W(_YEn;n<)s_0Z%#X~R
zAV+SW4;d@+PDpcv&|~d?fYVbh9q%+(NUzDO>^=^XhTusI!FvOS<$ihj&A}pn7)=eS
z$>3u(I=dCxbjib0`ybVPANDcXoOp<16){7;=k{xSPtwCGvAq-$W-D07g;#IgeQGBG
zTp$)24Z1s}V3q_+uNEhDWQUf^0?h%!y;$^zRZ^#`(Lc;0<TK%c*8Z7<IS_&Ci3+5|
zDBJ?z%*^q1w<Z;yz=q(Fn`kL!B!jz$UNjvA2EmUyO5-2jj)~qc4rQ4L5SAJ-Bl}MN
z+iV;o%z-?O6CqRHpiDA1lBjw2Z^E2e=D?R_U!pFr%g)hWpU;(dFuzL&18k;WjqH(q
zASi#~r@+$OZkrT=;P^aR>ObJPVb2E_W(rt#66oxx!5e6~{ZPc#sPpdjB6<D!xMJ|R
zx0Nl*Ef@S5_$Fb|w!r%^ktRWdtCQNvYi7dV)VRFH&=ivl4KD_y8h~i>H&og8KYeLs
zh{zu!eLv<?)J4_SEs;q8;R?m`XMm1;G5_uUTRU>_jI3MZ%|gY)4@}hK#BbXwMZ&C1
zPCIBJc|&h$$BR;ie`f{ui3r*qe-CtB_ni0lzj%Fm=fC&0GrlwI`n^`&Y~f*Dd;0Qg
zkMF!*_#Wp(o^~i{<s1n%M0_b)grTC?3E$LMOZ6V9VE%18*2Wv_XeYsuLqdIFCj}J&
zp=I)g@Eg*7lU-5bIw~hVkS3|Dslgz5n>=@|T3cBmO=96{>b^QUOEI-En~zdAUsZMY
zsbak@9y=Z8AZ$p@Q!7gw@<936Ho&5!OwTG(<XBXpt+_14!FxCzW{4hcR`)Jsn-NbL
z^6V~Rl{=!CDgMo8?kP|T9`?1k953*CLRZ(#3g1?K^`Uw!s`9M(d1~@^AEV(aW`p&9
zXvtXI##Q?amgXu`{u(v>crLB1Y_;GO?|iW*PvpocH%=$E>pZ~$HP8qe8shnIcLzd{
ze!YKi8R6AzxY8=0wZ(Qma%KfzBrU?q)(jJU7<ff)?i79Kz}VW_L_iFEZPm;M@8+|G
zPiiSgeXfLg;C}9WY^=B$<)W3{Gx{#i$h;e5qy|2u?7V?R=IwfDK&t|<HV7`e<MvV3
zrd7!F;@K~yOpTQFDbB{f4*e^-vG8yh)>8WyLHCACU1PvyJ2FQY#FuXkI%qXjPf(h_
zeRt|E$Q*hMF40Z80^?ByS~K&&iKL!xZmx`>jAm@bmcL<WZG;87C^a+1qP93jpL7+N
zt)**q5kT;g#`)|bJUf{Uyc=gq=yLD{Q=>H}HgOg$BH%~BQ_lzZ`)`u^%p3#lRqa%>
zdL#k5R?c*0s*U^N)SMu@vc|=YZ;=KKqI8ps6D||uCtUr{$Lck1Zk#NWlyrdSk=G*D
zTzkuUWd#jf*ZQLGoXb&uk)Kh>FMGlT4VgJQ+PfsS<=}xzTpFuVOo=+VDh29)=YapM
z&=VBZ2K8$iU@D<nh*-<nV`Zju?;;-zCLFT~848&Y`uy$Z+Vxok+f%&yoJxJFgPDbi
z@er?O^ECnE>E=2UU*fD0!D_{=pQsiUXA1PVxDYX{u2@m`^71l53n^`gd><Po_YaM#
zF`?l>*ql)}_wy2vm!_quZshdpG*D$EqJ#!1{O0fTg7Z9h)uFQ2#^yYs>cDH|Y&Fr=
zzS97a+EyY=K5FG~QBAyfTedwj(uhQft1z#Hed&TMn6Fq@$M~9}MfvV#{f_bB8ZtgA
z42_(8fr6b@lqb!|G%ZRZ|J0i1#)C(Xp0Q~|Aw%ax7;^eK;Fb)e&?++G)beJ(1&*7t
za=UNF?-cKTU%klK>Rnj_3G8@j&5uGJ;%Q0{czQs~P=|F($qXg$F#Cbhy3@fDC_KLL
zC_x!2=TaSZAK3|Nr?S3YX}HbPJMrtv)}dNCsq}k!<k~vz3*UF(n)dKNpaJ%cn~L0r
zq8Eb3T~mWQ(8?}QV-`9awrPPIMh;E~$F!mWpNu&zb{^5hpCiLKrQ=~@W8nUNN<=#+
z1?9uFG>z#4`ku}wVe${_BHo0Egip|n1a4u8V;LrETC4<Wh9BP(QDgR$tS2GHYQw}`
zB_%VG;QQZ|mAUEk@T>0A+$Xs!1D^+0=qUzw0R|D|bMPEHl0>5+x7?bC2Zox!;P9T8
zKWAsKTN@i2BbXTru`n^6GEgv>$*0R|jeGSFC|XBYtDNaRX{EjxqmVvL<M$KRkTyEA
zu#@(o@4PJkHtvJ$(;$&sZ!UOPVzRh5!ko0pC}<hR0-FHO`7nNBPNmsfY*3$bN~kMg
zbQ7E5YctE4)6iz>lpDc7Z+#~)e~3H&q>d`w=Ye!j{W<ov)w-&31W0iEw#V_NxD8$^
zk~lr?dj>q|nd<NJ(bk%z9;?V0I>Mc<_I^HGwI!rs2|TI4ZJZt9?M~bJ-NaD|8(w+c
ziibGHYjW+;>Q!XOuSkDyrgcG8&{A`!m9})|8I1ts|Jkz5a?1z4u@#b?i6_nUf~FFl
zDcdZuij6l06imCghF)+hiT+?5hNU4x6OOULW>tmfgb}P;n{1Cf<iAt5_XYRe$bCcF
z(2WOUE`A;T5^8zXku!|Q*XU?;9sOuj-4_AoNaNHksWVYuVbO@$yhus8S!qLi5C+Gr
zzo(mgqeuQ&dJ*|{gp~1$!;Mx}V0Rxf9`ggE@^H`)d<&N7SU&~ll{&x|!yO^xRL-n0
z`vR6@k%|pNS?dq^41RdSyZ^t<8Xxsn^YDcoHN(hTg76#B^UAfpwVrpa56luU14424
z(c@;h%^i7w-<bc@y;;7q-tznIEiS=z_<+Lni${io+xocj2_|Y6W)v7BCz#b=I2i(0
zf-tO~Jv6|vz9>-<CSE+Q-g3>N(L`N3+nO|Ap7@f-{?~gfhaka=9kjrk2YT9A8SSyp
z1=@5Up1k2Y5mA})boH0cd<EzA?3z^e8=oU{^)|b%faQC{b!?ni$v$(~JI1Y)_6YJ<
z?=^n@hr{Fn_ml8275V9ndYjX{+gpa3$BP9ZlMUO){68JM`%ec^0z0qcvUe@@364;B
z>+v6>d3K0`&zkoxD5m>t>Fd=D`dbs2cSu)bZ(|ZnJzQCj=t+pt3vS;f_u>m}axp)`
zio?SU-Ho3N+-#M)xzHQ{I<LGnVa|LJpM;`{ivFqJ2n2afPN6;$a?gOj;uc6UCLRRj
zcc{m~-?|(;{{=5Qn}T0n2WQOjYr)?Hh#hRu%pYmo8Z3pX;gg^*{!e1RmgozajAAAn
zy0+LdvI#6k)aQQBCk$q4`_5o(n}~Fx(K51+@L%A<e<a{LPF2%8`VdO~e-Du?|E9D^
zfsX|Jm)6$|F(nF>%6S6W5NQ1G!^1HR+?)t|f*v)nfou;a!-VOp1cMvM*fYNWZ?J_4
zUPhNICPeD!11$tXXmB|C;|>`6VH2CH$^37W1bi!JS)$9QS;6P^C#KanNNcTVF+&${
zN_h|kZGXx1kejj;?s%+Oqf+Uda1yp1N2D2xjK24?o_IZg+xCHhfWOTri2wP5K|Ge4
zR+iXaz&}v{M3(nu{eQY8{(p5V7W`=4B7fN7?+$Wp>b3tsyVv%?GTeN6Q`_e))Nw8R
zZ)Pt%1ul06z16cbgrtkK-KEWGx6L(%NIH9><xKkcsuU%IdoOusw_UIZYOOk~I||n&
z<wS+L<2wppBpfkiK+5FmQ>qHO(=Aa5s4An+)@gk0A$j_=K!+GL<j~2&nQdJq(k%7s
z`4n;f8#43e9A=oa*ds*)m|QS=G*#u$df2h!mrRc2pgYnnU%e30OnGA8UVi?FAcf=2
z{&1B>9pVKU65kg<(a%s9>od(k@MGEIDmMD5yN9sG)WP?$$9bpQi-FKo5KHC@?kG$#
zv$R4`+t#}&{(fg>Sd8FPwemZ?N>k3PM$MY9YI(Y`Ofz@&-|c~iB7;aRUp(*#>W-Xm
zGLiFEq55%jQN7*qnRC>|WgedQzueAuBV*CPR6I}V6#Ur{)Zy;GcTBF(S0L0Nw}OGq
zUkF7yq%DGo!%$T1xZ$=`<g-E@hzpdi{Er|I8u97HHsOv3qCzK*9TvcnQg3*1c9`&?
z^p{KjC?cy=bqEm=gFqHJvI*f>^Rrb&#Gg)vSRXS~CI<q2kWeDs0+7`ln)!tgSy~76
z@4)Rd+9UM7Xz&6Ez}Nma*z<S~2K`U0cS(-!M65q(J!*M$P?B0DYQFiCuf6xBS#N-x
zkp5Q&am-I#AaK^iP$Q2?^?-X)B3KjYo4L9=irty|IY(r{<HSrHmoz=U5(>b5%ITl6
z&dM_@C2$J+j0$`K28D<BlJmpnAl9U5qd!<}Ix31nIy5m&{3ztQhi%geS}!{qSBri|
z9W5As8!9Ou_hi3W{xQQo;WunBz^&{om6?uagVc>Dh;c(BVzswhYZj>AsqiXQo+{eB
zV#{>{H<o3tHMMaMv8X1K4Uq^_7J7#I)AiuhGzyQ@Fa<11P-Bt%Rl&P-=p}6LQaI1(
z!~&7>_fK3IN?O|w!W>18z~AiVYjF#+S1<QnL>U9lpk(?e=iplvrG`X~8ERRPKd9wp
zl>iC#X@!Lzc}((?kw3T-_vHA{nH=?$W_4`VgvjN~(26l(LX27RxDsfspsP@Pv7&zf
zRH-@S$>m;xY4m^c6ChGda_n<Xg;M+cISZPn=Ac!whs!El{Yhejf@QqPEWwEyGi0)7
z;h3lz$rh~5I0BlY$w~;X3>OZvK-ZB4zu0VMI@oWyAVP*csU)eniza<y@UuZTwt#cu
z1kd=~s+kzmyyjL?*+;=9tqC))L5v;UDO=}Wm3jcXJug}Zcts_{M5H0Jm3;0+$42P#
z*jc@x0^4n+ld<8>+asESKR5w#W8qK-xLcQe1n2=Rq%B<`{VG0W2(NmOE_ZHTlvtEq
zQyTm;fvi%V2$Tkr`2#1sSASM*;gpmDHHi%A>p8uW0539g)VP@NAy{*`Aasmi&LAxu
zo;PVjA?E&gP-=6O!|*CGI+GJ7b?oncYN%AH?E+slVHD2>)MLE<E+|ho^yLuys6SSZ
ze`bR3aEO@;SOj0^<7;(0jNRv7-;%oooew{3{yRBxvnw26oMKD(?P4V*r=99$sq#@r
z`_`z*cK>1KkBq8g<S=B({d;z<aB)dLV5UltT{T^9?W#qr3T0@Am#F!pA}JP2vmTUk
z)I`5GbO<pS-r!B&0j~K~u_h~R2e-;_Bp7jH%&RQf5=jN0gJ%%rA6n<>(Ja7N3}ZDG
zC@?;xi@HFHaAwpy0vm04-7t6p`$?3e#|UIrJ$F+bWtI_ILbTWRm6)715ziHnH47p7
zLd(RP!osCGtMM+4qqK?P!>Z5RNRjE!fI1HXq)GF{Qk7In#Tn1(8TFvj@T&C6J<mBa
zMP;edjGtR|4uF5af`$2Cm|ZRyM9JKU+bm_09m6osmxxe|2%qZ6j@f^FGwLlfv|aYo
z_*>v9u5}R0xMizq#9&ggyG0UO6|hL2ehcWjv9;~Q((Ov;w|q#V@<04{ML~4Nrxa0W
zKPg214ECTfx8$_oo1T<U0NB2v9?vTg=;dXTzvvF?3<IehFz};Hi@bi8LBD&#kC_hh
z(LbLpBZ$yb(`_HBA;c@0p+`3Uf`KfCtS~y!bG4AHXfsBc!5=sctn&L~Qk8mSY#P*=
zq*$YWV1M<+#6s-Ux{>U)Aux5SPn8xKnS;VmvV2>kw^d^}3i@TDj1AzKy4_m80L`h?
zWBfDsOAI~i(-aRJa;jo%RFCb5%2>#)@JE~l`}rQ;(h^Akad&*5q1%L3G9E@~6W5aa
zFd~}@2!*z#TV&sl@slj>e3cmE@~UZU)gk@-;3;@YW=kU-hU0}w^eM5axur|%gllwo
z29Ar&5zRWe7Tp4JnEh;fQqw?Z)~|>_Phk9CE||1()_na91`!1()MN#<DJ4V|DtTQu
zs}H`OAPQs}MTD0aF+ZkNo~%@x1rt8ZSStg+1MPz#LlzPie8Y?fDdCs4iOw|D0A`FA
zVt%L<Ij>W;I$B|K4J5VZzHKmDSZ`QXe8_<r<q(I6pt05%`3zZc7nWz48O<~S;&I}!
zio7AA=buCk1K;KO@2dx*?mPE0-jq*FJzhBAM`^tIm?ROdWk=CJMkCRi^l6tjuPsCY
z>m8Z#%w&+za?JLbiw`0B7nd$V^F-4aurEG6Kj_mYT-Wsau&ZH~>SK_+RF*@2S{)Up
z8v;Nmgc@vJAvWV$GF%m4y=&u6pvrMfJD<W2)_q9A$0M+D9he<LW*G36JiG&KjpwH=
zN05c&x=fWISc;_jNts=dGo%91GP)_;Dcwk^1LY0*^qOGgG?6n3`leq+(jdyT3U-E6
z)<ps@jMr#HeHdW0Rq00>;3TUQ8g*X=Y0j8q*f>9Dn0%G<hx`7K`?;T%8#cI|+H_d3
z;_?pr!3!u%BO;ga&>PZnzJ?|_L`&HLFrEs_LdGVcwBWJ+l;mh159W#2h~OC{O48a?
zt~3LdHu5^**tOfFx#~*7^vb#lKyu(9fJxzAo(G9+B?k3asbD*r?_dl68O|W>apG~$
zM+OGoo&@lB0Iq9SL|gxPOXt$2D%-(_tLbH!HxE3p<9r+o1sIQe7tEnuwivC7l2IDf
z7stR>5M`pj-*nn%c@cy;*825RTOI`Gh#Nk;%p!gr@CdPI)v$axC>A_k!CXNaF~O9Q
zl&cR6L@8|d(MMLcMnoZCz)|}VHpWa8dCpir>gEzNd%-}?;xnMefW}cYF_6!+YaU$I
z;IJBiufb%xA!<mjVJ<KWy~4mFD}y%R5?ilkymZF(G%?%e|9%G+;yQgVL<n;3Y3dwl
zO%NFuX{tFKZy#u5%jytILWFUxaYLoF1w<0~YkF`8o^qaMek(y*fV6=*J~@Fygdm>t
zO$&2<E%{W0mjgP|oL`GAnUa&ayU@b<x%U+1@_bXM1$#|zW0iR9Ll$MmZP#0if1Cs7
zVp|)-EVStvpNHEEq*cHsJViP3v$JWejS$o;cjii>QO#|CxKmdCI5mZv_xlPYNizfU
z6mGHDFT26M7x-KoL|U2sEwKAOMIOD{zsa>%Sz@E55avt?SK@g}_5{x()zd-x96&-g
z7TkO-PpK~X;xy3V<EnI}<#-}pNYC&3@!l>T%fQzgie!syCAnv_);N3E?b9?d8$8SE
zjkY*Hf2Ne7Bo6{oQf4huvWdQy<#jM7R@FNVd}{k0v{FgYFx8az+{LENPUCmHgeZwy
zp=e#1Ra2@{B)`TeG(0z^gjOVCO9C8nX#pFvCfw$#G`;bj9A=!j6XS~Z5CSMTcvz|&
zCibIHxOEUp6{dd%ks)N@jU;JBk}mh~%=!lL9()Y<9ZhGLH{(3<19z5;B-q6Qe$zMd
zh#<{0(vpTM7-E{}0j?n$<HC_H`J&K2?;t+1Z@S@6viU>qEX=9VT;D(Do7HmmA%7ZI
zL2HzpCOcvomdBrb!_KI;X~OUh`e;iaRy9Rv;^O{gMPIfDx=)&Pay{?z7k#B@aiQ;b
zwUN!Ql}OJZU`UzPy{a%A)<Vu~^7&U21{Q&EY{lz{k!F@l#0%**rbxBIH5@y70O;zG
z03~~Ed>iz2-+Gt0`v;r?*VnIGJ&{I!<JPfE<QkQ*dfDU$9+Dx;lE3ydACqDRjxY+o
za+H+J|2i+aDb^JwTo?@u;Kmi>tN_<(I4`=keTzYyQ-&k33K!sPa@xW%PIE%wwQ*_I
z<PKI4c#>-&^NB=Bidayb3dYWuxFd3UEw&-nvpxMnkbD$%+o8iM=9pmky;k~jq8oVG
zz1g@bBly_VetYPjDCb_OoNbSo-v~+Y_xw@v`##8~PYkm_xU=Q`c5L9F3&fn>$bDw|
zcpzl4qSSHxUa(xh3i-7KCtUPZZ<-+duerLai|Xg_-|4K~@MZ>frBwowS9TAQlp^ou
ziJ6=PF#l269p0aCU2nx8x+|=tpcm;E*&mbvC{6i~rpaaB{y`>+eAMG&Vf}p{dhUE9
zP-k|J32kyv6Jf&z^gW<&ie98K9!R*qeX}Fd`tO5}TNbnl3Em7yqp$tLlnv?r3$Xtv
zdaTd?Z3zyviR}L$BsdAIRe@V!#()|)kCMR-0mPLAdZ;7W%KLo!eBr5-PK04o9)rNS
zH3Ge>dJ}Ma*l>;ae|fKYfqLKA?P1neHM2qu1S18)QYiY%KNk7Gms!P1{9msbkf^vj
zp6z{D(cucQIeg1!uGN3?co4Ziyr}7Y@9*FWcg%qNpaW*^Ajk?9f#-Ue$>J?!)wHBO
zT#le{h^a2FX=`Z--fD|KSUd_-_th3T*6BV!M|?61pUy>CHb1I~m$UE{pIrCI<Q2#v
z$P-|Esf#W*r|IYcwE+or@_*E|W`48f#se)5c_?4ku;*y-ofSFr^Kto&B8)DOp5J!g
z-G*qs+kN{3HRAf);pK7BAoh5t-DCFrd|u{p#p0UxczUyfULl&OCuhbsH$+QY=Z8<#
z#*BiEiA?5>V@pLt$OxmIhj+udcU6#o)qHxTcZl&S-__X22&v54--#^VM4wGwP-8<k
z|6}~830VW2`D*~Dd)$hI;@@>>&5eMm%jUDHrpJJcEJc-sNh@i|)=Kd<>Q>r2feAi9
z`$(xB9e<S^L!^k9zn=I678a<rvQNOe={80w1KKm22vx=T<YSw1+N!q|#SG(GSWiXe
z3k_9XHoO5yB`W}a-p=+>$Xtodm;va#gRLQ8(ad)_8~<KLBbAeWSy|cA$!-!X*tDM!
z4V+(PP%uQWr<3CNp4$mJPQIO9#qGDsneei|&rlG1!*s^mIL&5b*Gt9_bQx)#jZy>M
zp6`n;HdfYN2;HI3Qz_W=>XW>=0Mx`52-MV5{sls=AG`#!xU*;s22Y^@*csanKFM!P
zUyrpYA3d}#=4Y0!N2)bF!e5wR<?ZAQO+z|7XFTSU;v?2x>r#}ynKF7RG<9eCLMZdO
z<1X5G0>f=_PR+T(4RozuA|yq<0MNr^yuerr%fe9DF#lleBh^OI{YZqQCM=FvSMuE1
zA3+F3sf!po98x(DmZC(>u37Zu&|HNkya<#l<ZBP;MaSyU^9qBw)W2GV3-31F3Q;Za
zA`AVY&d}`a^p(uHq{q09nNQ24!gx2We2~pWElsHfOro1K9CH4@NCPfapnyvqwDUm%
zS1U+O)aokP6<SMkCx~lew9}5$bqE{ZOnn2LfGeS+^^&Oenx&<st@oIC$RQDP{w5)(
zD5j1$DRgx$Qzd9E-F1;Zb!&Ssd!w`@x}FYljlZ!nkR~wp=0=|OQHk%u;O5SrY3dU-
zunY9`e<c(sYKF10<bzS|1zL=JKW2`a_jMEoLs%_hdDGmja7ab$18IcL2JQ!LK^+EM
z!h{^#S4J+TSRp*$Kp{^K=$>*3y!3Z$3&_;nF|eZD(5Z+Rz(YVU1n!}qfD*+}gkKDC
zQc|Xl5k#x9%7k2&tPI>yPw2zW-vV&cw#-fIMEUmoQ?3=P)KeExojW5|yCoL*BUX`h
z75jMuuf$rSz!}Uim&Sz+tBN&I>x#`yS8sCEUou`Mb|d;rw#lw^>!6F(Rk7+O-ZnZH
zL9#h-g%2U@oXO6z=e#9^Z<vu%6Lb2f>&+hasY?}Ps{0qhE!VE~0_*znjCI;sM$Y3<
z48bu3uFht$N0QvG7>kQZ46phCCrD^`%c)=_f#;)ahuhDnudhE>v$~#NS$}i-A~c4g
zQamheg+!lzpek+RSSEHncoi${W`GHoi~k5-w@z!ti;YDe7&F{d=1M@6Rkb(K)!vqX
z9-byYuURpNO;mjbN*Y<2`*_W%Y@xB(<`p^m>kA2lA;HrqCGF-a=eW&Ztc2^NHpqeN
znmJ|nKCZ3pMMfRjVmQ$m=9*1F;e?rTe#0{onlTxC_oofirt+GXaWcwe)f8nLUd^TJ
z4{nN<<$b*j`C2aR4W7(;i(%_HL#t}Vw~8oX-^|9N9-g$##q1i)^D9bLwSa*5c|ux|
zP7oj=zxMH>vi0?R%SQGJGJMG-r56Za&0HG`Dr9!U!`sUY)o{z;rRq_hcSEw_HjcoH
zSJ&AB7#chG@$z*=NyAr&@|s5dxP%y|q5?(0ZcoY7YUKePQ-RaLl(#iHz1A71-#}Mi
zkENIbuwkEWG1L#EFv;y-fV;LG3-e%}T7BjiJeZm`opn2lN#*b(KlEPJD!QGO_#^=y
zep-+v>*^N`w*VN+NP&k82x#)SspGc_qFTvb=h}6a4*!}4Fi__^J3$N}CNU=gJpg*f
z7&1&OYQ#?z2u#ClwPMZoBUMdoROa$9L2&|wp{K7SOi70D@yB^K@v17xd*Id(GU>RC
zDDn)7|M2qK+^JBftp}N34qFdvqr>CsVg?pcyD315TUONv^-+tiOaq0T@B2daF$EYv
z*Au2jOIVih;TEZkXM;iCuiaDf`82f_;oPjI!MSg{znrZ}K?fCCJ>D8c7kAmQ^&#Nn
zkzV3j8?uDS(&~Hp#Iwg15JZLGr>+hZ9sT_eDp5Y_S)XuwK>JTl&t_g(hb+Cm=SnBG
zE0l8T5!JT<Sh>2|3zIzS2E?p&);tL?Y?y})VSZ@oWaQ;(Nj3dJXLvoAq9Y=Jt{)C{
zFbbW=#E2Sei%{w=t~L5-=#wBv$&e5Gt^@U=-bz!`8R(45FB>$p9(Y<CAM8S(B0%{g
z9khhCbzR8mmpILAm$7VO*BM$Yr?f><^G1uF1zE1HewlOS+9Y=}W=1%XpNGvPEBiX&
z>cjVBCVR(o_Rr_A22*g~*3aWbQt$>qNyfGn9E=1Q%F4R7!R`X?DUKti4XZ}s?s&{x
zKw)$~l%X?!IlsE0KeP;bU{(FBNfiyCF$+YRm?GHDzBWA}1}zDZ!TXXSFPC9bhR@RR
zJ9JD<o%R;rLXh}6SH7;EUZ9SS&gR-e#Ad*_oczn*-4vwU(gXjPzBRfl#8&tt_4DeM
z$NeHO&|r!V6Z1wGIe&v6_|$XzxHzEW_W)5msGfE4Gsdz3koO-23`AbA_1>$bPX@g%
zUlD%vfBTDqX2q#SI-JKLGg{5ITZ(U5I4(3a>j;eJT{I^TGNh@R^ui74tL;VTGZB(e
z$0L`)QlDB>Kzwz}oW$ZVAr@&asDzz_7H5HfiF$H3)AXd{m^fxhE7X?(Ykxtca42R%
z2B_@=;w}?F{Q9*GqgY!bYn>5k2FPdlsUZa~ixhFQn-}Z58Cmx$=3A{5M`B$gI_4OF
zP^1(SdrRc?q0S%h#!zw?Ity6tY3+O&ac9dm=su7}&gjbXK>?x>^}b<3OGUJ78rPs2
zwZddkv2Hrs!(c#$f(cxhV^8Q3@ZQi^s_ee|&;o96f0^Lh%xUC<4SjJtl>+1s@G!e!
z+9~KQqv-<E7%RijP=KRmcC}3n81Sx>UeW11ZDT5H#}RK%z5YB55oJyk5)STYHkgao
z@g>mKe79!UOXvuOl28m={2RzQOjJ3VNm(n}IZ|e@*C4-!Ly{r8L`<q!SM-cRGfx|g
z@S;OZRA!v3p}q@0t1Rz-*+}z9Os@AC0(#SwKl~V7%2h^l;mt<}K?MOhWh!d1@?-T5
zv5<1%6)>7@4Ek<0o7mz_R?t2sC`%O$Dq6QNos6$GRB8SI=((d|+o-F=){xu&0c*R|
zE_k`_31hEZ)QYM(jY@f3H=Pn4^P$$dp>??P`X>R<!MG$IB#GOc=HcG@Bi3GGk$paR
z4LY9)fqpHSESuv6>#ET4ntuC;imHMLwruispIUs{Ss>>RzsYv{?YXbb?@9T5!}(CQ
zfU(!z`?Ym6x~>NhjC_T1F5O#fw;;|l`I5H!%o&%}$mIEQq%3ERXKG<+A*J1}W`Tow
zVh9iVCi(*|m)2-}NKH~xxE%q!)u3=eSPFA}Ms>Rf<uqF_qXp?^;iqgn4UeL6sl)e~
zyg)roE;WMbyy0zjgc2LSmNpC7aMQ9R1XAXnjt(pRzqU!XOH-h1CgCs7>yU2DVJbA|
z@W4F)J*xmwoIR~|->C4W@#iE!(1xuv(H<G7&$$g>_vv;^<4hybIye}~X()Osoc_Y2
zkxNX=*52cl%0_mPJ?fVYRaGdZ8*m$}x=M(h=@F<OSBMsd9ug;?-vw~EG%By25~8}d
z8=al<YH63fV4@nI*-UW`qE6Z@0WHm56rd)%XGQR0r@qnWdEGAh8ylkT!&07Z{VXSD
z5dsb7M2tr&D+pQ)+u1R`vQ+?I%>R*9;0Mfw*8VR*2;#}?n;aO-A}GmzMb|ds=I$|6
zlrYs=_+7iPT$0xK$-GG%>Z2mMn9~g(+QL^W!(ASrVldo;Echq5HD(S=sO@-j$NTIM
zN17heJpO+&gV_Bukn4%^a2=<|el>|smXXZc{}z@hXO8+LG(VUXS|^BQB#AA7eMa*C
zE-di{6wJuLfn23yPoRJkrpWEZi))y`|5NSLq*6zF-P*`;V&H*><UwQ~(jHKNrMa^@
zR;q##x4+oV`wvL!>Wk3?CX|R3AZEzz`v`rLoVx0Nfk(^eI_|CSB0^!wlp}Qn|EG|l
zEO~UR{Y&S8v-`h;!|%9!|3Fs*@qbKMyqF~Gk|e0dz5%WA^#6Sj=1>H#Lxr&dRl19R
zEv-!oT0sD%I-vXfe_MhGJe8qBNr1*D0{sy%s`0|I#0OLcAtSU>{}&PdgKk?3l5Zb(
zNPdqWlP$%8+AE|e*aU(90j={CM%^?NGY7-YnpUXCMq@EtTR=vglDW6@+C-yH@98;x
zb~nqvZ@2S)^*~%LjS_{M7&I@?vu{Dc?-6KLbMi&`-<MG&3-o+kx46OU{{M*f=%}Iw
zGbFm!R}k)iw~cZH0&{!vNY93Sq?g^N4<p$(EhqG~8=q+TI3_ei3d+CTh`LdYCGrUo
zKQ5E1tcIIkJh&T(Ps)8jXYdH9Ee5v_br4m|i^2o8?c+-Xfi|V$jeJyQ(MgX%1i<>^
zj5tuMAq(sm6pZzk+1nqE)~M5ea9h9e`~T&`!nf+uE5>j1yG{BGL3<Hk*Bc*wF2YRq
zQ*xzNdZI3vw^@kxqd2l}%@Z1ryp1r+(55lwqDY|z788-@34jT?<8VjV2B@(Z%Th9H
z0h4>;bXen&;6xcB9EiqO!Z=D&3RK5`>CED_P$!ofZlRWVaaMz)ig<Z_5UAI}?}C9!
zknFsvbA%%%a$kdpTPUl@huPX;NBlfpsgf@IwJus=Dhn7|huI;_ljlHb7LGNw<L;VP
zMmjT<MuYHj1RAs;@gc7oMhUA{&x>sG!v9~IUG2TZ_X6tmUn@(^+AOga6gjRHAQ~Gi
zJ=h%Yi?K57I-GJUs}n3S89!D`#Bo}90O;`K71J~CWv4!yfC^*umU5QiW*e<$+Ua&x
z4wN6H-)q*Fmb7_f`b_!pZJ5+9b^@g1E)k|2eC|y53Wm{#i6%u$n{B>BoByJ0maPjk
z=SN5kkWGQ$D%1qvYlwVbq<+KjhY_hfN}#-EMt*$Vq>~f4L<=+r*`-aWTWp&M<PKZd
zSCP(n3b*QlmLem+ElY!^{p8kx6p?0wau)uMFoLaixj-?)iR%3(n{*z(>N@4m!TGgB
z-K#$!hc-R${2js%t$KYi11M$68*<0uv=-ktc?*18L6!Xn2XqEdf}&9`-p}SpymD6I
z5@UZFM%e^=@!-pd#KhW?W5;QoPuf;u7i;O=gsaF8EiVQNkxx{36Q|J~{`I70RkPkN
z2FJ*5I5*=<cMXOVuC`p=xU>#+q%O?b_Tof^mb8*TR6Nn+w_vIhamxD9DZzjWO_B7x
z_s94`wD|o8aZ-d658j0HYa;wzCPdXKvw`BX=yzoob~-H^PXCgn5FhMe)1rXRaUACD
zAsKdx)c=FHw~DH3-L`duy9Rf6x1hn@f&_Qh;O@aKxH|+0?(QDk-5r8^@Y~6pOZF|R
zth38`IZxw-!sz24(pzh_ezm;^u{>97Oo>9StH}@jTI`Hor?pZ}{B3A?Hvk}b4i;GT
zj*p<xiSUUhaFdbv>`9O(rF;2)-yJ!JuJlWLAz1e3>^hJiBsT_k#&1b6l{Dz1!_PTx
z3B{y;x;=flMW+F~4HLj7Wi;{0a0by3_H4}5I;oo&l+*Q>3AV@cx9A3`fPjm8dipfn
zY2^RG{cPDPx2jeqtrmW-rCe%mDSnbYO+)E}V_o^L+xYF6zr1AL*Lj56P4<2MOaIeL
zM$1RaWH93oDrB;qU;j-#Sum`3Hy}%P*Bv#2Jo=MUTYA4^d1t3F+ps>>Z~L@mtS&HQ
zA-kM-6RcS_lF(qi3aWHU_HsWcaHggjjiINj6i7LEU|~+`XNW^p(8b~~K7l_9+2=}_
zHYtd%RLLhO5t960K^i2ui0abtuz*MxG&$B2|DFU+k&D2HSA={mhUTz9Ave}ATggl&
z<Q8JYfCNqMbB382#8&qT@(G~+fW8am!CY2BH=)OYH!eyzv4XBG3A=qq$<aHCx5KQC
zKY?Oe7Wce@o6PU?ON2;YnV70xJ71QCaL@xs1?u&-=fG4Tkr%wc@&}CAcHW{Q$h74`
zTEo1qe9ooQ8T5n|uEeFnB7=Sa4VNYP7E!+kqjRo9GCP%~4<}Bz9v(O>;x@6Kd2CR`
z?LoK$2+QP;le#N0*dQ<#xM<o*6GgOG&3<8`0L)W^`?ZhZ;x_3Ze-OrvY;^I?``7=}
zW>J{bSa(Y5HOiS>vD*o8de9UWWoc5vr;fUn=J()V@gU`tlBn0bTZ?6Bp=j6m{_f%o
z1uIXAH-O6m(t0I?9G%loV=P~($Y>>13G2g8_3dD(aEw%KFp~zR*C{as+z=5~&K5n~
z&-zvGOvGssqG6Nwwu-FOopR<GruPhoK2GV~r3&iZ^`&&}Nod!UVW`noO`_>R*{Hcp
z=F*t(vmuWyqm(G$4=_*izVyQQ<t36M5<mx@-)}sjSPELOSE&1j26?HxCnZsU&?VSd
zV(O!cQ7prPgA}f!OL<7XqRIu~GM+eq?j)1Wf|go;P~n<=z<X0C9Se3$nQ{jmIq)ej
zGo2YO%=jc|<~Pa45Sebzf7EQl@(q5@b$YMjCFA(Q8@EX@D&AJK=>KM}i{icfSyIu?
z4PW{n-E~6;Rh^Z5oaxfv%RGHzkG@*O+7#H%2|6_Tuc`Sx6PFv+79*fp1p1;HJ*-Jg
z4-GQ2rMi82ahigx?>d2+ra}vGoXAba{ZI;GwDl8llGqtC$bo(mevCl|-Bg3*YiG!}
zl3gJdIS+lm0ArsyOULiThYN_d_2AeSu!#MZo4ab@K?SVjc=CI25O|Nf;6bivR?G{s
zhy{L|zTZL$WS)d=^w#QJ6+4+C3p8jkU_T>x_>N_WSP)rj`p$^tO-dx2$a+{#&AP^#
zs)4cD9;@ZR_SiCg-iC31b~27;d=z>2fx}|gAV<x*p(+}?`20@&q1Twyi=fISM5bX;
zebld`GvvfxF;m<2c(ZRNjV4a3%>2xSX_`UhVI-yYMRpNt`p<CDUsHmy^}PGP+xIa0
zMPLN(mlg&lEh_OkIR&R{C4==rMG;Kw(MzL8hY>*y!M-djrfbT9#W~%FVt06*1}=NV
ziL(4oZB7LhgqZ^2-S-q^73B;D=N$MdKL`VlWkHl^lQst;y(9z*utsS-1fbLGmJ;LR
zBD0GJ)6JtsoaqJlSzoZ1!D=@bW{(`5KYW#?(mJX?tB9ee(&*e%X(>Zj0*7z0nHnLF
zJ>H2h-XSh16cNa5DG0l@2L&4ws=<p86va6O<KB9JeE&R!o2;Aq5nG`4Li9Oe5yvS4
z^e9uICSBHK`1ja}dr_xWl>iBPgy|77u;W+X6v<To>vR=7)xm0N9gKA7+kwY0J_`D#
zG=YlZjEWIt^CV)S?mxd<%FicfqhMvPv3BWjO0QTh6P6rE7IH|Wvvba6esF+c4d54?
z_E!(yfxNeG4|ULzYL@D{0lofoK!?ADUvIhta`In<uY@&+NbbxU>(!H5r@95g$RMFw
z)?7obL6;|lmEt_%dRs>(NZ?b9HZL7?n4x`Mbx&qsIVY%_dXVr582k7l$l_(Nr;#t6
z_+3E>K%sK73J+*Mp)947W6D+WiJ185lYUDHQtQzp=#nIunJO>9P7tt9rz#jNq~Yo8
zfrU0HQpxz{!Gm{}cZ37rMTSCsvH~-xx#UmDktXX61uBpyEz6E>iSKbG%zVV7b-9BC
z<Uul%*Zn3fxme1WFeNn~XDWr4SQy*!P7-geiBll(dJTGU53Tg!Lc%55UcwA^dR|Z_
z9Oe$aJj+6Qd}%_ryqT?&`fQ~1bc_ohe^7Dj{yKZc@ukups_`|jL2{2=|LV8#K<WsU
z$WtaE-qgrrIRE2>VQu5=UmXnYj*AGcWBc5Nx372thJ?<QVG<p|wX|~!n$?zXMTiNm
zj-x4TPKz-r_HVE;7#>(btkd!njUvidUsa_(i1*$kAw%yAqoK&^zG~rPXIf1exWk_J
zB4gdcoFAF}rmo05IN5AzWOWOum|y3Mr;0lbdI!nco`CBF_)dk7gY4iZW4`MST_JR>
zkc0Fr^2ALdu`c0)kN}pg>Bc~^H}wrjKzX_8pVcR*YBA-HP;=&xl;pyccr5Av5fq>8
z<YDeZ9zlu8TDzs132s9mUlpeoW~!Iz22Js1O%(j6q43QBd3w)yd>RF5t4crhu<=#6
z{Tlf%f#}5RFwZL%(0JDV<Ou*xPhOYOTT1~4`j@h0h!X3CMq;-HW%l^<?}sfQOd#1y
zkE#anI(`FSmv3!PaVmh!b=P>F^bfU29XT2QkPH;nZ(H~s?D=mR{-D%1nd}{NiQ+#I
z7FHR(Ow9+g4xg8<ah>+-ssCdt!e3pP?&@7t$$YuT)9}8{DF4R%%WdFAE{${?G#>I>
zP=cO0CI92w#k7a?-kU`OR|NOw2~6krc`0jHYbMsBU4IR*yJ;RM!OUeewRzq}8f$Yi
zM4VO|FSTO-q9(8VwSR7C=;7n#4LTXvACG$i93ke5+2i_@a@pj?+#(hhjba^6aq*4u
z)?|iQ9yzKzfrt;^=H+apfH>F-J!2<5Lb?0^`~zS_{gAos8pnA?*vCBlAGE5U|5d9R
zT3$+4EclR4lT+uH1)}8$(PR(rVQxi76J}%hV~-$FK1iMo)F4+u=OOGoI6y*tH91Q$
z{_uPB-Q3(z?Q=`g8$z=7PlO~x#KpN@h3MDHXnE1;Zx!P;afRt{OJ0LNl9ah~l8DdA
zyZiZYfx`BW15Dr%tkM_}JUo#J5RaOpbjw*52Ms_5lRn?V<D0E_9eEyr4F0widR<Sd
z>bMzWefj@sOxoC?oic966aXed*}`&sJ9VhZe3GcqFA47K902-sX>*49!sM&);XoHR
zEA^IIX&58pz-p8@KsH7*1!CfiJ?y~9gt`{UR<kl@ieUg?kz2?5!}Vt^jUKe6pLCyE
zSyRoPWD2I2&Z*m-qVG@OQ7f|PmP22bKrSmV{p#G1lh8f}su2HB(yXOgDyU#-Q?WT=
zqY+qbX#Ccx-5&ThZ30;%AA@>lv(L11ulycM&M@eN>iIZRzT?r4nwOFZz+lR4n0-6h
zVp$!s*~$Q!=X#}^PMJ;lafMqMO3TvHJSdP#sR*HPPi*E*hS6N+U<qf9hjTZx%dg6#
zmw#hMzP~Xekz(YA=y@Z@mK{U0F!%QED9G<e+iduWpY$C~S-CoD%j;-{^$1r$r<b%8
z<J~kvG$j{E;?P5wOBrdM&5YeNQslTs!_tP8hE|GayT|s}Ug`#<7~8Abf5;T#E~Uz+
zl(YTP6Lm<jHgys4$?&^e^b@eOb~ATMQ)<U(pXlaR7B^gknklQ8%8BBv0buf7O^I~;
zXo72nEzfu0NTP2X1xTdZc^A~W=ano{J%7_9tLj<@#os4z4a^$r+1T6W7R;@Lq^ZJb
zHOmrHK?!rnk?7^T;5Nv3Zk&K9d5#Di016U4Nd1c*iK`u>P?42Rqk`e~3H()ND9GKm
zXkolpxIdi+{p0&5l0v?6=fNZxK>-;y{`RMc^Wgcre#iom@J=h!z4)Rv=c&CZw7DC6
zX^}Dtwve4`4qqm4m1y%6ktD8EHB9rMI&I4|)~EaHhhMq!DaHmi;#(C56{IpB5yi6G
zrRuT7kQ(;UAm9jTGxF=49|5MTEBTaCd8?Ih=HV(r;UC<{#9Y+Wf8a)%tB=L>%x-#U
zC+08;Fy>q|(2-M80(Z%{xFIWdcxi;e`xS5A2$BRD21Wxfsd`K&h}L}2W>5;&4k?5K
zGu#sF`04;*nC|aq7Ac-7(BQoy4uFYl6RBc9J^DP<7Or(gUwacAGDzHG>bnXPZDd?$
z?bJ_j;mBPqzpB!3XRODPF0{OnGF9N&3r#Vmw!TLkRM6IW9tsOAXG18*#wE%@Natkc
z4^L^dc)^7_5avE2MsuFwHtY0X{2M%?f`oH7{U5Dj<m(xozf0?AoNq%rD_OxD21fvP
z<k!;DL*f-dkgVR!XKuO5WSNTcsdn~dUXsVBt);!#C`)3NvPTolY1)#MUF^Q{zFDSw
z7HsH{(7mIiQ_Pq1=2J4Ji1g^u=q5S$)D#snk>7fLJKrS6;)jKxGySy@Xx&ZW;@eHJ
zD}}KQRausuLY}*SQGC0A9V309of-=E2FF34kT7l<fDfgrZX=UgCXVGoxH@B47us5h
z`qeHB_$7kAnc}tZ0<tzxc>>%>g-b_ZZR>ec!_vIUhxOlIOs>LRcws;t=HnPi0z7(~
z+aZ+ZX_qzf1ToRrn_tXrh`Az8F#HyY3A&N^oM&$CQy{E_d*Z8G;|r9+IQ$lghTR}R
z%1%DxQEn9K&am5JY_ZoyuBr_%r@~u1G^p6E3x6SQ`Z#FR77{9UKRO@4&kLOnZc-?W
z(f1cPV%9ePt-aQ)$1xExrv8_uYr1YeE#ogScdj-;66u=4*j#$W<1anEjYMC17e?3m
z#|Er$q$B!sw=}Jfl@mSN`w$3d{~ndI)gK(6YPr|U=2%WYnFs`WCCHX0b2|xTVB5O@
zGh9=~QYcs8e)f)c1p=#s7qIBCT8;noKLJ~RSd}ib98X~MYkpcgIb0@SY=5{#1QxQF
z(t25f(KPRyRhgqCV~lk!)T1CLo45a(;n+K#sTp?ciNQ}u$u0Yy=mZJ50{Mp>K}NSs
z3&r+JQ4xR6xG|<3M01Ss2t2aL^yE4M-g2=f*Erz&YEHt0*uC=O`w84MtlT$^8;;VF
z3FOVg{LkJ(Nn>`4Jvp(E!kb@AoLXGICK;cVZpFfrp1ZEfTx_zCGmwP75a<xfyA4K?
zIezV-*Kkf23p(v&{m^EFf7w@l9c@EwM^J$U@DkzsIX~a-nxvqv>-Zl!CR@2jNS%A_
zoh9eKg1OkWaG&78_&>>+3ZS|KA%4-mOW2YlSs&wlyCr76hMbEpS=Nu7J?=IkrjR}Q
ztjX1uie3<$8i+OrHcwk{LWLhxP)UA__$Cle*LQoH`IF-S_+5nHHS~z)j6#qq$@Ut4
zo15OPz1+{^ss_9DetRVS<W?qyDoyHLb-*-~WSsdKoWeR6Xp0DvR{jT<@fR(Eu<-`S
zQvCyvB>@YL5!>>_`f-~?{TF`A`^P7Qbuh?64jLTrh72pxQx-0~O<{=v)6riDZw(nh
z@U{R1Zza#)<yec)b5D2zCm})oSS<ON92?@<qJIq$llDJqEwHQqbFJ0x)8x$dX&5jl
z<&pk9v2G@d_>d1!qOORvvVh={auEdBeu1)4_0H?~SKSf8>*c-X71D3bq!;(rA45}Q
zpim+}E)<g5(%|?<U`AceNb-+MetXBpKR(iV``-oGmU+Iu@1H#)sL%;%Pj9<P;^%ZR
zh7M-Ft}j0dTBOyP|5beIT8Q<AfZXV$vYsn5?n(bz{54hdK=XzveQa0d&-|9^-m++g
zyG<RDU|>LoKr46cq6UinMStN-LvYW5(BQ-c2w$-j;Osn@&;d+Bf^hV#)x1bFlmBiG
zYIVK%HCy7}Y!;aDx<<**R1W7e+>rHR!F$)==b@t;rBdDS(PN#<Mn_mS=y^_Fi$*Fp
z`x5*Q2-1RzYfKiNB%XOHOP@v0mSQqlat(Ie4Y6gcI(RGn#)YKaF6+GF>}r*d9O1H;
zWD2CA`s1=%V6&`(AS3^wKRj-re#{LOV;np>B$YKmv}nT;lO)>*JKxYe@5J;3N{yk3
z(GNi?G3o3mS@7YifWk0Gi})a|{jSmYnuFfW(e7uaA~1iFy6cF>JZOP*;r{VUAp$18
zq3)I^(}fwOe<!;U?W1#;4*mWNP{ZSH@v3FsuoPh~_W}8+;(hn=s93gGjROQ8r8*Tz
zJtsvT{ImBHXauj>?^*#ElqXLv_An}ueU<ITqP~!D=t7TQm05ONXh1u8f0V3S$sk;z
zEi8pZV>UIlxTv@oLH$A{C(?jio|&`*=Le|?Qj>ziNttwBBF%K<8w;!Za-!{VL#o2e
z1`M6<BX*hNM>G&)3CnNcDIr~<ngpsps9%1S!SCpT3;yiGg+Pv0hs7U0J8VZD&l*{+
zdl9!&!WADg@17@i?P69!@i7<cidKJ%-lPV6*XZchB#h0QNB|Bod?wifLohTKa@!WM
zDZWwdNg^GIM7+0o5Q5&?;xFi9NtWUs@r2&4op=mvSDkS>K+V!#<mBGg=)W)@+v_Qp
zn7x%}&M+sRFp3+}p+#dQrNcFki1^UM&TmZkke&u1NX#>rKfxsu4-gLNXAS-cGe%R9
zxo&$J%p^E-R-es5Eh3S@c=^<<BE8HdM7{b$6tv4M-j)A4L1#FSj#lC4S}zMM46PSc
z=6s9$Qax#4>}NC$MzUkP3vO8%00V&+C!H|~9?VaLckogh?sIeZ37JZI-=#NIJyK~J
zU$no4VQIq7?H51(2oUa_9_!u)72a8&mli{;sO-|R*bLj6s+SqI=rtI~(S5q*^h}SQ
ztx0^yqJXgGYeg*>lN;yB3UJHjAVm@`%C5t(m)pyql$fAm-0u*21r4Q93rL&YxlrXe
zTEu9GsAL;b;i+Q2CM=f<seiY?fJ)$O5m=puldOoP#}t<8tY*O3%|<Q4twl1}w8W&c
ztB=9Db*bbv6uJ&}2r}0*EJ|`PO8-+?-cLq(JMIo8=-e$%|IgVmE8n&s1Nx{8xzR;=
zECRFgj}J~|5wqq@pO2iELj@{-xGZ)LWK}e@1O+L-fK#}jj}WE*8SX|fSK?^X>*0qP
zF)cIoco4-%6)F}Pv3yo!MjQbx18$z6vKTZmxNYwq&_)~VFvJI<6+o-f!?s}xV!|Qw
z)Muv1W48-Mt5U%{V3OEYC&H9<QJQ7@0#HW{fq*dcL<Y;C9OKDqy`_U+6V6msr5qWi
zUV3I>g2JhFW=!#Ax$7rZA@04hVpjIK<>Z#lZ^=x|Qn~Lx2%}QQUb^|b5w$=h)A8(C
zg;>n+4}HyP9m9I_D#Fnkx9L*9LW-dvbuej{NW>USBw5t;AK~ppGoRi^Scuo;gJRin
zo{fApoz#_Y^hAfQ%#TF<)=%;q{-qIDAAcBinZj_7v@$wILr+egB&-G>K);68UU8Uc
zSrT**7Qp*w?B@)k=SroDS2QoA+}eq|fe-$$um?0ILlvu5-nJ(sG!TZz>u)Ide8BgR
z;V}Ab@YymFA2~VA=CKG`u#^>!HKI|uR?ve_L~kfmfCy$vNN!j(S-qcxiM={KICg`i
zNEy$eiGT5X6A@iv>Kw5cONcsN=KEwdk`xKDEjzqg5Wk$SUD};A0g-K~(7*35uuNpY
z)T`4M88GdCFrbLWNHS3#dj^&n<Cq}GNhU)YijCvs3Ukp`K=L?z|Ds4|hu%;F4S%4l
zNx#!s5vvTAV#X$+2D=Q$p6*8U5prH-m`)NeE~C=0WjM~pLm2q{KjO-t%$}7MfD}2A
zG$8LHw^MR`p(iFail4iQ=p<|Ue!EMdf$OxyuuA>!bLCRb4C03)Ifiv`P!npH8&nw+
zheL2C#P8;#MCoyzSZbD)f#^}YJ?m0*b{NqohdGk<;^n6yoysYbE1#}nY|{xDOZ6E(
zkyy1!LP)3EfS>8Psa%Ct=3_Vtv897e0q0x{GeQbXnSYg3AoiT(@YuNT^Tj=4>bAjy
zIt*vXhXZIjt48>z;BOQ?(!Pic+%WL;9D^bHC|FCxH{uR~LLajj(ZciXSF=YCLWr1D
z(B(j<8v=W$Y8N@=v-Jp31@eKxDJ~QC_{ASA18P@H#cN7izrl_m5v87+bV`^WEqvXC
zz@oC0=d&&nSa>I!KAmFsg;Dz_0R+#eqD1(I_k9K{;|WG_bfPb=G@4Y=H{z(t1R+qa
zsIcciIlo@QFHonVGCeV?(e#PR!aZ*8Os~T|6eBH10*FWo(5q1rs!HFO%oR(B|0ZfF
zs(0omA~#rsbIW58NE4tiQUlmIdoKq=-%%rw+b~{~U`>?^+m$Os+<YUgM_eO)OH0bg
z{`NG&z)nSs>Rs(ay&zvG%avEgegZh9-LR@^<2l#gEfZfJi^O9iZ1uKg<g{%4Z=sA;
zUshNYsky`cT6M-L1h_9j#+nk7G%}iE`1R+$hH#<NnIu(+HSu9$HSBaMgP>U@Ip^Hd
zCq}=G9RxG6H5b0g$jsVlr{Ogu`<7GXIL3Ty?`_O!j7ZIO+fqWj>=_<JIs5=?7eTNj
zM1mWRnio#WNiS@vk2X=@pkRgRTgN1jrd1%PzJP(6_rcR|4j3_$*VF8Q2jK_%CP3mV
z7S%jO%hU+GPe$EHs`_D#AzxrCskidAcKk!myM%R5>$e~BFe{ml+vKTqM~)#MB!XQ>
zor^lPnZ?CBg%(i<MgL5mUG>W4NW!&;yW~XGH|Zi=-0`4BuD{T4HkdVORUwLvpbXuf
zHBua=dIm4KNlu9BHQHsSm_?8*H(@-=3YFuD4i5lW<eapq^pk_$wG^*(8txl!fys_T
z@Wxy01qp<K3-6?ityA08+uFR(wKBoRe+xhfI>Cnd@w?~0v>B9Msug{7aNMJFc49)&
zkio8ky=7(NpJD~eu2`9nx9wp|{kVLRVVoPZWi><5eTsY0C3*03D#1qxPlpTjppTPb
z_aT{%^+Gj7^SK$pRr%rZ2H#^~scoJ|4nj;Q9~p#v<^+9?LHn?&JUv4r#&5f=Sj*HM
zk>!5&o6xY&4BaU%%kR*_sDWZ1Y2zv1X(&lsR6jQ`zVW?2``6e{g~(K^Ai&fm(*B~L
z?Ey?B^0*FfxyNW7koN_Rr!ivJmxOY!a&P@~&~XOVTd+^Q1WE2UTBU4)!o;AZeb4PU
z)w(PT7O0_PgNZgQ9CMGUmEXa0XLq)Xja-RtW0ox<ALARjy)!a^qyE_ty)ZO674@5J
zQNu<_e#=wX5o)-mh@!U^H)IKlrb>tq=IuPcK%>dq{;Q?Y<Eo6<(D-o|d_+}bzQAu|
zYUYMFgx)V4#{5%l%a&<yxd=aJ+l@^&ee4FUFLeXqIA0LM2F@eq+Nij8+mbLMryP+n
zV*fkaDa+2XATl!SCm<6Es5y%ol9Cue;p3llV%zwdc6(UKM11a4_ImS8_@8#$E?K}K
zOy+LPNJ6iWD{l$mCHo}+s{&kC*X0QE4MTwVAODMo&Fj-qWJwRN!CfFfrz`r*#B+<{
zBi&)I5$lxEco)ZFsQKg$yU`Ry>Ra0)S^Lj<>l=K*_ZqnRJo%2{E$H?iL_8IXEtdJ;
z!9%F~-ZF@!y?^{E!G4)^N+h-tZ_XIvS$q4i44|*V1R`$#Mk=HMqN4JxVQKlhVQG1s
z=WkUDz1q}2qEp{G7TG?}<m3D|TtZLpe*w<_zr`h@LVDQdSZOsQaXC~dk{#c?+FJuZ
z89Y6c`9+es>1C&J=;aYI`m;a9{Fu&lwV|MGo<5+JGeUbtC%)WdLI(O&{Lk=cpQpJ`
z?a9Z!@ZR3`*F``ng0CU}m02XeorU^$W>E{A%znq+AX3Cp_xj~YVF%85o83j`{Cr-*
zaoPBq%UD7~9e{TB#lG4Qw;hJ9-bq`6K`?xgfUL0rrzFq&<h#1gRoHr+p#KuRv7n=g
zvBjTNey*W$Gpo+yXz{Vk?dVGx{ms@i`d`UJBfwZ$i_tpYG@*z*M&f#2v)J>FD7!4q
zB2|t%Uc!`=J*sk7R(xUXTXRgRVtk5m(rGNG#|GX_-DWBZ#)rlo=ealsvbi0TxnFJ6
zsz78&rH<QaDI**^OG~-Egl37ffl#Jh>N}u&{vVJ-kFCeAHF>9xY=Hy(RPPvdP>zNc
zfbqHK8+>q-Mk^gXW@P-cdMe?hpD{yD{-;g4MnSSN_?y{rJMFD$>3Q1h%wwP$qT8mw
zabij-a^hevr~i!%+qbGPUl<w;ciW|rQ>LHHv<8YE@SA+!YH2}D*@PuyE=c~O%#h65
zG}={^=84az1H+ZDsmK^thh4JR3s%c`@IsVB?cf?sVk@Wyl~{F5;NDXh90xZUVvm-F
z0^B|^MnMzex=0otoF0LMH3Ky+007matHE{LOgJA|YNd0?b3_ZEr^cLdIBPn^AeFs1
zNGTKmD_&}+Ee@-d_@U{Y=ff(J%qEu~N=1khh#a_yMGxx0T(x|P<Y#A`gg$J-Xl1nZ
zts#v3vmb|U+3+7~YT5W3MjS;gEeEAI5|%z`_np4Yx2?F%j4<e>xM~`|R@7Co@r~AK
zj;DbYJ0y{>k1@RgFNE$pYYkagdq@y|au6&TYbM4nSi9MS)qyup5$H=_Ids)rP?A;1
zVMe=I>o`z44kEskGSW;R2G#E=70^a<Lr-Z171p^EJ$O*@anlA`SPFdc1}mL1z3S=j
zUpcOBo|cm1qBbVw`p{6|L^G_^E?N+81y1(I5ELFd`ytJIvb}f|kD07q6*Ebd9@kIv
zEy-$QnQ}a1B!VR&V6Z_!6}K#?xlS}Z{abTWbw7pH0=jCKp4I01;>89~`Th$caDVqS
zxSG{;`NID9q2=#`2ZfuM;zrY#7HOv3o11XiC@W?MWq;75HhXA_bQfOM>FExkcjit}
z?`sf952(<w#^?>7e~ZGx;VCP-zP<)!zU!x8VX)@FA$z@YlB(l_vb4>g)XgXfyxf%`
zC4w}$+n0X^?EF1X#QFk{JYhE8`XFS>4SFR9^dW65fTLeLCtOA)<E8;v`qNVR?*21|
z%IZa#_1Lfd>7$bH%AHb9hb{H%`S%RE9?*_7?_ACEW{U(=uN^t1C)6&vU?LLC4JCmR
z&Kt_DxMG4L<HTgX%~Yqpi_Sd8l81Vn1GVQBF?zqB1s<vf+2OPxc{VU<V(}+gQqln}
zCw(Lk)Am=6lGsAj(tn(X*K!ERdMZs%Gj(_0W7Pk|nO<B|lO+csRla6}r=D1-xfQaf
zW#87+S~ri0O;J~qi`6tTyTjrcF-Y&srnB}S6*i{NCAk&-^_xR-Vgxqg7H-6LyKHP$
z=-$2n1sSa7@%Q_?51BZ7NKjx-*h28tnUaj7`m|1&8D*XQ$bk%ntkkiu)FxamGZj;d
z5r_A?GTf3WdsASL#JvOsSjJ!4s_U8f_-dl->l?}a?A~!5$JC$isiF)+k5n5I)GJDZ
zvclJ21lUy2jcRNy{S<h@Z^1&gSORv3a-p|jb!->C&?T}+WQKO?)vub=&@V%xi?r3m
z$T8F$+FKBlW&=bpP|o)t@we6)W2Zjw|Nf6Nbz@?<h*+)lQmZd2$>?xZC7+1e7meJF
z+5ORx@!@@|`Z$WutjG&PJ00tZR{u3{pL-o&yKAqvU-392yl8DYlWNM3FP2i0l7d55
z-I;~ZeyWDWf(?2|U`XaA5h;_z5jQUhDNv(suuv?1ag9el43Mbp1`!n;5Dc9VwW!n}
z8(UpF-ZY9UN2N}{`JA5Tn>FrY;!@j^Xtg+3Wn~%EwUn`bwRq;a&$^zX&C}Q{saFdM
z-9nivg9%I3^F1C&KYh=Lk(c>yaiTzZ-z=xKX$~3y;C~xkd$@RW53eJ^Co?k{VSj4w
zEv(Y)6%!d-LMhYl>d>yAmm}^jpQ_OR(K&VCtbrK+aayHny-NE>*GP{j{vZ&sr@q4{
z-bv-*tIdRl7%VKP@fpI}0xwa^+^?x3c51e&P=9V?g_vD2V!q{|Iez~=!GNRNseyb?
z5)*>@0!U!;_PP1`r{z@9g-DhHxg1R`PF)31|Ay!_&#Texbs;G$pA-MJHldT-D3&@K
z{ufl}kvPV`?B4HI>>z^%4)o}8u}LHr?!VKMfoV!auSN<fDdA$<+SUh(q)oPSwpsYq
zeB0b`j`W>pxd7++WR02(t3G*1hU%=46Csn9EH+P7AmOhs<<yFQc}7D-1i81_0TIvd
z<C54x_{nimMIoq7Y{u9*fzv2s(W3{uK=XknF`dAfTe;->`$Jf=l*mBap3eL_Hw$Xd
zl9*cbmY9BMmfWyHJ$PKZD9#+>2TStA4mt1#_a>m!7p^b|pWda=x8|1Aqa!;VXGF}|
zR>S0RDxZESHuuw?!y;FnZn=Jbx2y{Koj2<o&*Ud7&lV^z@sb$vukHQZI?z&3L5!c2
z>v}z?UYKL5F`Xkzto9(kSMEBz3q8(m9`HXU+3+QLU(Y`_e8hVbO1P&SK(}W)aoS=8
z$AraSz>ba0TEzx##V$0=S<rkTAmu9FeL3YoJ<eCCch6UU2S@JwrV{x3rVj)MqK6B~
zIg>53$jOzAO^UfWL;_#txOT9sTmPCTFQM#MR1z6YNl&LxAm*f`;Hv7qR*yachwha?
zQDXO8%x?E7BhvMtulb<!DBU`xjtJ^=n>=5$T;CK%>_A&!044$*JIkRZ{i$I|v1CZE
z+t<FL@`n@GPSh`i>&kr~Vh&<Vq`a3k?+UwTWRBzaz3o7+#U@t_=ce^@G<h$&jk5a4
z$KPH*%wkOxzhjGoOQQI(=k9fjcKA~jBfS-6WjtAM&!hoY=rY3!8L_mV0K4gjGM*up
zxJK_iiLD`Gn+gcvu7~R9wykS&|G1!f%S@f2u549z{%JVfGJGTHw+g=3&(n|{rBYVp
ztkxRJ_rS)5@9=7X-C_SKd+_7*f!5p@6|g4(EV=3HBIQxR4+2@%bzRK-M%(s&AWCDP
z{UXy2xTez19W=}*QeIfyWJtJQGJSH!&Xx<dskac7O3GAm<<Owzer_ioZ5Gekb6^Ra
zy6`|foWJ222{WR!X+v-}4(qBrzkw(2G_DapLW#nJqQ(x<2>fj#u*Z|}ZPSF}pJy}p
zlSzf~wX>MI^YhV}P{0m6kV!TEZV4O6r26yF2xL<2!T-sm3MAdYNd{7&tI^;769zyc
zhXYJ=D;kgy$`${X5voQ2Sks3~JYm=?G<=f&a&s^Pfuu=auh=P=DhBvnW;!mOR9`O?
zjtsIBfiSE+alKizjp7>@Z%H*Psn9Efi}cT_y>1vR;Rr69Z?A<g>-lNbBdh7D<paT@
z$Jlb))q40})^y6Z*FQGJ;ByOHcXcM<<}d)<9E=eAB@%i%9w+Rc{&ymc_WbwV2dAbC
z6{``gX<j=>{2m+IM??CMzt(h|Y)QCTy2yn$s%bjyD&`L(`)ej}qL5e9Q1}So#cEh|
z=3d4u&URr5uQ$Hw@!&XepPCZewI@?j+UdZ)eSJ38<+pWVTAy#1UC!3{AZu~?U$zSK
z#shqQLsfWECU!jEPM;-^Mjn$^@ICsHp8aV5;^mCe!LtY^er#?d=G0NGLW#p%ynl5w
z1`pw5P-W=FsLB2LRFJQLYV84K)!E=POP4*0S^+5D?7UTX)bOf1l37G;EEbw&RU2uk
ztCp;_`u*IUQ(<(J1`4BSdEc#DK<cXUQ;RZ#!|-v%Y!K}|&y=&Zyl9<Rb91oY`08G}
ztTFJ8Uc?XFID#irAmLT77ZpB-RcAVmprGzMY($i{ksW3`ahRu)kNRJslQV5F*>*h4
zRw#eY2wWZ>_bhrHuR8x741_{qRDFvO;cC54Tst~|@@Vm8nXOj#CtdaYpq!euC@4l{
zIq;&qN82gGUY<ujtHfc%>(S;}JY>8Dunk49wktjRj+@+kZJA$x?uJH2)Fe|iTu!Wl
zvCI3V#^qj1LCX;O#$Hzwu~?e7q@%{@j7Nz(Rcw)i%>4-9!yQz&@L{~{VrXQD%#;$z
zFP!S$X-=8{)TK5Iy0+?tpL36oJfJpEtg>ZAY`3&77Z#FBs1<nSmf0~TG@rfha&(JI
zKIY6O=OJ5yYwtNL-?ZO*FZE{aFafL`FNcgimxpSua(cb=2KYp*L;BbZVv-frnO_7&
zd*>Ee6fgR3v6OIJs!`fCwAWW7t;kd0qh_>OQ~0$_Q+vpm{I4m-zf3tLD3IcyYnn@a
zu&}<LCn*((h!Lc<!N@B;6BLd_{4Ff%UJs5H?>y@3)Q;zD@}Y&b*ruFv@vDAxREjiv
zVtdlHM_G)-Jk_*z9vF(7Lk_eSDnw({p^atKji=|QB}-;WZr)?P@(3<B&STapqfm#`
zNf1|e88y{tuTPQGmWzTm>m|U>od-k(;#7;k7P4pblO`I>4F9S28)Yd?*dR6y@91k<
zP4XJJZ7?&cs+U;KtcyX!Uz%xyW1CdF!8>r11mElHZ#}j#(9C2|lUaq1#>6y)2IubP
zM?dp#?f2c|AY)A=XT3h{6Z$+=!6mNq-Xui5+R6WYYKL5Yo4;I31+~wPU1mIu=wkzq
z5jD)C5hrlj5mqZd&qMK96B>PuIk)pxx;TyY)2^U!W3j?Z!AOpQ?D=9Oj~_W;m9Vp_
z<Pl7YzsGWR+O_E`bN7<bDpm+DR$32MTbv*kDk21_0RyLIgdJ5CAR4Io*^6o7sCG@(
zPj|6KvkhB$zLhN@V&-^h39&2+N+iG;2~uXbs!4Ld-t|O}Enlnz?cQS&S}QEHpa!bG
zl~U!bGh0cXJWizQSu&?LN+8cK3wg7FXX%jWmS9jtnz^ESP;!#2FaO}|JD2K_)OcZR
z%eC_FFsIgrz<uFj|0a+*-KygIMzS#sI@3q|W6%*8KW4b1GbvC94&JCeoc#GkD_2)N
zYfYJ{^pGodBBqM=2O7j$*#|4_w%<Ka+|SH+KI}n6Oh|kWJSbn)Xo(+<2i~>5)Ujhh
zZMO1QIk=V1N*|)dLnuI6!E|{JTi5^0E0}MqqA8_fawt6`Q`#}Zb;pGJEU1T=!lExd
zkCFMFj+qyq3W5rj{OZ)d$o9kOth8J2nb<ji!7)>t#%m~X)a(I1^^`@j$5v7v#sKID
zx2f#H*{hicEH?Z_9W!^09yb47e^mXWx;%Cb>zEGAh)&~VGbW_euli2jrK*B@2AaKk
zmvi0gVLKgGSMGfD-xshw7W}Cpdt2%{YU=CT<IoFP8H9bbW!qR93`v+|sHu6};15u)
zQOnF^2AsZ;F<}twKO}(fX`N>zH`PSVjw5QaqWE#yeo@l30ln&mV_a!=vcwSSaNX+a
zc=j53=4to{3e=gQsv^(^_}HQFR7Jl8k2bRNQ#EhMlc(F#ijH-tk>I#8%t7qb8q@+(
zzZT`WbE@RrG$`Ir5onqFbijIqW^^)v$}eTq-?zqihN3DqHxFS!^V9gdvebBdFjUrz
zrJ~-gLc!|Ks2q?j_fP5H;V0pV@@wlOW6D5Hz?3$YCa+$t93?eDT;&&tOAd6?h*V*|
zy!(ox_7Lz*9R*Y=l@6l6xgd%Tt@yi1@m$7ld}LbPH0yMIij3BR9>fkM?oMdrtK+Fh
z+6UV@2FT{Qs>~tZOxP4nBxk=0S8kfjP)-*byN~Nvz^Qot&WQH#O+i0;kRYqBgQ)u4
zdc^#=IejFhcaAZoY18KPq$v@4QsFhxqWWX?MWNvKWIz`<p3D3{F`)PpEX8^mew)mE
zdMzo1d5jAuP=0>+5Gt4f2{Yf;hNg4lIkH31f4dxh4!0}BQD5isbx%P?q9LmmPmEK5
z8z7xu7{+n+B1Ijnw;Bv_?c5j}ll&&dtfsQSg@Msn7}IUh1->0w<bUCs-AyL{zUzCU
zaI#`-i#mx8hF?+K>c^;e>7SAJC$Lt@b%Y~aEFz(kzF<SsdF19~d^%2BY6gzBqHr-5
znkPqV$4s6&ZDekd+dNtv*7zv<1I}jM8nungw92sw2B{e`7&{JLy>r{vPG|L_<<UVx
zb8izSFS;0OO0J$MfDYa^-uwNU{Ma^DWys)!h(tcN@6j6DnU2))-acyfmv?9juk*(Q
zwR($J<W3;Srsg(6>l5GIbH)1Mnn#;A)Xc7CR6gPJ%}W_lF!Uxt)wk>PPR^4JeC}zX
zF=_G1(GwF}B-l&w>Y_4sHN6dYN2<V<Q8Ewn8I>i$RFZr1lxEkHnU<!g*%Ro2lK>cF
zEm;Ft;(f|5y+~WPQ<{#^zV-QtJWn_cI#=-LWITwCL`eBKDW-az1tVLn-e_G??*=T0
zqerRD?q+cCfBZ~?6V_{bkHC|?+b|}ZoN<b8wCGJU_}#@TsiR7ovMAXtIuuVdWo)Uj
z78y4VBu>FB;9TJy3OXYReM5%|X~o9b#yg&o#AUjwS%l`vA(l1~lp_-4O`y!=GhB*d
zO(-lQN^afJl;GgSu;c2-m`b&TI}}N;*uqZc>T<um2>#-7I(8Y7QIUS}^HzmrO=exv
zfLgK~&5zvB9@z_gU@o5$E&Ng}5$3nq6!V(j$8w<1``C_?;rxx_%s)LE2Z6JwKhHXz
z_zui(n0qq9<2UCL+R+dm7AJ%oFU|tgPves_yys?cNxh41CA$v+@cO6Y%aZA<RI6DY
zp;ymcv)aXQ`<8&o*X<bh4BN%jt+zQRWxriDKaxAJl%#elB^@Q1^2$rT$GPZyZJ^7m
zLQ<vD3|tG$VX{xR`BJ5<W7r+YqWil7tzh<Zqj?(LepUx5WIvpgch0I~OOYoLfG$l1
z)v9}8kRBo*!vxam-KaTr4M824{{-;B3I1Ju5)0V}0RcRw?@r)>0G>Y&T0j7g1LU6o
zo^BLdgpt4`pGDZW|MW&=_5r~^Ko$746aLS3wZ!0eXd9O_x<aERbL->+BgOImUXCAK
zjN{+f@V?GQojx7@-<7>3uj88ki?a92O5;Tr6k$5F>M5lz*6Q=fZe3c8OHI_%rYTZu
z2Q=a|-QJM(c5kALq#m0?(`Aai9QAQ>c6$zc+R3S{S!F#*eh$a7*lRK!nv=pPPY!ko
z8a>)ZPHtnX{gtli{bST8-FbG|VDOBt8w5iWvB`DTc-oqgDBoVUkEIf0H|3hl&IsD`
ztM1J<dJ<*~gNdBu!B^MH+MS-@`}*?}j(4nfo1W+}@GsA7FA1HaX&?CScj69hD<}SY
z<!sY{YP9aW=~F+=E`EHCOZsi*V(9uOb<V03h0>&11XjY2TvwWMW+w7*bjQR!gkbkc
z@#n=KSUs?ov_S@3$1s>qB`b#=g<saL4U7(`0n^RZ`77_n<xtj(VIsdM!~jJZxz*NL
zsKfn1Jsb&J{1+K|fs*e;hF!fe7gN>&d}N+}W-;Tiqt`)OtkPl%xgAR334ZUvuUYs4
z1*SNnZfT2{x>4C#M}Ck)ABDn&&Bg%z=uSjQy9Oe&I)ryuBXxO?HxEj!ke5E(;TK|V
z?Dq(1ph=wL0;=G+FdVor#0besg)z&B$$nh{7Uc6o?_=cRMJqLJv=sh?^lXJQzU(sk
zRJk9&c-^Nk-n?>Q5WIeRr?Wyb7n7rTL7gchJj-5}m^b**JV{Pmaap$Gtl+r*Cux#)
zd<z0gm)0xvGJotEhHb%~ljRSlF9<9(-BN6o+8_Nov$v+%$LAE?+&BPff%j?r_2}~T
zr9*z~(zN7Af`N2XK_~?hBatS(zfX7-a&T=-Q0GPrvY2;~NmSLSf^2c-7Z`I<h=8{s
z9%u5Q3oSvPQV?`KE0z+M6N?rQV1&I}_TG=dm5@ufTS(XN$0HMNFYTPbDem>g`2ky7
zY_~8>LzyB_H=(lngcJF9p=HnDUNhz^$||O~qihk9#GI9c`fi2B23SIXKiJFSyvIhq
z)*EuCIt_I)F{Z`SXF3rQDpnzy$-#p$=kXsFP&h%1?B|FVt(AesHV$#&6b>(tLcOM#
zsALP4&a7a2%W<9iHg%Tua!Hx>?JeVfg(T4z^&8gLah6cWoN@mmv4)h(dk&%R-@Vi(
z+2HKrVxaP5`h)9wA?Jx#O~!V1+nE}w;Dc9%(n|=)vHIxrzH^kWsFgd@;tH0>z?-tL
z{YXQE5Sp}>QxzU$;cK4$P_Zl#yGDu$Zr+W9U@a>7wNu8j1|rxjb221#7+IcezPD2L
zH*ez7cgs?cNU?s6BJjnDdf1qbLO~#7q(`@P<8s{d_p<s68#`VcMmVW_vvsH5$Hgn=
zp<X^Z2wADjqeMw&F%~qMU(b*%tT!J+i4o8~gPIF7x@UXBZwci@Br8+r98~ZnwK@}b
z7EIbglqkrrc%q4s*Tzf)t$vpeg#~3DEa<Ao9U9fDl0zM$eed^$8HKU-9(-^v*~)9a
zvlV;foQ$37#X41uR^jSv_YEj?I~I{*CYQ?9)2`yEQ9OMHEY3K@=dS={j9)*fk#>yu
zm|84ITW4KJ0L<XPK*4aXp036_USA#=4!o~sR6o89@V$-H8$z7E@5B2^+jSsVw`tEb
z>O12uf1Eh778|3rXecQV&JLiSa14j9?NY9H7=5YKq^On~2|yW+thR8RCBY(-!gXGr
zpx@N0fvbsBKy=OBc%oB>9)zzG%BSe!N+}w}wEm@C28!C<|5H76-e%feA9pufQw`;D
zg!v~ulhP6|NUwzs>wCn2X|uw~&W<UHud4p|O!0Z~G;=e48V$p-6No~jbzP4isl|0h
zBY`NZ;MX(bq}Pflos8XmhL_&~War)1WT6L$E$lzbB1@-QIqTx3JYoI(Y6q|@5DJGO
zemo<%=uEB`84n2vWv_QuQ|TPu;u=ZSHIfbVcYb$|?=*wp9Xt<cm&kR+kyM0f%QkmE
z`;a}$hr4-#-0xS>84=uT;R$mf%-JRr^bj%VNk*JSXqI49+Zk9JsV;vUaOuR&sZWlW
z?%$cgGg6l8n6%ai2~H6=xbZIfAiL4^A{fc>!SM9e0$xy$!2Q|<$af(j*LI}!9o~im
z2OYWGTnvir%cjT5#kO@8`uN>PhY(bE6Fg{{yZ*goqX?Q}RA@V#<hq2W^jLY<ZFq>a
z7~m>q22Y2wB~#LuS^nv}LZprr5S(6r0)v**G&aKvfD$*E;lO8`wIuqLIW0KNyG2nV
zN7oKo!#5FE0}(S@UCl)pmfB6X0*&RsgBPAOk*k?nt9km*ptQp0=#rmZCv#U`spq(M
z)x?uDzBu|Pwk*jn^MXX&-kBVUuPaywFez|~s)Eyijv*0DEe4Z-+jk;B)R<uc42|Wk
z=cTB8R-w`K6-|XBP?Eu|tz=e|L4~IU7c|B%Yf<-MOa^og(YYOCY7tw`S+O=nXfnct
zUWBQghf0>Si3Q_IxF}ezgTT2$SqC<IJ1h{9zrdxz?F|o_Bh<?c&?))j3ta4A)#LDC
zE`e;01zsfpK?zU0jA^4V9~=bl!YK)!me&VXIvkEjk&}b7Tt$JX+nCI3rPy7KJQYi}
z(K2^2y^%m9d_lAliPT;%N0!74%EP#^J939WJgpoxI@N3M5BT8NRnQUY@8`LWB>}pV
zoE1|BCzDRy#%j>^gcW84JJr;t<L!KF5Rk$<(acosNmItqSvKso!jey#B~(6BxE_D+
z6^oDEAo{`NxC|SYboJ+G;}nu!*D|ukF0bNw#Z$|dIM`tuS$@~JNfocpE=3yTd{VkG
zR2yPeh&VM!C^qOYZ28oKWxye35p!^cH>x>ERvQTAAwY$P7>pGN|HYJ!9#NnGIoY|N
zgIz6IGM%36+oLgt2|4p(EU9asoYs1MY+o94q*T?X(nIbs^O1D5s1mFE?GVFh?|?(I
zI)*W$+qB9nD7}4~ExaVk!8_rgXPi;5xftan-v8yW-ctXk_dP+RWsGpeX)<_F3Z1Q|
zG~sO|C{>deT+w*MiRc!w23He`obY&bpV(pnt6oGcYk11Ht?uKU*ae|nqfE2ugS$uy
z_!CdKK@+?=Yj82V$*Rm}$x)u5P63*U_Qsk~4e|^LRS7E@P+^3%pU9$Cn3dls#vltP
zFF25Qs5GnMQjMLJ)5iz6%<N{O6{SA#1M^>k7tPMygtu9LR>#w}qBE^)rUC`LI|6rr
zrk*3Oy?kp##3}`T*KXokXtWyn7zI-;Yh6sx6P7}s5>rrQqj-8E%5z;<%s=P*ah=@k
z$qYRQv?~gr(;_6xGkQQqKip3fZQBw<D($1&Lnj>*`m=&;!X9iB?<_ocy*&{^kI<Sl
zf7?fjiXh2!(=JOSQ*nxgUj0ChgOPhN*|V#jse;eCJ@+K!pYyN_B$edPx$(C$>P(FU
z4PHL}_l{^mg)`)2YqvL45~PA5$d`soJ|t_VZmbjDP7UIU(;*W)4Z2c1wR&yzDj;^H
zK*^ANf)-Z~dXF|gm0mpzMXAS`cU)3WZjqOS2_p}X3QTn;sGr0Zsq6Br3$Ex}JG8Gt
zzPToi3N!M7bNY47@hX$2C4bWCkXcGdM-ukFEDr$Fc5`@JfYkgEfI4<hpiJ-Ihi9+~
zw!AC1Xs*2JXZvQlUE~mqPoXm-B2k)aX}3NJM4Vz7wdc_**lS%96K(-XH@YQQ_dM@G
zmV_=F8=@;6Bh$cQS*DuAkDgsT1W`?SaHh)<G%T0W-Kr%j)E;o{{2U_*$(dNTGIYt=
zm=`3%x7dtU^`9wBK7D*#$c=y>Be2B`(G(90varjIDPOdlsc$EAxj)`UT0LFK*hTTs
z+EcfC_HM9DF@Lb;CgpJ>Z?Yk9s@lz;acE_TY^d6oG@*6v&u?>Mjpg(&ti^^==6<#$
zc<GXHv|s*oR-{Aa!XdN<0>V5gL(F9J6wcDah{|36l-?R>gb`Wcy!l?KKL7RUGdF9K
zi0rk?%cao}D-n_1M=&#zaAw(u3oo$<m_kSS{)(TpjC<nQ($U=W`^m27U7bh2iCehz
z-S(<%T20?BlgE^cHI^Bd^rLNW=zWBUDsyty8N&Dtbw|lUhxF3k=QOjoz6zD+pDm8+
z1^h_503Z6x-i7y=y%9@jCj?QY1+4Atg9iu+TODlZm9iQJ0hOH&=XWJI$3G+cnbTo`
z(9T_vPIe|nQ&P-@VqiWGn#1#10d-%g%W1C{b)Qw(r8t5Ch`ixKcW0>*+4x8d=n8j5
ziNi|AfE1t(2nK&E6d2%ppSVMPMfBW&T^9@$m*g|8fbam?TM9@8fA?VX$(^kPuPX|#
z{a3or1L9@je<E*^3H?4R`2yY8J-L1r5P1{c=b!>a-l+ei<5&rN(;|F4Z?9a=y!I~7
z)?AIwxNPpmd>AqQ?7B#YZiL+9l5TlgRDEkPN&eMhk^p*3-TXPi+WXC+=N-7bmaL{$
zXV%Lvw=w)r$9_?!w#f=nD`uWn7hp~{72L_0M%ne()J+5aI)xvwWXD;3el&Ne&YH~d
z`cSj%?gAcFf!)0hd!I>bGL)0+6_T)tHRi9wJIx<NH;QhyyR1SnpW6<;=xjfTf$<8=
z*F<wNKKaQf{3YCkfkVD}<Gf03oHVSrd)%EeXRrRgz~smGqIl}zcirWwdOB&y@~*%$
zHzIU9S%g|~6W6exrfvV(s5!L)Q~LNvWN6l$tvTpwS6w_*r@ptL?H~<XmHDiV)1TsO
zKVNiqg6~Li=g7VwD%j#=n%&xh2soF2JRR~kcKp;aCy%8&t)`D7j=G*IKtG5w(pL0x
z<)k?&*St9LD2`JF6bX*xIfF;7joIUZt#x!@U4@R(hYCII49DIIsv{@3RsWsTK(0q^
zX?uxTJ}UB4jys<B_@s6^2f|s@z*?4j+f1cQVAve?hfUCZ{-s)6Jl1`(YuY~Zy07N?
zBn;we7p`X7F9;jfg<Evw-*fRJGg1KaJ0e}#rc7AN1s(2acJp3_nfcH>SiXYu9s5DN
zT*k|!jJ<Q!tvh0Nv~%$-ax*~`W%D3D<yi$2@H6xB`1*11xzDLU>8sl5u|8F#rklje
z9ti3FBae=8oa=C-Qr||%EW~4WL1Z1B{cdOjyjnr4HcRME#XfUvYgj|rR4p&+*`ifk
zZU^T4D6Oheg%tQC((!yimkaN~25Y5lMrNki^&ElT{<wjQZlS4PVL@;2koZ<>=YV&_
zh;+Jq|9$)=@8<?U0h|I4nod^dk?Qby7|!zK28Oy=z>DSCAVq&wSkgr8c{#TwREfJe
zKCq3}xl4;ToLRcA&Y$?v-jr#y11U18^}T%HmMQ>RCPI6r0gb%6Fj9kvUMI(=_Lp~f
zSrowKo1dyj6|w0?RBKwMp%`^@*R4ruTCU%qmHf0i7PNOr8YM0Bj4-{cK5ly`ukKHC
z{8=7j38)irMm5&Ah{H$HK|omyG$)#;jHP}fxjzFEi;o4)u~o72pRqtz5V^kknH2s4
zMyLL5UJmyY)PA?eOAt<fv<Z-^ySh06@f1zBU`eIxyY6PUT^by`@Ab|l!Q1}qeT-;7
zzhhb%*FufiySn}nDOkg%Xp0ifi4r;Gk$LWBUF+WtO2oz6Et7EH@@<8g_sdn5&(p;K
z!#kh<(PGpU68gU5WIsRf6>?vwyU?&4S6CfqhcTp{*wY|jGps2_5_|X<-#_LZ3@oEq
z#Kj{r;2XSiXVX9>UX`=2u+Z4&ij$wenUom+T2q?e6`vh|_9~}+1pl*@m5Nx?X#D>p
z@2#TZXt#Dz+#$i;-Ccsa1&5%)-8EPUn#NrlLU0Z4?(P;mc!IloPLcI3-D~fE>@&{Y
zx#}CF$J<rab3XcksE|Z2*URijcxjpCtI5v>?)qoPBt&Y<mEBUA{Z?3X^Ri>*Wk)I)
zbKsS`QDJw5pI1^8WLWEdpDr10a5V+C7Hqd^q+%kO$ySTLR(YFqR@cB%97a_YPtO)P
z3uVe5$2Y}a?8{xsF6+}a#h8^)I~|R+$zio%JbeI-=<z~{AMsI!a!T`A<Db}1#Wrlh
z%M~$2*vqFgYvWuA=mXlPi_MSKf*0}I-2hz!2C4zD2T)>iZZ=<$?p_Z3_&tjk*eQ6q
zdjcTpM>?UMp2Tklfl|cAF@zSSFWVT{`xzI}{0Ol0$KX#lmQIzKYf(<Q!~E_=dV@_F
zyo6ajSRMJ%az_ieP4F$gj-#J`062LTy--=Aa-o{sVQh~{P>#Hc34Lkkt4^~<`r^V_
zop`(gs+&iXlh)RDm>2tl`j+`IYo#i*$yC;lgIFw=QC*I58nO3t@ryp*xKqzuRmLfV
z^EJh0@i3zu2@QHilFcLv?8BOM|0EbB{iNi**ogy*kqir&-;9_Db~9Ko&sJA+LYW@j
z00Zj(dJgiKU|a*wjkz+t8mEUo%vaAxC#J`1O;_j$qdm&46ymRKC#+b+hYtCRj*sfR
zO|c0_N7=-K@f_Omf(Y64%DpB*m;D7ZY-n!>(>7Orz=SPqO20qUvE|b;<tH8~xT=+h
zC+JJ7t%1KXBwbJtVsd`MgPNfaptSFg|Co<KgRf*HT}HKNQh6mcCVZG^RDaX2wx||%
zC>h_W9kU+)j0AhzCLr?bnSzj?1hrPPO=D>uo>;e|he*O(da;J*-7BL|w~Rr8S8inz
z(7`{lkc^jcO~#?mQq1&*Y`upo4inMHu1qqppRlce^|`?m(D_tXcds)}n^u{A<Y(|K
z<g=m$x>dgZ-oyjU`4h+|MCXDc<64QG>&$r#tKJ8<4Y3%@h7VaD6)G)Hxe7<iF&!{a
z7eC*gkiBR?AWtUa60h=j2#yA_nugdpnU>?ijwI9%9@aSmJ9{gMs3pRyC6>i=apsER
z;>R0e`$J53Z6*<mev2iA_GZYJ%*QDeo>$KF-o|G_4Fq9)+ftA_d{>n`YwQ_wScPxm
z6RT)(VAj2ZgXeAqDNV@V7NU_3sIArqOiUJrauO?-XPSoNG{ya>0*tc^Rz(2YpWidf
z4etD$7<M&jN&G^Q8wuc+Ig8edot15u8pAvAyy+W3`Sg{4h~nor=!DE_-%f+&S$Vda
z(uUXjP6WeCqumUAp&R~->y>o}*wRu{hB9bgu2=z-NSXGcA8+ih+1eKe6wGozc`I7W
z90C_p42Ac0tm#WT9qTvO!HY*eLn$au+lfKgb=S4u_g|0O<_|nX_1mws@23n;*6y7`
zU$P|S{rIeoz&LKwhNUTC-d9}qh+SneJWmI1Y0+rSr&>|od(52EElD{ZOf;%)mwhck
ziZ%~~#=}cW8T1*>LSv=ZbaO55XnXD<N;DoKNP?g>D@bKrhiFC%U)dtd(H;oDsUR(+
zD#I-qs+4F^{m$9?CXkR35n*)dR}~?ISBE43=xMC_#y&*YMII^oRV*;<BMgP$-7R`C
z_!@lwVRvM{hiZ7-+CqIHS}}XbPP}P?ML-T;Q2WpqA)C{o>3t^v4XJiJhe$0i{+6M_
zG$c)2@32qqnr-eaf!>YEX?AaFS7nh1r}@j7^tujRwEj60T9pam=gFh-6&;c)^%4BD
z6ZflqJp;$-B^fwGd=v`||1*T~wp%w`r8RK3R(JYPf8y-dbMQkIoNY88ZO|xfySk!v
zG`)(nKEa>2e~Wv}+H7rlAG+1a%yKB<E+gznyCh9|#eaV#Kyt){)S}_818AM4h9WK~
zIuldgW&_%Wi2b-nb>MCJz!YA<jRw7pc@u)yQ8$q-HG(D+5hqeRr1^WLW@f{x!x0W)
zrH*HRCkG5nwi#771xb~56setsSpzSA{Y`xGM@X{+txyn;@E+zxZi4=fr7rqKZqk|j
zuLytNIz1p`XM*`_<^&-O;UmQX5y-WiW`DgnZ!iJtJX@j;6%?`zFc{++JexBDLv#xh
zQ0(>>FM$lj`F|s#5ox|C{C_v>Ry>P1GXKxRZj<v?KRl_A6UF<cOdn$azE7EVkX{`V
zJ`c$hI(^RHVw0}PzE<9UR|95jh)Pf!x-AI-Jf6d2enS0g6VV?&DDp;!X0dZ?)aKe+
zrTJ1}#vBt$Yf-uBhdwuV|2h&xz-vZZSfM{-a%(&A!2`lj<aatUX@K$XV%^)qtNkA%
z?)KQ1OrP_i|6#->@@h%Sx>8kr494h7O`DI4TDhEk-<<X4s((s@_A{PTO!X&8>Lw0+
zXD${4XVCDnt^dn=&3xX%>xj*`u9IIVqzlN)>Rz#6F&gsADNU<$`=Ux^$^xb%#XhxQ
zu`yqwYlahTK)+ToBh&qf|78!g4;L4M<-R4BM1M#8lB1aBtn&V-(NiP4)-zD|jj<52
z`8iC81R!WKH%$iSmYqJY>~kL}L=--h9}%qWw<#Tu<~R<lA{Y73A_Lu9q)43+dcFJ{
z?u^2H3D!kv1>E6sMXR1tyKpky^t?|<8ZviSk(ToK61haD3f~`Uv6xENMEGMy6__Z?
z(f*oWy&^^YLTcqPHusS|u?)NOFrO?C$em3H#zyONJj1c3ChSz`MgyfegV52LZLgOe
zj<|-yaJ$?iM|t{|bED)n5H0Rk!e!1TC#@`F`7Alv!=IN%66a-J?*`t)T~Id)GfZBD
z@kIHqS$)Q)2HU9M<f0Vdk57J}#)nw3*0vD`?z-t3cp}P|`Q1prQqa))rCGO>IDbv#
z>6fxFF)~mu+bC5E?F0nhhD(W0L-zHc5RVZp3d;I@R(mhvu?#}BvgK1|o8byxA<$w&
zko_K+JrxQ!wrf=$#*kL5LRLFg<0&pz-d%@eLx%e!IwXjEQ=SLPwN`EFyRHePLH1&P
zT$pZIC{K$-8-^BCLAdF>_ItwABI|cZ(yp#G?5atvjVi#S#b>)`jbv+Ltw5K9i1lCv
z4(HIB1$%|yv!LBnjKg%uFJDtxO7S6`>?lc5#Jtiov9cm+ANeAq`a;7XL0ZBD&s?Gx
zq&-BReUeRMv^iU0Sz*){NXH2{Ujq3Xz_@H6l`@h%SGoy)JF0$@c11yl0%{m)PWpq7
z<Ll?H*hQ3yhSeZXU;H3>IVvxI{YJrm$IJg?nEjAvi31Lt1A%%}hAdi8zwni@3pEu8
zAAXx$%kV_~Mv+HHI8;4#l8l~bC(%WC1eKgB3%4cv2jn)wlct27gO=9FHG}MR=U&QR
zVmavXg~rX+=-b`zqbhTeBiDhk(9KUs*35x45a)ZXFs~AmfmR)Swij&oyVmKN+GfRq
z|Mfxv6`X1*-(Zqk3La4D`}-hQE9NX>KLE1d79H$P^LbBsP=@*VLUQC2Hcx`+SPm6j
z98n9XGE<@eMjFOLx*Hl3Rn>Op!?JV#&z?OO$oC&9Ev3L6IUVIrUIJqN^x>ZQ%Z{NT
zQkT;yMW<ZmOA1I04?RdMK4L$d8pe{91fu{#ZO5x3`lZ@;Xm=IftNjn;z1ytls>|2@
z-*q$}G6K%n6Qn3%bI=v2hNQ%x1jCl2sBR;)<<cy%Qm^`Tv9Fes#2Hc*dL<@*BlNmu
zeU4}?H(7wc@1m0*WPma27c+|1WU#=&GQq%`#A?$YR1xAET{rE|ff^I9y!&41#8L^W
zSuL-mQnli7XmEDZS$$6fTw9ODXXos`s*2m6KSyX{x;WI7J3-CZ2L`}{6hS)HhcE@m
z+X}%1Gwe`3c0rn<cO^Yoxu1ulHr>fy|4@oZ-~f)~@?4WlrMLfmqraZC5k~r30@S4@
z%4QQ1WhCAQpQN8db@XAH0rpYFSemgfU&FB?14BTSwPff?$jc3PF=F^!y_jd8R(y=B
zEO^_{5!2+iGbaNmj6}}D0T(YNZcXRpoQS}y*TZqlLD9tC-KpZ_DI?h7eJ=Tn)L$ak
zNi-pOpw#`x&+MpXn#AEEXw)dNbtlpoX_Q3p0??U?0_qZ0UT!&C-Y?%c5hLNg#8jgz
z{zL-7AiSnztEGpaM7JBa<Cwm+@Z!*?o791mGb%0oAm;~ydIaETk}cd>Z-D^gpHwzw
zkoOBKR5M7V=r|u~;!TNr*6qnG+V$&~W?<$EnKe>oT)=jm_So)0N8+eka!w>uhFWM|
zwm@eidw-JA3osohsTsJ8AMCg`xs(JX7OHcPL`o|UByeF%WhS$k2q<s1iiYt^1G^CI
zx{u$_7bKw-bP2RXko?9`GkLHjy*$RYY4A%d{`7E`B5IW3vq${WDGa~PgOM}U?h3J^
z)@<g8h_$yM-;s_IGJ{$QG8$VC`IW}j%D61)wvcN)Lb{X<0L6tixRs}u*|E7W!H(px
zn6Qdku4cs9&4A5QkwTq;_}X?)vRV9{Gn51^RnlusgC1YPZ7(IG%InPmlN_n)4vj&F
zOfd|ir2z2+7&!2I3tFJmcIV{foL~h4HlUi~a-PWQWLaw}b6NE{L>=;EX=W){dSK&4
ziPi#{;@`)GNy|;qm^Td8tJ5!SEb--3#q~R}{ars!c9GK&O>{0zHaR~6dmNq$lT6m-
zmMZOozqN!}h`#CwwF<G;H-mJjqvDjnrL01-i7m=<`m!UO`#_D~$YfMd1f<qk{)9Sh
zI`Ml_x>-HA63Aj%^JaS5t+;Xg#3zYx18{kkFu|cPZ-{p=KRK7OJS0(RBe`Zo<;dgc
zwk4lyi^*Mp)P=Bf*jgK@3@k2hI|)KlfvPK&r7Y6NbWuabkTU`V8ju;oA#xfH-Uanc
zZc_ZG3{nOjW;O}zVBBp%;q-Vj9K717Qr`51tUX<P-k)@cby40lE9O!!;Moy8@EEcY
zM#qcs+9xzOF%87I8|_1$yQW!ntuhmO&3ej=!ara|LPyLq4Hj=g##wj<m3e)tmgYc;
z>eOZEoxbaRnRn}%&RzJSYC%8Q8)8q3>dRz)A)>eaRAM$cGvmJ_r~?ge`dJROChpu-
z8Dt5*4FCT+=(;9z9(rt~hdt=`T(!}C6yz`}c8i>uR&CAc#RDM`wg3Rbh+=W#A#)|_
z6uH56QQFplSad?#<~Pk%7G&UAn#BA33(t@A%lyeE(_$R!#MN0;F@0tO=FzTNtF0$E
zPHDp}3V+H_HNF*03TaBP@2PPv;eKK2d7U_8W-xrQc-9NGUwZzclje;1v?a84%oMY5
z0pUB|ifti!R{6_5_LHA!G*nA5gnNFsSxw6E68Yb-+ZLvP|5Y*03U{hgH|c_C2#vdD
z3r<oBu7HCoDS&uELE}yS6>oiylJSyWBmVj?NqJ~&diLwE3w%)l37o%PaK`~f7NkTf
z5KZIsBH7vaWmpgO@|U`ST#~;j!hu+tkZCy>DyR`40?^4Ti8Xs0n5;4W^ceq(K>g}=
zC;FZ@<M+OZu#G;-_m_YC_}AP%&WaeJNbhXGlu;v}z&9aoQMJL64hVtnwrVmvKAv!<
z_}%nVew^@X@p%4N^(U5Q=LM9W&{_I5(f%Tv$Bg^O6pxKKYFp73?0A~--^4RMK6`wl
zqV{`RTi)EqU8vFn)NjZgRK`w<gNnoYz26=Y>$Nd1i)z(%S#wlALVxh9_|_C2-yr%o
zh!@GPYB19K>*|yYKbU|)mj{rN*T7f`f|<*6I&!GI*hQdnA@>5krhzF@Y|qWQ;N^+#
zhR3g-sq=CVc6DU-cVKuv95tM*wjF%#a`xC7Fnn~oOg(+|dp+r-_q<`v_rA>~FYeRN
zI!jWgJd)Y@vJ>r155^`xq#U-no9g`WVp><3r;wme71cAY!C@_8j2#x-6D_Ixp`mYB
z_^;a9pp#8CWbmu*HQMHvRa>bwM7}*F)$Pfpe|Sf^I`~|A&7ZJzyx(Hgef%9~L9J{v
z|Igqoar*$%+o&FMi*3$KP0}m7f(eyex^K}&$sKGqT1HzU1N(j@B6VtbyWJKd^6wIL
zY3`QdTMtlg=<{l!utAE6fVH>AK?3=kx%dMV9sh$EqEMMZ{`V`?+{v{-SurjnV$I9u
zO*)R8yu<jXrr7tY#IX1qKXOA#=AGK_Ow*0CS3qSIAlSyY-n`z{^DdmRJ}S&2bEjqK
ziE|nr1BZ%T{TZA?g7(uqa#p|6dxL4`+;6J*Nj~g<3ExyC;lm{I@bDiMc$Z-!D9n$1
z23{@qvnL&nbvo7hs_SgC2VYh9^&2?4fF_lIk7UfI`}<EuOggOfj^8H<-D@$c9{ZOf
zk&m_peVJUDYuYQ~gDmW*+#S$&CZlfYAw_o{#yCVpUXh{NvtsE3x;VcMkAsd-&IPa>
zV@ST64tx6we*1{cii*k{)BBMJ6DT)(+TG%&uhF9B--NGwk10{z5CdO3+l@ecFvQ(Q
zSQ0TF{q8#Eo1BLtTtTnSy6bbq3ozls(Rw5HzY)32LGpcRJitL566ZXOw@|qmG!xY|
zV;sA>kY%(#hmG|Rig^N0L4FtXs6EB6HQBx&BwVI+$uDS_t9SRrInfL+IaMO&j@4UR
zj4E|R*Q!Rx^T^MIri#|FGtSa1DI4D?s{3WQrYP+>D{zN%Fiu9w$t-tJC6u@%uUDow
z;PNq6cg-Yi^6TO0q@t0u&61<7$2-eO6f}3qmWDacgi24|l1rI=?cf+aFlvGVsJ?R7
zKv^$K4H_PPND+?7PJWKxg?L$42y8JIpUzul%YjyV&W^kXwqXT*xJr9MM><V?<;VC4
zoS7Iywcb&b?yXFI0ll3Y1bK}1rD<XyD$A^ihUQ|8xE>g2ERH!R+taF-w?H1C$|;`v
zNsjuB-JDrqx2wEyj$oH-Z<|;zB&XvhH)cL}v`fs!w!vF=L1_-F>^lLN{A9h0rL=x~
z>E~%>P|~nwd-yGwitR=QDmu=Keu7rqSLEk^=;Ay7Qx~5KTksvfOPYPsdZPyVWrT10
zXmjG!izCniuPtZdzN+vJeoGabL4PqIkkpEri8Bsm8<m?>C&H}i8NarY;5-POSf!e~
zx7$;^FEAuhuW><s9zJ)~H(awxl7R_|vuyf|q|6EX_qLLE#kUJ<Ulm%0s?=#X$})M|
z{aSv4;>EhUuh8EztY%qs;^C=(Mjc)ao*GvtS`Ynzfm47s4-ATu{>qg`7?eS@<6M<G
z2gf%gUS*eEn4R-g2)mygs`o9GBx``C{jA<c*@On>W=KAqZC|w}%HSDD@lX?T+>ID)
zekiMrlaMg$KbUwiXWJqFEfsZpzY<;N@B7_%8z+W-@U^Ly7<kMb`M0#oaxd6%DgT@?
zr;b1+-H^X*^ols&szgB;wNvb+5+4uu$GjtsU;;pbzn=Z&V|n`@#Gs52GDX$xM|bFj
zgS2~n7Q`d9txqvt{_4uqMkvW=DmI7LxGsL_qi?-3a5q82|CHMkOP%zQ3Qz9EH2p4N
zhY9f7omvY6Vpgj8COU5wFJNg7ugt>VN7hPL&p^Ffz+#lUh|Jjvi>&je|0+-I(d9OH
z8nGuDc6iZzO$l!M7@1?I1M(l`Lr{p=4a`+jf#Q2I5~+K;ywOW^Z5)t|FXEV?iDx=X
zL_cNI1PJRjKA|i{=>f=g@6jmE+tm2c@ap?+8m0>cw9>g=elR&*$r*8$^OCZ+i=;oD
z07@>Ev1B@Gv^FL>VMz*>^f(3EI(?fr{VStlWjoef$r?I4P552h1EhE>>N$M*?n9o|
zSlc@-y3R}jR%E~5-ouE9xXft}c5~QDMn-`_L`YwdYNi(uM-fWnQMe0CVfuL-bvHtU
zz$S@hHnx72_V%A>8I^`ZpTiT+P57baVt-bBWhf)20CLk6;S=kpBNsfZQ2V6E@L(*o
zPL-B7PWM0~lj>wne>>wr;EVx9%uCXDnO=j%#`S*}#KftX>-|0y?8K>oove~@q%veU
zIyy?azA5?eL6Qf*OQ;mePWdy9LwfbtaniYV6$WSVjQ8A+!txqd%E(RxobMb*J;|`!
zR{52P8<{jZNyPD9ra}Ta@*q&=Zm*`?N#ZVq1XB`o((WS^En7Vtn8{qX+8U<cwtP}?
zj$Ko=AWOko`<qz52E?ZF5xOK1<+HRrb}cGQ0hcw8V~3QHm2y`LK4p4*txK<h{1<}C
z8l#9z<$}C~q%m!m3Jvl2S#q|umJ9WbJ_*BH5a1(l!Kj&oFg<jLw+6)^C^=ivVoh}Z
z*xHIBw-8?JP!Vf6vXmKv^8jNj&4^Wc$iw3)2VTg6L{2#Cig8OJDs6k~FsoyRn518o
zD}5|mEqf99%R$GSIMg6f0i=zfO!FV08Qzy^Nc`7dJIkD&Bk}*VvuFsoDMYXK8gGN@
zK5<M(mlVrVEqAxWF%hD>uS<e9^cS=7y;VT>3o}OEyJFdP+k3kaK*8`#jJVw+q<1i}
z50Hd&Fr-#kcoLWYx$Q~<CfIE%Q6Byw62<5X+!X(HV^s&}4z}a@tI+FUgNSi$6XdYV
z1q+fPClz?_Q7Sfs$V2v)&>^(~Y5{R0J3SPfgRB|!RbqbK8C!Ez%A^T2k;;Vhkgqm2
zobggj%NYwlDohX^%aLAH57~Vc>uZR`Gx6fsj+EDysg9yu>Xpf!9IRwz*F$Zjxbi9`
z_xXSj39Lj&uZWHlYB2HI3!8@K&iR*#%w!Cu&5(a6Bq;1ZG)A)Vhi~b5CSU$sh@0X%
zI*YnqbpQ6HjKpSr>5C3Zh!{#d8=u{gH*9JOlHV$=t-7K=0Wv%tnSZoxmG!cE3HA2%
z+q|SX6P+_fm@oj%o`^gC!;}P&zO7by0U|BtGUAXsciMkn39Njqm_PAv_Bp7!%<Wk1
zxY~IAQYjplk!{oF`Mu{(QY3nUIQoEo7kaz(%flg=?Frdffewtf`ZjW5+a(TYqmSBQ
zJ)chm4~88xJpf&v5GI(^huGsAdMg~%yToq2_=9cymraO1$%dMZa%3YBSsMx+?*!*4
zC}CM4E)Kr0TULDhKxXez>KmjZ8*`>&G6!>NQ0Hr}9(=qnuyDN*!}B*~=e!;~0k8K|
zTW2XC<Tk%zSrlzheLiHnEN3}lJ(ZZk!6nd2u#mfq2G!Nl9$?ZkU)s6h8Aw{rX<8u5
zc|C}2AO=5dg?55l;~4O2t7}~>9U9E+A5llOve8@X^-PHH&QZFp)3$YWE>Pas1yWO-
zy7SW5QsvGd2+3YJ|HNgbkOMiwA2iykDb}+RUhXR_o>~HJ@L`LtGx&H-ATt@Ws(E0l
z8wL)VRpZZ+iCJVx>bL8@^Rm3W8F@n#vz{I{klV%X2u%sCSv1h7#1p(#Wke3nH#WV&
z2ykwqPudhP{c12_gJ}7_F*h-KlvZ;>eIj*Km8(VUlT5RRAX!c%`jK<krx137Vqvv-
z*%6kaI9e)ai^ggXfItG&HK({sU(T$SLNEpn6Rc}8As=9p)FH|=1psx8Bp@ne_EQe%
zT>o6iK`*~4*kz)s1uR>eJ|u1vOcQ|GMDSvPca`(SI3e_EeP>k9vLBYU=6z|+iDP<m
z=M*HGsxD2g`i_BouqF}>_U}0EEwv?=JqG>1+_#-_f7iCWczugcd1G#Hp>IodE35lt
zE(&~_KWW0@`<DH~ta~c|uRs3(m01`6PmdJSD@eM|U+>yKrvZ!ETYvC7dgpe$pVZ@T
zyY2`u!Sh?00{d&8&n2WQcQbvW%mBeL8uOP+_%Xh6ArWJzZ}UwFSJ(xU84lqwz%^rn
zMT8&jT5g10?>rm@t8db^erGn|M0{gXq;OIKmcWbjeEsJ`K$BxG1oTM#CEo#zv_Bf1
zw}28)KJ@Y*%I$2;52+)zyp$&vq<1|NB%Z$+obV*<>!Y5-g!Huo+p}$(r}Uko#!Sk8
z@QlyO=BAD$O=$Ht?RWT(ibIkx48v;h<|AESDnFgJ1Q#4|x?G{=3glDZP~8hK2B3(*
z1(c)lV(NXA4yz%K0=>U!QAuci`xaO<0?Tq^t(*Hm7w>?^;G3CSEht{c)yJO+%0y2e
zR)74Tq%}lCElFg*>!}|I<*|0A(ON^>)8688rHBg1i)<;rxDT$jI0=&)%Qg<DF-6E<
zF{+mQbm3OSS{;>=dJ|xEtYMd3@ou_l2?YYh#;}!wfxic&Dz+?`q%IiGsZsrt=|yHp
zT4-h<+p+`-!;*4U)cdN-aHyVWWS%B!_3LwNs-#ZcF9NidsLBuu=qU=^NDFU?Ges)(
z%lWvstLdSlhKj*>)eyX3m9M$wM6}$=MT!~80A46rNXtgVDPG(C!3F@h;<OWxaqM^B
zrWf{js#!6kuUn=0K_jAFGOcWO|0Tk~HS{@S^}8Ek`fT94{r1T(8VJ(C^2Y__+-8TG
zKH;=8D%^^;SP3ex&x#qA;|7}dv><%%gcT~1tc+TGF!1;GkLte_N7+jun%ks(tDjA%
zt_+?RMXDcZeI*UD$T@nSD{yEVMI^}(TdK1naM$qGT#8nHCMkE#!$wEz@_oY-e#B!F
zhapJv<vezNx1C<|upfaqdiBy$*;tlaVZBoeBuK-0upUxW;c5^q31s!;)Y5{F*fDod
z{>f^ns3|c#x{Bzwg~Hd0q4X7j*un}B{EqJx@8?gQoL%eljmWhuDDF5(q3n$D9IW`c
z7}Bker;+`6-vtHE&WMV{V(1zI%V_zr#-||YQk&*93hqQoW)8joy=n(OQPRlABq|e)
zj>Lk?YI`)Pm^E>8F5ID|a>LlB8*`K^%DADv>-aPTM_8JYfGhV-zCINRR(x47f;RCd
z0})OH#0d5uro$=UfpQO#>J7YA0Z(8UQW`Bn<kTQIpP`G0f!KW}yHgrZ0wF?IK1?R#
zlulKwxp}NHwJYVD6#(|jVJehySH4Co_(oqcE2goenBB1~rHS@56@Dg4r#Q>y$_0ws
zx}u=^RdZEX>fVB?Zcl-_FEahzn7K-fpl%uAE^v9d)xdE2eI+4my@e#~h6YG7B_6ih
zIM6aDqy?Kye7$jF7E@S|PHAD6AZFbPy6A1nY8YVIjKF1SuKH9KTf_9p8;zsy*I*H~
z#MybJAu?TiE=++UP7)Qn!8^`o>E)(n>%?4nGW%VrSD{ha9Pakh6srPLYZ1qX*cBD}
zvNT9E@pV8{wHTXCRXBqA@Opf5lYcYdm|TX24>+?kYhGZPZqh6;$$HEUgWB0!At(r@
z(-OkisR=k7lxl{uB|;LAZfN{#L)*#pdw#lE^T=W+dfqOs@Og~+*zF2M>41J9JHf;T
zTZU{KkUib)+ER42eCs!y@g6gw0!bo;7A;qjP{D{&hv$BUW3j!y%O=ttazueDC>s)a
zL6i@*n8!+&R=QW=56e<57cZ5+Mplse4Nt!f-1}Ln2AcBGSy+S3O;9z58Yf_{T5X7G
z8shBKh=CVF`{}-((SDTJM-X4dB6)M)GS=oxeSikXxjN@}sIpQ<R0U=EVC_WJg=@ME
zB7yeK3#I;IkOF4ZvTSyZG&RT<zN(kU#;gRA_rRT-VpO$yqZS#QRX^4Dd}^g$W`Kvi
z{wreJjcFty5tFWNO2rH&O&7n)*~Fh|(Y>H-QArc;mw(8#a?m{dv=XXjRsXB+&FTb3
zA9mD!hXWtrZvz8)i8^_jxX>9+m!lhY2fxHljo3L{N$=x&VnXG-gEt_w!VyrB%%ai6
z;2isup&qzZ5EY6c>X%s$QN1F7$F~X`R)bLb!}nf{K7|kOTvfo`_K7Q&21_bl?iVQl
z%5_U3r--T1*clWv#SB1qkO4zx9DI}RFfkhuB0gC&q^`fUOc9_iCUZM5fzn_z=Zt_Z
zLFBf{EPQ^jY<z@C!4;JQZ#;OqPktJxhMzora?g*Ir@=gX&D%P^DNJogz#DE%ih!~u
zm7L^@z|n(%a^@vw<f8<|NpyWBPab5^>rB=aqAy<Ez~_--2UGAChQ86BhbSo4F$CQd
zQhzY)*B2e+K@>_62Po*=*s_}5AJa$WVn;u=oeui!FX7p$`$89QDHZDwPzpmW#-UJX
z*Fh-j_Ha&t5dGhW;<5GZ$)S2;lp8mQZB(`(!Bd1;ZttI0wBKZ0<hP*%F0}a$eR;}R
z4g>`X80pRBdJCz!*CC$DY5m|P+IbqvW@)`x^-`|TY2$EJ@n6!;0<RGq3j0*qr`F`c
z&TV{Q+&1sTswPUN2)>E(YzlKpw9>fq<iT3_DiG5zH{Ax)mrKJnJ5u)GhBL(}Ma&xw
zm*?jR3akqpp)!kL({v_Y;JrND0bP{g^Lffx!Bb~8be*B#+4|bE@b>dpJ<@<q!N*=k
zz(5lH-DkD;a>-F#S7J0?Y5+}WLm@kM<QGz(Nz?RUyrQ(zs}hJW!L;$~i?Ri-AQT#J
zwY{Xqb;NCrafC=CF;s`lLQd!mn0W#2Ll7Smn_0k(on-NMn6et9!pcQGPfk1XR%F1y
z^M#wJpPY&zNIt*^YqTf1KKO&N`!%&)h{2^rRpfYgC{}f}#W%7+GI2?xBFLYU7D`5T
z0Wx1~XxZk7=6~TNu|V?;L5yQZ^daH5Sg}sDtu`Qxs(N;1#0yjFQrUWA$an^;6Lb=M
zT>SmF)S{f_r2%$^Dj2qfMLK6>|3V>j?H;S4Os+cb4!A{=TY+VzOSPfecY?V9{}dw-
z%Qaya`pnNc*z)Ezo7FOZY*rn#2lhfEmhuY~#bXtFv0{%y>s&9&zv8GhFkY0}*Q94Q
zSv|sU%Yc-`hfJsBC#DCtaPb=dZ&x{8K$o7ZWBc9qnIk!MeaE%fi9xpegG}mD1F0V(
z%=S>qsu;knU^`8L6yMrPoq`~uA=xk`{fW5;HZGj_RyvPg74eERE>Ib?D_*py2HzXK
zRV6Mp4<ZikwV+2pL8>}~v1PE-lkJj(97uLiO_cd?6&83O&S2MRKl#z2pSK}a`!1Dd
zJKTXhyr#bv<VF-=?Apw#<mh)<=fc+*1&hC&vqYENC3h>28kNmVrIdO}p<8n5O0QoQ
z{G7lYgeKByGIJO-tLg!;Ty2+bpF1b@#FuMvGN(04=6OEHMLHsKhra1sY$9vb1Nf-n
zwPcinL`lK1>y}1X3#3;6Od(b`MtS5(YgEzGUmkyK6ze&9BUW$%X|gSk4h$wADXj3K
z9jT`eYvcQ0abfI>3#KzW23<PjRrNy9pJPQD_bd@gaZDLn;&^#rKuHH(^N3rQEps~w
z2OW_ejJX6fnFQ3Tk)>_h0$hZg)p#UrQh{Wu&9qo6Gcrm|KhWCfki&ZZ)(b}^{W_3z
zwi0cl>PO9o2;`U87>gtPCZ~_b4~88xZ8zReXhkCpByUCT51#Z$(a^hvOo;bVli}iw
z&<4cVD@+1rDne7X1qpjuj4&$lMYX^e+O(=ySRbp<;gHVGQwBo3{K1H&#y`>nTgj+Y
zuQk!n!XdCRl{T4Y$vFAIAR`*IkRUO4v@ZEI))_eDH{O)JGBClTXxPgfi-Ntjpk3@;
zb|77;&o@)4MlynHK9)H6D-MsROc9q$9oL@Ju^=I0J*WTT@SF}292}_o&;I8qr)tsq
zTC7dXFNSA!|HHgH4i-$mPp;<HBsnJo^#|j({o~7((D?;@7M@rJ-`dv5U?niASBSd8
zVGZv^fRBP@OMvaVumhddN!QjyS|W%lRR9bRf+&)z)R}2A%q6)VdT)WhYU>t^H2$|#
zrc32*7w%Y{dBssgmH7Z507}|{oOwO<YMJk+Ilm#e13az_p_@Ia1B5Z{$fSK;FtemT
zG9Q~}W@&TAMvQFxGVosH;Z~wS;Klq+k}!`xd(!<zJou^ngZmu*_(^P6ZK-mE6gWA0
z6OZW&#x7Nc%pur+ZsPG$i_{T=)UdRL$L6NkWilQuf?tb7!>8FKxX_LPdf{DhE-M2u
z1`ho5j@39l;d+ss9IuHH3#e12a8JUW57W2#xu#-mF<NigRe-eEb~N;P$#w7mL<txw
zUgarJ>i&3I2&5Vx=ypvWEPh!E{#{2FxEFY?;gks53o6Btk3G6#Dq6SIMp+(I@3vk>
z|7yE1lC-SmOrLXbE6XaCNi~jpfk*Y%N>$jsCb(*dvR-3je4y{sxYnfbHAy$v&;v$O
z5waY}OQP=hr`Lczpb76!YcS|9yG6@u@;4GdYcQw3doa)%{O9G5g#!9dYw*U4YoU9j
z!w&Z4FM&G#o`z%zq=Wq5c+~xTzBl6)z0?)o{k4RCHN?RAqPE$pEohlU<D3B+HR;iR
z@z7rkSc>@FtXi`CK8}*P&bV+tdAu=EP0E*p84vTfHOi=|9m)IzDBMbEDgLonGGKt`
z4L+i-tqc9PW$*U3l*qzgS>aWGk^ahBiA@mZ7iX?6|6hUxEE1ad0bx+RC0D$^uhO5H
zWTWBRlnQzI&F7{dQmq6PoVU7+ESwXbm4@hoXb{$mFTvfZFvKL$-cAm7dyv;ZCd4=G
z299dy{cAn2o~-j_(+jgXsO_2sIn(uv2Ply~$Tj`B|4&Z}&njS6eIJfmJWiUM?K;}d
zwpe}n?-g!C{7#2GOzxH)MV<`aOb-g5FV(zSz$A^{Ke$xInX#w7(Qgdvoekx!UK0=`
zI;1#q(EmK)r)v3TLj2Qqg+xKC4T1vP_HQrIyBWXqnauhd-LTK`Ep{XHU)mT@qv{el
z6Kzy(Of(C|o}v@_{=t_0Ezk+?%@4(UTTtn?V`0WM<FNO+k^GH}4T|#%$wt#|Dpc1O
zD|PFw#w#I{ub<sHck_LyCZ10j(!D&(nY+n4r@~HC@$5K%u9QvcY=Gw8aC1~ls7=sz
z=)>ELr#NVJ7nz3^C?CIi>hJy8$p22Vy~Q*9&s~pb_9>iqZCc=~lC21=sK)^&wUM$;
zOxckJe#Tany7{s?v7ZphSMHs&U&9L}5uIj6z_Rvq^ZV0z`m-CKo4m@fz(+j!EluGZ
zx-amU_rg#oWIM{u{XN<v6rLW2@Tn6gM!miK^}6s^;OY$0n0<pjJt=EllCYc7Jsd>Z
zr@CLdbtB&4&JrTv6*GofQM{diRzF-Y>UY5nJ!=1t4~LK&#wcj@qQ=wAFz1$Ww5uFO
zuh>|zB6}CRFWfqybuGQ|^CD|+XSiret#jtH9g~-jk}xbgU1_{lRTG(YIis$ArfvR8
zuWWerq01B5ii&QlTtyfdOaH5Xe2#pQD)qTJzoAAHgTdUbvbfZhf>UkAw;ll-W}B?3
zN$-R>T37G+>MODONa4519Z#IEcAq(~u2xnCHK((`!ZFdRq3U`?e5{t5$!fNE=V7Ja
zaL%rz+;+e|Ym<@t>wH_6j13>$;kf~jTpyME7-WGO2lls8ZdocOukE(I9~vXRm&irJ
zGY05fi%nP9C5?VLgX|TWO+(ntB2b^J4q9#3(y>K#Q&aOA0~BgBPjw;Xb5~?_b#-fm
z4e`F}j>|2|1agZtvc||ZK2h5$Wr_013RJJ$+lG~}Q~UqeH|Xc-12z;$l6x1?_J7Q8
zJvMJD*Jb5hjYBNweH$LUDQYjUE2do1NgL#6)YwER9VeS$2G`DAJT@VCk<^_khwwHf
z#-MdlnRdf$y*Ls6B{=FW-@h9+03FHqW`H0o<(M3@Xs=l__E|PG5C4MhqJ|vU3C4vE
z<+2O=C{)U0EhME<V*S~E_DW27*|LO=HlTRmG0$E4Zcvx%qrXM%^p|j4#vfwSC3Z*X
zu+x?I=Y`T+nr8MwAN?slE`As#Pt<O<4STsNJ5pX$Y!iFRu;}Wzwgr7v@Hl0X*Wh!!
z2C~VP52564gJw!*pqQI_qa<`Fxg5f+WI2Ny*=6%X!T7S|&Mw}Y_ljwk^Vn714Oc7l
zFczgf7IicV#?We838;Kfa%(*d+}w*Ng!320KUo%#Nm3_orl&vfcoFz#Jn#+)_orv3
znix@$se_$>uNT&QsVTUNy`Nq`y0P|FA`k7RBy~BWYAHuO5LOlgl2jMz*=rz5y7PI<
zAp^XwX0@EZ4+Lj=-TfCg2eD4NrIDy?=Q|>pVEWfE&4?(L!mZB+LnqYK(5Jj*R|RPX
zH~m&gR75zfk)1{x-%C=?i#2R`1E=C8`;`!D#0k*pJ22>{cJXd%)r0}^i+%`8poZ?9
z!Fzic8t9Apjwe9f_U4Jc3eQYVneO0VlKf|5of#>i1bTH98&rZD%Nx0#(kYB20cj(<
zivnz4AQnn`@mu}1$K2eUNA+gjXkG`!-Zuk<ceiYJn*j)4aP&f!5ENqO6c6ad$O2Xx
zGZd*4*wf(L&-2>B34B1^(tZj;<mSqh?CyY_xjc+--jTh1|Gq+~o>ycl^Vm{J0w1!E
zGW7(pwnvqTd_j#h|7l&41;q+EVYe<->O?`kQ@tr8BaJ5zb(z))kW|PG4l5XqO)S1=
zy+M8t58ww6hfjdd;S{qX6kr3VIZ4DrTn8A2s5yg-NC#|>7@c9E@H3>16d1=giki2n
zkx@oz4|HZmOA21|Bz4B>ue9Kg0F0F!M@8&7eiv4UrcKi0q&^<OR}6&T7EDcA4CG-{
zY|%3AZ4SWM4ej0>KVGIk*DkDgcFcWCk$<?)lBmZ5o66p@%Q#3;#Fc&Ef7|Tv1xNL{
zt330>u(DZ$E<Nu9l%v|mkWv^gMR@Wxdg67ysC7Z$D^9IqcUA*55u<mQphgz*Ve%*5
zG=$#ru&ztaJ0tEnew;2MjchGR=`c?C(?mZRww#9q8j%5-OgS1Ep+mY<si?h$yxu#y
z%EGuENO!TZMI6_PIz7pca@`gJ!kurLb^e~9>U~i5e@;*p%|M78lHjjBnPA>07*vRi
zrr%WIB8~_+B#|+4asr{_P4f&}$Q|vL2{MO*f90u9(A0dW#F&BVp$Qdazg0#2kx(By
zcyuypwh?o*l}4<zpcZFV+J(Z3h$6A;{hX@6^&3a!`EkYde#W?0GA<MS-5v_vaueRo
zH|pc-i%b4~?|S)ox?XT9LL%3ZWAyc2*2;MAxUFWzl-CT?xCM$ycmvl9>(gf(Bj=|)
zKW7VG%0ImdYL;e|hymlsVYc53W66IeoQ7v!qFx$ym%dEi^KW}4nyhF3<liP<mSl8p
zGC~TM)O%-#(G!hf&n^p}m$?X;*9BR5b$qZMZkn?-4aJH2V`h*OU5YwBBvxW{ua)Hs
z{2~m2byWrYu364mgqF?wb0F|$v{Z-^H+kaI?*otK8-t29$PagOrh77eZGHzm<S#93
zlt4{7j=azk#7aJ_k`U^csDn`TFT-4YlGk|c^Nt3wW4+a#{+(df@aPhHHO_DmC_+4r
zEIR(nLAuyF5SN$Ygfi0r(1Vs_a6HJdOnu#C>}foHFkmg)1p4V|F~4uY!FJZV=6ecU
zf0MQ6WJf=|@M)c~MD=71T#@BM+0|;R6$a_oyoVCC<DB1jqkS*9;~x!p6aBa;l_%#X
z75%QwpV_vW2frZ;#l49c`F$V1OI5wzCQdT+W;mv$`Js8$fF1vdgY~&XLGN9u33q{1
z$zHD(ROJE}H;2YGd&Nyg-Sk21iN?7PFcMTi8SV9=`9OVEBG8jb-lCOy!^QH4VjH)7
z{D+qsFe!&<?-AX_en0a%V|i4<U{rGPq!lgY*Xb<!+!WX*AlhKssundn=j<TJ&pzb5
zX#OKf)QE$P-EQqR#r3|%%}c>hMj$`Wbdl?qsk+6HQd2)m($fKC!gEG`**vfEtCoJu
z2ShBG4S_ZF>{pA6Ylr4!a_JM4jE6J+4wpN3ol9N}ZJJ&?2|Ha}^aCDjz|x?^y&3=S
zSyihtZ#LGR)o#zN+azgZX6kkosXO{O%T(@K&R<6Hx&hPKdx0J3{08Fr8l|s7mUDYU
zRO2(wI&MY1UJN-mdKv#ntkUSj#pUaFvAWip!_|sm+SC2}#Lq<jZz8?_Ke|kG_!JE7
zxvttvEOHlBR*cK3dW`?rO(?rKL@A5_S7jCuO{M=F$hJ?|T(GwSJ2%H0nc5fj%u?BY
zpsiszf2Q&Sslax(SvW-)aN@`?H2dG}#_kdjh<}}sd=Zv${!Dcej(E{^2Kk9Z`B6Jv
zY>z1m-~Gg!ba=dt$cz@oeBK~!J^!lxe7&sPp%u+l9n*S!2z}j})Hrc}n0a>)p>>G3
zP}g4OiPX%wK<AxkuLb6WJ&xp)|Ejhg_nE`!9Xims0ZjdkkFcWCEU}+mQXCez!;+Cq
ztza0h*=oeRIgEa(Vi|saW6%t6I3@sxGk^J#H5CyNM*&#u+gftoUCz3M8YAEZIb-%4
zcYH<A&2D!ZyMA9QA5QWv$Ks@-cQLx3zWl+)CD2#ARJG1U9N|+=X*d-1I8?X}?ut9P
zl`(GUHq#Kd%W^UaA`M@bv^^BZ2s)EqF|ft`TgX%@?EHV^yk1A@>)SWHtBX6M1A?ad
z#%k+|NN!+<%enJ`@EsbPMT3H^<~0utcbUA_I3N%F?&SAF-pHDVQ!P|&uY36$qHDs`
z${f4zjj;#jYJ9>)DgG*C3H@%2!aUk;iXhi0++2)zfvLU?fsj%X1z*MF-ms&h03xge
zs9#B#0Td)sY_P+Hyr-GPNg4?m;RZi66JI-zwx=P`kwoxn#$T2~3CBvpCnWL-h<&|L
zqP^q|B_*hPEffOxi)%P5bOS|SE3_S+AXztsFY~jV2r43~Il>f;b&$fBN?S`F2-AN?
zM*X@(ou;2;NHdTl*K4#-0;tUY9tz7WYuAyN@CiF12QQUw52i6o4);ou?6tDAml5BX
zCO;3<%xLO}wjo{qqI{n@a}|2U<bF+Dn76jCG8+;oPis@2EWi?Jpgf`f)T)h1_xVqR
z`rT+q$A`Oz6-Np}`9$Omry}FPNDdutn<14}!NYl|a7Ts!M7nGXTmfa7sKd!iRq9wC
zw*^{gREc~!UdqJRA7n3Yd~c42lh>GOHem~XhV-y-jku@MzaIV4g>s_7jCR1Pek(zV
zkA!{YOSyrW7+eV41&R<$AhR4J`O?lNMa^C_kA-=Sv0Z{Ai{)4t3j?2rI`MIiV;iFo
z)#`l$#25?)a1C`YZbDg;H%G*5))(=n)a3F%?&}P{=ewIVzctvOjv4pE1HT(-UrK>-
zs>(0jMi5ZuXa877%Ec`4xSe|Wwl)zha_skmb+frub0Al(bdB!qKYO|;ep)bR%x&z6
z)eD1@{e4NeA<Cu*+Rw@*$;&3F;*eVTq@rq=!&A0O&zvMSj{>A)JkHBhG(SEaTQ|h@
zQVjl}njX>C4tC|KHYUWnPQH8xW~61&adx?O5Eyso?*_~!>7OVqCn9VC|3G7_P`JM?
znI1|aYLhSY{$LIID%ytF9THD24n-9<3nEI8wX@%MqCCN&f>n8<_reH2noOnN)=<z-
zxRRH@iw~0oQ}K$q`7EFr6JS4N$!J7L$CGAErcios0VZn&njmOVnW>NeC4fn$W&sh!
z<jS2o0bnLn*T)WN;WPy$b-^R{o#hKyFa=`C<wg{8Eb<KfwI!#$GywtkQ_HZLbV@i*
zrjFz=YOfAHp(+HcPf=c-bNpO8hy+|~KxmTt-NTwaC8`kAS)E%=kFJYk$?3J*a?_-A
zZO#-%ZJgM1tTnR}kJi5>CJoVpb}KlWT3so#v~~qWr`66MQKb2Rdc2%TyzE5RY%0V^
z!j6lT18lnAM$<4&!HNQ<YRg=(R+sN-lI7?pE+C>z^~u;&``b9zKSxH<meJ30|90`l
ztUu&z_4zYoKc1&_*zvGmDSQ0a_|`(RnmwB`h?<5!tpc@gJrX<pJz?Te#f)|%b7<4)
zv0R$|#3H37JIC#_BSvbT8kusZ4PqmOWyu*eSAOZj2`W1hMS?cfZBy4}2r9=1GI)GX
z#+CJ-p}dzugj!YUvBJM)cNLA4wrJMXiy6aK8Kx7?lzu7{{u)BB>ycnaP-ehs&%LK!
zkIapNPQWo5_N;_4QbLJ<7lj3(P)RI=BWFuzta>tES%X!_x|#>OjqrH~0WfQe20Biw
zzELby6OvP}y0IRjr!fR%pO7nB%Y1t#%^Vh5OHV+3Ks#@Es4wO;NoBOtx+hAq)Ur}f
z`Ns`c!1A{$?tL-F8{>yeU-eY?%KHYXZdqjbd;8PvTQWA~_RBv-yrBG}`GOKgvzu{I
zO=ow4z+prbdvegUXTp+E099KpNRt2a@<xQ&)KN;ph7&<}v*BCXX>1OEXQ&=D!q1_L
zm&<gk{0@a@rtDJ`LM7H$OS*Kd74(2H5U@*^kF4F05SpLvTc!3^$c1=9N84L1XNf|U
ziF2T$^VqPJdG1~k553`gRz+4IG`9y}cD5YPPZM}Nn<Q0T<o6%fK6;olvZd836U)yx
zfAapC($=u7*ai1`oNaoVd4}GgFkeg82<NIX3N8<K*H+)#a%J67v1aSIn1GNTcF+$n
zmV702#CD?se-ry)q|}!<FwbGPW0D*ECW%;Hs~fhYlg4eB=L=@p>-!ITQGWyB7hA#(
z0J+ug#fN*^`RMb}3z?s|zPW1IbPVFWd34oOVqyonHpLiL9yQqgr3-ciMrujKYPy__
zOyIgI!Tw}yLau_!M^yyqbJXb%g1RbU-^5CpD0AP%9$IZ$&Ast|e_a)4H#F6Sc~tj4
z|I_NRtFDX;sTOB$oQ3qthvV5dPb(8%4@ZS-$HEs~DSD2-iyk?OMo3o)I)3Th;Tj4A
zzUp{w6QLY~qrXzT13~sC1bJU*)Pu-NP;YsA+`zXI9j2d;Xo+6(EFA1w%GsxMIo*W@
z3w|rhfWj&W$8l9jhV^!i@GvA#E8@vG_g8#}TM8lM6nm1Th*1m9<f%LqCxrxuX|2r2
zW|2Brz|2a3-;UYX!qz%}O#iqte}J*4IGW#@h`~r5;^({Yv+@lL_&CXr%+y1Aj8Ld{
z^L6~~H3T1@`t}S|6zj7cV!vUzr_NCHsBa32?(lio)mcGwh`w6^T)m<sxx#2UGP?9=
z&=4Ncb!-9}At(fh_bSk?8I{_>1y9pk(Kky!?<g?9_+l+5^{?8#w+iox?=s!F>DHfM
zS4jd8;B>JSl@+2us*d<hEdD48s<IbHxd~j%9kJmtICT0To{WsY;C#ztu^hH8R`H^*
zI2<3jZwV70zQ3OY$ECOSntE!rN-lrL4Tb<Pc=tfWC<E2bF(dRodl4~!&4m`GQo?YA
z=&s#70>;}7)>{Fe$E&>;X8Tz0_qtZpK?2L?Xt5oIR`4utCZHZwnaE>G-IJ2)oMUIT
z;j}2f`Bvv)VYE#I*t#u6Y0YSzGayFO+wA!aO`u$N=0XY$U8OZGXwms#q3WZ(!qZu#
zr{CG0RIi5jdi~W`KuyCI(WRbDfeuFgn+vAR6+Ir)3@9>&w4#;$>&2u;2Lp_0M3(?G
z8ASV+nT`wnzDV8x{<Y5S+w_0fx@S`U*^R*HgGgPW`w{3yU<5GrzvNaJm|#-SnvnO?
zZP(hv*g+j2w|Wc6t)l<Pt!z&Y<Js20fUS1(4Lxtz1(n(Mfn(3z%kQk-EYGj`4!8^X
z9c_<7kI#+xi5O~_J75H;Qy3k93rCM0X$|YHSq`FP|NdqSC7~|9t1E91w(@?qJz2eR
zs{qp9_Lbo?lvf{vD)ha!sE7&*XTQ5oXjYfcakXSJ4}X^7&ZM8a+UTs3LXk;*%-h;J
z=ASixKc0{fg*>H$vn3vV<Z(Yt)G~++ezCjkt)b70FHg-Zk6E<XGS<wK?AS(dZB!K=
zTpvm*Oc`uYI`)%`-Zr$*s<S0#_IeS0ySM?YJHdPGKbz)3yUPQ5gyXnCx59+-mNKH?
z!(q*Qg<&StQr*YZ2hAH|=atJ}Cw>fx-g}EJzDdX$@w_4**061tTzc(&P$nOpWrpVv
z4%>+}(ig8Q8!|i?#J-S5WDm54i>U8ZMUXdaM!DLrmTkoRhO2ES5z{G6w0M(H%tMQv
zt+jWO4IU>RBlJR>56TFKv?PmZMsXpD;+!iaa9&>0vq-9`Dygz|{ONT#{DZD%1fK=C
zuz%3@)>RhF)m*kWy`77kUoErzR8T1LrulR!_%rej8tP4o1M_;Gs3YBkj3IYZb|Ym@
zVdynWX%udGR)*#!CkkXPt4Zge?iAwy^l7AK2)|VgQ3%e3RLNYje0rJH=&u)N2VM;2
zM4QQ|@_tY{t7Fycg`anUe=?DPzGj7YvvNiTZ4aNm`W=NK`>8;rcuE#=8#gGDB7C=@
zFWgj^<r0h>mwI?|?>%B(+D`PIIv^@Cx6R-NqVTY0R&`^s;wnZj6`7HKqx2nKH9AxT
zV^M3HSr1@kYq2-N*eLQbD_6{pT~sCaos5t>Rt^RuaPCa;nSSbAORtA4S`+B2b!?0^
z)wJL{`z9C`eRpQKN?s1j-JS|^gX7$lZ_`Dh+>%cE{2rMhoD&={T3>8P$DXi&SGS+M
zQd(2{<rb&H;(*orP2R0qn*%;^c(Z~Kh=L;ldn!=ZJ3D-6>)q|<?!=KU#%|xca_=<u
zoFoUQBw3x)F5lEU?-jBz2?e#mS&+^BU0G@GUGK>@-uVxjD6ES3Lt6IDR98PN`-B~2
zMI*kb)Y_cOl@{Ndu?FwWO&DoG3b)Y+vag3Mu0m7u>g1+S`^a$w@L<&nUJU4EGF;i}
z)M!v=5xyzG!S#T#@?P<+o}Dj8iWR<aT=?sj-ToipA|+id1S|eX-}-nxgTq-1YAD22
z(+s*mRtkHV0nXCeu%~%BO0u(Medz|hw1xe=KC08Yft{!64=ZVFN62tq&&S$vNJlqm
zLlBv79w_4cGiiy)+4x7G>J;zWo>gL(3m>a;*uRiC(7Tl7qiFviWFKLZf+a{YcIHD<
zGDH||L}iTO9sbgJJe96GN+0shDaUm6X=!UySD`1&j*eWtGi{xjJTlTdt}$fq?J#Zc
zn|hsM2Yedox`?F0xDT`l_Uw6{3EqU)a*m3${||F-6;{W;b_pi9dvMp_5Zv9J0Kwfg
zc#t5$9fG^NyGw9)cPF^Jb&>qPb576GU-!)1%v|lOJfwbAyY{=*yM%6A4qgpG#BJng
zyByxzniqRu)+OLjuo}}Iwe@H%kTnrIbIy>RXZLn*sa1WN7qH4DBaQ5Q*>u;(j364T
zc=pdy6S^{c!AJRF9la;@7RS_f9%j>W-iyO(*#3R*aqVto>F=3Oqo?Czd2dKI7n8TH
z658^&!ayJqS(M@%k*n91S{Nmvidblwnp=DC&unZB7aV(h@d@g|D*T~Fs8_ULlgC<-
zpcMX?keKVw--cjx0nY;qDnr<%(o_g#Lb!0`Gy_-jB3jx96^b&c+xOe4_ETJRiYob}
zSy-Pg%T8eQlH4$y40*Oepu%#dG!BzqQbrVJf$iP>P||AIo&pcA4o+={uDpG;LLkcm
zp5oF9IW_irs2Sx(uSuYK_hA^kMqQZtwfXyU`T>dBh>b2qqd?_ruShO+yny?JdI!o@
z;l8KcL%CoJMp|&JUeZ2>!`hI@h<9<k&C1IO_D`%5ZF~l$a&jcqp<gRM>436iI~*bt
z_(A^cvFtZXz#ZX#3cgW)+CKgURztI(pJ7QO8^Mk>R`YGcsfI)<B>*{TEV}!inSGRQ
zjA2C|?W)Hji#?fJ2LwpxiI%Hd`jHXje?#y*7;Bv0SFXbx&acbsFy!ouC<v+0lj_&e
zQLaUwzgeluY-nz$i2a5*EZ?arBPC$pLC>ZeYzyi_$j+miY9bg~1nxr`P3T4j6|g+n
zoJss*s{rrO{FO<(>ApBq{A0+Ap#ziHA9@*X_!B6I0VxI+Hrq6={gf=%p|O;f1i@@=
zXk!KTEyqHQYYiU)5G19X79lf|F_k>`XrR9M+3eROP9Rye<6{|hw2XIN&7m5EX$P}|
z$#XCl1U0I9k)aw9NkWLT{eX>dUrW2KvSx^RwXBnRU^(JX*>DXh^WnMU%Z=j>VDDh@
zz3DpClSIjSlDjZY(6wEUwn9{p;s>SZIfli3#@rz+xtc>T(IOYF7ViSGX?)@15;=H+
znmCAon7Q{@Hq7V2%g{3dv9!u<fvX;7(9h7UDfG<VF56LJ+V1B)5)C{KkB}bE^gJHV
zM?G@_y4Fq4kDZX21}N%K(oC=idvJQ<qd)x53V$Pc|5`r`n*sCA<Ov?-r%E0%{IuZS
zrmB*;P%F)UZms)DXH|MU2O4Z|(6!HkQ3&a7z^^-xkNMI$JXpcQ(Cwm|;YDRY4y&pw
zxGtU|r7Y8YPAJrd)jRC1zUY@5_({OPT_U=pdtK}hB>Pzb2{Vtv#m~X=J%~5flA`If
z9V-^hc$P*EJ2MuW`OL7sU>kC<an(Y>SjE%0hw*&Tg+SXN2ZDXkBNh7uBj4@C^QO9L
zmz!3rHnmB$i;Rt^nfci2xALWuxr+r$<t~);^?Bpm3Y!wMqBwj7qkjJt7N*DmC9SS1
zGX@P2j7++&6w`8^Aon`Lj45}qAcVMJ00c9D1d}a?Izdv7Rk!$W^;gT1zqgq-POjK+
z7l4M7CE~dpW}1>CI<|g&DL$^B%8hSJ`uKgjj)GtJ<lCmn*#?GS-#crp^C83AJlY1;
zh%UI8g~<iiU_NLZpHXguUKA7qjA4Ya8z}=wN5T#{s~WRu|JmIlp0S&Y;A&9xHUTN|
z&@d!#MhKAVPoW){#Uhvom9syVbvydBv=6g9G75VoBO8O}`WJxnl$6p^l2g^{AgMA(
z<%$!qaS=@L(xsYgo*(5$SaJ@4hQlDvws!B)E65$mTEj4e6$6V(hA7l#!IFtH`yTkk
z9}}Za`rWuT-guG*d~!noEF;Mn`*2@NuGBsm@be$xNe9feF?G$l0k9LYv8?B=3*@V;
z+CXQ{Q(dv(d?*wB$fwpXEuyJ)X<QN@`&vF*5$d`f^RZ#1G?tw6PUv-9_NAyU!8ddT
zVHg#dsWPfh1Lhczl4|8O%z`MGu$ZvzKp_ZNB=E#KR_#;0m^VxL{M@mCV{NrXh91sg
zA;HN(bl>-(uU~ypxHpoI=WAi{7^=UZZ*u}8@F047<<gRPl&kqFlJ7YPwThX_78#)0
z5Q>XJuy5&-1bW-D*L*>zXiveBt|aMWrNNXA_<Uoz6&w+Ua1|KE(~SVXKf?~c)h$hq
zgjpFBZ)KsE?7d{W6`IS0batPhEM{oBJkAPHUx_%SD0fC}?!^@udanRFodc5`*ppeg
zj>A6TOJ#6kdGZ0x5yy)1Civ13!qDOq*3o+wi=G<-b7LZ~0tTTdo&Z!FI9~$>iVT%s
zLE(kmkMC`1OEzlJ5*VFj>+aJfXDui%bE#e$Z0o>xd0W1S_BX59$8)W^Rv9N#U7MQ3
z+rpIVgjKUp_0S>^2mKkXN(mnjd}b0?BI|_$GD9hIGmXPM5Ct~5!NybY0Ywkw1?Gk2
z63cr(l9&*gG<qQ50J-VW`f*%p<PA=Y{zSYP(XTRdo|m=2^{NY4KVw`DJXLe?N>lIO
zm(E=$f%x^&xNEzDZG72{>GNWyI0>y^0B^8Lgp(c?<VSu5uRTouW3080gYr*9=YOG3
zkVU49!Ib+Ap0GuwLw^C!CbhoqaZo7e=7KBJ6FTw~6<${BEZT*~36yxs9>V@S9NDOW
zUSe}T{GODw?n&D<qQ^|b8|qrFY{kT?3mIPQRIx_WiHmzTI_kJT9L>dV5|NV}3;++=
zFgGl~U*9_9Y6AE&{<c%Z11-yq*BkqD`tSJSbFa=^zPYn{d<%A`vuOGhtN!LkIo66J
z{1;9EkWn=tIif`IZv4A|SmeSW;t(K5*+cbm`a$~72kTpE>wEuCLBhHxQ1hI-%a?pM
zSY-g90VGHNKqtW1FZLhCen0xmZ2(&V#(ojNY4J}5hd#(<_F1!7IRW3DTY3A_GEj?=
zD-LG-w+*h=*-0Y7Mmp%y{X8Wmx!VQh)8%#jhI<h7FyiUs@u3X>S<>2_?04Vi-;9k7
zV<;yk3$Mq#{bwlcxn2kUoC3+eP60p@n$1qfGhcLCi8S4A+w$F>@s^Z5InUfLb_v{%
z2dPbZ^{}xuvzZEXwlcER@gd){wOABD2F#|EKx0F?xi$LFh^^`v0_iSCTU$nQucKFo
z(%6e;QR{V<F3!xQ+H*&3b>gV_TwziF1#pbTytHFkCm%K7Td0zYqS(j64?-Ea;2naR
zN~Oe8OoVN2Osm)3k%1zNC+3%!jww05XCRqGR$yz9=k$B=V|au0!^JJ%2g%l}Bdzv9
zaH@gi^rq8b7AvBoDvv9a+p@2}u=P5>7e|Vt9psIgDmifz<H&7#nI-hL2`$W$=cJ#c
zF4<WgN60OHJo*@%t$QdkRUMtV_ZHpr*zPFea)LTl-dMl&)$<F~iAqc7r43%*ob;N^
zlzq)_%>@19IRCyW6{8`6AReyA7B}4Pxrstw=8&6k<B#9jLBcxMbNPu9r(%0o>k5r#
zos>~ae0V;Boy^|)iE?uOWKV{|yR270>O@p^hS9Xs*vH#wRjVw}3A%(o$D<$1@A?P6
zh!K3h^25+h@Lif|UYon0OKUiT1pgW&=Btic$9#PzuS^Xcuqm#j#68S<XzBOCsJTPA
zz77^;d$G{8RJORS-Y1|Ig|sE=vZ0f7pM0b;j_bLtVryX(I@Ts)$qbKA%nkqIzJ-tw
zP51Ru=kAXFG{Iw}dGgvyM9l<EWJGU#+aMQ4uI~olS0mdaQ<%C7%}+VY9%(Dvcz*m$
zbS6-@oQ$&+gi{G&(ldd-h9`tfvBr7Ts*(GCqQsm@VeWv6!(h-eK^2mE`HO~F*dS}i
z%0T9?RH29Dh>h>#iJ~BFgR(2W0-Kh^wk>O-?~A?{>t~HwMP4&M_*z65=c$8$eWxXF
z@&&4#@4{pEK5x2bLc`@VMytfMxy_xn-K)rHrgQ{~`G&u5QT|Fvr#H(!?*kWYZ`GTD
zq@GhehnZ>GGlyqUnch3QK#JPdoU1|x^WCO0e!9!Tg7Np0sP#xK7Av`og&SnI5!Hkv
zson>Em9iB<(8Ol$<RxyQK4S!!gWuvv35u4e1_PO~6*VyZKbjDSc`aJ7!&6&9uS&Gy
zyKrTG<A2@~CDRjDkbgh1r+R<Ue(4Pm&(8t)jgPf`0C!Smm%phHb4N5(+w~FBFei%S
zL=R@@1zl7Gn>s)XZ|Y@4nC<}ivl2;5)RF@Cxj)2ZcK#$GT}|RTI3}{NTL4px94MHi
z-k9rC#+11#`VDq7f)SI|c(g3ICE!dX8%|}N5*?I<wqY_?ha?>Z<&Urr@Sdqm>(HET
zQu;FQ&9ZU?u8s|(;{b$?z)#>&jEUuU-=n+<jDWbhv)C`%mGAG4xz=8LZC24SfSm+#
zX5HOYKNMWN1Z$z~5uT|St>auad*?b%D)aQ6Yl|?qd&qC$LnIh?*qodxJ?T%D2X0cU
zr65-WDlOCIW^M_%r9A>N9U^#K;OK?OPLUTjG5wlw5R>LJ1`LW-zd*pqH7BXAT3ES%
z8TsS&A(Svd2GNeG;If6m+<mB|&l|b<X#ZhK8xh7>A&_2K|1j8R0$-)>>GbK(1M2pr
z{r({u_(pz7o^?j+o4sKb9;r+v&s)y29q;rN5J-?$8|3ve<kZ!&)Kg-yIx_xx$S^E^
zslpxazo=86|KXSgwO<DZB$cNPs&7|*&^4wqu1n_7JT<eN(=9o8C;^EGm6(GoZwKf^
z^l|JJb3|;?Zn(x>(olN;+4<Nmxgjol->Nf3Su({2>`2vxmy>KX-m8NY1=`XSN91&(
zT+__S_31%m3kqyksNP-dj?jTQD7NG4Vg(Laz0hK6#3OS&DRq_}oJrFUS|Vg`+fXtF
zj`%8sAt=odW9e?rUSv%5&`(XhFLfd3Pm?D}n|7)$FBzk%iFRjr;Hh1LoakXE{+UbM
z-E9YM4ZnE(VRnsx?!?Inn0+v8l+_=81HZj|O14)xfFzZUmwNp6c3Z~>meYq>B2$=e
zUy1Qo9lZO`o@rv)NhNJdOV6M6!biI08?TwAnTIjQe+6RY?MyPtzR8e=m2c{K(rS+z
z=2HQLKpu8Q45seJmAq655;Y(SZljM!ULp%#B(C~J`uj|9Ib~WwrTqXQ!>+Fwz`>Yt
zF2k1NY%Yp3TwxXGV+efjG`I@t&Lp})*~8i3mQAaybLad6CGIu?5E0l}FhN&^>OI%z
zUMIKa#<bn>z;^SN+UebqILX6$K!ofS`&5WiSC^KgPEYq>AW1vKu;Iv&)@vkm6P|sK
z=q#b3cM+m2_6Xy--r1PA={6YUDS${3{RI6?%Cs-f$?KL&82zgI>LsDe9c+T9WyC{X
z6P?&Dp*vZF)P^5+nv2?>a;j}AqBS_`0qtne6mDg#x|aD7vtU?pICT58@y|KpaizQ6
zzwFPsTMT#GO)VoVf()=aY3tF?=^62*(iJB8+2Qy_b7<LGT3cCJ{S2fEXEB&-s<rFR
zWt37Tid@=9X^O!#5pgS>*lGRnUPifb)yo9>QO{ISh>5(CKHQ4`B64B|YNrsfL$oK&
zJgEA^<icqsb(MA28gZ)(svLXDRT0|F)FYWp*Rax2NnCQS4csyNpC=Ck$fQM^l=HZV
z-p`M8s`q@Ixmntul+uxj;k8>rC1h~sK4-c+gUvKRsz<_<6~758aIl-8^<eg?BP#8=
zsYJ@QWb!K)sH(rY+vGil^vaDt);3c{G4#&4r(}c|x&umT!SbDbqnxEyZW)AH9l<4$
zFlmU6V>rd!1GK}X`x$bN{I`@SeLCd9XHmO15vD$_^{}DM-6m%C|GK%DFov)`=tg%P
zF5f|!Okitwpl2Mv;yX}yIUmc{xh$n!TFxb<%E{EY#`SM!2#SJmvGZj#)xX8C`n6-A
z--@&r7Olq5)t{TVBsT>&Q;kZ|#Ji2K5KQe`T?wiovsHlNlt7)YxPeH-a+2v?cC2gC
zz^M)m6%FpM;(hKhE9KQBB(=2MJ-DV@;>$L_NTE}f`tb|Vm#yGP4^-rg&uN1Q$@%6r
zZB1!}i4^u(Ayy8S6DZNt=61M2m%^kYUgsC?fRPxOcWaCdL5!Yw&vFslmR%pkcH#xJ
zUe0FkXx9eY?-r5W@BHL7++AysFeCj0(ae1~`Z(*JtF;(4U0IN@<YJs+$8Xf3KJnR?
z##RU$aQ2<>lCTbgbS*q~3}<~{#pB*woK2!mnNptzHCPno*Zukcm5A!CXR$za++^Ev
z)Kxdg5I6bhn?h=MSfqV}d|e+qa*y=L{Cn{*koQX>h@^WztnDR0y5u=bUW2^-fwJf$
z$UGhUayRcF#%N@9$xq$2Kan<Du&B=j%>rU63yfL%gW0Qmr-_ybKR*WcHbeW4X}ZP2
ztby5F(1%xMx7+P~(t(-R6*R??n_vE6s}vN%gJWT4uLbG?+nA&o4u=)MzsF!Hu=XVW
z4#5R_O~yVk{HIh(pEvt9n|7L9z@-Q&gHVRFN5j8&AKN)`k+QI(7w%gcH$+^Inhus#
zvoWXcVKTbshB3ViM_ySq*57iPd_K?BL06G+xinh>QzI$J<(9Kd`)E$poi$p@b63#t
z+zE%qeb=V{6tfD^hvQV*^4PGR^ZH`K0))eTOi;X(FO$p~N<o)q!U057B{ZV4cf2HD
z@#Cx|bd7yoesV`2R2nhDj=l}|-wz3%ifq46`pM&HV*HMxwV4>mgH<w7o7smdS>&%a
zKTdtQ8KYC$ba$Fpw~u4jm|$;q!};?s|G<I;ZyNhJC|r#98hzZ>7qA$fGmFh77^Jq^
z|1?Ph^EO~O2gdT<zwOW#r<%UoV2R=>a_<(QfBy3^|JDu-hB-(Izy=av>0m$h+G6yE
zEZ*9o{{bRDI<Ef1f&il<I8Z#h3e@BU$FTob&=;`R5!-N%(B|_vyY;wqwPKVXQX~bb
zCixRrw#d~?I?R^W?b7y5c2H)M8#?j+Vd?AJE-2vk`R2MFD3l-5Y38`}s=mHh8~Z=w
z0q*PR&vy`~@EeQGw>&F{r}JeGQ{H>gY_IDUUshG20`~Xs2x~pMibmOfl<hM0Jh)%R
zG^VnEfPxo%yrN9V_cV#KNUJ??Tsp2><<XAgX<f0bciTd}z8YA7U*zH~y<$Nk^rGl8
z^@FDWdZi_vQi_zi(hBf+^FI&FA_~&V5L`|Ws4@QE?l~?d|L!?ZPnvg>ik1zLoQHUs
zXrDPrjy-hfA!7MG1Q$8Ju?;0k*P0C#;0l~aiA<4ekZo@<B4auXuQg4+mQoMerzh-i
z8WW*r&s{1IwRmrzVOund|2Pf{6IWuxK_)&OD(Ko+QSXpYa}{za^Pb-J-^`Q!wUW`A
z7x9EAkb$+tpfe;YjRST&c>WF~OWE6{9P=_+;k%1f#ueEp=zQJ^%hr3i_ia`DF~kv@
zmWB$3KW%=s)7z%`)A{XBY%tCaiOr{>Uoy$OKff07+hz>`4MU?vFkJJ$1pm`I9l>*x
zP*fECwb}Ldk@IyC72_r29o>1LyhW$AM)4d=X`CI^sFF;VkbMl2Ix6O^R-_*x#)CE1
zDTUfpQVe!tRMG4Zk#hw*`ASMl5fK_+lIK{j`kqqK@Gjij5sZ0ezTVTjKgBx_+l>?o
zj$~w6GOT7rt$xLTG;e`j6&S_CyQ@@myC!Y<+^uni=06oStvhY_v;6O(qA0LXna8gm
zD>LmuabxXnrczD0LiAmH>o-tFS(;?VtT1cSWbuV<pJSSqO=a%7Xu?mc4GAL%+Xubi
zW#(|Q6Du9_7Ew>O?Dhj+w)k<Zz1m~;unfie#>LAPrU&JzUf^g^Yc6xR0)q~f#mneN
zeKqL?TR<tB==*-RPD}6T|F>%mxNTv<WuxlLVyr5oj>c!(1db-s`ZnTyI8(=b`j^W)
ze*wJj6Xxl;rAh3U!;oNk#iH)qRb1NS$<TK8&Cl<5_Yv}fDMN|Aj;cnfDfRZ=KKQf<
z=eHL)TG-mV?&2ij9nSoQAgOnyHHs;$fUeTM3a0dT(UJ1|R-4imY0l~n_i6Gl^zC#5
z@b~$y`d7+%c!yZhC9loLktNy=<_%)HNU4vxyFbZ86x%LZxwaa!M6=}~j?mPM%Y(II
zDz-?praBAW|HigE&-agGfjmx?!=cln<N2_{rE++4O+FiWMZPP1RQlWKRkUW|w0Bvu
zpOj(6l@)EoZe^-e(85pJm?UU33|y$Z_bE!h{mZp_;UjyBnzqa^_H!X|ud+AaQ!e)!
zrYRG|9My7>;#e=RyI@ixk>w>QkFI5%1r{>upHB}QkGdEjRe%?ySBF=x`xegHx2-TX
z>2INHHf#4UY#x_&4eZ{?5m2=~`C_7i?9e8t(k7x-x6SI)u+Lh4B2iaYqE$&`rP`1=
zE1bR@kqXVN_>=l*XJY#2sx;_f<O_6Y(H&QcIB)APkWD7ducYH}XR+dSt5$IXcZVTn
zE7q~>&=5a@&V@b}FNGSwp#Rtq8G}guxLPM|ioPfV-r`MKv_es|)eWZ}!THNg;_E>H
z5^2sC*l*t@cx^AwSyA97Y4N=U`kq#2UT(`gF0Uy}8h4fD)YlYJymgU&?!aLS>9v39
zGRT2r{FT7oEjMiEwxdLYEl`e`6sBleKZ@l>s5bnA#Kv%#wD&ZlweH=0Kl1oM*5Oiz
z=WwG>*Cj08;3}tAQpHSWa;O>2C4lw&mw(S?J<%#0vlq*^jf&T=`O(#G(%aT~u|BK#
zv_Tm{77L16(t-*^ME$DN3HOqEU`VsW7>1iwvt<8ghoKKT{?RbPV@I-jYHN-j8wjc;
zXxiZdX!mT160kf`nqL^;I6*yvIV+9Osk=WJ1`>L|W`PmeLqmJn_!3WulcK=%U=}ks
z2**Q!=#2Nn?UNX35lF{;)5*Z-GnPaCuKz@6LxD-7lUO9WJR14EJX}JTzhQC566QKW
z*JTb*WYKuGykQHf<BB$t?6X|C)>vLgV-}iGo)w>gZnSp3nC>`Z`}Mb1jfl0i2F@YJ
z2Rk){k&j?#mTa-1cPoUS+-*eCe%qoWV|oXLSC3r}N>p4UkrJo~|6E6&^Z$>v#JvY&
zH+GFPY0woR*nAbTF%R4g`R-#E&kAqFr}4!EbMH1)9p7#j7271g4(4iAl$~JIBtAvF
zE9juhP<9Kf;W;16#9u$NWTrfIN(NhtNc%>mQ`fEH0?=y#IfE(4Wj{$o%iU%OI-0*V
zLDMs6`%652yT{GuAt3|X%FFi+pYhE3r(eWf%oL6giVK!NTj1_xPt{<ks+F{RMrn1g
zIqw$|X}yY?t@ub+s?|ikxU3dcWAo-dD7f?)1c#^%4$3yOUJNww;_WW;up~WylsP+V
z-=B$=Fk7f{OMZ#d$)!ds!4WDS3i*CGh%hbCWQl_?iISr4u>4MNKDs)czh54@9kUzB
zb&@`K+6^s${f^u%Sg1`ZaeEKy?X@Q6^lpto<QH_a>y*;ED{@s_Jwi&0u}qS3?g2KG
zJ+Ov|zre=fAoXsXC^pzF{}>mUP^<@;V`KvBdLIZbnok)Yze}mY7D-)P-a;VK0X&Z0
zLhSKott$gfU`$~g-z^a_MdH~t_>=84C?0+i?9#h_KnJmLs7Q=XY}D^9QYeQx7P2TD
zUijLU0S1vDndY*a_<z72@^$@R>(N0AEcy7H?jY|b;1*T(LiWruDf-boaO$q#EroWM
zun~r-mgSM?J#A+XkeU8k#LL{mY&B+FhyBrb=%8xq+ku%jwFMhInUC;c-JY3Y#*kS}
z6j?OW@||R*UzsJ;l(_*ac_>?VhoA#145L6vVB+;bzXVDGBXQ-&a^M?YkpHR>0W2VZ
zcWnG(<%pJKk*JVPy@W})E|ITQS;7uoda&U7_W@#wU?irhUCK5pF2OKb%mxgc<6-p~
z0CNntyFy*6wCaSggRkM&%!Sf=T0vESAF{t+R-WJizcrZfhfpC*>0FY3nsKU!eKz25
zqP4Bd<UF4Mj@Q=zt97wxdcO&@jm^iP!jBO&Z(sQHxH`IznM4m+bEe>n>6X|(ht4c7
zWcJY%@MdX&J=<U4A$06b|NU%dc8QOw9q!;FpuX4UUgf1{E_}U<-gj|xYAX`%c5u@$
z%buj%aiI*;Ic?e<N4R(BNNa|j5&`?64?mkOpyeq>KH17aKuMK5s~gDv05wom`t6RT
zBbyt>xNNWPPK?j3(TZ&XK}1ZUyxlpOR8sgQ$2I`>xSUNc%0Zcv`={Y7hvh(KEvTI=
z8*`4PAT|jq>;<-i^b1~s317zW*O6j7Bl2ENw2BzR<en*%pHr%WDEgw1+P}9cokzu;
zDr85@XR_hdcPB_!WeELt7mHIWM=uU)e$C;1?R5AEPOFVNW*BZ$z_bSLTFqU?3pOi_
znDf+1o<-b)G}?*rpg~8ZHlA=CS4!hM&xjf2Rf-Nz`b9dcmYe*}zuB;_Kx8R@ZP|G#
zK-*k9-GRu#)sCcQ&M%pA7cS}}y-&p$5>D!N!ns<W)}lVmsLJivoCgSztRS}FPoJ%f
za;6A%DH!-X;y-mcCZQagoy%}m;jZ$lTNeHna*A$aXGr;6UaaBgIj*e{eqjscjlW@0
zSpWw<dPZoQ_CAM07~rYjcW=<#iG3=S1l<5`S{Ar*Lo90ge{3PTV=y=}L<xevR{Mxx
zG-4Hhan|T-xq4Ruu>aSBK*ySZ_GSxO3O!(5wm<BeD(`tm_oia{FYrL~=_|S|P_FHL
zV48-qryxDr+2?-=sH{x9(}q72e-(Wr@Udd;JgT$+$r3CO_O2fp&rT0+BB6^8+Ds!t
z%z*c|USoCN=Jg2pb0z_$EG7WG5LVq>zd-{v9OZ!WKB(gYiN8-%dqe7@3xH<80@b4a
zg+c(t^z`xRWa6+7@n!Xpp06ITIRnd%g}*lE<5Vq_T^v9rr^8LL1K6B>huxq5sKqY3
z9z7l(mH?2jSH6<s(oy()$#f~Ayi1PEPWGl98(bdsy!fLX3;eGI$QyK=E7NiV+<G=p
zbE~bV``Vs;PBZBU-03a%kUGs5gA(l0B=PfHrWxD40wTxK<pNu}HuPe)07@GE(@Qbc
zZeL>I-(nInX=ZvC(nsrNcxN7ltiyyZrIe1eY$h%HanWLz)HA}HU&yCAoA(Al84>Rf
z#iwW4Q^fS60=ivjXqa3D9au{Ba1<rdSVnfufEGv;%%^*^Cra=9bdQG-wzZTWWB)r@
zRcvNW=?^JeH7GHIxm;gZVg3WZ)>g$-;(D07PwNQWIFATM8aR?Ro~CF{XgvxQhnQ~6
z_cX}sP=UZA?>5Ll%l`ct10E}%TVXf#59hh;!@OHprP}yu$<va=U&$Ym3+kyf5MZv3
zj_f};AnAP3)SIvnb~|nyGy%G21XT8*F+S!vVxkwgIU&H!Q?$VbT|$EwWs9;Uf^FfI
z953z`bKD>}NoD1WgV+ltQ1o9aP}Fmce`@5MLodDJADnBL@xssrhUGt*!T8^=CV=)Q
zJ(RCsPCaz?blf&O3D7#o@R2!VzWR3f;;mEVSWD>=FLB^EPU)So+Tr){e?Z(ZaQR(h
zxjlhGZbJsr1zgpe!pXM8f;}0PXJ$%%a>)%+Oe|GWUrJ$C%2Jiam+^-+YN{C;ckpJg
zN=f6~)Y6$jlZcd8Nl6dHVv6F?M~fiY;&pjkj%}v|eq^^eJ^q@xr2Lk8;_-sw;h978
z_f#JCr%0Irw&U@%RiJECS4Ak>96N8|F>=(S{J1)tpFN&cKu;fZ;}my&Y&#0J`u&eR
zAg_(6&S0lep<{X=iqLyDE5}HG96hy*ecdPxJ}(kQ|6}dOf3saccn?&7E9sMSXohrN
zplB_TQil;TsGIe5sWnk2;iP5O!5msN2g34HSNCqQJDG-#J82<&zSzfSZc~uJREQy}
z<4_X1|5}KQgm-x|htD_b=&F=Z`!&EYRuiwqx4>=hT^50#Uaq%au4uN$w}K=E)s{|#
z;Yf%|zDa&>Ty#+KrvC8FAU5WCDxO&XU~aYr`Jtbao>{G(Vyn`E{7aA?8k+6XQv2Vh
zgyU9~G9)9-2b&|=<pdp@UiCPelF99$zI0lu1U@L>F)fY=BV^O2Z(OjWn1pxHylQMW
zMyqZyW&5k!)L>uxfF^A_9OSls4~^YEFk={~kmmv3Z126_hq;{ng4A)@`LL>e{#t+P
z{)*G?qVad}5}e?`<lW)rnNyE9IGZNAi$;5NaRe$E-4Ur<-t!A{=DEV+yD7xr=26EF
z`^fnV%O2aQ0<Ze!iUOq{X5Z{1V3ZkYuVd6{(R0BNH>D6n-9D-|eGue#7`AD9*{&>`
zGMFwBCJL}@Mf;T2#cT>2{S1Mw99!#XkJVLcRi=Uou9ERftJyF+N4N$gmL2Vqv<*lu
z`A(fC<#SNN<jwYTGQzaHM{YG-gx?QhO;Te|%$&FhXSFlr)9PZ3GoYUh*=OXQ;R&>z
zCJlqEWU1(#Rj`<2p13R_9c2<Sk2O*MVpkf%qJUA|be6&iPQLSQE#)-29auN>>!JjK
zvAzq-y8Zp7jF}6N!DQJ2_Sj5~HWGlkjxqG@fV!vg(+W=o39+PLfIOE`oZy;p_*K-b
zrWw5*$x{*;E|O`Bv>;SH&FSh3i9P_My{eL=?_49ui5w={rSUDbH>1NY>a`RG1kkLl
zHMo{o;J;%@Af&diz(gI0s`aJC;i$Xq7$d6Er8cH#fVET>fA}z$6cCLowi(&O(sf@B
z@j0|AvG~ZwjoV_$)*#4D7#W`8C$L7E=ILk|Vckef!y{&pPXD+BU01_+uLafk33X^~
zi!ftib6-8iI3BqBG(ma$Mh*=8zW0jMuu<$xnAT5g72MTfjNw*!9Gre16G9p49AIq4
z?-9<NttjYn!FM+T2zc2U;AFBp{@3ClAqi}bpTqAFIell>lfPA>b||elf%xEJ2l(C5
zX^`0Y1;m6(==OVUsYdkPPC^eW-t%s#Oy?dQML+vXUx^v&I+vWv$7lh~d`9py^1Pbn
zZw(^AuuO261WT2wvQ?odo_{+dnyPRMQP;(ve3ay7A7trf>auvCdr|tALLY)Z^=30b
z{t{p$>epeDFE!tL$jCMsc$1{CbE*m^j%;;`s3axCgBH++&7pp>C227Ue2*gh9LdK-
zp^FRBR#F0`r5u9|>@6%Tq7%vSEIRcGfvPx}*2)2UYEdUm15btgD%d)x*eR?yJ6%~=
zf<J>YI%bOC!+@N}r)RXulbh4_MGr15*Ztz4Nil0T5I_e_;Q;|iP#iE#;2k<EV|52J
zl>-H=O0YDrh-x(4@qu8|95%b=WDQ2*y)cx>K7FKcnjYsZ@TwdfFi}toH94dqPH6+G
zgH8VjPFnM=+M`H);*;)?Q+CPqpHkvphTy5c69)NS?kmeUbbCm@Qiyd1evqRZXvpu`
zyT(j4u*Azi{dz(~nv$rZ`N-^EcY`$LC!^2mERNMp^c03SjDRf`ThWyQJ1_IAF6JVN
z<ZD6)(qN5m5Y$bpt{5c=t+W<{3h?3uo*$;j_G+Sz8*%F7bJt=&rZ#vdVxhkTKE)Y6
zH`h7nWkPwk3%aV<PNJ3V0u6E~JoZZh_grEOlN_&gnX;)gnaSIaZi0k`Xp8seD`eZ%
ze`hA3(!WTS<*7#?*JJ-uqC4!0or~$xT*1;Ks5|d1PZCJB5RMv_^Gv(!JJ~5gM$B=I
z+W-%k4&t2b^9Axjdb%CBP~b<S8o65tHD<QAcEtD{q<0n&ae=3ZITp-dT3XhCjFnrl
zjVe`W6M;fPO#&2}&z!W5sC?N<f9bU1F!I=Tg`HPE3+sJ~6s|DJF`g`0It`Qqg4d#~
zHRggS^x<%xh8)h26Y82@_X5aoMr)~N!Meot3#KC<I8($>V1{0299jW(hX+Ri;M0eX
zz1Y?01mcY(DflJTfM6Lo0ksUllz+=?!bcztaRTV1o7h-`M^I;-A2Gfm3FQjq`8#5u
z<vMne%;2Ro@yb@#srUE6hI;`wJ7UeT#KQXcWc*9BsBojuv);w+@3T_Q9BlfAuD0J4
zv$BMXT=fs-ilRAr%*{O(N5CUaFG@!`n*S^Dd(~)}+k61lak@p#9|6fq{mZX%>^TZ8
zC?5Frsi`UhJa$h#>*pkV4Sz{6QR(b>e3WG3rmJHu70~~$2U=;Jf0~ao4Cu<w$YNRm
zQXObM7XN=X7`xj-OPg*@nFRbCRwJ&^1+&Dn|CLMM)&NYbo5;Il|5oG>f?Qs@y-Mw;
z$;F>MGe3Kd<=fo<{&2Wuuk(0B`F@(Ew(M3mCa7$-COVf}#g<2<2kR$pJugpbUR@uX
zuH-n}hbRSOQQeGpA9Baa6Q|P5gaKMyZXZLdbs>e2>p88=nPSFjd{u%m=hYS&^A@;0
zeIgUsIyUu0t11Ld@$5^;9LJYIw%VNDE*Aq7=X*I~cu!Ut+-~uw>1i+piCnLzpLL43
zFBZx@2e0MiR&HQ#?k)p(ACI&wy3YR);kbNMh<(g|#QS{2#Rl1n+}ACiq0>I*(q;oX
zI9cPOXsS{SA4x(RIi?5qqlX%wU?#4%_n&`=!p8AZi0LwnKh4JSw#%k1q$oPgL@wR!
z7SpTaevo28{lo{|994f^`(J8))S?0S9z0}4R@2iIs^-lFX;%ys6FSThJKU<H5EY7k
z2`2oEvnp%<+XLis%9WR#vpDwTcVVwu45LyM498B7FOR47$e4E>YY^j1ua~=DJYM7v
zdrsTbUGDrWbfh0%yQn>1WnA4)HV#nhpRR8BaKhKZK1zNi4Da&ZN*g4y`OSU~>GE5o
z+&&`_@};l+P=%4$SJ<S|C?j6zM1EnHWA}XidS7&T_32J=35rTKMKpp^(=`>&`xpP^
zJ^j_aV^!#GTv7a@JU@r7#`FwYzj(oX&F)GuMdlibOX=F&X91Xc2qBdZIz@A|TpuU~
z<lgA+kW{;IZHv5%7hx!A7vORU)x+-trJ9LGx2{Z@#eZ3!eXyBO@>$5pVizh}J>0K-
zmmt&P?+*Cgd+g8I=~Fx2MY{9akT9HKfggB6z8u9jwoeRBxW0JrweNX4Jg;FzjJcOy
z9FOgRc$!OO^|8%gjb$vmvI?TWU<AhByH{w8VJoDx#Yie@gx|3eL+s!9RmnGLv7FpI
z_;9C9=}gb_uPT%9rZqCfC=|-W>d99lSFcA7W_1;yY)`4`Frdr_#$7vcWHn@`r0?$(
zY=&LPPL=k!kc9<#X~V)}<iwL$dy;l1Zz8Br!t$Khixt!OSX*@s7$f;S{H7$S+k`b5
zE|XC9pR%Cj?K%U`_Nb4z)nox(6&pQ{s6H>iyLKgEG|0jeSD`ejZ_<-h#uR28Y@CyZ
z2z>$+{(PLW3iA5<y(A2nrueQoW98?_7&}X}LY7SAl!YR#!EB?Xiv|2F2P#i$TbW;a
znj>Z)HeCP8^m_rB{u~4L-DgLO8OY<>hrvfwB8E3ika?i*;n}uQEV43ci^|`MeJK|F
z{ij~Ngzh5q>jy*^`2?t%lx~-zZ*=eXF8Os`TUQMtc*xn|PBxfere9{$Roa@b5rgQJ
z+irW(J)YZFZqr{1hVj!wJkRrQJ;@(?UfE-EH2N}d`U_UH%Vn7c2pb&g)qIn}#=q*^
zQV)ujK(!MySEKl*l}*ZIEKV<(Ly(e|IbEBh32~@O)-Q$nu=)mL=2KROHRL(hemaL&
zTqM_9f8y4jZPKC*0ukSE-s+!`J3n+8q*b)OT^Ntlubv1c(DbhaQF-J%f5})p$$B=Y
zT8AeUP;?+>J^3`KcO7J?tTp%Zx8e!r6MuqWKWccD5#D%-+!q<w*3iA*8MrMQAf&Oi
z+4H@as6C|^y%Z{*CZZznEM6O-8Ty?5l$hExb!D+;y?7#SA_7nlSO!`eM#nT3uFYv;
zPFp6NSzle4est(&+^^2?wu^4kOlIf*GTtmriV-fK4B0J7R?cRlX>vugQ?2oJK1|vB
zBi=8xG_;H*sF_12B!~#>r~w9V^so9aY;hf!$Ta5ggUk>{=A)g#%;oUYZYU<+J2lB7
zKz=wBT!p-{G7{!;M3#N>ZQkoflijQ5OLlQ``nUdDo74O4_Qt8pJ|K7XG=Sh?SVr#Y
zR_>1P;$_2LLOOf$r+j=v06iv&m{2W~;>oPOE|I=qe?7MT_ulwz4=vLz!d@rE#opaG
zC*I!(=z8v6A1MwY+CdT*#EX7(OzUeWjD!tZV4ggi$A1%qQE{^4fxAetGz_Yret5>V
zLygw#{#~U95^G%ch2CVVz`?g4$r!X7eVH-a5?hDWywwa0BC+Oh2h9jsP@p?inl1EQ
zk-%_%Z)EVN96?_+X`vXtDD>S=6)oK}L?8w#?E9Zthbij-Pe9O-gfko%1n5XT{^{i*
zX5k*ehdLGqoXZiMpBzXT9vC*uI6iRpea*>a%W$SZ8Qxt;t^4@lHF&gs{%}UCvGl#0
zB3NE4Y*01-H9IJEUKq2^=Ve|RZbl6Ge;=zX6x{lHvy0g6iCvENoc8_F*vq5mw}Wtu
z+fy!a@brb1y8{Zor>C`*7s1_CjF&GJ6_1U@>CdW%bLDEfJ0x7ln3nhs5c&(25C|ck
zjc^+>cih?u8Mr?jdo$)mLQoTeY>^HT;U4q7_uf~7mPr2wg{~|U0%`RbjcLT#f0*3r
z!*&-bH;*OB7FeD}$WLz)0(})UZC>ggMSb)~m=v5!L-J&h2;v`%!nz+lL+LqXLhn%&
z%gw7hnD05QX%a_%uJlXlx-xS^gDDXVr5~Ka<zOoQ@e@=&|B}=l*T$~C%8FL=l{fg+
zAnzsd`d~gx4L!V`JL<%SX?ilhe`!(YYw{t4JV&;Y2_^?EWhrM?$(UsmVu(#D0E)6#
zF>ha_oitans7#L+XIO<u=f@@7qD2_}shn@e8(c&W#JAAxasO;HJ9KZ^R>UI1Ro$)T
z#j#@y!~_t4_-HljygtkUM+=kjazfAdGB~zSwldf?Q>@dl7fpbk{EfP@{iV76DIsvc
z+7y{7lIW+PKXM&L<=UM7OPC>i2$|snRF3IOK^{NjkBTU-j*bI>k_GFH(fEc9=AVe3
z`U?&r{J<Pyd0A5shKP*GqQMM0FW<!0!-t+I>Y1X5bxGODu*(oxCShjdhs&a&SGCv#
zsnuv^X@q2jECgcFt7vej!Zi)|3Ilm18L3HCFe#0vx?mO=t@FnSH1*YWj!=1p?}LU-
zazq-IcLK_46C+Bb>fOu<R_aib_-Wd-B0~!O=`(A|`L(6mjOb9L-iR847Zio9G^llB
z-stOsHEz|(0k*NW+}P_eVI_;x^Rw8EzP=dFG{D*O9_(Kps_yR*Bqq|aZIaHb<J+)B
zl1XJnDjR1hY}TL_Cz~8r_-ES6M{|OONXLBV@ink!I2TFj^yf1@C2VWqA_Dom>esEN
zYmTE@Yu;%6{H|jhMX?=fXFoL3>7)?JfL`NwJUc8y{xT5ucqyd&PP|&;;?n@x%cg-o
zs?Gh9XILyrWzg*__r;fi_J)DD3hX|HAvOc%Ee`{WQhSm?Il-D@+b${F-ryY9Qglqq
zC$GYs5FQG2Shzd*4-<6BiIgvxOGPlSp|-p=UyS`wSZp6ggqGDqkF6ac^%>h4F0Kv}
z!aIFC(S1#AFzLn1tA@?QB&)^Uj6YJa%|qVn_LVPTAT32>P4PPp`x6G9_OKjIS)eOG
zjDduOA&F(CCOUw2l3c7oVM9N*+J*8PNU&bin5p%Vuks^xVQ}blv!hTa?Ze)!Xtxn1
zvLlMvLH;aB^^J94di$Lm9dp+G`qFtsx(a1w5rETAl?PFS8p5R$H(@Ph?`9}y_>`!K
z_1p=l{^1ubBuH%JLOXKa9_GkSk537zl^i8{&AW`^Y(JA&QnZ;6bRy{}u*Xun7lidU
zPXXWV7cgUDVw&}!v1MPGmYMDN^pLfO;WhW&gI$UqgOlR)m!;Q(w6vBvKLZCnr1H6$
zV{M;~LT4UBlOgHue1@{44RA@+;EOKF@9+n!^Iw-vjn9y9?dK&8yR3ULm^PPY94F5G
znfT$!=VHKvi;|!VAF|VUECW~#D%R*=@b1>{JQ;!|SQ{<hK_cx?lKS@yzrsT#0XMkd
zg2&y!{2|~7iI<qJWC3(v7Yp9GPQXn~^L`B%>Gx!F74Raw{HD94me1jdOW=KfV1VS;
zV;c%!Q0`EZ&`WS)hPCHu0=~8zicOg3eX$-M>$JP!^iasJ3vE`oG5+>dg(dWzH?LKW
zSVmn{g-#2#+~4n?G+<!TD<7+#`tSFvwGwgv1d+PMll7zQRrXJL2<q4+=tqRH7v}?v
zvZ6`Y+aGx?zwA}GB(q)Fy)S6!8@aCMG<eUAkv5M2F^7*Sk*6*)DiSNF6olW_%yZv$
zK{04&gi@LWq6u*NQj!0LR7l>H8%*xI{pcSF$UrdQ{$ciwg0la`q4$t6gm_B<{%cjZ
zfBe@WQCSm;q@&phDSi>%_cZc&BUAqW={3N!clrOj*MMS=0k76B!_ivx1)i80;pWyZ
zfGv>J=L^J}IDeCiA-_2h!w$Z*jD<YJtyrO4?f^bjG@GRmJF7LCSp3z1gyH0k>4(oI
z6A+prTt!E8qPDFgv0L0j-TLDvI3juZ{VzYk`;-5jpI}gaQAKa$F7M-WNx-dWj*9SH
z-3KvOyNW=z=R71)j*Z?c@lOs$NJyYEuk~faJ4v8+r9OD^6V$U#_SvMnx;A}KDzmqT
zT^pr?aXuh`Re*b)u&u12GixpIW;8SHQ%H8U#HrxsaBjACpg`Q5lN73NF8)&1*^lx5
z)UJxYn3ItP02j%<8$Z)#7zK2nXM9@Ezq2FSfSkVQvzC8^KXY!c2aKA4d|L=w13b{C
zC1+N-wn{FmtfY@(7{9h+C^{L5HD(VUpR-gi*3;+rr#nRwLWrc7y>^E9!)a4TltY-0
z0gD{wxTO4|PIitKX{ka_Jo02M<@k6kC`)M8@YZNfF}1?^%3nVs9MA+n3$F@k=b;|6
z@NAzBASYY^5Y?*|DR;lH58Re6R6uP=p#s*uCz>fy(p5tNmkTmXHeX=@q&i4BQht*g
zf+u8d)3$9K%zr9Df?9H|_0W0Ey_kYdR=1l(khX&W570(`0HalqSnEaHzt@ehB>P%6
zg86x3v8)d@9NT`ZlwILLh3w!=xbcXfdv?yLFxlb2&q`k~^5yt!_Tj{9`SU>7<O%1Y
zOqirT{6Tup5|^nd!^k%$7nP&5s!~#?Z)kmsquvFiMkFg_0{n2yfK)$m$WdJrGk1+i
zLc(Y+`<uSX1od%K%t(!bWIot2K`C4(P9t6qs*UL*LeFQj0!(;TR3X^Btk(R}d}&Vy
z=07;YB0D+xQ9Zxv(C#Rdh#^eTfhmQH7|SUUOw?y`4IS|@gTatCo?Y(PN~+_3*5B(r
z{?Gb*p>r&6MsReZunN%6vSA9=eXHJ1(~6m$czWZp5X@|rQIP6FwBw`>^^@k~KO!sf
zm7us(+01$}rq~S3vmG1SLrgb*Fr<GTNXTlcvtQ>8qD3?jh@EfRoVPmj2EAM)Ndjrs
zy*yH?<F+_Q`Dt;^q76AH&@|-hg=zY**321y7_;sW*ySckPG%M(-bstHys%{0X@)j6
zZ}e;=Zwd(Nzug0ZdWc8uH5{-?t_khrc6V-Gkg2!d=XEux2nq&K-%O&64?VtdBSOeY
z**!U>UE#n_H^(tBCjnBHXmL{Jkt{VC)BlwjcO>x0S=@D_3(ZcTxLa3Kb1CfSlD7yR
zn2#+^Bzl^=4c=@IXxVDxLie}tsi4AgNQmBtUc*PB6bw+)fC~Ns(Exe2HY6^Gky#kA
z<5nPM(h_EQ0%0mhmAOeup;ukNh2!ECHssHRy1LWNQAU~Kbras_B@omCb<^N<$3Z`}
zQaQ5Q6C!+c;PWtzn7%Bm-F%y^+tSYu1?G^Vw>jj`b$Yp`cwZMNWDXQ=s&{pw+G{}K
z1yy(0Esg-;&EsHysqhYdzSaMR2_FFJ6QX?PPvWp^F2^fl0pj}RX7cf|vGctXSO+@^
z6kI>VG<)eCmlH?6cVZL`L#mIAy6<Ml3*J#tBEN2b(~0U@5TIUfHq?F(Yp(1xFk01a
zg?W5v23fa#baawC6-W#{JRZ_agQ%aezgEc<e^}EYAMy3bUNPKHiNPhlvTDGd&QFV>
zDmfR|>-XE`?%I4u9OSbt(C2MVrORZ39wk|{5RGjIn4Y&)60B+jONGAvLID9fAVr_Y
zG{c?;^3sMW*+RPCEK2{k`0d{x7#v%j3u>|9Ye7^%E;+1tf9;|#A5ZOe$<j5|e&~yd
zrX{lKwRNhoO@J8tHOW_9-+VJOt8j=!EfZ=`({R3<Q5HL|2VdtqP5Foa9>SCo55w)3
z`0-7aI*f$CaKpR!l9rz9(a@8~DaY~$haMu<6PY)WFI_4s@KVlBYt+ma4TL^(g(LqJ
z*M#U%6-(Y&iXr|(LVG|syW7;Lx)w3>OC7xZR>r!JC7x=8LGZ-8b~(0is@?;t9;9PD
z;do~Xk-vu_Zv|ScPKB$^_l|)(U_@Ysvopt&3lhlyk*kf=7F}1iQ4NSOkLr+CXQ~o-
z=!oaNvpYN{h}D5`yzkQ3s&}V;-Lw#UbM^*oE`=+cl1ghh=OdAE3XN9EqJe|;ZY?bO
zi&E61@8%2F&XXrVr5IRPSdFOeC}eBM9|c=bW3OE4ioxgRS}X8R?BXZLT4PwqY@1@V
za14+QAyUvPNxgMJ<I)`k#Yl+@*_{034)or|{SFDSN8cbX<Q*{8+0lRO+tG>=V7_Nf
zJL1%$p)E=gmMw7zEsxirXc^sOALJvR)fz{7akCBehpY3ZJfiSf(8&jJ#Hm|^3+ng=
zK|zcCVG9bv;emYO+X?9?ISQ&LM$p?9AJrQN;Xef6U#|+~Qqfa*L?QPw8UcPvonZ}5
z-w}qf<l*cC-G^Y0Z_tGzeOJEV9;DQ6Y6*}vmbqb~QM?$K?-|EaNI-<XI-P|T?h{lA
z-SHok+UOS8^LydUo<aoPsDJK%{7f{S<!t1JfwFfVX|5WtQw$gK+jO`WQ&`UycZ=E<
zUnIhP6!ZUL3;ouyw^#h(_gU1YZuER@MJ1m9j!xz&O2hoGtov9B`=<WCMajVE#R?cp
zqw?*uEzWVy<0~cl+$2-_HtlBr9fxD^KE0ZP^~WzWl4P7c&CubK&VRJm%{1?0|3jv2
z%=m2(P-fc;=+2<613@=*f_6WoNk=K(9fL{y^I^#@1!4~ZXM_^ev5Z{dINZ4Bx%%mC
z0EG4Y7k4e7`|y9Th)Mx&)cH4o1|VktGe63DKAK<vy+2%*r5sW~LQ2X?EBs!Fl&&C7
zIxkm@;V6nX_?rM7mhSs`PpP^aMg#-B!oL!BK#&vC*B*5wZ{3?5PV@I)-FUwbiIuAo
zq(3g2$U$e66#`%7ENO?@yi}T<%HYFFs?o^phU<MZmfBV?h++Bb*f3(Cn;lTIm4WL`
z{u6Ek-*#MQeOoJ%bT&UlL4kIh8tJ6m;<n;c&69h1y$E$WI?K__shvSv1Zcm13U~5N
zl09@_wRQ1JrErYe#{uS{7KcAc4x3{V5uA5RV5bYs?ypx${3FZvp6L&YJ5ggE&!5XY
zT@UJXD*Dp-t`<yA)d4b?HeYdPw;~e0uY%_T=qP`i)n&@Q!WdWVdXVB`^(o8HfV87x
z?zO%=^!BltXnKTJx|6)EF$Hsm+NfdC$b=yIBQDPUfLf`1AW-9MpI)H_%b%GRc1C}&
z`D!S$N9I&}<iCH2KuQ56-i~=rq*7y^^T~Xv6g(wn9%s<rMI{<1n2Y!m^05~G;iv^N
zkWFI)ax@e%?Cq*PF~%T_tJCcjRh#=I9CF>PM{~q?xP<iry_Le2cVp>vHc^vFzLjVu
z=WIlOx?3#>oh7QVyK#-Lk{h(gX&P4ZyV2*6;lRsDXgH`7prh%HF7|GZg!i}{er>sr
zP3N0-J#Q{o!S~o$#E5=*JsVu}jK)uQYk26U<!gN&^WSpLjPd~q->9gR+lgdzNV)To
zzRH^87#{|G-CA=j9v39K#9N#?+==8;s(TFQC1~bd30z7}m#3QfsESK#ST$A|m7X#K
z;|B$P2Pi%Cnn!W{jM1A&5)?9jm{W#^;wa~pT?*t^3AE(S(FivC4&KlO1z#)Oh`D_r
z`-BUlrtDs*U4NvMBC@R_ml+sp6pDV#b2*#31hNR`)&irnB!Prwvy4j`hP`)A<!%d8
zMn;*(7|3cMjJaYByW7es61dHnc0k#}LPna0i?SEp`s#}E5mL!iq*YXlSUKPQidYvh
z$Gm~IZ=9lq#lDWx_9R_C4f;#cO5`Or$=UE5$DVO<@4hOkyDn6U?exlZX3{?V9HtUJ
zdx^;X%JZ6i_&WN{eb*w^#*-K0?z5BwPn({!miq)%H=V`Leg2kVva-J<J6e!gJMOua
zFtIRbCaa*@$LKO_XSZho{IPv{bLn3WGl3B%CvZ`t6ou$uq9dZiKj0@3vL%rO<q{!C
zyu(b@Y~o3RxdtIYTXB_J6h`rySPW<w0t^1lvI`%;!qA8(m6!K@w>BW2Ewy6D^1+)H
zlf$Z<$bzHyqZ&@pmcj~y7k#$Yi2^UiG9W*>>B|HKROm1#Aw(_3#@{xAxpdX*n-&6*
z13u^pwef+7v+dtngPCsbhsQh~oA(dBx9_8w!m19ZzM@832ZZR>&7;`h#5kaf%W&A5
zxj4?$ZKP96-$f-uG>uDV%!qUOlzr*yCvg6%(BZdo>hmo6r^W)_G1Z!u@Ba_R-Z4C~
zZe16SZFOv`E4DheosMnWwmVL`W2>W%ZQHhOebw(?Yn`*N>)Yp?pY>~2%`t0^aX+_e
z9f7T`x#kNB;;MJ8Q-F?jZ`Q<0ylqy3-KW!kYtg~S$`zY-CUIdN%8nLmGrB{8uR-(*
zQ?^VF*#ynbo#5YKh*Wfj74Tx!Z1+{VP1fA;oWQjMrL%yg(42V1;2;V$9en0RNz<)<
zTr!G-MGEqIik4dcf1T5ZSt1(G*;cE|8w4Ykc~*~7CZhg!Sp=$)`XaCB5|3%ayIZ6<
z0xXs7%5k<Lo?~?>tVsTu(i`m|b)!t@kFoD$Y|M}JaY!hp1qVz9?U+=q&X3Wka>VMq
zV|3;eubJnqFa%8(ELpSeLZ_BSW-QiC-3k4utS&3{PhCED`EL{YG)x8c8KJc3+MwSi
zVEPNiz`P&b0jE1!%W+)BNF`04NSkOT#Wl2hlY2K)l{p1)><Jj!A~U93cw>#2lkhMP
z&+17*C$vk$C0h*GSl;clFjE3z0VEWH7Ob;!oiL~)RYfm7v@*3(@ijaL<3GQF<<dY+
zO~E<0l}roU+jk46i&;t|X=33vNC-l-R#cc5lDCPeE*)Dn3DIhMv6gpR6_{Kc2&OGw
zfp~gT;hH^T5tvTY^M>c@JtKnkjW5-*maQoi+R>7d?)1`wmye<I;d0fz#+hh`k|h&c
z)rE%B5+DRUM+7D^_Urt-PJ_`YV(e&U@HvBthm5nN*j8l&Poe|Cn!pYj2q;ALe+K>9
zzW}y&w;Oi?I_ejnlYY)Fx9G^vALo2O-#FYnKd?VHPv5VEe>NXSe15=wif;&bGe+DS
zGE1QH*ZB4gO)DTWj<Y^M{nX9_>6k}3Wijl4Mf87;m766sa+2mDayFtUl&;GxU}884
z8nY%>71Fm%3x81(i($id`De~QqVUcak0Zw}c)YH7RF3O73S;&4M2bRe%%SaHWB#+z
zUqv-t{`J^va?%FYrT6rn*1=uBD9=5)M1dpc`1v7$|32wgOt$PhH$GLPk3ci-R)m8p
zKFRCH8z3iWfTkefT(%dB!3LLz`xetou8A~^fezFE+XP)1yyM3!u&VuIKy}sSLF4F*
zkD6bZgT+d+8e4SoS}duQQ}S0PgR92L%$T7Ewe-wtFHg*s36(Twr_FyO1l&T+FC`*X
zZ}rPRJ0i~75y==Rr5YK;7Sg3VqxO;PWUh!dKoOl{`=0l1=E%T$=c>_+N5!lYPsiq3
zhw3CR`)jbb6nCt5ym>ur4=g4o1_Vg~-rz@PoIlaQf*Nnv+w#5Kxag~`s^8AdKHmj+
zT?V6G9|;NqC(mrX?~{mpKQ3+kNSrR=Kj}1<-q+?QeJk!y7iAExN5x%90f1L7@LFqj
z@UZ?;W~8;L#9BQR?3~DlF6>#XAWW112VCdChoAmkcNM_}^1Kj5qO&_f@E(Rm%VSe0
zn`*f)vOTjwvN`B!whU5GvEJdDick%WDH27<hhp^U!$n<|CB;DF(g;x!b2c`zx-DN)
zcgDR%BHtiRBt@O(Z#+#{gw+;e6ouyV*#E^Igw{eDFA)RyFn={0;e?XG+dfJ-;g<KN
zhyn6ZP}7+FkFW;%6OZm4nMW2z)==Sp;2AfO0=sd2FZN$;7Qs-Cx(WZ47=-(lv<wT`
zTD4P%WEVo)Tb0N89w6A&DP&b}pme5SBPsO*7#HLz4$uzqj&M+`cccCo;nRmrli0c1
znFfJ0^-<01eT~w%QV{5&@4a!I%7%XR0$Rja<D81E?kTS^9GyJ_8LpU;^0`9Dedtn8
zIKS<D?vAj;=wS~@M8#)+(ISVC-UTkwf8!#||F2xcieRXA&oI(fYz-zJ!@=e+VJtpo
zpR0BaOE?TN7(7^*XbT(wECM}Y5nmrM!1{O@XKbq`ugVkwl(I+gba6~<yNDt!CkL^4
zxr*2JGoozV^#=huKvN`XPC(Czg!yMQrG*pHY7B}o#Ltt?1X3f6l#vMd0O0&Skwwxh
zP~*dz4QsBCU?jiX05kL!U#z5rpS91rAf7>uN>NqKnFTWfiwV&bem})0Gg+X#Gc`N3
z%lAf*Skj4mggidCYAmrPCh*;qsS#BoFdwB+Dt;ldm2C@q2y6)SW)}oUsja_60HvDL
zZh`eOSdzErYbQE*4A2Y!+~?Y^JyCnGY0>=pdMKb&JW<<mG2kxA-U;=T3T!~WsjXTv
zjq31Ae;>k=ipB4*p1lxHqki>-X~a!?B9*fp7v|4vH`{2r)%KU`q5<X&t@e9-&*sL-
zQe#+LHZadFLWmU5Jm0Y{d*?k?5ZH<G850T3W|^bt_x#zHp6|K#$;7qKQ<A$PV}f*i
z_*$hYPttIfl<CgUl_QwrWyv%-FToy?o`fcaCHY`B@cf2?y)|Vmml;U)KM)#$<m+m?
z1q4IiX6y#Wcf%)Qs0CoBs|Ij_1Tm;K`7ME|Z9k!8D88dWML|Nnh2Getj*nsZMQ6i;
z1u#v7?YNU+N=+PdG&Nf?X^HlCENYB>jpnr$NTd0zhmQMFpssmPzehWfz;)aO`X4Ie
zxp~xe*%~JBNmr+ipOY7?7oMva?;kSboWmKM&msrf*%l%u_+3{s>(tqHZ@I`M8+^ZL
zzrd7>QZQ;J0XopgzfxeJwt-jxF5GtA+uV5K1l!m<V!t^OXlEAlcmQv-0=1u0N;7gi
z#E=%1CDDRmVvjK@PopUhvYaMNOQ0wqOh>`-6BA)X8xs9Th-F-7=;ke*3CqJx!!tZ|
zpf*-iHoMog6J2QwB~>ri$HV+sGF`=a;jPIIxdU|DqDTJFMHE!WwG|c|Ifw|Y<`uK)
ze{jB$K{p<I?&lCO?R(Zi#iql}f0Xw=ptRnpr0jgtd0R01IABrd5TGG+(tE$#{7`>1
zM=O`FhKIH_a{*+nwpVm3Uw92oq@;(-8Vnf2*%jg=i#{6^c0geoS?1b8A$K!{Rf@2m
znR+vkb$tI$CC9uFBhonVTW$W1N<h(X*6E4|iZ#U$4ZllYhejAD=L$S9h?nsr8{0gY
zsB_enp~S&DL*RyTDeO$FbDvE*JCve_k|VFZZm<5E!^)B-YuX}F^|tX~Z6|HS?KJ>D
z7Ev(Mrq#0WEB^|j;Y=PULY6ys2=8Rz|HOX4j7`iVZUz-|rXTlwG4N7dmc%zP8XI|N
zE^Db614Gql2r!*r;mN0-=H~!X9WUc)&fdU6Yj>RkVE+qY)RE@s|AFz~^WMQDdL{&T
zq>&$#<WGp=nNY}u{VTEcxL|j$lwyKv@Pd<uVq#F}bk6~3CLjhgvbw!WC)57roeZM`
z0BW&r1Lr@U=7EL>LZaN~f_TnJ=s~=F;KU8}+bt|G@yG#o%zG=oSps4L`mfc1pVlR`
zL8IXzha_3K4mdpzF|!RoJ8Tx>0;YjY1a{#|QlZAf09(DC$M!Khf)jy3NWfNaOq&1Q
z&>h!vN!afDwsqP5apM#fp!GN3_TRpWWeS51CW?vMekUbc;Gt(|Y!PV51sXI2+Af=_
zJKtl^JwH~))1k9g1O!<A?=iDZ=PM2BdOr7|_UG%bIT!bC*6Q!aUAM!Tepd~2)%3x=
z_-B{<NO&9-Cm!Kb`YwDfvbfNg4NfyU13mK!$VhlpBflMLno?V_kBA6hAxn7Qd5Syb
zZlJgkfsspEjRgcYS=Hep5v(>nr^l?gz;M}bz;M~R436vt3=mM*?dk?f5bL0d`7Zc+
z(I1?vf*HMJ_6uj1B0FONeCfPRtbb6yGlBnC(k%Z@91`#Q-R$2+P7I4S*GaF<lMb?~
z%#OEr`4FYAd|r#yjsa3P2gMhy%*l<aSJYCR>KuG{t&9{pocl+MFuO@H+kxqalD>Ep
zFUq#S4%A25Bqs|@w1{u(MO~EQ;u7NPQN<pSVCAO{csdb4_w_<9bwTZ=LL=L?ds`-`
zPPQjWhx!h~unkw^gM6Y%eoa1gY>z|}r*0t@rZzB9w^=^xgWI+edG_w5IZ7RY#{6$y
z)8zP5$yURR0cuC18-SkYFAIa_<@)gK#T#BtS5@Plkk>v~c|sAnIV{Q{>%aIQ9_}YT
zZo`a#YQ|vQHI%VQ)7QAwtc|PhTLW!zXzR0?2LaSeqNFi#E;_YRPK?+BOTeVFn6k1&
za(FDAiT7Lc(1Fk#XwQC=R~L9W%KzGS6^KHzI{xqYrj1wixNWpJ7=p-6TEO=<Q^yps
zrQ9=&;1+^NujnwjLr!l)nSmHIv6RY0E%o_cpP~l#U1+171a)}Drg12laF(-mnqMpj
z(Ig!#yS$T$AuYWa)*2x5Lmv1+LL+ESjoRo{YOpKrVOEDdv1W%FF~2cf0x30>zTT-(
zcg20)#LnssmV5FcGA(Tc>A29sMn|7gpuxJ}z1evo+X<DEU*+Ue)^4Y}A?-^1Al{hK
zk3dsXq<Z+1a#Rn8)Gq`Ev}Ek@<>t_174NFvGxsmRJZQj5iA4nsxf`-qwa2N~V&!ka
z2@&vYZQoOu(xyfoh=m3MspPh}>-vPHfz}mN7A6w)RM_T_dJ}{R@fdvlO(~T0uOfWz
zW|+!H6cgf9iDoec-q~sH`N48ESVriD>HiZ`6y^z9*CqHBM5u@o0c^HRgdm5SND|o)
z=*57%3Vtdw^MThl`lbmS@#|ELSF%wf_BUh?QT)2!##b~QqdBiiO0-aA|8BLq3Qz+&
zS)uIg!eP(UDg@v4by!IOv4CojJp7B?wR`YL8|jVkN@aqr1y^Yp{w0=!xvKHB+;J^v
z12uUSJ1PhJIofMD64)X~L^XAC-rr*RLN?z0X>KZt>_%y!)tNzy{#`(&d<J=5MdkX{
z3-=(33;T%9YHmUT+j3pQz7Q`+|F)&7Aw9_l8NVh>b!AvD2KXe8MO*f9nsP|973Nh>
zNwS!UIBS+x!FdaQ(M_?JrSIRcDY0l+Q(v=}|HAFQFQ*!+CPlPCjD!U9B;6wGcw9S#
zMSBSu%fp&==X26tuTZH~#i+dTN+MQ!t{C!dx!t6PrL5ubHk44I+#)FF4F}Cij{y7g
zv!Z8^r96+3SRru)46WDJ?Ymr5Ij1CicsmUCMYmJ&$`UI;FKxGOTRQuUi_{VQbmTt}
z9;3{GlPD3BX@&b_Zr(G0p0l3bRys?bax(1r$aZB4fkFeZQF3@J_LhPe@QVqV|7nY^
zy3G)M?!TMG|NbHVBsZ*e^S|)V)-%`!SWJyX=BC3Ngc(6YgsP<qs=<ZDZzB!(AXF%@
zR(cvFg)Wt>SpG0K2vO?x6tpZBI#sU9=0jvr%HU5Z;+7$vco52;EjvWPg@Pvd5~Hb4
zFAP4P6#9c{SUU`$ZGBEquRr)}xz^|sWKDAY-XAnz#<`^H{>T76#bSqDBgF#0h)IG3
z_e=!4Ux%ERS4+mGehv&3b|!e27U~XAqBs%b!#YuukOooY1Y(=t2S@AafwA8bE>Xj6
zcQ7X=Oi{r*9hq?Jx)Wb{i)T+_ic7Zf0IF@qm<w7XG>^B^of9-JTx`VeUa5i;_(EK}
zzZ|(+Bs4b^B1%zo^+;U=H|k$JXIV=v@@B3$)@?pXoG-ct3;8s@_>=eDr2;po5FBC`
z(ULqy+be9V=}+wxuQNjElEOmvH=x6XvdD6PHAp)QSOwhgWU+L-aBcyNE`}(7^MY~U
zILO)6SBN00N>2_RtjP%HNn7}{R38$;=4!xqU@eZ;@8C{2I2p-8sZ7}45bE1az@mkl
zF6q(u%M;8aly(EWY;BB(=ijkcAisZ^t?|G7pc|Kq)9W<H59snfO1Xp~3Pz$JG299y
z5LqpbL4VB{pyE{fP=IMg02Ah&rcMyuQZB|iMr22*c}@=L0xTpP(A2Y<eiCCbp`<sQ
zQ#XH)zN&%2kBNY4UGW!E4AJCsig6h3t{8(;(YR=(e<T?3Y3d%x|HG8a)AJx@dYh|u
ztJx@|ADSO<TVd31sncJx;*VurjEsAaHdoHn$qtL4cytdTo|b@P$!uM9>JVgIp3KI;
z<R5pQIqNN?58*!q+GjZ~AqoTje4KXs?bxr5S>Gfq#2G;_jDtx@+3WO(o)DXkjyPZ2
zB696-*cJ%99cbb@(~U^N#1t%~yWj4~akY_Jy^u6^ytp#QZIh-!M^ytGiYw<}(e*cm
z^xg@q_4V}tsj%m1@0b*OjaL0gMRunj?>2E}Hav{3X5kM={kr|oG1xC!*7TlT!gNy@
zG?vR3J%YcHDk`6FGm)^59QgFZYk&>#%qIOf=tOO_gBv88O(%D{2>TJ@5p@x_5qp~X
zTpwD=Me+7^yFe4$STC}Gx4k}gtw(R=r@;SjR`0?PB@=Nct1D3pdo6L0B!%W8LF*cB
zlm!p4CH$NTE077rW!oZp2<lWHvhk1RuMpIYT1?sE$E}CQM|fifoT&&hvW)C5Kop85
z!T`Cz4kodv1Rf=UHf)NQr=Ng2=aDm#pfOsItXUg#5E>$|L!KcfJsY@&RhDWM9dVju
zYCGSNpg#hTuKIC}kP&dS7tSD{EM3<tgnaChrptsN6-b2iVFaDF5poWkX9P96;A2TQ
zLi%q%>mEPkPw)@3pWaZPDLM<4B%77GspSf@oY2sn%A~)a1dXrn(~9wXH=hkssy53;
zD%Z#_c_{^}rA&!6c2~hj(;5wmMG8fxNK@-H41_7fa~a0>h#AOpG>RvPu}k~{JcLea
zmsko^7kd@qga()de18~q9)CrgoqczHEN}hkdp|o_Q(^HmNeqB=hy2s1l>Yt=%Q~JT
zSaS<`$aFaRd~DOmDm9TDJkMNsO4J(;I38Cg(tYQ)ih-_4W-AZr30PBvK;#c~xhnBc
zpq?|C*S|FC4vO_II6B1e$Bq1sGVMT08maUkG2p6StT0$YUWW&t*S_1wajhNJh})4K
zoW6`uNG^9*VZeKHUC;sT-4D7+A_DiR3vEW{Xx93(>lvkeU+P-9eOHK}Z-c8WGuWy0
zdacyR=7yplgkKl`Z)fcl)=X39`}s4lPu<P;`Tk=y<c03%@WQ6wA}}@Vk@uRQ?+RX?
zDxM=L%;>j2iGLTuQFyl#@nfu)xc+8+Mkbc51R$F!CafjAo&+$^EQbC7Gf8-B8I1RU
z)&62o6_gNNIm#o>X@6ca9)w}JZ`5d*c{WI!V#fTDWCg4AvgCz$g%Brlgqf&|i_ei5
zLVHG#D8JS5O`5j^dQ$;gT%!JWuM4`J(GG*LPw0wDbU{Ra_~>vRlUM_EnDbjQFQ>{6
z?$w{@?YZ2ot`3&$NBBD`0lzaTGGP(g1?zj+xsBAw;=f!)Vmpa<B`2<pqSSB)kZ3e+
z-3n7Fqm=)2bpQ)}0fB1&FwQx_be;Z?B_xsjyz(m7GoQr)!-Hxavw|PA!R8u^P^Zw|
zBeeLjLDIZ+!-jepM!~Z8yU>4KDu5d*63JSSlNDE#NC->wDwbyn3WIx4_8lc9hX<Zc
ze;DkWMQhcACxI%PE?4U5JXxq^*!b+ZOnaD{a^>ZDYy)CfusSvblb^o(gnrItcy?q^
z9TRTqYgQLdP|mgt_ilXhu=^Mf=U1*A9$9l(3!eO=B>%hN9Zq2B8q4X}5VN4bYpI?`
z!{Y-7UUgv0+X@wnn{V^Y4RRc6?^oVziAgo3bwvMI{G$f=qT2cTkHl0uG*}4ifbC*w
zUN2;RKue{+x6xCS^j<+Xsmm#7_9!+MLPgojXh9?i&H?DdOWJqli^~8)Q_zW~m(l(s
zBP&<yzL^3PoKakre!Pq-22y<(%O9P~k*uqw%y`tEr&m3kFbHoh?#$O(tFCath%XLh
zAA1xRv{SqX0la2M7`|&QMui9+-{vJv6WL`Cs``O{lCGlxEcb$Z@HC^)Ww2h<oH#Dw
z=voW|dgcx9;L7mP0x9H-U+>l)g_+FRyNXx8X2y)dIL>-LzQ8GXe(;s+nN_+fyYWMV
zFg7A3f^f3m_LBA47B5Q>pE7#p@R*e1;5Qw2H>lSveS<cBVs2}F9)kG2BT7EKQKxpl
zQt&ftMFgw1xvQoRggoxgF49i{s2-!#@1Y>s=;?lkxuvgTWF8=d9$*yEW}y8_dKH|b
z&`Ze2-5xP32*-}Q>DgE~{@;YA;G_+NvZ_e~wh?*nKf^9OFX`5`>lk_YR0AbIY|X9X
zMAkez5IkX`rRXUxlh4j-MXv%Ok>cH+J*Q!>FXR$C-9~j#27QO@nRI3A3x!zhOl}~s
z>|E&;sA(Hdv@cocoKC=NrzAFCj_0eDqv|BP8lRN~aKiP<f*kY@6ly;2c^G||(dA0V
z$fW8Qizqp`q(b!G-Szy~$%kT%-njtKhjj*j1T8;yV-C8bWsoKwhAII$U%H=h(bHZ9
zp34P})-qhSOZm3s&OA}{t8|vsm>tJ`a}D_%za;k{O&3UrJ;G@N7NL^XSs~qLS6a8G
z@^+^MO%q=j(&qWogX;JgPh(x|8%6Kh2LHCbKZ<Q|eEx=9i_jqhyIZ}BWcGUP7|5$?
zE6FSZvD5P6U=t+B0w$M1AI5BX$H0#DZyhJ^5Z7Qq*k*vWS)6|#CD!~F9(0TLiy@)E
z+XHqgWyr95nFJuMe`M@{qQL`}64C7XoGQB|Yjs(4<!0Z3y+@G65eSqrQpwq)*rP1r
zgDLoD(s_eZY}P;6f*7h51l{%%Uv9ObW&t}RpAR-BW%M>*dcM9t#XR&2p8vfxCm4q;
z=tlhmBR|?g=1jLoyZc1q!4@xk`u%{mea8UAfgRz?vNkX{xmnlyBzDJay<Pp&w!MUV
z1|LFAq>GtJJ=yiS?(fyg#PR?0%Ye<LER(!Jz_NDCs&{BVU-wgj(L!E4A11d!J->@a
z4jZm9iBq@Nl`EBHX)5een`VLE<5j~p^B)m5H?ra*KMZB3)hhZWl=t^T%p1HF8`TUv
zuoq|Y3PGFe;o@Z@mcgA$Tv}Pg?uI2Y`BE8eyizZ^$Ia?b;h_&zUrd(7)3lKBv(&ri
z7%yl3zAAzQ1Y!gzuHJ4ZH(Ojrkr4PUN})IIleT$wTHa?jpX_-*M{XbAf8pC4T(}?P
zuF`v~KBqkibt$y4Yny1_WFI#YC9M^9e8;NXNil4cKU0$LbHVF3EFaCQcUEBib`y$b
zbNXUC!l@JmL=E)ktY4A^xgtU(*GToka8$l(VVGDpq+wLjC(cri*96e^;hAsOBusL+
zOQ(b>YL|(!-)k|RFf+0Wb6w1bDFaMc$o34^ux)Z9O~?^f6*>6s2I<;b_jM$0DEnYK
zqtCxr9WshnY5Ht$wHbd#&pD^X=p*dtOPw(gWTo~wsWr~qcjQ4p;X`d-4-%!CcwhnK
zH$LHm{BZuO=jBiTY(%ur6*P^a;xFq~#Ft*u(uJ%BKhjf8+fdl*PD474^5=HgofktF
zJq=s<QHhFyL@SymjESa}^{SaF5sQ1+(K?9OaFDs8#xG8hY?#5Gv8J#&G`ZS4R=5dB
zSoLCS<%`~?MO?_yv<TgNhB`-Z0LIxot{*(R`J+u!(KjTp$>3$$Nw-IT++&iA+YQJl
z!mg7_N~ox`_{Ap2<EHDB00Ow|Yl)cyX^G-Hc^Xi1a*TRjlS>AvG|yQb_V&6}`7b|8
z$V1Fgr?d<d(q!-)@v~CFo#d)89Xe+I3Me(Hr1V-Zzihq?OZ>IuYxA<@b6W@1|FIhA
zDVw7`zc8mZYx~fkJqWw#S7V+W!*OIhLlhmJ*p@S=(xS=D<jqTm(wka+=F~2ta04*1
zc>Zd*)e!-tz<C8#B>VCgnISk?#i_x2_QJMT=qDWFk3<lEIT&ZXyBA_iECuPtn;<UB
z?q=@&28ekfUt6Q@#w(s8A446)8xd{iwM&l1>`h6CQD(~wrKW(%_YbWPO9_<IDpkl6
zdOfZ+hMlK`*q2!%iVe{)b>n1Et8`uY8lnV3pRDfw4iSLkg2&Xcj68rgtq@s@iZ`6J
zRUEXPQDovSSubyyz0@7fc$+_};bZtLl@oM^v`85Pl_z@imB3{o&zFqkS=rmX<}%oc
zzp57}`b&&r?`r+tXR2*34*L{|Xi##!vhVOurn+^t5xNj*Pb+bT=qpyS2-JElots0}
zl`l`L8F0I%OGnN*dovA-CC{pFS+ie|CPrOKl%$HKS~4t!P=EWR1l>C7PYgGZP5==;
zFazy6O3xcuUB^J}v%lfi`MlfI-wzuNeEf#*;A}{1*9MjPGkmY|8jh+3b~z>S9;__r
zpK>2y;5k$pI2M)c*~_K~*(j~@4VpriAf8@;MmcCFhKjRy9TfcHkozo0Q%fK7Ta1pE
zT23p5_;{4NcL|1orutt`VTcmp2U@)bo#AB=PVO+*7uc0?mWXWE>?oqEx^9XWKM_<_
zf`=ESB#0Ou!iW{Jx?p(TCF!<Z1`V<lOY%gqjY8Q*#71k2x(L7J=}V^D!faX<SdG9y
z8c;-S{~FYpk|eu`n^%b6;I=7XW3E?bBEAv6safq}o=gNiV^pgZu_`gJ5?+f71OhM|
zR{ku-hFm3*F&wrG3QcGtnA3xbTrhMMj4Wh^+JFSN^v(kFb*y)s3;h;$d{>9G{aAVY
z02~I~gM43Sh%)g#6piab{1m7KvJDk0>ch7WY?t3+yzwtS`}WIN83}Ni5kJK!;jQ~(
zk^MnLndm{`^4E=DqGsIzJqp`vJQ?Lbx{icJcLP2=mRGDwH-5BaF9O%B+_g|Ect&D2
zV{5C8Hs$u_Ysf7dut`whofW^bD8b`Q-tH7h?CnMO5F6s4-R&bJynD8kUaLHD@PVio
zvmAfoE`0`RwkHH&X|(;-B?1lmkZmlV3|m^6*mB2|pCrFSX~YaA2p!)puiKi3Bzxqi
zVE7lTv;>(0H$T=KIyPtIA%k(ckSC9&nix^u4Wh={mtOPUy`(y!yxfN22=Wqf#RL&i
zY-wP;5MO|SOZ=Y#75wFJc!NrD$aJouA`)W;*aMH*1Qjw@V@3%oKvJc0m%igjJTWt`
zwtZ|rEQ0hgWchJp>A8n#>NM<F_#dea5L{!RZRFGd9sN%_d0bo;0+>^en!Il?D<WBW
z<AzBuR)&ntPiuI)A|d^$#dk3p<R$dE5Sr*pG^|rrZs=u-Xwcw}8U1X0s+|#fMV+CU
zPrb$vr~~n6Rs&_B;=J4<3w8*B$Kq8nFOM&2Ie5q~fPRT>tyZ+#*Pz-gfamwd2i*Ji
z$e*__J>4FKgy*vz%xMQA>)jp{^oJ(8Sci17`hNpvQuTa2u;}B~-gAiFZ^QLAJ)RL!
z(pE1&Lc_b2odyyXR8{Oj301P%AXu2m0E$N6As_ukeddTWq0Hcg|4_8#A1jrHE0n6>
z0-^yNaSFVu^gon@NC9M8Fg;KK38=+HD&1g-(zQW|evpwrx$LfRuhy&B6T6{%j(O4b
z%2X@?De+VVJQ-%9N-9CTIx?!i@k#CtUi;Y7uPN+WsL7cYj7b5rh`E8^0=tg>q`?8x
zC?s+hj#08vZ1pu~hvPfHiHq1)FUo!jZYTxk5(A>2ugLx=4oE{Bs0<syM?Y^_<BGBH
z?^0$8v1k>qCLgu+5=0(G7V@^l<3xok^{l8yTpK0ZMkMylHY-I~+b<?|0enxfKD3zA
z>eL0qciq#|cu4^@=W7Ek^<Lw2mbew2b3JKjS%aDy_XbU|aa@0QLf)>ijuUx@$8Tu6
zzz=Coj#d7*m=pka_~YiooXk%wCC9^5z01z;C7n0v*6;6be4t=Xljxg52%T4R(bVlo
zy>X`cwhC6xSBl3sWCa?i#iaSJIct(v<89nY>46?xJMmNmNc$_eYR2?OeY9e52#3G}
z*BBqjAct`u35jkRTuXxrAcL%>CzeX7M&5AWW$+nEjS4^|T;gLFsJnyhVl}Og@ZfEl
zdZj+(%~V#HKaFn_fJaTEW$X&M0wXRxVqbDU?}}URpRIAt4e*o3$VR%(YrqW`QOxz8
zMKpkHzO~6y^B9UqYzitR&h83d03~e>Zk$C;#35a;U?R0jyh_-j4wyTJI0(-4S8{CH
zH2m6#LIJSPq*xZwf2lzdiHas)=`t^iLkz%aa4gjcqE6FQg_6!`YYwAm3+}bn;r!f*
zmA!^r)`JOC$WfxEnEHJxsqbDK%!~~x+z@yXl>$>}8+4V|h|ZGA>>STtG1Y82wpA<9
zA7tM>vs0sMNp&8)O8gm%UJW|K&3||oBCMYRp<yMgDZQ<enoQ%X4KD1vk>+N<0W+bV
z&^5-*@*Cu7S^j;byuGP&*&TCke~~}E`F8Y2s-Jr_w(s__@k_4#V4<o&O7V}(v4d`a
zGYh0!M)PzJv>3HP$!+v?SvF6fUW0P2)#0&$`Bj}T#X)zENU$NvMIZd6>w#mC#*;Qm
zl0gwThLoNn<0INJM|e;Tiq!R@qB!D!H1z~QS&4{1y;^ASG?XTIAsVP@aEih2!E#lx
zfD4RvuE43oA7SHtRU}jlHx>rnS8i;WBBOkd9!KmN$H`Mrq&Wy;IP~_R!qh`wa8j>w
zzQ7>xT4<QeIVYE0#1zeLhmdE&MC+>NMY#fETcdf6o#C<Ht~CVE_IJ(vxC2003T_4A
zbmxWuJn@nv?uGE)O7h#3R%qbyY=$A9jQL=}NE}cx0*ZzRI7p(zE-moNJmTCrA;cQD
z#;4+Y8U5yjJ2AC;m|sc14?M`RZ&|L7p8yZN`!5O4+_?F8mi`uw;g0sYNRyh)YJJbN
z!2ApajUA$v)Anj-yYZH*xx^gX<1djdV|XbS=F2X{zf#3}NyxS^xCoAp_l){v+KpsN
z={>|-tRg5@Jb5T`)Q4!tGsX`-lEI4c0#mG%=NnO@IpP^mmMAg^I4q6rPX_q>kMQBd
zCB$|xDew&C-tlQ_x^X@R1l?KJL$Gkl*_KJqX0*t!R%4g^W*%nwryiVNiaRt`hGkN^
z59uo&+^f*6{@Ip@Eq^X{FB7J^3^MxvgQEOy)cvNK*-m?AmA8wGFpR)`Ee)x<X<_d0
z?rswHOz}SS1Ci_*S!))5wJCBVFDv}9fFB29qR`O!LW+URp53+)mw{Uk5+0hx!2h5!
zpnbG?l@-jsfb#WAcJX?betOy>VL;}>hOA4;{|=Lyv3awV@F5lgyJVI9IV#(&aLA=$
z9PD+$>M4G6a()F}LDQt?<bg1SMaZT{0<#haf}lml&)={>{I-tqfiwXustLLkv&Vus
zSb{|YLjubb27$A83bFgO2fP*{FuU6MKe$a;pApKn7y~-s8D{Mtc*)cGIC)tbbo*>z
zm2$RaEw=mC0YqUf5C;KqkQ2xh;=hBsfKui3v@bd@{a@T>SG=xaZqfc1q6~o<b0d0_
zzlY{m^1C9t`vfOyz6Ebex6Azb?xzk>Lq<gC0woQ5jL*Km@0e5i2ef<#Op~#MAAYV+
z@;5cG^H*x}BkK>=cw35dP;42s<s_-qud;9*TW4f$f^trh@Ac|^oO)*{8jya8hg;TR
zCwUHhn7MTlme7Zy3f#&WLda#}z?ygX2|OymvNe{UoF_MsGFv*lg#XxOQEYa<{PZ|b
z9v2sQct-a6xK3~F7_{wt9U9E(oHUF-R;^nuGqh+I-RraA+KI$3L05#|a7NOZnNZ@Y
zghWWTH0|UspUJ+7#o($rNbk_o^GQDW@co|7Xi%HR;?`|wSZzkj#8mi&pSlX(>O|2%
z{_VuPsMP9gLy<(k@5S}e=Khb8tQR>=e1&#7(9WTgyxio~HF#@aDt&VnVL`fLHSXSf
zVFu>zZ5`#ucg*q<?DLWcrlhTiG!cbJO+k<wphFOMGw~4%>OxGDS-{De*;V7)0BJ^=
zpha1^BkfRN7JVqh)nF5S+Z8a(tB*4YyamL6kOkgqLb`~duF)&``F$_^)~;9Fh>qLe
z8WuD4JdaD|_j*1r8aiK{T70&pE2%EtR$Kktn0=6OJqB6vseZ1ksk-^Jnn?;^P1C&U
z7>)DB3cNPy`lu(m4mz1DeJgG`U9OZHSYEHJ=2ywi{{0;%sxP}49t+j;`)qi`^Xg`&
zxXzb3jY5#`wRL{(-n{0fWQp~vRK3H*;G%We{pM%*rU}Ge#wH8%7|NoADCnm(eHuT&
zmW8TM5_L=@ct~Mi>oBJw8}1S@S)jW#pOCpD#{%<4EKYv;Y|zz-L^!w%XZWU<^`@#I
zA4OJMQ*Y*<Vc8<@Z8#J+2MM*6mkU83a`AD%<142SJ}_bMO2*c|yQ@i(6`pQ^SVD;m
zq++G$jJj`d1_;ec6($02(!iYY`{`%o$Hn8QUlF^K)PCJpU%t1ch0bZapRYQ%bbcza
zAF(vjRPFnQfa`XH;u`S`ERw{ko9Ec|n4CV$Awsm2`Sz}b4MHfUZ~9FjeV$<!aduu|
z#ZES<Olhc|VP2q&YYo!eL@z!v`bh9zV%@D_^jy)jJii{uoz1@f{!!sNcS6__cUvdN
zM)Q1Eb;dSJPe4IIId5?xhc#Dv;nDc$>Y>cbGuJ+t?c9}AQCB-<W!vm7rub7%O+E%o
z(`~A~*M|T@9-@er6>C35l5!x8F5Z@X*1Lp+d;XZMiLXN<cx$=5EZbDAIs;?L>`1mN
z5t2TIku&F8QR?!8jc6kY%IHtHfVS(dXL?tbo=+_ZCZ@~JZS{T^CI+(KOhw}(NVa9z
z&_SLCn}7l8Uu?>E9Z4%2{0h+H1%qt;<vjb}hf|MB0CF!G1USr1b>asHz$`B^yQN1D
zkepZn19-V1rc9cV?&mq7`O@OX#}VvH{$V4OG`SfHn=j70ETNpq#76f>6HZ%Mu(3n=
zgo5ZIW%~ttE4#qzQ*QPcvx<q<;lK{1MT5wt{ZR@u?SWepVn9&$R_!1mIzH4UDvNFE
z^*Qkk&v>=y2mfp7!J@!*)6dVZ$nRl#b~USCn14R4h6!lB^mTHe{hr)FO?EW?tl_{0
zFt$4_;oK!NV{P$iUBuPc+ZK+5(<Mo|LX-Vi{!Qvqm``{i%u;~tmCZd+36U~$N>jf~
zg2qp5*zqHUhp$=6n`|CJbP=|9EBu4su7&o|^LIC%mqqwy(VaLnIil6QLp7XOl1c0I
zyN!K%?elwy|HnF)F+X(Ja`@Lop+T4MCHFGwuz9m;`=#R{oC@k3j2*$WB}ecL&{}IS
z-1}n!Q*ZtOCvKOy3^pBq=U{B>7U)3)&@U2mzXUTcWwK9D3|i0SK)vFI_*ILQMR|C6
zmdPB$k7~;l8zS~<+7MFa6zzypj{$)bJ2Kz(!(^ynF?f0A$qHwca~Z+XDYy7QVq{`K
zQRmwq^!obVZaH$W7W?a47G(^Q^0kRnGsqHrf~=|MRhT8)=6|its)AMKPy&v8CT_{n
z9Ss&KY|gcrfgPYbc3YKv{`ld`PqWrB81(kCQI7VFf~>b{NAgla@WCBSed~Q>o@ZM!
z)MGHSTSu_avK4t=^Bcb+*m|V&tp{1S!OBrxXY;5>-8+DJ8!leQg{cq$-ENB7*ZZA*
zM|z(elQzhoz^R?%Yfv1-=RG*li~8e>FZidxk>4g6QTuzu=S%n1>n7i`E}EiwquCki
zBg|O=HF>RNt3R>D8H2Dmk(0V`)+7WoZ&g?uk4b~@n!KAWsLS0Jpb$ER(F8%8TkX7Z
z3<w;?laWoG+9#NY#vTkVQ7BCBzt4aehbF~<U1K>*q0c<HWXL~zs^lFlcPlo;ixoZs
z(uW#h;SnUFCeDqQ_L?$+JRqRJ=JPF6M9%VvcjUzMVI+7Yp+*=_Bp{BT(p*QL7-imF
zYT2hTTnS)icooV+=$S9Kx3HyG$?31wjelT#x3>-&^Unb@R?8>6Ci){?z&xMtKoK*t
z5iZZfM0CMRQx#?D5%$DxDhbjX99Wa$9~anlW=pn_#5Ts1qBTCJPM-~@99{q2mhkM!
zJ0Lr{rYhn=t6;rrl?!B|?`Kh`u?EaQ+TYb7%xC$`OfN*pP>`tS+V6e~@8{&4>~_S(
z&w281?1l6;gP^qVA0=FgGy72iA5gF18b8OJ^A$EgsQ(YgW&I_i)yB2J@aN-Kfd{+K
zk903xe)l5)kryM*%UIaP<Bs0?yV7-c>W5iH#@ka8(QD<R@0CwZ+WVxsD{D5=x=w;h
zZcUuMy}bgTO1hA~Hc)OH<*k2ruVMx%qK_c`<r%0pMi>j;OLK>j`$UX_Zl;OMF8VEB
zA;{M^qK}dT`bNMNaNJFKyi!hd#!NTzXW;;C_+@)V%H#oFvj&&BQU(P(k;wdkyU+az
zb>^3CZ5Oq%v_k+U2Al}W7=)=kjPJhWIg0`uH1t00?StAfXj-xU6K!<ZP9Fwk&hE-e
zVHpKD#56g*n3u>G{8i#vCdIEQpw<k{(y>1Y)12&dQP6L9tNH1x;DZdNPVxW6AtD?I
z#K%45(#(T>?AEpA4g?vuw6IET^O6<w&dBA)K5t7OXVOe>9LsPpm_qqGU75LV5#afK
zSp41Gk&0n4%{Fv}PJ5v)jI?>brv=^Os}y(V_GL3Ww_+^Cijb~?I+nql#rqM!H}2wW
zpbGk&<xeDO4czXN0LsdIKW={xetKpW@qe5k`@S|@GFPu3q-x2341*JS{<Pn*Df)b>
z{@7}wbSlwUZl=g;{LJBNq#P|hXYd?06fBC9NO3+kz``(sW(Ss#^%Co&U~BLqc!kU9
z$9gIBS7rOqKW6v(I0rcdi-b9kRctQ{sKh~M_f&;76FR)g-zX@azAi<=VdZvJ#MU?o
zK748ON*;@MLb?@O;v%(`y5A%<OEk)YM*9L5kV{6c9;yp(cykOB(XvtJ<&S>@>KIN&
zUMBxT=20`eKY_Gt1SUFhT{<xdmf%Us3mCMgG*VhA0c8XWj_myCucHTp0+EQaTzryd
z#(@_(R#+!KUO-0fs)RL+1|t&lN7G^r(sd{eHac-_#gI{ZP!*qEvDH=w1zq_iY!iJE
zGPjG{xk*MC6*_ea_w0|}Kp#xOGLHi%V(?e^T|&c($d=_(I#2Ju3G!hQOLa#~?!j@s
zR8DKOb4*9uvoG-ejs&I>V_IHs0cfj!&DNV~_2J(Pfv3*FADaEs+ngzrmE7Eh#7PAD
zH}w<U9!O<a_IKC33ZsyONWY!Y(1wz?y9B#!dELx4QyNb#s}~hjXRDbs{#iovA%XW<
zfm*2L&(!z#O*FZ-nCdqsx!7Rz%TM1sWT#HQRtjxCS(NyYJq<~_)+>VUh97$ikPSHt
z`Q++lGNTR4U_q)FMTvwkLBn9+zQUp<s={gY*@5;uDg5v6Q$jy5N2FHRb$3#f#~$a=
zB?}uv5)Plj+iJmO7eZW;2jNfV((N536t<500!P6ggqW_L?jcBf_|iLdiqv94w-TrX
z<;=x=prmk26zn~wmiWSdNse@&SV_S`B*u#(@e&qcs-oZ!If)$GCvP#yg^Bd^+9(vE
zN(AseHVZUs?N^VJI`XI<kj>6P&JH;XLN@ckq1+_P6v(#?NH1-q5mOf3y?OPy7*yJs
zE^m{#_(!owVpJ}$U^DRk0rOg;@!?gA8QIQC7-!zq{lt%lO}I7_!G7oA&&D`!Fm4TK
zLI?TXj@eYYvV-gs#~0;JGXS<2O#Lv{y$m)zracoAN`*~vVtm|hiRJATy6B&?+U-FZ
zopxp#qK`XC3Qs`N+=rSt?tZY5!~OIGXy3EKnM{rB3Wr+p_1MX8>Wygn@p=cJF3<mH
zM&#r8D!kM9mLB)E@At5BfR+$M2&Shl>p)<Y?9To<3bI4rBLd|~DFdVN$1Um2q|gWl
zPswQb;(T{t0*1b?=IcYhO#cHnK`$;xI+2@l#5j$;GoX&(z?pq>dW=TT3NLz`iz=Q;
zKz|eZ*7wnx_TDAx?}NJ_A9eZ-FJd#MM|Y6B4EpZWwTNH}r;L?mgn3THYm)eil3W%3
z%IxqJcVP|l%Iq1~zl6i4P?3fnC1G#hC_c=cbFR!lXx04;hniOH^Tg4C`y}ho?{^5k
z!_&cgJ-w-e9~>o9x+7|_6F;_sx+Rm-?oVcuo@M#<x0sw}Dk|t`Ut6@Qj#aiT(2@!f
z_qGO>E_u?Vul8yTBr*R~@GNvMV@=-@PO67@wcY2dZ+h=b=zP9^KFeMc=zToL5G{kb
z(~w>p@xf413M|q((v+R4>;$6zv4FcOYIqC`OQN3W))aK8(!<Z1#MC8O3%tc71?0iL
zjqdS?r-V&Z26bTy1EFoT#`&b~IuN<mk=5tmBTbxkU$fF6O%#*V=Nw{XRWk-?BICyb
z5$tGyzlou4tW>rU1MvG!qK-7@5o8_q)HQ}7O;`mvRuRJkb;eno-9lYL`c5$VhPG8#
zh{@hSLKPI4wEiE^{FiXd^b%n4@i~R>yxZki`2yac92wNL^Dlhd`Xr%YCk1_Yzr!V+
z5p+v$yntu-50%^Lab#xK{vNyUd0omA`P1c5_r3K#??l20MdR;{)KOg7pY#P@t(4H=
z-{|{Rl^ih1dpo9W*X}~A^NRfOcD2BhBJIKcVt5hT`LSkWR~6IymwsH3tDF!ekEiR;
z_-&~wmO=aVYabS(tZjLIA;^?QQp$*DKXVKwv2Kgs!=ZKct<8-2(&b}AZee_a=@&Y*
zZHK1S2Gbd$xOy4~(%nDpq$AIUL0u)Amk(hJ%e`LxXgs(|dYZrq@iNpLCNO*Y3#WV@
zkgz2!fj4d1^2P*Kz5Wx;ayu#Dce+r?Rq1;Y;P!6(1gv`fyyM`<pX|JO^AVsH&ur$&
z@i=OXXzLY=_pK5|-d5?)gQi5wv<pSti{Lmj?=6rS&OXXy!QB*J7pq#z$U+>bgXC|G
zF|3_8fo*^&OEjmCAI>sP6B^AIRRpcXO3K4@ie&L7%4f3PyNzK?DpOrk8f!c+ma?s(
zTn_NET%b$Q=VkIcVLuK*UeP^VBrgmUuqz8QuNsHPEh~&iJ&rjj^0e28jFLpR)utS)
zA#hPP^=s=1OUZ(l+_=WTZhCyva_Of){*l<VNc0uAPG3bj!WMS^34;em4UKdr(<<(D
zq}!uGaZ3J~DKh9=x0}^&dSY4Ww?9F3{yWKE-*ICs{Z_CiCHO6k^TMSYWE^Cq7=$dw
zuYr#wb-=b?%gev`Po01BpQqpbo;VpDqKeUR!Vs(XCYoB8<Qt{xEi;5NCAeHza3lKt
zZg7T^9c>!QcNS%?c>qS0hH@O%{oVc*d}eY?k39Ra^LOMd<;>b5O?`_vOu`LfYjhA3
z6C9@ziXkL|(GIy<<Cn5iFYMsOnt2*;L%(O!GoRoD@a4w@UXnIHKKL3Jo7t-Ik_u3E
z8EB8q>|ziHrN&}3qE{4~pcn}4WDvG&Vbj~jo|YzqDj--6n4%TQA#d{ydKsFnj=U)1
zxKvq}w+GJon$*5Kbm!wIyKy3`u%%Cp(y{un?%ZAQE_=UP+(mK-vy|%zfemO2+M#5k
z{2h&t0Eic4yQ|B^E1`Z6jyI9i2_3zzhRQkF>mnTH#+GoHAWYk4NJM_=qNHRSlPD4>
z57UnYK6izGi)HKNk~>^CzjoXwCH(C#YI5fW<xD`VHh{)qRuVjE$&RbL|LzFA%WMG`
zxn1HZY*7@~;0zeU>`;;l@2e-tjvtoJzql<Pl3=#Zcl-9WqvR2l>iHkSwNzkTK}c(3
zX&Wl$J+(00bzsRAGGeMxiDY9@xLM*GHN^9CN*3&EZ!J)y#4~0!kr8BpEfsJWdIMLT
zM+^WU_5;c!#OP5G3zzV7Qh1YDbnU3epbTVp&CPLi(S8?cQE4$8AyOHpU6Pj%*^5ZO
zo70rb)9Vf27GKoV=I^<1O=~3C=QrH)GTA8-S*}&fgFa+u2&`+iB$r<?<)p>&dVV5z
zT6$%x^N88p$;Li@hASc|G4@8Q!=2Pd$1YI9$bhp5qpbVF3a3nh=}J~&rM_`hBJXB)
zR+esY8yNXtL+n1}sFzo@tSOeOSf6TjL?P0$+{WGr4QCF3m6d)+6vz23BW1oc@KYM;
z8VSF#%YG-X97tpnL9==m>g0nBxgg4`_1&RF=j2vzRjiW$%(|QO0w}}TYozlaV<9V1
zkqTR=dg~W|i=G(fA|6_4{2J4y0^&C)2q@NrD809xOuG&X&>OnPj@NObPKLipLJT=_
z1w`z>dV3>OxU=(2<}-gOrz`TDARlNcK>3`7u0>$&k}HL#=(BA<77y>u%e%j0o*NhJ
z)$kTujhL4d)m#kHN{ks7u~<mR?pqe<i&>%$Ggo4j-jViG*C)jcpUE_cwo=(u6>f#Q
z{KHjZRy7DJqcMyZg`-yn+c?$_$s6N2_(iMX;2aC5XRy!UrUTTxt<lqr{ZRXzk87eS
zgtzPO<?2JVC}_o!|FWlLK4SBsZ{7ilWO&0{*yf4|hoU}XrUWrbxq;hXAT<L#BDYb-
z8$x@1Q5z5sK!~d4C8t{$^6a~vZ8*<%0HXvyIl<6>42!?V`{SaUITf>-uG1z$x+RAx
zfy!oF(DSx&8}Kr9e(e41yskfY@vSuAk#%Fm>RqxQl+vLK%E+_&HjQ1Y?B;FFXm)Qd
zT<5OroqM)eV}3#j)}AO#(T#1!s!kVh5*(Q_61QsQv9*?gdc^*VJFftfa}L)zibJFo
z602<tBM3p5dGU{ME%rex23-vBg|>`vsM#^Q%zgZpghhM^%)RMKL(b!H562vQ@Pj^_
zttDt+l0c8yE<toLK*8qA3?1)GFBw93-yR0A;r!j_P||=69Jp0hvqyXn#Z4~IWWGMt
zP6%MP8$6%i`nHZmusVh)!>tQ;43^rJ5ycE%q-f+F6cG&nq(&Pnp?sKgt1G?ejGs!g
zAK&V4#B<Hr-*g*??nJ1NCWH^pQgjG&D@N2x*!G?WpQqhzSW~p^erNcTFryzb$Yjz*
zWF6UcCgt9rHwhc<!2{(R40niuv4fez@Pm3H9EK?ctr+CpHgicmM>`pa{D9=Eu6i(8
zJWe#D_V7wyEKnj!g^TANZGvpzhIn1dZyj_#^<cj?LvkDj#W`-Q&6x-l04jgXA>{$+
zhPa2IxmCi>B#{txE$z$l7fYGgA*~wv+>LnNujXI#n0erCDsonyqSp_9)*+3~pQGl9
z8Zdz9FLHdA0Sg++Bw@CJ>t!E@R61IdJDi}a_#!KL)qt!VjZxJ=$J8l+J$lTDM@6;!
zAXnseF$NPohYKUaD}z8Oe}GL2_?3omtQZu1DdXZiT-`+^yYFOi(si|DFx<TyeYmsP
zYD^c-)cy@F67O)iarC?KksID_uUfc^JwK*4cVcWxd^Bp>T*2=&a=_lwmZ_FcunUB?
z_1~k_4@y8B|I5+n*G~Ej)90I^^~>jJfw-sp?9@$=fadoLyKo@sAR*wfCLBuvzyN&4
z|HI?{8ja{un8Gd8$;!SZx5VChNtE?kiYErpZx_g5iGE(6mvM-Fj}V0DswrlZu?~L5
z{<Hf_ied>nylV*~AYVfnOHN-5j(x(w2)U@|Da(9oZ*9a$!8s&0d`-7H^J7{|6mgCV
zJl~Sb^(+=OY!(6qTN|iHgyH6+1Vk&cfc1LoFL5kr6gdvw8&KomWjRp5;wq-2a|hXn
z?KB(G#O3JQqkidug7qAjTmw1diHd3l`;4PH;A<uFyEj-p&C2NZR6s~0xnsW8w%s+v
z#ouq7%HHW3DuIp#ti(u_&YV1UE8c%EyN>s99o|S&S6K=(D#XhEIdcsi;^6h%e%px|
zkWg0g&7rq0XItJ?(N1d6USu_ZSgyR(EjY$%F7PHyHVqmm^{s+mulqt;pwEhnSU2nN
z2L;5;6iec?Sd46iyAbiv1^Q6ge%^BLD+&U7fzZkggpr3)Jn1P!K<=)^l)V&gUctpL
z1B?2TnEw(3J5BO&d@>a5O?>U#@M~4@+h<vRdA;-mmJ{Sqbp-t-Cn2^9s@5s8Qq8sW
zZ2BG0s|{$N(c_tP#o<sWz-B8$f|wcwOd54&23``!E70x12N+dHjjZ6xhK;d)@QWyI
zRVOoZ)HqiLlCRB-N^NV?!s7)fjpW<6Mf=M^1k}=iK|rxZVKwK?#>I;<STE^s;CJh*
zkkW>d6)+k6qCYE$z`5&#*oz5C016=N1G<VB(-K?X)lk2cfKj<7rmJtW1|0WFVVjs4
zUj<yZ-V1wlyAIsfk^u767=KuyK+e+jLJ2q-_GNxO!n=5%DKtO|k_%DO)cuT@$T->>
z^<`1>C%XEp0d8F6Y6u|0tj+aeHumxW=vpUDeXi-DLjUAkb!GvJb32&gz)l&f->C$K
zmTEvqKV<09ZLz7M5R7z774<VU*C)C5FjRy9w?XCdsx}QwTGBKFZ9n{>p44!MPFvVt
zq1whD^X80z2RZn144Yk;FJ`M_h}v%4F5x?gz53*fv=oFlHJ}pLIx)nTJ&W*2AO-fp
zmirW(yU!Q};_n$q<`nYP(~wSVGYevA!~h>nd2O0$t&_Mz<M*~*Zj>}lGchQPmqRmw
zd%Eg}jStgZRfYeLwRa4!tZUZ=D`v&6*tSt&#kOs$;)-om%nB<uDz<Igwo^Uxe&61^
z&*|OW=k(RT@+a3?Ym7PPGspcrH<I;UjQ7VG)O6psm<%6-icpUz^xW?O>Yk7^83{K8
z2Q8Yn;^vR0rEAKek<`d4u8g|Dtw4zLNNy@rxK9oBi-CW3ZsVD2d%%a-3+wHTgLM7J
z{lXN@-CCdhYzqZ~63`)<%f88<!|$2OuIZCIxUkRKREZ~Xjg5DY#=A3%@-{^!5_L(_
zyFI{4e|io6_S=H{M{?_wGdHi&HPTncU<ipxE(I0CA3!E@3_)PCg*E}V`3%QJIa*`q
z<Q1wO{bzPI@9(ox^UiBOlHF|?gC*uN&uQmFX|6ZaK|rq#HjF$o^^{U7(LQ5><C0yC
zGe;5YkFQoUf;t4}x;7TJ=qeRn?!ti=ABDEoVu1}rG1<0lf6I69oTyY$({}9m$>RL^
zJ_qI<1;n?!6IB>7H{6?iVGOzroVusA58!TQsNq2vTU_0ckcKMK?4I`p+~C|fE>0uI
zuXqHCh<)>SiP?)s9A)DX!r`zzZ~QL`aAvyat34~Jn6i@qd~?$x<ZH@oY`U;DK{i*s
zWTUZWU1*$)ZbY$rqZ<c7h}r7*pz&O3d{r9BEVbj^S|TTV{0>svv#_Drru6f&-=xW`
zhOLtVT;3-|HkCK!+%FESj=fpXye|8({dRL*P3A*+a4C@m23FzNjjq2q5BmK(q4`f4
z-){ULp9E5zW$YE{*D*~2V6tfq;(Vv|d?k7ia;iGuKn0U@<%J#-i(&onmi;<M;A{&F
z%AEzdIM_9^TW9tE5`o2_NgtjwVnU0hd!b#)Vl+Z&>vyG74l^@xC<MXL-2h-(sEZAK
zf72Rt2e*TpGn=G|d<uXeK$aQDb^B8?4En(dJh&*1Hzht#Cw5HcVLcHrz_m*7)PPv~
zpv@Be7j5?cPeSm({}v&*?dllr|0~ok{rk}TzW}x6`0i#;Dm%RYTc};R<d`A|#lNw3
zlu7M*1P<2hUW{N}>xz(G^M<;zn@n<jso&u>tI<qPQ@>V$;AH=`pazfpJW=G}Qk}9B
zwYBd3bfVmiPDv2wHQb}Wi~sPu@^{rjL9=^plrx>e5)LXvB?;BONwC9`@9RuwCUf*a
z!+}K|Hv_YG$%S`izkZGmxM0M7UD?_F*(h%JOJ*A$Cv+>pH-km^ZVPh37ojKjay~mf
zSFbb^8xH}Fb*U{osUfztyEdk-hfs3ri;_Rfse9r*hP1wmIif4KjAnu**BQO^(%*?>
zD6VZ(($JP9z+&0t$jL30?5daewPsUMjx^ZkD6_nLPim<R5xOryt=HHrOkI!9AB+=k
z7Fvmk8Tih)#rVZc;V_axWu8=P(R5c`t}Z2og8zH^Z8wx!>$ql79w=LSh_qA9on>l&
zA_E(C1d0cg=b;!rZ|eT;<{29ay~pkf-zL}@V=bBcy$JC?r2n)6wGxXMQi%BP=`ME&
zu2+#k0*dDOz+hXhci5vr*FbLcwex+esS-EC##e{5L<!v&^lXiqpxJV`6F)9%t@_x>
zem^J6op)u2SE*6`Kgh<w6!2qkWcs<E;^J>mS4U)T5I?1_)av$;h$#B2;4%-Ve~n5B
z75upIk1}v_#R}({m77NdYY5ljuM_w-J`>|K$1U-7N~U+mq&m|s4HcBv$Pi23{Cvf~
z{7hcVia098_Rfx@u;9ma_1u%`Y&`$Seu4sK;yVRrw>avGSin~0fF789;XKT2lSsm$
zbD$yLA0l`gvh(?yg<e^!B0#0jdwNP>c*$0aEU{b?Ga!oC8sJZ1f!A;h@(bGzJ2652
z#B(1!^SA<S5WzzwdG}W|=P>bA`%o|CvS&kyZsn{>!^Wk1=V`xG?o_WJ#-QiDuf_pm
z1a_@fq0BIH-!lSZEzcO9Z;KSFk9}ar2DM38qq91cX&;h{J^Ll^idl#Yb6nvsYG#PF
z!NpP!Qnd!E8}-_@=`QR?dZw&1hpcifT24I+&>oA?GSq^~wTB41H)GO&;kGm==SrCA
zZIt`)ylX)v>|2Bx{0&*fjf=+`Ycr3OrF-jdp&2bX)jWnfs1j<;)8?j6&$P{;Eg{xK
zhpe@e7tns0yA2ebk_xpv++7>{^I5W7n@j66Bi;Dnd#8Bk5Q~Nk?$au^MqFQ47dS?;
z&RBn?umwmB;5XME#NVe0c`Be<9Gpl^zvnKj_Ginz$!b`q3r^FH4V@p?!=9es+!ebj
zFK(;YL*x*7j<M22YAT)KE+lAWgxn%L+-1bKgBTy$TwIP;oYe>xV$H5tSYtK9v(Z40
z3Ji%j7vJ9#uSgWm4G=cDSj6#>4`r3xP{&A1w<08P7E5H?afH>UfKCJ@Jx@B6(eW$=
z(1zfkr?Y<hp2C^vuRBwHKqo||k#H4?h57PzZQ<7WHz9D*Nn+Oj_Ec85W&Va0VFxGS
zQ`HY;y-y!F20165bBvF=hxuJb(Ab1st~QXeTEJu)DC@3vZNgp0aLLBQoNsM5K+chm
za>nMk+BqR>>G>jn$C`kjY{5_oCTLYqS1I?rLr(dN;q$x@Poh75L`F)memYn|yN`ep
zm>`w@V$4u}087YT*<T}r?=~i$V7T+Cq3)H(2@QyzoMpB6>D-*cbXh-m30Agw#XcUL
zf8aWt-eb2_Wt%DXFTLi6HM{pm8wUqa65A_h<~QU97HBP=p|=`a;Q>uirr(Z5MM+BP
z_l*LdkL#9hjgQ5!x~)0tKIZ3WW#-fPk?aAcy_kcuxg&GZpEL=QwuFaM=}RZ~C6@UN
z)-GbZH!Ov21|cpnmM^DgV~JBeDvQqZsQuva4Quz7iHM1eAmVscM5a_n>V1mwAB+K-
z^aWb%*P6=st(=5jTl$)0*&@Z?#?(DgNOfM;CM6J>-|nfV6hO2%p#AQ8S2NZP`VUre
z|F|9(Q?eaAntyTk>&zK&S>ln;6eBf1i2bRyc6XK-CunD6Hu<|Sj^tAgrw1WoTUI>e
zlD^hAeQzX#xpV!$=OAck07W+i5^_bQIS(H%2h>_?_&!(5qIo8vv^P_63_rOwp}boU
zW{l}rzpo2@h>{P9#<Fe7p}ku{>~}(jK*=bLsRmC~n&)7~+=!^xA;N5QaU9$|RD;WD
z!dTYxTEg+tEnB^5^T(~Sko_@o*S+Fa!b|y+V;~_|5Qn>DW^6Pm(s8CTB@e%Fm1Yio
zVGt-)QJ#r++f=8-D9iG=vyObQ9w*)WNwlNhZg-mhn<w2B$7RDGGhuy5W^2{22Czmr
zV5*X7F-AL#akviByv3$ULwv+%Mk|HFXvuhT*X`|ZAX)N+Ci_}}vJTar?|Q?F%D<4z
zc;WIVn6qMR9D<)S3qFbg7-+(n>DDCqB&r_%%goB30OXGL1ujTG_lry)BEw7NeAag7
zW2mJzXjR$3PCsUSNh7U=kpS{X(1x#fd@&BXGkM>+s=z8fHTYW7n?m6iiv`g_i!cLL
zN~X+VeUk%d<D0S4?d^lMh4OQ4=N=|8b$uKPe9P)*C48D+_3I3-tHpwKk6AV1JkZc3
zf`2FvsRxC1>PtwF1LnLg4~kHu(O{r;ayR4kc^7^%9uu>;{(^iZHGeLiQ*biMUYQ<-
zj8|-aaP90GFk>Grjv|{ws`9OsLVa=Xhdqo0jasI{^%oToJZy0c=+vLI#eTW%arPbE
zY2&tx&rRTiB}C9l6()CY-Qa*81xKh7DR8e4#EXs16?N7|Wa@=PmY$rV11R?LD)pL!
zps#$#;>-qAK{o2$mxOz9#MYSBM^^L(&42rPd7rM;fWdw9_V<2nXXZl|_=ZoNg`F>Z
zzM&2vzp(ryj*TQjRR=lxF(ph{e%lDNW>%*Lii9#cH;#-2;AJyZB_Qw9Pw5g}^m|vU
zJTkKU60RE9@{{9Mw_-f%+KO6~08Nk}OJH^4<IxxwjT`OK7&wk35PR{|dbU3^X5vX{
zZgQ>bXsg#U322h2UI{h@CjUF0!B>%EIe6m(wcjI5c!83CQ^4@!=u(~|BYKOaozL;X
z)BAP;=;|EoaR}%G?6@z)kaAIhw_JymVl^qZ%=7aCX$*<TsD6ImT=kFf91-omDF$_a
z?e6LlL=Q%W=>KeC#nG%sNeX5xj1^0~%wBd75;}ueq7OAhx)c|D@u`F$qDjmQ!mDu(
z8+RIB!X)*vyGsz89F-f<@mo!qcz6kZJWRKU{vou4^@<1_k3JBq-r}Jp4diZMeh;bc
zu1_CEgVl$vi!p*EP;l45Rf&n7ptQec<ov~s!(%Ums6CP)T?HBxO-dRwu;aKzFweiQ
z0W`7_aRv|N@d~{}^dXH`hH!p`2@0?(<W&m_AYmzKDPQ|-sj%Ykcw6?$zYR=Q-$%m0
zr<QALwS0()@rG8UtcTUiF?dINS=Sc+gcf}5?d5GYdjLoPt=r${sXMp+7HiO<A?!x`
z3y15}pd?N4E9&#0gjqwGKY~k-5brK9%?9e2$cM;G^fyZ_iS?hx!4Eeo70(!$mJFSc
zFMH0H=yu%B1jH_j=Q+buJ@PsU6SEN3x+|g-YIzx_oDGVFcUf|qL~2g~>WRSFC1JUr
z=thEA*|BLxP^fsjo3xByN8G-$lTh1d<$XN13ZMavvF&eXb`w5uQ~;&9@?nF1R_{r=
z;r+cO3+VJ5gk2B@>$y>X8c3E+ou}bW^V^TLuxfV7ITS;G;q;lz{Bkw6$|KX1&%(g7
z$f>xZ<@O_>8PyuK6brY@UN(dftcECsm-J{=go*+z4t@+#QArWSOtmibL>0ow?_BWA
z^Zt-5+D|bW+(kgTss68T1`*VrGHHD7UQT#C@r$%ioOcA8{(DZcmV-xx^CCD2bL`g~
zH6IsPw66KWH<DokTZEx04jlEoRHC#~Sw&K*0^I3nBPeD6dWVob_Gr6EcF^J;P?yzH
z=&;sJcuCWYk<CbPT7y;`4M)Y<6<JNqWole%<{KPCF>!Fv@hSbHW8CvRRp&tCcxjo*
znCel^Vk0w)fQm>h%ifgq7>?3->}$j6W{dzzsh3h+kV=0>Da`4f_(1d}fS_=}{v&G9
zBmg+_{;MTHqia?QVMY6Z%tuNf@8ZbxukpUI9=!1|YXyXSSuL>)d+#lYtnk*C0zi#S
zYwBx>IX^P);51>90-K3f3NpQmD^jLii65ttgzeTiEib|M^a+)u8{sJBvrB0-I2gCc
zJ~?yE=Wgs^$E`rMY~R*TOcnimTpJhyzOUW+I{V)%{N0@T7IPoKwRZ(S*UMH%L-a!q
zR~MQf9>kbwWgHx006q9{aMStJIEdj1?_)LHv$nUf{?Z)!j{Bj}OudTM*B+yP<m5By
z8^VcRJQ~d5ld}9(pXmg<`s8@GScwxEXWczk3i#J0Yo_RpI>!CsFdzwdlnswFx9yv1
z`!d~lzLO9{UPcZv!ogor=+bXom#R>b<2S^=exDU&GwE$^SX36`n^A`Gkjn>?G=Vif
zGZ0PJaePr4Lg+!5RME9zHcd$bOAF+Z@H>`OMH}u7s$Eo0O%=KwPFMgR?4f_^)Ymck
zzB#lwWsit25}XTZ#ph)rpez6Zk0@eH{1*dJmk_TpQyqKgQpBDfWJ=r_9;w(JtwBje
zB!z58b+#)o01y~7Cay*~^Qf;~X7^(1YGro%5=@uKbb*OSx!P}%2V&vID)dF$Jg4<B
z+++jSmU8pyq0B9_9<p!)$-dyk3oF`W5;<OqUkF8@x=YSE8tR;Zb=--UaDlc*u0=LW
z0UG~`INrRHYUJ}<xRZ4MoW{*kl3#PSAo5}5FEGvxUB4KvUQ>s{p#ZxH&Te@YVw9aG
z#s;Ym33&;mm}kl(uN!ec&+o<Y!)LsJrPmn{gmKV=+9)&6jOr?!09?|{Ct}B^f3P63
zz}VmGNu7%y1)f&(K}GCKo_ImtBN6P(&~-Cr9-fmY*bc8ly?<|=ubB)B*XawDQJ1Q`
zAGi~qXeaJgsIC&7G}C_U*A6J|l{aIQ9d*)Is?2A2R^?=px*Vfj(g%f6;#X38$o@u+
z@fa0OMW*P@oBbV~AwK?RyN)yo_rB545XJ9lUarz@DVd2sNw;az#^nYzEqlB1IM&Le
zS3YgXz!+QjSDUHD_=6F;*`#qND`?v#^BT=)uO*w?(mP6SK&{^{bM~njPLX}X%atgU
znWq;f-URC~9g6k$2#5nKY5nuRyOr-bP9LkoXezWjYVBY2kmLVuI3M%r?-*;?7j008
zow1WUOjcpT1n*?9$`lP5B$oI}mSuqNPW7xf{0Go0SD~8EpbbVojrcE_QaIUXMU8Q1
zb8@cya$n#15LkPXT%`Lffu4)l;`o7hPvV<au^nH^G@9pL+x<)LY>t#6Obm74^l45s
zKcMzA<pGk(KjVC-PZP*Tg!a17>g4<G=uQ^9fI`_8)(z?)LU6syodlrY?;Gm7N;)8=
z#QdA34<t~&W&zz7f(FwegmF{W@rxD+GeLdXj7`E#!YVFsMkWrmM@Y$bfTaHkh{F8e
z{G@|YDgEu-m<$5RXk#cpI8lHY!O(OY!Eg?Ae?G!6xjFUVuMx(-{KNIQ`1+WAjOdmB
zzA1M27wW6y0hBGvM*C%ROgVH;@J95!s1(f9Zo?n#aTatALltep5uv*{fL!p4j&MxE
z5gFQA7bLpQyK#j;6Nl&c0h!Cw8IjF6?aD3RLe)X&d4Gkb#1Wzc{smfTarrJN;AXic
zSthXp;s>C8wr{|jh}dj(0KK`Lk=vP&kb~;g`sDuJzRCX;^=HJxd$!rvIj>uz?7vk9
z1li3eo~QRMF<z%nFQ5rWAyHoKQ<=FM6baWYnzMN2w`W-y7)8L)-}-lk>QJ67iJJ9T
zNu6qh#8f!j#O<5V-4x1WSDlCvcOz;oGB|tbr=KXFq3|7TGUpL~Do%#p4n)ittI_vI
z9RNb+ivJKYd-0Am$L`96TGTAv+vZ0kQ`e=3d5}>pA|1v6N@gNB`v9tHhqO81RV&r?
zm1d?24bzEul|2p%>Odn_rk{Z`3$xFC2ORQCSO|glqL4mPz~fMGHtz%fx!YMw%&qSG
z^2r!O+wClc<Cf3E^2Qt2TKi?eJgV#a*;)rrsyB2L?iab2p%53>s3v~zq+26wU}BGN
zweRq{)bUwM9eG<wO#|FKs)?ih)1G?O*Ssm(LSw3h=C)7Z?7u&?kkJNL|MGHVwmis-
zN3)DG#ox;*>2Z$~l^G`y)J?@=0Hn-=BH#LMyx^rQTdn+Ij8tIv#d?CZ92W>>h+w`|
zuV!Uf*R&OS=pI+T;m{@N@|)|A$-}<Eo)8}YRK-FgpDC<JTLV^Zb-Ha!75q*)EYOh+
zC5UJmY3tB`1Ioz2n}s>>vG}nHWoiu2fD{YPcePvB4!w7l`Zz`E>>pPrTLTU6QQj}B
z2Wfgwd5*WP(i(Nr;v4zkN_5h9fLvf~N;<&G;FSK3^jtp+a#w-`8J-M99s|0|4Mx)S
zLl$ixS>zOAMg9AGFS);V6OSx6!S(>SC_P!E{|>VhVATz;MTvqVB_jMgc;1eb)Gqvn
zr93YFmFg>8u+1|M4{g=w<oRehjC?kfb$g)=5H}+_lw1@4b>#>ctOjA*EQMLIkuNVn
zo3jXie!`OBkp9YCc$iw3Ppf29D#zOIez(`Q6XVoLS091~r6>#Ugv7)l{$jMe8WbHp
z(}`6t`K<?Qrmw^z_n|yd4L14KG)6Op(_$uCxwMbWNA{$L^T^JM+Bo<o96RrG!-96y
z$g7T3K~EUYa~Fd<gr9=sk+OtX4TK45X)cV@hZ-|VXEpT1H(~Uvd56|*M8M5&PKK|*
z20t+a1WZtTpI3)2gUhvfc6+3!%>4yopX@i~n-hS-KJhm><h`eoWAO|iroEo^5YYYD
z-jMsmshpFT_syLXhw2IGKDmY+$Hhv%7Dn?N-C9@Z2xr@ps<*Go-Fhn7ytMRgk62t>
z6yLHO?GRjj*nV-$7o;zjMwFB`5fBS66SfOVt`IVM5hPj^_vEGtgS?Mk8mIWpG8U*&
zlSXm&RDp;lm}%!?K_**-rP1_W8ZqB+#oj3Ru!aPQkQnaR<lw4ii%86~vW1}crHkS^
zV`<rTmJudVap!#%<~n#_$;zvjx0<(Cn1!L0txnU$X1(7Pk$HSON-|x5{T%UgH!9C?
zO>~*pW?(zRu9T=s5Q5V>Pwwr{UA3GOsV3_n<TKCDaN^;dRZ$wT1YtEP16)JSFh*t0
ziI{y$vf?*+1>P+^_C;MO8Tyy<l!c`5l5d4RIb-`km8ykkP_bRHu$TC8u~a$ryOdFi
zo09?d^l0bF*dc=f%ule#L<0jHa-%4>X~gHn=VtZ((&zP#qLKem{8EqqGS}yO<psy(
z-+=cAzU!%#?8iz1_>RA82^VBcQIeAG;;SDbWN`yLR|*_yqY!w!AKf~i9loNDUNsTb
zF=4ote;bh3rh1@ZVqoVHUbff=NausnloW8F!c|Z=9(yWSi#^x!qG9gpOH`2prkqQZ
z$aWSzk02J`683(Glab3?V2DcQB?=axiUbSX8Tf%%OqCN*TVLnio8$ZW#kNlmCWLar
zZr@|*u+z$BbVeGBC%;ZPSL8FANvEquLXVmUsnvaPdZ7_T4`MwS35T{;2C?jIWRmj7
zB1a3XH_o3I(BC%b^}Gq@3a)n!1ta&tF-n2@x(2{5x5*GHQP_p$pD7yzk$ZtfqoONT
z%IA_^%ha#lU^*z$jp}e8yL-dU<GyH$+V|zwsq_y|rT&RnS6Awe{qx_V7&F@Ch;1(k
zXn4)BHus_*u3Ut6#g%V+1Mg=W{7w@iP>6W@MiXSh*-w)%y04`zdemPZr~gK(BoO#q
z8+FXROd-k~Uj593hR=Xnn{xiGEYi89EPT#FBCP&z;y7LYIBaNV(|2yccM3vA5*8vZ
zB79JO^`31(+i=68rM~yUl|xiMM(7F3ojI7%s!ab~RkHCi${o#gDcY{ePCUsEEwK9M
zR8?|l_#woGkll#VbX8Hh2#DZJ(my*n<YYBpmQb;%wXG5zuP8HX$SifzRn0-AB{MF$
z!A)09PM#YyAUJU>C0i7zRg}x68qf^iNmRB%3TH(gV{T?(r`A=wt-|A&JZ|%(<3RPy
z6AhC~3ga4PyI+wq%xcfr7OrZ1vQ-~PbB^VvwvZ7&YQxee3%+c(nbNi5MCx+yj=~cy
z^2IK91usmj38Z?$@#K)sPOFET?7y#d7ZtvHALMSm7y6rJ8}HwDyV<;#xeqWD>!!~!
ze*r$YRKBs^^FO@rr970=UPy#jB7pWSQW#^Nbsyu1k46H#%539uMj`$D`g*ED4#D@0
zp;b<!(G5x`cZt=T90Jh>_7kvOHn->au`LRk)cA#nU*sgu@3l^Ueh&ENY@jL@%2W%v
z&L_Dy$Q9yF(u?)G=sD!tI8sq^vB#r2zlwy^wE{v4IzdiM+&O<QO0DX%Jk20cbZqfg
z=Xk7PVOm^odB9bgBU^lKkzL)+t`P&FKLz!3CaU`sKDT^Toe)%D71t3Dc<@%${$Jo7
zSdRl~)GCU>j;q~`Kak<3A|0t8+=dzgrtw(A=ox`kdWqEYX*`x<zN&lN;Jfe+7FN)!
zjKMG7sqOfd{LDI3+s3V+_M!V|D>w9Z4Yc-o$Pz`)1w4d$Z#^Tsrimj!$I5ok#6sb*
z)Kbzz%+rfmXbv#E9dz}18KOVP_U7J=R@^eF{v<Ci9b_49U-X`gGH`*t{`+=Fu<!lX
zMJie~xa@~95!aDvBqrh-(OX}SH%*@BisZR-lyW7&(=Na@;}d?&NTFr4$Ic~w{w$n=
zCR^+3ukSatfr!VZo=d6b7!sA-G{^dcB))FWjfWwcg$l8vkRre6hxD|0<$q}kq7s3N
z@`vp@RnXqE>nkNBe#g4LaubCb7R3oiB*50@5SKL({UN%BGrUPm$OeMU>b987WN>oO
z9cly;-Ni~&q?PN}aFoT4;Fl{{^<Jd`u{hq--5rqbfMTf+3}HoscM-^&l%Cznw!ss5
ztKFcJ;I;mMjD<>vM)H#c%ZU>Auga`4HGg5ue3x*Vzm%WWxr3km{wB(7de>(<Fn3hm
zVn}t_jYs8#(S3>s-3DNri2Gfk9e0Hc26VsFm`+rJHaywZ^3@`}L9gp({+Gjq6#|sT
zy$P>fhQGD0-uF{Tf)4~tirx0MQOx+6*IfRb5sYyGSw~QLk?_4r0IeDo{dheGB(ihB
zTDJkka1ryxu+T6hjl2Og0aPArB`q4wg*=CcjxY*6EKF71g!{otO#cSfUZjJZ?M^A0
z<oSEcQim9n5`$yd)>n{`UGQq@hB07PTd}a+U%`Nzv9MnM_(L@EX=v)~v9k=%G{Yz(
z`h%0K_i}0H#dev#9sYM5s@K&EV25`!dxI|!RmWf!Ag_+Dqe?UW)w@@WL1RXJ{Ek-N
z1b=Uv$T6(jtIM05aE%Kvp8wGXb0K8@Un$7|cly;QfFq`*GW3Lg<Kxqt?-IIJUF>eR
zp!pkRU(^*~JWE5}PQ9AlKcGlG)MjD5s}kPvrWey752qdY0gZ@0?W1(Nld=2ZDmSz?
z)4z?J)@JShQ{{UzN5+T=mi$3u?jy9HLHjUo>Wln!q==hQ#KaW?oNjLfzH1hKpq1#%
z{};5PX9RjP)|Q>x-hLOP=dm+~Ne^lHp&#!1H?Q0EDz0ih5nyTeIVG_I$L7H@j`e>O
z&^|Yl6YCx?cq4b)O0H=9C#ruhoKC*Y#qAST5r4Q!{i++ue*0J(-}Zm5tyEk;%j5X>
zf}YQta??G*>(f@bD{b<%^=;oOp3htJimp~tkMnL%-uR~i0{qkD815p~p7@+RV%n@y
zrSWruWeS49F=2G{Bi!?g<g*0z;Vg$01G?0!$*^`p@IX-BI8tp)<zvu3=Sxh8Mc+ob
zl@m(X&%!N?ht3`@S7;Q=JT!i&KBnNOKuvxcWz0%4@TJP7Oo}_(^un<=^KSpgOJH;2
z9}ni2(^|W>yLnvsERRhcer&*ld4>Ni3UT13lGkSgad^t~JlYKZj}5V1CC(;)<>32<
zEWUbwk+^nr6EPIETMxeCxyrZKBR%dhyckNO(z4OXXH&s8YUWc_o1?HlB+anL4n==x
zBr1-}j?)Up9(7IVs_BeG5hy&~prIk$u9X_MG<`s%#DRGl4hefKtz67P&yPqx{00Qt
zo#utero%Y92VXPZQEQ1TzENC!5zi>-11B<Y(~mc|WR)h%18j?7?xJm4T}41Gddbgo
z%)X~^6s-56QUcG@>SSFH3k=!+hQ;iu60<wZZX$oOF9=)WI+4YWtLFNH$D}YAD!}6B
zS0bnD!q$^`F9~%!NItGMi0L@i&wq#V3tN_giaqf+K=SYc)>Eks<12i0G&<|VDfT1(
zS&EpC|4C%?1j!R&gu?Ms0u<x52@{FSNO*Hf7xEijej6CJ@z)k%z^W-s4XP$UcaE%i
z80%0>gLFNFmL&8Z2YLM98hZ4jl<yg24*y1TVI)hD(H`^9ftohlIN0P3n!iSl*!jO>
z7yB_FW5rY%8GFUU&HvQ>Aq8tsJi{aH=|u&vCa8ZrRNhwNv1(=O3ChDWc?X@PjQ#xj
z=$2zl{1pRraV5f<!l3vlpU|nX3^Uv)J%HTeW_?Td({T26VQC$xydW@J{PmROSd;*3
zU3-%&JFoxlxAueG3b0BpwS|Ze{av&;-??|~R%NsP%QBmIwHVF{#+G}mOc#?%AfZm_
z9(xRPBVFT?5w@c9e2W-fnxXfJ69PzHmBV*OTcG;Qu*ozAZLvW}HkL1UT`-2HE9a4a
z=C2zkh}XksvK;3!+!D_)qk!1CoQ{X>;ltx;TmeJ`aZNw9<AVMJN4UgooK$jOUEuL5
zFmfRJw%P(}=?q7{(MNyS^W-oAGeS&V&oeeS)&FToNX%E;iI#{@i;vd~PhI7dgUh1Y
z6Jj2Mpm{$EE^5Y{Nv+&y=Bn3cn?Tu1U&az*(QBi&7wzHP=~7L|IB@;7jx*ktZ01EK
z)gjhsdH0V?Xzbt~X_lYh_v1(6Gvm_H8v!$_ww}m|Mx~HL1kRszYGMchoxY|`#qutO
z#rNFI7#J3w9j<@u@jh86@v+i)e#mNnlK`sBIJo@c1ZP1Mg&Gp&*@WZIX~=qn!gum4
zAojeHr-Ai^glL<<{H?bhBefJ7d$20?@fgzNXx8F2ZzqazaU+RWg6Wfa@u}kosoWIL
z_9$;W6=u$T<9$@*bCG!^*?Kb{59rNDRXBAUAD!x@pH0}U6`-4$^1K)4pyuYB5IH+V
z#2ENs%UZL;bu3!M{&y2JXX253M0jWzCU_P<16bU+ZqPiRtx++88HkvOL|%*sI-?Hv
z6a?rVDX|JOB~Pu<O2R6&;5*1jimC)@1wvQQ46W*){?IURkWwH<oF%3+zm**^S3_y}
zQNc}HYglIpF-B8-{@Ay{0~-eRdrk;LWhtT)_uGv!mHto39l>FeZ?JV=2#UoZR1qZ|
z$uSArSPy#eKW?b@R~7C1FnUIeB!Ng710^6iUK%lAHQ5q}%@8~|xPYw~@EBUz+wY2=
zz+4=HmcyRXwSqi&AB7(MaKB^e;i3RLJ(Hh_r`R--#MOlo<L+~{&jMRXC7_G^Aff6#
zPbVWFBAWT#{Pz^p!9h1@t^))FCXwbPkOOl19qllhOKfmRGd^i`Iga2?ZREj2$eSKC
zc+x66_{6*`9w|p6f2Azbn4dp~G47E8U8hN_YH#Bo?JRw&Q|ZZn21c=b37u6kesZqs
zTc1-Yw4pi)8I2EIZO%;Z;g(2K)rt}La6do7j`>4bVK?ANb_ID{kUzjdkUBt*_9AJX
ziBfhZc)B>0lUw68KSeS^61#D7mOF@DpLk|fbG<zxDf3DMcMav7*6NhNgSILa_e81L
z<4>&*!H=&o|Em<4e9Fv(vh!dog$fGzQ<792;uIZgDqKIE0O9cAm1jrv<7H(d>;KUu
z$Qe{Gq52zFr{uUrC-UGZeKXZP!u=o}B<%7ys1dx;4r@qVTb&B0@~-JTRJ&{v>`z)+
z9!?9P>NaLx*ukS}sJ`>1yaiTBNiLK{zdqdzmFnXo3@mQc)nQ_d3utY_v`*lt?oMz@
z{Oy3pez>6SCWvNEnpx=^cV;J&)((b(n{Q8^hF&?sVyRNr8rUopmEbwT?>}P2al-oK
z!IPF8hPhl%zK9E!-ShD+1ELN%JHIIi^aaFVol_`-KeJ4UTj1EWf#FQ>jJ}O%-y%=l
z!Z%=L>a;Q~aM_+WYqzApp^11tmEZiO{?~q~_}1^5?290tImLLsV6Ea`hwpZEEeRNY
z&IU?1;Otn&LIP)>{We?Ky6pLq9;GIz<9(Kp%G06k{uDA0x`hcy4a@-OdL<t8B@9Z8
zH;3lPh8ep%1%K)O@lY88JUILAL~l^kfSB<);#Ytp?9LYw-gpTc5-<@zPknSoe}<KO
z3;QzFJJ6itgkEEhOTVpo#QT&EOK^{#wm`CEDAs^BB9jbyKelS2(j4`jPOq2)Sc(CD
z)mQ^RfXL%PgfGtAuwvigHyde7_0z!3!0&hqxZuSx^QeKKts)&@GgEp&qA@S`u&b){
z!JpICMymv6!HDI7Fds<V08m{S!?G_--+$n{_eKEOpQ0ZB!<%|1h$q*yaZIcbVO+IX
z^^YFf0dPhFj9zkE)?Xwa=F8yZFcY0tPrmQJ#wKT?6{M|87!F8)gnTnxfEj^!gN(O)
z+p5F|Z5pvKsFJ5HO`HjQIGhvM(u_%NmGk7uD5(~(DZjHnKOhF`BN;KHvO%Q!>-F~O
z`}vep&zx&bP(mtXTeN#@#J%jk!?~(J=f|m8?bGa68t-gmBX37%9*l3EWvXF1;Qv#5
zzf|8-QupV&k-r$sTgcdN>&i_zWJjWy^xOT!kT!K^qCKvlQGv}uI#$5#hUL%OY93z3
z1fHR)?}v@ehazu%@MT}`0RGX}+s<RZvMk$aEBdiC_}`89bex#~LB3~r=?wJc)#3i_
zD_UU^OH0)IFE7*W%~o)8DdXzRQ=}9!M&}w%=rX(yabC;o2st21bX9uf`Hw!j22u(t
z1t&Bov^4?<W#<@ryI=f=ed;GBn(3}5!`Oekq!v;-y__!03M=h?Y$bcYioO`;xO{vy
zuHV1RRxt@+PGpWYTXlKOB!JmO(5S}_9p}dhngj9ew7hYnTAShPcd@J5^Yv1nMqOn*
z3j|OaVt|`TBiZu0^zm(TB>%OtaPa+9v#c(=%PiQ1cfe7!^)7l(F)OM)rDdm*-*qK@
z#6Bf%Iq8K&YA9`0wcG(!Li7i?4JR_kfoMWRUz%yQ0E1Kl(BwDFHm+7D*B2#<kg!)Q
z#{?>Vftimjkdsu(aS9ls&dSeQ8wK6w&Y#JS!Mq&-_NJ%bJcCFNMz*2h*`}$IZb^;>
ztn@fJwd6H>%GUr(EnSGkf`Jbu<KxZDqY~%@|KHbgt;T)d`&qDy=b=kHhqd=3J1@>G
zpS`CSZ~16;Cs*E^Nt^xFsKDem(~(DhyI%&fo$U`s@h!92k@M8HRHk95RCO-vcA?H8
z(>hoB_n76#$)v75Nf%fqY$!-+RmYV}%tcw|(w)v=MJU|Jm_feszSD37+9Pa5+rXG0
z{OVjTf`~OS!Z4@MvLwruav;hAS$eLpcq~l2SACC2`AGIFK|`Lc$8L<;BN!KEd@Br-
zl8EQQ?2Nl{K&Q9_1a{4*g)cToI-Dg1J*^a^RO(D;#Q+(RQJcte{$sr;vvd6)=5Cve
z&@ue)O|&Dm_MX@8dRVU`;@Xb^piO|(DUAi;<rLF##k~=b`Khcrzs%tN%D#NIN-{6s
zca52=(byl7Ab4KOF4kA$Ib|2xB>O#Y4EoYCW$#Fb^t<0=OqzH)>)M1hO`#uf9UV9b
z1XkGb_U1Y7I96iT=*Q1O=l*6pls<jbE8f3-AcHg$d&3kt1IvfC$7I|FLmQkH=}y#V
zg$nMKze`A=0J1W5&E#S0EzQfDLh$)Ziae`HA}<PNX3%%lN?P2F%AA01o6DrQv}>tz
z&XwR>DPN8mp~gF>Ln$9ob1J3^4Ein!PE<cGBVg=BZs|l&#+g;g>bJ#eIv+N@aQ@QQ
z=*^6RNx`^{A!lQc$KD#hP~~m@<c4GkLWIRo6D7;P_dqfIT)~oNWNj=>T}4FJ1L@C^
zL1gmP+Cc3~<xy!M`GTbl1|8=2=5_OcGp#-C#V_HC`8>IwzvSwNhtDiK{3zXv#>AFm
z8J^bsjf5Rq$BMe^($c2e$TP@3E6kO9aBYgCyc%eqHzxf_1)iPQh#!-7Sd*Y1kDmsw
zB(`06pA{h(?ZD~B2e<%4b$^nqROd90%zw=jG$?h4a#$Ozihh1(lJ=ZBJ3~!_Q=AI5
zF{);zi$GeJbT6=%U@#F8=3B!U*$-2Vkb2LU5BV{@F|VxYe1jU21tdKkAN8&fPs+Y@
z!9V4xg3fQ?v?Kmh<W<?$0-TH;bdEAIfJtO`llE=~6CkL?&8LYzuoBQ0FlvA7V*mns
z(lI`DI9{}Dyk4zrZ-a}jZvQ6ZTVn?8!IKYm9KVQ}$`Z9QphzRsDu>LZgHUqRQ~FZ(
zCM{_6CEq{J=^rc6rEy9S4;Jd_apmh^!&E~VGDZI!0nIYX9%`jLJhbW{jCS#LZK<Q4
zQ(;hvzk^T3{AqdDE00d$fC|pU!1Kf;JVLhnC9P03mOle(C|9SJN7PxW+#u+eHfpy!
zx~wb?pqERTi$(V@$*N-+Oa=Y%%OqkPNj#BbuBN9ecH6505hxyiU!#f^9LFltL<eG@
zsq*6yrPi+;6h9nItw_+>QGG^oNO9tDYYQBdMGC9GDM&RBXlI7wQ)h^aIn^t!(glSl
zJp&oi+nFm$NLcklNngVIyYpEk$@4HqihXGyS!{sHtszi-o$UT`|4F#1eVG94T|Xj^
z)ccC2JpVht&?8z?(14;J1#uJkGru`mzx@(a2IavgrlUm@mPe~0WITf}BkEF46UtDI
zv>lMw`swV?i-3gk^Snw1@)b)e`ImE~Q72dkG75@y6`DMBfx@qARAV%9O%q-e@L(0=
z(D=10*dGK9zfrWgYthJX)ZL}KH6UNjkg(9E?GmqxS?1z0sS?fEz%VUy$H^K%vb+Ct
zt3H@uNmkx-oJ3tILa|J~((~xD`oYZRPLo)tRpgq`ql_WajI)P+$XID4^Z!%dJ<`0A
zEx?H%(~sUpI^Uc+VI(#{kyE$@k)%^Z`ZmawCdS#Gy;I}O>BHnu7hwZ^;Qu7};)QDz
zJNKT5d3W!vyl8!egdRO}^%3sf{4FDz08yw#Z0766twtTk(8=o8B_s#CN{GIjcNo1d
zRbW`H4%l;kc4wWwY>XA5Dxh?hIv-$`=2&-*i@$Pqv-w2d`>esP_yts|YQ6J{Lk)<Z
zc5yR9PQiH$Tl~sm7HrSWkiS##8)i$?2FMy|_~A+^8<Z~)U@j#a0(UL~Cw6A7Q2SqZ
z694;gk5%)&+L*LHIU=4Y7e7n+q_(|UWPPl7wA#V0_BAO}Qdfpju-H-4p)GQ$jjn<N
zEjmp-<2UdF<TE@9m-fu)PiMK^qe9_zB!)k?>%{Zu5;rcbm_@iazlfJ@IgNj84eW->
z!2hx{C!{^9pGE8%PmGaC27^&i4-7mWQ4oM}aU$}CeYU^k3#VB0O}zfS5*1)g18e*p
zTU`)1L(Hq{;6m3&EzfN{L9{TCU`vM=zF#FGZ4a-bPw<CIq)3Q@bAw#?^E9>z3|yoT
zEsc20X5vVAmt<EPlh~RjD^?G(uf${VPpLf|<vLmYI-KaHYuNglz_$!rw&Pz%&>tR|
zr}hGMsPmB@?>+w4b<K*WI~LTG1Z3=UA!~+8Rr7!eZN0&o5OtgtO9;I@GIsMXtik5J
zuYb?lVw`9ezLPKh4W_BDPfgUpx6`K_=Dr?e>BmxFudfJ-N*%M6c0am;AL&;%Ne#^F
z#OX36jre6P7-<aVs1aMhM(ar!<wp?_8sKL}MCq1DM1%`A{b}AeuP$FTix4~Z6SmFN
z;zJJgx$F5^yE&^j5-GGl>3O*~;#%XyMCAnEL(4&yZG2cTPqd4R`Ci8q$qCS@=4@dA
z!JZFr`yt0)9Gu}_9Pu7)SJb)^BR~O}4<=!He0(MdW?&5_#PL%L&x2&{`u<OEGePI?
zivGdY-Y4}zS(=H1xX#FBmKqSZzsdZL1@31QeKa}r1TAbXBd)Hx9!>;Iubnzt9)IeP
zu#i4s=~8m8rA$;~g3*Cctam~>a|M~)&qKz+?(9w4DzpwA-k!~x7fFox2d9AGvr&Sz
z7GRlxgItY68!_7}A&2Xr4cb^G4t`$VWrKz<g#(AAr=7)LMfT&_Xb8_AQosCm*oGpt
z1%S(%g&r9==|&_bkE38i*5pNF8O3?5D{ib{usfmPgl_^sHrmpO+%DDz;4QmPPoa1`
z7l>3KKY!aW7p0a<B(pA`WS1FFKvFwPq{apk+}-1-%F>`Z=Fws-WGwZmH_=F&dhH`c
zL64>FH4`2L-d^d)W;N-c6r!z%2#;siwQhc|JF_~444dRW*?0o6xfDkxZ?+hy5t#n$
zUR&eZrRL6YF_^2ENnO7yPmiv}`8J(tjVnCN;AFLhqZjayB-ea%;d!o#KO;k^+{m)r
zOv7RN<(JqXmE}Demb`~MgIBw2)X+0Z?}PZyQhq;V4my}e-Ge_OXl^WLZd}yJ6-Hr@
z-@{O++kYW@FsqShJ*;fQz6Ml`x58PHmC#{Mh!F|gU&wDz4lE}58hG{eL7g7T34YWA
z8Z*C^nNQwXH_WAYU;X+<Cl8uQFiXxN3O`|%cif<;hTR+yGB{+xjbo;Ct{!zbygG3E
zj%bpCCJ<Jc!`e?h^Mt{V5=ZsAV-zDKQ90oE8e=fAXD~4Or9ybrNQZSsB2|4J#h!C?
z3D>E6ABS`Q&yS1m%s@D;!3gVg1ILg7q1W^o;D1|M`^h<hpk+0LVn%~g%hR|;3q9Hn
zj{*|b`HIxpnW4AmRO}9XBUGryPn3fhLEUX$%#W{n8k)C5z?b8@<gwFne|OGFsuu?*
z7t^0Y+x&Is>L|gvln8{R_c<wBpd2U+W>~j=K7f<ff8Sr<_~UWLw{q28kUsOkW99RA
zbm$kgR06bgn6Hh#tj6-vM7#N0<^pOQXEwq$5S_T`g%2}YAeFrCwi6}1wcLIHmRWkS
zgmC7#8Pq$*|K9(-aw4*4)(ZO0rSiv}q(r^;y)CYXsv3>weEcZ<nTJg2T-yF#ZpY72
z7hAy4N<)iI#d5aEgT7q{JIz?Vfym)*_}&Ewg$Pb;7FQ4gp-$f5e^0@tmJy%JX^JcR
z+#fE=dh+OrP14(<QyGJ%IHji$&zp)1QfPd-*pQB96Y-N%F8Vm1DrBg&*In^8xPYhO
z;|}~+5`z8H^`7gxyBQXi=xRZw&*j><=XTQ(4gae&<I{4jYg-yzA_@n;`^ES9)+ai(
z3!bFY(fXf_<X8^tqXRqcW3wA~(}iMaJ7G>j@)Mkicgvx#J9$ptA^b)onh})|+_-TW
z?Csz#jqO3ApD$!>bR6>Kg;`=q)1P)wV?Df;6mZ?s?=x~7m|?^|p2H`(DE>mRvhuyR
zSXVg_-V0L`EpZjjA{-S~n)LlDb=U)Gs*5?jrGDW912Pg(kd6)7Cp_no+SDy<nrigE
zda`_t+eWnv-gI!k{q^~H5bn-$ERu@UB~2zHo$7dBcfD<1nBs&YY%<_pA7VO{;sTyT
zB~UPgfXmAs#EwTGjMiM89>3#7_)O2W&kqnS32Sdxkezwg7M`E|wxl|j$GwUVhZ}28
ztR}}ikg*T=ZnRz*lzXO=UZ7dKHrpU^$8aXpHtU4Hfbl!E3q}BqWt+6)NMqv88Ch}8
zF@>2Io4JVfMxmG%Q^mpDyirV9cg4}2*&63d>h5Is82H(KsN^X4wJSW}z3P4alc%4+
z2sU*$DXC~;yoDE`51rk(R7d06C<efC@WK;GtloFY*tLS2@9}`x5n4Jm8#&{9))Lpk
zuFCZA$~@N^VntpqaBE2&@EsNudDs?jwW$^ff0vy$O%)}q!UX$qHM3l-drdPe=@nx;
z$LyPYmE=Ny+GS*5ly)wj0TYA@Yh<ho#9T)fB_24*=yOJ4*XP{^w0OT{y0&a@f{SWz
zpCfgqyC-j>m<A5Br_v*7mnu*mn3BQDc0+$-Y1mc|e`oyz+9qQ_)w)7!pu3rtjag<x
zNB2$YJAn2Vj*|@7HI_}K3KfkZG}O7#_FxZAC|CD1bPgc6Rh_7>Pz3c|@=C*vepI&U
zg~z%ubII@}4_61-@tIT%zfSQM5>b!U*GST^Vcvgt>7mhbA65>xyT;&2dR&%4O7SqZ
zK&LusVQtAJK}d#Ek~2<5+k5PGx9cjJBvVXh6sE)eX>F^Pqt!zXRhgL`;(BtYxGMhZ
z6H=~KR6NFw7-eV6hL`gz6WP}m<iDyF^Rz*ItP86_880%=Q;|*j=~P>O{{D99)nw8U
zS;aqTFZ?Sj3nTmMT#1t76feB-q*qW&7xcYv6OXCYr>L_n$L1s6(~z%SiNWjElp!^P
zg3#(fYs;ATYP*X^zj~&n7ly}zn-VKiNVAIW7x2o3=F%-CUVDK+!<&zSA@W{6pH!~I
zKCNdGc)zGE^mYNU3B4aLP-F05Pe;a@v&D+p`*iBWMk6?{yv$#0a@HIWKTe@C7wyiw
z2)CiAEE-STM?u?y<SH*s@&Bw5tk|$yt*95%_vP$W8|^KQ*0SEwLEYP0-swnF!kWIC
zDn<CaS?}9pf}2`3s{T456BW2$Ic6t;%DS^>Rb!TZ^Q=<_^lt`_L%9`njNq!v+%AnN
zFaCmo%VZs9R1I)zsy)oncj8D`H-XIyv*~xM81;Xq`=_5`yQ8wYCwB?!HNsx_-mzql
z$u9W}1FUE5l$g;+>=AwSB|<xX>WersE*mA*H1Pws|4TVVKLLe*oQn3tc4>HNV`iOH
zcdFGF#F651SyC}ZGm(bIxFN!=rm_&CepM?XjbI7ow`y(JGWQ@D--4rG9Z8(-+(e+3
zyeR9}Mu8rqIveEJrnodGC#9WUd?vP_l5nGep|XkA8KY9}S<u~EVbKf|n7*C8I}S}1
zpFwXf)hey(T3+3n+Yv#XdgwMVnVNV~`Xu!^ZJ@;{tql=4_BAx640YL~wxsP?$b?w@
zjVS$wniJ90iIEm-l1-lsz#&lsx2Tmy%39{bI!}X>(XfQ{0~<A|jxEXYuPPZYz~$6e
z?3n#)$2D;ZlWg~voM*IxV5DSQ8j{1sNa7f^2~!echP3YcVC*PP87tt++YuQum<f^m
zwotV_8M1$IH{?k1%{tnAp&*+?FI#$}l3cCWQ*vN+i&!?WHJ*&>`z!>quIA(Q>OhR;
zAk^Jg0t!;2uEy!NbuVh5WN_j^<Clw_0M91631%?JXq=u^+N@~0wxgjL0|Sf@^lHJM
zc$h#5lj9h_=nZ>h@PX1ny>DNI>{JhyNI8^E!}>!3!Fs*79XlTd!po~D_M<@HdmQFU
z1}Oy)ZSuLj+;u#fBoj=u-C{tG$~69!@7+9)<;8%5f5PQ{y;8RH^yK+Dw0m78N;s>}
z*tMI*>~hom7Pt>$+85+5n7CZA>v$WCc;mOl5|qMrosMAoDc7scnG8-k=5MD@Cn;mq
z3aXMu7!J!fofRc_jX}v?fiP9evI6A!=`(5agvzRE+I_-+PIIcdA0{lVnUcsX#5=W{
zblcz#`r5GU9_n&cJrG#^=(f&_q>NPRskk(8i!Rg%lA>SK4@q3e*jZY9qtBR;V4TaW
z6;bMpC{I{mb#e%DKXth6wO<W{`4Wr7;Uj9Ofv?#N@Q&6A8Fh8N<;4bzN0&~hLT2SL
zrj0Etb%9$BM;7==i|lw(gX{Cv!)c&oh}|y4Yi8j`3+SxPNRuf|7?4f{<mHlCYoF;v
z3S4cHj)xd=JA^Ya1LrBMzV<++;Tx`hG7FB1vhjgwgxj0zhPjT^S^Itc<N1J{Cp`Fm
z^gxy{JimP-qL{Y<5o1QIacFU!6LJT?C>k+hK^xjw?87N{?eu)k^V^EojYggtvnuhZ
zXMskzQKN)JSE#{xIbll*+o1Uc;lp5I+EphjBB;@l9||~RuaOgG3+Jd-e6xIfzao3J
zR^aq3u1n_NNieQaN-fzoaVbr;;+iH7TRIn5EoP8vSV;YY{w#s4{<3Fr7i#Vs-gzQV
zyM2mcw-yuV5FsP@pk#*no-V9gQ&X7Mh<pn=)Xh!VL1*5!H55IBnptxYcol7-_ufG^
zflt-$%sYih9IR!s0Ke+5+sQe28x!UQOj9qdFhlRaL}I^e8)@?=bxzYq4I-077t(ZW
zN8CM<?&T`Jh8<XgV!LgV#%FJf5rgv#$qjfKc`?qA4LD^a0jN_}uau+6!-8#wyIFsx
z^H_1&GO<q&Rr#Z|T-v~yJj9RV^&P0Wz!9#PkK~KMgU=I*TH1oQVk_wJb+wjJqnGPJ
z0mlP!58`TlL6H=kpP%N0SPreaeVOqr`AxV(H72WmC8MdkV`U%jnD)`VRm-hQ2{P^$
zJPAAC;DCle!nnFAKT^r<_J{0md_)HIR=wdeaVP8LJ#v~bc<>W?@$UB>!dkgn!#^jA
zE<L`jmEXp;acK-BO{m5cqhSM};1H~(-Gepsv2M034t?A(dnQ>5?f0#F>P%)X{iZ@y
z6@0%i7ROeLZP5GOl=n6@!!t;3hWn2M`20BW@PLKG4g^)s0<yXth%Xr<^bnsssK`lO
zY5HKe+(NFXS+f$&X!;i3cBhPCEvZClGlL3dvn((fmlw#jRwXlv*`>j)Q#K9KJu4jz
z+4Q-u<<?4!Rizi1#QVTVV|WzGVrh^`<bc4G#8Ih?n6P8#e|9lYV9j&ob0u3vG`GF$
zFUMt>z%a$Mutg4c(I3kr(!Jj4M(sCq$&=oGh^kvB1`Ul#8d6Wr26A?7qBRN^%329a
z<A`(_3T5l;;MCPW^*gM4I-S&UJOOK3I<%bY*_VETTA|#vK!&Bx<b%z*sKqHc%f*42
zNQ`^4ZnOC^A);rV(sS)Y$1C~GY`YWU_AjAkCJ@*#q~q*~vYU=6zz;0~xnI2Y@`D*&
zYxKUId!AE(I+q1&8nyc7YtwjF{!-?;_e2U!n+B>~_by8eRx3{8kOff^U?Q0T#gzIj
z@*jwBe!Ic>o&wSOfn%;daLf+6W3(fkrq98hIgo%I035XGIX{pTx7#p)h$#F!e^GUQ
zJGlsh9%6!x<0Js9Gcx}7pXx1Im{BIiL=E8Iq5*i3<@RJ&{_(%9m&yMDF95LP_iwP{
z3;N%K9Wp;IyhRf_6u+x~|MX~|=h_w;hb+8?`FOH%RaR41+n%Ral$4x{+FD_WBwA!n
z6L4#=n?x)Aw_}X*j-nXGN`-AN?m?-H1OFQ?Vn+U!gTKpf&t|R{Pqc4;?<Ur-!%oVQ
zCwz9`lt7CYlw~gPOObTS=cAKv#OJ<ipi&Gv8lEY*PD99K=ZK~nYl81reroY3oihJ^
ziYI6-MG(rSq)@186?o}-H-&w$p;rrs`J%S%bv@CTC%n(|CIl2dNVDQN)se3+2y=Ao
z83(e!PHe-xavgQ~x_u#>Sg-#-*n7*My4J005O)Y3EVw4f#@*dDxI4imxNY3s-6goY
z1$Phb4#6#WZ_YjU-cR1{eygjix_{hXSy`-FRqNT0j5)^`b3SimA(b3)zdgn4(R&>r
zZahbvbn&{ajQ+kd`{2E`)Ry!(>k>9>Tr<sJ{6b@;7U;`dJzFa(=Tv&mkr-*TSO0Ot
z8WZE_szmH05SgOdXp-60%kXqs_|M3<k`O$+ey7$|oN}pw3`~edpqo;^oO)DJq4>CP
z-e+n{vSVf=uj#aoayhnot94zuGSZLI3#Bj_PP6!{TUX_jo?+bNLBpO;mggf&9X5Rs
zHliBz2u`<oV4p5v!UIZlqf$Qjz0rRhy8#88UX77LAC4t**(u2<;<tE+Ct=rw3W`k-
z1`>FcnilP{xPjo8t>>LjR!}gEAx+>{V|we)kCTK}oj3mMQXe{8kEBBzd@dh-9@upF
z-V`2cw7lJ)i0+He1;}h~g1p|w4b=K`*j*EDI+$+!7M5nmI{xHme;*M%Bv-y)ygupA
z;g)dPj<It%<vetL_$_?8OiiFv)y@kI`e;s3N%6_$A;aYri85H&wQo#0)SXOq&6vU|
zT<jqehoV(^&G}y~r*-In+LGIJT%!r~=(a;YYBPR2hspJ82v}&Mht6Vi@9{iYo(^d6
z*<yv1H3K`;P|-W!`msycG?6{OH>onyngS+j!7wx#gJi(Re<$}XiENX5-$De55KBVl
z;uIbzu?B)r1xF{@-qP@#L^$gA!5q4QLu~vBM=HSK?ZiY>WH+%XYGfDk^W~S8t{+%r
z%M&jQ&%q7BYOf!6u2O9iI`4~Hx`{Mu4;hKHUJZ`WX@q;i3Jr->chMK7YsJtHn1s)B
za5V1%g?v#BI8&e_KC$lKRa##-O*9B0+hgKu?gw)F7hEfPMt7Gi#c0?om<$`JEcs3;
z=i=x3GAPYyDF~jy9hkW@=DCt()HwaP5y#iiN2Kq-`&|XsI@*Daa0Q*>kw5lJx5mV!
zU<~0<#S7$9s~4BYE1k|~sS3nf74l<E^fec4pV&l6RsDA4>p|u*Ra)870R-zo{oFW$
zM)X=WAQRM1AWHIy)w&#f4cv6+nEY3JXE$DLvq7arqQ7nwko%iPu0jV>gjhElK%9!_
zfm?*ly}qTUXW>={OP*Krl;AK0>w5=~Uw1m5m?dw8y4WS<xmO?=`V?Nn_9QT8TlSC+
zhpOXiM-bCOoS{-7{a8&GRrIEn)ZFNFgThvh*4<~DFF^apxJ(;Z%6o%(whP*YnHeSk
zQhMnQOD(Awcg%~X@cCg{|B=ARb?zZb{DF-_YE^_&kh$<zi&$nc&@|=)<>Shp#R=U+
z>~J#DPhR;Xm|pomzjVLp?dZ|J1T(zcq`y6a)VkT&OMBNfp#OGGnsnVTJSn-bAngih
zo;tN@qNlkE&$nfYfnzv^6nP-eRxoG^Xp{IgBg<@=aKR_wyGzR&K}3~)vPprKK61jV
zFNgmLHC_1AvnFl56f4vgfNYBjGl6f^uUV`toddxzWK0#Lv_Rd_DBLK10rZzci=Z4<
z%|BwbORY6;NeV35P*{5Xk%r_72_J)*84}qRk{W;;Cam#w!4iH9hb6%YmC{Dcw4X`T
z4E;w`+J!sr<n*XH>j_8IkDygW89q8qci{~ZY`@)J%-)4%d`aYW)HO);LN<iCfZstF
z=C#fi0j792!GZ@+PcvkP(H{9F1_~~t=2H$3s}+qH4o`-{iRFh?JZNx>FhwE!f$?&z
z2nMX>(Zo$Gb`t0pD#>0Mp0n3`0qtG9YlcjC@PcV6`da7TSthO_LxtE5RXoX!egOtw
zHPh`;CM0!k;E=HKSWF`~zuY_#F;e0lPJfidl)nN0SkwKT!N~WbJ0eL8S}BW4v{gRK
z;>_+T0-CWNiJh`KFX#lc(9A%^8XA85K!EVS7NoYhUcWilURb;Ld7d3q<G<a!I`?^*
zecP3r<nMjEceVAraAfDb^YQt1x<hp4!yp+wH5T<yC%kIpMkWPhTgk{Jon7RsA>OSF
zTFlmvyJ$waGTi<(T94c>OHq-D%zmf9rH)JkKVFURH}(hpM|HP~0fd$uUSw5IcW05a
zIc_=&rqsvxy8pD7Nyi{tdto76CB>&7isi;_nvD3u`NASW)lg(7HQe9kbo^!4)lQ?x
z0Opd?UnomMh(D8_83+9g!pOAlK1N^kWfeQ|o#w1FhnGxt94z=m3FM>>UX^R~=+9AR
zBSjh~=7Kd9Rbb8%E-VvSOAr90(WL=W6Gt`}LBGg;N&<6pVO?+$ZF*~JIYq<>7yHa+
z9-u~`z6I=NVV#aL4~<giEV6)x)k{(n&`)g{csvob(AFM{s%znRYO9Ah`6!zGlYeT4
zBpW<GtH31X`$5z%6L7qN4r2Q=1IAlitzE8JJWyBnhy!dx8v88FH9j}faJ>T<;d-qI
z!yjj|KEmI_kq?-K^ru|T#<>sMMh)D`?jC)ff4)8HWw-AXj&&sN4lo;REbw{lAo91q
z^xyC@yxxlOJ@*fGT?CKowOjPWO#T+p*S~Xw$y>6*15Z~LZRnSwu=MM`(B6d<{sjZ&
zkA(`f$8(K)gNH+^D@za9^>u|~la=|a=6|9onQXj=bf6R?ygd6p8=Oorp5X9aCUITf
z#iK@l65jCP){Q8}krjG5sA#AcRM3cCrL&VEk0)ZO7MtofQx81jNqd<5P^+ZhVyY1S
zc^RX*Q?=Yh4RL%f0Bi>?|G5XgBXn$>-&MF!MP+^|E%_Efrp{)?3RW7Dm?vSCSQu!H
zFMBArG_$(md#RtmSGwyrvM#@Wyu0|un7&qegzW#|QZ_}2W<^q?&@UBA8`c5Vgjiu9
zb_gwzw%O4kLS87PR3^GMBGwpjxyAa)Vt-{r7jg1c<1OZQy}l(o-uN$WtHoNlNH}EN
z_zJ;oD^a5nN33vz;+6n%uTk2Ia)r?Ag2lUG=2M002A;h$L(KxoQ~d~=nk`RfIHY#x
zu7`13l*cm!b?+Nn{)flOlm(lk+^Zd*%Uk&k>I_%uY5u3_t{36hxXgM$T|5PWDM~rv
z8cCy(a(Ly#Aw@WSDqk~0(uf$Z75UHQDKfw=!-Bj%3YS8^deTq3vN8){-%vmdp2078
z7ftIeaASY%EypK$5$pO93tCa=aP#+C|2@z07iWs(f)ku$_`q4kZ(R(M1Jrck5jHsS
zi`a3@g0_$~S4%duC86BS{-ID>AZP^;5<R7fJIcZ~xBCMsBLuV{7e>3fIh(o(C}afl
z`vhaA+ZjJkrNb*zQUazGF&ov6zD$y@l#hA~jc%@Hi+{42gQ|hpH_|++d9rtw)0|+y
z^9~>QF5x%k5m5*9fkk{)+CtcWl*tCM^&;-5xjtv{9}o(u;^&-?IHXz|0MK->Q6f#R
zSw4eNjzIFlJ!N?-P^4M8=1$ginLbSnR(VMnR>P#SSprctX#vK+_a6I}8A9u@A}uCU
z+dLvVqD$j6&;H6~TRrWiTDw;=vXWBD{+WxM1L4L=6rkWeKJv<O?uWQPT@S)reOk}!
z*#-v^9G9<aF0bU5wl>Go$k|Ca0{Yl-{$f^<ZHYe%&<u=-DvKD&5E9ZJ(lqG+>NbW|
z#gN$;;m|N=#44g?=GaB$qN!{!K*seCr`Q^WC2IDSsSNfDd1F++K81)a1jHWrKKIBx
zFy!;;#_E~|#tZwo>P;TOJmuiHKDQ=A{^WHFwyeopLR)pHTc8@hbHaz7>%rR*GZUuv
z3kc2xm=PYpI40Sg5~K6+&v7r4ome*`$~d7Ur$0yH_m}w63(1JVmNGxvg*2s{0=Z;W
zN@Z{<1we;C)sTIh<PS-l6IZ)|6c>&!9b)Gsm(>JY__@3qyyg^#$a;hscH_sk3du4d
z`!KLX5jatxQhyJ3O<kpCPhkV)N4Wt>&a6AKkYML1b~|74B(sq`J}PZ{*2*VWU?Arv
zS1A&~YNhiKIk~t)oUSn5rHCJ6r}JdfKrj<V4)VERWVnuoR`C$E-KKUuuI`j&V<)#%
zdEN29e!2hidkw{Ji{G#)U~84oWSwibDSX>1FqFV)lBI&kcLs_K<RF1`$YiB@L`mi4
z@Il25&OoX%C2q_=DbjGui2?RO(nMh}5^}9J_#_^3B+@Dou5@PzFC6tJ0iz{9IUSui
zx5k)xw267XL{Xd&5wnG+`uLpcaLO-yy4$Lf)TFh~f+{2{+#*u1JMsy=js?_Hm}d9Z
z%j5pFlRAp%dtapb+#SyFe-yun<|CP~zgj$aZ9$G_c32|SW56*^nKtC?BhX4ch}*8?
zn9qtG7%?3~25mhVTHJDF+o0ggV(VL#__md}G1~(A!P4e8hWViPpy^HT>GWm5a=Ur_
z8s0uCzU;j5REL*)LB~_d|5r_(XkATM$oAgwgD~i~o797iT6}*M+7@TcF8Tq6zk`(^
z`a#V_#-c3#!~v*mEAgSv!H~1Et`yV+?t4%&q3Lt852C}Oqo#&;V>q&rqJk4i?fH;$
z<6CV13hm;7!bzlP9Qf~N){^-gl2#3fr6Nf%3QyvQ4m{|yk;;%q8mWO^0=1(v)q@H3
z1q}n7zWzkj73W+#=t;=Fa;blja3D_a+4zJVHoBPbPi9jkj}Mo^U)&zq-`rjcd4?6}
z>EUh8A1tBQ)W&jb>p|DhlmH*cb6cH`yR1{!t(ozor_6>fpM7J+#6n4^A`#G67t@~p
zHq!&~eJ7z38S=0o(ofrtFB)oprcm0p{c<4J&U)h-I5B^373|D;A+)_u<g?SdAa0k!
z_44)6y{+rUxua<Q+xY8HY2|U^>8bXMtEf!;y({a8cHLhD($!Njf7GmQoP)K(h~(V~
znMv1LL9PKlgX!t%<6%Tzm#N_cH!H+AS83^MFo}H@o~j49C)Z&xh#9g9wm7ydieX7V
z2JP&G|E#pXH=4ZRc96+Ptn>H?yK&l16_wt3)jJ6lU&ZUOP}U+qV}BiguWL4`#bE6o
zAy4}`j7oRwIS*U!V@;HV+{#9kH7BMI43*eoc-801A<M$*yg&D@+H^ZVH)3fn(T~xR
zYg;SQhL4)EHdHXh2`7sxYzCFmtO4rrC>i%xD64U32Oq&10f`6vtS|N|1b0eWLN`W1
zt9eLtwT5C<B9G)LpUn?Q%l1zTBbFKZ#^W{w*?H4(z4Otv6t%Tj>r6o38}OV72VARG
z5J&QmPZ9pHm*W$GI&qto*ylzH;-u$ftm#q#4A%ILP$o$n@(2b#t!P)PGS&zgYSP%~
zM!gRi|FE8T|JnMe=UGD(y*|I=;#2Z+Qpv&h2NW`(CO5B0OPMtQID#$f0<dJ1SJwOb
zXKWn1k|1X<jPC?Q(;lenTM%OlL&PsdWED;ff@{$?R&39O>iSag7L-m<9pqh;5p3?Z
zk7kgpJC(j2#4?#BnXL2dE)01{e0F={At8p@r_yUNdfYMRT~I>(d3%b$AxU$lmVgDv
zDddfqub+7+!~0>$Syala{};8I)5mKwx<&;1k7RyIXydwJP3dmI+r*da;bfPMfx98E
zcZoC%D8e~93o6+4X?THAdTW&4>XTcF4?8!$S5tCf#l|y|q1Of>gj?Po3^0tQmMdKN
z)b<#rlKN3#`K(6@Zl)L|;g`Ld1c<qX)J@RD`LbD)tnUK6xu}^BXOE{Y>!)G<7&!K!
zZK^ow6rKzVv1li~Ue=ZtG@3s!)D-(_YqF&GhBSo`HVl4)m98k9y8Udzy#-L#b#;w@
z%(m)SGETxR5BXg4bs;R<ywIp@eXNQ$@MK)4rW^TuhKJ;^gFj82cU)?2PgA3ir*b_A
zV=^4UfJxI~lTd24U<sCBtS0fmE5|WGgP}i?Tx!F;XW7Ng8ygiB^7@RODD#y=DLO^g
zc2)%qZ|I(~phO2~CszHZ)X1n*cj4|%g&F=!M@#ZDQgJhc?b%P?x+Q#GmVBGfS?V20
z_WDc}Wz>#X<QwQBK6Lh1H`H*bjhg`pCeh_uvHRXy$_?&yooY)MZJX!^`TFh>%Z-g~
znZTmLoI-)yroNaM4oCH<w=U7F>vR+oUNcNlL<+~oj*#~X^*~rc*O%J`>nX4Ei4R>b
zWtRUS7b{u4ct0So#*5h_a`Qxxy8h~&)|SLEO<%+!EgR*l8z{%&$(S1&xqIzw&EwcE
zTt(ONP!#|^;}#e<GO1a)M7LWUb4L4PdV4VhQXD%M{<1NO4Z}6+Pzr{o7O#iDF-ji$
zd2-2PiYj<3x-PYPemPhYqm&?_g7J0A6pK~2-*2IA#j2Lv818eA=Pq3MmY9VxhcrmG
z_~*1KD+M%+lQ<st0CW^=nc9Pmb${eQP#*M8H1vYINkOLFhi53KuBw^+b?p3!S9N;m
z?;<;S44|pkKN22_mh&*1y*+%bMcCgE06PfDT!afPnL#Dy^fTbp6GT=)JchMs7DS*Q
zz;EFvj(wgqX1Bxj$ZsGxwHdsRfS&?wu+{G*)t@z#pI83{No6@M1O*d>W|_cIRhH`7
zH_6&UHRh!k;>}HZ`qEmXZ4$cj87bl<5#jYdUy$*Gx-ms#z+0(X8(;`gRT3%)*EubP
zviW<VB+ORfEnFa=1Sx{%78po3Pj+?IbbnP!tz=u_R~Zv3=Fd6gA6fuK*_)`<mL%V=
zxSd3Fi$mIj_vMXS3oZocruTAr6is$lA?G0w!{>-XZVA7_=1^|SyqqVP&%t)x8&(mk
z9MnHxDc#FvpypUO);d^MPl$1*o7dHNbLBt^WgeJUAS2Gx$l+jhK3z9+rG5)CDWD&O
zUhoLzIrCw|2M_DbG!TAN4(fY=Lq(xHO+I)r4W%KEap?4Q=u5RC%SQeeBh?Q$L>9W*
zJY9I(PS)|}xu4M@2C%Qa3ZwbA{i5|m8)<sg@NA14?V*Plb(^%4yAcSz3Z!;xY&N8^
z;;GQ2-TASxrLJM$%r^X7__JjJa=o_%`kMMs7ThmD9S-R?JBkl^;<DI~G1G%oBw7l%
zrpdl+MXzfedZ=~r_GSqTqMwC1a~&eP5!35={Ly+%t)%2n030%=NuWU1Bo=6Ae<ziW
zqVt^#BfWx^_!37-z9aMLqyq-)rHSVZW__Zl?Yoi@%kt#PS8m8YDbe6FUGicXwqz{_
z26)Jb<4tdnv>4Bkz}2VLB>isXQMte|=j|8r_$ZZ)?9-aS;iw|F`{t~(hEdf&=crJL
z8{Z?5Q7o`XKS_;XJC}Hss$$xt>hH54A>=IwkF+l2{&-Y8*cFJW`?kiexuDcm<we)|
zbh$zZ32fP^IY0%mAE&U|{!NvBYINpkv&NMX_1(ijaO(8MUxMXQ-mkp;sYrhy6Yf<v
zY7@kng0a<im}x}=Mme-epWu<MaZ3(jf*3MW)~v!GIDf>>W3?k0t}Xh}P_$#^x4{5Q
zfeqz-p<O+=z{VJLR?Q&Ih<PTu3H7b9KQP5M$*V#T<YsJe&?V2$*Rw?8CzSE=vhKY$
zL{D+3-zIj4OWM#2T?*2%enZ%w<?b16;c%J@ws%hnZn{{GQ+DzJb|a5?KNG{CRoH%x
zQt|4l-$NA^xVbl%O)TBAkgY7>6%~mAu>U@!_wXw~PAb4SrzIDa7TivDUNVDB`IX3#
z4L0U~H8$2rzaO`}8ia0->qz~%?kMtFLSO6@cPXd+ZIq~Gru{B{8%rTMdJV5_uZ^3b
zqa_;0d$W@6#oPMh3azPK0P|SwO!<v&I+;ttx|mNqkG#8wV>?UGvsB=b%l_9g+Ei(|
z6t}=TN_4|^CC%_k^zj~Vv^iA%!9pVnq{^9q4-pn@2CsmKLXdA0_j0?SH_$nq59t)W
zF?+Ebh~3~=k1N`<*Ta7VY2>qScA$wQ15&hsfY5T4QpTlj944$sO~}Wb84n2_+Q1fA
zoCgiY)Lj(Ked}F}&NCj{blQL-k42k=W)u;H_7L(%kGUdxPj}5qu9V0HgupZsHE_aR
z%Q;nJxtn(E6It}A3YE!MhP{Vojt_|kt$QaFWv+z+P$0w_+a1yw!QXP<h_7p@{ptJW
z+0^gf!p;!}S~f;N$?QK&=AnB7NOCK(0rsq=H&KnQJCMVJ6h$zNm%nZeEKH}+G<IV_
zCzZ0>u@~q^{;@0(VLOBD-D}?^o5$bR$|Q*VA{4CixvT^vVo`{ZVM2p=hO|_TiIv^v
zL30+D?BlC8ecR6Od!R;@OTgaf2@pG8Aa!=@?1tJu)8c>p_VO;Wqk_1MpfK#@3gaK>
z1UL>XQ>HT`L;OR|Haj%H;zltso5Sv=8+yH~E*n4d7o2r@v?cJ7fy^KKg2tio&X*V?
z^7|M5MfAY^e?#>APpY;q_cHhYhroRN%iG?61DFp}W%seWeh9RD%KG3`*=fdIKMMSa
z&i?iXf1!gHH~8qdLab~ax1>D3$w}wj3D!pDWA0f2Vw!h5Q_-+TJDy1;hRD0J>*^`m
zOJ*Sp#aM?3)dCOPzb3CJYTdjZhUs!e2MH~9%9-@hGCVmso*1lS4$t*-K{*~W{x<r7
z<OPprngNIv=fewnDUGIk7np8N%J0a-^MGvLYE`<Y!MW$hGYkBGYz}zsS8o!DyeU&W
zPnX(s$DyS{)3e*}TRZ2r^OT*wtb_WRs5<modaumj(y>I4f1=xVOuLk#F1!5W&{x(h
zY?=qzL7<d@_977Np4d<yTZAgI#8_#-_4WBvp@8h1G?hEtUQif^CFbl=Ep<7=bV#`F
zIvTw3O{&;GglnIkQmTX3#27bKF>O`s_M+0TYYAyml$I1ps(EO|5&UUIWnssGn=2MK
z8|NyJRtc{D+|NO27Y4rdW0YZkDTIWeS_4DmyLAEj=f?h{rn{Q+LWblM7(clTY8Bsg
z0jS+TW98v@UBJ8Dh36{d#}7zf9JJ_-m)yImw(V{r%x)5Tdly$RQoxy?_ta+rP7jwM
z!Wo)@9L7}>B}5SkOtT#I**2Yy3^)M`kr9>;31kHVNn|Fvv}iaK0r+2yFDOz`s;pzA
z^h|#r<{<pskzQGuI(4wt6Whawep<U+FkQba-Ce5-1&N)rJ@=xFh~k|p6btx4vJx&V
zm%bbfo$ttuB!+n393ZbcgxOmq;~o_%JaWn;C2SPzTvcV&q;oQ+P!^-I$cIrh;hS`k
zK93ID6d$T&KqC>*h4xt_n81KUv_h|P0lvBchW3<SOOmjUNZIK^@HBW>UD8A;1qqUk
z3gXmbIMO9Dy3cV^lR1b!Y|!jIXk*~W8Ht@zzid`+cpt1)a)A0%B{y>u*u{6FUMlqY
zDKZ#aRLm+~n$2Zsgcq#?k9Fk)f@7eA0&%oJ#m|JGiljAu4M8bO*HM(Bf7W+D6j>Y5
zYz%@}v)RD2Co+`X3t>>P`WnhmQ!Qg@TpktKpUACH0Ifz<vwsT>IM8<|aYX*W!!S`c
zOk6e8LZHG8OJ~l*U?qsT$T>0>zwd6%nS$LKMG^Zp4h!;VoO@qSg9eVJg8*3oA{9Jl
z7b92Lm|Gu#RkDa(6WTiXmcn`feS<ABxIM`sfIKCe$Z0g@wZvqv%Kyy+!`*VQ)V0hV
z`T9h2rds%lHm^$z{>qFLs&&|;KeE^{X916^kx3;{!T^m-x7<Zj<B*yfgAg=@wzxF%
z{*sm;32FVX*n5CL#hFU6^*YhA?RsfMPCH+F*lP0mE=!Qn9U=|VIIz>pLd>%M334Gr
z|DuAN-<m@~%FtBr8;dDy<5HkNj3?|AD2w3frywXE7wHd!U2l10Xq8%;_T!^SNnj?W
z6*&$5FzG!rHB1M-i0uunt0M6lDHT5Q68p^OMGUNo#zMe%>a)l^7_47fGk9)o^S&;e
ziee-ceYM+2iIJ%x?gEzITnbhdF?7#iD5giLdHQH2^2D!<>Ho&x9CwUvqZM)G6bk^F
zH0E_d&Ru61#5FuCN?p_M1xkS#>0g~@hm4o;?fJI@LSaZvf}*fBDG5JGVAiJS!bU`b
zVq%yFZg>c;fzA~w=kV1r%-*r~BHoIxV4uFmrRCy+SlMnajWqlB6^A7J_i&|9Ww}D2
zShH!{J^UB2n>!`YPzFNyz}=b(7x_;LkuSSnKXs{Bag9wO6s4lzEiqt1AGaR33gHK>
z1I@fe6UqivJJ0e5ky;uVCN)O0|4nd!ILG=h05-n+LNcKIOXg?XXLeG>00~s5UY*}l
z#yzf4sgW;X?Q2O%vI8*$-YBag@rCdR9@Zu|0qN12nz0n{ajB)$$LC)ZbTcSH>QRvP
z>v?f-7a3bCV<^v0MXUTvMmNA{r?$G(PRIr=0p*Yp_Zz6U&lo_^P^;$OY(*9mXmH@K
zT+pE;w!TatBeQMz+b|+f_9n;_OTlRLcl<UPLGX~Fg+>R3EWq!zEbjs^9^9ZtmD!Q&
z7D~Xz!vsj<e?);#x_#BNQuWr)0Fuz16*hrt7q`9ylft-&N^zl~kc;RKft9h>r>Q5f
z%}k*%HuN3_G)XM?!i~8kt5!vHS0iVNVSkxy0F&u}nJ+Db4ExA3G^&kQ@4J2TkfGc7
zWRxkckVj0CS6_)B59z{^DNAPT;*8L*s`kO4fg7NK<EC-isZX9c{_{&P2F@~rFP*8G
z|D>|j;3{qeWvzyTV+_=QXUg?67Q#ii+8H-!F2R=j4Gx9sPp?6>Pa9|&KpG4ZK!`Z3
z4v3LgLGu(hS=;9re%_nV_p;W9q$-`SrfZ0$`-iQ3qx0r!8x@L+(VYv%_V-LU7|d{=
zvr<EI{2EP@CiGeVpmZDuk>8=BO>`_M&86szX;GYb;3%bkfjz@K$;13gS8(xo-Z|Zx
zwCr_idASz7afbsp_9>b-_#HZep;6U`wrBV@{;ItgEll=DSZq}D`|JU%SM|-?%!;Io
zfo(pn{ZrX0j4!b2Ku--TMK<84@18|aA2Jh?%r|5`Fn6aa&1VU-A!K+8U$Dd!-j0}3
zwk!Ca!=IA)@>j<Hl@fvqu**|gZqR#_Q<f`V6fXmL0N3;B$|7fiscSnbsozf)9Y>$(
zo){#%xt=6?N@@S73gI|a;phFw(8RckG1jz_;gcP9-_PTj($h_rm_q9zF-9~=OcK2@
zk^DY$s@ghX?qd7_KFcb!&Eqfz@Y!s_zMxWX1!T@l!Cp)0o2F##ELmRxf6O_})OGEJ
zx_zz4v9UeVlYEpT!qK3dJ~s#jDp@A6ciV*DVz!Nx8z@m|I+vx$4}kr@(r6W(vq^|v
zqe@gm%ZVe0QadO!s`A3RH{3h3QUh^6IM~!eW3I~X==iROC7OSj-BqC?qZ?gq%Yh`q
z8O_3!fGZYu=M;<ZPxM_7!+Gj%VE(E5*zNwSx_gQV7b)P^aM5kifNpSJpACmXnr`O}
z`WGrTbM1UzM1+LCAvwBu18>kaRl?)(QWHI#E)Ny-TpE$1hT(Y*E=1Ca1g3aUB}6uZ
zKZ2e~Y4%;68hO?*u_I92uYlHUoEI^_&!7Im9`}6XQ-YCIIHc`J3Il2AYueG?c>tV~
zi%?EDPe{|kC22~CcAcgf#s3Zr+{gita7fY3{|4X!jr5(6{m-TzE*CwmK#tbYok7oy
zGPS<pjPKm4!D~HCZFsa|KN*Wwj&ROFZNXTKs3YCzeGZ~P2mFZgIcRZwWoZ5M$bnZ(
z)8QB7ZTQ0_UF>Hy1Fuq;_hqeQ^<h;Zts55&#P6px=Ue}Cm~D-le0nc^%D@}AqoCpT
zgaa}#j+mSORcVEi<LXUjPNirMJCwoD`yleS7eiNx#-8ufF2#gn&jSQT3ik_p6u%s-
zokqBbKKkD-5UN<9MnNpcB*c6V6UBso${6XuUl6@cKt72EEd}kJgUZ*OkgEy*wc$nr
zf{g!ood$Z!EKuhcDX5&x-y*C(#r$n;psc-tC7s4Q-{*Y5mH`c1N){v~MoS@rz)86-
z^F(1~0ExN47|TFx$lsbMP;#4p>2bVgrxe!vpyJD9Hp<+)NoDt+QZagXs`Pj6#5L+O
zC@4WljgM^FdRLiktUhU}Rdtwg>oz+%K6;y-o@aAvsF+xw18LAe$}t*g?x&@9LybG>
zznm+RWWW}uqZxeLc6(~=m3z+|$6MZ&Tpg75nC6GUjpno4VNRJg-Pv!q`?*+h89BO3
z>l5=-a_h-<Y3*Ln!{K%BKJ1ab`|F+hl?9t$--LHFBz-)Ljncl$mPIzNRYnuC<#mxs
zC$UF`fDz`X*6|~TUZW}U@NlN1f`q7$tl^k!?`sXl#~aT_YV&Gu^t}Cg0w;vt>&5@v
zc^zX=R_|fU%x`!htK(!|J13#}Vc4UpZhzdiWh`0?udA|x2R&i?gw&fN&Ofgx;Wc7t
zWj*{$*g>k0y5h43Ph*mxMl8A+^=*i>#+s_Ad&b;#df4_52HCg$oy&GMp%<;|l!K&p
z(}d>^R8Tgll;@4cJHxc;jtNzt?2i#e{;{daECIH(0lK$ViIs4ioBHr#U$e#)_hFJ5
zb1$>1;g>MWGE;1lM@zAxjbSwNgM4p&{B^9+9B2C4k?epxT9di;x;PGbloKeL^wJ6n
z;I*^pW*6wN2kTIjgxPDszDxmtUJ<`<NNC0JKf6OrCx3VSFKBxqEmuSN{!XO<(}g<9
zRkA-&)$(kCX{tvnmA3?vPTuDZ4liHh=djZ79BQAL>h|d!{Y4aWM{Z%rwd>C|74N!_
zwiT6YyASDFVYON3kr0+?iU+3aiuWeZEg}L)WAdF2u>5j0_;@1DftT2<u#`K7cRkLY
z(8XG)$A7s##w>nOHr!u)oM+?`m^iuo-fG(+E8{`4ZnMvr<FI+$cb#a>S)+-@v)_W9
zOEU-kttFBDL7y(L<dB};vgWIKb_oCnv4zXjnkgL`oc`K=o9>o_nw+J}O>NtX)P8Qm
z;A(ZOZBayfRs||8d|bcx{{(4U3K>37tZI+33B^W~arBu^>e4IcnNV6hjT5MS`dr`|
zjw8W*4CIJMHchYMSu(8CARR?g@uX-x*1U}0wzry3e@HB}^Xekh0WKF;i&z!YH-qxr
z#rD&*6|FqpU9j-(X(L17yM^Nvpq4`|I>2p&HUd*7F4%=1$=hP+Cc~}jIi16H1Ak|^
z_Xdwxt9ATh`kTRP#;IW?SqA)St>fa97L78oryJJ*R^c@Hu@T+kQoOv%lh&Z@c4iV-
zmXc0?jD|_Ru#?n{THjE7C~C=pn%d80Z;YZf+4ydjd!_WPgc|DQ{vYPE#%v%Z6j})e
z<u}W=6<lg91kEs~E_F{SxBY5@hc|;Oq`e(Q)i1JEzciW=zbu0`sP~#pAR|XNsNI!~
z|Cxu2_n%We9Sm5IO&{IG`sgSQ4W~!F+NL0pBIM59mD}t$Jjqx1eY$}TTz-wcFrN?D
zSBa-DUf%;tjBG;bc)mys-=#a}zG1y5xd|nB59|TRv#b8_>s^tsftl2_E(>37os~yP
zj<6$ozw?OnHxN=8#SlN5{v*kqQ*>NNtps$cfrmyGz%W;{Y+5pw970tI%TvseVam{f
z>g#^K(~`f~VOf!S;tuQW>O_e;RWB~Bww8#U4&#yy??5JA-O&B2y*ef#d2A4@e@iRv
zXd7N*=0lsj>{Oj=fZ6XO;`3y<*IxiP*96uqsZX1F*Nv5&w@<m*Ne;lalH0G(j28c?
zRUc?Zk5j5mGdY{PLN%$tXSH28{E;M%eL)eDLk|oBBYJSllOtrkSFfXT`s`|F?~xB~
z47tfu4`d|JPXdSVC%;{j@f`hd8&z#=bz=!wZ0$yJI0-Xio*cC(t1hWh`}}7k`d1&%
zh<hcv*3Y-OMxEa*6$cS`p#c{yzNKC^-92M9^@O>oMJ-T-9AgnlHPcbL>vy_*Sfa-j
zU#GB0b(Y!Wa$2O+@t%}b)c%>`4l2Arjfj95&VC>RRb=tH9el74v!3~h%8$D3YGsMl
zsKtNiSO;O)PHy#CmK$gx)X0m*sOTU`NNUKMVwf<mO;dMvNn0@(P#kf1PUCz{`gOke
zVmxZzJhL9N;TS2j4t_%NrSZB(f}?#{Eg9ll=(W?IyJ1I1TaWK1@gBiR+bNr>!;${b
zphR0*H_y$KaAKIj6u!v$e~GkV>lWc;+A2>=g@i1c%xOl-$et?rqgbht&M9l3{+ZJb
zEh+I`tJ~h5^J{rU_|Z!XfB_neQmah&AuMi17bva3rOHt1l`i2K)&BxHB^HDJ;gpCf
zWOUKgSKS+<A2A;AtX<(&Wut-Lr?S#P26gV``U2XqANs%CU+&Cl4wQc>E6R7nXv^wr
zeR^=DXoW(t!ph~7>(m2>to@UaW=*A3(RZ&Bk$gKxAD|7Y)1=2-`pk<C;f0XBSH6SR
zb3Y+QN--hs_uX?Fl*OJM^O|u-dHhNXpqSXn<^FBc#nVgml{ry1{n<cl%k#gP!u|wd
z0diA(!p82eL8b=}$~9Dz(3r$&q&+LOWVSS342sVkNQDI4u=*ff+@4YaJmXtouC_Lc
zc&V3@3{m1Y`C>tJoeYs>P&hsL5sMNoR3o&Bks*X})wcVJs-I-FB+BvV{9*Dz4IXN<
z9H&-+JmZ+Ul(AY8!ddsYVdw}74-W?q_TM6n2Cyk~4IL_DGw^M6IJ81Z8%s^?j^)t?
zr>|=4B0TF|>GwI7$EHSn)(QmjwmdeUzc5Nzcq!W#96uG(1>->Hb&)pka3VmwAQ15t
zs>{-pwKbSxcta*NEr7;L@HVDi6M>rHv{tPob^EkqoW!0Fs!iDDe%R6LV|*G}zTcNd
zizUYzT0s6?gcaP{+g`M`h3=E&B|^#QpiSi3)mmoq`l>j{TC$LoMNgLjTx;lLDR%v}
z(=jjWn5=(#FKztm3N-oRfK(N=#><OakYp<Cv8dNxGi%gGpYBE)v30(qzI4ZH!DFc9
zvZo+HC~p+H2ruf!Z}I0(uaMF*c0_G%L78^x2$d}+0QZ~zPF{C)?lGTaKA$6zyoVdV
zZ=X5F2li4494xjvzp8kwxnkj6W>sM7xy6+wT8w|`AHwi`w<@$Su`aJslI1?6!6Z9M
z<hr6s-rTdaxdD&!c)16dOXX$wQ=%cd22fbn;y5r6sIb2=S`Fg&)Fd7+y@8Uw2CGz)
zDbGsj>dcp$VKog{3>!h$ZuQ+VaC84QW>e9cW%JFO+~#MpY%tC=q{G30<E7~oy43f7
zfsx>&XH1+L&{_yC#MO+C;CbIbRkGZP_~n|sLlBbA)Z14I0{fTA=w$PuyIy3$cbt7B
zPeIM6D?kRd+TEjJGGco^dl^P@bD={9we8jDL3nLJBcx-H2=m=h?R6rqSE2WwNQW2j
zY!$6uXvOl0@G{tUDobh@$9or}eE;sq-~)0!Gjvn@kDi0#w}H#SBQSc)SU8z~8V|^s
z0O2g?2O2qC>P3BSsPP(oi*}&oxGDDGFcSp?vk*v{VWu*=MC1JaIuH#1+rl6XaxhfC
z>pphS)LEdL&0jvf-I%$kZS!zjRZvK0RG5#Qtp?Q*17MjXpvWPvg~1>ly%Q&M_d&82
z0%FszAi>E$Bpyjn`%e1FAoKOWKlLN8N0VojeQwT+n$k%eTGJ_OEyxFTV)}#~*Q0eO
zZL}JscBb#>n0aL){@Y^S?R|kA_cu-uyG-ib4wBLDY&p+qvt@v)q-J?uNqUmGc=mGH
zcHM2iT?dZ%XZI_<^kl=dXRAN;iQ7FtoX@^-uqD4XT~dr~RaO?wLVKZLjecg}gD}*8
zw^F~@6STMf<y5fJKwJ5Cbf>PBhnB44<s>$}f#$}b?*uD>vgt83jURG4@uLed<hmy3
zccUii>kfYqbl(HiUMd#r^xU^zH&DrPA40tBM;}nj$SU0qE~%tf`aiH;kHOh5t*@j}
zF1pW?dJl7vRj)VrRcEUoKvVP@IWjY1gxk%Nwe>d&)&~@>e&gE36m5>vBR5WW#uDm@
z?MtVJ-N+=GkLdrFfxtCb4LzR~#+Bfu6)2BBj;Xs4PaiX=Fo=((KfAO<ue$sIr|S3c
z=l0wzh0oqb2^9jJ$kH7-YHONKkv-rdNo1_bSgZ)VNMwP_)f4Q7;OtkJfzAuzqXf2h
zKGoEyyyloj2`oyDNp<QRS{{6tZsMZ|5*<DDz#H=nMLQA^PEwOg6%=g51Eb+O-QSXJ
zdCjulbBo#AgG7wXapWtoSa<A3KlPE@fEXcW(tl^FO~*SnCbWF?R-Xm(FDPF6tDL>P
zpS+J6Z{>Y{Cw9GjVfA2u8yod$yS<v#;y5zl*w>&sRuv*Q`ec3(nT5bn&!Oe6I3ehQ
z5aw-O!PG-a_HSK?1Y7MCI=%(cybUX^0;XPS%}pk9@iy7|j5TJCT)87f;>P^ZXh#Fy
z7+XKijhjH-oRpOh=h7)=W>}r?Og;GziSX1X{TfVf%ivsuuLa2q-He7`{iGOtZK2|v
zbjiI=E7JM~z-qtdSj@;a$yod3e9Rq#m=`PS>HdhFX_zqMzD69%YaQ(npp9!XLc|TR
z1{I?vJ=3cwDHV^$8>GmwqpB83f-5xilkg+L!OpNF<1WlZ(Jos`6wt7nbhu6Vgy8V&
zA--9)z+^FqrI;{o7${u*_OWq`NBO-2<YttT#Ys@p$cN)9zSlEL{=Uokx9fXBHJE7F
z*Hv*ZMxie)f@GKmbeg^arJ<}%3<8Q1G2T<dK@t7iwK-F3wQ85x-0ov$<z9c5MP!8`
z73`||@yaj0p%-Cc?}Yzqy}N-G;|%y=%PEwhRRxpmmO4RP`l8x*$`Y75(KB}YZAK!G
zw)pD^xxa`$5@@xozwGDF5*dBQYwwo{7gQF*$A?in(&z2U*enlFd=#>++0c`K+%coG
zrq5dB?Lbv&hwo_E>1!`vP}tX;k+Q?KG@P%UmiTq(&AF?>CLwKU92e#+@WB$fBj55z
z(LDxE2Z0VER>~{d=+`v$%ueHC#Qe60J~%tx*2c!!W7S+Q+R?A8s1Bl~#yEZgO&PN3
zVuLUtrZIHi#Wy3KWtQWi7397Y>QQGzQ%&y0EF>$meOjxfs1VN>(M+1`Rp;vwsgo%y
zmYXgsFa5OKwa+8Y!;U{u{8tgE+X~x`m%EibWd4p9A|0=j!CyNJZ-I#1;#InxA6SCq
zU>aj?nAC%-!lrdc>Dv~j1|6UfF<kP>bHgM09}rkOlvf0Q51@e0faA#xuyf&IS`j1j
zwCd1-55%i#!Diwi*aeM5{H9^V;+PlGwZ+87mwxPY0NHbJ1JKpt!5QjGPQEJGv$G|R
zpxKSGe6NN<Ij3{sqLsu&n@^cEhgnM!Bn1$>s|8+uVayWsp5UOZl!}qm2L;xO4kQVr
znXaH{Sv*4ETdGrW_<KS1E2)qnRuENhoSKsiY`*&g;G|LTKP72{4xMIbj*7w>rLfwE
zTAZuTXC^u0kafPu!oI5cyb#LLkk)9PfvQADJ)~;rDF(!Z*bCHRWU*kfG-z_O;#=iE
z7Y~uXqj06TeN5`Und0%|ahdg0PDQL@7*P+0@i(@mn!voZp|h}QRysDH*5@c$C}Nib
zcJo~JVO;2(e1F&^zTbPhTxK9V5I-Oyd<iao<#}qr5C8B29#wqy+L0~#3MOuPeXr|!
z6Fsu=W|UP^=I2ViE&zz7yCTsF;tiuS&M_AZ@)}S=Q{&n=C>86lxxhdWx#p;<jH~eA
zL@z`Q7>7YBE`t!p{3L74DvW<KL*`gTKnn20=qkgit1)Lm7g9A{vld`*E0aK?#28Y_
zTvKIC7oj7uGD!FL+ct@TLlOqX+)u~R@;*pq1~M60IgB~9>9aI-Nlu7pNZ7XIu@SKu
zZAN>YidNX-pQ-gLbH|3(Z4rxbOez%CmM+|r+0lPu$bzz(H$Sr*sw-8J^0jF$DN>j#
z4341gvC4TpXbV5UE0<kM(0#hX1sqEXoJ(usMvw!%rer;*E3gFg{Ve<R<05oX23unL
z>0vSM==T#)H@=xPNVu6&1~Oi)O2RI%8H%E-b&Qa!`Hw@#+hGR56Ur!_n;)_2#k5tZ
zN{%cnHWE_QzV98^ndhDdg~_^1%cc**tB?FnZ(C>t?tAOo{#_f?&{e;DoElzt=O6Fp
z#o|8sAU};U=sljvpSN@-%P-W1O86#yU(fsnG%0be4m~<ySHLJ^B+yszMJb~LWsD^c
zk;v<ooVYUAmS`})vOV7#vY{D2Dds{9=`wifaZ&<@XLK_e(j?5{s}b!Rgy*4MhIqyZ
zVVA}-JBcZJXa&->L11CvUD@}sYL)$kv9ieEUVmZ!N57SGaS=OGqx^`7WV$p_&85L;
zMXdW0KzYf=(2&w!SgFjw$;x;X$8(+9oDX_h&)e<tZDF*2iO4|fxxC4Wj)?V8ya}n^
zBW)ESxOCo4yEqV;YR5VF_lz+Hc26EwWOHDzhCbtwWK&TOWG@^vwM`>EVVEOYqey=X
zHXPJ1PgmVAM^1}YSXzP!@#F*53R9^wpoI^yR!>k1`*=q9<}FZTfpkyjDtL*}aoH{l
z4cMb4G0Ag1R?-wR^LEDGTIE@%)4J30WMiIu-r>C0wooZjrSq`fus~!ocwaT|eKDHt
zbM0_3@as#PcJ*du7lDKVRf=w;N{#3ebJ9-<h#Io(Rg!NXhkiBhgh|F|;T!~g&CnQi
z8A`3z3W0$LJr>NbZfx&a9sZsozgnR0ar8982#2(GOEJu;F>3hzXut7(07Zm|^b@&B
z<wxSfG2HTaWC-uZ_<j%4x8%R(whYK+o&AcV+Iz@BSt*!zR?iz|kpv^xgz$vu!q`7R
zw_;0iKJ}i#uQtI<EH+fy=WcW|`G7a_vyy#481+Q;B?r$T3>jrw&!Y&@twPNLw9`)?
zc0+>EgGDp~HjdO&d*srLQ@JmHjfl=-j#VF00d77Qpc}7G(V+@i08=$}zojrG8JW0~
z+Y$OsV(%;p+uM`|(jszeke;pU3$Zp`6z~uckWO;#%Tjqz)vS=JIomkudysZA=^IN0
zo$DQ%NVLTBcrb#;CuIMCHnp1^qBQb(Ip~^xZDZhdoP2v8&8~3K>+E{EVsB;e!AK~2
zk}7$UYJNI~?4q?cX6L`U8||1!a63<LGrZsj{|fApq83(&N^x6hff3i<2iu9tdE-ei
z0*iP$a0yrBD&D+d4AHcM-A4;cXHJET%_6W6;r!GKE7tye=tP!(#M51FAfuBnm$CuQ
z4ecJ>O$Q(GK)!np2P$U&Znu6k5}_c=FOwAOlGM*MEQ71sOEW@YYVUE08Cn~yr;fw_
zQB%sL?vRX>_^!)WpcZ{s-f*W}Z}$UExPYVnu8Jj%kcBo-JFLexSP1?d+!j9tpaxW!
zLQcM2WHS13>$}A!&lnkeK{$B$h+ww9m;bu)nQ9Ckj4cthMVK_AA6MHfwkalxYSL9_
zjkIOE4#_=^53}2k-Pi`pU@Q6-<HMOqgPBSF@HH(hAb12+kZ#v&X@&o0^x*ZT<5;g#
zts^t4gL{4D>Da@=rSpE{-2Gsw>yHn+_qp}$Im{?9H@!*+#x}O^J1SB*?Ob`=n+Kei
zhPsj^5@`^&HC=I1VBAL-tzE!zZPKjEdjETXbTmrLfc=-6xp<u&1i1-7QvRe<QJjd+
zk1?4qUwwze&Xc`XHnCnZ%gYhd!}y5IUt)9+b+LnJOl7i%qh{~1XNKz04`Qco)(&UX
z2)@_svYtt1JPD+2ZUfv*AC2KAj8p2d<j=n#mk_4&Oa^u*WdAuX<bR0V)qBqGdYysw
z_B?@AetRW)qjD~IeR;ddW`7-??0hqOs#pMZr#;@2gKHCZ7KqY>n+bPVOvjTVR^$^S
zVG0-7RCt&DOx+yt_JC?e{X7uOCeo0*QSO4TLy@PnCyW}E9F)okCgrkp%R&U=E-T~G
zps5@GO<5dJto$pd|KBobgUE^{K|1LqIGJ}VxLnp{MiIz`K5@b*`Oiq|e~|7AfdALh
z{r_J5EcmhCIY|`KpmJF6Mv_TaIc1Qw;NUjpU#h16UhGE>sPoqZxye%q-Xl_;9ZuPn
z_tIEKasTqJ!;gVF9)e=gh=11IdY;W*(+R!)UEPpGYu}j1*ye~o5!XG2@=c>wMBf24
z+KyKd2P}J_(bkQY{3rcVM-C{4Y%3Qf1rP#7m3=`R&!xPNvkS#UUGFc=+P<Z*f!`C>
z9MTZX+$AQ%=)mFk;BlBaYc}DX4dSKzm#^XfUxV}f23giofRA8eW9;bUU}9kXer0R;
z4S|)77(o1f!N|hK#>nxn+Z=!2=HVe`kTJ0_b22Ap<pkYRB4$u=voj%PP?tCSW@6+-
z%%J?;(CM!`lGX-hpg*Wt7=s>WXJIF1kT9_@Gj{@AGZHfh+gjN=DBBqrnIJHTm^fP)
znTR_WxDhi*+Blgw*x6bcIGGSTIeZ7bK*++$QNhGP*w)(4*2cufiI{_!LCnGm^cd*h
z_vb`RjBJffi23*s{{9wM@Y5+qa4;~ipE<9kW=KRK0tVf_;E*s#H~{_sT>NJc{xcK)
zvkLyR3jVVS{<8}HvkLyR3jW_-1$H<%qyfTU{{^;u2aNC7l8J?x{h!E^4e-AsOE$)T
zAWJ!7W?}}xccf?Y4hR3niAv%^|Mvi}Lc>HIOR;I)aUawE(567JRkWauTV!tvnNUgr
z6)jc)4PLPuOa&D>9vvJWGFC}I5fvI56ALmXuI)pZ_vHO5(fwfNL2BxKdB<IvOT{N<
z%THjgEkkH%Bsi2{LcMv^ca)Dpl{RNW0gS$2T-_*eU@;wJWH(mUbl^N}XDZL<DMSIw
z7p|YB8*b%aeT2sNI%C(th#M7FMyY1FF}JnA^xfLYs1?CB-E+0c**^P)`3Q`O0inRV
zF-jNT*!S}dt2WdPbOxu_!H#ht1PZ9)X<oqq3a5zuu1~_;NNClO6k}8XBxh-$Yq|^A
z5-eDjb4eX13rj|r8A;O3;|K27H{h^wRTtZ^@mtrQCWdM%&uRmGV-Yw`o0q}20}2*$
zyaCIXMX0J9a7<+nS2KV6FCS2vatz%=@O#_Kt%*&6e+-Ck4nGj0gs^@0OZmaS^T`6t
z2%ZD18;qzn7rGCSgcEhBPu0P%9x4Mg*C8_cgk!S*2i8OJ=jq$xU|&F>y7B?+yqu<Q
z)e;Qf4!*@M*j@}I<p9IfB9b9xh;2VCN2>smo8ht%L}mqvsc$no(;{#L_|1%kuiN*t
z-a@X(iZW-o(8CA*FvfZD5`Tw4F`;@JqQq;;D*kZ9k?;8s1hTmVccMC8WICmuzc~N=
z!NU_o;>_XeG?4RY&b4zsQnprlDiRAQpZs1Dopp)Km^)&SF>M*kh=T9+lusR{!WlvG
z$QEK{gUGlWJs~c#q_hLsVo=kKjsqr443)Qa1pQMG74COdX(q7Cy9o!9DF@7F6Vdoh
zg3Z0TyeXik3^D{ZTL5P+^m#?zr(^zOpTNVh-qCqyZMSU)t7(Tg!1Y5mYS><nP471Y
zx~;Dtv!v9K%lF0jNd}O!T*=x=)-i1(l9yw^Y=^j@vM^EqbPdt!r!(9{K~x#w^F7xE
zdqkh~cJw1}4%jjHGN-6FT@B9a0EZKhVSMPcfQ;s+E-Ib|eLuTzf>2ZmYE}D>jT%UN
zhCYn~_dxYFu?|BCRbd~C5DM|9^J}ACM^E)=*|$4$#ZBmLi1=P(nI)J@UJbSywy+3>
zBPE`j5`E}^-LT&@o|`Dsg4RWda_*<Z&B-(o1Ex&tQBH-<l`e@U22Q3g-=0{WZbM*%
zi6GdWFh64zVX3ltzuYDwQK-PoG5T7PjJU{SX83dy^N>cN9}=Nb6u`O|>ygv}Y+J^K
zq!7ZsfhpX({6GQQI9<564#+>qjv#>W4MGR2e|$6EvXd_v@t=L1<4@(#PG3y}Tdls2
zD(ZV~3@%)^^Th`IOzc61@`Z~D;G+R&&4G3Tq5)vpy3v|}nSf((V$9ko=%;S*7zCys
z`xsa`|GFH^1pl&4m=fs7O~U36g#Nk!Fx{Ummnfc4b^3&~WN<<P5^!IBM#7OAh9Kny
zm=mv{lJ%k2h_9l`_YuJh=f!#r36f)Q0yD%W$gqaK7ZA1t^9Vi0d>q0z#(M~&HBdm}
z4MOgXMjIS5Vgb10AV!dx!h&i8;$uWh_7L=9>PrFC0IVq<DT68CV>tU{rYO+VpGJTP
z`L!i5-+Y&I&Ps@+1Tm(OScvEZ%cfvBe#uWWI>G4lZP%2mla$kDWEZJZm9smuv!QuF
zdEjY9RrE9(WgBkjo7HsLkrNQf!8Ade1v&OV>=@dYHhZp$u3BruYIC34UAyvRK{5c<
zf-Pr}i2^pl`TZCM)ONHky#Clf695G^DTh$&;n|>=NWx;II7FL;%qed$*3rDtk3#%J
zDDoJmGjYUZDEBcKFw#R_`XslRkTD{0#<B76@rcqm(rD9|(qPgE(_C0a>&NQR>zC`J
z>ILgz%@NJZ%(>0=roD^v^H)TQCC$V?N+gS@3AjX_k*wjjin?RFTew5Ie|R*1G`dMX
z)H>9g@}Y{A*e2JB<E9C7ick^!Miv?8%~Z`a#F)bP2k_gB+PK8v(Cp8cL@)I~$zXFl
zV-{ofC8g1a9V86oc#e2*j8vM~(wNdLix7*b)I^Qgr6A6P2e@mKeep46S}1ILY%*-3
zB+MkGB(@}b)r7AB^S<-xx5SpXmar$>Y@iC=>9|^`T9hka8*LgjoUxs;oXzfde+T|{
zSsLU}K(R+*jzW#1jlw7JCy>r~&T!A@%s9&Un(>l>sNJsJs@<uLt39s`sV)6~koFe9
zaV%M)w!mVvEM}HvF*D0zW@cuVEM{43F*7qWGcz+YOBT~>UC+$k`Db_EAMv8QvQD1N
ztfZ4&(Uo7ETIF9ATJ2h0TCH0p;#9#k#pOs>NoU~1;bdsFXjN-nZ^dY3aS3{)b)R;>
zb9Z|bdu)E#e*k-sd?0#|zG}FdfV6=;g#HAz3(W{60aFca^#vAr6vYDd1;3X%mkgOu
z0e_a7kz$n0;u|)VyH=yR%a52|(gMk$lwy|fpOYabKOcg3Lux}tL!d*{g3rH{A>*Lt
ze4assLF6F6<F(+^;9vdzQt49m5c?^?KS{7vFt3+FG&(n8*J=o9$XL#W9Ii;GNUuoC
zG_1DR!P_CrAre+dNRm`0UnSp~!K!9|zjBNuCCK2&@YX=zfWmNN&~{LDm}F#b*drb-
z&N*Qs-V6U-oKKNJFiT=9k1#a5Nv~SZZ<~e0l*BrZKhJoW*ie7(b=YxOThTzlU2(jS
zQ`u0lPL8W|xwyGFzg$SRL@q@MP4QlVMh<UUXQpzFHTz2DOF>aZlXi`)y=~}nd?6J}
zz57)39Q1s1DN~)IUdhFLb=l5xO6}0{LES(-l;zE;lhsOML?ygxf#5+|`Oosm^Y3e-
zT;y%|Z4|B<w<y2KpBiq_0I!%MMz2NB4kQi42wW4Q6p|7u2p0-x!Fa|}#+*nlOg?2Y
zrRz&lOEgM>Pr6F^k)oJ5mRyoTme`;^sm`jBTJK^`ZYf%2QQ57Mq`s%pR*hN%UsGNO
z%xuKW#!OU?RNrEGvAA_+aRz<1zCy8lQRB7Qd0aWNRo&B?)2<)CBTgn-U{auDEM$yu
z0DS<4CXn!jTEG0d9I8BW&1Ds2?RXXHeEb}3?VujZa$@CeTwso9PTwY|H-d`;_iT3w
zqx$BYx?giwlZDGRojN^%OL>ra7wI}RAxSxEp|rv0Ui2c8yP3O*d!~K4oy?u=wf0r&
zLGsc3`QSks;_%Zh#ONo?PwDV4m<E^*%q9ejqz`hJYCpwA9KX`dGSqU1kx;Uha%teZ
zOS@?MO9-0vE}m1h+&E3hQGP`uiW<a;a+I~WlrNxAqkoe5oswut7eL3OpQdkpuDkxF
zzJNlCotn#vex3ELTkBNoqOI)N{~l-Yo|KPf%bhU#FmAC~+rVr1%~_OGbPvJ=;S-)q
zbm=d5!p8x=1V1?P7jjYZogfK##eDi)Ik_Nsa~$rJK)~BFPNbBjc;enDddPAZ<Ovvf
z?Du}&M~&x%2*X5_<J@q}r{%>v?z6tREM9e4q@7-W871464m(iUo85)pGuj2b=RNNJ
zt2W8|spxXd6xjeYCCsr@a5}rE*`7n^kq`fC_c396_V4Tfy^QTQhGyg9@#~B+&K3vi
z%hj73(gSm`Uh!-3t30~Ai;>h3T#d;_8QZ7>z5Tv9aovRe;j@tyidl+p)Hj;r#k~qb
z%2L`_jni&(mu8xA7ITkg5yzwEn`*!75Ei&95Y{Ujr(ETCjOM7S)W0{VS{u*eGublL
z)B)G&J6bt<-0t6&!KuMDTnw%?&3;`~aY=Z!Qu<;kFE*oQ?|!2pE;usE_3pM))}p3e
z-&D_K-e7)lUU}%^vhm=#0@?;KhERvc%)NYF*e;(_b62&zlT1BVz9OxVv3jm_Qhp?R
zQFJnQYI(S_yf9la<8@KAHS;_%n$Cq=iF=6Ufa%V?OUHP(dhj?K`U_1vNIx(^o3yRF
zZ5Uk_a|mw_i|Pl}ZL_O{<>@(A4~wQX&U!ocJ?=Z}XSS+q>OHO_kGI@SgTB~lg`L_f
zhl`*yymgPThepnrr{G8VDdVAuhW10xqh!Z4kNdc5$Fr5Fi`5O9SDD8tc4H0}c0Bfu
z)?ZgK&&H40{o8&d33)?%izwY<UBv*7i6&ILVxE6to^TNP`l$g3x&obt2dG^W#CsPU
z$eiXSU*{pstIWJ}!tm2E?`hZ|0Uq7iAzvw|6dDcRCV|})<h0q0>I_6o1j8)DIPFOF
zLv?(0xV?ydzb(@Z?RE2I+?5yF>bF?J7eRm3S*_E;2YpfeJjydNdprArQ{UEH-!#2w
zxx8!dZ$gr?9zjBZMq}|T>Y~e-E1Ztgjuj_u^!S*?7(cM^Sc({Mn1m?>sU%B%OKU8w
zmbe?9k2<#sPYrgkkL_mbhR>>=Q_gB|VL0NQfu+^x8xl$z(j(h0sCl%#?7Rgw=kc?2
zh+Qai*?wy*c3pZyuB>4qXNl<TCKPrZ<|ke+rg8<_5?ooijoq1&6_OR7El5mr=tP~`
zO|p<2PiD=o_86M7%&5~h(?dkIa<l(9m7j0ev0u6&+qc`dOSrBgTY_QEpl3VNZ0sn^
zY&@2@SsFM<Ps5|eph%;Bw*B1Jt3|Du<+YSUe<yZ6ho$H-r(MCYA=7?jLvej~l^n7h
z*z9&|2}k98&bZ#LzNRpxu`K6KQ^AyDsqH2c)Z<YHp@D#k7r}LW)cW37cCsGRe}0_q
zyFSS6=PCC-QxGum0<HjI>n9+vH=(a}2)`4A*ZG+DWM)U~reN;yayvy=RuySI-d=|%
zJWxWGN{YI%*S_)6{$twHPVacK_T_hP&~>CP!!Uz=Mlp|@m+qUL+q~1=>w?DyYscDq
z`Yn+~1m^|B!Bnr@K=JDG^3y{o{sJvuArgB)TZDLb3sP-xH6v0jl0(WNiikS;DSBHH
zQqn{<W0h15gRO~8bklUB^;OvQ)D;Dc1)2mBJI!kAQQlxGdRk+qe{pV7Y=J|n#Q6S6
zwWggsw90qgyt3i*Z?eTnW`@VNn9__JR*zLE6=N-uvIAl)f;8gq$$S-CWct}q9YxVe
zQB5%c4TgzxxF>=se)U18a%VHx^w^QChO7mRy-nbaY|U6!3s<!3TkQ-^%IOD8b|uOM
z&OsBF8-yKgZ`8ohKEHh!_}aSQ2vD*DbXB*8KF6-%BCm;b4ek~C9G1`(RcX0}Z6j}g
zzrViNk<yViSdQG_$@qQ8YkYm{_k+AD$SF4&k6EHdg3K6uu+?VwZE8wCqh>#X#$Y1t
zA)O)RncSN6{bnemAW_O3H4sIU@|>H&)9Goo<)%VhEA}pqt98<$>PpV|v0$V-j-wn|
z(?fR5Y3#`rbF~fCdSvcl7IprXW%Im{@x0ls@JP>IUwo!*q-<aXX<45m`rMf7tEbA-
zp~OMez?3Guv_VVNS`QbCE5ozz(^)zu7XxM`)^E%Z&-Cl<OPg--4rOp6P9lb!+X{rp
zruHZgarbA>R?F;%we$PtnBOrI`C<k4UXU+`3|}tEf7|ya{9O835o=AivE$i04mO@b
zNlU%@V*2~$D*Ji6Aa5PzX>RNGDgpTHC)hRiPU!X&Whrbu1X^Umfb<t?L{O7mQ&dxq
zqw(p1=u?bXbPV)^BrV#8N`=b(N|MTF`$c;*dr{jO`-)46tGgSfD`luyXjJGum;<X}
zBvF*`&qSeEqL895v8U1O6gcGi&8jM>L>yEs#P2d$d{@<SK6cR|1;zQ8T4lmq(mjeX
z>NkDydQ=%@V#_XPQ<hBZs?ETzflu4u5`mqUEmOHynL{`;?hM-YbT@RNAmUgQzKSWg
zd{_+X)GG*1l6P$Iz!7Rv#09bkCDhLvV{40RS}h6I2tgO`eK^j}q-XS(#IAQyp{>4c
z4NsHLu+Li8D`yp39Y~YdiO9KFu)ga2@cx+ox;^aO2;UFCzpQGC+WK9bhI~ya#G3-6
zQ`Z;LkGZ?NXu>+cnE1@o+F-ZQ^=UzHsQ2;JQj`tiB?b;btiT2*TO6#22R^cZOSEE~
zHCmKA+b-6|;bF0^G;F79iIhx5YIR~MogoG*qadNei~bDx%0XyLknSEMuO|6`aiS!C
zFhMLHN_(??&^@?5HQ)F1IPn=px-x>YW|^m}<zC>f<h?qX)%{%cT+<vH6D-sAxfoLt
zqg&l+hjV^i(V64(vd0z#IKnF)&Qa@|OQm_8da<$F#ZdcHf!IU@ygRO)ixv;%3%#}A
z8&glpV(@5DqxAg7KH6E~&U*{Ium{<uu2VATjl@CDWhyv+3o6hR2awG)h>kc&r|cIU
zcxB))Q50TZgjWwQd?1*gv<JIDzP!+dof0!hjXk435JZA7_E082J?Y{Yfa&t(B5Ee$
z2@wkGaxeOX=_7{G3gPYevBB1~dX6G}^Hs~bGGSx)C(&!r5va;rL}Nuw1sfe)zJ%05
z%kZ}**@WEp-|;^X)YXHmN)P1S;g^@H5j6kqmhR*;o?M=aD}M2PLkNi|FNT|em7cL%
zf-D7!_RJ_*$4MXHn$@Ujq_|71r#_%8d@bE0l_>ekMA8JwxZ;527*}6Rf5{-nxO4o5
zIIqxV!KOzRr*4MiH$s=Fglv|+>Rth2N@BxY5xJUaP<m(Pj3~+2n_mkGI`WB%?%58i
zY?>sza~hITX__9AJ2Cr*@t$SlWjM=cE4YUaC-8tb)lOi65OJ;^{LB|*z_fRTVHVe=
zKruH@p<U5v5qfrxASOdGW=Z(8U~hGH9)s(^f$YS7v3#H^bbj}AM09+z={(p$r$au7
z|DZ6am+0*BZly1#A1mhISbCa%a;1KMN9uoZAdV?9E?LFN=*7z7VJ|fBc|-qHwW20t
zH*B{I1u|`(vYNBzL_=e!sd`Ji8s(t;t3tRYkC(YIm8OT{PJ~gCQWxO9LZbPbE862`
zqB@9J`*$1r&C~A6+kN^>XogC=#v{1r*HLroQYs_LIVv9YrW&;;3Oz{=k9XdAb9hQ`
zw4Xg{e(;qbxRv$4AglQ>3L&^Ettvxo@UMTeZ9`CikW@lnqWblT=upxjkD5wg?ZXTQ
zsbxM-nmK?d4WCveEy82_&h(%4t#y@cI$lCtMM6q^V(A9!X355-3wlTw3MCCP3Y<re
zc!W-)SffgWl0VFdViY|<KSaNym7s5?b7H_?sH3&kw=$yBIWln6!SP8tLUKb5VjR#P
zU(>+WU|Mxrz4)>1BHC)`-t7M6WeH^87uJ`EpCusD5*m35Z4c@7tCR9eqkl$jdu$?O
zD6B1mRQ%Tg{E6(&QV|6Wg=9Hgxg&+P0w?J<`JKFd7OKE9=w+uB5XWo>a#!G|a&XeX
zWT9{Un53lnEu%<d6Y89msdf8xbk%Ty7quEeF%dtcn#K<_k~KS;ORS`?U8?1Elw*w}
z6Mi;iNT**|c38a!d+*^#=<Fd5OeR*&Y*Bs2`<fcnFH1L-pci;g+o#%ReCCmkpPpFh
z_2T``mmfPmTgd4Cv?XyGRjc2sYPmGTR{jH=tWL@l#SFzfJ&rw+s!1EwKI(pY4Z1??
zj)F)LXTjBKbWN#rP5Hess%oe*VA{3H<H_eO2TL<#?Ry*1D^I!yPO3XMH|Oo~fcY-m
z8S4til<3US3&t%C#s&?wKcy2*L1}H-+e2L=_ZxcSQ<83-D5?dhQ{`I{&~+EnBp5e7
zV<odefXpwDT(C#)txj~kY+5wBp05mMf%%zKhu=y^d-bs@DOkBQz^x!@0(iXf2rP(V
z5rcbewiz%bll9bKO9NmhF{anD7IHg;t4Z37MU0S*EOf7Rl8w2?2}iE|nZm+*mBz~_
z-a?2X<h^TBPS6|BBDpIV@vt`N-+%I^Z9-+q=#EH26KZ6;OntAa*w!X)7cUoM82o89
zA9ouo9!;ZEDDPhUTQfj-PJ&9cO)|zaG-#g5668h6a(X2<Lw`_L!EoEE-(ubP$1?ls
z{E*g=?&8o|)5zTH*^v`ZWCjO<E8#9=1u&lD2BBB7Hz;3iS6-IV7Jha-5-thi8Y&jf
zLCw9ro~qocPuFf7@+g7cw;A2N+QHw(Nm9c3k$E@?Bc4$)@da`3b(!10#|f9W#f|4C
z)~Ke)Et_;)s%lp2w^j3Y;?}?I96y~zvq-HIu1giF7KvLUcFef3G^v&uHrExd?Q`FC
zr3ptx8a9(QPyBAatKmAs8^omdYG-!eiyIr9JvpqJYZ&@+*s?1+I@^V?82N0>?Zy0t
z#G?Lkd)RPz5x9ZosgYij?#6~k%hQ2aL;E_jV?2@FrMHJ<O0HMrrRvzE^LP@nBsMgB
zUA%KVr+rAXpshUri>aV)WcDiZw|wBOm<#^zr^*-B=K4ELY@lu^Af=jx`FQd9c_ne(
z>MLmP_+K0EXEJeDmptCt3ktL3T)za{-Vd&Lbl=BR|8o=Luf2(nO$=swx_@nAFtPk&
z6GI&Uum}k7>)IO{;QzI=A&0N|&z%m2zio8<VP<3ifQ&spjijN0sV={@3%>ftUI;TC
zJw6K?z2*lZ;|QQ#81ZSuO%3ev)$!^7+7+SuKyl>o>Hnf{pqc(`m1us@FaJPzm_PD;
zwD5z~`BRaAu7j?HwJ|=;pBg_}0swcE4DIYqt*!8B=%^Y0R{rm(&!6H#)_`{W7ucf!
zz;ga1e020rqLQ+xqP!Y~h@pj(p@XTuu9V>iy7Q4HXlSo*XKLeMZ3oT#kBYxr0e~G-
zD?ocBb@k<}Ep@H_OCw}zXYU|jqHBlGKo3BTbpH{drvq#S{e=?!H4-eW&>v&<@u8!o
z{Ugu=fTWM(BSz1{iqF6bh<}_J81R_@T+{z@K>suCBmbYP{Rx>FS@D@!nebWY0h2<@
z2uNdMVZ>(v)bgSEsEvv4qsEW&tSodNT4)x)#DA0ngn*JC(qCl&`DyXl=s)<XKdFDO
zhlzm&z*7O*`L{DY8#DAr$&YK(f7AvzK5F|ovoigoPao+Y<p9TD{RE5!10B<!z5-+x
zCP3`~i(#Urg=S>^dyW4O^1p`u|KS>dQ2>1Y*DL)sv5bHL`#Ang>A#uzf3By0H@83L
zC#7o%FvS1CJS}vM?f<f~kCOa=B?zrf#RgbXRE(^2_;hTnECB0bVF4^fQNa2!)#tM^
zwlD-Vg@(^w{{uv0V*;4yhkbuUsQxlh0bQFvlp8b)9bo0kI~ZCj0rGu7bGm<-JUxJ3
zQ~3u7$3zE!;y$v7-~;A{hR@0P4=l&{0n171y8MX&=9>xnucZW_-VEsh)&ppQ+}{@L
zUy6S&_<z88%uIh}`Uk5A=nOL*z!3kh+}xfUjE(w%<Nmug&?iW5eBRbz7HZsHKOhlA
zY2Qr&;_o4--^H>8<q(cdWs3}cST5DA%_`yy)GHL&(g)XsG!(56N38X#vRPV$tXXhM
zr7cR)E7qtQpPEH8TE$px+qQ<ES;Qc&UaZ1gW;GTS+>SdK4Y4)8w>93s9C(a-y@l4W
ztl6a=EwSb6fC@|FwMU71nYmxLM6SEe(`4KT+d61??F7%<-V|WSJEgKZKHpyds0paj
z7}&n*8Q8VIqrkoiZN$&G!NnE`Etps*%_w>M{D4z1j$P(e(S)_|e))TA<@lzig!O*I
z=Ha*P<J)lwtJA8>{(jBv4Rl0;RqK(<t0#Bp%~`|t4jlDHS0b>y4(Bkg!I(u9c@n<I
zjv@M2j!v3{_5m&)=)O1Cth#Gb7II!ReQ7H;L5Mq+35SSxv(|liukT4cruH~~{>oLg
z$vReJUmo64pD2(>kCL7S4v}hzAL!E&6REm7!j6hdJCQ~QMjQLmbhP_fR+zQbz@x<W
z#VF~{@gCP=BDP5K`=HYGU_t6Dp_n7HOzTD+d_#@`&=R4v$;jeWZe~xvq`q&hB58ZP
zPt)FLfY*ft_@(j2{eBjfg4f;-vLPh4CBW?ziTWL>CFd{fJRV~I2J;59GeG?y{2Ce*
zsVNtjN7T;hsY`v<(d#sp-g|Jq)S2hQwy=Epu&ROK66+5Uxp@a;-+7tN4vw8CeuT1`
zD<<_oLry4PGgFf=4%b2r2RqRO0{lLhS5RO?!^L$9Jvz2kp3fx4M^{BNQwlyNY3p7Q
zRdosipPATV<72Ze@$(Zkm&cax2?%Rc`A;8`@nf`3^0geuNXjdpBGo4|Uf9M%Uvxy!
zOnoc##*~;ZEk?q;qTXMp-jYR@F2SRY=OO#rTz?hB2rge!2hUzg2`)cH2%2f+IK+rZ
zW-f^kTDrMKg>>*`nj_)5U_oWXkhq^)5?ibj>yB8*S2~7UA)12LDT#L9Ig55jI1}m~
za75cYW9Fq0pMs2?5$oP3`$K3XEGAF!cOR6~sov2nUv?<&ro#~)SXWXu&;>#^WKgIi
zQz&^w+-SbMma4N`X}=czGO+E`@&?@mZUiR82RQ_H0P=O{u-Q1K@gG>qy`+jqOz*FP
zeqih0(2MEpke6Y=I!{wb)sb(k*L>jVw8cBmGCtSWU8UK4V(ueD960Y;9OCb0T#@4m
zJRIb>)I?c`vGDdt2(P>-e}i?gH6RMXVCG%OyEtkxUF}G_^^wNAFdX}h(+|EyWrUQh
z!qAWT=3xZ-?tI0gFM#BY&@0b|Kx@!NDn;Hqk-myJu~(YKtCP=zVy<VF&*v~lkCSe~
zmuzY%WTa;)r;}h6%}qHvY%v;9<;SMVVNb`>kGuaJ`mzS7pO3T}5k?;wSP&TNon0lY
z@AFekX-u9<vY`sviIM7jj~!)XtE>Tul2Kb}_tP)6CxWc5@W}TdJcKGL3v`7Dk=TeT
zI!_-j^-GwTZh|fNE#U9pZ3VCN_fX;_Zy)oqlDW%073>9Xy!VgxTT<RdIV#$Ojc3kg
z)22Pd?v-6X9xkelq{ri7p3`z#xKzz8sxd`ibXYH&y0%%?pULlY?F)}>RHIV~#J|Qj
zlq#M$TQ)4;-c`T0M1<|6?&uDTjFTROk4LiNnJ(1Q)O&sU4f%`VU;{B-U|FeVCw3&t
zb9%52DE#x|AvC@R2FthgPQ@L=M2PU@3VPzjDAnD*+E8k<68l@2Z_Sx{V$GSopow4z
zg|z(PmqPiW5E8&O<T~4E<{P_97H9sKS8<WhXv$*U3zv&;a~WUHgE|s*$=WO+Uhecq
zcy)C{dg&#^LU)jEFcVZEV14^>&?CEbOgPQ39lESAPG#%sI3serxx7z+4Q}s&a6fT^
zxFB6B@{aiMp*&}xzku?x;_F_4grcFI1faP3^ubVS>3l?0T06JFP-!Y%eEL@Yl5}OO
z68IJ)fsuxdU{k%(Ge4n2i~>u6SV5#hXnf)XZ-jNh#s7RqukuQl8IcD<iK0^kBo3zX
zty2y-9=cM&`|qmi(R_j)S$TC+j4WPUsw#}>ZDa+mG_Ak_I5B=o-b_M9J`fZ-t3C%t
zt3DSHZm}IG{rr(td6eoktu8Y<NIhB-K`O0O<p2$7=mT({cZ!XaAMsxKL)Z>(AeP^-
zxva3sB%;iWtC5)M0-vXg%zD4ZzRjth13dlUb`5zMPLOh@3(gx|h&I~R_V!=5>*#V~
zVof}Q_FXOaX?GADz?5!udNpq&d;0%O)H>Uv>fZ3RACwHf6sDvwT#@Vk7F!8TQpyii
zBJ<yi%pYmIrk+4Z%Hr_xN7csioC`5DKf$d6F5BrE>niA(S(|!LDR|s&5YAuHE;byt
zZ`FgWT8?0MN_e!-3^(FU*d-Y27)=PV%zYed8B24(j?Dl<C%c*s4pn6Ys){fSKsP@H
za$@o?HNH)7(jZdui9=D1;v`sjh!*1fEGK>xGA8<238&k3LFVB;Ltlz^(@jK&U#U~s
zdS|+>@h<}Qge#v`7}cZCZ0Nk<hgpH9rZ$=gD?QkDHbV|5rK%}>GU_F*kr&5%-~84T
z&e`mRE}WK9nk6~J2Ygym+WMWZzUjq8$Rcj?!nf3b+pTeSmdML9@|4fKK<}&d2XS_E
zH#+frCLD`jaRm4BH@qz<ski|fjJ_PsiYQ>v9IF(zDrsZv=kV{)tb*q0Y6A(aXeWp4
zt{Jpey}Kou2mQPU#I-pNe2z_AU2-8c3v8qluA!+HSR!{y%Ucl`s0BA!0_@7fTLFGJ
z2h@g{sSNtt%=_P!{Ln@Qx^lr7>np+N(mPU1ZgH1dd*By+KNO+bD7M;$TYl7#PvSs3
zLP(5h>=p0cpd^@Snf|^z{fbQH)+&_8Nqw40$1}OUp?&1g!a?!+dWIu>uk_6=QYfdT
zpnl(@{bjyrjS+X``Sr1?Xe}4C9u02*UzzGlf^EomY{(s<LqBn)MoL9I2U$2XP|~SP
z#4^<{Jj{g=$bkal-8DE|T5C3v!9h5kx0p60i$R^(r{N1{-U8`q-uMQ^F^0u{5{__5
z$N2I%1|Q<DB6#{azI^sU1&F^ZrLN=fX_w1^c)yO}uK*jI@sbFdeha}Cj1?9gUmA2x
zRKP+$=B1WVL@o{yN|YGCoY$c~J%?X8P3uY9+G;J__R@S7k*}pihE!m{t)fr+Hh$Oq
z2=n%4rL9hT28G68+EC_ZQtn0gOHznxUcr=d%|mk@WvM#D;6&9UW&uC)TaZPO0g+x9
zEf5-KR6li&fi~tK|IDud@ajokRDcMoYJv{~XOQJX$@uTeP($>D;HKPCq+S$EzU4_?
zq=oQlRV2A%{})j+HdP3=(G>I1l%7_=`F{*z95w-N(n@~)fZ3+2ngzMb{)t|_njlN}
zE!P(Cdkgdet%~}&RL3xw_9_1Yx-aI%6*E+@FJA}{+S_60TI7$59gPaTMQ`%aJyiGX
z(KxWCUS(Uqu<Hgw6xTeSH)WZ;>$IYOy%5>Uzroe*M;`>g(XY2jD3Q#QyN-+?m(XM0
zoCw)(BMRVZ(^B?iXR(>YPi!!3?w7mMF?60+4&x9fah{$LyMm~z&Ge>5u{ksid9m}C
z_jL)W9McKyZ+@B*vDE;JGACjAH8)0p1;!~!a#hw_rm%d}<)*@DJO=Q!0y=L&owC!S
z<))a3S?&>xmJk1G-Cl8L`gW$~bU+j-A;L}3U9RLma#=HA$dgl@@yQC59oXbZ<S;JR
zJ`8lSMQgqZmwkc7p*(2(cJf06`1L&0Ku9~uvgi7{QpK}#emjv02sP93%P#+yl+LB*
z8X6*+k<Zk=C$?ckjW{UA)R~pakInIUv-v7CO3AZRAYN5>1p+(cT`q+zR?fZ9T3*y<
zL0STHM+&#Rb7;lqQbGM^{DO_T*>~R4SWd*QeJ)<BW~ejeu&Ffcj5A9O6%!{GXzjqZ
ze9oVD;h7xBvg=(9F^ETG$Kkd|H`CE+M-&6Flup5KtrSrHw=bk%vC3NEw^d@LVo<$b
zwxt9+=myv^Z{iQw|8Z;Lb>wBJjSrX~WsM)~kgMb%WCY8OQyH6539bUAV8`UJ$uS61
zCNQ35*riYywLr2$sje?#nGIoM{qo)$W@LNUtdCMqbTAn~^$ZPft;?>SegnOVh&yat
z;_QD-5W^PxrH_A6FJc#L=hVmNJ{6B<-N_=;-oUxm+*wh=398C(rs-OF`AZwHHu;f5
z|A-H-b+@Q(B^I7R1^B*t;N!^jf?R}YptFuBku5&HSPy?G@TUU{#V%ztHqUw&7xiXS
zzBo*tudA%wb8hc=9!{PMdBWThu8NiLhkzfmdc8XKLD@*dW4^DTU4n=ZqO_k?Ykn(&
zqcKccfG3af)?k=0gN_+xF2ORU_!#|BGX5pXkbbwp8WAZs_t(x^#@FnCscL~G-o+O$
zO^vsS*X7v@e2vxRF;w}E!L9a3T$IMRlmB;-<oQaQWTl>t=W?2!A8<FPG7x_i;U!M?
z{7EjWtxHThPf$4Hh|_Nr=6D;lC##?5Gr2-s!C>Lkq!VvRiKH1how7h26-4P1TVp&T
zQ_qD`J9@xD0lL+-WU-L`X5*O2a4>jIIY2tx#phPKd9%-cI&U)0!$?%y$i5l~0*&j(
zu{9ylpo;MOpy1~0yjx*nk~`E;n3Of~mQ7CG?Ebk~z{tFCWakWCeZVjSVcxz1;dcA}
zE9B4;3;g`-C{0yS;7IL=+HZmFx4_=lUyXQ3_X69VBC80&&jhwS#OFbOS4!vepRBR=
zVh4ry>FV1qs$est{x@RlpR^hIsP9V{?AM(mqG-5?r9mDuDv`G6_LHowT^leecm^#u
z;bKBg&+fp>pZz{-X`@D$$nUlp3)!EnUTh%YB%h6+7lCu-tv#lz24$wEj#}-2ixcBr
z8urZ3^HL)X2aRQ{@w}f-U)^gSz}$@)xEYn`mCHZ)xrM$|R>XQo9&q`HEw8Ps#&4I_
zf_HKQ-_k<IB5p3@$C)ws47L$Qrj&d07_Oav4Ya*BIucq`k*ZDp^(lkRK9I*{U*e3!
zv<$!W4aDaK_>^Z-jUa50uPFSQ;ya?!1T$>or%lCfD+W#KbS4Uydc;cO$D0P2j@PB-
zNCfGt+1;V#_ifqsw!4Fu7>dUWcL-MUcnOeqwy?UNWug(`$PvK?+3~svcI@`Ux5=3E
z*;Xo{YER68FeII<I`B3~HXNIrn}nNmoraw^K*L#d*lE!d0|pshXm&za?(5*iE5xnD
zxA?^Cf%+ko-yk^%1ATu*!=Fwia;6b*PA29W_aur=GaT$Pt`Xan@)V}X(DV>a#qukZ
zdOSaP-J@(rl+DyBKWJDrZ{p$%qc#ib8%vMB6(zLx2|mwzzEvsDMi}HOY%j&Nsw|`8
zEL$T|wun7iDwQeqDW5+!jmIHT%%<#6Ry{Re8moK>Trxdo7-GL1rhC~~gYrdAh1}^a
z`?AVB$7Y>98Uv<o&KBbe%qr<)d5xJu+nRZl#HqCU=*BR#IDUW5{tngS+ns_Xjc|J5
z*y45%Cy~0(Lvcps=2pSO!}epNYTECfw1VP+ex~3#By=X}q!W`e#^Q9Rl1`2Pjk?&Y
zh|wZ$kib%w%2Hrld4%q0!_sgQRZMfn(p>YPY_ndc7)@79)+Z}h>*^{fXkT1PnKNMm
zU3opV#oT!Sjhl<4w?{n^0T!n)aP-?&M4bD5H{PgM1hcVE_`~NeX$DZTT0e2$JV;WF
zsQJhgt}o_vN8r)*OR-G4z=7{WVBAXT+YQh(rMr*wMaqQ<yv#Nj%)bo02p1Y=k;qn&
zzZWj&TYa6Y)5Y$A1QGhNCk?gy^TAy3g^BPD^Rrj@&kmtpZKCap&sPioQe*uk$8OV%
zZGtE%V@}Tye4VM?CGj+sZ0dbMuNa_KICrukyp@?B>!Zlbshvvp*B=)<Gxwr#al1#R
zcrNyIzVPXaDC_&_%BP;lEt~$>mLzC)H(vC1KR$M~lHY9fByfa77Lqr^z_l-8UFubS
zdh9g;K`MN~KEE>e>v`>0ON1o}q2Ur@l;myZ@+WEsAT^jmo7rF7g>e!%G-?YanY6Vw
zB<Hno9=v3PPhFFPmM}1N&j#VM)G#zMUWxl_!A0qvt<XjrvpZ3?^uMh{Dmc&%MOOoP
z#w`x7fWUHtz}PIcfANw>l^F*$mod)CGcF0E#||nA;h~kGVkLd;Xq{yG>cn0LQxKt;
z-%_fLh)rRA8=*$T#ch546ywuvBET#=T9B<Kub2=XVkSv1cPxhpEEa6Mm|+^-q0kZp
znT~Xxc~F2a$&t=d*@pFlm~G^ic&G`?rHD29tMx8{YIpM!CGz*8t-w{%aJ6G1RUuW%
z`)XoqoQ!0&c9vHz-M4bQmo(yrG>Qx~NG+8g3W;%sjX0j*n0(#6M#(1nKNkrya`JLf
zpXT#fWJpdl_SN$RT9V+U*wG&Ee)w!uv(gNzp*<<J`#yFMTVy?&zW#2$q<SDa19Qho
z^F)_{o%F$=N}Te&YFTg#1uj98m7x&kqp~Zjk20@=OjX;J0?4RMN}(Dh-^=F+7t8?a
z!8)~FwLfYYh#)-c)6@#**{on!(b}y0dfhey#Py4EY;0^!6<d}Fm|(60Bct&%QO1ZD
zm$%(>3#a=b_Z?Qx3q9?P?Y13OrIOHlvFjYxAD^CPczqA5>R`X9Ues=3V*}i$iS4U^
zMJU2WC~kh7|CgY=+F|!**2ARVz<_v+R%6*dm+n??t7J`KM3@bh&RpOT{WG3+dU|4F
z`K!s+p1kpR>bCKZnRp)`-SK;T)}V**fru<yiUYdhz84j)mniHkS!R)+-!J)PgR*NN
zZbdlC-8O+tx`$T3cWKskX(E4||HmNqH@PqtDC>$!)2EZEu;LV_Fu%mwbMvpRXIfwZ
z2C>w3fahu71Y>FC&`j;N@cLX@w2F{E)!lKGm0|M99G=Q<=v<5~khMP@$A^^E@TU*8
zl<GCNab-jtE>Ckk-rY&et`XPbV63{8-p%qL9OP)?Qi=H1_FN|9TqYnr1I^Le?Ihd{
z>rKC5v_ec@fgHEVz!>P64)%g1spN8qvqpgK1CaqYfR2MwgW!T{fO8_?hdcLpLYmVk
zx-JgI#}X{Cf|<HYhR@7aKBhLV6Ppw(bG(q<@LQa8@h|vX893M+jE;8|b{J1?*lGft
z1xUXu<((WV)O)VYsoq(sZ@#Z`$XhrYIq$ZB>r2_EkfB64x&4lR&^g%T&sa!Lquvve
zrw%RRLPeahYO4hkhw_H<s3c+vwF)zj4kS++`p!ba0BsXO;pmYqeEHOEPBD><-6Y%y
z+JZoQWBH3s4%H44)~|keXteIvBhwF|yI|7ZPtAPMVq6P?c8t8mLooMLl&2gHuiXM@
z=dZMA5B7E2SvkT8Q&)Z$90>l4TC(ow_H}yUtAho#NK1*pyz*S2j6&eq^3}uM82e=J
z^0>4x?>i$fcu3r~+qzqCJ<>R@wU?raDXE{F2&2Z!Ils{n900-X$%1dm_^JC41vtt~
z4W5csN}tgD$Ty0B^@HXfvEIs;_qy5k+KvZfy(X%gxLT`wTvpWaMdd%tF#-Fsj4j~K
zbH?>f!u*UfXa^rA1Cq6I;9Yqt<9iI9*TVOOlsbF)+kbxP;p)2ABfErwYpbdBc9tT!
zPDXYS7Jt_7aLVIRRZ(xA`2y`E>bqD<b4aK!>gKDi%%C2Etmmt@WM;u&HuElN>FA31
zp$;SzVcmm^uts)$Z(=g;4!2?)U0tkk^83bu1v(0X3fut9m>GjQ&+QTegiYS9>&qyQ
z$OpYe767joVhMH%mJ0O3%)5Py3yb?nrU3GlFgV(<m47NTSZ!68QHqdFEq;U|wC*g3
zv`(ar&0<>&Rplq9g83K+pLr;F_O?&!Vusz1mM2g>uYOCoUdl(hzA(gM3+WJ|zRcxp
z^ERDR@;G_i7z%@6WkO4SaaLReEWZGg>aX=oMRQbAK^%+o$P|WwdX{S1RW*0<3uRBq
zS_M}1{;x{XDgD&_%LXZnASs9b;T$pnIU}jQs%)2VY;bj$<o)7Q!q}$d>D^4Axk3w=
zZuH<`X?C;DgxzddpT~o<z5oKCBSC+Afa3F3>Q5V~ucJ@_{}2UP3y`-UYh1v1Z{gUQ
z8rDT}JIw;cf*EU47wl9o^2@7Dn(JYz4TWfX<xK4_G%5yGIFyGb)WO!xVQ)!e=1fw^
z<wSd*vW=jhiJY`kNVz?8WmxH>!bls-=g}}Iz(F6&q9#oU4kzSkcXkC{&@Kt0)}(NZ
z*xnj9^2+J;nsH!|w<qDPQjTA>L&9MBS+-50p4+jMacVQxDj9d#-v(-mMK10PHr}`^
zDy+3Hrc&VCnAD#+h6!TmG$i*R9{A0~r;`&|wW#rM!zpo#VIS>#vJPG75)&+axBY>c
zbps_|@>1`Q;)n=C&CrJ*XKf+dOK$Pc3<n*{S}Ud&&+<-eM^S^wi6>Vp#nPpfV-y}`
zqUN9@NwyEep%A)3!?`Mdbu&3;gqUqg!qoH6yB5$Xh*~g$zj+%lkdFwZ6lv<i(CF9w
zj$bpLCngSEiVq{Mq~t@yUn1ARQxhEZ7#Uo)Q`7-Aop08Tf~5k2FE@!R8IYAenVfg!
zCgWbtn~dxy>BlztNoI!Ye+XO+d}=0#U$qdY4Y|9wz+1YD^y4jQ+4++?F<Pc(+**qx
z(W6UUPWa6|)O>e))at5^$fe@FqVdEv?s4yO&f|n}%i2-9j;n3`ES*zs!~LSlKxr!I
z57-NcrKO1QCUvcpFSk^*66|UsShYLCtzYVDm20C6n?-HEGZW0IMW9{rgNMzh=ahw!
zA}IL?8%N;4JUN`Pw@LG`w<pjn2t8i+s!V3dSjm5bcy7?Q58F-cPcIR5r8*L?wIoDq
zt+lMyf|79%7V6IZjwnQ9hDLIdRWeT@N5cZvBgLmoZqR^Stq#3J6>u8Q?<Ag;fDiF3
zY~%j%AlQTKYk-z-Di}y22gw#(C(+9<2=Zbvlw_DhQB>+*c|t+S{bphMw@fy$N+C>@
zip1wwSZqI340mwwWT%ZB$^=L{-g?aCSKDjMN8Yk~<k#iT(`%seMcAw)ziYY+9Ui7Y
zw%wnaU+GQiKqu(qe4jGm@7$rW6eq6cfG@CvQQt{R($S+lF|B_%yRsW}Iq*Ui&(U*f
z95|SO0~63EnSI2zexrN)w$00N<}Vi@y&J=ad2Aa==*8h({R!uU;|9552z9WO+-M|J
z*_Egps#IZc5G8%pz6OAycm;@3C4(D{M#<Hdu<C~(7@ujT5tQMh>=9J49DOx1^BQ&@
z5N=*mGw<w@1o$m7Jg$?a@*gUnYeR~SVon}pFT(PDBw=PX{FQo`^?ho<*vOwKG!#O~
zGdQ35i;`EMvzI}t(Xll}7maQCCtPrM2jon{&0Hjfb(>$}lah^Pi$~v`L0cB03geC?
zM;Y{O8_4Irg|^iO<ZH0uhm~_KZ0)#fEFlcDUiooJ90MD$+_{VNM|*unBi;z-3X(K`
z)#yr9L>8<wH8463mRIih@rAK5`n|-m&TD(;{S4xT;TqfV%~RgX*dP%16FHJ5sLmL)
zS7=QE^MFr$i63;mH(@kh=cZpcFthkBMMADm>$T%#8=jyK!CK2C`U94q_%zVDFG}9e
zgIyNPLq}iu!8TBd0p2kFYo_CD(mZISYg(Yx2UiaU8LQaDE0s?yPbXLTQHX=Ph)#v@
zC0N=q$r>_L``|{EWJq`ZmSYV1ukD4B3_GW%kw(VL;W0@whI}$*FVP5fPW^49+N-K=
zsR)Yw%kH)iLLD=*&`EMv5(A~P5LOS7P*wH@Iit+a2)4#xNwI?#j_1e8>!)1SCk#kk
zSe*O&sS;aE=XQuxTx=|L0zvN`x6bDdq;6HB;bX^7w(C4Ll@+c!ofmklGG`pDn+N=^
ztu1YBZk%bj7iQKMn9>OmVFP+Q!eV(jJ68`6vR{RC)Ro+1DN=ND-#?oh4!51$UiCLO
zwWqh|D~%VGFVVRN)m1}NA)W2({rJ6n4Y?hCT88FGyrdq@HD5@yx4rqUiBlB7v$Q4c
z<o^kCq%Mb3YTGq>9tCyKtW9oJh40OEZZPkqwP<rZ`OQ*M|E%&7WF7;nq<=Yum?FaY
z3}b^jG0H3#H+Xe8XK@lFS$$WF=JsJ%V_9NpBsT7ewFy!wuBjbE+>Vli{vzh(J!oy^
z=KM$2bY#Yy?S4=4-uJ_-QEqWAux?2#96LiXEF4Yr=e)vYk_$N}U7R2iDobY;{moCk
zK>yvp>0^bXV@F+VVG8d%@^1=X_D<p~alZt~D#@7T^||QB5z&lhK@{CZZCDElR8&>8
z>5dql84lOfa;HlOI{y~tI^ynVh`v&Nk*#4ut%YI;(J@u0XO%;2Au}Rt#@WivYoj=R
zFfbA?En||C3~B*IrA!*bP3c=&p0$8toq63-ictx3Lh~Rsr`^27NU6R1+B*-s^us^s
z^Mve@wz?@JpL8w_Q-p%{au>r<L~&%@a$}uVzFa^@dkb*_%C}XMJkEeLTi08p*JiEs
z7*wap-!Tj|HQ>_hwCHuLaK&GIkF$bE&7=dOBle*J>dWE~rYZFC&48LcQ4GWU%<3C9
zf})OMlrL&Gk#k9--5tw(%@wR?M@ZpJb!=TIW{LY?n*xMraAeDdwbxW?;+$G^eCtZ=
z+WHaZxr1EC=901`NhX8N(ccLUbIu%^ge+zmeiyIhw<jeHv@_lVZwbIigKjXsS5S2H
z-jIHZ_v*a4P?NUWoT)JmkcU7GP>1KP_L5}{ZrZPO1;L-<QOLQ^7QLWIln-*uU-g+G
zZ2aZFOO0)8#u~ZmQ}EfLa1ixW4g(dX<83q;0+;o56|MaJ^*(*SfBA%_eekTp<0`bX
zMD;A%!BGFcQwWI|;VB>}*j3X+uZ*dq)S;_+i~p4jPjVK{yx(`hU-W3K%@s`?A@7*4
z1Xq)it69a>q3ZXc-qBRwG|OL+LohzIoMCi&&2P)F18*I_lSO%yMOKtG7LGrEIajLS
zJD92u9ouF>@Q`?zd=bedn=Dq4ES{Bm*5bqWiSm@~zC^<>F)H=gef`?xu>Rs{3w#j^
z!P@r8Xva&|En3-(<#KX!^AnG9`O1~%DO2CA^)vO8X7`5pMK;W#9`^v6Y$hh+h*v15
z+`41#0!{eg*ktc4Jplr7MeaO#+DJUY@%#dag5-#%$+A{XoEZgfCPX-^oN_X5_Qh#+
zkQ_l$PsmsgD4Xr;Zm?Edmyz9oCKYEjxBGdRs6$FK4i4Kz5}d%|vk|V8jNw-r0@%$i
zP$Dv1&ct{Tv&+elD@=qFb-(b*H~7N_qoMG!MT@hYrEoF<q^b185<?41;?_!^eK-Lb
zXsGk;i7I1aoXxcZ$72>b*cPi7=&n}VYE5e%u&q2a;LC<5?ZdS0hQ}POP!RSU?cuU_
zv2hTxEM<cQFSLUwPY5(0n$q`u%U3k(@Qs$ZtC%!hX5YDYrP`2ztCJ%rC!Cdtdt4`-
z3>VDjt(HYAX20=Ht=g!AMb4FhyBg5bi6!kyn(6}LCsxk_;X6Spx0hVkiS?@_&70t=
zodPQ^&%52Jo|u6vbC)|WVDJYh;{OIR{GfL}h#odt7PfzKeE^K@|I79LVekIsaqGVW
z^CZMXL===L`0Pw|EhH8G6UqBPs{kzEe*t*^zmdETKJVX%ynmy!{^>{TzaYf_na=u;
zHvR{fg|AM<3_zNw80eYs=|6x!0361w3H?8DS+oG)>Tg^YprQZbvhZ2xnEyam|HfrO
z14j36To&7(EC4PG0CD||%K|tq`!6o*qaA<evOXZtf8(<LNrnE+X&Un%dh=gg7NA#v
z*8ShynFXjqxgaanbKkEYlVBZv8eA4tp2>}J&?D~rge1W(4#9}8-f2ZD0)YetNs5Gu
z=5K`TV`T3FPt>?c|Ls`*8;$|Hw*a!E5b_pz&JJ|;&FmvMUq?ZN`tfT+GvD@2iZaVP
z+d;bhxzq7%nR;5Dczm54eSpX>=k@J<c>3~F)XLN!BMHS-u41TBO;^hikD>avKA}G)
zGA6VgX6mY3?_4jt>*tM@q_lW|I?VjK3qNClao1X2O=Icbo|4*}WZ(U;b#sDryxHEz
z+S!?LD=b-Hp|JuRh_jsKSmsFRKXL1#IZ~O%yf^mD&gG#By7p2T^)msAie>W<-8tm0
z=B<{68Y7llj^(7!qCO*ScU(zGX-|(~Kc_G+pEG%x6z+k}vr#!}ylLU$8E=SU!kGKi
zqm4N^F1O^2GPiu#!nFZ-{ckui)d9`AK=^jFm2>>g10P+g6tD(tq{}rnmtNvvr~+%N
z?AEaqo<_2oCZ)n}6+Ic0TAW2tY!KvRqHEncpK@^iPTWmI8*JJyK4K-%wV*BD^4_Yu
zP;P>bi^V~~7PVvjuJYeW)4&{fe}UG1N`xH+t_NuWs@WoAI_oq86ojXZQ8o~&5AR)N
zAi{#1Z?lmtlC_LbOfkZmJ1+sH<2E%5ThRP$PZ8M^j*cR)t@dT7Cq$34EtAoIyyc6$
zm|F>hAUJB0Pq4E${ToOgy%4-BFDxnCCWt%}qgK>9*Q{pq$uF6oP}JykzXUE&D5Im5
z)Y1kWJ>#c`x_AzZ^-w+Y-FVfG%8w}?O_u@P`ot4{P4NCp=|-M@KU1-j8qh*mR+z*`
z^4OTKc$WxY<2s~Ccu{B}7QwJV#z9cuxC_HO$Qb%F<;p==y%1*mH~OmA!6f%CcwK`!
za_+BL2o3ec-C(=qk<hTgYzY`xsB?{Dg&t3$tb>ShRvTvq3qkcD6{kh$h~;RzKclEd
z*}`DUzR5Nm+j7cyVDRu^cGAUsL4W*I)QOA_=>TLTV$JUw!{3?K3F-}wKf-J2Jsb&C
z0b)IE=#7>LqVjkJ85n%6|JgY_huyEE|6L;K=Y#AUnqSATHvI#|%XhyH*mQ*F&u?<X
z8+>!3m0y+@J1sX!DpMZp*92y8Tpcla{2|$S#l64j&;xo1o%l$=O+39VB1{Hx2$`-6
z5jklL?iGt$9qpXeb5i~tq&T{9geK@ywfNfJzSjL6PNCTLdNo`$@%ai1Uv#g>4W>wR
zBN|l@ad3+v0kP<6%|35*FIUrNB$3#S_kpY)Y{QreeKW^z+CE>)cw?3D#V7!;IW)+!
zMqwLpBMb=mxhPd(?2<)Pn-KtCJ;{jb`ZGXH)dU5mOgGDx(g6<UhsxkM|0CtDVHT(b
zEdOV{^|sey{Weuf2mgR{y(}qIyBZl_7&t?MxVRrVs~Aln(m06|I%{*+Sv%wBBNSE7
zxpriP$AaS=Rb<#8T;PX7V=!cnBBN{^+SdeY0g6>md3$+hb6*~G89BpNY!anFpsgl#
zbEkA2?9kWpe3gLhy|p$eGeM195W3jwF&R;6KNW)P1C{vHcrPW6t4ajOa}=g-<Lc{?
z0IbMBbtgzRFq5@uCdIgBg|i+?uOuyRzh>ysm769f4EA*7$aKE;tN7Br<Zws3XqNx+
zr}hBrJkHgh96RpjyDOZ+v1>TCcs2?MMjZw2V5$TC(J3h2ky%nX+{vd(MR?zx-iTdH
zd%3@i$q}6s4tO&2)-NAC%)eFbFu27Eyv%xbUd3Z7s`Oqdo20KEu<CAXx-=1+1?*>X
z40qm@1e!;BgzXd&1)gA{I|*Tz5U(6G&T+5XrmfM|_QNhXWbaElO4v`>N$`3(-ZjBn
zlRd2-6jp2RprhSjQmvfYYXp+J=;;xVa;#dx9uKpyr^=!lTCNk0IE8M|FI`iJ7v&9Z
z*RoRnh}RgwH*cOZ!qJheCsiv`s!^=6qfmwTek-pP>3#x7k43}7fRr4iH^_WSD`CZu
z*_#wM6PF8z4A-jb3THm)dLY}Qq4@0DOfig9Fg`6&j+vjwA|s$5&fGtPSa&#6OE2wb
zlyq(Gg{H3#GHK@S5i6U+Gwe{LmQs?p@Z|Qhs<tl0o}|OzY@gS=nm!)jc_B|ZKfJ8s
z84QUrwu^m2T6tbNn`|Vez|uPLd?9@h#w1T}@&*KM*-Jt><%R21+-Y2Sp{M;9<>tlb
zxKr^B#v-&hM;~5+*fGWz5ku`x1PoAc9ty3|=|}~0&rxgR(F&lmEfxj(2NGf#pDpEI
zzjPkRC7v7|;cw?0;lO;P^TpBvrH%7lt0tmA9+15|$%q7nVKay@2##_TG1nH)Y=$6w
zU`7a9w)BkI0z>I;sC)8=&#Sk5N5J)oKc|Fm5kWPJvN^7k?IF8UL+^H=she}+&TD>7
zT-Y^teDtN(ra+u!rnVlL=C@a@GuPt9RFG`+vp=X4U0*E*(<pOX=2T8wR@AM1PHGZO
zrqFQIoZU75?acH;{e%!@9Xg|=iF%UDbGWeDQ{S?YcD|6jgLWQyY3VE5yi3m7ME|##
z{VTgtdN!pbZ1Yy<RytG+HtxO+!@Oi(s`HH9HBR!+kC>y5;AZp|IB`PPN~|?Xd*=hD
zhAbpMK-8*Bgv5ajw9u5%l*PZKlbd1!Ihw7;))jXrwPc({q*%xlG?@+7IH(@b4_{Li
zhQ2y(`<flm|De#DC35U=>FO)^k#e%T)XYbbx}K>hnYMRPt&#~h50**6Qz0&P{rz@5
z@mlWdNL~&i8g`yl>MRLyFV4F)HM+eo=G0La-wrR!&3;YZEC!;QrvTA_(j+U4u1WIV
zMr2K_yQl+rWvA4>ZrXuc%n7YQh$-aAIcH?v$hI6Os`$>T&Drl?1vl;@<IV?BUGzUc
zm*nAESmwXR!tEyF=2-MeKD<rw0CUH+TKl{e)ryb5`-D?tLQGk?hEQb|93pZ}jAzZ^
z9%r=?NAfy4(3Iu2nBZuc*JLj7&d5ki0&W|(Z4dN65NSpsj=s8A<SW)@(5uA1VU*?9
zZNt^7iIX$>7n?%Y%@{GuY70p^$Tfuzn-FSB<51>4-%>p>zaspGy#3j6$RmfeH^~{B
z^K_8kadaU|r}h%zG$~q7wS{r57mLVwkwa1|KdO|-t^E$qU^5Lp%9kbT5PNHf;A)*G
zt%9mfZZ<X2)12P{M8h$b&%7-9ykx?h&LJuJMEv^IP$vv)>I6Pyk~{V*m-t1c!3^6g
z!V}wYK4CM+$&z?QmDbe#PICLV-ZB5La0OMBwKExq6Ar0Oi}tN+u@>K$en_&MkeMKc
zXJRCt>6<)moMN>@8`imq7A=@xMm5BHQshX|Ob1a0#Z?Yjkm8N6Jih8dsnTsj#-gfu
zyKIE7^YCJx?F_vnx~Tk+dt6Ula2CV!=Ge}6JLGna$kWODc4E+>Yh4}bLY2{Tu~pEg
zIlMD`5^q%cgsCQxawPf`m{&t*@$H$(T%Tfz{Z75!565s|si5`$5cd|qZ6)irusJa^
zV+=7fGcz;C%xuTZ95XXBbL_;-%*@QpOi!6PnVI|UxlphEs=rjSdbhS!Qmb3Fztsy;
zS+9;C)F(e%BaBlplT9bc?6OSb7DnvJKEHU<-n^==v$~adeUKLBDepY-7QHtx;{F=G
zCc-XWloCQx158HYP>Xqj7O!l{=>F~0II6A{W0#F{l&72Wkn)bZKP@rMl?IOY>f_Fq
zq-|GA*!pl(4$l7j&U&a6y^u?fDZLDs5T|jy%u2{r_=DV_d?Y!?mX`UF^^(z&mD|)!
z%V9eE;uUtww$AJ3CO)+HOLo-L+`ZL#*v;uIZ+_>`U>EldWJ?_5_3&DRdv{I-YxvgA
zSj1)=l>v%HAt7Tp%>ip&R>IgHbr~m!24}K${@<oFPpJ0NyH5MkX?OEnVY9;RVQqF<
zH|QE7&UbCD&I5#rLzL*%P(m;D8%$9pd!_Z8Cwj`ZJnb|*sJ-|m6NGwmVB}XqMKP;J
z<P*v7DYMA3l2fIslHaUlm}ptn^&(T-J4y<t7<w6I8J25jYsc-o08xo}g(e4410B%l
zoFsD}vs{82E@C8Dc=Wyq@{H%8(T5NzK3X?qt`FT^<rHF%qPF;H3-6<_>c1kb_qOk$
z>LXd`PMdwgM?9Y35_1KaV%w$5kcZQ^s><2N9v!qq<+YG0{5U3NU?<`xuT|*MLwOU)
zHb^z(e^VJdz_5t<mYnQI<)Tu;^f*X<R#4Ond!phN^!yE}{fD&xo=$ION87}J#A16u
zq``&qKrX{2;;P8}W&0#1SO4+heYtRotfnckrg+vwo(n}#S|uxb>W8|dM-Y;c54Ej5
z3H>!qHI`(^0KzzD8nsjE_|*?HOk72zL(t2t<X8H)@5%Y;jM4^HE+EzgoCgq|u&ahw
zlvQ<)#0ydsax!|(n&c9wqz~pN6w(XRcbkW6QJ&cvQhuMIQy39l=|MSrWa67^WXT4y
z!Cm^Q`e^R3PMKM+$VORVbr&2jBu6Pdr%e;z$WABrr*EHFDEhprWpqODoTt~#C{K+o
zo~?7>JS5s8Ox$xzGVvK_k9)aB*7v3#@80gwCuwxmZ{XvL>`W-6KaiET2v3(ttmnU@
zE_y;bE#NYtf0&D^85*bW0-Ka1dam5kc56N8aFd-<dZl0OL@JTi5sEt`;MS*?uj}=9
zFRz)eS<@^|keyBnoofUC)~zDc8D>h|{Z`kh$(dKPq^a!s_%rmX#$ZS!3QL`1t2S0L
zEQ~9#n-+7A2IB~8O9}VU^=>8oq<kd2(;uR+Xi?!qJ~1iDXEkc$I6}5O!mKi$V)L`?
z!k^m6pHYUJ$}mIs!ch37154Z5qY8(dM(J*^Z@R9RvRvH^GS{FpM+zhJ?0SVu#|z9w
zkG0I>M^lf2TN=ku<?0!OxCW!onRZYHWJs}!+sYd_lnwZ2i)LwUpr8F5dxgs>$!q46
zms8cWgtSA%5#k8UQYs^964eJ`d`+H)n%UG9tA(ihmG`G>wM|2<g?y_Th0_>j&&!4#
zIY4`bvC1;`Q_Etw$X#L3OPPZvN9t31F+{X|7$ZfnXDf5pE((hy_8_<isVfurKDU2P
zoeY+hyw+XepuXOVs`Dz%bx0qa)3zK%)zg^+QRWElK2|#QEqM!D+T$>S_XT?5)BGZb
z4>NCYApKJj_KK?VvL3j-Z%$tfhYC7expxko^A-&Zy;Q@mtZx?W3r0`HAfyG;>1PvS
z(*EVVtX!NdEbE)*bPeT7$_Xu#b1b1vGge0v_t}%T#I0N!O%1AQZBT`60sEm|0ZKo-
zI?UKjnt~uRbi&~s9BtJN;^LBPrIDWVuGBuUDUP77>%I+$4Jf+rQyR9SXr_?$oz)du
zM>Rr)DNvR)%rB^)K($QX7Img^=98f<bz+!?xEiC)u`GCKE%2gL)W{Tj6vEs?*;TM^
zCwqm5^Hz3`syCn2y_hCYdK%c}zW7~mW?Vtogu9v1P-vKz@~WtsSz8CRkg#c9XMexR
z`~j2si8|*x5qi|0#_;OPBe$eKbJ=s3PARoPc2$Lz0p@$(3RWGflr!^&Y57xEr^_4*
z(_LBb2}AZbY)d<FY_((bMjQ_EOD#P$1Ja#q8aA5eIOYN%Z)2ho&0I9f+NlY;`Y(0h
zq&=ntlZWBFjPE*m#a=QE3=6WOTf-AW+?OGJg%!#-W%p@c?A4f<^oKXu7K6J(UM<Dy
z7pSVfF&c95++>(nh%jClqHVxu;TRBuG^V0|@-IM?jmd%A=_`B1aoCOk`Dy5chCXXB
z4ikK=ZSKj2VI6st(?~PB2X%k3|9HI#hws#^wk34?itSMUBn>Q79+9wpxuG<@tAAYN
z<huBDSogyH5F)6(eh_8bXW`Eb?5gQvmB)*RwjDGu)6d<*%M?w2g&P%yIVkub8-~e;
zkIp1Uj`Ao8`3(}h$O1ZsaWq8*$WKT4;Dhqb+XnOGeLh9&1%sCs@O1Fz$*m-MumT2z
z$l+zo=oLO8a#cEAj$L7q+o0c`a2(b<IzRbj|G&ZIersa^3O$D3xE%d23GQ$C-TzuJ
ztEix;rX)xyXk+aFFuMn+fd3;r2F3D+z84_iwNbV<`@`R!^_OH40M-3NAq&8){!+-Y
z0bs4a;5cUHUz*fE?f`A;U+v$0|F4h#zrWT$A;v$(<M+7#OZEtm;Qnij{`-6Y?f7Bq
zWjX}m`zI)xX<=Q7{1Y$)Ffeium&p%Dcc6wL3}7>{1jEqpp5wSh<P*KH_Uw#1>4=A;
z$8XnOI4VCL+oVoERaD~lS&JtfHhl-Ux|m_qwb-ssRGyE`EjcinV28s07)~8~uF29;
zHX5_?lCxJ&N^^HPEHrq^ueXs*O4Q?O4A!aopvkVa|LDw7War3JW-(uodD_NwJ-?T}
z(kFp`k9(=t%B^rqyS;BE6B$`Na86yXm_*|+U08rAOJ3GeRrccthor&1PVvossKI-t
z#*QP2tIh*QStv+Y%ewHQPekpqRznYAZovs!*tdpSPAdH}nLEg^Z!ERrYC@+f4V{Fs
zaVLmj)lSx7!o=vIPHIBmlcd#p#yA)8!m5ubfM{LEb*OBS?$puPLNb)Gf#Qqn$;vm!
zp7Y7dk>njwbrXu~GxT8lno$LOlnL1fx+r2S(dKkp<flJYOROc$F_w3_<f*IqU!F1D
z0a?)T?WHIqvV~|kqWZ?Msdk5Shzrdcg2@n;Mj`pe9Y|Q&rVhHJ)pUrDNEk$Qh+7t@
z3vc8iUgD!+g%oE%OSd40unG{>)FBWuA<g9?2tWH3;DTu}bts^R^pzpycI_MIe2Q4g
zXp@JG0E?kPVx+TUrNSf>DK%tP7a+2ukzeax534H5A$_^rSvs!0SUSmA7Muaa?z_2E
zq?4^<p?d{h4TVqm&kO#K`Sfd!F*CCKUhjXb%-{3w@Adw-&i&7|{HO5vKQHq?ux$W7
z{cFAdk{kn|Z6*MePR&RMkoL0vQXJFM|Ch)%D-&SJ|BY+|d<Xu4Y_t554gaY)1_0Cl
z5*$O(13trF$Tkx@0NMTv&;Iqx@Hd|Q$I-8M^{333^-sHjzkLP%==lA)f3LTHDf<6B
zr2nOK|6iz#9oZn&6z5a-S4bcQKtEv<iy#RgISHtM29RVEJR>0@BBHZ^^UEWWQ4pFR
z*M({vNt6h;M=B_3c+w~)EvaT@*m20TV-~Jk>__Mnjo+0yF7ae-3)*MA6K_~>%2>ap
zyUUEd-k+{GTFlQA0x$WQ1|+i5S_!Yg8~N&KdMb)$*vN<y5=UAVYd3YVipJ3`Vd-|V
z_8WQ&30^lvC|*Nhw40i%^W5?}BJNd;O0vpqit2P|wYr%(RM@naWAuF^jt{VxXVAKq
zhthJ0My_NgLoLV=i-$|XHtLx5)3S{b^|1kh(#ziWb_A8e(|fq|3iue~&M6}jXbQST
z1O=W0c8>L!6~uYPt9iAtH|-uM38MJs_X4(q|8<wrhzau?<=tX?hi3fvgu)l65Ts+{
zxx?WkDihz1S&_9dj8adPyPu;Tcrk@T3D^h77)S}233LU*6c_{eC(s3T2SEopQ0*5u
zzPn!F8(<jV==Z@THy}UwVz+t7$S*()Dl!#_96Kpy8UZ3pGpW!bxE)$PhCX^e!BV&o
z9BM%Kut0D=EXn;Kbhfg#h^YargyUX7TcA9vpHO^UvNZ#k1|Tdpv-J?C2*E@7bI3r1
zi5L~~T!;mc41IAqQ2chp!i{rM$S^Vy2|nq|W2p6h`yxQW1WMjH0aKgH*D);mxkJ{s
z;6<J=RM>97C!Y-JFeXcN6ucOSIUD#Z>MQmWUL6}0r!6ecxARTWc)y|Sr(*0G?`gyv
zdpA-d!*VI=YZix)6x~@%5_g~10MCxP>%<E;*I<`<*Z0n>&iM<6hlm%aH(1|xK62ZS
zXdlhNt^B-i;+}RNaDgg2`Y}G0fq6Z2I1rNY=OeoE6Xt*SsOYq;)z~7hm@{V?&8-&y
zOme(=89y5<LEkl~)zsB3S2k1mgkubDbGml$qI|ei+$UHcvLdX#C28+yYn!Y^79U(Q
z6jG(WI}KyJIL&{Q_VW=lsB>`bCr+JxU}OH;b%r`?JuRCWF31-d-!%k9@bt^U3=v5S
zQ)-qlv(%C&+n9acGMddAQDq&k5akusa{DXlqfisL8r|7C{DZ0mjB4<y%kSpIAS|Pw
zQ?yFwExH5am5?l17Ef+e`$c}9|Gb>?e{b`goJ>FQPf)I69eFF#JnLQz!DNFs!QCF4
z4JaAM$lbf~n&`Ak=ZD5&1{I~)AOo_DsumhBWhRWkn*8$mZNyxpK%$ECLZ0;=mZtMF
zj&pCVeet0jewzet1s?l^d}aql<GP)RllHo9Mm$K>k59VeAUxjD@O0uuK0L>e1!wMW
zzEIaIdFAEyKAOxO1zm4w3-5;J?Pw$Us41KCQoNYgFM5{YQxWp0na*kjCh4Jmt3=h$
zwKlACYDLwW%nuG{j2Z);LEE3byX>UaJ38_oHux93Hy35UGM*$M;U_cHc2dOowv`h`
zBv`Y|;#$+i?=%W1tPfbNb%6UV%{Q)_IzEOa@SpdpKQ)zP!GUJl_@3?i1m8-4<4k3_
z`;93M>b_X(&v%lO2OuyDg>7gOgg~@}*-UnGPvm9gTRxfYU(&BMeYF(5EI|H1la9kB
zeNMr1XAg|tO<`aTSGoRu^}0wEc$vI91gSV?fcOiNEU&02R|0L^;34_<jjEw#R-?-~
zCVzJr)hb+Tsqg{oky>;iw7Z7(I@Su7WuGYQ>972Fa%m;@4!(7+dLq#-;)uN#mK&kU
zkqr9&Ch&(<i)`PF@y`(;c}NNbgnF*Ul%n}AAF*XAQhM{+$JSjdMitt7a5J3?T3hk}
zA%@fS1!bRI?}8*XnZSj?Q~kQxgYRUhw~WHP>)5^^AndR*C{}#mBh|Q$MW!CBo%0*1
zs4wC2&e0VENECkT6%lJF>{o$D4)KHXX9M%t3VDE7j)K{(o;$4G7!}?Fyd@>emtj0)
zJ1WgG;yyy$$BckDb+#G1bv15&mE12;4l$rmHF&e&?7OHaWYkVMJPx)vOdMo|o<kLZ
zYnPz~CXB8_*ap(-q|2%Q?hDUrT(d%R_eK{P`rN;b1o5W!7|Bj&RekIiR};O_@2uk;
z21=W}a(STmQolbq@O(qE1@GCh2%GAko(hD<bm7u=qR*ICq5IPoZ#`84IYC1BJFQ<U
z)v_6`;*)dOFlX4;`?iPu`s4kq;)!@A8b<0RRSV8*BN4|?3N{9Ao?WrW$k_A+KZt$o
zB1*K%DT^rZ0smJbNgXHmt4pgudPWVS2&fcQp$81NyN^sWA5yg7?Oj3nY=BTNtylyy
zWpi;DKI#Yw5GLf3?pd}~J8kX?=lQiv4-frN>4_Ya4rGy@Yl(HamN1ZTP$wigcw42s
z?sBxGnRje#penjoFqv#HFJr194unn^xP`t)wt^E_iI_l^BPTHMy%^XR<dsw>20OhG
zo6CF&Ua4C-P11yRE;K$F7__YVp3a%LnpCP7pnoL(99*?GC?FdYoMQ1s+jg@>1C{}?
zY#k_tSS~5rg#y)2YKfeAndHj~VJwd8sDu014-EAF4ECWkXLDEAbH9Ze<zcO7Nqwx5
zs@9NmtHxUirw+-79ijQz1V{E(^k$ltA9}cN=piUe1W*+pBzS#LP57xnPcI*^{5TS7
zC5vE>pkdmqBqDC$QFg_#+3_^xQ;WvDstWh*o4Xs|loYow(fVCAG8(&fi^oEZOE5CT
zogTn=2_|f!h`(B|M~o%lpV&2XtWl3zl1GM7TaOaYY=Ww1<6Dvf9}$ErNg!piVwCe^
z#o;gxsU~^{)7rD||Ae>w%(GT~csM_zTH0^&%<XjK^e(=F-&N0#TE16`0XYy8ekBjP
z5i5<##ce7@5i_``ezQ)IJ&Gr*N!_MHm?>2mqo1|1(F~ChjphzIl7`)~Cir6%#)0XE
zR!p-3jdHI*mw#<fcrQP4Sd&Axip9u?^5zrpm}!l~(RuNC)r1kbZCo%<b%o_<x;o`i
zBc!y{08AN2$$%+&O<AF6lScD`%7UViiiB}$*Ue{h2-M6k8L5qSF{5-QAqH#a4tzr4
z@|lx{@%^cBw}$&LofdJqC*kTLW>_Xj$E0DAAvxXQy>;E+$pa@1!^LR8#&P_lJfT}i
z0}NFVAw{;{@{caW#fI{4Dki~6G>Xb5xHyKwC@3f*a4`zq=ITR`LlwCkE%8-(lan!V
zUo@+NqusuuTkeQ*WhfCVT$W?eL!Oq{3v%J}?)6>nvl(B(v(1+<9Of%zh%+-!DZ7)(
z-rU!TmC7oOG94Buw3-!C$itI_3AAdVt^z%XvodRU-as5vZOmwPTvUCWWGAn%ncqEg
z3NYH=6)j&K5+}Q^I^<5CVQpJY&4*#f%>Q_|{EXe?Ld!!h{WTSGB3`zEXR7;Ex;9I)
zi)-zgDZ3s2O(bEX40uB?T9`R^UmW~~Ged{3(>}{<uu4pb^%8WKQ2gg7{@2gEbV4ZQ
zEEvp!o*=@xB<#68xJWkAQExs?Y0<f;K?`WcE=|Q{cT}x%`X%Ydhq?G#4k)BUstpK9
zn{77-g{M$BeAEcCaUgX(00I-DmnAvI^*~x4D)fwus;^zVm+cAzsm9H6SSGX5cn~uW
zC~}1=xBI{dke2>|L6&OIAq86oV-AeKSH9PbO*dCd>FL9}?}v6&6z%MF)g+q83G4B~
zA|n;;jnL++w`aGkx+jfoR+p8%kYi1_jdJLNADM!Ga=3w*N<>?yel|4EZ9p$D$L5at
zar!E<9osWW^yV79;1yFEK{?tSOxAg~ZsRceaietM^nB($OUM%zAorA3DCn`pbIBAx
z<(q*c=gh2qhAQ!-h~rqIy-!vh;qmA@uaBZ=p!tRg&5W)_kRUS0afjb`pUShMgGbCD
z#k5g*DQn-Lee%^t$C7YR3Fqq5!aj@3w+_j$h2R0=Z40aEP3LE6r_E+m(e<s2g5l8m
zMOW)>^{37PW#+7vr8zuvT4%SWZ%Nud9v<Mf4^Jo}*l;-;$GaWlFvM1mNORY17;cH`
zOr9i!^<OV*1Dd7_Q1f<Iv3m>qgw?IA^K#rw4X)O@rd}Ju1Md(@@+!aTnY2NC&|Jm5
ztPALj&5;vUNoD9msEAMAS1A&$B6Ds*`6@)1Xo?&^v`}1(5NKcxZkqs6f5!4vcEfc|
zqlh%4K*aE#rM*o<XkBJ4{<72Pj0X<4mzCW_v&_z_l<uNndcWAmQw^zKd%0g;x(vks
zTf88_F7*@eVL!8mKLQq5$4BjmA6I;e4##A)mH9u3&jvOQikDI#BTpQ+q0viPGo|l4
z!!l;{{QAMMRDto>D4tU>80VUJye#W^oBFICxL-S_ZC{8Tbz@P`w;aNu@7{P<qb$}<
zUMWT^IbVxbI_aOAqI$v6rr<x5xcsaP(S%4Ig1_@sOYv+jVFX*&>Occu7{KHUqxTry
z85UaI_u9c*?e<(b<JAW)>~F+%VVw8R+7Mm&+>(IYQ8%a+kz_G2j^Q4dWi5PatKjDq
zE^k*<ZqWcwttu2eL`7ksZk?EF@tDj=>iL1o%58UhlpKXwtd4P7#Sr;Z6rB7ApmRFI
zBhC(FL&k`{BW^BTSWgrC^xE!4{jO_F<ppWaMw_A!SS;aq_C>|b3*fkHvBMq-)*NrG
zuCF<b#$U=Q1W@zoE$T5tC`|evBb>?9rQDRhlgyz|N6ZHoD^O$@1+$ER(`RFYSq>tY
z9Lz(eg+e;_k)zm+*;+wiD%#c(u9d*vOLx_exq!<D0C`KOD&{8=b#Z8)vI{3{%kq;!
zF;8fGhBFr;OW(|qCD`xOQNd??&J~tG)=We!k)s6Z4#$#~XqlR{&kcd{5$+yGGwCM8
z4(N>`hw!K8=p+c495NYm;)J>{ce-tHNx9hZIZJULn+{_tcAq3<X6?&(lgtcC<MQ?b
z&by%_3Hgcz134+;PmJYKJAQw8vt=X)WA2W&Tk#?kyb*UpEqf?#9)J3LOji|3)hke;
z-M1Eak6oRDQ*&xh91AvF(r&-kvv=PxV^8b-HKVMnh`eFDKg-L!YTxbWgALogvP+_`
zNn9qc<d`XhW;OH2ZDS8or(JhW3!5+dO^eMd9^*QxZI9PIg-_Tn53&!?FAULGAZ>Ux
zo;?jzEwI`68DM>Vtz4gaX6YSQw#}Lu9cAIWTdZl>7}J-CZ$O=JI6#T)fyRyPX#!?U
zvOQ06va0I4VHonYPKG0#+N#!(mo0Z*gMBH^RMoJyPbyeM_Zs@b%g18eMtP(My)>7O
z!(tg(sAcQRy-YIlo2|qhmm+Bb3p%<Y*A4w&;Gs#V_Ep%1=g=B|sH83i!@JsViZ4o`
zd1It1)pGFG8<=6)ba;!Or3Z41uVGRS5#e0MAZ`2vIVwe9D8S%wMl$9-j`k=*Yz2;+
z`<yVvuNu0!06mIHBz4HOzQ{IpXz!$TK(MWzco+Vm&m>;GP6H~ByNFI&7`(42DRnS@
ziTi?gKM@VqArDkmm#ecCKeJ@doEp_kV}1_1xl2L$A$su?#`$&)Xti4}@C}$vfyhQh
zED%Y60}U@3o+6$${J{hEwR>mz=lAkY;<?ocMe(O!XLi;WYISA(iE8tQU%6);QP7jD
zwZ7=F(AXY2#4SUWQ4fF71UNlhkHtO{V{LHbyi&_SUW*h5Y|*c&%5Lc00e(NL@2w)M
zs;WUrZ+<ABJ4A`5ak{;=EtBX@1z9A*Q?WKK$yTbl=^LP#q_rB#<PWKDPoeG_k>9f4
z&O9)mJv*HFCoaA9$~XPY58^%(_CKzhx_?2BoG@ZF<gj2M3ix!ik?D+Wu<7FaY25$=
zv85YYsJQ%lc~=Hz++uB0MS+<aHq|@r(N_5UzX6|q6FvcPS<JuDr(dw}ZxH5h@CktX
z{El7ycO+0Xd1YxqIZ7onD<cOPBj-OX7v&WH4ILC<C;0yj9h8|4>OWw$zh3u0zwLjI
znf*8K_CFCr0fv3d08S+UJ!Aa`G4#JO>|<jGU}1m5XTO-Be-T5WSOCVEzYY5Utk2(u
zeN2Gf--dmE81wyU*vAO?-@kw~Cc6Kd82V4cKGr|I`2K;U{igT+gBZ&CFCy-5B#o6F
z(DOeMLkrZQJ(PMI-;MXuS4R!vc5y%Moa`BXijIH;2JcF=#KXoLCgStamKde^)B=Vq
z)gjuci`eVqCn2u^KI5m9oo*RmJt6VEzSW#s4PUtmwOj+gg8J5R8H)X$*91NO?Wy_R
z+1r_P{eJX5ImM<e<vJrJuHkr&MgFrDF~4u$Yz<nim+Llv5L2av1F7pg58-o~q-J7;
z%oY1_$jq2gnYC8x&NZ5ErRExnX6()(*MaizC$TF_D$~xZSu0lJ#});-{?fg^c%CY}
z7Awb-pqYmoG?)AOnptUb_r<KLg2sC4-gXd;1$%A9q0GRLTK^#hbBF-odkV?AZy4ol
zo)TVe(I>@?#Q}TW*Suujgs3euWggFsZxztkwXZsC5S-;__+HKnjI~z|&#;<p=FQck
z!f*h5GqF`EJ7aYkJ0G0psq{3<L~Af6e{U<wS+VuOAqk^ESqTo|TwcjT$i4UZD@1lQ
zG!nWwst?+Xw2%4SH|Hk5&RRZ@?*~v}ebAzbj*`M20~57bA<hqaSo~OECR?Bm)T7In
zrKL){rI&*e^Tk`Wj0uNZR!@{ZVLy5?DWn>XC|Yt)v<i?xK3f-B_KD?rZrvLKv4Qub
zX@hqU-({k-2fevo;!xM5a-%!nkqZX5Bk>lr<%eu<sYy7LQ<lkMDmR33BF5ouO#9UN
zH~<Bv_U6sNEx@rs$&q2JfyM(Fi-)ig!*!0onr6XjftW&Aejxj}X%MYLRKrH5qQJ9c
zjm&8Vbf98aCF~8x0rt`zz3<Bd_GPM-{4F?J;oU#pgZ068<6L&~nP42e9l9ldUH0<0
zN25$zGZYXtbjdZUobsU+TMi1L_*BS>RNx0P4lrYlczG??0T{JlR9PHKS;MEZ$qMGB
z31(B<MV^4KpaSi{G0Q#!Rs`TI$Fxi3vP&pox7F(KX@Eab#qpsk;q#&3M7ro5un6DW
zDYs~LA#C9{nD{0tIyixziAgI(aYVbyID3X%a)L%1$}I%4%eNqFP;%hD6=?ehCs@6w
zN=hbS+nK3qsDv6zE`J_wD50cQlt^m|f{|2E(^gC&!8&XPl6m!o1~LF<1`=lKgO>P?
ztpB;fNsd6$V*fN(+e|fK3Ty5@pDd4q%NOewwRb1DQ>>zMyia&qV~V8^QZ<#cf{8j>
zC8>}l%&A8EqjdZ?D0)ezkIZ^^J*T?{d?0aFy9Q2%C&P3MZVWOe#X%MQPD@U6PGf~l
zRs{_{6=P`i^$RRZP78O7Q%(y`3$9FgBnAdSwnjf0B^W_49WhIdO`a)O!+MiH12+Rv
z```kB(_8zjP**}Q=`v#>G?aZJ)dkrHNf&vgDu$xLc3P|+4r0QdvJ`_<Gd}{7=Y!@m
zw@P9{Ulx0IPyodMwnB3oB8>E^B@l(BgH1>NbyF#NbagoZaRNO8>Wa+}hHZv;$gN~5
zi1J$!I~oW6IV*Dn0@OMFL7&J?gu#G#nKkwlV-Vymbf}h(M{d2%6Z;0jMo_QYt3ci6
zjs>0NT-ErnuB8sj<W!a72FgZQuh*+Ui1soOCGkX+N&DJ7aLLQ)`6h2#R)&{Z+bnsF
ztJSj!Be>u=6g>e@MyyjF);w%{GTN@CB)!T@mI1x^(t+ti0Q(b64%ife?1iklFN)6%
zY>J2pdICspa_i%g38-Z2jQHahAM@F<>^|D*ZKDDB{^9<S()6JCWuOIUgo9_gCH#i+
zxca=r6(AmqK@(ufXHTHR-Azd=Fr*cM!w=OE#Xw9z8bA~oNYEGdY6R{ObAWNq0}`eZ
zQYS#WAR-HX)Z2t+6NR5J-Qa7ndb+dwNukY!?A|d5r}5wgy{@+j1&t0?Tgcv?zUN_{
zdfi|)hFE+dP%7k~fp!PRK#>up%3-3+A*#YLxlC{s9S2`sEv<h?3O)Y4ns#D+`z5&l
zF{S^JHR_r_$|0ivkvhtf6=l3K?*4~uP>*F&V3E3u3xS}+n}P$)MEW+9NkQDH-i2=|
zRl3QhR>)#el*zoI;u7+SVky5j)fs*X37dLAik){sqHe3*yJ0l6-8){ici-#1xooXB
z-El%+TR3`4kuscaR$U3y7rT=>lvnIDiQtYbP;Ce|pO+Enr@Wu<XlCypm)?P1y5rBI
zPw{d&%3i;)%*OI2o8R-T{J_Y2qdRLx%zN|kkkVL3zi<6;*lM?qOK{)gS;p7U-#XQq
zVE0Z|Q46mr0<N{h5}PC`TUaEL?w6_Ro0V>f6aH*ihQ-e3r`&%#NkEjJB+HO-RKEHB
zr?s>_#$lp^p!kpUF_J3bI<<z~mN)?7{q6WiHv01R+Wq(UE8b6}GCI{K4|u1mr1b5N
zy6+u@eeh<qj>ERS^@?p^*Ld?@dAvE?n$fz~+Zs`{n?76lw4ICe70CQ7y2Fchr^PlY
zPC`GvKRcS%%(%byF2UahE?Lt){B#OC7e9ok=nLN$#J!ZBDtv}Ft6u~2=h*1i_5E6*
z)h?3;bol_5w&W;=tsNa*8J`;^*k3P?VfWLzk-=sK(u-tqami<V%~;1W%O=Yz%M{;$
zwxRj7`$X{c71tA&Ml_LVI_Aul%@VG+6L;qzi*6hubjPlueUzhqF}eYhTxB(IX5a!y
zqlkSB2WLETQZ~TF)EbrXDTqu-$0(c<isWPu$G}5=z;?!yb7gQr8_^bGJyur<UxrRG
zlw}{wv#fiyM{RJA(}6_0{c%hzATT^r1d7@TTW747Ys!R{NvV}07^1RlpyYtFWISLg
z)!RQekxoPL=9YH<n8KXBJ6t=bQE$6O4>3<lWkfF~n%=e2UH)fU)#hkts`VP7IPuD;
z^_GR7Lw@?I5^|%V$YTq*@lKLZs-t`xQ=Z41QHt~rw{DhE__?oppyGKZ3rc1Ir`O>|
z-$xj_@N|ftOXI+dxuT%T+n`)BnYz8ioDyG0#~4D4G&77$VrLiS%w`U6^||onh*#Lh
zp#5de*(5y=Eb6UGn$-jH`B`1nd$5Alw~3p{q?UBi^DTdZvLppwz7I1gzv8>;YS;Wo
zWP(V$(N%(H0nY84a~yUEj|f{m8zZq14_rp*&I`j%lEkuLSer^S4<~VpXl697e@1uA
zQ|iA-l`)5z3+BWIm1e$FBS4!mV2-H-J)O-N?rYkfQky+}H!gQtRIkT5_L)7?>4Or#
z1!h+fi$skz!2O6*-3K*VqMy@bTjXC#IIG4d-s~d6kr`}SNvgm+G0QOM#`f9G-g=BX
z2jPn*rZ6IrViiL=(Ble<Dw?VUYNkxdkRKao!BC@XF6liOXR<;g!C9WFJmM~x>WtQt
zg_V_6T(y%GqV2Lqi4Zt^g^Be*aYieh<pZqu#77|uLaEB7rI{)Y9NUbWtgCBd?`FWQ
z>b+P;yO{;VZawa?=*m^l%fZY2?e3-ZQS{nMp@z(ZYhyj_ecq!6tvRHA6Fpu~&s6S3
zyupe(-OP#vW(rCSPW5|3F^5))Yy{gWL;6Tq2|nM4aNrT};v0vJB;a!p9#FFHkPlxv
zh<s?s5qopllIwCsA~E=*R^y3=nk1^Iu(N<7sHLYGq2rj?7{y-`jMyjoDf{wOjkh;O
z55O+2eOQ6<LEj+dgj2}sID*Ho(9H_w2!l)!lUYJE!j{w!DWrm$E9#3sLc|6G;pkfg
zqI(>PmOD~^LQz9Nz)-(ZS%fjjwmKq373)3H_BqT44%%``kTh%qb%DRoJ7>CXaf3Z<
zr5vrx#Sf3l_Zg6EHl;<KU}s6q%)v9f0%bdznUqPDDmoxDnv6IB7gFqp+$OjR3~JGl
z^iP&(K7`c}nxB0BiuPj<p>^~rH;bTtV~(x!<s+Mr=7_agfg<y3fK0WrB~2Tp(lpAM
zAaTq0)sq~4CDS(3Hn=l>w=C4;3?}e;UIqO0vE@T+tvuDK>%x~(dA_hi`G!o-fI8*)
z1`2}&xNEFbvHk;PGyyA!)#A2HCzvAt=0il5Z@0-NBk%|0Es|*y)Ay#(T#<_K?E*?=
z&jZrkhnh@r`V(GBYr3xsrigT+$;x}yV)zBJu88ji)!k8qsS>bXNx1_|TSU$`$)Y<e
z4dH7A$!KfZi>tbSAXF5jnG$jF`ZNTWq(vC#JrbnDvm3L;?(zS~xHEX6;TRR5>T+9{
z)^FEX($u?S{g8~G{5c|*j%!6y)*yUbo!pYnZvfp&B6F%RQTr!2qm}^tgqa(pS4+fC
zZ+>r+Jh`<^)@vsRU)Ko_{5CdQCk)v-vro*^98H;ceWg5t?b+=$RW4XmvgG5XtR?#+
z?g-19O5p1zoo+NwYoW@aiXgkpBen1j258%hQY^vL2Fr^yiMlq`tUn{%FG^q3Ft)%i
z6YUd9Q+E%{vReiXlBlwG)qK+sPu=O({cota`yr|~%P|<;U{Bk3kX>Pih+a^<H7(JW
z6RwY}T20*FXPy%leQji!7o7EkuIYs~t1JmTFa}j>RqklG);sah)w@W(+7%R|+!7Kt
ze9PG4?XihJju#wCJ5pjU#H;Oht2*@@gh}~9hz8?a&vinKA5mbpz$;mkR_W_aO*TL2
z))dHbKy#AhZi+wF49OurK3R6-{=}%_ll+0Fs^g%n=9s0fS<b1h`^4;y%005RyDdI&
zKM&=q%mut^uigU_z*mmT+N-*R@0FYU_IxiA&;5XM15x`uH`yF>2*t7NsrVG!J;yWD
zvu1mKpSO|jNMNUHxpjs!|9-i(*)8krwIkhT?c;l^l9X!4^z!De^-1R|S(F|rUXjjJ
z)uD4@RTjgT(#Zo(p#kedwK=LKLnM~sA`A<*5#A6;0|H4OTHP+$sU^`f-g1w%k#p_2
z=C0R>74I`WXXKTl6UeTzQ_yRS=Lpa4LXVa%tNY`}FI}X%g|i+ES-tz&RNJFu)Gr)u
zaFjP>=Ub~U%#*S%F;)ip5ew8_gqes{-@M7RF3CwkbyBLR6j{iN;*;X%6RMP?VM~W+
zxsMndw3gMDxt1lCUmNlo;H~ygS=@0W%Z^X07NmpGF^^S~@9E1A=i8B%$>&P%RIN8m
zF0^*Oq1`&Mz$4aOy46Umka(5R80`n7wGMLhK-on+ek<PfMjy50;T^mREKJ;19AjZv
z{PYI*p6;CuqkH>8q*A;x>NS)m%-qiku``pD06g^hR?q|X0XN|qwmg_Oj8-*mBul=r
zDL6y^{vv6hB7OJu04DQj`O(w#2D{DAruTlf=1BEBh~0aQ8|W5yh>c!e59JV^o6f-t
z<4UE|CySPWLUQmIa~@w@fxgy`s{`bQAdQ84@{Ua1b`!|-5cp8h#jlwmvkX7uBD(t%
z(F22938%;jJq^1bfmHg(FI~69m(A=*D!Gdee|$woE=O_S->OQg>_x7Qi{g`kCQNG?
z86pcl6Ks2Lxff5VnVp}lSTKQy#2?L3c!Klx9lEq^i9#w|zKA#jyW2pc*u9^2b0E_6
zYvBcbj6*)NQtD!ervA|R!>NT9;>u&E3j*fVdFOpU=2q~8_A9r;_TW*DfUtQ3Ilo~c
z+10s9Jjo5NE&K#`gTc`-Qy46v!b+=q_3(Ob+2xok`Zjzg`cZStBA$ZB#Ztsb3j{UZ
zL52Wu{PF>KpBbn}X25=nOp4z~^RQM3W@QJbImcSa_$1UdPif!MC_QV6W=W^VfK~wZ
znbtMI)j0>FjOyg6dBC`8SbWVu&3KK@hUZO|B_M4O#SQs!VA%e^AU><(UHk}nCg%mN
zv94>yxGl7*Jn-SF3ER~et9IV}33`h~_+}z`Ev03;9F^KdFe7JiFR!p~%B-;wD&<~$
z$woECokbzD3E$nhtTsNWYdwZ3I)SfAY*iAaI8_zDIQfS9z2^#YyI<RJcY)q0Pg1gy
z><%>oOPx*s=MTQ|`=9kKdV&tYFk_fZ)!yxGo?46QV<X`=Ou?&#6d<Z*I&xJJO%a>&
zf|!-EDGF4s+z|XH*nY*ELB)6W*xl62z1dA83_!yL@A{Zx8W1$<3`xtfZ~9rB#my1u
z7GItHsMB#pUdOPww^(>;ju^|I;L6T~R=4><o#{+mBbIgLohOR5f3y%`RFL1*jD_Er
zw>FWtE{J9vVip@`8^cU#ax7+xkCa~UcV5ZJz>yZ3!c1ED_37eDPexoo7)XXUEpF;c
zSN0>5-(i+F$?I4~b1|c<e^#=BHCQNxZDtO45A<D}P;oA*Dl*XQ5)R7~PLaGJsS(x_
z?3oaqI8Y3*vk2#BZB4pn4jZ%MX@5;y(wg)|&eg<n{<?C;ayJU+oo7`kdWR5_4e#%6
zk%wE4;etI!PF!UJv5o_YZOI7H1KVveO3vQAbK8%teaJF(L*eP#KSYLREEde~U=0X#
zgn|5;W@08bu_}*0$1NgUi5D^pb9y3+>tKC?g<}ifrlojt{Pk8msGgCMQ+e>KSKU-V
zG^wM?C__^HM7pG%(Uhns1r2Oa^CYZn7snpcm)ye3nMpRh&3@Xhi6J$=TQ$9WWl>J8
z-RNdIVdLU2NoQvde${VJq~2{>NRr}~U*^$?6YP_;mP{eO*q2C~prB&ri44N(SM`N<
z^^2o<8`aoo`(e9<4a52^6U}~Vs1b98^gF*C*j-KiIH6D1*SEMyd|uewXa^O)k=UE3
zFzq1EsGB)s*;3p%!&Pd4&l~B?HVM>C|1zc1V4>T-ab@oh`+`3sE$(SriPwcYf_w6<
z@XoUMje({l30Qa~TXI&d_7jLT*_ZCUj8cQ+(M}^cke8A*4ep<W9N<w{9!yWl!NN46
zA8Pv?0%uY0&T|9NpW~$16z>XLtmfWyVyii;eW@WG=CLXd;)x^k-MLEokG(D8>Ba|D
z&>oxA&BsJs<;_(F*|Csmw`m<{>jVRiVlrHcz4SyypNyI`c3LANHCDBk5l_F7j6{Sv
z{*XLBK+{7!Gle8HAW7oY%Unpcn6VDir5ILcXJIcYmC3M5S;f@V+@pbU-ri1fm-J*C
z!>o!_5jJdbar9){twMEmp;85rv`*^?8j>}9*d#NXlu8$2ly}gHML45H{<LXHCW9ro
z+s<hVkvTcIi2OpXw){BARwCiYd;2r{YjZh{0n>t>qO8EUcy&yCU!|U^qD;)O<U9Dg
z)cpP%Ci;t#Z__c?#DRh=zAQd10(R+y>yHC=e7Qr)bTzk~pFl5C@M~@FXQa1X3Uuk0
zadp+3BYc~S*TzcosIygSt1}#RhfnOIWd`$eqZz*MGViSKRcrqL25bNASHR4~$oLy;
z2V@TYJJkAr0Na%$1%>zpC<OtDG5Ypqe-b_a2D+gD6wf~(_J0t&|K$nrUl6;Q0c6p?
zh}{f;EF5Nl2?8S{Gt?iC07M&LQV$3_0_5ZXn4S!PT&Q3DzwQhGYXK$(KsXQsD<Dzo
z&weI$z`0E9fOCHZ39%C}(gDJS7}=qi0O$S(!2UPW{htu^zbNVdlUspyth9MI9fHU`
zPhjF9p;{smDX_sua$wpg!BxDD#J*0sVF4$!HqUnXDU>Fcu%gKkQ{sZ6qelBzs;PUr
z)Kufi+cAjLJ_|Zxjiwu#!T9RdlykKCk%<RlVf$7oM%aX75qXplgu@RCh3r)Nj^7O=
zWn1phr~=otdybBk`V*dxURhyxj6cQIq9k&}yPLgOFh+|R95vN`yT7g#nOlz>?~UsS
ziH=!~G!&7Hvw;ch(<UR&rwY4nlp0v{{#0O%Y300LT3f4|A0Ny>9`6T2e$8DL1VZkN
zJqL@zM{<k?m7U5Q3_|YM-Q*8KuH4@g45GAFgO?42^~@sYqo5htAm>x8&kShxnCAdZ
zE+he-!FDvtu>+P18^!9Tm#ZwN$MF}@Qa50Om<&e+baaPqV%$U&(4_<17`d|hY+)pJ
zFDt!i6RI-W`?uLgnZa5NUj#2>9xvTQqips>$D>dmf%_4@qyC#|{Cj(dk>#&h{Ktg*
z-|oHqr^)-rjtgKr<R5fpW;(_{H(cl$n0`5NF#I=89KYNx{@!o_P^bUiZ~+7v0bchn
zzVg5JSfH4G?R)&Sv%<{q&z%)|#$WMCe{+=oNVNK=<;EW!zd!50ILd%1r#}|l@0}G!
zHn#r-M>#^(%ockV*Sp!KKKN{P_NcmCb52k5ibRsfXfYAKS9FW5%`c-T(n<`AROTca
zp~#mFayovHPm*nAiltjFdpee(LrSmfJO0oI3GxD|?hi{0uL6uH$#5BX(_n+IRVw!S
z0)?w7KWx_DTRq>`-@R-e2PWBjaz7x5n4Wjt5DxM7lubCUdv3J38cFpbOnKRkuiTU~
zi0JU)w}1FJl<ecW({7^o=%U93_nHYBe22Cto}$%E=h;%t`$QDJ`k@GYZwE2}M#QD@
zoa;RPQJDr$LnBd@Xy=8yMIcOcFVw|1D<>>fG&nm#&^<nNo=B*Jf^t(t<VLcG0O^V1
zhG1eR*iYRx^D{n6;ClM1mFXjCZOvl|WmdX}=G((+;14%zt#O_n&!IlOfljy~(0BUv
zaW9|fr>ThJd0M-yJ!cB3Jx)rJx_4@U2a42ueN))+?2HG9)GnKBH&>~as4+xu?RKbF
zEbg#5L#$aJry=e~wDSAxPge|A9S?+WcvrDrUjvnLNUOmScaV-iXrR34U~=U_!?{21
z@yXyF@+%-SfMy7TsHuRMIf{W&Dh~iD6zh=$_ke5|eGm7Nb_wz988!rU<$XkYq_ync
zzgR|*mX;qct~M9D%|DX;9vC?xcmwiMAVBsbU|sQ0&jx}y7ntdztqXjX&1ddGy3b4d
z5wW+Od@YrgEaG$hAUsu>Bh&hqLP+zo9O5vPs1mX9{a{|_VHqwKiJxU3mqd=0#*qBQ
zMau>h$`H)R8R6EI=a3xfl5=W8jRZpAY}S2g&OgAMM~}ey8i5C^+h0iC!Bf26wwK+o
za+H9w(&#t2){aJHDb*1RPgikNG+Y_W8qW}5kw=*Bj8YL@EXlbsJZCFWoXb;)4}Dn#
z21`xVdWZS3`9ls@;**kbE`KRscH5UT{w9o#%Cab7{!mzPGIgYo81mRbEmdsU4Hkov
z)}8{Jw>i1-DLLZCmzTD<z0}UWxkIUl#94b3gL90GC~0p4(Tx=7!$r9Ho`yTY3YCh)
z!uq8Qt5u`b>(kdT&7mfP<)c%$EPv)D7#7ix@lPs|=}VVEBvWW-cxPguOU!)k%8nQb
zc`DVS{LTC&#l~OyDD$>aUm3x7U~C|=#gTL>mY)ZdgbSNF2cVn=l_(~{4;q$MK(LRF
zPhm&7n9!Q2dPNk^3`;4Kc@|S}WEZ|!h*qVa?tw~g`j;o>kckYJVyRI}%3ln5p;%vF
zei(0Y`EKFZpiFjNJX!%8Rez!#)9Or`?YOOz<ECEsl!jH|I2F6a!$a%A4qWGl-7Jo3
zU~!0DmFneD+4g#|B-AU{v^F%EpUnuSDUuqwdM++q&lK69Y>LV3pS5SzGN!VJpg>8B
z&wU?;Jlcm;rA(_4m_3Yq^>T8xka7v-9T<g*o83&#R|k<;$rnBRapSx(kg@ne#Umdj
z{DUDhqYJg^aNEww7aWOE<I?ZpL4Cx=OqY}0C4%F)X6Ec3X6JAHcS4!H_qY}rQf}h0
zFm6wgQ6dFMA(P8s8Kx8FmMZkFTeHZ+RT*azw4TmdTCEtTS(1E5e7B9Fm##0LB?LT9
zRpcH=jC(VE31EllHK}A;^mMCjKvs}Jq`ZbD7&W=-jRhdvS~x$8)1!TaxV?zezrN1h
z{9g6l>BzUU=S#D$S(Nuw<4<m^=cT$}^f_aSh)gVJX=SUFVf-|%Rs1tMM3Kz#-Mzw6
z_fjec=h+(-^&n?>&l5O6obLVID9NeI;{H{XGAtf`<=5oE;%Rh}+595MT=qsb1;xbF
zZ?3Vhjx3tqM#q_ai%R_+A-IT<w>vypEz7IXkkTW~NUe+7(pJP4VF7{)?nQYV<j+G(
zPmUgtT+J-!loE3r*JqN9FQ;#~QTwkrI{M(f-W8Klj#q|QK`dpOhN0H0*J8%|67Btc
z=7!$0)%kk5s!O~)v7W_Zjk8J53>DY=MV+c+6*{CrO3Kly+-VmmU6S#wsw|)fSz=x(
zMQV#HN}qnfRz6UHMc~lF$ge8lSqDHgn!K8y$?K#2e2{0(*Af;h)t&Q@S^c&z4HKMR
zvWVy0Gb9gY%ocQ~&ZR8F4ebjPTgPyJ6}q=)-+eL^38hl84W1#VZ>Ur#W&`p5;6&iM
ziYz|SdZS#sMzbEI#;UAZoqeSJt;#CRDMoSsGxVAW*@2RRl({@ZQofsNP5D47#q?xf
z0gXCOn5f}MLdIm@F0A0RKuPZj9m6ZU3D)PS*}efeoha{<wQvhil0%D^*g>13jk@xn
z?&Rs}evyVmrTSp=sa?Vc0q;ph{>t}pMreI8=bI7O4q2EN`0*7msE(7E<AiiYUN9y?
zsG&#wJc`|GFZy+K2a309v%^55U@sTCwVyX}BnQYzr-QGWjL%be?#pi#t<TfeTY3If
z+zaz|M+rm|0M`dYW5+`J26so@;iInxmh+`rj`rx6${UT1M=N*<QyFDrKb!-nPRYIL
zmG~e(57N+WzWL@1jIi#ODkfENtajdnjO_^J20T2h&5z$;w9@O)s8g}b^y?CYcPiZ{
zkajD)FJ|GLa&Rvb260;0uVdobq;RWW2wt)CX*w(NK1z9!wlF>7h&xbO*gcSFI(o*P
zqeZ*UQ&`xTe?8#x3Qp_-%cSRYjoemK{LUNWS(7Ymy>ukSh0CO?Qn7dAbdi~JJ3inH
zBy9{T{i!SCvGjupv_^<a<7bLFB^flCRF5L-`6Jz1HPw1`=}9aR#YvVWxy;J?4~oko
zK?<E0cL}F&YlYQ4y5X42qpsU2rB_O7Pz4Q9Fhza=ZO0vnKArlEkJ^NWK+VfE4_ijQ
zY6H6!Vv!9qvL+PueugtxBO+_Yh9fL>2W2#{bHOWXSBbc_G~CDDMCirna*8~KB`+!8
z#*28qX|Q3S8n9-Ce<FW!DL5D~u=izd>Xw(hw;Zw?A}ChFeZJM#X#1QM3f5gO6xFL^
zuCJUP+BCe$e8k>VZetcb(+qHx7;hQxpa`Ar`k+Jjv<l!WS<8%;+^AqK3x5kJx;ReT
zs&%nm7EAYN>+46x275svVj~XoFZzHt{(-<i;i|Bp^an@dRBy7D93Pl9ktYr|re)*v
z3(O(4@wXG+hO;v&Z2V7AXygo7v@=zxe2OItDW7iC=2W7|(h2!Lp-sjjBp`HBf`tsO
z*pO+94;;cQ-YA{nN(fiy4sTtA;3VW-z$#F?ouHA9Z{W+NYYcl_5=CV8qLis_(^qup
z6@Mmf`Dq!VBKa0LU7Kvkj8LIE_b#o~5#{L^wD8f-@9-ORI`xiya5;_%Y@_xk?E77M
zr)J7itccdB(})32V(cq2uqaZHa!EphSLBXsf+xlmz8%J!(IuB^ibbS^WdT{`@6cG~
zB=+;w8n+IOOKK=2B;N$KTr#IpaAHS^<e1on4~2@rL=`1&8^<~n!ewSADLFucF)PGB
zJby*3ik7cMJ>wiQlOZ3#TfEK%$yz4q5ab#?Vne;m%AQ93$Y$0?>`g?tF-E)&vuXX2
zmHc~N731of{3N@l?)pfK=R0^$VxiuDzI^}VQuWv6D+3D){a;n+KiNY6Ys#0nl7ys+
z%6|;xr53QUH2hBmDcheyzyB8tKzcwN?LTVMf28vM84U}FumuDa|0=Ejb^L$D>;CTl
zH;+)POuw$%|GfRP4X{M~tN-`&fM8ufE%Eo!@7AyQ++QKHEC7x6AMHO|fUsN!Krk*q
z77cj*SBo7`1^;>0uQLG=x`625Us1e_fbs=!76Tmt8z9Y98|rTg*B^uSyU_UiOZmIb
z|8toC6oLMC-^IUUv;icb07}~*8MFZE9|1i*6a9akK?`7){iDMAl_>i+rR^UXwDiBU
zqQ5z9fWrSTPTN01XaVKbKT0nqz?b!xIuwc?5Fz{@O0PeapZ^$<e}W~yORs;?34fPf
zEQ|oC;(sKyRj9dJY62vEV~s8OUxhDY3CR^aLf}L49}*v;Z>y=6a}71EsoIq&LMSN{
zahmI5sp@b!CFMZHjg>3{a{B;+r}@e#YVaoE)g~Fe8ny)=f?+77SA&kJV$B$4vpJ(~
zAL4F=<r%O2FA9m%Owd8G4=!yEXRaRW=kDp}S0~;3XaiD7V!4yZVGi&ycl3>uE%sY4
zi`i@Yq7&Afj}xz9w{Pg*U@o7>wYW;|({P05UW?H7_HKDrg)}(=fm_F+Oq*q>Gh4Io
zBi02uz4tniZ}$tca&*+vo8@@3<|g5J=zje4LBs!%oaJ`Vxz1kZIOvIU8WW87rFh%~
z^~MH6X39Ss>L7G8Kk%F0cmK>BV+~?ZyPIzyV0{R|ZBp)$>{Z<IUal&*URjP}HeuxJ
z>#w}e!q407(z2^ea~!)CK@Q2wTI>AFs!x+5;V)MlnY@HL(@sc|SXq(E_QdL_MH(gC
zgOza+`ZMBq=Aa8gZ99&(<VS4=Ju=$PBRR*0IXIue2kRT93P4ECF=`aHA|r|=;BZc)
zD-|rNUmncv7bwWZ!x_kQ(G<ivt_hRb8jgIZsAm#A5X+hdqPi{fvt?=Z#qpYh=?o`7
z+un5TkZ|sF22c#D8FY)!ut9dQ1Klg$FnNNfYM9w~3o!hcC|eP6`I_hzmYHw#grnVU
zu-wOEzRRHgP-fUoQ!=P*o>}UVRI{6++;BN_gz=~YbTxHiGF8^2(5d@)vjD{z2`8&Z
zfCxfb;I~bwaQ~1aVfgtciq;ZmI|>ebW@?%a{Z|WWJSwVDLx0MzKkc#FMJaL;CNa-H
zH`6gPe)ELU$EWJNDZo6rSbTyrt<O23mWox3>qI5zP-a(CZ)Doj#>7p#3=-(P8j@5@
zNJ#2y$w|Q+VX&5f3JHY#nj#&&nA~yw*)yqo0aSB@iaLaQa(i-ONK#UAjl?uJLP(%2
z{0MYHX(Xm;xXkivDIs2jh`<+m1V~|lXai#ych;iM@Tx=6#Kgq%Uf>E?%OGaMh1tm#
zK`zu-`4#`CwXcAyqFeh_Qb4*JL_(Uq*>rbGNq2*EcSxszgdim?pfu7gUD6=kDV<Vx
z@EqUsitoAK{e8bXd$VEw^E|VjwPwwl&67>!5)A1uiYJ(YFK6S9Q6#LQr)bHnF3lt;
zNTD~VTC+%B?NbsjN|U}Sxkd>fCXFg_P_lkBg<_sc&{{N)*19X_XWL0FG+F*^llYMb
zdAT^*&a{Z@Xq`~<bEE(!uP)=wi68s7xc0X=T~i)LhTkRH>}X5QJKz_BFOsof<8$WW
zKSh5Lr|FXO73+#(>p@ivwIdMmsWQu<+&8#_=}6DS*dyZyqMGMK%Hqf=>|?$8(Lkx_
zp(yyTY4Pfg+G2zVNrn9{_%+=ef;hx)6AAhfKAR)W>m@_P1Y2?5R6b$C%$F#aD3Vxq
zzT)bV6oBWPj?|r*KIfCPI7X>^%iBA*z;^@tj9#1h7@raUW@aDUCVRn>HK+!;soG>2
zL6zNO6}97@lxUT)Q%W?es_u<0E9)A3Peo@xNkDT6MfJHMSYaEf8Wv`v{yBd$0rrF+
z_XYIh0*?9AzLT<O2BWG#%N_ggR%?xU39IFhrL&oDy|)BlJZv^9^@OI^7o7$2JwRH=
zhL7A0dYT!sbfSWkUpdSO95Eb8jy>L+3iv?%;M*{k-!4rBT~j2o3tr&~GRwMlp_fWL
z7q6pB*KZdJH6}$k39?)zUWY$~y>Z`N6!&qNzDS>MIv)=_vO!##?0_eXJx-&V&{D<}
z?J}+~xJ=jE)_plG+-1T{{GR0N12ZNwI7b3U^kcWLq<)Ra?hlX8-j5p=8fnfyNq)xv
z1RH5c?P+rgO4fnr2PPwiJ&p-onj7WQ#qj8zPnWp!jkY(susUtgyO3JMkKBPV5^d6c
z#w$+!s!41D<61UNU|pg{=aVhv3{+9}n{eG=J{FCSnOHA}a$y})pqn`#{9ith?~ak#
z7D2%jel`wPZpI#RrO4L1h`>V7tR6vMxM)P5BP}hF;AjgEL_da32~LB=qok8?9e<gv
znVFR%`gYQs!M9xA4}XSrW}Gt6*O=LqxL=wcK?Ho&=efAZuVWlU{c@H*)sQy~c4kfe
z6z8$CSn;(uVr$pp1Eq#pW<g*`iE21igch#Yu>x<izj1}EMTxJi1!l;r6-(^)sBBpk
zvYOe1;Q2Kx^s9v8(yx^kl|GBbbF`&G--EBlzWJ1W{!uf`F`&FTqWPWN$ZYsC1}H?{
zs<aY$LF76+NLT1-%1hs?fKFw4bK3;2yxy3qWjdpnCyEz{J~vB8S3PpKA-DNdgO`;!
zr-J>Dl2Uf&17&QHHV0Xg!kSJ+`U=x07XqRU=qCuv!W}A#IVJ{fmvai&&$CoXmYcl3
z+cf@o)D)6Mw3GTSxB-@9uD~rC#gA~$p1msT5fLTXp1{UloP3*5mZ9E{MGPkstjGEv
zM1&W1DBjpY=OLHkcb81&y5JcGK8^~Aq<Sj~3Y{Fg&P$9{G!&05&DRd4S`CLw3f${=
zidw5rZQvFYx97`s4%i7z$@sSO{qgk2RL1aj;tER8cM$hf6`i#O0*aBvo|xFDwb$bz
z#SC0{a>xNzVM9AFUEGvw=<I6qr_7?Cwy)Vu@)iu?hKHAFPcT8teE;B|uAB3;ZyZI%
zRh_&3*~2HUDi~IHR(L2mA1%~nT0~%nas&*453*V;k+*&uifG!1nbLxe&q5dhkoDhx
zdbzMWI~l6ly@9W%Mw+fA3yMg@G3c^o<-d~O_uePj_wG;Y(|`D;%5Y#6O9#2a2Hqq;
z-K%$}S4?Q?xpW~vZm7|fiMLx)9jYl@F8tNas~)`@J$Nuoa5<lkGY1+`&$;Jj2D@_$
zwzZhyrk6wD@KxUMEW)dJ(#Ef_x@N6}ZLewVvxPAW@ZXd}RuB)C$g>{{NmZsDD(^4J
zN=JZYb{<?zh|b}l3|k|{2e7jqN=V94D4gc#mf+ZMX?5MkrGn3$XR0jBta-liI?tc>
z7{2P1rRZK%VEZ7}R%E41<gLe*KFQ6`!P7*|=G2!;^h%xF!qJdBN>GIxc{obd{E;u$
zma~&U0J*#^@>7feYoJnNoc@3RsQGz}{d>NFs($aOd)-*09S}t-KpP2$d1C&4IS~8^
z$O^VUN9_u=*HNt+zDg1i##1ImX_*4;KCAh0HvqTV5`8^*C(Y$EA%(u(#e;S90fUUV
zs+_U($08uUa)PdUyCe_3cqZbxwLKbQ{5}#VyK#OZ;umQNZ@5uKO!?~iPd_k??H%EI
z%%qJ9e0>{LXF569yJ=>yq^4`<oJl<n9&gG6r+q`OTJKTnV)+_cjaxeU99|S_(?yN@
z1<M3+GrjG@P%Q=xc#YtFmzZKvIAuL5%~=OawG9}X5l?NS??MP9%UBU<f=@mV+v_uv
z>VBp?Mfnot3RFobfbZcJv)HzL>hiv+oVs5F;)C~Pk1kqvl>hoivO^ms=TjB|jK#D}
z6byzflIu0JlMFs|{5re?Fwt$#A&B37cV_exq3clKTwMk`6r8HC_ck%*@ywe%gxc9g
zc&v|@Y-78x44UYePQ+zC&-PyT&bxizOS_cL=+?#ZX`#~jST-06w(i}VbtgsG`;;!I
ze*GL@3n!c$h3^}eIig*3ZfD^1X3wLl@=OEtF!h$pm=`d6!D}#Y#tUt0RLWjHrxq)Z
zRH83=gZu7FMmP|&D6AmBHQ~rtPnE!?KqOswE-bR{*u9nW%0#e1YSKU^rZOT|!p^p)
z0h}E`L95HgSqJ?}B3XZGf_+YjYr&pmr=N7+j&Z)WMRCYdyqxZx^Vm%i?Cg~FTZ)u}
zQ5{p4GudpSKwHLlVNu&|3)+p^z0fQ_;L*JbN1-tcw&&m@PtK|PjkA0oc}JX6f8i&;
zK{${L@e#VhTq5<Mex(C9R;Va+wM?^eM6yGmHevlpL5}tVwP@zVmLzPqf*^1H`?MGG
zcM$eyEFyrNWc#@*{({4{p^}6?t-pv7r;q?c9ff=_AkZ7%^Hp0W88c{WZ8AMwudQ{z
zHYsnaDx_OyXA<w+n{K@R;>yb9ZE$&d*^w3Df?|4g(`ReCE<e8Bi{kXUPfjEY^N4~1
z3A1$ai=TX$6k)8VOdFHngz7Wckvg;lp~tut@%qmAuDQ+d88x+yN@hhu4wV@-@`8bD
zw5+NbHHiJncM$fw!mnC?K_{~(p6cxy)HSTSSf*6ACPGHY)B&4t@<NH$3&LGFeiP++
zRXQFgdSX>L=A;AfLRJm<nnm2{*%YN>kOLiVRLc1Y5lo>oKV6T2&WQSuiHP?v;OM3u
zlt{e$-jeJ-Mm#PPu;KV_I5<n-!%ranom*!^cQQSc%6aUF+yiQoGha0u#Cw|ZRbYjm
zkyY<&vtra!BvxDBDzmaD^P4%2b%l7?xKD+$Dl8G=4L<R;n;e|xw1(jz+~VLr_jr1f
zZFzELcAE*ZlPgc=a1p4-d?c8i?aIDyu>fP+7_x!$#kD>y;JDhh)q6=2Wq4IjiN!&p
z-V19Rzvjcm`!w1ou4XXkI0!m3o7X3GV!rsj3uEFiHLj3pPbJ$>cJc<Zi#6l48Q#?A
z#Is||y^o#X;70fgdre<k$1)PSi=jNlP|9LC(7PRCvypJ>fI3}ATop-XP#ADI2_mA3
zRd<^H<Scr4w&E=E>E)T3F2}SvySl%iNAOF<6mnUo<ql-$5Fcbl*K^f!Z;I)vZMWKj
zYb08pE)-eh6EpB5hKYS$0u8&GLSM0Zv+8lQK+&1H549BwbSJo?@q`Smj!jx=X{Xu2
zLIW?7hpl(*)0Yn4Ht}d)D$uW+uMI<|)YakjLwReFX|+NO`~rRu)3i#?U@y%Fb8k6w
zb01!fgnJ&KHukQ5Q=OXmM5tyHpxR!l6But@JTd>8(1!d6-_ohME$PwoeIUG@wU<tM
z#Pc-CMkjyY!)|<H%JijApGl0<UcMI+r{JZfXW$RVUEwC;4e4s6{_5^5SDUWIU4krx
zZ^D;mZ%#+F9er~*(1>%hx=PZ;K-GkFcsJW<E)0ScJ0)jbjoq7@D`|n?b=-k8J{FgW
z)|$ZMBKX0+kz1(X{ne#^PzwEuoda_KhI(UbqdT<&ppN)oxF%>wDZG$Sqm#9<);F~I
zQxWv9IJN(cA_&9`{9pf<lL8y_ozmr>U%)Z4yPvz)ufPB4_g~!q^-O<J{Fj#Q9|v0b
zd9J^=_DhO?(cT^Tk97C>f7}26Ce?o*so&cBf9d1jWV-9g-`zPl{#l3k&+4lCv*ZsI
z6_B!wjfEM|Pyxny4rW#|77z&hUsIL=l{x^$(SLjZ?sAU(rJ*8Y2Q2pg_5lDqQ+_F^
z5IKM}XTO3jA#8vPz`uen?_2}^s=vVoDDD343-GT1%D*Y3e!2Ag&4q>I-_AF`6jB@<
zcRmRJlS9iGmxUhI*x33&-)>){sZ05kDjPVtTlf%#T!8E;o!f)Z06d-0^p>Yjd7xq*
zkR!rA_LOIRAGu17*G`K{dOjxWTFvt!Oo%W}<>M#BN&^IjZ(;{@hw8G<O%5*5@t&ub
zN7p}0?APWT29rDndDmwg22*9X%djK$e4X_&meOhy+|U~9-5(6|Rn-(x`Xv`pG`_Uf
zEF@|f<9;|vc%-q$E^cc@?c2lRbI_A<)-S=niOV_;5!qn&UEP44L~H4$p<l*jt>VLL
zk!8|zn^>ZB2;MN^+9mFHLPd#0^%2l&Y$~c@X=S>NTw;(;s6tuvC{39u`)C)E{vw0t
zLZD;}k>P!?z5GMyCv$EOu9UM&C2}0$7P<&+^7p{2Ub1~c)peXcT(i&V)}5!tyr_|R
z@^msUuruE=^HVN(K*2mjvBhnSh0`39wpO5t*BO5hA#>mc?jfc1p}da2(CWyH_?{H*
zUB1CSUCf|pD$|v+pNz2gyqZlAn@pD1JS%6SYhne?Rq)A#q^?}b3%k5z`p)OYf$5dm
z*cxcx&>6{X$(GA87YU#UP}03&f;?BtktlNNV3Uo$8cWx6X%0V9$LKYZe0aDP<C^D)
zK`sDtZ*703F=I|<6TMu5(&-&Zg!?FgI%t2HcX?crx{Jjgi?;N_EGo{Q3EmxJLjU09
zV0Ebkj~~pBfkl#hv?2c$`NT7MIZrN-)7h61)vMq)<C1=R98*yRLn66EWZk^x=EJF6
z81N@gAJ*-o#FxIeT?ug%Rm|>Ph9Wws$&r@IKjyM0RYuJA1!;T>K4~zA&*qJn*o#Rk
zM8zEx3p0&-(9$uB$VL)V8)smylwGTU&ooQAm_+z2S9~s=C__$>N-|JNp!qHJZ~}?B
zh?novV+j|LYD|hqgo^#mY>piH!zZq-=dR|t!pmPB`I=qE4^v0ZpOelf4Z4^dq$YWq
zBF-oExpW*V_=%#yX1&L)@FV*G`&<tOEfXq3x)EzjMd4)(&db+)HMZI!@RXy{2cbAP
zcr<}&G@J$1pS$d^9wAtHvetfTR?zEaUr)fgZq8zxQPYe&9PB+9q<vPX<^~ntgy-r>
z@OppPwEjhpQc&5Z#O7lqu4g$%;6|{Jo$D2MPp;~P?%|6|@nNYhCGE9&UhT%JEgH91
zJ4}pRQfYajPGbtrOl}#~Z$6iMgcsP9F6uFn5oQnhmGMGj7(<781(julwap6hxTPH$
zk3e0d@P(irwR3yTFK-vU4GXWO^dyU#g+I|xbN2`ke{?pcofO1lelCy}^IaZ)EuUzL
z1gG#d%ETv{E)WW7m(YMehKWMg#lE~{b~3Y^VnFBlzAVXd+pRzK8NAy~{-uw)MT)C!
z>pRiuaKiW{jht%qjPa%#t5<FFI!wK@;p6gtJEoWx+v|+)jkU9UB8SyhbhEL#XE9s%
zkST2PRuH5V*e#jT6vi56C)7s4E$kU;`E&(*i8=~=x1UQ%Y9K0Z?WhsTg4}d@hB?9W
zglyxUQqS`Y`+vT3E{EF;v6)i%4s>Nb+_u92OQKezC#P>M(NnF*_>VTVkR={u96d@O
z2C0$!coE4hXNy!6Vp7t!UCl)!QpCs+boNv&(gim~^!*tNhs3+Ce0kr`wio*xp28>w
zsjoiEKcZ?QU*Ys6=O7+`L&Mzi?1_G_Qbd495bn4TZjw-~zvz4aQs!iqfCM4FV<DzX
zi|p}c0#~fhZ6o_27EID-<f$t%8;nFpFzQkR4yM9POB@(R?_bolmZb=#nHxQ`roecu
z7RJjX2xUoEMajxu!8eNTj++?`LY_{x#o^$Z3tp(&N6#`IDD#*sZ)t1k&DhLX&8Q@g
zAUW>ftO#123^Lq#MWN4d+?sBi#@(%IN#Ws3w@52&o^in;^e8Lzu{lSuBr~Q-3rOu@
z;eLamEjnWx`#wXA1coGapb?dNVEKh_Od@wuz9oic>uHH8XK3#NK@DksGCULP+u#Ut
z{@vm!nwH0A0hBcD8m^BZG7$I2o$#Y!sZR}cm5or{Vmvz@7@8_3$(SH24X}dx`}ikm
zoZ+}*KP`XW=WRi6$@8BNIRBdcwdia4;znmiE{v@Z{nM65T>(S#zFD$Jz22mKfo>&u
zrt@%w`h+`Q+)|n^ab24t&p2IiO`VW$FxO8|Q<8j#MNHTU*4dN$DCs1)H_1D@nY!H$
zx$ToY#TxZ{5>xvguE97&Vo$bP($xj>Hm4c$8}PSZ5;{MCkl9Jj(2vbR7c2}c6#MB0
zdB0MrgEme^?Js%wxi#FZ)X<h-pxMn8_4__&k1cW|6+H_&y0PthtSKWb{BW0t&nU|!
zAnF3|6yA*)5l@NL%IA{U;~4)4Q(!^Kjhkw<G}JL*WKPeNk+gjHEfZ$-Tbp-q*~+rE
zFPr%qn=SE-&hEzo<rDVGE}I4Z_DVY(9e*WuT#0I)2Oj52H0vW~IV7WBAG%`jF1St_
zgtL@$LSNIQizLM0DYixgg^L7T;^R)q%sp9^A;SDj;TDZ;8~Amb9;S;kSL_7KvzIm2
z{IUOyS6XO$8e1m(-o-8xw6^6{bNd3E^R+;`-dibwTTO)IMZ?p)6d0y9_faj7uZ@w4
ziI}^_OR2*U?l%~iOYt1V^zH5jGmLp{Bv#>N8hx4FW?#1}2wtfcawL#PYkZ6w?Ya4)
z!T<JyOj?SVT@DK2R^x>H_S@3@6=#wrnfXHDVXG9rl@#`f5!}V&*`=qMDe!LQ`Sztx
zE(fun+565oxL}WyGAI@p`}kDzLA2H}+Cm<p7vs)HhZ7@(8S&@GhhI}#A#vF<$w^a+
zdwmeI(x4?0h4{Wc-3e~3h2WiKMB8IsYD+1U&gbh9n_CLmY5O-V?G`LOshZGCP1vFi
zbclE7r@_3=jmwy5<Gs8PYN|!6OThhM2UViJ`<!>Gl#)!y%POo<(ELMPRnOqKK5o0W
zL)d%~*2VY2A4KN)56gVS;&qkq$e5weOjJKKOi$?q5YEaDEHMbrs76l@K8+iNILDoP
zRVEK1VtvX{o5lGOLIK^GCp3Z}l8Z6bf$=igs7Wm81O0|sfoOjn*Oh$D@bt3%#cKmK
z2kc&AZ~<0vQ}ZXl$-3Q9Tu^+q$NzcyPJQZ|1ozQW=XzXh7uN3s72M{WbK7c!&u$O*
zVouMV4-c1~ev(#8P@Wqm&d7YGB=6Y7qbl~W04vUi-i!5h;OiPgg?3kE%#;hEQ3<PH
z4ixHDRmzaCnFGk$e5KUwytPd};Y$VT5M5|W#n^d!LVh56^eiv?JT`Xd&@4xc6(=l#
z)VfPj+Ulq-9!KG{&aN{!jMlTzT?>wOdOIg*ny6U|9^L11RvBF@$lV3?9HdxqEyIwL
zQZHHBpB;Ca9H&`4LAwzfZ03%@))ei!J@`~iGaNVKD0bsEa0V}T*_^tP{=vJj0-&No
zA&Q;~f$x(+1s-teS-&Kb0Grc~Kv51K5wRQt;WAtc&U|}>tp=D%Z3dSvVkH7Dpg8fv
zTF6^8#+a{@3aPJ@(se4)(!mAw-nx~SDwU<R?nI~Hcc=cvWFF#>)32<f&<TsV5rRep
zu^M9F_^^Vy!mID1*8FQhW-qiPs1-g@+aYIY!t3oYNGdErkcfpr>zRFqu`zs%!$?#O
z-zP<##Nod?aGeas5)<#D)E-lC6eTSpH)aGqkjJUTfy!=xnr|06s5SRrQm&^_aY9Fd
z@L@Y_XSDaH`hR-lYn#L^KKJDirqwy16CH$}CYBgn;_^W&Xw^Mn9o?BiMkrBMn$>Y-
z2gwzrV(5p87hczf;yXrKjmKj&9Nwm_6A2Id@O#1a!^T^SSjL%GBu(OYZIBW9U{^G#
zBl+uF8-08XFM5;c_{73`@ii7G2h<}J5B^KeiTp5yhHR5j(JiL)_Nyos-I=g?wRbGH
z#tO^re8|P8XwO&mlO9Yhw>5?&Ec4P=v(i=ulRsa?lca<pdbYZBQlIbdwz`C@At0E>
zk;pDVs-8p<GS%zRuk+cBIi{wBLQT@U2*<?}R~VMUHc8UpwkM_aK#Py};K8!ut5}ck
z#@~$7&rQ1$xf0{e`wzY`F6X9?js@;TvkR}QBbOSg>>O{7F}xq?(@*^oW311TdnzpG
zqmoO@$YMIWu@h76QJCZwSm}gGJw9eKii0!jqN|{9Wwe92p><?e1gEw~_Z5R-naaAO
zzm`+xbt1+X{g_l)43A)%-f8T0A9B2UWPyC4daGR^PJEcEUBD{mrwsYL2@7bWenCMc
zoA;E9_<hpjL~yTdpD(jK!DP$Ke3#F@<L2e>=JnxyOFfjwZtig$WJyy!sicCc#qz1=
zzy`~dNpXL2TSRJU-SSd-XII#(B<-0&q;;bP`SS16{fifd1E?u-si=rVXR@Rj_~=KO
z{<1G93otK4GQM!Nb5Co0w+b^qWNl}Y3~!)&f%<`TLA6%3^W*8qFm1|D$GeU@VQze<
z5trb|>1SOmIFVA=rjcwt1lWYQ%ftB4D_>g7;xTZ^I=#5a+_iHoh^sNs&Kh58i>Dln
zO+P8v-4^$kYj{nNH?m1>B3;y;h7|LJuG}_9u7djnPTa4h=m@=GWP{?_Q%d7mt`Fo8
z3W<Rao_&HxNhu1UQbeg<eBC7Y(q9dz;1rnF2@^Tp*ZZh0+LqEGD}3LMo4>X6#M=yd
zbv1oFo!1!cTZgCOvokm~*sDCf3Nm>Ma@W=QR&nisbF;{wFi>;03jei=1T}TNM_w+}
zcCM;^lt=R&_Jq;y>HxlbJZd#k&{;gw<9P!`YS*vj5m_&m&lNgAjg!uDqfg9At{-`S
zDK7bB>)Z@C4YwY<|Fmh=`N8S8Q!eOMa}HT|D_mt<E1<5&y5X3J)rf1R)$^z@fqHSn
z@Um@Qs#KB_SBb39bfXrjDD8HG#gR@znfM|$r<@6=U`BymkFn1vDU$5i?hR4273nW4
zfI!>+H_3~SEaD4TC*D{L^dny)s%wC$sJT2=%tljGyF*{ZaX6-1CUNnQ_D*It6TUq^
zkH<~hx#l?6J@PqR8zh~s-8-3Z!90WSb++0{#PVc-$tnI)Kj!Ya{n=2vn7&|IZG?9-
zHl39?*<O5m_Xko-qgkyOUSHHJ4}ysh9Mx`~^yAR9o#9)B!Fn6Ax@s#pF&pMlO|=9=
zw+?w4y*RbKa{sjD$Ibiol7;JdA5_g{=?y_9^(U7+2iNt29%*I+{mlr1f-O#AhqNq#
zniP%c@sbG)fyUA-Dl5_ZAm(zD)_Ts#K1<%`*$a7{{!`iO&rU}LZj@T=dD<G7Lv*!<
z2IR6*^D-hBH})fY#v-dKnHenMi|sivEc0Ju*d<hVRrFN!4C!xyzT=`Ko{Ez$4o)^g
zLb+lWj6@3Q1a!Ew74g+jcyGvrIp`|mX7%*coZmDkE{83?IDr{YO4-#65(-95E<lzI
zI4DXldcX=4@a__VsMNmhp8~z-<)CDIMvaroP3pxr=iz5Xl=5s@A!jqMg^=6Xlkccu
zYwPVAjBv|?<S(Ai%+=(sl|G%g$+`8ZeBR@Y>QQHk+<k4F)*`yj0#GTZ@vp0*oTH)`
zzzNg62E9uJ?_YiN#Wv!$q`nLs*&1oB`_bzjJ{^}SZI>revx`4;CWRz>gu!ONx4{U)
zt%;KLLZFIHRneS$29aI?%1I_vvTfyO_DHT5n<1+VIy_-IO5*9Qdn3@2t<?P`u13*Z
z{u{Pn(n@p4!blk0RJ6Gs^1zn|r7k{bD98{c`02TPyZ2!wK?!0uV&6v}zjGMcH`^eH
zc)+g8O#@0i@aUANLtcJhNTm<aSGEcdqdJK7nP@!BGH#*sLC`_EAs#F|kh7U?I+^7g
z*81#lIvz~QJJau3ZKgDBQ{_p-6K1-3*#&oK@*~u|<)kItKfExCjo*2tN^a*$bW(2L
zgSQIq`pd&h&vq#81Y!%i5ms}RLe-<fz_E8@OB7q$TiREQ`gyKF4euM9eTr^Uq7*Gy
zX~UISU$$%vYl@c6`5~()wEMwj-Pq~+>2yBCV5LRT)*S`AzwOnzKqFs~dyiciF~0e+
zF+Xk_g2!^JW!OQcE-&CB_0b9x#Qu<gXA`s@>6R=)v5S!15zd{M<BQMR5q?Qp^s+J(
z4<D5rHm9?LkKNi}ty%Om>tK309u~P$J^Ab^CM2hcsZhtx(`oaYuBq|$@euB7%V{E=
zwj-f*dxvV1t6GXS<M{?tOV#sj9;7H+rdpi|t!NJaAc;mbHo+26ZUd(wYb~YB_9yBe
zRUQnXThKbwa530ani+PMa+Qc_F42z%4!tqc7&0KoQBC3g1S|Z0M6=Pk>(o*6LsD3H
z9V)fRy6A+spbo#N1AG3k5*vcWTrH=*BRu>r7GqxU$fHn_fmGP%k=*zOFG|%HmWaEn
z4HrmfA-R2Oo8=N9eIpFb9?6JLab0YEwCy}BOt8_=&=j*$ks=w>O|WM^9u>UPM8>KZ
z>R>0vW15JBot`9JHp>g6Y4+kZdW_ZO?z~K72h&DRW7+ndv&QMeNuN0m(Xv{n$K3l9
z<raJGdr#7<{n(3ke1_yE7D1yqs7;s}`-NZi=fCjXzzsUucCy-7@Ev+)C`dNqjT**b
zPj28@#7!B{kG~_+7&^qUdQ3ZL6eChD?VQUif=wmclW&_{p}+fLIZ?_9r#tlrlDxJ7
z=@{zCBW~J|t<K%tA9fA{^d%N4-3yBCMz8#%NQy}1==BXGWuC3;f6RG0?w;&zJBvK>
znsfRiNB5ay`2pK3(Jgs<bn(rQFkiha)3)&2>bmMNJ!sVWtz;F0WOMFZQ+Bsgdyhce
zli-@RR{f)?jc_h4%BQLiI!q#+6C>Wtk??k#fmp0x#3<`KzBaXLXK>GSk<2v(kHRLt
z<1%!xb}4M^S_@f(5oS~dLO^QSgT`1}H}x6TL>L7nDoUtE-wecv8n6y^FQ6-r8`*Bn
zs()##%O6*i&{-+B{bKhLV|0TpF;c#%G|_5~hM=qyO)H2M&(1CV>M)ea`*8n+xasO8
znOard!Ph`R>e$oegq%yMWM{NXa9zmurk?J88@GnsIG;qC3;*E^pO$wuKW~)Xy8e~3
zWw2PfI0c3R^_Fq!M^c7_5O8~2tEQh=KV}09qQ6};u7x2U^H%!UW<*$!Zvus4g|ca+
zK_+dAOs#M|Bg#U=d`5XE*>F1DDTP$2tzHgNvqeXWFO}-X4Qn<*Xz<tm5S}BTX4kr|
z&h2uiW&vrM)NA<gsg5EA(x%&zI&O!h)3k1F=tP~YsJ#wwvw7Ux&Uuz2FO?%~Vse=$
zodshBA|w^9*nMbCt$mjTQU*nS;DS;Y8e*cIIzGH^SOubYfta;#DJHx6wTK`xbEs*Q
z6J3cd7UdYRCjC-UDeY-n1YLWI+H_rmolTwvU>+uW!l85wW&<FEc!qdgMRDo{BZN`e
ze1R|kPRYNztFo&>LLF<qrwZ{?u8JMtAL3D2#^nv&Bsi(}jm&zr3Q<#5v)${8Z_#+7
zw}-HZJ<g#hO54ZDYx{?aWT=aUI%5m>^Y3`3teLQ*2qbbc5z67yxBBVcW$K^N(gW#R
z@Nmg+-3_Qb%<A;ZIv6_9bRVl@2piDogJOLH+F}tnF!M+#$JnEUt^D1r*k2|v_V-#4
zTDJLyRDKqO=OtW>T-4nW9~l}$hD=o>=GSEMCZdc8hpV$hNp;fXu9-*HlG>zIm~M4s
z)~&l+5bUP#*hKNov2DG&%IlaaS6#7%kWZHX$iQ|xBB9lEGFm`8noU_cH-++_PO_<r
z+?wJ!r`QU9+}ANV7Q{7{LEX5K+~Du_#zS#3V|5@J+=ss#QSf#T+r6@(R!6wFRCNcE
zUYZulh3VBXC-+0y%QM~D_wk3Dfm`i$JPI`|NU^Gbsg%VKT4b-ew1qyxwqx92lNC}3
z{n&o143)G0K!BWqG#oezQiy0F_K6Qa6W=q$k1|Qb?)-f?=t@oe2u7J`CBknfCQ(9A
zkz+N|2(ItSqD5My@su*g|83*U?wQT};+eFO28~FMKW~P7N!|9=v}v&p@8zlTmRv-a
zl@ZEgZquIp7c<iXNwL+QV%h8TLA1y|7n~vU1wI?C{pcQ;2ZVxHVhv`a`OrRewu0zC
zc8wCDTm)g$sy(8^7pw*O9T!n$5=Gm1b6f@!wc<fe-PcYIZ{@f8E#OpMqTeZ*xzN3X
zd<jugL|kzfF<L9Tq(#0cigk(XlfNJveNqt+#Mr#8l6rG$&z;8hSdKKv6uC_trL8=8
z@%WamkzZ$k+4Gp$vyZvn8gGvIG3qUlxp@uqrYUM~5h?g!x!9?y+rQ_Ak5LJ!)dw11
z48{5%EP%fXiL-$qf0dyDf*Aj00i=;NH?+5LurYBYQ?;=-B4Z%4H@3C0cVy6aa4<Ku
zwlcPMgfJS}7`i_DWjqADn}4zD8<NQ>k*NVuoQy0ij9@YaCw+TIcQSbqF`zP)qp_>w
zUrd~L_NY74Bh6ha|AFuPrGLUATp(r^HfB~9AR-j7*?={enW=&Ie<<&Ksee-b2m0kR
ztO+<*|FUfUo9fPL^TOQG(wOXLPZi0S<n3*YoD7Za$$rWY0K)dh`i?gCfcrMU^K0MS
z##%(*(U=SfjQ$DA+8EvKBmUZ#Hg<CXI^aOY`ES2>K|y(-hWcOVeZOW`dt(#8vc}1Z
z2pF>dy^*m&AYcfY3E5AKm6@HB4Pd+5$gKZ`0p;o0KtKb3$G~iWuk}6b?)ZJWJ6@m|
z&~Ll|#twvj-@`cB07voPFrW=E5S05n#=!;x1NP#(?LYGU-1`j!1Gc=oLHT*)uYUXk
z9VcM#yVnLQGc)8a(D?7XU`_}pP!8xf4Cn{Po$vhL>6n=T!h5{TEMPXaf9Nmdem?*@
zR=~LV+xb|)?Ckfi2MZw0{We%RK&<!MVC7^7-2Hz)A3z8At>42qS^kh27(KxM{yrT$
zFzUZ!5EjT?5vjZFuj>J{`-gl0-5=uzVPONTpuh0~*@5qZrhmhjAuJp~=)gS;!~)n-
z|G@5|PVTl}vVfS`?}8tG!<d1D0(Ze1zte$#237nW1L!~;_pcGa3%S={z+r&-{(J#3
z16Jif+F%2-+`GOYX7C^L1>j}AGw%Lf761d^pZ9lt1JeH9qXUNip3Hah-M=0H#(B5Y
z{N4r!5T5Y|#(7tq?sqy)=KJ#n#LNl0e=mT6l@qY4|HgZ_ZUC#z?-)RL7xMD=Hoy>$
zKj!@%#(AF(INyDlfi^(*=MZoQG6MlVzqbJ_Yj@5BzqJd@KOjlPeT)rAGjSgS2H_qC
ztT}f@)_yx5$IoDsdl)mv{d*7$1m)ZX{NLlfD?xS-V*}l#^7x&OjrIOK0CH%s0ckXT
zrvuiyKV;?vasIK!a)R#Sb?)<W-d{_=oM4te#u-@tfD|3~c-g>^`!aI^gMW|iZrz34
zlNrcH4Xld4pAW!*<^4X!{>L)~c$TpPW#oR71;9A&0;KM?Uu(o2cK@Ef!|u;#00Tzm
z4_;27j@@79bF|ktw=}j#ynEs+nY#mzZonr)(Z<G+49Lj+^BFE_ZDK<PjPBh-UQ&ci
zlZ=N=A7pI8Y0PTG3^6n@GUNms8nUn&8FR7&2~P|`hOB&u|1-(IJY*akfp0uNAM&is
Q94yT2h?JC~a$<=82Pn6({{R30

literal 0
HcmV?d00001

diff --git a/src/test/java/technology/tabula/TestCell.java b/src/test/java/technology/tabula/TestCell.java
new file mode 100644
index 00000000..384645b7
--- /dev/null
+++ b/src/test/java/technology/tabula/TestCell.java
@@ -0,0 +1,46 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.util.List;
+import java.util.ArrayList;
+
+import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Test;
+
+public class TestCell {
+
+	@Test
+	public void testIsSpanning() {
+		Cell cell = new Cell(0, 0, 0, 0);
+		assertFalse(cell.isSpanning());
+		cell.setSpanning(true);
+		assertTrue(cell.isSpanning());
+	}
+
+	@Test
+	public void testIsPlaceholder() {
+		Cell cell = new Cell(0, 0, 0, 0);
+		assertFalse(cell.isPlaceholder());
+		cell.setPlaceholder(true);
+		assertTrue(cell.isPlaceholder());
+		}
+
+	@Test
+	public void testGetTextElements() {
+		Cell cell = new Cell(0, 0, 0, 0);
+		assertTrue(cell.getTextElements().isEmpty());
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		List<TextChunk> tList = new ArrayList<TextChunk>();
+		tList.add(tChunk);
+		cell.setTextElements(tList);
+		
+		assertEquals("test", cell.getTextElements().get(0).getText());
+		
+		
+		}
+
+}
diff --git a/src/test/java/technology/tabula/TestCellPosition.java b/src/test/java/technology/tabula/TestCellPosition.java
new file mode 100644
index 00000000..476168dd
--- /dev/null
+++ b/src/test/java/technology/tabula/TestCellPosition.java
@@ -0,0 +1,45 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import org.junit.Test;
+
+import technology.tabula.Table.CellPosition;
+
+public class TestCellPosition {
+
+	@Test
+	public void testHashCode() {
+		Table table = new Table();
+		CellPosition cellPosition = table.new CellPosition(5,  5);
+		
+		assertEquals(500005, cellPosition.hashCode());
+
+	}
+
+	@Test
+	public void testEqualsObject() {
+		Table table = new Table();
+		CellPosition cellPosition1 = table.new CellPosition(5,  5);
+
+		assertTrue(cellPosition1.equals(cellPosition1));
+	}
+	
+	@Test
+	public void testNotEqualsObject() {
+		Table table = new Table();
+		CellPosition cellPosition1 = table.new CellPosition(5,  5);
+		CellPosition cellPosition2 = table.new CellPosition(5,  6);
+
+		assertFalse(cellPosition1.equals(cellPosition2));
+	}
+	
+	@Test
+	public void testNotInstanceOfObject() {
+		Table table = new Table();
+		CellPosition cellPosition = table.new CellPosition(5,  5);
+
+		assertFalse(cellPosition.equals("test"));
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index c385c4af..8acf2745 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -35,6 +35,34 @@ public void testExtractSpreadsheetWithArea() throws ParseException, IOException
 		}));
 	}
 
+	@Test
+	public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IOException {
+
+		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+		
+		 this.csvFromCommandLineArgs(new String[] {
+					"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
+					"-p", "1", "-a",
+					"150.56,58.9,654.7,536.12", "-f",
+					"CSV", "-o", "outputFile"
+			});
+		//assertEquals(expectedCsv,);
+	}
+	
+	
+	@Test
+	public void testExtractJSONWithArea() throws ParseException, IOException {
+
+		String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/spanning_cells_basic.json");
+		
+		assertEquals(expectedJson, this.csvFromCommandLineArgs(new String[] {
+				"src/test/resources/technology/tabula/spanning_cells.pdf",
+				"-p", "1", "-a",
+				"150.56,58.9,654.7,536.12", "-f",
+				"JSON"
+		}));
+	}
+	
 	@Test
 	public void testGuessOption() throws ParseException, IOException {
 		String expectedCsvNoGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv");
diff --git a/src/test/java/technology/tabula/TestLine.java b/src/test/java/technology/tabula/TestLine.java
new file mode 100644
index 00000000..efe7596a
--- /dev/null
+++ b/src/test/java/technology/tabula/TestLine.java
@@ -0,0 +1,71 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Test;
+
+public class TestLine {
+
+	@Test
+	public void testSetTextElements() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		List<TextChunk> tList = new ArrayList<TextChunk>();
+		tList.add(tChunk);
+		line.setTextElements(tList);
+		
+		assertEquals("test", line.getTextElements().get(0).getText());
+		
+	}
+
+	@Test
+	public void testAddTextChunkIntTextChunk() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(3, tChunk);
+		
+		assertEquals("test", line.getTextElements().get(3).getText());
+		}
+	
+	@Test
+	public void testLessThanAddTextChunkIntTextChunk() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(0, tChunk);
+		line.addTextChunk(0, tChunk);
+		
+		assertEquals("test", line.getTextElements().get(0).getText());
+		}
+	
+	@Test(expected = IllegalArgumentException.class)
+	public void testErrorAddTextChunkIntTextChunk() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(-1, tChunk);
+		}
+	
+	@Test
+	public void testToString() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(0, tChunk);
+		line.addTextChunk(0, tChunk);
+		
+		assertEquals("technology.tabula.Line[x=0.0,y=0.0,w=0.0,h=0.0,bottom=0.000000,right=0.000000,chunks='testtest', ]", line.toString());
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
new file mode 100644
index 00000000..6a953ad0
--- /dev/null
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -0,0 +1,100 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Before;
+import org.junit.Test;
+
+public class TestProjectionProfile {
+	
+	ProjectionProfile pProfile;
+	Page page;
+
+	@Before
+	public void setUpProjectionProfile() {
+		PDPage pdPage = new PDPage();
+		
+		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
+		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
+		List<TextElement> textList = new ArrayList<TextElement>();
+		textList.add(textElement);
+		textList.add(textElement2);
+
+		Ruling ruling = new Ruling(0, 0, 10, 10);
+		List<Ruling> rulingList = new ArrayList<Ruling>();
+		rulingList.add(ruling);
+
+
+		page = new Page(0, 0, 1, 1, 0, 1, pdPage, textList, rulingList);
+		
+		List<Rectangle> rectangles = new ArrayList<Rectangle>();
+		rectangles.add(new Rectangle(0f, 0f, 500f, 5f));
+		
+		pProfile = new ProjectionProfile(page, rectangles, 5, 5);
+	}
+
+	@Test
+	public void testGetVerticalProjection() {
+		float[] projection = pProfile.getVerticalProjection();
+		assertTrue(projection.length == 10);
+		}
+
+	@Test
+	public void testGetHorizontalProjection() {
+		float[] projection = pProfile.getHorizontalProjection();
+		assertTrue(projection.length == 10);
+	}
+
+	@Test
+	public void testFindVerticalSeparators() {
+		float[] seperators = pProfile.findVerticalSeparators(page.getText().size() * 2.5f);
+		assertTrue(seperators.length == 0);
+	}
+
+	@Test
+	public void testFindHorizontalSeparators() {
+		float[] seperators = pProfile.findHorizontalSeparators(page.getText().size() * 2.5f);
+		assertTrue(seperators.length == 0);
+	}
+
+	@Test
+	public void testSmooth() {
+		float[] data = {0, 1, 2};
+		float[] rv = pProfile.smooth(data, 3);
+
+		assertEquals(1f, rv[2], 1e-5);
+	}
+
+	@Test
+	public void testFilter() {
+		float[] data = {0, 1, 2};
+		float[] rv = pProfile.filter(data, 3);
+
+		assertEquals(3f, rv[1], 1e-5);
+		}
+
+	@Test
+	public void testGetAutocorrelation() {
+		float[] projection = {0, 1, 2};
+		float[] rv = pProfile.getAutocorrelation(projection);
+
+		assertEquals(0f, rv[0], 1e-5);
+		assertTrue(rv.length == 2);
+
+	}
+
+	@Test
+	public void testGetFirstDeriv() {
+//		float[]
+//		float[] projection = pProfile.getFirstDeriv(new float[]{0.0, 0.0)
+//		System.out.println(Arrays.toString(projection));    
+//		assertEquals(10, projection[0], 1e-15);
+		}
+
+}
diff --git a/src/test/java/technology/tabula/TestRectangleSpatialIndex.java b/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
new file mode 100644
index 00000000..1c05daf1
--- /dev/null
+++ b/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
@@ -0,0 +1,21 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import org.junit.Test;
+
+public class TestRectangleSpatialIndex {
+
+	@Test
+	public void testIntersects() {
+		
+		Rectangle r = new Rectangle(0, 0, 0, 0);
+		
+		RectangleSpatialIndex rSpatialIndex = new RectangleSpatialIndex<Rectangle>();
+		rSpatialIndex.add(r);
+		
+		assertTrue(rSpatialIndex.intersects(r).size() > 0);
+
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestRuling.java b/src/test/java/technology/tabula/TestRuling.java
new file mode 100644
index 00000000..b25a81a5
--- /dev/null
+++ b/src/test/java/technology/tabula/TestRuling.java
@@ -0,0 +1,111 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.awt.geom.Point2D;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.junit.Before;
+import org.junit.Test;
+
+public class TestRuling {
+	
+	Ruling ruling;
+	
+	@Before
+	public void setUpRuling() {
+		ruling = new Ruling(0, 0, 10, 10);
+	}
+
+	@Test
+	public void testGetWidth() {
+		assertEquals(10f, ruling.getWidth(), 1e-5);
+	}
+
+	@Test
+	public void testGetHeight() {
+		assertEquals(10f, ruling.getHeight(), 1e-5);
+	}
+
+	@Test
+	public void testToString() {
+		assertEquals("class technology.tabula.Ruling[x1=0.000000 y1=0.000000 x2=10.000000 y2=10.000000]",ruling.toString());
+	}
+	
+	@Test
+	public void testEqualsOther() {
+		Ruling other = new Ruling(0, 0, 11, 10);
+		assertTrue(ruling.equals(ruling));
+	}
+	
+	@Test
+	public void testEqualsDifferentInstance() {
+		assertFalse(ruling.equals("test"));
+	}
+	
+	@Test
+	public void testNearlyIntersects(){
+		Ruling another = new Ruling(0, 0, 11, 10);
+
+		assertTrue(ruling.nearlyIntersects(another));
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testGetPositionError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.getPosition();
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testSetPositionError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.setPosition(5f);
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testsetPosition(){
+		ruling.setPosition(0);
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testGetStartError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.getStart();
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testGetEndError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.getEnd();
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testSetEndError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.setEnd(5f);
+		fail();
+	}
+	
+	
+	@Test
+	public void testColinear(){
+//		Ruling another = new Ruling(0, 0, 500, 5);
+		java.awt.geom.Point2D.Float float1 = new java.awt.geom.Point2D.Float(20, 20);
+		java.awt.geom.Point2D.Float float2 = new java.awt.geom.Point2D.Float(0, 0);
+		java.awt.geom.Point2D.Float float3 = new java.awt.geom.Point2D.Float(20, 0);
+		java.awt.geom.Point2D.Float float4 = new java.awt.geom.Point2D.Float(0, 20);
+		
+		assertFalse(ruling.colinear(float1));
+		assertTrue(ruling.colinear(float2));
+		assertFalse(ruling.colinear(float3));
+		assertFalse(ruling.colinear(float4));
+
+
+	}
+
+}
diff --git a/src/test/resources/technology/tabula/json/spanning_cells_basic.json b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
new file mode 100644
index 00000000..b644b940
--- /dev/null
+++ b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
@@ -0,0 +1 @@
+[{"extraction_method":"spreadsheet","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897994995117188,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.789444,"width":121.92678833007812,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663330078125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37112,"width":46.73773193359375,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.789444,"width":121.92678833007812,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663330078125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37112,"width":46.73773193359375,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.789444,"width":121.92678833007812,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663330078125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37112,"width":46.73773193359375,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785079956054688,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785079956054688,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785079956054688,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785079956054688,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785079956054688,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785079956054688,"text":"1,693"}],[{"top":236.53293,"left":119.789444,"width":355.31939697265625,"height":13.102462768554688,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.789444,"width":121.92678833007812,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663330078125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37112,"width":46.73773193359375,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"spreadsheet","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66310119628906,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.4141,"width":46.663787841796875,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
\ No newline at end of file

From 378c353576f7ad77b3eab2fe85d08f68c236dc5b Mon Sep 17 00:00:00 2001
From: Tunde Akinniyi <tundeakinniyi@gmail.com>
Date: Wed, 13 Apr 2016 12:39:40 -0700
Subject: [PATCH 082/364] Deleting report..

---
 report/report-assignment5.pdf | Bin 410146 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 report/report-assignment5.pdf

diff --git a/report/report-assignment5.pdf b/report/report-assignment5.pdf
deleted file mode 100644
index c1483fd1d5f4a521eccb9acbf50458e4ba209c77..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 410146
zcma&NV|ZoDw)h>a*hU8{w%xJav2EM7ZQFJ_=-BF59XlPXlaAl)efGX*pL_4~{_mGr
zwZ<%r8l_R|SCdR$M2wD!o&}a{@Zjd)wCpy2W^fpm703v*Gqi-|;Q=zpnAn;*n*-TC
zM2bKLF$-&F6UUFx+Q8XF#Kg$X*aXPO2kYeQXkuUk>kc}lqv5tL=IT3AM;X;BL&XY>
z?mCju@GaUVhBpE2X@6hD!#^{BWl#55?5pwjo=M?1xo)jbl~n;Jma*tDCiv`;F;QA>
zTd+?tuamw;7Widc6IGlONu)-iDvi`Md(FmKv9C~C4HI?G$y1)Gk^HaGD%lt1bL8~W
zt;V8agv2gg^2^myk?CpH1wFM4cB?V(?FqN*q=z!^L-T$`QQ2g7VSJR<iPW|$)??ir
zh9SRmo=|k?Ru2|2i2PgzzUOV&9KxyU)>E9F)Sa!-<fF<2LyOFW&rG8j&#^`&RrelJ
z%oxDtNE8kvHG6}Q4<f=PnZu*mm+bO@V2I)fCLFUya=J$=l1_&-BMTOyyqO2Cr~|GJ
zM2I9$2lY{aWJn2!qEQmJCczXuA-aNwaWG*8qRx%ckoLh?ihlgG;_h^3-%084x_spD
z#(o2Hj2w5QD2(Jb;p7^lugWc{J`sMAYrG*8lxsZvc-)+k@;=%&ZEiHMBC#G(;MRXT
zbeLuJ{^9=ePAQ{{<&cCyz;mxm{#nm;LT#h;ohP2wcBY_)$~V@7E0VV|+ic!=RX8k%
ze_^7%FD}|N6@@51@kgb;xK5fZ>ay^a5&f3jl@hy#c60`VIC*ZD`}OXQ_mxL0>lktr
z(N%_sNgUGbqZ!i3fC%5d0Spxlw#-;Xi3KIW**AZF-=&A!<tme}KN@#m)7^6S9de6P
zNT<VCE~!B>j1x&1F2{aWf*7Ml@hT9d_%P6`K>)#`kVa52{AK3)51`TBd1XAJ!IBj4
zVdPjy13ZET?NC2W;iPnVFLqmg?Ob#j$$kB-S9AD))Jp@b7{A5+F%O_@>9=}wgRX6*
zH`*j;kci1T;|x#+FjTL1PFLI%MkG}#x_fi(Oi2?QSqzu`+zG#2e#p|9e(O4ac4gz2
zRVUU7ttSp-A|i*%UYN%g3?``}xYCzIfe81-RFQ;l(mmCb$Q_2rrLR+f!>L6f%f~G2
zp{xB82f3gm9tG5xXRWRl(PT?Br%|;}(#`}M)wL!mNH+W=9ZFgQQ14BlfonqbQ5_Kt
ze1}!pMdA1n)!a!kS@<KyQy-JV#h(<*;qz#W7A#n+%a7!IKOE@qhCQ^neYAn%p3}rQ
zLLt)jOw=Zhto9g|;jro3l^w!$+074NLIn@GWr0H{VYHYBktT!)+=K==(Qd+voC-$a
zQVuZ6CSwJYltRfZoRan}_NaxFaHhDkUBp@UaImvgYq2#yOh%SCtfQvSH#Q9UtiIm<
zitIXHIdk1`J2UM<>G`&1b78+R!7%Lwd73}Kq&@XxsIaru5Twav;d^<ngjN-@c7&9%
zAQ*_nqLp&Yf>pViDVI6$GD^w^{|gv2<`L5o^}?53(h3?^wkU6HFX#JfinwXWrFNk#
zViySy1S5KV8vHB4mj!UzkgJ<HP*Y?RzIuk~X<a@pug@SHxDNh~kR(Z|_M`0MMyLt|
zkryaQ@rR???n##eh--ZcifTCfMS)$d*Y~r7;wP{-$%zeL144+XC3)q4kTFJ>i|I~6
z@`~vxLQ-34xt<}b5~O)RmOw*@eICWURm*a9VpwQ?_UW`RTYEfVTWhVuoLS78@*LCk
zzNK(wDVrb?a?8ubvRF@!*&J6-Ji(58zXl;`@<nANG$qp{h}h8sF}<Y&w;0Wbp;oVt
zkyS)QSW8(lfr+8n1E@-Aee#KkMi#QAb;M8c3^`NKO>qFlpOJ@!2B0Vi&n`a^y!trc
z)2&FdBXBv@*ksZeyH*zufvA4d>dLJX2wQWVaOFL_b)C9cvg?cyFO>$E7K#9Kv9?d?
z3PNWo6HC9upNw!t(y<|jF4O8$&dv5CLs2wFIznz;oPD2BdA9s&4z<H=SeBpbkRe~q
z^aw)n+sA_sd89M1p`KlOzD+1ZotNI<GwZ^(>p=i5I;O;T;hJU?CWQIuASwOz$P?=Q
z8!-%auCqR<B4S!{?^|$S>u+CZ_=Ax`Xa5kK4WrF~xk++y3n!#mC{L&a>cYTpNVM>?
zAL3;ENWkqCJtZuMs>)B8Y`ZaD_!qurAJL>?m^l4s&W?iYF{_o&E;UJjwHGF@*#=#s
ziZ-TZ2+O?3<X?@yyjpeX*A{=}Z`WFv;C+_Ipt?c;JZ3<thcc2+e*tMlhIHxDh1TlO
z=-F%*aF1&9XlOGVzwdba8ds)(ykLtA2YESiV@~e?=_#y>>=H+s9!vPupX};~%UBf{
z`SI0!yrT-Mk3V{lkVgh*)v0K4T|#I-Qf4xo+c5@eCW=NeDugVRF|-J*cNYB)@Sp_q
zvn`h)NksFp#BRC?0j1Jm`6HD2VHKN}^SSAe?Xn$CVC2`+sXFT7!fhcKYT|koH&D6G
zbM`zrCk<=T8eHobf;wy#)0R;6*#)JM6{hNQCb2{h{b=G&1NcOBQZaU;yKzZY+D1+U
ziGVkYdVZ)x%^?%jq*a(;lafXHYTT84GFYl6{jN_WwsU-+?y%Ry8vU@Ql+An!>b)%x
zFyP&D`K>3g=Dh`T80qJ6Kbz0q6nt8ODMz4*W{~6ea&|@0<LgKA)BWxdsHlrUFHTVC
z*p^yMuOC^{6}FSbBb!G)uY3Tat}M!_;-enf$eih3W)u-WG~lWJ)<&7&w&w3s{XnEa
z@)2)ct?!o@YZ6y=+f*rpr<0L_vS~vaOmGY;q<jzvDNxr=O;d5uSX?!^U6518O{C;x
z4wMh(b)}c%1Y_&&d1Q>{|8)i16~HNJ^}94_h_A=n8ezEoo6sFxFLW(!8=tO6D_@)4
zN-}k?msY{0aRB^Ht{SwLg3lc|enni&Ama)hb(-|BLeDOlDdHd-b;fQcM!j;lL#Sqd
zy-+uYI7{GqL1<tluL|itn-GytO~LWy>1omn2k~1blzf8JV9(21T!&D!;Z<EZvHbTR
z(_gI?at?WMcvrcdR;LZhD~lmLhW5U|i6QwHlqbjcz=bT@hM8L{f{|J=N_(MOS7fH9
zMx!n`(=L$;M^Z!6-jOy|9_Is2dsZHcD9%_$p}6_EpVj?dM7$+dANMGf<qeMH4ZS0@
z2<2-8dN_@a81llmFhKML3M6O^h!K+r^<NL5nt5i~42~MqdtcL<dy95Zlnqn2LiCad
zXXa7N?SDDBmwE`Wdq3St2Cw;_t=60C_xJCm^|E{Qzh&w0rZpAQ&sR9D?jPq%33&ok
zt<0IugKir|LP$a)@sr*HXc%n;(Duiuf3Wz}UoSdh-~)9@9^~Z9Gg3iP!Yl?`v_<*R
z2q(7^h>@v$Kc5YhsY;p7_GgewgN8+BII6!(8bDOK2F!w)Dhq`32!w0!B%{~+k%ph(
zl0o?76vBcSmG*o|qxN%>ET`qeGb1+rI;^D8Z>67>@RF1gp8lzegpBytLZKbtZGZ|T
zV<%ZEKQZ1f57oikSS3jhRhtVDzSKq}A{xKYvZ_^2gr!l>2-kH+>PWUGFjew;<!i%{
z=74=-Z+H!vF-9)J)<!<RRsn}bzPWgfdKWT=WJC_qMHWD*271}6_(-qe+gODLqn6mk
zP8f`mK=_kvfFQqk`_W*#4~IW!pnbzap2|Exg%oR&QBagEO?wh29cXGt#{(z`BU-%*
zkE0LL*LV8iS|J(8jGbxJfqJuP8SgJIwWxr@C6Qk{1q9VOy++0*jdx2&Nnq3kUDn1M
z#QAFGO0^)gWP&MJL8%=)h>9{Up(Ct6#8%XBJV%|rgV-fxJuc5LKr|{q#YydYk{BrK
zQE@r5wY0nwT{;rVq#2w^v#{E#!{C`dZ!KrhU*yjm+TSgh&|37ABdWN(B~L_D#aMz1
ztIWD!%Z(Q#)aih$(T8*wa=#r)W|Q~sl+su7bDoTTcrYb;zM@_L)vJDTrjZs-M6;lN
zQ(rS1Qq&$u9JA`SQMo1$@gl^o+qrsf`L<TuR5?)#jpd$<tbp#r1SRAuT9<!erD}g6
zi%EL`uNXjt*dip9epCph55&+2!7N6wP@jGH={3k^%&VOqz<dW*c7`}z$3>JFj}Sgo
z)vA^gaO%2NXd2DTbeN{V-EGBjOK`XLYoYFe5ht0_d{lr(6K4`_@TjP%wEdg=-B6FW
z<9*xX0O3>+qOdBl3Aoka+FrVc(BO%bX>QsmgMuV%2n6xuXWY-8Yk@q+ib(Bi;p-A#
z3P-1gs^b%&ePY5fW6bu7fGnN|q`FC7gnKRXj2Eh}h++b)s|SMthECImG!=-Wg%+^F
zr|^KHXZ$2wb8H2Qf-;=ydq@NTD)K8C0|cXhKQ=r%NUXMbtabr&fachpeGx2b<Y;xa
zP)K!O1ZJdWEdDBB-khcCq9&caAOihv2;0-cy2VuJrQvd@V~hAGo7p1UGm(s1`=$Z(
zIzZfo(FNHIL98b*po{0-0zp;RZOyg2w>-<3@Nk#?)YWwYlg>T3c$w7{ai3tsHW3$1
zZC+WaAs5lk@ZOq@{EP|_mCSe)eZJRHW-@gNR^3Kb-VWK!{g;kHsoEFA7T#n_nP@l5
zFSuz8(|o?(RCJT9R!reyN!Z(=?vs+KlZ{$Xt>mH%jWQC()@?|%EU2LKfUzqAMz<fs
zt$`D^UY*^c8#lus$Cktkj`nu}ISiMW_&F{G1>=$~1x7HU;96MG^v%wzZ?H~5JNd0W
zSSKFy_g?fcd-*}(orfGFO~K7XV^HEDYwUCE)j%N@s4B*>OmSyph3a5wQi71^Vpt}=
zjZ3$UX!8T??XS1zbXu3KZrnc#oV%NOkwkaeVec#siooHKbHf8j2_>wF2lmAn2Rp4M
z_vS$I2q@I;43S>GiGax;Q1JAE%W%V`5=m1Dm4?&llQaej<Ok+S6@akbd@?aKFu+9q
zX#i$@wYc4`3FIocZRHdNwWZ{Q(B_}a)yx+eqAgzw)uQDzsKDX<B-~Au<@*L_LY=h%
zYfxA2AGge)G^i{Ksf7-|QdoMb&8Uib3yZeU*IPaB1=VZ5jfT;|tB%B$34uszQWBKz
z0Nk`VG{a)THO~W1dw5<;s_5vl%JqEi<a~a*nLQA_pDJ;gkz3Y8!V?%~!j|k(X~)8-
z+)p>`Bm5=&<yftfz!K##+!)%T(%w@a={|SIwXm<|iw_Tb>9B-Vj-WwE8^oY0W<Na%
z3!cFcH}4ma&}%t$%-?Chc;U%~7JOrVI|(c=8WPj~q!dCf_N<SYF)Y#Y1U&$JUSbqk
zHzivCvBxypI|UQPi_0yDrUJcU9e@VSy1-*Gq2&C_Qkic6^nqK%<7!{cy%$4c+wSvK
z5~9eUpUqbDS&hU4)RB8Hyr-FP0Da2(IJQ|%jecO~#<x&@-CDO%@9nHj{cNph`+4#(
z@pkP#7X7FA7bW9xSU6=3T_tVGx`ex458TpTsM8et+HEEYN_mOTxge98cv#o=;IEUP
zL52E2wwj|h6d=vWLXrzOVOO`Dd(IC(jlQwLq9<E@kwT8KA=RjGK#YK71Pv#Jn)ko$
z8B1cFpJ5riMA)P)nnCiXKYZi`VWQcRzoH&R0YNf@Qe7ssX4W`03Z=%Y1}|J)d>49R
zHPGkyiG(4of&)2?JSRFAwvwtSPoiTQLIQzd<}s<`craK9Ck|`*<+jbW&sL_T%Bxj-
z+I|#+0@#dC;Oel=#VLa7goG3Mau*B|xN6WYagi_wYqfBBs1;d>60m8A@cy9h=NCjv
zXmbO{OnsvbMl71d*P%S6@C^f<q|%gmjfE9Ywepn(#$)i;IF)D2&E%j5*htYYE$b?s
zYKQpV&zkiZB=yeq+nyUR76mZsPoW8!K}PS!7zxv==I^q+YfNz)ri=6ds1b2^N+}z8
zd8Dx4XG2JsP>AsEA@!8vM|{`=-D}@6ru9o_j8#G*oR*a@1kR`R-iyg8PizLQqnnkK
zt5ipWPce#RU6(7u+jL>f*jt0}017hxD0(EtDFksoaY@AGVmkHhJcN`i_)%R8xs97A
zy>R<ME|B+;Wf0{_6apnS#8#980We5ie%ZVJUB?)^7<3f+lq1@u57}ebBnaa3MsbaJ
zOBf_VeRoBb;0@v5R%mb~b$^`>;q^lukt^y|j-uQsdWoIIpp#n+iSDe2V`(_F2d=|q
z1Y(HWccIb;GTO*5UPm~OY)UX0QN}A(c(-?N(lP4C<WwV9+j7INM~M*b%(7~gTWRgP
z*JOHI`cvMgUvARXMnuo+voy~|ee-__p91)+koSS3-UhgYV3T9-|6*mVblN)?rU1FM
zW*3Lz*(+ZK7=<$bq!F2Vu>P7u@^;O^er%1$Ohbna+RT$#CedDuMu(j|*uadfOjj`g
zJE%z@JCgvvOcOTeJwu8EhNDbAiQV%l>1+{d!+p>Vo@I#CE5!gWCM+;)ci?>2A1r5{
zfEaH13I*TZ5yg}m-5ySMMNzsR9DT@BchQAYe&a{iDLe75$UIaE9U4-*`Tz<^P+zb-
z;}U^>q)R-96w8Qq0h*V3z4ic1XJ9avi`pH1!emqcN=x8oiADf><TW`R8_F^bsik`v
z%2W`pg!1?4pX%QNSgVhp?|65g78r3g1lb$xxFg>*-4hTsCaqLH=dg295z8&)I;d~;
z4(CUge=8?^zWjBU{t5557!f#BzOccpf!Uyrt%U6|B&Jhx2gW^#jZ|MnX5k2^&milG
z3utbKiu2on$*n{)Z?|YkrEfBCl{q3F)NPpsnLE^VQ*Mhm^$3FHx1lJx2k;uOel-Jo
zF6<>=xBe7UJRQLwg7b1*k&>*dg_w+A%P^1Gh?DmVGS~+}J@F)H32>)_oF~lnVFyr{
zYl24)b2nV0I<qzcVO8i71H5)rMG7I_vV<Zgdpfo{alDb9T<;*}(N~;bZ5w_O^cVS<
zrkA0V%Th+zEYa<4Ytq%6%SharKM=3a`E$rKE$AT^D&#0Jiq`_A8EL|$t;<ryD|ERc
z7_cusxmilFTcLv<^FofoPe!y^1Yki}d49FA?89e6!mSlQRLWMOiNw8|=`9^TX03lU
zrJtgfbIsuzepirCtmiEV4?RB}u}|J&e6IR>9v~Jeu`e<kLgd=d9XIP9I;v&i+Uef4
znIF-DUW_9b=!9oD6rjFcD(N&+<p!wDnd<1Io1&0+lv8!K@2_>q_vw9!2Nb5_I^D=y
zLfGInCGNe_d9h$s=n}!mFnQ_xTw`nsm1b(y2SK2DVt0vZQ_hVY|9)>%jMf5w2cK^s
z3XXfxXn;@kf+Q8acc?TQc+R%S?OYlXEg@<LDM9ByyzHKJb_0#~M9dU=S7w|(szMB&
zb_E{%z0ArTN<?Y*S2Wl%h<YLBv~I4KRu%e^GEN3~p#X?-vG@FQNqjt{s8E1M>jV>P
zDEJEUslZ^a5<_ngu6jZlr<nNwOZ9y)#@P#4!=MHRfA`D$*QK_`Qv;Fb63GFS&CM+r
zhCFxq@A_Q!<pfJ?@c_dg7MTE?!`JytT1((Jt;-j{BvlS(s23vO>rY$xk=$V<h941d
zo@Ba|0=ROWT19Wb(m>tZciW!KO|}gCp1I$>0y~p-viR0Uh+!Di*;?digUd9j^O$x)
zcw7+7044e0iu%o1^$Q}9reB^xp8T+suliRyKZ(D_a0wh+0F5U+@Op)^GL(dA(NkHA
z2=?u3n|C;yabRb{@Jd_S7@Yz>by-y?ef_D)=*Mhvpzou*cPvL4+GyeL4QF@S*9@!E
zoujum{|gUXfYrE4w*wLe0Os0%21{@)GgWWKITiGPAaJ!0d!yI{CQLg#)SMKh*kuTl
z%jv~P=kAVvV}3^%x18+9#k?z(i!#8JuTCi<!yp*1knP`gcN&9@Rd$_g5puN9P+M>H
z7!7h6v`ey?4`zCYO_%vK%3_6;dqW?V0<U!%HAp&JYQZZ!)FbY)`+aAEA@}{UiqP+A
z_fc-^{dd|&>?W$`<*|sLazUJV8;{Iuuqqxk>#mzC-j7Tl&4CglX?9^9$`#<kmZ;#d
zt`l1dPd*=4RIU$$J_6<Fh>m0LkLzi4=>{g6a@Xq~LHU}1B#PIujkn~DbU}cRZ_Y=0
zZTRUW3y4_HNSYO=`|=_Vr?4!f&!V_ov0tYdt@-R=s8N^iOC9<PlA%bgpAJAkcH#!w
z;krS0D9tL*vFU(l+-bhqdlej5axvly#zv2^tCHkgPKSNNCex3vc`z>)K%yup;sPc!
zjfbOs9MQ{z8ET{r7sOpQqX180Ytg)OEF%``v&Tvm%#kc@DM0{!Grus&w3+L4ti-5{
z1X|t@fa}Fb>FH4j#fEL2eHY>byJ0`+TW?B(IBtxd#jdQ11WD;>RA~<MS@N&70*Rzd
zsf?z@gN}Nruf)j4pQm9o^T^02Fs<}~z=vC~G6rx~H)8)}y<(gvH^YSIX)@fXx^&t(
zxMM&rfZ^K~7nd0t><lndrFDPe!y-WSz9o0j!w%9UeNECVLi-}TN?Q0?HckWaT>!O9
zA=tPNYN6sbF=4J~Oc4X}uziQMtQ)h7OJe}3zJ@>)=t@FTr)`f`E2c2;Tlm^Ex2zEM
zLNFtnqbvFqzaTmzB6#!74XiEg=)6!*sk*!|YK$1ROS7kM%}_4jqJW|6E-DS%gBw&s
zLF?)_h9cE<s3epr_H^JloKO)i>Bx7I`womC%kb@RYIv-(R-dM=yVu8e5Y5KtAFw92
z#(zPVkJulq<_|#gN65~`$o|LMKjO^);5f=2_9j3Ec>}XQpN=NB&OnxbF&#w{Cp#BM
zBNHbe`@aOjcDBwR@11~uaG($9BWq%8VIXAZ4%A}&5U?{b139>ubzncZ&tLWYk?(I_
zB=2Zvq-5d@)cUAQL=4EFY~t<=)B!RG+gaN=D%l$tnE?O5O2SS|K#o6)=i~dpNgp--
zDOOfy0&@N#hGkGz<^VGNrGc_CCy?nc1f{IZ4CMMV=SLD&AQRKyadsfnzgqNB;=grc
z`loV#!7QeK)y(ka!vqY1e-JI(51a*L5HWGJFfvgT7y5sLuAEdiWu;Zju<0(2t{GHf
zAlV(RCk$|oTLJ^15FzO=4;C6s?kWNyhK@p|YOLG~Djr5`B#I6f6lk~%bAv2D+@~NS
zdaw~~1#?-$cDtGRI-;?)dh~U9)$Gz|xdTN0B@oc>tPbkWTA+@8aoVSiiZ(I$0EUeW
zil`3SyJKn!5dSR#w(!!$n~_m2G2C>2LGN$exklR~Pwuqz?w3H!AxsJh0xP=6&f`mt
zbpV#E)HH;{{0<nuOQB*8Wn#uGfGMmd-W#m5zArnZ=^RT>Bi}E;)%cF{jWsvAQ+_j(
zY^Nw1P@tVowry7A4Q0}$ESU*%@IW~~|2ta-gb_VMZ}Nz|z&e6i6dmUx;sy)^I(d-m
zn<HY>BbRwDh<mBoek345(y$a|Io;ymc+~Xix=HELkclRFKz1kGU1s{O89tT~%fHSp
zRTPv=!zRN#;k*X#{9I${(EPDyb&J4P>6LfX^I7GZ{A@Z`FgjOb%lfREp$ik_o>Vgn
zzo|P#1*F*qQs7{xTJ91EasvU<yqSGV5NfTPIJgT>0T*?4X6*!;XGKqQ%<-HTXgA&y
z%Jq;jaq+CmU5dpYKq863Vj_A_T2?A8GC2v4m^N+v`hfht*UM!wH8wz-o!5(X9dfLq
zaGVSi9AVxW!V{n#Pj3tx?6<h%hs{m_h2xuJg>LSm2jUaLCEq3qHEPETB1{5KYRm5l
z=5wlr%mh2y{mr~4q0T9e+4Jq_i4aaZ(soBikXY&P9zM?4k*tswr)VqKx(^IB9?Cf%
zmNkH$5sX$J0neYs9()rB66`O544w*3F9BvD0B98CTLFO;WLg1r4YITcSqSi)0elH$
zw};dQsP!V)!@>KD3&4i<Ni%|O23SA`ULj)?3RcEr79(W{Eg^r>g!T{?l;=bT9}<p;
zM@|%YoFOmArVgqs5SHh?BXP#<fYu3m%7>Z(vO>Os`UIn-gUuTttbnxouhw(pL5ufK
zY>T*KWJ6)~uI)&*Ve%n<?Z?{rbOk~iqSv1UEieiVJ}agU{pngnC|;cu6otqtfw&l~
zLNqfTvG`Maj6{ONJ~(7pfk8Sp<}l7)m`3!Dp{l`>p%mj{x>35S4AvpLDKbmIV_=El
zVneAqMK!-G3_D6z4Beorew@BmeOd$fioqE-9^yzZ&Muz4ZyUBYvn^XK;49K{bf^F6
z0KyLWwfi^fP4vq^q&}xBLvNyPSU)^Jf~`2h;U0>37)^jxAQDk3kkpz~85tM)2>LY`
zrJq$Hpj^(GI274qP}`8IA$CRZn<O6jmn3w_P*N;KQmTyR0A)!_VjXf`@-CvJvCqch
zj@TLkx^lIoc|bifq(pxCWJ+>$IVn6*q17*3QtbjB0v^I8iU{Sl3+k2W9XXnET_QeG
zJ`CbXENQoCdt)_8RS8xpr)gefa>>hSZfSb-c@%m?eo}9xFKu87eFA+-0Y&wy1!6nR
z{k$QPqM3y$hT(>ph7pEAyKF-WWZx1462GF#RS5j7pCc<F!WEh?@tA9CmTmt0!{i4e
zzBotm^L*0Jp*zCkt~(eLG83%>$^*Ou+=HfZMaX_e{ogE#I3>|Z(Vfw8x2%Wl(|glv
z>~$8p@876W9;t1qy;F!&OjAHp;woiS>=w}%b1H2r<rWw%$t?{mS1q3x>8oO<%ck9O
zr*rgJ-}hg_PU<@%Jlmcue+``Qo+ROB;&$WW;Hu!Ju@1B0WZGtqWgcW6v5qvGYr?ev
zG!Hb7T67sxGA<^SP05;~xC&}&&&%j$`HDBHcx#Nxo7ByUzBGMD(@CV);t>3*{Z+|L
zNKTqTok6co;j(~FA+IK{xJSH4%Wu4Q2KYliN-(Rhydbim#~|0BXvc`8GNEdgx=6E#
zdzjOx)gkhlZ%>Q7J|aglQ8H#sR%vBnQ(3=bx_KJj>d>5=wTi8Cq_BQnL!(-3DW7YA
zXVkmMBkPd{jyFm@DhG1|Q;+tXR*CMEmQaIA147-V`K117;KyL5m5!0mNT}tWQPcO*
zjl-6j3c4-Vo^v1WOr81-%+4>J)Axw?#Lwi<Oi;XG?qOYs4=c{Dl%2soizuhZJ8j>u
zqxYaFyeJyxCCj#QG`>@PNBCX@2ak1ywLpjMIP0*}hUb_-Z%iMp=WbuHpt6>-r+NA`
zDZ3nV<T_|GxUs^!`r7tPgCvcVARaZ6T$Xf%I}N8Bo>r%ppjP)a@xk!Y^0JKYGhYN>
z3?EvzYj>3o!*7FEuvgcojoam`qo?I(IRGc18s-?b7$62vh2n!_hCzjJ0Sxqk_H_ml
zGR*0bYA;}d3B3rrhVa0!!Ruf=IbqY&vR0Fyd9<mx`?|XU=nO?gga<n%;zs92#iL>{
zr7_*a#>9t27sX{oy+qSQrPI`DHJbLtqBWy|rM#GgpD?^gT^%bP<~F3m_Re-;_b%vJ
zv{ReTemJ%qR7_0Q#_RQII8YOOBE;W9evd%wuQ-sYz0+%VI{+*vb%s4B9u3nR#a!$B
zHhD<^qy;wy&x)iC>O>ex)=FYX?t#e(wrsmJ>fHqFS0u+L7g4cP%vMZU1ULU~o);oB
zh^(j4Vd16dVi;g8VifKew^+PTK`RuPO^~5<(lG5zkA0K*B@s=UMHZw1*JRnaX(n!x
zH?A;=a(K6&xo<mxKXyCz?8|1#=H_D7?fMq_(#LjTg;*1^RI9z#{>4qFuVd#|_i3CB
z&_-hQYC>!x#^lqMZRF;HLcT(Mx4wDP<>9bUyO6?87u|O)MC&1I4D0g^)215BwKQVg
z*<XeeyOFzcWb28iTN*xUj~kQs!RK8i_a)D6+pf@V>l;5iZq+jkHFQ^JYPWT24km93
zZ@zY_opq}kXgTO3S;QH~H8Yntc1hJ)iZ7O(6rTj(#$_IMop^mc&-pR3w%oI2<2Mf)
z13m=BM}Us^&2RKU-l|5>X2@WDr+Q%ewD6>($IMU9Pvl(UI$>HoM7(6AKh9;5dtsTQ
zoFkdNKPGXwVb5X2?sfZ@uoqg@PkEN2_TK<bBChM*k>7-ux$r!z9+5tkKPg`G?ptRx
zBQ*<_)|Vn$i`gx_WW2V1`p@U!f5)fe&wBU1i@wjuY#KL{o=*6Vk)6er=jMAOG#qjr
z6@eA@S<RWRqj`TWr?$R!b0Q$EPWQUqv0|<3`9&qI%B+@4hubH|r|UfQHD-yRGdET5
z%-7;)%cV`%Py43V)V-S6ZU~>FC!J@8&HE0YgV^_+PvB9IPZ#vvUhlf=ygz+5UuU5z
zkaYPcJvm>^UyaW83MpXasB<g%YhD+BFPm0$-JRtx>rXd@o5h8;2{XK>Jl4q#KulLm
z(}*>Toru?nPe(sSZ+JG`4P8w{r_Jw$^iaLEKBUZ6<@vfjcbOTE4PIHzo@Ve%ZI*X)
zJuTha92p<)&%0S%mX<|sR(12=2fP+M8{Lg0{5+HUEtirP!|&z|^K#=(Zex15^$>jf
z{6AgxKi$wj{qzr?`fp$Q57+b$*@youDJ(2x;ACP9{L_b31nT^qhUpLg_iu;$FQ1nA
z58wR%a6_w0OUrF-80F)J){1&VT=qcV3Y@K-${Am?#a^j`obC&lLVQFz2U;=u>(o8c
zudE?@5TRbjpX|JRt<e}<+}z7{rcin-a%XUR8lxCW7L+RJl9**M(k7@k!RONVaBKCC
zotaIdQ*Ccb4C>U!pQxsV$yRUy?$~Al9=aK3sbUV;Fs+S*U*n|jdxKF8f_-Qs)GHaA
zru!mS&7Sd}J)UJ)z1@*$FBK@$U!%~x3!sLGpM>9;C?e+=&7#<z-%^L3-0nxtKc{bP
zCW6=!uDIybRH-zWb-uc)T_CAwG@XNcP1yRG_;o<&9dW`vDYj_OPNRI6Xp_th93pU1
zz!udQx5WzBeL_AQInNA`HCgd?`E`EEp|<7Yhw+`)0}c|Gf8divNST9g|60U$U?>Sq
z8=SGTp~p5!{kP~*iE_?puIbW8eILHS(}COCm*1(pbX7x%bdd-&Q5~ARO`VB!t*1H-
z4411)F6xbjx08cjs%H;FO$@ifM2PF;V;-YBY}9gNKA9saJ}<(Ul|0i;D^IdBde>~v
zOC~il$7Ws7!&7`?CfIW6ysJrzx;`svS#s814_57*-w?cOe99%$2puy*aN^Jh!Eyr~
z)Xr{MpM7Yvl1!>Z*uA624&RMd@ltD;ceai6SJ%4gG7yWNag=r(2uh)kx`&zXDyK+@
z$<|NmO?u*fj!F=jm8`EhUrclmi@*EON)Q*omK{Q3-lgU7zZ{Q^ho5NgD3o#~+T?nk
z(6{9ht?@IbD?Y9jYBz+P`|9AGTzyyu<kJ^~Q_+(WPVC$DW1Gpv=m;~xBp)9Pc4D##
zX~skmXfTOj-BbZ>MK0`yYk3yb<7j?N^-qQouulAjHUc^1nBoTBL=8!2^YwrU8C2tZ
zbr4NbT8muJj>)EEeA^;BK!i@gi<4MR4z>voVrle-8Dz;zBP}92MkU+!f)URB0yjE9
zE`lX8G}M(5Y~g8jXP}hS*i}9CchtH{Q(2--YnUZyPngD<?DD~3Z*C-R9vI814MMEc
z%e-i10XEAOP`F@-5_AMOe3(&hbqlYJAhFh~7tRES+PV92!x6j$<Tb{)U+_h}I<f;2
zRR{Bdvrsyc2|eg)A%TxVj4mqd<m-Tgo~xjKIewog_ECh%Dv1YoI(l|Gda5Ln;o`99
z7h?ldD)m^*GN|?r9z3_$fnnh29vtHH^$$V1fW(k*+sy)X6cukF%*-g`v|Zc1VT~(W
zc6sdc+EP^gGM#yK$U0`J`va&DWnZQ24_!ReZ7)ybH~LFZ=<bIshhno}Yk#Qf=}}_c
zTXKiMQcF1rq)DoM230ugxb{KDL%Lv!58d@Y-UOT)xlnG*7DpgJj|=pIefyzqkY_PH
zZ*HhYA4yJ0JmRzl%tYpVYBq?<Rj0an7##P26`<^^WSBa4SQOV1PCAeZVV>Gn>;^=s
zoWncA0BI=TZpp%*>KwB<Cs3|oh<?vmDP}@;P3$%phgjgSt`4b-nzez$Ovr=~OZi9N
z`4R|PY4nlYM;+YW5uwj1%Onh^nQk>f!c#X#G%BkHxHJB4rkyoxJ6)a=W|5C?+}{mU
zVo1e+uX6cO3dNFG-!cHOXWGZC{8j^=am2ao(J8%Bt<yd@w5ttr?J?R<er5??01Q-E
z17#G+8+f~@)yBk!#)*XeC7LeTyqn28BG3<P<W(KT9XceiK|BWSiv8s}KoFZXRPe+0
z1c&D2=Z115eUy~a`-Ufq-DrnYKrC~{Z!|AzloQa|&yaeR>FDGzt5U2t%r*Ql08>H-
z|8G#EGbe*!9WhuHSkYyx!R61g{VvxT9c0DdE$sG>y~r0X!zsoP!I}o}xpFkgu#mY4
zDpg$EO(z^f#7xbgV`TyUa+o9Q_Gbo1R?IDO2asaj{^ted>o%vQX!$l>FhMic0io-z
zA(S3sW12Bm<Ra+(*fEMzX#UAIIVgvwOmy0nh6~nn;zMgXUWttY6b()~Y8c=E2)2Xc
z=2IUY(iNqV@TpUhq$wo_>|=1NtmPJBJj{(@Ul|rStkrMhJ6{N*-xP&9!yKLDPD%=+
zBFn{k!XJlTc|C$#!^D(x7?AdYL@X5)`%-^xqP;EE{eq?TEstHNy*EEnbnYzkgC_M2
zR3JKbS&IoraRkjSJ40635DOe&2@LZP+Y||FPclYcONkPJS;&fL*n@w;>slHXzk{LF
z9SE4IDpi`(Ac&n;5FG?8%vMMJvL%RI>kKCv+hZQh!bIP)6GCL8fsO?a`Hfc1-nkdR
zi&;g&c*m+KG{LUK^H8S6FfQ9r*V+<f9xERYzT=*^IYjhXrvjw+7kQ{e8y|7~HU+V)
z&PL6+E|x8&hD`-kh^bx+cX|w0FU9+3O_I%!ITRa4cdS6Y;aR1~ER2)SY&7=G(H&Yj
zVJ<XS9@v#UWIWbyN9P^Jl((0WLuMP;o|NTucOuX#dT$GNpizU)X5pSR5Ce;ZVB?2v
z-9ZIKUCnE1aUo6J!kLzc;ya>Pj^_sFEWMQe+Frj|^Qo2UeiIU`fh-POPP;|P5N)u2
z!|Y%d){Ca^om5GuucVSndm!o*+$RrKuO3wyt}@IpZc7OUEAznipIy9-ZUhV>>_>gL
zhD49Txu5OjMl3&<e3?NuC4~lKjbkKxm4E;+`^hDrkCPQD_g;^JABn;o?&SS2ECq)V
zcTJ6lzj)*sdz%o2hmavQ^fUZQxans<BV2$dSxjbk_;wCV?YCvnpF#<8kEEG{f0)?x
z=B<vDi?ydGW{oFvjN=f5a-*CQ&d9IZmz^9$W(C95BVi40eW)ycV-cEmf<Y?gR(*o_
zwaXgLT!`p9w}+J-3Xn<4sfLlo;SEZVuslmQo77J?%Qrf1xrLbYm>Cxh$6m|-EcjqC
zh_yZUS~$|WPkVM^Qe~QJxW5~suHrB}MISp#H<=P3OvM9g`=V*+tM&;Q%HJ!Q6T1W;
z5k!nARsdNJwydisY@M!;CSOophE^>g8Ue6UrR-y;k*NrlT3*7wqU+ox#QrJG`mo2@
z)wSwj*6@`?9Y{-_5RC2}aWS#s>UX@lhz#KXYbpVAB<X1$F)(i&%H`kmqG5O$>t(rj
zyw2`pOH{EF$Bk{*VUtUH(JC-to(hJs#Of0~j1ZYC*u^$4y#~&Fzu!e{tAoNKzt1Wo
z)8^JQ42wTFI?ik>w=X!U5ZjU(fsO=+;!L;p!}2Q_bj0VbrXzvXl&CWta~v!Wl0F;x
z#1hH$Z?>0cQJs60`a`x~D={G~`nFTYz(lw2nN`wjl{|&Rz%{fgEoVetBNwjfw+v_K
zGhtZQs}RT?Vr3_6zaPj5g+M8`2p39>##loKfJGLQD$vx}Lh!!wIY%<-nX0~!Mb^w@
zTnB!6P5QWM!8T?rMX*r>=Uq*)H5vEjjWqxQo@bDX(l1E38hK@_XN@_5s`DjbqCF6N
zbqkv@`kn&zlry8~U=!zwacS2*MrKKd+Gl8Oe3TE|<ajASaz4ILhlnb(uP#+8T2&l9
ziLbi46XTip8UNK=;Rdp^mr8dmt8`a0%BdW@Y}gvTf0%S9V2^d#W#R;_*w4JATX;h>
z2S=UjS7a&2f?-U`#ti2dZg7}(E>qx9hLqjrdhq-2@6p1;w`#X%i&L~^2qV%siLKH4
zpXVv?l9_qEa1M(&g(8L1Z%RY5i2MD%zy;%jEE$B$uO6>d>&MR2N+b&k0BoG2gIo_#
z^~4^)>3-ezHRu=XrGis-hemqUd>yWl7^*r?ngIDBve<zK#RbMPSs%Mi=D5LMPXn+!
zg9WDKa<p#27VESh_fmd7L$<dvy5L$v`Sg6>0#~@L?m)mIspYW`8fF(BzK5CPmDKpf
zEV|nKTf#bW2uJKEvAWffQ*IzU{AB)faD&<%pfxY*D9&zn!MB1KZ4aGu#sZz4YL~IV
z-BeXS>0GK1P1q`lI^K0iPjm$qW8k>=1bDIDnh#Tx{quK!053$!Ja5PMyIt(S9qd|3
z5)d&xO~j44QIlfEi+$+{%4JrPc<neOq{YHQts%5H<Ej%DS&?7jsG$Z?&Y=nD<_#2Q
zON7HlwKy}v-n=pG^Mw@9<4(<@Po3Gu_W@E~yOu@4vQ5Cksi-HRw&JF^1+2L^N>}B;
z{Z${`I-tnYC&FmJQlU8IcUf5twJbhf+xFQle_uAqI043!mh!2`(<HdEK9J~M3RFO3
z?5_qayeH0{(}$e9<IfL-no*NGFI>1ZHO}8{W~0a$B2aqFtKHG&bADXhBTz!lR`0o*
zQ-uR#4#yPXe>2k<)4D=jVLSQMbOF^@G5oyxR0Znx(DK3OFVawvOaup9O@Rrf;-xhb
z$GD$aK6$7sOoxRQVzteWV|a8O{s_VrLtu**gUv8i00S?G4wZgNbh!%8U=ksZhV(=m
zkfAsn#5)5O5@AK(lbs#Pt*vCVIhTbe!J)j#g&}BZbhgg7XQ8t9+wSQrRZny89Exe|
zEDwjnv9<G>7V(}xdh&I>y~Zuq+${cmIejzr(iyj`M!2P$Fge1+J_1L8A}M)k3UZjS
zA>-TrYO0w6<_4MoDMH{J1ODTo#8<-fw(2(&TVBso5<RMYc275qo#{=ACr4Mw7ade1
ztSN=)>1?h@6m2<~sg=1IBC<`)NPx%p1I_l=!;xh>Mzos&Z}Pg$(TCg331)^cQU{B~
zB0IkbzAs3iE#HE}h#{4WOoK$uV<(6r+uRrB1_n$+h--BOj~CT+@3jJ&X|P1sp)af%
z`ZRetiC$E2{ccI%e^Vn|kFTG_-THMut;s%}NR{5MO5-EkR`D6Zum0lT6J%l-7hNOs
zyp~E0PhvcZ59DC-5nfGRc~H5w(5nVrrAl=^ako%OhgCpn-koshTIXvw9VpMsNXmFZ
zb+#9OWpcJf^)p0YwZ=R_Avk=+&LK3okVY2yDazd$_zA7kP`6Du$OxlZu;HsaiY7WX
zP+}Bwx^T!+5Qngm8*jX;%AJ(&r(!kHc|sw6`(U;lQ^Kt1+<P!~akO;$`;%|62R>Bx
z&|T`dNp=h+0rDp%&>g5(lv=P^9+Kb3X3eU<v}Wj5qB=3+W}JlfnN@%4>@1A~G_BeS
zK+{mCK6MN+(QMCGJA1cmS$gQ5sL?T5_+J@d{<N`m_e?LpZ&~O`dlqfy#+zl>R9n#@
zyDQDKEnv$#`^_XW^P2JQF}3<k*R}paSYxyz{6Ek0e;&dAIF_?;F|qyES^W>3_4ir*
z{{rEd{{mY7MdAKD?f(PA!Ttw^`v>a!Gw0t`{jVI3LDJ>}0Dj=DKSSZaLdpL>KKFt7
z{x?4N0rvg_zWr}}?vI@6a)y>BM*o6)k~U1R%zrRR#Sf+bsrNrQ<==m2`~@ffWwF0Y
zVNh~0bp8`${@DN^gPMi$$H!?L%v?YQ2@?x5b7vs)M=vl)egI5Id%HhAQiFANbooGg
z|G<yTe?i4R5`ADt26>YY_-XI#VqgtqP?9xpvH~*yg&Kt{oSi=23ftM(+u44kh2{Kz
zgTXT&D0k(dr?<^_mCMT?$i-AEUAkuwaQXhQumzN9<m%9Y=oN+N37bUz0+e&bA)7)-
zl0al3Az0FYyIgDbkOf(Wtc{l~E+^M}YZE2^Gt)z^>5FU&v+rJqlMmlHoDP%5aHF_;
zOkYIW$VPA{5N@CMq3r>jV0fUhAmaWcy(ruN_n-Q~0#R7}wr@fshtqxwFOP`*m*R4K
z6a-Uw&sSqdeAeW6gYRcha(rPyfW*DWxM1+NxLj}5-#!;brg!eDYT@d*uznXsnA0x3
z7A%8&NJw<W;4f{gFeqSI35D{Ul0aq2Xv=$VC_GsU`lsi!FjnLqIi7a|w3qHH1vESf
zu{bPJg5P9Nb5UhKlBY-;uI80?JsL=O7d?UnR5P(@Oy9#p(59m}Kg0Iq*gpl^hX*h?
zdkT56`hYg%NJwdpM&Y9@?t5e>+FLN6V4)^mjf~Nq&duDh!rh*J(IeF;-kH*UQRneN
zQA@)sW=>3Il`4mklq(AEHKkpR%E_Fi#GIHr)k7y^HDE)5El4AGLF*^PLS+@*7@hsu
zfW^)GmUsmhw{LzkH*$wgP_YG!A5uh;wO~fZL3taT$m4mt8IgUvg^3*@6Hik6EG;+n
zNccQW5!dy?WOxn7e?23lOB^z<lo?8zPvzhiC_YIRoP=zH8Qc_9VoY?EZ+jLWs&$_=
z*$-ABuE|LkL#7|nlst!=icLVOub}EFW6Ffc3hl9*LO+N6`)9=hiENO)tJLeAGVYgC
z2D*T!5+X>BA=DZBY$-UVHh^J_usIN6gn?JRftDA+pn=w8Uaf=u)lTik>LS14cL|j2
zG+0S{vxRwzdBB~JX9%1}R?9qQ`4pLIP;O&Yz4{(9=1}9eIgFvkAl3BT$P_Ha#CSFS
zp*mLi%ydy0st~aEXAKt5=I3f0UiDF$JoW(t<S%k1JG7uY)s%-8535OazOh1A6NsAR
z2x($$el1zp;b%e(tZ=eH>X{$`lk>YR7vUuelfr1t?p@rnVn!KxsS!&1B?=3|bzuCw
z>hwl&4pONhx|t>hJ7+?WM6}r+nmuzillzb2U)m^2D5cu={yC)W?NHP^JgXEdCa0#l
ze4bs&-Tq_fU(kVhcz8VA2fkSThuj(3*nZ@nlVkghD1I3KpHn8_In2NRoAmWVTowm+
zt6W@L+~%+#&#fuRj5nf=jF6C!ynK9E*a%EtUyu^uL^1sVVhFPOUW0Yl{qnuNc>omY
z3yL`(RNT(Lwe3|!kw}@4C4d=;9roVf-kXob;pLw=JMsr7$R<WsAaAPg9UYaBlarf4
zA|%Wc__JW*NHUh6Tu!Hh<!G;vd7kH9bq}G>E`xuR9!{C0;ST(V%B@iXjZ|sdUMW}c
z44tOF=kbp{x*4y}@!+|2_{b6~;g>2(j}q!KGVqjPU%x)YeB!9p>p?Vu#^d1>1s2Bl
zYU{pJ>dD92@oqgb)!$zEf5$InANf~Bq>O24VNU;ESM;NxNi!U0o6Lkj6CYjbJf@p<
zUxl(J`Sf=Ep~|2|&{5OJ#rt3C9)&@{b_FHF@2~>Gg}|IV)U<PvAfOM3Vtw<zU2lMM
zZWmYs6eRTN8IX?tVI@oy3DyHcPd~{+lecB7ML3(%7K`?qM|RHbJ}NMj5J2fo0;8Lo
zo6Ly34|GmWL60&=AmxXG4<klhqu*o%%x2;Y)c8GK*P!fsg;$~fY#71!fA_UN9Wk=q
z_>k`%y9QyPWCov}JgN{3j6xi+J`em)y|s08`gqHk0l6T3lENQm+4S}LVc-BwZjujA
z#A94;?=9_2Vq7|0M}nF@F)_gP@3ppG6tHW!7mZ|99_~PoYlwisl(vjZZTLT$7tVfA
zh}WT&n=c6V(IM$sSy=}#xF0QW`<;-RN@4y-PyBa<O~ylB`C{m_$WDbv8y6XhCsY%9
zmHAM`de&O%tubIG4|E(2S`SRB{ug8RiV+UezXY0zY~>#E9g3o(VjmR}6%-U4P3Lhu
zFfsgLpH1mLEHS)us|zDt5u$+hZ#>!m*g3RBfa}qn?Otx~c?2^t@fo;dm}bzV3Yhqq
z6^59@?oliN;&H>JtDtT#alD`48_*dQ3Dypw0wNmUCyf4S94<irWM|gV^j7wpR<STg
zwc*gerbrllsI9r{#X48DVMtKeiKH{t<TE{>o#E#9z_mTne<l0xGpWtx7L)%!HoA2N
zK)quS_kV1B4{!m<7yp@x9}w97pG(L)GH0Pn*nbmFqm&=UlITN#ed4ecsl01;_WiGY
zHQyJdUI_M@6feN?i|ENi*ItRkUsFTaUs@y9pAFicx?dOP;;*S6@Fd!c%QQIuksqUC
z>mfF6_^-hT4@z&$1-1n2t$_A2X$$+y<|kO7R)ffL11Q_d#lBnIy10MMa7I8|`~kFj
z5J(yES;`K<U(GDn1IR=c1O^6%hll(7gXmqHp@Z^h^XwM(6DJ|`a>gqqJo#L@Tl~HF
zAv0orMwavS^<CA_P*G7CZr~Z@L+%}znw%UAYE6v!A9}0ThlYg-OW=gvB0md*AmPTX
zWj^ozcfF#Akd+^_2@T<+bV8Mtl>v~Dnod^Pk@ae!UVoYX!(xn>!s>Vic%#B+7@#zS
z9A(76o;R=O{_YwgeOiN>WZ7YyQ`EvrN;;~V^4i+*iE(-|Y30hus0lU~s)VB!#E*<_
zbmbD7jxrMV(6LwL=3E@QA9ng{?O=h%o}i&IPSVUsQBhW~lPMtPKX`e(#j+i%s)XH<
zq>@*uy6NKGQ!aLF=}0XlrXl${cLHlk4a?F9SM$X-Is+k0{km;zV=+3CvfpjeDOpm7
z1?oWpf~0r--*trgHz2nNu~!)J@FWUgpNvr@z0i|UTNvQR^g=6-=Ua^>M=l&{S_)af
z*1Um~S2B)GvGkqn|8ibKD8i;8;HWT1C=Vw#Rk&QrCqim*T5;Z9fSA68dZ;F3Ia`)?
zu&7>iK>Du*9UE-;=ITph1vT3`Rv-aAPYaNrYu~hSl=$X=h~r?qayPm+p3_4c8nw-1
zeU!d5x`djWOJ>xWkG@Nw(vMOiCVwZF$kD|`#ZjGghZ78=qH?Jdvr;oz^p3)QxoA$J
zU1bPGkf?!aU$X)tWw%QiBc!bpuHt(c2Jy!?W{VaE1mzTCI>|eSD5~W$Wf2=ZwwSZy
zkq~T=J>0yuD1g%niRdsig|KwRpklI+x5v|MthYy`LBEyfqrGm0pONV*{4QRX;9)kK
z4$ZQ;+RQJD-A)7O7AR>C2tR)yQoX-QVI3)Pn4h(~80kIc_skEgbY<}^dG$qzyuSwV
z11+{c!)H5i@nn!Hk>aT{hiV_}JPf}u*Xk`J4cG8d1W(9u$@!h?Apx($d`jKL9W0Z-
zC>-?sIm)-+i1lf0FKM$XrHXjh_nIOXabqeO7pF)Xvy&AaCI;{e35nv*5+c7*w@@>%
zfi-q3E9qq8>>T2#RnC>uBnMnvR0I<-s-@r`9bq_Wm8b><4nl=cqKq{YCt6iVGf#Kw
zO;J@;tE!Pgc>zeVl&fGBe#HEqY>bp@3EnD~a;k%-DllZ~ZZ75d#5PGw8+~UVH$^ST
zE9HnP@#}6}f3eAFI*0Hpi2pC;{j<b^_+L6@1nkx;nl_SUmq)ganF1>V1D84QO77L9
zKeuqYKK*1-^nv7A-5;oU#`qeG{C#H9V2J$4Zqts~YA)paWp?^<oN@9Pf#2f+%Eb4O
z9PRa%>Es+JM0&zygaDn=908&<j#ub+e!cS^)4e%cS%T0lgH-yLngEvL#Vo%Tc7;9@
zroRT<x*s4Kq6Xt*yv;5LRUZRuiPr~s@vDnDr>017BVkkwU`Hd$3*@n&JbxdmDVJ>C
zwYjr=0Zq$<O%e51O%ST9l|j70qA-sxmuR`r46!hf*DfwiG(@#+?|d%Nw~5FbQ4!LC
z$Advar!Hsr_}Q2Zs7HBUSxfFwF8H1+=^Z!>BKou9!zhE_7>HiI=s2weL>2AMD9&~(
zP?nV<J{!JIGMF<Df2OA>5zWaC>OJq4Om_6<@zm0`yc^E@Ok_V>k@f#^^_Ed_Eo&Pf
z5ZobY+}#u0oyOhW9fG^NyF+k-yA#~q-3jjQK7H;z_nTSsyVt7Tt9HG$AA75Yfqh*%
zb|PvmLIfCi4#(XjzloEC(U=c!Rj;Nv3Bp-s4l(MluyY!Ne79@;_QZ4I3E7xSn`Z!4
zrau94|D#IxF@DPH@?EUTWV&L&GK9T6@bEvJ5`sN9LP<pOXuT3)UjX*5Q<d@tvi<xN
ztn8GyzgiCV_W?rn#P-h^rLb+P3LZhBwoa<D4DcfpV`JZ`W{#*re{;AwZyR$BKFvDi
zo!vj-Wgt1bJnkxs5DLFDpOy}DhNlRxYWK;aX3YG4-Qj@BBS}(*-6QU?_^TAegV)k-
zZ~O~}dooP%H{&@>Z)u_;8YR0BvmGS9mSC}`ISxL+{i(wnTtZyHEYfLvb$0j@w1W0&
zEjV{~{<AY8fq{Gb3r|+$lF-nRM`ISTiHAh2TU}h(T!246VWrBWF$pH7sr)Wo{I(fW
z_?0ENG%wp<qL-Z=a8q)%_F}~(tr&mm0~gRF>{?kyLZxd%HNxJRu|B{26h#8JPn5dI
znS2xR`i!?-uKzVvm0Dr@uAOI`iu@pjI8`#-q}<*ljmXk#GGa(Zpf)>#Oj}b5^8L&A
z%Xx;+Tu_UlFJ>N+t!xh$YEWjnT#+WMgt!z6r=&W(a{;>^5LTtK{kR2554@PH`1kLy
z7hy>SDtdniV~@}j{coP$iL-`NE?#?jA^_npCUq;JVHo>+=;ta8+X%56;%dVR6rY_~
zPgjBe`K+=)LPnWXv(}Xo(c^gShHy;fOQ77g*wIEyItbD_FyDmK*v-FNdiV>-m(c<g
zb_|!SwjBa5{TKxc=q1?&9ZAD{1eNIjq)_lDYhzCKu}f>jm{bD&cSNFkyi1Pu6-UUT
zdkVv|AuaKY{cIqa`3BO`6ac|`&M;Fm#p2K=tB0kmvAC`_ynvoEg|dAx+-H;h2c=@!
z%aw++$XMviNZ9N<4}`1e%Y(}Yo?8E^o#lPn3RM|0DG^wJ#cZ%8jmRcR;(NRC+HvC0
z;`p!DU5J^WBc*sdAs~U9`^W?DZP%&ax||Q+z9t?Ejd2L<w?f}3lrS+Vw~|)qt^0}%
z$GiC%{5i_Wu3r9=ZR?=_&IlM})P8w#okVJF8RQr+;f89zq>8TFSPb4gT(mNUfgI?8
zZixDucEB=6K4PJCAn4xlI74><V^-_A1yq~UWq|EpW+#`lH!rZm-oWJ*g`7^wV{rAM
z(ZJ5AXu@=fr@pp=aGW4$=&bdp0b1i3YG<n;32aHAYGx~NE>n{;bI^y=5ME;gq$;lW
zFDylWMg(;|oSy)Uz3CP@{7C<ZyK-A>=J@K3UmgAz>(~*Z{YXh+trt`Rb{h0t7+W7x
z6)ErpDB>KV%NzZ`bsN@c6f6jfg+oS!N9?yLhnvM9AOzt5-2W(tcXx7Y+3z2@W}Fdv
zUS0=af=-hWc{$_V!}x{=g0T&j#$xjEgsPr3@W06^bBEJ7I%sOu{|~)+#`@J(RFs<N
znsY@VY!kEj`{`&NAn{9eW*A(=BlEvf#xGF6{fj~TL&E)P`{`)tZf<Y;)Mzq|umX+P
ziGOrPiABLg5B;2wS+EW`_!#vLepAhznh6YjIJ4utI2bbZ!Z|<~wi@^s%1{i*3knK~
zhy;DI`qGj8on%1kX2Bz1Bxo3c*2goKQr`POC-!mv9{?nV7!(Q(wS$ZT0mdK{t$z{K
zUj`7Qa&m(e>&60?1zyY|3`g$&i<6A<`h+<k2LA!6ukinl(jo<mg@8}ci}pj*Pbt3b
z4&uh}U+mtkesqNz<Hrb*8FAGa@GnNaK>z>z=^jIeU%UFh1A*`*PY|ho6bPlZSO0HT
z+JgLQr)yE`d_O<dwGG8%+6F^Fzq=ko?F~5m7dZ<=i<|^NA*9f0I2_Lw-rP9!MFGK)
zWeAPhe#YuKZc+ssAp6(|!^+bH=>5NNUcL)<UK}SNLcZB%qqU@js-qnUe*UZd#DkfW
zl$5mpy*l;t`7^WH{ym&Ph|N1d)okwmF!_H>^Ho4#4Addp@tl$G_n6^~NR1)0`}1s}
zY0QCe{eEJX7IZ4a=`uYh4w6t6p}K%D7dKb2T0&g!aALk_p?g=of;%kS^3$%X)tA4e
zi%B*Fi}%%5?h6A3eSF7^?p`Q+&JS%m-wxTXoDIKy=v6;*6C2Nb8yd&G!k~VhLH4XF
zjBj5DS;t8ccJw6w2l!6#{c+%Ezt9BC0ccg%JH3B>BQXcI&qk^wm%SMi%0~jTBkGpD
z>q1wvB1dPFhA|(lH{5|>5)Zy87qK*Ds$++DCx3Q5be&bCKPi7jtsJN*=e4)rn`zwo
zFamI@3v*mG1=6G&i}V+{D^;I27Wbf>ywA4u-a5ZClD4(;Y`0;^i2b~wsi3=8Ur>8E
zYrvD)k0H!HX1NuQFXGys<*Gpgb;%L0FJOZf)XDq8F4Vv84h)zp$~5X1(bCegXM7k&
zepC%OX1t_Q7yP@Jmy2P=X6;Ax>-neD$}4T;Xh9E&=3`oo#Z-EKrsN(y>;{PyCyR>A
zJn4dEFJsIg09Of3(%I`ad=dCv%DGWd13n9Gcq$IN+%7Nr^bl<VE{A}`Z}Hcza?m5z
zzm&!<6}2S3!cf_GB7?Q&v@BI^I^xN=ynM_^fYQfVM#TE)0<Er@5|7XE;OTnzkcX$e
z8d!!}M&05uX!6hxPK0>c4lrTlHj#@SM?J8~rNLe~k*EoabmS+Z`IgY))YDd(2LK23
zK+5L|0K@9`OXEpAiNni|fs{X&<*N2P7W?M7*@^=OueLk{|9^#(E9wBR45>Hm=HZd?
z77(Hk{Oxh2u4p6hc0t5@rlHLhUfqAxaX0Chfmr33uMbA1E4dn+SY!E*^Oj7{!hTPh
zd-^4gLZL!%maaIZISF!9YNK9MGTFcgCR*eGu_BG44nauw7D`C&4LeFyAEZo3t1&RO
z7(eBY|4CBuYZN{YZ@Y+m{ru5`o8j&Mztqz(`6vwUOpOtDpemt`VBi+_{7mn(FQA|u
zEOw`+eY$zC2IVi43`KroZzPBCEV|=tlPxTic5+`0Ai;T+Y;5&LC^@Tkqu8>L6HmNG
zpMGAi(l(bz2DY(aHj)e{VE-Pg+u(*H9)|ddI6{&bt?igyqSsQ+52C++q`nh<Px&9w
zl~Yfrmr&Axr;HXA5Tw?iBC)4|#JLJZFPz;uAS+9N=%Z_qPZy+4u(GqQ{AY7}1pI&A
zd873XHZB07v4F&4gwcR_oAKJh*`fn2HTI0>LMs)W?odVK<*j2^Ju_c6xxp*kBRm=z
z1u0gxG&P?NGXWiw00)CXPHIW2NW8lsN~Q^(TydcUvg0gaRyy^&gg!$-@KuAcVn>j1
zAlFzyUmyK^zmPvq1n9wAQejzW+(&Jj7GdWDB3gcCh#Zbxy}r+qhU8CJ&N%Kp9vV+g
zws<NNpY<cIeEII#Pjm9INv^vw|8NY#u|RixCx;2GPmkQsfcggGDQDp|x%HnrG~s+-
zG#l3N<3tJ)Y%-s>1B+x@zneB^Vw^Hx^c{Q~2fw8!cDLD=Ur}m>PisjrSq9t$N`*wq
zRi^h{cN=R8f#e^2!e>k*Js&y&HEYYGx_Eq(3A}aE#-qZJN!;m(B5Q7Q`x5XTW~I(5
zfjo~0t*VU-o^ezT#!IPM$zHv=3&(=H$PO2$0ff&t7@7LNx#}GppYI)wul&9|mX(4j
zUvFP(nY6qfZU^jchKGZ*(@82F8-_H=w01GlvyT?q_F=>V8k;S!MG3}0pRjpUf6Xz9
z>{<n4c_o_s7H7y=gPxvpeIh~1VK!IUqbaLpj)6P)KilTbF8gUy$#{B%tI)w-?#;y^
zwhzS%e64A)Z48(1r}Y|?{kRf$0RmgT!oTqlk*1PAt==b8JtS*iYHoc$W+Z6s05|+F
zeDC^0*u)YbX4wR>z&T`7)2=8ddUBtmM;T=T;smpHr|%J3ukqf2Yn4vGr_sx7k2{27
z5ugWG+H9f>-=`5j!G5qzqTrfr2wJ!_obc^~j<HN@=7M58DKmdO?|Z$gat6r_oy|j}
z$;E8>F9todPLpG%X8rhw-?ZqN(0sv`VBnI22?aud5P^0<AyD)u8!s9|l_lXM<3`s3
z=gql=5=i))bt~-Uuv?B=kECw#a_HNDw!yCVJN;gP1e=z8id)$egB`Bh#KVxEh)4)<
z?H(^`p%}TmElQ(uDLJ!j%E4Z{;&oOe19L_aDB7AH-0M^SOfn`&9r(uG>bO*b`oreS
zATetp2_u1QoQAZJ4yVtPB5XV>=4W<vCw|rLkK!K&)~63kPB=F+e+S~4Py<c}eSyNF
z@U2N#^^u|D6tj4v{(7DrqWJ`F&$0Na!Kl@O_#UyJ?nH22PaO+GBVkxVqZTV$BI4<X
z1hXX#%k_G`tSE|dXveGyiawe_r(%^JGuM2#p`JGHJISFV`x%@qZekK+;IAGZ*AF}N
zw1x*rxGqd|&*SZrgwk`0@eOxb{Je7pDJ5iRw?!c_78{vxqlr>O3_L!}gGP)>ka-^R
zm1j#aLsR3Y#7vL{ZKP?<FN+qUTg9C#;?DAnsf$gYZ-<=xzOppyzsF(_M20=8UTcj$
z(d4;@H<{*H2Xr?+*8+H1Z0}Y$<<SI^zD_BT9`!-Ur7h&C<bV$GqI_G2A6gNc{mRS5
z;;GkuDndv_vgk2LlP|=W{te)DuBqSfjU;jZi`KkNQ3?$t;S*FUx3_Vg{XJFJ2Bvrz
z>Ws;V@m{OM2SPCe68e#t$Ic4o$2%c<iMaZ7?S0%m-`+_?P`F%Un!R*vgdbDwAv#LK
zuSXbv&Od1-dIAbm5PvlV2#Av+Pzmm@Jn!>)6AgRc|Jm36k>;W$;ctIIK@9%v=J;Kt
zOh&rk+ix{79qr5Pvsq=7?c^5uj8FrMd8uV#zhvgMh%S^qx+1e_k2Ui-d+uo7+eiGA
z@z{l)nsU_j8Hv256Co8i{cJqD?Ig%KZ5lThUE=on)k>ZT&AoT}b#AK(NI{NDA4J3@
z0f*9F@r&sP`U>=SJ`saZ*Rb)98VhSz!9>FCT4<pmW;V-JT>7C4BF&hwUm>G>x|zSl
z)nAn!uO|;tg^GkW(L&D~1W53rDH48@pp5(w>vMyc2rduo#+qk4>&H`7PWWW2f&D8m
zm)Pd%64K-JB|4vnl70u4Mh*co@{4>Leq=ZTe~TL|pv4$xXZx`!^A-t(y)E-gEJ|5O
zPdVIvOZ&0dI`=R70KV<M($HhTbtL7}!B-OSzFohwi@8g0?Qj3UaJ@OzUxmd47SFKZ
zu@ObHgttV0#Uo`0DBQ+PU~AgfM4P<r8(c!9h+|`BcR9_8#k<`=X9S)6aNBFK^<;_f
zC}lqnfVkGiqP*MW!^pt1qhCtb>)i0|*NS})mF>?A#xd@Wg3GZC&lhNLdB&k>RKNd^
zUR%Nn!okHcvz%9}tX)=u+s<^sW?iAMSk2(OaT$tevqS*KLuBi8HV0HRsR=yoz{Dxe
z`#`gvghHuQx~#XZ1Cb<z(a)5e81;j*9YR@C33LWqp_}hw(kn*}G>X&K@-zt;r{Juw
zE|o;xnZdg+Qb8j;4><)pUOgY|n`kCZk`71|+F^scI>ZG+7mk)&qvTSD6HorKT#)*)
zopPB(ySeabXF^55*@Qm1vz34sxzB6T4ZMhM7b*#Tl3zqbVLWUvgVai_)9P=MKu&}t
z44{Z5GmITGj+CUEi>PtMRM2M5{RMxn+Emr<($`*r;HL)O)B>9p-?jYXqX{)M@llKW
z%9bbMnex7`)dIr-Qg1Nx$Qs|^eo=VcrVCepAm=<_cgU(a0y)AABdasbVGm-{yu=vB
zlp&{%-r?4U8)PkyGN-g8F0-`b310S3dxJFql5DU5cOM37v0qZik`##=>Xr6R7pY*Q
zw31+w#QZ-Vt$6x@rymY4-dH7=>CUqlP$=6*DDCTwR!fh%6dtj9>|e=opClfiLz`oL
zap|DevE~%5cp-9i(418xu;i7#oJTZBU;IM?ETciBq_hz+3XzBP<SP>@#l^KO?iAE~
zD^>QjE{Xm+bd<2AB=ASqRMPFy0x=#;bthz&-`PEy)?>@t`{R};3IUhP=&z_?03+pt
zbsAGXispon0U(HE)c3I!st;c`n5w4^Qh}BvO2QRk)V<-MlD}a92eA}SE)p#nm(?2+
z3*e9Va#;SJ%5A$<e~kkB{ph*Jmy6}nV|Zgf8p9Y0!UnQ6pcz_v<*IpXkW&wPoCsAV
zWF{%pUp2^F_Rg954g;})M3F}5c#-<t5E1oDT^I@L+gYA)C^7+;lm4Z~<&SlTzaJxD
zHQuie-@9fBb^un~f@I>Ha?$$AkUZeDDo!dS^QRotkVE#{8nCfnP8oko3Ev+j)({l^
zav^4@qV<MMLaw}vDvSk7R8mAH<--I<2|lMKtaZ8H?q3=6z*YoVoL-&Fk^17CT!Gsh
zmWTfm2_QS_*G+HHql28Yi|6~bNch_r;9snYENI0^8mE|vK227yNom?iTlbwF7d$T@
z<a}oz;c$aN8<XRQgMy00$-T^9+fWyozyx~Pc(9keLXz!7UEA8QO0pS@fwF#H&^9Sh
z333v+8ovh2#4l0!PVeXu#&GXq;$fWK9zMm^Or0G69bQcybli}Fj9T-v7ndm&U!KuB
z(ni!YwFY}8GJNU5HD(k}WY}v%MAS@;>apXy4>^tN+#MEIMPu#|ma1?-<Z2CznJ#6~
zIL4+{L^DW+5M7VsLrZlPn$`~xrGX(HKH`zOsbqFE<4iQ6T!cfA1m-LC)#mFz>7~Y<
zj$RyF#~3XI#S(vQlO-358<ot@S0j7l-8cH8h~_yWLHXF2x;WxZ49TRx)h1|3B`r}?
zNYpT?NE2Ws=pt-ms7S%~7d9^QjHD{6Fnpw%#K53=(FqPl)`It10y!%;{iQinJAS9h
zf-WnUu_U1iRZ(_)^)e@fs1pl=kg)I_QMF_nrF^&{Y0DodAgrl%Oez2&9iLm~CaS(1
z$l6dLxuYVT9E;v9Ky;C3&$UyxWP;+N$kSkdp<lxB!9{^i#?>g6IyRdRTUuZRtkDEC
zQzZVhN01Hc8*1y-j+H+Q_l0}OC*#5`(W(tZmkuC;ra{l067)~}!Cov5_MWR8#4<b-
z6in4y@a;0}6{H{dzX*WjgLzq4=syf`yjQb)U9cIvT(f3gQv|efkRoExm7n*%Zq?f!
za!#FS*!%Uqt6y_uLt&6VhWN9PK1c57%rj6z>8>K9qTu-!F5l(wx-O%-S754jxoa=#
zQ$J<US<X9yX|!yf>2N5{R#zKdtGhUS9*2AswQJU%zOTg_fBKjW^o)@Oant@ENIL3s
zefwZ_#|U_J*rBLv7bNB{dsqGT0<+}DaZ@<>h;M;IM-N7+AmV{&xfB$lzYh&PfXcN&
zNhml~4a+^2FG^Q{py6yqLF~)zEq$O7_O`%~QX{JS!x>&3wZo?E;ao7iq=@7IJ^jb(
z1+G{GL|_JcP|@>IBFr)+!5xkICs;CHOX6KVmiK9Au0oJeFpZ8^z7%QHW1$DM2pSEE
zLbg8d`D1kiH{9ckQM1!(KuVye87-c8Sd+A(EORKa4kQnu+w+u?aSWW}*P=t2Vds%m
z^ej)Q%q#fEWpPY963b46^cMq|JQ6t<6HWZOgTn%hhM-0714;fUAco^U<q&0<6|jLk
z5iY~E;VVn;IhG>F`2Ij*BSQ&T18*xA!U<i_u9W2uJe-&!Aperd!lEa`YGhq^T!FFS
zSPor2MIuvVaBP=Q%;b-vj0%DOh-4=L|EN1cF6rVs&AzP_=iig`#S5k?2#Bm0kNnj1
z{g(2oGk7;0H?K=@L$}<Ha@N`fG<#Eg-j$cqLxrZQA);427TKBhZocbidi}VUH}2j>
z`Fx)qDp1pD*}?RnHBR3xF33bKSnflB8Qvsg8FV&a|K>SQJH6z+lq$zF>wdzgx$0T4
zM7-$uNLPcVR+Sjf2Y2hU%chT~XhcKebQ$rK7WX#}_Fc}T78d{@sn`%gA2=$Oh>2x<
z1h<8+!#y)D1dvyB<G6dd$`zgJNH7HR=yp*I0t?A^cMa#P6r|-O%*(}~Zzf*rb;Q(1
z_B^piEKxD44tr>1&K6br=qHCW<B6vI?eGQrl=|)~S1V<SQ4o+VP;ny_rpK!%7lhSc
z)1+Z&!e-CbCVDA3Q<QH05zBH9{!!d+NyZcr^GIy5l;Wo?bTpAQ+_MjOJ`cMW-_;C&
zr>n$2`F{CwQM_?*j8xI0g<?L0v>F{`{;@N9Wg|7-9n4!I^nMn|Einpjb^f`P!Wx$K
z*7y4PWbUDFJpYzm*`-5@aoSoU_bSnrEAAiNzFAO|sCXdVZEn6O=qtr~V6XY#P4c`X
z>{z$spz`h_S@<BznCV49dZRia<y)&~edM3Zu<ERJ_q~A49f|7*_~&$dEryzC))N%M
z^(_CBq6^TflM-+3{CNvPiwvxa0w>kU4q%)R|J1!Xl=8&K2;{_W7FncluWVaO%PSQ6
zWX%Hv{b}#ZWvMLburr(6Sp2yW;j?wmL`lilF_>Z9cc1fv3EV~7<yNE6v7UN^ToRd0
zUc^Z>007?}+vQ^O$#Q-4{+F7JYi<zCNz#Wb34oKY88?rFeIwTyo6YS00Ex<UEC%0m
z{oQ8ai~z^V@}G5JSgjo7`oElp-PV7<Aj9f-H%4QoKVK#~(IGxiJ)G`g5!u2AjV2H4
zmWJFRH(LQmY&Q$0#sSc0B(pF+WNA%_6-T)&rkCV32{m1Z9~`6M(mOwB(6MVCpFbaC
zWeCEMbYd53oB~W02v-ulT{7=Gk6JO5IC~*wj^<G`U7mk(H!!ewJR&<kN%Tfqy2?e9
zr`qHGK;Bl~>+C9P|L@~<>;C8AFuKt?heF#QAz`8IQQBEtVP-V_oX4^0&f=&OJ0wzn
z!($R<#9;*T*v`mV_dbljryRT<`o5ms!^gDRzXcZMt3tjRzh1suoW0_IhQr|)0O5)0
zVZF}YFH@%oW|1`GOG;q3`sAaglLAfAWqY$&|ASajWr1gnFn=HaD??v!gP`pY&bA3L
z(#p>G)RZ4|P;hW?P>{wjFuzwwSV(BRFdPv9p`(zt2VpB<@-4C|L5IC!!ZWePTE&Tq
zOgU8^cl2|D^glQXB>Y@f(^UUAkyxV!85JDk9>3scNaFQq7*FH$T?A&f;gx|(v89~;
zKinrs3C;5y{K@-2u?qj!n16s;r9j)`bMISKH@2nzg*UJDd&EC1DM%^)^`q<t{=eA_
zPvHNl)r(4K)seb+>;Fq;h;>_n{uUW!8y1UHo|MKgGYce{|1W(2(sfD@KmzwX6mNFw
zzv`4Vj{h4TM`4-nB{BO+?+9%z71MWeE(r~dYLhiH1Lr&v*Il?(%2C!ow826OiF<5`
zO?izeA+fg|ViiKvv692ZGG*JlMkaG8w>;ap-#3$zHO9%5$U}gKDwb!6gv{((zy5m8
z`$Rx&{=5d-b+)pp%uf|eqWsz{Am5;b%o)iH8=Z@-eotRYNHzXW$1tm$^SU3nlAYf8
zy<}#u0v}NNNJ;g`ZU5q-Ss=JE8(sAKw|YcVPm6~w{e6I-@Zhr#af-9Wq_2;2!4;da
z7b32J0$698ww-M6Hf!OpF56cT!b8JG2h%mxONK|ram7eSnaL+MTisC%@?83Dqk#zz
z`giT5;nl8eT4_Jk?2AhWlHp8<ZGy&}|ElE`+<+NS*UtLOHbXsWy%dcU6UyYX@?yK5
zTevuDW%sxPx=K3OT(G-$s@qmmX3`LZ|Ehd^+ZAN>xcBn{fBVx{a0r*h0hO)bMaA#u
zzqfb1K2d35wV$8qu34>Hp0M~o^1(ujVp&f+&;#X9$`WGQ-=;t{CZ~2_#e$POnt8;+
zFrpY%<fOWk-Khy@F7>3|O3PTq@e2!42ATJ5mh@cPmV$C<$m}2q>ku?9nWqg~-wKi7
z!vgRz|J}S477J7yTO{+xc`i~qq~dCG`#;V21uqaj=$CFCgkta9&lwYnKqCK(WNg4R
z{qRx2e#*kh_@6-Ni?(#NN@|YI`FP{_k&tnINgGwARuk!J!eSYbf`FU7zvPb+gzREx
zZGD-JEE&CFS@?KGm6-<uOf2UY9+4%g4iH(s+V%hfQ6S3z<1I97qjy7Jww3WZeygYU
z(j`Ui@#yN;cL`G0##|Cs_W-C<XlFrBA|lLCB)4Mz220|#!FvMMpMOvLyWd}pGUsSn
z{k29uTJ7YJTn4{VNAXBx$4Ec)Q+};7Qzo)1@Gu6=u*Q}qlb0Hk1q6RcgE=C5Y&B{|
zNCn8(a66re2=SgZx_Kgi70EHm&nX>V=PJb<nQh;y8%P|gB=7LIr}XQFj=a?YjzfOS
z$lPG|Q0iCx{;^#S#U>7n2pq9dW?GqPG33$Ucr5g`ho=dk*t<Q9Rp!y*ukl+il3rYi
zcjAuIZZktHBL2$mj@Bw<Jk8Exy!ud{)SVkW(;GUj&RXH<%Z6oJb1nv!+r%G`ghGwM
z%5Pw%in>jk$jhwnA{1Uk<U|Pt^BvQ}L6|~b$2+!kc;ZXf{f7zVvZ?G5@=5`|{CRnK
zTgTNc+B#1Q$Z&A8AE_GYD87UffQ@ImJRPPHs`FNx<^1-g2Be?I@v`1%O8V&5@sIBz
zz0hJIeR)ZQX=9L`RMXvjVHQ~4%Tms~*!moyD4#}v;vzMkr>O2tz?(wqGocS1R5r)@
zrb&~(dfmsIWlA6zDBaQ!v$$yHtmlRdHDG#}gfpLqmc1AdF@FR%=}`<IzyMd3GJ*S$
zY0HTm?Ja=ZCmN-d>6yVk|9l;bU!NVdbcV>j^jZp|ktrQ2>uk7YDHAg_)6quKlu{6Q
z{q&rshuR==|LIu?M-{mdYJiXtQ6$pYVs<)73&G+p0{9%bd_`xj8>5kmeoc?7)XT$#
zlN_0f=<o|6qe_=?f-sLo!Z>UTS1+{p#p={La!afy3yXhj?AZ~fG5Z?<(aLhkVc(BS
zD9s5p91X<J=sMWr2}EWCY7jM4y(<70ET1!Vd0q9}@mkOoNn1sfQoK6lQgd?CDVdH|
zEUrf*c322m>hG5v%gYU?BL=N+M^z3oHF)vxF}3pbrJk_5O}3TSq)6f1UyYeCyMEW9
zKc^`CB)qKu)85K;az`idEma31+jJZ<?G5<Q78YBTP=?jzsKsuh-QmVUfTV7yvP$i?
zGmrDRu%Vk5oyT-|vLcM?7)jw&q{-y+xCdlb6*HI2!pkN&MHfySAi$b&dFrH*=?QSv
znsdi6M+QO^Py<0;jcWeXNVfo76;FlK+*14O0wR3vGayuO*?%IR0(WWZOU>kxLp9y`
z;335FZV5S{_5}_{3GMIHL4n-c4YqeD>{)}Kv`hkVo-~`)J+!j*!Wkizr?qnI8AE69
zS?QK=?ENJ-S94!M&gHF|o3qLf4mjPz?n+_C56yaimXP$VCbIU1;V$n)we*Dc)smcN
zEB!V5(0&^-<J0L_#zFQ4I559|YD;7s3!Xo?VHauh3Lq$LhlD}+HCj!5=m_`hW%et+
zO-gxUjEvv9G%_fP5<-PAYV@P`=Y~;l5w97#<1i*tVZ6xvLl%eUrG{P|mWooVjs7pQ
zS2<y$wH5<bEb-KRzTe!IAa{*kJiY7(YW83*Any^YX1g3i_(7qeJmEobl|t3rDIiS*
ziwT^<7ftQ*T#S7NT6JYlMH&6eGR!8{%Tl&c@#FW<-$V<GNmWNT4T+vady`dKK`t@A
zW$v$+W|zD^rdy*u(EWit+UBxOk;2LbYE}Ivn7Js=&+;T4_6_7t-0JrIkk|$_y&lR@
zxfVol7R>$%XmRR~cMj0O4bL*GHJ{_xyF)rt9&R2(2g>^1$jKgen$d5Vpu}>GX#u~r
zy=ZOO%-8-5My3`&T9hKI=-*F~v8AmUPzfK~Gss#owUh^;x&Z^T@XL?39bLVTm<*>{
z2+FBY#FIx10qY;R!Zq@U%UjuYPly(X|GIw>Z_c!f()Y|*_n$}TGPWAuDgqFhjv(W5
zdv?4q(U=2zb9VtFzrgeY2ZlsEF+xVr_5o`!yv#1Ar7Kxl^!H=*aA-j2Q)43TD$vau
zy!K#N!(6s?gDP1$c9xGB_Me_#NRBO48C6?d()PSkSekbU2nfJuGz!tUi31vy$p-UG
ziU);(R}YQP@zO5cXg~W3@N>~f4Ar=iSxq6NKS-oHnsY$@qxt=W>>av7v2WnfRK;kB
z9k%Nayrl@P`Z(2C?Imxv?CP_Qm9(jay=VP^V`DE)s?l1`9Bk=nef!~Rxn?h$G)GNp
z;`}9)w+JsRaQ{GJ?j)n+=b5gKjRe{0A2j(&nkOZ&>A4zqJijFiNP^QcbI~{w`k2@e
zTSn)+2a&Up;pa>Ca0sGJ)DUPC11YJ@SGzJVp(k|P+rE-lDZXiZ_csjzWtP7fftPFV
zrbAZ0-5gvN$2Cz-7(Tn45jAb<ZNEl^gKC7PY_h*C_R-@HW&Af~D$ip5j<|nKPwNbn
zT8dX}SS2T@Y=vWWzt9j73Ug^^h~Z5;`%bH{^q}5Px!T>zVR!<NBm1x+(l-EuGSv;I
zOje?<Lvp0d80be#gWEMHTST*A_LO_vd_(Ls-0lnVPH)Ceq2V_WZ~zT<TDAv*&<4C<
z8lw3r)daVF1{M6@T1m$-3!u=cNyCgh?6rD_z!(sUTmPVJpL;fZDH1EEMIahFJ_0lT
zaz!DWm^;E~3gMa@kyNbn+X{AuKd#CTHq7~|uVW_f%kXawS5*S&=tXr*A%&}Xo*$JI
zEt5I?;!DVI+dHvbv~JSHlok-<P_}p9zLlMfBNc4s`CrDaNT-xoz~@@$(IO?OV+)O>
zO~>`aWgNWwyya7m+{m|e1(TQh<;T`Q;7v?PJOzkm0l+%&=w0?QZvT?0yLC5`oY~KZ
zL<ktFKSSo(Uatva^6@VD_7WM)q<-^#NUIBUA;JDhQ`-5<0weDySzg&JUB$t}No^Oy
z<jZ1!nIsEw0FAm^XPFf42ni#HxnYM=1jx1}mvl&cM<k{fk7b=|%N&{prVVC+!P^dV
zY_axV9pF5KE&y)G-?hGm5n4XJ&VvgFn|vbS5$63A_gNPGdLmsSQi9d{l=VPqNLetl
z!qiIpM<)HOc5<#;g5|k~znwS&y27VF4n{g{B-hnfU4lcxnN`D>s^wuzrhpf#!%o<S
zAKl#YC|MqD*uGUHas6G3^cWM8#5`b~{hxB!DRYG(RB;i7)=(^QEK}@I(t*4+FfFc7
z%m^L`BdGJ2b3tzLpD(4k)Mk>AyCb`-?&oN&Ye@3xrllY1*0TiS1ky$CHMl4T1sI)w
zoll}k9>v)yrJ<%`HOFP8>rqYI%2Ip!C@}bG#aLDfZR=LL0yuzvmoB@ENw<>yTC1qz
zZ9IEBD;O$BIelf{DHR5e{e=qEa6OXE%WIgqDzEP+#*tLj=q$vSYho7mFC$Q;#>)`r
z=!8Zb*FM-=ZDi>h?i=D);NRpoaZa_!Q0=Q#VCRD))IrBFmxRDBPcWpiwqL$TR88Ix
zYp#c`#^-6@`e5dXGwyOsn);yya`NF3j=`$O?4J)Y@$oEzfpQm!VB5t_v0yVhrpCtX
zvXvR<{Cqwz|Hz^R!l3wp=;QD+(*Lz-<PsBum=5~r|J&74A(~4Z&aImo5-AW}BHq`5
z#9fwNU0sd8A=B3Zh^gN<>$~25QWx!Zuokx9&j>&W)!t3&6>=G4?NqY1nGa4>1F^M#
zNRUNM&9iK}`&$<3U*$bn*p1VtkQ?}|)7Q?WrCkm!(ahbx>)I&4{pA;1{(yIrR(AY9
z4K<Z8O>*oSNLi(i`CxSVdKMJvBke4xT3+?MF6Ln%mUF~ce(3Y8-(*%4+|E;m0lSP2
zDCPIjLdd<)NO|!MzSLN_oD5D{!RD0glcQcKWGRG7Us-|PGO{#Mk-WwJiEp;vGEn%Z
zEYms=9}AY|Nnm;TLDfV8`3H;ozSZfIGL_7FQj<a2`**hB*bz3<%cnFOehU9Sm>F{w
z<3P#qa$hgV*RgqY!ap%C^-3eG&bp<gu4kzEku|GkmU=RPbF&&H8Tyv!1vQ)Ba8|;=
z<q)AogCf$B#X@%R!ZBSfA1itNFZ?Feb}yl}n(l}W-g$ZWtY0*+F5{+b8)X~rDkrty
zH|AInUzsCS3CMu;GAVJ;O-$sB{pfck>?3>;df$m~aeEDJS<VW>D=W>JLYR4fc6XJH
ztqrHl=LcKm<u}KC|6QYRwL*Km9IZN)O#WIk(blQMu-REeW}y42%AzI(V`#22TyV2a
zWJ3}vtGm3cN;m3qHPhzmkWXy_?P9M4U9>$ge=;8Zwe4sRM~HUM*Ya`Mnpu2(3$f>5
zHSPSb(Y((^keos$?%LAbsk_)Q18<GU2*gZ;2x)P~?3`3+q|EgUa;U9o_?4>K5<lOn
zZvMT#VVay6kOj)~AOa&Lbeys=Im09L8LQZKP`}Nmy3iY@g4lHOZ<sGV<C2y6lU7(E
z|DZA?hMVs<Hn8><>*4<7@|t2=n>WWEmMeVv5UJ>~9NpDoLKlCG^}>Z#O$mlgtPW7V
zgNvI;RiA>qM3szPnq)$k+s8`Xu#eBI+D>#zSCwGP^YN#-7!sqZ$;kflSBdQStfMyU
z?@y)QW><3AyBX#bB$pG2pxtXVnj6%u-(ucdefh<k{5spS(>z0d+N6Nt^7p1;S}(TW
ziE~@S>0*0A4z$7z%(5Vwr4$l-%%_(_^F+T7+82}X&SglG52CR^wH0?!dd8%!#i@Su
z?_o~s1Ui|7Tny-Zb!=Ez*lr8yb%3FmFj&LKZC5JrKUq7B@80LCFgpBkTHZjl)-C3-
zrpeDr?MXs|@^qH*gh*G86BTiMz)a8WB=*aI&181HIACc;N4-|CdDmsOimriit$WDp
zl`%FJ{^74KUK<J%FMB{cYk!E8GwX^{!$eTn-I>$2%0%!6hP9mMD+xL*q6iSNREgWZ
zH?YLl>j$LGJ%5)SiW8KQ{*9uN<azHm(X-P<tJMkXI&X#}a7K3u*88fF^o2%BMDvrV
z#nP`=UbRzQwcECNJ3FzA0E4yFuTs|&uRX0IAl{@)j#c`nV8AY6AG8nx4D%8p3(=5p
zOZQ8{ox+GK1&nT&f+IlVpUv+UZ*_WqtwiJg@(Q;m@ed=+95v3u&#HB-OUlK-2u6DS
zJ+ybti`ury?z550u%kqUjC&>PYbi){6ZLiD{{7s)-k?h>BkNj=r=W(J*1XOPI&8Ns
z?&q#YYz8P&*Q>lmD9jLT44qsX9y+GGy$(vt@?_>`;jAiHmB>xHeFo=1k!tVv^Kp+`
zl_jUAbB?}6J-Pka%<kxKeLtMs&lq)b7c~fHV&LkOuS=pky~!7Qxu9$D-X5Ur3Y(Pj
z_m`dZmcZ-NKwtdZezfC**GVI$(<`l?8=<D=>glsiU0W3p|IIKci4#$IiS989Q<*$N
z5eq(Vuv)3QO$TwTxKtk;+th4(=*e|6V@_G|YXSY#M3Z18TASmHQZ~Vv2XR6+Sx!1l
zaxBXaZo9E%fNsrqQbrPaeD{ay`@`XU5ssWfLdDZ_3{X`z<#2Bo-0+{mf5`dCn+eU&
zj=;*tH-}!*meWm)%yfkGOC~KkT<h5K_ZHpNv}Yc4!g^xqc4Q6cMy%O?yf*h_-tg3X
z8(mH>b+xmW1nR57KGt!Um66P2f5EG9{Tk9m9<>Pp5LB*i+^L~D=yt<8rfo|cu;bmm
z5t3;FCaZ~B&!pdx+p$}!VbTaKXGu5Bv*uTjeSK)$%De<3NyRIqY4R1TP2n$%bVEYp
z8Jr-8e7P$vm^@>uw-*g%Uh6QTmD>BEalb0fZsD?6V*Xz~$ca0Owz|^59mNhPeie=v
zZ`JD=P1ZHB-d3n*ko{xToE$1uCnd~n8Op*4Mw9rbxI7-e5~|G4UznR164^z#!4ckY
zWxB5EXc;97MTTgZZcZm<Tny0-L4nytkBhIEx1MoS@kgeHc;EezOl0{(j8D@NPQEUM
ztWwS2jm7y*45YY^!M+fSTc6xJ!(7cy+ufW<iii0XWTVmrIDIQ+fIy!$9H9#)SM14X
zPnYWV^eE`=28mYjlezll{77Z;MA4R0Q-T0cX=?R~RliSjcYNVfIR-!dd~-a*lrxla
z9F;YSeHYbZxmj~C7ib!G&J*(YF2SA?C3f5XLl$E6zDw$^D@M_5`*1Ce$a8I%I5iH<
ztkGhyw89L-=$03&B}Rq?D6I<FAF3K#mz{9W!CEUks6s^atzVUj8mRwK1c+Bev(v$X
zhXl+_d`qjtsw$6_$Fsb-_G+G!;xkGL(J7qqI1vS^2I$U)WE}9lI%1K0tB7m9U^JM^
zW)A1v!BP>E??K9Fhu6Ut)Ov9-U&Ep^5-MfjL#P0JtpFa?S>YzLXsFEcS@I%{eB74f
zPI&I5PQd~gRj_NXpx=gcx8EkTDtMX(Z9)6)Iao-Xw@C!YW^sSxoOF+FJ=fgGwneER
zc9Puiq44?SKz!wflJ}BA+tlEaOjiReeLs7@k;4?h)>|jDmV7EPcHatzR3JipCtZf3
z(?`R1^80TkVI20=dY6d$B#H6cV2*&GhzeaEob6lWcsSS@3kQrx>u65=RvJI(Rdl}9
z*SNRx_Q$vT!?Hj6WqNP22RPCkKbuLT1O5mYV>d|{dw`0Few*|s|IWrHI3XQ71mJnM
zINPmK+aRx{m20PEt|q<rw19e<Q!?`*pu;HY^+j6KUH?&ZNLFSocEcUB(Q@{X{D&Ef
z5h{whbFrhH{B^CnbXKWr<$O22a$%Mj#Cp6OTf86zqHpBiIDXh~cR=}OLm&e(ow|u~
zP(uXUR~r*G^9Un-iA-rcsT0##!xnIW0qZq-h)%*7o35=+DJ*MhRC<4TBrL#x?wdC6
zE|cdDSi{$s?c@t;@odZlL1*cM`@f@s)P?=MLM$}sB=)UmtD?ci)^SpUGXeWHI&~+O
z6?R3E7Q3V3@HV-+ivuPy8P@xZ<ZhCn3IexrpGA|8loI+bSeF`_m%8Sml<9G$w-KE|
zZAKnyjZgDBt)UGqPY@+5YMU)2F1A2dY?zogrsG6mcl*diJZWbN#ikwGNhL@rQH&xU
zTyE%>aP8y>lHS_=e0AC;Y-r>Na>&OoNy$!U@iw%hioj?lOgjd8zDwCkJ=I7eWWyKo
z5Elf62r}d<g!d7?8!KKDQ($1=BC3<#841M&vzbag9X0>6!%4<0RhByZx+eK)J+N{!
z4iP_F`v+^>xV8#wgJaQzvE-DHP|$1I-HRu)ZkaT#Ky2*0++!ZCIH7Oj7onrWj`4ZV
zT1{@jK%NZ6JFtXCVbPE-3vN^&?+?5H_At(G2-r(varWv>FB3uGPQiXHz0a~3eLcE&
zVv1$>{5+&pUCG)FjGm`Lz+oYZb1rg8pg=+>N=8hf-e0gZgS=BjXGj%EVA)9hlS3!2
zs>nba_Y5(8UMZ-5Z-B|#-)#=Oj-f3jBF;G0rCVFt*`x<V#1-I7q=C|^Mce#V5Aa&g
z&xi>~oLikBNH~<<0K-I1Y5$}0^{i&XJsF4VCAZ8^xvRrU$E!!+N1cFJ?V|^dLr|7(
zSUT)+or+=<7kGVNzj1q!zT{dn!(n+f{d<@*ETY*66mFTCUXp$^hK;tmm8OTO3ZXg0
zaWgQSy-GpF*ruP4?8!t9EPVwN+Np)H0wvE%V}`iCIi%Bk8fRmaq322NWu}3CyWn$O
zQC3dCs5=+XqhRKQ6u3=Fv2+?!c5JzsI(RltL)}9;rA%&>7rlbc_i}!S`~+)79cl}@
zX*WbeHtOZr)7Ab$D!1AgDVrh`&PixtRXS{xQl3(qBtt?JaKXq|Q%n~ld57DFKShW8
z(Ui7Pp<=klRD)$BkIcp5BooO4fZmRNZdg=?l#vZ@Btfr)HHcCV<!_~J737e<_$mt#
zEHN#MDsCwH=P1M}OTBdqS&}a2l;1%9@WY9^?Xt<9g?q8*#VihEvQFx$^5jPK95c)|
zx}AY6aaPtGIDGb}bd=@IY(m!n)U5c~R|$d#N|_@sIbz(9Kayc5s#B&e=zM%5W?%p<
z>J1~B_{6oEW>1W^jqs64%dq0sYOyZ*gfl-ftuz;2<8;%4<1Y@rHT?40l)_WJ8A4bL
z9qap1FThXOZHy89yUXbXdJ8k^Sfta2qH140Ba-1U-(at~gWl)N`c8m_Q;RaZ12u%r
zH#?e$8jFwa&qooY$SH%pwI{9P&+(A8sjRCJ*i|VCCdkLd?tvYg%7`FN-u~3<a5;+U
zPW)5NrPzyJ{a>A8Z9yYV6apHFE$jr_<$J}@-1Q?Bo{lTfKFJ_=g?j@XmIhyGotk(i
zjXJsYewl^W+)}V~g}zcfJvXaRm8@LQ1azz4f{~QYdIwlU+DdZFB2txvYaP>{fpk&d
zv>;P*8Pih^Bl=_~J!-F%S0O3VjyQ1jUJSD*yb-Ep5x>gazz~1>zr$uF0rlvFKOH)J
z6Mv3xUNgRLqAjE=yp~cC$tb)yfb(e$iB&_*KZdg=ly_FIOpmqUD*w*ga_p-j1kt#O
z+gj#KMy-fg`1=vHEWf=c^^n-zxst0|uX>)Q3s6v9(G~Hu8It>S=L9p;gD!g48e2LB
zWoU>ABE`u4wKfVRmQ}z{3GIu(#Vhqc!;${w&>BqtmvE|Y`q1t686lyTpaJ5M5O#+)
zM8T@BHaa1{6T;eM(zAd0-$*k)5m07C_SUB?|Ik_LmHt1-jm5Mv%R7ZQN%I_M-3~N{
z&%v#awc3#DxZ|9YDfS0Xc3yO(`kYN4rLc|T<?q^NZyC3&fKzbXkOY*1yD{wAvy$NN
z8k6rgJ=Rm>IMdLH60DqUW_K90AM$PIYQrC2C^C!YU#E#*1gZFrrk`;`@s~q@Ks-`B
zHA*iou5|~}=1X-32+KP!E!ijnF4{pSjG?gaMWT`g1h{}6*>i%!?E0M-SthUK%?zB|
zb2?sWurLWk+%J3^6gWG58KLvHS4T&e82z1lC8;g;JAn_kjUU|PP?9GweD@UqG|+v7
z9qF0z@n}0Am}?W`LDKBlzo`fKLiem(dx(bfP9<tiG0#5O`LujMREJYF(3`jfjvx`J
zi7n3NWwZM3;KfIbr4?$l6kul>DX1Bw&uCeiQ*&NCucxztb=D2?Jy?E`!9>&1EA7gw
zSlQ^Ph->L*y~Qv}Sl$=?3DGgh8f|ElAP2coUDdFP$RKhoh|lV295ch$tdhL{8%P~l
zL+O}2huDh^{Sl2{%nH>|sFE_3UPX%D@aEh(;3l!JQ5KQE17~z^6gsrgqC=1@PvA|O
zMe*^R#<XvWQ;yY_9=x1VJoF-cW_D4}zbVp)Z}e_k9#J=TJ35b+s;C|?A!w3p0w{G?
z`BVDm(gNx<gLWX<q%7%9lE;tS(Ftpni|?!|npaLvMuNI>RFd+k-|82POjCCy*o1BT
z^qcwc4MK1?C10bEipF+3M?|ve>65xSf6=vl6c4(JZl+$m#%~7ciBl$Rv2ke(D6f;O
z2z{lCIKv(rap(I%-JjtSLpy&z8v!z<hNoR9uUwcGlFd=atTqo$t*oQ{GP*lvCi^{E
zTHb<n2wH2k4rMhX_0lfNHH7xJPw-`JM_euljV{sADwI{)Kv&22H%tR9&#!6~RaO7B
z?AHFZ>^f))v1*h9Is||lkwx97ne2@Gc_6Fu4%g$4#agwh1$?HjTWGdV*I?vxmlm#H
zlI&JgPp1~e`BX~rtK3TqCllYA?`p3E|C@94*{p4(i@ud0FgrU%Q(Zy)*N$+(F7v#K
zmCw?>{+UW;^bjLO`)`NmBoCU2MR8bQl(RiHucwBu*X2gDAbz9!%bh!toH#8#K4*ZF
zlQ8n$b87~AqtNK&X+5h6R0BRTf0|yJhn9yz=maMx+%eP8@ULcsmrtx1(O+tskSJ1p
zcBaH^d(ZdEf*LOIIqkEbVQ^keAu9cf&;gib%HD=bEH*!Dq<l0y81Pp~1$R_9A%4k7
z(k~^+s}E+;C=Nz6AStj#$L@>$p)X@PvnG+)#rjpIs<27x7{!63MjSgXM_u_%I3)PJ
zi;-GVX2n&g{<xL1nT|F!*?R6t9V81~AHTc$sC2r$4gplyV<_aQ#sU9%sog>8YFyaf
zdz4?-*o~VNM^gScJ=$W~4T)}{xTfQ$>Li@BVSBF6OfVw|Wtv=8lP!jkX}}twHsueb
zq#36Imm4DfY1=YLD7}TR)4^SNLT-Z<Ej%QDHS$%iyRIPPUbE#fK2=+;<Deqvr+t8M
zLs%n>O^V&PPmoQR;Q8f})96t?RcVZaWv>tUAQ7Xc`mOkRdIGMt`5dJ9zxA=USJWw<
z4C!Xgx75JB)@RH%BLCDSsMpA&3wNMoD-L57SZnyAB}JpCNflFuM_QGtj83zI<qcH8
zar&y2sA4F6Ju^H1n@2^~$3#M5r3@%CwvDHb=R!*8Pm_Gmn#!U0`f*v&URRdsrQ(y4
za2FcGXaEJUx%iVFTvm2cw%gWk;}Y#^V4(pJ9qKeouz1aJ`oZ2@!o*w7#LTERI;A0I
z&_=L0u+N}p@V@=+d_FfubGNI%ndLzded1zIYp0&SYQI0NGf}!`ZW|_fgk2<hoqupR
zk_DhRAl_!8;eO0nw|zYVWnPY^=1BXgTT%Seh-0a>?2&Ods7vVz!X~0jAKhQ&pobA|
z<s@Ru2LlcFET0Urk8#IAc7fABk%$~iT*Cy--5!sW%aW4%1)q*eV%&ItnT79+LE1w%
z2a9^Li9>Wq)m%(5X6E)&7R+_PJS@7BO2rYC1?)U!gJERMXpRN6tb!lD^h@vDZW7w>
zVn#^jE%cZ)%Z4fUYb$gYZ<fLy!7SkZZ60bbfNm$DjKd-U2l!W>tT@RzJ0AqOddk;x
z$jjWJE(a$`p{nMxQelV5oc(&#syFyzyfbdArML;<NiyzcGwy%A+$v@nl&Xui;1@h<
zA8JT7)NT4i`28y1=b>D6bc%49<zp>Y!ExDhR3Wwd>gyd=%i<tXd5>;bh*(KD2jTBS
zGv)rEca1&XWFb}{%`|#lW8KeHe<*Z6T3-71n9wEQ_ZMA$Ucg4@=osy5i<)d$yY?O+
zW(Ey_^GTYI`uwgu*%WO|7m^2wUuA<-J|0VkkKa0a7vUg|gs2?JvajSz>|NxjZ_!_9
ze3d?p?mVo~%dV@Nrcp^PO6fPFZD5HZgo>-4yL$SK9G4(fU4hRBa-?OE+iV1n7fo1k
z^`@tlW4~%+k&t180qLY<pA;)QPDMdfg@g*cfLX@f#LLn`H=Tl%BvArflOw2thBowt
zm_pwn1j*Fm?+wE9v4+VnHIa#HhVV9;1a+KXy%1)ETFxmpCFQ+Ri-=h!e^Xdn!QzEn
z<3B{twSd;1PHB1G8FpCL_qna(!z#dUGk|PHMS+)#Uu-bUOZANXYgOC@?XV8JKX4Wy
zLPHdYdUIRbepZ2gc?yN?J}^ry#N9n){F;}WK47N4%s)hCrlKsKCxEe=?<d!xgk}y5
zQ_vBd|2WBj9f5KT{mwh%KiPyz>J0%%zn7(@m@ef5k7Vf&CK)DGu$o5yk^H6Jqo$6=
z)3bM**(`>T-)FL~?^Tn`)aAD_+4H#aGB@o6Ydc8^?3vm75qk9O-vD+m69M22^A14L
z@C#H7&e1wyIuth_J_TnExf=Jy_BI--3|;l{g0?FrIt@u}gV5O&ygXiXfs~H2RV%3f
zFqM%>l2*H2@DpSkp~5R{*U5p7USEBf;|$j*G=^U=w=sEonddELmer<B5Hp@`@;Dd3
zvp9^I!E&wmh0D07@2^ZuCn7;%j%Oqc5K##b%_c~1d%ru^8Dj2*XAO$x7R^>u-X}Y-
zUHR2t)Gp!D#-Wax+T|X3KeYH%33|61^=Z308C2VdU3g<ID-vtc{rlRD%Rb9WE>WE&
zB{X9Ue=u~v;VOZ3v?>SGz_+(wH8Fj^+}N(Y*aq_H!Vj8ZP0|%kxJSMEu0xcF8<cYR
zM$Dn4ZcI*%_MKvrrn~ypQ57~sS;&TP6<c#>Z{zB@Y|tkA>%%<Ncrre`c{+_p1V(gV
z-tKDvomj|<W{OGD{E#JS+jg?~T&2o9-7J#2Y;-d5{~Fc3%j3~)E0wvdF|;S2$+W8}
z2jSR-3dq>!L_Z@NddOv6=|mRM@+1nd$$mfoLMk~OA&{%oCS`5;MK$pMVec)Y>dLw`
zVcY}3A-F?ucXxMpcefBMKyV1|uEE{i-Q7L7yVHlNRNcDWZ@=C5`~Gx~(Z9|fYtOUy
zUQ^bZ&$FyjPDl%|;@jIfbojIU=NN%;f+u9pimu#bHFfKyRZj4Laiw&upHi;So&E!0
z(kak%rDD_$NTB5+szN#jXdhkDvZrDM5e(~k^?V`b!u7>JI?|IzVtnu@z=1-oVM1`x
zmKuRA`c>TjY<I7MYXNI{!>A2@64I7|^qB?kyF<Z?`U-OmWyLsZO8SYn6|fRbVrHd0
zX9a*apK3d$L^r0$KgcVuFzhLeg>e&F3urBbMfgQ(Q5aMpHJ6X=ASZ_-xm4{%KtB%{
zntl-3ox&+BzRRasjAl|RF2<`D-gIfL&{7Q6FSl1UY$hlP9ZqIid^D6ekA-laf$+{o
zLX6X9dh#Y&SD=Qa`Y?C+J<lIOBfh~1cEP-)CEFuDQ$MCpz$ac#gU48?XKm*aIb~}O
zGC^mSrc96RC@-O|58{lKLW0gr+2V6zA85HLaK1J+ktb}C)_kySh?8%CJ!63cU3E8U
z<1rAPqwH;aj`L7PV_P1Kca@b0S4}H2cduO`aa36D06*HSC3^fqxylDu3pBj`0m&rg
zPO|UDEO7LlhASwOUWeM0AfE{}UT1go_{GM58R33U62W2E{2B3BqEr+o_YFf1kqX6!
zTjhcg^CiM9aC}`BEeh#pQ;mF0)nf;iV5?$KoH&){i%FM|MI9<q1|4J$CCrgLv^y~J
zx2z8BF~hd0j7;G0q<P&M;vl9gc*JN>Nnb3H;3K8=7k;WFjgwp{k-hmcRC;~y_*f!c
z#zEj-mz3k@Ju}GVT2M{b&%Pvf>i2Z~k1(8l#41W7*y3w<88T>*>2eY&wG<f{dE~`Z
zS(05|+;QH>uqQS0*S$ZLjCv}4k1_0-SHldG9QT9-+#2o#KAi}>{U|o7jweny!IJ`;
z*@sOg*jr{T$U#E@`5Z-DD2IXOLRuYSF0jH_Omj+VSXrmIolirgduGs5KB8!mQ2M!7
zo$Cd{4!;bfSUNK(l)OBZm0>HC+l|1fHJdvGN$SEIKeB#R9+kk<zfhrnpu_ib{RtQi
zRjK|*cF4G&(8E^PbvsqHL2^GgJdG&b)j3OgbF3!Rv5EX7ihh)!sxRVB`G^@6*T525
zdOF8^Q|r>mEi`hPhd-y^KrjFda*V$gT-qVn!>nx}VxjmiJpLpU@=9?@o>DOO$qOIQ
z8*85bls2n3od=ag*Jm-Lf+JOa7-wtOtF(^8IG-Bu73_2%caM|$oW2c=3c8CY$7hmn
z)8Z=$mT3(}c2kSB&lPm%ZH>kc|5`%G?r7<w@F|U!4(`wraMUcktKB_S17!>TBvLZ^
z1gfJcZ+~<c-HyTPq4Gz{9NQ3NrY#F^@u79uU&Ttw6osfH!X!e{pM!lf6c7iZkSFhh
zO1S7H<5H5zv_eaqX@_V+;}iDsDBJOhpQySvz$<$d=Xz&@LaupNiU7z*#H*pfS1kGB
zLH)8u;pSw9!Gkx^fzdB|+#FqER``K9$*|`~WYy*KWunt1{h6%DC{V_%QD2at#>hRT
zLg)qRhbNu5O{&&x>xaoVz$yZQ(At@;sg+Ip&c>pa>#Akr!-3)@c68vf5W*HwW#NOR
z2znf%TmLv!6lEcj*f`}wv=C58K$o^M{cM&*Sgt@_1L-kO<wOzIDbb8S)kiq_092Dg
zpXVQEard&NA^p_Ruk}P9jKCxArzDV3PNlF3>&xc7>UzN^SWXT+;w~<HN=_q7og!eu
zcbcqd8b$k+?h51tY_3fQh3T{FiN#lN)B9)y)AW1VMyF+;P{q#$0iv|w(y4&e(~0h#
zAG#`S73zaIgbVnoI6a+|ayxmHs3Z>ERtuP7ZKXxb30OAk4FL-~pCPG&@EB&T1iR8D
z7rcgy2B$uZMgmb3PJJV-1MmqZ?WJ$E4&~tXFJX4>mKG%!Xr|?|VVJd4GOUU@s3fHF
zwK07CP{St@UsKH3JNot1lhf)mk~fHYLmseDP#ejr)Z)TN=NYPwCOPVAX93%w_%k}j
z&gI)i9-QK$>RU&<TYUeP=4{X0bmyM5FlOgvqoSb@cB;72L}YGyKZEnp59t^#qZ!c5
zxRr|ep=7ow-1q}FxPagu@#L+ora5ifHZKFgHgz1Bu=@`N0<akzE&VFSP$42}mUQUb
znljh|rH5*H7wjIJrVS`I-j4`lFslBl+i8p*^7j6w_gTvdcf%J*r$InEo1FQZ(1$;O
z`WG1j{*t`BHN?cjwfy$};%_T=imx#1DWV<rbzzMCf!l_dz{8a-FKT^({h#pVc$I_{
z?KUGVQ(bH|{Upz)KM{23Zhq>_qo5ubVR_cj)%2Ap{4P&CJvL`wMm5+OuBld5J~B2y
zzhsrg203Pz=V@%tFXQsVC(TK-zyDe>;X9JY2rGiPfYqd4;Jw<cS4nsO4yW1OiRh9*
zL;EQdAoV~2Z&}`gwV&tI@XH4Bn4z+H(!JwgK1Euf)XMP`hG=Y?$o!Ga-JK0|93Mv7
zgI!4*JR0tqrXF-W2|v@7Ut{!Od@0TCoYE4LD-YOYBWKM6NnV$hP4*YFm6YC3<4Gk~
zXXb8o+63#=0xs5|WdQ?ZQ2k<y)~|-H{pJ}pxfLB74PvTH;7_L4`92G*41z?*ynJ=T
zxH6zV=bI_&CHR_sfvev!BRCvyTxF-5y=)Szp}?h!2Yr-PGK*Gcr)e%41)n-aGW+h$
zE<tkV_7_w%cGvjbZFo(RQ4z{u-!~x`K?7=Lf@5Xmy_*3CzJ)QpJ~n>2Xmwo&^phWf
zmE*P2qoWDO2V}l$+a?_=!C>Zeqs@jI-Wi*i;=|ZObi1f^`Qj9>BSdS*(w3jWJ|WUa
zpLpu!Wc5aR77@NB;F_Z=m6U~X`x>l%H!xqt7-KFue330{^TfT|a(H10Q?bIFMI&vx
zj*{<WLua;)!m<Z*SK)M{lruMoO-)=NSJ?}c_9$krUC3+mL==XG6Z%zIL|YO(i9-~%
z=5o=vjV#dY>v>C_2eE~U4LF=}lEVP`!;dA_&itj@pz*XN1h=!W3jzo^0KF?VE`zQ!
zyP_aqOx@z=vf@<}?*BGV267_^m<8}oC}h^s8JPaW<$bw5N!fAsvdqn>IKW=?@$S$h
z-uYwSldRjrl8poIp2!mjzs1KE_7tkn)~?23RW)xmVNT|PoVkgN)QeYGUc9Wua;hWF
zIg-?Zerbx3ZUSZ=*8s%qe+=CEIn4bMj<{Y`w|nXemGweQOJH~{+*PbmX))h~+tX0J
z@iL|gaZIV-Wy*W)`E=k|om3R41U=XGdd7d}WWn09^afbbr8@a>_&{+SNd`m}=`hTP
zx5N(-S&up}zbIIZo_xsV0?}sjS=J5ixah1&IakHRK$TogIy@niQ3W4Y&nB>}iL>Td
zNZHOMcpPUb0@H&}cn!C$yrfErqtkQ~r)K%qu+8`)u?b&JR_VJsJ?W>LyfQ>%lB5cZ
z`&|#(1&l6?(&-T*3~R)k?-59TV?2_)R)9%=aKE-z(|GJxx*!ak8xflahjsM-0hU&`
zGtp{l4U}qar`*4H!oY`IV{`n>q+YT#Uq{1vs!U3IDDx$NurA3b_CeafY^KG@m~I=5
zAZ(rNTkb8;O#=$~)u3Hbme*Q&nM;H*6DlHBsaUVauC0!W0GnI!ohIMFWr{h^`-2ti
zwk~6SILHX>IEi^^C9KE7s2JD8_isfXu$O}Ciu*ZaCCLe-!alK|v=C-CeOCK<Q)}xX
zRg33%--G)UPAKA~3IAb$)WrngB_((<dgHCwz|~MQtf=bHqqsOZd5z<*9`We;$MoH7
zMtz^P%(frh%z6Pcas^!@{Pq&uj#kThFWqqbOuPRaY~+0(Y?KS^lva0Za=orDmtrR&
zor}dyWOcb+SDh4~`w1k@A){N$f9%RTbE<_+pP2+B2$zo*ga7$uif~bp$WxGu^zQg#
z^o+Ash0R)b2B!Fv2Ev+E2jCF<?|nqcA*w}3U-T=hj?t9CgBC0bp^k&MZ;lzwfBCFp
z;czlr^SY2JR#do<n^Y$7a!~knA|}l$m~yal0XzY*`D$E-$VoMm5V6ZBgL~UB|0S`T
z>>uNbhe>tacbmO6=kQCGPn8LGnVqYmFN#sOTTYCmN6@Gg5k4Q2YV_Zdw)-QR({IkN
ze~c11aj=eg_aC}>>bS$jEJ5U~LIh5>mVR{iuO^kQdrd^*$^&q09bs^Lcowb{nyKo1
z&}w{LJI8T(t2!^B5-e%3iyTU~S=D03!+!KL{&U*s)b|C+zm%*Pjss{pkQ*MJ>ik}j
z&>`qjKU6LB73KqJ^qaJ*GVEp+vyhr4w;ZO>c0tAJ;kK$tlbXeUiRtaI%gdycZdQEB
zmC;qg4RdCu%CX)SJe%IJWyi#}Zlz#B1x(f62b&wIE9KiHl}=`|F!F|rUBhL=a)N)<
zeCp{J0HhB90>r+KtC~*^Pki^13ea>cdr7f;##J)~vk(=Ym~ZSgrif#|hlm{6w(Noa
zR8=G1d?}qvn5-ZM9B6Fw5%bppk0GRN;Nil{c*f5cX(^UHFb>JMLFYCsck*woUCfWZ
zCIb(*0KEASgOBW1KI$}WJcGi=;lY(rlNwT@myarbv)nw_i|(UrZgjJ|c4TxTzi{9m
zNi=0#oQv%YQet9QD-PHg=|6_p7SBxBj>^m^dGys_l*dbtk<@TaVa<_jwIoLhbCExc
z!!N_dE2MfL8o16a3azN)Cu$C7)n}@fM{W}#7I_k8=Z=0a@L=G`y!v@O%!bvsCo_&{
zvf?AFLjn}?aB>n4!l~@<?w*diasX;sVPJHTE-9v$@y<Q^Cb<)N6w!`(LKjC*Q8MqJ
z@E;Va^mK8W^`Gp?oP_qzL-;JoBVOA^g3Lf0(nN)j^HURRMDa|7L<$!HM-nkz3^4Bu
z4;^QweOWXgz(#LPI$c`v^Zcb>ZU>m~_dW(TBR_4bfYyw_NCk`(2PM(*$We!~bEVtU
z=m%IyQOOceD`G$yI|#?STdIPSHks~{NIv9>m4w_wvLMO?x0kGP)Ao}LOy_V3R+l^>
z5V#ny3_zZH#B>rNDXQqLN^$FsIoVe`rfJG!)ZIKhxR~*M<O(LGEfDTwLAAC=jjP_P
zE_KFgBWkPVs_Q6~n;RVqWhOFHVrM0<$LWGsk@S{g6y482D8M>ksfIXO3$c+_zuOfr
zHO0;JN5M=MrCb$NT54))P}oU!<zR(E^vqC;8J<^|BVI3Mp2gVVV;N&qiK^)YuW2OM
ziG5aDk6<Ec6H~Tr*im#1i5meB8xhUa&Ab>dVE(8ga(vA%;+^~rX`4Cg1$H7*O`2w^
zQ`h0Zc-yyzNO;-)j7x;$fFuSmDSnBsp&j>QgQ-$3?%@(!$VT~jtJ|1M0OPL6g>o{_
zLlJVMOMq-z1zp_Y*!kv3|BT?S{vG`LrfWEJbJ~MrO>9Rtk36|sY?=^h|NS`ChEfku
z<dfHs?xy<{6x%<>nd0m5hVReSK*218ghK#3XhLnEwmqS5s*>*ll0&e+QogENLwx&t
z3egT?z~VJEudGu~DtG_0mprUlRKTDW9_wF;U&%{iEGJhak>0nC)_g+YgL%;GSmAih
zN-rzws(o}lP19r4x>AdILF>?}m~BOds>=@{5|Y6QKTR>gs;0Y+ukY_srm2g_c~?C|
zIQtvPb<>eDEI_2#Hw^XxM?^Mp5%hi(<m~SU@=eZg@Srm6JExCidyXXn@Ua?lQQ0Ga
z?eQPItAF(FCmYDuT}`maUTe8E51<SJ`q%a9WilRwgHVO>I!_aa<UymRt!t0kf$W6!
zIhj9G!!Tq72hU9&TxMZz*17E?lZfe3Tx``;<U(Qnt|?oM=?>F&?Iby~g{J4bakRT0
zGx`N08r83p*~`G)y0!reYt=FnQ_pp;=Nn{>>dS^~l8%dkykt{``<AkDMi8_pw(V@J
z&v&QP<{P0ztfA!=^0%*UMvn4Z>Bo-80lox!{r8dXR8neJS7Z&w>oo#jhy6o_b$KqJ
zghARRX-VnHvuR&%PT#oi!>5hWKqAt%LBB_H0|n`q>yT$W2~$$opu`|wK>{(EW+*`*
zcK7G5Z2DjW1B?o2^Mq1vw7P-<84S)O-=6z<IcW7?xGW=k6k}gBQ{t~^qg6C=&-Yi1
zZDi!-qc#^*X#>~9$9_eur|35swK};tbm?q{rMDhB0ES%d0NQcK@V_*-t@ZGJhOa3Q
zI*Z$%uG1P9f;QcAjjK)bAS(T60CGI9KdNkA$<FGE|0`q~u~+y&)7wq-_BhN4T2;J}
zuKu9|XJ|x{mgjk$vL5!z_Egwlo*YM8pG|VO2H`Ese!TYZEKHSjGJ>z>3If>ijCOoz
zEy<pdnpPH(uEe<dj3tUh9HrY&4<GQ{zB=ox7x;YLDnpNgNb8GD(<(Bat2u?JSlCcw
z*$C(m$>2~z8fML%R-0l-knVAw`}R{<?!3|N9~T7m6k#;>+xxTXyb*fmZeSp+BAXu*
zacYvlhKwj%ou0!t|MvLWY{IrkShFurHc>S2r#&8!sZ%1FPMlwM=WQch9tI$nTMQ<9
zOFuoLvBwS4l>nh0JY1YN#<b(_8KJmfEjp{?dKkZU;%5zPQ8wpCF)=J&leBv;DPoME
z4b@8_irN{@n?a5-)#AKVsj|5~gfwBxOv>C{6ik8=fLsKR3pl`{UL-0GgnWSgAw5nx
z_8}nMsM^~^|Eqw2L=zzm6%~iHM#)~4YzEfN+cGCs19?$v#F^*m_LWn)bGa>fp<DIo
z^oa|l;#D4l^zi)7uBCC(Sz)Y%k%duoNVb?!^ruAHhxE)OTKsIn0yB(ga$5qhl8TPg
zuC6hIJk>9+rek(4E^0DV3pM}}i4iaLih+@H{fc+*dF(9}^G=*z#2_Xz$#{Tw_iYbR
zzt>G(dl^omF`d0yaG9Nxrdo+jFZEZ{sT~!@EhIIsgEETt7I_Enu4t$_Y&Y=R_EhH0
z5&_=m%j-lhMmdR>GgA_e^Vc1&PvU+y!~F&nY}Ga*d^Np^_fpGi4iuLQJ*9mPo<1t3
z%%J?}Y@Uz7&sEdK=|@lcCCqE#C!!t$mVs!#bfKXzQ%+<q0(dK_=-`55IArh$xBJ}<
zKHlc1t+-cp!jNzmvCYwmFAFEGbV$(TP)rgbJ%XsW>DOZ8>;|HGQrJ_so8R<wC(Wd>
z$ed0Yz0uXqW(_U*!c%FPVe`!OiqB43&FGT$cYd7hg8At*pQMp-^#x#pI}CZ2`<tL2
zOv`w|FM)EPaHu^Ik}4-;R2|2`EA5yetC(@=$WSn2F~a+%H>!PhQ~7n`hlO4JS?l80
zZT>Omm1~ooYXSbiw;JQ}%GNySWS{JpZ)9LCTRDAqh~S00r$0T*_Kits66>UzZO!CL
z$F(M?Pv`Uj<Dqg8DxxG8&ALKoUhVGv!ObYV!S*UW&5GwR1)+6BSwkK8t`Cgqf_}O7
z+?bqBsd36QF7&<!_qVk^cu@%3%Q&-5$R8i7`82PEEQ?XZR~aKTK0O>=IC!+p`aqca
z_{j(><WfODuXWm!Jodz?IDf|Q6?OI?#cwNOkRPMAfB9neFg)_L;2XIx$|@xUmQ1F-
zLat^rKN<3!%Zue1tnuzOcl9YIZnC}22MlX*=*ms|HcG&fZk~q)S*w*YKf~{8=BaFi
zl);`WSHGMX4-}pD{5lJD)I8w(s+-HjQ1Ofg!$#4!1$DsAIILOW*8RKUI+v})NY{1|
ztI@4jy{jg2wOH_NjgoKZj|ippH>DR@e_1(fp2{Jb^@=AUv=QpSsxg6(g3Sq#8S~9`
zIpK!2=#3apqeBHa=Wv9ZD6-7-8C^XcL+)T-&3}>MN&2!=+UeKdhLtY*r0a?|+qJ!y
zPOPY%F)y=j**lo*;wjRl1={0>(x^cr!P$vY?RHYc$6F8px=!L~go0BoC^9t)kD@^A
zX4_$TC4BYKNng==w`ikNnM9b-!~Izs+XRW?vO_`vm^vQrJjUtPhh6ToaP)A{g^~&0
zcj$=%%S>nKi2-kqxx;v)+v)Q$D955CzU^G7f~_4uPnp9xu7+26Ze9g1G&SBAtGZNs
z3BQQeh+g*+7}29eLk>v+LJ3@el4U7u<|x{Ny+Oi)#OonsLSnt|B6S4fSVc!P7*J_M
zSk+v!G@%uXR%w2dq7(6r_f4qHDoje&CA7T+=4kJM$@otC!Wp1Jc@#m!`cGn5tY*`C
z&pbBU?4fK-PshG94L*U`D74n72fc;~Ja-Xy+57g&#xPJA4@K;sbdzv^TWy3aAhfQ!
z2f);{MrUBRk0)fUX_9L92CrW@7FW2x`HPpuh{6k{4G(Y-sBrU>(+)`tN3F^DHWiv*
zObjm7BA<>z4#^V;OTbn+I7h=#N~l5S5I;OJ-H0L5fhPJNY%wn`FS|#p>Q-daU)9Ga
zJJWSS;<5y#a{OBV_^?nQykX6GIFD>)vUI#y{j&{*XXNc=Pps-xY$frfpwYe8)RxUh
zL=sUArhu3B6(K9lb7K}l!Hr)v@n&KdK}Q7br2E|EG0}B^DTGb-Wle`+7o5}7QjUaz
zFdf8C*Um{xb`A0t4w<P(f2s;yeH`IPuq6YKS0?rQijG4=VuD&j83B~!T+71jb$35p
zWVf1NfF0t-oc|NnHE<|<C>7k2J>NPEvYJ9F&I+ikV!9c2WW`6n!-6oQpQ|8bfUB0-
zY*>6i94t(v`j-{%2oE+CHoPE9FC~j|oOuNga;g=6z@E$3YqczPn}e8<+AcQEYsD1d
z-J^BHx6S1g<bk0;Ul6~2f#<$*NU^U~RrOTh6)nVL)_J01zOTPDF=*AO5(pDI=t~x|
z#`pU?_CY`A4#>Bc;qy9ln48S`8pV}w_&<M+Cj7Ou4+?o3b8;TvG2cPl7A9WyQ3^c*
z50&Un)JF4zMz6OclhOztZST}T_fvg0{>(6KY8ZEK_@Zn#C(%fu2}pPhAsxS<id>3g
zCy7Av*HCaLa8$V6=PwoFX3+X6EgD~=&SxHzK7zSI-h@nSLPQa6C6lxHx4N^rm$Ic%
zC&HH|lj{gx1&kj9cMmqR?{*2rTQ4jN#mJ?&Rs-CWlbGw!1Q&U-)4w^#-(Vyt+cGP7
zai(nq76}|KEV;8aM^zyYxLCPxv4a|kWi+pFLJzl5BA!o^wX<fpp7Thq0Nl6Dn0AtG
zY))}yTWq4!DE_<fbKuxUN@#S;Q(fK#cYe&B<-m4w?a^kMN>l9@vsqyCNw(Yu>Wn1?
z2nxblLne{isw>@$<T#}xoNT~x-HP*AOk0M?x~>T3zWHcaEiQ3TE5vxDp{Q_d{5d8B
zlh>xU-%<4E`q}CBZ=9(526Mz1lHfuV!D67xvIkVk<|(Qu7?|!dmtBExP(OM^!nL*K
zJ@+K(4UIp<$)<L8=<?Wimz96f*V1P{+$o`)LNkk75A~Bx1$F}$biSNC`WA8g;ggA!
zGyKfpPxyeZL>L+Qt_okknLpl#=ZdvLgh028d{f@k9S%B>Cj6HAa36_qxrw~-li^8T
zkTqm{!3l(1_#SoWp%9?ix4EJwB8Odc)=PdK50Gai6JF`F+;bQU{BH{1b+b}4hKee#
zY)gwc2~EB1iSTy1$vR|>Z*u}{P%<hHz_6nUrQ30IHdUedP+w=c60;7#A{jFXem|-P
zj|Wdm`6C}iHqh23zKZ@H3b4bjqX^GHpzODdklXG(zd{(mm!R-z;VRjpwyB$w)6g`_
zpU5Guw8)z?VR+YhkCldmVBIQOSj-GJ!bcrq#gRaC%hp>VMMix1!2#@i`H<IT#-y^K
zA%VkW@SWpf!PKYn1O5aQ1rj=&*yBh36W(s$F_sOL#5{g5HB=Rk&qmLkWus=c6FEZ+
z#@O15meR>Vl)vU;mr1a8Z|7^U;tZOs!*fMvS$}}ZM2$5y+X@w}k^22QOo@mZH*2Y(
z3aCp>sF$^**Yhvbh~@~Z9#ucZDxi`5wDyP#@vwcBcdcG~aiq4>_nixZ&)Q?bZy8$&
zYaZ@w;2uuL#Cm_Ge^13~00mn333?svt&2}vc4g_R46WQdxyN9G&(mW^HliOM+3Y(?
zCB}d%6kxADu7%4@zru&}#Xuy(xNg=y<U@jvBD;$U#7j>DUscAXBR96E$v27+A5xox
z&g<l4%|Z9|*_w<<6=AS$>lgKX?&UjA{^>{mQ0Lr%lPN{J_yRtgUa#Z4gC>DUb|tty
z5H6inPsw|<l55W4la$4%$Oko_S<f!E<u_>?bW1U~Ij7{9GRFNHje8{68y-Mz<1e%G
zQr;HWAO1E1%l392Dv_7`0)ig>_4OuWVhA$?n#oP@r^wSoMqv9ORe9E>l^jN?<i(M$
zfAWn$1}_CfuEn<Dx))ttC)g(f;ap2taqcCqn^ylY<xph5w{tBz9NSMwg3B!!R%m51
zUtLBH^$vKOpUv>hkMty8IG~Qv>HzbV!?*64+|C$2T^;YptxBuw3dqW>>#Fz<t3VFk
zF{@i9PoBy(`dCdop9qSJt<bnVt+_aj*fe19aFUnp?!~^Iq!&>Nf2IxeGi&rpS&;hG
ztJeT>^@T5thbJ>{zHVqL2B8KgRapmU{(AM!?^%_8>{5)C2ZCbCdgwI6W(^3E(|x4o
zWSYrOz`Lxia2hS8_;Z=@uS8pkV2kbU#06|9@t4z-D9xMD!GcsUCCm)Xl>YU-TKc^F
zCIw9`d1d+NBxSzT@Yy(mYLm3-w@d4RE7@T!k;rTY9u^fpACZq{fb;q|pfEUBX16NX
zc2=0Hhl6UxH$LFnjc2^FP%xEee?Ge2!)LiQg5fnjn|mJbo=kc?{CpCkpFR#jG8;rD
zpfGBE5{=khM>@=P75)XIp3Pr*GlaH&_%7{%GX<a<`H%9GkKi2Opy?kgu-p9@7V$&Y
zniO*LAN%&UIo|GakkP2WAj4U?Ii)}6&nh?Kg?nOep<DC5+(f6R<%<j{ZYI9xnwE4=
z9UeswgX_1*(QrMTxaj-8E@sGqWMYK+W5EEPe;ofb?iS_!w(U)Cqe+8OX?3`zsNMLi
zKJJ4oB1wLFD!D>b^}*ysK4jp_Mpif2X&6djVQ`|`Tac`x#j7J~a_x50vXUV-P3F~8
zz3-!|7Pj^m`)RPmYu#oq?v<Id+S_C@KmUwsojbD=cBe7G*=pWQb3gjAy`btje3<R?
zE9@THC`=U@mvAVf4~NcKIRz<MO|CyK%`JYRJB%WHn~XY0iMsN=vstHmIGE!$wT*EX
zUO<>ggP&O8<i2=P%g`6pb@NWin!D;_t4=-jjC{RG7WdlPR#mleziJy(bm=a*wF*MV
z#L=qmsMeL$`q|h_8{+|R?)q#0W5H=sYH_rAVd674ShzyIG-S1Glu0MuNLdpZ+bD6&
z<p;S~LYEUrA}pB=8S$v0GeKr<Rjn{}k>^%B_sLa$Cg??*Qk)5M{+Wmh8@Xv~nV!iU
zUGEoXCo8Kif4IXfPFJVBK*xRoyc(J;xsmci-V)e}@vEq_Hj1`UGuIlZP2t4j8CZGw
zO8@*V<5g}y+F12+xd;??tcB&nqkDGnx$net>av#^+1+}ofz?<1aFE!o7%Y`n_v4ED
zahRq@;VX|&@n7PUB#<+$c#hmLaIWF=hQI0)!g-|V>LAVx_S<Z#uG4jSe2=|GR%h+9
zlG46a^xU4_OdHTsTq&Xn?8;=2)S3`BlnW6P@qJ^8??{U#WUiOobtQTWw&;MCmw__!
z-34!d`Ndi+NhA6#2H8Zv0FNgNh^xC^#_C+V;mRFjK?bw^Jf!f`E_Nrd*e;=RdnKvN
z1;l7EJ@>l@(|2u&S41*rf0SP3#3QxbuTnlBtW(%|e9+D~mHNIG<CK%OYm_`7BzS7h
zkgeKg?8xc*HL$MQHQ&ei!NrSf&FM)%4{uk*Bo*heaFq3m;tf)t{e$`sWos~Tkyb*d
z&hs)OhBLdH0f&8EyTziGpm1^E4Q2^)pz_JmD_t4oa@E{?(zkv0^Ltf2o${v3j%Xim
zObTkvyau_Dfl-JEEdGrj;!(+;s=$6Q8w)7B%|(o)@}TrUTiM!hk-gSw{$%|!jgh!T
zhT5`(!Q%)N-nh32E)-MXWvHDi5E2%=KN0348cOeWW?%s^ad{>czs49xLrCm=2UxPw
z*BH6i`6e>gutxJ>W#WB66>hQ#pW+Igb+*u6Kz3rc$q}sEBJ8lXn$RlL&Bpntm}2>=
z>yQ9<!e?K5$Qn3Xo4P$WUvOcpW4x)d&bILuVq{oH8&*8#WnqH@jZKkd#=9Bz0}gn>
zh4kFb!!Ka6!w=9PwV=qalsxvOyJ_QIaFPm#5~+V_&wtzv$Ewp!LNc_<#+Ur{L5rL)
zN>LY?jGGMu!lNXtwKJ=t{L!~vDOxs_f@fTqQB@KdVXBZ0l6X8{W=wgDtO$i}vsw8*
zm=PS=ZQ|7Qdd8d=HNXIn|E#c_-^(C2Fe-efv9RFXjLy2{REm$)PZwMeyOnv-VAc{%
zlTN*oL}R~7`kjghKW$!hDuMfO5(!&abX4neLMX35`h6hzrreN~n;eh8e)T}`XVUVw
zB#AIeLa$y9v>vJr6Gxzo(3pqT0OZ3t^ts}s*S!awGJgjFg+b>@JsFVleSJIhTBmR7
zgUC0JNQ4X^-nhkx?EX%CqzXx(Jg9a7cHTH;{k?S!WmloG=dIs~&CqebO*`OldOrS4
z3WeMPKF!QoWhjprC#u>O@*@QedC+ljj?3A>;t!)M9hOa8SjAm5ZzN-{z`g{$KQq;A
z6;|pC@I{NKDGAjpw95V7evXhYR10+G7QYGIIG7waK-!Fn(wW0Ll+DxEIi#hrjFyEr
zvS)m?%0YRh6)u&Df|_t}a6oa6ypX?U!w>>-fo75kNeqql&^?b_qqk)~FP8L&*|u_`
zdt2y&-1C~woCaTgmN{vrj_@BzvVS5RH(}i`S@$GW@kd=pwP#{`)l)@3{b4{e{KK<w
zRJTA_8a^ccx|E&u998zy;;-5bt?JUXk8n|vWD+6^Rr6!8ZkH)AdE$z%0F0%p_57iA
z=|S4IW`9ptiBbc@^g$iK4DH8r5qa`{@4A3t)AyvQp7XYYlwOVs7B)dkaz4B|b*=qk
zEX@__16u#fuoC4bF7{Lri9h3|pLX61G1zpLa_#QUg~LiMgFucKmgT9(F<R3s&`6_Y
z>(k;waOUzZXP7{<>$OB715CiGm!Vm1pQD3B;cNj0Uh@mQ2q7@IPoEfKHQG{B^CPtc
z4LS3HV_o|jmD;gz5~9Y*;zf>c%qu9G5c4@#r%`t6h<!Wc>xGWsxWz`Vc3imf=9WHD
za+R#qIe>4#;I4M*+&;<haHn*F;UxtV97apm0#Oap;NY8H+*62J)WTRlJ8cdq=O$|}
zVW)+0KmsRBgolKmUpb?_p)eq&%XQhVQ;ALW+8BRhQ?y{oJM|rbWbAzv9_e5kE<eES
z_h(m6G8!HnWcvVOyS6rb+{hOZ^&@ANk5u@Ff0$p8PwVMd{YI(EhDsDfsUs2RLk>e&
zwc(qcwDaSqvX8~&Y>fibTLcV643?k)Uo6sL{q=eJ`;u#4W>f*2rj9&R;?Ht@MF8Uz
zFNiA{Tqfl||6)QBCTPmNRCi`DwU#eRGgEWy%=aDb^hGF;KC1+tfhPnP(od{|#z#a9
zarMDj&Qx}19!Agc^eIQwx>e2$(aAl&P39ATVOcS-FCoC-N#VKvkg<sHdV!$Vx156j
zSV<3CxT*s?#tPfJ?tg>3Rox}}j5ne2VdaV1zLbuFFgE|b^_sj<WmreI$GH2P*h%20
zJb!NOOd7)Umlimf=bl4W-|b7JxzN&Lk!^O;hWoF_)9E@jk9=?7{Uw8Wwa0gF3Cf#Q
zv;5MF^G2oio2MU54G&f5BF=_K{Mk1c=S_8`2j}86hZHigK0MX+lnjqjPoU~Fe`Ovv
zVfe9-)j!M|R2H56JuaChG_fD_G~IjTZJekp<SM(V4l~w)+tDPj&e289-DsfW4*(9>
zEiMqvf@92Jjd))zi}aMu{!4`@USTMrlh5?ei~(BC*2Bg&JS0e><(2pdJr2(e%8B|N
z@zKVZrF!VFW_Syi?)@>LBbcU=R6<YrvAkF*j9ojc63nZ@_6hR?^i*|LBK#!-DUW<>
zTNAR-X6JMEbI{RD-Zy$2FWj4>!M<<1Eq)WUbO&Acf3unbA(5MYCs46VWKpB(G20BG
zFpM(oQ)RPel{$WJ0A3MOSeX83@NMVST<WVi3uYmB`p|U9_IhE45c*MVpdhJ0JxE#<
zu`t+lA9UK&2-(-&!%F5%k+Fp2@B>6U|59kvOwBCN)*QUB^N0sTjR@_w)wi<~ZKGY)
z3I4bw5_nKW*YU^hYRV*upS+iU*aDDtvKp@^wNLvu3#JAO*B&$1)id!k%2Bz>MblZ*
zS$N<Pif+c7$UbRJ&KK!^b?yY}Ugmv0GG2Gh7YOKuochIzDluIU>v<Qtzk22h*jFrp
z3-t%4sc_3OSn-JZ#5fIGBq?{49u)5EMbfwXqM;r#jd>UPT3J|l@>(&(izv#nUhfu*
z*|5E3K4gBB61L)5@0J8JOQU-tX^weYLmNF_XV}&`?16Rxajxo^q9G=;DZz1_pO|V2
z9s{9Be4!+J3ox0Y+ES6>|Iw5xggDjP2ZRP#0+sJxQ%`kVUDk=Gk=m5fA?x$a`1T6)
zl`3^WK?I@X4ZuXwOhuMb73v-Z=9GymfRR3S3bKv48jFbykl{V~_(OIN^cskVYXS9h
z?;U4fF+`(Osu?6`^gA6yRWrT#QG!ihnsTi#W&ox;R4=KaviSQ0lo?w+2vFugA^FP&
zr2$uk8CVD|M3IvM#16SSyy+PDk-~Lc+`QP><{D-D%Jtxpr-pL|BI#X71zx1%2;RuC
z(N<JF1Oo1p%@>`<nvL)FChV)nK)GyEwmwf$JgN|1#Cq`K2nUT>n#yd-ch)?@Fe~we
z(WEfpiu~>k4?t4-JsEEBC8dmB1*}TgSau;i4$+!gVCY);35TN#LZeOe#3$tZgn$Ex
zAcF-1&=5|V1@cw&4Ly!;IWdC4P~I_L&~()--_h2`&RD1CFBbfWaPsRbQKZRPB%b3`
z(h+faCO9R)K(oM6OW!qgL-2*8F?P8jC>-vz1IyyXb)u?JD(uc8t)txam%Z=BMt=D^
zG(e%QjgPL2o^|C0wa7q|^pt<OUwO4Tfl&7*=FVb&Hda>S9sfzuY#UMzVB^HPm2lKz
zXV^nNIjr<KPCWWd-2>Ros!q5r?(V^B?q-MMDYDWwctgSxXm)kZ^3h8r6J%Kp0Jph6
zg+PR?_alPss3+XsBx&{F8@yoxb`;m)#BA3mTe~86cX!#eOIy8502z5H9B}z*XV(Kv
zv2Rw&L=4jNj7$;ESAR6}hoCR<awhV}jzGgdeNS5lJaG*_D!V=j{xgBmM@p(MMVlC;
z)ngeP4jThWM{boPp&%Dwf8`sQhzei<1&(Jo-&j9Y4MKI<nJjCWEp}u9k8zA5hbn{)
z4Tmat;9dckNvROEpUx!;->KxZT38XeFm?!8keML%IU#6?&UiZL+yGoBpAwXR<woT?
zh9{H~%uOF71&Cri9e;OnLXhjA_rlUqt8JzTQ**eozNl`J{EqjZWM)OT5{Oij^fCrQ
zuXbV+f&^xKPzS2ZSJ%d~+6jReAlN|SP~ZAI8S4*A4oD89Wq1e*w+e`p1x{$Pl{8RI
zhKX5;l@EkWxsIINUrQ#i>#xOkHT3^T!bupDs86bb8in+7y)W)3U$)R1t(i+OF4nO>
z=q+x~oW!lfAz)xJ;UlwtH1t#FGEqH<y6SMhrG|3@TRpvdQd}Lbq-Wj8A-}G1v_IGi
ziqP;62Luz+T!bHK@;Sx0Z$iZ@Phc2i@NlIuZIz82oz+bn!pfwTK<Y*1@|hknlH5nL
zFu)%^Um^dzA+eQ+F6|Y}zy_=-v>baeI^1R|>%W$pf`j3ZLz$sea3WO`{OK&DTfoFW
z?XrXAr!g676-GqFb{+zUyq-zF*N;4((IBn!A^AI%rl$qHJbDi+VOuq*f{`$seIrUL
zwBKA@DICEtK65g)fh$DesHLH@8UZ!-habWF8(pjNyM1BgcA?_E+D{C$*PmcBY-EWR
zpZv&FxXCc1*;$P=c#~ngJz2>XR+Q*EVF(!{$#3g_&W#hZYu*~XvzsiYjiP)`pQnoS
z_k6;FH|Uh4COS}lYOG~esyU2Xfj3H0?@dm=PJJTota;1XWI}peQF~;teF4Pst)b$6
zwk}7m3o}&W2QkD7<l+`|r_J-P<qfqshZ(|T9N??@OROIJ18I~MV~_NIX9IoWh)Zoz
zvZ<&j6Zz@2Ur1xbZRNc3Lh^<Xf--XZCG3o2vEU#Ufuz&>GXq1_`)w|X$1d`?uXd_;
zQd8TziB<f)1KUqnU&PP(t5TaX*pQ_j*jr>%;|>PM#*RM)>sbbzXMJ{KnRT$yBWMC-
zxyLYVKUMFl!(FULM(;bGXz$#=bcTX@Tulf%7heT44v9`8(($-F;e-i+z<@|c5qjjj
z%qpolc0FUXCpT_l%9MNp9`Y1S9fd6a<kd9nSoQh%Qg>^O7l{3882zCj1OX0?yDxxZ
z2kbwk`W^lX-)#rOWl*JV9@Rd1N}Hw+6jd<V7InE3n0jUX&50V;uXl<OXX0;o0f<w6
zuQvd>`u6H=QT^&akfiJJ8)78AkblL7BLr@Kr%qkUzeTym11W8Cy7RXrYl93d(x9OQ
zdtkscLk{%+zT`540*)p8khL?yrRJX|h{b-z{-2=_;4Tb44T1rxiwq*ZDUa!npT|Ae
zeW4kz2Tx)VfW#F7?)k-E(ltf_vNN(5_9u)%Jqa9#R73@n3nBm3z!jvtz%C46iBqHg
zWQnt1&L8xOe1Rko!9ONIR>E-pgaVMdjQ@2~x99V5Dk0yP$Jl?yS3r3|AVI@^fa)lM
z4J3_YKH%f=0DFC2LdZbK{|uFhA`fKm_OZCaF$7?i{~Ia`FOCRn)6NZC(AEATeGZSd
zGr|h;+X^FIDBSQ6QQx%xE#dx`!~Q!`{&)Hfu=X>|uV*C{|1@t)<yA!Xt5B@p`m6p6
z;{00~;Rru|V!Z@_alQN<ygnCqjkVVnod%^o^oIWpaaX+{iK4!}JHY>3=Dz@g{~c5o
zo!r*@2)#h^?*<$G3ao!8bM@9TzAF!7Y-8l;<Y26C{eER@U;)Fxh);+Ae!<8@$HMk^
zDf91AE-rjpDPtQ`Co_Bo7C@N-KCP0QoiRSGnyi6^v7r+_t)jDm(;p?`*7~M^8>;3;
z0AW@Jc6?efV{=n8CwvA5I(%9|TPs@!MLT^%V;EW?V;6HnV^IfvH+))g8z*B2J6kJ#
zCu4jk2WP+o1k9Zr<%}H!ZLRHWZH#T4@Y(QbMa-=LVu0UwIU!?1TO(t99v+zARrvyZ
zGC}_Vhz<^{a&Ng3!<UmJ3NFqA$i|Lgv5>RzijeOc5HJWB)JOdDEWXg+mw%W2zYBn3
z{+|;5k5od3ZwF|f)g1Z12;28yd=FbzM%KTBmi1o*E!&?#D}&F7Ps{%vL^kh{_B#X>
zL<RoWu~izyEeXp1F<?D(k{lX?*bF8LT$t)~CrntXW)LzlNH_?_!nH9qI5J|}f#4DJ
z*sA8EHOdWb5DQwoL6$#0ROdQA7zp8JYOA0EI2NSK-lD51uL*=*Qb<|C3eXVh^Z-r&
z;_e*F71O3a0#T5Gl)U9vsu=aWNZdIuzm9qx60dog$0N^!OnZCA3I`TM=3d-DFJoJs
z;=*rqV!p}cg~nS*l?8_Z;vN!I%u;DrMD`t-2uQ5#=-972snv_UiqIHGi(nftNKcON
z<90M`EgkCApWQ;l5ktrDg1%)bMf?8>LaA1LV~dk?9-3y+q0UfQR3ke3N&f>SS`SK4
z1PsX_zfSZ4B)F)}_82XMG*sT0IldtNrl}B<P*Qb9J<5NFJ*od9-5#N)%7ym(WI~xr
zD;Qx6-@3l)a2k;79p8Cjv2+?}cWB2+bs0v8Bi^XM^2>Zv9V1@VHn=YK{#!-K9Mc9n
z1czw+ji<4Cn&sDwueWlKz{IZR8~?)W@8<lYwPvIH+w4rg%QOM4si2^MzN4`bKEt~&
zDBx@VCB#VgTj(DRIwSobGXKlQHBVjB5sMkab6xiWF-B@RX{dO(tcI%=1p@<$kq$!V
zaccpd{wD9jAMPzWqbJH`o^n`67=E;-4CQRnm3@7Z?1bn=Afo5Pc1Wy=!mq|$frMP+
z!7t(|m@oX4pS%_vlC6T9GfuwORLGj?(36;n`w!8NC0}G?#!R46noW8%<8V*BR2Q4P
z7O^AGy!I|dxMY&o^WO5_Y>gVkka%)ucfC|S42Vd6`XMrRJIUReJ<s$Q+J@5^5bDvd
zq23e1L6|*L!r;^g15-MnW7I1TVWg}~3^Ud+7;gkeNk2J;e;SxnA3*Ueazu)G%I`h3
zn`=MD?nXK?*J;8(7=nTaOR9_40#^;O3|B4z`h>h$09rh4>6Tc}QygOct6-qiIU85=
zGj3mY%_*y_(Jhuu-_>d_{$cZsOA_P5iRofetaz^!w4pzZI)&KGwlL$^_kkpbK3s#f
zF*U<H8ab6wL2@2>HBor{lLhW*>ZS50DC&q4(;01oEa=+iMR|E}r#5X{*P6DUH(r9W
zN26q4KiQf$>5R5mz+&Qmzme%iu9t8jE$ICGH0xBCwJL}*8^EM`iNS2@X2TRtn%kiG
zV>gFJVpgnsc7punb(j0;W^{IA_$Z|lJxzscsp(v)pCqd!l8aWPzYAII&5i4U>D5uh
zwR-SNd)lPOUiQukd+Z=)6~6rv5~u5wL8Ja~1I{i<jF&Pjr%#D)&tZ%2_f$h>tpTo+
z=i^=?IeoEK@(>uVV{llBT<HF3kGl<rCN<vCj_g+wA)QRB&udgse2If!IdTRc&lVwk
zB7m@zBBMEQ5_?Ag?9-P?5yH+9M2wR#Eh@cIQwHu)70xB^{HM{c2M4+XNc(BqozW<0
zqMwg8vvC|O75b3`ZMF#G7fey6DX1z@zeqPTV@~2Z(o8y;DGTd?wpBnSqPnH`TfucG
z!NJ92W=&H!=U-Ta=$JQUjO70qE`F)<2F|L)Nq{NZCQRmw<Q%}Aab{n)sqFBmUA4ZA
zS@mdLnp)+>L9LcEKy7M}Ks}M*Mm=>E-EIaP1My`d2U*Da0X5tS-+f7FBFw;FPMCNG
zSmW2Ciw3wBXSf#9EvicVOc?q}gSFdIKFUkj;Par<EZDr%*v{ftsD|A=N)dx)%^i~H
zU%;ZSt29?+()QD(okLYd0{B<z3+RwhHyvYOXrs|b*LksKc8od^lUfb*%=BDS7`CU`
z71<fggjwWmXXSKY6FUPRWP6i0Gp7;y9mgC9j5*dkump?M%$a;sEwo3NXiCiw)aq8%
zMviQ(P4AWm4d9d)r@nCb*Ojo=Xvyx~T`ktMTjdEMk4_rS;t~%GsnXNY6?IfHVvfXo
z>*mLwDTIMk&|EF>p!5k3HUnixFZ)1s$TH!{bOY1tN+yI$Ikn=_12TAJpQSe!{g}hw
zJ%*Ofnql5t>9eR<8xfYzm}l?FT2khf@b!LoySTG|-tULIwukR+T#l|F3_(<@7t`Z}
zNFLGVAWQcLrU3MNlg|t7;lWAVzId#2El6yb@#x>!hZ$V6dBOc`?476qZRA9zGg~q8
z9!xf@F%)&~H)08UIL{t1prz9XCSNicSEt@AF`XWjs2&xB+ku`p={b0|P@K}W8^~zE
zE(yvxT%}JZosY|#qtf4R2<qWW>MfbwN94IQ;8W3T6W@MZ2dh!<t=1~y?IBk-8E|DG
zm1_*StBupOU9cow;9kP!%p>CVFI8D7M49AE8MH*Wj}0UoRY#<XDD69be-rR|Bgge(
zKc78$LcoJ)s@Qr{RKKMq{5I<7|M?0%Sh>XYZt{eXpBtLSZjtcg5RsBMD;&&c1u&5M
zLBa&|Z^A`<8ww*kY-;xbd6UH_-h@=hw_V>Tp_&oAe;6m2c^hjsa_ym``h_G8E}M|>
z@tE$14ij|9&;%7{l-t^Ev6HQ-d!4F83o=T8r7oeSSYM{HYA?9UR<%qG5VQl)xT6}<
z8dx{biO(_Ph=jFct9I<`2{z!uK;j%b3X~CdP-6Px2{U{PTUat{Bweu-0|g0uk#qsW
zCKrej*g#{iGHy@o0KNqW!%Z&sF=6e-8}5w5UU|+8-L$37KxjEamks~Q3fN~D^y_`<
zg22+eWnL$$GaQYWMc8=VPu8jiFq$qz{pPQJS0Z|=KI8H~xVlZvd)qkpM8&2Kx+Wz%
zcI&|4+BU*Te<U=}i_Dx@Px-ma7F}?3NN*%3$ChBMA<UG^*_&*gh6Q=s=XT=}z~%|d
z*dA5NEtG{d%Y5>x-?<)LYRh~^fPfU?`yczwKf1d2ev_V+p82mn5dcyC>`dSL#6MAu
z+#e7|PT%1jcf2Db0NznBcC>YNFf?|=XJq)ZM9>xhT5OyE1@FBoKt$Tu$Xs8*_6v;W
zdjShQ13oJ|gZ4W@`Hiyv_~-lk-(Mx?U~8yo?1T^KujPb90IxRw;)JjLPl$y7E+*(m
zkN;;c&cg%9(g5%LqgY9a9)O4duZ5viQewiV|J{izDY4?yzh?sP2u+C{pYhMHfB)-W
zQ0@JpBG&ZyjDLy&ZvEo}|4Jg>g?<A*#&-}1c-+4NU;k4SC}Qhi{r<HM*6$jHp$FhO
zfMW19Ss4I12|GSB6QEKIbb#9aL#@AorKp3gv)vzcR0Pz)LEpyF?%fcE0F)@G2*dcN
zE@;Jn!$e7Z6MZYkcNqAekRYWJloGiT9qSY$Q(X;{Djh@p45Km~ef0z*9UYw#9ev$Q
zHIo9lgff)sfZ_y#7`229H93X!h&=fam<4E&A{~%G0fUlaL$o96HMe6piq>VP%Z5UU
zrI|^lsX;D~ybYW@E)<Zj0Ac07aI(KZGd<nkIXUBBdHTOH{2z!Jkb(d4EBO0Y{M{A)
zX)<wZMtr8<jwWu+0K@oaO8=kC_s9Le{Oh;*0Gj^O8~(TOIurBXcpYG~f1q-hKT-LA
z;CFnc-(m1B1aL}P09ZFPwsUgUw*s&M()x~;_)Nb;=f8*YF#j7+e!1Co?@gZW6G#pL
z-2{Q%_5P%f3yAg!p80E@<p!ZT%cn6hAAZ4IGq!0uyQr{$Kt`a5ys{tvqc#4h{<}(;
zS^kc~zq03lI{AAe@E$Y&RV}g70a%Uyzk2!|VgFzBbnFSKrPROlx_0(Dn&2L@f`yzT
z&UCWt)ksR;TM#Tx#VV3RnvBt0sW*?|P8)<niFT|lL{)jGgNWKpD4bj|px~mfj)t~i
zobbkIIyRPWU4bvW!ruPSd7PT$YLb4Ho@Ba~#O`=|JP6|T_c?Cg-VbXdhDv2tOlW@I
z0-WRf_aScQGejK)k|bFgEs1~=5&k@EZUd@;86>r-;bwa;?)}i;KZN;=1v^j=qjB*r
z$OUy5E&7Is5euZCxV)Ylq(X~THizh9&2f7XPYpbW+ZWt0FV8WY?TZvl?4^?#n{P#p
z6Vr)7(d}L6LnEgleX}LOu?4NfgqmK1i*^l?Lc`+GymmM81_*OdakHH4X}D<T&v*=n
z!a^8RtqVh08k}bnjE;*~HLV$NuogS6oT`rOP+9YzhkUwOkwa5L`uCu?B%ylx`xE4y
z!ww@asEb3-oMv|+yQYW9a}0v1tJ+YNk7uqF-)yh#&9#;0(T5IcXPOp9lbz6APnwcq
z$>QXw+Vi+)AhrvsTar~uc37f9dlpH(d{`O|B)wDYr37-No0z#RT37m5hZE@wRl=LD
zK&)e8H|oW2L`P-ED8u7(Nk>Qe%AcCF7PWer-#}R<q<ZrP$4A|CZ`Z6;Gs^RNRN4%-
zt>TtCBOKR8)p(`2OLsZ>bTkm%DaI2Sa(v-T-47Mc9zJ`odFDnA=hzR%1$mfgEVH94
z9_v$-MoQ|uz1m$iPDS_qvIF}}1acfl^{XpIX&>=*t%p%6sdQXsjs2#*%HjmqsCnT-
zf`fYQR!D(uFRG@ar+zhs$|zzMO_{4TDbAzo870Xc*3|7pCawJ*m9I9~*p#TiOV|EQ
zTn3dA_1omBH{fX5*UNQ(jJ{;J05a;2qrJH)Q#HzwOCe2C4=sJ!lw~eV$w$>jXJ6tI
zZPmzFcew0JL&B@MFXsr<C7e1h>|NhH-u#!I&U$-=Mahb*N^>H0=TIwK%UigP)D=vW
zA~vmLwcEb@I-1}rjt`el7^(1^A-!_Q$#PP&pSKk|Iu%^@5Q1Z#c1=A`IY-_M%(!hP
zh2uEhURUSc`3bzu;q@%rQ^Y%<n#HQEJ0D0KHMq8atZBeq<Ei(|D!O4Vym7wSz3%ly
z{knt_*&5BVDSNNz=vsQ*xa4E?#Zv0_aE5+E=c|u+_4u-1+gI(MXPw0fC^eDJYUhTr
z;T`TzyVGpakmbrrQsC+Yt)FVKFGMB59(Ba!S68LiJtwkqW)fo(T5Rqkh{bDN98DuI
zs;(J^Y=^$Gm3IFmKJN|CEDyPz?K;xT?{$&GjghcwE~>psTD{uC{81R{`QNDe$MDFa
zZfzUxq~mnlv2EM7(Xnlt9oy;HPRBMnW<?d-w*A(9KYQ=v`+n80Rdv)FbB#H!ab9bV
zyU^8*b>?6-c?z5Jovf6!owYlc*T%QG?a7%b1NPTygU-L@o{s%f1~$#T^sb9AUk%kW
z>lv;bio&Y|{p0od6ZvN%NeQHP{|Jd*su6RU4Ra|rR)qx-Z}8$1DZs<4c_d%;RiXiG
z9?W8Mz|Ox?TCGNIfeHM|T5My|S1r%5r{I1ty6e!>8>Neu!}zB1Kda#BC)*IxsM&w_
zEA8k}(w#1}@mFVRG9^nCGtATvUr@%J3D5N`I}Qv<Mi|O<^Y@gLi@?mTZ^)60PT5yB
zf`yLEe8L3kk$9RB5-FPYYXU1zPAdn8%VT*Icyqo!+VHF57RO@$p7r=0>d>CLG<QFR
zlMv?uIqBcxUoOy+Hp)I~2GQh_u0E*&^65T25EwPn5la2CxG@AT3aO(vw!pqp5+*eT
zTgH4-h5%w<N!vJ`-%}d2IO7@6^g{lhe-`@Oj*D{rKpb7Z_N$iUbcAgspj#~k8;d3T
zq5@v+4C(6NOua_8$Mfbf+7wEum|-~mvG&vD^>fBI`4U*z0t~`Ao>y0Ie#t1mA6equ
zS$Wj<VxZ*p(i+L!nuMWqB>2+wv`*c{$rWHeOlR|<0KQF+Zdmd3WS54lP9^`sfQZB6
zzI|9S@Hk&a39ws+_aT>UWf&(K!3dtg_cL?2@5HH9i0@qdX#Sg{zBMcd_WEz{#*z#n
z%e&`cFKIh_^xF(US9PiF%ei_jXD*?w3}quMJq6St1+~k42R*4jPVXOAwBiBuQnkyf
zH*8~v!Ae!q>HKzNxplEs&SdwZy=d;<A2}#?;qbK%S{OPG2D#Aw;5bedNya+4-y1t-
z4gr5(P=(eAYUr89%RZN_=cim%-6xMZD-}1th$L$z^CHxpRsj=Znr6k_VFD5Ei&gIX
z)M{5@WeMmW7<~YqkLADoY!&5JL3}V7lV9US*|smMV9lSi=JGYv!8r4UDJ!tTHrMGy
z87Yn4oUYj1PL!)`CyI79p?kI!WOr7<S!!?Inp->w68I!W?X5Z*Z<c{q5L)~!B_xlK
z?#(UJnQ9joPP5ovT9JX}tG8KJkS|CDsKJYQvJ*=9Hz%=i!KmEK7OZXsJd4h&1a7&P
z{ZTbc)qSgI#~)^~3|TJlaD|EtmizS><gkK#khjVozDA%k+lKdQB&peW_z$(Du7W4%
zkoi&AeEa^oWOx@GdHdi=amgYom|bo~7WQn|Ozp*-FB8q>*tOS|C?d0kJ=)~S2}0Mi
zp7v~doZ)v-gm-uT(4?OslTM>iFKhaQ1&02O{mxERxBWY6eU16BEHMi#?evo3wJ@X7
zoLWBe&&un@bY1%BBzf`Bnj^DH9(}m8Kii3C1ug5}fA=fIZYR8M01}5QZhd{5c&&1H
zZ0IplRbTZg-FD|h3&p5O@~f+%_S~wq7(9@|+@ll7k`!RN<>f&V-_z+k5Qyt*jOc4`
zJTi31V7I|IzkG%l6wwr4p&b*E84~rDE|{-RGM}Tj{5UlH3TI<-mfX_r{yua6!F|2K
zQAzl7e+w#{yNpTSU<sjUm7I2zR`8_tG$h-ycH!+P9D}!4-|gj?VLgYvi8)6}bEAGS
zL9cL`_pHMY{!UyS28tTXjC6JUV16cS=HW-^QtOXsJA+)>_!7%?{To*5mVM)Der=ky
zL)s_ej-e$TM7`z*sVW&PUsyd{y?hZ=IDSSHbNihgcK9Z5IEtJw1s%;*QC2rt{hK=*
zz3-Nhw}g<t@rDoo&IWo1oo=&GAXTrSB8g*4U@5E_<*vm+)uY#i?#Y>He=I;P`BjV0
zTzp*hu3zid+{|tk7|J-crp;2bCUz_@ta8{SBYt0QU5h70@(V@6l1=s!iC5~@37Qpa
zm_Py(cD8i`V|+adcg2ojJ`mf0GVLaxd@ElawVH@Gh%JV~n>>qb^aS6wl@8{2Bj!h$
zXw4@g6%Bu<AH#M-nUwb_?28|T#9>|j0`pRFh!+JzPV$^fmg`A(ZG+rocNt1Oo2?Mh
zy)9ejYD@|BA+z2SLb#Qii~23k-{t(n96E31yRt~14vZUh4NGzXg3l8+z1Yqac?t#+
zRiMPK`3Vgx#D9`jbR#TjVKyU&Zs*fzkKfxPA-~(}E_xR}20wEeVZW6j%1s9I2p%Eq
z%MglZ7>XsZd^QG~wNFP$@;#K0xT@#;k127<F7bu?!eP=7eOQ8QT44%~W6YMv&>Y<i
zzj9XOVH~3;Aa*Z#tgR=1o52<(58>ku#_J$HhsW*4Ivwcxjdy_1L9KFWz-6t66bznM
zH7G>AJ3asco!0qVK^AV0F|Q35$uCn_o1F*x0pqnlBTxv5PSP`+tO)gHMIOs+JYlJ6
z@y|YpXTN*gR>X}t{{04u=uJkO%AEufeFyHEUfR2=l#Z}8vHdka4T4r~oVLdy7Q8{m
z<|wVyVjz>e>p&^uIZW6}BJN%MCtB7R61q3Z((D<M%E!j(AX?T6Rm;1-l3uko)<b#=
zQPvC<m}Kh5%??lNgNyjYFO&P)qgti_DOr3f!WrzEQ86*FxX|k)p_lIUR|t2xO`yIb
z-_uHYiQ`3X0K)7~X`>MbF;b|rvlXYdlH+0}*ko`q4+Z`*KE^b%&9{jqT}4@E2|edX
z<zwV}o+NlS0uE8=*^o{{82GZdzI~}mucMIPB=;G^)MEzHBi6N0OghrC5iikS8f9yz
z)jmiLdC=t4*&Uidxj9VC!pWGz1nqP-%^7hzt2XDz1#qtdPb{!R<T10c61EiVpbUXE
zRZOPJJ>?2)Y??o)S=6w??5uVy&>j2tq#>h>RVU2WtX1x*LDI+=-(BEirw8H2!(d4h
z&qa88xxlAMz$J=Il?#=GtzbY~Q2Xhy>7+r|`~;`6B!<-bIx`MG9UTo8$ym>I2){vX
z9M+wd8;eoMMEVawl1a3%yA(m)80dMXY<+I)t}lG6yU-pi`KN!!x)B?^54?9F%A7Hd
zis7_%UC2|A8B8oEhn!xG59@nabVoGc&>jR=b7B%1=xat^HS`#>qq5x_wZoPDd}#;V
z37f)(M5%{>b>9P8a32qx00RWuF{q4|N_&$9Xzd5-x5$%7`5&;$NmkJ>mV)vf1Dkf1
zt+KiOYkU3mAKbJM9%Xpsrl>i!%LJJ^KDR{rwh@tk!MmZ9=3z;rhc@x#{f)FF3$!S{
z?;llG4Mb5$t16CfkCQj;b2h}R1ZCh4$+BpLJvK4c)i(Prmg8_iX+fE!y!|+RIr?zD
zcT$3-<NnQq!tYyOFaS%6i(dph*x%h6u_Fr!ncRj^!+V5Cp^u|`V`fZ3vBvD!Lo$r^
zJ;B4%%1Fiy@};~S{E1Ym7B+*UmBe~VLPcZF!AzzI&kOU7*@(<9s1R}>{d}Xc>}%?$
z6mM^NMpXvmMf>>a#~;@!M4%8=7dCXEr>MJt(7*op$>M7a<Nss?**y4MA}DG>Il;IN
z6S(*}GL^2Qx<W2=Mbo?Atpdmtc(NK9%Isl{{B9_iL<JxH<hF5P9Sq3sSVk&;82W`_
zHQ?}|l6!Xt3z<Y^wC>FaLE+Vfi)QS4Q>(fiHjgNo=u3z)zysqH``w*XqVGZHgm*tx
zc^`_gscR%MlHO(fyDh)zGoRfQw#E@f7XFZQF!VL-jy9kSmN~OCf;~#BmE7HbfVxT(
zxn_9kZ~B&jh%<87pLZQ!=-G#wVW8pt1e<v;Ic533-qF`ot@`@I`5Hd2TkZ=3N^;+t
z$H9914%ldpm0&~AG1@L8nT*NS7k#Bo)|&R9aTUVCGu|wnV4ul>{^~3`9!5DZ=1T=1
zz1E@}=f97na=}+xe(zWDPqIYW=*_6sHEGhxv`D415ru%pOR>5!S2#RXk?zK@BVlRp
z(x6(PN_)eiNrb3jB^x>aD~7cP2YdA$>glUlL~KZ<(%i^}w^|rArri0v<flv7Y1YA%
zlrSb185c;v`4K0Fr7UN;T9H44^)x@OZio0i1rn|ypHmZ}K)aLpqF2v5(lKTqH%oI`
zeCeZMznuE@iK9Q4MOHh*_L!!@QR5Xti|y4{+UPF_Wr|!|R4l8!`o00In^Qg%DxMMw
zvJ{+hP8jHPb*lwU0djTo6PG}?A#{{Ek5weI__?4MFEAI-25@V}wWflpE?Pz)+9Dx|
zOIW5{W&e}2=a=zkFzGf0Or1tU%&Bb8MXB0KSNpP0C9SnrmvrsGL6zDvee^^5xxL6t
zskAKOyn@Tqwa1WCtRt>Sv5t~nl>;_9E_nkrl8BPB6|7cC)IAY#&I%(-sdU-IjOKRX
z4didT?-$}=ry>Lp(Y2hl83n`)yOT+sm-V&H@{7m^<<<-f{mRTgR<LXQRZ*BPCZB5_
z#i0CVt$$kxFHP1tr{V+X;7_S#5Tg8x>>yU(n*yphQ0PF<b4<*S3B`Zmha!7j?S_fb
ze?zfm^^33oLuCwfE|)u?o`MVl*yEp3m1IqnpqPrlLEAT7JC@hV#mlO?44{#4ZtN>h
z)v7A`s1rlp$Ui3ri)?N;YQjD*20XA<;l6yi{*tEp>o)lZFL7>gyg(Mo->PXW;prBA
zDBJ(nt~ep?E1%H&|8IeKo}w5655`uMqF6R8?E1RUb+&z%piC_XucTDR;#Ju%`0P0S
z1ieai!6mm>govo9j#tVfqMIFCUpruAD<t>0(s+syA)T}F`&CW@e;lb4Gq_+l_~Lyj
zWnd*2M)U+6y><=R6c5G8F8bb$Xj{QN{b#J?53om>h6IbXJ^P31^0F}}2Eu)Az(I^l
zg%V~ciCcfl3ur_;Fl-utkeA^%!uoPwPOd)?K*)`N*oqvens)2ez?UWy^}CbZ?^1m$
zN<}u#<%MYaKX*hnwBvWS<-Vl+N!huca1Wq-T0vG7Grl98&4~D>=3GfCKHf7$`JNJG
z9Qs!-yk!0$OkJts%>kt&{!{lISq<6Hj7=RY6$0S~ee=ZQ8m7v>s-C$%i?w(MAk{C0
z-h{oXOYCv7*IzDHA#{?3_bY!*OD={PI0v=he%>9KaeWKl7+Ts?lcDOB)q@2b)o%$M
zg>mr$Eqo&(we6pj@x$2uacljV@>fO5MeNydnBT*!nHE>U3<wCoYcUQW&OQ)uJ@-w%
ztrHFB>Qx|?)wQjNmiBO3Vz||kl1!uiIM=y~2-oNCaDe6IXb3zyF`aO@+=Ee5fY6*T
zdv0OYeQKP_9Yn|co~^FfI}q7>{=Gmfg4ye!j^bGa{-x`0@>#J5X0f)9>U&i=7A>u5
zALTw;PwynMU|#gq{qDr|Js-}X(SsYwLk8Ti)7<>(Qa+4^!v%Km^wJ(nh2uFX!r&Ih
zeV2(<ckGzJ#t;nGI2hqRCFk9K^i-a3&5HE9488Z}Jnf+3!>$pm1!qLiI-CWyCq}Py
ztD=%JxLdQk<Uln#`Vq7QzQtC;m)R=8tFSn8yL2e)e93D-z?R%i;;$=rX`_=~&~=or
zF=!0l(c4|i*NWLNhJMmc1jN3mT5S$5RGa|hb_$iC!iRRLQ*bDDmqR(+(;(!KMrQ<^
z6C1U2$747-2|6ck<e$u5dn*7|_j)p}(eKa<+lGv?5rg4Zf}HkDYuql4V(8Nv4G@lm
zlKCnmeVIK#6w)1uE$k1n8cpPV%3Psf6K>s7Z%*$?<c}WRhp?#|Wv9yITe7*a4DWt%
z#OOrbXKNlr-eITMt6n8s=-p#d57NaO&k5eCQ(Ec!NpC{i6N*Z1Hktubweam2vKvRc
z9jeWbr`;53XJ1mFKUI{fxg#Hf0vAgO^xjVbXCYMXUQar0&up&WiYt4bknsrnmCsy8
z*w;zHZr72YV9m!T89(J)`&SCU6ZbI98onFSQB0*8In0XAkuxK3LEISxfA7<r6NyYs
zGHIX0<i`A-cCG9eqO816B$zzx@Q%rak)4yjqyC?@Xfm!PM9zdUP$6zN<kCGQH8-#A
zB=*x$q34YfV75$>T`#T>>0Q%u?FvD$6@&MF8YO@!t(U+G_-HC%fH5KuDto%ByxrrB
zxSV|*06QC&Uj+ut;I#QX?Rn_I*l~Hf?HQdhh7LlXw@IL8vi0x}-KlmkA`DMg>*qv<
zjhgC}q0Pac&Xt}p8BE8Km0RECaKZ)*oG3J}J*&w0TKH`d$c|#8#dLsbwBTHo8!gGZ
z{ILB&#yFt^q2KI&C$#E))lu3HpeVUPO$m|8ZPBG`ITEn(<4Jn?U2MM`Ia=rLuansP
z>nDyZ^2iQ;5aLrD@fCdNufkllUo6gkS*oNbncE|F0W$2Iles{s8@Ti}z6<Ug-ZT<h
zYm4GZubUEZ?;;$nuzObq$hi~zxJm^i{UgFNjY0bsi#;~>_lKK`Yg4wbEC2cN>A?tz
zRh7^cqhPjgoKzH#fZdppwFBjdN-t?{ON@?vC~N4@p+n8?<0q>T8`I^e<{CqDpX0@`
zzcV-mg9%FnIsZe}y9{@<fZ5VP@_B*{-t^ODf~eY0etA@+h)-AAZ2VJJZvT4F8f0mU
zMFl6hKfxNRLzxLgx$<Md|7+6+cF<o?g5#wk;V$9q386)`8zs;wqUSg>)?hY)<r7Fq
zyt{|?*?iSQBj}Bt%>eYc50SrX*;>I)R@}H;_BD&kM~8&;K<~KxK4e9qneCW=vHyYO
z_)W&#vhPVSuCt764+f7{A#QFlNqN}e4za|noWUL&;W5Z4{~meTWfS4}hKj^(3;`S1
z@!g1v0-dVK^SHe!VtpFLvjfFY-e4F*kn4-<i_&T6FRhi!<erSC_Vwv(aJ)FNI&_~F
zY)@kiZXD($`-!7tE`l2|#Q|cT@jmmvtM{IY2kXZbyFYUXooYpVh6lS^1KP~xE`%2t
z(-35&Y%9Z+ktz{}R{wT}@H_oT*Hd<EC7m+I@WzlmU|Nr77VyF@IiTngGmR~Y=4oZ|
zJnpd>E_5$gEg+B^nUPeOZqffuU@{V{@BYeWp$1rGx=!#clIcl*UNGvvXdk;EtU>jB
z>?IkZ2qr^WD=H#OM6B)DmQANi3m-+hXj8`Ee#^EX@F4>i|1wK-84$mgr@?Ck5sOZv
z=HEx1_Pr|PBe1~1carYxvqoAVWK#dY0JdA80S)da;c6{Mh>yiq7O&xR>IoQ%&gIc+
zr<sL{KW^8NayHk!P{z$VcCUP7M~mObIJ&_6;3{lcTG-s4P3(T%^Tm#~^L~lrJ)g5F
zv^#61Yz@odbsPe6ps2GQpsJOc{%Z`y6ApCG^SnR2+Yst;L0dp=5Cwuc_KbJa*8}uw
zn5LFgwi2css}Yu)LLfU6RM*6WL)3s`Ru%e@#SYbJK5v;sll6+(u6c<g7t3zl>*`>D
zdB7pc=`O1e5pr%z^yIB2DbnKw`=6Sp&UQZ-r6^3Ka|)~(X%ejENa5l1ADyZ9bh6n_
zF{KSlG%lPnDntlc={Md-?1f<RFfP2=q1tO7%)09x-ZvzSzZZ>3GH@H(op-^7^(dYk
zLN{G{9kE>Br4=U^6JLk|I}!j=$C<p<6ri^)P&=50mp2eCc>Mqx33n5#KMdLi97;ww
zf1M$0PGYnu_t`%uqAg@Ky`g90<$4Eyr*cbNz{iwS55Q)qIv(%v1l#GqUlBhA=XUL`
zadl&$NBZQj>J)e@)rb$&p{zmDaUq}IoLb9UuGtDqmrPOxoi|FIx0DYgzl@+X?=-Jj
zcD^4~(A0xrMk}8XP3#yo8VuHpOK(17EKdD}by=*A*;I(td!Nx^`IT72)s?G?`Docz
z)<D#kDez~Btqr??6%>co#br!nudCD9qB4TY<YE&zk`Y)p?z4q&wHJLx17VL>fi1@Y
zg7y}?#xzu;ie#yQqKQs-SzX*`qYogoQlFZ)(Ap+m9dk2(Fk5k0ty6JSHV2EJtN=;c
zu9=g)?fv!6B-Mez!wG@^ufvCgxa;taU+14l^*nxR-zG!59F8We{>zvx8`G8(ZT8fk
zme;&A;&^G))+WPMa2cCWmq22M)dr}u=a7IzZmwh~S>}2kkLT;1@2}0_h$i?VVl5|0
zPfxC4ai$4h$Vd^@3LgK>Nu`YR!wc(cSWB9Fy1zwB(26ee_`L7!yHwZ&(p_bBmfoEz
zMxh$7Ucp_q<+kZ%^7P6WG}Cx30C*>-x+Df|I8CeTfB}c+IcQnM(tq^aMhB&~aaPY0
zfO4!mS(*8CwHXBKGzna(GzFtDcsrsJhWruIRwxsFn)gw;bWLFsLjy?i9;`e_9X2S;
zlsu(Mcq4X)`)J68v1n|Nh*!`XgdX_%MF6UZ(%xNo+j0Z(L1C!ew4DC;j;ZS#qxR$;
zQ*hUa0lNq!-x+Ty`4skKR_$lRN3T(pbnj<a1=zS0k2mZDk#P<i&M<=-TiON6%>v!|
z9QqHRQ5lGue)QP<odQ)3fy^O4MC3cVReOub#L)TRH>hyfVmNDUPX?+O>RW4u|Bf<j
zYz%DqbuMMPc8{ezAWz|#`MDNcy#;fWnOm5ENbltlyA=nLCp_vUZDV8oG}}M}<XW|(
zd%5sUczB^`S1sANv^Pi<9_MQgu26+PK5h!V;@s1jXCojn<d&ZLd5)lV;WxJCjs%bX
z#3+HEC~%X+Xb#kpSbsb)R~HL^l`D<6K}66%%QgWpidx9Gl1Fi6scDkTnG)=*Wf+-q
zvzhssKA_C5@in2IFZ}M6@^jDWAd<v`j_!S2!s(s3;#_%{MS>Q1H4<DO*}npNub#IK
z=x%}5d0b9QviAC;d7J+*=nIjVSP2tS5BVA3yNoQe>%)#PJjW5+iFBb39oRM+Wv@%I
z0M|i#-M%^y?taW+pj#?yjvMQYr6UDAvJUvwDbxAVPs5dp_T&hW>kXlaDcXBBcW^DK
zxErOjk;Pk@umrv2(kwke*A0P2wT6cfOu5*qnXw+)%;1hD5yp>pTEBsJZzgFo%z<71
zD%0q#{!y1~NRkB}Qxa2F6e_ABWYRU-<Lq2NRoqUD)tva?-xlLMJ-nN0eI8ueZJMvB
zlNt0`GQhUrW?)4`fZVvyi4KT+7%A4~?5c>Ec4@{WL?E9f<D%SHmMCLFKAMkfv|IdX
z#BIN^q#aR-2?uBY9E&0T%Z5@wl2`*&nbiy6CZ{3U_TM|cs~d5s1~r~u+K1g;BNV@3
zFbo)7aTwFw`MYS`w`&52veSaUGPI#>_VEW@2#S|Zsun-tm=U~l9-_9v_1wdT!H`Jm
ziT_bF+^s+3$MwyJezSR{a<l5K98PXS1tJ{kE~~MQIrh3TBtN{xa97|-!&Ew)n5ttJ
z_elkHi*S%Pzl316g!X9YvBASIBRnhQ1EY+SyGHZuBN|2Ju4h?&CF34c6oXg=q{BHw
zBMVpBi2;ZY+=`-oMh+eP0I8C><rbFx&S>|%VwYz;Y(R;)9^PU9caWq6!$dKxEsnmS
z^<nd<tc{+Af1|Q-U7;)RWGHpPiQPL##))eb)s*3{J9j(;mH-JcFh^0Sz`!pThuU=f
zWb;u=l0x=$X_zpmK_6sdC8&WrlNGWR+hd`i_#=b#pg=+Pc+&dDsgCk==$@{?s7v+)
zwuOS;IJDz`l$s;Ndi9A*>nq0R{lq21Nc(x+ADKfg*;y)H!GR2AOs!hvOAwL|j1u`)
zYbtK0NBq*E<3|f&YC8Tu+A_=~)zRrxMd0_HE*E$x>9)OmUgtvVb(w*?2RFbhyjqQA
zL@P>S<t6ZLURp2HcdPZ>dWzfyB3Ju=epfwZ*C~4f+AGebeMh$*c<`}F>8|i*_to_1
zsMF>BwODLa>mWdRsk3v%ndf0Y*W{aDH+|5{x|>!V-GI~z>%^QXPxF~fx{VCBct3m9
z;ky15$9lx%wF1eJf%-DB%v5&E-`_DE@!r1|7z{&DKwpK{!$y=MZt`G8e0lQn)(7)V
zQ))v;KJwK+oxW=;&d>5oiRkZIN;pR$7vN{Y=>Xnuli)ue(~9^zbS}krcoraILHYFK
zC}~I!&XrCpeP4S_x$F~j<%)2u3Q~W`(3{J;$7y=y>Y$G!wFe@S^(N8#eOFzw%RhY*
zg(-MUzPV@eyDujyQp*5Wr}@Xtin#VPO(`0hmQl-4sqI!SaE|{9XFHR&ON%US7Y<n2
zoia%=!zkfA8{h#JYZI3ObHG1{Koidp{20K*{2>KskQhbr%3X5mglZFoiLZ!#4Ryeq
z%-LtF2e3M2{W^U;LI+N}f9uJ7P*$H-eM^NZfLyDLbFU3*8Bn+kXLfmzXU?=gLVN$3
zeZE6V*A-{1Vy8Lz!6y2b1ak}aM`tz>_`%J!ZI^(oJb{e5wZxkMNo9sFpJ-Z9S{aTU
zH}~F%ju>d6KjJj+tE38ye9JC4a4FU9s~^0N;6hHc7$38pTbo4X?{^PBGOxHxY95{p
zamBclJK8|D@bP27JK`J}9yz-$m_FeiwsdK{9(UyKdC#sUkB$Fl$X74UhBL{V94U#B
zlVCA(^a4P%P=w=3LviyennqV-q_!aT4<X7v_`K2&2grT$?W~VBWvQ}pQj|c);@=LW
z6^tB);N?P|-fkbCLra<u4D6;YH&V*9j!(S&t}mw7$Bv|TV)yE|_y$@yC2?4=oUZ^&
ziyB+nHC_tkva_W$wry2_sf8HD{J8?fk->%$Kin~Xjwzc`lIjR$vrw(wROW|1arIKU
z8Z%ss;#G;|Om`1A1F>G2*$16z!)vOYo6KumnsWu8$dlN?*Z}Z`r&|i%C-fUy6F?L?
zIkzdTmxq&o!~AzUix{IIp`^?%N`~Rj7gLL`A9^Bi^qV~+ua&$~s$Xfsx4NqK9)ZI@
zxQnOa(DQKY+c5!g1W&XBXwLF0YER!3B#K8%sKfRhu8zYy-fhxYS==(@!UI;z0UBkq
zTyF$NTdQcICOq?APyH*20+^9^ua17Bvzp+fvljIyeLC0I!l*+TA0K(bH`t|kf2ZY_
ziVupTkib!XyI?D0!hHE#{zmY4F<N$4r}2DLv`qK(v+@oxkSG>hkKl+EQaj&3l3&wN
z@d~l)N-R-7A}_(c%%S|A5QqCK5;kKtqjXSbP^4ksxRilXP(F*$WjaRms{ER5&NgUi
zOtlf5&~$Hp%Bl6INoxi2R6gg7)2_xQZ2TMoO|yVbR-+}x4mUn$>4a#c_nZDSTzko|
zUhqHHJ6%4J2-aw`SzGe^I7G$yxnYAvUJ4p|w0Og3Koc9iGjlO{IWHm$nh#CF*8z-F
zNBTWF?Y6pjwez7EKOOGOA;byEv>=I=r`Y<`;xs<0wvF7rgDT$j7b5OLre;F&Os-4O
zIRZ=bQE4fy+VRg_whRN$5PgMthip6Y!KuvGh!b2Bp?w0=voyJ%k{`c$Zc=r9GYL=%
z+A-8czX$05T=Qz1QTGhlm|UD!UXK3WkMrXvZbGcG_iD+f-Sz<N#Lx~+=BpfQYakvd
zAUm=<D6h?4!_^xKu_;T+*#@{62PbGyuW1$2#=wK<G39{CpU`gttuB{@M8Fc{91q59
ze!OGW%%Fa!PfyKsDF8nS$=&Tq^lxSbRBxU5y2m7mum+-6I_qiqvDCU(mJ)^reUETO
z{n2IkcbEbhkuL(AH)(}k{ff7ug{5>#INluua8W+czW<e*5p$coPk@B9Aq7c%a$d`E
zVCnON!h!jnyW*tyBjkja+hGm7(D_PE+80k$f^gfdor1r9-a7=+DyBY7+T~_mqHDY2
zT8^(+yO#x=;BnkUw+JPS{!HZll!>HZJReJ3p8=ncxt=bw8>07mz0tpzT=-uK(wNH)
zyiC#94aPdgCiwb69BCi&|B2iHi#T#>KgFwbU>9DZn-5>tpF&<YcGZlicGx2I0`qE~
zsn)Z&`(>qvjluQjkgj*|y#o40jtqU`J3u*l1-H#%xMFuYzMEDZfs||RLhHQ^@z}u$
z>gA1+j9!bxf!-SZEdtwHS<*vin)Z*qxg<{gnn{^yLl+E7MGOL&Ax*lSg1J;S?~oit
z4yH=pkTz04+|T?kiJ|&R9C7Q?k3qc9Oss#mbn2L4Uk1=aC5H#{=!e^IvtAy9E82O~
z#-V%fz2A$#87eMET^zE1%7YzCFh}F$<qtqu=Bmrm(<48;ZMvFSKMrMO7T?ps3H(9I
zo&cN%(Fx!<1}S4cTa}()^&}D=jenF+L}`Cr&m?rK_V8cL<JnIahaF+Chp+Kh>~v69
zrzu*>s|NCsWyBCKrNFC4(3Ab0lnc-)5*whN0MG65VZDSoq%KV6aYA+R<I0350V~BC
zuJ>V7T=wQV>HAg9m!fHlMJa4*9S=z=lGQjF{Ua@169XZT19b*S247{Rp<A<z=M|!G
zqj)cvi1RbYM~mv4iqi;+;eU3iZqO-mVao^rJXw{~+zL#$`WO@B%IKSa)c?TeX(5I;
zv3R_U7Ik8T;N@1DDo`Y#+ewa?CG&^go+eXb?(aLgNfiZVpmKdC55+Y7WV<mGYlY5A
zH>cMz62W~!2>i1>4AHSgSK2(v$Smc(R3&88Ej>fx9s;^{9IZ`dKqaNRY)nhYKKZ6M
z-Jk6^t~DbVp^lf~+O4#oKXY8}vb`1(+}K8dknwUBd_BUZ>7mD6yt}s5(`sjMBiM)k
zUU&%|cq>!OtViHzHf%5V&?v>$_Rgbu+^{mPJnaqdV+XTkDbe+9&=dq_LJb<r*&G>E
zPlMJ^y!Emc+MC=v!~D~6o8c7P{2pJ#w<sZ|#-*1tlIv(Gcc!yPIw4!3Ij|2t7I=pj
zilj#k;_EValNkgjOV;Ja@tFKkxWmM7Tf@)FW3~S#8<GMCtr36l|IDLAk~gTQH#)3o
z(&RlQQE-yUMM0y*=o<)xm^?57953}S$IrpUjs!>i)3r9dEtJ2(tub{vHTEh^IyyKE
ztU6Kkk`K;8;Tg!FrOl5RBY%qTIb;B}<UrU^QtqRX9HZ%*UP+5bd|l@X6!h7+x8%^V
zv*ZK921c5X;V<Cr8c*qaRgc-PoHC_mvMCsA{wHt1o=vDc7BOPjyQXfvHp>#lM#--c
z$w+jTA3{y<nVL@6Kj2*@v+W4FC8<a!)BkDU+?9i63ybj|5(u+oDavWSv?9SwutH?~
z@14)z0zDIXfrl+68W9=^aWuVbb+gWN38eFQ;DEzWLINbh49wwe3`Yi=(;&C@<WfLV
z4Z!SggPqbvb{%AeaB}?gy972LFQvD<!u@LYu^Tt@8DuLlrMt=L6r{fi&f>|AqUu5(
zG19Vl*|um=jA^EvjNa?z!g0t7q1YxtZZ|%f5JBRT$|wn12yzaaqOrCzrk{GHKw`a@
zSMn>0)Egmi#*2g^LwuO-kLAgq2#|X<{1KJNPC?1s(sJ=b$QZ-NWZgthfr8JmbN3#2
zE*fy#iw7135)nxO_RveLb-}C}5)uFQZzCRxgK8Lhb8xL%nw~??DuhcHm&@y2#t?NI
z*o7DY48jBTa=^{g22vVEN1vZDshXqA)drT))h9sYsC`fj)N;y{>1-q*JhyUgu`W>U
zikSBDvT8~j1vOELYRpgY(F<oCbPSs%EMIc?%(2l{`4cM*ziVg*jrS~GMl^n73@&_F
zWoy~Sh{`O&Ogq<h#MqVXgw1sK@nmS^nM)9H-NbilSv(?fe1z#t%$Y6~V^(%H*bXs?
zGhzJQ=IFhSt@pPM7R9fU_?MbF-O57d{p2Z3_C#jKwpQ-~XTnK5u+gk9K!qWOhwq^>
zr4N?7;106&n<)jQt&zfVVKz)&3ehyez*zurBfcbPhlFqbnTwc~12iPJ&CsJfhb9b#
zwIPvSF)O?~aID@c{ij4DG9#vebz$;h$(|u;3U^&!Mn46em-Xd=4K_+YssSh-=0I^8
z^<su@k#q9=<%megZ-?@wC?kdSdCZLZ1^hl5KDmlmTCMcw)SZpt?0)y140?zG`;&iQ
zWxDAr+v#rkNdN*ImVZpEWwpV*svY5{qLnL4owRF}4>MzCVYv}GBuy~f%6MK1p2Lg}
zaTpohvFocVs(Mn-bG@qT>`#?%gn8%d4ZiUTJ#cgHh6q^d=O$)GW9m&)Q!yDs3x_Qx
z6io|?J;gr8^~YH?vrtL|=0L9KtHRcMxq0%rr<+$iEW`i4xHy4h*TLEYr75Z;NlPJ^
z6a0P?=Wlxg9aOSGtP4Vmq%(O$$y^cPLA7Jd5_)KYX*-}28N~wEj{)we_E11!DOmw;
zLVFH%Zm8LX0Ev;G!?01%`?1P(cJ()Q>UR`R)AlEVQ<jI}<h9TXy?zr&z=4onIpXq{
z-qzdKW6TTR%lQ?z2gSj9hTQrFb<o{p`_aQQ@cLH(@a?#@`VqDlAJ^#1jRFIK5FaFi
zER*`9e&Y5|7Owad!(Lp;h!z_MJWeaY;U*&gLx;_ajWpExUd+;-NBRxa4w9^pebZyl
zZg&o=O!jCRz?W#kS_tRI+qMixxs)m6xJEO0N;(y+bl}!FvYG%KcIsf6lxkj)cxW2>
zQr2zBt<_F*$Bco_8ug{4qRE<dM6n1@-~oEYHOg}Ngt(`pY`9gK9Y&Nomrq+VpRZwT
z>jnZ#WS_und;;p6W+cy`{JYGBauz<$s!-NXKlA8t*9{G8Yiggk4wNi(k+K7r{buQO
ze03Es=_t_FoV~2$^y4?s0LHhDaYFUTj;*EB8>eT5EQa6rio#QC8`{$UCRpNGgl{|k
zKj>-}=mM#drZN%^zYnA44$`a9POY!%DgMs?t5-of`$cHVWe27$=>IWO0}a=Fx?RWY
z3GiP&8F&^xa^oZrTx&|0ugRcN6lAA{0LgK6DUj%@0BPiRlv3{h`6})`-^X+5s-i<o
z$={?(^)UG-mCN8ME|(w*>l~J5HsWNilu{ACr(1f>vhxF^-LWXv2T;m|K=TN-0?nwV
zt2U~84kD}B7~>j$#x~r61U{lpg=v_}K?wtz&pS;u3WyEUu!F4JRlsJ)?(0i+gQZ03
zjdZ-DxuN+Cwzx)CQyI?e9o@+Ci4!Y51#dU=nkP=Tbi&-bO#($2WpCfXq91<JA^&B)
zVM)bw`k7rnygXw%j@b@=<rd2Jo3zDz^C3U+&|BV$d)uTAbm3kjA;kgG{Gk!mFy)g(
z`GE~UYk1|6IhHV@$f3}xm~>k8#ZntDX48vYB?l9ayGy20b%&bu*C2Durk3%}ktk6+
z=m6JJcEXD?=F;GDyLo!DfM%EBhiR=?nH|%!hluIv^|-D6&5W7qDfe-Zg$q_B5|U@(
z#}}t?X^Fm7+}UQcG*!%3*(VZ!_g@dcbAdA67F$W4-&u~+b7slj+7Rs2FWoyq#{n(Y
zRB!*&uUG;7;w}|B#YC?gn37P?pF!W^NbLYg@IQU%wQ8%|rHmi)6z#sX#X=(L>o*{0
zZ!#1oZu?3>7$t<=-zVQcm$JcjE|YNB*JG7ZZxb<SYI#?$57l$79BBQgHd!+{{u7LJ
zCgrsq&!eTMtL1yul|5pl?<{ul>XwG!eya^+*Il>sB2d&xdH0t=ea)Qn8B}qsq5Tzw
znQW}My$qpE8}C9%WQ^tt;nSAS6R}~N8anJ(cowCG81d2`%bl$e`_TwrU1`?sL%zfN
ze+Du~|2B74bIdWRdNZjy7weHV@j(K_nf+=UPr<`DKxCKN3dFHsEEY;~gH3pcAsFO)
zdUuo)9Ih94Y@k1Wx>&*b59{3^tTNrtv^}cd$ahFLTYDNvH^R}~k7QWcVd~RM_)<)!
z5G=O^mdKm$kY8KYOeb~kNv~18?T=41YEL5T)4us6C8*HFi_tu#(t{SB96qzkDF_7X
zfon`Q;HVtjK0kYUC9!Z=BH$#5-k2`CI*NR>^1+yl{elQui>QtgyAMUzLur4}2(S^?
z@fo8(J_Q*#f2`Vou<)Bisxo0aE^|D*u@#-Vfi%g}?Jhs$SytN};$J@_FCDFgL!`Un
zk0K+t5$!J=yx)sN^eOosOqqNsT`{J7)VgCbFAZ_*TW@}xxF^RVoTNAm<9yVacoyKb
zF5*LaZm7!smH{g3?2Zr2Z-gXFH^pV=vHm;Qr9q%1s$LsFYURldP;0jR#8Cx^JV6W_
zb2XP&pLeft;Ab$iBh!_54;(5zoSB~%{?MiZk!rO9H5hrN%(yP_&<NvK-5nt00iWAx
z3WA$(1OnZ2yNBu9%$|!eBO|;ZH>cx8g4ae*ksztURA-y>OiyC3W>Pu`^$Jp6)yYW=
z2UAQ57%>Iq?Q!UqI`Bxa;R{lbj)Sc48-b22Qrx_)HeV|)$JdQ#_o9{*ETWtN^9^6=
zTLQ#E0v8_S0`RkPT1aJX&nY2%8f!iQRIrIkX&`_9*T>S=zo}Lp&tcQ#vTvf}*AA7$
z`xlRU=7?AAuh!lwGyT2q8hEtS!M@D)h4Gp$8n#|k)a-vnDOy^`VH96F0~;wnwejcl
zt@$o<=R*F{p8>`2OwB@FpS$>%t4jDNrqpWz5iyl#u1>%(lAAN?|G2_Huvu#3Z}~5B
zNAen?V>oZor1fH*xh8YMFPPI2Awz(;aa6r7MeKCGaGL5}&5JLi-Lh2(5WZ30vQsPB
z`Ou)YB|<9xYcJNi$UTuDP_L?oZg7JS>HT#)^W`w}9?na}++9LV%(Zl(D`97K_M`Z0
z&`j=9WA9g1AbO?;8~e!K&@An4jDO?nG5!%olfSAA3pc=$3|?8SViBc7#l<qoP!I`Z
zHg4nW#y$Qx2v44lWab8_jFS0JZ8SHWZlK19nXoTm8vkHuh9*(^e|Q|u*@3g-u{ou~
zcaaxlcTZNBL??+lxtkZ#bNsgQzuXvAO6&?y(5tJ<OJ_Ne9(@)@m^1I!ACJITMJ&iz
zP3Ui`z9bml@`r-iY-C$Jx9bZ`V2QA!sP_DSjO(V?ZSUsVfy||EHou^&c+x7CQ2d`C
zx&DlS-q&Ie-&8GE?MEz>UnZ#erS~LWhUA}=oD%~Epqwx04wL8K@&*x;5$u(E;Vegw
z2|xNGIPOF+n48{PDoULmccJQlCaq+fIeI(2yRBfU_v_?AE;%T%Rl}H;<39JbzSaO;
zW9F7{!rY*KG3rL;FCX6FcQVbBUml!e`nH~w6H*h6&z9v9^ag@esWX>mpqF>TmQ}2R
zdp$$TA!rr<OTJOVOjNdpErZmu4HRiX`CxK+m(uOi=@YaFD$V?NiOY|rLzi)bI`%AT
zjrQJ}D{0>PlQ~Wvlcv2m8_O6x!KerFwmtl}fZptHFs@Qb=?faDhx(f?n|20o9r#&)
zvlwE6ZHY!TAQ%n0JRPGoRt&?%m-*i}kR<Sp1+S{kC@MK|5dbkAwJxXqhKb&IG=Is1
zlo9>84lJv%l5m4K8vUONOx{|>?tD1(b$vi1d5O&TSWgTo-vit_<gqxvT?|i}#M@p*
z3r>Cf{J?Ja_(2k_@nHW?2F&89P_y%fO$k$tn2#?TB-}45`O3{q;=|l1TCLg&4Judg
zvtsO43_YX6o_T8)(i(Z$^)_37)rJx3TyV2kUBe|iMM*<1f<=$W=+gS;$I2f<%1Gni
z7DmHP%h?PMr%OdMm%;&W?3_^GVZ0itkKh{Yiz-&o#OYewgiN5`1P#@MWq@~tkbRq2
zS=e!SNRgzZ-z|UG{rbdvzKoZ3z}ycP!a1WRN=Wz>oilZPJznodtMNKXAVqIG*s?g8
z*3j`T*(vNq>aq~3gb5?}A5hMJ%8!68JvCZ<|L&cM3<47%{9Unz+*troW6J(LG4(zy
zOjSTH-*e*Ky()thrn>b@-lj5|JHFosV(3N76D8;}8)x>fSz2V)A8!__fuU2`fQ}sl
z7Ip8M$9gK`33(W8sE`$<l!8PwOqf%a_5j-TjexC&pwO;QmKAQ+u}MX~z)0?$GBCTP
z+bnI0z`e<QDqZEG$4}vrIyM2lFt%ZfoUK(WEGxt<A*ggb3#ig=N(14;;QwEY?cT+M
zNb12eSc)q0M1RaKZHXb5IrV+>?*i{Pd|l$gbOAwfAY^m?ncIcN(HtDb&`9<1?7K|g
zU?;SN-Wv1E==!FKwm){0U4Lx%eC<`Xvu*B36v0**g+R-;)m*+}8PH5VUK=6&jex%a
z3A3~?h*TxgYd_W>*ff-6SUmx5jfy!JWP*IEqL^Jbu+Cq=(2hi|R{ZS;MB{r*haoWu
zu3i$@c{G9pW%xjsNhuGM<~Ft4?D|dU{u!k?@&qg`7(g>^zs*8~pJ{nP=ZRobAfCfU
z9SC__+3b^E5=L&oR<^&{Qr|I%e<QZW1$rHzNYcG<IlDtD!T+@D{EwQKd~yc}lgn(&
zD0S=JhfOaC)UqiG!L$euS615|F3!Q9pp;`DDVeUnQ#b&4oberu%NAO#tkn%{jO_2D
zW43yKN|MwS76pXBYN!N=>Nc6#&D_9#HB4&3v~0ywXsMs)J%AjUoQ}(N1s^^_h*=Qf
zY;ml?O~~RU?$26fQ~VJ#kTIK#+J+4?bnx?p|BVo|JjB^&{`B^o@F66<dSZ2jY^q9b
z6-qd(ZDs|svRqys!G9#b%i(0bLC%DAH=sydjz}vl+N?tuH$2Yng<Pl9$LL_&jbN)W
zeb7XuKrxSut}TceLI?LJ)+P3VK(O~`<Ud&kW{(+2=O_0cU@KwFctG*&DNa>P5%ft8
z<iw72SIdyzj3!<^2N`%?DIHu9z0+hbe&b26`kne~Ab7X=74Ygf1jSZ>otHjFjjHw{
zConK+lrUz@M1WLQ{dgkD(QHlSi>OY1Kd67uC^1IqlbDw<pJqqW92KJ&gCZukvir=O
z#N2^6Pa$RC_HN*QZ(DGd5>qK`U_2NzHc6B2Tv(agt$r?{>>S#MJUPIg(vAN+Z%Q9}
zud^wI+A8iY{y(g!9#Yp5lF2{F6Rv;EcA6xahWo&g8p(ieYSoI2<*^#wy~e7tRXuWX
zonA~KlJIp1wJyTKqdOU<WF&O+vE6R$>LrpUp~{L^2>&cGnBKw;gX#rXZoO;ViAXb;
zYQhY7Xmrcs&c*(^>t~Vv+J%4~$vF8FTNuR!-#S(p<iS^OD-=T~cfUk{Eu?Of9wH9;
zFcu{i$NGJKQ?%T3s$j>u(3ANn5<StLG-+2(MN2iUQUB_@*Boz_8rJFz;zR~jvH9!!
zy%J^$4K;P7+SFL{Y3tPri=HF;BwD>$M_Jmv!N*#F-5g{!VNhz|xgQfnEf!JDYW126
zv2aB`(aSJJM=nNeAC!?!A@DTl!kH=F)UY~w@N^DJ9kVK37U5E>jD~Cvr{k1GL<l|8
zU(y2$WJh_++3au7cd}_w?lJYWf$$gX_qgd>EHo<1|4lc?%Bh~_*HeaVqzs3m-^@+G
zv&N-WW+aLe#NHjt^P{9PI`OfP>Emx3iTZxdqbM)Cz2Z{G%&nmbObq?#D<L6=n3<n!
zQ@}XXug}I9P#z?ED};Y=<$hO&)pdfG_8!2*g_89amFn|XxxqJ@=!b_(uW6uT@CtC~
z9e}CqH{>WrKrx<6L(!^}m-tW6aJ@$z2Ye&5ib9pqn~Nwmmcvk>yT7bPR$NyE_3WQ6
ze#~KTw}mt_`1X&2u|PtqN74MlZgIWlUu2nYnsX<Zx&mY^>iBU39+Cgc!;RG~R-UW-
zaTKTlY>^yomp1fNmBe6P%&Izz`4x0oGx$-cNsaD%6@?5<=77&v_fN*u6a5=pAFGdu
z0oKl%<E6}x^{W*t@w8F^>YQUYV%h?nKO6W84!$0bil_ElCsa3JMWa{_>bo-wC9|%k
z;K0+jm530dpHKy^{V;O=Z`ZBWQ0<2hi(ka!rIY&tr^df*lNm?{PCSxrNp&px0{F>6
zF7mmsj;5_&MG!UjG~xo%WopcR3}J@Jf8s=}*yl9D7Fw}T^M=a3uxU;xPhzMkH!B%3
z4MI+FQlzEHKgfts`aqzS-JOd!Ce$opKiPFL>YR&WBx5(Jj5x2@#Gxaai}(FLFP4fX
z@4v!z*P!?2r5VL#FW@!xW#{H%eYsxdm#ZZz#`c&g<5wBS=i(_BF9C<qD@yU{hP@V&
zGi^sP-&fRs3Q}~f2<OQ)P$z(-DZRL6)~u1%uOu3r8-N(N%f%Z~0{lLKcqAjH=Xwg9
zEY>`P;`j=C*%=#i-GP58`83r1S-xb*K&N#pY-JDYgu?w4d1$W}15)>eY#ILx+y8U5
zZ9@I3qNz*#7pRrM@qg%B;Q#c$t{146@NEdxOGrTiq5b=I9lr_5=yR7Ht~C=C3}U>a
z2B8Ig3J{S`qx-MT96kJ-{#evR7r3)Ks3-AlP$U)a=vFv)PZz)?H~=(DTatXV&-3^w
zUOqec&N2<+@;v|Zt$Ir#bFm;}xE^1Q^d1+lXsPP}Hei~`4L1GN$zH!F7JhZkYAJ?s
zS7bVsAy*eiavK)pPS{5qub>+Pbs5kfbh!Wr!F(g_*-kYvK(n*OYFKBlM4=b?ilT|B
zRwtB^5eU1>pG=LLq?G66%=!e38m5*x(Mx{`A-24$7R{~DIfDnPjjhooTQ1wmMqP8$
zw{~E-BtRZikWu{m5toWqnDs(b+wn0(N%N`A!tL{Mh+1=F_Cm#N`m<+c>u>Q;F>#tV
zvpu7SX4oS^Jz*m8IP-Dp78O`L3u>H_T}6%2qN1W-+LfH3UNhM;+(u2cz;}zcme3tt
z><V~9>%l}YO2u3`Sy@_$8u?_w+0!4B?1atr^Gz2>)1G1YxM*$d$y-21+c|RzsCeto
z%xC7lwB9wZvwC@m8;erkzAQq*=m{VNUiHIbgjgiFO)?`<`%^o_2&@;CWFI%Eu08i}
z!Op&mFmpayywoZ@+&jLrDLkaySo<27V4S(;NNz2WQp@=%QYo-68W%ynRB5LWrqdm>
znzFq~*c-$vD9<evIrYblzmo0N_zJ$#Ap>}nfs%>cxc?;ao0Dpmk4PpyeeFmU%yk8~
z7Z9n?dMbn@clBGRCoq*FVox`-BmWnaoVDV=wC+nM-l2D;h6XMG!+)%nt0~aQ{uCCw
z+uj%9uurOxQqAKR^OIb?tLC-EjOJV#DyJgx8TuWrCpo+x*~BgGyOh`~-iHEbjSz7k
zgL;)A8MhT%i=I8RAz3%nr$Ecz$k<t3-89Qma_3TC-y#ePRMzHrML*T)xu5ee*3I)b
z72@DeP7vpyw7GxGTeNe2nP&8x!dY-Nc8u5lcdYIzpWLIiMd6F~LxVf})>$t~4Eau}
zAjx@$gSY|<VWJxDcS19>@wBIk7Zn?W6E3#T7>(w*ES99{ud}PK_LQWGo>qj!C)s0!
zN(XH9s-$Q@3@_yA^J?1GnEvNwVMd1-K3*X7&+PP!7p`*I=Csb*hN?^TP0jBKPV{_F
z5x;UkMWv^+;_>B8113&FE}Lr4<I}WF)03Gm==mY*LVS1`?oeppgf{vMUK*^wV1T{t
zf$6OF#339T`5;uO$=jwrMUa)Qm$su@Q2|fR1UQUWkNaZNtF(wy!F)vXC{d!Vp-cYt
zvhA9kA#O1&_ujlwS_#1;@g-5iBma#qq{9-uk@uc7Hb%YPzfcN?S79YJiTcU*K5{u1
z#{Wn3b@A}KZa5p;FM;%)yRasv^{X&YE_MC|q-nbq`^F~v_y|#t0*JxZ-1~La7%!v;
zxZ3cFeoW6`w)|x~8Cf?bm)o1gK^=*CBm~}Ao`3B$(*60lmsu<+x#d%`auMP<ir4Xn
zP3GJfWPn*W2^M-UG5fH<pHPAHdpk`78N^o`ffiT%ICsGN*Dq`zHMu|7tmm;yVGaTu
zXW>g@d#na{7Obcx*I%Q>-ai~gHY$Dla^XkXrF`*EUBtF~ivAU5c-U;U_U3rOIjboP
z^Tw|igNu3~rFEZ~DWc?ooq~h2I&5~ewQ=Dd`;PdR0{59EE8yQEJLjHnEX-wZj9TsO
zFUc#}clC|EW%es17zM7r%i0nHhkR*IhD*O%@SNy#V`BWh4hW^(ye|W`@aqtaSw&in
zeuOGtEKCh(f7D}CcfXJ0Ful+s((_f}t>0CVf~=!oTmfyjRSY{9i~*8mWK1kUx$zss
zb1^aH@X?2Wi?0vb04qMpak=85iABC|tci$UPHD@50mPHO_pc^kXlFeu!BoBX#t(m>
zoO}7f)5AWy{)Tqc!C)H&fN!#E47C^Jqvx2qb<eS=miej&t73+!oOm-lzYpq%9Pc#-
z3bKkj`?;f7`}hF>G0Sb9o4|kcnzUkKRtuCLsh*0Y7F4`VBm&=oW)rFOH#awrZ7-mX
zy;gM@gGvFU+yBSeTL;C}cF~@J0Kwhe-Q6{~B@mp3;O_1c+}+&??j8v4?(Xgy{GPn;
z_uaWucjngA{MA)-SM!`c-RJDJe|xRx@#!Iv9>S$i8rrGUBG-AFp~7CTjcen{C;+Kt
z-#-9Z!E~PrkuqYmDduJB^(I}F@%}0+AnL=Q1?hXQLrZ$9n>UcNA>fD=Tcxrg&}Q?v
z4VV+2wlNJZ^ygo)(@6k}1~A&ZIoxos32E#(`T1q_-s7dOkDmNzwQ>&Qj(gLGwsk$7
zj|M7@axH4%xJn}}b8F@0hdVmz7`Bv$mob<Oyb(IjgYBF@<`yUg-_3sbdMQUkr`lmn
zRy%6h`$_aC5K-<&NyM57en}Sh8<K+_NENx-B`n|UCMQ@A<Q)4&dLf;N<h+KJyU*PQ
zUG>pRfoeAJ7T8dYT<8X(MAb{bC$2^G)6?3a{6xx}(baZell7W?(BjKiCyXQaV{ox}
zVUT9T+MuYdT3QSuKSQ`y{qbfz)kPoGlXKbQ-UZyl>5|_Gkkf%>J<uWw8cZ-vMB?|F
zKU+Hc)Ga2JugY_?vS32g&V4>}Y*C3~wZZxGTvzD4-SG8(E!|`rv^gvO#JxH>k@gD^
zRGY&%ez)KHI?4|2PkGQExzpfRYG$>|5aD1<M%3=3-IG&?8H{FVyUujY_GXF2u-oMB
z4?38sI}gsoUDLfm_NkO6cMVcIf|AgSTz9icE7n<VKdI^9&~Qv`pAZT8n}PCkLhW$_
zX{8zjg>NF6lf+NY!SXb`)Z>AqE92@YV~()H-4;?BDM%F%+*=eTJGK)QU3@cs6pDhB
z*M}g<j3V4r)0{AD0$k0@;GD4u_?*ix2_zhX7QD)bSA2NPgEsn#dKUaz<<?yhNoKby
zF=o5vu2wo3A|N6(DKyHd<Mq%#!jUwJf5#Du&|H6QjUB@>o`EHPy@zA%%qDd49v^iw
zEbV;6)I@Eqg+2kBjQirDw)p!hhUVE5oRf-VKP7GM(-TM%$NDS__E>*O<hu&}TMr1h
z1sG0rA=>U~Seafw`@D{1pdrQ5?6c^7ga{7qHt=0C*n=!L{(U+TqNtN!PWEzI^oTbR
zL&2!omnPWo{VPnAthCDDp7V1KOKboJ>noSG<ftCU3BFH;o3;BZu%$O69#$FC>(D!|
zSXWVLaT(70oQ=GtIc;MCCCu}@flcNznRf8~pRLk{%=&w4PhP;}=L}^D(;W(P6$oW0
zU7*@>^w4A|kGZV%QHFTFB5v`JZN90?Se7!s#=}A%t#w(*@qySfzJ>CT`G`o@%7N-k
zBZqO^IK&eDd;cWUcA{HwRlk2dJ7J^qpJBAE=mzLqL>H@Vi*5fWPVyC=A(g!!eZheZ
zwy7-PV_GOeCzO`r>^Erae<IUk2qdn<;l$5#RVK$I&0>qcTl%FWzs-Ee>=tbW@iJih
z6;NPRUhcpJW*8E2{Fye7nkZ6#DfS@lYE5Ab7V@V%kkMUcjWQ==&$h%xtxS<k7j8Fm
z&D8BU{3Tw#oTps&`K(Y4bh75G$#EKHY0<TW@lkpe3-=!}vZp;GlT48IH1U(eKrDU6
z!6zYa-E-fp4A(3XP#>@{)33QI<#=;4z3)!ZBUk%Y1Q}s%5p|J*Jprai&blX_+~k2$
z!wFSgTwsU5@wIp`tf;HEeZ{F@Wb|iul6qa-#Wz88As8mv=&yP1Rc%#D{Yme>;9!5q
zILgg7gQ+z2iiOBV>ZjR2r=LlAz?DS;P^=|yHH7Bts#MjAfPJbht?+5tvVNE2QwG{;
z>hTxN6D}wRC7DoLRb7)IH`h|)E;~jH>_X9Lbl7J>{~h|kl4ftmHkK>c^l#n8@7qfm
z933OJ-a(}!y}$4B<LxteRvW;MVSLQve_Wyj6?GToQla<7w~+wVnqz!x8!*j!T=PH6
z@E3UHWV?@e=;y<qfZd)XyD<J!s<-BSG(rIY9A?S#$nL)-IsAc1N^1fnFpVvl^H(4m
z;tcsL_x_!Zh4uNLzRCYON&UJ}{>6=2e`c84+JJJtN0l~phh9AY^ab8T0tEY~53rMd
z!v}Yzpkus&9b5v&b-|F~H2!Z31L+VgwRx@IvBilFe=_{LJg5IIuM(yZFMdb6)s;8C
z-_AKm?kI>YBU|qnmHBRGwcQgBtG;li5=Xb7SBD0~-@+c%g+|(?Geni3tP%Im2hai_
z%fBPIJUc+0JaT`waz(I4>UW*4B$=FUvqKsc4YRyT^WC_^km^*tqB~KK`kVW|R514|
zY+Gt_u8b<J16;ViQx(M0p3z{B!K|v1_KV(hKwz(InaxM&_>6xtx1_KNNz=Z*+HSnT
zX~v(>jI#VEuPcGLP(#${4{(_U@L_E0HC>xdzMPEA%+jVMF>FjO9pDN6hae_N)jpH6
zmL#}RGd6HOSx#3=>FRX#0&~cqE$+4;2bSBVT;U)GqXI^5THH@y8A3jSTus$)J~O+D
z^}HV)#w4vy*{z;?*s}Bn`XQ{(ce(E1@C^Tx;iY?7w)`UO+A0rmf3r9Ul~o+SG@<V*
zN81S_6sp0m=FwC5*~Dy54H5qr%{qgKGvF9`+c?}A55PjTmJxcM=i8a3oc7^?2#^-!
zI`CTZr~?&~0wm0EV(wSG5k0xfKvVs1Vau(#yrG{vyNTop9dT<Dobj#KG~SD`ka?Qh
zgSpRn`zCz^Ht)wmX0COy>7}ZR2~;Ge${hz~j=H#(XgV<%tef#_vG>V1RHi2G3sp8i
zszfTXs_sg_OB0S?Msrt|(@&)rpLD8jQyC;{&>h8nH6}<JB@a)b>JJFMeEwYDGfM-i
zm=Qj7`ZDDkoMz`xmkkS949wosXpZf^9VlC6!3$@wSGi)%sbSHMIfIVI3C!bngXL1~
z<)y8Oa7E@HX^F-x9{f)q2E4Z`RYc>>jdvE_|JO(`-xHC>G3ak{c0ia|++9J~O`V}i
zx^9RnR*ECm!d+6w;-m&<a{Jrs)~*A4C#vD6tVzqTl+~YU;%|d6*4i8Kw@eBjVx>5D
z7vV3%P%9TO*!(ndM0C3YjKLB&g*+%EH*gr7_P*S{^rD#(7F{4QP%{H&MorZYJe83j
zXvdv<BG|H(q}4!(8rwr$5-Lc23IitH=dMZhhQW%v13|#8!opX?<Lnj7d}EOH81R+u
z1HMvqpll(HdM-!dX5Q{t;Hv_A8**s^>j11_t7=dT33K?kKfi1*QhUxMY7Rxv?7}>4
z$o;lx`xlt>`0jIS{dh9$tp9!Y_PF)tVK+<;?p;fp9=gNLMxEiNy>I}8NL+5q$SCP(
zuVBDte@B1T4{|6hVg&a|-LiZ$-TR|B)8M{O?W8AUrxsSdf3CR*0iI}_?#r@Nraa*5
zaRdnvKN}==xaL-c4Y5dglLO~7ArC}c2a-!<D~j{8bf(@o4uW>oz)B&y0=1ocwEjC{
zKPJvq+bfh>IDlZ$V{CWL6!5s5<|)~T&i{3S4!O)foYm}J-#K}elyLFJ+p5)B%-Z)7
zF~m+j$iR|e|7>ep@g$F!`q{t-%NHlz<UAQI#y?<C5RuZOnwg)mxgSNtE;$jXGv-Z7
z;RqEXe(kg&c*7*Nd8{K81)|Qox+(aegpzxHgNazoT71?jmNO6Ka#RcLa#2onJ>zQ!
z5X+v&ryrge?s@SrYK>p{+aj~sns<CxjHBcMQ!896JZbq#!P4<u>Ttotc81FeqHM21
z{GVi~9wqjg*JAQ<AlFM;SKEy7UZyfklLGiQfblCY@nwDc2p2Kr)BZKG8a>`xdM3^5
zg-i-e?k}|-ZISx)XCF0{UGN7K2*9fQH?LfATT~sH?t1fZR$LZJ<1Z(3m?%eAF+AoA
zVh%Fb*>h^RgRhtna;-hG`<YRgr&OpfA|SyNf|&dTJ=|#Vc?p8-#$9HwWB>tfn}tQf
z52WgSqb0Pm&2M@dFg(!1OpFzyO*wHu`G6&v&5#!{l)q6f=<Y)gr^hYyaTXH7`0eG9
zhGzcET*U8UaUvm&|KHP}oC}78Gs2zr2E8_=b}!Lcc6EH)Y_X<WwrqB1^%?Qj435xM
zF;@YG@6Sc&8<K<=K<^Ieq63T5YWM22I@VpinNM2}!?hGv^2cXlf0s_C><W@z>A9wE
z*D+pt<1_fOp8(cUDW>n!r>S2qgveZGc&r!dEPzy4PH7l}5GiK4|Ac^H-@p+3>|`EE
z5s8%jI(!<C!$HkP4Mx*0x9`HjO2(mY{jl&3B=#Nl6%^*}q03q{9;DPw=KLc4{MCfH
zbF=0Otm2uk!;{F!P%=XoVas<gfl%s<r+`-_{bLz@A4keB>EIMR@QF)=WVSjL$z(JG
zbT*_oIr*P7@>-Ckk*T?08}HlzNH$d3kdPR$DJq?mS-?+&$TN-jJ)_~m^tv9!A_Sw1
z_p>dXxS0G#d3rf1Kf5CipomIph~mWT4dxCqSdpc@U94t8xj3o0=~t)j2zVP+AeAMo
zEC>_H1)dAz``Nw(0=9~eTQO)a;}_|gRmRzCoYERzR^5+^9uRp*(S9i0qRilu=L8?W
z^_96deJ?b!4k2gn_oZ;RM23R%CyuHU$f7_T@~Tf~-`uy@Q5lI48d!4r23k01CNt>6
zT&K_6dV&A)H+mpZ$*3}QuX7@0B7V;Om=r_vOLCQu?vSYM0&1dCvb!@KmmKe?CE`7n
zWOyv!)BG`kZ|+#C+1R3~qr}?6)Z^a(Evu0@3_2iIjt7X)B8JgC<4D1rfHTHVaX8^b
zj%4VEe+(rkd;4>yRq{?J#1P;WblYh>-|OxtyPgzVezKJ7Q=F*Z7z^HUd_4uCo-5Cd
z{4LEIfkRz=a5O-k#^PqWmLvtPg>3oEp3CUS&;W;Wtd9ikTbs{_{O6f57DEhO!{B4x
z@r?>%-%K|)kj3LLTr&{R3Qe42Zb>li7rOx_(4Dz{NR<Y0Bc`eL-cRBr0;8N)X{Fm~
zA2`A8Sj7w!X?w5c?Z;SI*)9ue_xIfTr?kxc?e>;y!-;}*pYr$`<HRif)V~>3?E+)O
zN@|3A9A?ZT9|A4kPmt<WFzLzvf=1sh)=mP8eRyyr@*9*W#-jQtYs?twX|5;8H6D&U
zl@UfXuAWh;{F*0TxxSA$;L;)^mtQ#7(6NXE&$T8k;y&a{*SU3R)r+H&0iZ(idz3VL
z4ooh-NziV*M}6$4=le8ww$RDG^p#-Ynw^_wK`f*N{lhwDV(|@<G2f%V7i-xhdKd&J
zUK(bfZy@p3tk$kc@-NAl23)nstBK&EpR(c-ss2sBN}D6FsPTRTqQU~=Q-ndwj5+-d
z@y5dk9N$3$sGpZi#NGj?@y0K&0fo#~R}T2P7v1*jhD9fH@gF~UX`X7_isb+fUN6Ng
z=?gDR&mpA4xw2lkCQ?&p0MSD|fLyMFG-34|1wnrbPYYfK2TRX5E3yS?0R=k&)yE58
zf09ZS@sqO&j9e-4Af`2fk5(yph0fdCWspP$q(J-m*x&8b=kK$9MdqYVrRzWzCgt2{
z^Awd~<6nvxkZQUg#vmDe8URq>WPg8)a35>lhd;Tcccmim^FRNum?;yBj#$Bq;)w~J
zAwUloRC>z%TreZO013F?&KfwOHd9X_`}w31>5Jq%BwJo3%EuNU&F*8WTm$agoT|Dg
zZQYrCOfR{R{$q>yfcFGa;fP??rQ<Tp>6F3*DvRFpX>;qr0*(0^N(nK`pCQ9r+_G1m
zqMg#kaa5@XNA`oQSe%->+-?3=EVnH=#Et_*`(UNwoINdZN?51Nyk1X^TYM4w@Kw+1
ziB0eJv+$ka^1)Rfol@Jc@I^~{Kydh%Fb?J^J5s&-U*e<aRTGBBX+p%oi>?nN_&a#@
zM@{C;df*sEig;{OOW}+JySu%6juP|xpEpECCQ9Ja>39UUbW?cz*~ue;Bt!xh)rBtT
zP=$MaPfW{GZ1yRPXp;`y@7*ESsoTb%wi3P*>!xraNgU)!cocg}QbkZNpu#dK^qQXk
z$@|bPgFTnDr8@~jX5zc3jD=kU49_rXXC@cJlk^`)B7JdD7f(}Mj;|bm?GZZ4!2Kw)
zJQJ#dMj7GGD40;5aFOv8&+Vosx6W&G#Q|?SIt!UH$wFy-uQ!)F3n?o%)S8Kf7w05H
zi2>|evGn+%0Zxb&%}>?BSSmAnJ-j0hfR0iio`jU+A^&hg#~(Ocn~KzBmtQE)(TfPL
z2iZ;I-3&EQR4Ewlkm4BAlLWt%P2(DTN5eaP|4=nlqM5Dp1+U88r>`hU-K!$*k_Z)I
zT69S6e6ZrTp;5S!xLRNKojZ{gv<8W>k{@iCD%NlCk7Qk5M$XPbbH>h5br4fjcR&4y
zIHl|7s?T+nrh~OWVUVUQw>b7UMEah*;R?u7wR%s0012<dA(eg&arr+eY&>Nfq^BUu
z19HI1s+NVh9~v=42j!{IbBv@(CMT_~0jhTVyy&LK-Kn&i5%N`N>a2Wa)ZMo-_sFF;
zLGN#fsuuz+f=}OF8D(NhpF=}1(%B?}h3;<wYfFh}MU8;j<82vd@<*U)F^EXE_~J2h
zipy07ZdTp;{e{jNgGCwKtX^;@h{J*maTOn2Kgn{uyFes%`Sv+-|GFjkLo8>r^jtL5
zJ()$29fG>Jd9QGnCf2-9%}+g~kximw;_K$U6Dam0;c}Jkk`1gLpE@UKyPVOGn`k6F
zaD4ml!8r}wOMmc3NPW<N3P3Dl!DFQoH}$IwlY5AyL67K}6*EEmb)h7do>1fHiq*>H
ztfG3~vFlT%d*O3l5y_}A=)YU?l9|3DlOFU1S;nK3**t!$zTWenJBssa{-Ee-bpvcx
zgT4}zjEB%sMTyks%vSoHyHI7HJ9$5U0DH0w&WkK()Ms7RsGDaT9(EvW`;d*Czw2|*
z=g3sKf8<p;W}rtAVkuF2#?I(gWzX*JM{Suz$1kC#iy37OTV-D;0iGyUGc61sUVSiP
zY*NF>C#LMERGI>gRmX+{&-0WgWEN<Ocyfr0EXxDYHglc6*l0Fc-3o_EMIVbHV;Xug
zYa*v3<b})fEG)B1a+@{HL8}pssQ-h3Z4}%fz1V<i-cI~9PXGjVnrPWs7BrivMRQf1
z^O)M0Ci)jMVkmP2il&!mqwN<I@J<|SSz~x6v62>H3?b%={_MA7gvf|n^QYWN+~kXp
z3CimEMltzU$;;tu3-Qtnr1pS<v9G(fNxn}ryk0r*x)?~OIJM242%%fl?zba7iVg<9
zlNfm3-!YIfpKx*#@jMfzQ49=UI5aW#|FziS{?`{9al<AD>PN8r(o9EG;>O5G>U)C{
z7Z>*pcSWx=eCV&&*Wzgv0BVKV|0}pF^o-eU0RpQa!Tx=^Fpr!9x!aBr%#=dvzYl+1
zzz~O5<oJF{l7Cay7$1+&5C6$~0vaR#<~_0HGiv-3y-kY<#_olY>;}1e3cTV&NFY5B
z2lX$$``aO5tcpHe6TEnmu2~rQ|J70G4a{Qr|IksGuh2r<z5ajdC`c+S%IdfC>r@U-
zV$%H5CN-Ty^0yIC<ztk;+{!c&MI9-`Pm*Irv$5H5BNabsmP&G6Rg?QCnCTjApZDBj
z07GrGe3-6Pwc<+w??}Ylf(8Vk0*X{bbkfT26jDjHJ#;M^$G>n8*!aGIUyzqX#R^TN
zOG6K>L?LmYcVOif1>XcO0snpW=TuK?$;44uw=KXmAtl9kh<)R!6pIQAdHN-x*VrG?
zD#p9CZ@%L3$*;U!Mwl$tu=u6(J<7j!Q(778UzY4wh3d+9KDK2x5w3hL@y$-X2D9<@
zq-Ru4_uQ&8AM;0LV=$Ve?Vl}wTN+hPLdNn8qq8tn5&Xke&b$hXh33-_hgw-6C8OjD
z?!CbA&+#>~H~>uohrX7iA2aHcl>iE1GXHgHv(+LQLf~SYOK}+pg;jVQypnpYA=Exj
z%6`MoFeaRiy867MX8TY~^U0LV#|Sh*8`+LJR**cWmKOG0fjk&-bxun9a&H4?z#4cZ
z>fXC5xGQC?ZS%rQ#k<BD62jfqdVZtQO5aS3(QTKMw>4P>%QttHpG;GbX%cpvR;Xf0
zI2Q&5Zi3=j@f0)h0hijNVQk1&R&3bLIi!M}naA;+sp{oN-okBkgTC_Sm+ZfoahWaS
zLFNfiz7&Ow-<g_|7(wm_;{-I^O7F{|*@lKEsXcZdY)`4qWytagvYxCW5AfuhakBFi
zBJa}|vD4f-y7^2i?Eis`Fiwx{$H|;t!KxLFdT**6_P09|Uv-6vmd9(4jqt_k>FGgc
ze4I4&oSg@_|IQr8wM@B4v~6pT{C1<S;AJEw<>%)o<$e2|S~!U;V;!wv^Q7}0$#ON-
zj6q0P!CHq%8*;cS^j5cHuI|Y$jb~*A@u9C`-cDKK`qAh0RVZ1Bb?%{2<kWk8md^+J
z-o>}Gd_F`gG&MCErpdBnmvtN9jwBux4$Ls{$4X~==ViTfYXe@q;9D2C{2QJ{b1P%F
z!#aXUxzMM$*TCWZI+Ql3is@nG+K`d>Gd9*?$mHX~$`2{FEaIeN#l1%j&PH@584&3g
zJ*i87p?p&~|Le4HlN+m4;n2(6N%v#M45^|>cE?2ARjino>KYl6zdBNVSi=vCxzn1^
zJ4g5f8F>)3pB<-9z5Pq^k*0t{LThz)GhLvjoe@q1O!3ZWf52!;XlLV!W1?`Am%B?>
zNZC$;m0{lJGVS#$qY0EB8}BE&IV;`+h_CB08J@RGHgI|b(ycW`Z(JRp>R+KrHX_#@
z9dFd*YKK43DM+A>DZ&%pu<?|BBAIbn7nYhF_N#b`_;V-LEq-zbk{bAOUH0aPzG^p{
zvGMB_C!&wUiASJ{N@4(eopiheW!It}V6o-=C^E-^`so@cgDS;+2bHkq-x}`oIN}Yf
zJowQiY}wC7dA5&a<6orMLTEi7dqS4Tyotee->e5X=uXgNrgMLA*;ZG`7OmDzQ90H}
zJ>Yt8bU}P8P&va2$xvI7N@b%V=`07P84RDoFh+sAtG%$gq}$J(lkM$%-|;Z)%=@F?
zvpbmlERNMzCSK1?-d`)NswynzDj(jgJ1SJgttu*(HLV&NDx50T${Q-3Hq_9u&`~PT
zwd}+`*P|zEe*T7D5E2H*7?R^Fnovzn9`kXKbnAUI)zBUl6&hM(Fk|E8`}pZi2G0fm
z%{U*GkR@N$xKe`JB`KIhx0Y3B_}DkGkE0OWWqcI9k3>XP3Y};#(`;V)=l#(ZOODr-
zbo7{n^FXG?10Kp?)NfR$n-=&AQXU=^J0=!RPQOz`-Q|b)fwwaDr7I(lZmN9IxAu!l
zgZ_Xb!{93Kre}RLdHR7=eWSaooYjLyerna(Y-pL1+RW&6sH||_#*D^yN?`E7m;f|X
zq$|)o$q*AZQy-#IdvIXKkf-u}j1;19g|DJ>i4qnps4nrUTqfe_>{47)SbOu^Quz4j
zXTQh;C}EKB_xW;-__#QIsKkTQsNq%8zuk?dki;TIff}VSq;S&Jwz-n(KlL75-8KD>
z_;5rbV6X7sHn^szquf#UwiG3ISZxBu#(gD*$wH#M?%wF2MV?fDtf8^hDY$!y!3mwP
z6?T?T#~bVv*>PF61ysI4-+q5DL@#*Hkv3@Ocx?G>7`f#5IV-8v=WZdSPcT;e*xq$Z
zQc6+H&<pGQSMfM09n+N+>6kU&nRyzo@@^AhtjiP`D^!N6k;Pt$B=ta!TW<KT*d!;O
z0Q#ny?Hmwx$D5RU(u-nrRZVYOhShh+nAnG?&a=-t>at#L$>Z)kc5PFqaH*;3RCn1m
z4B#q~AHa%LEdQ{$wgi&^{q>B@U!#wOf0nk@Nsx|)I_~)TyNE(t3h+hh4D#NBB~d~|
zz>OIhbTJMj7u&X;DCC$9%y3C=p8O}EWwTrELf&7-D>~<ANL0a3nBcYuX~12%YM$9l
z7t_%<sodq-l8ihNVp$KM+|<)2;?&YXUuJEOyC+M29^jH2&iJvUF2Agv#H_1(PN5Em
z>yrDT8__b6@9eZF)z?t>hrHT%-+uj=KFB*ZbMYIeHZ|Hr#9`Fs$BEK)UBwedO-kI>
z>W7k%@k~BtWo3j9*zX>r#|gPKMdwMPADrAQwka|F)eWZG`9(pzc%_+wGGFw$d`6vL
z&9A~Hnm#)eQUqi$-vH0H(~zJiK%<wA0K1|Uljs><%Ep;hX7FF$Jl&OLb`I<!It^bL
zUA$Qg6V<nFc%KI9hrSg*+Wy2CnuzpnqgkS&eLp9LD`X@;E>-)E^aJ^jjgOb7*sN~#
zQ-k+;of+Y-CIaa#r<^{--ZGNrgF3b?7lYZ&VdEyYIv+7p@6N^5Q>ppmO2z(ZCrz|E
zOk)v|+S1gQSqLgzBgzulXvVxg|L^NqtXCXv7h$U5g&UnzpK=8JH3?fMup-r2e+_K7
zSL)NDFYCUkg#nHr4y`8Ern7rat&IAN;47Q=H=d_WDH4DCgKnbzFj_v-MdG1>r(<0R
zP4WIYUz^ShqSS)^GhM+QW@A)xXDoJvH_AY6vg6O+CJVe@gGO(E8A$a!jVReiql2}U
zyE@EU=S@vhiXlt$gmMO2l0>e4*Pr)41%`TA%HxDI>QA2%rxQ<2e_rQNq=f5MthVUN
zp0Y?U=zH?3`8Ve9)Vo7dLO(DFX2}kG-&43>gHH~;qBo7QUa4Mo0_*3wXTqL^KX8`^
z%~$FA98FV*U5vfAjUASM!BWP;Nk%-Lwz+o(PN*4_D0W)A3A;54`_w=bNM3%0yJTz;
zv|u*eEU*)LEL@gy;||xVC~52_;579q2}wi;v)M!9ptF<Hvu9qwPjKYwv`e}mFGvZ6
zqNG$$>=SN^_t-{xMk_O03j9}!ys>NirTxgz^XL1sJ`8kpM_NkAawz(}IcuAj;x#-Q
zM-Rx%!eM-fS`|)o_n8L}RfUznx)dnO_2o<66fV%Rxc2&O`02Xt`U}LRUml-sx^JNL
z0n@(KMxD*`&)=9Sxwl~4?La$__MmXIrMG2q+Z=-5^lNprG!HWaG8D6%zOTW_10{T-
zS=}y-bkIj@+U{(<1f!7I_hR#mjjHvoE_HltKRxN&r0u>Zi=@DfW8f+qgnNHb*Lx0*
zmGp767F?AvMg3C+N>i9={Z`ettV!mmI<WMxH#ClBxyG;c3RFkE2xP5-eFU*X^6N9%
z^2q4w*n%?~o+SNtmC(Axv_P(qgS<|bT@@PLx&4ktW|FOdw2v<$8{#f%JOglgWI(pv
zhl8<X7}?C491S-DDpS8_LK%OdbQD{IIcYQtz?009%tM%4T_>2Ni_v-0g{#-S?6E<T
z;VcI!6B3Cv1ZHA6X^z$-jvWP|<TLhLQHm&nhJ$l3y>e8eB4_P>?f!6022b{F_2rim
zM<`@;tCn)xz6$hU5;jmwBcUX#e=k)-)RFyKFqEsG*Z4`IBHXXFdJUf)PfN2p1I)*k
zfNlC>wId{3D5>M5l*=7OkxCCGQXi%`vjOj*$|jrS$){1T-qhwBqLpv6UV#FPZi6Qr
z?5uL~>g=_bNT)S^8r-TcHYZjLDkPNl2vpYFjmH%NS^Smic~D0jPBx<cdHNtpW3zpr
zih%Is3u~=an}$0i@emVYTvP9j$T7M;icACJ6_rb~m5`qwc{H)f*!O`DKivISdAAC<
zgyW4ySEzYbYIB+Ndy<EGy^&VdIj|F(xs_vTo)=&)Wi>g=l`BvV0KjK^zQ-d5oEziA
z{)t~(kKA-h`E!}=GUx~xU6_#bCyAQGOJ+4<DrK$=&{1^6a$g0Le~v3t2@m8gNWj9D
zl(Wp{E3@i>Q#OF@aI5*(N%fh8?kAut)na`&;vayF8W<-4%N|dZ|HPUP8RXzqz&P(5
zGMeL%dYbT)9+uYwub}V%{h~BIs(%9wS(HG3Z2F++v)4u@{sFmK{(Cu6s|>1X`~qGS
zDR1Nz`O2$5xUAGqC+X)AP?a1q!gpkKK?oz{6BIixTEWjg%jnBUKOcN6;L!GSNa><c
z2{bJSHJ8K2$%?$z#cYbgDX<ZGbuE8==aHL%!};o{41@C<)BPUR#esb6oZDVS$(i<W
zKI3&EHb|!zyC~U1!kzp6$1kF}<fNB1D0@ynQ&1Y>OHs6|X7!X$3Bt!Cf2q9d5`9VJ
z;fKHkdRomP%fN6`=*}XF2iGPPD>j&eWC{S|4+$QFPlV*CS=l8GmuX_N9NDZg@Xvj=
z0?+@<tn~!3q}M+=cY)jAKJDYT^}%4r+S?@ZSXZej$4@7U0D=36BPwC08IRAf_erZE
zh*!zHoNxc$ROHI!z#-HrW0#dr5n?Yz1A3q(j)aW5z~lvtA@MBcW*u!KSBmR(GSxar
ziBFj9CG%15U1l;-V&_t@F6zhGJkQr<b;1eFmSix`(Y~^Wcru1t{hby;B`h&2+Q&{q
zrG*uohYFrv%~3@`X|;0)G2BSXvLXctxJC>L(*zApFZ*GACes|v((>jdM<lGUFG}f3
zHUZL(pB2igd!kMq!AL8%%{TG$K^+KQzhSHkgNTZfL`|0_bfjsVaPTLmF-=-}abX&+
zVQ5r2$BDMQXneY%VIXD(q7tUJdY?wZwh7^&H&@-`0u`q<q|7Knb}S*W)BWqvVGo<F
zq=)SqAt|6CS$opFrG9Hlc*Zf(3~4tqXW%hAr3&R*C_Q;uAlA$yJ7n0JT0S*+5<RO<
zGxnSgqy+`2Lkt<-PR6jqJqYmwQpod9-my4L)ci)PJ2k$^Gmz=r$Tp6U(mIN>P@!)E
z^d}hb!L*QV*{2RnUmJ|zXC-i>9ISFQfw^@DH#u{%fUQ;EQdz6b{*hhiSybTt$_uZF
z8uSS&I-LRm{P8zZ>@0$<nDHJgW1$<R1RG2e%?tQvVcFhiefAj^NLpq?e<gUsfeAO;
zu~I)%)Cb9&bL1{M4VT0Pkul(vyuRw?aXXfOn-|XgEnv#Y9}d(;+CEl-9HtG<KC)H?
zl6~g`kD`3Sujp)y4oH(9va8hKuSo2-YYdVb14bQy59CVsT2pW8BO6wOgSv0H^8Ohc
zM>rKzB-v#QFg<xqGE&O4^mn~~=a=t+IcZCij1w}ar8*O&U-?=zUw(xzW1$N&JHU|C
z<#`4@GF`-7QP*IB?EF|kiCSN@&5CJdaz;8((lzzdNI7q#OUNV5)cag0XpP*RRWz0E
zXlbo|fAq6X1z)uC%OJ;G#pDiGsm9CL+ryR{8NN0o`39?D_~qfNxVyXOnsG+e(GaS%
zjZAzk{l?R{3ru+X$2G9yVgyxA)2ph*r00HH=gOSM9>0ri-7L<#68o^VwG|j>TvaN)
z;6i^&jGn-};L?AuC;PC<U-PFwRwGuh$1|BbwE#2k6aOpuv)uMW*@KxQZ#+bUGn$X(
zPUriZQ2lYEm>T7QTAfbj)2;*4D2rJmql?H&Qs%<v<;DAFn%IqcpR~r^5e~_tm{9F^
z$RCAf(Xqi*MyUy^eYA4d*LX0%N&nWqri`kctV6;Q(1AYl!l-32%(8%jO|p(PM+tMS
zKj3T{b~&Ma`|&93;vv$#%5W$CZh;)Dvy>3L)&F&TmnP<9i3J7~r`xWQFwaPQs4U2_
zAcWJ+<eCEkW#s2g7W?P-rlp*lG$l>JftF=%rpIcEz8l>gFNmH~Dk1S-BobA+r03P$
zIOBH-t-c+b%guHMo}T<C38@1f-oY6!`ump-Kpz3KhVm%zkTIGIw%PTQkQ|DGCEv?L
z<aKEXcB*0JoBTP34S%Lvo5BVYqiS(R`n7vq5}Bu*Sy4sc$!u)LhE^!&3HhTF1w~w&
zOxTmbvTQ|=P5*A3oe`I21C@?&P^b2WkDGrdzkmS8)p8L{2QndcHWfpOjEWSSeJ46#
z?l+cCXGExC^C^89FiF2tM~2pmv)gm2KFL&*9|~Qp_2(v{)#0Bolu7@|-;wu-^+wU%
z;=^I>LQ+-#N0m4(umD$=2GDqn=T(H@G{IOSS%-x9Rg5#G&I(T5TBAiDq8#ps<@p-1
z$(aQu)l|uKmpWCDu<XFpGs0~ocl^VMyPx4S(uZ7R?;IEgTHLuWvY+!t&FqvEzSdAW
z%Z(J}H^x$+?z77MzVRV@Qx@_e^=Q2qBX!6);c&`@=wE)DDr%`J3)KHtwQ=}qhB&+L
zSB$v1!@h1J#@0Wh-Uu@+Bit6)Z(h$|bgtXB%BgJ%yyZ_h6d|h&&3O61331+?8B47`
zYAGfv6i42;)g2(k3))1-c;CGC+|vh0-mAA+`4n#1-Fn_T3{N{9oBlCif5Z!JbaN7c
zwvd({o<iwSE5tmi{G)LEI%inBe^$#{#cq;(W2+P;ci&g*Rlwp_vvH5#-tR?=ppBd3
zv-;8Fwc1?42X)c%OSKd;=|Xgo1FY(#nC>%`{@aGdk2l{CI<lKsZ~51!6o(`6L$%2u
zj$CQ+0+v?r5(`!Fm?7%XhUm8j3KWXA0Rbc>szR~yuy7Ah$y3SBWZxt~p=68DO$}cl
z;v3~h0S3o_gdryX4`^QIOjVL#DDZ04h>ax>6=&7-qwRWyIBZ%?DJ@)<XTI|%a;38K
zr5KSyS3_g`SN1dBFvs7jb8x`83YRo|3jJ1f1t1i7U7jyQUuS5>_+kBe2=RfF6(ix{
z1$!=kBhmWn_vT!(gyh@rm2z9aS(gV(m?@KCdb>|#HefuWqZvxG(|YkxE0`77svpP?
zO3#i@i7DW~Rt9bhADqDa>>M0MM%guP!2~9j2ohVwN539-TccR`S4)8wpLL2xK(nQL
z%OP?`34D-fp*`AdvC`VfZS5v>CBKx}d5Rn5AaHzn=@jj(ZD)K$-IXJ^pUAjSu2pV|
zvkA^qld_2#jM!m+_nu9+%<ca8>`Qh2er0pfN(Rx;oLz`iNlugm2HBT@@!8$e-{@Oc
zpq7k^ALsb{YxKUh%CTb__U!ddpCxnly5idg+=l!5(2yeZJBAf8E~+2I_!<T%rfQjQ
z0cIJG-cFJJHGny0+K}D&lu2)S+kfXoFjhcFl7e&p8MMhyAyP@!|AxyTPDW#jIf$gf
zm#&0WBDZG5L~m^FvpcQ!6`RkyD`tbySa0p&WU^6UEpLjD`5@+7_3t=>4gQCzpu=l|
zSk>cA?|Yg3(_1g{oWbzlw$mp{j<gYv$&^rO9H-Ywu{raBt>EyMY{z*ciaNZzP7$MS
zzqURlIhwI8^D~`PX{5e1;zEDV3gpkVDcnYXj9d_tc8A0oXu)-jqYtb>ZUl9v@jnM6
zk%TE0g<0^5Y0w0li0#EOve0gF<5iaq`+)qks^*DoCezvR9bO?y^!Et&pQLY^phVuj
zlkaFcGe=<z+gg8^?VFfTEc{ke$r3$Ku7H!Ke{4+y@g=#5(psM+#E2%e7~d&(I%Ra0
z6zMZ65VAiajy@-~TdV%#mUH}6AG(l&Uc-FSFlOjeD=L2#&+jH0kvubd#+Xbpdx0qe
zc-R$orL62!SL=y+c^yL8ySmUp*f;X>4_Gu-Q?VXKqK3uuy6Y$yDJ{tYG{1A&{Vio1
zu!kJedtH^(KJbE7Oxagu9>mLys!it)QtlxBIP%AF%Jr%d23=Ot#s9ds7NZ+@FkRk=
zjOgDO=-|FwI59%f@6zi=FKE~&AUQk05&_^vT7?!7%4fzu3f)qN9ET44g08J{lT4y!
zH-rTQfk4GmPT@-C{Y$D5YeYBf65~s|BuG%O;ysvb|Cu^Gmz^BzgsEfChX~fMUA<hM
zm>25q#E%NHVkGzTYb6k6>fWWK6|O<3<=K&}|Dw1?sj(VLCqimZfi<83E`ibhlkN?>
znwZvW13gqGeW)qi(Qxlgy^U-e`&am*R0f(^?mwED({d3R%VgKU*tO+<m(20EMYDnD
z4Zp9EweD*x&mF-WmUp~<I{Ez!sAP%km6)9l(Zu>V#}bf(X;9mqqBFJ*8wqp1+P>kG
zGJOQ=jXMc-3_TzB$;?N|s49UuCh~M(+0Oui=nVl5tQHxwbc7`q-nZ5Aa1H7+v{g_A
z+**zvhtjeAdy-HQk_1TIiE9GiPL~y-jsJDwuwm>c9UpUyw}8brJ!vifh-S#=yoO18
zQ;d|sFXM+4Cy0cIIvmXyg^U3rP8x0`hFi)Xxju@)5$MU=xgvQ`sEo@Jp)lKCGB8{%
z*KBUmmCDrV`C{tFgZJ34CeXzD{K2iwwE8TAr`TTyjI~#wSD#=6PuRS*o>l7_n1Tbh
zEcf#&PVh$_9JTQPs9>GJ@fSFc4LQG2yGq1@yxT0ZMWkUi6^?<k*I4RG3R<jhzkw&l
z$rVE>1&(g7Hsh0(&a-r6F(5x@J_i-A)91#Nd%Eb%R7C(qP(tfwz*kdK(>|&QRrxbd
zMHR<O$GmWx&ljay!XQj*Br#~G5Dq_F!_Dk>1nJT4%CSs3$?5<<D=5lCQS1)>DFIRr
zBv@N)i&z|uZs~{>>7cG_l9E1bbya86HxK0fHLPP`e#Y5F`B0v}h*Z9IK&^shBwy!9
z&W|VW%;in$g9irxXBkkA_fgyT>{e{bhTZ^FJc-_<qB3u~frwV&$I#o^<D=tsY1a!@
z!h$yM=g19l(XZVLD4gKtu>_LPm$#s)hj6%@!Mx(>ocG6x2q6bJWKyJiQar<5dTF!%
zN{*AzzzDsb5ZiW>0bk}GRv*;?%!F2AoR`5`%7pSS^o|g@FQ|W;*8Rml2w|igX%}m5
zQF$uvp;%t?OhV4HmR{p^(IpIwUvz(OJH1@mxavajJg+LHQqR@M!?d-*crRQHkD5L|
z(a0ZZEO4c+p`TokO)a^vL+35K=Xn&=qL<|gC}$@#GIEd4xixO*)vh`E<mt?Zrk{fD
zj6IByto2`;MbS;C<A4whcFPB%KG>2GneLBpHlo_V{1N?b4RTP|k{1iY+hWdMwT>ya
zaqC~ryJ`Rbrg`P3(+Q*Atd|HojJ1ldaaUlN_5FC9u47`YnP<lOP~*%&_O_~(;U$Ov
zQM?VvAF<QQ%Oj|TFTcR!qt;+OFp}<tFF1%{qNU&0vYL*j#4vsPylo`%qWpe_n6wSE
zf=$x8FjEzUcSAD9ai2UhDB8g2NEiGCt45;a^Y@w`ixF^qG06qNW7V$n^yYL+h{Ov(
z?a~=k2h+mbSO9j*be4Z>d;8u<<R*--@a;@YQ$L5%sL-BTOR9fhxnrqvirB6Px`rFI
zteAcAEA0kK!Dey@P!&XvyMVr_fr}&_eNSnPj9}586sY|zCq}%&V1=D{n!XUIWKBMU
z)JWA@Cnize`6T+MGgw48`GoJn;HluU6$Bp4qK$9z5mn_`Hw|O#7rIE4L06b!dkCZ%
z)((!3DmCDn`AVT!N|}`9@cZzLH!H)Ya49~jVlLWbDlH*#$hI;X7%>PB6Og5J>d3U)
zNE5T{TPm!9eB^0S?W~}XS8sXmf794YjGP?Z>CvS<*|-pG>4SuHhs3ppKgf-#$$>?n
z8=6Q&7mfO=b~{x)%=ZIbe2AN0l)=Z8?9RD=o-N(6*PT@|T(4?3UkubM`Nh9Vywo1y
z{#C_|c3SLdP)$3A?zI*D#6~4-*Njdyhnfp(SSddNdB#42&cD328UHHY(KtqPwAZc?
zIy};^3+I#4DC!PcIKnCLcY=CnJ|EGAg4^eLeEkZe@(x>lFY<V+Wc9djb(QTYZxw<e
zES?CZX@UHnoL?)#E;zPsXL_*qHz~N&4jt;>=I1W=xmSSk^}0+u>n_b?o}E^e)6<U)
z^_bMs1#pUH=ns6{{}GQ)9PNOG`d|46XvP|(xOU7a;Yi|5)4YkPCoQrc1-OB>8D(Ia
z9JT*>U<NjWDur_A2a>Y;|NaUilV40R4^3Yy%8G%Q5Tt8-6TY3%5?MlEb3A;%R<RFx
zRp+!-Khpk6%?~x|6#o^+4j+pc!N#kSTs~>H6>SLG5XJnJ+$$*mk=$P7vz9VZ4rAM9
z6+j#phoL!V#$U-D{vNjg8%~(gQj*yNuAQN@tuRlY)eemBi~Swn52i2vW$5zv`2V_u
z|2_W7=vkwMN|4LmwT$02X!cjmrC+KnbSlOk+o+FQGGAgXmWZ9}!g?93RUt+y#bi<6
z>EoGc5phc3jaHN}BsBA11>1!na0#vrd31)En3P7YW~frkE0SNG6?@mjOTp)vRsYRR
zN$DpJym=r$4+qD<w@cfMu`fTTt%|g>Xw??ufGt_!WZe8EveF#6WDSxQNyjw{!GEkS
zy8=st6vBuk0_S!<Rd;r7!~vgPAprKWgQOU}%dGKQoEG3xr2l1Ss9G?=yg{Kb-7DH(
z8a4LxxezB5R`e19bD_Fz+OYADvLg2g?(2bEQ4O`0{S`Z66!6;%Yx3y!a;inj$Yha*
zB@yD~*FU52>R2{hK-tEMGpar4bX1&AQwY<13`4rD8Jsh*E2(b~HNJJJ68Lc$jrA%L
zIFZV*!R|i5GbVfll;|zZo%Rs5RTCGo-r64*fNtSQvXsC5#Po0WFY}I@Z?X^SJV304
zxHzHJbx`QV2i_fYVroz0+u|6(=SN!JKYJ*<kSsd#pCqu0;G-PGFT?D9;tfdtS`NtL
z@@&ze-__{G8JalLC?9Bfyxa-x56#-rRxE{EgsaT<emc6|8<|JG$=V>H>P+Ez!T*5Y
zCSJ}?79vwzyzzY}M#7AJfA>pTA$X^z##jVK!caagC!own(>MvN_xDn5ozLu@Z%ron
zA?>b)U<F`cbmq0@otF#QD}bbNmn>J$uArIe`xv$TQnmZ6j@YyWWFn$$a;~XS-!3k^
zRx&EGmpz~MYqcU(2PZBWL2Mfl2<egCHyM;gfmb(;VmGy!*<+6>pw+rxrW@kabWHm=
zH@nfL4iWee&}j8*{rCJ&OKla++8)ZuB76YJ?d;pMQ(0USrh_v+d4{hTT%|78A6}iM
zJL{sud*(>?exb@2pt(Do5HqS6*kHc|>?eggRNtrJ7(RLEU)evy<5UVJv&Qt1jyv+V
zLH6nK+oY~b-@mjc*mEyf9E-w4G`!}^JLsyx_5CYx=mM9)olwx}f+K!QDRfppj{Vw@
z$9cn@Ollx<Vik;!*cwfN%x<6}iEOh%XfslsjUfR7ZOEw`#}}9agBX`HOB0#Ai+^}5
z62z(BdPuA%X5XD`RI<<vI98A|#5@y#fl)rq>gd>ZlD~nQOhmm4_8b)wHGZnVoAkP}
zQ?hY}PZ`~Jz|j=9xBm&4S1m0?)9M9Wjn>VdL6$|h=~%Qs7y~J!VC>!oB-3XuAUbd5
zvQyfwb~HIN+fQJ_1B37W&YdR`=Oj*;&vZYg=wM{Hnx>tKn}p!1=+D{&GflVK`6-(b
zckFSift%^*9P8rwsN0b%V%#|^_Z+Kyp+8=<Uw%txx0z3MikUbl40HU46DYo(@zMcP
zS~=CHC<)K2NuT<{!m&i8gRZ7lQb-xL@mrtPu==46N4|>dtwD%<w!s-k002Q(xkeo&
z1w|h`%l|4N>EvzvT21#HHjZ3K<z*8CM!ef{M&;~@W?Kagn{pnF3|F{J&VnXG5H#TK
zN!JKb&k1~1%m|x}o&pIjyt&V`X)!Clra<zOUTlZ9b31b#kA<!v$oP=3IouSyu{DYl
zlXsusrOwcHJgF_Sp1Z&U?c~(D8LV-pKBRGL&?lh*X2J9d1P8ZdB`i}-UZHi<$!ac`
zs-&T;LzXkmq#?o*+VKlrpLe{-z75^(Tl=g=jlp(>me<h=$(I8c>sJn(`|0rie8|Mq
z$(?J*Vq6`Xr_n|qt1lJ5gyXsS@26ZqEfnr@sob5A)zC*dP{iQo6)FpRpWmU3rF}P(
zCM*2P9&p(+zf-7H0^F%%65l(aZqpDWhGsSUA9e2Ufo99(ShW?ybb6v>A4R9((9C}c
z>KMcPhwT4dz9oukd)tb#0ObW;E@!dFZD{cReHL1TmnSuL@VNTk)>e)88u(XLY<YcQ
zkh|m5#nDC!<}ZU8cccZ#&Bz$4mL~5{1}%AWK~>%l8}Tq@=(E?8UcabKhW-%xoV0{#
zfJ?3Pzef22mq$QkZ8ff~Lz!ep9ax}M2V{^{vaqmj=!gVBt&xKZQQ=}(v5soqE@O+O
zvsOZRKJUE@l5>E+UE@$$aL5P+<DyQ!OOuR;@S<R_m+E$suytHax~Y=-%f;Wc0nN_v
z;d^5nM9->~odB*zLZUKEn!+5OR;wQKue0r34xh9jYV1^`TM&t?SRq5wi!BRnP!p3S
zskEPdF)wnD!-s_l3{i!2OjadeYW6<r?DvaU37V|TkUH53EajApJl&lzfm#g_sGD#y
zF^=_*Nq442Ku=@q<D$rPW2T(k(g_Kzj+B}j0eYW^W+7W0ZLdQK1^qni&Ysy04->zU
zb{+MV$ZBtDFP<>oFV-?mVrgR4qN8HT(;<nEx^+OV!^z=%DR6nyU%wZ4ZmhzkXPech
z4t;kahDbS7=3xqS2zBtQQ+yBAYmvKubU~w3z<#xB>c_5!^US}lg%NsxEZ0$lleyXb
zpm@|D!zr5;W4I`)gwlppLOq5n*W4<1|2&5`i9wGTafxr1AXVOJtntT+0va0Eay=7z
znaJ}=LiA9km8(EOwmGYyiNpWpH=5yu|Bg0HR*-2tjc^9zP*jjBO>Vs9HKB5a?kW#q
zxQ4Np$c$|Ug0SkXuD3B8M7M-FhhKoIt>CZIH8o?j9a8Pb78c~sav%F`D~mO;GMIVo
zccuPM(y4H8veR%?@NW3G1x*+`k0bXkdx>9bLDuBRr-E5!tXRKW2NKTdrKYH89Dah8
zoa2N`m60a$Qb-99BGaMh+1_*&VZeE&xt$GuTDZw4F}?`Tf`DOxO-)Yf$oCf=&mO6#
z&-i1&z<7k>r{7*^JP_l8#D>NFr)X6lea^M+#e?^WM&UX>H|oCrOX(ii!RgzIoJ<uK
zME(Q&Vws|esg3~H_d3ITVKZz2s^$(PI6_((7Za8@n-Sd2;<VIID{9qyZBQh_lVk9q
zx9!Fa9!+0j@qJ+XT1AM(O^Ex)VH^BdX%qDilgWu0`M^@Yqz&K&M|}IDakB-X<mB(r
zne<IMDvvo{pP-d|(9i>Y3;#gI?w5z3`oUW>gJ|J+H+k7CvX!rR#?V`XT%$l7{ry85
z;)kz>9uDvaPg0=rGvri}1J)%P6%BO9drm3Y37U0fE`rETD&hd%UYQw#RsUraB@&&*
zHa``HHD;OTk<248VbGJ<33#I1Fb%bi>GoF(=wK2`mdLi)Iwu@=Ev#x>c>4mk>qP4u
z>hs%-h7wY;Yy4yY^gmf>N=3Wi#mbDN^2y*0y&_-(P3P&0)(B{KjPbYEK<C1$X1#!)
zxfmHMVm^q;nMi>hNpDUcHgvvo$E-A`Z)kK#sBIXF)OkplIM41CEO4`q<GC0FN2vRp
zZ49`B$PnA*PS+D)5sF!M+o6u4RL=wJI&RHxv*(_fs)4W?9CQp1X2=vzqK_sG@G+bK
zb+Zc6S-fWG_j%0pigM_?)PE&?O#%=4>5Vi9JC34NbU5HJ<0n$HYYN}-575Bo{W|nc
z5#PE#-fS~Q(ir!``I)Y+mf9(yr~{Y#Q*g`TqAFeDX-*zH&J7%HWNmA4wFb$m@&-_O
zlNU1n_^8=E=T!_LFQX)$U7&12Q|%jPO<uzZSELIqEORu{{WLP|5Pb%XyjOi>=D6EO
zb!2P0aH?UOVI|q%IZPku?-N%EnCc1jQA|AJD%&mfcK)KKN3>ST!i}bVWUZY)`NDmv
zk(*(+lV7Y7CPpkv{%(bv>pWSm8#S+6cfN9#1Td<S|1zro=nRg(bPDdjbSlDcS*pjb
z65-oOG7z#8Eo~L>53VakSanUs_tO*wdR`6R-ttw;^Y5A}FAx4(x9`vP0Xyhua)V=#
z{YQ&j%~W-$M>(A7(J}nv6Tbh)Cp`R*Pk5F9@Clz(Uh|eL0jlK_a=40p#u+fxyEM+t
z_5B!i^TpiFrK`b0!M)r|c)!6G!cwwp>T`Df-NJqBmpU4ragOlfhH38c`Iyor+n~SF
z<PF#yhTi@Aex5TToUPq(yH}C%)o!631R*N$^%6AXxua<NyIvsa<3F(PFWdIGKmG0E
zNC!FW^7Yxj`;##viJ@x31oQhIh_$>r`2}A^L1FwA)!^!QHh_<(uixX3V+$2HBIW*}
z9QetjyyYR$SLrnO^-%X!Ps*ntLf71%mBy{0j50aJ3C5D&UqNy4%HJ!j$~)&#FKto$
zP$OjuYZ3F&DL^9D?yX9sty1Iz8n9o_9(l$a^|S)7ENcMkFR-XTrKT^)!mh5adV0Bi
z>r-9-2Zdqm=JYsJsp~ZB^IMTp%V(ET-qz5)sV^6YGBnVX+(Af-$7}k4Hty3CBwhGW
zK@R`L*iYZ$Y}o?op&-1+R3U%HBAoM|e{|K5QIKs}I!a)d99!U)8&BK&?G1i@K~&TP
z0VT}i+>oG((_F<&%0>THgQfbLx4cyZH67hp82;sLygZaUY*B%P(|WuSNtW@CaSNG9
zoEre75fgd6j_y%s%2oaG-Y9vHiB!;qJ*i@Wdq^dXNk(ODJ`$oC^eTF0J{%sFQLxGk
zwY>=Mr*b;$vQJZ**WcBJ-D#V!<AiJobK#vEeyd<^G&o$GFP%p;tr%GP=I)R|CqBRJ
zI$xSkqJv#<GHw|6KRA2G@VeH%i?>aav{8emvF$XrZCj0PyRnltwr$%^W81c^Gt<4F
z{XVbGd#>|o^+S7g&AINi<~{D;7~^ka*4~gRi(HPZj?QEe8WB<FAAkGwndQD`XnptH
z+8m{h1nq&%K>QK&J#S%dHuG(0nG9{R@`H$TtgNhAZ9NU?(9;fQ1}pMK;CH1I$GDmV
zH$sJ9k<p3K(RNBPmZ{3kuY>oiuNo)@G=&%38t<I~4^fj6Vw5vWv$M%G3Y)*O3&g;E
z&$I*tjDo#FVZPhOM`Ixx&N$4_u4E_cQ}H49*-IFD0j2W$!`i^-#ikR3shnbF<kiM*
zzZehSTV#}JM=_WN?s2IyqZdEVAgdFtutn`H<W)$1T-<`*8t_BQ`<pYk;Pwn>jWl!t
z6tN7v%G;>dytsoL)I<O3SdQ_Q!ObxCf@Es)CeK0aGmB3xAN<Ns)rse!LKKqmX1c$D
ztb&(U<~<%1gupFtr@eAGF$g3`dK^&k;kDd5l_FY(Y^tCN5Op*A$>I|KJg8}9TvIPA
z2<g{SFFwXLPkd}tB{2Y+fgD1VNv9T=vFCM<I}v;J@vSUaIzMLKY#mVN)|X`sVm~i@
zWH;<~YV2)xX%7oEPbj_xwIrkR?f#ij_N!*%)zy3q`~0A?8Ku^)lPrk6p!7sGlDp7?
zkwjHR)!%p{X(X#wgR@P)S~>e@emzwc_h!+NGx=sS;FDLjtOf+eU17gW5)7o^dc7Uk
zM|Gj`D=mt}IHknRdkJEf$7!kYzzB|`o71*eSl(3hN@i5K$kKM#C!s8&*B?J$ECd<E
zwjRdi5j2+$c_$q)L?;3oJZSZNI8o2D#5GQ+cGrsqFHt2R$!`}!f$b)skYp7MZ3$z)
zcpH4LoaE}82*pk_&rKs7{5=s)>HnPt{U)k-P_ziPkzUu}5Qz?UB{nt{$iZz&x!KT3
zH7`|bd9!}iANe#^L}N_*hlVoYrIXK%H4PiJfg<2h2?FE}j8w58t4%GBY}oN|I*}uH
z66>^$d0)zXr4!{WIb{~qWzc%2OZM6`CxI9j;)5hM`dDUwW)=y5+vO7Mz`ej+4_&2I
zg&wfUf2W2z8V|?jvFq7Z|86m}7XkP#yq89XLt$d78xofp*E@1c_)lKeY)bsl4Z<($
z;#2t4@Xrp}eZ=WV8RwApzZ+;MlRiH(fFBeKv^)wKiw@}QRyYW4RN39z?0t1@6o`u<
z@|=F!uW0i%4uJ|Ud*r`)!Z<^{E`clN_yt{vmTBOb*_1RJE0M(LTznfW`nyY($?70P
zSu^F;7B@F&3a>n5$^EjinU>>QQ#wi{q<8+R+w0=KDEn&4Bxh<<2pj^hWn-kD)zZpo
zg*azY;eZ%RP&7I3srD|E+(4(#>?tzx<aYdO0^9B7_KNNzCxex329=@nsG`(OvMr~~
zFSYO0>s~fN{k@%Y=O6r^9B822pX`m)t^x~#CMp8IG}Uews-o|{z6jZtlG(GuXzO!n
z6(_m~L9*S_0h{GZvGbxrT|fEJDA%5(67mWTUzzH)bYVJ3-HgFyC&m6Yvlj<pa#0p`
z^v&2%xB)+&db|F^wYp2UE?A2F2?M)yf=DM7&*9E{O1>WyCVG{Yc|(|Vd&UWqI$wP4
z8$wuX=%wQ#mp4;ijXuCbZB1-9+F8^nZn4yFGKZwgKSz{)-yCD)&*loWcG;m6)qp$&
zozTbB0K8(ROOw0IN{|&j=WeF26p%#si#mGMkw^9m-nJjosXRP9$Z`tVEwHLs^^JlH
znsVT{HC7VqgZyw56M;h9NqhZLuSVa7oBO>yl*GH873?6gTzM&t5ld7E#j1`$D0aP$
zILday2`WqQ7jfHCCOO2+`8A*()~hI>sOS*Ea8{aE<GU12UnOF+zwy+ojeFZi1|N6@
z!*r2{8Kfe~j~~+;zec(82BgWU{%|ja@OZeUIJye-svv3FBT}lK%^O>sY=%9#8%)Kt
zZIb>lAgE;ZK-=T#a^S6<CH{G#$vi5q?+!~MNHtgfbLS5FYx-U=vA&LQ>KoBhBv1)9
z4mU2z$+7lSfCqkE7mv+>U)PdB_7*DSYNSZrvt4Xy8eRqhY4#UGaFxL?2N%?iRr<ND
zaKFZ=SZzj|#k*SY+<<NV)b{4&gD102D{RdjFTr6MF7B(PKlgxj1blily8Eq#CIePy
z$7!aXJy8x-BS<lAe`K)c#-ZhR2B0TQ-n>P^uT@6fN%jCC;H$n$g4N;J?J8A<fiLo{
zcxO8ixy1R#W&^DrWyEg%2h%nUoM14G($Try1&`eb)FGrdU&4I3HlI2M;~u4!1syB-
zRL_(^Z;nsnRZ>gJ+lLfJ#ZDcvLqeZSqV@nc$xmwE0TM+*1wG|=<m-_9^tj&j@iPXq
z&6892JbI@DFD#1vxDsv#)izV8Fj~GfYmKiRYl0{<F_rx9e5fpr=ykh$m-CYk0nf_;
zA?hK*B_g?nPC%ilU;&hBKT<R7#0&q|xM{Qjm#`VZ7uf@ls*e=pg48OGXI5v09VL6=
z6AjmCH=39iyOE{x?70}4&>E8fA?*n8^qKLKL&gt;UDwSVB^=2qJi#rTHl(ELZ?V5N
zvpPF>O|<)_291@%ih#e~GukJf!g~EUx(c3yTJc@#o+GQig^QL~trb<Te?ZT3MYQ9j
zH@It8o3YD4d1m#Z!RZsvJJZ-cbWA!kZK1|iZJj6JbI{jU-bc~JUh*vsRXMXsE}~2B
z)`e1z)j5m6q(jj~Y1)OjXVvf$O|_Vtt(Q8|oXd;^H0Ow7uWhPq>aU_aPkxQFPMssW
zId5Bz94cmQL^L$jbBHVjIkr`~ubAv9dmHHEt_Micaej+kZ#G7Wbff{kB<&Ls793c@
ziaw7{s~l0KPVEKp)?A8-?d9a@iXP%N6sAy;^&lL#ECRd9&<2mViggfy?x$6%tg|9l
zVxB_2VKGB5{2=}g-W#pdG+Scgv}9-b!o66SK+&T0qzETZp-KFCkzI?qZ+M655XTwY
z7@}m|E4MF%r{ggAdkR0vv50Ffbt;r<NbVQ|;fCxAM$)R!f==d&yk!V0$6)aB?Ma8{
zY7CxP&M6RbsJf5dC!$gi21kyoh-$PO;t0q{5<uH@*X}o1>jX|I!pS@pGJ=R-0fIHV
zuyi42BGgX3Bn&4ps>sz)J4b5BE<|Cy<BIj9%>uFeZY2<18E%=Q>XEpOq@`lUCuyy8
zE~|R!$AsSAA<>=2$GFt-n`^nmiK<e|0|=JcMrD6-1hSJE84+1U{+ldU5!iQ$vdD$O
z#3ra39qaZV5>R-o&D2GLcUDB<NgA-=MTI=aR$$i7$Q}KPLhK9ozAD!UWJhYe(6I^G
zmWbsrqkU0E9VJeA1#8S~KUYhE6hmjN0zSCEyr-cgL7Z^|k_Epr)2r%uR9z&`Qyce<
zo;cpWd5J093y2&ZJ`T4l@72)$7=u;+Hi=2&47t1kS_jWFl2c2C(!QQVG;#I1=#kBw
zJxEJ+lpaLWUnj7HE3hZ8sT;IkygP4Jg`cwq4h%!91OW~KMq|4?a9wA9LvfP$VjRLz
zU7O^t8VlI>akOSlUmr~hd+v2fGj}$H-x3V_G%v71)Zv|zu+#{w^3EUX1{TW2nbMzq
zN%*GfNAUoYCCd^`nH~H$aWm;7$D+&dfh4tF@j}Dmx?VjoA{Y+0^5B35F$+e8zcNu+
z?wS(2)Ld!`WVcg~sG*yWhszr9mr;85ho|73pE<BM!fZkrWlLhr0=-c+8yb5bWIa;L
zui`0Td(MUr;+O>;$xq~CjaEDuYQ0hV^J=;Y2P>FB3eMlz4qa7z*qYH>kwZ&ce0S%0
z&mUfejx_=YXVWF~@l>fw`4@l!{1_s(&())wx4L2x$B9mXbr1is0fu>2=s*Vswd(92
zy*op}(ekEB=j2T3we$-_A)y6JoE<-R9K{wu+V_CfE3=NvMW(5xYb7KKvOi%;(saGd
z6k}9C?08YYR7RWPh9GhX41BBA2LDD<GSRgvEGLFZZ=R5~L^ICBoUX5+5%%3z8=4_K
z=a<&-hJEhl2Upn%YL3bm#VR|Y0YT379QlMG<iV7H0`$nl1On@1N}p@E43q(k-GdE7
zXLj8M1{Q6CSWTKg#?Z7e2GZwNhJZN}?=)ne61_=keub)RA;P56HK3cl-AN+WK0<U8
zBL_2_v4>gJ^UwqX@PPg!L1_)u>w;6<)BlK1p1;LsER8g}G4n``m&rXaa$%dMAPnx0
z_^k0lr;fsx7JC!hvA;d1g6#pO_4VZ+pK5aB+(#=-0Kn;hVn|%EsCtrnJk%f$T9<N|
z<q+B?=NL_;rmg=wgDcZpR?z&&zy`dncRCfK;Z^QG0ilh$3ofn!lB`8}`nldgqRoAU
z6X#8E*ZwWIO&^8x=c6%p6MH6AjWG;O`=`v9yMXfn<X6J7uSgu<Y-QL2!0MTEx>Jf(
z*qx0ryaL|3gJD%9-3LzIaNus|zi^;BcEMn&M$^gf?HG{lrhIpv^$&D$aJ1yV4dY)g
zs2q>FG(mgTHC)Tcs$*(niLI>O&KjG?wfDS`DH>J%gvUtEvo0ZXzAK8UnnbGq(nspI
zm{x(@l7-l55C-`R#KnE>;i$#`Ng9{;`>Vk|gUZF$)D*^~P=_@mUx8?y30TKGv}_2W
zRWfC#j&8a@GQ4uff2D5@VEsqRb37y@+NGzV$6c`}4bD2}Vfa;e?*8{w){#43X(ipq
zvT2@kv0p|Ok#NIGYO#AV=>Y^cP32{12lwYKFJBf#xl=SQ_~7k~)|j1*&KZ<9juSP7
z!*P{RL~*?4xK_^C$s$I34Ytngnk)^U9$^|^`VQ@#YPy0~U{gQ%h`!LNwHjZA+a`K#
zmA{DET6;Q!R+IMOCMI4vj%JTRK&GKSlOBzFw2Hn;gAS)*>0Xa!?ziin3wHEdQ^6KU
z;Ck<jnRK05aI#a3e=_bI&|(9qK=*>&gbg!bRUkWyLm!Q`LW*{cjZ6#2Q=0U8q+Zqq
zqfI{i(`<D;DaEDH>Xu;tduWrRjZe~p#`cco9Wx-(j9sikC8b&_Z;!&JvVG4u$luKY
zU}pk!`o@$#(PVcU74zd?Mo-Sm3-OTB+OaVrAfR{k@mEE+e{l@M3DPgYE8mVmm%#<e
zrs&-16}Ib<FA=bFR;ml{j#Iuj6ZuwrU$Mi)aUECTstXR1m16#H=nVmTORf-+NA1ab
z!d4HR`?fB%h@=_Wy)_0%Dk;0=GE%y@J?1VWgJq!{r}zk0aa>5ID!yFqF-m<t({uU8
zSZY=fmZ$wGJ5`y~^eS!jo3Y6@Ij0e!s}ihnV4pPivu0i2BNeQE&^pktF<yQ^&6G;H
zQQX-00q4sZ*uPL7qShbt6Ny(vt!K6I$)QO`Jd3CXa1@YphH!9kg>FdOlY+_9kgq#f
z<`Lv=6@P8)`aO`Q`KS&`m^weIg~&sgH}SKbbt<z3C29+=!I1Z8x85J{Mo5X&Uxq>J
zFAnOhbLhqqhS6xmlr4Q$83Ep~|B>q{ts#X>D@8=+DVGPoT~nkcZk9TzP1&vnjN5@e
zKFHIIid4%UQqL!J?kIjV)fp00vq)G{QejCfG)zJ`ijmveAglQPEGd(Wh*Br!=-yd8
z%Uh2WcjWcX$o3&+EiQHci!Bq@lo1f7oH#0Oo8UfS;=?%~Q&%}W*Y2>W9KoYQM1+%=
zyjjg2s2nNw!C_4+kZ5zU%231kdTIb1%$tE1NYr^7OzxUPC?O+4h#0FFi^S<{Ks0-I
z+7HE#MIW6_pE_u{sjDIaGq3#_JR8o<P!0d)cf1=Qd7^Ow(Em9n8TX&GWp3Wowpp#P
zMrE1j;zj}?57X#_`2K4a6KLhrkO74NkJ*TmJB2C3LD^k(bWs5A9K<;ieOsv6;|@iq
z;9ju8sHf4s>iv@ALyGWZuGZZ7Nx<Ytj?Q~@zfd6PxD8K^8=ZbSJlevUsS=eox<aXy
zQth|2TK?v07?IR!L*xo6y@6}D_<VPty+2vOblzM1PT1H;HT^3#{gDLk)VZ21N3O;o
z!s_RlPdp9Q(n)W@uimS1;c_ESj1Vs&0Jq&g{R_8UTNqP30lZ`VX(kZ(=&%A@l?4^2
z$jDj>iqAr)EV<<h1Qhh>kr93n>df~*t^<W>g=_GLVk;K&rgOv_b8$R(UtoT0dGkif
zAwyu*IuC{!O7j#kLnZ3AqN~S6uEIOO(pd;ro&OzD)Fx5JVvA5op{4JcT9*BkPGu>v
z)cr<?KyZKf?Ru{6U3#Q3^;@}XAWnJj{2utgRi@RpaPLZDjEjd;1f=$mBV;tY(o1?$
zIlBkPP>X<&_)M7^&IUz=8I3gZl>M&iUAV*{hdOdP9(#zJImoBT+Z=U<SV{A|obT7F
zrL4wK4Q<+Q%XN6BWYNO1YR?4fz4^t&sA}yIo5$ivNl4ov?%_Aig>n&4Ny%EQ>VdI@
zq=ADaejOj0?;C|FYBQeK22mqiX0aw3%5qV>$sIRR{9qCXvzGnhr)(xI9ngo=Vgnoo
zpPm5byc+cZPB?#Xu&CdsKRmbaTjE4A0A)v>RckShNS7NnnUgY1CQF!ebdUl^@pKZ*
z5E4!TYz}n3gysfOgziFGA<+xfnJZID#+?o?b@<bxk6tG>7HhS=Oyr2=o}rvB8Q3Z2
zhZKZ_ihZ=-XL4nO;wh#fMG8XI3u_=H*f7)EY7on`_(pAc8#<yaZ!y<MJZ8wk@a~8A
zc9OZvfz86EZsm9~=7*F4e%Q43min7#RJ$wD!Ug3@uf}e$k)A?_ioRHPuU0tDXhHw7
zmpjZjE|6U|cPdr*=&}*z&$kSAz>#TzjphNuuFm*00yzKsIg{v)HMxdzbFtm5IvO$W
zgeNye%X2W8hAD3lN|x5*BAK|%;7-Ob)gcCyLqNi||LIi8lESlTdZYbQy!lv0xZWS=
zMk&Bu@Aw4Z;l<0e&_rhIjk+|ukD)$>$Nf{0F!&dC-D1w#bg}aO<`#aB=`*8OTKa-G
zEF;sXGTt`FA4|BbCea<o!x~UbByo`X3d9s-YG_ldC^m}!a67K)z|eTsgg2T19HRc;
z#4W~KYL?o-m7{8*8f90kRm+jo3L;-jJ`pJq>FD&;d4DF1t|^@zo+&gMZtz*XpC<T7
zt*;L{HN3>IShkKzi!XEnW@`J)n`&z2Q`5wnaCGC=3Z6$aMxr;x#l^IUTK_W)`rGr#
zjdc%5)FEk5;{FUrl_pwr4L8!KvxL_OZgL_TvD~;Eb>DZE0=ltHRReaS?Yq;K)@z?Z
z1=*aDRU_J>1p`@^$$Fsh%yAj1)0LjI7oGF{@~VxoZKTj^i^=7dfyZ@~6&D}3^kBr%
zYFmW5r-kD)0wX0`geK?_5SzpG9?^Esmi!U!SE&EvY-ilOgA0hwRUz8!YdgHniV?-q
z(HS>E>`;-u8$H$UT?8yv2=T&Z=Im<SEL2wP;Oy_yBwHmuYUb8rL=sB<9iwZv``;{u
zIs2scG*K<*xF>M?^_s^w;EGHHu^7C`p+7xa89YKB<0FtmcAiP|(w*SH{1z<1#qd9{
z3VcFFoSFd=sK1f^a5iP}@d8{a`Z|N1Nu<Ik#$S)<^nkSJaMTb4Z7~_2#(F2z0xe{!
zPiwLYG=Jx@)Cobcmd~>+0eQ9q3Bj5HtkpI?-E&9(`CCv>nCd_?v$QKTAz8+g-p{BN
zFEg5XXyOBUUHu|U-+1G!c62haZgR0%i38ECE<UwnPjH2gJi$Hiak=qSS?<5%NF5Hq
zj>8BS9Pf*38I(d%K-ZZ(H-j)NSsMJ-pJAiYl9v1{133yEhzI>QnntfWrbil<mt>vk
z8M}CDw+dq_TkFfOs*i+_=y8WfO^r{*T_~(X9)rX9RU>y=Av&^;fdcr-K^)LBr{@SL
z6>;=_-1<&Oq=X{GRv<Z+O`vck(r5-Ypy06;q9U;n5-}?hRq>KYu)$P|`x9(#&^>ZQ
zM=`ugK-mns`xfP%c;Br1Ks!>U8#OIkOqBL@i4cACEoAl|T7p}GEAIoA@SM}6SHLD6
zISGG%p!Z2jos(dJw;p>iFi>=kd>_Z?O;5aa^8Ob+p}~-WG@J3=CuUEoP=$4LC;ijE
z{D0;D=Kljgn(zg%uV?W7krl)#bZ8j{9ch9HgpR<Cru+Z(@>ZdPws%f};f3~Ap~Ikg
zk)@LUhj4-Xi*NxII{JSqbPhhh4{U8LYW{5E0O*qU-8wP<C==k~K$+WAS1_%P6Qi(9
z|9_eKXf4wU{yzwcR1ViO%;o>d)E5f=TT_&Q2^NE$aF5I{fY_-T&PiTCD@ZgURYTeg
zrg+0m!CzKIhozB#IIrDCTxC9MLCf^my}FZu45%m!FDb=g;#htHDCzO#7V}&D4#-A6
z$<up$!eM7`E-x<!sdxB)Nu6zdeM_BXzbppP&Lgy45>+U)z-O{Cog!zEQciy52L)9Z
zr!F*k|8OO6!QJ*<-}-A{;Kdarz(A;WV-%|dQ%l0(^2Nr9`ENZgUgy>V`Yy$ZzQZB#
z&551QPq=U2S&8J&^1GKB_~6M(e00`4n)@sP|Clf+BWhOqFEqv#e^}XOe-&t&t*YU1
zG0{OudPE6MAvrR;=?oCD=PDzb3u?b};QFvZZX)H>3_%o5Lrjcu9kU$loSVm$xCF#L
zyjhzIk7f%LZ!8H-83V-={fl(|)(JJ%o4vrSN<N|CSJ%<gpHW&v7#^SBg)igH5cvED
z4Wi<zTZQSe-(~0^;EA#DHOezwVWpOh12b1^Of66s(rdVT95)*9BfI#y0YV<~ebD}F
zObEn_^{YFfiVe$sv_<2E10rzL$0b)mLUM0!v=~Qx=To8A2Znbh9XTMHL4QdC@=RqA
zyD$IO$$b?)8e-!=>9K(K>TV&?aJ<3OTJ{TCeE0|JuZL_xzZb+MhsI+}bo#2zSV`B2
zSgnEFz}hmLOP)C3I-V7|>D2j}7YKWAB}O*`V@&Cq$)*gce^K2mr>XVspw;q4%d<|{
z7{-lVY&^dZ`w%Ui%(am^iz;U0e?ePcoCGQ}loa<M)miJ%YL01ryPi7Az6fKR?z(&n
z&!+x8M|+KrFkv=!5Hm^iY=@@Z*qkI55D2)pS`W?8L<9>$RNqikq%u(!;`70K-e9Zi
z)HMk`G0mg8Q#a=0K3I6~IzD?stF@xcoxJ(<H79!&&7rm2SH!50YOOfec6-E@XPtz4
zP{v`&gC0Wu2$YI&il6okP00aOSI#+w+bygIt2~(Jx}@5g_>^9+B~YMP@Z*j~nzKOO
zC-_}-G889D8a~y57~MCq#xw@)wXp$;WjKBnn-gb8@i;(59I50f(!X>QGhKEMN<0$g
z%Xzxh&O=*A>W^{aJ?kGAP^UH_^GWua7@2xv-|Cbx=z(w?pTC4ey-Yb~d;@2tuf5n{
zRyrLxm>U0wTDhd;`x0#L*>LnmaHS~Njch(+Q6)FZ!>V4Y1JvsE`Sulp+1-pg1WT{Q
z68$e<UVTG@z5&A5x~q%iWtjxEZj2l%An-WR9c`vgiD*qO>YuI&?{a#uqJk}T>&308
zG5`JnM#t89Ft5_EPhEIgZ<+PICN9G1TMBAcmj`E#*XB+zQCv!cK4<J?#B5n-z2opU
zBxK<C-oL;VNuNujz~=FfpZiR!uMUkD9@ZTr#@M6F0?|Kr>q2Ag?S;G!)Nqxn@x-h}
zQ~>fMb3HE~#=5<v1jzLp(@+rypG*N@=-7OWINk#D>n&HJtwO=1@h7l{dmY9t^pqH^
zB?!>Amee?{R>3dgcVU?DPKdejKpw{X5K9ilz7`g79N4OJWoS*dwH#9E6A`sX6Zs_k
zI1u|V(CXj6yL<1Ctvr!4Y$O^GDuU(rf~F?d=9XjgDsiYJzHh0V6MKYp`y_-8{fOMC
zUfet*xVMelcb}13Lggrv7b|$6Lqa}O1Di(${tfG-?GHhUhZ)4`-m4=c*jD)QHy`?@
z5@n}!dL2Ja$|onjOzHRT;9{m*f&#RHNTvJuWp?G@mS?ptFgNoO!}?3Z)=mPx8l(Az
zGRtRK5MMYlyTS~Cl|ePZ)?)<lVThymt?_jhUrN*B@QR3$@_J$L@dWp5uAgFmjZK@K
zUGR2-Y1QIv@iPZ#6q3|7DHXF~V*Ho`_|SnNq%I4X>Bs8SHKFLPdW+-d)?-J0bjwJM
zP`s&}q?Jq@y7Q&flB8z#SZ^GjRbHapyhozggL1vQQE2Nh#a6)zxR<_{PwbF#&<5Pk
z?cc6mJwyre2RpGJe4?<M4JtRwr0^_c>(E*gNFFFOfS6VKl1yBL)Zy!T;63M%)uGH@
zS<cN&Ksg?-Mj-HW6br8I&x5&zFhl#08#3iLT#K<A;F6i#$d2e1V<^c{s|;|>%8$6R
zarJm#SSF+k2K`~sH#WN6F~mOoPYEjVa(m!s_(pEGOtaaEk~8Mu+s*LdMcc8^OQWgh
zSSkbDaypfCdFYK;I;w6nC*f4i8Ic{1T+0mxr`1|}$J%BFe4V@iKw~B(3!vsl4w>(7
zy9m~QZT8`hth~GZb}=N&5?iX#s@eS5uI+idUP(nhppKJ4^;7c82aCzV)1x%;gb13Z
z47$+9Y=GDhj{ZYz%)ahJra!5>9<e9#UkxCc(noi_E~0v|rs+Utgt!)K)JGPmi^@iZ
z){^30YQCIyezO&~Yfz@)xU5j{gI3slawZ4+VA->NnbgKOQf|MZb=f)<<yyl|TEtDg
zQq>tZ=H3W|iJ3T4J~CCr>%``~-Nf?0ZleCob|(@d`9pzRUO2#O<ePyoDg^kTt)7L`
z6c}+RFCQN{r*^f8$*yZ*rcd4%4L5ujsb!FZN-I|s-h94dh+;gEZ!Gaya_^@_+BAeJ
z@45zgG`{nIN`w^m^p80S{Ek`8_>F@uh=+|*&I)RlCk@Y{eYbSTy&}vaj0^P{!CV9g
zNt1AN`=AhJBpD1{H<^k1OUT<3+&l&nW|w|{jl2cUz+u=U;{%SyHPe14BN1;Sel<lf
zus7pDQYl87ThmLi)!Hl~nV~tbnP@;C9}3*%kIzBPsIN~B{F>H-Ch={Z$$>w;G!Lcn
z^!~sbPB%hqdu?mgJfs({^CZHfKPKjHn9_M{-@vJx<|DYBNXx|~ltbqExiQ+TS@NtY
zJeqEy)k9RyW#(EU*P!h11&vL$&8^(hD?G$(CCJ-bRmgPH?MyX<Xc8=77N(n)F(qk#
zrr&mZDo5~pwW{#Ib>P_dbI66J_rOpWjdhcOpapQjKQ6wG&Hv5Cmza%g{Ep5tSLQ+v
zeSn`js^)Yh#hl#79w&Q%Ey~d){1s6(uCj8X*yxipO@`SJ_&G^_c6EM96r4bbPAAho
zY!q+8mtTn=`Ia<?yM2VSTO&8IR>yf=Zj60l@H6el3z~Zo__Qh^6cTx!>yKGIs*JWx
zhe}ybMFtcS((CNsM`S9tN<G)H`Gb<aSJI{c88G9e5@QI4e~Ng9&tEJ^M$zFI=UB+M
z!F`vlH3u^x*0*)Yr!-+(Uml-H#zVW6t%SVUVF=%XKtf6C+)L>WB@M==CtvscRZW@t
zwcXC#4c6u$SzTF>@RvPIDOBqg3UxywjE>i*UFMK8`P+#4$6VypNZRxr1c62xprWEX
z)1|c&#Z9K$tScWR`7o;_B&?kxVG0Ney%kc_#>mOy++!h2CQ{GA@z-5{$ZPG7{Yg@o
zp1#JZ5~66cAN*_VNevhdUYZRG-f~pioR>Y9&9VK3KqpPuX68eU!cxAdDTNjoYyk`?
zmcqDFrnppHx=h7;kd*y?a;pBAR-6bEPxHMw{GXs{*@M#C@eIJL&ve@PQv(WsYWNCb
zEm%fsK#Nr>fWtO%jUB1I#Apv75mk&zRJ#;wAP^a0$1xLLY9YyMdqJY1CnZXh)fbJG
z<8WRp9}W~fkxMP$$o`Qa8P@+zg4kye9gbaKFO^ytvttYW_*Za9DJ%Kk+AEMBaRyA+
zKTUo5+Z4z^D_kf8^p>EdE8qjOvi`huCCJ5@r1w=>ftp|da(%{WAi}`wPeBLdKk_29
zaqBz;za2iG4HW0$;QzGyJse-&yiWiMILa~qD&Wvs6yhDu-C~}lNSzVgWLD$LH2`M)
z0ixxO+PS2B&nqEhfrX;Ihm`O{Z+K%sZ1WR4!CO~Izs-S|10b9<IFSEACxFY<;dsGb
ziK+~dWL4l83KBcM!S|<%3}@F<oMVIBmm@;fy}B<I#xb?oZXo8WL#eCb29Uh>`H3(x
z<dIYwjkyS*_c?1nbd_Z8TJGY}0oqkFSK|DYsVhS#;f;QDI2e8moRE#$f()w(t`-%L
zl{E?P@uDz745lzeRq-q#Tw7NVXy2$>V^;bqX#61Fz^+jG)4v@yIZ9401}%yQ@VmXC
zkLmV*)XUmjh3@?P{MWTAUG0w<>AnrEbhWT*jk`NRJxt+4!B?m|P2D1iO8v~&JW;({
zrj#2DmTJEAGnHD>Lnf1%n-`n0x`P3bzjd43@S{GN3v;Yf0Eg*x2@4km6#nvg&Q3ii
zppLz>(n+upqLbj%?jkptbo~=A*eN?;%eBf-P{k&f%7P~aZxoqy<;1wD$ico=50O?k
zw{1GP6<(_zEN+*0_a?B7+zSzq`%?7IsD6K;5t=tNV!&Rtog{e5oQJx{dRRtDxo%7*
z(7y0?^&lzf$`=k|to{3|Qi{Hj6yBYNf}Us>N4rIlH7=P5*c&4VuXgm|Uq`GBq?K=`
z=>KlZc-YTNqta?ML(OkyKfTAaxd=(<8hzhhq1G)*=Z$XXauCyEXqin!=zFT-)zNUT
z?oaO}(3U<P9k+`l7s<^7QCM}frIE;8Qr#Fysl|Jp7>85=X$MAzT;TwtL4=`s_v><8
zG#_e0sla&~eTc6x7_fn<Oy(}06sn4Soq$Tz608NA7nX%`q<(llJoQwwzsjX=Iym^;
zOk}}h4R@iI>ln$wMcsq5@(cQ?Zhj1t1$CYJbu*@owkENt>DS%&=3gtokrR+bI>43g
zc)Jad`z_hNPBw&u%b#A467q6STD&R#2SS1`UGIny(xKAYoyn=UEF^5jqSp2V%<n;c
zYeV}V;D+=Ui?b_q7ly!e^{I+&r8fQ?t+}P+lJzWb#$Rt_CpYY~`uq2vA(n2coM$Wh
z17S2S!+^w)(*!lRbj~o>Dw@<a84j6ith--#{hv$`Fi7d1wFR@{2C)#GwmZfQ1p+ck
zkAVOFG9I>XI7t$bh<4r=MyNf!aGbpd^%?ftK;mcL83C;Imzw%Sps$@b2_~?7XT2r`
z;42eHg0Ct!i+=1SZs%;6MsWqJbQh&h#agcpnVp6E?ay&1sK3`<i~NCGZ$eGIs4;zz
zFKQC{KD3<+!PYqUY#N)3rCm<Srzagavugdu$gP!4c924h6<7Hj4Y%v*R?YG(c_ub`
z71V&vRjNNZ(9|E=PBo*2)X6a|nC@-ZVO@(k-OXnUWVOD4g`~G5elu@NEiz0|`AF)*
zDd(y^SXZfeLdFAhQADTa)C1XEi#f)PKhX8xYavtq3+`B2qsSSXpKUWgABs#*ia((-
zrk+DhOfKxN=bedP?A(Y>fZ&R-;Ok+|d4Jz9+cAxN(()6Z<Q2eYwyI!~yuz-R>)PkW
zs7&6t(=v%ao!x&|4Fkgq%chLlS5_SoKW?*#%$OiXE;qryF^^HE<X*K8U^|<qLrsZ^
zF;+VG%pa8HY7+B;Ad>M-*<iMRJbnMV<oa2KS$@m_{FCX5N*d|2=anGawjrZWo7V!5
za4V2olHKV(?#<lfHQ3n^c{U7uG=<k(9c!(!sqb?DsOaGQzG+ic%Tr;le9!&*J+Jy?
z=tW@6*jmMLDmzcr^W!e39a|2yBH}gB*o7uV9eM+n20y`OdkFt}pQ7d|(HnZD^9)QG
z^t6Y|KYKH-`_gMAy{q6de6`OG5DuX4Z4BMX*+8~ocA6I&Ucva}9PSkcMVt2L+b(}p
zK>AhzGT&fpXkudGT+eP`|9cEk&QT2aM`JUC^%vkQpB@UF7<}trKqTGG9qo#YU!6<p
z6S!>Z#T^QyRU+X>E}B&n`C?Tu<9E}RL)IF*Kn}@dMVPk7P_OhZeLDX5L7!--vELw!
zWJRN^|L~o~SXPK_BBNO15zzezqyT?q5&C*+{uI8e8Q5gIVFPr434MeGij3}ex&xhz
zVSka|bL^QQ6Y4C^YrEHnN^G7HLD1BeCnc-v|74j4GS#F9`EKtsPsMs~@6<*WdgsHu
zdtMjbmNt-OGIy+v(MXY(X3@z()kXPgM}dl6n!d!G52L+sm8tuf{j0H@44^3ImC1pS
ziBn~(KND6Qr(BZW&uGO)x)ug;`@NAo{6eMYKHZGG)vKZKUXy5JcvO1`jc0hEjiFRO
zbIAA0i9EX0;2+n(fAl7r2L2BM##j(qGQW?>k3Tsql--duRkeI9hA8DhTd!X+T<^hR
z38v{=bR!A%Nqfm|>c5c47Kc3&=%cdM7Z{fO!Q@%Bcp2nKvswFv$hV@!8D3Lye+t{x
zabSZ$FSX$D=eB_l6QgArDtedyr^3bS(}HyM7l)#l0K75e=7sdJIjFs-p5|lM8*?oN
z<(UL!5HYW94|Kr(C$-%?<zT40J}oTReJxk^gK@GMKwj-)Ik2~Pm5xAN?3Gjfg{^M6
z_HV@kdN|L4B)q6+k8AMWA%LTd{t~POx+)QDrE1{w*WOkoPfVdoI{GXzQUP-nguHhz
zlQS%<VKZ1I)rrfapaP;EZ5Gp8F8VFjDv5&0Vw1h`MX)H>p*4?;)robyhbi-RiZY!F
zsxAQcEgzGS+q`hpFLeNsNszaZm`{r4xadg=M$GxVdmCwivK@r}+^tDNP0gvdi5%7P
z3rrQw>P}2LUQdwkR`}|tD$9_aVF=@QGa-M1L;6#bMAZ}|x)MIyMs0qS&l>F}+o6pp
z64ubirPa<~rIAC-!?_x|%pW0iRQY0f8w!lhn6)mz+QhuXNYs2@!5w_9?ePo}gdrZ&
zewfaG8-GvX*42MzRrr(^)CvTc=1&UM!;VowbKV${`#yvO6eCB6cs^AM3_@n?uYp>j
zm5!{{2=|HF$vIMJRfyaVMr)pP4p`7`|FjZ1Xccq)>U%JC4RI1R{Um=z0faEPqx_@7
zT;<p<Kb2+7opb%^8)UvU6=4`^sQVnO`+{^K_>szAH8N>mRJ(Xe%jb`+$ULAQn(2RY
zb}1$TAc{mb+soLq0e$+D_fGz-GOhlm30LsKhHME`Wjl$V>KSiJz2??89I`{9!(*E!
zx6^Q4G+~DcQw*D14Xj|)Hbd%h8}6i`NEV=p@IaKui?C4OKz4cu{s0ecCEdhG;{n}F
zBVU5|p0O)jV09I`h4eEU#GOeUQ~Ajl6ZceZBq_vSaV2;}6(FyaKsh7=;xX_4E=kAi
zH6KcLLD7Lhu0uEp%c}SCd1~9yB+C?oz}XoH42=oFqGBP6RqyqRjdAM>F>(tKVqo5X
zZ#()4|0e;#0SYpc3f9+PBVDCi-WaWF@(b7kxo)u8IRPDjEFI<J&c|b-&+%~sck6q<
zD`Il<W!`$;etFAyc@AWk*3q4)*#?&2l+}<V`zsotwpPZtW4aQG7X*s1i}66~<ix2K
z3{|efRSRZS5GGXXg?L2msEBJL85Il*+kCxg0msLlDEr;WeK0M*UR<X_en$!SU2X_y
zMCiALr#CLR2<8&`C`PwGfPX^|HVL0Gf<V~{Jzm`A|L)~g8~%rc#y#*H^*~XsLJYnD
z0!-vvPf>QTJ|_3gz`pfAC6Tb&$$UTkuEDPEmD#f`APP<-i$2RI%0X(r8XL=6=mnpn
z5=zp+06GR3^!~liAc3w_t!IQ&`j4;aZ*5{ah>{;hkFmSJUE`Jjj2eia68!Y$Yl>TF
z4~rXs&wuM}R1w?eGU;IjunRD{@Nc)2p`^yq2WBAKBu(?TjQPs-yb!X@Jd0KPR~d-O
z=%^JC#R%2HcpuKajQc~W^8c(p*val&_^1bXx!N86_HvnHLog%(_R}gSRr0V+Gnj-#
z7{j*^(?;7?O=l($Dl*wEe}|kmv}kC8B&7+ABgX~&3R`@!a$1#d{;q=tfLr`!I|JNy
zm4>5OZbEgk>2An1)Ff`-cMy0D1n!|PwN?nbAYBLK3gktnpCf~Vsi&9Nt<Iv;tD*(t
zT=5yFc~3Uf^&83R+GS%4eS7?0;A652L_eq2df>G4ua147mNq<fh{8=w)%ea>EJp8y
zZ&Unv325{4mo?UIkD7_wQXcJpFg>+kTzaqrYuMl4dCPEa!Y*yZ|9OA_+UZPg{0{fW
z+1XiVXD8&^LPfccv~;KXD(YeY<+AN%_XfI<fxrXwrN)L{tWsRs(Sw4}O-}c<kVPWl
z_qyMc<a!Y`P032XdE<rhIPaIBZ0T9Q+<RJ|;wc`@X>}I&J1hFH;B#FHjrGt+No$;V
z*HW^T1<^xnF~NWUq4ieQ`2bc|hr_r0Q6P{%k|-JxgFs!nN~3QcwZpEG(a0rdUSs7=
zD|$Otcc*f%dP^V~1<#GDhflos?74juY*DJ@1p<Qe!w*VI#=Su8o!&5bkI~fx(ZuGL
zo9s2`9bHGr{hAMh*XxvmFF7PS9NU1O!=zo;eaJT1+<Uh7-0Z`DD(!1#=x*M1>>r>u
z_{;^&69n4HB4y%$sd}a=eFMm{42>J!fhlyjA05=`V|pW@d%$8L0wpo$tCD0m@r8_c
z20UM%JsC0Df}kC<`bS%x)Tk9@`R27oUf&Mkj6Xd!Mj{M;P0HD<yM_U--as=|BxTv<
z4Ck1{f4kDhdMrwPiA@ejNnN{jw!jV_J}i-RDnow#)sptqW^YKFBhd(CfEr%j>5gxo
zBwwg6o<8N^f4OS?2e$lO)rSy}jW&x0ScqsFw1T;f6}Nz7nAvzs+0lOMF3eO83Gs)t
zp`MtGXiJQRotz-AA1Rz6Fd2?#6mGk$1DeXkw8g1_M@<-eLaPH<BTB*M3Vl@q^T6nd
z*(pB+6w^ncq@C7Mq~L_CDZgbrMaUY)k&nUA-~42L*%+;eQ3~B59@sE`KFlFTcdp=L
zg&`Wm#&ziqwAbqj{MjY*bD+LexfT}Jx6w|6!X>lK<mJlShsn0gDNB#YdE*r_OpMqx
zbFRxGoxcBW>1WSCJgFVn$|e^Y!~I9!E5{J_Hhp?hc_LSb`aC;BGMi^3DQobC`dL4N
zQ|4$rsR*0Chmc&~wgK+Z=80sDkuGE0YV(N~o7XIV;ON9t<jIe<sph8<ycUj6ta=VA
z7w2MVIif~~|BAWbBjHaV{59oXgeRU4WUzMDg3t+Siz&9x%;v?&b3QN}P6hX--EA49
zIyD%#f!dS(P6qZZy?W0%glBEr@Y1QbscT4ziYSvs^J?Nh%Ju9d5F<tTXN)6mwUV#$
zI19glv)k@6c&z{-RUO#Vg73iEBlnxVIX8p)H+GWPuh727(v(G87x=fGO`1GwX;{zl
z#2Fz{F0m?KPVCu54yZl!?}z&>RgM<6_{b5PZz#v$OiGMPrRclDCx6O$VscGrv;g!U
zCd$hsvTt7-q{FQat2vTvKz==qZh1^;u;tP^;ix?Z8n%4!DNpAQ22yQDh{<fAf-77W
zn92spCqGoJ$Eg#?dhi<j{8!qhNIdTW0DrHeD~{~~_Ql7i&#R+u4NTh$3?>gih?2fH
zHhvBvtD>6#_=6FGZm|r-oB$$JaG+nH2E2?+1wJF30Dlh%86KH{gI~^3XD1boK<q1>
zp+i7b7!d`Ct;ePAu6Ww+kn?VW;|hzNE#&*8gEJjWp78BclzW#~2Hb-{4z24nXSIy!
zLf-NCHp^%;OoGAy*OD+`&z)+WI;Bzq=BqJ#C{RaGPTMIAzAbp{J1R!dCYj3M@|{D(
zwTb_kS97ZTDddr{ks`@kFIuLG#H@`9L;U4=&n)6H0NKun^LLVf4D4Z<409WUAUCx`
zXlIN0ii;&$4*7jkU#pjrW*m3Y`dI0{D97j)Gy3|?P~A=+dtXC!dn|jZu?XRs`iK0G
zygXuPQweL^if3k#7@=jp2JorvDhLYz$81ml>;0QDV=T7@tJk!iZiI1jo&_ZYIt$9J
z$t3RsgBh5+aFRe~3zoTH|NL`^xgc+(?jjo7IPPJa4{HkJ+I|*C<g8%dPCkxRH`HQC
zxR(3Lce9zyEGj=gmS7a@GINVVjb8VacdBTJ_TP`xJ}|COx}iaS=9?B8kWsp|5Qy}P
z4-GXyvR-X?b>{vN)M{R_m|vw?RE@eeijw5xahC`!6U0CEb1TjM9zNP2C15sJf0KaP
z@upe3nYA5UZml$|NNHa8$8~CzP_eysSX`Qx_c|tqgM;WQC)bFz(w5A&B<>#@*be+R
z;)66!Jaj8o$_hsG!?+A|KKpsFgHDHA=8+v4O3(azno(;i%1pv=Lk%9_wv`kNCNh}f
z;g$1PzStzrNT$XLX-M<q<%^x7E~<Re>6zc_j8a}Pp#urWXvph_S)@%S<4Y%-EugUB
z4XLIAvG?kZH_8VO0HO*liunGXpRL`szM-_Q*i}<#C@FcF*+qf3nYTej3DkaePqf0g
z<W){A6mG%K{%mz*9Mss({Qk&j%3DE5@{S69Dq1!!^qW$7*<s$!FM}_bt(c63NM)=0
zt~%J&0QwBXzO~&m%pAq-^kOw-q@`xtTt6mnZ8h9f2udFtQIajdIt}%JV(35rf<IWa
zWTzsogJez+9fo4o;o=HCV?$d@7`X|%ncT>vX0x%73ok%N0o<@54&a929|RfHOfSh%
zaKy3*NbT-_Q11Wc!x~P<w?EI(6ABd17_U?II8nijOux0w{Yp#IIwuZ|ov#j2+QDi-
z++Ks9>oS1KA8bB;56t(j0GCE4@M59IKA;%>&1&&VsNyV2;5`u|98`v!0)iUIS%rYX
z*Q^b?9kdme@N0jebI3}$cIY-N2VGFA=Kkjd4#KxsF_yM>vd?;YkcE@o@J(z-<nXyy
zHiiiCan?p1anbmwGI6#yDdpM(a|}BlPgR>vf8$4U*HCpczYk7SH`lfZHDBzFZfqBQ
z??LbCr^POd$5xX(#h>Dh<u8Z){eoRf{3;9@O*~~<HG~I>sG0UBbkd?`?N~J&-Ey*3
z=rqe?Cs0?bFZRfIOod_Y>gIf_I{H1{U(}t5$InTK2f7YVio*Z(J$UvVS>Ssa>{Dmt
zK`&!U&c<}I`i(nM-Ob{*4U8pA@b_P2q-vA2j8L;lXos@YT=^+;hdC=u-uWUdE(111
zuj*!=zwRy1-}m-cqw)eSEnp3kbuGY~-4&$}7ONXbGGCGu>NS0f5rs`4=Xd6LNQBDT
zDSce#!M)$coWi*o=85umK<6(Ii=g&XF0pxzk1&1+-&EgrR^`<&ivGTFF~774M<ie<
zOc;5(a{~XFZbxg5mPct^D9f_lN-4=JhE(n{(>(a_B>xs$i@9qJ2}+yQdXF&_Qct?}
z=Mi=FQ?-7ISEoOGC3iwr7SQMx`Efj|q|9Rsb-P{%bGU351=vJ*Tp0_bFrcg1dA$0?
zn(6LYms@P<rguO>Imj6yQ1IHT6{&6`C1EwvJn;@rw+cRtx}lg>=n8eH5l2Q-I~u&z
zE0oL+o2bMQWou-u99hvb?w7|OY~U<JAi3Bt`(OkUD0O*xj3*T50bvpWFei$Lzt-fi
z6BXFV^smNfgiNq6Y`sJr6<ctowaLYH7ht8u(M9-+)hkW{Z4G6^l2Wsl5Ak|~gT4CS
z#Z4nYpTM+2I&WK{BiFO(Y!ZoTQ6kZOqR@u0z^`|LMzazJ{pkq_Y2v~HR4{?713$Lp
zO^HeRVF}W1Aa4GRcO3LWgw=0igQRD-;S80YhskJ3vt+%$D>eE~ETXurcmB@Z8UDx5
zjx1UiBtTGf8q=iB13x*nflAK!!F>(jazFzcn;<bK@MhIC`HM)>7+uZVcI=xZGecI%
zOhC(OE8+6ZGs|kP>neLCM7C{`#dz~|Hdsc!`sj+}d`mV3%FS77<<3h9emb!WwYvbZ
zkO>zBMPrGYk~Re}#=d!0pl-Y*)D|X}YKABBt#2F-)Ff%I$o#qFCy#76FZ0OuyAlkQ
zzh6*Bk{hExaHIk{X8kQ-(kbS_2~`aI-NLv2w$DI+8~Iy*8_}Qsw!*jmwga*<??h8I
z&!Tra89;W#9>|WUq3)uIYuqf>(b@-KvJv%aR(<Y&D~{WT|NBC&@H2GefT}wrDX|<N
zSA#28u@3#`pHSR=Bfc&81qD2F+xQ;q18u+lRZ1QTyq62q!2+uJxBux)#gx3MnBUAw
zfQm7lE$yRK3F3AhvP?<2oa$fZ(nmkyv>V;{9FfX&llg1)Q;_&<^jHa8n)}N-1R=r3
z_%s~wIr?LGRG}yZaZHkIWab2sZQ{n`gvAah#2zS+Z;g-3UT!L8MGneQycLp1{|G?#
z;r5mXp9@1+Q|T7Yf$Spgw`SzspSK(icMiX-dZ!kCu8vs%^`b!k0^goMXDBNt7vg2w
z*UXrB<hJ7?vB+t+zVh+K;Z|}1yaD!Fc}z1|DavmBu#tMaOlAWB7g?fV70}3eOlNt^
zt1ZuKS=F+6O#Q`8<Lo!)=MT}o8|2gd=1EKzO?Sl&AWq8Hg1{qFYvh`uS3#IqE^Fj<
zyuo9+b!6b-Jl09qb2d&Zd(-oH{}VuTS?mrB!;IFXBwKTzwhlDemdPiL=H^L!;$)&Q
zE*=A};U9;evgkLrDe({OY7Fs{uj_bS<b9xI`cnLi$Xt{Q9CxqqUQa*FvSl$<5TiK%
zP5|GacJ=<@x2ayC+cg1f#^VrngV9ET2LaGAuG-{auB;qS*v&X<9F-c=hw*~>r;v>q
zKYy^Vto77>Thq?Y?yREb^yLzJ<b6aBMDQg!HMhFDxFT{K(3BwYG(XCQ2;m?$0C?^8
zp>;@UV9Nx7l07C4GZ&hZc~`qtPfY(qL#^i52#Y~GemsV&K7V^xHn?zW{ata9l-s9`
zsRXoX|8+`k#>`3j2ur7pFlC1auX=~=V@#610b)Ek{8id(-2wEf%_)H+jRVV7tN!q-
z?90=qNB3s5!bJd`2<ySOXg`0A8+h*hWQ17SmGps?o#MBwgOoep#re@9gt75CZX09i
z>maz!GR*$?Ne^o+R=1~#f~Uwbb(gID20(kE_vx09>2_E~ayn}^dTncRsiNDJ7r1Pa
zu4NL5BL3P(_eg&^kUfnWba|-AmAa(zw%I&bA^eG6-x%(Y6UlOZ^9!5P=_~H*W5*A7
zrcDNsj@4P>x_WgVtfDWxW^JYt76;9BMyvMn@JEcbr}?DxVgX#qH1IgzE|xww_G8jc
zzl>rFf)VHUO!ZXD&d9fY#ZUQwwSKc9$u>lkpEuk-?<hM(^CEV5I}O2fH-IKVxyot?
zXB@;&tM_72%c?72J!<O*>|@b084)*ATZTP~h|Ab7g+1m~E@C+_ze0Eo5)Ak52L=dM
z)Qe4G&!~5zd(EF2$%B`iKV4XA?(dQ*3OrE0ZVb~r+8@h+>#|!mCUz$xJN|xIeP$x$
zyl`*w7#-{TrJF<_Uww%5r^^ka|5@-8KW37j(3iDC0%Kx!iW+DarAN9(1%;^!(kooe
z)r+F+rYhO2;706}c)YeRXd{d-%p-z7IS0*YbW=Cg(Y}*gvCqCc00F7e=?Si{XU5-C
zH>_6B+oBaJfC4H3nK`B#?*s{p<O}ay`T3gKci*qi*{`tK(Md+xthPEvQHfFM=`Zy>
z*i9Woi5QdiVLpneihH$3w7H{*i4n*Z(3aIpojlGOP#EaPF^Om%fKqMMB~y6AB|V+7
z2iI_6CMBSOjCR9#1d&#D6$#>~qz5*}E0S64201?)Lu9qRcqol!iPxAdx9=FCq!@+s
z8;teXVCO*v%{sb`8~#=(P{ow$j}enDh!Ng+s9#kD*8DE&u1aW8{*Lf-9MC4ByUQ%@
z7P^$GaV4;O-}?KLROq6q3oSJi!T!7htpEHCmuBC$$r>U2wAI>yiAi7iNwFw5$CF#%
zE~!-)o6%&4VZo!BzC8~W&#=yWb9fN%bgR$8q7a(7uF4=4N1IzhlNcIPu-!WziM@_8
zul{MDzpHs%Huq-+X<`_1AdEh#9ld?iLoNNnchR^t98Q)<W6;!!-wPryMnuUwPjN(>
za%*rVt@Q#K5`Q!~u07xMOdL;_VSJO|_G>-@81P~%+}Tj=FoNSa0kE<tdbAtvGL$^U
zK;N6GN6;%D#C(}$R>!;3>7uyB*Y^Vv+~T08lANN43%5#+aIn0Ri7$ds1HV7*FYn3G
z*wd6m50jGc3u(~O$>li09@*Jit9;J#(+mkBS-kE;cb`=s{Qap{XPzmTerG)8l5I(`
ziFw3NJgX6H0s7^Zh5s+D5p4Z++D24hZwykCOTJhpV~X(nfe89Vn!_G95%t4C<~u`w
z8^KvDuSVun@=U7Yl<~YHnuTW{ccPmU4yOkL1BBi`!>HgvKIYcEo)Tov;!SO*=*w>t
zHi_TtbIZ3L5zG-Wpd+Ue6-OL2JKjmsBCOsz<`&_qqV>&xn!Z>y2}Zxf*hTOvnLB?I
z90$`ymMhK15Hxwl$6LnEQ(yuF-i=qO6>p*a<X<Kl{YY))r<PTxR65$qB*t_Wako6w
z)Mb2q5or+hzwC+v?aPmJ4k}$$n>;<3&4y=MR!%|+-kobqWmTn&l*b~#@@iZ?eVob>
z`@riu=l{z%M`sgBmAAJGe~uE3rO$e`!w0I(k{9rUffyNjp6@}k!U#BxdjIYp(I4co
zgf-G&w$~m#yuSh#CEU6+uqb;&3ZOCwEr(`|<>|?eVtG?|S3h}*_E)r3d63Z6rJKL&
za`yD6zBbhN^}g5bn#y-Zg@yf|%3<}0#h7u_{6V|6W9~B`Y>_;~;D2zpv%U1zwMoQ(
zTc5RL`_Ri%%l2t{Dt{xZ^V$9Ly=J51s#G3p*W@ods~HGLLY3z7VYYBvu<(4HUO?<R
zC6faqz2pwOzX%dbrBb~3j??}>oV`_8Ty2}J8wex>cXxMpmq2iLcXubaySuv++%-4^
zcZVRs-JLzj_y66!R`*(aU;C&|kg8dA&3eakk1?Kf=ZjyfM9F#B+@S7@mLN{4O*|if
z^tLi|LyFgG@2mY9ot`&gS37JLQ#H+ONmQF;S|bg*JI|!9tV1)^sX>h%a{l~euwW8*
zkMy-F+~sgv`Z^T9mTU-xQ!bWBuL^cZX!t5eG2IWSKu0r~A~>c*bH%+z4mYqE2RuMx
zd_tsBt7v3YIFmM;36W2hbb@|{x0CP);rJ8Uf|C}#2x9hW8#{ziTB|SmiQ}4SijC3K
zmZ36FowkV9k^i;E_xN>{qZ3gmB&FFDdHiE~$7>zcfZ;Tc4t;!T@F^k4XnjWGQ@kB`
zL&VowoVFy)egeHK<TJl!w?!?W<Sl!pvOCJf{%XE>YYrrwlM!>`k!rl>1sX&u?RY0w
z=<~3XN89$qq|XVr=f`Ti%oSWJWc`!`Oi0%*wA<tAB!sMfAw#%}Mj?IcqLG*iei`7-
z8ojq=S9$(^v<WZ7Atc(zCT&QjwD+v+^Q(7EZ(kZXaWriI^nQ6W0E9vhgIJP8vp-#M
zr>{ewq(Ezck7O&5Y)=}uZ(u-cop)O^Y1TYtP+-1vD2GP?14~jv6!wGDQ;_3}rB+Jw
zr;D8152bJuQLkkvwUSylcO|qN3O^*8PW@<n%?kZkv(jJ`4&w?t;f$cnlr!%*J5}~p
zNLo8=@@jGuK5>b|O~^lOs;r*{d`jN@nShRV+Jp*NNnZA6%FtEh#t3E$JH{)qjP$WU
zpOb))zu^NxCJ&9}_yLFsnAe`IkG1Mgc{vltv{Z~{quLlDzm{pTjCLI1WD#%}Vv-36
z?j|p4u?KlF=b@0BCUU4dHGUsU^o9j1^vzt!{Z*fybuVUuB<7h+0|}=IKfI{M4+eo?
z8kkoe+{w7>kQfvHn<CNpWzS3*NZ5ZqqK>H)#w}c&#X<vK0~wxuPB=WrV12cV(~1FS
z^Vsn*2QP<Kq(7w;nL_?-tKbvE3`!+)AZSo`zmBLuO=kbzPR+b9a61!tN=M$Ntdc{w
zuf~X{f@UVuJ-b&|yvQyPqP-X<niq`R{4FUF8{U-!+_R<~WDXEw$c73Sg>n;8Q%RFA
zWTq2wd+m$+$POe2x$!3c3?N~QFl4=p3Z_m2$1NlY*qRB@8>U^J77vId(X%%^jx}z}
zn$vVGl7v#Zis#lPZ(gimAt9229pF^$yG;6M4jj<UMeYB6Kwr>3WOT4B-pX{!X;g$t
z61{)cVmMNhz;JVo{F>7k+POTxQHEKMZF2O!WQlQ{C8bsMv)FrjUGU$kNAQyv2M~Eo
z{#b8s_^$^&c85cG*lSlnQv?D*!eL0dhX?9vKp~Z70fCf%1P>5M3H%#KDSHp3l$Ezb
znpXlk1~ep)l4E@Sz0=z0T{|t=Z2X$VaXwDTLbt|wZ<+R;CX!wGs$+FzbMQ^DAFzX|
zP-i8*+rb2j^Z`2<@C1+5&h?~E6^PK<9rnF~Z-;A=0U`6wS}@*O3saJUR_#LLtMYrz
zw8neQbfR5l)U46jddGc~_5Y+&#3r!Zr;Jyjl6TP-$~_7NOC=|0X~iz=mZ9HXzU56f
z?8^Tc4BC(xVZt(^b<@*JyME2T=DxB^5>g;~iPrKk<><T}01nAJ=jpRb-qe>fG;k{O
z8;2WXdxf7{4t@~__J{@ndg;oQeSE^tLAe#tLBmX3_gy*pd80&ngW0}5KV)QN=ySFi
zXk$q^^Ez}CS>d(Xo_+Lgb0@R%Uk(0FZE6#vf;3&VPIc^%;QfO`OLOWI2NaZp(Rx;A
zSncSO2>5U1bm!9>Hj}dY-C_UBB$sHFSK;)9Qx%oMK*OSb!mrK`B@>Zgh=pGSzKpAk
z*6{wgtlG62r-F<r0t9|;8EBnw=tmjp6T`h^VpxhuKHa6ZxTa+D(Ysn^@YzM?<HYAb
znlgtK3rbQDSXzz|E!xtwv&Ph?^9daY=g^Ljh-_kRV@lXmX6)x_u8W32(Pl!tkB=R_
zW}K<(m-qS7(S?=)b+2I~J6;B0ka4S|E}t6*stS}_>TPE7Y^`qf2JxJt^Edf7hM1LM
z-;3jMqY=gh5u*KF99?V1=`4i$!0j{oO;xYcqxM!)jQm%ob2XZd3b-i!TQ(!;%h)#P
znX=0NrsNx}*II{$L?y_rvSvtmsG>QZx&CJ4{Ug$1VBa2o51lmk_4QRVVZA*~yzQAg
zhp`Ricex3Yci)W06}x+WV(MD1&#}%718Wn2{9*sSZh)_X{l_@fXo3#T>~B7uN(NU8
zXvFkY&HA^q&sU(Pwq99NX_DFM<ry3KHuOcfQld|f*%+e&kHjKfzTur(s414ns$nb7
zWT<JfVeKp&UywX!dW#fH`qy`hhYaueOQ_`#uq0oZrtB#6PRqU`hD`RcGagz-bJLs3
zYkvw&6h}fr@lE%RW6r*A&JjH(r=>Bwp2_kUn{&}I4^<&L%Vi7WAwiaa(tBYckKYJ^
zCl~$F^S#V&Pdn~=M})T6IsflaTXC~2?p6P`d|m40h|G8$n~Nvh+c>)n;gF;yivXre
z9o09aoYR|wu18EpV2Bg?I}K;zi^(x@Rb*73Hh(3w<+DR@-i@4d02js%;ukfs1G=Dh
zMFr|@S6%PD!+Mm@EQR~Nsad1%up8bhkb+B6hHv$;X}{A?*Y&9yNw{k8eoS#8H<XiQ
zr}qv2+?x+u)KJ)%yns{cqrGYlWHwXCGau0~6b(-F*PMXrA4pvoO!3AC?Bhzb<R-W}
z>rx9Xy(TnRe1_0F(J8IyDrp#DeN;Ex1T2i?`%&%mOwS9}{>tntlVxb9a71g9#>cgI
zB0^s3j_|)CEi^=?Ru+O<j8O}!p6#$>eMyHQrAop%dtR=1y_a8CgACtHuZ_$|DYQ{I
zZ;pZ>Tn#2AgBd){;%D!o<N{IHuOj<ados>-Fy~fW1ECv%h!P7<qgX{(kGyBX49Qo4
zXy%+mz+sFU8rnU6(`8q*jDCLvYa93$l>CvMxXgm9kCwFDRQ>C1noEs}z0mBZ!?J?t
zL1PyWcfTgNxv%Za*$Jj%3o0>S<~%Q=73?a%0!ipRkFsKq-=zK5?`8_TJLYYdy*}>t
z0%wT+7kx0~1=eU6Nb=DyC+m~CEOId(uxI_R5+;u<uNm@b*lzm>Z|=-CtDzYB{iK6x
z&}OO6MeIWMtr1u*6eM?LBPv^BsK9DFiN5(`S6H<-oOyO;o0x4f%S0{F!Z4Mezr4nj
z=VSr(w!O2HkfHf?lpMB_X_=DI{vV<@|G`|~2oZlGKwA*y8!DH?^VYEXZeS7_kwU#%
z0KBsUBn5RycRRPSkPj!_({Y&%a5M$W7ISxn1hkvK_;zFR37f)NE{e+fGJ#tQQ?qQ$
zNRuiy0V*UCvIH{<$L9H>Wn00x{Nw8jSDe5r{h@x*bdN`s+6jaI9Xf-<U@X*yUriWm
zB>BU}^W2Tx_xYDAEQB^T`TVHGE2X#8CKPpBX!x=&n}RJZF7~$GCxs4$x+`=(hU8Jz
zBf+MRKRdGwNq%5Ww~rC-TU|E6c)mpHu=STt_fAv@M+QKn_2uLVe<RE?2j}NRd_*`g
zfFksyiFjtyX!SCYHDFkG@Z!&9b>B;{F+PD5U?)%+Dr|woIi{dsR(aqO>0HM%FU&Z%
zd--(M7VBqhgFWr%qmxfZ`pCV_U0Ubml1+*|NW?|NHj9TkB*JD!zp>zx8nPm?D~_a}
zKNhCOo??5ygu4evw?FBTz<{Iwf`ZonVhm3&A7Ea0!5g=*X;zZ!$NaX{8A&@*w687c
zDex`_jh-7qm?+48){qs`8i6ThubOi21sHrfxF0FN@V@O<bd^q%m<hDPpgpK&{+50+
zS!pI!NSl?FRjo6(Eq{Ha|6~_O8QmIe4^uK?g0!j%p&uUCV`6$VZ9<@=20dtfnRauu
zwz|6ex{A(ZDY!@~w!JCIP+2F)?27sTN1MI6wYyvENUe0G?f887R+OFRgp>J5QUXOl
zRuwsqa><-Qn~Cn!67<bjm10h~Z~gqueF=H=3|`9Od234dK03YySEW<o&iG1Zpf?%Y
z$>~hF>4p|cz_KI@24=FuNU}jcEkgL<DX)DOT3>_)sd}H(LrC@&J0ed!;hBXe&ETui
z>T<;Gs0#u7k6J9TCCoIC&VX}a5e?|TK+Z!yWVc@uolmhA!v)rF_dOUWIOtFFK9Md2
zF;i6^^lnGx`tDt=giHV~_EVH69MpWVzbNG|`11Pf679L&VKx|f7|D5!R=6*+*{b0?
zI#Xl9>ihhR7;*c%x=!Ko_Q5WSi|LEO3rl+VXH<e5ZxXW*WK4R!eqh@Fm3BsC_w(s;
z^Y=s^?dNreTiIM+YV18i;*qVo2qua^h2&aYvy^#T?h)FGUP-;9+J1v8K~b-CE5p!7
z=1t~$kRIw7xWmgk7#J$Q$UXB8y?W!Zv=E3|3WMAK0fNEUe^F1yUo73__R$VB?-~{{
zSrPjzox$#Le?DAi^08`lh8w;HHc982n%?M5=4cbk1?O_9&96+M&wtgMpaza$Ht-_5
zcvBH;v?ScD@WBlOn71mYH;rjXc{zF$mQY+n843~`KMo9JR{N)!UOZ-YlHL0Ll0TH6
z{lLS=5HE?>Z>a_0bdXb5Ja-Y9@tHh6wy@zP&7hb3X&u+m;fers3Spzp%QyLep^zzx
zhXEfg+oLZ{il;RX(r{5=pT5WXZWGBpBX}x|u}5>W#mjuX{NoTVk_cV>Rz7M4r+tsh
zQch7ra4Y*)c3BfJEu)QH?#qGS1VzhR61t?5{9(O)uMkyRAuvkY*xu-$%{zAb8l;HS
zq1VvG>zELTX(OM;@bMApWb?+Yrobeyu&~k@@;`5)^lBfzP+M8IQj;=-?*<ZgI}kft
z^z_@Yel!aeK(#e~2n#6V4cV^vmRF$Dd%^v-O=?-iffPTU?yNeHRd*J^!0mjwBjz3T
zA$w}c7y_Ir12}SYe<9-I>)Mh*r>QeTs~Y98r}))PR2@79bj`V~e0+yQF!-pOV)u=@
zZz772H{Zb#QItEgSL)TW^cMSn<{6Lk>Z{tXSP&-h(SPu%_(|-}NQtC@1y7B1w<c`4
z6WX6Lqt{1>yOYp536mdN9!*AJ_=M^qbOglch}_JJ61UC~azQ!~=sSAnQEp$=$9TY_
ze3P!z+~E}o4(36aKVXTtZp{k9ed2K40#-D^V~KoK$=f3{jyuRlcaj6+s>5+;9P$6M
zf7P<CI!Us&9EmCRz|jY561hQyOxIRz*2nD97uOycoDH=YwD~R7;k>fpsWOJSo;+-^
zW*_?)8%O<|WQo3Kxdwl@(aPZ3F_2!4kVN^YMpbcl0KffKHaS+nzx1P~a{CZ34u(pQ
zO27ghJn0sa75$9*5k^HFsHga1g|NN?ynklVMV1T0rnJSy6u441%AibYT4pGIFXTh!
z7f`|}Fabxl$qAKakM{ZBIGU|T+{8Y!CW!Z=IN)-PNW(L>zdv@c25nn{nwo)*ZjaiB
z6>`Gturt|;pN9<Av0_R5PExpozv&#>!RNRn#Mv>CIrb;j%jtL$DzqjF-Tb$*?)yI}
z>v{YRpW;)nJmpY>Tu&AFqo^xuB>L1XKUxx5dL^mW&X0)xU>%e88o!C;LzG**Mh78&
z<`S2^`gJ+&jVHwaoDU4OkVP|JP9uWDd~>oOPJg&dVp#jEpplHLGmRu-OxfY0Pl7m8
zF1C@n1C~l!06=SlZ+E%A2CVQaD#+obU<3f$OO=J%j7ivP<$7LB7^a@Ys810y7S-|*
z;*9DHtEc@~t*5AZPkf3^gJ-(<I_-2Ktgmy;?uzuW4+dLAc3k!mWDN@1S`Qbx5Rb)u
zz9y&VxsJALCduVU?Xy+>qg9?=o+J1l)S(<p0yAyX2eT1Q5i$n^onG2o@z?#CFis2S
z7*kN4Q*8YLdj#f~QQnNky|@t-OWoD}t3%yQRZTr!=9uFWiSzl;9l6fcR2)YAmj+|D
zawDyzPL&v>urqW3Ue^DjVda77Y1TGvS#A<V8?*D852hVZ(?NCKj6_uczSLMrUNEEf
z{1Refe;iH4hGWE|vxU)h&le6@qKCRGM|gMlMb(JOP;>O5#;af#j*SeEz=9MG{~9tL
zgoDYqP0of%U(~PkEBFzPI&DL@Gl&yhk~;|2$1$o{Hm3X=y-a=s(bu9IT2+){Ts`Dg
z-C9HLmpm!eubev&nE1=^&tJ2VIFr<D7_jWEyk6tm^?m(>p>vo^C3Q3-AC2;CCSOTs
zmF`Z>VDL1xorCT*xsPm|&UUY6ygcGy5d}SR;H&_3x(8yHkqy4*xEb#l1lsH22EBJ!
z;>55)5<mGLbkQQN_dCd**3cjbuWPocjhA-rld;ND*#z{-%C$viT8Sk`IknT!<EE+$
z*3}`U#rTyHgF8ufm9dh#1t99FV1^JOciEFa$bt(4ULlAf#4tVff2(_~FX&44_0?a+
z6^#>eoJ)3;&$qJC0H@?bJ9A0girmVh#;~nAHK4f>(jX&&JPLURDwM(dZ|m1war+US
zKNA2dey_?baXJqe2#AB!AO`}cMG$##;!Spy4<Uu*ew(AE5)_kLV(g%ae^X~2MSJ;v
z@52MZ%xy~?U=gzNK&o7_q?a8SJE&6dhp#$wO4{Ho?>Zc$PY|e}_|N&mag&YFAuN}(
zWJHJY|3AfVhp<Qa|3UEsi>0ECY7u=eQ#Lrc_DW;hynnGSdhTcS<KQZNzD2~t_%4&B
ztS>`F=_^7K9iBv5R6<$CuPz-j!TWX|U_zmg2@gy^4-6xB)gax*uNbGu-U_4=nG<<E
z1IsM&%TX@TOJ_Z36Ub$1X3^$#B)+)1GC&ZI7|N##TlQmcjO#N~_Em|;>Wvm-b&_N6
zL3S%^hN!)J=Avf7-zYKPAbyXgGL@E=Ze?LUxQtrl509HvF4Uh0p`CjEwsAQtu!?z-
zjRrsIKVT6<>#Tf=J5BdO90ow;uW6YCvpW|XzI*a9Tk>!Tx~jKHofDI%KGbZD!>$At
zjXg7yY}v4ZZ=a6uV80JRcC{`<B{J!*pE6zq%$8iO+-fm@Pj(`)*l8TYYSQvZQc{GC
zp54%v-|H9|KD6KYL94b%MR7Jg_Gs04&=J7%BK%Z|#=?(NXDp~9<`2^S#rS75_n%Sw
zA3Qj62~<o9{{>?@>T0et)=Dqr#SZ@!EhI!S&fX8?mvk+59k;!;rb0Cij#Ih;ZJ&6I
z|JVY%8H_GVwqcCH1|6bBog)vMN6<mszi5Xs#R?<A54K32*Y<ghJRO}QdmY|siICAr
z)CO*9O8s3t)nKs@6d1?=AHkizS1&g4%K-N6Z^wml1};$ltFm#|YEQ?>$$7uH?DF;i
zx95|$pp!8jq2mTpqEitNdehhbdRr`!Lwks<=IUxV+fn|G!rGbWDH$1`J7*<{r2NK5
zJ@;NPI+@wWvquH4I{Xqb=ln;W+B%=N;4ElUcB;|w;p&sy8CDQirb-ld)gt>ZN52+O
zP^zLC7DZ9Q=vNv3N+?yf7F8A@cYPv;)Bot)?^#=LU;{TB5L~`JPS`$0rXzmng<&eF
z#e8A1(xEyy@2`rMtv-im)*~Oj53^|8OTaZ9Ki+k9c6VW3VtqF7fvZROg^6#u#6W>K
zGANL^WbUGykG0}yB#7|Hy8lM%14gog5B&tBQ;prtD9b`6=ulksQuC3Vyr`mPG)fQF
z#XiLEHQZ}*1)3*!#VeJ^mRb~G;i$(pkrXb?2W$)^v;*$yB@F{-gIaPCU}1at-v!Il
zudyo?(bLRs|5{iTlqQ?}J-gcJC5?Bi4I<31+}){ssxn_|8_X@s^=SwWuRRRpxeE_^
z(S=Dn9{JhR(>@$39LGs8<iuqs8%aQdU!|(s+TbZFO|Z`KzBjcpj&S1S0}p>0fx^k#
zvmSC%{pHBf`q`eO$=mN6B5%h_p(}K!SS^71%F9Bspxf>ndlZRW-0kyrMLgk<T&qjU
z8=LQ3t+3k7&d^BN@2{Q(8n@4yS^VrBorM=|aq{DDYc?{B7pU|)`bJ1sS>&G)KSx2;
zWj${;AoppgV_Tx@)qx2!-qoN>8bkPKY*ezn^I%51O9uCrU>KNSIK&QLj&S;lE$j|R
zjg4MwFd)_<kDO<>d9YbQK15XS6iQn=##Y9jX^Fmq&{mdWJrCsw*G{-gVXr_DNP=!3
zK;s^V+@klECoMTy<x7y>UqDD={d~OPb_e!EHF|X<u9S*}U#z=i&^pgX!~Q;y#R<RO
zYUNAL7*+h_Vs;)%;ndRkM@7uV#CEOZX)2WBk}G#JG;ge^S>g8Ww2R^*_H5<GJ%~37
ztSYPiD5+ToFgfv`(joY!e_m+CZk3A9)S8X`!OJ+u5U*olxb0;>yddR72}*!4*z#3$
zjP!$(8Iyi6BaJX+d>t74>s3bkfgm-3EylcsWY?ITF?r%dzSj;^WOwWkv?1O52g2fg
zRkK=+zObfd27>;7oecow!CcEDKTe5K>6xc?QS<i|znlAK^r75zyR?L-+m3WcHG2Z8
zZCdu9C39r))ACVVxAFBUpu9-lPxMJiqDAtt!WJ7{tOnd8^toNLUo=C=`wqQA7k7g9
z<fy0e3W9zz+4<|}haI1nA&3UK`Nljq9aA`6Xf5W};VkJ*$)QE+&-8W9G=dWn!zbjw
z)EYK;2qcrzdGnH-ODBvo3ln8O$QcyPt<tym7dINtkUh_eFGp~#v#LtzK-_|ou-nq1
zD4N{WJHOp6oDNo7=DOX~2Y37Rv#TzdvN<YyeSblxN1`q_^8L#9QMpJo>XVo?Pxii*
zV2254*vfQ*<4ln`b3K~uPrn~GX-!<bG=CCC;2-BVY~K<MB}FB?Tv2Oie|rhm(iNXI
zV`&)*fFQ0H^28$U{(b@dien`jy$F+0MMj2YpcK}@H2;V4x>|+Nv-n#gGtp(np8cTk
z4u%|Kg$<a|P0?)sKU_Em8e2#|E7>$X)DnHIaL4U&KHhz|-h$PSo9LqdkqUO_b($!~
z>+FN>hNEyXHY@;Fr^k7fG6j?99bJUT!?!iRi}q94oHc;7x0X*;L)i(t3yB7Wez4T6
z0198ir>KHA9D1<cGV8OAssHu11M$3KMRViuzW&>7VkKNBxIdV($rGf_HSm35n}Htl
zrDy@&VHl`aUcVm+QmRy%V=M-$MSerebsy#YC_HpD1TgcbTCMz6r_=L|auvF!H~+Gw
z3EIc4wPDV{fzGa0|5kXBf`ws#RbE?PQ|yAjqkHN@J$@~Ego5E`*zY+QPy?Q?fZrsi
zz}JUyQ36p8jhuEenP4V~;N?)sVTz#j0lX6Qt=+S=pAJ*RqUNhs4upPYVTRR2Ch_z*
zs=~fH(cxkRF4Gq$0w{Q%Ge+yOtX5fjSH`GgiV{2=vz2vTflScLtH(P9h)&uOf%u$*
zyy0h<CNco1pW&y7rTk34IR9YVS*V<?^9qjhPy_?dx4$<(p)EEy|3hhd=zOLviB5;N
z)<jEoE1mEeCa9^zC?I~p?d&|$Fko#kDF5eA;R{ZiYYO)W=QrK#&<=OFtj^Tb0HBu4
zc$0vHFei!#%6IcoYb_%9TlM$LNcmp$k8yfRvWQf^z#2UA_`RToxNNJy&9Yb<%(=XW
z5FFvQb#n~m+DWaML{gfhZB0_wNW}QS;;(|As%=q-G|<QAfPzHrj>p}xbP@b&jsFg`
zlL`ZZ$5XsgR277BRce-8(0u8s6Y4RVMxJt#lNWNg2PeQ*MO&5nI8~i%EI;$y?*;eH
zTdp0Qbf!Q$=<vV^d@u9HpB0|)=GQ7=%~H*4)Ddx!en~nK1((VO=wQ&sY4Os^9qwwU
zCH%bdWGnK4swvmk*+6GKzwkD;<rAm#=7|Fhd3(u&{T^I&+$*?)QHpTPB02uy)xpxC
zW)dOHLx)e9YXM?pB8#L#SYB3|c*r5LXw3YwMmb}^oSC0V3PmCL`=e(tu|Rm9v>nd+
zbNrX_&tHCO^YZed32yi4q7qaT(-xiUpIO=^7fD2egT_dy#E-K2BwoGWdrRweO#e9h
z9j~>Nlf7Yb+~V|AEFL2XKn*i?`PWHjQTglLfj&n9hd`2gkEXLtj3u|vTXt{NyNFV~
zj}{4m8%ZG_Dl~syeXg9uC?j|QpfW$v8#<rYb4m6&{=POVP4KoRVU{rxvBcTnkP{gl
z^lcEcJ#}*m3&qF?kZ?~}%9qni&nf(2?HhgEKZF|O!17*L?|8X0{C^uF^h1RIx#}>e
ztBxtYB|C>_ve#GTHCt}fJ-*Sc5t2fxYK{(k1!3ZH1YIm38j)#$E;bv0+>K)EK=WzM
zi6IQiDW-MoHN6k}NH4kkj?N`8HbbvX2;+0jJ{J~?yNhd?K0KY}V1)5Fw9dffZ<U18
zr{6i_lX1!8W#RCc9yS>236)LJZ^UEaZ;`hIHunZ0kVwc4o-p*wKE>~p=+cwqb<2Lr
zuUmu=T__Q3KiLn8bu|c=L+fc%mkgDh640AebeIja`k-a|P$aG5zWC;2&mM()>W0!N
z)VCjEEmP2+snh5RrSGJk3|&gm?i#Y=w)yDF%6c}ctF*=%5!Z=Dj+?4{uHYvS0jD?O
z_!NTh1%VHN*e5k<#@QR1rsCT7(Rnil6AO21UQpq4>(gGNh3t`(_4=b?JEyMPx6C}a
z>Cz-m9@U7^x_iA-aK#Ob4hmKh5&_Emr~VqY30&mL?aw^bmygb;#;xiC!hl6I*Hiy=
zWpS3YDAXK-yh-|q&{VfN2P#xTI(Eb`ukH=_iOmSjS$h9{m}?b=_haclc;2(isS7rK
zSpubnS4Ceyy;W-6a@(1cQQIH>5S~g}<_}YYbf0P<iP%|xr!IBz^|#F&36LuOq?GV<
ze#Ie8wLPB9AEoMz>g<&eg<xFMb7eDR3Gw`Q{e3JYL(?;ce)thv<;vs+hh<&goF1}9
zXCDP+j|1#B;I#6XW=IZL$_z%n#bA=eO>~v`!w{KjRY#zlnHo65pV<jzLw^yedv4q^
z{Z3h<uC{gcK}qONzKO2pa}p#DLE)Ep_n%3_%sj7+IGxbkV4-K(D?^-Z1U`l`&HL2z
zt=A~55!KMx>t&Ub8_e59kh9<&K0Hiyw_x4-^ID4^<OgN<O$!4GL*fwHFwGgo8<;U8
zDcVgDOYpycD-zW#QdMF*lqcD6Lg0Ie4Tr0CKmwa8fU?56o$bJ+Z`FPU$NJzBMPp<z
zuy4zZ3#Mo&Ip$^kq8fKuC=Dbikpy;1FUn^j;I&%!85t#e4ufpa6ER2hk&4zcXUZ9b
zANjH)dt+$}ijus9&%=3zx(6L<Ox2^16=^fU)5Yuv|4Ihny=nIEzekfiMo+))ixaYB
zaO;=DOcadOzrP`iq!fmYSG1#y#jEMh-ccHC9!viQ3)$U_-01AIZonE7hTNjb9!N$h
zz1NRm0DkN<VxPOT+l6AB3-196p)ADMqDO<NlqRTGQ@0yNX`vwJbrG@_gh9`=ONXG{
zqw^~wvBgW3C88rvNl<H22^bAbB?V=ZP*3mdTxl8yrw-U+7Zwin53739B#!n{fq?){
z)}Ih_VfO)Y48nF9;UL8xa>hnbz5lC6nU|Z2cwzXD5dYf78(&@rMx*N8SS2Jy%Pxvw
zMIZ^{_n&3EH&Hhs9dXnJ#_sQKfJ3wYgByUHgxA}oVyikKEqKB4-=^fUi;;gDjWzvC
z!<}MwfQ@XFVE?ifP#MM~<ikffaPU)oL;cr75K}SjAO2{QO$bGHppd2FJT7|z^si5t
z;y--COo#GAbWtC^<s8EM?3cIxD$m&kh6j{BswHv%9v{5F%9q<8l52W{Q3s)$^MAWx
z$az2;q^{>0Uz5Cu72kJG_ive%0z0Qk3@L$~)4&rP$pXjQ-Qi`i@8$|VburDxc5l)D
zy9+K00qCjWHQ<;daR<BvO7G<`|MEs3ifY}Su7#iNCqX0(KF=?4$V9HbC^UAT3f)nk
z#wcpv#*ucsk@LVc1V7=xL@6gOLeGGe#=Z{H@-oBh5j0=`-sN*GwB2|AvPUJhsQFcG
zBBYT>qujhlAt3`xI`n<5&cngMKz|L8LR5peOA*4?DO9AC(*3HdpVy=LeVab2j)Bmq
z1#t9%|Bx?~QX!^fiufa@%!%<w<l(B82|v~zT4>4jKj#F`4_6!<B5REMJ5g>{%u5fW
zH))NY`#>D<`Q$XS9>yN;uqLNNz+6hS>w8u81o3ObZhc|iKQv#lWGrPRPpl0^;8S42
zDe1qsetn_Dn8F+^FdqVheq_tLkvW@+$~e|!XwYGwWrQih*c%azxz>pX^ZqJq<^dIw
zXZxOL+Ojj&7(N?=w@B(^fcII>i0jC9G$&6|S$(VB#G^$_H~^rBBDh#ey1mI?d5T+)
zaz-N6CX2toc(`P6p%DGDsAT?n*R=W5q6}0WaZoLw#K=Y<Ze`~*F6g7sO*2YbZ|bf$
zc6)wrxRaL}79lN=nSf?z7EgcBHC9>s9QLi^%j9tUKlI=3ANnuAYg*@t?Y#iAo6LpR
zoY|9O%nn%5KyUpl)>@rnV`D26M6$*lmJ3Y&Fa&%5liQ5ZMw;H_!^3XDNlr;YcQ)Sk
zetUS+tV&TizNdS3R?}s?G{3r{`QqRoH@3RNM`0t)6nK$?=?g>!6^bN{tiLZ_U$)c=
z$j4kSSilUP5k`>gK64HO+cEoG9Dl7y1zYt*q&kK_>nwD{V$SH-5v`U6*mX#1LpoFZ
zS90&hQ-=?r`?$<FR2m526M}lmAozRnII8MR1YIJEyJV2+O`Qba!*pIF?$&wgpvA51
zd`b%Qxl!tOsvE{VEGun^J}BE8u^I1y9Y}GAh^=}%4Z!_d8~)+`=zo}^9rQK>Z}{|x
z?;fvpJTsx^e|T_z)RFiNF}Vk%=QvU6F1fAD1K5lg6MZirWY`VJ+^if8TN~+B8UaJb
z1P(+Q`0(C`+MlYI6P1t3?b9agDu4G^7rqcRso@oxU8ejK^Zcps_6=#e^VLKzwY4xz
z;|+B!S8f>kCAS~{SMMCcX|~5v7z=DZtw8xV1iMU(SBoZrIupn@gZ)3_E1-C>hz{|M
zix6+-1)D$rNEAzIx{K++JoF=)B_Mr~TffAe6qmhW#@@$DEs}ydyj_N?=iKeu{Nqy`
zvA5_Pq9vImjU6hn{hIdv*38UTnOF<W1_5u4UK~<X>V@vLLfnxU#Ly>%->UZ&YMW@8
z5}*xBlMM0$($-5#G0Yum+XvbpR8K7VNL1lsEr6D{S!0TO*)W@Y@=8OVHC=xFOpS^=
zuVaUQhenVyrahDYKtAzA9I#oX1PLeDR3^^OBt$(YCjR&}st>Wt)-K~lRP|X&bA@}I
zB8Q%=-o1Ciakd|Ed>J~~Zkx7nN89NkOuDv0Hj2raklI&B*3bTTKc~q~E5_~N;h8p0
z^%tttn41l~NFhCF`{x~hH;{9a)n#fk?u_ZP2#fJJwiC&Q2A20V*X$e|BxG3BkCUDY
z7*;44E&q&VBsQmCQ0i$xE=Ql+J(REsHUT{E%X$xuGa9CALP>(|l#6Sn4$<e89r#(P
zWhuY`5<l4L0ao&|RWb2$5|2`c$SVrmY~ld~{u@`Z2a^Tb6sPtIqxkd`M;-oJuGY+f
z-(u+bqtNsW3mKV*W>@!<bpf(@B35wy{_a=At8x*-pI>zzrQvn~;ytqW3lhQEftap7
zgV6$2<kiF>8jAuv-_tTzqRXZyqqh+{*-<que{7(cC69KwA|=qD5A;vgiQVhDAMDsS
zH!POWn+5WW4MwnPO;DeIMKw*;5o;ET#+(n=kJDLNZ(cD5ZE|&EcTs<sZb^^wLx`1j
zv5$Wz7Joz$dqT7WGJM0O;UxT0-2%TdzOBoeug#6XlRylw^xWD>vlk6TbxEdOnBeWZ
zPl!2Lkc_&#&3wN<PBl1(q~?7Hnd={LfXR6W<@CFHS_ZiP-CI2(j~Jc%1F8gK=_@LX
zF=T`4QQkH^=pIKEzF{r?gJYZYj@^gb&_@>1K6kXwJ;Y0e`LxXw3fh-zXS=(NhVo6`
z9-9#n^4Vf>S?Q2aR|Gk`*~E|a*uoLf3#<SH-{!T^{pzdgyQ=UJUbm{i{78AXvEQ01
zn+gjbTx{eMi`BA8Tyb)6Z}u9o)eYCUAVp|*AGC3BEQN&L=1joM<OEoZks@!&$OhY}
zC0Xu=hX<0Ji*7xW;_H*EZEP3eENf+>7a9!(3%Nsp|L_SeS6!Vi*IQy2wC=&waw@DZ
z`wvd-*ZD5i`F#FLk|dYxmjXCn^6mXM``&fSZv^1_+R{=pXJ&GYLu)J8!V9}Ln?49R
zQh)*@I{dBvd86>b-9XuqMN6WQt77{+9(3L9<3F3XD|<Jb5erz~L+cyfg(<M8osiIv
zz<9^*zb89krlFvTA)tx(K(xKf9)DJjwK;LkXc0p;s2%n&GX<vQSmT76L#2P`l(Ny&
z+kZS8RY(TKsNcsCSv=wO(2u^Nuh9OY_6z!CzMx5`#HNjuk9%lN-}$HYR0()_RK|J#
zPETogH&MA78&Gj}g2wpnrRG&3wS=JYwyL)-tsK+77Ex$qD`;={=x4Nz!f1x6wRg-V
zAjk9%_VpQk*ns<t8_8ThOLD!-UW*5iXUfk1B+ny&35zmm;}D)+v6@MXGbE3a;c;4R
z!+~uZS4W*<oj&aRQQ~qyvQYGoUmp8-A&y+oY$1AvT+YGqsGTu;x}Q*900yh74R|C9
zkMhx?Y08@&66Xq`Sdo_vM1F^;Ogd5+3F63*ZDrAWr{?qXa~Pjq{b-R^JLBC@A^GR%
zpSY|V{93zKaQqNXAx5$ax)>j0du&Uz>GT~4EA%s-aRt2hx7mGaq4HsfYK()>OCV+g
z$)~a4?!prW*EoGnh{ZVoyH&?L6MC6znUjG2WSqei2l?})A6<>!*An0(R>Pqqxa{4r
zkNhke$`M#mW^Z7*!n!*f_(4&K?pB=ClP#tNz`ejN01R<0g`F_v!h|&D2DU*?CK4a&
zxwK6%3u3RR)QSUZU^o`dGw|p*)KmBA<H;HxCAbk?c^m#G=YnmXGkqiv_3&ug639w+
zuV1sk$`fjiJ9PXQq^QpfCfT}yRI2odM{PYlGrAEtNr+x?S0Bz{jrTOOczw1qEgi6c
zu!Imd^#+DKS~xotc*^)Vwn<P00(%WxRUhRQ{TSc@dXCfyUGg?w<%l?W=&XUzT&Z#!
zDRqa3;Hw!z*%e^)Wz9w|CA<v4#nuHDz`Z9Kfdr`jq+E1w!L7V-<wT-tOp<jx+e&k0
zRK&vju58Q#w1FS6ct7mznu<JC!0@{RX^`+c>|U4;CS*Rx@ZiWMC-!_H$|S2BYKF2b
z7)-vtHv#ZJ^G=UhRc7UOClYG}ZHtHSaI{x11mxz1*c75zQ<f9I0ELqr)K!0XiR5%U
zC`JMeaX%CdpOu<PPOem&z|(^i%X<g>aX#(&GhnawsI1Vfwu`E{h2aS<AM?4O!Ek>J
zSFfwq(^L%9J<_k$OYpXJ4o2-d%Qa?t4|wWppN_tl{G%rJdImxKhNoqj`fOk2nC_+_
zFwY8JW}8k6bHH@K9wiCJJfo#b<wVZuJ}$lm6l92>n+h(o9F7%<O0dre(sFtk)yDvw
z-4*61Lez(6Pk;2JkMfV*U=iyABhfQ6LEsbw$57Cd=<vPLam)v2HERd>gF5C2;v>Lu
z;@hEMo9x!ce`G{8^uI9svT|{)?I3aX?*)#gwhaW!BiN)jEsDqQ_(d7bYs^Nat^V2L
z8)katjh5SVTUv4xagG<ExVO4_zZUw3jHcf4mo1mSW54l!FnVk#xkM(}nZkrs_s|u8
zmijQiVV|tS#TX|uO_4C5b1NakhGdEgA62KODvkl{W+IVIitB#8IvMz=_naex@1Z|s
z$O}GxPn?<ilYDdxA5n~&Sr!6o0&pIWVr(#QUWAeatMa6vyh-pOe^C0e842?_D;|;(
zIX5fjrnlyH)@~%MDm7VE>wQs;(+NMuiWY!hMO-PVIR;yLa;O{efq(33%h)s=eJYaC
zXZcJ16XSn|NE1{O+0;5gvzsIo6@M#G*+{r{n)?8UoN@sTs=QDjQi|fM=JxA1d-CUo
z+C9LHjZ=5Iqx%kW<#9D#aijQA-a#&9*~aqReB-M+mX4?AyJal#30Oa->2XuYl)>RN
zCDh~10jd=G{#R=elq=dAZx+HPF%<zTj8FcwHT!ttryl~{&?X{Uj1T<?zabRgw|AFU
zUQ(8{01j_ReAKd?|L|3J&l+`kQYp9q<(2x!EJr@0K#ynw?!UC61Ro+LE6E_B$LbY<
z+zlcl3f8!7CGaZ~esB)<*_bWAGllNB>Z8NiRcc%>r`bU#LV)L#U6XMb*YVd&4y^C~
zS9sQ`fVR!~<U4hI;{PDo&P%Y5h4Wjn?3uI+8A{ZNx)2akt<jBR_?y36EbZZC>0*ux
zv4bN2m2Jrc!5he2NBjkH6b167ntI#`NCi`jEoIzRlO;Qs$Pz$#Ck;^E2?i1=P8#Wz
zAy4}Z4#qJ)!5A~W!&oY5O}st_>E>8JOCGbWNtr<tv1f?U-NH-)5HljD?yj%_K2Uat
zT}hzMjv;f6p(>J;E4xK|rV&o7`Odd%ts}ls;8chQwH|HnMr+pJvn~4jcbZ!yGJLNF
zOUXJonSs*&&9uQz8tv@390t_;E#_3r7OSfPE3|ADh#fX;5ClM6C%7Ekj<jUylZh*-
ztxs-KE!}4~N|`w2i@|0-su5wn#>ZF1Rty|f?^tXqObCW$Ie$6>LZ~};a7RSD=?~w`
z27r3+`2+Kbb>#VtUx)HHbSiFV$LGpU6tBIgN4m345;S#ZYhR~z`E5ZFzSZ)Zq)Fa2
zb^GuWV9R0e*~5ZG9xh%YaB^e8K!r??v8dcF*Ziz|<Od1~_@&!DcYrvp-1Vo?l}t%8
zsmN7Nbsfz6Ww;UjSwm8qG1vERu4C|p<pzu1o*ru7MmOp7>k97O^RvGzyZbTX3-5Y+
ziO#gvZ^pac3GSJ;t84wJVRuQ=*x~Y%el3AhDBqJ?FrhCst-|p_iQ+(<4))kf11<<_
ze}QBwCy!<8q7o<TVM-04l_=<w&K0Og=$r_VvPBy7T%lqj_nF7Gv9jKSuOrfY@J(NV
z^zXLH@CadKCmsfd*>$Jr%Lx|jQf!tZE*-Kq#@xwTjPy6c@Ohv!XA9`eiTL>%YQu`L
z16hmap8AX=d6zCmjmjM(`qZieba}s^;)1wAPEF5v!^JXV-SMY@#$;`e@>9isJM2;f
zz&em2bwYlDQYjS4Z<oRih?fCV&etgNqINTI#vW`*s5VzT`o!w}G;yL!9Yf}0_l83V
zW8M4~rsqM*sFn%OSn1?He&vavn)aSmgCe0%x{Y2n_Dm=mHuz^vx57{;bLHKzk+?MT
z<qwBX2oLzN(5ZB?UmGk1va6EWCklN5K86@0Jo^U-xiXg>nX0fBn9+DqiEw`A_IrCz
zrGkpi8~;A$qBul<E4+E4&3{IEZS~BIpCi3VV@(L2Wd~bCj&JmO2`YinS2^&Mf;o7+
z40rEg5*7Xhg^!g(>x#DAp}J?90H2cT=Jmi<bxky#&hqICuf>JCtG&9PA}MU~mo4d~
zx3;&UzHgm23uhRQ?1;0b)0G<3blm@tOF{m8_Wk-rGEIDUOz_#p+hPN=ipN+w!y($P
z?G7x@U-eY25r-+mRV=kjF3E|#?`P8Pe7TmF$-Ip;i5&8~d?b0qJewfI@(*2qblN$L
zyDG7b=-1PvRGd73wl2_i%((}lCu@159M0W^fg7BUxF6RatkNYp3N(-kHMPNow^(ZI
ze_py)g3N-08TW^w*xA{MOty@hmJbaX{d1M`ubT^J1I7LOj<`Danf{b1{)mEm?R+h#
z6#&}<2fAiUoix&H?^c~Bqr0kz84d*@+%oTA*CJ*LR)cAqM&h8hE@eiKWQb+VhxV(w
zHc+l1Byo|E&Gy0Uh#CE9?Vs4S=oPA(@lUIAf$(W^=S(ltxWaM8q(N<1)zx}msY345
zOP@1eK|Ny+QaJ&sh@r0pi4BG+TC7i;t@r{P82X`M+}Sv=0W+`2hNs0uy3Lr#8SBRH
zub@gJv>jaeM98DqR3Og|XZdL=HW4AhDG9+Tl>e9UcFBBZQm-9rf87qez^n`2BMr{V
zq!8jwxJbiG^a4Si(^8<B%Yj)fet*AR5j*l58_!`+*`JZO=dxG6RvLd!2CD7TXqcl`
zeQOlji)RU;FpLR6tRAnnAngVgg|sYsWfc6%Kh4$rczC%4#)j&rIzufo$<ylK6})1O
zHrS%O@YN(QcH+5&VIOj=`DAawd&xFZE*Xfe;%h7a0~6zJIkh0AD)MPlQ%k4YK0CLz
zG*iFjJ9wH)*BwQ(Jyy1S5(p5kv_W2qWCRQ}x!eT<1V6uKn;*>s*51C#>8G+NwR_Ka
z(vAVEm6o~Fy9pAj0l+|kRAob%M$5#61ey%gmlUi#dB3<x%Q|AFxlDOh0A7u|nJ`Dj
ziZLK~itq>Tn5o9)tb2xyZ@O6T#fYM1kQ$WXwJ*vjU%P#Si&bJ;A2Ojep><W1X1S{f
zsax^|Gbw4njy2r;i!UILJeWxsg+C71|1yI3<Xy`Nel&)c6PBCIuZ2BfcPI~<v}KxN
z<J&s=+`+b(voPmc@h2BmH;pR)q3Qm=WK$_bM2=nlyJqSSE!Bb63b>=L5IWIp#J;}$
z&<@;Y6F&9=6`i%#R{v{Km4MY62-<FMB2X)S8@F3^Imai364%;E&LlZGro+t?K)EzN
zWU(TLE472DrVugfnk48EIHqi?`kFs|&9)}5m7lVZ_k}rNN6Yob)7$u@#fuzOoO6UT
zSKtsC!||ZCkpc#>?vn{Ow~yJ~&lC6XHs*#aSVtUf;s-TvHT_ctVSZ;fqz{^8$1L%x
z-M{e??0W*f<a@or$}PIgn;Gb`Ry$xDv1|d$F!h<mj~2+4z1EH`$Z#Zbu`qr<9Ou!k
zXA49y*curH2nr7~f5J9_4Dav4oa;CjZLIS!T-E>+^L?$!lm$<caO#@HuuNcnj|6pp
z$&V+KLG|u2O_geMH9C!zkb}kb<*{t^X&qg`^#Qny1!QeXYevdSE`U~Z@T$Xucmw3o
zEYUldz9Wr)8{FWH;GYzhO{P6D5xOJkYL}*G69<>zJ7o;To|!Bew{p0I2;mn7a;MG+
z4qsi<IGJuv6Idf1gHvW1&V?XpE(j=HnErhWP1%=twEjJm)2*+v<VgaF8rpY6sm2GW
zR4CtL$;RB_fxaU?B&MkX_fCimw|!c~uURXb^=o)%fz*?@tGKsL=zAdP-_p#rs!e;M
zZh@$&0RMk5uEBBVRtM*buEe#rLygz%qdxNMDl6Y#^~mH&DEHL<B2Fixq5eI8PC7x4
z@Sm*64)!qV<Mjg@_+tpRXdQrLRl>SVBW2pFvr<~nRGW#kOKW9;%`fNUdkf@X>?dFH
z+76B=hl@qy(lY}a(|{H55LhY3)Yp>Nuw!LrOc7gYq9D|_%mOA7N;_`gXs>S;JOsfR
zEOt^DrkPDugHN+YYSU=Pg@aKg07z37@n{VOCoxY~)VvRQ+lhBv0$(9|G+~+6x-2`t
z;nRNCM3^nqaOwW!vyU=3SpvkVCE*YHK9z>sk^)<&xp~PoMAJCWoII+=n<O0f#6kyx
z<S~!QQ|B#~WpU-V;dS%iHk=-&iW3*ra;u6Lj)G_hi~)0re`SvR;`7YMafs*f%@0}(
z-SP<Hf_Yw3<hP@9OEp3-M{dH!919J~`O7>%a7f-DIDot<#x0$b{@*5?$u@JfKoMGA
zci8jA^?*vQU%wk++-qU-k2Jjc9dhBMS9PN5&?6b|S<3vOo?->U%ctm_VL5F_3^6~g
zCCj)nQpEryzj`OMrTOELXPEX8-m#r{V8QGVo6NrWN381_lk{<ts67BmP!kv+ck1d7
zE*6j_VFUF-=^auE<b6*7b&%$yQrzW33_SZzAulPdRJ`8*1*!;DC>7NnjiuYNLwIUc
z<?oB1H3Gb<`X-s3Tl|Dcw*xxaGbOe@L+rA%IrYeK;Rn9L43qF7XN<9N0J%gvs^ax|
zQ-%b^-ZSw<*)U*!662hCui`=($5hf}=Cw297A_k4(*RJbLO*gQhw=NUsnB-|Zc=TA
zi4>`2`s-eu9ec%fh495Q3)+7qPj~(cYx*%VT9X;(GVhxP)ZUQ8{F~$$Lo144MmZSe
zn5&ZxE+NPNg7|A>mB(nlVB`Qz3;;v`Rq6BIkHvR;X;1dQ`B16?+R=w`Kwuz8^IIW#
z0$Qk_@8uWJ@Tr2^xE1%;aQRQeXUyM*&$;)8&;QqQoFcLyjlT__IoA-gtWzq0RC|n-
zt)T$weZq?ir`gAoVoDcngWlVF+)+JJ;-6-Rz|XK-H*!7gkN<@A$0rXUxQe_RZ6p3D
zCLh07{@iE+CAt5^TLDq9)aF9hnXf@8i+iPEvd7J0e<!o_sSR$eu31RlZBfF@^8Tfs
z`-i~Xa)kTlw1<Dr^m@Qw=!8+ksuHLdrhf{gx$z432z*=O!iP;rDOsl97W;#Z34h^U
zA4gKSXU@@mM)DMb?HbNdYKu+I6_u16W5r$%d=MAbk7F#?q#2fxnP^Oiy;+b4#ihmP
zKbILJrE_|qjdFOfrLq7X4&bSJUB^e{Nhy#;9H@F*IDutq<)+U>K397adpkSG9~b^F
z%!%E`$3SL{4e^H0Gt;l{ONdVSbGcjkRT!vUGwaFfk<GZGStJ-QqDjT^!szYL$F%!;
z&k2>!mU&}i5Dtkz08TN6w@EnOnM#zVcI2C<HE~SBZkep+N`+0r*Gqd7Ha;z&()MB_
zUV&@rfh5;lxt6^V{Y`kVD&i5V`dDjtMS_KNjj{;-O3uh8;=$hhJ2}wk$gvR5QSS7(
z9-3$wfzuo>ay0if^HAjs1(Ua*X|$O^okWCvWNxMV+;bQjZ>9)DzsrSPDsX}(n(y#h
z^%o$Dbhh;$I&gi->;#B37V;t9+66!7!>4-d9XSTrbmqFtGY@Y6#=+69xEfi8_XOEV
z-li7G7kmaB0o|%e7a3<wUVhSz%-HDUV@52s7yq)WIvvdmi-^=pW4QhAy*!>pf~Yt&
zk!?=D*OJw7TX2HuUQ^Y~%oDHNuRF5LzH0fkI#D7HZ7~YXdoOI=@qD#L8zS|dm7TWL
zEeYG{Xnkzk&2QhF+TBwq^_qI^!W)Ic2XeT%Kz6FkL55aFGT~v%7qH|f2~A^Zze05Z
zdDIAc<yyV=elGf^iO8a?o@X)<j|KfxM8aRoDTra^xl_l98Mv&O97oqTW<6%2p+GPW
zm{i-iN+mPnda+4_3p@efi!b{K<}uCj=;u2;b6#gnA%|iiz<Ip_(MA={gT_N+`L2VU
zoW%TSCeyh~sZHL_=mysz*H2+KrS5;T!0A~L)qtIO={%#C&VL(cee&tMI}u9(8n{^b
zCpLfh4-)Ud%=x<(5KEoD2Jn@L1u&<<%?*3_!=8*aI32y`XGj>!Z9{AzxXN7wu5puZ
z&YJZ<x>YT95rBEs!W(r&9Fo-l?UUXI_yw78Si~29<(2~PuEfe)X4`q%+SaKe6uIP;
z;7n7+=!^73bt~t9ww;ElXsG%JyFr2ngoazfEa65Vu*T$R5X)wILk^Ms9xT<Yf^it5
z##f?tZp<Z!GGwJ7o-Op(2D!WjLG2kzw6ky+0jX4^LTtQ=MzEkIAjzk#-{~1W*J*=E
z<8c6^IQfgf2&D9^r%}^iiT{njBp8A3xIZila?;6@%VXP*GWF@;9HH3pY+$mS2D1tY
zw!I_12^6u8Ph(2f&Ba9)5ivnqlYeO#E5l;TE8BQI)cFFA&uKB1fwa0N6%gRC4q5)0
z;q)CgjlgXtiWg!uLYKOnmdrrc-$@f`h&2tQX2v-7XQf&?Gl7=Q8xtv&N}(bu1EQzp
z{~ksqcL1WORs_H|#^*Pdul(sJb;f}@_0{XM#zN6$8i@sg5s#jUwfIo_V9{d9-_kc3
ztyc>ZR?BI1Fn$QIj|WxruHX!|tllRYaSLs<*+#-;S}@YTbeNfx{rK@NxCVxYDLB;L
zP>*VyGN+VdV@Lj36!#dAr{miyYxm<nf}TGp9cBIBo;`_Buo%MISgd$wImC0rU`UU0
zXqs3eTDjetzg-HB#K%%BQ!h<-O0{tWBJ+CsM3C)(*J$T&Wc|izejv+Jcf(xo(57lV
zDlouYj_|MJYUi6vKQ@I@^5E>}A)z`N&wWsR;~km<7KayQa<kFVadEM_BAI`YM<(~n
zTndu*F(9L?`Uk6t0y+CRlT867YgRRCh>!S|BQE%g3x#C~!LO#cTKTE+Xp$y8d!Hw7
zpWE8B5(tlKWLbVP%qUR*)Tt0s4g{|Se|b8kpEWpAPekIa-1zOuCjavT8?2eYIf8v=
zoFGzSm%+}_%R)d(x8}92d1JB^15j-`s#ZLb(+woNODL=GNgxc2X<0d$gf^#s95skX
zctq&gx!dEqDG*Z9D-YjN^+Xl(2C`BaZ~l&kXIa^P-UP=fNt4491Dc5XeOGNzeNFK+
zsF_cNPzGqN2A-qSk>$`ln-9WA?dA;>V!MEofk55$c1tz>r}C_gMwAofx{H5mO^fAo
znT4nSyCpQuxZ4o&2b6{x={K#lwmGYg5y4C#Vhaw4yZwhFETDOFq-3Olrk6l_zCs7U
zVyt(2194H4WIK8yja&#p2~5(YJf1tSwRU`tT-z}bW<O`YHYp>PorfVR*Kp*@4&^h*
z`b;kQzS79|?_0?&y7xiOx`8F~7K+JsHz2V#@?()6E_CT>1i9GZOPDEx_6GbvoV{~!
zUhV%b+Bj(%+qP}nPGh67t;V)(HFo2qv28Ur8nf9e?-##42Yb$(zn;m=nkUaJ-0O4Q
zmy|F<UFFVScck2fW{X^X0@NVPJTsi$Q^oHx?$a9$m%=rQ>!gUR)MAJShpccu;XQbO
zNvFd{`B?P~wg)SS^m>EtnQ%;CIxXg9To~5uH80zYYnIQge)(p~)CT!>#fE3BD&n|d
zOl;eZ@aliE&K<QyVjFv~T_@nHYflni24Q=a4b4wGfi_X~Ty%XSgNXJ&8L3BXj+Ncd
zL9a`^py9oM&mk%WsQ0ixF~Vo42+H^@%bz0y<Bc`gpbkU!>0Z|5vtd5yKh}Gz#mew7
zLTzd@hX1>^b5WKaK=nL^P;Y}fcRW6T)y*}4RsgOXwqyf{UBz<oM=K~gF9M^G$L05a
z+*@hz|9T;`b$1nKbF<mE#&!b72Lru#w4@dLc--gj31+}viqQ!jP!$=&bBrU>L_eJ-
zL<K@bUPkpfJfXXgMQvVx)+$`nKdKFtiAheeB}VidlAUezhX33PVCSTZ=;PuhzXsjt
z9Qnp}<<XmYeYU61zG}?m#iY~0pj5=;>uO|TEbAfm`QPGJF^uZg4Ug|sZjNkAu*UC#
z=O6X&rMX2p8O@vY4o%H@JA4L~9;`d4kxY{L9c=Vmh3B(by1H75A_|Cp*d?-SQ_09K
zZSWDfGGO97OKx1w1?^%Y3=s?(x*3mzTV;wj_RxszYWPLhUuiRej%xFK`aMW9NNozF
z0a0ph**$XuK|2|xiXne0Cp0*UxM)8wt0U3n{$o0k$9#HvLi<1ANJvXQZNYi27y0>N
z^cPzV7hqek>8X8p-GQI`oCs#!Lt>c`nG$574Yqmu$=7zy42FU^@3hAojs|`dCwAfj
zTBv^#g0aNEt=3S~Jxoy7S><~dQ&8Ix8tsr-_ggGOm=E;)9iu)>l9@0If~9o&Cz|P`
zHpB?BMiiiiTjWV>)G+aj4e|tZ)0Ed-Ohv<Nes@5iKmA-AD&57c4a@nlipTV&i1~(+
z1(6cSObZSp-~PXYT5rSIL+q=7C}AVR9311dW~M5P4BSWmk<UVP#*j{XHFy|aWD<~Y
zW|Q2yL(4ssx>SghKsf6%FEJpN+`l!8Zm%Jf=DOoEGLacN-yLgT@`Mabp%F>>zGe)*
zqp82iH5#=Dq0=c9_~G!RE@^r^3i$CmVz+c0`9H%z(Px?D4}NgZbgreo3`6HsIY<oc
zk<*0=>c|vxYW2$lQ;kT`x{`^ZvT{UMUC*94zy+kZhDG%_r_JmA7`|&ohMk?Yxi-UT
znT!8}9i$klQFyzjK85~!A|6U;1vLEa1S*?oSvTKf+N>wU_2f%|Mvqu5jqusSV?qw&
zsK8|j&(xhjRVXa6ZXPiK2hptd&oF=KK7SKEMEdb#nqV-Yk1STuEO4_n)dr!RyJ)1$
zW91vP-u15^X3ru#hQ`KpR(DQWONazP*!kovtkuqZ+jp6Dc}AMOiZz#6`6Y)f7#wk-
zijhCyuK5iH*kIt=sl---d@jAJrt2!p{;}sm4c)Ug<ok>o9c~ygzNhZ0{$EDX6M%q)
z+~&$YRRz&d5vpj-afm$2K7xOFGJy&AHDt+qW6m$1jOh%6exJ^+O)ZELFq41Z4v0`N
zXRV&#H+e6lUmD9sSeMU-x%Im->@5bCg|U<>lS>$r%ny_1Lg`_52sE_**XdrGS4@rO
zZ!A~7Nckr2>Aw5lcdf$|2i6_3#-fZh2OHv}!NK9@I%_{-sAQ;wv>EG+t!F=iiHfP9
zQtIX>HM1~FeRB7(w4JBHr|Wi+DXLZdT-80rv8?(eU=FJP<ZBUraCy`}E6-WasoHW3
zpU*3GjLgLlB=SBNjj%w>*V;Cu;gFa6yPYNDHg>}}EuK-}Q>NTo?mA@0f{BiP*;QO*
zJYyxo*!XGUKVQh^JuOMaZwqM7k|MX%X#xBiF)*iWfom=^tZL2qe-TU8#i^&x+6M)B
zo1X=zn2;^m|K=*Vs%ezT>}=L|Ds!_}te8D1BZ6r7S|4&-T4Xy92n~ZIOa}miC9Gzj
zBiCezyXqp|Ki`>d%!77G4ZCisXv@$4l#}-DHG1E2`YK~h6sW^nr^mjn1bDQ(8}*Kl
z)FJDCQipoy2e|(!_eKl&H)2I&mK^=4*2B$9{;1ab=i{SV&+(sXJ?f8YJ$3hyDRcjS
zkR<AVktCMO$R38ocM?SxXu(@G-F-DhCqUGQCP=F~^1q2S$9!MZOD<}Shx(VT{{P7*
z2{0V0|3Anlfo{D!4RRVJ%Gjr>2B#eC)|XQ2z>Uxg&Gl`i;<{Aua#`xcQmb3I`C+>t
zQS^<IK$#nyf9#fK?8V$f&X-+tBiQQEE2_M;t3YK%?rS1D0AYc+#UgqO)z9Us)L$`U
zD5F2`YLY8ZDHLNTuRDq_Ze1tooZkG-7nP8a0RtOqWu?@VP9*0*JxG}~HFM0OGgg_z
z{7!&}SH+sO`ww;hTVHIK03?gciJXnC2~*Ma|6sB7@WD9dhaBVAU$Lso<@ERH7I!d9
zl~8Pq(Jey}F1fQTqRGEVeX$)RNj<2ui(D!t#oV#$VojVD@oUOGN3lYd1ugn}pTK>o
zE3cjzz3;yO4_wC4cITIUohc(7Q)jx{M``x!Qkyx=4N@`OCxA0x?HJO}q>J7zj2wO_
z)(ymu#3_-2e|qbChJH8ut2DaCV27nyTERyXboVtY@<k3waVYz(?Lx-oh5K}o>R*|#
zJpW|EV$tcz=0X6QD6`7J-&BWEV)Hm<umN%o`2f4gdSvMrMQ?Cej;ojxIN<wI-F?k=
zao;&CmiLD-xmF(1@3}JDjyc4ScVq>m|4_%EnSar#GY){0_kRwPHLkz)b$8$E9Bbcv
zdU(<Mda(hE5Sx;0R9vpK%x>3llttLMP!BL79m_8Fa2EB{WUI#V9DsFnDPbYwv0<Za
zEs)z%b>}nC;lfnY{bq495AigIYRXWjx^OM3_Q7=nTFY#F_D;;Nf1*`}qHJb=EBMz1
z<!X%-jrv=hYrodRn2_9UuT(R1mnBk%EYMWj6(A3C3C3|fYbc(Eh`1I}WDmi*Flkn`
zb>fV~h@w}qY53i7J=So6vwmLMo&ebZc#A?>(}#HuQi7?j?6?$kf@`bY=k8a(`z~<$
z2of8=`|jNKmntdtaP#>zlLq|+xsDpl*l$tda;%%!(c*=FqIP^}a`GVm5E@*Gigv_O
z7Jx<&2kiJ45L4zcj@o}=WCRN%?0YY-&dJCzG~2@k|Kax*cyjXN<VWe2=V^J%=E+LI
z!v*^jJ?CVJfscpIdh0?OPQo!oF^z6^7`#Hq@(vucV857zxTvV)5OmCq3{$Yr??8Rm
z!G19??(Y&4RN#k@C^ZrTVlZ_I;1za{+aA-x5)fA{^0rELc_@WPUk;@|+5(wceD|1Z
zG&9IkvjO9b%sSl{w)pXuRVJ0e1)qvCtqaykD)lO<?<v&_hr(IdS<@EoH}Ujcr=c8$
zFd=WQN=O}81s50<EP-Xl=wFVyPe)Z0Q}ytMmgO&nlowB&Zq1N$ybSv&O^DD0l}Na4
zuKfaj30(4<txiu#){_@bNyM2%wPm^G5L&VGG0WMFOQ=D?)epf2mz&=|$VpaX6VM6R
z<Kfvzm6q&q5(hEirRe`Tx(n~ImVyYQ3nQq(2CbAS;o`9iUp3mMeaR>d`JV2+IYCHP
zssp}4h(a9gs9OqI=(<iG4=TpdTd=@1w^?qy>x!+SL}G;EHF%%9)ke;H|M&N~ZN37r
zV06g^QUvipd|*?m-gP%QQW!TALd3?FS9WDF-OQ#X*MW31e}O;ENx$>Ti!d*9rUwSD
zd16l&sdAws)^yp!;8;4gn2EEuqxbEEV*L?9)r(jmlUw3!t%12M(JmR;*WI-)nyxp~
zp{7QYU}q5Q`QqbYT`G%_t9pawEUo3|U9Qbr<+n%95O&J~p)ZMt)c;frR_g-EBxBg}
zVDe5GG%Ps{iOLwR;qBtb4pQZ?VpL?-7>GQcEb5847HfriLuwc-Y}BzM(M$+%oUBmK
z;G)7n6Vnf`$-h?8$q}^@CE}!Fg|bnwEN<YGiTk!JTJr!^oeuSG-QAyBG)sBFUIE+0
zfIv9NYL8&5+$i!6DTkhj0d=zDe(do5#=t&jEKfE8EUL`7;wcSD-yw5RhVfu5P`6jL
zxBYd|*~jlyuSgDIi^l7w;#5kiTE#OTGz`WbpUjF(ev35tkHG**Pa9Aj=N7Ah0Bi0s
zk5<7IcTdG)*5kfrdoR@1FY=Sy*UWh~YQ|@?Usgc8%6zgBUT9K;v8d!nA_hl|xv1_m
z8~Qy-l;`68Tn?-jJEj!4vS;nRG>OOZC;xfG4tS{d{yjn-rIv3=G(3x!t@1jhk4_$T
zKf>b1*4uw`;s|Q>!$yOW-!g>W27gK{G}CT-&PBfXv#tLwynE#q`3|Oz4}{7Ya_1?X
zXVAXt)qc|7MS`z|Bs5*-#|fc8KcF8(?mH73x->8=iX59US10N1<tgY*+17z58@t$O
z-`3N>q#s(LLso0O^)8$K-sa7;5<KwRcAHlDL>Q(|OTuv+ODi<yQS(G{oPcPg;8?qm
zP<ky_HUQcspM|8*5ydBSfdIRjyk7+AjL=H<F@)-*UTaa(IlNc3VoXO^_jU10_0j<e
z)uD-LV4L$dI(PVQsx4ClFFt)CY|X|(sy*$@`1r!Vo3(rl<(A%M`NC*3SX;M{+*nPH
z`{89tHI#U-s0n-8iY#C5@nT&yILEr0Ptr`^P8Lr29fmH>Wd@z&*s?K&E9o^(3BZLM
zmk$mA)u)NCIk1PIIM}yaJLN7BpL7Iq3Wg%5PWv2HRr&YGNk~t{^A?lU>eM)UKdx!X
zgdQITyw*VCg(08*y}5AC+vAG<+x2Sh!_$v*fv`zC#y_^$Z5=Cay$<x@v@r7!As1mL
zX<Dl0xKJu5fXx1?6bZJ>X_u@82GQCK=8&@++&tRxp+Nt@=1*TEGz~<bWjEJmcABBx
znLe9Qa~?XdOy}aT;kHI<v?NG^9%b=w@KXru?G^^QiQWPE3G?%&eIalhcAKoB%Wdg&
zXcn!vU%n`Oaye!)r-<y`_=N?~^y4C#^6O5I!++miVsm(pcl`oo#TFbfr9K@~wOK0I
zkb?qlP;on7h(q)`jcDrrp+i?4>^qly8JFu%Gt6Ltm`uCBrzwx4lGkUM2p(aM%EnsY
z+Td)SVzG_MXjU7&#dYr|t)G^rLTuN&E^F7MRiiSVnb@>_h(D>hbY@5%tB(;JT&}yB
zlx_&#qt@lTZdLeyI!&Nz9#aphskKk>@CiR#AOM_0tfOMlCx$lAJ|F=P=1H{?N$JP!
z9dIn$v!4Y+@&UPe2J7)5LEQD_`?-jD$?ORdI$a{(=XL~t9Y@Yjwm4u0K^X9hdKRAe
zX3%+o#sOPDFONnNDc<K>_zZA4y)cwWuovda+7CNoJoUQ>j!Ty)4mKfxM?ov<yZF-@
z2V9pX#i*s@mFIHjHti4j6yrBZT8iMu&MXvfIix-ZU#gC}_;_brQR%IH-Ew~aREsEK
z*26)l<(YCmWP^D6$BreX8W{!rmtT>EqqLZYp)<#GrF55!^$iwJtou)Y#*}E*!P=Is
z!CW*O=Lnc?`!{|m%9O(v6Z7X$VlPMyl{>FNRFc_aasPdh)Q}AOfsvAPc!q)gC%DOM
zxfdU~pt@s^9c~rUNx6)$tv+xFXlFNm5LFC2VwKzRv7@EvWfN=L>@R~wk6HvTDf_jq
zIB#bj?!ZiUAFwfMGfW9Iw{TYaDA-dFth9T$Q<cfYO($O%hvP~_J~56e;Yoh6wO`Y_
zBGYH2e%;g$#w>Y8?!FYDwvP*L7`Kwa2)WlM6HhJ*H4%seTmD(A#k8h-1uBQKDEl>m
zY%=Voees+Z3j6)2<PvF{)1x0xrKk(GC7?{^G$q*q!M8|bWAMjOV~E@&ui6WP9Z7Yf
zqZ)(Qs48a4?3_fb@^`n@*q-Uu7us~bx7J!TRVb$B(h$&1-_zkQ!@t@M98FJ%cqeH=
zw?l1u4r_#q*gls{EP0`D=z4rwSvm%j5RD%7JEgRBVS?4)#=(XN`N0tM7GhB+G=Ab}
zxeb*^gE_;PW@IT+Mc=Qg-9YDnyFlqC=lk`(*w!ms)J|2rBC-{Yn50o%)&{NA`@&@(
zNmAy}Lfb}XQk-{zFeK-vRT6%x@(J-W%n%AFVPbD3hy&Rs1FAxkw_a!)7&~&Y5bifq
z=C(v`683M_UiCytxNQ8ZztO};QC%@-OnJ<-l!o+h{~l+OYF6>@cH6yYPVGL*z>njD
zp3KT<FoL>h`lNiJGz>i~5KQw7llihw5l&1J!6}kuV(-1$j5p4o)Ml{W+pNxP8Hau3
z_T+M;6=<VI2nZoY341~?y_ZbWmP*klugk7A&6VbfB<Ec|D}?jDLus%0RrTFg1hk;>
zmZ#-Kup!Zg4#J9Kqn-JyA`xMolOyUjkAyX~@MfqCjFQ5NSM@`XV6IWL)R5h}YgRbO
ztJWQ@X&>p@XWjiqr72Rv(_GBl`9knTzl}?)&7#FjJC^2|OcfZzX5^rGVm!EmRp09%
zM$F#*e28e(3JIf)*2eXSAMYe&-gvPlljGYuP>C}Pj+5A9k#o~|99k&%fAi>$?h&6Q
zq$G*)OJQJ0sHf_=lG31x+nz9t<##I#NBw3ODPaAvmui!=Sf+YKws?4$|Md&VBAJjb
zBz~p&Hf?FdE|_DScIz)i$smQ<0knM)kl-Jtw``xzXcd3lb_O)HDDva~aRf*G^Qfv7
ze~UcywErzb0f_*^=E_Hjh>R4AZ$Q$;DQlvTveoziC3V?_bi+`TrHC4OQk;aUul2J^
zDn#O{C<QNz+fFt3v@|+tq$V@g2CM4GkI4!vNZ^M|tk+o1EL3%(-2tip{~<Slh+>}n
zs{J``#hX%l@Q46G7Zo4i7_oT&Yso$bdIVM2)DZ{zC@GJAKpx5HLWQvIo{sD9DE!@J
z#F6@4ji$M+sioiwXe;?wM(+UtmcM^|6D^72hN`}cRn2~jzONhC<bG&Xqe)ByYV<WM
zOBR+3)o-W|AnX90C!@aJNAr8+<9B_kyOR8`zmHm07k<@O>yg)Ni=1z}+C}g{0U(X>
z{7*`re`tF}(!-d3G&nZ9XM8j`!l&0q1CnIJlbzPvhO9$|sL8wy5%}tF$+wh0t^Y9+
zN{0h$cQI{gy-AJjc~#lNum2)$tn#rgpO-7Vja1P6uAfq_ldy#>*W+h|Ekrpq+7w#B
zoxBRE68&X*S_}1Zao7$Q{l%fC+T;vX9Y_X00HH!J*W<F67}r>>`s(@_s;RWN>z@ek
zoSXz8QYL*eDK*EonR8KZPSc|j-rw0&IKl(drF{5(ofhRXV3#(y?DZG!;jBSsI_QRR
zB~9ZB)->JJmt?>z$_y~Ls;s`yzkdb8a&d8?|6Xk>D<|iP&E7D-z^%953UrdW$j!k!
zV(<5{ps~>Nd$HYVd2xRCtb$D<XT)1HgTm!?C)ws|t$;axTRd%BXVyGjpsr$n`ZfEW
z=`!fNSs#`R^?vL^vROvz*N$LHP`UUmy5MP_CK@<P5i!{gf8D#Zl_u*gm4gtTlo9z3
zJk}G?GjnmFdwm;X6YE4R8e&%vP;TZgF7e{YC)DCR+`Lt;XO?_vCY3jw)_km^>5EjR
zO)5JfTOWf_{a;0g2yhgGwq8c4grIbVgf<7x8xXtiAp3ZyraYLvFhCpv#E~O*IAxI7
za3&R;)9;HbUEdYex=7^=vj#Hx1NLOD7=Clg*t4L`n^m6a=%Xra>-%y4;!m~1WcXX)
z+(!f-p`#=)%y7asoAQ0AQZ&SgteD<_fs@^C6Bh}o7uytdxh>DaQ=OjYkJBg46|xKI
zIdkg$nHh(=76c!So5Wqiy1E%4o<(yOyrggSEI9gP1qzm&P)_pHZ=TcnrA|1eprCMH
z+C)iDZ^5Rn`?$jt$!p|Z;9Xbs=PNHsi57b7j%gADfOW_fa{Zkat2BYzp+x>Eyt_-q
zYZm{Ph7rAWO6THVY?a@u)=Tlxc@}?X7kb0mc)gCo9|d|f8nN0-JJ-HNl{$NZkJQ`*
zn&%u)bI;$6zpjUd#y`qt`BwL?YO~9gMHI(9sqVHS9c$TWNv1Bnw_K(u&W^tJ-vwg-
z#uHlOgrJylJ*3En=)mVl_}oaPJ;dQz7)t||vHPk#legDl`*Km=(soL=g*w?-c4mKF
z=*WrrHw+l$P|ejqpC-Mtc!`MaPkOZ8Gkjh_>ib{D;}`IJp;WNdj$&Olu{#655!q-F
z_Ive$Aa^}_>35_;O^HeOeGGCyd8E^+1pQ4$v4!IbfP32ebx{<pgta=~2C8J^-9z!T
zDJ07($BL?`w5qU?wcGu|n7cncd#jEytub&#BOmX?W(pg)2yNQq{c5xq*KJHkNP)8y
zm-ec9%c1F)518e@d>u;ykwaWE_Ah<!65G4j;$LwHUuR425}DFBi~S~@0F*@Frh3?{
zO_9<jcCySHh-W!Y93Q%*DoKu>_xbRneG&Rqgn2#vlnvsn)%%O%zUFaC|DE8o1;4wL
zYzifQ<MnF|8<K%8^TZ0)VM-a@$K?y*a${n~5BC+4_Cg1(??rX*m_pX<EC2e+(Hrqi
zRM!zTe`so>6fKO8ZD@Ep)!RXBqRSRb>hP~_g@lO~ZrRLupr}e6096OBzJq{rA>?hk
zZO!bJQjnJvRUk9sNK1fDr{xY+DvV5NJ(vdGai0`~b2nHQVid<<E#aD6(rqu&ficqQ
zQP$XGH%@jFQrwQM>NAdTgtJhQ3pl6;wl&<pyf13U3KX>RYWFYyCSRbQk8t05iQQ6&
zynyq+KR=Rv&3Vz#<S50psTR)3o0N`?h*Cd{_|Ulj69Uv?tE-&A31W!JHDOUb?mj6m
zt-DNiQJ?huT~MIxHbH8Ci=PWGzH%a==0dIerVVk~0%5J={o-4T6$OS+?hxOSWrGpn
zU}VgeS4t)<pq+lNc)MKF(ed4?HPrv)fyaH4&|)>;j)#sPa$VY>RZD{S1u+D!l)!|#
zI>08tx8K|p!aq8$DM!cY_&hdLU`%?Q_ow09{@=87{PeBoU93=*2A4~<Z{d%MHuo3D
zTN7)6mKcZ$bAv=I0zP76&kZpG!m^LPLhOzg@@ITUJ<%qzi+?fKCBGFag1;NPfNP}6
zZk@->kt`Ncnro_|d_dXbn*&3eqsU+iu@|XHT^-x5f|0g;gML}(sfl*y-v|=z$8jdd
zUr^m<*eJi|Uixk?&o09G@mG!!|202ni#SY01^JSl<_?d)39`K7-g%=Fm>$e->=5Z0
z)pi6}Wk6(#RK8-5I4lMlbCD|jeGUq??`pE){N^3Qj?<<ZAuyzgkg>1W<*n1H71=q$
zNXmC@q#!)$78=i{==aj)(sdO3M>Wo8<$8CUmJE26D`FrZApCr+EvfsydxjqVL&uX}
z^_!q>SK8SxBm30ic_`9ZFF0bY_IGh}a}12sV3HG~BZ`JeZ!T6aS_%NWW`cmY{v@Wy
z1UadbIbU2`TU%MRMN2ChCT1Q%yy|<sqa59TFm=b1|EjFAyeD}C(TK=w{A|#qWlZj~
z+v>~=u_(QiPru@~VHjMe5EH}DYsau({~*Ncv@k!(_()=xwWO-a@ztJDb_G4xHzMSa
z(zxUP(%!)}YdK#%e%<TV;E$pv@jqbJHH!!ToN`o?oo!g55l5rjcd8u!W#jAXtmdLO
z^;rw$Q~xVF!31ykr+j(>?pikJ5s@3v``0?dPC8P86cLh!FLEV6Yo+fef97d-&3WD7
zHuuPtYmb?oCnpUCdV(JjBOUO7-@l5E|AF)L%qL3Tn=dg)Q1dIRxD^BDz%(s*sibcH
ze4<H)ovB~s$2H$I`4KYSA8@c!5<bLyxMAGSG$}%L5kzt+xw7Pc1#E~=Y;gT!e8M*f
zsZq8mgdk;>|Jj9Ow_V4?uRb&uF1+(woUksJ94j_Aa0e}uiRI$a{Bm)USRW_qIl|lc
zG%r#rkH_PB)>vcLll)>r{X?$T1ZsYt*ChxAJW~my0aly~!QgA1!=}V2_r>`s#uei}
zS3doGy80|n|8SP%+_8(em$-Z_wr$>YP)L{?M9PBaUP9-Pya)FeG`PR%`Prv;SFm@s
zns%Sm5oS>8v~F)^?}ijSjIVa)gJA;hz<}MhW%|BWVs9~}N#=5j_%^q}aJ{_Mv;FAP
zH3(8eDWv*8f4@7hv$GpRIfHNEH{0hr%l2Qirh(58d<oCD3`h%&s@7uI8Ie8N>(fx&
zS1YaVwJ{qe2<U_4s68cQe$i+2uz^K^8mfrVm*LYeaA0e0`^I7r<@3VBEE1nGvL}r_
z(npRMN9p&bE0Q&})*PIrkj8Fv!a!n(^73N-7G9HT4_uc#P3Zk0gKygV5@r);-&0{1
z#i49&&6)Ze7bd05U*I6-HMol1fFT@!5urdWX6`<oxGOtdZV9h|FPCMommo%_O&)!u
z>oW;}bjH5V0uMu`gBMLlAh`Y;uRv-#fJn<g$=OO<VnFOjf9Pd`a%=<#v?HNMX}zCz
zn-?U^&5ejNwB;(9Agx-LU2IxS{?^^21f_t>c4LsK_`)ot>l}|hce<4Sc{;h)K(w?^
zA>hIG8u}N>k;w716EQbb4wpo#FPT;}W3t{Ans}mJN}`W~WH{3)(yLR>(73H$stQIY
zsRmzvo5{|@n?uZJT-Bro*&k9_KTYa)4M!;HSaQxN0@M)6+hI3vukLgNu+fL#K!Q41
zm`Kn&R^KiuN6b>fRA`XQs-2Chu8j?_a`qe$cF)GeC+L4%*DU)@rm<VurL*QsqX+CC
z4+^xF>|1U>g<Oni5Li@h$3@7r{JAV(*a8wqgx)3DRh+USsd13^Yo?6CoRs^?>SVIG
zzZ3oJuEHVDXJz_Wm7WkCRNd{u=l2q7+F<GaY>T$+Rnn?`=ARVIB48{H5nrXT&gncg
z%>y#2092HwO~edpJut8CFnXx>72m(nIj4DHaNoLL1<vT`W8ZV6*#GuG*B<Es=dVKI
zHi$!d|I2>Uy??(PhpE(|rwI6|`t&{3r}Qt+CF~M`IJZcyn7xFMN)pnzyX*<)1;<w|
z`Rb^KOPIRsWbll_Ma8$E`*{P@HSLC$vTlAluCEyfXiv&QIW@bO+y3>F8<w?r#3%Ok
zOnYGlk$uk?QFNpeTl`P2iP$@~Y$!jk${Z!WyGT9jrW)$yqVLmISn95qtZC6C`f&73
zd^?awk6I0b6_*{KhHYMP&Ig5jTKR2b@;)9&g1+V|+8*v(oUE-IaeZ*TKh1(_c!rZ~
z9Ya130gE1F_!-J23uO!9FO0rfUQ3z|8bB6tN0S$sX5)us7DhWP?vhkq-$0P?5sJaU
zR3LOiV7eD4G!c#TmQ2m?ch?<JH*mF45)w_!QrX~>@dI$pR%x`?t<4^l%v5PMugu6s
zo8Hz_8ERSMpmWMq*6QXu47P3nOl}+^bw?tY7=X~yABgg6QUh&8R;Ey8Fcw2RdLhM5
zqB9JPw2CbwgqBGD=)`2)X924kCI8o1M1NjWVI=`6^E9Q79nQ?4;&BqLNmF>LxAkIG
zi{D6J4oAPaP!Ws5k~f9RyPI9~ZxE-bv?c^|A`GpkSYz)<6n|hnX|>aYuOC=%PcoUF
zVyM;m5si&wsI?6E3m{ej?AeO4s>Lq@MKm>mL@5KjfN95s^|$K*q(*b1_TT&%0H7J+
zkv^$#f|~vZXqpm}l2HZ$=ALQkIG_*lpO24}TA1lwP2jK?0FRjJT~}xtxLDbVbwd0H
z9{%HN?EUaH;({vrpgmlDc6S7hfDokR{hufr;AaIk=c4n+uCz$GJ5O*E{sVDi{sVDS
zgX-k~Y^%*Xkqr1eLS<J5fjDqRmp?ksnv*ve;^xyAL{MKFBj5ypV5<*fW3ec3B9v29
zH0!^%+^f%f{ZBDX6yS!;;ZxYV{(pjy0`wqWGnDe@D+DEq=9Z`&!o;&|DL?XJ5H{R?
zTPF+}5z9bac`d+#lsrQcc-3f_YxV-RMx(;QT*_!Nc7A%TYDxBoB-UVFAPaS%D63HP
z220axB6)n5ju4T6A~q4H8#NKYlGY%DshiRXnLR5e^f3)m8WET<Gtr4OQ6Z|LgZ%?o
zV$4}IfVojYY&Z0ix3@P?tVu`MV5OuY=ZeqMKDEweveE^0n6fUw$1`mc_A;wJ+mX>9
zNw*11T{Y+=Y!StHr(6J3F%5d}?ej-K62$i2n%aC1KL~d#bSoXoR9$Kl-kn?-we&{K
zDxy)un0j{tmjxz(z1YKcv{P11Ee8@ie7%7#-D8Kl@-$sMV*%O6<$Bpg_aKp|)wqRk
zNjb1k5v?b&@NB3qa>~PLQ=5Yum+0?O$qHA^N^IOK^?H4)+Uq~mQ*Q%48!<rmcU8Pj
zyUNXW25&7D|8eO`_oL99W<1z}7-|gyO+;@!I5a~&bc0+LE5(9-&mDu>PEjGmB0TDK
zSR^t$=*IGxoG+8F#FBDIS-?6WAd5Q2-tRKy-cYWXn#tsjPD&rKuP*v<IS!S`Wdc<+
zrjX_1Rj?T)=KJ+10#M%*b$6;+jSWwjTQqfFZersH&9}P+a(3lVDpaY#SrvSE8W(8{
zEx2awGZIJ-pd|7rp=;^6P8TbUvc;&@9W$arhw{16&%5E-97k-hQHR<5L){rJiLF@Q
z%sRB*ZjDNp{?2&qnp$vehaQetHj`<I0lku~Vx9i-$~YutUgy2-vnUL&FS!Kz(#jRT
z?st%eNN%0rfc@iiURtr=7S1N%Tm^-f`bQ7<IP5QWyBBvhA|`O;zwRqy5T42})^<0f
zih_YH{uE)YTl@L&<0EJy(Z|4$1>c(?I!^}AeV4D?^W2Y#AOZNe=6J|v@0m%5Kb<O=
zh6D)9;?=h1Q(asFU^qT#E%JEmfkmlk?3ncdYli<9t}<EJI;IVrGqylk%P&tPL95Pl
znp49J(`6(KE@Pz-MoO`vYHY>65ES4PLzzQE(%(AcN(Lpy5OhLw^k>V<DQ|=^=XHGt
z3YRF@q_{%9sAv%)e6<1AmUZN&Vh!_SLn8EFgEwM3`7!B=HRwd=<@uQOx;5lK(3qGU
zB1)CqF2x6Ba$PJ9t;CNPVq-<#kD^o3)9cKw-=C_iei>gPY+j&0lY*McZ-_u@y4K#;
zW8yQ03eJan<k8HZpkcX>^N3~zU0|*K+?CeftG@zx-UG!ZT)&%P@}WXQ*67P?cG-EB
z|8kbQwApL3thnZ5?$Vbh`<fq|W7v2&YsB!;<KE*@W_~{k2^sZKPdN^&%%dUB%1g7g
zR=<5U=!a49e6^{ru1?t=(KTaEC;d;>zlh%C5)KL7Psf|-bnll-oeBwR26#8zcbpXY
z^oYmYfjYg&msuKb1F?_|^3$0yRR?{%z5_N|HTo^Ygb1z>eZ9yDTN%}tv0FfUeduL!
z=hMPn5$O_Dr`ZLx;1@&bs<UOQgvGef3U*-E!n5BK^^}&6Hsbe0TpyuflPcaREZA7q
zTZ^HE1wfX(g?h_lHp$*=g&yy$23>ey;B~*qnDexKLiI6Yn+3w2IDW*rMEeHSO|AN_
zIth(Il7#ojAOLqHDFTK#p$s0(>F9dl!!lj}*?O((aS{Gmm8LsD&4y@?fF3^}2u11E
zgjtCIRH6x;jmpAEWaiTDd@*<&_HaXO#O*%f1_R@wwG1uY?R1&<I>#ylNw=-_Y@6D@
zSiRkyozKQcob6%-)TucLXh5bZ19^Kb=6bRjm8@=>$us@ssxM6XDryOR?;821Wqpil
zfeV5`TCGM6vvhx?zxPkZ-FC~hgRZoyaAqYyy&{plc2!qx$*ErnzNn{M#`<Mgdtu@3
zY&hPsz2MlkUj+=Pb=b<EZxVHr%smo?k8g(|aeJ39zR}&B21NOhqPbI>GCKAPOligu
zoq`X%?hQS0@a&tVnSyqf-p*I@1s5fM{cf?eHQ#0q13F4>kC?tKE)H?$f-LI!DC08+
z3#J{4(yk3i<3-OxyAVB#l4~EyqchWXz{WICDMn(K#*oPr_i^YIVbwN9Kqy{Pp3N&7
ze%Bx<!*GvrLSkZzGe7w>XYDCk4;h!^fLqB?`%Tr{&05E}8}ZSP%?cxPk|m3V&1I$5
zux}!hV}hvJ)=WlBi=Gdx4@FSdb9`mQ$o^{vk}Mdr2e<m|kBQNrP))KM&UHI>F>QH4
z6mIlCt2Kl6@qZFZFTfVkGp@egHRR*8T=JYXBYWmxF0hRz;{n2Qq)%?xn0vj#hVph#
zeXrRsF=vf9(9%<SiH#w=I!(Y9i=)_Mgi*FBsEk%U@ma)sJP8E>KQKDs!Jm{9ZFOkg
zJkS(4LQeR0a%hI6@WVrH{=U(Z=%nZKIJ5e_Uo9i5(I)FkdBzX!JF@+$bQ=!p2-i%*
z%f;f!4+UCLta1Jnr2T<(=Yr(OV>^tG1%bwA{>t<Mpaig-2jF_fAgoH>mLg(ehGT-c
zXrp4XSuJL#1bWDy9^UT_)j?yNlzy|Nm`7i?*kOA&Trf{$;&$NEqu4(xM8<Yt(Anno
zNq!!$TNavQ%%TB2iSUJUr3%`ch9>57*A}BUyQzihKcSrKRv=I6zm*Dn48xF$75jw9
zHohBT^8w->iypj;MUxSTUuiL6oD|*ykaWLr*O|RW(V65+;Q#(4@_AMwYpcojkW0fr
z^dtd^qup===3<Y;odbaZ!X@AA=|!VsaK?y#8D81<aj6^8n5P+r_A!A06RRWD(y6y?
zudGLCfLkUOF<G#^!Nj}&nLODfh>x7Z*DYvHC0RTXmAlgdZ<ISN2*pWyqS@Er1$)1G
z<Z`sjnXzD9QAOkU(R7HdvQ6G<d2d{$>HV60+!=V|K0klmMz;O=2JT3ljndl<fj<*e
z4Sf=DEd>h<96HQ@^7N+P@eiLVxv;cnP<}JUr9b_bOmkWT$h6HEnZkVlfdn`idXQJs
z-bv^~L;+-%0QJ;%D2350S-kUl<-(!5rCJ{SfqGa}o;FjHTGn;zQnCagU3RHWlLHsd
zAJsri&z)+e=lResu)i;mhNzsD%^MdA?4rA2?R%ds{avz1!)s&?8AjkqJR=X%x&t+A
zw}*%`<dDVmQ^Q!`S$j)u)(jQ%<{?zHt~?4B93)*sKL{z_VS8Jd*{i}IBt5EIj5P|8
zE-5gKsjgGS$`LS=lY$Og;Aj3f++i>FbplCk;U{D|h0E*>sc98|kH#DdY>`e2m3lXa
zn<2B@$Ym;y)U6Yd08BRDZHb<M9r4HEPV<c&ofW0zd)@g+wUgsK)`<&8c;m(^pmRu-
zWq)1tmSHOKYp)^YnY#-WAHj&a{f5e9BAvtZ3XoRXL2Z+YAEXtXTh6*vROO$UjKZZA
zlr-M2;uWw~!TUY`MGe&>XN1c$GlRLkOzFx|^JNKWgIlw`RkeLi>2w%&6i=o&#XteL
z^0J4`vF5AZf*3Ho`a_+fozl`svQm?I4<f5V$_OLsdY4ZAqBvGY`@F~Ocw3-0i|LE=
z$x2yTYP+)2RPEhT4SpWA*$0blW$#0!k*_MB3J?~bA}{qaUP<u=jS9sqL!8h`=>G>j
z%nI6YF|5=RCC<o+q^MlC<AOv0GyDR0+{xl*glE-%J0#SAAeQXu#cK<^vJXHYCY0A!
z-US>}Ff8a%1Z1K>{Rkf0<HQ&&;x)pY1P)Guvh9$K5#%BQWGY<A??2GAH&(Tk9-aPE
zk?90Li=K~fN<k{K{ZZ4_v~<13(A^H0y86_$n1?hY#Git(CIOlIRUk<ZQW+=sG#Sms
zHrmx5@IOC)*KjBOPfQ7rgSiNjB@j$vfc0;(iLU$Yx_!)nUckDT%qgq*Tatd-wvI>n
zSU^13C<1{VvqaA*FyvY6AF9vq0*D829R`1Q$r;;U8Rh&+e6rJGofdnp=o)i89Tbf8
z(?FmtX}Wkoj9-3=PKszX>cwsMS~{V@-6N-TjKoNlVM^ufd5^CRCq1QtO|3pyyCmV}
zX997LYHoq9if2k=5%XkfwXEa_;~E1%7XgTm<yUTMPL54Adu8VV^3~%GvB5R4;zhz1
zvUXCFLF~{)3#IK^gG(MW$b5GSR{7Xie7$wr2Kyua-JJp3b;D^fyD-w$bF%BF!|kju
zUbWX`2aQgS8}51Mw^|`j8`qxRKn~;_98s+fPQJo(<ZjVODcP<0l5D?+&Q|KGk^C)Z
zbf-G5hzfi^Jq{K`R8oD7XTOHYw6U?BNL>P((Hgi+J;j3t<XaHfmfLXmvM-1RB2fj#
z=AJ1+`NcHCKro~&#UHCS5{_pK^f8_x^$7irN}kt*U$r%+n|ND|=ok0e4k>0G=lsp$
zsSA~vwf8C2F}y8d-&=thw&W8Z%<9530h{kSs*#q_HHvPD4^_p6fNHTy;FNL7eWk>}
zOJBGxcDCywXC|Z~h80^DO;%eGrHXpB4q(ee40OlC+<8ZFf*b<3mF{TRb%;|L#?J)W
z3nN<_ky7h=<%M`ka<X`)2|L-n3=2K)d&?o?(HSP`PEYNNF^@G3R~vgKZSJ_!2T}>+
z9Bh)$I>{<CF_ZH;I(`gA2o?_iN*$<<W%qJO)f1|ml9rh-`Mr22tLv7sxwFkI_8pFC
zWX^oLK{k>>$k3x*yc4!Qe|VuJgy1j0Ol;YKC=?e1^bpKI*UY7ZKYO2#9?h^#L{O)Q
z`swTM^wQR6!wCgKfmQ?rl0WG`an(Vs7$Ud*kx2};flKdyB6dhX=({2CzNL36do=aB
z*RyHYsn_D;wxYdJb3Ffh#^Z8Ki!NN=FQ=l7r&_OShQ~G^H>SZ9sfm0NO<wm?a7|4O
zl8cb6VOY#0CZ_M;#mxQ$62BE_i@YY!D~%`CaXWjD=}sNi+pT6JmVBX>;xE~6&Fs5r
zZ;YN?ZbPQrQ1hbMSg$MHh))kw&+l0AAsvTHuUBK1?esP848(pKzR1$*co&QLhYSr8
ztYjXU(XcUNqRg^lsQ~L^^!Gme?T<Y&Nj|-sLRDbG(1aTlUHAyGEM5p|W=s>(ocr(f
zWcI?pKNC_A_pVZ_;hmq$zc_ln@IZ~KG26Ds8#zGl3Fy1H^$G?;Q3c|5Wz>51equ)Q
z?YvoMEJl}G<J}vp;*flUWxj;BWI}9!^zmuL^0E&7Oa{~kMqw%ebdizqVa<E_jo_+z
zUrbfual7oQv^cTN=np%u_X86dlEZVP1KRX_Fzk4!?ey<uy80B#*Ejt(?7wP!=P$a=
z?ry0v=@Y5{6b?hz5|K}=r00lDYVpIc5v3JBQ;IHny7WER-8w9=#0CV6#prhn>=!+r
zWhoBNUhrV6C+|g8Sl+vgNpe42YVi@z?fCkX-j4?&EbD@6cooO<>M(<U41+95MZ5js
zsfoGzF0XBY<>k58tBX>nudt57-IZ^_lDdslX-}&VVJs`|xm@)K>LOzfS#%?%E)KqE
zWiooUn?R&ImX{DFQ!o)XW0QW*qJ>bqIh1w7pXL{bzb)qsZ3$yCYc}##&)d`UU9+@6
zz@sMI36K+ZscCEb__wZp(5W|<Wfv^pz^^-AD~{mCIJ;%g?$6glvzO}2$ac&UFua#h
zY<W19vV@D=PjAZ@`BJS1K}0yOdz$Jy2fc8a^bZV_geo(@#wEYplqYH<tXqCHmRerc
zI?3ao2HK~^Kha@7mdxx<Hm(Fvq@JM(u1`P7_ew$h%ClEa^S{WReq4+8#4!t6GEya%
zP7l5hJ<omH_`<=Mm9*AwQq$C(oUU-%(96RsLbk<U6<?XD62tBTur#Mi<nVHm6)jRr
z#&=4gUcPU1hMZbzM*!JL3}-$R2^E(9b3=fQZ$D`lQ<g(eO!Dphe&jgJ#3setrRF(%
z32CvV-svqw1h*jRhlG%q(z}fz_B|mgB)b^TU6sw&*d~@6pM3J`6|OWpSGys?q5rRs
ztMAjo!v|YhXC^zj+ZPw%1^PDVq*5J^F_Gdmjr2wIYi3=6>Dv}4I2WpAIJ_j*U+)Ll
zp_FFZ#~Z`K(T02Mft#@%5`*K9={4u?{f4YE29v+MUxJLyeH#OgcZ(A1%;R!mzR+LZ
zrGRnZB^Y&6A*egO7ZwIBu8U|!SliQ|lP%F=S6`;!b?DHkj_}t}eyW+BZ*})_UGH2S
z;rRMxSx=zpecWIwK2K%@G>#po5)2&y19vh8Q>|MEC(XgDqVnR3;%VoZ%!Qn{rE+Zw
zKYlNK)%wV={X1zvHBO{F?H_)bHoAL;VbX>%5~ZCp6jrl@AwF?5;jHe^_^idJ0b_+P
z`?2##?mHu#+%6Mf(fO>q(?Jj28>m`WJM_}VDB33Dh>+0P9;BB-SI0K=^f46_iZbNe
zFdJEv6<+@F#TQqhT-31h5D?^Ix*IKc=XxPfNQ*^0Ul83LQsp_SZE)ZNrvL&>u*qIj
zR}&|6+*>#rS{DgEHWxc~(?da8_b4pn^E=be8Ptu&=f&o2yszI6{uE+DGcJ^_c4g-b
z4C}y487c%aik_6gCd=}<%$V&)BRr9)de={Hh<>)wz#0fvJAxK!@h*Kh;j;G6R6c~8
zT(wHe(nlizi3A4V@lSM+E+AjK<rYOwy=Mr<WTC&e@p|T%3LSjZXg#6j(|=>TTcSJ5
zmI09pi*&(X;ahg<Jx8gizR-8JoJd>YTZ1^y_Io?Jwt_;>)#F+9*jpO;lhEXD139Q8
zt*ax!ZfUo>=W~JyPb(HIN{({#i)R<`tHyq>iR83Fy%t7DbZBL(L)qzB<;$n%>et9G
zB!(~`WMp7G0hJJCZ}&#>LoP{}?uSlub5^CWGscK-Gg)^O9$A{KCQLzjcHgeK4VO4*
z`I}4L_rB~jZ?&a`3gHw1;v)3a^dc~<+FMJNq2eeUT}fY8n$i<dKkL!*P!3ksoYZDw
zY+wZ4;Xd7N3zZc6JeHxr=Nv)kvbx0ad-M$h6g8?XuM@LsdJ|!bRGm;Y-GQ!_GyV|`
zHHh19syuS93Y}_LRX^gK*%O^g`-v>T=1TwF6kjo~P-A~S-tu~0=3f8ZEj}hsIB3&T
zSLbJvYWOW^`WZk*jT?T=ZVSm7UWT`-A>~3yK?M20Amfa5=q~=cO38>mD@!l06U!8-
zeud4ZF)Uzn!adxa-Q4pKzOAmVuECv7SfXp<4`DE*zOD9iaI0J{@>8zkat{S#MK*=q
zW>ivw8kIWkS+q5Mn8KZKu-E%BC=z&WiRy78<9M*}h*K4{Zz={_Qqz_~x&{_V*T}12
zC%@E15UG?gdgGQ2w+*ey<U9R9CqL~3C}onR#UZN<TAkPZR*uVba6bO(+zZW4K>L$d
zm9hq37le)eI`p-FWg>iRlv+TzB?tU+V-E@3>2prNXur`9nt8ubf3Kf74whtwLez%6
zM|Qcm9Z0b*xJeAOnEL@N-VLu`9u*p=?2@(-smbOKJ8ag(jd_)5alI7Pu8&^(`K&l}
z1_o(*xeU4fER3|*`JvP0&c9b(fH*8uCmbF!0~8fqn*lhKS0l$c5mnG53-p-HX_%i`
zbE*%)=mleA@8>;?{IE_R=;dn&5@N{#u4Tl;M;|{=bP6}FqT++mTpgn2^t!`dS#&Rf
zU&d*b$PH1l2M#1KM)sCI1gqg+PT~o`-o?|%h{RZM*xJiRyN%wt8kT|O%w!vbOt|M4
z03ujKqeJE;IBIyM<IkQ`=`qnzvzlyRC&XXh9PtICpkTBUIVZo!!h)Rsemzmd5R8wD
zGXROBBk3};ZTn5FL1ARu=8NO^WGwo%utR9ARIn+5iB(|6qvNP)%`pkgRhH0n2gv2i
zMRyIy1Bpc<X=>}~1)C?s>!L@lkRi~}{rvelQAC{01D0$ztu2_dFo4?mDWVNzPj{U?
zeKSD2<|iAEe%DM12XS}KMWdmx-2s9<0y%t|Tu$O>&r2jfv^-UjeeaE^Z~Wun?{BkR
ze9`_2cBMip<!(&ZpK%KXk!acXI{j5bp*Nc=`MDwlF|`$eDju8IL2kn*S^EYe|A2rr
zSfi&ZzbqM+fI1y}q*H`Ig-`1VO<4AG*-YkfibyMAO*`UW7sm-o{$6_!oH)uZ!zXmE
zSe)3FhHn9+lAumjARJT8q?_(<N_h^>-6nV)5!@vQMoqEDwijAz%sBDxZ#(_;T-OHd
zMdMiUjVu8~4RYd@K#u^gh9mfRCon(sp|YdAB}u1sV*h-%5Y}2e7IGsXgbm8It@$3*
zk}e6&3-q6iU$J7;!cW$qx-daOM7v?HqS?0fUO3U)<X$vgLjiA;mHj_tB3Yp>by<8I
zIH5ttiSr(sSS#}`{f?Wz+-@8ja??l3C&u~`oi(rNZS}WrDOSS3GZB{Cj}Y=EHqGZA
z=YkpDBw-_%f3Q%&*f6>OWar`I%U)-6!K7f9B&qu0E<!_S8u$5@mH`2NYF5(5)wOL;
z#&mhI+rAJ(SCP~DhCfqBrs1j<0(=?q2DnY~n>`-2lJ*s5dzGnmZ%u6Gv4<&x*hN-N
zHM}%E@hQnb0ZrvLfEn1sEq!NK5KbakBobl1nRs#|nvUwo4m&h|Pn)T_?rTL>N`(XC
z=7c}$pY+&rF);+s3UOrzJx6Pmg(e=1<`DP`?uP@XhX=(HS!)9|M#CZJ3vq!4T>J{5
z?&wb_=;<L#7k+xnl6vFJKU}U)*!xuhrYOnYDNBwR!Th^t-};x4rja1A=snI%(I2n&
z)uQuc+R2sj?){T68$7j)pi}c=kHTG2_Em`Kk+H=Tq$NjiB<OTR>Sc;te8dXjt{HE%
z-duc*5vbb#h%4>H!m0iPTb;-X=*5RI&nTGNh8TbV9=LylR~l)2uK%b#X&7AU;1yq~
za6wK9|1HmSDJr{C;hYR+qKd_gaq`I1`Y9X20;IIP{)Pq$Bj7=tM<Tr3A$VH>>JO9<
z9shrfioxY$LTd`JxkG1bq`YlF2jo8}UgAF}UPgGOWREkIF6TgcmornO#CjL&1I4@3
zztJ8(0Se1+4{?DsS_2`u4BEUN7P$V(09|B4HC9f$Qt`nVcK#1%D1K6JK9xh^_$1@+
zsJ~9ia~M2><zeO;w}v>CTt$$Y*7;5KLD-gG%|cHLWDI7HqZ8pdNK?M=Qk?)i?ZkM?
zg~~LqGA|OSh6K`=q*Z9p0Nvj)xmTcgu_9^a*zl?qJxDAAJt+AHd-Ri0dTwZFglKaX
zGl*+a{Cm>hdT`FK;wJ$Fmi-ElkB^T<B_&#)Y?ca2GR}BiU2|KVhU<M0Ch1!JJYDnF
z5Fd)GiaglDF}gh($e+l=?Oz*zvFI5q<B8bs@8Wp7a;wu#=mpe1)FYT&u92sENyA9*
zX;QNQd&)}AXFBBO$Gy{}!IO^#@aISZl{fU`3e^|d#I9-FB0hy*xC_atOvcRtLI?1|
z6k!FnME{r>NpYcB+?-uXO#Sq)2OBMR_{OjCRU+E3TbGrN?j$Wbk!Qs64kluW>VDn}
zwk>hXviHxWL$$0Da6^KXMK)o7h%Baa(>EI}=Bl(?oYS!0xBjh^%zW=aq5zb9765RD
zzR&5oDhmtCOB5Z(c{|E5O88o~50DW*lZq1UEvN=QTd9sJXWB;G3FbViiT?}QCXHyW
z4qB>ehj4(dgvrnGwr+oTd5qld{Ts)VYIUbiPCI_FutnIgXbode#j2gI_^xxUtp>Uk
zQ|LWD2ndLqD+Qm6?d&3XdiJf-&?Sb-gna+ttssj4KZ?j}m*q?B1<l)MlFFF7fsQ8m
z_8JpAU$neJdM|U<l%_NS^xTwt*1gg;yZ4{L?lVqVu!R)Sb>x%D8EuN7#<p+6rg{ym
za`Ze@E{3T;X$ElTiwCsN16+bg`Le!gP4R?FI=O672RS%nABrY5XmvFna#Y}=&km>a
zfX0a<bv*5E!Y8Feam8Xc$2iB$m%%2kEeY4Vy~yb^dpwfAQ_NC~g5io+6OZhD<@NL-
z#`Lzl<MO<*7;jy$d#EoIBYHJsP(CZ(kYRMqD=T?B+>)Ya1IU=bP<=RHF-tu7xD}`}
z#YSFpm9QGKV6D2mI$IKx#$T$ApEn-^cT|)ExI6C=mMV(6r%CRk&IP(%<lN8Rde=6D
zb46v#fR=}xwYJPXfc$4o`0rV3Y9`>AWMIGhl~H}3`iL&hc`<vSubw?A3v;4Tku9k^
zf4u^Cy80Z3%>&ryEQt;|F~k)JjCKDl7HoI5v9_+n7a`hXEp27q<@)z|lT#>%EnJVg
zZ=E=)=6^|>KEo!!>%^*%ifKGos@eS!`Ln6fxD%jZg9iq-c)C%XcOGcM9S+qS76>j)
ztE8Z2DE(eadP8@!@CPYEb6(*_a9;^za>FbvQd>7A54ejl_60yD3r(udkWuJ+4xD(2
zNmSDA?{(amSlCR~Io|HU`5~=V*Sm?z!32Kb0uPbY*0~;V=8&Xe9(qV`Gh)Waz`}wW
z_VJ+)C+jYew~Io>>wbFh-D2D;elW*x8G>i#HUj6Zd8UE!UMqCi2LH(X2E==IK4ui&
z&Qv!hDcx_Nfkc9ZIxBU)3Wkso?SAx^bXJT^%ybj~!dy;hdGzgWmobqn_eG#lF%8<J
zKOB#r6!Sq`o{Z{YBYSlr*+3y3Wvauen+4uEdpsD?1(&!Jj3=kL^U$R%e_0BC{dSK>
zviasP#`a^myj=8*usr{5({~pU6Pij60y}W_8~XFtBKn`{<PSVMG5?FOcM8vJ-MV%w
z72CFL+cqky*ha;!*tTuks)}vfwz=P$bAIbvYwxxH|0v1H$hZcc@$}x>-TF<k+}Ty~
zgfj;2LxlC3<!)m|1c4pKC53^ZWMsRGS#x;)Zd&d6CY$+fLekjpL_~n2KxMT#d00aV
z0ja88=tkISj+C!wBBqU^HxJyZgN9FZQ5TAz<^N5K?XuV_hBh|aq2Vd>fUqR}fsK4M
zU{1aox-w|MSH8R9(=Zc$Ir%})y8O>YC@iAGX0vK>yCoAIqp10BveHIKn_1S29~%cK
zpRa9h#c>~RaP-+`_a^{!;`?Bq0YsaafuV4?La4*C7XL1hXz{W*s#&ph-#|orWG!>b
zlu=HmaU!ugru9kbcG!%~bOtu24c)CGS_1Nw_L;~fdjW{*wVEszzVE)o;z{@AgQekj
z{ohg<l)V73*2o?WDN})X$MrSm`ixJ^Ey9(B)P(tP*J!&p&tQ5`J(JKj?avQ`yQzra
z;GBE-!1X~K=fBh?_om+~fMIdENnif1HLhsToO(TP&F9t~0Gbs2X7n9$<Oz-`SP`Jv
z`<G*YJ3=m-&)O|GHdA)Am~t{&H%fCGZ>rw}yJR#k^CKje{6ea?IPB#qbIB->i027I
z9o&h@7a4l&fX|K|;7H(-%WNeMp~L7s#Cgrn4#EWnh`9W<Rf|@q$gv>YoC}E%?Nb!E
zFYG;SGv_5O&{;;rU>XcFB@>tGhZp!!;>zXF97txvf($s3GY-AUePzI#dQM|^MMkEB
zRP;L-lCFyH(=M}fsiltyfJ*GI>w|3o;H7lQOwD5vL7vtT<rsj;HXgy4Q$6nRMj|-6
zE!QU;mRLl_n3$I3Dhw?W#LqoOv1FrTTaJm0RR?&V*gxuavD(J|#Yp|8d8p_ttR$bz
zHviMMNd1WcTlz@%8a!B7+b&kW$dBIi>n)apy(ma1;uX>|AI%65uN>0=_m8j4U~0N2
zth90`VY0J|=d1ZKk9B$E=yFIgR^Jq|OW`qL^UU}(G5R?Y?JCwh=HRu$G{?uwvO)~9
zkhZ(`ZMiHz7N=uj&7(5y=9L38lJai;F!C!b;+w6$q6YUfcArz`PL0VKdmpkuO}UGf
zq*gzG9*R8aON(tNfz!6E38k%lP-ycb6u^Zvgr@Bn7iWEe3Y4av{Qd0<;4PAR=0s2G
zyh|zB?T4L+>AY0KF%T2Az!rH1S}jtX?w^TUTqp4-w@~pgZL;F{fxeFEwc++vQlp-B
z)u?X;FjGl40R_n6Pq~T^I4;6}DGlpu*qYxb7ebihc5Y+kzyjEM*Zo{-!V>@Yt@j_d
z9pHWP{uhI^NYNQ6eP*aihV7#zo&W2?#9!WtQol~|<RREX#Z)_~0)S%o`+59q#(ruu
zOIY$8JUb5zr_xGgDV&~#BHw0A!~kOJW4KTp5m?sCRou2zOyZXWmuEhnAb!w_6g(V~
zkye%H2J2ZFow*gDMC>V^f$9b*&yp$t??kt5@nz*)^4Wq)-{|h%KpG&;5lJaNc0c$(
zq#x~gg=BrBF-~xX2OqCH#1FPJTkKK?g+5}sEpA}e)i_yUz@`!cLZz9o=npj1mjO76
z+Zkjf^HAfJ8k#H_ofJTWA(8s~s1D=}jh<-%ZC1qBly^r*M=2bl%V?w0<?awF?DJ}W
zq#vaJop2WT*Mu_wACv(3bzb)VTk}IwXiP#5V8R)s0JR`s!r5Ox{!BO{{cFNm0w=)s
zkmNR8ZQ}bE4~6zG9_ru7B!T;H|CLNKmD8>O=J0_M?_v7qpJ{r(?z<%KYI!e7Ngr@X
zPg8U={BFHbN(LncPr&EvFpBz_2#~&KMkXsu1_9^xBZC?W=#(dUv_8=uPyzJYE;Hb-
z=APlq=0ZXf+x2=oQszpBhkIsZeUB4rz<j(M*iR%ey}tPeL&_>%x*zs%WM`sPd%cNs
z3;QAbv$U&saD$m^^gJ~P^w5L?8A+)=vX4MMF)l7H%Q~eYM9uB^fVu7gt+t{pjfS0?
zRI!w$n)gO2!Ie^UMtbEeA^>Ff&oq-*9EfhFe)T6`W}Ri`-!21yr0C>Ip6@-afRQV~
z!QkF6tyjLT#Id(JEN5+p72M+J>vtJm_Pa-g?_64s8E$GVJeM3R9@BdMcPnQ<{lRTX
zc-TW4T<zV(R!O}>(c)9ON@ck}FFYK+X%c7Ja@FoH;q-rt=C8(nfb@#mgO>iZUBG;A
zOjW2o&6j;{)SrbO@r>Ue_W!(VL$tj~Iv&~~wr$I>KpR!r1h~pDGgSq4J}7T?5AHY|
z$s_p~nIFag-Q2v`b(5CVcsu-8eTn+}pcLr}>x1=cSxdsM&9HivEZg?z%4uU(>VU>Y
zs7jA-__2qFJgL8^0h$rPgt`WAI4sWm9&MUlpC+PMF0C7S^CZ)+w~5+B14XA`U8SS&
z9ggI)bIW>zBv_O#eY*Jh^G*^nX_d>H@O04(<2qWPXpL>0Lq9*HQ3pX^He*2N_y{zY
z${xd=@{g<{V4?OuvJ)99i=Dy5R!Wa-sEacX+z+T_!+NJ37sh0^9VWIVO0&Vacn5H-
zf<+U0E0sw;j(LKao&Hv1FWf2=VqR*QbhM?`N*(h0CnON2s>-;|W)Z_65K8*$lUkyy
z!hW=NzLm3nZFkUPqk)n)>88);OCq0q3F+j1@eL*O`2##<uX>wtCazIzfAnk9+{k2n
z_~4t?TAw69x7WijkB_l?ygeV%a99z<+3nqD5u6;gO47Lndwx$Y$c3=n$@^+-R_ndy
zfP9hp)&U<+td7~9vjSv62TghX>$4<?b2PT()au{lQ8^wiP&j|FkAhDL^_6@_CpzV$
zsF{SL_s)wTETC0y8@U-gum5qDOO9l9=b@D|ZkN3X#YG~@9uK(8GF2DncyyK=tW?_R
z)qjapl;HR|I3=n*U0Xf00rVdmY7eT900PN)+@3C%2f7;k77K#ms$i~=f<ukNNwD9`
z%PX=3+8_W7^No|sQ11z|T|Ajx{HX$Rjm!A_s`|*d;Bw_la_FGR-E8rK2}h)bU{1_1
zKu7eu@RUix*!gi0HR=dg63WH=#LSfc2Jo(bMi3wm+**1+88_mpu>7TBS%~~g#S)FE
zSZ>*Bks+Bi;ZtXmcxuh-_A-!f;Ee_NR4=kLAG5nZ_(^<RVkGADC2Eh=u^A)5C$!C(
zPok;KAqC-lj!y)NvquPuo4Xxyv`BZGIG_}6Lh0)Da(ev}1mSdL)jRbBv=biO4_o!6
zXw#b9hLU#z*l#a#(15Q`?(e5f&T4VP`Z&DRz57BC3)lE)*qlFJvbo?p$P|)m3{TBo
z=;E7%UbR;rm^(d9OOWfzFSCyTRA7i({jAD#Ug0>O34dBqFEP{YENl!t1p}B!dZ*J)
zbAIuMA5G^1=mB}~#3^ONb>jm!i897}c?BC`(MywvH6!2|0-l25)t``myU$z+C^V~Q
zcQ${j7bkIR6A(ZD3Z<C*)&~%eCRQ##zh8oh^^raAl%;vCGsR83x2r}EHE<+wDl2?c
z&{lNP6t#io_$682<(*LMrUB~!F-sy+G%V|2FTRLEKOjSXtTe>@4=q)Qcl(cW2B9ZM
z@p6B`{dJO(;*YbUDr=3y;iIaB%g5~3t8Nvk!+-~demm#BnFHz#h?A<jicy1RbHboK
zT`CXo{9C~-1`E8-!?AWVFm6zo-yiwp=Ep4n85~=J{uM$=V+&sN0KLRTYxa2d)0%C=
znSbK5>0MOqhnso(c<DEOoU|3SG|&S+ig`fj1n=lL>?XhJf~$?=%k7veliS<7n1!JC
z*dK7NyI(gm{k*-4{=y&y&hZR74Yx>vbe$iFgmLhXG=_-wztULnHKFZdi3|4U-U|!w
zsp1sfT40!-itmIMj~_n&Xk7R#h4n+x2J9zuY(exDVUie=;!MELwrmuW91n7q4`)M&
za<~5w#xnH^<y$+U<14<WJ~!}Tcl>5nxjCQ3g3P4&qlxX5<U*R?KcKtbSMZ(KO;&f4
z!ibkc1@33FWZ=@{5t!^af6m<{C`TDmtdrh<u96oM$2DsFNV(*yCa$;~dRxGs<d9Ka
zy)}#hb+|>>1ZrRlut&5yh3iHt9*N+Ew^DoNO(e2~in&Y7JoR_c4p%ZVIs{v3E@vNu
zrD0q-Y?jM!#)_p@T|Pn3E1M)<_<clkd0@J>F>=8DJX{b>!y|W)l5-KWlwCBAz4%G1
zQBDfk7RpmTS!w;-xKi!VtX{35!d65(q*Gh(>2{qS=le?A_GGXI-CuQFbyV^*V~%sa
zOH6CWF!72dTM=_?8!L32SbFZ|6Q~=Qg-E*Z;&pnI>5mLqA<cpz&(`A6pl`G8wHw>E
zo6QsG@6&=)^mY(IQne(2+}as~;d(Y~LuyP*oq(BZ=zSE>Lp9&FoH9g2#E3S63UER6
zw59snqX${Ed-F@4s>PFD-HGGng(7i}x6IY@^%FvEZ~WEM;)iU^Gft!zdW|ngF~0r3
zL4)gw!E~=o^U6=*eB$U=UP_p^TaDM3aFD(59mY^(0<r#GVq;DtR?IU-{||{x^^e51
z%)N_ON_^E9Z}0d{2hS2@;X3tX%N~f<(Gou6iQ-O<%=8Q(yKF!vJrF$I)5F7ePau!D
zw@7N*epV@{KJHxWvux`}NmchkDWcDjP@bH0otr%}@r0x%BijD#32)b3Aj>$!63bh8
zXXoMuE(4HeBOpJ141b)${h~r0CW@zZCUIG$#{^|_;%0`PJ(t8YO8E_R$-2`v@Mk3f
zl86d3kgi{I&h}$6rFnfHOAIDkqLNkN{a~7J-kpZauU`Y2GWlt~D++@n;C+M>tVcL}
z>x2W=yL#5OId4Ox!>+LsgQITp%OHk7c7vy5cGEUw)>9G*NkvONFbctO)Wy9z>o-~p
zrPIb%MW@(t`Fdf^NOT~fb~QT~0bz)Yn=@uBl4NN(+iP@hWY8NT)d30@fngkusi8o)
z_j`r{dY-p&oiR9MEy?V6nTx!T=Xc1BQOonv#4pJ>rihCMBMuppNETc<bEI18KdGT6
zsv(>N%S*d$^e?rbB!sjoZig;<v!HFV)t#I^^OP+I#x9oW%r4(f#Q}q=YM$;^rYDHI
z<)VD3@`8PY7K`Tkos9Ay*yJ{fqqcjLR3wa;YQZ{~qZHB8pu6aHR78u>Ae_u;ksvYV
zA)ST^2cU3KDZc>smVxKfsn;0RkD_0b6E5Y3A~IYamB``IT&WcPo1o`a2wfl_(7NlB
z2J>k+saWl0X^zjBLr2l={0W{))p8edkbo20SohMGrRf*d^uKBz0y=0=PdNCTk~kVp
z`oBqeUQ>_&rW~O5Z9a;yHsO)FM0>oxfP$1~A!kae`QAtB4WXl;fbFTK1z1A5DdksP
z{LorBoL$`hJ&bmAU-&H@LD`G?ml{T<Y7YTB_pbgDs;%v2aT&-J!i+u0D#7l2O*CdJ
zPiC_<^l=)4^~#*C*sri5G@Zgm(oO*~?q>$Ha_n+BZDDyMVj4gn%c~LEu-C;-m<AJ@
z231ml08K6RESeguAa-r>m?91B7W#cv(8c@I>40_IKB-3|LNASnOQU%e?v?oH2OcAH
z6Eb-;C}%E$M;C+XPjmZyjdb5@XyDYy$nht8V8WAeaC%>-T8jTv3z`1UYGL|UnUZyE
z2OpSlD4EB<)WTR;6wbai!OqHG5Ar~#{){+tqFUpNrJzEnj%*0AZD#ek0o*h^5tV(V
zkMauBq$;_v8pUMJp^Gbqy@dqqyGJwCA)A?cx8@vu+qpt+_eW42Sh4(j<P$b>TB<d_
z{6_d7H`<4ZA$WXUaappkp+{>JJ}JR3wr%=K69Yg?13>e;y?!9PdNmYyww*wYPO^_q
zPO+ko*r|Ilw6I|9h8omDg_gyMACg~av~N?f=|Dp7xKGODdMbT3w?T8`-n?m<OxzM6
z!=m_s691|Wpy@-c$r13LcG{C+A4B$~rNW7=q8;jhj%!+ajYV-&{wbl_0tMyCCX>}3
zUy&T!Skv65e5s(N`Wv840sQ=!nfsAoAYjx5-Jl4HeN2T<L_aPJKnlDHwm3Be3P#^$
zRO5;0+@OOmOMzYQ->uj2iXfseE83nJuWSP}kaoE073;&x-l!k4m9Zj70NVq%MrbqU
zwSn$%%syOWRn<0c@R$5_HM~Lu^sqU*9ZzmU`JwtXD+)3H^%gE%QNes^55Ga%hthkm
z5~2KNjtSCuY8mO$XqJlMJSKXI9Jq6jK-^@PPSv<!VwYLtrzDZA+Y8VqMb@20AL53o
z6JB(NCN#hrAKdokXFvc5nDBN_5~40MyS5!_1u`SMc6Vg=8)II%Vp7hz5#v`?#E8X-
zUD4|Gq<kERU`h&!jxJ~cLLif<IYAW*CtrTBG2&wkc~aG6zM8h4VhYZHbM=h2eI|pP
z=XOs~7mWQsOxpR9RmRa!8vUl(EcWEHd)sUfWaly#%eBaiBwxqbk^feL5EMF2<?=-h
z+4<@$#?zfM7E7W#Ix+paY$*g9_RU65sW6D`cU62V7~fjZXz$(b^J#VRb(J&_C@2HE
zkoGstPmW}hfc;OuaCILH&#xfOM*B|edx5%)AtUhwYG7&MJ^BJF7){n>T#8orfLHsg
zNIIbteL-M+GeJBpY6=pSDla@+AI$B`+)=|<0`>>`B3qz!Us@Pm$eDY@12i3l9;0u%
z)V+&^Q+|qgV?ha=#H6T@3YLEYThw&rSfLdcSrMJzENPDr^i@UAN>*Sh22L(VjI3Zo
zwn!?VrlVx^+b`srq~r6QeY(x+@&w_d>fu6n-h-*KmVD1H$i>&UVU%3=r#asC)AI{c
zlBBW}739oDxp<HK5UX^;ZmC7J3ph~VxM9zs*w^(QIg^{@A2px-Z(BCbZl2-@Cw{k~
zOb|s5j}PQJfTP>)85<iVkM$GLv#;tQk+{XN(ZkEnh;Bi{P-lFQV8`m+_L8W~@voeD
zu|@K0Kg~op<WS^u#m7yd`CC}l&jRpKSmj`Q1Ams8vM~0BuS#I0Fmy6MO`yJe;Ry@e
zUAHOdsJgcaIykbI&HDhZ8IStpQ3D*D>t)JHJuY%vFkpTm>IYTwMOERa=I`V%R!Z|^
z{qsf@k^A;w+#>wB`N{oo&@UO|S7imzQ$rK>bZ9|hp@eUtlmlh=Zd}h{IVvdtWvZoi
zbY`gDID;C|X_+C%fA^={S;nKbIGR|GxtS^0A~kA`j<c=z8>G5>esB4%p5B~EPZ=<o
z&+M4mmQLx*?T9+K@89AinqpXuL?o|EP(gKwhAcTisv9V*Fyx#dL!{+*`!Dk34xVTH
z7gakWI=-n)0^>`7Hi@dG@$m%pKki*9L@J(y|C#jxP*c%~jbI*-G1qsKaePOD{vq#B
zNu&Q|15QkCQwOK`K#BV4gz%4VmrF_Ii4y1VS4x67%wQ{z0<9L=?^MNP8E-ofj<2Y}
zU)qfNc{{#lX#tu*KnT#$|2xO<*W7;2d2!&R;e$02o_0Ol5J2hl&HE>a#&()C*Gl<E
z#weP+L!o`fIH7XWHOwI(Wrio&JL&cfASyO^4E3T`8vLFFsFocpQGh0xo_1ZrzDm;B
zUri#Ne>I5!B;9ho=_GRNTcJQJy-i%^?XRN<9%k+#>yX2dh3Lv(Izk<A8SU7gGi6;+
z|0t4)O=MX8kuf2TvXJ47kc+b+Q?FqSNC_qXV1Pvhjg-B_(y@Vm^>V1+HT=TNRKk{y
zj>x5iTUe;vv>Y3FmbHA%q1<G&GLG4!kWftk9i24l*0jFzxN%?z2#~jIlJYRWAkET{
zC^m0&96&geS_MlFCR4Qv<{e5DbAOG|O$JHwAgU5ml6_Ug94P->NH)yX^|hp|Y$L&s
zb~M&`qr=+z*Rf3Dq;n5Do8kA_df@e-7J6&a@p8$IrQ=4QH|Gamj8a9KbM?vI&rlZG
z+TU3HXF*Qs)pxYcVv<2E(mU+7!{j)YO^uuQG_B?sa}-_=E#PA4rU~-lYwfo~yDT%{
zoylGV9-B=qz+OLZDKz{;;pYtK7kI91?k?`0;%Y%5wMrGyopD-3!29yMo6;`thiXbi
z+rqd_smrew?c&-bN~yUJmA&}0E>&OZTPj=KTu~7jwy#=V5=`VFxIf0zS<UyVxuIHj
z%o1LcVzY4x#Vh&5ZNpm4bpF8#Gyh<Pn}&a5g-pwO=d?E8%H`Z6PYQNjf%v}W$OqK2
zNw;2dzs<6n`{h!LVo2Vymeo(pB3z=Bs41vD(jtbJG0(9}>7op_?tL|cIs`BVL=#NQ
zMfKYic2UfIbtE?#e*=g!e*i>ie?$c@%KubZQ?4*To9N8avJyup4)|^RhUx6p((vX2
z&5kv_{B{Ck<?>TjE2`d~2WMDFAuLs>W|3!zl1bs!VQuX8y;Vf|)^{hAufqW03<GN7
z`5?-g-a6IeIv+6!;S^U$xNEFb`EGsE^`@o7#q5>-NH}kzIe$Zm@bdJuy%a$H(ujK0
zmOR-vCCcGljr5ekGRkP?Z5Aq#P_0H~wt(!KLjLgi0Dz!!jf4)M6!#s5t<x$drYt2b
zI@TcXExh<V=r?}l>qWzVzMwBsgXJY6iFspQeZdG9t94S!4<dGv6vgeReb~}I4n_ZX
zpNuBdE34_0@YG`Bs((N$FZ)JW`@-n!WxBO1)A;t7jor1eO4%QCi=T0$13(-JJfi&|
z=WN)KC2!{$o!?Ik(PnS(S=GDqFAXx)I5zs5Flnb;44mpA0UcfA0hEa;+n-)d+_~4L
z3qF5xEx(uUjD-Ne6t^fYMqDUz5}itKES8FgbbcGcCBO&$zvihXhOsoZ3GfT3A%N!P
z(*Y1T{72^;L$jFM68+ORCf1S7!TUG+9So9-t{M96Hp_H4!-2<llw{rUmHl%za3Gn7
zOfS4V&+f+j932K=-0ADr)L9>bW{W1LTrKT<z4!&p?{7H|vSh?_g@qd!KV}_>bnez!
zSS`$Av@6y5wf3rhd$)&(>#mbe<a0+l<hjelqqNoNB5QUUdsJB>`M-3&gSDa*+1`8!
zjxB!+S(1nY1g>g_Fn;?Slle(p&c8D3`~|z|Zca4+W?76Z=%+#3dL1G0A~KBP;XZ$y
zM5@)50TWpqnadHMv5-sO7Ye9kqNQ&VLPdFcaU0ZN(Y4xO=_xU%2pdtxV~YCjTbXcJ
zM$yG3yTT?u^lTXo610CX%#w#d29xR=YP?Q9L>ibt7>Kr;kw<=IukU$H2_H17+M#Yz
z;wX$veziXvcE9;Kfhdq=r-te`3>(;**HS79g3GPvFamP$B4nKZ8++;SJuS0Q4NIf)
z7lQ?@rc26A=hGMNj;|(hL>y)b;tQ2`ZPZKh0UDv_8U`LJ{GA*Y1zs6kZpMQzRyO<1
zMW-IS@L@-VAi4D|I;gI4CS-#e0fi}_GCQ7LtMYa9xJoQ#B|}F6M*W#n?T~H8#8D2z
zd(Q{4vQgrq;-H)R)_hsQ2{MZR!C{Kk9sj4w9j#yGw%&DE?UuWUj9ad#R4xsO`jsK~
zptoH24y7N^tsw1O(0A|2ED10|74w8CwT#-3b9V(QsQnNKE-Bc%RTo1<)74}A`Ad*q
zpmrVo+$$}~bHJWqUXgvxJB~FC58zd}n?iTN1<p>95i1Ed!Uey#x(35kfHGYqSx<kE
z%jA5mru;_51YLeTJ)K^gwkNTQch6PT76N&nv>k~RZ5JXT*Y4rYdUA$d?v3RP^BXy?
zR3#OoyKU^gXm|s6`;LL{d83s-28L_OsQ)Kk5OYF=DA5(8MWw-<sM|WEo6A!$`QT<f
zzUn7^=D7f&MCNJqLv)Cbd$t~{-mbAG6UAnyS)H@Yw$N~H@F9}jPF(KNI{;xilT*Bo
zw#DgN!*`G$O{rfD8*#J}4f3b9nRS0}Lj~fLP#kYk7xF9f`4c=V1HTzwI{R-3s>WAK
zQH#-$TDhO4e9`LBGui!R%(*$X-lCg1TuBnU0Qj`m3Q-RPo=F~&nF14J-Yfr|>4v-5
zKx*Auf_Q(pzA5`bYpSkS!msI0?>tdVb<z%?NGfo1ZL);+;4=Ky^b#tR&TeZ(m8@1g
z$9c7xbTaxS1Q%&wf9qa885X1v#VlGF;8Vz9_|5CNxsm_U-y6txP!J}u&40H-n5drQ
z2IiaRCjvoX(R$w2KMAq`))d2rX6ye8n;KIh5+rO@I;$zoE0Tx$_q7hzIw}zx!)=VV
zE1Y~C7cdnVl0cd|juQ)YZEFxbP(V5ndLB4dH_#0DR_R8)>grSni1NLBNWYMXVy*FZ
z)H=2#!W3Ht>}4vQf#l<%OpB?)RS5vz0mpUC+&fO;Q#~3vnT`m&LpO0P5czKuA(`T4
zteG0hCqm#fNibH2$+(L$sx-{3AktRSQCiVHuFn7)%q%BsK3&c@L%%`*WTaa*i`zW=
z{opxD@kaBy#8(=MpP`wvvgepi`d{(_l*8L1RtWcy5WsGd7>nWibyYEs9##*d-@EjG
zW3AR=<WFw^lyZcYN>yF;*?WHFVaIRrf9wfxJxOwBU-FC@K8;C}OaYn{AjcN4KIq7@
zLeZ!T*m`b0TIR(XGrh0@H^~aL7;bhk#1T*3pkD``KnFATL`7Pjp$j$i@XOwG9x*p<
zmH&&7RXtG;L{j$vG!-UeG^2(=BRa{Zfk_w-hxU%(L%&1!N^%ugB&5Hx_lXGf$>-3G
z5&X7C)2CeKr<|zCGsOC~n{Vh6r=U)<AwAwSMl)=W21FOjQ*JnX=KUlV>y7@`SAorH
z$?o<*)`6(?znK>lxk5Z-%%2y~^TFR9VP!}{X*&~fwfzTFGL_Ivu_LlHB?2-;XKK|o
zT}|@zpcKftVQrUe>VC%(zuLRHxoN{hvc^^*I1#E6^hzmkw3m#7G$XW#jHCgQZBr7w
z@Af3|Ke3NXa|tAZiI~P3H5=M6$X1z~7}5G=RL?#_-KI(ac=+p4yt6f5*|jshL8+b<
z5Exnu*OV#a$yZQr?@3-P%r09ZLKR5#9t@2~)49MeCEv+}3pfJj2*<V(sqDN8ssbyR
z0Mhi^si`o#&8EwebzzA$i<H9bJo(ovDt*;FZ`}ViRxIZ`k!tJ$R(C-625|RmB4^`J
z_0`^@aX6o^%vlV#uDsn{4^Kjg#j8a6!aB5-Y&1RhI?e2X5p&1_bj1ZVsDu!W>xA_m
zeIMd}10iU#{i=JY>zilHQPhL;>oSa@LgvnuY0@~9E((@dL^q4Lys4U-i5jhlP#B|3
z0jCE9(r7{o1#y6L!pAl`=U95CQVQnWdFoGmnL`?8?$BajyVot(ji!V8I~?f$mQ|}w
zc`!4by3(G*D4?zMi<e>PS%jqbOVlvpfc>#uDAFCZ6cV8+V9O1iz@y#Ya`dDfDc59I
zGSFhqZ^O~#Byrjk7mL_BefN4j9Omja6)IcujlY*ki-TK>W2*>SncqS*`O8oi=*~T_
z6IoNRSwgqh>{h<6i;yIl7P*d(kC^cmrMh2kJVb08gdtZ3b9NbvybVr)*Q`kY+%QEX
ztZ+ky@T0OuW8z}y$oi2J@5T0h>iX#vDDj-ef&t&c(9DkT_Gb9mOq`;%m^Or=6$>v>
zYQ;*8L=caEa=(PGh~^n+d*bRB8Y*GWAm*JfqaZFjtDd)4N*%IoOhTpTC&1zanxFm*
zlIDPPjjoC%(0oN-e<`25T2X$p+w*{PCv`1g_MmjSKFHJPOjQK0IJ@7#w((Ixh=(qf
zt8Q>B+;3MR>JL=|vAEVCOPXFOqeNaTFNkCIH7nb!vj5_Q1Kyy)@s)tWPbVYw;-Erh
zrBsLZ+amY=*gl|3_z+)?tGT}_&BW=evt8vSn_>4rUeb3E>|B>C;x%4Ib|L>>cP!0F
zys0Lfn9KDtCAc<(;p`Bhy4A{(CY!Vq2}pW+<X99R9=^8!@uc@<6|fd#mi`reOQ`+-
ziwd*w;tC(<1U)4%)D`Z0)<2T!DdJeRJ6yCLO!8_(wTnd#OHO2`^!2p_wG7Z&%(Ym`
zuvkP`uA!>+q0SNHfkbi>*|bm-K!p+b?f6mW(LfQyjKaXk022+_ZJwl+9%Gt-VK^Uq
zzxZC9lvSU2l((H!R(G8cdNoS5h1#r_-48cV`iu3%CdNbJ?jcoin2{ZKz{51oBALQ$
zm<iB=sRtgb$Qyp|VVEwY?gke}&5xytZNQRc3&e~Rd*_;>kIi2or(XNYn$fNB1LZXi
zy7ub!P3ky*-38JgxCA}x7lrs^Injhlv4cpIDz_Cd`1d1dU35OI)i}=iP?t4Ym5-;x
zF7>19s2SHqWq8brrqc%E_SL2s(e36H+qK%Nnh|T)L;c*5p|oG3BMA61BR$-DH39_i
z(a;1|cn*FT`{Z*y{q|Pb>xbvu3aLY1p>=XzjP&|@DJLtig%Oe@xV+WEk!X>003h*;
zn47oGOML-ocim)KSu~rNn83%+QzmVyU-`$Y64E_DtNBH}fLS23T=goaaz_jAl00&d
zhUmAOMYPEGzt}Jty(IUr+>Sa|dTLoWX$yjODt!;JHM!B$S+8zBm#`27!*x-SygLbF
z-1~`5I)Sp_hhF925lv~4(BA0-Zr_>v6l3sq4$KIPk{V6x*hn~rw)*i!cL2j}!V&10
z7e|YmJ<{%e&4m`5%wX}v6%QGKWuGvG=pS3BX=N#e!FC+P|K6gPpH8{c07A@T_cDaP
zqfd}1cgkAyQL1RaEBP6CySRR!h7b~;+cT?Ps*)tOZ(uwr-UhC#+hpla&82KL9u(|w
zy`O9?1L*PGo2k6a`qkw&>RA91o6Jb;q+|jMnBr@;;vJu0(t4|O(voK716V2b!wp_E
z73LN>AU(JFtQe+xyuZnKT|?5(<p^qraG)c1?uh4S>!Yxl6rkF(LFt*V)VpQq8lKd-
zTC^Yap%=;VutGIrsIx&_O=#-PGU#m6Kktb2;~5Rh5ap%^QL&jqJCvJi>&nhHr;L9M
z&xH-LUQ|~NPaUvgK{TzuN>~;~G|g8?()I9;EDgWkdpMBKR|xkt4iWg;MTn1U%@Irg
z8%Bp%k+t%)-26pVRT<U33S&<+gBs&-F{MofCeDD4=ud8w?CFa|T9@&R1Pubwjuns@
z8VRC((-#)#IED<-69XW310+OWCh?!0amIA57El#`4n-Tnp$2n9G=Ulcu$F`F5E2m(
zDY!x8oR)WtQ4=1f71@#sjG0pIXfY0jbEq*)R5LnV*SvRJxy^KGyYKji0cnhhisU>&
z%r#V17af0pOHycJ6#di4QJxXWkOeeywqgF9B97LF=)|ZRnCVp)B3}6l2|q05cOFr5
zqCde+opFT;%Gz;@EMC;*IwBd=U~Y(qPy>KLsma2@aNFE%qF?u$DvX^csQqtiC*SlI
z5y91(Wtm2FelYKahDDqa8Gpwiygc?FG;g&aKAy*n#_QY1bW;%Z$9u|zi&9Ohv!kCa
zL}W~YQZ&`N<3LTUf;XYmqd|_O0V^1B_B!569AYg@=He!1RJ6%kKPW6t_e?IU=qh3X
zV3uO1LVc|)sL7=YL#RR4>VV&4uw*TPCgx+?wu<wvg})@z>rM<0Gll`fuC?Du(*ZJo
zI}a`}Yj>vN!`Y%I#^Hb9ZZ~yA3a)$)POhzfkzF~k&0}YiQ2F(}aVNS+S10KZU9L#3
z{q6&NL8|dXK#L=*7QuYTeDXWwUMQF0ZVj1Cc$MLz7)Hd|uRZ$0!L`nPF}DPUv@Ok)
z={S=}&1!fg9-4tdE|1ZxqU;IIfg0J?jyIpfXB6VXS_&-+7N?dZ&729iyQ`MOC!|=K
zV8u-RP_cm#V-0mw9D})3`3i3Kf^qYR_*nLxkKy^Wfd#ueRLovo7bCuuJ7ZoR+=dgL
z%8PcJ?)j6Zq{b_%lIp6f`Ku8X!0Yf`J(a#Noy<!%-DMULj>(#za>t4=t0+z*%z^c<
zc;6<gWh6vIeW*Cx@NSvO5o2<1xG&`G{mS~k-u9$F-w!|SZ@m0$9^4q71!HiVX95sM
z4m2}6E52{)6)K(}%~if?DloEQFNSCCqpp5>H_c^>sF_w+th;W+PWAQmm9%>+b1lSo
zuwNfbBRd{}V!qg#U{OYtW;kKS{y0c%D5yr705+1$)X~=j*;8A*Qy)lPQ%N%Uef#5?
zsHDD^>r6O=P%hJiGXl-bsL7GkLmgm8>gY7w1YZ^?&cyPDL47pU>rf~}j|HFh&Unkp
zoo}VJB7W`>BP7@;Sq9_B9owz)c~gaMs9hT}3^_wCPPbIy^$HyMR&UAdM7U$6p-rZx
zPGHXQ!dKG7be0U}G;rPp%t<tn<ZDir*v|p5feS%Kl-}o8LU&8;{vFHPuS}SQ>Ea@>
zVP-GPT_C1)4K43k3gyyxVtTH(4&O-!wx;|Dnc8~F*11a0{4(z*KI3d{;{77|s<>Aw
zV$k_Yg*#%4t0M|#_Qo`Am!3i+gpJ}7?c{OzNw`-mitTgGl(3hl+CqyZ87E1?>;?@#
zum+^<(_DWc?RNtI5H%zsB;%n5^BNY=VcqzNWvfO>(c<z07&2C(O?KV4cV}P%^6sHC
zc7kHEt{NLr7=-u6kc_R2eg2*BLM3`4hDn;Fk$aK=ENrYM_x?i`87Z!4f}&!GxSBte
zD7yZRX=e^pFrADem;{>iwx0}PeVMiMljL+;7vcH5h@&1-x@0sOKgvm+v0>UVn!Mp>
zMBCm_)#Ql^{&hNhqYkg-+2&#hj;aaS@|QP$aoN_`B1gRPRGjxZ&N+$*iTTT9Okh6p
zlWHE%4QoZ8yeBo}>f0bJO{6zttlTa$qcmHC8sYU1I0a1bDoc0*j?3nGl}&l-=vi@@
zC}Z?*HX++Wt6dtWelowUs%>Ac*MU}@#`1Hv$_yvri?in`(vgGEx-R(!9pxd_Zx;j>
zBlg1a=TF}`XfL84PbTM8xgwSK?~FyOgV0S*g!-22UOe~SA9W9j%vT6r;T&x!cC0W{
zOq4VtZY}?eqyZE&F&Q#Jird>AIf*>Gq<_r%&8}1tS~2*{x719IQMwJ+GF#eQ7?d^~
z#313~Wi)}=qpmSm<n;4`QNV&EJT_tmuq<y^ws8jw)5rA8$bM5!pH9?`1c$u|-oK;P
zq<}b|JzVSQu!W#?c!4BS>PGolwYT><vQ}_V*l`G8J-0;9+!&IA^*FRBNNCpZ(=rP=
zI%;I|6{|Q;v}8QE={SRa^=WPR$y^#8Ag_Fig*zZpp3oexbVY`GIt^TlTGv9wr)7p)
zDkMkp<maqt*Iq80C-OH4W2$CB`4mn(taB*LM8Wi#$MU5h3ZuxN2cqWQhOhg^wrb4G
zYh(Fz^@-Ex`}u`agROv)F`u_29|Lh0>sKras1&1<n2uEW)5n@|+{80@zdMBkrm7U3
zYlhVXwUyMfKU%(QQm*dK))Udiz&{}?74!qf1fh8n$jGXnRHV4cV$t#5Uy0gOA!77O
zDi}MtYez_hcMEzmy)IUM(AUM)IL_NAZuljO5j#C}Ex#)wQZVHP_Jp-Z39gaD`ExLe
zyltVBLGdr$f}eW)U?K*tDcF$qQfVY4J6vY`DW*y06NC1Ozy1S0hl8P&GiT~(JpJ{f
z0CgNZSBc_OXV3Y0@1{wX9A~y~?xWn|#bWdu?q_;AG~%Jsf|<^lh9lPNg+3GMj+PY7
zI4M2lL^Y6;y^BjQ^*4P5oI{_?g0Vu=f(T%zXXh1FG{52?$vMp2F1(bR{9FTwffe54
zs?GEiiSaE?__l@THQgk5rX1}|!Yu3>B&+`Ioe;tb>dV(y;^=Fh4s1g8>f?68kR=DK
zDDSLEc%W)L$I4II3cBU!kXo-TnRMWdUaV?ux}#Gve*WEj<2C!BXYJwj!4`O7*x1iS
zs6LmjBzMC@vxM>Ceo%dBZyO0oh_C|8Kv@NJC9qJVRAR}-X%iY_L5%&?InqGiY6*Q&
zJwo4JU0}qwnVxVcC`U~5((o+jXU3Weyyy`TmV@3O?s6_t+7e^Ul|80N7kC2t69AkV
z>m*KiX<g$NtlggPz)!E#xC$VA#Kt+$45(2ftnbSD81oj|iN-;K#tZ@lXeUB-^A;ji
zKTy>=d4JBQVQPO|X98Odh?DzpY+VL}R{!eJp8`W5<ve-G)h^jXCCHe25kX4YDX|cS
zk%=-h*IQI6h5<gwn*d|RzjjFxGwgy2$Veq5Z0`W0SG>aAT=sg6&^#OQEH6vzs_2=&
z{AC6Bv?Uh_-6{`7+$>u2h@#um!6ul@YW{R+ETWT>liS|jE+SZFXl|sTP0kYB4$YzK
zL_gCfbfuDcV&bLLOsj$%P6i}stz`uVw6SFNmO!sufoeo`d%@Gn4{h)jrOwls+E&MN
zczSsW;}<KqL_v<SXWiU1VXt7!kzxz?cpx{<?MrqC;U3qibTJ)Nq|e?F(lR!~#vLk?
z!&Wv1kJ+_m4C;NY*MdX5F7EJp|4NKXzkNz!&bnKI4#|CZitT!is9FjlN~DUu?uQ8W
zSd9(HW=)w{RppjrkR%MChb)oS7mZP@zt%j-6O~Gib<Xj*4lpbB4H<-eE3;#P;HYom
zJ`>&4^jer1fjU+Aoe|RSuZW&?JGCFeQ*0B^hC-<!p`EfIrl$gZrB4MdIBQW{3qU{h
zaV@w94tgZ3{o#m9eM4e~n=EZ#XbQv0YIWGAj2lP!Y^#Y0w5v&-1aHk=FDFxU7cw*R
zdw0xU3w|C$5MJo=0*%w1;XP3Kj;T+I4cHv57)36^vM>)g_Yr<uy%^c*PHjW5Z^F>E
zP{uvjn<NS0V5S(k`o)w{{wL~-n4h2jmOJ9iq%lgZgU5;0BJsOkvj(@IcGAVQI0Wyt
z3ItzM+f*P1$d6jVqu|A-{#nrcZ{(L9N{8!QJkfL*kb}l4WF`29f?ad=BTM;@vkYj4
z6y#a8^o9q`77!;&J?%hxwO|h*M0?iM9HmmgO)%M~Qea;<^7RfoSt44sSC*&V(dRfO
zOY5h%AHN?0|A-@oPUHGPSn=40rdX_|hvV$9_iUZnK9$K4tzBmw4NA;(bsN8Fydhs#
zKcl>JVf)evNrarO-UZW_Uza0*RpSMd&H4i*kON&b!vcz0h{-*_ztlthdBiUB?t|PR
zRL!4`nAS;u1t<?ZtNhq67J&#Bf5`2NL@GUqD5RsDu(oSG{Mr+-@y#i@D&i{=T0}!j
zY8*`t9aPIP9jEA<X+*DCR@)xv<)-J}3UfiBXkkr8=!7rhN#D)ITvgya-5eQI(?)bl
z*;nu@t~qG*ePHgfQ%UU-+Ka_=v-s57WCgF$j%=aFLqc%2c5q=AgQQrAHCs|(it0$<
znjdBQH6bGK2Ns1BDXVAYUyMIkUu~C&GC2w?^r`$m|N25QdEO?%Gx)x{hFMCfCMo&S
zn;_KJhtwPErAZny{@GZkXc98@n9fJA+215*EoS*OIHtB5E-c(4UgHQIg%-PC&o7V3
zqvGB~OT*<2lA+{%Y(aLO5`gSJ;cY0QMIl$b_J<tgtqUx=({%gN=|UMoM}EqNYx)an
zLqUZUL-{nk_q&5!7C~omHj&b+5*_mg+hIhcEa?~I({->zjF~ZrPc<NC9+Ay<jD9bk
zj`>{u;i!j0h<B4-ML?K>^4sff(z|VZngMrh-aXG?73ID)km$P`oPTaM8lE!}aTp2;
z$Yq)wvjJWu4KWG^Fz>y!D_%#kBpnQ5BpJMO&s5Q>Z`>`2yM7$p3DeIDhLL2haiWVU
zUQ=${w6$uEIHx($?<xqQ`3xsz5zvLu&R<~hTng~q>crJvSZK-#Cei66-=+)2X-zB$
z9_Y@UX&EFjz9a0fPlkYoeo;Tkhk|1~`gR0nYR2Wbu3>=!Y%})lxM-CJ3PlIG+iV5}
zR2)yMhN4$Er--)Gx}Od6o1hnHV6}I0(O+AaHWIiWe*Q8-&%%AnOgyrMbr^>y652Ap
zdI(*f?(M~r^fH;Q76|ywZ_PnSq21IzF+k0k!0u;jXJ_asrfD2kEZ@@u!~`MMo2VsX
zgC+dF|42>G)EA=(j|c#pp7Tti5vrxXsbi{>Jr$f|Q2@a-Mxkn|J-dlnh%hpg4A6H2
zYFFjVK3M#C`bO@%C_+gJ?ZD{q&IEQUf)#Dh5YWN1b7%QLkvS5SSAK#JA52;N4B*LU
zBkHh#6JeU3u^S%B%Bp>l=8w_V)wTi41>G$biani!L?jeT^sS|gHk!OOdgjxgo`cvn
z5}3hsfNWdf_Ks63aSVnGjB+EtwQu)$P<15pJ#8A(WD3+?Gl%{v2ODgnGMs2wrMa*S
zpl%-mQ;<Ux$ry!H2d*WW0Q;FROZ)qowTNyZel?wc6!N=bMIgl9PW(-%BvfU6L!eTb
zB@<xQtQx44`URkhhTNvCKO&ki1}oGMB$_Y*{1yCHVVr=eo=1S_d-JC#-_QP*IFt*h
zqBU{=wf5gddA)=-6__0(IwH{RKQ*>x*Td*#X^6wKK6L`k4vk3uTh*WJG^4QKke?v}
z`-DH$>TZ~-12Qbrx)Q%IW*3Gy^b^qUX!UZ0&lMVcL3cnzWQhK!QE*_{{gxHRk&NFY
zG)y!h#4>W3wyot=I{GUcJQ<%a&j`^MN(^vbs2R4##%i;7fTjZt2o;%bEia%EFdx$P
zREgo#>rBEu=wdZoWxs9vXi1qH9u46^B3&;6LEesv6+593*C1j(gM_!~ouc3v7e*yN
zO^RrUf(^8A56k}y#2ud521E2iO2f+W&Y{(t`ygSa<>-)7N}B1Xh(=gxfQ+s(VxOI#
zfce!SBH(t)3QHwP?H1JSNC0jyoD^wTzD(?&0A-j8K*((|-Rr~oZ+U)nJ_MVbqQ@CU
zcKC^QAA{p_|6AaU0b2aI>x14__@`CrsNIfaxW(|vVfr%{=rB4URL*PhbkQvN`v8>7
zAdidnv-f4l4DW2+js~z=rF^<ez90QLb?O=F*@5_zJmWU9+6nq@L~p!NprUCbB_UUF
zYJ!Mgbx#M+65sZf;GI=d2AZQQ^|Rrey7A<1WjkC>URP|VuYjcCNw6)qqv_w*U&b}_
zKVTRrsFHEGKEm51R(+PuSF(hiqblc@lRC*{bo~QZ&lgaB_ViMGc%ORfu?B{>d7Wbv
zh>3=BpqGo58e|kXCCy<YWaP~B9U4_RyegG!VjH06&p2HI9xMV@s3?Xmss;2;sq-$l
z27bnkEY5w6LCG{{9owG35EU}t#y{7}-rl}kt(q-|4nmNFnzoapUe8r#>Y(7YJsXre
z_#(T}Q0g;<TCOD$)*fzycemnRq4O!j(|b0Enx1zNn#E(c@ebVM6RFSiSBvXrl(mx=
z6Lj;I5SkgadDqYp29UWuy0ypB6DnmB%&3F@uy{7z6&;iKE~1nU=)nG5gu;W=L_2eI
zCThOB*dFB_k~I8gAI@jksf?t5EPLFymJOzsV;}EL|AnWwByJ+twM8d_20gy0--sKX
z@9CYY*lf}b^Dn<2i^#P<j&!qiBvmOdW3!?8jVqwbFmTIF=uEz_1p1`WaQX2Y7!c!t
zu|M0*0FA)Nh8mogSr93pN{NEcg5kDFTe!f_DJ6fe>fU(}5~-sibd(x(R~=<p&k3nd
zrD6t+qJt!N!CObs?&WV=n%18%^HAj_=AFsPF-@g9)<sV1nw`|h&1A2A&^n$2m2&g&
zz*ayHI7*n;$xLBpSsT1Ko~K1bUjRK%>GF1TaerNM@!DFTBtL|i5erEC)?|ODHiZkG
z3jd={m^x@?m2>s&C_M^uJZ5r3bnDZTZEMJyY5Y!y)wAO~Y{IrXv}b!X>T7vl`fB$v
ztM|bWy~Ik=E}bX|F;+58laYcnlG15>qPR^Q0+16VZ_~l9&j&DkI;^H6e;|S@hEkEn
zyztPgzsaf$cIWb^+gN{N2?v*2Sm)7CH{?nYjUi_uG;sNk>yfcfMf&`faLe`&6YkGJ
zu#g+)!R5tWhOQx;AV+67q6p~QH9_6?5Dot-o(!u+gUFrV$(R#q$hK}%ocG<`nO|>F
z5=6U_LuDGORJ*O9;T$nXlf`CSON5n_jwW$EWV6?x3E@5_3l`U2o3;*j@4+&*rjdWu
z8SsM%zEcg2v4{l4f3nt2(kl-L6M%IU6JDf2dXL(FC<Y0WG<clDKS<exuMA9tO=GbL
zi>G{JjK`j@@4kZ(KHNtZx0%h-LcO*8-4@iB6~8Q>afF`k?zZlt%GL!Y8hKy)z6igH
zobC2mY!h8`h#13Z_^GXrQ&i1RW1^i7S|joHZL(u}J|k?1ASV?KP^lT^hqc%3Ke8S&
zq4s8;I87;_%QaPe%U>qXnrfgV#GYoq@!T*<N4IC2h0s71$<&}QXX@Yd@Goer?1j-@
z%3|cAU$={hnuGLpKFUlnkKNWnEeTgDUF&dTHl%M6gHTS=#z|$Qup1oP^120fnYd|s
zHJ*l71zH_GPt>mOSa@@E91uW5M%TLeoqEZtZub<VRZ8;Kx_ssVX+9j=rAHPeI9bnx
z7geU~@vF!|(wx%t{B_&BB8)hxoJ_e&l$57^-<PlV-Z_qC3J93`DU^p33ppc+U?bzl
z>XFIi=NV3F%+1x#rfb`~J5oMWn1=^q-73FU)?3PtewA+{*_-Uou0)~u&JXfD{VkKE
zpgjZLcZirdk8cm&*|1!O9!rdtN^>nJb1STisa~H;zEtskGad7MBpRZl^%s4z8ovya
zOJzy5ah1L?omOMT`GQfAgL-NQceq#Zgt9++F9tK<eDl1@X}c7%2SY><fFN5r&d4B`
z0=ttu=Bsq8*KGpF)Bb{kS8Q(<27b`=vB?kDGcSmW|K+G{a`lygOD;C4&dYtXwH=r+
zatfP|R?qySURXqG#oxg)w+R0Ws){e8k<lnO>sKJ?4*bLvB2jThXElZ`-mV`@uH?7`
z6+PAOpdO^_hU?23jGCiDO?rNkvim8%d3oqK3sVsQbs_R};eDf?j(9aNe6O?ayZ(va
zN->PjMis!G+HAvg@KaEzs9Mk!wu2RlpuZR9!}a?o_wV0ds($5(WWW+IIgP%^i{t=<
zWFqaTK82709uk0Q8`?iVGy^N_xzyiBNvbAuPgwZGpn*4^h~c!CC(U?p#Q~7AOEI6x
z?E?6ovQm?`r@VO`+N;tg!`1vqU2-|Us)BxL$ev$?@~M1vR_D%J)$P82pFe@_<Q3<!
zCc71pgIfR!4<_bZ(C@ftSV_K{hZW<Srqfk26{;>=AGkR1u#$_4oqKpwHs8`jfE;-g
zKyTOZaFFahT7tKrJ;bQ?+4S;P4E!?q!4NmgR2<wcg%$0Q;)>0QH$N7Uki(c@a`svI
z{D@s;VjLi}a!ld9(ML`U6F*N`+~IM&r<=}JS^plX$)xWDq@An9!u$3`r6oO0FQ`pm
zul_ap(Pn+mtQ!Q=mz9wR@+(qk<Ga{TgJv_9LNSf9K{N6elOV6n#571&H@D6AyS#<8
zkwVG$sCL5h8%kWpl74a>)L(H_@v%a6e-;Qo8H=x=sVJfGz>-I1yDiLDf;7}dk!^a_
zdl$v+%Nl|Zc1#S`4Z--}4}H2gV?ueZd(bBayj|>?{rZ*g5rU;M4=SD=X87MbAkh7J
ziytp|tu~@ebNb$T?^t70fo;dXm_hm6yhxL5C~6ME&{_lnKDd^(lsnyc{F1Pu-I3;$
zviXl8@JRM-{wDf%W_$S#s|t0pC8OfbR<IEAk<F%wb4@P!V#1k$510#C<p3UK`)?kl
z%t@w?IGM3i2#&7H!({yaw{+)1WcFsU@RhG9yL?55z0q>({jS!)ohKTp9mT$@1BkqK
zP0NCQ+VAV#V0%}0cd&qdBw~SG`-rwFnyu5i2Oj>G*@omS#FM;6%ia>Wleko@qI{y%
zR6PRqGrc*`s1PgXR75wFPOq!kRfbEm61d{EDGgz5BSN?s&;172l8_p(K+az~*OT;O
zT<2VlV@|9hy%|IWbRyoJK>Cu9cE{5x$|${Hs>xS|(6wcte0Fas*kQB<bT{8U2xp(C
z7{88O*JmBl_fvDy(D*?Ru1TN9_h98-?H9rn-^+(T;Ba*f+EDmP<bp%@BhLj+QEhk)
zK`>o&&4}*$7cbLh!Fi}%&Wj~Mvoh&!`kW<dp>~C3q88a`hMjG&e(nwengHVdN;et0
z&qsnFmKntd-ex1Gp{#Mg3P~$fh&bIZr%&V}t)oD9WN~&J6U7W)(B!_&3Pk`9r4D2_
zzc;1W_8E59P#_)}u#xMdix+FBbj~#Vpeb6sfNN(*Cfym!q3~41!0GFy2<_^8?y;XO
zl6`f`L2V1ny?wOc2%Ua_(GBU94bVAaAqLz<I457-s?1Dn09F(<Heugs=og|(x8~^o
zIHo>T4D2uqyTs*m*pfv<)~X=MSft#}Ui8+;wJKI@kKu4m9z}*tp%mI`*oDm~tnH8q
zGYf??B&f||{Y_dM;@i}U0Lxrpd_MAr$p;Y3-K4FX-g+<{hLeRb+HMHtZsh~H&7gtW
zQE$KYwpIWr@fJMzeY>K4GW<$T7t5O<D)X!KPF>wvJWa8f)=Innq^LSo$f98VG9qPw
zXwF;wy3N+{x#1`w+Qa`t+*=0K)pgst1W)kb?!jGyyIauU?(Xgo+}+*X-QC@Ty9W)<
zoyohucb`+W&#m+0R$cy4wXD{fbBxhje_HDvwK|HYaj(nQeMpa7=Y%ldxsx&m5$)f{
z)r9h3MC!S;Bv)B+>(KRT9D;LW%as_~l&i=lNj~WTV`njC?0&CY&xPZf2%FetHy6EO
z34Z7y7VGvy3V_)(Uxf~t`$9%G0Q}oUdq0Bj4g#uNl8w$l`mwYdgR!-MHr{N1DlbGq
z+34WwvlXNRyf4c(aIY?B>z<Wk444M4W{^oEjl~}o)RadhL6p0XFM`zLm%nAV$S?M+
zQc|VOWPXy>Jqrwi9gj7sWJ+ti4N-ZlvKUHCOzxDDiRhpQ`L(U|{;Qc;;Q@@4@uu|d
z<Dvl!u@S*1ph$zsGhh~49v~FR9<xbqs2VCTEaV>ixv66*)4xLggLxVRXEjr|nAdry
z-_|aDUH_fwVEuV=lW5R2?>r^WGHV+4AaHtl4<$vB@?j9vd`c;(l`pVJcH&%m<KABO
zpb)0g&ynb$@bvKZd6U;$)K=e{u0?7PL*kyNSdUeD+U2|v%M$93vaHhR4^9Ni;ahPy
z0!>@r+6@Or#raVs*fM}oFgmmoF!~`6K!(4yvx<|)NI4Q=Q%&DEACF$r@5CQ!)~mOw
zMdqp3%|KLS-E$Lpv#sl{TW^}fa;BuPIlqOTw8cq0;deQ1&V&OFlz^K^C?uZ#ImjUZ
z4wyy+Oei?afq)5xW}OkuQ#?=X2EPdQ_<^{9ww|jbrjx#rua`5cF{l<eja|82<NRRn
z;OcA+B&;4`O1}-VZXkQjk!Y>f?;~vQ6UT}AoEQ)rTlvXjIo^0NVms{1@q;D}7le>c
zpw$oI2Y_~{mp&=Yre{otC5fiZ%Asfe5~JG2xt1RGE7iVQ#V-Ev@T{EvuIj9=5H)nk
z*G|j;*WQp$4F=BoYky*EMqT6R=ntiVUe55XM({d9!^z;1673!}lDVXjk{Wb3kn1{1
zGf|dMUdJYVY%N&6IphIeWLs9B;dz>;LFGGlXg1NyZYR^X;-#U)hqsULNX8#9ek8eV
zL9a4}i2^gEOwhw!;==gd3$-#*@jkw*owEL_z1JuxhEbR}3cMM<+$zN0Y1|sET*)l+
z2DaL$^~_q#ZN}2H8AWP(X<FHsQ}=hfQ4~zu;D#+Z%6+@?Y79<xF3B0M5E#LG<+O+w
z5fU4WT4{ghlE4nV%lh9DsUCMixdD)d2l#^M9eVb5DdT(2aj?WNOym%tLK6ZT^Kw5?
zsE3siFm)Lo%(+-@AnF8Ww3|TgCE)K&`X@sbV--eqZ={$_7Sca&mLN~Mg=&+?yj%9A
z##dX?dxp_ff9daUoJPQg&1b^OwWj!0WD^4D)hqeK20LWO5@6Z7?z9oqJT&H0Kyhw?
zH9KP~X6!_Jwi%+i+v{qOB%dcw3#v!^d3U6X_YvGX4gO$-Q<Qb78_N}yGiE?g$mfp+
z!2%uys1*!lsA2Pe7=^TC6sCd@6Qap4J`}q;0HfdoFbb6-^TIKRX&5&?8F6l&W0kfs
zsfyurd)N?7FJRkGpK)<<k&BqZlj{QFy<PipN(n&!gDu1%|BEe{32DMc&#cKB{E})%
z1ybSv0}!a5f9r42i$=Gt)JZR+b1cEg?$;0kr-bxPUA$WW2!TRW)Jfs~7WyyyNJKjt
zc*SUmBQ{3!1$<mW;K0KWKD5UsB)O9AY0TYLfCoQP1Bk>wIKdyK2Cp#-okw=HNmABB
zj)5SoB^Vk7|G!>0Z1eLdYhkec%8sc-YH%He!6<9`_6rs;q-v~d*!6LA3wDF8S6?Y@
zuZYkvtcYA%C_5gyTBSDLu2k|G_`VDm!v2+6R76kgj;3?w=jVxh?bH_;IS&(h9+!>1
zs!xOc%htXmpt}DDM4+wZLPgy6-8|khF{EH}OQDSju2BsB#ytO*VNg{ppAQZ*t`t&>
zuTLe_)66RGOX`#L(z&HpNtkb0`P4#0yhaemRUnWf#s+H`qg6=t85!Arxno0EtMwR=
zPC8I_A_zfUKe_6eIaTu0>xfohv@5i%U>5WH0|FVVPvvdX$yqo_%S#~76VYS=R3rOm
zjK5?<5Y|=PhreV4gNyW?;^zMg*`Q@XTd$qrynOilX2W4EQ%_Hd9;yhx6#k6@=<GC_
zCzuh#l8HL4zuro}{^m>OM_QVVp37|dEJoru_z%E9N#xt3?|7fMEzO%@AC5|}e|`O)
zaj1`2*4zXO=jfCjG*r=_Bv$+nBO&5QCtu#RJ{0?2z8~JLY%ptv=GzflE2HVvGT(Qk
z>P0E6LBKmC9u;`uY$B3U!y|b5ng)5FyleK||Ktq0F^}1FBkh4*vMZJmU+SqAFB4wP
zF_X38FW^w<4w2lsU!>@mG%oyDEn_+zy1Uv$Ftudc4tf70uj;1iyD!JuoEG*&<HC$P
zg_JXrF=QYqy4e8G8YR7h3Zl3%wKMg(kX}K12p>VQHIhs28kYSiP*%y^t-6+p#7(EO
z#Kn9JfDW*;TGeFS;q>X-8qy^&uPMhg>WxA|LKx&@R?gIKjNDX785LjHw+)(HM)hK0
zXzS0rcsU*E_%o9+PFi|EXgiVvt*-4>s;k~%88^!vZ!ef$pusv%Khq?f@-F@~{Q3P4
zr63n2qMriWuJ^n-mH0F_bkfd+EX<JdqSX8N{&w>&c5<tCS@?32iZ{j#D*c7&mCyeN
z2R7FzPXIlKqncdPg*iXO0x1p72<eoLlRn4c$!kDIEJfYncpKByk*XHf0om)7)@#Z0
zNBxkNcH!&B1-Q;Up1R`o=Ur(1kr;?S%z-7WI2szk;us`D2l4Eu`B2ZgRc5>v&E+36
zp;#{t^igeZSL!rYMhAx?czvAv06u|8?-|HAVEzHr)f>V3erDdEkA)>Y+xbgsHW`9b
zbo<N>Gs1J$YpR%=g{X<wHL1`Rrex;jpszq9-43-+eSgx{8c3pJ)Y0g40UeLPM!ZiK
zB+<)=B%D6bze8(2IXl-+{V?P0ahQEfdmYCLZ|;`~-pz6Pn|@`x65Jz12xHQwa`Dfk
zWQ9{vb#$+U!Ts7ed32|+A~!kv9Lp0gY?-wj4tK4%A5Omcd7X|fsF*9HvC4gxdJnFo
z0xs;NnuA}*>=vpWU%r}sIzPd8eFePt;>B`bCc>+lb!GbLV{Mm|W^HaK%-xHbCC)Be
zr7!QtU>O(8+E{^!xn1XCPq#%0sb7=$(b$}1vXM5h#l<Y93qRH;Dn(729GKrh#q|_q
zZ%tMnzmlmUy!%Pzu1Rl8PNGxH?++miag<}MnzRlftBHtc>cFQil<@4Z;hS~1EiQLe
zA$<)bE$h|nI)1t7?{OTCPAViZ$*0H|@{)$RA3Kn1zXWT2voc;!3W&Zo5P)Ys|2-D|
zAq!b@X|(Tf9qo=xwkx$bMR+zB1%=#-U3S?9)j70n$izTPK<zJ4kvbS<KDrH~lBg`j
z@-U?}!i=6|`E4ycbH6}j5{y1>ccv=%1wDrVJD<C(E~AwtW9uy${8}i!6KOAzmv*Jm
zIQ=W{BiEq96WVkU#Ru~ZtfSNzkE=Yl4*a44U#y7*R(dSoV@d0Qu0X`$whK>6ze=G)
zGHDCND7N#1bG)m!ZcE)Gr~Hs()njp_s1bRK!FAjtsm#MTUFO{%V1)wXLSJ??pqF<b
zeGqebe>c13X!k|dTk?X(9dD=SO(uvVE2$oTi^@}4E#N{r-04oW=@FTA7-V^$z}O;p
z{8khwgVFUZCaWRG9JyoUo7ZQNZP%dJo~gh;Fq==SPq)Q#HQ`rPYYAwK4D|X~<8}kG
z0@^b)*}Lomff@IA-6q?zuw9^ctGlACV@viQIHRZiGgCIeW`x)tOsEABHT!uSU*kVr
z1o}!=d|#}vu4a4}-s2DNXagg*ugfoMV}A1pK_Eg-x%WQ**?Lzcodyr_IV&RF*ckDA
zD+2py{4k5ig0R;<CBMZno(o1(E_#;_5hN-t#!k4A@<nF~zx;A!!ORfj?B07_f+aSP
zWA`Dq@%u$i**3ZgEXnRz8Cfu|VG{3eMsA%$=J2~@EW{B<w~R2ck$6q0vKd&x7l-F6
zb&cylh;ka!;xG<(`>w+Gj9P9U?y$-)i1G$fjLQ(rYPNf3u|%&*ose*j%CJ})vkC~>
zdk6A3Xcq_*lkzxP%Y`%KD&xqeuCyWr1Dgb0%&(`)@93)H-&;?bC9HeGP>nXv-l9R8
zq1DX~yKR@gA@SH&?;M=tKEENz<cLs8R{51Z!MT&p{cdR)YQ^RrlZ9ez^T-=G3xt_r
z?bNhOOdaBr5MLPA5OXobP7`|Fmx<Pr$~Z!#fFbB|;-3Jmk2V3J`Vq6qrTH(U!9>nA
zw?v@Pj!N`P0xh&s-|W&2t9SwPNWC=*4^(I5su7i;YfH{J&;O~5MwG5LGhl1sFq46h
zXc9IwR`VCtasHGy>JL?#0@}BGFl-M_j1G>dPJ{gtn=cCeDg3(EM28<*lW3Nj%Q@i%
z`Upa*Ccoc15)%ry)Y&ut$j5QKFI|lIuWP8et*!5C1-(Y(O_z-P!7P*fpl_=OrzI6k
zk3t6t*F^Hr9Bj~j9K+R5JOLaryFG@?AZPz6spIcemp`)o(#g7*i|3lB!Y!XWGAUhp
zD+*|jMsx|6h69MvxlUbDx@el#OsuVq&D(Zya%kCebxf1QIK~&6lcH5)7c+K4J!M(r
zgva-aPlKEYZ%|!SyK%w|zRCHJSTq;S3$sH|4M*|&Mu{2{VcqC_<u2kZpd~q2Q{H0w
z=!}ppX6)+T`GaN;@y$Nb1`NkFo56%vgp?|vj*AA%B-F$X3!UH}#3WClmvhoVqIixu
z?iSXWQCvho^T7iq`C~DGitWOh{^??cxsgN8`oqi!KK#QoAqScbhBv0T)pu1zA(qE6
zE%E(I&9<xyR=30?%13c0LF_!GHhd@bJ9l*PGR)rz$z6R#dMHO1Xia@<=Y`oB&6~4X
zxCT6Ya{>=r8@S@KZz5q#-}*C+Y=&v8V%pgl9wIN#Iz2^boD%xvM(}|i%fn6uqAz+4
ze>Sb8_a#ia?D~*Uh#b1O`RRAP50fx9k0DODRR;auI^EPkeOBs2j^%SsrIQTe{i?yn
zS5><@_$F4;U#htrb0A$Aw}BS@*Uk)HghiSPf%0Jcm}R{WPjM~AND*>LQMkj`WSqAp
zFh4Qq!EZX;@CK2jDpiGk{0o$DY>d_Cp<^F3CKl|^0#_%}e8F!&ZfbDZyPZ?Ii*8@=
zLEmz4d<<AJ>P?r?F>Fsx;P;%zRO$F>X#_85-9bv9sj5kDZON)7sab5|nL^FUA$;Bv
zuSf*Xcxzr^{C3Zcfk4;^Ze9QVymo5s6#6@OaaauXr%wUm<c_Xa{iyzdMv>`sfh8-C
zYG&Ie!%yQo7sEU1Wm9Tus{9JAu>-|0Q?4e@qkXF%io?E*<iDt$3`}QJr^=(BoC-|%
zQ`c5<aY?L-N62{MVbeH{B=w3dIE7F6#%V#}ipV!JcKfYXb{yB;u75CS$>KQ2P)19T
z$9=0+k=Je0Q+lAxGyZzaPZ`L9;dnoK5b?2YA1)l-MJCw8|BMq_oQ38i8ui7G2iNCy
zDe2B$qrzT+P6>8Na$5uH@*eYcE1eYg{!LwG&^Z+h?RGSRXmsp~8@OxLTcn<>rogvq
zRe#+@P2*+78rF!_nUw~+-s$r`c%WShQWuc)k_e^4X}(x4jvSN=*QX1@j;z23WgIc4
z1)suv-d2UFG;nW$rxy;2p~r*6h!p+CnvYC?+prfsxDG*aR|12U$3QQg`PF{#QXk~{
z-Gkw~z9x!XznO$)b>HyR)YJ<+ahqzzE-Ia@W`x>4+Op-Mj9gNI`wNnQEZ2g6s`Fe2
zN?Kw<X69%2wO0E+nX(s#;5<q1Pf*E83^(d5;Ep|KMlZpE1~Q|v-VegY6Q4iUhyf=c
z6p!Zx%*wb8vfJ3CW8{R`$c%8i33!E*qlTq-(BKaZr?DETbEffl2>f@xFxxCWB4CR6
z|NPX5a4;hAx+ZAhcD*_Uz6>`B9GAX_X01B;d7mI4R!#anhP1d#sT0Ro<^!9OSaG)z
zDdMzw`G2|(`^7Mf^jl9uJAUhycK+B!1ewrQKS$k(9`!FjqKHTXYk6<L4cexb=u8G9
zlI(CmmLo4$edl$>T*z;DykMQsrK_nu8|6O)3CHA?828yhH<)?d&u<)@(Hm-M02GI|
zSX8e^lHy*~VV|vv8{up93OB|?Y_h^e<EL2Us${{s)IKP_C8Qa@gCQSQSx4_+Ha)Al
zD$w}HrL!*G@$_SL83`r#nn!sDq+RDAP_y#RoDzja^wS2A^Ow#SQn`UPK37gm`LxMk
zxmY;Q`I%JL^)Pnz`OnvQkWa2RL5I3z;VtIBwPnVX^t}S$4?()};v6d!JA>_!*bgab
z75F+l5v*{6z8%|a5yO2HlJGo<#jy<>yu0J@YtpH%Fwgg^x5R<{i%C=<ep^`HRAO4~
zAJKNxa{n|tYj_Z;sy-#!Zx5YAmRXy;C*VzNzf@z6pJP9q)Vu80_(|sa5169s_>Ia*
z>Ow?-B-Xk0`wfnWpe6ya%aX&B*sfJ69r72yTaO*>byLz6Hz^CcJ1E|9qDpFg^~D^S
zGkUSwPTVyP9Sh%XXI|njNQ|i{lc4_3(kfg9@M~Kn-q#xgQ~tk+qEQYa(A+Cy66kUa
zup;E(&5#E4abDCg8gqb<kZjKI>jIg&Cw`HsmC3X(znMtC0^=Ce%3>x@a%m_Z@PeV7
zFuoN*18eti>$Ode=BasNY!%0KnD&bvGA=m_S17esIN6C9iKg3p?r83Czo5UJ<WH1J
z>RhFUugg>+m#yK~FF%3OY!oqz{Cq~c4MA-w^kEUci3$b8F~7vh@yB2b*2m2>7i=7n
z%VB?XwEYd}#da)f^%`jrpn?_Ji2(8KPlKX2&RMu#_|@Q$2C^8!bq-~6Qo4Oa#n>r1
zCHrJ<r(y{qQLKWIK(a&4H=jF}UcCtCX6|Hzf+D2-5VuWj71;<a=hai3vF(S1_Tvbn
zh%D~6qpKxa_^l$7XWf6JEgU5qaX-&2{MV<T2`i}w;XRh9h}ZUhw}lsw6T!M37gOLj
zEvxRK%BTw&xkc41c_rMKdT~c;JAQtUNRY49Vm+|Z(N}#SR4?jYwEhdLXs8<HspJG%
z1b=YEJee6jQtcd=AjM}^Fu)*?;t_``vQ<#+8Yd`$O(l=8s7A-L{$Z2FIkyyVz>qFV
zfRJTQ{vzJ(;HtMRJ3G^g=m+}|fJZi>e{u6&#W@&8nlV5CLKbcX?ZCY4)x6V8$R9dK
zP3kKPs~XYEG)e4gR%7?3QQy*_X_pQ#i8P=!d@vS#Wm^dh{$64cL^C9mMS63zR2k_o
zlwYgA#n1LXwv(w)-&VK7*fig%cKs#$yTx3N_|8H{&p(eg^9M{K{_Vl`5W9bbkx+j5
zKh6&+#NvN!EmBw^5CTH!G$0dxBt(;FK1TeXe*o|bHJ_{$5s}=%AGKthR7KkN?;At>
z`^HA|qzeDhZX7)SFSHvEw>&*QG=O3u=lL&P39XAX-ckzbuy$ZB9&pnr498ot|0Q#v
zlDuPXt`mAN+pPnJN?B{RlSa{GzoiEMNe`(qpx9ST+WY%y(Et53m67v???5y{!R-H}
z-S99CYOxo<;%_F7v=9ZVWB4lYz;@tPF@MR5TmKXx#&+M|+fGTMT6`E2hVWS;P3hQy
zO&*eo9bHNJ*wQ)*=67hQ(*2a`QqW~9Ebk*fg)GeI5Zl|)A*scSDMf8_GdqNF`L;kV
z^?;&ya%Uk?@HUEXK(k4Sl&OzMts)j#0w#FjNIrwDEu?2~aNP%qeFv%?4Jn<7M&mrw
zh<lp9%g`@{nFm527<5`-7y_133gm_66KPV$(4?0A@9^)oM<c>%qK5}iEs-|r8-oPr
z37(5*Od-gu8B9kXV2RXS%3@{At_NDaD{b%nw7)dEoRXpE07r?e!2i5`X-iEW8(_=W
z#{Y8YUGl}c0YQpBR>f#_7tB49SCWbK=aD3<TN0L|>+cvUaC{loF4I2cGS3JRCS;5w
zM&((9QRIX|kb)V_?~u6gg|@5;luyI%1KuR~t6$U=k%T|7A^$7n<i!`IgopFAdRoAl
zzg#Ts2HGmtbZ#zrl{slc2}-d))+FdNmu#3_dYz}xqyB@?xU2#Q%@bwd8IF2c9gX?6
zl(udumdoqI>}JJgIm^kEPj9RJh^~F7B_Gn8see<U=*}N(X14qHkL7{sq~JJwHGVI%
zARGWlXs#&ZM>_27Mk5nK#rH9iMH<k4mh`w$7GLtHI@JM?7KU#`lPICFjmAJ4&xJam
zm&LdGbZjlRyWRlZ+wZ#!&C4|pW4GlRPCJJnHnr+psDmopH*XJF@5@`R=&yadVS5S|
zll)VGfZruGj_&N|b1nl%&%m?Ov02y(l`(q{CC4F*B+rwBFI&jaNMeH-v%R*CgJM6J
zoe)MAJQZm6R)T?kdEwDdMnm7m*n_YmzCntFRJ;a^kEZd|3%e`YvG6NB+Dyy*zX2%6
zU#*7Jl&F^R$VN`ww=VFLokYvGy6@s)O1%$f2~sKC#v2)~1zeKxt^kCiI5gYG#`JX`
zbtxqllGwVsv1cShlx<+n+o1-iSzQbfWiVihxXd@Fd@ctx>nnIYtleh!qu%Z)C<R=j
zUYH+Cpw~70kJWQ?JB?yIae}}SFU~j58r0aJ%^ddP*F@OBR>EX<GdJx-FAbdEKH{z0
zy(-DKJqHFGC<z?JC*GAO#-MB4TGQ>}e9+%E;4EY{=P;skrxH%5F=w(xU($1PWTK>{
z^uw9Q8X<-7c)chJs^Sg}^9t`aDVZ!L-+@i1F_{tpc#J0c^fDI59Pq*Ur<uh-?E>4D
zv;6tM^_`MxaiG;NX6D&zfuf7vZY5Ggy76;k`+3FO*gMMV!}@@(7b{k+z1`tA1!zKR
z%e3;?nvuzLORxI2=GrO9S6F$EuP!sMC;|uoyu#V_`bFT!RKs)2Toeg<g2Rx;1hr`?
za?LNDhl@4S_Vcq15;{g}2@wIQwnSJnae)o9uCc79G6N$m-ux5-=gcFVvYlWEe_kvE
zM?Tl`F0&&SX+lM~x^)2ZqF);ja#4I;b*FoTEq$hy26Z#ao~#^5m50-I@_|<h`7HzY
z7~cP$H3gY%9Uo{>WcqD*3p`=-sV3f+WaD~TO1?ghC;PW_)fJPd7ynKZjx&XyNq|4!
zx=VW9IpSgu<4JG9K(o}T;LZ|u^{CV89<R7}C0GvNYK{6S1WnTP?zGqZq2U8ecfR5D
z5Pxg?)NfXEmaZ{D1^&59QR(wFzw!LU3(mSY8BO)bo2c1{B1Bp^2aLKOdtqvMF~`h_
zD79C7#Zsa99kd!tE@mq|{}F{GToa37voXWNj7s&su$302=o=Y{WT*zi|J-y3Gd+Jw
zB$tnZ6Oo@&70AXVp%43H7xh0QJ0;1Tz1^vf6C-D2GPhyU9qkvKRM>)Zq$1+q^<_j2
z<)mn<PTysC4;4{U(#CoC*<mB&qa#exw^Bljw}`cxOmrS<R0XgocBFJEj<sP+v?Eu_
z#3Yeu$8+R6Em`0A?bHO)=XI2U%V||(_8t~CV#lJ;T9>^G^3Ndn*QYyR5IkhWoGU+-
z>!75Q{7J9Xl_CZ&)h=NnJ;uCOiut82Pr&^w#sH$<Kwdw}vFZ@RQSoJd>C57)50d?R
zg1hZ33L}^q>oXvr+2zv>hY-WEl;j|H;n(vXVGfTZ_DFM9d>kHy22)CIzDs8&yy$Ob
z$mYX%%l9=Wq=EIE%u~>zKJxe_&)55N-S--$<TSks8+NU7t4MQmoD5~hcPeX`8T^W&
z1F$)Vtkr0Y>aT4?5a7cdbpKp@e;)D$s7ejG%lYDG#kC6B$jHdkbf@QR%kEKMU;SCy
zE-?F4Z}wvl6Zw~pxMUc?VEGgZMY5}djmxL;PP`)d0jRujIjCx%a}eMBdKAVwD^_d+
zinC;v84g;A-1fvb9rrhiIR*-8rwzl;tqLH*Ghmj{WTKp~R<p5Lc%b%C$N1UH-%0#L
zIKFhNYYJ#Q`7daMhy`~X27*SHkR$Xy^Ky!Q$>(Z+U@O&sz9XS@9pULpX2+xw)WunS
zt$8(-7`+o*Yz-}2U%&BsiQ^+WJe1z3*MZD~9K5nx+(=3Hc)sl{hDS+`&SiDV4#Z$F
z!gUQsl)nTJB-9^{5u#}Lz;d^Fcz}1RHCiV$K!6LeNgeZPOwc3<2L6Vbm<7dQzK55B
zbXkTS%Phd&uKt&|7lYkJ`p0hjl@J@<LXB&|(bmIr4rd$N(=Yn)&{;dF$L5GyVAdTf
zPD~~NApA%dkrKKGbhG*%CRAfCKEGoy1459pWuPVk!W6V@>}$38y*?zaFae91mCSGW
z3DDToyq;m7?~FbC1=FS!aGM8J+tC1hn;y2A$*{r@%G9c@;0bferUiCVYrV<C{^?Ur
z-qQad6ZMg#Q~x^iN;Az9uPbNkW}{4SK#v$QRgO~-<Xke{#x1zke9Uli6p2K7eC4m}
z`P_|6Kku~D!6UzmhqvB@O4y~kFt9~M60M4vlW`JLDdH7|;o_a#YI1oMhE=srvRQ={
z1*;Mx-a!rCb=*$QbIbt=k6}jOIX6fee7W_`HEqZ~+L$?I*E0-hAhyqrB0hI_HD7R7
zymER5gsImUB+OxQu!wm(#JAgOPZZi4=tdPO1O@G`ypFjyS=rTV`(44{W>^2p*J)oO
zP0=&&;3s!P63MeT-10;WZ_r_P_!2q7xedntFf)DdFcC0Z*2P*bX}mLj;&;F?BF)5x
z;Dq@>pFIgBJQk<DiXpr^;O+SWTc}niQg#evMF2;~b5&G<!cTV>;y_AaSSSbquQ(|H
zB@zeg1awX!b^fv$J6emUfH+YyTkN5RBK9)9r%>71%wl571MVbMqWX-^oiw4%>D;Te
zE#7!!w0q<&l}|a)3uhVG+jiRRD@W6Wx3LQ!N)9dl3Z@hjQ*JPVRF|pKvy;`+e%fk<
z_a@NmuLc!*Ufv;X#W?%g;e4rk<3x`@RY(`6s!td0bVpCKBRzEXqgOz?6@0+)mPzN5
zS?+--Pc?J%ygt&~zHMr4Ov(T-j5d_12Q9sDWm#9ITRekLU}?;9M`?R&;h<zdrl@F;
z<>~S+y1|CBGo?#TXMUX|pEP<x`ztM_v0AozKC=prZ|U{@T&%6vaDxma^J~4;styX=
zDxvpErGDzspOC>!rl2o<tBt@XN|T!TmejP#g`7}YhQ0xp-NziXJA|<N>-H8FIxKJv
zM67pt;9fKmUz?#AsW=QrQ*PHbo~fH-rmcs~Au(UV#l_+9NgRxK=;tUxBkabKu=zP5
zQ@MdKhSB#q9L*@CtDz~k%r5Mt9}D;+NecJ)#HyL>?)QH0G|9MtT?s}6+n<>mTLH0G
z*CWxRBlv{q?8?EEiK#D&CO~{>(Dv|3-|C1Eu;Isus=IuNpocoY{!joH+9o7QnVt)k
zNE$x)&`nIuCq{zH;qZ_z9ORTW-z$NpXfzKoZg6G==h$+xoK?PC^f_%|20CKJ<K24V
z14T^vz6?2P9xaEai#B>FlR_f5A)(k9Xo^#P@x0=~Q<1PcJnp7GTl@*k<XnmFRGmsx
zlNmdrQ9-ZcM8J2O9xd^}^H8PjGGJ?~2eCQma-MhxX5_|P&Ct`XJoAbcWRtStvs<m!
zn|8t13sk^mRAD0$ZaN!sX3z*D!E$Qpl2wKe=ZU%8ZV*Rvr|J9Jq+tRmQ)0xi`fP5e
z*A)z#z>%2RaT|wN&t6CylJ%2+Mw}ntQ{w76fA8F9Jl^od2hHrAUuboIj8Wx1BtzVh
zF{bxO)pv4Ap|`g6PJ#sjU4CZEWTX?>YJT^ybddV&X~*i{-75>{AvnV)GdPXCf@0Ro
z7q3E-iYi4a>|oAV&B=<#X1U+~XceD&qV5RuSQq6GlW&8i$dcT7a$u0h;Gv4l*U=et
zKAw_x*Lc%xM8Okhy!Ov5r~3LL_&@kFD;b>#vggH;B0$t&A9)ZwD#b$M2N5zkMSn}v
zo_RaP!ldA6m~nwI`C+8=iQ{FXY#1_PUTiZ&@UYuW%JLa~>jHXHYzWidIZn3Pjm9(#
z@JUe|tUI9Nb)^vzt1H(?gw=m<?bTsk+`k>nO7&pPlFB_UcDUxT<v}V1`#S#){zj9{
z(SHW3KDTB)=}g?B(MO%PV(|+(SN{(Zwb!vY4OtNhLV24Er%6xrrlRJ@{|GYf15oAx
za9Z^kqWA@j>odIiwufiu!=i-GF?9S<abV!(sXeTBfLbUKNKqtLTL~+G<8mV4ZY`pi
zTu3cc?A2e;fqkz5u2ElHZ-H06W^?Ty)+T?7wu7IsgsN{lWmsfunO})yb_^VZ^6{af
z;INc|{ih&%RGx0y+-7cni9*ML<G&H46NgRL-Z)IT{MuBhmJB|lYzO{0+V`4rUGF{=
z5M@T@u@q_br~a}Rl}3FkVkvF3u0gHpL~$e+mjzxfS~$2U3`cLLA2d|QF>G!mr^pCM
zzRQ}};q8&orUoO)sRO~>)f*t6lT%!um+hWF<xPPyCMfppPVE{$*=d_N;te@I%_&^|
zOs@FuqeuSC>(eDhSfy5dD+*+z(D};Wg$01&h#eUk1Ppw(OEE2X_UO2)xFJlB8SRJ4
zD-MZwz6MMq1EMvIGrAsy@tf8yMu5OPHhrV0Ww^3Qje{ZbBw_h;pzLnpN9~xR&*Eh>
zP9}$2^z@C<&uUrSrS#Fx4<xvp-t~Aa?qZ@lg)qjkGg&u!q_Lgezi@suwaUeD)~OWh
zf$6y9m=0AOvZdHb;17v2gIhuFk@jM^8FGFZc98$_vrV+)dq~c~sc`jacf<!lUR81x
zanl-IY~T{{14o7m=(;g=hwfK^j@k~4!!h@)z2mwvo<_<19SP#7>YizV(woUnk~2dt
z_fZ8W*%mU-L)+XMHYQn2ZwBsar02Qjb_LPL=B$#a^~M8M;O+H1J_8>4c`cgdi%)lT
z>WL7JNnot)*eF4_?-@N~Hm#I`9D1uoP`#HLg1E-?teI-!H7ritL*A})!}1$eGZ-Q4
zn68+4eI=3=a8efcSTY1qDWDuvgIrJgVCGp1m8tdwrAlv>r%JEKmvhDWwwNLi&^1pd
zmK3Sb3lZk3r)`%arPsNTY00SfbP_v1PepC`IZ+0|tCp|*VEP)F8GGFKXH;3F8QNKO
zkVz`!y_=^6i(rw&NiJN!d+P=Gl~GYpa2;C6=Qml;=4KVaS(C>L@^~wl0U@IhC*;;Q
zs1HKvn4P5Nf9k6BKXnzcqb_1f*LR+d^||~%c_%dK8l*|WqN2#&DsKdJ?wvz2abpt}
z$pdpJEgOkO0o`EAm)(hLDC;sDPteM4OnRzzB+S8(x`72X4+ZUf+aVPqE;fJIs!^Jq
zt$2}Hv>1^~hKH#aIML(Ml;`>bj?m<kl7LavYU7l+z7*BnF`;HuRtapyd@WyF{rpO}
zJe1SSj@WEkL2j&sYii}hr<mztonlF9!r_v3&nc4y42v5!lXEHUSNZu{&V@P!d{%<7
z7%T#IQr0?@HxgWiGOTA3O^5pJ!w<sgl5_d;27^4W#%E07M3W-6v`+4<eswdQfqxO8
z0fjYTvQB!(osw_Gfxh1}bmuH}n_V<zpr@;{bXUa+Iqo1`On)mRDL4fVXbn2ER(qC5
zujJT_Ga~3#8Kg*7rh)=itbuX}sif+*>LXJDhJg^ymQXlF3gS@U*7Dh3$^>#`^tf9(
z9_PsC^>j#yyD9W_A46GRGF?fNN?+=#{t?(-)T6I(gwi8+<ri}REij_k*7dK03}Z<H
z79gl%|0rw{iIrzCN^`d~?%-i$07&J+p1_(IY;TH0t>yMdjSGcJ#*h@s_V}ZJJsK$(
z=Kl#@fpPg)|N37^s{fN3r<zZT3f7z)7VP5+Zl<;b_`+DUpZ9+&_P4xLqe`IJqUC<`
zS_0H4NlmmUOnI+|;8<aBN{kPH7tW?LAwg4mPNl!47O^<lW8fYzrKu2~>@?}kL#)M|
z;cV8Bwhay#KHC-q(9&F7)!k}H1{5>laR-mpkr<B5wo4_6^pl6lD70U5{o=&M(S$V>
zJ|r6?2Lq?<IvtycCi_xoRCbpzqA-kPa@`?kY)tZHRGRs%{r1+v)3mj1bV)@e@x(dd
zZ<xz6Rt4bDXRKOJIt~Q_MQ}V@h$f$0;?Dq=4{MZtfdaa-v-8WX{WjP(<fuCxuH(&C
z`!iYM1`j)Lx9QJoeq3w3^k<*0jy?8C_hXxmhm$itgedh8x;xN`jr6p+jX}B*3zS`i
z1=FOB_inWk)}xyUQC9p^;<gK~r@|25?Ei31TA-O|Wn3rWq!U;TTKJ0j%nSkp1ad8!
zo5XYzP+3>}8Gs?VcvK@^wu|F3+WJh4#9tZb@Dt0gXEK$!qF4Y-8ou3Z7>A1MB;g(4
zF<Ee3&Ae=VRW4goyH8cD>_k;4GK`k=nq5rM{0CBEnbneDlYUC=-Eau-r&dv*`s4g;
zfi?3Dku%P!#w{?txs>)uFK{OXZhf%>+R&BEFyB94h7_K1m6j!+CZeAW82BVL1|D+#
z*W<Sf<DSW!XXEqaS>A(CWGj8abbse5c5`k;x=s#k!8%W|QmyQjG$8GPLxYOn<BL=V
z+I&GrrL565nuft&QmOD42EXt~RpoI<sY&g(@$2H7Ybje27zx@h6r`XD%Xb|T>`@yo
z`z62p{Myxn4t;~TNIdN}Hv7^%nePbH^vxa^gxHZQ*k(MCToHX`yrw?QV_LziWv^3$
zpW#|I^vFWpG@s&kE$kQ>d0COfY#|rL$%Q;6))rDyyLw3=7V8U^X~lAMSecYa_69-}
zXFq5Aj8<!7&0{t_!;k70(gI%3>Q2253leK}SJ8abV$^4&22(CO&eJmC^sxSxhw~P8
zb`=gs-%j8U&<F?vZP^)&O`4<D=gQQHXv<+%89ZN)E^hB@E}yz96l5kb^Cfd9ZGh~O
z<d@p7D4M6@?r=(t8=eV~OUd8h-*+~TWZn<MdWvRHU_Q}SJRkpVa9ZDZ^oD*h-B)#}
zEwx#S^z_Plze$3Q@nB&fp+%kn5`2_lcfFgABGB&hn}QMqMK$qUEFUg;-w|@Vc*no|
zINYPp9|v+&2q%Knsxn#bFU?Iudf?w5CVgdi_j@KCpE;-Rvuu|V3<CVK4ECw;sqspa
zVz`!bp7$EUf}*t-U5di)xLdGFEiq>thiJS~(;sz~mjoF&=MqFSYBrrn=#a1g|Cc|j
zv<<wt$m5^<nOz6WLn$)bA8N&Q&Qg!MtrNYC509oH1_!Kw5)aZ;%S~Bx3N|r~bnueT
zyHVB^!yMjzx=}<l`{-)uHQO(82OIpVG?a-i!&~-&kPMb?vhx|IkAzfbLLE$#DVEMl
zvFi73J^OI_=~V#tfH3I^6}5;`XX55EgQLGUzs&cgr%lF_>*43iu1VopJ*XAu2a6Kk
z%8B{FV0%pEE7G-l6r163SspsqJcu$t^Cz;U^>U|$pH%W~-P=E~T&WGLLDwM8r-v6c
zg8lT9fyrg_r8}dp{oG6S)?caH$<EzyiMon~7dL}JE?Fo8m8nX+ub>F8b9e%d_azOW
za2%e-#sdf(ssY}HW;m)Rz;Kq;Tgj>s0M%SVKk5T`j`$qrZ-dc2QDZ({cww7R>`9E0
z9$75|QcKK@+p&Zr((C(3&#uR+KS3v%ka5~Og3c4gpc&82L0s-Jr0WbND{WwnhyRH~
zA@S-DqzRT?21Wk_Z<Cnii<kWK1*%9+`5Jo4kX#BNf}S=xxw_tQROoRA);qGFoEdLS
zU0Gd&jL8eyj9BAtZ6?1J(LJ{!@lK=gS){e*hw1Ns3&cNr1k+_t&W5Y_ZJpb^<&!W%
zE2n@#t{zRN`6js8(KH)w8q?V-x$EuNz~7SzWsTlh4eGjMSb|vGUrD!n0Y83v91CtF
z;v$-uK06(*QajznYMHv)hDW@nMtXCbTFIfWbUNsr`_&Yo-6wvV&aTbF&ULL2Inp%C
z<V_{F6Oy##q-pi{YIeG7jj{N<J;EHC{hvT3A9YhJK}|0MIzQ^}4-ZTV`N8(KzBH}e
z=qON!rF@#%c0xknd9=;6u)Xm-nuDqh8XVoDhI*R~eQmTyb6(2UR4)w|Yr5ybR^G3R
zzg5cUZtrofJSkGhN`WjWovY>0z5yhl<$A}TUuDJq<jTXFM@^nR8Gx>Gn+#BE1{ISc
zyy3c<wtXLj{8B|f(=OkBKhTaAH%c1HV|KEhPA<7Xz*GX+0?bprU2aZt*BkvsrO<mW
ztdW%phrWYyskRQ+LA)05R4#WQv$VtYWy=r{n8R1R<_#jl?PP?9PFCwD%}$IB7=0(8
ztpcj+WyV9<0tS(@u#WuVv3ZsFs}LP31jJ_gIRky#aE>FcplD0~A%B9|3Xy2+;z9Zc
z=`!;tWK(BaWvdrGqy_r(s1b|DD`hi26h?Tt97SJVp+nV0w+F+4I;uXoYeyd{sNrMe
zR&rpEi4(uU&lOL0Sz&#ui28AMjnxj_<LqJl`<%(FrcC2B?OV#zNm6y`Cg$nMje@|H
z$a`x<)?M<Sy|cD_a~$f3=86{fVm+pv%(|W(Sy<|dT_~LbUih7+mRnGW!KRXE9wM;d
ztu?U2o&qJrwuV;UEf7b;<M(*#X;6||1vYP&Y|s{1m{sO?*WKY-`_rM8@Z*%&?x+f8
zUk)&Rjsn`XA?CW&{j+n&&rpfE0{BIUeZB6;n2tFV^zr6}5gux{eF3fY3yA-W<#8p-
zCW6o*@MHrA;#Wn5Slc`jY|v=9s3}0DH6<Od(_2l8B?obh#X4=hP;1hs&mOyaaiZwV
zp1sv0-`w9nP6?h8emX$mJ^_6M+Uz5Wy#=EBG9w?Es#~K```FaVomLLd9l-}!Wi+F!
zICe{u+9t+zUC^7r2hkUIWUvUuQtv>0<|?YhG{F;;S(6gh?)Ht0g*Ms_&d;%{q`;;3
zPdVsV)eh5k>W+wwD2qO6*IbssxZZ(lVWtL3e!$zKi58puH~pkNB>WuM!2KANAIAhV
zxmj}I?TI9XZ|N1#i6+&eM-RM}-DcMjd9AzBN=8&nye0QT+0oHA_3Dj-DL)^U3Tkd8
znHw9cEORD(sI}L)OeWY#f?-?V;$}j-J?{SL0M;n8{<V@UOq_Q9Q~2@x1soG-BP$|Z
zq({kae2oE^Fg$}ZHID$-&kNj4_&JGOwTc>n==y+rpH{@u>;_*GfCj|Quo)s9nzdUf
ziJH_|7p>EopM)I5)EjqQJJAr5;I|qK*<U~QL$csmhW-a9(U4$%A>=jnq5?ciKiCYp
z{vkaMP<9-re{!J7FnT-|;kyR!2)R^zp%xpV!|0gl-BkvafPQ@O`$kL6yIFPn;XS1D
z7nvb@fW*~)PpEF)6%-*_BsV$b2nVm}`;+w2V}y$0rb=!06){@xDFR~+C9{osG6N0x
zn7mn_n5G<sp_iiGQV^s+>MSqV$D1KWQYnvqX*TUoi`-t$<f{nE-qRWsr#hCXnK~xj
z7frFczE`X4KAl2t)q6wTf{;ey%oQyYouA|mwCmmr^A@MtKi@4-87y?oT%K%$LMifQ
z?xe;h6eyB2K6sw~2|8(kHBU}P+ypR|!@LRn)CC;w>O}!sHO){sdxlkeTboLbd5Bc~
zx^~Rhrq`cwEysRkIvK$&$4_5h-+oVRV&=nbu;6M^l@no9Y1XfORF7J)Ad_lsNqU;=
zrLE!og*p4Ff)=BnUvqZ*l&HED)@K0%<_kp*z=il4;4n363PZcSS*;(#=e7G}%pDOo
z-<dTU9ZF^x-3jXa!+Gexfgr4V5gWxN8O(gra$+VPFABEVxZ=a&^U$}cudmG|{B?ZJ
zWdV6dE3(?nUW=;)oa*=dbC^UNFeN-SO<e5^`2V<w+OkynRgI~$uB=%1{Ae&rP&vOi
z@7@qrb_MjIpv($neCRDyg-0xbsiq3bvkOWFVi0FoeU^Nyk>14GU41x=c4t)jmgJl4
z7nPCrfuIuU(kK7dT$V(88dg_&Z25z5#3#nwHRH5!N)>HO!m>VZ+ImO-4PYv-?FceX
zzV|MI0<b%1BszvqID|c!Z+TnqSlVEm6Yi7?=N7*Ym`)9Jw@7?Lzv1AFdV#lUCA5O6
zJWD-qc_K>+d0jrINJFB{YfX{OOpEY;u!D|lFAujk;UI#hUNqFQx`#ogs5!>?YFe-d
zai+HKk!m5-%ZxThO7npr|MiAc*ef3*7j{&Ngde?Qd|~DI_;}B^rjMR6;)W42jVCyb
z)|&u6qm$volUlXTRc<?C@hz|zr@^HajaIkpZ*w|+n$u3~GoFr?Xg(SNkw0zt#=Hu<
zO{H-BRBPACivBlta{TnSA*AWeQ-ykcYy8)7hyz=|c4Igf9T_ReQD?9FE^~&3K1tjb
z&+TML$iR?{A#3Kn3hJE(r;QE81k=R~My5_^N*7ihO5?xzTe0m1wzfl!s}vHH#WJ|$
zPwXev|7OLhO`s_4FFH&ASw;+0U@%IkZ-t(;Jc*gf`O}yp;pzgEg%<-Fr6m6vdGh|Z
zXa9d_<oRzH<p0XZ^ZzFdQWxLRFB-rdTR`|*Zi*Nkp9Dn})*t$#?JRrAIKlKD4cX1A
z_d}+XAqi-a2ZkG`)=0_cUU=NES>v`MJ1BHwZfk41y&XFPsQL-$pyj7=jt`%WT@4lN
zT0Yv&$fwLIawKS=;o>G))!*4lqyS6^;5sjX)^ia@qE`bp0n)&l;RjPjQwN87fvz!B
zTiVY}u_E+Q_Kx|q4>=+)2Hk-$=<*5*6WKM+$4MGac%1GN>r8qBIb`UTco}K<dmO!%
zuGqS2v=m!FJV{NJqRfiTYPMnRFxi_)-SCa+7qYa?dfl>xPU`ky7@$SZT;`TajTL?y
z#i-&!30ENC;r@Oo5>S>Om+E0ltBmSAqYMO4L>uVe4vH}n^KVeS5kF2hGVcuq%P|xO
zKv!4FE|$PdelDa<I?}LPPPfLMMth!vyacj9p9rxRGd=ItnEn@%BbDCZa9J(G61g6i
zXRb*jRO==nwe-)4!vZG#Wh*u(m37laBRP8sh@$~KVib-!yi6UgHwT=~7s&z^LpyYH
zb#^N&W`4*rfQ6$sfZ(Hc*YokVc@$rf|CGfa6vKvI0)vsM<Da(Wteu46_M`^++}6`=
zEUV-5YL8x?lvn#z(U(|Or^4kJ`W$&vz234|T7cEi1J$KAwL`WI@Eg~#muQ(is$Y@9
zy84Dm+}+w4zhZBbSmOZGZ#!z4m*#6BRAf74-Le}|&G{}wE&`wpPru+Yx3jM}4?Sp1
zJIR#`%!PI4?}9F+Wm{inx_CNb%jGvXeTIvO92_!^sp2WL)PMN=%{_ya&nxMTqKR)`
zc<VoZkOFvv`YLQVM<XU4z>OEIiuN7n|A0IoDhX(wIOsIO6!8G9<@^0uKPc8$hU6ls
z5VoeK(?g#hqs3tWIskY;>DyiamcicmU8wj${k$m?A?Q0T&7h$g{%3jXZpt;&xc6JZ
z-<=1~gUVy=riI`4zn(h6jYA=?k@~C6*0;S7U!h<&{KF0q($Mqho>zzXl7o<~HGJ>8
z52EAb+d!vr<R1xws}mg-9@>t+xs>HOp3d>l?-4_3gWhh}8vcfLL~j&<-_m@r(F9@b
zR>}raMTUO4R&&Ky%G1^f02p}~j8AsIa-S&@)7;46ceH<ioIcHJXxP;L8g1okGkZ0v
znEQrV50bQW=UtRl7j5xe@qFPgj+eSa;Rnzf2luDq<@Gf@jqgvo?mJAE@AKzK_gs2*
zd2USin})KsJ-4Wkp-YK`I)6%j8vl6{$|_PzUd`<DzN`$tmNbXS7oY?|VHg7q^ZzHt
zbFoSr9~;};C-%lq`8qu5zYr68o`zNzQPRFqr1xR;FwrsYEIA%QY~!B;4Gv0y-_YH1
zLJ|0i*3FN7AL>!?qk|5@bUq{49@Cj}T}TKCoN-t2J8qsgq$2va1(h@GEHz-Y=$__a
zBeloD^47c>@#GL8c)WqDd~gPh;j1Toe$m@8z*O^!b+Ny6_B7ItQYhK+C!A(DYKd&^
ze|9nxWZYMQ+?D@~2ekZ;`oy77gg+X8A(n~;avzNCfH||zlk2#_xsa{lf#1kgN!1ri
zXUd5YknG0pRK!(+6orraFQLv6+<yFQg0)&Tl?K5J5ltZgF7jJXEA}xVBhvu#-gVN3
zw$16({sQ0p*SdYYWt@NVK~^EVV+w2UUzie!lU}0ju3g(EaW#InjwFMfA$90HVFiRW
zk&1Nx%~`~do%;xi^ZcF{hU*EF>$#Ylci&vaKoZKH_M@U-HuUdzeSf}&j*hN^fjji5
zO-5mVj7hP}r`eg&nDD2I`SE+`^b&+3xPyS0rpZzSAJ~b&R|F3k0_nRm#WL1>_n~SY
zpi?{q>x9`8PIDDid10%;Qr_2Qazm`_-lyj;6*Sdg@8IyW-u5GCjf61c&LaXvW@78s
z^}j7@&_Zx?1b3k`LQ6+|3BXA{vefUOU2hZn;VWR=#|X>!8d{f2-dEt5Wn+F>Mj3IQ
z#3=gHME3M6N6#PR=4!Pr%iC?;EI*N#7#u@<k4FPiuPB_)dsWqJ3uF*Z@hyH>u<#O2
z%Vf0<&kP5#YcA~dDWE?~a-8&DN8Q&zM0EYzI_8p`qo!o=RF%5w6#!@dTM`qN4#wsv
z;3{P;_d(r0K(4ct)8hSRNfbdc*7s4xQ2x6ptkj#%ov$@X=hW$1nX9VNa{Kop^J}`%
zE%yohQcR9!MC7H9o~LJ)F*5_9dYI~BDHE$d1<IQfhv{UvIA%yh_K)G~6*;sjxX;KZ
zy%fawTzqz^$FKTz)rIzCSFG2m2S;va^pU&9+*6wolKMCy{qyqZwf8Eg$k;;}Ls2a~
zCwif+(II^27Y-polzKAF%H9&1wTe-?3)Zi5x!ggKmo?awrqVdhH3p0Swpf43lu{C3
zqbP?B(l+wiy*z~SM+lwd23Etq)m6&swt*UBicx1kKZ(d0Q;LCtL8TeOVGwpwb?Fb@
zl!wzt+Zbbj-9-Vd)uXMb4R`Ppb9?G(*ZRnFde1wBVCO`Fe{S&)^A4%;0Y}l2nPgm5
zT;2yT_+Yj@!_0~WZt^65h(4X5nHKxQ@k{#Jv;_{WtLyoNVkIlzb)$1|N7dFLe8Ss)
z1;SbZu(3QQ7>W<Wqb|^9H9y#iMx&~ZL`Ch1mC-H1AQy7X*^Ul-q$W2aJy2@1sL6DD
z#7Hw9wfv_JaJ!w1#5m125egIDr#8~Mg>Cb#yX)Rx$CEVU%C91^;?~cSl7)6NSTaLq
z`kAn-cTx4{P1>Vewtb=Sg2|EcM1+Ofe+3ieW|I?<<GB#{efmV+#{kwh4q`X_i+f=~
z;dY$9&jv>E{RC=Z!Ma1~?siQ{wnJ$hIZs?5X=5(2-7n^4*tj=a_19Eg0);#`w`0$$
z_U?>30h;%3a3=zcZ|G{pjAzg;1Nh%32-mEX$Ome#f5EsfUh*Jh#J6T&56iq{Eem&5
zQ>oH_4qlA;s>$%=(XmIT2o;;mA5`eGwVt(-i&sP|k4&kX4#)6u6HbUcr%`^mQfV2%
z;`RbT<`>Zyu3w-`Dc)y1^Ne+bR+uRkY&C2H49oU$Dc@o(Tci7TnHs&$vz#@DWGap$
z(%gBM9x6<hdPF=Zq8ge|O4ZJlzBdCi^yKT|cLd5;GRJKiLb(+-2Cz7YZ*UIn23r{A
z(e0^(M5b3{%#rhkuiKx%^9#mqahcMme()|41wv{hj4GTEJy9{&EYr@~ldeQMI-LsL
zPO<-xdaKd2t{we&BCvF88t_1R68sZ8&pWBIcQr!Uaa0$}?)5Zmg!7#2wt=v;o8x*Z
z-^|nT7uHp!c`h9iLcUG7x+uHUPeb?77_qzCd5C_<Ni?yJ$8YY4u-Er-Z=b2=&4uwx
zgI+4;5G-rTanzqp_;>tblpXEPO-gfilUSBfu-7c2k7yr+w^IOGb9nxtdOe8c2`0^5
zocr;c9{BgA-zOeR5LGvG=;^k7U3J_7zmFK}_`_bEWyl77@??0YriH*@>q}qj)D=1-
zZei5PkZMxTS0qKsJ0M#g#BGu2o$1&o2ZZahJzP?(fN3=&>{yX)pX1&$L5Erh+C$Tf
zASM%HTEBlBnk_lcBx$Edw^@+j#tIa$dW+M5pbTmLHT3gNl$_8xZ8m;_c^jbzsxwzF
zoOioGOrrMSZVx38^k-qQDB);B=xZI2p~$=O@C6S$465{7a`3>*iyl943cOs%q0LY2
z*VCu*j)mu($hXF;88n4ECnpuBWwBe-`Z7gKDg=_1&(s0@yq|N;Qn^)SY*<f1zfKnN
zCD0ErPAVn0Qoj^v8oa>Re^8NxE)P6QHMx%btbrVmzI5!&@zX}YjL^76yEV8e*Q}9@
z4(=*X07w?l)OIwt7RE#$YVn9ZWKUxH^D^UE^BZ>L>ctJECLSA;KiOu-8Z9b2t_kJV
zTRTq{H$rR0BJCdurfg}A)63``Dey^LfoYZUz#vUWPhj3;fgZ_#-2X$^TSev3bzR!Q
zEqHKu4esvl8XSVVdvFV`0fM``ySux)I|O(B%JWM1Kl<y@N1W8SxhZz-+H+lVuGM2t
z2Wi$n^q(Jg2XpzDM}KI6%fx*FQBd(TuksC;f~n~0x2w%J<d`;!Wh$m~{n(AX1+9V$
zdh|?PaRp1++*02NN{Ak|$B~41{m<%!RZi+1<zs{&JYUHl2uVa7Y6He^-a)H0R#djs
zFM3E*>PSX89`BgT;S4V0GUcZN+2x+Oey`)g-x~ChLR%ZzA=ay;d@$5HJk4xT0x-z>
z(MB+L{~nX+tj962AHXx%oc4Fh<bIbQ*khDUwm>tTc}DEh45f(MB)k*WNk@&fko}VM
zMEumx1gmtxX|B6~sbt&$(%g95e4%2QaRw<?*OXEZx7R+has#5As*bX~s~ZY>ex}0i
zlv{<(PEZon1qp}W*Mh#zUcynG>eSgo^9#n5JHJw_c7GI0sHWzf<O9Fv(Jct;Wm1yW
z_P(s$L-y4N8A(E3HAkLtBqqH=MgemZE~*w;ij4p3)B)!N8At=>JuqJe&YK#WAKdQG
zPXE}L44mD$#+p!SY_CxCa%%`3|J7C7cmT5_n09aroi)k$sp(?+j{s4JTTKE&G(!9I
z>&1bubkq*{$1MqPmmTbS`7|*WdsLThPM$XeDwe0!a#GCSm4d=(N{uR6ThmPxVA1rA
zpUR&E?l0#dW^sz?9PQIR6yqVw7k{%%rSZtqdjd}+`-#wl5)67t8dWD-vthdCTUs)V
zIewZ^aLf1y)p)72Cr78FmqmLn-kZ$RaQiMzKSja&(C9U70LrWoMMF_QDVWvdOoXep
zPsy}3tEbX8Pk4tv@j}Q$VVcZMWI^p}hvp9|b%(=$*11I6Fr1;D2ls&6;+XvtU9u}}
z+%YX2+_1yW{=7L(38M-FSF6Da1`%-*s+*y~&>(#7)(ZW~@e}mf7xnxd^RRC}0?3{x
zVi7Iaxb4}oGmRt_3Zx+<v<tOo$`|2<m9nK_j%N5eh1rI3lqbwpK3<$n8RKQ+^>9=U
z_4GI)aiEhqhbI{D$bJ^(m8D@ogeOm%#g&Z?Q~d@-jpWHT0-kN#iF3|;lrhyq4Z^4M
z><K-e*GBqtQR3JqJC*iE&&s=C$u-_4@G(x`tD7`l!wrb#7}L|ZUY_@thmX~*5ABkh
zeiGLs`&+M+Lgm)?1+n{#$b{bkev3HU8M*DjP_WT5_aunWo`ZXntlvEIx!l_nz;`B=
zhc<pAWt5DLhUu)A8i;E#feg#?z`3p4kmp3NFjfz1y)`graZUsYS+x5?q#kl;A?B*o
zEZu7t7sHV;94thq`Ml7IrjCOG*=^u1eG0R;wo6^n`-zX3?y*^8aD-$BWF`{E<ef)U
zy*zB~G{sPTR>j?Z2FmTN^LAwDp4^Wj03PTdee%|B{#a^x1Vrd23UOTKwGG=&7)hBF
zn}PVJX}rbabun3zP-}I|`o&<x&7V6Cs@ZT*USeN57RD|_lIv*qoeTe*R_YHeaWo-U
zuv;#ig(DC&Vv3PZCsWZA(C&HU_I8xo4~*PRWc$kQru$3uZ(*D~z!XQ6T?kZOB|Hke
ztazOt8{yi^jLkYIN7@Upc_**|^@P=XH?3lDN3^yb9@CqBkvnUOgC=FY#w6AZauh_J
zf#-_I;CJM>LU@}Ok4Q&{=@(b)S=Sj5<dI5_A8+q-%HOGe_su<Q%+?6S)0LMjZ;Gb7
zz4JSJh~@RYKFh5yhY-}1{;ax}LjC)X@Ne{nl9T8MJ>&aut0vf48Qd7f<2^PCTpNF|
zYH}@AAPpzd?>=be#Q>8xqH5q(2RQ)+t@VC;?h}b6V)&GPP_I%{`z>oOD1C=Iek>Y#
zZoehWX)%T2q4H&{vvlfMg~%@X)tebh#lSczI5K2~U#%zu{9@3o^QIzE5kqK5&(ejQ
zM>0vyL|A7bU}+Dx&q{^-l+EKk12rkbFei|N9d<=64cfDK^lEuYZz1X`@KeZp4LcWZ
z#~+F8F+$kY*o?!A?q)C3X2P7dS}1kFqHh|>GcI~UEwpHAZNG|3j&3kHOb9yUO-JxB
z+yzYM`oFRysc;ti+NJ4j_`q}gqBFc4>qrRD+2qVn5%YuxOLUFkIKJ4$)c%CvLH6oH
zMcmcG*J#$L1e17L09|J~M|QSVS#$9eE}nGWaba|t^fV`Y?-KoT>_6?l^IhPzajrGF
z)<;P>IpkZIob_r8k>Rn#T)wy>Y<t(;&Yyg1oahIJ5=6^NMK1oY;C^EYPK4)TvZ)U@
zjc#4^5(~i+18bC3efF(3%w)KxkfNa^iB=iA+A?n8Ko=|DmZs)r1A;Ot8w5u!vZ5Mu
zH_}D_mLH7$zw@_B%+beKww<%*Ak<L_^ti7IZ`4Be2_gH$vz6)1=RY|GnK<FBI;~y2
zM967xa-u}R4VG)Ar>A4QDP%gJNbohgzdx`tcSCg<;Cf}2UY-dUg@PfknlT60z<ow{
zx(9bJK;qdmnEIVQF@aD@VSpr9zC<RbBO&XAr4`I_QP-2&H!HN=f>o_glED4ZfeXQ@
zBb!J~!PG;fgwa>~OT7(2_{V%5ofE|NP~OAKn?3)fG4#n9P!W%`M{>UM$qxkz0xrDE
zs?^;M`;=(e7xk;$;!?cS2`y$l+WM2o9w$Nv*GeZjqmPCXs5@!dAp$yVu--hm4*MAD
z27V-04U=QKn+SSGIa8Morsu42hlPpAKilgdChxRE(kr+VcVW`2r6=)YWefZAinpuI
zZyS_&aZN|v(6>uOfqex7L^9N@`n*|58ADuru!^B3PHC&!+r`pdiVYsb;7=AE@8P)#
zRg<Ow9gK4*pEVf$$Vj<oyBt9e%OD^&eu^)SAA!3NjcCeoJ3Qb10UF>vK0fMs#l)8n
zykn__4MsfRe0G(DafH%YwvYIkes%rl4zY(udWlqKv5aW!3%<_O{f9Z<b+p$Y4`P`x
zy5rnFE*oYoRc)2I!N3BT%nONeq6%kegoKWRA)~k@_ln8KpV^E1-XVuybkVeAbvj<X
zo{V@Cuw8!U+p#mkz+1b)pdlZHR$W#~=W`OKL)r@vM)*RD`F6T1&<zHon#Hc)FvB?Q
zi_-Z6dZKODBup`zepk*QjrWccJ6xeuPH&TsEAzbS9@}`kFcAsKMBY)3C!5K9rk*Gr
zTN$(Lz9yfTy4SuT&=k2+qsl$X5xM$HpS1quuY{H@coIE5y-{1t^54_X%}l3#zXlsB
z-q%ge0NvHLib%z>WdWi9Op6IJK2Lo;irP0UBQbOl1_Id;e932^HL=$}Nx$1?GQb;n
zg)}K|To9d|PyTVvcuQTiZbJ(6_RLquOwdO&7rqqBq`jU%b%BT(k92phPHKqGIQQQc
z7@;fbnbRiI1x@jQwiIyRE>!n#2~?;IS3tjM3G}4vo=esq86GC@kBNkJ>NGCk*-A3#
z?B1qV%s_3jy~!@kGn3L$KyT2?h!_(YFqG~@;T3I$any=?kXm?(v;GaS<*V|qof!v}
zp-IJmA6BYZT9@2@K^FbsGM3LsNxq>8dZVqtu+flGCcNX5ADOOE-w*UUpIR+KtH>tf
zzVd9WLiYQ3)^q~fTTmUFxj;x~Z~In6*Zni{OdX|t-TD`T+@rGg#M9wQY{IP3rL|W3
zT8)dqObN9#zpBwb*X{L|LJ5k?-%=Zrha5PczSW?@u>l8MggUaS!x0Icv2r9VK~wH>
z*$Cp%n-kQSM7mkmF*`n-ckS>m*mm<08EH~QaKYXjT2q{zclJ;bm*3n4KYXoQY7gMW
zh@%J=VjKAwpIu+VE<lEwk7zqGp>0EbWUy~}IokbTcWnc7Z;n$V-1@;_C7&(F(;yH6
z&M5&qKWs4tywW(g(<iE&xu8UdlNm%$oxpZ>k!ZWA^ZI7VZa1yK0vS6})-iQDx4Tx@
zOOaEI2!|iI-g!MbEsOfI7CV9-rakerHIvz&aG{l6DUJW0$<}V-|L(QoMd4MGVPRC4
zO#xxb(o0TaYx3cdJGT&~d5D^xVI6h;>0xu+Arb7_hd@uw$&T2*Ei!S0wcvzT62_~^
zVv*}egflXd1zkyW{I9qmJX?k-;fNe9LBj0uF;Fk}{WyXj_2Zkr`t0d&XLBTyYk_sF
zs4$lF6?nagoy2Wgg;(b*ukuQ|8PIK&^snvopGAP`ssxAcin??Y9M2F52X8MP4kdN$
zRDUc~HKjQ@gQUP4+a<=wD%uH>$3emr1>`pt)(+|N)yS%I(6WS3eMN$D`6VtD1?+Q>
zcs2^u*+r`U$KNNDSBB(n9EQ~F!ZY)P>F%j3>J;$YYWIdF6r`==>eY#Rau<kWsDH#w
zAZ_{IIHbW1<bxMKlBO2}hev5&GhN2BW<YNQb=HMP_yFJ3LNcqO&mDpQZ)0>|RQXpE
znrg+#JTP(2=DeITVE=!YC{OV#S_u1Ktn@)7`tYFtx~6^razrS2R~x-3<z$Z|^}7-}
z)#pQM8J!VO_KJ8C1u^I<@tTO+P78}tEl(O)pZ^LhPC#FE0s0DL^gk-+dY!(t6!);E
zSFPmtF0E+p+0JJ`JI(w@JGqh4{6Do*KYz0>AK{G>2j~LHzeJtx>DO#0GR}$o@Ip>&
zTvNxP1RJhi;Lpc+$j>w}X=j1;^9;dnutvpm$#(j)x55ERCIaX<vN>gq8ui9|wK=ct
z|K0#5r6jMHd*1NKuU{w^$;O$P^ss}VFPr`7gxA#@yfjVD$mqz~$kj4R=G7HwI<asw
zd`jdS4nA(KVxX?SC=Y*ew^EUbP#PU!Kx34Ex#w}>W0@cf%`j7a2(aZ<H=nJ$o_#^s
z_+<$jQ%xs{is7&|wJcIvYLvcULE7KaK?KZ$#vOtEQcldpM2<h8@7C8ZGBBbVZ2n}5
z9faHIqFCi_sp{aa)KO#*QNPIWJ5wXbcWM~ZFg1=en(-K&V?qr?^Gi0UHE=5U0v%}_
zZZHX`{(nugJDf<DmXl)(7I5e=wTH77LxAHoxx{aI?drW@L!20cx5GMVsf!e08@Ci?
z513ROG2&HwmV$tdvP3()Z-x{JI}<|1;As`-Rg^EUL|FHT(q1vumEB0kQZHkCTdK51
zcjIHE)I@D{bfK^QiA`X``!KX+;YXqQv^H?3RdGwTl|%0GJy(8G#Ig=1DQkA(QUio(
zfvi7GkG%Acfx`Dc!_m(BDjHM^cabeq>kgEh;KR}M?{nEM<+}F~76Y3+Yfq7j#X8n}
zIAY;b<iTUlLUo78r|p39st04sp<2K>xLMjVm?MY$cr>@xK5yNlPhm7WOvX-6s)q8b
zZ`>O%R>Q6feZcS%_bvnzZ?{EXlSawlDDN@sH%p-`UEVl9Q4WR~{4J<RjqLb$=frR8
zZ#a~a(&^H*v)X8T0!q~fNUPOVq81)(aF3jyz+J*hXCguwk+ZY65&iGq4l@bx+Mc%r
z&CHC-{^W^K(+||cR{5i01S0F9w$>>JEOOH~VZ|3og*oXgiK-QD-ibusH_IngjBXK4
zr=&NdXC;%T>#mtDYk-}g9JkA;otD-<WE7gCnfee!+Q5n?k5_hPsTRu&;yEayzGxk0
z9Pa*v{8e&vH+x$6q5OqxUcac)Bfa_`ot7vJV;{;P@11`XPS5|WmBdOMD}jKe+o&e5
z)x%hEk&Xy^f>SOzThb6|1zLmrJIBjq_B^2T!+Lx<WG3gA>x00g$0S43nahL)nPtnT
zFUc^zBMW#n6s+6C_(h|k*z@aeNPNf{^0wbRHPG>^A^mW;Lq@P=g9E;x=2zcY$~(0O
zXr~nF`X(`;m!Bl)*e<_}Vp8pMXa$t~VnPQ_t5#&eV&DJXTUi}SKgLGyz1LM!sue4A
zN@s(@CW}BKx$PfjclU>5&UWWr)K1VGT=I58jkrFB+)G3Kn71deg|T17xnHbspRmv{
zJGSF^%)*xrmD^K_f;JJ?9Pc=bq$}n4=~9>DB^Hid&(w%3^wwA)HGUGRyiK{+ZZcDT
z=tUD0BEBU2WF>GVO8d!p;$Uz}x@^i!qEwfJ`<$bPB92@BI#yjPuRP>1>9-#sA@<v9
zflcqTz|_KfxWVr8JZR&e=-I~#9K%a-^6yCxEBc@PzlHnt{D@S<DF1P{1rrkiG>c_r
z*^9r=G@N=O+0w`!k)#1Xf<$Z(4hh9~zHl8cjzbHv@x@zqvJsRnv@i5EtyW+6U@et2
zf+p-^??+s?v-WHocc3Iv>qsrI<#<rRH=2ZO;`m_2gcse(RxLZ5yYd{QaYNVa)ZMKd
zw9o_)l-K6jIjK(Wt<KB7Cn{q2FGa{6^V&B}&{D0shZ>*zW&Dr1)6M$U5FWV9xvYsg
zFQXV^C`)?jZDdQNpU@l^XtaDxFWwd_l2-+B6NMX9A)wBruC>RY7wa{UV>u(=s@!cR
zMIquxFjg~4KRJW=X*AmC0B9Q7N$y6IdQO8@;iN~-eqI8<5IFCGi>D!-VH4oDqLs^r
zeOss%EL2Tm$hA+MsT(dje-}T<E`^Hqt+jmSzB|Bct57KZK2d36=%>Q$l%t;6KB^b{
z<&>#ZwY__F`oqwxBp|ZNKlj(<M_I>uP+|4^J?1du0u2huITV{kM<1M&fDSGl|J^1R
zxbQ2Q0{I;E8T2-OeMd^8OX*}iR9#joouRR;$ws8K<d4088r&{;aO?2<XR-bm9d=>}
zDTIuxabGVGc|oFv&sH*;eMRAX{^u}8y~1&?m1ynL15;mQvq#MFx~915iSQ0olaAZH
z*ZqLreJ)58R{}hjm-1_f)pJ#EMNg4^edo%aAV_(Sws<6#wZY>^#U&?CNzPt2(>961
z#akq-i>aOzqb&#Y_)lezHN7bG#>qG~=r_mx&!{&hV8j_g>-_C6=N^9Exk8#xaf$G1
znd5qegx*^qf!z~NHxVyA3z1@|U@`b*?K2|yjgWp$vV9k_r-|<~sO*#qM`a9PJ*aOF
z@*(3HtoX_FoaA&*f<W~UTcSL!+Uy3`w3LBXqR8!D8=`1*qusNbbNmZRNOL)g$}$U2
zoTZ>nNAk{?lHEK@ctVRpPt}AU?oIG~E)cgHcts|uIeJF-uxb$vjDRS=d8>OGLH)sJ
z$w4b4{1fW;2`p-kf6=JL6e1T358snk<5OVEV+Gz!)_RD(LV~PfI<|YCo+lm!{HZTr
ziAyCbV+yH4x+~P!7mF4bf%8TNWD>AQql5l7_F=|{=rd;*yKmv;2u94&8P$8@flNcB
z6(*jUgMFPUMGl%Y3Q1AcLD{mUEsoodmq0^$oqN<4wK?s#BWPk*mXvT{%*`bWll)>q
z-!s0mXi$>eMRKQ=Ae!o8Cr~K4GfLW5poUhY7LqjFTF6$4hRvs&8^p}fiz0P&2bki3
z6o+Zw$Q0DJ5TCQbFH-3=_`!6<+q9M1!!1tkpYaMD-#mYlMt=(zfX$}cdx{%IZ;qP;
zDJFRNp<HTmNo9F|vBq-ZQ?L2amL4k;Ra;+#PEBzo{LdTY3x6$Wf6d>0j?H?->2%?%
zqi<Q}x@Jb4tgyg0o+9Z<_f`$qiWHLsC5$ubg!<&R$=##w0I2A6F6W6$@@2Z5(4ctm
z-e>a`3wbZ{o(namHEEOL<V46!ZdVHOpbO`0LvS2=IeH7}G<=RaSQ&MQN@>2EZaxrR
z=i}L;7ly}kpA~ZN%Co24sSt<i8;S%0a>wSUIdh}k$-*T9GFINB<70O!(iAk2Rf*#8
z=V=%>s{z_NZl~L$YY_M`MGV<GM5(?SgmPWrDL{^BIm=wfuH_%(M|5i{16K%ig0Vy@
zm461~Dx*?(Ui9emUx$ji&}A;t?-2i`RtVhqTKL*}Tqy{&;vh^~Ml;o@O}1d}ARahd
zFOdhqY>_FP7@1<9&z}!--2?S^CDcRokG@z3lf(EFhvGNCd<s`!!+)<LTezvcm+Et`
zvjfiv3gMGP@$@yj+&uc+Zz|gQqcf2SNxJ=sy&}cyq{<Fln$X~%A{64{_f<!-d^)$@
zqp{!2iJJ_X%(-`t#tWe|(bhU|t>a5Dz)a^x0wuF9Rpp}mxge!j$1KXFrvnD-dpaTf
zt*_<`L&xCvgKWRCf_@px(l#7Va8uImSmso@&D}!1h#!5c3mc`I?WSqNkGF1dB7<07
zb`#XTEgyy)3WU=Aw$rVKR1B7>h@lWw4<a?MgHg0XXcfo9_~PZH_6^6sLE#eK$rYZh
zYwA2fAHoGytVPF@ZXQxnN+%2bMz0JcpKKGrYr5TYWKVo+Qk&c;nxc*Cnray+UiRZ7
z>1IDAbmka88O6~&9c_M%&d;Ko%YNJ1vo-TCLt7q(kz^?9efU(?<7J@Up$}eW2NZ2(
zy7Wi=Mv|`RnMHFbI5GQn3$6DGHo5CT*u$*svk@8z(inU~ehKNnSHB=ZcUGCcUEDbF
zqmjBAzA2V+1ea&uhWZA+OQ>%S^3D7Ob`CSQ1LN(Pmal4csEd+h=kwt=A8JItZ(oo6
ze=3W*{U~bv+=nvS+W4(8%jY61cKMg;N^^`T_)nUd2tbj1B{seP4wO;;4e*YZ{%-(}
zHEysN=(|$w#w`<=z2l3st?fp<{H9dP>;43KN{e?o`zPHhYra#mJPM&tC?Y1{%xQhk
zJ?ZGn21Cxf7LzV?xKzrKGzovPDCy~K>Z1;nRcb`5)#NMU7G^upXkP)L#b>Jm%KZ|o
z0>7<tL^o2z=7dgeR>T^c-Uic#(*gcxpbE~3z@6_>*Rl|7`5%K;M9W(}RiF$0HcuSb
zOUPFmic||T{@;X5b#}Hj=1@><&j*$L6i|j_;St}#k>`i&cf!-~I?D`Lk|;puul02{
z?Iz`ELzMhNl5>ob6s@N4n^uk@wLE12!HT!|SFrk+dInxh_fL?S6uoo9@KcDVduL=D
z8M?n`t9E}ZxZUFKl*&lwM#IPiwHx)Vq-F*UmI(;lXwMAK;gI)KggQJHGq<BXO0&l)
z8snPM2z>Sb$@x#!O5~ra6>z&HTfd4X$yq;;ZU;5{mL>voTg+8qMdQ$HB~SPNWd6{h
z7#I_8A^rZ7e0YCGo$WKdCYN;F;10JwY;R>qepZ26TgK<=?`@DeMGit0OBdMXB~vL|
zUgtY=y(rYbUa<d>toob@irfY#Ra(tL+7U?7(<S<oiTskL&sZ!ei$|899`#e^zH4}n
z7ICTqt$|@(ws7hhHRSjtDIl;waZO1Qq`brAXMV2$?25Dty*C4ZavG1)twWC(2cQ*+
z;1(I`VV^X#nbS@sE3cba|Dz+ZaVX)iq8v4{EK1^ct->TV@_-m4gY$3x;`V(7^e%^V
zT)!QnF8tvg<4ULI5<r!nK-#B`LIGNyb5}d4So(=@Sb7^e0ruYl_bVC+RWM4FBclL~
z82Z0|1Tz=X^$SFs0+(@tp2gBSk5?A-{3VDjaJYxpf`G`H;9x$98$^uyB%ZZ{B(SJ%
zAEYiY3_wJ*Pt^*f|7DVCEeVKQe^H+?c!}1c`ud9H(?!y{YLw%$0nPlFePWKHi+!-;
zem)(XxR0L8qun^JpMw~nPxrNLMA3lDN9`*p!AA<UZ6^049LaL%Iz~e>wb&wp2)Nly
z?M3KTB58=6s2Gvum21OuMGC!<u;Z1}(nLq&e_`X`=Tq~@AJ0?FJydo{&`8m?$!X^x
zfm3&!j;hh@?8Y-YiJ{4=_R%OaN1!a5tCcVbW-}PRauy#jtNrlQz$tMG+|@p5R8Ptd
z9`9se@rZJiv=d{`Q7OPCPEpt2?6Iq`JJ~rn2+s6o<BhQa4_e&WW?ws8<8F9Nd|3l#
zu_YoLx%GOv6xn%n8>B7n5J6tIeE#SSu^lkQBGu&KWG-!wwDlK_^`}2kqHBBE`0;C^
zX_Efi%6E%`*OXN~_J|80)#+q^{J}n$nw}D#py}mwA}Whrr;Fk1|2^RSx(y3xpq`=Y
z0KP<`;h@?-b+yIv^v=&4wI+?sx<}3tVIhLLiF5kJ)@ZvWV%Md&pT`->Bk0s|ddxf<
zRco$$9;Csvn0M3utyrva{*1AB=^h;{Cu}$_b&IFHwCth_NtLeLmyWFIVbwOQYSaiP
z0427f?V?XfBJZN>)B{*Z#~V#c(t9{+w@U{f2~>x`=u%oynKMp$`oY0%apb9IlFDhK
z)gS-5O*tx*K<5l|5uF%+ClYYE2^<u(D$ebVib6lR?iZ7@<Tdt_8WOqOfHY87S#DOJ
z7{4|;u-*zCg&M(}{`i~GmsP#5{yfSB|3Z24Cdd6hiz+MQ+D&s=h5f&%tKHR+iS%46
zhTTo??@iesUe|nhw=GRNG{0I%A_0_GGT{sT<!Dpw5f?y9gxMW#ws1AxVjpHhVV;+r
zlYp{gMoF*T^7**W?It?${Krl#x5FF6K#uZd`nyd$!FqlIPJ^axpl8(m3KVPVy2R+X
z_a2DBWwJ~`Ht6c;$yJ!RLp*4g(uwO4k!LGZE^(NEr^c?ifkO~a;*WZ*+c@J=<UwSD
z%BxLAP|!(-emP)Og}GwsSgtNw((*XraM8bQ5IpP~pbsu<`i`&MSdItUh%{%rl4v}f
zACb`BejUr8No&bk=HufNn}eV#u)|Gdr5y7dkEhY<nJk9~5@PE^l}F}*lUzQB!-J;q
zLz6km+>z#@p=(9s-A9_sw|4IpG<5;<eE0a*$DM>XAKqLsTZu`oKximay;2Y(vJaU?
z4n#mUS$fdcC*wsJF6X2cMv&1QX*Qo%oA29Wch+Lca_k15ycC*{eC5aG<_F@=B|<|e
z%CirLl8IAEctSzIL1h}_L3AnAAHRE_mzfMXel$P1`j-{uikuE%Z<AQu9#R^0v=+M<
zLBS(Hqttn9Kim;rn<PECqH(cUk4{x^+rXl3)J=7lLmIdw>Jj_{DgDLjjwlU97_x23
zy}kWI<O;RtTlcv(56${>4IMjme^AqZb+S6NHGO~n>c9y>25E&I-MQ!*RVcNAbpTG5
z0!4A$RtaF{zRLX3CC28-CUbt_g2iXwwY-?k4z!Xtu@Id&4VbX45D4G_G8Zg}pz|}?
zLp@jv)Y~kUKDhpk2sQt-xZ%07HWvtPTtdyq#Kfkm=_lhp6ncYbCUtx4UgJ|~0vX(w
zCtYfB@2W_V@gbj{flS3X#rbk2Y<>@GRau8!>7Z@zHAsK@cFiQ*vhXG(rK9<N^iIqT
zv?>Ip&P-(}RD9#4$f%P3i?fDF9&~)-oLxuej7JT3S&xgONr+jWze3_33T=NK%5Zdn
z_evTIbvjvkoV%S1yn?Q|>k$GTE^o9VX*rjP#IIVIo`Sek1su33Y+XKsw_WXyZ>|$p
zn#>l0nFvV@@w1~o6CCXpeX-_m`5I2gif(}znN1(W+}vkd^2t161t$6Z5Wc?w7|BV`
zZUJy@3Y(i*BhyE#v*=Q(bh@r=eiItk{gOT?3PFB^K+9qr^w&L6kDf%LNUgG~-a4nr
zWY^TF^>-fDH_0vh&kIMZSgKjt(_fE{!*7@HP*dCHZ9NO<3>_~AKGJ3OdMA<PNs<LJ
z*f8hb5*WbN`HRg72KCi$>?X;I#tcQdR(u||);emnyX+EN?}s*y?6|)sEttluCu^d;
z9Nv=m2q(1Use+xb1h25wOJWS3<ia?9v>+OAaH&EE6V2Fp><!47DGai{8ru;6w)yZ3
zgNic{Qby#@yE)B(ThHu^@7H$AS$L%AsfeO8dzq$<-ixpjfKpA)?wo^}s;`wFmDO3!
zCn}n|8+33MbMak2gb!}@eH6`DopN78IJO%|873(JD!wzfN*aYlmuFqCv2>D1nlA_Z
z=;?%spJ?!yYDj3op)Tn2cY=QnH~%<73}Iy^68Nm;umzI$*~jm+e^+{y4PV|$#zRHl
zGk?Aa-2Tl`wls_?*iJZ*|4tl|=JP@yOo$baY)jpsJzc-nndxHZ1_s#iEjqh^ol4jV
z=fuJeZM|taw&9>UNhgNvb0orCBw-PC)8CF>uyYW1pAivF=OFBrk;r{kjkN(g?u+vh
zSN7rwk<Ovls<+rA!XtO*;$dls%gbA#t|9jii>ry)e|W6Mrx{~k=dRuD2*Xma;Pr}A
zPzgO9AJUuRneo8GBv*n<biuF%V?z31t9@rrB$yNYP;S#%uTVW*P3W`xBg2TXy-$%(
z{pWnSu-#gn0r6?N9#3;R_Y;8>DRv2N)WJY#(D!d>&}inxi!EfY{c})*qk}yf4%R#+
zqtAWH4a3oxoT+KZe0<Sh@?%&lx1!p^bum=R6{WJVUyFdj&aNfYyGUzNF5&UkPJ0zE
z_RH;KTgL1`FBocRB<_4xGl2!D=3Qkp*d5$HvGed~tJQ<ExIuZC07d*)`z2To_LT^b
z!j@cB#U``f%O<&?uCo13PdzV{Paye1uaz*s8Hc4==^loQHJR;VCF`;?+Y6e9G@;K$
zdr#1cmmQ=-+u~Dj{qUd7hrxo#QGK1PR)`sur+!s8Bv9Lzv9r7Lt01~Cs|$Vhz^W-`
zbM?$543{6hOQN6=T=k<Oz0O<)Vhwwr?Q?2!iGlVyIVB=PxA*lXrue82FST7?kKU5m
zBX+IMWfNCw1$2zc55?or!qTL*#3e#HL0`~=Z)k*crYu_Y7M)z_AV~ShJx-7C1ux((
z)3lw>w{~VNebQde5B**+);Jn=p0mk-aYn0L&!>4D!_1}1hBAe7#xF<YcqSa~>3mUO
z(u&>4l6}0_6X0SxX2_TY>|MRS!b5OTf<@9=)9?s|T-kK~7&`Kz*IfctB0WWLY{WIo
z`=d?D3}-Qcc1^CgDinj&sel}7OwW3H*3jDF%<hNt$tUZX{`0{?@HE(Am;tpgZQAGC
zBH**`hd8UUG(*y&%p@GqMmJq(eU(+d*0OkdOT<7)<?L578C<5z*EE_f9@;wSqSd~B
z!EbF1Eg8R}nz3<8Y~`6nqCNoTs$w$8=zjo1PoVcfsG8V!LsCcl^rxN|Vf4l8n!Lfd
zC!NfkAUZ`9I5V1%ja&=41V2x&m+I>BO{)GOKAimAU$ZsQs;PO#8d4dGp{NAac8QLb
zDTjIm-8F-`Ypk?K6*DZy8>YKiKV34r_=gnXO?Zt#x%%9gwG14&SDZ-}IW-GClZt89
zUEa+q$RrT&^%qx6e&h~^^faZx>-|J*&1C;D3HtR`V&GyrfQPig%jYtJRAHFHF`{m{
z<uK=nXPnW2=2bVP!a7y-uHz}J1+9))gxrI75wL_W4%M>kb`N##o8A)*$GQ&h#)nOn
zzez)n5-?}CAH=>)AVp+5$UHb0;*m!a(JL6CxI(R4J3nlx@LbweGa-WI(gji<c@Yvj
zPa9{U4ydq@X(hdGk+SLt>8!*e1iFy|n<qIB6}^_1)v>x$H#A@7fbcoNFxq0&at;p0
zldw(CTB6bD2(>}xaBbFG>N@ClE@3M|3hWn^qK`S@2gQ%8SsEBPB^WrdN>=U&b}uIp
zejVqa!^2dx4NT=K0bwkJ(n$bWA0J3soe8Q+PB+86ELan_Hq8!oi9F%_pf4KMw}R~<
zs;7Z*_M@i7jE$v<e@q8#6vWt`<}XLfbl(_89$xqM(^pxH-)(ZjXl>iq18g4qsQ76~
zy6`1OzZ=`5{f#xkzXv`U{*GH`jmEk(wEj{M^`^t1KEjn;KHw%N%<m}wt%{HwmbiSg
zhEk1*9riTNPP#|il>O-}j{2cw{UiCb0CZIg9Wyaou2=lJrv_0#UBb3N*&p`cGRj->
zo_zXUL=!8j_Ddwnz;W>XTTg3Zb_OJXK^oAtggwcn(=KHQ*MBk;O+Up3{cW3aqJRMu
z{rEP7ZW`aNSXciwF|9#%aq-U~zxU$|rR^5baR5{oIbu<ZBCOR#E4rFO-b+`vCz98R
z|Eo#36MOO8sXqjVn~oCWqf{H++m^H6B@dOG%uQo9)?l5rdW?TY=c@WGd~TXFcj1)u
z(gICKN;=LdM=m=`XU1`zxsvU4b$pVz%a3Ev7a9b;S^p}kAW952{Hn&Q6xSmG<*LHQ
zn=NxESH|n-!5Cv3_n4)a2S{0*6=S6JQ=!v%DntR>;GE6pCNS*Nz<p+eRQOQnR2ME<
z@=DD^a@|kW-5dCQ)x_lMs6z~jYj%E+XLJKOUA0~3pSeu!Fw?P}<koD#?#U#SkP=&B
z%O78>AVKaWG)c5inAj2Nkk5fF&4&H1Rn5WBx`id{IBU}h3Zho^b2_)FlVNie#AuZo
zryWj>-!Hz1tc5eO+%W4(1693qW^21s58ma`X?G1p=}t6T*!$s4<xqUgnasMcTfE|b
zwT2Fp@EpPG{?U%UrO~82XNJq0h{$Pl8!g7Y&F@RCWZq7txqc=Dx!#UGwspcq_oR=s
z<7S7x1(^2bW0=%ztq|ARG+u775O3}#%9Qwu3Ca!ch_tiMx$-F0Gk=5_rDie@w4Y}e
zj_I@2G1vyfgxlzLyCMoQX{m2XzA6~2nC4(wGZr<_k+9ZhEy4#%VZxnSs?~fXW{*nB
zv%YsI42P9IH!qWDD9X-n=c5J1wKHZ{iXn6;n?A)mxe=+i#N<sT7cy5VVwP(@52?6$
zYVgt+lIlDLCb6;t-n{^&SfiuDnY@9BGu%UB12a;Y4o{6KienjI<NvF8Q#&q?uDndq
zy-!y|`;qOj7y6+i)%RHNTbqq)GznOHH_3(72D^&o9?0hj+@)hX1s~9gzgCKg{w)B6
zl?ZSqX#sBCiL06&4q(;?Q>0zm=oj4rU`$hJk#sP%B<e?CkR&fx4F@qjOXbzWN$vbM
zxZXiV%y;8m7=sh{yz9RoGopU?eZC2>^nN4!B}5+ONabr51RGV0M)=Dgy0;lc5hK?G
zr%m3-DKgUmoEissm6lnd(VKVyJUkpmIkeV3P5N`TDl9-~yH&mu{iF8D27GC@pxcCi
zlhid@iL!=TKJe+Z)pdEPyH+siGpz&mbiA}*&A<PxF%0~>#?VEg@jurX0N*pN?tQ2^
zhs`40`|#a0$nT^c<SKl>lZ89g#(Pa$n0%UHdpaGSadV)#v2cOYEY@GEbQAp>3-f8d
zBJ>*fZIyNEQ59T%IK|=sG9}U9dPjD~NL)McopLVV{#(lcc=Fk5<E4g`)&JlvK38V`
zFCJ%A$Rv)A3=37XfLDeW33JH_h2yk4vie^AC6Uy2+G03=6#4I<c+Pj-VPQt<3f19U
z5|T`+h)5nfawfG5Be`tqP#$ct$#BZgkq68*_bIbuv*BUBVnl=O3PqnU2nU;s7|^NZ
zL%>M>R=dKq6d`;ajg0c9t48er`!fXp+|SI<9IhAI4h}UCEcdiF+2cb7*@I{6!bt>f
zZW{;Pznekmgmsb{7)MG&;WE~9GafZMHTCdX?$V&mzPnCbkdZGu+MPCwOZ@)Oc!S75
z)VTkL;;irwR6??(yebGk!;dRhE>tcqdEa5hPLHU&Sa9r4d7&&4FdiliTl~OGD3X*8
zUFv)}n*9>6Ax5uy_3_#Up?6sP3kBFNqFScf_p*zS)~>&iVK>VhxX4!hD4G&khPRcN
zO?}rVAX{?jFah{!uLz@hy7yrZJieIq_p9j4g@O4F>Gz!UA5#;ItX%Zrv$M_%8$W`0
zOdvozEMKa)gCx#%Eh+Q1H|}Y@Zk8DeLU)0Is6ju~?Dd}rkq^1vqNW*zrbhqbZHU!c
zwe1dxXvbcAB23CVsNTOu<7ejCRCe1Aua|}n*?|vNTC3QUjB%mSKT&_3#_&vL-;-P{
zt~?GQ*bPxsC1We#T8B<<TQiD6Z*|E_@8*|1Cui%zYCEG7=dGgqq!IqXk~M<mKO{#X
zQFSi!sKB^8|2)S+<$)pIJi;IF>c5fo)x$g;&!8xOp>`-~10NoZ(<1rBh=FmF(mFOv
z^LGuVIeN+s3&(y^;O7D%(f)BImZIjoY}`_|!GOuh;#Ph{Zpn0`mL_)dielB;xQkY-
zIj$UM>Dr|n^Rzk0KH)<QPK0#UB7C1muKha6&+qSEdT|kQ1q0J=aQ^FL?~f3&M67r)
zoVbcp(_5F=U#4eL<aH6yJfp2%GrQ_(NZ_Q=7~j7E6#6Lh7T_o^FZ{6LHOkdGc9X~>
z#V-vyFrsSj7^KMH>P(q@7p&xyv&mfs6V%`#IjhlNgB|k==n}e;wfG(0&uhO}v%w{_
zR4Hr!0;NP;0cHPbTbHqJo`deqZ#OxAs83b%aHlN#4|%?diK*xq2zj>`;kfHY_Qn0#
zq*lG1Di+wAmw*0S$eSs2f^lE44<`W2a%w^{Jw*P!KuuQT)EEZn0)p5eEz!i3b*~lE
zxBcbnb2M1)ZEeHTPWI2v>h?E`-hsQ)AYwCng$miGz_zAecBtcT6`aG`yS)I9-lAJ|
zvN5=PNT`$kDQtSC+Ne8jfr8b`2^zaSSQ_}rleCd{L+x52FA<qvcNXINVOD6$Tvil-
zWzC0)7$(jaQCO~viZGvU2D7t~?Um~PxXRP&UJABe0Ni@2i-#I1{9gBdl5cf4)8nnx
z<srs&dy3PVz@25Odu3F~El&cvtNx{X^TUN$J5rn7B`RoFy;zku>Su&}+$J1M<RU$e
zeOh>6iLt@{ZkKSOt<rCXXe>-@nGlsx>_=5cXo>Tu+nff1@td4Dqp&;z>)0N^`lNt?
zl<a)E0Q9iKG1y_L%oj@U|F;+Xn(<Iw`aDKQDHsoMxoM2G)oXcG@FLCD!<K<4CW6}Z
zHnDTXh~+*MS`v4ZzWmu1xU@ZC>HTpNCJe;7K7u0pnAK|EI!0X$zsEC3pUee2-A!KN
z57yl-m7D#dJ}(&kCgX59kWb2Y-A%d(($|~G;fHa4*T2+##5?LaZ|qU2=PDoxfMm0Q
z>-ftRdPX>5jbeir#Y3FX(AC2Gl=e{qs&}oyp_MWN#FQnZ_sd^`z_A{H$z+J47U<jO
z^&P~wIBD!DOB-zgu3P5aBHmk5AIKXt@$J+02koT1)$DT_6&;8sOctr#qw6buFX50#
zy1a*z%olK4yUh$^37ZgD`8Ucm$abkSx1F;H$_ABaUMKIB1U6}QmEce*x^T5LUZ5X(
zOyG4TjulZZqr<i@VK*Xz1cS{+RRxmgSh**gEk9|pV>e1c?zTO5JXipul|oXx=fgl>
zU-HfYL!+ucb!xD<!`Grw4COR{aZ1%9oy>4$3Q5zO?;-n~JEyUffqm*5aj2`>k*9Rk
zdQpkgPRoJCitD}i^<3-d0N^+S?4T_U{X<8!vHq^HY35eTWEeeGJowwuQX+@rmXJAM
z5b4X!QSEwrx$ymsu=gz-#<uVmU-f%wBzf&r?{!bR&tcD>O?GR|)-#IFyb3wqPT;ZJ
z*yH{6dNVe%sVJwOb7<HACmxCrT;am^5d|uwdleL|QutvDl;yZId<>VD&pwfz99u-$
z;UXWYt(mkD7CCBOvsD3+@*ozh)uSG4F&<8lMniFyz4nJ-yoL8?oNf~c4dvnWixL@`
zngO4Frw$qEMvF2@7KpO)@p#iCyOT_;N~hQ1np$4b`bVfayCm&uwu%yl>5VV<k_P~1
z9(^-n3!}*;D)u%y4a=iNon)^0$E&M$@RZPPAkr{eAe(Bl-eL?IkX-eDdXK5cB`7kS
zLNoI$Rl5%-)<Y%zGGDW`*My~i`pFzPgzNvrqfI~gapB;G+G5<oiV=F%_`38Ok1Wi8
zVI!QT<9aV=Gw1bfv}OHR6VU~sY9ezQk;>T~d-?H(>Rvn=zi<0rq*wtXR33%PzN+oT
zwDJ9=uow4(XKTAg>8uRgb?PMkeM#c8I{yin$^3t5@DMJ0uEo=4*k4%+xQ>DKYb`Am
z_j;k)nJX^O>wzEIuI1uAITII9-SqULT0Qs)i*03GC~Rt^yKz}gaaQP<#BuKe%#F&L
z=ha|)^OSw8>OSRQhbo9LOVt`@Id55eXEa|Nfci${qTJNRgzn;7Dfa4>N&6q+(E?K1
zeQy$fthsM{v%(J{^vGBoJn8t#$nQU^O4`Q?V(>(}>w4eMiKnf@K`^AzP&s$wh?!2L
zRlf#Lr(l(5($vanyIY-}Y+4Th<DL3j-(rNoDzF90LsQ=6c-zGOP{O2cd@-ucVJPMV
z;O--D)laZ(0Pa?)HV_;Pow3CncaEr+gpkKY()4(WeX}Z=AI)HLBsmenh|vFt$(|*1
z8?NFdXA*@QF<>_!)xC|OGt3v!)2?-(s0f=A#ba)?f0L}(yYXn`N%U_~2>A$zHwvjL
zn+J6ZDRS7c=nXy((s}Zay_IXXum_G3FqqoF#=M}&t>Kv1#uB0`!Er$u5(4+IPLP&S
zTDQ^{^ZV<G;sUa_!Q}J$;V@<KFI$35@Ht)%E=Eaw%V$tl^tgeA%D0<})0ni4rsfC7
z$jva9i1ylh^x_h2Oz4>LoVX}xDyQ7L3t#b{P@YTrhB%uATIdBR2aH%ty5U5<Aji&t
z@zSrRm={&udi>s~XrB6B#vS9ONv2&3I4ve?5ito(yJ)6jiY6Y;QxJaDDY#7D{=xRz
zj1G9dOJdu&xULEj_MGJ$<{s_h4|SlkW_53Myi$TY!vlF=S#oi?Wk@aUSYq{cZNHg?
zZ4IGqXks5zUV!*2C*7@L(zZCExqMiBXOH~&>~Y38IWIEJA*U6k4VH-Fx}4E0HPnGI
zB9GGN#dPL8B){S_aZjyZ6VXr3q#LtRDp!FAZ_UBwtpNrnHulNP`e{=g3WO~I@!>TO
zIGdffw7K%tqkiLaH<#cL$o4s<#QxyktjwktH{?gFmux|n9t-j*ziVAKHz|kJ6>NY%
z>sgQ#sWI`qk3+V!RV>w9-w&d)2qD`c7YiO}k2jM3#QQip{W(!7%Itfi+%atq@Zzl>
zv|)H#%fR{~8vey>Qq%pNUGksUX6I<sHjs!5|20ILzH%Yi^EVO+Hz&*|X?h*{Rfd{`
zB(n2PMgKmIqJZ*?<ZZh-bIXOt*yQG?TvZM9V1#n1{4R2R@3s{{SU5~=Ly{r(o0Y2N
z`|j7WD~rHuq5-1pM6p_|b7AVJik$3C6Wg+qwWKM66?#fOUs6zvE~=Jw3Qbb%Q6=RM
zh7{+7XwMY(wo&t%6Rin{y1_}!Rgz2WANnx}?Rv;|b=lyv;n?9LY2ixEbvG|5f8eAb
zos);MUk=!ci?n*}=?L~XCje@RRzP<{QQwF=0%f5KE8d0u9}pS|pAhtUu$fkYb$-~M
ztv`=e3G=TmNr14?rV!7H_{*-aj(z6m)Bu<6m-qitSH}}2KHt9v;KYAtKr8oK^<30B
zCyYbNRhS1g!o-&Qu_hu~_WlHrbRidUfL}?dX>X$`H~?u;2m#tJfE4;)Uo0fa>pOPT
zYQ1zM;#Y#0zh>pr|9t9QqC!g??%_=TY#LisEvJzbd-^s2kHcSP<e6)Av4gtWg%MX9
zB!8f&w75A~<NBcx14<F)q?mU3uMhg90}z`3CeB#JqkdpeS9t3}ehxY_JR~>yia)P1
zaE_Sfyo^`DPnV?sfv-a>RJ6RRzf)44i3j(DhEasPK42qM(B#D>uhA<-GD^Q71CD~2
z-Agp?gd)C{&!TNg@z!M|XvG%sD(wk$!gvIg3^%xYc?Bj%5Ro6X_t<({hiZhr-jc;K
ztp0eRfByUtOGg`AhUEw+SIYXEF@(&?b^?6jfJ@+2g~c0sYo|Z__iwT2Vh~(U^u{TZ
zy{ak0`-|*RL>?a7o2{|6Pf6Jo(yN#fwW$A;D}+^=-MR8l{X2F-Q1vVuP91R3rt`&@
zBQ2;3MvYP@c=C=x5Z)}Ew94m>kBYBb+RM_tG;L0THzE%*kc=njPT$o!&+BGRR^@62
zW_RwcNt5K-izEXUPC=0(;h#ru3ceAmejC!0+z=vt+E+&b)FR*wZeQviNi-g*l)d;?
zsK!rGZdUFNfUef|Cq#?+)z?fV-j=$M8}4wuS-kTjQx*lGgN;AGb^;W9_Ke*V1&{w1
z_%$EkuHfGWQ9Opvs9z++;0GeWxC9{tSZ9kn5KGQjgNg7MsGGl$Vk<f;-Q95ydyv0|
z1^#2KfDkRVV*LNdGLv!$BQL)#5wr59LcHRB0_E;kEw=O4##t-4$5>Qtz78)nvVCX*
zC-_O%>vI?l#M9QqL$Z_u!iF^ET9I={hSi{&Cj?!qcTHexpscX{9sz2pf|gD9p&OY^
z<aX*R>+M9*?rL*(J9#p4f<W3vNq@OgaETrLkkxZmNk<WKf0LB-_ORRUO}m}~J!%=r
zkmNp(1gw*^RmU*AGV{4wfom}I^v?H3TfLQV5#pQeA`jaK-BbA0R!_Uovw9N{*krSb
z48}`;tD#!wVFUb+x0es=D<8UlIPfjUGhe^(_OlkwvL{<aqp*y<v1&W=1?P$-!JL%~
z$yfH5Sg62u!|OxrvUa6(9$iXM0RFCJb@nJTG!lC$x-y}K@mU8Tj7UqYap%hR8mwXg
zZeR@9;yciP+`zmMO2dF<>;EE^k_i@-F%%H&5UXt$i{B<5X=<EP7%*;eyd8RYkL(=;
zTOoUOraZe&{U@*n-#s<8iCsmq=&**aCjw2IThfk{k3NX1o*amerhr7`fhVtD&xiB7
zK~GoX^o=h)gcbJXmjpMjLpQ<rvvdO^-3ToE%f?L+sq%?go9}V|MW!VAiyk{U*-+!*
zkK+Liby<nRRyi}y0Okeg?rg<p`?30MxRpjL%&*`3!g9-!W-WI<Xg&dJ6>#yEFLkGQ
z=-Fq0!I8@Gck{)H!l$gerAY9AkK#UyOJuM$ou9H!9LwU#q;h^Xr&7o5@b)>Os_q*@
z;;_DlO_W!T`ybPpqMIaW`sZk@S3YV)F}0RQt#6G%zH|cvg$0G=f#Q9>cDmmdGRB=8
zP$zSug-m<w8(^n%pn)(JVB!S<42+xqHt}|Pdwu^-91tLu_P=E`f!DEHNg>^Dd3hAj
zE0<_81a7bk(b>|7n5wq9R?y&G)5Z2na{kQ7H!4No#gB)r%ZCeuhzs|d<q_l_AHE=d
z;E_mB+%VOhu4Zbh>`_;8`w7wVJCO-~Yv${0`@r@=!nvD<u;x$Mk4=kBPr?a0qmc`2
zpEE|<?;)NWp@ZK%WBPbDY{mwC79LB*;%a`_0wOsKR4;}S@pPvF$C!I~BonzW9FUeh
zYn>O&9~DA{%0U88m+Wwx9C`GCAM`XpMCcIxT<uKXYd<d$*X2rG<KeYGchp7CwdQX0
z#|g+TMTXe6zDor?vFS%%K^55_mBI$=bvrN_bsv2l=O_K^)*Lu(dVIZ=g}LsbmD0)X
z4=q1mxk%HG(%8*ecc=sIzPC7W?bfjn@=l}ZQVJ4LC=6gb{Z{^^+6eI4(g?C3(fIw%
zzyhY20u@U5Psnn(2MtmR#<N!v6%fu(-@}-tyH#gtNk!##kj7;rc|Gk`EBT#-)ISYE
z6y)di+Da$-EeTQq9#uSb$N+{hbCu41*v^C(D>Z4{OSVGW)<|ovOPQY0Lb@y#WTMt>
zeQ`P_Vrb+Ng**axcT7I66_n_(=Lv*_jy{9Z+S(hjRK}yS3o}(ra_C-0o^Km6q6vrH
zIulxWRhfP*#!)gJotp#?H@d<4__8`;q0yCikEq0>j2gk2g9@nprJsPC*?2l!@g3^)
zRJItpe(yiAOC%`6bw8^`@LI=eXdTF(jP?^#!ocWjI407XtLKTpu2nu}PcQBt*>KuP
zEKrt}MSdT(kRaKmN%a{7vXsUX`Q;>iPl}q9iLX<fpU;+Kt5OzI(to54*f&5<6Ayi>
z`@2vD;zAR<GH6(x?VX%H!@(IcV2UnG+I*ECE+8VL#h=SRY+I*=P|v@9!V%q~_*fjY
zYb@Cz$t(<8KLaS;5hB3nVPf4{2hZzXAxLWENXNbb;a8(w<28*YOY#pc=oj##sjH)<
zwE<r7?+^6LLNPe3+vx|n;y<_)zMaNK5f&ll63A!)-0fC^J1U*e`}OhP=uPb;P7Pir
z1STaZk<a^h0JX4v;j@KAF`NdTS?hD~!*?#B*k6AZQ~nM3+;ljcV>N|D`!yC#aZI%S
zuFCviaWhFip9%Ym*}x{{Kqw-G&WleT0q*SybphK|qG4@Gh}8v>>|T<m0t9Kw(K*#T
zEho2k=eak_2$q#98G~?w0!h`)uDg7xq65j^gQ3&XwD{{V*LT<Lv1x9<FBWo3I3|Jw
zG!sVu?ylNj2=8iu1R#)OxeAW0tgPH;k60Kpd(-~yyfb2`rT$^V?Bd@-yKx=@qySYB
z37(?+zguYtPU2p0CUrdSwr}wtO_C@NL%tV<YcVXK?qn<bv$5b?(B~ZnW~_de5`Oz@
z8^G6wIJOFbQOguGS%Sk`!Vf5|%S?JckBwEtn1g~7>pP@5BPL8G`m-{ff1YdFs$VF@
z=R7RC)M$h1HR^lNe=i~9kZE*$U6XUrP)2VPJS;1K8&q*a#{D%r?E-g!?>?9ySQ$fK
zX&dVFc>w$~ol8{*n$k&J5*F+ZqdSJiTj(tjzpPwC(-Bj{XY)0uGnYrm*&KQS{m?~J
zXdbwg&gHL2FEl^3#K;|6CE0A!H<siVoI1Ks9grZTZ50kN8ehJBN?+frl`dH;b@|A>
z#mCU_L_Q3;gBHom2!VRd0QKCM8%*>Tr6B36zY~MX4jAEJ$Srnyir%&2Z3vRm{F`yj
zK0>4X|JZxW@Hn<*OHhm!GfNg(ELkjznc0%X%*;%-#VlFOY%w!4Gc&8i%-AL0bMAZn
z`u23s%s2C6=KiYsGIv#FWX0YYu_D&m@|GSz*tvHFE*j-?-Skq=rz-ApUQpl$8eaV$
z0M(o0wc=TzKz~iL%XJV{4clg~UvBuxE|h>|&aZUt@}L(JM5>Cxb(GRX>s8B3@KdwO
zjIG~GH04>Xh~HJ5h#voE*$jcW3renjd8i>I-1QGsl3oO?3W6fg@}EFD1BbT79&O8n
zA7{zF6Uwb3mlk=-SK*~tJa`j$j8~m%+?o0x#jdPhb6IqSE<rdnh_B}Q2{Mz63!Jun
zXyD#Kcwok}(D^uob~r`99-7^<jfg5WB6``zC!N-|5!NGMAvZaSwoo`gdmC^bKrpD}
zl4+CMAedDygm`Nad^YFz`<XK?sCClsy+O4&0q|BTOx!<RMg)om?LkSv;8w}N*}}Yu
z=_Vk}%`xUqCJAW&6G#CiZI>L3a_LnBYaGp+DPiAJ3f9TkoS;a`F9zh$ygY#n)=A#(
z5&0?J?NTwdjyaqMhaVo-96Q~sv(HhXmqB9FqNA-OlJ|Y3^*%yk^(qa6z1zaIlDUvY
zhB0kqq6=hD-s9PGQhPp+Y*8LWNv)uoe`^_=XsKeJnF0g>`EzJ|)o`GfY5dc2Q-!k)
zSOLEs&f>qiVoJaOb!uwg*P*Tn@dltciGSg6m(G$%U;Ddm4os`0Cv^$-)~s0zi*m4r
zLTj=1-@-E1|KvUXvlEq9{tr))_%EKKg=HqKA;*}JUs0iKL^TzKQ8ciLvTG)f)^?kV
z6U^uxX&n}SE6%TbFT0!r6>a{Z9FwG!a0#0FUeO8TcRG3mwzJZ$zf?63+0lQo%uD7R
zQ)C&UAF~B+w;E1_4;sPWOX4e5wFOu18}puqfaquacZxThEyrlnwku^?&#_0l;Gf@V
zo;-ikJl9YqRb#d_n_QEp`|Q{Pr4RC%-@9t<bRNx&=cICw8(jAFmf0rtuq3hM%EC$I
z1>buw1$pAgJ>GSAR<Zth187K{7VB-+s}~mjRl-xCQjJwANl1W0s%i>PHz^4!qdDLw
zWP(=PtMDzRMMWht^eYTd=K|0EnFn{M5m!C#BSk*Qm&nlIu(;xpucA3oVxoPyn5M(7
z_B#@LpMljOw2cE15&k%IJPZR*pc0aZf2I5bI%j{QeAJMn@8Y|g-4~iZBX<C$zhYuz
z=|F1!4>*u4<?|ud*H6EWZ6f2^kQ;z7fD}&q!G|VOac{;KhIm!Cc^Q=>ns)djqi_no
znJ7ZdtC`}PBi1?{FHysq%eXY$F%HL!o*S`|2cs%nA}Dh6shSXnCr$8=O4q7zZy6c&
zwrcbWN$;TJZ}?TSPvc90sY@Nlp11UN^WkhvhI3dqrjJ24+WF5rOQ3j6s;zpwk^iOs
zgY&~Vq7YarPED_@zKu6wE*4i)pIt1S_A6Ba(m^x7s?Smd25+_go<7rbeQn*~NZ6B^
zr$(eD>apc@KH^jwvon@Q=hQbJPhR-C4zvCfs{#lF_UXI-LBc>iIxB&Ko6Ge!N6UuK
zKK)&og$IkY8vqdG1*$ShX0krvp8)}UFiUqCKHiS!hd-dRvZ5;`h)IZ^Uu=$e&N9!!
zf#kzwNH2dNHLpareR&W!nLs-KVxOmQsAJ5g1=u)xz|_U<{bR@XCINY#Vy8eVR7wG6
z`dg{K_4XqT{r(eC;m?PL#Q7GGc10YZ!qE;ejWPYyu40-^!TS5Ey5pN*EBk<X-CZPj
zxe5>lgfJxiEb?@mk4N~E)r3g0IJc!4+PQ6w`NOj(phTrAA3huMP}ZoU@(6J;HrW;h
zX=YbA{P5HpCSyaW2)%QwmsP<6ilv9A>v>@9jA}N^%^mFg6wx&~KlsJVbDQ1c3l*mb
zEny3$gF*@)L|=B?*?k`D!Nbj~=<Tz*atA{)v3wMd1sZ*=d+3KArf8JS%}wl3HMajr
z?Z?Qp0!9F+TM*1A%mE`+ctLW|=TEw`a)5Up1@rQJSe-j9J}(?rs<XUyhVx8`*Jj2t
zd4q_0CvE0${Zp24SK#)%PuQ$R;0vV_A@4(qI;&A>0(p-PKKBB>0_i%(CA0VzkP?ZS
z4%r7VvAXI-^K&~wBJhw-n*j$ai4;VT&@NR0Qh4v0_sAT=kyP=U{OE`C9pDwDgMJwG
zYC9dxmQX|&PRnr#WR7n7=uiPCcH_wf8}3lK`(P*W+G&=#V)iBK0F)(Rd_d<#dB32(
z`Vx?Om<Rq5!fW39VXdcIpB(bA?M3~&YjQm1N$YWjS6x5f&7;f7Dam-3KzRNMsT}kd
zAZrvZ^4kyJy@x!eoD+Q(30uID7ILA~^D0{CyvKwd%a{*>DcPO18o057(XU8wq_j2(
z2Y<JbsMhwd(kBNGdg?^wHhvFLz?DcWkr0~FmcBj?Y{4avi_WjbuRB+&fki-I1(7!0
z5)bEu`HzYlkWfOEM;}(4TYM&Gtqo23_IuGea2$$>rgdi`;nJ#08aE>6NEldkvSM-P
z8yInM;^W2Nf00QuPPEjv+m}*J@SMNx6gFGmZDy*JSOV~-Ek(77q`3P0lf!7;6c)#t
z<i<`<ei4n-hZ5*((ohiO$!aqGGJx$bNp?qj_7D0XD0!v8au$vwywKni+FcF?u<BD8
z;6%z~_cWtj?eaj{>vM#ymcm-{nvVdW!iWGq3RbgMO+SrO>#;%u_a-Y*)1A*4=Lr*#
z#}QQ#EI%^yEO|3`oU!EpDQA2qcjisgfGNRKdr3}*C(kQajIgZD;wyi|>631!vw#~J
zpy2S$BYf(i@GFez?iFA0_;2{(@AUArb~AO)SSOrgA5y1+O}_#(2~Of;Gti8fB~AA@
z5@582fOi_4odG$&pRL`~hvDx^kG@CN|3qd62y#Qz*uN<~S>}h4Vb2|iVO`Hg%KFl+
zC|bylc(?xuN1BbruY+FMzP(wst<DT|d9J&#Kf}|2V$*iMg@y1`@qC!%W}t?BoUANm
zgo7byOWUZaBwE;C1!X1}sC=gma+O|_#JL^iT)AgNN@&lf!T0;D*O;ADWia;mS{D)#
z2<$|NI@p~gyrqfecQ5_=ww_Zq(coy`-|nOq%XccT^?dfHp6SA~C?fPQD~nd^$^Qe2
zhvIDMsbDmcz=)0ly5DTe#xk%oaK8{fX&6r)3)1ol$hg%fFC;%o1DQ$|b7uf=<s;hX
ztTh?$ba3XDL6P79#^#Crr6L^_#aIqz`Uy9d6S`5cjxoUG8&i>Hw}Q#wPr1iYdoXj4
zLnBzHQ$OG~)%Naufe3R-D>FfhA`3j2@qnG0)#+W;vs9xVF5n}b)ywhR<u6NIu&ynj
zuIJeD=sQm{2gOMOSh5!FQDACfV=+%Tm%%OtTU&DTSP7gj-Sw7RL4o!oO7Z!uzu&)V
z1tZc}?P8yE+O0l!BJ0JmfZ8n{@vAASFqU5{Rg~@3GvsA52infn-CY|ln62nTDb#SY
zkMmKx57)@WI5;6aO=pfcm0+n##&w`<!>Iz%NV|IEw~D8Z$yEy|y{r%(qrd$0=+Uy<
z((F?`HA<vpx81inGIDc_&=eMsbvFGmKaIfeFOo9iLw(b;B)0QAXSlPfX%l8i#{;X-
zuG*Hs%Fa$0P)_F1=;1A!Sa)GIHdUQ7pRd*fXIvim6!)t|Ui{S%^c20-2JhHwt6Wt`
z-rtCPOsm6IV<MwyDV)o3sSm5c<!{2Fs(ARFJ!~wM)8GLihm~2KPt`cB;c{VawtYD)
zEt5Xf<%t9+4$0a(6+|cO@dmZc?Ho!gLe70I0BD&}y4IX*Z4fOBBduP}%*iL<Sl!Yn
zPT)B?3I7eR#n=UfVL6@V5_JsP@ezF$752Smle=6Cm>SCcN6m&!`n_oLBP>=EHnM5A
z5`BhT-gb<eL&6zmSUnmcHtOg231ea$u-T%5Mu+ip>uR|&oCjGy#E1N>l_D{G+Ruxf
z7KYmpb2NGY$0y7Sh}R7W6Rj?A2C^|eXCkmotlN@xFG3ng7OX|wqObVXM+gZy;@;Oc
zeOr*u-(OmexI}0FsiWBs!);Nno%+TA2Ns~kgS^Ju277N}>!=^Y&8BiG%hlibsRHvO
z9<XjxHekWDlO{iPA-Oic!GZNXZFe}}7XL_2yNd@aJ;>jzoxq?dZ2nI+!}dSTX2N&u
zsEy!vimtzMB$bS>@K}yQmLuw^^_v1nF2d*WFq1!89?ka9pUmjy<}~bwwbGYNLly2%
zeO+O*1#<4gaCby3WoGg(w#ruHN#~K{V~`gL#{e^CXh${-m$49b8PW~)JbF~07b#Ep
z`ngc@=*<Q@e`Da#itm1<oR7%={D)*`L;?2f8ut!%0%>-@rE)24waBMdg(An}w>($f
zcc7Z4p2+$lVb;@bMP7*8`Lj!ms^g$SL57KGwt#;vH3!rp4ff2KUiTk0m>-(YJ(3VV
zF}S)I{eN5|P31VfmXSqN#|5dA=LfHH<y8kch9k`rHh0?FrQ)FX24gQVCs{L0wg1$v
zZe9Lr_l1jvIh7`7zE{#P{-1O^l|vNXCX5H#!DH3Nk{N^WZy|!w!s{t)q+as|-mgdC
z>TyPT`x8aV3*eTbIC9?p?@?i9H-hOWz|bbR{Q|S`^9^SyT*`Ae8aZqCw4bJ^4d}#?
zx=^!}L`?PS9<uI9+^6lyDKTFlO)GIL*75#BPV~F{3lSg}?0vUbVA%!U#|#VStxL0G
zRxz-t1S2M)*68!&l)PF(?@a>pdzTl$o~Eeba85hIL4-t}cNbVF{iBQd4<g<F%jrwx
z|0;d?-_nx-sD?LLsxcNHtB<leKxnH0Lz#!6xe7-b6<`-&)4p1HI52xxA&&+Mb3*VO
zU42d+{@#SoVGFX}SgV;-(?hB1L*&w{$I*2|5bN_$x4jTiD!xzle6nCZ=1UmQ`s;00
zbGCb%lHSZ|SLZWB<sq<9cMvGtLgV%cQG3x`#M9G0AleJ?3F88G$k73=dO8jkPDHjd
z!9h`p8LllRp?}FjHuEsAfGQ3yPmO=1CSfBZHQLJYYo2mnKTQ~_6OK6<?rNxcP&Eqe
zTpDIrwUb-0GHXxcx7*Z&q9D~|M|k-><$U!YY~78tzu~=yaEK1uT`%;Fjq@9aQZ?3u
zFr2>PxnPl8)B%2_pLBc8^KjH-9+P*OXf+@+CCoowZ<LaHlp+mG8{HG}dNT74FNIND
zDo1V&Q7>AIS{Ll97Y7d8L6p4H4|C`p8QdzGzA2n{9v~cBl!%??O(>rjoB<^eC8kZ9
zR@o+#wws+o5{pmy->|y@G<1&o@R!9$@3NPj*AYi@tWBjV2g2q(OBUI6)D(uj*2xPY
z`m?UTTe&qr1PWFrnxkPdrRS#EI)3jeK10*;QOhP*WygCj`|dsJR>7x8tbS=zRQ~#2
zxp{5<t<8Z)V!C<|y6?+0x}LxPQX$KtN@6jV#|I$x>X*3))_ojXL|~UJ*XF<)PQS88
z!xs&PdRzNe;JSpdKLd?<owu<)iHvr`uhG#M_8WcyK7vl8?q^`&kwx?yA05f_^Onl^
zvoZO)W_DZUCvw}h85>@tFVz$?4j8|Oy~=0r<jO_K_=GO>o5F6i@Lqs|g)>G#y-;TX
ze~#~$@Jul#?w6NU%wc;h4@s_Jr1GfmQdNN4)R@4JvpYc4(UAa%bMNl%u5fdRsrc-?
zIBIEIAD5raoHPu8|1juEBYiKqoU~d@_yH(lG_Bdut{jK{!5M0H%mz!>`4`kXPn5Z}
zk6&wJ;QG^2pq0=3>I(%$XFWVt=>4G0e=NTqZKJv5U|dw*f2<6)paDdZ$h=;KemR#z
zB;8L7Biko<I`LA&OBt9cvHZFZ6dU_pgcZ3$va$cfB3I!2QW}2DgJ*P;8`N7B*>3#W
z3>3v{;DmL#1@8mjRL`bh*W2C@1y-?Yyjla4<g=CSL=)kAY{jP=c>oyt<8I#0t41<_
zz=A_Zs?OE5XR$Xc5`I=7$EvE{<Gw$4w@9$SN2NZtl<3FO=P@J6cNG{dzDtcss?*24
zUoi7CV%9LsPfkz@Ob9fT5qhQkcl%Ac*sO^M%g_A8rwy_vZ05L07<F2uvqt#!cw*%d
z-?B2&4Fep_Caxk>c3DJI&%&1QKlr;umKVgVdM^qPou@!snMo$t$zG@xie9>XC)~1}
zghC=}L*aqt*X9tvZ_NUd`?9*{sZ^b<sFEv@p`}#UF81$&84XImOwg=kj*r`*N7_ML
zzssO5Z(ETgxtFTEP@eYOS@t}5Sc72?_hkxeNrHUqcZ%CL5WZW}7x69!Ydwdhb-B(}
z*7jN@#7z`~RQ<0)oBV*|Zlt_gU>hQZ%IrOOIiEM*RZty$$LUoh7QDFmk1y>{4$AJB
zDn6G~TD%aP^DVNO8I-V%u)0*Ys!Z@o`j~ZnI;s9BqSrRp-fn+Yj+iWrVfy@A?|xp?
ztJ53q2${-ACu|-xjIk@8E5XLjvA+KNt?Nqgwk>L8&9&F=ihs$vO93n~_>2kgxsK!>
ztfVvXs#gI<0)HGn!y6~1Bu8aRf9(YVE&1Qgmg}rJ#*aAt*<T`Jf!d^>ZMqb&$9Dgu
zT;)0$iHSaUa-$X(A5Rlmo|lf`OVD^YETF-JK2pGoN?wQGh>7MNX$xnZ%-@*Qyc6j@
zU2Nh-R(MJ$YP>|N8Yr7hVx2FPU6RZHw)rx+w7A_kmnYV_fcb}<mm)2v{SOIH!saH`
zZeSG%R@Ji=N^hyLQtIh?$$?pf+9s2dJX7k+6yG{<sXL>^5(ZM{G7)uI_qkqqdcnIG
zGTeQI*5sttzf_;uJi#b6wK;H?LTx>7z$CuQA^vHs+mobX)bcWc4r3G6rD~J_b^VT+
z=9-uwD%#;GxRys!dk)63BkGqFln(J?#4S7wjpp9|w_YcuT;MhEDNLdA;3|7fr7QTN
znk2`wF`OMs@x1EAI#%<*u-n;gvve&5B&Py-p^QSE;4AYAn(AC8^T0hA)h$(SUnOLo
zIAYcU@Vjg)1h9SVRCw$#eLr1hh>tg7b1@C=0A>mkYRrlAKGnNK^cZp~CHOI^CTsK9
z)vcuqKr)RX;w(nvKBs8yiJ{C}qo+na9N8^xu+_F_PUi{Q(L?{?XRn$)^hG7Oc+M3h
zRhF^j^1NPc78dr$J2vf4fN$<+BYNX`5WCVIB3GO|b?`w=hv6UviPgM0ro3qTQFTdP
z7&Vvo4u;Z$L)>Gr+sOvDnlt<?)IFa&YlCF&B;g)591{%c5yvjro+}+28w>UREhjEw
z3^8GGe^O)hB+I7&x4cPqInZ^jOSqKBqg68QhV5uvP+i@9D6xM9dIK!j1aXheYB}6L
zb}x2aQ);;N9x+O)v6hA|oJ19!{~(oTd{?}^F;pEC>NHA}nk}r{`T?+*xLcoy@OKxt
zZjkLYoA+DK85hVsVK{~SG(p7#>D#X5xRfY9z)%*`%1rVf3ZR+G+(o-l$tl9mI|lW^
z_(D(nJ8}jIQ#`KhNYap!OlmO#O8ltHjQm=dZ!7RhxoBO4WV-}YXmd~cx{+@$KUPZm
zrqd1c49v{-iF#gS5wo83bEvCn+@s%E1NniwqWg15Yau{<D1?t!*$lak?Z!v~KfHXB
znXL7voka$GTx8ZF>jGo3W89<A9XJgd)k?~m!64NyE1;j-(9ECdot$K%{Q$q;*S~2-
zWWu`^klE7qxYbvl0a@mLaXb-f^5*jefQ$DPrT4;n;=Y#w7mOlX0gb3LKMFn1FLUx<
z;zgcLQhH)W7{a2Ejf{og42&%V@;kDGTN0)^I-C`H-N({_96A{{2+1t@Pd^jpcx&h;
zS|{?F(;Hn}oSm0jR}@Xkj-G9-n_SLDQV*Vu_f{OnQx~oJW<PH)IbW>^@FtDL`lpL9
zTy}x4VmVu@Ctav~#DQf^1Fx~|Tapc2mttloog%PmO|Rg`iuY3+i$4&o{0_U#Jj|UQ
z5)zV8T!c8o&dl7uu5m;)m=-H4<TC4Lq3^AL$gbtQL$;o9uf4f<skP2P9@kYOd}Z}p
zcU-S1sL_0s!*2(tF%Ki1Zg`C~p=N>aJ2-?s%0`jR#X&DApTR8Zk#~Fjou+}8k<o1J
zDcjWGoZ-cthYz2Ry`0f*@NnAZ0Y%99U0L$&ez#2`BIt$pesa<^EbNzYt&inTSn1ss
zCO<POT3WMO-mc_A>`Ca->Mq&WWZUbHBsEM`{X4g`4+V!Ej0xBC=4>q|PE!lM+n9qA
zaV}dFQ{NFbJJ!~9s58Q~_bUv3p{ofSTQ_vt9=Sj~`u;GEh6;DIoFgTYOz&}}O<eHO
z@33d+&GO^;0Xkjog$eybCLTa95}+Z&LOah670%<{Z!&53N;t(f2S*TX(n*KZDq4&!
z%OUky%QR5I$;qjNKs2v9ojDnv>k#u;`*UM8$-1c)aDQ=T^?5ujwnTvF_Ld8Q7%&`6
znOZ}A4xXfWQk5BI>pmF0NxKR632pj?Ppa}Pw_%LdD37V4T?3~4z1VmUjOog6nmXnH
zkKIM+zG&WXoQBgI5Se`KvZnw+phhc|&)cOR`13g%f7tN=M|XG>M?)^UhB=+wu<2X+
z?XZWv*|`z~LGQS{tUY9P1y_5$=OoQH#t;>ld)^=rRj;%8-0)|7vbECyR!#T;QzQse
zre8JCDIBl#>c(DXR30<hHpY6{bJORCSyMKWhqOQ1P4^6TXgC%Z=jVkq@Sv@p2pafN
zaI2+cCr5?|Q)=2hGGB)!I_D8a*A%I^BIG9mG9%h}Lo5$i*}u53RuF`uXNs4f2Zr$N
zXeWgBA0|DyY`_&(U56w5OjcRniy*Rk`0AZiU}Db;Kh-=d_<4HdzV*m><2TOdlN(x}
z*k2^;g`NFzt1uH^PRgf8qHiAdpmNrw;349td4tHN9L@L~DyF!LxHSr06t6<YoRS1S
zV~_iFX!SV|SMVGK_w#*|3Z-~Wq4VUfc0vx(J!>Io7!~9wVTGqmHA<xap&FEJEP63w
zvV3Q9rp{8>O3}~pQtO5p#bm(3z?__bXQEm&zZ*ZEG2?to%plH2xZW;mN3oNZ{|&1Q
zN@CO-Z^?thZq9tkL)?$PM!NgQ`XL+RJp1w|g7Xs%w3SJTbhLbSQ=guG1|@2O8jyZV
zY}~-CXB2yD2m`Hwh^kA<{M@MYdTFfTyIyqGFP>j%rb@Y$bXqfBW51m`GBdyW@-J+1
zd(AgQXLLilUkCcn+2#dOd4MHD`zLEiiTwIiTRGPxp{Es(Re5xNsEcw$%Gq+UIC4M=
z*jc!y+XL>)Cm5YJ&W>YtBW~p9)}=@NagUyU+`z+f@j_Qp%>a7axi}azj@HF)Ia+ay
z&rF>+6oFXB!$oQCmx4-GaP>kPcC7Qp07YGR0zr;qvBn@i9HF`$BC9(`#;dknDA&cd
zg_U$j<73^@2eu$&^S&n2W?e^{?WB^6mBLQ1mrbvU*R`#ZjVqU#qlZb0{7TMYMy-!c
zuD==ZrZU!;T)Hwm_?RNb*&`Tq0m1%zNfs=7wJ(oqYO<2cN&7mS#1cDm5sbm4{&yY+
zFt5&NR13B%>V|BOqUp9=J<E>W?ii>xQ?;J}EtIMYqMO@JA{d)GFT6yMP*>#*AfR|)
z&nQ>7bxfpuR@5PJ!m;1AIm^Y6z7e^>Ho51V^`U-TyVFpS+E<y`**!tXvv`#F2J^*d
zFq;k_7a?l}3*CCZ?*azxQRD9ZTmB~$sVDj#Wk{9p_v&On$T3WS2i~|BOXeFmpM=YN
zmi=$T*QRTe5aURiG4YjaGerqwMYBCuE~(FymcvOc<+gL-W5X^O`Wbov)y3z8+GB^M
z0((x&JSvjTB^E;+h(cmpBnU?(FW^QKn^F5E8f?by3b~Vjiv5Yj4mVT!w_7b+!kFJJ
z7sny<MgweH6fpbJ{Oq#@8Xl{-%Nr#D+#ED}AEreRY-hm0ZvXn8w!7WD@73IO*@m{5
zW&_Q8sd`NVKRyf+Z=`}`#EgaZILWRq9jTc3RpVZ6lq52<YguoBfFj#Qf)w)JQM+Ur
z1J8o#S4-Ne2oa`YI0PJILvfgcf_i{874iZ#a@L<N6+6`kH55K`gtF{tIgBxC?Fa-I
zBHPOP%1Ho3wzvwcPn?RYJJb-|Y*j{Z@<VYqenUbW!|vxlI$D%_oefJtnz&ht3~ta)
zMY)V}b~{Ex<HQJbaDwuZr(p#jr2=n6=@^&^>rST{lSv}Ixo-|8as_2(%Hecr>uoCo
z14im@B?kGAYH^`8Rshg+LPK#VPyodJFGp>%G6x`FQqKjSIvWLT(hIcvH)w=9e@D8n
zb&*{C?b2Oai?VHezsj!<V;>RR=2MxavD~6aa3E6AHk78^q8r8vfw%RL_W$pO@8wH@
zK*RX@dO(QZG^#ejvmVW9V<D$}{r;E3NMo^fD8R!kpiRi!9L#AyttBMDja@E;#B{3V
zlAI+wyg~<r7%{*ZSsOYy+8gOvy}z^3H-}^9BxWRjf5XJe$j;9C_hA;+zYcSA6EjE~
zS(`YT60@)Yk0}x}D7)DLRUN*`>6;rFI1)1`Iq5t8IU-@DX97H-YGw!=%ntkp25}=Z
z6H`ZGc1A{G1|b_u8+#>NJp&^+24N#-GXo<rdp$Q|1_^6NBYRsLOFc&;Vn=%?;1>v*
zIXcK2*$dfN+1gkeSvwMQ5HpCHSptUvU*E?G8yVOb8WHpI!u@57E9l7t6DSA>NLS`-
zp$V*95WilBFDN+F2W&>&f4}+nP58Gb{CgJsdlvkA7W{h_{CgJse`FS%`GJ~Arw#m%
z0o|V{?LDCT{F#&EpWz(yzX<18{x61eO#e>@b5CzR=wSgJFfgDXe%*U)|H8)iOaBwJ
zvj5XU_J3g^$3HBTC1xgO5O@zDt>2@}zrs&NF~R?JT<QN+BM9#+_G>KXAYAj<^wKO{
zu28EZRkKtb#%f+ovPNu;1#Z>iET%wpY^>qPG1-{(6ucMp_pQ+4HVJ{2RyvsPQ|_H}
z&`*km@+vMzA3yQdxC(r_7OB7Z5^G4IW}ad+?s@gH{$K;hz{&Qj6>Keg!pJ7?W^)+)
zeYrAeFx0{Ia6p2atAI=UTZJcPbPUy7kf!XVU4t)5j!~8J)bdQ#rV)?UUW)v36}nBO
zW`=wNP1vv6e6=PRDxg!2sQw5n6hA<Q4CXnzW0x%;JOFF?o>eS%yf>2*p0+qn5XBYJ
z)w42?;cmkjQNBYi25)6XS>*bo#hhgF7=e&SV_>708+$`8yL|Q4vY*pH(HKFW(}&u2
zMcN+7bO>z)_+ZWrG2e35T7PNi^|Iwj{Br~0*R=3MPY73b+ag24ROkSrb~Uryru#Id
zxaaDPdcU{6ZzK2z$689I*zOWvI@in2YxZq|#1&b-qyfhs_^J)V^4Ld7iV(_yM1r?#
zml9xdb`)GE&8DKY449lKlT%!xKkp{M1y*(BbhO*^P+bR+zi8A~r{RAam|*@$uV2Yg
zpX$CD=zlE93rT2~WS#Obrd_8wg_!^4QI6VJ@?8I{w&`@_lRf<XsHp5r#5cde?@8id
z-6q7t;ck<1eknB@G{^<GboyThGi4M%iAjWPsZ*lGqnhOc2?zF!_%2$bKdZ;Hsa?a9
zBSyQDoqnC9X_X2ZRX}OE)KK>d5-EVEQ(r?bgd8blVV~k|483g^qz#8hWZ>fI>D6Jq
zJuT2KkLNFbpgN|yW%<&vrE9XlJMV(&(S#A~X-zD-JU$#WK(GpC-X4T&MXmb+8G@@;
z7T8us8_CwkJ&bb&Dbsq{x6ac#RZ)FNP4UR(zN5{9^o-d+_^r2zaKYB=lV1iH-o1vH
zO^dpDdh4{2og%Jm&0N8<JEqoGh`7VCF>*%%q0yFty<lyk1X-VlOf0LoG>_NAiM(lY
z1GgCi5v=>-Bn=!c=F`eeqHdo6)$TKYz7KEot#n@0UgT*Byb1KNAGM<BC3U3MC5fbT
z8XlWRqdacOK4UqMUt&(rmR8iyCw}9kwn-q0-@ZhAP;i_3N_82;O<u60RblBeKAK{a
zS8sp4`zhP$$pP?fOKnn9jstxCB@tvabb%fGYT#SW_PJU1y8hY+E?BFx*!jXB{{?g@
zo1{}SrYo)WPGLsEuqf0Of>c;pNF>-5ulOI$x+$H>`=ba~o79igyKH<UZItN6vvSGm
zjruemU7M6~FuY!x5_pF@4T=*^y-aE$gLKwxZgw#}E=tFwO-T-Ifo)c*++*GWrf)i~
zcV1_9{kXz3n3DtBgzNz>yWnT2X&!=BiKBIVmk({ERgxZe9CvM5pVoBv>ebmV2=QD)
zO|M2(jxz2vN=K14e17bIe<jMy@cjBO7OeM`=+A=1$j<rqlEwV@lBEI6f`x<x^&E^0
ziCNwcDiUk`J&5J+{QN&9;;fASx7W4OXdWqW0px)7(8*7**kq<~(U2mvr#oRH(lvw7
zi9sSkaON(Jslic^+x8@n;K!CV$X4h#3_)y|@%mZ*#4w%f#1LQ~H&a`M6e01TodJt3
zCVa+Fwn-sn2`eB&7}Epv{fm2ZY*#Fs{z#-j`qBy(?zFLLc~OLO-ak6(waLBbWgm~c
z4l?cRm@DkrP*{5j1HFxGw2KRU8O6URmlqmsp;rDr43O}Yq-B*(yCSvg$V5VA=fuK)
z-AS!p>{WurK3as>fJ1$9KpeNF=V<9rqoZ~Ukw6I@BMS1(QjYQ84MMM0edCCeavGXu
z)27Q%S^P$NR=^a29-|8*BnpA5pI;~T02W--W^;@gLJ_K9#2WuQ{-&uA=cAPBj9Rq+
z4rfyTMY<hQO_ejl&&h-`l~#z4vHa_Ls>5j@z<poN3yWpaz`H{`PO8hWLmY@k1(#pu
zo9dW}s<t6@@b}*;O6FKLIH9=2;%~f+)Y2^6Gu&_GA3@1n%r^c<=lJt?zB>mq2jf5g
z_RoJg%zx(_@4oP#e1rAxLI2q|-k<b9kmi2{n6#=6TTk<&ua2u~)+)w*<VsHfbcSF?
z>H0x*p{7`8&wLGuiSOIwdmuaIPMwK3k*2|L(~C4(=X5x2EEl^+jO?J>h5MDI$V8FF
zf*UsT%VJ^X9PKpge!}(}OGno%?KzRCe~87~Mq<5gVwPl7FK!w2v#%X}rn)b6ci@3a
zY1VIQaQq^TL^F59S%!OMk|>E!WLR(}sN*EAg5W4J(BQ$?nq44C$cPJ>--!{@;jlM;
zR`Xksk$3VdCbIgW6G{Zvo6AI@$APpmtPIX?9UmV~4WhZ3t!a+SmXFIZ>lrhX|IE#E
z=npneyV1|~MPU<;j!JJv6e184P^I<Z0pDp*LBwaJ(D0+K|1@1@UqHO07<C3gUZ}4h
z;!id|2Y)3^@S%cn%YSNEaj1+mqK6^)!oxvny#*iXF;6YZ`!k9tDLF5!zvpN4P9D7)
zZ4$AV0T6P~E^*#zS$Ttuxbcyr-RdCYpzyckaW2NotHs&n;UhIYFRt!>qRSH3(h?Q>
zp%SzS(52u5ZT{LrPL=OaGt8Ls0p@{mj`)Id9asReVmL&8Y|M&@5V$~APC;?p(~5~7
zQNx1X#>`>aL__rOq-J@5n1|sjxTYQ*a7Z<M6Wz2*E&lD)C^dRYXln^Afn}U~woQq8
zLx|lez1`V9MLI?C1Qge%-l2XZ^<O_M8`<}?UhxeQ=~}%`8<#XX+2mor{XmYF+@UU0
zJ$dX>^q+|Coqa7>m8$wqz7h~IkkQK1?t{(UZa)(ta7&=z@jA|0=kvrhU5=fqHv(Ux
z>pr84`px3JEU9YmcU=HLBjtNvUSPb9MRSQB>-yX%=1W!K(Ub8*1pzdTutbtR_WtHR
z)kHzfwe=A8<H|m!RX`;rCEpBceGFW<I(1wIlDK;L6mE=V3E_mIYf@I8DXtiH`|K6S
zlN;#)?_ugPk4m|R=2^ufLgE5=t={mtF^+LAhj8BbGfW;MVK<CO7tBrR8tviwGT#-3
z<*BVno|U-rK{Y{?A!vX6*06eKKeSH#E9j8m?)JZ!kbg(Z?Ef(#S(*NtkneNt9|)-Y
zAGlLq&;A{w{A=1N8adcF*&7%+5VQUjUJKa(0Zwa2;DPtq3Y?iTMuuj3f;O&j8t=<E
z8`EcEcFxaQ?`Y;<knEpNzOM)GKP7K(W1wW@NDN#D<b_3nKW*d+#9aSCt-$d0&#Ta1
zuM)&s|2Z-ze*d_T0~7I|Ckh-dFK|%+Udx}u%F0YYRQ1p0C@ZrNGrb%4j_fM46Eppt
z7ASKPGylV?_mBP!_i}T?0e_W+nDreXRs>%4f4=a40UERZp978A{{u8;0p=P12^@y|
z2RQs6FfuXgKOU8T1_AA20Aj`lMz)SldX_*?T1L;of|&I$8~-b!4EMi*C?B`NCMxx(
zF}QO(0K6QoTJJ`^7_LTJ+#CS1#?3;M%*i8ZBV;uI3I$Bt&$8&YpCv4NoxevD7}%!J
zVY-6qVOB17>Hb8(gc?S`O!=nHk_i<mL#vN6aVT=A!T_eO>nHL9#P7!Yt;j)AOzbcp
z&$N!WchfPA>+Lb4Nav;a(4|PSfJ@fJG4(Wvo&9X-1vX;3Ku){CHmkZicI-L<9|?uf
zZcxb44OE;E?t3`C;H4i|dRGkx7Z-0xv@Q2#e)e`wJ)dOvaH-%o@ip;NR}cHwYWS}j
zLLBs3O{voaLLl<C(qrE4^g1l=FRe;9SjTy7^k9dm79n{Uf!}?%Rad&p;04ju9;IBI
z9%>>YEzz5JDjqYJe^?{Uunp1ec&+iKo{C$o+U-m$Ki)DXj3?oy`U7tFTb0y>tC9fI
za?=`hL}nIe8%A`?t(RgpNKa)vI|d8|vS~ZIK7IJl_rv2|qzO=vfHeB@?bv!KV>WYs
zmOX)(rk78wp&hyr9x(VE1VjWx#@H+Przjr#;_0i$e7Q(1jzW<jh{Tc<d~xs*FO$l)
zqvXN+H!pLCUnm(V<tThl9<BhKUF73i)|FxjsyPMQIqz3&4&mq_pJT^YhXfcaZ~~h~
z@aUwI)$O=G?Z0gGIYEmR3l`p5X>{-<i16saA>3rZoY-~pY+^z}lw}8NdfC674tLwX
z%_$^K9{v(Aeh|UT<#CYSdfuGc4MJ}{>r&j(<KPbfl|_OH`wat`uG|^tsqi@p*y37j
zm`Tr&IeT$H2={J^9|(674-AW>An>dh74WPsm0O9@i3C#FFvuqbVaW6t`GgO&{_Q1_
z30R5L^1dCOMfQctaH>?#-APZ2YMMocgT=!R5D@5Gyb%7@e3G*hCj#}**5KJ$@+mzp
zQ{IOV`GG4R_*Wx$Ls`}fZVO2mO~%uA@8KgqMQkCjp!#*?48ud5g76M&bvxT+v{xH@
zkJkCm&YoE<?Oc}WG?||S(x|A?zuj-=#aZyG?}pabgpvj8qo!|ZeB43I)gcpd?U@c0
zy1s_7oss|bfmXDfL%1~e-r8;eoVLBz80*r5c8zg``HI2h&0c>tdrm1Bnxp-&q>~}_
zljG)Qy(C&<m(JEeJLRFC+`2|(o2v@Z{tPlUXwEsh5S`!#ihdXADQ4gb#>2)^JM38e
z?O3eyc(ij^v@MmQtLhXun1iUDFASpUHId04!-3wNgzxam_T@6W+|g@8|Ma+k3f9k#
z^_#VF!3-_g0zMuO-Z<&JB|e#2it%2qvDpl+c59dA$y<k%yIJ~s-R;UH>_~5&U#jd6
zH-YNyoZjQ?{b#T1+b%v=E*`dXu26Cd9u;gP=Z))EG*dn&-R<Abw~)MSUW$w-%a<)E
zf<D+sHlSa^Pz5Ob+`q*26b(;lnp9=pf2my8;xxYXBY*4nXm_hU)avL(Y4%wTT#oZb
z@LS|Qk|K{>tBQe^Bjmpr>P3(a_j$OI3wAHK2$HJhzH{Ia^!4c3C5T^FpxV8aSnL@u
z({$0|y_@o1XxCb#AUU_rgC75imdGr@%57327lAs@@M?+rJV+)X?fMAG*&?qE11~|J
zfz&Q_xm=X5)97AW4DND8rR>SQdnf+b+=&LUr~3$3<$SS|B&U<KL>-s*yjY=hV?~!?
zq<Us*A+E(^cPlyT*B3c|mY=#x{@g6Vmsj-b2=48T)f|x1z4v<0?$E?VNbtHhud_r|
z3~T`!W(K>B(SGVa_IKiNwpoWooW|hItH@>4O3%vl2Vg8~JcIakUOb_-S*@_`EqdL)
zwVf_9j6U~*%j?wOsFZnFAmM^lPrlCgj+(vnt^3Y$yQb!<aw?)>hrc`@Rk!b)6WRQJ
zyZDK<3CPR*HRv_Ld*&k9_+zSePOMy0hZ;uu2JN%o<PLiV19^d0v<@=%Z@L4~7km7!
zJCBSKe1^^YdlyC1>1`OCtDgOs%fX1LPOX47s)x~(<AieUC$#R^=LXN+rCl1epSDP+
zLsTtF2M4Igqv3?PV#tZr?XG*-*S)FN^*9G|a=e!gtbU6aPmXI-=Hb>&$9}Khzuoz^
zY%ZP%`CN%II<*#W1G)=@@`)F>wg|=B#o^uD;|V*p+wPWk7psZ1tlY4+86n-9n)Z`k
zJ&%{E-}c5L+pjx0?6_NBM+x`pBd20jX*>xA1NtbueOo;nx}ItwG0iS~BvaB~e$)qY
zA0^R27>!%?iWTF}-&Fuz>0<0&0~s684^2P>WkSE$J19MUyUxnZkH41{NEkzQ0Izc|
z$V~{qha%Mch+N;K&k9l`JXn?4{yOM#Pj?n!h4gkCT-I~Bd6&*(>7gb`mq1_p+MPG1
zqiG4e@3T`TY*ZYILj`Il&7=p=ex3cUav6OQV33F;;~(5G1kw}oj!agcznR1#Ump8J
z&`>czQ|RCH9~sb5r)lkDNj8XSI>!-`OlUlWADQSh(V`_<%=3+FwmBczt8kWW(tn0b
z)1<o#b$}k0WzhyBA|bj~QSsN`x~wb6u%Iv0K~6M2xU<)JHb0en<-F_l325J)abp5g
zQu46hytEpKUJ^)=AK=-lTE6bTJ>gm!D-j_lf<NVsk+(R5k_%e>&f{t1dLtJo1L<*4
z1PbcsC(UamS%hr===c<zljW6_b5p`{^|?NZP^8t8FZfYwIG*<6w4^{Ygv$y3arStZ
z+JHgzV>MHPvLN4w8;IF2r=OZ7!GI>+;=c(W@3+a904|5BuiT*hqKy%fc63Aw5A57g
zgX5jCabo3aqI7n!5`xRlOV(feLd#3nzK)ZI^xu%Z4AaaDyvCwIL(#jxwo9|{HaR|5
zQcw$T+G0iM09TT**=~{M+P6>TtgRi)b>&r6)D(OSktT9e(_Y@u0UMp4u7j>!7{<w2
zA&hUr+Q&5;`;eH>r|Wz$Iiz3ubjp)%@3g+kp``aEPbzZ_mp|#!g}6@0c<?JDyYxp8
z=sa&>*<lhwTxz(D7F~n?j&U8kwtC7*D0#c=yT0*oe%s#WD_Zl{^7zG@N8_Oa!E&pT
z%V*~}-{zjz78KL!^*FeniBPteV^<JSCc`$HE|LF5krhi{ryG5$QvuaFI%<gNLh;5Q
z$GHY@Ik8B`OU(GJ_Uw5$Lv>j(&Cte&v*s@+SxYq3zojFE?7G#D*1!l`v}4zJ_2c4`
z=Bf9M3I=~1<S!UpH#p;Q#nZds=f~QJF=@<hhDD3{#RmsXXYHXW&e-17?<~Kkrj4AH
zKNrY}tn&w~FLYJgRzHN>JZ$`+>tFT=jU;BIB=WBL`lz_o?o%rBcr^F+AaesVlH5`0
zlyZkb7Fod8w#$@PaqjZGb)t;h!XI}zkxzN}QpJ+)4$~X$OD#`>#Kfw?KI23B!0_hY
zy*)k(;)nAldUM54?q<Jpnboe%vd;$y>Dy5qAO9H^!$tl@y!(PKhj0wwJoDw3S_9rr
z0$F0J{h>B*lfUKWaJdTAR(-Bc1y(XQmqu`9!f-Ta+EE~}W{!@<??aa2m(~%R8uJ#G
z5O?QIca1h&Fd=vA#Ps`kF_5ip=E<S7h?qCMJbRJ)@t!oXUs8(s=04dP+T`a2nG}7k
z%>9uWjnwoI`<**8m)yA=JSUWB2;r4htj)x>*@c^pU#nk@Pth1`Tq)<^y!;O$Pd)vo
zhE_?5Aae3<XfSfI$4y7k4~Cg@z+&&?1M|e{grjYCc84{#B){+0P$vj##}Y<&mhI-G
z$meVCwq?sV(x<&n7XW>)ccv;dsRY~4t-CSj${rJX4bD!Rvs8MfA2r>v$6ApwR(fsU
zYAGeNC)S!uJgilB!=Ew%srTG2u}m5K6QtDRm-Bi#@9jp)wu_mlKyCNh%kw%S`o#OY
za+!zW;8>pn^%nExc$?Qfll9k=@>@b4+U%VR2Fp~R8&Pr_CnHdDu;vmX1~0cb(_gc7
zli(ho>U>1lUv?v(Ob3<7Bbn(!`E>;uQ2aJ!)4Z(*Ltghs0w*Ozb2PL!14`riot~nH
zdW$3K2aDh!epR%1lS4p2`B5hQ5IcF@)+yMy{CQ{BKTg)~Go_&Q;05z~-&`K|iw{Rl
zgF-@S?$qXs)1m8)#;5BfRt0fE2{X4{OrBr412_K9MYA?O&Q!yZ#cErO9HCM9`P<22
z)sCrLU+ZNJ0pD&?xW8yB(yY(TITs(;B!86Hu9FA<l<NCkuxWzNXN}ntK^o9$K&Pk{
zOIG{3Oj_XVKLgQsu;$63IbI99n_E@*s8?udwqd(^(ambjt>bQCQtfIA>-J04ahlXf
zDVg;^&ksc<8S?Qd({ngo^JZsYaW$-i`(;aWfcV1yfR7u|2=?yWfHZKp<fIf=FeSK_
zm9-XgNQqarj*XSQesB~2t!^)WPK8h^+UCax3FfbpxO3gIi`l=h%=YTh-6)1+xpVp3
zQ`41>);;n2mm1|t(k~o3waaG4_KyAai%$fMe)rc8+(Zal<M`CD?UpM$d~KEF``Oq+
z%$UK;^qr^x{L6Tobs&+6)5k_`L0ML2?U#WO(cJbVm=RLAbTIAwbODh2t9y2WwPyCI
zkn_FzA@V{?iVtzcqr=nShLqNmwYcL-1?Hp(iOQGOD_n*TJvN@#ALDOcC$~(z>%Bo?
z?Y~eyaMcVdKG1wQO4dk;Xw>N>B`VHpB57{%RuMRqP5a2*Z`ETJP56;<3SIj|qRmaJ
zQMnCvo>H#1(i4_^C1*dseG9WW>MW?EYzMDc$L$_NFT;&oYw*ez!B6eAPnBMCXp5i5
zeN%taj_PR>Pv@Y>XM9&tHir!7BwCpwMdI<efiaL-D|G#uVD>l6!A3&sWImxi%7r9U
zNb@<!Cv6t|`iWoz4n%@4mtr}To_8l9d_E_XN0E>`Vtj75Id`wR$Hi#8j~g$w>Ftk;
znG7!gUAk98*eMUzz(@k#7Kha@*QYndcTE+5CMqPpszOekU#(Tp4~_n}k^G#gNf-;E
zpY=$L>8oIV!H$?pkjh1)OU2)$hRIUJYA-4VN?|+0x-B?Zu-Z3P29xJ4UsnhZK0x|y
zF3D0X=s2ghc}$<RzI?Aa7a8Q-3(xVe+fLE(f;RE2#sb**SfK_N?YOxrfwX!qiq?D?
zIazPGjkSeu@%RP^s)<9=vHeh)4Awmi9f>bdPG46`Ll{k1yr+Q6ju;=%wO-RtcgM6#
zTHHNTeeCVx+UQ0G8NY~2`l?E}*{blcf)IFLy|4L;5Y7O$O!Hx^ajcls*t)m!O8g6=
zEq1C~5C^>5l;|Ms$XGzFpFyciGuAJ@&z>bo<e8TD0YXgTk0*OnvncW9SwI9oTDrlm
z41|j0!H&5P(O56Cf!B<9mJ*LI{iBK9&iBK)*l_p;!5UxYXG%FyO@qMCZf5r@2)}%K
zFOCOPY1^4i!td{6>x7&N=cW_t2)Jw8n!Il)OD&uy6dK7R)N<pNH8iyY6q$HsW=-je
zQySVRJd#)(UnylgFn=Yas8Q-fWUpK?9Y-|wYcEd!RGmhMjEnTV!bratTf3Q8-02I~
zWktzv&n%Hk4?9WM(dPBsG04sFT$w^BtCUt<Ou>t+ybPfwpxI`89t|Hb6M$k(kbYa|
zd!0N_ScC9OV&gksDxuphC?R5<WcD1nq!gv~c3x3rAs&yg;}1~G8?rf$ZM<ITKh`rw
z3gjacOW0=Hvh&L;AHbpYIBqqU{Hml2s_WLv3yA=;Lb@Fv<5owg(eVM9#3-^=(F;gz
zEou;=IvtEfc*Q|Cl4N~;Z85&;f5MwRKv_g59O%A~l1~8de0jP%UT!tGyB&QsDo6Yp
z*=j4{y?0raWj`#LN~?AD?Wde3nwxR7KaXLf%o&1D54SzXlx74A`$;82+*x~-Ba$_{
zWnEl~4o*KbPJpZ*=(%Q)Av}_j&Nt5wZ$oH)IyTzARAexzFIP4{YHSDPe6B5A;j%+7
z&5J0Ge0mTU&?-k=Ir73eLCf>Qpdy_F8mP_*;jI1M1{CM&GBYPe?%kFJkqoF8)VNh$
z8@x3yXIr+Oq02o1Da(D_?LI1tO@KGgJ-OLS{M%aMQ~MnQB|;C&PRejfJa9A&Y|18=
zX&G$+nDJm@#t`o2YPS$&<4C6J9;fWyNLqQcC1oq`kv0BJe=A6^nG?X?QeTInN-M~s
z!RadF_pZ<3CrKaI>4lO$zJ$*zDI1v!C5aXli0?XU`{1!J`*C~FlgsU>3hBnnz6M@l
zRmt6U6n=5JXGTdN!vUj0Np(ydJ%xeNoAM5Xbn|6i_5$uMg&#9GC}xtl4(T%k*!bKB
z=Mqy`%$QuFf;(aNQ}G~Z-g4t^l$W<6R>pln%hZXZ1Vi?gvrT%2WEf|aL~%N9`v;xp
z2IS}D;h0JgbWrGiTA7)I#-kQp+Gcgcx%5H{-gSH~uZ>YHqSu5F*r$&(1+g^00zo@a
z+4^1g2V(;hJ{p{z7D#GL^i91CgmwNXXbFx+uqRy?LIT5ct3HlqcjG)&15qjpc%3tt
z-FD4kb3FbPZS3Kc^GQe8kETI6uYVVR&h27IX<PMmt5<TmTB`l++T$Q}@opVYg<n_s
zGB>cGT}0w-Q01BdjeXv}J6|#>h?by$<#m5A`Pn!fRH7<pimmW?t~C%93*5?8SO!mC
z=A0NAJ9T+^xfds$q2)zz?{X&;i&Ce}JXSLY<uaV19WtqiK<stfpEa_r;&Bq7YPC?8
z(BGxSvA50_U+c41$;`V_k&}L4x%ft}9)skPCf<WMiv0m>OOC}-)J2<ju9i;|FLZwV
zQ*1yp63HWPf*N%Op42gr!{^;lOpdb5k7AsO{(LUJd-iyj!GUtMJTcjZXJLa>nxtu+
z9@#uJy{lQ_`yHR|X}`7lpt#%E5|e^*&&uCqp~gHb&?D-jlk+(-SqyuYX@Y)b&ei0Y
z><Y-{C>nI+s%>`bnixwjw~LRE<vP?M6W}bw&h2Ui;ieJ|Z||eYo}4=BQ?!!VaoM9Q
zZ40P^<!iw0LR)ambyr}sJ{=u`H(rl(&yohB7kAAw4xc*v?f%CaDxTPUWfsjLZD8Jd
zMU$4{lP;w-<m{*|m0PV3VO;B@<21@ks9H=?mvkr&KTWiL2R2nhF@nZDw+lbdCVWSi
zt!c@N9!j8o9Y%(bP86y@7`VjCtKidB55okdbcxIMfj&huMZ8C%ZKSnX<(Jb7+u?*2
z(OD$HjesAEBfaATfb=QW&*Y_U5JH@m#GYCaCi491`08r?#q;2*Jp~#pmdod0+5u}k
zmn$|yd!HkgH;sGU?w0x289c*y;D<;W7JPfOV*Jyk@}E6|&CdQ2LwVr(JU%FD*r;!I
z*!N1wdNyb#=dUdz1hO+vQOZO2r=wRSoUT=Jm_jQqS9WgR(93KNau4T?7IO^&N_mWD
z)(2C(v%ABK@Gv85a<`sUMo%hddqo&WsX0Wu1`Lvq5^?90s1NRdwR6~Vlor~{8|%xu
z+xv*<AA#Q;C{Sxd0~BQ}ZOSwJph`WD_g*$1zx^sfox`)>tO3RRRLa>|+Ip<z!{MwC
zeb_be&^(}$xGjfemN`>X-%nO}Z#xgguWOrthD}HS0Yy?pFY|=9EDd4I`1RS@*k-qG
zG*_$83ryPy$IDf@ETwKVkbQ(`c<G>%lyYpfRGEky9#@i2;cL6>%-r@uGam%vm7m9G
zhktu-)f!)k`{^A3iM82E5S)92%o5*<aBRF;ixfK2^A1AsY0xtl*$cUx7#$3ZIbQt(
z$#}`{6*iYwP5UdrSSD9(7RjV`Bo`}+$k!DW^tueDTNZSqCq!i$b2>c9cr#OQoQhA=
zBFhofMooCMD7KA=dZh}@9u3O8-Q}_*V$wpoYhEuIW4XZ{;-fw#ylpQhHi2Xk_zmbX
z^mn-eQe@Bt<cAt|3=2{sjM1``f*3J|_9FI4$f72mu;NB`)B7Jxwh5z%bXeks$x<l>
zH(&r$B(_*Nqj+*tz7g~0RqkCu$aWfJ;L#bs@$P5@gB_^}JHW#bk+G+YD^SEFA<|&r
zop@ez^k|c%oF4s&_~ZB)Dqhxot{lu}e)60=ML6TXaI`p!4M*IBA9+_9E~%P~P{kKS
zB_f4i1-LKj>siMNfUwQP@5{LbBc)X~*OBbxV0!dXG8w1N^mSR)#l^{7lcO@3HwKLJ
z%^)wg2e1yOSTqt$Z6_LRIc{xkodP*(d0geGQqvb^lmvy>7=Yz=NWVr7^&*^)W;+t#
z#f{_ADzqNFtTA<?wI%e@xlJ8SoOu^SZFF;M6>r<0=e%laYAWi2V%$xcsiRq3#7a7j
zHE{XyMy$=p1$38|&)LryiT)c?-y9uT@U)#wY}?MpPByk}XOfL=Y_iG5wrv|5+qP|I
zW9!Sl_`Tn$f9A~T+f%o1P1RHN)a}0U>3T?TIRbjWE#Y*D4}ZQ`kunJowwOK^A3a^?
zA8A~3HNznZfF0Rb>Bbwl1CYc#yAI90pj>W6%xYe~qtF|#M6{Z#wWv0>%6p&ABu+^l
z*fli`9VN*yR`BAk3F&=mVj4n<QCEjG+NA3;L~2bDHHEh-p9F?FX}mlP9H3tb+_W(9
zp*OofznbxneR$1Mrsch#<|nhPtcUM8CSf^6>o^K{?T+?E8-`v^QEI@@OY0+d*ZUiH
zE4gZB^FTg{9QLQxnnw|<viqW7vwR=H=;aF-SuwnsQp8pay96N-!Q7&h9AuF+MJA8`
z<&G?EoQG6U-Qhunv$KswNvD0n)8kkojr7;)eSB{7<Hm~7tja`S<7wTj%?8U#pwpQp
zgBM2yErlWx50QXE1S85SpS7O3y$F$TeD$@iw#{gm374CNshPlunfx&B0Etv>>by*X
z5X#Qx(4+~80yJ(>UjiIb$z4k!n-xkc9R!U!-66z+M;;Ru4JX28fQ*u?{95lhgD}};
z)~Rjea_jx=JxpWs#1z)z&Pskb26I4Ytr2IQLLPF&SpN7?j&ha7gZ9|o^H}7LfLx`?
zg_~D_ZZ))<z)7pWY>#=czo4$?2i2rzgBRGSSX3K5qz!46ERa&;y6xZ)i&7y=atb6^
zV3dgANWK6xw|B}c${z9WDqhKRe^+hm>E8WWk_Tqg3&~=~@U_}anE2ZQ?y0M(ar@?V
z9dWn9xz0(NfZJpQ)-)H5I;ZKogS3b<?QBbk+P4BKeFLPq@<+LZAcozGKE%6lw2@U0
zOR+RDXkH+r)@^vUf~&JM>f{w!02=nN6QJ+lyRUCHeiP;2;sjNcWB+0m6CfqGd#f%d
zhWoGeANmb&q-#gRCjDSkuksCl*!vt$Y(mcFj~UIYC51DwTsOSmL<yGR-ahg@KW%#I
zH5Xqy9%&Hg15c_*6@H20q}Fo0+f2NA(Qak2nhhG0z90Lqo-W?P0(eUY6bpk3TfENq
zapGIjC6yNQZO8%s+!#M5%!G76z2+~dVE<SSyp}k`mnxcV^TA?7ZWeDFt(D07Pw-Aa
zm`FFR9kAF~6?3=`B7zHgKch%z<Dxx%l_+}3KfPYo)l$39pY7rtf7d=ygc9X27s5p3
zrgR(YQjYA#`kcpu^wqf6b}ku^;ONchGQd;rDflJj)UxsD?Vsn6<xq<{!h`k%*OkU>
zg|{J=qeMXU@e;DKjacT}*7p$hV<TJCj#vWCqhdlB&7nP{CovP@RVBa_Pj4XNz_M9C
z=Tt;AG&J6$mx{V-T~_`+WLljqMz1`*v;|{!wc0#<vY#F>^1XC@K5G<h<btV^!`@UR
zgmzPtwEJ@@<q6o7gEggg@=51iTo9!d=Gt8vPjInLx;CgD5Hp$E#5y=DR2c8sA&I-?
z+aR?-%Ds>Xcus~B990>CA0{)l`n=Iac5gc_uEWX$)hFZkL(Y+!@C%3<jkBnA9wJ82
zW`=TXX@cl+KSRUSRdc@=YQmbSG>Ivm{1nbhlXn|i%;Bhg@ic~zb+yH}boKFzQ6F&l
zJS!J?nKKLi7`YYsJb%trxX}Kc{`pi4XMdJ1;KqM(d%LG2;DfcJOK8?yG`!ORMS4|p
z<$sJ6G``j{_Z*=5&>J^8YBH9jR;B%?)6z_Zj0X6f=9>?tGLIx~gVAf4qlLMgiq)Ka
z&F;<jF-bxc_3CQw#d+;O(iBCCv8F#_59;)3{JudJQ1aXr1w!j43dMIJF>bnJ^4VQ4
z!vXh3?S;#?!{F61N4RNcQN%p!TdO~T;A8Rx+*@^0E(M+R%It>Q*o?etXpp&Bg0Tn*
z1t!7YDdlb<rTb`*V%phuiR0~T%5X$4L<sziC&MttVh7a9)zvO|H&<~}RVn34l&8z#
zsx;Yt^&{`wPoM7LD=6p6lRQ@IU$&udIR0#7-+tB`vb;S?b;43lLoG)8!dg2}<#<0d
zn@M=80w{_r|HPv5n!PWkeeIue$-6v$C($VDm#fsMqf>gGrHP0%LZpS*TppEk4w;{l
z66D`)EH6j4dL(2LALZbozBrc5Xi)p}Pm|>lvzQKExd~bs@xmxmYCqA8I#z|VypQjw
z;}uP-RN4Vm(&**q+raA&D*B(#kpo@nH~J&_yZ2%y3eA!zPP%wU<R(98P{c`sHTYEY
zKYG`6nq(z>CFh#NQM{WS;osuRqrUVq^L2q<XZZ#F7GD-cqF!V9d<R1Y3Chw;a?4S+
zOQ<E}Kr*<8n5L@6POzYX%VDvJTI@8FCw6=Iy$Qca`IyEHI#`DOm1wC-wkv6^&2o^j
z(QdWTV_^`1s7m`*|KLqYpj%Iru~Z0~rcEZ$57YXHbiNIx#ElwG|1vGQ0%TM{Hl@>R
z0M^)Qn_RU7I*lJ4maol&iux!H4B{I(T(;r>ksiAR@hS0RyjSVn@2cNTIeb$ergW26
z|Lw(gP=tVNxQI&?+I8SEPpjJLjmTu*vSkmEb4`)WB~rsA7sy?Ur5W<+RSn#6LjC-q
zW)6w9pEJY(vXdycnEUbsb*{hIRmJiU;yF7Xqi?-gE%uC_#MTd!nkoM@N7!cjpSBb#
z9owy*-2dg>)cp>58LKd^)zIz;qs$Y7+Zuvp4X%Yo59z};S;3b&=_KJR*8n+)XK|2m
zq-jNFN2_^T+JFIZaRjQVzk-H_NpEod;S67%t36^e+Hf$YTF@o`O(h_N#ik-Ps#!-}
zZaZfO6W>B{dJY*o_}&1ulvWfds8{wWi4Ua1rr3cpmu2=fRFS0Az9X$x8WDel%rAw@
zqUvTdZ-8JpDc|0sN)3r0)B<pf?2AW~K#5SPS8rY3KEL@2GNDhP`Z7bB0OGovb9;;)
zpWgI~aZpg;X^hp~mF7)I0r8PW0mZ!s6!fxkY!siEVFG#?b~PbQ;p`kB(t<-XYi@T}
z*OK%ADvc_y<7bCULjA*11B)&8BTpIc>ovJW0elX~rld-PcZ4xUh*fCAjuF8+aCPJw
zDCFNKI;0dYD(bt$Osd+ImB-6a6Qx4mWK8B--t96ce@+!;_F<<7!dt$s9jIQXcC|eu
z3H+M9OJ0l9c$!IT_XGQon)5mGw37yg_M059g#957DDDcoN2hD|;I^`K*8|e?m7VAp
zrsK(O;NMGBbh5>6bowYZ3hsyC(mEvb1<nNdCbB0IGo6pzz~pn<H+Mf16(Ak^>3JW(
ziE8ksM<;&vUtfwG@x8@+<QJpmBLl8P+e>7@k|27a?UuU`<vvr?g7K_M(yF<CFSd>F
znDvJQveP4^$4t8XxluuOSinBTfRxt^3@Pb7R;8@u2Dvo6%oviOtFW;U62k*-1Rz6K
zr*l~Mx6|Kootl?`D)9vLIY@aA9;}56aHqDuMAnuw1IQ*`am0b@qDkY3-?J)GZ?@FC
z$mzXt$(Rg?>a~ZRkjCU!>N3Gy_dpq^<S!`Mr01W7>DeXnmwLbetUvXzp~()whUmcd
zxYg^yGY8r;BmXSS#r$C&voxZwO`|y0Aq=iIog_ww5t{u8oUEbBV4rq_|0zMY24@qz
zD2K<=8>;K%$6Q&IR19@ww6wC~VR^t9ZC!zVUCHRxc<GiMn528T?Bsej=GX1jY<uP_
zVm@mE^={vs!^#>ehcHTkX80>$oI!I1p#WeLrm77k?SIJ5W-Uw@{JjZSW@UE(zKz5J
zmX5E=0m^h;_i!Gai@r2L$lR-y?^mA0%mz^5-K}wZL00eNEuOO?rE`HeiJhx_d+u(#
zG{}0{wo+g;2|hE(N{X)LyHExs+b%n(qG+7gTTtZ$<FWmGs2ivc#b(*tCoo!xff=L8
zR8R!2)V(w78^?3R;%F$u!^i@6pi8Z%3q~`c8oRS{%{NgNQxUO^^we8o1_)}-1<|76
z0BDpvv5=7tf7jbgCPRd_QQ5~8*>O}2U>|z%9uKM!H=brz*=5w-Gl=}U6+JN2Ib$XM
z<c9rRQe?%OlF({s=y&h%Z^=7$RTf+4$(5yKiiea`Pg0T9n-rOe(!{s5uqa4|&f9J8
zJ3!ja%;fGFI04n`S%x!X<m!u#Ib9}UfSCm#f+38kolQpl(kn1njAkPlAS;?^<VT$P
zJwu3THD#`wvl@}r(LX{>mUdkRO~nL^n5ImgDXPJjT=~us*+hM-p373Er*SeApj2qq
zSCh#4VN`2!lNI=cdU=(|stKTmd_>nHgv^;mb3#-c;iy}sS0jW~5MGYU3>lyq?v^t@
zRuqENG<>n-MS-en#NBoD^pn}-$Xl~4)f+lXD5})dRMDCCUaZ0cS#4>88PND{Nc=*F
zjIA^iL!)2h?koZ%L2Wx%l)0d!)o*hza!;)bz&E{;$>$4}KK!bLnRdR}9S_(VfkWQ)
zM>%Wi!lX5ih_<Wi&K$!A0pTCaxzpt&E+9DqMP*501Ty%#vD$&}5#M4!wuT|~)XRev
zSigZ&5(HFmMz!GxEJBW{NMgIxJmrsw_RGY}u>~eL_}*~=3Mg<I(ronTNd}!_0nGcP
zywLki)V^Yfg3P=JXx-@UNqi6QpDFi?pWkO+=7&@aw!Xi^OqFcmJ&)I4{u&mG&d5>c
zW>n}fUa8~T30hqRV^7>B+@?6DlD;dZ|1)QJ(TCYPZ}q6!8=gG6{4sDGuHM6j_n5a@
z)08;qVLl!t3x^MDrzM^=Rvs;x#l6xyHOJ~bYc&&(^To<kRrrQxjz{?D=>&$)Ds;5x
z8CZNKPWrKb%ug_TCY7XzyBm&=J!}u;I&iQ|{hS@1G~tzKZ&Lo2U;zd#E0aN`;`tHQ
zAPb%-B@?g=@+8w1G%7W}?Zj!$#vWuYz&SzsG=kv1Uf-2ln2Q^7lVH!@?nuAB(anft
zlMxxg#0g9@69AMK=YlTxUoNUosr;4B7Yg2Pl@v%GdX_s1YgDL)$8JHDiJrx(u4CnW
z%Ne`Hsz${AqdYv8<sN#@_B#eXr9Uh%4S<XVy;tp`*IY=L`TE<iZyF)S(~E;5g<Vl3
zp$4>`Q|T2Xj>Rq|BNQ}RVU4IT=hP!$wp%J4S)wKMA>%3iT$CfQxbQ$&Z$WEI#q6PD
zANP}SDX;nuqtD&T0UVZB7Y2CI3vgq1bYeoTj4O<P6E)9Q?M%ZgW;CiW?1mM%TqMH0
z?=jpxB*Du-<&8?4nS^!*iI72_e1Gm&r*2U$mhIPxI#sq&0bEv-_wW;q3k(h<;@`yP
zRVL!q{hUy;`go{?czaq5w?gr|%BRAWSrs{-Zbd19sl#J3+H8eX#?zrfjc}}lSG*~k
zxtE#KRJJlzG2^am#ms#^1`DFA5E5^V;4#)_FDo=F0|c^lw??qJ?ZK|VZT{sS;)-y(
zi{{tgKRhoK)diLLCQ?|3rnPs^(3w5MY;4}$4LVD#sVzf~3#(6EAkc0Rp!_FjLLV!f
z7ITtNH8L4GZ1zuhQvx{?sc>-h7vLWHW%)$%m03L-?c!LJ;LvLjm|7buGCJ12XBj^G
z#fwj^iNesTi9`5?f4?@ohyV$*Qq3GN();^dU5)gyc$lou{bcH~5dJyUAfe`0*sh4D
zt`!(CXo<9c1?a7`?iMWYL|$O5K~aqn=4}zTBuaP)5H49$7R$})Z3L8{H)Pkk%ngg~
zKms~^=YXXfiQi`P8nn9&7*v9$vI3`B!K*bWGK0Ehi5~BtEJ&HKf1GS$++S&C;SIt^
z@4`=lWbaC~(qe1%P{SJJj2X?AgsY+?4oTLLU<E0pd^w_R!PJ^>0)Th~ZW7r^N#j69
z5X!PXzY0Q)Ko~M6`)}H&eVGGNvPA`LCrB#?2yMutT`V|Yul{GQ5M4KIrCpCt;XY6E
zGE?;0>T8Ov9ex!1ZOV6)ivz)$oI>~7bJ>ma@_20K{pMO;!{kV`eKoTK@YvUHF(i%?
z8v=NYDopVx^=3#vekE}S=A}VLJG%AvpSakhwl>PRRC3KZ<gxn;K6}UV2G$#fc^&zQ
zBF0eeq%A=}Cz!t-u*GY-#~*_SPZ&+e`>xEP8F_}p`*#CvP`$%L>aVV3GFs4fdj0L=
z)Jbn-v|9hVQ=@Y$FKH4_YX(R2B_^4bg`soomg~;My-4wEyS;J!wM4gMIJjfuoYHMB
zyFXv}oZ9`UH~Y%Bj@Caf>;Hb`cJD`+Pba8Q3@Ft5frK{+<56*@gknk6TOqN92rd)X
z=D!Fg#|gHsTG@b>dQMIaot;%m-hgBY=uV$N;_uw?SjjUlXt*A(1`OXAf@1p9%&Gz;
zvISUN-zzTl?S8(`(JT01uDHMJ))O-g#V216_+p&7VoD^d%!vVRZf4B&^avOhZXzRH
zl+-~;duTk24QLrrb?K&@%4W6_y?!)|Xx2X1dB4bO1YZyQxsQB$cCvWo^?rk14>iy2
zkvNMc5|Ce9EbJJ$p|0B-I;a?VwyEH8@RKfcen~Yo9Naj*G<OG$2#o9)K8J9UdIAzG
zhjU}z4Ac)!o$6e_pyh4Cq#lZ+iwXIm{Pv?o(fejF3>Fp#fQVMvAE>v-0xxohl_G%a
zwe+~Bf7*#6`i>1tASULU4d>*6Nr(zD1lAJqGM*oTymKP`F+8)!6&0lLySq85nx*qK
z?{0IdQ}dm7a_iTln4EJ}M!7OAufrX6L|M&u%YC(U36!4!5(Ih#%Za?w2(Sxr>x^Uh
zK^&NkO@R-LqYbq06B8~(yo`o#fmE^?f$c%v%Y$C|C-Vo(rL<g}BWCW%!b5mJI`!jF
zOTbow&l}=7SFAbwA;LCzLX6FyiW>Zbto21$_8Y&ydxeeI4PYa^VxWdgY2Wx2CT@sQ
z|3)1k=f$6L(@?|pd8PgPd5T=NgbO-B0hK*=>!hD!>=P#568nNpqHf@`%XJp233Sfy
z<90bgbma`0_4epP38>fMEV=9(n&98`I-!nwD%_jExnVQ-X}WHGO<X1FG~&D^=<|bs
zy`2<+H*6YBOreae5*mF+*Lz9Xc$Wehn^4BHNIr-2FJV%4EpXxvqP&=1lhx+K5`XTf
zI#p=M(py%iChf-K?4<hkUG(K6Xb&Q1!6uyoAw$}*sj5q`)@!EW4l1?pNA*zgf*N1C
zRi;DHs+a5MYl)lF)^$pDrm44U8JA_vsMy5|CEqjE@yo4d!VSjm+{}ZoCMF0a*u#y7
zHU6>;ziF-)e>?5gMhukiH~oHEsw>-qVp?nJb|yX`BXl|9#al3Ec5jp<SDyiLhhpcp
z`bhYz)W?%5?%q$`lW9$F*tu#Frg(8AuY<xH4T(8sB^PfDU&h3}zjDs+zfdVK`teaA
zU5?39->rAc6bK8bArvVlKpz@8osr@6o;JF??s(Q7|1!{zh`?Q6%GV9uNN~tfU_;gz
zE@roP%6Q~<=H3+3Y|?l*W7Q(fR(oe$MqZN9)^p&4`i7S3s;I;_?|P$<@(P0xy5ula
ziwC{F;%498FCbjv{E+eKjt-&_Xiwu09G%bNYBBqaeTPE2<go{ru>Vx@N|#||WCxt)
zp+FQP&R=MClk#$Q7tc?XusZ}o?w|m!O2AqS0-zNP#)zu;C<$}Dk2j>FC1tmER19=<
zrU>WMyxGCUPpU4%yH?O`rt=9dPVx)DN~%W7YipU^srykHySk3c6+RjotK{j|-41B8
zX6Nm#1=e$G+>@vsc2IhSgM#frNho>UBsvKRa2+rZd_%?adHH(D;xzF6bVwE5ojrVi
zM=3~AOGBPMs6_m>6`+tSGzK#N93bJ&qR6GiDG{n>^L@^!1<433jy4CK50ikNsuYkZ
zLCw-x{OU&ri0`17V+9{SeCt*cQDRZdfdYV;4if-&63WGQ7$1&r1aq)4QNB9Y_wvOB
zo1oZn|9R-BDZVHL3xLzu#=Czph@iudLx{3Q`+vh9eC8giDVY!u5Lljet5JLHcE<U1
z=`NQJa1`MQA;Jg6|Mgry9zPx5%WOCwKiGFI`^y7=4*!`47jN*6l+Gp=ZkA~J)M@fT
z#zrLbM(yL<r4tU2SobUDQVf8OW-venB_P`Ho`*hu$PpJ&#Q_b!3ejn8$Mxm;9sM<r
zJg_+t6DtfFg>WNFhIE?NOAvURoHS07XMc+Pgfcm`p5Hl^U-H$V&yLH@-^%xIlK;A=
zN3qxGCU9{&A(Sk_*+5TGS@Kt>)yOm~22Mx)X0CFXj4f2aTT*j7<GJsVWafNZqBpy5
zY52StDM~>=_V=1J<a>HOeINx8g-}>wNTrtIOReK4WB@mRMbD1n@%=&8pWsdkrblR`
z7J?B)H0+J6%inzd-RCP<kmoPCWM3uD{}M%1-?f<zfhTTh;bN!<0st`+Qm5L<_j#1*
z|A>1H@-)o2zgpH$TW9e9l@|yAx9<toK!usIgy8?kc8{<i6%&%W$7##Vf37~pg1(FE
zF367+Rd~3PrOLZ@Rsi<|aisiJ>{>Tmq&%WJLs*!Kj=wc?7gRbSDAX$1hmh|=6+@A^
zQDXesYT0BqVM?uux4QA;&XXJPzw(F%5Cf+~yZI?H!q6<i4UDlaCERB;XV(Pd#EkHy
zg~#9*GvL^7Gzyn8<C?<E<L9x-k(xw3rcn#Y4%H+dISr>R`}xk94y}I0CsS)xN|v)P
za8aN7v`10TnmZd7xf&Vc93-a6fg_6BT+ihn2I(zu5zsK2ivJwBkt#Y`$P1+`ZnE|$
zI$cOE?Fc?UWfsfg0JUbFh@O6~lv-^JK#WDsr&890O^pfhmE=HD@WEB!Tz(^Eyb@hk
zG(t3UREidJlA$kpb@|V7{)Gh$fDih5(<c-oLzGHG$w5jeY@Ug@#?xyqyI@iqVXaVe
zt5oym#XBoaS&9l=LXV)-J0SUK4rM;9PRFms4@hfDvH<-HjGbL$|1#v2`hn%hn{pCn
zgiVWVL?HBc9QVtCTK8r}Z9hYL#tcE%Hl#(wF;9soBSLF-ND9)N2S6tGQn@EMv-Ie)
zq(Tc>K<sIk)=V8Bpe>AibvgFnNfo4Ei|cAukUN^Vq78+((`-jFsiR+$qLQFIg0NVj
zN6SjYc!eilH>rXsn6*>jIs0LJhh<XYqdpf=lBt5u5(9^PQ5ztnqWPBU7m^XVT~v+t
zFg#n9{lDhq4E~oK5C~3r(Ku}PW^GM!@n`Jv%(N}~rN?>Nx}kMnFrG?QmJH1SN0wnz
zMtlRaK7J4r+&9$yLN~vME(m)6t+1OLUivW&QB5;rM0e06;T+Z%=EriLFb?K$&`f0A
zrg~J>OT5shl|xIcx<W>@moYD9{K83&EzU+wq&ozvwjrBVB|0TnTpl@^J@=cmZk~OA
z=d3(f7Gr#oHF!gSIC)81bqRC<GLVg0gd)N!RglTNl{Q{#Fh7*Rbeei8E)l6Hz}$Ug
zau$<C3S&kV6HUOwJ0-I1oZ-9D%9k6M3Dr$AhsswTsS!Zl={|bH=#Gn#aQHoTm0Kc<
zUFVvLcvJCJk_*~5Gma6e=MnyHB&p_}uS<hb5DfBN-lF?2d=yhxVfO!LFA(6cFz_#3
zT-<8qNWUyN(C$-YIY_^qFhL^Vr>u<RWDmfH3na=1^14fK=87l;Pp^#dlJ7HJ@#|4C
zt%NKXoAOcx&H&`7u<OQpY4B&UhZLb@7d3pDF=p&gGi#FZ7o=X8pZt6yi0|vYEGgxF
zASwSNbcev$uy&(JbD>#R+plet6Ug7#Fh%-MTe!seZf><I&dkt-<?V)JshHrw^TkrB
zSXQyOR7_;ADRVYXH7NaSR0FRwtb1vT!eVSSBw6PZ3Pn@bGu)_Sn@0nd4xEu`<3}LF
zVjxZ7G1C!7lC5{ObTiPfCvWQ5#*N^%wb=ShY5`Pup7w(X!pGnN*5H&9^^(|IJFy87
z$3Fkx!cYRV0ewLP=cBs9G=w*;dJM$`1muz0ijQVSPK1)I_m?S_Qgc?F#7vIa4C27L
z(&p^a8cf+{#iTwOK#pJzCDS}gx-K@+b`(mAA`RMonw)9)fM0!Zq<|>Xol%X1%1H>;
zw=$qV61nyDC@+cMHH6h~g*ou$5V2a+j|kO}iH|EWE-h`1c%s{rtnL~MGQ4!`UL$NK
zXy4p8@0WBCs(2|sZtR8`4a3^oLJ3C(Rc8`W>+uS0oPsd8(>+ISf{1c=9QE@PZ10<&
zx)>?RWmo3nz??B4TPhPMq*+aEDudq!4y=D0x1dx!|4&_1uc=`eozPf(HB{&7sNer1
z-I)?ODcv>9$ft+#-m<RP=M2$X3RXhkzB{zc(|CLD1n-`>Xe5wSMEKnW3O&%Wv(df~
z;TtEnubHOzVJM>|Kfy&tn$x<G`+9Vv9K$ikfxP75Bp5!wGX#+3a?=%N@e_N@*|r5-
zM&*qRydESdnUs*RWyMOdC1X*4N^<X-&WHsoNcT%;S);qjjqbyZl+R@wx?xx*4~V9O
z7MZd|Q4`@^$Mnt3{9c;c9xp(Z60fwUk~uTvn(0+b!JJE*CsUw9rC`Ynq5A&!3Q9?n
zO$S~4S<CANtj<uD7e)<Tl320|$c2h1k+%zF0^UXzCzX>yZ%fn@<y*l-O-04j9+G%B
z(t0oOztMsl;D+M+Rn_iwhyDDHROJ5DFGTrQqIw7heshbKcV21e-QA#AjR+g8dmO&f
zd7__LwR`E$4GQ+@Q%wWd><U*xX;Qm#lm$?f&LNhBnwTj9L((>_zZVySccn<SV;}T~
z4FCQ@CA5i!_~Qho3${(HGe>$@j#cqDatz;*A&oBpUb!K*$nvzpf|*wXij2D!OJ_J;
zVC|P>r-r#-qiG2M;|?y?Tn~`t{!13uZJLXIf0s-T!=M=~8*gWgAe#m$03Tq;fH&xc
zFc|9&XeSPhqskbcp30k}qw9i%JkyV19&BRq=5e6xk5*2r9OlYOfi@BxDS<DpZD2y4
zXNw5@Iupa4i}dS7WspigxB^K!py|zv)c=KT1~Nra;MJ(YEebK-^A-eN1opmt4w-E5
zxOhck%#szgz`0z@fdMgIg?fEzr7)<k;h7pLw!2}Js<}7McnVTwp3-;RyBw%*48pWF
z&8)9`5P7=bbixy~Pe!ZuL6|NnG~M7|-H5i@tFb*SKo3bFCB~1@a?KXr$x-f%1}qhW
z^;G<upV}0tkRkI4bm`E)_v|(9SS^v`se$y`eeo0aWeH$lv9W-M8@ue4FfuWU51LS{
z*jd9^?iwnH>;gO$iLm-nfdqBb2^d*IAmJp?%t=)UnIt^;H>DK+ZUQN;bcVRw|JlOh
zzfdb4&oZM^)>qrhITi#aN*n||OYsD;L4^?5D_!A?r9waY>*LY1b7b&PGz8CNE|nop
z?J35#DyBZmdze8+K)Cg*B(br+bQHtIs}lb~SJ=`vwPms2)?(aeelwNUiZW++0)6~H
zvMvQ~D+zpIV_q>{K7)JgA-m$ieIpK?sJiog@GfLQxq)Ca=sVMRUSci(A53PiKx*#>
zGtLJSnng_j`XBN2Bmflx>bB1P2V4EaXw3@9$l!<iX4*er{x6vR`-Bb-?pwN$`5&k7
z&pCAe^7~E91e-tedHNsy{^_}X27UZB2_p&Lum4*pZh#o{T|jpM+6>nxthJIe-#?tU
z-AHVII$ye$S4>NBXGr|~V^S}4eddbr@NtrgXKb~NCrm6ENd~H;v*dwHK~FlleMTfh
zW{@5+0@ADJsggocJxxw@S)FNMs(FuOc^0Cjbzo>yKf{ihne+wBbbL4&(v04BB%mM4
z@Z?7oBvfZ1Y6EVCFaKMSG|T>NAp0w0IO;SXH{c!ME1Eae>5>sOZCg>t>S0$a(Joi$
zu=loEXgt?wwEU`eVBV$eUq7_rO1Xc36RD-f{c~rcDL54wwsOC*hEK!oM+STAGE}#X
zw~K#9?uDEzgI8E4hk)Uh_LAu7yU8de&KpDr>@R-3cbtd6E~fD$(b0{zE#HfyCL5h&
zAIUnu+k`AwW!T-3zYKfjs`xzV^{bnSg2PVz_dOgL0l?;YV?|kFL;5I&d;1q>0ZD6T
zxsktb(m6K24!-0d@O=dXl^baP6)K-=5EJnL%|D(Y^-`k--iX_^P_42RG`~UJ<wn1<
z?75-2jE~|Q`*X9$gxE&qB6wD(X8yvkF+4iuQTHg)o?*6s%TSJ{H|c8jkXf9{1+poN
z_}LdHct*8mif%bp=zK>xp)Bt=e2?)ZbNT!rV?-3=m=(lN&y9b|gIHgMBXXgDK0(?A
zyzCj5iFVMBhp2z+%>N+9VXZ6fX+ig8wsfx~W=btlAk1dgex?<lS23*9oUnExPv_kJ
zQ_IOGBE}>IsU*CqXINHqJ&^#9!C)PXpSzKi%Id#!CNHrKDgiuOtlWCte6(NOS5aYR
zce8tmyKuEsM985eFs<kDD@%Id*)KC|e6`Q)4KJCsVHQ{zDv91~*@?jL5~-C8oH72R
z%s!M{HHX4j{Yor$qbk91V(5mlYp+S0vAmdp3kaq&a}M6uc>R03Ry@Lxn3b^ZDrH*S
z=NGv?|ND#0p||WL#=Op>qA+X75t3<3tlS-+WNOT3$EC-ZH^=oKsS#sw(ihob%MqG3
zm(H!>lWiNv@RE2cA==<^GWAS&sfAD5gl&uLD%5E9tAG+`*vHg{nc;Z48~;mifg>@Q
zf6j;HTmwR;lvXp>+hwnxVr5R}%?2+kAF)8N3l0j|mzZud37em4CMOjo3}mTcuAdl;
zoI8fCiycv2{@U4BQIc}k)S@3I1{EE%ygksM-vsnVmI^W|LOzJ=fh;L}05}M3Y<Q=e
zb`X}gkFWrI6w?BcrrG+jGXgE!bN;-Sn1$%OvBnB+JBwl4Rn811C+>*dkU*Q3@nH)s
zYZv)l;(+wjyL`>sx$fc?*_L@Yh(M!a9@zMUb8pRdyj#)ViP_iJSB*>8)@x|+<gO-F
zD6qTVP?>{>BY6_MmXj4v1!0bIg3^aK6Fy!nRj)^uGW0zL!Ie!{Z}c^<R5tFg%vvbs
zrD4mo8*;hH>?kX}0hKQ;sykB<xYlSRo_}3hoYkw<XUK+e>sm-Dx3@<jj<mdajL{>?
zoe7<L!r4M<{VE@7vzmIZebq}~s*{hasN;mQ8o99z{ewqC)jfYg#?F5wV##v1El^oz
z05_l{eKlH<G&2lpTDL~X?!TG><C-MQE@L;2ni%8tNWTtvfbe39Ri@xE0QhxZ9aiN$
z=Y5Ddq7_PV$x>pa-O1ty44#G?L2=zhm}A(aDE6L`EuvjB=<G)&`au-N80z$_0)TF(
z4@?8W-!z3J|0<HkOSzXc)Lin)H3NZ>?1c=n4<f8G#SjD%96OwNv`<_*k6cHr-@MoY
zjT_Xl;nf8KXAtipgW=Hljl~=d6cf&NCF(0y@`l}5pwsOY&9DNcG}n7nxiRc}t!Tdb
zC7|J(nA;d3hINlA&X37^bL>o4jX6;4vFUA(!(MHEW3Eh%DlQ9OlRxD4jl-S&ig6Y*
zWI!CJt0JBi=1VpP8!bC#vgDT)3i7>EvIr>QaS~%`2NyDR?+Utb&&A|HOy@%pM6*w!
zuVRv@TH?Aj=j1IPFG|2cHzpsYA-^vby^0{wlv*NV>R><YZDp*1I1|Chi45|%(d}`^
zoPda!3-VZAvmO_e@pqB}{HW#0Kn(7)b$hn3K;zVYkSAZsxC`Vj&cvnK_McJrc%VWP
zXFvu73#KS0-;BOFc8B%Q<0kIkpsRevUL*!Uo7?5!^4Qng^#Y%7P8mBAA;VQgMqyVv
zcZvohty#i+ILR<=QDbmeXy(oI`t4+|wB-44j9DdPsF*^cS2TVoFb{I_W!E{>^O`s}
zWS=Xl!<PfUpc=)@RN()&EejOEn^IWYy>BP42exxE_x0_;uui6cs#KipltrmdjX?o8
zy>5}l*f`d1T-VC`;Vw;RDhM@%RaFx*{~4#U>fw$N_+<lQ!)x7Tt0Jl0qA~pS$reIz
ze?i3}OiS_ppzip}tirPq#7FL8&VDsbh&XD8;d*IFar#ha76JRs1U<7RD1KpV%Y;Iw
zq=a>&AG99N;F$7onDU6K*RT_uq4YP_piCEhB^|?q`v=V5x?(H)`V|H0OvR$n!<-VB
z=Zcw}{QTS~hSiyUzj@h4U2<21Ro&fKACHigPbp<yiE2r$xWg0yI5-I6NwUaN&lwb`
z8ItL<);jpy{2vi)OaDFE{dpYF;;`U1Y%hE6kVDksi=ghi*_2e!@KyuAZgg^m+QT)g
z@c}L@H0%aZim%4lP+UF!E~H5!Xz<dg{YtSwR-|^{_TKQAg7!GPghFo}iEV!I?bof(
zkMouK9{m`o|9Wr=MC`vS?m0>^JB;&tfNU<l%m^G@(H}^e=y(EOsb?>jO!wgCwUbhW
z40eUSfSQN;UjC^ec*BZ26o=+HVfNNp!IE=3R=y1<ZM&o?prXFq-b1Xf$H!~-m-j2v
z3dO9-@1XHE(VqQhaUq$)2pJIuf*a3s^=Y;dlmZg;#w0KxbY8D>p}#21@>k{Z#CYCI
zfmd;Xa1=ZUws$ukB98y3hwM?dumbv-)T~3-&<N$doY!WJXU2fYE#YEZaJ`mnyym+1
zPZ5N|dX!Xp=S-^t;dgWGN2{9Fl#3^TuOM_G;XsXG;Eh#wNed4k-#%Ry**dO1z?pa7
zp$-Q%-(RsPaly-6X(3g)$tWjR*b!%tT*ca0kXK`}gr;?N%*^8VFzphI_@U6BTLq>5
z6u=dD@kZEp`h1bY){a3f`QgZq67EH1)0{yP2`3!L@NgRP(Qu~opze}!Sscy$24{<L
zOGtT2D61nCNiE#A?t0A|^t4K2nfrt_;P`aee?{e|-BPyKXCoT9dpV9(x`{|`fNJ;1
z7sqy=6LuJ1+^dCnuCHHWLK#e=p<bV8efE_f6LNu98FW>R#B+;&Md7$6`_uv@B)X{_
z*rZVR%I3TojP`lFbL^d|qI_4dbm2TR@}1!NdJWG>Qh;V@(%2XGP8&3#w!kaFSGQlt
zxfnrY<$v&v{B94^hb?p<*qmV*U3oANauS7@ek5nX`fO!hJez_?gOm>?jpT=UK`)5p
ztrOA%?&KiR%^aF^c?!Hbu|z~AaCto>wOJR|rforj;7<w-sria%Q0D5CEJ(Su=8;Sx
z@rt<^Dke5@Qnt2+bC0wqb<=YNaRgg(vK-pHHEie%xrg;{v=rlM3)2Y}TFMcrpMMbe
zDGEG?!m)1^QO0F^R;UL??St2`zW$0&GYRbZ{?=5<_G+5ElJI9JHPE0z-RH<`vYF_C
z!RV{lR7^r<feQpdZ0U0(!ckQ?7C+9M6GCLQ*5Nqhrw-~J8;q#JX9!15#b);Nn#UXq
z!We#fu)vSI><;h}+#4dt6~(Bs*1+OOa?@kFrNkiBk{<DC7%UiI;1-SxMuOpF4ams2
z?Rx(fxuUT!ovxXa!*dean5xw>^#t)4Dj=kiq4UtRgEyW9XHEBO?--20H@9b?WV$0I
z!N=?LpIKeeRbbiQJu5M1OJ&9x&mTdHvOY{ef(gpJp)+>7iRiZfb5fH&Ungedk>ipb
zCFmn8sKRV#wm9=G|9cXFC4&!)d@Jq#s`WOU^9tDsdzdNp(``KomNw}jd=dy3GD1DA
z-4KwS?YrPV8ursRumlmV?yLH6W4Vk@U%xZCOHK*qw)gg+R%g*s$HBJ(J{Xh2x@>Lg
zw8I!UVCCM~GRA4}O(76a70a5cyDWFw<Hw>2mY>!IS8Kn{qEm|>_g+GktegmVF9DVR
z_dkW?>kOgAp;<<vo;|j?IL;jTW^_`cT#zD}hb7yLw>RE@Lv_mhe40QWWWW^ZrxO4|
zYf#8YJ?auFQ4T-8yRY>lJO|p;f57ycc7Hf1TAIG<nkKh7%WN^Pu`G3&asE9OdOu5e
zL0K*^kaq3Qisc{(j8MX^9{d2uaJk>@OldOb^;TvNQvzXCuh`kt0tI!y`*R%2R|`o*
zi~int{>D`WDbs&FHAqbJ35<*$==1_%bPLR>7K<MY)L4G0_p9zHD>Pv&(Ghj+&kwk)
zj=4QrGC)!Owmaj*(p3fuSi3v*PNqihLb7QA<Z0FMwJZz%0va?lF&=O9^p+h)Ns_o7
zyHshmdjoUD_jyhn$F&Ua&7#*zFXk>fIc?SGOGEEhnw8^p*g1byWpTA{sz-I60;Hp7
z8m-BFdXkvG&=Ww{{h?G0UG$Jg^Vtz>ksQ>G9(U~=s@S80s+6_Plo+H7!A`?#Xeol3
zBr!?UGFoS2J(a1hoE#_6UJ%V}XzYNHznh>M3)IrO7#J4c_$rZ@#@^_Cf`JUZ{60F@
z8^l<3nhvQJ_J8?&l~8j&7yf0Lzo5-KnLJ+6x3uI+iSb6ZFKbN&(wk{g{h-LZC~jRD
zAx^orQfH?fI%&Dizz-+8s|3U(a<+(L<S2IfFM%&|o%a#{QqFZPaA$y%+4W*}(SIn2
z95Q>nuN<~W{r^kS|7D?%FkcvMog0Tcp8Iq1=1<fkAJ?W%C&#ayJnf?q1;#hyv<Hb@
zOVEvKvgvFTF83>7*QmG8*yRR|F2NCxe|yxeUe7ZJY6@p2tvr=cX;f1Ei2Ft;*=@$y
z!gos^r=7DO8>h%$7w3=>BOlu#0DZ=)sgHTiXB;|Nf1hz}VPx3B`JNm<&2!jz_fb`w
zrJ3nlWqGr+Jik?4hhH#8XL7+o*$RE}9d1Ql_r>eQ(05IcHC+dfwyA|tx0yovL(f&)
zUOLe5)T4oOI!;)P$y`-tRc4HtJdaw8FtXgZJK6lLpfo3<Y@2g-VC#a3|6(lzX^b7n
zwM~h_#{*_``iLY)qybW4L$>`FPtxG<Lj$%RXZ`Ofl*Fo?NlD`VZ8_qvocHr|4sEYj
z?xA<&qqrDXs}hPIia<&Tjl0r#SzM0lQnY{HKa6X~8ZW6wy$Y&&W(Qkp<0z}mH=5gb
zlK5(M{AA~_`Q{3ZRrt}igt<Ry$M9?4QKWcwHu<Yw2IEmHQ%*S&HtGzr=5$>xOCwbH
z30VnAyLFp?_lr+eV*5jo*ns)-DZ8LgpmiX>$s_9Zn$LbEG&<aL*ZW$}Hhx26K58$&
zZ8yBpv~lnEX>BUB4Tebi=1BHtq1{_ub(v$Xm$zChp{5<>UqvCQbd5PG)q~3-n(p-H
z<Z(D5$<`Cr(Ze^5$2pQ*7?kHB_co=4E_;T4`Igf~#b?t+X`GmW(Je#ySL>&4HYZc6
zi|g);r&W4eE`L(4rLTb|Q#qdAZ8Z~NAxQ;5C#bHs16!}+)l;RH$2X{sS~OwBB5)j^
z&fb(?GhS=?J<mblkj@rghauwv{E-7_#nSM8{1R|;bvfC)J=1)tI|0s}5nVhFR78@(
zvV>!ztp$_{tLl3Rt!`5T1SxXd4?4al$h=p7Ran9VJB_07Z~cpw?5>Xqprr(~e=Jb4
zV>aq3Vd@}AW9X~SIM2g@HeSR^JA@h4${Ai6dNjP+x&#hzj@SCKaQO5;I0~(Y#6xCV
zs<LMrB#uHY;89Um&chdzEt?B%*6^ecnu+Z&{l&<eNUt0f4~B(*EC1b~0Cqt)POz3a
zgez4PM_0vbwD_mYJFp(0yR&7BfRSf`NHI!+k{8Lg%&+dS>a;4lW>!GfAVIp7!%G03
zzQ0BjXih|{BI*Hgslk=pa8y8)-exq!plLZ8-h@@JQ>)d&1?Zj;Zin#91LaBeoU>Jd
zWDFMz!7arxe6^FNW0GrY(rSkt*Uobn0r;E!U{pfz6$)7u6<4Pl%T$i)hx+(4W)rUw
zMR-pVC23<cu{l`XacB7aG|J~fwN&|ioU~{I)1(X53>$M_EhRm*>$uS0G=G5tDvj6r
zi0&N2gsFv#QmJX+yr6^TALsMT;T+dveZ<Ihihk-%;OmL+>jl<)wNYBk-#n17kxEfV
zvXZz+8EP8xhkm7ItN8pbPL$S&(QBjoDPrT~2mx;GTw#+vMSz>2;YWUoGptByk!0FK
zWz`kt-PH5j15M>)u|3N<61C!sMZJ(^n`)G6RmIhT!O?T2^Rk-nM3e=RXzeGuYm);u
z-6p)LXjm}^b(*?bSFaX?#pYT^?%~1or4f<q$Y>ZzWMnE$&B-?>t@Bxi)SlBlwy@(~
z@#GOvmQ1N3wKJ?2j7f@%)CZe=9cfTD(n!djR-7=LCM9dNsUSx4beh$>3>)7x(-6vh
zrJo}slzp8bHoXwZ{Ym7gTdo-l>|Bol-N3$tfp9E1L@)ti$>iNE@1I&#HY8Ej^Up75
zv`1B;Uh{E#L!*o9sbh7z&3iX?5*4wGEDrNp<&0sGsw_&;BgSNLaftr+vy>YR>;=ZI
zPbw#>!~S=-7ZO4X`w=;)w{qkrU%lX(a;Ae$%I-@_jVc<m#b4o|`3PlLV;qTg>wEnR
zX0*OZvJKhT<E6-$2&04-tBJB7f>x$HZ3oWv1e6R-RQ?8M8yUo-c}%Llaz$1S5q<iA
zhJ8~B$?W<sWJWao<T)Y5uT57{jpf)bITMNRxBM>N9ASu7MRw?VdhaC$%5Gc>7grSC
z3*p(3!~nxL2tCh>JMxWVTpJo;!~r(_k*4S*Zr0PvQCpw(i>s__KDxFP%0kYItITV%
z^O1t#3+lc*;{JM+Vat6RepY`Ytmgwo(hzE4{qY(Kn|Im%ts=1{8!iSoq_<e=+hehS
zUY1ps%OCH_V}~q@^0Z{}x`ClL!PA!5&c?>6gl18P0Uo{o<&_$RN=<n3f=rUohn^aE
z(okN1i-<_BEa^vd8>=`7sQBXiI0q}|75gkFv-cs6sZP1{VJgnQ`C75V?{ZFp#3a&d
zbmB5~p~TP;9e&sm8aN`<s#%U-?1_DCjFcg@cp0=ffFpjy`Zh$(?)eRN25K$75OV8;
zILAhxeI@^4qOAQqxm)mr@42#h$}rYY))PgAy>+rpFS5)#*a-&QV;TXTeFrR!gZa=;
z!y;L8Fc%%PkxXLgEc{0j*gRn$%X4h)*T7mnGg9OA{;Q{tb4W%o>2JstE}%-x-}&@8
z7XW1GzvOvHtZJBhtcM{$nU~`bJW4Kdi-yF}R@T4Z0g11WZfBZChpUECs^^_V;>w;%
zmXG26*_hEKVY8~&_=@wP)Y#&pdMvD{91l96?{E^{HF@Z=*h4}Hm~bLSI#@%2d(6Q#
z;_TQ`GpES}h`-x2nKE*FdGr2VfQAhj=iQo({AFlMTiBZ%N0`x@hxl!sgJdLK0x^<Q
ziJalqq*+_x%ppRU%={TkSw(;FimIT@;`kfPH{E+p60AR%Ah+chS}rG#IIAyw?+ei!
zuKOa`gi^C@!_nZBUMAu|s5_{-Ql$(l^pfVr*ArD2s_hv<iQw8}a}PtrR{<<OLXQF3
z!2Iusj#{|fOo1#d)Z-i5aRwFjhIbu)`**Y%ZFOdEytJsWPhdN$u;GC>=TU;>tVv$5
z-G<Je^I690*mI7fHh}ChFq{532A4q40T^nI>YkP(aL97kt)FM~_p5r+7*1Pw`yP(V
zr&}FpnO%Hx5^_Dv0~`ELLwI`*6cCOD=z}RwlI#<iwU5xU>ZH*b-M`(`+|A)3SudCf
zV{n-G?U}XJ5<~r=osxPbfXn3GV(9+}s}peXLCsI6&wp08<*my7F;7p}G3Le%{b7fs
zyoXxI?!@*ZeT-tdAbrCcA04ezbF8;nf@R;~r*H*=85xMO7+2!Rc2lgFK&0qKAVWA5
zSffR|=hIwE2+J+p#g~(0sC+DBTkHUlUL@E}#uZ=iJEGQKQGKU8U_e0}SU?jA1P@xI
zm2z#w<%SS0!S(%?3%mN|?ewrEEJW1y#*@xh6E_p*MMKhbdZ|OK{RZ_aykSkoHZ}~^
zRZ4!a(AurM!~H`ogW8ejoIN;cM{J{T>LwZWC?KOt0#1_8(o7sDp&a1!(%Pz#<engK
z``|e;8J_aMlDoK5)S{bx+vhO<&zC=PNIq6)eOs%3ds`>%7)L&zlS!8!_G?pF75tt_
zNEy^9%Ud;gf6|5_7s>NU<5;n0Vz_J6kp(c=v@1r14J3Xu+R3!gnyV8ys+X^fABGA7
z&->%i*tiF5g#vGQn*D}Ou)Z)V3*b2l(zN|3`zzSn$dl>A!`YhwMcN98F&?%9g%R0#
zo>txAy^UgVHpLqRHrTmt&=$~n&Wec$h6RYW6A2dd-jKg#8=!hm>v78p1SMq-RKr)!
z<tZZAu0a2k(T1YNN5NjGOSQ&_V>UKxfbBsoO9}c2tOt=h_-0dLnNhFgELK6JB-W=O
zBbu6u?;yV7z=M*rK(Kzlm93QAc+{ZrcBNYuvs77PFCVnt{z-WkVZA`RlZmj8u!<UU
zl%hfi%5NDW&}Aw1W2%Fc>2!ACiHE1!T==JF>Vz>m-iX8i>{jo6@AvleME8Xs%#tFt
zVeKp%#boxEq+ga*va$AY{tu{9z1L8v-Kh=J{o1H1r&)Uc0ZU6}S~}0po4xfnkyp@-
zSr&rYE+!Y<wD0yZT@Pk1W(h&9cK8dLRteHVUw)fpYt%$W;bVC1PFqbOnMQJ8u$X#s
zr;ueexc|dduds;miy@w*%*GS?D38&~(!Ns<TwJC9rSOZ-60H80VCfHZ5Cy*KczbG!
z-=$*JQ*C`bGHEXvaZggz&Nwi@jM*TaTV=QaoYul+HA=|r(Y~O1RM8hyr<C1o6#c^c
z^h}$Ip;5O8B(3xS+<yag6c-Y|aurfQT9`-p>fiU{cls{3a#81uOZXe^NjC_y%<grZ
z<@@4eXy<4_A1jcr-)>`k?`$jITX$P7V?X06pE>5~f;1BX60%6#i~OU_Y)O8Hc{CCJ
z(#Trdy7ANy929Z+pV{D#!fA@pQh31HKF|q#|DybNE@JmsxaH>NlJSbD^T(9Hj2-va
z5!58jhvT(A8I!<MPf6!kTa}i?c9vL97yIvj>Wy9fuX^xDp1$303pJUYsS0-4&rbMO
z7gKzn?{?~5uU1_8Z-|)=nw<hqlOW1(=zH^XRgXGhee5KB=yUzEj4t5Pq{O)08RR=L
z{LgDuQE@YN62NiZKMQQSJc-snD;L<L@s{g{24wfrVabDs`U{7vp=bCgP(VHoN#79m
zbm*!vjAX1p(&$ulA_Bufoij{SgNNv=2V_Xc!8{F*3RO?I#+IX6E4dVGn9*09vQbmE
z+FNz4UrQc{b!~WcsD2#@pY_NPP}yhjDB1jS2HsY2rh_>N>Fx4tMX*L|e;mFgO<?um
z*~*HsjZRo`qYWuo0Tz;VFAxUim7Kex1RtS8AekPAJ_AI!-}0-X{@$;z>&?9$&8?h$
zy)c&1hqr1>k&n7_yQETFy$z>w-BH{+YmKl?mb8?y$4*{M@BCoN=FRS1;4jf&-MpMz
zrcT=RwMoNOugypJfS_TrofkEIdz~@s0xqv7pVNc%>CMr#pfJcTuOqwXv*qsFz4LB{
zlEr4^q|*t$^p!NF+r-iM<NQ0a8EC?l<~tT^a(!t1l4COC+MgiYU*>NoPbPIv+Zl@E
z_qj?0Pj${kw?7YW?yVnw+PA=4Xq3H>Ob$GpFMEE6%TO?@U!k2`VnYzVv~PrB5K`lH
zU{CKj&C<Twoht@EjP`LdZq=L69gap0fOC2&-+B_Ud(&g#V)$jGeE4LAh1Bsj8a<ZY
zI2H9`=GWcdI2E=q?k6$)wLueF*Y4NmrKLBIX{+h-(S+Baf`V+nTVj9MzvZ0VS4Hs;
zTdUOEw%TD@*#~9IA28@>5jf22DL`<gT0|aIwT0<;hjh47x_n4~wRIm>UB5eXBc9Hp
z^RHR>E<YKc-iX~$2Y(reM-Cse!kf0lhS{}n4h@IFXx0ThWtG@s0x{EMs})RYQ$qlw
z525{ROt^)K*~8uU4{ccAsE&-~1}ev;ebN*+{^Sd`N0p3Q$Ry6<9fH*LL|DiW6ISj4
z;}1+YXYuMG&ZauS<rcu+lX1H|?X%)inX{+2IXVYjNB<d@{iNstCzh|Poqdsd2v+LO
zJKReBQ2^@pdNDX85-#sxxgnDPev>{qNESh3btVj>ET@KRV?{sniP;vY-Zy?iygOR8
z3d*I}v6EX3o=Jmn$YYb~2HuU>;|SM7WeM|!{@O?7!<#><NB8{>hAuX-w-wj;3$a|D
z-!$ED@K{{%Pim^(;ElFJ-uMQXXmJF5=w0~JPukCoWTzV5ge3@kFS#7Q|0IuW`+t=E
zb8w_l*9VGDY}>Y-iET`5+sVYXZQB!@9ox1hnOGA$IX&O|p6{UUy;V2=Je8`h-OpyP
zAJ$&$7srY3cnQ_&5g1mM@j1O?T>;@!ktZ(-=wicJF2B$eJJJ+<%xQ2-HO!h+AyhX=
z^)5gp{>@eB^?rueSuk*}zL5~l=(|t8m+&V7j7=!5v(oFwlCk9bCs$<va6|9Mb)My|
zki2y?^B7=xt^&S14+$OoJL^{LqoCwvTgH#{x0_JwG#+z+LP2{2MA|j<9^G%M!?!9D
z&1~~F^TwcTeDjH2)*2hIixbh+lHd07p>ikSXgXtT%Oi0IXW-|DGtAWK(0?^;0qZb~
zb;S(+#mr8=OQ!Z3l-rNNC3;3E&Pwr&@(`<pHr%5*gUFgXtL&^*dtl3v-Ef|&m~zEk
z)upA30`z4%kz|I<@}z(F*QX(VRns#-%h=^w?d5YV+++SrCT7RhrT<n%XTez!ui<|y
zKZVcX&kDsJ#y6}YrJ^zhp|Y^gn*=&Nm@Ren(*nZ5>PG$NV|SvpJ)a}zdG;{vvyBDs
z{*?M?Fpl{;vb#zFu&}mP%%st{Md4iM3mcMm3refJ9fZm0Oy@a{!az8cSk-4j5pYUu
z9L1YRIR8Y5l|@Eyb|CqT@It)Z*fu{kX<OgBe1Sy<SblRRQs4JDo;s_I>ly1YI?EJ0
zUY-M)d#DOL+?f9seAhJf!p<WzT`X_I`15Y%eo}Xe@Z^Hqd!3EWeA}C%p-m4><BtZ~
zr;vd$acMx`-zgqh)QlSo*7V36N1Q=EWRdRhR<XtjWRUHFl3g=A+(8a3RM-4aMFV-m
zF@ASFy`T?Ni<&}OiRC|n+4=CwpqYRFa?bAD{T^D5Fv$BQdKdR1uoqp~X-fqN!5qtO
z`SnUMLvgX*_+I_>jn=PRo`eme{Q=uzG7OFeo)=h_hueR=5cdsY##i1jVXtxb3LPBs
zGl<?0+<d@5pI>i0UhW*KW>f!O5f5AYo*#d+?DJgs_{q`M_rO3y?&}6hMee8WkBF_~
zc`%ytfznhB)J8gucP~>jzm0TB7Ke81L$Kh3WUEpdAsv$VmAEr03#OlO7EW#+ocRv~
z?MwY9QHGS{^i{DclY{2PA=)HiqgLz%{faDCe-unV?w-$;r&@1gM)P4u>cXOTTbo-%
zRkZFWp@=}{za8y-eH+b*o2W(Xkl0elwz^%?izHI~z9V?Jv$>wg%|uCjqE$z+*ijXS
zI<4g0oUF(>-xpK`<d<72j~9+_e$JoOb)m!NsP{@g2uoZ!@zTuifrZpU$5^%yn`F2$
z`eHgbGN1_MI?Qe!q}LgyK$0<cY*BP1mp--7O+eRw5@d8sx1ZIP#<?`4*my*n$S<I^
zCvbbu&(N=PpUd?z!EHY3PuH_}8Z`|668pel{peE}$eW&7yh5-DzM(_mR4Rff4Ch92
zK+5ewy`{Rmc7L8{Cm3Ur2C#ucjvrNda@e?gy0ylAMcbYm<DZ(aiNf_J^O^Q8G#tr{
zZqN~&*OCJ+G~;hF?+~uvC_j>611aCKn)*-FX2O@>`!TTO$Q){~PB1)|aKR-q(P!E)
zei}|?_if#Ku1+jIa-52x1S*BO-BD01(ZWy{{w8szGf$+)78IPNEDmpzWHLay=0Df<
zn{eH0R4`OE%VMhYBc#Ud+d6mH1H!ZNs)I+c(DaWB@#2AqEtuu=zP~D(y1!|1K7Pa0
z6O0}4Fuj5ve|RreUL4<a&gL{l`C~0&0(_R^G-AX!_hNYCj@P@!t}kcfk`lcYoqKSU
z${BX4D^&#ERcYNZis^J0sFC1I;9u?n-WAYG)u4P}D-DNwXk1=8Gp^6mxzjDxB0~Ox
zctR*EfkQ6GA5=rtmLbj&$MDSU4F%P{52;A20XIl2|LD*;%m^e4$OILEJ*WlRI$O=Y
zp`@%Ty__+Tc{dmtvj?O4We<x<t=DC3QeMS%so*Rp;9<RR^=am%ZFYdIt`*?lGVR)8
zce?zDwAOH8ZT#|b;NWTS^(y%8#Sm|nvGH4PP_ob@@hczD=5POpdlCHnGc4Nx|1Emf
zsBYE<+wSG)&)r3qP0l{$49fl9)seCMw9!mg3=5}yTwebeeyE`{1zeG>sO~uAVSPb7
zGW}+Py3i!)in$O9x{s~p+Q3i91k7ekT?EtAGPR@tdm#~NReARZ_$yDgDpWOy0EDDH
zDpoQI^+R`ohofx8p3KOr1wX(vQAK>AfnNmK5uaJ-=ac6K>TB0oDnSD|%1ByXEiot<
z+!UVcq8xL9$gJ;}dz{!fV2I?V)N6QS95N*!ZRqoL@bxj=)o&=Sy8l{ddhmjnf!UWQ
zB$#dd3k$aXt<=inkjnt?Xfz)6l3S-7zhPVJwLr%&M<r2q8L3t$+<Ta+>qFT#vO2f$
z&|SILvdrJ}`$KeVSeNYZ<UH?X6OP+{vll>yQ!b~WBX6kW?>$tSl8cBxiFyUfD*X8z
z8+u$ZC`c<?-oVO&^E)z!z=UAhnk3AJarm__nc2SCA}h__M2r;y;M1YNt^{HvO-Mk~
z5lms#k#rKGE0%4>{iE29ipr$tRhEYtjYbz^^at6nO{Z_5y`hp6(@0%;8r#QN(sAFx
zwfnC3>KRi_WHlJztq;f9<|*m}(DNC$!x0LB%}oR(G$jRYsSX44uLVC}1W(_~dwqVt
zeGPj1HyQRk2E1$_O|AMt%b0v}8hyI0`+W32(KcB0JaqU!*5#j?eZ6M4AbmCz`c~+7
z#F=y&dYu&S@G5?8(npLztvV{z*7V5Yjk@cv*vbUsAv2Hstm1YF9VWWy!|tjr)$7py
zJbzMi`=*()B})$-Q>>ZYxAZ1kV7}{#lRe+spfO#w8v9ghb$x;Ee`lnHirq$e>U#)-
zhy^?MN{|uFMI-ud)EA1ESmp`P|EmApE{*HIe&O~7a=iI~REu}?K+3xUVYc%TkS~F@
z*uTd>{yrnrWuIFy8pjD)_qekgJ(*h68$O?#tX(GiJ6eM09-bIt{Y~<%@2-^fN~ZVj
z>6tpt=Ay3D4~*_!4TGzC*HaNc35IWnrSq#`!e;4%=g+KTX{k-O#XfH6C&=Fm<~c9!
zw{*tAkg-2#T#Lh>r+CBepZy+4+@h|%4mF`rSmI#96KpdH<!x4&wN)C0jIb+8oxZ>E
zU+v;3@2gsPKI%nJt<K>&M_<OEW3UVJ!VTU}C1KtD&Hz}wPJqYj+SM!aUf<P+%WK`;
zp0`(j!108E?_K4l;L~i+Bb*{*H>ACW`<r}?plEdq<d8H*OCJ`K$TXtAqv=K663#w7
zri7lJZA{#cpf9&nrs^Ds35&>Yl0wu%(S3YhC}t6Y^h1B|bY;_D{n_lkmcP^AQG@pa
zj#B*RcR$j11=Vr`6Y6>w9e25qcHZ0zHvwe~Uzh$|d*K(K7qJoDq3lKQ9!?{5-1@Lj
zzwz7eu1TM~6g3c2G-+n>F$K{EcJvoO9K%Misb@zO49$B#v5vp)^ZC3t{oOyA1o9%^
z7t6oi^UX8-UuVDG^8N1o-;ci7-gZB4MubRk_?bWV-ztUio{H0%nM<iT6MSZw<+tjw
zGvpv;z#pUfN@)6|&#x<P9gi_;c6jYstZRQawGMeQhoK(-W@W=}_$U<w&xz0Ni$Tl(
zD5Q0k23NoaP3D}J)Ao;-J(bRhhxClROZ-g_Gc_;7V3P<P6ZhX1Pm-8-Qc#a?_P<xN
zN8T};j^H8YK%rt=6!@e;OM%B>gUt5v?Qg{QbOOJ9o@~k{1-O@PQIAdfU+Op+T}qSx
zeFzVPy6?b#AaO;|>Vsd|kswt%hrkejzj){cx!)E2vLCppp*U}qNF8mVJs^)7S`I2`
z^O`>iF=}_b$Y=D$5RditeYo4bWFPi?ykO+`-X(W>#@!?PD#iQQm=)~=CG4I{9^6%R
zM{*VR`Rv7@(y5#XV<y{0`ML8+LGQSBzj`@)pCq$)zsO#{o<2`nnR1<bdhUY-zZ0u=
zs%yBu|6CQw(XX?5o9rl`kXso-X~b9ZmavSJW2FV=MORWk(_kMCj3Vtz)+}evuy0(p
z#`!n;D$dMhU$(MnzRLT0H~~JdDtR(JxIxPb58%863Whwn4QsIh+qUr)UnF<at&)Ez
zX7Hy2MNUAy{-g(rdpZiZf!<BA%|`e?&c6gWDoQf#puIB9N}RuReVsS${^Gl(5_~^f
z^7nj<TU|Tf<-4cCy3TYe=bGry?Kn+jbw_>Dp*f4kyh)DrcK4dE8+uG#)Jb2bx42t2
zid~Uqq0qiRI`t<q@P3_4BMA=?axnay>A1SiQPF>$5PsLktHewumfsR@;z-j|guEbr
z<jSD-j<QSh>PVuP#;{o`@|(bn!Rp{!Z8D-rKprevHPC2<@tUvVzsK$?OxoG~Fz1Py
zMW*#G-WVrljdU!|fNm1`+bh&cX?P`*^Sx~PXO^R!`Wwj=?n67nS)u88q2KgR9$2B|
zWy047pRJMax-L^ps21-VH_Rk1hC5WVUf)f@qIz#wv9=5UGc>^zgC9@3*CmV|63_z#
zfU;4n&+QtA&uP&b4gW{=!`~V+UuK-Qy?~ch!LrqK!dd~(O@r;1x~<dLkfNd2FaU4t
zc?~|&$Wu~Jx)u|}2mkaI-0oYl((p;dlSFhEH~=4M2#_4X3*(Jv;0=k+7>o!NxYPGO
z!qv6=e3b6*y(;`pxVaWXBa?B18OtplFk9lKVp6-lG?76-=DDm^tsk@!e-v?<qLLvW
z%n^PTUQJt=W0mp|)eBx6kQMAU!F!Pc`0RwuEy2=MW$@WNWN-FZigjq)WK6V2LT)9r
z7qv~$om<enB-O`uV38fNMHLB`%E|OWP3ZrI?b7?n?%c<k5MX=ufG_3Vy=1DqCdYD5
z@(0F7{W8lM^N>7h@63x)!pc**B%Rwm9IlY#7u0x@{)iYs4acVLx+dh%@Ba>BEk?9B
z5>TdFHXF_VVtTFf>-xNI`Kinx@b`9>EPm#bY2_SFu;Tp>-ub+sOUd%0QR{mXb(_9a
z0{wvaqFJpOLW?2AP54h&+^a(|>Kv)LM#zqR2x`6JJVbCZmb@7v8Y}4HIk5<=tN7z{
z^nGIZ2a$nVZheb!Bh^SJFQO=lqTi-k4hKNHR!;uuVF{|-Pdk&Ph3cQb^6!)Mqr2z^
z+7QK1opw@%s%6AaPJi@i6Jxj3=UbqM$joY0&KGyjSuL5L0?#Nw;L9A@b~s_j(<K$+
z{?p3$Cdh`_+tWqUltBi%OHycsB|D?jU#3dZIC@Q$9Im1o+j#X}G_~MOUU(zphVrWk
zf=SNPv%no%Q)9vEigunRwFBm;QCCJ9sk~YZX(waln)gGk@z8h-k;|Hf`A1xx(r^qi
z)}&x0TZ$<yDoyLOHtXKC!8cs9isNp1G3x^Ves(K+06q*=wjLP<vU#9AhQzp3|10dh
zUW#h0m8Y~JGYcY?NZgu`=SayB(lPu-?-fn1UexW_ois6XnU%ofnn}>$9u7%b0{3V2
z^q0}0#ogEUyPApFuiHAm=ep}R!B5XjKu^l&WN+tJJe>baFYf}VJO&R*R^0*Amzwcf
zL#I9NG%AC_7-5A3^PUPtNCSi{{H;!Ds%-Pd(&hu-y=bSsBOa4xlo7jCC_0mCS4?gA
zVwSz7**+e5A7|k2cRsxpc+trsP+VvU+)@c@{<a0QObb!UQT5^%=yo}^W?crM#nH11
zIbnV*1c{~}Vmv6>LO2i1+0I2jR$Uq37AfV4c%YNb+=`9YH`eXrm1ZG>V~$VMg!*_G
ze<dMN!TsAzFDl#lf)59iv-m^TEe^Kg*YP99$j<)NdxU<trVQGD73$0qK7^nbruAZy
zJ(U^?f94TQr@=b)qRvEPf6krPQ5oOrXG4IlMc4HS$Jo#f1u))H6|nzW@hEpBlQm$(
zj~2eBW*Hq#;)Ww`_&ld#E`!`Othb&=KGB>LEdRb;XxLSzqjxTSvXdl^K{3+>UHA+x
zr+Vob6>9CdQPQN>Zko%0tCpt-8YnDy_RvYp?BVv14%kBJK4dDJ+5YnXyemKIx&3kC
z|G7i-uIR4#1^52-*3ZOuKibCk^5sWy3ruggreHZG6@`p-r$CoYlr<)NqMA?$3g3TG
z61|uWsaC518IMWbkjtnUWY7$OG%l?buI8=Mh9#V$&Z&U|RS72HPiexf>tDmJ#B*KB
zXmUx0VI3To2=tJx*(^=1BmNp2Q&${#xA}D_f*Y%Vj1z>AS#1}XqQ({5<v8sU!&G=;
z3mOc%Y5iSNd`KygIYgTw#a{sxlpo^x8EtzszrFWn33!ZougDq41TY>qMoJ0YND_E|
z>LF<Bkc3@3#r%D{qpkd;gpX|H=u56fP>DgMS&nKjWJaHiQUL>eda=rF(J_=2h57~9
z5f8PSgUC0A-OLJukMJ<BmQ0rcv(+ZcPQWBAe-GvktpioeM-XsGb2mApR)XP$K2Ux+
zL;wb<Nn}6zJ*T@*R3iAuh)Fy02F;p58(-Cn*qSn&7a|!+PBDzVhZ3Qu00}sx{872*
z+w9eCkHN~$JCgrx@8_|_wU_H<PmS(H=;2@YuRS=Xul*T~+g<-d!4b~1-p{4{cfa%8
zHc#V6e?|{6L&LL2NtI9$Ld0y9L$B;i8B)e*&ejA+$dRJOv^mtk8y%ORnf!ph3<Z$|
z3c?_HwQS}&R`qK3Y){tg=JRJt&fhFfF)?V^#c3ttsw^|r)Btr}8+ya|Wg-Q$yHI>g
z2vcn*6l_|e1BG%3uzUwOZ*lXsa_L8Wf4)=(^f71(7&)Yq<fkRP40i^%Ywh>f(l@02
zrzJs&C9+nCzHe9{-fgl4ryT0|%z%|~WWz<PBtYKx?HM?6a2mCrzaV*is(%bWBfs{p
z?&_aO`zTA>Ank?o)9b?KkMKhJvE#;y^=YB|Q^$?BMQN#95;nmOD}@}HDD2ZG;7b{1
z@OMLDNxSxKELz~?f<tnP#u<el*Tx|c&pgTGxTA>Ru{^F)%<2`#5?IpdU-(@qr$8Mi
ziyAswKZOgv8-1<o%|98uZ!-11a9u3fAO1d5*?r$3@)5@0uPOPw!1{W85|??L8<C1{
zGzmAwHnM2$)MLQt*AfRza(=wL4DzTD&+QO1x9+rtq(KM!;?IyW+sZBxO%BeLuHL0B
zP!0%X&rH>$jje9#sW9#7^6rWRrGzIvn0HOY)os!j!8GyU=i@p)QD>G8es{T7ifj;P
zXc5dIGfB}FGW<3|-WvL6R-Glg{&pP({714-cZ6BJx)@?ZsMsY<@@XD41LAu@rQ5Q7
z&Y#V3p#m=EUiR&eh34DrI)b6=N<~|gUw_t?F>ISe4AEBBf8+ol?k;mx#TrD^yQV?G
zx#btuYLX+ua>6~dz*IHE$Hmr{52AVt+-+cb>wiDJc9pm0wG1^A-~JV?(N@n*chQ60
ztxk`ExcXU-Mt4Jxvu(98EG^{*mq9exDp<g$yOE5I6xiToPWkGXh29=!BA&Ocj1~Bs
zj6%K~DVCJrd&GLP!9JfVv|Y|6((fb-IpsN0C%3$!SO~=YdWrOZQ!)oIckUCJy>jEa
zbMQ03-)H#xGh6RWj(GD~F8Rs+=3tLP^CHR-TZ$m)wj(ErtyiG8Pu>eNUt3l~Oi#9s
z@S_|8(xSzXmc{XC$S4q`w=ikbtc#f<$=G5;*s%Jou-#2EHR(?BLUv1=7FJ0EbY7K~
zG=}d2zNF^v)E2u=s;+V1^k-mu@flKp?+<8&cSsQ>C%%rcUa$2l=pxVy%Cc?3CaoZ`
zggdA?EfzY@fTTJqkieag8GopwefbHHcYW`rWS!Pja0vMs^0z{}v_HZZ_{IFx*cL~q
zWgc}(?((c8KZBX$Y%~u@i5W>BUTrY=BK=Q@n~y=sbaXo6suBm<9PqvilU8ZWeNIDE
za9hGmiZ`hx{@AB42>2**hZ~P<ve$co^63ZH+jZpLp!#V&gPSYxhf&o~Rz6R2KL*Ap
z0GY?>NXqlix@t`}+cyqk&N?WJ;YM#q0VVJe5>7C}{PzPL$B4G9k4M?lO@rqr|M#UW
zqKMUp>(6=r=Uy<dTkaq^uo)gfW2l4lpWVW4O9-D?)H5m>W5Q0x$N>vO$ty1sJn&Wo
z?U%SNZZw>Gjj7aO{P4A9OiOdFoAAdo@oharzBHzNF#p!#_dw52GT^ZI@t7{m7R0{l
z=(|CTvEPSZY=I52t$BU4L?`*f1iJM*)Y&}3Li=$c6U`N;lg|Vj-S1D8<Y(4Hmb-^d
z5W%|?{q}o=EyS{Lw|<KyIm;dB7H=2=9-89dM-~PjSc+5cvcC`fpDAu)!l}NV4K@sO
zs(bBtcA@d0o1Q{YFW#BHBJ1lv&OxcF`Wrb$g90oJ31#u(8W(_YEn;n<)s_0Z%#X~R
zAV+SW4;d@+PDpcv&|~d?fYVbh9q%+(NUzDO>^=^XhTusI!FvOS<$ihj&A}pn7)=eS
z$>3u(I=dCxbjib0`ybVPANDcXoOp<16){7;=k{xSPtwCGvAq-$W-D07g;#IgeQGBG
zTp$)24Z1s}V3q_+uNEhDWQUf^0?h%!y;$^zRZ^#`(Lc;0<TK%c*8Z7<IS_&Ci3+5|
zDBJ?z%*^q1w<Z;yz=q(Fn`kL!B!jz$UNjvA2EmUyO5-2jj)~qc4rQ4L5SAJ-Bl}MN
z+iV;o%z-?O6CqRHpiDA1lBjw2Z^E2e=D?R_U!pFr%g)hWpU;(dFuzL&18k;WjqH(q
zASi#~r@+$OZkrT=;P^aR>ObJPVb2E_W(rt#66oxx!5e6~{ZPc#sPpdjB6<D!xMJ|R
zx0Nl*Ef@S5_$Fb|w!r%^ktRWdtCQNvYi7dV)VRFH&=ivl4KD_y8h~i>H&og8KYeLs
zh{zu!eLv<?)J4_SEs;q8;R?m`XMm1;G5_uUTRU>_jI3MZ%|gY)4@}hK#BbXwMZ&C1
zPCIBJc|&h$$BR;ie`f{ui3r*qe-CtB_ni0lzj%Fm=fC&0GrlwI`n^`&Y~f*Dd;0Qg
zkMF!*_#Wp(o^~i{<s1n%M0_b)grTC?3E$LMOZ6V9VE%18*2Wv_XeYsuLqdIFCj}J&
zp=I)g@Eg*7lU-5bIw~hVkS3|Dslgz5n>=@|T3cBmO=96{>b^QUOEI-En~zdAUsZMY
zsbak@9y=Z8AZ$p@Q!7gw@<936Ho&5!OwTG(<XBXpt+_14!FxCzW{4hcR`)Jsn-NbL
z^6V~Rl{=!CDgMo8?kP|T9`?1k953*CLRZ(#3g1?K^`Uw!s`9M(d1~@^AEV(aW`p&9
zXvtXI##Q?amgXu`{u(v>crLB1Y_;GO?|iW*PvpocH%=$E>pZ~$HP8qe8shnIcLzd{
ze!YKi8R6AzxY8=0wZ(Qma%KfzBrU?q)(jJU7<ff)?i79Kz}VW_L_iFEZPm;M@8+|G
zPiiSgeXfLg;C}9WY^=B$<)W3{Gx{#i$h;e5qy|2u?7V?R=IwfDK&t|<HV7`e<MvV3
zrd7!F;@K~yOpTQFDbB{f4*e^-vG8yh)>8WyLHCACU1PvyJ2FQY#FuXkI%qXjPf(h_
zeRt|E$Q*hMF40Z80^?ByS~K&&iKL!xZmx`>jAm@bmcL<WZG;87C^a+1qP93jpL7+N
zt)**q5kT;g#`)|bJUf{Uyc=gq=yLD{Q=>H}HgOg$BH%~BQ_lzZ`)`u^%p3#lRqa%>
zdL#k5R?c*0s*U^N)SMu@vc|=YZ;=KKqI8ps6D||uCtUr{$Lck1Zk#NWlyrdSk=G*D
zTzkuUWd#jf*ZQLGoXb&uk)Kh>FMGlT4VgJQ+PfsS<=}xzTpFuVOo=+VDh29)=YapM
z&=VBZ2K8$iU@D<nh*-<nV`Zju?;;-zCLFT~848&Y`uy$Z+Vxok+f%&yoJxJFgPDbi
z@er?O^ECnE>E=2UU*fD0!D_{=pQsiUXA1PVxDYX{u2@m`^71l53n^`gd><Po_YaM#
zF`?l>*ql)}_wy2vm!_quZshdpG*D$EqJ#!1{O0fTg7Z9h)uFQ2#^yYs>cDH|Y&Fr=
zzS97a+EyY=K5FG~QBAyfTedwj(uhQft1z#Hed&TMn6Fq@$M~9}MfvV#{f_bB8ZtgA
z42_(8fr6b@lqb!|G%ZRZ|J0i1#)C(Xp0Q~|Aw%ax7;^eK;Fb)e&?++G)beJ(1&*7t
za=UNF?-cKTU%klK>Rnj_3G8@j&5uGJ;%Q0{czQs~P=|F($qXg$F#Cbhy3@fDC_KLL
zC_x!2=TaSZAK3|Nr?S3YX}HbPJMrtv)}dNCsq}k!<k~vz3*UF(n)dKNpaJ%cn~L0r
zq8Eb3T~mWQ(8?}QV-`9awrPPIMh;E~$F!mWpNu&zb{^5hpCiLKrQ=~@W8nUNN<=#+
z1?9uFG>z#4`ku}wVe${_BHo0Egip|n1a4u8V;LrETC4<Wh9BP(QDgR$tS2GHYQw}`
zB_%VG;QQZ|mAUEk@T>0A+$Xs!1D^+0=qUzw0R|D|bMPEHl0>5+x7?bC2Zox!;P9T8
zKWAsKTN@i2BbXTru`n^6GEgv>$*0R|jeGSFC|XBYtDNaRX{EjxqmVvL<M$KRkTyEA
zu#@(o@4PJkHtvJ$(;$&sZ!UOPVzRh5!ko0pC}<hR0-FHO`7nNBPNmsfY*3$bN~kMg
zbQ7E5YctE4)6iz>lpDc7Z+#~)e~3H&q>d`w=Ye!j{W<ov)w-&31W0iEw#V_NxD8$^
zk~lr?dj>q|nd<NJ(bk%z9;?V0I>Mc<_I^HGwI!rs2|TI4ZJZt9?M~bJ-NaD|8(w+c
ziibGHYjW+;>Q!XOuSkDyrgcG8&{A`!m9})|8I1ts|Jkz5a?1z4u@#b?i6_nUf~FFl
zDcdZuij6l06imCghF)+hiT+?5hNU4x6OOULW>tmfgb}P;n{1Cf<iAt5_XYRe$bCcF
z(2WOUE`A;T5^8zXku!|Q*XU?;9sOuj-4_AoNaNHksWVYuVbO@$yhus8S!qLi5C+Gr
zzo(mgqeuQ&dJ*|{gp~1$!;Mx}V0Rxf9`ggE@^H`)d<&N7SU&~ll{&x|!yO^xRL-n0
z`vR6@k%|pNS?dq^41RdSyZ^t<8Xxsn^YDcoHN(hTg76#B^UAfpwVrpa56luU14424
z(c@;h%^i7w-<bc@y;;7q-tznIEiS=z_<+Lni${io+xocj2_|Y6W)v7BCz#b=I2i(0
zf-tO~Jv6|vz9>-<CSE+Q-g3>N(L`N3+nO|Ap7@f-{?~gfhaka=9kjrk2YT9A8SSyp
z1=@5Up1k2Y5mA})boH0cd<EzA?3z^e8=oU{^)|b%faQC{b!?ni$v$(~JI1Y)_6YJ<
z?=^n@hr{Fn_ml8275V9ndYjX{+gpa3$BP9ZlMUO){68JM`%ec^0z0qcvUe@@364;B
z>+v6>d3K0`&zkoxD5m>t>Fd=D`dbs2cSu)bZ(|ZnJzQCj=t+pt3vS;f_u>m}axp)`
zio?SU-Ho3N+-#M)xzHQ{I<LGnVa|LJpM;`{ivFqJ2n2afPN6;$a?gOj;uc6UCLRRj
zcc{m~-?|(;{{=5Qn}T0n2WQOjYr)?Hh#hRu%pYmo8Z3pX;gg^*{!e1RmgozajAAAn
zy0+LdvI#6k)aQQBCk$q4`_5o(n}~Fx(K51+@L%A<e<a{LPF2%8`VdO~e-Du?|E9D^
zfsX|Jm)6$|F(nF>%6S6W5NQ1G!^1HR+?)t|f*v)nfou;a!-VOp1cMvM*fYNWZ?J_4
zUPhNICPeD!11$tXXmB|C;|>`6VH2CH$^37W1bi!JS)$9QS;6P^C#KanNNcTVF+&${
zN_h|kZGXx1kejj;?s%+Oqf+Uda1yp1N2D2xjK24?o_IZg+xCHhfWOTri2wP5K|Ge4
zR+iXaz&}v{M3(nu{eQY8{(p5V7W`=4B7fN7?+$Wp>b3tsyVv%?GTeN6Q`_e))Nw8R
zZ)Pt%1ul06z16cbgrtkK-KEWGx6L(%NIH9><xKkcsuU%IdoOusw_UIZYOOk~I||n&
z<wS+L<2wppBpfkiK+5FmQ>qHO(=Aa5s4An+)@gk0A$j_=K!+GL<j~2&nQdJq(k%7s
z`4n;f8#43e9A=oa*ds*)m|QS=G*#u$df2h!mrRc2pgYnnU%e30OnGA8UVi?FAcf=2
z{&1B>9pVKU65kg<(a%s9>od(k@MGEIDmMD5yN9sG)WP?$$9bpQi-FKo5KHC@?kG$#
zv$R4`+t#}&{(fg>Sd8FPwemZ?N>k3PM$MY9YI(Y`Ofz@&-|c~iB7;aRUp(*#>W-Xm
zGLiFEq55%jQN7*qnRC>|WgedQzueAuBV*CPR6I}V6#Ur{)Zy;GcTBF(S0L0Nw}OGq
zUkF7yq%DGo!%$T1xZ$=`<g-E@hzpdi{Er|I8u97HHsOv3qCzK*9TvcnQg3*1c9`&?
z^p{KjC?cy=bqEm=gFqHJvI*f>^Rrb&#Gg)vSRXS~CI<q2kWeDs0+7`ln)!tgSy~76
z@4)Rd+9UM7Xz&6Ez}Nma*z<S~2K`U0cS(-!M65q(J!*M$P?B0DYQFiCuf6xBS#N-x
zkp5Q&am-I#AaK^iP$Q2?^?-X)B3KjYo4L9=irty|IY(r{<HSrHmoz=U5(>b5%ITl6
z&dM_@C2$J+j0$`K28D<BlJmpnAl9U5qd!<}Ix31nIy5m&{3ztQhi%geS}!{qSBri|
z9W5As8!9Ou_hi3W{xQQo;WunBz^&{om6?uagVc>Dh;c(BVzswhYZj>AsqiXQo+{eB
zV#{>{H<o3tHMMaMv8X1K4Uq^_7J7#I)AiuhGzyQ@Fa<11P-Bt%Rl&P-=p}6LQaI1(
z!~&7>_fK3IN?O|w!W>18z~AiVYjF#+S1<QnL>U9lpk(?e=iplvrG`X~8ERRPKd9wp
zl>iC#X@!Lzc}((?kw3T-_vHA{nH=?$W_4`VgvjN~(26l(LX27RxDsfspsP@Pv7&zf
zRH-@S$>m;xY4m^c6ChGda_n<Xg;M+cISZPn=Ac!whs!El{Yhejf@QqPEWwEyGi0)7
z;h3lz$rh~5I0BlY$w~;X3>OZvK-ZB4zu0VMI@oWyAVP*csU)eniza<y@UuZTwt#cu
z1kd=~s+kzmyyjL?*+;=9tqC))L5v;UDO=}Wm3jcXJug}Zcts_{M5H0Jm3;0+$42P#
z*jc@x0^4n+ld<8>+asESKR5w#W8qK-xLcQe1n2=Rq%B<`{VG0W2(NmOE_ZHTlvtEq
zQyTm;fvi%V2$Tkr`2#1sSASM*;gpmDHHi%A>p8uW0539g)VP@NAy{*`Aasmi&LAxu
zo;PVjA?E&gP-=6O!|*CGI+GJ7b?oncYN%AH?E+slVHD2>)MLE<E+|ho^yLuys6SSZ
ze`bR3aEO@;SOj0^<7;(0jNRv7-;%oooew{3{yRBxvnw26oMKD(?P4V*r=99$sq#@r
z`_`z*cK>1KkBq8g<S=B({d;z<aB)dLV5UltT{T^9?W#qr3T0@Am#F!pA}JP2vmTUk
z)I`5GbO<pS-r!B&0j~K~u_h~R2e-;_Bp7jH%&RQf5=jN0gJ%%rA6n<>(Ja7N3}ZDG
zC@?;xi@HFHaAwpy0vm04-7t6p`$?3e#|UIrJ$F+bWtI_ILbTWRm6)715ziHnH47p7
zLd(RP!osCGtMM+4qqK?P!>Z5RNRjE!fI1HXq)GF{Qk7In#Tn1(8TFvj@T&C6J<mBa
zMP;edjGtR|4uF5af`$2Cm|ZRyM9JKU+bm_09m6osmxxe|2%qZ6j@f^FGwLlfv|aYo
z_*>v9u5}R0xMizq#9&ggyG0UO6|hL2ehcWjv9;~Q((Ov;w|q#V@<04{ML~4Nrxa0W
zKPg214ECTfx8$_oo1T<U0NB2v9?vTg=;dXTzvvF?3<IehFz};Hi@bi8LBD&#kC_hh
z(LbLpBZ$yb(`_HBA;c@0p+`3Uf`KfCtS~y!bG4AHXfsBc!5=sctn&L~Qk8mSY#P*=
zq*$YWV1M<+#6s-Ux{>U)Aux5SPn8xKnS;VmvV2>kw^d^}3i@TDj1AzKy4_m80L`h?
zWBfDsOAI~i(-aRJa;jo%RFCb5%2>#)@JE~l`}rQ;(h^Akad&*5q1%L3G9E@~6W5aa
zFd~}@2!*z#TV&sl@slj>e3cmE@~UZU)gk@-;3;@YW=kU-hU0}w^eM5axur|%gllwo
z29Ar&5zRWe7Tp4JnEh;fQqw?Z)~|>_Phk9CE||1()_na91`!1()MN#<DJ4V|DtTQu
zs}H`OAPQs}MTD0aF+ZkNo~%@x1rt8ZSStg+1MPz#LlzPie8Y?fDdCs4iOw|D0A`FA
zVt%L<Ij>W;I$B|K4J5VZzHKmDSZ`QXe8_<r<q(I6pt05%`3zZc7nWz48O<~S;&I}!
zio7AA=buCk1K;KO@2dx*?mPE0-jq*FJzhBAM`^tIm?ROdWk=CJMkCRi^l6tjuPsCY
z>m8Z#%w&+za?JLbiw`0B7nd$V^F-4aurEG6Kj_mYT-Wsau&ZH~>SK_+RF*@2S{)Up
z8v;Nmgc@vJAvWV$GF%m4y=&u6pvrMfJD<W2)_q9A$0M+D9he<LW*G36JiG&KjpwH=
zN05c&x=fWISc;_jNts=dGo%91GP)_;Dcwk^1LY0*^qOGgG?6n3`leq+(jdyT3U-E6
z)<ps@jMr#HeHdW0Rq00>;3TUQ8g*X=Y0j8q*f>9Dn0%G<hx`7K`?;T%8#cI|+H_d3
z;_?pr!3!u%BO;ga&>PZnzJ?|_L`&HLFrEs_LdGVcwBWJ+l;mh159W#2h~OC{O48a?
zt~3LdHu5^**tOfFx#~*7^vb#lKyu(9fJxzAo(G9+B?k3asbD*r?_dl68O|W>apG~$
zM+OGoo&@lB0Iq9SL|gxPOXt$2D%-(_tLbH!HxE3p<9r+o1sIQe7tEnuwivC7l2IDf
z7stR>5M`pj-*nn%c@cy;*825RTOI`Gh#Nk;%p!gr@CdPI)v$axC>A_k!CXNaF~O9Q
zl&cR6L@8|d(MMLcMnoZCz)|}VHpWa8dCpir>gEzNd%-}?;xnMefW}cYF_6!+YaU$I
z;IJBiufb%xA!<mjVJ<KWy~4mFD}y%R5?ilkymZF(G%?%e|9%G+;yQgVL<n;3Y3dwl
zO%NFuX{tFKZy#u5%jytILWFUxaYLoF1w<0~YkF`8o^qaMek(y*fV6=*J~@Fygdm>t
zO$&2<E%{W0mjgP|oL`GAnUa&ayU@b<x%U+1@_bXM1$#|zW0iR9Ll$MmZP#0if1Cs7
zVp|)-EVStvpNHEEq*cHsJViP3v$JWejS$o;cjii>QO#|CxKmdCI5mZv_xlPYNizfU
z6mGHDFT26M7x-KoL|U2sEwKAOMIOD{zsa>%Sz@E55avt?SK@g}_5{x()zd-x96&-g
z7TkO-PpK~X;xy3V<EnI}<#-}pNYC&3@!l>T%fQzgie!syCAnv_);N3E?b9?d8$8SE
zjkY*Hf2Ne7Bo6{oQf4huvWdQy<#jM7R@FNVd}{k0v{FgYFx8az+{LENPUCmHgeZwy
zp=e#1Ra2@{B)`TeG(0z^gjOVCO9C8nX#pFvCfw$#G`;bj9A=!j6XS~Z5CSMTcvz|&
zCibIHxOEUp6{dd%ks)N@jU;JBk}mh~%=!lL9()Y<9ZhGLH{(3<19z5;B-q6Qe$zMd
zh#<{0(vpTM7-E{}0j?n$<HC_H`J&K2?;t+1Z@S@6viU>qEX=9VT;D(Do7HmmA%7ZI
zL2HzpCOcvomdBrb!_KI;X~OUh`e;iaRy9Rv;^O{gMPIfDx=)&Pay{?z7k#B@aiQ;b
zwUN!Ql}OJZU`UzPy{a%A)<Vu~^7&U21{Q&EY{lz{k!F@l#0%**rbxBIH5@y70O;zG
z03~~Ed>iz2-+Gt0`v;r?*VnIGJ&{I!<JPfE<QkQ*dfDU$9+Dx;lE3ydACqDRjxY+o
za+H+J|2i+aDb^JwTo?@u;Kmi>tN_<(I4`=keTzYyQ-&k33K!sPa@xW%PIE%wwQ*_I
z<PKI4c#>-&^NB=Bidayb3dYWuxFd3UEw&-nvpxMnkbD$%+o8iM=9pmky;k~jq8oVG
zz1g@bBly_VetYPjDCb_OoNbSo-v~+Y_xw@v`##8~PYkm_xU=Q`c5L9F3&fn>$bDw|
zcpzl4qSSHxUa(xh3i-7KCtUPZZ<-+duerLai|Xg_-|4K~@MZ>frBwowS9TAQlp^ou
ziJ6=PF#l269p0aCU2nx8x+|=tpcm;E*&mbvC{6i~rpaaB{y`>+eAMG&Vf}p{dhUE9
zP-k|J32kyv6Jf&z^gW<&ie98K9!R*qeX}Fd`tO5}TNbnl3Em7yqp$tLlnv?r3$Xtv
zdaTd?Z3zyviR}L$BsdAIRe@V!#()|)kCMR-0mPLAdZ;7W%KLo!eBr5-PK04o9)rNS
zH3Ge>dJ}Ma*l>;ae|fKYfqLKA?P1neHM2qu1S18)QYiY%KNk7Gms!P1{9msbkf^vj
zp6z{D(cucQIeg1!uGN3?co4Ziyr}7Y@9*FWcg%qNpaW*^Ajk?9f#-Ue$>J?!)wHBO
zT#le{h^a2FX=`Z--fD|KSUd_-_th3T*6BV!M|?61pUy>CHb1I~m$UE{pIrCI<Q2#v
z$P-|Esf#W*r|IYcwE+or@_*E|W`48f#se)5c_?4ku;*y-ofSFr^Kto&B8)DOp5J!g
z-G*qs+kN{3HRAf);pK7BAoh5t-DCFrd|u{p#p0UxczUyfULl&OCuhbsH$+QY=Z8<#
z#*BiEiA?5>V@pLt$OxmIhj+udcU6#o)qHxTcZl&S-__X22&v54--#^VM4wGwP-8<k
z|6}~830VW2`D*~Dd)$hI;@@>>&5eMm%jUDHrpJJcEJc-sNh@i|)=Kd<>Q>r2feAi9
z`$(xB9e<S^L!^k9zn=I678a<rvQNOe={80w1KKm22vx=T<YSw1+N!q|#SG(GSWiXe
z3k_9XHoO5yB`W}a-p=+>$Xtodm;va#gRLQ8(ad)_8~<KLBbAeWSy|cA$!-!X*tDM!
z4V+(PP%uQWr<3CNp4$mJPQIO9#qGDsneei|&rlG1!*s^mIL&5b*Gt9_bQx)#jZy>M
zp6`n;HdfYN2;HI3Qz_W=>XW>=0Mx`52-MV5{sls=AG`#!xU*;s22Y^@*csanKFM!P
zUyrpYA3d}#=4Y0!N2)bF!e5wR<?ZAQO+z|7XFTSU;v?2x>r#}ynKF7RG<9eCLMZdO
z<1X5G0>f=_PR+T(4RozuA|yq<0MNr^yuerr%fe9DF#lleBh^OI{YZqQCM=FvSMuE1
zA3+F3sf!po98x(DmZC(>u37Zu&|HNkya<#l<ZBP;MaSyU^9qBw)W2GV3-31F3Q;Za
zA`AVY&d}`a^p(uHq{q09nNQ24!gx2We2~pWElsHfOro1K9CH4@NCPfapnyvqwDUm%
zS1U+O)aokP6<SMkCx~lew9}5$bqE{ZOnn2LfGeS+^^&Oenx&<st@oIC$RQDP{w5)(
zD5j1$DRgx$Qzd9E-F1;Zb!&Ssd!w`@x}FYljlZ!nkR~wp=0=|OQHk%u;O5SrY3dU-
zunY9`e<c(sYKF10<bzS|1zL=JKW2`a_jMEoLs%_hdDGmja7ab$18IcL2JQ!LK^+EM
z!h{^#S4J+TSRp*$Kp{^K=$>*3y!3Z$3&_;nF|eZD(5Z+Rz(YVU1n!}qfD*+}gkKDC
zQc|Xl5k#x9%7k2&tPI>yPw2zW-vV&cw#-fIMEUmoQ?3=P)KeExojW5|yCoL*BUX`h
z75jMuuf$rSz!}Uim&Sz+tBN&I>x#`yS8sCEUou`Mb|d;rw#lw^>!6F(Rk7+O-ZnZH
zL9#h-g%2U@oXO6z=e#9^Z<vu%6Lb2f>&+hasY?}Ps{0qhE!VE~0_*znjCI;sM$Y3<
z48bu3uFht$N0QvG7>kQZ46phCCrD^`%c)=_f#;)ahuhDnudhE>v$~#NS$}i-A~c4g
zQamheg+!lzpek+RSSEHncoi${W`GHoi~k5-w@z!ti;YDe7&F{d=1M@6Rkb(K)!vqX
z9-byYuURpNO;mjbN*Y<2`*_W%Y@xB(<`p^m>kA2lA;HrqCGF-a=eW&Ztc2^NHpqeN
znmJ|nKCZ3pMMfRjVmQ$m=9*1F;e?rTe#0{onlTxC_oofirt+GXaWcwe)f8nLUd^TJ
z4{nN<<$b*j`C2aR4W7(;i(%_HL#t}Vw~8oX-^|9N9-g$##q1i)^D9bLwSa*5c|ux|
zP7oj=zxMH>vi0?R%SQGJGJMG-r56Za&0HG`Dr9!U!`sUY)o{z;rRq_hcSEw_HjcoH
zSJ&AB7#chG@$z*=NyAr&@|s5dxP%y|q5?(0ZcoY7YUKePQ-RaLl(#iHz1A71-#}Mi
zkENIbuwkEWG1L#EFv;y-fV;LG3-e%}T7BjiJeZm`opn2lN#*b(KlEPJD!QGO_#^=y
zep-+v>*^N`w*VN+NP&k82x#)SspGc_qFTvb=h}6a4*!}4Fi__^J3$N}CNU=gJpg*f
z7&1&OYQ#?z2u#ClwPMZoBUMdoROa$9L2&|wp{K7SOi70D@yB^K@v17xd*Id(GU>RC
zDDn)7|M2qK+^JBftp}N34qFdvqr>CsVg?pcyD315TUONv^-+tiOaq0T@B2daF$EYv
z*Au2jOIVih;TEZkXM;iCuiaDf`82f_;oPjI!MSg{znrZ}K?fCCJ>D8c7kAmQ^&#Nn
zkzV3j8?uDS(&~Hp#Iwg15JZLGr>+hZ9sT_eDp5Y_S)XuwK>JTl&t_g(hb+Cm=SnBG
zE0l8T5!JT<Sh>2|3zIzS2E?p&);tL?Y?y})VSZ@oWaQ;(Nj3dJXLvoAq9Y=Jt{)C{
zFbbW=#E2Sei%{w=t~L5-=#wBv$&e5Gt^@U=-bz!`8R(45FB>$p9(Y<CAM8S(B0%{g
z9khhCbzR8mmpILAm$7VO*BM$Yr?f><^G1uF1zE1HewlOS+9Y=}W=1%XpNGvPEBiX&
z>cjVBCVR(o_Rr_A22*g~*3aWbQt$>qNyfGn9E=1Q%F4R7!R`X?DUKti4XZ}s?s&{x
zKw)$~l%X?!IlsE0KeP;bU{(FBNfiyCF$+YRm?GHDzBWA}1}zDZ!TXXSFPC9bhR@RR
zJ9JD<o%R;rLXh}6SH7;EUZ9SS&gR-e#Ad*_oczn*-4vwU(gXjPzBRfl#8&tt_4DeM
z$NeHO&|r!V6Z1wGIe&v6_|$XzxHzEW_W)5msGfE4Gsdz3koO-23`AbA_1>$bPX@g%
zUlD%vfBTDqX2q#SI-JKLGg{5ITZ(U5I4(3a>j;eJT{I^TGNh@R^ui74tL;VTGZB(e
z$0L`)QlDB>Kzwz}oW$ZVAr@&asDzz_7H5HfiF$H3)AXd{m^fxhE7X?(Ykxtca42R%
z2B_@=;w}?F{Q9*GqgY!bYn>5k2FPdlsUZa~ixhFQn-}Z58Cmx$=3A{5M`B$gI_4OF
zP^1(SdrRc?q0S%h#!zw?Ity6tY3+O&ac9dm=su7}&gjbXK>?x>^}b<3OGUJ78rPs2
zwZddkv2Hrs!(c#$f(cxhV^8Q3@ZQi^s_ee|&;o96f0^Lh%xUC<4SjJtl>+1s@G!e!
z+9~KQqv-<E7%RijP=KRmcC}3n81Sx>UeW11ZDT5H#}RK%z5YB55oJyk5)STYHkgao
z@g>mKe79!UOXvuOl28m={2RzQOjJ3VNm(n}IZ|e@*C4-!Ly{r8L`<q!SM-cRGfx|g
z@S;OZRA!v3p}q@0t1Rz-*+}z9Os@AC0(#SwKl~V7%2h^l;mt<}K?MOhWh!d1@?-T5
zv5<1%6)>7@4Ek<0o7mz_R?t2sC`%O$Dq6QNos6$GRB8SI=((d|+o-F=){xu&0c*R|
zE_k`_31hEZ)QYM(jY@f3H=Pn4^P$$dp>??P`X>R<!MG$IB#GOc=HcG@Bi3GGk$paR
z4LY9)fqpHSESuv6>#ET4ntuC;imHMLwruispIUs{Ss>>RzsYv{?YXbb?@9T5!}(CQ
zfU(!z`?Ym6x~>NhjC_T1F5O#fw;;|l`I5H!%o&%}$mIEQq%3ERXKG<+A*J1}W`Tow
zVh9iVCi(*|m)2-}NKH~xxE%q!)u3=eSPFA}Ms>Rf<uqF_qXp?^;iqgn4UeL6sl)e~
zyg)roE;WMbyy0zjgc2LSmNpC7aMQ9R1XAXnjt(pRzqU!XOH-h1CgCs7>yU2DVJbA|
z@W4F)J*xmwoIR~|->C4W@#iE!(1xuv(H<G7&$$g>_vv;^<4hybIye}~X()Osoc_Y2
zkxNX=*52cl%0_mPJ?fVYRaGdZ8*m$}x=M(h=@F<OSBMsd9ug;?-vw~EG%By25~8}d
z8=al<YH63fV4@nI*-UW`qE6Z@0WHm56rd)%XGQR0r@qnWdEGAh8ylkT!&07Z{VXSD
z5dsb7M2tr&D+pQ)+u1R`vQ+?I%>R*9;0Mfw*8VR*2;#}?n;aO-A}GmzMb|ds=I$|6
zlrYs=_+7iPT$0xK$-GG%>Z2mMn9~g(+QL^W!(ASrVldo;Echq5HD(S=sO@-j$NTIM
zN17heJpO+&gV_Bukn4%^a2=<|el>|smXXZc{}z@hXO8+LG(VUXS|^BQB#AA7eMa*C
zE-di{6wJuLfn23yPoRJkrpWEZi))y`|5NSLq*6zF-P*`;V&H*><UwQ~(jHKNrMa^@
zR;q##x4+oV`wvL!>Wk3?CX|R3AZEzz`v`rLoVx0Nfk(^eI_|CSB0^!wlp}Qn|EG|l
zEO~UR{Y&S8v-`h;!|%9!|3Fs*@qbKMyqF~Gk|e0dz5%WA^#6Sj=1>H#Lxr&dRl19R
zEv-!oT0sD%I-vXfe_MhGJe8qBNr1*D0{sy%s`0|I#0OLcAtSU>{}&PdgKk?3l5Zb(
zNPdqWlP$%8+AE|e*aU(90j={CM%^?NGY7-YnpUXCMq@EtTR=vglDW6@+C-yH@98;x
zb~nqvZ@2S)^*~%LjS_{M7&I@?vu{Dc?-6KLbMi&`-<MG&3-o+kx46OU{{M*f=%}Iw
zGbFm!R}k)iw~cZH0&{!vNY93Sq?g^N4<p$(EhqG~8=q+TI3_ei3d+CTh`LdYCGrUo
zKQ5E1tcIIkJh&T(Ps)8jXYdH9Ee5v_br4m|i^2o8?c+-Xfi|V$jeJyQ(MgX%1i<>^
zj5tuMAq(sm6pZzk+1nqE)~M5ea9h9e`~T&`!nf+uE5>j1yG{BGL3<Hk*Bc*wF2YRq
zQ*xzNdZI3vw^@kxqd2l}%@Z1ryp1r+(55lwqDY|z788-@34jT?<8VjV2B@(Z%Th9H
z0h4>;bXen&;6xcB9EiqO!Z=D&3RK5`>CED_P$!ofZlRWVaaMz)ig<Z_5UAI}?}C9!
zknFsvbA%%%a$kdpTPUl@huPX;NBlfpsgf@IwJus=Dhn7|huI;_ljlHb7LGNw<L;VP
zMmjT<MuYHj1RAs;@gc7oMhUA{&x>sG!v9~IUG2TZ_X6tmUn@(^+AOga6gjRHAQ~Gi
zJ=h%Yi?K57I-GJUs}n3S89!D`#Bo}90O;`K71J~CWv4!yfC^*umU5QiW*e<$+Ua&x
z4wN6H-)q*Fmb7_f`b_!pZJ5+9b^@g1E)k|2eC|y53Wm{#i6%u$n{B>BoByJ0maPjk
z=SN5kkWGQ$D%1qvYlwVbq<+KjhY_hfN}#-EMt*$Vq>~f4L<=+r*`-aWTWp&M<PKZd
zSCP(n3b*QlmLem+ElY!^{p8kx6p?0wau)uMFoLaixj-?)iR%3(n{*z(>N@4m!TGgB
z-K#$!hc-R${2js%t$KYi11M$68*<0uv=-ktc?*18L6!Xn2XqEdf}&9`-p}SpymD6I
z5@UZFM%e^=@!-pd#KhW?W5;QoPuf;u7i;O=gsaF8EiVQNkxx{36Q|J~{`I70RkPkN
z2FJ*5I5*=<cMXOVuC`p=xU>#+q%O?b_Tof^mb8*TR6Nn+w_vIhamxD9DZzjWO_B7x
z_s94`wD|o8aZ-d658j0HYa;wzCPdXKvw`BX=yzoob~-H^PXCgn5FhMe)1rXRaUACD
zAsKdx)c=FHw~DH3-L`duy9Rf6x1hn@f&_Qh;O@aKxH|+0?(QDk-5r8^@Y~6pOZF|R
zth38`IZxw-!sz24(pzh_ezm;^u{>97Oo>9StH}@jTI`Hor?pZ}{B3A?Hvk}b4i;GT
zj*p<xiSUUhaFdbv>`9O(rF;2)-yJ!JuJlWLAz1e3>^hJiBsT_k#&1b6l{Dz1!_PTx
z3B{y;x;=flMW+F~4HLj7Wi;{0a0by3_H4}5I;oo&l+*Q>3AV@cx9A3`fPjm8dipfn
zY2^RG{cPDPx2jeqtrmW-rCe%mDSnbYO+)E}V_o^L+xYF6zr1AL*Lj56P4<2MOaIeL
zM$1RaWH93oDrB;qU;j-#Sum`3Hy}%P*Bv#2Jo=MUTYA4^d1t3F+ps>>Z~L@mtS&HQ
zA-kM-6RcS_lF(qi3aWHU_HsWcaHggjjiINj6i7LEU|~+`XNW^p(8b~~K7l_9+2=}_
zHYtd%RLLhO5t960K^i2ui0abtuz*MxG&$B2|DFU+k&D2HSA={mhUTz9Ave}ATggl&
z<Q8JYfCNqMbB382#8&qT@(G~+fW8am!CY2BH=)OYH!eyzv4XBG3A=qq$<aHCx5KQC
zKY?Oe7Wce@o6PU?ON2;YnV70xJ71QCaL@xs1?u&-=fG4Tkr%wc@&}CAcHW{Q$h74`
zTEo1qe9ooQ8T5n|uEeFnB7=Sa4VNYP7E!+kqjRo9GCP%~4<}Bz9v(O>;x@6Kd2CR`
z?LoK$2+QP;le#N0*dQ<#xM<o*6GgOG&3<8`0L)W^`?ZhZ;x_3Ze-OrvY;^I?``7=}
zW>J{bSa(Y5HOiS>vD*o8de9UWWoc5vr;fUn=J()V@gU`tlBn0bTZ?6Bp=j6m{_f%o
z1uIXAH-O6m(t0I?9G%loV=P~($Y>>13G2g8_3dD(aEw%KFp~zR*C{as+z=5~&K5n~
z&-zvGOvGssqG6Nwwu-FOopR<GruPhoK2GV~r3&iZ^`&&}Nod!UVW`noO`_>R*{Hcp
z=F*t(vmuWyqm(G$4=_*izVyQQ<t36M5<mx@-)}sjSPELOSE&1j26?HxCnZsU&?VSd
zV(O!cQ7prPgA}f!OL<7XqRIu~GM+eq?j)1Wf|go;P~n<=z<X0C9Se3$nQ{jmIq)ej
zGo2YO%=jc|<~Pa45Sebzf7EQl@(q5@b$YMjCFA(Q8@EX@D&AJK=>KM}i{icfSyIu?
z4PW{n-E~6;Rh^Z5oaxfv%RGHzkG@*O+7#H%2|6_Tuc`Sx6PFv+79*fp1p1;HJ*-Jg
z4-GQ2rMi82ahigx?>d2+ra}vGoXAba{ZI;GwDl8llGqtC$bo(mevCl|-Bg3*YiG!}
zl3gJdIS+lm0ArsyOULiThYN_d_2AeSu!#MZo4ab@K?SVjc=CI25O|Nf;6bivR?G{s
zhy{L|zTZL$WS)d=^w#QJ6+4+C3p8jkU_T>x_>N_WSP)rj`p$^tO-dx2$a+{#&AP^#
zs)4cD9;@ZR_SiCg-iC31b~27;d=z>2fx}|gAV<x*p(+}?`20@&q1Twyi=fISM5bX;
zebld`GvvfxF;m<2c(ZRNjV4a3%>2xSX_`UhVI-yYMRpNt`p<CDUsHmy^}PGP+xIa0
zMPLN(mlg&lEh_OkIR&R{C4==rMG;Kw(MzL8hY>*y!M-djrfbT9#W~%FVt06*1}=NV
ziL(4oZB7LhgqZ^2-S-q^73B;D=N$MdKL`VlWkHl^lQst;y(9z*utsS-1fbLGmJ;LR
zBD0GJ)6JtsoaqJlSzoZ1!D=@bW{(`5KYW#?(mJX?tB9ee(&*e%X(>Zj0*7z0nHnLF
zJ>H2h-XSh16cNa5DG0l@2L&4ws=<p86va6O<KB9JeE&R!o2;Aq5nG`4Li9Oe5yvS4
z^e9uICSBHK`1ja}dr_xWl>iBPgy|77u;W+X6v<To>vR=7)xm0N9gKA7+kwY0J_`D#
zG=YlZjEWIt^CV)S?mxd<%FicfqhMvPv3BWjO0QTh6P6rE7IH|Wvvba6esF+c4d54?
z_E!(yfxNeG4|ULzYL@D{0lofoK!?ADUvIhta`In<uY@&+NbbxU>(!H5r@95g$RMFw
z)?7obL6;|lmEt_%dRs>(NZ?b9HZL7?n4x`Mbx&qsIVY%_dXVr582k7l$l_(Nr;#t6
z_+3E>K%sK73J+*Mp)947W6D+WiJ185lYUDHQtQzp=#nIunJO>9P7tt9rz#jNq~Yo8
zfrU0HQpxz{!Gm{}cZ37rMTSCsvH~-xx#UmDktXX61uBpyEz6E>iSKbG%zVV7b-9BC
z<Uul%*Zn3fxme1WFeNn~XDWr4SQy*!P7-geiBll(dJTGU53Tg!Lc%55UcwA^dR|Z_
z9Oe$aJj+6Qd}%_ryqT?&`fQ~1bc_ohe^7Dj{yKZc@ukups_`|jL2{2=|LV8#K<WsU
z$WtaE-qgrrIRE2>VQu5=UmXnYj*AGcWBc5Nx372thJ?<QVG<p|wX|~!n$?zXMTiNm
zj-x4TPKz-r_HVE;7#>(btkd!njUvidUsa_(i1*$kAw%yAqoK&^zG~rPXIf1exWk_J
zB4gdcoFAF}rmo05IN5AzWOWOum|y3Mr;0lbdI!nco`CBF_)dk7gY4iZW4`MST_JR>
zkc0Fr^2ALdu`c0)kN}pg>Bc~^H}wrjKzX_8pVcR*YBA-HP;=&xl;pyccr5Av5fq>8
z<YDeZ9zlu8TDzs132s9mUlpeoW~!Iz22Js1O%(j6q43QBd3w)yd>RF5t4crhu<=#6
z{Tlf%f#}5RFwZL%(0JDV<Ou*xPhOYOTT1~4`j@h0h!X3CMq;-HW%l^<?}sfQOd#1y
zkE#anI(`FSmv3!PaVmh!b=P>F^bfU29XT2QkPH;nZ(H~s?D=mR{-D%1nd}{NiQ+#I
z7FHR(Ow9+g4xg8<ah>+-ssCdt!e3pP?&@7t$$YuT)9}8{DF4R%%WdFAE{${?G#>I>
zP=cO0CI92w#k7a?-kU`OR|NOw2~6krc`0jHYbMsBU4IR*yJ;RM!OUeewRzq}8f$Yi
zM4VO|FSTO-q9(8VwSR7C=;7n#4LTXvACG$i93ke5+2i_@a@pj?+#(hhjba^6aq*4u
z)?|iQ9yzKzfrt;^=H+apfH>F-J!2<5Lb?0^`~zS_{gAos8pnA?*vCBlAGE5U|5d9R
zT3$+4EclR4lT+uH1)}8$(PR(rVQxi76J}%hV~-$FK1iMo)F4+u=OOGoI6y*tH91Q$
z{_uPB-Q3(z?Q=`g8$z=7PlO~x#KpN@h3MDHXnE1;Zx!P;afRt{OJ0LNl9ah~l8DdA
zyZiZYfx`BW15Dr%tkM_}JUo#J5RaOpbjw*52Ms_5lRn?V<D0E_9eEyr4F0widR<Sd
z>bMzWefj@sOxoC?oic966aXed*}`&sJ9VhZe3GcqFA47K902-sX>*49!sM&);XoHR
zEA^IIX&58pz-p8@KsH7*1!CfiJ?y~9gt`{UR<kl@ieUg?kz2?5!}Vt^jUKe6pLCyE
zSyRoPWD2I2&Z*m-qVG@OQ7f|PmP22bKrSmV{p#G1lh8f}su2HB(yXOgDyU#-Q?WT=
zqY+qbX#Ccx-5&ThZ30;%AA@>lv(L11ulycM&M@eN>iIZRzT?r4nwOFZz+lR4n0-6h
zVp$!s*~$Q!=X#}^PMJ;lafMqMO3TvHJSdP#sR*HPPi*E*hS6N+U<qf9hjTZx%dg6#
zmw#hMzP~Xekz(YA=y@Z@mK{U0F!%QED9G<e+iduWpY$C~S-CoD%j;-{^$1r$r<b%8
z<J~kvG$j{E;?P5wOBrdM&5YeNQslTs!_tP8hE|GayT|s}Ug`#<7~8Abf5;T#E~Uz+
zl(YTP6Lm<jHgys4$?&^e^b@eOb~ATMQ)<U(pXlaR7B^gknklQ8%8BBv0buf7O^I~;
zXo72nEzfu0NTP2X1xTdZc^A~W=ano{J%7_9tLj<@#os4z4a^$r+1T6W7R;@Lq^ZJb
zHOmrHK?!rnk?7^T;5Nv3Zk&K9d5#Di016U4Nd1c*iK`u>P?42Rqk`e~3H()ND9GKm
zXkolpxIdi+{p0&5l0v?6=fNZxK>-;y{`RMc^Wgcre#iom@J=h!z4)Rv=c&CZw7DC6
zX^}Dtwve4`4qqm4m1y%6ktD8EHB9rMI&I4|)~EaHhhMq!DaHmi;#(C56{IpB5yi6G
zrRuT7kQ(;UAm9jTGxF=49|5MTEBTaCd8?Ih=HV(r;UC<{#9Y+Wf8a)%tB=L>%x-#U
zC+08;Fy>q|(2-M80(Z%{xFIWdcxi;e`xS5A2$BRD21Wxfsd`K&h}L}2W>5;&4k?5K
zGu#sF`04;*nC|aq7Ac-7(BQoy4uFYl6RBc9J^DP<7Or(gUwacAGDzHG>bnXPZDd?$
z?bJ_j;mBPqzpB!3XRODPF0{OnGF9N&3r#Vmw!TLkRM6IW9tsOAXG18*#wE%@Natkc
z4^L^dc)^7_5avE2MsuFwHtY0X{2M%?f`oH7{U5Dj<m(xozf0?AoNq%rD_OxD21fvP
z<k!;DL*f-dkgVR!XKuO5WSNTcsdn~dUXsVBt);!#C`)3NvPTolY1)#MUF^Q{zFDSw
z7HsH{(7mIiQ_Pq1=2J4Ji1g^u=q5S$)D#snk>7fLJKrS6;)jKxGySy@Xx&ZW;@eHJ
zD}}KQRausuLY}*SQGC0A9V309of-=E2FF34kT7l<fDfgrZX=UgCXVGoxH@B47us5h
z`qeHB_$7kAnc}tZ0<tzxc>>%>g-b_ZZR>ec!_vIUhxOlIOs>LRcws;t=HnPi0z7(~
z+aZ+ZX_qzf1ToRrn_tXrh`Az8F#HyY3A&N^oM&$CQy{E_d*Z8G;|r9+IQ$lghTR}R
z%1%DxQEn9K&am5JY_ZoyuBr_%r@~u1G^p6E3x6SQ`Z#FR77{9UKRO@4&kLOnZc-?W
z(f1cPV%9ePt-aQ)$1xExrv8_uYr1YeE#ogScdj-;66u=4*j#$W<1anEjYMC17e?3m
z#|Er$q$B!sw=}Jfl@mSN`w$3d{~ndI)gK(6YPr|U=2%WYnFs`WCCHX0b2|xTVB5O@
zGh9=~QYcs8e)f)c1p=#s7qIBCT8;noKLJ~RSd}ib98X~MYkpcgIb0@SY=5{#1QxQF
z(t25f(KPRyRhgqCV~lk!)T1CLo45a(;n+K#sTp?ciNQ}u$u0Yy=mZJ50{Mp>K}NSs
z3&r+JQ4xR6xG|<3M01Ss2t2aL^yE4M-g2=f*Erz&YEHt0*uC=O`w84MtlT$^8;;VF
z3FOVg{LkJ(Nn>`4Jvp(E!kb@AoLXGICK;cVZpFfrp1ZEfTx_zCGmwP75a<xfyA4K?
zIezV-*Kkf23p(v&{m^EFf7w@l9c@EwM^J$U@DkzsIX~a-nxvqv>-Zl!CR@2jNS%A_
zoh9eKg1OkWaG&78_&>>+3ZS|KA%4-mOW2YlSs&wlyCr76hMbEpS=Nu7J?=IkrjR}Q
ztjX1uie3<$8i+OrHcwk{LWLhxP)UA__$Cle*LQoH`IF-S_+5nHHS~z)j6#qq$@Ut4
zo15OPz1+{^ss_9DetRVS<W?qyDoyHLb-*-~WSsdKoWeR6Xp0DvR{jT<@fR(Eu<-`S
zQvCyvB>@YL5!>>_`f-~?{TF`A`^P7Qbuh?64jLTrh72pxQx-0~O<{=v)6riDZw(nh
z@U{R1Zza#)<yec)b5D2zCm})oSS<ON92?@<qJIq$llDJqEwHQqbFJ0x)8x$dX&5jl
z<&pk9v2G@d_>d1!qOORvvVh={auEdBeu1)4_0H?~SKSf8>*c-X71D3bq!;(rA45}Q
zpim+}E)<g5(%|?<U`AceNb-+MetXBpKR(iV``-oGmU+Iu@1H#)sL%;%Pj9<P;^%ZR
zh7M-Ft}j0dTBOyP|5beIT8Q<AfZXV$vYsn5?n(bz{54hdK=XzveQa0d&-|9^-m++g
zyG<RDU|>LoKr46cq6UinMStN-LvYW5(BQ-c2w$-j;Osn@&;d+Bf^hV#)x1bFlmBiG
zYIVK%HCy7}Y!;aDx<<**R1W7e+>rHR!F$)==b@t;rBdDS(PN#<Mn_mS=y^_Fi$*Fp
z`x5*Q2-1RzYfKiNB%XOHOP@v0mSQqlat(Ie4Y6gcI(RGn#)YKaF6+GF>}r*d9O1H;
zWD2CA`s1=%V6&`(AS3^wKRj-re#{LOV;np>B$YKmv}nT;lO)>*JKxYe@5J;3N{yk3
z(GNi?G3o3mS@7YifWk0Gi})a|{jSmYnuFfW(e7uaA~1iFy6cF>JZOP*;r{VUAp$18
zq3)I^(}fwOe<!;U?W1#;4*mWNP{ZSH@v3FsuoPh~_W}8+;(hn=s93gGjROQ8r8*Tz
zJtsvT{ImBHXauj>?^*#ElqXLv_An}ueU<ITqP~!D=t7TQm05ONXh1u8f0V3S$sk;z
zEi8pZV>UIlxTv@oLH$A{C(?jio|&`*=Le|?Qj>ziNttwBBF%K<8w;!Za-!{VL#o2e
z1`M6<BX*hNM>G&)3CnNcDIr~<ngpsps9%1S!SCpT3;yiGg+Pv0hs7U0J8VZD&l*{+
zdl9!&!WADg@17@i?P69!@i7<cidKJ%-lPV6*XZchB#h0QNB|Bod?wifLohTKa@!WM
zDZWwdNg^GIM7+0o5Q5&?;xFi9NtWUs@r2&4op=mvSDkS>K+V!#<mBGg=)W)@+v_Qp
zn7x%}&M+sRFp3+}p+#dQrNcFki1^UM&TmZkke&u1NX#>rKfxsu4-gLNXAS-cGe%R9
zxo&$J%p^E-R-es5Eh3S@c=^<<BE8HdM7{b$6tv4M-j)A4L1#FSj#lC4S}zMM46PSc
z=6s9$Qax#4>}NC$MzUkP3vO8%00V&+C!H|~9?VaLckogh?sIeZ37JZI-=#NIJyK~J
zU$no4VQIq7?H51(2oUa_9_!u)72a8&mli{;sO-|R*bLj6s+SqI=rtI~(S5q*^h}SQ
ztx0^yqJXgGYeg*>lN;yB3UJHjAVm@`%C5t(m)pyql$fAm-0u*21r4Q93rL&YxlrXe
zTEu9GsAL;b;i+Q2CM=f<seiY?fJ)$O5m=puldOoP#}t<8tY*O3%|<Q4twl1}w8W&c
ztB=9Db*bbv6uJ&}2r}0*EJ|`PO8-+?-cLq(JMIo8=-e$%|IgVmE8n&s1Nx{8xzR;=
zECRFgj}J~|5wqq@pO2iELj@{-xGZ)LWK}e@1O+L-fK#}jj}WE*8SX|fSK?^X>*0qP
zF)cIoco4-%6)F}Pv3yo!MjQbx18$z6vKTZmxNYwq&_)~VFvJI<6+o-f!?s}xV!|Qw
z)Muv1W48-Mt5U%{V3OEYC&H9<QJQ7@0#HW{fq*dcL<Y;C9OKDqy`_U+6V6msr5qWi
zUV3I>g2JhFW=!#Ax$7rZA@04hVpjIK<>Z#lZ^=x|Qn~Lx2%}QQUb^|b5w$=h)A8(C
zg;>n+4}HyP9m9I_D#Fnkx9L*9LW-dvbuej{NW>USBw5t;AK~ppGoRi^Scuo;gJRin
zo{fApoz#_Y^hAfQ%#TF<)=%;q{-qIDAAcBinZj_7v@$wILr+egB&-G>K);68UU8Uc
zSrT**7Qp*w?B@)k=SroDS2QoA+}eq|fe-$$um?0ILlvu5-nJ(sG!TZz>u)Ide8BgR
z;V}Ab@YymFA2~VA=CKG`u#^>!HKI|uR?ve_L~kfmfCy$vNN!j(S-qcxiM={KICg`i
zNEy$eiGT5X6A@iv>Kw5cONcsN=KEwdk`xKDEjzqg5Wk$SUD};A0g-K~(7*35uuNpY
z)T`4M88GdCFrbLWNHS3#dj^&n<Cq}GNhU)YijCvs3Ukp`K=L?z|Ds4|hu%;F4S%4l
zNx#!s5vvTAV#X$+2D=Q$p6*8U5prH-m`)NeE~C=0WjM~pLm2q{KjO-t%$}7MfD}2A
zG$8LHw^MR`p(iFail4iQ=p<|Ue!EMdf$OxyuuA>!bLCRb4C03)Ifiv`P!npH8&nw+
zheL2C#P8;#MCoyzSZbD)f#^}YJ?m0*b{NqohdGk<;^n6yoysYbE1#}nY|{xDOZ6E(
zkyy1!LP)3EfS>8Psa%Ct=3_Vtv897e0q0x{GeQbXnSYg3AoiT(@YuNT^Tj=4>bAjy
zIt*vXhXZIjt48>z;BOQ?(!Pic+%WL;9D^bHC|FCxH{uR~LLajj(ZciXSF=YCLWr1D
z(B(j<8v=W$Y8N@=v-Jp31@eKxDJ~QC_{ASA18P@H#cN7izrl_m5v87+bV`^WEqvXC
zz@oC0=d&&nSa>I!KAmFsg;Dz_0R+#eqD1(I_k9K{;|WG_bfPb=G@4Y=H{z(t1R+qa
zsIcciIlo@QFHonVGCeV?(e#PR!aZ*8Os~T|6eBH10*FWo(5q1rs!HFO%oR(B|0ZfF
zs(0omA~#rsbIW58NE4tiQUlmIdoKq=-%%rw+b~{~U`>?^+m$Os+<YUgM_eO)OH0bg
z{`NG&z)nSs>Rs(ay&zvG%avEgegZh9-LR@^<2l#gEfZfJi^O9iZ1uKg<g{%4Z=sA;
zUshNYsky`cT6M-L1h_9j#+nk7G%}iE`1R+$hH#<NnIu(+HSu9$HSBaMgP>U@Ip^Hd
zCq}=G9RxG6H5b0g$jsVlr{Ogu`<7GXIL3Ty?`_O!j7ZIO+fqWj>=_<JIs5=?7eTNj
zM1mWRnio#WNiS@vk2X=@pkRgRTgN1jrd1%PzJP(6_rcR|4j3_$*VF8Q2jK_%CP3mV
z7S%jO%hU+GPe$EHs`_D#AzxrCskidAcKk!myM%R5>$e~BFe{ml+vKTqM~)#MB!XQ>
zor^lPnZ?CBg%(i<MgL5mUG>W4NW!&;yW~XGH|Zi=-0`4BuD{T4HkdVORUwLvpbXuf
zHBua=dIm4KNlu9BHQHsSm_?8*H(@-=3YFuD4i5lW<eapq^pk_$wG^*(8txl!fys_T
z@Wxy01qp<K3-6?ityA08+uFR(wKBoRe+xhfI>Cnd@w?~0v>B9Msug{7aNMJFc49)&
zkio8ky=7(NpJD~eu2`9nx9wp|{kVLRVVoPZWi><5eTsY0C3*03D#1qxPlpTjppTPb
z_aT{%^+Gj7^SK$pRr%rZ2H#^~scoJ|4nj;Q9~p#v<^+9?LHn?&JUv4r#&5f=Sj*HM
zk>!5&o6xY&4BaU%%kR*_sDWZ1Y2zv1X(&lsR6jQ`zVW?2``6e{g~(K^Ai&fm(*B~L
z?Ey?B^0*FfxyNW7koN_Rr!ivJmxOY!a&P@~&~XOVTd+^Q1WE2UTBU4)!o;AZeb4PU
z)w(PT7O0_PgNZgQ9CMGUmEXa0XLq)Xja-RtW0ox<ALARjy)!a^qyE_ty)ZO674@5J
zQNu<_e#=wX5o)-mh@!U^H)IKlrb>tq=IuPcK%>dq{;Q?Y<Eo6<(D-o|d_+}bzQAu|
zYUYMFgx)V4#{5%l%a&<yxd=aJ+l@^&ee4FUFLeXqIA0LM2F@eq+Nij8+mbLMryP+n
zV*fkaDa+2XATl!SCm<6Es5y%ol9Cue;p3llV%zwdc6(UKM11a4_ImS8_@8#$E?K}K
zOy+LPNJ6iWD{l$mCHo}+s{&kC*X0QE4MTwVAODMo&Fj-qWJwRN!CfFfrz`r*#B+<{
zBi&)I5$lxEco)ZFsQKg$yU`Ry>Ra0)S^Lj<>l=K*_ZqnRJo%2{E$H?iL_8IXEtdJ;
z!9%F~-ZF@!y?^{E!G4)^N+h-tZ_XIvS$q4i44|*V1R`$#Mk=HMqN4JxVQKlhVQG1s
z=WkUDz1q}2qEp{G7TG?}<m3D|TtZLpe*w<_zr`h@LVDQdSZOsQaXC~dk{#c?+FJuZ
z89Y6c`9+es>1C&J=;aYI`m;a9{Fu&lwV|MGo<5+JGeUbtC%)WdLI(O&{Lk=cpQpJ`
z?a9Z!@ZR3`*F``ng0CU}m02XeorU^$W>E{A%znq+AX3Cp_xj~YVF%85o83j`{Cr-*
zaoPBq%UD7~9e{TB#lG4Qw;hJ9-bq`6K`?xgfUL0rrzFq&<h#1gRoHr+p#KuRv7n=g
zvBjTNey*W$Gpo+yXz{Vk?dVGx{ms@i`d`UJBfwZ$i_tpYG@*z*M&f#2v)J>FD7!4q
zB2|t%Uc!`=J*sk7R(xUXTXRgRVtk5m(rGNG#|GX_-DWBZ#)rlo=ealsvbi0TxnFJ6
zsz78&rH<QaDI**^OG~-Egl37ffl#Jh>N}u&{vVJ-kFCeAHF>9xY=Hy(RPPvdP>zNc
zfbqHK8+>q-Mk^gXW@P-cdMe?hpD{yD{-;g4MnSSN_?y{rJMFD$>3Q1h%wwP$qT8mw
zabij-a^hevr~i!%+qbGPUl<w;ciW|rQ>LHHv<8YE@SA+!YH2}D*@PuyE=c~O%#h65
zG}={^=84az1H+ZDsmK^thh4JR3s%c`@IsVB?cf?sVk@Wyl~{F5;NDXh90xZUVvm-F
z0^B|^MnMzex=0otoF0LMH3Ky+007matHE{LOgJA|YNd0?b3_ZEr^cLdIBPn^AeFs1
zNGTKmD_&}+Ee@-d_@U{Y=ff(J%qEu~N=1khh#a_yMGxx0T(x|P<Y#A`gg$J-Xl1nZ
zts#v3vmb|U+3+7~YT5W3MjS;gEeEAI5|%z`_np4Yx2?F%j4<e>xM~`|R@7Co@r~AK
zj;DbYJ0y{>k1@RgFNE$pYYkagdq@y|au6&TYbM4nSi9MS)qyup5$H=_Ids)rP?A;1
zVMe=I>o`z44kEskGSW;R2G#E=70^a<Lr-Z171p^EJ$O*@anlA`SPFdc1}mL1z3S=j
zUpcOBo|cm1qBbVw`p{6|L^G_^E?N+81y1(I5ELFd`ytJIvb}f|kD07q6*Ebd9@kIv
zEy-$QnQ}a1B!VR&V6Z_!6}K#?xlS}Z{abTWbw7pH0=jCKp4I01;>89~`Th$caDVqS
zxSG{;`NID9q2=#`2ZfuM;zrY#7HOv3o11XiC@W?MWq;75HhXA_bQfOM>FExkcjit}
z?`sf952(<w#^?>7e~ZGx;VCP-zP<)!zU!x8VX)@FA$z@YlB(l_vb4>g)XgXfyxf%`
zC4w}$+n0X^?EF1X#QFk{JYhE8`XFS>4SFR9^dW65fTLeLCtOA)<E8;v`qNVR?*21|
z%IZa#_1Lfd>7$bH%AHb9hb{H%`S%RE9?*_7?_ACEW{U(=uN^t1C)6&vU?LLC4JCmR
z&Kt_DxMG4L<HTgX%~Yqpi_Sd8l81Vn1GVQBF?zqB1s<vf+2OPxc{VU<V(}+gQqln}
zCw(Lk)Am=6lGsAj(tn(X*K!ERdMZs%Gj(_0W7Pk|nO<B|lO+csRla6}r=D1-xfQaf
zW#87+S~ri0O;J~qi`6tTyTjrcF-Y&srnB}S6*i{NCAk&-^_xR-Vgxqg7H-6LyKHP$
z=-$2n1sSa7@%Q_?51BZ7NKjx-*h28tnUaj7`m|1&8D*XQ$bk%ntkkiu)FxamGZj;d
z5r_A?GTf3WdsASL#JvOsSjJ!4s_U8f_-dl->l?}a?A~!5$JC$isiF)+k5n5I)GJDZ
zvclJ21lUy2jcRNy{S<h@Z^1&gSORv3a-p|jb!->C&?T}+WQKO?)vub=&@V%xi?r3m
z$T8F$+FKBlW&=bpP|o)t@we6)W2Zjw|Nf6Nbz@?<h*+)lQmZd2$>?xZC7+1e7meJF
z+5ORx@!@@|`Z$WutjG&PJ00tZR{u3{pL-o&yKAqvU-392yl8DYlWNM3FP2i0l7d55
z-I;~ZeyWDWf(?2|U`XaA5h;_z5jQUhDNv(suuv?1ag9el43Mbp1`!n;5Dc9VwW!n}
z8(UpF-ZY9UN2N}{`JA5Tn>FrY;!@j^Xtg+3Wn~%EwUn`bwRq;a&$^zX&C}Q{saFdM
z-9nivg9%I3^F1C&KYh=Lk(c>yaiTzZ-z=xKX$~3y;C~xkd$@RW53eJ^Co?k{VSj4w
zEv(Y)6%!d-LMhYl>d>yAmm}^jpQ_OR(K&VCtbrK+aayHny-NE>*GP{j{vZ&sr@q4{
z-bv-*tIdRl7%VKP@fpI}0xwa^+^?x3c51e&P=9V?g_vD2V!q{|Iez~=!GNRNseyb?
z5)*>@0!U!;_PP1`r{z@9g-DhHxg1R`PF)31|Ay!_&#Texbs;G$pA-MJHldT-D3&@K
z{ufl}kvPV`?B4HI>>z^%4)o}8u}LHr?!VKMfoV!auSN<fDdA$<+SUh(q)oPSwpsYq
zeB0b`j`W>pxd7++WR02(t3G*1hU%=46Csn9EH+P7AmOhs<<yFQc}7D-1i81_0TIvd
z<C54x_{nimMIoq7Y{u9*fzv2s(W3{uK=XknF`dAfTe;->`$Jf=l*mBap3eL_Hw$Xd
zl9*cbmY9BMmfWyHJ$PKZD9#+>2TStA4mt1#_a>m!7p^b|pWda=x8|1Aqa!;VXGF}|
zR>S0RDxZESHuuw?!y;FnZn=Jbx2y{Koj2<o&*Ud7&lV^z@sb$vukHQZI?z&3L5!c2
z>v}z?UYKL5F`Xkzto9(kSMEBz3q8(m9`HXU+3+QLU(Y`_e8hVbO1P&SK(}W)aoS=8
z$AraSz>ba0TEzx##V$0=S<rkTAmu9FeL3YoJ<eCCch6UU2S@JwrV{x3rVj)MqK6B~
zIg>53$jOzAO^UfWL;_#txOT9sTmPCTFQM#MR1z6YNl&LxAm*f`;Hv7qR*yachwha?
zQDXO8%x?E7BhvMtulb<!DBU`xjtJ^=n>=5$T;CK%>_A&!044$*JIkRZ{i$I|v1CZE
z+t<FL@`n@GPSh`i>&kr~Vh&<Vq`a3k?+UwTWRBzaz3o7+#U@t_=ce^@G<h$&jk5a4
z$KPH*%wkOxzhjGoOQQI(=k9fjcKA~jBfS-6WjtAM&!hoY=rY3!8L_mV0K4gjGM*up
zxJK_iiLD`Gn+gcvu7~R9wykS&|G1!f%S@f2u549z{%JVfGJGTHw+g=3&(n|{rBYVp
ztkxRJ_rS)5@9=7X-C_SKd+_7*f!5p@6|g4(EV=3HBIQxR4+2@%bzRK-M%(s&AWCDP
z{UXy2xTez19W=}*QeIfyWJtJQGJSH!&Xx<dskac7O3GAm<<Owzer_ioZ5Gekb6^Ra
zy6`|foWJ222{WR!X+v-}4(qBrzkw(2G_DapLW#nJqQ(x<2>fj#u*Z|}ZPSF}pJy}p
zlSzf~wX>MI^YhV}P{0m6kV!TEZV4O6r26yF2xL<2!T-sm3MAdYNd{7&tI^;769zyc
zhXYJ=D;kgy$`${X5voQ2Sks3~JYm=?G<=f&a&s^Pfuu=auh=P=DhBvnW;!mOR9`O?
zjtsIBfiSE+alKizjp7>@Z%H*Psn9Efi}cT_y>1vR;Rr69Z?A<g>-lNbBdh7D<paT@
z$Jlb))q40})^y6Z*FQGJ;ByOHcXcM<<}d)<9E=eAB@%i%9w+Rc{&ymc_WbwV2dAbC
z6{``gX<j=>{2m+IM??CMzt(h|Y)QCTy2yn$s%bjyD&`L(`)ej}qL5e9Q1}So#cEh|
z=3d4u&URr5uQ$Hw@!&XepPCZewI@?j+UdZ)eSJ38<+pWVTAy#1UC!3{AZu~?U$zSK
z#shqQLsfWECU!jEPM;-^Mjn$^@ICsHp8aV5;^mCe!LtY^er#?d=G0NGLW#p%ynl5w
z1`pw5P-W=FsLB2LRFJQLYV84K)!E=POP4*0S^+5D?7UTX)bOf1l37G;EEbw&RU2uk
ztCp;_`u*IUQ(<(J1`4BSdEc#DK<cXUQ;RZ#!|-v%Y!K}|&y=&Zyl9<Rb91oY`08G}
ztTFJ8Uc?XFID#irAmLT77ZpB-RcAVmprGzMY($i{ksW3`ahRu)kNRJslQV5F*>*h4
zRw#eY2wWZ>_bhrHuR8x741_{qRDFvO;cC54Tst~|@@Vm8nXOj#CtdaYpq!euC@4l{
zIq;&qN82gGUY<ujtHfc%>(S;}JY>8Dunk49wktjRj+@+kZJA$x?uJH2)Fe|iTu!Wl
zvCI3V#^qj1LCX;O#$Hzwu~?e7q@%{@j7Nz(Rcw)i%>4-9!yQz&@L{~{VrXQD%#;$z
zFP!S$X-=8{)TK5Iy0+?tpL36oJfJpEtg>ZAY`3&77Z#FBs1<nSmf0~TG@rfha&(JI
zKIY6O=OJ5yYwtNL-?ZO*FZE{aFafL`FNcgimxpSua(cb=2KYp*L;BbZVv-frnO_7&
zd*>Ee6fgR3v6OIJs!`fCwAWW7t;kd0qh_>OQ~0$_Q+vpm{I4m-zf3tLD3IcyYnn@a
zu&}<LCn*((h!Lc<!N@B;6BLd_{4Ff%UJs5H?>y@3)Q;zD@}Y&b*ruFv@vDAxREjiv
zVtdlHM_G)-Jk_*z9vF(7Lk_eSDnw({p^atKji=|QB}-;WZr)?P@(3<B&STapqfm#`
zNf1|e88y{tuTPQGmWzTm>m|U>od-k(;#7;k7P4pblO`I>4F9S28)Yd?*dR6y@91k<
zP4XJJZ7?&cs+U;KtcyX!Uz%xyW1CdF!8>r11mElHZ#}j#(9C2|lUaq1#>6y)2IubP
zM?dp#?f2c|AY)A=XT3h{6Z$+=!6mNq-Xui5+R6WYYKL5Yo4;I31+~wPU1mIu=wkzq
z5jD)C5hrlj5mqZd&qMK96B>PuIk)pxx;TyY)2^U!W3j?Z!AOpQ?D=9Oj~_W;m9Vp_
z<Pl7YzsGWR+O_E`bN7<bDpm+DR$32MTbv*kDk21_0RyLIgdJ5CAR4Io*^6o7sCG@(
zPj|6KvkhB$zLhN@V&-^h39&2+N+iG;2~uXbs!4Ld-t|O}Enlnz?cQS&S}QEHpa!bG
zl~U!bGh0cXJWizQSu&?LN+8cK3wg7FXX%jWmS9jtnz^ESP;!#2FaO}|JD2K_)OcZR
z%eC_FFsIgrz<uFj|0a+*-KygIMzS#sI@3q|W6%*8KW4b1GbvC94&JCeoc#GkD_2)N
zYfYJ{^pGodBBqM=2O7j$*#|4_w%<Ka+|SH+KI}n6Oh|kWJSbn)Xo(+<2i~>5)Ujhh
zZMO1QIk=V1N*|)dLnuI6!E|{JTi5^0E0}MqqA8_fawt6`Q`#}Zb;pGJEU1T=!lExd
zkCFMFj+qyq3W5rj{OZ)d$o9kOth8J2nb<ji!7)>t#%m~X)a(I1^^`@j$5v7v#sKID
zx2f#H*{hicEH?Z_9W!^09yb47e^mXWx;%Cb>zEGAh)&~VGbW_euli2jrK*B@2AaKk
zmvi0gVLKgGSMGfD-xshw7W}Cpdt2%{YU=CT<IoFP8H9bbW!qR93`v+|sHu6};15u)
zQOnF^2AsZ;F<}twKO}(fX`N>zH`PSVjw5QaqWE#yeo@l30ln&mV_a!=vcwSSaNX+a
zc=j53=4to{3e=gQsv^(^_}HQFR7Jl8k2bRNQ#EhMlc(F#ijH-tk>I#8%t7qb8q@+(
zzZT`WbE@RrG$`Ir5onqFbijIqW^^)v$}eTq-?zqihN3DqHxFS!^V9gdvebBdFjUrz
zrJ~-gLc!|Ks2q?j_fP5H;V0pV@@wlOW6D5Hz?3$YCa+$t93?eDT;&&tOAd6?h*V*|
zy!(ox_7Lz*9R*Y=l@6l6xgd%Tt@yi1@m$7ld}LbPH0yMIij3BR9>fkM?oMdrtK+Fh
z+6UV@2FT{Qs>~tZOxP4nBxk=0S8kfjP)-*byN~Nvz^Qot&WQH#O+i0;kRYqBgQ)u4
zdc^#=IejFhcaAZoY18KPq$v@4QsFhxqWWX?MWNvKWIz`<p3D3{F`)PpEX8^mew)mE
zdMzo1d5jAuP=0>+5Gt4f2{Yf;hNg4lIkH31f4dxh4!0}BQD5isbx%P?q9LmmPmEK5
z8z7xu7{+n+B1Ijnw;Bv_?c5j}ll&&dtfsQSg@Msn7}IUh1->0w<bUCs-AyL{zUzCU
zaI#`-i#mx8hF?+K>c^;e>7SAJC$Lt@b%Y~aEFz(kzF<SsdF19~d^%2BY6gzBqHr-5
znkPqV$4s6&ZDekd+dNtv*7zv<1I}jM8nungw92sw2B{e`7&{JLy>r{vPG|L_<<UVx
zb8izSFS;0OO0J$MfDYa^-uwNU{Ma^DWys)!h(tcN@6j6DnU2))-acyfmv?9juk*(Q
zwR($J<W3;Srsg(6>l5GIbH)1Mnn#;A)Xc7CR6gPJ%}W_lF!Uxt)wk>PPR^4JeC}zX
zF=_G1(GwF}B-l&w>Y_4sHN6dYN2<V<Q8Ewn8I>i$RFZr1lxEkHnU<!g*%Ro2lK>cF
zEm;Ft;(f|5y+~WPQ<{#^zV-QtJWn_cI#=-LWITwCL`eBKDW-az1tVLn-e_G??*=T0
zqerRD?q+cCfBZ~?6V_{bkHC|?+b|}ZoN<b8wCGJU_}#@TsiR7ovMAXtIuuVdWo)Uj
z78y4VBu>FB;9TJy3OXYReM5%|X~o9b#yg&o#AUjwS%l`vA(l1~lp_-4O`y!=GhB*d
zO(-lQN^afJl;GgSu;c2-m`b&TI}}N;*uqZc>T<um2>#-7I(8Y7QIUS}^HzmrO=exv
zfLgK~&5zvB9@z_gU@o5$E&Ng}5$3nq6!V(j$8w<1``C_?;rxx_%s)LE2Z6JwKhHXz
z_zui(n0qq9<2UCL+R+dm7AJ%oFU|tgPves_yys?cNxh41CA$v+@cO6Y%aZA<RI6DY
zp;ymcv)aXQ`<8&o*X<bh4BN%jt+zQRWxriDKaxAJl%#elB^@Q1^2$rT$GPZyZJ^7m
zLQ<vD3|tG$VX{xR`BJ5<W7r+YqWil7tzh<Zqj?(LepUx5WIvpgch0I~OOYoLfG$l1
z)v9}8kRBo*!vxam-KaTr4M824{{-;B3I1Ju5)0V}0RcRw?@r)>0G>Y&T0j7g1LU6o
zo^BLdgpt4`pGDZW|MW&=_5r~^Ko$746aLS3wZ!0eXd9O_x<aERbL->+BgOImUXCAK
zjN{+f@V?GQojx7@-<7>3uj88ki?a92O5;Tr6k$5F>M5lz*6Q=fZe3c8OHI_%rYTZu
z2Q=a|-QJM(c5kALq#m0?(`Aai9QAQ>c6$zc+R3S{S!F#*eh$a7*lRK!nv=pPPY!ko
z8a>)ZPHtnX{gtli{bST8-FbG|VDOBt8w5iWvB`DTc-oqgDBoVUkEIf0H|3hl&IsD`
ztM1J<dJ<*~gNdBu!B^MH+MS-@`}*?}j(4nfo1W+}@GsA7FA1HaX&?CScj69hD<}SY
z<!sY{YP9aW=~F+=E`EHCOZsi*V(9uOb<V03h0>&11XjY2TvwWMW+w7*bjQR!gkbkc
z@#n=KSUs?ov_S@3$1s>qB`b#=g<saL4U7(`0n^RZ`77_n<xtj(VIsdM!~jJZxz*NL
zsKfn1Jsb&J{1+K|fs*e;hF!fe7gN>&d}N+}W-;Tiqt`)OtkPl%xgAR334ZUvuUYs4
z1*SNnZfT2{x>4C#M}Ck)ABDn&&Bg%z=uSjQy9Oe&I)ryuBXxO?HxEj!ke5E(;TK|V
z?Dq(1ph=wL0;=G+FdVor#0besg)z&B$$nh{7Uc6o?_=cRMJqLJv=sh?^lXJQzU(sk
zRJk9&c-^Nk-n?>Q5WIeRr?Wyb7n7rTL7gchJj-5}m^b**JV{Pmaap$Gtl+r*Cux#)
zd<z0gm)0xvGJotEhHb%~ljRSlF9<9(-BN6o+8_Nov$v+%$LAE?+&BPff%j?r_2}~T
zr9*z~(zN7Af`N2XK_~?hBatS(zfX7-a&T=-Q0GPrvY2;~NmSLSf^2c-7Z`I<h=8{s
z9%u5Q3oSvPQV?`KE0z+M6N?rQV1&I}_TG=dm5@ufTS(XN$0HMNFYTPbDem>g`2ky7
zY_~8>LzyB_H=(lngcJF9p=HnDUNhz^$||O~qihk9#GI9c`fi2B23SIXKiJFSyvIhq
z)*EuCIt_I)F{Z`SXF3rQDpnzy$-#p$=kXsFP&h%1?B|FVt(AesHV$#&6b>(tLcOM#
zsALP4&a7a2%W<9iHg%Tua!Hx>?JeVfg(T4z^&8gLah6cWoN@mmv4)h(dk&%R-@Vi(
z+2HKrVxaP5`h)9wA?Jx#O~!V1+nE}w;Dc9%(n|=)vHIxrzH^kWsFgd@;tH0>z?-tL
z{YXQE5Sp}>QxzU$;cK4$P_Zl#yGDu$Zr+W9U@a>7wNu8j1|rxjb221#7+IcezPD2L
zH*ez7cgs?cNU?s6BJjnDdf1qbLO~#7q(`@P<8s{d_p<s68#`VcMmVW_vvsH5$Hgn=
zp<X^Z2wADjqeMw&F%~qMU(b*%tT!J+i4o8~gPIF7x@UXBZwci@Br8+r98~ZnwK@}b
z7EIbglqkrrc%q4s*Tzf)t$vpeg#~3DEa<Ao9U9fDl0zM$eed^$8HKU-9(-^v*~)9a
zvlV;foQ$37#X41uR^jSv_YEj?I~I{*CYQ?9)2`yEQ9OMHEY3K@=dS={j9)*fk#>yu
zm|84ITW4KJ0L<XPK*4aXp036_USA#=4!o~sR6o89@V$-H8$z7E@5B2^+jSsVw`tEb
z>O12uf1Eh778|3rXecQV&JLiSa14j9?NY9H7=5YKq^On~2|yW+thR8RCBY(-!gXGr
zpx@N0fvbsBKy=OBc%oB>9)zzG%BSe!N+}w}wEm@C28!C<|5H76-e%feA9pufQw`;D
zg!v~ulhP6|NUwzs>wCn2X|uw~&W<UHud4p|O!0Z~G;=e48V$p-6No~jbzP4isl|0h
zBY`NZ;MX(bq}Pflos8XmhL_&~War)1WT6L$E$lzbB1@-QIqTx3JYoI(Y6q|@5DJGO
zemo<%=uEB`84n2vWv_QuQ|TPu;u=ZSHIfbVcYb$|?=*wp9Xt<cm&kR+kyM0f%QkmE
z`;a}$hr4-#-0xS>84=uT;R$mf%-JRr^bj%VNk*JSXqI49+Zk9JsV;vUaOuR&sZWlW
z?%$cgGg6l8n6%ai2~H6=xbZIfAiL4^A{fc>!SM9e0$xy$!2Q|<$af(j*LI}!9o~im
z2OYWGTnvir%cjT5#kO@8`uN>PhY(bE6Fg{{yZ*goqX?Q}RA@V#<hq2W^jLY<ZFq>a
z7~m>q22Y2wB~#LuS^nv}LZprr5S(6r0)v**G&aKvfD$*E;lO8`wIuqLIW0KNyG2nV
zN7oKo!#5FE0}(S@UCl)pmfB6X0*&RsgBPAOk*k?nt9km*ptQp0=#rmZCv#U`spq(M
z)x?uDzBu|Pwk*jn^MXX&-kBVUuPaywFez|~s)Eyijv*0DEe4Z-+jk;B)R<uc42|Wk
z=cTB8R-w`K6-|XBP?Eu|tz=e|L4~IU7c|B%Yf<-MOa^og(YYOCY7tw`S+O=nXfnct
zUWBQghf0>Si3Q_IxF}ezgTT2$SqC<IJ1h{9zrdxz?F|o_Bh<?c&?))j3ta4A)#LDC
zE`e;01zsfpK?zU0jA^4V9~=bl!YK)!me&VXIvkEjk&}b7Tt$JX+nCI3rPy7KJQYi}
z(K2^2y^%m9d_lAliPT;%N0!74%EP#^J939WJgpoxI@N3M5BT8NRnQUY@8`LWB>}pV
zoE1|BCzDRy#%j>^gcW84JJr;t<L!KF5Rk$<(acosNmItqSvKso!jey#B~(6BxE_D+
z6^oDEAo{`NxC|SYboJ+G;}nu!*D|ukF0bNw#Z$|dIM`tuS$@~JNfocpE=3yTd{VkG
zR2yPeh&VM!C^qOYZ28oKWxye35p!^cH>x>ERvQTAAwY$P7>pGN|HYJ!9#NnGIoY|N
zgIz6IGM%36+oLgt2|4p(EU9asoYs1MY+o94q*T?X(nIbs^O1D5s1mFE?GVFh?|?(I
zI)*W$+qB9nD7}4~ExaVk!8_rgXPi;5xftan-v8yW-ctXk_dP+RWsGpeX)<_F3Z1Q|
zG~sO|C{>deT+w*MiRc!w23He`obY&bpV(pnt6oGcYk11Ht?uKU*ae|nqfE2ugS$uy
z_!CdKK@+?=Yj82V$*Rm}$x)u5P63*U_Qsk~4e|^LRS7E@P+^3%pU9$Cn3dls#vltP
zFF25Qs5GnMQjMLJ)5iz6%<N{O6{SA#1M^>k7tPMygtu9LR>#w}qBE^)rUC`LI|6rr
zrk*3Oy?kp##3}`T*KXokXtWyn7zI-;Yh6sx6P7}s5>rrQqj-8E%5z;<%s=P*ah=@k
z$qYRQv?~gr(;_6xGkQQqKip3fZQBw<D($1&Lnj>*`m=&;!X9iB?<_ocy*&{^kI<Sl
zf7?fjiXh2!(=JOSQ*nxgUj0ChgOPhN*|V#jse;eCJ@+K!pYyN_B$edPx$(C$>P(FU
z4PHL}_l{^mg)`)2YqvL45~PA5$d`soJ|t_VZmbjDP7UIU(;*W)4Z2c1wR&yzDj;^H
zK*^ANf)-Z~dXF|gm0mpzMXAS`cU)3WZjqOS2_p}X3QTn;sGr0Zsq6Br3$Ex}JG8Gt
zzPToi3N!M7bNY47@hX$2C4bWCkXcGdM-ukFEDr$Fc5`@JfYkgEfI4<hpiJ-Ihi9+~
zw!AC1Xs*2JXZvQlUE~mqPoXm-B2k)aX}3NJM4Vz7wdc_**lS%96K(-XH@YQQ_dM@G
zmV_=F8=@;6Bh$cQS*DuAkDgsT1W`?SaHh)<G%T0W-Kr%j)E;o{{2U_*$(dNTGIYt=
zm=`3%x7dtU^`9wBK7D*#$c=y>Be2B`(G(90varjIDPOdlsc$EAxj)`UT0LFK*hTTs
z+EcfC_HM9DF@Lb;CgpJ>Z?Yk9s@lz;acE_TY^d6oG@*6v&u?>Mjpg(&ti^^==6<#$
zc<GXHv|s*oR-{Aa!XdN<0>V5gL(F9J6wcDah{|36l-?R>gb`Wcy!l?KKL7RUGdF9K
zi0rk?%cao}D-n_1M=&#zaAw(u3oo$<m_kSS{)(TpjC<nQ($U=W`^m27U7bh2iCehz
z-S(<%T20?BlgE^cHI^Bd^rLNW=zWBUDsyty8N&Dtbw|lUhxF3k=QOjoz6zD+pDm8+
z1^h_503Z6x-i7y=y%9@jCj?QY1+4Atg9iu+TODlZm9iQJ0hOH&=XWJI$3G+cnbTo`
z(9T_vPIe|nQ&P-@VqiWGn#1#10d-%g%W1C{b)Qw(r8t5Ch`ixKcW0>*+4x8d=n8j5
ziNi|AfE1t(2nK&E6d2%ppSVMPMfBW&T^9@$m*g|8fbam?TM9@8fA?VX$(^kPuPX|#
z{a3or1L9@je<E*^3H?4R`2yY8J-L1r5P1{c=b!>a-l+ei<5&rN(;|F4Z?9a=y!I~7
z)?AIwxNPpmd>AqQ?7B#YZiL+9l5TlgRDEkPN&eMhk^p*3-TXPi+WXC+=N-7bmaL{$
zXV%Lvw=w)r$9_?!w#f=nD`uWn7hp~{72L_0M%ne()J+5aI)xvwWXD;3el&Ne&YH~d
z`cSj%?gAcFf!)0hd!I>bGL)0+6_T)tHRi9wJIx<NH;QhyyR1SnpW6<;=xjfTf$<8=
z*F<wNKKaQf{3YCkfkVD}<Gf03oHVSrd)%EeXRrRgz~smGqIl}zcirWwdOB&y@~*%$
zHzIU9S%g|~6W6exrfvV(s5!L)Q~LNvWN6l$tvTpwS6w_*r@ptL?H~<XmHDiV)1TsO
zKVNiqg6~Li=g7VwD%j#=n%&xh2soF2JRR~kcKp;aCy%8&t)`D7j=G*IKtG5w(pL0x
z<)k?&*St9LD2`JF6bX*xIfF;7joIUZt#x!@U4@R(hYCII49DIIsv{@3RsWsTK(0q^
zX?uxTJ}UB4jys<B_@s6^2f|s@z*?4j+f1cQVAve?hfUCZ{-s)6Jl1`(YuY~Zy07N?
zBn;we7p`X7F9;jfg<Evw-*fRJGg1KaJ0e}#rc7AN1s(2acJp3_nfcH>SiXYu9s5DN
zT*k|!jJ<Q!tvh0Nv~%$-ax*~`W%D3D<yi$2@H6xB`1*11xzDLU>8sl5u|8F#rklje
z9ti3FBae=8oa=C-Qr||%EW~4WL1Z1B{cdOjyjnr4HcRME#XfUvYgj|rR4p&+*`ifk
zZU^T4D6Oheg%tQC((!yimkaN~25Y5lMrNki^&ElT{<wjQZlS4PVL@;2koZ<>=YV&_
zh;+Jq|9$)=@8<?U0h|I4nod^dk?Qby7|!zK28Oy=z>DSCAVq&wSkgr8c{#TwREfJe
zKCq3}xl4;ToLRcA&Y$?v-jr#y11U18^}T%HmMQ>RCPI6r0gb%6Fj9kvUMI(=_Lp~f
zSrowKo1dyj6|w0?RBKwMp%`^@*R4ruTCU%qmHf0i7PNOr8YM0Bj4-{cK5ly`ukKHC
z{8=7j38)irMm5&Ah{H$HK|omyG$)#;jHP}fxjzFEi;o4)u~o72pRqtz5V^kknH2s4
zMyLL5UJmyY)PA?eOAt<fv<Z-^ySh06@f1zBU`eIxyY6PUT^by`@Ab|l!Q1}qeT-;7
zzhhb%*FufiySn}nDOkg%Xp0ifi4r;Gk$LWBUF+WtO2oz6Et7EH@@<8g_sdn5&(p;K
z!#kh<(PGpU68gU5WIsRf6>?vwyU?&4S6CfqhcTp{*wY|jGps2_5_|X<-#_LZ3@oEq
z#Kj{r;2XSiXVX9>UX`=2u+Z4&ij$wenUom+T2q?e6`vh|_9~}+1pl*@m5Nx?X#D>p
z@2#TZXt#Dz+#$i;-Ccsa1&5%)-8EPUn#NrlLU0Z4?(P;mc!IloPLcI3-D~fE>@&{Y
zx#}CF$J<rab3XcksE|Z2*URijcxjpCtI5v>?)qoPBt&Y<mEBUA{Z?3X^Ri>*Wk)I)
zbKsS`QDJw5pI1^8WLWEdpDr10a5V+C7Hqd^q+%kO$ySTLR(YFqR@cB%97a_YPtO)P
z3uVe5$2Y}a?8{xsF6+}a#h8^)I~|R+$zio%JbeI-=<z~{AMsI!a!T`A<Db}1#Wrlh
z%M~$2*vqFgYvWuA=mXlPi_MSKf*0}I-2hz!2C4zD2T)>iZZ=<$?p_Z3_&tjk*eQ6q
zdjcTpM>?UMp2Tklfl|cAF@zSSFWVT{`xzI}{0Ol0$KX#lmQIzKYf(<Q!~E_=dV@_F
zyo6ajSRMJ%az_ieP4F$gj-#J`062LTy--=Aa-o{sVQh~{P>#Hc34Lkkt4^~<`r^V_
zop`(gs+&iXlh)RDm>2tl`j+`IYo#i*$yC;lgIFw=QC*I58nO3t@ryp*xKqzuRmLfV
z^EJh0@i3zu2@QHilFcLv?8BOM|0EbB{iNi**ogy*kqir&-;9_Db~9Ko&sJA+LYW@j
z00Zj(dJgiKU|a*wjkz+t8mEUo%vaAxC#J`1O;_j$qdm&46ymRKC#+b+hYtCRj*sfR
zO|c0_N7=-K@f_Omf(Y64%DpB*m;D7ZY-n!>(>7Orz=SPqO20qUvE|b;<tH8~xT=+h
zC+JJ7t%1KXBwbJtVsd`MgPNfaptSFg|Co<KgRf*HT}HKNQh6mcCVZG^RDaX2wx||%
zC>h_W9kU+)j0AhzCLr?bnSzj?1hrPPO=D>uo>;e|he*O(da;J*-7BL|w~Rr8S8inz
z(7`{lkc^jcO~#?mQq1&*Y`upo4inMHu1qqppRlce^|`?m(D_tXcds)}n^u{A<Y(|K
z<g=m$x>dgZ-oyjU`4h+|MCXDc<64QG>&$r#tKJ8<4Y3%@h7VaD6)G)Hxe7<iF&!{a
z7eC*gkiBR?AWtUa60h=j2#yA_nugdpnU>?ijwI9%9@aSmJ9{gMs3pRyC6>i=apsER
z;>R0e`$J53Z6*<mev2iA_GZYJ%*QDeo>$KF-o|G_4Fq9)+ftA_d{>n`YwQ_wScPxm
z6RT)(VAj2ZgXeAqDNV@V7NU_3sIArqOiUJrauO?-XPSoNG{ya>0*tc^Rz(2YpWidf
z4etD$7<M&jN&G^Q8wuc+Ig8edot15u8pAvAyy+W3`Sg{4h~nor=!DE_-%f+&S$Vda
z(uUXjP6WeCqumUAp&R~->y>o}*wRu{hB9bgu2=z-NSXGcA8+ih+1eKe6wGozc`I7W
z90C_p42Ac0tm#WT9qTvO!HY*eLn$au+lfKgb=S4u_g|0O<_|nX_1mws@23n;*6y7`
zU$P|S{rIeoz&LKwhNUTC-d9}qh+SneJWmI1Y0+rSr&>|od(52EElD{ZOf;%)mwhck
ziZ%~~#=}cW8T1*>LSv=ZbaO55XnXD<N;DoKNP?g>D@bKrhiFC%U)dtd(H;oDsUR(+
zD#I-qs+4F^{m$9?CXkR35n*)dR}~?ISBE43=xMC_#y&*YMII^oRV*;<BMgP$-7R`C
z_!@lwVRvM{hiZ7-+CqIHS}}XbPP}P?ML-T;Q2WpqA)C{o>3t^v4XJiJhe$0i{+6M_
zG$c)2@32qqnr-eaf!>YEX?AaFS7nh1r}@j7^tujRwEj60T9pam=gFh-6&;c)^%4BD
z6ZflqJp;$-B^fwGd=v`||1*T~wp%w`r8RK3R(JYPf8y-dbMQkIoNY88ZO|xfySk!v
zG`)(nKEa>2e~Wv}+H7rlAG+1a%yKB<E+gznyCh9|#eaV#Kyt){)S}_818AM4h9WK~
zIuldgW&_%Wi2b-nb>MCJz!YA<jRw7pc@u)yQ8$q-HG(D+5hqeRr1^WLW@f{x!x0W)
zrH*HRCkG5nwi#771xb~56setsSpzSA{Y`xGM@X{+txyn;@E+zxZi4=fr7rqKZqk|j
zuLytNIz1p`XM*`_<^&-O;UmQX5y-WiW`DgnZ!iJtJX@j;6%?`zFc{++JexBDLv#xh
zQ0(>>FM$lj`F|s#5ox|C{C_v>Ry>P1GXKxRZj<v?KRl_A6UF<cOdn$azE7EVkX{`V
zJ`c$hI(^RHVw0}PzE<9UR|95jh)Pf!x-AI-Jf6d2enS0g6VV?&DDp;!X0dZ?)aKe+
zrTJ1}#vBt$Yf-uBhdwuV|2h&xz-vZZSfM{-a%(&A!2`lj<aatUX@K$XV%^)qtNkA%
z?)KQ1OrP_i|6#->@@h%Sx>8kr494h7O`DI4TDhEk-<<X4s((s@_A{PTO!X&8>Lw0+
zXD${4XVCDnt^dn=&3xX%>xj*`u9IIVqzlN)>Rz#6F&gsADNU<$`=Ux^$^xb%#XhxQ
zu`yqwYlahTK)+ToBh&qf|78!g4;L4M<-R4BM1M#8lB1aBtn&V-(NiP4)-zD|jj<52
z`8iC81R!WKH%$iSmYqJY>~kL}L=--h9}%qWw<#Tu<~R<lA{Y73A_Lu9q)43+dcFJ{
z?u^2H3D!kv1>E6sMXR1tyKpky^t?|<8ZviSk(ToK61haD3f~`Uv6xENMEGMy6__Z?
z(f*oWy&^^YLTcqPHusS|u?)NOFrO?C$em3H#zyONJj1c3ChSz`MgyfegV52LZLgOe
zj<|-yaJ$?iM|t{|bED)n5H0Rk!e!1TC#@`F`7Alv!=IN%66a-J?*`t)T~Id)GfZBD
z@kIHqS$)Q)2HU9M<f0Vdk57J}#)nw3*0vD`?z-t3cp}P|`Q1prQqa))rCGO>IDbv#
z>6fxFF)~mu+bC5E?F0nhhD(W0L-zHc5RVZp3d;I@R(mhvu?#}BvgK1|o8byxA<$w&
zko_K+JrxQ!wrf=$#*kL5LRLFg<0&pz-d%@eLx%e!IwXjEQ=SLPwN`EFyRHePLH1&P
zT$pZIC{K$-8-^BCLAdF>_ItwABI|cZ(yp#G?5atvjVi#S#b>)`jbv+Ltw5K9i1lCv
z4(HIB1$%|yv!LBnjKg%uFJDtxO7S6`>?lc5#Jtiov9cm+ANeAq`a;7XL0ZBD&s?Gx
zq&-BReUeRMv^iU0Sz*){NXH2{Ujq3Xz_@H6l`@h%SGoy)JF0$@c11yl0%{m)PWpq7
z<Ll?H*hQ3yhSeZXU;H3>IVvxI{YJrm$IJg?nEjAvi31Lt1A%%}hAdi8zwni@3pEu8
zAAXx$%kV_~Mv+HHI8;4#l8l~bC(%WC1eKgB3%4cv2jn)wlct27gO=9FHG}MR=U&QR
zVmavXg~rX+=-b`zqbhTeBiDhk(9KUs*35x45a)ZXFs~AmfmR)Swij&oyVmKN+GfRq
z|Mfxv6`X1*-(Zqk3La4D`}-hQE9NX>KLE1d79H$P^LbBsP=@*VLUQC2Hcx`+SPm6j
z98n9XGE<@eMjFOLx*Hl3Rn>Op!?JV#&z?OO$oC&9Ev3L6IUVIrUIJqN^x>ZQ%Z{NT
zQkT;yMW<ZmOA1I04?RdMK4L$d8pe{91fu{#ZO5x3`lZ@;Xm=IftNjn;z1ytls>|2@
z-*q$}G6K%n6Qn3%bI=v2hNQ%x1jCl2sBR;)<<cy%Qm^`Tv9Fes#2Hc*dL<@*BlNmu
zeU4}?H(7wc@1m0*WPma27c+|1WU#=&GQq%`#A?$YR1xAET{rE|ff^I9y!&41#8L^W
zSuL-mQnli7XmEDZS$$6fTw9ODXXos`s*2m6KSyX{x;WI7J3-CZ2L`}{6hS)HhcE@m
z+X}%1Gwe`3c0rn<cO^Yoxu1ulHr>fy|4@oZ-~f)~@?4WlrMLfmqraZC5k~r30@S4@
z%4QQ1WhCAQpQN8db@XAH0rpYFSemgfU&FB?14BTSwPff?$jc3PF=F^!y_jd8R(y=B
zEO^_{5!2+iGbaNmj6}}D0T(YNZcXRpoQS}y*TZqlLD9tC-KpZ_DI?h7eJ=Tn)L$ak
zNi-pOpw#`x&+MpXn#AEEXw)dNbtlpoX_Q3p0??U?0_qZ0UT!&C-Y?%c5hLNg#8jgz
z{zL-7AiSnztEGpaM7JBa<Cwm+@Z!*?o791mGb%0oAm;~ydIaETk}cd>Z-D^gpHwzw
zkoOBKR5M7V=r|u~;!TNr*6qnG+V$&~W?<$EnKe>oT)=jm_So)0N8+eka!w>uhFWM|
zwm@eidw-JA3osohsTsJ8AMCg`xs(JX7OHcPL`o|UByeF%WhS$k2q<s1iiYt^1G^CI
zx{u$_7bKw-bP2RXko?9`GkLHjy*$RYY4A%d{`7E`B5IW3vq${WDGa~PgOM}U?h3J^
z)@<g8h_$yM-;s_IGJ{$QG8$VC`IW}j%D61)wvcN)Lb{X<0L6tixRs}u*|E7W!H(px
zn6Qdku4cs9&4A5QkwTq;_}X?)vRV9{Gn51^RnlusgC1YPZ7(IG%InPmlN_n)4vj&F
zOfd|ir2z2+7&!2I3tFJmcIV{foL~h4HlUi~a-PWQWLaw}b6NE{L>=;EX=W){dSK&4
ziPi#{;@`)GNy|;qm^Td8tJ5!SEb--3#q~R}{ars!c9GK&O>{0zHaR~6dmNq$lT6m-
zmMZOozqN!}h`#CwwF<G;H-mJjqvDjnrL01-i7m=<`m!UO`#_D~$YfMd1f<qk{)9Sh
zI`Ml_x>-HA63Aj%^JaS5t+;Xg#3zYx18{kkFu|cPZ-{p=KRK7OJS0(RBe`Zo<;dgc
zwk4lyi^*Mp)P=Bf*jgK@3@k2hI|)KlfvPK&r7Y6NbWuabkTU`V8ju;oA#xfH-Uanc
zZc_ZG3{nOjW;O}zVBBp%;q-Vj9K717Qr`51tUX<P-k)@cby40lE9O!!;Moy8@EEcY
zM#qcs+9xzOF%87I8|_1$yQW!ntuhmO&3ej=!ara|LPyLq4Hj=g##wj<m3e)tmgYc;
z>eOZEoxbaRnRn}%&RzJSYC%8Q8)8q3>dRz)A)>eaRAM$cGvmJ_r~?ge`dJROChpu-
z8Dt5*4FCT+=(;9z9(rt~hdt=`T(!}C6yz`}c8i>uR&CAc#RDM`wg3Rbh+=W#A#)|_
z6uH56QQFplSad?#<~Pk%7G&UAn#BA33(t@A%lyeE(_$R!#MN0;F@0tO=FzTNtF0$E
zPHDp}3V+H_HNF*03TaBP@2PPv;eKK2d7U_8W-xrQc-9NGUwZzclje;1v?a84%oMY5
z0pUB|ifti!R{6_5_LHA!G*nA5gnNFsSxw6E68Yb-+ZLvP|5Y*03U{hgH|c_C2#vdD
z3r<oBu7HCoDS&uELE}yS6>oiylJSyWBmVj?NqJ~&diLwE3w%)l37o%PaK`~f7NkTf
z5KZIsBH7vaWmpgO@|U`ST#~;j!hu+tkZCy>DyR`40?^4Ti8Xs0n5;4W^ceq(K>g}=
zC;FZ@<M+OZu#G;-_m_YC_}AP%&WaeJNbhXGlu;v}z&9aoQMJL64hVtnwrVmvKAv!<
z_}%nVew^@X@p%4N^(U5Q=LM9W&{_I5(f%Tv$Bg^O6pxKKYFp73?0A~--^4RMK6`wl
zqV{`RTi)EqU8vFn)NjZgRK`w<gNnoYz26=Y>$Nd1i)z(%S#wlALVxh9_|_C2-yr%o
zh!@GPYB19K>*|yYKbU|)mj{rN*T7f`f|<*6I&!GI*hQdnA@>5krhzF@Y|qWQ;N^+#
zhR3g-sq=CVc6DU-cVKuv95tM*wjF%#a`xC7Fnn~oOg(+|dp+r-_q<`v_rA>~FYeRN
zI!jWgJd)Y@vJ>r155^`xq#U-no9g`WVp><3r;wme71cAY!C@_8j2#x-6D_Ixp`mYB
z_^;a9pp#8CWbmu*HQMHvRa>bwM7}*F)$Pfpe|Sf^I`~|A&7ZJzyx(Hgef%9~L9J{v
z|Igqoar*$%+o&FMi*3$KP0}m7f(eyex^K}&$sKGqT1HzU1N(j@B6VtbyWJKd^6wIL
zY3`QdTMtlg=<{l!utAE6fVH>AK?3=kx%dMV9sh$EqEMMZ{`V`?+{v{-SurjnV$I9u
zO*)R8yu<jXrr7tY#IX1qKXOA#=AGK_Ow*0CS3qSIAlSyY-n`z{^DdmRJ}S&2bEjqK
ziE|nr1BZ%T{TZA?g7(uqa#p|6dxL4`+;6J*Nj~g<3ExyC;lm{I@bDiMc$Z-!D9n$1
z23{@qvnL&nbvo7hs_SgC2VYh9^&2?4fF_lIk7UfI`}<EuOggOfj^8H<-D@$c9{ZOf
zk&m_peVJUDYuYQ~gDmW*+#S$&CZlfYAw_o{#yCVpUXh{NvtsE3x;VcMkAsd-&IPa>
zV@ST64tx6we*1{cii*k{)BBMJ6DT)(+TG%&uhF9B--NGwk10{z5CdO3+l@ecFvQ(Q
zSQ0TF{q8#Eo1BLtTtTnSy6bbq3ozls(Rw5HzY)32LGpcRJitL566ZXOw@|qmG!xY|
zV;sA>kY%(#hmG|Rig^N0L4FtXs6EB6HQBx&BwVI+$uDS_t9SRrInfL+IaMO&j@4UR
zj4E|R*Q!Rx^T^MIri#|FGtSa1DI4D?s{3WQrYP+>D{zN%Fiu9w$t-tJC6u@%uUDow
z;PNq6cg-Yi^6TO0q@t0u&61<7$2-eO6f}3qmWDacgi24|l1rI=?cf+aFlvGVsJ?R7
zKv^$K4H_PPND+?7PJWKxg?L$42y8JIpUzul%YjyV&W^kXwqXT*xJr9MM><V?<;VC4
zoS7Iywcb&b?yXFI0ll3Y1bK}1rD<XyD$A^ihUQ|8xE>g2ERH!R+taF-w?H1C$|;`v
zNsjuB-JDrqx2wEyj$oH-Z<|;zB&XvhH)cL}v`fs!w!vF=L1_-F>^lLN{A9h0rL=x~
z>E~%>P|~nwd-yGwitR=QDmu=Keu7rqSLEk^=;Ay7Qx~5KTksvfOPYPsdZPyVWrT10
zXmjG!izCniuPtZdzN+vJeoGabL4PqIkkpEri8Bsm8<m?>C&H}i8NarY;5-POSf!e~
zx7$;^FEAuhuW><s9zJ)~H(awxl7R_|vuyf|q|6EX_qLLE#kUJ<Ulm%0s?=#X$})M|
z{aSv4;>EhUuh8EztY%qs;^C=(Mjc)ao*GvtS`Ynzfm47s4-ATu{>qg`7?eS@<6M<G
z2gf%gUS*eEn4R-g2)mygs`o9GBx``C{jA<c*@On>W=KAqZC|w}%HSDD@lX?T+>ID)
zekiMrlaMg$KbUwiXWJqFEfsZpzY<;N@B7_%8z+W-@U^Ly7<kMb`M0#oaxd6%DgT@?
zr;b1+-H^X*^ols&szgB;wNvb+5+4uu$GjtsU;;pbzn=Z&V|n`@#Gs52GDX$xM|bFj
zgS2~n7Q`d9txqvt{_4uqMkvW=DmI7LxGsL_qi?-3a5q82|CHMkOP%zQ3Qz9EH2p4N
zhY9f7omvY6Vpgj8COU5wFJNg7ugt>VN7hPL&p^Ffz+#lUh|Jjvi>&je|0+-I(d9OH
z8nGuDc6iZzO$l!M7@1?I1M(l`Lr{p=4a`+jf#Q2I5~+K;ywOW^Z5)t|FXEV?iDx=X
zL_cNI1PJRjKA|i{=>f=g@6jmE+tm2c@ap?+8m0>cw9>g=elR&*$r*8$^OCZ+i=;oD
z07@>Ev1B@Gv^FL>VMz*>^f(3EI(?fr{VStlWjoef$r?I4P552h1EhE>>N$M*?n9o|
zSlc@-y3R}jR%E~5-ouE9xXft}c5~QDMn-`_L`YwdYNi(uM-fWnQMe0CVfuL-bvHtU
zz$S@hHnx72_V%A>8I^`ZpTiT+P57baVt-bBWhf)20CLk6;S=kpBNsfZQ2V6E@L(*o
zPL-B7PWM0~lj>wne>>wr;EVx9%uCXDnO=j%#`S*}#KftX>-|0y?8K>oove~@q%veU
zIyy?azA5?eL6Qf*OQ;mePWdy9LwfbtaniYV6$WSVjQ8A+!txqd%E(RxobMb*J;|`!
zR{52P8<{jZNyPD9ra}Ta@*q&=Zm*`?N#ZVq1XB`o((WS^En7Vtn8{qX+8U<cwtP}?
zj$Ko=AWOko`<qz52E?ZF5xOK1<+HRrb}cGQ0hcw8V~3QHm2y`LK4p4*txK<h{1<}C
z8l#9z<$}C~q%m!m3Jvl2S#q|umJ9WbJ_*BH5a1(l!Kj&oFg<jLw+6)^C^=ivVoh}Z
z*xHIBw-8?JP!Vf6vXmKv^8jNj&4^Wc$iw3)2VTg6L{2#Cig8OJDs6k~FsoyRn518o
zD}5|mEqf99%R$GSIMg6f0i=zfO!FV08Qzy^Nc`7dJIkD&Bk}*VvuFsoDMYXK8gGN@
zK5<M(mlVrVEqAxWF%hD>uS<e9^cS=7y;VT>3o}OEyJFdP+k3kaK*8`#jJVw+q<1i}
z50Hd&Fr-#kcoLWYx$Q~<CfIE%Q6Byw62<5X+!X(HV^s&}4z}a@tI+FUgNSi$6XdYV
z1q+fPClz?_Q7Sfs$V2v)&>^(~Y5{R0J3SPfgRB|!RbqbK8C!Ez%A^T2k;;Vhkgqm2
zobggj%NYwlDohX^%aLAH57~Vc>uZR`Gx6fsj+EDysg9yu>Xpf!9IRwz*F$Zjxbi9`
z_xXSj39Lj&uZWHlYB2HI3!8@K&iR*#%w!Cu&5(a6Bq;1ZG)A)Vhi~b5CSU$sh@0X%
zI*YnqbpQ6HjKpSr>5C3Zh!{#d8=u{gH*9JOlHV$=t-7K=0Wv%tnSZoxmG!cE3HA2%
z+q|SX6P+_fm@oj%o`^gC!;}P&zO7by0U|BtGUAXsciMkn39Njqm_PAv_Bp7!%<Wk1
zxY~IAQYjplk!{oF`Mu{(QY3nUIQoEo7kaz(%flg=?Frdffewtf`ZjW5+a(TYqmSBQ
zJ)chm4~88xJpf&v5GI(^huGsAdMg~%yToq2_=9cymraO1$%dMZa%3YBSsMx+?*!*4
zC}CM4E)Kr0TULDhKxXez>KmjZ8*`>&G6!>NQ0Hr}9(=qnuyDN*!}B*~=e!;~0k8K|
zTW2XC<Tk%zSrlzheLiHnEN3}lJ(ZZk!6nd2u#mfq2G!Nl9$?ZkU)s6h8Aw{rX<8u5
zc|C}2AO=5dg?55l;~4O2t7}~>9U9E+A5llOve8@X^-PHH&QZFp)3$YWE>Pas1yWO-
zy7SW5QsvGd2+3YJ|HNgbkOMiwA2iykDb}+RUhXR_o>~HJ@L`LtGx&H-ATt@Ws(E0l
z8wL)VRpZZ+iCJVx>bL8@^Rm3W8F@n#vz{I{klV%X2u%sCSv1h7#1p(#Wke3nH#WV&
z2ykwqPudhP{c12_gJ}7_F*h-KlvZ;>eIj*Km8(VUlT5RRAX!c%`jK<krx137Vqvv-
z*%6kaI9e)ai^ggXfItG&HK({sU(T$SLNEpn6Rc}8As=9p)FH|=1psx8Bp@ne_EQe%
zT>o6iK`*~4*kz)s1uR>eJ|u1vOcQ|GMDSvPca`(SI3e_EeP>k9vLBYU=6z|+iDP<m
z=M*HGsxD2g`i_BouqF}>_U}0EEwv?=JqG>1+_#-_f7iCWczugcd1G#Hp>IodE35lt
zE(&~_KWW0@`<DH~ta~c|uRs3(m01`6PmdJSD@eM|U+>yKrvZ!ETYvC7dgpe$pVZ@T
zyY2`u!Sh?00{d&8&n2WQcQbvW%mBeL8uOP+_%Xh6ArWJzZ}UwFSJ(xU84lqwz%^rn
zMT8&jT5g10?>rm@t8db^erGn|M0{gXq;OIKmcWbjeEsJ`K$BxG1oTM#CEo#zv_Bf1
zw}28)KJ@Y*%I$2;52+)zyp$&vq<1|NB%Z$+obV*<>!Y5-g!Huo+p}$(r}Uko#!Sk8
z@QlyO=BAD$O=$Ht?RWT(ibIkx48v;h<|AESDnFgJ1Q#4|x?G{=3glDZP~8hK2B3(*
z1(c)lV(NXA4yz%K0=>U!QAuci`xaO<0?Tq^t(*Hm7w>?^;G3CSEht{c)yJO+%0y2e
zR)74Tq%}lCElFg*>!}|I<*|0A(ON^>)8688rHBg1i)<;rxDT$jI0=&)%Qg<DF-6E<
zF{+mQbm3OSS{;>=dJ|xEtYMd3@ou_l2?YYh#;}!wfxic&Dz+?`q%IiGsZsrt=|yHp
zT4-h<+p+`-!;*4U)cdN-aHyVWWS%B!_3LwNs-#ZcF9NidsLBuu=qU=^NDFU?Ges)(
z%lWvstLdSlhKj*>)eyX3m9M$wM6}$=MT!~80A46rNXtgVDPG(C!3F@h;<OWxaqM^B
zrWf{js#!6kuUn=0K_jAFGOcWO|0Tk~HS{@S^}8Ek`fT94{r1T(8VJ(C^2Y__+-8TG
zKH;=8D%^^;SP3ex&x#qA;|7}dv><%%gcT~1tc+TGF!1;GkLte_N7+jun%ks(tDjA%
zt_+?RMXDcZeI*UD$T@nSD{yEVMI^}(TdK1naM$qGT#8nHCMkE#!$wEz@_oY-e#B!F
zhapJv<vezNx1C<|upfaqdiBy$*;tlaVZBoeBuK-0upUxW;c5^q31s!;)Y5{F*fDod
z{>f^ns3|c#x{Bzwg~Hd0q4X7j*un}B{EqJx@8?gQoL%eljmWhuDDF5(q3n$D9IW`c
z7}Bker;+`6-vtHE&WMV{V(1zI%V_zr#-||YQk&*93hqQoW)8joy=n(OQPRlABq|e)
zj>Lk?YI`)Pm^E>8F5ID|a>LlB8*`K^%DADv>-aPTM_8JYfGhV-zCINRR(x47f;RCd
z0})OH#0d5uro$=UfpQO#>J7YA0Z(8UQW`Bn<kTQIpP`G0f!KW}yHgrZ0wF?IK1?R#
zlulKwxp}NHwJYVD6#(|jVJehySH4Co_(oqcE2goenBB1~rHS@56@Dg4r#Q>y$_0ws
zx}u=^RdZEX>fVB?Zcl-_FEahzn7K-fpl%uAE^v9d)xdE2eI+4my@e#~h6YG7B_6ih
zIM6aDqy?Kye7$jF7E@S|PHAD6AZFbPy6A1nY8YVIjKF1SuKH9KTf_9p8;zsy*I*H~
z#MybJAu?TiE=++UP7)Qn!8^`o>E)(n>%?4nGW%VrSD{ha9Pakh6srPLYZ1qX*cBD}
zvNT9E@pV8{wHTXCRXBqA@Opf5lYcYdm|TX24>+?kYhGZPZqh6;$$HEUgWB0!At(r@
z(-OkisR=k7lxl{uB|;LAZfN{#L)*#pdw#lE^T=W+dfqOs@Og~+*zF2M>41J9JHf;T
zTZU{KkUib)+ER42eCs!y@g6gw0!bo;7A;qjP{D{&hv$BUW3j!y%O=ttazueDC>s)a
zL6i@*n8!+&R=QW=56e<57cZ5+Mplse4Nt!f-1}Ln2AcBGSy+S3O;9z58Yf_{T5X7G
z8shBKh=CVF`{}-((SDTJM-X4dB6)M)GS=oxeSikXxjN@}sIpQ<R0U=EVC_WJg=@ME
zB7yeK3#I;IkOF4ZvTSyZG&RT<zN(kU#;gRA_rRT-VpO$yqZS#QRX^4Dd}^g$W`Kvi
z{wreJjcFty5tFWNO2rH&O&7n)*~Fh|(Y>H-QArc;mw(8#a?m{dv=XXjRsXB+&FTb3
zA9mD!hXWtrZvz8)i8^_jxX>9+m!lhY2fxHljo3L{N$=x&VnXG-gEt_w!VyrB%%ai6
z;2isup&qzZ5EY6c>X%s$QN1F7$F~X`R)bLb!}nf{K7|kOTvfo`_K7Q&21_bl?iVQl
z%5_U3r--T1*clWv#SB1qkO4zx9DI}RFfkhuB0gC&q^`fUOc9_iCUZM5fzn_z=Zt_Z
zLFBf{EPQ^jY<z@C!4;JQZ#;OqPktJxhMzora?g*Ir@=gX&D%P^DNJogz#DE%ih!~u
zm7L^@z|n(%a^@vw<f8<|NpyWBPab5^>rB=aqAy<Ez~_--2UGAChQ86BhbSo4F$CQd
zQhzY)*B2e+K@>_62Po*=*s_}5AJa$WVn;u=oeui!FX7p$`$89QDHZDwPzpmW#-UJX
z*Fh-j_Ha&t5dGhW;<5GZ$)S2;lp8mQZB(`(!Bd1;ZttI0wBKZ0<hP*%F0}a$eR;}R
z4g>`X80pRBdJCz!*CC$DY5m|P+IbqvW@)`x^-`|TY2$EJ@n6!;0<RGq3j0*qr`F`c
z&TV{Q+&1sTswPUN2)>E(YzlKpw9>fq<iT3_DiG5zH{Ax)mrKJnJ5u)GhBL(}Ma&xw
zm*?jR3akqpp)!kL({v_Y;JrND0bP{g^Lffx!Bb~8be*B#+4|bE@b>dpJ<@<q!N*=k
zz(5lH-DkD;a>-F#S7J0?Y5+}WLm@kM<QGz(Nz?RUyrQ(zs}hJW!L;$~i?Ri-AQT#J
zwY{Xqb;NCrafC=CF;s`lLQd!mn0W#2Ll7Smn_0k(on-NMn6et9!pcQGPfk1XR%F1y
z^M#wJpPY&zNIt*^YqTf1KKO&N`!%&)h{2^rRpfYgC{}f}#W%7+GI2?xBFLYU7D`5T
z0Wx1~XxZk7=6~TNu|V?;L5yQZ^daH5Sg}sDtu`Qxs(N;1#0yjFQrUWA$an^;6Lb=M
zT>SmF)S{f_r2%$^Dj2qfMLK6>|3V>j?H;S4Os+cb4!A{=TY+VzOSPfecY?V9{}dw-
z%Qaya`pnNc*z)Ezo7FOZY*rn#2lhfEmhuY~#bXtFv0{%y>s&9&zv8GhFkY0}*Q94Q
zSv|sU%Yc-`hfJsBC#DCtaPb=dZ&x{8K$o7ZWBc9qnIk!MeaE%fi9xpegG}mD1F0V(
z%=S>qsu;knU^`8L6yMrPoq`~uA=xk`{fW5;HZGj_RyvPg74eERE>Ib?D_*py2HzXK
zRV6Mp4<ZikwV+2pL8>}~v1PE-lkJj(97uLiO_cd?6&83O&S2MRKl#z2pSK}a`!1Dd
zJKTXhyr#bv<VF-=?Apw#<mh)<=fc+*1&hC&vqYENC3h>28kNmVrIdO}p<8n5O0QoQ
z{G7lYgeKByGIJO-tLg!;Ty2+bpF1b@#FuMvGN(04=6OEHMLHsKhra1sY$9vb1Nf-n
zwPcinL`lK1>y}1X3#3;6Od(b`MtS5(YgEzGUmkyK6ze&9BUW$%X|gSk4h$wADXj3K
z9jT`eYvcQ0abfI>3#KzW23<PjRrNy9pJPQD_bd@gaZDLn;&^#rKuHH(^N3rQEps~w
z2OW_ejJX6fnFQ3Tk)>_h0$hZg)p#UrQh{Wu&9qo6Gcrm|KhWCfki&ZZ)(b}^{W_3z
zwi0cl>PO9o2;`U87>gtPCZ~_b4~88xZ8zReXhkCpByUCT51#Z$(a^hvOo;bVli}iw
z&<4cVD@+1rDne7X1qpjuj4&$lMYX^e+O(=ySRbp<;gHVGQwBo3{K1H&#y`>nTgj+Y
zuQk!n!XdCRl{T4Y$vFAIAR`*IkRUO4v@ZEI))_eDH{O)JGBClTXxPgfi-Ntjpk3@;
zb|77;&o@)4MlynHK9)H6D-MsROc9q$9oL@Ju^=I0J*WTT@SF}292}_o&;I8qr)tsq
zTC7dXFNSA!|HHgH4i-$mPp;<HBsnJo^#|j({o~7((D?;@7M@rJ-`dv5U?niASBSd8
zVGZv^fRBP@OMvaVumhddN!QjyS|W%lRR9bRf+&)z)R}2A%q6)VdT)WhYU>t^H2$|#
zrc32*7w%Y{dBssgmH7Z507}|{oOwO<YMJk+Ilm#e13az_p_@Ia1B5Z{$fSK;FtemT
zG9Q~}W@&TAMvQFxGVosH;Z~wS;Klq+k}!`xd(!<zJou^ngZmu*_(^P6ZK-mE6gWA0
z6OZW&#x7Nc%pur+ZsPG$i_{T=)UdRL$L6NkWilQuf?tb7!>8FKxX_LPdf{DhE-M2u
z1`ho5j@39l;d+ss9IuHH3#e12a8JUW57W2#xu#-mF<NigRe-eEb~N;P$#w7mL<txw
zUgarJ>i&3I2&5Vx=ypvWEPh!E{#{2FxEFY?;gks53o6Btk3G6#Dq6SIMp+(I@3vk>
z|7yE1lC-SmOrLXbE6XaCNi~jpfk*Y%N>$jsCb(*dvR-3je4y{sxYnfbHAy$v&;v$O
z5waY}OQP=hr`Lczpb76!YcS|9yG6@u@;4GdYcQw3doa)%{O9G5g#!9dYw*U4YoU9j
z!w&Z4FM&G#o`z%zq=Wq5c+~xTzBl6)z0?)o{k4RCHN?RAqPE$pEohlU<D3B+HR;iR
z@z7rkSc>@FtXi`CK8}*P&bV+tdAu=EP0E*p84vTfHOi=|9m)IzDBMbEDgLonGGKt`
z4L+i-tqc9PW$*U3l*qzgS>aWGk^ahBiA@mZ7iX?6|6hUxEE1ad0bx+RC0D$^uhO5H
zWTWBRlnQzI&F7{dQmq6PoVU7+ESwXbm4@hoXb{$mFTvfZFvKL$-cAm7dyv;ZCd4=G
z299dy{cAn2o~-j_(+jgXsO_2sIn(uv2Ply~$Tj`B|4&Z}&njS6eIJfmJWiUM?K;}d
zwpe}n?-g!C{7#2GOzxH)MV<`aOb-g5FV(zSz$A^{Ke$xInX#w7(Qgdvoekx!UK0=`
zI;1#q(EmK)r)v3TLj2Qqg+xKC4T1vP_HQrIyBWXqnauhd-LTK`Ep{XHU)mT@qv{el
z6Kzy(Of(C|o}v@_{=t_0Ezk+?%@4(UTTtn?V`0WM<FNO+k^GH}4T|#%$wt#|Dpc1O
zD|PFw#w#I{ub<sHck_LyCZ10j(!D&(nY+n4r@~HC@$5K%u9QvcY=Gw8aC1~ls7=sz
z=)>ELr#NVJ7nz3^C?CIi>hJy8$p22Vy~Q*9&s~pb_9>iqZCc=~lC21=sK)^&wUM$;
zOxckJe#Tany7{s?v7ZphSMHs&U&9L}5uIj6z_Rvq^ZV0z`m-CKo4m@fz(+j!EluGZ
zx-amU_rg#oWIM{u{XN<v6rLW2@Tn6gM!miK^}6s^;OY$0n0<pjJt=EllCYc7Jsd>Z
zr@CLdbtB&4&JrTv6*GofQM{diRzF-Y>UY5nJ!=1t4~LK&#wcj@qQ=wAFz1$Ww5uFO
zuh>|zB6}CRFWfqybuGQ|^CD|+XSiret#jtH9g~-jk}xbgU1_{lRTG(YIis$ArfvR8
zuWWerq01B5ii&QlTtyfdOaH5Xe2#pQD)qTJzoAAHgTdUbvbfZhf>UkAw;ll-W}B?3
zN$-R>T37G+>MODONa4519Z#IEcAq(~u2xnCHK((`!ZFdRq3U`?e5{t5$!fNE=V7Ja
zaL%rz+;+e|Ym<@t>wH_6j13>$;kf~jTpyME7-WGO2lls8ZdocOukE(I9~vXRm&irJ
zGY05fi%nP9C5?VLgX|TWO+(ntB2b^J4q9#3(y>K#Q&aOA0~BgBPjw;Xb5~?_b#-fm
z4e`F}j>|2|1agZtvc||ZK2h5$Wr_013RJJ$+lG~}Q~UqeH|Xc-12z;$l6x1?_J7Q8
zJvMJD*Jb5hjYBNweH$LUDQYjUE2do1NgL#6)YwER9VeS$2G`DAJT@VCk<^_khwwHf
z#-MdlnRdf$y*Ls6B{=FW-@h9+03FHqW`H0o<(M3@Xs=l__E|PG5C4MhqJ|vU3C4vE
z<+2O=C{)U0EhME<V*S~E_DW27*|LO=HlTRmG0$E4Zcvx%qrXM%^p|j4#vfwSC3Z*X
zu+x?I=Y`T+nr8MwAN?slE`As#Pt<O<4STsNJ5pX$Y!iFRu;}Wzwgr7v@Hl0X*Wh!!
z2C~VP52564gJw!*pqQI_qa<`Fxg5f+WI2Ny*=6%X!T7S|&Mw}Y_ljwk^Vn714Oc7l
zFczgf7IicV#?We838;Kfa%(*d+}w*Ng!320KUo%#Nm3_orl&vfcoFz#Jn#+)_orv3
znix@$se_$>uNT&QsVTUNy`Nq`y0P|FA`k7RBy~BWYAHuO5LOlgl2jMz*=rz5y7PI<
zAp^XwX0@EZ4+Lj=-TfCg2eD4NrIDy?=Q|>pVEWfE&4?(L!mZB+LnqYK(5Jj*R|RPX
zH~m&gR75zfk)1{x-%C=?i#2R`1E=C8`;`!D#0k*pJ22>{cJXd%)r0}^i+%`8poZ?9
z!Fzic8t9Apjwe9f_U4Jc3eQYVneO0VlKf|5of#>i1bTH98&rZD%Nx0#(kYB20cj(<
zivnz4AQnn`@mu}1$K2eUNA+gjXkG`!-Zuk<ceiYJn*j)4aP&f!5ENqO6c6ad$O2Xx
zGZd*4*wf(L&-2>B34B1^(tZj;<mSqh?CyY_xjc+--jTh1|Gq+~o>ycl^Vm{J0w1!E
zGW7(pwnvqTd_j#h|7l&41;q+EVYe<->O?`kQ@tr8BaJ5zb(z))kW|PG4l5XqO)S1=
zy+M8t58ww6hfjdd;S{qX6kr3VIZ4DrTn8A2s5yg-NC#|>7@c9E@H3>16d1=giki2n
zkx@oz4|HZmOA21|Bz4B>ue9Kg0F0F!M@8&7eiv4UrcKi0q&^<OR}6&T7EDcA4CG-{
zY|%3AZ4SWM4ej0>KVGIk*DkDgcFcWCk$<?)lBmZ5o66p@%Q#3;#Fc&Ef7|Tv1xNL{
zt330>u(DZ$E<Nu9l%v|mkWv^gMR@Wxdg67ysC7Z$D^9IqcUA*55u<mQphgz*Ve%*5
zG=$#ru&ztaJ0tEnew;2MjchGR=`c?C(?mZRww#9q8j%5-OgS1Ep+mY<si?h$yxu#y
z%EGuENO!TZMI6_PIz7pca@`gJ!kurLb^e~9>U~i5e@;*p%|M78lHjjBnPA>07*vRi
zrr%WIB8~_+B#|+4asr{_P4f&}$Q|vL2{MO*f90u9(A0dW#F&BVp$Qdazg0#2kx(By
zcyuypwh?o*l}4<zpcZFV+J(Z3h$6A;{hX@6^&3a!`EkYde#W?0GA<MS-5v_vaueRo
zH|pc-i%b4~?|S)ox?XT9LL%3ZWAyc2*2;MAxUFWzl-CT?xCM$ycmvl9>(gf(Bj=|)
zKW7VG%0ImdYL;e|hymlsVYc53W66IeoQ7v!qFx$ym%dEi^KW}4nyhF3<liP<mSl8p
zGC~TM)O%-#(G!hf&n^p}m$?X;*9BR5b$qZMZkn?-4aJH2V`h*OU5YwBBvxW{ua)Hs
z{2~m2byWrYu364mgqF?wb0F|$v{Z-^H+kaI?*otK8-t29$PagOrh77eZGHzm<S#93
zlt4{7j=azk#7aJ_k`U^csDn`TFT-4YlGk|c^Nt3wW4+a#{+(df@aPhHHO_DmC_+4r
zEIR(nLAuyF5SN$Ygfi0r(1Vs_a6HJdOnu#C>}foHFkmg)1p4V|F~4uY!FJZV=6ecU
zf0MQ6WJf=|@M)c~MD=71T#@BM+0|;R6$a_oyoVCC<DB1jqkS*9;~x!p6aBa;l_%#X
z75%QwpV_vW2frZ;#l49c`F$V1OI5wzCQdT+W;mv$`Js8$fF1vdgY~&XLGN9u33q{1
z$zHD(ROJE}H;2YGd&Nyg-Sk21iN?7PFcMTi8SV9=`9OVEBG8jb-lCOy!^QH4VjH)7
z{D+qsFe!&<?-AX_en0a%V|i4<U{rGPq!lgY*Xb<!+!WX*AlhKssundn=j<TJ&pzb5
zX#OKf)QE$P-EQqR#r3|%%}c>hMj$`Wbdl?qsk+6HQd2)m($fKC!gEG`**vfEtCoJu
z2ShBG4S_ZF>{pA6Ylr4!a_JM4jE6J+4wpN3ol9N}ZJJ&?2|Ha}^aCDjz|x?^y&3=S
zSyihtZ#LGR)o#zN+azgZX6kkosXO{O%T(@K&R<6Hx&hPKdx0J3{08Fr8l|s7mUDYU
zRO2(wI&MY1UJN-mdKv#ntkUSj#pUaFvAWip!_|sm+SC2}#Lq<jZz8?_Ke|kG_!JE7
zxvttvEOHlBR*cK3dW`?rO(?rKL@A5_S7jCuO{M=F$hJ?|T(GwSJ2%H0nc5fj%u?BY
zpsiszf2Q&Sslax(SvW-)aN@`?H2dG}#_kdjh<}}sd=Zv${!Dcej(E{^2Kk9Z`B6Jv
zY>z1m-~Gg!ba=dt$cz@oeBK~!J^!lxe7&sPp%u+l9n*S!2z}j})Hrc}n0a>)p>>G3
zP}g4OiPX%wK<AxkuLb6WJ&xp)|Ejhg_nE`!9Xims0ZjdkkFcWCEU}+mQXCez!;+Cq
ztza0h*=oeRIgEa(Vi|saW6%t6I3@sxGk^J#H5CyNM*&#u+gftoUCz3M8YAEZIb-%4
zcYH<A&2D!ZyMA9QA5QWv$Ks@-cQLx3zWl+)CD2#ARJG1U9N|+=X*d-1I8?X}?ut9P
zl`(GUHq#Kd%W^UaA`M@bv^^BZ2s)EqF|ft`TgX%@?EHV^yk1A@>)SWHtBX6M1A?ad
z#%k+|NN!+<%enJ`@EsbPMT3H^<~0utcbUA_I3N%F?&SAF-pHDVQ!P|&uY36$qHDs`
z${f4zjj;#jYJ9>)DgG*C3H@%2!aUk;iXhi0++2)zfvLU?fsj%X1z*MF-ms&h03xge
zs9#B#0Td)sY_P+Hyr-GPNg4?m;RZi66JI-zwx=P`kwoxn#$T2~3CBvpCnWL-h<&|L
zqP^q|B_*hPEffOxi)%P5bOS|SE3_S+AXztsFY~jV2r43~Il>f;b&$fBN?S`F2-AN?
zM*X@(ou;2;NHdTl*K4#-0;tUY9tz7WYuAyN@CiF12QQUw52i6o4);ou?6tDAml5BX
zCO;3<%xLO}wjo{qqI{n@a}|2U<bF+Dn76jCG8+;oPis@2EWi?Jpgf`f)T)h1_xVqR
z`rT+q$A`Oz6-Np}`9$Omry}FPNDdutn<14}!NYl|a7Ts!M7nGXTmfa7sKd!iRq9wC
zw*^{gREc~!UdqJRA7n3Yd~c42lh>GOHem~XhV-y-jku@MzaIV4g>s_7jCR1Pek(zV
zkA!{YOSyrW7+eV41&R<$AhR4J`O?lNMa^C_kA-=Sv0Z{Ai{)4t3j?2rI`MIiV;iFo
z)#`l$#25?)a1C`YZbDg;H%G*5))(=n)a3F%?&}P{=ewIVzctvOjv4pE1HT(-UrK>-
zs>(0jMi5ZuXa877%Ec`4xSe|Wwl)zha_skmb+frub0Al(bdB!qKYO|;ep)bR%x&z6
z)eD1@{e4NeA<Cu*+Rw@*$;&3F;*eVTq@rq=!&A0O&zvMSj{>A)JkHBhG(SEaTQ|h@
zQVjl}njX>C4tC|KHYUWnPQH8xW~61&adx?O5Eyso?*_~!>7OVqCn9VC|3G7_P`JM?
znI1|aYLhSY{$LIID%ytF9THD24n-9<3nEI8wX@%MqCCN&f>n8<_reH2noOnN)=<z-
zxRRH@iw~0oQ}K$q`7EFr6JS4N$!J7L$CGAErcios0VZn&njmOVnW>NeC4fn$W&sh!
z<jS2o0bnLn*T)WN;WPy$b-^R{o#hKyFa=`C<wg{8Eb<KfwI!#$GywtkQ_HZLbV@i*
zrjFz=YOfAHp(+HcPf=c-bNpO8hy+|~KxmTt-NTwaC8`kAS)E%=kFJYk$?3J*a?_-A
zZO#-%ZJgM1tTnR}kJi5>CJoVpb}KlWT3so#v~~qWr`66MQKb2Rdc2%TyzE5RY%0V^
z!j6lT18lnAM$<4&!HNQ<YRg=(R+sN-lI7?pE+C>z^~u;&``b9zKSxH<meJ30|90`l
ztUu&z_4zYoKc1&_*zvGmDSQ0a_|`(RnmwB`h?<5!tpc@gJrX<pJz?Te#f)|%b7<4)
zv0R$|#3H37JIC#_BSvbT8kusZ4PqmOWyu*eSAOZj2`W1hMS?cfZBy4}2r9=1GI)GX
z#+CJ-p}dzugj!YUvBJM)cNLA4wrJMXiy6aK8Kx7?lzu7{{u)BB>ycnaP-ehs&%LK!
zkIapNPQWo5_N;_4QbLJ<7lj3(P)RI=BWFuzta>tES%X!_x|#>OjqrH~0WfQe20Biw
zzELby6OvP}y0IRjr!fR%pO7nB%Y1t#%^Vh5OHV+3Ks#@Es4wO;NoBOtx+hAq)Ur}f
z`Ns`c!1A{$?tL-F8{>yeU-eY?%KHYXZdqjbd;8PvTQWA~_RBv-yrBG}`GOKgvzu{I
zO=ow4z+prbdvegUXTp+E099KpNRt2a@<xQ&)KN;ph7&<}v*BCXX>1OEXQ&=D!q1_L
zm&<gk{0@a@rtDJ`LM7H$OS*Kd74(2H5U@*^kF4F05SpLvTc!3^$c1=9N84L1XNf|U
ziF2T$^VqPJdG1~k553`gRz+4IG`9y}cD5YPPZM}Nn<Q0T<o6%fK6;olvZd836U)yx
zfAapC($=u7*ai1`oNaoVd4}GgFkeg82<NIX3N8<K*H+)#a%J67v1aSIn1GNTcF+$n
zmV702#CD?se-ry)q|}!<FwbGPW0D*ECW%;Hs~fhYlg4eB=L=@p>-!ITQGWyB7hA#(
z0J+ug#fN*^`RMb}3z?s|zPW1IbPVFWd34oOVqyonHpLiL9yQqgr3-ciMrujKYPy__
zOyIgI!Tw}yLau_!M^yyqbJXb%g1RbU-^5CpD0AP%9$IZ$&Ast|e_a)4H#F6Sc~tj4
z|I_NRtFDX;sTOB$oQ3qthvV5dPb(8%4@ZS-$HEs~DSD2-iyk?OMo3o)I)3Th;Tj4A
zzUp{w6QLY~qrXzT13~sC1bJU*)Pu-NP;YsA+`zXI9j2d;Xo+6(EFA1w%GsxMIo*W@
z3w|rhfWj&W$8l9jhV^!i@GvA#E8@vG_g8#}TM8lM6nm1Th*1m9<f%LqCxrxuX|2r2
zW|2Brz|2a3-;UYX!qz%}O#iqte}J*4IGW#@h`~r5;^({Yv+@lL_&CXr%+y1Aj8Ld{
z^L6~~H3T1@`t}S|6zj7cV!vUzr_NCHsBa32?(lio)mcGwh`w6^T)m<sxx#2UGP?9=
z&=4Ncb!-9}At(fh_bSk?8I{_>1y9pk(Kky!?<g?9_+l+5^{?8#w+iox?=s!F>DHfM
zS4jd8;B>JSl@+2us*d<hEdD48s<IbHxd~j%9kJmtICT0To{WsY;C#ztu^hH8R`H^*
zI2<3jZwV70zQ3OY$ECOSntE!rN-lrL4Tb<Pc=tfWC<E2bF(dRodl4~!&4m`GQo?YA
z=&s#70>;}7)>{Fe$E&>;X8Tz0_qtZpK?2L?Xt5oIR`4utCZHZwnaE>G-IJ2)oMUIT
z;j}2f`Bvv)VYE#I*t#u6Y0YSzGayFO+wA!aO`u$N=0XY$U8OZGXwms#q3WZ(!qZu#
zr{CG0RIi5jdi~W`KuyCI(WRbDfeuFgn+vAR6+Ir)3@9>&w4#;$>&2u;2Lp_0M3(?G
z8ASV+nT`wnzDV8x{<Y5S+w_0fx@S`U*^R*HgGgPW`w{3yU<5GrzvNaJm|#-SnvnO?
zZP(hv*g+j2w|Wc6t)l<Pt!z&Y<Js20fUS1(4Lxtz1(n(Mfn(3z%kQk-EYGj`4!8^X
z9c_<7kI#+xi5O~_J75H;Qy3k93rCM0X$|YHSq`FP|NdqSC7~|9t1E91w(@?qJz2eR
zs{qp9_Lbo?lvf{vD)ha!sE7&*XTQ5oXjYfcakXSJ4}X^7&ZM8a+UTs3LXk;*%-h;J
z=ASixKc0{fg*>H$vn3vV<Z(Yt)G~++ezCjkt)b70FHg-Zk6E<XGS<wK?AS(dZB!K=
zTpvm*Oc`uYI`)%`-Zr$*s<S0#_IeS0ySM?YJHdPGKbz)3yUPQ5gyXnCx59+-mNKH?
z!(q*Qg<&StQr*YZ2hAH|=atJ}Cw>fx-g}EJzDdX$@w_4**061tTzc(&P$nOpWrpVv
z4%>+}(ig8Q8!|i?#J-S5WDm54i>U8ZMUXdaM!DLrmTkoRhO2ES5z{G6w0M(H%tMQv
zt+jWO4IU>RBlJR>56TFKv?PmZMsXpD;+!iaa9&>0vq-9`Dygz|{ONT#{DZD%1fK=C
zuz%3@)>RhF)m*kWy`77kUoErzR8T1LrulR!_%rej8tP4o1M_;Gs3YBkj3IYZb|Ym@
zVdynWX%udGR)*#!CkkXPt4Zge?iAwy^l7AK2)|VgQ3%e3RLNYje0rJH=&u)N2VM;2
zM4QQ|@_tY{t7Fycg`anUe=?DPzGj7YvvNiTZ4aNm`W=NK`>8;rcuE#=8#gGDB7C=@
zFWgj^<r0h>mwI?|?>%B(+D`PIIv^@Cx6R-NqVTY0R&`^s;wnZj6`7HKqx2nKH9AxT
zV^M3HSr1@kYq2-N*eLQbD_6{pT~sCaos5t>Rt^RuaPCa;nSSbAORtA4S`+B2b!?0^
z)wJL{`z9C`eRpQKN?s1j-JS|^gX7$lZ_`Dh+>%cE{2rMhoD&={T3>8P$DXi&SGS+M
zQd(2{<rb&H;(*orP2R0qn*%;^c(Z~Kh=L;ldn!=ZJ3D-6>)q|<?!=KU#%|xca_=<u
zoFoUQBw3x)F5lEU?-jBz2?e#mS&+^BU0G@GUGK>@-uVxjD6ES3Lt6IDR98PN`-B~2
zMI*kb)Y_cOl@{Ndu?FwWO&DoG3b)Y+vag3Mu0m7u>g1+S`^a$w@L<&nUJU4EGF;i}
z)M!v=5xyzG!S#T#@?P<+o}Dj8iWR<aT=?sj-ToipA|+id1S|eX-}-nxgTq-1YAD22
z(+s*mRtkHV0nXCeu%~%BO0u(Medz|hw1xe=KC08Yft{!64=ZVFN62tq&&S$vNJlqm
zLlBv79w_4cGiiy)+4x7G>J;zWo>gL(3m>a;*uRiC(7Tl7qiFviWFKLZf+a{YcIHD<
zGDH||L}iTO9sbgJJe96GN+0shDaUm6X=!UySD`1&j*eWtGi{xjJTlTdt}$fq?J#Zc
zn|hsM2Yedox`?F0xDT`l_Uw6{3EqU)a*m3${||F-6;{W;b_pi9dvMp_5Zv9J0Kwfg
zc#t5$9fG^NyGw9)cPF^Jb&>qPb576GU-!)1%v|lOJfwbAyY{=*yM%6A4qgpG#BJng
zyByxzniqRu)+OLjuo}}Iwe@H%kTnrIbIy>RXZLn*sa1WN7qH4DBaQ5Q*>u;(j364T
zc=pdy6S^{c!AJRF9la;@7RS_f9%j>W-iyO(*#3R*aqVto>F=3Oqo?Czd2dKI7n8TH
z658^&!ayJqS(M@%k*n91S{Nmvidblwnp=DC&unZB7aV(h@d@g|D*T~Fs8_ULlgC<-
zpcMX?keKVw--cjx0nY;qDnr<%(o_g#Lb!0`Gy_-jB3jx96^b&c+xOe4_ETJRiYob}
zSy-Pg%T8eQlH4$y40*Oepu%#dG!BzqQbrVJf$iP>P||AIo&pcA4o+={uDpG;LLkcm
zp5oF9IW_irs2Sx(uSuYK_hA^kMqQZtwfXyU`T>dBh>b2qqd?_ruShO+yny?JdI!o@
z;l8KcL%CoJMp|&JUeZ2>!`hI@h<9<k&C1IO_D`%5ZF~l$a&jcqp<gRM>436iI~*bt
z_(A^cvFtZXz#ZX#3cgW)+CKgURztI(pJ7QO8^Mk>R`YGcsfI)<B>*{TEV}!inSGRQ
zjA2C|?W)Hji#?fJ2LwpxiI%Hd`jHXje?#y*7;Bv0SFXbx&acbsFy!ouC<v+0lj_&e
zQLaUwzgeluY-nz$i2a5*EZ?arBPC$pLC>ZeYzyi_$j+miY9bg~1nxr`P3T4j6|g+n
zoJss*s{rrO{FO<(>ApBq{A0+Ap#ziHA9@*X_!B6I0VxI+Hrq6={gf=%p|O;f1i@@=
zXk!KTEyqHQYYiU)5G19X79lf|F_k>`XrR9M+3eROP9Rye<6{|hw2XIN&7m5EX$P}|
z$#XCl1U0I9k)aw9NkWLT{eX>dUrW2KvSx^RwXBnRU^(JX*>DXh^WnMU%Z=j>VDDh@
zz3DpClSIjSlDjZY(6wEUwn9{p;s>SZIfli3#@rz+xtc>T(IOYF7ViSGX?)@15;=H+
znmCAon7Q{@Hq7V2%g{3dv9!u<fvX;7(9h7UDfG<VF56LJ+V1B)5)C{KkB}bE^gJHV
zM?G@_y4Fq4kDZX21}N%K(oC=idvJQ<qd)x53V$Pc|5`r`n*sCA<Ov?-r%E0%{IuZS
zrmB*;P%F)UZms)DXH|MU2O4Z|(6!HkQ3&a7z^^-xkNMI$JXpcQ(Cwm|;YDRY4y&pw
zxGtU|r7Y8YPAJrd)jRC1zUY@5_({OPT_U=pdtK}hB>Pzb2{Vtv#m~X=J%~5flA`If
z9V-^hc$P*EJ2MuW`OL7sU>kC<an(Y>SjE%0hw*&Tg+SXN2ZDXkBNh7uBj4@C^QO9L
zmz!3rHnmB$i;Rt^nfci2xALWuxr+r$<t~);^?Bpm3Y!wMqBwj7qkjJt7N*DmC9SS1
zGX@P2j7++&6w`8^Aon`Lj45}qAcVMJ00c9D1d}a?Izdv7Rk!$W^;gT1zqgq-POjK+
z7l4M7CE~dpW}1>CI<|g&DL$^B%8hSJ`uKgjj)GtJ<lCmn*#?GS-#crp^C83AJlY1;
zh%UI8g~<iiU_NLZpHXguUKA7qjA4Ya8z}=wN5T#{s~WRu|JmIlp0S&Y;A&9xHUTN|
z&@d!#MhKAVPoW){#Uhvom9syVbvydBv=6g9G75VoBO8O}`WJxnl$6p^l2g^{AgMA(
z<%$!qaS=@L(xsYgo*(5$SaJ@4hQlDvws!B)E65$mTEj4e6$6V(hA7l#!IFtH`yTkk
z9}}Za`rWuT-guG*d~!noEF;Mn`*2@NuGBsm@be$xNe9feF?G$l0k9LYv8?B=3*@V;
z+CXQ{Q(dv(d?*wB$fwpXEuyJ)X<QN@`&vF*5$d`f^RZ#1G?tw6PUv-9_NAyU!8ddT
zVHg#dsWPfh1Lhczl4|8O%z`MGu$ZvzKp_ZNB=E#KR_#;0m^VxL{M@mCV{NrXh91sg
zA;HN(bl>-(uU~ypxHpoI=WAi{7^=UZZ*u}8@F047<<gRPl&kqFlJ7YPwThX_78#)0
z5Q>XJuy5&-1bW-D*L*>zXiveBt|aMWrNNXA_<Uoz6&w+Ua1|KE(~SVXKf?~c)h$hq
zgjpFBZ)KsE?7d{W6`IS0batPhEM{oBJkAPHUx_%SD0fC}?!^@udanRFodc5`*ppeg
zj>A6TOJ#6kdGZ0x5yy)1Civ13!qDOq*3o+wi=G<-b7LZ~0tTTdo&Z!FI9~$>iVT%s
zLE(kmkMC`1OEzlJ5*VFj>+aJfXDui%bE#e$Z0o>xd0W1S_BX59$8)W^Rv9N#U7MQ3
z+rpIVgjKUp_0S>^2mKkXN(mnjd}b0?BI|_$GD9hIGmXPM5Ct~5!NybY0Ywkw1?Gk2
z63cr(l9&*gG<qQ50J-VW`f*%p<PA=Y{zSYP(XTRdo|m=2^{NY4KVw`DJXLe?N>lIO
zm(E=$f%x^&xNEzDZG72{>GNWyI0>y^0B^8Lgp(c?<VSu5uRTouW3080gYr*9=YOG3
zkVU49!Ib+Ap0GuwLw^C!CbhoqaZo7e=7KBJ6FTw~6<${BEZT*~36yxs9>V@S9NDOW
zUSe}T{GODw?n&D<qQ^|b8|qrFY{kT?3mIPQRIx_WiHmzTI_kJT9L>dV5|NV}3;++=
zFgGl~U*9_9Y6AE&{<c%Z11-yq*BkqD`tSJSbFa=^zPYn{d<%A`vuOGhtN!LkIo66J
z{1;9EkWn=tIif`IZv4A|SmeSW;t(K5*+cbm`a$~72kTpE>wEuCLBhHxQ1hI-%a?pM
zSY-g90VGHNKqtW1FZLhCen0xmZ2(&V#(ojNY4J}5hd#(<_F1!7IRW3DTY3A_GEj?=
zD-LG-w+*h=*-0Y7Mmp%y{X8Wmx!VQh)8%#jhI<h7FyiUs@u3X>S<>2_?04Vi-;9k7
zV<;yk3$Mq#{bwlcxn2kUoC3+eP60p@n$1qfGhcLCi8S4A+w$F>@s^Z5InUfLb_v{%
z2dPbZ^{}xuvzZEXwlcER@gd){wOABD2F#|EKx0F?xi$LFh^^`v0_iSCTU$nQucKFo
z(%6e;QR{V<F3!xQ+H*&3b>gV_TwziF1#pbTytHFkCm%K7Td0zYqS(j64?-Ea;2naR
zN~Oe8OoVN2Osm)3k%1zNC+3%!jww05XCRqGR$yz9=k$B=V|au0!^JJ%2g%l}Bdzv9
zaH@gi^rq8b7AvBoDvv9a+p@2}u=P5>7e|Vt9psIgDmifz<H&7#nI-hL2`$W$=cJ#c
zF4<WgN60OHJo*@%t$QdkRUMtV_ZHpr*zPFea)LTl-dMl&)$<F~iAqc7r43%*ob;N^
zlzq)_%>@19IRCyW6{8`6AReyA7B}4Pxrstw=8&6k<B#9jLBcxMbNPu9r(%0o>k5r#
zos>~ae0V;Boy^|)iE?uOWKV{|yR270>O@p^hS9Xs*vH#wRjVw}3A%(o$D<$1@A?P6
zh!K3h^25+h@Lif|UYon0OKUiT1pgW&=Btic$9#PzuS^Xcuqm#j#68S<XzBOCsJTPA
zz77^;d$G{8RJORS-Y1|Ig|sE=vZ0f7pM0b;j_bLtVryX(I@Ts)$qbKA%nkqIzJ-tw
zP51Ru=kAXFG{Iw}dGgvyM9l<EWJGU#+aMQ4uI~olS0mdaQ<%C7%}+VY9%(Dvcz*m$
zbS6-@oQ$&+gi{G&(ldd-h9`tfvBr7Ts*(GCqQsm@VeWv6!(h-eK^2mE`HO~F*dS}i
z%0T9?RH29Dh>h>#iJ~BFgR(2W0-Kh^wk>O-?~A?{>t~HwMP4&M_*z65=c$8$eWxXF
z@&&4#@4{pEK5x2bLc`@VMytfMxy_xn-K)rHrgQ{~`G&u5QT|Fvr#H(!?*kWYZ`GTD
zq@GhehnZ>GGlyqUnch3QK#JPdoU1|x^WCO0e!9!Tg7Np0sP#xK7Av`og&SnI5!Hkv
zson>Em9iB<(8Ol$<RxyQK4S!!gWuvv35u4e1_PO~6*VyZKbjDSc`aJ7!&6&9uS&Gy
zyKrTG<A2@~CDRjDkbgh1r+R<Ue(4Pm&(8t)jgPf`0C!Smm%phHb4N5(+w~FBFei%S
zL=R@@1zl7Gn>s)XZ|Y@4nC<}ivl2;5)RF@Cxj)2ZcK#$GT}|RTI3}{NTL4px94MHi
z-k9rC#+11#`VDq7f)SI|c(g3ICE!dX8%|}N5*?I<wqY_?ha?>Z<&Urr@Sdqm>(HET
zQu;FQ&9ZU?u8s|(;{b$?z)#>&jEUuU-=n+<jDWbhv)C`%mGAG4xz=8LZC24SfSm+#
zX5HOYKNMWN1Z$z~5uT|St>auad*?b%D)aQ6Yl|?qd&qC$LnIh?*qodxJ?T%D2X0cU
zr65-WDlOCIW^M_%r9A>N9U^#K;OK?OPLUTjG5wlw5R>LJ1`LW-zd*pqH7BXAT3ES%
z8TsS&A(Svd2GNeG;If6m+<mB|&l|b<X#ZhK8xh7>A&_2K|1j8R0$-)>>GbK(1M2pr
z{r({u_(pz7o^?j+o4sKb9;r+v&s)y29q;rN5J-?$8|3ve<kZ!&)Kg-yIx_xx$S^E^
zslpxazo=86|KXSgwO<DZB$cNPs&7|*&^4wqu1n_7JT<eN(=9o8C;^EGm6(GoZwKf^
z^l|JJb3|;?Zn(x>(olN;+4<Nmxgjol->Nf3Su({2>`2vxmy>KX-m8NY1=`XSN91&(
zT+__S_31%m3kqyksNP-dj?jTQD7NG4Vg(Laz0hK6#3OS&DRq_}oJrFUS|Vg`+fXtF
zj`%8sAt=odW9e?rUSv%5&`(XhFLfd3Pm?D}n|7)$FBzk%iFRjr;Hh1LoakXE{+UbM
z-E9YM4ZnE(VRnsx?!?Inn0+v8l+_=81HZj|O14)xfFzZUmwNp6c3Z~>meYq>B2$=e
zUy1Qo9lZO`o@rv)NhNJdOV6M6!biI08?TwAnTIjQe+6RY?MyPtzR8e=m2c{K(rS+z
z=2HQLKpu8Q45seJmAq655;Y(SZljM!ULp%#B(C~J`uj|9Ib~WwrTqXQ!>+Fwz`>Yt
zF2k1NY%Yp3TwxXGV+efjG`I@t&Lp})*~8i3mQAaybLad6CGIu?5E0l}FhN&^>OI%z
zUMIKa#<bn>z;^SN+UebqILX6$K!ofS`&5WiSC^KgPEYq>AW1vKu;Iv&)@vkm6P|sK
z=q#b3cM+m2_6Xy--r1PA={6YUDS${3{RI6?%Cs-f$?KL&82zgI>LsDe9c+T9WyC{X
z6P?&Dp*vZF)P^5+nv2?>a;j}AqBS_`0qtne6mDg#x|aD7vtU?pICT58@y|KpaizQ6
zzwFPsTMT#GO)VoVf()=aY3tF?=^62*(iJB8+2Qy_b7<LGT3cCJ{S2fEXEB&-s<rFR
zWt37Tid@=9X^O!#5pgS>*lGRnUPifb)yo9>QO{ISh>5(CKHQ4`B64B|YNrsfL$oK&
zJgEA^<icqsb(MA28gZ)(svLXDRT0|F)FYWp*Rax2NnCQS4csyNpC=Ck$fQM^l=HZV
z-p`M8s`q@Ixmntul+uxj;k8>rC1h~sK4-c+gUvKRsz<_<6~758aIl-8^<eg?BP#8=
zsYJ@QWb!K)sH(rY+vGil^vaDt);3c{G4#&4r(}c|x&umT!SbDbqnxEyZW)AH9l<4$
zFlmU6V>rd!1GK}X`x$bN{I`@SeLCd9XHmO15vD$_^{}DM-6m%C|GK%DFov)`=tg%P
zF5f|!Okitwpl2Mv;yX}yIUmc{xh$n!TFxb<%E{EY#`SM!2#SJmvGZj#)xX8C`n6-A
z--@&r7Olq5)t{TVBsT>&Q;kZ|#Ji2K5KQe`T?wiovsHlNlt7)YxPeH-a+2v?cC2gC
zz^M)m6%FpM;(hKhE9KQBB(=2MJ-DV@;>$L_NTE}f`tb|Vm#yGP4^-rg&uN1Q$@%6r
zZB1!}i4^u(Ayy8S6DZNt=61M2m%^kYUgsC?fRPxOcWaCdL5!Yw&vFslmR%pkcH#xJ
zUe0FkXx9eY?-r5W@BHL7++AysFeCj0(ae1~`Z(*JtF;(4U0IN@<YJs+$8Xf3KJnR?
z##RU$aQ2<>lCTbgbS*q~3}<~{#pB*woK2!mnNptzHCPno*Zukcm5A!CXR$za++^Ev
z)Kxdg5I6bhn?h=MSfqV}d|e+qa*y=L{Cn{*koQX>h@^WztnDR0y5u=bUW2^-fwJf$
z$UGhUayRcF#%N@9$xq$2Kan<Du&B=j%>rU63yfL%gW0Qmr-_ybKR*WcHbeW4X}ZP2
ztby5F(1%xMx7+P~(t(-R6*R??n_vE6s}vN%gJWT4uLbG?+nA&o4u=)MzsF!Hu=XVW
z4#5R_O~yVk{HIh(pEvt9n|7L9z@-Q&gHVRFN5j8&AKN)`k+QI(7w%gcH$+^Inhus#
zvoWXcVKTbshB3ViM_ySq*57iPd_K?BL06G+xinh>QzI$J<(9Kd`)E$poi$p@b63#t
z+zE%qeb=V{6tfD^hvQV*^4PGR^ZH`K0))eTOi;X(FO$p~N<o)q!U057B{ZV4cf2HD
z@#Cx|bd7yoesV`2R2nhDj=l}|-wz3%ifq46`pM&HV*HMxwV4>mgH<w7o7smdS>&%a
zKTdtQ8KYC$ba$Fpw~u4jm|$;q!};?s|G<I;ZyNhJC|r#98hzZ>7qA$fGmFh77^Jq^
z|1?Ph^EO~O2gdT<zwOW#r<%UoV2R=>a_<(QfBy3^|JDu-hB-(Izy=av>0m$h+G6yE
zEZ*9o{{bRDI<Ef1f&il<I8Z#h3e@BU$FTob&=;`R5!-N%(B|_vyY;wqwPKVXQX~bb
zCixRrw#d~?I?R^W?b7y5c2H)M8#?j+Vd?AJE-2vk`R2MFD3l-5Y38`}s=mHh8~Z=w
z0q*PR&vy`~@EeQGw>&F{r}JeGQ{H>gY_IDUUshG20`~Xs2x~pMibmOfl<hM0Jh)%R
zG^VnEfPxo%yrN9V_cV#KNUJ??Tsp2><<XAgX<f0bciTd}z8YA7U*zH~y<$Nk^rGl8
z^@FDWdZi_vQi_zi(hBf+^FI&FA_~&V5L`|Ws4@QE?l~?d|L!?ZPnvg>ik1zLoQHUs
zXrDPrjy-hfA!7MG1Q$8Ju?;0k*P0C#;0l~aiA<4ekZo@<B4auXuQg4+mQoMerzh-i
z8WW*r&s{1IwRmrzVOund|2Pf{6IWuxK_)&OD(Ko+QSXpYa}{za^Pb-J-^`Q!wUW`A
z7x9EAkb$+tpfe;YjRST&c>WF~OWE6{9P=_+;k%1f#ueEp=zQJ^%hr3i_ia`DF~kv@
zmWB$3KW%=s)7z%`)A{XBY%tCaiOr{>Uoy$OKff07+hz>`4MU?vFkJJ$1pm`I9l>*x
zP*fECwb}Ldk@IyC72_r29o>1LyhW$AM)4d=X`CI^sFF;VkbMl2Ix6O^R-_*x#)CE1
zDTUfpQVe!tRMG4Zk#hw*`ASMl5fK_+lIK{j`kqqK@Gjij5sZ0ezTVTjKgBx_+l>?o
zj$~w6GOT7rt$xLTG;e`j6&S_CyQ@@myC!Y<+^uni=06oStvhY_v;6O(qA0LXna8gm
zD>LmuabxXnrczD0LiAmH>o-tFS(;?VtT1cSWbuV<pJSSqO=a%7Xu?mc4GAL%+Xubi
zW#(|Q6Du9_7Ew>O?Dhj+w)k<Zz1m~;unfie#>LAPrU&JzUf^g^Yc6xR0)q~f#mneN
zeKqL?TR<tB==*-RPD}6T|F>%mxNTv<WuxlLVyr5oj>c!(1db-s`ZnTyI8(=b`j^W)
ze*wJj6Xxl;rAh3U!;oNk#iH)qRb1NS$<TK8&Cl<5_Yv}fDMN|Aj;cnfDfRZ=KKQf<
z=eHL)TG-mV?&2ij9nSoQAgOnyHHs;$fUeTM3a0dT(UJ1|R-4imY0l~n_i6Gl^zC#5
z@b~$y`d7+%c!yZhC9loLktNy=<_%)HNU4vxyFbZ86x%LZxwaa!M6=}~j?mPM%Y(II
zDz-?praBAW|HigE&-agGfjmx?!=cln<N2_{rE++4O+FiWMZPP1RQlWKRkUW|w0Bvu
zpOj(6l@)EoZe^-e(85pJm?UU33|y$Z_bE!h{mZp_;UjyBnzqa^_H!X|ud+AaQ!e)!
zrYRG|9My7>;#e=RyI@ixk>w>QkFI5%1r{>upHB}QkGdEjRe%?ySBF=x`xegHx2-TX
z>2INHHf#4UY#x_&4eZ{?5m2=~`C_7i?9e8t(k7x-x6SI)u+Lh4B2iaYqE$&`rP`1=
zE1bR@kqXVN_>=l*XJY#2sx;_f<O_6Y(H&QcIB)APkWD7ducYH}XR+dSt5$IXcZVTn
zE7q~>&=5a@&V@b}FNGSwp#Rtq8G}guxLPM|ioPfV-r`MKv_es|)eWZ}!THNg;_E>H
z5^2sC*l*t@cx^AwSyA97Y4N=U`kq#2UT(`gF0Uy}8h4fD)YlYJymgU&?!aLS>9v39
zGRT2r{FT7oEjMiEwxdLYEl`e`6sBleKZ@l>s5bnA#Kv%#wD&ZlweH=0Kl1oM*5Oiz
z=WwG>*Cj08;3}tAQpHSWa;O>2C4lw&mw(S?J<%#0vlq*^jf&T=`O(#G(%aT~u|BK#
zv_Tm{77L16(t-*^ME$DN3HOqEU`VsW7>1iwvt<8ghoKKT{?RbPV@I-jYHN-j8wjc;
zXxiZdX!mT160kf`nqL^;I6*yvIV+9Osk=WJ1`>L|W`PmeLqmJn_!3WulcK=%U=}ks
z2**Q!=#2Nn?UNX35lF{;)5*Z-GnPaCuKz@6LxD-7lUO9WJR14EJX}JTzhQC566QKW
z*JTb*WYKuGykQHf<BB$t?6X|C)>vLgV-}iGo)w>gZnSp3nC>`Z`}Mb1jfl0i2F@YJ
z2Rk){k&j?#mTa-1cPoUS+-*eCe%qoWV|oXLSC3r}N>p4UkrJo~|6E6&^Z$>v#JvY&
zH+GFPY0woR*nAbTF%R4g`R-#E&kAqFr}4!EbMH1)9p7#j7271g4(4iAl$~JIBtAvF
zE9juhP<9Kf;W;16#9u$NWTrfIN(NhtNc%>mQ`fEH0?=y#IfE(4Wj{$o%iU%OI-0*V
zLDMs6`%652yT{GuAt3|X%FFi+pYhE3r(eWf%oL6giVK!NTj1_xPt{<ks+F{RMrn1g
zIqw$|X}yY?t@ub+s?|ikxU3dcWAo-dD7f?)1c#^%4$3yOUJNww;_WW;up~WylsP+V
z-=B$=Fk7f{OMZ#d$)!ds!4WDS3i*CGh%hbCWQl_?iISr4u>4MNKDs)czh54@9kUzB
zb&@`K+6^s${f^u%Sg1`ZaeEKy?X@Q6^lpto<QH_a>y*;ED{@s_Jwi&0u}qS3?g2KG
zJ+Ov|zre=fAoXsXC^pzF{}>mUP^<@;V`KvBdLIZbnok)Yze}mY7D-)P-a;VK0X&Z0
zLhSKott$gfU`$~g-z^a_MdH~t_>=84C?0+i?9#h_KnJmLs7Q=XY}D^9QYeQx7P2TD
zUijLU0S1vDndY*a_<z72@^$@R>(N0AEcy7H?jY|b;1*T(LiWruDf-boaO$q#EroWM
zun~r-mgSM?J#A+XkeU8k#LL{mY&B+FhyBrb=%8xq+ku%jwFMhInUC;c-JY3Y#*kS}
z6j?OW@||R*UzsJ;l(_*ac_>?VhoA#145L6vVB+;bzXVDGBXQ-&a^M?YkpHR>0W2VZ
zcWnG(<%pJKk*JVPy@W})E|ITQS;7uoda&U7_W@#wU?irhUCK5pF2OKb%mxgc<6-p~
z0CNntyFy*6wCaSggRkM&%!Sf=T0vESAF{t+R-WJizcrZfhfpC*>0FY3nsKU!eKz25
zqP4Bd<UF4Mj@Q=zt97wxdcO&@jm^iP!jBO&Z(sQHxH`IznM4m+bEe>n>6X|(ht4c7
zWcJY%@MdX&J=<U4A$06b|NU%dc8QOw9q!;FpuX4UUgf1{E_}U<-gj|xYAX`%c5u@$
z%buj%aiI*;Ic?e<N4R(BNNa|j5&`?64?mkOpyeq>KH17aKuMK5s~gDv05wom`t6RT
zBbyt>xNNWPPK?j3(TZ&XK}1ZUyxlpOR8sgQ$2I`>xSUNc%0Zcv`={Y7hvh(KEvTI=
z8*`4PAT|jq>;<-i^b1~s317zW*O6j7Bl2ENw2BzR<en*%pHr%WDEgw1+P}9cokzu;
zDr85@XR_hdcPB_!WeELt7mHIWM=uU)e$C;1?R5AEPOFVNW*BZ$z_bSLTFqU?3pOi_
znDf+1o<-b)G}?*rpg~8ZHlA=CS4!hM&xjf2Rf-Nz`b9dcmYe*}zuB;_Kx8R@ZP|G#
zK-*k9-GRu#)sCcQ&M%pA7cS}}y-&p$5>D!N!ns<W)}lVmsLJivoCgSztRS}FPoJ%f
za;6A%DH!-X;y-mcCZQagoy%}m;jZ$lTNeHna*A$aXGr;6UaaBgIj*e{eqjscjlW@0
zSpWw<dPZoQ_CAM07~rYjcW=<#iG3=S1l<5`S{Ar*Lo90ge{3PTV=y=}L<xevR{Mxx
zG-4Hhan|T-xq4Ruu>aSBK*ySZ_GSxO3O!(5wm<BeD(`tm_oia{FYrL~=_|S|P_FHL
zV48-qryxDr+2?-=sH{x9(}q72e-(Wr@Udd;JgT$+$r3CO_O2fp&rT0+BB6^8+Ds!t
z%z*c|USoCN=Jg2pb0z_$EG7WG5LVq>zd-{v9OZ!WKB(gYiN8-%dqe7@3xH<80@b4a
zg+c(t^z`xRWa6+7@n!Xpp06ITIRnd%g}*lE<5Vq_T^v9rr^8LL1K6B>huxq5sKqY3
z9z7l(mH?2jSH6<s(oy()$#f~Ayi1PEPWGl98(bdsy!fLX3;eGI$QyK=E7NiV+<G=p
zbE~bV``Vs;PBZBU-03a%kUGs5gA(l0B=PfHrWxD40wTxK<pNu}HuPe)07@GE(@Qbc
zZeL>I-(nInX=ZvC(nsrNcxN7ltiyyZrIe1eY$h%HanWLz)HA}HU&yCAoA(Al84>Rf
z#iwW4Q^fS60=ivjXqa3D9au{Ba1<rdSVnfufEGv;%%^*^Cra=9bdQG-wzZTWWB)r@
zRcvNW=?^JeH7GHIxm;gZVg3WZ)>g$-;(D07PwNQWIFATM8aR?Ro~CF{XgvxQhnQ~6
z_cX}sP=UZA?>5Ll%l`ct10E}%TVXf#59hh;!@OHprP}yu$<va=U&$Ym3+kyf5MZv3
zj_f};AnAP3)SIvnb~|nyGy%G21XT8*F+S!vVxkwgIU&H!Q?$VbT|$EwWs9;Uf^FfI
z953z`bKD>}NoD1WgV+ltQ1o9aP}Fmce`@5MLodDJADnBL@xssrhUGt*!T8^=CV=)Q
zJ(RCsPCaz?blf&O3D7#o@R2!VzWR3f;;mEVSWD>=FLB^EPU)So+Tr){e?Z(ZaQR(h
zxjlhGZbJsr1zgpe!pXM8f;}0PXJ$%%a>)%+Oe|GWUrJ$C%2Jiam+^-+YN{C;ckpJg
zN=f6~)Y6$jlZcd8Nl6dHVv6F?M~fiY;&pjkj%}v|eq^^eJ^q@xr2Lk8;_-sw;h978
z_f#JCr%0Irw&U@%RiJECS4Ak>96N8|F>=(S{J1)tpFN&cKu;fZ;}my&Y&#0J`u&eR
zAg_(6&S0lep<{X=iqLyDE5}HG96hy*ecdPxJ}(kQ|6}dOf3saccn?&7E9sMSXohrN
zplB_TQil;TsGIe5sWnk2;iP5O!5msN2g34HSNCqQJDG-#J82<&zSzfSZc~uJREQy}
z<4_X1|5}KQgm-x|htD_b=&F=Z`!&EYRuiwqx4>=hT^50#Uaq%au4uN$w}K=E)s{|#
z;Yf%|zDa&>Ty#+KrvC8FAU5WCDxO&XU~aYr`Jtbao>{G(Vyn`E{7aA?8k+6XQv2Vh
zgyU9~G9)9-2b&|=<pdp@UiCPelF99$zI0lu1U@L>F)fY=BV^O2Z(OjWn1pxHylQMW
zMyqZyW&5k!)L>uxfF^A_9OSls4~^YEFk={~kmmv3Z126_hq;{ng4A)@`LL>e{#t+P
z{)*G?qVad}5}e?`<lW)rnNyE9IGZNAi$;5NaRe$E-4Ur<-t!A{=DEV+yD7xr=26EF
z`^fnV%O2aQ0<Ze!iUOq{X5Z{1V3ZkYuVd6{(R0BNH>D6n-9D-|eGue#7`AD9*{&>`
zGMFwBCJL}@Mf;T2#cT>2{S1Mw99!#XkJVLcRi=Uou9ERftJyF+N4N$gmL2Vqv<*lu
z`A(fC<#SNN<jwYTGQzaHM{YG-gx?QhO;Te|%$&FhXSFlr)9PZ3GoYUh*=OXQ;R&>z
zCJlqEWU1(#Rj`<2p13R_9c2<Sk2O*MVpkf%qJUA|be6&iPQLSQE#)-29auN>>!JjK
zvAzq-y8Zp7jF}6N!DQJ2_Sj5~HWGlkjxqG@fV!vg(+W=o39+PLfIOE`oZy;p_*K-b
zrWw5*$x{*;E|O`Bv>;SH&FSh3i9P_My{eL=?_49ui5w={rSUDbH>1NY>a`RG1kkLl
zHMo{o;J;%@Af&diz(gI0s`aJC;i$Xq7$d6Er8cH#fVET>fA}z$6cCLowi(&O(sf@B
z@j0|AvG~ZwjoV_$)*#4D7#W`8C$L7E=ILk|Vckef!y{&pPXD+BU01_+uLafk33X^~
zi!ftib6-8iI3BqBG(ma$Mh*=8zW0jMuu<$xnAT5g72MTfjNw*!9Gre16G9p49AIq4
z?-9<NttjYn!FM+T2zc2U;AFBp{@3ClAqi}bpTqAFIell>lfPA>b||elf%xEJ2l(C5
zX^`0Y1;m6(==OVUsYdkPPC^eW-t%s#Oy?dQML+vXUx^v&I+vWv$7lh~d`9py^1Pbn
zZw(^AuuO261WT2wvQ?odo_{+dnyPRMQP;(ve3ay7A7trf>auvCdr|tALLY)Z^=30b
z{t{p$>epeDFE!tL$jCMsc$1{CbE*m^j%;;`s3axCgBH++&7pp>C227Ue2*gh9LdK-
zp^FRBR#F0`r5u9|>@6%Tq7%vSEIRcGfvPx}*2)2UYEdUm15btgD%d)x*eR?yJ6%~=
zf<J>YI%bOC!+@N}r)RXulbh4_MGr15*Ztz4Nil0T5I_e_;Q;|iP#iE#;2k<EV|52J
zl>-H=O0YDrh-x(4@qu8|95%b=WDQ2*y)cx>K7FKcnjYsZ@TwdfFi}toH94dqPH6+G
zgH8VjPFnM=+M`H);*;)?Q+CPqpHkvphTy5c69)NS?kmeUbbCm@Qiyd1evqRZXvpu`
zyT(j4u*Azi{dz(~nv$rZ`N-^EcY`$LC!^2mERNMp^c03SjDRf`ThWyQJ1_IAF6JVN
z<ZD6)(qN5m5Y$bpt{5c=t+W<{3h?3uo*$;j_G+Sz8*%F7bJt=&rZ#vdVxhkTKE)Y6
zH`h7nWkPwk3%aV<PNJ3V0u6E~JoZZh_grEOlN_&gnX;)gnaSIaZi0k`Xp8seD`eZ%
ze`hA3(!WTS<*7#?*JJ-uqC4!0or~$xT*1;Ks5|d1PZCJB5RMv_^Gv(!JJ~5gM$B=I
z+W-%k4&t2b^9Axjdb%CBP~b<S8o65tHD<QAcEtD{q<0n&ae=3ZITp-dT3XhCjFnrl
zjVe`W6M;fPO#&2}&z!W5sC?N<f9bU1F!I=Tg`HPE3+sJ~6s|DJF`g`0It`Qqg4d#~
zHRggS^x<%xh8)h26Y82@_X5aoMr)~N!Meot3#KC<I8($>V1{0299jW(hX+Ri;M0eX
zz1Y?01mcY(DflJTfM6Lo0ksUllz+=?!bcztaRTV1o7h-`M^I;-A2Gfm3FQjq`8#5u
z<vMne%;2Ro@yb@#srUE6hI;`wJ7UeT#KQXcWc*9BsBojuv);w+@3T_Q9BlfAuD0J4
zv$BMXT=fs-ilRAr%*{O(N5CUaFG@!`n*S^Dd(~)}+k61lak@p#9|6fq{mZX%>^TZ8
zC?5Frsi`UhJa$h#>*pkV4Sz{6QR(b>e3WG3rmJHu70~~$2U=;Jf0~ao4Cu<w$YNRm
zQXObM7XN=X7`xj-OPg*@nFRbCRwJ&^1+&Dn|CLMM)&NYbo5;Il|5oG>f?Qs@y-Mw;
z$;F>MGe3Kd<=fo<{&2Wuuk(0B`F@(Ew(M3mCa7$-COVf}#g<2<2kR$pJugpbUR@uX
zuH-n}hbRSOQQeGpA9Baa6Q|P5gaKMyZXZLdbs>e2>p88=nPSFjd{u%m=hYS&^A@;0
zeIgUsIyUu0t11Ld@$5^;9LJYIw%VNDE*Aq7=X*I~cu!Ut+-~uw>1i+piCnLzpLL43
zFBZx@2e0MiR&HQ#?k)p(ACI&wy3YR);kbNMh<(g|#QS{2#Rl1n+}ACiq0>I*(q;oX
zI9cPOXsS{SA4x(RIi?5qqlX%wU?#4%_n&`=!p8AZi0LwnKh4JSw#%k1q$oPgL@wR!
z7SpTaevo28{lo{|994f^`(J8))S?0S9z0}4R@2iIs^-lFX;%ys6FSThJKU<H5EY7k
z2`2oEvnp%<+XLis%9WR#vpDwTcVVwu45LyM498B7FOR47$e4E>YY^j1ua~=DJYM7v
zdrsTbUGDrWbfh0%yQn>1WnA4)HV#nhpRR8BaKhKZK1zNi4Da&ZN*g4y`OSU~>GE5o
z+&&`_@};l+P=%4$SJ<S|C?j6zM1EnHWA}XidS7&T_32J=35rTKMKpp^(=`>&`xpP^
zJ^j_aV^!#GTv7a@JU@r7#`FwYzj(oX&F)GuMdlibOX=F&X91Xc2qBdZIz@A|TpuU~
z<lgA+kW{;IZHv5%7hx!A7vORU)x+-trJ9LGx2{Z@#eZ3!eXyBO@>$5pVizh}J>0K-
zmmt&P?+*Cgd+g8I=~Fx2MY{9akT9HKfggB6z8u9jwoeRBxW0JrweNX4Jg;FzjJcOy
z9FOgRc$!OO^|8%gjb$vmvI?TWU<AhByH{w8VJoDx#Yie@gx|3eL+s!9RmnGLv7FpI
z_;9C9=}gb_uPT%9rZqCfC=|-W>d99lSFcA7W_1;yY)`4`Frdr_#$7vcWHn@`r0?$(
zY=&LPPL=k!kc9<#X~V)}<iwL$dy;l1Zz8Br!t$Khixt!OSX*@s7$f;S{H7$S+k`b5
zE|XC9pR%Cj?K%U`_Nb4z)nox(6&pQ{s6H>iyLKgEG|0jeSD`ejZ_<-h#uR28Y@CyZ
z2z>$+{(PLW3iA5<y(A2nrueQoW98?_7&}X}LY7SAl!YR#!EB?Xiv|2F2P#i$TbW;a
znj>Z)HeCP8^m_rB{u~4L-DgLO8OY<>hrvfwB8E3ika?i*;n}uQEV43ci^|`MeJK|F
z{ij~Ngzh5q>jy*^`2?t%lx~-zZ*=eXF8Os`TUQMtc*xn|PBxfere9{$Roa@b5rgQJ
z+irW(J)YZFZqr{1hVj!wJkRrQJ;@(?UfE-EH2N}d`U_UH%Vn7c2pb&g)qIn}#=q*^
zQV)ujK(!MySEKl*l}*ZIEKV<(Ly(e|IbEBh32~@O)-Q$nu=)mL=2KROHRL(hemaL&
zTqM_9f8y4jZPKC*0ukSE-s+!`J3n+8q*b)OT^Ntlubv1c(DbhaQF-J%f5})p$$B=Y
zT8AeUP;?+>J^3`KcO7J?tTp%Zx8e!r6MuqWKWccD5#D%-+!q<w*3iA*8MrMQAf&Oi
z+4H@as6C|^y%Z{*CZZznEM6O-8Ty?5l$hExb!D+;y?7#SA_7nlSO!`eM#nT3uFYv;
zPFp6NSzle4est(&+^^2?wu^4kOlIf*GTtmriV-fK4B0J7R?cRlX>vugQ?2oJK1|vB
zBi=8xG_;H*sF_12B!~#>r~w9V^so9aY;hf!$Ta5ggUk>{=A)g#%;oUYZYU<+J2lB7
zKz=wBT!p-{G7{!;M3#N>ZQkoflijQ5OLlQ``nUdDo74O4_Qt8pJ|K7XG=Sh?SVr#Y
zR_>1P;$_2LLOOf$r+j=v06iv&m{2W~;>oPOE|I=qe?7MT_ulwz4=vLz!d@rE#opaG
zC*I!(=z8v6A1MwY+CdT*#EX7(OzUeWjD!tZV4ggi$A1%qQE{^4fxAetGz_Yret5>V
zLygw#{#~U95^G%ch2CVVz`?g4$r!X7eVH-a5?hDWywwa0BC+Oh2h9jsP@p?inl1EQ
zk-%_%Z)EVN96?_+X`vXtDD>S=6)oK}L?8w#?E9Zthbij-Pe9O-gfko%1n5XT{^{i*
zX5k*ehdLGqoXZiMpBzXT9vC*uI6iRpea*>a%W$SZ8Qxt;t^4@lHF&gs{%}UCvGl#0
zB3NE4Y*01-H9IJEUKq2^=Ve|RZbl6Ge;=zX6x{lHvy0g6iCvENoc8_F*vq5mw}Wtu
z+fy!a@brb1y8{Zor>C`*7s1_CjF&GJ6_1U@>CdW%bLDEfJ0x7ln3nhs5c&(25C|ck
zjc^+>cih?u8Mr?jdo$)mLQoTeY>^HT;U4q7_uf~7mPr2wg{~|U0%`RbjcLT#f0*3r
z!*&-bH;*OB7FeD}$WLz)0(})UZC>ggMSb)~m=v5!L-J&h2;v`%!nz+lL+LqXLhn%&
z%gw7hnD05QX%a_%uJlXlx-xS^gDDXVr5~Ka<zOoQ@e@=&|B}=l*T$~C%8FL=l{fg+
zAnzsd`d~gx4L!V`JL<%SX?ilhe`!(YYw{t4JV&;Y2_^?EWhrM?$(UsmVu(#D0E)6#
zF>ha_oitans7#L+XIO<u=f@@7qD2_}shn@e8(c&W#JAAxasO;HJ9KZ^R>UI1Ro$)T
z#j#@y!~_t4_-HljygtkUM+=kjazfAdGB~zSwldf?Q>@dl7fpbk{EfP@{iV76DIsvc
z+7y{7lIW+PKXM&L<=UM7OPC>i2$|snRF3IOK^{NjkBTU-j*bI>k_GFH(fEc9=AVe3
z`U?&r{J<Pyd0A5shKP*GqQMM0FW<!0!-t+I>Y1X5bxGODu*(oxCShjdhs&a&SGCv#
zsnuv^X@q2jECgcFt7vej!Zi)|3Ilm18L3HCFe#0vx?mO=t@FnSH1*YWj!=1p?}LU-
zazq-IcLK_46C+Bb>fOu<R_aib_-Wd-B0~!O=`(A|`L(6mjOb9L-iR847Zio9G^llB
z-stOsHEz|(0k*NW+}P_eVI_;x^Rw8EzP=dFG{D*O9_(Kps_yR*Bqq|aZIaHb<J+)B
zl1XJnDjR1hY}TL_Cz~8r_-ES6M{|OONXLBV@ink!I2TFj^yf1@C2VWqA_Dom>esEN
zYmTE@Yu;%6{H|jhMX?=fXFoL3>7)?JfL`NwJUc8y{xT5ucqyd&PP|&;;?n@x%cg-o
zs?Gh9XILyrWzg*__r;fi_J)DD3hX|HAvOc%Ee`{WQhSm?Il-D@+b${F-ryY9Qglqq
zC$GYs5FQG2Shzd*4-<6BiIgvxOGPlSp|-p=UyS`wSZp6ggqGDqkF6ac^%>h4F0Kv}
z!aIFC(S1#AFzLn1tA@?QB&)^Uj6YJa%|qVn_LVPTAT32>P4PPp`x6G9_OKjIS)eOG
zjDduOA&F(CCOUw2l3c7oVM9N*+J*8PNU&bin5p%Vuks^xVQ}blv!hTa?Ze)!Xtxn1
zvLlMvLH;aB^^J94di$Lm9dp+G`qFtsx(a1w5rETAl?PFS8p5R$H(@Ph?`9}y_>`!K
z_1p=l{^1ubBuH%JLOXKa9_GkSk537zl^i8{&AW`^Y(JA&QnZ;6bRy{}u*Xun7lidU
zPXXWV7cgUDVw&}!v1MPGmYMDN^pLfO;WhW&gI$UqgOlR)m!;Q(w6vBvKLZCnr1H6$
zV{M;~LT4UBlOgHue1@{44RA@+;EOKF@9+n!^Iw-vjn9y9?dK&8yR3ULm^PPY94F5G
znfT$!=VHKvi;|!VAF|VUECW~#D%R*=@b1>{JQ;!|SQ{<hK_cx?lKS@yzrsT#0XMkd
zg2&y!{2|~7iI<qJWC3(v7Yp9GPQXn~^L`B%>Gx!F74Raw{HD94me1jdOW=KfV1VS;
zV;c%!Q0`EZ&`WS)hPCHu0=~8zicOg3eX$-M>$JP!^iasJ3vE`oG5+>dg(dWzH?LKW
zSVmn{g-#2#+~4n?G+<!TD<7+#`tSFvwGwgv1d+PMll7zQRrXJL2<q4+=tqRH7v}?v
zvZ6`Y+aGx?zwA}GB(q)Fy)S6!8@aCMG<eUAkv5M2F^7*Sk*6*)DiSNF6olW_%yZv$
zK{04&gi@LWq6u*NQj!0LR7l>H8%*xI{pcSF$UrdQ{$ciwg0la`q4$t6gm_B<{%cjZ
zfBe@WQCSm;q@&phDSi>%_cZc&BUAqW={3N!clrOj*MMS=0k76B!_ivx1)i80;pWyZ
zfGv>J=L^J}IDeCiA-_2h!w$Z*jD<YJtyrO4?f^bjG@GRmJF7LCSp3z1gyH0k>4(oI
z6A+prTt!E8qPDFgv0L0j-TLDvI3juZ{VzYk`;-5jpI}gaQAKa$F7M-WNx-dWj*9SH
z-3KvOyNW=z=R71)j*Z?c@lOs$NJyYEuk~faJ4v8+r9OD^6V$U#_SvMnx;A}KDzmqT
zT^pr?aXuh`Re*b)u&u12GixpIW;8SHQ%H8U#HrxsaBjACpg`Q5lN73NF8)&1*^lx5
z)UJxYn3ItP02j%<8$Z)#7zK2nXM9@Ezq2FSfSkVQvzC8^KXY!c2aKA4d|L=w13b{C
zC1+N-wn{FmtfY@(7{9h+C^{L5HD(VUpR-gi*3;+rr#nRwLWrc7y>^E9!)a4TltY-0
z0gD{wxTO4|PIitKX{ka_Jo02M<@k6kC`)M8@YZNfF}1?^%3nVs9MA+n3$F@k=b;|6
z@NAzBASYY^5Y?*|DR;lH58Re6R6uP=p#s*uCz>fy(p5tNmkTmXHeX=@q&i4BQht*g
zf+u8d)3$9K%zr9Df?9H|_0W0Ey_kYdR=1l(khX&W570(`0HalqSnEaHzt@ehB>P%6
zg86x3v8)d@9NT`ZlwILLh3w!=xbcXfdv?yLFxlb2&q`k~^5yt!_Tj{9`SU>7<O%1Y
zOqirT{6Tup5|^nd!^k%$7nP&5s!~#?Z)kmsquvFiMkFg_0{n2yfK)$m$WdJrGk1+i
zLc(Y+`<uSX1od%K%t(!bWIot2K`C4(P9t6qs*UL*LeFQj0!(;TR3X^Btk(R}d}&Vy
z=07;YB0D+xQ9Zxv(C#Rdh#^eTfhmQH7|SUUOw?y`4IS|@gTatCo?Y(PN~+_3*5B(r
z{?Gb*p>r&6MsReZunN%6vSA9=eXHJ1(~6m$czWZp5X@|rQIP6FwBw`>^^@k~KO!sf
zm7us(+01$}rq~S3vmG1SLrgb*Fr<GTNXTlcvtQ>8qD3?jh@EfRoVPmj2EAM)Ndjrs
zy*yH?<F+_Q`Dt;^q76AH&@|-hg=zY**321y7_;sW*ySckPG%M(-bstHys%{0X@)j6
zZ}e;=Zwd(Nzug0ZdWc8uH5{-?t_khrc6V-Gkg2!d=XEux2nq&K-%O&64?VtdBSOeY
z**!U>UE#n_H^(tBCjnBHXmL{Jkt{VC)BlwjcO>x0S=@D_3(ZcTxLa3Kb1CfSlD7yR
zn2#+^Bzl^=4c=@IXxVDxLie}tsi4AgNQmBtUc*PB6bw+)fC~Ns(Exe2HY6^Gky#kA
z<5nPM(h_EQ0%0mhmAOeup;ukNh2!ECHssHRy1LWNQAU~Kbras_B@omCb<^N<$3Z`}
zQaQ5Q6C!+c;PWtzn7%Bm-F%y^+tSYu1?G^Vw>jj`b$Yp`cwZMNWDXQ=s&{pw+G{}K
z1yy(0Esg-;&EsHysqhYdzSaMR2_FFJ6QX?PPvWp^F2^fl0pj}RX7cf|vGctXSO+@^
z6kI>VG<)eCmlH?6cVZL`L#mIAy6<Ml3*J#tBEN2b(~0U@5TIUfHq?F(Yp(1xFk01a
zg?W5v23fa#baawC6-W#{JRZ_agQ%aezgEc<e^}EYAMy3bUNPKHiNPhlvTDGd&QFV>
zDmfR|>-XE`?%I4u9OSbt(C2MVrORZ39wk|{5RGjIn4Y&)60B+jONGAvLID9fAVr_Y
zG{c?;^3sMW*+RPCEK2{k`0d{x7#v%j3u>|9Ye7^%E;+1tf9;|#A5ZOe$<j5|e&~yd
zrX{lKwRNhoO@J8tHOW_9-+VJOt8j=!EfZ=`({R3<Q5HL|2VdtqP5Foa9>SCo55w)3
z`0-7aI*f$CaKpR!l9rz9(a@8~DaY~$haMu<6PY)WFI_4s@KVlBYt+ma4TL^(g(LqJ
z*M#U%6-(Y&iXr|(LVG|syW7;Lx)w3>OC7xZR>r!JC7x=8LGZ-8b~(0is@?;t9;9PD
z;do~Xk-vu_Zv|ScPKB$^_l|)(U_@Ysvopt&3lhlyk*kf=7F}1iQ4NSOkLr+CXQ~o-
z=!oaNvpYN{h}D5`yzkQ3s&}V;-Lw#UbM^*oE`=+cl1ghh=OdAE3XN9EqJe|;ZY?bO
zi&E61@8%2F&XXrVr5IRPSdFOeC}eBM9|c=bW3OE4ioxgRS}X8R?BXZLT4PwqY@1@V
za14+QAyUvPNxgMJ<I)`k#Yl+@*_{034)or|{SFDSN8cbX<Q*{8+0lRO+tG>=V7_Nf
zJL1%$p)E=gmMw7zEsxirXc^sOALJvR)fz{7akCBehpY3ZJfiSf(8&jJ#Hm|^3+ng=
zK|zcCVG9bv;emYO+X?9?ISQ&LM$p?9AJrQN;Xef6U#|+~Qqfa*L?QPw8UcPvonZ}5
z-w}qf<l*cC-G^Y0Z_tGzeOJEV9;DQ6Y6*}vmbqb~QM?$K?-|EaNI-<XI-P|T?h{lA
z-SHok+UOS8^LydUo<aoPsDJK%{7f{S<!t1JfwFfVX|5WtQw$gK+jO`WQ&`UycZ=E<
zUnIhP6!ZUL3;ouyw^#h(_gU1YZuER@MJ1m9j!xz&O2hoGtov9B`=<WCMajVE#R?cp
zqw?*uEzWVy<0~cl+$2-_HtlBr9fxD^KE0ZP^~WzWl4P7c&CubK&VRJm%{1?0|3jv2
z%=m2(P-fc;=+2<613@=*f_6WoNk=K(9fL{y^I^#@1!4~ZXM_^ev5Z{dINZ4Bx%%mC
z0EG4Y7k4e7`|y9Th)Mx&)cH4o1|VktGe63DKAK<vy+2%*r5sW~LQ2X?EBs!Fl&&C7
zIxkm@;V6nX_?rM7mhSs`PpP^aMg#-B!oL!BK#&vC*B*5wZ{3?5PV@I)-FUwbiIuAo
zq(3g2$U$e66#`%7ENO?@yi}T<%HYFFs?o^phU<MZmfBV?h++Bb*f3(Cn;lTIm4WL`
z{u6Ek-*#MQeOoJ%bT&UlL4kIh8tJ6m;<n;c&69h1y$E$WI?K__shvSv1Zcm13U~5N
zl09@_wRQ1JrErYe#{uS{7KcAc4x3{V5uA5RV5bYs?ypx${3FZvp6L&YJ5ggE&!5XY
zT@UJXD*Dp-t`<yA)d4b?HeYdPw;~e0uY%_T=qP`i)n&@Q!WdWVdXVB`^(o8HfV87x
z?zO%=^!BltXnKTJx|6)EF$Hsm+NfdC$b=yIBQDPUfLf`1AW-9MpI)H_%b%GRc1C}&
z`D!S$N9I&}<iCH2KuQ56-i~=rq*7y^^T~Xv6g(wn9%s<rMI{<1n2Y!m^05~G;iv^N
zkWFI)ax@e%?Cq*PF~%T_tJCcjRh#=I9CF>PM{~q?xP<iry_Le2cVp>vHc^vFzLjVu
z=WIlOx?3#>oh7QVyK#-Lk{h(gX&P4ZyV2*6;lRsDXgH`7prh%HF7|GZg!i}{er>sr
zP3N0-J#Q{o!S~o$#E5=*JsVu}jK)uQYk26U<!gN&^WSpLjPd~q->9gR+lgdzNV)To
zzRH^87#{|G-CA=j9v39K#9N#?+==8;s(TFQC1~bd30z7}m#3QfsESK#ST$A|m7X#K
z;|B$P2Pi%Cnn!W{jM1A&5)?9jm{W#^;wa~pT?*t^3AE(S(FivC4&KlO1z#)Oh`D_r
z`-BUlrtDs*U4NvMBC@R_ml+sp6pDV#b2*#31hNR`)&irnB!Prwvy4j`hP`)A<!%d8
zMn;*(7|3cMjJaYByW7es61dHnc0k#}LPna0i?SEp`s#}E5mL!iq*YXlSUKPQidYvh
z$Gm~IZ=9lq#lDWx_9R_C4f;#cO5`Or$=UE5$DVO<@4hOkyDn6U?exlZX3{?V9HtUJ
zdx^;X%JZ6i_&WN{eb*w^#*-K0?z5BwPn({!miq)%H=V`Leg2kVva-J<J6e!gJMOua
zFtIRbCaa*@$LKO_XSZho{IPv{bLn3WGl3B%CvZ`t6ou$uq9dZiKj0@3vL%rO<q{!C
zyu(b@Y~o3RxdtIYTXB_J6h`rySPW<w0t^1lvI`%;!qA8(m6!K@w>BW2Ewy6D^1+)H
zlf$Z<$bzHyqZ&@pmcj~y7k#$Yi2^UiG9W*>>B|HKROm1#Aw(_3#@{xAxpdX*n-&6*
z13u^pwef+7v+dtngPCsbhsQh~oA(dBx9_8w!m19ZzM@832ZZR>&7;`h#5kaf%W&A5
zxj4?$ZKP96-$f-uG>uDV%!qUOlzr*yCvg6%(BZdo>hmo6r^W)_G1Z!u@Ba_R-Z4C~
zZe16SZFOv`E4DheosMnWwmVL`W2>W%ZQHhOebw(?Yn`*N>)Yp?pY>~2%`t0^aX+_e
z9f7T`x#kNB;;MJ8Q-F?jZ`Q<0ylqy3-KW!kYtg~S$`zY-CUIdN%8nLmGrB{8uR-(*
zQ?^VF*#ynbo#5YKh*Wfj74Tx!Z1+{VP1fA;oWQjMrL%yg(42V1;2;V$9en0RNz<)<
zTr!G-MGEqIik4dcf1T5ZSt1(G*;cE|8w4Ykc~*~7CZhg!Sp=$)`XaCB5|3%ayIZ6<
z0xXs7%5k<Lo?~?>tVsTu(i`m|b)!t@kFoD$Y|M}JaY!hp1qVz9?U+=q&X3Wka>VMq
zV|3;eubJnqFa%8(ELpSeLZ_BSW-QiC-3k4utS&3{PhCED`EL{YG)x8c8KJc3+MwSi
zVEPNiz`P&b0jE1!%W+)BNF`04NSkOT#Wl2hlY2K)l{p1)><Jj!A~U93cw>#2lkhMP
z&+17*C$vk$C0h*GSl;clFjE3z0VEWH7Ob;!oiL~)RYfm7v@*3(@ijaL<3GQF<<dY+
zO~E<0l}roU+jk46i&;t|X=33vNC-l-R#cc5lDCPeE*)Dn3DIhMv6gpR6_{Kc2&OGw
zfp~gT;hH^T5tvTY^M>c@JtKnkjW5-*maQoi+R>7d?)1`wmye<I;d0fz#+hh`k|h&c
z)rE%B5+DRUM+7D^_Urt-PJ_`YV(e&U@HvBthm5nN*j8l&Poe|Cn!pYj2q;ALe+K>9
zzW}y&w;Oi?I_ejnlYY)Fx9G^vALo2O-#FYnKd?VHPv5VEe>NXSe15=wif;&bGe+DS
zGE1QH*ZB4gO)DTWj<Y^M{nX9_>6k}3Wijl4Mf87;m766sa+2mDayFtUl&;GxU}884
z8nY%>71Fm%3x81(i($id`De~QqVUcak0Zw}c)YH7RF3O73S;&4M2bRe%%SaHWB#+z
zUqv-t{`J^va?%FYrT6rn*1=uBD9=5)M1dpc`1v7$|32wgOt$PhH$GLPk3ci-R)m8p
zKFRCH8z3iWfTkefT(%dB!3LLz`xetou8A~^fezFE+XP)1yyM3!u&VuIKy}sSLF4F*
zkD6bZgT+d+8e4SoS}duQQ}S0PgR92L%$T7Ewe-wtFHg*s36(Twr_FyO1l&T+FC`*X
zZ}rPRJ0i~75y==Rr5YK;7Sg3VqxO;PWUh!dKoOl{`=0l1=E%T$=c>_+N5!lYPsiq3
zhw3CR`)jbb6nCt5ym>ur4=g4o1_Vg~-rz@PoIlaQf*Nnv+w#5Kxag~`s^8AdKHmj+
zT?V6G9|;NqC(mrX?~{mpKQ3+kNSrR=Kj}1<-q+?QeJk!y7iAExN5x%90f1L7@LFqj
z@UZ?;W~8;L#9BQR?3~DlF6>#XAWW112VCdChoAmkcNM_}^1Kj5qO&_f@E(Rm%VSe0
zn`*f)vOTjwvN`B!whU5GvEJdDick%WDH27<hhp^U!$n<|CB;DF(g;x!b2c`zx-DN)
zcgDR%BHtiRBt@O(Z#+#{gw+;e6ouyV*#E^Igw{eDFA)RyFn={0;e?XG+dfJ-;g<KN
zhyn6ZP}7+FkFW;%6OZm4nMW2z)==Sp;2AfO0=sd2FZN$;7Qs-Cx(WZ47=-(lv<wT`
zTD4P%WEVo)Tb0N89w6A&DP&b}pme5SBPsO*7#HLz4$uzqj&M+`cccCo;nRmrli0c1
znFfJ0^-<01eT~w%QV{5&@4a!I%7%XR0$Rja<D81E?kTS^9GyJ_8LpU;^0`9Dedtn8
zIKS<D?vAj;=wS~@M8#)+(ISVC-UTkwf8!#||F2xcieRXA&oI(fYz-zJ!@=e+VJtpo
zpR0BaOE?TN7(7^*XbT(wECM}Y5nmrM!1{O@XKbq`ugVkwl(I+gba6~<yNDt!CkL^4
zxr*2JGoozV^#=huKvN`XPC(Czg!yMQrG*pHY7B}o#Ltt?1X3f6l#vMd0O0&Skwwxh
zP~*dz4QsBCU?jiX05kL!U#z5rpS91rAf7>uN>NqKnFTWfiwV&bem})0Gg+X#Gc`N3
z%lAf*Skj4mggidCYAmrPCh*;qsS#BoFdwB+Dt;ldm2C@q2y6)SW)}oUsja_60HvDL
zZh`eOSdzErYbQE*4A2Y!+~?Y^JyCnGY0>=pdMKb&JW<<mG2kxA-U;=T3T!~WsjXTv
zjq31Ae;>k=ipB4*p1lxHqki>-X~a!?B9*fp7v|4vH`{2r)%KU`q5<X&t@e9-&*sL-
zQe#+LHZadFLWmU5Jm0Y{d*?k?5ZH<G850T3W|^bt_x#zHp6|K#$;7qKQ<A$PV}f*i
z_*$hYPttIfl<CgUl_QwrWyv%-FToy?o`fcaCHY`B@cf2?y)|Vmml;U)KM)#$<m+m?
z1q4IiX6y#Wcf%)Qs0CoBs|Ij_1Tm;K`7ME|Z9k!8D88dWML|Nnh2Getj*nsZMQ6i;
z1u#v7?YNU+N=+PdG&Nf?X^HlCENYB>jpnr$NTd0zhmQMFpssmPzehWfz;)aO`X4Ie
zxp~xe*%~JBNmr+ipOY7?7oMva?;kSboWmKM&msrf*%l%u_+3{s>(tqHZ@I`M8+^ZL
zzrd7>QZQ;J0XopgzfxeJwt-jxF5GtA+uV5K1l!m<V!t^OXlEAlcmQv-0=1u0N;7gi
z#E=%1CDDRmVvjK@PopUhvYaMNOQ0wqOh>`-6BA)X8xs9Th-F-7=;ke*3CqJx!!tZ|
zpf*-iHoMog6J2QwB~>ri$HV+sGF`=a;jPIIxdU|DqDTJFMHE!WwG|c|Ifw|Y<`uK)
ze{jB$K{p<I?&lCO?R(Zi#iql}f0Xw=ptRnpr0jgtd0R01IABrd5TGG+(tE$#{7`>1
zM=O`FhKIH_a{*+nwpVm3Uw92oq@;(-8Vnf2*%jg=i#{6^c0geoS?1b8A$K!{Rf@2m
znR+vkb$tI$CC9uFBhonVTW$W1N<h(X*6E4|iZ#U$4ZllYhejAD=L$S9h?nsr8{0gY
zsB_enp~S&DL*RyTDeO$FbDvE*JCve_k|VFZZm<5E!^)B-YuX}F^|tX~Z6|HS?KJ>D
z7Ev(Mrq#0WEB^|j;Y=PULY6ys2=8Rz|HOX4j7`iVZUz-|rXTlwG4N7dmc%zP8XI|N
zE^Db614Gql2r!*r;mN0-=H~!X9WUc)&fdU6Yj>RkVE+qY)RE@s|AFz~^WMQDdL{&T
zq>&$#<WGp=nNY}u{VTEcxL|j$lwyKv@Pd<uVq#F}bk6~3CLjhgvbw!WC)57roeZM`
z0BW&r1Lr@U=7EL>LZaN~f_TnJ=s~=F;KU8}+bt|G@yG#o%zG=oSps4L`mfc1pVlR`
zL8IXzha_3K4mdpzF|!RoJ8Tx>0;YjY1a{#|QlZAf09(DC$M!Khf)jy3NWfNaOq&1Q
z&>h!vN!afDwsqP5apM#fp!GN3_TRpWWeS51CW?vMekUbc;Gt(|Y!PV51sXI2+Af=_
zJKtl^JwH~))1k9g1O!<A?=iDZ=PM2BdOr7|_UG%bIT!bC*6Q!aUAM!Tepd~2)%3x=
z_-B{<NO&9-Cm!Kb`YwDfvbfNg4NfyU13mK!$VhlpBflMLno?V_kBA6hAxn7Qd5Syb
zZlJgkfsspEjRgcYS=Hep5v(>nr^l?gz;M}bz;M~R436vt3=mM*?dk?f5bL0d`7Zc+
z(I1?vf*HMJ_6uj1B0FONeCfPRtbb6yGlBnC(k%Z@91`#Q-R$2+P7I4S*GaF<lMb?~
z%#OEr`4FYAd|r#yjsa3P2gMhy%*l<aSJYCR>KuG{t&9{pocl+MFuO@H+kxqalD>Ep
zFUq#S4%A25Bqs|@w1{u(MO~EQ;u7NPQN<pSVCAO{csdb4_w_<9bwTZ=LL=L?ds`-`
zPPQjWhx!h~unkw^gM6Y%eoa1gY>z|}r*0t@rZzB9w^=^xgWI+edG_w5IZ7RY#{6$y
z)8zP5$yURR0cuC18-SkYFAIa_<@)gK#T#BtS5@Plkk>v~c|sAnIV{Q{>%aIQ9_}YT
zZo`a#YQ|vQHI%VQ)7QAwtc|PhTLW!zXzR0?2LaSeqNFi#E;_YRPK?+BOTeVFn6k1&
za(FDAiT7Lc(1Fk#XwQC=R~L9W%KzGS6^KHzI{xqYrj1wixNWpJ7=p-6TEO=<Q^yps
zrQ9=&;1+^NujnwjLr!l)nSmHIv6RY0E%o_cpP~l#U1+171a)}Drg12laF(-mnqMpj
z(Ig!#yS$T$AuYWa)*2x5Lmv1+LL+ESjoRo{YOpKrVOEDdv1W%FF~2cf0x30>zTT-(
zcg20)#LnssmV5FcGA(Tc>A29sMn|7gpuxJ}z1evo+X<DEU*+Ue)^4Y}A?-^1Al{hK
zk3dsXq<Z+1a#Rn8)Gq`Ev}Ek@<>t_174NFvGxsmRJZQj5iA4nsxf`-qwa2N~V&!ka
z2@&vYZQoOu(xyfoh=m3MspPh}>-vPHfz}mN7A6w)RM_T_dJ}{R@fdvlO(~T0uOfWz
zW|+!H6cgf9iDoec-q~sH`N48ESVriD>HiZ`6y^z9*CqHBM5u@o0c^HRgdm5SND|o)
z=*57%3Vtdw^MThl`lbmS@#|ELSF%wf_BUh?QT)2!##b~QqdBiiO0-aA|8BLq3Qz+&
zS)uIg!eP(UDg@v4by!IOv4CojJp7B?wR`YL8|jVkN@aqr1y^Yp{w0=!xvKHB+;J^v
z12uUSJ1PhJIofMD64)X~L^XAC-rr*RLN?z0X>KZt>_%y!)tNzy{#`(&d<J=5MdkX{
z3-=(33;T%9YHmUT+j3pQz7Q`+|F)&7Aw9_l8NVh>b!AvD2KXe8MO*f9nsP|973Nh>
zNwS!UIBS+x!FdaQ(M_?JrSIRcDY0l+Q(v=}|HAFQFQ*!+CPlPCjD!U9B;6wGcw9S#
zMSBSu%fp&==X26tuTZH~#i+dTN+MQ!t{C!dx!t6PrL5ubHk44I+#)FF4F}Cij{y7g
zv!Z8^r96+3SRru)46WDJ?Ymr5Ij1CicsmUCMYmJ&$`UI;FKxGOTRQuUi_{VQbmTt}
z9;3{GlPD3BX@&b_Zr(G0p0l3bRys?bax(1r$aZB4fkFeZQF3@J_LhPe@QVqV|7nY^
zy3G)M?!TMG|NbHVBsZ*e^S|)V)-%`!SWJyX=BC3Ngc(6YgsP<qs=<ZDZzB!(AXF%@
zR(cvFg)Wt>SpG0K2vO?x6tpZBI#sU9=0jvr%HU5Z;+7$vco52;EjvWPg@Pvd5~Hb4
zFAP4P6#9c{SUU`$ZGBEquRr)}xz^|sWKDAY-XAnz#<`^H{>T76#bSqDBgF#0h)IG3
z_e=!4Ux%ERS4+mGehv&3b|!e27U~XAqBs%b!#YuukOooY1Y(=t2S@AafwA8bE>Xj6
zcQ7X=Oi{r*9hq?Jx)Wb{i)T+_ic7Zf0IF@qm<w7XG>^B^of9-JTx`VeUa5i;_(EK}
zzZ|(+Bs4b^B1%zo^+;U=H|k$JXIV=v@@B3$)@?pXoG-ct3;8s@_>=eDr2;po5FBC`
z(ULqy+be9V=}+wxuQNjElEOmvH=x6XvdD6PHAp)QSOwhgWU+L-aBcyNE`}(7^MY~U
zILO)6SBN00N>2_RtjP%HNn7}{R38$;=4!xqU@eZ;@8C{2I2p-8sZ7}45bE1az@mkl
zF6q(u%M;8aly(EWY;BB(=ijkcAisZ^t?|G7pc|Kq)9W<H59snfO1Xp~3Pz$JG299y
z5LqpbL4VB{pyE{fP=IMg02Ah&rcMyuQZB|iMr22*c}@=L0xTpP(A2Y<eiCCbp`<sQ
zQ#XH)zN&%2kBNY4UGW!E4AJCsig6h3t{8(;(YR=(e<T?3Y3d%x|HG8a)AJx@dYh|u
ztJx@|ADSO<TVd31sncJx;*VurjEsAaHdoHn$qtL4cytdTo|b@P$!uM9>JVgIp3KI;
z<R5pQIqNN?58*!q+GjZ~AqoTje4KXs?bxr5S>Gfq#2G;_jDtx@+3WO(o)DXkjyPZ2
zB696-*cJ%99cbb@(~U^N#1t%~yWj4~akY_Jy^u6^ytp#QZIh-!M^ytGiYw<}(e*cm
z^xg@q_4V}tsj%m1@0b*OjaL0gMRunj?>2E}Hav{3X5kM={kr|oG1xC!*7TlT!gNy@
zG?vR3J%YcHDk`6FGm)^59QgFZYk&>#%qIOf=tOO_gBv88O(%D{2>TJ@5p@x_5qp~X
zTpwD=Me+7^yFe4$STC}Gx4k}gtw(R=r@;SjR`0?PB@=Nct1D3pdo6L0B!%W8LF*cB
zlm!p4CH$NTE077rW!oZp2<lWHvhk1RuMpIYT1?sE$E}CQM|fifoT&&hvW)C5Kop85
z!T`Cz4kodv1Rf=UHf)NQr=Ng2=aDm#pfOsItXUg#5E>$|L!KcfJsY@&RhDWM9dVju
zYCGSNpg#hTuKIC}kP&dS7tSD{EM3<tgnaChrptsN6-b2iVFaDF5poWkX9P96;A2TQ
zLi%q%>mEPkPw)@3pWaZPDLM<4B%77GspSf@oY2sn%A~)a1dXrn(~9wXH=hkssy53;
zD%Z#_c_{^}rA&!6c2~hj(;5wmMG8fxNK@-H41_7fa~a0>h#AOpG>RvPu}k~{JcLea
zmsko^7kd@qga()de18~q9)CrgoqczHEN}hkdp|o_Q(^HmNeqB=hy2s1l>Yt=%Q~JT
zSaS<`$aFaRd~DOmDm9TDJkMNsO4J(;I38Cg(tYQ)ih-_4W-AZr30PBvK;#c~xhnBc
zpq?|C*S|FC4vO_II6B1e$Bq1sGVMT08maUkG2p6StT0$YUWW&t*S_1wajhNJh})4K
zoW6`uNG^9*VZeKHUC;sT-4D7+A_DiR3vEW{Xx93(>lvkeU+P-9eOHK}Z-c8WGuWy0
zdacyR=7yplgkKl`Z)fcl)=X39`}s4lPu<P;`Tk=y<c03%@WQ6wA}}@Vk@uRQ?+RX?
zDxM=L%;>j2iGLTuQFyl#@nfu)xc+8+Mkbc51R$F!CafjAo&+$^EQbC7Gf8-B8I1RU
z)&62o6_gNNIm#o>X@6ca9)w}JZ`5d*c{WI!V#fTDWCg4AvgCz$g%Brlgqf&|i_ei5
zLVHG#D8JS5O`5j^dQ$;gT%!JWuM4`J(GG*LPw0wDbU{Ra_~>vRlUM_EnDbjQFQ>{6
z?$w{@?YZ2ot`3&$NBBD`0lzaTGGP(g1?zj+xsBAw;=f!)Vmpa<B`2<pqSSB)kZ3e+
z-3n7Fqm=)2bpQ)}0fB1&FwQx_be;Z?B_xsjyz(m7GoQr)!-Hxavw|PA!R8u^P^Zw|
zBeeLjLDIZ+!-jepM!~Z8yU>4KDu5d*63JSSlNDE#NC->wDwbyn3WIx4_8lc9hX<Zc
ze;DkWMQhcACxI%PE?4U5JXxq^*!b+ZOnaD{a^>ZDYy)CfusSvblb^o(gnrItcy?q^
z9TRTqYgQLdP|mgt_ilXhu=^Mf=U1*A9$9l(3!eO=B>%hN9Zq2B8q4X}5VN4bYpI?`
z!{Y-7UUgv0+X@wnn{V^Y4RRc6?^oVziAgo3bwvMI{G$f=qT2cTkHl0uG*}4ifbC*w
zUN2;RKue{+x6xCS^j<+Xsmm#7_9!+MLPgojXh9?i&H?DdOWJqli^~8)Q_zW~m(l(s
zBP&<yzL^3PoKakre!Pq-22y<(%O9P~k*uqw%y`tEr&m3kFbHoh?#$O(tFCath%XLh
zAA1xRv{SqX0la2M7`|&QMui9+-{vJv6WL`Cs``O{lCGlxEcb$Z@HC^)Ww2h<oH#Dw
z=voW|dgcx9;L7mP0x9H-U+>l)g_+FRyNXx8X2y)dIL>-LzQ8GXe(;s+nN_+fyYWMV
zFg7A3f^f3m_LBA47B5Q>pE7#p@R*e1;5Qw2H>lSveS<cBVs2}F9)kG2BT7EKQKxpl
zQt&ftMFgw1xvQoRggoxgF49i{s2-!#@1Y>s=;?lkxuvgTWF8=d9$*yEW}y8_dKH|b
z&`Ze2-5xP32*-}Q>DgE~{@;YA;G_+NvZ_e~wh?*nKf^9OFX`5`>lk_YR0AbIY|X9X
zMAkez5IkX`rRXUxlh4j-MXv%Ok>cH+J*Q!>FXR$C-9~j#27QO@nRI3A3x!zhOl}~s
z>|E&;sA(Hdv@cocoKC=NrzAFCj_0eDqv|BP8lRN~aKiP<f*kY@6ly;2c^G||(dA0V
z$fW8Qizqp`q(b!G-Szy~$%kT%-njtKhjj*j1T8;yV-C8bWsoKwhAII$U%H=h(bHZ9
zp34P})-qhSOZm3s&OA}{t8|vsm>tJ`a}D_%za;k{O&3UrJ;G@N7NL^XSs~qLS6a8G
z@^+^MO%q=j(&qWogX;JgPh(x|8%6Kh2LHCbKZ<Q|eEx=9i_jqhyIZ}BWcGUP7|5$?
zE6FSZvD5P6U=t+B0w$M1AI5BX$H0#DZyhJ^5Z7Qq*k*vWS)6|#CD!~F9(0TLiy@)E
z+XHqgWyr95nFJuMe`M@{qQL`}64C7XoGQB|Yjs(4<!0Z3y+@G65eSqrQpwq)*rP1r
zgDLoD(s_eZY}P;6f*7h51l{%%Uv9ObW&t}RpAR-BW%M>*dcM9t#XR&2p8vfxCm4q;
z=tlhmBR|?g=1jLoyZc1q!4@xk`u%{mea8UAfgRz?vNkX{xmnlyBzDJay<Pp&w!MUV
z1|LFAq>GtJJ=yiS?(fyg#PR?0%Ye<LER(!Jz_NDCs&{BVU-wgj(L!E4A11d!J->@a
z4jZm9iBq@Nl`EBHX)5een`VLE<5j~p^B)m5H?ra*KMZB3)hhZWl=t^T%p1HF8`TUv
zuoq|Y3PGFe;o@Z@mcgA$Tv}Pg?uI2Y`BE8eyizZ^$Ia?b;h_&zUrd(7)3lKBv(&ri
z7%yl3zAAzQ1Y!gzuHJ4ZH(Ojrkr4PUN})IIleT$wTHa?jpX_-*M{XbAf8pC4T(}?P
zuF`v~KBqkibt$y4Yny1_WFI#YC9M^9e8;NXNil4cKU0$LbHVF3EFaCQcUEBib`y$b
zbNXUC!l@JmL=E)ktY4A^xgtU(*GToka8$l(VVGDpq+wLjC(cri*96e^;hAsOBusL+
zOQ(b>YL|(!-)k|RFf+0Wb6w1bDFaMc$o34^ux)Z9O~?^f6*>6s2I<;b_jM$0DEnYK
zqtCxr9WshnY5Ht$wHbd#&pD^X=p*dtOPw(gWTo~wsWr~qcjQ4p;X`d-4-%!CcwhnK
zH$LHm{BZuO=jBiTY(%ur6*P^a;xFq~#Ft*u(uJ%BKhjf8+fdl*PD474^5=HgofktF
zJq=s<QHhFyL@SymjESa}^{SaF5sQ1+(K?9OaFDs8#xG8hY?#5Gv8J#&G`ZS4R=5dB
zSoLCS<%`~?MO?_yv<TgNhB`-Z0LIxot{*(R`J+u!(KjTp$>3$$Nw-IT++&iA+YQJl
z!mg7_N~ox`_{Ap2<EHDB00Ow|Yl)cyX^G-Hc^Xi1a*TRjlS>AvG|yQb_V&6}`7b|8
z$V1Fgr?d<d(q!-)@v~CFo#d)89Xe+I3Me(Hr1V-Zzihq?OZ>IuYxA<@b6W@1|FIhA
zDVw7`zc8mZYx~fkJqWw#S7V+W!*OIhLlhmJ*p@S=(xS=D<jqTm(wka+=F~2ta04*1
zc>Zd*)e!-tz<C8#B>VCgnISk?#i_x2_QJMT=qDWFk3<lEIT&ZXyBA_iECuPtn;<UB
z?q=@&28ekfUt6Q@#w(s8A446)8xd{iwM&l1>`h6CQD(~wrKW(%_YbWPO9_<IDpkl6
zdOfZ+hMlK`*q2!%iVe{)b>n1Et8`uY8lnV3pRDfw4iSLkg2&Xcj68rgtq@s@iZ`6J
zRUEXPQDovSSubyyz0@7fc$+_};bZtLl@oM^v`85Pl_z@imB3{o&zFqkS=rmX<}%oc
zzp57}`b&&r?`r+tXR2*34*L{|Xi##!vhVOurn+^t5xNj*Pb+bT=qpyS2-JElots0}
zl`l`L8F0I%OGnN*dovA-CC{pFS+ie|CPrOKl%$HKS~4t!P=EWR1l>C7PYgGZP5==;
zFazy6O3xcuUB^J}v%lfi`MlfI-wzuNeEf#*;A}{1*9MjPGkmY|8jh+3b~z>S9;__r
zpK>2y;5k$pI2M)c*~_K~*(j~@4VpriAf8@;MmcCFhKjRy9TfcHkozo0Q%fK7Ta1pE
zT23p5_;{4NcL|1orutt`VTcmp2U@)bo#AB=PVO+*7uc0?mWXWE>?oqEx^9XWKM_<_
zf`=ESB#0Ou!iW{Jx?p(TCF!<Z1`V<lOY%gqjY8Q*#71k2x(L7J=}V^D!faX<SdG9y
z8c;-S{~FYpk|eu`n^%b6;I=7XW3E?bBEAv6safq}o=gNiV^pgZu_`gJ5?+f71OhM|
zR{ku-hFm3*F&wrG3QcGtnA3xbTrhMMj4Wh^+JFSN^v(kFb*y)s3;h;$d{>9G{aAVY
z02~I~gM43Sh%)g#6piab{1m7KvJDk0>ch7WY?t3+yzwtS`}WIN83}Ni5kJK!;jQ~(
zk^MnLndm{`^4E=DqGsIzJqp`vJQ?Lbx{icJcLP2=mRGDwH-5BaF9O%B+_g|Ect&D2
zV{5C8Hs$u_Ysf7dut`whofW^bD8b`Q-tH7h?CnMO5F6s4-R&bJynD8kUaLHD@PVio
zvmAfoE`0`RwkHH&X|(;-B?1lmkZmlV3|m^6*mB2|pCrFSX~YaA2p!)puiKi3Bzxqi
zVE7lTv;>(0H$T=KIyPtIA%k(ckSC9&nix^u4Wh={mtOPUy`(y!yxfN22=Wqf#RL&i
zY-wP;5MO|SOZ=Y#75wFJc!NrD$aJouA`)W;*aMH*1Qjw@V@3%oKvJc0m%igjJTWt`
zwtZ|rEQ0hgWchJp>A8n#>NM<F_#dea5L{!RZRFGd9sN%_d0bo;0+>^en!Il?D<WBW
z<AzBuR)&ntPiuI)A|d^$#dk3p<R$dE5Sr*pG^|rrZs=u-Xwcw}8U1X0s+|#fMV+CU
zPrb$vr~~n6Rs&_B;=J4<3w8*B$Kq8nFOM&2Ie5q~fPRT>tyZ+#*Pz-gfamwd2i*Ji
z$e*__J>4FKgy*vz%xMQA>)jp{^oJ(8Sci17`hNpvQuTa2u;}B~-gAiFZ^QLAJ)RL!
z(pE1&Lc_b2odyyXR8{Oj301P%AXu2m0E$N6As_ukeddTWq0Hcg|4_8#A1jrHE0n6>
z0-^yNaSFVu^gon@NC9M8Fg;KK38=+HD&1g-(zQW|evpwrx$LfRuhy&B6T6{%j(O4b
z%2X@?De+VVJQ-%9N-9CTIx?!i@k#CtUi;Y7uPN+WsL7cYj7b5rh`E8^0=tg>q`?8x
zC?s+hj#08vZ1pu~hvPfHiHq1)FUo!jZYTxk5(A>2ugLx=4oE{Bs0<syM?Y^_<BGBH
z?^0$8v1k>qCLgu+5=0(G7V@^l<3xok^{l8yTpK0ZMkMylHY-I~+b<?|0enxfKD3zA
z>eL0qciq#|cu4^@=W7Ek^<Lw2mbew2b3JKjS%aDy_XbU|aa@0QLf)>ijuUx@$8Tu6
zzz=Coj#d7*m=pka_~YiooXk%wCC9^5z01z;C7n0v*6;6be4t=Xljxg52%T4R(bVlo
zy>X`cwhC6xSBl3sWCa?i#iaSJIct(v<89nY>46?xJMmNmNc$_eYR2?OeY9e52#3G}
z*BBqjAct`u35jkRTuXxrAcL%>CzeX7M&5AWW$+nEjS4^|T;gLFsJnyhVl}Og@ZfEl
zdZj+(%~V#HKaFn_fJaTEW$X&M0wXRxVqbDU?}}URpRIAt4e*o3$VR%(YrqW`QOxz8
zMKpkHzO~6y^B9UqYzitR&h83d03~e>Zk$C;#35a;U?R0jyh_-j4wyTJI0(-4S8{CH
zH2m6#LIJSPq*xZwf2lzdiHas)=`t^iLkz%aa4gjcqE6FQg_6!`YYwAm3+}bn;r!f*
zmA!^r)`JOC$WfxEnEHJxsqbDK%!~~x+z@yXl>$>}8+4V|h|ZGA>>STtG1Y82wpA<9
zA7tM>vs0sMNp&8)O8gm%UJW|K&3||oBCMYRp<yMgDZQ<enoQ%X4KD1vk>+N<0W+bV
z&^5-*@*Cu7S^j;byuGP&*&TCke~~}E`F8Y2s-Jr_w(s__@k_4#V4<o&O7V}(v4d`a
zGYh0!M)PzJv>3HP$!+v?SvF6fUW0P2)#0&$`Bj}T#X)zENU$NvMIZd6>w#mC#*;Qm
zl0gwThLoNn<0INJM|e;Tiq!R@qB!D!H1z~QS&4{1y;^ASG?XTIAsVP@aEih2!E#lx
zfD4RvuE43oA7SHtRU}jlHx>rnS8i;WBBOkd9!KmN$H`Mrq&Wy;IP~_R!qh`wa8j>w
zzQ7>xT4<QeIVYE0#1zeLhmdE&MC+>NMY#fETcdf6o#C<Ht~CVE_IJ(vxC2003T_4A
zbmxWuJn@nv?uGE)O7h#3R%qbyY=$A9jQL=}NE}cx0*ZzRI7p(zE-moNJmTCrA;cQD
z#;4+Y8U5yjJ2AC;m|sc14?M`RZ&|L7p8yZN`!5O4+_?F8mi`uw;g0sYNRyh)YJJbN
z!2ApajUA$v)Anj-yYZH*xx^gX<1djdV|XbS=F2X{zf#3}NyxS^xCoAp_l){v+KpsN
z={>|-tRg5@Jb5T`)Q4!tGsX`-lEI4c0#mG%=NnO@IpP^mmMAg^I4q6rPX_q>kMQBd
zCB$|xDew&C-tlQ_x^X@R1l?KJL$Gkl*_KJqX0*t!R%4g^W*%nwryiVNiaRt`hGkN^
z59uo&+^f*6{@Ip@Eq^X{FB7J^3^MxvgQEOy)cvNK*-m?AmA8wGFpR)`Ee)x<X<_d0
z?rswHOz}SS1Ci_*S!))5wJCBVFDv}9fFB29qR`O!LW+URp53+)mw{Uk5+0hx!2h5!
zpnbG?l@-jsfb#WAcJX?betOy>VL;}>hOA4;{|=Lyv3awV@F5lgyJVI9IV#(&aLA=$
z9PD+$>M4G6a()F}LDQt?<bg1SMaZT{0<#haf}lml&)={>{I-tqfiwXustLLkv&Vus
zSb{|YLjubb27$A83bFgO2fP*{FuU6MKe$a;pApKn7y~-s8D{Mtc*)cGIC)tbbo*>z
zm2$RaEw=mC0YqUf5C;KqkQ2xh;=hBsfKui3v@bd@{a@T>SG=xaZqfc1q6~o<b0d0_
zzlY{m^1C9t`vfOyz6Ebex6Azb?xzk>Lq<gC0woQ5jL*Km@0e5i2ef<#Op~#MAAYV+
z@;5cG^H*x}BkK>=cw35dP;42s<s_-qud;9*TW4f$f^trh@Ac|^oO)*{8jya8hg;TR
zCwUHhn7MTlme7Zy3f#&WLda#}z?ygX2|OymvNe{UoF_MsGFv*lg#XxOQEYa<{PZ|b
z9v2sQct-a6xK3~F7_{wt9U9E(oHUF-R;^nuGqh+I-RraA+KI$3L05#|a7NOZnNZ@Y
zghWWTH0|UspUJ+7#o($rNbk_o^GQDW@co|7Xi%HR;?`|wSZzkj#8mi&pSlX(>O|2%
z{_VuPsMP9gLy<(k@5S}e=Khb8tQR>=e1&#7(9WTgyxio~HF#@aDt&VnVL`fLHSXSf
zVFu>zZ5`#ucg*q<?DLWcrlhTiG!cbJO+k<wphFOMGw~4%>OxGDS-{De*;V7)0BJ^=
zpha1^BkfRN7JVqh)nF5S+Z8a(tB*4YyamL6kOkgqLb`~duF)&``F$_^)~;9Fh>qLe
z8WuD4JdaD|_j*1r8aiK{T70&pE2%EtR$Kktn0=6OJqB6vseZ1ksk-^Jnn?;^P1C&U
z7>)DB3cNPy`lu(m4mz1DeJgG`U9OZHSYEHJ=2ywi{{0;%sxP}49t+j;`)qi`^Xg`&
zxXzb3jY5#`wRL{(-n{0fWQp~vRK3H*;G%We{pM%*rU}Ge#wH8%7|NoADCnm(eHuT&
zmW8TM5_L=@ct~Mi>oBJw8}1S@S)jW#pOCpD#{%<4EKYv;Y|zz-L^!w%XZWU<^`@#I
zA4OJMQ*Y*<Vc8<@Z8#J+2MM*6mkU83a`AD%<142SJ}_bMO2*c|yQ@i(6`pQ^SVD;m
zq++G$jJj`d1_;ec6($02(!iYY`{`%o$Hn8QUlF^K)PCJpU%t1ch0bZapRYQ%bbcza
zAF(vjRPFnQfa`XH;u`S`ERw{ko9Ec|n4CV$Awsm2`Sz}b4MHfUZ~9FjeV$<!aduu|
z#ZES<Olhc|VP2q&YYo!eL@z!v`bh9zV%@D_^jy)jJii{uoz1@f{!!sNcS6__cUvdN
zM)Q1Eb;dSJPe4IIId5?xhc#Dv;nDc$>Y>cbGuJ+t?c9}AQCB-<W!vm7rub7%O+E%o
z(`~A~*M|T@9-@er6>C35l5!x8F5Z@X*1Lp+d;XZMiLXN<cx$=5EZbDAIs;?L>`1mN
z5t2TIku&F8QR?!8jc6kY%IHtHfVS(dXL?tbo=+_ZCZ@~JZS{T^CI+(KOhw}(NVa9z
z&_SLCn}7l8Uu?>E9Z4%2{0h+H1%qt;<vjb}hf|MB0CF!G1USr1b>asHz$`B^yQN1D
zkepZn19-V1rc9cV?&mq7`O@OX#}VvH{$V4OG`SfHn=j70ETNpq#76f>6HZ%Mu(3n=
zgo5ZIW%~ttE4#qzQ*QPcvx<q<;lK{1MT5wt{ZR@u?SWepVn9&$R_!1mIzH4UDvNFE
z^*Qkk&v>=y2mfp7!J@!*)6dVZ$nRl#b~USCn14R4h6!lB^mTHe{hr)FO?EW?tl_{0
zFt$4_;oK!NV{P$iUBuPc+ZK+5(<Mo|LX-Vi{!Qvqm``{i%u;~tmCZd+36U~$N>jf~
zg2qp5*zqHUhp$=6n`|CJbP=|9EBu4su7&o|^LIC%mqqwy(VaLnIil6QLp7XOl1c0I
zyN!K%?elwy|HnF)F+X(Ja`@Lop+T4MCHFGwuz9m;`=#R{oC@k3j2*$WB}ecL&{}IS
z-1}n!Q*ZtOCvKOy3^pBq=U{B>7U)3)&@U2mzXUTcWwK9D3|i0SK)vFI_*ILQMR|C6
zmdPB$k7~;l8zS~<+7MFa6zzypj{$)bJ2Kz(!(^ynF?f0A$qHwca~Z+XDYy7QVq{`K
zQRmwq^!obVZaH$W7W?a47G(^Q^0kRnGsqHrf~=|MRhT8)=6|its)AMKPy&v8CT_{n
z9Ss&KY|gcrfgPYbc3YKv{`ld`PqWrB81(kCQI7VFf~>b{NAgla@WCBSed~Q>o@ZM!
z)MGHSTSu_avK4t=^Bcb+*m|V&tp{1S!OBrxXY;5>-8+DJ8!leQg{cq$-ENB7*ZZA*
zM|z(elQzhoz^R?%Yfv1-=RG*li~8e>FZidxk>4g6QTuzu=S%n1>n7i`E}EiwquCki
zBg|O=HF>RNt3R>D8H2Dmk(0V`)+7WoZ&g?uk4b~@n!KAWsLS0Jpb$ER(F8%8TkX7Z
z3<w;?laWoG+9#NY#vTkVQ7BCBzt4aehbF~<U1K>*q0c<HWXL~zs^lFlcPlo;ixoZs
z(uW#h;SnUFCeDqQ_L?$+JRqRJ=JPF6M9%VvcjUzMVI+7Yp+*=_Bp{BT(p*QL7-imF
zYT2hTTnS)icooV+=$S9Kx3HyG$?31wjelT#x3>-&^Unb@R?8>6Ci){?z&xMtKoK*t
z5iZZfM0CMRQx#?D5%$DxDhbjX99Wa$9~anlW=pn_#5Ts1qBTCJPM-~@99{q2mhkM!
zJ0Lr{rYhn=t6;rrl?!B|?`Kh`u?EaQ+TYb7%xC$`OfN*pP>`tS+V6e~@8{&4>~_S(
z&w281?1l6;gP^qVA0=FgGy72iA5gF18b8OJ^A$EgsQ(YgW&I_i)yB2J@aN-Kfd{+K
zk903xe)l5)kryM*%UIaP<Bs0?yV7-c>W5iH#@ka8(QD<R@0CwZ+WVxsD{D5=x=w;h
zZcUuMy}bgTO1hA~Hc)OH<*k2ruVMx%qK_c`<r%0pMi>j;OLK>j`$UX_Zl;OMF8VEB
zA;{M^qK}dT`bNMNaNJFKyi!hd#!NTzXW;;C_+@)V%H#oFvj&&BQU(P(k;wdkyU+az
zb>^3CZ5Oq%v_k+U2Al}W7=)=kjPJhWIg0`uH1t00?StAfXj-xU6K!<ZP9Fwk&hE-e
zVHpKD#56g*n3u>G{8i#vCdIEQpw<k{(y>1Y)12&dQP6L9tNH1x;DZdNPVxW6AtD?I
z#K%45(#(T>?AEpA4g?vuw6IET^O6<w&dBA)K5t7OXVOe>9LsPpm_qqGU75LV5#afK
zSp41Gk&0n4%{Fv}PJ5v)jI?>brv=^Os}y(V_GL3Ww_+^Cijb~?I+nql#rqM!H}2wW
zpbGk&<xeDO4czXN0LsdIKW={xetKpW@qe5k`@S|@GFPu3q-x2341*JS{<Pn*Df)b>
z{@7}wbSlwUZl=g;{LJBNq#P|hXYd?06fBC9NO3+kz``(sW(Ss#^%Co&U~BLqc!kU9
z$9gIBS7rOqKW6v(I0rcdi-b9kRctQ{sKh~M_f&;76FR)g-zX@azAi<=VdZvJ#MU?o
zK748ON*;@MLb?@O;v%(`y5A%<OEk)YM*9L5kV{6c9;yp(cykOB(XvtJ<&S>@>KIN&
zUMBxT=20`eKY_Gt1SUFhT{<xdmf%Us3mCMgG*VhA0c8XWj_myCucHTp0+EQaTzryd
z#(@_(R#+!KUO-0fs)RL+1|t&lN7G^r(sd{eHac-_#gI{ZP!*qEvDH=w1zq_iY!iJE
zGPjG{xk*MC6*_ea_w0|}Kp#xOGLHi%V(?e^T|&c($d=_(I#2Ju3G!hQOLa#~?!j@s
zR8DKOb4*9uvoG-ejs&I>V_IHs0cfj!&DNV~_2J(Pfv3*FADaEs+ngzrmE7Eh#7PAD
zH}w<U9!O<a_IKC33ZsyONWY!Y(1wz?y9B#!dELx4QyNb#s}~hjXRDbs{#iovA%XW<
zfm*2L&(!z#O*FZ-nCdqsx!7Rz%TM1sWT#HQRtjxCS(NyYJq<~_)+>VUh97$ikPSHt
z`Q++lGNTR4U_q)FMTvwkLBn9+zQUp<s={gY*@5;uDg5v6Q$jy5N2FHRb$3#f#~$a=
zB?}uv5)Plj+iJmO7eZW;2jNfV((N536t<500!P6ggqW_L?jcBf_|iLdiqv94w-TrX
z<;=x=prmk26zn~wmiWSdNse@&SV_S`B*u#(@e&qcs-oZ!If)$GCvP#yg^Bd^+9(vE
zN(AseHVZUs?N^VJI`XI<kj>6P&JH;XLN@ckq1+_P6v(#?NH1-q5mOf3y?OPy7*yJs
zE^m{#_(!owVpJ}$U^DRk0rOg;@!?gA8QIQC7-!zq{lt%lO}I7_!G7oA&&D`!Fm4TK
zLI?TXj@eYYvV-gs#~0;JGXS<2O#Lv{y$m)zracoAN`*~vVtm|hiRJATy6B&?+U-FZ
zopxp#qK`XC3Qs`N+=rSt?tZY5!~OIGXy3EKnM{rB3Wr+p_1MX8>Wygn@p=cJF3<mH
zM&#r8D!kM9mLB)E@At5BfR+$M2&Shl>p)<Y?9To<3bI4rBLd|~DFdVN$1Um2q|gWl
zPswQb;(T{t0*1b?=IcYhO#cHnK`$;xI+2@l#5j$;GoX&(z?pq>dW=TT3NLz`iz=Q;
zKz|eZ*7wnx_TDAx?}NJ_A9eZ-FJd#MM|Y6B4EpZWwTNH}r;L?mgn3THYm)eil3W%3
z%IxqJcVP|l%Iq1~zl6i4P?3fnC1G#hC_c=cbFR!lXx04;hniOH^Tg4C`y}ho?{^5k
z!_&cgJ-w-e9~>o9x+7|_6F;_sx+Rm-?oVcuo@M#<x0sw}Dk|t`Ut6@Qj#aiT(2@!f
z_qGO>E_u?Vul8yTBr*R~@GNvMV@=-@PO67@wcY2dZ+h=b=zP9^KFeMc=zToL5G{kb
z(~w>p@xf413M|q((v+R4>;$6zv4FcOYIqC`OQN3W))aK8(!<Z1#MC8O3%tc71?0iL
zjqdS?r-V&Z26bTy1EFoT#`&b~IuN<mk=5tmBTbxkU$fF6O%#*V=Nw{XRWk-?BICyb
z5$tGyzlou4tW>rU1MvG!qK-7@5o8_q)HQ}7O;`mvRuRJkb;eno-9lYL`c5$VhPG8#
zh{@hSLKPI4wEiE^{FiXd^b%n4@i~R>yxZki`2yac92wNL^Dlhd`Xr%YCk1_Yzr!V+
z5p+v$yntu-50%^Lab#xK{vNyUd0omA`P1c5_r3K#??l20MdR;{)KOg7pY#P@t(4H=
z-{|{Rl^ih1dpo9W*X}~A^NRfOcD2BhBJIKcVt5hT`LSkWR~6IymwsH3tDF!ekEiR;
z_-&~wmO=aVYabS(tZjLIA;^?QQp$*DKXVKwv2Kgs!=ZKct<8-2(&b}AZee_a=@&Y*
zZHK1S2Gbd$xOy4~(%nDpq$AIUL0u)Amk(hJ%e`LxXgs(|dYZrq@iNpLCNO*Y3#WV@
zkgz2!fj4d1^2P*Kz5Wx;ayu#Dce+r?Rq1;Y;P!6(1gv`fyyM`<pX|JO^AVsH&ur$&
z@i=OXXzLY=_pK5|-d5?)gQi5wv<pSti{Lmj?=6rS&OXXy!QB*J7pq#z$U+>bgXC|G
zF|3_8fo*^&OEjmCAI>sP6B^AIRRpcXO3K4@ie&L7%4f3PyNzK?DpOrk8f!c+ma?s(
zTn_NET%b$Q=VkIcVLuK*UeP^VBrgmUuqz8QuNsHPEh~&iJ&rjj^0e28jFLpR)utS)
zA#hPP^=s=1OUZ(l+_=WTZhCyva_Of){*l<VNc0uAPG3bj!WMS^34;em4UKdr(<<(D
zq}!uGaZ3J~DKh9=x0}^&dSY4Ww?9F3{yWKE-*ICs{Z_CiCHO6k^TMSYWE^Cq7=$dw
zuYr#wb-=b?%gev`Po01BpQqpbo;VpDqKeUR!Vs(XCYoB8<Qt{xEi;5NCAeHza3lKt
zZg7T^9c>!QcNS%?c>qS0hH@O%{oVc*d}eY?k39Ra^LOMd<;>b5O?`_vOu`LfYjhA3
z6C9@ziXkL|(GIy<<Cn5iFYMsOnt2*;L%(O!GoRoD@a4w@UXnIHKKL3Jo7t-Ik_u3E
z8EB8q>|ziHrN&}3qE{4~pcn}4WDvG&Vbj~jo|YzqDj--6n4%TQA#d{ydKsFnj=U)1
zxKvq}w+GJon$*5Kbm!wIyKy3`u%%Cp(y{un?%ZAQE_=UP+(mK-vy|%zfemO2+M#5k
z{2h&t0Eic4yQ|B^E1`Z6jyI9i2_3zzhRQkF>mnTH#+GoHAWYk4NJM_=qNHRSlPD4>
z57UnYK6izGi)HKNk~>^CzjoXwCH(C#YI5fW<xD`VHh{)qRuVjE$&RbL|LzFA%WMG`
zxn1HZY*7@~;0zeU>`;;l@2e-tjvtoJzql<Pl3=#Zcl-9WqvR2l>iHkSwNzkTK}c(3
zX&Wl$J+(00bzsRAGGeMxiDY9@xLM*GHN^9CN*3&EZ!J)y#4~0!kr8BpEfsJWdIMLT
zM+^WU_5;c!#OP5G3zzV7Qh1YDbnU3epbTVp&CPLi(S8?cQE4$8AyOHpU6Pj%*^5ZO
zo70rb)9Vf27GKoV=I^<1O=~3C=QrH)GTA8-S*}&fgFa+u2&`+iB$r<?<)p>&dVV5z
zT6$%x^N88p$;Li@hASc|G4@8Q!=2Pd$1YI9$bhp5qpbVF3a3nh=}J~&rM_`hBJXB)
zR+esY8yNXtL+n1}sFzo@tSOeOSf6TjL?P0$+{WGr4QCF3m6d)+6vz23BW1oc@KYM;
z8VSF#%YG-X97tpnL9==m>g0nBxgg4`_1&RF=j2vzRjiW$%(|QO0w}}TYozlaV<9V1
zkqTR=dg~W|i=G(fA|6_4{2J4y0^&C)2q@NrD809xOuG&X&>OnPj@NObPKLipLJT=_
z1w`z>dV3>OxU=(2<}-gOrz`TDARlNcK>3`7u0>$&k}HL#=(BA<77y>u%e%j0o*NhJ
z)$kTujhL4d)m#kHN{ks7u~<mR?pqe<i&>%$Ggo4j-jViG*C)jcpUE_cwo=(u6>f#Q
z{KHjZRy7DJqcMyZg`-yn+c?$_$s6N2_(iMX;2aC5XRy!UrUTTxt<lqr{ZRXzk87eS
zgtzPO<?2JVC}_o!|FWlLK4SBsZ{7ilWO&0{*yf4|hoU}XrUWrbxq;hXAT<L#BDYb-
z8$x@1Q5z5sK!~d4C8t{$^6a~vZ8*<%0HXvyIl<6>42!?V`{SaUITf>-uG1z$x+RAx
zfy!oF(DSx&8}Kr9e(e41yskfY@vSuAk#%Fm>RqxQl+vLK%E+_&HjQ1Y?B;FFXm)Qd
zT<5OroqM)eV}3#j)}AO#(T#1!s!kVh5*(Q_61QsQv9*?gdc^*VJFftfa}L)zibJFo
z602<tBM3p5dGU{ME%rex23-vBg|>`vsM#^Q%zgZpghhM^%)RMKL(b!H562vQ@Pj^_
zttDt+l0c8yE<toLK*8qA3?1)GFBw93-yR0A;r!j_P||=69Jp0hvqyXn#Z4~IWWGMt
zP6%MP8$6%i`nHZmusVh)!>tQ;43^rJ5ycE%q-f+F6cG&nq(&Pnp?sKgt1G?ejGs!g
zAK&V4#B<Hr-*g*??nJ1NCWH^pQgjG&D@N2x*!G?WpQqhzSW~p^erNcTFryzb$Yjz*
zWF6UcCgt9rHwhc<!2{(R40niuv4fez@Pm3H9EK?ctr+CpHgicmM>`pa{D9=Eu6i(8
zJWe#D_V7wyEKnj!g^TANZGvpzhIn1dZyj_#^<cj?LvkDj#W`-Q&6x-l04jgXA>{$+
zhPa2IxmCi>B#{txE$z$l7fYGgA*~wv+>LnNujXI#n0erCDsonyqSp_9)*+3~pQGl9
z8Zdz9FLHdA0Sg++Bw@CJ>t!E@R61IdJDi}a_#!KL)qt!VjZxJ=$J8l+J$lTDM@6;!
zAXnseF$NPohYKUaD}z8Oe}GL2_?3omtQZu1DdXZiT-`+^yYFOi(si|DFx<TyeYmsP
zYD^c-)cy@F67O)iarC?KksID_uUfc^JwK*4cVcWxd^Bp>T*2=&a=_lwmZ_FcunUB?
z_1~k_4@y8B|I5+n*G~Ej)90I^^~>jJfw-sp?9@$=fadoLyKo@sAR*wfCLBuvzyN&4
z|HI?{8ja{un8Gd8$;!SZx5VChNtE?kiYErpZx_g5iGE(6mvM-Fj}V0DswrlZu?~L5
z{<Hf_ied>nylV*~AYVfnOHN-5j(x(w2)U@|Da(9oZ*9a$!8s&0d`-7H^J7{|6mgCV
zJl~Sb^(+=OY!(6qTN|iHgyH6+1Vk&cfc1LoFL5kr6gdvw8&KomWjRp5;wq-2a|hXn
z?KB(G#O3JQqkidug7qAjTmw1diHd3l`;4PH;A<uFyEj-p&C2NZR6s~0xnsW8w%s+v
z#ouq7%HHW3DuIp#ti(u_&YV1UE8c%EyN>s99o|S&S6K=(D#XhEIdcsi;^6h%e%px|
zkWg0g&7rq0XItJ?(N1d6USu_ZSgyR(EjY$%F7PHyHVqmm^{s+mulqt;pwEhnSU2nN
z2L;5;6iec?Sd46iyAbiv1^Q6ge%^BLD+&U7fzZkggpr3)Jn1P!K<=)^l)V&gUctpL
z1B?2TnEw(3J5BO&d@>a5O?>U#@M~4@+h<vRdA;-mmJ{Sqbp-t-Cn2^9s@5s8Qq8sW
zZ2BG0s|{$N(c_tP#o<sWz-B8$f|wcwOd54&23``!E70x12N+dHjjZ6xhK;d)@QWyI
zRVOoZ)HqiLlCRB-N^NV?!s7)fjpW<6Mf=M^1k}=iK|rxZVKwK?#>I;<STE^s;CJh*
zkkW>d6)+k6qCYE$z`5&#*oz5C016=N1G<VB(-K?X)lk2cfKj<7rmJtW1|0WFVVjs4
zUj<yZ-V1wlyAIsfk^u767=KuyK+e+jLJ2q-_GNxO!n=5%DKtO|k_%DO)cuT@$T->>
z^<`1>C%XEp0d8F6Y6u|0tj+aeHumxW=vpUDeXi-DLjUAkb!GvJb32&gz)l&f->C$K
zmTEvqKV<09ZLz7M5R7z774<VU*C)C5FjRy9w?XCdsx}QwTGBKFZ9n{>p44!MPFvVt
zq1whD^X80z2RZn144Yk;FJ`M_h}v%4F5x?gz53*fv=oFlHJ}pLIx)nTJ&W*2AO-fp
zmirW(yU!Q};_n$q<`nYP(~wSVGYevA!~h>nd2O0$t&_Mz<M*~*Zj>}lGchQPmqRmw
zd%Eg}jStgZRfYeLwRa4!tZUZ=D`v&6*tSt&#kOs$;)-om%nB<uDz<Igwo^Uxe&61^
z&*|OW=k(RT@+a3?Ym7PPGspcrH<I;UjQ7VG)O6psm<%6-icpUz^xW?O>Yk7^83{K8
z2Q8Yn;^vR0rEAKek<`d4u8g|Dtw4zLNNy@rxK9oBi-CW3ZsVD2d%%a-3+wHTgLM7J
z{lXN@-CCdhYzqZ~63`)<%f88<!|$2OuIZCIxUkRKREZ~Xjg5DY#=A3%@-{^!5_L(_
zyFI{4e|io6_S=H{M{?_wGdHi&HPTncU<ipxE(I0CA3!E@3_)PCg*E}V`3%QJIa*`q
z<Q1wO{bzPI@9(ox^UiBOlHF|?gC*uN&uQmFX|6ZaK|rq#HjF$o^^{U7(LQ5><C0yC
zGe;5YkFQoUf;t4}x;7TJ=qeRn?!ti=ABDEoVu1}rG1<0lf6I69oTyY$({}9m$>RL^
zJ_qI<1;n?!6IB>7H{6?iVGOzroVusA58!TQsNq2vTU_0ckcKMK?4I`p+~C|fE>0uI
zuXqHCh<)>SiP?)s9A)DX!r`zzZ~QL`aAvyat34~Jn6i@qd~?$x<ZH@oY`U;DK{i*s
zWTUZWU1*$)ZbY$rqZ<c7h}r7*pz&O3d{r9BEVbj^S|TTV{0>svv#_Drru6f&-=xW`
zhOLtVT;3-|HkCK!+%FESj=fpXye|8({dRL*P3A*+a4C@m23FzNjjq2q5BmK(q4`f4
z-){ULp9E5zW$YE{*D*~2V6tfq;(Vv|d?k7ia;iGuKn0U@<%J#-i(&onmi;<M;A{&F
z%AEzdIM_9^TW9tE5`o2_NgtjwVnU0hd!b#)Vl+Z&>vyG74l^@xC<MXL-2h-(sEZAK
zf72Rt2e*TpGn=G|d<uXeK$aQDb^B8?4En(dJh&*1Hzht#Cw5HcVLcHrz_m*7)PPv~
zpv@Be7j5?cPeSm({}v&*?dllr|0~ok{rk}TzW}x6`0i#;Dm%RYTc};R<d`A|#lNw3
zlu7M*1P<2hUW{N}>xz(G^M<;zn@n<jso&u>tI<qPQ@>V$;AH=`pazfpJW=G}Qk}9B
zwYBd3bfVmiPDv2wHQb}Wi~sPu@^{rjL9=^plrx>e5)LXvB?;BONwC9`@9RuwCUf*a
z!+}K|Hv_YG$%S`izkZGmxM0M7UD?_F*(h%JOJ*A$Cv+>pH-km^ZVPh37ojKjay~mf
zSFbb^8xH}Fb*U{osUfztyEdk-hfs3ri;_Rfse9r*hP1wmIif4KjAnu**BQO^(%*?>
zD6VZ(($JP9z+&0t$jL30?5daewPsUMjx^ZkD6_nLPim<R5xOryt=HHrOkI!9AB+=k
z7Fvmk8Tih)#rVZc;V_axWu8=P(R5c`t}Z2og8zH^Z8wx!>$ql79w=LSh_qA9on>l&
zA_E(C1d0cg=b;!rZ|eT;<{29ay~pkf-zL}@V=bBcy$JC?r2n)6wGxXMQi%BP=`ME&
zu2+#k0*dDOz+hXhci5vr*FbLcwex+esS-EC##e{5L<!v&^lXiqpxJV`6F)9%t@_x>
zem^J6op)u2SE*6`Kgh<w6!2qkWcs<E;^J>mS4U)T5I?1_)av$;h$#B2;4%-Ve~n5B
z75upIk1}v_#R}({m77NdYY5ljuM_w-J`>|K$1U-7N~U+mq&m|s4HcBv$Pi23{Cvf~
z{7hcVia098_Rfx@u;9ma_1u%`Y&`$Seu4sK;yVRrw>avGSin~0fF789;XKT2lSsm$
zbD$yLA0l`gvh(?yg<e^!B0#0jdwNP>c*$0aEU{b?Ga!oC8sJZ1f!A;h@(bGzJ2652
z#B(1!^SA<S5WzzwdG}W|=P>bA`%o|CvS&kyZsn{>!^Wk1=V`xG?o_WJ#-QiDuf_pm
z1a_@fq0BIH-!lSZEzcO9Z;KSFk9}ar2DM38qq91cX&;h{J^Ll^idl#Yb6nvsYG#PF
z!NpP!Qnd!E8}-_@=`QR?dZw&1hpcifT24I+&>oA?GSq^~wTB41H)GO&;kGm==SrCA
zZIt`)ylX)v>|2Bx{0&*fjf=+`Ycr3OrF-jdp&2bX)jWnfs1j<;)8?j6&$P{;Eg{xK
zhpe@e7tns0yA2ebk_xpv++7>{^I5W7n@j66Bi;Dnd#8Bk5Q~Nk?$au^MqFQ47dS?;
z&RBn?umwmB;5XME#NVe0c`Be<9Gpl^zvnKj_Ginz$!b`q3r^FH4V@p?!=9es+!ebj
zFK(;YL*x*7j<M22YAT)KE+lAWgxn%L+-1bKgBTy$TwIP;oYe>xV$H5tSYtK9v(Z40
z3Ji%j7vJ9#uSgWm4G=cDSj6#>4`r3xP{&A1w<08P7E5H?afH>UfKCJ@Jx@B6(eW$=
z(1zfkr?Y<hp2C^vuRBwHKqo||k#H4?h57PzZQ<7WHz9D*Nn+Oj_Ec85W&Va0VFxGS
zQ`HY;y-y!F20165bBvF=hxuJb(Ab1st~QXeTEJu)DC@3vZNgp0aLLBQoNsM5K+chm
za>nMk+BqR>>G>jn$C`kjY{5_oCTLYqS1I?rLr(dN;q$x@Poh75L`F)memYn|yN`ep
zm>`w@V$4u}087YT*<T}r?=~i$V7T+Cq3)H(2@QyzoMpB6>D-*cbXh-m30Agw#XcUL
zf8aWt-eb2_Wt%DXFTLi6HM{pm8wUqa65A_h<~QU97HBP=p|=`a;Q>uirr(Z5MM+BP
z_l*LdkL#9hjgQ5!x~)0tKIZ3WW#-fPk?aAcy_kcuxg&GZpEL=QwuFaM=}RZ~C6@UN
z)-GbZH!Ov21|cpnmM^DgV~JBeDvQqZsQuva4Quz7iHM1eAmVscM5a_n>V1mwAB+K-
z^aWb%*P6=st(=5jTl$)0*&@Z?#?(DgNOfM;CM6J>-|nfV6hO2%p#AQ8S2NZP`VUre
z|F|9(Q?eaAntyTk>&zK&S>ln;6eBf1i2bRyc6XK-CunD6Hu<|Sj^tAgrw1WoTUI>e
zlD^hAeQzX#xpV!$=OAck07W+i5^_bQIS(H%2h>_?_&!(5qIo8vv^P_63_rOwp}boU
zW{l}rzpo2@h>{P9#<Fe7p}ku{>~}(jK*=bLsRmC~n&)7~+=!^xA;N5QaU9$|RD;WD
z!dTYxTEg+tEnB^5^T(~Sko_@o*S+Fa!b|y+V;~_|5Qn>DW^6Pm(s8CTB@e%Fm1Yio
zVGt-)QJ#r++f=8-D9iG=vyObQ9w*)WNwlNhZg-mhn<w2B$7RDGGhuy5W^2{22Czmr
zV5*X7F-AL#akviByv3$ULwv+%Mk|HFXvuhT*X`|ZAX)N+Ci_}}vJTar?|Q?F%D<4z
zc;WIVn6qMR9D<)S3qFbg7-+(n>DDCqB&r_%%goB30OXGL1ujTG_lry)BEw7NeAag7
zW2mJzXjR$3PCsUSNh7U=kpS{X(1x#fd@&BXGkM>+s=z8fHTYW7n?m6iiv`g_i!cLL
zN~X+VeUk%d<D0S4?d^lMh4OQ4=N=|8b$uKPe9P)*C48D+_3I3-tHpwKk6AV1JkZc3
zf`2FvsRxC1>PtwF1LnLg4~kHu(O{r;ayR4kc^7^%9uu>;{(^iZHGeLiQ*biMUYQ<-
zj8|-aaP90GFk>Grjv|{ws`9OsLVa=Xhdqo0jasI{^%oToJZy0c=+vLI#eTW%arPbE
zY2&tx&rRTiB}C9l6()CY-Qa*81xKh7DR8e4#EXs16?N7|Wa@=PmY$rV11R?LD)pL!
zps#$#;>-qAK{o2$mxOz9#MYSBM^^L(&42rPd7rM;fWdw9_V<2nXXZl|_=ZoNg`F>Z
zzM&2vzp(ryj*TQjRR=lxF(ph{e%lDNW>%*Lii9#cH;#-2;AJyZB_Qw9Pw5g}^m|vU
zJTkKU60RE9@{{9Mw_-f%+KO6~08Nk}OJH^4<IxxwjT`OK7&wk35PR{|dbU3^X5vX{
zZgQ>bXsg#U322h2UI{h@CjUF0!B>%EIe6m(wcjI5c!83CQ^4@!=u(~|BYKOaozL;X
z)BAP;=;|EoaR}%G?6@z)kaAIhw_JymVl^qZ%=7aCX$*<TsD6ImT=kFf91-omDF$_a
z?e6LlL=Q%W=>KeC#nG%sNeX5xj1^0~%wBd75;}ueq7OAhx)c|D@u`F$qDjmQ!mDu(
z8+RIB!X)*vyGsz89F-f<@mo!qcz6kZJWRKU{vou4^@<1_k3JBq-r}Jp4diZMeh;bc
zu1_CEgVl$vi!p*EP;l45Rf&n7ptQec<ov~s!(%Ums6CP)T?HBxO-dRwu;aKzFweiQ
z0W`7_aRv|N@d~{}^dXH`hH!p`2@0?(<W&m_AYmzKDPQ|-sj%Ykcw6?$zYR=Q-$%m0
zr<QALwS0()@rG8UtcTUiF?dINS=Sc+gcf}5?d5GYdjLoPt=r${sXMp+7HiO<A?!x`
z3y15}pd?N4E9&#0gjqwGKY~k-5brK9%?9e2$cM;G^fyZ_iS?hx!4Eeo70(!$mJFSc
zFMH0H=yu%B1jH_j=Q+buJ@PsU6SEN3x+|g-YIzx_oDGVFcUf|qL~2g~>WRSFC1JUr
z=thEA*|BLxP^fsjo3xByN8G-$lTh1d<$XN13ZMavvF&eXb`w5uQ~;&9@?nF1R_{r=
z;r+cO3+VJ5gk2B@>$y>X8c3E+ou}bW^V^TLuxfV7ITS;G;q;lz{Bkw6$|KX1&%(g7
z$f>xZ<@O_>8PyuK6brY@UN(dftcECsm-J{=go*+z4t@+#QArWSOtmibL>0ow?_BWA
z^Zt-5+D|bW+(kgTss68T1`*VrGHHD7UQT#C@r$%ioOcA8{(DZcmV-xx^CCD2bL`g~
zH6IsPw66KWH<DokTZEx04jlEoRHC#~Sw&K*0^I3nBPeD6dWVob_Gr6EcF^J;P?yzH
z=&;sJcuCWYk<CbPT7y;`4M)Y<6<JNqWole%<{KPCF>!Fv@hSbHW8CvRRp&tCcxjo*
znCel^Vk0w)fQm>h%ifgq7>?3->}$j6W{dzzsh3h+kV=0>Da`4f_(1d}fS_=}{v&G9
zBmg+_{;MTHqia?QVMY6Z%tuNf@8ZbxukpUI9=!1|YXyXSSuL>)d+#lYtnk*C0zi#S
zYwBx>IX^P);51>90-K3f3NpQmD^jLii65ttgzeTiEib|M^a+)u8{sJBvrB0-I2gCc
zJ~?yE=Wgs^$E`rMY~R*TOcnimTpJhyzOUW+I{V)%{N0@T7IPoKwRZ(S*UMH%L-a!q
zR~MQf9>kbwWgHx006q9{aMStJIEdj1?_)LHv$nUf{?Z)!j{Bj}OudTM*B+yP<m5By
z8^VcRJQ~d5ld}9(pXmg<`s8@GScwxEXWczk3i#J0Yo_RpI>!CsFdzwdlnswFx9yv1
z`!d~lzLO9{UPcZv!ogor=+bXom#R>b<2S^=exDU&GwE$^SX36`n^A`Gkjn>?G=Vif
zGZ0PJaePr4Lg+!5RME9zHcd$bOAF+Z@H>`OMH}u7s$Eo0O%=KwPFMgR?4f_^)Ymck
zzB#lwWsit25}XTZ#ph)rpez6Zk0@eH{1*dJmk_TpQyqKgQpBDfWJ=r_9;w(JtwBje
zB!z58b+#)o01y~7Cay*~^Qf;~X7^(1YGro%5=@uKbb*OSx!P}%2V&vID)dF$Jg4<B
z+++jSmU8pyq0B9_9<p!)$-dyk3oF`W5;<OqUkF8@x=YSE8tR;Zb=--UaDlc*u0=LW
z0UG~`INrRHYUJ}<xRZ4MoW{*kl3#PSAo5}5FEGvxUB4KvUQ>s{p#ZxH&Te@YVw9aG
z#s;Ym33&;mm}kl(uN!ec&+o<Y!)LsJrPmn{gmKV=+9)&6jOr?!09?|{Ct}B^f3P63
zz}VmGNu7%y1)f&(K}GCKo_ImtBN6P(&~-Cr9-fmY*bc8ly?<|=ubB)B*XawDQJ1Q`
zAGi~qXeaJgsIC&7G}C_U*A6J|l{aIQ9d*)Is?2A2R^?=px*Vfj(g%f6;#X38$o@u+
z@fa0OMW*P@oBbV~AwK?RyN)yo_rB545XJ9lUarz@DVd2sNw;az#^nYzEqlB1IM&Le
zS3YgXz!+QjSDUHD_=6F;*`#qND`?v#^BT=)uO*w?(mP6SK&{^{bM~njPLX}X%atgU
znWq;f-URC~9g6k$2#5nKY5nuRyOr-bP9LkoXezWjYVBY2kmLVuI3M%r?-*;?7j008
zow1WUOjcpT1n*?9$`lP5B$oI}mSuqNPW7xf{0Go0SD~8EpbbVojrcE_QaIUXMU8Q1
zb8@cya$n#15LkPXT%`Lffu4)l;`o7hPvV<au^nH^G@9pL+x<)LY>t#6Obm74^l45s
zKcMzA<pGk(KjVC-PZP*Tg!a17>g4<G=uQ^9fI`_8)(z?)LU6syodlrY?;Gm7N;)8=
z#QdA34<t~&W&zz7f(FwegmF{W@rxD+GeLdXj7`E#!YVFsMkWrmM@Y$bfTaHkh{F8e
z{G@|YDgEu-m<$5RXk#cpI8lHY!O(OY!Eg?Ae?G!6xjFUVuMx(-{KNIQ`1+WAjOdmB
zzA1M27wW6y0hBGvM*C%ROgVH;@J95!s1(f9Zo?n#aTatALltep5uv*{fL!p4j&MxE
z5gFQA7bLpQyK#j;6Nl&c0h!Cw8IjF6?aD3RLe)X&d4Gkb#1Wzc{smfTarrJN;AXic
zSthXp;s>C8wr{|jh}dj(0KK`Lk=vP&kb~;g`sDuJzRCX;^=HJxd$!rvIj>uz?7vk9
z1li3eo~QRMF<z%nFQ5rWAyHoKQ<=FM6baWYnzMN2w`W-y7)8L)-}-lk>QJ67iJJ9T
zNu6qh#8f!j#O<5V-4x1WSDlCvcOz;oGB|tbr=KXFq3|7TGUpL~Do%#p4n)ittI_vI
z9RNb+ivJKYd-0Am$L`96TGTAv+vZ0kQ`e=3d5}>pA|1v6N@gNB`v9tHhqO81RV&r?
zm1d?24bzEul|2p%>Odn_rk{Z`3$xFC2ORQCSO|glqL4mPz~fMGHtz%fx!YMw%&qSG
z^2r!O+wClc<Cf3E^2Qt2TKi?eJgV#a*;)rrsyB2L?iab2p%53>s3v~zq+26wU}BGN
zweRq{)bUwM9eG<wO#|FKs)?ih)1G?O*Ssm(LSw3h=C)7Z?7u&?kkJNL|MGHVwmis-
zN3)DG#ox;*>2Z$~l^G`y)J?@=0Hn-=BH#LMyx^rQTdn+Ij8tIv#d?CZ92W>>h+w`|
zuV!Uf*R&OS=pI+T;m{@N@|)|A$-}<Eo)8}YRK-FgpDC<JTLV^Zb-Ha!75q*)EYOh+
zC5UJmY3tB`1Ioz2n}s>>vG}nHWoiu2fD{YPcePvB4!w7l`Zz`E>>pPrTLTU6QQj}B
z2Wfgwd5*WP(i(Nr;v4zkN_5h9fLvf~N;<&G;FSK3^jtp+a#w-`8J-M99s|0|4Mx)S
zLl$ixS>zOAMg9AGFS);V6OSx6!S(>SC_P!E{|>VhVATz;MTvqVB_jMgc;1eb)Gqvn
zr93YFmFg>8u+1|M4{g=w<oRehjC?kfb$g)=5H}+_lw1@4b>#>ctOjA*EQMLIkuNVn
zo3jXie!`OBkp9YCc$iw3Ppf29D#zOIez(`Q6XVoLS091~r6>#Ugv7)l{$jMe8WbHp
z(}`6t`K<?Qrmw^z_n|yd4L14KG)6Op(_$uCxwMbWNA{$L^T^JM+Bo<o96RrG!-96y
z$g7T3K~EUYa~Fd<gr9=sk+OtX4TK45X)cV@hZ-|VXEpT1H(~Uvd56|*M8M5&PKK|*
z20t+a1WZtTpI3)2gUhvfc6+3!%>4yopX@i~n-hS-KJhm><h`eoWAO|iroEo^5YYYD
z-jMsmshpFT_syLXhw2IGKDmY+$Hhv%7Dn?N-C9@Z2xr@ps<*Go-Fhn7ytMRgk62t>
z6yLHO?GRjj*nV-$7o;zjMwFB`5fBS66SfOVt`IVM5hPj^_vEGtgS?Mk8mIWpG8U*&
zlSXm&RDp;lm}%!?K_**-rP1_W8ZqB+#oj3Ru!aPQkQnaR<lw4ii%86~vW1}crHkS^
zV`<rTmJudVap!#%<~n#_$;zvjx0<(Cn1!L0txnU$X1(7Pk$HSON-|x5{T%UgH!9C?
zO>~*pW?(zRu9T=s5Q5V>Pwwr{UA3GOsV3_n<TKCDaN^;dRZ$wT1YtEP16)JSFh*t0
ziI{y$vf?*+1>P+^_C;MO8Tyy<l!c`5l5d4RIb-`km8ykkP_bRHu$TC8u~a$ryOdFi
zo09?d^l0bF*dc=f%ule#L<0jHa-%4>X~gHn=VtZ((&zP#qLKem{8EqqGS}yO<psy(
z-+=cAzU!%#?8iz1_>RA82^VBcQIeAG;;SDbWN`yLR|*_yqY!w!AKf~i9loNDUNsTb
zF=4ote;bh3rh1@ZVqoVHUbff=NausnloW8F!c|Z=9(yWSi#^x!qG9gpOH`2prkqQZ
z$aWSzk02J`683(Glab3?V2DcQB?=axiUbSX8Tf%%OqCN*TVLnio8$ZW#kNlmCWLar
zZr@|*u+z$BbVeGBC%;ZPSL8FANvEquLXVmUsnvaPdZ7_T4`MwS35T{;2C?jIWRmj7
zB1a3XH_o3I(BC%b^}Gq@3a)n!1ta&tF-n2@x(2{5x5*GHQP_p$pD7yzk$ZtfqoONT
z%IA_^%ha#lU^*z$jp}e8yL-dU<GyH$+V|zwsq_y|rT&RnS6Awe{qx_V7&F@Ch;1(k
zXn4)BHus_*u3Ut6#g%V+1Mg=W{7w@iP>6W@MiXSh*-w)%y04`zdemPZr~gK(BoO#q
z8+FXROd-k~Uj593hR=Xnn{xiGEYi89EPT#FBCP&z;y7LYIBaNV(|2yccM3vA5*8vZ
zB79JO^`31(+i=68rM~yUl|xiMM(7F3ojI7%s!ab~RkHCi${o#gDcY{ePCUsEEwK9M
zR8?|l_#woGkll#VbX8Hh2#DZJ(my*n<YYBpmQb;%wXG5zuP8HX$SifzRn0-AB{MF$
z!A)09PM#YyAUJU>C0i7zRg}x68qf^iNmRB%3TH(gV{T?(r`A=wt-|A&JZ|%(<3RPy
z6AhC~3ga4PyI+wq%xcfr7OrZ1vQ-~PbB^VvwvZ7&YQxee3%+c(nbNi5MCx+yj=~cy
z^2IK91usmj38Z?$@#K)sPOFET?7y#d7ZtvHALMSm7y6rJ8}HwDyV<;#xeqWD>!!~!
ze*r$YRKBs^^FO@rr970=UPy#jB7pWSQW#^Nbsyu1k46H#%539uMj`$D`g*ED4#D@0
zp;b<!(G5x`cZt=T90Jh>_7kvOHn->au`LRk)cA#nU*sgu@3l^Ueh&ENY@jL@%2W%v
z&L_Dy$Q9yF(u?)G=sD!tI8sq^vB#r2zlwy^wE{v4IzdiM+&O<QO0DX%Jk20cbZqfg
z=Xk7PVOm^odB9bgBU^lKkzL)+t`P&FKLz!3CaU`sKDT^Toe)%D71t3Dc<@%${$Jo7
zSdRl~)GCU>j;q~`Kak<3A|0t8+=dzgrtw(A=ox`kdWqEYX*`x<zN&lN;Jfe+7FN)!
zjKMG7sqOfd{LDI3+s3V+_M!V|D>w9Z4Yc-o$Pz`)1w4d$Z#^Tsrimj!$I5ok#6sb*
z)Kbzz%+rfmXbv#E9dz}18KOVP_U7J=R@^eF{v<Ci9b_49U-X`gGH`*t{`+=Fu<!lX
zMJie~xa@~95!aDvBqrh-(OX}SH%*@BisZR-lyW7&(=Na@;}d?&NTFr4$Ic~w{w$n=
zCR^+3ukSatfr!VZo=d6b7!sA-G{^dcB))FWjfWwcg$l8vkRre6hxD|0<$q}kq7s3N
z@`vp@RnXqE>nkNBe#g4LaubCb7R3oiB*50@5SKL({UN%BGrUPm$OeMU>b987WN>oO
z9cly;-Ni~&q?PN}aFoT4;Fl{{^<Jd`u{hq--5rqbfMTf+3}HoscM-^&l%Cznw!ss5
ztKFcJ;I;mMjD<>vM)H#c%ZU>Auga`4HGg5ue3x*Vzm%WWxr3km{wB(7de>(<Fn3hm
zVn}t_jYs8#(S3>s-3DNri2Gfk9e0Hc26VsFm`+rJHaywZ^3@`}L9gp({+Gjq6#|sT
zy$P>fhQGD0-uF{Tf)4~tirx0MQOx+6*IfRb5sYyGSw~QLk?_4r0IeDo{dheGB(ihB
zTDJkka1ryxu+T6hjl2Og0aPArB`q4wg*=CcjxY*6EKF71g!{otO#cSfUZjJZ?M^A0
z<oSEcQim9n5`$yd)>n{`UGQq@hB07PTd}a+U%`Nzv9MnM_(L@EX=v)~v9k=%G{Yz(
z`h%0K_i}0H#dev#9sYM5s@K&EV25`!dxI|!RmWf!Ag_+Dqe?UW)w@@WL1RXJ{Ek-N
z1b=Uv$T6(jtIM05aE%Kvp8wGXb0K8@Un$7|cly;QfFq`*GW3Lg<Kxqt?-IIJUF>eR
zp!pkRU(^*~JWE5}PQ9AlKcGlG)MjD5s}kPvrWey752qdY0gZ@0?W1(Nld=2ZDmSz?
z)4z?J)@JShQ{{UzN5+T=mi$3u?jy9HLHjUo>Wln!q==hQ#KaW?oNjLfzH1hKpq1#%
z{};5PX9RjP)|Q>x-hLOP=dm+~Ne^lHp&#!1H?Q0EDz0ih5nyTeIVG_I$L7H@j`e>O
z&^|Yl6YCx?cq4b)O0H=9C#ruhoKC*Y#qAST5r4Q!{i++ue*0J(-}Zm5tyEk;%j5X>
zf}YQta??G*>(f@bD{b<%^=;oOp3htJimp~tkMnL%-uR~i0{qkD815p~p7@+RV%n@y
zrSWruWeS49F=2G{Bi!?g<g*0z;Vg$01G?0!$*^`p@IX-BI8tp)<zvu3=Sxh8Mc+ob
zl@m(X&%!N?ht3`@S7;Q=JT!i&KBnNOKuvxcWz0%4@TJP7Oo}_(^un<=^KSpgOJH;2
z9}ni2(^|W>yLnvsERRhcer&*ld4>Ni3UT13lGkSgad^t~JlYKZj}5V1CC(;)<>32<
zEWUbwk+^nr6EPIETMxeCxyrZKBR%dhyckNO(z4OXXH&s8YUWc_o1?HlB+anL4n==x
zBr1-}j?)Up9(7IVs_BeG5hy&~prIk$u9X_MG<`s%#DRGl4hefKtz67P&yPqx{00Qt
zo#utero%Y92VXPZQEQ1TzENC!5zi>-11B<Y(~mc|WR)h%18j?7?xJm4T}41Gddbgo
z%)X~^6s-56QUcG@>SSFH3k=!+hQ;iu60<wZZX$oOF9=)WI+4YWtLFNH$D}YAD!}6B
zS0bnD!q$^`F9~%!NItGMi0L@i&wq#V3tN_giaqf+K=SYc)>Eks<12i0G&<|VDfT1(
zS&EpC|4C%?1j!R&gu?Ms0u<x52@{FSNO*Hf7xEijej6CJ@z)k%z^W-s4XP$UcaE%i
z80%0>gLFNFmL&8Z2YLM98hZ4jl<yg24*y1TVI)hD(H`^9ftohlIN0P3n!iSl*!jO>
z7yB_FW5rY%8GFUU&HvQ>Aq8tsJi{aH=|u&vCa8ZrRNhwNv1(=O3ChDWc?X@PjQ#xj
z=$2zl{1pRraV5f<!l3vlpU|nX3^Uv)J%HTeW_?Td({T26VQC$xydW@J{PmROSd;*3
zU3-%&JFoxlxAueG3b0BpwS|Ze{av&;-??|~R%NsP%QBmIwHVF{#+G}mOc#?%AfZm_
z9(xRPBVFT?5w@c9e2W-fnxXfJ69PzHmBV*OTcG;Qu*ozAZLvW}HkL1UT`-2HE9a4a
z=C2zkh}XksvK;3!+!D_)qk!1CoQ{X>;ltx;TmeJ`aZNw9<AVMJN4UgooK$jOUEuL5
zFmfRJw%P(}=?q7{(MNyS^W-oAGeS&V&oeeS)&FToNX%E;iI#{@i;vd~PhI7dgUh1Y
z6Jj2Mpm{$EE^5Y{Nv+&y=Bn3cn?Tu1U&az*(QBi&7wzHP=~7L|IB@;7jx*ktZ01EK
z)gjhsdH0V?Xzbt~X_lYh_v1(6Gvm_H8v!$_ww}m|Mx~HL1kRszYGMchoxY|`#qutO
z#rNFI7#J3w9j<@u@jh86@v+i)e#mNnlK`sBIJo@c1ZP1Mg&Gp&*@WZIX~=qn!gum4
zAojeHr-Ai^glL<<{H?bhBefJ7d$20?@fgzNXx8F2ZzqazaU+RWg6Wfa@u}kosoWIL
z_9$;W6=u$T<9$@*bCG!^*?Kb{59rNDRXBAUAD!x@pH0}U6`-4$^1K)4pyuYB5IH+V
z#2ENs%UZL;bu3!M{&y2JXX253M0jWzCU_P<16bU+ZqPiRtx++88HkvOL|%*sI-?Hv
z6a?rVDX|JOB~Pu<O2R6&;5*1jimC)@1wvQQ46W*){?IURkWwH<oF%3+zm**^S3_y}
zQNc}HYglIpF-B8-{@Ay{0~-eRdrk;LWhtT)_uGv!mHto39l>FeZ?JV=2#UoZR1qZ|
z$uSArSPy#eKW?b@R~7C1FnUIeB!Ng710^6iUK%lAHQ5q}%@8~|xPYw~@EBUz+wY2=
zz+4=HmcyRXwSqi&AB7(MaKB^e;i3RLJ(Hh_r`R--#MOlo<L+~{&jMRXC7_G^Aff6#
zPbVWFBAWT#{Pz^p!9h1@t^))FCXwbPkOOl19qllhOKfmRGd^i`Iga2?ZREj2$eSKC
zc+x66_{6*`9w|p6f2Azbn4dp~G47E8U8hN_YH#Bo?JRw&Q|ZZn21c=b37u6kesZqs
zTc1-Yw4pi)8I2EIZO%;Z;g(2K)rt}La6do7j`>4bVK?ANb_ID{kUzjdkUBt*_9AJX
ziBfhZc)B>0lUw68KSeS^61#D7mOF@DpLk|fbG<zxDf3DMcMav7*6NhNgSILa_e81L
z<4>&*!H=&o|Em<4e9Fv(vh!dog$fGzQ<792;uIZgDqKIE0O9cAm1jrv<7H(d>;KUu
z$Qe{Gq52zFr{uUrC-UGZeKXZP!u=o}B<%7ys1dx;4r@qVTb&B0@~-JTRJ&{v>`z)+
z9!?9P>NaLx*ukS}sJ`>1yaiTBNiLK{zdqdzmFnXo3@mQc)nQ_d3utY_v`*lt?oMz@
z{Oy3pez>6SCWvNEnpx=^cV;J&)((b(n{Q8^hF&?sVyRNr8rUopmEbwT?>}P2al-oK
z!IPF8hPhl%zK9E!-ShD+1ELN%JHIIi^aaFVol_`-KeJ4UTj1EWf#FQ>jJ}O%-y%=l
z!Z%=L>a;Q~aM_+WYqzApp^11tmEZiO{?~q~_}1^5?290tImLLsV6Ea`hwpZEEeRNY
z&IU?1;Otn&LIP)>{We?Ky6pLq9;GIz<9(Kp%G06k{uDA0x`hcy4a@-OdL<t8B@9Z8
zH;3lPh8ep%1%K)O@lY88JUILAL~l^kfSB<);#Ytp?9LYw-gpTc5-<@zPknSoe}<KO
z3;QzFJJ6itgkEEhOTVpo#QT&EOK^{#wm`CEDAs^BB9jbyKelS2(j4`jPOq2)Sc(CD
z)mQ^RfXL%PgfGtAuwvigHyde7_0z!3!0&hqxZuSx^QeKKts)&@GgEp&qA@S`u&b){
z!JpICMymv6!HDI7Fds<V08m{S!?G_--+$n{_eKEOpQ0ZB!<%|1h$q*yaZIcbVO+IX
z^^YFf0dPhFj9zkE)?Xwa=F8yZFcY0tPrmQJ#wKT?6{M|87!F8)gnTnxfEj^!gN(O)
z+p5F|Z5pvKsFJ5HO`HjQIGhvM(u_%NmGk7uD5(~(DZjHnKOhF`BN;KHvO%Q!>-F~O
z`}vep&zx&bP(mtXTeN#@#J%jk!?~(J=f|m8?bGa68t-gmBX37%9*l3EWvXF1;Qv#5
zzf|8-QupV&k-r$sTgcdN>&i_zWJjWy^xOT!kT!K^qCKvlQGv}uI#$5#hUL%OY93z3
z1fHR)?}v@ehazu%@MT}`0RGX}+s<RZvMk$aEBdiC_}`89bex#~LB3~r=?wJc)#3i_
zD_UU^OH0)IFE7*W%~o)8DdXzRQ=}9!M&}w%=rX(yabC;o2st21bX9uf`Hw!j22u(t
z1t&Bov^4?<W#<@ryI=f=ed;GBn(3}5!`Oekq!v;-y__!03M=h?Y$bcYioO`;xO{vy
zuHV1RRxt@+PGpWYTXlKOB!JmO(5S}_9p}dhngj9ew7hYnTAShPcd@J5^Yv1nMqOn*
z3j|OaVt|`TBiZu0^zm(TB>%OtaPa+9v#c(=%PiQ1cfe7!^)7l(F)OM)rDdm*-*qK@
z#6Bf%Iq8K&YA9`0wcG(!Li7i?4JR_kfoMWRUz%yQ0E1Kl(BwDFHm+7D*B2#<kg!)Q
z#{?>Vftimjkdsu(aS9ls&dSeQ8wK6w&Y#JS!Mq&-_NJ%bJcCFNMz*2h*`}$IZb^;>
ztn@fJwd6H>%GUr(EnSGkf`Jbu<KxZDqY~%@|KHbgt;T)d`&qDy=b=kHhqd=3J1@>G
zpS`CSZ~16;Cs*E^Nt^xFsKDem(~(DhyI%&fo$U`s@h!92k@M8HRHk95RCO-vcA?H8
z(>hoB_n76#$)v75Nf%fqY$!-+RmYV}%tcw|(w)v=MJU|Jm_feszSD37+9Pa5+rXG0
z{OVjTf`~OS!Z4@MvLwruav;hAS$eLpcq~l2SACC2`AGIFK|`Lc$8L<;BN!KEd@Br-
zl8EQQ?2Nl{K&Q9_1a{4*g)cToI-Dg1J*^a^RO(D;#Q+(RQJcte{$sr;vvd6)=5Cve
z&@ue)O|&Dm_MX@8dRVU`;@Xb^piO|(DUAi;<rLF##k~=b`Khcrzs%tN%D#NIN-{6s
zca52=(byl7Ab4KOF4kA$Ib|2xB>O#Y4EoYCW$#Fb^t<0=OqzH)>)M1hO`#uf9UV9b
z1XkGb_U1Y7I96iT=*Q1O=l*6pls<jbE8f3-AcHg$d&3kt1IvfC$7I|FLmQkH=}y#V
zg$nMKze`A=0J1W5&E#S0EzQfDLh$)Ziae`HA}<PNX3%%lN?P2F%AA01o6DrQv}>tz
z&XwR>DPN8mp~gF>Ln$9ob1J3^4Ein!PE<cGBVg=BZs|l&#+g;g>bJ#eIv+N@aQ@QQ
z=*^6RNx`^{A!lQc$KD#hP~~m@<c4GkLWIRo6D7;P_dqfIT)~oNWNj=>T}4FJ1L@C^
zL1gmP+Cc3~<xy!M`GTbl1|8=2=5_OcGp#-C#V_HC`8>IwzvSwNhtDiK{3zXv#>AFm
z8J^bsjf5Rq$BMe^($c2e$TP@3E6kO9aBYgCyc%eqHzxf_1)iPQh#!-7Sd*Y1kDmsw
zB(`06pA{h(?ZD~B2e<%4b$^nqROd90%zw=jG$?h4a#$Ozihh1(lJ=ZBJ3~!_Q=AI5
zF{);zi$GeJbT6=%U@#F8=3B!U*$-2Vkb2LU5BV{@F|VxYe1jU21tdKkAN8&fPs+Y@
z!9V4xg3fQ?v?Kmh<W<?$0-TH;bdEAIfJtO`llE=~6CkL?&8LYzuoBQ0FlvA7V*mns
z(lI`DI9{}Dyk4zrZ-a}jZvQ6ZTVn?8!IKYm9KVQ}$`Z9QphzRsDu>LZgHUqRQ~FZ(
zCM{_6CEq{J=^rc6rEy9S4;Jd_apmh^!&E~VGDZI!0nIYX9%`jLJhbW{jCS#LZK<Q4
zQ(;hvzk^T3{AqdDE00d$fC|pU!1Kf;JVLhnC9P03mOle(C|9SJN7PxW+#u+eHfpy!
zx~wb?pqERTi$(V@$*N-+Oa=Y%%OqkPNj#BbuBN9ecH6505hxyiU!#f^9LFltL<eG@
zsq*6yrPi+;6h9nItw_+>QGG^oNO9tDYYQBdMGC9GDM&RBXlI7wQ)h^aIn^t!(glSl
zJp&oi+nFm$NLcklNngVIyYpEk$@4HqihXGyS!{sHtszi-o$UT`|4F#1eVG94T|Xj^
z)ccC2JpVht&?8z?(14;J1#uJkGru`mzx@(a2IavgrlUm@mPe~0WITf}BkEF46UtDI
zv>lMw`swV?i-3gk^Snw1@)b)e`ImE~Q72dkG75@y6`DMBfx@qARAV%9O%q-e@L(0=
z(D=10*dGK9zfrWgYthJX)ZL}KH6UNjkg(9E?GmqxS?1z0sS?fEz%VUy$H^K%vb+Ct
zt3H@uNmkx-oJ3tILa|J~((~xD`oYZRPLo)tRpgq`ql_WajI)P+$XID4^Z!%dJ<`0A
zEx?H%(~sUpI^Uc+VI(#{kyE$@k)%^Z`ZmawCdS#Gy;I}O>BHnu7hwZ^;Qu7};)QDz
zJNKT5d3W!vyl8!egdRO}^%3sf{4FDz08yw#Z0766twtTk(8=o8B_s#CN{GIjcNo1d
zRbW`H4%l;kc4wWwY>XA5Dxh?hIv-$`=2&-*i@$Pqv-w2d`>esP_yts|YQ6J{Lk)<Z
zc5yR9PQiH$Tl~sm7HrSWkiS##8)i$?2FMy|_~A+^8<Z~)U@j#a0(UL~Cw6A7Q2SqZ
z694;gk5%)&+L*LHIU=4Y7e7n+q_(|UWPPl7wA#V0_BAO}Qdfpju-H-4p)GQ$jjn<N
zEjmp-<2UdF<TE@9m-fu)PiMK^qe9_zB!)k?>%{Zu5;rcbm_@iazlfJ@IgNj84eW->
z!2hx{C!{^9pGE8%PmGaC27^&i4-7mWQ4oM}aU$}CeYU^k3#VB0O}zfS5*1)g18e*p
zTU`)1L(Hq{;6m3&EzfN{L9{TCU`vM=zF#FGZ4a-bPw<CIq)3Q@bAw#?^E9>z3|yoT
zEsc20X5vVAmt<EPlh~RjD^?G(uf${VPpLf|<vLmYI-KaHYuNglz_$!rw&Pz%&>tR|
zr}hGMsPmB@?>+w4b<K*WI~LTG1Z3=UA!~+8Rr7!eZN0&o5OtgtO9;I@GIsMXtik5J
zuYb?lVw`9ezLPKh4W_BDPfgUpx6`K_=Dr?e>BmxFudfJ-N*%M6c0am;AL&;%Ne#^F
z#OX36jre6P7-<aVs1aMhM(ar!<wp?_8sKL}MCq1DM1%`A{b}AeuP$FTix4~Z6SmFN
z;zJJgx$F5^yE&^j5-GGl>3O*~;#%XyMCAnEL(4&yZG2cTPqd4R`Ci8q$qCS@=4@dA
z!JZFr`yt0)9Gu}_9Pu7)SJb)^BR~O}4<=!He0(MdW?&5_#PL%L&x2&{`u<OEGePI?
zivGdY-Y4}zS(=H1xX#FBmKqSZzsdZL1@31QeKa}r1TAbXBd)Hx9!>;Iubnzt9)IeP
zu#i4s=~8m8rA$;~g3*Cctam~>a|M~)&qKz+?(9w4DzpwA-k!~x7fFox2d9AGvr&Sz
z7GRlxgItY68!_7}A&2Xr4cb^G4t`$VWrKz<g#(AAr=7)LMfT&_Xb8_AQosCm*oGpt
z1%S(%g&r9==|&_bkE38i*5pNF8O3?5D{ib{usfmPgl_^sHrmpO+%DDz;4QmPPoa1`
z7l>3KKY!aW7p0a<B(pA`WS1FFKvFwPq{apk+}-1-%F>`Z=Fws-WGwZmH_=F&dhH`c
zL64>FH4`2L-d^d)W;N-c6r!z%2#;siwQhc|JF_~444dRW*?0o6xfDkxZ?+hy5t#n$
zUR&eZrRL6YF_^2ENnO7yPmiv}`8J(tjVnCN;AFLhqZjayB-ea%;d!o#KO;k^+{m)r
zOv7RN<(JqXmE}Demb`~MgIBw2)X+0Z?}PZyQhq;V4my}e-Ge_OXl^WLZd}yJ6-Hr@
z-@{O++kYW@FsqShJ*;fQz6Ml`x58PHmC#{Mh!F|gU&wDz4lE}58hG{eL7g7T34YWA
z8Z*C^nNQwXH_WAYU;X+<Cl8uQFiXxN3O`|%cif<;hTR+yGB{+xjbo;Ct{!zbygG3E
zj%bpCCJ<Jc!`e?h^Mt{V5=ZsAV-zDKQ90oE8e=fAXD~4Or9ybrNQZSsB2|4J#h!C?
z3D>E6ABS`Q&yS1m%s@D;!3gVg1ILg7q1W^o;D1|M`^h<hpk+0LVn%~g%hR|;3q9Hn
zj{*|b`HIxpnW4AmRO}9XBUGryPn3fhLEUX$%#W{n8k)C5z?b8@<gwFne|OGFsuu?*
z7t^0Y+x&Is>L|gvln8{R_c<wBpd2U+W>~j=K7f<ff8Sr<_~UWLw{q28kUsOkW99RA
zbm$kgR06bgn6Hh#tj6-vM7#N0<^pOQXEwq$5S_T`g%2}YAeFrCwi6}1wcLIHmRWkS
zgmC7#8Pq$*|K9(-aw4*4)(ZO0rSiv}q(r^;y)CYXsv3>weEcZ<nTJg2T-yF#ZpY72
z7hAy4N<)iI#d5aEgT7q{JIz?Vfym)*_}&Ewg$Pb;7FQ4gp-$f5e^0@tmJy%JX^JcR
z+#fE=dh+OrP14(<QyGJ%IHji$&zp)1QfPd-*pQB96Y-N%F8Vm1DrBg&*In^8xPYhO
z;|}~+5`z8H^`7gxyBQXi=xRZw&*j><=XTQ(4gae&<I{4jYg-yzA_@n;`^ES9)+ai(
z3!bFY(fXf_<X8^tqXRqcW3wA~(}iMaJ7G>j@)Mkicgvx#J9$ptA^b)onh})|+_-TW
z?Csz#jqO3ApD$!>bR6>Kg;`=q)1P)wV?Df;6mZ?s?=x~7m|?^|p2H`(DE>mRvhuyR
zSXVg_-V0L`EpZjjA{-S~n)LlDb=U)Gs*5?jrGDW912Pg(kd6)7Cp_no+SDy<nrigE
zda`_t+eWnv-gI!k{q^~H5bn-$ERu@UB~2zHo$7dBcfD<1nBs&YY%<_pA7VO{;sTyT
zB~UPgfXmAs#EwTGjMiM89>3#7_)O2W&kqnS32Sdxkezwg7M`E|wxl|j$GwUVhZ}28
ztR}}ikg*T=ZnRz*lzXO=UZ7dKHrpU^$8aXpHtU4Hfbl!E3q}BqWt+6)NMqv88Ch}8
zF@>2Io4JVfMxmG%Q^mpDyirV9cg4}2*&63d>h5Is82H(KsN^X4wJSW}z3P4alc%4+
z2sU*$DXC~;yoDE`51rk(R7d06C<efC@WK;GtloFY*tLS2@9}`x5n4Jm8#&{9))Lpk
zuFCZA$~@N^VntpqaBE2&@EsNudDs?jwW$^ff0vy$O%)}q!UX$qHM3l-drdPe=@nx;
z$LyPYmE=Ny+GS*5ly)wj0TYA@Yh<ho#9T)fB_24*=yOJ4*XP{^w0OT{y0&a@f{SWz
zpCfgqyC-j>m<A5Br_v*7mnu*mn3BQDc0+$-Y1mc|e`oyz+9qQ_)w)7!pu3rtjag<x
zNB2$YJAn2Vj*|@7HI_}K3KfkZG}O7#_FxZAC|CD1bPgc6Rh_7>Pz3c|@=C*vepI&U
zg~z%ubII@}4_61-@tIT%zfSQM5>b!U*GST^Vcvgt>7mhbA65>xyT;&2dR&%4O7SqZ
zK&LusVQtAJK}d#Ek~2<5+k5PGx9cjJBvVXh6sE)eX>F^Pqt!zXRhgL`;(BtYxGMhZ
z6H=~KR6NFw7-eV6hL`gz6WP}m<iDyF^Rz*ItP86_880%=Q;|*j=~P>O{{D99)nw8U
zS;aqTFZ?Sj3nTmMT#1t76feB-q*qW&7xcYv6OXCYr>L_n$L1s6(~z%SiNWjElp!^P
zg3#(fYs;ATYP*X^zj~&n7ly}zn-VKiNVAIW7x2o3=F%-CUVDK+!<&zSA@W{6pH!~I
zKCNdGc)zGE^mYNU3B4aLP-F05Pe;a@v&D+p`*iBWMk6?{yv$#0a@HIWKTe@C7wyiw
z2)CiAEE-STM?u?y<SH*s@&Bw5tk|$yt*95%_vP$W8|^KQ*0SEwLEYP0-swnF!kWIC
zDn<CaS?}9pf}2`3s{T456BW2$Ic6t;%DS^>Rb!TZ^Q=<_^lt`_L%9`njNq!v+%AnN
zFaCmo%VZs9R1I)zsy)oncj8D`H-XIyv*~xM81;Xq`=_5`yQ8wYCwB?!HNsx_-mzql
z$u9W}1FUE5l$g;+>=AwSB|<xX>WersE*mA*H1Pws|4TVVKLLe*oQn3tc4>HNV`iOH
zcdFGF#F651SyC}ZGm(bIxFN!=rm_&CepM?XjbI7ow`y(JGWQ@D--4rG9Z8(-+(e+3
zyeR9}Mu8rqIveEJrnodGC#9WUd?vP_l5nGep|XkA8KY9}S<u~EVbKf|n7*C8I}S}1
zpFwXf)hey(T3+3n+Yv#XdgwMVnVNV~`Xu!^ZJ@;{tql=4_BAx640YL~wxsP?$b?w@
zjVS$wniJ90iIEm-l1-lsz#&lsx2Tmy%39{bI!}X>(XfQ{0~<A|jxEXYuPPZYz~$6e
z?3n#)$2D;ZlWg~voM*IxV5DSQ8j{1sNa7f^2~!echP3YcVC*PP87tt++YuQum<f^m
zwotV_8M1$IH{?k1%{tnAp&*+?FI#$}l3cCWQ*vN+i&!?WHJ*&>`z!>quIA(Q>OhR;
zAk^Jg0t!;2uEy!NbuVh5WN_j^<Clw_0M91631%?JXq=u^+N@~0wxgjL0|Sf@^lHJM
zc$h#5lj9h_=nZ>h@PX1ny>DNI>{JhyNI8^E!}>!3!Fs*79XlTd!po~D_M<@HdmQFU
z1}Oy)ZSuLj+;u#fBoj=u-C{tG$~69!@7+9)<;8%5f5PQ{y;8RH^yK+Dw0m78N;s>}
z*tMI*>~hom7Pt>$+85+5n7CZA>v$WCc;mOl5|qMrosMAoDc7scnG8-k=5MD@Cn;mq
z3aXMu7!J!fofRc_jX}v?fiP9evI6A!=`(5agvzRE+I_-+PIIcdA0{lVnUcsX#5=W{
zblcz#`r5GU9_n&cJrG#^=(f&_q>NPRskk(8i!Rg%lA>SK4@q3e*jZY9qtBR;V4TaW
z6;bMpC{I{mb#e%DKXth6wO<W{`4Wr7;Uj9Ofv?#N@Q&6A8Fh8N<;4bzN0&~hLT2SL
zrj0Etb%9$BM;7==i|lw(gX{Cv!)c&oh}|y4Yi8j`3+SxPNRuf|7?4f{<mHlCYoF;v
z3S4cHj)xd=JA^Ya1LrBMzV<++;Tx`hG7FB1vhjgwgxj0zhPjT^S^Itc<N1J{Cp`Fm
z^gxy{JimP-qL{Y<5o1QIacFU!6LJT?C>k+hK^xjw?87N{?eu)k^V^EojYggtvnuhZ
zXMskzQKN)JSE#{xIbll*+o1Uc;lp5I+EphjBB;@l9||~RuaOgG3+Jd-e6xIfzao3J
zR^aq3u1n_NNieQaN-fzoaVbr;;+iH7TRIn5EoP8vSV;YY{w#s4{<3Fr7i#Vs-gzQV
zyM2mcw-yuV5FsP@pk#*no-V9gQ&X7Mh<pn=)Xh!VL1*5!H55IBnptxYcol7-_ufG^
zflt-$%sYih9IR!s0Ke+5+sQe28x!UQOj9qdFhlRaL}I^e8)@?=bxzYq4I-077t(ZW
zN8CM<?&T`Jh8<XgV!LgV#%FJf5rgv#$qjfKc`?qA4LD^a0jN_}uau+6!-8#wyIFsx
z^H_1&GO<q&Rr#Z|T-v~yJj9RV^&P0Wz!9#PkK~KMgU=I*TH1oQVk_wJb+wjJqnGPJ
z0mlP!58`TlL6H=kpP%N0SPreaeVOqr`AxV(H72WmC8MdkV`U%jnD)`VRm-hQ2{P^$
zJPAAC;DCle!nnFAKT^r<_J{0md_)HIR=wdeaVP8LJ#v~bc<>W?@$UB>!dkgn!#^jA
zE<L`jmEXp;acK-BO{m5cqhSM};1H~(-Gepsv2M034t?A(dnQ>5?f0#F>P%)X{iZ@y
z6@0%i7ROeLZP5GOl=n6@!!t;3hWn2M`20BW@PLKG4g^)s0<yXth%Xr<^bnsssK`lO
zY5HKe+(NFXS+f$&X!;i3cBhPCEvZClGlL3dvn((fmlw#jRwXlv*`>j)Q#K9KJu4jz
z+4Q-u<<?4!Rizi1#QVTVV|WzGVrh^`<bc4G#8Ih?n6P8#e|9lYV9j&ob0u3vG`GF$
zFUMt>z%a$Mutg4c(I3kr(!Jj4M(sCq$&=oGh^kvB1`Ul#8d6Wr26A?7qBRN^%329a
z<A`(_3T5l;;MCPW^*gM4I-S&UJOOK3I<%bY*_VETTA|#vK!&Bx<b%z*sKqHc%f*42
zNQ`^4ZnOC^A);rV(sS)Y$1C~GY`YWU_AjAkCJ@*#q~q*~vYU=6zz;0~xnI2Y@`D*&
zYxKUId!AE(I+q1&8nyc7YtwjF{!-?;_e2U!n+B>~_by8eRx3{8kOff^U?Q0T#gzIj
z@*jwBe!Ic>o&wSOfn%;daLf+6W3(fkrq98hIgo%I035XGIX{pTx7#p)h$#F!e^GUQ
zJGlsh9%6!x<0Js9Gcx}7pXx1Im{BIiL=E8Iq5*i3<@RJ&{_(%9m&yMDF95LP_iwP{
z3;N%K9Wp;IyhRf_6u+x~|MX~|=h_w;hb+8?`FOH%RaR41+n%Ral$4x{+FD_WBwA!n
z6L4#=n?x)Aw_}X*j-nXGN`-AN?m?-H1OFQ?Vn+U!gTKpf&t|R{Pqc4;?<Ur-!%oVQ
zCwz9`lt7CYlw~gPOObTS=cAKv#OJ<ipi&Gv8lEY*PD99K=ZK~nYl81reroY3oihJ^
ziYI6-MG(rSq)@186?o}-H-&w$p;rrs`J%S%bv@CTC%n(|CIl2dNVDQN)se3+2y=Ao
z83(e!PHe-xavgQ~x_u#>Sg-#-*n7*My4J005O)Y3EVw4f#@*dDxI4imxNY3s-6goY
z1$Phb4#6#WZ_YjU-cR1{eygjix_{hXSy`-FRqNT0j5)^`b3SimA(b3)zdgn4(R&>r
zZahbvbn&{ajQ+kd`{2E`)Ry!(>k>9>Tr<sJ{6b@;7U;`dJzFa(=Tv&mkr-*TSO0Ot
z8WZE_szmH05SgOdXp-60%kXqs_|M3<k`O$+ey7$|oN}pw3`~edpqo;^oO)DJq4>CP
z-e+n{vSVf=uj#aoayhnot94zuGSZLI3#Bj_PP6!{TUX_jo?+bNLBpO;mggf&9X5Rs
zHliBz2u`<oV4p5v!UIZlqf$Qjz0rRhy8#88UX77LAC4t**(u2<;<tE+Ct=rw3W`k-
z1`>FcnilP{xPjo8t>>LjR!}gEAx+>{V|we)kCTK}oj3mMQXe{8kEBBzd@dh-9@upF
z-V`2cw7lJ)i0+He1;}h~g1p|w4b=K`*j*EDI+$+!7M5nmI{xHme;*M%Bv-y)ygupA
z;g)dPj<It%<vetL_$_?8OiiFv)y@kI`e;s3N%6_$A;aYri85H&wQo#0)SXOq&6vU|
zT<jqehoV(^&G}y~r*-In+LGIJT%!r~=(a;YYBPR2hspJ82v}&Mht6Vi@9{iYo(^d6
z*<yv1H3K`;P|-W!`msycG?6{OH>onyngS+j!7wx#gJi(Re<$}XiENX5-$De55KBVl
z;uIbzu?B)r1xF{@-qP@#L^$gA!5q4QLu~vBM=HSK?ZiY>WH+%XYGfDk^W~S8t{+%r
z%M&jQ&%q7BYOf!6u2O9iI`4~Hx`{Mu4;hKHUJZ`WX@q;i3Jr->chMK7YsJtHn1s)B
za5V1%g?v#BI8&e_KC$lKRa##-O*9B0+hgKu?gw)F7hEfPMt7Gi#c0?om<$`JEcs3;
z=i=x3GAPYyDF~jy9hkW@=DCt()HwaP5y#iiN2Kq-`&|XsI@*Daa0Q*>kw5lJx5mV!
zU<~0<#S7$9s~4BYE1k|~sS3nf74l<E^fec4pV&l6RsDA4>p|u*Ra)870R-zo{oFW$
zM)X=WAQRM1AWHIy)w&#f4cv6+nEY3JXE$DLvq7arqQ7nwko%iPu0jV>gjhElK%9!_
zfm?*ly}qTUXW>={OP*Krl;AK0>w5=~Uw1m5m?dw8y4WS<xmO?=`V?Nn_9QT8TlSC+
zhpOXiM-bCOoS{-7{a8&GRrIEn)ZFNFgThvh*4<~DFF^apxJ(;Z%6o%(whP*YnHeSk
zQhMnQOD(Awcg%~X@cCg{|B=ARb?zZb{DF-_YE^_&kh$<zi&$nc&@|=)<>Shp#R=U+
z>~J#DPhR;Xm|pomzjVLp?dZ|J1T(zcq`y6a)VkT&OMBNfp#OGGnsnVTJSn-bAngih
zo;tN@qNlkE&$nfYfnzv^6nP-eRxoG^Xp{IgBg<@=aKR_wyGzR&K}3~)vPprKK61jV
zFNgmLHC_1AvnFl56f4vgfNYBjGl6f^uUV`toddxzWK0#Lv_Rd_DBLK10rZzci=Z4<
z%|BwbORY6;NeV35P*{5Xk%r_72_J)*84}qRk{W;;Cam#w!4iH9hb6%YmC{Dcw4X`T
z4E;w`+J!sr<n*XH>j_8IkDygW89q8qci{~ZY`@)J%-)4%d`aYW)HO);LN<iCfZstF
z=C#fi0j792!GZ@+PcvkP(H{9F1_~~t=2H$3s}+qH4o`-{iRFh?JZNx>FhwE!f$?&z
z2nMX>(Zo$Gb`t0pD#>0Mp0n3`0qtG9YlcjC@PcV6`da7TSthO_LxtE5RXoX!egOtw
zHPh`;CM0!k;E=HKSWF`~zuY_#F;e0lPJfidl)nN0SkwKT!N~WbJ0eL8S}BW4v{gRK
z;>_+T0-CWNiJh`KFX#lc(9A%^8XA85K!EVS7NoYhUcWilURb;Ld7d3q<G<a!I`?^*
zecP3r<nMjEceVAraAfDb^YQt1x<hp4!yp+wH5T<yC%kIpMkWPhTgk{Jon7RsA>OSF
zTFlmvyJ$waGTi<(T94c>OHq-D%zmf9rH)JkKVFURH}(hpM|HP~0fd$uUSw5IcW05a
zIc_=&rqsvxy8pD7Nyi{tdto76CB>&7isi;_nvD3u`NASW)lg(7HQe9kbo^!4)lQ?x
z0Opd?UnomMh(D8_83+9g!pOAlK1N^kWfeQ|o#w1FhnGxt94z=m3FM>>UX^R~=+9AR
zBSjh~=7Kd9Rbb8%E-VvSOAr90(WL=W6Gt`}LBGg;N&<6pVO?+$ZF*~JIYq<>7yHa+
z9-u~`z6I=NVV#aL4~<giEV6)x)k{(n&`)g{csvob(AFM{s%znRYO9Ah`6!zGlYeT4
zBpW<GtH31X`$5z%6L7qN4r2Q=1IAlitzE8JJWyBnhy!dx8v88FH9j}faJ>T<;d-qI
z!yjj|KEmI_kq?-K^ru|T#<>sMMh)D`?jC)ff4)8HWw-AXj&&sN4lo;REbw{lAo91q
z^xyC@yxxlOJ@*fGT?CKowOjPWO#T+p*S~Xw$y>6*15Z~LZRnSwu=MM`(B6d<{sjZ&
zkA(`f$8(K)gNH+^D@za9^>u|~la=|a=6|9onQXj=bf6R?ygd6p8=Oorp5X9aCUITf
z#iK@l65jCP){Q8}krjG5sA#AcRM3cCrL&VEk0)ZO7MtofQx81jNqd<5P^+ZhVyY1S
zc^RX*Q?=Yh4RL%f0Bi>?|G5XgBXn$>-&MF!MP+^|E%_Efrp{)?3RW7Dm?vSCSQu!H
zFMBArG_$(md#RtmSGwyrvM#@Wyu0|un7&qegzW#|QZ_}2W<^q?&@UBA8`c5Vgjiu9
zb_gwzw%O4kLS87PR3^GMBGwpjxyAa)Vt-{r7jg1c<1OZQy}l(o-uN$WtHoNlNH}EN
z_zJ;oD^a5nN33vz;+6n%uTk2Ia)r?Ag2lUG=2M002A;h$L(KxoQ~d~=nk`RfIHY#x
zu7`13l*cm!b?+Nn{)flOlm(lk+^Zd*%Uk&k>I_%uY5u3_t{36hxXgM$T|5PWDM~rv
z8cCy(a(Ly#Aw@WSDqk~0(uf$Z75UHQDKfw=!-Bj%3YS8^deTq3vN8){-%vmdp2078
z7ftIeaASY%EypK$5$pO93tCa=aP#+C|2@z07iWs(f)ku$_`q4kZ(R(M1Jrck5jHsS
zi`a3@g0_$~S4%duC86BS{-ID>AZP^;5<R7fJIcZ~xBCMsBLuV{7e>3fIh(o(C}afl
z`vhaA+ZjJkrNb*zQUazGF&ov6zD$y@l#hA~jc%@Hi+{42gQ|hpH_|++d9rtw)0|+y
z^9~>QF5x%k5m5*9fkk{)+CtcWl*tCM^&;-5xjtv{9}o(u;^&-?IHXz|0MK->Q6f#R
zSw4eNjzIFlJ!N?-P^4M8=1$ginLbSnR(VMnR>P#SSprctX#vK+_a6I}8A9u@A}uCU
z+dLvVqD$j6&;H6~TRrWiTDw;=vXWBD{+WxM1L4L=6rkWeKJv<O?uWQPT@S)reOk}!
z*#-v^9G9<aF0bU5wl>Go$k|Ca0{Yl-{$f^<ZHYe%&<u=-DvKD&5E9ZJ(lqG+>NbW|
z#gN$;;m|N=#44g?=GaB$qN!{!K*seCr`Q^WC2IDSsSNfDd1F++K81)a1jHWrKKIBx
zFy!;;#_E~|#tZwo>P;TOJmuiHKDQ=A{^WHFwyeopLR)pHTc8@hbHaz7>%rR*GZUuv
z3kc2xm=PYpI40Sg5~K6+&v7r4ome*`$~d7Ur$0yH_m}w63(1JVmNGxvg*2s{0=Z;W
zN@Z{<1we;C)sTIh<PS-l6IZ)|6c>&!9b)Gsm(>JY__@3qyyg^#$a;hscH_sk3du4d
z`!KLX5jatxQhyJ3O<kpCPhkV)N4Wt>&a6AKkYML1b~|74B(sq`J}PZ{*2*VWU?Arv
zS1A&~YNhiKIk~t)oUSn5rHCJ6r}JdfKrj<V4)VERWVnuoR`C$E-KKUuuI`j&V<)#%
zdEN29e!2hidkw{Ji{G#)U~84oWSwibDSX>1FqFV)lBI&kcLs_K<RF1`$YiB@L`mi4
z@Il25&OoX%C2q_=DbjGui2?RO(nMh}5^}9J_#_^3B+@Dou5@PzFC6tJ0iz{9IUSui
zx5k)xw267XL{Xd&5wnG+`uLpcaLO-yy4$Lf)TFh~f+{2{+#*u1JMsy=js?_Hm}d9Z
z%j5pFlRAp%dtapb+#SyFe-yun<|CP~zgj$aZ9$G_c32|SW56*^nKtC?BhX4ch}*8?
zn9qtG7%?3~25mhVTHJDF+o0ggV(VL#__md}G1~(A!P4e8hWViPpy^HT>GWm5a=Ur_
z8s0uCzU;j5REL*)LB~_d|5r_(XkATM$oAgwgD~i~o797iT6}*M+7@TcF8Tq6zk`(^
z`a#V_#-c3#!~v*mEAgSv!H~1Et`yV+?t4%&q3Lt852C}Oqo#&;V>q&rqJk4i?fH;$
z<6CV13hm;7!bzlP9Qf~N){^-gl2#3fr6Nf%3QyvQ4m{|yk;;%q8mWO^0=1(v)q@H3
z1q}n7zWzkj73W+#=t;=Fa;blja3D_a+4zJVHoBPbPi9jkj}Mo^U)&zq-`rjcd4?6}
z>EUh8A1tBQ)W&jb>p|DhlmH*cb6cH`yR1{!t(ozor_6>fpM7J+#6n4^A`#G67t@~p
zHq!&~eJ7z38S=0o(ofrtFB)oprcm0p{c<4J&U)h-I5B^373|D;A+)_u<g?SdAa0k!
z_44)6y{+rUxua<Q+xY8HY2|U^>8bXMtEf!;y({a8cHLhD($!Njf7GmQoP)K(h~(V~
znMv1LL9PKlgX!t%<6%Tzm#N_cH!H+AS83^MFo}H@o~j49C)Z&xh#9g9wm7ydieX7V
z2JP&G|E#pXH=4ZRc96+Ptn>H?yK&l16_wt3)jJ6lU&ZUOP}U+qV}BiguWL4`#bE6o
zAy4}`j7oRwIS*U!V@;HV+{#9kH7BMI43*eoc-801A<M$*yg&D@+H^ZVH)3fn(T~xR
zYg;SQhL4)EHdHXh2`7sxYzCFmtO4rrC>i%xD64U32Oq&10f`6vtS|N|1b0eWLN`W1
zt9eLtwT5C<B9G)LpUn?Q%l1zTBbFKZ#^W{w*?H4(z4Otv6t%Tj>r6o38}OV72VARG
z5J&QmPZ9pHm*W$GI&qto*ylzH;-u$ftm#q#4A%ILP$o$n@(2b#t!P)PGS&zgYSP%~
zM!gRi|FE8T|JnMe=UGD(y*|I=;#2Z+Qpv&h2NW`(CO5B0OPMtQID#$f0<dJ1SJwOb
zXKWn1k|1X<jPC?Q(;lenTM%OlL&PsdWED;ff@{$?R&39O>iSag7L-m<9pqh;5p3?Z
zk7kgpJC(j2#4?#BnXL2dE)01{e0F={At8p@r_yUNdfYMRT~I>(d3%b$AxU$lmVgDv
zDddfqub+7+!~0>$Syala{};8I)5mKwx<&;1k7RyIXydwJP3dmI+r*da;bfPMfx98E
zcZoC%D8e~93o6+4X?THAdTW&4>XTcF4?8!$S5tCf#l|y|q1Of>gj?Po3^0tQmMdKN
z)b<#rlKN3#`K(6@Zl)L|;g`Ld1c<qX)J@RD`LbD)tnUK6xu}^BXOE{Y>!)G<7&!K!
zZK^ow6rKzVv1li~Ue=ZtG@3s!)D-(_YqF&GhBSo`HVl4)m98k9y8Udzy#-L#b#;w@
z%(m)SGETxR5BXg4bs;R<ywIp@eXNQ$@MK)4rW^TuhKJ;^gFj82cU)?2PgA3ir*b_A
zV=^4UfJxI~lTd24U<sCBtS0fmE5|WGgP}i?Tx!F;XW7Ng8ygiB^7@RODD#y=DLO^g
zc2)%qZ|I(~phO2~CszHZ)X1n*cj4|%g&F=!M@#ZDQgJhc?b%P?x+Q#GmVBGfS?V20
z_WDc}Wz>#X<QwQBK6Lh1H`H*bjhg`pCeh_uvHRXy$_?&yooY)MZJX!^`TFh>%Z-g~
znZTmLoI-)yroNaM4oCH<w=U7F>vR+oUNcNlL<+~oj*#~X^*~rc*O%J`>nX4Ei4R>b
zWtRUS7b{u4ct0So#*5h_a`Qxxy8h~&)|SLEO<%+!EgR*l8z{%&$(S1&xqIzw&EwcE
zTt(ONP!#|^;}#e<GO1a)M7LWUb4L4PdV4VhQXD%M{<1NO4Z}6+Pzr{o7O#iDF-ji$
zd2-2PiYj<3x-PYPemPhYqm&?_g7J0A6pK~2-*2IA#j2Lv818eA=Pq3MmY9VxhcrmG
z_~*1KD+M%+lQ<st0CW^=nc9Pmb${eQP#*M8H1vYINkOLFhi53KuBw^+b?p3!S9N;m
z?;<;S44|pkKN22_mh&*1y*+%bMcCgE06PfDT!afPnL#Dy^fTbp6GT=)JchMs7DS*Q
zz;EFvj(wgqX1Bxj$ZsGxwHdsRfS&?wu+{G*)t@z#pI83{No6@M1O*d>W|_cIRhH`7
zH_6&UHRh!k;>}HZ`qEmXZ4$cj87bl<5#jYdUy$*Gx-ms#z+0(X8(;`gRT3%)*EubP
zviW<VB+ORfEnFa=1Sx{%78po3Pj+?IbbnP!tz=u_R~Zv3=Fd6gA6fuK*_)`<mL%V=
zxSd3Fi$mIj_vMXS3oZocruTAr6is$lA?G0w!{>-XZVA7_=1^|SyqqVP&%t)x8&(mk
z9MnHxDc#FvpypUO);d^MPl$1*o7dHNbLBt^WgeJUAS2Gx$l+jhK3z9+rG5)CDWD&O
zUhoLzIrCw|2M_DbG!TAN4(fY=Lq(xHO+I)r4W%KEap?4Q=u5RC%SQeeBh?Q$L>9W*
zJY9I(PS)|}xu4M@2C%Qa3ZwbA{i5|m8)<sg@NA14?V*Plb(^%4yAcSz3Z!;xY&N8^
z;;GQ2-TASxrLJM$%r^X7__JjJa=o_%`kMMs7ThmD9S-R?JBkl^;<DI~G1G%oBw7l%
zrpdl+MXzfedZ=~r_GSqTqMwC1a~&eP5!35={Ly+%t)%2n030%=NuWU1Bo=6Ae<ziW
zqVt^#BfWx^_!37-z9aMLqyq-)rHSVZW__Zl?Yoi@%kt#PS8m8YDbe6FUGicXwqz{_
z26)Jb<4tdnv>4Bkz}2VLB>isXQMte|=j|8r_$ZZ)?9-aS;iw|F`{t~(hEdf&=crJL
z8{Z?5Q7o`XKS_;XJC}Hss$$xt>hH54A>=IwkF+l2{&-Y8*cFJW`?kiexuDcm<we)|
zbh$zZ32fP^IY0%mAE&U|{!NvBYINpkv&NMX_1(ijaO(8MUxMXQ-mkp;sYrhy6Yf<v
zY7@kng0a<im}x}=Mme-epWu<MaZ3(jf*3MW)~v!GIDf>>W3?k0t}Xh}P_$#^x4{5Q
zfeqz-p<O+=z{VJLR?Q&Ih<PTu3H7b9KQP5M$*V#T<YsJe&?V2$*Rw?8CzSE=vhKY$
zL{D+3-zIj4OWM#2T?*2%enZ%w<?b16;c%J@ws%hnZn{{GQ+DzJb|a5?KNG{CRoH%x
zQt|4l-$NA^xVbl%O)TBAkgY7>6%~mAu>U@!_wXw~PAb4SrzIDa7TivDUNVDB`IX3#
z4L0U~H8$2rzaO`}8ia0->qz~%?kMtFLSO6@cPXd+ZIq~Gru{B{8%rTMdJV5_uZ^3b
zqa_;0d$W@6#oPMh3azPK0P|SwO!<v&I+;ttx|mNqkG#8wV>?UGvsB=b%l_9g+Ei(|
z6t}=TN_4|^CC%_k^zj~Vv^iA%!9pVnq{^9q4-pn@2CsmKLXdA0_j0?SH_$nq59t)W
zF?+Ebh~3~=k1N`<*Ta7VY2>qScA$wQ15&hsfY5T4QpTlj944$sO~}Wb84n2_+Q1fA
zoCgiY)Lj(Ked}F}&NCj{blQL-k42k=W)u;H_7L(%kGUdxPj}5qu9V0HgupZsHE_aR
z%Q;nJxtn(E6It}A3YE!MhP{Vojt_|kt$QaFWv+z+P$0w_+a1yw!QXP<h_7p@{ptJW
z+0^gf!p;!}S~f;N$?QK&=AnB7NOCK(0rsq=H&KnQJCMVJ6h$zNm%nZeEKH}+G<IV_
zCzZ0>u@~q^{;@0(VLOBD-D}?^o5$bR$|Q*VA{4CixvT^vVo`{ZVM2p=hO|_TiIv^v
zL30+D?BlC8ecR6Od!R;@OTgaf2@pG8Aa!=@?1tJu)8c>p_VO;Wqk_1MpfK#@3gaK>
z1UL>XQ>HT`L;OR|Haj%H;zltso5Sv=8+yH~E*n4d7o2r@v?cJ7fy^KKg2tio&X*V?
z^7|M5MfAY^e?#>APpY;q_cHhYhroRN%iG?61DFp}W%seWeh9RD%KG3`*=fdIKMMSa
z&i?iXf1!gHH~8qdLab~ax1>D3$w}wj3D!pDWA0f2Vw!h5Q_-+TJDy1;hRD0J>*^`m
zOJ*Sp#aM?3)dCOPzb3CJYTdjZhUs!e2MH~9%9-@hGCVmso*1lS4$t*-K{*~W{x<r7
z<OPprngNIv=fewnDUGIk7np8N%J0a-^MGvLYE`<Y!MW$hGYkBGYz}zsS8o!DyeU&W
zPnX(s$DyS{)3e*}TRZ2r^OT*wtb_WRs5<modaumj(y>I4f1=xVOuLk#F1!5W&{x(h
zY?=qzL7<d@_977Np4d<yTZAgI#8_#-_4WBvp@8h1G?hEtUQif^CFbl=Ep<7=bV#`F
zIvTw3O{&;GglnIkQmTX3#27bKF>O`s_M+0TYYAyml$I1ps(EO|5&UUIWnssGn=2MK
z8|NyJRtc{D+|NO27Y4rdW0YZkDTIWeS_4DmyLAEj=f?h{rn{Q+LWblM7(clTY8Bsg
z0jS+TW98v@UBJ8Dh36{d#}7zf9JJ_-m)yImw(V{r%x)5Tdly$RQoxy?_ta+rP7jwM
z!Wo)@9L7}>B}5SkOtT#I**2Yy3^)M`kr9>;31kHVNn|Fvv}iaK0r+2yFDOz`s;pzA
z^h|#r<{<pskzQGuI(4wt6Whawep<U+FkQba-Ce5-1&N)rJ@=xFh~k|p6btx4vJx&V
zm%bbfo$ttuB!+n393ZbcgxOmq;~o_%JaWn;C2SPzTvcV&q;oQ+P!^-I$cIrh;hS`k
zK93ID6d$T&KqC>*h4xt_n81KUv_h|P0lvBchW3<SOOmjUNZIK^@HBW>UD8A;1qqUk
z3gXmbIMO9Dy3cV^lR1b!Y|!jIXk*~W8Ht@zzid`+cpt1)a)A0%B{y>u*u{6FUMlqY
zDKZ#aRLm+~n$2Zsgcq#?k9Fk)f@7eA0&%oJ#m|JGiljAu4M8bO*HM(Bf7W+D6j>Y5
zYz%@}v)RD2Co+`X3t>>P`WnhmQ!Qg@TpktKpUACH0Ifz<vwsT>IM8<|aYX*W!!S`c
zOk6e8LZHG8OJ~l*U?qsT$T>0>zwd6%nS$LKMG^Zp4h!;VoO@qSg9eVJg8*3oA{9Jl
z7b92Lm|Gu#RkDa(6WTiXmcn`feS<ABxIM`sfIKCe$Z0g@wZvqv%Kyy+!`*VQ)V0hV
z`T9h2rds%lHm^$z{>qFLs&&|;KeE^{X916^kx3;{!T^m-x7<Zj<B*yfgAg=@wzxF%
z{*sm;32FVX*n5CL#hFU6^*YhA?RsfMPCH+F*lP0mE=!Qn9U=|VIIz>pLd>%M334Gr
z|DuAN-<m@~%FtBr8;dDy<5HkNj3?|AD2w3frywXE7wHd!U2l10Xq8%;_T!^SNnj?W
z6*&$5FzG!rHB1M-i0uunt0M6lDHT5Q68p^OMGUNo#zMe%>a)l^7_47fGk9)o^S&;e
ziee-ceYM+2iIJ%x?gEzITnbhdF?7#iD5giLdHQH2^2D!<>Ho&x9CwUvqZM)G6bk^F
zH0E_d&Ru61#5FuCN?p_M1xkS#>0g~@hm4o;?fJI@LSaZvf}*fBDG5JGVAiJS!bU`b
zVq%yFZg>c;fzA~w=kV1r%-*r~BHoIxV4uFmrRCy+SlMnajWqlB6^A7J_i&|9Ww}D2
zShH!{J^UB2n>!`YPzFNyz}=b(7x_;LkuSSnKXs{Bag9wO6s4lzEiqt1AGaR33gHK>
z1I@fe6UqivJJ0e5ky;uVCN)O0|4nd!ILG=h05-n+LNcKIOXg?XXLeG>00~s5UY*}l
z#yzf4sgW;X?Q2O%vI8*$-YBag@rCdR9@Zu|0qN12nz0n{ajB)$$LC)ZbTcSH>QRvP
z>v?f-7a3bCV<^v0MXUTvMmNA{r?$G(PRIr=0p*Yp_Zz6U&lo_^P^;$OY(*9mXmH@K
zT+pE;w!TatBeQMz+b|+f_9n;_OTlRLcl<UPLGX~Fg+>R3EWq!zEbjs^9^9ZtmD!Q&
z7D~Xz!vsj<e?);#x_#BNQuWr)0Fuz16*hrt7q`9ylft-&N^zl~kc;RKft9h>r>Q5f
z%}k*%HuN3_G)XM?!i~8kt5!vHS0iVNVSkxy0F&u}nJ+Db4ExA3G^&kQ@4J2TkfGc7
zWRxkckVj0CS6_)B59z{^DNAPT;*8L*s`kO4fg7NK<EC-isZX9c{_{&P2F@~rFP*8G
z|D>|j;3{qeWvzyTV+_=QXUg?67Q#ii+8H-!F2R=j4Gx9sPp?6>Pa9|&KpG4ZK!`Z3
z4v3LgLGu(hS=;9re%_nV_p;W9q$-`SrfZ0$`-iQ3qx0r!8x@L+(VYv%_V-LU7|d{=
zvr<EI{2EP@CiGeVpmZDuk>8=BO>`_M&86szX;GYb;3%bkfjz@K$;13gS8(xo-Z|Zx
zwCr_idASz7afbsp_9>b-_#HZep;6U`wrBV@{;ItgEll=DSZq}D`|JU%SM|-?%!;Io
zfo(pn{ZrX0j4!b2Ku--TMK<84@18|aA2Jh?%r|5`Fn6aa&1VU-A!K+8U$Dd!-j0}3
zwk!Ca!=IA)@>j<Hl@fvqu**|gZqR#_Q<f`V6fXmL0N3;B$|7fiscSnbsozf)9Y>$(
zo){#%xt=6?N@@S73gI|a;phFw(8RckG1jz_;gcP9-_PTj($h_rm_q9zF-9~=OcK2@
zk^DY$s@ghX?qd7_KFcb!&Eqfz@Y!s_zMxWX1!T@l!Cp)0o2F##ELmRxf6O_})OGEJ
zx_zz4v9UeVlYEpT!qK3dJ~s#jDp@A6ciV*DVz!Nx8z@m|I+vx$4}kr@(r6W(vq^|v
zqe@gm%ZVe0QadO!s`A3RH{3h3QUh^6IM~!eW3I~X==iROC7OSj-BqC?qZ?gq%Yh`q
z8O_3!fGZYu=M;<ZPxM_7!+Gj%VE(E5*zNwSx_gQV7b)P^aM5kifNpSJpACmXnr`O}
z`WGrTbM1UzM1+LCAvwBu18>kaRl?)(QWHI#E)Ny-TpE$1hT(Y*E=1Ca1g3aUB}6uZ
zKZ2e~Y4%;68hO?*u_I92uYlHUoEI^_&!7Im9`}6XQ-YCIIHc`J3Il2AYueG?c>tV~
zi%?EDPe{|kC22~CcAcgf#s3Zr+{gita7fY3{|4X!jr5(6{m-TzE*CwmK#tbYok7oy
zGPS<pjPKm4!D~HCZFsa|KN*Wwj&ROFZNXTKs3YCzeGZ~P2mFZgIcRZwWoZ5M$bnZ(
z)8QB7ZTQ0_UF>Hy1Fuq;_hqeQ^<h;Zts55&#P6px=Ue}Cm~D-le0nc^%D@}AqoCpT
zgaa}#j+mSORcVEi<LXUjPNirMJCwoD`yleS7eiNx#-8ufF2#gn&jSQT3ik_p6u%s-
zokqBbKKkD-5UN<9MnNpcB*c6V6UBso${6XuUl6@cKt72EEd}kJgUZ*OkgEy*wc$nr
zf{g!ood$Z!EKuhcDX5&x-y*C(#r$n;psc-tC7s4Q-{*Y5mH`c1N){v~MoS@rz)86-
z^F(1~0ExN47|TFx$lsbMP;#4p>2bVgrxe!vpyJD9Hp<+)NoDt+QZagXs`Pj6#5L+O
zC@4WljgM^FdRLiktUhU}Rdtwg>oz+%K6;y-o@aAvsF+xw18LAe$}t*g?x&@9LybG>
zznm+RWWW}uqZxeLc6(~=m3z+|$6MZ&Tpg75nC6GUjpno4VNRJg-Pv!q`?*+h89BO3
z>l5=-a_h-<Y3*Ln!{K%BKJ1ab`|F+hl?9t$--LHFBz-)Ljncl$mPIzNRYnuC<#mxs
zC$UF`fDz`X*6|~TUZW}U@NlN1f`q7$tl^k!?`sXl#~aT_YV&Gu^t}Cg0w;vt>&5@v
zc^zX=R_|fU%x`!htK(!|J13#}Vc4UpZhzdiWh`0?udA|x2R&i?gw&fN&Ofgx;Wc7t
zWj*{$*g>k0y5h43Ph*mxMl8A+^=*i>#+s_Ad&b;#df4_52HCg$oy&GMp%<;|l!K&p
z(}d>^R8Tgll;@4cJHxc;jtNzt?2i#e{;{daECIH(0lK$ViIs4ioBHr#U$e#)_hFJ5
zb1$>1;g>MWGE;1lM@zAxjbSwNgM4p&{B^9+9B2C4k?epxT9di;x;PGbloKeL^wJ6n
z;I*^pW*6wN2kTIjgxPDszDxmtUJ<`<NNC0JKf6OrCx3VSFKBxqEmuSN{!XO<(}g<9
zRkA-&)$(kCX{tvnmA3?vPTuDZ4liHh=djZ79BQAL>h|d!{Y4aWM{Z%rwd>C|74N!_
zwiT6YyASDFVYON3kr0+?iU+3aiuWeZEg}L)WAdF2u>5j0_;@1DftT2<u#`K7cRkLY
z(8XG)$A7s##w>nOHr!u)oM+?`m^iuo-fG(+E8{`4ZnMvr<FI+$cb#a>S)+-@v)_W9
zOEU-kttFBDL7y(L<dB};vgWIKb_oCnv4zXjnkgL`oc`K=o9>o_nw+J}O>NtX)P8Qm
z;A(ZOZBayfRs||8d|bcx{{(4U3K>37tZI+33B^W~arBu^>e4IcnNV6hjT5MS`dr`|
zjw8W*4CIJMHchYMSu(8CARR?g@uX-x*1U}0wzry3e@HB}^Xekh0WKF;i&z!YH-qxr
z#rD&*6|FqpU9j-(X(L17yM^Nvpq4`|I>2p&HUd*7F4%=1$=hP+Cc~}jIi16H1Ak|^
z_Xdwxt9ATh`kTRP#;IW?SqA)St>fa97L78oryJJ*R^c@Hu@T+kQoOv%lh&Z@c4iV-
zmXc0?jD|_Ru#?n{THjE7C~C=pn%d80Z;YZf+4ydjd!_WPgc|DQ{vYPE#%v%Z6j})e
z<u}W=6<lg91kEs~E_F{SxBY5@hc|;Oq`e(Q)i1JEzciW=zbu0`sP~#pAR|XNsNI!~
z|Cxu2_n%We9Sm5IO&{IG`sgSQ4W~!F+NL0pBIM59mD}t$Jjqx1eY$}TTz-wcFrN?D
zSBa-DUf%;tjBG;bc)mys-=#a}zG1y5xd|nB59|TRv#b8_>s^tsftl2_E(>37os~yP
zj<6$ozw?OnHxN=8#SlN5{v*kqQ*>NNtps$cfrmyGz%W;{Y+5pw970tI%TvseVam{f
z>g#^K(~`f~VOf!S;tuQW>O_e;RWB~Bww8#U4&#yy??5JA-O&B2y*ef#d2A4@e@iRv
zXd7N*=0lsj>{Oj=fZ6XO;`3y<*IxiP*96uqsZX1F*Nv5&w@<m*Ne;lalH0G(j28c?
zRUc?Zk5j5mGdY{PLN%$tXSH28{E;M%eL)eDLk|oBBYJSllOtrkSFfXT`s`|F?~xB~
z47tfu4`d|JPXdSVC%;{j@f`hd8&z#=bz=!wZ0$yJI0-Xio*cC(t1hWh`}}7k`d1&%
zh<hcv*3Y-OMxEa*6$cS`p#c{yzNKC^-92M9^@O>oMJ-T-9AgnlHPcbL>vy_*Sfa-j
zU#GB0b(Y!Wa$2O+@t%}b)c%>`4l2Arjfj95&VC>RRb=tH9el74v!3~h%8$D3YGsMl
zsKtNiSO;O)PHy#CmK$gx)X0m*sOTU`NNUKMVwf<mO;dMvNn0@(P#kf1PUCz{`gOke
zVmxZzJhL9N;TS2j4t_%NrSZB(f}?#{Eg9ll=(W?IyJ1I1TaWK1@gBiR+bNr>!;${b
zphR0*H_y$KaAKIj6u!v$e~GkV>lWc;+A2>=g@i1c%xOl-$et?rqgbht&M9l3{+ZJb
zEh+I`tJ~h5^J{rU_|Z!XfB_neQmah&AuMi17bva3rOHt1l`i2K)&BxHB^HDJ;gpCf
zWOUKgSKS+<A2A;AtX<(&Wut-Lr?S#P26gV``U2XqANs%CU+&Cl4wQc>E6R7nXv^wr
zeR^=DXoW(t!ph~7>(m2>to@UaW=*A3(RZ&Bk$gKxAD|7Y)1=2-`pk<C;f0XBSH6SR
zb3Y+QN--hs_uX?Fl*OJM^O|u-dHhNXpqSXn<^FBc#nVgml{ry1{n<cl%k#gP!u|wd
z0diA(!p82eL8b=}$~9Dz(3r$&q&+LOWVSS342sVkNQDI4u=*ff+@4YaJmXtouC_Lc
zc&V3@3{m1Y`C>tJoeYs>P&hsL5sMNoR3o&Bks*X})wcVJs-I-FB+BvV{9*Dz4IXN<
z9H&-+JmZ+Ul(AY8!ddsYVdw}74-W?q_TM6n2Cyk~4IL_DGw^M6IJ81Z8%s^?j^)t?
zr>|=4B0TF|>GwI7$EHSn)(QmjwmdeUzc5Nzcq!W#96uG(1>->Hb&)pka3VmwAQ15t
zs>{-pwKbSxcta*NEr7;L@HVDi6M>rHv{tPob^EkqoW!0Fs!iDDe%R6LV|*G}zTcNd
zizUYzT0s6?gcaP{+g`M`h3=E&B|^#QpiSi3)mmoq`l>j{TC$LoMNgLjTx;lLDR%v}
z(=jjWn5=(#FKztm3N-oRfK(N=#><OakYp<Cv8dNxGi%gGpYBE)v30(qzI4ZH!DFc9
zvZo+HC~p+H2ruf!Z}I0(uaMF*c0_G%L78^x2$d}+0QZ~zPF{C)?lGTaKA$6zyoVdV
zZ=X5F2li4494xjvzp8kwxnkj6W>sM7xy6+wT8w|`AHwi`w<@$Su`aJslI1?6!6Z9M
z<hr6s-rTdaxdD&!c)16dOXX$wQ=%cd22fbn;y5r6sIb2=S`Fg&)Fd7+y@8Uw2CGz)
zDbGsj>dcp$VKog{3>!h$ZuQ+VaC84QW>e9cW%JFO+~#MpY%tC=q{G30<E7~oy43f7
zfsx>&XH1+L&{_yC#MO+C;CbIbRkGZP_~n|sLlBbA)Z14I0{fTA=w$PuyIy3$cbt7B
zPeIM6D?kRd+TEjJGGco^dl^P@bD={9we8jDL3nLJBcx-H2=m=h?R6rqSE2WwNQW2j
zY!$6uXvOl0@G{tUDobh@$9or}eE;sq-~)0!Gjvn@kDi0#w}H#SBQSc)SU8z~8V|^s
z0O2g?2O2qC>P3BSsPP(oi*}&oxGDDGFcSp?vk*v{VWu*=MC1JaIuH#1+rl6XaxhfC
z>pphS)LEdL&0jvf-I%$kZS!zjRZvK0RG5#Qtp?Q*17MjXpvWPvg~1>ly%Q&M_d&82
z0%FszAi>E$Bpyjn`%e1FAoKOWKlLN8N0VojeQwT+n$k%eTGJ_OEyxFTV)}#~*Q0eO
zZL}JscBb#>n0aL){@Y^S?R|kA_cu-uyG-ib4wBLDY&p+qvt@v)q-J?uNqUmGc=mGH
zcHM2iT?dZ%XZI_<^kl=dXRAN;iQ7FtoX@^-uqD4XT~dr~RaO?wLVKZLjecg}gD}*8
zw^F~@6STMf<y5fJKwJ5Cbf>PBhnB44<s>$}f#$}b?*uD>vgt83jURG4@uLed<hmy3
zccUii>kfYqbl(HiUMd#r^xU^zH&DrPA40tBM;}nj$SU0qE~%tf`aiH;kHOh5t*@j}
zF1pW?dJl7vRj)VrRcEUoKvVP@IWjY1gxk%Nwe>d&)&~@>e&gE36m5>vBR5WW#uDm@
z?MtVJ-N+=GkLdrFfxtCb4LzR~#+Bfu6)2BBj;Xs4PaiX=Fo=((KfAO<ue$sIr|S3c
z=l0wzh0oqb2^9jJ$kH7-YHONKkv-rdNo1_bSgZ)VNMwP_)f4Q7;OtkJfzAuzqXf2h
zKGoEyyyloj2`oyDNp<QRS{{6tZsMZ|5*<DDz#H=nMLQA^PEwOg6%=g51Eb+O-QSXJ
zdCjulbBo#AgG7wXapWtoSa<A3KlPE@fEXcW(tl^FO~*SnCbWF?R-Xm(FDPF6tDL>P
zpS+J6Z{>Y{Cw9GjVfA2u8yod$yS<v#;y5zl*w>&sRuv*Q`ec3(nT5bn&!Oe6I3ehQ
z5aw-O!PG-a_HSK?1Y7MCI=%(cybUX^0;XPS%}pk9@iy7|j5TJCT)87f;>P^ZXh#Fy
z7+XKijhjH-oRpOh=h7)=W>}r?Og;GziSX1X{TfVf%ivsuuLa2q-He7`{iGOtZK2|v
zbjiI=E7JM~z-qtdSj@;a$yod3e9Rq#m=`PS>HdhFX_zqMzD69%YaQ(npp9!XLc|TR
z1{I?vJ=3cwDHV^$8>GmwqpB83f-5xilkg+L!OpNF<1WlZ(Jos`6wt7nbhu6Vgy8V&
zA--9)z+^FqrI;{o7${u*_OWq`NBO-2<YttT#Ys@p$cN)9zSlEL{=Uokx9fXBHJE7F
z*Hv*ZMxie)f@GKmbeg^arJ<}%3<8Q1G2T<dK@t7iwK-F3wQ85x-0ov$<z9c5MP!8`
z73`||@yaj0p%-Cc?}Yzqy}N-G;|%y=%PEwhRRxpmmO4RP`l8x*$`Y75(KB}YZAK!G
zw)pD^xxa`$5@@xozwGDF5*dBQYwwo{7gQF*$A?in(&z2U*enlFd=#>++0c`K+%coG
zrq5dB?Lbv&hwo_E>1!`vP}tX;k+Q?KG@P%UmiTq(&AF?>CLwKU92e#+@WB$fBj55z
z(LDxE2Z0VER>~{d=+`v$%ueHC#Qe60J~%tx*2c!!W7S+Q+R?A8s1Bl~#yEZgO&PN3
zVuLUtrZIHi#Wy3KWtQWi7397Y>QQGzQ%&y0EF>$meOjxfs1VN>(M+1`Rp;vwsgo%y
zmYXgsFa5OKwa+8Y!;U{u{8tgE+X~x`m%EibWd4p9A|0=j!CyNJZ-I#1;#InxA6SCq
zU>aj?nAC%-!lrdc>Dv~j1|6UfF<kP>bHgM09}rkOlvf0Q51@e0faA#xuyf&IS`j1j
zwCd1-55%i#!Diwi*aeM5{H9^V;+PlGwZ+87mwxPY0NHbJ1JKpt!5QjGPQEJGv$G|R
zpxKSGe6NN<Ij3{sqLsu&n@^cEhgnM!Bn1$>s|8+uVayWsp5UOZl!}qm2L;xO4kQVr
znXaH{Sv*4ETdGrW_<KS1E2)qnRuENhoSKsiY`*&g;G|LTKP72{4xMIbj*7w>rLfwE
zTAZuTXC^u0kafPu!oI5cyb#LLkk)9PfvQADJ)~;rDF(!Z*bCHRWU*kfG-z_O;#=iE
z7Y~uXqj06TeN5`Und0%|ahdg0PDQL@7*P+0@i(@mn!voZp|h}QRysDH*5@c$C}Nib
zcJo~JVO;2(e1F&^zTbPhTxK9V5I-Oyd<iao<#}qr5C8B29#wqy+L0~#3MOuPeXr|!
z6Fsu=W|UP^=I2ViE&zz7yCTsF;tiuS&M_AZ@)}S=Q{&n=C>86lxxhdWx#p;<jH~eA
zL@z`Q7>7YBE`t!p{3L74DvW<KL*`gTKnn20=qkgit1)Lm7g9A{vld`*E0aK?#28Y_
zTvKIC7oj7uGD!FL+ct@TLlOqX+)u~R@;*pq1~M60IgB~9>9aI-Nlu7pNZ7XIu@SKu
zZAN>YidNX-pQ-gLbH|3(Z4rxbOez%CmM+|r+0lPu$bzz(H$Sr*sw-8J^0jF$DN>j#
z4341gvC4TpXbV5UE0<kM(0#hX1sqEXoJ(usMvw!%rer;*E3gFg{Ve<R<05oX23unL
z>0vSM==T#)H@=xPNVu6&1~Oi)O2RI%8H%E-b&Qa!`Hw@#+hGR56Ur!_n;)_2#k5tZ
zN{%cnHWE_QzV98^ndhDdg~_^1%cc**tB?FnZ(C>t?tAOo{#_f?&{e;DoElzt=O6Fp
z#o|8sAU};U=sljvpSN@-%P-W1O86#yU(fsnG%0be4m~<ySHLJ^B+yszMJb~LWsD^c
zk;v<ooVYUAmS`})vOV7#vY{D2Dds{9=`wifaZ&<@XLK_e(j?5{s}b!Rgy*4MhIqyZ
zVVA}-JBcZJXa&->L11CvUD@}sYL)$kv9ieEUVmZ!N57SGaS=OGqx^`7WV$p_&85L;
zMXdW0KzYf=(2&w!SgFjw$;x;X$8(+9oDX_h&)e<tZDF*2iO4|fxxC4Wj)?V8ya}n^
zBW)ESxOCo4yEqV;YR5VF_lz+Hc26EwWOHDzhCbtwWK&TOWG@^vwM`>EVVEOYqey=X
zHXPJ1PgmVAM^1}YSXzP!@#F*53R9^wpoI^yR!>k1`*=q9<}FZTfpkyjDtL*}aoH{l
z4cMb4G0Ag1R?-wR^LEDGTIE@%)4J30WMiIu-r>C0wooZjrSq`fus~!ocwaT|eKDHt
zbM0_3@as#PcJ*du7lDKVRf=w;N{#3ebJ9-<h#Io(Rg!NXhkiBhgh|F|;T!~g&CnQi
z8A`3z3W0$LJr>NbZfx&a9sZsozgnR0ar8982#2(GOEJu;F>3hzXut7(07Zm|^b@&B
z<wxSfG2HTaWC-uZ_<j%4x8%R(whYK+o&AcV+Iz@BSt*!zR?iz|kpv^xgz$vu!q`7R
zw_;0iKJ}i#uQtI<EH+fy=WcW|`G7a_vyy#481+Q;B?r$T3>jrw&!Y&@twPNLw9`)?
zc0+>EgGDp~HjdO&d*srLQ@JmHjfl=-j#VF00d77Qpc}7G(V+@i08=$}zojrG8JW0~
z+Y$OsV(%;p+uM`|(jszeke;pU3$Zp`6z~uckWO;#%Tjqz)vS=JIomkudysZA=^IN0
zo$DQ%NVLTBcrb#;CuIMCHnp1^qBQb(Ip~^xZDZhdoP2v8&8~3K>+E{EVsB;e!AK~2
zk}7$UYJNI~?4q?cX6L`U8||1!a63<LGrZsj{|fApq83(&N^x6hff3i<2iu9tdE-ei
z0*iP$a0yrBD&D+d4AHcM-A4;cXHJET%_6W6;r!GKE7tye=tP!(#M51FAfuBnm$CuQ
z4ecJ>O$Q(GK)!np2P$U&Znu6k5}_c=FOwAOlGM*MEQ71sOEW@YYVUE08Cn~yr;fw_
zQB%sL?vRX>_^!)WpcZ{s-f*W}Z}$UExPYVnu8Jj%kcBo-JFLexSP1?d+!j9tpaxW!
zLQcM2WHS13>$}A!&lnkeK{$B$h+ww9m;bu)nQ9Ckj4cthMVK_AA6MHfwkalxYSL9_
zjkIOE4#_=^53}2k-Pi`pU@Q6-<HMOqgPBSF@HH(hAb12+kZ#v&X@&o0^x*ZT<5;g#
zts^t4gL{4D>Da@=rSpE{-2Gsw>yHn+_qp}$Im{?9H@!*+#x}O^J1SB*?Ob`=n+Kei
zhPsj^5@`^&HC=I1VBAL-tzE!zZPKjEdjETXbTmrLfc=-6xp<u&1i1-7QvRe<QJjd+
zk1?4qUwwze&Xc`XHnCnZ%gYhd!}y5IUt)9+b+LnJOl7i%qh{~1XNKz04`Qco)(&UX
z2)@_svYtt1JPD+2ZUfv*AC2KAj8p2d<j=n#mk_4&Oa^u*WdAuX<bR0V)qBqGdYysw
z_B?@AetRW)qjD~IeR;ddW`7-??0hqOs#pMZr#;@2gKHCZ7KqY>n+bPVOvjTVR^$^S
zVG0-7RCt&DOx+yt_JC?e{X7uOCeo0*QSO4TLy@PnCyW}E9F)okCgrkp%R&U=E-T~G
zps5@GO<5dJto$pd|KBobgUE^{K|1LqIGJ}VxLnp{MiIz`K5@b*`Oiq|e~|7AfdALh
z{r_J5EcmhCIY|`KpmJF6Mv_TaIc1Qw;NUjpU#h16UhGE>sPoqZxye%q-Xl_;9ZuPn
z_tIEKasTqJ!;gVF9)e=gh=11IdY;W*(+R!)UEPpGYu}j1*ye~o5!XG2@=c>wMBf24
z+KyKd2P}J_(bkQY{3rcVM-C{4Y%3Qf1rP#7m3=`R&!xPNvkS#UUGFc=+P<Z*f!`C>
z9MTZX+$AQ%=)mFk;BlBaYc}DX4dSKzm#^XfUxV}f23giofRA8eW9;bUU}9kXer0R;
z4S|)77(o1f!N|hK#>nxn+Z=!2=HVe`kTJ0_b22Ap<pkYRB4$u=voj%PP?tCSW@6+-
z%%J?;(CM!`lGX-hpg*Wt7=s>WXJIF1kT9_@Gj{@AGZHfh+gjN=DBBqrnIJHTm^fP)
znTR_WxDhi*+Blgw*x6bcIGGSTIeZ7bK*++$QNhGP*w)(4*2cufiI{_!LCnGm^cd*h
z_vb`RjBJffi23*s{{9wM@Y5+qa4;~ipE<9kW=KRK0tVf_;E*s#H~{_sT>NJc{xcK)
zvkLyR3jVVS{<8}HvkLyR3jW_-1$H<%qyfTU{{^;u2aNC7l8J?x{h!E^4e-AsOE$)T
zAWJ!7W?}}xccf?Y4hR3niAv%^|Mvi}Lc>HIOR;I)aUawE(567JRkWauTV!tvnNUgr
z6)jc)4PLPuOa&D>9vvJWGFC}I5fvI56ALmXuI)pZ_vHO5(fwfNL2BxKdB<IvOT{N<
z%THjgEkkH%Bsi2{LcMv^ca)Dpl{RNW0gS$2T-_*eU@;wJWH(mUbl^N}XDZL<DMSIw
z7p|YB8*b%aeT2sNI%C(th#M7FMyY1FF}JnA^xfLYs1?CB-E+0c**^P)`3Q`O0inRV
zF-jNT*!S}dt2WdPbOxu_!H#ht1PZ9)X<oqq3a5zuu1~_;NNClO6k}8XBxh-$Yq|^A
z5-eDjb4eX13rj|r8A;O3;|K27H{h^wRTtZ^@mtrQCWdM%&uRmGV-Yw`o0q}20}2*$
zyaCIXMX0J9a7<+nS2KV6FCS2vatz%=@O#_Kt%*&6e+-Ck4nGj0gs^@0OZmaS^T`6t
z2%ZD18;qzn7rGCSgcEhBPu0P%9x4Mg*C8_cgk!S*2i8OJ=jq$xU|&F>y7B?+yqu<Q
z)e;Qf4!*@M*j@}I<p9IfB9b9xh;2VCN2>smo8ht%L}mqvsc$no(;{#L_|1%kuiN*t
z-a@X(iZW-o(8CA*FvfZD5`Tw4F`;@JqQq;;D*kZ9k?;8s1hTmVccMC8WICmuzc~N=
z!NU_o;>_XeG?4RY&b4zsQnprlDiRAQpZs1Dopp)Km^)&SF>M*kh=T9+lusR{!WlvG
z$QEK{gUGlWJs~c#q_hLsVo=kKjsqr443)Qa1pQMG74COdX(q7Cy9o!9DF@7F6Vdoh
zg3Z0TyeXik3^D{ZTL5P+^m#?zr(^zOpTNVh-qCqyZMSU)t7(Tg!1Y5mYS><nP471Y
zx~;Dtv!v9K%lF0jNd}O!T*=x=)-i1(l9yw^Y=^j@vM^EqbPdt!r!(9{K~x#w^F7xE
zdqkh~cJw1}4%jjHGN-6FT@B9a0EZKhVSMPcfQ;s+E-Ib|eLuTzf>2ZmYE}D>jT%UN
zhCYn~_dxYFu?|BCRbd~C5DM|9^J}ACM^E)=*|$4$#ZBmLi1=P(nI)J@UJbSywy+3>
zBPE`j5`E}^-LT&@o|`Dsg4RWda_*<Z&B-(o1Ex&tQBH-<l`e@U22Q3g-=0{WZbM*%
zi6GdWFh64zVX3ltzuYDwQK-PoG5T7PjJU{SX83dy^N>cN9}=Nb6u`O|>ygv}Y+J^K
zq!7ZsfhpX({6GQQI9<564#+>qjv#>W4MGR2e|$6EvXd_v@t=L1<4@(#PG3y}Tdls2
zD(ZV~3@%)^^Th`IOzc61@`Z~D;G+R&&4G3Tq5)vpy3v|}nSf((V$9ko=%;S*7zCys
z`xsa`|GFH^1pl&4m=fs7O~U36g#Nk!Fx{Ummnfc4b^3&~WN<<P5^!IBM#7OAh9Kny
zm=mv{lJ%k2h_9l`_YuJh=f!#r36f)Q0yD%W$gqaK7ZA1t^9Vi0d>q0z#(M~&HBdm}
z4MOgXMjIS5Vgb10AV!dx!h&i8;$uWh_7L=9>PrFC0IVq<DT68CV>tU{rYO+VpGJTP
z`L!i5-+Y&I&Ps@+1Tm(OScvEZ%cfvBe#uWWI>G4lZP%2mla$kDWEZJZm9smuv!QuF
zdEjY9RrE9(WgBkjo7HsLkrNQf!8Ade1v&OV>=@dYHhZp$u3BruYIC34UAyvRK{5c<
zf-Pr}i2^pl`TZCM)ONHky#Clf695G^DTh$&;n|>=NWx;II7FL;%qed$*3rDtk3#%J
zDDoJmGjYUZDEBcKFw#R_`XslRkTD{0#<B76@rcqm(rD9|(qPgE(_C0a>&NQR>zC`J
z>ILgz%@NJZ%(>0=roD^v^H)TQCC$V?N+gS@3AjX_k*wjjin?RFTew5Ie|R*1G`dMX
z)H>9g@}Y{A*e2JB<E9C7ick^!Miv?8%~Z`a#F)bP2k_gB+PK8v(Cp8cL@)I~$zXFl
zV-{ofC8g1a9V86oc#e2*j8vM~(wNdLix7*b)I^Qgr6A6P2e@mKeep46S}1ILY%*-3
zB+MkGB(@}b)r7AB^S<-xx5SpXmar$>Y@iC=>9|^`T9hka8*LgjoUxs;oXzfde+T|{
zSsLU}K(R+*jzW#1jlw7JCy>r~&T!A@%s9&Un(>l>sNJsJs@<uLt39s`sV)6~koFe9
zaV%M)w!mVvEM}HvF*D0zW@cuVEM{43F*7qWGcz+YOBT~>UC+$k`Db_EAMv8QvQD1N
ztfZ4&(Uo7ETIF9ATJ2h0TCH0p;#9#k#pOs>NoU~1;bdsFXjN-nZ^dY3aS3{)b)R;>
zb9Z|bdu)E#e*k-sd?0#|zG}FdfV6=;g#HAz3(W{60aFca^#vAr6vYDd1;3X%mkgOu
z0e_a7kz$n0;u|)VyH=yR%a52|(gMk$lwy|fpOYabKOcg3Lux}tL!d*{g3rH{A>*Lt
ze4assLF6F6<F(+^;9vdzQt49m5c?^?KS{7vFt3+FG&(n8*J=o9$XL#W9Ii;GNUuoC
zG_1DR!P_CrAre+dNRm`0UnSp~!K!9|zjBNuCCK2&@YX=zfWmNN&~{LDm}F#b*drb-
z&N*Qs-V6U-oKKNJFiT=9k1#a5Nv~SZZ<~e0l*BrZKhJoW*ie7(b=YxOThTzlU2(jS
zQ`u0lPL8W|xwyGFzg$SRL@q@MP4QlVMh<UUXQpzFHTz2DOF>aZlXi`)y=~}nd?6J}
zz57)39Q1s1DN~)IUdhFLb=l5xO6}0{LES(-l;zE;lhsOML?ygxf#5+|`Oosm^Y3e-
zT;y%|Z4|B<w<y2KpBiq_0I!%MMz2NB4kQi42wW4Q6p|7u2p0-x!Fa|}#+*nlOg?2Y
zrRz&lOEgM>Pr6F^k)oJ5mRyoTme`;^sm`jBTJK^`ZYf%2QQ57Mq`s%pR*hN%UsGNO
z%xuKW#!OU?RNrEGvAA_+aRz<1zCy8lQRB7Qd0aWNRo&B?)2<)CBTgn-U{auDEM$yu
z0DS<4CXn!jTEG0d9I8BW&1Ds2?RXXHeEb}3?VujZa$@CeTwso9PTwY|H-d`;_iT3w
zqx$BYx?giwlZDGRojN^%OL>ra7wI}RAxSxEp|rv0Ui2c8yP3O*d!~K4oy?u=wf0r&
zLGsc3`QSks;_%Zh#ONo?PwDV4m<E^*%q9ejqz`hJYCpwA9KX`dGSqU1kx;Uha%teZ
zOS@?MO9-0vE}m1h+&E3hQGP`uiW<a;a+I~WlrNxAqkoe5oswut7eL3OpQdkpuDkxF
zzJNlCotn#vex3ELTkBNoqOI)N{~l-Yo|KPf%bhU#FmAC~+rVr1%~_OGbPvJ=;S-)q
zbm=d5!p8x=1V1?P7jjYZogfK##eDi)Ik_Nsa~$rJK)~BFPNbBjc;enDddPAZ<Ovvf
z?Du}&M~&x%2*X5_<J@q}r{%>v?z6tREM9e4q@7-W871464m(iUo85)pGuj2b=RNNJ
zt2W8|spxXd6xjeYCCsr@a5}rE*`7n^kq`fC_c396_V4Tfy^QTQhGyg9@#~B+&K3vi
z%hj73(gSm`Uh!-3t30~Ai;>h3T#d;_8QZ7>z5Tv9aovRe;j@tyidl+p)Hj;r#k~qb
z%2L`_jni&(mu8xA7ITkg5yzwEn`*!75Ei&95Y{Ujr(ETCjOM7S)W0{VS{u*eGublL
z)B)G&J6bt<-0t6&!KuMDTnw%?&3;`~aY=Z!Qu<;kFE*oQ?|!2pE;usE_3pM))}p3e
z-&D_K-e7)lUU}%^vhm=#0@?;KhERvc%)NYF*e;(_b62&zlT1BVz9OxVv3jm_Qhp?R
zQFJnQYI(S_yf9la<8@KAHS;_%n$Cq=iF=6Ufa%V?OUHP(dhj?K`U_1vNIx(^o3yRF
zZ5Uk_a|mw_i|Pl}ZL_O{<>@(A4~wQX&U!ocJ?=Z}XSS+q>OHO_kGI@SgTB~lg`L_f
zhl`*yymgPThepnrr{G8VDdVAuhW10xqh!Z4kNdc5$Fr5Fi`5O9SDD8tc4H0}c0Bfu
z)?ZgK&&H40{o8&d33)?%izwY<UBv*7i6&ILVxE6to^TNP`l$g3x&obt2dG^W#CsPU
z$eiXSU*{pstIWJ}!tm2E?`hZ|0Uq7iAzvw|6dDcRCV|})<h0q0>I_6o1j8)DIPFOF
zLv?(0xV?ydzb(@Z?RE2I+?5yF>bF?J7eRm3S*_E;2YpfeJjydNdprArQ{UEH-!#2w
zxx8!dZ$gr?9zjBZMq}|T>Y~e-E1Ztgjuj_u^!S*?7(cM^Sc({Mn1m?>sU%B%OKU8w
zmbe?9k2<#sPYrgkkL_mbhR>>=Q_gB|VL0NQfu+^x8xl$z(j(h0sCl%#?7Rgw=kc?2
zh+Qai*?wy*c3pZyuB>4qXNl<TCKPrZ<|ke+rg8<_5?ooijoq1&6_OR7El5mr=tP~`
zO|p<2PiD=o_86M7%&5~h(?dkIa<l(9m7j0ev0u6&+qc`dOSrBgTY_QEpl3VNZ0sn^
zY&@2@SsFM<Ps5|eph%;Bw*B1Jt3|Du<+YSUe<yZ6ho$H-r(MCYA=7?jLvej~l^n7h
z*z9&|2}k98&bZ#LzNRpxu`K6KQ^AyDsqH2c)Z<YHp@D#k7r}LW)cW37cCsGRe}0_q
zyFSS6=PCC-QxGum0<HjI>n9+vH=(a}2)`4A*ZG+DWM)U~reN;yayvy=RuySI-d=|%
zJWxWGN{YI%*S_)6{$twHPVacK_T_hP&~>CP!!Uz=Mlp|@m+qUL+q~1=>w?DyYscDq
z`Yn+~1m^|B!Bnr@K=JDG^3y{o{sJvuArgB)TZDLb3sP-xH6v0jl0(WNiikS;DSBHH
zQqn{<W0h15gRO~8bklUB^;OvQ)D;Dc1)2mBJI!kAQQlxGdRk+qe{pV7Y=J|n#Q6S6
zwWggsw90qgyt3i*Z?eTnW`@VNn9__JR*zLE6=N-uvIAl)f;8gq$$S-CWct}q9YxVe
zQB5%c4TgzxxF>=se)U18a%VHx^w^QChO7mRy-nbaY|U6!3s<!3TkQ-^%IOD8b|uOM
z&OsBF8-yKgZ`8ohKEHh!_}aSQ2vD*DbXB*8KF6-%BCm;b4ek~C9G1`(RcX0}Z6j}g
zzrViNk<yViSdQG_$@qQ8YkYm{_k+AD$SF4&k6EHdg3K6uu+?VwZE8wCqh>#X#$Y1t
zA)O)RncSN6{bnemAW_O3H4sIU@|>H&)9Goo<)%VhEA}pqt98<$>PpV|v0$V-j-wn|
z(?fR5Y3#`rbF~fCdSvcl7IprXW%Im{@x0ls@JP>IUwo!*q-<aXX<45m`rMf7tEbA-
zp~OMez?3Guv_VVNS`QbCE5ozz(^)zu7XxM`)^E%Z&-Cl<OPg--4rOp6P9lb!+X{rp
zruHZgarbA>R?F;%we$PtnBOrI`C<k4UXU+`3|}tEf7|ya{9O835o=AivE$i04mO@b
zNlU%@V*2~$D*Ji6Aa5PzX>RNGDgpTHC)hRiPU!X&Whrbu1X^Umfb<t?L{O7mQ&dxq
zqw(p1=u?bXbPV)^BrV#8N`=b(N|MTF`$c;*dr{jO`-)46tGgSfD`luyXjJGum;<X}
zBvF*`&qSeEqL895v8U1O6gcGi&8jM>L>yEs#P2d$d{@<SK6cR|1;zQ8T4lmq(mjeX
z>NkDydQ=%@V#_XPQ<hBZs?ETzflu4u5`mqUEmOHynL{`;?hM-YbT@RNAmUgQzKSWg
zd{_+X)GG*1l6P$Iz!7Rv#09bkCDhLvV{40RS}h6I2tgO`eK^j}q-XS(#IAQyp{>4c
z4NsHLu+Li8D`yp39Y~YdiO9KFu)ga2@cx+ox;^aO2;UFCzpQGC+WK9bhI~ya#G3-6
zQ`Z;LkGZ?NXu>+cnE1@o+F-ZQ^=UzHsQ2;JQj`tiB?b;btiT2*TO6#22R^cZOSEE~
zHCmKA+b-6|;bF0^G;F79iIhx5YIR~MogoG*qadNei~bDx%0XyLknSEMuO|6`aiS!C
zFhMLHN_(??&^@?5HQ)F1IPn=px-x>YW|^m}<zC>f<h?qX)%{%cT+<vH6D-sAxfoLt
zqg&l+hjV^i(V64(vd0z#IKnF)&Qa@|OQm_8da<$F#ZdcHf!IU@ygRO)ixv;%3%#}A
z8&glpV(@5DqxAg7KH6E~&U*{Ium{<uu2VATjl@CDWhyv+3o6hR2awG)h>kc&r|cIU
zcxB))Q50TZgjWwQd?1*gv<JIDzP!+dof0!hjXk435JZA7_E082J?Y{Yfa&t(B5Ee$
z2@wkGaxeOX=_7{G3gPYevBB1~dX6G}^Hs~bGGSx)C(&!r5va;rL}Nuw1sfe)zJ%05
z%kZ}**@WEp-|;^X)YXHmN)P1S;g^@H5j6kqmhR*;o?M=aD}M2PLkNi|FNT|em7cL%
zf-D7!_RJ_*$4MXHn$@Ujq_|71r#_%8d@bE0l_>ekMA8JwxZ;527*}6Rf5{-nxO4o5
zIIqxV!KOzRr*4MiH$s=Fglv|+>Rth2N@BxY5xJUaP<m(Pj3~+2n_mkGI`WB%?%58i
zY?>sza~hITX__9AJ2Cr*@t$SlWjM=cE4YUaC-8tb)lOi65OJ;^{LB|*z_fRTVHVe=
zKruH@p<U5v5qfrxASOdGW=Z(8U~hGH9)s(^f$YS7v3#H^bbj}AM09+z={(p$r$au7
z|DZ6am+0*BZly1#A1mhISbCa%a;1KMN9uoZAdV?9E?LFN=*7z7VJ|fBc|-qHwW20t
zH*B{I1u|`(vYNBzL_=e!sd`Ji8s(t;t3tRYkC(YIm8OT{PJ~gCQWxO9LZbPbE862`
zqB@9J`*$1r&C~A6+kN^>XogC=#v{1r*HLroQYs_LIVv9YrW&;;3Oz{=k9XdAb9hQ`
zw4Xg{e(;qbxRv$4AglQ>3L&^Ettvxo@UMTeZ9`CikW@lnqWblT=upxjkD5wg?ZXTQ
zsbxM-nmK?d4WCveEy82_&h(%4t#y@cI$lCtMM6q^V(A9!X355-3wlTw3MCCP3Y<re
zc!W-)SffgWl0VFdViY|<KSaNym7s5?b7H_?sH3&kw=$yBIWln6!SP8tLUKb5VjR#P
zU(>+WU|Mxrz4)>1BHC)`-t7M6WeH^87uJ`EpCusD5*m35Z4c@7tCR9eqkl$jdu$?O
zD6B1mRQ%Tg{E6(&QV|6Wg=9Hgxg&+P0w?J<`JKFd7OKE9=w+uB5XWo>a#!G|a&XeX
zWT9{Un53lnEu%<d6Y89msdf8xbk%Ty7quEeF%dtcn#K<_k~KS;ORS`?U8?1Elw*w}
z6Mi;iNT**|c38a!d+*^#=<Fd5OeR*&Y*Bs2`<fcnFH1L-pci;g+o#%ReCCmkpPpFh
z_2T``mmfPmTgd4Cv?XyGRjc2sYPmGTR{jH=tWL@l#SFzfJ&rw+s!1EwKI(pY4Z1??
zj)F)LXTjBKbWN#rP5Hess%oe*VA{3H<H_eO2TL<#?Ry*1D^I!yPO3XMH|Oo~fcY-m
z8S4til<3US3&t%C#s&?wKcy2*L1}H-+e2L=_ZxcSQ<83-D5?dhQ{`I{&~+EnBp5e7
zV<odefXpwDT(C#)txj~kY+5wBp05mMf%%zKhu=y^d-bs@DOkBQz^x!@0(iXf2rP(V
z5rcbewiz%bll9bKO9NmhF{anD7IHg;t4Z37MU0S*EOf7Rl8w2?2}iE|nZm+*mBz~_
z-a?2X<h^TBPS6|BBDpIV@vt`N-+%I^Z9-+q=#EH26KZ6;OntAa*w!X)7cUoM82o89
zA9ouo9!;ZEDDPhUTQfj-PJ&9cO)|zaG-#g5668h6a(X2<Lw`_L!EoEE-(ubP$1?ls
z{E*g=?&8o|)5zTH*^v`ZWCjO<E8#9=1u&lD2BBB7Hz;3iS6-IV7Jha-5-thi8Y&jf
zLCw9ro~qocPuFf7@+g7cw;A2N+QHw(Nm9c3k$E@?Bc4$)@da`3b(!10#|f9W#f|4C
z)~Ke)Et_;)s%lp2w^j3Y;?}?I96y~zvq-HIu1giF7KvLUcFef3G^v&uHrExd?Q`FC
zr3ptx8a9(QPyBAatKmAs8^omdYG-!eiyIr9JvpqJYZ&@+*s?1+I@^V?82N0>?Zy0t
z#G?Lkd)RPz5x9ZosgYij?#6~k%hQ2aL;E_jV?2@FrMHJ<O0HMrrRvzE^LP@nBsMgB
zUA%KVr+rAXpshUri>aV)WcDiZw|wBOm<#^zr^*-B=K4ELY@lu^Af=jx`FQd9c_ne(
z>MLmP_+K0EXEJeDmptCt3ktL3T)za{-Vd&Lbl=BR|8o=Luf2(nO$=swx_@nAFtPk&
z6GI&Uum}k7>)IO{;QzI=A&0N|&z%m2zio8<VP<3ifQ&spjijN0sV={@3%>ftUI;TC
zJw6K?z2*lZ;|QQ#81ZSuO%3ev)$!^7+7+SuKyl>o>Hnf{pqc(`m1us@FaJPzm_PD;
zwD5z~`BRaAu7j?HwJ|=;pBg_}0swcE4DIYqt*!8B=%^Y0R{rm(&!6H#)_`{W7ucf!
zz;ga1e020rqLQ+xqP!Y~h@pj(p@XTuu9V>iy7Q4HXlSo*XKLeMZ3oT#kBYxr0e~G-
zD?ocBb@k<}Ep@H_OCw}zXYU|jqHBlGKo3BTbpH{drvq#S{e=?!H4-eW&>v&<@u8!o
z{Ugu=fTWM(BSz1{iqF6bh<}_J81R_@T+{z@K>suCBmbYP{Rx>FS@D@!nebWY0h2<@
z2uNdMVZ>(v)bgSEsEvv4qsEW&tSodNT4)x)#DA0ngn*JC(qCl&`DyXl=s)<XKdFDO
zhlzm&z*7O*`L{DY8#DAr$&YK(f7AvzK5F|ovoigoPao+Y<p9TD{RE5!10B<!z5-+x
zCP3`~i(#Urg=S>^dyW4O^1p`u|KS>dQ2>1Y*DL)sv5bHL`#Ang>A#uzf3By0H@83L
zC#7o%FvS1CJS}vM?f<f~kCOa=B?zrf#RgbXRE(^2_;hTnECB0bVF4^fQNa2!)#tM^
zwlD-Vg@(^w{{uv0V*;4yhkbuUsQxlh0bQFvlp8b)9bo0kI~ZCj0rGu7bGm<-JUxJ3
zQ~3u7$3zE!;y$v7-~;A{hR@0P4=l&{0n171y8MX&=9>xnucZW_-VEsh)&ppQ+}{@L
zUy6S&_<z88%uIh}`Uk5A=nOL*z!3kh+}xfUjE(w%<Nmug&?iW5eBRbz7HZsHKOhlA
zY2Qr&;_o4--^H>8<q(cdWs3}cST5DA%_`yy)GHL&(g)XsG!(56N38X#vRPV$tXXhM
zr7cR)E7qtQpPEH8TE$px+qQ<ES;Qc&UaZ1gW;GTS+>SdK4Y4)8w>93s9C(a-y@l4W
ztl6a=EwSb6fC@|FwMU71nYmxLM6SEe(`4KT+d61??F7%<-V|WSJEgKZKHpyds0paj
z7}&n*8Q8VIqrkoiZN$&G!NnE`Etps*%_w>M{D4z1j$P(e(S)_|e))TA<@lzig!O*I
z=Ha*P<J)lwtJA8>{(jBv4Rl0;RqK(<t0#Bp%~`|t4jlDHS0b>y4(Bkg!I(u9c@n<I
zjv@M2j!v3{_5m&)=)O1Cth#Gb7II!ReQ7H;L5Mq+35SSxv(|liukT4cruH~~{>oLg
z$vReJUmo64pD2(>kCL7S4v}hzAL!E&6REm7!j6hdJCQ~QMjQLmbhP_fR+zQbz@x<W
z#VF~{@gCP=BDP5K`=HYGU_t6Dp_n7HOzTD+d_#@`&=R4v$;jeWZe~xvq`q&hB58ZP
zPt)FLfY*ft_@(j2{eBjfg4f;-vLPh4CBW?ziTWL>CFd{fJRV~I2J;59GeG?y{2Ce*
zsVNtjN7T;hsY`v<(d#sp-g|Jq)S2hQwy=Epu&ROK66+5Uxp@a;-+7tN4vw8CeuT1`
zD<<_oLry4PGgFf=4%b2r2RqRO0{lLhS5RO?!^L$9Jvz2kp3fx4M^{BNQwlyNY3p7Q
zRdosipPATV<72Ze@$(Zkm&cax2?%Rc`A;8`@nf`3^0geuNXjdpBGo4|Uf9M%Uvxy!
zOnoc##*~;ZEk?q;qTXMp-jYR@F2SRY=OO#rTz?hB2rge!2hUzg2`)cH2%2f+IK+rZ
zW-f^kTDrMKg>>*`nj_)5U_oWXkhq^)5?ibj>yB8*S2~7UA)12LDT#L9Ig55jI1}m~
za75cYW9Fq0pMs2?5$oP3`$K3XEGAF!cOR6~sov2nUv?<&ro#~)SXWXu&;>#^WKgIi
zQz&^w+-SbMma4N`X}=czGO+E`@&?@mZUiR82RQ_H0P=O{u-Q1K@gG>qy`+jqOz*FP
zeqih0(2MEpke6Y=I!{wb)sb(k*L>jVw8cBmGCtSWU8UK4V(ueD960Y;9OCb0T#@4m
zJRIb>)I?c`vGDdt2(P>-e}i?gH6RMXVCG%OyEtkxUF}G_^^wNAFdX}h(+|EyWrUQh
z!qAWT=3xZ-?tI0gFM#BY&@0b|Kx@!NDn;Hqk-myJu~(YKtCP=zVy<VF&*v~lkCSe~
zmuzY%WTa;)r;}h6%}qHvY%v;9<;SMVVNb`>kGuaJ`mzS7pO3T}5k?;wSP&TNon0lY
z@AFekX-u9<vY`sviIM7jj~!)XtE>Tul2Kb}_tP)6CxWc5@W}TdJcKGL3v`7Dk=TeT
zI!_-j^-GwTZh|fNE#U9pZ3VCN_fX;_Zy)oqlDW%073>9Xy!VgxTT<RdIV#$Ojc3kg
z)22Pd?v-6X9xkelq{ri7p3`z#xKzz8sxd`ibXYH&y0%%?pULlY?F)}>RHIV~#J|Qj
zlq#M$TQ)4;-c`T0M1<|6?&uDTjFTROk4LiNnJ(1Q)O&sU4f%`VU;{B-U|FeVCw3&t
zb9%52DE#x|AvC@R2FthgPQ@L=M2PU@3VPzjDAnD*+E8k<68l@2Z_Sx{V$GSopow4z
zg|z(PmqPiW5E8&O<T~4E<{P_97H9sKS8<WhXv$*U3zv&;a~WUHgE|s*$=WO+Uhecq
zcy)C{dg&#^LU)jEFcVZEV14^>&?CEbOgPQ39lESAPG#%sI3serxx7z+4Q}s&a6fT^
zxFB6B@{aiMp*&}xzku?x;_F_4grcFI1faP3^ubVS>3l?0T06JFP-!Y%eEL@Yl5}OO
z68IJ)fsuxdU{k%(Ge4n2i~>u6SV5#hXnf)XZ-jNh#s7RqukuQl8IcD<iK0^kBo3zX
zty2y-9=cM&`|qmi(R_j)S$TC+j4WPUsw#}>ZDa+mG_Ak_I5B=o-b_M9J`fZ-t3C%t
zt3DSHZm}IG{rr(td6eoktu8Y<NIhB-K`O0O<p2$7=mT({cZ!XaAMsxKL)Z>(AeP^-
zxva3sB%;iWtC5)M0-vXg%zD4ZzRjth13dlUb`5zMPLOh@3(gx|h&I~R_V!=5>*#V~
zVof}Q_FXOaX?GADz?5!udNpq&d;0%O)H>Uv>fZ3RACwHf6sDvwT#@Vk7F!8TQpyii
zBJ<yi%pYmIrk+4Z%Hr_xN7csioC`5DKf$d6F5BrE>niA(S(|!LDR|s&5YAuHE;byt
zZ`FgWT8?0MN_e!-3^(FU*d-Y27)=PV%zYed8B24(j?Dl<C%c*s4pn6Ys){fSKsP@H
za$@o?HNH)7(jZdui9=D1;v`sjh!*1fEGK>xGA8<238&k3LFVB;Ltlz^(@jK&U#U~s
zdS|+>@h<}Qge#v`7}cZCZ0Nk<hgpH9rZ$=gD?QkDHbV|5rK%}>GU_F*kr&5%-~84T
z&e`mRE}WK9nk6~J2Ygym+WMWZzUjq8$Rcj?!nf3b+pTeSmdML9@|4fKK<}&d2XS_E
zH#+frCLD`jaRm4BH@qz<ski|fjJ_PsiYQ>v9IF(zDrsZv=kV{)tb*q0Y6A(aXeWp4
zt{Jpey}Kou2mQPU#I-pNe2z_AU2-8c3v8qluA!+HSR!{y%Ucl`s0BA!0_@7fTLFGJ
z2h@g{sSNtt%=_P!{Ln@Qx^lr7>np+N(mPU1ZgH1dd*By+KNO+bD7M;$TYl7#PvSs3
zLP(5h>=p0cpd^@Snf|^z{fbQH)+&_8Nqw40$1}OUp?&1g!a?!+dWIu>uk_6=QYfdT
zpnl(@{bjyrjS+X``Sr1?Xe}4C9u02*UzzGlf^EomY{(s<LqBn)MoL9I2U$2XP|~SP
z#4^<{Jj{g=$bkal-8DE|T5C3v!9h5kx0p60i$R^(r{N1{-U8`q-uMQ^F^0u{5{__5
z$N2I%1|Q<DB6#{azI^sU1&F^ZrLN=fX_w1^c)yO}uK*jI@sbFdeha}Cj1?9gUmA2x
zRKP+$=B1WVL@o{yN|YGCoY$c~J%?X8P3uY9+G;J__R@S7k*}pihE!m{t)fr+Hh$Oq
z2=n%4rL9hT28G68+EC_ZQtn0gOHznxUcr=d%|mk@WvM#D;6&9UW&uC)TaZPO0g+x9
zEf5-KR6li&fi~tK|IDud@ajokRDcMoYJv{~XOQJX$@uTeP($>D;HKPCq+S$EzU4_?
zq=oQlRV2A%{})j+HdP3=(G>I1l%7_=`F{*z95w-N(n@~)fZ3+2ngzMb{)t|_njlN}
zE!P(Cdkgdet%~}&RL3xw_9_1Yx-aI%6*E+@FJA}{+S_60TI7$59gPaTMQ`%aJyiGX
z(KxWCUS(Uqu<Hgw6xTeSH)WZ;>$IYOy%5>Uzroe*M;`>g(XY2jD3Q#QyN-+?m(XM0
zoCw)(BMRVZ(^B?iXR(>YPi!!3?w7mMF?60+4&x9fah{$LyMm~z&Ge>5u{ksid9m}C
z_jL)W9McKyZ+@B*vDE;JGACjAH8)0p1;!~!a#hw_rm%d}<)*@DJO=Q!0y=L&owC!S
z<))a3S?&>xmJk1G-Cl8L`gW$~bU+j-A;L}3U9RLma#=HA$dgl@@yQC59oXbZ<S;JR
zJ`8lSMQgqZmwkc7p*(2(cJf06`1L&0Ku9~uvgi7{QpK}#emjv02sP93%P#+yl+LB*
z8X6*+k<Zk=C$?ckjW{UA)R~pakInIUv-v7CO3AZRAYN5>1p+(cT`q+zR?fZ9T3*y<
zL0STHM+&#Rb7;lqQbGM^{DO_T*>~R4SWd*QeJ)<BW~ejeu&Ffcj5A9O6%!{GXzjqZ
ze9oVD;h7xBvg=(9F^ETG$Kkd|H`CE+M-&6Flup5KtrSrHw=bk%vC3NEw^d@LVo<$b
zwxt9+=myv^Z{iQw|8Z;Lb>wBJjSrX~WsM)~kgMb%WCY8OQyH6539bUAV8`UJ$uS61
zCNQ35*riYywLr2$sje?#nGIoM{qo)$W@LNUtdCMqbTAn~^$ZPft;?>SegnOVh&yat
z;_QD-5W^PxrH_A6FJc#L=hVmNJ{6B<-N_=;-oUxm+*wh=398C(rs-OF`AZwHHu;f5
z|A-H-b+@Q(B^I7R1^B*t;N!^jf?R}YptFuBku5&HSPy?G@TUU{#V%ztHqUw&7xiXS
zzBo*tudA%wb8hc=9!{PMdBWThu8NiLhkzfmdc8XKLD@*dW4^DTU4n=ZqO_k?Ykn(&
zqcKccfG3af)?k=0gN_+xF2ORU_!#|BGX5pXkbbwp8WAZs_t(x^#@FnCscL~G-o+O$
zO^vsS*X7v@e2vxRF;w}E!L9a3T$IMRlmB;-<oQaQWTl>t=W?2!A8<FPG7x_i;U!M?
z{7EjWtxHThPf$4Hh|_Nr=6D;lC##?5Gr2-s!C>Lkq!VvRiKH1how7h26-4P1TVp&T
zQ_qD`J9@xD0lL+-WU-L`X5*O2a4>jIIY2tx#phPKd9%-cI&U)0!$?%y$i5l~0*&j(
zu{9ylpo;MOpy1~0yjx*nk~`E;n3Of~mQ7CG?Ebk~z{tFCWakWCeZVjSVcxz1;dcA}
zE9B4;3;g`-C{0yS;7IL=+HZmFx4_=lUyXQ3_X69VBC80&&jhwS#OFbOS4!vepRBR=
zVh4ry>FV1qs$est{x@RlpR^hIsP9V{?AM(mqG-5?r9mDuDv`G6_LHowT^leecm^#u
z;bKBg&+fp>pZz{-X`@D$$nUlp3)!EnUTh%YB%h6+7lCu-tv#lz24$wEj#}-2ixcBr
z8urZ3^HL)X2aRQ{@w}f-U)^gSz}$@)xEYn`mCHZ)xrM$|R>XQo9&q`HEw8Ps#&4I_
zf_HKQ-_k<IB5p3@$C)ws47L$Qrj&d07_Oav4Ya*BIucq`k*ZDp^(lkRK9I*{U*e3!
zv<$!W4aDaK_>^Z-jUa50uPFSQ;ya?!1T$>or%lCfD+W#KbS4Uydc;cO$D0P2j@PB-
zNCfGt+1;V#_ifqsw!4Fu7>dUWcL-MUcnOeqwy?UNWug(`$PvK?+3~svcI@`Ux5=3E
z*;Xo{YER68FeII<I`B3~HXNIrn}nNmoraw^K*L#d*lE!d0|pshXm&za?(5*iE5xnD
zxA?^Cf%+ko-yk^%1ATu*!=Fwia;6b*PA29W_aur=GaT$Pt`Xan@)V}X(DV>a#qukZ
zdOSaP-J@(rl+DyBKWJDrZ{p$%qc#ib8%vMB6(zLx2|mwzzEvsDMi}HOY%j&Nsw|`8
zEL$T|wun7iDwQeqDW5+!jmIHT%%<#6Ry{Re8moK>Trxdo7-GL1rhC~~gYrdAh1}^a
z`?AVB$7Y>98Uv<o&KBbe%qr<)d5xJu+nRZl#HqCU=*BR#IDUW5{tngS+ns_Xjc|J5
z*y45%Cy~0(Lvcps=2pSO!}epNYTECfw1VP+ex~3#By=X}q!W`e#^Q9Rl1`2Pjk?&Y
zh|wZ$kib%w%2Hrld4%q0!_sgQRZMfn(p>YPY_ndc7)@79)+Z}h>*^{fXkT1PnKNMm
zU3opV#oT!Sjhl<4w?{n^0T!n)aP-?&M4bD5H{PgM1hcVE_`~NeX$DZTT0e2$JV;WF
zsQJhgt}o_vN8r)*OR-G4z=7{WVBAXT+YQh(rMr*wMaqQ<yv#Nj%)bo02p1Y=k;qn&
zzZWj&TYa6Y)5Y$A1QGhNCk?gy^TAy3g^BPD^Rrj@&kmtpZKCap&sPioQe*uk$8OV%
zZGtE%V@}Tye4VM?CGj+sZ0dbMuNa_KICrukyp@?B>!Zlbshvvp*B=)<Gxwr#al1#R
zcrNyIzVPXaDC_&_%BP;lEt~$>mLzC)H(vC1KR$M~lHY9fByfa77Lqr^z_l-8UFubS
zdh9g;K`MN~KEE>e>v`>0ON1o}q2Ur@l;myZ@+WEsAT^jmo7rF7g>e!%G-?YanY6Vw
zB<Hno9=v3PPhFFPmM}1N&j#VM)G#zMUWxl_!A0qvt<XjrvpZ3?^uMh{Dmc&%MOOoP
z#w`x7fWUHtz}PIcfANw>l^F*$mod)CGcF0E#||nA;h~kGVkLd;Xq{yG>cn0LQxKt;
z-%_fLh)rRA8=*$T#ch546ywuvBET#=T9B<Kub2=XVkSv1cPxhpEEa6Mm|+^-q0kZp
znT~Xxc~F2a$&t=d*@pFlm~G^ic&G`?rHD29tMx8{YIpM!CGz*8t-w{%aJ6G1RUuW%
z`)XoqoQ!0&c9vHz-M4bQmo(yrG>Qx~NG+8g3W;%sjX0j*n0(#6M#(1nKNkrya`JLf
zpXT#fWJpdl_SN$RT9V+U*wG&Ee)w!uv(gNzp*<<J`#yFMTVy?&zW#2$q<SDa19Qho
z^F)_{o%F$=N}Te&YFTg#1uj98m7x&kqp~Zjk20@=OjX;J0?4RMN}(Dh-^=F+7t8?a
z!8)~FwLfYYh#)-c)6@#**{on!(b}y0dfhey#Py4EY;0^!6<d}Fm|(60Bct&%QO1ZD
zm$%(>3#a=b_Z?Qx3q9?P?Y13OrIOHlvFjYxAD^CPczqA5>R`X9Ues=3V*}i$iS4U^
zMJU2WC~kh7|CgY=+F|!**2ARVz<_v+R%6*dm+n??t7J`KM3@bh&RpOT{WG3+dU|4F
z`K!s+p1kpR>bCKZnRp)`-SK;T)}V**fru<yiUYdhz84j)mniHkS!R)+-!J)PgR*NN
zZbdlC-8O+tx`$T3cWKskX(E4||HmNqH@PqtDC>$!)2EZEu;LV_Fu%mwbMvpRXIfwZ
z2C>w3fahu71Y>FC&`j;N@cLX@w2F{E)!lKGm0|M99G=Q<=v<5~khMP@$A^^E@TU*8
zl<GCNab-jtE>Ckk-rY&et`XPbV63{8-p%qL9OP)?Qi=H1_FN|9TqYnr1I^Le?Ihd{
z>rKC5v_ec@fgHEVz!>P64)%g1spN8qvqpgK1CaqYfR2MwgW!T{fO8_?hdcLpLYmVk
zx-JgI#}X{Cf|<HYhR@7aKBhLV6Ppw(bG(q<@LQa8@h|vX893M+jE;8|b{J1?*lGft
z1xUXu<((WV)O)VYsoq(sZ@#Z`$XhrYIq$ZB>r2_EkfB64x&4lR&^g%T&sa!Lquvve
zrw%RRLPeahYO4hkhw_H<s3c+vwF)zj4kS++`p!ba0BsXO;pmYqeEHOEPBD><-6Y%y
z+JZoQWBH3s4%H44)~|keXteIvBhwF|yI|7ZPtAPMVq6P?c8t8mLooMLl&2gHuiXM@
z=dZMA5B7E2SvkT8Q&)Z$90>l4TC(ow_H}yUtAho#NK1*pyz*S2j6&eq^3}uM82e=J
z^0>4x?>i$fcu3r~+qzqCJ<>R@wU?raDXE{F2&2Z!Ils{n900-X$%1dm_^JC41vtt~
z4W5csN}tgD$Ty0B^@HXfvEIs;_qy5k+KvZfy(X%gxLT`wTvpWaMdd%tF#-Fsj4j~K
zbH?>f!u*UfXa^rA1Cq6I;9Yqt<9iI9*TVOOlsbF)+kbxP;p)2ABfErwYpbdBc9tT!
zPDXYS7Jt_7aLVIRRZ(xA`2y`E>bqD<b4aK!>gKDi%%C2Etmmt@WM;u&HuElN>FA31
zp$;SzVcmm^uts)$Z(=g;4!2?)U0tkk^83bu1v(0X3fut9m>GjQ&+QTegiYS9>&qyQ
z$OpYe767joVhMH%mJ0O3%)5Py3yb?nrU3GlFgV(<m47NTSZ!68QHqdFEq;U|wC*g3
zv`(ar&0<>&Rplq9g83K+pLr;F_O?&!Vusz1mM2g>uYOCoUdl(hzA(gM3+WJ|zRcxp
z^ERDR@;G_i7z%@6WkO4SaaLReEWZGg>aX=oMRQbAK^%+o$P|WwdX{S1RW*0<3uRBq
zS_M}1{;x{XDgD&_%LXZnASs9b;T$pnIU}jQs%)2VY;bj$<o)7Q!q}$d>D^4Axk3w=
zZuH<`X?C;DgxzddpT~o<z5oKCBSC+Afa3F3>Q5V~ucJ@_{}2UP3y`-UYh1v1Z{gUQ
z8rDT}JIw;cf*EU47wl9o^2@7Dn(JYz4TWfX<xK4_G%5yGIFyGb)WO!xVQ)!e=1fw^
z<wSd*vW=jhiJY`kNVz?8WmxH>!bls-=g}}Iz(F6&q9#oU4kzSkcXkC{&@Kt0)}(NZ
z*xnj9^2+J;nsH!|w<qDPQjTA>L&9MBS+-50p4+jMacVQxDj9d#-v(-mMK10PHr}`^
zDy+3Hrc&VCnAD#+h6!TmG$i*R9{A0~r;`&|wW#rM!zpo#VIS>#vJPG75)&+axBY>c
zbps_|@>1`Q;)n=C&CrJ*XKf+dOK$Pc3<n*{S}Ud&&+<-eM^S^wi6>Vp#nPpfV-y}`
zqUN9@NwyEep%A)3!?`Mdbu&3;gqUqg!qoH6yB5$Xh*~g$zj+%lkdFwZ6lv<i(CF9w
zj$bpLCngSEiVq{Mq~t@yUn1ARQxhEZ7#Uo)Q`7-Aop08Tf~5k2FE@!R8IYAenVfg!
zCgWbtn~dxy>BlztNoI!Ye+XO+d}=0#U$qdY4Y|9wz+1YD^y4jQ+4++?F<Pc(+**qx
z(W6UUPWa6|)O>e))at5^$fe@FqVdEv?s4yO&f|n}%i2-9j;n3`ES*zs!~LSlKxr!I
z57-NcrKO1QCUvcpFSk^*66|UsShYLCtzYVDm20C6n?-HEGZW0IMW9{rgNMzh=ahw!
zA}IL?8%N;4JUN`Pw@LG`w<pjn2t8i+s!V3dSjm5bcy7?Q58F-cPcIR5r8*L?wIoDq
zt+lMyf|79%7V6IZjwnQ9hDLIdRWeT@N5cZvBgLmoZqR^Stq#3J6>u8Q?<Ag;fDiF3
zY~%j%AlQTKYk-z-Di}y22gw#(C(+9<2=Zbvlw_DhQB>+*c|t+S{bphMw@fy$N+C>@
zip1wwSZqI340mwwWT%ZB$^=L{-g?aCSKDjMN8Yk~<k#iT(`%seMcAw)ziYY+9Ui7Y
zw%wnaU+GQiKqu(qe4jGm@7$rW6eq6cfG@CvQQt{R($S+lF|B_%yRsW}Iq*Ui&(U*f
z95|SO0~63EnSI2zexrN)w$00N<}Vi@y&J=ad2Aa==*8h({R!uU;|9552z9WO+-M|J
z*_Egps#IZc5G8%pz6OAycm;@3C4(D{M#<Hdu<C~(7@ujT5tQMh>=9J49DOx1^BQ&@
z5N=*mGw<w@1o$m7Jg$?a@*gUnYeR~SVon}pFT(PDBw=PX{FQo`^?ho<*vOwKG!#O~
zGdQ35i;`EMvzI}t(Xll}7maQCCtPrM2jon{&0Hjfb(>$}lah^Pi$~v`L0cB03geC?
zM;Y{O8_4Irg|^iO<ZH0uhm~_KZ0)#fEFlcDUiooJ90MD$+_{VNM|*unBi;z-3X(K`
z)#yr9L>8<wH8463mRIih@rAK5`n|-m&TD(;{S4xT;TqfV%~RgX*dP%16FHJ5sLmL)
zS7=QE^MFr$i63;mH(@kh=cZpcFthkBMMADm>$T%#8=jyK!CK2C`U94q_%zVDFG}9e
zgIyNPLq}iu!8TBd0p2kFYo_CD(mZISYg(Yx2UiaU8LQaDE0s?yPbXLTQHX=Ph)#v@
zC0N=q$r>_L``|{EWJq`ZmSYV1ukD4B3_GW%kw(VL;W0@whI}$*FVP5fPW^49+N-K=
zsR)Yw%kH)iLLD=*&`EMv5(A~P5LOS7P*wH@Iit+a2)4#xNwI?#j_1e8>!)1SCk#kk
zSe*O&sS;aE=XQuxTx=|L0zvN`x6bDdq;6HB;bX^7w(C4Ll@+c!ofmklGG`pDn+N=^
ztu1YBZk%bj7iQKMn9>OmVFP+Q!eV(jJ68`6vR{RC)Ro+1DN=ND-#?oh4!51$UiCLO
zwWqh|D~%VGFVVRN)m1}NA)W2({rJ6n4Y?hCT88FGyrdq@HD5@yx4rqUiBlB7v$Q4c
z<o^kCq%Mb3YTGq>9tCyKtW9oJh40OEZZPkqwP<rZ`OQ*M|E%&7WF7;nq<=Yum?FaY
z3}b^jG0H3#H+Xe8XK@lFS$$WF=JsJ%V_9NpBsT7ewFy!wuBjbE+>Vli{vzh(J!oy^
z=KM$2bY#Yy?S4=4-uJ_-QEqWAux?2#96LiXEF4Yr=e)vYk_$N}U7R2iDobY;{moCk
zK>yvp>0^bXV@F+VVG8d%@^1=X_D<p~alZt~D#@7T^||QB5z&lhK@{CZZCDElR8&>8
z>5dql84lOfa;HlOI{y~tI^ynVh`v&Nk*#4ut%YI;(J@u0XO%;2Au}Rt#@WivYoj=R
zFfbA?En||C3~B*IrA!*bP3c=&p0$8toq63-ictx3Lh~Rsr`^27NU6R1+B*-s^us^s
z^Mve@wz?@JpL8w_Q-p%{au>r<L~&%@a$}uVzFa^@dkb*_%C}XMJkEeLTi08p*JiEs
z7*wap-!Tj|HQ>_hwCHuLaK&GIkF$bE&7=dOBle*J>dWE~rYZFC&48LcQ4GWU%<3C9
zf})OMlrL&Gk#k9--5tw(%@wR?M@ZpJb!=TIW{LY?n*xMraAeDdwbxW?;+$G^eCtZ=
z+WHaZxr1EC=901`NhX8N(ccLUbIu%^ge+zmeiyIhw<jeHv@_lVZwbIigKjXsS5S2H
z-jIHZ_v*a4P?NUWoT)JmkcU7GP>1KP_L5}{ZrZPO1;L-<QOLQ^7QLWIln-*uU-g+G
zZ2aZFOO0)8#u~ZmQ}EfLa1ixW4g(dX<83q;0+;o56|MaJ^*(*SfBA%_eekTp<0`bX
zMD;A%!BGFcQwWI|;VB>}*j3X+uZ*dq)S;_+i~p4jPjVK{yx(`hU-W3K%@s`?A@7*4
z1Xq)it69a>q3ZXc-qBRwG|OL+LohzIoMCi&&2P)F18*I_lSO%yMOKtG7LGrEIajLS
zJD92u9ouF>@Q`?zd=bedn=Dq4ES{Bm*5bqWiSm@~zC^<>F)H=gef`?xu>Rs{3w#j^
z!P@r8Xva&|En3-(<#KX!^AnG9`O1~%DO2CA^)vO8X7`5pMK;W#9`^v6Y$hh+h*v15
z+`41#0!{eg*ktc4Jplr7MeaO#+DJUY@%#dag5-#%$+A{XoEZgfCPX-^oN_X5_Qh#+
zkQ_l$PsmsgD4Xr;Zm?Edmyz9oCKYEjxBGdRs6$FK4i4Kz5}d%|vk|V8jNw-r0@%$i
zP$Dv1&ct{Tv&+elD@=qFb-(b*H~7N_qoMG!MT@hYrEoF<q^b185<?41;?_!^eK-Lb
zXsGk;i7I1aoXxcZ$72>b*cPi7=&n}VYE5e%u&q2a;LC<5?ZdS0hQ}POP!RSU?cuU_
zv2hTxEM<cQFSLUwPY5(0n$q`u%U3k(@Qs$ZtC%!hX5YDYrP`2ztCJ%rC!Cdtdt4`-
z3>VDjt(HYAX20=Ht=g!AMb4FhyBg5bi6!kyn(6}LCsxk_;X6Spx0hVkiS?@_&70t=
zodPQ^&%52Jo|u6vbC)|WVDJYh;{OIR{GfL}h#odt7PfzKeE^K@|I79LVekIsaqGVW
z^CZMXL===L`0Pw|EhH8G6UqBPs{kzEe*t*^zmdETKJVX%ynmy!{^>{TzaYf_na=u;
zHvR{fg|AM<3_zNw80eYs=|6x!0361w3H?8DS+oG)>Tg^YprQZbvhZ2xnEyam|HfrO
z14j36To&7(EC4PG0CD||%K|tq`!6o*qaA<evOXZtf8(<LNrnE+X&Un%dh=gg7NA#v
z*8ShynFXjqxgaanbKkEYlVBZv8eA4tp2>}J&?D~rge1W(4#9}8-f2ZD0)YetNs5Gu
z=5K`TV`T3FPt>?c|Ls`*8;$|Hw*a!E5b_pz&JJ|;&FmvMUq?ZN`tfT+GvD@2iZaVP
z+d;bhxzq7%nR;5Dczm54eSpX>=k@J<c>3~F)XLN!BMHS-u41TBO;^hikD>avKA}G)
zGA6VgX6mY3?_4jt>*tM@q_lW|I?VjK3qNClao1X2O=Icbo|4*}WZ(U;b#sDryxHEz
z+S!?LD=b-Hp|JuRh_jsKSmsFRKXL1#IZ~O%yf^mD&gG#By7p2T^)msAie>W<-8tm0
z=B<{68Y7llj^(7!qCO*ScU(zGX-|(~Kc_G+pEG%x6z+k}vr#!}ylLU$8E=SU!kGKi
zqm4N^F1O^2GPiu#!nFZ-{ckui)d9`AK=^jFm2>>g10P+g6tD(tq{}rnmtNvvr~+%N
z?AEaqo<_2oCZ)n}6+Ic0TAW2tY!KvRqHEncpK@^iPTWmI8*JJyK4K-%wV*BD^4_Yu
zP;P>bi^V~~7PVvjuJYeW)4&{fe}UG1N`xH+t_NuWs@WoAI_oq86ojXZQ8o~&5AR)N
zAi{#1Z?lmtlC_LbOfkZmJ1+sH<2E%5ThRP$PZ8M^j*cR)t@dT7Cq$34EtAoIyyc6$
zm|F>hAUJB0Pq4E${ToOgy%4-BFDxnCCWt%}qgK>9*Q{pq$uF6oP}JykzXUE&D5Im5
z)Y1kWJ>#c`x_AzZ^-w+Y-FVfG%8w}?O_u@P`ot4{P4NCp=|-M@KU1-j8qh*mR+z*`
z^4OTKc$WxY<2s~Ccu{B}7QwJV#z9cuxC_HO$Qb%F<;p==y%1*mH~OmA!6f%CcwK`!
za_+BL2o3ec-C(=qk<hTgYzY`xsB?{Dg&t3$tb>ShRvTvq3qkcD6{kh$h~;RzKclEd
z*}`DUzR5Nm+j7cyVDRu^cGAUsL4W*I)QOA_=>TLTV$JUw!{3?K3F-}wKf-J2Jsb&C
z0b)IE=#7>LqVjkJ85n%6|JgY_huyEE|6L;K=Y#AUnqSATHvI#|%XhyH*mQ*F&u?<X
z8+>!3m0y+@J1sX!DpMZp*92y8Tpcla{2|$S#l64j&;xo1o%l$=O+39VB1{Hx2$`-6
z5jklL?iGt$9qpXeb5i~tq&T{9geK@ywfNfJzSjL6PNCTLdNo`$@%ai1Uv#g>4W>wR
zBN|l@ad3+v0kP<6%|35*FIUrNB$3#S_kpY)Y{QreeKW^z+CE>)cw?3D#V7!;IW)+!
zMqwLpBMb=mxhPd(?2<)Pn-KtCJ;{jb`ZGXH)dU5mOgGDx(g6<UhsxkM|0CtDVHT(b
zEdOV{^|sey{Weuf2mgR{y(}qIyBZl_7&t?MxVRrVs~Aln(m06|I%{*+Sv%wBBNSE7
zxpriP$AaS=Rb<#8T;PX7V=!cnBBN{^+SdeY0g6>md3$+hb6*~G89BpNY!anFpsgl#
zbEkA2?9kWpe3gLhy|p$eGeM195W3jwF&R;6KNW)P1C{vHcrPW6t4ajOa}=g-<Lc{?
z0IbMBbtgzRFq5@uCdIgBg|i+?uOuyRzh>ysm769f4EA*7$aKE;tN7Br<Zws3XqNx+
zr}hBrJkHgh96RpjyDOZ+v1>TCcs2?MMjZw2V5$TC(J3h2ky%nX+{vd(MR?zx-iTdH
zd%3@i$q}6s4tO&2)-NAC%)eFbFu27Eyv%xbUd3Z7s`Oqdo20KEu<CAXx-=1+1?*>X
z40qm@1e!;BgzXd&1)gA{I|*Tz5U(6G&T+5XrmfM|_QNhXWbaElO4v`>N$`3(-ZjBn
zlRd2-6jp2RprhSjQmvfYYXp+J=;;xVa;#dx9uKpyr^=!lTCNk0IE8M|FI`iJ7v&9Z
z*RoRnh}RgwH*cOZ!qJheCsiv`s!^=6qfmwTek-pP>3#x7k43}7fRr4iH^_WSD`CZu
z*_#wM6PF8z4A-jb3THm)dLY}Qq4@0DOfig9Fg`6&j+vjwA|s$5&fGtPSa&#6OE2wb
zlyq(Gg{H3#GHK@S5i6U+Gwe{LmQs?p@Z|Qhs<tl0o}|OzY@gS=nm!)jc_B|ZKfJ8s
z84QUrwu^m2T6tbNn`|Vez|uPLd?9@h#w1T}@&*KM*-Jt><%R21+-Y2Sp{M;9<>tlb
zxKr^B#v-&hM;~5+*fGWz5ku`x1PoAc9ty3|=|}~0&rxgR(F&lmEfxj(2NGf#pDpEI
zzjPkRC7v7|;cw?0;lO;P^TpBvrH%7lt0tmA9+15|$%q7nVKay@2##_TG1nH)Y=$6w
zU`7a9w)BkI0z>I;sC)8=&#Sk5N5J)oKc|Fm5kWPJvN^7k?IF8UL+^H=she}+&TD>7
zT-Y^teDtN(ra+u!rnVlL=C@a@GuPt9RFG`+vp=X4U0*E*(<pOX=2T8wR@AM1PHGZO
zrqFQIoZU75?acH;{e%!@9Xg|=iF%UDbGWeDQ{S?YcD|6jgLWQyY3VE5yi3m7ME|##
z{VTgtdN!pbZ1Yy<RytG+HtxO+!@Oi(s`HH9HBR!+kC>y5;AZp|IB`PPN~|?Xd*=hD
zhAbpMK-8*Bgv5ajw9u5%l*PZKlbd1!Ihw7;))jXrwPc({q*%xlG?@+7IH(@b4_{Li
zhQ2y(`<flm|De#DC35U=>FO)^k#e%T)XYbbx}K>hnYMRPt&#~h50**6Qz0&P{rz@5
z@mlWdNL~&i8g`yl>MRLyFV4F)HM+eo=G0La-wrR!&3;YZEC!;QrvTA_(j+U4u1WIV
zMr2K_yQl+rWvA4>ZrXuc%n7YQh$-aAIcH?v$hI6Os`$>T&Drl?1vl;@<IV?BUGzUc
zm*nAESmwXR!tEyF=2-MeKD<rw0CUH+TKl{e)ryb5`-D?tLQGk?hEQb|93pZ}jAzZ^
z9%r=?NAfy4(3Iu2nBZuc*JLj7&d5ki0&W|(Z4dN65NSpsj=s8A<SW)@(5uA1VU*?9
zZNt^7iIX$>7n?%Y%@{GuY70p^$Tfuzn-FSB<51>4-%>p>zaspGy#3j6$RmfeH^~{B
z^K_8kadaU|r}h%zG$~q7wS{r57mLVwkwa1|KdO|-t^E$qU^5Lp%9kbT5PNHf;A)*G
zt%9mfZZ<X2)12P{M8h$b&%7-9ykx?h&LJuJMEv^IP$vv)>I6Pyk~{V*m-t1c!3^6g
z!V}wYK4CM+$&z?QmDbe#PICLV-ZB5La0OMBwKExq6Ar0Oi}tN+u@>K$en_&MkeMKc
zXJRCt>6<)moMN>@8`imq7A=@xMm5BHQshX|Ob1a0#Z?Yjkm8N6Jih8dsnTsj#-gfu
zyKIE7^YCJx?F_vnx~Tk+dt6Ula2CV!=Ge}6JLGna$kWODc4E+>Yh4}bLY2{Tu~pEg
zIlMD`5^q%cgsCQxawPf`m{&t*@$H$(T%Tfz{Z75!565s|si5`$5cd|qZ6)irusJa^
zV+=7fGcz;C%xuTZ95XXBbL_;-%*@QpOi!6PnVI|UxlphEs=rjSdbhS!Qmb3Fztsy;
zS+9;C)F(e%BaBlplT9bc?6OSb7DnvJKEHU<-n^==v$~adeUKLBDepY-7QHtx;{F=G
zCc-XWloCQx158HYP>Xqj7O!l{=>F~0II6A{W0#F{l&72Wkn)bZKP@rMl?IOY>f_Fq
zq-|GA*!pl(4$l7j&U&a6y^u?fDZLDs5T|jy%u2{r_=DV_d?Y!?mX`UF^^(z&mD|)!
z%V9eE;uUtww$AJ3CO)+HOLo-L+`ZL#*v;uIZ+_>`U>EldWJ?_5_3&DRdv{I-YxvgA
zSj1)=l>v%HAt7Tp%>ip&R>IgHbr~m!24}K${@<oFPpJ0NyH5MkX?OEnVY9;RVQqF<
zH|QE7&UbCD&I5#rLzL*%P(m;D8%$9pd!_Z8Cwj`ZJnb|*sJ-|m6NGwmVB}XqMKP;J
z<P*v7DYMA3l2fIslHaUlm}ptn^&(T-J4y<t7<w6I8J25jYsc-o08xo}g(e4410B%l
zoFsD}vs{82E@C8Dc=Wyq@{H%8(T5NzK3X?qt`FT^<rHF%qPF;H3-6<_>c1kb_qOk$
z>LXd`PMdwgM?9Y35_1KaV%w$5kcZQ^s><2N9v!qq<+YG0{5U3NU?<`xuT|*MLwOU)
zHb^z(e^VJdz_5t<mYnQI<)Tu;^f*X<R#4Ond!phN^!yE}{fD&xo=$ION87}J#A16u
zq``&qKrX{2;;P8}W&0#1SO4+heYtRotfnckrg+vwo(n}#S|uxb>W8|dM-Y;c54Ej5
z3H>!qHI`(^0KzzD8nsjE_|*?HOk72zL(t2t<X8H)@5%Y;jM4^HE+EzgoCgq|u&ahw
zlvQ<)#0ydsax!|(n&c9wqz~pN6w(XRcbkW6QJ&cvQhuMIQy39l=|MSrWa67^WXT4y
z!Cm^Q`e^R3PMKM+$VORVbr&2jBu6Pdr%e;z$WABrr*EHFDEhprWpqODoTt~#C{K+o
zo~?7>JS5s8Ox$xzGVvK_k9)aB*7v3#@80gwCuwxmZ{XvL>`W-6KaiET2v3(ttmnU@
zE_y;bE#NYtf0&D^85*bW0-Ka1dam5kc56N8aFd-<dZl0OL@JTi5sEt`;MS*?uj}=9
zFRz)eS<@^|keyBnoofUC)~zDc8D>h|{Z`kh$(dKPq^a!s_%rmX#$ZS!3QL`1t2S0L
zEQ~9#n-+7A2IB~8O9}VU^=>8oq<kd2(;uR+Xi?!qJ~1iDXEkc$I6}5O!mKi$V)L`?
z!k^m6pHYUJ$}mIs!ch37154Z5qY8(dM(J*^Z@R9RvRvH^GS{FpM+zhJ?0SVu#|z9w
zkG0I>M^lf2TN=ku<?0!OxCW!onRZYHWJs}!+sYd_lnwZ2i)LwUpr8F5dxgs>$!q46
zms8cWgtSA%5#k8UQYs^964eJ`d`+H)n%UG9tA(ihmG`G>wM|2<g?y_Th0_>j&&!4#
zIY4`bvC1;`Q_Etw$X#L3OPPZvN9t31F+{X|7$ZfnXDf5pE((hy_8_<isVfurKDU2P
zoeY+hyw+XepuXOVs`Dz%bx0qa)3zK%)zg^+QRWElK2|#QEqM!D+T$>S_XT?5)BGZb
z4>NCYApKJj_KK?VvL3j-Z%$tfhYC7expxko^A-&Zy;Q@mtZx?W3r0`HAfyG;>1PvS
z(*EVVtX!NdEbE)*bPeT7$_Xu#b1b1vGge0v_t}%T#I0N!O%1AQZBT`60sEm|0ZKo-
zI?UKjnt~uRbi&~s9BtJN;^LBPrIDWVuGBuUDUP77>%I+$4Jf+rQyR9SXr_?$oz)du
zM>Rr)DNvR)%rB^)K($QX7Img^=98f<bz+!?xEiC)u`GCKE%2gL)W{Tj6vEs?*;TM^
zCwqm5^Hz3`syCn2y_hCYdK%c}zW7~mW?Vtogu9v1P-vKz@~WtsSz8CRkg#c9XMexR
z`~j2si8|*x5qi|0#_;OPBe$eKbJ=s3PARoPc2$Lz0p@$(3RWGflr!^&Y57xEr^_4*
z(_LBb2}AZbY)d<FY_((bMjQ_EOD#P$1Ja#q8aA5eIOYN%Z)2ho&0I9f+NlY;`Y(0h
zq&=ntlZWBFjPE*m#a=QE3=6WOTf-AW+?OGJg%!#-W%p@c?A4f<^oKXu7K6J(UM<Dy
z7pSVfF&c95++>(nh%jClqHVxu;TRBuG^V0|@-IM?jmd%A=_`B1aoCOk`Dy5chCXXB
z4ikK=ZSKj2VI6st(?~PB2X%k3|9HI#hws#^wk34?itSMUBn>Q79+9wpxuG<@tAAYN
z<huBDSogyH5F)6(eh_8bXW`Eb?5gQvmB)*RwjDGu)6d<*%M?w2g&P%yIVkub8-~e;
zkIp1Uj`Ao8`3(}h$O1ZsaWq8*$WKT4;Dhqb+XnOGeLh9&1%sCs@O1Fz$*m-MumT2z
z$l+zo=oLO8a#cEAj$L7q+o0c`a2(b<IzRbj|G&ZIersa^3O$D3xE%d23GQ$C-TzuJ
ztEix;rX)xyXk+aFFuMn+fd3;r2F3D+z84_iwNbV<`@`R!^_OH40M-3NAq&8){!+-Y
z0bs4a;5cUHUz*fE?f`A;U+v$0|F4h#zrWT$A;v$(<M+7#OZEtm;Qnij{`-6Y?f7Bq
zWjX}m`zI)xX<=Q7{1Y$)Ffeium&p%Dcc6wL3}7>{1jEqpp5wSh<P*KH_Uw#1>4=A;
z$8XnOI4VCL+oVoERaD~lS&JtfHhl-Ux|m_qwb-ssRGyE`EjcinV28s07)~8~uF29;
zHX5_?lCxJ&N^^HPEHrq^ueXs*O4Q?O4A!aopvkVa|LDw7War3JW-(uodD_NwJ-?T}
z(kFp`k9(=t%B^rqyS;BE6B$`Na86yXm_*|+U08rAOJ3GeRrccthor&1PVvossKI-t
z#*QP2tIh*QStv+Y%ewHQPekpqRznYAZovs!*tdpSPAdH}nLEg^Z!ERrYC@+f4V{Fs
zaVLmj)lSx7!o=vIPHIBmlcd#p#yA)8!m5ubfM{LEb*OBS?$puPLNb)Gf#Qqn$;vm!
zp7Y7dk>njwbrXu~GxT8lno$LOlnL1fx+r2S(dKkp<flJYOROc$F_w3_<f*IqU!F1D
z0a?)T?WHIqvV~|kqWZ?Msdk5Shzrdcg2@n;Mj`pe9Y|Q&rVhHJ)pUrDNEk$Qh+7t@
z3vc8iUgD!+g%oE%OSd40unG{>)FBWuA<g9?2tWH3;DTu}bts^R^pzpycI_MIe2Q4g
zXp@JG0E?kPVx+TUrNSf>DK%tP7a+2ukzeax534H5A$_^rSvs!0SUSmA7Muaa?z_2E
zq?4^<p?d{h4TVqm&kO#K`Sfd!F*CCKUhjXb%-{3w@Adw-&i&7|{HO5vKQHq?ux$W7
z{cFAdk{kn|Z6*MePR&RMkoL0vQXJFM|Ch)%D-&SJ|BY+|d<Xu4Y_t554gaY)1_0Cl
z5*$O(13trF$Tkx@0NMTv&;Iqx@Hd|Q$I-8M^{333^-sHjzkLP%==lA)f3LTHDf<6B
zr2nOK|6iz#9oZn&6z5a-S4bcQKtEv<iy#RgISHtM29RVEJR>0@BBHZ^^UEWWQ4pFR
z*M({vNt6h;M=B_3c+w~)EvaT@*m20TV-~Jk>__Mnjo+0yF7ae-3)*MA6K_~>%2>ap
zyUUEd-k+{GTFlQA0x$WQ1|+i5S_!Yg8~N&KdMb)$*vN<y5=UAVYd3YVipJ3`Vd-|V
z_8WQ&30^lvC|*Nhw40i%^W5?}BJNd;O0vpqit2P|wYr%(RM@naWAuF^jt{VxXVAKq
zhthJ0My_NgLoLV=i-$|XHtLx5)3S{b^|1kh(#ziWb_A8e(|fq|3iue~&M6}jXbQST
z1O=W0c8>L!6~uYPt9iAtH|-uM38MJs_X4(q|8<wrhzau?<=tX?hi3fvgu)l65Ts+{
zxx?WkDihz1S&_9dj8adPyPu;Tcrk@T3D^h77)S}233LU*6c_{eC(s3T2SEopQ0*5u
zzPn!F8(<jV==Z@THy}UwVz+t7$S*()Dl!#_96Kpy8UZ3pGpW!bxE)$PhCX^e!BV&o
z9BM%Kut0D=EXn;Kbhfg#h^YargyUX7TcA9vpHO^UvNZ#k1|Tdpv-J?C2*E@7bI3r1
zi5L~~T!;mc41IAqQ2chp!i{rM$S^Vy2|nq|W2p6h`yxQW1WMjH0aKgH*D);mxkJ{s
z;6<J=RM>97C!Y-JFeXcN6ucOSIUD#Z>MQmWUL6}0r!6ecxARTWc)y|Sr(*0G?`gyv
zdpA-d!*VI=YZix)6x~@%5_g~10MCxP>%<E;*I<`<*Z0n>&iM<6hlm%aH(1|xK62ZS
zXdlhNt^B-i;+}RNaDgg2`Y}G0fq6Z2I1rNY=OeoE6Xt*SsOYq;)z~7hm@{V?&8-&y
zOme(=89y5<LEkl~)zsB3S2k1mgkubDbGml$qI|ei+$UHcvLdX#C28+yYn!Y^79U(Q
z6jG(WI}KyJIL&{Q_VW=lsB>`bCr+JxU}OH;b%r`?JuRCWF31-d-!%k9@bt^U3=v5S
zQ)-qlv(%C&+n9acGMddAQDq&k5akusa{DXlqfisL8r|7C{DZ0mjB4<y%kSpIAS|Pw
zQ?yFwExH5am5?l17Ef+e`$c}9|Gb>?e{b`goJ>FQPf)I69eFF#JnLQz!DNFs!QCF4
z4JaAM$lbf~n&`Ak=ZD5&1{I~)AOo_DsumhBWhRWkn*8$mZNyxpK%$ECLZ0;=mZtMF
zj&pCVeet0jewzet1s?l^d}aql<GP)RllHo9Mm$K>k59VeAUxjD@O0uuK0L>e1!wMW
zzEIaIdFAEyKAOxO1zm4w3-5;J?Pw$Us41KCQoNYgFM5{YQxWp0na*kjCh4Jmt3=h$
zwKlACYDLwW%nuG{j2Z);LEE3byX>UaJ38_oHux93Hy35UGM*$M;U_cHc2dOowv`h`
zBv`Y|;#$+i?=%W1tPfbNb%6UV%{Q)_IzEOa@SpdpKQ)zP!GUJl_@3?i1m8-4<4k3_
z`;93M>b_X(&v%lO2OuyDg>7gOgg~@}*-UnGPvm9gTRxfYU(&BMeYF(5EI|H1la9kB
zeNMr1XAg|tO<`aTSGoRu^}0wEc$vI91gSV?fcOiNEU&02R|0L^;34_<jjEw#R-?-~
zCVzJr)hb+Tsqg{oky>;iw7Z7(I@Su7WuGYQ>972Fa%m;@4!(7+dLq#-;)uN#mK&kU
zkqr9&Ch&(<i)`PF@y`(;c}NNbgnF*Ul%n}AAF*XAQhM{+$JSjdMitt7a5J3?T3hk}
zA%@fS1!bRI?}8*XnZSj?Q~kQxgYRUhw~WHP>)5^^AndR*C{}#mBh|Q$MW!CBo%0*1
zs4wC2&e0VENECkT6%lJF>{o$D4)KHXX9M%t3VDE7j)K{(o;$4G7!}?Fyd@>emtj0)
zJ1WgG;yyy$$BckDb+#G1bv15&mE12;4l$rmHF&e&?7OHaWYkVMJPx)vOdMo|o<kLZ
zYnPz~CXB8_*ap(-q|2%Q?hDUrT(d%R_eK{P`rN;b1o5W!7|Bj&RekIiR};O_@2uk;
z21=W}a(STmQolbq@O(qE1@GCh2%GAko(hD<bm7u=qR*ICq5IPoZ#`84IYC1BJFQ<U
z)v_6`;*)dOFlX4;`?iPu`s4kq;)!@A8b<0RRSV8*BN4|?3N{9Ao?WrW$k_A+KZt$o
zB1*K%DT^rZ0smJbNgXHmt4pgudPWVS2&fcQp$81NyN^sWA5yg7?Oj3nY=BTNtylyy
zWpi;DKI#Yw5GLf3?pd}~J8kX?=lQiv4-frN>4_Ya4rGy@Yl(HamN1ZTP$wigcw42s
z?sBxGnRje#penjoFqv#HFJr194unn^xP`t)wt^E_iI_l^BPTHMy%^XR<dsw>20OhG
zo6CF&Ua4C-P11yRE;K$F7__YVp3a%LnpCP7pnoL(99*?GC?FdYoMQ1s+jg@>1C{}?
zY#k_tSS~5rg#y)2YKfeAndHj~VJwd8sDu014-EAF4ECWkXLDEAbH9Ze<zcO7Nqwx5
zs@9NmtHxUirw+-79ijQz1V{E(^k$ltA9}cN=piUe1W*+pBzS#LP57xnPcI*^{5TS7
zC5vE>pkdmqBqDC$QFg_#+3_^xQ;WvDstWh*o4Xs|loYow(fVCAG8(&fi^oEZOE5CT
zogTn=2_|f!h`(B|M~o%lpV&2XtWl3zl1GM7TaOaYY=Ww1<6Dvf9}$ErNg!piVwCe^
z#o;gxsU~^{)7rD||Ae>w%(GT~csM_zTH0^&%<XjK^e(=F-&N0#TE16`0XYy8ekBjP
z5i5<##ce7@5i_``ezQ)IJ&Gr*N!_MHm?>2mqo1|1(F~ChjphzIl7`)~Cir6%#)0XE
zR!p-3jdHI*mw#<fcrQP4Sd&Axip9u?^5zrpm}!l~(RuNC)r1kbZCo%<b%o_<x;o`i
zBc!y{08AN2$$%+&O<AF6lScD`%7UViiiB}$*Ue{h2-M6k8L5qSF{5-QAqH#a4tzr4
z@|lx{@%^cBw}$&LofdJqC*kTLW>_Xj$E0DAAvxXQy>;E+$pa@1!^LR8#&P_lJfT}i
z0}NFVAw{;{@{caW#fI{4Dki~6G>Xb5xHyKwC@3f*a4`zq=ITR`LlwCkE%8-(lan!V
zUo@+NqusuuTkeQ*WhfCVT$W?eL!Oq{3v%J}?)6>nvl(B(v(1+<9Of%zh%+-!DZ7)(
z-rU!TmC7oOG94Buw3-!C$itI_3AAdVt^z%XvodRU-as5vZOmwPTvUCWWGAn%ncqEg
z3NYH=6)j&K5+}Q^I^<5CVQpJY&4*#f%>Q_|{EXe?Ld!!h{WTSGB3`zEXR7;Ex;9I)
zi)-zgDZ3s2O(bEX40uB?T9`R^UmW~~Ged{3(>}{<uu4pb^%8WKQ2gg7{@2gEbV4ZQ
zEEvp!o*=@xB<#68xJWkAQExs?Y0<f;K?`WcE=|Q{cT}x%`X%Ydhq?G#4k)BUstpK9
zn{77-g{M$BeAEcCaUgX(00I-DmnAvI^*~x4D)fwus;^zVm+cAzsm9H6SSGX5cn~uW
zC~}1=xBI{dke2>|L6&OIAq86oV-AeKSH9PbO*dCd>FL9}?}v6&6z%MF)g+q83G4B~
zA|n;;jnL++w`aGkx+jfoR+p8%kYi1_jdJLNADM!Ga=3w*N<>?yel|4EZ9p$D$L5at
zar!E<9osWW^yV79;1yFEK{?tSOxAg~ZsRceaietM^nB($OUM%zAorA3DCn`pbIBAx
z<(q*c=gh2qhAQ!-h~rqIy-!vh;qmA@uaBZ=p!tRg&5W)_kRUS0afjb`pUShMgGbCD
z#k5g*DQn-Lee%^t$C7YR3Fqq5!aj@3w+_j$h2R0=Z40aEP3LE6r_E+m(e<s2g5l8m
zMOW)>^{37PW#+7vr8zuvT4%SWZ%Nud9v<Mf4^Jo}*l;-;$GaWlFvM1mNORY17;cH`
zOr9i!^<OV*1Dd7_Q1f<Iv3m>qgw?IA^K#rw4X)O@rd}Ju1Md(@@+!aTnY2NC&|Jm5
ztPALj&5;vUNoD9msEAMAS1A&$B6Ds*`6@)1Xo?&^v`}1(5NKcxZkqs6f5!4vcEfc|
zqlh%4K*aE#rM*o<XkBJ4{<72Pj0X<4mzCW_v&_z_l<uNndcWAmQw^zKd%0g;x(vks
zTf88_F7*@eVL!8mKLQq5$4BjmA6I;e4##A)mH9u3&jvOQikDI#BTpQ+q0viPGo|l4
z!!l;{{QAMMRDto>D4tU>80VUJye#W^oBFICxL-S_ZC{8Tbz@P`w;aNu@7{P<qb$}<
zUMWT^IbVxbI_aOAqI$v6rr<x5xcsaP(S%4Ig1_@sOYv+jVFX*&>Occu7{KHUqxTry
z85UaI_u9c*?e<(b<JAW)>~F+%VVw8R+7Mm&+>(IYQ8%a+kz_G2j^Q4dWi5PatKjDq
zE^k*<ZqWcwttu2eL`7ksZk?EF@tDj=>iL1o%58UhlpKXwtd4P7#Sr;Z6rB7ApmRFI
zBhC(FL&k`{BW^BTSWgrC^xE!4{jO_F<ppWaMw_A!SS;aq_C>|b3*fkHvBMq-)*NrG
zuCF<b#$U=Q1W@zoE$T5tC`|evBb>?9rQDRhlgyz|N6ZHoD^O$@1+$ER(`RFYSq>tY
z9Lz(eg+e;_k)zm+*;+wiD%#c(u9d*vOLx_exq!<D0C`KOD&{8=b#Z8)vI{3{%kq;!
zF;8fGhBFr;OW(|qCD`xOQNd??&J~tG)=We!k)s6Z4#$#~XqlR{&kcd{5$+yGGwCM8
z4(N>`hw!K8=p+c495NYm;)J>{ce-tHNx9hZIZJULn+{_tcAq3<X6?&(lgtcC<MQ?b
z&by%_3Hgcz134+;PmJYKJAQw8vt=X)WA2W&Tk#?kyb*UpEqf?#9)J3LOji|3)hke;
z-M1Eak6oRDQ*&xh91AvF(r&-kvv=PxV^8b-HKVMnh`eFDKg-L!YTxbWgALogvP+_`
zNn9qc<d`XhW;OH2ZDS8or(JhW3!5+dO^eMd9^*QxZI9PIg-_Tn53&!?FAULGAZ>Ux
zo;?jzEwI`68DM>Vtz4gaX6YSQw#}Lu9cAIWTdZl>7}J-CZ$O=JI6#T)fyRyPX#!?U
zvOQ06va0I4VHonYPKG0#+N#!(mo0Z*gMBH^RMoJyPbyeM_Zs@b%g18eMtP(My)>7O
z!(tg(sAcQRy-YIlo2|qhmm+Bb3p%<Y*A4w&;Gs#V_Ep%1=g=B|sH83i!@JsViZ4o`
zd1It1)pGFG8<=6)ba;!Or3Z41uVGRS5#e0MAZ`2vIVwe9D8S%wMl$9-j`k=*Yz2;+
z`<yVvuNu0!06mIHBz4HOzQ{IpXz!$TK(MWzco+Vm&m>;GP6H~ByNFI&7`(42DRnS@
ziTi?gKM@VqArDkmm#ecCKeJ@doEp_kV}1_1xl2L$A$su?#`$&)Xti4}@C}$vfyhQh
zED%Y60}U@3o+6$${J{hEwR>mz=lAkY;<?ocMe(O!XLi;WYISA(iE8tQU%6);QP7jD
zwZ7=F(AXY2#4SUWQ4fF71UNlhkHtO{V{LHbyi&_SUW*h5Y|*c&%5Lc00e(NL@2w)M
zs;WUrZ+<ABJ4A`5ak{;=EtBX@1z9A*Q?WKK$yTbl=^LP#q_rB#<PWKDPoeG_k>9f4
z&O9)mJv*HFCoaA9$~XPY58^%(_CKzhx_?2BoG@ZF<gj2M3ix!ik?D+Wu<7FaY25$=
zv85YYsJQ%lc~=Hz++uB0MS+<aHq|@r(N_5UzX6|q6FvcPS<JuDr(dw}ZxH5h@CktX
z{El7ycO+0Xd1YxqIZ7onD<cOPBj-OX7v&WH4ILC<C;0yj9h8|4>OWw$zh3u0zwLjI
znf*8K_CFCr0fv3d08S+UJ!Aa`G4#JO>|<jGU}1m5XTO-Be-T5WSOCVEzYY5Utk2(u
zeN2Gf--dmE81wyU*vAO?-@kw~Cc6Kd82V4cKGr|I`2K;U{igT+gBZ&CFCy-5B#o6F
z(DOeMLkrZQJ(PMI-;MXuS4R!vc5y%Moa`BXijIH;2JcF=#KXoLCgStamKde^)B=Vq
z)gjuci`eVqCn2u^KI5m9oo*RmJt6VEzSW#s4PUtmwOj+gg8J5R8H)X$*91NO?Wy_R
z+1r_P{eJX5ImM<e<vJrJuHkr&MgFrDF~4u$Yz<nim+Llv5L2av1F7pg58-o~q-J7;
z%oY1_$jq2gnYC8x&NZ5ErRExnX6()(*MaizC$TF_D$~xZSu0lJ#});-{?fg^c%CY}
z7Awb-pqYmoG?)AOnptUb_r<KLg2sC4-gXd;1$%A9q0GRLTK^#hbBF-odkV?AZy4ol
zo)TVe(I>@?#Q}TW*Suujgs3euWggFsZxztkwXZsC5S-;__+HKnjI~z|&#;<p=FQck
z!f*h5GqF`EJ7aYkJ0G0psq{3<L~Af6e{U<wS+VuOAqk^ESqTo|TwcjT$i4UZD@1lQ
zG!nWwst?+Xw2%4SH|Hk5&RRZ@?*~v}ebAzbj*`M20~57bA<hqaSo~OECR?Bm)T7In
zrKL){rI&*e^Tk`Wj0uNZR!@{ZVLy5?DWn>XC|Yt)v<i?xK3f-B_KD?rZrvLKv4Qub
zX@hqU-({k-2fevo;!xM5a-%!nkqZX5Bk>lr<%eu<sYy7LQ<lkMDmR33BF5ouO#9UN
zH~<Bv_U6sNEx@rs$&q2JfyM(Fi-)ig!*!0onr6XjftW&Aejxj}X%MYLRKrH5qQJ9c
zjm&8Vbf98aCF~8x0rt`zz3<Bd_GPM-{4F?J;oU#pgZ068<6L&~nP42e9l9ldUH0<0
zN25$zGZYXtbjdZUobsU+TMi1L_*BS>RNx0P4lrYlczG??0T{JlR9PHKS;MEZ$qMGB
z31(B<MV^4KpaSi{G0Q#!Rs`TI$Fxi3vP&pox7F(KX@Eab#qpsk;q#&3M7ro5un6DW
zDYs~LA#C9{nD{0tIyixziAgI(aYVbyID3X%a)L%1$}I%4%eNqFP;%hD6=?ehCs@6w
zN=hbS+nK3qsDv6zE`J_wD50cQlt^m|f{|2E(^gC&!8&XPl6m!o1~LF<1`=lKgO>P?
ztpB;fNsd6$V*fN(+e|fK3Ty5@pDd4q%NOewwRb1DQ>>zMyia&qV~V8^QZ<#cf{8j>
zC8>}l%&A8EqjdZ?D0)ezkIZ^^J*T?{d?0aFy9Q2%C&P3MZVWOe#X%MQPD@U6PGf~l
zRs{_{6=P`i^$RRZP78O7Q%(y`3$9FgBnAdSwnjf0B^W_49WhIdO`a)O!+MiH12+Rv
z```kB(_8zjP**}Q=`v#>G?aZJ)dkrHNf&vgDu$xLc3P|+4r0QdvJ`_<Gd}{7=Y!@m
zw@P9{Ulx0IPyodMwnB3oB8>E^B@l(BgH1>NbyF#NbagoZaRNO8>Wa+}hHZv;$gN~5
zi1J$!I~oW6IV*Dn0@OMFL7&J?gu#G#nKkwlV-Vymbf}h(M{d2%6Z;0jMo_QYt3ci6
zjs>0NT-ErnuB8sj<W!a72FgZQuh*+Ui1soOCGkX+N&DJ7aLLQ)`6h2#R)&{Z+bnsF
ztJSj!Be>u=6g>e@MyyjF);w%{GTN@CB)!T@mI1x^(t+ti0Q(b64%ife?1iklFN)6%
zY>J2pdICspa_i%g38-Z2jQHahAM@F<>^|D*ZKDDB{^9<S()6JCWuOIUgo9_gCH#i+
zxca=r6(AmqK@(ufXHTHR-Azd=Fr*cM!w=OE#Xw9z8bA~oNYEGdY6R{ObAWNq0}`eZ
zQYS#WAR-HX)Z2t+6NR5J-Qa7ndb+dwNukY!?A|d5r}5wgy{@+j1&t0?Tgcv?zUN_{
zdfi|)hFE+dP%7k~fp!PRK#>up%3-3+A*#YLxlC{s9S2`sEv<h?3O)Y4ns#D+`z5&l
zF{S^JHR_r_$|0ivkvhtf6=l3K?*4~uP>*F&V3E3u3xS}+n}P$)MEW+9NkQDH-i2=|
zRl3QhR>)#el*zoI;u7+SVky5j)fs*X37dLAik){sqHe3*yJ0l6-8){ici-#1xooXB
z-El%+TR3`4kuscaR$U3y7rT=>lvnIDiQtYbP;Ce|pO+Enr@Wu<XlCypm)?P1y5rBI
zPw{d&%3i;)%*OI2o8R-T{J_Y2qdRLx%zN|kkkVL3zi<6;*lM?qOK{)gS;p7U-#XQq
zVE0Z|Q46mr0<N{h5}PC`TUaEL?w6_Ro0V>f6aH*ihQ-e3r`&%#NkEjJB+HO-RKEHB
zr?s>_#$lp^p!kpUF_J3bI<<z~mN)?7{q6WiHv01R+Wq(UE8b6}GCI{K4|u1mr1b5N
zy6+u@eeh<qj>ERS^@?p^*Ld?@dAvE?n$fz~+Zs`{n?76lw4ICe70CQ7y2Fchr^PlY
zPC`GvKRcS%%(%byF2UahE?Lt){B#OC7e9ok=nLN$#J!ZBDtv}Ft6u~2=h*1i_5E6*
z)h?3;bol_5w&W;=tsNa*8J`;^*k3P?VfWLzk-=sK(u-tqami<V%~;1W%O=Yz%M{;$
zwxRj7`$X{c71tA&Ml_LVI_Aul%@VG+6L;qzi*6hubjPlueUzhqF}eYhTxB(IX5a!y
zqlkSB2WLETQZ~TF)EbrXDTqu-$0(c<isWPu$G}5=z;?!yb7gQr8_^bGJyur<UxrRG
zlw}{wv#fiyM{RJA(}6_0{c%hzATT^r1d7@TTW747Ys!R{NvV}07^1RlpyYtFWISLg
z)!RQekxoPL=9YH<n8KXBJ6t=bQE$6O4>3<lWkfF~n%=e2UH)fU)#hkts`VP7IPuD;
z^_GR7Lw@?I5^|%V$YTq*@lKLZs-t`xQ=Z41QHt~rw{DhE__?oppyGKZ3rc1Ir`O>|
z-$xj_@N|ftOXI+dxuT%T+n`)BnYz8ioDyG0#~4D4G&77$VrLiS%w`U6^||onh*#Lh
zp#5de*(5y=Eb6UGn$-jH`B`1nd$5Alw~3p{q?UBi^DTdZvLppwz7I1gzv8>;YS;Wo
zWP(V$(N%(H0nY84a~yUEj|f{m8zZq14_rp*&I`j%lEkuLSer^S4<~VpXl697e@1uA
zQ|iA-l`)5z3+BWIm1e$FBS4!mV2-H-J)O-N?rYkfQky+}H!gQtRIkT5_L)7?>4Or#
z1!h+fi$skz!2O6*-3K*VqMy@bTjXC#IIG4d-s~d6kr`}SNvgm+G0QOM#`f9G-g=BX
z2jPn*rZ6IrViiL=(Ble<Dw?VUYNkxdkRKao!BC@XF6liOXR<;g!C9WFJmM~x>WtQt
zg_V_6T(y%GqV2Lqi4Zt^g^Be*aYieh<pZqu#77|uLaEB7rI{)Y9NUbWtgCBd?`FWQ
z>b+P;yO{;VZawa?=*m^l%fZY2?e3-ZQS{nMp@z(ZYhyj_ecq!6tvRHA6Fpu~&s6S3
zyupe(-OP#vW(rCSPW5|3F^5))Yy{gWL;6Tq2|nM4aNrT};v0vJB;a!p9#FFHkPlxv
zh<s?s5qopllIwCsA~E=*R^y3=nk1^Iu(N<7sHLYGq2rj?7{y-`jMyjoDf{wOjkh;O
z55O+2eOQ6<LEj+dgj2}sID*Ho(9H_w2!l)!lUYJE!j{w!DWrm$E9#3sLc|6G;pkfg
zqI(>PmOD~^LQz9Nz)-(ZS%fjjwmKq373)3H_BqT44%%``kTh%qb%DRoJ7>CXaf3Z<
zr5vrx#Sf3l_Zg6EHl;<KU}s6q%)v9f0%bdznUqPDDmoxDnv6IB7gFqp+$OjR3~JGl
z^iP&(K7`c}nxB0BiuPj<p>^~rH;bTtV~(x!<s+Mr=7_agfg<y3fK0WrB~2Tp(lpAM
zAaTq0)sq~4CDS(3Hn=l>w=C4;3?}e;UIqO0vE@T+tvuDK>%x~(dA_hi`G!o-fI8*)
z1`2}&xNEFbvHk;PGyyA!)#A2HCzvAt=0il5Z@0-NBk%|0Es|*y)Ay#(T#<_K?E*?=
z&jZrkhnh@r`V(GBYr3xsrigT+$;x}yV)zBJu88ji)!k8qsS>bXNx1_|TSU$`$)Y<e
z4dH7A$!KfZi>tbSAXF5jnG$jF`ZNTWq(vC#JrbnDvm3L;?(zS~xHEX6;TRR5>T+9{
z)^FEX($u?S{g8~G{5c|*j%!6y)*yUbo!pYnZvfp&B6F%RQTr!2qm}^tgqa(pS4+fC
zZ+>r+Jh`<^)@vsRU)Ko_{5CdQCk)v-vro*^98H;ceWg5t?b+=$RW4XmvgG5XtR?#+
z?g-19O5p1zoo+NwYoW@aiXgkpBen1j258%hQY^vL2Fr^yiMlq`tUn{%FG^q3Ft)%i
z6YUd9Q+E%{vReiXlBlwG)qK+sPu=O({cota`yr|~%P|<;U{Bk3kX>Pih+a^<H7(JW
z6RwY}T20*FXPy%leQji!7o7EkuIYs~t1JmTFa}j>RqklG);sah)w@W(+7%R|+!7Kt
ze9PG4?XihJju#wCJ5pjU#H;Oht2*@@gh}~9hz8?a&vinKA5mbpz$;mkR_W_aO*TL2
z))dHbKy#AhZi+wF49OurK3R6-{=}%_ll+0Fs^g%n=9s0fS<b1h`^4;y%005RyDdI&
zKM&=q%mut^uigU_z*mmT+N-*R@0FYU_IxiA&;5XM15x`uH`yF>2*t7NsrVG!J;yWD
zvu1mKpSO|jNMNUHxpjs!|9-i(*)8krwIkhT?c;l^l9X!4^z!De^-1R|S(F|rUXjjJ
z)uD4@RTjgT(#Zo(p#kedwK=LKLnM~sA`A<*5#A6;0|H4OTHP+$sU^`f-g1w%k#p_2
z=C0R>74I`WXXKTl6UeTzQ_yRS=Lpa4LXVa%tNY`}FI}X%g|i+ES-tz&RNJFu)Gr)u
zaFjP>=Ub~U%#*S%F;)ip5ew8_gqes{-@M7RF3CwkbyBLR6j{iN;*;X%6RMP?VM~W+
zxsMndw3gMDxt1lCUmNlo;H~ygS=@0W%Z^X07NmpGF^^S~@9E1A=i8B%$>&P%RIN8m
zF0^*Oq1`&Mz$4aOy46Umka(5R80`n7wGMLhK-on+ek<PfMjy50;T^mREKJ;19AjZv
z{PYI*p6;CuqkH>8q*A;x>NS)m%-qiku``pD06g^hR?q|X0XN|qwmg_Oj8-*mBul=r
zDL6y^{vv6hB7OJu04DQj`O(w#2D{DAruTlf=1BEBh~0aQ8|W5yh>c!e59JV^o6f-t
z<4UE|CySPWLUQmIa~@w@fxgy`s{`bQAdQ84@{Ua1b`!|-5cp8h#jlwmvkX7uBD(t%
z(F22938%;jJq^1bfmHg(FI~69m(A=*D!Gdee|$woE=O_S->OQg>_x7Qi{g`kCQNG?
z86pcl6Ks2Lxff5VnVp}lSTKQy#2?L3c!Klx9lEq^i9#w|zKA#jyW2pc*u9^2b0E_6
zYvBcbj6*)NQtD!ervA|R!>NT9;>u&E3j*fVdFOpU=2q~8_A9r;_TW*DfUtQ3Ilo~c
z+10s9Jjo5NE&K#`gTc`-Qy46v!b+=q_3(Ob+2xok`Zjzg`cZStBA$ZB#Ztsb3j{UZ
zL52Wu{PF>KpBbn}X25=nOp4z~^RQM3W@QJbImcSa_$1UdPif!MC_QV6W=W^VfK~wZ
znbtMI)j0>FjOyg6dBC`8SbWVu&3KK@hUZO|B_M4O#SQs!VA%e^AU><(UHk}nCg%mN
zv94>yxGl7*Jn-SF3ER~et9IV}33`h~_+}z`Ev03;9F^KdFe7JiFR!p~%B-;wD&<~$
z$woECokbzD3E$nhtTsNWYdwZ3I)SfAY*iAaI8_zDIQfS9z2^#YyI<RJcY)q0Pg1gy
z><%>oOPx*s=MTQ|`=9kKdV&tYFk_fZ)!yxGo?46QV<X`=Ou?&#6d<Z*I&xJJO%a>&
zf|!-EDGF4s+z|XH*nY*ELB)6W*xl62z1dA83_!yL@A{Zx8W1$<3`xtfZ~9rB#my1u
z7GItHsMB#pUdOPww^(>;ju^|I;L6T~R=4><o#{+mBbIgLohOR5f3y%`RFL1*jD_Er
zw>FWtE{J9vVip@`8^cU#ax7+xkCa~UcV5ZJz>yZ3!c1ED_37eDPexoo7)XXUEpF;c
zSN0>5-(i+F$?I4~b1|c<e^#=BHCQNxZDtO45A<D}P;oA*Dl*XQ5)R7~PLaGJsS(x_
z?3oaqI8Y3*vk2#BZB4pn4jZ%MX@5;y(wg)|&eg<n{<?C;ayJU+oo7`kdWR5_4e#%6
zk%wE4;etI!PF!UJv5o_YZOI7H1KVveO3vQAbK8%teaJF(L*eP#KSYLREEde~U=0X#
zgn|5;W@08bu_}*0$1NgUi5D^pb9y3+>tKC?g<}ifrlojt{Pk8msGgCMQ+e>KSKU-V
zG^wM?C__^HM7pG%(Uhns1r2Oa^CYZn7snpcm)ye3nMpRh&3@Xhi6J$=TQ$9WWl>J8
z-RNdIVdLU2NoQvde${VJq~2{>NRr}~U*^$?6YP_;mP{eO*q2C~prB&ri44N(SM`N<
z^^2o<8`aoo`(e9<4a52^6U}~Vs1b98^gF*C*j-KiIH6D1*SEMyd|uewXa^O)k=UE3
zFzq1EsGB)s*;3p%!&Pd4&l~B?HVM>C|1zc1V4>T-ab@oh`+`3sE$(SriPwcYf_w6<
z@XoUMje({l30Qa~TXI&d_7jLT*_ZCUj8cQ+(M}^cke8A*4ep<W9N<w{9!yWl!NN46
zA8Pv?0%uY0&T|9NpW~$16z>XLtmfWyVyii;eW@WG=CLXd;)x^k-MLEokG(D8>Ba|D
z&>oxA&BsJs<;_(F*|Csmw`m<{>jVRiVlrHcz4SyypNyI`c3LANHCDBk5l_F7j6{Sv
z{*XLBK+{7!Gle8HAW7oY%Unpcn6VDir5ILcXJIcYmC3M5S;f@V+@pbU-ri1fm-J*C
z!>o!_5jJdbar9){twMEmp;85rv`*^?8j>}9*d#NXlu8$2ly}gHML45H{<LXHCW9ro
z+s<hVkvTcIi2OpXw){BARwCiYd;2r{YjZh{0n>t>qO8EUcy&yCU!|U^qD;)O<U9Dg
z)cpP%Ci;t#Z__c?#DRh=zAQd10(R+y>yHC=e7Qr)bTzk~pFl5C@M~@FXQa1X3Uuk0
zadp+3BYc~S*TzcosIygSt1}#RhfnOIWd`$eqZz*MGViSKRcrqL25bNASHR4~$oLy;
z2V@TYJJkAr0Na%$1%>zpC<OtDG5Ypqe-b_a2D+gD6wf~(_J0t&|K$nrUl6;Q0c6p?
zh}{f;EF5Nl2?8S{Gt?iC07M&LQV$3_0_5ZXn4S!PT&Q3DzwQhGYXK$(KsXQsD<Dzo
z&weI$z`0E9fOCHZ39%C}(gDJS7}=qi0O$S(!2UPW{htu^zbNVdlUspyth9MI9fHU`
zPhjF9p;{smDX_sua$wpg!BxDD#J*0sVF4$!HqUnXDU>Fcu%gKkQ{sZ6qelBzs;PUr
z)Kufi+cAjLJ_|Zxjiwu#!T9RdlykKCk%<RlVf$7oM%aX75qXplgu@RCh3r)Nj^7O=
zWn1phr~=otdybBk`V*dxURhyxj6cQIq9k&}yPLgOFh+|R95vN`yT7g#nOlz>?~UsS
ziH=!~G!&7Hvw;ch(<UR&rwY4nlp0v{{#0O%Y300LT3f4|A0Ny>9`6T2e$8DL1VZkN
zJqL@zM{<k?m7U5Q3_|YM-Q*8KuH4@g45GAFgO?42^~@sYqo5htAm>x8&kShxnCAdZ
zE+he-!FDvtu>+P18^!9Tm#ZwN$MF}@Qa50Om<&e+baaPqV%$U&(4_<17`d|hY+)pJ
zFDt!i6RI-W`?uLgnZa5NUj#2>9xvTQqips>$D>dmf%_4@qyC#|{Cj(dk>#&h{Ktg*
z-|oHqr^)-rjtgKr<R5fpW;(_{H(cl$n0`5NF#I=89KYNx{@!o_P^bUiZ~+7v0bchn
zzVg5JSfH4G?R)&Sv%<{q&z%)|#$WMCe{+=oNVNK=<;EW!zd!50ILd%1r#}|l@0}G!
zHn#r-M>#^(%ockV*Sp!KKKN{P_NcmCb52k5ibRsfXfYAKS9FW5%`c-T(n<`AROTca
zp~#mFayovHPm*nAiltjFdpee(LrSmfJO0oI3GxD|?hi{0uL6uH$#5BX(_n+IRVw!S
z0)?w7KWx_DTRq>`-@R-e2PWBjaz7x5n4Wjt5DxM7lubCUdv3J38cFpbOnKRkuiTU~
zi0JU)w}1FJl<ecW({7^o=%U93_nHYBe22Cto}$%E=h;%t`$QDJ`k@GYZwE2}M#QD@
zoa;RPQJDr$LnBd@Xy=8yMIcOcFVw|1D<>>fG&nm#&^<nNo=B*Jf^t(t<VLcG0O^V1
zhG1eR*iYRx^D{n6;ClM1mFXjCZOvl|WmdX}=G((+;14%zt#O_n&!IlOfljy~(0BUv
zaW9|fr>ThJd0M-yJ!cB3Jx)rJx_4@U2a42ueN))+?2HG9)GnKBH&>~as4+xu?RKbF
zEbg#5L#$aJry=e~wDSAxPge|A9S?+WcvrDrUjvnLNUOmScaV-iXrR34U~=U_!?{21
z@yXyF@+%-SfMy7TsHuRMIf{W&Dh~iD6zh=$_ke5|eGm7Nb_wz988!rU<$XkYq_ync
zzgR|*mX;qct~M9D%|DX;9vC?xcmwiMAVBsbU|sQ0&jx}y7ntdztqXjX&1ddGy3b4d
z5wW+Od@YrgEaG$hAUsu>Bh&hqLP+zo9O5vPs1mX9{a{|_VHqwKiJxU3mqd=0#*qBQ
zMau>h$`H)R8R6EI=a3xfl5=W8jRZpAY}S2g&OgAMM~}ey8i5C^+h0iC!Bf26wwK+o
za+H9w(&#t2){aJHDb*1RPgikNG+Y_W8qW}5kw=*Bj8YL@EXlbsJZCFWoXb;)4}Dn#
z21`xVdWZS3`9ls@;**kbE`KRscH5UT{w9o#%Cab7{!mzPGIgYo81mRbEmdsU4Hkov
z)}8{Jw>i1-DLLZCmzTD<z0}UWxkIUl#94b3gL90GC~0p4(Tx=7!$r9Ho`yTY3YCh)
z!uq8Qt5u`b>(kdT&7mfP<)c%$EPv)D7#7ix@lPs|=}VVEBvWW-cxPguOU!)k%8nQb
zc`DVS{LTC&#l~OyDD$>aUm3x7U~C|=#gTL>mY)ZdgbSNF2cVn=l_(~{4;q$MK(LRF
zPhm&7n9!Q2dPNk^3`;4Kc@|S}WEZ|!h*qVa?tw~g`j;o>kckYJVyRI}%3ln5p;%vF
zei(0Y`EKFZpiFjNJX!%8Rez!#)9Or`?YOOz<ECEsl!jH|I2F6a!$a%A4qWGl-7Jo3
zU~!0DmFneD+4g#|B-AU{v^F%EpUnuSDUuqwdM++q&lK69Y>LV3pS5SzGN!VJpg>8B
z&wU?;Jlcm;rA(_4m_3Yq^>T8xka7v-9T<g*o83&#R|k<;$rnBRapSx(kg@ne#Umdj
z{DUDhqYJg^aNEww7aWOE<I?ZpL4Cx=OqY}0C4%F)X6Ec3X6JAHcS4!H_qY}rQf}h0
zFm6wgQ6dFMA(P8s8Kx8FmMZkFTeHZ+RT*azw4TmdTCEtTS(1E5e7B9Fm##0LB?LT9
zRpcH=jC(VE31EllHK}A;^mMCjKvs}Jq`ZbD7&W=-jRhdvS~x$8)1!TaxV?zezrN1h
z{9g6l>BzUU=S#D$S(Nuw<4<m^=cT$}^f_aSh)gVJX=SUFVf-|%Rs1tMM3Kz#-Mzw6
z_fjec=h+(-^&n?>&l5O6obLVID9NeI;{H{XGAtf`<=5oE;%Rh}+595MT=qsb1;xbF
zZ?3Vhjx3tqM#q_ai%R_+A-IT<w>vypEz7IXkkTW~NUe+7(pJP4VF7{)?nQYV<j+G(
zPmUgtT+J-!loE3r*JqN9FQ;#~QTwkrI{M(f-W8Klj#q|QK`dpOhN0H0*J8%|67Btc
z=7!$0)%kk5s!O~)v7W_Zjk8J53>DY=MV+c+6*{CrO3Kly+-VmmU6S#wsw|)fSz=x(
zMQV#HN}qnfRz6UHMc~lF$ge8lSqDHgn!K8y$?K#2e2{0(*Af;h)t&Q@S^c&z4HKMR
zvWVy0Gb9gY%ocQ~&ZR8F4ebjPTgPyJ6}q=)-+eL^38hl84W1#VZ>Ur#W&`p5;6&iM
ziYz|SdZS#sMzbEI#;UAZoqeSJt;#CRDMoSsGxVAW*@2RRl({@ZQofsNP5D47#q?xf
z0gXCOn5f}MLdIm@F0A0RKuPZj9m6ZU3D)PS*}efeoha{<wQvhil0%D^*g>13jk@xn
z?&Rs}evyVmrTSp=sa?Vc0q;ph{>t}pMreI8=bI7O4q2EN`0*7msE(7E<AiiYUN9y?
zsG&#wJc`|GFZy+K2a309v%^55U@sTCwVyX}BnQYzr-QGWjL%be?#pi#t<TfeTY3If
z+zaz|M+rm|0M`dYW5+`J26so@;iInxmh+`rj`rx6${UT1M=N*<QyFDrKb!-nPRYIL
zmG~e(57N+WzWL@1jIi#ODkfENtajdnjO_^J20T2h&5z$;w9@O)s8g}b^y?CYcPiZ{
zkajD)FJ|GLa&Rvb260;0uVdobq;RWW2wt)CX*w(NK1z9!wlF>7h&xbO*gcSFI(o*P
zqeZ*UQ&`xTe?8#x3Qp_-%cSRYjoemK{LUNWS(7Ymy>ukSh0CO?Qn7dAbdi~JJ3inH
zBy9{T{i!SCvGjupv_^<a<7bLFB^flCRF5L-`6Jz1HPw1`=}9aR#YvVWxy;J?4~oko
zK?<E0cL}F&YlYQ4y5X42qpsU2rB_O7Pz4Q9Fhza=ZO0vnKArlEkJ^NWK+VfE4_ijQ
zY6H6!Vv!9qvL+PueugtxBO+_Yh9fL>2W2#{bHOWXSBbc_G~CDDMCirna*8~KB`+!8
z#*28qX|Q3S8n9-Ce<FW!DL5D~u=izd>Xw(hw;Zw?A}ChFeZJM#X#1QM3f5gO6xFL^
zuCJUP+BCe$e8k>VZetcb(+qHx7;hQxpa`Ar`k+Jjv<l!WS<8%;+^AqK3x5kJx;ReT
zs&%nm7EAYN>+46x275svVj~XoFZzHt{(-<i;i|Bp^an@dRBy7D93Pl9ktYr|re)*v
z3(O(4@wXG+hO;v&Z2V7AXygo7v@=zxe2OItDW7iC=2W7|(h2!Lp-sjjBp`HBf`tsO
z*pO+94;;cQ-YA{nN(fiy4sTtA;3VW-z$#F?ouHA9Z{W+NYYcl_5=CV8qLis_(^qup
z6@Mmf`Dq!VBKa0LU7Kvkj8LIE_b#o~5#{L^wD8f-@9-ORI`xiya5;_%Y@_xk?E77M
zr)J7itccdB(})32V(cq2uqaZHa!EphSLBXsf+xlmz8%J!(IuB^ibbS^WdT{`@6cG~
zB=+;w8n+IOOKK=2B;N$KTr#IpaAHS^<e1on4~2@rL=`1&8^<~n!ewSADLFucF)PGB
zJby*3ik7cMJ>wiQlOZ3#TfEK%$yz4q5ab#?Vne;m%AQ93$Y$0?>`g?tF-E)&vuXX2
zmHc~N731of{3N@l?)pfK=R0^$VxiuDzI^}VQuWv6D+3D){a;n+KiNY6Ys#0nl7ys+
z%6|;xr53QUH2hBmDcheyzyB8tKzcwN?LTVMf28vM84U}FumuDa|0=Ejb^L$D>;CTl
zH;+)POuw$%|GfRP4X{M~tN-`&fM8ufE%Eo!@7AyQ++QKHEC7x6AMHO|fUsN!Krk*q
z77cj*SBo7`1^;>0uQLG=x`625Us1e_fbs=!76Tmt8z9Y98|rTg*B^uSyU_UiOZmIb
z|8toC6oLMC-^IUUv;icb07}~*8MFZE9|1i*6a9akK?`7){iDMAl_>i+rR^UXwDiBU
zqQ5z9fWrSTPTN01XaVKbKT0nqz?b!xIuwc?5Fz{@O0PeapZ^$<e}W~yORs;?34fPf
zEQ|oC;(sKyRj9dJY62vEV~s8OUxhDY3CR^aLf}L49}*v;Z>y=6a}71EsoIq&LMSN{
zahmI5sp@b!CFMZHjg>3{a{B;+r}@e#YVaoE)g~Fe8ny)=f?+77SA&kJV$B$4vpJ(~
zAL4F=<r%O2FA9m%Owd8G4=!yEXRaRW=kDp}S0~;3XaiD7V!4yZVGi&ycl3>uE%sY4
zi`i@Yq7&Afj}xz9w{Pg*U@o7>wYW;|({P05UW?H7_HKDrg)}(=fm_F+Oq*q>Gh4Io
zBi02uz4tniZ}$tca&*+vo8@@3<|g5J=zje4LBs!%oaJ`Vxz1kZIOvIU8WW87rFh%~
z^~MH6X39Ss>L7G8Kk%F0cmK>BV+~?ZyPIzyV0{R|ZBp)$>{Z<IUal&*URjP}HeuxJ
z>#w}e!q407(z2^ea~!)CK@Q2wTI>AFs!x+5;V)MlnY@HL(@sc|SXq(E_QdL_MH(gC
zgOza+`ZMBq=Aa8gZ99&(<VS4=Ju=$PBRR*0IXIue2kRT93P4ECF=`aHA|r|=;BZc)
zD-|rNUmncv7bwWZ!x_kQ(G<ivt_hRb8jgIZsAm#A5X+hdqPi{fvt?=Z#qpYh=?o`7
z+un5TkZ|sF22c#D8FY)!ut9dQ1Klg$FnNNfYM9w~3o!hcC|eP6`I_hzmYHw#grnVU
zu-wOEzRRHgP-fUoQ!=P*o>}UVRI{6++;BN_gz=~YbTxHiGF8^2(5d@)vjD{z2`8&Z
zfCxfb;I~bwaQ~1aVfgtciq;ZmI|>ebW@?%a{Z|WWJSwVDLx0MzKkc#FMJaL;CNa-H
zH`6gPe)ELU$EWJNDZo6rSbTyrt<O23mWox3>qI5zP-a(CZ)Doj#>7p#3=-(P8j@5@
zNJ#2y$w|Q+VX&5f3JHY#nj#&&nA~yw*)yqo0aSB@iaLaQa(i-ONK#UAjl?uJLP(%2
z{0MYHX(Xm;xXkivDIs2jh`<+m1V~|lXai#ych;iM@Tx=6#Kgq%Uf>E?%OGaMh1tm#
zK`zu-`4#`CwXcAyqFeh_Qb4*JL_(Uq*>rbGNq2*EcSxszgdim?pfu7gUD6=kDV<Vx
z@EqUsitoAK{e8bXd$VEw^E|VjwPwwl&67>!5)A1uiYJ(YFK6S9Q6#LQr)bHnF3lt;
zNTD~VTC+%B?NbsjN|U}Sxkd>fCXFg_P_lkBg<_sc&{{N)*19X_XWL0FG+F*^llYMb
zdAT^*&a{Z@Xq`~<bEE(!uP)=wi68s7xc0X=T~i)LhTkRH>}X5QJKz_BFOsof<8$WW
zKSh5Lr|FXO73+#(>p@ivwIdMmsWQu<+&8#_=}6DS*dyZyqMGMK%Hqf=>|?$8(Lkx_
zp(yyTY4Pfg+G2zVNrn9{_%+=ef;hx)6AAhfKAR)W>m@_P1Y2?5R6b$C%$F#aD3Vxq
zzT)bV6oBWPj?|r*KIfCPI7X>^%iBA*z;^@tj9#1h7@raUW@aDUCVRn>HK+!;soG>2
zL6zNO6}97@lxUT)Q%W?es_u<0E9)A3Peo@xNkDT6MfJHMSYaEf8Wv`v{yBd$0rrF+
z_XYIh0*?9AzLT<O2BWG#%N_ggR%?xU39IFhrL&oDy|)BlJZv^9^@OI^7o7$2JwRH=
zhL7A0dYT!sbfSWkUpdSO95Eb8jy>L+3iv?%;M*{k-!4rBT~j2o3tr&~GRwMlp_fWL
z7q6pB*KZdJH6}$k39?)zUWY$~y>Z`N6!&qNzDS>MIv)=_vO!##?0_eXJx-&V&{D<}
z?J}+~xJ=jE)_plG+-1T{{GR0N12ZNwI7b3U^kcWLq<)Ra?hlX8-j5p=8fnfyNq)xv
z1RH5c?P+rgO4fnr2PPwiJ&p-onj7WQ#qj8zPnWp!jkY(susUtgyO3JMkKBPV5^d6c
z#w$+!s!41D<61UNU|pg{=aVhv3{+9}n{eG=J{FCSnOHA}a$y})pqn`#{9ith?~ak#
z7D2%jel`wPZpI#RrO4L1h`>V7tR6vMxM)P5BP}hF;AjgEL_da32~LB=qok8?9e<gv
znVFR%`gYQs!M9xA4}XSrW}Gt6*O=LqxL=wcK?Ho&=efAZuVWlU{c@H*)sQy~c4kfe
z6z8$CSn;(uVr$pp1Eq#pW<g*`iE21igch#Yu>x<izj1}EMTxJi1!l;r6-(^)sBBpk
zvYOe1;Q2Kx^s9v8(yx^kl|GBbbF`&G--EBlzWJ1W{!uf`F`&FTqWPWN$ZYsC1}H?{
zs<aY$LF76+NLT1-%1hs?fKFw4bK3;2yxy3qWjdpnCyEz{J~vB8S3PpKA-DNdgO`;!
zr-J>Dl2Uf&17&QHHV0Xg!kSJ+`U=x07XqRU=qCuv!W}A#IVJ{fmvai&&$CoXmYcl3
z+cf@o)D)6Mw3GTSxB-@9uD~rC#gA~$p1msT5fLTXp1{UloP3*5mZ9E{MGPkstjGEv
zM1&W1DBjpY=OLHkcb81&y5JcGK8^~Aq<Sj~3Y{Fg&P$9{G!&05&DRd4S`CLw3f${=
zidw5rZQvFYx97`s4%i7z$@sSO{qgk2RL1aj;tER8cM$hf6`i#O0*aBvo|xFDwb$bz
z#SC0{a>xNzVM9AFUEGvw=<I6qr_7?Cwy)Vu@)iu?hKHAFPcT8teE;B|uAB3;ZyZI%
zRh_&3*~2HUDi~IHR(L2mA1%~nT0~%nas&*453*V;k+*&uifG!1nbLxe&q5dhkoDhx
zdbzMWI~l6ly@9W%Mw+fA3yMg@G3c^o<-d~O_uePj_wG;Y(|`D;%5Y#6O9#2a2Hqq;
z-K%$}S4?Q?xpW~vZm7|fiMLx)9jYl@F8tNas~)`@J$Nuoa5<lkGY1+`&$;Jj2D@_$
zwzZhyrk6wD@KxUMEW)dJ(#Ef_x@N6}ZLewVvxPAW@ZXd}RuB)C$g>{{NmZsDD(^4J
zN=JZYb{<?zh|b}l3|k|{2e7jqN=V94D4gc#mf+ZMX?5MkrGn3$XR0jBta-liI?tc>
z7{2P1rRZK%VEZ7}R%E41<gLe*KFQ6`!P7*|=G2!;^h%xF!qJdBN>GIxc{obd{E;u$
zma~&U0J*#^@>7feYoJnNoc@3RsQGz}{d>NFs($aOd)-*09S}t-KpP2$d1C&4IS~8^
z$O^VUN9_u=*HNt+zDg1i##1ImX_*4;KCAh0HvqTV5`8^*C(Y$EA%(u(#e;S90fUUV
zs+_U($08uUa)PdUyCe_3cqZbxwLKbQ{5}#VyK#OZ;umQNZ@5uKO!?~iPd_k??H%EI
z%%qJ9e0>{LXF569yJ=>yq^4`<oJl<n9&gG6r+q`OTJKTnV)+_cjaxeU99|S_(?yN@
z1<M3+GrjG@P%Q=xc#YtFmzZKvIAuL5%~=OawG9}X5l?NS??MP9%UBU<f=@mV+v_uv
z>VBp?Mfnot3RFobfbZcJv)HzL>hiv+oVs5F;)C~Pk1kqvl>hoivO^ms=TjB|jK#D}
z6byzflIu0JlMFs|{5re?Fwt$#A&B37cV_exq3clKTwMk`6r8HC_ck%*@ywe%gxc9g
zc&v|@Y-78x44UYePQ+zC&-PyT&bxizOS_cL=+?#ZX`#~jST-06w(i}VbtgsG`;;!I
ze*GL@3n!c$h3^}eIig*3ZfD^1X3wLl@=OEtF!h$pm=`d6!D}#Y#tUt0RLWjHrxq)Z
zRH83=gZu7FMmP|&D6AmBHQ~rtPnE!?KqOswE-bR{*u9nW%0#e1YSKU^rZOT|!p^p)
z0h}E`L95HgSqJ?}B3XZGf_+YjYr&pmr=N7+j&Z)WMRCYdyqxZx^Vm%i?Cg~FTZ)u}
zQ5{p4GudpSKwHLlVNu&|3)+p^z0fQ_;L*JbN1-tcw&&m@PtK|PjkA0oc}JX6f8i&;
zK{${L@e#VhTq5<Mex(C9R;Va+wM?^eM6yGmHevlpL5}tVwP@zVmLzPqf*^1H`?MGG
zcM$eyEFyrNWc#@*{({4{p^}6?t-pv7r;q?c9ff=_AkZ7%^Hp0W88c{WZ8AMwudQ{z
zHYsnaDx_OyXA<w+n{K@R;>yb9ZE$&d*^w3Df?|4g(`ReCE<e8Bi{kXUPfjEY^N4~1
z3A1$ai=TX$6k)8VOdFHngz7Wckvg;lp~tut@%qmAuDQ+d88x+yN@hhu4wV@-@`8bD
zw5+NbHHiJncM$fw!mnC?K_{~(p6cxy)HSTSSf*6ACPGHY)B&4t@<NH$3&LGFeiP++
zRXQFgdSX>L=A;AfLRJm<nnm2{*%YN>kOLiVRLc1Y5lo>oKV6T2&WQSuiHP?v;OM3u
zlt{e$-jeJ-Mm#PPu;KV_I5<n-!%ranom*!^cQQSc%6aUF+yiQoGha0u#Cw|ZRbYjm
zkyY<&vtra!BvxDBDzmaD^P4%2b%l7?xKD+$Dl8G=4L<R;n;e|xw1(jz+~VLr_jr1f
zZFzELcAE*ZlPgc=a1p4-d?c8i?aIDyu>fP+7_x!$#kD>y;JDhh)q6=2Wq4IjiN!&p
z-V19Rzvjcm`!w1ou4XXkI0!m3o7X3GV!rsj3uEFiHLj3pPbJ$>cJc<Zi#6l48Q#?A
z#Is||y^o#X;70fgdre<k$1)PSi=jNlP|9LC(7PRCvypJ>fI3}ATop-XP#ADI2_mA3
zRd<^H<Scr4w&E=E>E)T3F2}SvySl%iNAOF<6mnUo<ql-$5Fcbl*K^f!Z;I)vZMWKj
zYb08pE)-eh6EpB5hKYS$0u8&GLSM0Zv+8lQK+&1H549BwbSJo?@q`Smj!jx=X{Xu2
zLIW?7hpl(*)0Yn4Ht}d)D$uW+uMI<|)YakjLwReFX|+NO`~rRu)3i#?U@y%Fb8k6w
zb01!fgnJ&KHukQ5Q=OXmM5tyHpxR!l6But@JTd>8(1!d6-_ohME$PwoeIUG@wU<tM
z#Pc-CMkjyY!)|<H%JijApGl0<UcMI+r{JZfXW$RVUEwC;4e4s6{_5^5SDUWIU4krx
zZ^D;mZ%#+F9er~*(1>%hx=PZ;K-GkFcsJW<E)0ScJ0)jbjoq7@D`|n?b=-k8J{FgW
z)|$ZMBKX0+kz1(X{ne#^PzwEuoda_KhI(UbqdT<&ppN)oxF%>wDZG$Sqm#9<);F~I
zQxWv9IJN(cA_&9`{9pf<lL8y_ozmr>U%)Z4yPvz)ufPB4_g~!q^-O<J{Fj#Q9|v0b
zd9J^=_DhO?(cT^Tk97C>f7}26Ce?o*so&cBf9d1jWV-9g-`zPl{#l3k&+4lCv*ZsI
z6_B!wjfEM|Pyxny4rW#|77z&hUsIL=l{x^$(SLjZ?sAU(rJ*8Y2Q2pg_5lDqQ+_F^
z5IKM}XTO3jA#8vPz`uen?_2}^s=vVoDDD343-GT1%D*Y3e!2Ag&4q>I-_AF`6jB@<
zcRmRJlS9iGmxUhI*x33&-)>){sZ05kDjPVtTlf%#T!8E;o!f)Z06d-0^p>Yjd7xq*
zkR!rA_LOIRAGu17*G`K{dOjxWTFvt!Oo%W}<>M#BN&^IjZ(;{@hw8G<O%5*5@t&ub
zN7p}0?APWT29rDndDmwg22*9X%djK$e4X_&meOhy+|U~9-5(6|Rn-(x`Xv`pG`_Uf
zEF@|f<9;|vc%-q$E^cc@?c2lRbI_A<)-S=niOV_;5!qn&UEP44L~H4$p<l*jt>VLL
zk!8|zn^>ZB2;MN^+9mFHLPd#0^%2l&Y$~c@X=S>NTw;(;s6tuvC{39u`)C)E{vw0t
zLZD;}k>P!?z5GMyCv$EOu9UM&C2}0$7P<&+^7p{2Ub1~c)peXcT(i&V)}5!tyr_|R
z@^msUuruE=^HVN(K*2mjvBhnSh0`39wpO5t*BO5hA#>mc?jfc1p}da2(CWyH_?{H*
zUB1CSUCf|pD$|v+pNz2gyqZlAn@pD1JS%6SYhne?Rq)A#q^?}b3%k5z`p)OYf$5dm
z*cxcx&>6{X$(GA87YU#UP}03&f;?BtktlNNV3Uo$8cWx6X%0V9$LKYZe0aDP<C^D)
zK`sDtZ*703F=I|<6TMu5(&-&Zg!?FgI%t2HcX?crx{Jjgi?;N_EGo{Q3EmxJLjU09
zV0Ebkj~~pBfkl#hv?2c$`NT7MIZrN-)7h61)vMq)<C1=R98*yRLn66EWZk^x=EJF6
z81N@gAJ*-o#FxIeT?ug%Rm|>Ph9Wws$&r@IKjyM0RYuJA1!;T>K4~zA&*qJn*o#Rk
zM8zEx3p0&-(9$uB$VL)V8)smylwGTU&ooQAm_+z2S9~s=C__$>N-|JNp!qHJZ~}?B
zh?novV+j|LYD|hqgo^#mY>piH!zZq-=dR|t!pmPB`I=qE4^v0ZpOelf4Z4^dq$YWq
zBF-oExpW*V_=%#yX1&L)@FV*G`&<tOEfXq3x)EzjMd4)(&db+)HMZI!@RXy{2cbAP
zcr<}&G@J$1pS$d^9wAtHvetfTR?zEaUr)fgZq8zxQPYe&9PB+9q<vPX<^~ntgy-r>
z@OppPwEjhpQc&5Z#O7lqu4g$%;6|{Jo$D2MPp;~P?%|6|@nNYhCGE9&UhT%JEgH91
zJ4}pRQfYajPGbtrOl}#~Z$6iMgcsP9F6uFn5oQnhmGMGj7(<781(julwap6hxTPH$
zk3e0d@P(irwR3yTFK-vU4GXWO^dyU#g+I|xbN2`ke{?pcofO1lelCy}^IaZ)EuUzL
z1gG#d%ETv{E)WW7m(YMehKWMg#lE~{b~3Y^VnFBlzAVXd+pRzK8NAy~{-uw)MT)C!
z>pRiuaKiW{jht%qjPa%#t5<FFI!wK@;p6gtJEoWx+v|+)jkU9UB8SyhbhEL#XE9s%
zkST2PRuH5V*e#jT6vi56C)7s4E$kU;`E&(*i8=~=x1UQ%Y9K0Z?WhsTg4}d@hB?9W
zglyxUQqS`Y`+vT3E{EF;v6)i%4s>Nb+_u92OQKezC#P>M(NnF*_>VTVkR={u96d@O
z2C0$!coE4hXNy!6Vp7t!UCl)!QpCs+boNv&(gim~^!*tNhs3+Ce0kr`wio*xp28>w
zsjoiEKcZ?QU*Ys6=O7+`L&Mzi?1_G_Qbd495bn4TZjw-~zvz4aQs!iqfCM4FV<DzX
zi|p}c0#~fhZ6o_27EID-<f$t%8;nFpFzQkR4yM9POB@(R?_bolmZb=#nHxQ`roecu
z7RJjX2xUoEMajxu!8eNTj++?`LY_{x#o^$Z3tp(&N6#`IDD#*sZ)t1k&DhLX&8Q@g
zAUW>ftO#123^Lq#MWN4d+?sBi#@(%IN#Ws3w@52&o^in;^e8Lzu{lSuBr~Q-3rOu@
z;eLamEjnWx`#wXA1coGapb?dNVEKh_Od@wuz9oic>uHH8XK3#NK@DksGCULP+u#Ut
z{@vm!nwH0A0hBcD8m^BZG7$I2o$#Y!sZR}cm5or{Vmvz@7@8_3$(SH24X}dx`}ikm
zoZ+}*KP`XW=WRi6$@8BNIRBdcwdia4;znmiE{v@Z{nM65T>(S#zFD$Jz22mKfo>&u
zrt@%w`h+`Q+)|n^ab24t&p2IiO`VW$FxO8|Q<8j#MNHTU*4dN$DCs1)H_1D@nY!H$
zx$ToY#TxZ{5>xvguE97&Vo$bP($xj>Hm4c$8}PSZ5;{MCkl9Jj(2vbR7c2}c6#MB0
zdB0MrgEme^?Js%wxi#FZ)X<h-pxMn8_4__&k1cW|6+H_&y0PthtSKWb{BW0t&nU|!
zAnF3|6yA*)5l@NL%IA{U;~4)4Q(!^Kjhkw<G}JL*WKPeNk+gjHEfZ$-Tbp-q*~+rE
zFPr%qn=SE-&hEzo<rDVGE}I4Z_DVY(9e*WuT#0I)2Oj52H0vW~IV7WBAG%`jF1St_
zgtL@$LSNIQizLM0DYixgg^L7T;^R)q%sp9^A;SDj;TDZ;8~Amb9;S;kSL_7KvzIm2
z{IUOyS6XO$8e1m(-o-8xw6^6{bNd3E^R+;`-dibwTTO)IMZ?p)6d0y9_faj7uZ@w4
ziI}^_OR2*U?l%~iOYt1V^zH5jGmLp{Bv#>N8hx4FW?#1}2wtfcawL#PYkZ6w?Ya4)
z!T<JyOj?SVT@DK2R^x>H_S@3@6=#wrnfXHDVXG9rl@#`f5!}V&*`=qMDe!LQ`Sztx
zE(fun+565oxL}WyGAI@p`}kDzLA2H}+Cm<p7vs)HhZ7@(8S&@GhhI}#A#vF<$w^a+
zdwmeI(x4?0h4{Wc-3e~3h2WiKMB8IsYD+1U&gbh9n_CLmY5O-V?G`LOshZGCP1vFi
zbclE7r@_3=jmwy5<Gs8PYN|!6OThhM2UViJ`<!>Gl#)!y%POo<(ELMPRnOqKK5o0W
zL)d%~*2VY2A4KN)56gVS;&qkq$e5weOjJKKOi$?q5YEaDEHMbrs76l@K8+iNILDoP
zRVEK1VtvX{o5lGOLIK^GCp3Z}l8Z6bf$=igs7Wm81O0|sfoOjn*Oh$D@bt3%#cKmK
z2kc&AZ~<0vQ}ZXl$-3Q9Tu^+q$NzcyPJQZ|1ozQW=XzXh7uN3s72M{WbK7c!&u$O*
zVouMV4-c1~ev(#8P@Wqm&d7YGB=6Y7qbl~W04vUi-i!5h;OiPgg?3kE%#;hEQ3<PH
z4ixHDRmzaCnFGk$e5KUwytPd};Y$VT5M5|W#n^d!LVh56^eiv?JT`Xd&@4xc6(=l#
z)VfPj+Ulq-9!KG{&aN{!jMlTzT?>wOdOIg*ny6U|9^L11RvBF@$lV3?9HdxqEyIwL
zQZHHBpB;Ca9H&`4LAwzfZ03%@))ei!J@`~iGaNVKD0bsEa0V}T*_^tP{=vJj0-&No
zA&Q;~f$x(+1s-teS-&Kb0Grc~Kv51K5wRQt;WAtc&U|}>tp=D%Z3dSvVkH7Dpg8fv
zTF6^8#+a{@3aPJ@(se4)(!mAw-nx~SDwU<R?nI~Hcc=cvWFF#>)32<f&<TsV5rRep
zu^M9F_^^Vy!mID1*8FQhW-qiPs1-g@+aYIY!t3oYNGdErkcfpr>zRFqu`zs%!$?#O
z-zP<##Nod?aGeas5)<#D)E-lC6eTSpH)aGqkjJUTfy!=xnr|06s5SRrQm&^_aY9Fd
z@L@Y_XSDaH`hR-lYn#L^KKJDirqwy16CH$}CYBgn;_^W&Xw^Mn9o?BiMkrBMn$>Y-
z2gwzrV(5p87hczf;yXrKjmKj&9Nwm_6A2Id@O#1a!^T^SSjL%GBu(OYZIBW9U{^G#
zBl+uF8-08XFM5;c_{73`@ii7G2h<}J5B^KeiTp5yhHR5j(JiL)_Nyos-I=g?wRbGH
z#tO^re8|P8XwO&mlO9Yhw>5?&Ec4P=v(i=ulRsa?lca<pdbYZBQlIbdwz`C@At0E>
zk;pDVs-8p<GS%zRuk+cBIi{wBLQT@U2*<?}R~VMUHc8UpwkM_aK#Py};K8!ut5}ck
z#@~$7&rQ1$xf0{e`wzY`F6X9?js@;TvkR}QBbOSg>>O{7F}xq?(@*^oW311TdnzpG
zqmoO@$YMIWu@h76QJCZwSm}gGJw9eKii0!jqN|{9Wwe92p><?e1gEw~_Z5R-naaAO
zzm`+xbt1+X{g_l)43A)%-f8T0A9B2UWPyC4daGR^PJEcEUBD{mrwsYL2@7bWenCMc
zoA;E9_<hpjL~yTdpD(jK!DP$Ke3#F@<L2e>=JnxyOFfjwZtig$WJyy!sicCc#qz1=
zzy`~dNpXL2TSRJU-SSd-XII#(B<-0&q;;bP`SS16{fifd1E?u-si=rVXR@Rj_~=KO
z{<1G93otK4GQM!Nb5Co0w+b^qWNl}Y3~!)&f%<`TLA6%3^W*8qFm1|D$GeU@VQze<
z5trb|>1SOmIFVA=rjcwt1lWYQ%ftB4D_>g7;xTZ^I=#5a+_iHoh^sNs&Kh58i>Dln
zO+P8v-4^$kYj{nNH?m1>B3;y;h7|LJuG}_9u7djnPTa4h=m@=GWP{?_Q%d7mt`Fo8
z3W<Rao_&HxNhu1UQbeg<eBC7Y(q9dz;1rnF2@^Tp*ZZh0+LqEGD}3LMo4>X6#M=yd
zbv1oFo!1!cTZgCOvokm~*sDCf3Nm>Ma@W=QR&nisbF;{wFi>;03jei=1T}TNM_w+}
zcCM;^lt=R&_Jq;y>HxlbJZd#k&{;gw<9P!`YS*vj5m_&m&lNgAjg!uDqfg9At{-`S
zDK7bB>)Z@C4YwY<|Fmh=`N8S8Q!eOMa}HT|D_mt<E1<5&y5X3J)rf1R)$^z@fqHSn
z@Um@Qs#KB_SBb39bfXrjDD8HG#gR@znfM|$r<@6=U`BymkFn1vDU$5i?hR4273nW4
zfI!>+H_3~SEaD4TC*D{L^dny)s%wC$sJT2=%tljGyF*{ZaX6-1CUNnQ_D*It6TUq^
zkH<~hx#l?6J@PqR8zh~s-8-3Z!90WSb++0{#PVc-$tnI)Kj!Ya{n=2vn7&|IZG?9-
zHl39?*<O5m_Xko-qgkyOUSHHJ4}ysh9Mx`~^yAR9o#9)B!Fn6Ax@s#pF&pMlO|=9=
zw+?w4y*RbKa{sjD$Ibiol7;JdA5_g{=?y_9^(U7+2iNt29%*I+{mlr1f-O#AhqNq#
zniP%c@sbG)fyUA-Dl5_ZAm(zD)_Ts#K1<%`*$a7{{!`iO&rU}LZj@T=dD<G7Lv*!<
z2IR6*^D-hBH})fY#v-dKnHenMi|sivEc0Ju*d<hVRrFN!4C!xyzT=`Ko{Ez$4o)^g
zLb+lWj6@3Q1a!Ew74g+jcyGvrIp`|mX7%*coZmDkE{83?IDr{YO4-#65(-95E<lzI
zI4DXldcX=4@a__VsMNmhp8~z-<)CDIMvaroP3pxr=iz5Xl=5s@A!jqMg^=6Xlkccu
zYwPVAjBv|?<S(Ai%+=(sl|G%g$+`8ZeBR@Y>QQHk+<k4F)*`yj0#GTZ@vp0*oTH)`
zzzNg62E9uJ?_YiN#Wv!$q`nLs*&1oB`_bzjJ{^}SZI>revx`4;CWRz>gu!ONx4{U)
zt%;KLLZFIHRneS$29aI?%1I_vvTfyO_DHT5n<1+VIy_-IO5*9Qdn3@2t<?P`u13*Z
z{u{Pn(n@p4!blk0RJ6Gs^1zn|r7k{bD98{c`02TPyZ2!wK?!0uV&6v}zjGMcH`^eH
zc)+g8O#@0i@aUANLtcJhNTm<aSGEcdqdJK7nP@!BGH#*sLC`_EAs#F|kh7U?I+^7g
z*81#lIvz~QJJau3ZKgDBQ{_p-6K1-3*#&oK@*~u|<)kItKfExCjo*2tN^a*$bW(2L
zgSQIq`pd&h&vq#81Y!%i5ms}RLe-<fz_E8@OB7q$TiREQ`gyKF4euM9eTr^Uq7*Gy
zX~UISU$$%vYl@c6`5~()wEMwj-Pq~+>2yBCV5LRT)*S`AzwOnzKqFs~dyiciF~0e+
zF+Xk_g2!^JW!OQcE-&CB_0b9x#Qu<gXA`s@>6R=)v5S!15zd{M<BQMR5q?Qp^s+J(
z4<D5rHm9?LkKNi}ty%Om>tK309u~P$J^Ab^CM2hcsZhtx(`oaYuBq|$@euB7%V{E=
zwj-f*dxvV1t6GXS<M{?tOV#sj9;7H+rdpi|t!NJaAc;mbHo+26ZUd(wYb~YB_9yBe
zRUQnXThKbwa530ani+PMa+Qc_F42z%4!tqc7&0KoQBC3g1S|Z0M6=Pk>(o*6LsD3H
z9V)fRy6A+spbo#N1AG3k5*vcWTrH=*BRu>r7GqxU$fHn_fmGP%k=*zOFG|%HmWaEn
z4HrmfA-R2Oo8=N9eIpFb9?6JLab0YEwCy}BOt8_=&=j*$ks=w>O|WM^9u>UPM8>KZ
z>R>0vW15JBot`9JHp>g6Y4+kZdW_ZO?z~K72h&DRW7+ndv&QMeNuN0m(Xv{n$K3l9
z<raJGdr#7<{n(3ke1_yE7D1yqs7;s}`-NZi=fCjXzzsUucCy-7@Ev+)C`dNqjT**b
zPj28@#7!B{kG~_+7&^qUdQ3ZL6eChD?VQUif=wmclW&_{p}+fLIZ?_9r#tlrlDxJ7
z=@{zCBW~J|t<K%tA9fA{^d%N4-3yBCMz8#%NQy}1==BXGWuC3;f6RG0?w;&zJBvK>
znsfRiNB5ay`2pK3(Jgs<bn(rQFkiha)3)&2>bmMNJ!sVWtz;F0WOMFZQ+Bsgdyhce
zli-@RR{f)?jc_h4%BQLiI!q#+6C>Wtk??k#fmp0x#3<`KzBaXLXK>GSk<2v(kHRLt
z<1%!xb}4M^S_@f(5oS~dLO^QSgT`1}H}x6TL>L7nDoUtE-wecv8n6y^FQ6-r8`*Bn
zs()##%O6*i&{-+B{bKhLV|0TpF;c#%G|_5~hM=qyO)H2M&(1CV>M)ea`*8n+xasO8
znOard!Ph`R>e$oegq%yMWM{NXa9zmurk?J88@GnsIG;qC3;*E^pO$wuKW~)Xy8e~3
zWw2PfI0c3R^_Fq!M^c7_5O8~2tEQh=KV}09qQ6};u7x2U^H%!UW<*$!Zvus4g|ca+
zK_+dAOs#M|Bg#U=d`5XE*>F1DDTP$2tzHgNvqeXWFO}-X4Qn<*Xz<tm5S}BTX4kr|
z&h2uiW&vrM)NA<gsg5EA(x%&zI&O!h)3k1F=tP~YsJ#wwvw7Ux&Uuz2FO?%~Vse=$
zodshBA|w^9*nMbCt$mjTQU*nS;DS;Y8e*cIIzGH^SOubYfta;#DJHx6wTK`xbEs*Q
z6J3cd7UdYRCjC-UDeY-n1YLWI+H_rmolTwvU>+uW!l85wW&<FEc!qdgMRDo{BZN`e
ze1R|kPRYNztFo&>LLF<qrwZ{?u8JMtAL3D2#^nv&Bsi(}jm&zr3Q<#5v)${8Z_#+7
zw}-HZJ<g#hO54ZDYx{?aWT=aUI%5m>^Y3`3teLQ*2qbbc5z67yxBBVcW$K^N(gW#R
z@Nmg+-3_Qb%<A;ZIv6_9bRVl@2piDogJOLH+F}tnF!M+#$JnEUt^D1r*k2|v_V-#4
zTDJLyRDKqO=OtW>T-4nW9~l}$hD=o>=GSEMCZdc8hpV$hNp;fXu9-*HlG>zIm~M4s
z)~&l+5bUP#*hKNov2DG&%IlaaS6#7%kWZHX$iQ|xBB9lEGFm`8noU_cH-++_PO_<r
z+?wJ!r`QU9+}ANV7Q{7{LEX5K+~Du_#zS#3V|5@J+=ss#QSf#T+r6@(R!6wFRCNcE
zUYZulh3VBXC-+0y%QM~D_wk3Dfm`i$JPI`|NU^Gbsg%VKT4b-ew1qyxwqx92lNC}3
z{n&o143)G0K!BWqG#oezQiy0F_K6Qa6W=q$k1|Qb?)-f?=t@oe2u7J`CBknfCQ(9A
zkz+N|2(ItSqD5My@su*g|83*U?wQT};+eFO28~FMKW~P7N!|9=v}v&p@8zlTmRv-a
zl@ZEgZquIp7c<iXNwL+QV%h8TLA1y|7n~vU1wI?C{pcQ;2ZVxHVhv`a`OrRewu0zC
zc8wCDTm)g$sy(8^7pw*O9T!n$5=Gm1b6f@!wc<fe-PcYIZ{@f8E#OpMqTeZ*xzN3X
zd<jugL|kzfF<L9Tq(#0cigk(XlfNJveNqt+#Mr#8l6rG$&z;8hSdKKv6uC_trL8=8
z@%WamkzZ$k+4Gp$vyZvn8gGvIG3qUlxp@uqrYUM~5h?g!x!9?y+rQ_Ak5LJ!)dw11
z48{5%EP%fXiL-$qf0dyDf*Aj00i=;NH?+5LurYBYQ?;=-B4Z%4H@3C0cVy6aa4<Ku
zwlcPMgfJS}7`i_DWjqADn}4zD8<NQ>k*NVuoQy0ij9@YaCw+TIcQSbqF`zP)qp_>w
zUrd~L_NY74Bh6ha|AFuPrGLUATp(r^HfB~9AR-j7*?={enW=&Ie<<&Ksee-b2m0kR
ztO+<*|FUfUo9fPL^TOQG(wOXLPZi0S<n3*YoD7Za$$rWY0K)dh`i?gCfcrMU^K0MS
z##%(*(U=SfjQ$DA+8EvKBmUZ#Hg<CXI^aOY`ES2>K|y(-hWcOVeZOW`dt(#8vc}1Z
z2pF>dy^*m&AYcfY3E5AKm6@HB4Pd+5$gKZ`0p;o0KtKb3$G~iWuk}6b?)ZJWJ6@m|
z&~Ll|#twvj-@`cB07voPFrW=E5S05n#=!;x1NP#(?LYGU-1`j!1Gc=oLHT*)uYUXk
z9VcM#yVnLQGc)8a(D?7XU`_}pP!8xf4Cn{Po$vhL>6n=T!h5{TEMPXaf9Nmdem?*@
zR=~LV+xb|)?Ckfi2MZw0{We%RK&<!MVC7^7-2Hz)A3z8At>42qS^kh27(KxM{yrT$
zFzUZ!5EjT?5vjZFuj>J{`-gl0-5=uzVPONTpuh0~*@5qZrhmhjAuJp~=)gS;!~)n-
z|G@5|PVTl}vVfS`?}8tG!<d1D0(Ze1zte$#237nW1L!~;_pcGa3%S={z+r&-{(J#3
z16Jif+F%2-+`GOYX7C^L1>j}AGw%Lf761d^pZ9lt1JeH9qXUNip3Hah-M=0H#(B5Y
z{N4r!5T5Y|#(7tq?sqy)=KJ#n#LNl0e=mT6l@qY4|HgZ_ZUC#z?-)RL7xMD=Hoy>$
zKj!@%#(AF(INyDlfi^(*=MZoQG6MlVzqbJ_Yj@5BzqJd@KOjlPeT)rAGjSgS2H_qC
ztT}f@)_yx5$IoDsdl)mv{d*7$1m)ZX{NLlfD?xS-V*}l#^7x&OjrIOK0CH%s0ckXT
zrvuiyKV;?vasIK!a)R#Sb?)<W-d{_=oM4te#u-@tfD|3~c-g>^`!aI^gMW|iZrz34
zlNrcH4Xld4pAW!*<^4X!{>L)~c$TpPW#oR71;9A&0;KM?Uu(o2cK@Ef!|u;#00Tzm
z4_;27j@@79bF|ktw=}j#ynEs+nY#mzZonr)(Z<G+49Lj+^BFE_ZDK<PjPBh-UQ&ci
zlZ=N=A7pI8Y0PTG3^6n@GUNms8nUn&8FR7&2~P|`hOB&u|1-(IJY*akfp0uNAM&is
Q94yT2h?JC~a$<=82Pn6({{R30


From c0a1706885376c3825504e653436311abf9cfd14 Mon Sep 17 00:00:00 2001
From: Tunde Akinniyi <tundeakinniyi@gmail.com>
Date: Mon, 25 Apr 2016 17:02:55 -0700
Subject: [PATCH 083/364] Fixing broken test

Fixing broken test
---
 src/test/java/technology/tabula/TestLine.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestLine.java b/src/test/java/technology/tabula/TestLine.java
index efe7596a..9748415a 100644
--- a/src/test/java/technology/tabula/TestLine.java
+++ b/src/test/java/technology/tabula/TestLine.java
@@ -44,7 +44,7 @@ public void testLessThanAddTextChunkIntTextChunk() {
 		line.addTextChunk(0, tChunk);
 		line.addTextChunk(0, tChunk);
 		
-		assertEquals("test", line.getTextElements().get(0).getText());
+		assertEquals("testtest", line.getTextElements().get(0).getText());
 		}
 	
 	@Test(expected = IllegalArgumentException.class)

From 653599f3dee2e7dbe1939b465e5423d331a7c9d5 Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Tue, 26 Apr 2016 20:47:11 -0400
Subject: [PATCH 084/364] Keep BufferedWriter instance if exists and close it
 in the finally clause.

---
 src/main/java/technology/tabula/CommandLineApp.java | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 7ec2d9d0..0b8b5853 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -92,13 +92,15 @@ public void extractTables(CommandLine line) throws ParseException {
         }
 
         Appendable outFile = this.defaultOutput;
+        BufferedWriter bufferedWriter = null;
         if (line.hasOption('o')) {
             File file = new File(line.getOptionValue('o'));
 
             try {
                 file.createNewFile();
-                outFile = new BufferedWriter(new FileWriter(
+                bufferedWriter = new BufferedWriter(new FileWriter(
                         file.getAbsoluteFile()));
+                outFile = bufferedWriter;
             } catch (IOException e) {
                 throw new ParseException("Cannot create file "
                         + line.getOptionValue('o'));
@@ -179,6 +181,14 @@ public void extractTables(CommandLine line) throws ParseException {
 
         } catch (IOException e) {
             throw new ParseException(e.getMessage());
+        } finally {
+        	if (bufferedWriter != null) {
+        		try {
+        			bufferedWriter.close();
+				} catch (IOException e) {
+					System.out.println("Error in closing the BufferedWriter" + e);
+				}
+        	}
         }
 
     }

From 3b2d4a3d36c3fff301123d9364a63203c8833c81 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremy.merrill@nytimes.com>
Date: Wed, 4 May 2016 15:38:23 -0400
Subject: [PATCH 085/364] update bouncycastle to 1.54

---
 pom.xml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pom.xml b/pom.xml
index eeb402f4..51db921b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -239,14 +239,14 @@
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
-        <artifactId>bcprov-jdk15</artifactId>
-        <version>1.46</version>
+        <artifactId>bcprov-jdk15on</artifactId>
+        <version>1.54</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
-        <artifactId>bcmail-jdk15</artifactId>
-        <version>1.46</version>
+        <artifactId>bcmail-jdk15on</artifactId>
+        <version>1.54</version>
     </dependency>
 
     <dependency>

From 73528467bb761b3be52f3dc74872965640cb1fd7 Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Thu, 7 Apr 2016 12:01:58 -0400
Subject: [PATCH 086/364] rearrange things slightly; update version in the
 usage example; update year

---
 LICENSE   |  4 ++--
 README.md | 24 ++++++++++++------------
 2 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/LICENSE b/LICENSE
index 06bdd025..4beb04ee 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 The MIT License (MIT)
 
-Copyright (c) 2014 Manuel Aristarán
+Copyright (c) 2014-2016 Manuel Aristarán
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -18,4 +18,4 @@ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
+SOFTWARE.
diff --git a/README.md b/README.md
index 3326be16..824f8772 100644
--- a/README.md
+++ b/README.md
@@ -5,24 +5,18 @@ tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?bra
 
 (This is the new version of the extraction engine; the previous code can be found at [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor).)
 
+© 2014-2016 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
+
 ## Download
 
 Download a version of the tabula-java's jar, with all dependencies included, that works on Mac, Windows and Linux from our [releases page](../../releases).
 
-## Build instructions
-
-Clone this repo and run:
-
-```
-mvn clean compile assembly:single
-```
-
-## Examples
+## Usage Examples
 
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-0.8.0-jar-with-dependencies.jar --help
+$ java -jar ./target/tabula-0.9.0-jar-with-dependencies.jar --help
 
 usage: tabula [-a <AREA>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
@@ -61,8 +55,14 @@ Tabula helps you extract tables from PDFs
 
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-0.8.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-0.9.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
-© 2014 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
+## Building from Source
+
+Clone this repo and run:
+
+```
+mvn clean compile assembly:single
+```

From 9fd499c1bf5f6a9a9db0886e13abbc96632bec8e Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Thu, 7 Apr 2016 19:09:34 -0400
Subject: [PATCH 087/364] try to fix travis breakage per
 http://stackoverflow.com/a/15258166

---
 .travis.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 2a5ffc72..b2e1366a 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,5 +1,6 @@
 language: java
-script: mvn test
+install: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -Dgpg.skip=true -B -V
+script: mvn test -Dgpg.skip=true
 jdk:
   - oraclejdk7
   - openjdk7

From f003df3d3b1b956677192549c0ca35d8110325cc Mon Sep 17 00:00:00 2001
From: Mike Tigas <mike@tig.as>
Date: Fri, 8 Apr 2016 16:01:05 -0400
Subject: [PATCH 088/364] try to fix travis breakage again.

per all the things that reference travis-ci/travis-ci#3396
---
 pom.xml | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/pom.xml b/pom.xml
index e7ac6111..eeb402f4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -151,6 +151,14 @@
                 </descriptorRefs>
             </configuration>
         </plugin>
+        <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-surefire-plugin</artifactId>
+                <configuration>
+                    <!-- Travis build workaround -->
+                    <argLine>-Xms1024m -Xmx2048m</argLine>
+                </configuration>
+        </plugin>
     </plugins>
 </build>
 

From 001e262a02d87a2cd53d9e1797360f308d5470f3 Mon Sep 17 00:00:00 2001
From: Babatunde Akinniyi <tundeakinniyi@gmail.com>
Date: Sun, 10 Apr 2016 19:58:48 -0700
Subject: [PATCH 089/364] A5 final draft

---
 report/report-assignment5.pdf                 | Bin 0 -> 410146 bytes
 src/test/java/technology/tabula/TestCell.java |  46 ++++++++
 .../technology/tabula/TestCellPosition.java   |  45 +++++++
 .../technology/tabula/TestCommandLineApp.java |  28 +++++
 src/test/java/technology/tabula/TestLine.java |  71 +++++++++++
 .../tabula/TestProjectionProfile.java         | 100 ++++++++++++++++
 .../tabula/TestRectangleSpatialIndex.java     |  21 ++++
 .../java/technology/tabula/TestRuling.java    | 111 ++++++++++++++++++
 .../tabula/json/spanning_cells_basic.json     |   1 +
 9 files changed, 423 insertions(+)
 create mode 100644 report/report-assignment5.pdf
 create mode 100644 src/test/java/technology/tabula/TestCell.java
 create mode 100644 src/test/java/technology/tabula/TestCellPosition.java
 create mode 100644 src/test/java/technology/tabula/TestLine.java
 create mode 100644 src/test/java/technology/tabula/TestProjectionProfile.java
 create mode 100644 src/test/java/technology/tabula/TestRectangleSpatialIndex.java
 create mode 100644 src/test/java/technology/tabula/TestRuling.java
 create mode 100644 src/test/resources/technology/tabula/json/spanning_cells_basic.json

diff --git a/report/report-assignment5.pdf b/report/report-assignment5.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c1483fd1d5f4a521eccb9acbf50458e4ba209c77
GIT binary patch
literal 410146
zcma&NV|ZoDw)h>a*hU8{w%xJav2EM7ZQFJ_=-BF59XlPXlaAl)efGX*pL_4~{_mGr
zwZ<%r8l_R|SCdR$M2wD!o&}a{@Zjd)wCpy2W^fpm703v*Gqi-|;Q=zpnAn;*n*-TC
zM2bKLF$-&F6UUFx+Q8XF#Kg$X*aXPO2kYeQXkuUk>kc}lqv5tL=IT3AM;X;BL&XY>
z?mCju@GaUVhBpE2X@6hD!#^{BWl#55?5pwjo=M?1xo)jbl~n;Jma*tDCiv`;F;QA>
zTd+?tuamw;7Widc6IGlONu)-iDvi`Md(FmKv9C~C4HI?G$y1)Gk^HaGD%lt1bL8~W
zt;V8agv2gg^2^myk?CpH1wFM4cB?V(?FqN*q=z!^L-T$`QQ2g7VSJR<iPW|$)??ir
zh9SRmo=|k?Ru2|2i2PgzzUOV&9KxyU)>E9F)Sa!-<fF<2LyOFW&rG8j&#^`&RrelJ
z%oxDtNE8kvHG6}Q4<f=PnZu*mm+bO@V2I)fCLFUya=J$=l1_&-BMTOyyqO2Cr~|GJ
zM2I9$2lY{aWJn2!qEQmJCczXuA-aNwaWG*8qRx%ckoLh?ihlgG;_h^3-%084x_spD
z#(o2Hj2w5QD2(Jb;p7^lugWc{J`sMAYrG*8lxsZvc-)+k@;=%&ZEiHMBC#G(;MRXT
zbeLuJ{^9=ePAQ{{<&cCyz;mxm{#nm;LT#h;ohP2wcBY_)$~V@7E0VV|+ic!=RX8k%
ze_^7%FD}|N6@@51@kgb;xK5fZ>ay^a5&f3jl@hy#c60`VIC*ZD`}OXQ_mxL0>lktr
z(N%_sNgUGbqZ!i3fC%5d0Spxlw#-;Xi3KIW**AZF-=&A!<tme}KN@#m)7^6S9de6P
zNT<VCE~!B>j1x&1F2{aWf*7Ml@hT9d_%P6`K>)#`kVa52{AK3)51`TBd1XAJ!IBj4
zVdPjy13ZET?NC2W;iPnVFLqmg?Ob#j$$kB-S9AD))Jp@b7{A5+F%O_@>9=}wgRX6*
zH`*j;kci1T;|x#+FjTL1PFLI%MkG}#x_fi(Oi2?QSqzu`+zG#2e#p|9e(O4ac4gz2
zRVUU7ttSp-A|i*%UYN%g3?``}xYCzIfe81-RFQ;l(mmCb$Q_2rrLR+f!>L6f%f~G2
zp{xB82f3gm9tG5xXRWRl(PT?Br%|;}(#`}M)wL!mNH+W=9ZFgQQ14BlfonqbQ5_Kt
ze1}!pMdA1n)!a!kS@<KyQy-JV#h(<*;qz#W7A#n+%a7!IKOE@qhCQ^neYAn%p3}rQ
zLLt)jOw=Zhto9g|;jro3l^w!$+074NLIn@GWr0H{VYHYBktT!)+=K==(Qd+voC-$a
zQVuZ6CSwJYltRfZoRan}_NaxFaHhDkUBp@UaImvgYq2#yOh%SCtfQvSH#Q9UtiIm<
zitIXHIdk1`J2UM<>G`&1b78+R!7%Lwd73}Kq&@XxsIaru5Twav;d^<ngjN-@c7&9%
zAQ*_nqLp&Yf>pViDVI6$GD^w^{|gv2<`L5o^}?53(h3?^wkU6HFX#JfinwXWrFNk#
zViySy1S5KV8vHB4mj!UzkgJ<HP*Y?RzIuk~X<a@pug@SHxDNh~kR(Z|_M`0MMyLt|
zkryaQ@rR???n##eh--ZcifTCfMS)$d*Y~r7;wP{-$%zeL144+XC3)q4kTFJ>i|I~6
z@`~vxLQ-34xt<}b5~O)RmOw*@eICWURm*a9VpwQ?_UW`RTYEfVTWhVuoLS78@*LCk
zzNK(wDVrb?a?8ubvRF@!*&J6-Ji(58zXl;`@<nANG$qp{h}h8sF}<Y&w;0Wbp;oVt
zkyS)QSW8(lfr+8n1E@-Aee#KkMi#QAb;M8c3^`NKO>qFlpOJ@!2B0Vi&n`a^y!trc
z)2&FdBXBv@*ksZeyH*zufvA4d>dLJX2wQWVaOFL_b)C9cvg?cyFO>$E7K#9Kv9?d?
z3PNWo6HC9upNw!t(y<|jF4O8$&dv5CLs2wFIznz;oPD2BdA9s&4z<H=SeBpbkRe~q
z^aw)n+sA_sd89M1p`KlOzD+1ZotNI<GwZ^(>p=i5I;O;T;hJU?CWQIuASwOz$P?=Q
z8!-%auCqR<B4S!{?^|$S>u+CZ_=Ax`Xa5kK4WrF~xk++y3n!#mC{L&a>cYTpNVM>?
zAL3;ENWkqCJtZuMs>)B8Y`ZaD_!qurAJL>?m^l4s&W?iYF{_o&E;UJjwHGF@*#=#s
ziZ-TZ2+O?3<X?@yyjpeX*A{=}Z`WFv;C+_Ipt?c;JZ3<thcc2+e*tMlhIHxDh1TlO
z=-F%*aF1&9XlOGVzwdba8ds)(ykLtA2YESiV@~e?=_#y>>=H+s9!vPupX};~%UBf{
z`SI0!yrT-Mk3V{lkVgh*)v0K4T|#I-Qf4xo+c5@eCW=NeDugVRF|-J*cNYB)@Sp_q
zvn`h)NksFp#BRC?0j1Jm`6HD2VHKN}^SSAe?Xn$CVC2`+sXFT7!fhcKYT|koH&D6G
zbM`zrCk<=T8eHobf;wy#)0R;6*#)JM6{hNQCb2{h{b=G&1NcOBQZaU;yKzZY+D1+U
ziGVkYdVZ)x%^?%jq*a(;lafXHYTT84GFYl6{jN_WwsU-+?y%Ry8vU@Ql+An!>b)%x
zFyP&D`K>3g=Dh`T80qJ6Kbz0q6nt8ODMz4*W{~6ea&|@0<LgKA)BWxdsHlrUFHTVC
z*p^yMuOC^{6}FSbBb!G)uY3Tat}M!_;-enf$eih3W)u-WG~lWJ)<&7&w&w3s{XnEa
z@)2)ct?!o@YZ6y=+f*rpr<0L_vS~vaOmGY;q<jzvDNxr=O;d5uSX?!^U6518O{C;x
z4wMh(b)}c%1Y_&&d1Q>{|8)i16~HNJ^}94_h_A=n8ezEoo6sFxFLW(!8=tO6D_@)4
zN-}k?msY{0aRB^Ht{SwLg3lc|enni&Ama)hb(-|BLeDOlDdHd-b;fQcM!j;lL#Sqd
zy-+uYI7{GqL1<tluL|itn-GytO~LWy>1omn2k~1blzf8JV9(21T!&D!;Z<EZvHbTR
z(_gI?at?WMcvrcdR;LZhD~lmLhW5U|i6QwHlqbjcz=bT@hM8L{f{|J=N_(MOS7fH9
zMx!n`(=L$;M^Z!6-jOy|9_Is2dsZHcD9%_$p}6_EpVj?dM7$+dANMGf<qeMH4ZS0@
z2<2-8dN_@a81llmFhKML3M6O^h!K+r^<NL5nt5i~42~MqdtcL<dy95Zlnqn2LiCad
zXXa7N?SDDBmwE`Wdq3St2Cw;_t=60C_xJCm^|E{Qzh&w0rZpAQ&sR9D?jPq%33&ok
zt<0IugKir|LP$a)@sr*HXc%n;(Duiuf3Wz}UoSdh-~)9@9^~Z9Gg3iP!Yl?`v_<*R
z2q(7^h>@v$Kc5YhsY;p7_GgewgN8+BII6!(8bDOK2F!w)Dhq`32!w0!B%{~+k%ph(
zl0o?76vBcSmG*o|qxN%>ET`qeGb1+rI;^D8Z>67>@RF1gp8lzegpBytLZKbtZGZ|T
zV<%ZEKQZ1f57oikSS3jhRhtVDzSKq}A{xKYvZ_^2gr!l>2-kH+>PWUGFjew;<!i%{
z=74=-Z+H!vF-9)J)<!<RRsn}bzPWgfdKWT=WJC_qMHWD*271}6_(-qe+gODLqn6mk
zP8f`mK=_kvfFQqk`_W*#4~IW!pnbzap2|Exg%oR&QBagEO?wh29cXGt#{(z`BU-%*
zkE0LL*LV8iS|J(8jGbxJfqJuP8SgJIwWxr@C6Qk{1q9VOy++0*jdx2&Nnq3kUDn1M
z#QAFGO0^)gWP&MJL8%=)h>9{Up(Ct6#8%XBJV%|rgV-fxJuc5LKr|{q#YydYk{BrK
zQE@r5wY0nwT{;rVq#2w^v#{E#!{C`dZ!KrhU*yjm+TSgh&|37ABdWN(B~L_D#aMz1
ztIWD!%Z(Q#)aih$(T8*wa=#r)W|Q~sl+su7bDoTTcrYb;zM@_L)vJDTrjZs-M6;lN
zQ(rS1Qq&$u9JA`SQMo1$@gl^o+qrsf`L<TuR5?)#jpd$<tbp#r1SRAuT9<!erD}g6
zi%EL`uNXjt*dip9epCph55&+2!7N6wP@jGH={3k^%&VOqz<dW*c7`}z$3>JFj}Sgo
z)vA^gaO%2NXd2DTbeN{V-EGBjOK`XLYoYFe5ht0_d{lr(6K4`_@TjP%wEdg=-B6FW
z<9*xX0O3>+qOdBl3Aoka+FrVc(BO%bX>QsmgMuV%2n6xuXWY-8Yk@q+ib(Bi;p-A#
z3P-1gs^b%&ePY5fW6bu7fGnN|q`FC7gnKRXj2Eh}h++b)s|SMthECImG!=-Wg%+^F
zr|^KHXZ$2wb8H2Qf-;=ydq@NTD)K8C0|cXhKQ=r%NUXMbtabr&fachpeGx2b<Y;xa
zP)K!O1ZJdWEdDBB-khcCq9&caAOihv2;0-cy2VuJrQvd@V~hAGo7p1UGm(s1`=$Z(
zIzZfo(FNHIL98b*po{0-0zp;RZOyg2w>-<3@Nk#?)YWwYlg>T3c$w7{ai3tsHW3$1
zZC+WaAs5lk@ZOq@{EP|_mCSe)eZJRHW-@gNR^3Kb-VWK!{g;kHsoEFA7T#n_nP@l5
zFSuz8(|o?(RCJT9R!reyN!Z(=?vs+KlZ{$Xt>mH%jWQC()@?|%EU2LKfUzqAMz<fs
zt$`D^UY*^c8#lus$Cktkj`nu}ISiMW_&F{G1>=$~1x7HU;96MG^v%wzZ?H~5JNd0W
zSSKFy_g?fcd-*}(orfGFO~K7XV^HEDYwUCE)j%N@s4B*>OmSyph3a5wQi71^Vpt}=
zjZ3$UX!8T??XS1zbXu3KZrnc#oV%NOkwkaeVec#siooHKbHf8j2_>wF2lmAn2Rp4M
z_vS$I2q@I;43S>GiGax;Q1JAE%W%V`5=m1Dm4?&llQaej<Ok+S6@akbd@?aKFu+9q
zX#i$@wYc4`3FIocZRHdNwWZ{Q(B_}a)yx+eqAgzw)uQDzsKDX<B-~Au<@*L_LY=h%
zYfxA2AGge)G^i{Ksf7-|QdoMb&8Uib3yZeU*IPaB1=VZ5jfT;|tB%B$34uszQWBKz
z0Nk`VG{a)THO~W1dw5<;s_5vl%JqEi<a~a*nLQA_pDJ;gkz3Y8!V?%~!j|k(X~)8-
z+)p>`Bm5=&<yftfz!K##+!)%T(%w@a={|SIwXm<|iw_Tb>9B-Vj-WwE8^oY0W<Na%
z3!cFcH}4ma&}%t$%-?Chc;U%~7JOrVI|(c=8WPj~q!dCf_N<SYF)Y#Y1U&$JUSbqk
zHzivCvBxypI|UQPi_0yDrUJcU9e@VSy1-*Gq2&C_Qkic6^nqK%<7!{cy%$4c+wSvK
z5~9eUpUqbDS&hU4)RB8Hyr-FP0Da2(IJQ|%jecO~#<x&@-CDO%@9nHj{cNph`+4#(
z@pkP#7X7FA7bW9xSU6=3T_tVGx`ex458TpTsM8et+HEEYN_mOTxge98cv#o=;IEUP
zL52E2wwj|h6d=vWLXrzOVOO`Dd(IC(jlQwLq9<E@kwT8KA=RjGK#YK71Pv#Jn)ko$
z8B1cFpJ5riMA)P)nnCiXKYZi`VWQcRzoH&R0YNf@Qe7ssX4W`03Z=%Y1}|J)d>49R
zHPGkyiG(4of&)2?JSRFAwvwtSPoiTQLIQzd<}s<`craK9Ck|`*<+jbW&sL_T%Bxj-
z+I|#+0@#dC;Oel=#VLa7goG3Mau*B|xN6WYagi_wYqfBBs1;d>60m8A@cy9h=NCjv
zXmbO{OnsvbMl71d*P%S6@C^f<q|%gmjfE9Ywepn(#$)i;IF)D2&E%j5*htYYE$b?s
zYKQpV&zkiZB=yeq+nyUR76mZsPoW8!K}PS!7zxv==I^q+YfNz)ri=6ds1b2^N+}z8
zd8Dx4XG2JsP>AsEA@!8vM|{`=-D}@6ru9o_j8#G*oR*a@1kR`R-iyg8PizLQqnnkK
zt5ipWPce#RU6(7u+jL>f*jt0}017hxD0(EtDFksoaY@AGVmkHhJcN`i_)%R8xs97A
zy>R<ME|B+;Wf0{_6apnS#8#980We5ie%ZVJUB?)^7<3f+lq1@u57}ebBnaa3MsbaJ
zOBf_VeRoBb;0@v5R%mb~b$^`>;q^lukt^y|j-uQsdWoIIpp#n+iSDe2V`(_F2d=|q
z1Y(HWccIb;GTO*5UPm~OY)UX0QN}A(c(-?N(lP4C<WwV9+j7INM~M*b%(7~gTWRgP
z*JOHI`cvMgUvARXMnuo+voy~|ee-__p91)+koSS3-UhgYV3T9-|6*mVblN)?rU1FM
zW*3Lz*(+ZK7=<$bq!F2Vu>P7u@^;O^er%1$Ohbna+RT$#CedDuMu(j|*uadfOjj`g
zJE%z@JCgvvOcOTeJwu8EhNDbAiQV%l>1+{d!+p>Vo@I#CE5!gWCM+;)ci?>2A1r5{
zfEaH13I*TZ5yg}m-5ySMMNzsR9DT@BchQAYe&a{iDLe75$UIaE9U4-*`Tz<^P+zb-
z;}U^>q)R-96w8Qq0h*V3z4ic1XJ9avi`pH1!emqcN=x8oiADf><TW`R8_F^bsik`v
z%2W`pg!1?4pX%QNSgVhp?|65g78r3g1lb$xxFg>*-4hTsCaqLH=dg295z8&)I;d~;
z4(CUge=8?^zWjBU{t5557!f#BzOccpf!Uyrt%U6|B&Jhx2gW^#jZ|MnX5k2^&milG
z3utbKiu2on$*n{)Z?|YkrEfBCl{q3F)NPpsnLE^VQ*Mhm^$3FHx1lJx2k;uOel-Jo
zF6<>=xBe7UJRQLwg7b1*k&>*dg_w+A%P^1Gh?DmVGS~+}J@F)H32>)_oF~lnVFyr{
zYl24)b2nV0I<qzcVO8i71H5)rMG7I_vV<Zgdpfo{alDb9T<;*}(N~;bZ5w_O^cVS<
zrkA0V%Th+zEYa<4Ytq%6%SharKM=3a`E$rKE$AT^D&#0Jiq`_A8EL|$t;<ryD|ERc
z7_cusxmilFTcLv<^FofoPe!y^1Yki}d49FA?89e6!mSlQRLWMOiNw8|=`9^TX03lU
zrJtgfbIsuzepirCtmiEV4?RB}u}|J&e6IR>9v~Jeu`e<kLgd=d9XIP9I;v&i+Uef4
znIF-DUW_9b=!9oD6rjFcD(N&+<p!wDnd<1Io1&0+lv8!K@2_>q_vw9!2Nb5_I^D=y
zLfGInCGNe_d9h$s=n}!mFnQ_xTw`nsm1b(y2SK2DVt0vZQ_hVY|9)>%jMf5w2cK^s
z3XXfxXn;@kf+Q8acc?TQc+R%S?OYlXEg@<LDM9ByyzHKJb_0#~M9dU=S7w|(szMB&
zb_E{%z0ArTN<?Y*S2Wl%h<YLBv~I4KRu%e^GEN3~p#X?-vG@FQNqjt{s8E1M>jV>P
zDEJEUslZ^a5<_ngu6jZlr<nNwOZ9y)#@P#4!=MHRfA`D$*QK_`Qv;Fb63GFS&CM+r
zhCFxq@A_Q!<pfJ?@c_dg7MTE?!`JytT1((Jt;-j{BvlS(s23vO>rY$xk=$V<h941d
zo@Ba|0=ROWT19Wb(m>tZciW!KO|}gCp1I$>0y~p-viR0Uh+!Di*;?digUd9j^O$x)
zcw7+7044e0iu%o1^$Q}9reB^xp8T+suliRyKZ(D_a0wh+0F5U+@Op)^GL(dA(NkHA
z2=?u3n|C;yabRb{@Jd_S7@Yz>by-y?ef_D)=*Mhvpzou*cPvL4+GyeL4QF@S*9@!E
zoujum{|gUXfYrE4w*wLe0Os0%21{@)GgWWKITiGPAaJ!0d!yI{CQLg#)SMKh*kuTl
z%jv~P=kAVvV}3^%x18+9#k?z(i!#8JuTCi<!yp*1knP`gcN&9@Rd$_g5puN9P+M>H
z7!7h6v`ey?4`zCYO_%vK%3_6;dqW?V0<U!%HAp&JYQZZ!)FbY)`+aAEA@}{UiqP+A
z_fc-^{dd|&>?W$`<*|sLazUJV8;{Iuuqqxk>#mzC-j7Tl&4CglX?9^9$`#<kmZ;#d
zt`l1dPd*=4RIU$$J_6<Fh>m0LkLzi4=>{g6a@Xq~LHU}1B#PIujkn~DbU}cRZ_Y=0
zZTRUW3y4_HNSYO=`|=_Vr?4!f&!V_ov0tYdt@-R=s8N^iOC9<PlA%bgpAJAkcH#!w
z;krS0D9tL*vFU(l+-bhqdlej5axvly#zv2^tCHkgPKSNNCex3vc`z>)K%yup;sPc!
zjfbOs9MQ{z8ET{r7sOpQqX180Ytg)OEF%``v&Tvm%#kc@DM0{!Grus&w3+L4ti-5{
z1X|t@fa}Fb>FH4j#fEL2eHY>byJ0`+TW?B(IBtxd#jdQ11WD;>RA~<MS@N&70*Rzd
zsf?z@gN}Nruf)j4pQm9o^T^02Fs<}~z=vC~G6rx~H)8)}y<(gvH^YSIX)@fXx^&t(
zxMM&rfZ^K~7nd0t><lndrFDPe!y-WSz9o0j!w%9UeNECVLi-}TN?Q0?HckWaT>!O9
zA=tPNYN6sbF=4J~Oc4X}uziQMtQ)h7OJe}3zJ@>)=t@FTr)`f`E2c2;Tlm^Ex2zEM
zLNFtnqbvFqzaTmzB6#!74XiEg=)6!*sk*!|YK$1ROS7kM%}_4jqJW|6E-DS%gBw&s
zLF?)_h9cE<s3epr_H^JloKO)i>Bx7I`womC%kb@RYIv-(R-dM=yVu8e5Y5KtAFw92
z#(zPVkJulq<_|#gN65~`$o|LMKjO^);5f=2_9j3Ec>}XQpN=NB&OnxbF&#w{Cp#BM
zBNHbe`@aOjcDBwR@11~uaG($9BWq%8VIXAZ4%A}&5U?{b139>ubzncZ&tLWYk?(I_
zB=2Zvq-5d@)cUAQL=4EFY~t<=)B!RG+gaN=D%l$tnE?O5O2SS|K#o6)=i~dpNgp--
zDOOfy0&@N#hGkGz<^VGNrGc_CCy?nc1f{IZ4CMMV=SLD&AQRKyadsfnzgqNB;=grc
z`loV#!7QeK)y(ka!vqY1e-JI(51a*L5HWGJFfvgT7y5sLuAEdiWu;Zju<0(2t{GHf
zAlV(RCk$|oTLJ^15FzO=4;C6s?kWNyhK@p|YOLG~Djr5`B#I6f6lk~%bAv2D+@~NS
zdaw~~1#?-$cDtGRI-;?)dh~U9)$Gz|xdTN0B@oc>tPbkWTA+@8aoVSiiZ(I$0EUeW
zil`3SyJKn!5dSR#w(!!$n~_m2G2C>2LGN$exklR~Pwuqz?w3H!AxsJh0xP=6&f`mt
zbpV#E)HH;{{0<nuOQB*8Wn#uGfGMmd-W#m5zArnZ=^RT>Bi}E;)%cF{jWsvAQ+_j(
zY^Nw1P@tVowry7A4Q0}$ESU*%@IW~~|2ta-gb_VMZ}Nz|z&e6i6dmUx;sy)^I(d-m
zn<HY>BbRwDh<mBoek345(y$a|Io;ymc+~Xix=HELkclRFKz1kGU1s{O89tT~%fHSp
zRTPv=!zRN#;k*X#{9I${(EPDyb&J4P>6LfX^I7GZ{A@Z`FgjOb%lfREp$ik_o>Vgn
zzo|P#1*F*qQs7{xTJ91EasvU<yqSGV5NfTPIJgT>0T*?4X6*!;XGKqQ%<-HTXgA&y
z%Jq;jaq+CmU5dpYKq863Vj_A_T2?A8GC2v4m^N+v`hfht*UM!wH8wz-o!5(X9dfLq
zaGVSi9AVxW!V{n#Pj3tx?6<h%hs{m_h2xuJg>LSm2jUaLCEq3qHEPETB1{5KYRm5l
z=5wlr%mh2y{mr~4q0T9e+4Jq_i4aaZ(soBikXY&P9zM?4k*tswr)VqKx(^IB9?Cf%
zmNkH$5sX$J0neYs9()rB66`O544w*3F9BvD0B98CTLFO;WLg1r4YITcSqSi)0elH$
zw};dQsP!V)!@>KD3&4i<Ni%|O23SA`ULj)?3RcEr79(W{Eg^r>g!T{?l;=bT9}<p;
zM@|%YoFOmArVgqs5SHh?BXP#<fYu3m%7>Z(vO>Os`UIn-gUuTttbnxouhw(pL5ufK
zY>T*KWJ6)~uI)&*Ve%n<?Z?{rbOk~iqSv1UEieiVJ}agU{pngnC|;cu6otqtfw&l~
zLNqfTvG`Maj6{ONJ~(7pfk8Sp<}l7)m`3!Dp{l`>p%mj{x>35S4AvpLDKbmIV_=El
zVneAqMK!-G3_D6z4Beorew@BmeOd$fioqE-9^yzZ&Muz4ZyUBYvn^XK;49K{bf^F6
z0KyLWwfi^fP4vq^q&}xBLvNyPSU)^Jf~`2h;U0>37)^jxAQDk3kkpz~85tM)2>LY`
zrJq$Hpj^(GI274qP}`8IA$CRZn<O6jmn3w_P*N;KQmTyR0A)!_VjXf`@-CvJvCqch
zj@TLkx^lIoc|bifq(pxCWJ+>$IVn6*q17*3QtbjB0v^I8iU{Sl3+k2W9XXnET_QeG
zJ`CbXENQoCdt)_8RS8xpr)gefa>>hSZfSb-c@%m?eo}9xFKu87eFA+-0Y&wy1!6nR
z{k$QPqM3y$hT(>ph7pEAyKF-WWZx1462GF#RS5j7pCc<F!WEh?@tA9CmTmt0!{i4e
zzBotm^L*0Jp*zCkt~(eLG83%>$^*Ou+=HfZMaX_e{ogE#I3>|Z(Vfw8x2%Wl(|glv
z>~$8p@876W9;t1qy;F!&OjAHp;woiS>=w}%b1H2r<rWw%$t?{mS1q3x>8oO<%ck9O
zr*rgJ-}hg_PU<@%Jlmcue+``Qo+ROB;&$WW;Hu!Ju@1B0WZGtqWgcW6v5qvGYr?ev
zG!Hb7T67sxGA<^SP05;~xC&}&&&%j$`HDBHcx#Nxo7ByUzBGMD(@CV);t>3*{Z+|L
zNKTqTok6co;j(~FA+IK{xJSH4%Wu4Q2KYliN-(Rhydbim#~|0BXvc`8GNEdgx=6E#
zdzjOx)gkhlZ%>Q7J|aglQ8H#sR%vBnQ(3=bx_KJj>d>5=wTi8Cq_BQnL!(-3DW7YA
zXVkmMBkPd{jyFm@DhG1|Q;+tXR*CMEmQaIA147-V`K117;KyL5m5!0mNT}tWQPcO*
zjl-6j3c4-Vo^v1WOr81-%+4>J)Axw?#Lwi<Oi;XG?qOYs4=c{Dl%2soizuhZJ8j>u
zqxYaFyeJyxCCj#QG`>@PNBCX@2ak1ywLpjMIP0*}hUb_-Z%iMp=WbuHpt6>-r+NA`
zDZ3nV<T_|GxUs^!`r7tPgCvcVARaZ6T$Xf%I}N8Bo>r%ppjP)a@xk!Y^0JKYGhYN>
z3?EvzYj>3o!*7FEuvgcojoam`qo?I(IRGc18s-?b7$62vh2n!_hCzjJ0Sxqk_H_ml
zGR*0bYA;}d3B3rrhVa0!!Ruf=IbqY&vR0Fyd9<mx`?|XU=nO?gga<n%;zs92#iL>{
zr7_*a#>9t27sX{oy+qSQrPI`DHJbLtqBWy|rM#GgpD?^gT^%bP<~F3m_Re-;_b%vJ
zv{ReTemJ%qR7_0Q#_RQII8YOOBE;W9evd%wuQ-sYz0+%VI{+*vb%s4B9u3nR#a!$B
zHhD<^qy;wy&x)iC>O>ex)=FYX?t#e(wrsmJ>fHqFS0u+L7g4cP%vMZU1ULU~o);oB
zh^(j4Vd16dVi;g8VifKew^+PTK`RuPO^~5<(lG5zkA0K*B@s=UMHZw1*JRnaX(n!x
zH?A;=a(K6&xo<mxKXyCz?8|1#=H_D7?fMq_(#LjTg;*1^RI9z#{>4qFuVd#|_i3CB
z&_-hQYC>!x#^lqMZRF;HLcT(Mx4wDP<>9bUyO6?87u|O)MC&1I4D0g^)215BwKQVg
z*<XeeyOFzcWb28iTN*xUj~kQs!RK8i_a)D6+pf@V>l;5iZq+jkHFQ^JYPWT24km93
zZ@zY_opq}kXgTO3S;QH~H8Yntc1hJ)iZ7O(6rTj(#$_IMop^mc&-pR3w%oI2<2Mf)
z13m=BM}Us^&2RKU-l|5>X2@WDr+Q%ewD6>($IMU9Pvl(UI$>HoM7(6AKh9;5dtsTQ
zoFkdNKPGXwVb5X2?sfZ@uoqg@PkEN2_TK<bBChM*k>7-ux$r!z9+5tkKPg`G?ptRx
zBQ*<_)|Vn$i`gx_WW2V1`p@U!f5)fe&wBU1i@wjuY#KL{o=*6Vk)6er=jMAOG#qjr
z6@eA@S<RWRqj`TWr?$R!b0Q$EPWQUqv0|<3`9&qI%B+@4hubH|r|UfQHD-yRGdET5
z%-7;)%cV`%Py43V)V-S6ZU~>FC!J@8&HE0YgV^_+PvB9IPZ#vvUhlf=ygz+5UuU5z
zkaYPcJvm>^UyaW83MpXasB<g%YhD+BFPm0$-JRtx>rXd@o5h8;2{XK>Jl4q#KulLm
z(}*>Toru?nPe(sSZ+JG`4P8w{r_Jw$^iaLEKBUZ6<@vfjcbOTE4PIHzo@Ve%ZI*X)
zJuTha92p<)&%0S%mX<|sR(12=2fP+M8{Lg0{5+HUEtirP!|&z|^K#=(Zex15^$>jf
z{6AgxKi$wj{qzr?`fp$Q57+b$*@youDJ(2x;ACP9{L_b31nT^qhUpLg_iu;$FQ1nA
z58wR%a6_w0OUrF-80F)J){1&VT=qcV3Y@K-${Am?#a^j`obC&lLVQFz2U;=u>(o8c
zudE?@5TRbjpX|JRt<e}<+}z7{rcin-a%XUR8lxCW7L+RJl9**M(k7@k!RONVaBKCC
zotaIdQ*Ccb4C>U!pQxsV$yRUy?$~Al9=aK3sbUV;Fs+S*U*n|jdxKF8f_-Qs)GHaA
zru!mS&7Sd}J)UJ)z1@*$FBK@$U!%~x3!sLGpM>9;C?e+=&7#<z-%^L3-0nxtKc{bP
zCW6=!uDIybRH-zWb-uc)T_CAwG@XNcP1yRG_;o<&9dW`vDYj_OPNRI6Xp_th93pU1
zz!udQx5WzBeL_AQInNA`HCgd?`E`EEp|<7Yhw+`)0}c|Gf8divNST9g|60U$U?>Sq
z8=SGTp~p5!{kP~*iE_?puIbW8eILHS(}COCm*1(pbX7x%bdd-&Q5~ARO`VB!t*1H-
z4411)F6xbjx08cjs%H;FO$@ifM2PF;V;-YBY}9gNKA9saJ}<(Ul|0i;D^IdBde>~v
zOC~il$7Ws7!&7`?CfIW6ysJrzx;`svS#s814_57*-w?cOe99%$2puy*aN^Jh!Eyr~
z)Xr{MpM7Yvl1!>Z*uA624&RMd@ltD;ceai6SJ%4gG7yWNag=r(2uh)kx`&zXDyK+@
z$<|NmO?u*fj!F=jm8`EhUrclmi@*EON)Q*omK{Q3-lgU7zZ{Q^ho5NgD3o#~+T?nk
z(6{9ht?@IbD?Y9jYBz+P`|9AGTzyyu<kJ^~Q_+(WPVC$DW1Gpv=m;~xBp)9Pc4D##
zX~skmXfTOj-BbZ>MK0`yYk3yb<7j?N^-qQouulAjHUc^1nBoTBL=8!2^YwrU8C2tZ
zbr4NbT8muJj>)EEeA^;BK!i@gi<4MR4z>voVrle-8Dz;zBP}92MkU+!f)URB0yjE9
zE`lX8G}M(5Y~g8jXP}hS*i}9CchtH{Q(2--YnUZyPngD<?DD~3Z*C-R9vI814MMEc
z%e-i10XEAOP`F@-5_AMOe3(&hbqlYJAhFh~7tRES+PV92!x6j$<Tb{)U+_h}I<f;2
zRR{Bdvrsyc2|eg)A%TxVj4mqd<m-Tgo~xjKIewog_ECh%Dv1YoI(l|Gda5Ln;o`99
z7h?ldD)m^*GN|?r9z3_$fnnh29vtHH^$$V1fW(k*+sy)X6cukF%*-g`v|Zc1VT~(W
zc6sdc+EP^gGM#yK$U0`J`va&DWnZQ24_!ReZ7)ybH~LFZ=<bIshhno}Yk#Qf=}}_c
zTXKiMQcF1rq)DoM230ugxb{KDL%Lv!58d@Y-UOT)xlnG*7DpgJj|=pIefyzqkY_PH
zZ*HhYA4yJ0JmRzl%tYpVYBq?<Rj0an7##P26`<^^WSBa4SQOV1PCAeZVV>Gn>;^=s
zoWncA0BI=TZpp%*>KwB<Cs3|oh<?vmDP}@;P3$%phgjgSt`4b-nzez$Ovr=~OZi9N
z`4R|PY4nlYM;+YW5uwj1%Onh^nQk>f!c#X#G%BkHxHJB4rkyoxJ6)a=W|5C?+}{mU
zVo1e+uX6cO3dNFG-!cHOXWGZC{8j^=am2ao(J8%Bt<yd@w5ttr?J?R<er5??01Q-E
z17#G+8+f~@)yBk!#)*XeC7LeTyqn28BG3<P<W(KT9XceiK|BWSiv8s}KoFZXRPe+0
z1c&D2=Z115eUy~a`-Ufq-DrnYKrC~{Z!|AzloQa|&yaeR>FDGzt5U2t%r*Ql08>H-
z|8G#EGbe*!9WhuHSkYyx!R61g{VvxT9c0DdE$sG>y~r0X!zsoP!I}o}xpFkgu#mY4
zDpg$EO(z^f#7xbgV`TyUa+o9Q_Gbo1R?IDO2asaj{^ted>o%vQX!$l>FhMic0io-z
zA(S3sW12Bm<Ra+(*fEMzX#UAIIVgvwOmy0nh6~nn;zMgXUWttY6b()~Y8c=E2)2Xc
z=2IUY(iNqV@TpUhq$wo_>|=1NtmPJBJj{(@Ul|rStkrMhJ6{N*-xP&9!yKLDPD%=+
zBFn{k!XJlTc|C$#!^D(x7?AdYL@X5)`%-^xqP;EE{eq?TEstHNy*EEnbnYzkgC_M2
zR3JKbS&IoraRkjSJ40635DOe&2@LZP+Y||FPclYcONkPJS;&fL*n@w;>slHXzk{LF
z9SE4IDpi`(Ac&n;5FG?8%vMMJvL%RI>kKCv+hZQh!bIP)6GCL8fsO?a`Hfc1-nkdR
zi&;g&c*m+KG{LUK^H8S6FfQ9r*V+<f9xERYzT=*^IYjhXrvjw+7kQ{e8y|7~HU+V)
z&PL6+E|x8&hD`-kh^bx+cX|w0FU9+3O_I%!ITRa4cdS6Y;aR1~ER2)SY&7=G(H&Yj
zVJ<XS9@v#UWIWbyN9P^Jl((0WLuMP;o|NTucOuX#dT$GNpizU)X5pSR5Ce;ZVB?2v
z-9ZIKUCnE1aUo6J!kLzc;ya>Pj^_sFEWMQe+Frj|^Qo2UeiIU`fh-POPP;|P5N)u2
z!|Y%d){Ca^om5GuucVSndm!o*+$RrKuO3wyt}@IpZc7OUEAznipIy9-ZUhV>>_>gL
zhD49Txu5OjMl3&<e3?NuC4~lKjbkKxm4E;+`^hDrkCPQD_g;^JABn;o?&SS2ECq)V
zcTJ6lzj)*sdz%o2hmavQ^fUZQxans<BV2$dSxjbk_;wCV?YCvnpF#<8kEEG{f0)?x
z=B<vDi?ydGW{oFvjN=f5a-*CQ&d9IZmz^9$W(C95BVi40eW)ycV-cEmf<Y?gR(*o_
zwaXgLT!`p9w}+J-3Xn<4sfLlo;SEZVuslmQo77J?%Qrf1xrLbYm>Cxh$6m|-EcjqC
zh_yZUS~$|WPkVM^Qe~QJxW5~suHrB}MISp#H<=P3OvM9g`=V*+tM&;Q%HJ!Q6T1W;
z5k!nARsdNJwydisY@M!;CSOophE^>g8Ue6UrR-y;k*NrlT3*7wqU+ox#QrJG`mo2@
z)wSwj*6@`?9Y{-_5RC2}aWS#s>UX@lhz#KXYbpVAB<X1$F)(i&%H`kmqG5O$>t(rj
zyw2`pOH{EF$Bk{*VUtUH(JC-to(hJs#Of0~j1ZYC*u^$4y#~&Fzu!e{tAoNKzt1Wo
z)8^JQ42wTFI?ik>w=X!U5ZjU(fsO=+;!L;p!}2Q_bj0VbrXzvXl&CWta~v!Wl0F;x
z#1hH$Z?>0cQJs60`a`x~D={G~`nFTYz(lw2nN`wjl{|&Rz%{fgEoVetBNwjfw+v_K
zGhtZQs}RT?Vr3_6zaPj5g+M8`2p39>##loKfJGLQD$vx}Lh!!wIY%<-nX0~!Mb^w@
zTnB!6P5QWM!8T?rMX*r>=Uq*)H5vEjjWqxQo@bDX(l1E38hK@_XN@_5s`DjbqCF6N
zbqkv@`kn&zlry8~U=!zwacS2*MrKKd+Gl8Oe3TE|<ajASaz4ILhlnb(uP#+8T2&l9
ziLbi46XTip8UNK=;Rdp^mr8dmt8`a0%BdW@Y}gvTf0%S9V2^d#W#R;_*w4JATX;h>
z2S=UjS7a&2f?-U`#ti2dZg7}(E>qx9hLqjrdhq-2@6p1;w`#X%i&L~^2qV%siLKH4
zpXVv?l9_qEa1M(&g(8L1Z%RY5i2MD%zy;%jEE$B$uO6>d>&MR2N+b&k0BoG2gIo_#
z^~4^)>3-ezHRu=XrGis-hemqUd>yWl7^*r?ngIDBve<zK#RbMPSs%Mi=D5LMPXn+!
zg9WDKa<p#27VESh_fmd7L$<dvy5L$v`Sg6>0#~@L?m)mIspYW`8fF(BzK5CPmDKpf
zEV|nKTf#bW2uJKEvAWffQ*IzU{AB)faD&<%pfxY*D9&zn!MB1KZ4aGu#sZz4YL~IV
z-BeXS>0GK1P1q`lI^K0iPjm$qW8k>=1bDIDnh#Tx{quK!053$!Ja5PMyIt(S9qd|3
z5)d&xO~j44QIlfEi+$+{%4JrPc<neOq{YHQts%5H<Ej%DS&?7jsG$Z?&Y=nD<_#2Q
zON7HlwKy}v-n=pG^Mw@9<4(<@Po3Gu_W@E~yOu@4vQ5Cksi-HRw&JF^1+2L^N>}B;
z{Z${`I-tnYC&FmJQlU8IcUf5twJbhf+xFQle_uAqI043!mh!2`(<HdEK9J~M3RFO3
z?5_qayeH0{(}$e9<IfL-no*NGFI>1ZHO}8{W~0a$B2aqFtKHG&bADXhBTz!lR`0o*
zQ-uR#4#yPXe>2k<)4D=jVLSQMbOF^@G5oyxR0Znx(DK3OFVawvOaup9O@Rrf;-xhb
z$GD$aK6$7sOoxRQVzteWV|a8O{s_VrLtu**gUv8i00S?G4wZgNbh!%8U=ksZhV(=m
zkfAsn#5)5O5@AK(lbs#Pt*vCVIhTbe!J)j#g&}BZbhgg7XQ8t9+wSQrRZny89Exe|
zEDwjnv9<G>7V(}xdh&I>y~Zuq+${cmIejzr(iyj`M!2P$Fge1+J_1L8A}M)k3UZjS
zA>-TrYO0w6<_4MoDMH{J1ODTo#8<-fw(2(&TVBso5<RMYc275qo#{=ACr4Mw7ade1
ztSN=)>1?h@6m2<~sg=1IBC<`)NPx%p1I_l=!;xh>Mzos&Z}Pg$(TCg331)^cQU{B~
zB0IkbzAs3iE#HE}h#{4WOoK$uV<(6r+uRrB1_n$+h--BOj~CT+@3jJ&X|P1sp)af%
z`ZRetiC$E2{ccI%e^Vn|kFTG_-THMut;s%}NR{5MO5-EkR`D6Zum0lT6J%l-7hNOs
zyp~E0PhvcZ59DC-5nfGRc~H5w(5nVrrAl=^ako%OhgCpn-koshTIXvw9VpMsNXmFZ
zb+#9OWpcJf^)p0YwZ=R_Avk=+&LK3okVY2yDazd$_zA7kP`6Du$OxlZu;HsaiY7WX
zP+}Bwx^T!+5Qngm8*jX;%AJ(&r(!kHc|sw6`(U;lQ^Kt1+<P!~akO;$`;%|62R>Bx
z&|T`dNp=h+0rDp%&>g5(lv=P^9+Kb3X3eU<v}Wj5qB=3+W}JlfnN@%4>@1A~G_BeS
zK+{mCK6MN+(QMCGJA1cmS$gQ5sL?T5_+J@d{<N`m_e?LpZ&~O`dlqfy#+zl>R9n#@
zyDQDKEnv$#`^_XW^P2JQF}3<k*R}paSYxyz{6Ek0e;&dAIF_?;F|qyES^W>3_4ir*
z{{rEd{{mY7MdAKD?f(PA!Ttw^`v>a!Gw0t`{jVI3LDJ>}0Dj=DKSSZaLdpL>KKFt7
z{x?4N0rvg_zWr}}?vI@6a)y>BM*o6)k~U1R%zrRR#Sf+bsrNrQ<==m2`~@ffWwF0Y
zVNh~0bp8`${@DN^gPMi$$H!?L%v?YQ2@?x5b7vs)M=vl)egI5Id%HhAQiFANbooGg
z|G<yTe?i4R5`ADt26>YY_-XI#VqgtqP?9xpvH~*yg&Kt{oSi=23ftM(+u44kh2{Kz
zgTXT&D0k(dr?<^_mCMT?$i-AEUAkuwaQXhQumzN9<m%9Y=oN+N37bUz0+e&bA)7)-
zl0al3Az0FYyIgDbkOf(Wtc{l~E+^M}YZE2^Gt)z^>5FU&v+rJqlMmlHoDP%5aHF_;
zOkYIW$VPA{5N@CMq3r>jV0fUhAmaWcy(ruN_n-Q~0#R7}wr@fshtqxwFOP`*m*R4K
z6a-Uw&sSqdeAeW6gYRcha(rPyfW*DWxM1+NxLj}5-#!;brg!eDYT@d*uznXsnA0x3
z7A%8&NJw<W;4f{gFeqSI35D{Ul0aq2Xv=$VC_GsU`lsi!FjnLqIi7a|w3qHH1vESf
zu{bPJg5P9Nb5UhKlBY-;uI80?JsL=O7d?UnR5P(@Oy9#p(59m}Kg0Iq*gpl^hX*h?
zdkT56`hYg%NJwdpM&Y9@?t5e>+FLN6V4)^mjf~Nq&duDh!rh*J(IeF;-kH*UQRneN
zQA@)sW=>3Il`4mklq(AEHKkpR%E_Fi#GIHr)k7y^HDE)5El4AGLF*^PLS+@*7@hsu
zfW^)GmUsmhw{LzkH*$wgP_YG!A5uh;wO~fZL3taT$m4mt8IgUvg^3*@6Hik6EG;+n
zNccQW5!dy?WOxn7e?23lOB^z<lo?8zPvzhiC_YIRoP=zH8Qc_9VoY?EZ+jLWs&$_=
z*$-ABuE|LkL#7|nlst!=icLVOub}EFW6Ffc3hl9*LO+N6`)9=hiENO)tJLeAGVYgC
z2D*T!5+X>BA=DZBY$-UVHh^J_usIN6gn?JRftDA+pn=w8Uaf=u)lTik>LS14cL|j2
zG+0S{vxRwzdBB~JX9%1}R?9qQ`4pLIP;O&Yz4{(9=1}9eIgFvkAl3BT$P_Ha#CSFS
zp*mLi%ydy0st~aEXAKt5=I3f0UiDF$JoW(t<S%k1JG7uY)s%-8535OazOh1A6NsAR
z2x($$el1zp;b%e(tZ=eH>X{$`lk>YR7vUuelfr1t?p@rnVn!KxsS!&1B?=3|bzuCw
z>hwl&4pONhx|t>hJ7+?WM6}r+nmuzillzb2U)m^2D5cu={yC)W?NHP^JgXEdCa0#l
ze4bs&-Tq_fU(kVhcz8VA2fkSThuj(3*nZ@nlVkghD1I3KpHn8_In2NRoAmWVTowm+
zt6W@L+~%+#&#fuRj5nf=jF6C!ynK9E*a%EtUyu^uL^1sVVhFPOUW0Yl{qnuNc>omY
z3yL`(RNT(Lwe3|!kw}@4C4d=;9roVf-kXob;pLw=JMsr7$R<WsAaAPg9UYaBlarf4
zA|%Wc__JW*NHUh6Tu!Hh<!G;vd7kH9bq}G>E`xuR9!{C0;ST(V%B@iXjZ|sdUMW}c
z44tOF=kbp{x*4y}@!+|2_{b6~;g>2(j}q!KGVqjPU%x)YeB!9p>p?Vu#^d1>1s2Bl
zYU{pJ>dD92@oqgb)!$zEf5$InANf~Bq>O24VNU;ESM;NxNi!U0o6Lkj6CYjbJf@p<
zUxl(J`Sf=Ep~|2|&{5OJ#rt3C9)&@{b_FHF@2~>Gg}|IV)U<PvAfOM3Vtw<zU2lMM
zZWmYs6eRTN8IX?tVI@oy3DyHcPd~{+lecB7ML3(%7K`?qM|RHbJ}NMj5J2fo0;8Lo
zo6Ly34|GmWL60&=AmxXG4<klhqu*o%%x2;Y)c8GK*P!fsg;$~fY#71!fA_UN9Wk=q
z_>k`%y9QyPWCov}JgN{3j6xi+J`em)y|s08`gqHk0l6T3lENQm+4S}LVc-BwZjujA
z#A94;?=9_2Vq7|0M}nF@F)_gP@3ppG6tHW!7mZ|99_~PoYlwisl(vjZZTLT$7tVfA
zh}WT&n=c6V(IM$sSy=}#xF0QW`<;-RN@4y-PyBa<O~ylB`C{m_$WDbv8y6XhCsY%9
zmHAM`de&O%tubIG4|E(2S`SRB{ug8RiV+UezXY0zY~>#E9g3o(VjmR}6%-U4P3Lhu
zFfsgLpH1mLEHS)us|zDt5u$+hZ#>!m*g3RBfa}qn?Otx~c?2^t@fo;dm}bzV3Yhqq
z6^59@?oliN;&H>JtDtT#alD`48_*dQ3Dypw0wNmUCyf4S94<irWM|gV^j7wpR<STg
zwc*gerbrllsI9r{#X48DVMtKeiKH{t<TE{>o#E#9z_mTne<l0xGpWtx7L)%!HoA2N
zK)quS_kV1B4{!m<7yp@x9}w97pG(L)GH0Pn*nbmFqm&=UlITN#ed4ecsl01;_WiGY
zHQyJdUI_M@6feN?i|ENi*ItRkUsFTaUs@y9pAFicx?dOP;;*S6@Fd!c%QQIuksqUC
z>mfF6_^-hT4@z&$1-1n2t$_A2X$$+y<|kO7R)ffL11Q_d#lBnIy10MMa7I8|`~kFj
z5J(yES;`K<U(GDn1IR=c1O^6%hll(7gXmqHp@Z^h^XwM(6DJ|`a>gqqJo#L@Tl~HF
zAv0orMwavS^<CA_P*G7CZr~Z@L+%}znw%UAYE6v!A9}0ThlYg-OW=gvB0md*AmPTX
zWj^ozcfF#Akd+^_2@T<+bV8Mtl>v~Dnod^Pk@ae!UVoYX!(xn>!s>Vic%#B+7@#zS
z9A(76o;R=O{_YwgeOiN>WZ7YyQ`EvrN;;~V^4i+*iE(-|Y30hus0lU~s)VB!#E*<_
zbmbD7jxrMV(6LwL=3E@QA9ng{?O=h%o}i&IPSVUsQBhW~lPMtPKX`e(#j+i%s)XH<
zq>@*uy6NKGQ!aLF=}0XlrXl${cLHlk4a?F9SM$X-Is+k0{km;zV=+3CvfpjeDOpm7
z1?oWpf~0r--*trgHz2nNu~!)J@FWUgpNvr@z0i|UTNvQR^g=6-=Ua^>M=l&{S_)af
z*1Um~S2B)GvGkqn|8ibKD8i;8;HWT1C=Vw#Rk&QrCqim*T5;Z9fSA68dZ;F3Ia`)?
zu&7>iK>Du*9UE-;=ITph1vT3`Rv-aAPYaNrYu~hSl=$X=h~r?qayPm+p3_4c8nw-1
zeU!d5x`djWOJ>xWkG@Nw(vMOiCVwZF$kD|`#ZjGghZ78=qH?Jdvr;oz^p3)QxoA$J
zU1bPGkf?!aU$X)tWw%QiBc!bpuHt(c2Jy!?W{VaE1mzTCI>|eSD5~W$Wf2=ZwwSZy
zkq~T=J>0yuD1g%niRdsig|KwRpklI+x5v|MthYy`LBEyfqrGm0pONV*{4QRX;9)kK
z4$ZQ;+RQJD-A)7O7AR>C2tR)yQoX-QVI3)Pn4h(~80kIc_skEgbY<}^dG$qzyuSwV
z11+{c!)H5i@nn!Hk>aT{hiV_}JPf}u*Xk`J4cG8d1W(9u$@!h?Apx($d`jKL9W0Z-
zC>-?sIm)-+i1lf0FKM$XrHXjh_nIOXabqeO7pF)Xvy&AaCI;{e35nv*5+c7*w@@>%
zfi-q3E9qq8>>T2#RnC>uBnMnvR0I<-s-@r`9bq_Wm8b><4nl=cqKq{YCt6iVGf#Kw
zO;J@;tE!Pgc>zeVl&fGBe#HEqY>bp@3EnD~a;k%-DllZ~ZZ75d#5PGw8+~UVH$^ST
zE9HnP@#}6}f3eAFI*0Hpi2pC;{j<b^_+L6@1nkx;nl_SUmq)ganF1>V1D84QO77L9
zKeuqYKK*1-^nv7A-5;oU#`qeG{C#H9V2J$4Zqts~YA)paWp?^<oN@9Pf#2f+%Eb4O
z9PRa%>Es+JM0&zygaDn=908&<j#ub+e!cS^)4e%cS%T0lgH-yLngEvL#Vo%Tc7;9@
zroRT<x*s4Kq6Xt*yv;5LRUZRuiPr~s@vDnDr>017BVkkwU`Hd$3*@n&JbxdmDVJ>C
zwYjr=0Zq$<O%e51O%ST9l|j70qA-sxmuR`r46!hf*DfwiG(@#+?|d%Nw~5FbQ4!LC
z$Advar!Hsr_}Q2Zs7HBUSxfFwF8H1+=^Z!>BKou9!zhE_7>HiI=s2weL>2AMD9&~(
zP?nV<J{!JIGMF<Df2OA>5zWaC>OJq4Om_6<@zm0`yc^E@Ok_V>k@f#^^_Ed_Eo&Pf
z5ZobY+}#u0oyOhW9fG^NyF+k-yA#~q-3jjQK7H;z_nTSsyVt7Tt9HG$AA75Yfqh*%
zb|PvmLIfCi4#(XjzloEC(U=c!Rj;Nv3Bp-s4l(MluyY!Ne79@;_QZ4I3E7xSn`Z!4
zrau94|D#IxF@DPH@?EUTWV&L&GK9T6@bEvJ5`sN9LP<pOXuT3)UjX*5Q<d@tvi<xN
ztn8GyzgiCV_W?rn#P-h^rLb+P3LZhBwoa<D4DcfpV`JZ`W{#*re{;AwZyR$BKFvDi
zo!vj-Wgt1bJnkxs5DLFDpOy}DhNlRxYWK;aX3YG4-Qj@BBS}(*-6QU?_^TAegV)k-
zZ~O~}dooP%H{&@>Z)u_;8YR0BvmGS9mSC}`ISxL+{i(wnTtZyHEYfLvb$0j@w1W0&
zEjV{~{<AY8fq{Gb3r|+$lF-nRM`ISTiHAh2TU}h(T!246VWrBWF$pH7sr)Wo{I(fW
z_?0ENG%wp<qL-Z=a8q)%_F}~(tr&mm0~gRF>{?kyLZxd%HNxJRu|B{26h#8JPn5dI
znS2xR`i!?-uKzVvm0Dr@uAOI`iu@pjI8`#-q}<*ljmXk#GGa(Zpf)>#Oj}b5^8L&A
z%Xx;+Tu_UlFJ>N+t!xh$YEWjnT#+WMgt!z6r=&W(a{;>^5LTtK{kR2554@PH`1kLy
z7hy>SDtdniV~@}j{coP$iL-`NE?#?jA^_npCUq;JVHo>+=;ta8+X%56;%dVR6rY_~
zPgjBe`K+=)LPnWXv(}Xo(c^gShHy;fOQ77g*wIEyItbD_FyDmK*v-FNdiV>-m(c<g
zb_|!SwjBa5{TKxc=q1?&9ZAD{1eNIjq)_lDYhzCKu}f>jm{bD&cSNFkyi1Pu6-UUT
zdkVv|AuaKY{cIqa`3BO`6ac|`&M;Fm#p2K=tB0kmvAC`_ynvoEg|dAx+-H;h2c=@!
z%aw++$XMviNZ9N<4}`1e%Y(}Yo?8E^o#lPn3RM|0DG^wJ#cZ%8jmRcR;(NRC+HvC0
z;`p!DU5J^WBc*sdAs~U9`^W?DZP%&ax||Q+z9t?Ejd2L<w?f}3lrS+Vw~|)qt^0}%
z$GiC%{5i_Wu3r9=ZR?=_&IlM})P8w#okVJF8RQr+;f89zq>8TFSPb4gT(mNUfgI?8
zZixDucEB=6K4PJCAn4xlI74><V^-_A1yq~UWq|EpW+#`lH!rZm-oWJ*g`7^wV{rAM
z(ZJ5AXu@=fr@pp=aGW4$=&bdp0b1i3YG<n;32aHAYGx~NE>n{;bI^y=5ME;gq$;lW
zFDylWMg(;|oSy)Uz3CP@{7C<ZyK-A>=J@K3UmgAz>(~*Z{YXh+trt`Rb{h0t7+W7x
z6)ErpDB>KV%NzZ`bsN@c6f6jfg+oS!N9?yLhnvM9AOzt5-2W(tcXx7Y+3z2@W}Fdv
zUS0=af=-hWc{$_V!}x{=g0T&j#$xjEgsPr3@W06^bBEJ7I%sOu{|~)+#`@J(RFs<N
znsY@VY!kEj`{`&NAn{9eW*A(=BlEvf#xGF6{fj~TL&E)P`{`)tZf<Y;)Mzq|umX+P
ziGOrPiABLg5B;2wS+EW`_!#vLepAhznh6YjIJ4utI2bbZ!Z|<~wi@^s%1{i*3knK~
zhy;DI`qGj8on%1kX2Bz1Bxo3c*2goKQr`POC-!mv9{?nV7!(Q(wS$ZT0mdK{t$z{K
zUj`7Qa&m(e>&60?1zyY|3`g$&i<6A<`h+<k2LA!6ukinl(jo<mg@8}ci}pj*Pbt3b
z4&uh}U+mtkesqNz<Hrb*8FAGa@GnNaK>z>z=^jIeU%UFh1A*`*PY|ho6bPlZSO0HT
z+JgLQr)yE`d_O<dwGG8%+6F^Fzq=ko?F~5m7dZ<=i<|^NA*9f0I2_Lw-rP9!MFGK)
zWeAPhe#YuKZc+ssAp6(|!^+bH=>5NNUcL)<UK}SNLcZB%qqU@js-qnUe*UZd#DkfW
zl$5mpy*l;t`7^WH{ym&Ph|N1d)okwmF!_H>^Ho4#4Addp@tl$G_n6^~NR1)0`}1s}
zY0QCe{eEJX7IZ4a=`uYh4w6t6p}K%D7dKb2T0&g!aALk_p?g=of;%kS^3$%X)tA4e
zi%B*Fi}%%5?h6A3eSF7^?p`Q+&JS%m-wxTXoDIKy=v6;*6C2Nb8yd&G!k~VhLH4XF
zjBj5DS;t8ccJw6w2l!6#{c+%Ezt9BC0ccg%JH3B>BQXcI&qk^wm%SMi%0~jTBkGpD
z>q1wvB1dPFhA|(lH{5|>5)Zy87qK*Ds$++DCx3Q5be&bCKPi7jtsJN*=e4)rn`zwo
zFamI@3v*mG1=6G&i}V+{D^;I27Wbf>ywA4u-a5ZClD4(;Y`0;^i2b~wsi3=8Ur>8E
zYrvD)k0H!HX1NuQFXGys<*Gpgb;%L0FJOZf)XDq8F4Vv84h)zp$~5X1(bCegXM7k&
zepC%OX1t_Q7yP@Jmy2P=X6;Ax>-neD$}4T;Xh9E&=3`oo#Z-EKrsN(y>;{PyCyR>A
zJn4dEFJsIg09Of3(%I`ad=dCv%DGWd13n9Gcq$IN+%7Nr^bl<VE{A}`Z}Hcza?m5z
zzm&!<6}2S3!cf_GB7?Q&v@BI^I^xN=ynM_^fYQfVM#TE)0<Er@5|7XE;OTnzkcX$e
z8d!!}M&05uX!6hxPK0>c4lrTlHj#@SM?J8~rNLe~k*EoabmS+Z`IgY))YDd(2LK23
zK+5L|0K@9`OXEpAiNni|fs{X&<*N2P7W?M7*@^=OueLk{|9^#(E9wBR45>Hm=HZd?
z77(Hk{Oxh2u4p6hc0t5@rlHLhUfqAxaX0Chfmr33uMbA1E4dn+SY!E*^Oj7{!hTPh
zd-^4gLZL!%maaIZISF!9YNK9MGTFcgCR*eGu_BG44nauw7D`C&4LeFyAEZo3t1&RO
z7(eBY|4CBuYZN{YZ@Y+m{ru5`o8j&Mztqz(`6vwUOpOtDpemt`VBi+_{7mn(FQA|u
zEOw`+eY$zC2IVi43`KroZzPBCEV|=tlPxTic5+`0Ai;T+Y;5&LC^@Tkqu8>L6HmNG
zpMGAi(l(bz2DY(aHj)e{VE-Pg+u(*H9)|ddI6{&bt?igyqSsQ+52C++q`nh<Px&9w
zl~Yfrmr&Axr;HXA5Tw?iBC)4|#JLJZFPz;uAS+9N=%Z_qPZy+4u(GqQ{AY7}1pI&A
zd873XHZB07v4F&4gwcR_oAKJh*`fn2HTI0>LMs)W?odVK<*j2^Ju_c6xxp*kBRm=z
z1u0gxG&P?NGXWiw00)CXPHIW2NW8lsN~Q^(TydcUvg0gaRyy^&gg!$-@KuAcVn>j1
zAlFzyUmyK^zmPvq1n9wAQejzW+(&Jj7GdWDB3gcCh#Zbxy}r+qhU8CJ&N%Kp9vV+g
zws<NNpY<cIeEII#Pjm9INv^vw|8NY#u|RixCx;2GPmkQsfcggGDQDp|x%HnrG~s+-
zG#l3N<3tJ)Y%-s>1B+x@zneB^Vw^Hx^c{Q~2fw8!cDLD=Ur}m>PisjrSq9t$N`*wq
zRi^h{cN=R8f#e^2!e>k*Js&y&HEYYGx_Eq(3A}aE#-qZJN!;m(B5Q7Q`x5XTW~I(5
zfjo~0t*VU-o^ezT#!IPM$zHv=3&(=H$PO2$0ff&t7@7LNx#}GppYI)wul&9|mX(4j
zUvFP(nY6qfZU^jchKGZ*(@82F8-_H=w01GlvyT?q_F=>V8k;S!MG3}0pRjpUf6Xz9
z>{<n4c_o_s7H7y=gPxvpeIh~1VK!IUqbaLpj)6P)KilTbF8gUy$#{B%tI)w-?#;y^
zwhzS%e64A)Z48(1r}Y|?{kRf$0RmgT!oTqlk*1PAt==b8JtS*iYHoc$W+Z6s05|+F
zeDC^0*u)YbX4wR>z&T`7)2=8ddUBtmM;T=T;smpHr|%J3ukqf2Yn4vGr_sx7k2{27
z5ugWG+H9f>-=`5j!G5qzqTrfr2wJ!_obc^~j<HN@=7M58DKmdO?|Z$gat6r_oy|j}
z$;E8>F9todPLpG%X8rhw-?ZqN(0sv`VBnI22?aud5P^0<AyD)u8!s9|l_lXM<3`s3
z=gql=5=i))bt~-Uuv?B=kECw#a_HNDw!yCVJN;gP1e=z8id)$egB`Bh#KVxEh)4)<
z?H(^`p%}TmElQ(uDLJ!j%E4Z{;&oOe19L_aDB7AH-0M^SOfn`&9r(uG>bO*b`oreS
zATetp2_u1QoQAZJ4yVtPB5XV>=4W<vCw|rLkK!K&)~63kPB=F+e+S~4Py<c}eSyNF
z@U2N#^^u|D6tj4v{(7DrqWJ`F&$0Na!Kl@O_#UyJ?nH22PaO+GBVkxVqZTV$BI4<X
z1hXX#%k_G`tSE|dXveGyiawe_r(%^JGuM2#p`JGHJISFV`x%@qZekK+;IAGZ*AF}N
zw1x*rxGqd|&*SZrgwk`0@eOxb{Je7pDJ5iRw?!c_78{vxqlr>O3_L!}gGP)>ka-^R
zm1j#aLsR3Y#7vL{ZKP?<FN+qUTg9C#;?DAnsf$gYZ-<=xzOppyzsF(_M20=8UTcj$
z(d4;@H<{*H2Xr?+*8+H1Z0}Y$<<SI^zD_BT9`!-Ur7h&C<bV$GqI_G2A6gNc{mRS5
z;;GkuDndv_vgk2LlP|=W{te)DuBqSfjU;jZi`KkNQ3?$t;S*FUx3_Vg{XJFJ2Bvrz
z>Ws;V@m{OM2SPCe68e#t$Ic4o$2%c<iMaZ7?S0%m-`+_?P`F%Un!R*vgdbDwAv#LK
zuSXbv&Od1-dIAbm5PvlV2#Av+Pzmm@Jn!>)6AgRc|Jm36k>;W$;ctIIK@9%v=J;Kt
zOh&rk+ix{79qr5Pvsq=7?c^5uj8FrMd8uV#zhvgMh%S^qx+1e_k2Ui-d+uo7+eiGA
z@z{l)nsU_j8Hv256Co8i{cJqD?Ig%KZ5lThUE=on)k>ZT&AoT}b#AK(NI{NDA4J3@
z0f*9F@r&sP`U>=SJ`saZ*Rb)98VhSz!9>FCT4<pmW;V-JT>7C4BF&hwUm>G>x|zSl
z)nAn!uO|;tg^GkW(L&D~1W53rDH48@pp5(w>vMyc2rduo#+qk4>&H`7PWWW2f&D8m
zm)Pd%64K-JB|4vnl70u4Mh*co@{4>Leq=ZTe~TL|pv4$xXZx`!^A-t(y)E-gEJ|5O
zPdVIvOZ&0dI`=R70KV<M($HhTbtL7}!B-OSzFohwi@8g0?Qj3UaJ@OzUxmd47SFKZ
zu@ObHgttV0#Uo`0DBQ+PU~AgfM4P<r8(c!9h+|`BcR9_8#k<`=X9S)6aNBFK^<;_f
zC}lqnfVkGiqP*MW!^pt1qhCtb>)i0|*NS})mF>?A#xd@Wg3GZC&lhNLdB&k>RKNd^
zUR%Nn!okHcvz%9}tX)=u+s<^sW?iAMSk2(OaT$tevqS*KLuBi8HV0HRsR=yoz{Dxe
z`#`gvghHuQx~#XZ1Cb<z(a)5e81;j*9YR@C33LWqp_}hw(kn*}G>X&K@-zt;r{Juw
zE|o;xnZdg+Qb8j;4><)pUOgY|n`kCZk`71|+F^scI>ZG+7mk)&qvTSD6HorKT#)*)
zopPB(ySeabXF^55*@Qm1vz34sxzB6T4ZMhM7b*#Tl3zqbVLWUvgVai_)9P=MKu&}t
z44{Z5GmITGj+CUEi>PtMRM2M5{RMxn+Emr<($`*r;HL)O)B>9p-?jYXqX{)M@llKW
z%9bbMnex7`)dIr-Qg1Nx$Qs|^eo=VcrVCepAm=<_cgU(a0y)AABdasbVGm-{yu=vB
zlp&{%-r?4U8)PkyGN-g8F0-`b310S3dxJFql5DU5cOM37v0qZik`##=>Xr6R7pY*Q
zw31+w#QZ-Vt$6x@rymY4-dH7=>CUqlP$=6*DDCTwR!fh%6dtj9>|e=opClfiLz`oL
zap|DevE~%5cp-9i(418xu;i7#oJTZBU;IM?ETciBq_hz+3XzBP<SP>@#l^KO?iAE~
zD^>QjE{Xm+bd<2AB=ASqRMPFy0x=#;bthz&-`PEy)?>@t`{R};3IUhP=&z_?03+pt
zbsAGXispon0U(HE)c3I!st;c`n5w4^Qh}BvO2QRk)V<-MlD}a92eA}SE)p#nm(?2+
z3*e9Va#;SJ%5A$<e~kkB{ph*Jmy6}nV|Zgf8p9Y0!UnQ6pcz_v<*IpXkW&wPoCsAV
zWF{%pUp2^F_Rg954g;})M3F}5c#-<t5E1oDT^I@L+gYA)C^7+;lm4Z~<&SlTzaJxD
zHQuie-@9fBb^un~f@I>Ha?$$AkUZeDDo!dS^QRotkVE#{8nCfnP8oko3Ev+j)({l^
zav^4@qV<MMLaw}vDvSk7R8mAH<--I<2|lMKtaZ8H?q3=6z*YoVoL-&Fk^17CT!Gsh
zmWTfm2_QS_*G+HHql28Yi|6~bNch_r;9snYENI0^8mE|vK227yNom?iTlbwF7d$T@
z<a}oz;c$aN8<XRQgMy00$-T^9+fWyozyx~Pc(9keLXz!7UEA8QO0pS@fwF#H&^9Sh
z333v+8ovh2#4l0!PVeXu#&GXq;$fWK9zMm^Or0G69bQcybli}Fj9T-v7ndm&U!KuB
z(ni!YwFY}8GJNU5HD(k}WY}v%MAS@;>apXy4>^tN+#MEIMPu#|ma1?-<Z2CznJ#6~
zIL4+{L^DW+5M7VsLrZlPn$`~xrGX(HKH`zOsbqFE<4iQ6T!cfA1m-LC)#mFz>7~Y<
zj$RyF#~3XI#S(vQlO-358<ot@S0j7l-8cH8h~_yWLHXF2x;WxZ49TRx)h1|3B`r}?
zNYpT?NE2Ws=pt-ms7S%~7d9^QjHD{6Fnpw%#K53=(FqPl)`It10y!%;{iQinJAS9h
zf-WnUu_U1iRZ(_)^)e@fs1pl=kg)I_QMF_nrF^&{Y0DodAgrl%Oez2&9iLm~CaS(1
z$l6dLxuYVT9E;v9Ky;C3&$UyxWP;+N$kSkdp<lxB!9{^i#?>g6IyRdRTUuZRtkDEC
zQzZVhN01Hc8*1y-j+H+Q_l0}OC*#5`(W(tZmkuC;ra{l067)~}!Cov5_MWR8#4<b-
z6in4y@a;0}6{H{dzX*WjgLzq4=syf`yjQb)U9cIvT(f3gQv|efkRoExm7n*%Zq?f!
za!#FS*!%Uqt6y_uLt&6VhWN9PK1c57%rj6z>8>K9qTu-!F5l(wx-O%-S754jxoa=#
zQ$J<US<X9yX|!yf>2N5{R#zKdtGhUS9*2AswQJU%zOTg_fBKjW^o)@Oant@ENIL3s
zefwZ_#|U_J*rBLv7bNB{dsqGT0<+}DaZ@<>h;M;IM-N7+AmV{&xfB$lzYh&PfXcN&
zNhml~4a+^2FG^Q{py6yqLF~)zEq$O7_O`%~QX{JS!x>&3wZo?E;ao7iq=@7IJ^jb(
z1+G{GL|_JcP|@>IBFr)+!5xkICs;CHOX6KVmiK9Au0oJeFpZ8^z7%QHW1$DM2pSEE
zLbg8d`D1kiH{9ckQM1!(KuVye87-c8Sd+A(EORKa4kQnu+w+u?aSWW}*P=t2Vds%m
z^ej)Q%q#fEWpPY963b46^cMq|JQ6t<6HWZOgTn%hhM-0714;fUAco^U<q&0<6|jLk
z5iY~E;VVn;IhG>F`2Ij*BSQ&T18*xA!U<i_u9W2uJe-&!Aperd!lEa`YGhq^T!FFS
zSPor2MIuvVaBP=Q%;b-vj0%DOh-4=L|EN1cF6rVs&AzP_=iig`#S5k?2#Bm0kNnj1
z{g(2oGk7;0H?K=@L$}<Ha@N`fG<#Eg-j$cqLxrZQA);427TKBhZocbidi}VUH}2j>
z`Fx)qDp1pD*}?RnHBR3xF33bKSnflB8Qvsg8FV&a|K>SQJH6z+lq$zF>wdzgx$0T4
zM7-$uNLPcVR+Sjf2Y2hU%chT~XhcKebQ$rK7WX#}_Fc}T78d{@sn`%gA2=$Oh>2x<
z1h<8+!#y)D1dvyB<G6dd$`zgJNH7HR=yp*I0t?A^cMa#P6r|-O%*(}~Zzf*rb;Q(1
z_B^piEKxD44tr>1&K6br=qHCW<B6vI?eGQrl=|)~S1V<SQ4o+VP;ny_rpK!%7lhSc
z)1+Z&!e-CbCVDA3Q<QH05zBH9{!!d+NyZcr^GIy5l;Wo?bTpAQ+_MjOJ`cMW-_;C&
zr>n$2`F{CwQM_?*j8xI0g<?L0v>F{`{;@N9Wg|7-9n4!I^nMn|Einpjb^f`P!Wx$K
z*7y4PWbUDFJpYzm*`-5@aoSoU_bSnrEAAiNzFAO|sCXdVZEn6O=qtr~V6XY#P4c`X
z>{z$spz`h_S@<BznCV49dZRia<y)&~edM3Zu<ERJ_q~A49f|7*_~&$dEryzC))N%M
z^(_CBq6^TflM-+3{CNvPiwvxa0w>kU4q%)R|J1!Xl=8&K2;{_W7FncluWVaO%PSQ6
zWX%Hv{b}#ZWvMLburr(6Sp2yW;j?wmL`lilF_>Z9cc1fv3EV~7<yNE6v7UN^ToRd0
zUc^Z>007?}+vQ^O$#Q-4{+F7JYi<zCNz#Wb34oKY88?rFeIwTyo6YS00Ex<UEC%0m
z{oQ8ai~z^V@}G5JSgjo7`oElp-PV7<Aj9f-H%4QoKVK#~(IGxiJ)G`g5!u2AjV2H4
zmWJFRH(LQmY&Q$0#sSc0B(pF+WNA%_6-T)&rkCV32{m1Z9~`6M(mOwB(6MVCpFbaC
zWeCEMbYd53oB~W02v-ulT{7=Gk6JO5IC~*wj^<G`U7mk(H!!ewJR&<kN%Tfqy2?e9
zr`qHGK;Bl~>+C9P|L@~<>;C8AFuKt?heF#QAz`8IQQBEtVP-V_oX4^0&f=&OJ0wzn
z!($R<#9;*T*v`mV_dbljryRT<`o5ms!^gDRzXcZMt3tjRzh1suoW0_IhQr|)0O5)0
zVZF}YFH@%oW|1`GOG;q3`sAaglLAfAWqY$&|ASajWr1gnFn=HaD??v!gP`pY&bA3L
z(#p>G)RZ4|P;hW?P>{wjFuzwwSV(BRFdPv9p`(zt2VpB<@-4C|L5IC!!ZWePTE&Tq
zOgU8^cl2|D^glQXB>Y@f(^UUAkyxV!85JDk9>3scNaFQq7*FH$T?A&f;gx|(v89~;
zKinrs3C;5y{K@-2u?qj!n16s;r9j)`bMISKH@2nzg*UJDd&EC1DM%^)^`q<t{=eA_
zPvHNl)r(4K)seb+>;Fq;h;>_n{uUW!8y1UHo|MKgGYce{|1W(2(sfD@KmzwX6mNFw
zzv`4Vj{h4TM`4-nB{BO+?+9%z71MWeE(r~dYLhiH1Lr&v*Il?(%2C!ow826OiF<5`
zO?izeA+fg|ViiKvv692ZGG*JlMkaG8w>;ap-#3$zHO9%5$U}gKDwb!6gv{((zy5m8
z`$Rx&{=5d-b+)pp%uf|eqWsz{Am5;b%o)iH8=Z@-eotRYNHzXW$1tm$^SU3nlAYf8
zy<}#u0v}NNNJ;g`ZU5q-Ss=JE8(sAKw|YcVPm6~w{e6I-@Zhr#af-9Wq_2;2!4;da
z7b32J0$698ww-M6Hf!OpF56cT!b8JG2h%mxONK|ram7eSnaL+MTisC%@?83Dqk#zz
z`giT5;nl8eT4_Jk?2AhWlHp8<ZGy&}|ElE`+<+NS*UtLOHbXsWy%dcU6UyYX@?yK5
zTevuDW%sxPx=K3OT(G-$s@qmmX3`LZ|Ehd^+ZAN>xcBn{fBVx{a0r*h0hO)bMaA#u
zzqfb1K2d35wV$8qu34>Hp0M~o^1(ujVp&f+&;#X9$`WGQ-=;t{CZ~2_#e$POnt8;+
zFrpY%<fOWk-Khy@F7>3|O3PTq@e2!42ATJ5mh@cPmV$C<$m}2q>ku?9nWqg~-wKi7
z!vgRz|J}S477J7yTO{+xc`i~qq~dCG`#;V21uqaj=$CFCgkta9&lwYnKqCK(WNg4R
z{qRx2e#*kh_@6-Ni?(#NN@|YI`FP{_k&tnINgGwARuk!J!eSYbf`FU7zvPb+gzREx
zZGD-JEE&CFS@?KGm6-<uOf2UY9+4%g4iH(s+V%hfQ6S3z<1I97qjy7Jww3WZeygYU
z(j`Ui@#yN;cL`G0##|Cs_W-C<XlFrBA|lLCB)4Mz220|#!FvMMpMOvLyWd}pGUsSn
z{k29uTJ7YJTn4{VNAXBx$4Ec)Q+};7Qzo)1@Gu6=u*Q}qlb0Hk1q6RcgE=C5Y&B{|
zNCn8(a66re2=SgZx_Kgi70EHm&nX>V=PJb<nQh;y8%P|gB=7LIr}XQFj=a?YjzfOS
z$lPG|Q0iCx{;^#S#U>7n2pq9dW?GqPG33$Ucr5g`ho=dk*t<Q9Rp!y*ukl+il3rYi
zcjAuIZZktHBL2$mj@Bw<Jk8Exy!ud{)SVkW(;GUj&RXH<%Z6oJb1nv!+r%G`ghGwM
z%5Pw%in>jk$jhwnA{1Uk<U|Pt^BvQ}L6|~b$2+!kc;ZXf{f7zVvZ?G5@=5`|{CRnK
zTgTNc+B#1Q$Z&A8AE_GYD87UffQ@ImJRPPHs`FNx<^1-g2Be?I@v`1%O8V&5@sIBz
zz0hJIeR)ZQX=9L`RMXvjVHQ~4%Tms~*!moyD4#}v;vzMkr>O2tz?(wqGocS1R5r)@
zrb&~(dfmsIWlA6zDBaQ!v$$yHtmlRdHDG#}gfpLqmc1AdF@FR%=}`<IzyMd3GJ*S$
zY0HTm?Ja=ZCmN-d>6yVk|9l;bU!NVdbcV>j^jZp|ktrQ2>uk7YDHAg_)6quKlu{6Q
z{q&rshuR==|LIu?M-{mdYJiXtQ6$pYVs<)73&G+p0{9%bd_`xj8>5kmeoc?7)XT$#
zlN_0f=<o|6qe_=?f-sLo!Z>UTS1+{p#p={La!afy3yXhj?AZ~fG5Z?<(aLhkVc(BS
zD9s5p91X<J=sMWr2}EWCY7jM4y(<70ET1!Vd0q9}@mkOoNn1sfQoK6lQgd?CDVdH|
zEUrf*c322m>hG5v%gYU?BL=N+M^z3oHF)vxF}3pbrJk_5O}3TSq)6f1UyYeCyMEW9
zKc^`CB)qKu)85K;az`idEma31+jJZ<?G5<Q78YBTP=?jzsKsuh-QmVUfTV7yvP$i?
zGmrDRu%Vk5oyT-|vLcM?7)jw&q{-y+xCdlb6*HI2!pkN&MHfySAi$b&dFrH*=?QSv
znsdi6M+QO^Py<0;jcWeXNVfo76;FlK+*14O0wR3vGayuO*?%IR0(WWZOU>kxLp9y`
z;335FZV5S{_5}_{3GMIHL4n-c4YqeD>{)}Kv`hkVo-~`)J+!j*!Wkizr?qnI8AE69
zS?QK=?ENJ-S94!M&gHF|o3qLf4mjPz?n+_C56yaimXP$VCbIU1;V$n)we*Dc)smcN
zEB!V5(0&^-<J0L_#zFQ4I559|YD;7s3!Xo?VHauh3Lq$LhlD}+HCj!5=m_`hW%et+
zO-gxUjEvv9G%_fP5<-PAYV@P`=Y~;l5w97#<1i*tVZ6xvLl%eUrG{P|mWooVjs7pQ
zS2<y$wH5<bEb-KRzTe!IAa{*kJiY7(YW83*Any^YX1g3i_(7qeJmEobl|t3rDIiS*
ziwT^<7ftQ*T#S7NT6JYlMH&6eGR!8{%Tl&c@#FW<-$V<GNmWNT4T+vady`dKK`t@A
zW$v$+W|zD^rdy*u(EWit+UBxOk;2LbYE}Ivn7Js=&+;T4_6_7t-0JrIkk|$_y&lR@
zxfVol7R>$%XmRR~cMj0O4bL*GHJ{_xyF)rt9&R2(2g>^1$jKgen$d5Vpu}>GX#u~r
zy=ZOO%-8-5My3`&T9hKI=-*F~v8AmUPzfK~Gss#owUh^;x&Z^T@XL?39bLVTm<*>{
z2+FBY#FIx10qY;R!Zq@U%UjuYPly(X|GIw>Z_c!f()Y|*_n$}TGPWAuDgqFhjv(W5
zdv?4q(U=2zb9VtFzrgeY2ZlsEF+xVr_5o`!yv#1Ar7Kxl^!H=*aA-j2Q)43TD$vau
zy!K#N!(6s?gDP1$c9xGB_Me_#NRBO48C6?d()PSkSekbU2nfJuGz!tUi31vy$p-UG
ziU);(R}YQP@zO5cXg~W3@N>~f4Ar=iSxq6NKS-oHnsY$@qxt=W>>av7v2WnfRK;kB
z9k%Nayrl@P`Z(2C?Imxv?CP_Qm9(jay=VP^V`DE)s?l1`9Bk=nef!~Rxn?h$G)GNp
z;`}9)w+JsRaQ{GJ?j)n+=b5gKjRe{0A2j(&nkOZ&>A4zqJijFiNP^QcbI~{w`k2@e
zTSn)+2a&Up;pa>Ca0sGJ)DUPC11YJ@SGzJVp(k|P+rE-lDZXiZ_csjzWtP7fftPFV
zrbAZ0-5gvN$2Cz-7(Tn45jAb<ZNEl^gKC7PY_h*C_R-@HW&Af~D$ip5j<|nKPwNbn
zT8dX}SS2T@Y=vWWzt9j73Ug^^h~Z5;`%bH{^q}5Px!T>zVR!<NBm1x+(l-EuGSv;I
zOje?<Lvp0d80be#gWEMHTST*A_LO_vd_(Ls-0lnVPH)Ceq2V_WZ~zT<TDAv*&<4C<
z8lw3r)daVF1{M6@T1m$-3!u=cNyCgh?6rD_z!(sUTmPVJpL;fZDH1EEMIahFJ_0lT
zaz!DWm^;E~3gMa@kyNbn+X{AuKd#CTHq7~|uVW_f%kXawS5*S&=tXr*A%&}Xo*$JI
zEt5I?;!DVI+dHvbv~JSHlok-<P_}p9zLlMfBNc4s`CrDaNT-xoz~@@$(IO?OV+)O>
zO~>`aWgNWwyya7m+{m|e1(TQh<;T`Q;7v?PJOzkm0l+%&=w0?QZvT?0yLC5`oY~KZ
zL<ktFKSSo(Uatva^6@VD_7WM)q<-^#NUIBUA;JDhQ`-5<0weDySzg&JUB$t}No^Oy
z<jZ1!nIsEw0FAm^XPFf42ni#HxnYM=1jx1}mvl&cM<k{fk7b=|%N&{prVVC+!P^dV
zY_axV9pF5KE&y)G-?hGm5n4XJ&VvgFn|vbS5$63A_gNPGdLmsSQi9d{l=VPqNLetl
z!qiIpM<)HOc5<#;g5|k~znwS&y27VF4n{g{B-hnfU4lcxnN`D>s^wuzrhpf#!%o<S
zAKl#YC|MqD*uGUHas6G3^cWM8#5`b~{hxB!DRYG(RB;i7)=(^QEK}@I(t*4+FfFc7
z%m^L`BdGJ2b3tzLpD(4k)Mk>AyCb`-?&oN&Ye@3xrllY1*0TiS1ky$CHMl4T1sI)w
zoll}k9>v)yrJ<%`HOFP8>rqYI%2Ip!C@}bG#aLDfZR=LL0yuzvmoB@ENw<>yTC1qz
zZ9IEBD;O$BIelf{DHR5e{e=qEa6OXE%WIgqDzEP+#*tLj=q$vSYho7mFC$Q;#>)`r
z=!8Zb*FM-=ZDi>h?i=D);NRpoaZa_!Q0=Q#VCRD))IrBFmxRDBPcWpiwqL$TR88Ix
zYp#c`#^-6@`e5dXGwyOsn);yya`NF3j=`$O?4J)Y@$oEzfpQm!VB5t_v0yVhrpCtX
zvXvR<{Cqwz|Hz^R!l3wp=;QD+(*Lz-<PsBum=5~r|J&74A(~4Z&aImo5-AW}BHq`5
z#9fwNU0sd8A=B3Zh^gN<>$~25QWx!Zuokx9&j>&W)!t3&6>=G4?NqY1nGa4>1F^M#
zNRUNM&9iK}`&$<3U*$bn*p1VtkQ?}|)7Q?WrCkm!(ahbx>)I&4{pA;1{(yIrR(AY9
z4K<Z8O>*oSNLi(i`CxSVdKMJvBke4xT3+?MF6Ln%mUF~ce(3Y8-(*%4+|E;m0lSP2
zDCPIjLdd<)NO|!MzSLN_oD5D{!RD0glcQcKWGRG7Us-|PGO{#Mk-WwJiEp;vGEn%Z
zEYms=9}AY|Nnm;TLDfV8`3H;ozSZfIGL_7FQj<a2`**hB*bz3<%cnFOehU9Sm>F{w
z<3P#qa$hgV*RgqY!ap%C^-3eG&bp<gu4kzEku|GkmU=RPbF&&H8Tyv!1vQ)Ba8|;=
z<q)AogCf$B#X@%R!ZBSfA1itNFZ?Feb}yl}n(l}W-g$ZWtY0*+F5{+b8)X~rDkrty
zH|AInUzsCS3CMu;GAVJ;O-$sB{pfck>?3>;df$m~aeEDJS<VW>D=W>JLYR4fc6XJH
ztqrHl=LcKm<u}KC|6QYRwL*Km9IZN)O#WIk(blQMu-REeW}y42%AzI(V`#22TyV2a
zWJ3}vtGm3cN;m3qHPhzmkWXy_?P9M4U9>$ge=;8Zwe4sRM~HUM*Ya`Mnpu2(3$f>5
zHSPSb(Y((^keos$?%LAbsk_)Q18<GU2*gZ;2x)P~?3`3+q|EgUa;U9o_?4>K5<lOn
zZvMT#VVay6kOj)~AOa&Lbeys=Im09L8LQZKP`}Nmy3iY@g4lHOZ<sGV<C2y6lU7(E
z|DZA?hMVs<Hn8><>*4<7@|t2=n>WWEmMeVv5UJ>~9NpDoLKlCG^}>Z#O$mlgtPW7V
zgNvI;RiA>qM3szPnq)$k+s8`Xu#eBI+D>#zSCwGP^YN#-7!sqZ$;kflSBdQStfMyU
z?@y)QW><3AyBX#bB$pG2pxtXVnj6%u-(ucdefh<k{5spS(>z0d+N6Nt^7p1;S}(TW
ziE~@S>0*0A4z$7z%(5Vwr4$l-%%_(_^F+T7+82}X&SglG52CR^wH0?!dd8%!#i@Su
z?_o~s1Ui|7Tny-Zb!=Ez*lr8yb%3FmFj&LKZC5JrKUq7B@80LCFgpBkTHZjl)-C3-
zrpeDr?MXs|@^qH*gh*G86BTiMz)a8WB=*aI&181HIACc;N4-|CdDmsOimriit$WDp
zl`%FJ{^74KUK<J%FMB{cYk!E8GwX^{!$eTn-I>$2%0%!6hP9mMD+xL*q6iSNREgWZ
zH?YLl>j$LGJ%5)SiW8KQ{*9uN<azHm(X-P<tJMkXI&X#}a7K3u*88fF^o2%BMDvrV
z#nP`=UbRzQwcECNJ3FzA0E4yFuTs|&uRX0IAl{@)j#c`nV8AY6AG8nx4D%8p3(=5p
zOZQ8{ox+GK1&nT&f+IlVpUv+UZ*_WqtwiJg@(Q;m@ed=+95v3u&#HB-OUlK-2u6DS
zJ+ybti`ury?z550u%kqUjC&>PYbi){6ZLiD{{7s)-k?h>BkNj=r=W(J*1XOPI&8Ns
z?&q#YYz8P&*Q>lmD9jLT44qsX9y+GGy$(vt@?_>`;jAiHmB>xHeFo=1k!tVv^Kp+`
zl_jUAbB?}6J-Pka%<kxKeLtMs&lq)b7c~fHV&LkOuS=pky~!7Qxu9$D-X5Ur3Y(Pj
z_m`dZmcZ-NKwtdZezfC**GVI$(<`l?8=<D=>glsiU0W3p|IIKci4#$IiS989Q<*$N
z5eq(Vuv)3QO$TwTxKtk;+th4(=*e|6V@_G|YXSY#M3Z18TASmHQZ~Vv2XR6+Sx!1l
zaxBXaZo9E%fNsrqQbrPaeD{ay`@`XU5ssWfLdDZ_3{X`z<#2Bo-0+{mf5`dCn+eU&
zj=;*tH-}!*meWm)%yfkGOC~KkT<h5K_ZHpNv}Yc4!g^xqc4Q6cMy%O?yf*h_-tg3X
z8(mH>b+xmW1nR57KGt!Um66P2f5EG9{Tk9m9<>Pp5LB*i+^L~D=yt<8rfo|cu;bmm
z5t3;FCaZ~B&!pdx+p$}!VbTaKXGu5Bv*uTjeSK)$%De<3NyRIqY4R1TP2n$%bVEYp
z8Jr-8e7P$vm^@>uw-*g%Uh6QTmD>BEalb0fZsD?6V*Xz~$ca0Owz|^59mNhPeie=v
zZ`JD=P1ZHB-d3n*ko{xToE$1uCnd~n8Op*4Mw9rbxI7-e5~|G4UznR164^z#!4ckY
zWxB5EXc;97MTTgZZcZm<Tny0-L4nytkBhIEx1MoS@kgeHc;EezOl0{(j8D@NPQEUM
ztWwS2jm7y*45YY^!M+fSTc6xJ!(7cy+ufW<iii0XWTVmrIDIQ+fIy!$9H9#)SM14X
zPnYWV^eE`=28mYjlezll{77Z;MA4R0Q-T0cX=?R~RliSjcYNVfIR-!dd~-a*lrxla
z9F;YSeHYbZxmj~C7ib!G&J*(YF2SA?C3f5XLl$E6zDw$^D@M_5`*1Ce$a8I%I5iH<
ztkGhyw89L-=$03&B}Rq?D6I<FAF3K#mz{9W!CEUks6s^atzVUj8mRwK1c+Bev(v$X
zhXl+_d`qjtsw$6_$Fsb-_G+G!;xkGL(J7qqI1vS^2I$U)WE}9lI%1K0tB7m9U^JM^
zW)A1v!BP>E??K9Fhu6Ut)Ov9-U&Ep^5-MfjL#P0JtpFa?S>YzLXsFEcS@I%{eB74f
zPI&I5PQd~gRj_NXpx=gcx8EkTDtMX(Z9)6)Iao-Xw@C!YW^sSxoOF+FJ=fgGwneER
zc9Puiq44?SKz!wflJ}BA+tlEaOjiReeLs7@k;4?h)>|jDmV7EPcHatzR3JipCtZf3
z(?`R1^80TkVI20=dY6d$B#H6cV2*&GhzeaEob6lWcsSS@3kQrx>u65=RvJI(Rdl}9
z*SNRx_Q$vT!?Hj6WqNP22RPCkKbuLT1O5mYV>d|{dw`0Few*|s|IWrHI3XQ71mJnM
zINPmK+aRx{m20PEt|q<rw19e<Q!?`*pu;HY^+j6KUH?&ZNLFSocEcUB(Q@{X{D&Ef
z5h{whbFrhH{B^CnbXKWr<$O22a$%Mj#Cp6OTf86zqHpBiIDXh~cR=}OLm&e(ow|u~
zP(uXUR~r*G^9Un-iA-rcsT0##!xnIW0qZq-h)%*7o35=+DJ*MhRC<4TBrL#x?wdC6
zE|cdDSi{$s?c@t;@odZlL1*cM`@f@s)P?=MLM$}sB=)UmtD?ci)^SpUGXeWHI&~+O
z6?R3E7Q3V3@HV-+ivuPy8P@xZ<ZhCn3IexrpGA|8loI+bSeF`_m%8Sml<9G$w-KE|
zZAKnyjZgDBt)UGqPY@+5YMU)2F1A2dY?zogrsG6mcl*diJZWbN#ikwGNhL@rQH&xU
zTyE%>aP8y>lHS_=e0AC;Y-r>Na>&OoNy$!U@iw%hioj?lOgjd8zDwCkJ=I7eWWyKo
z5Elf62r}d<g!d7?8!KKDQ($1=BC3<#841M&vzbag9X0>6!%4<0RhByZx+eK)J+N{!
z4iP_F`v+^>xV8#wgJaQzvE-DHP|$1I-HRu)ZkaT#Ky2*0++!ZCIH7Oj7onrWj`4ZV
zT1{@jK%NZ6JFtXCVbPE-3vN^&?+?5H_At(G2-r(varWv>FB3uGPQiXHz0a~3eLcE&
zVv1$>{5+&pUCG)FjGm`Lz+oYZb1rg8pg=+>N=8hf-e0gZgS=BjXGj%EVA)9hlS3!2
zs>nba_Y5(8UMZ-5Z-B|#-)#=Oj-f3jBF;G0rCVFt*`x<V#1-I7q=C|^Mce#V5Aa&g
z&xi>~oLikBNH~<<0K-I1Y5$}0^{i&XJsF4VCAZ8^xvRrU$E!!+N1cFJ?V|^dLr|7(
zSUT)+or+=<7kGVNzj1q!zT{dn!(n+f{d<@*ETY*66mFTCUXp$^hK;tmm8OTO3ZXg0
zaWgQSy-GpF*ruP4?8!t9EPVwN+Np)H0wvE%V}`iCIi%Bk8fRmaq322NWu}3CyWn$O
zQC3dCs5=+XqhRKQ6u3=Fv2+?!c5JzsI(RltL)}9;rA%&>7rlbc_i}!S`~+)79cl}@
zX*WbeHtOZr)7Ab$D!1AgDVrh`&PixtRXS{xQl3(qBtt?JaKXq|Q%n~ld57DFKShW8
z(Ui7Pp<=klRD)$BkIcp5BooO4fZmRNZdg=?l#vZ@Btfr)HHcCV<!_~J737e<_$mt#
zEHN#MDsCwH=P1M}OTBdqS&}a2l;1%9@WY9^?Xt<9g?q8*#VihEvQFx$^5jPK95c)|
zx}AY6aaPtGIDGb}bd=@IY(m!n)U5c~R|$d#N|_@sIbz(9Kayc5s#B&e=zM%5W?%p<
z>J1~B_{6oEW>1W^jqs64%dq0sYOyZ*gfl-ftuz;2<8;%4<1Y@rHT?40l)_WJ8A4bL
z9qap1FThXOZHy89yUXbXdJ8k^Sfta2qH140Ba-1U-(at~gWl)N`c8m_Q;RaZ12u%r
zH#?e$8jFwa&qooY$SH%pwI{9P&+(A8sjRCJ*i|VCCdkLd?tvYg%7`FN-u~3<a5;+U
zPW)5NrPzyJ{a>A8Z9yYV6apHFE$jr_<$J}@-1Q?Bo{lTfKFJ_=g?j@XmIhyGotk(i
zjXJsYewl^W+)}V~g}zcfJvXaRm8@LQ1azz4f{~QYdIwlU+DdZFB2txvYaP>{fpk&d
zv>;P*8Pih^Bl=_~J!-F%S0O3VjyQ1jUJSD*yb-Ep5x>gazz~1>zr$uF0rlvFKOH)J
z6Mv3xUNgRLqAjE=yp~cC$tb)yfb(e$iB&_*KZdg=ly_FIOpmqUD*w*ga_p-j1kt#O
z+gj#KMy-fg`1=vHEWf=c^^n-zxst0|uX>)Q3s6v9(G~Hu8It>S=L9p;gD!g48e2LB
zWoU>ABE`u4wKfVRmQ}z{3GIu(#Vhqc!;${w&>BqtmvE|Y`q1t686lyTpaJ5M5O#+)
zM8T@BHaa1{6T;eM(zAd0-$*k)5m07C_SUB?|Ik_LmHt1-jm5Mv%R7ZQN%I_M-3~N{
z&%v#awc3#DxZ|9YDfS0Xc3yO(`kYN4rLc|T<?q^NZyC3&fKzbXkOY*1yD{wAvy$NN
z8k6rgJ=Rm>IMdLH60DqUW_K90AM$PIYQrC2C^C!YU#E#*1gZFrrk`;`@s~q@Ks-`B
zHA*iou5|~}=1X-32+KP!E!ijnF4{pSjG?gaMWT`g1h{}6*>i%!?E0M-SthUK%?zB|
zb2?sWurLWk+%J3^6gWG58KLvHS4T&e82z1lC8;g;JAn_kjUU|PP?9GweD@UqG|+v7
z9qF0z@n}0Am}?W`LDKBlzo`fKLiem(dx(bfP9<tiG0#5O`LujMREJYF(3`jfjvx`J
zi7n3NWwZM3;KfIbr4?$l6kul>DX1Bw&uCeiQ*&NCucxztb=D2?Jy?E`!9>&1EA7gw
zSlQ^Ph->L*y~Qv}Sl$=?3DGgh8f|ElAP2coUDdFP$RKhoh|lV295ch$tdhL{8%P~l
zL+O}2huDh^{Sl2{%nH>|sFE_3UPX%D@aEh(;3l!JQ5KQE17~z^6gsrgqC=1@PvA|O
zMe*^R#<XvWQ;yY_9=x1VJoF-cW_D4}zbVp)Z}e_k9#J=TJ35b+s;C|?A!w3p0w{G?
z`BVDm(gNx<gLWX<q%7%9lE;tS(Ftpni|?!|npaLvMuNI>RFd+k-|82POjCCy*o1BT
z^qcwc4MK1?C10bEipF+3M?|ve>65xSf6=vl6c4(JZl+$m#%~7ciBl$Rv2ke(D6f;O
z2z{lCIKv(rap(I%-JjtSLpy&z8v!z<hNoR9uUwcGlFd=atTqo$t*oQ{GP*lvCi^{E
zTHb<n2wH2k4rMhX_0lfNHH7xJPw-`JM_euljV{sADwI{)Kv&22H%tR9&#!6~RaO7B
z?AHFZ>^f))v1*h9Is||lkwx97ne2@Gc_6Fu4%g$4#agwh1$?HjTWGdV*I?vxmlm#H
zlI&JgPp1~e`BX~rtK3TqCllYA?`p3E|C@94*{p4(i@ud0FgrU%Q(Zy)*N$+(F7v#K
zmCw?>{+UW;^bjLO`)`NmBoCU2MR8bQl(RiHucwBu*X2gDAbz9!%bh!toH#8#K4*ZF
zlQ8n$b87~AqtNK&X+5h6R0BRTf0|yJhn9yz=maMx+%eP8@ULcsmrtx1(O+tskSJ1p
zcBaH^d(ZdEf*LOIIqkEbVQ^keAu9cf&;gib%HD=bEH*!Dq<l0y81Pp~1$R_9A%4k7
z(k~^+s}E+;C=Nz6AStj#$L@>$p)X@PvnG+)#rjpIs<27x7{!63MjSgXM_u_%I3)PJ
zi;-GVX2n&g{<xL1nT|F!*?R6t9V81~AHTc$sC2r$4gplyV<_aQ#sU9%sog>8YFyaf
zdz4?-*o~VNM^gScJ=$W~4T)}{xTfQ$>Li@BVSBF6OfVw|Wtv=8lP!jkX}}twHsueb
zq#36Imm4DfY1=YLD7}TR)4^SNLT-Z<Ej%QDHS$%iyRIPPUbE#fK2=+;<Deqvr+t8M
zLs%n>O^V&PPmoQR;Q8f})96t?RcVZaWv>tUAQ7Xc`mOkRdIGMt`5dJ9zxA=USJWw<
z4C!Xgx75JB)@RH%BLCDSsMpA&3wNMoD-L57SZnyAB}JpCNflFuM_QGtj83zI<qcH8
zar&y2sA4F6Ju^H1n@2^~$3#M5r3@%CwvDHb=R!*8Pm_Gmn#!U0`f*v&URRdsrQ(y4
za2FcGXaEJUx%iVFTvm2cw%gWk;}Y#^V4(pJ9qKeouz1aJ`oZ2@!o*w7#LTERI;A0I
z&_=L0u+N}p@V@=+d_FfubGNI%ndLzded1zIYp0&SYQI0NGf}!`ZW|_fgk2<hoqupR
zk_DhRAl_!8;eO0nw|zYVWnPY^=1BXgTT%Seh-0a>?2&Ods7vVz!X~0jAKhQ&pobA|
z<s@Ru2LlcFET0Urk8#IAc7fABk%$~iT*Cy--5!sW%aW4%1)q*eV%&ItnT79+LE1w%
z2a9^Li9>Wq)m%(5X6E)&7R+_PJS@7BO2rYC1?)U!gJERMXpRN6tb!lD^h@vDZW7w>
zVn#^jE%cZ)%Z4fUYb$gYZ<fLy!7SkZZ60bbfNm$DjKd-U2l!W>tT@RzJ0AqOddk;x
z$jjWJE(a$`p{nMxQelV5oc(&#syFyzyfbdArML;<NiyzcGwy%A+$v@nl&Xui;1@h<
zA8JT7)NT4i`28y1=b>D6bc%49<zp>Y!ExDhR3Wwd>gyd=%i<tXd5>;bh*(KD2jTBS
zGv)rEca1&XWFb}{%`|#lW8KeHe<*Z6T3-71n9wEQ_ZMA$Ucg4@=osy5i<)d$yY?O+
zW(Ey_^GTYI`uwgu*%WO|7m^2wUuA<-J|0VkkKa0a7vUg|gs2?JvajSz>|NxjZ_!_9
ze3d?p?mVo~%dV@Nrcp^PO6fPFZD5HZgo>-4yL$SK9G4(fU4hRBa-?OE+iV1n7fo1k
z^`@tlW4~%+k&t180qLY<pA;)QPDMdfg@g*cfLX@f#LLn`H=Tl%BvArflOw2thBowt
zm_pwn1j*Fm?+wE9v4+VnHIa#HhVV9;1a+KXy%1)ETFxmpCFQ+Ri-=h!e^Xdn!QzEn
z<3B{twSd;1PHB1G8FpCL_qna(!z#dUGk|PHMS+)#Uu-bUOZANXYgOC@?XV8JKX4Wy
zLPHdYdUIRbepZ2gc?yN?J}^ry#N9n){F;}WK47N4%s)hCrlKsKCxEe=?<d!xgk}y5
zQ_vBd|2WBj9f5KT{mwh%KiPyz>J0%%zn7(@m@ef5k7Vf&CK)DGu$o5yk^H6Jqo$6=
z)3bM**(`>T-)FL~?^Tn`)aAD_+4H#aGB@o6Ydc8^?3vm75qk9O-vD+m69M22^A14L
z@C#H7&e1wyIuth_J_TnExf=Jy_BI--3|;l{g0?FrIt@u}gV5O&ygXiXfs~H2RV%3f
zFqM%>l2*H2@DpSkp~5R{*U5p7USEBf;|$j*G=^U=w=sEonddELmer<B5Hp@`@;Dd3
zvp9^I!E&wmh0D07@2^ZuCn7;%j%Oqc5K##b%_c~1d%ru^8Dj2*XAO$x7R^>u-X}Y-
zUHR2t)Gp!D#-Wax+T|X3KeYH%33|61^=Z308C2VdU3g<ID-vtc{rlRD%Rb9WE>WE&
zB{X9Ue=u~v;VOZ3v?>SGz_+(wH8Fj^+}N(Y*aq_H!Vj8ZP0|%kxJSMEu0xcF8<cYR
zM$Dn4ZcI*%_MKvrrn~ypQ57~sS;&TP6<c#>Z{zB@Y|tkA>%%<Ncrre`c{+_p1V(gV
z-tKDvomj|<W{OGD{E#JS+jg?~T&2o9-7J#2Y;-d5{~Fc3%j3~)E0wvdF|;S2$+W8}
z2jSR-3dq>!L_Z@NddOv6=|mRM@+1nd$$mfoLMk~OA&{%oCS`5;MK$pMVec)Y>dLw`
zVcY}3A-F?ucXxMpcefBMKyV1|uEE{i-Q7L7yVHlNRNcDWZ@=C5`~Gx~(Z9|fYtOUy
zUQ^bZ&$FyjPDl%|;@jIfbojIU=NN%;f+u9pimu#bHFfKyRZj4Laiw&upHi;So&E!0
z(kak%rDD_$NTB5+szN#jXdhkDvZrDM5e(~k^?V`b!u7>JI?|IzVtnu@z=1-oVM1`x
zmKuRA`c>TjY<I7MYXNI{!>A2@64I7|^qB?kyF<Z?`U-OmWyLsZO8SYn6|fRbVrHd0
zX9a*apK3d$L^r0$KgcVuFzhLeg>e&F3urBbMfgQ(Q5aMpHJ6X=ASZ_-xm4{%KtB%{
zntl-3ox&+BzRRasjAl|RF2<`D-gIfL&{7Q6FSl1UY$hlP9ZqIid^D6ekA-laf$+{o
zLX6X9dh#Y&SD=Qa`Y?C+J<lIOBfh~1cEP-)CEFuDQ$MCpz$ac#gU48?XKm*aIb~}O
zGC^mSrc96RC@-O|58{lKLW0gr+2V6zA85HLaK1J+ktb}C)_kySh?8%CJ!63cU3E8U
z<1rAPqwH;aj`L7PV_P1Kca@b0S4}H2cduO`aa36D06*HSC3^fqxylDu3pBj`0m&rg
zPO|UDEO7LlhASwOUWeM0AfE{}UT1go_{GM58R33U62W2E{2B3BqEr+o_YFf1kqX6!
zTjhcg^CiM9aC}`BEeh#pQ;mF0)nf;iV5?$KoH&){i%FM|MI9<q1|4J$CCrgLv^y~J
zx2z8BF~hd0j7;G0q<P&M;vl9gc*JN>Nnb3H;3K8=7k;WFjgwp{k-hmcRC;~y_*f!c
z#zEj-mz3k@Ju}GVT2M{b&%Pvf>i2Z~k1(8l#41W7*y3w<88T>*>2eY&wG<f{dE~`Z
zS(05|+;QH>uqQS0*S$ZLjCv}4k1_0-SHldG9QT9-+#2o#KAi}>{U|o7jweny!IJ`;
z*@sOg*jr{T$U#E@`5Z-DD2IXOLRuYSF0jH_Omj+VSXrmIolirgduGs5KB8!mQ2M!7
zo$Cd{4!;bfSUNK(l)OBZm0>HC+l|1fHJdvGN$SEIKeB#R9+kk<zfhrnpu_ib{RtQi
zRjK|*cF4G&(8E^PbvsqHL2^GgJdG&b)j3OgbF3!Rv5EX7ihh)!sxRVB`G^@6*T525
zdOF8^Q|r>mEi`hPhd-y^KrjFda*V$gT-qVn!>nx}VxjmiJpLpU@=9?@o>DOO$qOIQ
z8*85bls2n3od=ag*Jm-Lf+JOa7-wtOtF(^8IG-Bu73_2%caM|$oW2c=3c8CY$7hmn
z)8Z=$mT3(}c2kSB&lPm%ZH>kc|5`%G?r7<w@F|U!4(`wraMUcktKB_S17!>TBvLZ^
z1gfJcZ+~<c-HyTPq4Gz{9NQ3NrY#F^@u79uU&Ttw6osfH!X!e{pM!lf6c7iZkSFhh
zO1S7H<5H5zv_eaqX@_V+;}iDsDBJOhpQySvz$<$d=Xz&@LaupNiU7z*#H*pfS1kGB
zLH)8u;pSw9!Gkx^fzdB|+#FqER``K9$*|`~WYy*KWunt1{h6%DC{V_%QD2at#>hRT
zLg)qRhbNu5O{&&x>xaoVz$yZQ(At@;sg+Ip&c>pa>#Akr!-3)@c68vf5W*HwW#NOR
z2znf%TmLv!6lEcj*f`}wv=C58K$o^M{cM&*Sgt@_1L-kO<wOzIDbb8S)kiq_092Dg
zpXVQEard&NA^p_Ruk}P9jKCxArzDV3PNlF3>&xc7>UzN^SWXT+;w~<HN=_q7og!eu
zcbcqd8b$k+?h51tY_3fQh3T{FiN#lN)B9)y)AW1VMyF+;P{q#$0iv|w(y4&e(~0h#
zAG#`S73zaIgbVnoI6a+|ayxmHs3Z>ERtuP7ZKXxb30OAk4FL-~pCPG&@EB&T1iR8D
z7rcgy2B$uZMgmb3PJJV-1MmqZ?WJ$E4&~tXFJX4>mKG%!Xr|?|VVJd4GOUU@s3fHF
zwK07CP{St@UsKH3JNot1lhf)mk~fHYLmseDP#ejr)Z)TN=NYPwCOPVAX93%w_%k}j
z&gI)i9-QK$>RU&<TYUeP=4{X0bmyM5FlOgvqoSb@cB;72L}YGyKZEnp59t^#qZ!c5
zxRr|ep=7ow-1q}FxPagu@#L+ora5ifHZKFgHgz1Bu=@`N0<akzE&VFSP$42}mUQUb
znljh|rH5*H7wjIJrVS`I-j4`lFslBl+i8p*^7j6w_gTvdcf%J*r$InEo1FQZ(1$;O
z`WG1j{*t`BHN?cjwfy$};%_T=imx#1DWV<rbzzMCf!l_dz{8a-FKT^({h#pVc$I_{
z?KUGVQ(bH|{Upz)KM{23Zhq>_qo5ubVR_cj)%2Ap{4P&CJvL`wMm5+OuBld5J~B2y
zzhsrg203Pz=V@%tFXQsVC(TK-zyDe>;X9JY2rGiPfYqd4;Jw<cS4nsO4yW1OiRh9*
zL;EQdAoV~2Z&}`gwV&tI@XH4Bn4z+H(!JwgK1Euf)XMP`hG=Y?$o!Ga-JK0|93Mv7
zgI!4*JR0tqrXF-W2|v@7Ut{!Od@0TCoYE4LD-YOYBWKM6NnV$hP4*YFm6YC3<4Gk~
zXXb8o+63#=0xs5|WdQ?ZQ2k<y)~|-H{pJ}pxfLB74PvTH;7_L4`92G*41z?*ynJ=T
zxH6zV=bI_&CHR_sfvev!BRCvyTxF-5y=)Szp}?h!2Yr-PGK*Gcr)e%41)n-aGW+h$
zE<tkV_7_w%cGvjbZFo(RQ4z{u-!~x`K?7=Lf@5Xmy_*3CzJ)QpJ~n>2Xmwo&^phWf
zmE*P2qoWDO2V}l$+a?_=!C>Zeqs@jI-Wi*i;=|ZObi1f^`Qj9>BSdS*(w3jWJ|WUa
zpLpu!Wc5aR77@NB;F_Z=m6U~X`x>l%H!xqt7-KFue330{^TfT|a(H10Q?bIFMI&vx
zj*{<WLua;)!m<Z*SK)M{lruMoO-)=NSJ?}c_9$krUC3+mL==XG6Z%zIL|YO(i9-~%
z=5o=vjV#dY>v>C_2eE~U4LF=}lEVP`!;dA_&itj@pz*XN1h=!W3jzo^0KF?VE`zQ!
zyP_aqOx@z=vf@<}?*BGV267_^m<8}oC}h^s8JPaW<$bw5N!fAsvdqn>IKW=?@$S$h
z-uYwSldRjrl8poIp2!mjzs1KE_7tkn)~?23RW)xmVNT|PoVkgN)QeYGUc9Wua;hWF
zIg-?Zerbx3ZUSZ=*8s%qe+=CEIn4bMj<{Y`w|nXemGweQOJH~{+*PbmX))h~+tX0J
z@iL|gaZIV-Wy*W)`E=k|om3R41U=XGdd7d}WWn09^afbbr8@a>_&{+SNd`m}=`hTP
zx5N(-S&up}zbIIZo_xsV0?}sjS=J5ixah1&IakHRK$TogIy@niQ3W4Y&nB>}iL>Td
zNZHOMcpPUb0@H&}cn!C$yrfErqtkQ~r)K%qu+8`)u?b&JR_VJsJ?W>LyfQ>%lB5cZ
z`&|#(1&l6?(&-T*3~R)k?-59TV?2_)R)9%=aKE-z(|GJxx*!ak8xflahjsM-0hU&`
zGtp{l4U}qar`*4H!oY`IV{`n>q+YT#Uq{1vs!U3IDDx$NurA3b_CeafY^KG@m~I=5
zAZ(rNTkb8;O#=$~)u3Hbme*Q&nM;H*6DlHBsaUVauC0!W0GnI!ohIMFWr{h^`-2ti
zwk~6SILHX>IEi^^C9KE7s2JD8_isfXu$O}Ciu*ZaCCLe-!alK|v=C-CeOCK<Q)}xX
zRg33%--G)UPAKA~3IAb$)WrngB_((<dgHCwz|~MQtf=bHqqsOZd5z<*9`We;$MoH7
zMtz^P%(frh%z6Pcas^!@{Pq&uj#kThFWqqbOuPRaY~+0(Y?KS^lva0Za=orDmtrR&
zor}dyWOcb+SDh4~`w1k@A){N$f9%RTbE<_+pP2+B2$zo*ga7$uif~bp$WxGu^zQg#
z^o+Ash0R)b2B!Fv2Ev+E2jCF<?|nqcA*w}3U-T=hj?t9CgBC0bp^k&MZ;lzwfBCFp
z;czlr^SY2JR#do<n^Y$7a!~knA|}l$m~yal0XzY*`D$E-$VoMm5V6ZBgL~UB|0S`T
z>>uNbhe>tacbmO6=kQCGPn8LGnVqYmFN#sOTTYCmN6@Gg5k4Q2YV_Zdw)-QR({IkN
ze~c11aj=eg_aC}>>bS$jEJ5U~LIh5>mVR{iuO^kQdrd^*$^&q09bs^Lcowb{nyKo1
z&}w{LJI8T(t2!^B5-e%3iyTU~S=D03!+!KL{&U*s)b|C+zm%*Pjss{pkQ*MJ>ik}j
z&>`qjKU6LB73KqJ^qaJ*GVEp+vyhr4w;ZO>c0tAJ;kK$tlbXeUiRtaI%gdycZdQEB
zmC;qg4RdCu%CX)SJe%IJWyi#}Zlz#B1x(f62b&wIE9KiHl}=`|F!F|rUBhL=a)N)<
zeCp{J0HhB90>r+KtC~*^Pki^13ea>cdr7f;##J)~vk(=Ym~ZSgrif#|hlm{6w(Noa
zR8=G1d?}qvn5-ZM9B6Fw5%bppk0GRN;Nil{c*f5cX(^UHFb>JMLFYCsck*woUCfWZ
zCIb(*0KEASgOBW1KI$}WJcGi=;lY(rlNwT@myarbv)nw_i|(UrZgjJ|c4TxTzi{9m
zNi=0#oQv%YQet9QD-PHg=|6_p7SBxBj>^m^dGys_l*dbtk<@TaVa<_jwIoLhbCExc
z!!N_dE2MfL8o16a3azN)Cu$C7)n}@fM{W}#7I_k8=Z=0a@L=G`y!v@O%!bvsCo_&{
zvf?AFLjn}?aB>n4!l~@<?w*diasX;sVPJHTE-9v$@y<Q^Cb<)N6w!`(LKjC*Q8MqJ
z@E;Va^mK8W^`Gp?oP_qzL-;JoBVOA^g3Lf0(nN)j^HURRMDa|7L<$!HM-nkz3^4Bu
z4;^QweOWXgz(#LPI$c`v^Zcb>ZU>m~_dW(TBR_4bfYyw_NCk`(2PM(*$We!~bEVtU
z=m%IyQOOceD`G$yI|#?STdIPSHks~{NIv9>m4w_wvLMO?x0kGP)Ao}LOy_V3R+l^>
z5V#ny3_zZH#B>rNDXQqLN^$FsIoVe`rfJG!)ZIKhxR~*M<O(LGEfDTwLAAC=jjP_P
zE_KFgBWkPVs_Q6~n;RVqWhOFHVrM0<$LWGsk@S{g6y482D8M>ksfIXO3$c+_zuOfr
zHO0;JN5M=MrCb$NT54))P}oU!<zR(E^vqC;8J<^|BVI3Mp2gVVV;N&qiK^)YuW2OM
ziG5aDk6<Ec6H~Tr*im#1i5meB8xhUa&Ab>dVE(8ga(vA%;+^~rX`4Cg1$H7*O`2w^
zQ`h0Zc-yyzNO;-)j7x;$fFuSmDSnBsp&j>QgQ-$3?%@(!$VT~jtJ|1M0OPL6g>o{_
zLlJVMOMq-z1zp_Y*!kv3|BT?S{vG`LrfWEJbJ~MrO>9Rtk36|sY?=^h|NS`ChEfku
z<dfHs?xy<{6x%<>nd0m5hVReSK*218ghK#3XhLnEwmqS5s*>*ll0&e+QogENLwx&t
z3egT?z~VJEudGu~DtG_0mprUlRKTDW9_wF;U&%{iEGJhak>0nC)_g+YgL%;GSmAih
zN-rzws(o}lP19r4x>AdILF>?}m~BOds>=@{5|Y6QKTR>gs;0Y+ukY_srm2g_c~?C|
zIQtvPb<>eDEI_2#Hw^XxM?^Mp5%hi(<m~SU@=eZg@Srm6JExCidyXXn@Ua?lQQ0Ga
z?eQPItAF(FCmYDuT}`maUTe8E51<SJ`q%a9WilRwgHVO>I!_aa<UymRt!t0kf$W6!
zIhj9G!!Tq72hU9&TxMZz*17E?lZfe3Tx``;<U(Qnt|?oM=?>F&?Iby~g{J4bakRT0
zGx`N08r83p*~`G)y0!reYt=FnQ_pp;=Nn{>>dS^~l8%dkykt{``<AkDMi8_pw(V@J
z&v&QP<{P0ztfA!=^0%*UMvn4Z>Bo-80lox!{r8dXR8neJS7Z&w>oo#jhy6o_b$KqJ
zghARRX-VnHvuR&%PT#oi!>5hWKqAt%LBB_H0|n`q>yT$W2~$$opu`|wK>{(EW+*`*
zcK7G5Z2DjW1B?o2^Mq1vw7P-<84S)O-=6z<IcW7?xGW=k6k}gBQ{t~^qg6C=&-Yi1
zZDi!-qc#^*X#>~9$9_eur|35swK};tbm?q{rMDhB0ES%d0NQcK@V_*-t@ZGJhOa3Q
zI*Z$%uG1P9f;QcAjjK)bAS(T60CGI9KdNkA$<FGE|0`q~u~+y&)7wq-_BhN4T2;J}
zuKu9|XJ|x{mgjk$vL5!z_Egwlo*YM8pG|VO2H`Ese!TYZEKHSjGJ>z>3If>ijCOoz
zEy<pdnpPH(uEe<dj3tUh9HrY&4<GQ{zB=ox7x;YLDnpNgNb8GD(<(Bat2u?JSlCcw
z*$C(m$>2~z8fML%R-0l-knVAw`}R{<?!3|N9~T7m6k#;>+xxTXyb*fmZeSp+BAXu*
zacYvlhKwj%ou0!t|MvLWY{IrkShFurHc>S2r#&8!sZ%1FPMlwM=WQch9tI$nTMQ<9
zOFuoLvBwS4l>nh0JY1YN#<b(_8KJmfEjp{?dKkZU;%5zPQ8wpCF)=J&leBv;DPoME
z4b@8_irN{@n?a5-)#AKVsj|5~gfwBxOv>C{6ik8=fLsKR3pl`{UL-0GgnWSgAw5nx
z_8}nMsM^~^|Eqw2L=zzm6%~iHM#)~4YzEfN+cGCs19?$v#F^*m_LWn)bGa>fp<DIo
z^oa|l;#D4l^zi)7uBCC(Sz)Y%k%duoNVb?!^ruAHhxE)OTKsIn0yB(ga$5qhl8TPg
zuC6hIJk>9+rek(4E^0DV3pM}}i4iaLih+@H{fc+*dF(9}^G=*z#2_Xz$#{Tw_iYbR
zzt>G(dl^omF`d0yaG9Nxrdo+jFZEZ{sT~!@EhIIsgEETt7I_Enu4t$_Y&Y=R_EhH0
z5&_=m%j-lhMmdR>GgA_e^Vc1&PvU+y!~F&nY}Ga*d^Np^_fpGi4iuLQJ*9mPo<1t3
z%%J?}Y@Uz7&sEdK=|@lcCCqE#C!!t$mVs!#bfKXzQ%+<q0(dK_=-`55IArh$xBJ}<
zKHlc1t+-cp!jNzmvCYwmFAFEGbV$(TP)rgbJ%XsW>DOZ8>;|HGQrJ_so8R<wC(Wd>
z$ed0Yz0uXqW(_U*!c%FPVe`!OiqB43&FGT$cYd7hg8At*pQMp-^#x#pI}CZ2`<tL2
zOv`w|FM)EPaHu^Ik}4-;R2|2`EA5yetC(@=$WSn2F~a+%H>!PhQ~7n`hlO4JS?l80
zZT>Omm1~ooYXSbiw;JQ}%GNySWS{JpZ)9LCTRDAqh~S00r$0T*_Kits66>UzZO!CL
z$F(M?Pv`Uj<Dqg8DxxG8&ALKoUhVGv!ObYV!S*UW&5GwR1)+6BSwkK8t`Cgqf_}O7
z+?bqBsd36QF7&<!_qVk^cu@%3%Q&-5$R8i7`82PEEQ?XZR~aKTK0O>=IC!+p`aqca
z_{j(><WfODuXWm!Jodz?IDf|Q6?OI?#cwNOkRPMAfB9neFg)_L;2XIx$|@xUmQ1F-
zLat^rKN<3!%Zue1tnuzOcl9YIZnC}22MlX*=*ms|HcG&fZk~q)S*w*YKf~{8=BaFi
zl);`WSHGMX4-}pD{5lJD)I8w(s+-HjQ1Ofg!$#4!1$DsAIILOW*8RKUI+v})NY{1|
ztI@4jy{jg2wOH_NjgoKZj|ippH>DR@e_1(fp2{Jb^@=AUv=QpSsxg6(g3Sq#8S~9`
zIpK!2=#3apqeBHa=Wv9ZD6-7-8C^XcL+)T-&3}>MN&2!=+UeKdhLtY*r0a?|+qJ!y
zPOPY%F)y=j**lo*;wjRl1={0>(x^cr!P$vY?RHYc$6F8px=!L~go0BoC^9t)kD@^A
zX4_$TC4BYKNng==w`ikNnM9b-!~Izs+XRW?vO_`vm^vQrJjUtPhh6ToaP)A{g^~&0
zcj$=%%S>nKi2-kqxx;v)+v)Q$D955CzU^G7f~_4uPnp9xu7+26Ze9g1G&SBAtGZNs
z3BQQeh+g*+7}29eLk>v+LJ3@el4U7u<|x{Ny+Oi)#OonsLSnt|B6S4fSVc!P7*J_M
zSk+v!G@%uXR%w2dq7(6r_f4qHDoje&CA7T+=4kJM$@otC!Wp1Jc@#m!`cGn5tY*`C
z&pbBU?4fK-PshG94L*U`D74n72fc;~Ja-Xy+57g&#xPJA4@K;sbdzv^TWy3aAhfQ!
z2f);{MrUBRk0)fUX_9L92CrW@7FW2x`HPpuh{6k{4G(Y-sBrU>(+)`tN3F^DHWiv*
zObjm7BA<>z4#^V;OTbn+I7h=#N~l5S5I;OJ-H0L5fhPJNY%wn`FS|#p>Q-daU)9Ga
zJJWSS;<5y#a{OBV_^?nQykX6GIFD>)vUI#y{j&{*XXNc=Pps-xY$frfpwYe8)RxUh
zL=sUArhu3B6(K9lb7K}l!Hr)v@n&KdK}Q7br2E|EG0}B^DTGb-Wle`+7o5}7QjUaz
zFdf8C*Um{xb`A0t4w<P(f2s;yeH`IPuq6YKS0?rQijG4=VuD&j83B~!T+71jb$35p
zWVf1NfF0t-oc|NnHE<|<C>7k2J>NPEvYJ9F&I+ikV!9c2WW`6n!-6oQpQ|8bfUB0-
zY*>6i94t(v`j-{%2oE+CHoPE9FC~j|oOuNga;g=6z@E$3YqczPn}e8<+AcQEYsD1d
z-J^BHx6S1g<bk0;Ul6~2f#<$*NU^U~RrOTh6)nVL)_J01zOTPDF=*AO5(pDI=t~x|
z#`pU?_CY`A4#>Bc;qy9ln48S`8pV}w_&<M+Cj7Ou4+?o3b8;TvG2cPl7A9WyQ3^c*
z50&Un)JF4zMz6OclhOztZST}T_fvg0{>(6KY8ZEK_@Zn#C(%fu2}pPhAsxS<id>3g
zCy7Av*HCaLa8$V6=PwoFX3+X6EgD~=&SxHzK7zSI-h@nSLPQa6C6lxHx4N^rm$Ic%
zC&HH|lj{gx1&kj9cMmqR?{*2rTQ4jN#mJ?&Rs-CWlbGw!1Q&U-)4w^#-(Vyt+cGP7
zai(nq76}|KEV;8aM^zyYxLCPxv4a|kWi+pFLJzl5BA!o^wX<fpp7Thq0Nl6Dn0AtG
zY))}yTWq4!DE_<fbKuxUN@#S;Q(fK#cYe&B<-m4w?a^kMN>l9@vsqyCNw(Yu>Wn1?
z2nxblLne{isw>@$<T#}xoNT~x-HP*AOk0M?x~>T3zWHcaEiQ3TE5vxDp{Q_d{5d8B
zlh>xU-%<4E`q}CBZ=9(526Mz1lHfuV!D67xvIkVk<|(Qu7?|!dmtBExP(OM^!nL*K
zJ@+K(4UIp<$)<L8=<?Wimz96f*V1P{+$o`)LNkk75A~Bx1$F}$biSNC`WA8g;ggA!
zGyKfpPxyeZL>L+Qt_okknLpl#=ZdvLgh028d{f@k9S%B>Cj6HAa36_qxrw~-li^8T
zkTqm{!3l(1_#SoWp%9?ix4EJwB8Odc)=PdK50Gai6JF`F+;bQU{BH{1b+b}4hKee#
zY)gwc2~EB1iSTy1$vR|>Z*u}{P%<hHz_6nUrQ30IHdUedP+w=c60;7#A{jFXem|-P
zj|Wdm`6C}iHqh23zKZ@H3b4bjqX^GHpzODdklXG(zd{(mm!R-z;VRjpwyB$w)6g`_
zpU5Guw8)z?VR+YhkCldmVBIQOSj-GJ!bcrq#gRaC%hp>VMMix1!2#@i`H<IT#-y^K
zA%VkW@SWpf!PKYn1O5aQ1rj=&*yBh36W(s$F_sOL#5{g5HB=Rk&qmLkWus=c6FEZ+
z#@O15meR>Vl)vU;mr1a8Z|7^U;tZOs!*fMvS$}}ZM2$5y+X@w}k^22QOo@mZH*2Y(
z3aCp>sF$^**Yhvbh~@~Z9#ucZDxi`5wDyP#@vwcBcdcG~aiq4>_nixZ&)Q?bZy8$&
zYaZ@w;2uuL#Cm_Ge^13~00mn333?svt&2}vc4g_R46WQdxyN9G&(mW^HliOM+3Y(?
zCB}d%6kxADu7%4@zru&}#Xuy(xNg=y<U@jvBD;$U#7j>DUscAXBR96E$v27+A5xox
z&g<l4%|Z9|*_w<<6=AS$>lgKX?&UjA{^>{mQ0Lr%lPN{J_yRtgUa#Z4gC>DUb|tty
z5H6inPsw|<l55W4la$4%$Oko_S<f!E<u_>?bW1U~Ij7{9GRFNHje8{68y-Mz<1e%G
zQr;HWAO1E1%l392Dv_7`0)ig>_4OuWVhA$?n#oP@r^wSoMqv9ORe9E>l^jN?<i(M$
zfAWn$1}_CfuEn<Dx))ttC)g(f;ap2taqcCqn^ylY<xph5w{tBz9NSMwg3B!!R%m51
zUtLBH^$vKOpUv>hkMty8IG~Qv>HzbV!?*64+|C$2T^;YptxBuw3dqW>>#Fz<t3VFk
zF{@i9PoBy(`dCdop9qSJt<bnVt+_aj*fe19aFUnp?!~^Iq!&>Nf2IxeGi&rpS&;hG
ztJeT>^@T5thbJ>{zHVqL2B8KgRapmU{(AM!?^%_8>{5)C2ZCbCdgwI6W(^3E(|x4o
zWSYrOz`Lxia2hS8_;Z=@uS8pkV2kbU#06|9@t4z-D9xMD!GcsUCCm)Xl>YU-TKc^F
zCIw9`d1d+NBxSzT@Yy(mYLm3-w@d4RE7@T!k;rTY9u^fpACZq{fb;q|pfEUBX16NX
zc2=0Hhl6UxH$LFnjc2^FP%xEee?Ge2!)LiQg5fnjn|mJbo=kc?{CpCkpFR#jG8;rD
zpfGBE5{=khM>@=P75)XIp3Pr*GlaH&_%7{%GX<a<`H%9GkKi2Opy?kgu-p9@7V$&Y
zniO*LAN%&UIo|GakkP2WAj4U?Ii)}6&nh?Kg?nOep<DC5+(f6R<%<j{ZYI9xnwE4=
z9UeswgX_1*(QrMTxaj-8E@sGqWMYK+W5EEPe;ofb?iS_!w(U)Cqe+8OX?3`zsNMLi
zKJJ4oB1wLFD!D>b^}*ysK4jp_Mpif2X&6djVQ`|`Tac`x#j7J~a_x50vXUV-P3F~8
zz3-!|7Pj^m`)RPmYu#oq?v<Id+S_C@KmUwsojbD=cBe7G*=pWQb3gjAy`btje3<R?
zE9@THC`=U@mvAVf4~NcKIRz<MO|CyK%`JYRJB%WHn~XY0iMsN=vstHmIGE!$wT*EX
zUO<>ggP&O8<i2=P%g`6pb@NWin!D;_t4=-jjC{RG7WdlPR#mleziJy(bm=a*wF*MV
z#L=qmsMeL$`q|h_8{+|R?)q#0W5H=sYH_rAVd674ShzyIG-S1Glu0MuNLdpZ+bD6&
z<p;S~LYEUrA}pB=8S$v0GeKr<Rjn{}k>^%B_sLa$Cg??*Qk)5M{+Wmh8@Xv~nV!iU
zUGEoXCo8Kif4IXfPFJVBK*xRoyc(J;xsmci-V)e}@vEq_Hj1`UGuIlZP2t4j8CZGw
zO8@*V<5g}y+F12+xd;??tcB&nqkDGnx$net>av#^+1+}ofz?<1aFE!o7%Y`n_v4ED
zahRq@;VX|&@n7PUB#<+$c#hmLaIWF=hQI0)!g-|V>LAVx_S<Z#uG4jSe2=|GR%h+9
zlG46a^xU4_OdHTsTq&Xn?8;=2)S3`BlnW6P@qJ^8??{U#WUiOobtQTWw&;MCmw__!
z-34!d`Ndi+NhA6#2H8Zv0FNgNh^xC^#_C+V;mRFjK?bw^Jf!f`E_Nrd*e;=RdnKvN
z1;l7EJ@>l@(|2u&S41*rf0SP3#3QxbuTnlBtW(%|e9+D~mHNIG<CK%OYm_`7BzS7h
zkgeKg?8xc*HL$MQHQ&ei!NrSf&FM)%4{uk*Bo*heaFq3m;tf)t{e$`sWos~Tkyb*d
z&hs)OhBLdH0f&8EyTziGpm1^E4Q2^)pz_JmD_t4oa@E{?(zkv0^Ltf2o${v3j%Xim
zObTkvyau_Dfl-JEEdGrj;!(+;s=$6Q8w)7B%|(o)@}TrUTiM!hk-gSw{$%|!jgh!T
zhT5`(!Q%)N-nh32E)-MXWvHDi5E2%=KN0348cOeWW?%s^ad{>czs49xLrCm=2UxPw
z*BH6i`6e>gutxJ>W#WB66>hQ#pW+Igb+*u6Kz3rc$q}sEBJ8lXn$RlL&Bpntm}2>=
z>yQ9<!e?K5$Qn3Xo4P$WUvOcpW4x)d&bILuVq{oH8&*8#WnqH@jZKkd#=9Bz0}gn>
zh4kFb!!Ka6!w=9PwV=qalsxvOyJ_QIaFPm#5~+V_&wtzv$Ewp!LNc_<#+Ur{L5rL)
zN>LY?jGGMu!lNXtwKJ=t{L!~vDOxs_f@fTqQB@KdVXBZ0l6X8{W=wgDtO$i}vsw8*
zm=PS=ZQ|7Qdd8d=HNXIn|E#c_-^(C2Fe-efv9RFXjLy2{REm$)PZwMeyOnv-VAc{%
zlTN*oL}R~7`kjghKW$!hDuMfO5(!&abX4neLMX35`h6hzrreN~n;eh8e)T}`XVUVw
zB#AIeLa$y9v>vJr6Gxzo(3pqT0OZ3t^ts}s*S!awGJgjFg+b>@JsFVleSJIhTBmR7
zgUC0JNQ4X^-nhkx?EX%CqzXx(Jg9a7cHTH;{k?S!WmloG=dIs~&CqebO*`OldOrS4
z3WeMPKF!QoWhjprC#u>O@*@QedC+ljj?3A>;t!)M9hOa8SjAm5ZzN-{z`g{$KQq;A
z6;|pC@I{NKDGAjpw95V7evXhYR10+G7QYGIIG7waK-!Fn(wW0Ll+DxEIi#hrjFyEr
zvS)m?%0YRh6)u&Df|_t}a6oa6ypX?U!w>>-fo75kNeqql&^?b_qqk)~FP8L&*|u_`
zdt2y&-1C~woCaTgmN{vrj_@BzvVS5RH(}i`S@$GW@kd=pwP#{`)l)@3{b4{e{KK<w
zRJTA_8a^ccx|E&u998zy;;-5bt?JUXk8n|vWD+6^Rr6!8ZkH)AdE$z%0F0%p_57iA
z=|S4IW`9ptiBbc@^g$iK4DH8r5qa`{@4A3t)AyvQp7XYYlwOVs7B)dkaz4B|b*=qk
zEX@__16u#fuoC4bF7{Lri9h3|pLX61G1zpLa_#QUg~LiMgFucKmgT9(F<R3s&`6_Y
z>(k;waOUzZXP7{<>$OB715CiGm!Vm1pQD3B;cNj0Uh@mQ2q7@IPoEfKHQG{B^CPtc
z4LS3HV_o|jmD;gz5~9Y*;zf>c%qu9G5c4@#r%`t6h<!Wc>xGWsxWz`Vc3imf=9WHD
za+R#qIe>4#;I4M*+&;<haHn*F;UxtV97apm0#Oap;NY8H+*62J)WTRlJ8cdq=O$|}
zVW)+0KmsRBgolKmUpb?_p)eq&%XQhVQ;ALW+8BRhQ?y{oJM|rbWbAzv9_e5kE<eES
z_h(m6G8!HnWcvVOyS6rb+{hOZ^&@ANk5u@Ff0$p8PwVMd{YI(EhDsDfsUs2RLk>e&
zwc(qcwDaSqvX8~&Y>fibTLcV643?k)Uo6sL{q=eJ`;u#4W>f*2rj9&R;?Ht@MF8Uz
zFNiA{Tqfl||6)QBCTPmNRCi`DwU#eRGgEWy%=aDb^hGF;KC1+tfhPnP(od{|#z#a9
zarMDj&Qx}19!Agc^eIQwx>e2$(aAl&P39ATVOcS-FCoC-N#VKvkg<sHdV!$Vx156j
zSV<3CxT*s?#tPfJ?tg>3Rox}}j5ne2VdaV1zLbuFFgE|b^_sj<WmreI$GH2P*h%20
zJb!NOOd7)Umlimf=bl4W-|b7JxzN&Lk!^O;hWoF_)9E@jk9=?7{Uw8Wwa0gF3Cf#Q
zv;5MF^G2oio2MU54G&f5BF=_K{Mk1c=S_8`2j}86hZHigK0MX+lnjqjPoU~Fe`Ovv
zVfe9-)j!M|R2H56JuaChG_fD_G~IjTZJekp<SM(V4l~w)+tDPj&e289-DsfW4*(9>
zEiMqvf@92Jjd))zi}aMu{!4`@USTMrlh5?ei~(BC*2Bg&JS0e><(2pdJr2(e%8B|N
z@zKVZrF!VFW_Syi?)@>LBbcU=R6<YrvAkF*j9ojc63nZ@_6hR?^i*|LBK#!-DUW<>
zTNAR-X6JMEbI{RD-Zy$2FWj4>!M<<1Eq)WUbO&Acf3unbA(5MYCs46VWKpB(G20BG
zFpM(oQ)RPel{$WJ0A3MOSeX83@NMVST<WVi3uYmB`p|U9_IhE45c*MVpdhJ0JxE#<
zu`t+lA9UK&2-(-&!%F5%k+Fp2@B>6U|59kvOwBCN)*QUB^N0sTjR@_w)wi<~ZKGY)
z3I4bw5_nKW*YU^hYRV*upS+iU*aDDtvKp@^wNLvu3#JAO*B&$1)id!k%2Bz>MblZ*
zS$N<Pif+c7$UbRJ&KK!^b?yY}Ugmv0GG2Gh7YOKuochIzDluIU>v<Qtzk22h*jFrp
z3-t%4sc_3OSn-JZ#5fIGBq?{49u)5EMbfwXqM;r#jd>UPT3J|l@>(&(izv#nUhfu*
z*|5E3K4gBB61L)5@0J8JOQU-tX^weYLmNF_XV}&`?16Rxajxo^q9G=;DZz1_pO|V2
z9s{9Be4!+J3ox0Y+ES6>|Iw5xggDjP2ZRP#0+sJxQ%`kVUDk=Gk=m5fA?x$a`1T6)
zl`3^WK?I@X4ZuXwOhuMb73v-Z=9GymfRR3S3bKv48jFbykl{V~_(OIN^cskVYXS9h
z?;U4fF+`(Osu?6`^gA6yRWrT#QG!ihnsTi#W&ox;R4=KaviSQ0lo?w+2vFugA^FP&
zr2$uk8CVD|M3IvM#16SSyy+PDk-~Lc+`QP><{D-D%Jtxpr-pL|BI#X71zx1%2;RuC
z(N<JF1Oo1p%@>`<nvL)FChV)nK)GyEwmwf$JgN|1#Cq`K2nUT>n#yd-ch)?@Fe~we
z(WEfpiu~>k4?t4-JsEEBC8dmB1*}TgSau;i4$+!gVCY);35TN#LZeOe#3$tZgn$Ex
zAcF-1&=5|V1@cw&4Ly!;IWdC4P~I_L&~()--_h2`&RD1CFBbfWaPsRbQKZRPB%b3`
z(h+faCO9R)K(oM6OW!qgL-2*8F?P8jC>-vz1IyyXb)u?JD(uc8t)txam%Z=BMt=D^
zG(e%QjgPL2o^|C0wa7q|^pt<OUwO4Tfl&7*=FVb&Hda>S9sfzuY#UMzVB^HPm2lKz
zXV^nNIjr<KPCWWd-2>Ros!q5r?(V^B?q-MMDYDWwctgSxXm)kZ^3h8r6J%Kp0Jph6
zg+PR?_alPss3+XsBx&{F8@yoxb`;m)#BA3mTe~86cX!#eOIy8502z5H9B}z*XV(Kv
zv2Rw&L=4jNj7$;ESAR6}hoCR<awhV}jzGgdeNS5lJaG*_D!V=j{xgBmM@p(MMVlC;
z)ngeP4jThWM{boPp&%Dwf8`sQhzei<1&(Jo-&j9Y4MKI<nJjCWEp}u9k8zA5hbn{)
z4Tmat;9dckNvROEpUx!;->KxZT38XeFm?!8keML%IU#6?&UiZL+yGoBpAwXR<woT?
zh9{H~%uOF71&Cri9e;OnLXhjA_rlUqt8JzTQ**eozNl`J{EqjZWM)OT5{Oij^fCrQ
zuXbV+f&^xKPzS2ZSJ%d~+6jReAlN|SP~ZAI8S4*A4oD89Wq1e*w+e`p1x{$Pl{8RI
zhKX5;l@EkWxsIINUrQ#i>#xOkHT3^T!bupDs86bb8in+7y)W)3U$)R1t(i+OF4nO>
z=q+x~oW!lfAz)xJ;UlwtH1t#FGEqH<y6SMhrG|3@TRpvdQd}Lbq-Wj8A-}G1v_IGi
ziqP;62Luz+T!bHK@;Sx0Z$iZ@Phc2i@NlIuZIz82oz+bn!pfwTK<Y*1@|hknlH5nL
zFu)%^Um^dzA+eQ+F6|Y}zy_=-v>baeI^1R|>%W$pf`j3ZLz$sea3WO`{OK&DTfoFW
z?XrXAr!g676-GqFb{+zUyq-zF*N;4((IBn!A^AI%rl$qHJbDi+VOuq*f{`$seIrUL
zwBKA@DICEtK65g)fh$DesHLH@8UZ!-habWF8(pjNyM1BgcA?_E+D{C$*PmcBY-EWR
zpZv&FxXCc1*;$P=c#~ngJz2>XR+Q*EVF(!{$#3g_&W#hZYu*~XvzsiYjiP)`pQnoS
z_k6;FH|Uh4COS}lYOG~esyU2Xfj3H0?@dm=PJJTota;1XWI}peQF~;teF4Pst)b$6
zwk}7m3o}&W2QkD7<l+`|r_J-P<qfqshZ(|T9N??@OROIJ18I~MV~_NIX9IoWh)Zoz
zvZ<&j6Zz@2Ur1xbZRNc3Lh^<Xf--XZCG3o2vEU#Ufuz&>GXq1_`)w|X$1d`?uXd_;
zQd8TziB<f)1KUqnU&PP(t5TaX*pQ_j*jr>%;|>PM#*RM)>sbbzXMJ{KnRT$yBWMC-
zxyLYVKUMFl!(FULM(;bGXz$#=bcTX@Tulf%7heT44v9`8(($-F;e-i+z<@|c5qjjj
z%qpolc0FUXCpT_l%9MNp9`Y1S9fd6a<kd9nSoQh%Qg>^O7l{3882zCj1OX0?yDxxZ
z2kbwk`W^lX-)#rOWl*JV9@Rd1N}Hw+6jd<V7InE3n0jUX&50V;uXl<OXX0;o0f<w6
zuQvd>`u6H=QT^&akfiJJ8)78AkblL7BLr@Kr%qkUzeTym11W8Cy7RXrYl93d(x9OQ
zdtkscLk{%+zT`540*)p8khL?yrRJX|h{b-z{-2=_;4Tb44T1rxiwq*ZDUa!npT|Ae
zeW4kz2Tx)VfW#F7?)k-E(ltf_vNN(5_9u)%Jqa9#R73@n3nBm3z!jvtz%C46iBqHg
zWQnt1&L8xOe1Rko!9ONIR>E-pgaVMdjQ@2~x99V5Dk0yP$Jl?yS3r3|AVI@^fa)lM
z4J3_YKH%f=0DFC2LdZbK{|uFhA`fKm_OZCaF$7?i{~Ia`FOCRn)6NZC(AEATeGZSd
zGr|h;+X^FIDBSQ6QQx%xE#dx`!~Q!`{&)Hfu=X>|uV*C{|1@t)<yA!Xt5B@p`m6p6
z;{00~;Rru|V!Z@_alQN<ygnCqjkVVnod%^o^oIWpaaX+{iK4!}JHY>3=Dz@g{~c5o
zo!r*@2)#h^?*<$G3ao!8bM@9TzAF!7Y-8l;<Y26C{eER@U;)Fxh);+Ae!<8@$HMk^
zDf91AE-rjpDPtQ`Co_Bo7C@N-KCP0QoiRSGnyi6^v7r+_t)jDm(;p?`*7~M^8>;3;
z0AW@Jc6?efV{=n8CwvA5I(%9|TPs@!MLT^%V;EW?V;6HnV^IfvH+))g8z*B2J6kJ#
zCu4jk2WP+o1k9Zr<%}H!ZLRHWZH#T4@Y(QbMa-=LVu0UwIU!?1TO(t99v+zARrvyZ
zGC}_Vhz<^{a&Ng3!<UmJ3NFqA$i|Lgv5>RzijeOc5HJWB)JOdDEWXg+mw%W2zYBn3
z{+|;5k5od3ZwF|f)g1Z12;28yd=FbzM%KTBmi1o*E!&?#D}&F7Ps{%vL^kh{_B#X>
zL<RoWu~izyEeXp1F<?D(k{lX?*bF8LT$t)~CrntXW)LzlNH_?_!nH9qI5J|}f#4DJ
z*sA8EHOdWb5DQwoL6$#0ROdQA7zp8JYOA0EI2NSK-lD51uL*=*Qb<|C3eXVh^Z-r&
z;_e*F71O3a0#T5Gl)U9vsu=aWNZdIuzm9qx60dog$0N^!OnZCA3I`TM=3d-DFJoJs
z;=*rqV!p}cg~nS*l?8_Z;vN!I%u;DrMD`t-2uQ5#=-972snv_UiqIHGi(nftNKcON
z<90M`EgkCApWQ;l5ktrDg1%)bMf?8>LaA1LV~dk?9-3y+q0UfQR3ke3N&f>SS`SK4
z1PsX_zfSZ4B)F)}_82XMG*sT0IldtNrl}B<P*Qb9J<5NFJ*od9-5#N)%7ym(WI~xr
zD;Qx6-@3l)a2k;79p8Cjv2+?}cWB2+bs0v8Bi^XM^2>Zv9V1@VHn=YK{#!-K9Mc9n
z1czw+ji<4Cn&sDwueWlKz{IZR8~?)W@8<lYwPvIH+w4rg%QOM4si2^MzN4`bKEt~&
zDBx@VCB#VgTj(DRIwSobGXKlQHBVjB5sMkab6xiWF-B@RX{dO(tcI%=1p@<$kq$!V
zaccpd{wD9jAMPzWqbJH`o^n`67=E;-4CQRnm3@7Z?1bn=Afo5Pc1Wy=!mq|$frMP+
z!7t(|m@oX4pS%_vlC6T9GfuwORLGj?(36;n`w!8NC0}G?#!R46noW8%<8V*BR2Q4P
z7O^AGy!I|dxMY&o^WO5_Y>gVkka%)ucfC|S42Vd6`XMrRJIUReJ<s$Q+J@5^5bDvd
zq23e1L6|*L!r;^g15-MnW7I1TVWg}~3^Ud+7;gkeNk2J;e;SxnA3*Ueazu)G%I`h3
zn`=MD?nXK?*J;8(7=nTaOR9_40#^;O3|B4z`h>h$09rh4>6Tc}QygOct6-qiIU85=
zGj3mY%_*y_(Jhuu-_>d_{$cZsOA_P5iRofetaz^!w4pzZI)&KGwlL$^_kkpbK3s#f
zF*U<H8ab6wL2@2>HBor{lLhW*>ZS50DC&q4(;01oEa=+iMR|E}r#5X{*P6DUH(r9W
zN26q4KiQf$>5R5mz+&Qmzme%iu9t8jE$ICGH0xBCwJL}*8^EM`iNS2@X2TRtn%kiG
zV>gFJVpgnsc7punb(j0;W^{IA_$Z|lJxzscsp(v)pCqd!l8aWPzYAII&5i4U>D5uh
zwR-SNd)lPOUiQukd+Z=)6~6rv5~u5wL8Ja~1I{i<jF&Pjr%#D)&tZ%2_f$h>tpTo+
z=i^=?IeoEK@(>uVV{llBT<HF3kGl<rCN<vCj_g+wA)QRB&udgse2If!IdTRc&lVwk
zB7m@zBBMEQ5_?Ag?9-P?5yH+9M2wR#Eh@cIQwHu)70xB^{HM{c2M4+XNc(BqozW<0
zqMwg8vvC|O75b3`ZMF#G7fey6DX1z@zeqPTV@~2Z(o8y;DGTd?wpBnSqPnH`TfucG
z!NJ92W=&H!=U-Ta=$JQUjO70qE`F)<2F|L)Nq{NZCQRmw<Q%}Aab{n)sqFBmUA4ZA
zS@mdLnp)+>L9LcEKy7M}Ks}M*Mm=>E-EIaP1My`d2U*Da0X5tS-+f7FBFw;FPMCNG
zSmW2Ciw3wBXSf#9EvicVOc?q}gSFdIKFUkj;Par<EZDr%*v{ftsD|A=N)dx)%^i~H
zU%;ZSt29?+()QD(okLYd0{B<z3+RwhHyvYOXrs|b*LksKc8od^lUfb*%=BDS7`CU`
z71<fggjwWmXXSKY6FUPRWP6i0Gp7;y9mgC9j5*dkump?M%$a;sEwo3NXiCiw)aq8%
zMviQ(P4AWm4d9d)r@nCb*Ojo=Xvyx~T`ktMTjdEMk4_rS;t~%GsnXNY6?IfHVvfXo
z>*mLwDTIMk&|EF>p!5k3HUnixFZ)1s$TH!{bOY1tN+yI$Ikn=_12TAJpQSe!{g}hw
zJ%*Ofnql5t>9eR<8xfYzm}l?FT2khf@b!LoySTG|-tULIwukR+T#l|F3_(<@7t`Z}
zNFLGVAWQcLrU3MNlg|t7;lWAVzId#2El6yb@#x>!hZ$V6dBOc`?476qZRA9zGg~q8
z9!xf@F%)&~H)08UIL{t1prz9XCSNicSEt@AF`XWjs2&xB+ku`p={b0|P@K}W8^~zE
zE(yvxT%}JZosY|#qtf4R2<qWW>MfbwN94IQ;8W3T6W@MZ2dh!<t=1~y?IBk-8E|DG
zm1_*StBupOU9cow;9kP!%p>CVFI8D7M49AE8MH*Wj}0UoRY#<XDD69be-rR|Bgge(
zKc78$LcoJ)s@Qr{RKKMq{5I<7|M?0%Sh>XYZt{eXpBtLSZjtcg5RsBMD;&&c1u&5M
zLBa&|Z^A`<8ww*kY-;xbd6UH_-h@=hw_V>Tp_&oAe;6m2c^hjsa_ym``h_G8E}M|>
z@tE$14ij|9&;%7{l-t^Ev6HQ-d!4F83o=T8r7oeSSYM{HYA?9UR<%qG5VQl)xT6}<
z8dx{biO(_Ph=jFct9I<`2{z!uK;j%b3X~CdP-6Px2{U{PTUat{Bweu-0|g0uk#qsW
zCKrej*g#{iGHy@o0KNqW!%Z&sF=6e-8}5w5UU|+8-L$37KxjEamks~Q3fN~D^y_`<
zg22+eWnL$$GaQYWMc8=VPu8jiFq$qz{pPQJS0Z|=KI8H~xVlZvd)qkpM8&2Kx+Wz%
zcI&|4+BU*Te<U=}i_Dx@Px-ma7F}?3NN*%3$ChBMA<UG^*_&*gh6Q=s=XT=}z~%|d
z*dA5NEtG{d%Y5>x-?<)LYRh~^fPfU?`yczwKf1d2ev_V+p82mn5dcyC>`dSL#6MAu
z+#e7|PT%1jcf2Db0NznBcC>YNFf?|=XJq)ZM9>xhT5OyE1@FBoKt$Tu$Xs8*_6v;W
zdjShQ13oJ|gZ4W@`Hiyv_~-lk-(Mx?U~8yo?1T^KujPb90IxRw;)JjLPl$y7E+*(m
zkN;;c&cg%9(g5%LqgY9a9)O4duZ5viQewiV|J{izDY4?yzh?sP2u+C{pYhMHfB)-W
zQ0@JpBG&ZyjDLy&ZvEo}|4Jg>g?<A*#&-}1c-+4NU;k4SC}Qhi{r<HM*6$jHp$FhO
zfMW19Ss4I12|GSB6QEKIbb#9aL#@AorKp3gv)vzcR0Pz)LEpyF?%fcE0F)@G2*dcN
zE@;Jn!$e7Z6MZYkcNqAekRYWJloGiT9qSY$Q(X;{Djh@p45Km~ef0z*9UYw#9ev$Q
zHIo9lgff)sfZ_y#7`229H93X!h&=fam<4E&A{~%G0fUlaL$o96HMe6piq>VP%Z5UU
zrI|^lsX;D~ybYW@E)<Zj0Ac07aI(KZGd<nkIXUBBdHTOH{2z!Jkb(d4EBO0Y{M{A)
zX)<wZMtr8<jwWu+0K@oaO8=kC_s9Le{Oh;*0Gj^O8~(TOIurBXcpYG~f1q-hKT-LA
z;CFnc-(m1B1aL}P09ZFPwsUgUw*s&M()x~;_)Nb;=f8*YF#j7+e!1Co?@gZW6G#pL
z-2{Q%_5P%f3yAg!p80E@<p!ZT%cn6hAAZ4IGq!0uyQr{$Kt`a5ys{tvqc#4h{<}(;
zS^kc~zq03lI{AAe@E$Y&RV}g70a%Uyzk2!|VgFzBbnFSKrPROlx_0(Dn&2L@f`yzT
z&UCWt)ksR;TM#Tx#VV3RnvBt0sW*?|P8)<niFT|lL{)jGgNWKpD4bj|px~mfj)t~i
zobbkIIyRPWU4bvW!ruPSd7PT$YLb4Ho@Ba~#O`=|JP6|T_c?Cg-VbXdhDv2tOlW@I
z0-WRf_aScQGejK)k|bFgEs1~=5&k@EZUd@;86>r-;bwa;?)}i;KZN;=1v^j=qjB*r
z$OUy5E&7Is5euZCxV)Ylq(X~THizh9&2f7XPYpbW+ZWt0FV8WY?TZvl?4^?#n{P#p
z6Vr)7(d}L6LnEgleX}LOu?4NfgqmK1i*^l?Lc`+GymmM81_*OdakHH4X}D<T&v*=n
z!a^8RtqVh08k}bnjE;*~HLV$NuogS6oT`rOP+9YzhkUwOkwa5L`uCu?B%ylx`xE4y
z!ww@asEb3-oMv|+yQYW9a}0v1tJ+YNk7uqF-)yh#&9#;0(T5IcXPOp9lbz6APnwcq
z$>QXw+Vi+)AhrvsTar~uc37f9dlpH(d{`O|B)wDYr37-No0z#RT37m5hZE@wRl=LD
zK&)e8H|oW2L`P-ED8u7(Nk>Qe%AcCF7PWer-#}R<q<ZrP$4A|CZ`Z6;Gs^RNRN4%-
zt>TtCBOKR8)p(`2OLsZ>bTkm%DaI2Sa(v-T-47Mc9zJ`odFDnA=hzR%1$mfgEVH94
z9_v$-MoQ|uz1m$iPDS_qvIF}}1acfl^{XpIX&>=*t%p%6sdQXsjs2#*%HjmqsCnT-
zf`fYQR!D(uFRG@ar+zhs$|zzMO_{4TDbAzo870Xc*3|7pCawJ*m9I9~*p#TiOV|EQ
zTn3dA_1omBH{fX5*UNQ(jJ{;J05a;2qrJH)Q#HzwOCe2C4=sJ!lw~eV$w$>jXJ6tI
zZPmzFcew0JL&B@MFXsr<C7e1h>|NhH-u#!I&U$-=Mahb*N^>H0=TIwK%UigP)D=vW
zA~vmLwcEb@I-1}rjt`el7^(1^A-!_Q$#PP&pSKk|Iu%^@5Q1Z#c1=A`IY-_M%(!hP
zh2uEhURUSc`3bzu;q@%rQ^Y%<n#HQEJ0D0KHMq8atZBeq<Ei(|D!O4Vym7wSz3%ly
z{knt_*&5BVDSNNz=vsQ*xa4E?#Zv0_aE5+E=c|u+_4u-1+gI(MXPw0fC^eDJYUhTr
z;T`TzyVGpakmbrrQsC+Yt)FVKFGMB59(Ba!S68LiJtwkqW)fo(T5Rqkh{bDN98DuI
zs;(J^Y=^$Gm3IFmKJN|CEDyPz?K;xT?{$&GjghcwE~>psTD{uC{81R{`QNDe$MDFa
zZfzUxq~mnlv2EM7(Xnlt9oy;HPRBMnW<?d-w*A(9KYQ=v`+n80Rdv)FbB#H!ab9bV
zyU^8*b>?6-c?z5Jovf6!owYlc*T%QG?a7%b1NPTygU-L@o{s%f1~$#T^sb9AUk%kW
z>lv;bio&Y|{p0od6ZvN%NeQHP{|Jd*su6RU4Ra|rR)qx-Z}8$1DZs<4c_d%;RiXiG
z9?W8Mz|Ox?TCGNIfeHM|T5My|S1r%5r{I1ty6e!>8>Neu!}zB1Kda#BC)*IxsM&w_
zEA8k}(w#1}@mFVRG9^nCGtATvUr@%J3D5N`I}Qv<Mi|O<^Y@gLi@?mTZ^)60PT5yB
zf`yLEe8L3kk$9RB5-FPYYXU1zPAdn8%VT*Icyqo!+VHF57RO@$p7r=0>d>CLG<QFR
zlMv?uIqBcxUoOy+Hp)I~2GQh_u0E*&^65T25EwPn5la2CxG@AT3aO(vw!pqp5+*eT
zTgH4-h5%w<N!vJ`-%}d2IO7@6^g{lhe-`@Oj*D{rKpb7Z_N$iUbcAgspj#~k8;d3T
zq5@v+4C(6NOua_8$Mfbf+7wEum|-~mvG&vD^>fBI`4U*z0t~`Ao>y0Ie#t1mA6equ
zS$Wj<VxZ*p(i+L!nuMWqB>2+wv`*c{$rWHeOlR|<0KQF+Zdmd3WS54lP9^`sfQZB6
zzI|9S@Hk&a39ws+_aT>UWf&(K!3dtg_cL?2@5HH9i0@qdX#Sg{zBMcd_WEz{#*z#n
z%e&`cFKIh_^xF(US9PiF%ei_jXD*?w3}quMJq6St1+~k42R*4jPVXOAwBiBuQnkyf
zH*8~v!Ae!q>HKzNxplEs&SdwZy=d;<A2}#?;qbK%S{OPG2D#Aw;5bedNya+4-y1t-
z4gr5(P=(eAYUr89%RZN_=cim%-6xMZD-}1th$L$z^CHxpRsj=Znr6k_VFD5Ei&gIX
z)M{5@WeMmW7<~YqkLADoY!&5JL3}V7lV9US*|smMV9lSi=JGYv!8r4UDJ!tTHrMGy
z87Yn4oUYj1PL!)`CyI79p?kI!WOr7<S!!?Inp->w68I!W?X5Z*Z<c{q5L)~!B_xlK
z?#(UJnQ9joPP5ovT9JX}tG8KJkS|CDsKJYQvJ*=9Hz%=i!KmEK7OZXsJd4h&1a7&P
z{ZTbc)qSgI#~)^~3|TJlaD|EtmizS><gkK#khjVozDA%k+lKdQB&peW_z$(Du7W4%
zkoi&AeEa^oWOx@GdHdi=amgYom|bo~7WQn|Ozp*-FB8q>*tOS|C?d0kJ=)~S2}0Mi
zp7v~doZ)v-gm-uT(4?OslTM>iFKhaQ1&02O{mxERxBWY6eU16BEHMi#?evo3wJ@X7
zoLWBe&&un@bY1%BBzf`Bnj^DH9(}m8Kii3C1ug5}fA=fIZYR8M01}5QZhd{5c&&1H
zZ0IplRbTZg-FD|h3&p5O@~f+%_S~wq7(9@|+@ll7k`!RN<>f&V-_z+k5Qyt*jOc4`
zJTi31V7I|IzkG%l6wwr4p&b*E84~rDE|{-RGM}Tj{5UlH3TI<-mfX_r{yua6!F|2K
zQAzl7e+w#{yNpTSU<sjUm7I2zR`8_tG$h-ycH!+P9D}!4-|gj?VLgYvi8)6}bEAGS
zL9cL`_pHMY{!UyS28tTXjC6JUV16cS=HW-^QtOXsJA+)>_!7%?{To*5mVM)Der=ky
zL)s_ej-e$TM7`z*sVW&PUsyd{y?hZ=IDSSHbNihgcK9Z5IEtJw1s%;*QC2rt{hK=*
zz3-Nhw}g<t@rDoo&IWo1oo=&GAXTrSB8g*4U@5E_<*vm+)uY#i?#Y>He=I;P`BjV0
zTzp*hu3zid+{|tk7|J-crp;2bCUz_@ta8{SBYt0QU5h70@(V@6l1=s!iC5~@37Qpa
zm_Py(cD8i`V|+adcg2ojJ`mf0GVLaxd@ElawVH@Gh%JV~n>>qb^aS6wl@8{2Bj!h$
zXw4@g6%Bu<AH#M-nUwb_?28|T#9>|j0`pRFh!+JzPV$^fmg`A(ZG+rocNt1Oo2?Mh
zy)9ejYD@|BA+z2SLb#Qii~23k-{t(n96E31yRt~14vZUh4NGzXg3l8+z1Yqac?t#+
zRiMPK`3Vgx#D9`jbR#TjVKyU&Zs*fzkKfxPA-~(}E_xR}20wEeVZW6j%1s9I2p%Eq
z%MglZ7>XsZd^QG~wNFP$@;#K0xT@#;k127<F7bu?!eP=7eOQ8QT44%~W6YMv&>Y<i
zzj9XOVH~3;Aa*Z#tgR=1o52<(58>ku#_J$HhsW*4Ivwcxjdy_1L9KFWz-6t66bznM
zH7G>AJ3asco!0qVK^AV0F|Q35$uCn_o1F*x0pqnlBTxv5PSP`+tO)gHMIOs+JYlJ6
z@y|YpXTN*gR>X}t{{04u=uJkO%AEufeFyHEUfR2=l#Z}8vHdka4T4r~oVLdy7Q8{m
z<|wVyVjz>e>p&^uIZW6}BJN%MCtB7R61q3Z((D<M%E!j(AX?T6Rm;1-l3uko)<b#=
zQPvC<m}Kh5%??lNgNyjYFO&P)qgti_DOr3f!WrzEQ86*FxX|k)p_lIUR|t2xO`yIb
z-_uHYiQ`3X0K)7~X`>MbF;b|rvlXYdlH+0}*ko`q4+Z`*KE^b%&9{jqT}4@E2|edX
z<zwV}o+NlS0uE8=*^o{{82GZdzI~}mucMIPB=;G^)MEzHBi6N0OghrC5iikS8f9yz
z)jmiLdC=t4*&Uidxj9VC!pWGz1nqP-%^7hzt2XDz1#qtdPb{!R<T10c61EiVpbUXE
zRZOPJJ>?2)Y??o)S=6w??5uVy&>j2tq#>h>RVU2WtX1x*LDI+=-(BEirw8H2!(d4h
z&qa88xxlAMz$J=Il?#=GtzbY~Q2Xhy>7+r|`~;`6B!<-bIx`MG9UTo8$ym>I2){vX
z9M+wd8;eoMMEVawl1a3%yA(m)80dMXY<+I)t}lG6yU-pi`KN!!x)B?^54?9F%A7Hd
zis7_%UC2|A8B8oEhn!xG59@nabVoGc&>jR=b7B%1=xat^HS`#>qq5x_wZoPDd}#;V
z37f)(M5%{>b>9P8a32qx00RWuF{q4|N_&$9Xzd5-x5$%7`5&;$NmkJ>mV)vf1Dkf1
zt+KiOYkU3mAKbJM9%Xpsrl>i!%LJJ^KDR{rwh@tk!MmZ9=3z;rhc@x#{f)FF3$!S{
z?;llG4Mb5$t16CfkCQj;b2h}R1ZCh4$+BpLJvK4c)i(Prmg8_iX+fE!y!|+RIr?zD
zcT$3-<NnQq!tYyOFaS%6i(dph*x%h6u_Fr!ncRj^!+V5Cp^u|`V`fZ3vBvD!Lo$r^
zJ;B4%%1Fiy@};~S{E1Ym7B+*UmBe~VLPcZF!AzzI&kOU7*@(<9s1R}>{d}Xc>}%?$
z6mM^NMpXvmMf>>a#~;@!M4%8=7dCXEr>MJt(7*op$>M7a<Nss?**y4MA}DG>Il;IN
z6S(*}GL^2Qx<W2=Mbo?Atpdmtc(NK9%Isl{{B9_iL<JxH<hF5P9Sq3sSVk&;82W`_
zHQ?}|l6!Xt3z<Y^wC>FaLE+Vfi)QS4Q>(fiHjgNo=u3z)zysqH``w*XqVGZHgm*tx
zc^`_gscR%MlHO(fyDh)zGoRfQw#E@f7XFZQF!VL-jy9kSmN~OCf;~#BmE7HbfVxT(
zxn_9kZ~B&jh%<87pLZQ!=-G#wVW8pt1e<v;Ic533-qF`ot@`@I`5Hd2TkZ=3N^;+t
z$H9914%ldpm0&~AG1@L8nT*NS7k#Bo)|&R9aTUVCGu|wnV4ul>{^~3`9!5DZ=1T=1
zz1E@}=f97na=}+xe(zWDPqIYW=*_6sHEGhxv`D415ru%pOR>5!S2#RXk?zK@BVlRp
z(x6(PN_)eiNrb3jB^x>aD~7cP2YdA$>glUlL~KZ<(%i^}w^|rArri0v<flv7Y1YA%
zlrSb185c;v`4K0Fr7UN;T9H44^)x@OZio0i1rn|ypHmZ}K)aLpqF2v5(lKTqH%oI`
zeCeZMznuE@iK9Q4MOHh*_L!!@QR5Xti|y4{+UPF_Wr|!|R4l8!`o00In^Qg%DxMMw
zvJ{+hP8jHPb*lwU0djTo6PG}?A#{{Ek5weI__?4MFEAI-25@V}wWflpE?Pz)+9Dx|
zOIW5{W&e}2=a=zkFzGf0Or1tU%&Bb8MXB0KSNpP0C9SnrmvrsGL6zDvee^^5xxL6t
zskAKOyn@Tqwa1WCtRt>Sv5t~nl>;_9E_nkrl8BPB6|7cC)IAY#&I%(-sdU-IjOKRX
z4didT?-$}=ry>Lp(Y2hl83n`)yOT+sm-V&H@{7m^<<<-f{mRTgR<LXQRZ*BPCZB5_
z#i0CVt$$kxFHP1tr{V+X;7_S#5Tg8x>>yU(n*yphQ0PF<b4<*S3B`Zmha!7j?S_fb
ze?zfm^^33oLuCwfE|)u?o`MVl*yEp3m1IqnpqPrlLEAT7JC@hV#mlO?44{#4ZtN>h
z)v7A`s1rlp$Ui3ri)?N;YQjD*20XA<;l6yi{*tEp>o)lZFL7>gyg(Mo->PXW;prBA
zDBJ(nt~ep?E1%H&|8IeKo}w5655`uMqF6R8?E1RUb+&z%piC_XucTDR;#Ju%`0P0S
z1ieai!6mm>govo9j#tVfqMIFCUpruAD<t>0(s+syA)T}F`&CW@e;lb4Gq_+l_~Lyj
zWnd*2M)U+6y><=R6c5G8F8bb$Xj{QN{b#J?53om>h6IbXJ^P31^0F}}2Eu)Az(I^l
zg%V~ciCcfl3ur_;Fl-utkeA^%!uoPwPOd)?K*)`N*oqvens)2ez?UWy^}CbZ?^1m$
zN<}u#<%MYaKX*hnwBvWS<-Vl+N!huca1Wq-T0vG7Grl98&4~D>=3GfCKHf7$`JNJG
z9Qs!-yk!0$OkJts%>kt&{!{lISq<6Hj7=RY6$0S~ee=ZQ8m7v>s-C$%i?w(MAk{C0
z-h{oXOYCv7*IzDHA#{?3_bY!*OD={PI0v=he%>9KaeWKl7+Ts?lcDOB)q@2b)o%$M
zg>mr$Eqo&(we6pj@x$2uacljV@>fO5MeNydnBT*!nHE>U3<wCoYcUQW&OQ)uJ@-w%
ztrHFB>Qx|?)wQjNmiBO3Vz||kl1!uiIM=y~2-oNCaDe6IXb3zyF`aO@+=Ee5fY6*T
zdv0OYeQKP_9Yn|co~^FfI}q7>{=Gmfg4ye!j^bGa{-x`0@>#J5X0f)9>U&i=7A>u5
zALTw;PwynMU|#gq{qDr|Js-}X(SsYwLk8Ti)7<>(Qa+4^!v%Km^wJ(nh2uFX!r&Ih
zeV2(<ckGzJ#t;nGI2hqRCFk9K^i-a3&5HE9488Z}Jnf+3!>$pm1!qLiI-CWyCq}Py
ztD=%JxLdQk<Uln#`Vq7QzQtC;m)R=8tFSn8yL2e)e93D-z?R%i;;$=rX`_=~&~=or
zF=!0l(c4|i*NWLNhJMmc1jN3mT5S$5RGa|hb_$iC!iRRLQ*bDDmqR(+(;(!KMrQ<^
z6C1U2$747-2|6ck<e$u5dn*7|_j)p}(eKa<+lGv?5rg4Zf}HkDYuql4V(8Nv4G@lm
zlKCnmeVIK#6w)1uE$k1n8cpPV%3Psf6K>s7Z%*$?<c}WRhp?#|Wv9yITe7*a4DWt%
z#OOrbXKNlr-eITMt6n8s=-p#d57NaO&k5eCQ(Ec!NpC{i6N*Z1Hktubweam2vKvRc
z9jeWbr`;53XJ1mFKUI{fxg#Hf0vAgO^xjVbXCYMXUQar0&up&WiYt4bknsrnmCsy8
z*w;zHZr72YV9m!T89(J)`&SCU6ZbI98onFSQB0*8In0XAkuxK3LEISxfA7<r6NyYs
zGHIX0<i`A-cCG9eqO816B$zzx@Q%rak)4yjqyC?@Xfm!PM9zdUP$6zN<kCGQH8-#A
zB=*x$q34YfV75$>T`#T>>0Q%u?FvD$6@&MF8YO@!t(U+G_-HC%fH5KuDto%ByxrrB
zxSV|*06QC&Uj+ut;I#QX?Rn_I*l~Hf?HQdhh7LlXw@IL8vi0x}-KlmkA`DMg>*qv<
zjhgC}q0Pac&Xt}p8BE8Km0RECaKZ)*oG3J}J*&w0TKH`d$c|#8#dLsbwBTHo8!gGZ
z{ILB&#yFt^q2KI&C$#E))lu3HpeVUPO$m|8ZPBG`ITEn(<4Jn?U2MM`Ia=rLuansP
z>nDyZ^2iQ;5aLrD@fCdNufkllUo6gkS*oNbncE|F0W$2Iles{s8@Ti}z6<Ug-ZT<h
zYm4GZubUEZ?;;$nuzObq$hi~zxJm^i{UgFNjY0bsi#;~>_lKK`Yg4wbEC2cN>A?tz
zRh7^cqhPjgoKzH#fZdppwFBjdN-t?{ON@?vC~N4@p+n8?<0q>T8`I^e<{CqDpX0@`
zzcV-mg9%FnIsZe}y9{@<fZ5VP@_B*{-t^ODf~eY0etA@+h)-AAZ2VJJZvT4F8f0mU
zMFl6hKfxNRLzxLgx$<Md|7+6+cF<o?g5#wk;V$9q386)`8zs;wqUSg>)?hY)<r7Fq
zyt{|?*?iSQBj}Bt%>eYc50SrX*;>I)R@}H;_BD&kM~8&;K<~KxK4e9qneCW=vHyYO
z_)W&#vhPVSuCt764+f7{A#QFlNqN}e4za|noWUL&;W5Z4{~meTWfS4}hKj^(3;`S1
z@!g1v0-dVK^SHe!VtpFLvjfFY-e4F*kn4-<i_&T6FRhi!<erSC_Vwv(aJ)FNI&_~F
zY)@kiZXD($`-!7tE`l2|#Q|cT@jmmvtM{IY2kXZbyFYUXooYpVh6lS^1KP~xE`%2t
z(-35&Y%9Z+ktz{}R{wT}@H_oT*Hd<EC7m+I@WzlmU|Nr77VyF@IiTngGmR~Y=4oZ|
zJnpd>E_5$gEg+B^nUPeOZqffuU@{V{@BYeWp$1rGx=!#clIcl*UNGvvXdk;EtU>jB
z>?IkZ2qr^WD=H#OM6B)DmQANi3m-+hXj8`Ee#^EX@F4>i|1wK-84$mgr@?Ck5sOZv
z=HEx1_Pr|PBe1~1carYxvqoAVWK#dY0JdA80S)da;c6{Mh>yiq7O&xR>IoQ%&gIc+
zr<sL{KW^8NayHk!P{z$VcCUP7M~mObIJ&_6;3{lcTG-s4P3(T%^Tm#~^L~lrJ)g5F
zv^#61Yz@odbsPe6ps2GQpsJOc{%Z`y6ApCG^SnR2+Yst;L0dp=5Cwuc_KbJa*8}uw
zn5LFgwi2css}Yu)LLfU6RM*6WL)3s`Ru%e@#SYbJK5v;sll6+(u6c<g7t3zl>*`>D
zdB7pc=`O1e5pr%z^yIB2DbnKw`=6Sp&UQZ-r6^3Ka|)~(X%ejENa5l1ADyZ9bh6n_
zF{KSlG%lPnDntlc={Md-?1f<RFfP2=q1tO7%)09x-ZvzSzZZ>3GH@H(op-^7^(dYk
zLN{G{9kE>Br4=U^6JLk|I}!j=$C<p<6ri^)P&=50mp2eCc>Mqx33n5#KMdLi97;ww
zf1M$0PGYnu_t`%uqAg@Ky`g90<$4Eyr*cbNz{iwS55Q)qIv(%v1l#GqUlBhA=XUL`
zadl&$NBZQj>J)e@)rb$&p{zmDaUq}IoLb9UuGtDqmrPOxoi|FIx0DYgzl@+X?=-Jj
zcD^4~(A0xrMk}8XP3#yo8VuHpOK(17EKdD}by=*A*;I(td!Nx^`IT72)s?G?`Docz
z)<D#kDez~Btqr??6%>co#br!nudCD9qB4TY<YE&zk`Y)p?z4q&wHJLx17VL>fi1@Y
zg7y}?#xzu;ie#yQqKQs-SzX*`qYogoQlFZ)(Ap+m9dk2(Fk5k0ty6JSHV2EJtN=;c
zu9=g)?fv!6B-Mez!wG@^ufvCgxa;taU+14l^*nxR-zG!59F8We{>zvx8`G8(ZT8fk
zme;&A;&^G))+WPMa2cCWmq22M)dr}u=a7IzZmwh~S>}2kkLT;1@2}0_h$i?VVl5|0
zPfxC4ai$4h$Vd^@3LgK>Nu`YR!wc(cSWB9Fy1zwB(26ee_`L7!yHwZ&(p_bBmfoEz
zMxh$7Ucp_q<+kZ%^7P6WG}Cx30C*>-x+Df|I8CeTfB}c+IcQnM(tq^aMhB&~aaPY0
zfO4!mS(*8CwHXBKGzna(GzFtDcsrsJhWruIRwxsFn)gw;bWLFsLjy?i9;`e_9X2S;
zlsu(Mcq4X)`)J68v1n|Nh*!`XgdX_%MF6UZ(%xNo+j0Z(L1C!ew4DC;j;ZS#qxR$;
zQ*hUa0lNq!-x+Ty`4skKR_$lRN3T(pbnj<a1=zS0k2mZDk#P<i&M<=-TiON6%>v!|
z9QqHRQ5lGue)QP<odQ)3fy^O4MC3cVReOub#L)TRH>hyfVmNDUPX?+O>RW4u|Bf<j
zYz%DqbuMMPc8{ezAWz|#`MDNcy#;fWnOm5ENbltlyA=nLCp_vUZDV8oG}}M}<XW|(
zd%5sUczB^`S1sANv^Pi<9_MQgu26+PK5h!V;@s1jXCojn<d&ZLd5)lV;WxJCjs%bX
z#3+HEC~%X+Xb#kpSbsb)R~HL^l`D<6K}66%%QgWpidx9Gl1Fi6scDkTnG)=*Wf+-q
zvzhssKA_C5@in2IFZ}M6@^jDWAd<v`j_!S2!s(s3;#_%{MS>Q1H4<DO*}npNub#IK
z=x%}5d0b9QviAC;d7J+*=nIjVSP2tS5BVA3yNoQe>%)#PJjW5+iFBb39oRM+Wv@%I
z0M|i#-M%^y?taW+pj#?yjvMQYr6UDAvJUvwDbxAVPs5dp_T&hW>kXlaDcXBBcW^DK
zxErOjk;Pk@umrv2(kwke*A0P2wT6cfOu5*qnXw+)%;1hD5yp>pTEBsJZzgFo%z<71
zD%0q#{!y1~NRkB}Qxa2F6e_ABWYRU-<Lq2NRoqUD)tva?-xlLMJ-nN0eI8ueZJMvB
zlNt0`GQhUrW?)4`fZVvyi4KT+7%A4~?5c>Ec4@{WL?E9f<D%SHmMCLFKAMkfv|IdX
z#BIN^q#aR-2?uBY9E&0T%Z5@wl2`*&nbiy6CZ{3U_TM|cs~d5s1~r~u+K1g;BNV@3
zFbo)7aTwFw`MYS`w`&52veSaUGPI#>_VEW@2#S|Zsun-tm=U~l9-_9v_1wdT!H`Jm
ziT_bF+^s+3$MwyJezSR{a<l5K98PXS1tJ{kE~~MQIrh3TBtN{xa97|-!&Ew)n5ttJ
z_elkHi*S%Pzl316g!X9YvBASIBRnhQ1EY+SyGHZuBN|2Ju4h?&CF34c6oXg=q{BHw
zBMVpBi2;ZY+=`-oMh+eP0I8C><rbFx&S>|%VwYz;Y(R;)9^PU9caWq6!$dKxEsnmS
z^<nd<tc{+Af1|Q-U7;)RWGHpPiQPL##))eb)s*3{J9j(;mH-JcFh^0Sz`!pThuU=f
zWb;u=l0x=$X_zpmK_6sdC8&WrlNGWR+hd`i_#=b#pg=+Pc+&dDsgCk==$@{?s7v+)
zwuOS;IJDz`l$s;Ndi9A*>nq0R{lq21Nc(x+ADKfg*;y)H!GR2AOs!hvOAwL|j1u`)
zYbtK0NBq*E<3|f&YC8Tu+A_=~)zRrxMd0_HE*E$x>9)OmUgtvVb(w*?2RFbhyjqQA
zL@P>S<t6ZLURp2HcdPZ>dWzfyB3Ju=epfwZ*C~4f+AGebeMh$*c<`}F>8|i*_to_1
zsMF>BwODLa>mWdRsk3v%ndf0Y*W{aDH+|5{x|>!V-GI~z>%^QXPxF~fx{VCBct3m9
z;ky15$9lx%wF1eJf%-DB%v5&E-`_DE@!r1|7z{&DKwpK{!$y=MZt`G8e0lQn)(7)V
zQ))v;KJwK+oxW=;&d>5oiRkZIN;pR$7vN{Y=>Xnuli)ue(~9^zbS}krcoraILHYFK
zC}~I!&XrCpeP4S_x$F~j<%)2u3Q~W`(3{J;$7y=y>Y$G!wFe@S^(N8#eOFzw%RhY*
zg(-MUzPV@eyDujyQp*5Wr}@Xtin#VPO(`0hmQl-4sqI!SaE|{9XFHR&ON%US7Y<n2
zoia%=!zkfA8{h#JYZI3ObHG1{Koidp{20K*{2>KskQhbr%3X5mglZFoiLZ!#4Ryeq
z%-LtF2e3M2{W^U;LI+N}f9uJ7P*$H-eM^NZfLyDLbFU3*8Bn+kXLfmzXU?=gLVN$3
zeZE6V*A-{1Vy8Lz!6y2b1ak}aM`tz>_`%J!ZI^(oJb{e5wZxkMNo9sFpJ-Z9S{aTU
zH}~F%ju>d6KjJj+tE38ye9JC4a4FU9s~^0N;6hHc7$38pTbo4X?{^PBGOxHxY95{p
zamBclJK8|D@bP27JK`J}9yz-$m_FeiwsdK{9(UyKdC#sUkB$Fl$X74UhBL{V94U#B
zlVCA(^a4P%P=w=3LviyennqV-q_!aT4<X7v_`K2&2grT$?W~VBWvQ}pQj|c);@=LW
z6^tB);N?P|-fkbCLra<u4D6;YH&V*9j!(S&t}mw7$Bv|TV)yE|_y$@yC2?4=oUZ^&
ziyB+nHC_tkva_W$wry2_sf8HD{J8?fk->%$Kin~Xjwzc`lIjR$vrw(wROW|1arIKU
z8Z%ss;#G;|Om`1A1F>G2*$16z!)vOYo6KumnsWu8$dlN?*Z}Z`r&|i%C-fUy6F?L?
zIkzdTmxq&o!~AzUix{IIp`^?%N`~Rj7gLL`A9^Bi^qV~+ua&$~s$Xfsx4NqK9)ZI@
zxQnOa(DQKY+c5!g1W&XBXwLF0YER!3B#K8%sKfRhu8zYy-fhxYS==(@!UI;z0UBkq
zTyF$NTdQcICOq?APyH*20+^9^ua17Bvzp+fvljIyeLC0I!l*+TA0K(bH`t|kf2ZY_
ziVupTkib!XyI?D0!hHE#{zmY4F<N$4r}2DLv`qK(v+@oxkSG>hkKl+EQaj&3l3&wN
z@d~l)N-R-7A}_(c%%S|A5QqCK5;kKtqjXSbP^4ksxRilXP(F*$WjaRms{ER5&NgUi
zOtlf5&~$Hp%Bl6INoxi2R6gg7)2_xQZ2TMoO|yVbR-+}x4mUn$>4a#c_nZDSTzko|
zUhqHHJ6%4J2-aw`SzGe^I7G$yxnYAvUJ4p|w0Og3Koc9iGjlO{IWHm$nh#CF*8z-F
zNBTWF?Y6pjwez7EKOOGOA;byEv>=I=r`Y<`;xs<0wvF7rgDT$j7b5OLre;F&Os-4O
zIRZ=bQE4fy+VRg_whRN$5PgMthip6Y!KuvGh!b2Bp?w0=voyJ%k{`c$Zc=r9GYL=%
z+A-8czX$05T=Qz1QTGhlm|UD!UXK3WkMrXvZbGcG_iD+f-Sz<N#Lx~+=BpfQYakvd
zAUm=<D6h?4!_^xKu_;T+*#@{62PbGyuW1$2#=wK<G39{CpU`gttuB{@M8Fc{91q59
ze!OGW%%Fa!PfyKsDF8nS$=&Tq^lxSbRBxU5y2m7mum+-6I_qiqvDCU(mJ)^reUETO
z{n2IkcbEbhkuL(AH)(}k{ff7ug{5>#INluua8W+czW<e*5p$coPk@B9Aq7c%a$d`E
zVCnON!h!jnyW*tyBjkja+hGm7(D_PE+80k$f^gfdor1r9-a7=+DyBY7+T~_mqHDY2
zT8^(+yO#x=;BnkUw+JPS{!HZll!>HZJReJ3p8=ncxt=bw8>07mz0tpzT=-uK(wNH)
zyiC#94aPdgCiwb69BCi&|B2iHi#T#>KgFwbU>9DZn-5>tpF&<YcGZlicGx2I0`qE~
zsn)Z&`(>qvjluQjkgj*|y#o40jtqU`J3u*l1-H#%xMFuYzMEDZfs||RLhHQ^@z}u$
z>gA1+j9!bxf!-SZEdtwHS<*vin)Z*qxg<{gnn{^yLl+E7MGOL&Ax*lSg1J;S?~oit
z4yH=pkTz04+|T?kiJ|&R9C7Q?k3qc9Oss#mbn2L4Uk1=aC5H#{=!e^IvtAy9E82O~
z#-V%fz2A$#87eMET^zE1%7YzCFh}F$<qtqu=Bmrm(<48;ZMvFSKMrMO7T?ps3H(9I
zo&cN%(Fx!<1}S4cTa}()^&}D=jenF+L}`Cr&m?rK_V8cL<JnIahaF+Chp+Kh>~v69
zrzu*>s|NCsWyBCKrNFC4(3Ab0lnc-)5*whN0MG65VZDSoq%KV6aYA+R<I0350V~BC
zuJ>V7T=wQV>HAg9m!fHlMJa4*9S=z=lGQjF{Ua@169XZT19b*S247{Rp<A<z=M|!G
zqj)cvi1RbYM~mv4iqi;+;eU3iZqO-mVao^rJXw{~+zL#$`WO@B%IKSa)c?TeX(5I;
zv3R_U7Ik8T;N@1DDo`Y#+ewa?CG&^go+eXb?(aLgNfiZVpmKdC55+Y7WV<mGYlY5A
zH>cMz62W~!2>i1>4AHSgSK2(v$Smc(R3&88Ej>fx9s;^{9IZ`dKqaNRY)nhYKKZ6M
z-Jk6^t~DbVp^lf~+O4#oKXY8}vb`1(+}K8dknwUBd_BUZ>7mD6yt}s5(`sjMBiM)k
zUU&%|cq>!OtViHzHf%5V&?v>$_Rgbu+^{mPJnaqdV+XTkDbe+9&=dq_LJb<r*&G>E
zPlMJ^y!Emc+MC=v!~D~6o8c7P{2pJ#w<sZ|#-*1tlIv(Gcc!yPIw4!3Ij|2t7I=pj
zilj#k;_EValNkgjOV;Ja@tFKkxWmM7Tf@)FW3~S#8<GMCtr36l|IDLAk~gTQH#)3o
z(&RlQQE-yUMM0y*=o<)xm^?57953}S$IrpUjs!>i)3r9dEtJ2(tub{vHTEh^IyyKE
ztU6Kkk`K;8;Tg!FrOl5RBY%qTIb;B}<UrU^QtqRX9HZ%*UP+5bd|l@X6!h7+x8%^V
zv*ZK921c5X;V<Cr8c*qaRgc-PoHC_mvMCsA{wHt1o=vDc7BOPjyQXfvHp>#lM#--c
z$w+jTA3{y<nVL@6Kj2*@v+W4FC8<a!)BkDU+?9i63ybj|5(u+oDavWSv?9SwutH?~
z@14)z0zDIXfrl+68W9=^aWuVbb+gWN38eFQ;DEzWLINbh49wwe3`Yi=(;&C@<WfLV
z4Z!SggPqbvb{%AeaB}?gy972LFQvD<!u@LYu^Tt@8DuLlrMt=L6r{fi&f>|AqUu5(
zG19Vl*|um=jA^EvjNa?z!g0t7q1YxtZZ|%f5JBRT$|wn12yzaaqOrCzrk{GHKw`a@
zSMn>0)Egmi#*2g^LwuO-kLAgq2#|X<{1KJNPC?1s(sJ=b$QZ-NWZgthfr8JmbN3#2
zE*fy#iw7135)nxO_RveLb-}C}5)uFQZzCRxgK8Lhb8xL%nw~??DuhcHm&@y2#t?NI
z*o7DY48jBTa=^{g22vVEN1vZDshXqA)drT))h9sYsC`fj)N;y{>1-q*JhyUgu`W>U
zikSBDvT8~j1vOELYRpgY(F<oCbPSs%EMIc?%(2l{`4cM*ziVg*jrS~GMl^n73@&_F
zWoy~Sh{`O&Ogq<h#MqVXgw1sK@nmS^nM)9H-NbilSv(?fe1z#t%$Y6~V^(%H*bXs?
zGhzJQ=IFhSt@pPM7R9fU_?MbF-O57d{p2Z3_C#jKwpQ-~XTnK5u+gk9K!qWOhwq^>
zr4N?7;106&n<)jQt&zfVVKz)&3ehyez*zurBfcbPhlFqbnTwc~12iPJ&CsJfhb9b#
zwIPvSF)O?~aID@c{ij4DG9#vebz$;h$(|u;3U^&!Mn46em-Xd=4K_+YssSh-=0I^8
z^<su@k#q9=<%megZ-?@wC?kdSdCZLZ1^hl5KDmlmTCMcw)SZpt?0)y140?zG`;&iQ
zWxDAr+v#rkNdN*ImVZpEWwpV*svY5{qLnL4owRF}4>MzCVYv}GBuy~f%6MK1p2Lg}
zaTpohvFocVs(Mn-bG@qT>`#?%gn8%d4ZiUTJ#cgHh6q^d=O$)GW9m&)Q!yDs3x_Qx
z6io|?J;gr8^~YH?vrtL|=0L9KtHRcMxq0%rr<+$iEW`i4xHy4h*TLEYr75Z;NlPJ^
z6a0P?=Wlxg9aOSGtP4Vmq%(O$$y^cPLA7Jd5_)KYX*-}28N~wEj{)we_E11!DOmw;
zLVFH%Zm8LX0Ev;G!?01%`?1P(cJ()Q>UR`R)AlEVQ<jI}<h9TXy?zr&z=4onIpXq{
z-qzdKW6TTR%lQ?z2gSj9hTQrFb<o{p`_aQQ@cLH(@a?#@`VqDlAJ^#1jRFIK5FaFi
zER*`9e&Y5|7Owad!(Lp;h!z_MJWeaY;U*&gLx;_ajWpExUd+;-NBRxa4w9^pebZyl
zZg&o=O!jCRz?W#kS_tRI+qMixxs)m6xJEO0N;(y+bl}!FvYG%KcIsf6lxkj)cxW2>
zQr2zBt<_F*$Bco_8ug{4qRE<dM6n1@-~oEYHOg}Ngt(`pY`9gK9Y&Nomrq+VpRZwT
z>jnZ#WS_und;;p6W+cy`{JYGBauz<$s!-NXKlA8t*9{G8Yiggk4wNi(k+K7r{buQO
ze03Es=_t_FoV~2$^y4?s0LHhDaYFUTj;*EB8>eT5EQa6rio#QC8`{$UCRpNGgl{|k
zKj>-}=mM#drZN%^zYnA44$`a9POY!%DgMs?t5-of`$cHVWe27$=>IWO0}a=Fx?RWY
z3GiP&8F&^xa^oZrTx&|0ugRcN6lAA{0LgK6DUj%@0BPiRlv3{h`6})`-^X+5s-i<o
z$={?(^)UG-mCN8ME|(w*>l~J5HsWNilu{ACr(1f>vhxF^-LWXv2T;m|K=TN-0?nwV
zt2U~84kD}B7~>j$#x~r61U{lpg=v_}K?wtz&pS;u3WyEUu!F4JRlsJ)?(0i+gQZ03
zjdZ-DxuN+Cwzx)CQyI?e9o@+Ci4!Y51#dU=nkP=Tbi&-bO#($2WpCfXq91<JA^&B)
zVM)bw`k7rnygXw%j@b@=<rd2Jo3zDz^C3U+&|BV$d)uTAbm3kjA;kgG{Gk!mFy)g(
z`GE~UYk1|6IhHV@$f3}xm~>k8#ZntDX48vYB?l9ayGy20b%&bu*C2Durk3%}ktk6+
z=m6JJcEXD?=F;GDyLo!DfM%EBhiR=?nH|%!hluIv^|-D6&5W7qDfe-Zg$q_B5|U@(
z#}}t?X^Fm7+}UQcG*!%3*(VZ!_g@dcbAdA67F$W4-&u~+b7slj+7Rs2FWoyq#{n(Y
zRB!*&uUG;7;w}|B#YC?gn37P?pF!W^NbLYg@IQU%wQ8%|rHmi)6z#sX#X=(L>o*{0
zZ!#1oZu?3>7$t<=-zVQcm$JcjE|YNB*JG7ZZxb<SYI#?$57l$79BBQgHd!+{{u7LJ
zCgrsq&!eTMtL1yul|5pl?<{ul>XwG!eya^+*Il>sB2d&xdH0t=ea)Qn8B}qsq5Tzw
znQW}My$qpE8}C9%WQ^tt;nSAS6R}~N8anJ(cowCG81d2`%bl$e`_TwrU1`?sL%zfN
ze+Du~|2B74bIdWRdNZjy7weHV@j(K_nf+=UPr<`DKxCKN3dFHsEEY;~gH3pcAsFO)
zdUuo)9Ih94Y@k1Wx>&*b59{3^tTNrtv^}cd$ahFLTYDNvH^R}~k7QWcVd~RM_)<)!
z5G=O^mdKm$kY8KYOeb~kNv~18?T=41YEL5T)4us6C8*HFi_tu#(t{SB96qzkDF_7X
zfon`Q;HVtjK0kYUC9!Z=BH$#5-k2`CI*NR>^1+yl{elQui>QtgyAMUzLur4}2(S^?
z@fo8(J_Q*#f2`Vou<)Bisxo0aE^|D*u@#-Vfi%g}?Jhs$SytN};$J@_FCDFgL!`Un
zk0K+t5$!J=yx)sN^eOosOqqNsT`{J7)VgCbFAZ_*TW@}xxF^RVoTNAm<9yVacoyKb
zF5*LaZm7!smH{g3?2Zr2Z-gXFH^pV=vHm;Qr9q%1s$LsFYURldP;0jR#8Cx^JV6W_
zb2XP&pLeft;Ab$iBh!_54;(5zoSB~%{?MiZk!rO9H5hrN%(yP_&<NvK-5nt00iWAx
z3WA$(1OnZ2yNBu9%$|!eBO|;ZH>cx8g4ae*ksztURA-y>OiyC3W>Pu`^$Jp6)yYW=
z2UAQ57%>Iq?Q!UqI`Bxa;R{lbj)Sc48-b22Qrx_)HeV|)$JdQ#_o9{*ETWtN^9^6=
zTLQ#E0v8_S0`RkPT1aJX&nY2%8f!iQRIrIkX&`_9*T>S=zo}Lp&tcQ#vTvf}*AA7$
z`xlRU=7?AAuh!lwGyT2q8hEtS!M@D)h4Gp$8n#|k)a-vnDOy^`VH96F0~;wnwejcl
zt@$o<=R*F{p8>`2OwB@FpS$>%t4jDNrqpWz5iyl#u1>%(lAAN?|G2_Huvu#3Z}~5B
zNAen?V>oZor1fH*xh8YMFPPI2Awz(;aa6r7MeKCGaGL5}&5JLi-Lh2(5WZ30vQsPB
z`Ou)YB|<9xYcJNi$UTuDP_L?oZg7JS>HT#)^W`w}9?na}++9LV%(Zl(D`97K_M`Z0
z&`j=9WA9g1AbO?;8~e!K&@An4jDO?nG5!%olfSAA3pc=$3|?8SViBc7#l<qoP!I`Z
zHg4nW#y$Qx2v44lWab8_jFS0JZ8SHWZlK19nXoTm8vkHuh9*(^e|Q|u*@3g-u{ou~
zcaaxlcTZNBL??+lxtkZ#bNsgQzuXvAO6&?y(5tJ<OJ_Ne9(@)@m^1I!ACJITMJ&iz
zP3Ui`z9bml@`r-iY-C$Jx9bZ`V2QA!sP_DSjO(V?ZSUsVfy||EHou^&c+x7CQ2d`C
zx&DlS-q&Ie-&8GE?MEz>UnZ#erS~LWhUA}=oD%~Epqwx04wL8K@&*x;5$u(E;Vegw
z2|xNGIPOF+n48{PDoULmccJQlCaq+fIeI(2yRBfU_v_?AE;%T%Rl}H;<39JbzSaO;
zW9F7{!rY*KG3rL;FCX6FcQVbBUml!e`nH~w6H*h6&z9v9^ag@esWX>mpqF>TmQ}2R
zdp$$TA!rr<OTJOVOjNdpErZmu4HRiX`CxK+m(uOi=@YaFD$V?NiOY|rLzi)bI`%AT
zjrQJ}D{0>PlQ~Wvlcv2m8_O6x!KerFwmtl}fZptHFs@Qb=?faDhx(f?n|20o9r#&)
zvlwE6ZHY!TAQ%n0JRPGoRt&?%m-*i}kR<Sp1+S{kC@MK|5dbkAwJxXqhKb&IG=Is1
zlo9>84lJv%l5m4K8vUONOx{|>?tD1(b$vi1d5O&TSWgTo-vit_<gqxvT?|i}#M@p*
z3r>Cf{J?Ja_(2k_@nHW?2F&89P_y%fO$k$tn2#?TB-}45`O3{q;=|l1TCLg&4Judg
zvtsO43_YX6o_T8)(i(Z$^)_37)rJx3TyV2kUBe|iMM*<1f<=$W=+gS;$I2f<%1Gni
z7DmHP%h?PMr%OdMm%;&W?3_^GVZ0itkKh{Yiz-&o#OYewgiN5`1P#@MWq@~tkbRq2
zS=e!SNRgzZ-z|UG{rbdvzKoZ3z}ycP!a1WRN=Wz>oilZPJznodtMNKXAVqIG*s?g8
z*3j`T*(vNq>aq~3gb5?}A5hMJ%8!68JvCZ<|L&cM3<47%{9Unz+*troW6J(LG4(zy
zOjSTH-*e*Ky()thrn>b@-lj5|JHFosV(3N76D8;}8)x>fSz2V)A8!__fuU2`fQ}sl
z7Ip8M$9gK`33(W8sE`$<l!8PwOqf%a_5j-TjexC&pwO;QmKAQ+u}MX~z)0?$GBCTP
z+bnI0z`e<QDqZEG$4}vrIyM2lFt%ZfoUK(WEGxt<A*ggb3#ig=N(14;;QwEY?cT+M
zNb12eSc)q0M1RaKZHXb5IrV+>?*i{Pd|l$gbOAwfAY^m?ncIcN(HtDb&`9<1?7K|g
zU?;SN-Wv1E==!FKwm){0U4Lx%eC<`Xvu*B36v0**g+R-;)m*+}8PH5VUK=6&jex%a
z3A3~?h*TxgYd_W>*ff-6SUmx5jfy!JWP*IEqL^Jbu+Cq=(2hi|R{ZS;MB{r*haoWu
zu3i$@c{G9pW%xjsNhuGM<~Ft4?D|dU{u!k?@&qg`7(g>^zs*8~pJ{nP=ZRobAfCfU
z9SC__+3b^E5=L&oR<^&{Qr|I%e<QZW1$rHzNYcG<IlDtD!T+@D{EwQKd~yc}lgn(&
zD0S=JhfOaC)UqiG!L$euS615|F3!Q9pp;`DDVeUnQ#b&4oberu%NAO#tkn%{jO_2D
zW43yKN|MwS76pXBYN!N=>Nc6#&D_9#HB4&3v~0ywXsMs)J%AjUoQ}(N1s^^_h*=Qf
zY;ml?O~~RU?$26fQ~VJ#kTIK#+J+4?bnx?p|BVo|JjB^&{`B^o@F66<dSZ2jY^q9b
z6-qd(ZDs|svRqys!G9#b%i(0bLC%DAH=sydjz}vl+N?tuH$2Yng<Pl9$LL_&jbN)W
zeb7XuKrxSut}TceLI?LJ)+P3VK(O~`<Ud&kW{(+2=O_0cU@KwFctG*&DNa>P5%ft8
z<iw72SIdyzj3!<^2N`%?DIHu9z0+hbe&b26`kne~Ab7X=74Ygf1jSZ>otHjFjjHw{
zConK+lrUz@M1WLQ{dgkD(QHlSi>OY1Kd67uC^1IqlbDw<pJqqW92KJ&gCZukvir=O
z#N2^6Pa$RC_HN*QZ(DGd5>qK`U_2NzHc6B2Tv(agt$r?{>>S#MJUPIg(vAN+Z%Q9}
zud^wI+A8iY{y(g!9#Yp5lF2{F6Rv;EcA6xahWo&g8p(ieYSoI2<*^#wy~e7tRXuWX
zonA~KlJIp1wJyTKqdOU<WF&O+vE6R$>LrpUp~{L^2>&cGnBKw;gX#rXZoO;ViAXb;
zYQhY7Xmrcs&c*(^>t~Vv+J%4~$vF8FTNuR!-#S(p<iS^OD-=T~cfUk{Eu?Of9wH9;
zFcu{i$NGJKQ?%T3s$j>u(3ANn5<StLG-+2(MN2iUQUB_@*Boz_8rJFz;zR~jvH9!!
zy%J^$4K;P7+SFL{Y3tPri=HF;BwD>$M_Jmv!N*#F-5g{!VNhz|xgQfnEf!JDYW126
zv2aB`(aSJJM=nNeAC!?!A@DTl!kH=F)UY~w@N^DJ9kVK37U5E>jD~Cvr{k1GL<l|8
zU(y2$WJh_++3au7cd}_w?lJYWf$$gX_qgd>EHo<1|4lc?%Bh~_*HeaVqzs3m-^@+G
zv&N-WW+aLe#NHjt^P{9PI`OfP>Emx3iTZxdqbM)Cz2Z{G%&nmbObq?#D<L6=n3<n!
zQ@}XXug}I9P#z?ED};Y=<$hO&)pdfG_8!2*g_89amFn|XxxqJ@=!b_(uW6uT@CtC~
z9e}CqH{>WrKrx<6L(!^}m-tW6aJ@$z2Ye&5ib9pqn~Nwmmcvk>yT7bPR$NyE_3WQ6
ze#~KTw}mt_`1X&2u|PtqN74MlZgIWlUu2nYnsX<Zx&mY^>iBU39+Cgc!;RG~R-UW-
zaTKTlY>^yomp1fNmBe6P%&Izz`4x0oGx$-cNsaD%6@?5<=77&v_fN*u6a5=pAFGdu
z0oKl%<E6}x^{W*t@w8F^>YQUYV%h?nKO6W84!$0bil_ElCsa3JMWa{_>bo-wC9|%k
z;K0+jm530dpHKy^{V;O=Z`ZBWQ0<2hi(ka!rIY&tr^df*lNm?{PCSxrNp&px0{F>6
zF7mmsj;5_&MG!UjG~xo%WopcR3}J@Jf8s=}*yl9D7Fw}T^M=a3uxU;xPhzMkH!B%3
z4MI+FQlzEHKgfts`aqzS-JOd!Ce$opKiPFL>YR&WBx5(Jj5x2@#Gxaai}(FLFP4fX
z@4v!z*P!?2r5VL#FW@!xW#{H%eYsxdm#ZZz#`c&g<5wBS=i(_BF9C<qD@yU{hP@V&
zGi^sP-&fRs3Q}~f2<OQ)P$z(-DZRL6)~u1%uOu3r8-N(N%f%Z~0{lLKcqAjH=Xwg9
zEY>`P;`j=C*%=#i-GP58`83r1S-xb*K&N#pY-JDYgu?w4d1$W}15)>eY#ILx+y8U5
zZ9@I3qNz*#7pRrM@qg%B;Q#c$t{146@NEdxOGrTiq5b=I9lr_5=yR7Ht~C=C3}U>a
z2B8Ig3J{S`qx-MT96kJ-{#evR7r3)Ks3-AlP$U)a=vFv)PZz)?H~=(DTatXV&-3^w
zUOqec&N2<+@;v|Zt$Ir#bFm;}xE^1Q^d1+lXsPP}Hei~`4L1GN$zH!F7JhZkYAJ?s
zS7bVsAy*eiavK)pPS{5qub>+Pbs5kfbh!Wr!F(g_*-kYvK(n*OYFKBlM4=b?ilT|B
zRwtB^5eU1>pG=LLq?G66%=!e38m5*x(Mx{`A-24$7R{~DIfDnPjjhooTQ1wmMqP8$
zw{~E-BtRZikWu{m5toWqnDs(b+wn0(N%N`A!tL{Mh+1=F_Cm#N`m<+c>u>Q;F>#tV
zvpu7SX4oS^Jz*m8IP-Dp78O`L3u>H_T}6%2qN1W-+LfH3UNhM;+(u2cz;}zcme3tt
z><V~9>%l}YO2u3`Sy@_$8u?_w+0!4B?1atr^Gz2>)1G1YxM*$d$y-21+c|RzsCeto
z%xC7lwB9wZvwC@m8;erkzAQq*=m{VNUiHIbgjgiFO)?`<`%^o_2&@;CWFI%Eu08i}
z!Op&mFmpayywoZ@+&jLrDLkaySo<27V4S(;NNz2WQp@=%QYo-68W%ynRB5LWrqdm>
znzFq~*c-$vD9<evIrYblzmo0N_zJ$#Ap>}nfs%>cxc?;ao0Dpmk4PpyeeFmU%yk8~
z7Z9n?dMbn@clBGRCoq*FVox`-BmWnaoVDV=wC+nM-l2D;h6XMG!+)%nt0~aQ{uCCw
z+uj%9uurOxQqAKR^OIb?tLC-EjOJV#DyJgx8TuWrCpo+x*~BgGyOh`~-iHEbjSz7k
zgL;)A8MhT%i=I8RAz3%nr$Ecz$k<t3-89Qma_3TC-y#ePRMzHrML*T)xu5ee*3I)b
z72@DeP7vpyw7GxGTeNe2nP&8x!dY-Nc8u5lcdYIzpWLIiMd6F~LxVf})>$t~4Eau}
zAjx@$gSY|<VWJxDcS19>@wBIk7Zn?W6E3#T7>(w*ES99{ud}PK_LQWGo>qj!C)s0!
zN(XH9s-$Q@3@_yA^J?1GnEvNwVMd1-K3*X7&+PP!7p`*I=Csb*hN?^TP0jBKPV{_F
z5x;UkMWv^+;_>B8113&FE}Lr4<I}WF)03Gm==mY*LVS1`?oeppgf{vMUK*^wV1T{t
zf$6OF#339T`5;uO$=jwrMUa)Qm$su@Q2|fR1UQUWkNaZNtF(wy!F)vXC{d!Vp-cYt
zvhA9kA#O1&_ujlwS_#1;@g-5iBma#qq{9-uk@uc7Hb%YPzfcN?S79YJiTcU*K5{u1
z#{Wn3b@A}KZa5p;FM;%)yRasv^{X&YE_MC|q-nbq`^F~v_y|#t0*JxZ-1~La7%!v;
zxZ3cFeoW6`w)|x~8Cf?bm)o1gK^=*CBm~}Ao`3B$(*60lmsu<+x#d%`auMP<ir4Xn
zP3GJfWPn*W2^M-UG5fH<pHPAHdpk`78N^o`ffiT%ICsGN*Dq`zHMu|7tmm;yVGaTu
zXW>g@d#na{7Obcx*I%Q>-ai~gHY$Dla^XkXrF`*EUBtF~ivAU5c-U;U_U3rOIjboP
z^Tw|igNu3~rFEZ~DWc?ooq~h2I&5~ewQ=Dd`;PdR0{59EE8yQEJLjHnEX-wZj9TsO
zFUc#}clC|EW%es17zM7r%i0nHhkR*IhD*O%@SNy#V`BWh4hW^(ye|W`@aqtaSw&in
zeuOGtEKCh(f7D}CcfXJ0Ful+s((_f}t>0CVf~=!oTmfyjRSY{9i~*8mWK1kUx$zss
zb1^aH@X?2Wi?0vb04qMpak=85iABC|tci$UPHD@50mPHO_pc^kXlFeu!BoBX#t(m>
zoO}7f)5AWy{)Tqc!C)H&fN!#E47C^Jqvx2qb<eS=miej&t73+!oOm-lzYpq%9Pc#-
z3bKkj`?;f7`}hF>G0Sb9o4|kcnzUkKRtuCLsh*0Y7F4`VBm&=oW)rFOH#awrZ7-mX
zy;gM@gGvFU+yBSeTL;C}cF~@J0Kwhe-Q6{~B@mp3;O_1c+}+&??j8v4?(Xgy{GPn;
z_uaWucjngA{MA)-SM!`c-RJDJe|xRx@#!Iv9>S$i8rrGUBG-AFp~7CTjcen{C;+Kt
z-#-9Z!E~PrkuqYmDduJB^(I}F@%}0+AnL=Q1?hXQLrZ$9n>UcNA>fD=Tcxrg&}Q?v
z4VV+2wlNJZ^ygo)(@6k}1~A&ZIoxos32E#(`T1q_-s7dOkDmNzwQ>&Qj(gLGwsk$7
zj|M7@axH4%xJn}}b8F@0hdVmz7`Bv$mob<Oyb(IjgYBF@<`yUg-_3sbdMQUkr`lmn
zRy%6h`$_aC5K-<&NyM57en}Sh8<K+_NENx-B`n|UCMQ@A<Q)4&dLf;N<h+KJyU*PQ
zUG>pRfoeAJ7T8dYT<8X(MAb{bC$2^G)6?3a{6xx}(baZell7W?(BjKiCyXQaV{ox}
zVUT9T+MuYdT3QSuKSQ`y{qbfz)kPoGlXKbQ-UZyl>5|_Gkkf%>J<uWw8cZ-vMB?|F
zKU+Hc)Ga2JugY_?vS32g&V4>}Y*C3~wZZxGTvzD4-SG8(E!|`rv^gvO#JxH>k@gD^
zRGY&%ez)KHI?4|2PkGQExzpfRYG$>|5aD1<M%3=3-IG&?8H{FVyUujY_GXF2u-oMB
z4?38sI}gsoUDLfm_NkO6cMVcIf|AgSTz9icE7n<VKdI^9&~Qv`pAZT8n}PCkLhW$_
zX{8zjg>NF6lf+NY!SXb`)Z>AqE92@YV~()H-4;?BDM%F%+*=eTJGK)QU3@cs6pDhB
z*M}g<j3V4r)0{AD0$k0@;GD4u_?*ix2_zhX7QD)bSA2NPgEsn#dKUaz<<?yhNoKby
zF=o5vu2wo3A|N6(DKyHd<Mq%#!jUwJf5#Du&|H6QjUB@>o`EHPy@zA%%qDd49v^iw
zEbV;6)I@Eqg+2kBjQirDw)p!hhUVE5oRf-VKP7GM(-TM%$NDS__E>*O<hu&}TMr1h
z1sG0rA=>U~Seafw`@D{1pdrQ5?6c^7ga{7qHt=0C*n=!L{(U+TqNtN!PWEzI^oTbR
zL&2!omnPWo{VPnAthCDDp7V1KOKboJ>noSG<ftCU3BFH;o3;BZu%$O69#$FC>(D!|
zSXWVLaT(70oQ=GtIc;MCCCu}@flcNznRf8~pRLk{%=&w4PhP;}=L}^D(;W(P6$oW0
zU7*@>^w4A|kGZV%QHFTFB5v`JZN90?Se7!s#=}A%t#w(*@qySfzJ>CT`G`o@%7N-k
zBZqO^IK&eDd;cWUcA{HwRlk2dJ7J^qpJBAE=mzLqL>H@Vi*5fWPVyC=A(g!!eZheZ
zwy7-PV_GOeCzO`r>^Erae<IUk2qdn<;l$5#RVK$I&0>qcTl%FWzs-Ee>=tbW@iJih
z6;NPRUhcpJW*8E2{Fye7nkZ6#DfS@lYE5Ab7V@V%kkMUcjWQ==&$h%xtxS<k7j8Fm
z&D8BU{3Tw#oTps&`K(Y4bh75G$#EKHY0<TW@lkpe3-=!}vZp;GlT48IH1U(eKrDU6
z!6zYa-E-fp4A(3XP#>@{)33QI<#=;4z3)!ZBUk%Y1Q}s%5p|J*Jprai&blX_+~k2$
z!wFSgTwsU5@wIp`tf;HEeZ{F@Wb|iul6qa-#Wz88As8mv=&yP1Rc%#D{Yme>;9!5q
zILgg7gQ+z2iiOBV>ZjR2r=LlAz?DS;P^=|yHH7Bts#MjAfPJbht?+5tvVNE2QwG{;
z>hTxN6D}wRC7DoLRb7)IH`h|)E;~jH>_X9Lbl7J>{~h|kl4ftmHkK>c^l#n8@7qfm
z933OJ-a(}!y}$4B<LxteRvW;MVSLQve_Wyj6?GToQla<7w~+wVnqz!x8!*j!T=PH6
z@E3UHWV?@e=;y<qfZd)XyD<J!s<-BSG(rIY9A?S#$nL)-IsAc1N^1fnFpVvl^H(4m
z;tcsL_x_!Zh4uNLzRCYON&UJ}{>6=2e`c84+JJJtN0l~phh9AY^ab8T0tEY~53rMd
z!v}Yzpkus&9b5v&b-|F~H2!Z31L+VgwRx@IvBilFe=_{LJg5IIuM(yZFMdb6)s;8C
z-_AKm?kI>YBU|qnmHBRGwcQgBtG;li5=Xb7SBD0~-@+c%g+|(?Geni3tP%Im2hai_
z%fBPIJUc+0JaT`waz(I4>UW*4B$=FUvqKsc4YRyT^WC_^km^*tqB~KK`kVW|R514|
zY+Gt_u8b<J16;ViQx(M0p3z{B!K|v1_KV(hKwz(InaxM&_>6xtx1_KNNz=Z*+HSnT
zX~v(>jI#VEuPcGLP(#${4{(_U@L_E0HC>xdzMPEA%+jVMF>FjO9pDN6hae_N)jpH6
zmL#}RGd6HOSx#3=>FRX#0&~cqE$+4;2bSBVT;U)GqXI^5THH@y8A3jSTus$)J~O+D
z^}HV)#w4vy*{z;?*s}Bn`XQ{(ce(E1@C^Tx;iY?7w)`UO+A0rmf3r9Ul~o+SG@<V*
zN81S_6sp0m=FwC5*~Dy54H5qr%{qgKGvF9`+c?}A55PjTmJxcM=i8a3oc7^?2#^-!
zI`CTZr~?&~0wm0EV(wSG5k0xfKvVs1Vau(#yrG{vyNTop9dT<Dobj#KG~SD`ka?Qh
zgSpRn`zCz^Ht)wmX0COy>7}ZR2~;Ge${hz~j=H#(XgV<%tef#_vG>V1RHi2G3sp8i
zszfTXs_sg_OB0S?Msrt|(@&)rpLD8jQyC;{&>h8nH6}<JB@a)b>JJFMeEwYDGfM-i
zm=Qj7`ZDDkoMz`xmkkS949wosXpZf^9VlC6!3$@wSGi)%sbSHMIfIVI3C!bngXL1~
z<)y8Oa7E@HX^F-x9{f)q2E4Z`RYc>>jdvE_|JO(`-xHC>G3ak{c0ia|++9J~O`V}i
zx^9RnR*ECm!d+6w;-m&<a{Jrs)~*A4C#vD6tVzqTl+~YU;%|d6*4i8Kw@eBjVx>5D
z7vV3%P%9TO*!(ndM0C3YjKLB&g*+%EH*gr7_P*S{^rD#(7F{4QP%{H&MorZYJe83j
zXvdv<BG|H(q}4!(8rwr$5-Lc23IitH=dMZhhQW%v13|#8!opX?<Lnj7d}EOH81R+u
z1HMvqpll(HdM-!dX5Q{t;Hv_A8**s^>j11_t7=dT33K?kKfi1*QhUxMY7Rxv?7}>4
z$o;lx`xlt>`0jIS{dh9$tp9!Y_PF)tVK+<;?p;fp9=gNLMxEiNy>I}8NL+5q$SCP(
zuVBDte@B1T4{|6hVg&a|-LiZ$-TR|B)8M{O?W8AUrxsSdf3CR*0iI}_?#r@Nraa*5
zaRdnvKN}==xaL-c4Y5dglLO~7ArC}c2a-!<D~j{8bf(@o4uW>oz)B&y0=1ocwEjC{
zKPJvq+bfh>IDlZ$V{CWL6!5s5<|)~T&i{3S4!O)foYm}J-#K}elyLFJ+p5)B%-Z)7
zF~m+j$iR|e|7>ep@g$F!`q{t-%NHlz<UAQI#y?<C5RuZOnwg)mxgSNtE;$jXGv-Z7
z;RqEXe(kg&c*7*Nd8{K81)|Qox+(aegpzxHgNazoT71?jmNO6Ka#RcLa#2onJ>zQ!
z5X+v&ryrge?s@SrYK>p{+aj~sns<CxjHBcMQ!896JZbq#!P4<u>Ttotc81FeqHM21
z{GVi~9wqjg*JAQ<AlFM;SKEy7UZyfklLGiQfblCY@nwDc2p2Kr)BZKG8a>`xdM3^5
zg-i-e?k}|-ZISx)XCF0{UGN7K2*9fQH?LfATT~sH?t1fZR$LZJ<1Z(3m?%eAF+AoA
zVh%Fb*>h^RgRhtna;-hG`<YRgr&OpfA|SyNf|&dTJ=|#Vc?p8-#$9HwWB>tfn}tQf
z52WgSqb0Pm&2M@dFg(!1OpFzyO*wHu`G6&v&5#!{l)q6f=<Y)gr^hYyaTXH7`0eG9
zhGzcET*U8UaUvm&|KHP}oC}78Gs2zr2E8_=b}!Lcc6EH)Y_X<WwrqB1^%?Qj435xM
zF;@YG@6Sc&8<K<=K<^Ieq63T5YWM22I@VpinNM2}!?hGv^2cXlf0s_C><W@z>A9wE
z*D+pt<1_fOp8(cUDW>n!r>S2qgveZGc&r!dEPzy4PH7l}5GiK4|Ac^H-@p+3>|`EE
z5s8%jI(!<C!$HkP4Mx*0x9`HjO2(mY{jl&3B=#Nl6%^*}q03q{9;DPw=KLc4{MCfH
zbF=0Otm2uk!;{F!P%=XoVas<gfl%s<r+`-_{bLz@A4keB>EIMR@QF)=WVSjL$z(JG
zbT*_oIr*P7@>-Ckk*T?08}HlzNH$d3kdPR$DJq?mS-?+&$TN-jJ)_~m^tv9!A_Sw1
z_p>dXxS0G#d3rf1Kf5CipomIph~mWT4dxCqSdpc@U94t8xj3o0=~t)j2zVP+AeAMo
zEC>_H1)dAz``Nw(0=9~eTQO)a;}_|gRmRzCoYERzR^5+^9uRp*(S9i0qRilu=L8?W
z^_96deJ?b!4k2gn_oZ;RM23R%CyuHU$f7_T@~Tf~-`uy@Q5lI48d!4r23k01CNt>6
zT&K_6dV&A)H+mpZ$*3}QuX7@0B7V;Om=r_vOLCQu?vSYM0&1dCvb!@KmmKe?CE`7n
zWOyv!)BG`kZ|+#C+1R3~qr}?6)Z^a(Evu0@3_2iIjt7X)B8JgC<4D1rfHTHVaX8^b
zj%4VEe+(rkd;4>yRq{?J#1P;WblYh>-|OxtyPgzVezKJ7Q=F*Z7z^HUd_4uCo-5Cd
z{4LEIfkRz=a5O-k#^PqWmLvtPg>3oEp3CUS&;W;Wtd9ikTbs{_{O6f57DEhO!{B4x
z@r?>%-%K|)kj3LLTr&{R3Qe42Zb>li7rOx_(4Dz{NR<Y0Bc`eL-cRBr0;8N)X{Fm~
zA2`A8Sj7w!X?w5c?Z;SI*)9ue_xIfTr?kxc?e>;y!-;}*pYr$`<HRif)V~>3?E+)O
zN@|3A9A?ZT9|A4kPmt<WFzLzvf=1sh)=mP8eRyyr@*9*W#-jQtYs?twX|5;8H6D&U
zl@UfXuAWh;{F*0TxxSA$;L;)^mtQ#7(6NXE&$T8k;y&a{*SU3R)r+H&0iZ(idz3VL
z4ooh-NziV*M}6$4=le8ww$RDG^p#-Ynw^_wK`f*N{lhwDV(|@<G2f%V7i-xhdKd&J
zUK(bfZy@p3tk$kc@-NAl23)nstBK&EpR(c-ss2sBN}D6FsPTRTqQU~=Q-ndwj5+-d
z@y5dk9N$3$sGpZi#NGj?@y0K&0fo#~R}T2P7v1*jhD9fH@gF~UX`X7_isb+fUN6Ng
z=?gDR&mpA4xw2lkCQ?&p0MSD|fLyMFG-34|1wnrbPYYfK2TRX5E3yS?0R=k&)yE58
zf09ZS@sqO&j9e-4Af`2fk5(yph0fdCWspP$q(J-m*x&8b=kK$9MdqYVrRzWzCgt2{
z^Awd~<6nvxkZQUg#vmDe8URq>WPg8)a35>lhd;Tcccmim^FRNum?;yBj#$Bq;)w~J
zAwUloRC>z%TreZO013F?&KfwOHd9X_`}w31>5Jq%BwJo3%EuNU&F*8WTm$agoT|Dg
zZQYrCOfR{R{$q>yfcFGa;fP??rQ<Tp>6F3*DvRFpX>;qr0*(0^N(nK`pCQ9r+_G1m
zqMg#kaa5@XNA`oQSe%->+-?3=EVnH=#Et_*`(UNwoINdZN?51Nyk1X^TYM4w@Kw+1
ziB0eJv+$ka^1)Rfol@Jc@I^~{Kydh%Fb?J^J5s&-U*e<aRTGBBX+p%oi>?nN_&a#@
zM@{C;df*sEig;{OOW}+JySu%6juP|xpEpECCQ9Ja>39UUbW?cz*~ue;Bt!xh)rBtT
zP=$MaPfW{GZ1yRPXp;`y@7*ESsoTb%wi3P*>!xraNgU)!cocg}QbkZNpu#dK^qQXk
z$@|bPgFTnDr8@~jX5zc3jD=kU49_rXXC@cJlk^`)B7JdD7f(}Mj;|bm?GZZ4!2Kw)
zJQJ#dMj7GGD40;5aFOv8&+Vosx6W&G#Q|?SIt!UH$wFy-uQ!)F3n?o%)S8Kf7w05H
zi2>|evGn+%0Zxb&%}>?BSSmAnJ-j0hfR0iio`jU+A^&hg#~(Ocn~KzBmtQE)(TfPL
z2iZ;I-3&EQR4Ewlkm4BAlLWt%P2(DTN5eaP|4=nlqM5Dp1+U88r>`hU-K!$*k_Z)I
zT69S6e6ZrTp;5S!xLRNKojZ{gv<8W>k{@iCD%NlCk7Qk5M$XPbbH>h5br4fjcR&4y
zIHl|7s?T+nrh~OWVUVUQw>b7UMEah*;R?u7wR%s0012<dA(eg&arr+eY&>Nfq^BUu
z19HI1s+NVh9~v=42j!{IbBv@(CMT_~0jhTVyy&LK-Kn&i5%N`N>a2Wa)ZMo-_sFF;
zLGN#fsuuz+f=}OF8D(NhpF=}1(%B?}h3;<wYfFh}MU8;j<82vd@<*U)F^EXE_~J2h
zipy07ZdTp;{e{jNgGCwKtX^;@h{J*maTOn2Kgn{uyFes%`Sv+-|GFjkLo8>r^jtL5
zJ()$29fG>Jd9QGnCf2-9%}+g~kximw;_K$U6Dam0;c}Jkk`1gLpE@UKyPVOGn`k6F
zaD4ml!8r}wOMmc3NPW<N3P3Dl!DFQoH}$IwlY5AyL67K}6*EEmb)h7do>1fHiq*>H
ztfG3~vFlT%d*O3l5y_}A=)YU?l9|3DlOFU1S;nK3**t!$zTWenJBssa{-Ee-bpvcx
zgT4}zjEB%sMTyks%vSoHyHI7HJ9$5U0DH0w&WkK()Ms7RsGDaT9(EvW`;d*Czw2|*
z=g3sKf8<p;W}rtAVkuF2#?I(gWzX*JM{Suz$1kC#iy37OTV-D;0iGyUGc61sUVSiP
zY*NF>C#LMERGI>gRmX+{&-0WgWEN<Ocyfr0EXxDYHglc6*l0Fc-3o_EMIVbHV;Xug
zYa*v3<b})fEG)B1a+@{HL8}pssQ-h3Z4}%fz1V<i-cI~9PXGjVnrPWs7BrivMRQf1
z^O)M0Ci)jMVkmP2il&!mqwN<I@J<|SSz~x6v62>H3?b%={_MA7gvf|n^QYWN+~kXp
z3CimEMltzU$;;tu3-Qtnr1pS<v9G(fNxn}ryk0r*x)?~OIJM242%%fl?zba7iVg<9
zlNfm3-!YIfpKx*#@jMfzQ49=UI5aW#|FziS{?`{9al<AD>PN8r(o9EG;>O5G>U)C{
z7Z>*pcSWx=eCV&&*Wzgv0BVKV|0}pF^o-eU0RpQa!Tx=^Fpr!9x!aBr%#=dvzYl+1
zzz~O5<oJF{l7Cay7$1+&5C6$~0vaR#<~_0HGiv-3y-kY<#_olY>;}1e3cTV&NFY5B
z2lX$$``aO5tcpHe6TEnmu2~rQ|J70G4a{Qr|IksGuh2r<z5ajdC`c+S%IdfC>r@U-
zV$%H5CN-Ty^0yIC<ztk;+{!c&MI9-`Pm*Irv$5H5BNabsmP&G6Rg?QCnCTjApZDBj
z07GrGe3-6Pwc<+w??}Ylf(8Vk0*X{bbkfT26jDjHJ#;M^$G>n8*!aGIUyzqX#R^TN
zOG6K>L?LmYcVOif1>XcO0snpW=TuK?$;44uw=KXmAtl9kh<)R!6pIQAdHN-x*VrG?
zD#p9CZ@%L3$*;U!Mwl$tu=u6(J<7j!Q(778UzY4wh3d+9KDK2x5w3hL@y$-X2D9<@
zq-Ru4_uQ&8AM;0LV=$Ve?Vl}wTN+hPLdNn8qq8tn5&Xke&b$hXh33-_hgw-6C8OjD
z?!CbA&+#>~H~>uohrX7iA2aHcl>iE1GXHgHv(+LQLf~SYOK}+pg;jVQypnpYA=Exj
z%6`MoFeaRiy867MX8TY~^U0LV#|Sh*8`+LJR**cWmKOG0fjk&-bxun9a&H4?z#4cZ
z>fXC5xGQC?ZS%rQ#k<BD62jfqdVZtQO5aS3(QTKMw>4P>%QttHpG;GbX%cpvR;Xf0
zI2Q&5Zi3=j@f0)h0hijNVQk1&R&3bLIi!M}naA;+sp{oN-okBkgTC_Sm+ZfoahWaS
zLFNfiz7&Ow-<g_|7(wm_;{-I^O7F{|*@lKEsXcZdY)`4qWytagvYxCW5AfuhakBFi
zBJa}|vD4f-y7^2i?Eis`Fiwx{$H|;t!KxLFdT**6_P09|Uv-6vmd9(4jqt_k>FGgc
ze4I4&oSg@_|IQr8wM@B4v~6pT{C1<S;AJEw<>%)o<$e2|S~!U;V;!wv^Q7}0$#ON-
zj6q0P!CHq%8*;cS^j5cHuI|Y$jb~*A@u9C`-cDKK`qAh0RVZ1Bb?%{2<kWk8md^+J
z-o>}Gd_F`gG&MCErpdBnmvtN9jwBux4$Ls{$4X~==ViTfYXe@q;9D2C{2QJ{b1P%F
z!#aXUxzMM$*TCWZI+Ql3is@nG+K`d>Gd9*?$mHX~$`2{FEaIeN#l1%j&PH@584&3g
zJ*i87p?p&~|Le4HlN+m4;n2(6N%v#M45^|>cE?2ARjino>KYl6zdBNVSi=vCxzn1^
zJ4g5f8F>)3pB<-9z5Pq^k*0t{LThz)GhLvjoe@q1O!3ZWf52!;XlLV!W1?`Am%B?>
zNZC$;m0{lJGVS#$qY0EB8}BE&IV;`+h_CB08J@RGHgI|b(ycW`Z(JRp>R+KrHX_#@
z9dFd*YKK43DM+A>DZ&%pu<?|BBAIbn7nYhF_N#b`_;V-LEq-zbk{bAOUH0aPzG^p{
zvGMB_C!&wUiASJ{N@4(eopiheW!It}V6o-=C^E-^`so@cgDS;+2bHkq-x}`oIN}Yf
zJowQiY}wC7dA5&a<6orMLTEi7dqS4Tyotee->e5X=uXgNrgMLA*;ZG`7OmDzQ90H}
zJ>Yt8bU}P8P&va2$xvI7N@b%V=`07P84RDoFh+sAtG%$gq}$J(lkM$%-|;Z)%=@F?
zvpbmlERNMzCSK1?-d`)NswynzDj(jgJ1SJgttu*(HLV&NDx50T${Q-3Hq_9u&`~PT
zwd}+`*P|zEe*T7D5E2H*7?R^Fnovzn9`kXKbnAUI)zBUl6&hM(Fk|E8`}pZi2G0fm
z%{U*GkR@N$xKe`JB`KIhx0Y3B_}DkGkE0OWWqcI9k3>XP3Y};#(`;V)=l#(ZOODr-
zbo7{n^FXG?10Kp?)NfR$n-=&AQXU=^J0=!RPQOz`-Q|b)fwwaDr7I(lZmN9IxAu!l
zgZ_Xb!{93Kre}RLdHR7=eWSaooYjLyerna(Y-pL1+RW&6sH||_#*D^yN?`E7m;f|X
zq$|)o$q*AZQy-#IdvIXKkf-u}j1;19g|DJ>i4qnps4nrUTqfe_>{47)SbOu^Quz4j
zXTQh;C}EKB_xW;-__#QIsKkTQsNq%8zuk?dki;TIff}VSq;S&Jwz-n(KlL75-8KD>
z_;5rbV6X7sHn^szquf#UwiG3ISZxBu#(gD*$wH#M?%wF2MV?fDtf8^hDY$!y!3mwP
z6?T?T#~bVv*>PF61ysI4-+q5DL@#*Hkv3@Ocx?G>7`f#5IV-8v=WZdSPcT;e*xq$Z
zQc6+H&<pGQSMfM09n+N+>6kU&nRyzo@@^AhtjiP`D^!N6k;Pt$B=ta!TW<KT*d!;O
z0Q#ny?Hmwx$D5RU(u-nrRZVYOhShh+nAnG?&a=-t>at#L$>Z)kc5PFqaH*;3RCn1m
z4B#q~AHa%LEdQ{$wgi&^{q>B@U!#wOf0nk@Nsx|)I_~)TyNE(t3h+hh4D#NBB~d~|
zz>OIhbTJMj7u&X;DCC$9%y3C=p8O}EWwTrELf&7-D>~<ANL0a3nBcYuX~12%YM$9l
z7t_%<sodq-l8ihNVp$KM+|<)2;?&YXUuJEOyC+M29^jH2&iJvUF2Agv#H_1(PN5Em
z>yrDT8__b6@9eZF)z?t>hrHT%-+uj=KFB*ZbMYIeHZ|Hr#9`Fs$BEK)UBwedO-kI>
z>W7k%@k~BtWo3j9*zX>r#|gPKMdwMPADrAQwka|F)eWZG`9(pzc%_+wGGFw$d`6vL
z&9A~Hnm#)eQUqi$-vH0H(~zJiK%<wA0K1|Uljs><%Ep;hX7FF$Jl&OLb`I<!It^bL
zUA$Qg6V<nFc%KI9hrSg*+Wy2CnuzpnqgkS&eLp9LD`X@;E>-)E^aJ^jjgOb7*sN~#
zQ-k+;of+Y-CIaa#r<^{--ZGNrgF3b?7lYZ&VdEyYIv+7p@6N^5Q>ppmO2z(ZCrz|E
zOk)v|+S1gQSqLgzBgzulXvVxg|L^NqtXCXv7h$U5g&UnzpK=8JH3?fMup-r2e+_K7
zSL)NDFYCUkg#nHr4y`8Ern7rat&IAN;47Q=H=d_WDH4DCgKnbzFj_v-MdG1>r(<0R
zP4WIYUz^ShqSS)^GhM+QW@A)xXDoJvH_AY6vg6O+CJVe@gGO(E8A$a!jVReiql2}U
zyE@EU=S@vhiXlt$gmMO2l0>e4*Pr)41%`TA%HxDI>QA2%rxQ<2e_rQNq=f5MthVUN
zp0Y?U=zH?3`8Ve9)Vo7dLO(DFX2}kG-&43>gHH~;qBo7QUa4Mo0_*3wXTqL^KX8`^
z%~$FA98FV*U5vfAjUASM!BWP;Nk%-Lwz+o(PN*4_D0W)A3A;54`_w=bNM3%0yJTz;
zv|u*eEU*)LEL@gy;||xVC~52_;579q2}wi;v)M!9ptF<Hvu9qwPjKYwv`e}mFGvZ6
zqNG$$>=SN^_t-{xMk_O03j9}!ys>NirTxgz^XL1sJ`8kpM_NkAawz(}IcuAj;x#-Q
zM-Rx%!eM-fS`|)o_n8L}RfUznx)dnO_2o<66fV%Rxc2&O`02Xt`U}LRUml-sx^JNL
z0n@(KMxD*`&)=9Sxwl~4?La$__MmXIrMG2q+Z=-5^lNprG!HWaG8D6%zOTW_10{T-
zS=}y-bkIj@+U{(<1f!7I_hR#mjjHvoE_HltKRxN&r0u>Zi=@DfW8f+qgnNHb*Lx0*
zmGp767F?AvMg3C+N>i9={Z`ettV!mmI<WMxH#ClBxyG;c3RFkE2xP5-eFU*X^6N9%
z^2q4w*n%?~o+SNtmC(Axv_P(qgS<|bT@@PLx&4ktW|FOdw2v<$8{#f%JOglgWI(pv
zhl8<X7}?C491S-DDpS8_LK%OdbQD{IIcYQtz?009%tM%4T_>2Ni_v-0g{#-S?6E<T
z;VcI!6B3Cv1ZHA6X^z$-jvWP|<TLhLQHm&nhJ$l3y>e8eB4_P>?f!6022b{F_2rim
zM<`@;tCn)xz6$hU5;jmwBcUX#e=k)-)RFyKFqEsG*Z4`IBHXXFdJUf)PfN2p1I)*k
zfNlC>wId{3D5>M5l*=7OkxCCGQXi%`vjOj*$|jrS$){1T-qhwBqLpv6UV#FPZi6Qr
z?5uL~>g=_bNT)S^8r-TcHYZjLDkPNl2vpYFjmH%NS^Smic~D0jPBx<cdHNtpW3zpr
zih%Is3u~=an}$0i@emVYTvP9j$T7M;icACJ6_rb~m5`qwc{H)f*!O`DKivISdAAC<
zgyW4ySEzYbYIB+Ndy<EGy^&VdIj|F(xs_vTo)=&)Wi>g=l`BvV0KjK^zQ-d5oEziA
z{)t~(kKA-h`E!}=GUx~xU6_#bCyAQGOJ+4<DrK$=&{1^6a$g0Le~v3t2@m8gNWj9D
zl(Wp{E3@i>Q#OF@aI5*(N%fh8?kAut)na`&;vayF8W<-4%N|dZ|HPUP8RXzqz&P(5
zGMeL%dYbT)9+uYwub}V%{h~BIs(%9wS(HG3Z2F++v)4u@{sFmK{(Cu6s|>1X`~qGS
zDR1Nz`O2$5xUAGqC+X)AP?a1q!gpkKK?oz{6BIixTEWjg%jnBUKOcN6;L!GSNa><c
z2{bJSHJ8K2$%?$z#cYbgDX<ZGbuE8==aHL%!};o{41@C<)BPUR#esb6oZDVS$(i<W
zKI3&EHb|!zyC~U1!kzp6$1kF}<fNB1D0@ynQ&1Y>OHs6|X7!X$3Bt!Cf2q9d5`9VJ
z;fKHkdRomP%fN6`=*}XF2iGPPD>j&eWC{S|4+$QFPlV*CS=l8GmuX_N9NDZg@Xvj=
z0?+@<tn~!3q}M+=cY)jAKJDYT^}%4r+S?@ZSXZej$4@7U0D=36BPwC08IRAf_erZE
zh*!zHoNxc$ROHI!z#-HrW0#dr5n?Yz1A3q(j)aW5z~lvtA@MBcW*u!KSBmR(GSxar
ziBFj9CG%15U1l;-V&_t@F6zhGJkQr<b;1eFmSix`(Y~^Wcru1t{hby;B`h&2+Q&{q
zrG*uohYFrv%~3@`X|;0)G2BSXvLXctxJC>L(*zApFZ*GACes|v((>jdM<lGUFG}f3
zHUZL(pB2igd!kMq!AL8%%{TG$K^+KQzhSHkgNTZfL`|0_bfjsVaPTLmF-=-}abX&+
zVQ5r2$BDMQXneY%VIXD(q7tUJdY?wZwh7^&H&@-`0u`q<q|7Knb}S*W)BWqvVGo<F
zq=)SqAt|6CS$opFrG9Hlc*Zf(3~4tqXW%hAr3&R*C_Q;uAlA$yJ7n0JT0S*+5<RO<
zGxnSgqy+`2Lkt<-PR6jqJqYmwQpod9-my4L)ci)PJ2k$^Gmz=r$Tp6U(mIN>P@!)E
z^d}hb!L*QV*{2RnUmJ|zXC-i>9ISFQfw^@DH#u{%fUQ;EQdz6b{*hhiSybTt$_uZF
z8uSS&I-LRm{P8zZ>@0$<nDHJgW1$<R1RG2e%?tQvVcFhiefAj^NLpq?e<gUsfeAO;
zu~I)%)Cb9&bL1{M4VT0Pkul(vyuRw?aXXfOn-|XgEnv#Y9}d(;+CEl-9HtG<KC)H?
zl6~g`kD`3Sujp)y4oH(9va8hKuSo2-YYdVb14bQy59CVsT2pW8BO6wOgSv0H^8Ohc
zM>rKzB-v#QFg<xqGE&O4^mn~~=a=t+IcZCij1w}ar8*O&U-?=zUw(xzW1$N&JHU|C
z<#`4@GF`-7QP*IB?EF|kiCSN@&5CJdaz;8((lzzdNI7q#OUNV5)cag0XpP*RRWz0E
zXlbo|fAq6X1z)uC%OJ;G#pDiGsm9CL+ryR{8NN0o`39?D_~qfNxVyXOnsG+e(GaS%
zjZAzk{l?R{3ru+X$2G9yVgyxA)2ph*r00HH=gOSM9>0ri-7L<#68o^VwG|j>TvaN)
z;6i^&jGn-};L?AuC;PC<U-PFwRwGuh$1|BbwE#2k6aOpuv)uMW*@KxQZ#+bUGn$X(
zPUriZQ2lYEm>T7QTAfbj)2;*4D2rJmql?H&Qs%<v<;DAFn%IqcpR~r^5e~_tm{9F^
z$RCAf(Xqi*MyUy^eYA4d*LX0%N&nWqri`kctV6;Q(1AYl!l-32%(8%jO|p(PM+tMS
zKj3T{b~&Ma`|&93;vv$#%5W$CZh;)Dvy>3L)&F&TmnP<9i3J7~r`xWQFwaPQs4U2_
zAcWJ+<eCEkW#s2g7W?P-rlp*lG$l>JftF=%rpIcEz8l>gFNmH~Dk1S-BobA+r03P$
zIOBH-t-c+b%guHMo}T<C38@1f-oY6!`ump-Kpz3KhVm%zkTIGIw%PTQkQ|DGCEv?L
z<aKEXcB*0JoBTP34S%Lvo5BVYqiS(R`n7vq5}Bu*Sy4sc$!u)LhE^!&3HhTF1w~w&
zOxTmbvTQ|=P5*A3oe`I21C@?&P^b2WkDGrdzkmS8)p8L{2QndcHWfpOjEWSSeJ46#
z?l+cCXGExC^C^89FiF2tM~2pmv)gm2KFL&*9|~Qp_2(v{)#0Bolu7@|-;wu-^+wU%
z;=^I>LQ+-#N0m4(umD$=2GDqn=T(H@G{IOSS%-x9Rg5#G&I(T5TBAiDq8#ps<@p-1
z$(aQu)l|uKmpWCDu<XFpGs0~ocl^VMyPx4S(uZ7R?;IEgTHLuWvY+!t&FqvEzSdAW
z%Z(J}H^x$+?z77MzVRV@Qx@_e^=Q2qBX!6);c&`@=wE)DDr%`J3)KHtwQ=}qhB&+L
zSB$v1!@h1J#@0Wh-Uu@+Bit6)Z(h$|bgtXB%BgJ%yyZ_h6d|h&&3O61331+?8B47`
zYAGfv6i42;)g2(k3))1-c;CGC+|vh0-mAA+`4n#1-Fn_T3{N{9oBlCif5Z!JbaN7c
zwvd({o<iwSE5tmi{G)LEI%inBe^$#{#cq;(W2+P;ci&g*Rlwp_vvH5#-tR?=ppBd3
zv-;8Fwc1?42X)c%OSKd;=|Xgo1FY(#nC>%`{@aGdk2l{CI<lKsZ~51!6o(`6L$%2u
zj$CQ+0+v?r5(`!Fm?7%XhUm8j3KWXA0Rbc>szR~yuy7Ah$y3SBWZxt~p=68DO$}cl
z;v3~h0S3o_gdryX4`^QIOjVL#DDZ04h>ax>6=&7-qwRWyIBZ%?DJ@)<XTI|%a;38K
zr5KSyS3_g`SN1dBFvs7jb8x`83YRo|3jJ1f1t1i7U7jyQUuS5>_+kBe2=RfF6(ix{
z1$!=kBhmWn_vT!(gyh@rm2z9aS(gV(m?@KCdb>|#HefuWqZvxG(|YkxE0`77svpP?
zO3#i@i7DW~Rt9bhADqDa>>M0MM%guP!2~9j2ohVwN539-TccR`S4)8wpLL2xK(nQL
z%OP?`34D-fp*`AdvC`VfZS5v>CBKx}d5Rn5AaHzn=@jj(ZD)K$-IXJ^pUAjSu2pV|
zvkA^qld_2#jM!m+_nu9+%<ca8>`Qh2er0pfN(Rx;oLz`iNlugm2HBT@@!8$e-{@Oc
zpq7k^ALsb{YxKUh%CTb__U!ddpCxnly5idg+=l!5(2yeZJBAf8E~+2I_!<T%rfQjQ
z0cIJG-cFJJHGny0+K}D&lu2)S+kfXoFjhcFl7e&p8MMhyAyP@!|AxyTPDW#jIf$gf
zm#&0WBDZG5L~m^FvpcQ!6`RkyD`tbySa0p&WU^6UEpLjD`5@+7_3t=>4gQCzpu=l|
zSk>cA?|Yg3(_1g{oWbzlw$mp{j<gYv$&^rO9H-Ywu{raBt>EyMY{z*ciaNZzP7$MS
zzqURlIhwI8^D~`PX{5e1;zEDV3gpkVDcnYXj9d_tc8A0oXu)-jqYtb>ZUl9v@jnM6
zk%TE0g<0^5Y0w0li0#EOve0gF<5iaq`+)qks^*DoCezvR9bO?y^!Et&pQLY^phVuj
zlkaFcGe=<z+gg8^?VFfTEc{ke$r3$Ku7H!Ke{4+y@g=#5(psM+#E2%e7~d&(I%Ra0
z6zMZ65VAiajy@-~TdV%#mUH}6AG(l&Uc-FSFlOjeD=L2#&+jH0kvubd#+Xbpdx0qe
zc-R$orL62!SL=y+c^yL8ySmUp*f;X>4_Gu-Q?VXKqK3uuy6Y$yDJ{tYG{1A&{Vio1
zu!kJedtH^(KJbE7Oxagu9>mLys!it)QtlxBIP%AF%Jr%d23=Ot#s9ds7NZ+@FkRk=
zjOgDO=-|FwI59%f@6zi=FKE~&AUQk05&_^vT7?!7%4fzu3f)qN9ET44g08J{lT4y!
zH-rTQfk4GmPT@-C{Y$D5YeYBf65~s|BuG%O;ysvb|Cu^Gmz^BzgsEfChX~fMUA<hM
zm>25q#E%NHVkGzTYb6k6>fWWK6|O<3<=K&}|Dw1?sj(VLCqimZfi<83E`ibhlkN?>
znwZvW13gqGeW)qi(Qxlgy^U-e`&am*R0f(^?mwED({d3R%VgKU*tO+<m(20EMYDnD
z4Zp9EweD*x&mF-WmUp~<I{Ez!sAP%km6)9l(Zu>V#}bf(X;9mqqBFJ*8wqp1+P>kG
zGJOQ=jXMc-3_TzB$;?N|s49UuCh~M(+0Oui=nVl5tQHxwbc7`q-nZ5Aa1H7+v{g_A
z+**zvhtjeAdy-HQk_1TIiE9GiPL~y-jsJDwuwm>c9UpUyw}8brJ!vifh-S#=yoO18
zQ;d|sFXM+4Cy0cIIvmXyg^U3rP8x0`hFi)Xxju@)5$MU=xgvQ`sEo@Jp)lKCGB8{%
z*KBUmmCDrV`C{tFgZJ34CeXzD{K2iwwE8TAr`TTyjI~#wSD#=6PuRS*o>l7_n1Tbh
zEcf#&PVh$_9JTQPs9>GJ@fSFc4LQG2yGq1@yxT0ZMWkUi6^?<k*I4RG3R<jhzkw&l
z$rVE>1&(g7Hsh0(&a-r6F(5x@J_i-A)91#Nd%Eb%R7C(qP(tfwz*kdK(>|&QRrxbd
zMHR<O$GmWx&ljay!XQj*Br#~G5Dq_F!_Dk>1nJT4%CSs3$?5<<D=5lCQS1)>DFIRr
zBv@N)i&z|uZs~{>>7cG_l9E1bbya86HxK0fHLPP`e#Y5F`B0v}h*Z9IK&^shBwy!9
z&W|VW%;in$g9irxXBkkA_fgyT>{e{bhTZ^FJc-_<qB3u~frwV&$I#o^<D=tsY1a!@
z!h$yM=g19l(XZVLD4gKtu>_LPm$#s)hj6%@!Mx(>ocG6x2q6bJWKyJiQar<5dTF!%
zN{*AzzzDsb5ZiW>0bk}GRv*;?%!F2AoR`5`%7pSS^o|g@FQ|W;*8Rml2w|igX%}m5
zQF$uvp;%t?OhV4HmR{p^(IpIwUvz(OJH1@mxavajJg+LHQqR@M!?d-*crRQHkD5L|
z(a0ZZEO4c+p`TokO)a^vL+35K=Xn&=qL<|gC}$@#GIEd4xixO*)vh`E<mt?Zrk{fD
zj6IByto2`;MbS;C<A4whcFPB%KG>2GneLBpHlo_V{1N?b4RTP|k{1iY+hWdMwT>ya
zaqC~ryJ`Rbrg`P3(+Q*Atd|HojJ1ldaaUlN_5FC9u47`YnP<lOP~*%&_O_~(;U$Ov
zQM?VvAF<QQ%Oj|TFTcR!qt;+OFp}<tFF1%{qNU&0vYL*j#4vsPylo`%qWpe_n6wSE
zf=$x8FjEzUcSAD9ai2UhDB8g2NEiGCt45;a^Y@w`ixF^qG06qNW7V$n^yYL+h{Ov(
z?a~=k2h+mbSO9j*be4Z>d;8u<<R*--@a;@YQ$L5%sL-BTOR9fhxnrqvirB6Px`rFI
zteAcAEA0kK!Dey@P!&XvyMVr_fr}&_eNSnPj9}586sY|zCq}%&V1=D{n!XUIWKBMU
z)JWA@Cnize`6T+MGgw48`GoJn;HluU6$Bp4qK$9z5mn_`Hw|O#7rIE4L06b!dkCZ%
z)((!3DmCDn`AVT!N|}`9@cZzLH!H)Ya49~jVlLWbDlH*#$hI;X7%>PB6Og5J>d3U)
zNE5T{TPm!9eB^0S?W~}XS8sXmf794YjGP?Z>CvS<*|-pG>4SuHhs3ppKgf-#$$>?n
z8=6Q&7mfO=b~{x)%=ZIbe2AN0l)=Z8?9RD=o-N(6*PT@|T(4?3UkubM`Nh9Vywo1y
z{#C_|c3SLdP)$3A?zI*D#6~4-*Njdyhnfp(SSddNdB#42&cD328UHHY(KtqPwAZc?
zIy};^3+I#4DC!PcIKnCLcY=CnJ|EGAg4^eLeEkZe@(x>lFY<V+Wc9djb(QTYZxw<e
zES?CZX@UHnoL?)#E;zPsXL_*qHz~N&4jt;>=I1W=xmSSk^}0+u>n_b?o}E^e)6<U)
z^_bMs1#pUH=ns6{{}GQ)9PNOG`d|46XvP|(xOU7a;Yi|5)4YkPCoQrc1-OB>8D(Ia
z9JT*>U<NjWDur_A2a>Y;|NaUilV40R4^3Yy%8G%Q5Tt8-6TY3%5?MlEb3A;%R<RFx
zRp+!-Khpk6%?~x|6#o^+4j+pc!N#kSTs~>H6>SLG5XJnJ+$$*mk=$P7vz9VZ4rAM9
z6+j#phoL!V#$U-D{vNjg8%~(gQj*yNuAQN@tuRlY)eemBi~Swn52i2vW$5zv`2V_u
z|2_W7=vkwMN|4LmwT$02X!cjmrC+KnbSlOk+o+FQGGAgXmWZ9}!g?93RUt+y#bi<6
z>EoGc5phc3jaHN}BsBA11>1!na0#vrd31)En3P7YW~frkE0SNG6?@mjOTp)vRsYRR
zN$DpJym=r$4+qD<w@cfMu`fTTt%|g>Xw??ufGt_!WZe8EveF#6WDSxQNyjw{!GEkS
zy8=st6vBuk0_S!<Rd;r7!~vgPAprKWgQOU}%dGKQoEG3xr2l1Ss9G?=yg{Kb-7DH(
z8a4LxxezB5R`e19bD_Fz+OYADvLg2g?(2bEQ4O`0{S`Z66!6;%Yx3y!a;inj$Yha*
zB@yD~*FU52>R2{hK-tEMGpar4bX1&AQwY<13`4rD8Jsh*E2(b~HNJJJ68Lc$jrA%L
zIFZV*!R|i5GbVfll;|zZo%Rs5RTCGo-r64*fNtSQvXsC5#Po0WFY}I@Z?X^SJV304
zxHzHJbx`QV2i_fYVroz0+u|6(=SN!JKYJ*<kSsd#pCqu0;G-PGFT?D9;tfdtS`NtL
z@@&ze-__{G8JalLC?9Bfyxa-x56#-rRxE{EgsaT<emc6|8<|JG$=V>H>P+Ez!T*5Y
zCSJ}?79vwzyzzY}M#7AJfA>pTA$X^z##jVK!caagC!own(>MvN_xDn5ozLu@Z%ron
zA?>b)U<F`cbmq0@otF#QD}bbNmn>J$uArIe`xv$TQnmZ6j@YyWWFn$$a;~XS-!3k^
zRx&EGmpz~MYqcU(2PZBWL2Mfl2<egCHyM;gfmb(;VmGy!*<+6>pw+rxrW@kabWHm=
zH@nfL4iWee&}j8*{rCJ&OKla++8)ZuB76YJ?d;pMQ(0USrh_v+d4{hTT%|78A6}iM
zJL{sud*(>?exb@2pt(Do5HqS6*kHc|>?eggRNtrJ7(RLEU)evy<5UVJv&Qt1jyv+V
zLH6nK+oY~b-@mjc*mEyf9E-w4G`!}^JLsyx_5CYx=mM9)olwx}f+K!QDRfppj{Vw@
z$9cn@Ollx<Vik;!*cwfN%x<6}iEOh%XfslsjUfR7ZOEw`#}}9agBX`HOB0#Ai+^}5
z62z(BdPuA%X5XD`RI<<vI98A|#5@y#fl)rq>gd>ZlD~nQOhmm4_8b)wHGZnVoAkP}
zQ?hY}PZ`~Jz|j=9xBm&4S1m0?)9M9Wjn>VdL6$|h=~%Qs7y~J!VC>!oB-3XuAUbd5
zvQyfwb~HIN+fQJ_1B37W&YdR`=Oj*;&vZYg=wM{Hnx>tKn}p!1=+D{&GflVK`6-(b
zckFSift%^*9P8rwsN0b%V%#|^_Z+Kyp+8=<Uw%txx0z3MikUbl40HU46DYo(@zMcP
zS~=CHC<)K2NuT<{!m&i8gRZ7lQb-xL@mrtPu==46N4|>dtwD%<w!s-k002Q(xkeo&
z1w|h`%l|4N>EvzvT21#HHjZ3K<z*8CM!ef{M&;~@W?Kagn{pnF3|F{J&VnXG5H#TK
zN!JKb&k1~1%m|x}o&pIjyt&V`X)!Clra<zOUTlZ9b31b#kA<!v$oP=3IouSyu{DYl
zlXsusrOwcHJgF_Sp1Z&U?c~(D8LV-pKBRGL&?lh*X2J9d1P8ZdB`i}-UZHi<$!ac`
zs-&T;LzXkmq#?o*+VKlrpLe{-z75^(Tl=g=jlp(>me<h=$(I8c>sJn(`|0rie8|Mq
z$(?J*Vq6`Xr_n|qt1lJ5gyXsS@26ZqEfnr@sob5A)zC*dP{iQo6)FpRpWmU3rF}P(
zCM*2P9&p(+zf-7H0^F%%65l(aZqpDWhGsSUA9e2Ufo99(ShW?ybb6v>A4R9((9C}c
z>KMcPhwT4dz9oukd)tb#0ObW;E@!dFZD{cReHL1TmnSuL@VNTk)>e)88u(XLY<YcQ
zkh|m5#nDC!<}ZU8cccZ#&Bz$4mL~5{1}%AWK~>%l8}Tq@=(E?8UcabKhW-%xoV0{#
zfJ?3Pzef22mq$QkZ8ff~Lz!ep9ax}M2V{^{vaqmj=!gVBt&xKZQQ=}(v5soqE@O+O
zvsOZRKJUE@l5>E+UE@$$aL5P+<DyQ!OOuR;@S<R_m+E$suytHax~Y=-%f;Wc0nN_v
z;d^5nM9->~odB*zLZUKEn!+5OR;wQKue0r34xh9jYV1^`TM&t?SRq5wi!BRnP!p3S
zskEPdF)wnD!-s_l3{i!2OjadeYW6<r?DvaU37V|TkUH53EajApJl&lzfm#g_sGD#y
zF^=_*Nq442Ku=@q<D$rPW2T(k(g_Kzj+B}j0eYW^W+7W0ZLdQK1^qni&Ysy04->zU
zb{+MV$ZBtDFP<>oFV-?mVrgR4qN8HT(;<nEx^+OV!^z=%DR6nyU%wZ4ZmhzkXPech
z4t;kahDbS7=3xqS2zBtQQ+yBAYmvKubU~w3z<#xB>c_5!^US}lg%NsxEZ0$lleyXb
zpm@|D!zr5;W4I`)gwlppLOq5n*W4<1|2&5`i9wGTafxr1AXVOJtntT+0va0Eay=7z
znaJ}=LiA9km8(EOwmGYyiNpWpH=5yu|Bg0HR*-2tjc^9zP*jjBO>Vs9HKB5a?kW#q
zxQ4Np$c$|Ug0SkXuD3B8M7M-FhhKoIt>CZIH8o?j9a8Pb78c~sav%F`D~mO;GMIVo
zccuPM(y4H8veR%?@NW3G1x*+`k0bXkdx>9bLDuBRr-E5!tXRKW2NKTdrKYH89Dah8
zoa2N`m60a$Qb-99BGaMh+1_*&VZeE&xt$GuTDZw4F}?`Tf`DOxO-)Yf$oCf=&mO6#
z&-i1&z<7k>r{7*^JP_l8#D>NFr)X6lea^M+#e?^WM&UX>H|oCrOX(ii!RgzIoJ<uK
zME(Q&Vws|esg3~H_d3ITVKZz2s^$(PI6_((7Za8@n-Sd2;<VIID{9qyZBQh_lVk9q
zx9!Fa9!+0j@qJ+XT1AM(O^Ex)VH^BdX%qDilgWu0`M^@Yqz&K&M|}IDakB-X<mB(r
zne<IMDvvo{pP-d|(9i>Y3;#gI?w5z3`oUW>gJ|J+H+k7CvX!rR#?V`XT%$l7{ry85
z;)kz>9uDvaPg0=rGvri}1J)%P6%BO9drm3Y37U0fE`rETD&hd%UYQw#RsUraB@&&*
zHa``HHD;OTk<248VbGJ<33#I1Fb%bi>GoF(=wK2`mdLi)Iwu@=Ev#x>c>4mk>qP4u
z>hs%-h7wY;Yy4yY^gmf>N=3Wi#mbDN^2y*0y&_-(P3P&0)(B{KjPbYEK<C1$X1#!)
zxfmHMVm^q;nMi>hNpDUcHgvvo$E-A`Z)kK#sBIXF)OkplIM41CEO4`q<GC0FN2vRp
zZ49`B$PnA*PS+D)5sF!M+o6u4RL=wJI&RHxv*(_fs)4W?9CQp1X2=vzqK_sG@G+bK
zb+Zc6S-fWG_j%0pigM_?)PE&?O#%=4>5Vi9JC34NbU5HJ<0n$HYYN}-575Bo{W|nc
z5#PE#-fS~Q(ir!``I)Y+mf9(yr~{Y#Q*g`TqAFeDX-*zH&J7%HWNmA4wFb$m@&-_O
zlNU1n_^8=E=T!_LFQX)$U7&12Q|%jPO<uzZSELIqEORu{{WLP|5Pb%XyjOi>=D6EO
zb!2P0aH?UOVI|q%IZPku?-N%EnCc1jQA|AJD%&mfcK)KKN3>ST!i}bVWUZY)`NDmv
zk(*(+lV7Y7CPpkv{%(bv>pWSm8#S+6cfN9#1Td<S|1zro=nRg(bPDdjbSlDcS*pjb
z65-oOG7z#8Eo~L>53VakSanUs_tO*wdR`6R-ttw;^Y5A}FAx4(x9`vP0Xyhua)V=#
z{YQ&j%~W-$M>(A7(J}nv6Tbh)Cp`R*Pk5F9@Clz(Uh|eL0jlK_a=40p#u+fxyEM+t
z_5B!i^TpiFrK`b0!M)r|c)!6G!cwwp>T`Df-NJqBmpU4ragOlfhH38c`Iyor+n~SF
z<PF#yhTi@Aex5TToUPq(yH}C%)o!631R*N$^%6AXxua<NyIvsa<3F(PFWdIGKmG0E
zNC!FW^7Yxj`;##viJ@x31oQhIh_$>r`2}A^L1FwA)!^!QHh_<(uixX3V+$2HBIW*}
z9QetjyyYR$SLrnO^-%X!Ps*ntLf71%mBy{0j50aJ3C5D&UqNy4%HJ!j$~)&#FKto$
zP$OjuYZ3F&DL^9D?yX9sty1Iz8n9o_9(l$a^|S)7ENcMkFR-XTrKT^)!mh5adV0Bi
z>r-9-2Zdqm=JYsJsp~ZB^IMTp%V(ET-qz5)sV^6YGBnVX+(Af-$7}k4Hty3CBwhGW
zK@R`L*iYZ$Y}o?op&-1+R3U%HBAoM|e{|K5QIKs}I!a)d99!U)8&BK&?G1i@K~&TP
z0VT}i+>oG((_F<&%0>THgQfbLx4cyZH67hp82;sLygZaUY*B%P(|WuSNtW@CaSNG9
zoEre75fgd6j_y%s%2oaG-Y9vHiB!;qJ*i@Wdq^dXNk(ODJ`$oC^eTF0J{%sFQLxGk
zwY>=Mr*b;$vQJZ**WcBJ-D#V!<AiJobK#vEeyd<^G&o$GFP%p;tr%GP=I)R|CqBRJ
zI$xSkqJv#<GHw|6KRA2G@VeH%i?>aav{8emvF$XrZCj0PyRnltwr$%^W81c^Gt<4F
z{XVbGd#>|o^+S7g&AINi<~{D;7~^ka*4~gRi(HPZj?QEe8WB<FAAkGwndQD`XnptH
z+8m{h1nq&%K>QK&J#S%dHuG(0nG9{R@`H$TtgNhAZ9NU?(9;fQ1}pMK;CH1I$GDmV
zH$sJ9k<p3K(RNBPmZ{3kuY>oiuNo)@G=&%38t<I~4^fj6Vw5vWv$M%G3Y)*O3&g;E
z&$I*tjDo#FVZPhOM`Ixx&N$4_u4E_cQ}H49*-IFD0j2W$!`i^-#ikR3shnbF<kiM*
zzZehSTV#}JM=_WN?s2IyqZdEVAgdFtutn`H<W)$1T-<`*8t_BQ`<pYk;Pwn>jWl!t
z6tN7v%G;>dytsoL)I<O3SdQ_Q!ObxCf@Es)CeK0aGmB3xAN<Ns)rse!LKKqmX1c$D
ztb&(U<~<%1gupFtr@eAGF$g3`dK^&k;kDd5l_FY(Y^tCN5Op*A$>I|KJg8}9TvIPA
z2<g{SFFwXLPkd}tB{2Y+fgD1VNv9T=vFCM<I}v;J@vSUaIzMLKY#mVN)|X`sVm~i@
zWH;<~YV2)xX%7oEPbj_xwIrkR?f#ij_N!*%)zy3q`~0A?8Ku^)lPrk6p!7sGlDp7?
zkwjHR)!%p{X(X#wgR@P)S~>e@emzwc_h!+NGx=sS;FDLjtOf+eU17gW5)7o^dc7Uk
zM|Gj`D=mt}IHknRdkJEf$7!kYzzB|`o71*eSl(3hN@i5K$kKM#C!s8&*B?J$ECd<E
zwjRdi5j2+$c_$q)L?;3oJZSZNI8o2D#5GQ+cGrsqFHt2R$!`}!f$b)skYp7MZ3$z)
zcpH4LoaE}82*pk_&rKs7{5=s)>HnPt{U)k-P_ziPkzUu}5Qz?UB{nt{$iZz&x!KT3
zH7`|bd9!}iANe#^L}N_*hlVoYrIXK%H4PiJfg<2h2?FE}j8w58t4%GBY}oN|I*}uH
z66>^$d0)zXr4!{WIb{~qWzc%2OZM6`CxI9j;)5hM`dDUwW)=y5+vO7Mz`ej+4_&2I
zg&wfUf2W2z8V|?jvFq7Z|86m}7XkP#yq89XLt$d78xofp*E@1c_)lKeY)bsl4Z<($
z;#2t4@Xrp}eZ=WV8RwApzZ+;MlRiH(fFBeKv^)wKiw@}QRyYW4RN39z?0t1@6o`u<
z@|=F!uW0i%4uJ|Ud*r`)!Z<^{E`clN_yt{vmTBOb*_1RJE0M(LTznfW`nyY($?70P
zSu^F;7B@F&3a>n5$^EjinU>>QQ#wi{q<8+R+w0=KDEn&4Bxh<<2pj^hWn-kD)zZpo
zg*azY;eZ%RP&7I3srD|E+(4(#>?tzx<aYdO0^9B7_KNNzCxex329=@nsG`(OvMr~~
zFSYO0>s~fN{k@%Y=O6r^9B822pX`m)t^x~#CMp8IG}Uews-o|{z6jZtlG(GuXzO!n
z6(_m~L9*S_0h{GZvGbxrT|fEJDA%5(67mWTUzzH)bYVJ3-HgFyC&m6Yvlj<pa#0p`
z^v&2%xB)+&db|F^wYp2UE?A2F2?M)yf=DM7&*9E{O1>WyCVG{Yc|(|Vd&UWqI$wP4
z8$wuX=%wQ#mp4;ijXuCbZB1-9+F8^nZn4yFGKZwgKSz{)-yCD)&*loWcG;m6)qp$&
zozTbB0K8(ROOw0IN{|&j=WeF26p%#si#mGMkw^9m-nJjosXRP9$Z`tVEwHLs^^JlH
znsVT{HC7VqgZyw56M;h9NqhZLuSVa7oBO>yl*GH873?6gTzM&t5ld7E#j1`$D0aP$
zILday2`WqQ7jfHCCOO2+`8A*()~hI>sOS*Ea8{aE<GU12UnOF+zwy+ojeFZi1|N6@
z!*r2{8Kfe~j~~+;zec(82BgWU{%|ja@OZeUIJye-svv3FBT}lK%^O>sY=%9#8%)Kt
zZIb>lAgE;ZK-=T#a^S6<CH{G#$vi5q?+!~MNHtgfbLS5FYx-U=vA&LQ>KoBhBv1)9
z4mU2z$+7lSfCqkE7mv+>U)PdB_7*DSYNSZrvt4Xy8eRqhY4#UGaFxL?2N%?iRr<ND
zaKFZ=SZzj|#k*SY+<<NV)b{4&gD102D{RdjFTr6MF7B(PKlgxj1blily8Eq#CIePy
z$7!aXJy8x-BS<lAe`K)c#-ZhR2B0TQ-n>P^uT@6fN%jCC;H$n$g4N;J?J8A<fiLo{
zcxO8ixy1R#W&^DrWyEg%2h%nUoM14G($Try1&`eb)FGrdU&4I3HlI2M;~u4!1syB-
zRL_(^Z;nsnRZ>gJ+lLfJ#ZDcvLqeZSqV@nc$xmwE0TM+*1wG|=<m-_9^tj&j@iPXq
z&6892JbI@DFD#1vxDsv#)izV8Fj~GfYmKiRYl0{<F_rx9e5fpr=ykh$m-CYk0nf_;
zA?hK*B_g?nPC%ilU;&hBKT<R7#0&q|xM{Qjm#`VZ7uf@ls*e=pg48OGXI5v09VL6=
z6AjmCH=39iyOE{x?70}4&>E8fA?*n8^qKLKL&gt;UDwSVB^=2qJi#rTHl(ELZ?V5N
zvpPF>O|<)_291@%ih#e~GukJf!g~EUx(c3yTJc@#o+GQig^QL~trb<Te?ZT3MYQ9j
zH@It8o3YD4d1m#Z!RZsvJJZ-cbWA!kZK1|iZJj6JbI{jU-bc~JUh*vsRXMXsE}~2B
z)`e1z)j5m6q(jj~Y1)OjXVvf$O|_Vtt(Q8|oXd;^H0Ow7uWhPq>aU_aPkxQFPMssW
zId5Bz94cmQL^L$jbBHVjIkr`~ubAv9dmHHEt_Micaej+kZ#G7Wbff{kB<&Ls793c@
ziaw7{s~l0KPVEKp)?A8-?d9a@iXP%N6sAy;^&lL#ECRd9&<2mViggfy?x$6%tg|9l
zVxB_2VKGB5{2=}g-W#pdG+Scgv}9-b!o66SK+&T0qzETZp-KFCkzI?qZ+M655XTwY
z7@}m|E4MF%r{ggAdkR0vv50Ffbt;r<NbVQ|;fCxAM$)R!f==d&yk!V0$6)aB?Ma8{
zY7CxP&M6RbsJf5dC!$gi21kyoh-$PO;t0q{5<uH@*X}o1>jX|I!pS@pGJ=R-0fIHV
zuyi42BGgX3Bn&4ps>sz)J4b5BE<|Cy<BIj9%>uFeZY2<18E%=Q>XEpOq@`lUCuyy8
zE~|R!$AsSAA<>=2$GFt-n`^nmiK<e|0|=JcMrD6-1hSJE84+1U{+ldU5!iQ$vdD$O
z#3ra39qaZV5>R-o&D2GLcUDB<NgA-=MTI=aR$$i7$Q}KPLhK9ozAD!UWJhYe(6I^G
zmWbsrqkU0E9VJeA1#8S~KUYhE6hmjN0zSCEyr-cgL7Z^|k_Epr)2r%uR9z&`Qyce<
zo;cpWd5J093y2&ZJ`T4l@72)$7=u;+Hi=2&47t1kS_jWFl2c2C(!QQVG;#I1=#kBw
zJxEJ+lpaLWUnj7HE3hZ8sT;IkygP4Jg`cwq4h%!91OW~KMq|4?a9wA9LvfP$VjRLz
zU7O^t8VlI>akOSlUmr~hd+v2fGj}$H-x3V_G%v71)Zv|zu+#{w^3EUX1{TW2nbMzq
zN%*GfNAUoYCCd^`nH~H$aWm;7$D+&dfh4tF@j}Dmx?VjoA{Y+0^5B35F$+e8zcNu+
z?wS(2)Ld!`WVcg~sG*yWhszr9mr;85ho|73pE<BM!fZkrWlLhr0=-c+8yb5bWIa;L
zui`0Td(MUr;+O>;$xq~CjaEDuYQ0hV^J=;Y2P>FB3eMlz4qa7z*qYH>kwZ&ce0S%0
z&mUfejx_=YXVWF~@l>fw`4@l!{1_s(&())wx4L2x$B9mXbr1is0fu>2=s*Vswd(92
zy*op}(ekEB=j2T3we$-_A)y6JoE<-R9K{wu+V_CfE3=NvMW(5xYb7KKvOi%;(saGd
z6k}9C?08YYR7RWPh9GhX41BBA2LDD<GSRgvEGLFZZ=R5~L^ICBoUX5+5%%3z8=4_K
z=a<&-hJEhl2Upn%YL3bm#VR|Y0YT379QlMG<iV7H0`$nl1On@1N}p@E43q(k-GdE7
zXLj8M1{Q6CSWTKg#?Z7e2GZwNhJZN}?=)ne61_=keub)RA;P56HK3cl-AN+WK0<U8
zBL_2_v4>gJ^UwqX@PPg!L1_)u>w;6<)BlK1p1;LsER8g}G4n``m&rXaa$%dMAPnx0
z_^k0lr;fsx7JC!hvA;d1g6#pO_4VZ+pK5aB+(#=-0Kn;hVn|%EsCtrnJk%f$T9<N|
z<q+B?=NL_;rmg=wgDcZpR?z&&zy`dncRCfK;Z^QG0ilh$3ofn!lB`8}`nldgqRoAU
z6X#8E*ZwWIO&^8x=c6%p6MH6AjWG;O`=`v9yMXfn<X6J7uSgu<Y-QL2!0MTEx>Jf(
z*qx0ryaL|3gJD%9-3LzIaNus|zi^;BcEMn&M$^gf?HG{lrhIpv^$&D$aJ1yV4dY)g
zs2q>FG(mgTHC)Tcs$*(niLI>O&KjG?wfDS`DH>J%gvUtEvo0ZXzAK8UnnbGq(nspI
zm{x(@l7-l55C-`R#KnE>;i$#`Ng9{;`>Vk|gUZF$)D*^~P=_@mUx8?y30TKGv}_2W
zRWfC#j&8a@GQ4uff2D5@VEsqRb37y@+NGzV$6c`}4bD2}Vfa;e?*8{w){#43X(ipq
zvT2@kv0p|Ok#NIGYO#AV=>Y^cP32{12lwYKFJBf#xl=SQ_~7k~)|j1*&KZ<9juSP7
z!*P{RL~*?4xK_^C$s$I34Ytngnk)^U9$^|^`VQ@#YPy0~U{gQ%h`!LNwHjZA+a`K#
zmA{DET6;Q!R+IMOCMI4vj%JTRK&GKSlOBzFw2Hn;gAS)*>0Xa!?ziin3wHEdQ^6KU
z;Ck<jnRK05aI#a3e=_bI&|(9qK=*>&gbg!bRUkWyLm!Q`LW*{cjZ6#2Q=0U8q+Zqq
zqfI{i(`<D;DaEDH>Xu;tduWrRjZe~p#`cco9Wx-(j9sikC8b&_Z;!&JvVG4u$luKY
zU}pk!`o@$#(PVcU74zd?Mo-Sm3-OTB+OaVrAfR{k@mEE+e{l@M3DPgYE8mVmm%#<e
zrs&-16}Ib<FA=bFR;ml{j#Iuj6ZuwrU$Mi)aUECTstXR1m16#H=nVmTORf-+NA1ab
z!d4HR`?fB%h@=_Wy)_0%Dk;0=GE%y@J?1VWgJq!{r}zk0aa>5ID!yFqF-m<t({uU8
zSZY=fmZ$wGJ5`y~^eS!jo3Y6@Ij0e!s}ihnV4pPivu0i2BNeQE&^pktF<yQ^&6G;H
zQQX-00q4sZ*uPL7qShbt6Ny(vt!K6I$)QO`Jd3CXa1@YphH!9kg>FdOlY+_9kgq#f
z<`Lv=6@P8)`aO`Q`KS&`m^weIg~&sgH}SKbbt<z3C29+=!I1Z8x85J{Mo5X&Uxq>J
zFAnOhbLhqqhS6xmlr4Q$83Ep~|B>q{ts#X>D@8=+DVGPoT~nkcZk9TzP1&vnjN5@e
zKFHIIid4%UQqL!J?kIjV)fp00vq)G{QejCfG)zJ`ijmveAglQPEGd(Wh*Br!=-yd8
z%Uh2WcjWcX$o3&+EiQHci!Bq@lo1f7oH#0Oo8UfS;=?%~Q&%}W*Y2>W9KoYQM1+%=
zyjjg2s2nNw!C_4+kZ5zU%231kdTIb1%$tE1NYr^7OzxUPC?O+4h#0FFi^S<{Ks0-I
z+7HE#MIW6_pE_u{sjDIaGq3#_JR8o<P!0d)cf1=Qd7^Ow(Em9n8TX&GWp3Wowpp#P
zMrE1j;zj}?57X#_`2K4a6KLhrkO74NkJ*TmJB2C3LD^k(bWs5A9K<;ieOsv6;|@iq
z;9ju8sHf4s>iv@ALyGWZuGZZ7Nx<Ytj?Q~@zfd6PxD8K^8=ZbSJlevUsS=eox<aXy
zQth|2TK?v07?IR!L*xo6y@6}D_<VPty+2vOblzM1PT1H;HT^3#{gDLk)VZ21N3O;o
z!s_RlPdp9Q(n)W@uimS1;c_ESj1Vs&0Jq&g{R_8UTNqP30lZ`VX(kZ(=&%A@l?4^2
z$jDj>iqAr)EV<<h1Qhh>kr93n>df~*t^<W>g=_GLVk;K&rgOv_b8$R(UtoT0dGkif
zAwyu*IuC{!O7j#kLnZ3AqN~S6uEIOO(pd;ro&OzD)Fx5JVvA5op{4JcT9*BkPGu>v
z)cr<?KyZKf?Ru{6U3#Q3^;@}XAWnJj{2utgRi@RpaPLZDjEjd;1f=$mBV;tY(o1?$
zIlBkPP>X<&_)M7^&IUz=8I3gZl>M&iUAV*{hdOdP9(#zJImoBT+Z=U<SV{A|obT7F
zrL4wK4Q<+Q%XN6BWYNO1YR?4fz4^t&sA}yIo5$ivNl4ov?%_Aig>n&4Ny%EQ>VdI@
zq=ADaejOj0?;C|FYBQeK22mqiX0aw3%5qV>$sIRR{9qCXvzGnhr)(xI9ngo=Vgnoo
zpPm5byc+cZPB?#Xu&CdsKRmbaTjE4A0A)v>RckShNS7NnnUgY1CQF!ebdUl^@pKZ*
z5E4!TYz}n3gysfOgziFGA<+xfnJZID#+?o?b@<bxk6tG>7HhS=Oyr2=o}rvB8Q3Z2
zhZKZ_ihZ=-XL4nO;wh#fMG8XI3u_=H*f7)EY7on`_(pAc8#<yaZ!y<MJZ8wk@a~8A
zc9OZvfz86EZsm9~=7*F4e%Q43min7#RJ$wD!Ug3@uf}e$k)A?_ioRHPuU0tDXhHw7
zmpjZjE|6U|cPdr*=&}*z&$kSAz>#TzjphNuuFm*00yzKsIg{v)HMxdzbFtm5IvO$W
zgeNye%X2W8hAD3lN|x5*BAK|%;7-Ob)gcCyLqNi||LIi8lESlTdZYbQy!lv0xZWS=
zMk&Bu@Aw4Z;l<0e&_rhIjk+|ukD)$>$Nf{0F!&dC-D1w#bg}aO<`#aB=`*8OTKa-G
zEF;sXGTt`FA4|BbCea<o!x~UbByo`X3d9s-YG_ldC^m}!a67K)z|eTsgg2T19HRc;
z#4W~KYL?o-m7{8*8f90kRm+jo3L;-jJ`pJq>FD&;d4DF1t|^@zo+&gMZtz*XpC<T7
zt*;L{HN3>IShkKzi!XEnW@`J)n`&z2Q`5wnaCGC=3Z6$aMxr;x#l^IUTK_W)`rGr#
zjdc%5)FEk5;{FUrl_pwr4L8!KvxL_OZgL_TvD~;Eb>DZE0=ltHRReaS?Yq;K)@z?Z
z1=*aDRU_J>1p`@^$$Fsh%yAj1)0LjI7oGF{@~VxoZKTj^i^=7dfyZ@~6&D}3^kBr%
zYFmW5r-kD)0wX0`geK?_5SzpG9?^Esmi!U!SE&EvY-ilOgA0hwRUz8!YdgHniV?-q
z(HS>E>`;-u8$H$UT?8yv2=T&Z=Im<SEL2wP;Oy_yBwHmuYUb8rL=sB<9iwZv``;{u
zIs2scG*K<*xF>M?^_s^w;EGHHu^7C`p+7xa89YKB<0FtmcAiP|(w*SH{1z<1#qd9{
z3VcFFoSFd=sK1f^a5iP}@d8{a`Z|N1Nu<Ik#$S)<^nkSJaMTb4Z7~_2#(F2z0xe{!
zPiwLYG=Jx@)Cobcmd~>+0eQ9q3Bj5HtkpI?-E&9(`CCv>nCd_?v$QKTAz8+g-p{BN
zFEg5XXyOBUUHu|U-+1G!c62haZgR0%i38ECE<UwnPjH2gJi$Hiak=qSS?<5%NF5Hq
zj>8BS9Pf*38I(d%K-ZZ(H-j)NSsMJ-pJAiYl9v1{133yEhzI>QnntfWrbil<mt>vk
z8M}CDw+dq_TkFfOs*i+_=y8WfO^r{*T_~(X9)rX9RU>y=Av&^;fdcr-K^)LBr{@SL
z6>;=_-1<&Oq=X{GRv<Z+O`vck(r5-Ypy06;q9U;n5-}?hRq>KYu)$P|`x9(#&^>ZQ
zM=`ugK-mns`xfP%c;Br1Ks!>U8#OIkOqBL@i4cACEoAl|T7p}GEAIoA@SM}6SHLD6
zISGG%p!Z2jos(dJw;p>iFi>=kd>_Z?O;5aa^8Ob+p}~-WG@J3=CuUEoP=$4LC;ijE
z{D0;D=Kljgn(zg%uV?W7krl)#bZ8j{9ch9HgpR<Cru+Z(@>ZdPws%f};f3~Ap~Ikg
zk)@LUhj4-Xi*NxII{JSqbPhhh4{U8LYW{5E0O*qU-8wP<C==k~K$+WAS1_%P6Qi(9
z|9_eKXf4wU{yzwcR1ViO%;o>d)E5f=TT_&Q2^NE$aF5I{fY_-T&PiTCD@ZgURYTeg
zrg+0m!CzKIhozB#IIrDCTxC9MLCf^my}FZu45%m!FDb=g;#htHDCzO#7V}&D4#-A6
z$<up$!eM7`E-x<!sdxB)Nu6zdeM_BXzbppP&Lgy45>+U)z-O{Cog!zEQciy52L)9Z
zr!F*k|8OO6!QJ*<-}-A{;Kdarz(A;WV-%|dQ%l0(^2Nr9`ENZgUgy>V`Yy$ZzQZB#
z&551QPq=U2S&8J&^1GKB_~6M(e00`4n)@sP|Clf+BWhOqFEqv#e^}XOe-&t&t*YU1
zG0{OudPE6MAvrR;=?oCD=PDzb3u?b};QFvZZX)H>3_%o5Lrjcu9kU$loSVm$xCF#L
zyjhzIk7f%LZ!8H-83V-={fl(|)(JJ%o4vrSN<N|CSJ%<gpHW&v7#^SBg)igH5cvED
z4Wi<zTZQSe-(~0^;EA#DHOezwVWpOh12b1^Of66s(rdVT95)*9BfI#y0YV<~ebD}F
zObEn_^{YFfiVe$sv_<2E10rzL$0b)mLUM0!v=~Qx=To8A2Znbh9XTMHL4QdC@=RqA
zyD$IO$$b?)8e-!=>9K(K>TV&?aJ<3OTJ{TCeE0|JuZL_xzZb+MhsI+}bo#2zSV`B2
zSgnEFz}hmLOP)C3I-V7|>D2j}7YKWAB}O*`V@&Cq$)*gce^K2mr>XVspw;q4%d<|{
z7{-lVY&^dZ`w%Ui%(am^iz;U0e?ePcoCGQ}loa<M)miJ%YL01ryPi7Az6fKR?z(&n
z&!+x8M|+KrFkv=!5Hm^iY=@@Z*qkI55D2)pS`W?8L<9>$RNqikq%u(!;`70K-e9Zi
z)HMk`G0mg8Q#a=0K3I6~IzD?stF@xcoxJ(<H79!&&7rm2SH!50YOOfec6-E@XPtz4
zP{v`&gC0Wu2$YI&il6okP00aOSI#+w+bygIt2~(Jx}@5g_>^9+B~YMP@Z*j~nzKOO
zC-_}-G889D8a~y57~MCq#xw@)wXp$;WjKBnn-gb8@i;(59I50f(!X>QGhKEMN<0$g
z%Xzxh&O=*A>W^{aJ?kGAP^UH_^GWua7@2xv-|Cbx=z(w?pTC4ey-Yb~d;@2tuf5n{
zRyrLxm>U0wTDhd;`x0#L*>LnmaHS~Njch(+Q6)FZ!>V4Y1JvsE`Sulp+1-pg1WT{Q
z68$e<UVTG@z5&A5x~q%iWtjxEZj2l%An-WR9c`vgiD*qO>YuI&?{a#uqJk}T>&308
zG5`JnM#t89Ft5_EPhEIgZ<+PICN9G1TMBAcmj`E#*XB+zQCv!cK4<J?#B5n-z2opU
zBxK<C-oL;VNuNujz~=FfpZiR!uMUkD9@ZTr#@M6F0?|Kr>q2Ag?S;G!)Nqxn@x-h}
zQ~>fMb3HE~#=5<v1jzLp(@+rypG*N@=-7OWINk#D>n&HJtwO=1@h7l{dmY9t^pqH^
zB?!>Amee?{R>3dgcVU?DPKdejKpw{X5K9ilz7`g79N4OJWoS*dwH#9E6A`sX6Zs_k
zI1u|V(CXj6yL<1Ctvr!4Y$O^GDuU(rf~F?d=9XjgDsiYJzHh0V6MKYp`y_-8{fOMC
zUfet*xVMelcb}13Lggrv7b|$6Lqa}O1Di(${tfG-?GHhUhZ)4`-m4=c*jD)QHy`?@
z5@n}!dL2Ja$|onjOzHRT;9{m*f&#RHNTvJuWp?G@mS?ptFgNoO!}?3Z)=mPx8l(Az
zGRtRK5MMYlyTS~Cl|ePZ)?)<lVThymt?_jhUrN*B@QR3$@_J$L@dWp5uAgFmjZK@K
zUGR2-Y1QIv@iPZ#6q3|7DHXF~V*Ho`_|SnNq%I4X>Bs8SHKFLPdW+-d)?-J0bjwJM
zP`s&}q?Jq@y7Q&flB8z#SZ^GjRbHapyhozggL1vQQE2Nh#a6)zxR<_{PwbF#&<5Pk
z?cc6mJwyre2RpGJe4?<M4JtRwr0^_c>(E*gNFFFOfS6VKl1yBL)Zy!T;63M%)uGH@
zS<cN&Ksg?-Mj-HW6br8I&x5&zFhl#08#3iLT#K<A;F6i#$d2e1V<^c{s|;|>%8$6R
zarJm#SSF+k2K`~sH#WN6F~mOoPYEjVa(m!s_(pEGOtaaEk~8Mu+s*LdMcc8^OQWgh
zSSkbDaypfCdFYK;I;w6nC*f4i8Ic{1T+0mxr`1|}$J%BFe4V@iKw~B(3!vsl4w>(7
zy9m~QZT8`hth~GZb}=N&5?iX#s@eS5uI+idUP(nhppKJ4^;7c82aCzV)1x%;gb13Z
z47$+9Y=GDhj{ZYz%)ahJra!5>9<e9#UkxCc(noi_E~0v|rs+Utgt!)K)JGPmi^@iZ
z){^30YQCIyezO&~Yfz@)xU5j{gI3slawZ4+VA->NnbgKOQf|MZb=f)<<yyl|TEtDg
zQq>tZ=H3W|iJ3T4J~CCr>%``~-Nf?0ZleCob|(@d`9pzRUO2#O<ePyoDg^kTt)7L`
z6c}+RFCQN{r*^f8$*yZ*rcd4%4L5ujsb!FZN-I|s-h94dh+;gEZ!Gaya_^@_+BAeJ
z@45zgG`{nIN`w^m^p80S{Ek`8_>F@uh=+|*&I)RlCk@Y{eYbSTy&}vaj0^P{!CV9g
zNt1AN`=AhJBpD1{H<^k1OUT<3+&l&nW|w|{jl2cUz+u=U;{%SyHPe14BN1;Sel<lf
zus7pDQYl87ThmLi)!Hl~nV~tbnP@;C9}3*%kIzBPsIN~B{F>H-Ch={Z$$>w;G!Lcn
z^!~sbPB%hqdu?mgJfs({^CZHfKPKjHn9_M{-@vJx<|DYBNXx|~ltbqExiQ+TS@NtY
zJeqEy)k9RyW#(EU*P!h11&vL$&8^(hD?G$(CCJ-bRmgPH?MyX<Xc8=77N(n)F(qk#
zrr&mZDo5~pwW{#Ib>P_dbI66J_rOpWjdhcOpapQjKQ6wG&Hv5Cmza%g{Ep5tSLQ+v
zeSn`js^)Yh#hl#79w&Q%Ey~d){1s6(uCj8X*yxipO@`SJ_&G^_c6EM96r4bbPAAho
zY!q+8mtTn=`Ia<?yM2VSTO&8IR>yf=Zj60l@H6el3z~Zo__Qh^6cTx!>yKGIs*JWx
zhe}ybMFtcS((CNsM`S9tN<G)H`Gb<aSJI{c88G9e5@QI4e~Ng9&tEJ^M$zFI=UB+M
z!F`vlH3u^x*0*)Yr!-+(Uml-H#zVW6t%SVUVF=%XKtf6C+)L>WB@M==CtvscRZW@t
zwcXC#4c6u$SzTF>@RvPIDOBqg3UxywjE>i*UFMK8`P+#4$6VypNZRxr1c62xprWEX
z)1|c&#Z9K$tScWR`7o;_B&?kxVG0Ney%kc_#>mOy++!h2CQ{GA@z-5{$ZPG7{Yg@o
zp1#JZ5~66cAN*_VNevhdUYZRG-f~pioR>Y9&9VK3KqpPuX68eU!cxAdDTNjoYyk`?
zmcqDFrnppHx=h7;kd*y?a;pBAR-6bEPxHMw{GXs{*@M#C@eIJL&ve@PQv(WsYWNCb
zEm%fsK#Nr>fWtO%jUB1I#Apv75mk&zRJ#;wAP^a0$1xLLY9YyMdqJY1CnZXh)fbJG
z<8WRp9}W~fkxMP$$o`Qa8P@+zg4kye9gbaKFO^ytvttYW_*Za9DJ%Kk+AEMBaRyA+
zKTUo5+Z4z^D_kf8^p>EdE8qjOvi`huCCJ5@r1w=>ftp|da(%{WAi}`wPeBLdKk_29
zaqBz;za2iG4HW0$;QzGyJse-&yiWiMILa~qD&Wvs6yhDu-C~}lNSzVgWLD$LH2`M)
z0ixxO+PS2B&nqEhfrX;Ihm`O{Z+K%sZ1WR4!CO~Izs-S|10b9<IFSEACxFY<;dsGb
ziK+~dWL4l83KBcM!S|<%3}@F<oMVIBmm@;fy}B<I#xb?oZXo8WL#eCb29Uh>`H3(x
z<dIYwjkyS*_c?1nbd_Z8TJGY}0oqkFSK|DYsVhS#;f;QDI2e8moRE#$f()w(t`-%L
zl{E?P@uDz745lzeRq-q#Tw7NVXy2$>V^;bqX#61Fz^+jG)4v@yIZ9401}%yQ@VmXC
zkLmV*)XUmjh3@?P{MWTAUG0w<>AnrEbhWT*jk`NRJxt+4!B?m|P2D1iO8v~&JW;({
zrj#2DmTJEAGnHD>Lnf1%n-`n0x`P3bzjd43@S{GN3v;Yf0Eg*x2@4km6#nvg&Q3ii
zppLz>(n+upqLbj%?jkptbo~=A*eN?;%eBf-P{k&f%7P~aZxoqy<;1wD$ico=50O?k
zw{1GP6<(_zEN+*0_a?B7+zSzq`%?7IsD6K;5t=tNV!&Rtog{e5oQJx{dRRtDxo%7*
z(7y0?^&lzf$`=k|to{3|Qi{Hj6yBYNf}Us>N4rIlH7=P5*c&4VuXgm|Uq`GBq?K=`
z=>KlZc-YTNqta?ML(OkyKfTAaxd=(<8hzhhq1G)*=Z$XXauCyEXqin!=zFT-)zNUT
z?oaO}(3U<P9k+`l7s<^7QCM}frIE;8Qr#Fysl|Jp7>85=X$MAzT;TwtL4=`s_v><8
zG#_e0sla&~eTc6x7_fn<Oy(}06sn4Soq$Tz608NA7nX%`q<(llJoQwwzsjX=Iym^;
zOk}}h4R@iI>ln$wMcsq5@(cQ?Zhj1t1$CYJbu*@owkENt>DS%&=3gtokrR+bI>43g
zc)Jad`z_hNPBw&u%b#A467q6STD&R#2SS1`UGIny(xKAYoyn=UEF^5jqSp2V%<n;c
zYeV}V;D+=Ui?b_q7ly!e^{I+&r8fQ?t+}P+lJzWb#$Rt_CpYY~`uq2vA(n2coM$Wh
z17S2S!+^w)(*!lRbj~o>Dw@<a84j6ith--#{hv$`Fi7d1wFR@{2C)#GwmZfQ1p+ck
zkAVOFG9I>XI7t$bh<4r=MyNf!aGbpd^%?ftK;mcL83C;Imzw%Sps$@b2_~?7XT2r`
z;42eHg0Ct!i+=1SZs%;6MsWqJbQh&h#agcpnVp6E?ay&1sK3`<i~NCGZ$eGIs4;zz
zFKQC{KD3<+!PYqUY#N)3rCm<Srzagavugdu$gP!4c924h6<7Hj4Y%v*R?YG(c_ub`
z71V&vRjNNZ(9|E=PBo*2)X6a|nC@-ZVO@(k-OXnUWVOD4g`~G5elu@NEiz0|`AF)*
zDd(y^SXZfeLdFAhQADTa)C1XEi#f)PKhX8xYavtq3+`B2qsSSXpKUWgABs#*ia((-
zrk+DhOfKxN=bedP?A(Y>fZ&R-;Ok+|d4Jz9+cAxN(()6Z<Q2eYwyI!~yuz-R>)PkW
zs7&6t(=v%ao!x&|4Fkgq%chLlS5_SoKW?*#%$OiXE;qryF^^HE<X*K8U^|<qLrsZ^
zF;+VG%pa8HY7+B;Ad>M-*<iMRJbnMV<oa2KS$@m_{FCX5N*d|2=anGawjrZWo7V!5
za4V2olHKV(?#<lfHQ3n^c{U7uG=<k(9c!(!sqb?DsOaGQzG+ic%Tr;le9!&*J+Jy?
z=tW@6*jmMLDmzcr^W!e39a|2yBH}gB*o7uV9eM+n20y`OdkFt}pQ7d|(HnZD^9)QG
z^t6Y|KYKH-`_gMAy{q6de6`OG5DuX4Z4BMX*+8~ocA6I&Ucva}9PSkcMVt2L+b(}p
zK>AhzGT&fpXkudGT+eP`|9cEk&QT2aM`JUC^%vkQpB@UF7<}trKqTGG9qo#YU!6<p
z6S!>Z#T^QyRU+X>E}B&n`C?Tu<9E}RL)IF*Kn}@dMVPk7P_OhZeLDX5L7!--vELw!
zWJRN^|L~o~SXPK_BBNO15zzezqyT?q5&C*+{uI8e8Q5gIVFPr434MeGij3}ex&xhz
zVSka|bL^QQ6Y4C^YrEHnN^G7HLD1BeCnc-v|74j4GS#F9`EKtsPsMs~@6<*WdgsHu
zdtMjbmNt-OGIy+v(MXY(X3@z()kXPgM}dl6n!d!G52L+sm8tuf{j0H@44^3ImC1pS
ziBn~(KND6Qr(BZW&uGO)x)ug;`@NAo{6eMYKHZGG)vKZKUXy5JcvO1`jc0hEjiFRO
zbIAA0i9EX0;2+n(fAl7r2L2BM##j(qGQW?>k3Tsql--duRkeI9hA8DhTd!X+T<^hR
z38v{=bR!A%Nqfm|>c5c47Kc3&=%cdM7Z{fO!Q@%Bcp2nKvswFv$hV@!8D3Lye+t{x
zabSZ$FSX$D=eB_l6QgArDtedyr^3bS(}HyM7l)#l0K75e=7sdJIjFs-p5|lM8*?oN
z<(UL!5HYW94|Kr(C$-%?<zT40J}oTReJxk^gK@GMKwj-)Ik2~Pm5xAN?3Gjfg{^M6
z_HV@kdN|L4B)q6+k8AMWA%LTd{t~POx+)QDrE1{w*WOkoPfVdoI{GXzQUP-nguHhz
zlQS%<VKZ1I)rrfapaP;EZ5Gp8F8VFjDv5&0Vw1h`MX)H>p*4?;)robyhbi-RiZY!F
zsxAQcEgzGS+q`hpFLeNsNszaZm`{r4xadg=M$GxVdmCwivK@r}+^tDNP0gvdi5%7P
z3rrQw>P}2LUQdwkR`}|tD$9_aVF=@QGa-M1L;6#bMAZ}|x)MIyMs0qS&l>F}+o6pp
z64ubirPa<~rIAC-!?_x|%pW0iRQY0f8w!lhn6)mz+QhuXNYs2@!5w_9?ePo}gdrZ&
zewfaG8-GvX*42MzRrr(^)CvTc=1&UM!;VowbKV${`#yvO6eCB6cs^AM3_@n?uYp>j
zm5!{{2=|HF$vIMJRfyaVMr)pP4p`7`|FjZ1Xccq)>U%JC4RI1R{Um=z0faEPqx_@7
zT;<p<Kb2+7opb%^8)UvU6=4`^sQVnO`+{^K_>szAH8N>mRJ(Xe%jb`+$ULAQn(2RY
zb}1$TAc{mb+soLq0e$+D_fGz-GOhlm30LsKhHME`Wjl$V>KSiJz2??89I`{9!(*E!
zx6^Q4G+~DcQw*D14Xj|)Hbd%h8}6i`NEV=p@IaKui?C4OKz4cu{s0ecCEdhG;{n}F
zBVU5|p0O)jV09I`h4eEU#GOeUQ~Ajl6ZceZBq_vSaV2;}6(FyaKsh7=;xX_4E=kAi
zH6KcLLD7Lhu0uEp%c}SCd1~9yB+C?oz}XoH42=oFqGBP6RqyqRjdAM>F>(tKVqo5X
zZ#()4|0e;#0SYpc3f9+PBVDCi-WaWF@(b7kxo)u8IRPDjEFI<J&c|b-&+%~sck6q<
zD`Il<W!`$;etFAyc@AWk*3q4)*#?&2l+}<V`zsotwpPZtW4aQG7X*s1i}66~<ix2K
z3{|efRSRZS5GGXXg?L2msEBJL85Il*+kCxg0msLlDEr;WeK0M*UR<X_en$!SU2X_y
zMCiALr#CLR2<8&`C`PwGfPX^|HVL0Gf<V~{Jzm`A|L)~g8~%rc#y#*H^*~XsLJYnD
z0!-vvPf>QTJ|_3gz`pfAC6Tb&$$UTkuEDPEmD#f`APP<-i$2RI%0X(r8XL=6=mnpn
z5=zp+06GR3^!~liAc3w_t!IQ&`j4;aZ*5{ah>{;hkFmSJUE`Jjj2eia68!Y$Yl>TF
z4~rXs&wuM}R1w?eGU;IjunRD{@Nc)2p`^yq2WBAKBu(?TjQPs-yb!X@Jd0KPR~d-O
z=%^JC#R%2HcpuKajQc~W^8c(p*val&_^1bXx!N86_HvnHLog%(_R}gSRr0V+Gnj-#
z7{j*^(?;7?O=l($Dl*wEe}|kmv}kC8B&7+ABgX~&3R`@!a$1#d{;q=tfLr`!I|JNy
zm4>5OZbEgk>2An1)Ff`-cMy0D1n!|PwN?nbAYBLK3gktnpCf~Vsi&9Nt<Iv;tD*(t
zT=5yFc~3Uf^&83R+GS%4eS7?0;A652L_eq2df>G4ua147mNq<fh{8=w)%ea>EJp8y
zZ&Unv325{4mo?UIkD7_wQXcJpFg>+kTzaqrYuMl4dCPEa!Y*yZ|9OA_+UZPg{0{fW
z+1XiVXD8&^LPfccv~;KXD(YeY<+AN%_XfI<fxrXwrN)L{tWsRs(Sw4}O-}c<kVPWl
z_qyMc<a!Y`P032XdE<rhIPaIBZ0T9Q+<RJ|;wc`@X>}I&J1hFH;B#FHjrGt+No$;V
z*HW^T1<^xnF~NWUq4ieQ`2bc|hr_r0Q6P{%k|-JxgFs!nN~3QcwZpEG(a0rdUSs7=
zD|$Otcc*f%dP^V~1<#GDhflos?74juY*DJ@1p<Qe!w*VI#=Su8o!&5bkI~fx(ZuGL
zo9s2`9bHGr{hAMh*XxvmFF7PS9NU1O!=zo;eaJT1+<Uh7-0Z`DD(!1#=x*M1>>r>u
z_{;^&69n4HB4y%$sd}a=eFMm{42>J!fhlyjA05=`V|pW@d%$8L0wpo$tCD0m@r8_c
z20UM%JsC0Df}kC<`bS%x)Tk9@`R27oUf&Mkj6Xd!Mj{M;P0HD<yM_U--as=|BxTv<
z4Ck1{f4kDhdMrwPiA@ejNnN{jw!jV_J}i-RDnow#)sptqW^YKFBhd(CfEr%j>5gxo
zBwwg6o<8N^f4OS?2e$lO)rSy}jW&x0ScqsFw1T;f6}Nz7nAvzs+0lOMF3eO83Gs)t
zp`MtGXiJQRotz-AA1Rz6Fd2?#6mGk$1DeXkw8g1_M@<-eLaPH<BTB*M3Vl@q^T6nd
z*(pB+6w^ncq@C7Mq~L_CDZgbrMaUY)k&nUA-~42L*%+;eQ3~B59@sE`KFlFTcdp=L
zg&`Wm#&ziqwAbqj{MjY*bD+LexfT}Jx6w|6!X>lK<mJlShsn0gDNB#YdE*r_OpMqx
zbFRxGoxcBW>1WSCJgFVn$|e^Y!~I9!E5{J_Hhp?hc_LSb`aC;BGMi^3DQobC`dL4N
zQ|4$rsR*0Chmc&~wgK+Z=80sDkuGE0YV(N~o7XIV;ON9t<jIe<sph8<ycUj6ta=VA
z7w2MVIif~~|BAWbBjHaV{59oXgeRU4WUzMDg3t+Siz&9x%;v?&b3QN}P6hX--EA49
zIyD%#f!dS(P6qZZy?W0%glBEr@Y1QbscT4ziYSvs^J?Nh%Ju9d5F<tTXN)6mwUV#$
zI19glv)k@6c&z{-RUO#Vg73iEBlnxVIX8p)H+GWPuh727(v(G87x=fGO`1GwX;{zl
z#2Fz{F0m?KPVCu54yZl!?}z&>RgM<6_{b5PZz#v$OiGMPrRclDCx6O$VscGrv;g!U
zCd$hsvTt7-q{FQat2vTvKz==qZh1^;u;tP^;ix?Z8n%4!DNpAQ22yQDh{<fAf-77W
zn92spCqGoJ$Eg#?dhi<j{8!qhNIdTW0DrHeD~{~~_Ql7i&#R+u4NTh$3?>gih?2fH
zHhvBvtD>6#_=6FGZm|r-oB$$JaG+nH2E2?+1wJF30Dlh%86KH{gI~^3XD1boK<q1>
zp+i7b7!d`Ct;ePAu6Ww+kn?VW;|hzNE#&*8gEJjWp78BclzW#~2Hb-{4z24nXSIy!
zLf-NCHp^%;OoGAy*OD+`&z)+WI;Bzq=BqJ#C{RaGPTMIAzAbp{J1R!dCYj3M@|{D(
zwTb_kS97ZTDddr{ks`@kFIuLG#H@`9L;U4=&n)6H0NKun^LLVf4D4Z<409WUAUCx`
zXlIN0ii;&$4*7jkU#pjrW*m3Y`dI0{D97j)Gy3|?P~A=+dtXC!dn|jZu?XRs`iK0G
zygXuPQweL^if3k#7@=jp2JorvDhLYz$81ml>;0QDV=T7@tJk!iZiI1jo&_ZYIt$9J
z$t3RsgBh5+aFRe~3zoTH|NL`^xgc+(?jjo7IPPJa4{HkJ+I|*C<g8%dPCkxRH`HQC
zxR(3Lce9zyEGj=gmS7a@GINVVjb8VacdBTJ_TP`xJ}|COx}iaS=9?B8kWsp|5Qy}P
z4-GXyvR-X?b>{vN)M{R_m|vw?RE@eeijw5xahC`!6U0CEb1TjM9zNP2C15sJf0KaP
z@upe3nYA5UZml$|NNHa8$8~CzP_eysSX`Qx_c|tqgM;WQC)bFz(w5A&B<>#@*be+R
z;)66!Jaj8o$_hsG!?+A|KKpsFgHDHA=8+v4O3(azno(;i%1pv=Lk%9_wv`kNCNh}f
z;g$1PzStzrNT$XLX-M<q<%^x7E~<Re>6zc_j8a}Pp#urWXvph_S)@%S<4Y%-EugUB
z4XLIAvG?kZH_8VO0HO*liunGXpRL`szM-_Q*i}<#C@FcF*+qf3nYTej3DkaePqf0g
z<W){A6mG%K{%mz*9Mss({Qk&j%3DE5@{S69Dq1!!^qW$7*<s$!FM}_bt(c63NM)=0
zt~%J&0QwBXzO~&m%pAq-^kOw-q@`xtTt6mnZ8h9f2udFtQIajdIt}%JV(35rf<IWa
zWTzsogJez+9fo4o;o=HCV?$d@7`X|%ncT>vX0x%73ok%N0o<@54&a929|RfHOfSh%
zaKy3*NbT-_Q11Wc!x~P<w?EI(6ABd17_U?II8nijOux0w{Yp#IIwuZ|ov#j2+QDi-
z++Ks9>oS1KA8bB;56t(j0GCE4@M59IKA;%>&1&&VsNyV2;5`u|98`v!0)iUIS%rYX
z*Q^b?9kdme@N0jebI3}$cIY-N2VGFA=Kkjd4#KxsF_yM>vd?;YkcE@o@J(z-<nXyy
zHiiiCan?p1anbmwGI6#yDdpM(a|}BlPgR>vf8$4U*HCpczYk7SH`lfZHDBzFZfqBQ
z??LbCr^POd$5xX(#h>Dh<u8Z){eoRf{3;9@O*~~<HG~I>sG0UBbkd?`?N~J&-Ey*3
z=rqe?Cs0?bFZRfIOod_Y>gIf_I{H1{U(}t5$InTK2f7YVio*Z(J$UvVS>Ssa>{Dmt
zK`&!U&c<}I`i(nM-Ob{*4U8pA@b_P2q-vA2j8L;lXos@YT=^+;hdC=u-uWUdE(111
zuj*!=zwRy1-}m-cqw)eSEnp3kbuGY~-4&$}7ONXbGGCGu>NS0f5rs`4=Xd6LNQBDT
zDSce#!M)$coWi*o=85umK<6(Ii=g&XF0pxzk1&1+-&EgrR^`<&ivGTFF~774M<ie<
zOc;5(a{~XFZbxg5mPct^D9f_lN-4=JhE(n{(>(a_B>xs$i@9qJ2}+yQdXF&_Qct?}
z=Mi=FQ?-7ISEoOGC3iwr7SQMx`Efj|q|9Rsb-P{%bGU351=vJ*Tp0_bFrcg1dA$0?
zn(6LYms@P<rguO>Imj6yQ1IHT6{&6`C1EwvJn;@rw+cRtx}lg>=n8eH5l2Q-I~u&z
zE0oL+o2bMQWou-u99hvb?w7|OY~U<JAi3Bt`(OkUD0O*xj3*T50bvpWFei$Lzt-fi
z6BXFV^smNfgiNq6Y`sJr6<ctowaLYH7ht8u(M9-+)hkW{Z4G6^l2Wsl5Ak|~gT4CS
z#Z4nYpTM+2I&WK{BiFO(Y!ZoTQ6kZOqR@u0z^`|LMzazJ{pkq_Y2v~HR4{?713$Lp
zO^HeRVF}W1Aa4GRcO3LWgw=0igQRD-;S80YhskJ3vt+%$D>eE~ETXurcmB@Z8UDx5
zjx1UiBtTGf8q=iB13x*nflAK!!F>(jazFzcn;<bK@MhIC`HM)>7+uZVcI=xZGecI%
zOhC(OE8+6ZGs|kP>neLCM7C{`#dz~|Hdsc!`sj+}d`mV3%FS77<<3h9emb!WwYvbZ
zkO>zBMPrGYk~Re}#=d!0pl-Y*)D|X}YKABBt#2F-)Ff%I$o#qFCy#76FZ0OuyAlkQ
zzh6*Bk{hExaHIk{X8kQ-(kbS_2~`aI-NLv2w$DI+8~Iy*8_}Qsw!*jmwga*<??h8I
z&!Tra89;W#9>|WUq3)uIYuqf>(b@-KvJv%aR(<Y&D~{WT|NBC&@H2GefT}wrDX|<N
zSA#28u@3#`pHSR=Bfc&81qD2F+xQ;q18u+lRZ1QTyq62q!2+uJxBux)#gx3MnBUAw
zfQm7lE$yRK3F3AhvP?<2oa$fZ(nmkyv>V;{9FfX&llg1)Q;_&<^jHa8n)}N-1R=r3
z_%s~wIr?LGRG}yZaZHkIWab2sZQ{n`gvAah#2zS+Z;g-3UT!L8MGneQycLp1{|G?#
z;r5mXp9@1+Q|T7Yf$Spgw`SzspSK(icMiX-dZ!kCu8vs%^`b!k0^goMXDBNt7vg2w
z*UXrB<hJ7?vB+t+zVh+K;Z|}1yaD!Fc}z1|DavmBu#tMaOlAWB7g?fV70}3eOlNt^
zt1ZuKS=F+6O#Q`8<Lo!)=MT}o8|2gd=1EKzO?Sl&AWq8Hg1{qFYvh`uS3#IqE^Fj<
zyuo9+b!6b-Jl09qb2d&Zd(-oH{}VuTS?mrB!;IFXBwKTzwhlDemdPiL=H^L!;$)&Q
zE*=A};U9;evgkLrDe({OY7Fs{uj_bS<b9xI`cnLi$Xt{Q9CxqqUQa*FvSl$<5TiK%
zP5|GacJ=<@x2ayC+cg1f#^VrngV9ET2LaGAuG-{auB;qS*v&X<9F-c=hw*~>r;v>q
zKYy^Vto77>Thq?Y?yREb^yLzJ<b6aBMDQg!HMhFDxFT{K(3BwYG(XCQ2;m?$0C?^8
zp>;@UV9Nx7l07C4GZ&hZc~`qtPfY(qL#^i52#Y~GemsV&K7V^xHn?zW{ata9l-s9`
zsRXoX|8+`k#>`3j2ur7pFlC1auX=~=V@#610b)Ek{8id(-2wEf%_)H+jRVV7tN!q-
z?90=qNB3s5!bJd`2<ySOXg`0A8+h*hWQ17SmGps?o#MBwgOoep#re@9gt75CZX09i
z>maz!GR*$?Ne^o+R=1~#f~Uwbb(gID20(kE_vx09>2_E~ayn}^dTncRsiNDJ7r1Pa
zu4NL5BL3P(_eg&^kUfnWba|-AmAa(zw%I&bA^eG6-x%(Y6UlOZ^9!5P=_~H*W5*A7
zrcDNsj@4P>x_WgVtfDWxW^JYt76;9BMyvMn@JEcbr}?DxVgX#qH1IgzE|xww_G8jc
zzl>rFf)VHUO!ZXD&d9fY#ZUQwwSKc9$u>lkpEuk-?<hM(^CEV5I}O2fH-IKVxyot?
zXB@;&tM_72%c?72J!<O*>|@b084)*ATZTP~h|Ab7g+1m~E@C+_ze0Eo5)Ak52L=dM
z)Qe4G&!~5zd(EF2$%B`iKV4XA?(dQ*3OrE0ZVb~r+8@h+>#|!mCUz$xJN|xIeP$x$
zyl`*w7#-{TrJF<_Uww%5r^^ka|5@-8KW37j(3iDC0%Kx!iW+DarAN9(1%;^!(kooe
z)r+F+rYhO2;706}c)YeRXd{d-%p-z7IS0*YbW=Cg(Y}*gvCqCc00F7e=?Si{XU5-C
zH>_6B+oBaJfC4H3nK`B#?*s{p<O}ay`T3gKci*qi*{`tK(Md+xthPEvQHfFM=`Zy>
z*i9Woi5QdiVLpneihH$3w7H{*i4n*Z(3aIpojlGOP#EaPF^Om%fKqMMB~y6AB|V+7
z2iI_6CMBSOjCR9#1d&#D6$#>~qz5*}E0S64201?)Lu9qRcqol!iPxAdx9=FCq!@+s
z8;teXVCO*v%{sb`8~#=(P{ow$j}enDh!Ng+s9#kD*8DE&u1aW8{*Lf-9MC4ByUQ%@
z7P^$GaV4;O-}?KLROq6q3oSJi!T!7htpEHCmuBC$$r>U2wAI>yiAi7iNwFw5$CF#%
zE~!-)o6%&4VZo!BzC8~W&#=yWb9fN%bgR$8q7a(7uF4=4N1IzhlNcIPu-!WziM@_8
zul{MDzpHs%Huq-+X<`_1AdEh#9ld?iLoNNnchR^t98Q)<W6;!!-wPryMnuUwPjN(>
za%*rVt@Q#K5`Q!~u07xMOdL;_VSJO|_G>-@81P~%+}Tj=FoNSa0kE<tdbAtvGL$^U
zK;N6GN6;%D#C(}$R>!;3>7uyB*Y^Vv+~T08lANN43%5#+aIn0Ri7$ds1HV7*FYn3G
z*wd6m50jGc3u(~O$>li09@*Jit9;J#(+mkBS-kE;cb`=s{Qap{XPzmTerG)8l5I(`
ziFw3NJgX6H0s7^Zh5s+D5p4Z++D24hZwykCOTJhpV~X(nfe89Vn!_G95%t4C<~u`w
z8^KvDuSVun@=U7Yl<~YHnuTW{ccPmU4yOkL1BBi`!>HgvKIYcEo)Tov;!SO*=*w>t
zHi_TtbIZ3L5zG-Wpd+Ue6-OL2JKjmsBCOsz<`&_qqV>&xn!Z>y2}Zxf*hTOvnLB?I
z90$`ymMhK15Hxwl$6LnEQ(yuF-i=qO6>p*a<X<Kl{YY))r<PTxR65$qB*t_Wako6w
z)Mb2q5or+hzwC+v?aPmJ4k}$$n>;<3&4y=MR!%|+-kobqWmTn&l*b~#@@iZ?eVob>
z`@riu=l{z%M`sgBmAAJGe~uE3rO$e`!w0I(k{9rUffyNjp6@}k!U#BxdjIYp(I4co
zgf-G&w$~m#yuSh#CEU6+uqb;&3ZOCwEr(`|<>|?eVtG?|S3h}*_E)r3d63Z6rJKL&
za`yD6zBbhN^}g5bn#y-Zg@yf|%3<}0#h7u_{6V|6W9~B`Y>_;~;D2zpv%U1zwMoQ(
zTc5RL`_Ri%%l2t{Dt{xZ^V$9Ly=J51s#G3p*W@ods~HGLLY3z7VYYBvu<(4HUO?<R
zC6faqz2pwOzX%dbrBb~3j??}>oV`_8Ty2}J8wex>cXxMpmq2iLcXubaySuv++%-4^
zcZVRs-JLzj_y66!R`*(aU;C&|kg8dA&3eakk1?Kf=ZjyfM9F#B+@S7@mLN{4O*|if
z^tLi|LyFgG@2mY9ot`&gS37JLQ#H+ONmQF;S|bg*JI|!9tV1)^sX>h%a{l~euwW8*
zkMy-F+~sgv`Z^T9mTU-xQ!bWBuL^cZX!t5eG2IWSKu0r~A~>c*bH%+z4mYqE2RuMx
zd_tsBt7v3YIFmM;36W2hbb@|{x0CP);rJ8Uf|C}#2x9hW8#{ziTB|SmiQ}4SijC3K
zmZ36FowkV9k^i;E_xN>{qZ3gmB&FFDdHiE~$7>zcfZ;Tc4t;!T@F^k4XnjWGQ@kB`
zL&VowoVFy)egeHK<TJl!w?!?W<Sl!pvOCJf{%XE>YYrrwlM!>`k!rl>1sX&u?RY0w
z=<~3XN89$qq|XVr=f`Ti%oSWJWc`!`Oi0%*wA<tAB!sMfAw#%}Mj?IcqLG*iei`7-
z8ojq=S9$(^v<WZ7Atc(zCT&QjwD+v+^Q(7EZ(kZXaWriI^nQ6W0E9vhgIJP8vp-#M
zr>{ewq(Ezck7O&5Y)=}uZ(u-cop)O^Y1TYtP+-1vD2GP?14~jv6!wGDQ;_3}rB+Jw
zr;D8152bJuQLkkvwUSylcO|qN3O^*8PW@<n%?kZkv(jJ`4&w?t;f$cnlr!%*J5}~p
zNLo8=@@jGuK5>b|O~^lOs;r*{d`jN@nShRV+Jp*NNnZA6%FtEh#t3E$JH{)qjP$WU
zpOb))zu^NxCJ&9}_yLFsnAe`IkG1Mgc{vltv{Z~{quLlDzm{pTjCLI1WD#%}Vv-36
z?j|p4u?KlF=b@0BCUU4dHGUsU^o9j1^vzt!{Z*fybuVUuB<7h+0|}=IKfI{M4+eo?
z8kkoe+{w7>kQfvHn<CNpWzS3*NZ5ZqqK>H)#w}c&#X<vK0~wxuPB=WrV12cV(~1FS
z^Vsn*2QP<Kq(7w;nL_?-tKbvE3`!+)AZSo`zmBLuO=kbzPR+b9a61!tN=M$Ntdc{w
zuf~X{f@UVuJ-b&|yvQyPqP-X<niq`R{4FUF8{U-!+_R<~WDXEw$c73Sg>n;8Q%RFA
zWTq2wd+m$+$POe2x$!3c3?N~QFl4=p3Z_m2$1NlY*qRB@8>U^J77vId(X%%^jx}z}
zn$vVGl7v#Zis#lPZ(gimAt9229pF^$yG;6M4jj<UMeYB6Kwr>3WOT4B-pX{!X;g$t
z61{)cVmMNhz;JVo{F>7k+POTxQHEKMZF2O!WQlQ{C8bsMv)FrjUGU$kNAQyv2M~Eo
z{#b8s_^$^&c85cG*lSlnQv?D*!eL0dhX?9vKp~Z70fCf%1P>5M3H%#KDSHp3l$Ezb
znpXlk1~ep)l4E@Sz0=z0T{|t=Z2X$VaXwDTLbt|wZ<+R;CX!wGs$+FzbMQ^DAFzX|
zP-i8*+rb2j^Z`2<@C1+5&h?~E6^PK<9rnF~Z-;A=0U`6wS}@*O3saJUR_#LLtMYrz
zw8neQbfR5l)U46jddGc~_5Y+&#3r!Zr;Jyjl6TP-$~_7NOC=|0X~iz=mZ9HXzU56f
z?8^Tc4BC(xVZt(^b<@*JyME2T=DxB^5>g;~iPrKk<><T}01nAJ=jpRb-qe>fG;k{O
z8;2WXdxf7{4t@~__J{@ndg;oQeSE^tLAe#tLBmX3_gy*pd80&ngW0}5KV)QN=ySFi
zXk$q^^Ez}CS>d(Xo_+Lgb0@R%Uk(0FZE6#vf;3&VPIc^%;QfO`OLOWI2NaZp(Rx;A
zSncSO2>5U1bm!9>Hj}dY-C_UBB$sHFSK;)9Qx%oMK*OSb!mrK`B@>Zgh=pGSzKpAk
z*6{wgtlG62r-F<r0t9|;8EBnw=tmjp6T`h^VpxhuKHa6ZxTa+D(Ysn^@YzM?<HYAb
znlgtK3rbQDSXzz|E!xtwv&Ph?^9daY=g^Ljh-_kRV@lXmX6)x_u8W32(Pl!tkB=R_
zW}K<(m-qS7(S?=)b+2I~J6;B0ka4S|E}t6*stS}_>TPE7Y^`qf2JxJt^Edf7hM1LM
z-;3jMqY=gh5u*KF99?V1=`4i$!0j{oO;xYcqxM!)jQm%ob2XZd3b-i!TQ(!;%h)#P
znX=0NrsNx}*II{$L?y_rvSvtmsG>QZx&CJ4{Ug$1VBa2o51lmk_4QRVVZA*~yzQAg
zhp`Ricex3Yci)W06}x+WV(MD1&#}%718Wn2{9*sSZh)_X{l_@fXo3#T>~B7uN(NU8
zXvFkY&HA^q&sU(Pwq99NX_DFM<ry3KHuOcfQld|f*%+e&kHjKfzTur(s414ns$nb7
zWT<JfVeKp&UywX!dW#fH`qy`hhYaueOQ_`#uq0oZrtB#6PRqU`hD`RcGagz-bJLs3
zYkvw&6h}fr@lE%RW6r*A&JjH(r=>Bwp2_kUn{&}I4^<&L%Vi7WAwiaa(tBYckKYJ^
zCl~$F^S#V&Pdn~=M})T6IsflaTXC~2?p6P`d|m40h|G8$n~Nvh+c>)n;gF;yivXre
z9o09aoYR|wu18EpV2Bg?I}K;zi^(x@Rb*73Hh(3w<+DR@-i@4d02js%;ukfs1G=Dh
zMFr|@S6%PD!+Mm@EQR~Nsad1%up8bhkb+B6hHv$;X}{A?*Y&9yNw{k8eoS#8H<XiQ
zr}qv2+?x+u)KJ)%yns{cqrGYlWHwXCGau0~6b(-F*PMXrA4pvoO!3AC?Bhzb<R-W}
z>rx9Xy(TnRe1_0F(J8IyDrp#DeN;Ex1T2i?`%&%mOwS9}{>tntlVxb9a71g9#>cgI
zB0^s3j_|)CEi^=?Ru+O<j8O}!p6#$>eMyHQrAop%dtR=1y_a8CgACtHuZ_$|DYQ{I
zZ;pZ>Tn#2AgBd){;%D!o<N{IHuOj<ados>-Fy~fW1ECv%h!P7<qgX{(kGyBX49Qo4
zXy%+mz+sFU8rnU6(`8q*jDCLvYa93$l>CvMxXgm9kCwFDRQ>C1noEs}z0mBZ!?J?t
zL1PyWcfTgNxv%Za*$Jj%3o0>S<~%Q=73?a%0!ipRkFsKq-=zK5?`8_TJLYYdy*}>t
z0%wT+7kx0~1=eU6Nb=DyC+m~CEOId(uxI_R5+;u<uNm@b*lzm>Z|=-CtDzYB{iK6x
z&}OO6MeIWMtr1u*6eM?LBPv^BsK9DFiN5(`S6H<-oOyO;o0x4f%S0{F!Z4Mezr4nj
z=VSr(w!O2HkfHf?lpMB_X_=DI{vV<@|G`|~2oZlGKwA*y8!DH?^VYEXZeS7_kwU#%
z0KBsUBn5RycRRPSkPj!_({Y&%a5M$W7ISxn1hkvK_;zFR37f)NE{e+fGJ#tQQ?qQ$
zNRuiy0V*UCvIH{<$L9H>Wn00x{Nw8jSDe5r{h@x*bdN`s+6jaI9Xf-<U@X*yUriWm
zB>BU}^W2Tx_xYDAEQB^T`TVHGE2X#8CKPpBX!x=&n}RJZF7~$GCxs4$x+`=(hU8Jz
zBf+MRKRdGwNq%5Ww~rC-TU|E6c)mpHu=STt_fAv@M+QKn_2uLVe<RE?2j}NRd_*`g
zfFksyiFjtyX!SCYHDFkG@Z!&9b>B;{F+PD5U?)%+Dr|woIi{dsR(aqO>0HM%FU&Z%
zd--(M7VBqhgFWr%qmxfZ`pCV_U0Ubml1+*|NW?|NHj9TkB*JD!zp>zx8nPm?D~_a}
zKNhCOo??5ygu4evw?FBTz<{Iwf`ZonVhm3&A7Ea0!5g=*X;zZ!$NaX{8A&@*w687c
zDex`_jh-7qm?+48){qs`8i6ThubOi21sHrfxF0FN@V@O<bd^q%m<hDPpgpK&{+50+
zS!pI!NSl?FRjo6(Eq{Ha|6~_O8QmIe4^uK?g0!j%p&uUCV`6$VZ9<@=20dtfnRauu
zwz|6ex{A(ZDY!@~w!JCIP+2F)?27sTN1MI6wYyvENUe0G?f887R+OFRgp>J5QUXOl
zRuwsqa><-Qn~Cn!67<bjm10h~Z~gqueF=H=3|`9Od234dK03YySEW<o&iG1Zpf?%Y
z$>~hF>4p|cz_KI@24=FuNU}jcEkgL<DX)DOT3>_)sd}H(LrC@&J0ed!;hBXe&ETui
z>T<;Gs0#u7k6J9TCCoIC&VX}a5e?|TK+Z!yWVc@uolmhA!v)rF_dOUWIOtFFK9Md2
zF;i6^^lnGx`tDt=giHV~_EVH69MpWVzbNG|`11Pf679L&VKx|f7|D5!R=6*+*{b0?
zI#Xl9>ihhR7;*c%x=!Ko_Q5WSi|LEO3rl+VXH<e5ZxXW*WK4R!eqh@Fm3BsC_w(s;
z^Y=s^?dNreTiIM+YV18i;*qVo2qua^h2&aYvy^#T?h)FGUP-;9+J1v8K~b-CE5p!7
z=1t~$kRIw7xWmgk7#J$Q$UXB8y?W!Zv=E3|3WMAK0fNEUe^F1yUo73__R$VB?-~{{
zSrPjzox$#Le?DAi^08`lh8w;HHc982n%?M5=4cbk1?O_9&96+M&wtgMpaza$Ht-_5
zcvBH;v?ScD@WBlOn71mYH;rjXc{zF$mQY+n843~`KMo9JR{N)!UOZ-YlHL0Ll0TH6
z{lLS=5HE?>Z>a_0bdXb5Ja-Y9@tHh6wy@zP&7hb3X&u+m;fers3Spzp%QyLep^zzx
zhXEfg+oLZ{il;RX(r{5=pT5WXZWGBpBX}x|u}5>W#mjuX{NoTVk_cV>Rz7M4r+tsh
zQch7ra4Y*)c3BfJEu)QH?#qGS1VzhR61t?5{9(O)uMkyRAuvkY*xu-$%{zAb8l;HS
zq1VvG>zELTX(OM;@bMApWb?+Yrobeyu&~k@@;`5)^lBfzP+M8IQj;=-?*<ZgI}kft
z^z_@Yel!aeK(#e~2n#6V4cV^vmRF$Dd%^v-O=?-iffPTU?yNeHRd*J^!0mjwBjz3T
zA$w}c7y_Ir12}SYe<9-I>)Mh*r>QeTs~Y98r}))PR2@79bj`V~e0+yQF!-pOV)u=@
zZz772H{Zb#QItEgSL)TW^cMSn<{6Lk>Z{tXSP&-h(SPu%_(|-}NQtC@1y7B1w<c`4
z6WX6Lqt{1>yOYp536mdN9!*AJ_=M^qbOglch}_JJ61UC~azQ!~=sSAnQEp$=$9TY_
ze3P!z+~E}o4(36aKVXTtZp{k9ed2K40#-D^V~KoK$=f3{jyuRlcaj6+s>5+;9P$6M
zf7P<CI!Us&9EmCRz|jY561hQyOxIRz*2nD97uOycoDH=YwD~R7;k>fpsWOJSo;+-^
zW*_?)8%O<|WQo3Kxdwl@(aPZ3F_2!4kVN^YMpbcl0KffKHaS+nzx1P~a{CZ34u(pQ
zO27ghJn0sa75$9*5k^HFsHga1g|NN?ynklVMV1T0rnJSy6u441%AibYT4pGIFXTh!
z7f`|}Fabxl$qAKakM{ZBIGU|T+{8Y!CW!Z=IN)-PNW(L>zdv@c25nn{nwo)*ZjaiB
z6>`Gturt|;pN9<Av0_R5PExpozv&#>!RNRn#Mv>CIrb;j%jtL$DzqjF-Tb$*?)yI}
z>v{YRpW;)nJmpY>Tu&AFqo^xuB>L1XKUxx5dL^mW&X0)xU>%e88o!C;LzG**Mh78&
z<`S2^`gJ+&jVHwaoDU4OkVP|JP9uWDd~>oOPJg&dVp#jEpplHLGmRu-OxfY0Pl7m8
zF1C@n1C~l!06=SlZ+E%A2CVQaD#+obU<3f$OO=J%j7ivP<$7LB7^a@Ys810y7S-|*
z;*9DHtEc@~t*5AZPkf3^gJ-(<I_-2Ktgmy;?uzuW4+dLAc3k!mWDN@1S`Qbx5Rb)u
zz9y&VxsJALCduVU?Xy+>qg9?=o+J1l)S(<p0yAyX2eT1Q5i$n^onG2o@z?#CFis2S
z7*kN4Q*8YLdj#f~QQnNky|@t-OWoD}t3%yQRZTr!=9uFWiSzl;9l6fcR2)YAmj+|D
zawDyzPL&v>urqW3Ue^DjVda77Y1TGvS#A<V8?*D852hVZ(?NCKj6_uczSLMrUNEEf
z{1Refe;iH4hGWE|vxU)h&le6@qKCRGM|gMlMb(JOP;>O5#;af#j*SeEz=9MG{~9tL
zgoDYqP0of%U(~PkEBFzPI&DL@Gl&yhk~;|2$1$o{Hm3X=y-a=s(bu9IT2+){Ts`Dg
z-C9HLmpm!eubev&nE1=^&tJ2VIFr<D7_jWEyk6tm^?m(>p>vo^C3Q3-AC2;CCSOTs
zmF`Z>VDL1xorCT*xsPm|&UUY6ygcGy5d}SR;H&_3x(8yHkqy4*xEb#l1lsH22EBJ!
z;>55)5<mGLbkQQN_dCd**3cjbuWPocjhA-rld;ND*#z{-%C$viT8Sk`IknT!<EE+$
z*3}`U#rTyHgF8ufm9dh#1t99FV1^JOciEFa$bt(4ULlAf#4tVff2(_~FX&44_0?a+
z6^#>eoJ)3;&$qJC0H@?bJ9A0girmVh#;~nAHK4f>(jX&&JPLURDwM(dZ|m1war+US
zKNA2dey_?baXJqe2#AB!AO`}cMG$##;!Spy4<Uu*ew(AE5)_kLV(g%ae^X~2MSJ;v
z@52MZ%xy~?U=gzNK&o7_q?a8SJE&6dhp#$wO4{Ho?>Zc$PY|e}_|N&mag&YFAuN}(
zWJHJY|3AfVhp<Qa|3UEsi>0ECY7u=eQ#Lrc_DW;hynnGSdhTcS<KQZNzD2~t_%4&B
ztS>`F=_^7K9iBv5R6<$CuPz-j!TWX|U_zmg2@gy^4-6xB)gax*uNbGu-U_4=nG<<E
z1IsM&%TX@TOJ_Z36Ub$1X3^$#B)+)1GC&ZI7|N##TlQmcjO#N~_Em|;>Wvm-b&_N6
zL3S%^hN!)J=Avf7-zYKPAbyXgGL@E=Ze?LUxQtrl509HvF4Uh0p`CjEwsAQtu!?z-
zjRrsIKVT6<>#Tf=J5BdO90ow;uW6YCvpW|XzI*a9Tk>!Tx~jKHofDI%KGbZD!>$At
zjXg7yY}v4ZZ=a6uV80JRcC{`<B{J!*pE6zq%$8iO+-fm@Pj(`)*l8TYYSQvZQc{GC
zp54%v-|H9|KD6KYL94b%MR7Jg_Gs04&=J7%BK%Z|#=?(NXDp~9<`2^S#rS75_n%Sw
zA3Qj62~<o9{{>?@>T0et)=Dqr#SZ@!EhI!S&fX8?mvk+59k;!;rb0Cij#Ih;ZJ&6I
z|JVY%8H_GVwqcCH1|6bBog)vMN6<mszi5Xs#R?<A54K32*Y<ghJRO}QdmY|siICAr
z)CO*9O8s3t)nKs@6d1?=AHkizS1&g4%K-N6Z^wml1};$ltFm#|YEQ?>$$7uH?DF;i
zx95|$pp!8jq2mTpqEitNdehhbdRr`!Lwks<=IUxV+fn|G!rGbWDH$1`J7*<{r2NK5
zJ@;NPI+@wWvquH4I{Xqb=ln;W+B%=N;4ElUcB;|w;p&sy8CDQirb-ld)gt>ZN52+O
zP^zLC7DZ9Q=vNv3N+?yf7F8A@cYPv;)Bot)?^#=LU;{TB5L~`JPS`$0rXzmng<&eF
z#e8A1(xEyy@2`rMtv-im)*~Oj53^|8OTaZ9Ki+k9c6VW3VtqF7fvZROg^6#u#6W>K
zGANL^WbUGykG0}yB#7|Hy8lM%14gog5B&tBQ;prtD9b`6=ulksQuC3Vyr`mPG)fQF
z#XiLEHQZ}*1)3*!#VeJ^mRb~G;i$(pkrXb?2W$)^v;*$yB@F{-gIaPCU}1at-v!Il
zudyo?(bLRs|5{iTlqQ?}J-gcJC5?Bi4I<31+}){ssxn_|8_X@s^=SwWuRRRpxeE_^
z(S=Dn9{JhR(>@$39LGs8<iuqs8%aQdU!|(s+TbZFO|Z`KzBjcpj&S1S0}p>0fx^k#
zvmSC%{pHBf`q`eO$=mN6B5%h_p(}K!SS^71%F9Bspxf>ndlZRW-0kyrMLgk<T&qjU
z8=LQ3t+3k7&d^BN@2{Q(8n@4yS^VrBorM=|aq{DDYc?{B7pU|)`bJ1sS>&G)KSx2;
zWj${;AoppgV_Tx@)qx2!-qoN>8bkPKY*ezn^I%51O9uCrU>KNSIK&QLj&S;lE$j|R
zjg4MwFd)_<kDO<>d9YbQK15XS6iQn=##Y9jX^Fmq&{mdWJrCsw*G{-gVXr_DNP=!3
zK;s^V+@klECoMTy<x7y>UqDD={d~OPb_e!EHF|X<u9S*}U#z=i&^pgX!~Q;y#R<RO
zYUNAL7*+h_Vs;)%;ndRkM@7uV#CEOZX)2WBk}G#JG;ge^S>g8Ww2R^*_H5<GJ%~37
ztSYPiD5+ToFgfv`(joY!e_m+CZk3A9)S8X`!OJ+u5U*olxb0;>yddR72}*!4*z#3$
zjP!$(8Iyi6BaJX+d>t74>s3bkfgm-3EylcsWY?ITF?r%dzSj;^WOwWkv?1O52g2fg
zRkK=+zObfd27>;7oecow!CcEDKTe5K>6xc?QS<i|znlAK^r75zyR?L-+m3WcHG2Z8
zZCdu9C39r))ACVVxAFBUpu9-lPxMJiqDAtt!WJ7{tOnd8^toNLUo=C=`wqQA7k7g9
z<fy0e3W9zz+4<|}haI1nA&3UK`Nljq9aA`6Xf5W};VkJ*$)QE+&-8W9G=dWn!zbjw
z)EYK;2qcrzdGnH-ODBvo3ln8O$QcyPt<tym7dINtkUh_eFGp~#v#LtzK-_|ou-nq1
zD4N{WJHOp6oDNo7=DOX~2Y37Rv#TzdvN<YyeSblxN1`q_^8L#9QMpJo>XVo?Pxii*
zV2254*vfQ*<4ln`b3K~uPrn~GX-!<bG=CCC;2-BVY~K<MB}FB?Tv2Oie|rhm(iNXI
zV`&)*fFQ0H^28$U{(b@dien`jy$F+0MMj2YpcK}@H2;V4x>|+Nv-n#gGtp(np8cTk
z4u%|Kg$<a|P0?)sKU_Em8e2#|E7>$X)DnHIaL4U&KHhz|-h$PSo9LqdkqUO_b($!~
z>+FN>hNEyXHY@;Fr^k7fG6j?99bJUT!?!iRi}q94oHc;7x0X*;L)i(t3yB7Wez4T6
z0198ir>KHA9D1<cGV8OAssHu11M$3KMRViuzW&>7VkKNBxIdV($rGf_HSm35n}Htl
zrDy@&VHl`aUcVm+QmRy%V=M-$MSerebsy#YC_HpD1TgcbTCMz6r_=L|auvF!H~+Gw
z3EIc4wPDV{fzGa0|5kXBf`ws#RbE?PQ|yAjqkHN@J$@~Ego5E`*zY+QPy?Q?fZrsi
zz}JUyQ36p8jhuEenP4V~;N?)sVTz#j0lX6Qt=+S=pAJ*RqUNhs4upPYVTRR2Ch_z*
zs=~fH(cxkRF4Gq$0w{Q%Ge+yOtX5fjSH`GgiV{2=vz2vTflScLtH(P9h)&uOf%u$*
zyy0h<CNco1pW&y7rTk34IR9YVS*V<?^9qjhPy_?dx4$<(p)EEy|3hhd=zOLviB5;N
z)<jEoE1mEeCa9^zC?I~p?d&|$Fko#kDF5eA;R{ZiYYO)W=QrK#&<=OFtj^Tb0HBu4
zc$0vHFei!#%6IcoYb_%9TlM$LNcmp$k8yfRvWQf^z#2UA_`RToxNNJy&9Yb<%(=XW
z5FFvQb#n~m+DWaML{gfhZB0_wNW}QS;;(|As%=q-G|<QAfPzHrj>p}xbP@b&jsFg`
zlL`ZZ$5XsgR277BRce-8(0u8s6Y4RVMxJt#lNWNg2PeQ*MO&5nI8~i%EI;$y?*;eH
zTdp0Qbf!Q$=<vV^d@u9HpB0|)=GQ7=%~H*4)Ddx!en~nK1((VO=wQ&sY4Os^9qwwU
zCH%bdWGnK4swvmk*+6GKzwkD;<rAm#=7|Fhd3(u&{T^I&+$*?)QHpTPB02uy)xpxC
zW)dOHLx)e9YXM?pB8#L#SYB3|c*r5LXw3YwMmb}^oSC0V3PmCL`=e(tu|Rm9v>nd+
zbNrX_&tHCO^YZed32yi4q7qaT(-xiUpIO=^7fD2egT_dy#E-K2BwoGWdrRweO#e9h
z9j~>Nlf7Yb+~V|AEFL2XKn*i?`PWHjQTglLfj&n9hd`2gkEXLtj3u|vTXt{NyNFV~
zj}{4m8%ZG_Dl~syeXg9uC?j|QpfW$v8#<rYb4m6&{=POVP4KoRVU{rxvBcTnkP{gl
z^lcEcJ#}*m3&qF?kZ?~}%9qni&nf(2?HhgEKZF|O!17*L?|8X0{C^uF^h1RIx#}>e
ztBxtYB|C>_ve#GTHCt}fJ-*Sc5t2fxYK{(k1!3ZH1YIm38j)#$E;bv0+>K)EK=WzM
zi6IQiDW-MoHN6k}NH4kkj?N`8HbbvX2;+0jJ{J~?yNhd?K0KY}V1)5Fw9dffZ<U18
zr{6i_lX1!8W#RCc9yS>236)LJZ^UEaZ;`hIHunZ0kVwc4o-p*wKE>~p=+cwqb<2Lr
zuUmu=T__Q3KiLn8bu|c=L+fc%mkgDh640AebeIja`k-a|P$aG5zWC;2&mM()>W0!N
z)VCjEEmP2+snh5RrSGJk3|&gm?i#Y=w)yDF%6c}ctF*=%5!Z=Dj+?4{uHYvS0jD?O
z_!NTh1%VHN*e5k<#@QR1rsCT7(Rnil6AO21UQpq4>(gGNh3t`(_4=b?JEyMPx6C}a
z>Cz-m9@U7^x_iA-aK#Ob4hmKh5&_Emr~VqY30&mL?aw^bmygb;#;xiC!hl6I*Hiy=
zWpS3YDAXK-yh-|q&{VfN2P#xTI(Eb`ukH=_iOmSjS$h9{m}?b=_haclc;2(isS7rK
zSpubnS4Ceyy;W-6a@(1cQQIH>5S~g}<_}YYbf0P<iP%|xr!IBz^|#F&36LuOq?GV<
ze#Ie8wLPB9AEoMz>g<&eg<xFMb7eDR3Gw`Q{e3JYL(?;ce)thv<;vs+hh<&goF1}9
zXCDP+j|1#B;I#6XW=IZL$_z%n#bA=eO>~v`!w{KjRY#zlnHo65pV<jzLw^yedv4q^
z{Z3h<uC{gcK}qONzKO2pa}p#DLE)Ep_n%3_%sj7+IGxbkV4-K(D?^-Z1U`l`&HL2z
zt=A~55!KMx>t&Ub8_e59kh9<&K0Hiyw_x4-^ID4^<OgN<O$!4GL*fwHFwGgo8<;U8
zDcVgDOYpycD-zW#QdMF*lqcD6Lg0Ie4Tr0CKmwa8fU?56o$bJ+Z`FPU$NJzBMPp<z
zuy4zZ3#Mo&Ip$^kq8fKuC=Dbikpy;1FUn^j;I&%!85t#e4ufpa6ER2hk&4zcXUZ9b
zANjH)dt+$}ijus9&%=3zx(6L<Ox2^16=^fU)5Yuv|4Ihny=nIEzekfiMo+))ixaYB
zaO;=DOcadOzrP`iq!fmYSG1#y#jEMh-ccHC9!viQ3)$U_-01AIZonE7hTNjb9!N$h
zz1NRm0DkN<VxPOT+l6AB3-196p)ADMqDO<NlqRTGQ@0yNX`vwJbrG@_gh9`=ONXG{
zqw^~wvBgW3C88rvNl<H22^bAbB?V=ZP*3mdTxl8yrw-U+7Zwin53739B#!n{fq?){
z)}Ih_VfO)Y48nF9;UL8xa>hnbz5lC6nU|Z2cwzXD5dYf78(&@rMx*N8SS2Jy%Pxvw
zMIZ^{_n&3EH&Hhs9dXnJ#_sQKfJ3wYgByUHgxA}oVyikKEqKB4-=^fUi;;gDjWzvC
z!<}MwfQ@XFVE?ifP#MM~<ikffaPU)oL;cr75K}SjAO2{QO$bGHppd2FJT7|z^si5t
z;y--COo#GAbWtC^<s8EM?3cIxD$m&kh6j{BswHv%9v{5F%9q<8l52W{Q3s)$^MAWx
z$az2;q^{>0Uz5Cu72kJG_ive%0z0Qk3@L$~)4&rP$pXjQ-Qi`i@8$|VburDxc5l)D
zy9+K00qCjWHQ<;daR<BvO7G<`|MEs3ifY}Su7#iNCqX0(KF=?4$V9HbC^UAT3f)nk
z#wcpv#*ucsk@LVc1V7=xL@6gOLeGGe#=Z{H@-oBh5j0=`-sN*GwB2|AvPUJhsQFcG
zBBYT>qujhlAt3`xI`n<5&cngMKz|L8LR5peOA*4?DO9AC(*3HdpVy=LeVab2j)Bmq
z1#t9%|Bx?~QX!^fiufa@%!%<w<l(B82|v~zT4>4jKj#F`4_6!<B5REMJ5g>{%u5fW
zH))NY`#>D<`Q$XS9>yN;uqLNNz+6hS>w8u81o3ObZhc|iKQv#lWGrPRPpl0^;8S42
zDe1qsetn_Dn8F+^FdqVheq_tLkvW@+$~e|!XwYGwWrQih*c%azxz>pX^ZqJq<^dIw
zXZxOL+Ojj&7(N?=w@B(^fcII>i0jC9G$&6|S$(VB#G^$_H~^rBBDh#ey1mI?d5T+)
zaz-N6CX2toc(`P6p%DGDsAT?n*R=W5q6}0WaZoLw#K=Y<Ze`~*F6g7sO*2YbZ|bf$
zc6)wrxRaL}79lN=nSf?z7EgcBHC9>s9QLi^%j9tUKlI=3ANnuAYg*@t?Y#iAo6LpR
zoY|9O%nn%5KyUpl)>@rnV`D26M6$*lmJ3Y&Fa&%5liQ5ZMw;H_!^3XDNlr;YcQ)Sk
zetUS+tV&TizNdS3R?}s?G{3r{`QqRoH@3RNM`0t)6nK$?=?g>!6^bN{tiLZ_U$)c=
z$j4kSSilUP5k`>gK64HO+cEoG9Dl7y1zYt*q&kK_>nwD{V$SH-5v`U6*mX#1LpoFZ
zS90&hQ-=?r`?$<FR2m526M}lmAozRnII8MR1YIJEyJV2+O`Qba!*pIF?$&wgpvA51
zd`b%Qxl!tOsvE{VEGun^J}BE8u^I1y9Y}GAh^=}%4Z!_d8~)+`=zo}^9rQK>Z}{|x
z?;fvpJTsx^e|T_z)RFiNF}Vk%=QvU6F1fAD1K5lg6MZirWY`VJ+^if8TN~+B8UaJb
z1P(+Q`0(C`+MlYI6P1t3?b9agDu4G^7rqcRso@oxU8ejK^Zcps_6=#e^VLKzwY4xz
z;|+B!S8f>kCAS~{SMMCcX|~5v7z=DZtw8xV1iMU(SBoZrIupn@gZ)3_E1-C>hz{|M
zix6+-1)D$rNEAzIx{K++JoF=)B_Mr~TffAe6qmhW#@@$DEs}ydyj_N?=iKeu{Nqy`
zvA5_Pq9vImjU6hn{hIdv*38UTnOF<W1_5u4UK~<X>V@vLLfnxU#Ly>%->UZ&YMW@8
z5}*xBlMM0$($-5#G0Yum+XvbpR8K7VNL1lsEr6D{S!0TO*)W@Y@=8OVHC=xFOpS^=
zuVaUQhenVyrahDYKtAzA9I#oX1PLeDR3^^OBt$(YCjR&}st>Wt)-K~lRP|X&bA@}I
zB8Q%=-o1Ciakd|Ed>J~~Zkx7nN89NkOuDv0Hj2raklI&B*3bTTKc~q~E5_~N;h8p0
z^%tttn41l~NFhCF`{x~hH;{9a)n#fk?u_ZP2#fJJwiC&Q2A20V*X$e|BxG3BkCUDY
z7*;44E&q&VBsQmCQ0i$xE=Ql+J(REsHUT{E%X$xuGa9CALP>(|l#6Sn4$<e89r#(P
zWhuY`5<l4L0ao&|RWb2$5|2`c$SVrmY~ld~{u@`Z2a^Tb6sPtIqxkd`M;-oJuGY+f
z-(u+bqtNsW3mKV*W>@!<bpf(@B35wy{_a=At8x*-pI>zzrQvn~;ytqW3lhQEftap7
zgV6$2<kiF>8jAuv-_tTzqRXZyqqh+{*-<que{7(cC69KwA|=qD5A;vgiQVhDAMDsS
zH!POWn+5WW4MwnPO;DeIMKw*;5o;ET#+(n=kJDLNZ(cD5ZE|&EcTs<sZb^^wLx`1j
zv5$Wz7Joz$dqT7WGJM0O;UxT0-2%TdzOBoeug#6XlRylw^xWD>vlk6TbxEdOnBeWZ
zPl!2Lkc_&#&3wN<PBl1(q~?7Hnd={LfXR6W<@CFHS_ZiP-CI2(j~Jc%1F8gK=_@LX
zF=T`4QQkH^=pIKEzF{r?gJYZYj@^gb&_@>1K6kXwJ;Y0e`LxXw3fh-zXS=(NhVo6`
z9-9#n^4Vf>S?Q2aR|Gk`*~E|a*uoLf3#<SH-{!T^{pzdgyQ=UJUbm{i{78AXvEQ01
zn+gjbTx{eMi`BA8Tyb)6Z}u9o)eYCUAVp|*AGC3BEQN&L=1joM<OEoZks@!&$OhY}
zC0Xu=hX<0Ji*7xW;_H*EZEP3eENf+>7a9!(3%Nsp|L_SeS6!Vi*IQy2wC=&waw@DZ
z`wvd-*ZD5i`F#FLk|dYxmjXCn^6mXM``&fSZv^1_+R{=pXJ&GYLu)J8!V9}Ln?49R
zQh)*@I{dBvd86>b-9XuqMN6WQt77{+9(3L9<3F3XD|<Jb5erz~L+cyfg(<M8osiIv
zz<9^*zb89krlFvTA)tx(K(xKf9)DJjwK;LkXc0p;s2%n&GX<vQSmT76L#2P`l(Ny&
z+kZS8RY(TKsNcsCSv=wO(2u^Nuh9OY_6z!CzMx5`#HNjuk9%lN-}$HYR0()_RK|J#
zPETogH&MA78&Gj}g2wpnrRG&3wS=JYwyL)-tsK+77Ex$qD`;={=x4Nz!f1x6wRg-V
zAjk9%_VpQk*ns<t8_8ThOLD!-UW*5iXUfk1B+ny&35zmm;}D)+v6@MXGbE3a;c;4R
z!+~uZS4W*<oj&aRQQ~qyvQYGoUmp8-A&y+oY$1AvT+YGqsGTu;x}Q*900yh74R|C9
zkMhx?Y08@&66Xq`Sdo_vM1F^;Ogd5+3F63*ZDrAWr{?qXa~Pjq{b-R^JLBC@A^GR%
zpSY|V{93zKaQqNXAx5$ax)>j0du&Uz>GT~4EA%s-aRt2hx7mGaq4HsfYK()>OCV+g
z$)~a4?!prW*EoGnh{ZVoyH&?L6MC6znUjG2WSqei2l?})A6<>!*An0(R>Pqqxa{4r
zkNhke$`M#mW^Z7*!n!*f_(4&K?pB=ClP#tNz`ejN01R<0g`F_v!h|&D2DU*?CK4a&
zxwK6%3u3RR)QSUZU^o`dGw|p*)KmBA<H;HxCAbk?c^m#G=YnmXGkqiv_3&ug639w+
zuV1sk$`fjiJ9PXQq^QpfCfT}yRI2odM{PYlGrAEtNr+x?S0Bz{jrTOOczw1qEgi6c
zu!Imd^#+DKS~xotc*^)Vwn<P00(%WxRUhRQ{TSc@dXCfyUGg?w<%l?W=&XUzT&Z#!
zDRqa3;Hw!z*%e^)Wz9w|CA<v4#nuHDz`Z9Kfdr`jq+E1w!L7V-<wT-tOp<jx+e&k0
zRK&vju58Q#w1FS6ct7mznu<JC!0@{RX^`+c>|U4;CS*Rx@ZiWMC-!_H$|S2BYKF2b
z7)-vtHv#ZJ^G=UhRc7UOClYG}ZHtHSaI{x11mxz1*c75zQ<f9I0ELqr)K!0XiR5%U
zC`JMeaX%CdpOu<PPOem&z|(^i%X<g>aX#(&GhnawsI1Vfwu`E{h2aS<AM?4O!Ek>J
zSFfwq(^L%9J<_k$OYpXJ4o2-d%Qa?t4|wWppN_tl{G%rJdImxKhNoqj`fOk2nC_+_
zFwY8JW}8k6bHH@K9wiCJJfo#b<wVZuJ}$lm6l92>n+h(o9F7%<O0dre(sFtk)yDvw
z-4*61Lez(6Pk;2JkMfV*U=iyABhfQ6LEsbw$57Cd=<vPLam)v2HERd>gF5C2;v>Lu
z;@hEMo9x!ce`G{8^uI9svT|{)?I3aX?*)#gwhaW!BiN)jEsDqQ_(d7bYs^Nat^V2L
z8)katjh5SVTUv4xagG<ExVO4_zZUw3jHcf4mo1mSW54l!FnVk#xkM(}nZkrs_s|u8
zmijQiVV|tS#TX|uO_4C5b1NakhGdEgA62KODvkl{W+IVIitB#8IvMz=_naex@1Z|s
z$O}GxPn?<ilYDdxA5n~&Sr!6o0&pIWVr(#QUWAeatMa6vyh-pOe^C0e842?_D;|;(
zIX5fjrnlyH)@~%MDm7VE>wQs;(+NMuiWY!hMO-PVIR;yLa;O{efq(33%h)s=eJYaC
zXZcJ16XSn|NE1{O+0;5gvzsIo6@M#G*+{r{n)?8UoN@sTs=QDjQi|fM=JxA1d-CUo
z+C9LHjZ=5Iqx%kW<#9D#aijQA-a#&9*~aqReB-M+mX4?AyJal#30Oa->2XuYl)>RN
zCDh~10jd=G{#R=elq=dAZx+HPF%<zTj8FcwHT!ttryl~{&?X{Uj1T<?zabRgw|AFU
zUQ(8{01j_ReAKd?|L|3J&l+`kQYp9q<(2x!EJr@0K#ynw?!UC61Ro+LE6E_B$LbY<
z+zlcl3f8!7CGaZ~esB)<*_bWAGllNB>Z8NiRcc%>r`bU#LV)L#U6XMb*YVd&4y^C~
zS9sQ`fVR!~<U4hI;{PDo&P%Y5h4Wjn?3uI+8A{ZNx)2akt<jBR_?y36EbZZC>0*ux
zv4bN2m2Jrc!5he2NBjkH6b167ntI#`NCi`jEoIzRlO;Qs$Pz$#Ck;^E2?i1=P8#Wz
zAy4}Z4#qJ)!5A~W!&oY5O}st_>E>8JOCGbWNtr<tv1f?U-NH-)5HljD?yj%_K2Uat
zT}hzMjv;f6p(>J;E4xK|rV&o7`Odd%ts}ls;8chQwH|HnMr+pJvn~4jcbZ!yGJLNF
zOUXJonSs*&&9uQz8tv@390t_;E#_3r7OSfPE3|ADh#fX;5ClM6C%7Ekj<jUylZh*-
ztxs-KE!}4~N|`w2i@|0-su5wn#>ZF1Rty|f?^tXqObCW$Ie$6>LZ~};a7RSD=?~w`
z27r3+`2+Kbb>#VtUx)HHbSiFV$LGpU6tBIgN4m345;S#ZYhR~z`E5ZFzSZ)Zq)Fa2
zb^GuWV9R0e*~5ZG9xh%YaB^e8K!r??v8dcF*Ziz|<Od1~_@&!DcYrvp-1Vo?l}t%8
zsmN7Nbsfz6Ww;UjSwm8qG1vERu4C|p<pzu1o*ru7MmOp7>k97O^RvGzyZbTX3-5Y+
ziO#gvZ^pac3GSJ;t84wJVRuQ=*x~Y%el3AhDBqJ?FrhCst-|p_iQ+(<4))kf11<<_
ze}QBwCy!<8q7o<TVM-04l_=<w&K0Og=$r_VvPBy7T%lqj_nF7Gv9jKSuOrfY@J(NV
z^zXLH@CadKCmsfd*>$Jr%Lx|jQf!tZE*-Kq#@xwTjPy6c@Ohv!XA9`eiTL>%YQu`L
z16hmap8AX=d6zCmjmjM(`qZieba}s^;)1wAPEF5v!^JXV-SMY@#$;`e@>9isJM2;f
zz&em2bwYlDQYjS4Z<oRih?fCV&etgNqINTI#vW`*s5VzT`o!w}G;yL!9Yf}0_l83V
zW8M4~rsqM*sFn%OSn1?He&vavn)aSmgCe0%x{Y2n_Dm=mHuz^vx57{;bLHKzk+?MT
z<qwBX2oLzN(5ZB?UmGk1va6EWCklN5K86@0Jo^U-xiXg>nX0fBn9+DqiEw`A_IrCz
zrGkpi8~;A$qBul<E4+E4&3{IEZS~BIpCi3VV@(L2Wd~bCj&JmO2`YinS2^&Mf;o7+
z40rEg5*7Xhg^!g(>x#DAp}J?90H2cT=Jmi<bxky#&hqICuf>JCtG&9PA}MU~mo4d~
zx3;&UzHgm23uhRQ?1;0b)0G<3blm@tOF{m8_Wk-rGEIDUOz_#p+hPN=ipN+w!y($P
z?G7x@U-eY25r-+mRV=kjF3E|#?`P8Pe7TmF$-Ip;i5&8~d?b0qJewfI@(*2qblN$L
zyDG7b=-1PvRGd73wl2_i%((}lCu@159M0W^fg7BUxF6RatkNYp3N(-kHMPNow^(ZI
ze_py)g3N-08TW^w*xA{MOty@hmJbaX{d1M`ubT^J1I7LOj<`Danf{b1{)mEm?R+h#
z6#&}<2fAiUoix&H?^c~Bqr0kz84d*@+%oTA*CJ*LR)cAqM&h8hE@eiKWQb+VhxV(w
zHc+l1Byo|E&Gy0Uh#CE9?Vs4S=oPA(@lUIAf$(W^=S(ltxWaM8q(N<1)zx}msY345
zOP@1eK|Ny+QaJ&sh@r0pi4BG+TC7i;t@r{P82X`M+}Sv=0W+`2hNs0uy3Lr#8SBRH
zub@gJv>jaeM98DqR3Og|XZdL=HW4AhDG9+Tl>e9UcFBBZQm-9rf87qez^n`2BMr{V
zq!8jwxJbiG^a4Si(^8<B%Yj)fet*AR5j*l58_!`+*`JZO=dxG6RvLd!2CD7TXqcl`
zeQOlji)RU;FpLR6tRAnnAngVgg|sYsWfc6%Kh4$rczC%4#)j&rIzufo$<ylK6})1O
zHrS%O@YN(QcH+5&VIOj=`DAawd&xFZE*Xfe;%h7a0~6zJIkh0AD)MPlQ%k4YK0CLz
zG*iFjJ9wH)*BwQ(Jyy1S5(p5kv_W2qWCRQ}x!eT<1V6uKn;*>s*51C#>8G+NwR_Ka
z(vAVEm6o~Fy9pAj0l+|kRAob%M$5#61ey%gmlUi#dB3<x%Q|AFxlDOh0A7u|nJ`Dj
ziZLK~itq>Tn5o9)tb2xyZ@O6T#fYM1kQ$WXwJ*vjU%P#Si&bJ;A2Ojep><W1X1S{f
zsax^|Gbw4njy2r;i!UILJeWxsg+C71|1yI3<Xy`Nel&)c6PBCIuZ2BfcPI~<v}KxN
z<J&s=+`+b(voPmc@h2BmH;pR)q3Qm=WK$_bM2=nlyJqSSE!Bb63b>=L5IWIp#J;}$
z&<@;Y6F&9=6`i%#R{v{Km4MY62-<FMB2X)S8@F3^Imai364%;E&LlZGro+t?K)EzN
zWU(TLE472DrVugfnk48EIHqi?`kFs|&9)}5m7lVZ_k}rNN6Yob)7$u@#fuzOoO6UT
zSKtsC!||ZCkpc#>?vn{Ow~yJ~&lC6XHs*#aSVtUf;s-TvHT_ctVSZ;fqz{^8$1L%x
z-M{e??0W*f<a@or$}PIgn;Gb`Ry$xDv1|d$F!h<mj~2+4z1EH`$Z#Zbu`qr<9Ou!k
zXA49y*curH2nr7~f5J9_4Dav4oa;CjZLIS!T-E>+^L?$!lm$<caO#@HuuNcnj|6pp
z$&V+KLG|u2O_geMH9C!zkb}kb<*{t^X&qg`^#Qny1!QeXYevdSE`U~Z@T$Xucmw3o
zEYUldz9Wr)8{FWH;GYzhO{P6D5xOJkYL}*G69<>zJ7o;To|!Bew{p0I2;mn7a;MG+
z4qsi<IGJuv6Idf1gHvW1&V?XpE(j=HnErhWP1%=twEjJm)2*+v<VgaF8rpY6sm2GW
zR4CtL$;RB_fxaU?B&MkX_fCimw|!c~uURXb^=o)%fz*?@tGKsL=zAdP-_p#rs!e;M
zZh@$&0RMk5uEBBVRtM*buEe#rLygz%qdxNMDl6Y#^~mH&DEHL<B2Fixq5eI8PC7x4
z@Sm*64)!qV<Mjg@_+tpRXdQrLRl>SVBW2pFvr<~nRGW#kOKW9;%`fNUdkf@X>?dFH
z+76B=hl@qy(lY}a(|{H55LhY3)Yp>Nuw!LrOc7gYq9D|_%mOA7N;_`gXs>S;JOsfR
zEOt^DrkPDugHN+YYSU=Pg@aKg07z37@n{VOCoxY~)VvRQ+lhBv0$(9|G+~+6x-2`t
z;nRNCM3^nqaOwW!vyU=3SpvkVCE*YHK9z>sk^)<&xp~PoMAJCWoII+=n<O0f#6kyx
z<S~!QQ|B#~WpU-V;dS%iHk=-&iW3*ra;u6Lj)G_hi~)0re`SvR;`7YMafs*f%@0}(
z-SP<Hf_Yw3<hP@9OEp3-M{dH!919J~`O7>%a7f-DIDot<#x0$b{@*5?$u@JfKoMGA
zci8jA^?*vQU%wk++-qU-k2Jjc9dhBMS9PN5&?6b|S<3vOo?->U%ctm_VL5F_3^6~g
zCCj)nQpEryzj`OMrTOELXPEX8-m#r{V8QGVo6NrWN381_lk{<ts67BmP!kv+ck1d7
zE*6j_VFUF-=^auE<b6*7b&%$yQrzW33_SZzAulPdRJ`8*1*!;DC>7NnjiuYNLwIUc
z<?oB1H3Gb<`X-s3Tl|Dcw*xxaGbOe@L+rA%IrYeK;Rn9L43qF7XN<9N0J%gvs^ax|
zQ-%b^-ZSw<*)U*!662hCui`=($5hf}=Cw297A_k4(*RJbLO*gQhw=NUsnB-|Zc=TA
zi4>`2`s-eu9ec%fh495Q3)+7qPj~(cYx*%VT9X;(GVhxP)ZUQ8{F~$$Lo144MmZSe
zn5&ZxE+NPNg7|A>mB(nlVB`Qz3;;v`Rq6BIkHvR;X;1dQ`B16?+R=w`Kwuz8^IIW#
z0$Qk_@8uWJ@Tr2^xE1%;aQRQeXUyM*&$;)8&;QqQoFcLyjlT__IoA-gtWzq0RC|n-
zt)T$weZq?ir`gAoVoDcngWlVF+)+JJ;-6-Rz|XK-H*!7gkN<@A$0rXUxQe_RZ6p3D
zCLh07{@iE+CAt5^TLDq9)aF9hnXf@8i+iPEvd7J0e<!o_sSR$eu31RlZBfF@^8Tfs
z`-i~Xa)kTlw1<Dr^m@Qw=!8+ksuHLdrhf{gx$z432z*=O!iP;rDOsl97W;#Z34h^U
zA4gKSXU@@mM)DMb?HbNdYKu+I6_u16W5r$%d=MAbk7F#?q#2fxnP^Oiy;+b4#ihmP
zKbILJrE_|qjdFOfrLq7X4&bSJUB^e{Nhy#;9H@F*IDutq<)+U>K397adpkSG9~b^F
z%!%E`$3SL{4e^H0Gt;l{ONdVSbGcjkRT!vUGwaFfk<GZGStJ-QqDjT^!szYL$F%!;
z&k2>!mU&}i5Dtkz08TN6w@EnOnM#zVcI2C<HE~SBZkep+N`+0r*Gqd7Ha;z&()MB_
zUV&@rfh5;lxt6^V{Y`kVD&i5V`dDjtMS_KNjj{;-O3uh8;=$hhJ2}wk$gvR5QSS7(
z9-3$wfzuo>ay0if^HAjs1(Ua*X|$O^okWCvWNxMV+;bQjZ>9)DzsrSPDsX}(n(y#h
z^%o$Dbhh;$I&gi->;#B37V;t9+66!7!>4-d9XSTrbmqFtGY@Y6#=+69xEfi8_XOEV
z-li7G7kmaB0o|%e7a3<wUVhSz%-HDUV@52s7yq)WIvvdmi-^=pW4QhAy*!>pf~Yt&
zk!?=D*OJw7TX2HuUQ^Y~%oDHNuRF5LzH0fkI#D7HZ7~YXdoOI=@qD#L8zS|dm7TWL
zEeYG{Xnkzk&2QhF+TBwq^_qI^!W)Ic2XeT%Kz6FkL55aFGT~v%7qH|f2~A^Zze05Z
zdDIAc<yyV=elGf^iO8a?o@X)<j|KfxM8aRoDTra^xl_l98Mv&O97oqTW<6%2p+GPW
zm{i-iN+mPnda+4_3p@efi!b{K<}uCj=;u2;b6#gnA%|iiz<Ip_(MA={gT_N+`L2VU
zoW%TSCeyh~sZHL_=mysz*H2+KrS5;T!0A~L)qtIO={%#C&VL(cee&tMI}u9(8n{^b
zCpLfh4-)Ud%=x<(5KEoD2Jn@L1u&<<%?*3_!=8*aI32y`XGj>!Z9{AzxXN7wu5puZ
z&YJZ<x>YT95rBEs!W(r&9Fo-l?UUXI_yw78Si~29<(2~PuEfe)X4`q%+SaKe6uIP;
z;7n7+=!^73bt~t9ww;ElXsG%JyFr2ngoazfEa65Vu*T$R5X)wILk^Ms9xT<Yf^it5
z##f?tZp<Z!GGwJ7o-Op(2D!WjLG2kzw6ky+0jX4^LTtQ=MzEkIAjzk#-{~1W*J*=E
z<8c6^IQfgf2&D9^r%}^iiT{njBp8A3xIZila?;6@%VXP*GWF@;9HH3pY+$mS2D1tY
zw!I_12^6u8Ph(2f&Ba9)5ivnqlYeO#E5l;TE8BQI)cFFA&uKB1fwa0N6%gRC4q5)0
z;q)CgjlgXtiWg!uLYKOnmdrrc-$@f`h&2tQX2v-7XQf&?Gl7=Q8xtv&N}(bu1EQzp
z{~ksqcL1WORs_H|#^*Pdul(sJb;f}@_0{XM#zN6$8i@sg5s#jUwfIo_V9{d9-_kc3
ztyc>ZR?BI1Fn$QIj|WxruHX!|tllRYaSLs<*+#-;S}@YTbeNfx{rK@NxCVxYDLB;L
zP>*VyGN+VdV@Lj36!#dAr{miyYxm<nf}TGp9cBIBo;`_Buo%MISgd$wImC0rU`UU0
zXqs3eTDjetzg-HB#K%%BQ!h<-O0{tWBJ+CsM3C)(*J$T&Wc|izejv+Jcf(xo(57lV
zDlouYj_|MJYUi6vKQ@I@^5E>}A)z`N&wWsR;~km<7KayQa<kFVadEM_BAI`YM<(~n
zTndu*F(9L?`Uk6t0y+CRlT867YgRRCh>!S|BQE%g3x#C~!LO#cTKTE+Xp$y8d!Hw7
zpWE8B5(tlKWLbVP%qUR*)Tt0s4g{|Se|b8kpEWpAPekIa-1zOuCjavT8?2eYIf8v=
zoFGzSm%+}_%R)d(x8}92d1JB^15j-`s#ZLb(+woNODL=GNgxc2X<0d$gf^#s95skX
zctq&gx!dEqDG*Z9D-YjN^+Xl(2C`BaZ~l&kXIa^P-UP=fNt4491Dc5XeOGNzeNFK+
zsF_cNPzGqN2A-qSk>$`ln-9WA?dA;>V!MEofk55$c1tz>r}C_gMwAofx{H5mO^fAo
znT4nSyCpQuxZ4o&2b6{x={K#lwmGYg5y4C#Vhaw4yZwhFETDOFq-3Olrk6l_zCs7U
zVyt(2194H4WIK8yja&#p2~5(YJf1tSwRU`tT-z}bW<O`YHYp>PorfVR*Kp*@4&^h*
z`b;kQzS79|?_0?&y7xiOx`8F~7K+JsHz2V#@?()6E_CT>1i9GZOPDEx_6GbvoV{~!
zUhV%b+Bj(%+qP}nPGh67t;V)(HFo2qv28Ur8nf9e?-##42Yb$(zn;m=nkUaJ-0O4Q
zmy|F<UFFVScck2fW{X^X0@NVPJTsi$Q^oHx?$a9$m%=rQ>!gUR)MAJShpccu;XQbO
zNvFd{`B?P~wg)SS^m>EtnQ%;CIxXg9To~5uH80zYYnIQge)(p~)CT!>#fE3BD&n|d
zOl;eZ@aliE&K<QyVjFv~T_@nHYflni24Q=a4b4wGfi_X~Ty%XSgNXJ&8L3BXj+Ncd
zL9a`^py9oM&mk%WsQ0ixF~Vo42+H^@%bz0y<Bc`gpbkU!>0Z|5vtd5yKh}Gz#mew7
zLTzd@hX1>^b5WKaK=nL^P;Y}fcRW6T)y*}4RsgOXwqyf{UBz<oM=K~gF9M^G$L05a
z+*@hz|9T;`b$1nKbF<mE#&!b72Lru#w4@dLc--gj31+}viqQ!jP!$=&bBrU>L_eJ-
zL<K@bUPkpfJfXXgMQvVx)+$`nKdKFtiAheeB}VidlAUezhX33PVCSTZ=;PuhzXsjt
z9Qnp}<<XmYeYU61zG}?m#iY~0pj5=;>uO|TEbAfm`QPGJF^uZg4Ug|sZjNkAu*UC#
z=O6X&rMX2p8O@vY4o%H@JA4L~9;`d4kxY{L9c=Vmh3B(by1H75A_|Cp*d?-SQ_09K
zZSWDfGGO97OKx1w1?^%Y3=s?(x*3mzTV;wj_RxszYWPLhUuiRej%xFK`aMW9NNozF
z0a0ph**$XuK|2|xiXne0Cp0*UxM)8wt0U3n{$o0k$9#HvLi<1ANJvXQZNYi27y0>N
z^cPzV7hqek>8X8p-GQI`oCs#!Lt>c`nG$574Yqmu$=7zy42FU^@3hAojs|`dCwAfj
zTBv^#g0aNEt=3S~Jxoy7S><~dQ&8Ix8tsr-_ggGOm=E;)9iu)>l9@0If~9o&Cz|P`
zHpB?BMiiiiTjWV>)G+aj4e|tZ)0Ed-Ohv<Nes@5iKmA-AD&57c4a@nlipTV&i1~(+
z1(6cSObZSp-~PXYT5rSIL+q=7C}AVR9311dW~M5P4BSWmk<UVP#*j{XHFy|aWD<~Y
zW|Q2yL(4ssx>SghKsf6%FEJpN+`l!8Zm%Jf=DOoEGLacN-yLgT@`Mabp%F>>zGe)*
zqp82iH5#=Dq0=c9_~G!RE@^r^3i$CmVz+c0`9H%z(Px?D4}NgZbgreo3`6HsIY<oc
zk<*0=>c|vxYW2$lQ;kT`x{`^ZvT{UMUC*94zy+kZhDG%_r_JmA7`|&ohMk?Yxi-UT
znT!8}9i$klQFyzjK85~!A|6U;1vLEa1S*?oSvTKf+N>wU_2f%|Mvqu5jqusSV?qw&
zsK8|j&(xhjRVXa6ZXPiK2hptd&oF=KK7SKEMEdb#nqV-Yk1STuEO4_n)dr!RyJ)1$
zW91vP-u15^X3ru#hQ`KpR(DQWONazP*!kovtkuqZ+jp6Dc}AMOiZz#6`6Y)f7#wk-
zijhCyuK5iH*kIt=sl---d@jAJrt2!p{;}sm4c)Ug<ok>o9c~ygzNhZ0{$EDX6M%q)
z+~&$YRRz&d5vpj-afm$2K7xOFGJy&AHDt+qW6m$1jOh%6exJ^+O)ZELFq41Z4v0`N
zXRV&#H+e6lUmD9sSeMU-x%Im->@5bCg|U<>lS>$r%ny_1Lg`_52sE_**XdrGS4@rO
zZ!A~7Nckr2>Aw5lcdf$|2i6_3#-fZh2OHv}!NK9@I%_{-sAQ;wv>EG+t!F=iiHfP9
zQtIX>HM1~FeRB7(w4JBHr|Wi+DXLZdT-80rv8?(eU=FJP<ZBUraCy`}E6-WasoHW3
zpU*3GjLgLlB=SBNjj%w>*V;Cu;gFa6yPYNDHg>}}EuK-}Q>NTo?mA@0f{BiP*;QO*
zJYyxo*!XGUKVQh^JuOMaZwqM7k|MX%X#xBiF)*iWfom=^tZL2qe-TU8#i^&x+6M)B
zo1X=zn2;^m|K=*Vs%ezT>}=L|Ds!_}te8D1BZ6r7S|4&-T4Xy92n~ZIOa}miC9Gzj
zBiCezyXqp|Ki`>d%!77G4ZCisXv@$4l#}-DHG1E2`YK~h6sW^nr^mjn1bDQ(8}*Kl
z)FJDCQipoy2e|(!_eKl&H)2I&mK^=4*2B$9{;1ab=i{SV&+(sXJ?f8YJ$3hyDRcjS
zkR<AVktCMO$R38ocM?SxXu(@G-F-DhCqUGQCP=F~^1q2S$9!MZOD<}Shx(VT{{P7*
z2{0V0|3Anlfo{D!4RRVJ%Gjr>2B#eC)|XQ2z>Uxg&Gl`i;<{Aua#`xcQmb3I`C+>t
zQS^<IK$#nyf9#fK?8V$f&X-+tBiQQEE2_M;t3YK%?rS1D0AYc+#UgqO)z9Us)L$`U
zD5F2`YLY8ZDHLNTuRDq_Ze1tooZkG-7nP8a0RtOqWu?@VP9*0*JxG}~HFM0OGgg_z
z{7!&}SH+sO`ww;hTVHIK03?gciJXnC2~*Ma|6sB7@WD9dhaBVAU$Lso<@ERH7I!d9
zl~8Pq(Jey}F1fQTqRGEVeX$)RNj<2ui(D!t#oV#$VojVD@oUOGN3lYd1ugn}pTK>o
zE3cjzz3;yO4_wC4cITIUohc(7Q)jx{M``x!Qkyx=4N@`OCxA0x?HJO}q>J7zj2wO_
z)(ymu#3_-2e|qbChJH8ut2DaCV27nyTERyXboVtY@<k3waVYz(?Lx-oh5K}o>R*|#
zJpW|EV$tcz=0X6QD6`7J-&BWEV)Hm<umN%o`2f4gdSvMrMQ?Cej;ojxIN<wI-F?k=
zao;&CmiLD-xmF(1@3}JDjyc4ScVq>m|4_%EnSar#GY){0_kRwPHLkz)b$8$E9Bbcv
zdU(<Mda(hE5Sx;0R9vpK%x>3llttLMP!BL79m_8Fa2EB{WUI#V9DsFnDPbYwv0<Za
zEs)z%b>}nC;lfnY{bq495AigIYRXWjx^OM3_Q7=nTFY#F_D;;Nf1*`}qHJb=EBMz1
z<!X%-jrv=hYrodRn2_9UuT(R1mnBk%EYMWj6(A3C3C3|fYbc(Eh`1I}WDmi*Flkn`
zb>fV~h@w}qY53i7J=So6vwmLMo&ebZc#A?>(}#HuQi7?j?6?$kf@`bY=k8a(`z~<$
z2of8=`|jNKmntdtaP#>zlLq|+xsDpl*l$tda;%%!(c*=FqIP^}a`GVm5E@*Gigv_O
z7Jx<&2kiJ45L4zcj@o}=WCRN%?0YY-&dJCzG~2@k|Kax*cyjXN<VWe2=V^J%=E+LI
z!v*^jJ?CVJfscpIdh0?OPQo!oF^z6^7`#Hq@(vucV857zxTvV)5OmCq3{$Yr??8Rm
z!G19??(Y&4RN#k@C^ZrTVlZ_I;1za{+aA-x5)fA{^0rELc_@WPUk;@|+5(wceD|1Z
zG&9IkvjO9b%sSl{w)pXuRVJ0e1)qvCtqaykD)lO<?<v&_hr(IdS<@EoH}Ujcr=c8$
zFd=WQN=O}81s50<EP-Xl=wFVyPe)Z0Q}ytMmgO&nlowB&Zq1N$ybSv&O^DD0l}Na4
zuKfaj30(4<txiu#){_@bNyM2%wPm^G5L&VGG0WMFOQ=D?)epf2mz&=|$VpaX6VM6R
z<Kfvzm6q&q5(hEirRe`Tx(n~ImVyYQ3nQq(2CbAS;o`9iUp3mMeaR>d`JV2+IYCHP
zssp}4h(a9gs9OqI=(<iG4=TpdTd=@1w^?qy>x!+SL}G;EHF%%9)ke;H|M&N~ZN37r
zV06g^QUvipd|*?m-gP%QQW!TALd3?FS9WDF-OQ#X*MW31e}O;ENx$>Ti!d*9rUwSD
zd16l&sdAws)^yp!;8;4gn2EEuqxbEEV*L?9)r(jmlUw3!t%12M(JmR;*WI-)nyxp~
zp{7QYU}q5Q`QqbYT`G%_t9pawEUo3|U9Qbr<+n%95O&J~p)ZMt)c;frR_g-EBxBg}
zVDe5GG%Ps{iOLwR;qBtb4pQZ?VpL?-7>GQcEb5847HfriLuwc-Y}BzM(M$+%oUBmK
z;G)7n6Vnf`$-h?8$q}^@CE}!Fg|bnwEN<YGiTk!JTJr!^oeuSG-QAyBG)sBFUIE+0
zfIv9NYL8&5+$i!6DTkhj0d=zDe(do5#=t&jEKfE8EUL`7;wcSD-yw5RhVfu5P`6jL
zxBYd|*~jlyuSgDIi^l7w;#5kiTE#OTGz`WbpUjF(ev35tkHG**Pa9Aj=N7Ah0Bi0s
zk5<7IcTdG)*5kfrdoR@1FY=Sy*UWh~YQ|@?Usgc8%6zgBUT9K;v8d!nA_hl|xv1_m
z8~Qy-l;`68Tn?-jJEj!4vS;nRG>OOZC;xfG4tS{d{yjn-rIv3=G(3x!t@1jhk4_$T
zKf>b1*4uw`;s|Q>!$yOW-!g>W27gK{G}CT-&PBfXv#tLwynE#q`3|Oz4}{7Ya_1?X
zXVAXt)qc|7MS`z|Bs5*-#|fc8KcF8(?mH73x->8=iX59US10N1<tgY*+17z58@t$O
z-`3N>q#s(LLso0O^)8$K-sa7;5<KwRcAHlDL>Q(|OTuv+ODi<yQS(G{oPcPg;8?qm
zP<ky_HUQcspM|8*5ydBSfdIRjyk7+AjL=H<F@)-*UTaa(IlNc3VoXO^_jU10_0j<e
z)uD-LV4L$dI(PVQsx4ClFFt)CY|X|(sy*$@`1r!Vo3(rl<(A%M`NC*3SX;M{+*nPH
z`{89tHI#U-s0n-8iY#C5@nT&yILEr0Ptr`^P8Lr29fmH>Wd@z&*s?K&E9o^(3BZLM
zmk$mA)u)NCIk1PIIM}yaJLN7BpL7Iq3Wg%5PWv2HRr&YGNk~t{^A?lU>eM)UKdx!X
zgdQITyw*VCg(08*y}5AC+vAG<+x2Sh!_$v*fv`zC#y_^$Z5=Cay$<x@v@r7!As1mL
zX<Dl0xKJu5fXx1?6bZJ>X_u@82GQCK=8&@++&tRxp+Nt@=1*TEGz~<bWjEJmcABBx
znLe9Qa~?XdOy}aT;kHI<v?NG^9%b=w@KXru?G^^QiQWPE3G?%&eIalhcAKoB%Wdg&
zXcn!vU%n`Oaye!)r-<y`_=N?~^y4C#^6O5I!++miVsm(pcl`oo#TFbfr9K@~wOK0I
zkb?qlP;on7h(q)`jcDrrp+i?4>^qly8JFu%Gt6Ltm`uCBrzwx4lGkUM2p(aM%EnsY
z+Td)SVzG_MXjU7&#dYr|t)G^rLTuN&E^F7MRiiSVnb@>_h(D>hbY@5%tB(;JT&}yB
zlx_&#qt@lTZdLeyI!&Nz9#aphskKk>@CiR#AOM_0tfOMlCx$lAJ|F=P=1H{?N$JP!
z9dIn$v!4Y+@&UPe2J7)5LEQD_`?-jD$?ORdI$a{(=XL~t9Y@Yjwm4u0K^X9hdKRAe
zX3%+o#sOPDFONnNDc<K>_zZA4y)cwWuovda+7CNoJoUQ>j!Ty)4mKfxM?ov<yZF-@
z2V9pX#i*s@mFIHjHti4j6yrBZT8iMu&MXvfIix-ZU#gC}_;_brQR%IH-Ew~aREsEK
z*26)l<(YCmWP^D6$BreX8W{!rmtT>EqqLZYp)<#GrF55!^$iwJtou)Y#*}E*!P=Is
z!CW*O=Lnc?`!{|m%9O(v6Z7X$VlPMyl{>FNRFc_aasPdh)Q}AOfsvAPc!q)gC%DOM
zxfdU~pt@s^9c~rUNx6)$tv+xFXlFNm5LFC2VwKzRv7@EvWfN=L>@R~wk6HvTDf_jq
zIB#bj?!ZiUAFwfMGfW9Iw{TYaDA-dFth9T$Q<cfYO($O%hvP~_J~56e;Yoh6wO`Y_
zBGYH2e%;g$#w>Y8?!FYDwvP*L7`Kwa2)WlM6HhJ*H4%seTmD(A#k8h-1uBQKDEl>m
zY%=Voees+Z3j6)2<PvF{)1x0xrKk(GC7?{^G$q*q!M8|bWAMjOV~E@&ui6WP9Z7Yf
zqZ)(Qs48a4?3_fb@^`n@*q-Uu7us~bx7J!TRVb$B(h$&1-_zkQ!@t@M98FJ%cqeH=
zw?l1u4r_#q*gls{EP0`D=z4rwSvm%j5RD%7JEgRBVS?4)#=(XN`N0tM7GhB+G=Ab}
zxeb*^gE_;PW@IT+Mc=Qg-9YDnyFlqC=lk`(*w!ms)J|2rBC-{Yn50o%)&{NA`@&@(
zNmAy}Lfb}XQk-{zFeK-vRT6%x@(J-W%n%AFVPbD3hy&Rs1FAxkw_a!)7&~&Y5bifq
z=C(v`683M_UiCytxNQ8ZztO};QC%@-OnJ<-l!o+h{~l+OYF6>@cH6yYPVGL*z>njD
zp3KT<FoL>h`lNiJGz>i~5KQw7llihw5l&1J!6}kuV(-1$j5p4o)Ml{W+pNxP8Hau3
z_T+M;6=<VI2nZoY341~?y_ZbWmP*klugk7A&6VbfB<Ec|D}?jDLus%0RrTFg1hk;>
zmZ#-Kup!Zg4#J9Kqn-JyA`xMolOyUjkAyX~@MfqCjFQ5NSM@`XV6IWL)R5h}YgRbO
ztJWQ@X&>p@XWjiqr72Rv(_GBl`9knTzl}?)&7#FjJC^2|OcfZzX5^rGVm!EmRp09%
zM$F#*e28e(3JIf)*2eXSAMYe&-gvPlljGYuP>C}Pj+5A9k#o~|99k&%fAi>$?h&6Q
zq$G*)OJQJ0sHf_=lG31x+nz9t<##I#NBw3ODPaAvmui!=Sf+YKws?4$|Md&VBAJjb
zBz~p&Hf?FdE|_DScIz)i$smQ<0knM)kl-Jtw``xzXcd3lb_O)HDDva~aRf*G^Qfv7
ze~UcywErzb0f_*^=E_Hjh>R4AZ$Q$;DQlvTveoziC3V?_bi+`TrHC4OQk;aUul2J^
zDn#O{C<QNz+fFt3v@|+tq$V@g2CM4GkI4!vNZ^M|tk+o1EL3%(-2tip{~<Slh+>}n
zs{J``#hX%l@Q46G7Zo4i7_oT&Yso$bdIVM2)DZ{zC@GJAKpx5HLWQvIo{sD9DE!@J
z#F6@4ji$M+sioiwXe;?wM(+UtmcM^|6D^72hN`}cRn2~jzONhC<bG&Xqe)ByYV<WM
zOBR+3)o-W|AnX90C!@aJNAr8+<9B_kyOR8`zmHm07k<@O>yg)Ni=1z}+C}g{0U(X>
z{7*`re`tF}(!-d3G&nZ9XM8j`!l&0q1CnIJlbzPvhO9$|sL8wy5%}tF$+wh0t^Y9+
zN{0h$cQI{gy-AJjc~#lNum2)$tn#rgpO-7Vja1P6uAfq_ldy#>*W+h|Ekrpq+7w#B
zoxBRE68&X*S_}1Zao7$Q{l%fC+T;vX9Y_X00HH!J*W<F67}r>>`s(@_s;RWN>z@ek
zoSXz8QYL*eDK*EonR8KZPSc|j-rw0&IKl(drF{5(ofhRXV3#(y?DZG!;jBSsI_QRR
zB~9ZB)->JJmt?>z$_y~Ls;s`yzkdb8a&d8?|6Xk>D<|iP&E7D-z^%953UrdW$j!k!
zV(<5{ps~>Nd$HYVd2xRCtb$D<XT)1HgTm!?C)ws|t$;axTRd%BXVyGjpsr$n`ZfEW
z=`!fNSs#`R^?vL^vROvz*N$LHP`UUmy5MP_CK@<P5i!{gf8D#Zl_u*gm4gtTlo9z3
zJk}G?GjnmFdwm;X6YE4R8e&%vP;TZgF7e{YC)DCR+`Lt;XO?_vCY3jw)_km^>5EjR
zO)5JfTOWf_{a;0g2yhgGwq8c4grIbVgf<7x8xXtiAp3ZyraYLvFhCpv#E~O*IAxI7
za3&R;)9;HbUEdYex=7^=vj#Hx1NLOD7=Clg*t4L`n^m6a=%Xra>-%y4;!m~1WcXX)
z+(!f-p`#=)%y7asoAQ0AQZ&SgteD<_fs@^C6Bh}o7uytdxh>DaQ=OjYkJBg46|xKI
zIdkg$nHh(=76c!So5Wqiy1E%4o<(yOyrggSEI9gP1qzm&P)_pHZ=TcnrA|1eprCMH
z+C)iDZ^5Rn`?$jt$!p|Z;9Xbs=PNHsi57b7j%gADfOW_fa{Zkat2BYzp+x>Eyt_-q
zYZm{Ph7rAWO6THVY?a@u)=Tlxc@}?X7kb0mc)gCo9|d|f8nN0-JJ-HNl{$NZkJQ`*
zn&%u)bI;$6zpjUd#y`qt`BwL?YO~9gMHI(9sqVHS9c$TWNv1Bnw_K(u&W^tJ-vwg-
z#uHlOgrJylJ*3En=)mVl_}oaPJ;dQz7)t||vHPk#legDl`*Km=(soL=g*w?-c4mKF
z=*WrrHw+l$P|ejqpC-Mtc!`MaPkOZ8Gkjh_>ib{D;}`IJp;WNdj$&Olu{#655!q-F
z_Ive$Aa^}_>35_;O^HeOeGGCyd8E^+1pQ4$v4!IbfP32ebx{<pgta=~2C8J^-9z!T
zDJ07($BL?`w5qU?wcGu|n7cncd#jEytub&#BOmX?W(pg)2yNQq{c5xq*KJHkNP)8y
zm-ec9%c1F)518e@d>u;ykwaWE_Ah<!65G4j;$LwHUuR425}DFBi~S~@0F*@Frh3?{
zO_9<jcCySHh-W!Y93Q%*DoKu>_xbRneG&Rqgn2#vlnvsn)%%O%zUFaC|DE8o1;4wL
zYzifQ<MnF|8<K%8^TZ0)VM-a@$K?y*a${n~5BC+4_Cg1(??rX*m_pX<EC2e+(Hrqi
zRM!zTe`so>6fKO8ZD@Ep)!RXBqRSRb>hP~_g@lO~ZrRLupr}e6096OBzJq{rA>?hk
zZO!bJQjnJvRUk9sNK1fDr{xY+DvV5NJ(vdGai0`~b2nHQVid<<E#aD6(rqu&ficqQ
zQP$XGH%@jFQrwQM>NAdTgtJhQ3pl6;wl&<pyf13U3KX>RYWFYyCSRbQk8t05iQQ6&
zynyq+KR=Rv&3Vz#<S50psTR)3o0N`?h*Cd{_|Ulj69Uv?tE-&A31W!JHDOUb?mj6m
zt-DNiQJ?huT~MIxHbH8Ci=PWGzH%a==0dIerVVk~0%5J={o-4T6$OS+?hxOSWrGpn
zU}VgeS4t)<pq+lNc)MKF(ed4?HPrv)fyaH4&|)>;j)#sPa$VY>RZD{S1u+D!l)!|#
zI>08tx8K|p!aq8$DM!cY_&hdLU`%?Q_ow09{@=87{PeBoU93=*2A4~<Z{d%MHuo3D
zTN7)6mKcZ$bAv=I0zP76&kZpG!m^LPLhOzg@@ITUJ<%qzi+?fKCBGFag1;NPfNP}6
zZk@->kt`Ncnro_|d_dXbn*&3eqsU+iu@|XHT^-x5f|0g;gML}(sfl*y-v|=z$8jdd
zUr^m<*eJi|Uixk?&o09G@mG!!|202ni#SY01^JSl<_?d)39`K7-g%=Fm>$e->=5Z0
z)pi6}Wk6(#RK8-5I4lMlbCD|jeGUq??`pE){N^3Qj?<<ZAuyzgkg>1W<*n1H71=q$
zNXmC@q#!)$78=i{==aj)(sdO3M>Wo8<$8CUmJE26D`FrZApCr+EvfsydxjqVL&uX}
z^_!q>SK8SxBm30ic_`9ZFF0bY_IGh}a}12sV3HG~BZ`JeZ!T6aS_%NWW`cmY{v@Wy
z1UadbIbU2`TU%MRMN2ChCT1Q%yy|<sqa59TFm=b1|EjFAyeD}C(TK=w{A|#qWlZj~
z+v>~=u_(QiPru@~VHjMe5EH}DYsau({~*Ncv@k!(_()=xwWO-a@ztJDb_G4xHzMSa
z(zxUP(%!)}YdK#%e%<TV;E$pv@jqbJHH!!ToN`o?oo!g55l5rjcd8u!W#jAXtmdLO
z^;rw$Q~xVF!31ykr+j(>?pikJ5s@3v``0?dPC8P86cLh!FLEV6Yo+fef97d-&3WD7
zHuuPtYmb?oCnpUCdV(JjBOUO7-@l5E|AF)L%qL3Tn=dg)Q1dIRxD^BDz%(s*sibcH
ze4<H)ovB~s$2H$I`4KYSA8@c!5<bLyxMAGSG$}%L5kzt+xw7Pc1#E~=Y;gT!e8M*f
zsZq8mgdk;>|Jj9Ow_V4?uRb&uF1+(woUksJ94j_Aa0e}uiRI$a{Bm)USRW_qIl|lc
zG%r#rkH_PB)>vcLll)>r{X?$T1ZsYt*ChxAJW~my0aly~!QgA1!=}V2_r>`s#uei}
zS3doGy80|n|8SP%+_8(em$-Z_wr$>YP)L{?M9PBaUP9-Pya)FeG`PR%`Prv;SFm@s
zns%Sm5oS>8v~F)^?}ijSjIVa)gJA;hz<}MhW%|BWVs9~}N#=5j_%^q}aJ{_Mv;FAP
zH3(8eDWv*8f4@7hv$GpRIfHNEH{0hr%l2Qirh(58d<oCD3`h%&s@7uI8Ie8N>(fx&
zS1YaVwJ{qe2<U_4s68cQe$i+2uz^K^8mfrVm*LYeaA0e0`^I7r<@3VBEE1nGvL}r_
z(npRMN9p&bE0Q&})*PIrkj8Fv!a!n(^73N-7G9HT4_uc#P3Zk0gKygV5@r);-&0{1
z#i49&&6)Ze7bd05U*I6-HMol1fFT@!5urdWX6`<oxGOtdZV9h|FPCMommo%_O&)!u
z>oW;}bjH5V0uMu`gBMLlAh`Y;uRv-#fJn<g$=OO<VnFOjf9Pd`a%=<#v?HNMX}zCz
zn-?U^&5ejNwB;(9Agx-LU2IxS{?^^21f_t>c4LsK_`)ot>l}|hce<4Sc{;h)K(w?^
zA>hIG8u}N>k;w716EQbb4wpo#FPT;}W3t{Ans}mJN}`W~WH{3)(yLR>(73H$stQIY
zsRmzvo5{|@n?uZJT-Bro*&k9_KTYa)4M!;HSaQxN0@M)6+hI3vukLgNu+fL#K!Q41
zm`Kn&R^KiuN6b>fRA`XQs-2Chu8j?_a`qe$cF)GeC+L4%*DU)@rm<VurL*QsqX+CC
z4+^xF>|1U>g<Oni5Li@h$3@7r{JAV(*a8wqgx)3DRh+USsd13^Yo?6CoRs^?>SVIG
zzZ3oJuEHVDXJz_Wm7WkCRNd{u=l2q7+F<GaY>T$+Rnn?`=ARVIB48{H5nrXT&gncg
z%>y#2092HwO~edpJut8CFnXx>72m(nIj4DHaNoLL1<vT`W8ZV6*#GuG*B<Es=dVKI
zHi$!d|I2>Uy??(PhpE(|rwI6|`t&{3r}Qt+CF~M`IJZcyn7xFMN)pnzyX*<)1;<w|
z`Rb^KOPIRsWbll_Ma8$E`*{P@HSLC$vTlAluCEyfXiv&QIW@bO+y3>F8<w?r#3%Ok
zOnYGlk$uk?QFNpeTl`P2iP$@~Y$!jk${Z!WyGT9jrW)$yqVLmISn95qtZC6C`f&73
zd^?awk6I0b6_*{KhHYMP&Ig5jTKR2b@;)9&g1+V|+8*v(oUE-IaeZ*TKh1(_c!rZ~
z9Ya130gE1F_!-J23uO!9FO0rfUQ3z|8bB6tN0S$sX5)us7DhWP?vhkq-$0P?5sJaU
zR3LOiV7eD4G!c#TmQ2m?ch?<JH*mF45)w_!QrX~>@dI$pR%x`?t<4^l%v5PMugu6s
zo8Hz_8ERSMpmWMq*6QXu47P3nOl}+^bw?tY7=X~yABgg6QUh&8R;Ey8Fcw2RdLhM5
zqB9JPw2CbwgqBGD=)`2)X924kCI8o1M1NjWVI=`6^E9Q79nQ?4;&BqLNmF>LxAkIG
zi{D6J4oAPaP!Ws5k~f9RyPI9~ZxE-bv?c^|A`GpkSYz)<6n|hnX|>aYuOC=%PcoUF
zVyM;m5si&wsI?6E3m{ej?AeO4s>Lq@MKm>mL@5KjfN95s^|$K*q(*b1_TT&%0H7J+
zkv^$#f|~vZXqpm}l2HZ$=ALQkIG_*lpO24}TA1lwP2jK?0FRjJT~}xtxLDbVbwd0H
z9{%HN?EUaH;({vrpgmlDc6S7hfDokR{hufr;AaIk=c4n+uCz$GJ5O*E{sVDi{sVDS
zgX-k~Y^%*Xkqr1eLS<J5fjDqRmp?ksnv*ve;^xyAL{MKFBj5ypV5<*fW3ec3B9v29
zH0!^%+^f%f{ZBDX6yS!;;ZxYV{(pjy0`wqWGnDe@D+DEq=9Z`&!o;&|DL?XJ5H{R?
zTPF+}5z9bac`d+#lsrQcc-3f_YxV-RMx(;QT*_!Nc7A%TYDxBoB-UVFAPaS%D63HP
z220axB6)n5ju4T6A~q4H8#NKYlGY%DshiRXnLR5e^f3)m8WET<Gtr4OQ6Z|LgZ%?o
zV$4}IfVojYY&Z0ix3@P?tVu`MV5OuY=ZeqMKDEweveE^0n6fUw$1`mc_A;wJ+mX>9
zNw*11T{Y+=Y!StHr(6J3F%5d}?ej-K62$i2n%aC1KL~d#bSoXoR9$Kl-kn?-we&{K
zDxy)un0j{tmjxz(z1YKcv{P11Ee8@ie7%7#-D8Kl@-$sMV*%O6<$Bpg_aKp|)wqRk
zNjb1k5v?b&@NB3qa>~PLQ=5Yum+0?O$qHA^N^IOK^?H4)+Uq~mQ*Q%48!<rmcU8Pj
zyUNXW25&7D|8eO`_oL99W<1z}7-|gyO+;@!I5a~&bc0+LE5(9-&mDu>PEjGmB0TDK
zSR^t$=*IGxoG+8F#FBDIS-?6WAd5Q2-tRKy-cYWXn#tsjPD&rKuP*v<IS!S`Wdc<+
zrjX_1Rj?T)=KJ+10#M%*b$6;+jSWwjTQqfFZersH&9}P+a(3lVDpaY#SrvSE8W(8{
zEx2awGZIJ-pd|7rp=;^6P8TbUvc;&@9W$arhw{16&%5E-97k-hQHR<5L){rJiLF@Q
z%sRB*ZjDNp{?2&qnp$vehaQetHj`<I0lku~Vx9i-$~YutUgy2-vnUL&FS!Kz(#jRT
z?st%eNN%0rfc@iiURtr=7S1N%Tm^-f`bQ7<IP5QWyBBvhA|`O;zwRqy5T42})^<0f
zih_YH{uE)YTl@L&<0EJy(Z|4$1>c(?I!^}AeV4D?^W2Y#AOZNe=6J|v@0m%5Kb<O=
zh6D)9;?=h1Q(asFU^qT#E%JEmfkmlk?3ncdYli<9t}<EJI;IVrGqylk%P&tPL95Pl
znp49J(`6(KE@Pz-MoO`vYHY>65ES4PLzzQE(%(AcN(Lpy5OhLw^k>V<DQ|=^=XHGt
z3YRF@q_{%9sAv%)e6<1AmUZN&Vh!_SLn8EFgEwM3`7!B=HRwd=<@uQOx;5lK(3qGU
zB1)CqF2x6Ba$PJ9t;CNPVq-<#kD^o3)9cKw-=C_iei>gPY+j&0lY*McZ-_u@y4K#;
zW8yQ03eJan<k8HZpkcX>^N3~zU0|*K+?CeftG@zx-UG!ZT)&%P@}WXQ*67P?cG-EB
z|8kbQwApL3thnZ5?$Vbh`<fq|W7v2&YsB!;<KE*@W_~{k2^sZKPdN^&%%dUB%1g7g
zR=<5U=!a49e6^{ru1?t=(KTaEC;d;>zlh%C5)KL7Psf|-bnll-oeBwR26#8zcbpXY
z^oYmYfjYg&msuKb1F?_|^3$0yRR?{%z5_N|HTo^Ygb1z>eZ9yDTN%}tv0FfUeduL!
z=hMPn5$O_Dr`ZLx;1@&bs<UOQgvGef3U*-E!n5BK^^}&6Hsbe0TpyuflPcaREZA7q
zTZ^HE1wfX(g?h_lHp$*=g&yy$23>ey;B~*qnDexKLiI6Yn+3w2IDW*rMEeHSO|AN_
zIth(Il7#ojAOLqHDFTK#p$s0(>F9dl!!lj}*?O((aS{Gmm8LsD&4y@?fF3^}2u11E
zgjtCIRH6x;jmpAEWaiTDd@*<&_HaXO#O*%f1_R@wwG1uY?R1&<I>#ylNw=-_Y@6D@
zSiRkyozKQcob6%-)TucLXh5bZ19^Kb=6bRjm8@=>$us@ssxM6XDryOR?;821Wqpil
zfeV5`TCGM6vvhx?zxPkZ-FC~hgRZoyaAqYyy&{plc2!qx$*ErnzNn{M#`<Mgdtu@3
zY&hPsz2MlkUj+=Pb=b<EZxVHr%smo?k8g(|aeJ39zR}&B21NOhqPbI>GCKAPOligu
zoq`X%?hQS0@a&tVnSyqf-p*I@1s5fM{cf?eHQ#0q13F4>kC?tKE)H?$f-LI!DC08+
z3#J{4(yk3i<3-OxyAVB#l4~EyqchWXz{WICDMn(K#*oPr_i^YIVbwN9Kqy{Pp3N&7
ze%Bx<!*GvrLSkZzGe7w>XYDCk4;h!^fLqB?`%Tr{&05E}8}ZSP%?cxPk|m3V&1I$5
zux}!hV}hvJ)=WlBi=Gdx4@FSdb9`mQ$o^{vk}Mdr2e<m|kBQNrP))KM&UHI>F>QH4
z6mIlCt2Kl6@qZFZFTfVkGp@egHRR*8T=JYXBYWmxF0hRz;{n2Qq)%?xn0vj#hVph#
zeXrRsF=vf9(9%<SiH#w=I!(Y9i=)_Mgi*FBsEk%U@ma)sJP8E>KQKDs!Jm{9ZFOkg
zJkS(4LQeR0a%hI6@WVrH{=U(Z=%nZKIJ5e_Uo9i5(I)FkdBzX!JF@+$bQ=!p2-i%*
z%f;f!4+UCLta1Jnr2T<(=Yr(OV>^tG1%bwA{>t<Mpaig-2jF_fAgoH>mLg(ehGT-c
zXrp4XSuJL#1bWDy9^UT_)j?yNlzy|Nm`7i?*kOA&Trf{$;&$NEqu4(xM8<Yt(Anno
zNq!!$TNavQ%%TB2iSUJUr3%`ch9>57*A}BUyQzihKcSrKRv=I6zm*Dn48xF$75jw9
zHohBT^8w->iypj;MUxSTUuiL6oD|*ykaWLr*O|RW(V65+;Q#(4@_AMwYpcojkW0fr
z^dtd^qup===3<Y;odbaZ!X@AA=|!VsaK?y#8D81<aj6^8n5P+r_A!A06RRWD(y6y?
zudGLCfLkUOF<G#^!Nj}&nLODfh>x7Z*DYvHC0RTXmAlgdZ<ISN2*pWyqS@Er1$)1G
z<Z`sjnXzD9QAOkU(R7HdvQ6G<d2d{$>HV60+!=V|K0klmMz;O=2JT3ljndl<fj<*e
z4Sf=DEd>h<96HQ@^7N+P@eiLVxv;cnP<}JUr9b_bOmkWT$h6HEnZkVlfdn`idXQJs
z-bv^~L;+-%0QJ;%D2350S-kUl<-(!5rCJ{SfqGa}o;FjHTGn;zQnCagU3RHWlLHsd
zAJsri&z)+e=lResu)i;mhNzsD%^MdA?4rA2?R%ds{avz1!)s&?8AjkqJR=X%x&t+A
zw}*%`<dDVmQ^Q!`S$j)u)(jQ%<{?zHt~?4B93)*sKL{z_VS8Jd*{i}IBt5EIj5P|8
zE-5gKsjgGS$`LS=lY$Og;Aj3f++i>FbplCk;U{D|h0E*>sc98|kH#DdY>`e2m3lXa
zn<2B@$Ym;y)U6Yd08BRDZHb<M9r4HEPV<c&ofW0zd)@g+wUgsK)`<&8c;m(^pmRu-
zWq)1tmSHOKYp)^YnY#-WAHj&a{f5e9BAvtZ3XoRXL2Z+YAEXtXTh6*vROO$UjKZZA
zlr-M2;uWw~!TUY`MGe&>XN1c$GlRLkOzFx|^JNKWgIlw`RkeLi>2w%&6i=o&#XteL
z^0J4`vF5AZf*3Ho`a_+fozl`svQm?I4<f5V$_OLsdY4ZAqBvGY`@F~Ocw3-0i|LE=
z$x2yTYP+)2RPEhT4SpWA*$0blW$#0!k*_MB3J?~bA}{qaUP<u=jS9sqL!8h`=>G>j
z%nI6YF|5=RCC<o+q^MlC<AOv0GyDR0+{xl*glE-%J0#SAAeQXu#cK<^vJXHYCY0A!
z-US>}Ff8a%1Z1K>{Rkf0<HQ&&;x)pY1P)Guvh9$K5#%BQWGY<A??2GAH&(Tk9-aPE
zk?90Li=K~fN<k{K{ZZ4_v~<13(A^H0y86_$n1?hY#Git(CIOlIRUk<ZQW+=sG#Sms
zHrmx5@IOC)*KjBOPfQ7rgSiNjB@j$vfc0;(iLU$Yx_!)nUckDT%qgq*Tatd-wvI>n
zSU^13C<1{VvqaA*FyvY6AF9vq0*D829R`1Q$r;;U8Rh&+e6rJGofdnp=o)i89Tbf8
z(?FmtX}Wkoj9-3=PKszX>cwsMS~{V@-6N-TjKoNlVM^ufd5^CRCq1QtO|3pyyCmV}
zX997LYHoq9if2k=5%XkfwXEa_;~E1%7XgTm<yUTMPL54Adu8VV^3~%GvB5R4;zhz1
zvUXCFLF~{)3#IK^gG(MW$b5GSR{7Xie7$wr2Kyua-JJp3b;D^fyD-w$bF%BF!|kju
zUbWX`2aQgS8}51Mw^|`j8`qxRKn~;_98s+fPQJo(<ZjVODcP<0l5D?+&Q|KGk^C)Z
zbf-G5hzfi^Jq{K`R8oD7XTOHYw6U?BNL>P((Hgi+J;j3t<XaHfmfLXmvM-1RB2fj#
z=AJ1+`NcHCKro~&#UHCS5{_pK^f8_x^$7irN}kt*U$r%+n|ND|=ok0e4k>0G=lsp$
zsSA~vwf8C2F}y8d-&=thw&W8Z%<9530h{kSs*#q_HHvPD4^_p6fNHTy;FNL7eWk>}
zOJBGxcDCywXC|Z~h80^DO;%eGrHXpB4q(ee40OlC+<8ZFf*b<3mF{TRb%;|L#?J)W
z3nN<_ky7h=<%M`ka<X`)2|L-n3=2K)d&?o?(HSP`PEYNNF^@G3R~vgKZSJ_!2T}>+
z9Bh)$I>{<CF_ZH;I(`gA2o?_iN*$<<W%qJO)f1|ml9rh-`Mr22tLv7sxwFkI_8pFC
zWX^oLK{k>>$k3x*yc4!Qe|VuJgy1j0Ol;YKC=?e1^bpKI*UY7ZKYO2#9?h^#L{O)Q
z`swTM^wQR6!wCgKfmQ?rl0WG`an(Vs7$Ud*kx2};flKdyB6dhX=({2CzNL36do=aB
z*RyHYsn_D;wxYdJb3Ffh#^Z8Ki!NN=FQ=l7r&_OShQ~G^H>SZ9sfm0NO<wm?a7|4O
zl8cb6VOY#0CZ_M;#mxQ$62BE_i@YY!D~%`CaXWjD=}sNi+pT6JmVBX>;xE~6&Fs5r
zZ;YN?ZbPQrQ1hbMSg$MHh))kw&+l0AAsvTHuUBK1?esP848(pKzR1$*co&QLhYSr8
ztYjXU(XcUNqRg^lsQ~L^^!Gme?T<Y&Nj|-sLRDbG(1aTlUHAyGEM5p|W=s>(ocr(f
zWcI?pKNC_A_pVZ_;hmq$zc_ln@IZ~KG26Ds8#zGl3Fy1H^$G?;Q3c|5Wz>51equ)Q
z?YvoMEJl}G<J}vp;*flUWxj;BWI}9!^zmuL^0E&7Oa{~kMqw%ebdizqVa<E_jo_+z
zUrbfual7oQv^cTN=np%u_X86dlEZVP1KRX_Fzk4!?ey<uy80B#*Ejt(?7wP!=P$a=
z?ry0v=@Y5{6b?hz5|K}=r00lDYVpIc5v3JBQ;IHny7WER-8w9=#0CV6#prhn>=!+r
zWhoBNUhrV6C+|g8Sl+vgNpe42YVi@z?fCkX-j4?&EbD@6cooO<>M(<U41+95MZ5js
zsfoGzF0XBY<>k58tBX>nudt57-IZ^_lDdslX-}&VVJs`|xm@)K>LOzfS#%?%E)KqE
zWiooUn?R&ImX{DFQ!o)XW0QW*qJ>bqIh1w7pXL{bzb)qsZ3$yCYc}##&)d`UU9+@6
zz@sMI36K+ZscCEb__wZp(5W|<Wfv^pz^^-AD~{mCIJ;%g?$6glvzO}2$ac&UFua#h
zY<W19vV@D=PjAZ@`BJS1K}0yOdz$Jy2fc8a^bZV_geo(@#wEYplqYH<tXqCHmRerc
zI?3ao2HK~^Kha@7mdxx<Hm(Fvq@JM(u1`P7_ew$h%ClEa^S{WReq4+8#4!t6GEya%
zP7l5hJ<omH_`<=Mm9*AwQq$C(oUU-%(96RsLbk<U6<?XD62tBTur#Mi<nVHm6)jRr
z#&=4gUcPU1hMZbzM*!JL3}-$R2^E(9b3=fQZ$D`lQ<g(eO!Dphe&jgJ#3setrRF(%
z32CvV-svqw1h*jRhlG%q(z}fz_B|mgB)b^TU6sw&*d~@6pM3J`6|OWpSGys?q5rRs
ztMAjo!v|YhXC^zj+ZPw%1^PDVq*5J^F_Gdmjr2wIYi3=6>Dv}4I2WpAIJ_j*U+)Ll
zp_FFZ#~Z`K(T02Mft#@%5`*K9={4u?{f4YE29v+MUxJLyeH#OgcZ(A1%;R!mzR+LZ
zrGRnZB^Y&6A*egO7ZwIBu8U|!SliQ|lP%F=S6`;!b?DHkj_}t}eyW+BZ*})_UGH2S
z;rRMxSx=zpecWIwK2K%@G>#po5)2&y19vh8Q>|MEC(XgDqVnR3;%VoZ%!Qn{rE+Zw
zKYlNK)%wV={X1zvHBO{F?H_)bHoAL;VbX>%5~ZCp6jrl@AwF?5;jHe^_^idJ0b_+P
z`?2##?mHu#+%6Mf(fO>q(?Jj28>m`WJM_}VDB33Dh>+0P9;BB-SI0K=^f46_iZbNe
zFdJEv6<+@F#TQqhT-31h5D?^Ix*IKc=XxPfNQ*^0Ul83LQsp_SZE)ZNrvL&>u*qIj
zR}&|6+*>#rS{DgEHWxc~(?da8_b4pn^E=be8Ptu&=f&o2yszI6{uE+DGcJ^_c4g-b
z4C}y487c%aik_6gCd=}<%$V&)BRr9)de={Hh<>)wz#0fvJAxK!@h*Kh;j;G6R6c~8
zT(wHe(nlizi3A4V@lSM+E+AjK<rYOwy=Mr<WTC&e@p|T%3LSjZXg#6j(|=>TTcSJ5
zmI09pi*&(X;ahg<Jx8gizR-8JoJd>YTZ1^y_Io?Jwt_;>)#F+9*jpO;lhEXD139Q8
zt*ax!ZfUo>=W~JyPb(HIN{({#i)R<`tHyq>iR83Fy%t7DbZBL(L)qzB<;$n%>et9G
zB!(~`WMp7G0hJJCZ}&#>LoP{}?uSlub5^CWGscK-Gg)^O9$A{KCQLzjcHgeK4VO4*
z`I}4L_rB~jZ?&a`3gHw1;v)3a^dc~<+FMJNq2eeUT}fY8n$i<dKkL!*P!3ksoYZDw
zY+wZ4;Xd7N3zZc6JeHxr=Nv)kvbx0ad-M$h6g8?XuM@LsdJ|!bRGm;Y-GQ!_GyV|`
zHHh19syuS93Y}_LRX^gK*%O^g`-v>T=1TwF6kjo~P-A~S-tu~0=3f8ZEj}hsIB3&T
zSLbJvYWOW^`WZk*jT?T=ZVSm7UWT`-A>~3yK?M20Amfa5=q~=cO38>mD@!l06U!8-
zeud4ZF)Uzn!adxa-Q4pKzOAmVuECv7SfXp<4`DE*zOD9iaI0J{@>8zkat{S#MK*=q
zW>ivw8kIWkS+q5Mn8KZKu-E%BC=z&WiRy78<9M*}h*K4{Zz={_Qqz_~x&{_V*T}12
zC%@E15UG?gdgGQ2w+*ey<U9R9CqL~3C}onR#UZN<TAkPZR*uVba6bO(+zZW4K>L$d
zm9hq37le)eI`p-FWg>iRlv+TzB?tU+V-E@3>2prNXur`9nt8ubf3Kf74whtwLez%6
zM|Qcm9Z0b*xJeAOnEL@N-VLu`9u*p=?2@(-smbOKJ8ag(jd_)5alI7Pu8&^(`K&l}
z1_o(*xeU4fER3|*`JvP0&c9b(fH*8uCmbF!0~8fqn*lhKS0l$c5mnG53-p-HX_%i`
zbE*%)=mleA@8>;?{IE_R=;dn&5@N{#u4Tl;M;|{=bP6}FqT++mTpgn2^t!`dS#&Rf
zU&d*b$PH1l2M#1KM)sCI1gqg+PT~o`-o?|%h{RZM*xJiRyN%wt8kT|O%w!vbOt|M4
z03ujKqeJE;IBIyM<IkQ`=`qnzvzlyRC&XXh9PtICpkTBUIVZo!!h)Rsemzmd5R8wD
zGXROBBk3};ZTn5FL1ARu=8NO^WGwo%utR9ARIn+5iB(|6qvNP)%`pkgRhH0n2gv2i
zMRyIy1Bpc<X=>}~1)C?s>!L@lkRi~}{rvelQAC{01D0$ztu2_dFo4?mDWVNzPj{U?
zeKSD2<|iAEe%DM12XS}KMWdmx-2s9<0y%t|Tu$O>&r2jfv^-UjeeaE^Z~Wun?{BkR
ze9`_2cBMip<!(&ZpK%KXk!acXI{j5bp*Nc=`MDwlF|`$eDju8IL2kn*S^EYe|A2rr
zSfi&ZzbqM+fI1y}q*H`Ig-`1VO<4AG*-YkfibyMAO*`UW7sm-o{$6_!oH)uZ!zXmE
zSe)3FhHn9+lAumjARJT8q?_(<N_h^>-6nV)5!@vQMoqEDwijAz%sBDxZ#(_;T-OHd
zMdMiUjVu8~4RYd@K#u^gh9mfRCon(sp|YdAB}u1sV*h-%5Y}2e7IGsXgbm8It@$3*
zk}e6&3-q6iU$J7;!cW$qx-daOM7v?HqS?0fUO3U)<X$vgLjiA;mHj_tB3Yp>by<8I
zIH5ttiSr(sSS#}`{f?Wz+-@8ja??l3C&u~`oi(rNZS}WrDOSS3GZB{Cj}Y=EHqGZA
z=YkpDBw-_%f3Q%&*f6>OWar`I%U)-6!K7f9B&qu0E<!_S8u$5@mH`2NYF5(5)wOL;
z#&mhI+rAJ(SCP~DhCfqBrs1j<0(=?q2DnY~n>`-2lJ*s5dzGnmZ%u6Gv4<&x*hN-N
zHM}%E@hQnb0ZrvLfEn1sEq!NK5KbakBobl1nRs#|nvUwo4m&h|Pn)T_?rTL>N`(XC
z=7c}$pY+&rF);+s3UOrzJx6Pmg(e=1<`DP`?uP@XhX=(HS!)9|M#CZJ3vq!4T>J{5
z?&wb_=;<L#7k+xnl6vFJKU}U)*!xuhrYOnYDNBwR!Th^t-};x4rja1A=snI%(I2n&
z)uQuc+R2sj?){T68$7j)pi}c=kHTG2_Em`Kk+H=Tq$NjiB<OTR>Sc;te8dXjt{HE%
z-duc*5vbb#h%4>H!m0iPTb;-X=*5RI&nTGNh8TbV9=LylR~l)2uK%b#X&7AU;1yq~
za6wK9|1HmSDJr{C;hYR+qKd_gaq`I1`Y9X20;IIP{)Pq$Bj7=tM<Tr3A$VH>>JO9<
z9shrfioxY$LTd`JxkG1bq`YlF2jo8}UgAF}UPgGOWREkIF6TgcmornO#CjL&1I4@3
zztJ8(0Se1+4{?DsS_2`u4BEUN7P$V(09|B4HC9f$Qt`nVcK#1%D1K6JK9xh^_$1@+
zsJ~9ia~M2><zeO;w}v>CTt$$Y*7;5KLD-gG%|cHLWDI7HqZ8pdNK?M=Qk?)i?ZkM?
zg~~LqGA|OSh6K`=q*Z9p0Nvj)xmTcgu_9^a*zl?qJxDAAJt+AHd-Ri0dTwZFglKaX
zGl*+a{Cm>hdT`FK;wJ$Fmi-ElkB^T<B_&#)Y?ca2GR}BiU2|KVhU<M0Ch1!JJYDnF
z5Fd)GiaglDF}gh($e+l=?Oz*zvFI5q<B8bs@8Wp7a;wu#=mpe1)FYT&u92sENyA9*
zX;QNQd&)}AXFBBO$Gy{}!IO^#@aISZl{fU`3e^|d#I9-FB0hy*xC_atOvcRtLI?1|
z6k!FnME{r>NpYcB+?-uXO#Sq)2OBMR_{OjCRU+E3TbGrN?j$Wbk!Qs64kluW>VDn}
zwk>hXviHxWL$$0Da6^KXMK)o7h%Baa(>EI}=Bl(?oYS!0xBjh^%zW=aq5zb9765RD
zzR&5oDhmtCOB5Z(c{|E5O88o~50DW*lZq1UEvN=QTd9sJXWB;G3FbViiT?}QCXHyW
z4qB>ehj4(dgvrnGwr+oTd5qld{Ts)VYIUbiPCI_FutnIgXbode#j2gI_^xxUtp>Uk
zQ|LWD2ndLqD+Qm6?d&3XdiJf-&?Sb-gna+ttssj4KZ?j}m*q?B1<l)MlFFF7fsQ8m
z_8JpAU$neJdM|U<l%_NS^xTwt*1gg;yZ4{L?lVqVu!R)Sb>x%D8EuN7#<p+6rg{ym
za`Ze@E{3T;X$ElTiwCsN16+bg`Le!gP4R?FI=O672RS%nABrY5XmvFna#Y}=&km>a
zfX0a<bv*5E!Y8Feam8Xc$2iB$m%%2kEeY4Vy~yb^dpwfAQ_NC~g5io+6OZhD<@NL-
z#`Lzl<MO<*7;jy$d#EoIBYHJsP(CZ(kYRMqD=T?B+>)Ya1IU=bP<=RHF-tu7xD}`}
z#YSFpm9QGKV6D2mI$IKx#$T$ApEn-^cT|)ExI6C=mMV(6r%CRk&IP(%<lN8Rde=6D
zb46v#fR=}xwYJPXfc$4o`0rV3Y9`>AWMIGhl~H}3`iL&hc`<vSubw?A3v;4Tku9k^
zf4u^Cy80Z3%>&ryEQt;|F~k)JjCKDl7HoI5v9_+n7a`hXEp27q<@)z|lT#>%EnJVg
zZ=E=)=6^|>KEo!!>%^*%ifKGos@eS!`Ln6fxD%jZg9iq-c)C%XcOGcM9S+qS76>j)
ztE8Z2DE(eadP8@!@CPYEb6(*_a9;^za>FbvQd>7A54ejl_60yD3r(udkWuJ+4xD(2
zNmSDA?{(amSlCR~Io|HU`5~=V*Sm?z!32Kb0uPbY*0~;V=8&Xe9(qV`Gh)Waz`}wW
z_VJ+)C+jYew~Io>>wbFh-D2D;elW*x8G>i#HUj6Zd8UE!UMqCi2LH(X2E==IK4ui&
z&Qv!hDcx_Nfkc9ZIxBU)3Wkso?SAx^bXJT^%ybj~!dy;hdGzgWmobqn_eG#lF%8<J
zKOB#r6!Sq`o{Z{YBYSlr*+3y3Wvauen+4uEdpsD?1(&!Jj3=kL^U$R%e_0BC{dSK>
zviasP#`a^myj=8*usr{5({~pU6Pij60y}W_8~XFtBKn`{<PSVMG5?FOcM8vJ-MV%w
z72CFL+cqky*ha;!*tTuks)}vfwz=P$bAIbvYwxxH|0v1H$hZcc@$}x>-TF<k+}Ty~
zgfj;2LxlC3<!)m|1c4pKC53^ZWMsRGS#x;)Zd&d6CY$+fLekjpL_~n2KxMT#d00aV
z0ja88=tkISj+C!wBBqU^HxJyZgN9FZQ5TAz<^N5K?XuV_hBh|aq2Vd>fUqR}fsK4M
zU{1aox-w|MSH8R9(=Zc$Ir%})y8O>YC@iAGX0vK>yCoAIqp10BveHIKn_1S29~%cK
zpRa9h#c>~RaP-+`_a^{!;`?Bq0YsaafuV4?La4*C7XL1hXz{W*s#&ph-#|orWG!>b
zlu=HmaU!ugru9kbcG!%~bOtu24c)CGS_1Nw_L;~fdjW{*wVEszzVE)o;z{@AgQekj
z{ohg<l)V73*2o?WDN})X$MrSm`ixJ^Ey9(B)P(tP*J!&p&tQ5`J(JKj?avQ`yQzra
z;GBE-!1X~K=fBh?_om+~fMIdENnif1HLhsToO(TP&F9t~0Gbs2X7n9$<Oz-`SP`Jv
z`<G*YJ3=m-&)O|GHdA)Am~t{&H%fCGZ>rw}yJR#k^CKje{6ea?IPB#qbIB->i027I
z9o&h@7a4l&fX|K|;7H(-%WNeMp~L7s#Cgrn4#EWnh`9W<Rf|@q$gv>YoC}E%?Nb!E
zFYG;SGv_5O&{;;rU>XcFB@>tGhZp!!;>zXF97txvf($s3GY-AUePzI#dQM|^MMkEB
zRP;L-lCFyH(=M}fsiltyfJ*GI>w|3o;H7lQOwD5vL7vtT<rsj;HXgy4Q$6nRMj|-6
zE!QU;mRLl_n3$I3Dhw?W#LqoOv1FrTTaJm0RR?&V*gxuavD(J|#Yp|8d8p_ttR$bz
zHviMMNd1WcTlz@%8a!B7+b&kW$dBIi>n)apy(ma1;uX>|AI%65uN>0=_m8j4U~0N2
zth90`VY0J|=d1ZKk9B$E=yFIgR^Jq|OW`qL^UU}(G5R?Y?JCwh=HRu$G{?uwvO)~9
zkhZ(`ZMiHz7N=uj&7(5y=9L38lJai;F!C!b;+w6$q6YUfcArz`PL0VKdmpkuO}UGf
zq*gzG9*R8aON(tNfz!6E38k%lP-ycb6u^Zvgr@Bn7iWEe3Y4av{Qd0<;4PAR=0s2G
zyh|zB?T4L+>AY0KF%T2Az!rH1S}jtX?w^TUTqp4-w@~pgZL;F{fxeFEwc++vQlp-B
z)u?X;FjGl40R_n6Pq~T^I4;6}DGlpu*qYxb7ebihc5Y+kzyjEM*Zo{-!V>@Yt@j_d
z9pHWP{uhI^NYNQ6eP*aihV7#zo&W2?#9!WtQol~|<RREX#Z)_~0)S%o`+59q#(ruu
zOIY$8JUb5zr_xGgDV&~#BHw0A!~kOJW4KTp5m?sCRou2zOyZXWmuEhnAb!w_6g(V~
zkye%H2J2ZFow*gDMC>V^f$9b*&yp$t??kt5@nz*)^4Wq)-{|h%KpG&;5lJaNc0c$(
zq#x~gg=BrBF-~xX2OqCH#1FPJTkKK?g+5}sEpA}e)i_yUz@`!cLZz9o=npj1mjO76
z+Zkjf^HAfJ8k#H_ofJTWA(8s~s1D=}jh<-%ZC1qBly^r*M=2bl%V?w0<?awF?DJ}W
zq#vaJop2WT*Mu_wACv(3bzb)VTk}IwXiP#5V8R)s0JR`s!r5Ox{!BO{{cFNm0w=)s
zkmNR8ZQ}bE4~6zG9_ru7B!T;H|CLNKmD8>O=J0_M?_v7qpJ{r(?z<%KYI!e7Ngr@X
zPg8U={BFHbN(LncPr&EvFpBz_2#~&KMkXsu1_9^xBZC?W=#(dUv_8=uPyzJYE;Hb-
z=APlq=0ZXf+x2=oQszpBhkIsZeUB4rz<j(M*iR%ey}tPeL&_>%x*zs%WM`sPd%cNs
z3;QAbv$U&saD$m^^gJ~P^w5L?8A+)=vX4MMF)l7H%Q~eYM9uB^fVu7gt+t{pjfS0?
zRI!w$n)gO2!Ie^UMtbEeA^>Ff&oq-*9EfhFe)T6`W}Ri`-!21yr0C>Ip6@-afRQV~
z!QkF6tyjLT#Id(JEN5+p72M+J>vtJm_Pa-g?_64s8E$GVJeM3R9@BdMcPnQ<{lRTX
zc-TW4T<zV(R!O}>(c)9ON@ck}FFYK+X%c7Ja@FoH;q-rt=C8(nfb@#mgO>iZUBG;A
zOjW2o&6j;{)SrbO@r>Ue_W!(VL$tj~Iv&~~wr$I>KpR!r1h~pDGgSq4J}7T?5AHY|
z$s_p~nIFag-Q2v`b(5CVcsu-8eTn+}pcLr}>x1=cSxdsM&9HivEZg?z%4uU(>VU>Y
zs7jA-__2qFJgL8^0h$rPgt`WAI4sWm9&MUlpC+PMF0C7S^CZ)+w~5+B14XA`U8SS&
z9ggI)bIW>zBv_O#eY*Jh^G*^nX_d>H@O04(<2qWPXpL>0Lq9*HQ3pX^He*2N_y{zY
z${xd=@{g<{V4?OuvJ)99i=Dy5R!Wa-sEacX+z+T_!+NJ37sh0^9VWIVO0&Vacn5H-
zf<+U0E0sw;j(LKao&Hv1FWf2=VqR*QbhM?`N*(h0CnON2s>-;|W)Z_65K8*$lUkyy
z!hW=NzLm3nZFkUPqk)n)>88);OCq0q3F+j1@eL*O`2##<uX>wtCazIzfAnk9+{k2n
z_~4t?TAw69x7WijkB_l?ygeV%a99z<+3nqD5u6;gO47Lndwx$Y$c3=n$@^+-R_ndy
zfP9hp)&U<+td7~9vjSv62TghX>$4<?b2PT()au{lQ8^wiP&j|FkAhDL^_6@_CpzV$
zsF{SL_s)wTETC0y8@U-gum5qDOO9l9=b@D|ZkN3X#YG~@9uK(8GF2DncyyK=tW?_R
z)qjapl;HR|I3=n*U0Xf00rVdmY7eT900PN)+@3C%2f7;k77K#ms$i~=f<ukNNwD9`
z%PX=3+8_W7^No|sQ11z|T|Ajx{HX$Rjm!A_s`|*d;Bw_la_FGR-E8rK2}h)bU{1_1
zKu7eu@RUix*!gi0HR=dg63WH=#LSfc2Jo(bMi3wm+**1+88_mpu>7TBS%~~g#S)FE
zSZ>*Bks+Bi;ZtXmcxuh-_A-!f;Ee_NR4=kLAG5nZ_(^<RVkGADC2Eh=u^A)5C$!C(
zPok;KAqC-lj!y)NvquPuo4Xxyv`BZGIG_}6Lh0)Da(ev}1mSdL)jRbBv=biO4_o!6
zXw#b9hLU#z*l#a#(15Q`?(e5f&T4VP`Z&DRz57BC3)lE)*qlFJvbo?p$P|)m3{TBo
z=;E7%UbR;rm^(d9OOWfzFSCyTRA7i({jAD#Ug0>O34dBqFEP{YENl!t1p}B!dZ*J)
zbAIuMA5G^1=mB}~#3^ONb>jm!i897}c?BC`(MywvH6!2|0-l25)t``myU$z+C^V~Q
zcQ${j7bkIR6A(ZD3Z<C*)&~%eCRQ##zh8oh^^raAl%;vCGsR83x2r}EHE<+wDl2?c
z&{lNP6t#io_$682<(*LMrUB~!F-sy+G%V|2FTRLEKOjSXtTe>@4=q)Qcl(cW2B9ZM
z@p6B`{dJO(;*YbUDr=3y;iIaB%g5~3t8Nvk!+-~demm#BnFHz#h?A<jicy1RbHboK
zT`CXo{9C~-1`E8-!?AWVFm6zo-yiwp=Ep4n85~=J{uM$=V+&sN0KLRTYxa2d)0%C=
znSbK5>0MOqhnso(c<DEOoU|3SG|&S+ig`fj1n=lL>?XhJf~$?=%k7veliS<7n1!JC
z*dK7NyI(gm{k*-4{=y&y&hZR74Yx>vbe$iFgmLhXG=_-wztULnHKFZdi3|4U-U|!w
zsp1sfT40!-itmIMj~_n&Xk7R#h4n+x2J9zuY(exDVUie=;!MELwrmuW91n7q4`)M&
za<~5w#xnH^<y$+U<14<WJ~!}Tcl>5nxjCQ3g3P4&qlxX5<U*R?KcKtbSMZ(KO;&f4
z!ibkc1@33FWZ=@{5t!^af6m<{C`TDmtdrh<u96oM$2DsFNV(*yCa$;~dRxGs<d9Ka
zy)}#hb+|>>1ZrRlut&5yh3iHt9*N+Ew^DoNO(e2~in&Y7JoR_c4p%ZVIs{v3E@vNu
zrD0q-Y?jM!#)_p@T|Pn3E1M)<_<clkd0@J>F>=8DJX{b>!y|W)l5-KWlwCBAz4%G1
zQBDfk7RpmTS!w;-xKi!VtX{35!d65(q*Gh(>2{qS=le?A_GGXI-CuQFbyV^*V~%sa
zOH6CWF!72dTM=_?8!L32SbFZ|6Q~=Qg-E*Z;&pnI>5mLqA<cpz&(`A6pl`G8wHw>E
zo6QsG@6&=)^mY(IQne(2+}as~;d(Y~LuyP*oq(BZ=zSE>Lp9&FoH9g2#E3S63UER6
zw59snqX${Ed-F@4s>PFD-HGGng(7i}x6IY@^%FvEZ~WEM;)iU^Gft!zdW|ngF~0r3
zL4)gw!E~=o^U6=*eB$U=UP_p^TaDM3aFD(59mY^(0<r#GVq;DtR?IU-{||{x^^e51
z%)N_ON_^E9Z}0d{2hS2@;X3tX%N~f<(Gou6iQ-O<%=8Q(yKF!vJrF$I)5F7ePau!D
zw@7N*epV@{KJHxWvux`}NmchkDWcDjP@bH0otr%}@r0x%BijD#32)b3Aj>$!63bh8
zXXoMuE(4HeBOpJ141b)${h~r0CW@zZCUIG$#{^|_;%0`PJ(t8YO8E_R$-2`v@Mk3f
zl86d3kgi{I&h}$6rFnfHOAIDkqLNkN{a~7J-kpZauU`Y2GWlt~D++@n;C+M>tVcL}
z>x2W=yL#5OId4Ox!>+LsgQITp%OHk7c7vy5cGEUw)>9G*NkvONFbctO)Wy9z>o-~p
zrPIb%MW@(t`Fdf^NOT~fb~QT~0bz)Yn=@uBl4NN(+iP@hWY8NT)d30@fngkusi8o)
z_j`r{dY-p&oiR9MEy?V6nTx!T=Xc1BQOonv#4pJ>rihCMBMuppNETc<bEI18KdGT6
zsv(>N%S*d$^e?rbB!sjoZig;<v!HFV)t#I^^OP+I#x9oW%r4(f#Q}q=YM$;^rYDHI
z<)VD3@`8PY7K`Tkos9Ay*yJ{fqqcjLR3wa;YQZ{~qZHB8pu6aHR78u>Ae_u;ksvYV
zA)ST^2cU3KDZc>smVxKfsn;0RkD_0b6E5Y3A~IYamB``IT&WcPo1o`a2wfl_(7NlB
z2J>k+saWl0X^zjBLr2l={0W{))p8edkbo20SohMGrRf*d^uKBz0y=0=PdNCTk~kVp
z`oBqeUQ>_&rW~O5Z9a;yHsO)FM0>oxfP$1~A!kae`QAtB4WXl;fbFTK1z1A5DdksP
z{LorBoL$`hJ&bmAU-&H@LD`G?ml{T<Y7YTB_pbgDs;%v2aT&-J!i+u0D#7l2O*CdJ
zPiC_<^l=)4^~#*C*sri5G@Zgm(oO*~?q>$Ha_n+BZDDyMVj4gn%c~LEu-C;-m<AJ@
z231ml08K6RESeguAa-r>m?91B7W#cv(8c@I>40_IKB-3|LNASnOQU%e?v?oH2OcAH
z6Eb-;C}%E$M;C+XPjmZyjdb5@XyDYy$nht8V8WAeaC%>-T8jTv3z`1UYGL|UnUZyE
z2OpSlD4EB<)WTR;6wbai!OqHG5Ar~#{){+tqFUpNrJzEnj%*0AZD#ek0o*h^5tV(V
zkMauBq$;_v8pUMJp^Gbqy@dqqyGJwCA)A?cx8@vu+qpt+_eW42Sh4(j<P$b>TB<d_
z{6_d7H`<4ZA$WXUaappkp+{>JJ}JR3wr%=K69Yg?13>e;y?!9PdNmYyww*wYPO^_q
zPO+ko*r|Ilw6I|9h8omDg_gyMACg~av~N?f=|Dp7xKGODdMbT3w?T8`-n?m<OxzM6
z!=m_s691|Wpy@-c$r13LcG{C+A4B$~rNW7=q8;jhj%!+ajYV-&{wbl_0tMyCCX>}3
zUy&T!Skv65e5s(N`Wv840sQ=!nfsAoAYjx5-Jl4HeN2T<L_aPJKnlDHwm3Be3P#^$
zRO5;0+@OOmOMzYQ->uj2iXfseE83nJuWSP}kaoE073;&x-l!k4m9Zj70NVq%MrbqU
zwSn$%%syOWRn<0c@R$5_HM~Lu^sqU*9ZzmU`JwtXD+)3H^%gE%QNes^55Ga%hthkm
z5~2KNjtSCuY8mO$XqJlMJSKXI9Jq6jK-^@PPSv<!VwYLtrzDZA+Y8VqMb@20AL53o
z6JB(NCN#hrAKdokXFvc5nDBN_5~40MyS5!_1u`SMc6Vg=8)II%Vp7hz5#v`?#E8X-
zUD4|Gq<kERU`h&!jxJ~cLLif<IYAW*CtrTBG2&wkc~aG6zM8h4VhYZHbM=h2eI|pP
z=XOs~7mWQsOxpR9RmRa!8vUl(EcWEHd)sUfWaly#%eBaiBwxqbk^feL5EMF2<?=-h
z+4<@$#?zfM7E7W#Ix+paY$*g9_RU65sW6D`cU62V7~fjZXz$(b^J#VRb(J&_C@2HE
zkoGstPmW}hfc;OuaCILH&#xfOM*B|edx5%)AtUhwYG7&MJ^BJF7){n>T#8orfLHsg
zNIIbteL-M+GeJBpY6=pSDla@+AI$B`+)=|<0`>>`B3qz!Us@Pm$eDY@12i3l9;0u%
z)V+&^Q+|qgV?ha=#H6T@3YLEYThw&rSfLdcSrMJzENPDr^i@UAN>*Sh22L(VjI3Zo
zwn!?VrlVx^+b`srq~r6QeY(x+@&w_d>fu6n-h-*KmVD1H$i>&UVU%3=r#asC)AI{c
zlBBW}739oDxp<HK5UX^;ZmC7J3ph~VxM9zs*w^(QIg^{@A2px-Z(BCbZl2-@Cw{k~
zOb|s5j}PQJfTP>)85<iVkM$GLv#;tQk+{XN(ZkEnh;Bi{P-lFQV8`m+_L8W~@voeD
zu|@K0Kg~op<WS^u#m7yd`CC}l&jRpKSmj`Q1Ams8vM~0BuS#I0Fmy6MO`yJe;Ry@e
zUAHOdsJgcaIykbI&HDhZ8IStpQ3D*D>t)JHJuY%vFkpTm>IYTwMOERa=I`V%R!Z|^
z{qsf@k^A;w+#>wB`N{oo&@UO|S7imzQ$rK>bZ9|hp@eUtlmlh=Zd}h{IVvdtWvZoi
zbY`gDID;C|X_+C%fA^={S;nKbIGR|GxtS^0A~kA`j<c=z8>G5>esB4%p5B~EPZ=<o
z&+M4mmQLx*?T9+K@89AinqpXuL?o|EP(gKwhAcTisv9V*Fyx#dL!{+*`!Dk34xVTH
z7gakWI=-n)0^>`7Hi@dG@$m%pKki*9L@J(y|C#jxP*c%~jbI*-G1qsKaePOD{vq#B
zNu&Q|15QkCQwOK`K#BV4gz%4VmrF_Ii4y1VS4x67%wQ{z0<9L=?^MNP8E-ofj<2Y}
zU)qfNc{{#lX#tu*KnT#$|2xO<*W7;2d2!&R;e$02o_0Ol5J2hl&HE>a#&()C*Gl<E
z#weP+L!o`fIH7XWHOwI(Wrio&JL&cfASyO^4E3T`8vLFFsFocpQGh0xo_1ZrzDm;B
zUri#Ne>I5!B;9ho=_GRNTcJQJy-i%^?XRN<9%k+#>yX2dh3Lv(Izk<A8SU7gGi6;+
z|0t4)O=MX8kuf2TvXJ47kc+b+Q?FqSNC_qXV1Pvhjg-B_(y@Vm^>V1+HT=TNRKk{y
zj>x5iTUe;vv>Y3FmbHA%q1<G&GLG4!kWftk9i24l*0jFzxN%?z2#~jIlJYRWAkET{
zC^m0&96&geS_MlFCR4Qv<{e5DbAOG|O$JHwAgU5ml6_Ug94P->NH)yX^|hp|Y$L&s
zb~M&`qr=+z*Rf3Dq;n5Do8kA_df@e-7J6&a@p8$IrQ=4QH|Gamj8a9KbM?vI&rlZG
z+TU3HXF*Qs)pxYcVv<2E(mU+7!{j)YO^uuQG_B?sa}-_=E#PA4rU~-lYwfo~yDT%{
zoylGV9-B=qz+OLZDKz{;;pYtK7kI91?k?`0;%Y%5wMrGyopD-3!29yMo6;`thiXbi
z+rqd_smrew?c&-bN~yUJmA&}0E>&OZTPj=KTu~7jwy#=V5=`VFxIf0zS<UyVxuIHj
z%o1LcVzY4x#Vh&5ZNpm4bpF8#Gyh<Pn}&a5g-pwO=d?E8%H`Z6PYQNjf%v}W$OqK2
zNw;2dzs<6n`{h!LVo2Vymeo(pB3z=Bs41vD(jtbJG0(9}>7op_?tL|cIs`BVL=#NQ
zMfKYic2UfIbtE?#e*=g!e*i>ie?$c@%KubZQ?4*To9N8avJyup4)|^RhUx6p((vX2
z&5kv_{B{Ck<?>TjE2`d~2WMDFAuLs>W|3!zl1bs!VQuX8y;Vf|)^{hAufqW03<GN7
z`5?-g-a6IeIv+6!;S^U$xNEFb`EGsE^`@o7#q5>-NH}kzIe$Zm@bdJuy%a$H(ujK0
zmOR-vCCcGljr5ekGRkP?Z5Aq#P_0H~wt(!KLjLgi0Dz!!jf4)M6!#s5t<x$drYt2b
zI@TcXExh<V=r?}l>qWzVzMwBsgXJY6iFspQeZdG9t94S!4<dGv6vgeReb~}I4n_ZX
zpNuBdE34_0@YG`Bs((N$FZ)JW`@-n!WxBO1)A;t7jor1eO4%QCi=T0$13(-JJfi&|
z=WN)KC2!{$o!?Ik(PnS(S=GDqFAXx)I5zs5Flnb;44mpA0UcfA0hEa;+n-)d+_~4L
z3qF5xEx(uUjD-Ne6t^fYMqDUz5}itKES8FgbbcGcCBO&$zvihXhOsoZ3GfT3A%N!P
z(*Y1T{72^;L$jFM68+ORCf1S7!TUG+9So9-t{M96Hp_H4!-2<llw{rUmHl%za3Gn7
zOfS4V&+f+j932K=-0ADr)L9>bW{W1LTrKT<z4!&p?{7H|vSh?_g@qd!KV}_>bnez!
zSS`$Av@6y5wf3rhd$)&(>#mbe<a0+l<hjelqqNoNB5QUUdsJB>`M-3&gSDa*+1`8!
zjxB!+S(1nY1g>g_Fn;?Slle(p&c8D3`~|z|Zca4+W?76Z=%+#3dL1G0A~KBP;XZ$y
zM5@)50TWpqnadHMv5-sO7Ye9kqNQ&VLPdFcaU0ZN(Y4xO=_xU%2pdtxV~YCjTbXcJ
zM$yG3yTT?u^lTXo610CX%#w#d29xR=YP?Q9L>ibt7>Kr;kw<=IukU$H2_H17+M#Yz
z;wX$veziXvcE9;Kfhdq=r-te`3>(;**HS79g3GPvFamP$B4nKZ8++;SJuS0Q4NIf)
z7lQ?@rc26A=hGMNj;|(hL>y)b;tQ2`ZPZKh0UDv_8U`LJ{GA*Y1zs6kZpMQzRyO<1
zMW-IS@L@-VAi4D|I;gI4CS-#e0fi}_GCQ7LtMYa9xJoQ#B|}F6M*W#n?T~H8#8D2z
zd(Q{4vQgrq;-H)R)_hsQ2{MZR!C{Kk9sj4w9j#yGw%&DE?UuWUj9ad#R4xsO`jsK~
zptoH24y7N^tsw1O(0A|2ED10|74w8CwT#-3b9V(QsQnNKE-Bc%RTo1<)74}A`Ad*q
zpmrVo+$$}~bHJWqUXgvxJB~FC58zd}n?iTN1<p>95i1Ed!Uey#x(35kfHGYqSx<kE
z%jA5mru;_51YLeTJ)K^gwkNTQch6PT76N&nv>k~RZ5JXT*Y4rYdUA$d?v3RP^BXy?
zR3#OoyKU^gXm|s6`;LL{d83s-28L_OsQ)Kk5OYF=DA5(8MWw-<sM|WEo6A!$`QT<f
zzUn7^=D7f&MCNJqLv)Cbd$t~{-mbAG6UAnyS)H@Yw$N~H@F9}jPF(KNI{;xilT*Bo
zw#DgN!*`G$O{rfD8*#J}4f3b9nRS0}Lj~fLP#kYk7xF9f`4c=V1HTzwI{R-3s>WAK
zQH#-$TDhO4e9`LBGui!R%(*$X-lCg1TuBnU0Qj`m3Q-RPo=F~&nF14J-Yfr|>4v-5
zKx*Auf_Q(pzA5`bYpSkS!msI0?>tdVb<z%?NGfo1ZL);+;4=Ky^b#tR&TeZ(m8@1g
z$9c7xbTaxS1Q%&wf9qa885X1v#VlGF;8Vz9_|5CNxsm_U-y6txP!J}u&40H-n5drQ
z2IiaRCjvoX(R$w2KMAq`))d2rX6ye8n;KIh5+rO@I;$zoE0Tx$_q7hzIw}zx!)=VV
zE1Y~C7cdnVl0cd|juQ)YZEFxbP(V5ndLB4dH_#0DR_R8)>grSni1NLBNWYMXVy*FZ
z)H=2#!W3Ht>}4vQf#l<%OpB?)RS5vz0mpUC+&fO;Q#~3vnT`m&LpO0P5czKuA(`T4
zteG0hCqm#fNibH2$+(L$sx-{3AktRSQCiVHuFn7)%q%BsK3&c@L%%`*WTaa*i`zW=
z{opxD@kaBy#8(=MpP`wvvgepi`d{(_l*8L1RtWcy5WsGd7>nWibyYEs9##*d-@EjG
zW3AR=<WFw^lyZcYN>yF;*?WHFVaIRrf9wfxJxOwBU-FC@K8;C}OaYn{AjcN4KIq7@
zLeZ!T*m`b0TIR(XGrh0@H^~aL7;bhk#1T*3pkD``KnFATL`7Pjp$j$i@XOwG9x*p<
zmH&&7RXtG;L{j$vG!-UeG^2(=BRa{Zfk_w-hxU%(L%&1!N^%ugB&5Hx_lXGf$>-3G
z5&X7C)2CeKr<|zCGsOC~n{Vh6r=U)<AwAwSMl)=W21FOjQ*JnX=KUlV>y7@`SAorH
z$?o<*)`6(?znK>lxk5Z-%%2y~^TFR9VP!}{X*&~fwfzTFGL_Ivu_LlHB?2-;XKK|o
zT}|@zpcKftVQrUe>VC%(zuLRHxoN{hvc^^*I1#E6^hzmkw3m#7G$XW#jHCgQZBr7w
z@Af3|Ke3NXa|tAZiI~P3H5=M6$X1z~7}5G=RL?#_-KI(ac=+p4yt6f5*|jshL8+b<
z5Exnu*OV#a$yZQr?@3-P%r09ZLKR5#9t@2~)49MeCEv+}3pfJj2*<V(sqDN8ssbyR
z0Mhi^si`o#&8EwebzzA$i<H9bJo(ovDt*;FZ`}ViRxIZ`k!tJ$R(C-625|RmB4^`J
z_0`^@aX6o^%vlV#uDsn{4^Kjg#j8a6!aB5-Y&1RhI?e2X5p&1_bj1ZVsDu!W>xA_m
zeIMd}10iU#{i=JY>zilHQPhL;>oSa@LgvnuY0@~9E((@dL^q4Lys4U-i5jhlP#B|3
z0jCE9(r7{o1#y6L!pAl`=U95CQVQnWdFoGmnL`?8?$BajyVot(ji!V8I~?f$mQ|}w
zc`!4by3(G*D4?zMi<e>PS%jqbOVlvpfc>#uDAFCZ6cV8+V9O1iz@y#Ya`dDfDc59I
zGSFhqZ^O~#Byrjk7mL_BefN4j9Omja6)IcujlY*ki-TK>W2*>SncqS*`O8oi=*~T_
z6IoNRSwgqh>{h<6i;yIl7P*d(kC^cmrMh2kJVb08gdtZ3b9NbvybVr)*Q`kY+%QEX
ztZ+ky@T0OuW8z}y$oi2J@5T0h>iX#vDDj-ef&t&c(9DkT_Gb9mOq`;%m^Or=6$>v>
zYQ;*8L=caEa=(PGh~^n+d*bRB8Y*GWAm*JfqaZFjtDd)4N*%IoOhTpTC&1zanxFm*
zlIDPPjjoC%(0oN-e<`25T2X$p+w*{PCv`1g_MmjSKFHJPOjQK0IJ@7#w((Ixh=(qf
zt8Q>B+;3MR>JL=|vAEVCOPXFOqeNaTFNkCIH7nb!vj5_Q1Kyy)@s)tWPbVYw;-Erh
zrBsLZ+amY=*gl|3_z+)?tGT}_&BW=evt8vSn_>4rUeb3E>|B>C;x%4Ib|L>>cP!0F
zys0Lfn9KDtCAc<(;p`Bhy4A{(CY!Vq2}pW+<X99R9=^8!@uc@<6|fd#mi`reOQ`+-
ziwd*w;tC(<1U)4%)D`Z0)<2T!DdJeRJ6yCLO!8_(wTnd#OHO2`^!2p_wG7Z&%(Ym`
zuvkP`uA!>+q0SNHfkbi>*|bm-K!p+b?f6mW(LfQyjKaXk022+_ZJwl+9%Gt-VK^Uq
zzxZC9lvSU2l((H!R(G8cdNoS5h1#r_-48cV`iu3%CdNbJ?jcoin2{ZKz{51oBALQ$
zm<iB=sRtgb$Qyp|VVEwY?gke}&5xytZNQRc3&e~Rd*_;>kIi2or(XNYn$fNB1LZXi
zy7ub!P3ky*-38JgxCA}x7lrs^Injhlv4cpIDz_Cd`1d1dU35OI)i}=iP?t4Ym5-;x
zF7>19s2SHqWq8brrqc%E_SL2s(e36H+qK%Nnh|T)L;c*5p|oG3BMA61BR$-DH39_i
z(a;1|cn*FT`{Z*y{q|Pb>xbvu3aLY1p>=XzjP&|@DJLtig%Oe@xV+WEk!X>003h*;
zn47oGOML-ocim)KSu~rNn83%+QzmVyU-`$Y64E_DtNBH}fLS23T=goaaz_jAl00&d
zhUmAOMYPEGzt}Jty(IUr+>Sa|dTLoWX$yjODt!;JHM!B$S+8zBm#`27!*x-SygLbF
z-1~`5I)Sp_hhF925lv~4(BA0-Zr_>v6l3sq4$KIPk{V6x*hn~rw)*i!cL2j}!V&10
z7e|YmJ<{%e&4m`5%wX}v6%QGKWuGvG=pS3BX=N#e!FC+P|K6gPpH8{c07A@T_cDaP
zqfd}1cgkAyQL1RaEBP6CySRR!h7b~;+cT?Ps*)tOZ(uwr-UhC#+hpla&82KL9u(|w
zy`O9?1L*PGo2k6a`qkw&>RA91o6Jb;q+|jMnBr@;;vJu0(t4|O(voK716V2b!wp_E
z73LN>AU(JFtQe+xyuZnKT|?5(<p^qraG)c1?uh4S>!Yxl6rkF(LFt*V)VpQq8lKd-
zTC^Yap%=;VutGIrsIx&_O=#-PGU#m6Kktb2;~5Rh5ap%^QL&jqJCvJi>&nhHr;L9M
z&xH-LUQ|~NPaUvgK{TzuN>~;~G|g8?()I9;EDgWkdpMBKR|xkt4iWg;MTn1U%@Irg
z8%Bp%k+t%)-26pVRT<U33S&<+gBs&-F{MofCeDD4=ud8w?CFa|T9@&R1Pubwjuns@
z8VRC((-#)#IED<-69XW310+OWCh?!0amIA57El#`4n-Tnp$2n9G=Ulcu$F`F5E2m(
zDY!x8oR)WtQ4=1f71@#sjG0pIXfY0jbEq*)R5LnV*SvRJxy^KGyYKji0cnhhisU>&
z%r#V17af0pOHycJ6#di4QJxXWkOeeywqgF9B97LF=)|ZRnCVp)B3}6l2|q05cOFr5
zqCde+opFT;%Gz;@EMC;*IwBd=U~Y(qPy>KLsma2@aNFE%qF?u$DvX^csQqtiC*SlI
z5y91(Wtm2FelYKahDDqa8Gpwiygc?FG;g&aKAy*n#_QY1bW;%Z$9u|zi&9Ohv!kCa
zL}W~YQZ&`N<3LTUf;XYmqd|_O0V^1B_B!569AYg@=He!1RJ6%kKPW6t_e?IU=qh3X
zV3uO1LVc|)sL7=YL#RR4>VV&4uw*TPCgx+?wu<wvg})@z>rM<0Gll`fuC?Du(*ZJo
zI}a`}Yj>vN!`Y%I#^Hb9ZZ~yA3a)$)POhzfkzF~k&0}YiQ2F(}aVNS+S10KZU9L#3
z{q6&NL8|dXK#L=*7QuYTeDXWwUMQF0ZVj1Cc$MLz7)Hd|uRZ$0!L`nPF}DPUv@Ok)
z={S=}&1!fg9-4tdE|1ZxqU;IIfg0J?jyIpfXB6VXS_&-+7N?dZ&729iyQ`MOC!|=K
zV8u-RP_cm#V-0mw9D})3`3i3Kf^qYR_*nLxkKy^Wfd#ueRLovo7bCuuJ7ZoR+=dgL
z%8PcJ?)j6Zq{b_%lIp6f`Ku8X!0Yf`J(a#Noy<!%-DMULj>(#za>t4=t0+z*%z^c<
zc;6<gWh6vIeW*Cx@NSvO5o2<1xG&`G{mS~k-u9$F-w!|SZ@m0$9^4q71!HiVX95sM
z4m2}6E52{)6)K(}%~if?DloEQFNSCCqpp5>H_c^>sF_w+th;W+PWAQmm9%>+b1lSo
zuwNfbBRd{}V!qg#U{OYtW;kKS{y0c%D5yr705+1$)X~=j*;8A*Qy)lPQ%N%Uef#5?
zsHDD^>r6O=P%hJiGXl-bsL7GkLmgm8>gY7w1YZ^?&cyPDL47pU>rf~}j|HFh&Unkp
zoo}VJB7W`>BP7@;Sq9_B9owz)c~gaMs9hT}3^_wCPPbIy^$HyMR&UAdM7U$6p-rZx
zPGHXQ!dKG7be0U}G;rPp%t<tn<ZDir*v|p5feS%Kl-}o8LU&8;{vFHPuS}SQ>Ea@>
zVP-GPT_C1)4K43k3gyyxVtTH(4&O-!wx;|Dnc8~F*11a0{4(z*KI3d{;{77|s<>Aw
zV$k_Yg*#%4t0M|#_Qo`Am!3i+gpJ}7?c{OzNw`-mitTgGl(3hl+CqyZ87E1?>;?@#
zum+^<(_DWc?RNtI5H%zsB;%n5^BNY=VcqzNWvfO>(c<z07&2C(O?KV4cV}P%^6sHC
zc7kHEt{NLr7=-u6kc_R2eg2*BLM3`4hDn;Fk$aK=ENrYM_x?i`87Z!4f}&!GxSBte
zD7yZRX=e^pFrADem;{>iwx0}PeVMiMljL+;7vcH5h@&1-x@0sOKgvm+v0>UVn!Mp>
zMBCm_)#Ql^{&hNhqYkg-+2&#hj;aaS@|QP$aoN_`B1gRPRGjxZ&N+$*iTTT9Okh6p
zlWHE%4QoZ8yeBo}>f0bJO{6zttlTa$qcmHC8sYU1I0a1bDoc0*j?3nGl}&l-=vi@@
zC}Z?*HX++Wt6dtWelowUs%>Ac*MU}@#`1Hv$_yvri?in`(vgGEx-R(!9pxd_Zx;j>
zBlg1a=TF}`XfL84PbTM8xgwSK?~FyOgV0S*g!-22UOe~SA9W9j%vT6r;T&x!cC0W{
zOq4VtZY}?eqyZE&F&Q#Jird>AIf*>Gq<_r%&8}1tS~2*{x719IQMwJ+GF#eQ7?d^~
z#313~Wi)}=qpmSm<n;4`QNV&EJT_tmuq<y^ws8jw)5rA8$bM5!pH9?`1c$u|-oK;P
zq<}b|JzVSQu!W#?c!4BS>PGolwYT><vQ}_V*l`G8J-0;9+!&IA^*FRBNNCpZ(=rP=
zI%;I|6{|Q;v}8QE={SRa^=WPR$y^#8Ag_Fig*zZpp3oexbVY`GIt^TlTGv9wr)7p)
zDkMkp<maqt*Iq80C-OH4W2$CB`4mn(taB*LM8Wi#$MU5h3ZuxN2cqWQhOhg^wrb4G
zYh(Fz^@-Ex`}u`agROv)F`u_29|Lh0>sKras1&1<n2uEW)5n@|+{80@zdMBkrm7U3
zYlhVXwUyMfKU%(QQm*dK))Udiz&{}?74!qf1fh8n$jGXnRHV4cV$t#5Uy0gOA!77O
zDi}MtYez_hcMEzmy)IUM(AUM)IL_NAZuljO5j#C}Ex#)wQZVHP_Jp-Z39gaD`ExLe
zyltVBLGdr$f}eW)U?K*tDcF$qQfVY4J6vY`DW*y06NC1Ozy1S0hl8P&GiT~(JpJ{f
z0CgNZSBc_OXV3Y0@1{wX9A~y~?xWn|#bWdu?q_;AG~%Jsf|<^lh9lPNg+3GMj+PY7
zI4M2lL^Y6;y^BjQ^*4P5oI{_?g0Vu=f(T%zXXh1FG{52?$vMp2F1(bR{9FTwffe54
zs?GEiiSaE?__l@THQgk5rX1}|!Yu3>B&+`Ioe;tb>dV(y;^=Fh4s1g8>f?68kR=DK
zDDSLEc%W)L$I4II3cBU!kXo-TnRMWdUaV?ux}#Gve*WEj<2C!BXYJwj!4`O7*x1iS
zs6LmjBzMC@vxM>Ceo%dBZyO0oh_C|8Kv@NJC9qJVRAR}-X%iY_L5%&?InqGiY6*Q&
zJwo4JU0}qwnVxVcC`U~5((o+jXU3Weyyy`TmV@3O?s6_t+7e^Ul|80N7kC2t69AkV
z>m*KiX<g$NtlggPz)!E#xC$VA#Kt+$45(2ftnbSD81oj|iN-;K#tZ@lXeUB-^A;ji
zKTy>=d4JBQVQPO|X98Odh?DzpY+VL}R{!eJp8`W5<ve-G)h^jXCCHe25kX4YDX|cS
zk%=-h*IQI6h5<gwn*d|RzjjFxGwgy2$Veq5Z0`W0SG>aAT=sg6&^#OQEH6vzs_2=&
z{AC6Bv?Uh_-6{`7+$>u2h@#um!6ul@YW{R+ETWT>liS|jE+SZFXl|sTP0kYB4$YzK
zL_gCfbfuDcV&bLLOsj$%P6i}stz`uVw6SFNmO!sufoeo`d%@Gn4{h)jrOwls+E&MN
zczSsW;}<KqL_v<SXWiU1VXt7!kzxz?cpx{<?MrqC;U3qibTJ)Nq|e?F(lR!~#vLk?
z!&Wv1kJ+_m4C;NY*MdX5F7EJp|4NKXzkNz!&bnKI4#|CZitT!is9FjlN~DUu?uQ8W
zSd9(HW=)w{RppjrkR%MChb)oS7mZP@zt%j-6O~Gib<Xj*4lpbB4H<-eE3;#P;HYom
zJ`>&4^jer1fjU+Aoe|RSuZW&?JGCFeQ*0B^hC-<!p`EfIrl$gZrB4MdIBQW{3qU{h
zaV@w94tgZ3{o#m9eM4e~n=EZ#XbQv0YIWGAj2lP!Y^#Y0w5v&-1aHk=FDFxU7cw*R
zdw0xU3w|C$5MJo=0*%w1;XP3Kj;T+I4cHv57)36^vM>)g_Yr<uy%^c*PHjW5Z^F>E
zP{uvjn<NS0V5S(k`o)w{{wL~-n4h2jmOJ9iq%lgZgU5;0BJsOkvj(@IcGAVQI0Wyt
z3ItzM+f*P1$d6jVqu|A-{#nrcZ{(L9N{8!QJkfL*kb}l4WF`29f?ad=BTM;@vkYj4
z6y#a8^o9q`77!;&J?%hxwO|h*M0?iM9HmmgO)%M~Qea;<^7RfoSt44sSC*&V(dRfO
zOY5h%AHN?0|A-@oPUHGPSn=40rdX_|hvV$9_iUZnK9$K4tzBmw4NA;(bsN8Fydhs#
zKcl>JVf)evNrarO-UZW_Uza0*RpSMd&H4i*kON&b!vcz0h{-*_ztlthdBiUB?t|PR
zRL!4`nAS;u1t<?ZtNhq67J&#Bf5`2NL@GUqD5RsDu(oSG{Mr+-@y#i@D&i{=T0}!j
zY8*`t9aPIP9jEA<X+*DCR@)xv<)-J}3UfiBXkkr8=!7rhN#D)ITvgya-5eQI(?)bl
z*;nu@t~qG*ePHgfQ%UU-+Ka_=v-s57WCgF$j%=aFLqc%2c5q=AgQQrAHCs|(it0$<
znjdBQH6bGK2Ns1BDXVAYUyMIkUu~C&GC2w?^r`$m|N25QdEO?%Gx)x{hFMCfCMo&S
zn;_KJhtwPErAZny{@GZkXc98@n9fJA+215*EoS*OIHtB5E-c(4UgHQIg%-PC&o7V3
zqvGB~OT*<2lA+{%Y(aLO5`gSJ;cY0QMIl$b_J<tgtqUx=({%gN=|UMoM}EqNYx)an
zLqUZUL-{nk_q&5!7C~omHj&b+5*_mg+hIhcEa?~I({->zjF~ZrPc<NC9+Ay<jD9bk
zj`>{u;i!j0h<B4-ML?K>^4sff(z|VZngMrh-aXG?73ID)km$P`oPTaM8lE!}aTp2;
z$Yq)wvjJWu4KWG^Fz>y!D_%#kBpnQ5BpJMO&s5Q>Z`>`2yM7$p3DeIDhLL2haiWVU
zUQ=${w6$uEIHx($?<xqQ`3xsz5zvLu&R<~hTng~q>crJvSZK-#Cei66-=+)2X-zB$
z9_Y@UX&EFjz9a0fPlkYoeo;Tkhk|1~`gR0nYR2Wbu3>=!Y%})lxM-CJ3PlIG+iV5}
zR2)yMhN4$Er--)Gx}Od6o1hnHV6}I0(O+AaHWIiWe*Q8-&%%AnOgyrMbr^>y652Ap
zdI(*f?(M~r^fH;Q76|ywZ_PnSq21IzF+k0k!0u;jXJ_asrfD2kEZ@@u!~`MMo2VsX
zgC+dF|42>G)EA=(j|c#pp7Tti5vrxXsbi{>Jr$f|Q2@a-Mxkn|J-dlnh%hpg4A6H2
zYFFjVK3M#C`bO@%C_+gJ?ZD{q&IEQUf)#Dh5YWN1b7%QLkvS5SSAK#JA52;N4B*LU
zBkHh#6JeU3u^S%B%Bp>l=8w_V)wTi41>G$biani!L?jeT^sS|gHk!OOdgjxgo`cvn
z5}3hsfNWdf_Ks63aSVnGjB+EtwQu)$P<15pJ#8A(WD3+?Gl%{v2ODgnGMs2wrMa*S
zpl%-mQ;<Ux$ry!H2d*WW0Q;FROZ)qowTNyZel?wc6!N=bMIgl9PW(-%BvfU6L!eTb
zB@<xQtQx44`URkhhTNvCKO&ki1}oGMB$_Y*{1yCHVVr=eo=1S_d-JC#-_QP*IFt*h
zqBU{=wf5gddA)=-6__0(IwH{RKQ*>x*Td*#X^6wKK6L`k4vk3uTh*WJG^4QKke?v}
z`-DH$>TZ~-12Qbrx)Q%IW*3Gy^b^qUX!UZ0&lMVcL3cnzWQhK!QE*_{{gxHRk&NFY
zG)y!h#4>W3wyot=I{GUcJQ<%a&j`^MN(^vbs2R4##%i;7fTjZt2o;%bEia%EFdx$P
zREgo#>rBEu=wdZoWxs9vXi1qH9u46^B3&;6LEesv6+593*C1j(gM_!~ouc3v7e*yN
zO^RrUf(^8A56k}y#2ud521E2iO2f+W&Y{(t`ygSa<>-)7N}B1Xh(=gxfQ+s(VxOI#
zfce!SBH(t)3QHwP?H1JSNC0jyoD^wTzD(?&0A-j8K*((|-Rr~oZ+U)nJ_MVbqQ@CU
zcKC^QAA{p_|6AaU0b2aI>x14__@`CrsNIfaxW(|vVfr%{=rB4URL*PhbkQvN`v8>7
zAdidnv-f4l4DW2+js~z=rF^<ez90QLb?O=F*@5_zJmWU9+6nq@L~p!NprUCbB_UUF
zYJ!Mgbx#M+65sZf;GI=d2AZQQ^|Rrey7A<1WjkC>URP|VuYjcCNw6)qqv_w*U&b}_
zKVTRrsFHEGKEm51R(+PuSF(hiqblc@lRC*{bo~QZ&lgaB_ViMGc%ORfu?B{>d7Wbv
zh>3=BpqGo58e|kXCCy<YWaP~B9U4_RyegG!VjH06&p2HI9xMV@s3?Xmss;2;sq-$l
z27bnkEY5w6LCG{{9owG35EU}t#y{7}-rl}kt(q-|4nmNFnzoapUe8r#>Y(7YJsXre
z_#(T}Q0g;<TCOD$)*fzycemnRq4O!j(|b0Enx1zNn#E(c@ebVM6RFSiSBvXrl(mx=
z6Lj;I5SkgadDqYp29UWuy0ypB6DnmB%&3F@uy{7z6&;iKE~1nU=)nG5gu;W=L_2eI
zCThOB*dFB_k~I8gAI@jksf?t5EPLFymJOzsV;}EL|AnWwByJ+twM8d_20gy0--sKX
z@9CYY*lf}b^Dn<2i^#P<j&!qiBvmOdW3!?8jVqwbFmTIF=uEz_1p1`WaQX2Y7!c!t
zu|M0*0FA)Nh8mogSr93pN{NEcg5kDFTe!f_DJ6fe>fU(}5~-sibd(x(R~=<p&k3nd
zrD6t+qJt!N!CObs?&WV=n%18%^HAj_=AFsPF-@g9)<sV1nw`|h&1A2A&^n$2m2&g&
zz*ayHI7*n;$xLBpSsT1Ko~K1bUjRK%>GF1TaerNM@!DFTBtL|i5erEC)?|ODHiZkG
z3jd={m^x@?m2>s&C_M^uJZ5r3bnDZTZEMJyY5Y!y)wAO~Y{IrXv}b!X>T7vl`fB$v
ztM|bWy~Ik=E}bX|F;+58laYcnlG15>qPR^Q0+16VZ_~l9&j&DkI;^H6e;|S@hEkEn
zyztPgzsaf$cIWb^+gN{N2?v*2Sm)7CH{?nYjUi_uG;sNk>yfcfMf&`faLe`&6YkGJ
zu#g+)!R5tWhOQx;AV+67q6p~QH9_6?5Dot-o(!u+gUFrV$(R#q$hK}%ocG<`nO|>F
z5=6U_LuDGORJ*O9;T$nXlf`CSON5n_jwW$EWV6?x3E@5_3l`U2o3;*j@4+&*rjdWu
z8SsM%zEcg2v4{l4f3nt2(kl-L6M%IU6JDf2dXL(FC<Y0WG<clDKS<exuMA9tO=GbL
zi>G{JjK`j@@4kZ(KHNtZx0%h-LcO*8-4@iB6~8Q>afF`k?zZlt%GL!Y8hKy)z6igH
zobC2mY!h8`h#13Z_^GXrQ&i1RW1^i7S|joHZL(u}J|k?1ASV?KP^lT^hqc%3Ke8S&
zq4s8;I87;_%QaPe%U>qXnrfgV#GYoq@!T*<N4IC2h0s71$<&}QXX@Yd@Goer?1j-@
z%3|cAU$={hnuGLpKFUlnkKNWnEeTgDUF&dTHl%M6gHTS=#z|$Qup1oP^120fnYd|s
zHJ*l71zH_GPt>mOSa@@E91uW5M%TLeoqEZtZub<VRZ8;Kx_ssVX+9j=rAHPeI9bnx
z7geU~@vF!|(wx%t{B_&BB8)hxoJ_e&l$57^-<PlV-Z_qC3J93`DU^p33ppc+U?bzl
z>XFIi=NV3F%+1x#rfb`~J5oMWn1=^q-73FU)?3PtewA+{*_-Uou0)~u&JXfD{VkKE
zpgjZLcZirdk8cm&*|1!O9!rdtN^>nJb1STisa~H;zEtskGad7MBpRZl^%s4z8ovya
zOJzy5ah1L?omOMT`GQfAgL-NQceq#Zgt9++F9tK<eDl1@X}c7%2SY><fFN5r&d4B`
z0=ttu=Bsq8*KGpF)Bb{kS8Q(<27b`=vB?kDGcSmW|K+G{a`lygOD;C4&dYtXwH=r+
zatfP|R?qySURXqG#oxg)w+R0Ws){e8k<lnO>sKJ?4*bLvB2jThXElZ`-mV`@uH?7`
z6+PAOpdO^_hU?23jGCiDO?rNkvim8%d3oqK3sVsQbs_R};eDf?j(9aNe6O?ayZ(va
zN->PjMis!G+HAvg@KaEzs9Mk!wu2RlpuZR9!}a?o_wV0ds($5(WWW+IIgP%^i{t=<
zWFqaTK82709uk0Q8`?iVGy^N_xzyiBNvbAuPgwZGpn*4^h~c!CC(U?p#Q~7AOEI6x
z?E?6ovQm?`r@VO`+N;tg!`1vqU2-|Us)BxL$ev$?@~M1vR_D%J)$P82pFe@_<Q3<!
zCc71pgIfR!4<_bZ(C@ftSV_K{hZW<Srqfk26{;>=AGkR1u#$_4oqKpwHs8`jfE;-g
zKyTOZaFFahT7tKrJ;bQ?+4S;P4E!?q!4NmgR2<wcg%$0Q;)>0QH$N7Uki(c@a`svI
z{D@s;VjLi}a!ld9(ML`U6F*N`+~IM&r<=}JS^plX$)xWDq@An9!u$3`r6oO0FQ`pm
zul_ap(Pn+mtQ!Q=mz9wR@+(qk<Ga{TgJv_9LNSf9K{N6elOV6n#571&H@D6AyS#<8
zkwVG$sCL5h8%kWpl74a>)L(H_@v%a6e-;Qo8H=x=sVJfGz>-I1yDiLDf;7}dk!^a_
zdl$v+%Nl|Zc1#S`4Z--}4}H2gV?ueZd(bBayj|>?{rZ*g5rU;M4=SD=X87MbAkh7J
ziytp|tu~@ebNb$T?^t70fo;dXm_hm6yhxL5C~6ME&{_lnKDd^(lsnyc{F1Pu-I3;$
zviXl8@JRM-{wDf%W_$S#s|t0pC8OfbR<IEAk<F%wb4@P!V#1k$510#C<p3UK`)?kl
z%t@w?IGM3i2#&7H!({yaw{+)1WcFsU@RhG9yL?55z0q>({jS!)ohKTp9mT$@1BkqK
zP0NCQ+VAV#V0%}0cd&qdBw~SG`-rwFnyu5i2Oj>G*@omS#FM;6%ia>Wleko@qI{y%
zR6PRqGrc*`s1PgXR75wFPOq!kRfbEm61d{EDGgz5BSN?s&;172l8_p(K+az~*OT;O
zT<2VlV@|9hy%|IWbRyoJK>Cu9cE{5x$|${Hs>xS|(6wcte0Fas*kQB<bT{8U2xp(C
z7{88O*JmBl_fvDy(D*?Ru1TN9_h98-?H9rn-^+(T;Ba*f+EDmP<bp%@BhLj+QEhk)
zK`>o&&4}*$7cbLh!Fi}%&Wj~Mvoh&!`kW<dp>~C3q88a`hMjG&e(nwengHVdN;et0
z&qsnFmKntd-ex1Gp{#Mg3P~$fh&bIZr%&V}t)oD9WN~&J6U7W)(B!_&3Pk`9r4D2_
zzc;1W_8E59P#_)}u#xMdix+FBbj~#Vpeb6sfNN(*Cfym!q3~41!0GFy2<_^8?y;XO
zl6`f`L2V1ny?wOc2%Ua_(GBU94bVAaAqLz<I457-s?1Dn09F(<Heugs=og|(x8~^o
zIHo>T4D2uqyTs*m*pfv<)~X=MSft#}Ui8+;wJKI@kKu4m9z}*tp%mI`*oDm~tnH8q
zGYf??B&f||{Y_dM;@i}U0Lxrpd_MAr$p;Y3-K4FX-g+<{hLeRb+HMHtZsh~H&7gtW
zQE$KYwpIWr@fJMzeY>K4GW<$T7t5O<D)X!KPF>wvJWa8f)=Innq^LSo$f98VG9qPw
zXwF;wy3N+{x#1`w+Qa`t+*=0K)pgst1W)kb?!jGyyIauU?(Xgo+}+*X-QC@Ty9W)<
zoyohucb`+W&#m+0R$cy4wXD{fbBxhje_HDvwK|HYaj(nQeMpa7=Y%ldxsx&m5$)f{
z)r9h3MC!S;Bv)B+>(KRT9D;LW%as_~l&i=lNj~WTV`njC?0&CY&xPZf2%FetHy6EO
z34Z7y7VGvy3V_)(Uxf~t`$9%G0Q}oUdq0Bj4g#uNl8w$l`mwYdgR!-MHr{N1DlbGq
z+34WwvlXNRyf4c(aIY?B>z<Wk444M4W{^oEjl~}o)RadhL6p0XFM`zLm%nAV$S?M+
zQc|VOWPXy>Jqrwi9gj7sWJ+ti4N-ZlvKUHCOzxDDiRhpQ`L(U|{;Qc;;Q@@4@uu|d
z<Dvl!u@S*1ph$zsGhh~49v~FR9<xbqs2VCTEaV>ixv66*)4xLggLxVRXEjr|nAdry
z-_|aDUH_fwVEuV=lW5R2?>r^WGHV+4AaHtl4<$vB@?j9vd`c;(l`pVJcH&%m<KABO
zpb)0g&ynb$@bvKZd6U;$)K=e{u0?7PL*kyNSdUeD+U2|v%M$93vaHhR4^9Ni;ahPy
z0!>@r+6@Or#raVs*fM}oFgmmoF!~`6K!(4yvx<|)NI4Q=Q%&DEACF$r@5CQ!)~mOw
zMdqp3%|KLS-E$Lpv#sl{TW^}fa;BuPIlqOTw8cq0;deQ1&V&OFlz^K^C?uZ#ImjUZ
z4wyy+Oei?afq)5xW}OkuQ#?=X2EPdQ_<^{9ww|jbrjx#rua`5cF{l<eja|82<NRRn
z;OcA+B&;4`O1}-VZXkQjk!Y>f?;~vQ6UT}AoEQ)rTlvXjIo^0NVms{1@q;D}7le>c
zpw$oI2Y_~{mp&=Yre{otC5fiZ%Asfe5~JG2xt1RGE7iVQ#V-Ev@T{EvuIj9=5H)nk
z*G|j;*WQp$4F=BoYky*EMqT6R=ntiVUe55XM({d9!^z;1673!}lDVXjk{Wb3kn1{1
zGf|dMUdJYVY%N&6IphIeWLs9B;dz>;LFGGlXg1NyZYR^X;-#U)hqsULNX8#9ek8eV
zL9a4}i2^gEOwhw!;==gd3$-#*@jkw*owEL_z1JuxhEbR}3cMM<+$zN0Y1|sET*)l+
z2DaL$^~_q#ZN}2H8AWP(X<FHsQ}=hfQ4~zu;D#+Z%6+@?Y79<xF3B0M5E#LG<+O+w
z5fU4WT4{ghlE4nV%lh9DsUCMixdD)d2l#^M9eVb5DdT(2aj?WNOym%tLK6ZT^Kw5?
zsE3siFm)Lo%(+-@AnF8Ww3|TgCE)K&`X@sbV--eqZ={$_7Sca&mLN~Mg=&+?yj%9A
z##dX?dxp_ff9daUoJPQg&1b^OwWj!0WD^4D)hqeK20LWO5@6Z7?z9oqJT&H0Kyhw?
zH9KP~X6!_Jwi%+i+v{qOB%dcw3#v!^d3U6X_YvGX4gO$-Q<Qb78_N}yGiE?g$mfp+
z!2%uys1*!lsA2Pe7=^TC6sCd@6Qap4J`}q;0HfdoFbb6-^TIKRX&5&?8F6l&W0kfs
zsfyurd)N?7FJRkGpK)<<k&BqZlj{QFy<PipN(n&!gDu1%|BEe{32DMc&#cKB{E})%
z1ybSv0}!a5f9r42i$=Gt)JZR+b1cEg?$;0kr-bxPUA$WW2!TRW)Jfs~7WyyyNJKjt
zc*SUmBQ{3!1$<mW;K0KWKD5UsB)O9AY0TYLfCoQP1Bk>wIKdyK2Cp#-okw=HNmABB
zj)5SoB^Vk7|G!>0Z1eLdYhkec%8sc-YH%He!6<9`_6rs;q-v~d*!6LA3wDF8S6?Y@
zuZYkvtcYA%C_5gyTBSDLu2k|G_`VDm!v2+6R76kgj;3?w=jVxh?bH_;IS&(h9+!>1
zs!xOc%htXmpt}DDM4+wZLPgy6-8|khF{EH}OQDSju2BsB#ytO*VNg{ppAQZ*t`t&>
zuTLe_)66RGOX`#L(z&HpNtkb0`P4#0yhaemRUnWf#s+H`qg6=t85!Arxno0EtMwR=
zPC8I_A_zfUKe_6eIaTu0>xfohv@5i%U>5WH0|FVVPvvdX$yqo_%S#~76VYS=R3rOm
zjK5?<5Y|=PhreV4gNyW?;^zMg*`Q@XTd$qrynOilX2W4EQ%_Hd9;yhx6#k6@=<GC_
zCzuh#l8HL4zuro}{^m>OM_QVVp37|dEJoru_z%E9N#xt3?|7fMEzO%@AC5|}e|`O)
zaj1`2*4zXO=jfCjG*r=_Bv$+nBO&5QCtu#RJ{0?2z8~JLY%ptv=GzflE2HVvGT(Qk
z>P0E6LBKmC9u;`uY$B3U!y|b5ng)5FyleK||Ktq0F^}1FBkh4*vMZJmU+SqAFB4wP
zF_X38FW^w<4w2lsU!>@mG%oyDEn_+zy1Uv$Ftudc4tf70uj;1iyD!JuoEG*&<HC$P
zg_JXrF=QYqy4e8G8YR7h3Zl3%wKMg(kX}K12p>VQHIhs28kYSiP*%y^t-6+p#7(EO
z#Kn9JfDW*;TGeFS;q>X-8qy^&uPMhg>WxA|LKx&@R?gIKjNDX785LjHw+)(HM)hK0
zXzS0rcsU*E_%o9+PFi|EXgiVvt*-4>s;k~%88^!vZ!ef$pusv%Khq?f@-F@~{Q3P4
zr63n2qMriWuJ^n-mH0F_bkfd+EX<JdqSX8N{&w>&c5<tCS@?32iZ{j#D*c7&mCyeN
z2R7FzPXIlKqncdPg*iXO0x1p72<eoLlRn4c$!kDIEJfYncpKByk*XHf0om)7)@#Z0
zNBxkNcH!&B1-Q;Up1R`o=Ur(1kr;?S%z-7WI2szk;us`D2l4Eu`B2ZgRc5>v&E+36
zp;#{t^igeZSL!rYMhAx?czvAv06u|8?-|HAVEzHr)f>V3erDdEkA)>Y+xbgsHW`9b
zbo<N>Gs1J$YpR%=g{X<wHL1`Rrex;jpszq9-43-+eSgx{8c3pJ)Y0g40UeLPM!ZiK
zB+<)=B%D6bze8(2IXl-+{V?P0ahQEfdmYCLZ|;`~-pz6Pn|@`x65Jz12xHQwa`Dfk
zWQ9{vb#$+U!Ts7ed32|+A~!kv9Lp0gY?-wj4tK4%A5Omcd7X|fsF*9HvC4gxdJnFo
z0xs;NnuA}*>=vpWU%r}sIzPd8eFePt;>B`bCc>+lb!GbLV{Mm|W^HaK%-xHbCC)Be
zr7!QtU>O(8+E{^!xn1XCPq#%0sb7=$(b$}1vXM5h#l<Y93qRH;Dn(729GKrh#q|_q
zZ%tMnzmlmUy!%Pzu1Rl8PNGxH?++miag<}MnzRlftBHtc>cFQil<@4Z;hS~1EiQLe
zA$<)bE$h|nI)1t7?{OTCPAViZ$*0H|@{)$RA3Kn1zXWT2voc;!3W&Zo5P)Ys|2-D|
zAq!b@X|(Tf9qo=xwkx$bMR+zB1%=#-U3S?9)j70n$izTPK<zJ4kvbS<KDrH~lBg`j
z@-U?}!i=6|`E4ycbH6}j5{y1>ccv=%1wDrVJD<C(E~AwtW9uy${8}i!6KOAzmv*Jm
zIQ=W{BiEq96WVkU#Ru~ZtfSNzkE=Yl4*a44U#y7*R(dSoV@d0Qu0X`$whK>6ze=G)
zGHDCND7N#1bG)m!ZcE)Gr~Hs()njp_s1bRK!FAjtsm#MTUFO{%V1)wXLSJ??pqF<b
zeGqebe>c13X!k|dTk?X(9dD=SO(uvVE2$oTi^@}4E#N{r-04oW=@FTA7-V^$z}O;p
z{8khwgVFUZCaWRG9JyoUo7ZQNZP%dJo~gh;Fq==SPq)Q#HQ`rPYYAwK4D|X~<8}kG
z0@^b)*}Lomff@IA-6q?zuw9^ctGlACV@viQIHRZiGgCIeW`x)tOsEABHT!uSU*kVr
z1o}!=d|#}vu4a4}-s2DNXagg*ugfoMV}A1pK_Eg-x%WQ**?Lzcodyr_IV&RF*ckDA
zD+2py{4k5ig0R;<CBMZno(o1(E_#;_5hN-t#!k4A@<nF~zx;A!!ORfj?B07_f+aSP
zWA`Dq@%u$i**3ZgEXnRz8Cfu|VG{3eMsA%$=J2~@EW{B<w~R2ck$6q0vKd&x7l-F6
zb&cylh;ka!;xG<(`>w+Gj9P9U?y$-)i1G$fjLQ(rYPNf3u|%&*ose*j%CJ})vkC~>
zdk6A3Xcq_*lkzxP%Y`%KD&xqeuCyWr1Dgb0%&(`)@93)H-&;?bC9HeGP>nXv-l9R8
zq1DX~yKR@gA@SH&?;M=tKEENz<cLs8R{51Z!MT&p{cdR)YQ^RrlZ9ez^T-=G3xt_r
z?bNhOOdaBr5MLPA5OXobP7`|Fmx<Pr$~Z!#fFbB|;-3Jmk2V3J`Vq6qrTH(U!9>nA
zw?v@Pj!N`P0xh&s-|W&2t9SwPNWC=*4^(I5su7i;YfH{J&;O~5MwG5LGhl1sFq46h
zXc9IwR`VCtasHGy>JL?#0@}BGFl-M_j1G>dPJ{gtn=cCeDg3(EM28<*lW3Nj%Q@i%
z`Upa*Ccoc15)%ry)Y&ut$j5QKFI|lIuWP8et*!5C1-(Y(O_z-P!7P*fpl_=OrzI6k
zk3t6t*F^Hr9Bj~j9K+R5JOLaryFG@?AZPz6spIcemp`)o(#g7*i|3lB!Y!XWGAUhp
zD+*|jMsx|6h69MvxlUbDx@el#OsuVq&D(Zya%kCebxf1QIK~&6lcH5)7c+K4J!M(r
zgva-aPlKEYZ%|!SyK%w|zRCHJSTq;S3$sH|4M*|&Mu{2{VcqC_<u2kZpd~q2Q{H0w
z=!}ppX6)+T`GaN;@y$Nb1`NkFo56%vgp?|vj*AA%B-F$X3!UH}#3WClmvhoVqIixu
z?iSXWQCvho^T7iq`C~DGitWOh{^??cxsgN8`oqi!KK#QoAqScbhBv0T)pu1zA(qE6
zE%E(I&9<xyR=30?%13c0LF_!GHhd@bJ9l*PGR)rz$z6R#dMHO1Xia@<=Y`oB&6~4X
zxCT6Ya{>=r8@S@KZz5q#-}*C+Y=&v8V%pgl9wIN#Iz2^boD%xvM(}|i%fn6uqAz+4
ze>Sb8_a#ia?D~*Uh#b1O`RRAP50fx9k0DODRR;auI^EPkeOBs2j^%SsrIQTe{i?yn
zS5><@_$F4;U#htrb0A$Aw}BS@*Uk)HghiSPf%0Jcm}R{WPjM~AND*>LQMkj`WSqAp
zFh4Qq!EZX;@CK2jDpiGk{0o$DY>d_Cp<^F3CKl|^0#_%}e8F!&ZfbDZyPZ?Ii*8@=
zLEmz4d<<AJ>P?r?F>Fsx;P;%zRO$F>X#_85-9bv9sj5kDZON)7sab5|nL^FUA$;Bv
zuSf*Xcxzr^{C3Zcfk4;^Ze9QVymo5s6#6@OaaauXr%wUm<c_Xa{iyzdMv>`sfh8-C
zYG&Ie!%yQo7sEU1Wm9Tus{9JAu>-|0Q?4e@qkXF%io?E*<iDt$3`}QJr^=(BoC-|%
zQ`c5<aY?L-N62{MVbeH{B=w3dIE7F6#%V#}ipV!JcKfYXb{yB;u75CS$>KQ2P)19T
z$9=0+k=Je0Q+lAxGyZzaPZ`L9;dnoK5b?2YA1)l-MJCw8|BMq_oQ38i8ui7G2iNCy
zDe2B$qrzT+P6>8Na$5uH@*eYcE1eYg{!LwG&^Z+h?RGSRXmsp~8@OxLTcn<>rogvq
zRe#+@P2*+78rF!_nUw~+-s$r`c%WShQWuc)k_e^4X}(x4jvSN=*QX1@j;z23WgIc4
z1)suv-d2UFG;nW$rxy;2p~r*6h!p+CnvYC?+prfsxDG*aR|12U$3QQg`PF{#QXk~{
z-Gkw~z9x!XznO$)b>HyR)YJ<+ahqzzE-Ia@W`x>4+Op-Mj9gNI`wNnQEZ2g6s`Fe2
zN?Kw<X69%2wO0E+nX(s#;5<q1Pf*E83^(d5;Ep|KMlZpE1~Q|v-VegY6Q4iUhyf=c
z6p!Zx%*wb8vfJ3CW8{R`$c%8i33!E*qlTq-(BKaZr?DETbEffl2>f@xFxxCWB4CR6
z|NPX5a4;hAx+ZAhcD*_Uz6>`B9GAX_X01B;d7mI4R!#anhP1d#sT0Ro<^!9OSaG)z
zDdMzw`G2|(`^7Mf^jl9uJAUhycK+B!1ewrQKS$k(9`!FjqKHTXYk6<L4cexb=u8G9
zlI(CmmLo4$edl$>T*z;DykMQsrK_nu8|6O)3CHA?828yhH<)?d&u<)@(Hm-M02GI|
zSX8e^lHy*~VV|vv8{up93OB|?Y_h^e<EL2Us${{s)IKP_C8Qa@gCQSQSx4_+Ha)Al
zD$w}HrL!*G@$_SL83`r#nn!sDq+RDAP_y#RoDzja^wS2A^Ow#SQn`UPK37gm`LxMk
zxmY;Q`I%JL^)Pnz`OnvQkWa2RL5I3z;VtIBwPnVX^t}S$4?()};v6d!JA>_!*bgab
z75F+l5v*{6z8%|a5yO2HlJGo<#jy<>yu0J@YtpH%Fwgg^x5R<{i%C=<ep^`HRAO4~
zAJKNxa{n|tYj_Z;sy-#!Zx5YAmRXy;C*VzNzf@z6pJP9q)Vu80_(|sa5169s_>Ia*
z>Ow?-B-Xk0`wfnWpe6ya%aX&B*sfJ69r72yTaO*>byLz6Hz^CcJ1E|9qDpFg^~D^S
zGkUSwPTVyP9Sh%XXI|njNQ|i{lc4_3(kfg9@M~Kn-q#xgQ~tk+qEQYa(A+Cy66kUa
zup;E(&5#E4abDCg8gqb<kZjKI>jIg&Cw`HsmC3X(znMtC0^=Ce%3>x@a%m_Z@PeV7
zFuoN*18eti>$Ode=BasNY!%0KnD&bvGA=m_S17esIN6C9iKg3p?r83Czo5UJ<WH1J
z>RhFUugg>+m#yK~FF%3OY!oqz{Cq~c4MA-w^kEUci3$b8F~7vh@yB2b*2m2>7i=7n
z%VB?XwEYd}#da)f^%`jrpn?_Ji2(8KPlKX2&RMu#_|@Q$2C^8!bq-~6Qo4Oa#n>r1
zCHrJ<r(y{qQLKWIK(a&4H=jF}UcCtCX6|Hzf+D2-5VuWj71;<a=hai3vF(S1_Tvbn
zh%D~6qpKxa_^l$7XWf6JEgU5qaX-&2{MV<T2`i}w;XRh9h}ZUhw}lsw6T!M37gOLj
zEvxRK%BTw&xkc41c_rMKdT~c;JAQtUNRY49Vm+|Z(N}#SR4?jYwEhdLXs8<HspJG%
z1b=YEJee6jQtcd=AjM}^Fu)*?;t_``vQ<#+8Yd`$O(l=8s7A-L{$Z2FIkyyVz>qFV
zfRJTQ{vzJ(;HtMRJ3G^g=m+}|fJZi>e{u6&#W@&8nlV5CLKbcX?ZCY4)x6V8$R9dK
zP3kKPs~XYEG)e4gR%7?3QQy*_X_pQ#i8P=!d@vS#Wm^dh{$64cL^C9mMS63zR2k_o
zlwYgA#n1LXwv(w)-&VK7*fig%cKs#$yTx3N_|8H{&p(eg^9M{K{_Vl`5W9bbkx+j5
zKh6&+#NvN!EmBw^5CTH!G$0dxBt(;FK1TeXe*o|bHJ_{$5s}=%AGKthR7KkN?;At>
z`^HA|qzeDhZX7)SFSHvEw>&*QG=O3u=lL&P39XAX-ckzbuy$ZB9&pnr498ot|0Q#v
zlDuPXt`mAN+pPnJN?B{RlSa{GzoiEMNe`(qpx9ST+WY%y(Et53m67v???5y{!R-H}
z-S99CYOxo<;%_F7v=9ZVWB4lYz;@tPF@MR5TmKXx#&+M|+fGTMT6`E2hVWS;P3hQy
zO&*eo9bHNJ*wQ)*=67hQ(*2a`QqW~9Ebk*fg)GeI5Zl|)A*scSDMf8_GdqNF`L;kV
z^?;&ya%Uk?@HUEXK(k4Sl&OzMts)j#0w#FjNIrwDEu?2~aNP%qeFv%?4Jn<7M&mrw
zh<lp9%g`@{nFm527<5`-7y_133gm_66KPV$(4?0A@9^)oM<c>%qK5}iEs-|r8-oPr
z37(5*Od-gu8B9kXV2RXS%3@{At_NDaD{b%nw7)dEoRXpE07r?e!2i5`X-iEW8(_=W
z#{Y8YUGl}c0YQpBR>f#_7tB49SCWbK=aD3<TN0L|>+cvUaC{loF4I2cGS3JRCS;5w
zM&((9QRIX|kb)V_?~u6gg|@5;luyI%1KuR~t6$U=k%T|7A^$7n<i!`IgopFAdRoAl
zzg#Ts2HGmtbZ#zrl{slc2}-d))+FdNmu#3_dYz}xqyB@?xU2#Q%@bwd8IF2c9gX?6
zl(udumdoqI>}JJgIm^kEPj9RJh^~F7B_Gn8see<U=*}N(X14qHkL7{sq~JJwHGVI%
zARGWlXs#&ZM>_27Mk5nK#rH9iMH<k4mh`w$7GLtHI@JM?7KU#`lPICFjmAJ4&xJam
zm&LdGbZjlRyWRlZ+wZ#!&C4|pW4GlRPCJJnHnr+psDmopH*XJF@5@`R=&yadVS5S|
zll)VGfZruGj_&N|b1nl%&%m?Ov02y(l`(q{CC4F*B+rwBFI&jaNMeH-v%R*CgJM6J
zoe)MAJQZm6R)T?kdEwDdMnm7m*n_YmzCntFRJ;a^kEZd|3%e`YvG6NB+Dyy*zX2%6
zU#*7Jl&F^R$VN`ww=VFLokYvGy6@s)O1%$f2~sKC#v2)~1zeKxt^kCiI5gYG#`JX`
zbtxqllGwVsv1cShlx<+n+o1-iSzQbfWiVihxXd@Fd@ctx>nnIYtleh!qu%Z)C<R=j
zUYH+Cpw~70kJWQ?JB?yIae}}SFU~j58r0aJ%^ddP*F@OBR>EX<GdJx-FAbdEKH{z0
zy(-DKJqHFGC<z?JC*GAO#-MB4TGQ>}e9+%E;4EY{=P;skrxH%5F=w(xU($1PWTK>{
z^uw9Q8X<-7c)chJs^Sg}^9t`aDVZ!L-+@i1F_{tpc#J0c^fDI59Pq*Ur<uh-?E>4D
zv;6tM^_`MxaiG;NX6D&zfuf7vZY5Ggy76;k`+3FO*gMMV!}@@(7b{k+z1`tA1!zKR
z%e3;?nvuzLORxI2=GrO9S6F$EuP!sMC;|uoyu#V_`bFT!RKs)2Toeg<g2Rx;1hr`?
za?LNDhl@4S_Vcq15;{g}2@wIQwnSJnae)o9uCc79G6N$m-ux5-=gcFVvYlWEe_kvE
zM?Tl`F0&&SX+lM~x^)2ZqF);ja#4I;b*FoTEq$hy26Z#ao~#^5m50-I@_|<h`7HzY
z7~cP$H3gY%9Uo{>WcqD*3p`=-sV3f+WaD~TO1?ghC;PW_)fJPd7ynKZjx&XyNq|4!
zx=VW9IpSgu<4JG9K(o}T;LZ|u^{CV89<R7}C0GvNYK{6S1WnTP?zGqZq2U8ecfR5D
z5Pxg?)NfXEmaZ{D1^&59QR(wFzw!LU3(mSY8BO)bo2c1{B1Bp^2aLKOdtqvMF~`h_
zD79C7#Zsa99kd!tE@mq|{}F{GToa37voXWNj7s&su$302=o=Y{WT*zi|J-y3Gd+Jw
zB$tnZ6Oo@&70AXVp%43H7xh0QJ0;1Tz1^vf6C-D2GPhyU9qkvKRM>)Zq$1+q^<_j2
z<)mn<PTysC4;4{U(#CoC*<mB&qa#exw^Bljw}`cxOmrS<R0XgocBFJEj<sP+v?Eu_
z#3Yeu$8+R6Em`0A?bHO)=XI2U%V||(_8t~CV#lJ;T9>^G^3Ndn*QYyR5IkhWoGU+-
z>!75Q{7J9Xl_CZ&)h=NnJ;uCOiut82Pr&^w#sH$<Kwdw}vFZ@RQSoJd>C57)50d?R
zg1hZ33L}^q>oXvr+2zv>hY-WEl;j|H;n(vXVGfTZ_DFM9d>kHy22)CIzDs8&yy$Ob
z$mYX%%l9=Wq=EIE%u~>zKJxe_&)55N-S--$<TSks8+NU7t4MQmoD5~hcPeX`8T^W&
z1F$)Vtkr0Y>aT4?5a7cdbpKp@e;)D$s7ejG%lYDG#kC6B$jHdkbf@QR%kEKMU;SCy
zE-?F4Z}wvl6Zw~pxMUc?VEGgZMY5}djmxL;PP`)d0jRujIjCx%a}eMBdKAVwD^_d+
zinC;v84g;A-1fvb9rrhiIR*-8rwzl;tqLH*Ghmj{WTKp~R<p5Lc%b%C$N1UH-%0#L
zIKFhNYYJ#Q`7daMhy`~X27*SHkR$Xy^Ky!Q$>(Z+U@O&sz9XS@9pULpX2+xw)WunS
zt$8(-7`+o*Yz-}2U%&BsiQ^+WJe1z3*MZD~9K5nx+(=3Hc)sl{hDS+`&SiDV4#Z$F
z!gUQsl)nTJB-9^{5u#}Lz;d^Fcz}1RHCiV$K!6LeNgeZPOwc3<2L6Vbm<7dQzK55B
zbXkTS%Phd&uKt&|7lYkJ`p0hjl@J@<LXB&|(bmIr4rd$N(=Yn)&{;dF$L5GyVAdTf
zPD~~NApA%dkrKKGbhG*%CRAfCKEGoy1459pWuPVk!W6V@>}$38y*?zaFae91mCSGW
z3DDToyq;m7?~FbC1=FS!aGM8J+tC1hn;y2A$*{r@%G9c@;0bferUiCVYrV<C{^?Ur
z-qQad6ZMg#Q~x^iN;Az9uPbNkW}{4SK#v$QRgO~-<Xke{#x1zke9Uli6p2K7eC4m}
z`P_|6Kku~D!6UzmhqvB@O4y~kFt9~M60M4vlW`JLDdH7|;o_a#YI1oMhE=srvRQ={
z1*;Mx-a!rCb=*$QbIbt=k6}jOIX6fee7W_`HEqZ~+L$?I*E0-hAhyqrB0hI_HD7R7
zymER5gsImUB+OxQu!wm(#JAgOPZZi4=tdPO1O@G`ypFjyS=rTV`(44{W>^2p*J)oO
zP0=&&;3s!P63MeT-10;WZ_r_P_!2q7xedntFf)DdFcC0Z*2P*bX}mLj;&;F?BF)5x
z;Dq@>pFIgBJQk<DiXpr^;O+SWTc}niQg#evMF2;~b5&G<!cTV>;y_AaSSSbquQ(|H
zB@zeg1awX!b^fv$J6emUfH+YyTkN5RBK9)9r%>71%wl571MVbMqWX-^oiw4%>D;Te
zE#7!!w0q<&l}|a)3uhVG+jiRRD@W6Wx3LQ!N)9dl3Z@hjQ*JPVRF|pKvy;`+e%fk<
z_a@NmuLc!*Ufv;X#W?%g;e4rk<3x`@RY(`6s!td0bVpCKBRzEXqgOz?6@0+)mPzN5
zS?+--Pc?J%ygt&~zHMr4Ov(T-j5d_12Q9sDWm#9ITRekLU}?;9M`?R&;h<zdrl@F;
z<>~S+y1|CBGo?#TXMUX|pEP<x`ztM_v0AozKC=prZ|U{@T&%6vaDxma^J~4;styX=
zDxvpErGDzspOC>!rl2o<tBt@XN|T!TmejP#g`7}YhQ0xp-NziXJA|<N>-H8FIxKJv
zM67pt;9fKmUz?#AsW=QrQ*PHbo~fH-rmcs~Au(UV#l_+9NgRxK=;tUxBkabKu=zP5
zQ@MdKhSB#q9L*@CtDz~k%r5Mt9}D;+NecJ)#HyL>?)QH0G|9MtT?s}6+n<>mTLH0G
z*CWxRBlv{q?8?EEiK#D&CO~{>(Dv|3-|C1Eu;Isus=IuNpocoY{!joH+9o7QnVt)k
zNE$x)&`nIuCq{zH;qZ_z9ORTW-z$NpXfzKoZg6G==h$+xoK?PC^f_%|20CKJ<K24V
z14T^vz6?2P9xaEai#B>FlR_f5A)(k9Xo^#P@x0=~Q<1PcJnp7GTl@*k<XnmFRGmsx
zlNmdrQ9-ZcM8J2O9xd^}^H8PjGGJ?~2eCQma-MhxX5_|P&Ct`XJoAbcWRtStvs<m!
zn|8t13sk^mRAD0$ZaN!sX3z*D!E$Qpl2wKe=ZU%8ZV*Rvr|J9Jq+tRmQ)0xi`fP5e
z*A)z#z>%2RaT|wN&t6CylJ%2+Mw}ntQ{w76fA8F9Jl^od2hHrAUuboIj8Wx1BtzVh
zF{bxO)pv4Ap|`g6PJ#sjU4CZEWTX?>YJT^ybddV&X~*i{-75>{AvnV)GdPXCf@0Ro
z7q3E-iYi4a>|oAV&B=<#X1U+~XceD&qV5RuSQq6GlW&8i$dcT7a$u0h;Gv4l*U=et
zKAw_x*Lc%xM8Okhy!Ov5r~3LL_&@kFD;b>#vggH;B0$t&A9)ZwD#b$M2N5zkMSn}v
zo_RaP!ldA6m~nwI`C+8=iQ{FXY#1_PUTiZ&@UYuW%JLa~>jHXHYzWidIZn3Pjm9(#
z@JUe|tUI9Nb)^vzt1H(?gw=m<?bTsk+`k>nO7&pPlFB_UcDUxT<v}V1`#S#){zj9{
z(SHW3KDTB)=}g?B(MO%PV(|+(SN{(Zwb!vY4OtNhLV24Er%6xrrlRJ@{|GYf15oAx
za9Z^kqWA@j>odIiwufiu!=i-GF?9S<abV!(sXeTBfLbUKNKqtLTL~+G<8mV4ZY`pi
zTu3cc?A2e;fqkz5u2ElHZ-H06W^?Ty)+T?7wu7IsgsN{lWmsfunO})yb_^VZ^6{af
z;INc|{ih&%RGx0y+-7cni9*ML<G&H46NgRL-Z)IT{MuBhmJB|lYzO{0+V`4rUGF{=
z5M@T@u@q_br~a}Rl}3FkVkvF3u0gHpL~$e+mjzxfS~$2U3`cLLA2d|QF>G!mr^pCM
zzRQ}};q8&orUoO)sRO~>)f*t6lT%!um+hWF<xPPyCMfppPVE{$*=d_N;te@I%_&^|
zOs@FuqeuSC>(eDhSfy5dD+*+z(D};Wg$01&h#eUk1Ppw(OEE2X_UO2)xFJlB8SRJ4
zD-MZwz6MMq1EMvIGrAsy@tf8yMu5OPHhrV0Ww^3Qje{ZbBw_h;pzLnpN9~xR&*Eh>
zP9}$2^z@C<&uUrSrS#Fx4<xvp-t~Aa?qZ@lg)qjkGg&u!q_Lgezi@suwaUeD)~OWh
zf$6y9m=0AOvZdHb;17v2gIhuFk@jM^8FGFZc98$_vrV+)dq~c~sc`jacf<!lUR81x
zanl-IY~T{{14o7m=(;g=hwfK^j@k~4!!h@)z2mwvo<_<19SP#7>YizV(woUnk~2dt
z_fZ8W*%mU-L)+XMHYQn2ZwBsar02Qjb_LPL=B$#a^~M8M;O+H1J_8>4c`cgdi%)lT
z>WL7JNnot)*eF4_?-@N~Hm#I`9D1uoP`#HLg1E-?teI-!H7ritL*A})!}1$eGZ-Q4
zn68+4eI=3=a8efcSTY1qDWDuvgIrJgVCGp1m8tdwrAlv>r%JEKmvhDWwwNLi&^1pd
zmK3Sb3lZk3r)`%arPsNTY00SfbP_v1PepC`IZ+0|tCp|*VEP)F8GGFKXH;3F8QNKO
zkVz`!y_=^6i(rw&NiJN!d+P=Gl~GYpa2;C6=Qml;=4KVaS(C>L@^~wl0U@IhC*;;Q
zs1HKvn4P5Nf9k6BKXnzcqb_1f*LR+d^||~%c_%dK8l*|WqN2#&DsKdJ?wvz2abpt}
z$pdpJEgOkO0o`EAm)(hLDC;sDPteM4OnRzzB+S8(x`72X4+ZUf+aVPqE;fJIs!^Jq
zt$2}Hv>1^~hKH#aIML(Ml;`>bj?m<kl7LavYU7l+z7*BnF`;HuRtapyd@WyF{rpO}
zJe1SSj@WEkL2j&sYii}hr<mztonlF9!r_v3&nc4y42v5!lXEHUSNZu{&V@P!d{%<7
z7%T#IQr0?@HxgWiGOTA3O^5pJ!w<sgl5_d;27^4W#%E07M3W-6v`+4<eswdQfqxO8
z0fjYTvQB!(osw_Gfxh1}bmuH}n_V<zpr@;{bXUa+Iqo1`On)mRDL4fVXbn2ER(qC5
zujJT_Ga~3#8Kg*7rh)=itbuX}sif+*>LXJDhJg^ymQXlF3gS@U*7Dh3$^>#`^tf9(
z9_PsC^>j#yyD9W_A46GRGF?fNN?+=#{t?(-)T6I(gwi8+<ri}REij_k*7dK03}Z<H
z79gl%|0rw{iIrzCN^`d~?%-i$07&J+p1_(IY;TH0t>yMdjSGcJ#*h@s_V}ZJJsK$(
z=Kl#@fpPg)|N37^s{fN3r<zZT3f7z)7VP5+Zl<;b_`+DUpZ9+&_P4xLqe`IJqUC<`
zS_0H4NlmmUOnI+|;8<aBN{kPH7tW?LAwg4mPNl!47O^<lW8fYzrKu2~>@?}kL#)M|
z;cV8Bwhay#KHC-q(9&F7)!k}H1{5>laR-mpkr<B5wo4_6^pl6lD70U5{o=&M(S$V>
zJ|r6?2Lq?<IvtycCi_xoRCbpzqA-kPa@`?kY)tZHRGRs%{r1+v)3mj1bV)@e@x(dd
zZ<xz6Rt4bDXRKOJIt~Q_MQ}V@h$f$0;?Dq=4{MZtfdaa-v-8WX{WjP(<fuCxuH(&C
z`!iYM1`j)Lx9QJoeq3w3^k<*0jy?8C_hXxmhm$itgedh8x;xN`jr6p+jX}B*3zS`i
z1=FOB_inWk)}xyUQC9p^;<gK~r@|25?Ei31TA-O|Wn3rWq!U;TTKJ0j%nSkp1ad8!
zo5XYzP+3>}8Gs?VcvK@^wu|F3+WJh4#9tZb@Dt0gXEK$!qF4Y-8ou3Z7>A1MB;g(4
zF<Ee3&Ae=VRW4goyH8cD>_k;4GK`k=nq5rM{0CBEnbneDlYUC=-Eau-r&dv*`s4g;
zfi?3Dku%P!#w{?txs>)uFK{OXZhf%>+R&BEFyB94h7_K1m6j!+CZeAW82BVL1|D+#
z*W<Sf<DSW!XXEqaS>A(CWGj8abbse5c5`k;x=s#k!8%W|QmyQjG$8GPLxYOn<BL=V
z+I&GrrL565nuft&QmOD42EXt~RpoI<sY&g(@$2H7Ybje27zx@h6r`XD%Xb|T>`@yo
z`z62p{Myxn4t;~TNIdN}Hv7^%nePbH^vxa^gxHZQ*k(MCToHX`yrw?QV_LziWv^3$
zpW#|I^vFWpG@s&kE$kQ>d0COfY#|rL$%Q;6))rDyyLw3=7V8U^X~lAMSecYa_69-}
zXFq5Aj8<!7&0{t_!;k70(gI%3>Q2253leK}SJ8abV$^4&22(CO&eJmC^sxSxhw~P8
zb`=gs-%j8U&<F?vZP^)&O`4<D=gQQHXv<+%89ZN)E^hB@E}yz96l5kb^Cfd9ZGh~O
z<d@p7D4M6@?r=(t8=eV~OUd8h-*+~TWZn<MdWvRHU_Q}SJRkpVa9ZDZ^oD*h-B)#}
zEwx#S^z_Plze$3Q@nB&fp+%kn5`2_lcfFgABGB&hn}QMqMK$qUEFUg;-w|@Vc*no|
zINYPp9|v+&2q%Knsxn#bFU?Iudf?w5CVgdi_j@KCpE;-Rvuu|V3<CVK4ECw;sqspa
zVz`!bp7$EUf}*t-U5di)xLdGFEiq>thiJS~(;sz~mjoF&=MqFSYBrrn=#a1g|Cc|j
zv<<wt$m5^<nOz6WLn$)bA8N&Q&Qg!MtrNYC509oH1_!Kw5)aZ;%S~Bx3N|r~bnueT
zyHVB^!yMjzx=}<l`{-)uHQO(82OIpVG?a-i!&~-&kPMb?vhx|IkAzfbLLE$#DVEMl
zvFi73J^OI_=~V#tfH3I^6}5;`XX55EgQLGUzs&cgr%lF_>*43iu1VopJ*XAu2a6Kk
z%8B{FV0%pEE7G-l6r163SspsqJcu$t^Cz;U^>U|$pH%W~-P=E~T&WGLLDwM8r-v6c
zg8lT9fyrg_r8}dp{oG6S)?caH$<EzyiMon~7dL}JE?Fo8m8nX+ub>F8b9e%d_azOW
za2%e-#sdf(ssY}HW;m)Rz;Kq;Tgj>s0M%SVKk5T`j`$qrZ-dc2QDZ({cww7R>`9E0
z9$75|QcKK@+p&Zr((C(3&#uR+KS3v%ka5~Og3c4gpc&82L0s-Jr0WbND{WwnhyRH~
zA@S-DqzRT?21Wk_Z<Cnii<kWK1*%9+`5Jo4kX#BNf}S=xxw_tQROoRA);qGFoEdLS
zU0Gd&jL8eyj9BAtZ6?1J(LJ{!@lK=gS){e*hw1Ns3&cNr1k+_t&W5Y_ZJpb^<&!W%
zE2n@#t{zRN`6js8(KH)w8q?V-x$EuNz~7SzWsTlh4eGjMSb|vGUrD!n0Y83v91CtF
z;v$-uK06(*QajznYMHv)hDW@nMtXCbTFIfWbUNsr`_&Yo-6wvV&aTbF&ULL2Inp%C
z<V_{F6Oy##q-pi{YIeG7jj{N<J;EHC{hvT3A9YhJK}|0MIzQ^}4-ZTV`N8(KzBH}e
z=qON!rF@#%c0xknd9=;6u)Xm-nuDqh8XVoDhI*R~eQmTyb6(2UR4)w|Yr5ybR^G3R
zzg5cUZtrofJSkGhN`WjWovY>0z5yhl<$A}TUuDJq<jTXFM@^nR8Gx>Gn+#BE1{ISc
zyy3c<wtXLj{8B|f(=OkBKhTaAH%c1HV|KEhPA<7Xz*GX+0?bprU2aZt*BkvsrO<mW
ztdW%phrWYyskRQ+LA)05R4#WQv$VtYWy=r{n8R1R<_#jl?PP?9PFCwD%}$IB7=0(8
ztpcj+WyV9<0tS(@u#WuVv3ZsFs}LP31jJ_gIRky#aE>FcplD0~A%B9|3Xy2+;z9Zc
z=`!;tWK(BaWvdrGqy_r(s1b|DD`hi26h?Tt97SJVp+nV0w+F+4I;uXoYeyd{sNrMe
zR&rpEi4(uU&lOL0Sz&#ui28AMjnxj_<LqJl`<%(FrcC2B?OV#zNm6y`Cg$nMje@|H
z$a`x<)?M<Sy|cD_a~$f3=86{fVm+pv%(|W(Sy<|dT_~LbUih7+mRnGW!KRXE9wM;d
ztu?U2o&qJrwuV;UEf7b;<M(*#X;6||1vYP&Y|s{1m{sO?*WKY-`_rM8@Z*%&?x+f8
zUk)&Rjsn`XA?CW&{j+n&&rpfE0{BIUeZB6;n2tFV^zr6}5gux{eF3fY3yA-W<#8p-
zCW6o*@MHrA;#Wn5Slc`jY|v=9s3}0DH6<Od(_2l8B?obh#X4=hP;1hs&mOyaaiZwV
zp1sv0-`w9nP6?h8emX$mJ^_6M+Uz5Wy#=EBG9w?Es#~K```FaVomLLd9l-}!Wi+F!
zICe{u+9t+zUC^7r2hkUIWUvUuQtv>0<|?YhG{F;;S(6gh?)Ht0g*Ms_&d;%{q`;;3
zPdVsV)eh5k>W+wwD2qO6*IbssxZZ(lVWtL3e!$zKi58puH~pkNB>WuM!2KANAIAhV
zxmj}I?TI9XZ|N1#i6+&eM-RM}-DcMjd9AzBN=8&nye0QT+0oHA_3Dj-DL)^U3Tkd8
znHw9cEORD(sI}L)OeWY#f?-?V;$}j-J?{SL0M;n8{<V@UOq_Q9Q~2@x1soG-BP$|Z
zq({kae2oE^Fg$}ZHID$-&kNj4_&JGOwTc>n==y+rpH{@u>;_*GfCj|Quo)s9nzdUf
ziJH_|7p>EopM)I5)EjqQJJAr5;I|qK*<U~QL$csmhW-a9(U4$%A>=jnq5?ciKiCYp
z{vkaMP<9-re{!J7FnT-|;kyR!2)R^zp%xpV!|0gl-BkvafPQ@O`$kL6yIFPn;XS1D
z7nvb@fW*~)PpEF)6%-*_BsV$b2nVm}`;+w2V}y$0rb=!06){@xDFR~+C9{osG6N0x
zn7mn_n5G<sp_iiGQV^s+>MSqV$D1KWQYnvqX*TUoi`-t$<f{nE-qRWsr#hCXnK~xj
z7frFczE`X4KAl2t)q6wTf{;ey%oQyYouA|mwCmmr^A@MtKi@4-87y?oT%K%$LMifQ
z?xe;h6eyB2K6sw~2|8(kHBU}P+ypR|!@LRn)CC;w>O}!sHO){sdxlkeTboLbd5Bc~
zx^~Rhrq`cwEysRkIvK$&$4_5h-+oVRV&=nbu;6M^l@no9Y1XfORF7J)Ad_lsNqU;=
zrLE!og*p4Ff)=BnUvqZ*l&HED)@K0%<_kp*z=il4;4n363PZcSS*;(#=e7G}%pDOo
z-<dTU9ZF^x-3jXa!+Gexfgr4V5gWxN8O(gra$+VPFABEVxZ=a&^U$}cudmG|{B?ZJ
zWdV6dE3(?nUW=;)oa*=dbC^UNFeN-SO<e5^`2V<w+OkynRgI~$uB=%1{Ae&rP&vOi
z@7@qrb_MjIpv($neCRDyg-0xbsiq3bvkOWFVi0FoeU^Nyk>14GU41x=c4t)jmgJl4
z7nPCrfuIuU(kK7dT$V(88dg_&Z25z5#3#nwHRH5!N)>HO!m>VZ+ImO-4PYv-?FceX
zzV|MI0<b%1BszvqID|c!Z+TnqSlVEm6Yi7?=N7*Ym`)9Jw@7?Lzv1AFdV#lUCA5O6
zJWD-qc_K>+d0jrINJFB{YfX{OOpEY;u!D|lFAujk;UI#hUNqFQx`#ogs5!>?YFe-d
zai+HKk!m5-%ZxThO7npr|MiAc*ef3*7j{&Ngde?Qd|~DI_;}B^rjMR6;)W42jVCyb
z)|&u6qm$volUlXTRc<?C@hz|zr@^HajaIkpZ*w|+n$u3~GoFr?Xg(SNkw0zt#=Hu<
zO{H-BRBPACivBlta{TnSA*AWeQ-ykcYy8)7hyz=|c4Igf9T_ReQD?9FE^~&3K1tjb
z&+TML$iR?{A#3Kn3hJE(r;QE81k=R~My5_^N*7ihO5?xzTe0m1wzfl!s}vHH#WJ|$
zPwXev|7OLhO`s_4FFH&ASw;+0U@%IkZ-t(;Jc*gf`O}yp;pzgEg%<-Fr6m6vdGh|Z
zXa9d_<oRzH<p0XZ^ZzFdQWxLRFB-rdTR`|*Zi*Nkp9Dn})*t$#?JRrAIKlKD4cX1A
z_d}+XAqi-a2ZkG`)=0_cUU=NES>v`MJ1BHwZfk41y&XFPsQL-$pyj7=jt`%WT@4lN
zT0Yv&$fwLIawKS=;o>G))!*4lqyS6^;5sjX)^ia@qE`bp0n)&l;RjPjQwN87fvz!B
zTiVY}u_E+Q_Kx|q4>=+)2Hk-$=<*5*6WKM+$4MGac%1GN>r8qBIb`UTco}K<dmO!%
zuGqS2v=m!FJV{NJqRfiTYPMnRFxi_)-SCa+7qYa?dfl>xPU`ky7@$SZT;`TajTL?y
z#i-&!30ENC;r@Oo5>S>Om+E0ltBmSAqYMO4L>uVe4vH}n^KVeS5kF2hGVcuq%P|xO
zKv!4FE|$PdelDa<I?}LPPPfLMMth!vyacj9p9rxRGd=ItnEn@%BbDCZa9J(G61g6i
zXRb*jRO==nwe-)4!vZG#Wh*u(m37laBRP8sh@$~KVib-!yi6UgHwT=~7s&z^LpyYH
zb#^N&W`4*rfQ6$sfZ(Hc*YokVc@$rf|CGfa6vKvI0)vsM<Da(Wteu46_M`^++}6`=
zEUV-5YL8x?lvn#z(U(|Or^4kJ`W$&vz234|T7cEi1J$KAwL`WI@Eg~#muQ(is$Y@9
zy84Dm+}+w4zhZBbSmOZGZ#!z4m*#6BRAf74-Le}|&G{}wE&`wpPru+Yx3jM}4?Sp1
zJIR#`%!PI4?}9F+Wm{inx_CNb%jGvXeTIvO92_!^sp2WL)PMN=%{_ya&nxMTqKR)`
zc<VoZkOFvv`YLQVM<XU4z>OEIiuN7n|A0IoDhX(wIOsIO6!8G9<@^0uKPc8$hU6ls
z5VoeK(?g#hqs3tWIskY;>DyiamcicmU8wj${k$m?A?Q0T&7h$g{%3jXZpt;&xc6JZ
z-<=1~gUVy=riI`4zn(h6jYA=?k@~C6*0;S7U!h<&{KF0q($Mqho>zzXl7o<~HGJ>8
z52EAb+d!vr<R1xws}mg-9@>t+xs>HOp3d>l?-4_3gWhh}8vcfLL~j&<-_m@r(F9@b
zR>}raMTUO4R&&Ky%G1^f02p}~j8AsIa-S&@)7;46ceH<ioIcHJXxP;L8g1okGkZ0v
znEQrV50bQW=UtRl7j5xe@qFPgj+eSa;Rnzf2luDq<@Gf@jqgvo?mJAE@AKzK_gs2*
zd2USin})KsJ-4Wkp-YK`I)6%j8vl6{$|_PzUd`<DzN`$tmNbXS7oY?|VHg7q^ZzHt
zbFoSr9~;};C-%lq`8qu5zYr68o`zNzQPRFqr1xR;FwrsYEIA%QY~!B;4Gv0y-_YH1
zLJ|0i*3FN7AL>!?qk|5@bUq{49@Cj}T}TKCoN-t2J8qsgq$2va1(h@GEHz-Y=$__a
zBeloD^47c>@#GL8c)WqDd~gPh;j1Toe$m@8z*O^!b+Ny6_B7ItQYhK+C!A(DYKd&^
ze|9nxWZYMQ+?D@~2ekZ;`oy77gg+X8A(n~;avzNCfH||zlk2#_xsa{lf#1kgN!1ri
zXUd5YknG0pRK!(+6orraFQLv6+<yFQg0)&Tl?K5J5ltZgF7jJXEA}xVBhvu#-gVN3
zw$16({sQ0p*SdYYWt@NVK~^EVV+w2UUzie!lU}0ju3g(EaW#InjwFMfA$90HVFiRW
zk&1Nx%~`~do%;xi^ZcF{hU*EF>$#Ylci&vaKoZKH_M@U-HuUdzeSf}&j*hN^fjji5
zO-5mVj7hP}r`eg&nDD2I`SE+`^b&+3xPyS0rpZzSAJ~b&R|F3k0_nRm#WL1>_n~SY
zpi?{q>x9`8PIDDid10%;Qr_2Qazm`_-lyj;6*Sdg@8IyW-u5GCjf61c&LaXvW@78s
z^}j7@&_Zx?1b3k`LQ6+|3BXA{vefUOU2hZn;VWR=#|X>!8d{f2-dEt5Wn+F>Mj3IQ
z#3=gHME3M6N6#PR=4!Pr%iC?;EI*N#7#u@<k4FPiuPB_)dsWqJ3uF*Z@hyH>u<#O2
z%Vf0<&kP5#YcA~dDWE?~a-8&DN8Q&zM0EYzI_8p`qo!o=RF%5w6#!@dTM`qN4#wsv
z;3{P;_d(r0K(4ct)8hSRNfbdc*7s4xQ2x6ptkj#%ov$@X=hW$1nX9VNa{Kop^J}`%
zE%yohQcR9!MC7H9o~LJ)F*5_9dYI~BDHE$d1<IQfhv{UvIA%yh_K)G~6*;sjxX;KZ
zy%fawTzqz^$FKTz)rIzCSFG2m2S;va^pU&9+*6wolKMCy{qyqZwf8Eg$k;;}Ls2a~
zCwif+(II^27Y-polzKAF%H9&1wTe-?3)Zi5x!ggKmo?awrqVdhH3p0Swpf43lu{C3
zqbP?B(l+wiy*z~SM+lwd23Etq)m6&swt*UBicx1kKZ(d0Q;LCtL8TeOVGwpwb?Fb@
zl!wzt+Zbbj-9-Vd)uXMb4R`Ppb9?G(*ZRnFde1wBVCO`Fe{S&)^A4%;0Y}l2nPgm5
zT;2yT_+Yj@!_0~WZt^65h(4X5nHKxQ@k{#Jv;_{WtLyoNVkIlzb)$1|N7dFLe8Ss)
z1;SbZu(3QQ7>W<Wqb|^9H9y#iMx&~ZL`Ch1mC-H1AQy7X*^Ul-q$W2aJy2@1sL6DD
z#7Hw9wfv_JaJ!w1#5m125egIDr#8~Mg>Cb#yX)Rx$CEVU%C91^;?~cSl7)6NSTaLq
z`kAn-cTx4{P1>Vewtb=Sg2|EcM1+Ofe+3ieW|I?<<GB#{efmV+#{kwh4q`X_i+f=~
z;dY$9&jv>E{RC=Z!Ma1~?siQ{wnJ$hIZs?5X=5(2-7n^4*tj=a_19Eg0);#`w`0$$
z_U?>30h;%3a3=zcZ|G{pjAzg;1Nh%32-mEX$Ome#f5EsfUh*Jh#J6T&56iq{Eem&5
zQ>oH_4qlA;s>$%=(XmIT2o;;mA5`eGwVt(-i&sP|k4&kX4#)6u6HbUcr%`^mQfV2%
z;`RbT<`>Zyu3w-`Dc)y1^Ne+bR+uRkY&C2H49oU$Dc@o(Tci7TnHs&$vz#@DWGap$
z(%gBM9x6<hdPF=Zq8ge|O4ZJlzBdCi^yKT|cLd5;GRJKiLb(+-2Cz7YZ*UIn23r{A
z(e0^(M5b3{%#rhkuiKx%^9#mqahcMme()|41wv{hj4GTEJy9{&EYr@~ldeQMI-LsL
zPO<-xdaKd2t{we&BCvF88t_1R68sZ8&pWBIcQr!Uaa0$}?)5Zmg!7#2wt=v;o8x*Z
z-^|nT7uHp!c`h9iLcUG7x+uHUPeb?77_qzCd5C_<Ni?yJ$8YY4u-Er-Z=b2=&4uwx
zgI+4;5G-rTanzqp_;>tblpXEPO-gfilUSBfu-7c2k7yr+w^IOGb9nxtdOe8c2`0^5
zocr;c9{BgA-zOeR5LGvG=;^k7U3J_7zmFK}_`_bEWyl77@??0YriH*@>q}qj)D=1-
zZei5PkZMxTS0qKsJ0M#g#BGu2o$1&o2ZZahJzP?(fN3=&>{yX)pX1&$L5Erh+C$Tf
zASM%HTEBlBnk_lcBx$Edw^@+j#tIa$dW+M5pbTmLHT3gNl$_8xZ8m;_c^jbzsxwzF
zoOioGOrrMSZVx38^k-qQDB);B=xZI2p~$=O@C6S$465{7a`3>*iyl943cOs%q0LY2
z*VCu*j)mu($hXF;88n4ECnpuBWwBe-`Z7gKDg=_1&(s0@yq|N;Qn^)SY*<f1zfKnN
zCD0ErPAVn0Qoj^v8oa>Re^8NxE)P6QHMx%btbrVmzI5!&@zX}YjL^76yEV8e*Q}9@
z4(=*X07w?l)OIwt7RE#$YVn9ZWKUxH^D^UE^BZ>L>ctJECLSA;KiOu-8Z9b2t_kJV
zTRTq{H$rR0BJCdurfg}A)63``Dey^LfoYZUz#vUWPhj3;fgZ_#-2X$^TSev3bzR!Q
zEqHKu4esvl8XSVVdvFV`0fM``ySux)I|O(B%JWM1Kl<y@N1W8SxhZz-+H+lVuGM2t
z2Wi$n^q(Jg2XpzDM}KI6%fx*FQBd(TuksC;f~n~0x2w%J<d`;!Wh$m~{n(AX1+9V$
zdh|?PaRp1++*02NN{Ak|$B~41{m<%!RZi+1<zs{&JYUHl2uVa7Y6He^-a)H0R#djs
zFM3E*>PSX89`BgT;S4V0GUcZN+2x+Oey`)g-x~ChLR%ZzA=ay;d@$5HJk4xT0x-z>
z(MB+L{~nX+tj962AHXx%oc4Fh<bIbQ*khDUwm>tTc}DEh45f(MB)k*WNk@&fko}VM
zMEumx1gmtxX|B6~sbt&$(%g95e4%2QaRw<?*OXEZx7R+has#5As*bX~s~ZY>ex}0i
zlv{<(PEZon1qp}W*Mh#zUcynG>eSgo^9#n5JHJw_c7GI0sHWzf<O9Fv(Jct;Wm1yW
z_P(s$L-y4N8A(E3HAkLtBqqH=MgemZE~*w;ij4p3)B)!N8At=>JuqJe&YK#WAKdQG
zPXE}L44mD$#+p!SY_CxCa%%`3|J7C7cmT5_n09aroi)k$sp(?+j{s4JTTKE&G(!9I
z>&1bubkq*{$1MqPmmTbS`7|*WdsLThPM$XeDwe0!a#GCSm4d=(N{uR6ThmPxVA1rA
zpUR&E?l0#dW^sz?9PQIR6yqVw7k{%%rSZtqdjd}+`-#wl5)67t8dWD-vthdCTUs)V
zIewZ^aLf1y)p)72Cr78FmqmLn-kZ$RaQiMzKSja&(C9U70LrWoMMF_QDVWvdOoXep
zPsy}3tEbX8Pk4tv@j}Q$VVcZMWI^p}hvp9|b%(=$*11I6Fr1;D2ls&6;+XvtU9u}}
z+%YX2+_1yW{=7L(38M-FSF6Da1`%-*s+*y~&>(#7)(ZW~@e}mf7xnxd^RRC}0?3{x
zVi7Iaxb4}oGmRt_3Zx+<v<tOo$`|2<m9nK_j%N5eh1rI3lqbwpK3<$n8RKQ+^>9=U
z_4GI)aiEhqhbI{D$bJ^(m8D@ogeOm%#g&Z?Q~d@-jpWHT0-kN#iF3|;lrhyq4Z^4M
z><K-e*GBqtQR3JqJC*iE&&s=C$u-_4@G(x`tD7`l!wrb#7}L|ZUY_@thmX~*5ABkh
zeiGLs`&+M+Lgm)?1+n{#$b{bkev3HU8M*DjP_WT5_aunWo`ZXntlvEIx!l_nz;`B=
zhc<pAWt5DLhUu)A8i;E#feg#?z`3p4kmp3NFjfz1y)`graZUsYS+x5?q#kl;A?B*o
zEZu7t7sHV;94thq`Ml7IrjCOG*=^u1eG0R;wo6^n`-zX3?y*^8aD-$BWF`{E<ef)U
zy*zB~G{sPTR>j?Z2FmTN^LAwDp4^Wj03PTdee%|B{#a^x1Vrd23UOTKwGG=&7)hBF
zn}PVJX}rbabun3zP-}I|`o&<x&7V6Cs@ZT*USeN57RD|_lIv*qoeTe*R_YHeaWo-U
zuv;#ig(DC&Vv3PZCsWZA(C&HU_I8xo4~*PRWc$kQru$3uZ(*D~z!XQ6T?kZOB|Hke
ztazOt8{yi^jLkYIN7@Upc_**|^@P=XH?3lDN3^yb9@CqBkvnUOgC=FY#w6AZauh_J
zf#-_I;CJM>LU@}Ok4Q&{=@(b)S=Sj5<dI5_A8+q-%HOGe_su<Q%+?6S)0LMjZ;Gb7
zz4JSJh~@RYKFh5yhY-}1{;ax}LjC)X@Ne{nl9T8MJ>&aut0vf48Qd7f<2^PCTpNF|
zYH}@AAPpzd?>=be#Q>8xqH5q(2RQ)+t@VC;?h}b6V)&GPP_I%{`z>oOD1C=Iek>Y#
zZoehWX)%T2q4H&{vvlfMg~%@X)tebh#lSczI5K2~U#%zu{9@3o^QIzE5kqK5&(ejQ
zM>0vyL|A7bU}+Dx&q{^-l+EKk12rkbFei|N9d<=64cfDK^lEuYZz1X`@KeZp4LcWZ
z#~+F8F+$kY*o?!A?q)C3X2P7dS}1kFqHh|>GcI~UEwpHAZNG|3j&3kHOb9yUO-JxB
z+yzYM`oFRysc;ti+NJ4j_`q}gqBFc4>qrRD+2qVn5%YuxOLUFkIKJ4$)c%CvLH6oH
zMcmcG*J#$L1e17L09|J~M|QSVS#$9eE}nGWaba|t^fV`Y?-KoT>_6?l^IhPzajrGF
z)<;P>IpkZIob_r8k>Rn#T)wy>Y<t(;&Yyg1oahIJ5=6^NMK1oY;C^EYPK4)TvZ)U@
zjc#4^5(~i+18bC3efF(3%w)KxkfNa^iB=iA+A?n8Ko=|DmZs)r1A;Ot8w5u!vZ5Mu
zH_}D_mLH7$zw@_B%+beKww<%*Ak<L_^ti7IZ`4Be2_gH$vz6)1=RY|GnK<FBI;~y2
zM967xa-u}R4VG)Ar>A4QDP%gJNbohgzdx`tcSCg<;Cf}2UY-dUg@PfknlT60z<ow{
zx(9bJK;qdmnEIVQF@aD@VSpr9zC<RbBO&XAr4`I_QP-2&H!HN=f>o_glED4ZfeXQ@
zBb!J~!PG;fgwa>~OT7(2_{V%5ofE|NP~OAKn?3)fG4#n9P!W%`M{>UM$qxkz0xrDE
zs?^;M`;=(e7xk;$;!?cS2`y$l+WM2o9w$Nv*GeZjqmPCXs5@!dAp$yVu--hm4*MAD
z27V-04U=QKn+SSGIa8Morsu42hlPpAKilgdChxRE(kr+VcVW`2r6=)YWefZAinpuI
zZyS_&aZN|v(6>uOfqex7L^9N@`n*|58ADuru!^B3PHC&!+r`pdiVYsb;7=AE@8P)#
zRg<Ow9gK4*pEVf$$Vj<oyBt9e%OD^&eu^)SAA!3NjcCeoJ3Qb10UF>vK0fMs#l)8n
zykn__4MsfRe0G(DafH%YwvYIkes%rl4zY(udWlqKv5aW!3%<_O{f9Z<b+p$Y4`P`x
zy5rnFE*oYoRc)2I!N3BT%nONeq6%kegoKWRA)~k@_ln8KpV^E1-XVuybkVeAbvj<X
zo{V@Cuw8!U+p#mkz+1b)pdlZHR$W#~=W`OKL)r@vM)*RD`F6T1&<zHon#Hc)FvB?Q
zi_-Z6dZKODBup`zepk*QjrWccJ6xeuPH&TsEAzbS9@}`kFcAsKMBY)3C!5K9rk*Gr
zTN$(Lz9yfTy4SuT&=k2+qsl$X5xM$HpS1quuY{H@coIE5y-{1t^54_X%}l3#zXlsB
z-q%ge0NvHLib%z>WdWi9Op6IJK2Lo;irP0UBQbOl1_Id;e932^HL=$}Nx$1?GQb;n
zg)}K|To9d|PyTVvcuQTiZbJ(6_RLquOwdO&7rqqBq`jU%b%BT(k92phPHKqGIQQQc
z7@;fbnbRiI1x@jQwiIyRE>!n#2~?;IS3tjM3G}4vo=esq86GC@kBNkJ>NGCk*-A3#
z?B1qV%s_3jy~!@kGn3L$KyT2?h!_(YFqG~@;T3I$any=?kXm?(v;GaS<*V|qof!v}
zp-IJmA6BYZT9@2@K^FbsGM3LsNxq>8dZVqtu+flGCcNX5ADOOE-w*UUpIR+KtH>tf
zzVd9WLiYQ3)^q~fTTmUFxj;x~Z~In6*Zni{OdX|t-TD`T+@rGg#M9wQY{IP3rL|W3
zT8)dqObN9#zpBwb*X{L|LJ5k?-%=Zrha5PczSW?@u>l8MggUaS!x0Icv2r9VK~wH>
z*$Cp%n-kQSM7mkmF*`n-ckS>m*mm<08EH~QaKYXjT2q{zclJ;bm*3n4KYXoQY7gMW
zh@%J=VjKAwpIu+VE<lEwk7zqGp>0EbWUy~}IokbTcWnc7Z;n$V-1@;_C7&(F(;yH6
z&M5&qKWs4tywW(g(<iE&xu8UdlNm%$oxpZ>k!ZWA^ZI7VZa1yK0vS6})-iQDx4Tx@
zOOaEI2!|iI-g!MbEsOfI7CV9-rakerHIvz&aG{l6DUJW0$<}V-|L(QoMd4MGVPRC4
zO#xxb(o0TaYx3cdJGT&~d5D^xVI6h;>0xu+Arb7_hd@uw$&T2*Ei!S0wcvzT62_~^
zVv*}egflXd1zkyW{I9qmJX?k-;fNe9LBj0uF;Fk}{WyXj_2Zkr`t0d&XLBTyYk_sF
zs4$lF6?nagoy2Wgg;(b*ukuQ|8PIK&^snvopGAP`ssxAcin??Y9M2F52X8MP4kdN$
zRDUc~HKjQ@gQUP4+a<=wD%uH>$3emr1>`pt)(+|N)yS%I(6WS3eMN$D`6VtD1?+Q>
zcs2^u*+r`U$KNNDSBB(n9EQ~F!ZY)P>F%j3>J;$YYWIdF6r`==>eY#Rau<kWsDH#w
zAZ_{IIHbW1<bxMKlBO2}hev5&GhN2BW<YNQb=HMP_yFJ3LNcqO&mDpQZ)0>|RQXpE
znrg+#JTP(2=DeITVE=!YC{OV#S_u1Ktn@)7`tYFtx~6^razrS2R~x-3<z$Z|^}7-}
z)#pQM8J!VO_KJ8C1u^I<@tTO+P78}tEl(O)pZ^LhPC#FE0s0DL^gk-+dY!(t6!);E
zSFPmtF0E+p+0JJ`JI(w@JGqh4{6Do*KYz0>AK{G>2j~LHzeJtx>DO#0GR}$o@Ip>&
zTvNxP1RJhi;Lpc+$j>w}X=j1;^9;dnutvpm$#(j)x55ERCIaX<vN>gq8ui9|wK=ct
z|K0#5r6jMHd*1NKuU{w^$;O$P^ss}VFPr`7gxA#@yfjVD$mqz~$kj4R=G7HwI<asw
zd`jdS4nA(KVxX?SC=Y*ew^EUbP#PU!Kx34Ex#w}>W0@cf%`j7a2(aZ<H=nJ$o_#^s
z_+<$jQ%xs{is7&|wJcIvYLvcULE7KaK?KZ$#vOtEQcldpM2<h8@7C8ZGBBbVZ2n}5
z9faHIqFCi_sp{aa)KO#*QNPIWJ5wXbcWM~ZFg1=en(-K&V?qr?^Gi0UHE=5U0v%}_
zZZHX`{(nugJDf<DmXl)(7I5e=wTH77LxAHoxx{aI?drW@L!20cx5GMVsf!e08@Ci?
z513ROG2&HwmV$tdvP3()Z-x{JI}<|1;As`-Rg^EUL|FHT(q1vumEB0kQZHkCTdK51
zcjIHE)I@D{bfK^QiA`X``!KX+;YXqQv^H?3RdGwTl|%0GJy(8G#Ig=1DQkA(QUio(
zfvi7GkG%Acfx`Dc!_m(BDjHM^cabeq>kgEh;KR}M?{nEM<+}F~76Y3+Yfq7j#X8n}
zIAY;b<iTUlLUo78r|p39st04sp<2K>xLMjVm?MY$cr>@xK5yNlPhm7WOvX-6s)q8b
zZ`>O%R>Q6feZcS%_bvnzZ?{EXlSawlDDN@sH%p-`UEVl9Q4WR~{4J<RjqLb$=frR8
zZ#a~a(&^H*v)X8T0!q~fNUPOVq81)(aF3jyz+J*hXCguwk+ZY65&iGq4l@bx+Mc%r
z&CHC-{^W^K(+||cR{5i01S0F9w$>>JEOOH~VZ|3og*oXgiK-QD-ibusH_IngjBXK4
zr=&NdXC;%T>#mtDYk-}g9JkA;otD-<WE7gCnfee!+Q5n?k5_hPsTRu&;yEayzGxk0
z9Pa*v{8e&vH+x$6q5OqxUcac)Bfa_`ot7vJV;{;P@11`XPS5|WmBdOMD}jKe+o&e5
z)x%hEk&Xy^f>SOzThb6|1zLmrJIBjq_B^2T!+Lx<WG3gA>x00g$0S43nahL)nPtnT
zFUc^zBMW#n6s+6C_(h|k*z@aeNPNf{^0wbRHPG>^A^mW;Lq@P=g9E;x=2zcY$~(0O
zXr~nF`X(`;m!Bl)*e<_}Vp8pMXa$t~VnPQ_t5#&eV&DJXTUi}SKgLGyz1LM!sue4A
zN@s(@CW}BKx$PfjclU>5&UWWr)K1VGT=I58jkrFB+)G3Kn71deg|T17xnHbspRmv{
zJGSF^%)*xrmD^K_f;JJ?9Pc=bq$}n4=~9>DB^Hid&(w%3^wwA)HGUGRyiK{+ZZcDT
z=tUD0BEBU2WF>GVO8d!p;$Uz}x@^i!qEwfJ`<$bPB92@BI#yjPuRP>1>9-#sA@<v9
zflcqTz|_KfxWVr8JZR&e=-I~#9K%a-^6yCxEBc@PzlHnt{D@S<DF1P{1rrkiG>c_r
z*^9r=G@N=O+0w`!k)#1Xf<$Z(4hh9~zHl8cjzbHv@x@zqvJsRnv@i5EtyW+6U@et2
zf+p-^??+s?v-WHocc3Iv>qsrI<#<rRH=2ZO;`m_2gcse(RxLZ5yYd{QaYNVa)ZMKd
zw9o_)l-K6jIjK(Wt<KB7Cn{q2FGa{6^V&B}&{D0shZ>*zW&Dr1)6M$U5FWV9xvYsg
zFQXV^C`)?jZDdQNpU@l^XtaDxFWwd_l2-+B6NMX9A)wBruC>RY7wa{UV>u(=s@!cR
zMIquxFjg~4KRJW=X*AmC0B9Q7N$y6IdQO8@;iN~-eqI8<5IFCGi>D!-VH4oDqLs^r
zeOss%EL2Tm$hA+MsT(dje-}T<E`^Hqt+jmSzB|Bct57KZK2d36=%>Q$l%t;6KB^b{
z<&>#ZwY__F`oqwxBp|ZNKlj(<M_I>uP+|4^J?1du0u2huITV{kM<1M&fDSGl|J^1R
zxbQ2Q0{I;E8T2-OeMd^8OX*}iR9#joouRR;$ws8K<d4088r&{;aO?2<XR-bm9d=>}
zDTIuxabGVGc|oFv&sH*;eMRAX{^u}8y~1&?m1ynL15;mQvq#MFx~915iSQ0olaAZH
z*ZqLreJ)58R{}hjm-1_f)pJ#EMNg4^edo%aAV_(Sws<6#wZY>^#U&?CNzPt2(>961
z#akq-i>aOzqb&#Y_)lezHN7bG#>qG~=r_mx&!{&hV8j_g>-_C6=N^9Exk8#xaf$G1
znd5qegx*^qf!z~NHxVyA3z1@|U@`b*?K2|yjgWp$vV9k_r-|<~sO*#qM`a9PJ*aOF
z@*(3HtoX_FoaA&*f<W~UTcSL!+Uy3`w3LBXqR8!D8=`1*qusNbbNmZRNOL)g$}$U2
zoTZ>nNAk{?lHEK@ctVRpPt}AU?oIG~E)cgHcts|uIeJF-uxb$vjDRS=d8>OGLH)sJ
z$w4b4{1fW;2`p-kf6=JL6e1T358snk<5OVEV+Gz!)_RD(LV~PfI<|YCo+lm!{HZTr
ziAyCbV+yH4x+~P!7mF4bf%8TNWD>AQql5l7_F=|{=rd;*yKmv;2u94&8P$8@flNcB
z6(*jUgMFPUMGl%Y3Q1AcLD{mUEsoodmq0^$oqN<4wK?s#BWPk*mXvT{%*`bWll)>q
z-!s0mXi$>eMRKQ=Ae!o8Cr~K4GfLW5poUhY7LqjFTF6$4hRvs&8^p}fiz0P&2bki3
z6o+Zw$Q0DJ5TCQbFH-3=_`!6<+q9M1!!1tkpYaMD-#mYlMt=(zfX$}cdx{%IZ;qP;
zDJFRNp<HTmNo9F|vBq-ZQ?L2amL4k;Ra;+#PEBzo{LdTY3x6$Wf6d>0j?H?->2%?%
zqi<Q}x@Jb4tgyg0o+9Z<_f`$qiWHLsC5$ubg!<&R$=##w0I2A6F6W6$@@2Z5(4ctm
z-e>a`3wbZ{o(namHEEOL<V46!ZdVHOpbO`0LvS2=IeH7}G<=RaSQ&MQN@>2EZaxrR
z=i}L;7ly}kpA~ZN%Co24sSt<i8;S%0a>wSUIdh}k$-*T9GFINB<70O!(iAk2Rf*#8
z=V=%>s{z_NZl~L$YY_M`MGV<GM5(?SgmPWrDL{^BIm=wfuH_%(M|5i{16K%ig0Vy@
zm461~Dx*?(Ui9emUx$ji&}A;t?-2i`RtVhqTKL*}Tqy{&;vh^~Ml;o@O}1d}ARahd
zFOdhqY>_FP7@1<9&z}!--2?S^CDcRokG@z3lf(EFhvGNCd<s`!!+)<LTezvcm+Et`
zvjfiv3gMGP@$@yj+&uc+Zz|gQqcf2SNxJ=sy&}cyq{<Fln$X~%A{64{_f<!-d^)$@
zqp{!2iJJ_X%(-`t#tWe|(bhU|t>a5Dz)a^x0wuF9Rpp}mxge!j$1KXFrvnD-dpaTf
zt*_<`L&xCvgKWRCf_@px(l#7Va8uImSmso@&D}!1h#!5c3mc`I?WSqNkGF1dB7<07
zb`#XTEgyy)3WU=Aw$rVKR1B7>h@lWw4<a?MgHg0XXcfo9_~PZH_6^6sLE#eK$rYZh
zYwA2fAHoGytVPF@ZXQxnN+%2bMz0JcpKKGrYr5TYWKVo+Qk&c;nxc*Cnray+UiRZ7
z>1IDAbmka88O6~&9c_M%&d;Ko%YNJ1vo-TCLt7q(kz^?9efU(?<7J@Up$}eW2NZ2(
zy7Wi=Mv|`RnMHFbI5GQn3$6DGHo5CT*u$*svk@8z(inU~ehKNnSHB=ZcUGCcUEDbF
zqmjBAzA2V+1ea&uhWZA+OQ>%S^3D7Ob`CSQ1LN(Pmal4csEd+h=kwt=A8JItZ(oo6
ze=3W*{U~bv+=nvS+W4(8%jY61cKMg;N^^`T_)nUd2tbj1B{seP4wO;;4e*YZ{%-(}
zHEysN=(|$w#w`<=z2l3st?fp<{H9dP>;43KN{e?o`zPHhYra#mJPM&tC?Y1{%xQhk
zJ?ZGn21Cxf7LzV?xKzrKGzovPDCy~K>Z1;nRcb`5)#NMU7G^upXkP)L#b>Jm%KZ|o
z0>7<tL^o2z=7dgeR>T^c-Uic#(*gcxpbE~3z@6_>*Rl|7`5%K;M9W(}RiF$0HcuSb
zOUPFmic||T{@;X5b#}Hj=1@><&j*$L6i|j_;St}#k>`i&cf!-~I?D`Lk|;puul02{
z?Iz`ELzMhNl5>ob6s@N4n^uk@wLE12!HT!|SFrk+dInxh_fL?S6uoo9@KcDVduL=D
z8M?n`t9E}ZxZUFKl*&lwM#IPiwHx)Vq-F*UmI(;lXwMAK;gI)KggQJHGq<BXO0&l)
z8snPM2z>Sb$@x#!O5~ra6>z&HTfd4X$yq;;ZU;5{mL>voTg+8qMdQ$HB~SPNWd6{h
z7#I_8A^rZ7e0YCGo$WKdCYN;F;10JwY;R>qepZ26TgK<=?`@DeMGit0OBdMXB~vL|
zUgtY=y(rYbUa<d>toob@irfY#Ra(tL+7U?7(<S<oiTskL&sZ!ei$|899`#e^zH4}n
z7ICTqt$|@(ws7hhHRSjtDIl;waZO1Qq`brAXMV2$?25Dty*C4ZavG1)twWC(2cQ*+
z;1(I`VV^X#nbS@sE3cba|Dz+ZaVX)iq8v4{EK1^ct->TV@_-m4gY$3x;`V(7^e%^V
zT)!QnF8tvg<4ULI5<r!nK-#B`LIGNyb5}d4So(=@Sb7^e0ruYl_bVC+RWM4FBclL~
z82Z0|1Tz=X^$SFs0+(@tp2gBSk5?A-{3VDjaJYxpf`G`H;9x$98$^uyB%ZZ{B(SJ%
zAEYiY3_wJ*Pt^*f|7DVCEeVKQe^H+?c!}1c`ud9H(?!y{YLw%$0nPlFePWKHi+!-;
zem)(XxR0L8qun^JpMw~nPxrNLMA3lDN9`*p!AA<UZ6^049LaL%Iz~e>wb&wp2)Nly
z?M3KTB58=6s2Gvum21OuMGC!<u;Z1}(nLq&e_`X`=Tq~@AJ0?FJydo{&`8m?$!X^x
zfm3&!j;hh@?8Y-YiJ{4=_R%OaN1!a5tCcVbW-}PRauy#jtNrlQz$tMG+|@p5R8Ptd
z9`9se@rZJiv=d{`Q7OPCPEpt2?6Iq`JJ~rn2+s6o<BhQa4_e&WW?ws8<8F9Nd|3l#
zu_YoLx%GOv6xn%n8>B7n5J6tIeE#SSu^lkQBGu&KWG-!wwDlK_^`}2kqHBBE`0;C^
zX_Efi%6E%`*OXN~_J|80)#+q^{J}n$nw}D#py}mwA}Whrr;Fk1|2^RSx(y3xpq`=Y
z0KP<`;h@?-b+yIv^v=&4wI+?sx<}3tVIhLLiF5kJ)@ZvWV%Md&pT`->Bk0s|ddxf<
zRco$$9;Csvn0M3utyrva{*1AB=^h;{Cu}$_b&IFHwCth_NtLeLmyWFIVbwOQYSaiP
z0427f?V?XfBJZN>)B{*Z#~V#c(t9{+w@U{f2~>x`=u%oynKMp$`oY0%apb9IlFDhK
z)gS-5O*tx*K<5l|5uF%+ClYYE2^<u(D$ebVib6lR?iZ7@<Tdt_8WOqOfHY87S#DOJ
z7{4|;u-*zCg&M(}{`i~GmsP#5{yfSB|3Z24Cdd6hiz+MQ+D&s=h5f&%tKHR+iS%46
zhTTo??@iesUe|nhw=GRNG{0I%A_0_GGT{sT<!Dpw5f?y9gxMW#ws1AxVjpHhVV;+r
zlYp{gMoF*T^7**W?It?${Krl#x5FF6K#uZd`nyd$!FqlIPJ^axpl8(m3KVPVy2R+X
z_a2DBWwJ~`Ht6c;$yJ!RLp*4g(uwO4k!LGZE^(NEr^c?ifkO~a;*WZ*+c@J=<UwSD
z%BxLAP|!(-emP)Og}GwsSgtNw((*XraM8bQ5IpP~pbsu<`i`&MSdItUh%{%rl4v}f
zACb`BejUr8No&bk=HufNn}eV#u)|Gdr5y7dkEhY<nJk9~5@PE^l}F}*lUzQB!-J;q
zLz6km+>z#@p=(9s-A9_sw|4IpG<5;<eE0a*$DM>XAKqLsTZu`oKximay;2Y(vJaU?
z4n#mUS$fdcC*wsJF6X2cMv&1QX*Qo%oA29Wch+Lca_k15ycC*{eC5aG<_F@=B|<|e
z%CirLl8IAEctSzIL1h}_L3AnAAHRE_mzfMXel$P1`j-{uikuE%Z<AQu9#R^0v=+M<
zLBS(Hqttn9Kim;rn<PECqH(cUk4{x^+rXl3)J=7lLmIdw>Jj_{DgDLjjwlU97_x23
zy}kWI<O;RtTlcv(56${>4IMjme^AqZb+S6NHGO~n>c9y>25E&I-MQ!*RVcNAbpTG5
z0!4A$RtaF{zRLX3CC28-CUbt_g2iXwwY-?k4z!Xtu@Id&4VbX45D4G_G8Zg}pz|}?
zLp@jv)Y~kUKDhpk2sQt-xZ%07HWvtPTtdyq#Kfkm=_lhp6ncYbCUtx4UgJ|~0vX(w
zCtYfB@2W_V@gbj{flS3X#rbk2Y<>@GRau8!>7Z@zHAsK@cFiQ*vhXG(rK9<N^iIqT
zv?>Ip&P-(}RD9#4$f%P3i?fDF9&~)-oLxuej7JT3S&xgONr+jWze3_33T=NK%5Zdn
z_evTIbvjvkoV%S1yn?Q|>k$GTE^o9VX*rjP#IIVIo`Sek1su33Y+XKsw_WXyZ>|$p
zn#>l0nFvV@@w1~o6CCXpeX-_m`5I2gif(}znN1(W+}vkd^2t161t$6Z5Wc?w7|BV`
zZUJy@3Y(i*BhyE#v*=Q(bh@r=eiItk{gOT?3PFB^K+9qr^w&L6kDf%LNUgG~-a4nr
zWY^TF^>-fDH_0vh&kIMZSgKjt(_fE{!*7@HP*dCHZ9NO<3>_~AKGJ3OdMA<PNs<LJ
z*f8hb5*WbN`HRg72KCi$>?X;I#tcQdR(u||);emnyX+EN?}s*y?6|)sEttluCu^d;
z9Nv=m2q(1Use+xb1h25wOJWS3<ia?9v>+OAaH&EE6V2Fp><!47DGai{8ru;6w)yZ3
zgNic{Qby#@yE)B(ThHu^@7H$AS$L%AsfeO8dzq$<-ixpjfKpA)?wo^}s;`wFmDO3!
zCn}n|8+33MbMak2gb!}@eH6`DopN78IJO%|873(JD!wzfN*aYlmuFqCv2>D1nlA_Z
z=;?%spJ?!yYDj3op)Tn2cY=QnH~%<73}Iy^68Nm;umzI$*~jm+e^+{y4PV|$#zRHl
zGk?Aa-2Tl`wls_?*iJZ*|4tl|=JP@yOo$baY)jpsJzc-nndxHZ1_s#iEjqh^ol4jV
z=fuJeZM|taw&9>UNhgNvb0orCBw-PC)8CF>uyYW1pAivF=OFBrk;r{kjkN(g?u+vh
zSN7rwk<Ovls<+rA!XtO*;$dls%gbA#t|9jii>ry)e|W6Mrx{~k=dRuD2*Xma;Pr}A
zPzgO9AJUuRneo8GBv*n<biuF%V?z31t9@rrB$yNYP;S#%uTVW*P3W`xBg2TXy-$%(
z{pWnSu-#gn0r6?N9#3;R_Y;8>DRv2N)WJY#(D!d>&}inxi!EfY{c})*qk}yf4%R#+
zqtAWH4a3oxoT+KZe0<Sh@?%&lx1!p^bum=R6{WJVUyFdj&aNfYyGUzNF5&UkPJ0zE
z_RH;KTgL1`FBocRB<_4xGl2!D=3Qkp*d5$HvGed~tJQ<ExIuZC07d*)`z2To_LT^b
z!j@cB#U``f%O<&?uCo13PdzV{Paye1uaz*s8Hc4==^loQHJR;VCF`;?+Y6e9G@;K$
zdr#1cmmQ=-+u~Dj{qUd7hrxo#QGK1PR)`sur+!s8Bv9Lzv9r7Lt01~Cs|$Vhz^W-`
zbM?$543{6hOQN6=T=k<Oz0O<)Vhwwr?Q?2!iGlVyIVB=PxA*lXrue82FST7?kKU5m
zBX+IMWfNCw1$2zc55?or!qTL*#3e#HL0`~=Z)k*crYu_Y7M)z_AV~ShJx-7C1ux((
z)3lw>w{~VNebQde5B**+);Jn=p0mk-aYn0L&!>4D!_1}1hBAe7#xF<YcqSa~>3mUO
z(u&>4l6}0_6X0SxX2_TY>|MRS!b5OTf<@9=)9?s|T-kK~7&`Kz*IfctB0WWLY{WIo
z`=d?D3}-Qcc1^CgDinj&sel}7OwW3H*3jDF%<hNt$tUZX{`0{?@HE(Am;tpgZQAGC
zBH**`hd8UUG(*y&%p@GqMmJq(eU(+d*0OkdOT<7)<?L578C<5z*EE_f9@;wSqSd~B
z!EbF1Eg8R}nz3<8Y~`6nqCNoTs$w$8=zjo1PoVcfsG8V!LsCcl^rxN|Vf4l8n!Lfd
zC!NfkAUZ`9I5V1%ja&=41V2x&m+I>BO{)GOKAimAU$ZsQs;PO#8d4dGp{NAac8QLb
zDTjIm-8F-`Ypk?K6*DZy8>YKiKV34r_=gnXO?Zt#x%%9gwG14&SDZ-}IW-GClZt89
zUEa+q$RrT&^%qx6e&h~^^faZx>-|J*&1C;D3HtR`V&GyrfQPig%jYtJRAHFHF`{m{
z<uK=nXPnW2=2bVP!a7y-uHz}J1+9))gxrI75wL_W4%M>kb`N##o8A)*$GQ&h#)nOn
zzez)n5-?}CAH=>)AVp+5$UHb0;*m!a(JL6CxI(R4J3nlx@LbweGa-WI(gji<c@Yvj
zPa9{U4ydq@X(hdGk+SLt>8!*e1iFy|n<qIB6}^_1)v>x$H#A@7fbcoNFxq0&at;p0
zldw(CTB6bD2(>}xaBbFG>N@ClE@3M|3hWn^qK`S@2gQ%8SsEBPB^WrdN>=U&b}uIp
zejVqa!^2dx4NT=K0bwkJ(n$bWA0J3soe8Q+PB+86ELan_Hq8!oi9F%_pf4KMw}R~<
zs;7Z*_M@i7jE$v<e@q8#6vWt`<}XLfbl(_89$xqM(^pxH-)(ZjXl>iq18g4qsQ76~
zy6`1OzZ=`5{f#xkzXv`U{*GH`jmEk(wEj{M^`^t1KEjn;KHw%N%<m}wt%{HwmbiSg
zhEk1*9riTNPP#|il>O-}j{2cw{UiCb0CZIg9Wyaou2=lJrv_0#UBb3N*&p`cGRj->
zo_zXUL=!8j_Ddwnz;W>XTTg3Zb_OJXK^oAtggwcn(=KHQ*MBk;O+Up3{cW3aqJRMu
z{rEP7ZW`aNSXciwF|9#%aq-U~zxU$|rR^5baR5{oIbu<ZBCOR#E4rFO-b+`vCz98R
z|Eo#36MOO8sXqjVn~oCWqf{H++m^H6B@dOG%uQo9)?l5rdW?TY=c@WGd~TXFcj1)u
z(gICKN;=LdM=m=`XU1`zxsvU4b$pVz%a3Ev7a9b;S^p}kAW952{Hn&Q6xSmG<*LHQ
zn=NxESH|n-!5Cv3_n4)a2S{0*6=S6JQ=!v%DntR>;GE6pCNS*Nz<p+eRQOQnR2ME<
z@=DD^a@|kW-5dCQ)x_lMs6z~jYj%E+XLJKOUA0~3pSeu!Fw?P}<koD#?#U#SkP=&B
z%O78>AVKaWG)c5inAj2Nkk5fF&4&H1Rn5WBx`id{IBU}h3Zho^b2_)FlVNie#AuZo
zryWj>-!Hz1tc5eO+%W4(1693qW^21s58ma`X?G1p=}t6T*!$s4<xqUgnasMcTfE|b
zwT2Fp@EpPG{?U%UrO~82XNJq0h{$Pl8!g7Y&F@RCWZq7txqc=Dx!#UGwspcq_oR=s
z<7S7x1(^2bW0=%ztq|ARG+u775O3}#%9Qwu3Ca!ch_tiMx$-F0Gk=5_rDie@w4Y}e
zj_I@2G1vyfgxlzLyCMoQX{m2XzA6~2nC4(wGZr<_k+9ZhEy4#%VZxnSs?~fXW{*nB
zv%YsI42P9IH!qWDD9X-n=c5J1wKHZ{iXn6;n?A)mxe=+i#N<sT7cy5VVwP(@52?6$
zYVgt+lIlDLCb6;t-n{^&SfiuDnY@9BGu%UB12a;Y4o{6KienjI<NvF8Q#&q?uDndq
zy-!y|`;qOj7y6+i)%RHNTbqq)GznOHH_3(72D^&o9?0hj+@)hX1s~9gzgCKg{w)B6
zl?ZSqX#sBCiL06&4q(;?Q>0zm=oj4rU`$hJk#sP%B<e?CkR&fx4F@qjOXbzWN$vbM
zxZXiV%y;8m7=sh{yz9RoGopU?eZC2>^nN4!B}5+ONabr51RGV0M)=Dgy0;lc5hK?G
zr%m3-DKgUmoEissm6lnd(VKVyJUkpmIkeV3P5N`TDl9-~yH&mu{iF8D27GC@pxcCi
zlhid@iL!=TKJe+Z)pdEPyH+siGpz&mbiA}*&A<PxF%0~>#?VEg@jurX0N*pN?tQ2^
zhs`40`|#a0$nT^c<SKl>lZ89g#(Pa$n0%UHdpaGSadV)#v2cOYEY@GEbQAp>3-f8d
zBJ>*fZIyNEQ59T%IK|=sG9}U9dPjD~NL)McopLVV{#(lcc=Fk5<E4g`)&JlvK38V`
zFCJ%A$Rv)A3=37XfLDeW33JH_h2yk4vie^AC6Uy2+G03=6#4I<c+Pj-VPQt<3f19U
z5|T`+h)5nfawfG5Be`tqP#$ct$#BZgkq68*_bIbuv*BUBVnl=O3PqnU2nU;s7|^NZ
zL%>M>R=dKq6d`;ajg0c9t48er`!fXp+|SI<9IhAI4h}UCEcdiF+2cb7*@I{6!bt>f
zZW{;Pznekmgmsb{7)MG&;WE~9GafZMHTCdX?$V&mzPnCbkdZGu+MPCwOZ@)Oc!S75
z)VTkL;;irwR6??(yebGk!;dRhE>tcqdEa5hPLHU&Sa9r4d7&&4FdiliTl~OGD3X*8
zUFv)}n*9>6Ax5uy_3_#Up?6sP3kBFNqFScf_p*zS)~>&iVK>VhxX4!hD4G&khPRcN
zO?}rVAX{?jFah{!uLz@hy7yrZJieIq_p9j4g@O4F>Gz!UA5#;ItX%Zrv$M_%8$W`0
zOdvozEMKa)gCx#%Eh+Q1H|}Y@Zk8DeLU)0Is6ju~?Dd}rkq^1vqNW*zrbhqbZHU!c
zwe1dxXvbcAB23CVsNTOu<7ejCRCe1Aua|}n*?|vNTC3QUjB%mSKT&_3#_&vL-;-P{
zt~?GQ*bPxsC1We#T8B<<TQiD6Z*|E_@8*|1Cui%zYCEG7=dGgqq!IqXk~M<mKO{#X
zQFSi!sKB^8|2)S+<$)pIJi;IF>c5fo)x$g;&!8xOp>`-~10NoZ(<1rBh=FmF(mFOv
z^LGuVIeN+s3&(y^;O7D%(f)BImZIjoY}`_|!GOuh;#Ph{Zpn0`mL_)dielB;xQkY-
zIj$UM>Dr|n^Rzk0KH)<QPK0#UB7C1muKha6&+qSEdT|kQ1q0J=aQ^FL?~f3&M67r)
zoVbcp(_5F=U#4eL<aH6yJfp2%GrQ_(NZ_Q=7~j7E6#6Lh7T_o^FZ{6LHOkdGc9X~>
z#V-vyFrsSj7^KMH>P(q@7p&xyv&mfs6V%`#IjhlNgB|k==n}e;wfG(0&uhO}v%w{_
zR4Hr!0;NP;0cHPbTbHqJo`deqZ#OxAs83b%aHlN#4|%?diK*xq2zj>`;kfHY_Qn0#
zq*lG1Di+wAmw*0S$eSs2f^lE44<`W2a%w^{Jw*P!KuuQT)EEZn0)p5eEz!i3b*~lE
zxBcbnb2M1)ZEeHTPWI2v>h?E`-hsQ)AYwCng$miGz_zAecBtcT6`aG`yS)I9-lAJ|
zvN5=PNT`$kDQtSC+Ne8jfr8b`2^zaSSQ_}rleCd{L+x52FA<qvcNXINVOD6$Tvil-
zWzC0)7$(jaQCO~viZGvU2D7t~?Um~PxXRP&UJABe0Ni@2i-#I1{9gBdl5cf4)8nnx
z<srs&dy3PVz@25Odu3F~El&cvtNx{X^TUN$J5rn7B`RoFy;zku>Su&}+$J1M<RU$e
zeOh>6iLt@{ZkKSOt<rCXXe>-@nGlsx>_=5cXo>Tu+nff1@td4Dqp&;z>)0N^`lNt?
zl<a)E0Q9iKG1y_L%oj@U|F;+Xn(<Iw`aDKQDHsoMxoM2G)oXcG@FLCD!<K<4CW6}Z
zHnDTXh~+*MS`v4ZzWmu1xU@ZC>HTpNCJe;7K7u0pnAK|EI!0X$zsEC3pUee2-A!KN
z57yl-m7D#dJ}(&kCgX59kWb2Y-A%d(($|~G;fHa4*T2+##5?LaZ|qU2=PDoxfMm0Q
z>-ftRdPX>5jbeir#Y3FX(AC2Gl=e{qs&}oyp_MWN#FQnZ_sd^`z_A{H$z+J47U<jO
z^&P~wIBD!DOB-zgu3P5aBHmk5AIKXt@$J+02koT1)$DT_6&;8sOctr#qw6buFX50#
zy1a*z%olK4yUh$^37ZgD`8Ucm$abkSx1F;H$_ABaUMKIB1U6}QmEce*x^T5LUZ5X(
zOyG4TjulZZqr<i@VK*Xz1cS{+RRxmgSh**gEk9|pV>e1c?zTO5JXipul|oXx=fgl>
zU-HfYL!+ucb!xD<!`Grw4COR{aZ1%9oy>4$3Q5zO?;-n~JEyUffqm*5aj2`>k*9Rk
zdQpkgPRoJCitD}i^<3-d0N^+S?4T_U{X<8!vHq^HY35eTWEeeGJowwuQX+@rmXJAM
z5b4X!QSEwrx$ymsu=gz-#<uVmU-f%wBzf&r?{!bR&tcD>O?GR|)-#IFyb3wqPT;ZJ
z*yH{6dNVe%sVJwOb7<HACmxCrT;am^5d|uwdleL|QutvDl;yZId<>VD&pwfz99u-$
z;UXWYt(mkD7CCBOvsD3+@*ozh)uSG4F&<8lMniFyz4nJ-yoL8?oNf~c4dvnWixL@`
zngO4Frw$qEMvF2@7KpO)@p#iCyOT_;N~hQ1np$4b`bVfayCm&uwu%yl>5VV<k_P~1
z9(^-n3!}*;D)u%y4a=iNon)^0$E&M$@RZPPAkr{eAe(Bl-eL?IkX-eDdXK5cB`7kS
zLNoI$Rl5%-)<Y%zGGDW`*My~i`pFzPgzNvrqfI~gapB;G+G5<oiV=F%_`38Ok1Wi8
zVI!QT<9aV=Gw1bfv}OHR6VU~sY9ezQk;>T~d-?H(>Rvn=zi<0rq*wtXR33%PzN+oT
zwDJ9=uow4(XKTAg>8uRgb?PMkeM#c8I{yin$^3t5@DMJ0uEo=4*k4%+xQ>DKYb`Am
z_j;k)nJX^O>wzEIuI1uAITII9-SqULT0Qs)i*03GC~Rt^yKz}gaaQP<#BuKe%#F&L
z=ha|)^OSw8>OSRQhbo9LOVt`@Id55eXEa|Nfci${qTJNRgzn;7Dfa4>N&6q+(E?K1
zeQy$fthsM{v%(J{^vGBoJn8t#$nQU^O4`Q?V(>(}>w4eMiKnf@K`^AzP&s$wh?!2L
zRlf#Lr(l(5($vanyIY-}Y+4Th<DL3j-(rNoDzF90LsQ=6c-zGOP{O2cd@-ucVJPMV
z;O--D)laZ(0Pa?)HV_;Pow3CncaEr+gpkKY()4(WeX}Z=AI)HLBsmenh|vFt$(|*1
z8?NFdXA*@QF<>_!)xC|OGt3v!)2?-(s0f=A#ba)?f0L}(yYXn`N%U_~2>A$zHwvjL
zn+J6ZDRS7c=nXy((s}Zay_IXXum_G3FqqoF#=M}&t>Kv1#uB0`!Er$u5(4+IPLP&S
zTDQ^{^ZV<G;sUa_!Q}J$;V@<KFI$35@Ht)%E=Eaw%V$tl^tgeA%D0<})0ni4rsfC7
z$jva9i1ylh^x_h2Oz4>LoVX}xDyQ7L3t#b{P@YTrhB%uATIdBR2aH%ty5U5<Aji&t
z@zSrRm={&udi>s~XrB6B#vS9ONv2&3I4ve?5ito(yJ)6jiY6Y;QxJaDDY#7D{=xRz
zj1G9dOJdu&xULEj_MGJ$<{s_h4|SlkW_53Myi$TY!vlF=S#oi?Wk@aUSYq{cZNHg?
zZ4IGqXks5zUV!*2C*7@L(zZCExqMiBXOH~&>~Y38IWIEJA*U6k4VH-Fx}4E0HPnGI
zB9GGN#dPL8B){S_aZjyZ6VXr3q#LtRDp!FAZ_UBwtpNrnHulNP`e{=g3WO~I@!>TO
zIGdffw7K%tqkiLaH<#cL$o4s<#QxyktjwktH{?gFmux|n9t-j*ziVAKHz|kJ6>NY%
z>sgQ#sWI`qk3+V!RV>w9-w&d)2qD`c7YiO}k2jM3#QQip{W(!7%Itfi+%atq@Zzl>
zv|)H#%fR{~8vey>Qq%pNUGksUX6I<sHjs!5|20ILzH%Yi^EVO+Hz&*|X?h*{Rfd{`
zB(n2PMgKmIqJZ*?<ZZh-bIXOt*yQG?TvZM9V1#n1{4R2R@3s{{SU5~=Ly{r(o0Y2N
z`|j7WD~rHuq5-1pM6p_|b7AVJik$3C6Wg+qwWKM66?#fOUs6zvE~=Jw3Qbb%Q6=RM
zh7{+7XwMY(wo&t%6Rin{y1_}!Rgz2WANnx}?Rv;|b=lyv;n?9LY2ixEbvG|5f8eAb
zos);MUk=!ci?n*}=?L~XCje@RRzP<{QQwF=0%f5KE8d0u9}pS|pAhtUu$fkYb$-~M
ztv`=e3G=TmNr14?rV!7H_{*-aj(z6m)Bu<6m-qitSH}}2KHt9v;KYAtKr8oK^<30B
zCyYbNRhS1g!o-&Qu_hu~_WlHrbRidUfL}?dX>X$`H~?u;2m#tJfE4;)Uo0fa>pOPT
zYQ1zM;#Y#0zh>pr|9t9QqC!g??%_=TY#LisEvJzbd-^s2kHcSP<e6)Av4gtWg%MX9
zB!8f&w75A~<NBcx14<F)q?mU3uMhg90}z`3CeB#JqkdpeS9t3}ehxY_JR~>yia)P1
zaE_Sfyo^`DPnV?sfv-a>RJ6RRzf)44i3j(DhEasPK42qM(B#D>uhA<-GD^Q71CD~2
z-Agp?gd)C{&!TNg@z!M|XvG%sD(wk$!gvIg3^%xYc?Bj%5Ro6X_t<({hiZhr-jc;K
ztp0eRfByUtOGg`AhUEw+SIYXEF@(&?b^?6jfJ@+2g~c0sYo|Z__iwT2Vh~(U^u{TZ
zy{ak0`-|*RL>?a7o2{|6Pf6Jo(yN#fwW$A;D}+^=-MR8l{X2F-Q1vVuP91R3rt`&@
zBQ2;3MvYP@c=C=x5Z)}Ew94m>kBYBb+RM_tG;L0THzE%*kc=njPT$o!&+BGRR^@62
zW_RwcNt5K-izEXUPC=0(;h#ru3ceAmejC!0+z=vt+E+&b)FR*wZeQviNi-g*l)d;?
zsK!rGZdUFNfUef|Cq#?+)z?fV-j=$M8}4wuS-kTjQx*lGgN;AGb^;W9_Ke*V1&{w1
z_%$EkuHfGWQ9Opvs9z++;0GeWxC9{tSZ9kn5KGQjgNg7MsGGl$Vk<f;-Q95ydyv0|
z1^#2KfDkRVV*LNdGLv!$BQL)#5wr59LcHRB0_E;kEw=O4##t-4$5>Qtz78)nvVCX*
zC-_O%>vI?l#M9QqL$Z_u!iF^ET9I={hSi{&Cj?!qcTHexpscX{9sz2pf|gD9p&OY^
z<aX*R>+M9*?rL*(J9#p4f<W3vNq@OgaETrLkkxZmNk<WKf0LB-_ORRUO}m}~J!%=r
zkmNp(1gw*^RmU*AGV{4wfom}I^v?H3TfLQV5#pQeA`jaK-BbA0R!_Uovw9N{*krSb
z48}`;tD#!wVFUb+x0es=D<8UlIPfjUGhe^(_OlkwvL{<aqp*y<v1&W=1?P$-!JL%~
z$yfH5Sg62u!|OxrvUa6(9$iXM0RFCJb@nJTG!lC$x-y}K@mU8Tj7UqYap%hR8mwXg
zZeR@9;yciP+`zmMO2dF<>;EE^k_i@-F%%H&5UXt$i{B<5X=<EP7%*;eyd8RYkL(=;
zTOoUOraZe&{U@*n-#s<8iCsmq=&**aCjw2IThfk{k3NX1o*amerhr7`fhVtD&xiB7
zK~GoX^o=h)gcbJXmjpMjLpQ<rvvdO^-3ToE%f?L+sq%?go9}V|MW!VAiyk{U*-+!*
zkK+Liby<nRRyi}y0Okeg?rg<p`?30MxRpjL%&*`3!g9-!W-WI<Xg&dJ6>#yEFLkGQ
z=-Fq0!I8@Gck{)H!l$gerAY9AkK#UyOJuM$ou9H!9LwU#q;h^Xr&7o5@b)>Os_q*@
z;;_DlO_W!T`ybPpqMIaW`sZk@S3YV)F}0RQt#6G%zH|cvg$0G=f#Q9>cDmmdGRB=8
zP$zSug-m<w8(^n%pn)(JVB!S<42+xqHt}|Pdwu^-91tLu_P=E`f!DEHNg>^Dd3hAj
zE0<_81a7bk(b>|7n5wq9R?y&G)5Z2na{kQ7H!4No#gB)r%ZCeuhzs|d<q_l_AHE=d
z;E_mB+%VOhu4Zbh>`_;8`w7wVJCO-~Yv${0`@r@=!nvD<u;x$Mk4=kBPr?a0qmc`2
zpEE|<?;)NWp@ZK%WBPbDY{mwC79LB*;%a`_0wOsKR4;}S@pPvF$C!I~BonzW9FUeh
zYn>O&9~DA{%0U88m+Wwx9C`GCAM`XpMCcIxT<uKXYd<d$*X2rG<KeYGchp7CwdQX0
z#|g+TMTXe6zDor?vFS%%K^55_mBI$=bvrN_bsv2l=O_K^)*Lu(dVIZ=g}LsbmD0)X
z4=q1mxk%HG(%8*ecc=sIzPC7W?bfjn@=l}ZQVJ4LC=6gb{Z{^^+6eI4(g?C3(fIw%
zzyhY20u@U5Psnn(2MtmR#<N!v6%fu(-@}-tyH#gtNk!##kj7;rc|Gk`EBT#-)ISYE
z6y)di+Da$-EeTQq9#uSb$N+{hbCu41*v^C(D>Z4{OSVGW)<|ovOPQY0Lb@y#WTMt>
zeQ`P_Vrb+Ng**axcT7I66_n_(=Lv*_jy{9Z+S(hjRK}yS3o}(ra_C-0o^Km6q6vrH
zIulxWRhfP*#!)gJotp#?H@d<4__8`;q0yCikEq0>j2gk2g9@nprJsPC*?2l!@g3^)
zRJItpe(yiAOC%`6bw8^`@LI=eXdTF(jP?^#!ocWjI407XtLKTpu2nu}PcQBt*>KuP
zEKrt}MSdT(kRaKmN%a{7vXsUX`Q;>iPl}q9iLX<fpU;+Kt5OzI(to54*f&5<6Ayi>
z`@2vD;zAR<GH6(x?VX%H!@(IcV2UnG+I*ECE+8VL#h=SRY+I*=P|v@9!V%q~_*fjY
zYb@Cz$t(<8KLaS;5hB3nVPf4{2hZzXAxLWENXNbb;a8(w<28*YOY#pc=oj##sjH)<
zwE<r7?+^6LLNPe3+vx|n;y<_)zMaNK5f&ll63A!)-0fC^J1U*e`}OhP=uPb;P7Pir
z1STaZk<a^h0JX4v;j@KAF`NdTS?hD~!*?#B*k6AZQ~nM3+;ljcV>N|D`!yC#aZI%S
zuFCviaWhFip9%Ym*}x{{Kqw-G&WleT0q*SybphK|qG4@Gh}8v>>|T<m0t9Kw(K*#T
zEho2k=eak_2$q#98G~?w0!h`)uDg7xq65j^gQ3&XwD{{V*LT<Lv1x9<FBWo3I3|Jw
zG!sVu?ylNj2=8iu1R#)OxeAW0tgPH;k60Kpd(-~yyfb2`rT$^V?Bd@-yKx=@qySYB
z37(?+zguYtPU2p0CUrdSwr}wtO_C@NL%tV<YcVXK?qn<bv$5b?(B~ZnW~_de5`Oz@
z8^G6wIJOFbQOguGS%Sk`!Vf5|%S?JckBwEtn1g~7>pP@5BPL8G`m-{ff1YdFs$VF@
z=R7RC)M$h1HR^lNe=i~9kZE*$U6XUrP)2VPJS;1K8&q*a#{D%r?E-g!?>?9ySQ$fK
zX&dVFc>w$~ol8{*n$k&J5*F+ZqdSJiTj(tjzpPwC(-Bj{XY)0uGnYrm*&KQS{m?~J
zXdbwg&gHL2FEl^3#K;|6CE0A!H<siVoI1Ks9grZTZ50kN8ehJBN?+frl`dH;b@|A>
z#mCU_L_Q3;gBHom2!VRd0QKCM8%*>Tr6B36zY~MX4jAEJ$Srnyir%&2Z3vRm{F`yj
zK0>4X|JZxW@Hn<*OHhm!GfNg(ELkjznc0%X%*;%-#VlFOY%w!4Gc&8i%-AL0bMAZn
z`u23s%s2C6=KiYsGIv#FWX0YYu_D&m@|GSz*tvHFE*j-?-Skq=rz-ApUQpl$8eaV$
z0M(o0wc=TzKz~iL%XJV{4clg~UvBuxE|h>|&aZUt@}L(JM5>Cxb(GRX>s8B3@KdwO
zjIG~GH04>Xh~HJ5h#voE*$jcW3renjd8i>I-1QGsl3oO?3W6fg@}EFD1BbT79&O8n
zA7{zF6Uwb3mlk=-SK*~tJa`j$j8~m%+?o0x#jdPhb6IqSE<rdnh_B}Q2{Mz63!Jun
zXyD#Kcwok}(D^uob~r`99-7^<jfg5WB6``zC!N-|5!NGMAvZaSwoo`gdmC^bKrpD}
zl4+CMAedDygm`Nad^YFz`<XK?sCClsy+O4&0q|BTOx!<RMg)om?LkSv;8w}N*}}Yu
z=_Vk}%`xUqCJAW&6G#CiZI>L3a_LnBYaGp+DPiAJ3f9TkoS;a`F9zh$ygY#n)=A#(
z5&0?J?NTwdjyaqMhaVo-96Q~sv(HhXmqB9FqNA-OlJ|Y3^*%yk^(qa6z1zaIlDUvY
zhB0kqq6=hD-s9PGQhPp+Y*8LWNv)uoe`^_=XsKeJnF0g>`EzJ|)o`GfY5dc2Q-!k)
zSOLEs&f>qiVoJaOb!uwg*P*Tn@dltciGSg6m(G$%U;Ddm4os`0Cv^$-)~s0zi*m4r
zLTj=1-@-E1|KvUXvlEq9{tr))_%EKKg=HqKA;*}JUs0iKL^TzKQ8ciLvTG)f)^?kV
z6U^uxX&n}SE6%TbFT0!r6>a{Z9FwG!a0#0FUeO8TcRG3mwzJZ$zf?63+0lQo%uD7R
zQ)C&UAF~B+w;E1_4;sPWOX4e5wFOu18}puqfaquacZxThEyrlnwku^?&#_0l;Gf@V
zo;-ikJl9YqRb#d_n_QEp`|Q{Pr4RC%-@9t<bRNx&=cICw8(jAFmf0rtuq3hM%EC$I
z1>buw1$pAgJ>GSAR<Zth187K{7VB-+s}~mjRl-xCQjJwANl1W0s%i>PHz^4!qdDLw
zWP(=PtMDzRMMWht^eYTd=K|0EnFn{M5m!C#BSk*Qm&nlIu(;xpucA3oVxoPyn5M(7
z_B#@LpMljOw2cE15&k%IJPZR*pc0aZf2I5bI%j{QeAJMn@8Y|g-4~iZBX<C$zhYuz
z=|F1!4>*u4<?|ud*H6EWZ6f2^kQ;z7fD}&q!G|VOac{;KhIm!Cc^Q=>ns)djqi_no
znJ7ZdtC`}PBi1?{FHysq%eXY$F%HL!o*S`|2cs%nA}Dh6shSXnCr$8=O4q7zZy6c&
zwrcbWN$;TJZ}?TSPvc90sY@Nlp11UN^WkhvhI3dqrjJ24+WF5rOQ3j6s;zpwk^iOs
zgY&~Vq7YarPED_@zKu6wE*4i)pIt1S_A6Ba(m^x7s?Smd25+_go<7rbeQn*~NZ6B^
zr$(eD>apc@KH^jwvon@Q=hQbJPhR-C4zvCfs{#lF_UXI-LBc>iIxB&Ko6Ge!N6UuK
zKK)&og$IkY8vqdG1*$ShX0krvp8)}UFiUqCKHiS!hd-dRvZ5;`h)IZ^Uu=$e&N9!!
zf#kzwNH2dNHLpareR&W!nLs-KVxOmQsAJ5g1=u)xz|_U<{bR@XCINY#Vy8eVR7wG6
z`dg{K_4XqT{r(eC;m?PL#Q7GGc10YZ!qE;ejWPYyu40-^!TS5Ey5pN*EBk<X-CZPj
zxe5>lgfJxiEb?@mk4N~E)r3g0IJc!4+PQ6w`NOj(phTrAA3huMP}ZoU@(6J;HrW;h
zX=YbA{P5HpCSyaW2)%QwmsP<6ilv9A>v>@9jA}N^%^mFg6wx&~KlsJVbDQ1c3l*mb
zEny3$gF*@)L|=B?*?k`D!Nbj~=<Tz*atA{)v3wMd1sZ*=d+3KArf8JS%}wl3HMajr
z?Z?Qp0!9F+TM*1A%mE`+ctLW|=TEw`a)5Up1@rQJSe-j9J}(?rs<XUyhVx8`*Jj2t
zd4q_0CvE0${Zp24SK#)%PuQ$R;0vV_A@4(qI;&A>0(p-PKKBB>0_i%(CA0VzkP?ZS
z4%r7VvAXI-^K&~wBJhw-n*j$ai4;VT&@NR0Qh4v0_sAT=kyP=U{OE`C9pDwDgMJwG
zYC9dxmQX|&PRnr#WR7n7=uiPCcH_wf8}3lK`(P*W+G&=#V)iBK0F)(Rd_d<#dB32(
z`Vx?Om<Rq5!fW39VXdcIpB(bA?M3~&YjQm1N$YWjS6x5f&7;f7Dam-3KzRNMsT}kd
zAZrvZ^4kyJy@x!eoD+Q(30uID7ILA~^D0{CyvKwd%a{*>DcPO18o057(XU8wq_j2(
z2Y<JbsMhwd(kBNGdg?^wHhvFLz?DcWkr0~FmcBj?Y{4avi_WjbuRB+&fki-I1(7!0
z5)bEu`HzYlkWfOEM;}(4TYM&Gtqo23_IuGea2$$>rgdi`;nJ#08aE>6NEldkvSM-P
z8yInM;^W2Nf00QuPPEjv+m}*J@SMNx6gFGmZDy*JSOV~-Ek(77q`3P0lf!7;6c)#t
z<i<`<ei4n-hZ5*((ohiO$!aqGGJx$bNp?qj_7D0XD0!v8au$vwywKni+FcF?u<BD8
z;6%z~_cWtj?eaj{>vM#ymcm-{nvVdW!iWGq3RbgMO+SrO>#;%u_a-Y*)1A*4=Lr*#
z#}QQ#EI%^yEO|3`oU!EpDQA2qcjisgfGNRKdr3}*C(kQajIgZD;wyi|>631!vw#~J
zpy2S$BYf(i@GFez?iFA0_;2{(@AUArb~AO)SSOrgA5y1+O}_#(2~Of;Gti8fB~AA@
z5@582fOi_4odG$&pRL`~hvDx^kG@CN|3qd62y#Qz*uN<~S>}h4Vb2|iVO`Hg%KFl+
zC|bylc(?xuN1BbruY+FMzP(wst<DT|d9J&#Kf}|2V$*iMg@y1`@qC!%W}t?BoUANm
zgo7byOWUZaBwE;C1!X1}sC=gma+O|_#JL^iT)AgNN@&lf!T0;D*O;ADWia;mS{D)#
z2<$|NI@p~gyrqfecQ5_=ww_Zq(coy`-|nOq%XccT^?dfHp6SA~C?fPQD~nd^$^Qe2
zhvIDMsbDmcz=)0ly5DTe#xk%oaK8{fX&6r)3)1ol$hg%fFC;%o1DQ$|b7uf=<s;hX
ztTh?$ba3XDL6P79#^#Crr6L^_#aIqz`Uy9d6S`5cjxoUG8&i>Hw}Q#wPr1iYdoXj4
zLnBzHQ$OG~)%Naufe3R-D>FfhA`3j2@qnG0)#+W;vs9xVF5n}b)ywhR<u6NIu&ynj
zuIJeD=sQm{2gOMOSh5!FQDACfV=+%Tm%%OtTU&DTSP7gj-Sw7RL4o!oO7Z!uzu&)V
z1tZc}?P8yE+O0l!BJ0JmfZ8n{@vAASFqU5{Rg~@3GvsA52infn-CY|ln62nTDb#SY
zkMmKx57)@WI5;6aO=pfcm0+n##&w`<!>Iz%NV|IEw~D8Z$yEy|y{r%(qrd$0=+Uy<
z((F?`HA<vpx81inGIDc_&=eMsbvFGmKaIfeFOo9iLw(b;B)0QAXSlPfX%l8i#{;X-
zuG*Hs%Fa$0P)_F1=;1A!Sa)GIHdUQ7pRd*fXIvim6!)t|Ui{S%^c20-2JhHwt6Wt`
z-rtCPOsm6IV<MwyDV)o3sSm5c<!{2Fs(ARFJ!~wM)8GLihm~2KPt`cB;c{VawtYD)
zEt5Xf<%t9+4$0a(6+|cO@dmZc?Ho!gLe70I0BD&}y4IX*Z4fOBBduP}%*iL<Sl!Yn
zPT)B?3I7eR#n=UfVL6@V5_JsP@ezF$752Smle=6Cm>SCcN6m&!`n_oLBP>=EHnM5A
z5`BhT-gb<eL&6zmSUnmcHtOg231ea$u-T%5Mu+ip>uR|&oCjGy#E1N>l_D{G+Ruxf
z7KYmpb2NGY$0y7Sh}R7W6Rj?A2C^|eXCkmotlN@xFG3ng7OX|wqObVXM+gZy;@;Oc
zeOr*u-(OmexI}0FsiWBs!);Nno%+TA2Ns~kgS^Ju277N}>!=^Y&8BiG%hlibsRHvO
z9<XjxHekWDlO{iPA-Oic!GZNXZFe}}7XL_2yNd@aJ;>jzoxq?dZ2nI+!}dSTX2N&u
zsEy!vimtzMB$bS>@K}yQmLuw^^_v1nF2d*WFq1!89?ka9pUmjy<}~bwwbGYNLly2%
zeO+O*1#<4gaCby3WoGg(w#ruHN#~K{V~`gL#{e^CXh${-m$49b8PW~)JbF~07b#Ep
z`ngc@=*<Q@e`Da#itm1<oR7%={D)*`L;?2f8ut!%0%>-@rE)24waBMdg(An}w>($f
zcc7Z4p2+$lVb;@bMP7*8`Lj!ms^g$SL57KGwt#;vH3!rp4ff2KUiTk0m>-(YJ(3VV
zF}S)I{eN5|P31VfmXSqN#|5dA=LfHH<y8kch9k`rHh0?FrQ)FX24gQVCs{L0wg1$v
zZe9Lr_l1jvIh7`7zE{#P{-1O^l|vNXCX5H#!DH3Nk{N^WZy|!w!s{t)q+as|-mgdC
z>TyPT`x8aV3*eTbIC9?p?@?i9H-hOWz|bbR{Q|S`^9^SyT*`Ae8aZqCw4bJ^4d}#?
zx=^!}L`?PS9<uI9+^6lyDKTFlO)GIL*75#BPV~F{3lSg}?0vUbVA%!U#|#VStxL0G
zRxz-t1S2M)*68!&l)PF(?@a>pdzTl$o~Eeba85hIL4-t}cNbVF{iBQd4<g<F%jrwx
z|0;d?-_nx-sD?LLsxcNHtB<leKxnH0Lz#!6xe7-b6<`-&)4p1HI52xxA&&+Mb3*VO
zU42d+{@#SoVGFX}SgV;-(?hB1L*&w{$I*2|5bN_$x4jTiD!xzle6nCZ=1UmQ`s;00
zbGCb%lHSZ|SLZWB<sq<9cMvGtLgV%cQG3x`#M9G0AleJ?3F88G$k73=dO8jkPDHjd
z!9h`p8LllRp?}FjHuEsAfGQ3yPmO=1CSfBZHQLJYYo2mnKTQ~_6OK6<?rNxcP&Eqe
zTpDIrwUb-0GHXxcx7*Z&q9D~|M|k-><$U!YY~78tzu~=yaEK1uT`%;Fjq@9aQZ?3u
zFr2>PxnPl8)B%2_pLBc8^KjH-9+P*OXf+@+CCoowZ<LaHlp+mG8{HG}dNT74FNIND
zDo1V&Q7>AIS{Ll97Y7d8L6p4H4|C`p8QdzGzA2n{9v~cBl!%??O(>rjoB<^eC8kZ9
zR@o+#wws+o5{pmy->|y@G<1&o@R!9$@3NPj*AYi@tWBjV2g2q(OBUI6)D(uj*2xPY
z`m?UTTe&qr1PWFrnxkPdrRS#EI)3jeK10*;QOhP*WygCj`|dsJR>7x8tbS=zRQ~#2
zxp{5<t<8Z)V!C<|y6?+0x}LxPQX$KtN@6jV#|I$x>X*3))_ojXL|~UJ*XF<)PQS88
z!xs&PdRzNe;JSpdKLd?<owu<)iHvr`uhG#M_8WcyK7vl8?q^`&kwx?yA05f_^Onl^
zvoZO)W_DZUCvw}h85>@tFVz$?4j8|Oy~=0r<jO_K_=GO>o5F6i@Lqs|g)>G#y-;TX
ze~#~$@Jul#?w6NU%wc;h4@s_Jr1GfmQdNN4)R@4JvpYc4(UAa%bMNl%u5fdRsrc-?
zIBIEIAD5raoHPu8|1juEBYiKqoU~d@_yH(lG_Bdut{jK{!5M0H%mz!>`4`kXPn5Z}
zk6&wJ;QG^2pq0=3>I(%$XFWVt=>4G0e=NTqZKJv5U|dw*f2<6)paDdZ$h=;KemR#z
zB;8L7Biko<I`LA&OBt9cvHZFZ6dU_pgcZ3$va$cfB3I!2QW}2DgJ*P;8`N7B*>3#W
z3>3v{;DmL#1@8mjRL`bh*W2C@1y-?Yyjla4<g=CSL=)kAY{jP=c>oyt<8I#0t41<_
zz=A_Zs?OE5XR$Xc5`I=7$EvE{<Gw$4w@9$SN2NZtl<3FO=P@J6cNG{dzDtcss?*24
zUoi7CV%9LsPfkz@Ob9fT5qhQkcl%Ac*sO^M%g_A8rwy_vZ05L07<F2uvqt#!cw*%d
z-?B2&4Fep_Caxk>c3DJI&%&1QKlr;umKVgVdM^qPou@!snMo$t$zG@xie9>XC)~1}
zghC=}L*aqt*X9tvZ_NUd`?9*{sZ^b<sFEv@p`}#UF81$&84XImOwg=kj*r`*N7_ML
zzssO5Z(ETgxtFTEP@eYOS@t}5Sc72?_hkxeNrHUqcZ%CL5WZW}7x69!Ydwdhb-B(}
z*7jN@#7z`~RQ<0)oBV*|Zlt_gU>hQZ%IrOOIiEM*RZty$$LUoh7QDFmk1y>{4$AJB
zDn6G~TD%aP^DVNO8I-V%u)0*Ys!Z@o`j~ZnI;s9BqSrRp-fn+Yj+iWrVfy@A?|xp?
ztJ53q2${-ACu|-xjIk@8E5XLjvA+KNt?Nqgwk>L8&9&F=ihs$vO93n~_>2kgxsK!>
ztfVvXs#gI<0)HGn!y6~1Bu8aRf9(YVE&1Qgmg}rJ#*aAt*<T`Jf!d^>ZMqb&$9Dgu
zT;)0$iHSaUa-$X(A5Rlmo|lf`OVD^YETF-JK2pGoN?wQGh>7MNX$xnZ%-@*Qyc6j@
zU2Nh-R(MJ$YP>|N8Yr7hVx2FPU6RZHw)rx+w7A_kmnYV_fcb}<mm)2v{SOIH!saH`
zZeSG%R@Ji=N^hyLQtIh?$$?pf+9s2dJX7k+6yG{<sXL>^5(ZM{G7)uI_qkqqdcnIG
zGTeQI*5sttzf_;uJi#b6wK;H?LTx>7z$CuQA^vHs+mobX)bcWc4r3G6rD~J_b^VT+
z=9-uwD%#;GxRys!dk)63BkGqFln(J?#4S7wjpp9|w_YcuT;MhEDNLdA;3|7fr7QTN
znk2`wF`OMs@x1EAI#%<*u-n;gvve&5B&Py-p^QSE;4AYAn(AC8^T0hA)h$(SUnOLo
zIAYcU@Vjg)1h9SVRCw$#eLr1hh>tg7b1@C=0A>mkYRrlAKGnNK^cZp~CHOI^CTsK9
z)vcuqKr)RX;w(nvKBs8yiJ{C}qo+na9N8^xu+_F_PUi{Q(L?{?XRn$)^hG7Oc+M3h
zRhF^j^1NPc78dr$J2vf4fN$<+BYNX`5WCVIB3GO|b?`w=hv6UviPgM0ro3qTQFTdP
z7&Vvo4u;Z$L)>Gr+sOvDnlt<?)IFa&YlCF&B;g)591{%c5yvjro+}+28w>UREhjEw
z3^8GGe^O)hB+I7&x4cPqInZ^jOSqKBqg68QhV5uvP+i@9D6xM9dIK!j1aXheYB}6L
zb}x2aQ);;N9x+O)v6hA|oJ19!{~(oTd{?}^F;pEC>NHA}nk}r{`T?+*xLcoy@OKxt
zZjkLYoA+DK85hVsVK{~SG(p7#>D#X5xRfY9z)%*`%1rVf3ZR+G+(o-l$tl9mI|lW^
z_(D(nJ8}jIQ#`KhNYap!OlmO#O8ltHjQm=dZ!7RhxoBO4WV-}YXmd~cx{+@$KUPZm
zrqd1c49v{-iF#gS5wo83bEvCn+@s%E1NniwqWg15Yau{<D1?t!*$lak?Z!v~KfHXB
znXL7voka$GTx8ZF>jGo3W89<A9XJgd)k?~m!64NyE1;j-(9ECdot$K%{Q$q;*S~2-
zWWu`^klE7qxYbvl0a@mLaXb-f^5*jefQ$DPrT4;n;=Y#w7mOlX0gb3LKMFn1FLUx<
z;zgcLQhH)W7{a2Ejf{og42&%V@;kDGTN0)^I-C`H-N({_96A{{2+1t@Pd^jpcx&h;
zS|{?F(;Hn}oSm0jR}@Xkj-G9-n_SLDQV*Vu_f{OnQx~oJW<PH)IbW>^@FtDL`lpL9
zTy}x4VmVu@Ctav~#DQf^1Fx~|Tapc2mttloog%PmO|Rg`iuY3+i$4&o{0_U#Jj|UQ
z5)zV8T!c8o&dl7uu5m;)m=-H4<TC4Lq3^AL$gbtQL$;o9uf4f<skP2P9@kYOd}Z}p
zcU-S1sL_0s!*2(tF%Ki1Zg`C~p=N>aJ2-?s%0`jR#X&DApTR8Zk#~Fjou+}8k<o1J
zDcjWGoZ-cthYz2Ry`0f*@NnAZ0Y%99U0L$&ez#2`BIt$pesa<^EbNzYt&inTSn1ss
zCO<POT3WMO-mc_A>`Ca->Mq&WWZUbHBsEM`{X4g`4+V!Ej0xBC=4>q|PE!lM+n9qA
zaV}dFQ{NFbJJ!~9s58Q~_bUv3p{ofSTQ_vt9=Sj~`u;GEh6;DIoFgTYOz&}}O<eHO
z@33d+&GO^;0Xkjog$eybCLTa95}+Z&LOah670%<{Z!&53N;t(f2S*TX(n*KZDq4&!
z%OUky%QR5I$;qjNKs2v9ojDnv>k#u;`*UM8$-1c)aDQ=T^?5ujwnTvF_Ld8Q7%&`6
znOZ}A4xXfWQk5BI>pmF0NxKR632pj?Ppa}Pw_%LdD37V4T?3~4z1VmUjOog6nmXnH
zkKIM+zG&WXoQBgI5Se`KvZnw+phhc|&)cOR`13g%f7tN=M|XG>M?)^UhB=+wu<2X+
z?XZWv*|`z~LGQS{tUY9P1y_5$=OoQH#t;>ld)^=rRj;%8-0)|7vbECyR!#T;QzQse
zre8JCDIBl#>c(DXR30<hHpY6{bJORCSyMKWhqOQ1P4^6TXgC%Z=jVkq@Sv@p2pafN
zaI2+cCr5?|Q)=2hGGB)!I_D8a*A%I^BIG9mG9%h}Lo5$i*}u53RuF`uXNs4f2Zr$N
zXeWgBA0|DyY`_&(U56w5OjcRniy*Rk`0AZiU}Db;Kh-=d_<4HdzV*m><2TOdlN(x}
z*k2^;g`NFzt1uH^PRgf8qHiAdpmNrw;349td4tHN9L@L~DyF!LxHSr06t6<YoRS1S
zV~_iFX!SV|SMVGK_w#*|3Z-~Wq4VUfc0vx(J!>Io7!~9wVTGqmHA<xap&FEJEP63w
zvV3Q9rp{8>O3}~pQtO5p#bm(3z?__bXQEm&zZ*ZEG2?to%plH2xZW;mN3oNZ{|&1Q
zN@CO-Z^?thZq9tkL)?$PM!NgQ`XL+RJp1w|g7Xs%w3SJTbhLbSQ=guG1|@2O8jyZV
zY}~-CXB2yD2m`Hwh^kA<{M@MYdTFfTyIyqGFP>j%rb@Y$bXqfBW51m`GBdyW@-J+1
zd(AgQXLLilUkCcn+2#dOd4MHD`zLEiiTwIiTRGPxp{Es(Re5xNsEcw$%Gq+UIC4M=
z*jc!y+XL>)Cm5YJ&W>YtBW~p9)}=@NagUyU+`z+f@j_Qp%>a7axi}azj@HF)Ia+ay
z&rF>+6oFXB!$oQCmx4-GaP>kPcC7Qp07YGR0zr;qvBn@i9HF`$BC9(`#;dknDA&cd
zg_U$j<73^@2eu$&^S&n2W?e^{?WB^6mBLQ1mrbvU*R`#ZjVqU#qlZb0{7TMYMy-!c
zuD==ZrZU!;T)Hwm_?RNb*&`Tq0m1%zNfs=7wJ(oqYO<2cN&7mS#1cDm5sbm4{&yY+
zFt5&NR13B%>V|BOqUp9=J<E>W?ii>xQ?;J}EtIMYqMO@JA{d)GFT6yMP*>#*AfR|)
z&nQ>7bxfpuR@5PJ!m;1AIm^Y6z7e^>Ho51V^`U-TyVFpS+E<y`**!tXvv`#F2J^*d
zFq;k_7a?l}3*CCZ?*azxQRD9ZTmB~$sVDj#Wk{9p_v&On$T3WS2i~|BOXeFmpM=YN
zmi=$T*QRTe5aURiG4YjaGerqwMYBCuE~(FymcvOc<+gL-W5X^O`Wbov)y3z8+GB^M
z0((x&JSvjTB^E;+h(cmpBnU?(FW^QKn^F5E8f?by3b~Vjiv5Yj4mVT!w_7b+!kFJJ
z7sny<MgweH6fpbJ{Oq#@8Xl{-%Nr#D+#ED}AEreRY-hm0ZvXn8w!7WD@73IO*@m{5
zW&_Q8sd`NVKRyf+Z=`}`#EgaZILWRq9jTc3RpVZ6lq52<YguoBfFj#Qf)w)JQM+Ur
z1J8o#S4-Ne2oa`YI0PJILvfgcf_i{874iZ#a@L<N6+6`kH55K`gtF{tIgBxC?Fa-I
zBHPOP%1Ho3wzvwcPn?RYJJb-|Y*j{Z@<VYqenUbW!|vxlI$D%_oefJtnz&ht3~ta)
zMY)V}b~{Ex<HQJbaDwuZr(p#jr2=n6=@^&^>rST{lSv}Ixo-|8as_2(%Hecr>uoCo
z14im@B?kGAYH^`8Rshg+LPK#VPyodJFGp>%G6x`FQqKjSIvWLT(hIcvH)w=9e@D8n
zb&*{C?b2Oai?VHezsj!<V;>RR=2MxavD~6aa3E6AHk78^q8r8vfw%RL_W$pO@8wH@
zK*RX@dO(QZG^#ejvmVW9V<D$}{r;E3NMo^fD8R!kpiRi!9L#AyttBMDja@E;#B{3V
zlAI+wyg~<r7%{*ZSsOYy+8gOvy}z^3H-}^9BxWRjf5XJe$j;9C_hA;+zYcSA6EjE~
zS(`YT60@)Yk0}x}D7)DLRUN*`>6;rFI1)1`Iq5t8IU-@DX97H-YGw!=%ntkp25}=Z
z6H`ZGc1A{G1|b_u8+#>NJp&^+24N#-GXo<rdp$Q|1_^6NBYRsLOFc&;Vn=%?;1>v*
zIXcK2*$dfN+1gkeSvwMQ5HpCHSptUvU*E?G8yVOb8WHpI!u@57E9l7t6DSA>NLS`-
zp$V*95WilBFDN+F2W&>&f4}+nP58Gb{CgJsdlvkA7W{h_{CgJse`FS%`GJ~Arw#m%
z0o|V{?LDCT{F#&EpWz(yzX<18{x61eO#e>@b5CzR=wSgJFfgDXe%*U)|H8)iOaBwJ
zvj5XU_J3g^$3HBTC1xgO5O@zDt>2@}zrs&NF~R?JT<QN+BM9#+_G>KXAYAj<^wKO{
zu28EZRkKtb#%f+ovPNu;1#Z>iET%wpY^>qPG1-{(6ucMp_pQ+4HVJ{2RyvsPQ|_H}
z&`*km@+vMzA3yQdxC(r_7OB7Z5^G4IW}ad+?s@gH{$K;hz{&Qj6>Keg!pJ7?W^)+)
zeYrAeFx0{Ia6p2atAI=UTZJcPbPUy7kf!XVU4t)5j!~8J)bdQ#rV)?UUW)v36}nBO
zW`=wNP1vv6e6=PRDxg!2sQw5n6hA<Q4CXnzW0x%;JOFF?o>eS%yf>2*p0+qn5XBYJ
z)w42?;cmkjQNBYi25)6XS>*bo#hhgF7=e&SV_>708+$`8yL|Q4vY*pH(HKFW(}&u2
zMcN+7bO>z)_+ZWrG2e35T7PNi^|Iwj{Br~0*R=3MPY73b+ag24ROkSrb~Uryru#Id
zxaaDPdcU{6ZzK2z$689I*zOWvI@in2YxZq|#1&b-qyfhs_^J)V^4Ld7iV(_yM1r?#
zml9xdb`)GE&8DKY449lKlT%!xKkp{M1y*(BbhO*^P+bR+zi8A~r{RAam|*@$uV2Yg
zpX$CD=zlE93rT2~WS#Obrd_8wg_!^4QI6VJ@?8I{w&`@_lRf<XsHp5r#5cde?@8id
z-6q7t;ck<1eknB@G{^<GboyThGi4M%iAjWPsZ*lGqnhOc2?zF!_%2$bKdZ;Hsa?a9
zBSyQDoqnC9X_X2ZRX}OE)KK>d5-EVEQ(r?bgd8blVV~k|483g^qz#8hWZ>fI>D6Jq
zJuT2KkLNFbpgN|yW%<&vrE9XlJMV(&(S#A~X-zD-JU$#WK(GpC-X4T&MXmb+8G@@;
z7T8us8_CwkJ&bb&Dbsq{x6ac#RZ)FNP4UR(zN5{9^o-d+_^r2zaKYB=lV1iH-o1vH
zO^dpDdh4{2og%Jm&0N8<JEqoGh`7VCF>*%%q0yFty<lyk1X-VlOf0LoG>_NAiM(lY
z1GgCi5v=>-Bn=!c=F`eeqHdo6)$TKYz7KEot#n@0UgT*Byb1KNAGM<BC3U3MC5fbT
z8XlWRqdacOK4UqMUt&(rmR8iyCw}9kwn-q0-@ZhAP;i_3N_82;O<u60RblBeKAK{a
zS8sp4`zhP$$pP?fOKnn9jstxCB@tvabb%fGYT#SW_PJU1y8hY+E?BFx*!jXB{{?g@
zo1{}SrYo)WPGLsEuqf0Of>c;pNF>-5ulOI$x+$H>`=ba~o79igyKH<UZItN6vvSGm
zjruemU7M6~FuY!x5_pF@4T=*^y-aE$gLKwxZgw#}E=tFwO-T-Ifo)c*++*GWrf)i~
zcV1_9{kXz3n3DtBgzNz>yWnT2X&!=BiKBIVmk({ERgxZe9CvM5pVoBv>ebmV2=QD)
zO|M2(jxz2vN=K14e17bIe<jMy@cjBO7OeM`=+A=1$j<rqlEwV@lBEI6f`x<x^&E^0
ziCNwcDiUk`J&5J+{QN&9;;fASx7W4OXdWqW0px)7(8*7**kq<~(U2mvr#oRH(lvw7
zi9sSkaON(Jslic^+x8@n;K!CV$X4h#3_)y|@%mZ*#4w%f#1LQ~H&a`M6e01TodJt3
zCVa+Fwn-sn2`eB&7}Epv{fm2ZY*#Fs{z#-j`qBy(?zFLLc~OLO-ak6(waLBbWgm~c
z4l?cRm@DkrP*{5j1HFxGw2KRU8O6URmlqmsp;rDr43O}Yq-B*(yCSvg$V5VA=fuK)
z-AS!p>{WurK3as>fJ1$9KpeNF=V<9rqoZ~Ukw6I@BMS1(QjYQ84MMM0edCCeavGXu
z)27Q%S^P$NR=^a29-|8*BnpA5pI;~T02W--W^;@gLJ_K9#2WuQ{-&uA=cAPBj9Rq+
z4rfyTMY<hQO_ejl&&h-`l~#z4vHa_Ls>5j@z<poN3yWpaz`H{`PO8hWLmY@k1(#pu
zo9dW}s<t6@@b}*;O6FKLIH9=2;%~f+)Y2^6Gu&_GA3@1n%r^c<=lJt?zB>mq2jf5g
z_RoJg%zx(_@4oP#e1rAxLI2q|-k<b9kmi2{n6#=6TTk<&ua2u~)+)w*<VsHfbcSF?
z>H0x*p{7`8&wLGuiSOIwdmuaIPMwK3k*2|L(~C4(=X5x2EEl^+jO?J>h5MDI$V8FF
zf*UsT%VJ^X9PKpge!}(}OGno%?KzRCe~87~Mq<5gVwPl7FK!w2v#%X}rn)b6ci@3a
zY1VIQaQq^TL^F59S%!OMk|>E!WLR(}sN*EAg5W4J(BQ$?nq44C$cPJ>--!{@;jlM;
zR`Xksk$3VdCbIgW6G{Zvo6AI@$APpmtPIX?9UmV~4WhZ3t!a+SmXFIZ>lrhX|IE#E
z=npneyV1|~MPU<;j!JJv6e184P^I<Z0pDp*LBwaJ(D0+K|1@1@UqHO07<C3gUZ}4h
z;!id|2Y)3^@S%cn%YSNEaj1+mqK6^)!oxvny#*iXF;6YZ`!k9tDLF5!zvpN4P9D7)
zZ4$AV0T6P~E^*#zS$Ttuxbcyr-RdCYpzyckaW2NotHs&n;UhIYFRt!>qRSH3(h?Q>
zp%SzS(52u5ZT{LrPL=OaGt8Ls0p@{mj`)Id9asReVmL&8Y|M&@5V$~APC;?p(~5~7
zQNx1X#>`>aL__rOq-J@5n1|sjxTYQ*a7Z<M6Wz2*E&lD)C^dRYXln^Afn}U~woQq8
zLx|lez1`V9MLI?C1Qge%-l2XZ^<O_M8`<}?UhxeQ=~}%`8<#XX+2mor{XmYF+@UU0
zJ$dX>^q+|Coqa7>m8$wqz7h~IkkQK1?t{(UZa)(ta7&=z@jA|0=kvrhU5=fqHv(Ux
z>pr84`px3JEU9YmcU=HLBjtNvUSPb9MRSQB>-yX%=1W!K(Ub8*1pzdTutbtR_WtHR
z)kHzfwe=A8<H|m!RX`;rCEpBceGFW<I(1wIlDK;L6mE=V3E_mIYf@I8DXtiH`|K6S
zlN;#)?_ugPk4m|R=2^ufLgE5=t={mtF^+LAhj8BbGfW;MVK<CO7tBrR8tviwGT#-3
z<*BVno|U-rK{Y{?A!vX6*06eKKeSH#E9j8m?)JZ!kbg(Z?Ef(#S(*NtkneNt9|)-Y
zAGlLq&;A{w{A=1N8adcF*&7%+5VQUjUJKa(0Zwa2;DPtq3Y?iTMuuj3f;O&j8t=<E
z8`EcEcFxaQ?`Y;<knEpNzOM)GKP7K(W1wW@NDN#D<b_3nKW*d+#9aSCt-$d0&#Ta1
zuM)&s|2Z-ze*d_T0~7I|Ckh-dFK|%+Udx}u%F0YYRQ1p0C@ZrNGrb%4j_fM46Eppt
z7ASKPGylV?_mBP!_i}T?0e_W+nDreXRs>%4f4=a40UERZp978A{{u8;0p=P12^@y|
z2RQs6FfuXgKOU8T1_AA20Aj`lMz)SldX_*?T1L;of|&I$8~-b!4EMi*C?B`NCMxx(
zF}QO(0K6QoTJJ`^7_LTJ+#CS1#?3;M%*i8ZBV;uI3I$Bt&$8&YpCv4NoxevD7}%!J
zVY-6qVOB17>Hb8(gc?S`O!=nHk_i<mL#vN6aVT=A!T_eO>nHL9#P7!Yt;j)AOzbcp
z&$N!WchfPA>+Lb4Nav;a(4|PSfJ@fJG4(Wvo&9X-1vX;3Ku){CHmkZicI-L<9|?uf
zZcxb44OE;E?t3`C;H4i|dRGkx7Z-0xv@Q2#e)e`wJ)dOvaH-%o@ip;NR}cHwYWS}j
zLLBs3O{voaLLl<C(qrE4^g1l=FRe;9SjTy7^k9dm79n{Uf!}?%Rad&p;04ju9;IBI
z9%>>YEzz5JDjqYJe^?{Uunp1ec&+iKo{C$o+U-m$Ki)DXj3?oy`U7tFTb0y>tC9fI
za?=`hL}nIe8%A`?t(RgpNKa)vI|d8|vS~ZIK7IJl_rv2|qzO=vfHeB@?bv!KV>WYs
zmOX)(rk78wp&hyr9x(VE1VjWx#@H+Przjr#;_0i$e7Q(1jzW<jh{Tc<d~xs*FO$l)
zqvXN+H!pLCUnm(V<tThl9<BhKUF73i)|FxjsyPMQIqz3&4&mq_pJT^YhXfcaZ~~h~
z@aUwI)$O=G?Z0gGIYEmR3l`p5X>{-<i16saA>3rZoY-~pY+^z}lw}8NdfC674tLwX
z%_$^K9{v(Aeh|UT<#CYSdfuGc4MJ}{>r&j(<KPbfl|_OH`wat`uG|^tsqi@p*y37j
zm`Tr&IeT$H2={J^9|(674-AW>An>dh74WPsm0O9@i3C#FFvuqbVaW6t`GgO&{_Q1_
z30R5L^1dCOMfQctaH>?#-APZ2YMMocgT=!R5D@5Gyb%7@e3G*hCj#}**5KJ$@+mzp
zQ{IOV`GG4R_*Wx$Ls`}fZVO2mO~%uA@8KgqMQkCjp!#*?48ud5g76M&bvxT+v{xH@
zkJkCm&YoE<?Oc}WG?||S(x|A?zuj-=#aZyG?}pabgpvj8qo!|ZeB43I)gcpd?U@c0
zy1s_7oss|bfmXDfL%1~e-r8;eoVLBz80*r5c8zg``HI2h&0c>tdrm1Bnxp-&q>~}_
zljG)Qy(C&<m(JEeJLRFC+`2|(o2v@Z{tPlUXwEsh5S`!#ihdXADQ4gb#>2)^JM38e
z?O3eyc(ij^v@MmQtLhXun1iUDFASpUHId04!-3wNgzxam_T@6W+|g@8|Ma+k3f9k#
z^_#VF!3-_g0zMuO-Z<&JB|e#2it%2qvDpl+c59dA$y<k%yIJ~s-R;UH>_~5&U#jd6
zH-YNyoZjQ?{b#T1+b%v=E*`dXu26Cd9u;gP=Z))EG*dn&-R<Abw~)MSUW$w-%a<)E
zf<D+sHlSa^Pz5Ob+`q*26b(;lnp9=pf2my8;xxYXBY*4nXm_hU)avL(Y4%wTT#oZb
z@LS|Qk|K{>tBQe^Bjmpr>P3(a_j$OI3wAHK2$HJhzH{Ia^!4c3C5T^FpxV8aSnL@u
z({$0|y_@o1XxCb#AUU_rgC75imdGr@%57327lAs@@M?+rJV+)X?fMAG*&?qE11~|J
zfz&Q_xm=X5)97AW4DND8rR>SQdnf+b+=&LUr~3$3<$SS|B&U<KL>-s*yjY=hV?~!?
zq<Us*A+E(^cPlyT*B3c|mY=#x{@g6Vmsj-b2=48T)f|x1z4v<0?$E?VNbtHhud_r|
z3~T`!W(K>B(SGVa_IKiNwpoWooW|hItH@>4O3%vl2Vg8~JcIakUOb_-S*@_`EqdL)
zwVf_9j6U~*%j?wOsFZnFAmM^lPrlCgj+(vnt^3Y$yQb!<aw?)>hrc`@Rk!b)6WRQJ
zyZDK<3CPR*HRv_Ld*&k9_+zSePOMy0hZ;uu2JN%o<PLiV19^d0v<@=%Z@L4~7km7!
zJCBSKe1^^YdlyC1>1`OCtDgOs%fX1LPOX47s)x~(<AieUC$#R^=LXN+rCl1epSDP+
zLsTtF2M4Igqv3?PV#tZr?XG*-*S)FN^*9G|a=e!gtbU6aPmXI-=Hb>&$9}Khzuoz^
zY%ZP%`CN%II<*#W1G)=@@`)F>wg|=B#o^uD;|V*p+wPWk7psZ1tlY4+86n-9n)Z`k
zJ&%{E-}c5L+pjx0?6_NBM+x`pBd20jX*>xA1NtbueOo;nx}ItwG0iS~BvaB~e$)qY
zA0^R27>!%?iWTF}-&Fuz>0<0&0~s684^2P>WkSE$J19MUyUxnZkH41{NEkzQ0Izc|
z$V~{qha%Mch+N;K&k9l`JXn?4{yOM#Pj?n!h4gkCT-I~Bd6&*(>7gb`mq1_p+MPG1
zqiG4e@3T`TY*ZYILj`Il&7=p=ex3cUav6OQV33F;;~(5G1kw}oj!agcznR1#Ump8J
z&`>czQ|RCH9~sb5r)lkDNj8XSI>!-`OlUlWADQSh(V`_<%=3+FwmBczt8kWW(tn0b
z)1<o#b$}k0WzhyBA|bj~QSsN`x~wb6u%Iv0K~6M2xU<)JHb0en<-F_l325J)abp5g
zQu46hytEpKUJ^)=AK=-lTE6bTJ>gm!D-j_lf<NVsk+(R5k_%e>&f{t1dLtJo1L<*4
z1PbcsC(UamS%hr===c<zljW6_b5p`{^|?NZP^8t8FZfYwIG*<6w4^{Ygv$y3arStZ
z+JHgzV>MHPvLN4w8;IF2r=OZ7!GI>+;=c(W@3+a904|5BuiT*hqKy%fc63Aw5A57g
zgX5jCabo3aqI7n!5`xRlOV(feLd#3nzK)ZI^xu%Z4AaaDyvCwIL(#jxwo9|{HaR|5
zQcw$T+G0iM09TT**=~{M+P6>TtgRi)b>&r6)D(OSktT9e(_Y@u0UMp4u7j>!7{<w2
zA&hUr+Q&5;`;eH>r|Wz$Iiz3ubjp)%@3g+kp``aEPbzZ_mp|#!g}6@0c<?JDyYxp8
z=sa&>*<lhwTxz(D7F~n?j&U8kwtC7*D0#c=yT0*oe%s#WD_Zl{^7zG@N8_Oa!E&pT
z%V*~}-{zjz78KL!^*FeniBPteV^<JSCc`$HE|LF5krhi{ryG5$QvuaFI%<gNLh;5Q
z$GHY@Ik8B`OU(GJ_Uw5$Lv>j(&Cte&v*s@+SxYq3zojFE?7G#D*1!l`v}4zJ_2c4`
z=Bf9M3I=~1<S!UpH#p;Q#nZds=f~QJF=@<hhDD3{#RmsXXYHXW&e-17?<~Kkrj4AH
zKNrY}tn&w~FLYJgRzHN>JZ$`+>tFT=jU;BIB=WBL`lz_o?o%rBcr^F+AaesVlH5`0
zlyZkb7Fod8w#$@PaqjZGb)t;h!XI}zkxzN}QpJ+)4$~X$OD#`>#Kfw?KI23B!0_hY
zy*)k(;)nAldUM54?q<Jpnboe%vd;$y>Dy5qAO9H^!$tl@y!(PKhj0wwJoDw3S_9rr
z0$F0J{h>B*lfUKWaJdTAR(-Bc1y(XQmqu`9!f-Ta+EE~}W{!@<??aa2m(~%R8uJ#G
z5O?QIca1h&Fd=vA#Ps`kF_5ip=E<S7h?qCMJbRJ)@t!oXUs8(s=04dP+T`a2nG}7k
z%>9uWjnwoI`<**8m)yA=JSUWB2;r4htj)x>*@c^pU#nk@Pth1`Tq)<^y!;O$Pd)vo
zhE_?5Aae3<XfSfI$4y7k4~Cg@z+&&?1M|e{grjYCc84{#B){+0P$vj##}Y<&mhI-G
z$meVCwq?sV(x<&n7XW>)ccv;dsRY~4t-CSj${rJX4bD!Rvs8MfA2r>v$6ApwR(fsU
zYAGeNC)S!uJgilB!=Ew%srTG2u}m5K6QtDRm-Bi#@9jp)wu_mlKyCNh%kw%S`o#OY
za+!zW;8>pn^%nExc$?Qfll9k=@>@b4+U%VR2Fp~R8&Pr_CnHdDu;vmX1~0cb(_gc7
zli(ho>U>1lUv?v(Ob3<7Bbn(!`E>;uQ2aJ!)4Z(*Ltghs0w*Ozb2PL!14`riot~nH
zdW$3K2aDh!epR%1lS4p2`B5hQ5IcF@)+yMy{CQ{BKTg)~Go_&Q;05z~-&`K|iw{Rl
zgF-@S?$qXs)1m8)#;5BfRt0fE2{X4{OrBr412_K9MYA?O&Q!yZ#cErO9HCM9`P<22
z)sCrLU+ZNJ0pD&?xW8yB(yY(TITs(;B!86Hu9FA<l<NCkuxWzNXN}ntK^o9$K&Pk{
zOIG{3Oj_XVKLgQsu;$63IbI99n_E@*s8?udwqd(^(ambjt>bQCQtfIA>-J04ahlXf
zDVg;^&ksc<8S?Qd({ngo^JZsYaW$-i`(;aWfcV1yfR7u|2=?yWfHZKp<fIf=FeSK_
zm9-XgNQqarj*XSQesB~2t!^)WPK8h^+UCax3FfbpxO3gIi`l=h%=YTh-6)1+xpVp3
zQ`41>);;n2mm1|t(k~o3waaG4_KyAai%$fMe)rc8+(Zal<M`CD?UpM$d~KEF``Oq+
z%$UK;^qr^x{L6Tobs&+6)5k_`L0ML2?U#WO(cJbVm=RLAbTIAwbODh2t9y2WwPyCI
zkn_FzA@V{?iVtzcqr=nShLqNmwYcL-1?Hp(iOQGOD_n*TJvN@#ALDOcC$~(z>%Bo?
z?Y~eyaMcVdKG1wQO4dk;Xw>N>B`VHpB57{%RuMRqP5a2*Z`ETJP56;<3SIj|qRmaJ
zQMnCvo>H#1(i4_^C1*dseG9WW>MW?EYzMDc$L$_NFT;&oYw*ez!B6eAPnBMCXp5i5
zeN%taj_PR>Pv@Y>XM9&tHir!7BwCpwMdI<efiaL-D|G#uVD>l6!A3&sWImxi%7r9U
zNb@<!Cv6t|`iWoz4n%@4mtr}To_8l9d_E_XN0E>`Vtj75Id`wR$Hi#8j~g$w>Ftk;
znG7!gUAk98*eMUzz(@k#7Kha@*QYndcTE+5CMqPpszOekU#(Tp4~_n}k^G#gNf-;E
zpY=$L>8oIV!H$?pkjh1)OU2)$hRIUJYA-4VN?|+0x-B?Zu-Z3P29xJ4UsnhZK0x|y
zF3D0X=s2ghc}$<RzI?Aa7a8Q-3(xVe+fLE(f;RE2#sb**SfK_N?YOxrfwX!qiq?D?
zIazPGjkSeu@%RP^s)<9=vHeh)4Awmi9f>bdPG46`Ll{k1yr+Q6ju;=%wO-RtcgM6#
zTHHNTeeCVx+UQ0G8NY~2`l?E}*{blcf)IFLy|4L;5Y7O$O!Hx^ajcls*t)m!O8g6=
zEq1C~5C^>5l;|Ms$XGzFpFyciGuAJ@&z>bo<e8TD0YXgTk0*OnvncW9SwI9oTDrlm
z41|j0!H&5P(O56Cf!B<9mJ*LI{iBK9&iBK)*l_p;!5UxYXG%FyO@qMCZf5r@2)}%K
zFOCOPY1^4i!td{6>x7&N=cW_t2)Jw8n!Il)OD&uy6dK7R)N<pNH8iyY6q$HsW=-je
zQySVRJd#)(UnylgFn=Yas8Q-fWUpK?9Y-|wYcEd!RGmhMjEnTV!bratTf3Q8-02I~
zWktzv&n%Hk4?9WM(dPBsG04sFT$w^BtCUt<Ou>t+ybPfwpxI`89t|Hb6M$k(kbYa|
zd!0N_ScC9OV&gksDxuphC?R5<WcD1nq!gv~c3x3rAs&yg;}1~G8?rf$ZM<ITKh`rw
z3gjacOW0=Hvh&L;AHbpYIBqqU{Hml2s_WLv3yA=;Lb@Fv<5owg(eVM9#3-^=(F;gz
zEou;=IvtEfc*Q|Cl4N~;Z85&;f5MwRKv_g59O%A~l1~8de0jP%UT!tGyB&QsDo6Yp
z*=j4{y?0raWj`#LN~?AD?Wde3nwxR7KaXLf%o&1D54SzXlx74A`$;82+*x~-Ba$_{
zWnEl~4o*KbPJpZ*=(%Q)Av}_j&Nt5wZ$oH)IyTzARAexzFIP4{YHSDPe6B5A;j%+7
z&5J0Ge0mTU&?-k=Ir73eLCf>Qpdy_F8mP_*;jI1M1{CM&GBYPe?%kFJkqoF8)VNh$
z8@x3yXIr+Oq02o1Da(D_?LI1tO@KGgJ-OLS{M%aMQ~MnQB|;C&PRejfJa9A&Y|18=
zX&G$+nDJm@#t`o2YPS$&<4C6J9;fWyNLqQcC1oq`kv0BJe=A6^nG?X?QeTInN-M~s
z!RadF_pZ<3CrKaI>4lO$zJ$*zDI1v!C5aXli0?XU`{1!J`*C~FlgsU>3hBnnz6M@l
zRmt6U6n=5JXGTdN!vUj0Np(ydJ%xeNoAM5Xbn|6i_5$uMg&#9GC}xtl4(T%k*!bKB
z=Mqy`%$QuFf;(aNQ}G~Z-g4t^l$W<6R>pln%hZXZ1Vi?gvrT%2WEf|aL~%N9`v;xp
z2IS}D;h0JgbWrGiTA7)I#-kQp+Gcgcx%5H{-gSH~uZ>YHqSu5F*r$&(1+g^00zo@a
z+4^1g2V(;hJ{p{z7D#GL^i91CgmwNXXbFx+uqRy?LIT5ct3HlqcjG)&15qjpc%3tt
z-FD4kb3FbPZS3Kc^GQe8kETI6uYVVR&h27IX<PMmt5<TmTB`l++T$Q}@opVYg<n_s
zGB>cGT}0w-Q01BdjeXv}J6|#>h?by$<#m5A`Pn!fRH7<pimmW?t~C%93*5?8SO!mC
z=A0NAJ9T+^xfds$q2)zz?{X&;i&Ce}JXSLY<uaV19WtqiK<stfpEa_r;&Bq7YPC?8
z(BGxSvA50_U+c41$;`V_k&}L4x%ft}9)skPCf<WMiv0m>OOC}-)J2<ju9i;|FLZwV
zQ*1yp63HWPf*N%Op42gr!{^;lOpdb5k7AsO{(LUJd-iyj!GUtMJTcjZXJLa>nxtu+
z9@#uJy{lQ_`yHR|X}`7lpt#%E5|e^*&&uCqp~gHb&?D-jlk+(-SqyuYX@Y)b&ei0Y
z><Y-{C>nI+s%>`bnixwjw~LRE<vP?M6W}bw&h2Ui;ieJ|Z||eYo}4=BQ?!!VaoM9Q
zZ40P^<!iw0LR)ambyr}sJ{=u`H(rl(&yohB7kAAw4xc*v?f%CaDxTPUWfsjLZD8Jd
zMU$4{lP;w-<m{*|m0PV3VO;B@<21@ks9H=?mvkr&KTWiL2R2nhF@nZDw+lbdCVWSi
zt!c@N9!j8o9Y%(bP86y@7`VjCtKidB55okdbcxIMfj&huMZ8C%ZKSnX<(Jb7+u?*2
z(OD$HjesAEBfaATfb=QW&*Y_U5JH@m#GYCaCi491`08r?#q;2*Jp~#pmdod0+5u}k
zmn$|yd!HkgH;sGU?w0x289c*y;D<;W7JPfOV*Jyk@}E6|&CdQ2LwVr(JU%FD*r;!I
z*!N1wdNyb#=dUdz1hO+vQOZO2r=wRSoUT=Jm_jQqS9WgR(93KNau4T?7IO^&N_mWD
z)(2C(v%ABK@Gv85a<`sUMo%hddqo&WsX0Wu1`Lvq5^?90s1NRdwR6~Vlor~{8|%xu
z+xv*<AA#Q;C{Sxd0~BQ}ZOSwJph`WD_g*$1zx^sfox`)>tO3RRRLa>|+Ip<z!{MwC
zeb_be&^(}$xGjfemN`>X-%nO}Z#xgguWOrthD}HS0Yy?pFY|=9EDd4I`1RS@*k-qG
zG*_$83ryPy$IDf@ETwKVkbQ(`c<G>%lyYpfRGEky9#@i2;cL6>%-r@uGam%vm7m9G
zhktu-)f!)k`{^A3iM82E5S)92%o5*<aBRF;ixfK2^A1AsY0xtl*$cUx7#$3ZIbQt(
z$#}`{6*iYwP5UdrSSD9(7RjV`Bo`}+$k!DW^tueDTNZSqCq!i$b2>c9cr#OQoQhA=
zBFhofMooCMD7KA=dZh}@9u3O8-Q}_*V$wpoYhEuIW4XZ{;-fw#ylpQhHi2Xk_zmbX
z^mn-eQe@Bt<cAt|3=2{sjM1``f*3J|_9FI4$f72mu;NB`)B7Jxwh5z%bXeks$x<l>
zH(&r$B(_*Nqj+*tz7g~0RqkCu$aWfJ;L#bs@$P5@gB_^}JHW#bk+G+YD^SEFA<|&r
zop@ez^k|c%oF4s&_~ZB)Dqhxot{lu}e)60=ML6TXaI`p!4M*IBA9+_9E~%P~P{kKS
zB_f4i1-LKj>siMNfUwQP@5{LbBc)X~*OBbxV0!dXG8w1N^mSR)#l^{7lcO@3HwKLJ
z%^)wg2e1yOSTqt$Z6_LRIc{xkodP*(d0geGQqvb^lmvy>7=Yz=NWVr7^&*^)W;+t#
z#f{_ADzqNFtTA<?wI%e@xlJ8SoOu^SZFF;M6>r<0=e%laYAWi2V%$xcsiRq3#7a7j
zHE{XyMy$=p1$38|&)LryiT)c?-y9uT@U)#wY}?MpPByk}XOfL=Y_iG5wrv|5+qP|I
zW9!Sl_`Tn$f9A~T+f%o1P1RHN)a}0U>3T?TIRbjWE#Y*D4}ZQ`kunJowwOK^A3a^?
zA8A~3HNznZfF0Rb>Bbwl1CYc#yAI90pj>W6%xYe~qtF|#M6{Z#wWv0>%6p&ABu+^l
z*fli`9VN*yR`BAk3F&=mVj4n<QCEjG+NA3;L~2bDHHEh-p9F?FX}mlP9H3tb+_W(9
zp*OofznbxneR$1Mrsch#<|nhPtcUM8CSf^6>o^K{?T+?E8-`v^QEI@@OY0+d*ZUiH
zE4gZB^FTg{9QLQxnnw|<viqW7vwR=H=;aF-SuwnsQp8pay96N-!Q7&h9AuF+MJA8`
z<&G?EoQG6U-Qhunv$KswNvD0n)8kkojr7;)eSB{7<Hm~7tja`S<7wTj%?8U#pwpQp
zgBM2yErlWx50QXE1S85SpS7O3y$F$TeD$@iw#{gm374CNshPlunfx&B0Etv>>by*X
z5X#Qx(4+~80yJ(>UjiIb$z4k!n-xkc9R!U!-66z+M;;Ru4JX28fQ*u?{95lhgD}};
z)~Rjea_jx=JxpWs#1z)z&Pskb26I4Ytr2IQLLPF&SpN7?j&ha7gZ9|o^H}7LfLx`?
zg_~D_ZZ))<z)7pWY>#=czo4$?2i2rzgBRGSSX3K5qz!46ERa&;y6xZ)i&7y=atb6^
zV3dgANWK6xw|B}c${z9WDqhKRe^+hm>E8WWk_Tqg3&~=~@U_}anE2ZQ?y0M(ar@?V
z9dWn9xz0(NfZJpQ)-)H5I;ZKogS3b<?QBbk+P4BKeFLPq@<+LZAcozGKE%6lw2@U0
zOR+RDXkH+r)@^vUf~&JM>f{w!02=nN6QJ+lyRUCHeiP;2;sjNcWB+0m6CfqGd#f%d
zhWoGeANmb&q-#gRCjDSkuksCl*!vt$Y(mcFj~UIYC51DwTsOSmL<yGR-ahg@KW%#I
zH5Xqy9%&Hg15c_*6@H20q}Fo0+f2NA(Qak2nhhG0z90Lqo-W?P0(eUY6bpk3TfENq
zapGIjC6yNQZO8%s+!#M5%!G76z2+~dVE<SSyp}k`mnxcV^TA?7ZWeDFt(D07Pw-Aa
zm`FFR9kAF~6?3=`B7zHgKch%z<Dxx%l_+}3KfPYo)l$39pY7rtf7d=ygc9X27s5p3
zrgR(YQjYA#`kcpu^wqf6b}ku^;ONchGQd;rDflJj)UxsD?Vsn6<xq<{!h`k%*OkU>
zg|{J=qeMXU@e;DKjacT}*7p$hV<TJCj#vWCqhdlB&7nP{CovP@RVBa_Pj4XNz_M9C
z=Tt;AG&J6$mx{V-T~_`+WLljqMz1`*v;|{!wc0#<vY#F>^1XC@K5G<h<btV^!`@UR
zgmzPtwEJ@@<q6o7gEggg@=51iTo9!d=Gt8vPjInLx;CgD5Hp$E#5y=DR2c8sA&I-?
z+aR?-%Ds>Xcus~B990>CA0{)l`n=Iac5gc_uEWX$)hFZkL(Y+!@C%3<jkBnA9wJ82
zW`=TXX@cl+KSRUSRdc@=YQmbSG>Ivm{1nbhlXn|i%;Bhg@ic~zb+yH}boKFzQ6F&l
zJS!J?nKKLi7`YYsJb%trxX}Kc{`pi4XMdJ1;KqM(d%LG2;DfcJOK8?yG`!ORMS4|p
z<$sJ6G``j{_Z*=5&>J^8YBH9jR;B%?)6z_Zj0X6f=9>?tGLIx~gVAf4qlLMgiq)Ka
z&F;<jF-bxc_3CQw#d+;O(iBCCv8F#_59;)3{JudJQ1aXr1w!j43dMIJF>bnJ^4VQ4
z!vXh3?S;#?!{F61N4RNcQN%p!TdO~T;A8Rx+*@^0E(M+R%It>Q*o?etXpp&Bg0Tn*
z1t!7YDdlb<rTb`*V%phuiR0~T%5X$4L<sziC&MttVh7a9)zvO|H&<~}RVn34l&8z#
zsx;Yt^&{`wPoM7LD=6p6lRQ@IU$&udIR0#7-+tB`vb;S?b;43lLoG)8!dg2}<#<0d
zn@M=80w{_r|HPv5n!PWkeeIue$-6v$C($VDm#fsMqf>gGrHP0%LZpS*TppEk4w;{l
z66D`)EH6j4dL(2LALZbozBrc5Xi)p}Pm|>lvzQKExd~bs@xmxmYCqA8I#z|VypQjw
z;}uP-RN4Vm(&**q+raA&D*B(#kpo@nH~J&_yZ2%y3eA!zPP%wU<R(98P{c`sHTYEY
zKYG`6nq(z>CFh#NQM{WS;osuRqrUVq^L2q<XZZ#F7GD-cqF!V9d<R1Y3Chw;a?4S+
zOQ<E}Kr*<8n5L@6POzYX%VDvJTI@8FCw6=Iy$Qca`IyEHI#`DOm1wC-wkv6^&2o^j
z(QdWTV_^`1s7m`*|KLqYpj%Iru~Z0~rcEZ$57YXHbiNIx#ElwG|1vGQ0%TM{Hl@>R
z0M^)Qn_RU7I*lJ4maol&iux!H4B{I(T(;r>ksiAR@hS0RyjSVn@2cNTIeb$ergW26
z|Lw(gP=tVNxQI&?+I8SEPpjJLjmTu*vSkmEb4`)WB~rsA7sy?Ur5W<+RSn#6LjC-q
zW)6w9pEJY(vXdycnEUbsb*{hIRmJiU;yF7Xqi?-gE%uC_#MTd!nkoM@N7!cjpSBb#
z9owy*-2dg>)cp>58LKd^)zIz;qs$Y7+Zuvp4X%Yo59z};S;3b&=_KJR*8n+)XK|2m
zq-jNFN2_^T+JFIZaRjQVzk-H_NpEod;S67%t36^e+Hf$YTF@o`O(h_N#ik-Ps#!-}
zZaZfO6W>B{dJY*o_}&1ulvWfds8{wWi4Ua1rr3cpmu2=fRFS0Az9X$x8WDel%rAw@
zqUvTdZ-8JpDc|0sN)3r0)B<pf?2AW~K#5SPS8rY3KEL@2GNDhP`Z7bB0OGovb9;;)
zpWgI~aZpg;X^hp~mF7)I0r8PW0mZ!s6!fxkY!siEVFG#?b~PbQ;p`kB(t<-XYi@T}
z*OK%ADvc_y<7bCULjA*11B)&8BTpIc>ovJW0elX~rld-PcZ4xUh*fCAjuF8+aCPJw
zDCFNKI;0dYD(bt$Osd+ImB-6a6Qx4mWK8B--t96ce@+!;_F<<7!dt$s9jIQXcC|eu
z3H+M9OJ0l9c$!IT_XGQon)5mGw37yg_M059g#957DDDcoN2hD|;I^`K*8|e?m7VAp
zrsK(O;NMGBbh5>6bowYZ3hsyC(mEvb1<nNdCbB0IGo6pzz~pn<H+Mf16(Ak^>3JW(
ziE8ksM<;&vUtfwG@x8@+<QJpmBLl8P+e>7@k|27a?UuU`<vvr?g7K_M(yF<CFSd>F
znDvJQveP4^$4t8XxluuOSinBTfRxt^3@Pb7R;8@u2Dvo6%oviOtFW;U62k*-1Rz6K
zr*l~Mx6|Kootl?`D)9vLIY@aA9;}56aHqDuMAnuw1IQ*`am0b@qDkY3-?J)GZ?@FC
z$mzXt$(Rg?>a~ZRkjCU!>N3Gy_dpq^<S!`Mr01W7>DeXnmwLbetUvXzp~()whUmcd
zxYg^yGY8r;BmXSS#r$C&voxZwO`|y0Aq=iIog_ww5t{u8oUEbBV4rq_|0zMY24@qz
zD2K<=8>;K%$6Q&IR19@ww6wC~VR^t9ZC!zVUCHRxc<GiMn528T?Bsej=GX1jY<uP_
zVm@mE^={vs!^#>ehcHTkX80>$oI!I1p#WeLrm77k?SIJ5W-Uw@{JjZSW@UE(zKz5J
zmX5E=0m^h;_i!Gai@r2L$lR-y?^mA0%mz^5-K}wZL00eNEuOO?rE`HeiJhx_d+u(#
zG{}0{wo+g;2|hE(N{X)LyHExs+b%n(qG+7gTTtZ$<FWmGs2ivc#b(*tCoo!xff=L8
zR8R!2)V(w78^?3R;%F$u!^i@6pi8Z%3q~`c8oRS{%{NgNQxUO^^we8o1_)}-1<|76
z0BDpvv5=7tf7jbgCPRd_QQ5~8*>O}2U>|z%9uKM!H=brz*=5w-Gl=}U6+JN2Ib$XM
z<c9rRQe?%OlF({s=y&h%Z^=7$RTf+4$(5yKiiea`Pg0T9n-rOe(!{s5uqa4|&f9J8
zJ3!ja%;fGFI04n`S%x!X<m!u#Ib9}UfSCm#f+38kolQpl(kn1njAkPlAS;?^<VT$P
zJwu3THD#`wvl@}r(LX{>mUdkRO~nL^n5ImgDXPJjT=~us*+hM-p373Er*SeApj2qq
zSCh#4VN`2!lNI=cdU=(|stKTmd_>nHgv^;mb3#-c;iy}sS0jW~5MGYU3>lyq?v^t@
zRuqENG<>n-MS-en#NBoD^pn}-$Xl~4)f+lXD5})dRMDCCUaZ0cS#4>88PND{Nc=*F
zjIA^iL!)2h?koZ%L2Wx%l)0d!)o*hza!;)bz&E{;$>$4}KK!bLnRdR}9S_(VfkWQ)
zM>%Wi!lX5ih_<Wi&K$!A0pTCaxzpt&E+9DqMP*501Ty%#vD$&}5#M4!wuT|~)XRev
zSigZ&5(HFmMz!GxEJBW{NMgIxJmrsw_RGY}u>~eL_}*~=3Mg<I(ronTNd}!_0nGcP
zywLki)V^Yfg3P=JXx-@UNqi6QpDFi?pWkO+=7&@aw!Xi^OqFcmJ&)I4{u&mG&d5>c
zW>n}fUa8~T30hqRV^7>B+@?6DlD;dZ|1)QJ(TCYPZ}q6!8=gG6{4sDGuHM6j_n5a@
z)08;qVLl!t3x^MDrzM^=Rvs;x#l6xyHOJ~bYc&&(^To<kRrrQxjz{?D=>&$)Ds;5x
z8CZNKPWrKb%ug_TCY7XzyBm&=J!}u;I&iQ|{hS@1G~tzKZ&Lo2U;zd#E0aN`;`tHQ
zAPb%-B@?g=@+8w1G%7W}?Zj!$#vWuYz&SzsG=kv1Uf-2ln2Q^7lVH!@?nuAB(anft
zlMxxg#0g9@69AMK=YlTxUoNUosr;4B7Yg2Pl@v%GdX_s1YgDL)$8JHDiJrx(u4CnW
z%Ne`Hsz${AqdYv8<sN#@_B#eXr9Uh%4S<XVy;tp`*IY=L`TE<iZyF)S(~E;5g<Vl3
zp$4>`Q|T2Xj>Rq|BNQ}RVU4IT=hP!$wp%J4S)wKMA>%3iT$CfQxbQ$&Z$WEI#q6PD
zANP}SDX;nuqtD&T0UVZB7Y2CI3vgq1bYeoTj4O<P6E)9Q?M%ZgW;CiW?1mM%TqMH0
z?=jpxB*Du-<&8?4nS^!*iI72_e1Gm&r*2U$mhIPxI#sq&0bEv-_wW;q3k(h<;@`yP
zRVL!q{hUy;`go{?czaq5w?gr|%BRAWSrs{-Zbd19sl#J3+H8eX#?zrfjc}}lSG*~k
zxtE#KRJJlzG2^am#ms#^1`DFA5E5^V;4#)_FDo=F0|c^lw??qJ?ZK|VZT{sS;)-y(
zi{{tgKRhoK)diLLCQ?|3rnPs^(3w5MY;4}$4LVD#sVzf~3#(6EAkc0Rp!_FjLLV!f
z7ITtNH8L4GZ1zuhQvx{?sc>-h7vLWHW%)$%m03L-?c!LJ;LvLjm|7buGCJ12XBj^G
z#fwj^iNesTi9`5?f4?@ohyV$*Qq3GN();^dU5)gyc$lou{bcH~5dJyUAfe`0*sh4D
zt`!(CXo<9c1?a7`?iMWYL|$O5K~aqn=4}zTBuaP)5H49$7R$})Z3L8{H)Pkk%ngg~
zKms~^=YXXfiQi`P8nn9&7*v9$vI3`B!K*bWGK0Ehi5~BtEJ&HKf1GS$++S&C;SIt^
z@4`=lWbaC~(qe1%P{SJJj2X?AgsY+?4oTLLU<E0pd^w_R!PJ^>0)Th~ZW7r^N#j69
z5X!PXzY0Q)Ko~M6`)}H&eVGGNvPA`LCrB#?2yMutT`V|Yul{GQ5M4KIrCpCt;XY6E
zGE?;0>T8Ov9ex!1ZOV6)ivz)$oI>~7bJ>ma@_20K{pMO;!{kV`eKoTK@YvUHF(i%?
z8v=NYDopVx^=3#vekE}S=A}VLJG%AvpSakhwl>PRRC3KZ<gxn;K6}UV2G$#fc^&zQ
zBF0eeq%A=}Cz!t-u*GY-#~*_SPZ&+e`>xEP8F_}p`*#CvP`$%L>aVV3GFs4fdj0L=
z)Jbn-v|9hVQ=@Y$FKH4_YX(R2B_^4bg`soomg~;My-4wEyS;J!wM4gMIJjfuoYHMB
zyFXv}oZ9`UH~Y%Bj@Caf>;Hb`cJD`+Pba8Q3@Ft5frK{+<56*@gknk6TOqN92rd)X
z=D!Fg#|gHsTG@b>dQMIaot;%m-hgBY=uV$N;_uw?SjjUlXt*A(1`OXAf@1p9%&Gz;
zvISUN-zzTl?S8(`(JT01uDHMJ))O-g#V216_+p&7VoD^d%!vVRZf4B&^avOhZXzRH
zl+-~;duTk24QLrrb?K&@%4W6_y?!)|Xx2X1dB4bO1YZyQxsQB$cCvWo^?rk14>iy2
zkvNMc5|Ce9EbJJ$p|0B-I;a?VwyEH8@RKfcen~Yo9Naj*G<OG$2#o9)K8J9UdIAzG
zhjU}z4Ac)!o$6e_pyh4Cq#lZ+iwXIm{Pv?o(fejF3>Fp#fQVMvAE>v-0xxohl_G%a
zwe+~Bf7*#6`i>1tASULU4d>*6Nr(zD1lAJqGM*oTymKP`F+8)!6&0lLySq85nx*qK
z?{0IdQ}dm7a_iTln4EJ}M!7OAufrX6L|M&u%YC(U36!4!5(Ih#%Za?w2(Sxr>x^Uh
zK^&NkO@R-LqYbq06B8~(yo`o#fmE^?f$c%v%Y$C|C-Vo(rL<g}BWCW%!b5mJI`!jF
zOTbow&l}=7SFAbwA;LCzLX6FyiW>Zbto21$_8Y&ydxeeI4PYa^VxWdgY2Wx2CT@sQ
z|3)1k=f$6L(@?|pd8PgPd5T=NgbO-B0hK*=>!hD!>=P#568nNpqHf@`%XJp233Sfy
z<90bgbma`0_4epP38>fMEV=9(n&98`I-!nwD%_jExnVQ-X}WHGO<X1FG~&D^=<|bs
zy`2<+H*6YBOreae5*mF+*Lz9Xc$Wehn^4BHNIr-2FJV%4EpXxvqP&=1lhx+K5`XTf
zI#p=M(py%iChf-K?4<hkUG(K6Xb&Q1!6uyoAw$}*sj5q`)@!EW4l1?pNA*zgf*N1C
zRi;DHs+a5MYl)lF)^$pDrm44U8JA_vsMy5|CEqjE@yo4d!VSjm+{}ZoCMF0a*u#y7
zHU6>;ziF-)e>?5gMhukiH~oHEsw>-qVp?nJb|yX`BXl|9#al3Ec5jp<SDyiLhhpcp
z`bhYz)W?%5?%q$`lW9$F*tu#Frg(8AuY<xH4T(8sB^PfDU&h3}zjDs+zfdVK`teaA
zU5?39->rAc6bK8bArvVlKpz@8osr@6o;JF??s(Q7|1!{zh`?Q6%GV9uNN~tfU_;gz
zE@roP%6Q~<=H3+3Y|?l*W7Q(fR(oe$MqZN9)^p&4`i7S3s;I;_?|P$<@(P0xy5ula
ziwC{F;%498FCbjv{E+eKjt-&_Xiwu09G%bNYBBqaeTPE2<go{ru>Vx@N|#||WCxt)
zp+FQP&R=MClk#$Q7tc?XusZ}o?w|m!O2AqS0-zNP#)zu;C<$}Dk2j>FC1tmER19=<
zrU>WMyxGCUPpU4%yH?O`rt=9dPVx)DN~%W7YipU^srykHySk3c6+RjotK{j|-41B8
zX6Nm#1=e$G+>@vsc2IhSgM#frNho>UBsvKRa2+rZd_%?adHH(D;xzF6bVwE5ojrVi
zM=3~AOGBPMs6_m>6`+tSGzK#N93bJ&qR6GiDG{n>^L@^!1<433jy4CK50ikNsuYkZ
zLCw-x{OU&ri0`17V+9{SeCt*cQDRZdfdYV;4if-&63WGQ7$1&r1aq)4QNB9Y_wvOB
zo1oZn|9R-BDZVHL3xLzu#=Czph@iudLx{3Q`+vh9eC8giDVY!u5Lljet5JLHcE<U1
z=`NQJa1`MQA;Jg6|Mgry9zPx5%WOCwKiGFI`^y7=4*!`47jN*6l+Gp=ZkA~J)M@fT
z#zrLbM(yL<r4tU2SobUDQVf8OW-venB_P`Ho`*hu$PpJ&#Q_b!3ejn8$Mxm;9sM<r
zJg_+t6DtfFg>WNFhIE?NOAvURoHS07XMc+Pgfcm`p5Hl^U-H$V&yLH@-^%xIlK;A=
zN3qxGCU9{&A(Sk_*+5TGS@Kt>)yOm~22Mx)X0CFXj4f2aTT*j7<GJsVWafNZqBpy5
zY52StDM~>=_V=1J<a>HOeINx8g-}>wNTrtIOReK4WB@mRMbD1n@%=&8pWsdkrblR`
z7J?B)H0+J6%inzd-RCP<kmoPCWM3uD{}M%1-?f<zfhTTh;bN!<0st`+Qm5L<_j#1*
z|A>1H@-)o2zgpH$TW9e9l@|yAx9<toK!usIgy8?kc8{<i6%&%W$7##Vf37~pg1(FE
zF367+Rd~3PrOLZ@Rsi<|aisiJ>{>Tmq&%WJLs*!Kj=wc?7gRbSDAX$1hmh|=6+@A^
zQDXesYT0BqVM?uux4QA;&XXJPzw(F%5Cf+~yZI?H!q6<i4UDlaCERB;XV(Pd#EkHy
zg~#9*GvL^7Gzyn8<C?<E<L9x-k(xw3rcn#Y4%H+dISr>R`}xk94y}I0CsS)xN|v)P
za8aN7v`10TnmZd7xf&Vc93-a6fg_6BT+ihn2I(zu5zsK2ivJwBkt#Y`$P1+`ZnE|$
zI$cOE?Fc?UWfsfg0JUbFh@O6~lv-^JK#WDsr&890O^pfhmE=HD@WEB!Tz(^Eyb@hk
zG(t3UREidJlA$kpb@|V7{)Gh$fDih5(<c-oLzGHG$w5jeY@Ug@#?xyqyI@iqVXaVe
zt5oym#XBoaS&9l=LXV)-J0SUK4rM;9PRFms4@hfDvH<-HjGbL$|1#v2`hn%hn{pCn
zgiVWVL?HBc9QVtCTK8r}Z9hYL#tcE%Hl#(wF;9soBSLF-ND9)N2S6tGQn@EMv-Ie)
zq(Tc>K<sIk)=V8Bpe>AibvgFnNfo4Ei|cAukUN^Vq78+((`-jFsiR+$qLQFIg0NVj
zN6SjYc!eilH>rXsn6*>jIs0LJhh<XYqdpf=lBt5u5(9^PQ5ztnqWPBU7m^XVT~v+t
zFg#n9{lDhq4E~oK5C~3r(Ku}PW^GM!@n`Jv%(N}~rN?>Nx}kMnFrG?QmJH1SN0wnz
zMtlRaK7J4r+&9$yLN~vME(m)6t+1OLUivW&QB5;rM0e06;T+Z%=EriLFb?K$&`f0A
zrg~J>OT5shl|xIcx<W>@moYD9{K83&EzU+wq&ozvwjrBVB|0TnTpl@^J@=cmZk~OA
z=d3(f7Gr#oHF!gSIC)81bqRC<GLVg0gd)N!RglTNl{Q{#Fh7*Rbeei8E)l6Hz}$Ug
zau$<C3S&kV6HUOwJ0-I1oZ-9D%9k6M3Dr$AhsswTsS!Zl={|bH=#Gn#aQHoTm0Kc<
zUFVvLcvJCJk_*~5Gma6e=MnyHB&p_}uS<hb5DfBN-lF?2d=yhxVfO!LFA(6cFz_#3
zT-<8qNWUyN(C$-YIY_^qFhL^Vr>u<RWDmfH3na=1^14fK=87l;Pp^#dlJ7HJ@#|4C
zt%NKXoAOcx&H&`7u<OQpY4B&UhZLb@7d3pDF=p&gGi#FZ7o=X8pZt6yi0|vYEGgxF
zASwSNbcev$uy&(JbD>#R+plet6Ug7#Fh%-MTe!seZf><I&dkt-<?V)JshHrw^TkrB
zSXQyOR7_;ADRVYXH7NaSR0FRwtb1vT!eVSSBw6PZ3Pn@bGu)_Sn@0nd4xEu`<3}LF
zVjxZ7G1C!7lC5{ObTiPfCvWQ5#*N^%wb=ShY5`Pup7w(X!pGnN*5H&9^^(|IJFy87
z$3Fkx!cYRV0ewLP=cBs9G=w*;dJM$`1muz0ijQVSPK1)I_m?S_Qgc?F#7vIa4C27L
z(&p^a8cf+{#iTwOK#pJzCDS}gx-K@+b`(mAA`RMonw)9)fM0!Zq<|>Xol%X1%1H>;
zw=$qV61nyDC@+cMHH6h~g*ou$5V2a+j|kO}iH|EWE-h`1c%s{rtnL~MGQ4!`UL$NK
zXy4p8@0WBCs(2|sZtR8`4a3^oLJ3C(Rc8`W>+uS0oPsd8(>+ISf{1c=9QE@PZ10<&
zx)>?RWmo3nz??B4TPhPMq*+aEDudq!4y=D0x1dx!|4&_1uc=`eozPf(HB{&7sNer1
z-I)?ODcv>9$ft+#-m<RP=M2$X3RXhkzB{zc(|CLD1n-`>Xe5wSMEKnW3O&%Wv(df~
z;TtEnubHOzVJM>|Kfy&tn$x<G`+9Vv9K$ikfxP75Bp5!wGX#+3a?=%N@e_N@*|r5-
zM&*qRydESdnUs*RWyMOdC1X*4N^<X-&WHsoNcT%;S);qjjqbyZl+R@wx?xx*4~V9O
z7MZd|Q4`@^$Mnt3{9c;c9xp(Z60fwUk~uTvn(0+b!JJE*CsUw9rC`Ynq5A&!3Q9?n
zO$S~4S<CANtj<uD7e)<Tl320|$c2h1k+%zF0^UXzCzX>yZ%fn@<y*l-O-04j9+G%B
z(t0oOztMsl;D+M+Rn_iwhyDDHROJ5DFGTrQqIw7heshbKcV21e-QA#AjR+g8dmO&f
zd7__LwR`E$4GQ+@Q%wWd><U*xX;Qm#lm$?f&LNhBnwTj9L((>_zZVySccn<SV;}T~
z4FCQ@CA5i!_~Qho3${(HGe>$@j#cqDatz;*A&oBpUb!K*$nvzpf|*wXij2D!OJ_J;
zVC|P>r-r#-qiG2M;|?y?Tn~`t{!13uZJLXIf0s-T!=M=~8*gWgAe#m$03Tq;fH&xc
zFc|9&XeSPhqskbcp30k}qw9i%JkyV19&BRq=5e6xk5*2r9OlYOfi@BxDS<DpZD2y4
zXNw5@Iupa4i}dS7WspigxB^K!py|zv)c=KT1~Nra;MJ(YEebK-^A-eN1opmt4w-E5
zxOhck%#szgz`0z@fdMgIg?fEzr7)<k;h7pLw!2}Js<}7McnVTwp3-;RyBw%*48pWF
z&8)9`5P7=bbixy~Pe!ZuL6|NnG~M7|-H5i@tFb*SKo3bFCB~1@a?KXr$x-f%1}qhW
z^;G<upV}0tkRkI4bm`E)_v|(9SS^v`se$y`eeo0aWeH$lv9W-M8@ue4FfuWU51LS{
z*jd9^?iwnH>;gO$iLm-nfdqBb2^d*IAmJp?%t=)UnIt^;H>DK+ZUQN;bcVRw|JlOh
zzfdb4&oZM^)>qrhITi#aN*n||OYsD;L4^?5D_!A?r9waY>*LY1b7b&PGz8CNE|nop
z?J35#DyBZmdze8+K)Cg*B(br+bQHtIs}lb~SJ=`vwPms2)?(aeelwNUiZW++0)6~H
zvMvQ~D+zpIV_q>{K7)JgA-m$ieIpK?sJiog@GfLQxq)Ca=sVMRUSci(A53PiKx*#>
zGtLJSnng_j`XBN2Bmflx>bB1P2V4EaXw3@9$l!<iX4*er{x6vR`-Bb-?pwN$`5&k7
z&pCAe^7~E91e-tedHNsy{^_}X27UZB2_p&Lum4*pZh#o{T|jpM+6>nxthJIe-#?tU
z-AHVII$ye$S4>NBXGr|~V^S}4eddbr@NtrgXKb~NCrm6ENd~H;v*dwHK~FlleMTfh
zW{@5+0@ADJsggocJxxw@S)FNMs(FuOc^0Cjbzo>yKf{ihne+wBbbL4&(v04BB%mM4
z@Z?7oBvfZ1Y6EVCFaKMSG|T>NAp0w0IO;SXH{c!ME1Eae>5>sOZCg>t>S0$a(Joi$
zu=loEXgt?wwEU`eVBV$eUq7_rO1Xc36RD-f{c~rcDL54wwsOC*hEK!oM+STAGE}#X
zw~K#9?uDEzgI8E4hk)Uh_LAu7yU8de&KpDr>@R-3cbtd6E~fD$(b0{zE#HfyCL5h&
zAIUnu+k`AwW!T-3zYKfjs`xzV^{bnSg2PVz_dOgL0l?;YV?|kFL;5I&d;1q>0ZD6T
zxsktb(m6K24!-0d@O=dXl^baP6)K-=5EJnL%|D(Y^-`k--iX_^P_42RG`~UJ<wn1<
z?75-2jE~|Q`*X9$gxE&qB6wD(X8yvkF+4iuQTHg)o?*6s%TSJ{H|c8jkXf9{1+poN
z_}LdHct*8mif%bp=zK>xp)Bt=e2?)ZbNT!rV?-3=m=(lN&y9b|gIHgMBXXgDK0(?A
zyzCj5iFVMBhp2z+%>N+9VXZ6fX+ig8wsfx~W=btlAk1dgex?<lS23*9oUnExPv_kJ
zQ_IOGBE}>IsU*CqXINHqJ&^#9!C)PXpSzKi%Id#!CNHrKDgiuOtlWCte6(NOS5aYR
zce8tmyKuEsM985eFs<kDD@%Id*)KC|e6`Q)4KJCsVHQ{zDv91~*@?jL5~-C8oH72R
z%s!M{HHX4j{Yor$qbk91V(5mlYp+S0vAmdp3kaq&a}M6uc>R03Ry@Lxn3b^ZDrH*S
z=NGv?|ND#0p||WL#=Op>qA+X75t3<3tlS-+WNOT3$EC-ZH^=oKsS#sw(ihob%MqG3
zm(H!>lWiNv@RE2cA==<^GWAS&sfAD5gl&uLD%5E9tAG+`*vHg{nc;Z48~;mifg>@Q
zf6j;HTmwR;lvXp>+hwnxVr5R}%?2+kAF)8N3l0j|mzZud37em4CMOjo3}mTcuAdl;
zoI8fCiycv2{@U4BQIc}k)S@3I1{EE%ygksM-vsnVmI^W|LOzJ=fh;L}05}M3Y<Q=e
zb`X}gkFWrI6w?BcrrG+jGXgE!bN;-Sn1$%OvBnB+JBwl4Rn811C+>*dkU*Q3@nH)s
zYZv)l;(+wjyL`>sx$fc?*_L@Yh(M!a9@zMUb8pRdyj#)ViP_iJSB*>8)@x|+<gO-F
zD6qTVP?>{>BY6_MmXj4v1!0bIg3^aK6Fy!nRj)^uGW0zL!Ie!{Z}c^<R5tFg%vvbs
zrD4mo8*;hH>?kX}0hKQ;sykB<xYlSRo_}3hoYkw<XUK+e>sm-Dx3@<jj<mdajL{>?
zoe7<L!r4M<{VE@7vzmIZebq}~s*{hasN;mQ8o99z{ewqC)jfYg#?F5wV##v1El^oz
z05_l{eKlH<G&2lpTDL~X?!TG><C-MQE@L;2ni%8tNWTtvfbe39Ri@xE0QhxZ9aiN$
z=Y5Ddq7_PV$x>pa-O1ty44#G?L2=zhm}A(aDE6L`EuvjB=<G)&`au-N80z$_0)TF(
z4@?8W-!z3J|0<HkOSzXc)Lin)H3NZ>?1c=n4<f8G#SjD%96OwNv`<_*k6cHr-@MoY
zjT_Xl;nf8KXAtipgW=Hljl~=d6cf&NCF(0y@`l}5pwsOY&9DNcG}n7nxiRc}t!Tdb
zC7|J(nA;d3hINlA&X37^bL>o4jX6;4vFUA(!(MHEW3Eh%DlQ9OlRxD4jl-S&ig6Y*
zWI!CJt0JBi=1VpP8!bC#vgDT)3i7>EvIr>QaS~%`2NyDR?+Utb&&A|HOy@%pM6*w!
zuVRv@TH?Aj=j1IPFG|2cHzpsYA-^vby^0{wlv*NV>R><YZDp*1I1|Chi45|%(d}`^
zoPda!3-VZAvmO_e@pqB}{HW#0Kn(7)b$hn3K;zVYkSAZsxC`Vj&cvnK_McJrc%VWP
zXFvu73#KS0-;BOFc8B%Q<0kIkpsRevUL*!Uo7?5!^4Qng^#Y%7P8mBAA;VQgMqyVv
zcZvohty#i+ILR<=QDbmeXy(oI`t4+|wB-44j9DdPsF*^cS2TVoFb{I_W!E{>^O`s}
zWS=Xl!<PfUpc=)@RN()&EejOEn^IWYy>BP42exxE_x0_;uui6cs#KipltrmdjX?o8
zy>5}l*f`d1T-VC`;Vw;RDhM@%RaFx*{~4#U>fw$N_+<lQ!)x7Tt0Jl0qA~pS$reIz
ze?i3}OiS_ppzip}tirPq#7FL8&VDsbh&XD8;d*IFar#ha76JRs1U<7RD1KpV%Y;Iw
zq=a>&AG99N;F$7onDU6K*RT_uq4YP_piCEhB^|?q`v=V5x?(H)`V|H0OvR$n!<-VB
z=Zcw}{QTS~hSiyUzj@h4U2<21Ro&fKACHigPbp<yiE2r$xWg0yI5-I6NwUaN&lwb`
z8ItL<);jpy{2vi)OaDFE{dpYF;;`U1Y%hE6kVDksi=ghi*_2e!@KyuAZgg^m+QT)g
z@c}L@H0%aZim%4lP+UF!E~H5!Xz<dg{YtSwR-|^{_TKQAg7!GPghFo}iEV!I?bof(
zkMouK9{m`o|9Wr=MC`vS?m0>^JB;&tfNU<l%m^G@(H}^e=y(EOsb?>jO!wgCwUbhW
z40eUSfSQN;UjC^ec*BZ26o=+HVfNNp!IE=3R=y1<ZM&o?prXFq-b1Xf$H!~-m-j2v
z3dO9-@1XHE(VqQhaUq$)2pJIuf*a3s^=Y;dlmZg;#w0KxbY8D>p}#21@>k{Z#CYCI
zfmd;Xa1=ZUws$ukB98y3hwM?dumbv-)T~3-&<N$doY!WJXU2fYE#YEZaJ`mnyym+1
zPZ5N|dX!Xp=S-^t;dgWGN2{9Fl#3^TuOM_G;XsXG;Eh#wNed4k-#%Ry**dO1z?pa7
zp$-Q%-(RsPaly-6X(3g)$tWjR*b!%tT*ca0kXK`}gr;?N%*^8VFzphI_@U6BTLq>5
z6u=dD@kZEp`h1bY){a3f`QgZq67EH1)0{yP2`3!L@NgRP(Qu~opze}!Sscy$24{<L
zOGtT2D61nCNiE#A?t0A|^t4K2nfrt_;P`aee?{e|-BPyKXCoT9dpV9(x`{|`fNJ;1
z7sqy=6LuJ1+^dCnuCHHWLK#e=p<bV8efE_f6LNu98FW>R#B+;&Md7$6`_uv@B)X{_
z*rZVR%I3TojP`lFbL^d|qI_4dbm2TR@}1!NdJWG>Qh;V@(%2XGP8&3#w!kaFSGQlt
zxfnrY<$v&v{B94^hb?p<*qmV*U3oANauS7@ek5nX`fO!hJez_?gOm>?jpT=UK`)5p
ztrOA%?&KiR%^aF^c?!Hbu|z~AaCto>wOJR|rforj;7<w-sria%Q0D5CEJ(Su=8;Sx
z@rt<^Dke5@Qnt2+bC0wqb<=YNaRgg(vK-pHHEie%xrg;{v=rlM3)2Y}TFMcrpMMbe
zDGEG?!m)1^QO0F^R;UL??St2`zW$0&GYRbZ{?=5<_G+5ElJI9JHPE0z-RH<`vYF_C
z!RV{lR7^r<feQpdZ0U0(!ckQ?7C+9M6GCLQ*5Nqhrw-~J8;q#JX9!15#b);Nn#UXq
z!We#fu)vSI><;h}+#4dt6~(Bs*1+OOa?@kFrNkiBk{<DC7%UiI;1-SxMuOpF4ams2
z?Rx(fxuUT!ovxXa!*dean5xw>^#t)4Dj=kiq4UtRgEyW9XHEBO?--20H@9b?WV$0I
z!N=?LpIKeeRbbiQJu5M1OJ&9x&mTdHvOY{ef(gpJp)+>7iRiZfb5fH&Ungedk>ipb
zCFmn8sKRV#wm9=G|9cXFC4&!)d@Jq#s`WOU^9tDsdzdNp(``KomNw}jd=dy3GD1DA
z-4KwS?YrPV8ursRumlmV?yLH6W4Vk@U%xZCOHK*qw)gg+R%g*s$HBJ(J{Xh2x@>Lg
zw8I!UVCCM~GRA4}O(76a70a5cyDWFw<Hw>2mY>!IS8Kn{qEm|>_g+GktegmVF9DVR
z_dkW?>kOgAp;<<vo;|j?IL;jTW^_`cT#zD}hb7yLw>RE@Lv_mhe40QWWWW^ZrxO4|
zYf#8YJ?auFQ4T-8yRY>lJO|p;f57ycc7Hf1TAIG<nkKh7%WN^Pu`G3&asE9OdOu5e
zL0K*^kaq3Qisc{(j8MX^9{d2uaJk>@OldOb^;TvNQvzXCuh`kt0tI!y`*R%2R|`o*
zi~int{>D`WDbs&FHAqbJ35<*$==1_%bPLR>7K<MY)L4G0_p9zHD>Pv&(Ghj+&kwk)
zj=4QrGC)!Owmaj*(p3fuSi3v*PNqihLb7QA<Z0FMwJZz%0va?lF&=O9^p+h)Ns_o7
zyHshmdjoUD_jyhn$F&Ua&7#*zFXk>fIc?SGOGEEhnw8^p*g1byWpTA{sz-I60;Hp7
z8m-BFdXkvG&=Ww{{h?G0UG$Jg^Vtz>ksQ>G9(U~=s@S80s+6_Plo+H7!A`?#Xeol3
zBr!?UGFoS2J(a1hoE#_6UJ%V}XzYNHznh>M3)IrO7#J4c_$rZ@#@^_Cf`JUZ{60F@
z8^l<3nhvQJ_J8?&l~8j&7yf0Lzo5-KnLJ+6x3uI+iSb6ZFKbN&(wk{g{h-LZC~jRD
zAx^orQfH?fI%&Dizz-+8s|3U(a<+(L<S2IfFM%&|o%a#{QqFZPaA$y%+4W*}(SIn2
z95Q>nuN<~W{r^kS|7D?%FkcvMog0Tcp8Iq1=1<fkAJ?W%C&#ayJnf?q1;#hyv<Hb@
zOVEvKvgvFTF83>7*QmG8*yRR|F2NCxe|yxeUe7ZJY6@p2tvr=cX;f1Ei2Ft;*=@$y
z!gos^r=7DO8>h%$7w3=>BOlu#0DZ=)sgHTiXB;|Nf1hz}VPx3B`JNm<&2!jz_fb`w
zrJ3nlWqGr+Jik?4hhH#8XL7+o*$RE}9d1Ql_r>eQ(05IcHC+dfwyA|tx0yovL(f&)
zUOLe5)T4oOI!;)P$y`-tRc4HtJdaw8FtXgZJK6lLpfo3<Y@2g-VC#a3|6(lzX^b7n
zwM~h_#{*_``iLY)qybW4L$>`FPtxG<Lj$%RXZ`Ofl*Fo?NlD`VZ8_qvocHr|4sEYj
z?xA<&qqrDXs}hPIia<&Tjl0r#SzM0lQnY{HKa6X~8ZW6wy$Y&&W(Qkp<0z}mH=5gb
zlK5(M{AA~_`Q{3ZRrt}igt<Ry$M9?4QKWcwHu<Yw2IEmHQ%*S&HtGzr=5$>xOCwbH
z30VnAyLFp?_lr+eV*5jo*ns)-DZ8LgpmiX>$s_9Zn$LbEG&<aL*ZW$}Hhx26K58$&
zZ8yBpv~lnEX>BUB4Tebi=1BHtq1{_ub(v$Xm$zChp{5<>UqvCQbd5PG)q~3-n(p-H
z<Z(D5$<`Cr(Ze^5$2pQ*7?kHB_co=4E_;T4`Igf~#b?t+X`GmW(Je#ySL>&4HYZc6
zi|g);r&W4eE`L(4rLTb|Q#qdAZ8Z~NAxQ;5C#bHs16!}+)l;RH$2X{sS~OwBB5)j^
z&fb(?GhS=?J<mblkj@rghauwv{E-7_#nSM8{1R|;bvfC)J=1)tI|0s}5nVhFR78@(
zvV>!ztp$_{tLl3Rt!`5T1SxXd4?4al$h=p7Ran9VJB_07Z~cpw?5>Xqprr(~e=Jb4
zV>aq3Vd@}AW9X~SIM2g@HeSR^JA@h4${Ai6dNjP+x&#hzj@SCKaQO5;I0~(Y#6xCV
zs<LMrB#uHY;89Um&chdzEt?B%*6^ecnu+Z&{l&<eNUt0f4~B(*EC1b~0Cqt)POz3a
zgez4PM_0vbwD_mYJFp(0yR&7BfRSf`NHI!+k{8Lg%&+dS>a;4lW>!GfAVIp7!%G03
zzQ0BjXih|{BI*Hgslk=pa8y8)-exq!plLZ8-h@@JQ>)d&1?Zj;Zin#91LaBeoU>Jd
zWDFMz!7arxe6^FNW0GrY(rSkt*Uobn0r;E!U{pfz6$)7u6<4Pl%T$i)hx+(4W)rUw
zMR-pVC23<cu{l`XacB7aG|J~fwN&|ioU~{I)1(X53>$M_EhRm*>$uS0G=G5tDvj6r
zi0&N2gsFv#QmJX+yr6^TALsMT;T+dveZ<Ihihk-%;OmL+>jl<)wNYBk-#n17kxEfV
zvXZz+8EP8xhkm7ItN8pbPL$S&(QBjoDPrT~2mx;GTw#+vMSz>2;YWUoGptByk!0FK
zWz`kt-PH5j15M>)u|3N<61C!sMZJ(^n`)G6RmIhT!O?T2^Rk-nM3e=RXzeGuYm);u
z-6p)LXjm}^b(*?bSFaX?#pYT^?%~1or4f<q$Y>ZzWMnE$&B-?>t@Bxi)SlBlwy@(~
z@#GOvmQ1N3wKJ?2j7f@%)CZe=9cfTD(n!djR-7=LCM9dNsUSx4beh$>3>)7x(-6vh
zrJo}slzp8bHoXwZ{Ym7gTdo-l>|Bol-N3$tfp9E1L@)ti$>iNE@1I&#HY8Ej^Up75
zv`1B;Uh{E#L!*o9sbh7z&3iX?5*4wGEDrNp<&0sGsw_&;BgSNLaftr+vy>YR>;=ZI
zPbw#>!~S=-7ZO4X`w=;)w{qkrU%lX(a;Ae$%I-@_jVc<m#b4o|`3PlLV;qTg>wEnR
zX0*OZvJKhT<E6-$2&04-tBJB7f>x$HZ3oWv1e6R-RQ?8M8yUo-c}%Llaz$1S5q<iA
zhJ8~B$?W<sWJWao<T)Y5uT57{jpf)bITMNRxBM>N9ASu7MRw?VdhaC$%5Gc>7grSC
z3*p(3!~nxL2tCh>JMxWVTpJo;!~r(_k*4S*Zr0PvQCpw(i>s__KDxFP%0kYItITV%
z^O1t#3+lc*;{JM+Vat6RepY`Ytmgwo(hzE4{qY(Kn|Im%ts=1{8!iSoq_<e=+hehS
zUY1ps%OCH_V}~q@^0Z{}x`ClL!PA!5&c?>6gl18P0Uo{o<&_$RN=<n3f=rUohn^aE
z(okN1i-<_BEa^vd8>=`7sQBXiI0q}|75gkFv-cs6sZP1{VJgnQ`C75V?{ZFp#3a&d
zbmB5~p~TP;9e&sm8aN`<s#%U-?1_DCjFcg@cp0=ffFpjy`Zh$(?)eRN25K$75OV8;
zILAhxeI@^4qOAQqxm)mr@42#h$}rYY))PgAy>+rpFS5)#*a-&QV;TXTeFrR!gZa=;
z!y;L8Fc%%PkxXLgEc{0j*gRn$%X4h)*T7mnGg9OA{;Q{tb4W%o>2JstE}%-x-}&@8
z7XW1GzvOvHtZJBhtcM{$nU~`bJW4Kdi-yF}R@T4Z0g11WZfBZChpUECs^^_V;>w;%
zmXG26*_hEKVY8~&_=@wP)Y#&pdMvD{91l96?{E^{HF@Z=*h4}Hm~bLSI#@%2d(6Q#
z;_TQ`GpES}h`-x2nKE*FdGr2VfQAhj=iQo({AFlMTiBZ%N0`x@hxl!sgJdLK0x^<Q
ziJalqq*+_x%ppRU%={TkSw(;FimIT@;`kfPH{E+p60AR%Ah+chS}rG#IIAyw?+ei!
zuKOa`gi^C@!_nZBUMAu|s5_{-Ql$(l^pfVr*ArD2s_hv<iQw8}a}PtrR{<<OLXQF3
z!2Iusj#{|fOo1#d)Z-i5aRwFjhIbu)`**Y%ZFOdEytJsWPhdN$u;GC>=TU;>tVv$5
z-G<Je^I690*mI7fHh}ChFq{532A4q40T^nI>YkP(aL97kt)FM~_p5r+7*1Pw`yP(V
zr&}FpnO%Hx5^_Dv0~`ELLwI`*6cCOD=z}RwlI#<iwU5xU>ZH*b-M`(`+|A)3SudCf
zV{n-G?U}XJ5<~r=osxPbfXn3GV(9+}s}peXLCsI6&wp08<*my7F;7p}G3Le%{b7fs
zyoXxI?!@*ZeT-tdAbrCcA04ezbF8;nf@R;~r*H*=85xMO7+2!Rc2lgFK&0qKAVWA5
zSffR|=hIwE2+J+p#g~(0sC+DBTkHUlUL@E}#uZ=iJEGQKQGKU8U_e0}SU?jA1P@xI
zm2z#w<%SS0!S(%?3%mN|?ewrEEJW1y#*@xh6E_p*MMKhbdZ|OK{RZ_aykSkoHZ}~^
zRZ4!a(AurM!~H`ogW8ejoIN;cM{J{T>LwZWC?KOt0#1_8(o7sDp&a1!(%Pz#<engK
z``|e;8J_aMlDoK5)S{bx+vhO<&zC=PNIq6)eOs%3ds`>%7)L&zlS!8!_G?pF75tt_
zNEy^9%Ud;gf6|5_7s>NU<5;n0Vz_J6kp(c=v@1r14J3Xu+R3!gnyV8ys+X^fABGA7
z&->%i*tiF5g#vGQn*D}Ou)Z)V3*b2l(zN|3`zzSn$dl>A!`YhwMcN98F&?%9g%R0#
zo>txAy^UgVHpLqRHrTmt&=$~n&Wec$h6RYW6A2dd-jKg#8=!hm>v78p1SMq-RKr)!
z<tZZAu0a2k(T1YNN5NjGOSQ&_V>UKxfbBsoO9}c2tOt=h_-0dLnNhFgELK6JB-W=O
zBbu6u?;yV7z=M*rK(Kzlm93QAc+{ZrcBNYuvs77PFCVnt{z-WkVZA`RlZmj8u!<UU
zl%hfi%5NDW&}Aw1W2%Fc>2!ACiHE1!T==JF>Vz>m-iX8i>{jo6@AvleME8Xs%#tFt
zVeKp%#boxEq+ga*va$AY{tu{9z1L8v-Kh=J{o1H1r&)Uc0ZU6}S~}0po4xfnkyp@-
zSr&rYE+!Y<wD0yZT@Pk1W(h&9cK8dLRteHVUw)fpYt%$W;bVC1PFqbOnMQJ8u$X#s
zr;ueexc|dduds;miy@w*%*GS?D38&~(!Ns<TwJC9rSOZ-60H80VCfHZ5Cy*KczbG!
z-=$*JQ*C`bGHEXvaZggz&Nwi@jM*TaTV=QaoYul+HA=|r(Y~O1RM8hyr<C1o6#c^c
z^h}$Ip;5O8B(3xS+<yag6c-Y|aurfQT9`-p>fiU{cls{3a#81uOZXe^NjC_y%<grZ
z<@@4eXy<4_A1jcr-)>`k?`$jITX$P7V?X06pE>5~f;1BX60%6#i~OU_Y)O8Hc{CCJ
z(#Trdy7ANy929Z+pV{D#!fA@pQh31HKF|q#|DybNE@JmsxaH>NlJSbD^T(9Hj2-va
z5!58jhvT(A8I!<MPf6!kTa}i?c9vL97yIvj>Wy9fuX^xDp1$303pJUYsS0-4&rbMO
z7gKzn?{?~5uU1_8Z-|)=nw<hqlOW1(=zH^XRgXGhee5KB=yUzEj4t5Pq{O)08RR=L
z{LgDuQE@YN62NiZKMQQSJc-snD;L<L@s{g{24wfrVabDs`U{7vp=bCgP(VHoN#79m
zbm*!vjAX1p(&$ulA_Bufoij{SgNNv=2V_Xc!8{F*3RO?I#+IX6E4dVGn9*09vQbmE
z+FNz4UrQc{b!~WcsD2#@pY_NPP}yhjDB1jS2HsY2rh_>N>Fx4tMX*L|e;mFgO<?um
z*~*HsjZRo`qYWuo0Tz;VFAxUim7Kex1RtS8AekPAJ_AI!-}0-X{@$;z>&?9$&8?h$
zy)c&1hqr1>k&n7_yQETFy$z>w-BH{+YmKl?mb8?y$4*{M@BCoN=FRS1;4jf&-MpMz
zrcT=RwMoNOugypJfS_TrofkEIdz~@s0xqv7pVNc%>CMr#pfJcTuOqwXv*qsFz4LB{
zlEr4^q|*t$^p!NF+r-iM<NQ0a8EC?l<~tT^a(!t1l4COC+MgiYU*>NoPbPIv+Zl@E
z_qj?0Pj${kw?7YW?yVnw+PA=4Xq3H>Ob$GpFMEE6%TO?@U!k2`VnYzVv~PrB5K`lH
zU{CKj&C<Twoht@EjP`LdZq=L69gap0fOC2&-+B_Ud(&g#V)$jGeE4LAh1Bsj8a<ZY
zI2H9`=GWcdI2E=q?k6$)wLueF*Y4NmrKLBIX{+h-(S+Baf`V+nTVj9MzvZ0VS4Hs;
zTdUOEw%TD@*#~9IA28@>5jf22DL`<gT0|aIwT0<;hjh47x_n4~wRIm>UB5eXBc9Hp
z^RHR>E<YKc-iX~$2Y(reM-Cse!kf0lhS{}n4h@IFXx0ThWtG@s0x{EMs})RYQ$qlw
z525{ROt^)K*~8uU4{ccAsE&-~1}ev;ebN*+{^Sd`N0p3Q$Ry6<9fH*LL|DiW6ISj4
z;}1+YXYuMG&ZauS<rcu+lX1H|?X%)inX{+2IXVYjNB<d@{iNstCzh|Poqdsd2v+LO
zJKReBQ2^@pdNDX85-#sxxgnDPev>{qNESh3btVj>ET@KRV?{sniP;vY-Zy?iygOR8
z3d*I}v6EX3o=Jmn$YYb~2HuU>;|SM7WeM|!{@O?7!<#><NB8{>hAuX-w-wj;3$a|D
z-!$ED@K{{%Pim^(;ElFJ-uMQXXmJF5=w0~JPukCoWTzV5ge3@kFS#7Q|0IuW`+t=E
zb8w_l*9VGDY}>Y-iET`5+sVYXZQB!@9ox1hnOGA$IX&O|p6{UUy;V2=Je8`h-OpyP
zAJ$&$7srY3cnQ_&5g1mM@j1O?T>;@!ktZ(-=wicJF2B$eJJJ+<%xQ2-HO!h+AyhX=
z^)5gp{>@eB^?rueSuk*}zL5~l=(|t8m+&V7j7=!5v(oFwlCk9bCs$<va6|9Mb)My|
zki2y?^B7=xt^&S14+$OoJL^{LqoCwvTgH#{x0_JwG#+z+LP2{2MA|j<9^G%M!?!9D
z&1~~F^TwcTeDjH2)*2hIixbh+lHd07p>ikSXgXtT%Oi0IXW-|DGtAWK(0?^;0qZb~
zb;S(+#mr8=OQ!Z3l-rNNC3;3E&Pwr&@(`<pHr%5*gUFgXtL&^*dtl3v-Ef|&m~zEk
z)upA30`z4%kz|I<@}z(F*QX(VRns#-%h=^w?d5YV+++SrCT7RhrT<n%XTez!ui<|y
zKZVcX&kDsJ#y6}YrJ^zhp|Y^gn*=&Nm@Ren(*nZ5>PG$NV|SvpJ)a}zdG;{vvyBDs
z{*?M?Fpl{;vb#zFu&}mP%%st{Md4iM3mcMm3refJ9fZm0Oy@a{!az8cSk-4j5pYUu
z9L1YRIR8Y5l|@Eyb|CqT@It)Z*fu{kX<OgBe1Sy<SblRRQs4JDo;s_I>ly1YI?EJ0
zUY-M)d#DOL+?f9seAhJf!p<WzT`X_I`15Y%eo}Xe@Z^Hqd!3EWeA}C%p-m4><BtZ~
zr;vd$acMx`-zgqh)QlSo*7V36N1Q=EWRdRhR<XtjWRUHFl3g=A+(8a3RM-4aMFV-m
zF@ASFy`T?Ni<&}OiRC|n+4=CwpqYRFa?bAD{T^D5Fv$BQdKdR1uoqp~X-fqN!5qtO
z`SnUMLvgX*_+I_>jn=PRo`eme{Q=uzG7OFeo)=h_hueR=5cdsY##i1jVXtxb3LPBs
zGl<?0+<d@5pI>i0UhW*KW>f!O5f5AYo*#d+?DJgs_{q`M_rO3y?&}6hMee8WkBF_~
zc`%ytfznhB)J8gucP~>jzm0TB7Ke81L$Kh3WUEpdAsv$VmAEr03#OlO7EW#+ocRv~
z?MwY9QHGS{^i{DclY{2PA=)HiqgLz%{faDCe-unV?w-$;r&@1gM)P4u>cXOTTbo-%
zRkZFWp@=}{za8y-eH+b*o2W(Xkl0elwz^%?izHI~z9V?Jv$>wg%|uCjqE$z+*ijXS
zI<4g0oUF(>-xpK`<d<72j~9+_e$JoOb)m!NsP{@g2uoZ!@zTuifrZpU$5^%yn`F2$
z`eHgbGN1_MI?Qe!q}LgyK$0<cY*BP1mp--7O+eRw5@d8sx1ZIP#<?`4*my*n$S<I^
zCvbbu&(N=PpUd?z!EHY3PuH_}8Z`|668pel{peE}$eW&7yh5-DzM(_mR4Rff4Ch92
zK+5ewy`{Rmc7L8{Cm3Ur2C#ucjvrNda@e?gy0ylAMcbYm<DZ(aiNf_J^O^Q8G#tr{
zZqN~&*OCJ+G~;hF?+~uvC_j>611aCKn)*-FX2O@>`!TTO$Q){~PB1)|aKR-q(P!E)
zei}|?_if#Ku1+jIa-52x1S*BO-BD01(ZWy{{w8szGf$+)78IPNEDmpzWHLay=0Df<
zn{eH0R4`OE%VMhYBc#Ud+d6mH1H!ZNs)I+c(DaWB@#2AqEtuu=zP~D(y1!|1K7Pa0
z6O0}4Fuj5ve|RreUL4<a&gL{l`C~0&0(_R^G-AX!_hNYCj@P@!t}kcfk`lcYoqKSU
z${BX4D^&#ERcYNZis^J0sFC1I;9u?n-WAYG)u4P}D-DNwXk1=8Gp^6mxzjDxB0~Ox
zctR*EfkQ6GA5=rtmLbj&$MDSU4F%P{52;A20XIl2|LD*;%m^e4$OILEJ*WlRI$O=Y
zp`@%Ty__+Tc{dmtvj?O4We<x<t=DC3QeMS%so*Rp;9<RR^=am%ZFYdIt`*?lGVR)8
zce?zDwAOH8ZT#|b;NWTS^(y%8#Sm|nvGH4PP_ob@@hczD=5POpdlCHnGc4Nx|1Emf
zsBYE<+wSG)&)r3qP0l{$49fl9)seCMw9!mg3=5}yTwebeeyE`{1zeG>sO~uAVSPb7
zGW}+Py3i!)in$O9x{s~p+Q3i91k7ekT?EtAGPR@tdm#~NReARZ_$yDgDpWOy0EDDH
zDpoQI^+R`ohofx8p3KOr1wX(vQAK>AfnNmK5uaJ-=ac6K>TB0oDnSD|%1ByXEiot<
z+!UVcq8xL9$gJ;}dz{!fV2I?V)N6QS95N*!ZRqoL@bxj=)o&=Sy8l{ddhmjnf!UWQ
zB$#dd3k$aXt<=inkjnt?Xfz)6l3S-7zhPVJwLr%&M<r2q8L3t$+<Ta+>qFT#vO2f$
z&|SILvdrJ}`$KeVSeNYZ<UH?X6OP+{vll>yQ!b~WBX6kW?>$tSl8cBxiFyUfD*X8z
z8+u$ZC`c<?-oVO&^E)z!z=UAhnk3AJarm__nc2SCA}h__M2r;y;M1YNt^{HvO-Mk~
z5lms#k#rKGE0%4>{iE29ipr$tRhEYtjYbz^^at6nO{Z_5y`hp6(@0%;8r#QN(sAFx
zwfnC3>KRi_WHlJztq;f9<|*m}(DNC$!x0LB%}oR(G$jRYsSX44uLVC}1W(_~dwqVt
zeGPj1HyQRk2E1$_O|AMt%b0v}8hyI0`+W32(KcB0JaqU!*5#j?eZ6M4AbmCz`c~+7
z#F=y&dYu&S@G5?8(npLztvV{z*7V5Yjk@cv*vbUsAv2Hstm1YF9VWWy!|tjr)$7py
zJbzMi`=*()B})$-Q>>ZYxAZ1kV7}{#lRe+spfO#w8v9ghb$x;Ee`lnHirq$e>U#)-
zhy^?MN{|uFMI-ud)EA1ESmp`P|EmApE{*HIe&O~7a=iI~REu}?K+3xUVYc%TkS~F@
z*uTd>{yrnrWuIFy8pjD)_qekgJ(*h68$O?#tX(GiJ6eM09-bIt{Y~<%@2-^fN~ZVj
z>6tpt=Ay3D4~*_!4TGzC*HaNc35IWnrSq#`!e;4%=g+KTX{k-O#XfH6C&=Fm<~c9!
zw{*tAkg-2#T#Lh>r+CBepZy+4+@h|%4mF`rSmI#96KpdH<!x4&wN)C0jIb+8oxZ>E
zU+v;3@2gsPKI%nJt<K>&M_<OEW3UVJ!VTU}C1KtD&Hz}wPJqYj+SM!aUf<P+%WK`;
zp0`(j!108E?_K4l;L~i+Bb*{*H>ACW`<r}?plEdq<d8H*OCJ`K$TXtAqv=K663#w7
zri7lJZA{#cpf9&nrs^Ds35&>Yl0wu%(S3YhC}t6Y^h1B|bY;_D{n_lkmcP^AQG@pa
zj#B*RcR$j11=Vr`6Y6>w9e25qcHZ0zHvwe~Uzh$|d*K(K7qJoDq3lKQ9!?{5-1@Lj
zzwz7eu1TM~6g3c2G-+n>F$K{EcJvoO9K%Misb@zO49$B#v5vp)^ZC3t{oOyA1o9%^
z7t6oi^UX8-UuVDG^8N1o-;ci7-gZB4MubRk_?bWV-ztUio{H0%nM<iT6MSZw<+tjw
zGvpv;z#pUfN@)6|&#x<P9gi_;c6jYstZRQawGMeQhoK(-W@W=}_$U<w&xz0Ni$Tl(
zD5Q0k23NoaP3D}J)Ao;-J(bRhhxClROZ-g_Gc_;7V3P<P6ZhX1Pm-8-Qc#a?_P<xN
zN8T};j^H8YK%rt=6!@e;OM%B>gUt5v?Qg{QbOOJ9o@~k{1-O@PQIAdfU+Op+T}qSx
zeFzVPy6?b#AaO;|>Vsd|kswt%hrkejzj){cx!)E2vLCppp*U}qNF8mVJs^)7S`I2`
z^O`>iF=}_b$Y=D$5RditeYo4bWFPi?ykO+`-X(W>#@!?PD#iQQm=)~=CG4I{9^6%R
zM{*VR`Rv7@(y5#XV<y{0`ML8+LGQSBzj`@)pCq$)zsO#{o<2`nnR1<bdhUY-zZ0u=
zs%yBu|6CQw(XX?5o9rl`kXso-X~b9ZmavSJW2FV=MORWk(_kMCj3Vtz)+}evuy0(p
z#`!n;D$dMhU$(MnzRLT0H~~JdDtR(JxIxPb58%863Whwn4QsIh+qUr)UnF<at&)Ez
zX7Hy2MNUAy{-g(rdpZiZf!<BA%|`e?&c6gWDoQf#puIB9N}RuReVsS${^Gl(5_~^f
z^7nj<TU|Tf<-4cCy3TYe=bGry?Kn+jbw_>Dp*f4kyh)DrcK4dE8+uG#)Jb2bx42t2
zid~Uqq0qiRI`t<q@P3_4BMA=?axnay>A1SiQPF>$5PsLktHewumfsR@;z-j|guEbr
z<jSD-j<QSh>PVuP#;{o`@|(bn!Rp{!Z8D-rKprevHPC2<@tUvVzsK$?OxoG~Fz1Py
zMW*#G-WVrljdU!|fNm1`+bh&cX?P`*^Sx~PXO^R!`Wwj=?n67nS)u88q2KgR9$2B|
zWy047pRJMax-L^ps21-VH_Rk1hC5WVUf)f@qIz#wv9=5UGc>^zgC9@3*CmV|63_z#
zfU;4n&+QtA&uP&b4gW{=!`~V+UuK-Qy?~ch!LrqK!dd~(O@r;1x~<dLkfNd2FaU4t
zc?~|&$Wu~Jx)u|}2mkaI-0oYl((p;dlSFhEH~=4M2#_4X3*(Jv;0=k+7>o!NxYPGO
z!qv6=e3b6*y(;`pxVaWXBa?B18OtplFk9lKVp6-lG?76-=DDm^tsk@!e-v?<qLLvW
z%n^PTUQJt=W0mp|)eBx6kQMAU!F!Pc`0RwuEy2=MW$@WNWN-FZigjq)WK6V2LT)9r
z7qv~$om<enB-O`uV38fNMHLB`%E|OWP3ZrI?b7?n?%c<k5MX=ufG_3Vy=1DqCdYD5
z@(0F7{W8lM^N>7h@63x)!pc**B%Rwm9IlY#7u0x@{)iYs4acVLx+dh%@Ba>BEk?9B
z5>TdFHXF_VVtTFf>-xNI`Kinx@b`9>EPm#bY2_SFu;Tp>-ub+sOUd%0QR{mXb(_9a
z0{wvaqFJpOLW?2AP54h&+^a(|>Kv)LM#zqR2x`6JJVbCZmb@7v8Y}4HIk5<=tN7z{
z^nGIZ2a$nVZheb!Bh^SJFQO=lqTi-k4hKNHR!;uuVF{|-Pdk&Ph3cQb^6!)Mqr2z^
z+7QK1opw@%s%6AaPJi@i6Jxj3=UbqM$joY0&KGyjSuL5L0?#Nw;L9A@b~s_j(<K$+
z{?p3$Cdh`_+tWqUltBi%OHycsB|D?jU#3dZIC@Q$9Im1o+j#X}G_~MOUU(zphVrWk
zf=SNPv%no%Q)9vEigunRwFBm;QCCJ9sk~YZX(waln)gGk@z8h-k;|Hf`A1xx(r^qi
z)}&x0TZ$<yDoyLOHtXKC!8cs9isNp1G3x^Ves(K+06q*=wjLP<vU#9AhQzp3|10dh
zUW#h0m8Y~JGYcY?NZgu`=SayB(lPu-?-fn1UexW_ois6XnU%ofnn}>$9u7%b0{3V2
z^q0}0#ogEUyPApFuiHAm=ep}R!B5XjKu^l&WN+tJJe>baFYf}VJO&R*R^0*Amzwcf
zL#I9NG%AC_7-5A3^PUPtNCSi{{H;!Ds%-Pd(&hu-y=bSsBOa4xlo7jCC_0mCS4?gA
zVwSz7**+e5A7|k2cRsxpc+trsP+VvU+)@c@{<a0QObb!UQT5^%=yo}^W?crM#nH11
zIbnV*1c{~}Vmv6>LO2i1+0I2jR$Uq37AfV4c%YNb+=`9YH`eXrm1ZG>V~$VMg!*_G
ze<dMN!TsAzFDl#lf)59iv-m^TEe^Kg*YP99$j<)NdxU<trVQGD73$0qK7^nbruAZy
zJ(U^?f94TQr@=b)qRvEPf6krPQ5oOrXG4IlMc4HS$Jo#f1u))H6|nzW@hEpBlQm$(
zj~2eBW*Hq#;)Ww`_&ld#E`!`Othb&=KGB>LEdRb;XxLSzqjxTSvXdl^K{3+>UHA+x
zr+Vob6>9CdQPQN>Zko%0tCpt-8YnDy_RvYp?BVv14%kBJK4dDJ+5YnXyemKIx&3kC
z|G7i-uIR4#1^52-*3ZOuKibCk^5sWy3ruggreHZG6@`p-r$CoYlr<)NqMA?$3g3TG
z61|uWsaC518IMWbkjtnUWY7$OG%l?buI8=Mh9#V$&Z&U|RS72HPiexf>tDmJ#B*KB
zXmUx0VI3To2=tJx*(^=1BmNp2Q&${#xA}D_f*Y%Vj1z>AS#1}XqQ({5<v8sU!&G=;
z3mOc%Y5iSNd`KygIYgTw#a{sxlpo^x8EtzszrFWn33!ZougDq41TY>qMoJ0YND_E|
z>LF<Bkc3@3#r%D{qpkd;gpX|H=u56fP>DgMS&nKjWJaHiQUL>eda=rF(J_=2h57~9
z5f8PSgUC0A-OLJukMJ<BmQ0rcv(+ZcPQWBAe-GvktpioeM-XsGb2mApR)XP$K2Ux+
zL;wb<Nn}6zJ*T@*R3iAuh)Fy02F;p58(-Cn*qSn&7a|!+PBDzVhZ3Qu00}sx{872*
z+w9eCkHN~$JCgrx@8_|_wU_H<PmS(H=;2@YuRS=Xul*T~+g<-d!4b~1-p{4{cfa%8
zHc#V6e?|{6L&LL2NtI9$Ld0y9L$B;i8B)e*&ejA+$dRJOv^mtk8y%ORnf!ph3<Z$|
z3c?_HwQS}&R`qK3Y){tg=JRJt&fhFfF)?V^#c3ttsw^|r)Btr}8+ya|Wg-Q$yHI>g
z2vcn*6l_|e1BG%3uzUwOZ*lXsa_L8Wf4)=(^f71(7&)Yq<fkRP40i^%Ywh>f(l@02
zrzJs&C9+nCzHe9{-fgl4ryT0|%z%|~WWz<PBtYKx?HM?6a2mCrzaV*is(%bWBfs{p
z?&_aO`zTA>Ank?o)9b?KkMKhJvE#;y^=YB|Q^$?BMQN#95;nmOD}@}HDD2ZG;7b{1
z@OMLDNxSxKELz~?f<tnP#u<el*Tx|c&pgTGxTA>Ru{^F)%<2`#5?IpdU-(@qr$8Mi
ziyAswKZOgv8-1<o%|98uZ!-11a9u3fAO1d5*?r$3@)5@0uPOPw!1{W85|??L8<C1{
zGzmAwHnM2$)MLQt*AfRza(=wL4DzTD&+QO1x9+rtq(KM!;?IyW+sZBxO%BeLuHL0B
zP!0%X&rH>$jje9#sW9#7^6rWRrGzIvn0HOY)os!j!8GyU=i@p)QD>G8es{T7ifj;P
zXc5dIGfB}FGW<3|-WvL6R-Glg{&pP({714-cZ6BJx)@?ZsMsY<@@XD41LAu@rQ5Q7
z&Y#V3p#m=EUiR&eh34DrI)b6=N<~|gUw_t?F>ISe4AEBBf8+ol?k;mx#TrD^yQV?G
zx#btuYLX+ua>6~dz*IHE$Hmr{52AVt+-+cb>wiDJc9pm0wG1^A-~JV?(N@n*chQ60
ztxk`ExcXU-Mt4Jxvu(98EG^{*mq9exDp<g$yOE5I6xiToPWkGXh29=!BA&Ocj1~Bs
zj6%K~DVCJrd&GLP!9JfVv|Y|6((fb-IpsN0C%3$!SO~=YdWrOZQ!)oIckUCJy>jEa
zbMQ03-)H#xGh6RWj(GD~F8Rs+=3tLP^CHR-TZ$m)wj(ErtyiG8Pu>eNUt3l~Oi#9s
z@S_|8(xSzXmc{XC$S4q`w=ikbtc#f<$=G5;*s%Jou-#2EHR(?BLUv1=7FJ0EbY7K~
zG=}d2zNF^v)E2u=s;+V1^k-mu@flKp?+<8&cSsQ>C%%rcUa$2l=pxVy%Cc?3CaoZ`
zggdA?EfzY@fTTJqkieag8GopwefbHHcYW`rWS!Pja0vMs^0z{}v_HZZ_{IFx*cL~q
zWgc}(?((c8KZBX$Y%~u@i5W>BUTrY=BK=Q@n~y=sbaXo6suBm<9PqvilU8ZWeNIDE
za9hGmiZ`hx{@AB42>2**hZ~P<ve$co^63ZH+jZpLp!#V&gPSYxhf&o~Rz6R2KL*Ap
z0GY?>NXqlix@t`}+cyqk&N?WJ;YM#q0VVJe5>7C}{PzPL$B4G9k4M?lO@rqr|M#UW
zqKMUp>(6=r=Uy<dTkaq^uo)gfW2l4lpWVW4O9-D?)H5m>W5Q0x$N>vO$ty1sJn&Wo
z?U%SNZZw>Gjj7aO{P4A9OiOdFoAAdo@oharzBHzNF#p!#_dw52GT^ZI@t7{m7R0{l
z=(|CTvEPSZY=I52t$BU4L?`*f1iJM*)Y&}3Li=$c6U`N;lg|Vj-S1D8<Y(4Hmb-^d
z5W%|?{q}o=EyS{Lw|<KyIm;dB7H=2=9-89dM-~PjSc+5cvcC`fpDAu)!l}NV4K@sO
zs(bBtcA@d0o1Q{YFW#BHBJ1lv&OxcF`Wrb$g90oJ31#u(8W(_YEn;n<)s_0Z%#X~R
zAV+SW4;d@+PDpcv&|~d?fYVbh9q%+(NUzDO>^=^XhTusI!FvOS<$ihj&A}pn7)=eS
z$>3u(I=dCxbjib0`ybVPANDcXoOp<16){7;=k{xSPtwCGvAq-$W-D07g;#IgeQGBG
zTp$)24Z1s}V3q_+uNEhDWQUf^0?h%!y;$^zRZ^#`(Lc;0<TK%c*8Z7<IS_&Ci3+5|
zDBJ?z%*^q1w<Z;yz=q(Fn`kL!B!jz$UNjvA2EmUyO5-2jj)~qc4rQ4L5SAJ-Bl}MN
z+iV;o%z-?O6CqRHpiDA1lBjw2Z^E2e=D?R_U!pFr%g)hWpU;(dFuzL&18k;WjqH(q
zASi#~r@+$OZkrT=;P^aR>ObJPVb2E_W(rt#66oxx!5e6~{ZPc#sPpdjB6<D!xMJ|R
zx0Nl*Ef@S5_$Fb|w!r%^ktRWdtCQNvYi7dV)VRFH&=ivl4KD_y8h~i>H&og8KYeLs
zh{zu!eLv<?)J4_SEs;q8;R?m`XMm1;G5_uUTRU>_jI3MZ%|gY)4@}hK#BbXwMZ&C1
zPCIBJc|&h$$BR;ie`f{ui3r*qe-CtB_ni0lzj%Fm=fC&0GrlwI`n^`&Y~f*Dd;0Qg
zkMF!*_#Wp(o^~i{<s1n%M0_b)grTC?3E$LMOZ6V9VE%18*2Wv_XeYsuLqdIFCj}J&
zp=I)g@Eg*7lU-5bIw~hVkS3|Dslgz5n>=@|T3cBmO=96{>b^QUOEI-En~zdAUsZMY
zsbak@9y=Z8AZ$p@Q!7gw@<936Ho&5!OwTG(<XBXpt+_14!FxCzW{4hcR`)Jsn-NbL
z^6V~Rl{=!CDgMo8?kP|T9`?1k953*CLRZ(#3g1?K^`Uw!s`9M(d1~@^AEV(aW`p&9
zXvtXI##Q?amgXu`{u(v>crLB1Y_;GO?|iW*PvpocH%=$E>pZ~$HP8qe8shnIcLzd{
ze!YKi8R6AzxY8=0wZ(Qma%KfzBrU?q)(jJU7<ff)?i79Kz}VW_L_iFEZPm;M@8+|G
zPiiSgeXfLg;C}9WY^=B$<)W3{Gx{#i$h;e5qy|2u?7V?R=IwfDK&t|<HV7`e<MvV3
zrd7!F;@K~yOpTQFDbB{f4*e^-vG8yh)>8WyLHCACU1PvyJ2FQY#FuXkI%qXjPf(h_
zeRt|E$Q*hMF40Z80^?ByS~K&&iKL!xZmx`>jAm@bmcL<WZG;87C^a+1qP93jpL7+N
zt)**q5kT;g#`)|bJUf{Uyc=gq=yLD{Q=>H}HgOg$BH%~BQ_lzZ`)`u^%p3#lRqa%>
zdL#k5R?c*0s*U^N)SMu@vc|=YZ;=KKqI8ps6D||uCtUr{$Lck1Zk#NWlyrdSk=G*D
zTzkuUWd#jf*ZQLGoXb&uk)Kh>FMGlT4VgJQ+PfsS<=}xzTpFuVOo=+VDh29)=YapM
z&=VBZ2K8$iU@D<nh*-<nV`Zju?;;-zCLFT~848&Y`uy$Z+Vxok+f%&yoJxJFgPDbi
z@er?O^ECnE>E=2UU*fD0!D_{=pQsiUXA1PVxDYX{u2@m`^71l53n^`gd><Po_YaM#
zF`?l>*ql)}_wy2vm!_quZshdpG*D$EqJ#!1{O0fTg7Z9h)uFQ2#^yYs>cDH|Y&Fr=
zzS97a+EyY=K5FG~QBAyfTedwj(uhQft1z#Hed&TMn6Fq@$M~9}MfvV#{f_bB8ZtgA
z42_(8fr6b@lqb!|G%ZRZ|J0i1#)C(Xp0Q~|Aw%ax7;^eK;Fb)e&?++G)beJ(1&*7t
za=UNF?-cKTU%klK>Rnj_3G8@j&5uGJ;%Q0{czQs~P=|F($qXg$F#Cbhy3@fDC_KLL
zC_x!2=TaSZAK3|Nr?S3YX}HbPJMrtv)}dNCsq}k!<k~vz3*UF(n)dKNpaJ%cn~L0r
zq8Eb3T~mWQ(8?}QV-`9awrPPIMh;E~$F!mWpNu&zb{^5hpCiLKrQ=~@W8nUNN<=#+
z1?9uFG>z#4`ku}wVe${_BHo0Egip|n1a4u8V;LrETC4<Wh9BP(QDgR$tS2GHYQw}`
zB_%VG;QQZ|mAUEk@T>0A+$Xs!1D^+0=qUzw0R|D|bMPEHl0>5+x7?bC2Zox!;P9T8
zKWAsKTN@i2BbXTru`n^6GEgv>$*0R|jeGSFC|XBYtDNaRX{EjxqmVvL<M$KRkTyEA
zu#@(o@4PJkHtvJ$(;$&sZ!UOPVzRh5!ko0pC}<hR0-FHO`7nNBPNmsfY*3$bN~kMg
zbQ7E5YctE4)6iz>lpDc7Z+#~)e~3H&q>d`w=Ye!j{W<ov)w-&31W0iEw#V_NxD8$^
zk~lr?dj>q|nd<NJ(bk%z9;?V0I>Mc<_I^HGwI!rs2|TI4ZJZt9?M~bJ-NaD|8(w+c
ziibGHYjW+;>Q!XOuSkDyrgcG8&{A`!m9})|8I1ts|Jkz5a?1z4u@#b?i6_nUf~FFl
zDcdZuij6l06imCghF)+hiT+?5hNU4x6OOULW>tmfgb}P;n{1Cf<iAt5_XYRe$bCcF
z(2WOUE`A;T5^8zXku!|Q*XU?;9sOuj-4_AoNaNHksWVYuVbO@$yhus8S!qLi5C+Gr
zzo(mgqeuQ&dJ*|{gp~1$!;Mx}V0Rxf9`ggE@^H`)d<&N7SU&~ll{&x|!yO^xRL-n0
z`vR6@k%|pNS?dq^41RdSyZ^t<8Xxsn^YDcoHN(hTg76#B^UAfpwVrpa56luU14424
z(c@;h%^i7w-<bc@y;;7q-tznIEiS=z_<+Lni${io+xocj2_|Y6W)v7BCz#b=I2i(0
zf-tO~Jv6|vz9>-<CSE+Q-g3>N(L`N3+nO|Ap7@f-{?~gfhaka=9kjrk2YT9A8SSyp
z1=@5Up1k2Y5mA})boH0cd<EzA?3z^e8=oU{^)|b%faQC{b!?ni$v$(~JI1Y)_6YJ<
z?=^n@hr{Fn_ml8275V9ndYjX{+gpa3$BP9ZlMUO){68JM`%ec^0z0qcvUe@@364;B
z>+v6>d3K0`&zkoxD5m>t>Fd=D`dbs2cSu)bZ(|ZnJzQCj=t+pt3vS;f_u>m}axp)`
zio?SU-Ho3N+-#M)xzHQ{I<LGnVa|LJpM;`{ivFqJ2n2afPN6;$a?gOj;uc6UCLRRj
zcc{m~-?|(;{{=5Qn}T0n2WQOjYr)?Hh#hRu%pYmo8Z3pX;gg^*{!e1RmgozajAAAn
zy0+LdvI#6k)aQQBCk$q4`_5o(n}~Fx(K51+@L%A<e<a{LPF2%8`VdO~e-Du?|E9D^
zfsX|Jm)6$|F(nF>%6S6W5NQ1G!^1HR+?)t|f*v)nfou;a!-VOp1cMvM*fYNWZ?J_4
zUPhNICPeD!11$tXXmB|C;|>`6VH2CH$^37W1bi!JS)$9QS;6P^C#KanNNcTVF+&${
zN_h|kZGXx1kejj;?s%+Oqf+Uda1yp1N2D2xjK24?o_IZg+xCHhfWOTri2wP5K|Ge4
zR+iXaz&}v{M3(nu{eQY8{(p5V7W`=4B7fN7?+$Wp>b3tsyVv%?GTeN6Q`_e))Nw8R
zZ)Pt%1ul06z16cbgrtkK-KEWGx6L(%NIH9><xKkcsuU%IdoOusw_UIZYOOk~I||n&
z<wS+L<2wppBpfkiK+5FmQ>qHO(=Aa5s4An+)@gk0A$j_=K!+GL<j~2&nQdJq(k%7s
z`4n;f8#43e9A=oa*ds*)m|QS=G*#u$df2h!mrRc2pgYnnU%e30OnGA8UVi?FAcf=2
z{&1B>9pVKU65kg<(a%s9>od(k@MGEIDmMD5yN9sG)WP?$$9bpQi-FKo5KHC@?kG$#
zv$R4`+t#}&{(fg>Sd8FPwemZ?N>k3PM$MY9YI(Y`Ofz@&-|c~iB7;aRUp(*#>W-Xm
zGLiFEq55%jQN7*qnRC>|WgedQzueAuBV*CPR6I}V6#Ur{)Zy;GcTBF(S0L0Nw}OGq
zUkF7yq%DGo!%$T1xZ$=`<g-E@hzpdi{Er|I8u97HHsOv3qCzK*9TvcnQg3*1c9`&?
z^p{KjC?cy=bqEm=gFqHJvI*f>^Rrb&#Gg)vSRXS~CI<q2kWeDs0+7`ln)!tgSy~76
z@4)Rd+9UM7Xz&6Ez}Nma*z<S~2K`U0cS(-!M65q(J!*M$P?B0DYQFiCuf6xBS#N-x
zkp5Q&am-I#AaK^iP$Q2?^?-X)B3KjYo4L9=irty|IY(r{<HSrHmoz=U5(>b5%ITl6
z&dM_@C2$J+j0$`K28D<BlJmpnAl9U5qd!<}Ix31nIy5m&{3ztQhi%geS}!{qSBri|
z9W5As8!9Ou_hi3W{xQQo;WunBz^&{om6?uagVc>Dh;c(BVzswhYZj>AsqiXQo+{eB
zV#{>{H<o3tHMMaMv8X1K4Uq^_7J7#I)AiuhGzyQ@Fa<11P-Bt%Rl&P-=p}6LQaI1(
z!~&7>_fK3IN?O|w!W>18z~AiVYjF#+S1<QnL>U9lpk(?e=iplvrG`X~8ERRPKd9wp
zl>iC#X@!Lzc}((?kw3T-_vHA{nH=?$W_4`VgvjN~(26l(LX27RxDsfspsP@Pv7&zf
zRH-@S$>m;xY4m^c6ChGda_n<Xg;M+cISZPn=Ac!whs!El{Yhejf@QqPEWwEyGi0)7
z;h3lz$rh~5I0BlY$w~;X3>OZvK-ZB4zu0VMI@oWyAVP*csU)eniza<y@UuZTwt#cu
z1kd=~s+kzmyyjL?*+;=9tqC))L5v;UDO=}Wm3jcXJug}Zcts_{M5H0Jm3;0+$42P#
z*jc@x0^4n+ld<8>+asESKR5w#W8qK-xLcQe1n2=Rq%B<`{VG0W2(NmOE_ZHTlvtEq
zQyTm;fvi%V2$Tkr`2#1sSASM*;gpmDHHi%A>p8uW0539g)VP@NAy{*`Aasmi&LAxu
zo;PVjA?E&gP-=6O!|*CGI+GJ7b?oncYN%AH?E+slVHD2>)MLE<E+|ho^yLuys6SSZ
ze`bR3aEO@;SOj0^<7;(0jNRv7-;%oooew{3{yRBxvnw26oMKD(?P4V*r=99$sq#@r
z`_`z*cK>1KkBq8g<S=B({d;z<aB)dLV5UltT{T^9?W#qr3T0@Am#F!pA}JP2vmTUk
z)I`5GbO<pS-r!B&0j~K~u_h~R2e-;_Bp7jH%&RQf5=jN0gJ%%rA6n<>(Ja7N3}ZDG
zC@?;xi@HFHaAwpy0vm04-7t6p`$?3e#|UIrJ$F+bWtI_ILbTWRm6)715ziHnH47p7
zLd(RP!osCGtMM+4qqK?P!>Z5RNRjE!fI1HXq)GF{Qk7In#Tn1(8TFvj@T&C6J<mBa
zMP;edjGtR|4uF5af`$2Cm|ZRyM9JKU+bm_09m6osmxxe|2%qZ6j@f^FGwLlfv|aYo
z_*>v9u5}R0xMizq#9&ggyG0UO6|hL2ehcWjv9;~Q((Ov;w|q#V@<04{ML~4Nrxa0W
zKPg214ECTfx8$_oo1T<U0NB2v9?vTg=;dXTzvvF?3<IehFz};Hi@bi8LBD&#kC_hh
z(LbLpBZ$yb(`_HBA;c@0p+`3Uf`KfCtS~y!bG4AHXfsBc!5=sctn&L~Qk8mSY#P*=
zq*$YWV1M<+#6s-Ux{>U)Aux5SPn8xKnS;VmvV2>kw^d^}3i@TDj1AzKy4_m80L`h?
zWBfDsOAI~i(-aRJa;jo%RFCb5%2>#)@JE~l`}rQ;(h^Akad&*5q1%L3G9E@~6W5aa
zFd~}@2!*z#TV&sl@slj>e3cmE@~UZU)gk@-;3;@YW=kU-hU0}w^eM5axur|%gllwo
z29Ar&5zRWe7Tp4JnEh;fQqw?Z)~|>_Phk9CE||1()_na91`!1()MN#<DJ4V|DtTQu
zs}H`OAPQs}MTD0aF+ZkNo~%@x1rt8ZSStg+1MPz#LlzPie8Y?fDdCs4iOw|D0A`FA
zVt%L<Ij>W;I$B|K4J5VZzHKmDSZ`QXe8_<r<q(I6pt05%`3zZc7nWz48O<~S;&I}!
zio7AA=buCk1K;KO@2dx*?mPE0-jq*FJzhBAM`^tIm?ROdWk=CJMkCRi^l6tjuPsCY
z>m8Z#%w&+za?JLbiw`0B7nd$V^F-4aurEG6Kj_mYT-Wsau&ZH~>SK_+RF*@2S{)Up
z8v;Nmgc@vJAvWV$GF%m4y=&u6pvrMfJD<W2)_q9A$0M+D9he<LW*G36JiG&KjpwH=
zN05c&x=fWISc;_jNts=dGo%91GP)_;Dcwk^1LY0*^qOGgG?6n3`leq+(jdyT3U-E6
z)<ps@jMr#HeHdW0Rq00>;3TUQ8g*X=Y0j8q*f>9Dn0%G<hx`7K`?;T%8#cI|+H_d3
z;_?pr!3!u%BO;ga&>PZnzJ?|_L`&HLFrEs_LdGVcwBWJ+l;mh159W#2h~OC{O48a?
zt~3LdHu5^**tOfFx#~*7^vb#lKyu(9fJxzAo(G9+B?k3asbD*r?_dl68O|W>apG~$
zM+OGoo&@lB0Iq9SL|gxPOXt$2D%-(_tLbH!HxE3p<9r+o1sIQe7tEnuwivC7l2IDf
z7stR>5M`pj-*nn%c@cy;*825RTOI`Gh#Nk;%p!gr@CdPI)v$axC>A_k!CXNaF~O9Q
zl&cR6L@8|d(MMLcMnoZCz)|}VHpWa8dCpir>gEzNd%-}?;xnMefW}cYF_6!+YaU$I
z;IJBiufb%xA!<mjVJ<KWy~4mFD}y%R5?ilkymZF(G%?%e|9%G+;yQgVL<n;3Y3dwl
zO%NFuX{tFKZy#u5%jytILWFUxaYLoF1w<0~YkF`8o^qaMek(y*fV6=*J~@Fygdm>t
zO$&2<E%{W0mjgP|oL`GAnUa&ayU@b<x%U+1@_bXM1$#|zW0iR9Ll$MmZP#0if1Cs7
zVp|)-EVStvpNHEEq*cHsJViP3v$JWejS$o;cjii>QO#|CxKmdCI5mZv_xlPYNizfU
z6mGHDFT26M7x-KoL|U2sEwKAOMIOD{zsa>%Sz@E55avt?SK@g}_5{x()zd-x96&-g
z7TkO-PpK~X;xy3V<EnI}<#-}pNYC&3@!l>T%fQzgie!syCAnv_);N3E?b9?d8$8SE
zjkY*Hf2Ne7Bo6{oQf4huvWdQy<#jM7R@FNVd}{k0v{FgYFx8az+{LENPUCmHgeZwy
zp=e#1Ra2@{B)`TeG(0z^gjOVCO9C8nX#pFvCfw$#G`;bj9A=!j6XS~Z5CSMTcvz|&
zCibIHxOEUp6{dd%ks)N@jU;JBk}mh~%=!lL9()Y<9ZhGLH{(3<19z5;B-q6Qe$zMd
zh#<{0(vpTM7-E{}0j?n$<HC_H`J&K2?;t+1Z@S@6viU>qEX=9VT;D(Do7HmmA%7ZI
zL2HzpCOcvomdBrb!_KI;X~OUh`e;iaRy9Rv;^O{gMPIfDx=)&Pay{?z7k#B@aiQ;b
zwUN!Ql}OJZU`UzPy{a%A)<Vu~^7&U21{Q&EY{lz{k!F@l#0%**rbxBIH5@y70O;zG
z03~~Ed>iz2-+Gt0`v;r?*VnIGJ&{I!<JPfE<QkQ*dfDU$9+Dx;lE3ydACqDRjxY+o
za+H+J|2i+aDb^JwTo?@u;Kmi>tN_<(I4`=keTzYyQ-&k33K!sPa@xW%PIE%wwQ*_I
z<PKI4c#>-&^NB=Bidayb3dYWuxFd3UEw&-nvpxMnkbD$%+o8iM=9pmky;k~jq8oVG
zz1g@bBly_VetYPjDCb_OoNbSo-v~+Y_xw@v`##8~PYkm_xU=Q`c5L9F3&fn>$bDw|
zcpzl4qSSHxUa(xh3i-7KCtUPZZ<-+duerLai|Xg_-|4K~@MZ>frBwowS9TAQlp^ou
ziJ6=PF#l269p0aCU2nx8x+|=tpcm;E*&mbvC{6i~rpaaB{y`>+eAMG&Vf}p{dhUE9
zP-k|J32kyv6Jf&z^gW<&ie98K9!R*qeX}Fd`tO5}TNbnl3Em7yqp$tLlnv?r3$Xtv
zdaTd?Z3zyviR}L$BsdAIRe@V!#()|)kCMR-0mPLAdZ;7W%KLo!eBr5-PK04o9)rNS
zH3Ge>dJ}Ma*l>;ae|fKYfqLKA?P1neHM2qu1S18)QYiY%KNk7Gms!P1{9msbkf^vj
zp6z{D(cucQIeg1!uGN3?co4Ziyr}7Y@9*FWcg%qNpaW*^Ajk?9f#-Ue$>J?!)wHBO
zT#le{h^a2FX=`Z--fD|KSUd_-_th3T*6BV!M|?61pUy>CHb1I~m$UE{pIrCI<Q2#v
z$P-|Esf#W*r|IYcwE+or@_*E|W`48f#se)5c_?4ku;*y-ofSFr^Kto&B8)DOp5J!g
z-G*qs+kN{3HRAf);pK7BAoh5t-DCFrd|u{p#p0UxczUyfULl&OCuhbsH$+QY=Z8<#
z#*BiEiA?5>V@pLt$OxmIhj+udcU6#o)qHxTcZl&S-__X22&v54--#^VM4wGwP-8<k
z|6}~830VW2`D*~Dd)$hI;@@>>&5eMm%jUDHrpJJcEJc-sNh@i|)=Kd<>Q>r2feAi9
z`$(xB9e<S^L!^k9zn=I678a<rvQNOe={80w1KKm22vx=T<YSw1+N!q|#SG(GSWiXe
z3k_9XHoO5yB`W}a-p=+>$Xtodm;va#gRLQ8(ad)_8~<KLBbAeWSy|cA$!-!X*tDM!
z4V+(PP%uQWr<3CNp4$mJPQIO9#qGDsneei|&rlG1!*s^mIL&5b*Gt9_bQx)#jZy>M
zp6`n;HdfYN2;HI3Qz_W=>XW>=0Mx`52-MV5{sls=AG`#!xU*;s22Y^@*csanKFM!P
zUyrpYA3d}#=4Y0!N2)bF!e5wR<?ZAQO+z|7XFTSU;v?2x>r#}ynKF7RG<9eCLMZdO
z<1X5G0>f=_PR+T(4RozuA|yq<0MNr^yuerr%fe9DF#lleBh^OI{YZqQCM=FvSMuE1
zA3+F3sf!po98x(DmZC(>u37Zu&|HNkya<#l<ZBP;MaSyU^9qBw)W2GV3-31F3Q;Za
zA`AVY&d}`a^p(uHq{q09nNQ24!gx2We2~pWElsHfOro1K9CH4@NCPfapnyvqwDUm%
zS1U+O)aokP6<SMkCx~lew9}5$bqE{ZOnn2LfGeS+^^&Oenx&<st@oIC$RQDP{w5)(
zD5j1$DRgx$Qzd9E-F1;Zb!&Ssd!w`@x}FYljlZ!nkR~wp=0=|OQHk%u;O5SrY3dU-
zunY9`e<c(sYKF10<bzS|1zL=JKW2`a_jMEoLs%_hdDGmja7ab$18IcL2JQ!LK^+EM
z!h{^#S4J+TSRp*$Kp{^K=$>*3y!3Z$3&_;nF|eZD(5Z+Rz(YVU1n!}qfD*+}gkKDC
zQc|Xl5k#x9%7k2&tPI>yPw2zW-vV&cw#-fIMEUmoQ?3=P)KeExojW5|yCoL*BUX`h
z75jMuuf$rSz!}Uim&Sz+tBN&I>x#`yS8sCEUou`Mb|d;rw#lw^>!6F(Rk7+O-ZnZH
zL9#h-g%2U@oXO6z=e#9^Z<vu%6Lb2f>&+hasY?}Ps{0qhE!VE~0_*znjCI;sM$Y3<
z48bu3uFht$N0QvG7>kQZ46phCCrD^`%c)=_f#;)ahuhDnudhE>v$~#NS$}i-A~c4g
zQamheg+!lzpek+RSSEHncoi${W`GHoi~k5-w@z!ti;YDe7&F{d=1M@6Rkb(K)!vqX
z9-byYuURpNO;mjbN*Y<2`*_W%Y@xB(<`p^m>kA2lA;HrqCGF-a=eW&Ztc2^NHpqeN
znmJ|nKCZ3pMMfRjVmQ$m=9*1F;e?rTe#0{onlTxC_oofirt+GXaWcwe)f8nLUd^TJ
z4{nN<<$b*j`C2aR4W7(;i(%_HL#t}Vw~8oX-^|9N9-g$##q1i)^D9bLwSa*5c|ux|
zP7oj=zxMH>vi0?R%SQGJGJMG-r56Za&0HG`Dr9!U!`sUY)o{z;rRq_hcSEw_HjcoH
zSJ&AB7#chG@$z*=NyAr&@|s5dxP%y|q5?(0ZcoY7YUKePQ-RaLl(#iHz1A71-#}Mi
zkENIbuwkEWG1L#EFv;y-fV;LG3-e%}T7BjiJeZm`opn2lN#*b(KlEPJD!QGO_#^=y
zep-+v>*^N`w*VN+NP&k82x#)SspGc_qFTvb=h}6a4*!}4Fi__^J3$N}CNU=gJpg*f
z7&1&OYQ#?z2u#ClwPMZoBUMdoROa$9L2&|wp{K7SOi70D@yB^K@v17xd*Id(GU>RC
zDDn)7|M2qK+^JBftp}N34qFdvqr>CsVg?pcyD315TUONv^-+tiOaq0T@B2daF$EYv
z*Au2jOIVih;TEZkXM;iCuiaDf`82f_;oPjI!MSg{znrZ}K?fCCJ>D8c7kAmQ^&#Nn
zkzV3j8?uDS(&~Hp#Iwg15JZLGr>+hZ9sT_eDp5Y_S)XuwK>JTl&t_g(hb+Cm=SnBG
zE0l8T5!JT<Sh>2|3zIzS2E?p&);tL?Y?y})VSZ@oWaQ;(Nj3dJXLvoAq9Y=Jt{)C{
zFbbW=#E2Sei%{w=t~L5-=#wBv$&e5Gt^@U=-bz!`8R(45FB>$p9(Y<CAM8S(B0%{g
z9khhCbzR8mmpILAm$7VO*BM$Yr?f><^G1uF1zE1HewlOS+9Y=}W=1%XpNGvPEBiX&
z>cjVBCVR(o_Rr_A22*g~*3aWbQt$>qNyfGn9E=1Q%F4R7!R`X?DUKti4XZ}s?s&{x
zKw)$~l%X?!IlsE0KeP;bU{(FBNfiyCF$+YRm?GHDzBWA}1}zDZ!TXXSFPC9bhR@RR
zJ9JD<o%R;rLXh}6SH7;EUZ9SS&gR-e#Ad*_oczn*-4vwU(gXjPzBRfl#8&tt_4DeM
z$NeHO&|r!V6Z1wGIe&v6_|$XzxHzEW_W)5msGfE4Gsdz3koO-23`AbA_1>$bPX@g%
zUlD%vfBTDqX2q#SI-JKLGg{5ITZ(U5I4(3a>j;eJT{I^TGNh@R^ui74tL;VTGZB(e
z$0L`)QlDB>Kzwz}oW$ZVAr@&asDzz_7H5HfiF$H3)AXd{m^fxhE7X?(Ykxtca42R%
z2B_@=;w}?F{Q9*GqgY!bYn>5k2FPdlsUZa~ixhFQn-}Z58Cmx$=3A{5M`B$gI_4OF
zP^1(SdrRc?q0S%h#!zw?Ity6tY3+O&ac9dm=su7}&gjbXK>?x>^}b<3OGUJ78rPs2
zwZddkv2Hrs!(c#$f(cxhV^8Q3@ZQi^s_ee|&;o96f0^Lh%xUC<4SjJtl>+1s@G!e!
z+9~KQqv-<E7%RijP=KRmcC}3n81Sx>UeW11ZDT5H#}RK%z5YB55oJyk5)STYHkgao
z@g>mKe79!UOXvuOl28m={2RzQOjJ3VNm(n}IZ|e@*C4-!Ly{r8L`<q!SM-cRGfx|g
z@S;OZRA!v3p}q@0t1Rz-*+}z9Os@AC0(#SwKl~V7%2h^l;mt<}K?MOhWh!d1@?-T5
zv5<1%6)>7@4Ek<0o7mz_R?t2sC`%O$Dq6QNos6$GRB8SI=((d|+o-F=){xu&0c*R|
zE_k`_31hEZ)QYM(jY@f3H=Pn4^P$$dp>??P`X>R<!MG$IB#GOc=HcG@Bi3GGk$paR
z4LY9)fqpHSESuv6>#ET4ntuC;imHMLwruispIUs{Ss>>RzsYv{?YXbb?@9T5!}(CQ
zfU(!z`?Ym6x~>NhjC_T1F5O#fw;;|l`I5H!%o&%}$mIEQq%3ERXKG<+A*J1}W`Tow
zVh9iVCi(*|m)2-}NKH~xxE%q!)u3=eSPFA}Ms>Rf<uqF_qXp?^;iqgn4UeL6sl)e~
zyg)roE;WMbyy0zjgc2LSmNpC7aMQ9R1XAXnjt(pRzqU!XOH-h1CgCs7>yU2DVJbA|
z@W4F)J*xmwoIR~|->C4W@#iE!(1xuv(H<G7&$$g>_vv;^<4hybIye}~X()Osoc_Y2
zkxNX=*52cl%0_mPJ?fVYRaGdZ8*m$}x=M(h=@F<OSBMsd9ug;?-vw~EG%By25~8}d
z8=al<YH63fV4@nI*-UW`qE6Z@0WHm56rd)%XGQR0r@qnWdEGAh8ylkT!&07Z{VXSD
z5dsb7M2tr&D+pQ)+u1R`vQ+?I%>R*9;0Mfw*8VR*2;#}?n;aO-A}GmzMb|ds=I$|6
zlrYs=_+7iPT$0xK$-GG%>Z2mMn9~g(+QL^W!(ASrVldo;Echq5HD(S=sO@-j$NTIM
zN17heJpO+&gV_Bukn4%^a2=<|el>|smXXZc{}z@hXO8+LG(VUXS|^BQB#AA7eMa*C
zE-di{6wJuLfn23yPoRJkrpWEZi))y`|5NSLq*6zF-P*`;V&H*><UwQ~(jHKNrMa^@
zR;q##x4+oV`wvL!>Wk3?CX|R3AZEzz`v`rLoVx0Nfk(^eI_|CSB0^!wlp}Qn|EG|l
zEO~UR{Y&S8v-`h;!|%9!|3Fs*@qbKMyqF~Gk|e0dz5%WA^#6Sj=1>H#Lxr&dRl19R
zEv-!oT0sD%I-vXfe_MhGJe8qBNr1*D0{sy%s`0|I#0OLcAtSU>{}&PdgKk?3l5Zb(
zNPdqWlP$%8+AE|e*aU(90j={CM%^?NGY7-YnpUXCMq@EtTR=vglDW6@+C-yH@98;x
zb~nqvZ@2S)^*~%LjS_{M7&I@?vu{Dc?-6KLbMi&`-<MG&3-o+kx46OU{{M*f=%}Iw
zGbFm!R}k)iw~cZH0&{!vNY93Sq?g^N4<p$(EhqG~8=q+TI3_ei3d+CTh`LdYCGrUo
zKQ5E1tcIIkJh&T(Ps)8jXYdH9Ee5v_br4m|i^2o8?c+-Xfi|V$jeJyQ(MgX%1i<>^
zj5tuMAq(sm6pZzk+1nqE)~M5ea9h9e`~T&`!nf+uE5>j1yG{BGL3<Hk*Bc*wF2YRq
zQ*xzNdZI3vw^@kxqd2l}%@Z1ryp1r+(55lwqDY|z788-@34jT?<8VjV2B@(Z%Th9H
z0h4>;bXen&;6xcB9EiqO!Z=D&3RK5`>CED_P$!ofZlRWVaaMz)ig<Z_5UAI}?}C9!
zknFsvbA%%%a$kdpTPUl@huPX;NBlfpsgf@IwJus=Dhn7|huI;_ljlHb7LGNw<L;VP
zMmjT<MuYHj1RAs;@gc7oMhUA{&x>sG!v9~IUG2TZ_X6tmUn@(^+AOga6gjRHAQ~Gi
zJ=h%Yi?K57I-GJUs}n3S89!D`#Bo}90O;`K71J~CWv4!yfC^*umU5QiW*e<$+Ua&x
z4wN6H-)q*Fmb7_f`b_!pZJ5+9b^@g1E)k|2eC|y53Wm{#i6%u$n{B>BoByJ0maPjk
z=SN5kkWGQ$D%1qvYlwVbq<+KjhY_hfN}#-EMt*$Vq>~f4L<=+r*`-aWTWp&M<PKZd
zSCP(n3b*QlmLem+ElY!^{p8kx6p?0wau)uMFoLaixj-?)iR%3(n{*z(>N@4m!TGgB
z-K#$!hc-R${2js%t$KYi11M$68*<0uv=-ktc?*18L6!Xn2XqEdf}&9`-p}SpymD6I
z5@UZFM%e^=@!-pd#KhW?W5;QoPuf;u7i;O=gsaF8EiVQNkxx{36Q|J~{`I70RkPkN
z2FJ*5I5*=<cMXOVuC`p=xU>#+q%O?b_Tof^mb8*TR6Nn+w_vIhamxD9DZzjWO_B7x
z_s94`wD|o8aZ-d658j0HYa;wzCPdXKvw`BX=yzoob~-H^PXCgn5FhMe)1rXRaUACD
zAsKdx)c=FHw~DH3-L`duy9Rf6x1hn@f&_Qh;O@aKxH|+0?(QDk-5r8^@Y~6pOZF|R
zth38`IZxw-!sz24(pzh_ezm;^u{>97Oo>9StH}@jTI`Hor?pZ}{B3A?Hvk}b4i;GT
zj*p<xiSUUhaFdbv>`9O(rF;2)-yJ!JuJlWLAz1e3>^hJiBsT_k#&1b6l{Dz1!_PTx
z3B{y;x;=flMW+F~4HLj7Wi;{0a0by3_H4}5I;oo&l+*Q>3AV@cx9A3`fPjm8dipfn
zY2^RG{cPDPx2jeqtrmW-rCe%mDSnbYO+)E}V_o^L+xYF6zr1AL*Lj56P4<2MOaIeL
zM$1RaWH93oDrB;qU;j-#Sum`3Hy}%P*Bv#2Jo=MUTYA4^d1t3F+ps>>Z~L@mtS&HQ
zA-kM-6RcS_lF(qi3aWHU_HsWcaHggjjiINj6i7LEU|~+`XNW^p(8b~~K7l_9+2=}_
zHYtd%RLLhO5t960K^i2ui0abtuz*MxG&$B2|DFU+k&D2HSA={mhUTz9Ave}ATggl&
z<Q8JYfCNqMbB382#8&qT@(G~+fW8am!CY2BH=)OYH!eyzv4XBG3A=qq$<aHCx5KQC
zKY?Oe7Wce@o6PU?ON2;YnV70xJ71QCaL@xs1?u&-=fG4Tkr%wc@&}CAcHW{Q$h74`
zTEo1qe9ooQ8T5n|uEeFnB7=Sa4VNYP7E!+kqjRo9GCP%~4<}Bz9v(O>;x@6Kd2CR`
z?LoK$2+QP;le#N0*dQ<#xM<o*6GgOG&3<8`0L)W^`?ZhZ;x_3Ze-OrvY;^I?``7=}
zW>J{bSa(Y5HOiS>vD*o8de9UWWoc5vr;fUn=J()V@gU`tlBn0bTZ?6Bp=j6m{_f%o
z1uIXAH-O6m(t0I?9G%loV=P~($Y>>13G2g8_3dD(aEw%KFp~zR*C{as+z=5~&K5n~
z&-zvGOvGssqG6Nwwu-FOopR<GruPhoK2GV~r3&iZ^`&&}Nod!UVW`noO`_>R*{Hcp
z=F*t(vmuWyqm(G$4=_*izVyQQ<t36M5<mx@-)}sjSPELOSE&1j26?HxCnZsU&?VSd
zV(O!cQ7prPgA}f!OL<7XqRIu~GM+eq?j)1Wf|go;P~n<=z<X0C9Se3$nQ{jmIq)ej
zGo2YO%=jc|<~Pa45Sebzf7EQl@(q5@b$YMjCFA(Q8@EX@D&AJK=>KM}i{icfSyIu?
z4PW{n-E~6;Rh^Z5oaxfv%RGHzkG@*O+7#H%2|6_Tuc`Sx6PFv+79*fp1p1;HJ*-Jg
z4-GQ2rMi82ahigx?>d2+ra}vGoXAba{ZI;GwDl8llGqtC$bo(mevCl|-Bg3*YiG!}
zl3gJdIS+lm0ArsyOULiThYN_d_2AeSu!#MZo4ab@K?SVjc=CI25O|Nf;6bivR?G{s
zhy{L|zTZL$WS)d=^w#QJ6+4+C3p8jkU_T>x_>N_WSP)rj`p$^tO-dx2$a+{#&AP^#
zs)4cD9;@ZR_SiCg-iC31b~27;d=z>2fx}|gAV<x*p(+}?`20@&q1Twyi=fISM5bX;
zebld`GvvfxF;m<2c(ZRNjV4a3%>2xSX_`UhVI-yYMRpNt`p<CDUsHmy^}PGP+xIa0
zMPLN(mlg&lEh_OkIR&R{C4==rMG;Kw(MzL8hY>*y!M-djrfbT9#W~%FVt06*1}=NV
ziL(4oZB7LhgqZ^2-S-q^73B;D=N$MdKL`VlWkHl^lQst;y(9z*utsS-1fbLGmJ;LR
zBD0GJ)6JtsoaqJlSzoZ1!D=@bW{(`5KYW#?(mJX?tB9ee(&*e%X(>Zj0*7z0nHnLF
zJ>H2h-XSh16cNa5DG0l@2L&4ws=<p86va6O<KB9JeE&R!o2;Aq5nG`4Li9Oe5yvS4
z^e9uICSBHK`1ja}dr_xWl>iBPgy|77u;W+X6v<To>vR=7)xm0N9gKA7+kwY0J_`D#
zG=YlZjEWIt^CV)S?mxd<%FicfqhMvPv3BWjO0QTh6P6rE7IH|Wvvba6esF+c4d54?
z_E!(yfxNeG4|ULzYL@D{0lofoK!?ADUvIhta`In<uY@&+NbbxU>(!H5r@95g$RMFw
z)?7obL6;|lmEt_%dRs>(NZ?b9HZL7?n4x`Mbx&qsIVY%_dXVr582k7l$l_(Nr;#t6
z_+3E>K%sK73J+*Mp)947W6D+WiJ185lYUDHQtQzp=#nIunJO>9P7tt9rz#jNq~Yo8
zfrU0HQpxz{!Gm{}cZ37rMTSCsvH~-xx#UmDktXX61uBpyEz6E>iSKbG%zVV7b-9BC
z<Uul%*Zn3fxme1WFeNn~XDWr4SQy*!P7-geiBll(dJTGU53Tg!Lc%55UcwA^dR|Z_
z9Oe$aJj+6Qd}%_ryqT?&`fQ~1bc_ohe^7Dj{yKZc@ukups_`|jL2{2=|LV8#K<WsU
z$WtaE-qgrrIRE2>VQu5=UmXnYj*AGcWBc5Nx372thJ?<QVG<p|wX|~!n$?zXMTiNm
zj-x4TPKz-r_HVE;7#>(btkd!njUvidUsa_(i1*$kAw%yAqoK&^zG~rPXIf1exWk_J
zB4gdcoFAF}rmo05IN5AzWOWOum|y3Mr;0lbdI!nco`CBF_)dk7gY4iZW4`MST_JR>
zkc0Fr^2ALdu`c0)kN}pg>Bc~^H}wrjKzX_8pVcR*YBA-HP;=&xl;pyccr5Av5fq>8
z<YDeZ9zlu8TDzs132s9mUlpeoW~!Iz22Js1O%(j6q43QBd3w)yd>RF5t4crhu<=#6
z{Tlf%f#}5RFwZL%(0JDV<Ou*xPhOYOTT1~4`j@h0h!X3CMq;-HW%l^<?}sfQOd#1y
zkE#anI(`FSmv3!PaVmh!b=P>F^bfU29XT2QkPH;nZ(H~s?D=mR{-D%1nd}{NiQ+#I
z7FHR(Ow9+g4xg8<ah>+-ssCdt!e3pP?&@7t$$YuT)9}8{DF4R%%WdFAE{${?G#>I>
zP=cO0CI92w#k7a?-kU`OR|NOw2~6krc`0jHYbMsBU4IR*yJ;RM!OUeewRzq}8f$Yi
zM4VO|FSTO-q9(8VwSR7C=;7n#4LTXvACG$i93ke5+2i_@a@pj?+#(hhjba^6aq*4u
z)?|iQ9yzKzfrt;^=H+apfH>F-J!2<5Lb?0^`~zS_{gAos8pnA?*vCBlAGE5U|5d9R
zT3$+4EclR4lT+uH1)}8$(PR(rVQxi76J}%hV~-$FK1iMo)F4+u=OOGoI6y*tH91Q$
z{_uPB-Q3(z?Q=`g8$z=7PlO~x#KpN@h3MDHXnE1;Zx!P;afRt{OJ0LNl9ah~l8DdA
zyZiZYfx`BW15Dr%tkM_}JUo#J5RaOpbjw*52Ms_5lRn?V<D0E_9eEyr4F0widR<Sd
z>bMzWefj@sOxoC?oic966aXed*}`&sJ9VhZe3GcqFA47K902-sX>*49!sM&);XoHR
zEA^IIX&58pz-p8@KsH7*1!CfiJ?y~9gt`{UR<kl@ieUg?kz2?5!}Vt^jUKe6pLCyE
zSyRoPWD2I2&Z*m-qVG@OQ7f|PmP22bKrSmV{p#G1lh8f}su2HB(yXOgDyU#-Q?WT=
zqY+qbX#Ccx-5&ThZ30;%AA@>lv(L11ulycM&M@eN>iIZRzT?r4nwOFZz+lR4n0-6h
zVp$!s*~$Q!=X#}^PMJ;lafMqMO3TvHJSdP#sR*HPPi*E*hS6N+U<qf9hjTZx%dg6#
zmw#hMzP~Xekz(YA=y@Z@mK{U0F!%QED9G<e+iduWpY$C~S-CoD%j;-{^$1r$r<b%8
z<J~kvG$j{E;?P5wOBrdM&5YeNQslTs!_tP8hE|GayT|s}Ug`#<7~8Abf5;T#E~Uz+
zl(YTP6Lm<jHgys4$?&^e^b@eOb~ATMQ)<U(pXlaR7B^gknklQ8%8BBv0buf7O^I~;
zXo72nEzfu0NTP2X1xTdZc^A~W=ano{J%7_9tLj<@#os4z4a^$r+1T6W7R;@Lq^ZJb
zHOmrHK?!rnk?7^T;5Nv3Zk&K9d5#Di016U4Nd1c*iK`u>P?42Rqk`e~3H()ND9GKm
zXkolpxIdi+{p0&5l0v?6=fNZxK>-;y{`RMc^Wgcre#iom@J=h!z4)Rv=c&CZw7DC6
zX^}Dtwve4`4qqm4m1y%6ktD8EHB9rMI&I4|)~EaHhhMq!DaHmi;#(C56{IpB5yi6G
zrRuT7kQ(;UAm9jTGxF=49|5MTEBTaCd8?Ih=HV(r;UC<{#9Y+Wf8a)%tB=L>%x-#U
zC+08;Fy>q|(2-M80(Z%{xFIWdcxi;e`xS5A2$BRD21Wxfsd`K&h}L}2W>5;&4k?5K
zGu#sF`04;*nC|aq7Ac-7(BQoy4uFYl6RBc9J^DP<7Or(gUwacAGDzHG>bnXPZDd?$
z?bJ_j;mBPqzpB!3XRODPF0{OnGF9N&3r#Vmw!TLkRM6IW9tsOAXG18*#wE%@Natkc
z4^L^dc)^7_5avE2MsuFwHtY0X{2M%?f`oH7{U5Dj<m(xozf0?AoNq%rD_OxD21fvP
z<k!;DL*f-dkgVR!XKuO5WSNTcsdn~dUXsVBt);!#C`)3NvPTolY1)#MUF^Q{zFDSw
z7HsH{(7mIiQ_Pq1=2J4Ji1g^u=q5S$)D#snk>7fLJKrS6;)jKxGySy@Xx&ZW;@eHJ
zD}}KQRausuLY}*SQGC0A9V309of-=E2FF34kT7l<fDfgrZX=UgCXVGoxH@B47us5h
z`qeHB_$7kAnc}tZ0<tzxc>>%>g-b_ZZR>ec!_vIUhxOlIOs>LRcws;t=HnPi0z7(~
z+aZ+ZX_qzf1ToRrn_tXrh`Az8F#HyY3A&N^oM&$CQy{E_d*Z8G;|r9+IQ$lghTR}R
z%1%DxQEn9K&am5JY_ZoyuBr_%r@~u1G^p6E3x6SQ`Z#FR77{9UKRO@4&kLOnZc-?W
z(f1cPV%9ePt-aQ)$1xExrv8_uYr1YeE#ogScdj-;66u=4*j#$W<1anEjYMC17e?3m
z#|Er$q$B!sw=}Jfl@mSN`w$3d{~ndI)gK(6YPr|U=2%WYnFs`WCCHX0b2|xTVB5O@
zGh9=~QYcs8e)f)c1p=#s7qIBCT8;noKLJ~RSd}ib98X~MYkpcgIb0@SY=5{#1QxQF
z(t25f(KPRyRhgqCV~lk!)T1CLo45a(;n+K#sTp?ciNQ}u$u0Yy=mZJ50{Mp>K}NSs
z3&r+JQ4xR6xG|<3M01Ss2t2aL^yE4M-g2=f*Erz&YEHt0*uC=O`w84MtlT$^8;;VF
z3FOVg{LkJ(Nn>`4Jvp(E!kb@AoLXGICK;cVZpFfrp1ZEfTx_zCGmwP75a<xfyA4K?
zIezV-*Kkf23p(v&{m^EFf7w@l9c@EwM^J$U@DkzsIX~a-nxvqv>-Zl!CR@2jNS%A_
zoh9eKg1OkWaG&78_&>>+3ZS|KA%4-mOW2YlSs&wlyCr76hMbEpS=Nu7J?=IkrjR}Q
ztjX1uie3<$8i+OrHcwk{LWLhxP)UA__$Cle*LQoH`IF-S_+5nHHS~z)j6#qq$@Ut4
zo15OPz1+{^ss_9DetRVS<W?qyDoyHLb-*-~WSsdKoWeR6Xp0DvR{jT<@fR(Eu<-`S
zQvCyvB>@YL5!>>_`f-~?{TF`A`^P7Qbuh?64jLTrh72pxQx-0~O<{=v)6riDZw(nh
z@U{R1Zza#)<yec)b5D2zCm})oSS<ON92?@<qJIq$llDJqEwHQqbFJ0x)8x$dX&5jl
z<&pk9v2G@d_>d1!qOORvvVh={auEdBeu1)4_0H?~SKSf8>*c-X71D3bq!;(rA45}Q
zpim+}E)<g5(%|?<U`AceNb-+MetXBpKR(iV``-oGmU+Iu@1H#)sL%;%Pj9<P;^%ZR
zh7M-Ft}j0dTBOyP|5beIT8Q<AfZXV$vYsn5?n(bz{54hdK=XzveQa0d&-|9^-m++g
zyG<RDU|>LoKr46cq6UinMStN-LvYW5(BQ-c2w$-j;Osn@&;d+Bf^hV#)x1bFlmBiG
zYIVK%HCy7}Y!;aDx<<**R1W7e+>rHR!F$)==b@t;rBdDS(PN#<Mn_mS=y^_Fi$*Fp
z`x5*Q2-1RzYfKiNB%XOHOP@v0mSQqlat(Ie4Y6gcI(RGn#)YKaF6+GF>}r*d9O1H;
zWD2CA`s1=%V6&`(AS3^wKRj-re#{LOV;np>B$YKmv}nT;lO)>*JKxYe@5J;3N{yk3
z(GNi?G3o3mS@7YifWk0Gi})a|{jSmYnuFfW(e7uaA~1iFy6cF>JZOP*;r{VUAp$18
zq3)I^(}fwOe<!;U?W1#;4*mWNP{ZSH@v3FsuoPh~_W}8+;(hn=s93gGjROQ8r8*Tz
zJtsvT{ImBHXauj>?^*#ElqXLv_An}ueU<ITqP~!D=t7TQm05ONXh1u8f0V3S$sk;z
zEi8pZV>UIlxTv@oLH$A{C(?jio|&`*=Le|?Qj>ziNttwBBF%K<8w;!Za-!{VL#o2e
z1`M6<BX*hNM>G&)3CnNcDIr~<ngpsps9%1S!SCpT3;yiGg+Pv0hs7U0J8VZD&l*{+
zdl9!&!WADg@17@i?P69!@i7<cidKJ%-lPV6*XZchB#h0QNB|Bod?wifLohTKa@!WM
zDZWwdNg^GIM7+0o5Q5&?;xFi9NtWUs@r2&4op=mvSDkS>K+V!#<mBGg=)W)@+v_Qp
zn7x%}&M+sRFp3+}p+#dQrNcFki1^UM&TmZkke&u1NX#>rKfxsu4-gLNXAS-cGe%R9
zxo&$J%p^E-R-es5Eh3S@c=^<<BE8HdM7{b$6tv4M-j)A4L1#FSj#lC4S}zMM46PSc
z=6s9$Qax#4>}NC$MzUkP3vO8%00V&+C!H|~9?VaLckogh?sIeZ37JZI-=#NIJyK~J
zU$no4VQIq7?H51(2oUa_9_!u)72a8&mli{;sO-|R*bLj6s+SqI=rtI~(S5q*^h}SQ
ztx0^yqJXgGYeg*>lN;yB3UJHjAVm@`%C5t(m)pyql$fAm-0u*21r4Q93rL&YxlrXe
zTEu9GsAL;b;i+Q2CM=f<seiY?fJ)$O5m=puldOoP#}t<8tY*O3%|<Q4twl1}w8W&c
ztB=9Db*bbv6uJ&}2r}0*EJ|`PO8-+?-cLq(JMIo8=-e$%|IgVmE8n&s1Nx{8xzR;=
zECRFgj}J~|5wqq@pO2iELj@{-xGZ)LWK}e@1O+L-fK#}jj}WE*8SX|fSK?^X>*0qP
zF)cIoco4-%6)F}Pv3yo!MjQbx18$z6vKTZmxNYwq&_)~VFvJI<6+o-f!?s}xV!|Qw
z)Muv1W48-Mt5U%{V3OEYC&H9<QJQ7@0#HW{fq*dcL<Y;C9OKDqy`_U+6V6msr5qWi
zUV3I>g2JhFW=!#Ax$7rZA@04hVpjIK<>Z#lZ^=x|Qn~Lx2%}QQUb^|b5w$=h)A8(C
zg;>n+4}HyP9m9I_D#Fnkx9L*9LW-dvbuej{NW>USBw5t;AK~ppGoRi^Scuo;gJRin
zo{fApoz#_Y^hAfQ%#TF<)=%;q{-qIDAAcBinZj_7v@$wILr+egB&-G>K);68UU8Uc
zSrT**7Qp*w?B@)k=SroDS2QoA+}eq|fe-$$um?0ILlvu5-nJ(sG!TZz>u)Ide8BgR
z;V}Ab@YymFA2~VA=CKG`u#^>!HKI|uR?ve_L~kfmfCy$vNN!j(S-qcxiM={KICg`i
zNEy$eiGT5X6A@iv>Kw5cONcsN=KEwdk`xKDEjzqg5Wk$SUD};A0g-K~(7*35uuNpY
z)T`4M88GdCFrbLWNHS3#dj^&n<Cq}GNhU)YijCvs3Ukp`K=L?z|Ds4|hu%;F4S%4l
zNx#!s5vvTAV#X$+2D=Q$p6*8U5prH-m`)NeE~C=0WjM~pLm2q{KjO-t%$}7MfD}2A
zG$8LHw^MR`p(iFail4iQ=p<|Ue!EMdf$OxyuuA>!bLCRb4C03)Ifiv`P!npH8&nw+
zheL2C#P8;#MCoyzSZbD)f#^}YJ?m0*b{NqohdGk<;^n6yoysYbE1#}nY|{xDOZ6E(
zkyy1!LP)3EfS>8Psa%Ct=3_Vtv897e0q0x{GeQbXnSYg3AoiT(@YuNT^Tj=4>bAjy
zIt*vXhXZIjt48>z;BOQ?(!Pic+%WL;9D^bHC|FCxH{uR~LLajj(ZciXSF=YCLWr1D
z(B(j<8v=W$Y8N@=v-Jp31@eKxDJ~QC_{ASA18P@H#cN7izrl_m5v87+bV`^WEqvXC
zz@oC0=d&&nSa>I!KAmFsg;Dz_0R+#eqD1(I_k9K{;|WG_bfPb=G@4Y=H{z(t1R+qa
zsIcciIlo@QFHonVGCeV?(e#PR!aZ*8Os~T|6eBH10*FWo(5q1rs!HFO%oR(B|0ZfF
zs(0omA~#rsbIW58NE4tiQUlmIdoKq=-%%rw+b~{~U`>?^+m$Os+<YUgM_eO)OH0bg
z{`NG&z)nSs>Rs(ay&zvG%avEgegZh9-LR@^<2l#gEfZfJi^O9iZ1uKg<g{%4Z=sA;
zUshNYsky`cT6M-L1h_9j#+nk7G%}iE`1R+$hH#<NnIu(+HSu9$HSBaMgP>U@Ip^Hd
zCq}=G9RxG6H5b0g$jsVlr{Ogu`<7GXIL3Ty?`_O!j7ZIO+fqWj>=_<JIs5=?7eTNj
zM1mWRnio#WNiS@vk2X=@pkRgRTgN1jrd1%PzJP(6_rcR|4j3_$*VF8Q2jK_%CP3mV
z7S%jO%hU+GPe$EHs`_D#AzxrCskidAcKk!myM%R5>$e~BFe{ml+vKTqM~)#MB!XQ>
zor^lPnZ?CBg%(i<MgL5mUG>W4NW!&;yW~XGH|Zi=-0`4BuD{T4HkdVORUwLvpbXuf
zHBua=dIm4KNlu9BHQHsSm_?8*H(@-=3YFuD4i5lW<eapq^pk_$wG^*(8txl!fys_T
z@Wxy01qp<K3-6?ityA08+uFR(wKBoRe+xhfI>Cnd@w?~0v>B9Msug{7aNMJFc49)&
zkio8ky=7(NpJD~eu2`9nx9wp|{kVLRVVoPZWi><5eTsY0C3*03D#1qxPlpTjppTPb
z_aT{%^+Gj7^SK$pRr%rZ2H#^~scoJ|4nj;Q9~p#v<^+9?LHn?&JUv4r#&5f=Sj*HM
zk>!5&o6xY&4BaU%%kR*_sDWZ1Y2zv1X(&lsR6jQ`zVW?2``6e{g~(K^Ai&fm(*B~L
z?Ey?B^0*FfxyNW7koN_Rr!ivJmxOY!a&P@~&~XOVTd+^Q1WE2UTBU4)!o;AZeb4PU
z)w(PT7O0_PgNZgQ9CMGUmEXa0XLq)Xja-RtW0ox<ALARjy)!a^qyE_ty)ZO674@5J
zQNu<_e#=wX5o)-mh@!U^H)IKlrb>tq=IuPcK%>dq{;Q?Y<Eo6<(D-o|d_+}bzQAu|
zYUYMFgx)V4#{5%l%a&<yxd=aJ+l@^&ee4FUFLeXqIA0LM2F@eq+Nij8+mbLMryP+n
zV*fkaDa+2XATl!SCm<6Es5y%ol9Cue;p3llV%zwdc6(UKM11a4_ImS8_@8#$E?K}K
zOy+LPNJ6iWD{l$mCHo}+s{&kC*X0QE4MTwVAODMo&Fj-qWJwRN!CfFfrz`r*#B+<{
zBi&)I5$lxEco)ZFsQKg$yU`Ry>Ra0)S^Lj<>l=K*_ZqnRJo%2{E$H?iL_8IXEtdJ;
z!9%F~-ZF@!y?^{E!G4)^N+h-tZ_XIvS$q4i44|*V1R`$#Mk=HMqN4JxVQKlhVQG1s
z=WkUDz1q}2qEp{G7TG?}<m3D|TtZLpe*w<_zr`h@LVDQdSZOsQaXC~dk{#c?+FJuZ
z89Y6c`9+es>1C&J=;aYI`m;a9{Fu&lwV|MGo<5+JGeUbtC%)WdLI(O&{Lk=cpQpJ`
z?a9Z!@ZR3`*F``ng0CU}m02XeorU^$W>E{A%znq+AX3Cp_xj~YVF%85o83j`{Cr-*
zaoPBq%UD7~9e{TB#lG4Qw;hJ9-bq`6K`?xgfUL0rrzFq&<h#1gRoHr+p#KuRv7n=g
zvBjTNey*W$Gpo+yXz{Vk?dVGx{ms@i`d`UJBfwZ$i_tpYG@*z*M&f#2v)J>FD7!4q
zB2|t%Uc!`=J*sk7R(xUXTXRgRVtk5m(rGNG#|GX_-DWBZ#)rlo=ealsvbi0TxnFJ6
zsz78&rH<QaDI**^OG~-Egl37ffl#Jh>N}u&{vVJ-kFCeAHF>9xY=Hy(RPPvdP>zNc
zfbqHK8+>q-Mk^gXW@P-cdMe?hpD{yD{-;g4MnSSN_?y{rJMFD$>3Q1h%wwP$qT8mw
zabij-a^hevr~i!%+qbGPUl<w;ciW|rQ>LHHv<8YE@SA+!YH2}D*@PuyE=c~O%#h65
zG}={^=84az1H+ZDsmK^thh4JR3s%c`@IsVB?cf?sVk@Wyl~{F5;NDXh90xZUVvm-F
z0^B|^MnMzex=0otoF0LMH3Ky+007matHE{LOgJA|YNd0?b3_ZEr^cLdIBPn^AeFs1
zNGTKmD_&}+Ee@-d_@U{Y=ff(J%qEu~N=1khh#a_yMGxx0T(x|P<Y#A`gg$J-Xl1nZ
zts#v3vmb|U+3+7~YT5W3MjS;gEeEAI5|%z`_np4Yx2?F%j4<e>xM~`|R@7Co@r~AK
zj;DbYJ0y{>k1@RgFNE$pYYkagdq@y|au6&TYbM4nSi9MS)qyup5$H=_Ids)rP?A;1
zVMe=I>o`z44kEskGSW;R2G#E=70^a<Lr-Z171p^EJ$O*@anlA`SPFdc1}mL1z3S=j
zUpcOBo|cm1qBbVw`p{6|L^G_^E?N+81y1(I5ELFd`ytJIvb}f|kD07q6*Ebd9@kIv
zEy-$QnQ}a1B!VR&V6Z_!6}K#?xlS}Z{abTWbw7pH0=jCKp4I01;>89~`Th$caDVqS
zxSG{;`NID9q2=#`2ZfuM;zrY#7HOv3o11XiC@W?MWq;75HhXA_bQfOM>FExkcjit}
z?`sf952(<w#^?>7e~ZGx;VCP-zP<)!zU!x8VX)@FA$z@YlB(l_vb4>g)XgXfyxf%`
zC4w}$+n0X^?EF1X#QFk{JYhE8`XFS>4SFR9^dW65fTLeLCtOA)<E8;v`qNVR?*21|
z%IZa#_1Lfd>7$bH%AHb9hb{H%`S%RE9?*_7?_ACEW{U(=uN^t1C)6&vU?LLC4JCmR
z&Kt_DxMG4L<HTgX%~Yqpi_Sd8l81Vn1GVQBF?zqB1s<vf+2OPxc{VU<V(}+gQqln}
zCw(Lk)Am=6lGsAj(tn(X*K!ERdMZs%Gj(_0W7Pk|nO<B|lO+csRla6}r=D1-xfQaf
zW#87+S~ri0O;J~qi`6tTyTjrcF-Y&srnB}S6*i{NCAk&-^_xR-Vgxqg7H-6LyKHP$
z=-$2n1sSa7@%Q_?51BZ7NKjx-*h28tnUaj7`m|1&8D*XQ$bk%ntkkiu)FxamGZj;d
z5r_A?GTf3WdsASL#JvOsSjJ!4s_U8f_-dl->l?}a?A~!5$JC$isiF)+k5n5I)GJDZ
zvclJ21lUy2jcRNy{S<h@Z^1&gSORv3a-p|jb!->C&?T}+WQKO?)vub=&@V%xi?r3m
z$T8F$+FKBlW&=bpP|o)t@we6)W2Zjw|Nf6Nbz@?<h*+)lQmZd2$>?xZC7+1e7meJF
z+5ORx@!@@|`Z$WutjG&PJ00tZR{u3{pL-o&yKAqvU-392yl8DYlWNM3FP2i0l7d55
z-I;~ZeyWDWf(?2|U`XaA5h;_z5jQUhDNv(suuv?1ag9el43Mbp1`!n;5Dc9VwW!n}
z8(UpF-ZY9UN2N}{`JA5Tn>FrY;!@j^Xtg+3Wn~%EwUn`bwRq;a&$^zX&C}Q{saFdM
z-9nivg9%I3^F1C&KYh=Lk(c>yaiTzZ-z=xKX$~3y;C~xkd$@RW53eJ^Co?k{VSj4w
zEv(Y)6%!d-LMhYl>d>yAmm}^jpQ_OR(K&VCtbrK+aayHny-NE>*GP{j{vZ&sr@q4{
z-bv-*tIdRl7%VKP@fpI}0xwa^+^?x3c51e&P=9V?g_vD2V!q{|Iez~=!GNRNseyb?
z5)*>@0!U!;_PP1`r{z@9g-DhHxg1R`PF)31|Ay!_&#Texbs;G$pA-MJHldT-D3&@K
z{ufl}kvPV`?B4HI>>z^%4)o}8u}LHr?!VKMfoV!auSN<fDdA$<+SUh(q)oPSwpsYq
zeB0b`j`W>pxd7++WR02(t3G*1hU%=46Csn9EH+P7AmOhs<<yFQc}7D-1i81_0TIvd
z<C54x_{nimMIoq7Y{u9*fzv2s(W3{uK=XknF`dAfTe;->`$Jf=l*mBap3eL_Hw$Xd
zl9*cbmY9BMmfWyHJ$PKZD9#+>2TStA4mt1#_a>m!7p^b|pWda=x8|1Aqa!;VXGF}|
zR>S0RDxZESHuuw?!y;FnZn=Jbx2y{Koj2<o&*Ud7&lV^z@sb$vukHQZI?z&3L5!c2
z>v}z?UYKL5F`Xkzto9(kSMEBz3q8(m9`HXU+3+QLU(Y`_e8hVbO1P&SK(}W)aoS=8
z$AraSz>ba0TEzx##V$0=S<rkTAmu9FeL3YoJ<eCCch6UU2S@JwrV{x3rVj)MqK6B~
zIg>53$jOzAO^UfWL;_#txOT9sTmPCTFQM#MR1z6YNl&LxAm*f`;Hv7qR*yachwha?
zQDXO8%x?E7BhvMtulb<!DBU`xjtJ^=n>=5$T;CK%>_A&!044$*JIkRZ{i$I|v1CZE
z+t<FL@`n@GPSh`i>&kr~Vh&<Vq`a3k?+UwTWRBzaz3o7+#U@t_=ce^@G<h$&jk5a4
z$KPH*%wkOxzhjGoOQQI(=k9fjcKA~jBfS-6WjtAM&!hoY=rY3!8L_mV0K4gjGM*up
zxJK_iiLD`Gn+gcvu7~R9wykS&|G1!f%S@f2u549z{%JVfGJGTHw+g=3&(n|{rBYVp
ztkxRJ_rS)5@9=7X-C_SKd+_7*f!5p@6|g4(EV=3HBIQxR4+2@%bzRK-M%(s&AWCDP
z{UXy2xTez19W=}*QeIfyWJtJQGJSH!&Xx<dskac7O3GAm<<Owzer_ioZ5Gekb6^Ra
zy6`|foWJ222{WR!X+v-}4(qBrzkw(2G_DapLW#nJqQ(x<2>fj#u*Z|}ZPSF}pJy}p
zlSzf~wX>MI^YhV}P{0m6kV!TEZV4O6r26yF2xL<2!T-sm3MAdYNd{7&tI^;769zyc
zhXYJ=D;kgy$`${X5voQ2Sks3~JYm=?G<=f&a&s^Pfuu=auh=P=DhBvnW;!mOR9`O?
zjtsIBfiSE+alKizjp7>@Z%H*Psn9Efi}cT_y>1vR;Rr69Z?A<g>-lNbBdh7D<paT@
z$Jlb))q40})^y6Z*FQGJ;ByOHcXcM<<}d)<9E=eAB@%i%9w+Rc{&ymc_WbwV2dAbC
z6{``gX<j=>{2m+IM??CMzt(h|Y)QCTy2yn$s%bjyD&`L(`)ej}qL5e9Q1}So#cEh|
z=3d4u&URr5uQ$Hw@!&XepPCZewI@?j+UdZ)eSJ38<+pWVTAy#1UC!3{AZu~?U$zSK
z#shqQLsfWECU!jEPM;-^Mjn$^@ICsHp8aV5;^mCe!LtY^er#?d=G0NGLW#p%ynl5w
z1`pw5P-W=FsLB2LRFJQLYV84K)!E=POP4*0S^+5D?7UTX)bOf1l37G;EEbw&RU2uk
ztCp;_`u*IUQ(<(J1`4BSdEc#DK<cXUQ;RZ#!|-v%Y!K}|&y=&Zyl9<Rb91oY`08G}
ztTFJ8Uc?XFID#irAmLT77ZpB-RcAVmprGzMY($i{ksW3`ahRu)kNRJslQV5F*>*h4
zRw#eY2wWZ>_bhrHuR8x741_{qRDFvO;cC54Tst~|@@Vm8nXOj#CtdaYpq!euC@4l{
zIq;&qN82gGUY<ujtHfc%>(S;}JY>8Dunk49wktjRj+@+kZJA$x?uJH2)Fe|iTu!Wl
zvCI3V#^qj1LCX;O#$Hzwu~?e7q@%{@j7Nz(Rcw)i%>4-9!yQz&@L{~{VrXQD%#;$z
zFP!S$X-=8{)TK5Iy0+?tpL36oJfJpEtg>ZAY`3&77Z#FBs1<nSmf0~TG@rfha&(JI
zKIY6O=OJ5yYwtNL-?ZO*FZE{aFafL`FNcgimxpSua(cb=2KYp*L;BbZVv-frnO_7&
zd*>Ee6fgR3v6OIJs!`fCwAWW7t;kd0qh_>OQ~0$_Q+vpm{I4m-zf3tLD3IcyYnn@a
zu&}<LCn*((h!Lc<!N@B;6BLd_{4Ff%UJs5H?>y@3)Q;zD@}Y&b*ruFv@vDAxREjiv
zVtdlHM_G)-Jk_*z9vF(7Lk_eSDnw({p^atKji=|QB}-;WZr)?P@(3<B&STapqfm#`
zNf1|e88y{tuTPQGmWzTm>m|U>od-k(;#7;k7P4pblO`I>4F9S28)Yd?*dR6y@91k<
zP4XJJZ7?&cs+U;KtcyX!Uz%xyW1CdF!8>r11mElHZ#}j#(9C2|lUaq1#>6y)2IubP
zM?dp#?f2c|AY)A=XT3h{6Z$+=!6mNq-Xui5+R6WYYKL5Yo4;I31+~wPU1mIu=wkzq
z5jD)C5hrlj5mqZd&qMK96B>PuIk)pxx;TyY)2^U!W3j?Z!AOpQ?D=9Oj~_W;m9Vp_
z<Pl7YzsGWR+O_E`bN7<bDpm+DR$32MTbv*kDk21_0RyLIgdJ5CAR4Io*^6o7sCG@(
zPj|6KvkhB$zLhN@V&-^h39&2+N+iG;2~uXbs!4Ld-t|O}Enlnz?cQS&S}QEHpa!bG
zl~U!bGh0cXJWizQSu&?LN+8cK3wg7FXX%jWmS9jtnz^ESP;!#2FaO}|JD2K_)OcZR
z%eC_FFsIgrz<uFj|0a+*-KygIMzS#sI@3q|W6%*8KW4b1GbvC94&JCeoc#GkD_2)N
zYfYJ{^pGodBBqM=2O7j$*#|4_w%<Ka+|SH+KI}n6Oh|kWJSbn)Xo(+<2i~>5)Ujhh
zZMO1QIk=V1N*|)dLnuI6!E|{JTi5^0E0}MqqA8_fawt6`Q`#}Zb;pGJEU1T=!lExd
zkCFMFj+qyq3W5rj{OZ)d$o9kOth8J2nb<ji!7)>t#%m~X)a(I1^^`@j$5v7v#sKID
zx2f#H*{hicEH?Z_9W!^09yb47e^mXWx;%Cb>zEGAh)&~VGbW_euli2jrK*B@2AaKk
zmvi0gVLKgGSMGfD-xshw7W}Cpdt2%{YU=CT<IoFP8H9bbW!qR93`v+|sHu6};15u)
zQOnF^2AsZ;F<}twKO}(fX`N>zH`PSVjw5QaqWE#yeo@l30ln&mV_a!=vcwSSaNX+a
zc=j53=4to{3e=gQsv^(^_}HQFR7Jl8k2bRNQ#EhMlc(F#ijH-tk>I#8%t7qb8q@+(
zzZT`WbE@RrG$`Ir5onqFbijIqW^^)v$}eTq-?zqihN3DqHxFS!^V9gdvebBdFjUrz
zrJ~-gLc!|Ks2q?j_fP5H;V0pV@@wlOW6D5Hz?3$YCa+$t93?eDT;&&tOAd6?h*V*|
zy!(ox_7Lz*9R*Y=l@6l6xgd%Tt@yi1@m$7ld}LbPH0yMIij3BR9>fkM?oMdrtK+Fh
z+6UV@2FT{Qs>~tZOxP4nBxk=0S8kfjP)-*byN~Nvz^Qot&WQH#O+i0;kRYqBgQ)u4
zdc^#=IejFhcaAZoY18KPq$v@4QsFhxqWWX?MWNvKWIz`<p3D3{F`)PpEX8^mew)mE
zdMzo1d5jAuP=0>+5Gt4f2{Yf;hNg4lIkH31f4dxh4!0}BQD5isbx%P?q9LmmPmEK5
z8z7xu7{+n+B1Ijnw;Bv_?c5j}ll&&dtfsQSg@Msn7}IUh1->0w<bUCs-AyL{zUzCU
zaI#`-i#mx8hF?+K>c^;e>7SAJC$Lt@b%Y~aEFz(kzF<SsdF19~d^%2BY6gzBqHr-5
znkPqV$4s6&ZDekd+dNtv*7zv<1I}jM8nungw92sw2B{e`7&{JLy>r{vPG|L_<<UVx
zb8izSFS;0OO0J$MfDYa^-uwNU{Ma^DWys)!h(tcN@6j6DnU2))-acyfmv?9juk*(Q
zwR($J<W3;Srsg(6>l5GIbH)1Mnn#;A)Xc7CR6gPJ%}W_lF!Uxt)wk>PPR^4JeC}zX
zF=_G1(GwF}B-l&w>Y_4sHN6dYN2<V<Q8Ewn8I>i$RFZr1lxEkHnU<!g*%Ro2lK>cF
zEm;Ft;(f|5y+~WPQ<{#^zV-QtJWn_cI#=-LWITwCL`eBKDW-az1tVLn-e_G??*=T0
zqerRD?q+cCfBZ~?6V_{bkHC|?+b|}ZoN<b8wCGJU_}#@TsiR7ovMAXtIuuVdWo)Uj
z78y4VBu>FB;9TJy3OXYReM5%|X~o9b#yg&o#AUjwS%l`vA(l1~lp_-4O`y!=GhB*d
zO(-lQN^afJl;GgSu;c2-m`b&TI}}N;*uqZc>T<um2>#-7I(8Y7QIUS}^HzmrO=exv
zfLgK~&5zvB9@z_gU@o5$E&Ng}5$3nq6!V(j$8w<1``C_?;rxx_%s)LE2Z6JwKhHXz
z_zui(n0qq9<2UCL+R+dm7AJ%oFU|tgPves_yys?cNxh41CA$v+@cO6Y%aZA<RI6DY
zp;ymcv)aXQ`<8&o*X<bh4BN%jt+zQRWxriDKaxAJl%#elB^@Q1^2$rT$GPZyZJ^7m
zLQ<vD3|tG$VX{xR`BJ5<W7r+YqWil7tzh<Zqj?(LepUx5WIvpgch0I~OOYoLfG$l1
z)v9}8kRBo*!vxam-KaTr4M824{{-;B3I1Ju5)0V}0RcRw?@r)>0G>Y&T0j7g1LU6o
zo^BLdgpt4`pGDZW|MW&=_5r~^Ko$746aLS3wZ!0eXd9O_x<aERbL->+BgOImUXCAK
zjN{+f@V?GQojx7@-<7>3uj88ki?a92O5;Tr6k$5F>M5lz*6Q=fZe3c8OHI_%rYTZu
z2Q=a|-QJM(c5kALq#m0?(`Aai9QAQ>c6$zc+R3S{S!F#*eh$a7*lRK!nv=pPPY!ko
z8a>)ZPHtnX{gtli{bST8-FbG|VDOBt8w5iWvB`DTc-oqgDBoVUkEIf0H|3hl&IsD`
ztM1J<dJ<*~gNdBu!B^MH+MS-@`}*?}j(4nfo1W+}@GsA7FA1HaX&?CScj69hD<}SY
z<!sY{YP9aW=~F+=E`EHCOZsi*V(9uOb<V03h0>&11XjY2TvwWMW+w7*bjQR!gkbkc
z@#n=KSUs?ov_S@3$1s>qB`b#=g<saL4U7(`0n^RZ`77_n<xtj(VIsdM!~jJZxz*NL
zsKfn1Jsb&J{1+K|fs*e;hF!fe7gN>&d}N+}W-;Tiqt`)OtkPl%xgAR334ZUvuUYs4
z1*SNnZfT2{x>4C#M}Ck)ABDn&&Bg%z=uSjQy9Oe&I)ryuBXxO?HxEj!ke5E(;TK|V
z?Dq(1ph=wL0;=G+FdVor#0besg)z&B$$nh{7Uc6o?_=cRMJqLJv=sh?^lXJQzU(sk
zRJk9&c-^Nk-n?>Q5WIeRr?Wyb7n7rTL7gchJj-5}m^b**JV{Pmaap$Gtl+r*Cux#)
zd<z0gm)0xvGJotEhHb%~ljRSlF9<9(-BN6o+8_Nov$v+%$LAE?+&BPff%j?r_2}~T
zr9*z~(zN7Af`N2XK_~?hBatS(zfX7-a&T=-Q0GPrvY2;~NmSLSf^2c-7Z`I<h=8{s
z9%u5Q3oSvPQV?`KE0z+M6N?rQV1&I}_TG=dm5@ufTS(XN$0HMNFYTPbDem>g`2ky7
zY_~8>LzyB_H=(lngcJF9p=HnDUNhz^$||O~qihk9#GI9c`fi2B23SIXKiJFSyvIhq
z)*EuCIt_I)F{Z`SXF3rQDpnzy$-#p$=kXsFP&h%1?B|FVt(AesHV$#&6b>(tLcOM#
zsALP4&a7a2%W<9iHg%Tua!Hx>?JeVfg(T4z^&8gLah6cWoN@mmv4)h(dk&%R-@Vi(
z+2HKrVxaP5`h)9wA?Jx#O~!V1+nE}w;Dc9%(n|=)vHIxrzH^kWsFgd@;tH0>z?-tL
z{YXQE5Sp}>QxzU$;cK4$P_Zl#yGDu$Zr+W9U@a>7wNu8j1|rxjb221#7+IcezPD2L
zH*ez7cgs?cNU?s6BJjnDdf1qbLO~#7q(`@P<8s{d_p<s68#`VcMmVW_vvsH5$Hgn=
zp<X^Z2wADjqeMw&F%~qMU(b*%tT!J+i4o8~gPIF7x@UXBZwci@Br8+r98~ZnwK@}b
z7EIbglqkrrc%q4s*Tzf)t$vpeg#~3DEa<Ao9U9fDl0zM$eed^$8HKU-9(-^v*~)9a
zvlV;foQ$37#X41uR^jSv_YEj?I~I{*CYQ?9)2`yEQ9OMHEY3K@=dS={j9)*fk#>yu
zm|84ITW4KJ0L<XPK*4aXp036_USA#=4!o~sR6o89@V$-H8$z7E@5B2^+jSsVw`tEb
z>O12uf1Eh778|3rXecQV&JLiSa14j9?NY9H7=5YKq^On~2|yW+thR8RCBY(-!gXGr
zpx@N0fvbsBKy=OBc%oB>9)zzG%BSe!N+}w}wEm@C28!C<|5H76-e%feA9pufQw`;D
zg!v~ulhP6|NUwzs>wCn2X|uw~&W<UHud4p|O!0Z~G;=e48V$p-6No~jbzP4isl|0h
zBY`NZ;MX(bq}Pflos8XmhL_&~War)1WT6L$E$lzbB1@-QIqTx3JYoI(Y6q|@5DJGO
zemo<%=uEB`84n2vWv_QuQ|TPu;u=ZSHIfbVcYb$|?=*wp9Xt<cm&kR+kyM0f%QkmE
z`;a}$hr4-#-0xS>84=uT;R$mf%-JRr^bj%VNk*JSXqI49+Zk9JsV;vUaOuR&sZWlW
z?%$cgGg6l8n6%ai2~H6=xbZIfAiL4^A{fc>!SM9e0$xy$!2Q|<$af(j*LI}!9o~im
z2OYWGTnvir%cjT5#kO@8`uN>PhY(bE6Fg{{yZ*goqX?Q}RA@V#<hq2W^jLY<ZFq>a
z7~m>q22Y2wB~#LuS^nv}LZprr5S(6r0)v**G&aKvfD$*E;lO8`wIuqLIW0KNyG2nV
zN7oKo!#5FE0}(S@UCl)pmfB6X0*&RsgBPAOk*k?nt9km*ptQp0=#rmZCv#U`spq(M
z)x?uDzBu|Pwk*jn^MXX&-kBVUuPaywFez|~s)Eyijv*0DEe4Z-+jk;B)R<uc42|Wk
z=cTB8R-w`K6-|XBP?Eu|tz=e|L4~IU7c|B%Yf<-MOa^og(YYOCY7tw`S+O=nXfnct
zUWBQghf0>Si3Q_IxF}ezgTT2$SqC<IJ1h{9zrdxz?F|o_Bh<?c&?))j3ta4A)#LDC
zE`e;01zsfpK?zU0jA^4V9~=bl!YK)!me&VXIvkEjk&}b7Tt$JX+nCI3rPy7KJQYi}
z(K2^2y^%m9d_lAliPT;%N0!74%EP#^J939WJgpoxI@N3M5BT8NRnQUY@8`LWB>}pV
zoE1|BCzDRy#%j>^gcW84JJr;t<L!KF5Rk$<(acosNmItqSvKso!jey#B~(6BxE_D+
z6^oDEAo{`NxC|SYboJ+G;}nu!*D|ukF0bNw#Z$|dIM`tuS$@~JNfocpE=3yTd{VkG
zR2yPeh&VM!C^qOYZ28oKWxye35p!^cH>x>ERvQTAAwY$P7>pGN|HYJ!9#NnGIoY|N
zgIz6IGM%36+oLgt2|4p(EU9asoYs1MY+o94q*T?X(nIbs^O1D5s1mFE?GVFh?|?(I
zI)*W$+qB9nD7}4~ExaVk!8_rgXPi;5xftan-v8yW-ctXk_dP+RWsGpeX)<_F3Z1Q|
zG~sO|C{>deT+w*MiRc!w23He`obY&bpV(pnt6oGcYk11Ht?uKU*ae|nqfE2ugS$uy
z_!CdKK@+?=Yj82V$*Rm}$x)u5P63*U_Qsk~4e|^LRS7E@P+^3%pU9$Cn3dls#vltP
zFF25Qs5GnMQjMLJ)5iz6%<N{O6{SA#1M^>k7tPMygtu9LR>#w}qBE^)rUC`LI|6rr
zrk*3Oy?kp##3}`T*KXokXtWyn7zI-;Yh6sx6P7}s5>rrQqj-8E%5z;<%s=P*ah=@k
z$qYRQv?~gr(;_6xGkQQqKip3fZQBw<D($1&Lnj>*`m=&;!X9iB?<_ocy*&{^kI<Sl
zf7?fjiXh2!(=JOSQ*nxgUj0ChgOPhN*|V#jse;eCJ@+K!pYyN_B$edPx$(C$>P(FU
z4PHL}_l{^mg)`)2YqvL45~PA5$d`soJ|t_VZmbjDP7UIU(;*W)4Z2c1wR&yzDj;^H
zK*^ANf)-Z~dXF|gm0mpzMXAS`cU)3WZjqOS2_p}X3QTn;sGr0Zsq6Br3$Ex}JG8Gt
zzPToi3N!M7bNY47@hX$2C4bWCkXcGdM-ukFEDr$Fc5`@JfYkgEfI4<hpiJ-Ihi9+~
zw!AC1Xs*2JXZvQlUE~mqPoXm-B2k)aX}3NJM4Vz7wdc_**lS%96K(-XH@YQQ_dM@G
zmV_=F8=@;6Bh$cQS*DuAkDgsT1W`?SaHh)<G%T0W-Kr%j)E;o{{2U_*$(dNTGIYt=
zm=`3%x7dtU^`9wBK7D*#$c=y>Be2B`(G(90varjIDPOdlsc$EAxj)`UT0LFK*hTTs
z+EcfC_HM9DF@Lb;CgpJ>Z?Yk9s@lz;acE_TY^d6oG@*6v&u?>Mjpg(&ti^^==6<#$
zc<GXHv|s*oR-{Aa!XdN<0>V5gL(F9J6wcDah{|36l-?R>gb`Wcy!l?KKL7RUGdF9K
zi0rk?%cao}D-n_1M=&#zaAw(u3oo$<m_kSS{)(TpjC<nQ($U=W`^m27U7bh2iCehz
z-S(<%T20?BlgE^cHI^Bd^rLNW=zWBUDsyty8N&Dtbw|lUhxF3k=QOjoz6zD+pDm8+
z1^h_503Z6x-i7y=y%9@jCj?QY1+4Atg9iu+TODlZm9iQJ0hOH&=XWJI$3G+cnbTo`
z(9T_vPIe|nQ&P-@VqiWGn#1#10d-%g%W1C{b)Qw(r8t5Ch`ixKcW0>*+4x8d=n8j5
ziNi|AfE1t(2nK&E6d2%ppSVMPMfBW&T^9@$m*g|8fbam?TM9@8fA?VX$(^kPuPX|#
z{a3or1L9@je<E*^3H?4R`2yY8J-L1r5P1{c=b!>a-l+ei<5&rN(;|F4Z?9a=y!I~7
z)?AIwxNPpmd>AqQ?7B#YZiL+9l5TlgRDEkPN&eMhk^p*3-TXPi+WXC+=N-7bmaL{$
zXV%Lvw=w)r$9_?!w#f=nD`uWn7hp~{72L_0M%ne()J+5aI)xvwWXD;3el&Ne&YH~d
z`cSj%?gAcFf!)0hd!I>bGL)0+6_T)tHRi9wJIx<NH;QhyyR1SnpW6<;=xjfTf$<8=
z*F<wNKKaQf{3YCkfkVD}<Gf03oHVSrd)%EeXRrRgz~smGqIl}zcirWwdOB&y@~*%$
zHzIU9S%g|~6W6exrfvV(s5!L)Q~LNvWN6l$tvTpwS6w_*r@ptL?H~<XmHDiV)1TsO
zKVNiqg6~Li=g7VwD%j#=n%&xh2soF2JRR~kcKp;aCy%8&t)`D7j=G*IKtG5w(pL0x
z<)k?&*St9LD2`JF6bX*xIfF;7joIUZt#x!@U4@R(hYCII49DIIsv{@3RsWsTK(0q^
zX?uxTJ}UB4jys<B_@s6^2f|s@z*?4j+f1cQVAve?hfUCZ{-s)6Jl1`(YuY~Zy07N?
zBn;we7p`X7F9;jfg<Evw-*fRJGg1KaJ0e}#rc7AN1s(2acJp3_nfcH>SiXYu9s5DN
zT*k|!jJ<Q!tvh0Nv~%$-ax*~`W%D3D<yi$2@H6xB`1*11xzDLU>8sl5u|8F#rklje
z9ti3FBae=8oa=C-Qr||%EW~4WL1Z1B{cdOjyjnr4HcRME#XfUvYgj|rR4p&+*`ifk
zZU^T4D6Oheg%tQC((!yimkaN~25Y5lMrNki^&ElT{<wjQZlS4PVL@;2koZ<>=YV&_
zh;+Jq|9$)=@8<?U0h|I4nod^dk?Qby7|!zK28Oy=z>DSCAVq&wSkgr8c{#TwREfJe
zKCq3}xl4;ToLRcA&Y$?v-jr#y11U18^}T%HmMQ>RCPI6r0gb%6Fj9kvUMI(=_Lp~f
zSrowKo1dyj6|w0?RBKwMp%`^@*R4ruTCU%qmHf0i7PNOr8YM0Bj4-{cK5ly`ukKHC
z{8=7j38)irMm5&Ah{H$HK|omyG$)#;jHP}fxjzFEi;o4)u~o72pRqtz5V^kknH2s4
zMyLL5UJmyY)PA?eOAt<fv<Z-^ySh06@f1zBU`eIxyY6PUT^by`@Ab|l!Q1}qeT-;7
zzhhb%*FufiySn}nDOkg%Xp0ifi4r;Gk$LWBUF+WtO2oz6Et7EH@@<8g_sdn5&(p;K
z!#kh<(PGpU68gU5WIsRf6>?vwyU?&4S6CfqhcTp{*wY|jGps2_5_|X<-#_LZ3@oEq
z#Kj{r;2XSiXVX9>UX`=2u+Z4&ij$wenUom+T2q?e6`vh|_9~}+1pl*@m5Nx?X#D>p
z@2#TZXt#Dz+#$i;-Ccsa1&5%)-8EPUn#NrlLU0Z4?(P;mc!IloPLcI3-D~fE>@&{Y
zx#}CF$J<rab3XcksE|Z2*URijcxjpCtI5v>?)qoPBt&Y<mEBUA{Z?3X^Ri>*Wk)I)
zbKsS`QDJw5pI1^8WLWEdpDr10a5V+C7Hqd^q+%kO$ySTLR(YFqR@cB%97a_YPtO)P
z3uVe5$2Y}a?8{xsF6+}a#h8^)I~|R+$zio%JbeI-=<z~{AMsI!a!T`A<Db}1#Wrlh
z%M~$2*vqFgYvWuA=mXlPi_MSKf*0}I-2hz!2C4zD2T)>iZZ=<$?p_Z3_&tjk*eQ6q
zdjcTpM>?UMp2Tklfl|cAF@zSSFWVT{`xzI}{0Ol0$KX#lmQIzKYf(<Q!~E_=dV@_F
zyo6ajSRMJ%az_ieP4F$gj-#J`062LTy--=Aa-o{sVQh~{P>#Hc34Lkkt4^~<`r^V_
zop`(gs+&iXlh)RDm>2tl`j+`IYo#i*$yC;lgIFw=QC*I58nO3t@ryp*xKqzuRmLfV
z^EJh0@i3zu2@QHilFcLv?8BOM|0EbB{iNi**ogy*kqir&-;9_Db~9Ko&sJA+LYW@j
z00Zj(dJgiKU|a*wjkz+t8mEUo%vaAxC#J`1O;_j$qdm&46ymRKC#+b+hYtCRj*sfR
zO|c0_N7=-K@f_Omf(Y64%DpB*m;D7ZY-n!>(>7Orz=SPqO20qUvE|b;<tH8~xT=+h
zC+JJ7t%1KXBwbJtVsd`MgPNfaptSFg|Co<KgRf*HT}HKNQh6mcCVZG^RDaX2wx||%
zC>h_W9kU+)j0AhzCLr?bnSzj?1hrPPO=D>uo>;e|he*O(da;J*-7BL|w~Rr8S8inz
z(7`{lkc^jcO~#?mQq1&*Y`upo4inMHu1qqppRlce^|`?m(D_tXcds)}n^u{A<Y(|K
z<g=m$x>dgZ-oyjU`4h+|MCXDc<64QG>&$r#tKJ8<4Y3%@h7VaD6)G)Hxe7<iF&!{a
z7eC*gkiBR?AWtUa60h=j2#yA_nugdpnU>?ijwI9%9@aSmJ9{gMs3pRyC6>i=apsER
z;>R0e`$J53Z6*<mev2iA_GZYJ%*QDeo>$KF-o|G_4Fq9)+ftA_d{>n`YwQ_wScPxm
z6RT)(VAj2ZgXeAqDNV@V7NU_3sIArqOiUJrauO?-XPSoNG{ya>0*tc^Rz(2YpWidf
z4etD$7<M&jN&G^Q8wuc+Ig8edot15u8pAvAyy+W3`Sg{4h~nor=!DE_-%f+&S$Vda
z(uUXjP6WeCqumUAp&R~->y>o}*wRu{hB9bgu2=z-NSXGcA8+ih+1eKe6wGozc`I7W
z90C_p42Ac0tm#WT9qTvO!HY*eLn$au+lfKgb=S4u_g|0O<_|nX_1mws@23n;*6y7`
zU$P|S{rIeoz&LKwhNUTC-d9}qh+SneJWmI1Y0+rSr&>|od(52EElD{ZOf;%)mwhck
ziZ%~~#=}cW8T1*>LSv=ZbaO55XnXD<N;DoKNP?g>D@bKrhiFC%U)dtd(H;oDsUR(+
zD#I-qs+4F^{m$9?CXkR35n*)dR}~?ISBE43=xMC_#y&*YMII^oRV*;<BMgP$-7R`C
z_!@lwVRvM{hiZ7-+CqIHS}}XbPP}P?ML-T;Q2WpqA)C{o>3t^v4XJiJhe$0i{+6M_
zG$c)2@32qqnr-eaf!>YEX?AaFS7nh1r}@j7^tujRwEj60T9pam=gFh-6&;c)^%4BD
z6ZflqJp;$-B^fwGd=v`||1*T~wp%w`r8RK3R(JYPf8y-dbMQkIoNY88ZO|xfySk!v
zG`)(nKEa>2e~Wv}+H7rlAG+1a%yKB<E+gznyCh9|#eaV#Kyt){)S}_818AM4h9WK~
zIuldgW&_%Wi2b-nb>MCJz!YA<jRw7pc@u)yQ8$q-HG(D+5hqeRr1^WLW@f{x!x0W)
zrH*HRCkG5nwi#771xb~56setsSpzSA{Y`xGM@X{+txyn;@E+zxZi4=fr7rqKZqk|j
zuLytNIz1p`XM*`_<^&-O;UmQX5y-WiW`DgnZ!iJtJX@j;6%?`zFc{++JexBDLv#xh
zQ0(>>FM$lj`F|s#5ox|C{C_v>Ry>P1GXKxRZj<v?KRl_A6UF<cOdn$azE7EVkX{`V
zJ`c$hI(^RHVw0}PzE<9UR|95jh)Pf!x-AI-Jf6d2enS0g6VV?&DDp;!X0dZ?)aKe+
zrTJ1}#vBt$Yf-uBhdwuV|2h&xz-vZZSfM{-a%(&A!2`lj<aatUX@K$XV%^)qtNkA%
z?)KQ1OrP_i|6#->@@h%Sx>8kr494h7O`DI4TDhEk-<<X4s((s@_A{PTO!X&8>Lw0+
zXD${4XVCDnt^dn=&3xX%>xj*`u9IIVqzlN)>Rz#6F&gsADNU<$`=Ux^$^xb%#XhxQ
zu`yqwYlahTK)+ToBh&qf|78!g4;L4M<-R4BM1M#8lB1aBtn&V-(NiP4)-zD|jj<52
z`8iC81R!WKH%$iSmYqJY>~kL}L=--h9}%qWw<#Tu<~R<lA{Y73A_Lu9q)43+dcFJ{
z?u^2H3D!kv1>E6sMXR1tyKpky^t?|<8ZviSk(ToK61haD3f~`Uv6xENMEGMy6__Z?
z(f*oWy&^^YLTcqPHusS|u?)NOFrO?C$em3H#zyONJj1c3ChSz`MgyfegV52LZLgOe
zj<|-yaJ$?iM|t{|bED)n5H0Rk!e!1TC#@`F`7Alv!=IN%66a-J?*`t)T~Id)GfZBD
z@kIHqS$)Q)2HU9M<f0Vdk57J}#)nw3*0vD`?z-t3cp}P|`Q1prQqa))rCGO>IDbv#
z>6fxFF)~mu+bC5E?F0nhhD(W0L-zHc5RVZp3d;I@R(mhvu?#}BvgK1|o8byxA<$w&
zko_K+JrxQ!wrf=$#*kL5LRLFg<0&pz-d%@eLx%e!IwXjEQ=SLPwN`EFyRHePLH1&P
zT$pZIC{K$-8-^BCLAdF>_ItwABI|cZ(yp#G?5atvjVi#S#b>)`jbv+Ltw5K9i1lCv
z4(HIB1$%|yv!LBnjKg%uFJDtxO7S6`>?lc5#Jtiov9cm+ANeAq`a;7XL0ZBD&s?Gx
zq&-BReUeRMv^iU0Sz*){NXH2{Ujq3Xz_@H6l`@h%SGoy)JF0$@c11yl0%{m)PWpq7
z<Ll?H*hQ3yhSeZXU;H3>IVvxI{YJrm$IJg?nEjAvi31Lt1A%%}hAdi8zwni@3pEu8
zAAXx$%kV_~Mv+HHI8;4#l8l~bC(%WC1eKgB3%4cv2jn)wlct27gO=9FHG}MR=U&QR
zVmavXg~rX+=-b`zqbhTeBiDhk(9KUs*35x45a)ZXFs~AmfmR)Swij&oyVmKN+GfRq
z|Mfxv6`X1*-(Zqk3La4D`}-hQE9NX>KLE1d79H$P^LbBsP=@*VLUQC2Hcx`+SPm6j
z98n9XGE<@eMjFOLx*Hl3Rn>Op!?JV#&z?OO$oC&9Ev3L6IUVIrUIJqN^x>ZQ%Z{NT
zQkT;yMW<ZmOA1I04?RdMK4L$d8pe{91fu{#ZO5x3`lZ@;Xm=IftNjn;z1ytls>|2@
z-*q$}G6K%n6Qn3%bI=v2hNQ%x1jCl2sBR;)<<cy%Qm^`Tv9Fes#2Hc*dL<@*BlNmu
zeU4}?H(7wc@1m0*WPma27c+|1WU#=&GQq%`#A?$YR1xAET{rE|ff^I9y!&41#8L^W
zSuL-mQnli7XmEDZS$$6fTw9ODXXos`s*2m6KSyX{x;WI7J3-CZ2L`}{6hS)HhcE@m
z+X}%1Gwe`3c0rn<cO^Yoxu1ulHr>fy|4@oZ-~f)~@?4WlrMLfmqraZC5k~r30@S4@
z%4QQ1WhCAQpQN8db@XAH0rpYFSemgfU&FB?14BTSwPff?$jc3PF=F^!y_jd8R(y=B
zEO^_{5!2+iGbaNmj6}}D0T(YNZcXRpoQS}y*TZqlLD9tC-KpZ_DI?h7eJ=Tn)L$ak
zNi-pOpw#`x&+MpXn#AEEXw)dNbtlpoX_Q3p0??U?0_qZ0UT!&C-Y?%c5hLNg#8jgz
z{zL-7AiSnztEGpaM7JBa<Cwm+@Z!*?o791mGb%0oAm;~ydIaETk}cd>Z-D^gpHwzw
zkoOBKR5M7V=r|u~;!TNr*6qnG+V$&~W?<$EnKe>oT)=jm_So)0N8+eka!w>uhFWM|
zwm@eidw-JA3osohsTsJ8AMCg`xs(JX7OHcPL`o|UByeF%WhS$k2q<s1iiYt^1G^CI
zx{u$_7bKw-bP2RXko?9`GkLHjy*$RYY4A%d{`7E`B5IW3vq${WDGa~PgOM}U?h3J^
z)@<g8h_$yM-;s_IGJ{$QG8$VC`IW}j%D61)wvcN)Lb{X<0L6tixRs}u*|E7W!H(px
zn6Qdku4cs9&4A5QkwTq;_}X?)vRV9{Gn51^RnlusgC1YPZ7(IG%InPmlN_n)4vj&F
zOfd|ir2z2+7&!2I3tFJmcIV{foL~h4HlUi~a-PWQWLaw}b6NE{L>=;EX=W){dSK&4
ziPi#{;@`)GNy|;qm^Td8tJ5!SEb--3#q~R}{ars!c9GK&O>{0zHaR~6dmNq$lT6m-
zmMZOozqN!}h`#CwwF<G;H-mJjqvDjnrL01-i7m=<`m!UO`#_D~$YfMd1f<qk{)9Sh
zI`Ml_x>-HA63Aj%^JaS5t+;Xg#3zYx18{kkFu|cPZ-{p=KRK7OJS0(RBe`Zo<;dgc
zwk4lyi^*Mp)P=Bf*jgK@3@k2hI|)KlfvPK&r7Y6NbWuabkTU`V8ju;oA#xfH-Uanc
zZc_ZG3{nOjW;O}zVBBp%;q-Vj9K717Qr`51tUX<P-k)@cby40lE9O!!;Moy8@EEcY
zM#qcs+9xzOF%87I8|_1$yQW!ntuhmO&3ej=!ara|LPyLq4Hj=g##wj<m3e)tmgYc;
z>eOZEoxbaRnRn}%&RzJSYC%8Q8)8q3>dRz)A)>eaRAM$cGvmJ_r~?ge`dJROChpu-
z8Dt5*4FCT+=(;9z9(rt~hdt=`T(!}C6yz`}c8i>uR&CAc#RDM`wg3Rbh+=W#A#)|_
z6uH56QQFplSad?#<~Pk%7G&UAn#BA33(t@A%lyeE(_$R!#MN0;F@0tO=FzTNtF0$E
zPHDp}3V+H_HNF*03TaBP@2PPv;eKK2d7U_8W-xrQc-9NGUwZzclje;1v?a84%oMY5
z0pUB|ifti!R{6_5_LHA!G*nA5gnNFsSxw6E68Yb-+ZLvP|5Y*03U{hgH|c_C2#vdD
z3r<oBu7HCoDS&uELE}yS6>oiylJSyWBmVj?NqJ~&diLwE3w%)l37o%PaK`~f7NkTf
z5KZIsBH7vaWmpgO@|U`ST#~;j!hu+tkZCy>DyR`40?^4Ti8Xs0n5;4W^ceq(K>g}=
zC;FZ@<M+OZu#G;-_m_YC_}AP%&WaeJNbhXGlu;v}z&9aoQMJL64hVtnwrVmvKAv!<
z_}%nVew^@X@p%4N^(U5Q=LM9W&{_I5(f%Tv$Bg^O6pxKKYFp73?0A~--^4RMK6`wl
zqV{`RTi)EqU8vFn)NjZgRK`w<gNnoYz26=Y>$Nd1i)z(%S#wlALVxh9_|_C2-yr%o
zh!@GPYB19K>*|yYKbU|)mj{rN*T7f`f|<*6I&!GI*hQdnA@>5krhzF@Y|qWQ;N^+#
zhR3g-sq=CVc6DU-cVKuv95tM*wjF%#a`xC7Fnn~oOg(+|dp+r-_q<`v_rA>~FYeRN
zI!jWgJd)Y@vJ>r155^`xq#U-no9g`WVp><3r;wme71cAY!C@_8j2#x-6D_Ixp`mYB
z_^;a9pp#8CWbmu*HQMHvRa>bwM7}*F)$Pfpe|Sf^I`~|A&7ZJzyx(Hgef%9~L9J{v
z|Igqoar*$%+o&FMi*3$KP0}m7f(eyex^K}&$sKGqT1HzU1N(j@B6VtbyWJKd^6wIL
zY3`QdTMtlg=<{l!utAE6fVH>AK?3=kx%dMV9sh$EqEMMZ{`V`?+{v{-SurjnV$I9u
zO*)R8yu<jXrr7tY#IX1qKXOA#=AGK_Ow*0CS3qSIAlSyY-n`z{^DdmRJ}S&2bEjqK
ziE|nr1BZ%T{TZA?g7(uqa#p|6dxL4`+;6J*Nj~g<3ExyC;lm{I@bDiMc$Z-!D9n$1
z23{@qvnL&nbvo7hs_SgC2VYh9^&2?4fF_lIk7UfI`}<EuOggOfj^8H<-D@$c9{ZOf
zk&m_peVJUDYuYQ~gDmW*+#S$&CZlfYAw_o{#yCVpUXh{NvtsE3x;VcMkAsd-&IPa>
zV@ST64tx6we*1{cii*k{)BBMJ6DT)(+TG%&uhF9B--NGwk10{z5CdO3+l@ecFvQ(Q
zSQ0TF{q8#Eo1BLtTtTnSy6bbq3ozls(Rw5HzY)32LGpcRJitL566ZXOw@|qmG!xY|
zV;sA>kY%(#hmG|Rig^N0L4FtXs6EB6HQBx&BwVI+$uDS_t9SRrInfL+IaMO&j@4UR
zj4E|R*Q!Rx^T^MIri#|FGtSa1DI4D?s{3WQrYP+>D{zN%Fiu9w$t-tJC6u@%uUDow
z;PNq6cg-Yi^6TO0q@t0u&61<7$2-eO6f}3qmWDacgi24|l1rI=?cf+aFlvGVsJ?R7
zKv^$K4H_PPND+?7PJWKxg?L$42y8JIpUzul%YjyV&W^kXwqXT*xJr9MM><V?<;VC4
zoS7Iywcb&b?yXFI0ll3Y1bK}1rD<XyD$A^ihUQ|8xE>g2ERH!R+taF-w?H1C$|;`v
zNsjuB-JDrqx2wEyj$oH-Z<|;zB&XvhH)cL}v`fs!w!vF=L1_-F>^lLN{A9h0rL=x~
z>E~%>P|~nwd-yGwitR=QDmu=Keu7rqSLEk^=;Ay7Qx~5KTksvfOPYPsdZPyVWrT10
zXmjG!izCniuPtZdzN+vJeoGabL4PqIkkpEri8Bsm8<m?>C&H}i8NarY;5-POSf!e~
zx7$;^FEAuhuW><s9zJ)~H(awxl7R_|vuyf|q|6EX_qLLE#kUJ<Ulm%0s?=#X$})M|
z{aSv4;>EhUuh8EztY%qs;^C=(Mjc)ao*GvtS`Ynzfm47s4-ATu{>qg`7?eS@<6M<G
z2gf%gUS*eEn4R-g2)mygs`o9GBx``C{jA<c*@On>W=KAqZC|w}%HSDD@lX?T+>ID)
zekiMrlaMg$KbUwiXWJqFEfsZpzY<;N@B7_%8z+W-@U^Ly7<kMb`M0#oaxd6%DgT@?
zr;b1+-H^X*^ols&szgB;wNvb+5+4uu$GjtsU;;pbzn=Z&V|n`@#Gs52GDX$xM|bFj
zgS2~n7Q`d9txqvt{_4uqMkvW=DmI7LxGsL_qi?-3a5q82|CHMkOP%zQ3Qz9EH2p4N
zhY9f7omvY6Vpgj8COU5wFJNg7ugt>VN7hPL&p^Ffz+#lUh|Jjvi>&je|0+-I(d9OH
z8nGuDc6iZzO$l!M7@1?I1M(l`Lr{p=4a`+jf#Q2I5~+K;ywOW^Z5)t|FXEV?iDx=X
zL_cNI1PJRjKA|i{=>f=g@6jmE+tm2c@ap?+8m0>cw9>g=elR&*$r*8$^OCZ+i=;oD
z07@>Ev1B@Gv^FL>VMz*>^f(3EI(?fr{VStlWjoef$r?I4P552h1EhE>>N$M*?n9o|
zSlc@-y3R}jR%E~5-ouE9xXft}c5~QDMn-`_L`YwdYNi(uM-fWnQMe0CVfuL-bvHtU
zz$S@hHnx72_V%A>8I^`ZpTiT+P57baVt-bBWhf)20CLk6;S=kpBNsfZQ2V6E@L(*o
zPL-B7PWM0~lj>wne>>wr;EVx9%uCXDnO=j%#`S*}#KftX>-|0y?8K>oove~@q%veU
zIyy?azA5?eL6Qf*OQ;mePWdy9LwfbtaniYV6$WSVjQ8A+!txqd%E(RxobMb*J;|`!
zR{52P8<{jZNyPD9ra}Ta@*q&=Zm*`?N#ZVq1XB`o((WS^En7Vtn8{qX+8U<cwtP}?
zj$Ko=AWOko`<qz52E?ZF5xOK1<+HRrb}cGQ0hcw8V~3QHm2y`LK4p4*txK<h{1<}C
z8l#9z<$}C~q%m!m3Jvl2S#q|umJ9WbJ_*BH5a1(l!Kj&oFg<jLw+6)^C^=ivVoh}Z
z*xHIBw-8?JP!Vf6vXmKv^8jNj&4^Wc$iw3)2VTg6L{2#Cig8OJDs6k~FsoyRn518o
zD}5|mEqf99%R$GSIMg6f0i=zfO!FV08Qzy^Nc`7dJIkD&Bk}*VvuFsoDMYXK8gGN@
zK5<M(mlVrVEqAxWF%hD>uS<e9^cS=7y;VT>3o}OEyJFdP+k3kaK*8`#jJVw+q<1i}
z50Hd&Fr-#kcoLWYx$Q~<CfIE%Q6Byw62<5X+!X(HV^s&}4z}a@tI+FUgNSi$6XdYV
z1q+fPClz?_Q7Sfs$V2v)&>^(~Y5{R0J3SPfgRB|!RbqbK8C!Ez%A^T2k;;Vhkgqm2
zobggj%NYwlDohX^%aLAH57~Vc>uZR`Gx6fsj+EDysg9yu>Xpf!9IRwz*F$Zjxbi9`
z_xXSj39Lj&uZWHlYB2HI3!8@K&iR*#%w!Cu&5(a6Bq;1ZG)A)Vhi~b5CSU$sh@0X%
zI*YnqbpQ6HjKpSr>5C3Zh!{#d8=u{gH*9JOlHV$=t-7K=0Wv%tnSZoxmG!cE3HA2%
z+q|SX6P+_fm@oj%o`^gC!;}P&zO7by0U|BtGUAXsciMkn39Njqm_PAv_Bp7!%<Wk1
zxY~IAQYjplk!{oF`Mu{(QY3nUIQoEo7kaz(%flg=?Frdffewtf`ZjW5+a(TYqmSBQ
zJ)chm4~88xJpf&v5GI(^huGsAdMg~%yToq2_=9cymraO1$%dMZa%3YBSsMx+?*!*4
zC}CM4E)Kr0TULDhKxXez>KmjZ8*`>&G6!>NQ0Hr}9(=qnuyDN*!}B*~=e!;~0k8K|
zTW2XC<Tk%zSrlzheLiHnEN3}lJ(ZZk!6nd2u#mfq2G!Nl9$?ZkU)s6h8Aw{rX<8u5
zc|C}2AO=5dg?55l;~4O2t7}~>9U9E+A5llOve8@X^-PHH&QZFp)3$YWE>Pas1yWO-
zy7SW5QsvGd2+3YJ|HNgbkOMiwA2iykDb}+RUhXR_o>~HJ@L`LtGx&H-ATt@Ws(E0l
z8wL)VRpZZ+iCJVx>bL8@^Rm3W8F@n#vz{I{klV%X2u%sCSv1h7#1p(#Wke3nH#WV&
z2ykwqPudhP{c12_gJ}7_F*h-KlvZ;>eIj*Km8(VUlT5RRAX!c%`jK<krx137Vqvv-
z*%6kaI9e)ai^ggXfItG&HK({sU(T$SLNEpn6Rc}8As=9p)FH|=1psx8Bp@ne_EQe%
zT>o6iK`*~4*kz)s1uR>eJ|u1vOcQ|GMDSvPca`(SI3e_EeP>k9vLBYU=6z|+iDP<m
z=M*HGsxD2g`i_BouqF}>_U}0EEwv?=JqG>1+_#-_f7iCWczugcd1G#Hp>IodE35lt
zE(&~_KWW0@`<DH~ta~c|uRs3(m01`6PmdJSD@eM|U+>yKrvZ!ETYvC7dgpe$pVZ@T
zyY2`u!Sh?00{d&8&n2WQcQbvW%mBeL8uOP+_%Xh6ArWJzZ}UwFSJ(xU84lqwz%^rn
zMT8&jT5g10?>rm@t8db^erGn|M0{gXq;OIKmcWbjeEsJ`K$BxG1oTM#CEo#zv_Bf1
zw}28)KJ@Y*%I$2;52+)zyp$&vq<1|NB%Z$+obV*<>!Y5-g!Huo+p}$(r}Uko#!Sk8
z@QlyO=BAD$O=$Ht?RWT(ibIkx48v;h<|AESDnFgJ1Q#4|x?G{=3glDZP~8hK2B3(*
z1(c)lV(NXA4yz%K0=>U!QAuci`xaO<0?Tq^t(*Hm7w>?^;G3CSEht{c)yJO+%0y2e
zR)74Tq%}lCElFg*>!}|I<*|0A(ON^>)8688rHBg1i)<;rxDT$jI0=&)%Qg<DF-6E<
zF{+mQbm3OSS{;>=dJ|xEtYMd3@ou_l2?YYh#;}!wfxic&Dz+?`q%IiGsZsrt=|yHp
zT4-h<+p+`-!;*4U)cdN-aHyVWWS%B!_3LwNs-#ZcF9NidsLBuu=qU=^NDFU?Ges)(
z%lWvstLdSlhKj*>)eyX3m9M$wM6}$=MT!~80A46rNXtgVDPG(C!3F@h;<OWxaqM^B
zrWf{js#!6kuUn=0K_jAFGOcWO|0Tk~HS{@S^}8Ek`fT94{r1T(8VJ(C^2Y__+-8TG
zKH;=8D%^^;SP3ex&x#qA;|7}dv><%%gcT~1tc+TGF!1;GkLte_N7+jun%ks(tDjA%
zt_+?RMXDcZeI*UD$T@nSD{yEVMI^}(TdK1naM$qGT#8nHCMkE#!$wEz@_oY-e#B!F
zhapJv<vezNx1C<|upfaqdiBy$*;tlaVZBoeBuK-0upUxW;c5^q31s!;)Y5{F*fDod
z{>f^ns3|c#x{Bzwg~Hd0q4X7j*un}B{EqJx@8?gQoL%eljmWhuDDF5(q3n$D9IW`c
z7}Bker;+`6-vtHE&WMV{V(1zI%V_zr#-||YQk&*93hqQoW)8joy=n(OQPRlABq|e)
zj>Lk?YI`)Pm^E>8F5ID|a>LlB8*`K^%DADv>-aPTM_8JYfGhV-zCINRR(x47f;RCd
z0})OH#0d5uro$=UfpQO#>J7YA0Z(8UQW`Bn<kTQIpP`G0f!KW}yHgrZ0wF?IK1?R#
zlulKwxp}NHwJYVD6#(|jVJehySH4Co_(oqcE2goenBB1~rHS@56@Dg4r#Q>y$_0ws
zx}u=^RdZEX>fVB?Zcl-_FEahzn7K-fpl%uAE^v9d)xdE2eI+4my@e#~h6YG7B_6ih
zIM6aDqy?Kye7$jF7E@S|PHAD6AZFbPy6A1nY8YVIjKF1SuKH9KTf_9p8;zsy*I*H~
z#MybJAu?TiE=++UP7)Qn!8^`o>E)(n>%?4nGW%VrSD{ha9Pakh6srPLYZ1qX*cBD}
zvNT9E@pV8{wHTXCRXBqA@Opf5lYcYdm|TX24>+?kYhGZPZqh6;$$HEUgWB0!At(r@
z(-OkisR=k7lxl{uB|;LAZfN{#L)*#pdw#lE^T=W+dfqOs@Og~+*zF2M>41J9JHf;T
zTZU{KkUib)+ER42eCs!y@g6gw0!bo;7A;qjP{D{&hv$BUW3j!y%O=ttazueDC>s)a
zL6i@*n8!+&R=QW=56e<57cZ5+Mplse4Nt!f-1}Ln2AcBGSy+S3O;9z58Yf_{T5X7G
z8shBKh=CVF`{}-((SDTJM-X4dB6)M)GS=oxeSikXxjN@}sIpQ<R0U=EVC_WJg=@ME
zB7yeK3#I;IkOF4ZvTSyZG&RT<zN(kU#;gRA_rRT-VpO$yqZS#QRX^4Dd}^g$W`Kvi
z{wreJjcFty5tFWNO2rH&O&7n)*~Fh|(Y>H-QArc;mw(8#a?m{dv=XXjRsXB+&FTb3
zA9mD!hXWtrZvz8)i8^_jxX>9+m!lhY2fxHljo3L{N$=x&VnXG-gEt_w!VyrB%%ai6
z;2isup&qzZ5EY6c>X%s$QN1F7$F~X`R)bLb!}nf{K7|kOTvfo`_K7Q&21_bl?iVQl
z%5_U3r--T1*clWv#SB1qkO4zx9DI}RFfkhuB0gC&q^`fUOc9_iCUZM5fzn_z=Zt_Z
zLFBf{EPQ^jY<z@C!4;JQZ#;OqPktJxhMzora?g*Ir@=gX&D%P^DNJogz#DE%ih!~u
zm7L^@z|n(%a^@vw<f8<|NpyWBPab5^>rB=aqAy<Ez~_--2UGAChQ86BhbSo4F$CQd
zQhzY)*B2e+K@>_62Po*=*s_}5AJa$WVn;u=oeui!FX7p$`$89QDHZDwPzpmW#-UJX
z*Fh-j_Ha&t5dGhW;<5GZ$)S2;lp8mQZB(`(!Bd1;ZttI0wBKZ0<hP*%F0}a$eR;}R
z4g>`X80pRBdJCz!*CC$DY5m|P+IbqvW@)`x^-`|TY2$EJ@n6!;0<RGq3j0*qr`F`c
z&TV{Q+&1sTswPUN2)>E(YzlKpw9>fq<iT3_DiG5zH{Ax)mrKJnJ5u)GhBL(}Ma&xw
zm*?jR3akqpp)!kL({v_Y;JrND0bP{g^Lffx!Bb~8be*B#+4|bE@b>dpJ<@<q!N*=k
zz(5lH-DkD;a>-F#S7J0?Y5+}WLm@kM<QGz(Nz?RUyrQ(zs}hJW!L;$~i?Ri-AQT#J
zwY{Xqb;NCrafC=CF;s`lLQd!mn0W#2Ll7Smn_0k(on-NMn6et9!pcQGPfk1XR%F1y
z^M#wJpPY&zNIt*^YqTf1KKO&N`!%&)h{2^rRpfYgC{}f}#W%7+GI2?xBFLYU7D`5T
z0Wx1~XxZk7=6~TNu|V?;L5yQZ^daH5Sg}sDtu`Qxs(N;1#0yjFQrUWA$an^;6Lb=M
zT>SmF)S{f_r2%$^Dj2qfMLK6>|3V>j?H;S4Os+cb4!A{=TY+VzOSPfecY?V9{}dw-
z%Qaya`pnNc*z)Ezo7FOZY*rn#2lhfEmhuY~#bXtFv0{%y>s&9&zv8GhFkY0}*Q94Q
zSv|sU%Yc-`hfJsBC#DCtaPb=dZ&x{8K$o7ZWBc9qnIk!MeaE%fi9xpegG}mD1F0V(
z%=S>qsu;knU^`8L6yMrPoq`~uA=xk`{fW5;HZGj_RyvPg74eERE>Ib?D_*py2HzXK
zRV6Mp4<ZikwV+2pL8>}~v1PE-lkJj(97uLiO_cd?6&83O&S2MRKl#z2pSK}a`!1Dd
zJKTXhyr#bv<VF-=?Apw#<mh)<=fc+*1&hC&vqYENC3h>28kNmVrIdO}p<8n5O0QoQ
z{G7lYgeKByGIJO-tLg!;Ty2+bpF1b@#FuMvGN(04=6OEHMLHsKhra1sY$9vb1Nf-n
zwPcinL`lK1>y}1X3#3;6Od(b`MtS5(YgEzGUmkyK6ze&9BUW$%X|gSk4h$wADXj3K
z9jT`eYvcQ0abfI>3#KzW23<PjRrNy9pJPQD_bd@gaZDLn;&^#rKuHH(^N3rQEps~w
z2OW_ejJX6fnFQ3Tk)>_h0$hZg)p#UrQh{Wu&9qo6Gcrm|KhWCfki&ZZ)(b}^{W_3z
zwi0cl>PO9o2;`U87>gtPCZ~_b4~88xZ8zReXhkCpByUCT51#Z$(a^hvOo;bVli}iw
z&<4cVD@+1rDne7X1qpjuj4&$lMYX^e+O(=ySRbp<;gHVGQwBo3{K1H&#y`>nTgj+Y
zuQk!n!XdCRl{T4Y$vFAIAR`*IkRUO4v@ZEI))_eDH{O)JGBClTXxPgfi-Ntjpk3@;
zb|77;&o@)4MlynHK9)H6D-MsROc9q$9oL@Ju^=I0J*WTT@SF}292}_o&;I8qr)tsq
zTC7dXFNSA!|HHgH4i-$mPp;<HBsnJo^#|j({o~7((D?;@7M@rJ-`dv5U?niASBSd8
zVGZv^fRBP@OMvaVumhddN!QjyS|W%lRR9bRf+&)z)R}2A%q6)VdT)WhYU>t^H2$|#
zrc32*7w%Y{dBssgmH7Z507}|{oOwO<YMJk+Ilm#e13az_p_@Ia1B5Z{$fSK;FtemT
zG9Q~}W@&TAMvQFxGVosH;Z~wS;Klq+k}!`xd(!<zJou^ngZmu*_(^P6ZK-mE6gWA0
z6OZW&#x7Nc%pur+ZsPG$i_{T=)UdRL$L6NkWilQuf?tb7!>8FKxX_LPdf{DhE-M2u
z1`ho5j@39l;d+ss9IuHH3#e12a8JUW57W2#xu#-mF<NigRe-eEb~N;P$#w7mL<txw
zUgarJ>i&3I2&5Vx=ypvWEPh!E{#{2FxEFY?;gks53o6Btk3G6#Dq6SIMp+(I@3vk>
z|7yE1lC-SmOrLXbE6XaCNi~jpfk*Y%N>$jsCb(*dvR-3je4y{sxYnfbHAy$v&;v$O
z5waY}OQP=hr`Lczpb76!YcS|9yG6@u@;4GdYcQw3doa)%{O9G5g#!9dYw*U4YoU9j
z!w&Z4FM&G#o`z%zq=Wq5c+~xTzBl6)z0?)o{k4RCHN?RAqPE$pEohlU<D3B+HR;iR
z@z7rkSc>@FtXi`CK8}*P&bV+tdAu=EP0E*p84vTfHOi=|9m)IzDBMbEDgLonGGKt`
z4L+i-tqc9PW$*U3l*qzgS>aWGk^ahBiA@mZ7iX?6|6hUxEE1ad0bx+RC0D$^uhO5H
zWTWBRlnQzI&F7{dQmq6PoVU7+ESwXbm4@hoXb{$mFTvfZFvKL$-cAm7dyv;ZCd4=G
z299dy{cAn2o~-j_(+jgXsO_2sIn(uv2Ply~$Tj`B|4&Z}&njS6eIJfmJWiUM?K;}d
zwpe}n?-g!C{7#2GOzxH)MV<`aOb-g5FV(zSz$A^{Ke$xInX#w7(Qgdvoekx!UK0=`
zI;1#q(EmK)r)v3TLj2Qqg+xKC4T1vP_HQrIyBWXqnauhd-LTK`Ep{XHU)mT@qv{el
z6Kzy(Of(C|o}v@_{=t_0Ezk+?%@4(UTTtn?V`0WM<FNO+k^GH}4T|#%$wt#|Dpc1O
zD|PFw#w#I{ub<sHck_LyCZ10j(!D&(nY+n4r@~HC@$5K%u9QvcY=Gw8aC1~ls7=sz
z=)>ELr#NVJ7nz3^C?CIi>hJy8$p22Vy~Q*9&s~pb_9>iqZCc=~lC21=sK)^&wUM$;
zOxckJe#Tany7{s?v7ZphSMHs&U&9L}5uIj6z_Rvq^ZV0z`m-CKo4m@fz(+j!EluGZ
zx-amU_rg#oWIM{u{XN<v6rLW2@Tn6gM!miK^}6s^;OY$0n0<pjJt=EllCYc7Jsd>Z
zr@CLdbtB&4&JrTv6*GofQM{diRzF-Y>UY5nJ!=1t4~LK&#wcj@qQ=wAFz1$Ww5uFO
zuh>|zB6}CRFWfqybuGQ|^CD|+XSiret#jtH9g~-jk}xbgU1_{lRTG(YIis$ArfvR8
zuWWerq01B5ii&QlTtyfdOaH5Xe2#pQD)qTJzoAAHgTdUbvbfZhf>UkAw;ll-W}B?3
zN$-R>T37G+>MODONa4519Z#IEcAq(~u2xnCHK((`!ZFdRq3U`?e5{t5$!fNE=V7Ja
zaL%rz+;+e|Ym<@t>wH_6j13>$;kf~jTpyME7-WGO2lls8ZdocOukE(I9~vXRm&irJ
zGY05fi%nP9C5?VLgX|TWO+(ntB2b^J4q9#3(y>K#Q&aOA0~BgBPjw;Xb5~?_b#-fm
z4e`F}j>|2|1agZtvc||ZK2h5$Wr_013RJJ$+lG~}Q~UqeH|Xc-12z;$l6x1?_J7Q8
zJvMJD*Jb5hjYBNweH$LUDQYjUE2do1NgL#6)YwER9VeS$2G`DAJT@VCk<^_khwwHf
z#-MdlnRdf$y*Ls6B{=FW-@h9+03FHqW`H0o<(M3@Xs=l__E|PG5C4MhqJ|vU3C4vE
z<+2O=C{)U0EhME<V*S~E_DW27*|LO=HlTRmG0$E4Zcvx%qrXM%^p|j4#vfwSC3Z*X
zu+x?I=Y`T+nr8MwAN?slE`As#Pt<O<4STsNJ5pX$Y!iFRu;}Wzwgr7v@Hl0X*Wh!!
z2C~VP52564gJw!*pqQI_qa<`Fxg5f+WI2Ny*=6%X!T7S|&Mw}Y_ljwk^Vn714Oc7l
zFczgf7IicV#?We838;Kfa%(*d+}w*Ng!320KUo%#Nm3_orl&vfcoFz#Jn#+)_orv3
znix@$se_$>uNT&QsVTUNy`Nq`y0P|FA`k7RBy~BWYAHuO5LOlgl2jMz*=rz5y7PI<
zAp^XwX0@EZ4+Lj=-TfCg2eD4NrIDy?=Q|>pVEWfE&4?(L!mZB+LnqYK(5Jj*R|RPX
zH~m&gR75zfk)1{x-%C=?i#2R`1E=C8`;`!D#0k*pJ22>{cJXd%)r0}^i+%`8poZ?9
z!Fzic8t9Apjwe9f_U4Jc3eQYVneO0VlKf|5of#>i1bTH98&rZD%Nx0#(kYB20cj(<
zivnz4AQnn`@mu}1$K2eUNA+gjXkG`!-Zuk<ceiYJn*j)4aP&f!5ENqO6c6ad$O2Xx
zGZd*4*wf(L&-2>B34B1^(tZj;<mSqh?CyY_xjc+--jTh1|Gq+~o>ycl^Vm{J0w1!E
zGW7(pwnvqTd_j#h|7l&41;q+EVYe<->O?`kQ@tr8BaJ5zb(z))kW|PG4l5XqO)S1=
zy+M8t58ww6hfjdd;S{qX6kr3VIZ4DrTn8A2s5yg-NC#|>7@c9E@H3>16d1=giki2n
zkx@oz4|HZmOA21|Bz4B>ue9Kg0F0F!M@8&7eiv4UrcKi0q&^<OR}6&T7EDcA4CG-{
zY|%3AZ4SWM4ej0>KVGIk*DkDgcFcWCk$<?)lBmZ5o66p@%Q#3;#Fc&Ef7|Tv1xNL{
zt330>u(DZ$E<Nu9l%v|mkWv^gMR@Wxdg67ysC7Z$D^9IqcUA*55u<mQphgz*Ve%*5
zG=$#ru&ztaJ0tEnew;2MjchGR=`c?C(?mZRww#9q8j%5-OgS1Ep+mY<si?h$yxu#y
z%EGuENO!TZMI6_PIz7pca@`gJ!kurLb^e~9>U~i5e@;*p%|M78lHjjBnPA>07*vRi
zrr%WIB8~_+B#|+4asr{_P4f&}$Q|vL2{MO*f90u9(A0dW#F&BVp$Qdazg0#2kx(By
zcyuypwh?o*l}4<zpcZFV+J(Z3h$6A;{hX@6^&3a!`EkYde#W?0GA<MS-5v_vaueRo
zH|pc-i%b4~?|S)ox?XT9LL%3ZWAyc2*2;MAxUFWzl-CT?xCM$ycmvl9>(gf(Bj=|)
zKW7VG%0ImdYL;e|hymlsVYc53W66IeoQ7v!qFx$ym%dEi^KW}4nyhF3<liP<mSl8p
zGC~TM)O%-#(G!hf&n^p}m$?X;*9BR5b$qZMZkn?-4aJH2V`h*OU5YwBBvxW{ua)Hs
z{2~m2byWrYu364mgqF?wb0F|$v{Z-^H+kaI?*otK8-t29$PagOrh77eZGHzm<S#93
zlt4{7j=azk#7aJ_k`U^csDn`TFT-4YlGk|c^Nt3wW4+a#{+(df@aPhHHO_DmC_+4r
zEIR(nLAuyF5SN$Ygfi0r(1Vs_a6HJdOnu#C>}foHFkmg)1p4V|F~4uY!FJZV=6ecU
zf0MQ6WJf=|@M)c~MD=71T#@BM+0|;R6$a_oyoVCC<DB1jqkS*9;~x!p6aBa;l_%#X
z75%QwpV_vW2frZ;#l49c`F$V1OI5wzCQdT+W;mv$`Js8$fF1vdgY~&XLGN9u33q{1
z$zHD(ROJE}H;2YGd&Nyg-Sk21iN?7PFcMTi8SV9=`9OVEBG8jb-lCOy!^QH4VjH)7
z{D+qsFe!&<?-AX_en0a%V|i4<U{rGPq!lgY*Xb<!+!WX*AlhKssundn=j<TJ&pzb5
zX#OKf)QE$P-EQqR#r3|%%}c>hMj$`Wbdl?qsk+6HQd2)m($fKC!gEG`**vfEtCoJu
z2ShBG4S_ZF>{pA6Ylr4!a_JM4jE6J+4wpN3ol9N}ZJJ&?2|Ha}^aCDjz|x?^y&3=S
zSyihtZ#LGR)o#zN+azgZX6kkosXO{O%T(@K&R<6Hx&hPKdx0J3{08Fr8l|s7mUDYU
zRO2(wI&MY1UJN-mdKv#ntkUSj#pUaFvAWip!_|sm+SC2}#Lq<jZz8?_Ke|kG_!JE7
zxvttvEOHlBR*cK3dW`?rO(?rKL@A5_S7jCuO{M=F$hJ?|T(GwSJ2%H0nc5fj%u?BY
zpsiszf2Q&Sslax(SvW-)aN@`?H2dG}#_kdjh<}}sd=Zv${!Dcej(E{^2Kk9Z`B6Jv
zY>z1m-~Gg!ba=dt$cz@oeBK~!J^!lxe7&sPp%u+l9n*S!2z}j})Hrc}n0a>)p>>G3
zP}g4OiPX%wK<AxkuLb6WJ&xp)|Ejhg_nE`!9Xims0ZjdkkFcWCEU}+mQXCez!;+Cq
ztza0h*=oeRIgEa(Vi|saW6%t6I3@sxGk^J#H5CyNM*&#u+gftoUCz3M8YAEZIb-%4
zcYH<A&2D!ZyMA9QA5QWv$Ks@-cQLx3zWl+)CD2#ARJG1U9N|+=X*d-1I8?X}?ut9P
zl`(GUHq#Kd%W^UaA`M@bv^^BZ2s)EqF|ft`TgX%@?EHV^yk1A@>)SWHtBX6M1A?ad
z#%k+|NN!+<%enJ`@EsbPMT3H^<~0utcbUA_I3N%F?&SAF-pHDVQ!P|&uY36$qHDs`
z${f4zjj;#jYJ9>)DgG*C3H@%2!aUk;iXhi0++2)zfvLU?fsj%X1z*MF-ms&h03xge
zs9#B#0Td)sY_P+Hyr-GPNg4?m;RZi66JI-zwx=P`kwoxn#$T2~3CBvpCnWL-h<&|L
zqP^q|B_*hPEffOxi)%P5bOS|SE3_S+AXztsFY~jV2r43~Il>f;b&$fBN?S`F2-AN?
zM*X@(ou;2;NHdTl*K4#-0;tUY9tz7WYuAyN@CiF12QQUw52i6o4);ou?6tDAml5BX
zCO;3<%xLO}wjo{qqI{n@a}|2U<bF+Dn76jCG8+;oPis@2EWi?Jpgf`f)T)h1_xVqR
z`rT+q$A`Oz6-Np}`9$Omry}FPNDdutn<14}!NYl|a7Ts!M7nGXTmfa7sKd!iRq9wC
zw*^{gREc~!UdqJRA7n3Yd~c42lh>GOHem~XhV-y-jku@MzaIV4g>s_7jCR1Pek(zV
zkA!{YOSyrW7+eV41&R<$AhR4J`O?lNMa^C_kA-=Sv0Z{Ai{)4t3j?2rI`MIiV;iFo
z)#`l$#25?)a1C`YZbDg;H%G*5))(=n)a3F%?&}P{=ewIVzctvOjv4pE1HT(-UrK>-
zs>(0jMi5ZuXa877%Ec`4xSe|Wwl)zha_skmb+frub0Al(bdB!qKYO|;ep)bR%x&z6
z)eD1@{e4NeA<Cu*+Rw@*$;&3F;*eVTq@rq=!&A0O&zvMSj{>A)JkHBhG(SEaTQ|h@
zQVjl}njX>C4tC|KHYUWnPQH8xW~61&adx?O5Eyso?*_~!>7OVqCn9VC|3G7_P`JM?
znI1|aYLhSY{$LIID%ytF9THD24n-9<3nEI8wX@%MqCCN&f>n8<_reH2noOnN)=<z-
zxRRH@iw~0oQ}K$q`7EFr6JS4N$!J7L$CGAErcios0VZn&njmOVnW>NeC4fn$W&sh!
z<jS2o0bnLn*T)WN;WPy$b-^R{o#hKyFa=`C<wg{8Eb<KfwI!#$GywtkQ_HZLbV@i*
zrjFz=YOfAHp(+HcPf=c-bNpO8hy+|~KxmTt-NTwaC8`kAS)E%=kFJYk$?3J*a?_-A
zZO#-%ZJgM1tTnR}kJi5>CJoVpb}KlWT3so#v~~qWr`66MQKb2Rdc2%TyzE5RY%0V^
z!j6lT18lnAM$<4&!HNQ<YRg=(R+sN-lI7?pE+C>z^~u;&``b9zKSxH<meJ30|90`l
ztUu&z_4zYoKc1&_*zvGmDSQ0a_|`(RnmwB`h?<5!tpc@gJrX<pJz?Te#f)|%b7<4)
zv0R$|#3H37JIC#_BSvbT8kusZ4PqmOWyu*eSAOZj2`W1hMS?cfZBy4}2r9=1GI)GX
z#+CJ-p}dzugj!YUvBJM)cNLA4wrJMXiy6aK8Kx7?lzu7{{u)BB>ycnaP-ehs&%LK!
zkIapNPQWo5_N;_4QbLJ<7lj3(P)RI=BWFuzta>tES%X!_x|#>OjqrH~0WfQe20Biw
zzELby6OvP}y0IRjr!fR%pO7nB%Y1t#%^Vh5OHV+3Ks#@Es4wO;NoBOtx+hAq)Ur}f
z`Ns`c!1A{$?tL-F8{>yeU-eY?%KHYXZdqjbd;8PvTQWA~_RBv-yrBG}`GOKgvzu{I
zO=ow4z+prbdvegUXTp+E099KpNRt2a@<xQ&)KN;ph7&<}v*BCXX>1OEXQ&=D!q1_L
zm&<gk{0@a@rtDJ`LM7H$OS*Kd74(2H5U@*^kF4F05SpLvTc!3^$c1=9N84L1XNf|U
ziF2T$^VqPJdG1~k553`gRz+4IG`9y}cD5YPPZM}Nn<Q0T<o6%fK6;olvZd836U)yx
zfAapC($=u7*ai1`oNaoVd4}GgFkeg82<NIX3N8<K*H+)#a%J67v1aSIn1GNTcF+$n
zmV702#CD?se-ry)q|}!<FwbGPW0D*ECW%;Hs~fhYlg4eB=L=@p>-!ITQGWyB7hA#(
z0J+ug#fN*^`RMb}3z?s|zPW1IbPVFWd34oOVqyonHpLiL9yQqgr3-ciMrujKYPy__
zOyIgI!Tw}yLau_!M^yyqbJXb%g1RbU-^5CpD0AP%9$IZ$&Ast|e_a)4H#F6Sc~tj4
z|I_NRtFDX;sTOB$oQ3qthvV5dPb(8%4@ZS-$HEs~DSD2-iyk?OMo3o)I)3Th;Tj4A
zzUp{w6QLY~qrXzT13~sC1bJU*)Pu-NP;YsA+`zXI9j2d;Xo+6(EFA1w%GsxMIo*W@
z3w|rhfWj&W$8l9jhV^!i@GvA#E8@vG_g8#}TM8lM6nm1Th*1m9<f%LqCxrxuX|2r2
zW|2Brz|2a3-;UYX!qz%}O#iqte}J*4IGW#@h`~r5;^({Yv+@lL_&CXr%+y1Aj8Ld{
z^L6~~H3T1@`t}S|6zj7cV!vUzr_NCHsBa32?(lio)mcGwh`w6^T)m<sxx#2UGP?9=
z&=4Ncb!-9}At(fh_bSk?8I{_>1y9pk(Kky!?<g?9_+l+5^{?8#w+iox?=s!F>DHfM
zS4jd8;B>JSl@+2us*d<hEdD48s<IbHxd~j%9kJmtICT0To{WsY;C#ztu^hH8R`H^*
zI2<3jZwV70zQ3OY$ECOSntE!rN-lrL4Tb<Pc=tfWC<E2bF(dRodl4~!&4m`GQo?YA
z=&s#70>;}7)>{Fe$E&>;X8Tz0_qtZpK?2L?Xt5oIR`4utCZHZwnaE>G-IJ2)oMUIT
z;j}2f`Bvv)VYE#I*t#u6Y0YSzGayFO+wA!aO`u$N=0XY$U8OZGXwms#q3WZ(!qZu#
zr{CG0RIi5jdi~W`KuyCI(WRbDfeuFgn+vAR6+Ir)3@9>&w4#;$>&2u;2Lp_0M3(?G
z8ASV+nT`wnzDV8x{<Y5S+w_0fx@S`U*^R*HgGgPW`w{3yU<5GrzvNaJm|#-SnvnO?
zZP(hv*g+j2w|Wc6t)l<Pt!z&Y<Js20fUS1(4Lxtz1(n(Mfn(3z%kQk-EYGj`4!8^X
z9c_<7kI#+xi5O~_J75H;Qy3k93rCM0X$|YHSq`FP|NdqSC7~|9t1E91w(@?qJz2eR
zs{qp9_Lbo?lvf{vD)ha!sE7&*XTQ5oXjYfcakXSJ4}X^7&ZM8a+UTs3LXk;*%-h;J
z=ASixKc0{fg*>H$vn3vV<Z(Yt)G~++ezCjkt)b70FHg-Zk6E<XGS<wK?AS(dZB!K=
zTpvm*Oc`uYI`)%`-Zr$*s<S0#_IeS0ySM?YJHdPGKbz)3yUPQ5gyXnCx59+-mNKH?
z!(q*Qg<&StQr*YZ2hAH|=atJ}Cw>fx-g}EJzDdX$@w_4**061tTzc(&P$nOpWrpVv
z4%>+}(ig8Q8!|i?#J-S5WDm54i>U8ZMUXdaM!DLrmTkoRhO2ES5z{G6w0M(H%tMQv
zt+jWO4IU>RBlJR>56TFKv?PmZMsXpD;+!iaa9&>0vq-9`Dygz|{ONT#{DZD%1fK=C
zuz%3@)>RhF)m*kWy`77kUoErzR8T1LrulR!_%rej8tP4o1M_;Gs3YBkj3IYZb|Ym@
zVdynWX%udGR)*#!CkkXPt4Zge?iAwy^l7AK2)|VgQ3%e3RLNYje0rJH=&u)N2VM;2
zM4QQ|@_tY{t7Fycg`anUe=?DPzGj7YvvNiTZ4aNm`W=NK`>8;rcuE#=8#gGDB7C=@
zFWgj^<r0h>mwI?|?>%B(+D`PIIv^@Cx6R-NqVTY0R&`^s;wnZj6`7HKqx2nKH9AxT
zV^M3HSr1@kYq2-N*eLQbD_6{pT~sCaos5t>Rt^RuaPCa;nSSbAORtA4S`+B2b!?0^
z)wJL{`z9C`eRpQKN?s1j-JS|^gX7$lZ_`Dh+>%cE{2rMhoD&={T3>8P$DXi&SGS+M
zQd(2{<rb&H;(*orP2R0qn*%;^c(Z~Kh=L;ldn!=ZJ3D-6>)q|<?!=KU#%|xca_=<u
zoFoUQBw3x)F5lEU?-jBz2?e#mS&+^BU0G@GUGK>@-uVxjD6ES3Lt6IDR98PN`-B~2
zMI*kb)Y_cOl@{Ndu?FwWO&DoG3b)Y+vag3Mu0m7u>g1+S`^a$w@L<&nUJU4EGF;i}
z)M!v=5xyzG!S#T#@?P<+o}Dj8iWR<aT=?sj-ToipA|+id1S|eX-}-nxgTq-1YAD22
z(+s*mRtkHV0nXCeu%~%BO0u(Medz|hw1xe=KC08Yft{!64=ZVFN62tq&&S$vNJlqm
zLlBv79w_4cGiiy)+4x7G>J;zWo>gL(3m>a;*uRiC(7Tl7qiFviWFKLZf+a{YcIHD<
zGDH||L}iTO9sbgJJe96GN+0shDaUm6X=!UySD`1&j*eWtGi{xjJTlTdt}$fq?J#Zc
zn|hsM2Yedox`?F0xDT`l_Uw6{3EqU)a*m3${||F-6;{W;b_pi9dvMp_5Zv9J0Kwfg
zc#t5$9fG^NyGw9)cPF^Jb&>qPb576GU-!)1%v|lOJfwbAyY{=*yM%6A4qgpG#BJng
zyByxzniqRu)+OLjuo}}Iwe@H%kTnrIbIy>RXZLn*sa1WN7qH4DBaQ5Q*>u;(j364T
zc=pdy6S^{c!AJRF9la;@7RS_f9%j>W-iyO(*#3R*aqVto>F=3Oqo?Czd2dKI7n8TH
z658^&!ayJqS(M@%k*n91S{Nmvidblwnp=DC&unZB7aV(h@d@g|D*T~Fs8_ULlgC<-
zpcMX?keKVw--cjx0nY;qDnr<%(o_g#Lb!0`Gy_-jB3jx96^b&c+xOe4_ETJRiYob}
zSy-Pg%T8eQlH4$y40*Oepu%#dG!BzqQbrVJf$iP>P||AIo&pcA4o+={uDpG;LLkcm
zp5oF9IW_irs2Sx(uSuYK_hA^kMqQZtwfXyU`T>dBh>b2qqd?_ruShO+yny?JdI!o@
z;l8KcL%CoJMp|&JUeZ2>!`hI@h<9<k&C1IO_D`%5ZF~l$a&jcqp<gRM>436iI~*bt
z_(A^cvFtZXz#ZX#3cgW)+CKgURztI(pJ7QO8^Mk>R`YGcsfI)<B>*{TEV}!inSGRQ
zjA2C|?W)Hji#?fJ2LwpxiI%Hd`jHXje?#y*7;Bv0SFXbx&acbsFy!ouC<v+0lj_&e
zQLaUwzgeluY-nz$i2a5*EZ?arBPC$pLC>ZeYzyi_$j+miY9bg~1nxr`P3T4j6|g+n
zoJss*s{rrO{FO<(>ApBq{A0+Ap#ziHA9@*X_!B6I0VxI+Hrq6={gf=%p|O;f1i@@=
zXk!KTEyqHQYYiU)5G19X79lf|F_k>`XrR9M+3eROP9Rye<6{|hw2XIN&7m5EX$P}|
z$#XCl1U0I9k)aw9NkWLT{eX>dUrW2KvSx^RwXBnRU^(JX*>DXh^WnMU%Z=j>VDDh@
zz3DpClSIjSlDjZY(6wEUwn9{p;s>SZIfli3#@rz+xtc>T(IOYF7ViSGX?)@15;=H+
znmCAon7Q{@Hq7V2%g{3dv9!u<fvX;7(9h7UDfG<VF56LJ+V1B)5)C{KkB}bE^gJHV
zM?G@_y4Fq4kDZX21}N%K(oC=idvJQ<qd)x53V$Pc|5`r`n*sCA<Ov?-r%E0%{IuZS
zrmB*;P%F)UZms)DXH|MU2O4Z|(6!HkQ3&a7z^^-xkNMI$JXpcQ(Cwm|;YDRY4y&pw
zxGtU|r7Y8YPAJrd)jRC1zUY@5_({OPT_U=pdtK}hB>Pzb2{Vtv#m~X=J%~5flA`If
z9V-^hc$P*EJ2MuW`OL7sU>kC<an(Y>SjE%0hw*&Tg+SXN2ZDXkBNh7uBj4@C^QO9L
zmz!3rHnmB$i;Rt^nfci2xALWuxr+r$<t~);^?Bpm3Y!wMqBwj7qkjJt7N*DmC9SS1
zGX@P2j7++&6w`8^Aon`Lj45}qAcVMJ00c9D1d}a?Izdv7Rk!$W^;gT1zqgq-POjK+
z7l4M7CE~dpW}1>CI<|g&DL$^B%8hSJ`uKgjj)GtJ<lCmn*#?GS-#crp^C83AJlY1;
zh%UI8g~<iiU_NLZpHXguUKA7qjA4Ya8z}=wN5T#{s~WRu|JmIlp0S&Y;A&9xHUTN|
z&@d!#MhKAVPoW){#Uhvom9syVbvydBv=6g9G75VoBO8O}`WJxnl$6p^l2g^{AgMA(
z<%$!qaS=@L(xsYgo*(5$SaJ@4hQlDvws!B)E65$mTEj4e6$6V(hA7l#!IFtH`yTkk
z9}}Za`rWuT-guG*d~!noEF;Mn`*2@NuGBsm@be$xNe9feF?G$l0k9LYv8?B=3*@V;
z+CXQ{Q(dv(d?*wB$fwpXEuyJ)X<QN@`&vF*5$d`f^RZ#1G?tw6PUv-9_NAyU!8ddT
zVHg#dsWPfh1Lhczl4|8O%z`MGu$ZvzKp_ZNB=E#KR_#;0m^VxL{M@mCV{NrXh91sg
zA;HN(bl>-(uU~ypxHpoI=WAi{7^=UZZ*u}8@F047<<gRPl&kqFlJ7YPwThX_78#)0
z5Q>XJuy5&-1bW-D*L*>zXiveBt|aMWrNNXA_<Uoz6&w+Ua1|KE(~SVXKf?~c)h$hq
zgjpFBZ)KsE?7d{W6`IS0batPhEM{oBJkAPHUx_%SD0fC}?!^@udanRFodc5`*ppeg
zj>A6TOJ#6kdGZ0x5yy)1Civ13!qDOq*3o+wi=G<-b7LZ~0tTTdo&Z!FI9~$>iVT%s
zLE(kmkMC`1OEzlJ5*VFj>+aJfXDui%bE#e$Z0o>xd0W1S_BX59$8)W^Rv9N#U7MQ3
z+rpIVgjKUp_0S>^2mKkXN(mnjd}b0?BI|_$GD9hIGmXPM5Ct~5!NybY0Ywkw1?Gk2
z63cr(l9&*gG<qQ50J-VW`f*%p<PA=Y{zSYP(XTRdo|m=2^{NY4KVw`DJXLe?N>lIO
zm(E=$f%x^&xNEzDZG72{>GNWyI0>y^0B^8Lgp(c?<VSu5uRTouW3080gYr*9=YOG3
zkVU49!Ib+Ap0GuwLw^C!CbhoqaZo7e=7KBJ6FTw~6<${BEZT*~36yxs9>V@S9NDOW
zUSe}T{GODw?n&D<qQ^|b8|qrFY{kT?3mIPQRIx_WiHmzTI_kJT9L>dV5|NV}3;++=
zFgGl~U*9_9Y6AE&{<c%Z11-yq*BkqD`tSJSbFa=^zPYn{d<%A`vuOGhtN!LkIo66J
z{1;9EkWn=tIif`IZv4A|SmeSW;t(K5*+cbm`a$~72kTpE>wEuCLBhHxQ1hI-%a?pM
zSY-g90VGHNKqtW1FZLhCen0xmZ2(&V#(ojNY4J}5hd#(<_F1!7IRW3DTY3A_GEj?=
zD-LG-w+*h=*-0Y7Mmp%y{X8Wmx!VQh)8%#jhI<h7FyiUs@u3X>S<>2_?04Vi-;9k7
zV<;yk3$Mq#{bwlcxn2kUoC3+eP60p@n$1qfGhcLCi8S4A+w$F>@s^Z5InUfLb_v{%
z2dPbZ^{}xuvzZEXwlcER@gd){wOABD2F#|EKx0F?xi$LFh^^`v0_iSCTU$nQucKFo
z(%6e;QR{V<F3!xQ+H*&3b>gV_TwziF1#pbTytHFkCm%K7Td0zYqS(j64?-Ea;2naR
zN~Oe8OoVN2Osm)3k%1zNC+3%!jww05XCRqGR$yz9=k$B=V|au0!^JJ%2g%l}Bdzv9
zaH@gi^rq8b7AvBoDvv9a+p@2}u=P5>7e|Vt9psIgDmifz<H&7#nI-hL2`$W$=cJ#c
zF4<WgN60OHJo*@%t$QdkRUMtV_ZHpr*zPFea)LTl-dMl&)$<F~iAqc7r43%*ob;N^
zlzq)_%>@19IRCyW6{8`6AReyA7B}4Pxrstw=8&6k<B#9jLBcxMbNPu9r(%0o>k5r#
zos>~ae0V;Boy^|)iE?uOWKV{|yR270>O@p^hS9Xs*vH#wRjVw}3A%(o$D<$1@A?P6
zh!K3h^25+h@Lif|UYon0OKUiT1pgW&=Btic$9#PzuS^Xcuqm#j#68S<XzBOCsJTPA
zz77^;d$G{8RJORS-Y1|Ig|sE=vZ0f7pM0b;j_bLtVryX(I@Ts)$qbKA%nkqIzJ-tw
zP51Ru=kAXFG{Iw}dGgvyM9l<EWJGU#+aMQ4uI~olS0mdaQ<%C7%}+VY9%(Dvcz*m$
zbS6-@oQ$&+gi{G&(ldd-h9`tfvBr7Ts*(GCqQsm@VeWv6!(h-eK^2mE`HO~F*dS}i
z%0T9?RH29Dh>h>#iJ~BFgR(2W0-Kh^wk>O-?~A?{>t~HwMP4&M_*z65=c$8$eWxXF
z@&&4#@4{pEK5x2bLc`@VMytfMxy_xn-K)rHrgQ{~`G&u5QT|Fvr#H(!?*kWYZ`GTD
zq@GhehnZ>GGlyqUnch3QK#JPdoU1|x^WCO0e!9!Tg7Np0sP#xK7Av`og&SnI5!Hkv
zson>Em9iB<(8Ol$<RxyQK4S!!gWuvv35u4e1_PO~6*VyZKbjDSc`aJ7!&6&9uS&Gy
zyKrTG<A2@~CDRjDkbgh1r+R<Ue(4Pm&(8t)jgPf`0C!Smm%phHb4N5(+w~FBFei%S
zL=R@@1zl7Gn>s)XZ|Y@4nC<}ivl2;5)RF@Cxj)2ZcK#$GT}|RTI3}{NTL4px94MHi
z-k9rC#+11#`VDq7f)SI|c(g3ICE!dX8%|}N5*?I<wqY_?ha?>Z<&Urr@Sdqm>(HET
zQu;FQ&9ZU?u8s|(;{b$?z)#>&jEUuU-=n+<jDWbhv)C`%mGAG4xz=8LZC24SfSm+#
zX5HOYKNMWN1Z$z~5uT|St>auad*?b%D)aQ6Yl|?qd&qC$LnIh?*qodxJ?T%D2X0cU
zr65-WDlOCIW^M_%r9A>N9U^#K;OK?OPLUTjG5wlw5R>LJ1`LW-zd*pqH7BXAT3ES%
z8TsS&A(Svd2GNeG;If6m+<mB|&l|b<X#ZhK8xh7>A&_2K|1j8R0$-)>>GbK(1M2pr
z{r({u_(pz7o^?j+o4sKb9;r+v&s)y29q;rN5J-?$8|3ve<kZ!&)Kg-yIx_xx$S^E^
zslpxazo=86|KXSgwO<DZB$cNPs&7|*&^4wqu1n_7JT<eN(=9o8C;^EGm6(GoZwKf^
z^l|JJb3|;?Zn(x>(olN;+4<Nmxgjol->Nf3Su({2>`2vxmy>KX-m8NY1=`XSN91&(
zT+__S_31%m3kqyksNP-dj?jTQD7NG4Vg(Laz0hK6#3OS&DRq_}oJrFUS|Vg`+fXtF
zj`%8sAt=odW9e?rUSv%5&`(XhFLfd3Pm?D}n|7)$FBzk%iFRjr;Hh1LoakXE{+UbM
z-E9YM4ZnE(VRnsx?!?Inn0+v8l+_=81HZj|O14)xfFzZUmwNp6c3Z~>meYq>B2$=e
zUy1Qo9lZO`o@rv)NhNJdOV6M6!biI08?TwAnTIjQe+6RY?MyPtzR8e=m2c{K(rS+z
z=2HQLKpu8Q45seJmAq655;Y(SZljM!ULp%#B(C~J`uj|9Ib~WwrTqXQ!>+Fwz`>Yt
zF2k1NY%Yp3TwxXGV+efjG`I@t&Lp})*~8i3mQAaybLad6CGIu?5E0l}FhN&^>OI%z
zUMIKa#<bn>z;^SN+UebqILX6$K!ofS`&5WiSC^KgPEYq>AW1vKu;Iv&)@vkm6P|sK
z=q#b3cM+m2_6Xy--r1PA={6YUDS${3{RI6?%Cs-f$?KL&82zgI>LsDe9c+T9WyC{X
z6P?&Dp*vZF)P^5+nv2?>a;j}AqBS_`0qtne6mDg#x|aD7vtU?pICT58@y|KpaizQ6
zzwFPsTMT#GO)VoVf()=aY3tF?=^62*(iJB8+2Qy_b7<LGT3cCJ{S2fEXEB&-s<rFR
zWt37Tid@=9X^O!#5pgS>*lGRnUPifb)yo9>QO{ISh>5(CKHQ4`B64B|YNrsfL$oK&
zJgEA^<icqsb(MA28gZ)(svLXDRT0|F)FYWp*Rax2NnCQS4csyNpC=Ck$fQM^l=HZV
z-p`M8s`q@Ixmntul+uxj;k8>rC1h~sK4-c+gUvKRsz<_<6~758aIl-8^<eg?BP#8=
zsYJ@QWb!K)sH(rY+vGil^vaDt);3c{G4#&4r(}c|x&umT!SbDbqnxEyZW)AH9l<4$
zFlmU6V>rd!1GK}X`x$bN{I`@SeLCd9XHmO15vD$_^{}DM-6m%C|GK%DFov)`=tg%P
zF5f|!Okitwpl2Mv;yX}yIUmc{xh$n!TFxb<%E{EY#`SM!2#SJmvGZj#)xX8C`n6-A
z--@&r7Olq5)t{TVBsT>&Q;kZ|#Ji2K5KQe`T?wiovsHlNlt7)YxPeH-a+2v?cC2gC
zz^M)m6%FpM;(hKhE9KQBB(=2MJ-DV@;>$L_NTE}f`tb|Vm#yGP4^-rg&uN1Q$@%6r
zZB1!}i4^u(Ayy8S6DZNt=61M2m%^kYUgsC?fRPxOcWaCdL5!Yw&vFslmR%pkcH#xJ
zUe0FkXx9eY?-r5W@BHL7++AysFeCj0(ae1~`Z(*JtF;(4U0IN@<YJs+$8Xf3KJnR?
z##RU$aQ2<>lCTbgbS*q~3}<~{#pB*woK2!mnNptzHCPno*Zukcm5A!CXR$za++^Ev
z)Kxdg5I6bhn?h=MSfqV}d|e+qa*y=L{Cn{*koQX>h@^WztnDR0y5u=bUW2^-fwJf$
z$UGhUayRcF#%N@9$xq$2Kan<Du&B=j%>rU63yfL%gW0Qmr-_ybKR*WcHbeW4X}ZP2
ztby5F(1%xMx7+P~(t(-R6*R??n_vE6s}vN%gJWT4uLbG?+nA&o4u=)MzsF!Hu=XVW
z4#5R_O~yVk{HIh(pEvt9n|7L9z@-Q&gHVRFN5j8&AKN)`k+QI(7w%gcH$+^Inhus#
zvoWXcVKTbshB3ViM_ySq*57iPd_K?BL06G+xinh>QzI$J<(9Kd`)E$poi$p@b63#t
z+zE%qeb=V{6tfD^hvQV*^4PGR^ZH`K0))eTOi;X(FO$p~N<o)q!U057B{ZV4cf2HD
z@#Cx|bd7yoesV`2R2nhDj=l}|-wz3%ifq46`pM&HV*HMxwV4>mgH<w7o7smdS>&%a
zKTdtQ8KYC$ba$Fpw~u4jm|$;q!};?s|G<I;ZyNhJC|r#98hzZ>7qA$fGmFh77^Jq^
z|1?Ph^EO~O2gdT<zwOW#r<%UoV2R=>a_<(QfBy3^|JDu-hB-(Izy=av>0m$h+G6yE
zEZ*9o{{bRDI<Ef1f&il<I8Z#h3e@BU$FTob&=;`R5!-N%(B|_vyY;wqwPKVXQX~bb
zCixRrw#d~?I?R^W?b7y5c2H)M8#?j+Vd?AJE-2vk`R2MFD3l-5Y38`}s=mHh8~Z=w
z0q*PR&vy`~@EeQGw>&F{r}JeGQ{H>gY_IDUUshG20`~Xs2x~pMibmOfl<hM0Jh)%R
zG^VnEfPxo%yrN9V_cV#KNUJ??Tsp2><<XAgX<f0bciTd}z8YA7U*zH~y<$Nk^rGl8
z^@FDWdZi_vQi_zi(hBf+^FI&FA_~&V5L`|Ws4@QE?l~?d|L!?ZPnvg>ik1zLoQHUs
zXrDPrjy-hfA!7MG1Q$8Ju?;0k*P0C#;0l~aiA<4ekZo@<B4auXuQg4+mQoMerzh-i
z8WW*r&s{1IwRmrzVOund|2Pf{6IWuxK_)&OD(Ko+QSXpYa}{za^Pb-J-^`Q!wUW`A
z7x9EAkb$+tpfe;YjRST&c>WF~OWE6{9P=_+;k%1f#ueEp=zQJ^%hr3i_ia`DF~kv@
zmWB$3KW%=s)7z%`)A{XBY%tCaiOr{>Uoy$OKff07+hz>`4MU?vFkJJ$1pm`I9l>*x
zP*fECwb}Ldk@IyC72_r29o>1LyhW$AM)4d=X`CI^sFF;VkbMl2Ix6O^R-_*x#)CE1
zDTUfpQVe!tRMG4Zk#hw*`ASMl5fK_+lIK{j`kqqK@Gjij5sZ0ezTVTjKgBx_+l>?o
zj$~w6GOT7rt$xLTG;e`j6&S_CyQ@@myC!Y<+^uni=06oStvhY_v;6O(qA0LXna8gm
zD>LmuabxXnrczD0LiAmH>o-tFS(;?VtT1cSWbuV<pJSSqO=a%7Xu?mc4GAL%+Xubi
zW#(|Q6Du9_7Ew>O?Dhj+w)k<Zz1m~;unfie#>LAPrU&JzUf^g^Yc6xR0)q~f#mneN
zeKqL?TR<tB==*-RPD}6T|F>%mxNTv<WuxlLVyr5oj>c!(1db-s`ZnTyI8(=b`j^W)
ze*wJj6Xxl;rAh3U!;oNk#iH)qRb1NS$<TK8&Cl<5_Yv}fDMN|Aj;cnfDfRZ=KKQf<
z=eHL)TG-mV?&2ij9nSoQAgOnyHHs;$fUeTM3a0dT(UJ1|R-4imY0l~n_i6Gl^zC#5
z@b~$y`d7+%c!yZhC9loLktNy=<_%)HNU4vxyFbZ86x%LZxwaa!M6=}~j?mPM%Y(II
zDz-?praBAW|HigE&-agGfjmx?!=cln<N2_{rE++4O+FiWMZPP1RQlWKRkUW|w0Bvu
zpOj(6l@)EoZe^-e(85pJm?UU33|y$Z_bE!h{mZp_;UjyBnzqa^_H!X|ud+AaQ!e)!
zrYRG|9My7>;#e=RyI@ixk>w>QkFI5%1r{>upHB}QkGdEjRe%?ySBF=x`xegHx2-TX
z>2INHHf#4UY#x_&4eZ{?5m2=~`C_7i?9e8t(k7x-x6SI)u+Lh4B2iaYqE$&`rP`1=
zE1bR@kqXVN_>=l*XJY#2sx;_f<O_6Y(H&QcIB)APkWD7ducYH}XR+dSt5$IXcZVTn
zE7q~>&=5a@&V@b}FNGSwp#Rtq8G}guxLPM|ioPfV-r`MKv_es|)eWZ}!THNg;_E>H
z5^2sC*l*t@cx^AwSyA97Y4N=U`kq#2UT(`gF0Uy}8h4fD)YlYJymgU&?!aLS>9v39
zGRT2r{FT7oEjMiEwxdLYEl`e`6sBleKZ@l>s5bnA#Kv%#wD&ZlweH=0Kl1oM*5Oiz
z=WwG>*Cj08;3}tAQpHSWa;O>2C4lw&mw(S?J<%#0vlq*^jf&T=`O(#G(%aT~u|BK#
zv_Tm{77L16(t-*^ME$DN3HOqEU`VsW7>1iwvt<8ghoKKT{?RbPV@I-jYHN-j8wjc;
zXxiZdX!mT160kf`nqL^;I6*yvIV+9Osk=WJ1`>L|W`PmeLqmJn_!3WulcK=%U=}ks
z2**Q!=#2Nn?UNX35lF{;)5*Z-GnPaCuKz@6LxD-7lUO9WJR14EJX}JTzhQC566QKW
z*JTb*WYKuGykQHf<BB$t?6X|C)>vLgV-}iGo)w>gZnSp3nC>`Z`}Mb1jfl0i2F@YJ
z2Rk){k&j?#mTa-1cPoUS+-*eCe%qoWV|oXLSC3r}N>p4UkrJo~|6E6&^Z$>v#JvY&
zH+GFPY0woR*nAbTF%R4g`R-#E&kAqFr}4!EbMH1)9p7#j7271g4(4iAl$~JIBtAvF
zE9juhP<9Kf;W;16#9u$NWTrfIN(NhtNc%>mQ`fEH0?=y#IfE(4Wj{$o%iU%OI-0*V
zLDMs6`%652yT{GuAt3|X%FFi+pYhE3r(eWf%oL6giVK!NTj1_xPt{<ks+F{RMrn1g
zIqw$|X}yY?t@ub+s?|ikxU3dcWAo-dD7f?)1c#^%4$3yOUJNww;_WW;up~WylsP+V
z-=B$=Fk7f{OMZ#d$)!ds!4WDS3i*CGh%hbCWQl_?iISr4u>4MNKDs)czh54@9kUzB
zb&@`K+6^s${f^u%Sg1`ZaeEKy?X@Q6^lpto<QH_a>y*;ED{@s_Jwi&0u}qS3?g2KG
zJ+Ov|zre=fAoXsXC^pzF{}>mUP^<@;V`KvBdLIZbnok)Yze}mY7D-)P-a;VK0X&Z0
zLhSKott$gfU`$~g-z^a_MdH~t_>=84C?0+i?9#h_KnJmLs7Q=XY}D^9QYeQx7P2TD
zUijLU0S1vDndY*a_<z72@^$@R>(N0AEcy7H?jY|b;1*T(LiWruDf-boaO$q#EroWM
zun~r-mgSM?J#A+XkeU8k#LL{mY&B+FhyBrb=%8xq+ku%jwFMhInUC;c-JY3Y#*kS}
z6j?OW@||R*UzsJ;l(_*ac_>?VhoA#145L6vVB+;bzXVDGBXQ-&a^M?YkpHR>0W2VZ
zcWnG(<%pJKk*JVPy@W})E|ITQS;7uoda&U7_W@#wU?irhUCK5pF2OKb%mxgc<6-p~
z0CNntyFy*6wCaSggRkM&%!Sf=T0vESAF{t+R-WJizcrZfhfpC*>0FY3nsKU!eKz25
zqP4Bd<UF4Mj@Q=zt97wxdcO&@jm^iP!jBO&Z(sQHxH`IznM4m+bEe>n>6X|(ht4c7
zWcJY%@MdX&J=<U4A$06b|NU%dc8QOw9q!;FpuX4UUgf1{E_}U<-gj|xYAX`%c5u@$
z%buj%aiI*;Ic?e<N4R(BNNa|j5&`?64?mkOpyeq>KH17aKuMK5s~gDv05wom`t6RT
zBbyt>xNNWPPK?j3(TZ&XK}1ZUyxlpOR8sgQ$2I`>xSUNc%0Zcv`={Y7hvh(KEvTI=
z8*`4PAT|jq>;<-i^b1~s317zW*O6j7Bl2ENw2BzR<en*%pHr%WDEgw1+P}9cokzu;
zDr85@XR_hdcPB_!WeELt7mHIWM=uU)e$C;1?R5AEPOFVNW*BZ$z_bSLTFqU?3pOi_
znDf+1o<-b)G}?*rpg~8ZHlA=CS4!hM&xjf2Rf-Nz`b9dcmYe*}zuB;_Kx8R@ZP|G#
zK-*k9-GRu#)sCcQ&M%pA7cS}}y-&p$5>D!N!ns<W)}lVmsLJivoCgSztRS}FPoJ%f
za;6A%DH!-X;y-mcCZQagoy%}m;jZ$lTNeHna*A$aXGr;6UaaBgIj*e{eqjscjlW@0
zSpWw<dPZoQ_CAM07~rYjcW=<#iG3=S1l<5`S{Ar*Lo90ge{3PTV=y=}L<xevR{Mxx
zG-4Hhan|T-xq4Ruu>aSBK*ySZ_GSxO3O!(5wm<BeD(`tm_oia{FYrL~=_|S|P_FHL
zV48-qryxDr+2?-=sH{x9(}q72e-(Wr@Udd;JgT$+$r3CO_O2fp&rT0+BB6^8+Ds!t
z%z*c|USoCN=Jg2pb0z_$EG7WG5LVq>zd-{v9OZ!WKB(gYiN8-%dqe7@3xH<80@b4a
zg+c(t^z`xRWa6+7@n!Xpp06ITIRnd%g}*lE<5Vq_T^v9rr^8LL1K6B>huxq5sKqY3
z9z7l(mH?2jSH6<s(oy()$#f~Ayi1PEPWGl98(bdsy!fLX3;eGI$QyK=E7NiV+<G=p
zbE~bV``Vs;PBZBU-03a%kUGs5gA(l0B=PfHrWxD40wTxK<pNu}HuPe)07@GE(@Qbc
zZeL>I-(nInX=ZvC(nsrNcxN7ltiyyZrIe1eY$h%HanWLz)HA}HU&yCAoA(Al84>Rf
z#iwW4Q^fS60=ivjXqa3D9au{Ba1<rdSVnfufEGv;%%^*^Cra=9bdQG-wzZTWWB)r@
zRcvNW=?^JeH7GHIxm;gZVg3WZ)>g$-;(D07PwNQWIFATM8aR?Ro~CF{XgvxQhnQ~6
z_cX}sP=UZA?>5Ll%l`ct10E}%TVXf#59hh;!@OHprP}yu$<va=U&$Ym3+kyf5MZv3
zj_f};AnAP3)SIvnb~|nyGy%G21XT8*F+S!vVxkwgIU&H!Q?$VbT|$EwWs9;Uf^FfI
z953z`bKD>}NoD1WgV+ltQ1o9aP}Fmce`@5MLodDJADnBL@xssrhUGt*!T8^=CV=)Q
zJ(RCsPCaz?blf&O3D7#o@R2!VzWR3f;;mEVSWD>=FLB^EPU)So+Tr){e?Z(ZaQR(h
zxjlhGZbJsr1zgpe!pXM8f;}0PXJ$%%a>)%+Oe|GWUrJ$C%2Jiam+^-+YN{C;ckpJg
zN=f6~)Y6$jlZcd8Nl6dHVv6F?M~fiY;&pjkj%}v|eq^^eJ^q@xr2Lk8;_-sw;h978
z_f#JCr%0Irw&U@%RiJECS4Ak>96N8|F>=(S{J1)tpFN&cKu;fZ;}my&Y&#0J`u&eR
zAg_(6&S0lep<{X=iqLyDE5}HG96hy*ecdPxJ}(kQ|6}dOf3saccn?&7E9sMSXohrN
zplB_TQil;TsGIe5sWnk2;iP5O!5msN2g34HSNCqQJDG-#J82<&zSzfSZc~uJREQy}
z<4_X1|5}KQgm-x|htD_b=&F=Z`!&EYRuiwqx4>=hT^50#Uaq%au4uN$w}K=E)s{|#
z;Yf%|zDa&>Ty#+KrvC8FAU5WCDxO&XU~aYr`Jtbao>{G(Vyn`E{7aA?8k+6XQv2Vh
zgyU9~G9)9-2b&|=<pdp@UiCPelF99$zI0lu1U@L>F)fY=BV^O2Z(OjWn1pxHylQMW
zMyqZyW&5k!)L>uxfF^A_9OSls4~^YEFk={~kmmv3Z126_hq;{ng4A)@`LL>e{#t+P
z{)*G?qVad}5}e?`<lW)rnNyE9IGZNAi$;5NaRe$E-4Ur<-t!A{=DEV+yD7xr=26EF
z`^fnV%O2aQ0<Ze!iUOq{X5Z{1V3ZkYuVd6{(R0BNH>D6n-9D-|eGue#7`AD9*{&>`
zGMFwBCJL}@Mf;T2#cT>2{S1Mw99!#XkJVLcRi=Uou9ERftJyF+N4N$gmL2Vqv<*lu
z`A(fC<#SNN<jwYTGQzaHM{YG-gx?QhO;Te|%$&FhXSFlr)9PZ3GoYUh*=OXQ;R&>z
zCJlqEWU1(#Rj`<2p13R_9c2<Sk2O*MVpkf%qJUA|be6&iPQLSQE#)-29auN>>!JjK
zvAzq-y8Zp7jF}6N!DQJ2_Sj5~HWGlkjxqG@fV!vg(+W=o39+PLfIOE`oZy;p_*K-b
zrWw5*$x{*;E|O`Bv>;SH&FSh3i9P_My{eL=?_49ui5w={rSUDbH>1NY>a`RG1kkLl
zHMo{o;J;%@Af&diz(gI0s`aJC;i$Xq7$d6Er8cH#fVET>fA}z$6cCLowi(&O(sf@B
z@j0|AvG~ZwjoV_$)*#4D7#W`8C$L7E=ILk|Vckef!y{&pPXD+BU01_+uLafk33X^~
zi!ftib6-8iI3BqBG(ma$Mh*=8zW0jMuu<$xnAT5g72MTfjNw*!9Gre16G9p49AIq4
z?-9<NttjYn!FM+T2zc2U;AFBp{@3ClAqi}bpTqAFIell>lfPA>b||elf%xEJ2l(C5
zX^`0Y1;m6(==OVUsYdkPPC^eW-t%s#Oy?dQML+vXUx^v&I+vWv$7lh~d`9py^1Pbn
zZw(^AuuO261WT2wvQ?odo_{+dnyPRMQP;(ve3ay7A7trf>auvCdr|tALLY)Z^=30b
z{t{p$>epeDFE!tL$jCMsc$1{CbE*m^j%;;`s3axCgBH++&7pp>C227Ue2*gh9LdK-
zp^FRBR#F0`r5u9|>@6%Tq7%vSEIRcGfvPx}*2)2UYEdUm15btgD%d)x*eR?yJ6%~=
zf<J>YI%bOC!+@N}r)RXulbh4_MGr15*Ztz4Nil0T5I_e_;Q;|iP#iE#;2k<EV|52J
zl>-H=O0YDrh-x(4@qu8|95%b=WDQ2*y)cx>K7FKcnjYsZ@TwdfFi}toH94dqPH6+G
zgH8VjPFnM=+M`H);*;)?Q+CPqpHkvphTy5c69)NS?kmeUbbCm@Qiyd1evqRZXvpu`
zyT(j4u*Azi{dz(~nv$rZ`N-^EcY`$LC!^2mERNMp^c03SjDRf`ThWyQJ1_IAF6JVN
z<ZD6)(qN5m5Y$bpt{5c=t+W<{3h?3uo*$;j_G+Sz8*%F7bJt=&rZ#vdVxhkTKE)Y6
zH`h7nWkPwk3%aV<PNJ3V0u6E~JoZZh_grEOlN_&gnX;)gnaSIaZi0k`Xp8seD`eZ%
ze`hA3(!WTS<*7#?*JJ-uqC4!0or~$xT*1;Ks5|d1PZCJB5RMv_^Gv(!JJ~5gM$B=I
z+W-%k4&t2b^9Axjdb%CBP~b<S8o65tHD<QAcEtD{q<0n&ae=3ZITp-dT3XhCjFnrl
zjVe`W6M;fPO#&2}&z!W5sC?N<f9bU1F!I=Tg`HPE3+sJ~6s|DJF`g`0It`Qqg4d#~
zHRggS^x<%xh8)h26Y82@_X5aoMr)~N!Meot3#KC<I8($>V1{0299jW(hX+Ri;M0eX
zz1Y?01mcY(DflJTfM6Lo0ksUllz+=?!bcztaRTV1o7h-`M^I;-A2Gfm3FQjq`8#5u
z<vMne%;2Ro@yb@#srUE6hI;`wJ7UeT#KQXcWc*9BsBojuv);w+@3T_Q9BlfAuD0J4
zv$BMXT=fs-ilRAr%*{O(N5CUaFG@!`n*S^Dd(~)}+k61lak@p#9|6fq{mZX%>^TZ8
zC?5Frsi`UhJa$h#>*pkV4Sz{6QR(b>e3WG3rmJHu70~~$2U=;Jf0~ao4Cu<w$YNRm
zQXObM7XN=X7`xj-OPg*@nFRbCRwJ&^1+&Dn|CLMM)&NYbo5;Il|5oG>f?Qs@y-Mw;
z$;F>MGe3Kd<=fo<{&2Wuuk(0B`F@(Ew(M3mCa7$-COVf}#g<2<2kR$pJugpbUR@uX
zuH-n}hbRSOQQeGpA9Baa6Q|P5gaKMyZXZLdbs>e2>p88=nPSFjd{u%m=hYS&^A@;0
zeIgUsIyUu0t11Ld@$5^;9LJYIw%VNDE*Aq7=X*I~cu!Ut+-~uw>1i+piCnLzpLL43
zFBZx@2e0MiR&HQ#?k)p(ACI&wy3YR);kbNMh<(g|#QS{2#Rl1n+}ACiq0>I*(q;oX
zI9cPOXsS{SA4x(RIi?5qqlX%wU?#4%_n&`=!p8AZi0LwnKh4JSw#%k1q$oPgL@wR!
z7SpTaevo28{lo{|994f^`(J8))S?0S9z0}4R@2iIs^-lFX;%ys6FSThJKU<H5EY7k
z2`2oEvnp%<+XLis%9WR#vpDwTcVVwu45LyM498B7FOR47$e4E>YY^j1ua~=DJYM7v
zdrsTbUGDrWbfh0%yQn>1WnA4)HV#nhpRR8BaKhKZK1zNi4Da&ZN*g4y`OSU~>GE5o
z+&&`_@};l+P=%4$SJ<S|C?j6zM1EnHWA}XidS7&T_32J=35rTKMKpp^(=`>&`xpP^
zJ^j_aV^!#GTv7a@JU@r7#`FwYzj(oX&F)GuMdlibOX=F&X91Xc2qBdZIz@A|TpuU~
z<lgA+kW{;IZHv5%7hx!A7vORU)x+-trJ9LGx2{Z@#eZ3!eXyBO@>$5pVizh}J>0K-
zmmt&P?+*Cgd+g8I=~Fx2MY{9akT9HKfggB6z8u9jwoeRBxW0JrweNX4Jg;FzjJcOy
z9FOgRc$!OO^|8%gjb$vmvI?TWU<AhByH{w8VJoDx#Yie@gx|3eL+s!9RmnGLv7FpI
z_;9C9=}gb_uPT%9rZqCfC=|-W>d99lSFcA7W_1;yY)`4`Frdr_#$7vcWHn@`r0?$(
zY=&LPPL=k!kc9<#X~V)}<iwL$dy;l1Zz8Br!t$Khixt!OSX*@s7$f;S{H7$S+k`b5
zE|XC9pR%Cj?K%U`_Nb4z)nox(6&pQ{s6H>iyLKgEG|0jeSD`ejZ_<-h#uR28Y@CyZ
z2z>$+{(PLW3iA5<y(A2nrueQoW98?_7&}X}LY7SAl!YR#!EB?Xiv|2F2P#i$TbW;a
znj>Z)HeCP8^m_rB{u~4L-DgLO8OY<>hrvfwB8E3ika?i*;n}uQEV43ci^|`MeJK|F
z{ij~Ngzh5q>jy*^`2?t%lx~-zZ*=eXF8Os`TUQMtc*xn|PBxfere9{$Roa@b5rgQJ
z+irW(J)YZFZqr{1hVj!wJkRrQJ;@(?UfE-EH2N}d`U_UH%Vn7c2pb&g)qIn}#=q*^
zQV)ujK(!MySEKl*l}*ZIEKV<(Ly(e|IbEBh32~@O)-Q$nu=)mL=2KROHRL(hemaL&
zTqM_9f8y4jZPKC*0ukSE-s+!`J3n+8q*b)OT^Ntlubv1c(DbhaQF-J%f5})p$$B=Y
zT8AeUP;?+>J^3`KcO7J?tTp%Zx8e!r6MuqWKWccD5#D%-+!q<w*3iA*8MrMQAf&Oi
z+4H@as6C|^y%Z{*CZZznEM6O-8Ty?5l$hExb!D+;y?7#SA_7nlSO!`eM#nT3uFYv;
zPFp6NSzle4est(&+^^2?wu^4kOlIf*GTtmriV-fK4B0J7R?cRlX>vugQ?2oJK1|vB
zBi=8xG_;H*sF_12B!~#>r~w9V^so9aY;hf!$Ta5ggUk>{=A)g#%;oUYZYU<+J2lB7
zKz=wBT!p-{G7{!;M3#N>ZQkoflijQ5OLlQ``nUdDo74O4_Qt8pJ|K7XG=Sh?SVr#Y
zR_>1P;$_2LLOOf$r+j=v06iv&m{2W~;>oPOE|I=qe?7MT_ulwz4=vLz!d@rE#opaG
zC*I!(=z8v6A1MwY+CdT*#EX7(OzUeWjD!tZV4ggi$A1%qQE{^4fxAetGz_Yret5>V
zLygw#{#~U95^G%ch2CVVz`?g4$r!X7eVH-a5?hDWywwa0BC+Oh2h9jsP@p?inl1EQ
zk-%_%Z)EVN96?_+X`vXtDD>S=6)oK}L?8w#?E9Zthbij-Pe9O-gfko%1n5XT{^{i*
zX5k*ehdLGqoXZiMpBzXT9vC*uI6iRpea*>a%W$SZ8Qxt;t^4@lHF&gs{%}UCvGl#0
zB3NE4Y*01-H9IJEUKq2^=Ve|RZbl6Ge;=zX6x{lHvy0g6iCvENoc8_F*vq5mw}Wtu
z+fy!a@brb1y8{Zor>C`*7s1_CjF&GJ6_1U@>CdW%bLDEfJ0x7ln3nhs5c&(25C|ck
zjc^+>cih?u8Mr?jdo$)mLQoTeY>^HT;U4q7_uf~7mPr2wg{~|U0%`RbjcLT#f0*3r
z!*&-bH;*OB7FeD}$WLz)0(})UZC>ggMSb)~m=v5!L-J&h2;v`%!nz+lL+LqXLhn%&
z%gw7hnD05QX%a_%uJlXlx-xS^gDDXVr5~Ka<zOoQ@e@=&|B}=l*T$~C%8FL=l{fg+
zAnzsd`d~gx4L!V`JL<%SX?ilhe`!(YYw{t4JV&;Y2_^?EWhrM?$(UsmVu(#D0E)6#
zF>ha_oitans7#L+XIO<u=f@@7qD2_}shn@e8(c&W#JAAxasO;HJ9KZ^R>UI1Ro$)T
z#j#@y!~_t4_-HljygtkUM+=kjazfAdGB~zSwldf?Q>@dl7fpbk{EfP@{iV76DIsvc
z+7y{7lIW+PKXM&L<=UM7OPC>i2$|snRF3IOK^{NjkBTU-j*bI>k_GFH(fEc9=AVe3
z`U?&r{J<Pyd0A5shKP*GqQMM0FW<!0!-t+I>Y1X5bxGODu*(oxCShjdhs&a&SGCv#
zsnuv^X@q2jECgcFt7vej!Zi)|3Ilm18L3HCFe#0vx?mO=t@FnSH1*YWj!=1p?}LU-
zazq-IcLK_46C+Bb>fOu<R_aib_-Wd-B0~!O=`(A|`L(6mjOb9L-iR847Zio9G^llB
z-stOsHEz|(0k*NW+}P_eVI_;x^Rw8EzP=dFG{D*O9_(Kps_yR*Bqq|aZIaHb<J+)B
zl1XJnDjR1hY}TL_Cz~8r_-ES6M{|OONXLBV@ink!I2TFj^yf1@C2VWqA_Dom>esEN
zYmTE@Yu;%6{H|jhMX?=fXFoL3>7)?JfL`NwJUc8y{xT5ucqyd&PP|&;;?n@x%cg-o
zs?Gh9XILyrWzg*__r;fi_J)DD3hX|HAvOc%Ee`{WQhSm?Il-D@+b${F-ryY9Qglqq
zC$GYs5FQG2Shzd*4-<6BiIgvxOGPlSp|-p=UyS`wSZp6ggqGDqkF6ac^%>h4F0Kv}
z!aIFC(S1#AFzLn1tA@?QB&)^Uj6YJa%|qVn_LVPTAT32>P4PPp`x6G9_OKjIS)eOG
zjDduOA&F(CCOUw2l3c7oVM9N*+J*8PNU&bin5p%Vuks^xVQ}blv!hTa?Ze)!Xtxn1
zvLlMvLH;aB^^J94di$Lm9dp+G`qFtsx(a1w5rETAl?PFS8p5R$H(@Ph?`9}y_>`!K
z_1p=l{^1ubBuH%JLOXKa9_GkSk537zl^i8{&AW`^Y(JA&QnZ;6bRy{}u*Xun7lidU
zPXXWV7cgUDVw&}!v1MPGmYMDN^pLfO;WhW&gI$UqgOlR)m!;Q(w6vBvKLZCnr1H6$
zV{M;~LT4UBlOgHue1@{44RA@+;EOKF@9+n!^Iw-vjn9y9?dK&8yR3ULm^PPY94F5G
znfT$!=VHKvi;|!VAF|VUECW~#D%R*=@b1>{JQ;!|SQ{<hK_cx?lKS@yzrsT#0XMkd
zg2&y!{2|~7iI<qJWC3(v7Yp9GPQXn~^L`B%>Gx!F74Raw{HD94me1jdOW=KfV1VS;
zV;c%!Q0`EZ&`WS)hPCHu0=~8zicOg3eX$-M>$JP!^iasJ3vE`oG5+>dg(dWzH?LKW
zSVmn{g-#2#+~4n?G+<!TD<7+#`tSFvwGwgv1d+PMll7zQRrXJL2<q4+=tqRH7v}?v
zvZ6`Y+aGx?zwA}GB(q)Fy)S6!8@aCMG<eUAkv5M2F^7*Sk*6*)DiSNF6olW_%yZv$
zK{04&gi@LWq6u*NQj!0LR7l>H8%*xI{pcSF$UrdQ{$ciwg0la`q4$t6gm_B<{%cjZ
zfBe@WQCSm;q@&phDSi>%_cZc&BUAqW={3N!clrOj*MMS=0k76B!_ivx1)i80;pWyZ
zfGv>J=L^J}IDeCiA-_2h!w$Z*jD<YJtyrO4?f^bjG@GRmJF7LCSp3z1gyH0k>4(oI
z6A+prTt!E8qPDFgv0L0j-TLDvI3juZ{VzYk`;-5jpI}gaQAKa$F7M-WNx-dWj*9SH
z-3KvOyNW=z=R71)j*Z?c@lOs$NJyYEuk~faJ4v8+r9OD^6V$U#_SvMnx;A}KDzmqT
zT^pr?aXuh`Re*b)u&u12GixpIW;8SHQ%H8U#HrxsaBjACpg`Q5lN73NF8)&1*^lx5
z)UJxYn3ItP02j%<8$Z)#7zK2nXM9@Ezq2FSfSkVQvzC8^KXY!c2aKA4d|L=w13b{C
zC1+N-wn{FmtfY@(7{9h+C^{L5HD(VUpR-gi*3;+rr#nRwLWrc7y>^E9!)a4TltY-0
z0gD{wxTO4|PIitKX{ka_Jo02M<@k6kC`)M8@YZNfF}1?^%3nVs9MA+n3$F@k=b;|6
z@NAzBASYY^5Y?*|DR;lH58Re6R6uP=p#s*uCz>fy(p5tNmkTmXHeX=@q&i4BQht*g
zf+u8d)3$9K%zr9Df?9H|_0W0Ey_kYdR=1l(khX&W570(`0HalqSnEaHzt@ehB>P%6
zg86x3v8)d@9NT`ZlwILLh3w!=xbcXfdv?yLFxlb2&q`k~^5yt!_Tj{9`SU>7<O%1Y
zOqirT{6Tup5|^nd!^k%$7nP&5s!~#?Z)kmsquvFiMkFg_0{n2yfK)$m$WdJrGk1+i
zLc(Y+`<uSX1od%K%t(!bWIot2K`C4(P9t6qs*UL*LeFQj0!(;TR3X^Btk(R}d}&Vy
z=07;YB0D+xQ9Zxv(C#Rdh#^eTfhmQH7|SUUOw?y`4IS|@gTatCo?Y(PN~+_3*5B(r
z{?Gb*p>r&6MsReZunN%6vSA9=eXHJ1(~6m$czWZp5X@|rQIP6FwBw`>^^@k~KO!sf
zm7us(+01$}rq~S3vmG1SLrgb*Fr<GTNXTlcvtQ>8qD3?jh@EfRoVPmj2EAM)Ndjrs
zy*yH?<F+_Q`Dt;^q76AH&@|-hg=zY**321y7_;sW*ySckPG%M(-bstHys%{0X@)j6
zZ}e;=Zwd(Nzug0ZdWc8uH5{-?t_khrc6V-Gkg2!d=XEux2nq&K-%O&64?VtdBSOeY
z**!U>UE#n_H^(tBCjnBHXmL{Jkt{VC)BlwjcO>x0S=@D_3(ZcTxLa3Kb1CfSlD7yR
zn2#+^Bzl^=4c=@IXxVDxLie}tsi4AgNQmBtUc*PB6bw+)fC~Ns(Exe2HY6^Gky#kA
z<5nPM(h_EQ0%0mhmAOeup;ukNh2!ECHssHRy1LWNQAU~Kbras_B@omCb<^N<$3Z`}
zQaQ5Q6C!+c;PWtzn7%Bm-F%y^+tSYu1?G^Vw>jj`b$Yp`cwZMNWDXQ=s&{pw+G{}K
z1yy(0Esg-;&EsHysqhYdzSaMR2_FFJ6QX?PPvWp^F2^fl0pj}RX7cf|vGctXSO+@^
z6kI>VG<)eCmlH?6cVZL`L#mIAy6<Ml3*J#tBEN2b(~0U@5TIUfHq?F(Yp(1xFk01a
zg?W5v23fa#baawC6-W#{JRZ_agQ%aezgEc<e^}EYAMy3bUNPKHiNPhlvTDGd&QFV>
zDmfR|>-XE`?%I4u9OSbt(C2MVrORZ39wk|{5RGjIn4Y&)60B+jONGAvLID9fAVr_Y
zG{c?;^3sMW*+RPCEK2{k`0d{x7#v%j3u>|9Ye7^%E;+1tf9;|#A5ZOe$<j5|e&~yd
zrX{lKwRNhoO@J8tHOW_9-+VJOt8j=!EfZ=`({R3<Q5HL|2VdtqP5Foa9>SCo55w)3
z`0-7aI*f$CaKpR!l9rz9(a@8~DaY~$haMu<6PY)WFI_4s@KVlBYt+ma4TL^(g(LqJ
z*M#U%6-(Y&iXr|(LVG|syW7;Lx)w3>OC7xZR>r!JC7x=8LGZ-8b~(0is@?;t9;9PD
z;do~Xk-vu_Zv|ScPKB$^_l|)(U_@Ysvopt&3lhlyk*kf=7F}1iQ4NSOkLr+CXQ~o-
z=!oaNvpYN{h}D5`yzkQ3s&}V;-Lw#UbM^*oE`=+cl1ghh=OdAE3XN9EqJe|;ZY?bO
zi&E61@8%2F&XXrVr5IRPSdFOeC}eBM9|c=bW3OE4ioxgRS}X8R?BXZLT4PwqY@1@V
za14+QAyUvPNxgMJ<I)`k#Yl+@*_{034)or|{SFDSN8cbX<Q*{8+0lRO+tG>=V7_Nf
zJL1%$p)E=gmMw7zEsxirXc^sOALJvR)fz{7akCBehpY3ZJfiSf(8&jJ#Hm|^3+ng=
zK|zcCVG9bv;emYO+X?9?ISQ&LM$p?9AJrQN;Xef6U#|+~Qqfa*L?QPw8UcPvonZ}5
z-w}qf<l*cC-G^Y0Z_tGzeOJEV9;DQ6Y6*}vmbqb~QM?$K?-|EaNI-<XI-P|T?h{lA
z-SHok+UOS8^LydUo<aoPsDJK%{7f{S<!t1JfwFfVX|5WtQw$gK+jO`WQ&`UycZ=E<
zUnIhP6!ZUL3;ouyw^#h(_gU1YZuER@MJ1m9j!xz&O2hoGtov9B`=<WCMajVE#R?cp
zqw?*uEzWVy<0~cl+$2-_HtlBr9fxD^KE0ZP^~WzWl4P7c&CubK&VRJm%{1?0|3jv2
z%=m2(P-fc;=+2<613@=*f_6WoNk=K(9fL{y^I^#@1!4~ZXM_^ev5Z{dINZ4Bx%%mC
z0EG4Y7k4e7`|y9Th)Mx&)cH4o1|VktGe63DKAK<vy+2%*r5sW~LQ2X?EBs!Fl&&C7
zIxkm@;V6nX_?rM7mhSs`PpP^aMg#-B!oL!BK#&vC*B*5wZ{3?5PV@I)-FUwbiIuAo
zq(3g2$U$e66#`%7ENO?@yi}T<%HYFFs?o^phU<MZmfBV?h++Bb*f3(Cn;lTIm4WL`
z{u6Ek-*#MQeOoJ%bT&UlL4kIh8tJ6m;<n;c&69h1y$E$WI?K__shvSv1Zcm13U~5N
zl09@_wRQ1JrErYe#{uS{7KcAc4x3{V5uA5RV5bYs?ypx${3FZvp6L&YJ5ggE&!5XY
zT@UJXD*Dp-t`<yA)d4b?HeYdPw;~e0uY%_T=qP`i)n&@Q!WdWVdXVB`^(o8HfV87x
z?zO%=^!BltXnKTJx|6)EF$Hsm+NfdC$b=yIBQDPUfLf`1AW-9MpI)H_%b%GRc1C}&
z`D!S$N9I&}<iCH2KuQ56-i~=rq*7y^^T~Xv6g(wn9%s<rMI{<1n2Y!m^05~G;iv^N
zkWFI)ax@e%?Cq*PF~%T_tJCcjRh#=I9CF>PM{~q?xP<iry_Le2cVp>vHc^vFzLjVu
z=WIlOx?3#>oh7QVyK#-Lk{h(gX&P4ZyV2*6;lRsDXgH`7prh%HF7|GZg!i}{er>sr
zP3N0-J#Q{o!S~o$#E5=*JsVu}jK)uQYk26U<!gN&^WSpLjPd~q->9gR+lgdzNV)To
zzRH^87#{|G-CA=j9v39K#9N#?+==8;s(TFQC1~bd30z7}m#3QfsESK#ST$A|m7X#K
z;|B$P2Pi%Cnn!W{jM1A&5)?9jm{W#^;wa~pT?*t^3AE(S(FivC4&KlO1z#)Oh`D_r
z`-BUlrtDs*U4NvMBC@R_ml+sp6pDV#b2*#31hNR`)&irnB!Prwvy4j`hP`)A<!%d8
zMn;*(7|3cMjJaYByW7es61dHnc0k#}LPna0i?SEp`s#}E5mL!iq*YXlSUKPQidYvh
z$Gm~IZ=9lq#lDWx_9R_C4f;#cO5`Or$=UE5$DVO<@4hOkyDn6U?exlZX3{?V9HtUJ
zdx^;X%JZ6i_&WN{eb*w^#*-K0?z5BwPn({!miq)%H=V`Leg2kVva-J<J6e!gJMOua
zFtIRbCaa*@$LKO_XSZho{IPv{bLn3WGl3B%CvZ`t6ou$uq9dZiKj0@3vL%rO<q{!C
zyu(b@Y~o3RxdtIYTXB_J6h`rySPW<w0t^1lvI`%;!qA8(m6!K@w>BW2Ewy6D^1+)H
zlf$Z<$bzHyqZ&@pmcj~y7k#$Yi2^UiG9W*>>B|HKROm1#Aw(_3#@{xAxpdX*n-&6*
z13u^pwef+7v+dtngPCsbhsQh~oA(dBx9_8w!m19ZzM@832ZZR>&7;`h#5kaf%W&A5
zxj4?$ZKP96-$f-uG>uDV%!qUOlzr*yCvg6%(BZdo>hmo6r^W)_G1Z!u@Ba_R-Z4C~
zZe16SZFOv`E4DheosMnWwmVL`W2>W%ZQHhOebw(?Yn`*N>)Yp?pY>~2%`t0^aX+_e
z9f7T`x#kNB;;MJ8Q-F?jZ`Q<0ylqy3-KW!kYtg~S$`zY-CUIdN%8nLmGrB{8uR-(*
zQ?^VF*#ynbo#5YKh*Wfj74Tx!Z1+{VP1fA;oWQjMrL%yg(42V1;2;V$9en0RNz<)<
zTr!G-MGEqIik4dcf1T5ZSt1(G*;cE|8w4Ykc~*~7CZhg!Sp=$)`XaCB5|3%ayIZ6<
z0xXs7%5k<Lo?~?>tVsTu(i`m|b)!t@kFoD$Y|M}JaY!hp1qVz9?U+=q&X3Wka>VMq
zV|3;eubJnqFa%8(ELpSeLZ_BSW-QiC-3k4utS&3{PhCED`EL{YG)x8c8KJc3+MwSi
zVEPNiz`P&b0jE1!%W+)BNF`04NSkOT#Wl2hlY2K)l{p1)><Jj!A~U93cw>#2lkhMP
z&+17*C$vk$C0h*GSl;clFjE3z0VEWH7Ob;!oiL~)RYfm7v@*3(@ijaL<3GQF<<dY+
zO~E<0l}roU+jk46i&;t|X=33vNC-l-R#cc5lDCPeE*)Dn3DIhMv6gpR6_{Kc2&OGw
zfp~gT;hH^T5tvTY^M>c@JtKnkjW5-*maQoi+R>7d?)1`wmye<I;d0fz#+hh`k|h&c
z)rE%B5+DRUM+7D^_Urt-PJ_`YV(e&U@HvBthm5nN*j8l&Poe|Cn!pYj2q;ALe+K>9
zzW}y&w;Oi?I_ejnlYY)Fx9G^vALo2O-#FYnKd?VHPv5VEe>NXSe15=wif;&bGe+DS
zGE1QH*ZB4gO)DTWj<Y^M{nX9_>6k}3Wijl4Mf87;m766sa+2mDayFtUl&;GxU}884
z8nY%>71Fm%3x81(i($id`De~QqVUcak0Zw}c)YH7RF3O73S;&4M2bRe%%SaHWB#+z
zUqv-t{`J^va?%FYrT6rn*1=uBD9=5)M1dpc`1v7$|32wgOt$PhH$GLPk3ci-R)m8p
zKFRCH8z3iWfTkefT(%dB!3LLz`xetou8A~^fezFE+XP)1yyM3!u&VuIKy}sSLF4F*
zkD6bZgT+d+8e4SoS}duQQ}S0PgR92L%$T7Ewe-wtFHg*s36(Twr_FyO1l&T+FC`*X
zZ}rPRJ0i~75y==Rr5YK;7Sg3VqxO;PWUh!dKoOl{`=0l1=E%T$=c>_+N5!lYPsiq3
zhw3CR`)jbb6nCt5ym>ur4=g4o1_Vg~-rz@PoIlaQf*Nnv+w#5Kxag~`s^8AdKHmj+
zT?V6G9|;NqC(mrX?~{mpKQ3+kNSrR=Kj}1<-q+?QeJk!y7iAExN5x%90f1L7@LFqj
z@UZ?;W~8;L#9BQR?3~DlF6>#XAWW112VCdChoAmkcNM_}^1Kj5qO&_f@E(Rm%VSe0
zn`*f)vOTjwvN`B!whU5GvEJdDick%WDH27<hhp^U!$n<|CB;DF(g;x!b2c`zx-DN)
zcgDR%BHtiRBt@O(Z#+#{gw+;e6ouyV*#E^Igw{eDFA)RyFn={0;e?XG+dfJ-;g<KN
zhyn6ZP}7+FkFW;%6OZm4nMW2z)==Sp;2AfO0=sd2FZN$;7Qs-Cx(WZ47=-(lv<wT`
zTD4P%WEVo)Tb0N89w6A&DP&b}pme5SBPsO*7#HLz4$uzqj&M+`cccCo;nRmrli0c1
znFfJ0^-<01eT~w%QV{5&@4a!I%7%XR0$Rja<D81E?kTS^9GyJ_8LpU;^0`9Dedtn8
zIKS<D?vAj;=wS~@M8#)+(ISVC-UTkwf8!#||F2xcieRXA&oI(fYz-zJ!@=e+VJtpo
zpR0BaOE?TN7(7^*XbT(wECM}Y5nmrM!1{O@XKbq`ugVkwl(I+gba6~<yNDt!CkL^4
zxr*2JGoozV^#=huKvN`XPC(Czg!yMQrG*pHY7B}o#Ltt?1X3f6l#vMd0O0&Skwwxh
zP~*dz4QsBCU?jiX05kL!U#z5rpS91rAf7>uN>NqKnFTWfiwV&bem})0Gg+X#Gc`N3
z%lAf*Skj4mggidCYAmrPCh*;qsS#BoFdwB+Dt;ldm2C@q2y6)SW)}oUsja_60HvDL
zZh`eOSdzErYbQE*4A2Y!+~?Y^JyCnGY0>=pdMKb&JW<<mG2kxA-U;=T3T!~WsjXTv
zjq31Ae;>k=ipB4*p1lxHqki>-X~a!?B9*fp7v|4vH`{2r)%KU`q5<X&t@e9-&*sL-
zQe#+LHZadFLWmU5Jm0Y{d*?k?5ZH<G850T3W|^bt_x#zHp6|K#$;7qKQ<A$PV}f*i
z_*$hYPttIfl<CgUl_QwrWyv%-FToy?o`fcaCHY`B@cf2?y)|Vmml;U)KM)#$<m+m?
z1q4IiX6y#Wcf%)Qs0CoBs|Ij_1Tm;K`7ME|Z9k!8D88dWML|Nnh2Getj*nsZMQ6i;
z1u#v7?YNU+N=+PdG&Nf?X^HlCENYB>jpnr$NTd0zhmQMFpssmPzehWfz;)aO`X4Ie
zxp~xe*%~JBNmr+ipOY7?7oMva?;kSboWmKM&msrf*%l%u_+3{s>(tqHZ@I`M8+^ZL
zzrd7>QZQ;J0XopgzfxeJwt-jxF5GtA+uV5K1l!m<V!t^OXlEAlcmQv-0=1u0N;7gi
z#E=%1CDDRmVvjK@PopUhvYaMNOQ0wqOh>`-6BA)X8xs9Th-F-7=;ke*3CqJx!!tZ|
zpf*-iHoMog6J2QwB~>ri$HV+sGF`=a;jPIIxdU|DqDTJFMHE!WwG|c|Ifw|Y<`uK)
ze{jB$K{p<I?&lCO?R(Zi#iql}f0Xw=ptRnpr0jgtd0R01IABrd5TGG+(tE$#{7`>1
zM=O`FhKIH_a{*+nwpVm3Uw92oq@;(-8Vnf2*%jg=i#{6^c0geoS?1b8A$K!{Rf@2m
znR+vkb$tI$CC9uFBhonVTW$W1N<h(X*6E4|iZ#U$4ZllYhejAD=L$S9h?nsr8{0gY
zsB_enp~S&DL*RyTDeO$FbDvE*JCve_k|VFZZm<5E!^)B-YuX}F^|tX~Z6|HS?KJ>D
z7Ev(Mrq#0WEB^|j;Y=PULY6ys2=8Rz|HOX4j7`iVZUz-|rXTlwG4N7dmc%zP8XI|N
zE^Db614Gql2r!*r;mN0-=H~!X9WUc)&fdU6Yj>RkVE+qY)RE@s|AFz~^WMQDdL{&T
zq>&$#<WGp=nNY}u{VTEcxL|j$lwyKv@Pd<uVq#F}bk6~3CLjhgvbw!WC)57roeZM`
z0BW&r1Lr@U=7EL>LZaN~f_TnJ=s~=F;KU8}+bt|G@yG#o%zG=oSps4L`mfc1pVlR`
zL8IXzha_3K4mdpzF|!RoJ8Tx>0;YjY1a{#|QlZAf09(DC$M!Khf)jy3NWfNaOq&1Q
z&>h!vN!afDwsqP5apM#fp!GN3_TRpWWeS51CW?vMekUbc;Gt(|Y!PV51sXI2+Af=_
zJKtl^JwH~))1k9g1O!<A?=iDZ=PM2BdOr7|_UG%bIT!bC*6Q!aUAM!Tepd~2)%3x=
z_-B{<NO&9-Cm!Kb`YwDfvbfNg4NfyU13mK!$VhlpBflMLno?V_kBA6hAxn7Qd5Syb
zZlJgkfsspEjRgcYS=Hep5v(>nr^l?gz;M}bz;M~R436vt3=mM*?dk?f5bL0d`7Zc+
z(I1?vf*HMJ_6uj1B0FONeCfPRtbb6yGlBnC(k%Z@91`#Q-R$2+P7I4S*GaF<lMb?~
z%#OEr`4FYAd|r#yjsa3P2gMhy%*l<aSJYCR>KuG{t&9{pocl+MFuO@H+kxqalD>Ep
zFUq#S4%A25Bqs|@w1{u(MO~EQ;u7NPQN<pSVCAO{csdb4_w_<9bwTZ=LL=L?ds`-`
zPPQjWhx!h~unkw^gM6Y%eoa1gY>z|}r*0t@rZzB9w^=^xgWI+edG_w5IZ7RY#{6$y
z)8zP5$yURR0cuC18-SkYFAIa_<@)gK#T#BtS5@Plkk>v~c|sAnIV{Q{>%aIQ9_}YT
zZo`a#YQ|vQHI%VQ)7QAwtc|PhTLW!zXzR0?2LaSeqNFi#E;_YRPK?+BOTeVFn6k1&
za(FDAiT7Lc(1Fk#XwQC=R~L9W%KzGS6^KHzI{xqYrj1wixNWpJ7=p-6TEO=<Q^yps
zrQ9=&;1+^NujnwjLr!l)nSmHIv6RY0E%o_cpP~l#U1+171a)}Drg12laF(-mnqMpj
z(Ig!#yS$T$AuYWa)*2x5Lmv1+LL+ESjoRo{YOpKrVOEDdv1W%FF~2cf0x30>zTT-(
zcg20)#LnssmV5FcGA(Tc>A29sMn|7gpuxJ}z1evo+X<DEU*+Ue)^4Y}A?-^1Al{hK
zk3dsXq<Z+1a#Rn8)Gq`Ev}Ek@<>t_174NFvGxsmRJZQj5iA4nsxf`-qwa2N~V&!ka
z2@&vYZQoOu(xyfoh=m3MspPh}>-vPHfz}mN7A6w)RM_T_dJ}{R@fdvlO(~T0uOfWz
zW|+!H6cgf9iDoec-q~sH`N48ESVriD>HiZ`6y^z9*CqHBM5u@o0c^HRgdm5SND|o)
z=*57%3Vtdw^MThl`lbmS@#|ELSF%wf_BUh?QT)2!##b~QqdBiiO0-aA|8BLq3Qz+&
zS)uIg!eP(UDg@v4by!IOv4CojJp7B?wR`YL8|jVkN@aqr1y^Yp{w0=!xvKHB+;J^v
z12uUSJ1PhJIofMD64)X~L^XAC-rr*RLN?z0X>KZt>_%y!)tNzy{#`(&d<J=5MdkX{
z3-=(33;T%9YHmUT+j3pQz7Q`+|F)&7Aw9_l8NVh>b!AvD2KXe8MO*f9nsP|973Nh>
zNwS!UIBS+x!FdaQ(M_?JrSIRcDY0l+Q(v=}|HAFQFQ*!+CPlPCjD!U9B;6wGcw9S#
zMSBSu%fp&==X26tuTZH~#i+dTN+MQ!t{C!dx!t6PrL5ubHk44I+#)FF4F}Cij{y7g
zv!Z8^r96+3SRru)46WDJ?Ymr5Ij1CicsmUCMYmJ&$`UI;FKxGOTRQuUi_{VQbmTt}
z9;3{GlPD3BX@&b_Zr(G0p0l3bRys?bax(1r$aZB4fkFeZQF3@J_LhPe@QVqV|7nY^
zy3G)M?!TMG|NbHVBsZ*e^S|)V)-%`!SWJyX=BC3Ngc(6YgsP<qs=<ZDZzB!(AXF%@
zR(cvFg)Wt>SpG0K2vO?x6tpZBI#sU9=0jvr%HU5Z;+7$vco52;EjvWPg@Pvd5~Hb4
zFAP4P6#9c{SUU`$ZGBEquRr)}xz^|sWKDAY-XAnz#<`^H{>T76#bSqDBgF#0h)IG3
z_e=!4Ux%ERS4+mGehv&3b|!e27U~XAqBs%b!#YuukOooY1Y(=t2S@AafwA8bE>Xj6
zcQ7X=Oi{r*9hq?Jx)Wb{i)T+_ic7Zf0IF@qm<w7XG>^B^of9-JTx`VeUa5i;_(EK}
zzZ|(+Bs4b^B1%zo^+;U=H|k$JXIV=v@@B3$)@?pXoG-ct3;8s@_>=eDr2;po5FBC`
z(ULqy+be9V=}+wxuQNjElEOmvH=x6XvdD6PHAp)QSOwhgWU+L-aBcyNE`}(7^MY~U
zILO)6SBN00N>2_RtjP%HNn7}{R38$;=4!xqU@eZ;@8C{2I2p-8sZ7}45bE1az@mkl
zF6q(u%M;8aly(EWY;BB(=ijkcAisZ^t?|G7pc|Kq)9W<H59snfO1Xp~3Pz$JG299y
z5LqpbL4VB{pyE{fP=IMg02Ah&rcMyuQZB|iMr22*c}@=L0xTpP(A2Y<eiCCbp`<sQ
zQ#XH)zN&%2kBNY4UGW!E4AJCsig6h3t{8(;(YR=(e<T?3Y3d%x|HG8a)AJx@dYh|u
ztJx@|ADSO<TVd31sncJx;*VurjEsAaHdoHn$qtL4cytdTo|b@P$!uM9>JVgIp3KI;
z<R5pQIqNN?58*!q+GjZ~AqoTje4KXs?bxr5S>Gfq#2G;_jDtx@+3WO(o)DXkjyPZ2
zB696-*cJ%99cbb@(~U^N#1t%~yWj4~akY_Jy^u6^ytp#QZIh-!M^ytGiYw<}(e*cm
z^xg@q_4V}tsj%m1@0b*OjaL0gMRunj?>2E}Hav{3X5kM={kr|oG1xC!*7TlT!gNy@
zG?vR3J%YcHDk`6FGm)^59QgFZYk&>#%qIOf=tOO_gBv88O(%D{2>TJ@5p@x_5qp~X
zTpwD=Me+7^yFe4$STC}Gx4k}gtw(R=r@;SjR`0?PB@=Nct1D3pdo6L0B!%W8LF*cB
zlm!p4CH$NTE077rW!oZp2<lWHvhk1RuMpIYT1?sE$E}CQM|fifoT&&hvW)C5Kop85
z!T`Cz4kodv1Rf=UHf)NQr=Ng2=aDm#pfOsItXUg#5E>$|L!KcfJsY@&RhDWM9dVju
zYCGSNpg#hTuKIC}kP&dS7tSD{EM3<tgnaChrptsN6-b2iVFaDF5poWkX9P96;A2TQ
zLi%q%>mEPkPw)@3pWaZPDLM<4B%77GspSf@oY2sn%A~)a1dXrn(~9wXH=hkssy53;
zD%Z#_c_{^}rA&!6c2~hj(;5wmMG8fxNK@-H41_7fa~a0>h#AOpG>RvPu}k~{JcLea
zmsko^7kd@qga()de18~q9)CrgoqczHEN}hkdp|o_Q(^HmNeqB=hy2s1l>Yt=%Q~JT
zSaS<`$aFaRd~DOmDm9TDJkMNsO4J(;I38Cg(tYQ)ih-_4W-AZr30PBvK;#c~xhnBc
zpq?|C*S|FC4vO_II6B1e$Bq1sGVMT08maUkG2p6StT0$YUWW&t*S_1wajhNJh})4K
zoW6`uNG^9*VZeKHUC;sT-4D7+A_DiR3vEW{Xx93(>lvkeU+P-9eOHK}Z-c8WGuWy0
zdacyR=7yplgkKl`Z)fcl)=X39`}s4lPu<P;`Tk=y<c03%@WQ6wA}}@Vk@uRQ?+RX?
zDxM=L%;>j2iGLTuQFyl#@nfu)xc+8+Mkbc51R$F!CafjAo&+$^EQbC7Gf8-B8I1RU
z)&62o6_gNNIm#o>X@6ca9)w}JZ`5d*c{WI!V#fTDWCg4AvgCz$g%Brlgqf&|i_ei5
zLVHG#D8JS5O`5j^dQ$;gT%!JWuM4`J(GG*LPw0wDbU{Ra_~>vRlUM_EnDbjQFQ>{6
z?$w{@?YZ2ot`3&$NBBD`0lzaTGGP(g1?zj+xsBAw;=f!)Vmpa<B`2<pqSSB)kZ3e+
z-3n7Fqm=)2bpQ)}0fB1&FwQx_be;Z?B_xsjyz(m7GoQr)!-Hxavw|PA!R8u^P^Zw|
zBeeLjLDIZ+!-jepM!~Z8yU>4KDu5d*63JSSlNDE#NC->wDwbyn3WIx4_8lc9hX<Zc
ze;DkWMQhcACxI%PE?4U5JXxq^*!b+ZOnaD{a^>ZDYy)CfusSvblb^o(gnrItcy?q^
z9TRTqYgQLdP|mgt_ilXhu=^Mf=U1*A9$9l(3!eO=B>%hN9Zq2B8q4X}5VN4bYpI?`
z!{Y-7UUgv0+X@wnn{V^Y4RRc6?^oVziAgo3bwvMI{G$f=qT2cTkHl0uG*}4ifbC*w
zUN2;RKue{+x6xCS^j<+Xsmm#7_9!+MLPgojXh9?i&H?DdOWJqli^~8)Q_zW~m(l(s
zBP&<yzL^3PoKakre!Pq-22y<(%O9P~k*uqw%y`tEr&m3kFbHoh?#$O(tFCath%XLh
zAA1xRv{SqX0la2M7`|&QMui9+-{vJv6WL`Cs``O{lCGlxEcb$Z@HC^)Ww2h<oH#Dw
z=voW|dgcx9;L7mP0x9H-U+>l)g_+FRyNXx8X2y)dIL>-LzQ8GXe(;s+nN_+fyYWMV
zFg7A3f^f3m_LBA47B5Q>pE7#p@R*e1;5Qw2H>lSveS<cBVs2}F9)kG2BT7EKQKxpl
zQt&ftMFgw1xvQoRggoxgF49i{s2-!#@1Y>s=;?lkxuvgTWF8=d9$*yEW}y8_dKH|b
z&`Ze2-5xP32*-}Q>DgE~{@;YA;G_+NvZ_e~wh?*nKf^9OFX`5`>lk_YR0AbIY|X9X
zMAkez5IkX`rRXUxlh4j-MXv%Ok>cH+J*Q!>FXR$C-9~j#27QO@nRI3A3x!zhOl}~s
z>|E&;sA(Hdv@cocoKC=NrzAFCj_0eDqv|BP8lRN~aKiP<f*kY@6ly;2c^G||(dA0V
z$fW8Qizqp`q(b!G-Szy~$%kT%-njtKhjj*j1T8;yV-C8bWsoKwhAII$U%H=h(bHZ9
zp34P})-qhSOZm3s&OA}{t8|vsm>tJ`a}D_%za;k{O&3UrJ;G@N7NL^XSs~qLS6a8G
z@^+^MO%q=j(&qWogX;JgPh(x|8%6Kh2LHCbKZ<Q|eEx=9i_jqhyIZ}BWcGUP7|5$?
zE6FSZvD5P6U=t+B0w$M1AI5BX$H0#DZyhJ^5Z7Qq*k*vWS)6|#CD!~F9(0TLiy@)E
z+XHqgWyr95nFJuMe`M@{qQL`}64C7XoGQB|Yjs(4<!0Z3y+@G65eSqrQpwq)*rP1r
zgDLoD(s_eZY}P;6f*7h51l{%%Uv9ObW&t}RpAR-BW%M>*dcM9t#XR&2p8vfxCm4q;
z=tlhmBR|?g=1jLoyZc1q!4@xk`u%{mea8UAfgRz?vNkX{xmnlyBzDJay<Pp&w!MUV
z1|LFAq>GtJJ=yiS?(fyg#PR?0%Ye<LER(!Jz_NDCs&{BVU-wgj(L!E4A11d!J->@a
z4jZm9iBq@Nl`EBHX)5een`VLE<5j~p^B)m5H?ra*KMZB3)hhZWl=t^T%p1HF8`TUv
zuoq|Y3PGFe;o@Z@mcgA$Tv}Pg?uI2Y`BE8eyizZ^$Ia?b;h_&zUrd(7)3lKBv(&ri
z7%yl3zAAzQ1Y!gzuHJ4ZH(Ojrkr4PUN})IIleT$wTHa?jpX_-*M{XbAf8pC4T(}?P
zuF`v~KBqkibt$y4Yny1_WFI#YC9M^9e8;NXNil4cKU0$LbHVF3EFaCQcUEBib`y$b
zbNXUC!l@JmL=E)ktY4A^xgtU(*GToka8$l(VVGDpq+wLjC(cri*96e^;hAsOBusL+
zOQ(b>YL|(!-)k|RFf+0Wb6w1bDFaMc$o34^ux)Z9O~?^f6*>6s2I<;b_jM$0DEnYK
zqtCxr9WshnY5Ht$wHbd#&pD^X=p*dtOPw(gWTo~wsWr~qcjQ4p;X`d-4-%!CcwhnK
zH$LHm{BZuO=jBiTY(%ur6*P^a;xFq~#Ft*u(uJ%BKhjf8+fdl*PD474^5=HgofktF
zJq=s<QHhFyL@SymjESa}^{SaF5sQ1+(K?9OaFDs8#xG8hY?#5Gv8J#&G`ZS4R=5dB
zSoLCS<%`~?MO?_yv<TgNhB`-Z0LIxot{*(R`J+u!(KjTp$>3$$Nw-IT++&iA+YQJl
z!mg7_N~ox`_{Ap2<EHDB00Ow|Yl)cyX^G-Hc^Xi1a*TRjlS>AvG|yQb_V&6}`7b|8
z$V1Fgr?d<d(q!-)@v~CFo#d)89Xe+I3Me(Hr1V-Zzihq?OZ>IuYxA<@b6W@1|FIhA
zDVw7`zc8mZYx~fkJqWw#S7V+W!*OIhLlhmJ*p@S=(xS=D<jqTm(wka+=F~2ta04*1
zc>Zd*)e!-tz<C8#B>VCgnISk?#i_x2_QJMT=qDWFk3<lEIT&ZXyBA_iECuPtn;<UB
z?q=@&28ekfUt6Q@#w(s8A446)8xd{iwM&l1>`h6CQD(~wrKW(%_YbWPO9_<IDpkl6
zdOfZ+hMlK`*q2!%iVe{)b>n1Et8`uY8lnV3pRDfw4iSLkg2&Xcj68rgtq@s@iZ`6J
zRUEXPQDovSSubyyz0@7fc$+_};bZtLl@oM^v`85Pl_z@imB3{o&zFqkS=rmX<}%oc
zzp57}`b&&r?`r+tXR2*34*L{|Xi##!vhVOurn+^t5xNj*Pb+bT=qpyS2-JElots0}
zl`l`L8F0I%OGnN*dovA-CC{pFS+ie|CPrOKl%$HKS~4t!P=EWR1l>C7PYgGZP5==;
zFazy6O3xcuUB^J}v%lfi`MlfI-wzuNeEf#*;A}{1*9MjPGkmY|8jh+3b~z>S9;__r
zpK>2y;5k$pI2M)c*~_K~*(j~@4VpriAf8@;MmcCFhKjRy9TfcHkozo0Q%fK7Ta1pE
zT23p5_;{4NcL|1orutt`VTcmp2U@)bo#AB=PVO+*7uc0?mWXWE>?oqEx^9XWKM_<_
zf`=ESB#0Ou!iW{Jx?p(TCF!<Z1`V<lOY%gqjY8Q*#71k2x(L7J=}V^D!faX<SdG9y
z8c;-S{~FYpk|eu`n^%b6;I=7XW3E?bBEAv6safq}o=gNiV^pgZu_`gJ5?+f71OhM|
zR{ku-hFm3*F&wrG3QcGtnA3xbTrhMMj4Wh^+JFSN^v(kFb*y)s3;h;$d{>9G{aAVY
z02~I~gM43Sh%)g#6piab{1m7KvJDk0>ch7WY?t3+yzwtS`}WIN83}Ni5kJK!;jQ~(
zk^MnLndm{`^4E=DqGsIzJqp`vJQ?Lbx{icJcLP2=mRGDwH-5BaF9O%B+_g|Ect&D2
zV{5C8Hs$u_Ysf7dut`whofW^bD8b`Q-tH7h?CnMO5F6s4-R&bJynD8kUaLHD@PVio
zvmAfoE`0`RwkHH&X|(;-B?1lmkZmlV3|m^6*mB2|pCrFSX~YaA2p!)puiKi3Bzxqi
zVE7lTv;>(0H$T=KIyPtIA%k(ckSC9&nix^u4Wh={mtOPUy`(y!yxfN22=Wqf#RL&i
zY-wP;5MO|SOZ=Y#75wFJc!NrD$aJouA`)W;*aMH*1Qjw@V@3%oKvJc0m%igjJTWt`
zwtZ|rEQ0hgWchJp>A8n#>NM<F_#dea5L{!RZRFGd9sN%_d0bo;0+>^en!Il?D<WBW
z<AzBuR)&ntPiuI)A|d^$#dk3p<R$dE5Sr*pG^|rrZs=u-Xwcw}8U1X0s+|#fMV+CU
zPrb$vr~~n6Rs&_B;=J4<3w8*B$Kq8nFOM&2Ie5q~fPRT>tyZ+#*Pz-gfamwd2i*Ji
z$e*__J>4FKgy*vz%xMQA>)jp{^oJ(8Sci17`hNpvQuTa2u;}B~-gAiFZ^QLAJ)RL!
z(pE1&Lc_b2odyyXR8{Oj301P%AXu2m0E$N6As_ukeddTWq0Hcg|4_8#A1jrHE0n6>
z0-^yNaSFVu^gon@NC9M8Fg;KK38=+HD&1g-(zQW|evpwrx$LfRuhy&B6T6{%j(O4b
z%2X@?De+VVJQ-%9N-9CTIx?!i@k#CtUi;Y7uPN+WsL7cYj7b5rh`E8^0=tg>q`?8x
zC?s+hj#08vZ1pu~hvPfHiHq1)FUo!jZYTxk5(A>2ugLx=4oE{Bs0<syM?Y^_<BGBH
z?^0$8v1k>qCLgu+5=0(G7V@^l<3xok^{l8yTpK0ZMkMylHY-I~+b<?|0enxfKD3zA
z>eL0qciq#|cu4^@=W7Ek^<Lw2mbew2b3JKjS%aDy_XbU|aa@0QLf)>ijuUx@$8Tu6
zzz=Coj#d7*m=pka_~YiooXk%wCC9^5z01z;C7n0v*6;6be4t=Xljxg52%T4R(bVlo
zy>X`cwhC6xSBl3sWCa?i#iaSJIct(v<89nY>46?xJMmNmNc$_eYR2?OeY9e52#3G}
z*BBqjAct`u35jkRTuXxrAcL%>CzeX7M&5AWW$+nEjS4^|T;gLFsJnyhVl}Og@ZfEl
zdZj+(%~V#HKaFn_fJaTEW$X&M0wXRxVqbDU?}}URpRIAt4e*o3$VR%(YrqW`QOxz8
zMKpkHzO~6y^B9UqYzitR&h83d03~e>Zk$C;#35a;U?R0jyh_-j4wyTJI0(-4S8{CH
zH2m6#LIJSPq*xZwf2lzdiHas)=`t^iLkz%aa4gjcqE6FQg_6!`YYwAm3+}bn;r!f*
zmA!^r)`JOC$WfxEnEHJxsqbDK%!~~x+z@yXl>$>}8+4V|h|ZGA>>STtG1Y82wpA<9
zA7tM>vs0sMNp&8)O8gm%UJW|K&3||oBCMYRp<yMgDZQ<enoQ%X4KD1vk>+N<0W+bV
z&^5-*@*Cu7S^j;byuGP&*&TCke~~}E`F8Y2s-Jr_w(s__@k_4#V4<o&O7V}(v4d`a
zGYh0!M)PzJv>3HP$!+v?SvF6fUW0P2)#0&$`Bj}T#X)zENU$NvMIZd6>w#mC#*;Qm
zl0gwThLoNn<0INJM|e;Tiq!R@qB!D!H1z~QS&4{1y;^ASG?XTIAsVP@aEih2!E#lx
zfD4RvuE43oA7SHtRU}jlHx>rnS8i;WBBOkd9!KmN$H`Mrq&Wy;IP~_R!qh`wa8j>w
zzQ7>xT4<QeIVYE0#1zeLhmdE&MC+>NMY#fETcdf6o#C<Ht~CVE_IJ(vxC2003T_4A
zbmxWuJn@nv?uGE)O7h#3R%qbyY=$A9jQL=}NE}cx0*ZzRI7p(zE-moNJmTCrA;cQD
z#;4+Y8U5yjJ2AC;m|sc14?M`RZ&|L7p8yZN`!5O4+_?F8mi`uw;g0sYNRyh)YJJbN
z!2ApajUA$v)Anj-yYZH*xx^gX<1djdV|XbS=F2X{zf#3}NyxS^xCoAp_l){v+KpsN
z={>|-tRg5@Jb5T`)Q4!tGsX`-lEI4c0#mG%=NnO@IpP^mmMAg^I4q6rPX_q>kMQBd
zCB$|xDew&C-tlQ_x^X@R1l?KJL$Gkl*_KJqX0*t!R%4g^W*%nwryiVNiaRt`hGkN^
z59uo&+^f*6{@Ip@Eq^X{FB7J^3^MxvgQEOy)cvNK*-m?AmA8wGFpR)`Ee)x<X<_d0
z?rswHOz}SS1Ci_*S!))5wJCBVFDv}9fFB29qR`O!LW+URp53+)mw{Uk5+0hx!2h5!
zpnbG?l@-jsfb#WAcJX?betOy>VL;}>hOA4;{|=Lyv3awV@F5lgyJVI9IV#(&aLA=$
z9PD+$>M4G6a()F}LDQt?<bg1SMaZT{0<#haf}lml&)={>{I-tqfiwXustLLkv&Vus
zSb{|YLjubb27$A83bFgO2fP*{FuU6MKe$a;pApKn7y~-s8D{Mtc*)cGIC)tbbo*>z
zm2$RaEw=mC0YqUf5C;KqkQ2xh;=hBsfKui3v@bd@{a@T>SG=xaZqfc1q6~o<b0d0_
zzlY{m^1C9t`vfOyz6Ebex6Azb?xzk>Lq<gC0woQ5jL*Km@0e5i2ef<#Op~#MAAYV+
z@;5cG^H*x}BkK>=cw35dP;42s<s_-qud;9*TW4f$f^trh@Ac|^oO)*{8jya8hg;TR
zCwUHhn7MTlme7Zy3f#&WLda#}z?ygX2|OymvNe{UoF_MsGFv*lg#XxOQEYa<{PZ|b
z9v2sQct-a6xK3~F7_{wt9U9E(oHUF-R;^nuGqh+I-RraA+KI$3L05#|a7NOZnNZ@Y
zghWWTH0|UspUJ+7#o($rNbk_o^GQDW@co|7Xi%HR;?`|wSZzkj#8mi&pSlX(>O|2%
z{_VuPsMP9gLy<(k@5S}e=Khb8tQR>=e1&#7(9WTgyxio~HF#@aDt&VnVL`fLHSXSf
zVFu>zZ5`#ucg*q<?DLWcrlhTiG!cbJO+k<wphFOMGw~4%>OxGDS-{De*;V7)0BJ^=
zpha1^BkfRN7JVqh)nF5S+Z8a(tB*4YyamL6kOkgqLb`~duF)&``F$_^)~;9Fh>qLe
z8WuD4JdaD|_j*1r8aiK{T70&pE2%EtR$Kktn0=6OJqB6vseZ1ksk-^Jnn?;^P1C&U
z7>)DB3cNPy`lu(m4mz1DeJgG`U9OZHSYEHJ=2ywi{{0;%sxP}49t+j;`)qi`^Xg`&
zxXzb3jY5#`wRL{(-n{0fWQp~vRK3H*;G%We{pM%*rU}Ge#wH8%7|NoADCnm(eHuT&
zmW8TM5_L=@ct~Mi>oBJw8}1S@S)jW#pOCpD#{%<4EKYv;Y|zz-L^!w%XZWU<^`@#I
zA4OJMQ*Y*<Vc8<@Z8#J+2MM*6mkU83a`AD%<142SJ}_bMO2*c|yQ@i(6`pQ^SVD;m
zq++G$jJj`d1_;ec6($02(!iYY`{`%o$Hn8QUlF^K)PCJpU%t1ch0bZapRYQ%bbcza
zAF(vjRPFnQfa`XH;u`S`ERw{ko9Ec|n4CV$Awsm2`Sz}b4MHfUZ~9FjeV$<!aduu|
z#ZES<Olhc|VP2q&YYo!eL@z!v`bh9zV%@D_^jy)jJii{uoz1@f{!!sNcS6__cUvdN
zM)Q1Eb;dSJPe4IIId5?xhc#Dv;nDc$>Y>cbGuJ+t?c9}AQCB-<W!vm7rub7%O+E%o
z(`~A~*M|T@9-@er6>C35l5!x8F5Z@X*1Lp+d;XZMiLXN<cx$=5EZbDAIs;?L>`1mN
z5t2TIku&F8QR?!8jc6kY%IHtHfVS(dXL?tbo=+_ZCZ@~JZS{T^CI+(KOhw}(NVa9z
z&_SLCn}7l8Uu?>E9Z4%2{0h+H1%qt;<vjb}hf|MB0CF!G1USr1b>asHz$`B^yQN1D
zkepZn19-V1rc9cV?&mq7`O@OX#}VvH{$V4OG`SfHn=j70ETNpq#76f>6HZ%Mu(3n=
zgo5ZIW%~ttE4#qzQ*QPcvx<q<;lK{1MT5wt{ZR@u?SWepVn9&$R_!1mIzH4UDvNFE
z^*Qkk&v>=y2mfp7!J@!*)6dVZ$nRl#b~USCn14R4h6!lB^mTHe{hr)FO?EW?tl_{0
zFt$4_;oK!NV{P$iUBuPc+ZK+5(<Mo|LX-Vi{!Qvqm``{i%u;~tmCZd+36U~$N>jf~
zg2qp5*zqHUhp$=6n`|CJbP=|9EBu4su7&o|^LIC%mqqwy(VaLnIil6QLp7XOl1c0I
zyN!K%?elwy|HnF)F+X(Ja`@Lop+T4MCHFGwuz9m;`=#R{oC@k3j2*$WB}ecL&{}IS
z-1}n!Q*ZtOCvKOy3^pBq=U{B>7U)3)&@U2mzXUTcWwK9D3|i0SK)vFI_*ILQMR|C6
zmdPB$k7~;l8zS~<+7MFa6zzypj{$)bJ2Kz(!(^ynF?f0A$qHwca~Z+XDYy7QVq{`K
zQRmwq^!obVZaH$W7W?a47G(^Q^0kRnGsqHrf~=|MRhT8)=6|its)AMKPy&v8CT_{n
z9Ss&KY|gcrfgPYbc3YKv{`ld`PqWrB81(kCQI7VFf~>b{NAgla@WCBSed~Q>o@ZM!
z)MGHSTSu_avK4t=^Bcb+*m|V&tp{1S!OBrxXY;5>-8+DJ8!leQg{cq$-ENB7*ZZA*
zM|z(elQzhoz^R?%Yfv1-=RG*li~8e>FZidxk>4g6QTuzu=S%n1>n7i`E}EiwquCki
zBg|O=HF>RNt3R>D8H2Dmk(0V`)+7WoZ&g?uk4b~@n!KAWsLS0Jpb$ER(F8%8TkX7Z
z3<w;?laWoG+9#NY#vTkVQ7BCBzt4aehbF~<U1K>*q0c<HWXL~zs^lFlcPlo;ixoZs
z(uW#h;SnUFCeDqQ_L?$+JRqRJ=JPF6M9%VvcjUzMVI+7Yp+*=_Bp{BT(p*QL7-imF
zYT2hTTnS)icooV+=$S9Kx3HyG$?31wjelT#x3>-&^Unb@R?8>6Ci){?z&xMtKoK*t
z5iZZfM0CMRQx#?D5%$DxDhbjX99Wa$9~anlW=pn_#5Ts1qBTCJPM-~@99{q2mhkM!
zJ0Lr{rYhn=t6;rrl?!B|?`Kh`u?EaQ+TYb7%xC$`OfN*pP>`tS+V6e~@8{&4>~_S(
z&w281?1l6;gP^qVA0=FgGy72iA5gF18b8OJ^A$EgsQ(YgW&I_i)yB2J@aN-Kfd{+K
zk903xe)l5)kryM*%UIaP<Bs0?yV7-c>W5iH#@ka8(QD<R@0CwZ+WVxsD{D5=x=w;h
zZcUuMy}bgTO1hA~Hc)OH<*k2ruVMx%qK_c`<r%0pMi>j;OLK>j`$UX_Zl;OMF8VEB
zA;{M^qK}dT`bNMNaNJFKyi!hd#!NTzXW;;C_+@)V%H#oFvj&&BQU(P(k;wdkyU+az
zb>^3CZ5Oq%v_k+U2Al}W7=)=kjPJhWIg0`uH1t00?StAfXj-xU6K!<ZP9Fwk&hE-e
zVHpKD#56g*n3u>G{8i#vCdIEQpw<k{(y>1Y)12&dQP6L9tNH1x;DZdNPVxW6AtD?I
z#K%45(#(T>?AEpA4g?vuw6IET^O6<w&dBA)K5t7OXVOe>9LsPpm_qqGU75LV5#afK
zSp41Gk&0n4%{Fv}PJ5v)jI?>brv=^Os}y(V_GL3Ww_+^Cijb~?I+nql#rqM!H}2wW
zpbGk&<xeDO4czXN0LsdIKW={xetKpW@qe5k`@S|@GFPu3q-x2341*JS{<Pn*Df)b>
z{@7}wbSlwUZl=g;{LJBNq#P|hXYd?06fBC9NO3+kz``(sW(Ss#^%Co&U~BLqc!kU9
z$9gIBS7rOqKW6v(I0rcdi-b9kRctQ{sKh~M_f&;76FR)g-zX@azAi<=VdZvJ#MU?o
zK748ON*;@MLb?@O;v%(`y5A%<OEk)YM*9L5kV{6c9;yp(cykOB(XvtJ<&S>@>KIN&
zUMBxT=20`eKY_Gt1SUFhT{<xdmf%Us3mCMgG*VhA0c8XWj_myCucHTp0+EQaTzryd
z#(@_(R#+!KUO-0fs)RL+1|t&lN7G^r(sd{eHac-_#gI{ZP!*qEvDH=w1zq_iY!iJE
zGPjG{xk*MC6*_ea_w0|}Kp#xOGLHi%V(?e^T|&c($d=_(I#2Ju3G!hQOLa#~?!j@s
zR8DKOb4*9uvoG-ejs&I>V_IHs0cfj!&DNV~_2J(Pfv3*FADaEs+ngzrmE7Eh#7PAD
zH}w<U9!O<a_IKC33ZsyONWY!Y(1wz?y9B#!dELx4QyNb#s}~hjXRDbs{#iovA%XW<
zfm*2L&(!z#O*FZ-nCdqsx!7Rz%TM1sWT#HQRtjxCS(NyYJq<~_)+>VUh97$ikPSHt
z`Q++lGNTR4U_q)FMTvwkLBn9+zQUp<s={gY*@5;uDg5v6Q$jy5N2FHRb$3#f#~$a=
zB?}uv5)Plj+iJmO7eZW;2jNfV((N536t<500!P6ggqW_L?jcBf_|iLdiqv94w-TrX
z<;=x=prmk26zn~wmiWSdNse@&SV_S`B*u#(@e&qcs-oZ!If)$GCvP#yg^Bd^+9(vE
zN(AseHVZUs?N^VJI`XI<kj>6P&JH;XLN@ckq1+_P6v(#?NH1-q5mOf3y?OPy7*yJs
zE^m{#_(!owVpJ}$U^DRk0rOg;@!?gA8QIQC7-!zq{lt%lO}I7_!G7oA&&D`!Fm4TK
zLI?TXj@eYYvV-gs#~0;JGXS<2O#Lv{y$m)zracoAN`*~vVtm|hiRJATy6B&?+U-FZ
zopxp#qK`XC3Qs`N+=rSt?tZY5!~OIGXy3EKnM{rB3Wr+p_1MX8>Wygn@p=cJF3<mH
zM&#r8D!kM9mLB)E@At5BfR+$M2&Shl>p)<Y?9To<3bI4rBLd|~DFdVN$1Um2q|gWl
zPswQb;(T{t0*1b?=IcYhO#cHnK`$;xI+2@l#5j$;GoX&(z?pq>dW=TT3NLz`iz=Q;
zKz|eZ*7wnx_TDAx?}NJ_A9eZ-FJd#MM|Y6B4EpZWwTNH}r;L?mgn3THYm)eil3W%3
z%IxqJcVP|l%Iq1~zl6i4P?3fnC1G#hC_c=cbFR!lXx04;hniOH^Tg4C`y}ho?{^5k
z!_&cgJ-w-e9~>o9x+7|_6F;_sx+Rm-?oVcuo@M#<x0sw}Dk|t`Ut6@Qj#aiT(2@!f
z_qGO>E_u?Vul8yTBr*R~@GNvMV@=-@PO67@wcY2dZ+h=b=zP9^KFeMc=zToL5G{kb
z(~w>p@xf413M|q((v+R4>;$6zv4FcOYIqC`OQN3W))aK8(!<Z1#MC8O3%tc71?0iL
zjqdS?r-V&Z26bTy1EFoT#`&b~IuN<mk=5tmBTbxkU$fF6O%#*V=Nw{XRWk-?BICyb
z5$tGyzlou4tW>rU1MvG!qK-7@5o8_q)HQ}7O;`mvRuRJkb;eno-9lYL`c5$VhPG8#
zh{@hSLKPI4wEiE^{FiXd^b%n4@i~R>yxZki`2yac92wNL^Dlhd`Xr%YCk1_Yzr!V+
z5p+v$yntu-50%^Lab#xK{vNyUd0omA`P1c5_r3K#??l20MdR;{)KOg7pY#P@t(4H=
z-{|{Rl^ih1dpo9W*X}~A^NRfOcD2BhBJIKcVt5hT`LSkWR~6IymwsH3tDF!ekEiR;
z_-&~wmO=aVYabS(tZjLIA;^?QQp$*DKXVKwv2Kgs!=ZKct<8-2(&b}AZee_a=@&Y*
zZHK1S2Gbd$xOy4~(%nDpq$AIUL0u)Amk(hJ%e`LxXgs(|dYZrq@iNpLCNO*Y3#WV@
zkgz2!fj4d1^2P*Kz5Wx;ayu#Dce+r?Rq1;Y;P!6(1gv`fyyM`<pX|JO^AVsH&ur$&
z@i=OXXzLY=_pK5|-d5?)gQi5wv<pSti{Lmj?=6rS&OXXy!QB*J7pq#z$U+>bgXC|G
zF|3_8fo*^&OEjmCAI>sP6B^AIRRpcXO3K4@ie&L7%4f3PyNzK?DpOrk8f!c+ma?s(
zTn_NET%b$Q=VkIcVLuK*UeP^VBrgmUuqz8QuNsHPEh~&iJ&rjj^0e28jFLpR)utS)
zA#hPP^=s=1OUZ(l+_=WTZhCyva_Of){*l<VNc0uAPG3bj!WMS^34;em4UKdr(<<(D
zq}!uGaZ3J~DKh9=x0}^&dSY4Ww?9F3{yWKE-*ICs{Z_CiCHO6k^TMSYWE^Cq7=$dw
zuYr#wb-=b?%gev`Po01BpQqpbo;VpDqKeUR!Vs(XCYoB8<Qt{xEi;5NCAeHza3lKt
zZg7T^9c>!QcNS%?c>qS0hH@O%{oVc*d}eY?k39Ra^LOMd<;>b5O?`_vOu`LfYjhA3
z6C9@ziXkL|(GIy<<Cn5iFYMsOnt2*;L%(O!GoRoD@a4w@UXnIHKKL3Jo7t-Ik_u3E
z8EB8q>|ziHrN&}3qE{4~pcn}4WDvG&Vbj~jo|YzqDj--6n4%TQA#d{ydKsFnj=U)1
zxKvq}w+GJon$*5Kbm!wIyKy3`u%%Cp(y{un?%ZAQE_=UP+(mK-vy|%zfemO2+M#5k
z{2h&t0Eic4yQ|B^E1`Z6jyI9i2_3zzhRQkF>mnTH#+GoHAWYk4NJM_=qNHRSlPD4>
z57UnYK6izGi)HKNk~>^CzjoXwCH(C#YI5fW<xD`VHh{)qRuVjE$&RbL|LzFA%WMG`
zxn1HZY*7@~;0zeU>`;;l@2e-tjvtoJzql<Pl3=#Zcl-9WqvR2l>iHkSwNzkTK}c(3
zX&Wl$J+(00bzsRAGGeMxiDY9@xLM*GHN^9CN*3&EZ!J)y#4~0!kr8BpEfsJWdIMLT
zM+^WU_5;c!#OP5G3zzV7Qh1YDbnU3epbTVp&CPLi(S8?cQE4$8AyOHpU6Pj%*^5ZO
zo70rb)9Vf27GKoV=I^<1O=~3C=QrH)GTA8-S*}&fgFa+u2&`+iB$r<?<)p>&dVV5z
zT6$%x^N88p$;Li@hASc|G4@8Q!=2Pd$1YI9$bhp5qpbVF3a3nh=}J~&rM_`hBJXB)
zR+esY8yNXtL+n1}sFzo@tSOeOSf6TjL?P0$+{WGr4QCF3m6d)+6vz23BW1oc@KYM;
z8VSF#%YG-X97tpnL9==m>g0nBxgg4`_1&RF=j2vzRjiW$%(|QO0w}}TYozlaV<9V1
zkqTR=dg~W|i=G(fA|6_4{2J4y0^&C)2q@NrD809xOuG&X&>OnPj@NObPKLipLJT=_
z1w`z>dV3>OxU=(2<}-gOrz`TDARlNcK>3`7u0>$&k}HL#=(BA<77y>u%e%j0o*NhJ
z)$kTujhL4d)m#kHN{ks7u~<mR?pqe<i&>%$Ggo4j-jViG*C)jcpUE_cwo=(u6>f#Q
z{KHjZRy7DJqcMyZg`-yn+c?$_$s6N2_(iMX;2aC5XRy!UrUTTxt<lqr{ZRXzk87eS
zgtzPO<?2JVC}_o!|FWlLK4SBsZ{7ilWO&0{*yf4|hoU}XrUWrbxq;hXAT<L#BDYb-
z8$x@1Q5z5sK!~d4C8t{$^6a~vZ8*<%0HXvyIl<6>42!?V`{SaUITf>-uG1z$x+RAx
zfy!oF(DSx&8}Kr9e(e41yskfY@vSuAk#%Fm>RqxQl+vLK%E+_&HjQ1Y?B;FFXm)Qd
zT<5OroqM)eV}3#j)}AO#(T#1!s!kVh5*(Q_61QsQv9*?gdc^*VJFftfa}L)zibJFo
z602<tBM3p5dGU{ME%rex23-vBg|>`vsM#^Q%zgZpghhM^%)RMKL(b!H562vQ@Pj^_
zttDt+l0c8yE<toLK*8qA3?1)GFBw93-yR0A;r!j_P||=69Jp0hvqyXn#Z4~IWWGMt
zP6%MP8$6%i`nHZmusVh)!>tQ;43^rJ5ycE%q-f+F6cG&nq(&Pnp?sKgt1G?ejGs!g
zAK&V4#B<Hr-*g*??nJ1NCWH^pQgjG&D@N2x*!G?WpQqhzSW~p^erNcTFryzb$Yjz*
zWF6UcCgt9rHwhc<!2{(R40niuv4fez@Pm3H9EK?ctr+CpHgicmM>`pa{D9=Eu6i(8
zJWe#D_V7wyEKnj!g^TANZGvpzhIn1dZyj_#^<cj?LvkDj#W`-Q&6x-l04jgXA>{$+
zhPa2IxmCi>B#{txE$z$l7fYGgA*~wv+>LnNujXI#n0erCDsonyqSp_9)*+3~pQGl9
z8Zdz9FLHdA0Sg++Bw@CJ>t!E@R61IdJDi}a_#!KL)qt!VjZxJ=$J8l+J$lTDM@6;!
zAXnseF$NPohYKUaD}z8Oe}GL2_?3omtQZu1DdXZiT-`+^yYFOi(si|DFx<TyeYmsP
zYD^c-)cy@F67O)iarC?KksID_uUfc^JwK*4cVcWxd^Bp>T*2=&a=_lwmZ_FcunUB?
z_1~k_4@y8B|I5+n*G~Ej)90I^^~>jJfw-sp?9@$=fadoLyKo@sAR*wfCLBuvzyN&4
z|HI?{8ja{un8Gd8$;!SZx5VChNtE?kiYErpZx_g5iGE(6mvM-Fj}V0DswrlZu?~L5
z{<Hf_ied>nylV*~AYVfnOHN-5j(x(w2)U@|Da(9oZ*9a$!8s&0d`-7H^J7{|6mgCV
zJl~Sb^(+=OY!(6qTN|iHgyH6+1Vk&cfc1LoFL5kr6gdvw8&KomWjRp5;wq-2a|hXn
z?KB(G#O3JQqkidug7qAjTmw1diHd3l`;4PH;A<uFyEj-p&C2NZR6s~0xnsW8w%s+v
z#ouq7%HHW3DuIp#ti(u_&YV1UE8c%EyN>s99o|S&S6K=(D#XhEIdcsi;^6h%e%px|
zkWg0g&7rq0XItJ?(N1d6USu_ZSgyR(EjY$%F7PHyHVqmm^{s+mulqt;pwEhnSU2nN
z2L;5;6iec?Sd46iyAbiv1^Q6ge%^BLD+&U7fzZkggpr3)Jn1P!K<=)^l)V&gUctpL
z1B?2TnEw(3J5BO&d@>a5O?>U#@M~4@+h<vRdA;-mmJ{Sqbp-t-Cn2^9s@5s8Qq8sW
zZ2BG0s|{$N(c_tP#o<sWz-B8$f|wcwOd54&23``!E70x12N+dHjjZ6xhK;d)@QWyI
zRVOoZ)HqiLlCRB-N^NV?!s7)fjpW<6Mf=M^1k}=iK|rxZVKwK?#>I;<STE^s;CJh*
zkkW>d6)+k6qCYE$z`5&#*oz5C016=N1G<VB(-K?X)lk2cfKj<7rmJtW1|0WFVVjs4
zUj<yZ-V1wlyAIsfk^u767=KuyK+e+jLJ2q-_GNxO!n=5%DKtO|k_%DO)cuT@$T->>
z^<`1>C%XEp0d8F6Y6u|0tj+aeHumxW=vpUDeXi-DLjUAkb!GvJb32&gz)l&f->C$K
zmTEvqKV<09ZLz7M5R7z774<VU*C)C5FjRy9w?XCdsx}QwTGBKFZ9n{>p44!MPFvVt
zq1whD^X80z2RZn144Yk;FJ`M_h}v%4F5x?gz53*fv=oFlHJ}pLIx)nTJ&W*2AO-fp
zmirW(yU!Q};_n$q<`nYP(~wSVGYevA!~h>nd2O0$t&_Mz<M*~*Zj>}lGchQPmqRmw
zd%Eg}jStgZRfYeLwRa4!tZUZ=D`v&6*tSt&#kOs$;)-om%nB<uDz<Igwo^Uxe&61^
z&*|OW=k(RT@+a3?Ym7PPGspcrH<I;UjQ7VG)O6psm<%6-icpUz^xW?O>Yk7^83{K8
z2Q8Yn;^vR0rEAKek<`d4u8g|Dtw4zLNNy@rxK9oBi-CW3ZsVD2d%%a-3+wHTgLM7J
z{lXN@-CCdhYzqZ~63`)<%f88<!|$2OuIZCIxUkRKREZ~Xjg5DY#=A3%@-{^!5_L(_
zyFI{4e|io6_S=H{M{?_wGdHi&HPTncU<ipxE(I0CA3!E@3_)PCg*E}V`3%QJIa*`q
z<Q1wO{bzPI@9(ox^UiBOlHF|?gC*uN&uQmFX|6ZaK|rq#HjF$o^^{U7(LQ5><C0yC
zGe;5YkFQoUf;t4}x;7TJ=qeRn?!ti=ABDEoVu1}rG1<0lf6I69oTyY$({}9m$>RL^
zJ_qI<1;n?!6IB>7H{6?iVGOzroVusA58!TQsNq2vTU_0ckcKMK?4I`p+~C|fE>0uI
zuXqHCh<)>SiP?)s9A)DX!r`zzZ~QL`aAvyat34~Jn6i@qd~?$x<ZH@oY`U;DK{i*s
zWTUZWU1*$)ZbY$rqZ<c7h}r7*pz&O3d{r9BEVbj^S|TTV{0>svv#_Drru6f&-=xW`
zhOLtVT;3-|HkCK!+%FESj=fpXye|8({dRL*P3A*+a4C@m23FzNjjq2q5BmK(q4`f4
z-){ULp9E5zW$YE{*D*~2V6tfq;(Vv|d?k7ia;iGuKn0U@<%J#-i(&onmi;<M;A{&F
z%AEzdIM_9^TW9tE5`o2_NgtjwVnU0hd!b#)Vl+Z&>vyG74l^@xC<MXL-2h-(sEZAK
zf72Rt2e*TpGn=G|d<uXeK$aQDb^B8?4En(dJh&*1Hzht#Cw5HcVLcHrz_m*7)PPv~
zpv@Be7j5?cPeSm({}v&*?dllr|0~ok{rk}TzW}x6`0i#;Dm%RYTc};R<d`A|#lNw3
zlu7M*1P<2hUW{N}>xz(G^M<;zn@n<jso&u>tI<qPQ@>V$;AH=`pazfpJW=G}Qk}9B
zwYBd3bfVmiPDv2wHQb}Wi~sPu@^{rjL9=^plrx>e5)LXvB?;BONwC9`@9RuwCUf*a
z!+}K|Hv_YG$%S`izkZGmxM0M7UD?_F*(h%JOJ*A$Cv+>pH-km^ZVPh37ojKjay~mf
zSFbb^8xH}Fb*U{osUfztyEdk-hfs3ri;_Rfse9r*hP1wmIif4KjAnu**BQO^(%*?>
zD6VZ(($JP9z+&0t$jL30?5daewPsUMjx^ZkD6_nLPim<R5xOryt=HHrOkI!9AB+=k
z7Fvmk8Tih)#rVZc;V_axWu8=P(R5c`t}Z2og8zH^Z8wx!>$ql79w=LSh_qA9on>l&
zA_E(C1d0cg=b;!rZ|eT;<{29ay~pkf-zL}@V=bBcy$JC?r2n)6wGxXMQi%BP=`ME&
zu2+#k0*dDOz+hXhci5vr*FbLcwex+esS-EC##e{5L<!v&^lXiqpxJV`6F)9%t@_x>
zem^J6op)u2SE*6`Kgh<w6!2qkWcs<E;^J>mS4U)T5I?1_)av$;h$#B2;4%-Ve~n5B
z75upIk1}v_#R}({m77NdYY5ljuM_w-J`>|K$1U-7N~U+mq&m|s4HcBv$Pi23{Cvf~
z{7hcVia098_Rfx@u;9ma_1u%`Y&`$Seu4sK;yVRrw>avGSin~0fF789;XKT2lSsm$
zbD$yLA0l`gvh(?yg<e^!B0#0jdwNP>c*$0aEU{b?Ga!oC8sJZ1f!A;h@(bGzJ2652
z#B(1!^SA<S5WzzwdG}W|=P>bA`%o|CvS&kyZsn{>!^Wk1=V`xG?o_WJ#-QiDuf_pm
z1a_@fq0BIH-!lSZEzcO9Z;KSFk9}ar2DM38qq91cX&;h{J^Ll^idl#Yb6nvsYG#PF
z!NpP!Qnd!E8}-_@=`QR?dZw&1hpcifT24I+&>oA?GSq^~wTB41H)GO&;kGm==SrCA
zZIt`)ylX)v>|2Bx{0&*fjf=+`Ycr3OrF-jdp&2bX)jWnfs1j<;)8?j6&$P{;Eg{xK
zhpe@e7tns0yA2ebk_xpv++7>{^I5W7n@j66Bi;Dnd#8Bk5Q~Nk?$au^MqFQ47dS?;
z&RBn?umwmB;5XME#NVe0c`Be<9Gpl^zvnKj_Ginz$!b`q3r^FH4V@p?!=9es+!ebj
zFK(;YL*x*7j<M22YAT)KE+lAWgxn%L+-1bKgBTy$TwIP;oYe>xV$H5tSYtK9v(Z40
z3Ji%j7vJ9#uSgWm4G=cDSj6#>4`r3xP{&A1w<08P7E5H?afH>UfKCJ@Jx@B6(eW$=
z(1zfkr?Y<hp2C^vuRBwHKqo||k#H4?h57PzZQ<7WHz9D*Nn+Oj_Ec85W&Va0VFxGS
zQ`HY;y-y!F20165bBvF=hxuJb(Ab1st~QXeTEJu)DC@3vZNgp0aLLBQoNsM5K+chm
za>nMk+BqR>>G>jn$C`kjY{5_oCTLYqS1I?rLr(dN;q$x@Poh75L`F)memYn|yN`ep
zm>`w@V$4u}087YT*<T}r?=~i$V7T+Cq3)H(2@QyzoMpB6>D-*cbXh-m30Agw#XcUL
zf8aWt-eb2_Wt%DXFTLi6HM{pm8wUqa65A_h<~QU97HBP=p|=`a;Q>uirr(Z5MM+BP
z_l*LdkL#9hjgQ5!x~)0tKIZ3WW#-fPk?aAcy_kcuxg&GZpEL=QwuFaM=}RZ~C6@UN
z)-GbZH!Ov21|cpnmM^DgV~JBeDvQqZsQuva4Quz7iHM1eAmVscM5a_n>V1mwAB+K-
z^aWb%*P6=st(=5jTl$)0*&@Z?#?(DgNOfM;CM6J>-|nfV6hO2%p#AQ8S2NZP`VUre
z|F|9(Q?eaAntyTk>&zK&S>ln;6eBf1i2bRyc6XK-CunD6Hu<|Sj^tAgrw1WoTUI>e
zlD^hAeQzX#xpV!$=OAck07W+i5^_bQIS(H%2h>_?_&!(5qIo8vv^P_63_rOwp}boU
zW{l}rzpo2@h>{P9#<Fe7p}ku{>~}(jK*=bLsRmC~n&)7~+=!^xA;N5QaU9$|RD;WD
z!dTYxTEg+tEnB^5^T(~Sko_@o*S+Fa!b|y+V;~_|5Qn>DW^6Pm(s8CTB@e%Fm1Yio
zVGt-)QJ#r++f=8-D9iG=vyObQ9w*)WNwlNhZg-mhn<w2B$7RDGGhuy5W^2{22Czmr
zV5*X7F-AL#akviByv3$ULwv+%Mk|HFXvuhT*X`|ZAX)N+Ci_}}vJTar?|Q?F%D<4z
zc;WIVn6qMR9D<)S3qFbg7-+(n>DDCqB&r_%%goB30OXGL1ujTG_lry)BEw7NeAag7
zW2mJzXjR$3PCsUSNh7U=kpS{X(1x#fd@&BXGkM>+s=z8fHTYW7n?m6iiv`g_i!cLL
zN~X+VeUk%d<D0S4?d^lMh4OQ4=N=|8b$uKPe9P)*C48D+_3I3-tHpwKk6AV1JkZc3
zf`2FvsRxC1>PtwF1LnLg4~kHu(O{r;ayR4kc^7^%9uu>;{(^iZHGeLiQ*biMUYQ<-
zj8|-aaP90GFk>Grjv|{ws`9OsLVa=Xhdqo0jasI{^%oToJZy0c=+vLI#eTW%arPbE
zY2&tx&rRTiB}C9l6()CY-Qa*81xKh7DR8e4#EXs16?N7|Wa@=PmY$rV11R?LD)pL!
zps#$#;>-qAK{o2$mxOz9#MYSBM^^L(&42rPd7rM;fWdw9_V<2nXXZl|_=ZoNg`F>Z
zzM&2vzp(ryj*TQjRR=lxF(ph{e%lDNW>%*Lii9#cH;#-2;AJyZB_Qw9Pw5g}^m|vU
zJTkKU60RE9@{{9Mw_-f%+KO6~08Nk}OJH^4<IxxwjT`OK7&wk35PR{|dbU3^X5vX{
zZgQ>bXsg#U322h2UI{h@CjUF0!B>%EIe6m(wcjI5c!83CQ^4@!=u(~|BYKOaozL;X
z)BAP;=;|EoaR}%G?6@z)kaAIhw_JymVl^qZ%=7aCX$*<TsD6ImT=kFf91-omDF$_a
z?e6LlL=Q%W=>KeC#nG%sNeX5xj1^0~%wBd75;}ueq7OAhx)c|D@u`F$qDjmQ!mDu(
z8+RIB!X)*vyGsz89F-f<@mo!qcz6kZJWRKU{vou4^@<1_k3JBq-r}Jp4diZMeh;bc
zu1_CEgVl$vi!p*EP;l45Rf&n7ptQec<ov~s!(%Ums6CP)T?HBxO-dRwu;aKzFweiQ
z0W`7_aRv|N@d~{}^dXH`hH!p`2@0?(<W&m_AYmzKDPQ|-sj%Ykcw6?$zYR=Q-$%m0
zr<QALwS0()@rG8UtcTUiF?dINS=Sc+gcf}5?d5GYdjLoPt=r${sXMp+7HiO<A?!x`
z3y15}pd?N4E9&#0gjqwGKY~k-5brK9%?9e2$cM;G^fyZ_iS?hx!4Eeo70(!$mJFSc
zFMH0H=yu%B1jH_j=Q+buJ@PsU6SEN3x+|g-YIzx_oDGVFcUf|qL~2g~>WRSFC1JUr
z=thEA*|BLxP^fsjo3xByN8G-$lTh1d<$XN13ZMavvF&eXb`w5uQ~;&9@?nF1R_{r=
z;r+cO3+VJ5gk2B@>$y>X8c3E+ou}bW^V^TLuxfV7ITS;G;q;lz{Bkw6$|KX1&%(g7
z$f>xZ<@O_>8PyuK6brY@UN(dftcECsm-J{=go*+z4t@+#QArWSOtmibL>0ow?_BWA
z^Zt-5+D|bW+(kgTss68T1`*VrGHHD7UQT#C@r$%ioOcA8{(DZcmV-xx^CCD2bL`g~
zH6IsPw66KWH<DokTZEx04jlEoRHC#~Sw&K*0^I3nBPeD6dWVob_Gr6EcF^J;P?yzH
z=&;sJcuCWYk<CbPT7y;`4M)Y<6<JNqWole%<{KPCF>!Fv@hSbHW8CvRRp&tCcxjo*
znCel^Vk0w)fQm>h%ifgq7>?3->}$j6W{dzzsh3h+kV=0>Da`4f_(1d}fS_=}{v&G9
zBmg+_{;MTHqia?QVMY6Z%tuNf@8ZbxukpUI9=!1|YXyXSSuL>)d+#lYtnk*C0zi#S
zYwBx>IX^P);51>90-K3f3NpQmD^jLii65ttgzeTiEib|M^a+)u8{sJBvrB0-I2gCc
zJ~?yE=Wgs^$E`rMY~R*TOcnimTpJhyzOUW+I{V)%{N0@T7IPoKwRZ(S*UMH%L-a!q
zR~MQf9>kbwWgHx006q9{aMStJIEdj1?_)LHv$nUf{?Z)!j{Bj}OudTM*B+yP<m5By
z8^VcRJQ~d5ld}9(pXmg<`s8@GScwxEXWczk3i#J0Yo_RpI>!CsFdzwdlnswFx9yv1
z`!d~lzLO9{UPcZv!ogor=+bXom#R>b<2S^=exDU&GwE$^SX36`n^A`Gkjn>?G=Vif
zGZ0PJaePr4Lg+!5RME9zHcd$bOAF+Z@H>`OMH}u7s$Eo0O%=KwPFMgR?4f_^)Ymck
zzB#lwWsit25}XTZ#ph)rpez6Zk0@eH{1*dJmk_TpQyqKgQpBDfWJ=r_9;w(JtwBje
zB!z58b+#)o01y~7Cay*~^Qf;~X7^(1YGro%5=@uKbb*OSx!P}%2V&vID)dF$Jg4<B
z+++jSmU8pyq0B9_9<p!)$-dyk3oF`W5;<OqUkF8@x=YSE8tR;Zb=--UaDlc*u0=LW
z0UG~`INrRHYUJ}<xRZ4MoW{*kl3#PSAo5}5FEGvxUB4KvUQ>s{p#ZxH&Te@YVw9aG
z#s;Ym33&;mm}kl(uN!ec&+o<Y!)LsJrPmn{gmKV=+9)&6jOr?!09?|{Ct}B^f3P63
zz}VmGNu7%y1)f&(K}GCKo_ImtBN6P(&~-Cr9-fmY*bc8ly?<|=ubB)B*XawDQJ1Q`
zAGi~qXeaJgsIC&7G}C_U*A6J|l{aIQ9d*)Is?2A2R^?=px*Vfj(g%f6;#X38$o@u+
z@fa0OMW*P@oBbV~AwK?RyN)yo_rB545XJ9lUarz@DVd2sNw;az#^nYzEqlB1IM&Le
zS3YgXz!+QjSDUHD_=6F;*`#qND`?v#^BT=)uO*w?(mP6SK&{^{bM~njPLX}X%atgU
znWq;f-URC~9g6k$2#5nKY5nuRyOr-bP9LkoXezWjYVBY2kmLVuI3M%r?-*;?7j008
zow1WUOjcpT1n*?9$`lP5B$oI}mSuqNPW7xf{0Go0SD~8EpbbVojrcE_QaIUXMU8Q1
zb8@cya$n#15LkPXT%`Lffu4)l;`o7hPvV<au^nH^G@9pL+x<)LY>t#6Obm74^l45s
zKcMzA<pGk(KjVC-PZP*Tg!a17>g4<G=uQ^9fI`_8)(z?)LU6syodlrY?;Gm7N;)8=
z#QdA34<t~&W&zz7f(FwegmF{W@rxD+GeLdXj7`E#!YVFsMkWrmM@Y$bfTaHkh{F8e
z{G@|YDgEu-m<$5RXk#cpI8lHY!O(OY!Eg?Ae?G!6xjFUVuMx(-{KNIQ`1+WAjOdmB
zzA1M27wW6y0hBGvM*C%ROgVH;@J95!s1(f9Zo?n#aTatALltep5uv*{fL!p4j&MxE
z5gFQA7bLpQyK#j;6Nl&c0h!Cw8IjF6?aD3RLe)X&d4Gkb#1Wzc{smfTarrJN;AXic
zSthXp;s>C8wr{|jh}dj(0KK`Lk=vP&kb~;g`sDuJzRCX;^=HJxd$!rvIj>uz?7vk9
z1li3eo~QRMF<z%nFQ5rWAyHoKQ<=FM6baWYnzMN2w`W-y7)8L)-}-lk>QJ67iJJ9T
zNu6qh#8f!j#O<5V-4x1WSDlCvcOz;oGB|tbr=KXFq3|7TGUpL~Do%#p4n)ittI_vI
z9RNb+ivJKYd-0Am$L`96TGTAv+vZ0kQ`e=3d5}>pA|1v6N@gNB`v9tHhqO81RV&r?
zm1d?24bzEul|2p%>Odn_rk{Z`3$xFC2ORQCSO|glqL4mPz~fMGHtz%fx!YMw%&qSG
z^2r!O+wClc<Cf3E^2Qt2TKi?eJgV#a*;)rrsyB2L?iab2p%53>s3v~zq+26wU}BGN
zweRq{)bUwM9eG<wO#|FKs)?ih)1G?O*Ssm(LSw3h=C)7Z?7u&?kkJNL|MGHVwmis-
zN3)DG#ox;*>2Z$~l^G`y)J?@=0Hn-=BH#LMyx^rQTdn+Ij8tIv#d?CZ92W>>h+w`|
zuV!Uf*R&OS=pI+T;m{@N@|)|A$-}<Eo)8}YRK-FgpDC<JTLV^Zb-Ha!75q*)EYOh+
zC5UJmY3tB`1Ioz2n}s>>vG}nHWoiu2fD{YPcePvB4!w7l`Zz`E>>pPrTLTU6QQj}B
z2Wfgwd5*WP(i(Nr;v4zkN_5h9fLvf~N;<&G;FSK3^jtp+a#w-`8J-M99s|0|4Mx)S
zLl$ixS>zOAMg9AGFS);V6OSx6!S(>SC_P!E{|>VhVATz;MTvqVB_jMgc;1eb)Gqvn
zr93YFmFg>8u+1|M4{g=w<oRehjC?kfb$g)=5H}+_lw1@4b>#>ctOjA*EQMLIkuNVn
zo3jXie!`OBkp9YCc$iw3Ppf29D#zOIez(`Q6XVoLS091~r6>#Ugv7)l{$jMe8WbHp
z(}`6t`K<?Qrmw^z_n|yd4L14KG)6Op(_$uCxwMbWNA{$L^T^JM+Bo<o96RrG!-96y
z$g7T3K~EUYa~Fd<gr9=sk+OtX4TK45X)cV@hZ-|VXEpT1H(~Uvd56|*M8M5&PKK|*
z20t+a1WZtTpI3)2gUhvfc6+3!%>4yopX@i~n-hS-KJhm><h`eoWAO|iroEo^5YYYD
z-jMsmshpFT_syLXhw2IGKDmY+$Hhv%7Dn?N-C9@Z2xr@ps<*Go-Fhn7ytMRgk62t>
z6yLHO?GRjj*nV-$7o;zjMwFB`5fBS66SfOVt`IVM5hPj^_vEGtgS?Mk8mIWpG8U*&
zlSXm&RDp;lm}%!?K_**-rP1_W8ZqB+#oj3Ru!aPQkQnaR<lw4ii%86~vW1}crHkS^
zV`<rTmJudVap!#%<~n#_$;zvjx0<(Cn1!L0txnU$X1(7Pk$HSON-|x5{T%UgH!9C?
zO>~*pW?(zRu9T=s5Q5V>Pwwr{UA3GOsV3_n<TKCDaN^;dRZ$wT1YtEP16)JSFh*t0
ziI{y$vf?*+1>P+^_C;MO8Tyy<l!c`5l5d4RIb-`km8ykkP_bRHu$TC8u~a$ryOdFi
zo09?d^l0bF*dc=f%ule#L<0jHa-%4>X~gHn=VtZ((&zP#qLKem{8EqqGS}yO<psy(
z-+=cAzU!%#?8iz1_>RA82^VBcQIeAG;;SDbWN`yLR|*_yqY!w!AKf~i9loNDUNsTb
zF=4ote;bh3rh1@ZVqoVHUbff=NausnloW8F!c|Z=9(yWSi#^x!qG9gpOH`2prkqQZ
z$aWSzk02J`683(Glab3?V2DcQB?=axiUbSX8Tf%%OqCN*TVLnio8$ZW#kNlmCWLar
zZr@|*u+z$BbVeGBC%;ZPSL8FANvEquLXVmUsnvaPdZ7_T4`MwS35T{;2C?jIWRmj7
zB1a3XH_o3I(BC%b^}Gq@3a)n!1ta&tF-n2@x(2{5x5*GHQP_p$pD7yzk$ZtfqoONT
z%IA_^%ha#lU^*z$jp}e8yL-dU<GyH$+V|zwsq_y|rT&RnS6Awe{qx_V7&F@Ch;1(k
zXn4)BHus_*u3Ut6#g%V+1Mg=W{7w@iP>6W@MiXSh*-w)%y04`zdemPZr~gK(BoO#q
z8+FXROd-k~Uj593hR=Xnn{xiGEYi89EPT#FBCP&z;y7LYIBaNV(|2yccM3vA5*8vZ
zB79JO^`31(+i=68rM~yUl|xiMM(7F3ojI7%s!ab~RkHCi${o#gDcY{ePCUsEEwK9M
zR8?|l_#woGkll#VbX8Hh2#DZJ(my*n<YYBpmQb;%wXG5zuP8HX$SifzRn0-AB{MF$
z!A)09PM#YyAUJU>C0i7zRg}x68qf^iNmRB%3TH(gV{T?(r`A=wt-|A&JZ|%(<3RPy
z6AhC~3ga4PyI+wq%xcfr7OrZ1vQ-~PbB^VvwvZ7&YQxee3%+c(nbNi5MCx+yj=~cy
z^2IK91usmj38Z?$@#K)sPOFET?7y#d7ZtvHALMSm7y6rJ8}HwDyV<;#xeqWD>!!~!
ze*r$YRKBs^^FO@rr970=UPy#jB7pWSQW#^Nbsyu1k46H#%539uMj`$D`g*ED4#D@0
zp;b<!(G5x`cZt=T90Jh>_7kvOHn->au`LRk)cA#nU*sgu@3l^Ueh&ENY@jL@%2W%v
z&L_Dy$Q9yF(u?)G=sD!tI8sq^vB#r2zlwy^wE{v4IzdiM+&O<QO0DX%Jk20cbZqfg
z=Xk7PVOm^odB9bgBU^lKkzL)+t`P&FKLz!3CaU`sKDT^Toe)%D71t3Dc<@%${$Jo7
zSdRl~)GCU>j;q~`Kak<3A|0t8+=dzgrtw(A=ox`kdWqEYX*`x<zN&lN;Jfe+7FN)!
zjKMG7sqOfd{LDI3+s3V+_M!V|D>w9Z4Yc-o$Pz`)1w4d$Z#^Tsrimj!$I5ok#6sb*
z)Kbzz%+rfmXbv#E9dz}18KOVP_U7J=R@^eF{v<Ci9b_49U-X`gGH`*t{`+=Fu<!lX
zMJie~xa@~95!aDvBqrh-(OX}SH%*@BisZR-lyW7&(=Na@;}d?&NTFr4$Ic~w{w$n=
zCR^+3ukSatfr!VZo=d6b7!sA-G{^dcB))FWjfWwcg$l8vkRre6hxD|0<$q}kq7s3N
z@`vp@RnXqE>nkNBe#g4LaubCb7R3oiB*50@5SKL({UN%BGrUPm$OeMU>b987WN>oO
z9cly;-Ni~&q?PN}aFoT4;Fl{{^<Jd`u{hq--5rqbfMTf+3}HoscM-^&l%Cznw!ss5
ztKFcJ;I;mMjD<>vM)H#c%ZU>Auga`4HGg5ue3x*Vzm%WWxr3km{wB(7de>(<Fn3hm
zVn}t_jYs8#(S3>s-3DNri2Gfk9e0Hc26VsFm`+rJHaywZ^3@`}L9gp({+Gjq6#|sT
zy$P>fhQGD0-uF{Tf)4~tirx0MQOx+6*IfRb5sYyGSw~QLk?_4r0IeDo{dheGB(ihB
zTDJkka1ryxu+T6hjl2Og0aPArB`q4wg*=CcjxY*6EKF71g!{otO#cSfUZjJZ?M^A0
z<oSEcQim9n5`$yd)>n{`UGQq@hB07PTd}a+U%`Nzv9MnM_(L@EX=v)~v9k=%G{Yz(
z`h%0K_i}0H#dev#9sYM5s@K&EV25`!dxI|!RmWf!Ag_+Dqe?UW)w@@WL1RXJ{Ek-N
z1b=Uv$T6(jtIM05aE%Kvp8wGXb0K8@Un$7|cly;QfFq`*GW3Lg<Kxqt?-IIJUF>eR
zp!pkRU(^*~JWE5}PQ9AlKcGlG)MjD5s}kPvrWey752qdY0gZ@0?W1(Nld=2ZDmSz?
z)4z?J)@JShQ{{UzN5+T=mi$3u?jy9HLHjUo>Wln!q==hQ#KaW?oNjLfzH1hKpq1#%
z{};5PX9RjP)|Q>x-hLOP=dm+~Ne^lHp&#!1H?Q0EDz0ih5nyTeIVG_I$L7H@j`e>O
z&^|Yl6YCx?cq4b)O0H=9C#ruhoKC*Y#qAST5r4Q!{i++ue*0J(-}Zm5tyEk;%j5X>
zf}YQta??G*>(f@bD{b<%^=;oOp3htJimp~tkMnL%-uR~i0{qkD815p~p7@+RV%n@y
zrSWruWeS49F=2G{Bi!?g<g*0z;Vg$01G?0!$*^`p@IX-BI8tp)<zvu3=Sxh8Mc+ob
zl@m(X&%!N?ht3`@S7;Q=JT!i&KBnNOKuvxcWz0%4@TJP7Oo}_(^un<=^KSpgOJH;2
z9}ni2(^|W>yLnvsERRhcer&*ld4>Ni3UT13lGkSgad^t~JlYKZj}5V1CC(;)<>32<
zEWUbwk+^nr6EPIETMxeCxyrZKBR%dhyckNO(z4OXXH&s8YUWc_o1?HlB+anL4n==x
zBr1-}j?)Up9(7IVs_BeG5hy&~prIk$u9X_MG<`s%#DRGl4hefKtz67P&yPqx{00Qt
zo#utero%Y92VXPZQEQ1TzENC!5zi>-11B<Y(~mc|WR)h%18j?7?xJm4T}41Gddbgo
z%)X~^6s-56QUcG@>SSFH3k=!+hQ;iu60<wZZX$oOF9=)WI+4YWtLFNH$D}YAD!}6B
zS0bnD!q$^`F9~%!NItGMi0L@i&wq#V3tN_giaqf+K=SYc)>Eks<12i0G&<|VDfT1(
zS&EpC|4C%?1j!R&gu?Ms0u<x52@{FSNO*Hf7xEijej6CJ@z)k%z^W-s4XP$UcaE%i
z80%0>gLFNFmL&8Z2YLM98hZ4jl<yg24*y1TVI)hD(H`^9ftohlIN0P3n!iSl*!jO>
z7yB_FW5rY%8GFUU&HvQ>Aq8tsJi{aH=|u&vCa8ZrRNhwNv1(=O3ChDWc?X@PjQ#xj
z=$2zl{1pRraV5f<!l3vlpU|nX3^Uv)J%HTeW_?Td({T26VQC$xydW@J{PmROSd;*3
zU3-%&JFoxlxAueG3b0BpwS|Ze{av&;-??|~R%NsP%QBmIwHVF{#+G}mOc#?%AfZm_
z9(xRPBVFT?5w@c9e2W-fnxXfJ69PzHmBV*OTcG;Qu*ozAZLvW}HkL1UT`-2HE9a4a
z=C2zkh}XksvK;3!+!D_)qk!1CoQ{X>;ltx;TmeJ`aZNw9<AVMJN4UgooK$jOUEuL5
zFmfRJw%P(}=?q7{(MNyS^W-oAGeS&V&oeeS)&FToNX%E;iI#{@i;vd~PhI7dgUh1Y
z6Jj2Mpm{$EE^5Y{Nv+&y=Bn3cn?Tu1U&az*(QBi&7wzHP=~7L|IB@;7jx*ktZ01EK
z)gjhsdH0V?Xzbt~X_lYh_v1(6Gvm_H8v!$_ww}m|Mx~HL1kRszYGMchoxY|`#qutO
z#rNFI7#J3w9j<@u@jh86@v+i)e#mNnlK`sBIJo@c1ZP1Mg&Gp&*@WZIX~=qn!gum4
zAojeHr-Ai^glL<<{H?bhBefJ7d$20?@fgzNXx8F2ZzqazaU+RWg6Wfa@u}kosoWIL
z_9$;W6=u$T<9$@*bCG!^*?Kb{59rNDRXBAUAD!x@pH0}U6`-4$^1K)4pyuYB5IH+V
z#2ENs%UZL;bu3!M{&y2JXX253M0jWzCU_P<16bU+ZqPiRtx++88HkvOL|%*sI-?Hv
z6a?rVDX|JOB~Pu<O2R6&;5*1jimC)@1wvQQ46W*){?IURkWwH<oF%3+zm**^S3_y}
zQNc}HYglIpF-B8-{@Ay{0~-eRdrk;LWhtT)_uGv!mHto39l>FeZ?JV=2#UoZR1qZ|
z$uSArSPy#eKW?b@R~7C1FnUIeB!Ng710^6iUK%lAHQ5q}%@8~|xPYw~@EBUz+wY2=
zz+4=HmcyRXwSqi&AB7(MaKB^e;i3RLJ(Hh_r`R--#MOlo<L+~{&jMRXC7_G^Aff6#
zPbVWFBAWT#{Pz^p!9h1@t^))FCXwbPkOOl19qllhOKfmRGd^i`Iga2?ZREj2$eSKC
zc+x66_{6*`9w|p6f2Azbn4dp~G47E8U8hN_YH#Bo?JRw&Q|ZZn21c=b37u6kesZqs
zTc1-Yw4pi)8I2EIZO%;Z;g(2K)rt}La6do7j`>4bVK?ANb_ID{kUzjdkUBt*_9AJX
ziBfhZc)B>0lUw68KSeS^61#D7mOF@DpLk|fbG<zxDf3DMcMav7*6NhNgSILa_e81L
z<4>&*!H=&o|Em<4e9Fv(vh!dog$fGzQ<792;uIZgDqKIE0O9cAm1jrv<7H(d>;KUu
z$Qe{Gq52zFr{uUrC-UGZeKXZP!u=o}B<%7ys1dx;4r@qVTb&B0@~-JTRJ&{v>`z)+
z9!?9P>NaLx*ukS}sJ`>1yaiTBNiLK{zdqdzmFnXo3@mQc)nQ_d3utY_v`*lt?oMz@
z{Oy3pez>6SCWvNEnpx=^cV;J&)((b(n{Q8^hF&?sVyRNr8rUopmEbwT?>}P2al-oK
z!IPF8hPhl%zK9E!-ShD+1ELN%JHIIi^aaFVol_`-KeJ4UTj1EWf#FQ>jJ}O%-y%=l
z!Z%=L>a;Q~aM_+WYqzApp^11tmEZiO{?~q~_}1^5?290tImLLsV6Ea`hwpZEEeRNY
z&IU?1;Otn&LIP)>{We?Ky6pLq9;GIz<9(Kp%G06k{uDA0x`hcy4a@-OdL<t8B@9Z8
zH;3lPh8ep%1%K)O@lY88JUILAL~l^kfSB<);#Ytp?9LYw-gpTc5-<@zPknSoe}<KO
z3;QzFJJ6itgkEEhOTVpo#QT&EOK^{#wm`CEDAs^BB9jbyKelS2(j4`jPOq2)Sc(CD
z)mQ^RfXL%PgfGtAuwvigHyde7_0z!3!0&hqxZuSx^QeKKts)&@GgEp&qA@S`u&b){
z!JpICMymv6!HDI7Fds<V08m{S!?G_--+$n{_eKEOpQ0ZB!<%|1h$q*yaZIcbVO+IX
z^^YFf0dPhFj9zkE)?Xwa=F8yZFcY0tPrmQJ#wKT?6{M|87!F8)gnTnxfEj^!gN(O)
z+p5F|Z5pvKsFJ5HO`HjQIGhvM(u_%NmGk7uD5(~(DZjHnKOhF`BN;KHvO%Q!>-F~O
z`}vep&zx&bP(mtXTeN#@#J%jk!?~(J=f|m8?bGa68t-gmBX37%9*l3EWvXF1;Qv#5
zzf|8-QupV&k-r$sTgcdN>&i_zWJjWy^xOT!kT!K^qCKvlQGv}uI#$5#hUL%OY93z3
z1fHR)?}v@ehazu%@MT}`0RGX}+s<RZvMk$aEBdiC_}`89bex#~LB3~r=?wJc)#3i_
zD_UU^OH0)IFE7*W%~o)8DdXzRQ=}9!M&}w%=rX(yabC;o2st21bX9uf`Hw!j22u(t
z1t&Bov^4?<W#<@ryI=f=ed;GBn(3}5!`Oekq!v;-y__!03M=h?Y$bcYioO`;xO{vy
zuHV1RRxt@+PGpWYTXlKOB!JmO(5S}_9p}dhngj9ew7hYnTAShPcd@J5^Yv1nMqOn*
z3j|OaVt|`TBiZu0^zm(TB>%OtaPa+9v#c(=%PiQ1cfe7!^)7l(F)OM)rDdm*-*qK@
z#6Bf%Iq8K&YA9`0wcG(!Li7i?4JR_kfoMWRUz%yQ0E1Kl(BwDFHm+7D*B2#<kg!)Q
z#{?>Vftimjkdsu(aS9ls&dSeQ8wK6w&Y#JS!Mq&-_NJ%bJcCFNMz*2h*`}$IZb^;>
ztn@fJwd6H>%GUr(EnSGkf`Jbu<KxZDqY~%@|KHbgt;T)d`&qDy=b=kHhqd=3J1@>G
zpS`CSZ~16;Cs*E^Nt^xFsKDem(~(DhyI%&fo$U`s@h!92k@M8HRHk95RCO-vcA?H8
z(>hoB_n76#$)v75Nf%fqY$!-+RmYV}%tcw|(w)v=MJU|Jm_feszSD37+9Pa5+rXG0
z{OVjTf`~OS!Z4@MvLwruav;hAS$eLpcq~l2SACC2`AGIFK|`Lc$8L<;BN!KEd@Br-
zl8EQQ?2Nl{K&Q9_1a{4*g)cToI-Dg1J*^a^RO(D;#Q+(RQJcte{$sr;vvd6)=5Cve
z&@ue)O|&Dm_MX@8dRVU`;@Xb^piO|(DUAi;<rLF##k~=b`Khcrzs%tN%D#NIN-{6s
zca52=(byl7Ab4KOF4kA$Ib|2xB>O#Y4EoYCW$#Fb^t<0=OqzH)>)M1hO`#uf9UV9b
z1XkGb_U1Y7I96iT=*Q1O=l*6pls<jbE8f3-AcHg$d&3kt1IvfC$7I|FLmQkH=}y#V
zg$nMKze`A=0J1W5&E#S0EzQfDLh$)Ziae`HA}<PNX3%%lN?P2F%AA01o6DrQv}>tz
z&XwR>DPN8mp~gF>Ln$9ob1J3^4Ein!PE<cGBVg=BZs|l&#+g;g>bJ#eIv+N@aQ@QQ
z=*^6RNx`^{A!lQc$KD#hP~~m@<c4GkLWIRo6D7;P_dqfIT)~oNWNj=>T}4FJ1L@C^
zL1gmP+Cc3~<xy!M`GTbl1|8=2=5_OcGp#-C#V_HC`8>IwzvSwNhtDiK{3zXv#>AFm
z8J^bsjf5Rq$BMe^($c2e$TP@3E6kO9aBYgCyc%eqHzxf_1)iPQh#!-7Sd*Y1kDmsw
zB(`06pA{h(?ZD~B2e<%4b$^nqROd90%zw=jG$?h4a#$Ozihh1(lJ=ZBJ3~!_Q=AI5
zF{);zi$GeJbT6=%U@#F8=3B!U*$-2Vkb2LU5BV{@F|VxYe1jU21tdKkAN8&fPs+Y@
z!9V4xg3fQ?v?Kmh<W<?$0-TH;bdEAIfJtO`llE=~6CkL?&8LYzuoBQ0FlvA7V*mns
z(lI`DI9{}Dyk4zrZ-a}jZvQ6ZTVn?8!IKYm9KVQ}$`Z9QphzRsDu>LZgHUqRQ~FZ(
zCM{_6CEq{J=^rc6rEy9S4;Jd_apmh^!&E~VGDZI!0nIYX9%`jLJhbW{jCS#LZK<Q4
zQ(;hvzk^T3{AqdDE00d$fC|pU!1Kf;JVLhnC9P03mOle(C|9SJN7PxW+#u+eHfpy!
zx~wb?pqERTi$(V@$*N-+Oa=Y%%OqkPNj#BbuBN9ecH6505hxyiU!#f^9LFltL<eG@
zsq*6yrPi+;6h9nItw_+>QGG^oNO9tDYYQBdMGC9GDM&RBXlI7wQ)h^aIn^t!(glSl
zJp&oi+nFm$NLcklNngVIyYpEk$@4HqihXGyS!{sHtszi-o$UT`|4F#1eVG94T|Xj^
z)ccC2JpVht&?8z?(14;J1#uJkGru`mzx@(a2IavgrlUm@mPe~0WITf}BkEF46UtDI
zv>lMw`swV?i-3gk^Snw1@)b)e`ImE~Q72dkG75@y6`DMBfx@qARAV%9O%q-e@L(0=
z(D=10*dGK9zfrWgYthJX)ZL}KH6UNjkg(9E?GmqxS?1z0sS?fEz%VUy$H^K%vb+Ct
zt3H@uNmkx-oJ3tILa|J~((~xD`oYZRPLo)tRpgq`ql_WajI)P+$XID4^Z!%dJ<`0A
zEx?H%(~sUpI^Uc+VI(#{kyE$@k)%^Z`ZmawCdS#Gy;I}O>BHnu7hwZ^;Qu7};)QDz
zJNKT5d3W!vyl8!egdRO}^%3sf{4FDz08yw#Z0766twtTk(8=o8B_s#CN{GIjcNo1d
zRbW`H4%l;kc4wWwY>XA5Dxh?hIv-$`=2&-*i@$Pqv-w2d`>esP_yts|YQ6J{Lk)<Z
zc5yR9PQiH$Tl~sm7HrSWkiS##8)i$?2FMy|_~A+^8<Z~)U@j#a0(UL~Cw6A7Q2SqZ
z694;gk5%)&+L*LHIU=4Y7e7n+q_(|UWPPl7wA#V0_BAO}Qdfpju-H-4p)GQ$jjn<N
zEjmp-<2UdF<TE@9m-fu)PiMK^qe9_zB!)k?>%{Zu5;rcbm_@iazlfJ@IgNj84eW->
z!2hx{C!{^9pGE8%PmGaC27^&i4-7mWQ4oM}aU$}CeYU^k3#VB0O}zfS5*1)g18e*p
zTU`)1L(Hq{;6m3&EzfN{L9{TCU`vM=zF#FGZ4a-bPw<CIq)3Q@bAw#?^E9>z3|yoT
zEsc20X5vVAmt<EPlh~RjD^?G(uf${VPpLf|<vLmYI-KaHYuNglz_$!rw&Pz%&>tR|
zr}hGMsPmB@?>+w4b<K*WI~LTG1Z3=UA!~+8Rr7!eZN0&o5OtgtO9;I@GIsMXtik5J
zuYb?lVw`9ezLPKh4W_BDPfgUpx6`K_=Dr?e>BmxFudfJ-N*%M6c0am;AL&;%Ne#^F
z#OX36jre6P7-<aVs1aMhM(ar!<wp?_8sKL}MCq1DM1%`A{b}AeuP$FTix4~Z6SmFN
z;zJJgx$F5^yE&^j5-GGl>3O*~;#%XyMCAnEL(4&yZG2cTPqd4R`Ci8q$qCS@=4@dA
z!JZFr`yt0)9Gu}_9Pu7)SJb)^BR~O}4<=!He0(MdW?&5_#PL%L&x2&{`u<OEGePI?
zivGdY-Y4}zS(=H1xX#FBmKqSZzsdZL1@31QeKa}r1TAbXBd)Hx9!>;Iubnzt9)IeP
zu#i4s=~8m8rA$;~g3*Cctam~>a|M~)&qKz+?(9w4DzpwA-k!~x7fFox2d9AGvr&Sz
z7GRlxgItY68!_7}A&2Xr4cb^G4t`$VWrKz<g#(AAr=7)LMfT&_Xb8_AQosCm*oGpt
z1%S(%g&r9==|&_bkE38i*5pNF8O3?5D{ib{usfmPgl_^sHrmpO+%DDz;4QmPPoa1`
z7l>3KKY!aW7p0a<B(pA`WS1FFKvFwPq{apk+}-1-%F>`Z=Fws-WGwZmH_=F&dhH`c
zL64>FH4`2L-d^d)W;N-c6r!z%2#;siwQhc|JF_~444dRW*?0o6xfDkxZ?+hy5t#n$
zUR&eZrRL6YF_^2ENnO7yPmiv}`8J(tjVnCN;AFLhqZjayB-ea%;d!o#KO;k^+{m)r
zOv7RN<(JqXmE}Demb`~MgIBw2)X+0Z?}PZyQhq;V4my}e-Ge_OXl^WLZd}yJ6-Hr@
z-@{O++kYW@FsqShJ*;fQz6Ml`x58PHmC#{Mh!F|gU&wDz4lE}58hG{eL7g7T34YWA
z8Z*C^nNQwXH_WAYU;X+<Cl8uQFiXxN3O`|%cif<;hTR+yGB{+xjbo;Ct{!zbygG3E
zj%bpCCJ<Jc!`e?h^Mt{V5=ZsAV-zDKQ90oE8e=fAXD~4Or9ybrNQZSsB2|4J#h!C?
z3D>E6ABS`Q&yS1m%s@D;!3gVg1ILg7q1W^o;D1|M`^h<hpk+0LVn%~g%hR|;3q9Hn
zj{*|b`HIxpnW4AmRO}9XBUGryPn3fhLEUX$%#W{n8k)C5z?b8@<gwFne|OGFsuu?*
z7t^0Y+x&Is>L|gvln8{R_c<wBpd2U+W>~j=K7f<ff8Sr<_~UWLw{q28kUsOkW99RA
zbm$kgR06bgn6Hh#tj6-vM7#N0<^pOQXEwq$5S_T`g%2}YAeFrCwi6}1wcLIHmRWkS
zgmC7#8Pq$*|K9(-aw4*4)(ZO0rSiv}q(r^;y)CYXsv3>weEcZ<nTJg2T-yF#ZpY72
z7hAy4N<)iI#d5aEgT7q{JIz?Vfym)*_}&Ewg$Pb;7FQ4gp-$f5e^0@tmJy%JX^JcR
z+#fE=dh+OrP14(<QyGJ%IHji$&zp)1QfPd-*pQB96Y-N%F8Vm1DrBg&*In^8xPYhO
z;|}~+5`z8H^`7gxyBQXi=xRZw&*j><=XTQ(4gae&<I{4jYg-yzA_@n;`^ES9)+ai(
z3!bFY(fXf_<X8^tqXRqcW3wA~(}iMaJ7G>j@)Mkicgvx#J9$ptA^b)onh})|+_-TW
z?Csz#jqO3ApD$!>bR6>Kg;`=q)1P)wV?Df;6mZ?s?=x~7m|?^|p2H`(DE>mRvhuyR
zSXVg_-V0L`EpZjjA{-S~n)LlDb=U)Gs*5?jrGDW912Pg(kd6)7Cp_no+SDy<nrigE
zda`_t+eWnv-gI!k{q^~H5bn-$ERu@UB~2zHo$7dBcfD<1nBs&YY%<_pA7VO{;sTyT
zB~UPgfXmAs#EwTGjMiM89>3#7_)O2W&kqnS32Sdxkezwg7M`E|wxl|j$GwUVhZ}28
ztR}}ikg*T=ZnRz*lzXO=UZ7dKHrpU^$8aXpHtU4Hfbl!E3q}BqWt+6)NMqv88Ch}8
zF@>2Io4JVfMxmG%Q^mpDyirV9cg4}2*&63d>h5Is82H(KsN^X4wJSW}z3P4alc%4+
z2sU*$DXC~;yoDE`51rk(R7d06C<efC@WK;GtloFY*tLS2@9}`x5n4Jm8#&{9))Lpk
zuFCZA$~@N^VntpqaBE2&@EsNudDs?jwW$^ff0vy$O%)}q!UX$qHM3l-drdPe=@nx;
z$LyPYmE=Ny+GS*5ly)wj0TYA@Yh<ho#9T)fB_24*=yOJ4*XP{^w0OT{y0&a@f{SWz
zpCfgqyC-j>m<A5Br_v*7mnu*mn3BQDc0+$-Y1mc|e`oyz+9qQ_)w)7!pu3rtjag<x
zNB2$YJAn2Vj*|@7HI_}K3KfkZG}O7#_FxZAC|CD1bPgc6Rh_7>Pz3c|@=C*vepI&U
zg~z%ubII@}4_61-@tIT%zfSQM5>b!U*GST^Vcvgt>7mhbA65>xyT;&2dR&%4O7SqZ
zK&LusVQtAJK}d#Ek~2<5+k5PGx9cjJBvVXh6sE)eX>F^Pqt!zXRhgL`;(BtYxGMhZ
z6H=~KR6NFw7-eV6hL`gz6WP}m<iDyF^Rz*ItP86_880%=Q;|*j=~P>O{{D99)nw8U
zS;aqTFZ?Sj3nTmMT#1t76feB-q*qW&7xcYv6OXCYr>L_n$L1s6(~z%SiNWjElp!^P
zg3#(fYs;ATYP*X^zj~&n7ly}zn-VKiNVAIW7x2o3=F%-CUVDK+!<&zSA@W{6pH!~I
zKCNdGc)zGE^mYNU3B4aLP-F05Pe;a@v&D+p`*iBWMk6?{yv$#0a@HIWKTe@C7wyiw
z2)CiAEE-STM?u?y<SH*s@&Bw5tk|$yt*95%_vP$W8|^KQ*0SEwLEYP0-swnF!kWIC
zDn<CaS?}9pf}2`3s{T456BW2$Ic6t;%DS^>Rb!TZ^Q=<_^lt`_L%9`njNq!v+%AnN
zFaCmo%VZs9R1I)zsy)oncj8D`H-XIyv*~xM81;Xq`=_5`yQ8wYCwB?!HNsx_-mzql
z$u9W}1FUE5l$g;+>=AwSB|<xX>WersE*mA*H1Pws|4TVVKLLe*oQn3tc4>HNV`iOH
zcdFGF#F651SyC}ZGm(bIxFN!=rm_&CepM?XjbI7ow`y(JGWQ@D--4rG9Z8(-+(e+3
zyeR9}Mu8rqIveEJrnodGC#9WUd?vP_l5nGep|XkA8KY9}S<u~EVbKf|n7*C8I}S}1
zpFwXf)hey(T3+3n+Yv#XdgwMVnVNV~`Xu!^ZJ@;{tql=4_BAx640YL~wxsP?$b?w@
zjVS$wniJ90iIEm-l1-lsz#&lsx2Tmy%39{bI!}X>(XfQ{0~<A|jxEXYuPPZYz~$6e
z?3n#)$2D;ZlWg~voM*IxV5DSQ8j{1sNa7f^2~!echP3YcVC*PP87tt++YuQum<f^m
zwotV_8M1$IH{?k1%{tnAp&*+?FI#$}l3cCWQ*vN+i&!?WHJ*&>`z!>quIA(Q>OhR;
zAk^Jg0t!;2uEy!NbuVh5WN_j^<Clw_0M91631%?JXq=u^+N@~0wxgjL0|Sf@^lHJM
zc$h#5lj9h_=nZ>h@PX1ny>DNI>{JhyNI8^E!}>!3!Fs*79XlTd!po~D_M<@HdmQFU
z1}Oy)ZSuLj+;u#fBoj=u-C{tG$~69!@7+9)<;8%5f5PQ{y;8RH^yK+Dw0m78N;s>}
z*tMI*>~hom7Pt>$+85+5n7CZA>v$WCc;mOl5|qMrosMAoDc7scnG8-k=5MD@Cn;mq
z3aXMu7!J!fofRc_jX}v?fiP9evI6A!=`(5agvzRE+I_-+PIIcdA0{lVnUcsX#5=W{
zblcz#`r5GU9_n&cJrG#^=(f&_q>NPRskk(8i!Rg%lA>SK4@q3e*jZY9qtBR;V4TaW
z6;bMpC{I{mb#e%DKXth6wO<W{`4Wr7;Uj9Ofv?#N@Q&6A8Fh8N<;4bzN0&~hLT2SL
zrj0Etb%9$BM;7==i|lw(gX{Cv!)c&oh}|y4Yi8j`3+SxPNRuf|7?4f{<mHlCYoF;v
z3S4cHj)xd=JA^Ya1LrBMzV<++;Tx`hG7FB1vhjgwgxj0zhPjT^S^Itc<N1J{Cp`Fm
z^gxy{JimP-qL{Y<5o1QIacFU!6LJT?C>k+hK^xjw?87N{?eu)k^V^EojYggtvnuhZ
zXMskzQKN)JSE#{xIbll*+o1Uc;lp5I+EphjBB;@l9||~RuaOgG3+Jd-e6xIfzao3J
zR^aq3u1n_NNieQaN-fzoaVbr;;+iH7TRIn5EoP8vSV;YY{w#s4{<3Fr7i#Vs-gzQV
zyM2mcw-yuV5FsP@pk#*no-V9gQ&X7Mh<pn=)Xh!VL1*5!H55IBnptxYcol7-_ufG^
zflt-$%sYih9IR!s0Ke+5+sQe28x!UQOj9qdFhlRaL}I^e8)@?=bxzYq4I-077t(ZW
zN8CM<?&T`Jh8<XgV!LgV#%FJf5rgv#$qjfKc`?qA4LD^a0jN_}uau+6!-8#wyIFsx
z^H_1&GO<q&Rr#Z|T-v~yJj9RV^&P0Wz!9#PkK~KMgU=I*TH1oQVk_wJb+wjJqnGPJ
z0mlP!58`TlL6H=kpP%N0SPreaeVOqr`AxV(H72WmC8MdkV`U%jnD)`VRm-hQ2{P^$
zJPAAC;DCle!nnFAKT^r<_J{0md_)HIR=wdeaVP8LJ#v~bc<>W?@$UB>!dkgn!#^jA
zE<L`jmEXp;acK-BO{m5cqhSM};1H~(-Gepsv2M034t?A(dnQ>5?f0#F>P%)X{iZ@y
z6@0%i7ROeLZP5GOl=n6@!!t;3hWn2M`20BW@PLKG4g^)s0<yXth%Xr<^bnsssK`lO
zY5HKe+(NFXS+f$&X!;i3cBhPCEvZClGlL3dvn((fmlw#jRwXlv*`>j)Q#K9KJu4jz
z+4Q-u<<?4!Rizi1#QVTVV|WzGVrh^`<bc4G#8Ih?n6P8#e|9lYV9j&ob0u3vG`GF$
zFUMt>z%a$Mutg4c(I3kr(!Jj4M(sCq$&=oGh^kvB1`Ul#8d6Wr26A?7qBRN^%329a
z<A`(_3T5l;;MCPW^*gM4I-S&UJOOK3I<%bY*_VETTA|#vK!&Bx<b%z*sKqHc%f*42
zNQ`^4ZnOC^A);rV(sS)Y$1C~GY`YWU_AjAkCJ@*#q~q*~vYU=6zz;0~xnI2Y@`D*&
zYxKUId!AE(I+q1&8nyc7YtwjF{!-?;_e2U!n+B>~_by8eRx3{8kOff^U?Q0T#gzIj
z@*jwBe!Ic>o&wSOfn%;daLf+6W3(fkrq98hIgo%I035XGIX{pTx7#p)h$#F!e^GUQ
zJGlsh9%6!x<0Js9Gcx}7pXx1Im{BIiL=E8Iq5*i3<@RJ&{_(%9m&yMDF95LP_iwP{
z3;N%K9Wp;IyhRf_6u+x~|MX~|=h_w;hb+8?`FOH%RaR41+n%Ral$4x{+FD_WBwA!n
z6L4#=n?x)Aw_}X*j-nXGN`-AN?m?-H1OFQ?Vn+U!gTKpf&t|R{Pqc4;?<Ur-!%oVQ
zCwz9`lt7CYlw~gPOObTS=cAKv#OJ<ipi&Gv8lEY*PD99K=ZK~nYl81reroY3oihJ^
ziYI6-MG(rSq)@186?o}-H-&w$p;rrs`J%S%bv@CTC%n(|CIl2dNVDQN)se3+2y=Ao
z83(e!PHe-xavgQ~x_u#>Sg-#-*n7*My4J005O)Y3EVw4f#@*dDxI4imxNY3s-6goY
z1$Phb4#6#WZ_YjU-cR1{eygjix_{hXSy`-FRqNT0j5)^`b3SimA(b3)zdgn4(R&>r
zZahbvbn&{ajQ+kd`{2E`)Ry!(>k>9>Tr<sJ{6b@;7U;`dJzFa(=Tv&mkr-*TSO0Ot
z8WZE_szmH05SgOdXp-60%kXqs_|M3<k`O$+ey7$|oN}pw3`~edpqo;^oO)DJq4>CP
z-e+n{vSVf=uj#aoayhnot94zuGSZLI3#Bj_PP6!{TUX_jo?+bNLBpO;mggf&9X5Rs
zHliBz2u`<oV4p5v!UIZlqf$Qjz0rRhy8#88UX77LAC4t**(u2<;<tE+Ct=rw3W`k-
z1`>FcnilP{xPjo8t>>LjR!}gEAx+>{V|we)kCTK}oj3mMQXe{8kEBBzd@dh-9@upF
z-V`2cw7lJ)i0+He1;}h~g1p|w4b=K`*j*EDI+$+!7M5nmI{xHme;*M%Bv-y)ygupA
z;g)dPj<It%<vetL_$_?8OiiFv)y@kI`e;s3N%6_$A;aYri85H&wQo#0)SXOq&6vU|
zT<jqehoV(^&G}y~r*-In+LGIJT%!r~=(a;YYBPR2hspJ82v}&Mht6Vi@9{iYo(^d6
z*<yv1H3K`;P|-W!`msycG?6{OH>onyngS+j!7wx#gJi(Re<$}XiENX5-$De55KBVl
z;uIbzu?B)r1xF{@-qP@#L^$gA!5q4QLu~vBM=HSK?ZiY>WH+%XYGfDk^W~S8t{+%r
z%M&jQ&%q7BYOf!6u2O9iI`4~Hx`{Mu4;hKHUJZ`WX@q;i3Jr->chMK7YsJtHn1s)B
za5V1%g?v#BI8&e_KC$lKRa##-O*9B0+hgKu?gw)F7hEfPMt7Gi#c0?om<$`JEcs3;
z=i=x3GAPYyDF~jy9hkW@=DCt()HwaP5y#iiN2Kq-`&|XsI@*Daa0Q*>kw5lJx5mV!
zU<~0<#S7$9s~4BYE1k|~sS3nf74l<E^fec4pV&l6RsDA4>p|u*Ra)870R-zo{oFW$
zM)X=WAQRM1AWHIy)w&#f4cv6+nEY3JXE$DLvq7arqQ7nwko%iPu0jV>gjhElK%9!_
zfm?*ly}qTUXW>={OP*Krl;AK0>w5=~Uw1m5m?dw8y4WS<xmO?=`V?Nn_9QT8TlSC+
zhpOXiM-bCOoS{-7{a8&GRrIEn)ZFNFgThvh*4<~DFF^apxJ(;Z%6o%(whP*YnHeSk
zQhMnQOD(Awcg%~X@cCg{|B=ARb?zZb{DF-_YE^_&kh$<zi&$nc&@|=)<>Shp#R=U+
z>~J#DPhR;Xm|pomzjVLp?dZ|J1T(zcq`y6a)VkT&OMBNfp#OGGnsnVTJSn-bAngih
zo;tN@qNlkE&$nfYfnzv^6nP-eRxoG^Xp{IgBg<@=aKR_wyGzR&K}3~)vPprKK61jV
zFNgmLHC_1AvnFl56f4vgfNYBjGl6f^uUV`toddxzWK0#Lv_Rd_DBLK10rZzci=Z4<
z%|BwbORY6;NeV35P*{5Xk%r_72_J)*84}qRk{W;;Cam#w!4iH9hb6%YmC{Dcw4X`T
z4E;w`+J!sr<n*XH>j_8IkDygW89q8qci{~ZY`@)J%-)4%d`aYW)HO);LN<iCfZstF
z=C#fi0j792!GZ@+PcvkP(H{9F1_~~t=2H$3s}+qH4o`-{iRFh?JZNx>FhwE!f$?&z
z2nMX>(Zo$Gb`t0pD#>0Mp0n3`0qtG9YlcjC@PcV6`da7TSthO_LxtE5RXoX!egOtw
zHPh`;CM0!k;E=HKSWF`~zuY_#F;e0lPJfidl)nN0SkwKT!N~WbJ0eL8S}BW4v{gRK
z;>_+T0-CWNiJh`KFX#lc(9A%^8XA85K!EVS7NoYhUcWilURb;Ld7d3q<G<a!I`?^*
zecP3r<nMjEceVAraAfDb^YQt1x<hp4!yp+wH5T<yC%kIpMkWPhTgk{Jon7RsA>OSF
zTFlmvyJ$waGTi<(T94c>OHq-D%zmf9rH)JkKVFURH}(hpM|HP~0fd$uUSw5IcW05a
zIc_=&rqsvxy8pD7Nyi{tdto76CB>&7isi;_nvD3u`NASW)lg(7HQe9kbo^!4)lQ?x
z0Opd?UnomMh(D8_83+9g!pOAlK1N^kWfeQ|o#w1FhnGxt94z=m3FM>>UX^R~=+9AR
zBSjh~=7Kd9Rbb8%E-VvSOAr90(WL=W6Gt`}LBGg;N&<6pVO?+$ZF*~JIYq<>7yHa+
z9-u~`z6I=NVV#aL4~<giEV6)x)k{(n&`)g{csvob(AFM{s%znRYO9Ah`6!zGlYeT4
zBpW<GtH31X`$5z%6L7qN4r2Q=1IAlitzE8JJWyBnhy!dx8v88FH9j}faJ>T<;d-qI
z!yjj|KEmI_kq?-K^ru|T#<>sMMh)D`?jC)ff4)8HWw-AXj&&sN4lo;REbw{lAo91q
z^xyC@yxxlOJ@*fGT?CKowOjPWO#T+p*S~Xw$y>6*15Z~LZRnSwu=MM`(B6d<{sjZ&
zkA(`f$8(K)gNH+^D@za9^>u|~la=|a=6|9onQXj=bf6R?ygd6p8=Oorp5X9aCUITf
z#iK@l65jCP){Q8}krjG5sA#AcRM3cCrL&VEk0)ZO7MtofQx81jNqd<5P^+ZhVyY1S
zc^RX*Q?=Yh4RL%f0Bi>?|G5XgBXn$>-&MF!MP+^|E%_Efrp{)?3RW7Dm?vSCSQu!H
zFMBArG_$(md#RtmSGwyrvM#@Wyu0|un7&qegzW#|QZ_}2W<^q?&@UBA8`c5Vgjiu9
zb_gwzw%O4kLS87PR3^GMBGwpjxyAa)Vt-{r7jg1c<1OZQy}l(o-uN$WtHoNlNH}EN
z_zJ;oD^a5nN33vz;+6n%uTk2Ia)r?Ag2lUG=2M002A;h$L(KxoQ~d~=nk`RfIHY#x
zu7`13l*cm!b?+Nn{)flOlm(lk+^Zd*%Uk&k>I_%uY5u3_t{36hxXgM$T|5PWDM~rv
z8cCy(a(Ly#Aw@WSDqk~0(uf$Z75UHQDKfw=!-Bj%3YS8^deTq3vN8){-%vmdp2078
z7ftIeaASY%EypK$5$pO93tCa=aP#+C|2@z07iWs(f)ku$_`q4kZ(R(M1Jrck5jHsS
zi`a3@g0_$~S4%duC86BS{-ID>AZP^;5<R7fJIcZ~xBCMsBLuV{7e>3fIh(o(C}afl
z`vhaA+ZjJkrNb*zQUazGF&ov6zD$y@l#hA~jc%@Hi+{42gQ|hpH_|++d9rtw)0|+y
z^9~>QF5x%k5m5*9fkk{)+CtcWl*tCM^&;-5xjtv{9}o(u;^&-?IHXz|0MK->Q6f#R
zSw4eNjzIFlJ!N?-P^4M8=1$ginLbSnR(VMnR>P#SSprctX#vK+_a6I}8A9u@A}uCU
z+dLvVqD$j6&;H6~TRrWiTDw;=vXWBD{+WxM1L4L=6rkWeKJv<O?uWQPT@S)reOk}!
z*#-v^9G9<aF0bU5wl>Go$k|Ca0{Yl-{$f^<ZHYe%&<u=-DvKD&5E9ZJ(lqG+>NbW|
z#gN$;;m|N=#44g?=GaB$qN!{!K*seCr`Q^WC2IDSsSNfDd1F++K81)a1jHWrKKIBx
zFy!;;#_E~|#tZwo>P;TOJmuiHKDQ=A{^WHFwyeopLR)pHTc8@hbHaz7>%rR*GZUuv
z3kc2xm=PYpI40Sg5~K6+&v7r4ome*`$~d7Ur$0yH_m}w63(1JVmNGxvg*2s{0=Z;W
zN@Z{<1we;C)sTIh<PS-l6IZ)|6c>&!9b)Gsm(>JY__@3qyyg^#$a;hscH_sk3du4d
z`!KLX5jatxQhyJ3O<kpCPhkV)N4Wt>&a6AKkYML1b~|74B(sq`J}PZ{*2*VWU?Arv
zS1A&~YNhiKIk~t)oUSn5rHCJ6r}JdfKrj<V4)VERWVnuoR`C$E-KKUuuI`j&V<)#%
zdEN29e!2hidkw{Ji{G#)U~84oWSwibDSX>1FqFV)lBI&kcLs_K<RF1`$YiB@L`mi4
z@Il25&OoX%C2q_=DbjGui2?RO(nMh}5^}9J_#_^3B+@Dou5@PzFC6tJ0iz{9IUSui
zx5k)xw267XL{Xd&5wnG+`uLpcaLO-yy4$Lf)TFh~f+{2{+#*u1JMsy=js?_Hm}d9Z
z%j5pFlRAp%dtapb+#SyFe-yun<|CP~zgj$aZ9$G_c32|SW56*^nKtC?BhX4ch}*8?
zn9qtG7%?3~25mhVTHJDF+o0ggV(VL#__md}G1~(A!P4e8hWViPpy^HT>GWm5a=Ur_
z8s0uCzU;j5REL*)LB~_d|5r_(XkATM$oAgwgD~i~o797iT6}*M+7@TcF8Tq6zk`(^
z`a#V_#-c3#!~v*mEAgSv!H~1Et`yV+?t4%&q3Lt852C}Oqo#&;V>q&rqJk4i?fH;$
z<6CV13hm;7!bzlP9Qf~N){^-gl2#3fr6Nf%3QyvQ4m{|yk;;%q8mWO^0=1(v)q@H3
z1q}n7zWzkj73W+#=t;=Fa;blja3D_a+4zJVHoBPbPi9jkj}Mo^U)&zq-`rjcd4?6}
z>EUh8A1tBQ)W&jb>p|DhlmH*cb6cH`yR1{!t(ozor_6>fpM7J+#6n4^A`#G67t@~p
zHq!&~eJ7z38S=0o(ofrtFB)oprcm0p{c<4J&U)h-I5B^373|D;A+)_u<g?SdAa0k!
z_44)6y{+rUxua<Q+xY8HY2|U^>8bXMtEf!;y({a8cHLhD($!Njf7GmQoP)K(h~(V~
znMv1LL9PKlgX!t%<6%Tzm#N_cH!H+AS83^MFo}H@o~j49C)Z&xh#9g9wm7ydieX7V
z2JP&G|E#pXH=4ZRc96+Ptn>H?yK&l16_wt3)jJ6lU&ZUOP}U+qV}BiguWL4`#bE6o
zAy4}`j7oRwIS*U!V@;HV+{#9kH7BMI43*eoc-801A<M$*yg&D@+H^ZVH)3fn(T~xR
zYg;SQhL4)EHdHXh2`7sxYzCFmtO4rrC>i%xD64U32Oq&10f`6vtS|N|1b0eWLN`W1
zt9eLtwT5C<B9G)LpUn?Q%l1zTBbFKZ#^W{w*?H4(z4Otv6t%Tj>r6o38}OV72VARG
z5J&QmPZ9pHm*W$GI&qto*ylzH;-u$ftm#q#4A%ILP$o$n@(2b#t!P)PGS&zgYSP%~
zM!gRi|FE8T|JnMe=UGD(y*|I=;#2Z+Qpv&h2NW`(CO5B0OPMtQID#$f0<dJ1SJwOb
zXKWn1k|1X<jPC?Q(;lenTM%OlL&PsdWED;ff@{$?R&39O>iSag7L-m<9pqh;5p3?Z
zk7kgpJC(j2#4?#BnXL2dE)01{e0F={At8p@r_yUNdfYMRT~I>(d3%b$AxU$lmVgDv
zDddfqub+7+!~0>$Syala{};8I)5mKwx<&;1k7RyIXydwJP3dmI+r*da;bfPMfx98E
zcZoC%D8e~93o6+4X?THAdTW&4>XTcF4?8!$S5tCf#l|y|q1Of>gj?Po3^0tQmMdKN
z)b<#rlKN3#`K(6@Zl)L|;g`Ld1c<qX)J@RD`LbD)tnUK6xu}^BXOE{Y>!)G<7&!K!
zZK^ow6rKzVv1li~Ue=ZtG@3s!)D-(_YqF&GhBSo`HVl4)m98k9y8Udzy#-L#b#;w@
z%(m)SGETxR5BXg4bs;R<ywIp@eXNQ$@MK)4rW^TuhKJ;^gFj82cU)?2PgA3ir*b_A
zV=^4UfJxI~lTd24U<sCBtS0fmE5|WGgP}i?Tx!F;XW7Ng8ygiB^7@RODD#y=DLO^g
zc2)%qZ|I(~phO2~CszHZ)X1n*cj4|%g&F=!M@#ZDQgJhc?b%P?x+Q#GmVBGfS?V20
z_WDc}Wz>#X<QwQBK6Lh1H`H*bjhg`pCeh_uvHRXy$_?&yooY)MZJX!^`TFh>%Z-g~
znZTmLoI-)yroNaM4oCH<w=U7F>vR+oUNcNlL<+~oj*#~X^*~rc*O%J`>nX4Ei4R>b
zWtRUS7b{u4ct0So#*5h_a`Qxxy8h~&)|SLEO<%+!EgR*l8z{%&$(S1&xqIzw&EwcE
zTt(ONP!#|^;}#e<GO1a)M7LWUb4L4PdV4VhQXD%M{<1NO4Z}6+Pzr{o7O#iDF-ji$
zd2-2PiYj<3x-PYPemPhYqm&?_g7J0A6pK~2-*2IA#j2Lv818eA=Pq3MmY9VxhcrmG
z_~*1KD+M%+lQ<st0CW^=nc9Pmb${eQP#*M8H1vYINkOLFhi53KuBw^+b?p3!S9N;m
z?;<;S44|pkKN22_mh&*1y*+%bMcCgE06PfDT!afPnL#Dy^fTbp6GT=)JchMs7DS*Q
zz;EFvj(wgqX1Bxj$ZsGxwHdsRfS&?wu+{G*)t@z#pI83{No6@M1O*d>W|_cIRhH`7
zH_6&UHRh!k;>}HZ`qEmXZ4$cj87bl<5#jYdUy$*Gx-ms#z+0(X8(;`gRT3%)*EubP
zviW<VB+ORfEnFa=1Sx{%78po3Pj+?IbbnP!tz=u_R~Zv3=Fd6gA6fuK*_)`<mL%V=
zxSd3Fi$mIj_vMXS3oZocruTAr6is$lA?G0w!{>-XZVA7_=1^|SyqqVP&%t)x8&(mk
z9MnHxDc#FvpypUO);d^MPl$1*o7dHNbLBt^WgeJUAS2Gx$l+jhK3z9+rG5)CDWD&O
zUhoLzIrCw|2M_DbG!TAN4(fY=Lq(xHO+I)r4W%KEap?4Q=u5RC%SQeeBh?Q$L>9W*
zJY9I(PS)|}xu4M@2C%Qa3ZwbA{i5|m8)<sg@NA14?V*Plb(^%4yAcSz3Z!;xY&N8^
z;;GQ2-TASxrLJM$%r^X7__JjJa=o_%`kMMs7ThmD9S-R?JBkl^;<DI~G1G%oBw7l%
zrpdl+MXzfedZ=~r_GSqTqMwC1a~&eP5!35={Ly+%t)%2n030%=NuWU1Bo=6Ae<ziW
zqVt^#BfWx^_!37-z9aMLqyq-)rHSVZW__Zl?Yoi@%kt#PS8m8YDbe6FUGicXwqz{_
z26)Jb<4tdnv>4Bkz}2VLB>isXQMte|=j|8r_$ZZ)?9-aS;iw|F`{t~(hEdf&=crJL
z8{Z?5Q7o`XKS_;XJC}Hss$$xt>hH54A>=IwkF+l2{&-Y8*cFJW`?kiexuDcm<we)|
zbh$zZ32fP^IY0%mAE&U|{!NvBYINpkv&NMX_1(ijaO(8MUxMXQ-mkp;sYrhy6Yf<v
zY7@kng0a<im}x}=Mme-epWu<MaZ3(jf*3MW)~v!GIDf>>W3?k0t}Xh}P_$#^x4{5Q
zfeqz-p<O+=z{VJLR?Q&Ih<PTu3H7b9KQP5M$*V#T<YsJe&?V2$*Rw?8CzSE=vhKY$
zL{D+3-zIj4OWM#2T?*2%enZ%w<?b16;c%J@ws%hnZn{{GQ+DzJb|a5?KNG{CRoH%x
zQt|4l-$NA^xVbl%O)TBAkgY7>6%~mAu>U@!_wXw~PAb4SrzIDa7TivDUNVDB`IX3#
z4L0U~H8$2rzaO`}8ia0->qz~%?kMtFLSO6@cPXd+ZIq~Gru{B{8%rTMdJV5_uZ^3b
zqa_;0d$W@6#oPMh3azPK0P|SwO!<v&I+;ttx|mNqkG#8wV>?UGvsB=b%l_9g+Ei(|
z6t}=TN_4|^CC%_k^zj~Vv^iA%!9pVnq{^9q4-pn@2CsmKLXdA0_j0?SH_$nq59t)W
zF?+Ebh~3~=k1N`<*Ta7VY2>qScA$wQ15&hsfY5T4QpTlj944$sO~}Wb84n2_+Q1fA
zoCgiY)Lj(Ked}F}&NCj{blQL-k42k=W)u;H_7L(%kGUdxPj}5qu9V0HgupZsHE_aR
z%Q;nJxtn(E6It}A3YE!MhP{Vojt_|kt$QaFWv+z+P$0w_+a1yw!QXP<h_7p@{ptJW
z+0^gf!p;!}S~f;N$?QK&=AnB7NOCK(0rsq=H&KnQJCMVJ6h$zNm%nZeEKH}+G<IV_
zCzZ0>u@~q^{;@0(VLOBD-D}?^o5$bR$|Q*VA{4CixvT^vVo`{ZVM2p=hO|_TiIv^v
zL30+D?BlC8ecR6Od!R;@OTgaf2@pG8Aa!=@?1tJu)8c>p_VO;Wqk_1MpfK#@3gaK>
z1UL>XQ>HT`L;OR|Haj%H;zltso5Sv=8+yH~E*n4d7o2r@v?cJ7fy^KKg2tio&X*V?
z^7|M5MfAY^e?#>APpY;q_cHhYhroRN%iG?61DFp}W%seWeh9RD%KG3`*=fdIKMMSa
z&i?iXf1!gHH~8qdLab~ax1>D3$w}wj3D!pDWA0f2Vw!h5Q_-+TJDy1;hRD0J>*^`m
zOJ*Sp#aM?3)dCOPzb3CJYTdjZhUs!e2MH~9%9-@hGCVmso*1lS4$t*-K{*~W{x<r7
z<OPprngNIv=fewnDUGIk7np8N%J0a-^MGvLYE`<Y!MW$hGYkBGYz}zsS8o!DyeU&W
zPnX(s$DyS{)3e*}TRZ2r^OT*wtb_WRs5<modaumj(y>I4f1=xVOuLk#F1!5W&{x(h
zY?=qzL7<d@_977Np4d<yTZAgI#8_#-_4WBvp@8h1G?hEtUQif^CFbl=Ep<7=bV#`F
zIvTw3O{&;GglnIkQmTX3#27bKF>O`s_M+0TYYAyml$I1ps(EO|5&UUIWnssGn=2MK
z8|NyJRtc{D+|NO27Y4rdW0YZkDTIWeS_4DmyLAEj=f?h{rn{Q+LWblM7(clTY8Bsg
z0jS+TW98v@UBJ8Dh36{d#}7zf9JJ_-m)yImw(V{r%x)5Tdly$RQoxy?_ta+rP7jwM
z!Wo)@9L7}>B}5SkOtT#I**2Yy3^)M`kr9>;31kHVNn|Fvv}iaK0r+2yFDOz`s;pzA
z^h|#r<{<pskzQGuI(4wt6Whawep<U+FkQba-Ce5-1&N)rJ@=xFh~k|p6btx4vJx&V
zm%bbfo$ttuB!+n393ZbcgxOmq;~o_%JaWn;C2SPzTvcV&q;oQ+P!^-I$cIrh;hS`k
zK93ID6d$T&KqC>*h4xt_n81KUv_h|P0lvBchW3<SOOmjUNZIK^@HBW>UD8A;1qqUk
z3gXmbIMO9Dy3cV^lR1b!Y|!jIXk*~W8Ht@zzid`+cpt1)a)A0%B{y>u*u{6FUMlqY
zDKZ#aRLm+~n$2Zsgcq#?k9Fk)f@7eA0&%oJ#m|JGiljAu4M8bO*HM(Bf7W+D6j>Y5
zYz%@}v)RD2Co+`X3t>>P`WnhmQ!Qg@TpktKpUACH0Ifz<vwsT>IM8<|aYX*W!!S`c
zOk6e8LZHG8OJ~l*U?qsT$T>0>zwd6%nS$LKMG^Zp4h!;VoO@qSg9eVJg8*3oA{9Jl
z7b92Lm|Gu#RkDa(6WTiXmcn`feS<ABxIM`sfIKCe$Z0g@wZvqv%Kyy+!`*VQ)V0hV
z`T9h2rds%lHm^$z{>qFLs&&|;KeE^{X916^kx3;{!T^m-x7<Zj<B*yfgAg=@wzxF%
z{*sm;32FVX*n5CL#hFU6^*YhA?RsfMPCH+F*lP0mE=!Qn9U=|VIIz>pLd>%M334Gr
z|DuAN-<m@~%FtBr8;dDy<5HkNj3?|AD2w3frywXE7wHd!U2l10Xq8%;_T!^SNnj?W
z6*&$5FzG!rHB1M-i0uunt0M6lDHT5Q68p^OMGUNo#zMe%>a)l^7_47fGk9)o^S&;e
ziee-ceYM+2iIJ%x?gEzITnbhdF?7#iD5giLdHQH2^2D!<>Ho&x9CwUvqZM)G6bk^F
zH0E_d&Ru61#5FuCN?p_M1xkS#>0g~@hm4o;?fJI@LSaZvf}*fBDG5JGVAiJS!bU`b
zVq%yFZg>c;fzA~w=kV1r%-*r~BHoIxV4uFmrRCy+SlMnajWqlB6^A7J_i&|9Ww}D2
zShH!{J^UB2n>!`YPzFNyz}=b(7x_;LkuSSnKXs{Bag9wO6s4lzEiqt1AGaR33gHK>
z1I@fe6UqivJJ0e5ky;uVCN)O0|4nd!ILG=h05-n+LNcKIOXg?XXLeG>00~s5UY*}l
z#yzf4sgW;X?Q2O%vI8*$-YBag@rCdR9@Zu|0qN12nz0n{ajB)$$LC)ZbTcSH>QRvP
z>v?f-7a3bCV<^v0MXUTvMmNA{r?$G(PRIr=0p*Yp_Zz6U&lo_^P^;$OY(*9mXmH@K
zT+pE;w!TatBeQMz+b|+f_9n;_OTlRLcl<UPLGX~Fg+>R3EWq!zEbjs^9^9ZtmD!Q&
z7D~Xz!vsj<e?);#x_#BNQuWr)0Fuz16*hrt7q`9ylft-&N^zl~kc;RKft9h>r>Q5f
z%}k*%HuN3_G)XM?!i~8kt5!vHS0iVNVSkxy0F&u}nJ+Db4ExA3G^&kQ@4J2TkfGc7
zWRxkckVj0CS6_)B59z{^DNAPT;*8L*s`kO4fg7NK<EC-isZX9c{_{&P2F@~rFP*8G
z|D>|j;3{qeWvzyTV+_=QXUg?67Q#ii+8H-!F2R=j4Gx9sPp?6>Pa9|&KpG4ZK!`Z3
z4v3LgLGu(hS=;9re%_nV_p;W9q$-`SrfZ0$`-iQ3qx0r!8x@L+(VYv%_V-LU7|d{=
zvr<EI{2EP@CiGeVpmZDuk>8=BO>`_M&86szX;GYb;3%bkfjz@K$;13gS8(xo-Z|Zx
zwCr_idASz7afbsp_9>b-_#HZep;6U`wrBV@{;ItgEll=DSZq}D`|JU%SM|-?%!;Io
zfo(pn{ZrX0j4!b2Ku--TMK<84@18|aA2Jh?%r|5`Fn6aa&1VU-A!K+8U$Dd!-j0}3
zwk!Ca!=IA)@>j<Hl@fvqu**|gZqR#_Q<f`V6fXmL0N3;B$|7fiscSnbsozf)9Y>$(
zo){#%xt=6?N@@S73gI|a;phFw(8RckG1jz_;gcP9-_PTj($h_rm_q9zF-9~=OcK2@
zk^DY$s@ghX?qd7_KFcb!&Eqfz@Y!s_zMxWX1!T@l!Cp)0o2F##ELmRxf6O_})OGEJ
zx_zz4v9UeVlYEpT!qK3dJ~s#jDp@A6ciV*DVz!Nx8z@m|I+vx$4}kr@(r6W(vq^|v
zqe@gm%ZVe0QadO!s`A3RH{3h3QUh^6IM~!eW3I~X==iROC7OSj-BqC?qZ?gq%Yh`q
z8O_3!fGZYu=M;<ZPxM_7!+Gj%VE(E5*zNwSx_gQV7b)P^aM5kifNpSJpACmXnr`O}
z`WGrTbM1UzM1+LCAvwBu18>kaRl?)(QWHI#E)Ny-TpE$1hT(Y*E=1Ca1g3aUB}6uZ
zKZ2e~Y4%;68hO?*u_I92uYlHUoEI^_&!7Im9`}6XQ-YCIIHc`J3Il2AYueG?c>tV~
zi%?EDPe{|kC22~CcAcgf#s3Zr+{gita7fY3{|4X!jr5(6{m-TzE*CwmK#tbYok7oy
zGPS<pjPKm4!D~HCZFsa|KN*Wwj&ROFZNXTKs3YCzeGZ~P2mFZgIcRZwWoZ5M$bnZ(
z)8QB7ZTQ0_UF>Hy1Fuq;_hqeQ^<h;Zts55&#P6px=Ue}Cm~D-le0nc^%D@}AqoCpT
zgaa}#j+mSORcVEi<LXUjPNirMJCwoD`yleS7eiNx#-8ufF2#gn&jSQT3ik_p6u%s-
zokqBbKKkD-5UN<9MnNpcB*c6V6UBso${6XuUl6@cKt72EEd}kJgUZ*OkgEy*wc$nr
zf{g!ood$Z!EKuhcDX5&x-y*C(#r$n;psc-tC7s4Q-{*Y5mH`c1N){v~MoS@rz)86-
z^F(1~0ExN47|TFx$lsbMP;#4p>2bVgrxe!vpyJD9Hp<+)NoDt+QZagXs`Pj6#5L+O
zC@4WljgM^FdRLiktUhU}Rdtwg>oz+%K6;y-o@aAvsF+xw18LAe$}t*g?x&@9LybG>
zznm+RWWW}uqZxeLc6(~=m3z+|$6MZ&Tpg75nC6GUjpno4VNRJg-Pv!q`?*+h89BO3
z>l5=-a_h-<Y3*Ln!{K%BKJ1ab`|F+hl?9t$--LHFBz-)Ljncl$mPIzNRYnuC<#mxs
zC$UF`fDz`X*6|~TUZW}U@NlN1f`q7$tl^k!?`sXl#~aT_YV&Gu^t}Cg0w;vt>&5@v
zc^zX=R_|fU%x`!htK(!|J13#}Vc4UpZhzdiWh`0?udA|x2R&i?gw&fN&Ofgx;Wc7t
zWj*{$*g>k0y5h43Ph*mxMl8A+^=*i>#+s_Ad&b;#df4_52HCg$oy&GMp%<;|l!K&p
z(}d>^R8Tgll;@4cJHxc;jtNzt?2i#e{;{daECIH(0lK$ViIs4ioBHr#U$e#)_hFJ5
zb1$>1;g>MWGE;1lM@zAxjbSwNgM4p&{B^9+9B2C4k?epxT9di;x;PGbloKeL^wJ6n
z;I*^pW*6wN2kTIjgxPDszDxmtUJ<`<NNC0JKf6OrCx3VSFKBxqEmuSN{!XO<(}g<9
zRkA-&)$(kCX{tvnmA3?vPTuDZ4liHh=djZ79BQAL>h|d!{Y4aWM{Z%rwd>C|74N!_
zwiT6YyASDFVYON3kr0+?iU+3aiuWeZEg}L)WAdF2u>5j0_;@1DftT2<u#`K7cRkLY
z(8XG)$A7s##w>nOHr!u)oM+?`m^iuo-fG(+E8{`4ZnMvr<FI+$cb#a>S)+-@v)_W9
zOEU-kttFBDL7y(L<dB};vgWIKb_oCnv4zXjnkgL`oc`K=o9>o_nw+J}O>NtX)P8Qm
z;A(ZOZBayfRs||8d|bcx{{(4U3K>37tZI+33B^W~arBu^>e4IcnNV6hjT5MS`dr`|
zjw8W*4CIJMHchYMSu(8CARR?g@uX-x*1U}0wzry3e@HB}^Xekh0WKF;i&z!YH-qxr
z#rD&*6|FqpU9j-(X(L17yM^Nvpq4`|I>2p&HUd*7F4%=1$=hP+Cc~}jIi16H1Ak|^
z_Xdwxt9ATh`kTRP#;IW?SqA)St>fa97L78oryJJ*R^c@Hu@T+kQoOv%lh&Z@c4iV-
zmXc0?jD|_Ru#?n{THjE7C~C=pn%d80Z;YZf+4ydjd!_WPgc|DQ{vYPE#%v%Z6j})e
z<u}W=6<lg91kEs~E_F{SxBY5@hc|;Oq`e(Q)i1JEzciW=zbu0`sP~#pAR|XNsNI!~
z|Cxu2_n%We9Sm5IO&{IG`sgSQ4W~!F+NL0pBIM59mD}t$Jjqx1eY$}TTz-wcFrN?D
zSBa-DUf%;tjBG;bc)mys-=#a}zG1y5xd|nB59|TRv#b8_>s^tsftl2_E(>37os~yP
zj<6$ozw?OnHxN=8#SlN5{v*kqQ*>NNtps$cfrmyGz%W;{Y+5pw970tI%TvseVam{f
z>g#^K(~`f~VOf!S;tuQW>O_e;RWB~Bww8#U4&#yy??5JA-O&B2y*ef#d2A4@e@iRv
zXd7N*=0lsj>{Oj=fZ6XO;`3y<*IxiP*96uqsZX1F*Nv5&w@<m*Ne;lalH0G(j28c?
zRUc?Zk5j5mGdY{PLN%$tXSH28{E;M%eL)eDLk|oBBYJSllOtrkSFfXT`s`|F?~xB~
z47tfu4`d|JPXdSVC%;{j@f`hd8&z#=bz=!wZ0$yJI0-Xio*cC(t1hWh`}}7k`d1&%
zh<hcv*3Y-OMxEa*6$cS`p#c{yzNKC^-92M9^@O>oMJ-T-9AgnlHPcbL>vy_*Sfa-j
zU#GB0b(Y!Wa$2O+@t%}b)c%>`4l2Arjfj95&VC>RRb=tH9el74v!3~h%8$D3YGsMl
zsKtNiSO;O)PHy#CmK$gx)X0m*sOTU`NNUKMVwf<mO;dMvNn0@(P#kf1PUCz{`gOke
zVmxZzJhL9N;TS2j4t_%NrSZB(f}?#{Eg9ll=(W?IyJ1I1TaWK1@gBiR+bNr>!;${b
zphR0*H_y$KaAKIj6u!v$e~GkV>lWc;+A2>=g@i1c%xOl-$et?rqgbht&M9l3{+ZJb
zEh+I`tJ~h5^J{rU_|Z!XfB_neQmah&AuMi17bva3rOHt1l`i2K)&BxHB^HDJ;gpCf
zWOUKgSKS+<A2A;AtX<(&Wut-Lr?S#P26gV``U2XqANs%CU+&Cl4wQc>E6R7nXv^wr
zeR^=DXoW(t!ph~7>(m2>to@UaW=*A3(RZ&Bk$gKxAD|7Y)1=2-`pk<C;f0XBSH6SR
zb3Y+QN--hs_uX?Fl*OJM^O|u-dHhNXpqSXn<^FBc#nVgml{ry1{n<cl%k#gP!u|wd
z0diA(!p82eL8b=}$~9Dz(3r$&q&+LOWVSS342sVkNQDI4u=*ff+@4YaJmXtouC_Lc
zc&V3@3{m1Y`C>tJoeYs>P&hsL5sMNoR3o&Bks*X})wcVJs-I-FB+BvV{9*Dz4IXN<
z9H&-+JmZ+Ul(AY8!ddsYVdw}74-W?q_TM6n2Cyk~4IL_DGw^M6IJ81Z8%s^?j^)t?
zr>|=4B0TF|>GwI7$EHSn)(QmjwmdeUzc5Nzcq!W#96uG(1>->Hb&)pka3VmwAQ15t
zs>{-pwKbSxcta*NEr7;L@HVDi6M>rHv{tPob^EkqoW!0Fs!iDDe%R6LV|*G}zTcNd
zizUYzT0s6?gcaP{+g`M`h3=E&B|^#QpiSi3)mmoq`l>j{TC$LoMNgLjTx;lLDR%v}
z(=jjWn5=(#FKztm3N-oRfK(N=#><OakYp<Cv8dNxGi%gGpYBE)v30(qzI4ZH!DFc9
zvZo+HC~p+H2ruf!Z}I0(uaMF*c0_G%L78^x2$d}+0QZ~zPF{C)?lGTaKA$6zyoVdV
zZ=X5F2li4494xjvzp8kwxnkj6W>sM7xy6+wT8w|`AHwi`w<@$Su`aJslI1?6!6Z9M
z<hr6s-rTdaxdD&!c)16dOXX$wQ=%cd22fbn;y5r6sIb2=S`Fg&)Fd7+y@8Uw2CGz)
zDbGsj>dcp$VKog{3>!h$ZuQ+VaC84QW>e9cW%JFO+~#MpY%tC=q{G30<E7~oy43f7
zfsx>&XH1+L&{_yC#MO+C;CbIbRkGZP_~n|sLlBbA)Z14I0{fTA=w$PuyIy3$cbt7B
zPeIM6D?kRd+TEjJGGco^dl^P@bD={9we8jDL3nLJBcx-H2=m=h?R6rqSE2WwNQW2j
zY!$6uXvOl0@G{tUDobh@$9or}eE;sq-~)0!Gjvn@kDi0#w}H#SBQSc)SU8z~8V|^s
z0O2g?2O2qC>P3BSsPP(oi*}&oxGDDGFcSp?vk*v{VWu*=MC1JaIuH#1+rl6XaxhfC
z>pphS)LEdL&0jvf-I%$kZS!zjRZvK0RG5#Qtp?Q*17MjXpvWPvg~1>ly%Q&M_d&82
z0%FszAi>E$Bpyjn`%e1FAoKOWKlLN8N0VojeQwT+n$k%eTGJ_OEyxFTV)}#~*Q0eO
zZL}JscBb#>n0aL){@Y^S?R|kA_cu-uyG-ib4wBLDY&p+qvt@v)q-J?uNqUmGc=mGH
zcHM2iT?dZ%XZI_<^kl=dXRAN;iQ7FtoX@^-uqD4XT~dr~RaO?wLVKZLjecg}gD}*8
zw^F~@6STMf<y5fJKwJ5Cbf>PBhnB44<s>$}f#$}b?*uD>vgt83jURG4@uLed<hmy3
zccUii>kfYqbl(HiUMd#r^xU^zH&DrPA40tBM;}nj$SU0qE~%tf`aiH;kHOh5t*@j}
zF1pW?dJl7vRj)VrRcEUoKvVP@IWjY1gxk%Nwe>d&)&~@>e&gE36m5>vBR5WW#uDm@
z?MtVJ-N+=GkLdrFfxtCb4LzR~#+Bfu6)2BBj;Xs4PaiX=Fo=((KfAO<ue$sIr|S3c
z=l0wzh0oqb2^9jJ$kH7-YHONKkv-rdNo1_bSgZ)VNMwP_)f4Q7;OtkJfzAuzqXf2h
zKGoEyyyloj2`oyDNp<QRS{{6tZsMZ|5*<DDz#H=nMLQA^PEwOg6%=g51Eb+O-QSXJ
zdCjulbBo#AgG7wXapWtoSa<A3KlPE@fEXcW(tl^FO~*SnCbWF?R-Xm(FDPF6tDL>P
zpS+J6Z{>Y{Cw9GjVfA2u8yod$yS<v#;y5zl*w>&sRuv*Q`ec3(nT5bn&!Oe6I3ehQ
z5aw-O!PG-a_HSK?1Y7MCI=%(cybUX^0;XPS%}pk9@iy7|j5TJCT)87f;>P^ZXh#Fy
z7+XKijhjH-oRpOh=h7)=W>}r?Og;GziSX1X{TfVf%ivsuuLa2q-He7`{iGOtZK2|v
zbjiI=E7JM~z-qtdSj@;a$yod3e9Rq#m=`PS>HdhFX_zqMzD69%YaQ(npp9!XLc|TR
z1{I?vJ=3cwDHV^$8>GmwqpB83f-5xilkg+L!OpNF<1WlZ(Jos`6wt7nbhu6Vgy8V&
zA--9)z+^FqrI;{o7${u*_OWq`NBO-2<YttT#Ys@p$cN)9zSlEL{=Uokx9fXBHJE7F
z*Hv*ZMxie)f@GKmbeg^arJ<}%3<8Q1G2T<dK@t7iwK-F3wQ85x-0ov$<z9c5MP!8`
z73`||@yaj0p%-Cc?}Yzqy}N-G;|%y=%PEwhRRxpmmO4RP`l8x*$`Y75(KB}YZAK!G
zw)pD^xxa`$5@@xozwGDF5*dBQYwwo{7gQF*$A?in(&z2U*enlFd=#>++0c`K+%coG
zrq5dB?Lbv&hwo_E>1!`vP}tX;k+Q?KG@P%UmiTq(&AF?>CLwKU92e#+@WB$fBj55z
z(LDxE2Z0VER>~{d=+`v$%ueHC#Qe60J~%tx*2c!!W7S+Q+R?A8s1Bl~#yEZgO&PN3
zVuLUtrZIHi#Wy3KWtQWi7397Y>QQGzQ%&y0EF>$meOjxfs1VN>(M+1`Rp;vwsgo%y
zmYXgsFa5OKwa+8Y!;U{u{8tgE+X~x`m%EibWd4p9A|0=j!CyNJZ-I#1;#InxA6SCq
zU>aj?nAC%-!lrdc>Dv~j1|6UfF<kP>bHgM09}rkOlvf0Q51@e0faA#xuyf&IS`j1j
zwCd1-55%i#!Diwi*aeM5{H9^V;+PlGwZ+87mwxPY0NHbJ1JKpt!5QjGPQEJGv$G|R
zpxKSGe6NN<Ij3{sqLsu&n@^cEhgnM!Bn1$>s|8+uVayWsp5UOZl!}qm2L;xO4kQVr
znXaH{Sv*4ETdGrW_<KS1E2)qnRuENhoSKsiY`*&g;G|LTKP72{4xMIbj*7w>rLfwE
zTAZuTXC^u0kafPu!oI5cyb#LLkk)9PfvQADJ)~;rDF(!Z*bCHRWU*kfG-z_O;#=iE
z7Y~uXqj06TeN5`Und0%|ahdg0PDQL@7*P+0@i(@mn!voZp|h}QRysDH*5@c$C}Nib
zcJo~JVO;2(e1F&^zTbPhTxK9V5I-Oyd<iao<#}qr5C8B29#wqy+L0~#3MOuPeXr|!
z6Fsu=W|UP^=I2ViE&zz7yCTsF;tiuS&M_AZ@)}S=Q{&n=C>86lxxhdWx#p;<jH~eA
zL@z`Q7>7YBE`t!p{3L74DvW<KL*`gTKnn20=qkgit1)Lm7g9A{vld`*E0aK?#28Y_
zTvKIC7oj7uGD!FL+ct@TLlOqX+)u~R@;*pq1~M60IgB~9>9aI-Nlu7pNZ7XIu@SKu
zZAN>YidNX-pQ-gLbH|3(Z4rxbOez%CmM+|r+0lPu$bzz(H$Sr*sw-8J^0jF$DN>j#
z4341gvC4TpXbV5UE0<kM(0#hX1sqEXoJ(usMvw!%rer;*E3gFg{Ve<R<05oX23unL
z>0vSM==T#)H@=xPNVu6&1~Oi)O2RI%8H%E-b&Qa!`Hw@#+hGR56Ur!_n;)_2#k5tZ
zN{%cnHWE_QzV98^ndhDdg~_^1%cc**tB?FnZ(C>t?tAOo{#_f?&{e;DoElzt=O6Fp
z#o|8sAU};U=sljvpSN@-%P-W1O86#yU(fsnG%0be4m~<ySHLJ^B+yszMJb~LWsD^c
zk;v<ooVYUAmS`})vOV7#vY{D2Dds{9=`wifaZ&<@XLK_e(j?5{s}b!Rgy*4MhIqyZ
zVVA}-JBcZJXa&->L11CvUD@}sYL)$kv9ieEUVmZ!N57SGaS=OGqx^`7WV$p_&85L;
zMXdW0KzYf=(2&w!SgFjw$;x;X$8(+9oDX_h&)e<tZDF*2iO4|fxxC4Wj)?V8ya}n^
zBW)ESxOCo4yEqV;YR5VF_lz+Hc26EwWOHDzhCbtwWK&TOWG@^vwM`>EVVEOYqey=X
zHXPJ1PgmVAM^1}YSXzP!@#F*53R9^wpoI^yR!>k1`*=q9<}FZTfpkyjDtL*}aoH{l
z4cMb4G0Ag1R?-wR^LEDGTIE@%)4J30WMiIu-r>C0wooZjrSq`fus~!ocwaT|eKDHt
zbM0_3@as#PcJ*du7lDKVRf=w;N{#3ebJ9-<h#Io(Rg!NXhkiBhgh|F|;T!~g&CnQi
z8A`3z3W0$LJr>NbZfx&a9sZsozgnR0ar8982#2(GOEJu;F>3hzXut7(07Zm|^b@&B
z<wxSfG2HTaWC-uZ_<j%4x8%R(whYK+o&AcV+Iz@BSt*!zR?iz|kpv^xgz$vu!q`7R
zw_;0iKJ}i#uQtI<EH+fy=WcW|`G7a_vyy#481+Q;B?r$T3>jrw&!Y&@twPNLw9`)?
zc0+>EgGDp~HjdO&d*srLQ@JmHjfl=-j#VF00d77Qpc}7G(V+@i08=$}zojrG8JW0~
z+Y$OsV(%;p+uM`|(jszeke;pU3$Zp`6z~uckWO;#%Tjqz)vS=JIomkudysZA=^IN0
zo$DQ%NVLTBcrb#;CuIMCHnp1^qBQb(Ip~^xZDZhdoP2v8&8~3K>+E{EVsB;e!AK~2
zk}7$UYJNI~?4q?cX6L`U8||1!a63<LGrZsj{|fApq83(&N^x6hff3i<2iu9tdE-ei
z0*iP$a0yrBD&D+d4AHcM-A4;cXHJET%_6W6;r!GKE7tye=tP!(#M51FAfuBnm$CuQ
z4ecJ>O$Q(GK)!np2P$U&Znu6k5}_c=FOwAOlGM*MEQ71sOEW@YYVUE08Cn~yr;fw_
zQB%sL?vRX>_^!)WpcZ{s-f*W}Z}$UExPYVnu8Jj%kcBo-JFLexSP1?d+!j9tpaxW!
zLQcM2WHS13>$}A!&lnkeK{$B$h+ww9m;bu)nQ9Ckj4cthMVK_AA6MHfwkalxYSL9_
zjkIOE4#_=^53}2k-Pi`pU@Q6-<HMOqgPBSF@HH(hAb12+kZ#v&X@&o0^x*ZT<5;g#
zts^t4gL{4D>Da@=rSpE{-2Gsw>yHn+_qp}$Im{?9H@!*+#x}O^J1SB*?Ob`=n+Kei
zhPsj^5@`^&HC=I1VBAL-tzE!zZPKjEdjETXbTmrLfc=-6xp<u&1i1-7QvRe<QJjd+
zk1?4qUwwze&Xc`XHnCnZ%gYhd!}y5IUt)9+b+LnJOl7i%qh{~1XNKz04`Qco)(&UX
z2)@_svYtt1JPD+2ZUfv*AC2KAj8p2d<j=n#mk_4&Oa^u*WdAuX<bR0V)qBqGdYysw
z_B?@AetRW)qjD~IeR;ddW`7-??0hqOs#pMZr#;@2gKHCZ7KqY>n+bPVOvjTVR^$^S
zVG0-7RCt&DOx+yt_JC?e{X7uOCeo0*QSO4TLy@PnCyW}E9F)okCgrkp%R&U=E-T~G
zps5@GO<5dJto$pd|KBobgUE^{K|1LqIGJ}VxLnp{MiIz`K5@b*`Oiq|e~|7AfdALh
z{r_J5EcmhCIY|`KpmJF6Mv_TaIc1Qw;NUjpU#h16UhGE>sPoqZxye%q-Xl_;9ZuPn
z_tIEKasTqJ!;gVF9)e=gh=11IdY;W*(+R!)UEPpGYu}j1*ye~o5!XG2@=c>wMBf24
z+KyKd2P}J_(bkQY{3rcVM-C{4Y%3Qf1rP#7m3=`R&!xPNvkS#UUGFc=+P<Z*f!`C>
z9MTZX+$AQ%=)mFk;BlBaYc}DX4dSKzm#^XfUxV}f23giofRA8eW9;bUU}9kXer0R;
z4S|)77(o1f!N|hK#>nxn+Z=!2=HVe`kTJ0_b22Ap<pkYRB4$u=voj%PP?tCSW@6+-
z%%J?;(CM!`lGX-hpg*Wt7=s>WXJIF1kT9_@Gj{@AGZHfh+gjN=DBBqrnIJHTm^fP)
znTR_WxDhi*+Blgw*x6bcIGGSTIeZ7bK*++$QNhGP*w)(4*2cufiI{_!LCnGm^cd*h
z_vb`RjBJffi23*s{{9wM@Y5+qa4;~ipE<9kW=KRK0tVf_;E*s#H~{_sT>NJc{xcK)
zvkLyR3jVVS{<8}HvkLyR3jW_-1$H<%qyfTU{{^;u2aNC7l8J?x{h!E^4e-AsOE$)T
zAWJ!7W?}}xccf?Y4hR3niAv%^|Mvi}Lc>HIOR;I)aUawE(567JRkWauTV!tvnNUgr
z6)jc)4PLPuOa&D>9vvJWGFC}I5fvI56ALmXuI)pZ_vHO5(fwfNL2BxKdB<IvOT{N<
z%THjgEkkH%Bsi2{LcMv^ca)Dpl{RNW0gS$2T-_*eU@;wJWH(mUbl^N}XDZL<DMSIw
z7p|YB8*b%aeT2sNI%C(th#M7FMyY1FF}JnA^xfLYs1?CB-E+0c**^P)`3Q`O0inRV
zF-jNT*!S}dt2WdPbOxu_!H#ht1PZ9)X<oqq3a5zuu1~_;NNClO6k}8XBxh-$Yq|^A
z5-eDjb4eX13rj|r8A;O3;|K27H{h^wRTtZ^@mtrQCWdM%&uRmGV-Yw`o0q}20}2*$
zyaCIXMX0J9a7<+nS2KV6FCS2vatz%=@O#_Kt%*&6e+-Ck4nGj0gs^@0OZmaS^T`6t
z2%ZD18;qzn7rGCSgcEhBPu0P%9x4Mg*C8_cgk!S*2i8OJ=jq$xU|&F>y7B?+yqu<Q
z)e;Qf4!*@M*j@}I<p9IfB9b9xh;2VCN2>smo8ht%L}mqvsc$no(;{#L_|1%kuiN*t
z-a@X(iZW-o(8CA*FvfZD5`Tw4F`;@JqQq;;D*kZ9k?;8s1hTmVccMC8WICmuzc~N=
z!NU_o;>_XeG?4RY&b4zsQnprlDiRAQpZs1Dopp)Km^)&SF>M*kh=T9+lusR{!WlvG
z$QEK{gUGlWJs~c#q_hLsVo=kKjsqr443)Qa1pQMG74COdX(q7Cy9o!9DF@7F6Vdoh
zg3Z0TyeXik3^D{ZTL5P+^m#?zr(^zOpTNVh-qCqyZMSU)t7(Tg!1Y5mYS><nP471Y
zx~;Dtv!v9K%lF0jNd}O!T*=x=)-i1(l9yw^Y=^j@vM^EqbPdt!r!(9{K~x#w^F7xE
zdqkh~cJw1}4%jjHGN-6FT@B9a0EZKhVSMPcfQ;s+E-Ib|eLuTzf>2ZmYE}D>jT%UN
zhCYn~_dxYFu?|BCRbd~C5DM|9^J}ACM^E)=*|$4$#ZBmLi1=P(nI)J@UJbSywy+3>
zBPE`j5`E}^-LT&@o|`Dsg4RWda_*<Z&B-(o1Ex&tQBH-<l`e@U22Q3g-=0{WZbM*%
zi6GdWFh64zVX3ltzuYDwQK-PoG5T7PjJU{SX83dy^N>cN9}=Nb6u`O|>ygv}Y+J^K
zq!7ZsfhpX({6GQQI9<564#+>qjv#>W4MGR2e|$6EvXd_v@t=L1<4@(#PG3y}Tdls2
zD(ZV~3@%)^^Th`IOzc61@`Z~D;G+R&&4G3Tq5)vpy3v|}nSf((V$9ko=%;S*7zCys
z`xsa`|GFH^1pl&4m=fs7O~U36g#Nk!Fx{Ummnfc4b^3&~WN<<P5^!IBM#7OAh9Kny
zm=mv{lJ%k2h_9l`_YuJh=f!#r36f)Q0yD%W$gqaK7ZA1t^9Vi0d>q0z#(M~&HBdm}
z4MOgXMjIS5Vgb10AV!dx!h&i8;$uWh_7L=9>PrFC0IVq<DT68CV>tU{rYO+VpGJTP
z`L!i5-+Y&I&Ps@+1Tm(OScvEZ%cfvBe#uWWI>G4lZP%2mla$kDWEZJZm9smuv!QuF
zdEjY9RrE9(WgBkjo7HsLkrNQf!8Ade1v&OV>=@dYHhZp$u3BruYIC34UAyvRK{5c<
zf-Pr}i2^pl`TZCM)ONHky#Clf695G^DTh$&;n|>=NWx;II7FL;%qed$*3rDtk3#%J
zDDoJmGjYUZDEBcKFw#R_`XslRkTD{0#<B76@rcqm(rD9|(qPgE(_C0a>&NQR>zC`J
z>ILgz%@NJZ%(>0=roD^v^H)TQCC$V?N+gS@3AjX_k*wjjin?RFTew5Ie|R*1G`dMX
z)H>9g@}Y{A*e2JB<E9C7ick^!Miv?8%~Z`a#F)bP2k_gB+PK8v(Cp8cL@)I~$zXFl
zV-{ofC8g1a9V86oc#e2*j8vM~(wNdLix7*b)I^Qgr6A6P2e@mKeep46S}1ILY%*-3
zB+MkGB(@}b)r7AB^S<-xx5SpXmar$>Y@iC=>9|^`T9hka8*LgjoUxs;oXzfde+T|{
zSsLU}K(R+*jzW#1jlw7JCy>r~&T!A@%s9&Un(>l>sNJsJs@<uLt39s`sV)6~koFe9
zaV%M)w!mVvEM}HvF*D0zW@cuVEM{43F*7qWGcz+YOBT~>UC+$k`Db_EAMv8QvQD1N
ztfZ4&(Uo7ETIF9ATJ2h0TCH0p;#9#k#pOs>NoU~1;bdsFXjN-nZ^dY3aS3{)b)R;>
zb9Z|bdu)E#e*k-sd?0#|zG}FdfV6=;g#HAz3(W{60aFca^#vAr6vYDd1;3X%mkgOu
z0e_a7kz$n0;u|)VyH=yR%a52|(gMk$lwy|fpOYabKOcg3Lux}tL!d*{g3rH{A>*Lt
ze4assLF6F6<F(+^;9vdzQt49m5c?^?KS{7vFt3+FG&(n8*J=o9$XL#W9Ii;GNUuoC
zG_1DR!P_CrAre+dNRm`0UnSp~!K!9|zjBNuCCK2&@YX=zfWmNN&~{LDm}F#b*drb-
z&N*Qs-V6U-oKKNJFiT=9k1#a5Nv~SZZ<~e0l*BrZKhJoW*ie7(b=YxOThTzlU2(jS
zQ`u0lPL8W|xwyGFzg$SRL@q@MP4QlVMh<UUXQpzFHTz2DOF>aZlXi`)y=~}nd?6J}
zz57)39Q1s1DN~)IUdhFLb=l5xO6}0{LES(-l;zE;lhsOML?ygxf#5+|`Oosm^Y3e-
zT;y%|Z4|B<w<y2KpBiq_0I!%MMz2NB4kQi42wW4Q6p|7u2p0-x!Fa|}#+*nlOg?2Y
zrRz&lOEgM>Pr6F^k)oJ5mRyoTme`;^sm`jBTJK^`ZYf%2QQ57Mq`s%pR*hN%UsGNO
z%xuKW#!OU?RNrEGvAA_+aRz<1zCy8lQRB7Qd0aWNRo&B?)2<)CBTgn-U{auDEM$yu
z0DS<4CXn!jTEG0d9I8BW&1Ds2?RXXHeEb}3?VujZa$@CeTwso9PTwY|H-d`;_iT3w
zqx$BYx?giwlZDGRojN^%OL>ra7wI}RAxSxEp|rv0Ui2c8yP3O*d!~K4oy?u=wf0r&
zLGsc3`QSks;_%Zh#ONo?PwDV4m<E^*%q9ejqz`hJYCpwA9KX`dGSqU1kx;Uha%teZ
zOS@?MO9-0vE}m1h+&E3hQGP`uiW<a;a+I~WlrNxAqkoe5oswut7eL3OpQdkpuDkxF
zzJNlCotn#vex3ELTkBNoqOI)N{~l-Yo|KPf%bhU#FmAC~+rVr1%~_OGbPvJ=;S-)q
zbm=d5!p8x=1V1?P7jjYZogfK##eDi)Ik_Nsa~$rJK)~BFPNbBjc;enDddPAZ<Ovvf
z?Du}&M~&x%2*X5_<J@q}r{%>v?z6tREM9e4q@7-W871464m(iUo85)pGuj2b=RNNJ
zt2W8|spxXd6xjeYCCsr@a5}rE*`7n^kq`fC_c396_V4Tfy^QTQhGyg9@#~B+&K3vi
z%hj73(gSm`Uh!-3t30~Ai;>h3T#d;_8QZ7>z5Tv9aovRe;j@tyidl+p)Hj;r#k~qb
z%2L`_jni&(mu8xA7ITkg5yzwEn`*!75Ei&95Y{Ujr(ETCjOM7S)W0{VS{u*eGublL
z)B)G&J6bt<-0t6&!KuMDTnw%?&3;`~aY=Z!Qu<;kFE*oQ?|!2pE;usE_3pM))}p3e
z-&D_K-e7)lUU}%^vhm=#0@?;KhERvc%)NYF*e;(_b62&zlT1BVz9OxVv3jm_Qhp?R
zQFJnQYI(S_yf9la<8@KAHS;_%n$Cq=iF=6Ufa%V?OUHP(dhj?K`U_1vNIx(^o3yRF
zZ5Uk_a|mw_i|Pl}ZL_O{<>@(A4~wQX&U!ocJ?=Z}XSS+q>OHO_kGI@SgTB~lg`L_f
zhl`*yymgPThepnrr{G8VDdVAuhW10xqh!Z4kNdc5$Fr5Fi`5O9SDD8tc4H0}c0Bfu
z)?ZgK&&H40{o8&d33)?%izwY<UBv*7i6&ILVxE6to^TNP`l$g3x&obt2dG^W#CsPU
z$eiXSU*{pstIWJ}!tm2E?`hZ|0Uq7iAzvw|6dDcRCV|})<h0q0>I_6o1j8)DIPFOF
zLv?(0xV?ydzb(@Z?RE2I+?5yF>bF?J7eRm3S*_E;2YpfeJjydNdprArQ{UEH-!#2w
zxx8!dZ$gr?9zjBZMq}|T>Y~e-E1Ztgjuj_u^!S*?7(cM^Sc({Mn1m?>sU%B%OKU8w
zmbe?9k2<#sPYrgkkL_mbhR>>=Q_gB|VL0NQfu+^x8xl$z(j(h0sCl%#?7Rgw=kc?2
zh+Qai*?wy*c3pZyuB>4qXNl<TCKPrZ<|ke+rg8<_5?ooijoq1&6_OR7El5mr=tP~`
zO|p<2PiD=o_86M7%&5~h(?dkIa<l(9m7j0ev0u6&+qc`dOSrBgTY_QEpl3VNZ0sn^
zY&@2@SsFM<Ps5|eph%;Bw*B1Jt3|Du<+YSUe<yZ6ho$H-r(MCYA=7?jLvej~l^n7h
z*z9&|2}k98&bZ#LzNRpxu`K6KQ^AyDsqH2c)Z<YHp@D#k7r}LW)cW37cCsGRe}0_q
zyFSS6=PCC-QxGum0<HjI>n9+vH=(a}2)`4A*ZG+DWM)U~reN;yayvy=RuySI-d=|%
zJWxWGN{YI%*S_)6{$twHPVacK_T_hP&~>CP!!Uz=Mlp|@m+qUL+q~1=>w?DyYscDq
z`Yn+~1m^|B!Bnr@K=JDG^3y{o{sJvuArgB)TZDLb3sP-xH6v0jl0(WNiikS;DSBHH
zQqn{<W0h15gRO~8bklUB^;OvQ)D;Dc1)2mBJI!kAQQlxGdRk+qe{pV7Y=J|n#Q6S6
zwWggsw90qgyt3i*Z?eTnW`@VNn9__JR*zLE6=N-uvIAl)f;8gq$$S-CWct}q9YxVe
zQB5%c4TgzxxF>=se)U18a%VHx^w^QChO7mRy-nbaY|U6!3s<!3TkQ-^%IOD8b|uOM
z&OsBF8-yKgZ`8ohKEHh!_}aSQ2vD*DbXB*8KF6-%BCm;b4ek~C9G1`(RcX0}Z6j}g
zzrViNk<yViSdQG_$@qQ8YkYm{_k+AD$SF4&k6EHdg3K6uu+?VwZE8wCqh>#X#$Y1t
zA)O)RncSN6{bnemAW_O3H4sIU@|>H&)9Goo<)%VhEA}pqt98<$>PpV|v0$V-j-wn|
z(?fR5Y3#`rbF~fCdSvcl7IprXW%Im{@x0ls@JP>IUwo!*q-<aXX<45m`rMf7tEbA-
zp~OMez?3Guv_VVNS`QbCE5ozz(^)zu7XxM`)^E%Z&-Cl<OPg--4rOp6P9lb!+X{rp
zruHZgarbA>R?F;%we$PtnBOrI`C<k4UXU+`3|}tEf7|ya{9O835o=AivE$i04mO@b
zNlU%@V*2~$D*Ji6Aa5PzX>RNGDgpTHC)hRiPU!X&Whrbu1X^Umfb<t?L{O7mQ&dxq
zqw(p1=u?bXbPV)^BrV#8N`=b(N|MTF`$c;*dr{jO`-)46tGgSfD`luyXjJGum;<X}
zBvF*`&qSeEqL895v8U1O6gcGi&8jM>L>yEs#P2d$d{@<SK6cR|1;zQ8T4lmq(mjeX
z>NkDydQ=%@V#_XPQ<hBZs?ETzflu4u5`mqUEmOHynL{`;?hM-YbT@RNAmUgQzKSWg
zd{_+X)GG*1l6P$Iz!7Rv#09bkCDhLvV{40RS}h6I2tgO`eK^j}q-XS(#IAQyp{>4c
z4NsHLu+Li8D`yp39Y~YdiO9KFu)ga2@cx+ox;^aO2;UFCzpQGC+WK9bhI~ya#G3-6
zQ`Z;LkGZ?NXu>+cnE1@o+F-ZQ^=UzHsQ2;JQj`tiB?b;btiT2*TO6#22R^cZOSEE~
zHCmKA+b-6|;bF0^G;F79iIhx5YIR~MogoG*qadNei~bDx%0XyLknSEMuO|6`aiS!C
zFhMLHN_(??&^@?5HQ)F1IPn=px-x>YW|^m}<zC>f<h?qX)%{%cT+<vH6D-sAxfoLt
zqg&l+hjV^i(V64(vd0z#IKnF)&Qa@|OQm_8da<$F#ZdcHf!IU@ygRO)ixv;%3%#}A
z8&glpV(@5DqxAg7KH6E~&U*{Ium{<uu2VATjl@CDWhyv+3o6hR2awG)h>kc&r|cIU
zcxB))Q50TZgjWwQd?1*gv<JIDzP!+dof0!hjXk435JZA7_E082J?Y{Yfa&t(B5Ee$
z2@wkGaxeOX=_7{G3gPYevBB1~dX6G}^Hs~bGGSx)C(&!r5va;rL}Nuw1sfe)zJ%05
z%kZ}**@WEp-|;^X)YXHmN)P1S;g^@H5j6kqmhR*;o?M=aD}M2PLkNi|FNT|em7cL%
zf-D7!_RJ_*$4MXHn$@Ujq_|71r#_%8d@bE0l_>ekMA8JwxZ;527*}6Rf5{-nxO4o5
zIIqxV!KOzRr*4MiH$s=Fglv|+>Rth2N@BxY5xJUaP<m(Pj3~+2n_mkGI`WB%?%58i
zY?>sza~hITX__9AJ2Cr*@t$SlWjM=cE4YUaC-8tb)lOi65OJ;^{LB|*z_fRTVHVe=
zKruH@p<U5v5qfrxASOdGW=Z(8U~hGH9)s(^f$YS7v3#H^bbj}AM09+z={(p$r$au7
z|DZ6am+0*BZly1#A1mhISbCa%a;1KMN9uoZAdV?9E?LFN=*7z7VJ|fBc|-qHwW20t
zH*B{I1u|`(vYNBzL_=e!sd`Ji8s(t;t3tRYkC(YIm8OT{PJ~gCQWxO9LZbPbE862`
zqB@9J`*$1r&C~A6+kN^>XogC=#v{1r*HLroQYs_LIVv9YrW&;;3Oz{=k9XdAb9hQ`
zw4Xg{e(;qbxRv$4AglQ>3L&^Ettvxo@UMTeZ9`CikW@lnqWblT=upxjkD5wg?ZXTQ
zsbxM-nmK?d4WCveEy82_&h(%4t#y@cI$lCtMM6q^V(A9!X355-3wlTw3MCCP3Y<re
zc!W-)SffgWl0VFdViY|<KSaNym7s5?b7H_?sH3&kw=$yBIWln6!SP8tLUKb5VjR#P
zU(>+WU|Mxrz4)>1BHC)`-t7M6WeH^87uJ`EpCusD5*m35Z4c@7tCR9eqkl$jdu$?O
zD6B1mRQ%Tg{E6(&QV|6Wg=9Hgxg&+P0w?J<`JKFd7OKE9=w+uB5XWo>a#!G|a&XeX
zWT9{Un53lnEu%<d6Y89msdf8xbk%Ty7quEeF%dtcn#K<_k~KS;ORS`?U8?1Elw*w}
z6Mi;iNT**|c38a!d+*^#=<Fd5OeR*&Y*Bs2`<fcnFH1L-pci;g+o#%ReCCmkpPpFh
z_2T``mmfPmTgd4Cv?XyGRjc2sYPmGTR{jH=tWL@l#SFzfJ&rw+s!1EwKI(pY4Z1??
zj)F)LXTjBKbWN#rP5Hess%oe*VA{3H<H_eO2TL<#?Ry*1D^I!yPO3XMH|Oo~fcY-m
z8S4til<3US3&t%C#s&?wKcy2*L1}H-+e2L=_ZxcSQ<83-D5?dhQ{`I{&~+EnBp5e7
zV<odefXpwDT(C#)txj~kY+5wBp05mMf%%zKhu=y^d-bs@DOkBQz^x!@0(iXf2rP(V
z5rcbewiz%bll9bKO9NmhF{anD7IHg;t4Z37MU0S*EOf7Rl8w2?2}iE|nZm+*mBz~_
z-a?2X<h^TBPS6|BBDpIV@vt`N-+%I^Z9-+q=#EH26KZ6;OntAa*w!X)7cUoM82o89
zA9ouo9!;ZEDDPhUTQfj-PJ&9cO)|zaG-#g5668h6a(X2<Lw`_L!EoEE-(ubP$1?ls
z{E*g=?&8o|)5zTH*^v`ZWCjO<E8#9=1u&lD2BBB7Hz;3iS6-IV7Jha-5-thi8Y&jf
zLCw9ro~qocPuFf7@+g7cw;A2N+QHw(Nm9c3k$E@?Bc4$)@da`3b(!10#|f9W#f|4C
z)~Ke)Et_;)s%lp2w^j3Y;?}?I96y~zvq-HIu1giF7KvLUcFef3G^v&uHrExd?Q`FC
zr3ptx8a9(QPyBAatKmAs8^omdYG-!eiyIr9JvpqJYZ&@+*s?1+I@^V?82N0>?Zy0t
z#G?Lkd)RPz5x9ZosgYij?#6~k%hQ2aL;E_jV?2@FrMHJ<O0HMrrRvzE^LP@nBsMgB
zUA%KVr+rAXpshUri>aV)WcDiZw|wBOm<#^zr^*-B=K4ELY@lu^Af=jx`FQd9c_ne(
z>MLmP_+K0EXEJeDmptCt3ktL3T)za{-Vd&Lbl=BR|8o=Luf2(nO$=swx_@nAFtPk&
z6GI&Uum}k7>)IO{;QzI=A&0N|&z%m2zio8<VP<3ifQ&spjijN0sV={@3%>ftUI;TC
zJw6K?z2*lZ;|QQ#81ZSuO%3ev)$!^7+7+SuKyl>o>Hnf{pqc(`m1us@FaJPzm_PD;
zwD5z~`BRaAu7j?HwJ|=;pBg_}0swcE4DIYqt*!8B=%^Y0R{rm(&!6H#)_`{W7ucf!
zz;ga1e020rqLQ+xqP!Y~h@pj(p@XTuu9V>iy7Q4HXlSo*XKLeMZ3oT#kBYxr0e~G-
zD?ocBb@k<}Ep@H_OCw}zXYU|jqHBlGKo3BTbpH{drvq#S{e=?!H4-eW&>v&<@u8!o
z{Ugu=fTWM(BSz1{iqF6bh<}_J81R_@T+{z@K>suCBmbYP{Rx>FS@D@!nebWY0h2<@
z2uNdMVZ>(v)bgSEsEvv4qsEW&tSodNT4)x)#DA0ngn*JC(qCl&`DyXl=s)<XKdFDO
zhlzm&z*7O*`L{DY8#DAr$&YK(f7AvzK5F|ovoigoPao+Y<p9TD{RE5!10B<!z5-+x
zCP3`~i(#Urg=S>^dyW4O^1p`u|KS>dQ2>1Y*DL)sv5bHL`#Ang>A#uzf3By0H@83L
zC#7o%FvS1CJS}vM?f<f~kCOa=B?zrf#RgbXRE(^2_;hTnECB0bVF4^fQNa2!)#tM^
zwlD-Vg@(^w{{uv0V*;4yhkbuUsQxlh0bQFvlp8b)9bo0kI~ZCj0rGu7bGm<-JUxJ3
zQ~3u7$3zE!;y$v7-~;A{hR@0P4=l&{0n171y8MX&=9>xnucZW_-VEsh)&ppQ+}{@L
zUy6S&_<z88%uIh}`Uk5A=nOL*z!3kh+}xfUjE(w%<Nmug&?iW5eBRbz7HZsHKOhlA
zY2Qr&;_o4--^H>8<q(cdWs3}cST5DA%_`yy)GHL&(g)XsG!(56N38X#vRPV$tXXhM
zr7cR)E7qtQpPEH8TE$px+qQ<ES;Qc&UaZ1gW;GTS+>SdK4Y4)8w>93s9C(a-y@l4W
ztl6a=EwSb6fC@|FwMU71nYmxLM6SEe(`4KT+d61??F7%<-V|WSJEgKZKHpyds0paj
z7}&n*8Q8VIqrkoiZN$&G!NnE`Etps*%_w>M{D4z1j$P(e(S)_|e))TA<@lzig!O*I
z=Ha*P<J)lwtJA8>{(jBv4Rl0;RqK(<t0#Bp%~`|t4jlDHS0b>y4(Bkg!I(u9c@n<I
zjv@M2j!v3{_5m&)=)O1Cth#Gb7II!ReQ7H;L5Mq+35SSxv(|liukT4cruH~~{>oLg
z$vReJUmo64pD2(>kCL7S4v}hzAL!E&6REm7!j6hdJCQ~QMjQLmbhP_fR+zQbz@x<W
z#VF~{@gCP=BDP5K`=HYGU_t6Dp_n7HOzTD+d_#@`&=R4v$;jeWZe~xvq`q&hB58ZP
zPt)FLfY*ft_@(j2{eBjfg4f;-vLPh4CBW?ziTWL>CFd{fJRV~I2J;59GeG?y{2Ce*
zsVNtjN7T;hsY`v<(d#sp-g|Jq)S2hQwy=Epu&ROK66+5Uxp@a;-+7tN4vw8CeuT1`
zD<<_oLry4PGgFf=4%b2r2RqRO0{lLhS5RO?!^L$9Jvz2kp3fx4M^{BNQwlyNY3p7Q
zRdosipPATV<72Ze@$(Zkm&cax2?%Rc`A;8`@nf`3^0geuNXjdpBGo4|Uf9M%Uvxy!
zOnoc##*~;ZEk?q;qTXMp-jYR@F2SRY=OO#rTz?hB2rge!2hUzg2`)cH2%2f+IK+rZ
zW-f^kTDrMKg>>*`nj_)5U_oWXkhq^)5?ibj>yB8*S2~7UA)12LDT#L9Ig55jI1}m~
za75cYW9Fq0pMs2?5$oP3`$K3XEGAF!cOR6~sov2nUv?<&ro#~)SXWXu&;>#^WKgIi
zQz&^w+-SbMma4N`X}=czGO+E`@&?@mZUiR82RQ_H0P=O{u-Q1K@gG>qy`+jqOz*FP
zeqih0(2MEpke6Y=I!{wb)sb(k*L>jVw8cBmGCtSWU8UK4V(ueD960Y;9OCb0T#@4m
zJRIb>)I?c`vGDdt2(P>-e}i?gH6RMXVCG%OyEtkxUF}G_^^wNAFdX}h(+|EyWrUQh
z!qAWT=3xZ-?tI0gFM#BY&@0b|Kx@!NDn;Hqk-myJu~(YKtCP=zVy<VF&*v~lkCSe~
zmuzY%WTa;)r;}h6%}qHvY%v;9<;SMVVNb`>kGuaJ`mzS7pO3T}5k?;wSP&TNon0lY
z@AFekX-u9<vY`sviIM7jj~!)XtE>Tul2Kb}_tP)6CxWc5@W}TdJcKGL3v`7Dk=TeT
zI!_-j^-GwTZh|fNE#U9pZ3VCN_fX;_Zy)oqlDW%073>9Xy!VgxTT<RdIV#$Ojc3kg
z)22Pd?v-6X9xkelq{ri7p3`z#xKzz8sxd`ibXYH&y0%%?pULlY?F)}>RHIV~#J|Qj
zlq#M$TQ)4;-c`T0M1<|6?&uDTjFTROk4LiNnJ(1Q)O&sU4f%`VU;{B-U|FeVCw3&t
zb9%52DE#x|AvC@R2FthgPQ@L=M2PU@3VPzjDAnD*+E8k<68l@2Z_Sx{V$GSopow4z
zg|z(PmqPiW5E8&O<T~4E<{P_97H9sKS8<WhXv$*U3zv&;a~WUHgE|s*$=WO+Uhecq
zcy)C{dg&#^LU)jEFcVZEV14^>&?CEbOgPQ39lESAPG#%sI3serxx7z+4Q}s&a6fT^
zxFB6B@{aiMp*&}xzku?x;_F_4grcFI1faP3^ubVS>3l?0T06JFP-!Y%eEL@Yl5}OO
z68IJ)fsuxdU{k%(Ge4n2i~>u6SV5#hXnf)XZ-jNh#s7RqukuQl8IcD<iK0^kBo3zX
zty2y-9=cM&`|qmi(R_j)S$TC+j4WPUsw#}>ZDa+mG_Ak_I5B=o-b_M9J`fZ-t3C%t
zt3DSHZm}IG{rr(td6eoktu8Y<NIhB-K`O0O<p2$7=mT({cZ!XaAMsxKL)Z>(AeP^-
zxva3sB%;iWtC5)M0-vXg%zD4ZzRjth13dlUb`5zMPLOh@3(gx|h&I~R_V!=5>*#V~
zVof}Q_FXOaX?GADz?5!udNpq&d;0%O)H>Uv>fZ3RACwHf6sDvwT#@Vk7F!8TQpyii
zBJ<yi%pYmIrk+4Z%Hr_xN7csioC`5DKf$d6F5BrE>niA(S(|!LDR|s&5YAuHE;byt
zZ`FgWT8?0MN_e!-3^(FU*d-Y27)=PV%zYed8B24(j?Dl<C%c*s4pn6Ys){fSKsP@H
za$@o?HNH)7(jZdui9=D1;v`sjh!*1fEGK>xGA8<238&k3LFVB;Ltlz^(@jK&U#U~s
zdS|+>@h<}Qge#v`7}cZCZ0Nk<hgpH9rZ$=gD?QkDHbV|5rK%}>GU_F*kr&5%-~84T
z&e`mRE}WK9nk6~J2Ygym+WMWZzUjq8$Rcj?!nf3b+pTeSmdML9@|4fKK<}&d2XS_E
zH#+frCLD`jaRm4BH@qz<ski|fjJ_PsiYQ>v9IF(zDrsZv=kV{)tb*q0Y6A(aXeWp4
zt{Jpey}Kou2mQPU#I-pNe2z_AU2-8c3v8qluA!+HSR!{y%Ucl`s0BA!0_@7fTLFGJ
z2h@g{sSNtt%=_P!{Ln@Qx^lr7>np+N(mPU1ZgH1dd*By+KNO+bD7M;$TYl7#PvSs3
zLP(5h>=p0cpd^@Snf|^z{fbQH)+&_8Nqw40$1}OUp?&1g!a?!+dWIu>uk_6=QYfdT
zpnl(@{bjyrjS+X``Sr1?Xe}4C9u02*UzzGlf^EomY{(s<LqBn)MoL9I2U$2XP|~SP
z#4^<{Jj{g=$bkal-8DE|T5C3v!9h5kx0p60i$R^(r{N1{-U8`q-uMQ^F^0u{5{__5
z$N2I%1|Q<DB6#{azI^sU1&F^ZrLN=fX_w1^c)yO}uK*jI@sbFdeha}Cj1?9gUmA2x
zRKP+$=B1WVL@o{yN|YGCoY$c~J%?X8P3uY9+G;J__R@S7k*}pihE!m{t)fr+Hh$Oq
z2=n%4rL9hT28G68+EC_ZQtn0gOHznxUcr=d%|mk@WvM#D;6&9UW&uC)TaZPO0g+x9
zEf5-KR6li&fi~tK|IDud@ajokRDcMoYJv{~XOQJX$@uTeP($>D;HKPCq+S$EzU4_?
zq=oQlRV2A%{})j+HdP3=(G>I1l%7_=`F{*z95w-N(n@~)fZ3+2ngzMb{)t|_njlN}
zE!P(Cdkgdet%~}&RL3xw_9_1Yx-aI%6*E+@FJA}{+S_60TI7$59gPaTMQ`%aJyiGX
z(KxWCUS(Uqu<Hgw6xTeSH)WZ;>$IYOy%5>Uzroe*M;`>g(XY2jD3Q#QyN-+?m(XM0
zoCw)(BMRVZ(^B?iXR(>YPi!!3?w7mMF?60+4&x9fah{$LyMm~z&Ge>5u{ksid9m}C
z_jL)W9McKyZ+@B*vDE;JGACjAH8)0p1;!~!a#hw_rm%d}<)*@DJO=Q!0y=L&owC!S
z<))a3S?&>xmJk1G-Cl8L`gW$~bU+j-A;L}3U9RLma#=HA$dgl@@yQC59oXbZ<S;JR
zJ`8lSMQgqZmwkc7p*(2(cJf06`1L&0Ku9~uvgi7{QpK}#emjv02sP93%P#+yl+LB*
z8X6*+k<Zk=C$?ckjW{UA)R~pakInIUv-v7CO3AZRAYN5>1p+(cT`q+zR?fZ9T3*y<
zL0STHM+&#Rb7;lqQbGM^{DO_T*>~R4SWd*QeJ)<BW~ejeu&Ffcj5A9O6%!{GXzjqZ
ze9oVD;h7xBvg=(9F^ETG$Kkd|H`CE+M-&6Flup5KtrSrHw=bk%vC3NEw^d@LVo<$b
zwxt9+=myv^Z{iQw|8Z;Lb>wBJjSrX~WsM)~kgMb%WCY8OQyH6539bUAV8`UJ$uS61
zCNQ35*riYywLr2$sje?#nGIoM{qo)$W@LNUtdCMqbTAn~^$ZPft;?>SegnOVh&yat
z;_QD-5W^PxrH_A6FJc#L=hVmNJ{6B<-N_=;-oUxm+*wh=398C(rs-OF`AZwHHu;f5
z|A-H-b+@Q(B^I7R1^B*t;N!^jf?R}YptFuBku5&HSPy?G@TUU{#V%ztHqUw&7xiXS
zzBo*tudA%wb8hc=9!{PMdBWThu8NiLhkzfmdc8XKLD@*dW4^DTU4n=ZqO_k?Ykn(&
zqcKccfG3af)?k=0gN_+xF2ORU_!#|BGX5pXkbbwp8WAZs_t(x^#@FnCscL~G-o+O$
zO^vsS*X7v@e2vxRF;w}E!L9a3T$IMRlmB;-<oQaQWTl>t=W?2!A8<FPG7x_i;U!M?
z{7EjWtxHThPf$4Hh|_Nr=6D;lC##?5Gr2-s!C>Lkq!VvRiKH1how7h26-4P1TVp&T
zQ_qD`J9@xD0lL+-WU-L`X5*O2a4>jIIY2tx#phPKd9%-cI&U)0!$?%y$i5l~0*&j(
zu{9ylpo;MOpy1~0yjx*nk~`E;n3Of~mQ7CG?Ebk~z{tFCWakWCeZVjSVcxz1;dcA}
zE9B4;3;g`-C{0yS;7IL=+HZmFx4_=lUyXQ3_X69VBC80&&jhwS#OFbOS4!vepRBR=
zVh4ry>FV1qs$est{x@RlpR^hIsP9V{?AM(mqG-5?r9mDuDv`G6_LHowT^leecm^#u
z;bKBg&+fp>pZz{-X`@D$$nUlp3)!EnUTh%YB%h6+7lCu-tv#lz24$wEj#}-2ixcBr
z8urZ3^HL)X2aRQ{@w}f-U)^gSz}$@)xEYn`mCHZ)xrM$|R>XQo9&q`HEw8Ps#&4I_
zf_HKQ-_k<IB5p3@$C)ws47L$Qrj&d07_Oav4Ya*BIucq`k*ZDp^(lkRK9I*{U*e3!
zv<$!W4aDaK_>^Z-jUa50uPFSQ;ya?!1T$>or%lCfD+W#KbS4Uydc;cO$D0P2j@PB-
zNCfGt+1;V#_ifqsw!4Fu7>dUWcL-MUcnOeqwy?UNWug(`$PvK?+3~svcI@`Ux5=3E
z*;Xo{YER68FeII<I`B3~HXNIrn}nNmoraw^K*L#d*lE!d0|pshXm&za?(5*iE5xnD
zxA?^Cf%+ko-yk^%1ATu*!=Fwia;6b*PA29W_aur=GaT$Pt`Xan@)V}X(DV>a#qukZ
zdOSaP-J@(rl+DyBKWJDrZ{p$%qc#ib8%vMB6(zLx2|mwzzEvsDMi}HOY%j&Nsw|`8
zEL$T|wun7iDwQeqDW5+!jmIHT%%<#6Ry{Re8moK>Trxdo7-GL1rhC~~gYrdAh1}^a
z`?AVB$7Y>98Uv<o&KBbe%qr<)d5xJu+nRZl#HqCU=*BR#IDUW5{tngS+ns_Xjc|J5
z*y45%Cy~0(Lvcps=2pSO!}epNYTECfw1VP+ex~3#By=X}q!W`e#^Q9Rl1`2Pjk?&Y
zh|wZ$kib%w%2Hrld4%q0!_sgQRZMfn(p>YPY_ndc7)@79)+Z}h>*^{fXkT1PnKNMm
zU3opV#oT!Sjhl<4w?{n^0T!n)aP-?&M4bD5H{PgM1hcVE_`~NeX$DZTT0e2$JV;WF
zsQJhgt}o_vN8r)*OR-G4z=7{WVBAXT+YQh(rMr*wMaqQ<yv#Nj%)bo02p1Y=k;qn&
zzZWj&TYa6Y)5Y$A1QGhNCk?gy^TAy3g^BPD^Rrj@&kmtpZKCap&sPioQe*uk$8OV%
zZGtE%V@}Tye4VM?CGj+sZ0dbMuNa_KICrukyp@?B>!Zlbshvvp*B=)<Gxwr#al1#R
zcrNyIzVPXaDC_&_%BP;lEt~$>mLzC)H(vC1KR$M~lHY9fByfa77Lqr^z_l-8UFubS
zdh9g;K`MN~KEE>e>v`>0ON1o}q2Ur@l;myZ@+WEsAT^jmo7rF7g>e!%G-?YanY6Vw
zB<Hno9=v3PPhFFPmM}1N&j#VM)G#zMUWxl_!A0qvt<XjrvpZ3?^uMh{Dmc&%MOOoP
z#w`x7fWUHtz}PIcfANw>l^F*$mod)CGcF0E#||nA;h~kGVkLd;Xq{yG>cn0LQxKt;
z-%_fLh)rRA8=*$T#ch546ywuvBET#=T9B<Kub2=XVkSv1cPxhpEEa6Mm|+^-q0kZp
znT~Xxc~F2a$&t=d*@pFlm~G^ic&G`?rHD29tMx8{YIpM!CGz*8t-w{%aJ6G1RUuW%
z`)XoqoQ!0&c9vHz-M4bQmo(yrG>Qx~NG+8g3W;%sjX0j*n0(#6M#(1nKNkrya`JLf
zpXT#fWJpdl_SN$RT9V+U*wG&Ee)w!uv(gNzp*<<J`#yFMTVy?&zW#2$q<SDa19Qho
z^F)_{o%F$=N}Te&YFTg#1uj98m7x&kqp~Zjk20@=OjX;J0?4RMN}(Dh-^=F+7t8?a
z!8)~FwLfYYh#)-c)6@#**{on!(b}y0dfhey#Py4EY;0^!6<d}Fm|(60Bct&%QO1ZD
zm$%(>3#a=b_Z?Qx3q9?P?Y13OrIOHlvFjYxAD^CPczqA5>R`X9Ues=3V*}i$iS4U^
zMJU2WC~kh7|CgY=+F|!**2ARVz<_v+R%6*dm+n??t7J`KM3@bh&RpOT{WG3+dU|4F
z`K!s+p1kpR>bCKZnRp)`-SK;T)}V**fru<yiUYdhz84j)mniHkS!R)+-!J)PgR*NN
zZbdlC-8O+tx`$T3cWKskX(E4||HmNqH@PqtDC>$!)2EZEu;LV_Fu%mwbMvpRXIfwZ
z2C>w3fahu71Y>FC&`j;N@cLX@w2F{E)!lKGm0|M99G=Q<=v<5~khMP@$A^^E@TU*8
zl<GCNab-jtE>Ckk-rY&et`XPbV63{8-p%qL9OP)?Qi=H1_FN|9TqYnr1I^Le?Ihd{
z>rKC5v_ec@fgHEVz!>P64)%g1spN8qvqpgK1CaqYfR2MwgW!T{fO8_?hdcLpLYmVk
zx-JgI#}X{Cf|<HYhR@7aKBhLV6Ppw(bG(q<@LQa8@h|vX893M+jE;8|b{J1?*lGft
z1xUXu<((WV)O)VYsoq(sZ@#Z`$XhrYIq$ZB>r2_EkfB64x&4lR&^g%T&sa!Lquvve
zrw%RRLPeahYO4hkhw_H<s3c+vwF)zj4kS++`p!ba0BsXO;pmYqeEHOEPBD><-6Y%y
z+JZoQWBH3s4%H44)~|keXteIvBhwF|yI|7ZPtAPMVq6P?c8t8mLooMLl&2gHuiXM@
z=dZMA5B7E2SvkT8Q&)Z$90>l4TC(ow_H}yUtAho#NK1*pyz*S2j6&eq^3}uM82e=J
z^0>4x?>i$fcu3r~+qzqCJ<>R@wU?raDXE{F2&2Z!Ils{n900-X$%1dm_^JC41vtt~
z4W5csN}tgD$Ty0B^@HXfvEIs;_qy5k+KvZfy(X%gxLT`wTvpWaMdd%tF#-Fsj4j~K
zbH?>f!u*UfXa^rA1Cq6I;9Yqt<9iI9*TVOOlsbF)+kbxP;p)2ABfErwYpbdBc9tT!
zPDXYS7Jt_7aLVIRRZ(xA`2y`E>bqD<b4aK!>gKDi%%C2Etmmt@WM;u&HuElN>FA31
zp$;SzVcmm^uts)$Z(=g;4!2?)U0tkk^83bu1v(0X3fut9m>GjQ&+QTegiYS9>&qyQ
z$OpYe767joVhMH%mJ0O3%)5Py3yb?nrU3GlFgV(<m47NTSZ!68QHqdFEq;U|wC*g3
zv`(ar&0<>&Rplq9g83K+pLr;F_O?&!Vusz1mM2g>uYOCoUdl(hzA(gM3+WJ|zRcxp
z^ERDR@;G_i7z%@6WkO4SaaLReEWZGg>aX=oMRQbAK^%+o$P|WwdX{S1RW*0<3uRBq
zS_M}1{;x{XDgD&_%LXZnASs9b;T$pnIU}jQs%)2VY;bj$<o)7Q!q}$d>D^4Axk3w=
zZuH<`X?C;DgxzddpT~o<z5oKCBSC+Afa3F3>Q5V~ucJ@_{}2UP3y`-UYh1v1Z{gUQ
z8rDT}JIw;cf*EU47wl9o^2@7Dn(JYz4TWfX<xK4_G%5yGIFyGb)WO!xVQ)!e=1fw^
z<wSd*vW=jhiJY`kNVz?8WmxH>!bls-=g}}Iz(F6&q9#oU4kzSkcXkC{&@Kt0)}(NZ
z*xnj9^2+J;nsH!|w<qDPQjTA>L&9MBS+-50p4+jMacVQxDj9d#-v(-mMK10PHr}`^
zDy+3Hrc&VCnAD#+h6!TmG$i*R9{A0~r;`&|wW#rM!zpo#VIS>#vJPG75)&+axBY>c
zbps_|@>1`Q;)n=C&CrJ*XKf+dOK$Pc3<n*{S}Ud&&+<-eM^S^wi6>Vp#nPpfV-y}`
zqUN9@NwyEep%A)3!?`Mdbu&3;gqUqg!qoH6yB5$Xh*~g$zj+%lkdFwZ6lv<i(CF9w
zj$bpLCngSEiVq{Mq~t@yUn1ARQxhEZ7#Uo)Q`7-Aop08Tf~5k2FE@!R8IYAenVfg!
zCgWbtn~dxy>BlztNoI!Ye+XO+d}=0#U$qdY4Y|9wz+1YD^y4jQ+4++?F<Pc(+**qx
z(W6UUPWa6|)O>e))at5^$fe@FqVdEv?s4yO&f|n}%i2-9j;n3`ES*zs!~LSlKxr!I
z57-NcrKO1QCUvcpFSk^*66|UsShYLCtzYVDm20C6n?-HEGZW0IMW9{rgNMzh=ahw!
zA}IL?8%N;4JUN`Pw@LG`w<pjn2t8i+s!V3dSjm5bcy7?Q58F-cPcIR5r8*L?wIoDq
zt+lMyf|79%7V6IZjwnQ9hDLIdRWeT@N5cZvBgLmoZqR^Stq#3J6>u8Q?<Ag;fDiF3
zY~%j%AlQTKYk-z-Di}y22gw#(C(+9<2=Zbvlw_DhQB>+*c|t+S{bphMw@fy$N+C>@
zip1wwSZqI340mwwWT%ZB$^=L{-g?aCSKDjMN8Yk~<k#iT(`%seMcAw)ziYY+9Ui7Y
zw%wnaU+GQiKqu(qe4jGm@7$rW6eq6cfG@CvQQt{R($S+lF|B_%yRsW}Iq*Ui&(U*f
z95|SO0~63EnSI2zexrN)w$00N<}Vi@y&J=ad2Aa==*8h({R!uU;|9552z9WO+-M|J
z*_Egps#IZc5G8%pz6OAycm;@3C4(D{M#<Hdu<C~(7@ujT5tQMh>=9J49DOx1^BQ&@
z5N=*mGw<w@1o$m7Jg$?a@*gUnYeR~SVon}pFT(PDBw=PX{FQo`^?ho<*vOwKG!#O~
zGdQ35i;`EMvzI}t(Xll}7maQCCtPrM2jon{&0Hjfb(>$}lah^Pi$~v`L0cB03geC?
zM;Y{O8_4Irg|^iO<ZH0uhm~_KZ0)#fEFlcDUiooJ90MD$+_{VNM|*unBi;z-3X(K`
z)#yr9L>8<wH8463mRIih@rAK5`n|-m&TD(;{S4xT;TqfV%~RgX*dP%16FHJ5sLmL)
zS7=QE^MFr$i63;mH(@kh=cZpcFthkBMMADm>$T%#8=jyK!CK2C`U94q_%zVDFG}9e
zgIyNPLq}iu!8TBd0p2kFYo_CD(mZISYg(Yx2UiaU8LQaDE0s?yPbXLTQHX=Ph)#v@
zC0N=q$r>_L``|{EWJq`ZmSYV1ukD4B3_GW%kw(VL;W0@whI}$*FVP5fPW^49+N-K=
zsR)Yw%kH)iLLD=*&`EMv5(A~P5LOS7P*wH@Iit+a2)4#xNwI?#j_1e8>!)1SCk#kk
zSe*O&sS;aE=XQuxTx=|L0zvN`x6bDdq;6HB;bX^7w(C4Ll@+c!ofmklGG`pDn+N=^
ztu1YBZk%bj7iQKMn9>OmVFP+Q!eV(jJ68`6vR{RC)Ro+1DN=ND-#?oh4!51$UiCLO
zwWqh|D~%VGFVVRN)m1}NA)W2({rJ6n4Y?hCT88FGyrdq@HD5@yx4rqUiBlB7v$Q4c
z<o^kCq%Mb3YTGq>9tCyKtW9oJh40OEZZPkqwP<rZ`OQ*M|E%&7WF7;nq<=Yum?FaY
z3}b^jG0H3#H+Xe8XK@lFS$$WF=JsJ%V_9NpBsT7ewFy!wuBjbE+>Vli{vzh(J!oy^
z=KM$2bY#Yy?S4=4-uJ_-QEqWAux?2#96LiXEF4Yr=e)vYk_$N}U7R2iDobY;{moCk
zK>yvp>0^bXV@F+VVG8d%@^1=X_D<p~alZt~D#@7T^||QB5z&lhK@{CZZCDElR8&>8
z>5dql84lOfa;HlOI{y~tI^ynVh`v&Nk*#4ut%YI;(J@u0XO%;2Au}Rt#@WivYoj=R
zFfbA?En||C3~B*IrA!*bP3c=&p0$8toq63-ictx3Lh~Rsr`^27NU6R1+B*-s^us^s
z^Mve@wz?@JpL8w_Q-p%{au>r<L~&%@a$}uVzFa^@dkb*_%C}XMJkEeLTi08p*JiEs
z7*wap-!Tj|HQ>_hwCHuLaK&GIkF$bE&7=dOBle*J>dWE~rYZFC&48LcQ4GWU%<3C9
zf})OMlrL&Gk#k9--5tw(%@wR?M@ZpJb!=TIW{LY?n*xMraAeDdwbxW?;+$G^eCtZ=
z+WHaZxr1EC=901`NhX8N(ccLUbIu%^ge+zmeiyIhw<jeHv@_lVZwbIigKjXsS5S2H
z-jIHZ_v*a4P?NUWoT)JmkcU7GP>1KP_L5}{ZrZPO1;L-<QOLQ^7QLWIln-*uU-g+G
zZ2aZFOO0)8#u~ZmQ}EfLa1ixW4g(dX<83q;0+;o56|MaJ^*(*SfBA%_eekTp<0`bX
zMD;A%!BGFcQwWI|;VB>}*j3X+uZ*dq)S;_+i~p4jPjVK{yx(`hU-W3K%@s`?A@7*4
z1Xq)it69a>q3ZXc-qBRwG|OL+LohzIoMCi&&2P)F18*I_lSO%yMOKtG7LGrEIajLS
zJD92u9ouF>@Q`?zd=bedn=Dq4ES{Bm*5bqWiSm@~zC^<>F)H=gef`?xu>Rs{3w#j^
z!P@r8Xva&|En3-(<#KX!^AnG9`O1~%DO2CA^)vO8X7`5pMK;W#9`^v6Y$hh+h*v15
z+`41#0!{eg*ktc4Jplr7MeaO#+DJUY@%#dag5-#%$+A{XoEZgfCPX-^oN_X5_Qh#+
zkQ_l$PsmsgD4Xr;Zm?Edmyz9oCKYEjxBGdRs6$FK4i4Kz5}d%|vk|V8jNw-r0@%$i
zP$Dv1&ct{Tv&+elD@=qFb-(b*H~7N_qoMG!MT@hYrEoF<q^b185<?41;?_!^eK-Lb
zXsGk;i7I1aoXxcZ$72>b*cPi7=&n}VYE5e%u&q2a;LC<5?ZdS0hQ}POP!RSU?cuU_
zv2hTxEM<cQFSLUwPY5(0n$q`u%U3k(@Qs$ZtC%!hX5YDYrP`2ztCJ%rC!Cdtdt4`-
z3>VDjt(HYAX20=Ht=g!AMb4FhyBg5bi6!kyn(6}LCsxk_;X6Spx0hVkiS?@_&70t=
zodPQ^&%52Jo|u6vbC)|WVDJYh;{OIR{GfL}h#odt7PfzKeE^K@|I79LVekIsaqGVW
z^CZMXL===L`0Pw|EhH8G6UqBPs{kzEe*t*^zmdETKJVX%ynmy!{^>{TzaYf_na=u;
zHvR{fg|AM<3_zNw80eYs=|6x!0361w3H?8DS+oG)>Tg^YprQZbvhZ2xnEyam|HfrO
z14j36To&7(EC4PG0CD||%K|tq`!6o*qaA<evOXZtf8(<LNrnE+X&Un%dh=gg7NA#v
z*8ShynFXjqxgaanbKkEYlVBZv8eA4tp2>}J&?D~rge1W(4#9}8-f2ZD0)YetNs5Gu
z=5K`TV`T3FPt>?c|Ls`*8;$|Hw*a!E5b_pz&JJ|;&FmvMUq?ZN`tfT+GvD@2iZaVP
z+d;bhxzq7%nR;5Dczm54eSpX>=k@J<c>3~F)XLN!BMHS-u41TBO;^hikD>avKA}G)
zGA6VgX6mY3?_4jt>*tM@q_lW|I?VjK3qNClao1X2O=Icbo|4*}WZ(U;b#sDryxHEz
z+S!?LD=b-Hp|JuRh_jsKSmsFRKXL1#IZ~O%yf^mD&gG#By7p2T^)msAie>W<-8tm0
z=B<{68Y7llj^(7!qCO*ScU(zGX-|(~Kc_G+pEG%x6z+k}vr#!}ylLU$8E=SU!kGKi
zqm4N^F1O^2GPiu#!nFZ-{ckui)d9`AK=^jFm2>>g10P+g6tD(tq{}rnmtNvvr~+%N
z?AEaqo<_2oCZ)n}6+Ic0TAW2tY!KvRqHEncpK@^iPTWmI8*JJyK4K-%wV*BD^4_Yu
zP;P>bi^V~~7PVvjuJYeW)4&{fe}UG1N`xH+t_NuWs@WoAI_oq86ojXZQ8o~&5AR)N
zAi{#1Z?lmtlC_LbOfkZmJ1+sH<2E%5ThRP$PZ8M^j*cR)t@dT7Cq$34EtAoIyyc6$
zm|F>hAUJB0Pq4E${ToOgy%4-BFDxnCCWt%}qgK>9*Q{pq$uF6oP}JykzXUE&D5Im5
z)Y1kWJ>#c`x_AzZ^-w+Y-FVfG%8w}?O_u@P`ot4{P4NCp=|-M@KU1-j8qh*mR+z*`
z^4OTKc$WxY<2s~Ccu{B}7QwJV#z9cuxC_HO$Qb%F<;p==y%1*mH~OmA!6f%CcwK`!
za_+BL2o3ec-C(=qk<hTgYzY`xsB?{Dg&t3$tb>ShRvTvq3qkcD6{kh$h~;RzKclEd
z*}`DUzR5Nm+j7cyVDRu^cGAUsL4W*I)QOA_=>TLTV$JUw!{3?K3F-}wKf-J2Jsb&C
z0b)IE=#7>LqVjkJ85n%6|JgY_huyEE|6L;K=Y#AUnqSATHvI#|%XhyH*mQ*F&u?<X
z8+>!3m0y+@J1sX!DpMZp*92y8Tpcla{2|$S#l64j&;xo1o%l$=O+39VB1{Hx2$`-6
z5jklL?iGt$9qpXeb5i~tq&T{9geK@ywfNfJzSjL6PNCTLdNo`$@%ai1Uv#g>4W>wR
zBN|l@ad3+v0kP<6%|35*FIUrNB$3#S_kpY)Y{QreeKW^z+CE>)cw?3D#V7!;IW)+!
zMqwLpBMb=mxhPd(?2<)Pn-KtCJ;{jb`ZGXH)dU5mOgGDx(g6<UhsxkM|0CtDVHT(b
zEdOV{^|sey{Weuf2mgR{y(}qIyBZl_7&t?MxVRrVs~Aln(m06|I%{*+Sv%wBBNSE7
zxpriP$AaS=Rb<#8T;PX7V=!cnBBN{^+SdeY0g6>md3$+hb6*~G89BpNY!anFpsgl#
zbEkA2?9kWpe3gLhy|p$eGeM195W3jwF&R;6KNW)P1C{vHcrPW6t4ajOa}=g-<Lc{?
z0IbMBbtgzRFq5@uCdIgBg|i+?uOuyRzh>ysm769f4EA*7$aKE;tN7Br<Zws3XqNx+
zr}hBrJkHgh96RpjyDOZ+v1>TCcs2?MMjZw2V5$TC(J3h2ky%nX+{vd(MR?zx-iTdH
zd%3@i$q}6s4tO&2)-NAC%)eFbFu27Eyv%xbUd3Z7s`Oqdo20KEu<CAXx-=1+1?*>X
z40qm@1e!;BgzXd&1)gA{I|*Tz5U(6G&T+5XrmfM|_QNhXWbaElO4v`>N$`3(-ZjBn
zlRd2-6jp2RprhSjQmvfYYXp+J=;;xVa;#dx9uKpyr^=!lTCNk0IE8M|FI`iJ7v&9Z
z*RoRnh}RgwH*cOZ!qJheCsiv`s!^=6qfmwTek-pP>3#x7k43}7fRr4iH^_WSD`CZu
z*_#wM6PF8z4A-jb3THm)dLY}Qq4@0DOfig9Fg`6&j+vjwA|s$5&fGtPSa&#6OE2wb
zlyq(Gg{H3#GHK@S5i6U+Gwe{LmQs?p@Z|Qhs<tl0o}|OzY@gS=nm!)jc_B|ZKfJ8s
z84QUrwu^m2T6tbNn`|Vez|uPLd?9@h#w1T}@&*KM*-Jt><%R21+-Y2Sp{M;9<>tlb
zxKr^B#v-&hM;~5+*fGWz5ku`x1PoAc9ty3|=|}~0&rxgR(F&lmEfxj(2NGf#pDpEI
zzjPkRC7v7|;cw?0;lO;P^TpBvrH%7lt0tmA9+15|$%q7nVKay@2##_TG1nH)Y=$6w
zU`7a9w)BkI0z>I;sC)8=&#Sk5N5J)oKc|Fm5kWPJvN^7k?IF8UL+^H=she}+&TD>7
zT-Y^teDtN(ra+u!rnVlL=C@a@GuPt9RFG`+vp=X4U0*E*(<pOX=2T8wR@AM1PHGZO
zrqFQIoZU75?acH;{e%!@9Xg|=iF%UDbGWeDQ{S?YcD|6jgLWQyY3VE5yi3m7ME|##
z{VTgtdN!pbZ1Yy<RytG+HtxO+!@Oi(s`HH9HBR!+kC>y5;AZp|IB`PPN~|?Xd*=hD
zhAbpMK-8*Bgv5ajw9u5%l*PZKlbd1!Ihw7;))jXrwPc({q*%xlG?@+7IH(@b4_{Li
zhQ2y(`<flm|De#DC35U=>FO)^k#e%T)XYbbx}K>hnYMRPt&#~h50**6Qz0&P{rz@5
z@mlWdNL~&i8g`yl>MRLyFV4F)HM+eo=G0La-wrR!&3;YZEC!;QrvTA_(j+U4u1WIV
zMr2K_yQl+rWvA4>ZrXuc%n7YQh$-aAIcH?v$hI6Os`$>T&Drl?1vl;@<IV?BUGzUc
zm*nAESmwXR!tEyF=2-MeKD<rw0CUH+TKl{e)ryb5`-D?tLQGk?hEQb|93pZ}jAzZ^
z9%r=?NAfy4(3Iu2nBZuc*JLj7&d5ki0&W|(Z4dN65NSpsj=s8A<SW)@(5uA1VU*?9
zZNt^7iIX$>7n?%Y%@{GuY70p^$Tfuzn-FSB<51>4-%>p>zaspGy#3j6$RmfeH^~{B
z^K_8kadaU|r}h%zG$~q7wS{r57mLVwkwa1|KdO|-t^E$qU^5Lp%9kbT5PNHf;A)*G
zt%9mfZZ<X2)12P{M8h$b&%7-9ykx?h&LJuJMEv^IP$vv)>I6Pyk~{V*m-t1c!3^6g
z!V}wYK4CM+$&z?QmDbe#PICLV-ZB5La0OMBwKExq6Ar0Oi}tN+u@>K$en_&MkeMKc
zXJRCt>6<)moMN>@8`imq7A=@xMm5BHQshX|Ob1a0#Z?Yjkm8N6Jih8dsnTsj#-gfu
zyKIE7^YCJx?F_vnx~Tk+dt6Ula2CV!=Ge}6JLGna$kWODc4E+>Yh4}bLY2{Tu~pEg
zIlMD`5^q%cgsCQxawPf`m{&t*@$H$(T%Tfz{Z75!565s|si5`$5cd|qZ6)irusJa^
zV+=7fGcz;C%xuTZ95XXBbL_;-%*@QpOi!6PnVI|UxlphEs=rjSdbhS!Qmb3Fztsy;
zS+9;C)F(e%BaBlplT9bc?6OSb7DnvJKEHU<-n^==v$~adeUKLBDepY-7QHtx;{F=G
zCc-XWloCQx158HYP>Xqj7O!l{=>F~0II6A{W0#F{l&72Wkn)bZKP@rMl?IOY>f_Fq
zq-|GA*!pl(4$l7j&U&a6y^u?fDZLDs5T|jy%u2{r_=DV_d?Y!?mX`UF^^(z&mD|)!
z%V9eE;uUtww$AJ3CO)+HOLo-L+`ZL#*v;uIZ+_>`U>EldWJ?_5_3&DRdv{I-YxvgA
zSj1)=l>v%HAt7Tp%>ip&R>IgHbr~m!24}K${@<oFPpJ0NyH5MkX?OEnVY9;RVQqF<
zH|QE7&UbCD&I5#rLzL*%P(m;D8%$9pd!_Z8Cwj`ZJnb|*sJ-|m6NGwmVB}XqMKP;J
z<P*v7DYMA3l2fIslHaUlm}ptn^&(T-J4y<t7<w6I8J25jYsc-o08xo}g(e4410B%l
zoFsD}vs{82E@C8Dc=Wyq@{H%8(T5NzK3X?qt`FT^<rHF%qPF;H3-6<_>c1kb_qOk$
z>LXd`PMdwgM?9Y35_1KaV%w$5kcZQ^s><2N9v!qq<+YG0{5U3NU?<`xuT|*MLwOU)
zHb^z(e^VJdz_5t<mYnQI<)Tu;^f*X<R#4Ond!phN^!yE}{fD&xo=$ION87}J#A16u
zq``&qKrX{2;;P8}W&0#1SO4+heYtRotfnckrg+vwo(n}#S|uxb>W8|dM-Y;c54Ej5
z3H>!qHI`(^0KzzD8nsjE_|*?HOk72zL(t2t<X8H)@5%Y;jM4^HE+EzgoCgq|u&ahw
zlvQ<)#0ydsax!|(n&c9wqz~pN6w(XRcbkW6QJ&cvQhuMIQy39l=|MSrWa67^WXT4y
z!Cm^Q`e^R3PMKM+$VORVbr&2jBu6Pdr%e;z$WABrr*EHFDEhprWpqODoTt~#C{K+o
zo~?7>JS5s8Ox$xzGVvK_k9)aB*7v3#@80gwCuwxmZ{XvL>`W-6KaiET2v3(ttmnU@
zE_y;bE#NYtf0&D^85*bW0-Ka1dam5kc56N8aFd-<dZl0OL@JTi5sEt`;MS*?uj}=9
zFRz)eS<@^|keyBnoofUC)~zDc8D>h|{Z`kh$(dKPq^a!s_%rmX#$ZS!3QL`1t2S0L
zEQ~9#n-+7A2IB~8O9}VU^=>8oq<kd2(;uR+Xi?!qJ~1iDXEkc$I6}5O!mKi$V)L`?
z!k^m6pHYUJ$}mIs!ch37154Z5qY8(dM(J*^Z@R9RvRvH^GS{FpM+zhJ?0SVu#|z9w
zkG0I>M^lf2TN=ku<?0!OxCW!onRZYHWJs}!+sYd_lnwZ2i)LwUpr8F5dxgs>$!q46
zms8cWgtSA%5#k8UQYs^964eJ`d`+H)n%UG9tA(ihmG`G>wM|2<g?y_Th0_>j&&!4#
zIY4`bvC1;`Q_Etw$X#L3OPPZvN9t31F+{X|7$ZfnXDf5pE((hy_8_<isVfurKDU2P
zoeY+hyw+XepuXOVs`Dz%bx0qa)3zK%)zg^+QRWElK2|#QEqM!D+T$>S_XT?5)BGZb
z4>NCYApKJj_KK?VvL3j-Z%$tfhYC7expxko^A-&Zy;Q@mtZx?W3r0`HAfyG;>1PvS
z(*EVVtX!NdEbE)*bPeT7$_Xu#b1b1vGge0v_t}%T#I0N!O%1AQZBT`60sEm|0ZKo-
zI?UKjnt~uRbi&~s9BtJN;^LBPrIDWVuGBuUDUP77>%I+$4Jf+rQyR9SXr_?$oz)du
zM>Rr)DNvR)%rB^)K($QX7Img^=98f<bz+!?xEiC)u`GCKE%2gL)W{Tj6vEs?*;TM^
zCwqm5^Hz3`syCn2y_hCYdK%c}zW7~mW?Vtogu9v1P-vKz@~WtsSz8CRkg#c9XMexR
z`~j2si8|*x5qi|0#_;OPBe$eKbJ=s3PARoPc2$Lz0p@$(3RWGflr!^&Y57xEr^_4*
z(_LBb2}AZbY)d<FY_((bMjQ_EOD#P$1Ja#q8aA5eIOYN%Z)2ho&0I9f+NlY;`Y(0h
zq&=ntlZWBFjPE*m#a=QE3=6WOTf-AW+?OGJg%!#-W%p@c?A4f<^oKXu7K6J(UM<Dy
z7pSVfF&c95++>(nh%jClqHVxu;TRBuG^V0|@-IM?jmd%A=_`B1aoCOk`Dy5chCXXB
z4ikK=ZSKj2VI6st(?~PB2X%k3|9HI#hws#^wk34?itSMUBn>Q79+9wpxuG<@tAAYN
z<huBDSogyH5F)6(eh_8bXW`Eb?5gQvmB)*RwjDGu)6d<*%M?w2g&P%yIVkub8-~e;
zkIp1Uj`Ao8`3(}h$O1ZsaWq8*$WKT4;Dhqb+XnOGeLh9&1%sCs@O1Fz$*m-MumT2z
z$l+zo=oLO8a#cEAj$L7q+o0c`a2(b<IzRbj|G&ZIersa^3O$D3xE%d23GQ$C-TzuJ
ztEix;rX)xyXk+aFFuMn+fd3;r2F3D+z84_iwNbV<`@`R!^_OH40M-3NAq&8){!+-Y
z0bs4a;5cUHUz*fE?f`A;U+v$0|F4h#zrWT$A;v$(<M+7#OZEtm;Qnij{`-6Y?f7Bq
zWjX}m`zI)xX<=Q7{1Y$)Ffeium&p%Dcc6wL3}7>{1jEqpp5wSh<P*KH_Uw#1>4=A;
z$8XnOI4VCL+oVoERaD~lS&JtfHhl-Ux|m_qwb-ssRGyE`EjcinV28s07)~8~uF29;
zHX5_?lCxJ&N^^HPEHrq^ueXs*O4Q?O4A!aopvkVa|LDw7War3JW-(uodD_NwJ-?T}
z(kFp`k9(=t%B^rqyS;BE6B$`Na86yXm_*|+U08rAOJ3GeRrccthor&1PVvossKI-t
z#*QP2tIh*QStv+Y%ewHQPekpqRznYAZovs!*tdpSPAdH}nLEg^Z!ERrYC@+f4V{Fs
zaVLmj)lSx7!o=vIPHIBmlcd#p#yA)8!m5ubfM{LEb*OBS?$puPLNb)Gf#Qqn$;vm!
zp7Y7dk>njwbrXu~GxT8lno$LOlnL1fx+r2S(dKkp<flJYOROc$F_w3_<f*IqU!F1D
z0a?)T?WHIqvV~|kqWZ?Msdk5Shzrdcg2@n;Mj`pe9Y|Q&rVhHJ)pUrDNEk$Qh+7t@
z3vc8iUgD!+g%oE%OSd40unG{>)FBWuA<g9?2tWH3;DTu}bts^R^pzpycI_MIe2Q4g
zXp@JG0E?kPVx+TUrNSf>DK%tP7a+2ukzeax534H5A$_^rSvs!0SUSmA7Muaa?z_2E
zq?4^<p?d{h4TVqm&kO#K`Sfd!F*CCKUhjXb%-{3w@Adw-&i&7|{HO5vKQHq?ux$W7
z{cFAdk{kn|Z6*MePR&RMkoL0vQXJFM|Ch)%D-&SJ|BY+|d<Xu4Y_t554gaY)1_0Cl
z5*$O(13trF$Tkx@0NMTv&;Iqx@Hd|Q$I-8M^{333^-sHjzkLP%==lA)f3LTHDf<6B
zr2nOK|6iz#9oZn&6z5a-S4bcQKtEv<iy#RgISHtM29RVEJR>0@BBHZ^^UEWWQ4pFR
z*M({vNt6h;M=B_3c+w~)EvaT@*m20TV-~Jk>__Mnjo+0yF7ae-3)*MA6K_~>%2>ap
zyUUEd-k+{GTFlQA0x$WQ1|+i5S_!Yg8~N&KdMb)$*vN<y5=UAVYd3YVipJ3`Vd-|V
z_8WQ&30^lvC|*Nhw40i%^W5?}BJNd;O0vpqit2P|wYr%(RM@naWAuF^jt{VxXVAKq
zhthJ0My_NgLoLV=i-$|XHtLx5)3S{b^|1kh(#ziWb_A8e(|fq|3iue~&M6}jXbQST
z1O=W0c8>L!6~uYPt9iAtH|-uM38MJs_X4(q|8<wrhzau?<=tX?hi3fvgu)l65Ts+{
zxx?WkDihz1S&_9dj8adPyPu;Tcrk@T3D^h77)S}233LU*6c_{eC(s3T2SEopQ0*5u
zzPn!F8(<jV==Z@THy}UwVz+t7$S*()Dl!#_96Kpy8UZ3pGpW!bxE)$PhCX^e!BV&o
z9BM%Kut0D=EXn;Kbhfg#h^YargyUX7TcA9vpHO^UvNZ#k1|Tdpv-J?C2*E@7bI3r1
zi5L~~T!;mc41IAqQ2chp!i{rM$S^Vy2|nq|W2p6h`yxQW1WMjH0aKgH*D);mxkJ{s
z;6<J=RM>97C!Y-JFeXcN6ucOSIUD#Z>MQmWUL6}0r!6ecxARTWc)y|Sr(*0G?`gyv
zdpA-d!*VI=YZix)6x~@%5_g~10MCxP>%<E;*I<`<*Z0n>&iM<6hlm%aH(1|xK62ZS
zXdlhNt^B-i;+}RNaDgg2`Y}G0fq6Z2I1rNY=OeoE6Xt*SsOYq;)z~7hm@{V?&8-&y
zOme(=89y5<LEkl~)zsB3S2k1mgkubDbGml$qI|ei+$UHcvLdX#C28+yYn!Y^79U(Q
z6jG(WI}KyJIL&{Q_VW=lsB>`bCr+JxU}OH;b%r`?JuRCWF31-d-!%k9@bt^U3=v5S
zQ)-qlv(%C&+n9acGMddAQDq&k5akusa{DXlqfisL8r|7C{DZ0mjB4<y%kSpIAS|Pw
zQ?yFwExH5am5?l17Ef+e`$c}9|Gb>?e{b`goJ>FQPf)I69eFF#JnLQz!DNFs!QCF4
z4JaAM$lbf~n&`Ak=ZD5&1{I~)AOo_DsumhBWhRWkn*8$mZNyxpK%$ECLZ0;=mZtMF
zj&pCVeet0jewzet1s?l^d}aql<GP)RllHo9Mm$K>k59VeAUxjD@O0uuK0L>e1!wMW
zzEIaIdFAEyKAOxO1zm4w3-5;J?Pw$Us41KCQoNYgFM5{YQxWp0na*kjCh4Jmt3=h$
zwKlACYDLwW%nuG{j2Z);LEE3byX>UaJ38_oHux93Hy35UGM*$M;U_cHc2dOowv`h`
zBv`Y|;#$+i?=%W1tPfbNb%6UV%{Q)_IzEOa@SpdpKQ)zP!GUJl_@3?i1m8-4<4k3_
z`;93M>b_X(&v%lO2OuyDg>7gOgg~@}*-UnGPvm9gTRxfYU(&BMeYF(5EI|H1la9kB
zeNMr1XAg|tO<`aTSGoRu^}0wEc$vI91gSV?fcOiNEU&02R|0L^;34_<jjEw#R-?-~
zCVzJr)hb+Tsqg{oky>;iw7Z7(I@Su7WuGYQ>972Fa%m;@4!(7+dLq#-;)uN#mK&kU
zkqr9&Ch&(<i)`PF@y`(;c}NNbgnF*Ul%n}AAF*XAQhM{+$JSjdMitt7a5J3?T3hk}
zA%@fS1!bRI?}8*XnZSj?Q~kQxgYRUhw~WHP>)5^^AndR*C{}#mBh|Q$MW!CBo%0*1
zs4wC2&e0VENECkT6%lJF>{o$D4)KHXX9M%t3VDE7j)K{(o;$4G7!}?Fyd@>emtj0)
zJ1WgG;yyy$$BckDb+#G1bv15&mE12;4l$rmHF&e&?7OHaWYkVMJPx)vOdMo|o<kLZ
zYnPz~CXB8_*ap(-q|2%Q?hDUrT(d%R_eK{P`rN;b1o5W!7|Bj&RekIiR};O_@2uk;
z21=W}a(STmQolbq@O(qE1@GCh2%GAko(hD<bm7u=qR*ICq5IPoZ#`84IYC1BJFQ<U
z)v_6`;*)dOFlX4;`?iPu`s4kq;)!@A8b<0RRSV8*BN4|?3N{9Ao?WrW$k_A+KZt$o
zB1*K%DT^rZ0smJbNgXHmt4pgudPWVS2&fcQp$81NyN^sWA5yg7?Oj3nY=BTNtylyy
zWpi;DKI#Yw5GLf3?pd}~J8kX?=lQiv4-frN>4_Ya4rGy@Yl(HamN1ZTP$wigcw42s
z?sBxGnRje#penjoFqv#HFJr194unn^xP`t)wt^E_iI_l^BPTHMy%^XR<dsw>20OhG
zo6CF&Ua4C-P11yRE;K$F7__YVp3a%LnpCP7pnoL(99*?GC?FdYoMQ1s+jg@>1C{}?
zY#k_tSS~5rg#y)2YKfeAndHj~VJwd8sDu014-EAF4ECWkXLDEAbH9Ze<zcO7Nqwx5
zs@9NmtHxUirw+-79ijQz1V{E(^k$ltA9}cN=piUe1W*+pBzS#LP57xnPcI*^{5TS7
zC5vE>pkdmqBqDC$QFg_#+3_^xQ;WvDstWh*o4Xs|loYow(fVCAG8(&fi^oEZOE5CT
zogTn=2_|f!h`(B|M~o%lpV&2XtWl3zl1GM7TaOaYY=Ww1<6Dvf9}$ErNg!piVwCe^
z#o;gxsU~^{)7rD||Ae>w%(GT~csM_zTH0^&%<XjK^e(=F-&N0#TE16`0XYy8ekBjP
z5i5<##ce7@5i_``ezQ)IJ&Gr*N!_MHm?>2mqo1|1(F~ChjphzIl7`)~Cir6%#)0XE
zR!p-3jdHI*mw#<fcrQP4Sd&Axip9u?^5zrpm}!l~(RuNC)r1kbZCo%<b%o_<x;o`i
zBc!y{08AN2$$%+&O<AF6lScD`%7UViiiB}$*Ue{h2-M6k8L5qSF{5-QAqH#a4tzr4
z@|lx{@%^cBw}$&LofdJqC*kTLW>_Xj$E0DAAvxXQy>;E+$pa@1!^LR8#&P_lJfT}i
z0}NFVAw{;{@{caW#fI{4Dki~6G>Xb5xHyKwC@3f*a4`zq=ITR`LlwCkE%8-(lan!V
zUo@+NqusuuTkeQ*WhfCVT$W?eL!Oq{3v%J}?)6>nvl(B(v(1+<9Of%zh%+-!DZ7)(
z-rU!TmC7oOG94Buw3-!C$itI_3AAdVt^z%XvodRU-as5vZOmwPTvUCWWGAn%ncqEg
z3NYH=6)j&K5+}Q^I^<5CVQpJY&4*#f%>Q_|{EXe?Ld!!h{WTSGB3`zEXR7;Ex;9I)
zi)-zgDZ3s2O(bEX40uB?T9`R^UmW~~Ged{3(>}{<uu4pb^%8WKQ2gg7{@2gEbV4ZQ
zEEvp!o*=@xB<#68xJWkAQExs?Y0<f;K?`WcE=|Q{cT}x%`X%Ydhq?G#4k)BUstpK9
zn{77-g{M$BeAEcCaUgX(00I-DmnAvI^*~x4D)fwus;^zVm+cAzsm9H6SSGX5cn~uW
zC~}1=xBI{dke2>|L6&OIAq86oV-AeKSH9PbO*dCd>FL9}?}v6&6z%MF)g+q83G4B~
zA|n;;jnL++w`aGkx+jfoR+p8%kYi1_jdJLNADM!Ga=3w*N<>?yel|4EZ9p$D$L5at
zar!E<9osWW^yV79;1yFEK{?tSOxAg~ZsRceaietM^nB($OUM%zAorA3DCn`pbIBAx
z<(q*c=gh2qhAQ!-h~rqIy-!vh;qmA@uaBZ=p!tRg&5W)_kRUS0afjb`pUShMgGbCD
z#k5g*DQn-Lee%^t$C7YR3Fqq5!aj@3w+_j$h2R0=Z40aEP3LE6r_E+m(e<s2g5l8m
zMOW)>^{37PW#+7vr8zuvT4%SWZ%Nud9v<Mf4^Jo}*l;-;$GaWlFvM1mNORY17;cH`
zOr9i!^<OV*1Dd7_Q1f<Iv3m>qgw?IA^K#rw4X)O@rd}Ju1Md(@@+!aTnY2NC&|Jm5
ztPALj&5;vUNoD9msEAMAS1A&$B6Ds*`6@)1Xo?&^v`}1(5NKcxZkqs6f5!4vcEfc|
zqlh%4K*aE#rM*o<XkBJ4{<72Pj0X<4mzCW_v&_z_l<uNndcWAmQw^zKd%0g;x(vks
zTf88_F7*@eVL!8mKLQq5$4BjmA6I;e4##A)mH9u3&jvOQikDI#BTpQ+q0viPGo|l4
z!!l;{{QAMMRDto>D4tU>80VUJye#W^oBFICxL-S_ZC{8Tbz@P`w;aNu@7{P<qb$}<
zUMWT^IbVxbI_aOAqI$v6rr<x5xcsaP(S%4Ig1_@sOYv+jVFX*&>Occu7{KHUqxTry
z85UaI_u9c*?e<(b<JAW)>~F+%VVw8R+7Mm&+>(IYQ8%a+kz_G2j^Q4dWi5PatKjDq
zE^k*<ZqWcwttu2eL`7ksZk?EF@tDj=>iL1o%58UhlpKXwtd4P7#Sr;Z6rB7ApmRFI
zBhC(FL&k`{BW^BTSWgrC^xE!4{jO_F<ppWaMw_A!SS;aq_C>|b3*fkHvBMq-)*NrG
zuCF<b#$U=Q1W@zoE$T5tC`|evBb>?9rQDRhlgyz|N6ZHoD^O$@1+$ER(`RFYSq>tY
z9Lz(eg+e;_k)zm+*;+wiD%#c(u9d*vOLx_exq!<D0C`KOD&{8=b#Z8)vI{3{%kq;!
zF;8fGhBFr;OW(|qCD`xOQNd??&J~tG)=We!k)s6Z4#$#~XqlR{&kcd{5$+yGGwCM8
z4(N>`hw!K8=p+c495NYm;)J>{ce-tHNx9hZIZJULn+{_tcAq3<X6?&(lgtcC<MQ?b
z&by%_3Hgcz134+;PmJYKJAQw8vt=X)WA2W&Tk#?kyb*UpEqf?#9)J3LOji|3)hke;
z-M1Eak6oRDQ*&xh91AvF(r&-kvv=PxV^8b-HKVMnh`eFDKg-L!YTxbWgALogvP+_`
zNn9qc<d`XhW;OH2ZDS8or(JhW3!5+dO^eMd9^*QxZI9PIg-_Tn53&!?FAULGAZ>Ux
zo;?jzEwI`68DM>Vtz4gaX6YSQw#}Lu9cAIWTdZl>7}J-CZ$O=JI6#T)fyRyPX#!?U
zvOQ06va0I4VHonYPKG0#+N#!(mo0Z*gMBH^RMoJyPbyeM_Zs@b%g18eMtP(My)>7O
z!(tg(sAcQRy-YIlo2|qhmm+Bb3p%<Y*A4w&;Gs#V_Ep%1=g=B|sH83i!@JsViZ4o`
zd1It1)pGFG8<=6)ba;!Or3Z41uVGRS5#e0MAZ`2vIVwe9D8S%wMl$9-j`k=*Yz2;+
z`<yVvuNu0!06mIHBz4HOzQ{IpXz!$TK(MWzco+Vm&m>;GP6H~ByNFI&7`(42DRnS@
ziTi?gKM@VqArDkmm#ecCKeJ@doEp_kV}1_1xl2L$A$su?#`$&)Xti4}@C}$vfyhQh
zED%Y60}U@3o+6$${J{hEwR>mz=lAkY;<?ocMe(O!XLi;WYISA(iE8tQU%6);QP7jD
zwZ7=F(AXY2#4SUWQ4fF71UNlhkHtO{V{LHbyi&_SUW*h5Y|*c&%5Lc00e(NL@2w)M
zs;WUrZ+<ABJ4A`5ak{;=EtBX@1z9A*Q?WKK$yTbl=^LP#q_rB#<PWKDPoeG_k>9f4
z&O9)mJv*HFCoaA9$~XPY58^%(_CKzhx_?2BoG@ZF<gj2M3ix!ik?D+Wu<7FaY25$=
zv85YYsJQ%lc~=Hz++uB0MS+<aHq|@r(N_5UzX6|q6FvcPS<JuDr(dw}ZxH5h@CktX
z{El7ycO+0Xd1YxqIZ7onD<cOPBj-OX7v&WH4ILC<C;0yj9h8|4>OWw$zh3u0zwLjI
znf*8K_CFCr0fv3d08S+UJ!Aa`G4#JO>|<jGU}1m5XTO-Be-T5WSOCVEzYY5Utk2(u
zeN2Gf--dmE81wyU*vAO?-@kw~Cc6Kd82V4cKGr|I`2K;U{igT+gBZ&CFCy-5B#o6F
z(DOeMLkrZQJ(PMI-;MXuS4R!vc5y%Moa`BXijIH;2JcF=#KXoLCgStamKde^)B=Vq
z)gjuci`eVqCn2u^KI5m9oo*RmJt6VEzSW#s4PUtmwOj+gg8J5R8H)X$*91NO?Wy_R
z+1r_P{eJX5ImM<e<vJrJuHkr&MgFrDF~4u$Yz<nim+Llv5L2av1F7pg58-o~q-J7;
z%oY1_$jq2gnYC8x&NZ5ErRExnX6()(*MaizC$TF_D$~xZSu0lJ#});-{?fg^c%CY}
z7Awb-pqYmoG?)AOnptUb_r<KLg2sC4-gXd;1$%A9q0GRLTK^#hbBF-odkV?AZy4ol
zo)TVe(I>@?#Q}TW*Suujgs3euWggFsZxztkwXZsC5S-;__+HKnjI~z|&#;<p=FQck
z!f*h5GqF`EJ7aYkJ0G0psq{3<L~Af6e{U<wS+VuOAqk^ESqTo|TwcjT$i4UZD@1lQ
zG!nWwst?+Xw2%4SH|Hk5&RRZ@?*~v}ebAzbj*`M20~57bA<hqaSo~OECR?Bm)T7In
zrKL){rI&*e^Tk`Wj0uNZR!@{ZVLy5?DWn>XC|Yt)v<i?xK3f-B_KD?rZrvLKv4Qub
zX@hqU-({k-2fevo;!xM5a-%!nkqZX5Bk>lr<%eu<sYy7LQ<lkMDmR33BF5ouO#9UN
zH~<Bv_U6sNEx@rs$&q2JfyM(Fi-)ig!*!0onr6XjftW&Aejxj}X%MYLRKrH5qQJ9c
zjm&8Vbf98aCF~8x0rt`zz3<Bd_GPM-{4F?J;oU#pgZ068<6L&~nP42e9l9ldUH0<0
zN25$zGZYXtbjdZUobsU+TMi1L_*BS>RNx0P4lrYlczG??0T{JlR9PHKS;MEZ$qMGB
z31(B<MV^4KpaSi{G0Q#!Rs`TI$Fxi3vP&pox7F(KX@Eab#qpsk;q#&3M7ro5un6DW
zDYs~LA#C9{nD{0tIyixziAgI(aYVbyID3X%a)L%1$}I%4%eNqFP;%hD6=?ehCs@6w
zN=hbS+nK3qsDv6zE`J_wD50cQlt^m|f{|2E(^gC&!8&XPl6m!o1~LF<1`=lKgO>P?
ztpB;fNsd6$V*fN(+e|fK3Ty5@pDd4q%NOewwRb1DQ>>zMyia&qV~V8^QZ<#cf{8j>
zC8>}l%&A8EqjdZ?D0)ezkIZ^^J*T?{d?0aFy9Q2%C&P3MZVWOe#X%MQPD@U6PGf~l
zRs{_{6=P`i^$RRZP78O7Q%(y`3$9FgBnAdSwnjf0B^W_49WhIdO`a)O!+MiH12+Rv
z```kB(_8zjP**}Q=`v#>G?aZJ)dkrHNf&vgDu$xLc3P|+4r0QdvJ`_<Gd}{7=Y!@m
zw@P9{Ulx0IPyodMwnB3oB8>E^B@l(BgH1>NbyF#NbagoZaRNO8>Wa+}hHZv;$gN~5
zi1J$!I~oW6IV*Dn0@OMFL7&J?gu#G#nKkwlV-Vymbf}h(M{d2%6Z;0jMo_QYt3ci6
zjs>0NT-ErnuB8sj<W!a72FgZQuh*+Ui1soOCGkX+N&DJ7aLLQ)`6h2#R)&{Z+bnsF
ztJSj!Be>u=6g>e@MyyjF);w%{GTN@CB)!T@mI1x^(t+ti0Q(b64%ife?1iklFN)6%
zY>J2pdICspa_i%g38-Z2jQHahAM@F<>^|D*ZKDDB{^9<S()6JCWuOIUgo9_gCH#i+
zxca=r6(AmqK@(ufXHTHR-Azd=Fr*cM!w=OE#Xw9z8bA~oNYEGdY6R{ObAWNq0}`eZ
zQYS#WAR-HX)Z2t+6NR5J-Qa7ndb+dwNukY!?A|d5r}5wgy{@+j1&t0?Tgcv?zUN_{
zdfi|)hFE+dP%7k~fp!PRK#>up%3-3+A*#YLxlC{s9S2`sEv<h?3O)Y4ns#D+`z5&l
zF{S^JHR_r_$|0ivkvhtf6=l3K?*4~uP>*F&V3E3u3xS}+n}P$)MEW+9NkQDH-i2=|
zRl3QhR>)#el*zoI;u7+SVky5j)fs*X37dLAik){sqHe3*yJ0l6-8){ici-#1xooXB
z-El%+TR3`4kuscaR$U3y7rT=>lvnIDiQtYbP;Ce|pO+Enr@Wu<XlCypm)?P1y5rBI
zPw{d&%3i;)%*OI2o8R-T{J_Y2qdRLx%zN|kkkVL3zi<6;*lM?qOK{)gS;p7U-#XQq
zVE0Z|Q46mr0<N{h5}PC`TUaEL?w6_Ro0V>f6aH*ihQ-e3r`&%#NkEjJB+HO-RKEHB
zr?s>_#$lp^p!kpUF_J3bI<<z~mN)?7{q6WiHv01R+Wq(UE8b6}GCI{K4|u1mr1b5N
zy6+u@eeh<qj>ERS^@?p^*Ld?@dAvE?n$fz~+Zs`{n?76lw4ICe70CQ7y2Fchr^PlY
zPC`GvKRcS%%(%byF2UahE?Lt){B#OC7e9ok=nLN$#J!ZBDtv}Ft6u~2=h*1i_5E6*
z)h?3;bol_5w&W;=tsNa*8J`;^*k3P?VfWLzk-=sK(u-tqami<V%~;1W%O=Yz%M{;$
zwxRj7`$X{c71tA&Ml_LVI_Aul%@VG+6L;qzi*6hubjPlueUzhqF}eYhTxB(IX5a!y
zqlkSB2WLETQZ~TF)EbrXDTqu-$0(c<isWPu$G}5=z;?!yb7gQr8_^bGJyur<UxrRG
zlw}{wv#fiyM{RJA(}6_0{c%hzATT^r1d7@TTW747Ys!R{NvV}07^1RlpyYtFWISLg
z)!RQekxoPL=9YH<n8KXBJ6t=bQE$6O4>3<lWkfF~n%=e2UH)fU)#hkts`VP7IPuD;
z^_GR7Lw@?I5^|%V$YTq*@lKLZs-t`xQ=Z41QHt~rw{DhE__?oppyGKZ3rc1Ir`O>|
z-$xj_@N|ftOXI+dxuT%T+n`)BnYz8ioDyG0#~4D4G&77$VrLiS%w`U6^||onh*#Lh
zp#5de*(5y=Eb6UGn$-jH`B`1nd$5Alw~3p{q?UBi^DTdZvLppwz7I1gzv8>;YS;Wo
zWP(V$(N%(H0nY84a~yUEj|f{m8zZq14_rp*&I`j%lEkuLSer^S4<~VpXl697e@1uA
zQ|iA-l`)5z3+BWIm1e$FBS4!mV2-H-J)O-N?rYkfQky+}H!gQtRIkT5_L)7?>4Or#
z1!h+fi$skz!2O6*-3K*VqMy@bTjXC#IIG4d-s~d6kr`}SNvgm+G0QOM#`f9G-g=BX
z2jPn*rZ6IrViiL=(Ble<Dw?VUYNkxdkRKao!BC@XF6liOXR<;g!C9WFJmM~x>WtQt
zg_V_6T(y%GqV2Lqi4Zt^g^Be*aYieh<pZqu#77|uLaEB7rI{)Y9NUbWtgCBd?`FWQ
z>b+P;yO{;VZawa?=*m^l%fZY2?e3-ZQS{nMp@z(ZYhyj_ecq!6tvRHA6Fpu~&s6S3
zyupe(-OP#vW(rCSPW5|3F^5))Yy{gWL;6Tq2|nM4aNrT};v0vJB;a!p9#FFHkPlxv
zh<s?s5qopllIwCsA~E=*R^y3=nk1^Iu(N<7sHLYGq2rj?7{y-`jMyjoDf{wOjkh;O
z55O+2eOQ6<LEj+dgj2}sID*Ho(9H_w2!l)!lUYJE!j{w!DWrm$E9#3sLc|6G;pkfg
zqI(>PmOD~^LQz9Nz)-(ZS%fjjwmKq373)3H_BqT44%%``kTh%qb%DRoJ7>CXaf3Z<
zr5vrx#Sf3l_Zg6EHl;<KU}s6q%)v9f0%bdznUqPDDmoxDnv6IB7gFqp+$OjR3~JGl
z^iP&(K7`c}nxB0BiuPj<p>^~rH;bTtV~(x!<s+Mr=7_agfg<y3fK0WrB~2Tp(lpAM
zAaTq0)sq~4CDS(3Hn=l>w=C4;3?}e;UIqO0vE@T+tvuDK>%x~(dA_hi`G!o-fI8*)
z1`2}&xNEFbvHk;PGyyA!)#A2HCzvAt=0il5Z@0-NBk%|0Es|*y)Ay#(T#<_K?E*?=
z&jZrkhnh@r`V(GBYr3xsrigT+$;x}yV)zBJu88ji)!k8qsS>bXNx1_|TSU$`$)Y<e
z4dH7A$!KfZi>tbSAXF5jnG$jF`ZNTWq(vC#JrbnDvm3L;?(zS~xHEX6;TRR5>T+9{
z)^FEX($u?S{g8~G{5c|*j%!6y)*yUbo!pYnZvfp&B6F%RQTr!2qm}^tgqa(pS4+fC
zZ+>r+Jh`<^)@vsRU)Ko_{5CdQCk)v-vro*^98H;ceWg5t?b+=$RW4XmvgG5XtR?#+
z?g-19O5p1zoo+NwYoW@aiXgkpBen1j258%hQY^vL2Fr^yiMlq`tUn{%FG^q3Ft)%i
z6YUd9Q+E%{vReiXlBlwG)qK+sPu=O({cota`yr|~%P|<;U{Bk3kX>Pih+a^<H7(JW
z6RwY}T20*FXPy%leQji!7o7EkuIYs~t1JmTFa}j>RqklG);sah)w@W(+7%R|+!7Kt
ze9PG4?XihJju#wCJ5pjU#H;Oht2*@@gh}~9hz8?a&vinKA5mbpz$;mkR_W_aO*TL2
z))dHbKy#AhZi+wF49OurK3R6-{=}%_ll+0Fs^g%n=9s0fS<b1h`^4;y%005RyDdI&
zKM&=q%mut^uigU_z*mmT+N-*R@0FYU_IxiA&;5XM15x`uH`yF>2*t7NsrVG!J;yWD
zvu1mKpSO|jNMNUHxpjs!|9-i(*)8krwIkhT?c;l^l9X!4^z!De^-1R|S(F|rUXjjJ
z)uD4@RTjgT(#Zo(p#kedwK=LKLnM~sA`A<*5#A6;0|H4OTHP+$sU^`f-g1w%k#p_2
z=C0R>74I`WXXKTl6UeTzQ_yRS=Lpa4LXVa%tNY`}FI}X%g|i+ES-tz&RNJFu)Gr)u
zaFjP>=Ub~U%#*S%F;)ip5ew8_gqes{-@M7RF3CwkbyBLR6j{iN;*;X%6RMP?VM~W+
zxsMndw3gMDxt1lCUmNlo;H~ygS=@0W%Z^X07NmpGF^^S~@9E1A=i8B%$>&P%RIN8m
zF0^*Oq1`&Mz$4aOy46Umka(5R80`n7wGMLhK-on+ek<PfMjy50;T^mREKJ;19AjZv
z{PYI*p6;CuqkH>8q*A;x>NS)m%-qiku``pD06g^hR?q|X0XN|qwmg_Oj8-*mBul=r
zDL6y^{vv6hB7OJu04DQj`O(w#2D{DAruTlf=1BEBh~0aQ8|W5yh>c!e59JV^o6f-t
z<4UE|CySPWLUQmIa~@w@fxgy`s{`bQAdQ84@{Ua1b`!|-5cp8h#jlwmvkX7uBD(t%
z(F22938%;jJq^1bfmHg(FI~69m(A=*D!Gdee|$woE=O_S->OQg>_x7Qi{g`kCQNG?
z86pcl6Ks2Lxff5VnVp}lSTKQy#2?L3c!Klx9lEq^i9#w|zKA#jyW2pc*u9^2b0E_6
zYvBcbj6*)NQtD!ervA|R!>NT9;>u&E3j*fVdFOpU=2q~8_A9r;_TW*DfUtQ3Ilo~c
z+10s9Jjo5NE&K#`gTc`-Qy46v!b+=q_3(Ob+2xok`Zjzg`cZStBA$ZB#Ztsb3j{UZ
zL52Wu{PF>KpBbn}X25=nOp4z~^RQM3W@QJbImcSa_$1UdPif!MC_QV6W=W^VfK~wZ
znbtMI)j0>FjOyg6dBC`8SbWVu&3KK@hUZO|B_M4O#SQs!VA%e^AU><(UHk}nCg%mN
zv94>yxGl7*Jn-SF3ER~et9IV}33`h~_+}z`Ev03;9F^KdFe7JiFR!p~%B-;wD&<~$
z$woECokbzD3E$nhtTsNWYdwZ3I)SfAY*iAaI8_zDIQfS9z2^#YyI<RJcY)q0Pg1gy
z><%>oOPx*s=MTQ|`=9kKdV&tYFk_fZ)!yxGo?46QV<X`=Ou?&#6d<Z*I&xJJO%a>&
zf|!-EDGF4s+z|XH*nY*ELB)6W*xl62z1dA83_!yL@A{Zx8W1$<3`xtfZ~9rB#my1u
z7GItHsMB#pUdOPww^(>;ju^|I;L6T~R=4><o#{+mBbIgLohOR5f3y%`RFL1*jD_Er
zw>FWtE{J9vVip@`8^cU#ax7+xkCa~UcV5ZJz>yZ3!c1ED_37eDPexoo7)XXUEpF;c
zSN0>5-(i+F$?I4~b1|c<e^#=BHCQNxZDtO45A<D}P;oA*Dl*XQ5)R7~PLaGJsS(x_
z?3oaqI8Y3*vk2#BZB4pn4jZ%MX@5;y(wg)|&eg<n{<?C;ayJU+oo7`kdWR5_4e#%6
zk%wE4;etI!PF!UJv5o_YZOI7H1KVveO3vQAbK8%teaJF(L*eP#KSYLREEde~U=0X#
zgn|5;W@08bu_}*0$1NgUi5D^pb9y3+>tKC?g<}ifrlojt{Pk8msGgCMQ+e>KSKU-V
zG^wM?C__^HM7pG%(Uhns1r2Oa^CYZn7snpcm)ye3nMpRh&3@Xhi6J$=TQ$9WWl>J8
z-RNdIVdLU2NoQvde${VJq~2{>NRr}~U*^$?6YP_;mP{eO*q2C~prB&ri44N(SM`N<
z^^2o<8`aoo`(e9<4a52^6U}~Vs1b98^gF*C*j-KiIH6D1*SEMyd|uewXa^O)k=UE3
zFzq1EsGB)s*;3p%!&Pd4&l~B?HVM>C|1zc1V4>T-ab@oh`+`3sE$(SriPwcYf_w6<
z@XoUMje({l30Qa~TXI&d_7jLT*_ZCUj8cQ+(M}^cke8A*4ep<W9N<w{9!yWl!NN46
zA8Pv?0%uY0&T|9NpW~$16z>XLtmfWyVyii;eW@WG=CLXd;)x^k-MLEokG(D8>Ba|D
z&>oxA&BsJs<;_(F*|Csmw`m<{>jVRiVlrHcz4SyypNyI`c3LANHCDBk5l_F7j6{Sv
z{*XLBK+{7!Gle8HAW7oY%Unpcn6VDir5ILcXJIcYmC3M5S;f@V+@pbU-ri1fm-J*C
z!>o!_5jJdbar9){twMEmp;85rv`*^?8j>}9*d#NXlu8$2ly}gHML45H{<LXHCW9ro
z+s<hVkvTcIi2OpXw){BARwCiYd;2r{YjZh{0n>t>qO8EUcy&yCU!|U^qD;)O<U9Dg
z)cpP%Ci;t#Z__c?#DRh=zAQd10(R+y>yHC=e7Qr)bTzk~pFl5C@M~@FXQa1X3Uuk0
zadp+3BYc~S*TzcosIygSt1}#RhfnOIWd`$eqZz*MGViSKRcrqL25bNASHR4~$oLy;
z2V@TYJJkAr0Na%$1%>zpC<OtDG5Ypqe-b_a2D+gD6wf~(_J0t&|K$nrUl6;Q0c6p?
zh}{f;EF5Nl2?8S{Gt?iC07M&LQV$3_0_5ZXn4S!PT&Q3DzwQhGYXK$(KsXQsD<Dzo
z&weI$z`0E9fOCHZ39%C}(gDJS7}=qi0O$S(!2UPW{htu^zbNVdlUspyth9MI9fHU`
zPhjF9p;{smDX_sua$wpg!BxDD#J*0sVF4$!HqUnXDU>Fcu%gKkQ{sZ6qelBzs;PUr
z)Kufi+cAjLJ_|Zxjiwu#!T9RdlykKCk%<RlVf$7oM%aX75qXplgu@RCh3r)Nj^7O=
zWn1phr~=otdybBk`V*dxURhyxj6cQIq9k&}yPLgOFh+|R95vN`yT7g#nOlz>?~UsS
ziH=!~G!&7Hvw;ch(<UR&rwY4nlp0v{{#0O%Y300LT3f4|A0Ny>9`6T2e$8DL1VZkN
zJqL@zM{<k?m7U5Q3_|YM-Q*8KuH4@g45GAFgO?42^~@sYqo5htAm>x8&kShxnCAdZ
zE+he-!FDvtu>+P18^!9Tm#ZwN$MF}@Qa50Om<&e+baaPqV%$U&(4_<17`d|hY+)pJ
zFDt!i6RI-W`?uLgnZa5NUj#2>9xvTQqips>$D>dmf%_4@qyC#|{Cj(dk>#&h{Ktg*
z-|oHqr^)-rjtgKr<R5fpW;(_{H(cl$n0`5NF#I=89KYNx{@!o_P^bUiZ~+7v0bchn
zzVg5JSfH4G?R)&Sv%<{q&z%)|#$WMCe{+=oNVNK=<;EW!zd!50ILd%1r#}|l@0}G!
zHn#r-M>#^(%ockV*Sp!KKKN{P_NcmCb52k5ibRsfXfYAKS9FW5%`c-T(n<`AROTca
zp~#mFayovHPm*nAiltjFdpee(LrSmfJO0oI3GxD|?hi{0uL6uH$#5BX(_n+IRVw!S
z0)?w7KWx_DTRq>`-@R-e2PWBjaz7x5n4Wjt5DxM7lubCUdv3J38cFpbOnKRkuiTU~
zi0JU)w}1FJl<ecW({7^o=%U93_nHYBe22Cto}$%E=h;%t`$QDJ`k@GYZwE2}M#QD@
zoa;RPQJDr$LnBd@Xy=8yMIcOcFVw|1D<>>fG&nm#&^<nNo=B*Jf^t(t<VLcG0O^V1
zhG1eR*iYRx^D{n6;ClM1mFXjCZOvl|WmdX}=G((+;14%zt#O_n&!IlOfljy~(0BUv
zaW9|fr>ThJd0M-yJ!cB3Jx)rJx_4@U2a42ueN))+?2HG9)GnKBH&>~as4+xu?RKbF
zEbg#5L#$aJry=e~wDSAxPge|A9S?+WcvrDrUjvnLNUOmScaV-iXrR34U~=U_!?{21
z@yXyF@+%-SfMy7TsHuRMIf{W&Dh~iD6zh=$_ke5|eGm7Nb_wz988!rU<$XkYq_ync
zzgR|*mX;qct~M9D%|DX;9vC?xcmwiMAVBsbU|sQ0&jx}y7ntdztqXjX&1ddGy3b4d
z5wW+Od@YrgEaG$hAUsu>Bh&hqLP+zo9O5vPs1mX9{a{|_VHqwKiJxU3mqd=0#*qBQ
zMau>h$`H)R8R6EI=a3xfl5=W8jRZpAY}S2g&OgAMM~}ey8i5C^+h0iC!Bf26wwK+o
za+H9w(&#t2){aJHDb*1RPgikNG+Y_W8qW}5kw=*Bj8YL@EXlbsJZCFWoXb;)4}Dn#
z21`xVdWZS3`9ls@;**kbE`KRscH5UT{w9o#%Cab7{!mzPGIgYo81mRbEmdsU4Hkov
z)}8{Jw>i1-DLLZCmzTD<z0}UWxkIUl#94b3gL90GC~0p4(Tx=7!$r9Ho`yTY3YCh)
z!uq8Qt5u`b>(kdT&7mfP<)c%$EPv)D7#7ix@lPs|=}VVEBvWW-cxPguOU!)k%8nQb
zc`DVS{LTC&#l~OyDD$>aUm3x7U~C|=#gTL>mY)ZdgbSNF2cVn=l_(~{4;q$MK(LRF
zPhm&7n9!Q2dPNk^3`;4Kc@|S}WEZ|!h*qVa?tw~g`j;o>kckYJVyRI}%3ln5p;%vF
zei(0Y`EKFZpiFjNJX!%8Rez!#)9Or`?YOOz<ECEsl!jH|I2F6a!$a%A4qWGl-7Jo3
zU~!0DmFneD+4g#|B-AU{v^F%EpUnuSDUuqwdM++q&lK69Y>LV3pS5SzGN!VJpg>8B
z&wU?;Jlcm;rA(_4m_3Yq^>T8xka7v-9T<g*o83&#R|k<;$rnBRapSx(kg@ne#Umdj
z{DUDhqYJg^aNEww7aWOE<I?ZpL4Cx=OqY}0C4%F)X6Ec3X6JAHcS4!H_qY}rQf}h0
zFm6wgQ6dFMA(P8s8Kx8FmMZkFTeHZ+RT*azw4TmdTCEtTS(1E5e7B9Fm##0LB?LT9
zRpcH=jC(VE31EllHK}A;^mMCjKvs}Jq`ZbD7&W=-jRhdvS~x$8)1!TaxV?zezrN1h
z{9g6l>BzUU=S#D$S(Nuw<4<m^=cT$}^f_aSh)gVJX=SUFVf-|%Rs1tMM3Kz#-Mzw6
z_fjec=h+(-^&n?>&l5O6obLVID9NeI;{H{XGAtf`<=5oE;%Rh}+595MT=qsb1;xbF
zZ?3Vhjx3tqM#q_ai%R_+A-IT<w>vypEz7IXkkTW~NUe+7(pJP4VF7{)?nQYV<j+G(
zPmUgtT+J-!loE3r*JqN9FQ;#~QTwkrI{M(f-W8Klj#q|QK`dpOhN0H0*J8%|67Btc
z=7!$0)%kk5s!O~)v7W_Zjk8J53>DY=MV+c+6*{CrO3Kly+-VmmU6S#wsw|)fSz=x(
zMQV#HN}qnfRz6UHMc~lF$ge8lSqDHgn!K8y$?K#2e2{0(*Af;h)t&Q@S^c&z4HKMR
zvWVy0Gb9gY%ocQ~&ZR8F4ebjPTgPyJ6}q=)-+eL^38hl84W1#VZ>Ur#W&`p5;6&iM
ziYz|SdZS#sMzbEI#;UAZoqeSJt;#CRDMoSsGxVAW*@2RRl({@ZQofsNP5D47#q?xf
z0gXCOn5f}MLdIm@F0A0RKuPZj9m6ZU3D)PS*}efeoha{<wQvhil0%D^*g>13jk@xn
z?&Rs}evyVmrTSp=sa?Vc0q;ph{>t}pMreI8=bI7O4q2EN`0*7msE(7E<AiiYUN9y?
zsG&#wJc`|GFZy+K2a309v%^55U@sTCwVyX}BnQYzr-QGWjL%be?#pi#t<TfeTY3If
z+zaz|M+rm|0M`dYW5+`J26so@;iInxmh+`rj`rx6${UT1M=N*<QyFDrKb!-nPRYIL
zmG~e(57N+WzWL@1jIi#ODkfENtajdnjO_^J20T2h&5z$;w9@O)s8g}b^y?CYcPiZ{
zkajD)FJ|GLa&Rvb260;0uVdobq;RWW2wt)CX*w(NK1z9!wlF>7h&xbO*gcSFI(o*P
zqeZ*UQ&`xTe?8#x3Qp_-%cSRYjoemK{LUNWS(7Ymy>ukSh0CO?Qn7dAbdi~JJ3inH
zBy9{T{i!SCvGjupv_^<a<7bLFB^flCRF5L-`6Jz1HPw1`=}9aR#YvVWxy;J?4~oko
zK?<E0cL}F&YlYQ4y5X42qpsU2rB_O7Pz4Q9Fhza=ZO0vnKArlEkJ^NWK+VfE4_ijQ
zY6H6!Vv!9qvL+PueugtxBO+_Yh9fL>2W2#{bHOWXSBbc_G~CDDMCirna*8~KB`+!8
z#*28qX|Q3S8n9-Ce<FW!DL5D~u=izd>Xw(hw;Zw?A}ChFeZJM#X#1QM3f5gO6xFL^
zuCJUP+BCe$e8k>VZetcb(+qHx7;hQxpa`Ar`k+Jjv<l!WS<8%;+^AqK3x5kJx;ReT
zs&%nm7EAYN>+46x275svVj~XoFZzHt{(-<i;i|Bp^an@dRBy7D93Pl9ktYr|re)*v
z3(O(4@wXG+hO;v&Z2V7AXygo7v@=zxe2OItDW7iC=2W7|(h2!Lp-sjjBp`HBf`tsO
z*pO+94;;cQ-YA{nN(fiy4sTtA;3VW-z$#F?ouHA9Z{W+NYYcl_5=CV8qLis_(^qup
z6@Mmf`Dq!VBKa0LU7Kvkj8LIE_b#o~5#{L^wD8f-@9-ORI`xiya5;_%Y@_xk?E77M
zr)J7itccdB(})32V(cq2uqaZHa!EphSLBXsf+xlmz8%J!(IuB^ibbS^WdT{`@6cG~
zB=+;w8n+IOOKK=2B;N$KTr#IpaAHS^<e1on4~2@rL=`1&8^<~n!ewSADLFucF)PGB
zJby*3ik7cMJ>wiQlOZ3#TfEK%$yz4q5ab#?Vne;m%AQ93$Y$0?>`g?tF-E)&vuXX2
zmHc~N731of{3N@l?)pfK=R0^$VxiuDzI^}VQuWv6D+3D){a;n+KiNY6Ys#0nl7ys+
z%6|;xr53QUH2hBmDcheyzyB8tKzcwN?LTVMf28vM84U}FumuDa|0=Ejb^L$D>;CTl
zH;+)POuw$%|GfRP4X{M~tN-`&fM8ufE%Eo!@7AyQ++QKHEC7x6AMHO|fUsN!Krk*q
z77cj*SBo7`1^;>0uQLG=x`625Us1e_fbs=!76Tmt8z9Y98|rTg*B^uSyU_UiOZmIb
z|8toC6oLMC-^IUUv;icb07}~*8MFZE9|1i*6a9akK?`7){iDMAl_>i+rR^UXwDiBU
zqQ5z9fWrSTPTN01XaVKbKT0nqz?b!xIuwc?5Fz{@O0PeapZ^$<e}W~yORs;?34fPf
zEQ|oC;(sKyRj9dJY62vEV~s8OUxhDY3CR^aLf}L49}*v;Z>y=6a}71EsoIq&LMSN{
zahmI5sp@b!CFMZHjg>3{a{B;+r}@e#YVaoE)g~Fe8ny)=f?+77SA&kJV$B$4vpJ(~
zAL4F=<r%O2FA9m%Owd8G4=!yEXRaRW=kDp}S0~;3XaiD7V!4yZVGi&ycl3>uE%sY4
zi`i@Yq7&Afj}xz9w{Pg*U@o7>wYW;|({P05UW?H7_HKDrg)}(=fm_F+Oq*q>Gh4Io
zBi02uz4tniZ}$tca&*+vo8@@3<|g5J=zje4LBs!%oaJ`Vxz1kZIOvIU8WW87rFh%~
z^~MH6X39Ss>L7G8Kk%F0cmK>BV+~?ZyPIzyV0{R|ZBp)$>{Z<IUal&*URjP}HeuxJ
z>#w}e!q407(z2^ea~!)CK@Q2wTI>AFs!x+5;V)MlnY@HL(@sc|SXq(E_QdL_MH(gC
zgOza+`ZMBq=Aa8gZ99&(<VS4=Ju=$PBRR*0IXIue2kRT93P4ECF=`aHA|r|=;BZc)
zD-|rNUmncv7bwWZ!x_kQ(G<ivt_hRb8jgIZsAm#A5X+hdqPi{fvt?=Z#qpYh=?o`7
z+un5TkZ|sF22c#D8FY)!ut9dQ1Klg$FnNNfYM9w~3o!hcC|eP6`I_hzmYHw#grnVU
zu-wOEzRRHgP-fUoQ!=P*o>}UVRI{6++;BN_gz=~YbTxHiGF8^2(5d@)vjD{z2`8&Z
zfCxfb;I~bwaQ~1aVfgtciq;ZmI|>ebW@?%a{Z|WWJSwVDLx0MzKkc#FMJaL;CNa-H
zH`6gPe)ELU$EWJNDZo6rSbTyrt<O23mWox3>qI5zP-a(CZ)Doj#>7p#3=-(P8j@5@
zNJ#2y$w|Q+VX&5f3JHY#nj#&&nA~yw*)yqo0aSB@iaLaQa(i-ONK#UAjl?uJLP(%2
z{0MYHX(Xm;xXkivDIs2jh`<+m1V~|lXai#ych;iM@Tx=6#Kgq%Uf>E?%OGaMh1tm#
zK`zu-`4#`CwXcAyqFeh_Qb4*JL_(Uq*>rbGNq2*EcSxszgdim?pfu7gUD6=kDV<Vx
z@EqUsitoAK{e8bXd$VEw^E|VjwPwwl&67>!5)A1uiYJ(YFK6S9Q6#LQr)bHnF3lt;
zNTD~VTC+%B?NbsjN|U}Sxkd>fCXFg_P_lkBg<_sc&{{N)*19X_XWL0FG+F*^llYMb
zdAT^*&a{Z@Xq`~<bEE(!uP)=wi68s7xc0X=T~i)LhTkRH>}X5QJKz_BFOsof<8$WW
zKSh5Lr|FXO73+#(>p@ivwIdMmsWQu<+&8#_=}6DS*dyZyqMGMK%Hqf=>|?$8(Lkx_
zp(yyTY4Pfg+G2zVNrn9{_%+=ef;hx)6AAhfKAR)W>m@_P1Y2?5R6b$C%$F#aD3Vxq
zzT)bV6oBWPj?|r*KIfCPI7X>^%iBA*z;^@tj9#1h7@raUW@aDUCVRn>HK+!;soG>2
zL6zNO6}97@lxUT)Q%W?es_u<0E9)A3Peo@xNkDT6MfJHMSYaEf8Wv`v{yBd$0rrF+
z_XYIh0*?9AzLT<O2BWG#%N_ggR%?xU39IFhrL&oDy|)BlJZv^9^@OI^7o7$2JwRH=
zhL7A0dYT!sbfSWkUpdSO95Eb8jy>L+3iv?%;M*{k-!4rBT~j2o3tr&~GRwMlp_fWL
z7q6pB*KZdJH6}$k39?)zUWY$~y>Z`N6!&qNzDS>MIv)=_vO!##?0_eXJx-&V&{D<}
z?J}+~xJ=jE)_plG+-1T{{GR0N12ZNwI7b3U^kcWLq<)Ra?hlX8-j5p=8fnfyNq)xv
z1RH5c?P+rgO4fnr2PPwiJ&p-onj7WQ#qj8zPnWp!jkY(susUtgyO3JMkKBPV5^d6c
z#w$+!s!41D<61UNU|pg{=aVhv3{+9}n{eG=J{FCSnOHA}a$y})pqn`#{9ith?~ak#
z7D2%jel`wPZpI#RrO4L1h`>V7tR6vMxM)P5BP}hF;AjgEL_da32~LB=qok8?9e<gv
znVFR%`gYQs!M9xA4}XSrW}Gt6*O=LqxL=wcK?Ho&=efAZuVWlU{c@H*)sQy~c4kfe
z6z8$CSn;(uVr$pp1Eq#pW<g*`iE21igch#Yu>x<izj1}EMTxJi1!l;r6-(^)sBBpk
zvYOe1;Q2Kx^s9v8(yx^kl|GBbbF`&G--EBlzWJ1W{!uf`F`&FTqWPWN$ZYsC1}H?{
zs<aY$LF76+NLT1-%1hs?fKFw4bK3;2yxy3qWjdpnCyEz{J~vB8S3PpKA-DNdgO`;!
zr-J>Dl2Uf&17&QHHV0Xg!kSJ+`U=x07XqRU=qCuv!W}A#IVJ{fmvai&&$CoXmYcl3
z+cf@o)D)6Mw3GTSxB-@9uD~rC#gA~$p1msT5fLTXp1{UloP3*5mZ9E{MGPkstjGEv
zM1&W1DBjpY=OLHkcb81&y5JcGK8^~Aq<Sj~3Y{Fg&P$9{G!&05&DRd4S`CLw3f${=
zidw5rZQvFYx97`s4%i7z$@sSO{qgk2RL1aj;tER8cM$hf6`i#O0*aBvo|xFDwb$bz
z#SC0{a>xNzVM9AFUEGvw=<I6qr_7?Cwy)Vu@)iu?hKHAFPcT8teE;B|uAB3;ZyZI%
zRh_&3*~2HUDi~IHR(L2mA1%~nT0~%nas&*453*V;k+*&uifG!1nbLxe&q5dhkoDhx
zdbzMWI~l6ly@9W%Mw+fA3yMg@G3c^o<-d~O_uePj_wG;Y(|`D;%5Y#6O9#2a2Hqq;
z-K%$}S4?Q?xpW~vZm7|fiMLx)9jYl@F8tNas~)`@J$Nuoa5<lkGY1+`&$;Jj2D@_$
zwzZhyrk6wD@KxUMEW)dJ(#Ef_x@N6}ZLewVvxPAW@ZXd}RuB)C$g>{{NmZsDD(^4J
zN=JZYb{<?zh|b}l3|k|{2e7jqN=V94D4gc#mf+ZMX?5MkrGn3$XR0jBta-liI?tc>
z7{2P1rRZK%VEZ7}R%E41<gLe*KFQ6`!P7*|=G2!;^h%xF!qJdBN>GIxc{obd{E;u$
zma~&U0J*#^@>7feYoJnNoc@3RsQGz}{d>NFs($aOd)-*09S}t-KpP2$d1C&4IS~8^
z$O^VUN9_u=*HNt+zDg1i##1ImX_*4;KCAh0HvqTV5`8^*C(Y$EA%(u(#e;S90fUUV
zs+_U($08uUa)PdUyCe_3cqZbxwLKbQ{5}#VyK#OZ;umQNZ@5uKO!?~iPd_k??H%EI
z%%qJ9e0>{LXF569yJ=>yq^4`<oJl<n9&gG6r+q`OTJKTnV)+_cjaxeU99|S_(?yN@
z1<M3+GrjG@P%Q=xc#YtFmzZKvIAuL5%~=OawG9}X5l?NS??MP9%UBU<f=@mV+v_uv
z>VBp?Mfnot3RFobfbZcJv)HzL>hiv+oVs5F;)C~Pk1kqvl>hoivO^ms=TjB|jK#D}
z6byzflIu0JlMFs|{5re?Fwt$#A&B37cV_exq3clKTwMk`6r8HC_ck%*@ywe%gxc9g
zc&v|@Y-78x44UYePQ+zC&-PyT&bxizOS_cL=+?#ZX`#~jST-06w(i}VbtgsG`;;!I
ze*GL@3n!c$h3^}eIig*3ZfD^1X3wLl@=OEtF!h$pm=`d6!D}#Y#tUt0RLWjHrxq)Z
zRH83=gZu7FMmP|&D6AmBHQ~rtPnE!?KqOswE-bR{*u9nW%0#e1YSKU^rZOT|!p^p)
z0h}E`L95HgSqJ?}B3XZGf_+YjYr&pmr=N7+j&Z)WMRCYdyqxZx^Vm%i?Cg~FTZ)u}
zQ5{p4GudpSKwHLlVNu&|3)+p^z0fQ_;L*JbN1-tcw&&m@PtK|PjkA0oc}JX6f8i&;
zK{${L@e#VhTq5<Mex(C9R;Va+wM?^eM6yGmHevlpL5}tVwP@zVmLzPqf*^1H`?MGG
zcM$eyEFyrNWc#@*{({4{p^}6?t-pv7r;q?c9ff=_AkZ7%^Hp0W88c{WZ8AMwudQ{z
zHYsnaDx_OyXA<w+n{K@R;>yb9ZE$&d*^w3Df?|4g(`ReCE<e8Bi{kXUPfjEY^N4~1
z3A1$ai=TX$6k)8VOdFHngz7Wckvg;lp~tut@%qmAuDQ+d88x+yN@hhu4wV@-@`8bD
zw5+NbHHiJncM$fw!mnC?K_{~(p6cxy)HSTSSf*6ACPGHY)B&4t@<NH$3&LGFeiP++
zRXQFgdSX>L=A;AfLRJm<nnm2{*%YN>kOLiVRLc1Y5lo>oKV6T2&WQSuiHP?v;OM3u
zlt{e$-jeJ-Mm#PPu;KV_I5<n-!%ranom*!^cQQSc%6aUF+yiQoGha0u#Cw|ZRbYjm
zkyY<&vtra!BvxDBDzmaD^P4%2b%l7?xKD+$Dl8G=4L<R;n;e|xw1(jz+~VLr_jr1f
zZFzELcAE*ZlPgc=a1p4-d?c8i?aIDyu>fP+7_x!$#kD>y;JDhh)q6=2Wq4IjiN!&p
z-V19Rzvjcm`!w1ou4XXkI0!m3o7X3GV!rsj3uEFiHLj3pPbJ$>cJc<Zi#6l48Q#?A
z#Is||y^o#X;70fgdre<k$1)PSi=jNlP|9LC(7PRCvypJ>fI3}ATop-XP#ADI2_mA3
zRd<^H<Scr4w&E=E>E)T3F2}SvySl%iNAOF<6mnUo<ql-$5Fcbl*K^f!Z;I)vZMWKj
zYb08pE)-eh6EpB5hKYS$0u8&GLSM0Zv+8lQK+&1H549BwbSJo?@q`Smj!jx=X{Xu2
zLIW?7hpl(*)0Yn4Ht}d)D$uW+uMI<|)YakjLwReFX|+NO`~rRu)3i#?U@y%Fb8k6w
zb01!fgnJ&KHukQ5Q=OXmM5tyHpxR!l6But@JTd>8(1!d6-_ohME$PwoeIUG@wU<tM
z#Pc-CMkjyY!)|<H%JijApGl0<UcMI+r{JZfXW$RVUEwC;4e4s6{_5^5SDUWIU4krx
zZ^D;mZ%#+F9er~*(1>%hx=PZ;K-GkFcsJW<E)0ScJ0)jbjoq7@D`|n?b=-k8J{FgW
z)|$ZMBKX0+kz1(X{ne#^PzwEuoda_KhI(UbqdT<&ppN)oxF%>wDZG$Sqm#9<);F~I
zQxWv9IJN(cA_&9`{9pf<lL8y_ozmr>U%)Z4yPvz)ufPB4_g~!q^-O<J{Fj#Q9|v0b
zd9J^=_DhO?(cT^Tk97C>f7}26Ce?o*so&cBf9d1jWV-9g-`zPl{#l3k&+4lCv*ZsI
z6_B!wjfEM|Pyxny4rW#|77z&hUsIL=l{x^$(SLjZ?sAU(rJ*8Y2Q2pg_5lDqQ+_F^
z5IKM}XTO3jA#8vPz`uen?_2}^s=vVoDDD343-GT1%D*Y3e!2Ag&4q>I-_AF`6jB@<
zcRmRJlS9iGmxUhI*x33&-)>){sZ05kDjPVtTlf%#T!8E;o!f)Z06d-0^p>Yjd7xq*
zkR!rA_LOIRAGu17*G`K{dOjxWTFvt!Oo%W}<>M#BN&^IjZ(;{@hw8G<O%5*5@t&ub
zN7p}0?APWT29rDndDmwg22*9X%djK$e4X_&meOhy+|U~9-5(6|Rn-(x`Xv`pG`_Uf
zEF@|f<9;|vc%-q$E^cc@?c2lRbI_A<)-S=niOV_;5!qn&UEP44L~H4$p<l*jt>VLL
zk!8|zn^>ZB2;MN^+9mFHLPd#0^%2l&Y$~c@X=S>NTw;(;s6tuvC{39u`)C)E{vw0t
zLZD;}k>P!?z5GMyCv$EOu9UM&C2}0$7P<&+^7p{2Ub1~c)peXcT(i&V)}5!tyr_|R
z@^msUuruE=^HVN(K*2mjvBhnSh0`39wpO5t*BO5hA#>mc?jfc1p}da2(CWyH_?{H*
zUB1CSUCf|pD$|v+pNz2gyqZlAn@pD1JS%6SYhne?Rq)A#q^?}b3%k5z`p)OYf$5dm
z*cxcx&>6{X$(GA87YU#UP}03&f;?BtktlNNV3Uo$8cWx6X%0V9$LKYZe0aDP<C^D)
zK`sDtZ*703F=I|<6TMu5(&-&Zg!?FgI%t2HcX?crx{Jjgi?;N_EGo{Q3EmxJLjU09
zV0Ebkj~~pBfkl#hv?2c$`NT7MIZrN-)7h61)vMq)<C1=R98*yRLn66EWZk^x=EJF6
z81N@gAJ*-o#FxIeT?ug%Rm|>Ph9Wws$&r@IKjyM0RYuJA1!;T>K4~zA&*qJn*o#Rk
zM8zEx3p0&-(9$uB$VL)V8)smylwGTU&ooQAm_+z2S9~s=C__$>N-|JNp!qHJZ~}?B
zh?novV+j|LYD|hqgo^#mY>piH!zZq-=dR|t!pmPB`I=qE4^v0ZpOelf4Z4^dq$YWq
zBF-oExpW*V_=%#yX1&L)@FV*G`&<tOEfXq3x)EzjMd4)(&db+)HMZI!@RXy{2cbAP
zcr<}&G@J$1pS$d^9wAtHvetfTR?zEaUr)fgZq8zxQPYe&9PB+9q<vPX<^~ntgy-r>
z@OppPwEjhpQc&5Z#O7lqu4g$%;6|{Jo$D2MPp;~P?%|6|@nNYhCGE9&UhT%JEgH91
zJ4}pRQfYajPGbtrOl}#~Z$6iMgcsP9F6uFn5oQnhmGMGj7(<781(julwap6hxTPH$
zk3e0d@P(irwR3yTFK-vU4GXWO^dyU#g+I|xbN2`ke{?pcofO1lelCy}^IaZ)EuUzL
z1gG#d%ETv{E)WW7m(YMehKWMg#lE~{b~3Y^VnFBlzAVXd+pRzK8NAy~{-uw)MT)C!
z>pRiuaKiW{jht%qjPa%#t5<FFI!wK@;p6gtJEoWx+v|+)jkU9UB8SyhbhEL#XE9s%
zkST2PRuH5V*e#jT6vi56C)7s4E$kU;`E&(*i8=~=x1UQ%Y9K0Z?WhsTg4}d@hB?9W
zglyxUQqS`Y`+vT3E{EF;v6)i%4s>Nb+_u92OQKezC#P>M(NnF*_>VTVkR={u96d@O
z2C0$!coE4hXNy!6Vp7t!UCl)!QpCs+boNv&(gim~^!*tNhs3+Ce0kr`wio*xp28>w
zsjoiEKcZ?QU*Ys6=O7+`L&Mzi?1_G_Qbd495bn4TZjw-~zvz4aQs!iqfCM4FV<DzX
zi|p}c0#~fhZ6o_27EID-<f$t%8;nFpFzQkR4yM9POB@(R?_bolmZb=#nHxQ`roecu
z7RJjX2xUoEMajxu!8eNTj++?`LY_{x#o^$Z3tp(&N6#`IDD#*sZ)t1k&DhLX&8Q@g
zAUW>ftO#123^Lq#MWN4d+?sBi#@(%IN#Ws3w@52&o^in;^e8Lzu{lSuBr~Q-3rOu@
z;eLamEjnWx`#wXA1coGapb?dNVEKh_Od@wuz9oic>uHH8XK3#NK@DksGCULP+u#Ut
z{@vm!nwH0A0hBcD8m^BZG7$I2o$#Y!sZR}cm5or{Vmvz@7@8_3$(SH24X}dx`}ikm
zoZ+}*KP`XW=WRi6$@8BNIRBdcwdia4;znmiE{v@Z{nM65T>(S#zFD$Jz22mKfo>&u
zrt@%w`h+`Q+)|n^ab24t&p2IiO`VW$FxO8|Q<8j#MNHTU*4dN$DCs1)H_1D@nY!H$
zx$ToY#TxZ{5>xvguE97&Vo$bP($xj>Hm4c$8}PSZ5;{MCkl9Jj(2vbR7c2}c6#MB0
zdB0MrgEme^?Js%wxi#FZ)X<h-pxMn8_4__&k1cW|6+H_&y0PthtSKWb{BW0t&nU|!
zAnF3|6yA*)5l@NL%IA{U;~4)4Q(!^Kjhkw<G}JL*WKPeNk+gjHEfZ$-Tbp-q*~+rE
zFPr%qn=SE-&hEzo<rDVGE}I4Z_DVY(9e*WuT#0I)2Oj52H0vW~IV7WBAG%`jF1St_
zgtL@$LSNIQizLM0DYixgg^L7T;^R)q%sp9^A;SDj;TDZ;8~Amb9;S;kSL_7KvzIm2
z{IUOyS6XO$8e1m(-o-8xw6^6{bNd3E^R+;`-dibwTTO)IMZ?p)6d0y9_faj7uZ@w4
ziI}^_OR2*U?l%~iOYt1V^zH5jGmLp{Bv#>N8hx4FW?#1}2wtfcawL#PYkZ6w?Ya4)
z!T<JyOj?SVT@DK2R^x>H_S@3@6=#wrnfXHDVXG9rl@#`f5!}V&*`=qMDe!LQ`Sztx
zE(fun+565oxL}WyGAI@p`}kDzLA2H}+Cm<p7vs)HhZ7@(8S&@GhhI}#A#vF<$w^a+
zdwmeI(x4?0h4{Wc-3e~3h2WiKMB8IsYD+1U&gbh9n_CLmY5O-V?G`LOshZGCP1vFi
zbclE7r@_3=jmwy5<Gs8PYN|!6OThhM2UViJ`<!>Gl#)!y%POo<(ELMPRnOqKK5o0W
zL)d%~*2VY2A4KN)56gVS;&qkq$e5weOjJKKOi$?q5YEaDEHMbrs76l@K8+iNILDoP
zRVEK1VtvX{o5lGOLIK^GCp3Z}l8Z6bf$=igs7Wm81O0|sfoOjn*Oh$D@bt3%#cKmK
z2kc&AZ~<0vQ}ZXl$-3Q9Tu^+q$NzcyPJQZ|1ozQW=XzXh7uN3s72M{WbK7c!&u$O*
zVouMV4-c1~ev(#8P@Wqm&d7YGB=6Y7qbl~W04vUi-i!5h;OiPgg?3kE%#;hEQ3<PH
z4ixHDRmzaCnFGk$e5KUwytPd};Y$VT5M5|W#n^d!LVh56^eiv?JT`Xd&@4xc6(=l#
z)VfPj+Ulq-9!KG{&aN{!jMlTzT?>wOdOIg*ny6U|9^L11RvBF@$lV3?9HdxqEyIwL
zQZHHBpB;Ca9H&`4LAwzfZ03%@))ei!J@`~iGaNVKD0bsEa0V}T*_^tP{=vJj0-&No
zA&Q;~f$x(+1s-teS-&Kb0Grc~Kv51K5wRQt;WAtc&U|}>tp=D%Z3dSvVkH7Dpg8fv
zTF6^8#+a{@3aPJ@(se4)(!mAw-nx~SDwU<R?nI~Hcc=cvWFF#>)32<f&<TsV5rRep
zu^M9F_^^Vy!mID1*8FQhW-qiPs1-g@+aYIY!t3oYNGdErkcfpr>zRFqu`zs%!$?#O
z-zP<##Nod?aGeas5)<#D)E-lC6eTSpH)aGqkjJUTfy!=xnr|06s5SRrQm&^_aY9Fd
z@L@Y_XSDaH`hR-lYn#L^KKJDirqwy16CH$}CYBgn;_^W&Xw^Mn9o?BiMkrBMn$>Y-
z2gwzrV(5p87hczf;yXrKjmKj&9Nwm_6A2Id@O#1a!^T^SSjL%GBu(OYZIBW9U{^G#
zBl+uF8-08XFM5;c_{73`@ii7G2h<}J5B^KeiTp5yhHR5j(JiL)_Nyos-I=g?wRbGH
z#tO^re8|P8XwO&mlO9Yhw>5?&Ec4P=v(i=ulRsa?lca<pdbYZBQlIbdwz`C@At0E>
zk;pDVs-8p<GS%zRuk+cBIi{wBLQT@U2*<?}R~VMUHc8UpwkM_aK#Py};K8!ut5}ck
z#@~$7&rQ1$xf0{e`wzY`F6X9?js@;TvkR}QBbOSg>>O{7F}xq?(@*^oW311TdnzpG
zqmoO@$YMIWu@h76QJCZwSm}gGJw9eKii0!jqN|{9Wwe92p><?e1gEw~_Z5R-naaAO
zzm`+xbt1+X{g_l)43A)%-f8T0A9B2UWPyC4daGR^PJEcEUBD{mrwsYL2@7bWenCMc
zoA;E9_<hpjL~yTdpD(jK!DP$Ke3#F@<L2e>=JnxyOFfjwZtig$WJyy!sicCc#qz1=
zzy`~dNpXL2TSRJU-SSd-XII#(B<-0&q;;bP`SS16{fifd1E?u-si=rVXR@Rj_~=KO
z{<1G93otK4GQM!Nb5Co0w+b^qWNl}Y3~!)&f%<`TLA6%3^W*8qFm1|D$GeU@VQze<
z5trb|>1SOmIFVA=rjcwt1lWYQ%ftB4D_>g7;xTZ^I=#5a+_iHoh^sNs&Kh58i>Dln
zO+P8v-4^$kYj{nNH?m1>B3;y;h7|LJuG}_9u7djnPTa4h=m@=GWP{?_Q%d7mt`Fo8
z3W<Rao_&HxNhu1UQbeg<eBC7Y(q9dz;1rnF2@^Tp*ZZh0+LqEGD}3LMo4>X6#M=yd
zbv1oFo!1!cTZgCOvokm~*sDCf3Nm>Ma@W=QR&nisbF;{wFi>;03jei=1T}TNM_w+}
zcCM;^lt=R&_Jq;y>HxlbJZd#k&{;gw<9P!`YS*vj5m_&m&lNgAjg!uDqfg9At{-`S
zDK7bB>)Z@C4YwY<|Fmh=`N8S8Q!eOMa}HT|D_mt<E1<5&y5X3J)rf1R)$^z@fqHSn
z@Um@Qs#KB_SBb39bfXrjDD8HG#gR@znfM|$r<@6=U`BymkFn1vDU$5i?hR4273nW4
zfI!>+H_3~SEaD4TC*D{L^dny)s%wC$sJT2=%tljGyF*{ZaX6-1CUNnQ_D*It6TUq^
zkH<~hx#l?6J@PqR8zh~s-8-3Z!90WSb++0{#PVc-$tnI)Kj!Ya{n=2vn7&|IZG?9-
zHl39?*<O5m_Xko-qgkyOUSHHJ4}ysh9Mx`~^yAR9o#9)B!Fn6Ax@s#pF&pMlO|=9=
zw+?w4y*RbKa{sjD$Ibiol7;JdA5_g{=?y_9^(U7+2iNt29%*I+{mlr1f-O#AhqNq#
zniP%c@sbG)fyUA-Dl5_ZAm(zD)_Ts#K1<%`*$a7{{!`iO&rU}LZj@T=dD<G7Lv*!<
z2IR6*^D-hBH})fY#v-dKnHenMi|sivEc0Ju*d<hVRrFN!4C!xyzT=`Ko{Ez$4o)^g
zLb+lWj6@3Q1a!Ew74g+jcyGvrIp`|mX7%*coZmDkE{83?IDr{YO4-#65(-95E<lzI
zI4DXldcX=4@a__VsMNmhp8~z-<)CDIMvaroP3pxr=iz5Xl=5s@A!jqMg^=6Xlkccu
zYwPVAjBv|?<S(Ai%+=(sl|G%g$+`8ZeBR@Y>QQHk+<k4F)*`yj0#GTZ@vp0*oTH)`
zzzNg62E9uJ?_YiN#Wv!$q`nLs*&1oB`_bzjJ{^}SZI>revx`4;CWRz>gu!ONx4{U)
zt%;KLLZFIHRneS$29aI?%1I_vvTfyO_DHT5n<1+VIy_-IO5*9Qdn3@2t<?P`u13*Z
z{u{Pn(n@p4!blk0RJ6Gs^1zn|r7k{bD98{c`02TPyZ2!wK?!0uV&6v}zjGMcH`^eH
zc)+g8O#@0i@aUANLtcJhNTm<aSGEcdqdJK7nP@!BGH#*sLC`_EAs#F|kh7U?I+^7g
z*81#lIvz~QJJau3ZKgDBQ{_p-6K1-3*#&oK@*~u|<)kItKfExCjo*2tN^a*$bW(2L
zgSQIq`pd&h&vq#81Y!%i5ms}RLe-<fz_E8@OB7q$TiREQ`gyKF4euM9eTr^Uq7*Gy
zX~UISU$$%vYl@c6`5~()wEMwj-Pq~+>2yBCV5LRT)*S`AzwOnzKqFs~dyiciF~0e+
zF+Xk_g2!^JW!OQcE-&CB_0b9x#Qu<gXA`s@>6R=)v5S!15zd{M<BQMR5q?Qp^s+J(
z4<D5rHm9?LkKNi}ty%Om>tK309u~P$J^Ab^CM2hcsZhtx(`oaYuBq|$@euB7%V{E=
zwj-f*dxvV1t6GXS<M{?tOV#sj9;7H+rdpi|t!NJaAc;mbHo+26ZUd(wYb~YB_9yBe
zRUQnXThKbwa530ani+PMa+Qc_F42z%4!tqc7&0KoQBC3g1S|Z0M6=Pk>(o*6LsD3H
z9V)fRy6A+spbo#N1AG3k5*vcWTrH=*BRu>r7GqxU$fHn_fmGP%k=*zOFG|%HmWaEn
z4HrmfA-R2Oo8=N9eIpFb9?6JLab0YEwCy}BOt8_=&=j*$ks=w>O|WM^9u>UPM8>KZ
z>R>0vW15JBot`9JHp>g6Y4+kZdW_ZO?z~K72h&DRW7+ndv&QMeNuN0m(Xv{n$K3l9
z<raJGdr#7<{n(3ke1_yE7D1yqs7;s}`-NZi=fCjXzzsUucCy-7@Ev+)C`dNqjT**b
zPj28@#7!B{kG~_+7&^qUdQ3ZL6eChD?VQUif=wmclW&_{p}+fLIZ?_9r#tlrlDxJ7
z=@{zCBW~J|t<K%tA9fA{^d%N4-3yBCMz8#%NQy}1==BXGWuC3;f6RG0?w;&zJBvK>
znsfRiNB5ay`2pK3(Jgs<bn(rQFkiha)3)&2>bmMNJ!sVWtz;F0WOMFZQ+Bsgdyhce
zli-@RR{f)?jc_h4%BQLiI!q#+6C>Wtk??k#fmp0x#3<`KzBaXLXK>GSk<2v(kHRLt
z<1%!xb}4M^S_@f(5oS~dLO^QSgT`1}H}x6TL>L7nDoUtE-wecv8n6y^FQ6-r8`*Bn
zs()##%O6*i&{-+B{bKhLV|0TpF;c#%G|_5~hM=qyO)H2M&(1CV>M)ea`*8n+xasO8
znOard!Ph`R>e$oegq%yMWM{NXa9zmurk?J88@GnsIG;qC3;*E^pO$wuKW~)Xy8e~3
zWw2PfI0c3R^_Fq!M^c7_5O8~2tEQh=KV}09qQ6};u7x2U^H%!UW<*$!Zvus4g|ca+
zK_+dAOs#M|Bg#U=d`5XE*>F1DDTP$2tzHgNvqeXWFO}-X4Qn<*Xz<tm5S}BTX4kr|
z&h2uiW&vrM)NA<gsg5EA(x%&zI&O!h)3k1F=tP~YsJ#wwvw7Ux&Uuz2FO?%~Vse=$
zodshBA|w^9*nMbCt$mjTQU*nS;DS;Y8e*cIIzGH^SOubYfta;#DJHx6wTK`xbEs*Q
z6J3cd7UdYRCjC-UDeY-n1YLWI+H_rmolTwvU>+uW!l85wW&<FEc!qdgMRDo{BZN`e
ze1R|kPRYNztFo&>LLF<qrwZ{?u8JMtAL3D2#^nv&Bsi(}jm&zr3Q<#5v)${8Z_#+7
zw}-HZJ<g#hO54ZDYx{?aWT=aUI%5m>^Y3`3teLQ*2qbbc5z67yxBBVcW$K^N(gW#R
z@Nmg+-3_Qb%<A;ZIv6_9bRVl@2piDogJOLH+F}tnF!M+#$JnEUt^D1r*k2|v_V-#4
zTDJLyRDKqO=OtW>T-4nW9~l}$hD=o>=GSEMCZdc8hpV$hNp;fXu9-*HlG>zIm~M4s
z)~&l+5bUP#*hKNov2DG&%IlaaS6#7%kWZHX$iQ|xBB9lEGFm`8noU_cH-++_PO_<r
z+?wJ!r`QU9+}ANV7Q{7{LEX5K+~Du_#zS#3V|5@J+=ss#QSf#T+r6@(R!6wFRCNcE
zUYZulh3VBXC-+0y%QM~D_wk3Dfm`i$JPI`|NU^Gbsg%VKT4b-ew1qyxwqx92lNC}3
z{n&o143)G0K!BWqG#oezQiy0F_K6Qa6W=q$k1|Qb?)-f?=t@oe2u7J`CBknfCQ(9A
zkz+N|2(ItSqD5My@su*g|83*U?wQT};+eFO28~FMKW~P7N!|9=v}v&p@8zlTmRv-a
zl@ZEgZquIp7c<iXNwL+QV%h8TLA1y|7n~vU1wI?C{pcQ;2ZVxHVhv`a`OrRewu0zC
zc8wCDTm)g$sy(8^7pw*O9T!n$5=Gm1b6f@!wc<fe-PcYIZ{@f8E#OpMqTeZ*xzN3X
zd<jugL|kzfF<L9Tq(#0cigk(XlfNJveNqt+#Mr#8l6rG$&z;8hSdKKv6uC_trL8=8
z@%WamkzZ$k+4Gp$vyZvn8gGvIG3qUlxp@uqrYUM~5h?g!x!9?y+rQ_Ak5LJ!)dw11
z48{5%EP%fXiL-$qf0dyDf*Aj00i=;NH?+5LurYBYQ?;=-B4Z%4H@3C0cVy6aa4<Ku
zwlcPMgfJS}7`i_DWjqADn}4zD8<NQ>k*NVuoQy0ij9@YaCw+TIcQSbqF`zP)qp_>w
zUrd~L_NY74Bh6ha|AFuPrGLUATp(r^HfB~9AR-j7*?={enW=&Ie<<&Ksee-b2m0kR
ztO+<*|FUfUo9fPL^TOQG(wOXLPZi0S<n3*YoD7Za$$rWY0K)dh`i?gCfcrMU^K0MS
z##%(*(U=SfjQ$DA+8EvKBmUZ#Hg<CXI^aOY`ES2>K|y(-hWcOVeZOW`dt(#8vc}1Z
z2pF>dy^*m&AYcfY3E5AKm6@HB4Pd+5$gKZ`0p;o0KtKb3$G~iWuk}6b?)ZJWJ6@m|
z&~Ll|#twvj-@`cB07voPFrW=E5S05n#=!;x1NP#(?LYGU-1`j!1Gc=oLHT*)uYUXk
z9VcM#yVnLQGc)8a(D?7XU`_}pP!8xf4Cn{Po$vhL>6n=T!h5{TEMPXaf9Nmdem?*@
zR=~LV+xb|)?Ckfi2MZw0{We%RK&<!MVC7^7-2Hz)A3z8At>42qS^kh27(KxM{yrT$
zFzUZ!5EjT?5vjZFuj>J{`-gl0-5=uzVPONTpuh0~*@5qZrhmhjAuJp~=)gS;!~)n-
z|G@5|PVTl}vVfS`?}8tG!<d1D0(Ze1zte$#237nW1L!~;_pcGa3%S={z+r&-{(J#3
z16Jif+F%2-+`GOYX7C^L1>j}AGw%Lf761d^pZ9lt1JeH9qXUNip3Hah-M=0H#(B5Y
z{N4r!5T5Y|#(7tq?sqy)=KJ#n#LNl0e=mT6l@qY4|HgZ_ZUC#z?-)RL7xMD=Hoy>$
zKj!@%#(AF(INyDlfi^(*=MZoQG6MlVzqbJ_Yj@5BzqJd@KOjlPeT)rAGjSgS2H_qC
ztT}f@)_yx5$IoDsdl)mv{d*7$1m)ZX{NLlfD?xS-V*}l#^7x&OjrIOK0CH%s0ckXT
zrvuiyKV;?vasIK!a)R#Sb?)<W-d{_=oM4te#u-@tfD|3~c-g>^`!aI^gMW|iZrz34
zlNrcH4Xld4pAW!*<^4X!{>L)~c$TpPW#oR71;9A&0;KM?Uu(o2cK@Ef!|u;#00Tzm
z4_;27j@@79bF|ktw=}j#ynEs+nY#mzZonr)(Z<G+49Lj+^BFE_ZDK<PjPBh-UQ&ci
zlZ=N=A7pI8Y0PTG3^6n@GUNms8nUn&8FR7&2~P|`hOB&u|1-(IJY*akfp0uNAM&is
Q94yT2h?JC~a$<=82Pn6({{R30

literal 0
HcmV?d00001

diff --git a/src/test/java/technology/tabula/TestCell.java b/src/test/java/technology/tabula/TestCell.java
new file mode 100644
index 00000000..384645b7
--- /dev/null
+++ b/src/test/java/technology/tabula/TestCell.java
@@ -0,0 +1,46 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.util.List;
+import java.util.ArrayList;
+
+import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Test;
+
+public class TestCell {
+
+	@Test
+	public void testIsSpanning() {
+		Cell cell = new Cell(0, 0, 0, 0);
+		assertFalse(cell.isSpanning());
+		cell.setSpanning(true);
+		assertTrue(cell.isSpanning());
+	}
+
+	@Test
+	public void testIsPlaceholder() {
+		Cell cell = new Cell(0, 0, 0, 0);
+		assertFalse(cell.isPlaceholder());
+		cell.setPlaceholder(true);
+		assertTrue(cell.isPlaceholder());
+		}
+
+	@Test
+	public void testGetTextElements() {
+		Cell cell = new Cell(0, 0, 0, 0);
+		assertTrue(cell.getTextElements().isEmpty());
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		List<TextChunk> tList = new ArrayList<TextChunk>();
+		tList.add(tChunk);
+		cell.setTextElements(tList);
+		
+		assertEquals("test", cell.getTextElements().get(0).getText());
+		
+		
+		}
+
+}
diff --git a/src/test/java/technology/tabula/TestCellPosition.java b/src/test/java/technology/tabula/TestCellPosition.java
new file mode 100644
index 00000000..476168dd
--- /dev/null
+++ b/src/test/java/technology/tabula/TestCellPosition.java
@@ -0,0 +1,45 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import org.junit.Test;
+
+import technology.tabula.Table.CellPosition;
+
+public class TestCellPosition {
+
+	@Test
+	public void testHashCode() {
+		Table table = new Table();
+		CellPosition cellPosition = table.new CellPosition(5,  5);
+		
+		assertEquals(500005, cellPosition.hashCode());
+
+	}
+
+	@Test
+	public void testEqualsObject() {
+		Table table = new Table();
+		CellPosition cellPosition1 = table.new CellPosition(5,  5);
+
+		assertTrue(cellPosition1.equals(cellPosition1));
+	}
+	
+	@Test
+	public void testNotEqualsObject() {
+		Table table = new Table();
+		CellPosition cellPosition1 = table.new CellPosition(5,  5);
+		CellPosition cellPosition2 = table.new CellPosition(5,  6);
+
+		assertFalse(cellPosition1.equals(cellPosition2));
+	}
+	
+	@Test
+	public void testNotInstanceOfObject() {
+		Table table = new Table();
+		CellPosition cellPosition = table.new CellPosition(5,  5);
+
+		assertFalse(cellPosition.equals("test"));
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index c385c4af..8acf2745 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -35,6 +35,34 @@ public void testExtractSpreadsheetWithArea() throws ParseException, IOException
 		}));
 	}
 
+	@Test
+	public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IOException {
+
+		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+		
+		 this.csvFromCommandLineArgs(new String[] {
+					"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
+					"-p", "1", "-a",
+					"150.56,58.9,654.7,536.12", "-f",
+					"CSV", "-o", "outputFile"
+			});
+		//assertEquals(expectedCsv,);
+	}
+	
+	
+	@Test
+	public void testExtractJSONWithArea() throws ParseException, IOException {
+
+		String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/spanning_cells_basic.json");
+		
+		assertEquals(expectedJson, this.csvFromCommandLineArgs(new String[] {
+				"src/test/resources/technology/tabula/spanning_cells.pdf",
+				"-p", "1", "-a",
+				"150.56,58.9,654.7,536.12", "-f",
+				"JSON"
+		}));
+	}
+	
 	@Test
 	public void testGuessOption() throws ParseException, IOException {
 		String expectedCsvNoGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv");
diff --git a/src/test/java/technology/tabula/TestLine.java b/src/test/java/technology/tabula/TestLine.java
new file mode 100644
index 00000000..efe7596a
--- /dev/null
+++ b/src/test/java/technology/tabula/TestLine.java
@@ -0,0 +1,71 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Test;
+
+public class TestLine {
+
+	@Test
+	public void testSetTextElements() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		List<TextChunk> tList = new ArrayList<TextChunk>();
+		tList.add(tChunk);
+		line.setTextElements(tList);
+		
+		assertEquals("test", line.getTextElements().get(0).getText());
+		
+	}
+
+	@Test
+	public void testAddTextChunkIntTextChunk() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(3, tChunk);
+		
+		assertEquals("test", line.getTextElements().get(3).getText());
+		}
+	
+	@Test
+	public void testLessThanAddTextChunkIntTextChunk() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(0, tChunk);
+		line.addTextChunk(0, tChunk);
+		
+		assertEquals("test", line.getTextElements().get(0).getText());
+		}
+	
+	@Test(expected = IllegalArgumentException.class)
+	public void testErrorAddTextChunkIntTextChunk() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(-1, tChunk);
+		}
+	
+	@Test
+	public void testToString() {
+		Line line = new Line();
+		
+		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextChunk tChunk = new TextChunk(tElement);
+		line.addTextChunk(0, tChunk);
+		line.addTextChunk(0, tChunk);
+		
+		assertEquals("technology.tabula.Line[x=0.0,y=0.0,w=0.0,h=0.0,bottom=0.000000,right=0.000000,chunks='testtest', ]", line.toString());
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
new file mode 100644
index 00000000..6a953ad0
--- /dev/null
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -0,0 +1,100 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.junit.Before;
+import org.junit.Test;
+
+public class TestProjectionProfile {
+	
+	ProjectionProfile pProfile;
+	Page page;
+
+	@Before
+	public void setUpProjectionProfile() {
+		PDPage pdPage = new PDPage();
+		
+		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
+		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
+		List<TextElement> textList = new ArrayList<TextElement>();
+		textList.add(textElement);
+		textList.add(textElement2);
+
+		Ruling ruling = new Ruling(0, 0, 10, 10);
+		List<Ruling> rulingList = new ArrayList<Ruling>();
+		rulingList.add(ruling);
+
+
+		page = new Page(0, 0, 1, 1, 0, 1, pdPage, textList, rulingList);
+		
+		List<Rectangle> rectangles = new ArrayList<Rectangle>();
+		rectangles.add(new Rectangle(0f, 0f, 500f, 5f));
+		
+		pProfile = new ProjectionProfile(page, rectangles, 5, 5);
+	}
+
+	@Test
+	public void testGetVerticalProjection() {
+		float[] projection = pProfile.getVerticalProjection();
+		assertTrue(projection.length == 10);
+		}
+
+	@Test
+	public void testGetHorizontalProjection() {
+		float[] projection = pProfile.getHorizontalProjection();
+		assertTrue(projection.length == 10);
+	}
+
+	@Test
+	public void testFindVerticalSeparators() {
+		float[] seperators = pProfile.findVerticalSeparators(page.getText().size() * 2.5f);
+		assertTrue(seperators.length == 0);
+	}
+
+	@Test
+	public void testFindHorizontalSeparators() {
+		float[] seperators = pProfile.findHorizontalSeparators(page.getText().size() * 2.5f);
+		assertTrue(seperators.length == 0);
+	}
+
+	@Test
+	public void testSmooth() {
+		float[] data = {0, 1, 2};
+		float[] rv = pProfile.smooth(data, 3);
+
+		assertEquals(1f, rv[2], 1e-5);
+	}
+
+	@Test
+	public void testFilter() {
+		float[] data = {0, 1, 2};
+		float[] rv = pProfile.filter(data, 3);
+
+		assertEquals(3f, rv[1], 1e-5);
+		}
+
+	@Test
+	public void testGetAutocorrelation() {
+		float[] projection = {0, 1, 2};
+		float[] rv = pProfile.getAutocorrelation(projection);
+
+		assertEquals(0f, rv[0], 1e-5);
+		assertTrue(rv.length == 2);
+
+	}
+
+	@Test
+	public void testGetFirstDeriv() {
+//		float[]
+//		float[] projection = pProfile.getFirstDeriv(new float[]{0.0, 0.0)
+//		System.out.println(Arrays.toString(projection));    
+//		assertEquals(10, projection[0], 1e-15);
+		}
+
+}
diff --git a/src/test/java/technology/tabula/TestRectangleSpatialIndex.java b/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
new file mode 100644
index 00000000..1c05daf1
--- /dev/null
+++ b/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
@@ -0,0 +1,21 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import org.junit.Test;
+
+public class TestRectangleSpatialIndex {
+
+	@Test
+	public void testIntersects() {
+		
+		Rectangle r = new Rectangle(0, 0, 0, 0);
+		
+		RectangleSpatialIndex rSpatialIndex = new RectangleSpatialIndex<Rectangle>();
+		rSpatialIndex.add(r);
+		
+		assertTrue(rSpatialIndex.intersects(r).size() > 0);
+
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestRuling.java b/src/test/java/technology/tabula/TestRuling.java
new file mode 100644
index 00000000..b25a81a5
--- /dev/null
+++ b/src/test/java/technology/tabula/TestRuling.java
@@ -0,0 +1,111 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import java.awt.geom.Point2D;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.junit.Before;
+import org.junit.Test;
+
+public class TestRuling {
+	
+	Ruling ruling;
+	
+	@Before
+	public void setUpRuling() {
+		ruling = new Ruling(0, 0, 10, 10);
+	}
+
+	@Test
+	public void testGetWidth() {
+		assertEquals(10f, ruling.getWidth(), 1e-5);
+	}
+
+	@Test
+	public void testGetHeight() {
+		assertEquals(10f, ruling.getHeight(), 1e-5);
+	}
+
+	@Test
+	public void testToString() {
+		assertEquals("class technology.tabula.Ruling[x1=0.000000 y1=0.000000 x2=10.000000 y2=10.000000]",ruling.toString());
+	}
+	
+	@Test
+	public void testEqualsOther() {
+		Ruling other = new Ruling(0, 0, 11, 10);
+		assertTrue(ruling.equals(ruling));
+	}
+	
+	@Test
+	public void testEqualsDifferentInstance() {
+		assertFalse(ruling.equals("test"));
+	}
+	
+	@Test
+	public void testNearlyIntersects(){
+		Ruling another = new Ruling(0, 0, 11, 10);
+
+		assertTrue(ruling.nearlyIntersects(another));
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testGetPositionError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.getPosition();
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testSetPositionError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.setPosition(5f);
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testsetPosition(){
+		ruling.setPosition(0);
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testGetStartError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.getStart();
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testGetEndError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.getEnd();
+		fail();
+	}
+	
+	@Test(expected = UnsupportedOperationException.class)
+	public void testSetEndError(){
+		Ruling other = new Ruling(0, 0, 1, 1);
+		other.setEnd(5f);
+		fail();
+	}
+	
+	
+	@Test
+	public void testColinear(){
+//		Ruling another = new Ruling(0, 0, 500, 5);
+		java.awt.geom.Point2D.Float float1 = new java.awt.geom.Point2D.Float(20, 20);
+		java.awt.geom.Point2D.Float float2 = new java.awt.geom.Point2D.Float(0, 0);
+		java.awt.geom.Point2D.Float float3 = new java.awt.geom.Point2D.Float(20, 0);
+		java.awt.geom.Point2D.Float float4 = new java.awt.geom.Point2D.Float(0, 20);
+		
+		assertFalse(ruling.colinear(float1));
+		assertTrue(ruling.colinear(float2));
+		assertFalse(ruling.colinear(float3));
+		assertFalse(ruling.colinear(float4));
+
+
+	}
+
+}
diff --git a/src/test/resources/technology/tabula/json/spanning_cells_basic.json b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
new file mode 100644
index 00000000..b644b940
--- /dev/null
+++ b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
@@ -0,0 +1 @@
+[{"extraction_method":"spreadsheet","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897994995117188,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.789444,"width":121.92678833007812,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663330078125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37112,"width":46.73773193359375,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.789444,"width":121.92678833007812,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663330078125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37112,"width":46.73773193359375,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.789444,"width":121.92678833007812,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663330078125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37112,"width":46.73773193359375,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785079956054688,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785079956054688,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785079956054688,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785079956054688,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785079956054688,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785079956054688,"text":"1,693"}],[{"top":236.53293,"left":119.789444,"width":355.31939697265625,"height":13.102462768554688,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.789444,"width":121.92678833007812,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663330078125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37112,"width":46.73773193359375,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"spreadsheet","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66310119628906,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.4141,"width":46.663787841796875,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
\ No newline at end of file

From 32970bcc5659d629dfe6cddda58898ddfc139b4d Mon Sep 17 00:00:00 2001
From: Tunde Akinniyi <tundeakinniyi@gmail.com>
Date: Wed, 13 Apr 2016 12:39:40 -0700
Subject: [PATCH 090/364] Deleting report..

---
 report/report-assignment5.pdf | Bin 410146 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 report/report-assignment5.pdf

diff --git a/report/report-assignment5.pdf b/report/report-assignment5.pdf
deleted file mode 100644
index c1483fd1d5f4a521eccb9acbf50458e4ba209c77..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 410146
zcma&NV|ZoDw)h>a*hU8{w%xJav2EM7ZQFJ_=-BF59XlPXlaAl)efGX*pL_4~{_mGr
zwZ<%r8l_R|SCdR$M2wD!o&}a{@Zjd)wCpy2W^fpm703v*Gqi-|;Q=zpnAn;*n*-TC
zM2bKLF$-&F6UUFx+Q8XF#Kg$X*aXPO2kYeQXkuUk>kc}lqv5tL=IT3AM;X;BL&XY>
z?mCju@GaUVhBpE2X@6hD!#^{BWl#55?5pwjo=M?1xo)jbl~n;Jma*tDCiv`;F;QA>
zTd+?tuamw;7Widc6IGlONu)-iDvi`Md(FmKv9C~C4HI?G$y1)Gk^HaGD%lt1bL8~W
zt;V8agv2gg^2^myk?CpH1wFM4cB?V(?FqN*q=z!^L-T$`QQ2g7VSJR<iPW|$)??ir
zh9SRmo=|k?Ru2|2i2PgzzUOV&9KxyU)>E9F)Sa!-<fF<2LyOFW&rG8j&#^`&RrelJ
z%oxDtNE8kvHG6}Q4<f=PnZu*mm+bO@V2I)fCLFUya=J$=l1_&-BMTOyyqO2Cr~|GJ
zM2I9$2lY{aWJn2!qEQmJCczXuA-aNwaWG*8qRx%ckoLh?ihlgG;_h^3-%084x_spD
z#(o2Hj2w5QD2(Jb;p7^lugWc{J`sMAYrG*8lxsZvc-)+k@;=%&ZEiHMBC#G(;MRXT
zbeLuJ{^9=ePAQ{{<&cCyz;mxm{#nm;LT#h;ohP2wcBY_)$~V@7E0VV|+ic!=RX8k%
ze_^7%FD}|N6@@51@kgb;xK5fZ>ay^a5&f3jl@hy#c60`VIC*ZD`}OXQ_mxL0>lktr
z(N%_sNgUGbqZ!i3fC%5d0Spxlw#-;Xi3KIW**AZF-=&A!<tme}KN@#m)7^6S9de6P
zNT<VCE~!B>j1x&1F2{aWf*7Ml@hT9d_%P6`K>)#`kVa52{AK3)51`TBd1XAJ!IBj4
zVdPjy13ZET?NC2W;iPnVFLqmg?Ob#j$$kB-S9AD))Jp@b7{A5+F%O_@>9=}wgRX6*
zH`*j;kci1T;|x#+FjTL1PFLI%MkG}#x_fi(Oi2?QSqzu`+zG#2e#p|9e(O4ac4gz2
zRVUU7ttSp-A|i*%UYN%g3?``}xYCzIfe81-RFQ;l(mmCb$Q_2rrLR+f!>L6f%f~G2
zp{xB82f3gm9tG5xXRWRl(PT?Br%|;}(#`}M)wL!mNH+W=9ZFgQQ14BlfonqbQ5_Kt
ze1}!pMdA1n)!a!kS@<KyQy-JV#h(<*;qz#W7A#n+%a7!IKOE@qhCQ^neYAn%p3}rQ
zLLt)jOw=Zhto9g|;jro3l^w!$+074NLIn@GWr0H{VYHYBktT!)+=K==(Qd+voC-$a
zQVuZ6CSwJYltRfZoRan}_NaxFaHhDkUBp@UaImvgYq2#yOh%SCtfQvSH#Q9UtiIm<
zitIXHIdk1`J2UM<>G`&1b78+R!7%Lwd73}Kq&@XxsIaru5Twav;d^<ngjN-@c7&9%
zAQ*_nqLp&Yf>pViDVI6$GD^w^{|gv2<`L5o^}?53(h3?^wkU6HFX#JfinwXWrFNk#
zViySy1S5KV8vHB4mj!UzkgJ<HP*Y?RzIuk~X<a@pug@SHxDNh~kR(Z|_M`0MMyLt|
zkryaQ@rR???n##eh--ZcifTCfMS)$d*Y~r7;wP{-$%zeL144+XC3)q4kTFJ>i|I~6
z@`~vxLQ-34xt<}b5~O)RmOw*@eICWURm*a9VpwQ?_UW`RTYEfVTWhVuoLS78@*LCk
zzNK(wDVrb?a?8ubvRF@!*&J6-Ji(58zXl;`@<nANG$qp{h}h8sF}<Y&w;0Wbp;oVt
zkyS)QSW8(lfr+8n1E@-Aee#KkMi#QAb;M8c3^`NKO>qFlpOJ@!2B0Vi&n`a^y!trc
z)2&FdBXBv@*ksZeyH*zufvA4d>dLJX2wQWVaOFL_b)C9cvg?cyFO>$E7K#9Kv9?d?
z3PNWo6HC9upNw!t(y<|jF4O8$&dv5CLs2wFIznz;oPD2BdA9s&4z<H=SeBpbkRe~q
z^aw)n+sA_sd89M1p`KlOzD+1ZotNI<GwZ^(>p=i5I;O;T;hJU?CWQIuASwOz$P?=Q
z8!-%auCqR<B4S!{?^|$S>u+CZ_=Ax`Xa5kK4WrF~xk++y3n!#mC{L&a>cYTpNVM>?
zAL3;ENWkqCJtZuMs>)B8Y`ZaD_!qurAJL>?m^l4s&W?iYF{_o&E;UJjwHGF@*#=#s
ziZ-TZ2+O?3<X?@yyjpeX*A{=}Z`WFv;C+_Ipt?c;JZ3<thcc2+e*tMlhIHxDh1TlO
z=-F%*aF1&9XlOGVzwdba8ds)(ykLtA2YESiV@~e?=_#y>>=H+s9!vPupX};~%UBf{
z`SI0!yrT-Mk3V{lkVgh*)v0K4T|#I-Qf4xo+c5@eCW=NeDugVRF|-J*cNYB)@Sp_q
zvn`h)NksFp#BRC?0j1Jm`6HD2VHKN}^SSAe?Xn$CVC2`+sXFT7!fhcKYT|koH&D6G
zbM`zrCk<=T8eHobf;wy#)0R;6*#)JM6{hNQCb2{h{b=G&1NcOBQZaU;yKzZY+D1+U
ziGVkYdVZ)x%^?%jq*a(;lafXHYTT84GFYl6{jN_WwsU-+?y%Ry8vU@Ql+An!>b)%x
zFyP&D`K>3g=Dh`T80qJ6Kbz0q6nt8ODMz4*W{~6ea&|@0<LgKA)BWxdsHlrUFHTVC
z*p^yMuOC^{6}FSbBb!G)uY3Tat}M!_;-enf$eih3W)u-WG~lWJ)<&7&w&w3s{XnEa
z@)2)ct?!o@YZ6y=+f*rpr<0L_vS~vaOmGY;q<jzvDNxr=O;d5uSX?!^U6518O{C;x
z4wMh(b)}c%1Y_&&d1Q>{|8)i16~HNJ^}94_h_A=n8ezEoo6sFxFLW(!8=tO6D_@)4
zN-}k?msY{0aRB^Ht{SwLg3lc|enni&Ama)hb(-|BLeDOlDdHd-b;fQcM!j;lL#Sqd
zy-+uYI7{GqL1<tluL|itn-GytO~LWy>1omn2k~1blzf8JV9(21T!&D!;Z<EZvHbTR
z(_gI?at?WMcvrcdR;LZhD~lmLhW5U|i6QwHlqbjcz=bT@hM8L{f{|J=N_(MOS7fH9
zMx!n`(=L$;M^Z!6-jOy|9_Is2dsZHcD9%_$p}6_EpVj?dM7$+dANMGf<qeMH4ZS0@
z2<2-8dN_@a81llmFhKML3M6O^h!K+r^<NL5nt5i~42~MqdtcL<dy95Zlnqn2LiCad
zXXa7N?SDDBmwE`Wdq3St2Cw;_t=60C_xJCm^|E{Qzh&w0rZpAQ&sR9D?jPq%33&ok
zt<0IugKir|LP$a)@sr*HXc%n;(Duiuf3Wz}UoSdh-~)9@9^~Z9Gg3iP!Yl?`v_<*R
z2q(7^h>@v$Kc5YhsY;p7_GgewgN8+BII6!(8bDOK2F!w)Dhq`32!w0!B%{~+k%ph(
zl0o?76vBcSmG*o|qxN%>ET`qeGb1+rI;^D8Z>67>@RF1gp8lzegpBytLZKbtZGZ|T
zV<%ZEKQZ1f57oikSS3jhRhtVDzSKq}A{xKYvZ_^2gr!l>2-kH+>PWUGFjew;<!i%{
z=74=-Z+H!vF-9)J)<!<RRsn}bzPWgfdKWT=WJC_qMHWD*271}6_(-qe+gODLqn6mk
zP8f`mK=_kvfFQqk`_W*#4~IW!pnbzap2|Exg%oR&QBagEO?wh29cXGt#{(z`BU-%*
zkE0LL*LV8iS|J(8jGbxJfqJuP8SgJIwWxr@C6Qk{1q9VOy++0*jdx2&Nnq3kUDn1M
z#QAFGO0^)gWP&MJL8%=)h>9{Up(Ct6#8%XBJV%|rgV-fxJuc5LKr|{q#YydYk{BrK
zQE@r5wY0nwT{;rVq#2w^v#{E#!{C`dZ!KrhU*yjm+TSgh&|37ABdWN(B~L_D#aMz1
ztIWD!%Z(Q#)aih$(T8*wa=#r)W|Q~sl+su7bDoTTcrYb;zM@_L)vJDTrjZs-M6;lN
zQ(rS1Qq&$u9JA`SQMo1$@gl^o+qrsf`L<TuR5?)#jpd$<tbp#r1SRAuT9<!erD}g6
zi%EL`uNXjt*dip9epCph55&+2!7N6wP@jGH={3k^%&VOqz<dW*c7`}z$3>JFj}Sgo
z)vA^gaO%2NXd2DTbeN{V-EGBjOK`XLYoYFe5ht0_d{lr(6K4`_@TjP%wEdg=-B6FW
z<9*xX0O3>+qOdBl3Aoka+FrVc(BO%bX>QsmgMuV%2n6xuXWY-8Yk@q+ib(Bi;p-A#
z3P-1gs^b%&ePY5fW6bu7fGnN|q`FC7gnKRXj2Eh}h++b)s|SMthECImG!=-Wg%+^F
zr|^KHXZ$2wb8H2Qf-;=ydq@NTD)K8C0|cXhKQ=r%NUXMbtabr&fachpeGx2b<Y;xa
zP)K!O1ZJdWEdDBB-khcCq9&caAOihv2;0-cy2VuJrQvd@V~hAGo7p1UGm(s1`=$Z(
zIzZfo(FNHIL98b*po{0-0zp;RZOyg2w>-<3@Nk#?)YWwYlg>T3c$w7{ai3tsHW3$1
zZC+WaAs5lk@ZOq@{EP|_mCSe)eZJRHW-@gNR^3Kb-VWK!{g;kHsoEFA7T#n_nP@l5
zFSuz8(|o?(RCJT9R!reyN!Z(=?vs+KlZ{$Xt>mH%jWQC()@?|%EU2LKfUzqAMz<fs
zt$`D^UY*^c8#lus$Cktkj`nu}ISiMW_&F{G1>=$~1x7HU;96MG^v%wzZ?H~5JNd0W
zSSKFy_g?fcd-*}(orfGFO~K7XV^HEDYwUCE)j%N@s4B*>OmSyph3a5wQi71^Vpt}=
zjZ3$UX!8T??XS1zbXu3KZrnc#oV%NOkwkaeVec#siooHKbHf8j2_>wF2lmAn2Rp4M
z_vS$I2q@I;43S>GiGax;Q1JAE%W%V`5=m1Dm4?&llQaej<Ok+S6@akbd@?aKFu+9q
zX#i$@wYc4`3FIocZRHdNwWZ{Q(B_}a)yx+eqAgzw)uQDzsKDX<B-~Au<@*L_LY=h%
zYfxA2AGge)G^i{Ksf7-|QdoMb&8Uib3yZeU*IPaB1=VZ5jfT;|tB%B$34uszQWBKz
z0Nk`VG{a)THO~W1dw5<;s_5vl%JqEi<a~a*nLQA_pDJ;gkz3Y8!V?%~!j|k(X~)8-
z+)p>`Bm5=&<yftfz!K##+!)%T(%w@a={|SIwXm<|iw_Tb>9B-Vj-WwE8^oY0W<Na%
z3!cFcH}4ma&}%t$%-?Chc;U%~7JOrVI|(c=8WPj~q!dCf_N<SYF)Y#Y1U&$JUSbqk
zHzivCvBxypI|UQPi_0yDrUJcU9e@VSy1-*Gq2&C_Qkic6^nqK%<7!{cy%$4c+wSvK
z5~9eUpUqbDS&hU4)RB8Hyr-FP0Da2(IJQ|%jecO~#<x&@-CDO%@9nHj{cNph`+4#(
z@pkP#7X7FA7bW9xSU6=3T_tVGx`ex458TpTsM8et+HEEYN_mOTxge98cv#o=;IEUP
zL52E2wwj|h6d=vWLXrzOVOO`Dd(IC(jlQwLq9<E@kwT8KA=RjGK#YK71Pv#Jn)ko$
z8B1cFpJ5riMA)P)nnCiXKYZi`VWQcRzoH&R0YNf@Qe7ssX4W`03Z=%Y1}|J)d>49R
zHPGkyiG(4of&)2?JSRFAwvwtSPoiTQLIQzd<}s<`craK9Ck|`*<+jbW&sL_T%Bxj-
z+I|#+0@#dC;Oel=#VLa7goG3Mau*B|xN6WYagi_wYqfBBs1;d>60m8A@cy9h=NCjv
zXmbO{OnsvbMl71d*P%S6@C^f<q|%gmjfE9Ywepn(#$)i;IF)D2&E%j5*htYYE$b?s
zYKQpV&zkiZB=yeq+nyUR76mZsPoW8!K}PS!7zxv==I^q+YfNz)ri=6ds1b2^N+}z8
zd8Dx4XG2JsP>AsEA@!8vM|{`=-D}@6ru9o_j8#G*oR*a@1kR`R-iyg8PizLQqnnkK
zt5ipWPce#RU6(7u+jL>f*jt0}017hxD0(EtDFksoaY@AGVmkHhJcN`i_)%R8xs97A
zy>R<ME|B+;Wf0{_6apnS#8#980We5ie%ZVJUB?)^7<3f+lq1@u57}ebBnaa3MsbaJ
zOBf_VeRoBb;0@v5R%mb~b$^`>;q^lukt^y|j-uQsdWoIIpp#n+iSDe2V`(_F2d=|q
z1Y(HWccIb;GTO*5UPm~OY)UX0QN}A(c(-?N(lP4C<WwV9+j7INM~M*b%(7~gTWRgP
z*JOHI`cvMgUvARXMnuo+voy~|ee-__p91)+koSS3-UhgYV3T9-|6*mVblN)?rU1FM
zW*3Lz*(+ZK7=<$bq!F2Vu>P7u@^;O^er%1$Ohbna+RT$#CedDuMu(j|*uadfOjj`g
zJE%z@JCgvvOcOTeJwu8EhNDbAiQV%l>1+{d!+p>Vo@I#CE5!gWCM+;)ci?>2A1r5{
zfEaH13I*TZ5yg}m-5ySMMNzsR9DT@BchQAYe&a{iDLe75$UIaE9U4-*`Tz<^P+zb-
z;}U^>q)R-96w8Qq0h*V3z4ic1XJ9avi`pH1!emqcN=x8oiADf><TW`R8_F^bsik`v
z%2W`pg!1?4pX%QNSgVhp?|65g78r3g1lb$xxFg>*-4hTsCaqLH=dg295z8&)I;d~;
z4(CUge=8?^zWjBU{t5557!f#BzOccpf!Uyrt%U6|B&Jhx2gW^#jZ|MnX5k2^&milG
z3utbKiu2on$*n{)Z?|YkrEfBCl{q3F)NPpsnLE^VQ*Mhm^$3FHx1lJx2k;uOel-Jo
zF6<>=xBe7UJRQLwg7b1*k&>*dg_w+A%P^1Gh?DmVGS~+}J@F)H32>)_oF~lnVFyr{
zYl24)b2nV0I<qzcVO8i71H5)rMG7I_vV<Zgdpfo{alDb9T<;*}(N~;bZ5w_O^cVS<
zrkA0V%Th+zEYa<4Ytq%6%SharKM=3a`E$rKE$AT^D&#0Jiq`_A8EL|$t;<ryD|ERc
z7_cusxmilFTcLv<^FofoPe!y^1Yki}d49FA?89e6!mSlQRLWMOiNw8|=`9^TX03lU
zrJtgfbIsuzepirCtmiEV4?RB}u}|J&e6IR>9v~Jeu`e<kLgd=d9XIP9I;v&i+Uef4
znIF-DUW_9b=!9oD6rjFcD(N&+<p!wDnd<1Io1&0+lv8!K@2_>q_vw9!2Nb5_I^D=y
zLfGInCGNe_d9h$s=n}!mFnQ_xTw`nsm1b(y2SK2DVt0vZQ_hVY|9)>%jMf5w2cK^s
z3XXfxXn;@kf+Q8acc?TQc+R%S?OYlXEg@<LDM9ByyzHKJb_0#~M9dU=S7w|(szMB&
zb_E{%z0ArTN<?Y*S2Wl%h<YLBv~I4KRu%e^GEN3~p#X?-vG@FQNqjt{s8E1M>jV>P
zDEJEUslZ^a5<_ngu6jZlr<nNwOZ9y)#@P#4!=MHRfA`D$*QK_`Qv;Fb63GFS&CM+r
zhCFxq@A_Q!<pfJ?@c_dg7MTE?!`JytT1((Jt;-j{BvlS(s23vO>rY$xk=$V<h941d
zo@Ba|0=ROWT19Wb(m>tZciW!KO|}gCp1I$>0y~p-viR0Uh+!Di*;?digUd9j^O$x)
zcw7+7044e0iu%o1^$Q}9reB^xp8T+suliRyKZ(D_a0wh+0F5U+@Op)^GL(dA(NkHA
z2=?u3n|C;yabRb{@Jd_S7@Yz>by-y?ef_D)=*Mhvpzou*cPvL4+GyeL4QF@S*9@!E
zoujum{|gUXfYrE4w*wLe0Os0%21{@)GgWWKITiGPAaJ!0d!yI{CQLg#)SMKh*kuTl
z%jv~P=kAVvV}3^%x18+9#k?z(i!#8JuTCi<!yp*1knP`gcN&9@Rd$_g5puN9P+M>H
z7!7h6v`ey?4`zCYO_%vK%3_6;dqW?V0<U!%HAp&JYQZZ!)FbY)`+aAEA@}{UiqP+A
z_fc-^{dd|&>?W$`<*|sLazUJV8;{Iuuqqxk>#mzC-j7Tl&4CglX?9^9$`#<kmZ;#d
zt`l1dPd*=4RIU$$J_6<Fh>m0LkLzi4=>{g6a@Xq~LHU}1B#PIujkn~DbU}cRZ_Y=0
zZTRUW3y4_HNSYO=`|=_Vr?4!f&!V_ov0tYdt@-R=s8N^iOC9<PlA%bgpAJAkcH#!w
z;krS0D9tL*vFU(l+-bhqdlej5axvly#zv2^tCHkgPKSNNCex3vc`z>)K%yup;sPc!
zjfbOs9MQ{z8ET{r7sOpQqX180Ytg)OEF%``v&Tvm%#kc@DM0{!Grus&w3+L4ti-5{
z1X|t@fa}Fb>FH4j#fEL2eHY>byJ0`+TW?B(IBtxd#jdQ11WD;>RA~<MS@N&70*Rzd
zsf?z@gN}Nruf)j4pQm9o^T^02Fs<}~z=vC~G6rx~H)8)}y<(gvH^YSIX)@fXx^&t(
zxMM&rfZ^K~7nd0t><lndrFDPe!y-WSz9o0j!w%9UeNECVLi-}TN?Q0?HckWaT>!O9
zA=tPNYN6sbF=4J~Oc4X}uziQMtQ)h7OJe}3zJ@>)=t@FTr)`f`E2c2;Tlm^Ex2zEM
zLNFtnqbvFqzaTmzB6#!74XiEg=)6!*sk*!|YK$1ROS7kM%}_4jqJW|6E-DS%gBw&s
zLF?)_h9cE<s3epr_H^JloKO)i>Bx7I`womC%kb@RYIv-(R-dM=yVu8e5Y5KtAFw92
z#(zPVkJulq<_|#gN65~`$o|LMKjO^);5f=2_9j3Ec>}XQpN=NB&OnxbF&#w{Cp#BM
zBNHbe`@aOjcDBwR@11~uaG($9BWq%8VIXAZ4%A}&5U?{b139>ubzncZ&tLWYk?(I_
zB=2Zvq-5d@)cUAQL=4EFY~t<=)B!RG+gaN=D%l$tnE?O5O2SS|K#o6)=i~dpNgp--
zDOOfy0&@N#hGkGz<^VGNrGc_CCy?nc1f{IZ4CMMV=SLD&AQRKyadsfnzgqNB;=grc
z`loV#!7QeK)y(ka!vqY1e-JI(51a*L5HWGJFfvgT7y5sLuAEdiWu;Zju<0(2t{GHf
zAlV(RCk$|oTLJ^15FzO=4;C6s?kWNyhK@p|YOLG~Djr5`B#I6f6lk~%bAv2D+@~NS
zdaw~~1#?-$cDtGRI-;?)dh~U9)$Gz|xdTN0B@oc>tPbkWTA+@8aoVSiiZ(I$0EUeW
zil`3SyJKn!5dSR#w(!!$n~_m2G2C>2LGN$exklR~Pwuqz?w3H!AxsJh0xP=6&f`mt
zbpV#E)HH;{{0<nuOQB*8Wn#uGfGMmd-W#m5zArnZ=^RT>Bi}E;)%cF{jWsvAQ+_j(
zY^Nw1P@tVowry7A4Q0}$ESU*%@IW~~|2ta-gb_VMZ}Nz|z&e6i6dmUx;sy)^I(d-m
zn<HY>BbRwDh<mBoek345(y$a|Io;ymc+~Xix=HELkclRFKz1kGU1s{O89tT~%fHSp
zRTPv=!zRN#;k*X#{9I${(EPDyb&J4P>6LfX^I7GZ{A@Z`FgjOb%lfREp$ik_o>Vgn
zzo|P#1*F*qQs7{xTJ91EasvU<yqSGV5NfTPIJgT>0T*?4X6*!;XGKqQ%<-HTXgA&y
z%Jq;jaq+CmU5dpYKq863Vj_A_T2?A8GC2v4m^N+v`hfht*UM!wH8wz-o!5(X9dfLq
zaGVSi9AVxW!V{n#Pj3tx?6<h%hs{m_h2xuJg>LSm2jUaLCEq3qHEPETB1{5KYRm5l
z=5wlr%mh2y{mr~4q0T9e+4Jq_i4aaZ(soBikXY&P9zM?4k*tswr)VqKx(^IB9?Cf%
zmNkH$5sX$J0neYs9()rB66`O544w*3F9BvD0B98CTLFO;WLg1r4YITcSqSi)0elH$
zw};dQsP!V)!@>KD3&4i<Ni%|O23SA`ULj)?3RcEr79(W{Eg^r>g!T{?l;=bT9}<p;
zM@|%YoFOmArVgqs5SHh?BXP#<fYu3m%7>Z(vO>Os`UIn-gUuTttbnxouhw(pL5ufK
zY>T*KWJ6)~uI)&*Ve%n<?Z?{rbOk~iqSv1UEieiVJ}agU{pngnC|;cu6otqtfw&l~
zLNqfTvG`Maj6{ONJ~(7pfk8Sp<}l7)m`3!Dp{l`>p%mj{x>35S4AvpLDKbmIV_=El
zVneAqMK!-G3_D6z4Beorew@BmeOd$fioqE-9^yzZ&Muz4ZyUBYvn^XK;49K{bf^F6
z0KyLWwfi^fP4vq^q&}xBLvNyPSU)^Jf~`2h;U0>37)^jxAQDk3kkpz~85tM)2>LY`
zrJq$Hpj^(GI274qP}`8IA$CRZn<O6jmn3w_P*N;KQmTyR0A)!_VjXf`@-CvJvCqch
zj@TLkx^lIoc|bifq(pxCWJ+>$IVn6*q17*3QtbjB0v^I8iU{Sl3+k2W9XXnET_QeG
zJ`CbXENQoCdt)_8RS8xpr)gefa>>hSZfSb-c@%m?eo}9xFKu87eFA+-0Y&wy1!6nR
z{k$QPqM3y$hT(>ph7pEAyKF-WWZx1462GF#RS5j7pCc<F!WEh?@tA9CmTmt0!{i4e
zzBotm^L*0Jp*zCkt~(eLG83%>$^*Ou+=HfZMaX_e{ogE#I3>|Z(Vfw8x2%Wl(|glv
z>~$8p@876W9;t1qy;F!&OjAHp;woiS>=w}%b1H2r<rWw%$t?{mS1q3x>8oO<%ck9O
zr*rgJ-}hg_PU<@%Jlmcue+``Qo+ROB;&$WW;Hu!Ju@1B0WZGtqWgcW6v5qvGYr?ev
zG!Hb7T67sxGA<^SP05;~xC&}&&&%j$`HDBHcx#Nxo7ByUzBGMD(@CV);t>3*{Z+|L
zNKTqTok6co;j(~FA+IK{xJSH4%Wu4Q2KYliN-(Rhydbim#~|0BXvc`8GNEdgx=6E#
zdzjOx)gkhlZ%>Q7J|aglQ8H#sR%vBnQ(3=bx_KJj>d>5=wTi8Cq_BQnL!(-3DW7YA
zXVkmMBkPd{jyFm@DhG1|Q;+tXR*CMEmQaIA147-V`K117;KyL5m5!0mNT}tWQPcO*
zjl-6j3c4-Vo^v1WOr81-%+4>J)Axw?#Lwi<Oi;XG?qOYs4=c{Dl%2soizuhZJ8j>u
zqxYaFyeJyxCCj#QG`>@PNBCX@2ak1ywLpjMIP0*}hUb_-Z%iMp=WbuHpt6>-r+NA`
zDZ3nV<T_|GxUs^!`r7tPgCvcVARaZ6T$Xf%I}N8Bo>r%ppjP)a@xk!Y^0JKYGhYN>
z3?EvzYj>3o!*7FEuvgcojoam`qo?I(IRGc18s-?b7$62vh2n!_hCzjJ0Sxqk_H_ml
zGR*0bYA;}d3B3rrhVa0!!Ruf=IbqY&vR0Fyd9<mx`?|XU=nO?gga<n%;zs92#iL>{
zr7_*a#>9t27sX{oy+qSQrPI`DHJbLtqBWy|rM#GgpD?^gT^%bP<~F3m_Re-;_b%vJ
zv{ReTemJ%qR7_0Q#_RQII8YOOBE;W9evd%wuQ-sYz0+%VI{+*vb%s4B9u3nR#a!$B
zHhD<^qy;wy&x)iC>O>ex)=FYX?t#e(wrsmJ>fHqFS0u+L7g4cP%vMZU1ULU~o);oB
zh^(j4Vd16dVi;g8VifKew^+PTK`RuPO^~5<(lG5zkA0K*B@s=UMHZw1*JRnaX(n!x
zH?A;=a(K6&xo<mxKXyCz?8|1#=H_D7?fMq_(#LjTg;*1^RI9z#{>4qFuVd#|_i3CB
z&_-hQYC>!x#^lqMZRF;HLcT(Mx4wDP<>9bUyO6?87u|O)MC&1I4D0g^)215BwKQVg
z*<XeeyOFzcWb28iTN*xUj~kQs!RK8i_a)D6+pf@V>l;5iZq+jkHFQ^JYPWT24km93
zZ@zY_opq}kXgTO3S;QH~H8Yntc1hJ)iZ7O(6rTj(#$_IMop^mc&-pR3w%oI2<2Mf)
z13m=BM}Us^&2RKU-l|5>X2@WDr+Q%ewD6>($IMU9Pvl(UI$>HoM7(6AKh9;5dtsTQ
zoFkdNKPGXwVb5X2?sfZ@uoqg@PkEN2_TK<bBChM*k>7-ux$r!z9+5tkKPg`G?ptRx
zBQ*<_)|Vn$i`gx_WW2V1`p@U!f5)fe&wBU1i@wjuY#KL{o=*6Vk)6er=jMAOG#qjr
z6@eA@S<RWRqj`TWr?$R!b0Q$EPWQUqv0|<3`9&qI%B+@4hubH|r|UfQHD-yRGdET5
z%-7;)%cV`%Py43V)V-S6ZU~>FC!J@8&HE0YgV^_+PvB9IPZ#vvUhlf=ygz+5UuU5z
zkaYPcJvm>^UyaW83MpXasB<g%YhD+BFPm0$-JRtx>rXd@o5h8;2{XK>Jl4q#KulLm
z(}*>Toru?nPe(sSZ+JG`4P8w{r_Jw$^iaLEKBUZ6<@vfjcbOTE4PIHzo@Ve%ZI*X)
zJuTha92p<)&%0S%mX<|sR(12=2fP+M8{Lg0{5+HUEtirP!|&z|^K#=(Zex15^$>jf
z{6AgxKi$wj{qzr?`fp$Q57+b$*@youDJ(2x;ACP9{L_b31nT^qhUpLg_iu;$FQ1nA
z58wR%a6_w0OUrF-80F)J){1&VT=qcV3Y@K-${Am?#a^j`obC&lLVQFz2U;=u>(o8c
zudE?@5TRbjpX|JRt<e}<+}z7{rcin-a%XUR8lxCW7L+RJl9**M(k7@k!RONVaBKCC
zotaIdQ*Ccb4C>U!pQxsV$yRUy?$~Al9=aK3sbUV;Fs+S*U*n|jdxKF8f_-Qs)GHaA
zru!mS&7Sd}J)UJ)z1@*$FBK@$U!%~x3!sLGpM>9;C?e+=&7#<z-%^L3-0nxtKc{bP
zCW6=!uDIybRH-zWb-uc)T_CAwG@XNcP1yRG_;o<&9dW`vDYj_OPNRI6Xp_th93pU1
zz!udQx5WzBeL_AQInNA`HCgd?`E`EEp|<7Yhw+`)0}c|Gf8divNST9g|60U$U?>Sq
z8=SGTp~p5!{kP~*iE_?puIbW8eILHS(}COCm*1(pbX7x%bdd-&Q5~ARO`VB!t*1H-
z4411)F6xbjx08cjs%H;FO$@ifM2PF;V;-YBY}9gNKA9saJ}<(Ul|0i;D^IdBde>~v
zOC~il$7Ws7!&7`?CfIW6ysJrzx;`svS#s814_57*-w?cOe99%$2puy*aN^Jh!Eyr~
z)Xr{MpM7Yvl1!>Z*uA624&RMd@ltD;ceai6SJ%4gG7yWNag=r(2uh)kx`&zXDyK+@
z$<|NmO?u*fj!F=jm8`EhUrclmi@*EON)Q*omK{Q3-lgU7zZ{Q^ho5NgD3o#~+T?nk
z(6{9ht?@IbD?Y9jYBz+P`|9AGTzyyu<kJ^~Q_+(WPVC$DW1Gpv=m;~xBp)9Pc4D##
zX~skmXfTOj-BbZ>MK0`yYk3yb<7j?N^-qQouulAjHUc^1nBoTBL=8!2^YwrU8C2tZ
zbr4NbT8muJj>)EEeA^;BK!i@gi<4MR4z>voVrle-8Dz;zBP}92MkU+!f)URB0yjE9
zE`lX8G}M(5Y~g8jXP}hS*i}9CchtH{Q(2--YnUZyPngD<?DD~3Z*C-R9vI814MMEc
z%e-i10XEAOP`F@-5_AMOe3(&hbqlYJAhFh~7tRES+PV92!x6j$<Tb{)U+_h}I<f;2
zRR{Bdvrsyc2|eg)A%TxVj4mqd<m-Tgo~xjKIewog_ECh%Dv1YoI(l|Gda5Ln;o`99
z7h?ldD)m^*GN|?r9z3_$fnnh29vtHH^$$V1fW(k*+sy)X6cukF%*-g`v|Zc1VT~(W
zc6sdc+EP^gGM#yK$U0`J`va&DWnZQ24_!ReZ7)ybH~LFZ=<bIshhno}Yk#Qf=}}_c
zTXKiMQcF1rq)DoM230ugxb{KDL%Lv!58d@Y-UOT)xlnG*7DpgJj|=pIefyzqkY_PH
zZ*HhYA4yJ0JmRzl%tYpVYBq?<Rj0an7##P26`<^^WSBa4SQOV1PCAeZVV>Gn>;^=s
zoWncA0BI=TZpp%*>KwB<Cs3|oh<?vmDP}@;P3$%phgjgSt`4b-nzez$Ovr=~OZi9N
z`4R|PY4nlYM;+YW5uwj1%Onh^nQk>f!c#X#G%BkHxHJB4rkyoxJ6)a=W|5C?+}{mU
zVo1e+uX6cO3dNFG-!cHOXWGZC{8j^=am2ao(J8%Bt<yd@w5ttr?J?R<er5??01Q-E
z17#G+8+f~@)yBk!#)*XeC7LeTyqn28BG3<P<W(KT9XceiK|BWSiv8s}KoFZXRPe+0
z1c&D2=Z115eUy~a`-Ufq-DrnYKrC~{Z!|AzloQa|&yaeR>FDGzt5U2t%r*Ql08>H-
z|8G#EGbe*!9WhuHSkYyx!R61g{VvxT9c0DdE$sG>y~r0X!zsoP!I}o}xpFkgu#mY4
zDpg$EO(z^f#7xbgV`TyUa+o9Q_Gbo1R?IDO2asaj{^ted>o%vQX!$l>FhMic0io-z
zA(S3sW12Bm<Ra+(*fEMzX#UAIIVgvwOmy0nh6~nn;zMgXUWttY6b()~Y8c=E2)2Xc
z=2IUY(iNqV@TpUhq$wo_>|=1NtmPJBJj{(@Ul|rStkrMhJ6{N*-xP&9!yKLDPD%=+
zBFn{k!XJlTc|C$#!^D(x7?AdYL@X5)`%-^xqP;EE{eq?TEstHNy*EEnbnYzkgC_M2
zR3JKbS&IoraRkjSJ40635DOe&2@LZP+Y||FPclYcONkPJS;&fL*n@w;>slHXzk{LF
z9SE4IDpi`(Ac&n;5FG?8%vMMJvL%RI>kKCv+hZQh!bIP)6GCL8fsO?a`Hfc1-nkdR
zi&;g&c*m+KG{LUK^H8S6FfQ9r*V+<f9xERYzT=*^IYjhXrvjw+7kQ{e8y|7~HU+V)
z&PL6+E|x8&hD`-kh^bx+cX|w0FU9+3O_I%!ITRa4cdS6Y;aR1~ER2)SY&7=G(H&Yj
zVJ<XS9@v#UWIWbyN9P^Jl((0WLuMP;o|NTucOuX#dT$GNpizU)X5pSR5Ce;ZVB?2v
z-9ZIKUCnE1aUo6J!kLzc;ya>Pj^_sFEWMQe+Frj|^Qo2UeiIU`fh-POPP;|P5N)u2
z!|Y%d){Ca^om5GuucVSndm!o*+$RrKuO3wyt}@IpZc7OUEAznipIy9-ZUhV>>_>gL
zhD49Txu5OjMl3&<e3?NuC4~lKjbkKxm4E;+`^hDrkCPQD_g;^JABn;o?&SS2ECq)V
zcTJ6lzj)*sdz%o2hmavQ^fUZQxans<BV2$dSxjbk_;wCV?YCvnpF#<8kEEG{f0)?x
z=B<vDi?ydGW{oFvjN=f5a-*CQ&d9IZmz^9$W(C95BVi40eW)ycV-cEmf<Y?gR(*o_
zwaXgLT!`p9w}+J-3Xn<4sfLlo;SEZVuslmQo77J?%Qrf1xrLbYm>Cxh$6m|-EcjqC
zh_yZUS~$|WPkVM^Qe~QJxW5~suHrB}MISp#H<=P3OvM9g`=V*+tM&;Q%HJ!Q6T1W;
z5k!nARsdNJwydisY@M!;CSOophE^>g8Ue6UrR-y;k*NrlT3*7wqU+ox#QrJG`mo2@
z)wSwj*6@`?9Y{-_5RC2}aWS#s>UX@lhz#KXYbpVAB<X1$F)(i&%H`kmqG5O$>t(rj
zyw2`pOH{EF$Bk{*VUtUH(JC-to(hJs#Of0~j1ZYC*u^$4y#~&Fzu!e{tAoNKzt1Wo
z)8^JQ42wTFI?ik>w=X!U5ZjU(fsO=+;!L;p!}2Q_bj0VbrXzvXl&CWta~v!Wl0F;x
z#1hH$Z?>0cQJs60`a`x~D={G~`nFTYz(lw2nN`wjl{|&Rz%{fgEoVetBNwjfw+v_K
zGhtZQs}RT?Vr3_6zaPj5g+M8`2p39>##loKfJGLQD$vx}Lh!!wIY%<-nX0~!Mb^w@
zTnB!6P5QWM!8T?rMX*r>=Uq*)H5vEjjWqxQo@bDX(l1E38hK@_XN@_5s`DjbqCF6N
zbqkv@`kn&zlry8~U=!zwacS2*MrKKd+Gl8Oe3TE|<ajASaz4ILhlnb(uP#+8T2&l9
ziLbi46XTip8UNK=;Rdp^mr8dmt8`a0%BdW@Y}gvTf0%S9V2^d#W#R;_*w4JATX;h>
z2S=UjS7a&2f?-U`#ti2dZg7}(E>qx9hLqjrdhq-2@6p1;w`#X%i&L~^2qV%siLKH4
zpXVv?l9_qEa1M(&g(8L1Z%RY5i2MD%zy;%jEE$B$uO6>d>&MR2N+b&k0BoG2gIo_#
z^~4^)>3-ezHRu=XrGis-hemqUd>yWl7^*r?ngIDBve<zK#RbMPSs%Mi=D5LMPXn+!
zg9WDKa<p#27VESh_fmd7L$<dvy5L$v`Sg6>0#~@L?m)mIspYW`8fF(BzK5CPmDKpf
zEV|nKTf#bW2uJKEvAWffQ*IzU{AB)faD&<%pfxY*D9&zn!MB1KZ4aGu#sZz4YL~IV
z-BeXS>0GK1P1q`lI^K0iPjm$qW8k>=1bDIDnh#Tx{quK!053$!Ja5PMyIt(S9qd|3
z5)d&xO~j44QIlfEi+$+{%4JrPc<neOq{YHQts%5H<Ej%DS&?7jsG$Z?&Y=nD<_#2Q
zON7HlwKy}v-n=pG^Mw@9<4(<@Po3Gu_W@E~yOu@4vQ5Cksi-HRw&JF^1+2L^N>}B;
z{Z${`I-tnYC&FmJQlU8IcUf5twJbhf+xFQle_uAqI043!mh!2`(<HdEK9J~M3RFO3
z?5_qayeH0{(}$e9<IfL-no*NGFI>1ZHO}8{W~0a$B2aqFtKHG&bADXhBTz!lR`0o*
zQ-uR#4#yPXe>2k<)4D=jVLSQMbOF^@G5oyxR0Znx(DK3OFVawvOaup9O@Rrf;-xhb
z$GD$aK6$7sOoxRQVzteWV|a8O{s_VrLtu**gUv8i00S?G4wZgNbh!%8U=ksZhV(=m
zkfAsn#5)5O5@AK(lbs#Pt*vCVIhTbe!J)j#g&}BZbhgg7XQ8t9+wSQrRZny89Exe|
zEDwjnv9<G>7V(}xdh&I>y~Zuq+${cmIejzr(iyj`M!2P$Fge1+J_1L8A}M)k3UZjS
zA>-TrYO0w6<_4MoDMH{J1ODTo#8<-fw(2(&TVBso5<RMYc275qo#{=ACr4Mw7ade1
ztSN=)>1?h@6m2<~sg=1IBC<`)NPx%p1I_l=!;xh>Mzos&Z}Pg$(TCg331)^cQU{B~
zB0IkbzAs3iE#HE}h#{4WOoK$uV<(6r+uRrB1_n$+h--BOj~CT+@3jJ&X|P1sp)af%
z`ZRetiC$E2{ccI%e^Vn|kFTG_-THMut;s%}NR{5MO5-EkR`D6Zum0lT6J%l-7hNOs
zyp~E0PhvcZ59DC-5nfGRc~H5w(5nVrrAl=^ako%OhgCpn-koshTIXvw9VpMsNXmFZ
zb+#9OWpcJf^)p0YwZ=R_Avk=+&LK3okVY2yDazd$_zA7kP`6Du$OxlZu;HsaiY7WX
zP+}Bwx^T!+5Qngm8*jX;%AJ(&r(!kHc|sw6`(U;lQ^Kt1+<P!~akO;$`;%|62R>Bx
z&|T`dNp=h+0rDp%&>g5(lv=P^9+Kb3X3eU<v}Wj5qB=3+W}JlfnN@%4>@1A~G_BeS
zK+{mCK6MN+(QMCGJA1cmS$gQ5sL?T5_+J@d{<N`m_e?LpZ&~O`dlqfy#+zl>R9n#@
zyDQDKEnv$#`^_XW^P2JQF}3<k*R}paSYxyz{6Ek0e;&dAIF_?;F|qyES^W>3_4ir*
z{{rEd{{mY7MdAKD?f(PA!Ttw^`v>a!Gw0t`{jVI3LDJ>}0Dj=DKSSZaLdpL>KKFt7
z{x?4N0rvg_zWr}}?vI@6a)y>BM*o6)k~U1R%zrRR#Sf+bsrNrQ<==m2`~@ffWwF0Y
zVNh~0bp8`${@DN^gPMi$$H!?L%v?YQ2@?x5b7vs)M=vl)egI5Id%HhAQiFANbooGg
z|G<yTe?i4R5`ADt26>YY_-XI#VqgtqP?9xpvH~*yg&Kt{oSi=23ftM(+u44kh2{Kz
zgTXT&D0k(dr?<^_mCMT?$i-AEUAkuwaQXhQumzN9<m%9Y=oN+N37bUz0+e&bA)7)-
zl0al3Az0FYyIgDbkOf(Wtc{l~E+^M}YZE2^Gt)z^>5FU&v+rJqlMmlHoDP%5aHF_;
zOkYIW$VPA{5N@CMq3r>jV0fUhAmaWcy(ruN_n-Q~0#R7}wr@fshtqxwFOP`*m*R4K
z6a-Uw&sSqdeAeW6gYRcha(rPyfW*DWxM1+NxLj}5-#!;brg!eDYT@d*uznXsnA0x3
z7A%8&NJw<W;4f{gFeqSI35D{Ul0aq2Xv=$VC_GsU`lsi!FjnLqIi7a|w3qHH1vESf
zu{bPJg5P9Nb5UhKlBY-;uI80?JsL=O7d?UnR5P(@Oy9#p(59m}Kg0Iq*gpl^hX*h?
zdkT56`hYg%NJwdpM&Y9@?t5e>+FLN6V4)^mjf~Nq&duDh!rh*J(IeF;-kH*UQRneN
zQA@)sW=>3Il`4mklq(AEHKkpR%E_Fi#GIHr)k7y^HDE)5El4AGLF*^PLS+@*7@hsu
zfW^)GmUsmhw{LzkH*$wgP_YG!A5uh;wO~fZL3taT$m4mt8IgUvg^3*@6Hik6EG;+n
zNccQW5!dy?WOxn7e?23lOB^z<lo?8zPvzhiC_YIRoP=zH8Qc_9VoY?EZ+jLWs&$_=
z*$-ABuE|LkL#7|nlst!=icLVOub}EFW6Ffc3hl9*LO+N6`)9=hiENO)tJLeAGVYgC
z2D*T!5+X>BA=DZBY$-UVHh^J_usIN6gn?JRftDA+pn=w8Uaf=u)lTik>LS14cL|j2
zG+0S{vxRwzdBB~JX9%1}R?9qQ`4pLIP;O&Yz4{(9=1}9eIgFvkAl3BT$P_Ha#CSFS
zp*mLi%ydy0st~aEXAKt5=I3f0UiDF$JoW(t<S%k1JG7uY)s%-8535OazOh1A6NsAR
z2x($$el1zp;b%e(tZ=eH>X{$`lk>YR7vUuelfr1t?p@rnVn!KxsS!&1B?=3|bzuCw
z>hwl&4pONhx|t>hJ7+?WM6}r+nmuzillzb2U)m^2D5cu={yC)W?NHP^JgXEdCa0#l
ze4bs&-Tq_fU(kVhcz8VA2fkSThuj(3*nZ@nlVkghD1I3KpHn8_In2NRoAmWVTowm+
zt6W@L+~%+#&#fuRj5nf=jF6C!ynK9E*a%EtUyu^uL^1sVVhFPOUW0Yl{qnuNc>omY
z3yL`(RNT(Lwe3|!kw}@4C4d=;9roVf-kXob;pLw=JMsr7$R<WsAaAPg9UYaBlarf4
zA|%Wc__JW*NHUh6Tu!Hh<!G;vd7kH9bq}G>E`xuR9!{C0;ST(V%B@iXjZ|sdUMW}c
z44tOF=kbp{x*4y}@!+|2_{b6~;g>2(j}q!KGVqjPU%x)YeB!9p>p?Vu#^d1>1s2Bl
zYU{pJ>dD92@oqgb)!$zEf5$InANf~Bq>O24VNU;ESM;NxNi!U0o6Lkj6CYjbJf@p<
zUxl(J`Sf=Ep~|2|&{5OJ#rt3C9)&@{b_FHF@2~>Gg}|IV)U<PvAfOM3Vtw<zU2lMM
zZWmYs6eRTN8IX?tVI@oy3DyHcPd~{+lecB7ML3(%7K`?qM|RHbJ}NMj5J2fo0;8Lo
zo6Ly34|GmWL60&=AmxXG4<klhqu*o%%x2;Y)c8GK*P!fsg;$~fY#71!fA_UN9Wk=q
z_>k`%y9QyPWCov}JgN{3j6xi+J`em)y|s08`gqHk0l6T3lENQm+4S}LVc-BwZjujA
z#A94;?=9_2Vq7|0M}nF@F)_gP@3ppG6tHW!7mZ|99_~PoYlwisl(vjZZTLT$7tVfA
zh}WT&n=c6V(IM$sSy=}#xF0QW`<;-RN@4y-PyBa<O~ylB`C{m_$WDbv8y6XhCsY%9
zmHAM`de&O%tubIG4|E(2S`SRB{ug8RiV+UezXY0zY~>#E9g3o(VjmR}6%-U4P3Lhu
zFfsgLpH1mLEHS)us|zDt5u$+hZ#>!m*g3RBfa}qn?Otx~c?2^t@fo;dm}bzV3Yhqq
z6^59@?oliN;&H>JtDtT#alD`48_*dQ3Dypw0wNmUCyf4S94<irWM|gV^j7wpR<STg
zwc*gerbrllsI9r{#X48DVMtKeiKH{t<TE{>o#E#9z_mTne<l0xGpWtx7L)%!HoA2N
zK)quS_kV1B4{!m<7yp@x9}w97pG(L)GH0Pn*nbmFqm&=UlITN#ed4ecsl01;_WiGY
zHQyJdUI_M@6feN?i|ENi*ItRkUsFTaUs@y9pAFicx?dOP;;*S6@Fd!c%QQIuksqUC
z>mfF6_^-hT4@z&$1-1n2t$_A2X$$+y<|kO7R)ffL11Q_d#lBnIy10MMa7I8|`~kFj
z5J(yES;`K<U(GDn1IR=c1O^6%hll(7gXmqHp@Z^h^XwM(6DJ|`a>gqqJo#L@Tl~HF
zAv0orMwavS^<CA_P*G7CZr~Z@L+%}znw%UAYE6v!A9}0ThlYg-OW=gvB0md*AmPTX
zWj^ozcfF#Akd+^_2@T<+bV8Mtl>v~Dnod^Pk@ae!UVoYX!(xn>!s>Vic%#B+7@#zS
z9A(76o;R=O{_YwgeOiN>WZ7YyQ`EvrN;;~V^4i+*iE(-|Y30hus0lU~s)VB!#E*<_
zbmbD7jxrMV(6LwL=3E@QA9ng{?O=h%o}i&IPSVUsQBhW~lPMtPKX`e(#j+i%s)XH<
zq>@*uy6NKGQ!aLF=}0XlrXl${cLHlk4a?F9SM$X-Is+k0{km;zV=+3CvfpjeDOpm7
z1?oWpf~0r--*trgHz2nNu~!)J@FWUgpNvr@z0i|UTNvQR^g=6-=Ua^>M=l&{S_)af
z*1Um~S2B)GvGkqn|8ibKD8i;8;HWT1C=Vw#Rk&QrCqim*T5;Z9fSA68dZ;F3Ia`)?
zu&7>iK>Du*9UE-;=ITph1vT3`Rv-aAPYaNrYu~hSl=$X=h~r?qayPm+p3_4c8nw-1
zeU!d5x`djWOJ>xWkG@Nw(vMOiCVwZF$kD|`#ZjGghZ78=qH?Jdvr;oz^p3)QxoA$J
zU1bPGkf?!aU$X)tWw%QiBc!bpuHt(c2Jy!?W{VaE1mzTCI>|eSD5~W$Wf2=ZwwSZy
zkq~T=J>0yuD1g%niRdsig|KwRpklI+x5v|MthYy`LBEyfqrGm0pONV*{4QRX;9)kK
z4$ZQ;+RQJD-A)7O7AR>C2tR)yQoX-QVI3)Pn4h(~80kIc_skEgbY<}^dG$qzyuSwV
z11+{c!)H5i@nn!Hk>aT{hiV_}JPf}u*Xk`J4cG8d1W(9u$@!h?Apx($d`jKL9W0Z-
zC>-?sIm)-+i1lf0FKM$XrHXjh_nIOXabqeO7pF)Xvy&AaCI;{e35nv*5+c7*w@@>%
zfi-q3E9qq8>>T2#RnC>uBnMnvR0I<-s-@r`9bq_Wm8b><4nl=cqKq{YCt6iVGf#Kw
zO;J@;tE!Pgc>zeVl&fGBe#HEqY>bp@3EnD~a;k%-DllZ~ZZ75d#5PGw8+~UVH$^ST
zE9HnP@#}6}f3eAFI*0Hpi2pC;{j<b^_+L6@1nkx;nl_SUmq)ganF1>V1D84QO77L9
zKeuqYKK*1-^nv7A-5;oU#`qeG{C#H9V2J$4Zqts~YA)paWp?^<oN@9Pf#2f+%Eb4O
z9PRa%>Es+JM0&zygaDn=908&<j#ub+e!cS^)4e%cS%T0lgH-yLngEvL#Vo%Tc7;9@
zroRT<x*s4Kq6Xt*yv;5LRUZRuiPr~s@vDnDr>017BVkkwU`Hd$3*@n&JbxdmDVJ>C
zwYjr=0Zq$<O%e51O%ST9l|j70qA-sxmuR`r46!hf*DfwiG(@#+?|d%Nw~5FbQ4!LC
z$Advar!Hsr_}Q2Zs7HBUSxfFwF8H1+=^Z!>BKou9!zhE_7>HiI=s2weL>2AMD9&~(
zP?nV<J{!JIGMF<Df2OA>5zWaC>OJq4Om_6<@zm0`yc^E@Ok_V>k@f#^^_Ed_Eo&Pf
z5ZobY+}#u0oyOhW9fG^NyF+k-yA#~q-3jjQK7H;z_nTSsyVt7Tt9HG$AA75Yfqh*%
zb|PvmLIfCi4#(XjzloEC(U=c!Rj;Nv3Bp-s4l(MluyY!Ne79@;_QZ4I3E7xSn`Z!4
zrau94|D#IxF@DPH@?EUTWV&L&GK9T6@bEvJ5`sN9LP<pOXuT3)UjX*5Q<d@tvi<xN
ztn8GyzgiCV_W?rn#P-h^rLb+P3LZhBwoa<D4DcfpV`JZ`W{#*re{;AwZyR$BKFvDi
zo!vj-Wgt1bJnkxs5DLFDpOy}DhNlRxYWK;aX3YG4-Qj@BBS}(*-6QU?_^TAegV)k-
zZ~O~}dooP%H{&@>Z)u_;8YR0BvmGS9mSC}`ISxL+{i(wnTtZyHEYfLvb$0j@w1W0&
zEjV{~{<AY8fq{Gb3r|+$lF-nRM`ISTiHAh2TU}h(T!246VWrBWF$pH7sr)Wo{I(fW
z_?0ENG%wp<qL-Z=a8q)%_F}~(tr&mm0~gRF>{?kyLZxd%HNxJRu|B{26h#8JPn5dI
znS2xR`i!?-uKzVvm0Dr@uAOI`iu@pjI8`#-q}<*ljmXk#GGa(Zpf)>#Oj}b5^8L&A
z%Xx;+Tu_UlFJ>N+t!xh$YEWjnT#+WMgt!z6r=&W(a{;>^5LTtK{kR2554@PH`1kLy
z7hy>SDtdniV~@}j{coP$iL-`NE?#?jA^_npCUq;JVHo>+=;ta8+X%56;%dVR6rY_~
zPgjBe`K+=)LPnWXv(}Xo(c^gShHy;fOQ77g*wIEyItbD_FyDmK*v-FNdiV>-m(c<g
zb_|!SwjBa5{TKxc=q1?&9ZAD{1eNIjq)_lDYhzCKu}f>jm{bD&cSNFkyi1Pu6-UUT
zdkVv|AuaKY{cIqa`3BO`6ac|`&M;Fm#p2K=tB0kmvAC`_ynvoEg|dAx+-H;h2c=@!
z%aw++$XMviNZ9N<4}`1e%Y(}Yo?8E^o#lPn3RM|0DG^wJ#cZ%8jmRcR;(NRC+HvC0
z;`p!DU5J^WBc*sdAs~U9`^W?DZP%&ax||Q+z9t?Ejd2L<w?f}3lrS+Vw~|)qt^0}%
z$GiC%{5i_Wu3r9=ZR?=_&IlM})P8w#okVJF8RQr+;f89zq>8TFSPb4gT(mNUfgI?8
zZixDucEB=6K4PJCAn4xlI74><V^-_A1yq~UWq|EpW+#`lH!rZm-oWJ*g`7^wV{rAM
z(ZJ5AXu@=fr@pp=aGW4$=&bdp0b1i3YG<n;32aHAYGx~NE>n{;bI^y=5ME;gq$;lW
zFDylWMg(;|oSy)Uz3CP@{7C<ZyK-A>=J@K3UmgAz>(~*Z{YXh+trt`Rb{h0t7+W7x
z6)ErpDB>KV%NzZ`bsN@c6f6jfg+oS!N9?yLhnvM9AOzt5-2W(tcXx7Y+3z2@W}Fdv
zUS0=af=-hWc{$_V!}x{=g0T&j#$xjEgsPr3@W06^bBEJ7I%sOu{|~)+#`@J(RFs<N
znsY@VY!kEj`{`&NAn{9eW*A(=BlEvf#xGF6{fj~TL&E)P`{`)tZf<Y;)Mzq|umX+P
ziGOrPiABLg5B;2wS+EW`_!#vLepAhznh6YjIJ4utI2bbZ!Z|<~wi@^s%1{i*3knK~
zhy;DI`qGj8on%1kX2Bz1Bxo3c*2goKQr`POC-!mv9{?nV7!(Q(wS$ZT0mdK{t$z{K
zUj`7Qa&m(e>&60?1zyY|3`g$&i<6A<`h+<k2LA!6ukinl(jo<mg@8}ci}pj*Pbt3b
z4&uh}U+mtkesqNz<Hrb*8FAGa@GnNaK>z>z=^jIeU%UFh1A*`*PY|ho6bPlZSO0HT
z+JgLQr)yE`d_O<dwGG8%+6F^Fzq=ko?F~5m7dZ<=i<|^NA*9f0I2_Lw-rP9!MFGK)
zWeAPhe#YuKZc+ssAp6(|!^+bH=>5NNUcL)<UK}SNLcZB%qqU@js-qnUe*UZd#DkfW
zl$5mpy*l;t`7^WH{ym&Ph|N1d)okwmF!_H>^Ho4#4Addp@tl$G_n6^~NR1)0`}1s}
zY0QCe{eEJX7IZ4a=`uYh4w6t6p}K%D7dKb2T0&g!aALk_p?g=of;%kS^3$%X)tA4e
zi%B*Fi}%%5?h6A3eSF7^?p`Q+&JS%m-wxTXoDIKy=v6;*6C2Nb8yd&G!k~VhLH4XF
zjBj5DS;t8ccJw6w2l!6#{c+%Ezt9BC0ccg%JH3B>BQXcI&qk^wm%SMi%0~jTBkGpD
z>q1wvB1dPFhA|(lH{5|>5)Zy87qK*Ds$++DCx3Q5be&bCKPi7jtsJN*=e4)rn`zwo
zFamI@3v*mG1=6G&i}V+{D^;I27Wbf>ywA4u-a5ZClD4(;Y`0;^i2b~wsi3=8Ur>8E
zYrvD)k0H!HX1NuQFXGys<*Gpgb;%L0FJOZf)XDq8F4Vv84h)zp$~5X1(bCegXM7k&
zepC%OX1t_Q7yP@Jmy2P=X6;Ax>-neD$}4T;Xh9E&=3`oo#Z-EKrsN(y>;{PyCyR>A
zJn4dEFJsIg09Of3(%I`ad=dCv%DGWd13n9Gcq$IN+%7Nr^bl<VE{A}`Z}Hcza?m5z
zzm&!<6}2S3!cf_GB7?Q&v@BI^I^xN=ynM_^fYQfVM#TE)0<Er@5|7XE;OTnzkcX$e
z8d!!}M&05uX!6hxPK0>c4lrTlHj#@SM?J8~rNLe~k*EoabmS+Z`IgY))YDd(2LK23
zK+5L|0K@9`OXEpAiNni|fs{X&<*N2P7W?M7*@^=OueLk{|9^#(E9wBR45>Hm=HZd?
z77(Hk{Oxh2u4p6hc0t5@rlHLhUfqAxaX0Chfmr33uMbA1E4dn+SY!E*^Oj7{!hTPh
zd-^4gLZL!%maaIZISF!9YNK9MGTFcgCR*eGu_BG44nauw7D`C&4LeFyAEZo3t1&RO
z7(eBY|4CBuYZN{YZ@Y+m{ru5`o8j&Mztqz(`6vwUOpOtDpemt`VBi+_{7mn(FQA|u
zEOw`+eY$zC2IVi43`KroZzPBCEV|=tlPxTic5+`0Ai;T+Y;5&LC^@Tkqu8>L6HmNG
zpMGAi(l(bz2DY(aHj)e{VE-Pg+u(*H9)|ddI6{&bt?igyqSsQ+52C++q`nh<Px&9w
zl~Yfrmr&Axr;HXA5Tw?iBC)4|#JLJZFPz;uAS+9N=%Z_qPZy+4u(GqQ{AY7}1pI&A
zd873XHZB07v4F&4gwcR_oAKJh*`fn2HTI0>LMs)W?odVK<*j2^Ju_c6xxp*kBRm=z
z1u0gxG&P?NGXWiw00)CXPHIW2NW8lsN~Q^(TydcUvg0gaRyy^&gg!$-@KuAcVn>j1
zAlFzyUmyK^zmPvq1n9wAQejzW+(&Jj7GdWDB3gcCh#Zbxy}r+qhU8CJ&N%Kp9vV+g
zws<NNpY<cIeEII#Pjm9INv^vw|8NY#u|RixCx;2GPmkQsfcggGDQDp|x%HnrG~s+-
zG#l3N<3tJ)Y%-s>1B+x@zneB^Vw^Hx^c{Q~2fw8!cDLD=Ur}m>PisjrSq9t$N`*wq
zRi^h{cN=R8f#e^2!e>k*Js&y&HEYYGx_Eq(3A}aE#-qZJN!;m(B5Q7Q`x5XTW~I(5
zfjo~0t*VU-o^ezT#!IPM$zHv=3&(=H$PO2$0ff&t7@7LNx#}GppYI)wul&9|mX(4j
zUvFP(nY6qfZU^jchKGZ*(@82F8-_H=w01GlvyT?q_F=>V8k;S!MG3}0pRjpUf6Xz9
z>{<n4c_o_s7H7y=gPxvpeIh~1VK!IUqbaLpj)6P)KilTbF8gUy$#{B%tI)w-?#;y^
zwhzS%e64A)Z48(1r}Y|?{kRf$0RmgT!oTqlk*1PAt==b8JtS*iYHoc$W+Z6s05|+F
zeDC^0*u)YbX4wR>z&T`7)2=8ddUBtmM;T=T;smpHr|%J3ukqf2Yn4vGr_sx7k2{27
z5ugWG+H9f>-=`5j!G5qzqTrfr2wJ!_obc^~j<HN@=7M58DKmdO?|Z$gat6r_oy|j}
z$;E8>F9todPLpG%X8rhw-?ZqN(0sv`VBnI22?aud5P^0<AyD)u8!s9|l_lXM<3`s3
z=gql=5=i))bt~-Uuv?B=kECw#a_HNDw!yCVJN;gP1e=z8id)$egB`Bh#KVxEh)4)<
z?H(^`p%}TmElQ(uDLJ!j%E4Z{;&oOe19L_aDB7AH-0M^SOfn`&9r(uG>bO*b`oreS
zATetp2_u1QoQAZJ4yVtPB5XV>=4W<vCw|rLkK!K&)~63kPB=F+e+S~4Py<c}eSyNF
z@U2N#^^u|D6tj4v{(7DrqWJ`F&$0Na!Kl@O_#UyJ?nH22PaO+GBVkxVqZTV$BI4<X
z1hXX#%k_G`tSE|dXveGyiawe_r(%^JGuM2#p`JGHJISFV`x%@qZekK+;IAGZ*AF}N
zw1x*rxGqd|&*SZrgwk`0@eOxb{Je7pDJ5iRw?!c_78{vxqlr>O3_L!}gGP)>ka-^R
zm1j#aLsR3Y#7vL{ZKP?<FN+qUTg9C#;?DAnsf$gYZ-<=xzOppyzsF(_M20=8UTcj$
z(d4;@H<{*H2Xr?+*8+H1Z0}Y$<<SI^zD_BT9`!-Ur7h&C<bV$GqI_G2A6gNc{mRS5
z;;GkuDndv_vgk2LlP|=W{te)DuBqSfjU;jZi`KkNQ3?$t;S*FUx3_Vg{XJFJ2Bvrz
z>Ws;V@m{OM2SPCe68e#t$Ic4o$2%c<iMaZ7?S0%m-`+_?P`F%Un!R*vgdbDwAv#LK
zuSXbv&Od1-dIAbm5PvlV2#Av+Pzmm@Jn!>)6AgRc|Jm36k>;W$;ctIIK@9%v=J;Kt
zOh&rk+ix{79qr5Pvsq=7?c^5uj8FrMd8uV#zhvgMh%S^qx+1e_k2Ui-d+uo7+eiGA
z@z{l)nsU_j8Hv256Co8i{cJqD?Ig%KZ5lThUE=on)k>ZT&AoT}b#AK(NI{NDA4J3@
z0f*9F@r&sP`U>=SJ`saZ*Rb)98VhSz!9>FCT4<pmW;V-JT>7C4BF&hwUm>G>x|zSl
z)nAn!uO|;tg^GkW(L&D~1W53rDH48@pp5(w>vMyc2rduo#+qk4>&H`7PWWW2f&D8m
zm)Pd%64K-JB|4vnl70u4Mh*co@{4>Leq=ZTe~TL|pv4$xXZx`!^A-t(y)E-gEJ|5O
zPdVIvOZ&0dI`=R70KV<M($HhTbtL7}!B-OSzFohwi@8g0?Qj3UaJ@OzUxmd47SFKZ
zu@ObHgttV0#Uo`0DBQ+PU~AgfM4P<r8(c!9h+|`BcR9_8#k<`=X9S)6aNBFK^<;_f
zC}lqnfVkGiqP*MW!^pt1qhCtb>)i0|*NS})mF>?A#xd@Wg3GZC&lhNLdB&k>RKNd^
zUR%Nn!okHcvz%9}tX)=u+s<^sW?iAMSk2(OaT$tevqS*KLuBi8HV0HRsR=yoz{Dxe
z`#`gvghHuQx~#XZ1Cb<z(a)5e81;j*9YR@C33LWqp_}hw(kn*}G>X&K@-zt;r{Juw
zE|o;xnZdg+Qb8j;4><)pUOgY|n`kCZk`71|+F^scI>ZG+7mk)&qvTSD6HorKT#)*)
zopPB(ySeabXF^55*@Qm1vz34sxzB6T4ZMhM7b*#Tl3zqbVLWUvgVai_)9P=MKu&}t
z44{Z5GmITGj+CUEi>PtMRM2M5{RMxn+Emr<($`*r;HL)O)B>9p-?jYXqX{)M@llKW
z%9bbMnex7`)dIr-Qg1Nx$Qs|^eo=VcrVCepAm=<_cgU(a0y)AABdasbVGm-{yu=vB
zlp&{%-r?4U8)PkyGN-g8F0-`b310S3dxJFql5DU5cOM37v0qZik`##=>Xr6R7pY*Q
zw31+w#QZ-Vt$6x@rymY4-dH7=>CUqlP$=6*DDCTwR!fh%6dtj9>|e=opClfiLz`oL
zap|DevE~%5cp-9i(418xu;i7#oJTZBU;IM?ETciBq_hz+3XzBP<SP>@#l^KO?iAE~
zD^>QjE{Xm+bd<2AB=ASqRMPFy0x=#;bthz&-`PEy)?>@t`{R};3IUhP=&z_?03+pt
zbsAGXispon0U(HE)c3I!st;c`n5w4^Qh}BvO2QRk)V<-MlD}a92eA}SE)p#nm(?2+
z3*e9Va#;SJ%5A$<e~kkB{ph*Jmy6}nV|Zgf8p9Y0!UnQ6pcz_v<*IpXkW&wPoCsAV
zWF{%pUp2^F_Rg954g;})M3F}5c#-<t5E1oDT^I@L+gYA)C^7+;lm4Z~<&SlTzaJxD
zHQuie-@9fBb^un~f@I>Ha?$$AkUZeDDo!dS^QRotkVE#{8nCfnP8oko3Ev+j)({l^
zav^4@qV<MMLaw}vDvSk7R8mAH<--I<2|lMKtaZ8H?q3=6z*YoVoL-&Fk^17CT!Gsh
zmWTfm2_QS_*G+HHql28Yi|6~bNch_r;9snYENI0^8mE|vK227yNom?iTlbwF7d$T@
z<a}oz;c$aN8<XRQgMy00$-T^9+fWyozyx~Pc(9keLXz!7UEA8QO0pS@fwF#H&^9Sh
z333v+8ovh2#4l0!PVeXu#&GXq;$fWK9zMm^Or0G69bQcybli}Fj9T-v7ndm&U!KuB
z(ni!YwFY}8GJNU5HD(k}WY}v%MAS@;>apXy4>^tN+#MEIMPu#|ma1?-<Z2CznJ#6~
zIL4+{L^DW+5M7VsLrZlPn$`~xrGX(HKH`zOsbqFE<4iQ6T!cfA1m-LC)#mFz>7~Y<
zj$RyF#~3XI#S(vQlO-358<ot@S0j7l-8cH8h~_yWLHXF2x;WxZ49TRx)h1|3B`r}?
zNYpT?NE2Ws=pt-ms7S%~7d9^QjHD{6Fnpw%#K53=(FqPl)`It10y!%;{iQinJAS9h
zf-WnUu_U1iRZ(_)^)e@fs1pl=kg)I_QMF_nrF^&{Y0DodAgrl%Oez2&9iLm~CaS(1
z$l6dLxuYVT9E;v9Ky;C3&$UyxWP;+N$kSkdp<lxB!9{^i#?>g6IyRdRTUuZRtkDEC
zQzZVhN01Hc8*1y-j+H+Q_l0}OC*#5`(W(tZmkuC;ra{l067)~}!Cov5_MWR8#4<b-
z6in4y@a;0}6{H{dzX*WjgLzq4=syf`yjQb)U9cIvT(f3gQv|efkRoExm7n*%Zq?f!
za!#FS*!%Uqt6y_uLt&6VhWN9PK1c57%rj6z>8>K9qTu-!F5l(wx-O%-S754jxoa=#
zQ$J<US<X9yX|!yf>2N5{R#zKdtGhUS9*2AswQJU%zOTg_fBKjW^o)@Oant@ENIL3s
zefwZ_#|U_J*rBLv7bNB{dsqGT0<+}DaZ@<>h;M;IM-N7+AmV{&xfB$lzYh&PfXcN&
zNhml~4a+^2FG^Q{py6yqLF~)zEq$O7_O`%~QX{JS!x>&3wZo?E;ao7iq=@7IJ^jb(
z1+G{GL|_JcP|@>IBFr)+!5xkICs;CHOX6KVmiK9Au0oJeFpZ8^z7%QHW1$DM2pSEE
zLbg8d`D1kiH{9ckQM1!(KuVye87-c8Sd+A(EORKa4kQnu+w+u?aSWW}*P=t2Vds%m
z^ej)Q%q#fEWpPY963b46^cMq|JQ6t<6HWZOgTn%hhM-0714;fUAco^U<q&0<6|jLk
z5iY~E;VVn;IhG>F`2Ij*BSQ&T18*xA!U<i_u9W2uJe-&!Aperd!lEa`YGhq^T!FFS
zSPor2MIuvVaBP=Q%;b-vj0%DOh-4=L|EN1cF6rVs&AzP_=iig`#S5k?2#Bm0kNnj1
z{g(2oGk7;0H?K=@L$}<Ha@N`fG<#Eg-j$cqLxrZQA);427TKBhZocbidi}VUH}2j>
z`Fx)qDp1pD*}?RnHBR3xF33bKSnflB8Qvsg8FV&a|K>SQJH6z+lq$zF>wdzgx$0T4
zM7-$uNLPcVR+Sjf2Y2hU%chT~XhcKebQ$rK7WX#}_Fc}T78d{@sn`%gA2=$Oh>2x<
z1h<8+!#y)D1dvyB<G6dd$`zgJNH7HR=yp*I0t?A^cMa#P6r|-O%*(}~Zzf*rb;Q(1
z_B^piEKxD44tr>1&K6br=qHCW<B6vI?eGQrl=|)~S1V<SQ4o+VP;ny_rpK!%7lhSc
z)1+Z&!e-CbCVDA3Q<QH05zBH9{!!d+NyZcr^GIy5l;Wo?bTpAQ+_MjOJ`cMW-_;C&
zr>n$2`F{CwQM_?*j8xI0g<?L0v>F{`{;@N9Wg|7-9n4!I^nMn|Einpjb^f`P!Wx$K
z*7y4PWbUDFJpYzm*`-5@aoSoU_bSnrEAAiNzFAO|sCXdVZEn6O=qtr~V6XY#P4c`X
z>{z$spz`h_S@<BznCV49dZRia<y)&~edM3Zu<ERJ_q~A49f|7*_~&$dEryzC))N%M
z^(_CBq6^TflM-+3{CNvPiwvxa0w>kU4q%)R|J1!Xl=8&K2;{_W7FncluWVaO%PSQ6
zWX%Hv{b}#ZWvMLburr(6Sp2yW;j?wmL`lilF_>Z9cc1fv3EV~7<yNE6v7UN^ToRd0
zUc^Z>007?}+vQ^O$#Q-4{+F7JYi<zCNz#Wb34oKY88?rFeIwTyo6YS00Ex<UEC%0m
z{oQ8ai~z^V@}G5JSgjo7`oElp-PV7<Aj9f-H%4QoKVK#~(IGxiJ)G`g5!u2AjV2H4
zmWJFRH(LQmY&Q$0#sSc0B(pF+WNA%_6-T)&rkCV32{m1Z9~`6M(mOwB(6MVCpFbaC
zWeCEMbYd53oB~W02v-ulT{7=Gk6JO5IC~*wj^<G`U7mk(H!!ewJR&<kN%Tfqy2?e9
zr`qHGK;Bl~>+C9P|L@~<>;C8AFuKt?heF#QAz`8IQQBEtVP-V_oX4^0&f=&OJ0wzn
z!($R<#9;*T*v`mV_dbljryRT<`o5ms!^gDRzXcZMt3tjRzh1suoW0_IhQr|)0O5)0
zVZF}YFH@%oW|1`GOG;q3`sAaglLAfAWqY$&|ASajWr1gnFn=HaD??v!gP`pY&bA3L
z(#p>G)RZ4|P;hW?P>{wjFuzwwSV(BRFdPv9p`(zt2VpB<@-4C|L5IC!!ZWePTE&Tq
zOgU8^cl2|D^glQXB>Y@f(^UUAkyxV!85JDk9>3scNaFQq7*FH$T?A&f;gx|(v89~;
zKinrs3C;5y{K@-2u?qj!n16s;r9j)`bMISKH@2nzg*UJDd&EC1DM%^)^`q<t{=eA_
zPvHNl)r(4K)seb+>;Fq;h;>_n{uUW!8y1UHo|MKgGYce{|1W(2(sfD@KmzwX6mNFw
zzv`4Vj{h4TM`4-nB{BO+?+9%z71MWeE(r~dYLhiH1Lr&v*Il?(%2C!ow826OiF<5`
zO?izeA+fg|ViiKvv692ZGG*JlMkaG8w>;ap-#3$zHO9%5$U}gKDwb!6gv{((zy5m8
z`$Rx&{=5d-b+)pp%uf|eqWsz{Am5;b%o)iH8=Z@-eotRYNHzXW$1tm$^SU3nlAYf8
zy<}#u0v}NNNJ;g`ZU5q-Ss=JE8(sAKw|YcVPm6~w{e6I-@Zhr#af-9Wq_2;2!4;da
z7b32J0$698ww-M6Hf!OpF56cT!b8JG2h%mxONK|ram7eSnaL+MTisC%@?83Dqk#zz
z`giT5;nl8eT4_Jk?2AhWlHp8<ZGy&}|ElE`+<+NS*UtLOHbXsWy%dcU6UyYX@?yK5
zTevuDW%sxPx=K3OT(G-$s@qmmX3`LZ|Ehd^+ZAN>xcBn{fBVx{a0r*h0hO)bMaA#u
zzqfb1K2d35wV$8qu34>Hp0M~o^1(ujVp&f+&;#X9$`WGQ-=;t{CZ~2_#e$POnt8;+
zFrpY%<fOWk-Khy@F7>3|O3PTq@e2!42ATJ5mh@cPmV$C<$m}2q>ku?9nWqg~-wKi7
z!vgRz|J}S477J7yTO{+xc`i~qq~dCG`#;V21uqaj=$CFCgkta9&lwYnKqCK(WNg4R
z{qRx2e#*kh_@6-Ni?(#NN@|YI`FP{_k&tnINgGwARuk!J!eSYbf`FU7zvPb+gzREx
zZGD-JEE&CFS@?KGm6-<uOf2UY9+4%g4iH(s+V%hfQ6S3z<1I97qjy7Jww3WZeygYU
z(j`Ui@#yN;cL`G0##|Cs_W-C<XlFrBA|lLCB)4Mz220|#!FvMMpMOvLyWd}pGUsSn
z{k29uTJ7YJTn4{VNAXBx$4Ec)Q+};7Qzo)1@Gu6=u*Q}qlb0Hk1q6RcgE=C5Y&B{|
zNCn8(a66re2=SgZx_Kgi70EHm&nX>V=PJb<nQh;y8%P|gB=7LIr}XQFj=a?YjzfOS
z$lPG|Q0iCx{;^#S#U>7n2pq9dW?GqPG33$Ucr5g`ho=dk*t<Q9Rp!y*ukl+il3rYi
zcjAuIZZktHBL2$mj@Bw<Jk8Exy!ud{)SVkW(;GUj&RXH<%Z6oJb1nv!+r%G`ghGwM
z%5Pw%in>jk$jhwnA{1Uk<U|Pt^BvQ}L6|~b$2+!kc;ZXf{f7zVvZ?G5@=5`|{CRnK
zTgTNc+B#1Q$Z&A8AE_GYD87UffQ@ImJRPPHs`FNx<^1-g2Be?I@v`1%O8V&5@sIBz
zz0hJIeR)ZQX=9L`RMXvjVHQ~4%Tms~*!moyD4#}v;vzMkr>O2tz?(wqGocS1R5r)@
zrb&~(dfmsIWlA6zDBaQ!v$$yHtmlRdHDG#}gfpLqmc1AdF@FR%=}`<IzyMd3GJ*S$
zY0HTm?Ja=ZCmN-d>6yVk|9l;bU!NVdbcV>j^jZp|ktrQ2>uk7YDHAg_)6quKlu{6Q
z{q&rshuR==|LIu?M-{mdYJiXtQ6$pYVs<)73&G+p0{9%bd_`xj8>5kmeoc?7)XT$#
zlN_0f=<o|6qe_=?f-sLo!Z>UTS1+{p#p={La!afy3yXhj?AZ~fG5Z?<(aLhkVc(BS
zD9s5p91X<J=sMWr2}EWCY7jM4y(<70ET1!Vd0q9}@mkOoNn1sfQoK6lQgd?CDVdH|
zEUrf*c322m>hG5v%gYU?BL=N+M^z3oHF)vxF}3pbrJk_5O}3TSq)6f1UyYeCyMEW9
zKc^`CB)qKu)85K;az`idEma31+jJZ<?G5<Q78YBTP=?jzsKsuh-QmVUfTV7yvP$i?
zGmrDRu%Vk5oyT-|vLcM?7)jw&q{-y+xCdlb6*HI2!pkN&MHfySAi$b&dFrH*=?QSv
znsdi6M+QO^Py<0;jcWeXNVfo76;FlK+*14O0wR3vGayuO*?%IR0(WWZOU>kxLp9y`
z;335FZV5S{_5}_{3GMIHL4n-c4YqeD>{)}Kv`hkVo-~`)J+!j*!Wkizr?qnI8AE69
zS?QK=?ENJ-S94!M&gHF|o3qLf4mjPz?n+_C56yaimXP$VCbIU1;V$n)we*Dc)smcN
zEB!V5(0&^-<J0L_#zFQ4I559|YD;7s3!Xo?VHauh3Lq$LhlD}+HCj!5=m_`hW%et+
zO-gxUjEvv9G%_fP5<-PAYV@P`=Y~;l5w97#<1i*tVZ6xvLl%eUrG{P|mWooVjs7pQ
zS2<y$wH5<bEb-KRzTe!IAa{*kJiY7(YW83*Any^YX1g3i_(7qeJmEobl|t3rDIiS*
ziwT^<7ftQ*T#S7NT6JYlMH&6eGR!8{%Tl&c@#FW<-$V<GNmWNT4T+vady`dKK`t@A
zW$v$+W|zD^rdy*u(EWit+UBxOk;2LbYE}Ivn7Js=&+;T4_6_7t-0JrIkk|$_y&lR@
zxfVol7R>$%XmRR~cMj0O4bL*GHJ{_xyF)rt9&R2(2g>^1$jKgen$d5Vpu}>GX#u~r
zy=ZOO%-8-5My3`&T9hKI=-*F~v8AmUPzfK~Gss#owUh^;x&Z^T@XL?39bLVTm<*>{
z2+FBY#FIx10qY;R!Zq@U%UjuYPly(X|GIw>Z_c!f()Y|*_n$}TGPWAuDgqFhjv(W5
zdv?4q(U=2zb9VtFzrgeY2ZlsEF+xVr_5o`!yv#1Ar7Kxl^!H=*aA-j2Q)43TD$vau
zy!K#N!(6s?gDP1$c9xGB_Me_#NRBO48C6?d()PSkSekbU2nfJuGz!tUi31vy$p-UG
ziU);(R}YQP@zO5cXg~W3@N>~f4Ar=iSxq6NKS-oHnsY$@qxt=W>>av7v2WnfRK;kB
z9k%Nayrl@P`Z(2C?Imxv?CP_Qm9(jay=VP^V`DE)s?l1`9Bk=nef!~Rxn?h$G)GNp
z;`}9)w+JsRaQ{GJ?j)n+=b5gKjRe{0A2j(&nkOZ&>A4zqJijFiNP^QcbI~{w`k2@e
zTSn)+2a&Up;pa>Ca0sGJ)DUPC11YJ@SGzJVp(k|P+rE-lDZXiZ_csjzWtP7fftPFV
zrbAZ0-5gvN$2Cz-7(Tn45jAb<ZNEl^gKC7PY_h*C_R-@HW&Af~D$ip5j<|nKPwNbn
zT8dX}SS2T@Y=vWWzt9j73Ug^^h~Z5;`%bH{^q}5Px!T>zVR!<NBm1x+(l-EuGSv;I
zOje?<Lvp0d80be#gWEMHTST*A_LO_vd_(Ls-0lnVPH)Ceq2V_WZ~zT<TDAv*&<4C<
z8lw3r)daVF1{M6@T1m$-3!u=cNyCgh?6rD_z!(sUTmPVJpL;fZDH1EEMIahFJ_0lT
zaz!DWm^;E~3gMa@kyNbn+X{AuKd#CTHq7~|uVW_f%kXawS5*S&=tXr*A%&}Xo*$JI
zEt5I?;!DVI+dHvbv~JSHlok-<P_}p9zLlMfBNc4s`CrDaNT-xoz~@@$(IO?OV+)O>
zO~>`aWgNWwyya7m+{m|e1(TQh<;T`Q;7v?PJOzkm0l+%&=w0?QZvT?0yLC5`oY~KZ
zL<ktFKSSo(Uatva^6@VD_7WM)q<-^#NUIBUA;JDhQ`-5<0weDySzg&JUB$t}No^Oy
z<jZ1!nIsEw0FAm^XPFf42ni#HxnYM=1jx1}mvl&cM<k{fk7b=|%N&{prVVC+!P^dV
zY_axV9pF5KE&y)G-?hGm5n4XJ&VvgFn|vbS5$63A_gNPGdLmsSQi9d{l=VPqNLetl
z!qiIpM<)HOc5<#;g5|k~znwS&y27VF4n{g{B-hnfU4lcxnN`D>s^wuzrhpf#!%o<S
zAKl#YC|MqD*uGUHas6G3^cWM8#5`b~{hxB!DRYG(RB;i7)=(^QEK}@I(t*4+FfFc7
z%m^L`BdGJ2b3tzLpD(4k)Mk>AyCb`-?&oN&Ye@3xrllY1*0TiS1ky$CHMl4T1sI)w
zoll}k9>v)yrJ<%`HOFP8>rqYI%2Ip!C@}bG#aLDfZR=LL0yuzvmoB@ENw<>yTC1qz
zZ9IEBD;O$BIelf{DHR5e{e=qEa6OXE%WIgqDzEP+#*tLj=q$vSYho7mFC$Q;#>)`r
z=!8Zb*FM-=ZDi>h?i=D);NRpoaZa_!Q0=Q#VCRD))IrBFmxRDBPcWpiwqL$TR88Ix
zYp#c`#^-6@`e5dXGwyOsn);yya`NF3j=`$O?4J)Y@$oEzfpQm!VB5t_v0yVhrpCtX
zvXvR<{Cqwz|Hz^R!l3wp=;QD+(*Lz-<PsBum=5~r|J&74A(~4Z&aImo5-AW}BHq`5
z#9fwNU0sd8A=B3Zh^gN<>$~25QWx!Zuokx9&j>&W)!t3&6>=G4?NqY1nGa4>1F^M#
zNRUNM&9iK}`&$<3U*$bn*p1VtkQ?}|)7Q?WrCkm!(ahbx>)I&4{pA;1{(yIrR(AY9
z4K<Z8O>*oSNLi(i`CxSVdKMJvBke4xT3+?MF6Ln%mUF~ce(3Y8-(*%4+|E;m0lSP2
zDCPIjLdd<)NO|!MzSLN_oD5D{!RD0glcQcKWGRG7Us-|PGO{#Mk-WwJiEp;vGEn%Z
zEYms=9}AY|Nnm;TLDfV8`3H;ozSZfIGL_7FQj<a2`**hB*bz3<%cnFOehU9Sm>F{w
z<3P#qa$hgV*RgqY!ap%C^-3eG&bp<gu4kzEku|GkmU=RPbF&&H8Tyv!1vQ)Ba8|;=
z<q)AogCf$B#X@%R!ZBSfA1itNFZ?Feb}yl}n(l}W-g$ZWtY0*+F5{+b8)X~rDkrty
zH|AInUzsCS3CMu;GAVJ;O-$sB{pfck>?3>;df$m~aeEDJS<VW>D=W>JLYR4fc6XJH
ztqrHl=LcKm<u}KC|6QYRwL*Km9IZN)O#WIk(blQMu-REeW}y42%AzI(V`#22TyV2a
zWJ3}vtGm3cN;m3qHPhzmkWXy_?P9M4U9>$ge=;8Zwe4sRM~HUM*Ya`Mnpu2(3$f>5
zHSPSb(Y((^keos$?%LAbsk_)Q18<GU2*gZ;2x)P~?3`3+q|EgUa;U9o_?4>K5<lOn
zZvMT#VVay6kOj)~AOa&Lbeys=Im09L8LQZKP`}Nmy3iY@g4lHOZ<sGV<C2y6lU7(E
z|DZA?hMVs<Hn8><>*4<7@|t2=n>WWEmMeVv5UJ>~9NpDoLKlCG^}>Z#O$mlgtPW7V
zgNvI;RiA>qM3szPnq)$k+s8`Xu#eBI+D>#zSCwGP^YN#-7!sqZ$;kflSBdQStfMyU
z?@y)QW><3AyBX#bB$pG2pxtXVnj6%u-(ucdefh<k{5spS(>z0d+N6Nt^7p1;S}(TW
ziE~@S>0*0A4z$7z%(5Vwr4$l-%%_(_^F+T7+82}X&SglG52CR^wH0?!dd8%!#i@Su
z?_o~s1Ui|7Tny-Zb!=Ez*lr8yb%3FmFj&LKZC5JrKUq7B@80LCFgpBkTHZjl)-C3-
zrpeDr?MXs|@^qH*gh*G86BTiMz)a8WB=*aI&181HIACc;N4-|CdDmsOimriit$WDp
zl`%FJ{^74KUK<J%FMB{cYk!E8GwX^{!$eTn-I>$2%0%!6hP9mMD+xL*q6iSNREgWZ
zH?YLl>j$LGJ%5)SiW8KQ{*9uN<azHm(X-P<tJMkXI&X#}a7K3u*88fF^o2%BMDvrV
z#nP`=UbRzQwcECNJ3FzA0E4yFuTs|&uRX0IAl{@)j#c`nV8AY6AG8nx4D%8p3(=5p
zOZQ8{ox+GK1&nT&f+IlVpUv+UZ*_WqtwiJg@(Q;m@ed=+95v3u&#HB-OUlK-2u6DS
zJ+ybti`ury?z550u%kqUjC&>PYbi){6ZLiD{{7s)-k?h>BkNj=r=W(J*1XOPI&8Ns
z?&q#YYz8P&*Q>lmD9jLT44qsX9y+GGy$(vt@?_>`;jAiHmB>xHeFo=1k!tVv^Kp+`
zl_jUAbB?}6J-Pka%<kxKeLtMs&lq)b7c~fHV&LkOuS=pky~!7Qxu9$D-X5Ur3Y(Pj
z_m`dZmcZ-NKwtdZezfC**GVI$(<`l?8=<D=>glsiU0W3p|IIKci4#$IiS989Q<*$N
z5eq(Vuv)3QO$TwTxKtk;+th4(=*e|6V@_G|YXSY#M3Z18TASmHQZ~Vv2XR6+Sx!1l
zaxBXaZo9E%fNsrqQbrPaeD{ay`@`XU5ssWfLdDZ_3{X`z<#2Bo-0+{mf5`dCn+eU&
zj=;*tH-}!*meWm)%yfkGOC~KkT<h5K_ZHpNv}Yc4!g^xqc4Q6cMy%O?yf*h_-tg3X
z8(mH>b+xmW1nR57KGt!Um66P2f5EG9{Tk9m9<>Pp5LB*i+^L~D=yt<8rfo|cu;bmm
z5t3;FCaZ~B&!pdx+p$}!VbTaKXGu5Bv*uTjeSK)$%De<3NyRIqY4R1TP2n$%bVEYp
z8Jr-8e7P$vm^@>uw-*g%Uh6QTmD>BEalb0fZsD?6V*Xz~$ca0Owz|^59mNhPeie=v
zZ`JD=P1ZHB-d3n*ko{xToE$1uCnd~n8Op*4Mw9rbxI7-e5~|G4UznR164^z#!4ckY
zWxB5EXc;97MTTgZZcZm<Tny0-L4nytkBhIEx1MoS@kgeHc;EezOl0{(j8D@NPQEUM
ztWwS2jm7y*45YY^!M+fSTc6xJ!(7cy+ufW<iii0XWTVmrIDIQ+fIy!$9H9#)SM14X
zPnYWV^eE`=28mYjlezll{77Z;MA4R0Q-T0cX=?R~RliSjcYNVfIR-!dd~-a*lrxla
z9F;YSeHYbZxmj~C7ib!G&J*(YF2SA?C3f5XLl$E6zDw$^D@M_5`*1Ce$a8I%I5iH<
ztkGhyw89L-=$03&B}Rq?D6I<FAF3K#mz{9W!CEUks6s^atzVUj8mRwK1c+Bev(v$X
zhXl+_d`qjtsw$6_$Fsb-_G+G!;xkGL(J7qqI1vS^2I$U)WE}9lI%1K0tB7m9U^JM^
zW)A1v!BP>E??K9Fhu6Ut)Ov9-U&Ep^5-MfjL#P0JtpFa?S>YzLXsFEcS@I%{eB74f
zPI&I5PQd~gRj_NXpx=gcx8EkTDtMX(Z9)6)Iao-Xw@C!YW^sSxoOF+FJ=fgGwneER
zc9Puiq44?SKz!wflJ}BA+tlEaOjiReeLs7@k;4?h)>|jDmV7EPcHatzR3JipCtZf3
z(?`R1^80TkVI20=dY6d$B#H6cV2*&GhzeaEob6lWcsSS@3kQrx>u65=RvJI(Rdl}9
z*SNRx_Q$vT!?Hj6WqNP22RPCkKbuLT1O5mYV>d|{dw`0Few*|s|IWrHI3XQ71mJnM
zINPmK+aRx{m20PEt|q<rw19e<Q!?`*pu;HY^+j6KUH?&ZNLFSocEcUB(Q@{X{D&Ef
z5h{whbFrhH{B^CnbXKWr<$O22a$%Mj#Cp6OTf86zqHpBiIDXh~cR=}OLm&e(ow|u~
zP(uXUR~r*G^9Un-iA-rcsT0##!xnIW0qZq-h)%*7o35=+DJ*MhRC<4TBrL#x?wdC6
zE|cdDSi{$s?c@t;@odZlL1*cM`@f@s)P?=MLM$}sB=)UmtD?ci)^SpUGXeWHI&~+O
z6?R3E7Q3V3@HV-+ivuPy8P@xZ<ZhCn3IexrpGA|8loI+bSeF`_m%8Sml<9G$w-KE|
zZAKnyjZgDBt)UGqPY@+5YMU)2F1A2dY?zogrsG6mcl*diJZWbN#ikwGNhL@rQH&xU
zTyE%>aP8y>lHS_=e0AC;Y-r>Na>&OoNy$!U@iw%hioj?lOgjd8zDwCkJ=I7eWWyKo
z5Elf62r}d<g!d7?8!KKDQ($1=BC3<#841M&vzbag9X0>6!%4<0RhByZx+eK)J+N{!
z4iP_F`v+^>xV8#wgJaQzvE-DHP|$1I-HRu)ZkaT#Ky2*0++!ZCIH7Oj7onrWj`4ZV
zT1{@jK%NZ6JFtXCVbPE-3vN^&?+?5H_At(G2-r(varWv>FB3uGPQiXHz0a~3eLcE&
zVv1$>{5+&pUCG)FjGm`Lz+oYZb1rg8pg=+>N=8hf-e0gZgS=BjXGj%EVA)9hlS3!2
zs>nba_Y5(8UMZ-5Z-B|#-)#=Oj-f3jBF;G0rCVFt*`x<V#1-I7q=C|^Mce#V5Aa&g
z&xi>~oLikBNH~<<0K-I1Y5$}0^{i&XJsF4VCAZ8^xvRrU$E!!+N1cFJ?V|^dLr|7(
zSUT)+or+=<7kGVNzj1q!zT{dn!(n+f{d<@*ETY*66mFTCUXp$^hK;tmm8OTO3ZXg0
zaWgQSy-GpF*ruP4?8!t9EPVwN+Np)H0wvE%V}`iCIi%Bk8fRmaq322NWu}3CyWn$O
zQC3dCs5=+XqhRKQ6u3=Fv2+?!c5JzsI(RltL)}9;rA%&>7rlbc_i}!S`~+)79cl}@
zX*WbeHtOZr)7Ab$D!1AgDVrh`&PixtRXS{xQl3(qBtt?JaKXq|Q%n~ld57DFKShW8
z(Ui7Pp<=klRD)$BkIcp5BooO4fZmRNZdg=?l#vZ@Btfr)HHcCV<!_~J737e<_$mt#
zEHN#MDsCwH=P1M}OTBdqS&}a2l;1%9@WY9^?Xt<9g?q8*#VihEvQFx$^5jPK95c)|
zx}AY6aaPtGIDGb}bd=@IY(m!n)U5c~R|$d#N|_@sIbz(9Kayc5s#B&e=zM%5W?%p<
z>J1~B_{6oEW>1W^jqs64%dq0sYOyZ*gfl-ftuz;2<8;%4<1Y@rHT?40l)_WJ8A4bL
z9qap1FThXOZHy89yUXbXdJ8k^Sfta2qH140Ba-1U-(at~gWl)N`c8m_Q;RaZ12u%r
zH#?e$8jFwa&qooY$SH%pwI{9P&+(A8sjRCJ*i|VCCdkLd?tvYg%7`FN-u~3<a5;+U
zPW)5NrPzyJ{a>A8Z9yYV6apHFE$jr_<$J}@-1Q?Bo{lTfKFJ_=g?j@XmIhyGotk(i
zjXJsYewl^W+)}V~g}zcfJvXaRm8@LQ1azz4f{~QYdIwlU+DdZFB2txvYaP>{fpk&d
zv>;P*8Pih^Bl=_~J!-F%S0O3VjyQ1jUJSD*yb-Ep5x>gazz~1>zr$uF0rlvFKOH)J
z6Mv3xUNgRLqAjE=yp~cC$tb)yfb(e$iB&_*KZdg=ly_FIOpmqUD*w*ga_p-j1kt#O
z+gj#KMy-fg`1=vHEWf=c^^n-zxst0|uX>)Q3s6v9(G~Hu8It>S=L9p;gD!g48e2LB
zWoU>ABE`u4wKfVRmQ}z{3GIu(#Vhqc!;${w&>BqtmvE|Y`q1t686lyTpaJ5M5O#+)
zM8T@BHaa1{6T;eM(zAd0-$*k)5m07C_SUB?|Ik_LmHt1-jm5Mv%R7ZQN%I_M-3~N{
z&%v#awc3#DxZ|9YDfS0Xc3yO(`kYN4rLc|T<?q^NZyC3&fKzbXkOY*1yD{wAvy$NN
z8k6rgJ=Rm>IMdLH60DqUW_K90AM$PIYQrC2C^C!YU#E#*1gZFrrk`;`@s~q@Ks-`B
zHA*iou5|~}=1X-32+KP!E!ijnF4{pSjG?gaMWT`g1h{}6*>i%!?E0M-SthUK%?zB|
zb2?sWurLWk+%J3^6gWG58KLvHS4T&e82z1lC8;g;JAn_kjUU|PP?9GweD@UqG|+v7
z9qF0z@n}0Am}?W`LDKBlzo`fKLiem(dx(bfP9<tiG0#5O`LujMREJYF(3`jfjvx`J
zi7n3NWwZM3;KfIbr4?$l6kul>DX1Bw&uCeiQ*&NCucxztb=D2?Jy?E`!9>&1EA7gw
zSlQ^Ph->L*y~Qv}Sl$=?3DGgh8f|ElAP2coUDdFP$RKhoh|lV295ch$tdhL{8%P~l
zL+O}2huDh^{Sl2{%nH>|sFE_3UPX%D@aEh(;3l!JQ5KQE17~z^6gsrgqC=1@PvA|O
zMe*^R#<XvWQ;yY_9=x1VJoF-cW_D4}zbVp)Z}e_k9#J=TJ35b+s;C|?A!w3p0w{G?
z`BVDm(gNx<gLWX<q%7%9lE;tS(Ftpni|?!|npaLvMuNI>RFd+k-|82POjCCy*o1BT
z^qcwc4MK1?C10bEipF+3M?|ve>65xSf6=vl6c4(JZl+$m#%~7ciBl$Rv2ke(D6f;O
z2z{lCIKv(rap(I%-JjtSLpy&z8v!z<hNoR9uUwcGlFd=atTqo$t*oQ{GP*lvCi^{E
zTHb<n2wH2k4rMhX_0lfNHH7xJPw-`JM_euljV{sADwI{)Kv&22H%tR9&#!6~RaO7B
z?AHFZ>^f))v1*h9Is||lkwx97ne2@Gc_6Fu4%g$4#agwh1$?HjTWGdV*I?vxmlm#H
zlI&JgPp1~e`BX~rtK3TqCllYA?`p3E|C@94*{p4(i@ud0FgrU%Q(Zy)*N$+(F7v#K
zmCw?>{+UW;^bjLO`)`NmBoCU2MR8bQl(RiHucwBu*X2gDAbz9!%bh!toH#8#K4*ZF
zlQ8n$b87~AqtNK&X+5h6R0BRTf0|yJhn9yz=maMx+%eP8@ULcsmrtx1(O+tskSJ1p
zcBaH^d(ZdEf*LOIIqkEbVQ^keAu9cf&;gib%HD=bEH*!Dq<l0y81Pp~1$R_9A%4k7
z(k~^+s}E+;C=Nz6AStj#$L@>$p)X@PvnG+)#rjpIs<27x7{!63MjSgXM_u_%I3)PJ
zi;-GVX2n&g{<xL1nT|F!*?R6t9V81~AHTc$sC2r$4gplyV<_aQ#sU9%sog>8YFyaf
zdz4?-*o~VNM^gScJ=$W~4T)}{xTfQ$>Li@BVSBF6OfVw|Wtv=8lP!jkX}}twHsueb
zq#36Imm4DfY1=YLD7}TR)4^SNLT-Z<Ej%QDHS$%iyRIPPUbE#fK2=+;<Deqvr+t8M
zLs%n>O^V&PPmoQR;Q8f})96t?RcVZaWv>tUAQ7Xc`mOkRdIGMt`5dJ9zxA=USJWw<
z4C!Xgx75JB)@RH%BLCDSsMpA&3wNMoD-L57SZnyAB}JpCNflFuM_QGtj83zI<qcH8
zar&y2sA4F6Ju^H1n@2^~$3#M5r3@%CwvDHb=R!*8Pm_Gmn#!U0`f*v&URRdsrQ(y4
za2FcGXaEJUx%iVFTvm2cw%gWk;}Y#^V4(pJ9qKeouz1aJ`oZ2@!o*w7#LTERI;A0I
z&_=L0u+N}p@V@=+d_FfubGNI%ndLzded1zIYp0&SYQI0NGf}!`ZW|_fgk2<hoqupR
zk_DhRAl_!8;eO0nw|zYVWnPY^=1BXgTT%Seh-0a>?2&Ods7vVz!X~0jAKhQ&pobA|
z<s@Ru2LlcFET0Urk8#IAc7fABk%$~iT*Cy--5!sW%aW4%1)q*eV%&ItnT79+LE1w%
z2a9^Li9>Wq)m%(5X6E)&7R+_PJS@7BO2rYC1?)U!gJERMXpRN6tb!lD^h@vDZW7w>
zVn#^jE%cZ)%Z4fUYb$gYZ<fLy!7SkZZ60bbfNm$DjKd-U2l!W>tT@RzJ0AqOddk;x
z$jjWJE(a$`p{nMxQelV5oc(&#syFyzyfbdArML;<NiyzcGwy%A+$v@nl&Xui;1@h<
zA8JT7)NT4i`28y1=b>D6bc%49<zp>Y!ExDhR3Wwd>gyd=%i<tXd5>;bh*(KD2jTBS
zGv)rEca1&XWFb}{%`|#lW8KeHe<*Z6T3-71n9wEQ_ZMA$Ucg4@=osy5i<)d$yY?O+
zW(Ey_^GTYI`uwgu*%WO|7m^2wUuA<-J|0VkkKa0a7vUg|gs2?JvajSz>|NxjZ_!_9
ze3d?p?mVo~%dV@Nrcp^PO6fPFZD5HZgo>-4yL$SK9G4(fU4hRBa-?OE+iV1n7fo1k
z^`@tlW4~%+k&t180qLY<pA;)QPDMdfg@g*cfLX@f#LLn`H=Tl%BvArflOw2thBowt
zm_pwn1j*Fm?+wE9v4+VnHIa#HhVV9;1a+KXy%1)ETFxmpCFQ+Ri-=h!e^Xdn!QzEn
z<3B{twSd;1PHB1G8FpCL_qna(!z#dUGk|PHMS+)#Uu-bUOZANXYgOC@?XV8JKX4Wy
zLPHdYdUIRbepZ2gc?yN?J}^ry#N9n){F;}WK47N4%s)hCrlKsKCxEe=?<d!xgk}y5
zQ_vBd|2WBj9f5KT{mwh%KiPyz>J0%%zn7(@m@ef5k7Vf&CK)DGu$o5yk^H6Jqo$6=
z)3bM**(`>T-)FL~?^Tn`)aAD_+4H#aGB@o6Ydc8^?3vm75qk9O-vD+m69M22^A14L
z@C#H7&e1wyIuth_J_TnExf=Jy_BI--3|;l{g0?FrIt@u}gV5O&ygXiXfs~H2RV%3f
zFqM%>l2*H2@DpSkp~5R{*U5p7USEBf;|$j*G=^U=w=sEonddELmer<B5Hp@`@;Dd3
zvp9^I!E&wmh0D07@2^ZuCn7;%j%Oqc5K##b%_c~1d%ru^8Dj2*XAO$x7R^>u-X}Y-
zUHR2t)Gp!D#-Wax+T|X3KeYH%33|61^=Z308C2VdU3g<ID-vtc{rlRD%Rb9WE>WE&
zB{X9Ue=u~v;VOZ3v?>SGz_+(wH8Fj^+}N(Y*aq_H!Vj8ZP0|%kxJSMEu0xcF8<cYR
zM$Dn4ZcI*%_MKvrrn~ypQ57~sS;&TP6<c#>Z{zB@Y|tkA>%%<Ncrre`c{+_p1V(gV
z-tKDvomj|<W{OGD{E#JS+jg?~T&2o9-7J#2Y;-d5{~Fc3%j3~)E0wvdF|;S2$+W8}
z2jSR-3dq>!L_Z@NddOv6=|mRM@+1nd$$mfoLMk~OA&{%oCS`5;MK$pMVec)Y>dLw`
zVcY}3A-F?ucXxMpcefBMKyV1|uEE{i-Q7L7yVHlNRNcDWZ@=C5`~Gx~(Z9|fYtOUy
zUQ^bZ&$FyjPDl%|;@jIfbojIU=NN%;f+u9pimu#bHFfKyRZj4Laiw&upHi;So&E!0
z(kak%rDD_$NTB5+szN#jXdhkDvZrDM5e(~k^?V`b!u7>JI?|IzVtnu@z=1-oVM1`x
zmKuRA`c>TjY<I7MYXNI{!>A2@64I7|^qB?kyF<Z?`U-OmWyLsZO8SYn6|fRbVrHd0
zX9a*apK3d$L^r0$KgcVuFzhLeg>e&F3urBbMfgQ(Q5aMpHJ6X=ASZ_-xm4{%KtB%{
zntl-3ox&+BzRRasjAl|RF2<`D-gIfL&{7Q6FSl1UY$hlP9ZqIid^D6ekA-laf$+{o
zLX6X9dh#Y&SD=Qa`Y?C+J<lIOBfh~1cEP-)CEFuDQ$MCpz$ac#gU48?XKm*aIb~}O
zGC^mSrc96RC@-O|58{lKLW0gr+2V6zA85HLaK1J+ktb}C)_kySh?8%CJ!63cU3E8U
z<1rAPqwH;aj`L7PV_P1Kca@b0S4}H2cduO`aa36D06*HSC3^fqxylDu3pBj`0m&rg
zPO|UDEO7LlhASwOUWeM0AfE{}UT1go_{GM58R33U62W2E{2B3BqEr+o_YFf1kqX6!
zTjhcg^CiM9aC}`BEeh#pQ;mF0)nf;iV5?$KoH&){i%FM|MI9<q1|4J$CCrgLv^y~J
zx2z8BF~hd0j7;G0q<P&M;vl9gc*JN>Nnb3H;3K8=7k;WFjgwp{k-hmcRC;~y_*f!c
z#zEj-mz3k@Ju}GVT2M{b&%Pvf>i2Z~k1(8l#41W7*y3w<88T>*>2eY&wG<f{dE~`Z
zS(05|+;QH>uqQS0*S$ZLjCv}4k1_0-SHldG9QT9-+#2o#KAi}>{U|o7jweny!IJ`;
z*@sOg*jr{T$U#E@`5Z-DD2IXOLRuYSF0jH_Omj+VSXrmIolirgduGs5KB8!mQ2M!7
zo$Cd{4!;bfSUNK(l)OBZm0>HC+l|1fHJdvGN$SEIKeB#R9+kk<zfhrnpu_ib{RtQi
zRjK|*cF4G&(8E^PbvsqHL2^GgJdG&b)j3OgbF3!Rv5EX7ihh)!sxRVB`G^@6*T525
zdOF8^Q|r>mEi`hPhd-y^KrjFda*V$gT-qVn!>nx}VxjmiJpLpU@=9?@o>DOO$qOIQ
z8*85bls2n3od=ag*Jm-Lf+JOa7-wtOtF(^8IG-Bu73_2%caM|$oW2c=3c8CY$7hmn
z)8Z=$mT3(}c2kSB&lPm%ZH>kc|5`%G?r7<w@F|U!4(`wraMUcktKB_S17!>TBvLZ^
z1gfJcZ+~<c-HyTPq4Gz{9NQ3NrY#F^@u79uU&Ttw6osfH!X!e{pM!lf6c7iZkSFhh
zO1S7H<5H5zv_eaqX@_V+;}iDsDBJOhpQySvz$<$d=Xz&@LaupNiU7z*#H*pfS1kGB
zLH)8u;pSw9!Gkx^fzdB|+#FqER``K9$*|`~WYy*KWunt1{h6%DC{V_%QD2at#>hRT
zLg)qRhbNu5O{&&x>xaoVz$yZQ(At@;sg+Ip&c>pa>#Akr!-3)@c68vf5W*HwW#NOR
z2znf%TmLv!6lEcj*f`}wv=C58K$o^M{cM&*Sgt@_1L-kO<wOzIDbb8S)kiq_092Dg
zpXVQEard&NA^p_Ruk}P9jKCxArzDV3PNlF3>&xc7>UzN^SWXT+;w~<HN=_q7og!eu
zcbcqd8b$k+?h51tY_3fQh3T{FiN#lN)B9)y)AW1VMyF+;P{q#$0iv|w(y4&e(~0h#
zAG#`S73zaIgbVnoI6a+|ayxmHs3Z>ERtuP7ZKXxb30OAk4FL-~pCPG&@EB&T1iR8D
z7rcgy2B$uZMgmb3PJJV-1MmqZ?WJ$E4&~tXFJX4>mKG%!Xr|?|VVJd4GOUU@s3fHF
zwK07CP{St@UsKH3JNot1lhf)mk~fHYLmseDP#ejr)Z)TN=NYPwCOPVAX93%w_%k}j
z&gI)i9-QK$>RU&<TYUeP=4{X0bmyM5FlOgvqoSb@cB;72L}YGyKZEnp59t^#qZ!c5
zxRr|ep=7ow-1q}FxPagu@#L+ora5ifHZKFgHgz1Bu=@`N0<akzE&VFSP$42}mUQUb
znljh|rH5*H7wjIJrVS`I-j4`lFslBl+i8p*^7j6w_gTvdcf%J*r$InEo1FQZ(1$;O
z`WG1j{*t`BHN?cjwfy$};%_T=imx#1DWV<rbzzMCf!l_dz{8a-FKT^({h#pVc$I_{
z?KUGVQ(bH|{Upz)KM{23Zhq>_qo5ubVR_cj)%2Ap{4P&CJvL`wMm5+OuBld5J~B2y
zzhsrg203Pz=V@%tFXQsVC(TK-zyDe>;X9JY2rGiPfYqd4;Jw<cS4nsO4yW1OiRh9*
zL;EQdAoV~2Z&}`gwV&tI@XH4Bn4z+H(!JwgK1Euf)XMP`hG=Y?$o!Ga-JK0|93Mv7
zgI!4*JR0tqrXF-W2|v@7Ut{!Od@0TCoYE4LD-YOYBWKM6NnV$hP4*YFm6YC3<4Gk~
zXXb8o+63#=0xs5|WdQ?ZQ2k<y)~|-H{pJ}pxfLB74PvTH;7_L4`92G*41z?*ynJ=T
zxH6zV=bI_&CHR_sfvev!BRCvyTxF-5y=)Szp}?h!2Yr-PGK*Gcr)e%41)n-aGW+h$
zE<tkV_7_w%cGvjbZFo(RQ4z{u-!~x`K?7=Lf@5Xmy_*3CzJ)QpJ~n>2Xmwo&^phWf
zmE*P2qoWDO2V}l$+a?_=!C>Zeqs@jI-Wi*i;=|ZObi1f^`Qj9>BSdS*(w3jWJ|WUa
zpLpu!Wc5aR77@NB;F_Z=m6U~X`x>l%H!xqt7-KFue330{^TfT|a(H10Q?bIFMI&vx
zj*{<WLua;)!m<Z*SK)M{lruMoO-)=NSJ?}c_9$krUC3+mL==XG6Z%zIL|YO(i9-~%
z=5o=vjV#dY>v>C_2eE~U4LF=}lEVP`!;dA_&itj@pz*XN1h=!W3jzo^0KF?VE`zQ!
zyP_aqOx@z=vf@<}?*BGV267_^m<8}oC}h^s8JPaW<$bw5N!fAsvdqn>IKW=?@$S$h
z-uYwSldRjrl8poIp2!mjzs1KE_7tkn)~?23RW)xmVNT|PoVkgN)QeYGUc9Wua;hWF
zIg-?Zerbx3ZUSZ=*8s%qe+=CEIn4bMj<{Y`w|nXemGweQOJH~{+*PbmX))h~+tX0J
z@iL|gaZIV-Wy*W)`E=k|om3R41U=XGdd7d}WWn09^afbbr8@a>_&{+SNd`m}=`hTP
zx5N(-S&up}zbIIZo_xsV0?}sjS=J5ixah1&IakHRK$TogIy@niQ3W4Y&nB>}iL>Td
zNZHOMcpPUb0@H&}cn!C$yrfErqtkQ~r)K%qu+8`)u?b&JR_VJsJ?W>LyfQ>%lB5cZ
z`&|#(1&l6?(&-T*3~R)k?-59TV?2_)R)9%=aKE-z(|GJxx*!ak8xflahjsM-0hU&`
zGtp{l4U}qar`*4H!oY`IV{`n>q+YT#Uq{1vs!U3IDDx$NurA3b_CeafY^KG@m~I=5
zAZ(rNTkb8;O#=$~)u3Hbme*Q&nM;H*6DlHBsaUVauC0!W0GnI!ohIMFWr{h^`-2ti
zwk~6SILHX>IEi^^C9KE7s2JD8_isfXu$O}Ciu*ZaCCLe-!alK|v=C-CeOCK<Q)}xX
zRg33%--G)UPAKA~3IAb$)WrngB_((<dgHCwz|~MQtf=bHqqsOZd5z<*9`We;$MoH7
zMtz^P%(frh%z6Pcas^!@{Pq&uj#kThFWqqbOuPRaY~+0(Y?KS^lva0Za=orDmtrR&
zor}dyWOcb+SDh4~`w1k@A){N$f9%RTbE<_+pP2+B2$zo*ga7$uif~bp$WxGu^zQg#
z^o+Ash0R)b2B!Fv2Ev+E2jCF<?|nqcA*w}3U-T=hj?t9CgBC0bp^k&MZ;lzwfBCFp
z;czlr^SY2JR#do<n^Y$7a!~knA|}l$m~yal0XzY*`D$E-$VoMm5V6ZBgL~UB|0S`T
z>>uNbhe>tacbmO6=kQCGPn8LGnVqYmFN#sOTTYCmN6@Gg5k4Q2YV_Zdw)-QR({IkN
ze~c11aj=eg_aC}>>bS$jEJ5U~LIh5>mVR{iuO^kQdrd^*$^&q09bs^Lcowb{nyKo1
z&}w{LJI8T(t2!^B5-e%3iyTU~S=D03!+!KL{&U*s)b|C+zm%*Pjss{pkQ*MJ>ik}j
z&>`qjKU6LB73KqJ^qaJ*GVEp+vyhr4w;ZO>c0tAJ;kK$tlbXeUiRtaI%gdycZdQEB
zmC;qg4RdCu%CX)SJe%IJWyi#}Zlz#B1x(f62b&wIE9KiHl}=`|F!F|rUBhL=a)N)<
zeCp{J0HhB90>r+KtC~*^Pki^13ea>cdr7f;##J)~vk(=Ym~ZSgrif#|hlm{6w(Noa
zR8=G1d?}qvn5-ZM9B6Fw5%bppk0GRN;Nil{c*f5cX(^UHFb>JMLFYCsck*woUCfWZ
zCIb(*0KEASgOBW1KI$}WJcGi=;lY(rlNwT@myarbv)nw_i|(UrZgjJ|c4TxTzi{9m
zNi=0#oQv%YQet9QD-PHg=|6_p7SBxBj>^m^dGys_l*dbtk<@TaVa<_jwIoLhbCExc
z!!N_dE2MfL8o16a3azN)Cu$C7)n}@fM{W}#7I_k8=Z=0a@L=G`y!v@O%!bvsCo_&{
zvf?AFLjn}?aB>n4!l~@<?w*diasX;sVPJHTE-9v$@y<Q^Cb<)N6w!`(LKjC*Q8MqJ
z@E;Va^mK8W^`Gp?oP_qzL-;JoBVOA^g3Lf0(nN)j^HURRMDa|7L<$!HM-nkz3^4Bu
z4;^QweOWXgz(#LPI$c`v^Zcb>ZU>m~_dW(TBR_4bfYyw_NCk`(2PM(*$We!~bEVtU
z=m%IyQOOceD`G$yI|#?STdIPSHks~{NIv9>m4w_wvLMO?x0kGP)Ao}LOy_V3R+l^>
z5V#ny3_zZH#B>rNDXQqLN^$FsIoVe`rfJG!)ZIKhxR~*M<O(LGEfDTwLAAC=jjP_P
zE_KFgBWkPVs_Q6~n;RVqWhOFHVrM0<$LWGsk@S{g6y482D8M>ksfIXO3$c+_zuOfr
zHO0;JN5M=MrCb$NT54))P}oU!<zR(E^vqC;8J<^|BVI3Mp2gVVV;N&qiK^)YuW2OM
ziG5aDk6<Ec6H~Tr*im#1i5meB8xhUa&Ab>dVE(8ga(vA%;+^~rX`4Cg1$H7*O`2w^
zQ`h0Zc-yyzNO;-)j7x;$fFuSmDSnBsp&j>QgQ-$3?%@(!$VT~jtJ|1M0OPL6g>o{_
zLlJVMOMq-z1zp_Y*!kv3|BT?S{vG`LrfWEJbJ~MrO>9Rtk36|sY?=^h|NS`ChEfku
z<dfHs?xy<{6x%<>nd0m5hVReSK*218ghK#3XhLnEwmqS5s*>*ll0&e+QogENLwx&t
z3egT?z~VJEudGu~DtG_0mprUlRKTDW9_wF;U&%{iEGJhak>0nC)_g+YgL%;GSmAih
zN-rzws(o}lP19r4x>AdILF>?}m~BOds>=@{5|Y6QKTR>gs;0Y+ukY_srm2g_c~?C|
zIQtvPb<>eDEI_2#Hw^XxM?^Mp5%hi(<m~SU@=eZg@Srm6JExCidyXXn@Ua?lQQ0Ga
z?eQPItAF(FCmYDuT}`maUTe8E51<SJ`q%a9WilRwgHVO>I!_aa<UymRt!t0kf$W6!
zIhj9G!!Tq72hU9&TxMZz*17E?lZfe3Tx``;<U(Qnt|?oM=?>F&?Iby~g{J4bakRT0
zGx`N08r83p*~`G)y0!reYt=FnQ_pp;=Nn{>>dS^~l8%dkykt{``<AkDMi8_pw(V@J
z&v&QP<{P0ztfA!=^0%*UMvn4Z>Bo-80lox!{r8dXR8neJS7Z&w>oo#jhy6o_b$KqJ
zghARRX-VnHvuR&%PT#oi!>5hWKqAt%LBB_H0|n`q>yT$W2~$$opu`|wK>{(EW+*`*
zcK7G5Z2DjW1B?o2^Mq1vw7P-<84S)O-=6z<IcW7?xGW=k6k}gBQ{t~^qg6C=&-Yi1
zZDi!-qc#^*X#>~9$9_eur|35swK};tbm?q{rMDhB0ES%d0NQcK@V_*-t@ZGJhOa3Q
zI*Z$%uG1P9f;QcAjjK)bAS(T60CGI9KdNkA$<FGE|0`q~u~+y&)7wq-_BhN4T2;J}
zuKu9|XJ|x{mgjk$vL5!z_Egwlo*YM8pG|VO2H`Ese!TYZEKHSjGJ>z>3If>ijCOoz
zEy<pdnpPH(uEe<dj3tUh9HrY&4<GQ{zB=ox7x;YLDnpNgNb8GD(<(Bat2u?JSlCcw
z*$C(m$>2~z8fML%R-0l-knVAw`}R{<?!3|N9~T7m6k#;>+xxTXyb*fmZeSp+BAXu*
zacYvlhKwj%ou0!t|MvLWY{IrkShFurHc>S2r#&8!sZ%1FPMlwM=WQch9tI$nTMQ<9
zOFuoLvBwS4l>nh0JY1YN#<b(_8KJmfEjp{?dKkZU;%5zPQ8wpCF)=J&leBv;DPoME
z4b@8_irN{@n?a5-)#AKVsj|5~gfwBxOv>C{6ik8=fLsKR3pl`{UL-0GgnWSgAw5nx
z_8}nMsM^~^|Eqw2L=zzm6%~iHM#)~4YzEfN+cGCs19?$v#F^*m_LWn)bGa>fp<DIo
z^oa|l;#D4l^zi)7uBCC(Sz)Y%k%duoNVb?!^ruAHhxE)OTKsIn0yB(ga$5qhl8TPg
zuC6hIJk>9+rek(4E^0DV3pM}}i4iaLih+@H{fc+*dF(9}^G=*z#2_Xz$#{Tw_iYbR
zzt>G(dl^omF`d0yaG9Nxrdo+jFZEZ{sT~!@EhIIsgEETt7I_Enu4t$_Y&Y=R_EhH0
z5&_=m%j-lhMmdR>GgA_e^Vc1&PvU+y!~F&nY}Ga*d^Np^_fpGi4iuLQJ*9mPo<1t3
z%%J?}Y@Uz7&sEdK=|@lcCCqE#C!!t$mVs!#bfKXzQ%+<q0(dK_=-`55IArh$xBJ}<
zKHlc1t+-cp!jNzmvCYwmFAFEGbV$(TP)rgbJ%XsW>DOZ8>;|HGQrJ_so8R<wC(Wd>
z$ed0Yz0uXqW(_U*!c%FPVe`!OiqB43&FGT$cYd7hg8At*pQMp-^#x#pI}CZ2`<tL2
zOv`w|FM)EPaHu^Ik}4-;R2|2`EA5yetC(@=$WSn2F~a+%H>!PhQ~7n`hlO4JS?l80
zZT>Omm1~ooYXSbiw;JQ}%GNySWS{JpZ)9LCTRDAqh~S00r$0T*_Kits66>UzZO!CL
z$F(M?Pv`Uj<Dqg8DxxG8&ALKoUhVGv!ObYV!S*UW&5GwR1)+6BSwkK8t`Cgqf_}O7
z+?bqBsd36QF7&<!_qVk^cu@%3%Q&-5$R8i7`82PEEQ?XZR~aKTK0O>=IC!+p`aqca
z_{j(><WfODuXWm!Jodz?IDf|Q6?OI?#cwNOkRPMAfB9neFg)_L;2XIx$|@xUmQ1F-
zLat^rKN<3!%Zue1tnuzOcl9YIZnC}22MlX*=*ms|HcG&fZk~q)S*w*YKf~{8=BaFi
zl);`WSHGMX4-}pD{5lJD)I8w(s+-HjQ1Ofg!$#4!1$DsAIILOW*8RKUI+v})NY{1|
ztI@4jy{jg2wOH_NjgoKZj|ippH>DR@e_1(fp2{Jb^@=AUv=QpSsxg6(g3Sq#8S~9`
zIpK!2=#3apqeBHa=Wv9ZD6-7-8C^XcL+)T-&3}>MN&2!=+UeKdhLtY*r0a?|+qJ!y
zPOPY%F)y=j**lo*;wjRl1={0>(x^cr!P$vY?RHYc$6F8px=!L~go0BoC^9t)kD@^A
zX4_$TC4BYKNng==w`ikNnM9b-!~Izs+XRW?vO_`vm^vQrJjUtPhh6ToaP)A{g^~&0
zcj$=%%S>nKi2-kqxx;v)+v)Q$D955CzU^G7f~_4uPnp9xu7+26Ze9g1G&SBAtGZNs
z3BQQeh+g*+7}29eLk>v+LJ3@el4U7u<|x{Ny+Oi)#OonsLSnt|B6S4fSVc!P7*J_M
zSk+v!G@%uXR%w2dq7(6r_f4qHDoje&CA7T+=4kJM$@otC!Wp1Jc@#m!`cGn5tY*`C
z&pbBU?4fK-PshG94L*U`D74n72fc;~Ja-Xy+57g&#xPJA4@K;sbdzv^TWy3aAhfQ!
z2f);{MrUBRk0)fUX_9L92CrW@7FW2x`HPpuh{6k{4G(Y-sBrU>(+)`tN3F^DHWiv*
zObjm7BA<>z4#^V;OTbn+I7h=#N~l5S5I;OJ-H0L5fhPJNY%wn`FS|#p>Q-daU)9Ga
zJJWSS;<5y#a{OBV_^?nQykX6GIFD>)vUI#y{j&{*XXNc=Pps-xY$frfpwYe8)RxUh
zL=sUArhu3B6(K9lb7K}l!Hr)v@n&KdK}Q7br2E|EG0}B^DTGb-Wle`+7o5}7QjUaz
zFdf8C*Um{xb`A0t4w<P(f2s;yeH`IPuq6YKS0?rQijG4=VuD&j83B~!T+71jb$35p
zWVf1NfF0t-oc|NnHE<|<C>7k2J>NPEvYJ9F&I+ikV!9c2WW`6n!-6oQpQ|8bfUB0-
zY*>6i94t(v`j-{%2oE+CHoPE9FC~j|oOuNga;g=6z@E$3YqczPn}e8<+AcQEYsD1d
z-J^BHx6S1g<bk0;Ul6~2f#<$*NU^U~RrOTh6)nVL)_J01zOTPDF=*AO5(pDI=t~x|
z#`pU?_CY`A4#>Bc;qy9ln48S`8pV}w_&<M+Cj7Ou4+?o3b8;TvG2cPl7A9WyQ3^c*
z50&Un)JF4zMz6OclhOztZST}T_fvg0{>(6KY8ZEK_@Zn#C(%fu2}pPhAsxS<id>3g
zCy7Av*HCaLa8$V6=PwoFX3+X6EgD~=&SxHzK7zSI-h@nSLPQa6C6lxHx4N^rm$Ic%
zC&HH|lj{gx1&kj9cMmqR?{*2rTQ4jN#mJ?&Rs-CWlbGw!1Q&U-)4w^#-(Vyt+cGP7
zai(nq76}|KEV;8aM^zyYxLCPxv4a|kWi+pFLJzl5BA!o^wX<fpp7Thq0Nl6Dn0AtG
zY))}yTWq4!DE_<fbKuxUN@#S;Q(fK#cYe&B<-m4w?a^kMN>l9@vsqyCNw(Yu>Wn1?
z2nxblLne{isw>@$<T#}xoNT~x-HP*AOk0M?x~>T3zWHcaEiQ3TE5vxDp{Q_d{5d8B
zlh>xU-%<4E`q}CBZ=9(526Mz1lHfuV!D67xvIkVk<|(Qu7?|!dmtBExP(OM^!nL*K
zJ@+K(4UIp<$)<L8=<?Wimz96f*V1P{+$o`)LNkk75A~Bx1$F}$biSNC`WA8g;ggA!
zGyKfpPxyeZL>L+Qt_okknLpl#=ZdvLgh028d{f@k9S%B>Cj6HAa36_qxrw~-li^8T
zkTqm{!3l(1_#SoWp%9?ix4EJwB8Odc)=PdK50Gai6JF`F+;bQU{BH{1b+b}4hKee#
zY)gwc2~EB1iSTy1$vR|>Z*u}{P%<hHz_6nUrQ30IHdUedP+w=c60;7#A{jFXem|-P
zj|Wdm`6C}iHqh23zKZ@H3b4bjqX^GHpzODdklXG(zd{(mm!R-z;VRjpwyB$w)6g`_
zpU5Guw8)z?VR+YhkCldmVBIQOSj-GJ!bcrq#gRaC%hp>VMMix1!2#@i`H<IT#-y^K
zA%VkW@SWpf!PKYn1O5aQ1rj=&*yBh36W(s$F_sOL#5{g5HB=Rk&qmLkWus=c6FEZ+
z#@O15meR>Vl)vU;mr1a8Z|7^U;tZOs!*fMvS$}}ZM2$5y+X@w}k^22QOo@mZH*2Y(
z3aCp>sF$^**Yhvbh~@~Z9#ucZDxi`5wDyP#@vwcBcdcG~aiq4>_nixZ&)Q?bZy8$&
zYaZ@w;2uuL#Cm_Ge^13~00mn333?svt&2}vc4g_R46WQdxyN9G&(mW^HliOM+3Y(?
zCB}d%6kxADu7%4@zru&}#Xuy(xNg=y<U@jvBD;$U#7j>DUscAXBR96E$v27+A5xox
z&g<l4%|Z9|*_w<<6=AS$>lgKX?&UjA{^>{mQ0Lr%lPN{J_yRtgUa#Z4gC>DUb|tty
z5H6inPsw|<l55W4la$4%$Oko_S<f!E<u_>?bW1U~Ij7{9GRFNHje8{68y-Mz<1e%G
zQr;HWAO1E1%l392Dv_7`0)ig>_4OuWVhA$?n#oP@r^wSoMqv9ORe9E>l^jN?<i(M$
zfAWn$1}_CfuEn<Dx))ttC)g(f;ap2taqcCqn^ylY<xph5w{tBz9NSMwg3B!!R%m51
zUtLBH^$vKOpUv>hkMty8IG~Qv>HzbV!?*64+|C$2T^;YptxBuw3dqW>>#Fz<t3VFk
zF{@i9PoBy(`dCdop9qSJt<bnVt+_aj*fe19aFUnp?!~^Iq!&>Nf2IxeGi&rpS&;hG
ztJeT>^@T5thbJ>{zHVqL2B8KgRapmU{(AM!?^%_8>{5)C2ZCbCdgwI6W(^3E(|x4o
zWSYrOz`Lxia2hS8_;Z=@uS8pkV2kbU#06|9@t4z-D9xMD!GcsUCCm)Xl>YU-TKc^F
zCIw9`d1d+NBxSzT@Yy(mYLm3-w@d4RE7@T!k;rTY9u^fpACZq{fb;q|pfEUBX16NX
zc2=0Hhl6UxH$LFnjc2^FP%xEee?Ge2!)LiQg5fnjn|mJbo=kc?{CpCkpFR#jG8;rD
zpfGBE5{=khM>@=P75)XIp3Pr*GlaH&_%7{%GX<a<`H%9GkKi2Opy?kgu-p9@7V$&Y
zniO*LAN%&UIo|GakkP2WAj4U?Ii)}6&nh?Kg?nOep<DC5+(f6R<%<j{ZYI9xnwE4=
z9UeswgX_1*(QrMTxaj-8E@sGqWMYK+W5EEPe;ofb?iS_!w(U)Cqe+8OX?3`zsNMLi
zKJJ4oB1wLFD!D>b^}*ysK4jp_Mpif2X&6djVQ`|`Tac`x#j7J~a_x50vXUV-P3F~8
zz3-!|7Pj^m`)RPmYu#oq?v<Id+S_C@KmUwsojbD=cBe7G*=pWQb3gjAy`btje3<R?
zE9@THC`=U@mvAVf4~NcKIRz<MO|CyK%`JYRJB%WHn~XY0iMsN=vstHmIGE!$wT*EX
zUO<>ggP&O8<i2=P%g`6pb@NWin!D;_t4=-jjC{RG7WdlPR#mleziJy(bm=a*wF*MV
z#L=qmsMeL$`q|h_8{+|R?)q#0W5H=sYH_rAVd674ShzyIG-S1Glu0MuNLdpZ+bD6&
z<p;S~LYEUrA}pB=8S$v0GeKr<Rjn{}k>^%B_sLa$Cg??*Qk)5M{+Wmh8@Xv~nV!iU
zUGEoXCo8Kif4IXfPFJVBK*xRoyc(J;xsmci-V)e}@vEq_Hj1`UGuIlZP2t4j8CZGw
zO8@*V<5g}y+F12+xd;??tcB&nqkDGnx$net>av#^+1+}ofz?<1aFE!o7%Y`n_v4ED
zahRq@;VX|&@n7PUB#<+$c#hmLaIWF=hQI0)!g-|V>LAVx_S<Z#uG4jSe2=|GR%h+9
zlG46a^xU4_OdHTsTq&Xn?8;=2)S3`BlnW6P@qJ^8??{U#WUiOobtQTWw&;MCmw__!
z-34!d`Ndi+NhA6#2H8Zv0FNgNh^xC^#_C+V;mRFjK?bw^Jf!f`E_Nrd*e;=RdnKvN
z1;l7EJ@>l@(|2u&S41*rf0SP3#3QxbuTnlBtW(%|e9+D~mHNIG<CK%OYm_`7BzS7h
zkgeKg?8xc*HL$MQHQ&ei!NrSf&FM)%4{uk*Bo*heaFq3m;tf)t{e$`sWos~Tkyb*d
z&hs)OhBLdH0f&8EyTziGpm1^E4Q2^)pz_JmD_t4oa@E{?(zkv0^Ltf2o${v3j%Xim
zObTkvyau_Dfl-JEEdGrj;!(+;s=$6Q8w)7B%|(o)@}TrUTiM!hk-gSw{$%|!jgh!T
zhT5`(!Q%)N-nh32E)-MXWvHDi5E2%=KN0348cOeWW?%s^ad{>czs49xLrCm=2UxPw
z*BH6i`6e>gutxJ>W#WB66>hQ#pW+Igb+*u6Kz3rc$q}sEBJ8lXn$RlL&Bpntm}2>=
z>yQ9<!e?K5$Qn3Xo4P$WUvOcpW4x)d&bILuVq{oH8&*8#WnqH@jZKkd#=9Bz0}gn>
zh4kFb!!Ka6!w=9PwV=qalsxvOyJ_QIaFPm#5~+V_&wtzv$Ewp!LNc_<#+Ur{L5rL)
zN>LY?jGGMu!lNXtwKJ=t{L!~vDOxs_f@fTqQB@KdVXBZ0l6X8{W=wgDtO$i}vsw8*
zm=PS=ZQ|7Qdd8d=HNXIn|E#c_-^(C2Fe-efv9RFXjLy2{REm$)PZwMeyOnv-VAc{%
zlTN*oL}R~7`kjghKW$!hDuMfO5(!&abX4neLMX35`h6hzrreN~n;eh8e)T}`XVUVw
zB#AIeLa$y9v>vJr6Gxzo(3pqT0OZ3t^ts}s*S!awGJgjFg+b>@JsFVleSJIhTBmR7
zgUC0JNQ4X^-nhkx?EX%CqzXx(Jg9a7cHTH;{k?S!WmloG=dIs~&CqebO*`OldOrS4
z3WeMPKF!QoWhjprC#u>O@*@QedC+ljj?3A>;t!)M9hOa8SjAm5ZzN-{z`g{$KQq;A
z6;|pC@I{NKDGAjpw95V7evXhYR10+G7QYGIIG7waK-!Fn(wW0Ll+DxEIi#hrjFyEr
zvS)m?%0YRh6)u&Df|_t}a6oa6ypX?U!w>>-fo75kNeqql&^?b_qqk)~FP8L&*|u_`
zdt2y&-1C~woCaTgmN{vrj_@BzvVS5RH(}i`S@$GW@kd=pwP#{`)l)@3{b4{e{KK<w
zRJTA_8a^ccx|E&u998zy;;-5bt?JUXk8n|vWD+6^Rr6!8ZkH)AdE$z%0F0%p_57iA
z=|S4IW`9ptiBbc@^g$iK4DH8r5qa`{@4A3t)AyvQp7XYYlwOVs7B)dkaz4B|b*=qk
zEX@__16u#fuoC4bF7{Lri9h3|pLX61G1zpLa_#QUg~LiMgFucKmgT9(F<R3s&`6_Y
z>(k;waOUzZXP7{<>$OB715CiGm!Vm1pQD3B;cNj0Uh@mQ2q7@IPoEfKHQG{B^CPtc
z4LS3HV_o|jmD;gz5~9Y*;zf>c%qu9G5c4@#r%`t6h<!Wc>xGWsxWz`Vc3imf=9WHD
za+R#qIe>4#;I4M*+&;<haHn*F;UxtV97apm0#Oap;NY8H+*62J)WTRlJ8cdq=O$|}
zVW)+0KmsRBgolKmUpb?_p)eq&%XQhVQ;ALW+8BRhQ?y{oJM|rbWbAzv9_e5kE<eES
z_h(m6G8!HnWcvVOyS6rb+{hOZ^&@ANk5u@Ff0$p8PwVMd{YI(EhDsDfsUs2RLk>e&
zwc(qcwDaSqvX8~&Y>fibTLcV643?k)Uo6sL{q=eJ`;u#4W>f*2rj9&R;?Ht@MF8Uz
zFNiA{Tqfl||6)QBCTPmNRCi`DwU#eRGgEWy%=aDb^hGF;KC1+tfhPnP(od{|#z#a9
zarMDj&Qx}19!Agc^eIQwx>e2$(aAl&P39ATVOcS-FCoC-N#VKvkg<sHdV!$Vx156j
zSV<3CxT*s?#tPfJ?tg>3Rox}}j5ne2VdaV1zLbuFFgE|b^_sj<WmreI$GH2P*h%20
zJb!NOOd7)Umlimf=bl4W-|b7JxzN&Lk!^O;hWoF_)9E@jk9=?7{Uw8Wwa0gF3Cf#Q
zv;5MF^G2oio2MU54G&f5BF=_K{Mk1c=S_8`2j}86hZHigK0MX+lnjqjPoU~Fe`Ovv
zVfe9-)j!M|R2H56JuaChG_fD_G~IjTZJekp<SM(V4l~w)+tDPj&e289-DsfW4*(9>
zEiMqvf@92Jjd))zi}aMu{!4`@USTMrlh5?ei~(BC*2Bg&JS0e><(2pdJr2(e%8B|N
z@zKVZrF!VFW_Syi?)@>LBbcU=R6<YrvAkF*j9ojc63nZ@_6hR?^i*|LBK#!-DUW<>
zTNAR-X6JMEbI{RD-Zy$2FWj4>!M<<1Eq)WUbO&Acf3unbA(5MYCs46VWKpB(G20BG
zFpM(oQ)RPel{$WJ0A3MOSeX83@NMVST<WVi3uYmB`p|U9_IhE45c*MVpdhJ0JxE#<
zu`t+lA9UK&2-(-&!%F5%k+Fp2@B>6U|59kvOwBCN)*QUB^N0sTjR@_w)wi<~ZKGY)
z3I4bw5_nKW*YU^hYRV*upS+iU*aDDtvKp@^wNLvu3#JAO*B&$1)id!k%2Bz>MblZ*
zS$N<Pif+c7$UbRJ&KK!^b?yY}Ugmv0GG2Gh7YOKuochIzDluIU>v<Qtzk22h*jFrp
z3-t%4sc_3OSn-JZ#5fIGBq?{49u)5EMbfwXqM;r#jd>UPT3J|l@>(&(izv#nUhfu*
z*|5E3K4gBB61L)5@0J8JOQU-tX^weYLmNF_XV}&`?16Rxajxo^q9G=;DZz1_pO|V2
z9s{9Be4!+J3ox0Y+ES6>|Iw5xggDjP2ZRP#0+sJxQ%`kVUDk=Gk=m5fA?x$a`1T6)
zl`3^WK?I@X4ZuXwOhuMb73v-Z=9GymfRR3S3bKv48jFbykl{V~_(OIN^cskVYXS9h
z?;U4fF+`(Osu?6`^gA6yRWrT#QG!ihnsTi#W&ox;R4=KaviSQ0lo?w+2vFugA^FP&
zr2$uk8CVD|M3IvM#16SSyy+PDk-~Lc+`QP><{D-D%Jtxpr-pL|BI#X71zx1%2;RuC
z(N<JF1Oo1p%@>`<nvL)FChV)nK)GyEwmwf$JgN|1#Cq`K2nUT>n#yd-ch)?@Fe~we
z(WEfpiu~>k4?t4-JsEEBC8dmB1*}TgSau;i4$+!gVCY);35TN#LZeOe#3$tZgn$Ex
zAcF-1&=5|V1@cw&4Ly!;IWdC4P~I_L&~()--_h2`&RD1CFBbfWaPsRbQKZRPB%b3`
z(h+faCO9R)K(oM6OW!qgL-2*8F?P8jC>-vz1IyyXb)u?JD(uc8t)txam%Z=BMt=D^
zG(e%QjgPL2o^|C0wa7q|^pt<OUwO4Tfl&7*=FVb&Hda>S9sfzuY#UMzVB^HPm2lKz
zXV^nNIjr<KPCWWd-2>Ros!q5r?(V^B?q-MMDYDWwctgSxXm)kZ^3h8r6J%Kp0Jph6
zg+PR?_alPss3+XsBx&{F8@yoxb`;m)#BA3mTe~86cX!#eOIy8502z5H9B}z*XV(Kv
zv2Rw&L=4jNj7$;ESAR6}hoCR<awhV}jzGgdeNS5lJaG*_D!V=j{xgBmM@p(MMVlC;
z)ngeP4jThWM{boPp&%Dwf8`sQhzei<1&(Jo-&j9Y4MKI<nJjCWEp}u9k8zA5hbn{)
z4Tmat;9dckNvROEpUx!;->KxZT38XeFm?!8keML%IU#6?&UiZL+yGoBpAwXR<woT?
zh9{H~%uOF71&Cri9e;OnLXhjA_rlUqt8JzTQ**eozNl`J{EqjZWM)OT5{Oij^fCrQ
zuXbV+f&^xKPzS2ZSJ%d~+6jReAlN|SP~ZAI8S4*A4oD89Wq1e*w+e`p1x{$Pl{8RI
zhKX5;l@EkWxsIINUrQ#i>#xOkHT3^T!bupDs86bb8in+7y)W)3U$)R1t(i+OF4nO>
z=q+x~oW!lfAz)xJ;UlwtH1t#FGEqH<y6SMhrG|3@TRpvdQd}Lbq-Wj8A-}G1v_IGi
ziqP;62Luz+T!bHK@;Sx0Z$iZ@Phc2i@NlIuZIz82oz+bn!pfwTK<Y*1@|hknlH5nL
zFu)%^Um^dzA+eQ+F6|Y}zy_=-v>baeI^1R|>%W$pf`j3ZLz$sea3WO`{OK&DTfoFW
z?XrXAr!g676-GqFb{+zUyq-zF*N;4((IBn!A^AI%rl$qHJbDi+VOuq*f{`$seIrUL
zwBKA@DICEtK65g)fh$DesHLH@8UZ!-habWF8(pjNyM1BgcA?_E+D{C$*PmcBY-EWR
zpZv&FxXCc1*;$P=c#~ngJz2>XR+Q*EVF(!{$#3g_&W#hZYu*~XvzsiYjiP)`pQnoS
z_k6;FH|Uh4COS}lYOG~esyU2Xfj3H0?@dm=PJJTota;1XWI}peQF~;teF4Pst)b$6
zwk}7m3o}&W2QkD7<l+`|r_J-P<qfqshZ(|T9N??@OROIJ18I~MV~_NIX9IoWh)Zoz
zvZ<&j6Zz@2Ur1xbZRNc3Lh^<Xf--XZCG3o2vEU#Ufuz&>GXq1_`)w|X$1d`?uXd_;
zQd8TziB<f)1KUqnU&PP(t5TaX*pQ_j*jr>%;|>PM#*RM)>sbbzXMJ{KnRT$yBWMC-
zxyLYVKUMFl!(FULM(;bGXz$#=bcTX@Tulf%7heT44v9`8(($-F;e-i+z<@|c5qjjj
z%qpolc0FUXCpT_l%9MNp9`Y1S9fd6a<kd9nSoQh%Qg>^O7l{3882zCj1OX0?yDxxZ
z2kbwk`W^lX-)#rOWl*JV9@Rd1N}Hw+6jd<V7InE3n0jUX&50V;uXl<OXX0;o0f<w6
zuQvd>`u6H=QT^&akfiJJ8)78AkblL7BLr@Kr%qkUzeTym11W8Cy7RXrYl93d(x9OQ
zdtkscLk{%+zT`540*)p8khL?yrRJX|h{b-z{-2=_;4Tb44T1rxiwq*ZDUa!npT|Ae
zeW4kz2Tx)VfW#F7?)k-E(ltf_vNN(5_9u)%Jqa9#R73@n3nBm3z!jvtz%C46iBqHg
zWQnt1&L8xOe1Rko!9ONIR>E-pgaVMdjQ@2~x99V5Dk0yP$Jl?yS3r3|AVI@^fa)lM
z4J3_YKH%f=0DFC2LdZbK{|uFhA`fKm_OZCaF$7?i{~Ia`FOCRn)6NZC(AEATeGZSd
zGr|h;+X^FIDBSQ6QQx%xE#dx`!~Q!`{&)Hfu=X>|uV*C{|1@t)<yA!Xt5B@p`m6p6
z;{00~;Rru|V!Z@_alQN<ygnCqjkVVnod%^o^oIWpaaX+{iK4!}JHY>3=Dz@g{~c5o
zo!r*@2)#h^?*<$G3ao!8bM@9TzAF!7Y-8l;<Y26C{eER@U;)Fxh);+Ae!<8@$HMk^
zDf91AE-rjpDPtQ`Co_Bo7C@N-KCP0QoiRSGnyi6^v7r+_t)jDm(;p?`*7~M^8>;3;
z0AW@Jc6?efV{=n8CwvA5I(%9|TPs@!MLT^%V;EW?V;6HnV^IfvH+))g8z*B2J6kJ#
zCu4jk2WP+o1k9Zr<%}H!ZLRHWZH#T4@Y(QbMa-=LVu0UwIU!?1TO(t99v+zARrvyZ
zGC}_Vhz<^{a&Ng3!<UmJ3NFqA$i|Lgv5>RzijeOc5HJWB)JOdDEWXg+mw%W2zYBn3
z{+|;5k5od3ZwF|f)g1Z12;28yd=FbzM%KTBmi1o*E!&?#D}&F7Ps{%vL^kh{_B#X>
zL<RoWu~izyEeXp1F<?D(k{lX?*bF8LT$t)~CrntXW)LzlNH_?_!nH9qI5J|}f#4DJ
z*sA8EHOdWb5DQwoL6$#0ROdQA7zp8JYOA0EI2NSK-lD51uL*=*Qb<|C3eXVh^Z-r&
z;_e*F71O3a0#T5Gl)U9vsu=aWNZdIuzm9qx60dog$0N^!OnZCA3I`TM=3d-DFJoJs
z;=*rqV!p}cg~nS*l?8_Z;vN!I%u;DrMD`t-2uQ5#=-972snv_UiqIHGi(nftNKcON
z<90M`EgkCApWQ;l5ktrDg1%)bMf?8>LaA1LV~dk?9-3y+q0UfQR3ke3N&f>SS`SK4
z1PsX_zfSZ4B)F)}_82XMG*sT0IldtNrl}B<P*Qb9J<5NFJ*od9-5#N)%7ym(WI~xr
zD;Qx6-@3l)a2k;79p8Cjv2+?}cWB2+bs0v8Bi^XM^2>Zv9V1@VHn=YK{#!-K9Mc9n
z1czw+ji<4Cn&sDwueWlKz{IZR8~?)W@8<lYwPvIH+w4rg%QOM4si2^MzN4`bKEt~&
zDBx@VCB#VgTj(DRIwSobGXKlQHBVjB5sMkab6xiWF-B@RX{dO(tcI%=1p@<$kq$!V
zaccpd{wD9jAMPzWqbJH`o^n`67=E;-4CQRnm3@7Z?1bn=Afo5Pc1Wy=!mq|$frMP+
z!7t(|m@oX4pS%_vlC6T9GfuwORLGj?(36;n`w!8NC0}G?#!R46noW8%<8V*BR2Q4P
z7O^AGy!I|dxMY&o^WO5_Y>gVkka%)ucfC|S42Vd6`XMrRJIUReJ<s$Q+J@5^5bDvd
zq23e1L6|*L!r;^g15-MnW7I1TVWg}~3^Ud+7;gkeNk2J;e;SxnA3*Ueazu)G%I`h3
zn`=MD?nXK?*J;8(7=nTaOR9_40#^;O3|B4z`h>h$09rh4>6Tc}QygOct6-qiIU85=
zGj3mY%_*y_(Jhuu-_>d_{$cZsOA_P5iRofetaz^!w4pzZI)&KGwlL$^_kkpbK3s#f
zF*U<H8ab6wL2@2>HBor{lLhW*>ZS50DC&q4(;01oEa=+iMR|E}r#5X{*P6DUH(r9W
zN26q4KiQf$>5R5mz+&Qmzme%iu9t8jE$ICGH0xBCwJL}*8^EM`iNS2@X2TRtn%kiG
zV>gFJVpgnsc7punb(j0;W^{IA_$Z|lJxzscsp(v)pCqd!l8aWPzYAII&5i4U>D5uh
zwR-SNd)lPOUiQukd+Z=)6~6rv5~u5wL8Ja~1I{i<jF&Pjr%#D)&tZ%2_f$h>tpTo+
z=i^=?IeoEK@(>uVV{llBT<HF3kGl<rCN<vCj_g+wA)QRB&udgse2If!IdTRc&lVwk
zB7m@zBBMEQ5_?Ag?9-P?5yH+9M2wR#Eh@cIQwHu)70xB^{HM{c2M4+XNc(BqozW<0
zqMwg8vvC|O75b3`ZMF#G7fey6DX1z@zeqPTV@~2Z(o8y;DGTd?wpBnSqPnH`TfucG
z!NJ92W=&H!=U-Ta=$JQUjO70qE`F)<2F|L)Nq{NZCQRmw<Q%}Aab{n)sqFBmUA4ZA
zS@mdLnp)+>L9LcEKy7M}Ks}M*Mm=>E-EIaP1My`d2U*Da0X5tS-+f7FBFw;FPMCNG
zSmW2Ciw3wBXSf#9EvicVOc?q}gSFdIKFUkj;Par<EZDr%*v{ftsD|A=N)dx)%^i~H
zU%;ZSt29?+()QD(okLYd0{B<z3+RwhHyvYOXrs|b*LksKc8od^lUfb*%=BDS7`CU`
z71<fggjwWmXXSKY6FUPRWP6i0Gp7;y9mgC9j5*dkump?M%$a;sEwo3NXiCiw)aq8%
zMviQ(P4AWm4d9d)r@nCb*Ojo=Xvyx~T`ktMTjdEMk4_rS;t~%GsnXNY6?IfHVvfXo
z>*mLwDTIMk&|EF>p!5k3HUnixFZ)1s$TH!{bOY1tN+yI$Ikn=_12TAJpQSe!{g}hw
zJ%*Ofnql5t>9eR<8xfYzm}l?FT2khf@b!LoySTG|-tULIwukR+T#l|F3_(<@7t`Z}
zNFLGVAWQcLrU3MNlg|t7;lWAVzId#2El6yb@#x>!hZ$V6dBOc`?476qZRA9zGg~q8
z9!xf@F%)&~H)08UIL{t1prz9XCSNicSEt@AF`XWjs2&xB+ku`p={b0|P@K}W8^~zE
zE(yvxT%}JZosY|#qtf4R2<qWW>MfbwN94IQ;8W3T6W@MZ2dh!<t=1~y?IBk-8E|DG
zm1_*StBupOU9cow;9kP!%p>CVFI8D7M49AE8MH*Wj}0UoRY#<XDD69be-rR|Bgge(
zKc78$LcoJ)s@Qr{RKKMq{5I<7|M?0%Sh>XYZt{eXpBtLSZjtcg5RsBMD;&&c1u&5M
zLBa&|Z^A`<8ww*kY-;xbd6UH_-h@=hw_V>Tp_&oAe;6m2c^hjsa_ym``h_G8E}M|>
z@tE$14ij|9&;%7{l-t^Ev6HQ-d!4F83o=T8r7oeSSYM{HYA?9UR<%qG5VQl)xT6}<
z8dx{biO(_Ph=jFct9I<`2{z!uK;j%b3X~CdP-6Px2{U{PTUat{Bweu-0|g0uk#qsW
zCKrej*g#{iGHy@o0KNqW!%Z&sF=6e-8}5w5UU|+8-L$37KxjEamks~Q3fN~D^y_`<
zg22+eWnL$$GaQYWMc8=VPu8jiFq$qz{pPQJS0Z|=KI8H~xVlZvd)qkpM8&2Kx+Wz%
zcI&|4+BU*Te<U=}i_Dx@Px-ma7F}?3NN*%3$ChBMA<UG^*_&*gh6Q=s=XT=}z~%|d
z*dA5NEtG{d%Y5>x-?<)LYRh~^fPfU?`yczwKf1d2ev_V+p82mn5dcyC>`dSL#6MAu
z+#e7|PT%1jcf2Db0NznBcC>YNFf?|=XJq)ZM9>xhT5OyE1@FBoKt$Tu$Xs8*_6v;W
zdjShQ13oJ|gZ4W@`Hiyv_~-lk-(Mx?U~8yo?1T^KujPb90IxRw;)JjLPl$y7E+*(m
zkN;;c&cg%9(g5%LqgY9a9)O4duZ5viQewiV|J{izDY4?yzh?sP2u+C{pYhMHfB)-W
zQ0@JpBG&ZyjDLy&ZvEo}|4Jg>g?<A*#&-}1c-+4NU;k4SC}Qhi{r<HM*6$jHp$FhO
zfMW19Ss4I12|GSB6QEKIbb#9aL#@AorKp3gv)vzcR0Pz)LEpyF?%fcE0F)@G2*dcN
zE@;Jn!$e7Z6MZYkcNqAekRYWJloGiT9qSY$Q(X;{Djh@p45Km~ef0z*9UYw#9ev$Q
zHIo9lgff)sfZ_y#7`229H93X!h&=fam<4E&A{~%G0fUlaL$o96HMe6piq>VP%Z5UU
zrI|^lsX;D~ybYW@E)<Zj0Ac07aI(KZGd<nkIXUBBdHTOH{2z!Jkb(d4EBO0Y{M{A)
zX)<wZMtr8<jwWu+0K@oaO8=kC_s9Le{Oh;*0Gj^O8~(TOIurBXcpYG~f1q-hKT-LA
z;CFnc-(m1B1aL}P09ZFPwsUgUw*s&M()x~;_)Nb;=f8*YF#j7+e!1Co?@gZW6G#pL
z-2{Q%_5P%f3yAg!p80E@<p!ZT%cn6hAAZ4IGq!0uyQr{$Kt`a5ys{tvqc#4h{<}(;
zS^kc~zq03lI{AAe@E$Y&RV}g70a%Uyzk2!|VgFzBbnFSKrPROlx_0(Dn&2L@f`yzT
z&UCWt)ksR;TM#Tx#VV3RnvBt0sW*?|P8)<niFT|lL{)jGgNWKpD4bj|px~mfj)t~i
zobbkIIyRPWU4bvW!ruPSd7PT$YLb4Ho@Ba~#O`=|JP6|T_c?Cg-VbXdhDv2tOlW@I
z0-WRf_aScQGejK)k|bFgEs1~=5&k@EZUd@;86>r-;bwa;?)}i;KZN;=1v^j=qjB*r
z$OUy5E&7Is5euZCxV)Ylq(X~THizh9&2f7XPYpbW+ZWt0FV8WY?TZvl?4^?#n{P#p
z6Vr)7(d}L6LnEgleX}LOu?4NfgqmK1i*^l?Lc`+GymmM81_*OdakHH4X}D<T&v*=n
z!a^8RtqVh08k}bnjE;*~HLV$NuogS6oT`rOP+9YzhkUwOkwa5L`uCu?B%ylx`xE4y
z!ww@asEb3-oMv|+yQYW9a}0v1tJ+YNk7uqF-)yh#&9#;0(T5IcXPOp9lbz6APnwcq
z$>QXw+Vi+)AhrvsTar~uc37f9dlpH(d{`O|B)wDYr37-No0z#RT37m5hZE@wRl=LD
zK&)e8H|oW2L`P-ED8u7(Nk>Qe%AcCF7PWer-#}R<q<ZrP$4A|CZ`Z6;Gs^RNRN4%-
zt>TtCBOKR8)p(`2OLsZ>bTkm%DaI2Sa(v-T-47Mc9zJ`odFDnA=hzR%1$mfgEVH94
z9_v$-MoQ|uz1m$iPDS_qvIF}}1acfl^{XpIX&>=*t%p%6sdQXsjs2#*%HjmqsCnT-
zf`fYQR!D(uFRG@ar+zhs$|zzMO_{4TDbAzo870Xc*3|7pCawJ*m9I9~*p#TiOV|EQ
zTn3dA_1omBH{fX5*UNQ(jJ{;J05a;2qrJH)Q#HzwOCe2C4=sJ!lw~eV$w$>jXJ6tI
zZPmzFcew0JL&B@MFXsr<C7e1h>|NhH-u#!I&U$-=Mahb*N^>H0=TIwK%UigP)D=vW
zA~vmLwcEb@I-1}rjt`el7^(1^A-!_Q$#PP&pSKk|Iu%^@5Q1Z#c1=A`IY-_M%(!hP
zh2uEhURUSc`3bzu;q@%rQ^Y%<n#HQEJ0D0KHMq8atZBeq<Ei(|D!O4Vym7wSz3%ly
z{knt_*&5BVDSNNz=vsQ*xa4E?#Zv0_aE5+E=c|u+_4u-1+gI(MXPw0fC^eDJYUhTr
z;T`TzyVGpakmbrrQsC+Yt)FVKFGMB59(Ba!S68LiJtwkqW)fo(T5Rqkh{bDN98DuI
zs;(J^Y=^$Gm3IFmKJN|CEDyPz?K;xT?{$&GjghcwE~>psTD{uC{81R{`QNDe$MDFa
zZfzUxq~mnlv2EM7(Xnlt9oy;HPRBMnW<?d-w*A(9KYQ=v`+n80Rdv)FbB#H!ab9bV
zyU^8*b>?6-c?z5Jovf6!owYlc*T%QG?a7%b1NPTygU-L@o{s%f1~$#T^sb9AUk%kW
z>lv;bio&Y|{p0od6ZvN%NeQHP{|Jd*su6RU4Ra|rR)qx-Z}8$1DZs<4c_d%;RiXiG
z9?W8Mz|Ox?TCGNIfeHM|T5My|S1r%5r{I1ty6e!>8>Neu!}zB1Kda#BC)*IxsM&w_
zEA8k}(w#1}@mFVRG9^nCGtATvUr@%J3D5N`I}Qv<Mi|O<^Y@gLi@?mTZ^)60PT5yB
zf`yLEe8L3kk$9RB5-FPYYXU1zPAdn8%VT*Icyqo!+VHF57RO@$p7r=0>d>CLG<QFR
zlMv?uIqBcxUoOy+Hp)I~2GQh_u0E*&^65T25EwPn5la2CxG@AT3aO(vw!pqp5+*eT
zTgH4-h5%w<N!vJ`-%}d2IO7@6^g{lhe-`@Oj*D{rKpb7Z_N$iUbcAgspj#~k8;d3T
zq5@v+4C(6NOua_8$Mfbf+7wEum|-~mvG&vD^>fBI`4U*z0t~`Ao>y0Ie#t1mA6equ
zS$Wj<VxZ*p(i+L!nuMWqB>2+wv`*c{$rWHeOlR|<0KQF+Zdmd3WS54lP9^`sfQZB6
zzI|9S@Hk&a39ws+_aT>UWf&(K!3dtg_cL?2@5HH9i0@qdX#Sg{zBMcd_WEz{#*z#n
z%e&`cFKIh_^xF(US9PiF%ei_jXD*?w3}quMJq6St1+~k42R*4jPVXOAwBiBuQnkyf
zH*8~v!Ae!q>HKzNxplEs&SdwZy=d;<A2}#?;qbK%S{OPG2D#Aw;5bedNya+4-y1t-
z4gr5(P=(eAYUr89%RZN_=cim%-6xMZD-}1th$L$z^CHxpRsj=Znr6k_VFD5Ei&gIX
z)M{5@WeMmW7<~YqkLADoY!&5JL3}V7lV9US*|smMV9lSi=JGYv!8r4UDJ!tTHrMGy
z87Yn4oUYj1PL!)`CyI79p?kI!WOr7<S!!?Inp->w68I!W?X5Z*Z<c{q5L)~!B_xlK
z?#(UJnQ9joPP5ovT9JX}tG8KJkS|CDsKJYQvJ*=9Hz%=i!KmEK7OZXsJd4h&1a7&P
z{ZTbc)qSgI#~)^~3|TJlaD|EtmizS><gkK#khjVozDA%k+lKdQB&peW_z$(Du7W4%
zkoi&AeEa^oWOx@GdHdi=amgYom|bo~7WQn|Ozp*-FB8q>*tOS|C?d0kJ=)~S2}0Mi
zp7v~doZ)v-gm-uT(4?OslTM>iFKhaQ1&02O{mxERxBWY6eU16BEHMi#?evo3wJ@X7
zoLWBe&&un@bY1%BBzf`Bnj^DH9(}m8Kii3C1ug5}fA=fIZYR8M01}5QZhd{5c&&1H
zZ0IplRbTZg-FD|h3&p5O@~f+%_S~wq7(9@|+@ll7k`!RN<>f&V-_z+k5Qyt*jOc4`
zJTi31V7I|IzkG%l6wwr4p&b*E84~rDE|{-RGM}Tj{5UlH3TI<-mfX_r{yua6!F|2K
zQAzl7e+w#{yNpTSU<sjUm7I2zR`8_tG$h-ycH!+P9D}!4-|gj?VLgYvi8)6}bEAGS
zL9cL`_pHMY{!UyS28tTXjC6JUV16cS=HW-^QtOXsJA+)>_!7%?{To*5mVM)Der=ky
zL)s_ej-e$TM7`z*sVW&PUsyd{y?hZ=IDSSHbNihgcK9Z5IEtJw1s%;*QC2rt{hK=*
zz3-Nhw}g<t@rDoo&IWo1oo=&GAXTrSB8g*4U@5E_<*vm+)uY#i?#Y>He=I;P`BjV0
zTzp*hu3zid+{|tk7|J-crp;2bCUz_@ta8{SBYt0QU5h70@(V@6l1=s!iC5~@37Qpa
zm_Py(cD8i`V|+adcg2ojJ`mf0GVLaxd@ElawVH@Gh%JV~n>>qb^aS6wl@8{2Bj!h$
zXw4@g6%Bu<AH#M-nUwb_?28|T#9>|j0`pRFh!+JzPV$^fmg`A(ZG+rocNt1Oo2?Mh
zy)9ejYD@|BA+z2SLb#Qii~23k-{t(n96E31yRt~14vZUh4NGzXg3l8+z1Yqac?t#+
zRiMPK`3Vgx#D9`jbR#TjVKyU&Zs*fzkKfxPA-~(}E_xR}20wEeVZW6j%1s9I2p%Eq
z%MglZ7>XsZd^QG~wNFP$@;#K0xT@#;k127<F7bu?!eP=7eOQ8QT44%~W6YMv&>Y<i
zzj9XOVH~3;Aa*Z#tgR=1o52<(58>ku#_J$HhsW*4Ivwcxjdy_1L9KFWz-6t66bznM
zH7G>AJ3asco!0qVK^AV0F|Q35$uCn_o1F*x0pqnlBTxv5PSP`+tO)gHMIOs+JYlJ6
z@y|YpXTN*gR>X}t{{04u=uJkO%AEufeFyHEUfR2=l#Z}8vHdka4T4r~oVLdy7Q8{m
z<|wVyVjz>e>p&^uIZW6}BJN%MCtB7R61q3Z((D<M%E!j(AX?T6Rm;1-l3uko)<b#=
zQPvC<m}Kh5%??lNgNyjYFO&P)qgti_DOr3f!WrzEQ86*FxX|k)p_lIUR|t2xO`yIb
z-_uHYiQ`3X0K)7~X`>MbF;b|rvlXYdlH+0}*ko`q4+Z`*KE^b%&9{jqT}4@E2|edX
z<zwV}o+NlS0uE8=*^o{{82GZdzI~}mucMIPB=;G^)MEzHBi6N0OghrC5iikS8f9yz
z)jmiLdC=t4*&Uidxj9VC!pWGz1nqP-%^7hzt2XDz1#qtdPb{!R<T10c61EiVpbUXE
zRZOPJJ>?2)Y??o)S=6w??5uVy&>j2tq#>h>RVU2WtX1x*LDI+=-(BEirw8H2!(d4h
z&qa88xxlAMz$J=Il?#=GtzbY~Q2Xhy>7+r|`~;`6B!<-bIx`MG9UTo8$ym>I2){vX
z9M+wd8;eoMMEVawl1a3%yA(m)80dMXY<+I)t}lG6yU-pi`KN!!x)B?^54?9F%A7Hd
zis7_%UC2|A8B8oEhn!xG59@nabVoGc&>jR=b7B%1=xat^HS`#>qq5x_wZoPDd}#;V
z37f)(M5%{>b>9P8a32qx00RWuF{q4|N_&$9Xzd5-x5$%7`5&;$NmkJ>mV)vf1Dkf1
zt+KiOYkU3mAKbJM9%Xpsrl>i!%LJJ^KDR{rwh@tk!MmZ9=3z;rhc@x#{f)FF3$!S{
z?;llG4Mb5$t16CfkCQj;b2h}R1ZCh4$+BpLJvK4c)i(Prmg8_iX+fE!y!|+RIr?zD
zcT$3-<NnQq!tYyOFaS%6i(dph*x%h6u_Fr!ncRj^!+V5Cp^u|`V`fZ3vBvD!Lo$r^
zJ;B4%%1Fiy@};~S{E1Ym7B+*UmBe~VLPcZF!AzzI&kOU7*@(<9s1R}>{d}Xc>}%?$
z6mM^NMpXvmMf>>a#~;@!M4%8=7dCXEr>MJt(7*op$>M7a<Nss?**y4MA}DG>Il;IN
z6S(*}GL^2Qx<W2=Mbo?Atpdmtc(NK9%Isl{{B9_iL<JxH<hF5P9Sq3sSVk&;82W`_
zHQ?}|l6!Xt3z<Y^wC>FaLE+Vfi)QS4Q>(fiHjgNo=u3z)zysqH``w*XqVGZHgm*tx
zc^`_gscR%MlHO(fyDh)zGoRfQw#E@f7XFZQF!VL-jy9kSmN~OCf;~#BmE7HbfVxT(
zxn_9kZ~B&jh%<87pLZQ!=-G#wVW8pt1e<v;Ic533-qF`ot@`@I`5Hd2TkZ=3N^;+t
z$H9914%ldpm0&~AG1@L8nT*NS7k#Bo)|&R9aTUVCGu|wnV4ul>{^~3`9!5DZ=1T=1
zz1E@}=f97na=}+xe(zWDPqIYW=*_6sHEGhxv`D415ru%pOR>5!S2#RXk?zK@BVlRp
z(x6(PN_)eiNrb3jB^x>aD~7cP2YdA$>glUlL~KZ<(%i^}w^|rArri0v<flv7Y1YA%
zlrSb185c;v`4K0Fr7UN;T9H44^)x@OZio0i1rn|ypHmZ}K)aLpqF2v5(lKTqH%oI`
zeCeZMznuE@iK9Q4MOHh*_L!!@QR5Xti|y4{+UPF_Wr|!|R4l8!`o00In^Qg%DxMMw
zvJ{+hP8jHPb*lwU0djTo6PG}?A#{{Ek5weI__?4MFEAI-25@V}wWflpE?Pz)+9Dx|
zOIW5{W&e}2=a=zkFzGf0Or1tU%&Bb8MXB0KSNpP0C9SnrmvrsGL6zDvee^^5xxL6t
zskAKOyn@Tqwa1WCtRt>Sv5t~nl>;_9E_nkrl8BPB6|7cC)IAY#&I%(-sdU-IjOKRX
z4didT?-$}=ry>Lp(Y2hl83n`)yOT+sm-V&H@{7m^<<<-f{mRTgR<LXQRZ*BPCZB5_
z#i0CVt$$kxFHP1tr{V+X;7_S#5Tg8x>>yU(n*yphQ0PF<b4<*S3B`Zmha!7j?S_fb
ze?zfm^^33oLuCwfE|)u?o`MVl*yEp3m1IqnpqPrlLEAT7JC@hV#mlO?44{#4ZtN>h
z)v7A`s1rlp$Ui3ri)?N;YQjD*20XA<;l6yi{*tEp>o)lZFL7>gyg(Mo->PXW;prBA
zDBJ(nt~ep?E1%H&|8IeKo}w5655`uMqF6R8?E1RUb+&z%piC_XucTDR;#Ju%`0P0S
z1ieai!6mm>govo9j#tVfqMIFCUpruAD<t>0(s+syA)T}F`&CW@e;lb4Gq_+l_~Lyj
zWnd*2M)U+6y><=R6c5G8F8bb$Xj{QN{b#J?53om>h6IbXJ^P31^0F}}2Eu)Az(I^l
zg%V~ciCcfl3ur_;Fl-utkeA^%!uoPwPOd)?K*)`N*oqvens)2ez?UWy^}CbZ?^1m$
zN<}u#<%MYaKX*hnwBvWS<-Vl+N!huca1Wq-T0vG7Grl98&4~D>=3GfCKHf7$`JNJG
z9Qs!-yk!0$OkJts%>kt&{!{lISq<6Hj7=RY6$0S~ee=ZQ8m7v>s-C$%i?w(MAk{C0
z-h{oXOYCv7*IzDHA#{?3_bY!*OD={PI0v=he%>9KaeWKl7+Ts?lcDOB)q@2b)o%$M
zg>mr$Eqo&(we6pj@x$2uacljV@>fO5MeNydnBT*!nHE>U3<wCoYcUQW&OQ)uJ@-w%
ztrHFB>Qx|?)wQjNmiBO3Vz||kl1!uiIM=y~2-oNCaDe6IXb3zyF`aO@+=Ee5fY6*T
zdv0OYeQKP_9Yn|co~^FfI}q7>{=Gmfg4ye!j^bGa{-x`0@>#J5X0f)9>U&i=7A>u5
zALTw;PwynMU|#gq{qDr|Js-}X(SsYwLk8Ti)7<>(Qa+4^!v%Km^wJ(nh2uFX!r&Ih
zeV2(<ckGzJ#t;nGI2hqRCFk9K^i-a3&5HE9488Z}Jnf+3!>$pm1!qLiI-CWyCq}Py
ztD=%JxLdQk<Uln#`Vq7QzQtC;m)R=8tFSn8yL2e)e93D-z?R%i;;$=rX`_=~&~=or
zF=!0l(c4|i*NWLNhJMmc1jN3mT5S$5RGa|hb_$iC!iRRLQ*bDDmqR(+(;(!KMrQ<^
z6C1U2$747-2|6ck<e$u5dn*7|_j)p}(eKa<+lGv?5rg4Zf}HkDYuql4V(8Nv4G@lm
zlKCnmeVIK#6w)1uE$k1n8cpPV%3Psf6K>s7Z%*$?<c}WRhp?#|Wv9yITe7*a4DWt%
z#OOrbXKNlr-eITMt6n8s=-p#d57NaO&k5eCQ(Ec!NpC{i6N*Z1Hktubweam2vKvRc
z9jeWbr`;53XJ1mFKUI{fxg#Hf0vAgO^xjVbXCYMXUQar0&up&WiYt4bknsrnmCsy8
z*w;zHZr72YV9m!T89(J)`&SCU6ZbI98onFSQB0*8In0XAkuxK3LEISxfA7<r6NyYs
zGHIX0<i`A-cCG9eqO816B$zzx@Q%rak)4yjqyC?@Xfm!PM9zdUP$6zN<kCGQH8-#A
zB=*x$q34YfV75$>T`#T>>0Q%u?FvD$6@&MF8YO@!t(U+G_-HC%fH5KuDto%ByxrrB
zxSV|*06QC&Uj+ut;I#QX?Rn_I*l~Hf?HQdhh7LlXw@IL8vi0x}-KlmkA`DMg>*qv<
zjhgC}q0Pac&Xt}p8BE8Km0RECaKZ)*oG3J}J*&w0TKH`d$c|#8#dLsbwBTHo8!gGZ
z{ILB&#yFt^q2KI&C$#E))lu3HpeVUPO$m|8ZPBG`ITEn(<4Jn?U2MM`Ia=rLuansP
z>nDyZ^2iQ;5aLrD@fCdNufkllUo6gkS*oNbncE|F0W$2Iles{s8@Ti}z6<Ug-ZT<h
zYm4GZubUEZ?;;$nuzObq$hi~zxJm^i{UgFNjY0bsi#;~>_lKK`Yg4wbEC2cN>A?tz
zRh7^cqhPjgoKzH#fZdppwFBjdN-t?{ON@?vC~N4@p+n8?<0q>T8`I^e<{CqDpX0@`
zzcV-mg9%FnIsZe}y9{@<fZ5VP@_B*{-t^ODf~eY0etA@+h)-AAZ2VJJZvT4F8f0mU
zMFl6hKfxNRLzxLgx$<Md|7+6+cF<o?g5#wk;V$9q386)`8zs;wqUSg>)?hY)<r7Fq
zyt{|?*?iSQBj}Bt%>eYc50SrX*;>I)R@}H;_BD&kM~8&;K<~KxK4e9qneCW=vHyYO
z_)W&#vhPVSuCt764+f7{A#QFlNqN}e4za|noWUL&;W5Z4{~meTWfS4}hKj^(3;`S1
z@!g1v0-dVK^SHe!VtpFLvjfFY-e4F*kn4-<i_&T6FRhi!<erSC_Vwv(aJ)FNI&_~F
zY)@kiZXD($`-!7tE`l2|#Q|cT@jmmvtM{IY2kXZbyFYUXooYpVh6lS^1KP~xE`%2t
z(-35&Y%9Z+ktz{}R{wT}@H_oT*Hd<EC7m+I@WzlmU|Nr77VyF@IiTngGmR~Y=4oZ|
zJnpd>E_5$gEg+B^nUPeOZqffuU@{V{@BYeWp$1rGx=!#clIcl*UNGvvXdk;EtU>jB
z>?IkZ2qr^WD=H#OM6B)DmQANi3m-+hXj8`Ee#^EX@F4>i|1wK-84$mgr@?Ck5sOZv
z=HEx1_Pr|PBe1~1carYxvqoAVWK#dY0JdA80S)da;c6{Mh>yiq7O&xR>IoQ%&gIc+
zr<sL{KW^8NayHk!P{z$VcCUP7M~mObIJ&_6;3{lcTG-s4P3(T%^Tm#~^L~lrJ)g5F
zv^#61Yz@odbsPe6ps2GQpsJOc{%Z`y6ApCG^SnR2+Yst;L0dp=5Cwuc_KbJa*8}uw
zn5LFgwi2css}Yu)LLfU6RM*6WL)3s`Ru%e@#SYbJK5v;sll6+(u6c<g7t3zl>*`>D
zdB7pc=`O1e5pr%z^yIB2DbnKw`=6Sp&UQZ-r6^3Ka|)~(X%ejENa5l1ADyZ9bh6n_
zF{KSlG%lPnDntlc={Md-?1f<RFfP2=q1tO7%)09x-ZvzSzZZ>3GH@H(op-^7^(dYk
zLN{G{9kE>Br4=U^6JLk|I}!j=$C<p<6ri^)P&=50mp2eCc>Mqx33n5#KMdLi97;ww
zf1M$0PGYnu_t`%uqAg@Ky`g90<$4Eyr*cbNz{iwS55Q)qIv(%v1l#GqUlBhA=XUL`
zadl&$NBZQj>J)e@)rb$&p{zmDaUq}IoLb9UuGtDqmrPOxoi|FIx0DYgzl@+X?=-Jj
zcD^4~(A0xrMk}8XP3#yo8VuHpOK(17EKdD}by=*A*;I(td!Nx^`IT72)s?G?`Docz
z)<D#kDez~Btqr??6%>co#br!nudCD9qB4TY<YE&zk`Y)p?z4q&wHJLx17VL>fi1@Y
zg7y}?#xzu;ie#yQqKQs-SzX*`qYogoQlFZ)(Ap+m9dk2(Fk5k0ty6JSHV2EJtN=;c
zu9=g)?fv!6B-Mez!wG@^ufvCgxa;taU+14l^*nxR-zG!59F8We{>zvx8`G8(ZT8fk
zme;&A;&^G))+WPMa2cCWmq22M)dr}u=a7IzZmwh~S>}2kkLT;1@2}0_h$i?VVl5|0
zPfxC4ai$4h$Vd^@3LgK>Nu`YR!wc(cSWB9Fy1zwB(26ee_`L7!yHwZ&(p_bBmfoEz
zMxh$7Ucp_q<+kZ%^7P6WG}Cx30C*>-x+Df|I8CeTfB}c+IcQnM(tq^aMhB&~aaPY0
zfO4!mS(*8CwHXBKGzna(GzFtDcsrsJhWruIRwxsFn)gw;bWLFsLjy?i9;`e_9X2S;
zlsu(Mcq4X)`)J68v1n|Nh*!`XgdX_%MF6UZ(%xNo+j0Z(L1C!ew4DC;j;ZS#qxR$;
zQ*hUa0lNq!-x+Ty`4skKR_$lRN3T(pbnj<a1=zS0k2mZDk#P<i&M<=-TiON6%>v!|
z9QqHRQ5lGue)QP<odQ)3fy^O4MC3cVReOub#L)TRH>hyfVmNDUPX?+O>RW4u|Bf<j
zYz%DqbuMMPc8{ezAWz|#`MDNcy#;fWnOm5ENbltlyA=nLCp_vUZDV8oG}}M}<XW|(
zd%5sUczB^`S1sANv^Pi<9_MQgu26+PK5h!V;@s1jXCojn<d&ZLd5)lV;WxJCjs%bX
z#3+HEC~%X+Xb#kpSbsb)R~HL^l`D<6K}66%%QgWpidx9Gl1Fi6scDkTnG)=*Wf+-q
zvzhssKA_C5@in2IFZ}M6@^jDWAd<v`j_!S2!s(s3;#_%{MS>Q1H4<DO*}npNub#IK
z=x%}5d0b9QviAC;d7J+*=nIjVSP2tS5BVA3yNoQe>%)#PJjW5+iFBb39oRM+Wv@%I
z0M|i#-M%^y?taW+pj#?yjvMQYr6UDAvJUvwDbxAVPs5dp_T&hW>kXlaDcXBBcW^DK
zxErOjk;Pk@umrv2(kwke*A0P2wT6cfOu5*qnXw+)%;1hD5yp>pTEBsJZzgFo%z<71
zD%0q#{!y1~NRkB}Qxa2F6e_ABWYRU-<Lq2NRoqUD)tva?-xlLMJ-nN0eI8ueZJMvB
zlNt0`GQhUrW?)4`fZVvyi4KT+7%A4~?5c>Ec4@{WL?E9f<D%SHmMCLFKAMkfv|IdX
z#BIN^q#aR-2?uBY9E&0T%Z5@wl2`*&nbiy6CZ{3U_TM|cs~d5s1~r~u+K1g;BNV@3
zFbo)7aTwFw`MYS`w`&52veSaUGPI#>_VEW@2#S|Zsun-tm=U~l9-_9v_1wdT!H`Jm
ziT_bF+^s+3$MwyJezSR{a<l5K98PXS1tJ{kE~~MQIrh3TBtN{xa97|-!&Ew)n5ttJ
z_elkHi*S%Pzl316g!X9YvBASIBRnhQ1EY+SyGHZuBN|2Ju4h?&CF34c6oXg=q{BHw
zBMVpBi2;ZY+=`-oMh+eP0I8C><rbFx&S>|%VwYz;Y(R;)9^PU9caWq6!$dKxEsnmS
z^<nd<tc{+Af1|Q-U7;)RWGHpPiQPL##))eb)s*3{J9j(;mH-JcFh^0Sz`!pThuU=f
zWb;u=l0x=$X_zpmK_6sdC8&WrlNGWR+hd`i_#=b#pg=+Pc+&dDsgCk==$@{?s7v+)
zwuOS;IJDz`l$s;Ndi9A*>nq0R{lq21Nc(x+ADKfg*;y)H!GR2AOs!hvOAwL|j1u`)
zYbtK0NBq*E<3|f&YC8Tu+A_=~)zRrxMd0_HE*E$x>9)OmUgtvVb(w*?2RFbhyjqQA
zL@P>S<t6ZLURp2HcdPZ>dWzfyB3Ju=epfwZ*C~4f+AGebeMh$*c<`}F>8|i*_to_1
zsMF>BwODLa>mWdRsk3v%ndf0Y*W{aDH+|5{x|>!V-GI~z>%^QXPxF~fx{VCBct3m9
z;ky15$9lx%wF1eJf%-DB%v5&E-`_DE@!r1|7z{&DKwpK{!$y=MZt`G8e0lQn)(7)V
zQ))v;KJwK+oxW=;&d>5oiRkZIN;pR$7vN{Y=>Xnuli)ue(~9^zbS}krcoraILHYFK
zC}~I!&XrCpeP4S_x$F~j<%)2u3Q~W`(3{J;$7y=y>Y$G!wFe@S^(N8#eOFzw%RhY*
zg(-MUzPV@eyDujyQp*5Wr}@Xtin#VPO(`0hmQl-4sqI!SaE|{9XFHR&ON%US7Y<n2
zoia%=!zkfA8{h#JYZI3ObHG1{Koidp{20K*{2>KskQhbr%3X5mglZFoiLZ!#4Ryeq
z%-LtF2e3M2{W^U;LI+N}f9uJ7P*$H-eM^NZfLyDLbFU3*8Bn+kXLfmzXU?=gLVN$3
zeZE6V*A-{1Vy8Lz!6y2b1ak}aM`tz>_`%J!ZI^(oJb{e5wZxkMNo9sFpJ-Z9S{aTU
zH}~F%ju>d6KjJj+tE38ye9JC4a4FU9s~^0N;6hHc7$38pTbo4X?{^PBGOxHxY95{p
zamBclJK8|D@bP27JK`J}9yz-$m_FeiwsdK{9(UyKdC#sUkB$Fl$X74UhBL{V94U#B
zlVCA(^a4P%P=w=3LviyennqV-q_!aT4<X7v_`K2&2grT$?W~VBWvQ}pQj|c);@=LW
z6^tB);N?P|-fkbCLra<u4D6;YH&V*9j!(S&t}mw7$Bv|TV)yE|_y$@yC2?4=oUZ^&
ziyB+nHC_tkva_W$wry2_sf8HD{J8?fk->%$Kin~Xjwzc`lIjR$vrw(wROW|1arIKU
z8Z%ss;#G;|Om`1A1F>G2*$16z!)vOYo6KumnsWu8$dlN?*Z}Z`r&|i%C-fUy6F?L?
zIkzdTmxq&o!~AzUix{IIp`^?%N`~Rj7gLL`A9^Bi^qV~+ua&$~s$Xfsx4NqK9)ZI@
zxQnOa(DQKY+c5!g1W&XBXwLF0YER!3B#K8%sKfRhu8zYy-fhxYS==(@!UI;z0UBkq
zTyF$NTdQcICOq?APyH*20+^9^ua17Bvzp+fvljIyeLC0I!l*+TA0K(bH`t|kf2ZY_
ziVupTkib!XyI?D0!hHE#{zmY4F<N$4r}2DLv`qK(v+@oxkSG>hkKl+EQaj&3l3&wN
z@d~l)N-R-7A}_(c%%S|A5QqCK5;kKtqjXSbP^4ksxRilXP(F*$WjaRms{ER5&NgUi
zOtlf5&~$Hp%Bl6INoxi2R6gg7)2_xQZ2TMoO|yVbR-+}x4mUn$>4a#c_nZDSTzko|
zUhqHHJ6%4J2-aw`SzGe^I7G$yxnYAvUJ4p|w0Og3Koc9iGjlO{IWHm$nh#CF*8z-F
zNBTWF?Y6pjwez7EKOOGOA;byEv>=I=r`Y<`;xs<0wvF7rgDT$j7b5OLre;F&Os-4O
zIRZ=bQE4fy+VRg_whRN$5PgMthip6Y!KuvGh!b2Bp?w0=voyJ%k{`c$Zc=r9GYL=%
z+A-8czX$05T=Qz1QTGhlm|UD!UXK3WkMrXvZbGcG_iD+f-Sz<N#Lx~+=BpfQYakvd
zAUm=<D6h?4!_^xKu_;T+*#@{62PbGyuW1$2#=wK<G39{CpU`gttuB{@M8Fc{91q59
ze!OGW%%Fa!PfyKsDF8nS$=&Tq^lxSbRBxU5y2m7mum+-6I_qiqvDCU(mJ)^reUETO
z{n2IkcbEbhkuL(AH)(}k{ff7ug{5>#INluua8W+czW<e*5p$coPk@B9Aq7c%a$d`E
zVCnON!h!jnyW*tyBjkja+hGm7(D_PE+80k$f^gfdor1r9-a7=+DyBY7+T~_mqHDY2
zT8^(+yO#x=;BnkUw+JPS{!HZll!>HZJReJ3p8=ncxt=bw8>07mz0tpzT=-uK(wNH)
zyiC#94aPdgCiwb69BCi&|B2iHi#T#>KgFwbU>9DZn-5>tpF&<YcGZlicGx2I0`qE~
zsn)Z&`(>qvjluQjkgj*|y#o40jtqU`J3u*l1-H#%xMFuYzMEDZfs||RLhHQ^@z}u$
z>gA1+j9!bxf!-SZEdtwHS<*vin)Z*qxg<{gnn{^yLl+E7MGOL&Ax*lSg1J;S?~oit
z4yH=pkTz04+|T?kiJ|&R9C7Q?k3qc9Oss#mbn2L4Uk1=aC5H#{=!e^IvtAy9E82O~
z#-V%fz2A$#87eMET^zE1%7YzCFh}F$<qtqu=Bmrm(<48;ZMvFSKMrMO7T?ps3H(9I
zo&cN%(Fx!<1}S4cTa}()^&}D=jenF+L}`Cr&m?rK_V8cL<JnIahaF+Chp+Kh>~v69
zrzu*>s|NCsWyBCKrNFC4(3Ab0lnc-)5*whN0MG65VZDSoq%KV6aYA+R<I0350V~BC
zuJ>V7T=wQV>HAg9m!fHlMJa4*9S=z=lGQjF{Ua@169XZT19b*S247{Rp<A<z=M|!G
zqj)cvi1RbYM~mv4iqi;+;eU3iZqO-mVao^rJXw{~+zL#$`WO@B%IKSa)c?TeX(5I;
zv3R_U7Ik8T;N@1DDo`Y#+ewa?CG&^go+eXb?(aLgNfiZVpmKdC55+Y7WV<mGYlY5A
zH>cMz62W~!2>i1>4AHSgSK2(v$Smc(R3&88Ej>fx9s;^{9IZ`dKqaNRY)nhYKKZ6M
z-Jk6^t~DbVp^lf~+O4#oKXY8}vb`1(+}K8dknwUBd_BUZ>7mD6yt}s5(`sjMBiM)k
zUU&%|cq>!OtViHzHf%5V&?v>$_Rgbu+^{mPJnaqdV+XTkDbe+9&=dq_LJb<r*&G>E
zPlMJ^y!Emc+MC=v!~D~6o8c7P{2pJ#w<sZ|#-*1tlIv(Gcc!yPIw4!3Ij|2t7I=pj
zilj#k;_EValNkgjOV;Ja@tFKkxWmM7Tf@)FW3~S#8<GMCtr36l|IDLAk~gTQH#)3o
z(&RlQQE-yUMM0y*=o<)xm^?57953}S$IrpUjs!>i)3r9dEtJ2(tub{vHTEh^IyyKE
ztU6Kkk`K;8;Tg!FrOl5RBY%qTIb;B}<UrU^QtqRX9HZ%*UP+5bd|l@X6!h7+x8%^V
zv*ZK921c5X;V<Cr8c*qaRgc-PoHC_mvMCsA{wHt1o=vDc7BOPjyQXfvHp>#lM#--c
z$w+jTA3{y<nVL@6Kj2*@v+W4FC8<a!)BkDU+?9i63ybj|5(u+oDavWSv?9SwutH?~
z@14)z0zDIXfrl+68W9=^aWuVbb+gWN38eFQ;DEzWLINbh49wwe3`Yi=(;&C@<WfLV
z4Z!SggPqbvb{%AeaB}?gy972LFQvD<!u@LYu^Tt@8DuLlrMt=L6r{fi&f>|AqUu5(
zG19Vl*|um=jA^EvjNa?z!g0t7q1YxtZZ|%f5JBRT$|wn12yzaaqOrCzrk{GHKw`a@
zSMn>0)Egmi#*2g^LwuO-kLAgq2#|X<{1KJNPC?1s(sJ=b$QZ-NWZgthfr8JmbN3#2
zE*fy#iw7135)nxO_RveLb-}C}5)uFQZzCRxgK8Lhb8xL%nw~??DuhcHm&@y2#t?NI
z*o7DY48jBTa=^{g22vVEN1vZDshXqA)drT))h9sYsC`fj)N;y{>1-q*JhyUgu`W>U
zikSBDvT8~j1vOELYRpgY(F<oCbPSs%EMIc?%(2l{`4cM*ziVg*jrS~GMl^n73@&_F
zWoy~Sh{`O&Ogq<h#MqVXgw1sK@nmS^nM)9H-NbilSv(?fe1z#t%$Y6~V^(%H*bXs?
zGhzJQ=IFhSt@pPM7R9fU_?MbF-O57d{p2Z3_C#jKwpQ-~XTnK5u+gk9K!qWOhwq^>
zr4N?7;106&n<)jQt&zfVVKz)&3ehyez*zurBfcbPhlFqbnTwc~12iPJ&CsJfhb9b#
zwIPvSF)O?~aID@c{ij4DG9#vebz$;h$(|u;3U^&!Mn46em-Xd=4K_+YssSh-=0I^8
z^<su@k#q9=<%megZ-?@wC?kdSdCZLZ1^hl5KDmlmTCMcw)SZpt?0)y140?zG`;&iQ
zWxDAr+v#rkNdN*ImVZpEWwpV*svY5{qLnL4owRF}4>MzCVYv}GBuy~f%6MK1p2Lg}
zaTpohvFocVs(Mn-bG@qT>`#?%gn8%d4ZiUTJ#cgHh6q^d=O$)GW9m&)Q!yDs3x_Qx
z6io|?J;gr8^~YH?vrtL|=0L9KtHRcMxq0%rr<+$iEW`i4xHy4h*TLEYr75Z;NlPJ^
z6a0P?=Wlxg9aOSGtP4Vmq%(O$$y^cPLA7Jd5_)KYX*-}28N~wEj{)we_E11!DOmw;
zLVFH%Zm8LX0Ev;G!?01%`?1P(cJ()Q>UR`R)AlEVQ<jI}<h9TXy?zr&z=4onIpXq{
z-qzdKW6TTR%lQ?z2gSj9hTQrFb<o{p`_aQQ@cLH(@a?#@`VqDlAJ^#1jRFIK5FaFi
zER*`9e&Y5|7Owad!(Lp;h!z_MJWeaY;U*&gLx;_ajWpExUd+;-NBRxa4w9^pebZyl
zZg&o=O!jCRz?W#kS_tRI+qMixxs)m6xJEO0N;(y+bl}!FvYG%KcIsf6lxkj)cxW2>
zQr2zBt<_F*$Bco_8ug{4qRE<dM6n1@-~oEYHOg}Ngt(`pY`9gK9Y&Nomrq+VpRZwT
z>jnZ#WS_und;;p6W+cy`{JYGBauz<$s!-NXKlA8t*9{G8Yiggk4wNi(k+K7r{buQO
ze03Es=_t_FoV~2$^y4?s0LHhDaYFUTj;*EB8>eT5EQa6rio#QC8`{$UCRpNGgl{|k
zKj>-}=mM#drZN%^zYnA44$`a9POY!%DgMs?t5-of`$cHVWe27$=>IWO0}a=Fx?RWY
z3GiP&8F&^xa^oZrTx&|0ugRcN6lAA{0LgK6DUj%@0BPiRlv3{h`6})`-^X+5s-i<o
z$={?(^)UG-mCN8ME|(w*>l~J5HsWNilu{ACr(1f>vhxF^-LWXv2T;m|K=TN-0?nwV
zt2U~84kD}B7~>j$#x~r61U{lpg=v_}K?wtz&pS;u3WyEUu!F4JRlsJ)?(0i+gQZ03
zjdZ-DxuN+Cwzx)CQyI?e9o@+Ci4!Y51#dU=nkP=Tbi&-bO#($2WpCfXq91<JA^&B)
zVM)bw`k7rnygXw%j@b@=<rd2Jo3zDz^C3U+&|BV$d)uTAbm3kjA;kgG{Gk!mFy)g(
z`GE~UYk1|6IhHV@$f3}xm~>k8#ZntDX48vYB?l9ayGy20b%&bu*C2Durk3%}ktk6+
z=m6JJcEXD?=F;GDyLo!DfM%EBhiR=?nH|%!hluIv^|-D6&5W7qDfe-Zg$q_B5|U@(
z#}}t?X^Fm7+}UQcG*!%3*(VZ!_g@dcbAdA67F$W4-&u~+b7slj+7Rs2FWoyq#{n(Y
zRB!*&uUG;7;w}|B#YC?gn37P?pF!W^NbLYg@IQU%wQ8%|rHmi)6z#sX#X=(L>o*{0
zZ!#1oZu?3>7$t<=-zVQcm$JcjE|YNB*JG7ZZxb<SYI#?$57l$79BBQgHd!+{{u7LJ
zCgrsq&!eTMtL1yul|5pl?<{ul>XwG!eya^+*Il>sB2d&xdH0t=ea)Qn8B}qsq5Tzw
znQW}My$qpE8}C9%WQ^tt;nSAS6R}~N8anJ(cowCG81d2`%bl$e`_TwrU1`?sL%zfN
ze+Du~|2B74bIdWRdNZjy7weHV@j(K_nf+=UPr<`DKxCKN3dFHsEEY;~gH3pcAsFO)
zdUuo)9Ih94Y@k1Wx>&*b59{3^tTNrtv^}cd$ahFLTYDNvH^R}~k7QWcVd~RM_)<)!
z5G=O^mdKm$kY8KYOeb~kNv~18?T=41YEL5T)4us6C8*HFi_tu#(t{SB96qzkDF_7X
zfon`Q;HVtjK0kYUC9!Z=BH$#5-k2`CI*NR>^1+yl{elQui>QtgyAMUzLur4}2(S^?
z@fo8(J_Q*#f2`Vou<)Bisxo0aE^|D*u@#-Vfi%g}?Jhs$SytN};$J@_FCDFgL!`Un
zk0K+t5$!J=yx)sN^eOosOqqNsT`{J7)VgCbFAZ_*TW@}xxF^RVoTNAm<9yVacoyKb
zF5*LaZm7!smH{g3?2Zr2Z-gXFH^pV=vHm;Qr9q%1s$LsFYURldP;0jR#8Cx^JV6W_
zb2XP&pLeft;Ab$iBh!_54;(5zoSB~%{?MiZk!rO9H5hrN%(yP_&<NvK-5nt00iWAx
z3WA$(1OnZ2yNBu9%$|!eBO|;ZH>cx8g4ae*ksztURA-y>OiyC3W>Pu`^$Jp6)yYW=
z2UAQ57%>Iq?Q!UqI`Bxa;R{lbj)Sc48-b22Qrx_)HeV|)$JdQ#_o9{*ETWtN^9^6=
zTLQ#E0v8_S0`RkPT1aJX&nY2%8f!iQRIrIkX&`_9*T>S=zo}Lp&tcQ#vTvf}*AA7$
z`xlRU=7?AAuh!lwGyT2q8hEtS!M@D)h4Gp$8n#|k)a-vnDOy^`VH96F0~;wnwejcl
zt@$o<=R*F{p8>`2OwB@FpS$>%t4jDNrqpWz5iyl#u1>%(lAAN?|G2_Huvu#3Z}~5B
zNAen?V>oZor1fH*xh8YMFPPI2Awz(;aa6r7MeKCGaGL5}&5JLi-Lh2(5WZ30vQsPB
z`Ou)YB|<9xYcJNi$UTuDP_L?oZg7JS>HT#)^W`w}9?na}++9LV%(Zl(D`97K_M`Z0
z&`j=9WA9g1AbO?;8~e!K&@An4jDO?nG5!%olfSAA3pc=$3|?8SViBc7#l<qoP!I`Z
zHg4nW#y$Qx2v44lWab8_jFS0JZ8SHWZlK19nXoTm8vkHuh9*(^e|Q|u*@3g-u{ou~
zcaaxlcTZNBL??+lxtkZ#bNsgQzuXvAO6&?y(5tJ<OJ_Ne9(@)@m^1I!ACJITMJ&iz
zP3Ui`z9bml@`r-iY-C$Jx9bZ`V2QA!sP_DSjO(V?ZSUsVfy||EHou^&c+x7CQ2d`C
zx&DlS-q&Ie-&8GE?MEz>UnZ#erS~LWhUA}=oD%~Epqwx04wL8K@&*x;5$u(E;Vegw
z2|xNGIPOF+n48{PDoULmccJQlCaq+fIeI(2yRBfU_v_?AE;%T%Rl}H;<39JbzSaO;
zW9F7{!rY*KG3rL;FCX6FcQVbBUml!e`nH~w6H*h6&z9v9^ag@esWX>mpqF>TmQ}2R
zdp$$TA!rr<OTJOVOjNdpErZmu4HRiX`CxK+m(uOi=@YaFD$V?NiOY|rLzi)bI`%AT
zjrQJ}D{0>PlQ~Wvlcv2m8_O6x!KerFwmtl}fZptHFs@Qb=?faDhx(f?n|20o9r#&)
zvlwE6ZHY!TAQ%n0JRPGoRt&?%m-*i}kR<Sp1+S{kC@MK|5dbkAwJxXqhKb&IG=Is1
zlo9>84lJv%l5m4K8vUONOx{|>?tD1(b$vi1d5O&TSWgTo-vit_<gqxvT?|i}#M@p*
z3r>Cf{J?Ja_(2k_@nHW?2F&89P_y%fO$k$tn2#?TB-}45`O3{q;=|l1TCLg&4Judg
zvtsO43_YX6o_T8)(i(Z$^)_37)rJx3TyV2kUBe|iMM*<1f<=$W=+gS;$I2f<%1Gni
z7DmHP%h?PMr%OdMm%;&W?3_^GVZ0itkKh{Yiz-&o#OYewgiN5`1P#@MWq@~tkbRq2
zS=e!SNRgzZ-z|UG{rbdvzKoZ3z}ycP!a1WRN=Wz>oilZPJznodtMNKXAVqIG*s?g8
z*3j`T*(vNq>aq~3gb5?}A5hMJ%8!68JvCZ<|L&cM3<47%{9Unz+*troW6J(LG4(zy
zOjSTH-*e*Ky()thrn>b@-lj5|JHFosV(3N76D8;}8)x>fSz2V)A8!__fuU2`fQ}sl
z7Ip8M$9gK`33(W8sE`$<l!8PwOqf%a_5j-TjexC&pwO;QmKAQ+u}MX~z)0?$GBCTP
z+bnI0z`e<QDqZEG$4}vrIyM2lFt%ZfoUK(WEGxt<A*ggb3#ig=N(14;;QwEY?cT+M
zNb12eSc)q0M1RaKZHXb5IrV+>?*i{Pd|l$gbOAwfAY^m?ncIcN(HtDb&`9<1?7K|g
zU?;SN-Wv1E==!FKwm){0U4Lx%eC<`Xvu*B36v0**g+R-;)m*+}8PH5VUK=6&jex%a
z3A3~?h*TxgYd_W>*ff-6SUmx5jfy!JWP*IEqL^Jbu+Cq=(2hi|R{ZS;MB{r*haoWu
zu3i$@c{G9pW%xjsNhuGM<~Ft4?D|dU{u!k?@&qg`7(g>^zs*8~pJ{nP=ZRobAfCfU
z9SC__+3b^E5=L&oR<^&{Qr|I%e<QZW1$rHzNYcG<IlDtD!T+@D{EwQKd~yc}lgn(&
zD0S=JhfOaC)UqiG!L$euS615|F3!Q9pp;`DDVeUnQ#b&4oberu%NAO#tkn%{jO_2D
zW43yKN|MwS76pXBYN!N=>Nc6#&D_9#HB4&3v~0ywXsMs)J%AjUoQ}(N1s^^_h*=Qf
zY;ml?O~~RU?$26fQ~VJ#kTIK#+J+4?bnx?p|BVo|JjB^&{`B^o@F66<dSZ2jY^q9b
z6-qd(ZDs|svRqys!G9#b%i(0bLC%DAH=sydjz}vl+N?tuH$2Yng<Pl9$LL_&jbN)W
zeb7XuKrxSut}TceLI?LJ)+P3VK(O~`<Ud&kW{(+2=O_0cU@KwFctG*&DNa>P5%ft8
z<iw72SIdyzj3!<^2N`%?DIHu9z0+hbe&b26`kne~Ab7X=74Ygf1jSZ>otHjFjjHw{
zConK+lrUz@M1WLQ{dgkD(QHlSi>OY1Kd67uC^1IqlbDw<pJqqW92KJ&gCZukvir=O
z#N2^6Pa$RC_HN*QZ(DGd5>qK`U_2NzHc6B2Tv(agt$r?{>>S#MJUPIg(vAN+Z%Q9}
zud^wI+A8iY{y(g!9#Yp5lF2{F6Rv;EcA6xahWo&g8p(ieYSoI2<*^#wy~e7tRXuWX
zonA~KlJIp1wJyTKqdOU<WF&O+vE6R$>LrpUp~{L^2>&cGnBKw;gX#rXZoO;ViAXb;
zYQhY7Xmrcs&c*(^>t~Vv+J%4~$vF8FTNuR!-#S(p<iS^OD-=T~cfUk{Eu?Of9wH9;
zFcu{i$NGJKQ?%T3s$j>u(3ANn5<StLG-+2(MN2iUQUB_@*Boz_8rJFz;zR~jvH9!!
zy%J^$4K;P7+SFL{Y3tPri=HF;BwD>$M_Jmv!N*#F-5g{!VNhz|xgQfnEf!JDYW126
zv2aB`(aSJJM=nNeAC!?!A@DTl!kH=F)UY~w@N^DJ9kVK37U5E>jD~Cvr{k1GL<l|8
zU(y2$WJh_++3au7cd}_w?lJYWf$$gX_qgd>EHo<1|4lc?%Bh~_*HeaVqzs3m-^@+G
zv&N-WW+aLe#NHjt^P{9PI`OfP>Emx3iTZxdqbM)Cz2Z{G%&nmbObq?#D<L6=n3<n!
zQ@}XXug}I9P#z?ED};Y=<$hO&)pdfG_8!2*g_89amFn|XxxqJ@=!b_(uW6uT@CtC~
z9e}CqH{>WrKrx<6L(!^}m-tW6aJ@$z2Ye&5ib9pqn~Nwmmcvk>yT7bPR$NyE_3WQ6
ze#~KTw}mt_`1X&2u|PtqN74MlZgIWlUu2nYnsX<Zx&mY^>iBU39+Cgc!;RG~R-UW-
zaTKTlY>^yomp1fNmBe6P%&Izz`4x0oGx$-cNsaD%6@?5<=77&v_fN*u6a5=pAFGdu
z0oKl%<E6}x^{W*t@w8F^>YQUYV%h?nKO6W84!$0bil_ElCsa3JMWa{_>bo-wC9|%k
z;K0+jm530dpHKy^{V;O=Z`ZBWQ0<2hi(ka!rIY&tr^df*lNm?{PCSxrNp&px0{F>6
zF7mmsj;5_&MG!UjG~xo%WopcR3}J@Jf8s=}*yl9D7Fw}T^M=a3uxU;xPhzMkH!B%3
z4MI+FQlzEHKgfts`aqzS-JOd!Ce$opKiPFL>YR&WBx5(Jj5x2@#Gxaai}(FLFP4fX
z@4v!z*P!?2r5VL#FW@!xW#{H%eYsxdm#ZZz#`c&g<5wBS=i(_BF9C<qD@yU{hP@V&
zGi^sP-&fRs3Q}~f2<OQ)P$z(-DZRL6)~u1%uOu3r8-N(N%f%Z~0{lLKcqAjH=Xwg9
zEY>`P;`j=C*%=#i-GP58`83r1S-xb*K&N#pY-JDYgu?w4d1$W}15)>eY#ILx+y8U5
zZ9@I3qNz*#7pRrM@qg%B;Q#c$t{146@NEdxOGrTiq5b=I9lr_5=yR7Ht~C=C3}U>a
z2B8Ig3J{S`qx-MT96kJ-{#evR7r3)Ks3-AlP$U)a=vFv)PZz)?H~=(DTatXV&-3^w
zUOqec&N2<+@;v|Zt$Ir#bFm;}xE^1Q^d1+lXsPP}Hei~`4L1GN$zH!F7JhZkYAJ?s
zS7bVsAy*eiavK)pPS{5qub>+Pbs5kfbh!Wr!F(g_*-kYvK(n*OYFKBlM4=b?ilT|B
zRwtB^5eU1>pG=LLq?G66%=!e38m5*x(Mx{`A-24$7R{~DIfDnPjjhooTQ1wmMqP8$
zw{~E-BtRZikWu{m5toWqnDs(b+wn0(N%N`A!tL{Mh+1=F_Cm#N`m<+c>u>Q;F>#tV
zvpu7SX4oS^Jz*m8IP-Dp78O`L3u>H_T}6%2qN1W-+LfH3UNhM;+(u2cz;}zcme3tt
z><V~9>%l}YO2u3`Sy@_$8u?_w+0!4B?1atr^Gz2>)1G1YxM*$d$y-21+c|RzsCeto
z%xC7lwB9wZvwC@m8;erkzAQq*=m{VNUiHIbgjgiFO)?`<`%^o_2&@;CWFI%Eu08i}
z!Op&mFmpayywoZ@+&jLrDLkaySo<27V4S(;NNz2WQp@=%QYo-68W%ynRB5LWrqdm>
znzFq~*c-$vD9<evIrYblzmo0N_zJ$#Ap>}nfs%>cxc?;ao0Dpmk4PpyeeFmU%yk8~
z7Z9n?dMbn@clBGRCoq*FVox`-BmWnaoVDV=wC+nM-l2D;h6XMG!+)%nt0~aQ{uCCw
z+uj%9uurOxQqAKR^OIb?tLC-EjOJV#DyJgx8TuWrCpo+x*~BgGyOh`~-iHEbjSz7k
zgL;)A8MhT%i=I8RAz3%nr$Ecz$k<t3-89Qma_3TC-y#ePRMzHrML*T)xu5ee*3I)b
z72@DeP7vpyw7GxGTeNe2nP&8x!dY-Nc8u5lcdYIzpWLIiMd6F~LxVf})>$t~4Eau}
zAjx@$gSY|<VWJxDcS19>@wBIk7Zn?W6E3#T7>(w*ES99{ud}PK_LQWGo>qj!C)s0!
zN(XH9s-$Q@3@_yA^J?1GnEvNwVMd1-K3*X7&+PP!7p`*I=Csb*hN?^TP0jBKPV{_F
z5x;UkMWv^+;_>B8113&FE}Lr4<I}WF)03Gm==mY*LVS1`?oeppgf{vMUK*^wV1T{t
zf$6OF#339T`5;uO$=jwrMUa)Qm$su@Q2|fR1UQUWkNaZNtF(wy!F)vXC{d!Vp-cYt
zvhA9kA#O1&_ujlwS_#1;@g-5iBma#qq{9-uk@uc7Hb%YPzfcN?S79YJiTcU*K5{u1
z#{Wn3b@A}KZa5p;FM;%)yRasv^{X&YE_MC|q-nbq`^F~v_y|#t0*JxZ-1~La7%!v;
zxZ3cFeoW6`w)|x~8Cf?bm)o1gK^=*CBm~}Ao`3B$(*60lmsu<+x#d%`auMP<ir4Xn
zP3GJfWPn*W2^M-UG5fH<pHPAHdpk`78N^o`ffiT%ICsGN*Dq`zHMu|7tmm;yVGaTu
zXW>g@d#na{7Obcx*I%Q>-ai~gHY$Dla^XkXrF`*EUBtF~ivAU5c-U;U_U3rOIjboP
z^Tw|igNu3~rFEZ~DWc?ooq~h2I&5~ewQ=Dd`;PdR0{59EE8yQEJLjHnEX-wZj9TsO
zFUc#}clC|EW%es17zM7r%i0nHhkR*IhD*O%@SNy#V`BWh4hW^(ye|W`@aqtaSw&in
zeuOGtEKCh(f7D}CcfXJ0Ful+s((_f}t>0CVf~=!oTmfyjRSY{9i~*8mWK1kUx$zss
zb1^aH@X?2Wi?0vb04qMpak=85iABC|tci$UPHD@50mPHO_pc^kXlFeu!BoBX#t(m>
zoO}7f)5AWy{)Tqc!C)H&fN!#E47C^Jqvx2qb<eS=miej&t73+!oOm-lzYpq%9Pc#-
z3bKkj`?;f7`}hF>G0Sb9o4|kcnzUkKRtuCLsh*0Y7F4`VBm&=oW)rFOH#awrZ7-mX
zy;gM@gGvFU+yBSeTL;C}cF~@J0Kwhe-Q6{~B@mp3;O_1c+}+&??j8v4?(Xgy{GPn;
z_uaWucjngA{MA)-SM!`c-RJDJe|xRx@#!Iv9>S$i8rrGUBG-AFp~7CTjcen{C;+Kt
z-#-9Z!E~PrkuqYmDduJB^(I}F@%}0+AnL=Q1?hXQLrZ$9n>UcNA>fD=Tcxrg&}Q?v
z4VV+2wlNJZ^ygo)(@6k}1~A&ZIoxos32E#(`T1q_-s7dOkDmNzwQ>&Qj(gLGwsk$7
zj|M7@axH4%xJn}}b8F@0hdVmz7`Bv$mob<Oyb(IjgYBF@<`yUg-_3sbdMQUkr`lmn
zRy%6h`$_aC5K-<&NyM57en}Sh8<K+_NENx-B`n|UCMQ@A<Q)4&dLf;N<h+KJyU*PQ
zUG>pRfoeAJ7T8dYT<8X(MAb{bC$2^G)6?3a{6xx}(baZell7W?(BjKiCyXQaV{ox}
zVUT9T+MuYdT3QSuKSQ`y{qbfz)kPoGlXKbQ-UZyl>5|_Gkkf%>J<uWw8cZ-vMB?|F
zKU+Hc)Ga2JugY_?vS32g&V4>}Y*C3~wZZxGTvzD4-SG8(E!|`rv^gvO#JxH>k@gD^
zRGY&%ez)KHI?4|2PkGQExzpfRYG$>|5aD1<M%3=3-IG&?8H{FVyUujY_GXF2u-oMB
z4?38sI}gsoUDLfm_NkO6cMVcIf|AgSTz9icE7n<VKdI^9&~Qv`pAZT8n}PCkLhW$_
zX{8zjg>NF6lf+NY!SXb`)Z>AqE92@YV~()H-4;?BDM%F%+*=eTJGK)QU3@cs6pDhB
z*M}g<j3V4r)0{AD0$k0@;GD4u_?*ix2_zhX7QD)bSA2NPgEsn#dKUaz<<?yhNoKby
zF=o5vu2wo3A|N6(DKyHd<Mq%#!jUwJf5#Du&|H6QjUB@>o`EHPy@zA%%qDd49v^iw
zEbV;6)I@Eqg+2kBjQirDw)p!hhUVE5oRf-VKP7GM(-TM%$NDS__E>*O<hu&}TMr1h
z1sG0rA=>U~Seafw`@D{1pdrQ5?6c^7ga{7qHt=0C*n=!L{(U+TqNtN!PWEzI^oTbR
zL&2!omnPWo{VPnAthCDDp7V1KOKboJ>noSG<ftCU3BFH;o3;BZu%$O69#$FC>(D!|
zSXWVLaT(70oQ=GtIc;MCCCu}@flcNznRf8~pRLk{%=&w4PhP;}=L}^D(;W(P6$oW0
zU7*@>^w4A|kGZV%QHFTFB5v`JZN90?Se7!s#=}A%t#w(*@qySfzJ>CT`G`o@%7N-k
zBZqO^IK&eDd;cWUcA{HwRlk2dJ7J^qpJBAE=mzLqL>H@Vi*5fWPVyC=A(g!!eZheZ
zwy7-PV_GOeCzO`r>^Erae<IUk2qdn<;l$5#RVK$I&0>qcTl%FWzs-Ee>=tbW@iJih
z6;NPRUhcpJW*8E2{Fye7nkZ6#DfS@lYE5Ab7V@V%kkMUcjWQ==&$h%xtxS<k7j8Fm
z&D8BU{3Tw#oTps&`K(Y4bh75G$#EKHY0<TW@lkpe3-=!}vZp;GlT48IH1U(eKrDU6
z!6zYa-E-fp4A(3XP#>@{)33QI<#=;4z3)!ZBUk%Y1Q}s%5p|J*Jprai&blX_+~k2$
z!wFSgTwsU5@wIp`tf;HEeZ{F@Wb|iul6qa-#Wz88As8mv=&yP1Rc%#D{Yme>;9!5q
zILgg7gQ+z2iiOBV>ZjR2r=LlAz?DS;P^=|yHH7Bts#MjAfPJbht?+5tvVNE2QwG{;
z>hTxN6D}wRC7DoLRb7)IH`h|)E;~jH>_X9Lbl7J>{~h|kl4ftmHkK>c^l#n8@7qfm
z933OJ-a(}!y}$4B<LxteRvW;MVSLQve_Wyj6?GToQla<7w~+wVnqz!x8!*j!T=PH6
z@E3UHWV?@e=;y<qfZd)XyD<J!s<-BSG(rIY9A?S#$nL)-IsAc1N^1fnFpVvl^H(4m
z;tcsL_x_!Zh4uNLzRCYON&UJ}{>6=2e`c84+JJJtN0l~phh9AY^ab8T0tEY~53rMd
z!v}Yzpkus&9b5v&b-|F~H2!Z31L+VgwRx@IvBilFe=_{LJg5IIuM(yZFMdb6)s;8C
z-_AKm?kI>YBU|qnmHBRGwcQgBtG;li5=Xb7SBD0~-@+c%g+|(?Geni3tP%Im2hai_
z%fBPIJUc+0JaT`waz(I4>UW*4B$=FUvqKsc4YRyT^WC_^km^*tqB~KK`kVW|R514|
zY+Gt_u8b<J16;ViQx(M0p3z{B!K|v1_KV(hKwz(InaxM&_>6xtx1_KNNz=Z*+HSnT
zX~v(>jI#VEuPcGLP(#${4{(_U@L_E0HC>xdzMPEA%+jVMF>FjO9pDN6hae_N)jpH6
zmL#}RGd6HOSx#3=>FRX#0&~cqE$+4;2bSBVT;U)GqXI^5THH@y8A3jSTus$)J~O+D
z^}HV)#w4vy*{z;?*s}Bn`XQ{(ce(E1@C^Tx;iY?7w)`UO+A0rmf3r9Ul~o+SG@<V*
zN81S_6sp0m=FwC5*~Dy54H5qr%{qgKGvF9`+c?}A55PjTmJxcM=i8a3oc7^?2#^-!
zI`CTZr~?&~0wm0EV(wSG5k0xfKvVs1Vau(#yrG{vyNTop9dT<Dobj#KG~SD`ka?Qh
zgSpRn`zCz^Ht)wmX0COy>7}ZR2~;Ge${hz~j=H#(XgV<%tef#_vG>V1RHi2G3sp8i
zszfTXs_sg_OB0S?Msrt|(@&)rpLD8jQyC;{&>h8nH6}<JB@a)b>JJFMeEwYDGfM-i
zm=Qj7`ZDDkoMz`xmkkS949wosXpZf^9VlC6!3$@wSGi)%sbSHMIfIVI3C!bngXL1~
z<)y8Oa7E@HX^F-x9{f)q2E4Z`RYc>>jdvE_|JO(`-xHC>G3ak{c0ia|++9J~O`V}i
zx^9RnR*ECm!d+6w;-m&<a{Jrs)~*A4C#vD6tVzqTl+~YU;%|d6*4i8Kw@eBjVx>5D
z7vV3%P%9TO*!(ndM0C3YjKLB&g*+%EH*gr7_P*S{^rD#(7F{4QP%{H&MorZYJe83j
zXvdv<BG|H(q}4!(8rwr$5-Lc23IitH=dMZhhQW%v13|#8!opX?<Lnj7d}EOH81R+u
z1HMvqpll(HdM-!dX5Q{t;Hv_A8**s^>j11_t7=dT33K?kKfi1*QhUxMY7Rxv?7}>4
z$o;lx`xlt>`0jIS{dh9$tp9!Y_PF)tVK+<;?p;fp9=gNLMxEiNy>I}8NL+5q$SCP(
zuVBDte@B1T4{|6hVg&a|-LiZ$-TR|B)8M{O?W8AUrxsSdf3CR*0iI}_?#r@Nraa*5
zaRdnvKN}==xaL-c4Y5dglLO~7ArC}c2a-!<D~j{8bf(@o4uW>oz)B&y0=1ocwEjC{
zKPJvq+bfh>IDlZ$V{CWL6!5s5<|)~T&i{3S4!O)foYm}J-#K}elyLFJ+p5)B%-Z)7
zF~m+j$iR|e|7>ep@g$F!`q{t-%NHlz<UAQI#y?<C5RuZOnwg)mxgSNtE;$jXGv-Z7
z;RqEXe(kg&c*7*Nd8{K81)|Qox+(aegpzxHgNazoT71?jmNO6Ka#RcLa#2onJ>zQ!
z5X+v&ryrge?s@SrYK>p{+aj~sns<CxjHBcMQ!896JZbq#!P4<u>Ttotc81FeqHM21
z{GVi~9wqjg*JAQ<AlFM;SKEy7UZyfklLGiQfblCY@nwDc2p2Kr)BZKG8a>`xdM3^5
zg-i-e?k}|-ZISx)XCF0{UGN7K2*9fQH?LfATT~sH?t1fZR$LZJ<1Z(3m?%eAF+AoA
zVh%Fb*>h^RgRhtna;-hG`<YRgr&OpfA|SyNf|&dTJ=|#Vc?p8-#$9HwWB>tfn}tQf
z52WgSqb0Pm&2M@dFg(!1OpFzyO*wHu`G6&v&5#!{l)q6f=<Y)gr^hYyaTXH7`0eG9
zhGzcET*U8UaUvm&|KHP}oC}78Gs2zr2E8_=b}!Lcc6EH)Y_X<WwrqB1^%?Qj435xM
zF;@YG@6Sc&8<K<=K<^Ieq63T5YWM22I@VpinNM2}!?hGv^2cXlf0s_C><W@z>A9wE
z*D+pt<1_fOp8(cUDW>n!r>S2qgveZGc&r!dEPzy4PH7l}5GiK4|Ac^H-@p+3>|`EE
z5s8%jI(!<C!$HkP4Mx*0x9`HjO2(mY{jl&3B=#Nl6%^*}q03q{9;DPw=KLc4{MCfH
zbF=0Otm2uk!;{F!P%=XoVas<gfl%s<r+`-_{bLz@A4keB>EIMR@QF)=WVSjL$z(JG
zbT*_oIr*P7@>-Ckk*T?08}HlzNH$d3kdPR$DJq?mS-?+&$TN-jJ)_~m^tv9!A_Sw1
z_p>dXxS0G#d3rf1Kf5CipomIph~mWT4dxCqSdpc@U94t8xj3o0=~t)j2zVP+AeAMo
zEC>_H1)dAz``Nw(0=9~eTQO)a;}_|gRmRzCoYERzR^5+^9uRp*(S9i0qRilu=L8?W
z^_96deJ?b!4k2gn_oZ;RM23R%CyuHU$f7_T@~Tf~-`uy@Q5lI48d!4r23k01CNt>6
zT&K_6dV&A)H+mpZ$*3}QuX7@0B7V;Om=r_vOLCQu?vSYM0&1dCvb!@KmmKe?CE`7n
zWOyv!)BG`kZ|+#C+1R3~qr}?6)Z^a(Evu0@3_2iIjt7X)B8JgC<4D1rfHTHVaX8^b
zj%4VEe+(rkd;4>yRq{?J#1P;WblYh>-|OxtyPgzVezKJ7Q=F*Z7z^HUd_4uCo-5Cd
z{4LEIfkRz=a5O-k#^PqWmLvtPg>3oEp3CUS&;W;Wtd9ikTbs{_{O6f57DEhO!{B4x
z@r?>%-%K|)kj3LLTr&{R3Qe42Zb>li7rOx_(4Dz{NR<Y0Bc`eL-cRBr0;8N)X{Fm~
zA2`A8Sj7w!X?w5c?Z;SI*)9ue_xIfTr?kxc?e>;y!-;}*pYr$`<HRif)V~>3?E+)O
zN@|3A9A?ZT9|A4kPmt<WFzLzvf=1sh)=mP8eRyyr@*9*W#-jQtYs?twX|5;8H6D&U
zl@UfXuAWh;{F*0TxxSA$;L;)^mtQ#7(6NXE&$T8k;y&a{*SU3R)r+H&0iZ(idz3VL
z4ooh-NziV*M}6$4=le8ww$RDG^p#-Ynw^_wK`f*N{lhwDV(|@<G2f%V7i-xhdKd&J
zUK(bfZy@p3tk$kc@-NAl23)nstBK&EpR(c-ss2sBN}D6FsPTRTqQU~=Q-ndwj5+-d
z@y5dk9N$3$sGpZi#NGj?@y0K&0fo#~R}T2P7v1*jhD9fH@gF~UX`X7_isb+fUN6Ng
z=?gDR&mpA4xw2lkCQ?&p0MSD|fLyMFG-34|1wnrbPYYfK2TRX5E3yS?0R=k&)yE58
zf09ZS@sqO&j9e-4Af`2fk5(yph0fdCWspP$q(J-m*x&8b=kK$9MdqYVrRzWzCgt2{
z^Awd~<6nvxkZQUg#vmDe8URq>WPg8)a35>lhd;Tcccmim^FRNum?;yBj#$Bq;)w~J
zAwUloRC>z%TreZO013F?&KfwOHd9X_`}w31>5Jq%BwJo3%EuNU&F*8WTm$agoT|Dg
zZQYrCOfR{R{$q>yfcFGa;fP??rQ<Tp>6F3*DvRFpX>;qr0*(0^N(nK`pCQ9r+_G1m
zqMg#kaa5@XNA`oQSe%->+-?3=EVnH=#Et_*`(UNwoINdZN?51Nyk1X^TYM4w@Kw+1
ziB0eJv+$ka^1)Rfol@Jc@I^~{Kydh%Fb?J^J5s&-U*e<aRTGBBX+p%oi>?nN_&a#@
zM@{C;df*sEig;{OOW}+JySu%6juP|xpEpECCQ9Ja>39UUbW?cz*~ue;Bt!xh)rBtT
zP=$MaPfW{GZ1yRPXp;`y@7*ESsoTb%wi3P*>!xraNgU)!cocg}QbkZNpu#dK^qQXk
z$@|bPgFTnDr8@~jX5zc3jD=kU49_rXXC@cJlk^`)B7JdD7f(}Mj;|bm?GZZ4!2Kw)
zJQJ#dMj7GGD40;5aFOv8&+Vosx6W&G#Q|?SIt!UH$wFy-uQ!)F3n?o%)S8Kf7w05H
zi2>|evGn+%0Zxb&%}>?BSSmAnJ-j0hfR0iio`jU+A^&hg#~(Ocn~KzBmtQE)(TfPL
z2iZ;I-3&EQR4Ewlkm4BAlLWt%P2(DTN5eaP|4=nlqM5Dp1+U88r>`hU-K!$*k_Z)I
zT69S6e6ZrTp;5S!xLRNKojZ{gv<8W>k{@iCD%NlCk7Qk5M$XPbbH>h5br4fjcR&4y
zIHl|7s?T+nrh~OWVUVUQw>b7UMEah*;R?u7wR%s0012<dA(eg&arr+eY&>Nfq^BUu
z19HI1s+NVh9~v=42j!{IbBv@(CMT_~0jhTVyy&LK-Kn&i5%N`N>a2Wa)ZMo-_sFF;
zLGN#fsuuz+f=}OF8D(NhpF=}1(%B?}h3;<wYfFh}MU8;j<82vd@<*U)F^EXE_~J2h
zipy07ZdTp;{e{jNgGCwKtX^;@h{J*maTOn2Kgn{uyFes%`Sv+-|GFjkLo8>r^jtL5
zJ()$29fG>Jd9QGnCf2-9%}+g~kximw;_K$U6Dam0;c}Jkk`1gLpE@UKyPVOGn`k6F
zaD4ml!8r}wOMmc3NPW<N3P3Dl!DFQoH}$IwlY5AyL67K}6*EEmb)h7do>1fHiq*>H
ztfG3~vFlT%d*O3l5y_}A=)YU?l9|3DlOFU1S;nK3**t!$zTWenJBssa{-Ee-bpvcx
zgT4}zjEB%sMTyks%vSoHyHI7HJ9$5U0DH0w&WkK()Ms7RsGDaT9(EvW`;d*Czw2|*
z=g3sKf8<p;W}rtAVkuF2#?I(gWzX*JM{Suz$1kC#iy37OTV-D;0iGyUGc61sUVSiP
zY*NF>C#LMERGI>gRmX+{&-0WgWEN<Ocyfr0EXxDYHglc6*l0Fc-3o_EMIVbHV;Xug
zYa*v3<b})fEG)B1a+@{HL8}pssQ-h3Z4}%fz1V<i-cI~9PXGjVnrPWs7BrivMRQf1
z^O)M0Ci)jMVkmP2il&!mqwN<I@J<|SSz~x6v62>H3?b%={_MA7gvf|n^QYWN+~kXp
z3CimEMltzU$;;tu3-Qtnr1pS<v9G(fNxn}ryk0r*x)?~OIJM242%%fl?zba7iVg<9
zlNfm3-!YIfpKx*#@jMfzQ49=UI5aW#|FziS{?`{9al<AD>PN8r(o9EG;>O5G>U)C{
z7Z>*pcSWx=eCV&&*Wzgv0BVKV|0}pF^o-eU0RpQa!Tx=^Fpr!9x!aBr%#=dvzYl+1
zzz~O5<oJF{l7Cay7$1+&5C6$~0vaR#<~_0HGiv-3y-kY<#_olY>;}1e3cTV&NFY5B
z2lX$$``aO5tcpHe6TEnmu2~rQ|J70G4a{Qr|IksGuh2r<z5ajdC`c+S%IdfC>r@U-
zV$%H5CN-Ty^0yIC<ztk;+{!c&MI9-`Pm*Irv$5H5BNabsmP&G6Rg?QCnCTjApZDBj
z07GrGe3-6Pwc<+w??}Ylf(8Vk0*X{bbkfT26jDjHJ#;M^$G>n8*!aGIUyzqX#R^TN
zOG6K>L?LmYcVOif1>XcO0snpW=TuK?$;44uw=KXmAtl9kh<)R!6pIQAdHN-x*VrG?
zD#p9CZ@%L3$*;U!Mwl$tu=u6(J<7j!Q(778UzY4wh3d+9KDK2x5w3hL@y$-X2D9<@
zq-Ru4_uQ&8AM;0LV=$Ve?Vl}wTN+hPLdNn8qq8tn5&Xke&b$hXh33-_hgw-6C8OjD
z?!CbA&+#>~H~>uohrX7iA2aHcl>iE1GXHgHv(+LQLf~SYOK}+pg;jVQypnpYA=Exj
z%6`MoFeaRiy867MX8TY~^U0LV#|Sh*8`+LJR**cWmKOG0fjk&-bxun9a&H4?z#4cZ
z>fXC5xGQC?ZS%rQ#k<BD62jfqdVZtQO5aS3(QTKMw>4P>%QttHpG;GbX%cpvR;Xf0
zI2Q&5Zi3=j@f0)h0hijNVQk1&R&3bLIi!M}naA;+sp{oN-okBkgTC_Sm+ZfoahWaS
zLFNfiz7&Ow-<g_|7(wm_;{-I^O7F{|*@lKEsXcZdY)`4qWytagvYxCW5AfuhakBFi
zBJa}|vD4f-y7^2i?Eis`Fiwx{$H|;t!KxLFdT**6_P09|Uv-6vmd9(4jqt_k>FGgc
ze4I4&oSg@_|IQr8wM@B4v~6pT{C1<S;AJEw<>%)o<$e2|S~!U;V;!wv^Q7}0$#ON-
zj6q0P!CHq%8*;cS^j5cHuI|Y$jb~*A@u9C`-cDKK`qAh0RVZ1Bb?%{2<kWk8md^+J
z-o>}Gd_F`gG&MCErpdBnmvtN9jwBux4$Ls{$4X~==ViTfYXe@q;9D2C{2QJ{b1P%F
z!#aXUxzMM$*TCWZI+Ql3is@nG+K`d>Gd9*?$mHX~$`2{FEaIeN#l1%j&PH@584&3g
zJ*i87p?p&~|Le4HlN+m4;n2(6N%v#M45^|>cE?2ARjino>KYl6zdBNVSi=vCxzn1^
zJ4g5f8F>)3pB<-9z5Pq^k*0t{LThz)GhLvjoe@q1O!3ZWf52!;XlLV!W1?`Am%B?>
zNZC$;m0{lJGVS#$qY0EB8}BE&IV;`+h_CB08J@RGHgI|b(ycW`Z(JRp>R+KrHX_#@
z9dFd*YKK43DM+A>DZ&%pu<?|BBAIbn7nYhF_N#b`_;V-LEq-zbk{bAOUH0aPzG^p{
zvGMB_C!&wUiASJ{N@4(eopiheW!It}V6o-=C^E-^`so@cgDS;+2bHkq-x}`oIN}Yf
zJowQiY}wC7dA5&a<6orMLTEi7dqS4Tyotee->e5X=uXgNrgMLA*;ZG`7OmDzQ90H}
zJ>Yt8bU}P8P&va2$xvI7N@b%V=`07P84RDoFh+sAtG%$gq}$J(lkM$%-|;Z)%=@F?
zvpbmlERNMzCSK1?-d`)NswynzDj(jgJ1SJgttu*(HLV&NDx50T${Q-3Hq_9u&`~PT
zwd}+`*P|zEe*T7D5E2H*7?R^Fnovzn9`kXKbnAUI)zBUl6&hM(Fk|E8`}pZi2G0fm
z%{U*GkR@N$xKe`JB`KIhx0Y3B_}DkGkE0OWWqcI9k3>XP3Y};#(`;V)=l#(ZOODr-
zbo7{n^FXG?10Kp?)NfR$n-=&AQXU=^J0=!RPQOz`-Q|b)fwwaDr7I(lZmN9IxAu!l
zgZ_Xb!{93Kre}RLdHR7=eWSaooYjLyerna(Y-pL1+RW&6sH||_#*D^yN?`E7m;f|X
zq$|)o$q*AZQy-#IdvIXKkf-u}j1;19g|DJ>i4qnps4nrUTqfe_>{47)SbOu^Quz4j
zXTQh;C}EKB_xW;-__#QIsKkTQsNq%8zuk?dki;TIff}VSq;S&Jwz-n(KlL75-8KD>
z_;5rbV6X7sHn^szquf#UwiG3ISZxBu#(gD*$wH#M?%wF2MV?fDtf8^hDY$!y!3mwP
z6?T?T#~bVv*>PF61ysI4-+q5DL@#*Hkv3@Ocx?G>7`f#5IV-8v=WZdSPcT;e*xq$Z
zQc6+H&<pGQSMfM09n+N+>6kU&nRyzo@@^AhtjiP`D^!N6k;Pt$B=ta!TW<KT*d!;O
z0Q#ny?Hmwx$D5RU(u-nrRZVYOhShh+nAnG?&a=-t>at#L$>Z)kc5PFqaH*;3RCn1m
z4B#q~AHa%LEdQ{$wgi&^{q>B@U!#wOf0nk@Nsx|)I_~)TyNE(t3h+hh4D#NBB~d~|
zz>OIhbTJMj7u&X;DCC$9%y3C=p8O}EWwTrELf&7-D>~<ANL0a3nBcYuX~12%YM$9l
z7t_%<sodq-l8ihNVp$KM+|<)2;?&YXUuJEOyC+M29^jH2&iJvUF2Agv#H_1(PN5Em
z>yrDT8__b6@9eZF)z?t>hrHT%-+uj=KFB*ZbMYIeHZ|Hr#9`Fs$BEK)UBwedO-kI>
z>W7k%@k~BtWo3j9*zX>r#|gPKMdwMPADrAQwka|F)eWZG`9(pzc%_+wGGFw$d`6vL
z&9A~Hnm#)eQUqi$-vH0H(~zJiK%<wA0K1|Uljs><%Ep;hX7FF$Jl&OLb`I<!It^bL
zUA$Qg6V<nFc%KI9hrSg*+Wy2CnuzpnqgkS&eLp9LD`X@;E>-)E^aJ^jjgOb7*sN~#
zQ-k+;of+Y-CIaa#r<^{--ZGNrgF3b?7lYZ&VdEyYIv+7p@6N^5Q>ppmO2z(ZCrz|E
zOk)v|+S1gQSqLgzBgzulXvVxg|L^NqtXCXv7h$U5g&UnzpK=8JH3?fMup-r2e+_K7
zSL)NDFYCUkg#nHr4y`8Ern7rat&IAN;47Q=H=d_WDH4DCgKnbzFj_v-MdG1>r(<0R
zP4WIYUz^ShqSS)^GhM+QW@A)xXDoJvH_AY6vg6O+CJVe@gGO(E8A$a!jVReiql2}U
zyE@EU=S@vhiXlt$gmMO2l0>e4*Pr)41%`TA%HxDI>QA2%rxQ<2e_rQNq=f5MthVUN
zp0Y?U=zH?3`8Ve9)Vo7dLO(DFX2}kG-&43>gHH~;qBo7QUa4Mo0_*3wXTqL^KX8`^
z%~$FA98FV*U5vfAjUASM!BWP;Nk%-Lwz+o(PN*4_D0W)A3A;54`_w=bNM3%0yJTz;
zv|u*eEU*)LEL@gy;||xVC~52_;579q2}wi;v)M!9ptF<Hvu9qwPjKYwv`e}mFGvZ6
zqNG$$>=SN^_t-{xMk_O03j9}!ys>NirTxgz^XL1sJ`8kpM_NkAawz(}IcuAj;x#-Q
zM-Rx%!eM-fS`|)o_n8L}RfUznx)dnO_2o<66fV%Rxc2&O`02Xt`U}LRUml-sx^JNL
z0n@(KMxD*`&)=9Sxwl~4?La$__MmXIrMG2q+Z=-5^lNprG!HWaG8D6%zOTW_10{T-
zS=}y-bkIj@+U{(<1f!7I_hR#mjjHvoE_HltKRxN&r0u>Zi=@DfW8f+qgnNHb*Lx0*
zmGp767F?AvMg3C+N>i9={Z`ettV!mmI<WMxH#ClBxyG;c3RFkE2xP5-eFU*X^6N9%
z^2q4w*n%?~o+SNtmC(Axv_P(qgS<|bT@@PLx&4ktW|FOdw2v<$8{#f%JOglgWI(pv
zhl8<X7}?C491S-DDpS8_LK%OdbQD{IIcYQtz?009%tM%4T_>2Ni_v-0g{#-S?6E<T
z;VcI!6B3Cv1ZHA6X^z$-jvWP|<TLhLQHm&nhJ$l3y>e8eB4_P>?f!6022b{F_2rim
zM<`@;tCn)xz6$hU5;jmwBcUX#e=k)-)RFyKFqEsG*Z4`IBHXXFdJUf)PfN2p1I)*k
zfNlC>wId{3D5>M5l*=7OkxCCGQXi%`vjOj*$|jrS$){1T-qhwBqLpv6UV#FPZi6Qr
z?5uL~>g=_bNT)S^8r-TcHYZjLDkPNl2vpYFjmH%NS^Smic~D0jPBx<cdHNtpW3zpr
zih%Is3u~=an}$0i@emVYTvP9j$T7M;icACJ6_rb~m5`qwc{H)f*!O`DKivISdAAC<
zgyW4ySEzYbYIB+Ndy<EGy^&VdIj|F(xs_vTo)=&)Wi>g=l`BvV0KjK^zQ-d5oEziA
z{)t~(kKA-h`E!}=GUx~xU6_#bCyAQGOJ+4<DrK$=&{1^6a$g0Le~v3t2@m8gNWj9D
zl(Wp{E3@i>Q#OF@aI5*(N%fh8?kAut)na`&;vayF8W<-4%N|dZ|HPUP8RXzqz&P(5
zGMeL%dYbT)9+uYwub}V%{h~BIs(%9wS(HG3Z2F++v)4u@{sFmK{(Cu6s|>1X`~qGS
zDR1Nz`O2$5xUAGqC+X)AP?a1q!gpkKK?oz{6BIixTEWjg%jnBUKOcN6;L!GSNa><c
z2{bJSHJ8K2$%?$z#cYbgDX<ZGbuE8==aHL%!};o{41@C<)BPUR#esb6oZDVS$(i<W
zKI3&EHb|!zyC~U1!kzp6$1kF}<fNB1D0@ynQ&1Y>OHs6|X7!X$3Bt!Cf2q9d5`9VJ
z;fKHkdRomP%fN6`=*}XF2iGPPD>j&eWC{S|4+$QFPlV*CS=l8GmuX_N9NDZg@Xvj=
z0?+@<tn~!3q}M+=cY)jAKJDYT^}%4r+S?@ZSXZej$4@7U0D=36BPwC08IRAf_erZE
zh*!zHoNxc$ROHI!z#-HrW0#dr5n?Yz1A3q(j)aW5z~lvtA@MBcW*u!KSBmR(GSxar
ziBFj9CG%15U1l;-V&_t@F6zhGJkQr<b;1eFmSix`(Y~^Wcru1t{hby;B`h&2+Q&{q
zrG*uohYFrv%~3@`X|;0)G2BSXvLXctxJC>L(*zApFZ*GACes|v((>jdM<lGUFG}f3
zHUZL(pB2igd!kMq!AL8%%{TG$K^+KQzhSHkgNTZfL`|0_bfjsVaPTLmF-=-}abX&+
zVQ5r2$BDMQXneY%VIXD(q7tUJdY?wZwh7^&H&@-`0u`q<q|7Knb}S*W)BWqvVGo<F
zq=)SqAt|6CS$opFrG9Hlc*Zf(3~4tqXW%hAr3&R*C_Q;uAlA$yJ7n0JT0S*+5<RO<
zGxnSgqy+`2Lkt<-PR6jqJqYmwQpod9-my4L)ci)PJ2k$^Gmz=r$Tp6U(mIN>P@!)E
z^d}hb!L*QV*{2RnUmJ|zXC-i>9ISFQfw^@DH#u{%fUQ;EQdz6b{*hhiSybTt$_uZF
z8uSS&I-LRm{P8zZ>@0$<nDHJgW1$<R1RG2e%?tQvVcFhiefAj^NLpq?e<gUsfeAO;
zu~I)%)Cb9&bL1{M4VT0Pkul(vyuRw?aXXfOn-|XgEnv#Y9}d(;+CEl-9HtG<KC)H?
zl6~g`kD`3Sujp)y4oH(9va8hKuSo2-YYdVb14bQy59CVsT2pW8BO6wOgSv0H^8Ohc
zM>rKzB-v#QFg<xqGE&O4^mn~~=a=t+IcZCij1w}ar8*O&U-?=zUw(xzW1$N&JHU|C
z<#`4@GF`-7QP*IB?EF|kiCSN@&5CJdaz;8((lzzdNI7q#OUNV5)cag0XpP*RRWz0E
zXlbo|fAq6X1z)uC%OJ;G#pDiGsm9CL+ryR{8NN0o`39?D_~qfNxVyXOnsG+e(GaS%
zjZAzk{l?R{3ru+X$2G9yVgyxA)2ph*r00HH=gOSM9>0ri-7L<#68o^VwG|j>TvaN)
z;6i^&jGn-};L?AuC;PC<U-PFwRwGuh$1|BbwE#2k6aOpuv)uMW*@KxQZ#+bUGn$X(
zPUriZQ2lYEm>T7QTAfbj)2;*4D2rJmql?H&Qs%<v<;DAFn%IqcpR~r^5e~_tm{9F^
z$RCAf(Xqi*MyUy^eYA4d*LX0%N&nWqri`kctV6;Q(1AYl!l-32%(8%jO|p(PM+tMS
zKj3T{b~&Ma`|&93;vv$#%5W$CZh;)Dvy>3L)&F&TmnP<9i3J7~r`xWQFwaPQs4U2_
zAcWJ+<eCEkW#s2g7W?P-rlp*lG$l>JftF=%rpIcEz8l>gFNmH~Dk1S-BobA+r03P$
zIOBH-t-c+b%guHMo}T<C38@1f-oY6!`ump-Kpz3KhVm%zkTIGIw%PTQkQ|DGCEv?L
z<aKEXcB*0JoBTP34S%Lvo5BVYqiS(R`n7vq5}Bu*Sy4sc$!u)LhE^!&3HhTF1w~w&
zOxTmbvTQ|=P5*A3oe`I21C@?&P^b2WkDGrdzkmS8)p8L{2QndcHWfpOjEWSSeJ46#
z?l+cCXGExC^C^89FiF2tM~2pmv)gm2KFL&*9|~Qp_2(v{)#0Bolu7@|-;wu-^+wU%
z;=^I>LQ+-#N0m4(umD$=2GDqn=T(H@G{IOSS%-x9Rg5#G&I(T5TBAiDq8#ps<@p-1
z$(aQu)l|uKmpWCDu<XFpGs0~ocl^VMyPx4S(uZ7R?;IEgTHLuWvY+!t&FqvEzSdAW
z%Z(J}H^x$+?z77MzVRV@Qx@_e^=Q2qBX!6);c&`@=wE)DDr%`J3)KHtwQ=}qhB&+L
zSB$v1!@h1J#@0Wh-Uu@+Bit6)Z(h$|bgtXB%BgJ%yyZ_h6d|h&&3O61331+?8B47`
zYAGfv6i42;)g2(k3))1-c;CGC+|vh0-mAA+`4n#1-Fn_T3{N{9oBlCif5Z!JbaN7c
zwvd({o<iwSE5tmi{G)LEI%inBe^$#{#cq;(W2+P;ci&g*Rlwp_vvH5#-tR?=ppBd3
zv-;8Fwc1?42X)c%OSKd;=|Xgo1FY(#nC>%`{@aGdk2l{CI<lKsZ~51!6o(`6L$%2u
zj$CQ+0+v?r5(`!Fm?7%XhUm8j3KWXA0Rbc>szR~yuy7Ah$y3SBWZxt~p=68DO$}cl
z;v3~h0S3o_gdryX4`^QIOjVL#DDZ04h>ax>6=&7-qwRWyIBZ%?DJ@)<XTI|%a;38K
zr5KSyS3_g`SN1dBFvs7jb8x`83YRo|3jJ1f1t1i7U7jyQUuS5>_+kBe2=RfF6(ix{
z1$!=kBhmWn_vT!(gyh@rm2z9aS(gV(m?@KCdb>|#HefuWqZvxG(|YkxE0`77svpP?
zO3#i@i7DW~Rt9bhADqDa>>M0MM%guP!2~9j2ohVwN539-TccR`S4)8wpLL2xK(nQL
z%OP?`34D-fp*`AdvC`VfZS5v>CBKx}d5Rn5AaHzn=@jj(ZD)K$-IXJ^pUAjSu2pV|
zvkA^qld_2#jM!m+_nu9+%<ca8>`Qh2er0pfN(Rx;oLz`iNlugm2HBT@@!8$e-{@Oc
zpq7k^ALsb{YxKUh%CTb__U!ddpCxnly5idg+=l!5(2yeZJBAf8E~+2I_!<T%rfQjQ
z0cIJG-cFJJHGny0+K}D&lu2)S+kfXoFjhcFl7e&p8MMhyAyP@!|AxyTPDW#jIf$gf
zm#&0WBDZG5L~m^FvpcQ!6`RkyD`tbySa0p&WU^6UEpLjD`5@+7_3t=>4gQCzpu=l|
zSk>cA?|Yg3(_1g{oWbzlw$mp{j<gYv$&^rO9H-Ywu{raBt>EyMY{z*ciaNZzP7$MS
zzqURlIhwI8^D~`PX{5e1;zEDV3gpkVDcnYXj9d_tc8A0oXu)-jqYtb>ZUl9v@jnM6
zk%TE0g<0^5Y0w0li0#EOve0gF<5iaq`+)qks^*DoCezvR9bO?y^!Et&pQLY^phVuj
zlkaFcGe=<z+gg8^?VFfTEc{ke$r3$Ku7H!Ke{4+y@g=#5(psM+#E2%e7~d&(I%Ra0
z6zMZ65VAiajy@-~TdV%#mUH}6AG(l&Uc-FSFlOjeD=L2#&+jH0kvubd#+Xbpdx0qe
zc-R$orL62!SL=y+c^yL8ySmUp*f;X>4_Gu-Q?VXKqK3uuy6Y$yDJ{tYG{1A&{Vio1
zu!kJedtH^(KJbE7Oxagu9>mLys!it)QtlxBIP%AF%Jr%d23=Ot#s9ds7NZ+@FkRk=
zjOgDO=-|FwI59%f@6zi=FKE~&AUQk05&_^vT7?!7%4fzu3f)qN9ET44g08J{lT4y!
zH-rTQfk4GmPT@-C{Y$D5YeYBf65~s|BuG%O;ysvb|Cu^Gmz^BzgsEfChX~fMUA<hM
zm>25q#E%NHVkGzTYb6k6>fWWK6|O<3<=K&}|Dw1?sj(VLCqimZfi<83E`ibhlkN?>
znwZvW13gqGeW)qi(Qxlgy^U-e`&am*R0f(^?mwED({d3R%VgKU*tO+<m(20EMYDnD
z4Zp9EweD*x&mF-WmUp~<I{Ez!sAP%km6)9l(Zu>V#}bf(X;9mqqBFJ*8wqp1+P>kG
zGJOQ=jXMc-3_TzB$;?N|s49UuCh~M(+0Oui=nVl5tQHxwbc7`q-nZ5Aa1H7+v{g_A
z+**zvhtjeAdy-HQk_1TIiE9GiPL~y-jsJDwuwm>c9UpUyw}8brJ!vifh-S#=yoO18
zQ;d|sFXM+4Cy0cIIvmXyg^U3rP8x0`hFi)Xxju@)5$MU=xgvQ`sEo@Jp)lKCGB8{%
z*KBUmmCDrV`C{tFgZJ34CeXzD{K2iwwE8TAr`TTyjI~#wSD#=6PuRS*o>l7_n1Tbh
zEcf#&PVh$_9JTQPs9>GJ@fSFc4LQG2yGq1@yxT0ZMWkUi6^?<k*I4RG3R<jhzkw&l
z$rVE>1&(g7Hsh0(&a-r6F(5x@J_i-A)91#Nd%Eb%R7C(qP(tfwz*kdK(>|&QRrxbd
zMHR<O$GmWx&ljay!XQj*Br#~G5Dq_F!_Dk>1nJT4%CSs3$?5<<D=5lCQS1)>DFIRr
zBv@N)i&z|uZs~{>>7cG_l9E1bbya86HxK0fHLPP`e#Y5F`B0v}h*Z9IK&^shBwy!9
z&W|VW%;in$g9irxXBkkA_fgyT>{e{bhTZ^FJc-_<qB3u~frwV&$I#o^<D=tsY1a!@
z!h$yM=g19l(XZVLD4gKtu>_LPm$#s)hj6%@!Mx(>ocG6x2q6bJWKyJiQar<5dTF!%
zN{*AzzzDsb5ZiW>0bk}GRv*;?%!F2AoR`5`%7pSS^o|g@FQ|W;*8Rml2w|igX%}m5
zQF$uvp;%t?OhV4HmR{p^(IpIwUvz(OJH1@mxavajJg+LHQqR@M!?d-*crRQHkD5L|
z(a0ZZEO4c+p`TokO)a^vL+35K=Xn&=qL<|gC}$@#GIEd4xixO*)vh`E<mt?Zrk{fD
zj6IByto2`;MbS;C<A4whcFPB%KG>2GneLBpHlo_V{1N?b4RTP|k{1iY+hWdMwT>ya
zaqC~ryJ`Rbrg`P3(+Q*Atd|HojJ1ldaaUlN_5FC9u47`YnP<lOP~*%&_O_~(;U$Ov
zQM?VvAF<QQ%Oj|TFTcR!qt;+OFp}<tFF1%{qNU&0vYL*j#4vsPylo`%qWpe_n6wSE
zf=$x8FjEzUcSAD9ai2UhDB8g2NEiGCt45;a^Y@w`ixF^qG06qNW7V$n^yYL+h{Ov(
z?a~=k2h+mbSO9j*be4Z>d;8u<<R*--@a;@YQ$L5%sL-BTOR9fhxnrqvirB6Px`rFI
zteAcAEA0kK!Dey@P!&XvyMVr_fr}&_eNSnPj9}586sY|zCq}%&V1=D{n!XUIWKBMU
z)JWA@Cnize`6T+MGgw48`GoJn;HluU6$Bp4qK$9z5mn_`Hw|O#7rIE4L06b!dkCZ%
z)((!3DmCDn`AVT!N|}`9@cZzLH!H)Ya49~jVlLWbDlH*#$hI;X7%>PB6Og5J>d3U)
zNE5T{TPm!9eB^0S?W~}XS8sXmf794YjGP?Z>CvS<*|-pG>4SuHhs3ppKgf-#$$>?n
z8=6Q&7mfO=b~{x)%=ZIbe2AN0l)=Z8?9RD=o-N(6*PT@|T(4?3UkubM`Nh9Vywo1y
z{#C_|c3SLdP)$3A?zI*D#6~4-*Njdyhnfp(SSddNdB#42&cD328UHHY(KtqPwAZc?
zIy};^3+I#4DC!PcIKnCLcY=CnJ|EGAg4^eLeEkZe@(x>lFY<V+Wc9djb(QTYZxw<e
zES?CZX@UHnoL?)#E;zPsXL_*qHz~N&4jt;>=I1W=xmSSk^}0+u>n_b?o}E^e)6<U)
z^_bMs1#pUH=ns6{{}GQ)9PNOG`d|46XvP|(xOU7a;Yi|5)4YkPCoQrc1-OB>8D(Ia
z9JT*>U<NjWDur_A2a>Y;|NaUilV40R4^3Yy%8G%Q5Tt8-6TY3%5?MlEb3A;%R<RFx
zRp+!-Khpk6%?~x|6#o^+4j+pc!N#kSTs~>H6>SLG5XJnJ+$$*mk=$P7vz9VZ4rAM9
z6+j#phoL!V#$U-D{vNjg8%~(gQj*yNuAQN@tuRlY)eemBi~Swn52i2vW$5zv`2V_u
z|2_W7=vkwMN|4LmwT$02X!cjmrC+KnbSlOk+o+FQGGAgXmWZ9}!g?93RUt+y#bi<6
z>EoGc5phc3jaHN}BsBA11>1!na0#vrd31)En3P7YW~frkE0SNG6?@mjOTp)vRsYRR
zN$DpJym=r$4+qD<w@cfMu`fTTt%|g>Xw??ufGt_!WZe8EveF#6WDSxQNyjw{!GEkS
zy8=st6vBuk0_S!<Rd;r7!~vgPAprKWgQOU}%dGKQoEG3xr2l1Ss9G?=yg{Kb-7DH(
z8a4LxxezB5R`e19bD_Fz+OYADvLg2g?(2bEQ4O`0{S`Z66!6;%Yx3y!a;inj$Yha*
zB@yD~*FU52>R2{hK-tEMGpar4bX1&AQwY<13`4rD8Jsh*E2(b~HNJJJ68Lc$jrA%L
zIFZV*!R|i5GbVfll;|zZo%Rs5RTCGo-r64*fNtSQvXsC5#Po0WFY}I@Z?X^SJV304
zxHzHJbx`QV2i_fYVroz0+u|6(=SN!JKYJ*<kSsd#pCqu0;G-PGFT?D9;tfdtS`NtL
z@@&ze-__{G8JalLC?9Bfyxa-x56#-rRxE{EgsaT<emc6|8<|JG$=V>H>P+Ez!T*5Y
zCSJ}?79vwzyzzY}M#7AJfA>pTA$X^z##jVK!caagC!own(>MvN_xDn5ozLu@Z%ron
zA?>b)U<F`cbmq0@otF#QD}bbNmn>J$uArIe`xv$TQnmZ6j@YyWWFn$$a;~XS-!3k^
zRx&EGmpz~MYqcU(2PZBWL2Mfl2<egCHyM;gfmb(;VmGy!*<+6>pw+rxrW@kabWHm=
zH@nfL4iWee&}j8*{rCJ&OKla++8)ZuB76YJ?d;pMQ(0USrh_v+d4{hTT%|78A6}iM
zJL{sud*(>?exb@2pt(Do5HqS6*kHc|>?eggRNtrJ7(RLEU)evy<5UVJv&Qt1jyv+V
zLH6nK+oY~b-@mjc*mEyf9E-w4G`!}^JLsyx_5CYx=mM9)olwx}f+K!QDRfppj{Vw@
z$9cn@Ollx<Vik;!*cwfN%x<6}iEOh%XfslsjUfR7ZOEw`#}}9agBX`HOB0#Ai+^}5
z62z(BdPuA%X5XD`RI<<vI98A|#5@y#fl)rq>gd>ZlD~nQOhmm4_8b)wHGZnVoAkP}
zQ?hY}PZ`~Jz|j=9xBm&4S1m0?)9M9Wjn>VdL6$|h=~%Qs7y~J!VC>!oB-3XuAUbd5
zvQyfwb~HIN+fQJ_1B37W&YdR`=Oj*;&vZYg=wM{Hnx>tKn}p!1=+D{&GflVK`6-(b
zckFSift%^*9P8rwsN0b%V%#|^_Z+Kyp+8=<Uw%txx0z3MikUbl40HU46DYo(@zMcP
zS~=CHC<)K2NuT<{!m&i8gRZ7lQb-xL@mrtPu==46N4|>dtwD%<w!s-k002Q(xkeo&
z1w|h`%l|4N>EvzvT21#HHjZ3K<z*8CM!ef{M&;~@W?Kagn{pnF3|F{J&VnXG5H#TK
zN!JKb&k1~1%m|x}o&pIjyt&V`X)!Clra<zOUTlZ9b31b#kA<!v$oP=3IouSyu{DYl
zlXsusrOwcHJgF_Sp1Z&U?c~(D8LV-pKBRGL&?lh*X2J9d1P8ZdB`i}-UZHi<$!ac`
zs-&T;LzXkmq#?o*+VKlrpLe{-z75^(Tl=g=jlp(>me<h=$(I8c>sJn(`|0rie8|Mq
z$(?J*Vq6`Xr_n|qt1lJ5gyXsS@26ZqEfnr@sob5A)zC*dP{iQo6)FpRpWmU3rF}P(
zCM*2P9&p(+zf-7H0^F%%65l(aZqpDWhGsSUA9e2Ufo99(ShW?ybb6v>A4R9((9C}c
z>KMcPhwT4dz9oukd)tb#0ObW;E@!dFZD{cReHL1TmnSuL@VNTk)>e)88u(XLY<YcQ
zkh|m5#nDC!<}ZU8cccZ#&Bz$4mL~5{1}%AWK~>%l8}Tq@=(E?8UcabKhW-%xoV0{#
zfJ?3Pzef22mq$QkZ8ff~Lz!ep9ax}M2V{^{vaqmj=!gVBt&xKZQQ=}(v5soqE@O+O
zvsOZRKJUE@l5>E+UE@$$aL5P+<DyQ!OOuR;@S<R_m+E$suytHax~Y=-%f;Wc0nN_v
z;d^5nM9->~odB*zLZUKEn!+5OR;wQKue0r34xh9jYV1^`TM&t?SRq5wi!BRnP!p3S
zskEPdF)wnD!-s_l3{i!2OjadeYW6<r?DvaU37V|TkUH53EajApJl&lzfm#g_sGD#y
zF^=_*Nq442Ku=@q<D$rPW2T(k(g_Kzj+B}j0eYW^W+7W0ZLdQK1^qni&Ysy04->zU
zb{+MV$ZBtDFP<>oFV-?mVrgR4qN8HT(;<nEx^+OV!^z=%DR6nyU%wZ4ZmhzkXPech
z4t;kahDbS7=3xqS2zBtQQ+yBAYmvKubU~w3z<#xB>c_5!^US}lg%NsxEZ0$lleyXb
zpm@|D!zr5;W4I`)gwlppLOq5n*W4<1|2&5`i9wGTafxr1AXVOJtntT+0va0Eay=7z
znaJ}=LiA9km8(EOwmGYyiNpWpH=5yu|Bg0HR*-2tjc^9zP*jjBO>Vs9HKB5a?kW#q
zxQ4Np$c$|Ug0SkXuD3B8M7M-FhhKoIt>CZIH8o?j9a8Pb78c~sav%F`D~mO;GMIVo
zccuPM(y4H8veR%?@NW3G1x*+`k0bXkdx>9bLDuBRr-E5!tXRKW2NKTdrKYH89Dah8
zoa2N`m60a$Qb-99BGaMh+1_*&VZeE&xt$GuTDZw4F}?`Tf`DOxO-)Yf$oCf=&mO6#
z&-i1&z<7k>r{7*^JP_l8#D>NFr)X6lea^M+#e?^WM&UX>H|oCrOX(ii!RgzIoJ<uK
zME(Q&Vws|esg3~H_d3ITVKZz2s^$(PI6_((7Za8@n-Sd2;<VIID{9qyZBQh_lVk9q
zx9!Fa9!+0j@qJ+XT1AM(O^Ex)VH^BdX%qDilgWu0`M^@Yqz&K&M|}IDakB-X<mB(r
zne<IMDvvo{pP-d|(9i>Y3;#gI?w5z3`oUW>gJ|J+H+k7CvX!rR#?V`XT%$l7{ry85
z;)kz>9uDvaPg0=rGvri}1J)%P6%BO9drm3Y37U0fE`rETD&hd%UYQw#RsUraB@&&*
zHa``HHD;OTk<248VbGJ<33#I1Fb%bi>GoF(=wK2`mdLi)Iwu@=Ev#x>c>4mk>qP4u
z>hs%-h7wY;Yy4yY^gmf>N=3Wi#mbDN^2y*0y&_-(P3P&0)(B{KjPbYEK<C1$X1#!)
zxfmHMVm^q;nMi>hNpDUcHgvvo$E-A`Z)kK#sBIXF)OkplIM41CEO4`q<GC0FN2vRp
zZ49`B$PnA*PS+D)5sF!M+o6u4RL=wJI&RHxv*(_fs)4W?9CQp1X2=vzqK_sG@G+bK
zb+Zc6S-fWG_j%0pigM_?)PE&?O#%=4>5Vi9JC34NbU5HJ<0n$HYYN}-575Bo{W|nc
z5#PE#-fS~Q(ir!``I)Y+mf9(yr~{Y#Q*g`TqAFeDX-*zH&J7%HWNmA4wFb$m@&-_O
zlNU1n_^8=E=T!_LFQX)$U7&12Q|%jPO<uzZSELIqEORu{{WLP|5Pb%XyjOi>=D6EO
zb!2P0aH?UOVI|q%IZPku?-N%EnCc1jQA|AJD%&mfcK)KKN3>ST!i}bVWUZY)`NDmv
zk(*(+lV7Y7CPpkv{%(bv>pWSm8#S+6cfN9#1Td<S|1zro=nRg(bPDdjbSlDcS*pjb
z65-oOG7z#8Eo~L>53VakSanUs_tO*wdR`6R-ttw;^Y5A}FAx4(x9`vP0Xyhua)V=#
z{YQ&j%~W-$M>(A7(J}nv6Tbh)Cp`R*Pk5F9@Clz(Uh|eL0jlK_a=40p#u+fxyEM+t
z_5B!i^TpiFrK`b0!M)r|c)!6G!cwwp>T`Df-NJqBmpU4ragOlfhH38c`Iyor+n~SF
z<PF#yhTi@Aex5TToUPq(yH}C%)o!631R*N$^%6AXxua<NyIvsa<3F(PFWdIGKmG0E
zNC!FW^7Yxj`;##viJ@x31oQhIh_$>r`2}A^L1FwA)!^!QHh_<(uixX3V+$2HBIW*}
z9QetjyyYR$SLrnO^-%X!Ps*ntLf71%mBy{0j50aJ3C5D&UqNy4%HJ!j$~)&#FKto$
zP$OjuYZ3F&DL^9D?yX9sty1Iz8n9o_9(l$a^|S)7ENcMkFR-XTrKT^)!mh5adV0Bi
z>r-9-2Zdqm=JYsJsp~ZB^IMTp%V(ET-qz5)sV^6YGBnVX+(Af-$7}k4Hty3CBwhGW
zK@R`L*iYZ$Y}o?op&-1+R3U%HBAoM|e{|K5QIKs}I!a)d99!U)8&BK&?G1i@K~&TP
z0VT}i+>oG((_F<&%0>THgQfbLx4cyZH67hp82;sLygZaUY*B%P(|WuSNtW@CaSNG9
zoEre75fgd6j_y%s%2oaG-Y9vHiB!;qJ*i@Wdq^dXNk(ODJ`$oC^eTF0J{%sFQLxGk
zwY>=Mr*b;$vQJZ**WcBJ-D#V!<AiJobK#vEeyd<^G&o$GFP%p;tr%GP=I)R|CqBRJ
zI$xSkqJv#<GHw|6KRA2G@VeH%i?>aav{8emvF$XrZCj0PyRnltwr$%^W81c^Gt<4F
z{XVbGd#>|o^+S7g&AINi<~{D;7~^ka*4~gRi(HPZj?QEe8WB<FAAkGwndQD`XnptH
z+8m{h1nq&%K>QK&J#S%dHuG(0nG9{R@`H$TtgNhAZ9NU?(9;fQ1}pMK;CH1I$GDmV
zH$sJ9k<p3K(RNBPmZ{3kuY>oiuNo)@G=&%38t<I~4^fj6Vw5vWv$M%G3Y)*O3&g;E
z&$I*tjDo#FVZPhOM`Ixx&N$4_u4E_cQ}H49*-IFD0j2W$!`i^-#ikR3shnbF<kiM*
zzZehSTV#}JM=_WN?s2IyqZdEVAgdFtutn`H<W)$1T-<`*8t_BQ`<pYk;Pwn>jWl!t
z6tN7v%G;>dytsoL)I<O3SdQ_Q!ObxCf@Es)CeK0aGmB3xAN<Ns)rse!LKKqmX1c$D
ztb&(U<~<%1gupFtr@eAGF$g3`dK^&k;kDd5l_FY(Y^tCN5Op*A$>I|KJg8}9TvIPA
z2<g{SFFwXLPkd}tB{2Y+fgD1VNv9T=vFCM<I}v;J@vSUaIzMLKY#mVN)|X`sVm~i@
zWH;<~YV2)xX%7oEPbj_xwIrkR?f#ij_N!*%)zy3q`~0A?8Ku^)lPrk6p!7sGlDp7?
zkwjHR)!%p{X(X#wgR@P)S~>e@emzwc_h!+NGx=sS;FDLjtOf+eU17gW5)7o^dc7Uk
zM|Gj`D=mt}IHknRdkJEf$7!kYzzB|`o71*eSl(3hN@i5K$kKM#C!s8&*B?J$ECd<E
zwjRdi5j2+$c_$q)L?;3oJZSZNI8o2D#5GQ+cGrsqFHt2R$!`}!f$b)skYp7MZ3$z)
zcpH4LoaE}82*pk_&rKs7{5=s)>HnPt{U)k-P_ziPkzUu}5Qz?UB{nt{$iZz&x!KT3
zH7`|bd9!}iANe#^L}N_*hlVoYrIXK%H4PiJfg<2h2?FE}j8w58t4%GBY}oN|I*}uH
z66>^$d0)zXr4!{WIb{~qWzc%2OZM6`CxI9j;)5hM`dDUwW)=y5+vO7Mz`ej+4_&2I
zg&wfUf2W2z8V|?jvFq7Z|86m}7XkP#yq89XLt$d78xofp*E@1c_)lKeY)bsl4Z<($
z;#2t4@Xrp}eZ=WV8RwApzZ+;MlRiH(fFBeKv^)wKiw@}QRyYW4RN39z?0t1@6o`u<
z@|=F!uW0i%4uJ|Ud*r`)!Z<^{E`clN_yt{vmTBOb*_1RJE0M(LTznfW`nyY($?70P
zSu^F;7B@F&3a>n5$^EjinU>>QQ#wi{q<8+R+w0=KDEn&4Bxh<<2pj^hWn-kD)zZpo
zg*azY;eZ%RP&7I3srD|E+(4(#>?tzx<aYdO0^9B7_KNNzCxex329=@nsG`(OvMr~~
zFSYO0>s~fN{k@%Y=O6r^9B822pX`m)t^x~#CMp8IG}Uews-o|{z6jZtlG(GuXzO!n
z6(_m~L9*S_0h{GZvGbxrT|fEJDA%5(67mWTUzzH)bYVJ3-HgFyC&m6Yvlj<pa#0p`
z^v&2%xB)+&db|F^wYp2UE?A2F2?M)yf=DM7&*9E{O1>WyCVG{Yc|(|Vd&UWqI$wP4
z8$wuX=%wQ#mp4;ijXuCbZB1-9+F8^nZn4yFGKZwgKSz{)-yCD)&*loWcG;m6)qp$&
zozTbB0K8(ROOw0IN{|&j=WeF26p%#si#mGMkw^9m-nJjosXRP9$Z`tVEwHLs^^JlH
znsVT{HC7VqgZyw56M;h9NqhZLuSVa7oBO>yl*GH873?6gTzM&t5ld7E#j1`$D0aP$
zILday2`WqQ7jfHCCOO2+`8A*()~hI>sOS*Ea8{aE<GU12UnOF+zwy+ojeFZi1|N6@
z!*r2{8Kfe~j~~+;zec(82BgWU{%|ja@OZeUIJye-svv3FBT}lK%^O>sY=%9#8%)Kt
zZIb>lAgE;ZK-=T#a^S6<CH{G#$vi5q?+!~MNHtgfbLS5FYx-U=vA&LQ>KoBhBv1)9
z4mU2z$+7lSfCqkE7mv+>U)PdB_7*DSYNSZrvt4Xy8eRqhY4#UGaFxL?2N%?iRr<ND
zaKFZ=SZzj|#k*SY+<<NV)b{4&gD102D{RdjFTr6MF7B(PKlgxj1blily8Eq#CIePy
z$7!aXJy8x-BS<lAe`K)c#-ZhR2B0TQ-n>P^uT@6fN%jCC;H$n$g4N;J?J8A<fiLo{
zcxO8ixy1R#W&^DrWyEg%2h%nUoM14G($Try1&`eb)FGrdU&4I3HlI2M;~u4!1syB-
zRL_(^Z;nsnRZ>gJ+lLfJ#ZDcvLqeZSqV@nc$xmwE0TM+*1wG|=<m-_9^tj&j@iPXq
z&6892JbI@DFD#1vxDsv#)izV8Fj~GfYmKiRYl0{<F_rx9e5fpr=ykh$m-CYk0nf_;
zA?hK*B_g?nPC%ilU;&hBKT<R7#0&q|xM{Qjm#`VZ7uf@ls*e=pg48OGXI5v09VL6=
z6AjmCH=39iyOE{x?70}4&>E8fA?*n8^qKLKL&gt;UDwSVB^=2qJi#rTHl(ELZ?V5N
zvpPF>O|<)_291@%ih#e~GukJf!g~EUx(c3yTJc@#o+GQig^QL~trb<Te?ZT3MYQ9j
zH@It8o3YD4d1m#Z!RZsvJJZ-cbWA!kZK1|iZJj6JbI{jU-bc~JUh*vsRXMXsE}~2B
z)`e1z)j5m6q(jj~Y1)OjXVvf$O|_Vtt(Q8|oXd;^H0Ow7uWhPq>aU_aPkxQFPMssW
zId5Bz94cmQL^L$jbBHVjIkr`~ubAv9dmHHEt_Micaej+kZ#G7Wbff{kB<&Ls793c@
ziaw7{s~l0KPVEKp)?A8-?d9a@iXP%N6sAy;^&lL#ECRd9&<2mViggfy?x$6%tg|9l
zVxB_2VKGB5{2=}g-W#pdG+Scgv}9-b!o66SK+&T0qzETZp-KFCkzI?qZ+M655XTwY
z7@}m|E4MF%r{ggAdkR0vv50Ffbt;r<NbVQ|;fCxAM$)R!f==d&yk!V0$6)aB?Ma8{
zY7CxP&M6RbsJf5dC!$gi21kyoh-$PO;t0q{5<uH@*X}o1>jX|I!pS@pGJ=R-0fIHV
zuyi42BGgX3Bn&4ps>sz)J4b5BE<|Cy<BIj9%>uFeZY2<18E%=Q>XEpOq@`lUCuyy8
zE~|R!$AsSAA<>=2$GFt-n`^nmiK<e|0|=JcMrD6-1hSJE84+1U{+ldU5!iQ$vdD$O
z#3ra39qaZV5>R-o&D2GLcUDB<NgA-=MTI=aR$$i7$Q}KPLhK9ozAD!UWJhYe(6I^G
zmWbsrqkU0E9VJeA1#8S~KUYhE6hmjN0zSCEyr-cgL7Z^|k_Epr)2r%uR9z&`Qyce<
zo;cpWd5J093y2&ZJ`T4l@72)$7=u;+Hi=2&47t1kS_jWFl2c2C(!QQVG;#I1=#kBw
zJxEJ+lpaLWUnj7HE3hZ8sT;IkygP4Jg`cwq4h%!91OW~KMq|4?a9wA9LvfP$VjRLz
zU7O^t8VlI>akOSlUmr~hd+v2fGj}$H-x3V_G%v71)Zv|zu+#{w^3EUX1{TW2nbMzq
zN%*GfNAUoYCCd^`nH~H$aWm;7$D+&dfh4tF@j}Dmx?VjoA{Y+0^5B35F$+e8zcNu+
z?wS(2)Ld!`WVcg~sG*yWhszr9mr;85ho|73pE<BM!fZkrWlLhr0=-c+8yb5bWIa;L
zui`0Td(MUr;+O>;$xq~CjaEDuYQ0hV^J=;Y2P>FB3eMlz4qa7z*qYH>kwZ&ce0S%0
z&mUfejx_=YXVWF~@l>fw`4@l!{1_s(&())wx4L2x$B9mXbr1is0fu>2=s*Vswd(92
zy*op}(ekEB=j2T3we$-_A)y6JoE<-R9K{wu+V_CfE3=NvMW(5xYb7KKvOi%;(saGd
z6k}9C?08YYR7RWPh9GhX41BBA2LDD<GSRgvEGLFZZ=R5~L^ICBoUX5+5%%3z8=4_K
z=a<&-hJEhl2Upn%YL3bm#VR|Y0YT379QlMG<iV7H0`$nl1On@1N}p@E43q(k-GdE7
zXLj8M1{Q6CSWTKg#?Z7e2GZwNhJZN}?=)ne61_=keub)RA;P56HK3cl-AN+WK0<U8
zBL_2_v4>gJ^UwqX@PPg!L1_)u>w;6<)BlK1p1;LsER8g}G4n``m&rXaa$%dMAPnx0
z_^k0lr;fsx7JC!hvA;d1g6#pO_4VZ+pK5aB+(#=-0Kn;hVn|%EsCtrnJk%f$T9<N|
z<q+B?=NL_;rmg=wgDcZpR?z&&zy`dncRCfK;Z^QG0ilh$3ofn!lB`8}`nldgqRoAU
z6X#8E*ZwWIO&^8x=c6%p6MH6AjWG;O`=`v9yMXfn<X6J7uSgu<Y-QL2!0MTEx>Jf(
z*qx0ryaL|3gJD%9-3LzIaNus|zi^;BcEMn&M$^gf?HG{lrhIpv^$&D$aJ1yV4dY)g
zs2q>FG(mgTHC)Tcs$*(niLI>O&KjG?wfDS`DH>J%gvUtEvo0ZXzAK8UnnbGq(nspI
zm{x(@l7-l55C-`R#KnE>;i$#`Ng9{;`>Vk|gUZF$)D*^~P=_@mUx8?y30TKGv}_2W
zRWfC#j&8a@GQ4uff2D5@VEsqRb37y@+NGzV$6c`}4bD2}Vfa;e?*8{w){#43X(ipq
zvT2@kv0p|Ok#NIGYO#AV=>Y^cP32{12lwYKFJBf#xl=SQ_~7k~)|j1*&KZ<9juSP7
z!*P{RL~*?4xK_^C$s$I34Ytngnk)^U9$^|^`VQ@#YPy0~U{gQ%h`!LNwHjZA+a`K#
zmA{DET6;Q!R+IMOCMI4vj%JTRK&GKSlOBzFw2Hn;gAS)*>0Xa!?ziin3wHEdQ^6KU
z;Ck<jnRK05aI#a3e=_bI&|(9qK=*>&gbg!bRUkWyLm!Q`LW*{cjZ6#2Q=0U8q+Zqq
zqfI{i(`<D;DaEDH>Xu;tduWrRjZe~p#`cco9Wx-(j9sikC8b&_Z;!&JvVG4u$luKY
zU}pk!`o@$#(PVcU74zd?Mo-Sm3-OTB+OaVrAfR{k@mEE+e{l@M3DPgYE8mVmm%#<e
zrs&-16}Ib<FA=bFR;ml{j#Iuj6ZuwrU$Mi)aUECTstXR1m16#H=nVmTORf-+NA1ab
z!d4HR`?fB%h@=_Wy)_0%Dk;0=GE%y@J?1VWgJq!{r}zk0aa>5ID!yFqF-m<t({uU8
zSZY=fmZ$wGJ5`y~^eS!jo3Y6@Ij0e!s}ihnV4pPivu0i2BNeQE&^pktF<yQ^&6G;H
zQQX-00q4sZ*uPL7qShbt6Ny(vt!K6I$)QO`Jd3CXa1@YphH!9kg>FdOlY+_9kgq#f
z<`Lv=6@P8)`aO`Q`KS&`m^weIg~&sgH}SKbbt<z3C29+=!I1Z8x85J{Mo5X&Uxq>J
zFAnOhbLhqqhS6xmlr4Q$83Ep~|B>q{ts#X>D@8=+DVGPoT~nkcZk9TzP1&vnjN5@e
zKFHIIid4%UQqL!J?kIjV)fp00vq)G{QejCfG)zJ`ijmveAglQPEGd(Wh*Br!=-yd8
z%Uh2WcjWcX$o3&+EiQHci!Bq@lo1f7oH#0Oo8UfS;=?%~Q&%}W*Y2>W9KoYQM1+%=
zyjjg2s2nNw!C_4+kZ5zU%231kdTIb1%$tE1NYr^7OzxUPC?O+4h#0FFi^S<{Ks0-I
z+7HE#MIW6_pE_u{sjDIaGq3#_JR8o<P!0d)cf1=Qd7^Ow(Em9n8TX&GWp3Wowpp#P
zMrE1j;zj}?57X#_`2K4a6KLhrkO74NkJ*TmJB2C3LD^k(bWs5A9K<;ieOsv6;|@iq
z;9ju8sHf4s>iv@ALyGWZuGZZ7Nx<Ytj?Q~@zfd6PxD8K^8=ZbSJlevUsS=eox<aXy
zQth|2TK?v07?IR!L*xo6y@6}D_<VPty+2vOblzM1PT1H;HT^3#{gDLk)VZ21N3O;o
z!s_RlPdp9Q(n)W@uimS1;c_ESj1Vs&0Jq&g{R_8UTNqP30lZ`VX(kZ(=&%A@l?4^2
z$jDj>iqAr)EV<<h1Qhh>kr93n>df~*t^<W>g=_GLVk;K&rgOv_b8$R(UtoT0dGkif
zAwyu*IuC{!O7j#kLnZ3AqN~S6uEIOO(pd;ro&OzD)Fx5JVvA5op{4JcT9*BkPGu>v
z)cr<?KyZKf?Ru{6U3#Q3^;@}XAWnJj{2utgRi@RpaPLZDjEjd;1f=$mBV;tY(o1?$
zIlBkPP>X<&_)M7^&IUz=8I3gZl>M&iUAV*{hdOdP9(#zJImoBT+Z=U<SV{A|obT7F
zrL4wK4Q<+Q%XN6BWYNO1YR?4fz4^t&sA}yIo5$ivNl4ov?%_Aig>n&4Ny%EQ>VdI@
zq=ADaejOj0?;C|FYBQeK22mqiX0aw3%5qV>$sIRR{9qCXvzGnhr)(xI9ngo=Vgnoo
zpPm5byc+cZPB?#Xu&CdsKRmbaTjE4A0A)v>RckShNS7NnnUgY1CQF!ebdUl^@pKZ*
z5E4!TYz}n3gysfOgziFGA<+xfnJZID#+?o?b@<bxk6tG>7HhS=Oyr2=o}rvB8Q3Z2
zhZKZ_ihZ=-XL4nO;wh#fMG8XI3u_=H*f7)EY7on`_(pAc8#<yaZ!y<MJZ8wk@a~8A
zc9OZvfz86EZsm9~=7*F4e%Q43min7#RJ$wD!Ug3@uf}e$k)A?_ioRHPuU0tDXhHw7
zmpjZjE|6U|cPdr*=&}*z&$kSAz>#TzjphNuuFm*00yzKsIg{v)HMxdzbFtm5IvO$W
zgeNye%X2W8hAD3lN|x5*BAK|%;7-Ob)gcCyLqNi||LIi8lESlTdZYbQy!lv0xZWS=
zMk&Bu@Aw4Z;l<0e&_rhIjk+|ukD)$>$Nf{0F!&dC-D1w#bg}aO<`#aB=`*8OTKa-G
zEF;sXGTt`FA4|BbCea<o!x~UbByo`X3d9s-YG_ldC^m}!a67K)z|eTsgg2T19HRc;
z#4W~KYL?o-m7{8*8f90kRm+jo3L;-jJ`pJq>FD&;d4DF1t|^@zo+&gMZtz*XpC<T7
zt*;L{HN3>IShkKzi!XEnW@`J)n`&z2Q`5wnaCGC=3Z6$aMxr;x#l^IUTK_W)`rGr#
zjdc%5)FEk5;{FUrl_pwr4L8!KvxL_OZgL_TvD~;Eb>DZE0=ltHRReaS?Yq;K)@z?Z
z1=*aDRU_J>1p`@^$$Fsh%yAj1)0LjI7oGF{@~VxoZKTj^i^=7dfyZ@~6&D}3^kBr%
zYFmW5r-kD)0wX0`geK?_5SzpG9?^Esmi!U!SE&EvY-ilOgA0hwRUz8!YdgHniV?-q
z(HS>E>`;-u8$H$UT?8yv2=T&Z=Im<SEL2wP;Oy_yBwHmuYUb8rL=sB<9iwZv``;{u
zIs2scG*K<*xF>M?^_s^w;EGHHu^7C`p+7xa89YKB<0FtmcAiP|(w*SH{1z<1#qd9{
z3VcFFoSFd=sK1f^a5iP}@d8{a`Z|N1Nu<Ik#$S)<^nkSJaMTb4Z7~_2#(F2z0xe{!
zPiwLYG=Jx@)Cobcmd~>+0eQ9q3Bj5HtkpI?-E&9(`CCv>nCd_?v$QKTAz8+g-p{BN
zFEg5XXyOBUUHu|U-+1G!c62haZgR0%i38ECE<UwnPjH2gJi$Hiak=qSS?<5%NF5Hq
zj>8BS9Pf*38I(d%K-ZZ(H-j)NSsMJ-pJAiYl9v1{133yEhzI>QnntfWrbil<mt>vk
z8M}CDw+dq_TkFfOs*i+_=y8WfO^r{*T_~(X9)rX9RU>y=Av&^;fdcr-K^)LBr{@SL
z6>;=_-1<&Oq=X{GRv<Z+O`vck(r5-Ypy06;q9U;n5-}?hRq>KYu)$P|`x9(#&^>ZQ
zM=`ugK-mns`xfP%c;Br1Ks!>U8#OIkOqBL@i4cACEoAl|T7p}GEAIoA@SM}6SHLD6
zISGG%p!Z2jos(dJw;p>iFi>=kd>_Z?O;5aa^8Ob+p}~-WG@J3=CuUEoP=$4LC;ijE
z{D0;D=Kljgn(zg%uV?W7krl)#bZ8j{9ch9HgpR<Cru+Z(@>ZdPws%f};f3~Ap~Ikg
zk)@LUhj4-Xi*NxII{JSqbPhhh4{U8LYW{5E0O*qU-8wP<C==k~K$+WAS1_%P6Qi(9
z|9_eKXf4wU{yzwcR1ViO%;o>d)E5f=TT_&Q2^NE$aF5I{fY_-T&PiTCD@ZgURYTeg
zrg+0m!CzKIhozB#IIrDCTxC9MLCf^my}FZu45%m!FDb=g;#htHDCzO#7V}&D4#-A6
z$<up$!eM7`E-x<!sdxB)Nu6zdeM_BXzbppP&Lgy45>+U)z-O{Cog!zEQciy52L)9Z
zr!F*k|8OO6!QJ*<-}-A{;Kdarz(A;WV-%|dQ%l0(^2Nr9`ENZgUgy>V`Yy$ZzQZB#
z&551QPq=U2S&8J&^1GKB_~6M(e00`4n)@sP|Clf+BWhOqFEqv#e^}XOe-&t&t*YU1
zG0{OudPE6MAvrR;=?oCD=PDzb3u?b};QFvZZX)H>3_%o5Lrjcu9kU$loSVm$xCF#L
zyjhzIk7f%LZ!8H-83V-={fl(|)(JJ%o4vrSN<N|CSJ%<gpHW&v7#^SBg)igH5cvED
z4Wi<zTZQSe-(~0^;EA#DHOezwVWpOh12b1^Of66s(rdVT95)*9BfI#y0YV<~ebD}F
zObEn_^{YFfiVe$sv_<2E10rzL$0b)mLUM0!v=~Qx=To8A2Znbh9XTMHL4QdC@=RqA
zyD$IO$$b?)8e-!=>9K(K>TV&?aJ<3OTJ{TCeE0|JuZL_xzZb+MhsI+}bo#2zSV`B2
zSgnEFz}hmLOP)C3I-V7|>D2j}7YKWAB}O*`V@&Cq$)*gce^K2mr>XVspw;q4%d<|{
z7{-lVY&^dZ`w%Ui%(am^iz;U0e?ePcoCGQ}loa<M)miJ%YL01ryPi7Az6fKR?z(&n
z&!+x8M|+KrFkv=!5Hm^iY=@@Z*qkI55D2)pS`W?8L<9>$RNqikq%u(!;`70K-e9Zi
z)HMk`G0mg8Q#a=0K3I6~IzD?stF@xcoxJ(<H79!&&7rm2SH!50YOOfec6-E@XPtz4
zP{v`&gC0Wu2$YI&il6okP00aOSI#+w+bygIt2~(Jx}@5g_>^9+B~YMP@Z*j~nzKOO
zC-_}-G889D8a~y57~MCq#xw@)wXp$;WjKBnn-gb8@i;(59I50f(!X>QGhKEMN<0$g
z%Xzxh&O=*A>W^{aJ?kGAP^UH_^GWua7@2xv-|Cbx=z(w?pTC4ey-Yb~d;@2tuf5n{
zRyrLxm>U0wTDhd;`x0#L*>LnmaHS~Njch(+Q6)FZ!>V4Y1JvsE`Sulp+1-pg1WT{Q
z68$e<UVTG@z5&A5x~q%iWtjxEZj2l%An-WR9c`vgiD*qO>YuI&?{a#uqJk}T>&308
zG5`JnM#t89Ft5_EPhEIgZ<+PICN9G1TMBAcmj`E#*XB+zQCv!cK4<J?#B5n-z2opU
zBxK<C-oL;VNuNujz~=FfpZiR!uMUkD9@ZTr#@M6F0?|Kr>q2Ag?S;G!)Nqxn@x-h}
zQ~>fMb3HE~#=5<v1jzLp(@+rypG*N@=-7OWINk#D>n&HJtwO=1@h7l{dmY9t^pqH^
zB?!>Amee?{R>3dgcVU?DPKdejKpw{X5K9ilz7`g79N4OJWoS*dwH#9E6A`sX6Zs_k
zI1u|V(CXj6yL<1Ctvr!4Y$O^GDuU(rf~F?d=9XjgDsiYJzHh0V6MKYp`y_-8{fOMC
zUfet*xVMelcb}13Lggrv7b|$6Lqa}O1Di(${tfG-?GHhUhZ)4`-m4=c*jD)QHy`?@
z5@n}!dL2Ja$|onjOzHRT;9{m*f&#RHNTvJuWp?G@mS?ptFgNoO!}?3Z)=mPx8l(Az
zGRtRK5MMYlyTS~Cl|ePZ)?)<lVThymt?_jhUrN*B@QR3$@_J$L@dWp5uAgFmjZK@K
zUGR2-Y1QIv@iPZ#6q3|7DHXF~V*Ho`_|SnNq%I4X>Bs8SHKFLPdW+-d)?-J0bjwJM
zP`s&}q?Jq@y7Q&flB8z#SZ^GjRbHapyhozggL1vQQE2Nh#a6)zxR<_{PwbF#&<5Pk
z?cc6mJwyre2RpGJe4?<M4JtRwr0^_c>(E*gNFFFOfS6VKl1yBL)Zy!T;63M%)uGH@
zS<cN&Ksg?-Mj-HW6br8I&x5&zFhl#08#3iLT#K<A;F6i#$d2e1V<^c{s|;|>%8$6R
zarJm#SSF+k2K`~sH#WN6F~mOoPYEjVa(m!s_(pEGOtaaEk~8Mu+s*LdMcc8^OQWgh
zSSkbDaypfCdFYK;I;w6nC*f4i8Ic{1T+0mxr`1|}$J%BFe4V@iKw~B(3!vsl4w>(7
zy9m~QZT8`hth~GZb}=N&5?iX#s@eS5uI+idUP(nhppKJ4^;7c82aCzV)1x%;gb13Z
z47$+9Y=GDhj{ZYz%)ahJra!5>9<e9#UkxCc(noi_E~0v|rs+Utgt!)K)JGPmi^@iZ
z){^30YQCIyezO&~Yfz@)xU5j{gI3slawZ4+VA->NnbgKOQf|MZb=f)<<yyl|TEtDg
zQq>tZ=H3W|iJ3T4J~CCr>%``~-Nf?0ZleCob|(@d`9pzRUO2#O<ePyoDg^kTt)7L`
z6c}+RFCQN{r*^f8$*yZ*rcd4%4L5ujsb!FZN-I|s-h94dh+;gEZ!Gaya_^@_+BAeJ
z@45zgG`{nIN`w^m^p80S{Ek`8_>F@uh=+|*&I)RlCk@Y{eYbSTy&}vaj0^P{!CV9g
zNt1AN`=AhJBpD1{H<^k1OUT<3+&l&nW|w|{jl2cUz+u=U;{%SyHPe14BN1;Sel<lf
zus7pDQYl87ThmLi)!Hl~nV~tbnP@;C9}3*%kIzBPsIN~B{F>H-Ch={Z$$>w;G!Lcn
z^!~sbPB%hqdu?mgJfs({^CZHfKPKjHn9_M{-@vJx<|DYBNXx|~ltbqExiQ+TS@NtY
zJeqEy)k9RyW#(EU*P!h11&vL$&8^(hD?G$(CCJ-bRmgPH?MyX<Xc8=77N(n)F(qk#
zrr&mZDo5~pwW{#Ib>P_dbI66J_rOpWjdhcOpapQjKQ6wG&Hv5Cmza%g{Ep5tSLQ+v
zeSn`js^)Yh#hl#79w&Q%Ey~d){1s6(uCj8X*yxipO@`SJ_&G^_c6EM96r4bbPAAho
zY!q+8mtTn=`Ia<?yM2VSTO&8IR>yf=Zj60l@H6el3z~Zo__Qh^6cTx!>yKGIs*JWx
zhe}ybMFtcS((CNsM`S9tN<G)H`Gb<aSJI{c88G9e5@QI4e~Ng9&tEJ^M$zFI=UB+M
z!F`vlH3u^x*0*)Yr!-+(Uml-H#zVW6t%SVUVF=%XKtf6C+)L>WB@M==CtvscRZW@t
zwcXC#4c6u$SzTF>@RvPIDOBqg3UxywjE>i*UFMK8`P+#4$6VypNZRxr1c62xprWEX
z)1|c&#Z9K$tScWR`7o;_B&?kxVG0Ney%kc_#>mOy++!h2CQ{GA@z-5{$ZPG7{Yg@o
zp1#JZ5~66cAN*_VNevhdUYZRG-f~pioR>Y9&9VK3KqpPuX68eU!cxAdDTNjoYyk`?
zmcqDFrnppHx=h7;kd*y?a;pBAR-6bEPxHMw{GXs{*@M#C@eIJL&ve@PQv(WsYWNCb
zEm%fsK#Nr>fWtO%jUB1I#Apv75mk&zRJ#;wAP^a0$1xLLY9YyMdqJY1CnZXh)fbJG
z<8WRp9}W~fkxMP$$o`Qa8P@+zg4kye9gbaKFO^ytvttYW_*Za9DJ%Kk+AEMBaRyA+
zKTUo5+Z4z^D_kf8^p>EdE8qjOvi`huCCJ5@r1w=>ftp|da(%{WAi}`wPeBLdKk_29
zaqBz;za2iG4HW0$;QzGyJse-&yiWiMILa~qD&Wvs6yhDu-C~}lNSzVgWLD$LH2`M)
z0ixxO+PS2B&nqEhfrX;Ihm`O{Z+K%sZ1WR4!CO~Izs-S|10b9<IFSEACxFY<;dsGb
ziK+~dWL4l83KBcM!S|<%3}@F<oMVIBmm@;fy}B<I#xb?oZXo8WL#eCb29Uh>`H3(x
z<dIYwjkyS*_c?1nbd_Z8TJGY}0oqkFSK|DYsVhS#;f;QDI2e8moRE#$f()w(t`-%L
zl{E?P@uDz745lzeRq-q#Tw7NVXy2$>V^;bqX#61Fz^+jG)4v@yIZ9401}%yQ@VmXC
zkLmV*)XUmjh3@?P{MWTAUG0w<>AnrEbhWT*jk`NRJxt+4!B?m|P2D1iO8v~&JW;({
zrj#2DmTJEAGnHD>Lnf1%n-`n0x`P3bzjd43@S{GN3v;Yf0Eg*x2@4km6#nvg&Q3ii
zppLz>(n+upqLbj%?jkptbo~=A*eN?;%eBf-P{k&f%7P~aZxoqy<;1wD$ico=50O?k
zw{1GP6<(_zEN+*0_a?B7+zSzq`%?7IsD6K;5t=tNV!&Rtog{e5oQJx{dRRtDxo%7*
z(7y0?^&lzf$`=k|to{3|Qi{Hj6yBYNf}Us>N4rIlH7=P5*c&4VuXgm|Uq`GBq?K=`
z=>KlZc-YTNqta?ML(OkyKfTAaxd=(<8hzhhq1G)*=Z$XXauCyEXqin!=zFT-)zNUT
z?oaO}(3U<P9k+`l7s<^7QCM}frIE;8Qr#Fysl|Jp7>85=X$MAzT;TwtL4=`s_v><8
zG#_e0sla&~eTc6x7_fn<Oy(}06sn4Soq$Tz608NA7nX%`q<(llJoQwwzsjX=Iym^;
zOk}}h4R@iI>ln$wMcsq5@(cQ?Zhj1t1$CYJbu*@owkENt>DS%&=3gtokrR+bI>43g
zc)Jad`z_hNPBw&u%b#A467q6STD&R#2SS1`UGIny(xKAYoyn=UEF^5jqSp2V%<n;c
zYeV}V;D+=Ui?b_q7ly!e^{I+&r8fQ?t+}P+lJzWb#$Rt_CpYY~`uq2vA(n2coM$Wh
z17S2S!+^w)(*!lRbj~o>Dw@<a84j6ith--#{hv$`Fi7d1wFR@{2C)#GwmZfQ1p+ck
zkAVOFG9I>XI7t$bh<4r=MyNf!aGbpd^%?ftK;mcL83C;Imzw%Sps$@b2_~?7XT2r`
z;42eHg0Ct!i+=1SZs%;6MsWqJbQh&h#agcpnVp6E?ay&1sK3`<i~NCGZ$eGIs4;zz
zFKQC{KD3<+!PYqUY#N)3rCm<Srzagavugdu$gP!4c924h6<7Hj4Y%v*R?YG(c_ub`
z71V&vRjNNZ(9|E=PBo*2)X6a|nC@-ZVO@(k-OXnUWVOD4g`~G5elu@NEiz0|`AF)*
zDd(y^SXZfeLdFAhQADTa)C1XEi#f)PKhX8xYavtq3+`B2qsSSXpKUWgABs#*ia((-
zrk+DhOfKxN=bedP?A(Y>fZ&R-;Ok+|d4Jz9+cAxN(()6Z<Q2eYwyI!~yuz-R>)PkW
zs7&6t(=v%ao!x&|4Fkgq%chLlS5_SoKW?*#%$OiXE;qryF^^HE<X*K8U^|<qLrsZ^
zF;+VG%pa8HY7+B;Ad>M-*<iMRJbnMV<oa2KS$@m_{FCX5N*d|2=anGawjrZWo7V!5
za4V2olHKV(?#<lfHQ3n^c{U7uG=<k(9c!(!sqb?DsOaGQzG+ic%Tr;le9!&*J+Jy?
z=tW@6*jmMLDmzcr^W!e39a|2yBH}gB*o7uV9eM+n20y`OdkFt}pQ7d|(HnZD^9)QG
z^t6Y|KYKH-`_gMAy{q6de6`OG5DuX4Z4BMX*+8~ocA6I&Ucva}9PSkcMVt2L+b(}p
zK>AhzGT&fpXkudGT+eP`|9cEk&QT2aM`JUC^%vkQpB@UF7<}trKqTGG9qo#YU!6<p
z6S!>Z#T^QyRU+X>E}B&n`C?Tu<9E}RL)IF*Kn}@dMVPk7P_OhZeLDX5L7!--vELw!
zWJRN^|L~o~SXPK_BBNO15zzezqyT?q5&C*+{uI8e8Q5gIVFPr434MeGij3}ex&xhz
zVSka|bL^QQ6Y4C^YrEHnN^G7HLD1BeCnc-v|74j4GS#F9`EKtsPsMs~@6<*WdgsHu
zdtMjbmNt-OGIy+v(MXY(X3@z()kXPgM}dl6n!d!G52L+sm8tuf{j0H@44^3ImC1pS
ziBn~(KND6Qr(BZW&uGO)x)ug;`@NAo{6eMYKHZGG)vKZKUXy5JcvO1`jc0hEjiFRO
zbIAA0i9EX0;2+n(fAl7r2L2BM##j(qGQW?>k3Tsql--duRkeI9hA8DhTd!X+T<^hR
z38v{=bR!A%Nqfm|>c5c47Kc3&=%cdM7Z{fO!Q@%Bcp2nKvswFv$hV@!8D3Lye+t{x
zabSZ$FSX$D=eB_l6QgArDtedyr^3bS(}HyM7l)#l0K75e=7sdJIjFs-p5|lM8*?oN
z<(UL!5HYW94|Kr(C$-%?<zT40J}oTReJxk^gK@GMKwj-)Ik2~Pm5xAN?3Gjfg{^M6
z_HV@kdN|L4B)q6+k8AMWA%LTd{t~POx+)QDrE1{w*WOkoPfVdoI{GXzQUP-nguHhz
zlQS%<VKZ1I)rrfapaP;EZ5Gp8F8VFjDv5&0Vw1h`MX)H>p*4?;)robyhbi-RiZY!F
zsxAQcEgzGS+q`hpFLeNsNszaZm`{r4xadg=M$GxVdmCwivK@r}+^tDNP0gvdi5%7P
z3rrQw>P}2LUQdwkR`}|tD$9_aVF=@QGa-M1L;6#bMAZ}|x)MIyMs0qS&l>F}+o6pp
z64ubirPa<~rIAC-!?_x|%pW0iRQY0f8w!lhn6)mz+QhuXNYs2@!5w_9?ePo}gdrZ&
zewfaG8-GvX*42MzRrr(^)CvTc=1&UM!;VowbKV${`#yvO6eCB6cs^AM3_@n?uYp>j
zm5!{{2=|HF$vIMJRfyaVMr)pP4p`7`|FjZ1Xccq)>U%JC4RI1R{Um=z0faEPqx_@7
zT;<p<Kb2+7opb%^8)UvU6=4`^sQVnO`+{^K_>szAH8N>mRJ(Xe%jb`+$ULAQn(2RY
zb}1$TAc{mb+soLq0e$+D_fGz-GOhlm30LsKhHME`Wjl$V>KSiJz2??89I`{9!(*E!
zx6^Q4G+~DcQw*D14Xj|)Hbd%h8}6i`NEV=p@IaKui?C4OKz4cu{s0ecCEdhG;{n}F
zBVU5|p0O)jV09I`h4eEU#GOeUQ~Ajl6ZceZBq_vSaV2;}6(FyaKsh7=;xX_4E=kAi
zH6KcLLD7Lhu0uEp%c}SCd1~9yB+C?oz}XoH42=oFqGBP6RqyqRjdAM>F>(tKVqo5X
zZ#()4|0e;#0SYpc3f9+PBVDCi-WaWF@(b7kxo)u8IRPDjEFI<J&c|b-&+%~sck6q<
zD`Il<W!`$;etFAyc@AWk*3q4)*#?&2l+}<V`zsotwpPZtW4aQG7X*s1i}66~<ix2K
z3{|efRSRZS5GGXXg?L2msEBJL85Il*+kCxg0msLlDEr;WeK0M*UR<X_en$!SU2X_y
zMCiALr#CLR2<8&`C`PwGfPX^|HVL0Gf<V~{Jzm`A|L)~g8~%rc#y#*H^*~XsLJYnD
z0!-vvPf>QTJ|_3gz`pfAC6Tb&$$UTkuEDPEmD#f`APP<-i$2RI%0X(r8XL=6=mnpn
z5=zp+06GR3^!~liAc3w_t!IQ&`j4;aZ*5{ah>{;hkFmSJUE`Jjj2eia68!Y$Yl>TF
z4~rXs&wuM}R1w?eGU;IjunRD{@Nc)2p`^yq2WBAKBu(?TjQPs-yb!X@Jd0KPR~d-O
z=%^JC#R%2HcpuKajQc~W^8c(p*val&_^1bXx!N86_HvnHLog%(_R}gSRr0V+Gnj-#
z7{j*^(?;7?O=l($Dl*wEe}|kmv}kC8B&7+ABgX~&3R`@!a$1#d{;q=tfLr`!I|JNy
zm4>5OZbEgk>2An1)Ff`-cMy0D1n!|PwN?nbAYBLK3gktnpCf~Vsi&9Nt<Iv;tD*(t
zT=5yFc~3Uf^&83R+GS%4eS7?0;A652L_eq2df>G4ua147mNq<fh{8=w)%ea>EJp8y
zZ&Unv325{4mo?UIkD7_wQXcJpFg>+kTzaqrYuMl4dCPEa!Y*yZ|9OA_+UZPg{0{fW
z+1XiVXD8&^LPfccv~;KXD(YeY<+AN%_XfI<fxrXwrN)L{tWsRs(Sw4}O-}c<kVPWl
z_qyMc<a!Y`P032XdE<rhIPaIBZ0T9Q+<RJ|;wc`@X>}I&J1hFH;B#FHjrGt+No$;V
z*HW^T1<^xnF~NWUq4ieQ`2bc|hr_r0Q6P{%k|-JxgFs!nN~3QcwZpEG(a0rdUSs7=
zD|$Otcc*f%dP^V~1<#GDhflos?74juY*DJ@1p<Qe!w*VI#=Su8o!&5bkI~fx(ZuGL
zo9s2`9bHGr{hAMh*XxvmFF7PS9NU1O!=zo;eaJT1+<Uh7-0Z`DD(!1#=x*M1>>r>u
z_{;^&69n4HB4y%$sd}a=eFMm{42>J!fhlyjA05=`V|pW@d%$8L0wpo$tCD0m@r8_c
z20UM%JsC0Df}kC<`bS%x)Tk9@`R27oUf&Mkj6Xd!Mj{M;P0HD<yM_U--as=|BxTv<
z4Ck1{f4kDhdMrwPiA@ejNnN{jw!jV_J}i-RDnow#)sptqW^YKFBhd(CfEr%j>5gxo
zBwwg6o<8N^f4OS?2e$lO)rSy}jW&x0ScqsFw1T;f6}Nz7nAvzs+0lOMF3eO83Gs)t
zp`MtGXiJQRotz-AA1Rz6Fd2?#6mGk$1DeXkw8g1_M@<-eLaPH<BTB*M3Vl@q^T6nd
z*(pB+6w^ncq@C7Mq~L_CDZgbrMaUY)k&nUA-~42L*%+;eQ3~B59@sE`KFlFTcdp=L
zg&`Wm#&ziqwAbqj{MjY*bD+LexfT}Jx6w|6!X>lK<mJlShsn0gDNB#YdE*r_OpMqx
zbFRxGoxcBW>1WSCJgFVn$|e^Y!~I9!E5{J_Hhp?hc_LSb`aC;BGMi^3DQobC`dL4N
zQ|4$rsR*0Chmc&~wgK+Z=80sDkuGE0YV(N~o7XIV;ON9t<jIe<sph8<ycUj6ta=VA
z7w2MVIif~~|BAWbBjHaV{59oXgeRU4WUzMDg3t+Siz&9x%;v?&b3QN}P6hX--EA49
zIyD%#f!dS(P6qZZy?W0%glBEr@Y1QbscT4ziYSvs^J?Nh%Ju9d5F<tTXN)6mwUV#$
zI19glv)k@6c&z{-RUO#Vg73iEBlnxVIX8p)H+GWPuh727(v(G87x=fGO`1GwX;{zl
z#2Fz{F0m?KPVCu54yZl!?}z&>RgM<6_{b5PZz#v$OiGMPrRclDCx6O$VscGrv;g!U
zCd$hsvTt7-q{FQat2vTvKz==qZh1^;u;tP^;ix?Z8n%4!DNpAQ22yQDh{<fAf-77W
zn92spCqGoJ$Eg#?dhi<j{8!qhNIdTW0DrHeD~{~~_Ql7i&#R+u4NTh$3?>gih?2fH
zHhvBvtD>6#_=6FGZm|r-oB$$JaG+nH2E2?+1wJF30Dlh%86KH{gI~^3XD1boK<q1>
zp+i7b7!d`Ct;ePAu6Ww+kn?VW;|hzNE#&*8gEJjWp78BclzW#~2Hb-{4z24nXSIy!
zLf-NCHp^%;OoGAy*OD+`&z)+WI;Bzq=BqJ#C{RaGPTMIAzAbp{J1R!dCYj3M@|{D(
zwTb_kS97ZTDddr{ks`@kFIuLG#H@`9L;U4=&n)6H0NKun^LLVf4D4Z<409WUAUCx`
zXlIN0ii;&$4*7jkU#pjrW*m3Y`dI0{D97j)Gy3|?P~A=+dtXC!dn|jZu?XRs`iK0G
zygXuPQweL^if3k#7@=jp2JorvDhLYz$81ml>;0QDV=T7@tJk!iZiI1jo&_ZYIt$9J
z$t3RsgBh5+aFRe~3zoTH|NL`^xgc+(?jjo7IPPJa4{HkJ+I|*C<g8%dPCkxRH`HQC
zxR(3Lce9zyEGj=gmS7a@GINVVjb8VacdBTJ_TP`xJ}|COx}iaS=9?B8kWsp|5Qy}P
z4-GXyvR-X?b>{vN)M{R_m|vw?RE@eeijw5xahC`!6U0CEb1TjM9zNP2C15sJf0KaP
z@upe3nYA5UZml$|NNHa8$8~CzP_eysSX`Qx_c|tqgM;WQC)bFz(w5A&B<>#@*be+R
z;)66!Jaj8o$_hsG!?+A|KKpsFgHDHA=8+v4O3(azno(;i%1pv=Lk%9_wv`kNCNh}f
z;g$1PzStzrNT$XLX-M<q<%^x7E~<Re>6zc_j8a}Pp#urWXvph_S)@%S<4Y%-EugUB
z4XLIAvG?kZH_8VO0HO*liunGXpRL`szM-_Q*i}<#C@FcF*+qf3nYTej3DkaePqf0g
z<W){A6mG%K{%mz*9Mss({Qk&j%3DE5@{S69Dq1!!^qW$7*<s$!FM}_bt(c63NM)=0
zt~%J&0QwBXzO~&m%pAq-^kOw-q@`xtTt6mnZ8h9f2udFtQIajdIt}%JV(35rf<IWa
zWTzsogJez+9fo4o;o=HCV?$d@7`X|%ncT>vX0x%73ok%N0o<@54&a929|RfHOfSh%
zaKy3*NbT-_Q11Wc!x~P<w?EI(6ABd17_U?II8nijOux0w{Yp#IIwuZ|ov#j2+QDi-
z++Ks9>oS1KA8bB;56t(j0GCE4@M59IKA;%>&1&&VsNyV2;5`u|98`v!0)iUIS%rYX
z*Q^b?9kdme@N0jebI3}$cIY-N2VGFA=Kkjd4#KxsF_yM>vd?;YkcE@o@J(z-<nXyy
zHiiiCan?p1anbmwGI6#yDdpM(a|}BlPgR>vf8$4U*HCpczYk7SH`lfZHDBzFZfqBQ
z??LbCr^POd$5xX(#h>Dh<u8Z){eoRf{3;9@O*~~<HG~I>sG0UBbkd?`?N~J&-Ey*3
z=rqe?Cs0?bFZRfIOod_Y>gIf_I{H1{U(}t5$InTK2f7YVio*Z(J$UvVS>Ssa>{Dmt
zK`&!U&c<}I`i(nM-Ob{*4U8pA@b_P2q-vA2j8L;lXos@YT=^+;hdC=u-uWUdE(111
zuj*!=zwRy1-}m-cqw)eSEnp3kbuGY~-4&$}7ONXbGGCGu>NS0f5rs`4=Xd6LNQBDT
zDSce#!M)$coWi*o=85umK<6(Ii=g&XF0pxzk1&1+-&EgrR^`<&ivGTFF~774M<ie<
zOc;5(a{~XFZbxg5mPct^D9f_lN-4=JhE(n{(>(a_B>xs$i@9qJ2}+yQdXF&_Qct?}
z=Mi=FQ?-7ISEoOGC3iwr7SQMx`Efj|q|9Rsb-P{%bGU351=vJ*Tp0_bFrcg1dA$0?
zn(6LYms@P<rguO>Imj6yQ1IHT6{&6`C1EwvJn;@rw+cRtx}lg>=n8eH5l2Q-I~u&z
zE0oL+o2bMQWou-u99hvb?w7|OY~U<JAi3Bt`(OkUD0O*xj3*T50bvpWFei$Lzt-fi
z6BXFV^smNfgiNq6Y`sJr6<ctowaLYH7ht8u(M9-+)hkW{Z4G6^l2Wsl5Ak|~gT4CS
z#Z4nYpTM+2I&WK{BiFO(Y!ZoTQ6kZOqR@u0z^`|LMzazJ{pkq_Y2v~HR4{?713$Lp
zO^HeRVF}W1Aa4GRcO3LWgw=0igQRD-;S80YhskJ3vt+%$D>eE~ETXurcmB@Z8UDx5
zjx1UiBtTGf8q=iB13x*nflAK!!F>(jazFzcn;<bK@MhIC`HM)>7+uZVcI=xZGecI%
zOhC(OE8+6ZGs|kP>neLCM7C{`#dz~|Hdsc!`sj+}d`mV3%FS77<<3h9emb!WwYvbZ
zkO>zBMPrGYk~Re}#=d!0pl-Y*)D|X}YKABBt#2F-)Ff%I$o#qFCy#76FZ0OuyAlkQ
zzh6*Bk{hExaHIk{X8kQ-(kbS_2~`aI-NLv2w$DI+8~Iy*8_}Qsw!*jmwga*<??h8I
z&!Tra89;W#9>|WUq3)uIYuqf>(b@-KvJv%aR(<Y&D~{WT|NBC&@H2GefT}wrDX|<N
zSA#28u@3#`pHSR=Bfc&81qD2F+xQ;q18u+lRZ1QTyq62q!2+uJxBux)#gx3MnBUAw
zfQm7lE$yRK3F3AhvP?<2oa$fZ(nmkyv>V;{9FfX&llg1)Q;_&<^jHa8n)}N-1R=r3
z_%s~wIr?LGRG}yZaZHkIWab2sZQ{n`gvAah#2zS+Z;g-3UT!L8MGneQycLp1{|G?#
z;r5mXp9@1+Q|T7Yf$Spgw`SzspSK(icMiX-dZ!kCu8vs%^`b!k0^goMXDBNt7vg2w
z*UXrB<hJ7?vB+t+zVh+K;Z|}1yaD!Fc}z1|DavmBu#tMaOlAWB7g?fV70}3eOlNt^
zt1ZuKS=F+6O#Q`8<Lo!)=MT}o8|2gd=1EKzO?Sl&AWq8Hg1{qFYvh`uS3#IqE^Fj<
zyuo9+b!6b-Jl09qb2d&Zd(-oH{}VuTS?mrB!;IFXBwKTzwhlDemdPiL=H^L!;$)&Q
zE*=A};U9;evgkLrDe({OY7Fs{uj_bS<b9xI`cnLi$Xt{Q9CxqqUQa*FvSl$<5TiK%
zP5|GacJ=<@x2ayC+cg1f#^VrngV9ET2LaGAuG-{auB;qS*v&X<9F-c=hw*~>r;v>q
zKYy^Vto77>Thq?Y?yREb^yLzJ<b6aBMDQg!HMhFDxFT{K(3BwYG(XCQ2;m?$0C?^8
zp>;@UV9Nx7l07C4GZ&hZc~`qtPfY(qL#^i52#Y~GemsV&K7V^xHn?zW{ata9l-s9`
zsRXoX|8+`k#>`3j2ur7pFlC1auX=~=V@#610b)Ek{8id(-2wEf%_)H+jRVV7tN!q-
z?90=qNB3s5!bJd`2<ySOXg`0A8+h*hWQ17SmGps?o#MBwgOoep#re@9gt75CZX09i
z>maz!GR*$?Ne^o+R=1~#f~Uwbb(gID20(kE_vx09>2_E~ayn}^dTncRsiNDJ7r1Pa
zu4NL5BL3P(_eg&^kUfnWba|-AmAa(zw%I&bA^eG6-x%(Y6UlOZ^9!5P=_~H*W5*A7
zrcDNsj@4P>x_WgVtfDWxW^JYt76;9BMyvMn@JEcbr}?DxVgX#qH1IgzE|xww_G8jc
zzl>rFf)VHUO!ZXD&d9fY#ZUQwwSKc9$u>lkpEuk-?<hM(^CEV5I}O2fH-IKVxyot?
zXB@;&tM_72%c?72J!<O*>|@b084)*ATZTP~h|Ab7g+1m~E@C+_ze0Eo5)Ak52L=dM
z)Qe4G&!~5zd(EF2$%B`iKV4XA?(dQ*3OrE0ZVb~r+8@h+>#|!mCUz$xJN|xIeP$x$
zyl`*w7#-{TrJF<_Uww%5r^^ka|5@-8KW37j(3iDC0%Kx!iW+DarAN9(1%;^!(kooe
z)r+F+rYhO2;706}c)YeRXd{d-%p-z7IS0*YbW=Cg(Y}*gvCqCc00F7e=?Si{XU5-C
zH>_6B+oBaJfC4H3nK`B#?*s{p<O}ay`T3gKci*qi*{`tK(Md+xthPEvQHfFM=`Zy>
z*i9Woi5QdiVLpneihH$3w7H{*i4n*Z(3aIpojlGOP#EaPF^Om%fKqMMB~y6AB|V+7
z2iI_6CMBSOjCR9#1d&#D6$#>~qz5*}E0S64201?)Lu9qRcqol!iPxAdx9=FCq!@+s
z8;teXVCO*v%{sb`8~#=(P{ow$j}enDh!Ng+s9#kD*8DE&u1aW8{*Lf-9MC4ByUQ%@
z7P^$GaV4;O-}?KLROq6q3oSJi!T!7htpEHCmuBC$$r>U2wAI>yiAi7iNwFw5$CF#%
zE~!-)o6%&4VZo!BzC8~W&#=yWb9fN%bgR$8q7a(7uF4=4N1IzhlNcIPu-!WziM@_8
zul{MDzpHs%Huq-+X<`_1AdEh#9ld?iLoNNnchR^t98Q)<W6;!!-wPryMnuUwPjN(>
za%*rVt@Q#K5`Q!~u07xMOdL;_VSJO|_G>-@81P~%+}Tj=FoNSa0kE<tdbAtvGL$^U
zK;N6GN6;%D#C(}$R>!;3>7uyB*Y^Vv+~T08lANN43%5#+aIn0Ri7$ds1HV7*FYn3G
z*wd6m50jGc3u(~O$>li09@*Jit9;J#(+mkBS-kE;cb`=s{Qap{XPzmTerG)8l5I(`
ziFw3NJgX6H0s7^Zh5s+D5p4Z++D24hZwykCOTJhpV~X(nfe89Vn!_G95%t4C<~u`w
z8^KvDuSVun@=U7Yl<~YHnuTW{ccPmU4yOkL1BBi`!>HgvKIYcEo)Tov;!SO*=*w>t
zHi_TtbIZ3L5zG-Wpd+Ue6-OL2JKjmsBCOsz<`&_qqV>&xn!Z>y2}Zxf*hTOvnLB?I
z90$`ymMhK15Hxwl$6LnEQ(yuF-i=qO6>p*a<X<Kl{YY))r<PTxR65$qB*t_Wako6w
z)Mb2q5or+hzwC+v?aPmJ4k}$$n>;<3&4y=MR!%|+-kobqWmTn&l*b~#@@iZ?eVob>
z`@riu=l{z%M`sgBmAAJGe~uE3rO$e`!w0I(k{9rUffyNjp6@}k!U#BxdjIYp(I4co
zgf-G&w$~m#yuSh#CEU6+uqb;&3ZOCwEr(`|<>|?eVtG?|S3h}*_E)r3d63Z6rJKL&
za`yD6zBbhN^}g5bn#y-Zg@yf|%3<}0#h7u_{6V|6W9~B`Y>_;~;D2zpv%U1zwMoQ(
zTc5RL`_Ri%%l2t{Dt{xZ^V$9Ly=J51s#G3p*W@ods~HGLLY3z7VYYBvu<(4HUO?<R
zC6faqz2pwOzX%dbrBb~3j??}>oV`_8Ty2}J8wex>cXxMpmq2iLcXubaySuv++%-4^
zcZVRs-JLzj_y66!R`*(aU;C&|kg8dA&3eakk1?Kf=ZjyfM9F#B+@S7@mLN{4O*|if
z^tLi|LyFgG@2mY9ot`&gS37JLQ#H+ONmQF;S|bg*JI|!9tV1)^sX>h%a{l~euwW8*
zkMy-F+~sgv`Z^T9mTU-xQ!bWBuL^cZX!t5eG2IWSKu0r~A~>c*bH%+z4mYqE2RuMx
zd_tsBt7v3YIFmM;36W2hbb@|{x0CP);rJ8Uf|C}#2x9hW8#{ziTB|SmiQ}4SijC3K
zmZ36FowkV9k^i;E_xN>{qZ3gmB&FFDdHiE~$7>zcfZ;Tc4t;!T@F^k4XnjWGQ@kB`
zL&VowoVFy)egeHK<TJl!w?!?W<Sl!pvOCJf{%XE>YYrrwlM!>`k!rl>1sX&u?RY0w
z=<~3XN89$qq|XVr=f`Ti%oSWJWc`!`Oi0%*wA<tAB!sMfAw#%}Mj?IcqLG*iei`7-
z8ojq=S9$(^v<WZ7Atc(zCT&QjwD+v+^Q(7EZ(kZXaWriI^nQ6W0E9vhgIJP8vp-#M
zr>{ewq(Ezck7O&5Y)=}uZ(u-cop)O^Y1TYtP+-1vD2GP?14~jv6!wGDQ;_3}rB+Jw
zr;D8152bJuQLkkvwUSylcO|qN3O^*8PW@<n%?kZkv(jJ`4&w?t;f$cnlr!%*J5}~p
zNLo8=@@jGuK5>b|O~^lOs;r*{d`jN@nShRV+Jp*NNnZA6%FtEh#t3E$JH{)qjP$WU
zpOb))zu^NxCJ&9}_yLFsnAe`IkG1Mgc{vltv{Z~{quLlDzm{pTjCLI1WD#%}Vv-36
z?j|p4u?KlF=b@0BCUU4dHGUsU^o9j1^vzt!{Z*fybuVUuB<7h+0|}=IKfI{M4+eo?
z8kkoe+{w7>kQfvHn<CNpWzS3*NZ5ZqqK>H)#w}c&#X<vK0~wxuPB=WrV12cV(~1FS
z^Vsn*2QP<Kq(7w;nL_?-tKbvE3`!+)AZSo`zmBLuO=kbzPR+b9a61!tN=M$Ntdc{w
zuf~X{f@UVuJ-b&|yvQyPqP-X<niq`R{4FUF8{U-!+_R<~WDXEw$c73Sg>n;8Q%RFA
zWTq2wd+m$+$POe2x$!3c3?N~QFl4=p3Z_m2$1NlY*qRB@8>U^J77vId(X%%^jx}z}
zn$vVGl7v#Zis#lPZ(gimAt9229pF^$yG;6M4jj<UMeYB6Kwr>3WOT4B-pX{!X;g$t
z61{)cVmMNhz;JVo{F>7k+POTxQHEKMZF2O!WQlQ{C8bsMv)FrjUGU$kNAQyv2M~Eo
z{#b8s_^$^&c85cG*lSlnQv?D*!eL0dhX?9vKp~Z70fCf%1P>5M3H%#KDSHp3l$Ezb
znpXlk1~ep)l4E@Sz0=z0T{|t=Z2X$VaXwDTLbt|wZ<+R;CX!wGs$+FzbMQ^DAFzX|
zP-i8*+rb2j^Z`2<@C1+5&h?~E6^PK<9rnF~Z-;A=0U`6wS}@*O3saJUR_#LLtMYrz
zw8neQbfR5l)U46jddGc~_5Y+&#3r!Zr;Jyjl6TP-$~_7NOC=|0X~iz=mZ9HXzU56f
z?8^Tc4BC(xVZt(^b<@*JyME2T=DxB^5>g;~iPrKk<><T}01nAJ=jpRb-qe>fG;k{O
z8;2WXdxf7{4t@~__J{@ndg;oQeSE^tLAe#tLBmX3_gy*pd80&ngW0}5KV)QN=ySFi
zXk$q^^Ez}CS>d(Xo_+Lgb0@R%Uk(0FZE6#vf;3&VPIc^%;QfO`OLOWI2NaZp(Rx;A
zSncSO2>5U1bm!9>Hj}dY-C_UBB$sHFSK;)9Qx%oMK*OSb!mrK`B@>Zgh=pGSzKpAk
z*6{wgtlG62r-F<r0t9|;8EBnw=tmjp6T`h^VpxhuKHa6ZxTa+D(Ysn^@YzM?<HYAb
znlgtK3rbQDSXzz|E!xtwv&Ph?^9daY=g^Ljh-_kRV@lXmX6)x_u8W32(Pl!tkB=R_
zW}K<(m-qS7(S?=)b+2I~J6;B0ka4S|E}t6*stS}_>TPE7Y^`qf2JxJt^Edf7hM1LM
z-;3jMqY=gh5u*KF99?V1=`4i$!0j{oO;xYcqxM!)jQm%ob2XZd3b-i!TQ(!;%h)#P
znX=0NrsNx}*II{$L?y_rvSvtmsG>QZx&CJ4{Ug$1VBa2o51lmk_4QRVVZA*~yzQAg
zhp`Ricex3Yci)W06}x+WV(MD1&#}%718Wn2{9*sSZh)_X{l_@fXo3#T>~B7uN(NU8
zXvFkY&HA^q&sU(Pwq99NX_DFM<ry3KHuOcfQld|f*%+e&kHjKfzTur(s414ns$nb7
zWT<JfVeKp&UywX!dW#fH`qy`hhYaueOQ_`#uq0oZrtB#6PRqU`hD`RcGagz-bJLs3
zYkvw&6h}fr@lE%RW6r*A&JjH(r=>Bwp2_kUn{&}I4^<&L%Vi7WAwiaa(tBYckKYJ^
zCl~$F^S#V&Pdn~=M})T6IsflaTXC~2?p6P`d|m40h|G8$n~Nvh+c>)n;gF;yivXre
z9o09aoYR|wu18EpV2Bg?I}K;zi^(x@Rb*73Hh(3w<+DR@-i@4d02js%;ukfs1G=Dh
zMFr|@S6%PD!+Mm@EQR~Nsad1%up8bhkb+B6hHv$;X}{A?*Y&9yNw{k8eoS#8H<XiQ
zr}qv2+?x+u)KJ)%yns{cqrGYlWHwXCGau0~6b(-F*PMXrA4pvoO!3AC?Bhzb<R-W}
z>rx9Xy(TnRe1_0F(J8IyDrp#DeN;Ex1T2i?`%&%mOwS9}{>tntlVxb9a71g9#>cgI
zB0^s3j_|)CEi^=?Ru+O<j8O}!p6#$>eMyHQrAop%dtR=1y_a8CgACtHuZ_$|DYQ{I
zZ;pZ>Tn#2AgBd){;%D!o<N{IHuOj<ados>-Fy~fW1ECv%h!P7<qgX{(kGyBX49Qo4
zXy%+mz+sFU8rnU6(`8q*jDCLvYa93$l>CvMxXgm9kCwFDRQ>C1noEs}z0mBZ!?J?t
zL1PyWcfTgNxv%Za*$Jj%3o0>S<~%Q=73?a%0!ipRkFsKq-=zK5?`8_TJLYYdy*}>t
z0%wT+7kx0~1=eU6Nb=DyC+m~CEOId(uxI_R5+;u<uNm@b*lzm>Z|=-CtDzYB{iK6x
z&}OO6MeIWMtr1u*6eM?LBPv^BsK9DFiN5(`S6H<-oOyO;o0x4f%S0{F!Z4Mezr4nj
z=VSr(w!O2HkfHf?lpMB_X_=DI{vV<@|G`|~2oZlGKwA*y8!DH?^VYEXZeS7_kwU#%
z0KBsUBn5RycRRPSkPj!_({Y&%a5M$W7ISxn1hkvK_;zFR37f)NE{e+fGJ#tQQ?qQ$
zNRuiy0V*UCvIH{<$L9H>Wn00x{Nw8jSDe5r{h@x*bdN`s+6jaI9Xf-<U@X*yUriWm
zB>BU}^W2Tx_xYDAEQB^T`TVHGE2X#8CKPpBX!x=&n}RJZF7~$GCxs4$x+`=(hU8Jz
zBf+MRKRdGwNq%5Ww~rC-TU|E6c)mpHu=STt_fAv@M+QKn_2uLVe<RE?2j}NRd_*`g
zfFksyiFjtyX!SCYHDFkG@Z!&9b>B;{F+PD5U?)%+Dr|woIi{dsR(aqO>0HM%FU&Z%
zd--(M7VBqhgFWr%qmxfZ`pCV_U0Ubml1+*|NW?|NHj9TkB*JD!zp>zx8nPm?D~_a}
zKNhCOo??5ygu4evw?FBTz<{Iwf`ZonVhm3&A7Ea0!5g=*X;zZ!$NaX{8A&@*w687c
zDex`_jh-7qm?+48){qs`8i6ThubOi21sHrfxF0FN@V@O<bd^q%m<hDPpgpK&{+50+
zS!pI!NSl?FRjo6(Eq{Ha|6~_O8QmIe4^uK?g0!j%p&uUCV`6$VZ9<@=20dtfnRauu
zwz|6ex{A(ZDY!@~w!JCIP+2F)?27sTN1MI6wYyvENUe0G?f887R+OFRgp>J5QUXOl
zRuwsqa><-Qn~Cn!67<bjm10h~Z~gqueF=H=3|`9Od234dK03YySEW<o&iG1Zpf?%Y
z$>~hF>4p|cz_KI@24=FuNU}jcEkgL<DX)DOT3>_)sd}H(LrC@&J0ed!;hBXe&ETui
z>T<;Gs0#u7k6J9TCCoIC&VX}a5e?|TK+Z!yWVc@uolmhA!v)rF_dOUWIOtFFK9Md2
zF;i6^^lnGx`tDt=giHV~_EVH69MpWVzbNG|`11Pf679L&VKx|f7|D5!R=6*+*{b0?
zI#Xl9>ihhR7;*c%x=!Ko_Q5WSi|LEO3rl+VXH<e5ZxXW*WK4R!eqh@Fm3BsC_w(s;
z^Y=s^?dNreTiIM+YV18i;*qVo2qua^h2&aYvy^#T?h)FGUP-;9+J1v8K~b-CE5p!7
z=1t~$kRIw7xWmgk7#J$Q$UXB8y?W!Zv=E3|3WMAK0fNEUe^F1yUo73__R$VB?-~{{
zSrPjzox$#Le?DAi^08`lh8w;HHc982n%?M5=4cbk1?O_9&96+M&wtgMpaza$Ht-_5
zcvBH;v?ScD@WBlOn71mYH;rjXc{zF$mQY+n843~`KMo9JR{N)!UOZ-YlHL0Ll0TH6
z{lLS=5HE?>Z>a_0bdXb5Ja-Y9@tHh6wy@zP&7hb3X&u+m;fers3Spzp%QyLep^zzx
zhXEfg+oLZ{il;RX(r{5=pT5WXZWGBpBX}x|u}5>W#mjuX{NoTVk_cV>Rz7M4r+tsh
zQch7ra4Y*)c3BfJEu)QH?#qGS1VzhR61t?5{9(O)uMkyRAuvkY*xu-$%{zAb8l;HS
zq1VvG>zELTX(OM;@bMApWb?+Yrobeyu&~k@@;`5)^lBfzP+M8IQj;=-?*<ZgI}kft
z^z_@Yel!aeK(#e~2n#6V4cV^vmRF$Dd%^v-O=?-iffPTU?yNeHRd*J^!0mjwBjz3T
zA$w}c7y_Ir12}SYe<9-I>)Mh*r>QeTs~Y98r}))PR2@79bj`V~e0+yQF!-pOV)u=@
zZz772H{Zb#QItEgSL)TW^cMSn<{6Lk>Z{tXSP&-h(SPu%_(|-}NQtC@1y7B1w<c`4
z6WX6Lqt{1>yOYp536mdN9!*AJ_=M^qbOglch}_JJ61UC~azQ!~=sSAnQEp$=$9TY_
ze3P!z+~E}o4(36aKVXTtZp{k9ed2K40#-D^V~KoK$=f3{jyuRlcaj6+s>5+;9P$6M
zf7P<CI!Us&9EmCRz|jY561hQyOxIRz*2nD97uOycoDH=YwD~R7;k>fpsWOJSo;+-^
zW*_?)8%O<|WQo3Kxdwl@(aPZ3F_2!4kVN^YMpbcl0KffKHaS+nzx1P~a{CZ34u(pQ
zO27ghJn0sa75$9*5k^HFsHga1g|NN?ynklVMV1T0rnJSy6u441%AibYT4pGIFXTh!
z7f`|}Fabxl$qAKakM{ZBIGU|T+{8Y!CW!Z=IN)-PNW(L>zdv@c25nn{nwo)*ZjaiB
z6>`Gturt|;pN9<Av0_R5PExpozv&#>!RNRn#Mv>CIrb;j%jtL$DzqjF-Tb$*?)yI}
z>v{YRpW;)nJmpY>Tu&AFqo^xuB>L1XKUxx5dL^mW&X0)xU>%e88o!C;LzG**Mh78&
z<`S2^`gJ+&jVHwaoDU4OkVP|JP9uWDd~>oOPJg&dVp#jEpplHLGmRu-OxfY0Pl7m8
zF1C@n1C~l!06=SlZ+E%A2CVQaD#+obU<3f$OO=J%j7ivP<$7LB7^a@Ys810y7S-|*
z;*9DHtEc@~t*5AZPkf3^gJ-(<I_-2Ktgmy;?uzuW4+dLAc3k!mWDN@1S`Qbx5Rb)u
zz9y&VxsJALCduVU?Xy+>qg9?=o+J1l)S(<p0yAyX2eT1Q5i$n^onG2o@z?#CFis2S
z7*kN4Q*8YLdj#f~QQnNky|@t-OWoD}t3%yQRZTr!=9uFWiSzl;9l6fcR2)YAmj+|D
zawDyzPL&v>urqW3Ue^DjVda77Y1TGvS#A<V8?*D852hVZ(?NCKj6_uczSLMrUNEEf
z{1Refe;iH4hGWE|vxU)h&le6@qKCRGM|gMlMb(JOP;>O5#;af#j*SeEz=9MG{~9tL
zgoDYqP0of%U(~PkEBFzPI&DL@Gl&yhk~;|2$1$o{Hm3X=y-a=s(bu9IT2+){Ts`Dg
z-C9HLmpm!eubev&nE1=^&tJ2VIFr<D7_jWEyk6tm^?m(>p>vo^C3Q3-AC2;CCSOTs
zmF`Z>VDL1xorCT*xsPm|&UUY6ygcGy5d}SR;H&_3x(8yHkqy4*xEb#l1lsH22EBJ!
z;>55)5<mGLbkQQN_dCd**3cjbuWPocjhA-rld;ND*#z{-%C$viT8Sk`IknT!<EE+$
z*3}`U#rTyHgF8ufm9dh#1t99FV1^JOciEFa$bt(4ULlAf#4tVff2(_~FX&44_0?a+
z6^#>eoJ)3;&$qJC0H@?bJ9A0girmVh#;~nAHK4f>(jX&&JPLURDwM(dZ|m1war+US
zKNA2dey_?baXJqe2#AB!AO`}cMG$##;!Spy4<Uu*ew(AE5)_kLV(g%ae^X~2MSJ;v
z@52MZ%xy~?U=gzNK&o7_q?a8SJE&6dhp#$wO4{Ho?>Zc$PY|e}_|N&mag&YFAuN}(
zWJHJY|3AfVhp<Qa|3UEsi>0ECY7u=eQ#Lrc_DW;hynnGSdhTcS<KQZNzD2~t_%4&B
ztS>`F=_^7K9iBv5R6<$CuPz-j!TWX|U_zmg2@gy^4-6xB)gax*uNbGu-U_4=nG<<E
z1IsM&%TX@TOJ_Z36Ub$1X3^$#B)+)1GC&ZI7|N##TlQmcjO#N~_Em|;>Wvm-b&_N6
zL3S%^hN!)J=Avf7-zYKPAbyXgGL@E=Ze?LUxQtrl509HvF4Uh0p`CjEwsAQtu!?z-
zjRrsIKVT6<>#Tf=J5BdO90ow;uW6YCvpW|XzI*a9Tk>!Tx~jKHofDI%KGbZD!>$At
zjXg7yY}v4ZZ=a6uV80JRcC{`<B{J!*pE6zq%$8iO+-fm@Pj(`)*l8TYYSQvZQc{GC
zp54%v-|H9|KD6KYL94b%MR7Jg_Gs04&=J7%BK%Z|#=?(NXDp~9<`2^S#rS75_n%Sw
zA3Qj62~<o9{{>?@>T0et)=Dqr#SZ@!EhI!S&fX8?mvk+59k;!;rb0Cij#Ih;ZJ&6I
z|JVY%8H_GVwqcCH1|6bBog)vMN6<mszi5Xs#R?<A54K32*Y<ghJRO}QdmY|siICAr
z)CO*9O8s3t)nKs@6d1?=AHkizS1&g4%K-N6Z^wml1};$ltFm#|YEQ?>$$7uH?DF;i
zx95|$pp!8jq2mTpqEitNdehhbdRr`!Lwks<=IUxV+fn|G!rGbWDH$1`J7*<{r2NK5
zJ@;NPI+@wWvquH4I{Xqb=ln;W+B%=N;4ElUcB;|w;p&sy8CDQirb-ld)gt>ZN52+O
zP^zLC7DZ9Q=vNv3N+?yf7F8A@cYPv;)Bot)?^#=LU;{TB5L~`JPS`$0rXzmng<&eF
z#e8A1(xEyy@2`rMtv-im)*~Oj53^|8OTaZ9Ki+k9c6VW3VtqF7fvZROg^6#u#6W>K
zGANL^WbUGykG0}yB#7|Hy8lM%14gog5B&tBQ;prtD9b`6=ulksQuC3Vyr`mPG)fQF
z#XiLEHQZ}*1)3*!#VeJ^mRb~G;i$(pkrXb?2W$)^v;*$yB@F{-gIaPCU}1at-v!Il
zudyo?(bLRs|5{iTlqQ?}J-gcJC5?Bi4I<31+}){ssxn_|8_X@s^=SwWuRRRpxeE_^
z(S=Dn9{JhR(>@$39LGs8<iuqs8%aQdU!|(s+TbZFO|Z`KzBjcpj&S1S0}p>0fx^k#
zvmSC%{pHBf`q`eO$=mN6B5%h_p(}K!SS^71%F9Bspxf>ndlZRW-0kyrMLgk<T&qjU
z8=LQ3t+3k7&d^BN@2{Q(8n@4yS^VrBorM=|aq{DDYc?{B7pU|)`bJ1sS>&G)KSx2;
zWj${;AoppgV_Tx@)qx2!-qoN>8bkPKY*ezn^I%51O9uCrU>KNSIK&QLj&S;lE$j|R
zjg4MwFd)_<kDO<>d9YbQK15XS6iQn=##Y9jX^Fmq&{mdWJrCsw*G{-gVXr_DNP=!3
zK;s^V+@klECoMTy<x7y>UqDD={d~OPb_e!EHF|X<u9S*}U#z=i&^pgX!~Q;y#R<RO
zYUNAL7*+h_Vs;)%;ndRkM@7uV#CEOZX)2WBk}G#JG;ge^S>g8Ww2R^*_H5<GJ%~37
ztSYPiD5+ToFgfv`(joY!e_m+CZk3A9)S8X`!OJ+u5U*olxb0;>yddR72}*!4*z#3$
zjP!$(8Iyi6BaJX+d>t74>s3bkfgm-3EylcsWY?ITF?r%dzSj;^WOwWkv?1O52g2fg
zRkK=+zObfd27>;7oecow!CcEDKTe5K>6xc?QS<i|znlAK^r75zyR?L-+m3WcHG2Z8
zZCdu9C39r))ACVVxAFBUpu9-lPxMJiqDAtt!WJ7{tOnd8^toNLUo=C=`wqQA7k7g9
z<fy0e3W9zz+4<|}haI1nA&3UK`Nljq9aA`6Xf5W};VkJ*$)QE+&-8W9G=dWn!zbjw
z)EYK;2qcrzdGnH-ODBvo3ln8O$QcyPt<tym7dINtkUh_eFGp~#v#LtzK-_|ou-nq1
zD4N{WJHOp6oDNo7=DOX~2Y37Rv#TzdvN<YyeSblxN1`q_^8L#9QMpJo>XVo?Pxii*
zV2254*vfQ*<4ln`b3K~uPrn~GX-!<bG=CCC;2-BVY~K<MB}FB?Tv2Oie|rhm(iNXI
zV`&)*fFQ0H^28$U{(b@dien`jy$F+0MMj2YpcK}@H2;V4x>|+Nv-n#gGtp(np8cTk
z4u%|Kg$<a|P0?)sKU_Em8e2#|E7>$X)DnHIaL4U&KHhz|-h$PSo9LqdkqUO_b($!~
z>+FN>hNEyXHY@;Fr^k7fG6j?99bJUT!?!iRi}q94oHc;7x0X*;L)i(t3yB7Wez4T6
z0198ir>KHA9D1<cGV8OAssHu11M$3KMRViuzW&>7VkKNBxIdV($rGf_HSm35n}Htl
zrDy@&VHl`aUcVm+QmRy%V=M-$MSerebsy#YC_HpD1TgcbTCMz6r_=L|auvF!H~+Gw
z3EIc4wPDV{fzGa0|5kXBf`ws#RbE?PQ|yAjqkHN@J$@~Ego5E`*zY+QPy?Q?fZrsi
zz}JUyQ36p8jhuEenP4V~;N?)sVTz#j0lX6Qt=+S=pAJ*RqUNhs4upPYVTRR2Ch_z*
zs=~fH(cxkRF4Gq$0w{Q%Ge+yOtX5fjSH`GgiV{2=vz2vTflScLtH(P9h)&uOf%u$*
zyy0h<CNco1pW&y7rTk34IR9YVS*V<?^9qjhPy_?dx4$<(p)EEy|3hhd=zOLviB5;N
z)<jEoE1mEeCa9^zC?I~p?d&|$Fko#kDF5eA;R{ZiYYO)W=QrK#&<=OFtj^Tb0HBu4
zc$0vHFei!#%6IcoYb_%9TlM$LNcmp$k8yfRvWQf^z#2UA_`RToxNNJy&9Yb<%(=XW
z5FFvQb#n~m+DWaML{gfhZB0_wNW}QS;;(|As%=q-G|<QAfPzHrj>p}xbP@b&jsFg`
zlL`ZZ$5XsgR277BRce-8(0u8s6Y4RVMxJt#lNWNg2PeQ*MO&5nI8~i%EI;$y?*;eH
zTdp0Qbf!Q$=<vV^d@u9HpB0|)=GQ7=%~H*4)Ddx!en~nK1((VO=wQ&sY4Os^9qwwU
zCH%bdWGnK4swvmk*+6GKzwkD;<rAm#=7|Fhd3(u&{T^I&+$*?)QHpTPB02uy)xpxC
zW)dOHLx)e9YXM?pB8#L#SYB3|c*r5LXw3YwMmb}^oSC0V3PmCL`=e(tu|Rm9v>nd+
zbNrX_&tHCO^YZed32yi4q7qaT(-xiUpIO=^7fD2egT_dy#E-K2BwoGWdrRweO#e9h
z9j~>Nlf7Yb+~V|AEFL2XKn*i?`PWHjQTglLfj&n9hd`2gkEXLtj3u|vTXt{NyNFV~
zj}{4m8%ZG_Dl~syeXg9uC?j|QpfW$v8#<rYb4m6&{=POVP4KoRVU{rxvBcTnkP{gl
z^lcEcJ#}*m3&qF?kZ?~}%9qni&nf(2?HhgEKZF|O!17*L?|8X0{C^uF^h1RIx#}>e
ztBxtYB|C>_ve#GTHCt}fJ-*Sc5t2fxYK{(k1!3ZH1YIm38j)#$E;bv0+>K)EK=WzM
zi6IQiDW-MoHN6k}NH4kkj?N`8HbbvX2;+0jJ{J~?yNhd?K0KY}V1)5Fw9dffZ<U18
zr{6i_lX1!8W#RCc9yS>236)LJZ^UEaZ;`hIHunZ0kVwc4o-p*wKE>~p=+cwqb<2Lr
zuUmu=T__Q3KiLn8bu|c=L+fc%mkgDh640AebeIja`k-a|P$aG5zWC;2&mM()>W0!N
z)VCjEEmP2+snh5RrSGJk3|&gm?i#Y=w)yDF%6c}ctF*=%5!Z=Dj+?4{uHYvS0jD?O
z_!NTh1%VHN*e5k<#@QR1rsCT7(Rnil6AO21UQpq4>(gGNh3t`(_4=b?JEyMPx6C}a
z>Cz-m9@U7^x_iA-aK#Ob4hmKh5&_Emr~VqY30&mL?aw^bmygb;#;xiC!hl6I*Hiy=
zWpS3YDAXK-yh-|q&{VfN2P#xTI(Eb`ukH=_iOmSjS$h9{m}?b=_haclc;2(isS7rK
zSpubnS4Ceyy;W-6a@(1cQQIH>5S~g}<_}YYbf0P<iP%|xr!IBz^|#F&36LuOq?GV<
ze#Ie8wLPB9AEoMz>g<&eg<xFMb7eDR3Gw`Q{e3JYL(?;ce)thv<;vs+hh<&goF1}9
zXCDP+j|1#B;I#6XW=IZL$_z%n#bA=eO>~v`!w{KjRY#zlnHo65pV<jzLw^yedv4q^
z{Z3h<uC{gcK}qONzKO2pa}p#DLE)Ep_n%3_%sj7+IGxbkV4-K(D?^-Z1U`l`&HL2z
zt=A~55!KMx>t&Ub8_e59kh9<&K0Hiyw_x4-^ID4^<OgN<O$!4GL*fwHFwGgo8<;U8
zDcVgDOYpycD-zW#QdMF*lqcD6Lg0Ie4Tr0CKmwa8fU?56o$bJ+Z`FPU$NJzBMPp<z
zuy4zZ3#Mo&Ip$^kq8fKuC=Dbikpy;1FUn^j;I&%!85t#e4ufpa6ER2hk&4zcXUZ9b
zANjH)dt+$}ijus9&%=3zx(6L<Ox2^16=^fU)5Yuv|4Ihny=nIEzekfiMo+))ixaYB
zaO;=DOcadOzrP`iq!fmYSG1#y#jEMh-ccHC9!viQ3)$U_-01AIZonE7hTNjb9!N$h
zz1NRm0DkN<VxPOT+l6AB3-196p)ADMqDO<NlqRTGQ@0yNX`vwJbrG@_gh9`=ONXG{
zqw^~wvBgW3C88rvNl<H22^bAbB?V=ZP*3mdTxl8yrw-U+7Zwin53739B#!n{fq?){
z)}Ih_VfO)Y48nF9;UL8xa>hnbz5lC6nU|Z2cwzXD5dYf78(&@rMx*N8SS2Jy%Pxvw
zMIZ^{_n&3EH&Hhs9dXnJ#_sQKfJ3wYgByUHgxA}oVyikKEqKB4-=^fUi;;gDjWzvC
z!<}MwfQ@XFVE?ifP#MM~<ikffaPU)oL;cr75K}SjAO2{QO$bGHppd2FJT7|z^si5t
z;y--COo#GAbWtC^<s8EM?3cIxD$m&kh6j{BswHv%9v{5F%9q<8l52W{Q3s)$^MAWx
z$az2;q^{>0Uz5Cu72kJG_ive%0z0Qk3@L$~)4&rP$pXjQ-Qi`i@8$|VburDxc5l)D
zy9+K00qCjWHQ<;daR<BvO7G<`|MEs3ifY}Su7#iNCqX0(KF=?4$V9HbC^UAT3f)nk
z#wcpv#*ucsk@LVc1V7=xL@6gOLeGGe#=Z{H@-oBh5j0=`-sN*GwB2|AvPUJhsQFcG
zBBYT>qujhlAt3`xI`n<5&cngMKz|L8LR5peOA*4?DO9AC(*3HdpVy=LeVab2j)Bmq
z1#t9%|Bx?~QX!^fiufa@%!%<w<l(B82|v~zT4>4jKj#F`4_6!<B5REMJ5g>{%u5fW
zH))NY`#>D<`Q$XS9>yN;uqLNNz+6hS>w8u81o3ObZhc|iKQv#lWGrPRPpl0^;8S42
zDe1qsetn_Dn8F+^FdqVheq_tLkvW@+$~e|!XwYGwWrQih*c%azxz>pX^ZqJq<^dIw
zXZxOL+Ojj&7(N?=w@B(^fcII>i0jC9G$&6|S$(VB#G^$_H~^rBBDh#ey1mI?d5T+)
zaz-N6CX2toc(`P6p%DGDsAT?n*R=W5q6}0WaZoLw#K=Y<Ze`~*F6g7sO*2YbZ|bf$
zc6)wrxRaL}79lN=nSf?z7EgcBHC9>s9QLi^%j9tUKlI=3ANnuAYg*@t?Y#iAo6LpR
zoY|9O%nn%5KyUpl)>@rnV`D26M6$*lmJ3Y&Fa&%5liQ5ZMw;H_!^3XDNlr;YcQ)Sk
zetUS+tV&TizNdS3R?}s?G{3r{`QqRoH@3RNM`0t)6nK$?=?g>!6^bN{tiLZ_U$)c=
z$j4kSSilUP5k`>gK64HO+cEoG9Dl7y1zYt*q&kK_>nwD{V$SH-5v`U6*mX#1LpoFZ
zS90&hQ-=?r`?$<FR2m526M}lmAozRnII8MR1YIJEyJV2+O`Qba!*pIF?$&wgpvA51
zd`b%Qxl!tOsvE{VEGun^J}BE8u^I1y9Y}GAh^=}%4Z!_d8~)+`=zo}^9rQK>Z}{|x
z?;fvpJTsx^e|T_z)RFiNF}Vk%=QvU6F1fAD1K5lg6MZirWY`VJ+^if8TN~+B8UaJb
z1P(+Q`0(C`+MlYI6P1t3?b9agDu4G^7rqcRso@oxU8ejK^Zcps_6=#e^VLKzwY4xz
z;|+B!S8f>kCAS~{SMMCcX|~5v7z=DZtw8xV1iMU(SBoZrIupn@gZ)3_E1-C>hz{|M
zix6+-1)D$rNEAzIx{K++JoF=)B_Mr~TffAe6qmhW#@@$DEs}ydyj_N?=iKeu{Nqy`
zvA5_Pq9vImjU6hn{hIdv*38UTnOF<W1_5u4UK~<X>V@vLLfnxU#Ly>%->UZ&YMW@8
z5}*xBlMM0$($-5#G0Yum+XvbpR8K7VNL1lsEr6D{S!0TO*)W@Y@=8OVHC=xFOpS^=
zuVaUQhenVyrahDYKtAzA9I#oX1PLeDR3^^OBt$(YCjR&}st>Wt)-K~lRP|X&bA@}I
zB8Q%=-o1Ciakd|Ed>J~~Zkx7nN89NkOuDv0Hj2raklI&B*3bTTKc~q~E5_~N;h8p0
z^%tttn41l~NFhCF`{x~hH;{9a)n#fk?u_ZP2#fJJwiC&Q2A20V*X$e|BxG3BkCUDY
z7*;44E&q&VBsQmCQ0i$xE=Ql+J(REsHUT{E%X$xuGa9CALP>(|l#6Sn4$<e89r#(P
zWhuY`5<l4L0ao&|RWb2$5|2`c$SVrmY~ld~{u@`Z2a^Tb6sPtIqxkd`M;-oJuGY+f
z-(u+bqtNsW3mKV*W>@!<bpf(@B35wy{_a=At8x*-pI>zzrQvn~;ytqW3lhQEftap7
zgV6$2<kiF>8jAuv-_tTzqRXZyqqh+{*-<que{7(cC69KwA|=qD5A;vgiQVhDAMDsS
zH!POWn+5WW4MwnPO;DeIMKw*;5o;ET#+(n=kJDLNZ(cD5ZE|&EcTs<sZb^^wLx`1j
zv5$Wz7Joz$dqT7WGJM0O;UxT0-2%TdzOBoeug#6XlRylw^xWD>vlk6TbxEdOnBeWZ
zPl!2Lkc_&#&3wN<PBl1(q~?7Hnd={LfXR6W<@CFHS_ZiP-CI2(j~Jc%1F8gK=_@LX
zF=T`4QQkH^=pIKEzF{r?gJYZYj@^gb&_@>1K6kXwJ;Y0e`LxXw3fh-zXS=(NhVo6`
z9-9#n^4Vf>S?Q2aR|Gk`*~E|a*uoLf3#<SH-{!T^{pzdgyQ=UJUbm{i{78AXvEQ01
zn+gjbTx{eMi`BA8Tyb)6Z}u9o)eYCUAVp|*AGC3BEQN&L=1joM<OEoZks@!&$OhY}
zC0Xu=hX<0Ji*7xW;_H*EZEP3eENf+>7a9!(3%Nsp|L_SeS6!Vi*IQy2wC=&waw@DZ
z`wvd-*ZD5i`F#FLk|dYxmjXCn^6mXM``&fSZv^1_+R{=pXJ&GYLu)J8!V9}Ln?49R
zQh)*@I{dBvd86>b-9XuqMN6WQt77{+9(3L9<3F3XD|<Jb5erz~L+cyfg(<M8osiIv
zz<9^*zb89krlFvTA)tx(K(xKf9)DJjwK;LkXc0p;s2%n&GX<vQSmT76L#2P`l(Ny&
z+kZS8RY(TKsNcsCSv=wO(2u^Nuh9OY_6z!CzMx5`#HNjuk9%lN-}$HYR0()_RK|J#
zPETogH&MA78&Gj}g2wpnrRG&3wS=JYwyL)-tsK+77Ex$qD`;={=x4Nz!f1x6wRg-V
zAjk9%_VpQk*ns<t8_8ThOLD!-UW*5iXUfk1B+ny&35zmm;}D)+v6@MXGbE3a;c;4R
z!+~uZS4W*<oj&aRQQ~qyvQYGoUmp8-A&y+oY$1AvT+YGqsGTu;x}Q*900yh74R|C9
zkMhx?Y08@&66Xq`Sdo_vM1F^;Ogd5+3F63*ZDrAWr{?qXa~Pjq{b-R^JLBC@A^GR%
zpSY|V{93zKaQqNXAx5$ax)>j0du&Uz>GT~4EA%s-aRt2hx7mGaq4HsfYK()>OCV+g
z$)~a4?!prW*EoGnh{ZVoyH&?L6MC6znUjG2WSqei2l?})A6<>!*An0(R>Pqqxa{4r
zkNhke$`M#mW^Z7*!n!*f_(4&K?pB=ClP#tNz`ejN01R<0g`F_v!h|&D2DU*?CK4a&
zxwK6%3u3RR)QSUZU^o`dGw|p*)KmBA<H;HxCAbk?c^m#G=YnmXGkqiv_3&ug639w+
zuV1sk$`fjiJ9PXQq^QpfCfT}yRI2odM{PYlGrAEtNr+x?S0Bz{jrTOOczw1qEgi6c
zu!Imd^#+DKS~xotc*^)Vwn<P00(%WxRUhRQ{TSc@dXCfyUGg?w<%l?W=&XUzT&Z#!
zDRqa3;Hw!z*%e^)Wz9w|CA<v4#nuHDz`Z9Kfdr`jq+E1w!L7V-<wT-tOp<jx+e&k0
zRK&vju58Q#w1FS6ct7mznu<JC!0@{RX^`+c>|U4;CS*Rx@ZiWMC-!_H$|S2BYKF2b
z7)-vtHv#ZJ^G=UhRc7UOClYG}ZHtHSaI{x11mxz1*c75zQ<f9I0ELqr)K!0XiR5%U
zC`JMeaX%CdpOu<PPOem&z|(^i%X<g>aX#(&GhnawsI1Vfwu`E{h2aS<AM?4O!Ek>J
zSFfwq(^L%9J<_k$OYpXJ4o2-d%Qa?t4|wWppN_tl{G%rJdImxKhNoqj`fOk2nC_+_
zFwY8JW}8k6bHH@K9wiCJJfo#b<wVZuJ}$lm6l92>n+h(o9F7%<O0dre(sFtk)yDvw
z-4*61Lez(6Pk;2JkMfV*U=iyABhfQ6LEsbw$57Cd=<vPLam)v2HERd>gF5C2;v>Lu
z;@hEMo9x!ce`G{8^uI9svT|{)?I3aX?*)#gwhaW!BiN)jEsDqQ_(d7bYs^Nat^V2L
z8)katjh5SVTUv4xagG<ExVO4_zZUw3jHcf4mo1mSW54l!FnVk#xkM(}nZkrs_s|u8
zmijQiVV|tS#TX|uO_4C5b1NakhGdEgA62KODvkl{W+IVIitB#8IvMz=_naex@1Z|s
z$O}GxPn?<ilYDdxA5n~&Sr!6o0&pIWVr(#QUWAeatMa6vyh-pOe^C0e842?_D;|;(
zIX5fjrnlyH)@~%MDm7VE>wQs;(+NMuiWY!hMO-PVIR;yLa;O{efq(33%h)s=eJYaC
zXZcJ16XSn|NE1{O+0;5gvzsIo6@M#G*+{r{n)?8UoN@sTs=QDjQi|fM=JxA1d-CUo
z+C9LHjZ=5Iqx%kW<#9D#aijQA-a#&9*~aqReB-M+mX4?AyJal#30Oa->2XuYl)>RN
zCDh~10jd=G{#R=elq=dAZx+HPF%<zTj8FcwHT!ttryl~{&?X{Uj1T<?zabRgw|AFU
zUQ(8{01j_ReAKd?|L|3J&l+`kQYp9q<(2x!EJr@0K#ynw?!UC61Ro+LE6E_B$LbY<
z+zlcl3f8!7CGaZ~esB)<*_bWAGllNB>Z8NiRcc%>r`bU#LV)L#U6XMb*YVd&4y^C~
zS9sQ`fVR!~<U4hI;{PDo&P%Y5h4Wjn?3uI+8A{ZNx)2akt<jBR_?y36EbZZC>0*ux
zv4bN2m2Jrc!5he2NBjkH6b167ntI#`NCi`jEoIzRlO;Qs$Pz$#Ck;^E2?i1=P8#Wz
zAy4}Z4#qJ)!5A~W!&oY5O}st_>E>8JOCGbWNtr<tv1f?U-NH-)5HljD?yj%_K2Uat
zT}hzMjv;f6p(>J;E4xK|rV&o7`Odd%ts}ls;8chQwH|HnMr+pJvn~4jcbZ!yGJLNF
zOUXJonSs*&&9uQz8tv@390t_;E#_3r7OSfPE3|ADh#fX;5ClM6C%7Ekj<jUylZh*-
ztxs-KE!}4~N|`w2i@|0-su5wn#>ZF1Rty|f?^tXqObCW$Ie$6>LZ~};a7RSD=?~w`
z27r3+`2+Kbb>#VtUx)HHbSiFV$LGpU6tBIgN4m345;S#ZYhR~z`E5ZFzSZ)Zq)Fa2
zb^GuWV9R0e*~5ZG9xh%YaB^e8K!r??v8dcF*Ziz|<Od1~_@&!DcYrvp-1Vo?l}t%8
zsmN7Nbsfz6Ww;UjSwm8qG1vERu4C|p<pzu1o*ru7MmOp7>k97O^RvGzyZbTX3-5Y+
ziO#gvZ^pac3GSJ;t84wJVRuQ=*x~Y%el3AhDBqJ?FrhCst-|p_iQ+(<4))kf11<<_
ze}QBwCy!<8q7o<TVM-04l_=<w&K0Og=$r_VvPBy7T%lqj_nF7Gv9jKSuOrfY@J(NV
z^zXLH@CadKCmsfd*>$Jr%Lx|jQf!tZE*-Kq#@xwTjPy6c@Ohv!XA9`eiTL>%YQu`L
z16hmap8AX=d6zCmjmjM(`qZieba}s^;)1wAPEF5v!^JXV-SMY@#$;`e@>9isJM2;f
zz&em2bwYlDQYjS4Z<oRih?fCV&etgNqINTI#vW`*s5VzT`o!w}G;yL!9Yf}0_l83V
zW8M4~rsqM*sFn%OSn1?He&vavn)aSmgCe0%x{Y2n_Dm=mHuz^vx57{;bLHKzk+?MT
z<qwBX2oLzN(5ZB?UmGk1va6EWCklN5K86@0Jo^U-xiXg>nX0fBn9+DqiEw`A_IrCz
zrGkpi8~;A$qBul<E4+E4&3{IEZS~BIpCi3VV@(L2Wd~bCj&JmO2`YinS2^&Mf;o7+
z40rEg5*7Xhg^!g(>x#DAp}J?90H2cT=Jmi<bxky#&hqICuf>JCtG&9PA}MU~mo4d~
zx3;&UzHgm23uhRQ?1;0b)0G<3blm@tOF{m8_Wk-rGEIDUOz_#p+hPN=ipN+w!y($P
z?G7x@U-eY25r-+mRV=kjF3E|#?`P8Pe7TmF$-Ip;i5&8~d?b0qJewfI@(*2qblN$L
zyDG7b=-1PvRGd73wl2_i%((}lCu@159M0W^fg7BUxF6RatkNYp3N(-kHMPNow^(ZI
ze_py)g3N-08TW^w*xA{MOty@hmJbaX{d1M`ubT^J1I7LOj<`Danf{b1{)mEm?R+h#
z6#&}<2fAiUoix&H?^c~Bqr0kz84d*@+%oTA*CJ*LR)cAqM&h8hE@eiKWQb+VhxV(w
zHc+l1Byo|E&Gy0Uh#CE9?Vs4S=oPA(@lUIAf$(W^=S(ltxWaM8q(N<1)zx}msY345
zOP@1eK|Ny+QaJ&sh@r0pi4BG+TC7i;t@r{P82X`M+}Sv=0W+`2hNs0uy3Lr#8SBRH
zub@gJv>jaeM98DqR3Og|XZdL=HW4AhDG9+Tl>e9UcFBBZQm-9rf87qez^n`2BMr{V
zq!8jwxJbiG^a4Si(^8<B%Yj)fet*AR5j*l58_!`+*`JZO=dxG6RvLd!2CD7TXqcl`
zeQOlji)RU;FpLR6tRAnnAngVgg|sYsWfc6%Kh4$rczC%4#)j&rIzufo$<ylK6})1O
zHrS%O@YN(QcH+5&VIOj=`DAawd&xFZE*Xfe;%h7a0~6zJIkh0AD)MPlQ%k4YK0CLz
zG*iFjJ9wH)*BwQ(Jyy1S5(p5kv_W2qWCRQ}x!eT<1V6uKn;*>s*51C#>8G+NwR_Ka
z(vAVEm6o~Fy9pAj0l+|kRAob%M$5#61ey%gmlUi#dB3<x%Q|AFxlDOh0A7u|nJ`Dj
ziZLK~itq>Tn5o9)tb2xyZ@O6T#fYM1kQ$WXwJ*vjU%P#Si&bJ;A2Ojep><W1X1S{f
zsax^|Gbw4njy2r;i!UILJeWxsg+C71|1yI3<Xy`Nel&)c6PBCIuZ2BfcPI~<v}KxN
z<J&s=+`+b(voPmc@h2BmH;pR)q3Qm=WK$_bM2=nlyJqSSE!Bb63b>=L5IWIp#J;}$
z&<@;Y6F&9=6`i%#R{v{Km4MY62-<FMB2X)S8@F3^Imai364%;E&LlZGro+t?K)EzN
zWU(TLE472DrVugfnk48EIHqi?`kFs|&9)}5m7lVZ_k}rNN6Yob)7$u@#fuzOoO6UT
zSKtsC!||ZCkpc#>?vn{Ow~yJ~&lC6XHs*#aSVtUf;s-TvHT_ctVSZ;fqz{^8$1L%x
z-M{e??0W*f<a@or$}PIgn;Gb`Ry$xDv1|d$F!h<mj~2+4z1EH`$Z#Zbu`qr<9Ou!k
zXA49y*curH2nr7~f5J9_4Dav4oa;CjZLIS!T-E>+^L?$!lm$<caO#@HuuNcnj|6pp
z$&V+KLG|u2O_geMH9C!zkb}kb<*{t^X&qg`^#Qny1!QeXYevdSE`U~Z@T$Xucmw3o
zEYUldz9Wr)8{FWH;GYzhO{P6D5xOJkYL}*G69<>zJ7o;To|!Bew{p0I2;mn7a;MG+
z4qsi<IGJuv6Idf1gHvW1&V?XpE(j=HnErhWP1%=twEjJm)2*+v<VgaF8rpY6sm2GW
zR4CtL$;RB_fxaU?B&MkX_fCimw|!c~uURXb^=o)%fz*?@tGKsL=zAdP-_p#rs!e;M
zZh@$&0RMk5uEBBVRtM*buEe#rLygz%qdxNMDl6Y#^~mH&DEHL<B2Fixq5eI8PC7x4
z@Sm*64)!qV<Mjg@_+tpRXdQrLRl>SVBW2pFvr<~nRGW#kOKW9;%`fNUdkf@X>?dFH
z+76B=hl@qy(lY}a(|{H55LhY3)Yp>Nuw!LrOc7gYq9D|_%mOA7N;_`gXs>S;JOsfR
zEOt^DrkPDugHN+YYSU=Pg@aKg07z37@n{VOCoxY~)VvRQ+lhBv0$(9|G+~+6x-2`t
z;nRNCM3^nqaOwW!vyU=3SpvkVCE*YHK9z>sk^)<&xp~PoMAJCWoII+=n<O0f#6kyx
z<S~!QQ|B#~WpU-V;dS%iHk=-&iW3*ra;u6Lj)G_hi~)0re`SvR;`7YMafs*f%@0}(
z-SP<Hf_Yw3<hP@9OEp3-M{dH!919J~`O7>%a7f-DIDot<#x0$b{@*5?$u@JfKoMGA
zci8jA^?*vQU%wk++-qU-k2Jjc9dhBMS9PN5&?6b|S<3vOo?->U%ctm_VL5F_3^6~g
zCCj)nQpEryzj`OMrTOELXPEX8-m#r{V8QGVo6NrWN381_lk{<ts67BmP!kv+ck1d7
zE*6j_VFUF-=^auE<b6*7b&%$yQrzW33_SZzAulPdRJ`8*1*!;DC>7NnjiuYNLwIUc
z<?oB1H3Gb<`X-s3Tl|Dcw*xxaGbOe@L+rA%IrYeK;Rn9L43qF7XN<9N0J%gvs^ax|
zQ-%b^-ZSw<*)U*!662hCui`=($5hf}=Cw297A_k4(*RJbLO*gQhw=NUsnB-|Zc=TA
zi4>`2`s-eu9ec%fh495Q3)+7qPj~(cYx*%VT9X;(GVhxP)ZUQ8{F~$$Lo144MmZSe
zn5&ZxE+NPNg7|A>mB(nlVB`Qz3;;v`Rq6BIkHvR;X;1dQ`B16?+R=w`Kwuz8^IIW#
z0$Qk_@8uWJ@Tr2^xE1%;aQRQeXUyM*&$;)8&;QqQoFcLyjlT__IoA-gtWzq0RC|n-
zt)T$weZq?ir`gAoVoDcngWlVF+)+JJ;-6-Rz|XK-H*!7gkN<@A$0rXUxQe_RZ6p3D
zCLh07{@iE+CAt5^TLDq9)aF9hnXf@8i+iPEvd7J0e<!o_sSR$eu31RlZBfF@^8Tfs
z`-i~Xa)kTlw1<Dr^m@Qw=!8+ksuHLdrhf{gx$z432z*=O!iP;rDOsl97W;#Z34h^U
zA4gKSXU@@mM)DMb?HbNdYKu+I6_u16W5r$%d=MAbk7F#?q#2fxnP^Oiy;+b4#ihmP
zKbILJrE_|qjdFOfrLq7X4&bSJUB^e{Nhy#;9H@F*IDutq<)+U>K397adpkSG9~b^F
z%!%E`$3SL{4e^H0Gt;l{ONdVSbGcjkRT!vUGwaFfk<GZGStJ-QqDjT^!szYL$F%!;
z&k2>!mU&}i5Dtkz08TN6w@EnOnM#zVcI2C<HE~SBZkep+N`+0r*Gqd7Ha;z&()MB_
zUV&@rfh5;lxt6^V{Y`kVD&i5V`dDjtMS_KNjj{;-O3uh8;=$hhJ2}wk$gvR5QSS7(
z9-3$wfzuo>ay0if^HAjs1(Ua*X|$O^okWCvWNxMV+;bQjZ>9)DzsrSPDsX}(n(y#h
z^%o$Dbhh;$I&gi->;#B37V;t9+66!7!>4-d9XSTrbmqFtGY@Y6#=+69xEfi8_XOEV
z-li7G7kmaB0o|%e7a3<wUVhSz%-HDUV@52s7yq)WIvvdmi-^=pW4QhAy*!>pf~Yt&
zk!?=D*OJw7TX2HuUQ^Y~%oDHNuRF5LzH0fkI#D7HZ7~YXdoOI=@qD#L8zS|dm7TWL
zEeYG{Xnkzk&2QhF+TBwq^_qI^!W)Ic2XeT%Kz6FkL55aFGT~v%7qH|f2~A^Zze05Z
zdDIAc<yyV=elGf^iO8a?o@X)<j|KfxM8aRoDTra^xl_l98Mv&O97oqTW<6%2p+GPW
zm{i-iN+mPnda+4_3p@efi!b{K<}uCj=;u2;b6#gnA%|iiz<Ip_(MA={gT_N+`L2VU
zoW%TSCeyh~sZHL_=mysz*H2+KrS5;T!0A~L)qtIO={%#C&VL(cee&tMI}u9(8n{^b
zCpLfh4-)Ud%=x<(5KEoD2Jn@L1u&<<%?*3_!=8*aI32y`XGj>!Z9{AzxXN7wu5puZ
z&YJZ<x>YT95rBEs!W(r&9Fo-l?UUXI_yw78Si~29<(2~PuEfe)X4`q%+SaKe6uIP;
z;7n7+=!^73bt~t9ww;ElXsG%JyFr2ngoazfEa65Vu*T$R5X)wILk^Ms9xT<Yf^it5
z##f?tZp<Z!GGwJ7o-Op(2D!WjLG2kzw6ky+0jX4^LTtQ=MzEkIAjzk#-{~1W*J*=E
z<8c6^IQfgf2&D9^r%}^iiT{njBp8A3xIZila?;6@%VXP*GWF@;9HH3pY+$mS2D1tY
zw!I_12^6u8Ph(2f&Ba9)5ivnqlYeO#E5l;TE8BQI)cFFA&uKB1fwa0N6%gRC4q5)0
z;q)CgjlgXtiWg!uLYKOnmdrrc-$@f`h&2tQX2v-7XQf&?Gl7=Q8xtv&N}(bu1EQzp
z{~ksqcL1WORs_H|#^*Pdul(sJb;f}@_0{XM#zN6$8i@sg5s#jUwfIo_V9{d9-_kc3
ztyc>ZR?BI1Fn$QIj|WxruHX!|tllRYaSLs<*+#-;S}@YTbeNfx{rK@NxCVxYDLB;L
zP>*VyGN+VdV@Lj36!#dAr{miyYxm<nf}TGp9cBIBo;`_Buo%MISgd$wImC0rU`UU0
zXqs3eTDjetzg-HB#K%%BQ!h<-O0{tWBJ+CsM3C)(*J$T&Wc|izejv+Jcf(xo(57lV
zDlouYj_|MJYUi6vKQ@I@^5E>}A)z`N&wWsR;~km<7KayQa<kFVadEM_BAI`YM<(~n
zTndu*F(9L?`Uk6t0y+CRlT867YgRRCh>!S|BQE%g3x#C~!LO#cTKTE+Xp$y8d!Hw7
zpWE8B5(tlKWLbVP%qUR*)Tt0s4g{|Se|b8kpEWpAPekIa-1zOuCjavT8?2eYIf8v=
zoFGzSm%+}_%R)d(x8}92d1JB^15j-`s#ZLb(+woNODL=GNgxc2X<0d$gf^#s95skX
zctq&gx!dEqDG*Z9D-YjN^+Xl(2C`BaZ~l&kXIa^P-UP=fNt4491Dc5XeOGNzeNFK+
zsF_cNPzGqN2A-qSk>$`ln-9WA?dA;>V!MEofk55$c1tz>r}C_gMwAofx{H5mO^fAo
znT4nSyCpQuxZ4o&2b6{x={K#lwmGYg5y4C#Vhaw4yZwhFETDOFq-3Olrk6l_zCs7U
zVyt(2194H4WIK8yja&#p2~5(YJf1tSwRU`tT-z}bW<O`YHYp>PorfVR*Kp*@4&^h*
z`b;kQzS79|?_0?&y7xiOx`8F~7K+JsHz2V#@?()6E_CT>1i9GZOPDEx_6GbvoV{~!
zUhV%b+Bj(%+qP}nPGh67t;V)(HFo2qv28Ur8nf9e?-##42Yb$(zn;m=nkUaJ-0O4Q
zmy|F<UFFVScck2fW{X^X0@NVPJTsi$Q^oHx?$a9$m%=rQ>!gUR)MAJShpccu;XQbO
zNvFd{`B?P~wg)SS^m>EtnQ%;CIxXg9To~5uH80zYYnIQge)(p~)CT!>#fE3BD&n|d
zOl;eZ@aliE&K<QyVjFv~T_@nHYflni24Q=a4b4wGfi_X~Ty%XSgNXJ&8L3BXj+Ncd
zL9a`^py9oM&mk%WsQ0ixF~Vo42+H^@%bz0y<Bc`gpbkU!>0Z|5vtd5yKh}Gz#mew7
zLTzd@hX1>^b5WKaK=nL^P;Y}fcRW6T)y*}4RsgOXwqyf{UBz<oM=K~gF9M^G$L05a
z+*@hz|9T;`b$1nKbF<mE#&!b72Lru#w4@dLc--gj31+}viqQ!jP!$=&bBrU>L_eJ-
zL<K@bUPkpfJfXXgMQvVx)+$`nKdKFtiAheeB}VidlAUezhX33PVCSTZ=;PuhzXsjt
z9Qnp}<<XmYeYU61zG}?m#iY~0pj5=;>uO|TEbAfm`QPGJF^uZg4Ug|sZjNkAu*UC#
z=O6X&rMX2p8O@vY4o%H@JA4L~9;`d4kxY{L9c=Vmh3B(by1H75A_|Cp*d?-SQ_09K
zZSWDfGGO97OKx1w1?^%Y3=s?(x*3mzTV;wj_RxszYWPLhUuiRej%xFK`aMW9NNozF
z0a0ph**$XuK|2|xiXne0Cp0*UxM)8wt0U3n{$o0k$9#HvLi<1ANJvXQZNYi27y0>N
z^cPzV7hqek>8X8p-GQI`oCs#!Lt>c`nG$574Yqmu$=7zy42FU^@3hAojs|`dCwAfj
zTBv^#g0aNEt=3S~Jxoy7S><~dQ&8Ix8tsr-_ggGOm=E;)9iu)>l9@0If~9o&Cz|P`
zHpB?BMiiiiTjWV>)G+aj4e|tZ)0Ed-Ohv<Nes@5iKmA-AD&57c4a@nlipTV&i1~(+
z1(6cSObZSp-~PXYT5rSIL+q=7C}AVR9311dW~M5P4BSWmk<UVP#*j{XHFy|aWD<~Y
zW|Q2yL(4ssx>SghKsf6%FEJpN+`l!8Zm%Jf=DOoEGLacN-yLgT@`Mabp%F>>zGe)*
zqp82iH5#=Dq0=c9_~G!RE@^r^3i$CmVz+c0`9H%z(Px?D4}NgZbgreo3`6HsIY<oc
zk<*0=>c|vxYW2$lQ;kT`x{`^ZvT{UMUC*94zy+kZhDG%_r_JmA7`|&ohMk?Yxi-UT
znT!8}9i$klQFyzjK85~!A|6U;1vLEa1S*?oSvTKf+N>wU_2f%|Mvqu5jqusSV?qw&
zsK8|j&(xhjRVXa6ZXPiK2hptd&oF=KK7SKEMEdb#nqV-Yk1STuEO4_n)dr!RyJ)1$
zW91vP-u15^X3ru#hQ`KpR(DQWONazP*!kovtkuqZ+jp6Dc}AMOiZz#6`6Y)f7#wk-
zijhCyuK5iH*kIt=sl---d@jAJrt2!p{;}sm4c)Ug<ok>o9c~ygzNhZ0{$EDX6M%q)
z+~&$YRRz&d5vpj-afm$2K7xOFGJy&AHDt+qW6m$1jOh%6exJ^+O)ZELFq41Z4v0`N
zXRV&#H+e6lUmD9sSeMU-x%Im->@5bCg|U<>lS>$r%ny_1Lg`_52sE_**XdrGS4@rO
zZ!A~7Nckr2>Aw5lcdf$|2i6_3#-fZh2OHv}!NK9@I%_{-sAQ;wv>EG+t!F=iiHfP9
zQtIX>HM1~FeRB7(w4JBHr|Wi+DXLZdT-80rv8?(eU=FJP<ZBUraCy`}E6-WasoHW3
zpU*3GjLgLlB=SBNjj%w>*V;Cu;gFa6yPYNDHg>}}EuK-}Q>NTo?mA@0f{BiP*;QO*
zJYyxo*!XGUKVQh^JuOMaZwqM7k|MX%X#xBiF)*iWfom=^tZL2qe-TU8#i^&x+6M)B
zo1X=zn2;^m|K=*Vs%ezT>}=L|Ds!_}te8D1BZ6r7S|4&-T4Xy92n~ZIOa}miC9Gzj
zBiCezyXqp|Ki`>d%!77G4ZCisXv@$4l#}-DHG1E2`YK~h6sW^nr^mjn1bDQ(8}*Kl
z)FJDCQipoy2e|(!_eKl&H)2I&mK^=4*2B$9{;1ab=i{SV&+(sXJ?f8YJ$3hyDRcjS
zkR<AVktCMO$R38ocM?SxXu(@G-F-DhCqUGQCP=F~^1q2S$9!MZOD<}Shx(VT{{P7*
z2{0V0|3Anlfo{D!4RRVJ%Gjr>2B#eC)|XQ2z>Uxg&Gl`i;<{Aua#`xcQmb3I`C+>t
zQS^<IK$#nyf9#fK?8V$f&X-+tBiQQEE2_M;t3YK%?rS1D0AYc+#UgqO)z9Us)L$`U
zD5F2`YLY8ZDHLNTuRDq_Ze1tooZkG-7nP8a0RtOqWu?@VP9*0*JxG}~HFM0OGgg_z
z{7!&}SH+sO`ww;hTVHIK03?gciJXnC2~*Ma|6sB7@WD9dhaBVAU$Lso<@ERH7I!d9
zl~8Pq(Jey}F1fQTqRGEVeX$)RNj<2ui(D!t#oV#$VojVD@oUOGN3lYd1ugn}pTK>o
zE3cjzz3;yO4_wC4cITIUohc(7Q)jx{M``x!Qkyx=4N@`OCxA0x?HJO}q>J7zj2wO_
z)(ymu#3_-2e|qbChJH8ut2DaCV27nyTERyXboVtY@<k3waVYz(?Lx-oh5K}o>R*|#
zJpW|EV$tcz=0X6QD6`7J-&BWEV)Hm<umN%o`2f4gdSvMrMQ?Cej;ojxIN<wI-F?k=
zao;&CmiLD-xmF(1@3}JDjyc4ScVq>m|4_%EnSar#GY){0_kRwPHLkz)b$8$E9Bbcv
zdU(<Mda(hE5Sx;0R9vpK%x>3llttLMP!BL79m_8Fa2EB{WUI#V9DsFnDPbYwv0<Za
zEs)z%b>}nC;lfnY{bq495AigIYRXWjx^OM3_Q7=nTFY#F_D;;Nf1*`}qHJb=EBMz1
z<!X%-jrv=hYrodRn2_9UuT(R1mnBk%EYMWj6(A3C3C3|fYbc(Eh`1I}WDmi*Flkn`
zb>fV~h@w}qY53i7J=So6vwmLMo&ebZc#A?>(}#HuQi7?j?6?$kf@`bY=k8a(`z~<$
z2of8=`|jNKmntdtaP#>zlLq|+xsDpl*l$tda;%%!(c*=FqIP^}a`GVm5E@*Gigv_O
z7Jx<&2kiJ45L4zcj@o}=WCRN%?0YY-&dJCzG~2@k|Kax*cyjXN<VWe2=V^J%=E+LI
z!v*^jJ?CVJfscpIdh0?OPQo!oF^z6^7`#Hq@(vucV857zxTvV)5OmCq3{$Yr??8Rm
z!G19??(Y&4RN#k@C^ZrTVlZ_I;1za{+aA-x5)fA{^0rELc_@WPUk;@|+5(wceD|1Z
zG&9IkvjO9b%sSl{w)pXuRVJ0e1)qvCtqaykD)lO<?<v&_hr(IdS<@EoH}Ujcr=c8$
zFd=WQN=O}81s50<EP-Xl=wFVyPe)Z0Q}ytMmgO&nlowB&Zq1N$ybSv&O^DD0l}Na4
zuKfaj30(4<txiu#){_@bNyM2%wPm^G5L&VGG0WMFOQ=D?)epf2mz&=|$VpaX6VM6R
z<Kfvzm6q&q5(hEirRe`Tx(n~ImVyYQ3nQq(2CbAS;o`9iUp3mMeaR>d`JV2+IYCHP
zssp}4h(a9gs9OqI=(<iG4=TpdTd=@1w^?qy>x!+SL}G;EHF%%9)ke;H|M&N~ZN37r
zV06g^QUvipd|*?m-gP%QQW!TALd3?FS9WDF-OQ#X*MW31e}O;ENx$>Ti!d*9rUwSD
zd16l&sdAws)^yp!;8;4gn2EEuqxbEEV*L?9)r(jmlUw3!t%12M(JmR;*WI-)nyxp~
zp{7QYU}q5Q`QqbYT`G%_t9pawEUo3|U9Qbr<+n%95O&J~p)ZMt)c;frR_g-EBxBg}
zVDe5GG%Ps{iOLwR;qBtb4pQZ?VpL?-7>GQcEb5847HfriLuwc-Y}BzM(M$+%oUBmK
z;G)7n6Vnf`$-h?8$q}^@CE}!Fg|bnwEN<YGiTk!JTJr!^oeuSG-QAyBG)sBFUIE+0
zfIv9NYL8&5+$i!6DTkhj0d=zDe(do5#=t&jEKfE8EUL`7;wcSD-yw5RhVfu5P`6jL
zxBYd|*~jlyuSgDIi^l7w;#5kiTE#OTGz`WbpUjF(ev35tkHG**Pa9Aj=N7Ah0Bi0s
zk5<7IcTdG)*5kfrdoR@1FY=Sy*UWh~YQ|@?Usgc8%6zgBUT9K;v8d!nA_hl|xv1_m
z8~Qy-l;`68Tn?-jJEj!4vS;nRG>OOZC;xfG4tS{d{yjn-rIv3=G(3x!t@1jhk4_$T
zKf>b1*4uw`;s|Q>!$yOW-!g>W27gK{G}CT-&PBfXv#tLwynE#q`3|Oz4}{7Ya_1?X
zXVAXt)qc|7MS`z|Bs5*-#|fc8KcF8(?mH73x->8=iX59US10N1<tgY*+17z58@t$O
z-`3N>q#s(LLso0O^)8$K-sa7;5<KwRcAHlDL>Q(|OTuv+ODi<yQS(G{oPcPg;8?qm
zP<ky_HUQcspM|8*5ydBSfdIRjyk7+AjL=H<F@)-*UTaa(IlNc3VoXO^_jU10_0j<e
z)uD-LV4L$dI(PVQsx4ClFFt)CY|X|(sy*$@`1r!Vo3(rl<(A%M`NC*3SX;M{+*nPH
z`{89tHI#U-s0n-8iY#C5@nT&yILEr0Ptr`^P8Lr29fmH>Wd@z&*s?K&E9o^(3BZLM
zmk$mA)u)NCIk1PIIM}yaJLN7BpL7Iq3Wg%5PWv2HRr&YGNk~t{^A?lU>eM)UKdx!X
zgdQITyw*VCg(08*y}5AC+vAG<+x2Sh!_$v*fv`zC#y_^$Z5=Cay$<x@v@r7!As1mL
zX<Dl0xKJu5fXx1?6bZJ>X_u@82GQCK=8&@++&tRxp+Nt@=1*TEGz~<bWjEJmcABBx
znLe9Qa~?XdOy}aT;kHI<v?NG^9%b=w@KXru?G^^QiQWPE3G?%&eIalhcAKoB%Wdg&
zXcn!vU%n`Oaye!)r-<y`_=N?~^y4C#^6O5I!++miVsm(pcl`oo#TFbfr9K@~wOK0I
zkb?qlP;on7h(q)`jcDrrp+i?4>^qly8JFu%Gt6Ltm`uCBrzwx4lGkUM2p(aM%EnsY
z+Td)SVzG_MXjU7&#dYr|t)G^rLTuN&E^F7MRiiSVnb@>_h(D>hbY@5%tB(;JT&}yB
zlx_&#qt@lTZdLeyI!&Nz9#aphskKk>@CiR#AOM_0tfOMlCx$lAJ|F=P=1H{?N$JP!
z9dIn$v!4Y+@&UPe2J7)5LEQD_`?-jD$?ORdI$a{(=XL~t9Y@Yjwm4u0K^X9hdKRAe
zX3%+o#sOPDFONnNDc<K>_zZA4y)cwWuovda+7CNoJoUQ>j!Ty)4mKfxM?ov<yZF-@
z2V9pX#i*s@mFIHjHti4j6yrBZT8iMu&MXvfIix-ZU#gC}_;_brQR%IH-Ew~aREsEK
z*26)l<(YCmWP^D6$BreX8W{!rmtT>EqqLZYp)<#GrF55!^$iwJtou)Y#*}E*!P=Is
z!CW*O=Lnc?`!{|m%9O(v6Z7X$VlPMyl{>FNRFc_aasPdh)Q}AOfsvAPc!q)gC%DOM
zxfdU~pt@s^9c~rUNx6)$tv+xFXlFNm5LFC2VwKzRv7@EvWfN=L>@R~wk6HvTDf_jq
zIB#bj?!ZiUAFwfMGfW9Iw{TYaDA-dFth9T$Q<cfYO($O%hvP~_J~56e;Yoh6wO`Y_
zBGYH2e%;g$#w>Y8?!FYDwvP*L7`Kwa2)WlM6HhJ*H4%seTmD(A#k8h-1uBQKDEl>m
zY%=Voees+Z3j6)2<PvF{)1x0xrKk(GC7?{^G$q*q!M8|bWAMjOV~E@&ui6WP9Z7Yf
zqZ)(Qs48a4?3_fb@^`n@*q-Uu7us~bx7J!TRVb$B(h$&1-_zkQ!@t@M98FJ%cqeH=
zw?l1u4r_#q*gls{EP0`D=z4rwSvm%j5RD%7JEgRBVS?4)#=(XN`N0tM7GhB+G=Ab}
zxeb*^gE_;PW@IT+Mc=Qg-9YDnyFlqC=lk`(*w!ms)J|2rBC-{Yn50o%)&{NA`@&@(
zNmAy}Lfb}XQk-{zFeK-vRT6%x@(J-W%n%AFVPbD3hy&Rs1FAxkw_a!)7&~&Y5bifq
z=C(v`683M_UiCytxNQ8ZztO};QC%@-OnJ<-l!o+h{~l+OYF6>@cH6yYPVGL*z>njD
zp3KT<FoL>h`lNiJGz>i~5KQw7llihw5l&1J!6}kuV(-1$j5p4o)Ml{W+pNxP8Hau3
z_T+M;6=<VI2nZoY341~?y_ZbWmP*klugk7A&6VbfB<Ec|D}?jDLus%0RrTFg1hk;>
zmZ#-Kup!Zg4#J9Kqn-JyA`xMolOyUjkAyX~@MfqCjFQ5NSM@`XV6IWL)R5h}YgRbO
ztJWQ@X&>p@XWjiqr72Rv(_GBl`9knTzl}?)&7#FjJC^2|OcfZzX5^rGVm!EmRp09%
zM$F#*e28e(3JIf)*2eXSAMYe&-gvPlljGYuP>C}Pj+5A9k#o~|99k&%fAi>$?h&6Q
zq$G*)OJQJ0sHf_=lG31x+nz9t<##I#NBw3ODPaAvmui!=Sf+YKws?4$|Md&VBAJjb
zBz~p&Hf?FdE|_DScIz)i$smQ<0knM)kl-Jtw``xzXcd3lb_O)HDDva~aRf*G^Qfv7
ze~UcywErzb0f_*^=E_Hjh>R4AZ$Q$;DQlvTveoziC3V?_bi+`TrHC4OQk;aUul2J^
zDn#O{C<QNz+fFt3v@|+tq$V@g2CM4GkI4!vNZ^M|tk+o1EL3%(-2tip{~<Slh+>}n
zs{J``#hX%l@Q46G7Zo4i7_oT&Yso$bdIVM2)DZ{zC@GJAKpx5HLWQvIo{sD9DE!@J
z#F6@4ji$M+sioiwXe;?wM(+UtmcM^|6D^72hN`}cRn2~jzONhC<bG&Xqe)ByYV<WM
zOBR+3)o-W|AnX90C!@aJNAr8+<9B_kyOR8`zmHm07k<@O>yg)Ni=1z}+C}g{0U(X>
z{7*`re`tF}(!-d3G&nZ9XM8j`!l&0q1CnIJlbzPvhO9$|sL8wy5%}tF$+wh0t^Y9+
zN{0h$cQI{gy-AJjc~#lNum2)$tn#rgpO-7Vja1P6uAfq_ldy#>*W+h|Ekrpq+7w#B
zoxBRE68&X*S_}1Zao7$Q{l%fC+T;vX9Y_X00HH!J*W<F67}r>>`s(@_s;RWN>z@ek
zoSXz8QYL*eDK*EonR8KZPSc|j-rw0&IKl(drF{5(ofhRXV3#(y?DZG!;jBSsI_QRR
zB~9ZB)->JJmt?>z$_y~Ls;s`yzkdb8a&d8?|6Xk>D<|iP&E7D-z^%953UrdW$j!k!
zV(<5{ps~>Nd$HYVd2xRCtb$D<XT)1HgTm!?C)ws|t$;axTRd%BXVyGjpsr$n`ZfEW
z=`!fNSs#`R^?vL^vROvz*N$LHP`UUmy5MP_CK@<P5i!{gf8D#Zl_u*gm4gtTlo9z3
zJk}G?GjnmFdwm;X6YE4R8e&%vP;TZgF7e{YC)DCR+`Lt;XO?_vCY3jw)_km^>5EjR
zO)5JfTOWf_{a;0g2yhgGwq8c4grIbVgf<7x8xXtiAp3ZyraYLvFhCpv#E~O*IAxI7
za3&R;)9;HbUEdYex=7^=vj#Hx1NLOD7=Clg*t4L`n^m6a=%Xra>-%y4;!m~1WcXX)
z+(!f-p`#=)%y7asoAQ0AQZ&SgteD<_fs@^C6Bh}o7uytdxh>DaQ=OjYkJBg46|xKI
zIdkg$nHh(=76c!So5Wqiy1E%4o<(yOyrggSEI9gP1qzm&P)_pHZ=TcnrA|1eprCMH
z+C)iDZ^5Rn`?$jt$!p|Z;9Xbs=PNHsi57b7j%gADfOW_fa{Zkat2BYzp+x>Eyt_-q
zYZm{Ph7rAWO6THVY?a@u)=Tlxc@}?X7kb0mc)gCo9|d|f8nN0-JJ-HNl{$NZkJQ`*
zn&%u)bI;$6zpjUd#y`qt`BwL?YO~9gMHI(9sqVHS9c$TWNv1Bnw_K(u&W^tJ-vwg-
z#uHlOgrJylJ*3En=)mVl_}oaPJ;dQz7)t||vHPk#legDl`*Km=(soL=g*w?-c4mKF
z=*WrrHw+l$P|ejqpC-Mtc!`MaPkOZ8Gkjh_>ib{D;}`IJp;WNdj$&Olu{#655!q-F
z_Ive$Aa^}_>35_;O^HeOeGGCyd8E^+1pQ4$v4!IbfP32ebx{<pgta=~2C8J^-9z!T
zDJ07($BL?`w5qU?wcGu|n7cncd#jEytub&#BOmX?W(pg)2yNQq{c5xq*KJHkNP)8y
zm-ec9%c1F)518e@d>u;ykwaWE_Ah<!65G4j;$LwHUuR425}DFBi~S~@0F*@Frh3?{
zO_9<jcCySHh-W!Y93Q%*DoKu>_xbRneG&Rqgn2#vlnvsn)%%O%zUFaC|DE8o1;4wL
zYzifQ<MnF|8<K%8^TZ0)VM-a@$K?y*a${n~5BC+4_Cg1(??rX*m_pX<EC2e+(Hrqi
zRM!zTe`so>6fKO8ZD@Ep)!RXBqRSRb>hP~_g@lO~ZrRLupr}e6096OBzJq{rA>?hk
zZO!bJQjnJvRUk9sNK1fDr{xY+DvV5NJ(vdGai0`~b2nHQVid<<E#aD6(rqu&ficqQ
zQP$XGH%@jFQrwQM>NAdTgtJhQ3pl6;wl&<pyf13U3KX>RYWFYyCSRbQk8t05iQQ6&
zynyq+KR=Rv&3Vz#<S50psTR)3o0N`?h*Cd{_|Ulj69Uv?tE-&A31W!JHDOUb?mj6m
zt-DNiQJ?huT~MIxHbH8Ci=PWGzH%a==0dIerVVk~0%5J={o-4T6$OS+?hxOSWrGpn
zU}VgeS4t)<pq+lNc)MKF(ed4?HPrv)fyaH4&|)>;j)#sPa$VY>RZD{S1u+D!l)!|#
zI>08tx8K|p!aq8$DM!cY_&hdLU`%?Q_ow09{@=87{PeBoU93=*2A4~<Z{d%MHuo3D
zTN7)6mKcZ$bAv=I0zP76&kZpG!m^LPLhOzg@@ITUJ<%qzi+?fKCBGFag1;NPfNP}6
zZk@->kt`Ncnro_|d_dXbn*&3eqsU+iu@|XHT^-x5f|0g;gML}(sfl*y-v|=z$8jdd
zUr^m<*eJi|Uixk?&o09G@mG!!|202ni#SY01^JSl<_?d)39`K7-g%=Fm>$e->=5Z0
z)pi6}Wk6(#RK8-5I4lMlbCD|jeGUq??`pE){N^3Qj?<<ZAuyzgkg>1W<*n1H71=q$
zNXmC@q#!)$78=i{==aj)(sdO3M>Wo8<$8CUmJE26D`FrZApCr+EvfsydxjqVL&uX}
z^_!q>SK8SxBm30ic_`9ZFF0bY_IGh}a}12sV3HG~BZ`JeZ!T6aS_%NWW`cmY{v@Wy
z1UadbIbU2`TU%MRMN2ChCT1Q%yy|<sqa59TFm=b1|EjFAyeD}C(TK=w{A|#qWlZj~
z+v>~=u_(QiPru@~VHjMe5EH}DYsau({~*Ncv@k!(_()=xwWO-a@ztJDb_G4xHzMSa
z(zxUP(%!)}YdK#%e%<TV;E$pv@jqbJHH!!ToN`o?oo!g55l5rjcd8u!W#jAXtmdLO
z^;rw$Q~xVF!31ykr+j(>?pikJ5s@3v``0?dPC8P86cLh!FLEV6Yo+fef97d-&3WD7
zHuuPtYmb?oCnpUCdV(JjBOUO7-@l5E|AF)L%qL3Tn=dg)Q1dIRxD^BDz%(s*sibcH
ze4<H)ovB~s$2H$I`4KYSA8@c!5<bLyxMAGSG$}%L5kzt+xw7Pc1#E~=Y;gT!e8M*f
zsZq8mgdk;>|Jj9Ow_V4?uRb&uF1+(woUksJ94j_Aa0e}uiRI$a{Bm)USRW_qIl|lc
zG%r#rkH_PB)>vcLll)>r{X?$T1ZsYt*ChxAJW~my0aly~!QgA1!=}V2_r>`s#uei}
zS3doGy80|n|8SP%+_8(em$-Z_wr$>YP)L{?M9PBaUP9-Pya)FeG`PR%`Prv;SFm@s
zns%Sm5oS>8v~F)^?}ijSjIVa)gJA;hz<}MhW%|BWVs9~}N#=5j_%^q}aJ{_Mv;FAP
zH3(8eDWv*8f4@7hv$GpRIfHNEH{0hr%l2Qirh(58d<oCD3`h%&s@7uI8Ie8N>(fx&
zS1YaVwJ{qe2<U_4s68cQe$i+2uz^K^8mfrVm*LYeaA0e0`^I7r<@3VBEE1nGvL}r_
z(npRMN9p&bE0Q&})*PIrkj8Fv!a!n(^73N-7G9HT4_uc#P3Zk0gKygV5@r);-&0{1
z#i49&&6)Ze7bd05U*I6-HMol1fFT@!5urdWX6`<oxGOtdZV9h|FPCMommo%_O&)!u
z>oW;}bjH5V0uMu`gBMLlAh`Y;uRv-#fJn<g$=OO<VnFOjf9Pd`a%=<#v?HNMX}zCz
zn-?U^&5ejNwB;(9Agx-LU2IxS{?^^21f_t>c4LsK_`)ot>l}|hce<4Sc{;h)K(w?^
zA>hIG8u}N>k;w716EQbb4wpo#FPT;}W3t{Ans}mJN}`W~WH{3)(yLR>(73H$stQIY
zsRmzvo5{|@n?uZJT-Bro*&k9_KTYa)4M!;HSaQxN0@M)6+hI3vukLgNu+fL#K!Q41
zm`Kn&R^KiuN6b>fRA`XQs-2Chu8j?_a`qe$cF)GeC+L4%*DU)@rm<VurL*QsqX+CC
z4+^xF>|1U>g<Oni5Li@h$3@7r{JAV(*a8wqgx)3DRh+USsd13^Yo?6CoRs^?>SVIG
zzZ3oJuEHVDXJz_Wm7WkCRNd{u=l2q7+F<GaY>T$+Rnn?`=ARVIB48{H5nrXT&gncg
z%>y#2092HwO~edpJut8CFnXx>72m(nIj4DHaNoLL1<vT`W8ZV6*#GuG*B<Es=dVKI
zHi$!d|I2>Uy??(PhpE(|rwI6|`t&{3r}Qt+CF~M`IJZcyn7xFMN)pnzyX*<)1;<w|
z`Rb^KOPIRsWbll_Ma8$E`*{P@HSLC$vTlAluCEyfXiv&QIW@bO+y3>F8<w?r#3%Ok
zOnYGlk$uk?QFNpeTl`P2iP$@~Y$!jk${Z!WyGT9jrW)$yqVLmISn95qtZC6C`f&73
zd^?awk6I0b6_*{KhHYMP&Ig5jTKR2b@;)9&g1+V|+8*v(oUE-IaeZ*TKh1(_c!rZ~
z9Ya130gE1F_!-J23uO!9FO0rfUQ3z|8bB6tN0S$sX5)us7DhWP?vhkq-$0P?5sJaU
zR3LOiV7eD4G!c#TmQ2m?ch?<JH*mF45)w_!QrX~>@dI$pR%x`?t<4^l%v5PMugu6s
zo8Hz_8ERSMpmWMq*6QXu47P3nOl}+^bw?tY7=X~yABgg6QUh&8R;Ey8Fcw2RdLhM5
zqB9JPw2CbwgqBGD=)`2)X924kCI8o1M1NjWVI=`6^E9Q79nQ?4;&BqLNmF>LxAkIG
zi{D6J4oAPaP!Ws5k~f9RyPI9~ZxE-bv?c^|A`GpkSYz)<6n|hnX|>aYuOC=%PcoUF
zVyM;m5si&wsI?6E3m{ej?AeO4s>Lq@MKm>mL@5KjfN95s^|$K*q(*b1_TT&%0H7J+
zkv^$#f|~vZXqpm}l2HZ$=ALQkIG_*lpO24}TA1lwP2jK?0FRjJT~}xtxLDbVbwd0H
z9{%HN?EUaH;({vrpgmlDc6S7hfDokR{hufr;AaIk=c4n+uCz$GJ5O*E{sVDi{sVDS
zgX-k~Y^%*Xkqr1eLS<J5fjDqRmp?ksnv*ve;^xyAL{MKFBj5ypV5<*fW3ec3B9v29
zH0!^%+^f%f{ZBDX6yS!;;ZxYV{(pjy0`wqWGnDe@D+DEq=9Z`&!o;&|DL?XJ5H{R?
zTPF+}5z9bac`d+#lsrQcc-3f_YxV-RMx(;QT*_!Nc7A%TYDxBoB-UVFAPaS%D63HP
z220axB6)n5ju4T6A~q4H8#NKYlGY%DshiRXnLR5e^f3)m8WET<Gtr4OQ6Z|LgZ%?o
zV$4}IfVojYY&Z0ix3@P?tVu`MV5OuY=ZeqMKDEweveE^0n6fUw$1`mc_A;wJ+mX>9
zNw*11T{Y+=Y!StHr(6J3F%5d}?ej-K62$i2n%aC1KL~d#bSoXoR9$Kl-kn?-we&{K
zDxy)un0j{tmjxz(z1YKcv{P11Ee8@ie7%7#-D8Kl@-$sMV*%O6<$Bpg_aKp|)wqRk
zNjb1k5v?b&@NB3qa>~PLQ=5Yum+0?O$qHA^N^IOK^?H4)+Uq~mQ*Q%48!<rmcU8Pj
zyUNXW25&7D|8eO`_oL99W<1z}7-|gyO+;@!I5a~&bc0+LE5(9-&mDu>PEjGmB0TDK
zSR^t$=*IGxoG+8F#FBDIS-?6WAd5Q2-tRKy-cYWXn#tsjPD&rKuP*v<IS!S`Wdc<+
zrjX_1Rj?T)=KJ+10#M%*b$6;+jSWwjTQqfFZersH&9}P+a(3lVDpaY#SrvSE8W(8{
zEx2awGZIJ-pd|7rp=;^6P8TbUvc;&@9W$arhw{16&%5E-97k-hQHR<5L){rJiLF@Q
z%sRB*ZjDNp{?2&qnp$vehaQetHj`<I0lku~Vx9i-$~YutUgy2-vnUL&FS!Kz(#jRT
z?st%eNN%0rfc@iiURtr=7S1N%Tm^-f`bQ7<IP5QWyBBvhA|`O;zwRqy5T42})^<0f
zih_YH{uE)YTl@L&<0EJy(Z|4$1>c(?I!^}AeV4D?^W2Y#AOZNe=6J|v@0m%5Kb<O=
zh6D)9;?=h1Q(asFU^qT#E%JEmfkmlk?3ncdYli<9t}<EJI;IVrGqylk%P&tPL95Pl
znp49J(`6(KE@Pz-MoO`vYHY>65ES4PLzzQE(%(AcN(Lpy5OhLw^k>V<DQ|=^=XHGt
z3YRF@q_{%9sAv%)e6<1AmUZN&Vh!_SLn8EFgEwM3`7!B=HRwd=<@uQOx;5lK(3qGU
zB1)CqF2x6Ba$PJ9t;CNPVq-<#kD^o3)9cKw-=C_iei>gPY+j&0lY*McZ-_u@y4K#;
zW8yQ03eJan<k8HZpkcX>^N3~zU0|*K+?CeftG@zx-UG!ZT)&%P@}WXQ*67P?cG-EB
z|8kbQwApL3thnZ5?$Vbh`<fq|W7v2&YsB!;<KE*@W_~{k2^sZKPdN^&%%dUB%1g7g
zR=<5U=!a49e6^{ru1?t=(KTaEC;d;>zlh%C5)KL7Psf|-bnll-oeBwR26#8zcbpXY
z^oYmYfjYg&msuKb1F?_|^3$0yRR?{%z5_N|HTo^Ygb1z>eZ9yDTN%}tv0FfUeduL!
z=hMPn5$O_Dr`ZLx;1@&bs<UOQgvGef3U*-E!n5BK^^}&6Hsbe0TpyuflPcaREZA7q
zTZ^HE1wfX(g?h_lHp$*=g&yy$23>ey;B~*qnDexKLiI6Yn+3w2IDW*rMEeHSO|AN_
zIth(Il7#ojAOLqHDFTK#p$s0(>F9dl!!lj}*?O((aS{Gmm8LsD&4y@?fF3^}2u11E
zgjtCIRH6x;jmpAEWaiTDd@*<&_HaXO#O*%f1_R@wwG1uY?R1&<I>#ylNw=-_Y@6D@
zSiRkyozKQcob6%-)TucLXh5bZ19^Kb=6bRjm8@=>$us@ssxM6XDryOR?;821Wqpil
zfeV5`TCGM6vvhx?zxPkZ-FC~hgRZoyaAqYyy&{plc2!qx$*ErnzNn{M#`<Mgdtu@3
zY&hPsz2MlkUj+=Pb=b<EZxVHr%smo?k8g(|aeJ39zR}&B21NOhqPbI>GCKAPOligu
zoq`X%?hQS0@a&tVnSyqf-p*I@1s5fM{cf?eHQ#0q13F4>kC?tKE)H?$f-LI!DC08+
z3#J{4(yk3i<3-OxyAVB#l4~EyqchWXz{WICDMn(K#*oPr_i^YIVbwN9Kqy{Pp3N&7
ze%Bx<!*GvrLSkZzGe7w>XYDCk4;h!^fLqB?`%Tr{&05E}8}ZSP%?cxPk|m3V&1I$5
zux}!hV}hvJ)=WlBi=Gdx4@FSdb9`mQ$o^{vk}Mdr2e<m|kBQNrP))KM&UHI>F>QH4
z6mIlCt2Kl6@qZFZFTfVkGp@egHRR*8T=JYXBYWmxF0hRz;{n2Qq)%?xn0vj#hVph#
zeXrRsF=vf9(9%<SiH#w=I!(Y9i=)_Mgi*FBsEk%U@ma)sJP8E>KQKDs!Jm{9ZFOkg
zJkS(4LQeR0a%hI6@WVrH{=U(Z=%nZKIJ5e_Uo9i5(I)FkdBzX!JF@+$bQ=!p2-i%*
z%f;f!4+UCLta1Jnr2T<(=Yr(OV>^tG1%bwA{>t<Mpaig-2jF_fAgoH>mLg(ehGT-c
zXrp4XSuJL#1bWDy9^UT_)j?yNlzy|Nm`7i?*kOA&Trf{$;&$NEqu4(xM8<Yt(Anno
zNq!!$TNavQ%%TB2iSUJUr3%`ch9>57*A}BUyQzihKcSrKRv=I6zm*Dn48xF$75jw9
zHohBT^8w->iypj;MUxSTUuiL6oD|*ykaWLr*O|RW(V65+;Q#(4@_AMwYpcojkW0fr
z^dtd^qup===3<Y;odbaZ!X@AA=|!VsaK?y#8D81<aj6^8n5P+r_A!A06RRWD(y6y?
zudGLCfLkUOF<G#^!Nj}&nLODfh>x7Z*DYvHC0RTXmAlgdZ<ISN2*pWyqS@Er1$)1G
z<Z`sjnXzD9QAOkU(R7HdvQ6G<d2d{$>HV60+!=V|K0klmMz;O=2JT3ljndl<fj<*e
z4Sf=DEd>h<96HQ@^7N+P@eiLVxv;cnP<}JUr9b_bOmkWT$h6HEnZkVlfdn`idXQJs
z-bv^~L;+-%0QJ;%D2350S-kUl<-(!5rCJ{SfqGa}o;FjHTGn;zQnCagU3RHWlLHsd
zAJsri&z)+e=lResu)i;mhNzsD%^MdA?4rA2?R%ds{avz1!)s&?8AjkqJR=X%x&t+A
zw}*%`<dDVmQ^Q!`S$j)u)(jQ%<{?zHt~?4B93)*sKL{z_VS8Jd*{i}IBt5EIj5P|8
zE-5gKsjgGS$`LS=lY$Og;Aj3f++i>FbplCk;U{D|h0E*>sc98|kH#DdY>`e2m3lXa
zn<2B@$Ym;y)U6Yd08BRDZHb<M9r4HEPV<c&ofW0zd)@g+wUgsK)`<&8c;m(^pmRu-
zWq)1tmSHOKYp)^YnY#-WAHj&a{f5e9BAvtZ3XoRXL2Z+YAEXtXTh6*vROO$UjKZZA
zlr-M2;uWw~!TUY`MGe&>XN1c$GlRLkOzFx|^JNKWgIlw`RkeLi>2w%&6i=o&#XteL
z^0J4`vF5AZf*3Ho`a_+fozl`svQm?I4<f5V$_OLsdY4ZAqBvGY`@F~Ocw3-0i|LE=
z$x2yTYP+)2RPEhT4SpWA*$0blW$#0!k*_MB3J?~bA}{qaUP<u=jS9sqL!8h`=>G>j
z%nI6YF|5=RCC<o+q^MlC<AOv0GyDR0+{xl*glE-%J0#SAAeQXu#cK<^vJXHYCY0A!
z-US>}Ff8a%1Z1K>{Rkf0<HQ&&;x)pY1P)Guvh9$K5#%BQWGY<A??2GAH&(Tk9-aPE
zk?90Li=K~fN<k{K{ZZ4_v~<13(A^H0y86_$n1?hY#Git(CIOlIRUk<ZQW+=sG#Sms
zHrmx5@IOC)*KjBOPfQ7rgSiNjB@j$vfc0;(iLU$Yx_!)nUckDT%qgq*Tatd-wvI>n
zSU^13C<1{VvqaA*FyvY6AF9vq0*D829R`1Q$r;;U8Rh&+e6rJGofdnp=o)i89Tbf8
z(?FmtX}Wkoj9-3=PKszX>cwsMS~{V@-6N-TjKoNlVM^ufd5^CRCq1QtO|3pyyCmV}
zX997LYHoq9if2k=5%XkfwXEa_;~E1%7XgTm<yUTMPL54Adu8VV^3~%GvB5R4;zhz1
zvUXCFLF~{)3#IK^gG(MW$b5GSR{7Xie7$wr2Kyua-JJp3b;D^fyD-w$bF%BF!|kju
zUbWX`2aQgS8}51Mw^|`j8`qxRKn~;_98s+fPQJo(<ZjVODcP<0l5D?+&Q|KGk^C)Z
zbf-G5hzfi^Jq{K`R8oD7XTOHYw6U?BNL>P((Hgi+J;j3t<XaHfmfLXmvM-1RB2fj#
z=AJ1+`NcHCKro~&#UHCS5{_pK^f8_x^$7irN}kt*U$r%+n|ND|=ok0e4k>0G=lsp$
zsSA~vwf8C2F}y8d-&=thw&W8Z%<9530h{kSs*#q_HHvPD4^_p6fNHTy;FNL7eWk>}
zOJBGxcDCywXC|Z~h80^DO;%eGrHXpB4q(ee40OlC+<8ZFf*b<3mF{TRb%;|L#?J)W
z3nN<_ky7h=<%M`ka<X`)2|L-n3=2K)d&?o?(HSP`PEYNNF^@G3R~vgKZSJ_!2T}>+
z9Bh)$I>{<CF_ZH;I(`gA2o?_iN*$<<W%qJO)f1|ml9rh-`Mr22tLv7sxwFkI_8pFC
zWX^oLK{k>>$k3x*yc4!Qe|VuJgy1j0Ol;YKC=?e1^bpKI*UY7ZKYO2#9?h^#L{O)Q
z`swTM^wQR6!wCgKfmQ?rl0WG`an(Vs7$Ud*kx2};flKdyB6dhX=({2CzNL36do=aB
z*RyHYsn_D;wxYdJb3Ffh#^Z8Ki!NN=FQ=l7r&_OShQ~G^H>SZ9sfm0NO<wm?a7|4O
zl8cb6VOY#0CZ_M;#mxQ$62BE_i@YY!D~%`CaXWjD=}sNi+pT6JmVBX>;xE~6&Fs5r
zZ;YN?ZbPQrQ1hbMSg$MHh))kw&+l0AAsvTHuUBK1?esP848(pKzR1$*co&QLhYSr8
ztYjXU(XcUNqRg^lsQ~L^^!Gme?T<Y&Nj|-sLRDbG(1aTlUHAyGEM5p|W=s>(ocr(f
zWcI?pKNC_A_pVZ_;hmq$zc_ln@IZ~KG26Ds8#zGl3Fy1H^$G?;Q3c|5Wz>51equ)Q
z?YvoMEJl}G<J}vp;*flUWxj;BWI}9!^zmuL^0E&7Oa{~kMqw%ebdizqVa<E_jo_+z
zUrbfual7oQv^cTN=np%u_X86dlEZVP1KRX_Fzk4!?ey<uy80B#*Ejt(?7wP!=P$a=
z?ry0v=@Y5{6b?hz5|K}=r00lDYVpIc5v3JBQ;IHny7WER-8w9=#0CV6#prhn>=!+r
zWhoBNUhrV6C+|g8Sl+vgNpe42YVi@z?fCkX-j4?&EbD@6cooO<>M(<U41+95MZ5js
zsfoGzF0XBY<>k58tBX>nudt57-IZ^_lDdslX-}&VVJs`|xm@)K>LOzfS#%?%E)KqE
zWiooUn?R&ImX{DFQ!o)XW0QW*qJ>bqIh1w7pXL{bzb)qsZ3$yCYc}##&)d`UU9+@6
zz@sMI36K+ZscCEb__wZp(5W|<Wfv^pz^^-AD~{mCIJ;%g?$6glvzO}2$ac&UFua#h
zY<W19vV@D=PjAZ@`BJS1K}0yOdz$Jy2fc8a^bZV_geo(@#wEYplqYH<tXqCHmRerc
zI?3ao2HK~^Kha@7mdxx<Hm(Fvq@JM(u1`P7_ew$h%ClEa^S{WReq4+8#4!t6GEya%
zP7l5hJ<omH_`<=Mm9*AwQq$C(oUU-%(96RsLbk<U6<?XD62tBTur#Mi<nVHm6)jRr
z#&=4gUcPU1hMZbzM*!JL3}-$R2^E(9b3=fQZ$D`lQ<g(eO!Dphe&jgJ#3setrRF(%
z32CvV-svqw1h*jRhlG%q(z}fz_B|mgB)b^TU6sw&*d~@6pM3J`6|OWpSGys?q5rRs
ztMAjo!v|YhXC^zj+ZPw%1^PDVq*5J^F_Gdmjr2wIYi3=6>Dv}4I2WpAIJ_j*U+)Ll
zp_FFZ#~Z`K(T02Mft#@%5`*K9={4u?{f4YE29v+MUxJLyeH#OgcZ(A1%;R!mzR+LZ
zrGRnZB^Y&6A*egO7ZwIBu8U|!SliQ|lP%F=S6`;!b?DHkj_}t}eyW+BZ*})_UGH2S
z;rRMxSx=zpecWIwK2K%@G>#po5)2&y19vh8Q>|MEC(XgDqVnR3;%VoZ%!Qn{rE+Zw
zKYlNK)%wV={X1zvHBO{F?H_)bHoAL;VbX>%5~ZCp6jrl@AwF?5;jHe^_^idJ0b_+P
z`?2##?mHu#+%6Mf(fO>q(?Jj28>m`WJM_}VDB33Dh>+0P9;BB-SI0K=^f46_iZbNe
zFdJEv6<+@F#TQqhT-31h5D?^Ix*IKc=XxPfNQ*^0Ul83LQsp_SZE)ZNrvL&>u*qIj
zR}&|6+*>#rS{DgEHWxc~(?da8_b4pn^E=be8Ptu&=f&o2yszI6{uE+DGcJ^_c4g-b
z4C}y487c%aik_6gCd=}<%$V&)BRr9)de={Hh<>)wz#0fvJAxK!@h*Kh;j;G6R6c~8
zT(wHe(nlizi3A4V@lSM+E+AjK<rYOwy=Mr<WTC&e@p|T%3LSjZXg#6j(|=>TTcSJ5
zmI09pi*&(X;ahg<Jx8gizR-8JoJd>YTZ1^y_Io?Jwt_;>)#F+9*jpO;lhEXD139Q8
zt*ax!ZfUo>=W~JyPb(HIN{({#i)R<`tHyq>iR83Fy%t7DbZBL(L)qzB<;$n%>et9G
zB!(~`WMp7G0hJJCZ}&#>LoP{}?uSlub5^CWGscK-Gg)^O9$A{KCQLzjcHgeK4VO4*
z`I}4L_rB~jZ?&a`3gHw1;v)3a^dc~<+FMJNq2eeUT}fY8n$i<dKkL!*P!3ksoYZDw
zY+wZ4;Xd7N3zZc6JeHxr=Nv)kvbx0ad-M$h6g8?XuM@LsdJ|!bRGm;Y-GQ!_GyV|`
zHHh19syuS93Y}_LRX^gK*%O^g`-v>T=1TwF6kjo~P-A~S-tu~0=3f8ZEj}hsIB3&T
zSLbJvYWOW^`WZk*jT?T=ZVSm7UWT`-A>~3yK?M20Amfa5=q~=cO38>mD@!l06U!8-
zeud4ZF)Uzn!adxa-Q4pKzOAmVuECv7SfXp<4`DE*zOD9iaI0J{@>8zkat{S#MK*=q
zW>ivw8kIWkS+q5Mn8KZKu-E%BC=z&WiRy78<9M*}h*K4{Zz={_Qqz_~x&{_V*T}12
zC%@E15UG?gdgGQ2w+*ey<U9R9CqL~3C}onR#UZN<TAkPZR*uVba6bO(+zZW4K>L$d
zm9hq37le)eI`p-FWg>iRlv+TzB?tU+V-E@3>2prNXur`9nt8ubf3Kf74whtwLez%6
zM|Qcm9Z0b*xJeAOnEL@N-VLu`9u*p=?2@(-smbOKJ8ag(jd_)5alI7Pu8&^(`K&l}
z1_o(*xeU4fER3|*`JvP0&c9b(fH*8uCmbF!0~8fqn*lhKS0l$c5mnG53-p-HX_%i`
zbE*%)=mleA@8>;?{IE_R=;dn&5@N{#u4Tl;M;|{=bP6}FqT++mTpgn2^t!`dS#&Rf
zU&d*b$PH1l2M#1KM)sCI1gqg+PT~o`-o?|%h{RZM*xJiRyN%wt8kT|O%w!vbOt|M4
z03ujKqeJE;IBIyM<IkQ`=`qnzvzlyRC&XXh9PtICpkTBUIVZo!!h)Rsemzmd5R8wD
zGXROBBk3};ZTn5FL1ARu=8NO^WGwo%utR9ARIn+5iB(|6qvNP)%`pkgRhH0n2gv2i
zMRyIy1Bpc<X=>}~1)C?s>!L@lkRi~}{rvelQAC{01D0$ztu2_dFo4?mDWVNzPj{U?
zeKSD2<|iAEe%DM12XS}KMWdmx-2s9<0y%t|Tu$O>&r2jfv^-UjeeaE^Z~Wun?{BkR
ze9`_2cBMip<!(&ZpK%KXk!acXI{j5bp*Nc=`MDwlF|`$eDju8IL2kn*S^EYe|A2rr
zSfi&ZzbqM+fI1y}q*H`Ig-`1VO<4AG*-YkfibyMAO*`UW7sm-o{$6_!oH)uZ!zXmE
zSe)3FhHn9+lAumjARJT8q?_(<N_h^>-6nV)5!@vQMoqEDwijAz%sBDxZ#(_;T-OHd
zMdMiUjVu8~4RYd@K#u^gh9mfRCon(sp|YdAB}u1sV*h-%5Y}2e7IGsXgbm8It@$3*
zk}e6&3-q6iU$J7;!cW$qx-daOM7v?HqS?0fUO3U)<X$vgLjiA;mHj_tB3Yp>by<8I
zIH5ttiSr(sSS#}`{f?Wz+-@8ja??l3C&u~`oi(rNZS}WrDOSS3GZB{Cj}Y=EHqGZA
z=YkpDBw-_%f3Q%&*f6>OWar`I%U)-6!K7f9B&qu0E<!_S8u$5@mH`2NYF5(5)wOL;
z#&mhI+rAJ(SCP~DhCfqBrs1j<0(=?q2DnY~n>`-2lJ*s5dzGnmZ%u6Gv4<&x*hN-N
zHM}%E@hQnb0ZrvLfEn1sEq!NK5KbakBobl1nRs#|nvUwo4m&h|Pn)T_?rTL>N`(XC
z=7c}$pY+&rF);+s3UOrzJx6Pmg(e=1<`DP`?uP@XhX=(HS!)9|M#CZJ3vq!4T>J{5
z?&wb_=;<L#7k+xnl6vFJKU}U)*!xuhrYOnYDNBwR!Th^t-};x4rja1A=snI%(I2n&
z)uQuc+R2sj?){T68$7j)pi}c=kHTG2_Em`Kk+H=Tq$NjiB<OTR>Sc;te8dXjt{HE%
z-duc*5vbb#h%4>H!m0iPTb;-X=*5RI&nTGNh8TbV9=LylR~l)2uK%b#X&7AU;1yq~
za6wK9|1HmSDJr{C;hYR+qKd_gaq`I1`Y9X20;IIP{)Pq$Bj7=tM<Tr3A$VH>>JO9<
z9shrfioxY$LTd`JxkG1bq`YlF2jo8}UgAF}UPgGOWREkIF6TgcmornO#CjL&1I4@3
zztJ8(0Se1+4{?DsS_2`u4BEUN7P$V(09|B4HC9f$Qt`nVcK#1%D1K6JK9xh^_$1@+
zsJ~9ia~M2><zeO;w}v>CTt$$Y*7;5KLD-gG%|cHLWDI7HqZ8pdNK?M=Qk?)i?ZkM?
zg~~LqGA|OSh6K`=q*Z9p0Nvj)xmTcgu_9^a*zl?qJxDAAJt+AHd-Ri0dTwZFglKaX
zGl*+a{Cm>hdT`FK;wJ$Fmi-ElkB^T<B_&#)Y?ca2GR}BiU2|KVhU<M0Ch1!JJYDnF
z5Fd)GiaglDF}gh($e+l=?Oz*zvFI5q<B8bs@8Wp7a;wu#=mpe1)FYT&u92sENyA9*
zX;QNQd&)}AXFBBO$Gy{}!IO^#@aISZl{fU`3e^|d#I9-FB0hy*xC_atOvcRtLI?1|
z6k!FnME{r>NpYcB+?-uXO#Sq)2OBMR_{OjCRU+E3TbGrN?j$Wbk!Qs64kluW>VDn}
zwk>hXviHxWL$$0Da6^KXMK)o7h%Baa(>EI}=Bl(?oYS!0xBjh^%zW=aq5zb9765RD
zzR&5oDhmtCOB5Z(c{|E5O88o~50DW*lZq1UEvN=QTd9sJXWB;G3FbViiT?}QCXHyW
z4qB>ehj4(dgvrnGwr+oTd5qld{Ts)VYIUbiPCI_FutnIgXbode#j2gI_^xxUtp>Uk
zQ|LWD2ndLqD+Qm6?d&3XdiJf-&?Sb-gna+ttssj4KZ?j}m*q?B1<l)MlFFF7fsQ8m
z_8JpAU$neJdM|U<l%_NS^xTwt*1gg;yZ4{L?lVqVu!R)Sb>x%D8EuN7#<p+6rg{ym
za`Ze@E{3T;X$ElTiwCsN16+bg`Le!gP4R?FI=O672RS%nABrY5XmvFna#Y}=&km>a
zfX0a<bv*5E!Y8Feam8Xc$2iB$m%%2kEeY4Vy~yb^dpwfAQ_NC~g5io+6OZhD<@NL-
z#`Lzl<MO<*7;jy$d#EoIBYHJsP(CZ(kYRMqD=T?B+>)Ya1IU=bP<=RHF-tu7xD}`}
z#YSFpm9QGKV6D2mI$IKx#$T$ApEn-^cT|)ExI6C=mMV(6r%CRk&IP(%<lN8Rde=6D
zb46v#fR=}xwYJPXfc$4o`0rV3Y9`>AWMIGhl~H}3`iL&hc`<vSubw?A3v;4Tku9k^
zf4u^Cy80Z3%>&ryEQt;|F~k)JjCKDl7HoI5v9_+n7a`hXEp27q<@)z|lT#>%EnJVg
zZ=E=)=6^|>KEo!!>%^*%ifKGos@eS!`Ln6fxD%jZg9iq-c)C%XcOGcM9S+qS76>j)
ztE8Z2DE(eadP8@!@CPYEb6(*_a9;^za>FbvQd>7A54ejl_60yD3r(udkWuJ+4xD(2
zNmSDA?{(amSlCR~Io|HU`5~=V*Sm?z!32Kb0uPbY*0~;V=8&Xe9(qV`Gh)Waz`}wW
z_VJ+)C+jYew~Io>>wbFh-D2D;elW*x8G>i#HUj6Zd8UE!UMqCi2LH(X2E==IK4ui&
z&Qv!hDcx_Nfkc9ZIxBU)3Wkso?SAx^bXJT^%ybj~!dy;hdGzgWmobqn_eG#lF%8<J
zKOB#r6!Sq`o{Z{YBYSlr*+3y3Wvauen+4uEdpsD?1(&!Jj3=kL^U$R%e_0BC{dSK>
zviasP#`a^myj=8*usr{5({~pU6Pij60y}W_8~XFtBKn`{<PSVMG5?FOcM8vJ-MV%w
z72CFL+cqky*ha;!*tTuks)}vfwz=P$bAIbvYwxxH|0v1H$hZcc@$}x>-TF<k+}Ty~
zgfj;2LxlC3<!)m|1c4pKC53^ZWMsRGS#x;)Zd&d6CY$+fLekjpL_~n2KxMT#d00aV
z0ja88=tkISj+C!wBBqU^HxJyZgN9FZQ5TAz<^N5K?XuV_hBh|aq2Vd>fUqR}fsK4M
zU{1aox-w|MSH8R9(=Zc$Ir%})y8O>YC@iAGX0vK>yCoAIqp10BveHIKn_1S29~%cK
zpRa9h#c>~RaP-+`_a^{!;`?Bq0YsaafuV4?La4*C7XL1hXz{W*s#&ph-#|orWG!>b
zlu=HmaU!ugru9kbcG!%~bOtu24c)CGS_1Nw_L;~fdjW{*wVEszzVE)o;z{@AgQekj
z{ohg<l)V73*2o?WDN})X$MrSm`ixJ^Ey9(B)P(tP*J!&p&tQ5`J(JKj?avQ`yQzra
z;GBE-!1X~K=fBh?_om+~fMIdENnif1HLhsToO(TP&F9t~0Gbs2X7n9$<Oz-`SP`Jv
z`<G*YJ3=m-&)O|GHdA)Am~t{&H%fCGZ>rw}yJR#k^CKje{6ea?IPB#qbIB->i027I
z9o&h@7a4l&fX|K|;7H(-%WNeMp~L7s#Cgrn4#EWnh`9W<Rf|@q$gv>YoC}E%?Nb!E
zFYG;SGv_5O&{;;rU>XcFB@>tGhZp!!;>zXF97txvf($s3GY-AUePzI#dQM|^MMkEB
zRP;L-lCFyH(=M}fsiltyfJ*GI>w|3o;H7lQOwD5vL7vtT<rsj;HXgy4Q$6nRMj|-6
zE!QU;mRLl_n3$I3Dhw?W#LqoOv1FrTTaJm0RR?&V*gxuavD(J|#Yp|8d8p_ttR$bz
zHviMMNd1WcTlz@%8a!B7+b&kW$dBIi>n)apy(ma1;uX>|AI%65uN>0=_m8j4U~0N2
zth90`VY0J|=d1ZKk9B$E=yFIgR^Jq|OW`qL^UU}(G5R?Y?JCwh=HRu$G{?uwvO)~9
zkhZ(`ZMiHz7N=uj&7(5y=9L38lJai;F!C!b;+w6$q6YUfcArz`PL0VKdmpkuO}UGf
zq*gzG9*R8aON(tNfz!6E38k%lP-ycb6u^Zvgr@Bn7iWEe3Y4av{Qd0<;4PAR=0s2G
zyh|zB?T4L+>AY0KF%T2Az!rH1S}jtX?w^TUTqp4-w@~pgZL;F{fxeFEwc++vQlp-B
z)u?X;FjGl40R_n6Pq~T^I4;6}DGlpu*qYxb7ebihc5Y+kzyjEM*Zo{-!V>@Yt@j_d
z9pHWP{uhI^NYNQ6eP*aihV7#zo&W2?#9!WtQol~|<RREX#Z)_~0)S%o`+59q#(ruu
zOIY$8JUb5zr_xGgDV&~#BHw0A!~kOJW4KTp5m?sCRou2zOyZXWmuEhnAb!w_6g(V~
zkye%H2J2ZFow*gDMC>V^f$9b*&yp$t??kt5@nz*)^4Wq)-{|h%KpG&;5lJaNc0c$(
zq#x~gg=BrBF-~xX2OqCH#1FPJTkKK?g+5}sEpA}e)i_yUz@`!cLZz9o=npj1mjO76
z+Zkjf^HAfJ8k#H_ofJTWA(8s~s1D=}jh<-%ZC1qBly^r*M=2bl%V?w0<?awF?DJ}W
zq#vaJop2WT*Mu_wACv(3bzb)VTk}IwXiP#5V8R)s0JR`s!r5Ox{!BO{{cFNm0w=)s
zkmNR8ZQ}bE4~6zG9_ru7B!T;H|CLNKmD8>O=J0_M?_v7qpJ{r(?z<%KYI!e7Ngr@X
zPg8U={BFHbN(LncPr&EvFpBz_2#~&KMkXsu1_9^xBZC?W=#(dUv_8=uPyzJYE;Hb-
z=APlq=0ZXf+x2=oQszpBhkIsZeUB4rz<j(M*iR%ey}tPeL&_>%x*zs%WM`sPd%cNs
z3;QAbv$U&saD$m^^gJ~P^w5L?8A+)=vX4MMF)l7H%Q~eYM9uB^fVu7gt+t{pjfS0?
zRI!w$n)gO2!Ie^UMtbEeA^>Ff&oq-*9EfhFe)T6`W}Ri`-!21yr0C>Ip6@-afRQV~
z!QkF6tyjLT#Id(JEN5+p72M+J>vtJm_Pa-g?_64s8E$GVJeM3R9@BdMcPnQ<{lRTX
zc-TW4T<zV(R!O}>(c)9ON@ck}FFYK+X%c7Ja@FoH;q-rt=C8(nfb@#mgO>iZUBG;A
zOjW2o&6j;{)SrbO@r>Ue_W!(VL$tj~Iv&~~wr$I>KpR!r1h~pDGgSq4J}7T?5AHY|
z$s_p~nIFag-Q2v`b(5CVcsu-8eTn+}pcLr}>x1=cSxdsM&9HivEZg?z%4uU(>VU>Y
zs7jA-__2qFJgL8^0h$rPgt`WAI4sWm9&MUlpC+PMF0C7S^CZ)+w~5+B14XA`U8SS&
z9ggI)bIW>zBv_O#eY*Jh^G*^nX_d>H@O04(<2qWPXpL>0Lq9*HQ3pX^He*2N_y{zY
z${xd=@{g<{V4?OuvJ)99i=Dy5R!Wa-sEacX+z+T_!+NJ37sh0^9VWIVO0&Vacn5H-
zf<+U0E0sw;j(LKao&Hv1FWf2=VqR*QbhM?`N*(h0CnON2s>-;|W)Z_65K8*$lUkyy
z!hW=NzLm3nZFkUPqk)n)>88);OCq0q3F+j1@eL*O`2##<uX>wtCazIzfAnk9+{k2n
z_~4t?TAw69x7WijkB_l?ygeV%a99z<+3nqD5u6;gO47Lndwx$Y$c3=n$@^+-R_ndy
zfP9hp)&U<+td7~9vjSv62TghX>$4<?b2PT()au{lQ8^wiP&j|FkAhDL^_6@_CpzV$
zsF{SL_s)wTETC0y8@U-gum5qDOO9l9=b@D|ZkN3X#YG~@9uK(8GF2DncyyK=tW?_R
z)qjapl;HR|I3=n*U0Xf00rVdmY7eT900PN)+@3C%2f7;k77K#ms$i~=f<ukNNwD9`
z%PX=3+8_W7^No|sQ11z|T|Ajx{HX$Rjm!A_s`|*d;Bw_la_FGR-E8rK2}h)bU{1_1
zKu7eu@RUix*!gi0HR=dg63WH=#LSfc2Jo(bMi3wm+**1+88_mpu>7TBS%~~g#S)FE
zSZ>*Bks+Bi;ZtXmcxuh-_A-!f;Ee_NR4=kLAG5nZ_(^<RVkGADC2Eh=u^A)5C$!C(
zPok;KAqC-lj!y)NvquPuo4Xxyv`BZGIG_}6Lh0)Da(ev}1mSdL)jRbBv=biO4_o!6
zXw#b9hLU#z*l#a#(15Q`?(e5f&T4VP`Z&DRz57BC3)lE)*qlFJvbo?p$P|)m3{TBo
z=;E7%UbR;rm^(d9OOWfzFSCyTRA7i({jAD#Ug0>O34dBqFEP{YENl!t1p}B!dZ*J)
zbAIuMA5G^1=mB}~#3^ONb>jm!i897}c?BC`(MywvH6!2|0-l25)t``myU$z+C^V~Q
zcQ${j7bkIR6A(ZD3Z<C*)&~%eCRQ##zh8oh^^raAl%;vCGsR83x2r}EHE<+wDl2?c
z&{lNP6t#io_$682<(*LMrUB~!F-sy+G%V|2FTRLEKOjSXtTe>@4=q)Qcl(cW2B9ZM
z@p6B`{dJO(;*YbUDr=3y;iIaB%g5~3t8Nvk!+-~demm#BnFHz#h?A<jicy1RbHboK
zT`CXo{9C~-1`E8-!?AWVFm6zo-yiwp=Ep4n85~=J{uM$=V+&sN0KLRTYxa2d)0%C=
znSbK5>0MOqhnso(c<DEOoU|3SG|&S+ig`fj1n=lL>?XhJf~$?=%k7veliS<7n1!JC
z*dK7NyI(gm{k*-4{=y&y&hZR74Yx>vbe$iFgmLhXG=_-wztULnHKFZdi3|4U-U|!w
zsp1sfT40!-itmIMj~_n&Xk7R#h4n+x2J9zuY(exDVUie=;!MELwrmuW91n7q4`)M&
za<~5w#xnH^<y$+U<14<WJ~!}Tcl>5nxjCQ3g3P4&qlxX5<U*R?KcKtbSMZ(KO;&f4
z!ibkc1@33FWZ=@{5t!^af6m<{C`TDmtdrh<u96oM$2DsFNV(*yCa$;~dRxGs<d9Ka
zy)}#hb+|>>1ZrRlut&5yh3iHt9*N+Ew^DoNO(e2~in&Y7JoR_c4p%ZVIs{v3E@vNu
zrD0q-Y?jM!#)_p@T|Pn3E1M)<_<clkd0@J>F>=8DJX{b>!y|W)l5-KWlwCBAz4%G1
zQBDfk7RpmTS!w;-xKi!VtX{35!d65(q*Gh(>2{qS=le?A_GGXI-CuQFbyV^*V~%sa
zOH6CWF!72dTM=_?8!L32SbFZ|6Q~=Qg-E*Z;&pnI>5mLqA<cpz&(`A6pl`G8wHw>E
zo6QsG@6&=)^mY(IQne(2+}as~;d(Y~LuyP*oq(BZ=zSE>Lp9&FoH9g2#E3S63UER6
zw59snqX${Ed-F@4s>PFD-HGGng(7i}x6IY@^%FvEZ~WEM;)iU^Gft!zdW|ngF~0r3
zL4)gw!E~=o^U6=*eB$U=UP_p^TaDM3aFD(59mY^(0<r#GVq;DtR?IU-{||{x^^e51
z%)N_ON_^E9Z}0d{2hS2@;X3tX%N~f<(Gou6iQ-O<%=8Q(yKF!vJrF$I)5F7ePau!D
zw@7N*epV@{KJHxWvux`}NmchkDWcDjP@bH0otr%}@r0x%BijD#32)b3Aj>$!63bh8
zXXoMuE(4HeBOpJ141b)${h~r0CW@zZCUIG$#{^|_;%0`PJ(t8YO8E_R$-2`v@Mk3f
zl86d3kgi{I&h}$6rFnfHOAIDkqLNkN{a~7J-kpZauU`Y2GWlt~D++@n;C+M>tVcL}
z>x2W=yL#5OId4Ox!>+LsgQITp%OHk7c7vy5cGEUw)>9G*NkvONFbctO)Wy9z>o-~p
zrPIb%MW@(t`Fdf^NOT~fb~QT~0bz)Yn=@uBl4NN(+iP@hWY8NT)d30@fngkusi8o)
z_j`r{dY-p&oiR9MEy?V6nTx!T=Xc1BQOonv#4pJ>rihCMBMuppNETc<bEI18KdGT6
zsv(>N%S*d$^e?rbB!sjoZig;<v!HFV)t#I^^OP+I#x9oW%r4(f#Q}q=YM$;^rYDHI
z<)VD3@`8PY7K`Tkos9Ay*yJ{fqqcjLR3wa;YQZ{~qZHB8pu6aHR78u>Ae_u;ksvYV
zA)ST^2cU3KDZc>smVxKfsn;0RkD_0b6E5Y3A~IYamB``IT&WcPo1o`a2wfl_(7NlB
z2J>k+saWl0X^zjBLr2l={0W{))p8edkbo20SohMGrRf*d^uKBz0y=0=PdNCTk~kVp
z`oBqeUQ>_&rW~O5Z9a;yHsO)FM0>oxfP$1~A!kae`QAtB4WXl;fbFTK1z1A5DdksP
z{LorBoL$`hJ&bmAU-&H@LD`G?ml{T<Y7YTB_pbgDs;%v2aT&-J!i+u0D#7l2O*CdJ
zPiC_<^l=)4^~#*C*sri5G@Zgm(oO*~?q>$Ha_n+BZDDyMVj4gn%c~LEu-C;-m<AJ@
z231ml08K6RESeguAa-r>m?91B7W#cv(8c@I>40_IKB-3|LNASnOQU%e?v?oH2OcAH
z6Eb-;C}%E$M;C+XPjmZyjdb5@XyDYy$nht8V8WAeaC%>-T8jTv3z`1UYGL|UnUZyE
z2OpSlD4EB<)WTR;6wbai!OqHG5Ar~#{){+tqFUpNrJzEnj%*0AZD#ek0o*h^5tV(V
zkMauBq$;_v8pUMJp^Gbqy@dqqyGJwCA)A?cx8@vu+qpt+_eW42Sh4(j<P$b>TB<d_
z{6_d7H`<4ZA$WXUaappkp+{>JJ}JR3wr%=K69Yg?13>e;y?!9PdNmYyww*wYPO^_q
zPO+ko*r|Ilw6I|9h8omDg_gyMACg~av~N?f=|Dp7xKGODdMbT3w?T8`-n?m<OxzM6
z!=m_s691|Wpy@-c$r13LcG{C+A4B$~rNW7=q8;jhj%!+ajYV-&{wbl_0tMyCCX>}3
zUy&T!Skv65e5s(N`Wv840sQ=!nfsAoAYjx5-Jl4HeN2T<L_aPJKnlDHwm3Be3P#^$
zRO5;0+@OOmOMzYQ->uj2iXfseE83nJuWSP}kaoE073;&x-l!k4m9Zj70NVq%MrbqU
zwSn$%%syOWRn<0c@R$5_HM~Lu^sqU*9ZzmU`JwtXD+)3H^%gE%QNes^55Ga%hthkm
z5~2KNjtSCuY8mO$XqJlMJSKXI9Jq6jK-^@PPSv<!VwYLtrzDZA+Y8VqMb@20AL53o
z6JB(NCN#hrAKdokXFvc5nDBN_5~40MyS5!_1u`SMc6Vg=8)II%Vp7hz5#v`?#E8X-
zUD4|Gq<kERU`h&!jxJ~cLLif<IYAW*CtrTBG2&wkc~aG6zM8h4VhYZHbM=h2eI|pP
z=XOs~7mWQsOxpR9RmRa!8vUl(EcWEHd)sUfWaly#%eBaiBwxqbk^feL5EMF2<?=-h
z+4<@$#?zfM7E7W#Ix+paY$*g9_RU65sW6D`cU62V7~fjZXz$(b^J#VRb(J&_C@2HE
zkoGstPmW}hfc;OuaCILH&#xfOM*B|edx5%)AtUhwYG7&MJ^BJF7){n>T#8orfLHsg
zNIIbteL-M+GeJBpY6=pSDla@+AI$B`+)=|<0`>>`B3qz!Us@Pm$eDY@12i3l9;0u%
z)V+&^Q+|qgV?ha=#H6T@3YLEYThw&rSfLdcSrMJzENPDr^i@UAN>*Sh22L(VjI3Zo
zwn!?VrlVx^+b`srq~r6QeY(x+@&w_d>fu6n-h-*KmVD1H$i>&UVU%3=r#asC)AI{c
zlBBW}739oDxp<HK5UX^;ZmC7J3ph~VxM9zs*w^(QIg^{@A2px-Z(BCbZl2-@Cw{k~
zOb|s5j}PQJfTP>)85<iVkM$GLv#;tQk+{XN(ZkEnh;Bi{P-lFQV8`m+_L8W~@voeD
zu|@K0Kg~op<WS^u#m7yd`CC}l&jRpKSmj`Q1Ams8vM~0BuS#I0Fmy6MO`yJe;Ry@e
zUAHOdsJgcaIykbI&HDhZ8IStpQ3D*D>t)JHJuY%vFkpTm>IYTwMOERa=I`V%R!Z|^
z{qsf@k^A;w+#>wB`N{oo&@UO|S7imzQ$rK>bZ9|hp@eUtlmlh=Zd}h{IVvdtWvZoi
zbY`gDID;C|X_+C%fA^={S;nKbIGR|GxtS^0A~kA`j<c=z8>G5>esB4%p5B~EPZ=<o
z&+M4mmQLx*?T9+K@89AinqpXuL?o|EP(gKwhAcTisv9V*Fyx#dL!{+*`!Dk34xVTH
z7gakWI=-n)0^>`7Hi@dG@$m%pKki*9L@J(y|C#jxP*c%~jbI*-G1qsKaePOD{vq#B
zNu&Q|15QkCQwOK`K#BV4gz%4VmrF_Ii4y1VS4x67%wQ{z0<9L=?^MNP8E-ofj<2Y}
zU)qfNc{{#lX#tu*KnT#$|2xO<*W7;2d2!&R;e$02o_0Ol5J2hl&HE>a#&()C*Gl<E
z#weP+L!o`fIH7XWHOwI(Wrio&JL&cfASyO^4E3T`8vLFFsFocpQGh0xo_1ZrzDm;B
zUri#Ne>I5!B;9ho=_GRNTcJQJy-i%^?XRN<9%k+#>yX2dh3Lv(Izk<A8SU7gGi6;+
z|0t4)O=MX8kuf2TvXJ47kc+b+Q?FqSNC_qXV1Pvhjg-B_(y@Vm^>V1+HT=TNRKk{y
zj>x5iTUe;vv>Y3FmbHA%q1<G&GLG4!kWftk9i24l*0jFzxN%?z2#~jIlJYRWAkET{
zC^m0&96&geS_MlFCR4Qv<{e5DbAOG|O$JHwAgU5ml6_Ug94P->NH)yX^|hp|Y$L&s
zb~M&`qr=+z*Rf3Dq;n5Do8kA_df@e-7J6&a@p8$IrQ=4QH|Gamj8a9KbM?vI&rlZG
z+TU3HXF*Qs)pxYcVv<2E(mU+7!{j)YO^uuQG_B?sa}-_=E#PA4rU~-lYwfo~yDT%{
zoylGV9-B=qz+OLZDKz{;;pYtK7kI91?k?`0;%Y%5wMrGyopD-3!29yMo6;`thiXbi
z+rqd_smrew?c&-bN~yUJmA&}0E>&OZTPj=KTu~7jwy#=V5=`VFxIf0zS<UyVxuIHj
z%o1LcVzY4x#Vh&5ZNpm4bpF8#Gyh<Pn}&a5g-pwO=d?E8%H`Z6PYQNjf%v}W$OqK2
zNw;2dzs<6n`{h!LVo2Vymeo(pB3z=Bs41vD(jtbJG0(9}>7op_?tL|cIs`BVL=#NQ
zMfKYic2UfIbtE?#e*=g!e*i>ie?$c@%KubZQ?4*To9N8avJyup4)|^RhUx6p((vX2
z&5kv_{B{Ck<?>TjE2`d~2WMDFAuLs>W|3!zl1bs!VQuX8y;Vf|)^{hAufqW03<GN7
z`5?-g-a6IeIv+6!;S^U$xNEFb`EGsE^`@o7#q5>-NH}kzIe$Zm@bdJuy%a$H(ujK0
zmOR-vCCcGljr5ekGRkP?Z5Aq#P_0H~wt(!KLjLgi0Dz!!jf4)M6!#s5t<x$drYt2b
zI@TcXExh<V=r?}l>qWzVzMwBsgXJY6iFspQeZdG9t94S!4<dGv6vgeReb~}I4n_ZX
zpNuBdE34_0@YG`Bs((N$FZ)JW`@-n!WxBO1)A;t7jor1eO4%QCi=T0$13(-JJfi&|
z=WN)KC2!{$o!?Ik(PnS(S=GDqFAXx)I5zs5Flnb;44mpA0UcfA0hEa;+n-)d+_~4L
z3qF5xEx(uUjD-Ne6t^fYMqDUz5}itKES8FgbbcGcCBO&$zvihXhOsoZ3GfT3A%N!P
z(*Y1T{72^;L$jFM68+ORCf1S7!TUG+9So9-t{M96Hp_H4!-2<llw{rUmHl%za3Gn7
zOfS4V&+f+j932K=-0ADr)L9>bW{W1LTrKT<z4!&p?{7H|vSh?_g@qd!KV}_>bnez!
zSS`$Av@6y5wf3rhd$)&(>#mbe<a0+l<hjelqqNoNB5QUUdsJB>`M-3&gSDa*+1`8!
zjxB!+S(1nY1g>g_Fn;?Slle(p&c8D3`~|z|Zca4+W?76Z=%+#3dL1G0A~KBP;XZ$y
zM5@)50TWpqnadHMv5-sO7Ye9kqNQ&VLPdFcaU0ZN(Y4xO=_xU%2pdtxV~YCjTbXcJ
zM$yG3yTT?u^lTXo610CX%#w#d29xR=YP?Q9L>ibt7>Kr;kw<=IukU$H2_H17+M#Yz
z;wX$veziXvcE9;Kfhdq=r-te`3>(;**HS79g3GPvFamP$B4nKZ8++;SJuS0Q4NIf)
z7lQ?@rc26A=hGMNj;|(hL>y)b;tQ2`ZPZKh0UDv_8U`LJ{GA*Y1zs6kZpMQzRyO<1
zMW-IS@L@-VAi4D|I;gI4CS-#e0fi}_GCQ7LtMYa9xJoQ#B|}F6M*W#n?T~H8#8D2z
zd(Q{4vQgrq;-H)R)_hsQ2{MZR!C{Kk9sj4w9j#yGw%&DE?UuWUj9ad#R4xsO`jsK~
zptoH24y7N^tsw1O(0A|2ED10|74w8CwT#-3b9V(QsQnNKE-Bc%RTo1<)74}A`Ad*q
zpmrVo+$$}~bHJWqUXgvxJB~FC58zd}n?iTN1<p>95i1Ed!Uey#x(35kfHGYqSx<kE
z%jA5mru;_51YLeTJ)K^gwkNTQch6PT76N&nv>k~RZ5JXT*Y4rYdUA$d?v3RP^BXy?
zR3#OoyKU^gXm|s6`;LL{d83s-28L_OsQ)Kk5OYF=DA5(8MWw-<sM|WEo6A!$`QT<f
zzUn7^=D7f&MCNJqLv)Cbd$t~{-mbAG6UAnyS)H@Yw$N~H@F9}jPF(KNI{;xilT*Bo
zw#DgN!*`G$O{rfD8*#J}4f3b9nRS0}Lj~fLP#kYk7xF9f`4c=V1HTzwI{R-3s>WAK
zQH#-$TDhO4e9`LBGui!R%(*$X-lCg1TuBnU0Qj`m3Q-RPo=F~&nF14J-Yfr|>4v-5
zKx*Auf_Q(pzA5`bYpSkS!msI0?>tdVb<z%?NGfo1ZL);+;4=Ky^b#tR&TeZ(m8@1g
z$9c7xbTaxS1Q%&wf9qa885X1v#VlGF;8Vz9_|5CNxsm_U-y6txP!J}u&40H-n5drQ
z2IiaRCjvoX(R$w2KMAq`))d2rX6ye8n;KIh5+rO@I;$zoE0Tx$_q7hzIw}zx!)=VV
zE1Y~C7cdnVl0cd|juQ)YZEFxbP(V5ndLB4dH_#0DR_R8)>grSni1NLBNWYMXVy*FZ
z)H=2#!W3Ht>}4vQf#l<%OpB?)RS5vz0mpUC+&fO;Q#~3vnT`m&LpO0P5czKuA(`T4
zteG0hCqm#fNibH2$+(L$sx-{3AktRSQCiVHuFn7)%q%BsK3&c@L%%`*WTaa*i`zW=
z{opxD@kaBy#8(=MpP`wvvgepi`d{(_l*8L1RtWcy5WsGd7>nWibyYEs9##*d-@EjG
zW3AR=<WFw^lyZcYN>yF;*?WHFVaIRrf9wfxJxOwBU-FC@K8;C}OaYn{AjcN4KIq7@
zLeZ!T*m`b0TIR(XGrh0@H^~aL7;bhk#1T*3pkD``KnFATL`7Pjp$j$i@XOwG9x*p<
zmH&&7RXtG;L{j$vG!-UeG^2(=BRa{Zfk_w-hxU%(L%&1!N^%ugB&5Hx_lXGf$>-3G
z5&X7C)2CeKr<|zCGsOC~n{Vh6r=U)<AwAwSMl)=W21FOjQ*JnX=KUlV>y7@`SAorH
z$?o<*)`6(?znK>lxk5Z-%%2y~^TFR9VP!}{X*&~fwfzTFGL_Ivu_LlHB?2-;XKK|o
zT}|@zpcKftVQrUe>VC%(zuLRHxoN{hvc^^*I1#E6^hzmkw3m#7G$XW#jHCgQZBr7w
z@Af3|Ke3NXa|tAZiI~P3H5=M6$X1z~7}5G=RL?#_-KI(ac=+p4yt6f5*|jshL8+b<
z5Exnu*OV#a$yZQr?@3-P%r09ZLKR5#9t@2~)49MeCEv+}3pfJj2*<V(sqDN8ssbyR
z0Mhi^si`o#&8EwebzzA$i<H9bJo(ovDt*;FZ`}ViRxIZ`k!tJ$R(C-625|RmB4^`J
z_0`^@aX6o^%vlV#uDsn{4^Kjg#j8a6!aB5-Y&1RhI?e2X5p&1_bj1ZVsDu!W>xA_m
zeIMd}10iU#{i=JY>zilHQPhL;>oSa@LgvnuY0@~9E((@dL^q4Lys4U-i5jhlP#B|3
z0jCE9(r7{o1#y6L!pAl`=U95CQVQnWdFoGmnL`?8?$BajyVot(ji!V8I~?f$mQ|}w
zc`!4by3(G*D4?zMi<e>PS%jqbOVlvpfc>#uDAFCZ6cV8+V9O1iz@y#Ya`dDfDc59I
zGSFhqZ^O~#Byrjk7mL_BefN4j9Omja6)IcujlY*ki-TK>W2*>SncqS*`O8oi=*~T_
z6IoNRSwgqh>{h<6i;yIl7P*d(kC^cmrMh2kJVb08gdtZ3b9NbvybVr)*Q`kY+%QEX
ztZ+ky@T0OuW8z}y$oi2J@5T0h>iX#vDDj-ef&t&c(9DkT_Gb9mOq`;%m^Or=6$>v>
zYQ;*8L=caEa=(PGh~^n+d*bRB8Y*GWAm*JfqaZFjtDd)4N*%IoOhTpTC&1zanxFm*
zlIDPPjjoC%(0oN-e<`25T2X$p+w*{PCv`1g_MmjSKFHJPOjQK0IJ@7#w((Ixh=(qf
zt8Q>B+;3MR>JL=|vAEVCOPXFOqeNaTFNkCIH7nb!vj5_Q1Kyy)@s)tWPbVYw;-Erh
zrBsLZ+amY=*gl|3_z+)?tGT}_&BW=evt8vSn_>4rUeb3E>|B>C;x%4Ib|L>>cP!0F
zys0Lfn9KDtCAc<(;p`Bhy4A{(CY!Vq2}pW+<X99R9=^8!@uc@<6|fd#mi`reOQ`+-
ziwd*w;tC(<1U)4%)D`Z0)<2T!DdJeRJ6yCLO!8_(wTnd#OHO2`^!2p_wG7Z&%(Ym`
zuvkP`uA!>+q0SNHfkbi>*|bm-K!p+b?f6mW(LfQyjKaXk022+_ZJwl+9%Gt-VK^Uq
zzxZC9lvSU2l((H!R(G8cdNoS5h1#r_-48cV`iu3%CdNbJ?jcoin2{ZKz{51oBALQ$
zm<iB=sRtgb$Qyp|VVEwY?gke}&5xytZNQRc3&e~Rd*_;>kIi2or(XNYn$fNB1LZXi
zy7ub!P3ky*-38JgxCA}x7lrs^Injhlv4cpIDz_Cd`1d1dU35OI)i}=iP?t4Ym5-;x
zF7>19s2SHqWq8brrqc%E_SL2s(e36H+qK%Nnh|T)L;c*5p|oG3BMA61BR$-DH39_i
z(a;1|cn*FT`{Z*y{q|Pb>xbvu3aLY1p>=XzjP&|@DJLtig%Oe@xV+WEk!X>003h*;
zn47oGOML-ocim)KSu~rNn83%+QzmVyU-`$Y64E_DtNBH}fLS23T=goaaz_jAl00&d
zhUmAOMYPEGzt}Jty(IUr+>Sa|dTLoWX$yjODt!;JHM!B$S+8zBm#`27!*x-SygLbF
z-1~`5I)Sp_hhF925lv~4(BA0-Zr_>v6l3sq4$KIPk{V6x*hn~rw)*i!cL2j}!V&10
z7e|YmJ<{%e&4m`5%wX}v6%QGKWuGvG=pS3BX=N#e!FC+P|K6gPpH8{c07A@T_cDaP
zqfd}1cgkAyQL1RaEBP6CySRR!h7b~;+cT?Ps*)tOZ(uwr-UhC#+hpla&82KL9u(|w
zy`O9?1L*PGo2k6a`qkw&>RA91o6Jb;q+|jMnBr@;;vJu0(t4|O(voK716V2b!wp_E
z73LN>AU(JFtQe+xyuZnKT|?5(<p^qraG)c1?uh4S>!Yxl6rkF(LFt*V)VpQq8lKd-
zTC^Yap%=;VutGIrsIx&_O=#-PGU#m6Kktb2;~5Rh5ap%^QL&jqJCvJi>&nhHr;L9M
z&xH-LUQ|~NPaUvgK{TzuN>~;~G|g8?()I9;EDgWkdpMBKR|xkt4iWg;MTn1U%@Irg
z8%Bp%k+t%)-26pVRT<U33S&<+gBs&-F{MofCeDD4=ud8w?CFa|T9@&R1Pubwjuns@
z8VRC((-#)#IED<-69XW310+OWCh?!0amIA57El#`4n-Tnp$2n9G=Ulcu$F`F5E2m(
zDY!x8oR)WtQ4=1f71@#sjG0pIXfY0jbEq*)R5LnV*SvRJxy^KGyYKji0cnhhisU>&
z%r#V17af0pOHycJ6#di4QJxXWkOeeywqgF9B97LF=)|ZRnCVp)B3}6l2|q05cOFr5
zqCde+opFT;%Gz;@EMC;*IwBd=U~Y(qPy>KLsma2@aNFE%qF?u$DvX^csQqtiC*SlI
z5y91(Wtm2FelYKahDDqa8Gpwiygc?FG;g&aKAy*n#_QY1bW;%Z$9u|zi&9Ohv!kCa
zL}W~YQZ&`N<3LTUf;XYmqd|_O0V^1B_B!569AYg@=He!1RJ6%kKPW6t_e?IU=qh3X
zV3uO1LVc|)sL7=YL#RR4>VV&4uw*TPCgx+?wu<wvg})@z>rM<0Gll`fuC?Du(*ZJo
zI}a`}Yj>vN!`Y%I#^Hb9ZZ~yA3a)$)POhzfkzF~k&0}YiQ2F(}aVNS+S10KZU9L#3
z{q6&NL8|dXK#L=*7QuYTeDXWwUMQF0ZVj1Cc$MLz7)Hd|uRZ$0!L`nPF}DPUv@Ok)
z={S=}&1!fg9-4tdE|1ZxqU;IIfg0J?jyIpfXB6VXS_&-+7N?dZ&729iyQ`MOC!|=K
zV8u-RP_cm#V-0mw9D})3`3i3Kf^qYR_*nLxkKy^Wfd#ueRLovo7bCuuJ7ZoR+=dgL
z%8PcJ?)j6Zq{b_%lIp6f`Ku8X!0Yf`J(a#Noy<!%-DMULj>(#za>t4=t0+z*%z^c<
zc;6<gWh6vIeW*Cx@NSvO5o2<1xG&`G{mS~k-u9$F-w!|SZ@m0$9^4q71!HiVX95sM
z4m2}6E52{)6)K(}%~if?DloEQFNSCCqpp5>H_c^>sF_w+th;W+PWAQmm9%>+b1lSo
zuwNfbBRd{}V!qg#U{OYtW;kKS{y0c%D5yr705+1$)X~=j*;8A*Qy)lPQ%N%Uef#5?
zsHDD^>r6O=P%hJiGXl-bsL7GkLmgm8>gY7w1YZ^?&cyPDL47pU>rf~}j|HFh&Unkp
zoo}VJB7W`>BP7@;Sq9_B9owz)c~gaMs9hT}3^_wCPPbIy^$HyMR&UAdM7U$6p-rZx
zPGHXQ!dKG7be0U}G;rPp%t<tn<ZDir*v|p5feS%Kl-}o8LU&8;{vFHPuS}SQ>Ea@>
zVP-GPT_C1)4K43k3gyyxVtTH(4&O-!wx;|Dnc8~F*11a0{4(z*KI3d{;{77|s<>Aw
zV$k_Yg*#%4t0M|#_Qo`Am!3i+gpJ}7?c{OzNw`-mitTgGl(3hl+CqyZ87E1?>;?@#
zum+^<(_DWc?RNtI5H%zsB;%n5^BNY=VcqzNWvfO>(c<z07&2C(O?KV4cV}P%^6sHC
zc7kHEt{NLr7=-u6kc_R2eg2*BLM3`4hDn;Fk$aK=ENrYM_x?i`87Z!4f}&!GxSBte
zD7yZRX=e^pFrADem;{>iwx0}PeVMiMljL+;7vcH5h@&1-x@0sOKgvm+v0>UVn!Mp>
zMBCm_)#Ql^{&hNhqYkg-+2&#hj;aaS@|QP$aoN_`B1gRPRGjxZ&N+$*iTTT9Okh6p
zlWHE%4QoZ8yeBo}>f0bJO{6zttlTa$qcmHC8sYU1I0a1bDoc0*j?3nGl}&l-=vi@@
zC}Z?*HX++Wt6dtWelowUs%>Ac*MU}@#`1Hv$_yvri?in`(vgGEx-R(!9pxd_Zx;j>
zBlg1a=TF}`XfL84PbTM8xgwSK?~FyOgV0S*g!-22UOe~SA9W9j%vT6r;T&x!cC0W{
zOq4VtZY}?eqyZE&F&Q#Jird>AIf*>Gq<_r%&8}1tS~2*{x719IQMwJ+GF#eQ7?d^~
z#313~Wi)}=qpmSm<n;4`QNV&EJT_tmuq<y^ws8jw)5rA8$bM5!pH9?`1c$u|-oK;P
zq<}b|JzVSQu!W#?c!4BS>PGolwYT><vQ}_V*l`G8J-0;9+!&IA^*FRBNNCpZ(=rP=
zI%;I|6{|Q;v}8QE={SRa^=WPR$y^#8Ag_Fig*zZpp3oexbVY`GIt^TlTGv9wr)7p)
zDkMkp<maqt*Iq80C-OH4W2$CB`4mn(taB*LM8Wi#$MU5h3ZuxN2cqWQhOhg^wrb4G
zYh(Fz^@-Ex`}u`agROv)F`u_29|Lh0>sKras1&1<n2uEW)5n@|+{80@zdMBkrm7U3
zYlhVXwUyMfKU%(QQm*dK))Udiz&{}?74!qf1fh8n$jGXnRHV4cV$t#5Uy0gOA!77O
zDi}MtYez_hcMEzmy)IUM(AUM)IL_NAZuljO5j#C}Ex#)wQZVHP_Jp-Z39gaD`ExLe
zyltVBLGdr$f}eW)U?K*tDcF$qQfVY4J6vY`DW*y06NC1Ozy1S0hl8P&GiT~(JpJ{f
z0CgNZSBc_OXV3Y0@1{wX9A~y~?xWn|#bWdu?q_;AG~%Jsf|<^lh9lPNg+3GMj+PY7
zI4M2lL^Y6;y^BjQ^*4P5oI{_?g0Vu=f(T%zXXh1FG{52?$vMp2F1(bR{9FTwffe54
zs?GEiiSaE?__l@THQgk5rX1}|!Yu3>B&+`Ioe;tb>dV(y;^=Fh4s1g8>f?68kR=DK
zDDSLEc%W)L$I4II3cBU!kXo-TnRMWdUaV?ux}#Gve*WEj<2C!BXYJwj!4`O7*x1iS
zs6LmjBzMC@vxM>Ceo%dBZyO0oh_C|8Kv@NJC9qJVRAR}-X%iY_L5%&?InqGiY6*Q&
zJwo4JU0}qwnVxVcC`U~5((o+jXU3Weyyy`TmV@3O?s6_t+7e^Ul|80N7kC2t69AkV
z>m*KiX<g$NtlggPz)!E#xC$VA#Kt+$45(2ftnbSD81oj|iN-;K#tZ@lXeUB-^A;ji
zKTy>=d4JBQVQPO|X98Odh?DzpY+VL}R{!eJp8`W5<ve-G)h^jXCCHe25kX4YDX|cS
zk%=-h*IQI6h5<gwn*d|RzjjFxGwgy2$Veq5Z0`W0SG>aAT=sg6&^#OQEH6vzs_2=&
z{AC6Bv?Uh_-6{`7+$>u2h@#um!6ul@YW{R+ETWT>liS|jE+SZFXl|sTP0kYB4$YzK
zL_gCfbfuDcV&bLLOsj$%P6i}stz`uVw6SFNmO!sufoeo`d%@Gn4{h)jrOwls+E&MN
zczSsW;}<KqL_v<SXWiU1VXt7!kzxz?cpx{<?MrqC;U3qibTJ)Nq|e?F(lR!~#vLk?
z!&Wv1kJ+_m4C;NY*MdX5F7EJp|4NKXzkNz!&bnKI4#|CZitT!is9FjlN~DUu?uQ8W
zSd9(HW=)w{RppjrkR%MChb)oS7mZP@zt%j-6O~Gib<Xj*4lpbB4H<-eE3;#P;HYom
zJ`>&4^jer1fjU+Aoe|RSuZW&?JGCFeQ*0B^hC-<!p`EfIrl$gZrB4MdIBQW{3qU{h
zaV@w94tgZ3{o#m9eM4e~n=EZ#XbQv0YIWGAj2lP!Y^#Y0w5v&-1aHk=FDFxU7cw*R
zdw0xU3w|C$5MJo=0*%w1;XP3Kj;T+I4cHv57)36^vM>)g_Yr<uy%^c*PHjW5Z^F>E
zP{uvjn<NS0V5S(k`o)w{{wL~-n4h2jmOJ9iq%lgZgU5;0BJsOkvj(@IcGAVQI0Wyt
z3ItzM+f*P1$d6jVqu|A-{#nrcZ{(L9N{8!QJkfL*kb}l4WF`29f?ad=BTM;@vkYj4
z6y#a8^o9q`77!;&J?%hxwO|h*M0?iM9HmmgO)%M~Qea;<^7RfoSt44sSC*&V(dRfO
zOY5h%AHN?0|A-@oPUHGPSn=40rdX_|hvV$9_iUZnK9$K4tzBmw4NA;(bsN8Fydhs#
zKcl>JVf)evNrarO-UZW_Uza0*RpSMd&H4i*kON&b!vcz0h{-*_ztlthdBiUB?t|PR
zRL!4`nAS;u1t<?ZtNhq67J&#Bf5`2NL@GUqD5RsDu(oSG{Mr+-@y#i@D&i{=T0}!j
zY8*`t9aPIP9jEA<X+*DCR@)xv<)-J}3UfiBXkkr8=!7rhN#D)ITvgya-5eQI(?)bl
z*;nu@t~qG*ePHgfQ%UU-+Ka_=v-s57WCgF$j%=aFLqc%2c5q=AgQQrAHCs|(it0$<
znjdBQH6bGK2Ns1BDXVAYUyMIkUu~C&GC2w?^r`$m|N25QdEO?%Gx)x{hFMCfCMo&S
zn;_KJhtwPErAZny{@GZkXc98@n9fJA+215*EoS*OIHtB5E-c(4UgHQIg%-PC&o7V3
zqvGB~OT*<2lA+{%Y(aLO5`gSJ;cY0QMIl$b_J<tgtqUx=({%gN=|UMoM}EqNYx)an
zLqUZUL-{nk_q&5!7C~omHj&b+5*_mg+hIhcEa?~I({->zjF~ZrPc<NC9+Ay<jD9bk
zj`>{u;i!j0h<B4-ML?K>^4sff(z|VZngMrh-aXG?73ID)km$P`oPTaM8lE!}aTp2;
z$Yq)wvjJWu4KWG^Fz>y!D_%#kBpnQ5BpJMO&s5Q>Z`>`2yM7$p3DeIDhLL2haiWVU
zUQ=${w6$uEIHx($?<xqQ`3xsz5zvLu&R<~hTng~q>crJvSZK-#Cei66-=+)2X-zB$
z9_Y@UX&EFjz9a0fPlkYoeo;Tkhk|1~`gR0nYR2Wbu3>=!Y%})lxM-CJ3PlIG+iV5}
zR2)yMhN4$Er--)Gx}Od6o1hnHV6}I0(O+AaHWIiWe*Q8-&%%AnOgyrMbr^>y652Ap
zdI(*f?(M~r^fH;Q76|ywZ_PnSq21IzF+k0k!0u;jXJ_asrfD2kEZ@@u!~`MMo2VsX
zgC+dF|42>G)EA=(j|c#pp7Tti5vrxXsbi{>Jr$f|Q2@a-Mxkn|J-dlnh%hpg4A6H2
zYFFjVK3M#C`bO@%C_+gJ?ZD{q&IEQUf)#Dh5YWN1b7%QLkvS5SSAK#JA52;N4B*LU
zBkHh#6JeU3u^S%B%Bp>l=8w_V)wTi41>G$biani!L?jeT^sS|gHk!OOdgjxgo`cvn
z5}3hsfNWdf_Ks63aSVnGjB+EtwQu)$P<15pJ#8A(WD3+?Gl%{v2ODgnGMs2wrMa*S
zpl%-mQ;<Ux$ry!H2d*WW0Q;FROZ)qowTNyZel?wc6!N=bMIgl9PW(-%BvfU6L!eTb
zB@<xQtQx44`URkhhTNvCKO&ki1}oGMB$_Y*{1yCHVVr=eo=1S_d-JC#-_QP*IFt*h
zqBU{=wf5gddA)=-6__0(IwH{RKQ*>x*Td*#X^6wKK6L`k4vk3uTh*WJG^4QKke?v}
z`-DH$>TZ~-12Qbrx)Q%IW*3Gy^b^qUX!UZ0&lMVcL3cnzWQhK!QE*_{{gxHRk&NFY
zG)y!h#4>W3wyot=I{GUcJQ<%a&j`^MN(^vbs2R4##%i;7fTjZt2o;%bEia%EFdx$P
zREgo#>rBEu=wdZoWxs9vXi1qH9u46^B3&;6LEesv6+593*C1j(gM_!~ouc3v7e*yN
zO^RrUf(^8A56k}y#2ud521E2iO2f+W&Y{(t`ygSa<>-)7N}B1Xh(=gxfQ+s(VxOI#
zfce!SBH(t)3QHwP?H1JSNC0jyoD^wTzD(?&0A-j8K*((|-Rr~oZ+U)nJ_MVbqQ@CU
zcKC^QAA{p_|6AaU0b2aI>x14__@`CrsNIfaxW(|vVfr%{=rB4URL*PhbkQvN`v8>7
zAdidnv-f4l4DW2+js~z=rF^<ez90QLb?O=F*@5_zJmWU9+6nq@L~p!NprUCbB_UUF
zYJ!Mgbx#M+65sZf;GI=d2AZQQ^|Rrey7A<1WjkC>URP|VuYjcCNw6)qqv_w*U&b}_
zKVTRrsFHEGKEm51R(+PuSF(hiqblc@lRC*{bo~QZ&lgaB_ViMGc%ORfu?B{>d7Wbv
zh>3=BpqGo58e|kXCCy<YWaP~B9U4_RyegG!VjH06&p2HI9xMV@s3?Xmss;2;sq-$l
z27bnkEY5w6LCG{{9owG35EU}t#y{7}-rl}kt(q-|4nmNFnzoapUe8r#>Y(7YJsXre
z_#(T}Q0g;<TCOD$)*fzycemnRq4O!j(|b0Enx1zNn#E(c@ebVM6RFSiSBvXrl(mx=
z6Lj;I5SkgadDqYp29UWuy0ypB6DnmB%&3F@uy{7z6&;iKE~1nU=)nG5gu;W=L_2eI
zCThOB*dFB_k~I8gAI@jksf?t5EPLFymJOzsV;}EL|AnWwByJ+twM8d_20gy0--sKX
z@9CYY*lf}b^Dn<2i^#P<j&!qiBvmOdW3!?8jVqwbFmTIF=uEz_1p1`WaQX2Y7!c!t
zu|M0*0FA)Nh8mogSr93pN{NEcg5kDFTe!f_DJ6fe>fU(}5~-sibd(x(R~=<p&k3nd
zrD6t+qJt!N!CObs?&WV=n%18%^HAj_=AFsPF-@g9)<sV1nw`|h&1A2A&^n$2m2&g&
zz*ayHI7*n;$xLBpSsT1Ko~K1bUjRK%>GF1TaerNM@!DFTBtL|i5erEC)?|ODHiZkG
z3jd={m^x@?m2>s&C_M^uJZ5r3bnDZTZEMJyY5Y!y)wAO~Y{IrXv}b!X>T7vl`fB$v
ztM|bWy~Ik=E}bX|F;+58laYcnlG15>qPR^Q0+16VZ_~l9&j&DkI;^H6e;|S@hEkEn
zyztPgzsaf$cIWb^+gN{N2?v*2Sm)7CH{?nYjUi_uG;sNk>yfcfMf&`faLe`&6YkGJ
zu#g+)!R5tWhOQx;AV+67q6p~QH9_6?5Dot-o(!u+gUFrV$(R#q$hK}%ocG<`nO|>F
z5=6U_LuDGORJ*O9;T$nXlf`CSON5n_jwW$EWV6?x3E@5_3l`U2o3;*j@4+&*rjdWu
z8SsM%zEcg2v4{l4f3nt2(kl-L6M%IU6JDf2dXL(FC<Y0WG<clDKS<exuMA9tO=GbL
zi>G{JjK`j@@4kZ(KHNtZx0%h-LcO*8-4@iB6~8Q>afF`k?zZlt%GL!Y8hKy)z6igH
zobC2mY!h8`h#13Z_^GXrQ&i1RW1^i7S|joHZL(u}J|k?1ASV?KP^lT^hqc%3Ke8S&
zq4s8;I87;_%QaPe%U>qXnrfgV#GYoq@!T*<N4IC2h0s71$<&}QXX@Yd@Goer?1j-@
z%3|cAU$={hnuGLpKFUlnkKNWnEeTgDUF&dTHl%M6gHTS=#z|$Qup1oP^120fnYd|s
zHJ*l71zH_GPt>mOSa@@E91uW5M%TLeoqEZtZub<VRZ8;Kx_ssVX+9j=rAHPeI9bnx
z7geU~@vF!|(wx%t{B_&BB8)hxoJ_e&l$57^-<PlV-Z_qC3J93`DU^p33ppc+U?bzl
z>XFIi=NV3F%+1x#rfb`~J5oMWn1=^q-73FU)?3PtewA+{*_-Uou0)~u&JXfD{VkKE
zpgjZLcZirdk8cm&*|1!O9!rdtN^>nJb1STisa~H;zEtskGad7MBpRZl^%s4z8ovya
zOJzy5ah1L?omOMT`GQfAgL-NQceq#Zgt9++F9tK<eDl1@X}c7%2SY><fFN5r&d4B`
z0=ttu=Bsq8*KGpF)Bb{kS8Q(<27b`=vB?kDGcSmW|K+G{a`lygOD;C4&dYtXwH=r+
zatfP|R?qySURXqG#oxg)w+R0Ws){e8k<lnO>sKJ?4*bLvB2jThXElZ`-mV`@uH?7`
z6+PAOpdO^_hU?23jGCiDO?rNkvim8%d3oqK3sVsQbs_R};eDf?j(9aNe6O?ayZ(va
zN->PjMis!G+HAvg@KaEzs9Mk!wu2RlpuZR9!}a?o_wV0ds($5(WWW+IIgP%^i{t=<
zWFqaTK82709uk0Q8`?iVGy^N_xzyiBNvbAuPgwZGpn*4^h~c!CC(U?p#Q~7AOEI6x
z?E?6ovQm?`r@VO`+N;tg!`1vqU2-|Us)BxL$ev$?@~M1vR_D%J)$P82pFe@_<Q3<!
zCc71pgIfR!4<_bZ(C@ftSV_K{hZW<Srqfk26{;>=AGkR1u#$_4oqKpwHs8`jfE;-g
zKyTOZaFFahT7tKrJ;bQ?+4S;P4E!?q!4NmgR2<wcg%$0Q;)>0QH$N7Uki(c@a`svI
z{D@s;VjLi}a!ld9(ML`U6F*N`+~IM&r<=}JS^plX$)xWDq@An9!u$3`r6oO0FQ`pm
zul_ap(Pn+mtQ!Q=mz9wR@+(qk<Ga{TgJv_9LNSf9K{N6elOV6n#571&H@D6AyS#<8
zkwVG$sCL5h8%kWpl74a>)L(H_@v%a6e-;Qo8H=x=sVJfGz>-I1yDiLDf;7}dk!^a_
zdl$v+%Nl|Zc1#S`4Z--}4}H2gV?ueZd(bBayj|>?{rZ*g5rU;M4=SD=X87MbAkh7J
ziytp|tu~@ebNb$T?^t70fo;dXm_hm6yhxL5C~6ME&{_lnKDd^(lsnyc{F1Pu-I3;$
zviXl8@JRM-{wDf%W_$S#s|t0pC8OfbR<IEAk<F%wb4@P!V#1k$510#C<p3UK`)?kl
z%t@w?IGM3i2#&7H!({yaw{+)1WcFsU@RhG9yL?55z0q>({jS!)ohKTp9mT$@1BkqK
zP0NCQ+VAV#V0%}0cd&qdBw~SG`-rwFnyu5i2Oj>G*@omS#FM;6%ia>Wleko@qI{y%
zR6PRqGrc*`s1PgXR75wFPOq!kRfbEm61d{EDGgz5BSN?s&;172l8_p(K+az~*OT;O
zT<2VlV@|9hy%|IWbRyoJK>Cu9cE{5x$|${Hs>xS|(6wcte0Fas*kQB<bT{8U2xp(C
z7{88O*JmBl_fvDy(D*?Ru1TN9_h98-?H9rn-^+(T;Ba*f+EDmP<bp%@BhLj+QEhk)
zK`>o&&4}*$7cbLh!Fi}%&Wj~Mvoh&!`kW<dp>~C3q88a`hMjG&e(nwengHVdN;et0
z&qsnFmKntd-ex1Gp{#Mg3P~$fh&bIZr%&V}t)oD9WN~&J6U7W)(B!_&3Pk`9r4D2_
zzc;1W_8E59P#_)}u#xMdix+FBbj~#Vpeb6sfNN(*Cfym!q3~41!0GFy2<_^8?y;XO
zl6`f`L2V1ny?wOc2%Ua_(GBU94bVAaAqLz<I457-s?1Dn09F(<Heugs=og|(x8~^o
zIHo>T4D2uqyTs*m*pfv<)~X=MSft#}Ui8+;wJKI@kKu4m9z}*tp%mI`*oDm~tnH8q
zGYf??B&f||{Y_dM;@i}U0Lxrpd_MAr$p;Y3-K4FX-g+<{hLeRb+HMHtZsh~H&7gtW
zQE$KYwpIWr@fJMzeY>K4GW<$T7t5O<D)X!KPF>wvJWa8f)=Innq^LSo$f98VG9qPw
zXwF;wy3N+{x#1`w+Qa`t+*=0K)pgst1W)kb?!jGyyIauU?(Xgo+}+*X-QC@Ty9W)<
zoyohucb`+W&#m+0R$cy4wXD{fbBxhje_HDvwK|HYaj(nQeMpa7=Y%ldxsx&m5$)f{
z)r9h3MC!S;Bv)B+>(KRT9D;LW%as_~l&i=lNj~WTV`njC?0&CY&xPZf2%FetHy6EO
z34Z7y7VGvy3V_)(Uxf~t`$9%G0Q}oUdq0Bj4g#uNl8w$l`mwYdgR!-MHr{N1DlbGq
z+34WwvlXNRyf4c(aIY?B>z<Wk444M4W{^oEjl~}o)RadhL6p0XFM`zLm%nAV$S?M+
zQc|VOWPXy>Jqrwi9gj7sWJ+ti4N-ZlvKUHCOzxDDiRhpQ`L(U|{;Qc;;Q@@4@uu|d
z<Dvl!u@S*1ph$zsGhh~49v~FR9<xbqs2VCTEaV>ixv66*)4xLggLxVRXEjr|nAdry
z-_|aDUH_fwVEuV=lW5R2?>r^WGHV+4AaHtl4<$vB@?j9vd`c;(l`pVJcH&%m<KABO
zpb)0g&ynb$@bvKZd6U;$)K=e{u0?7PL*kyNSdUeD+U2|v%M$93vaHhR4^9Ni;ahPy
z0!>@r+6@Or#raVs*fM}oFgmmoF!~`6K!(4yvx<|)NI4Q=Q%&DEACF$r@5CQ!)~mOw
zMdqp3%|KLS-E$Lpv#sl{TW^}fa;BuPIlqOTw8cq0;deQ1&V&OFlz^K^C?uZ#ImjUZ
z4wyy+Oei?afq)5xW}OkuQ#?=X2EPdQ_<^{9ww|jbrjx#rua`5cF{l<eja|82<NRRn
z;OcA+B&;4`O1}-VZXkQjk!Y>f?;~vQ6UT}AoEQ)rTlvXjIo^0NVms{1@q;D}7le>c
zpw$oI2Y_~{mp&=Yre{otC5fiZ%Asfe5~JG2xt1RGE7iVQ#V-Ev@T{EvuIj9=5H)nk
z*G|j;*WQp$4F=BoYky*EMqT6R=ntiVUe55XM({d9!^z;1673!}lDVXjk{Wb3kn1{1
zGf|dMUdJYVY%N&6IphIeWLs9B;dz>;LFGGlXg1NyZYR^X;-#U)hqsULNX8#9ek8eV
zL9a4}i2^gEOwhw!;==gd3$-#*@jkw*owEL_z1JuxhEbR}3cMM<+$zN0Y1|sET*)l+
z2DaL$^~_q#ZN}2H8AWP(X<FHsQ}=hfQ4~zu;D#+Z%6+@?Y79<xF3B0M5E#LG<+O+w
z5fU4WT4{ghlE4nV%lh9DsUCMixdD)d2l#^M9eVb5DdT(2aj?WNOym%tLK6ZT^Kw5?
zsE3siFm)Lo%(+-@AnF8Ww3|TgCE)K&`X@sbV--eqZ={$_7Sca&mLN~Mg=&+?yj%9A
z##dX?dxp_ff9daUoJPQg&1b^OwWj!0WD^4D)hqeK20LWO5@6Z7?z9oqJT&H0Kyhw?
zH9KP~X6!_Jwi%+i+v{qOB%dcw3#v!^d3U6X_YvGX4gO$-Q<Qb78_N}yGiE?g$mfp+
z!2%uys1*!lsA2Pe7=^TC6sCd@6Qap4J`}q;0HfdoFbb6-^TIKRX&5&?8F6l&W0kfs
zsfyurd)N?7FJRkGpK)<<k&BqZlj{QFy<PipN(n&!gDu1%|BEe{32DMc&#cKB{E})%
z1ybSv0}!a5f9r42i$=Gt)JZR+b1cEg?$;0kr-bxPUA$WW2!TRW)Jfs~7WyyyNJKjt
zc*SUmBQ{3!1$<mW;K0KWKD5UsB)O9AY0TYLfCoQP1Bk>wIKdyK2Cp#-okw=HNmABB
zj)5SoB^Vk7|G!>0Z1eLdYhkec%8sc-YH%He!6<9`_6rs;q-v~d*!6LA3wDF8S6?Y@
zuZYkvtcYA%C_5gyTBSDLu2k|G_`VDm!v2+6R76kgj;3?w=jVxh?bH_;IS&(h9+!>1
zs!xOc%htXmpt}DDM4+wZLPgy6-8|khF{EH}OQDSju2BsB#ytO*VNg{ppAQZ*t`t&>
zuTLe_)66RGOX`#L(z&HpNtkb0`P4#0yhaemRUnWf#s+H`qg6=t85!Arxno0EtMwR=
zPC8I_A_zfUKe_6eIaTu0>xfohv@5i%U>5WH0|FVVPvvdX$yqo_%S#~76VYS=R3rOm
zjK5?<5Y|=PhreV4gNyW?;^zMg*`Q@XTd$qrynOilX2W4EQ%_Hd9;yhx6#k6@=<GC_
zCzuh#l8HL4zuro}{^m>OM_QVVp37|dEJoru_z%E9N#xt3?|7fMEzO%@AC5|}e|`O)
zaj1`2*4zXO=jfCjG*r=_Bv$+nBO&5QCtu#RJ{0?2z8~JLY%ptv=GzflE2HVvGT(Qk
z>P0E6LBKmC9u;`uY$B3U!y|b5ng)5FyleK||Ktq0F^}1FBkh4*vMZJmU+SqAFB4wP
zF_X38FW^w<4w2lsU!>@mG%oyDEn_+zy1Uv$Ftudc4tf70uj;1iyD!JuoEG*&<HC$P
zg_JXrF=QYqy4e8G8YR7h3Zl3%wKMg(kX}K12p>VQHIhs28kYSiP*%y^t-6+p#7(EO
z#Kn9JfDW*;TGeFS;q>X-8qy^&uPMhg>WxA|LKx&@R?gIKjNDX785LjHw+)(HM)hK0
zXzS0rcsU*E_%o9+PFi|EXgiVvt*-4>s;k~%88^!vZ!ef$pusv%Khq?f@-F@~{Q3P4
zr63n2qMriWuJ^n-mH0F_bkfd+EX<JdqSX8N{&w>&c5<tCS@?32iZ{j#D*c7&mCyeN
z2R7FzPXIlKqncdPg*iXO0x1p72<eoLlRn4c$!kDIEJfYncpKByk*XHf0om)7)@#Z0
zNBxkNcH!&B1-Q;Up1R`o=Ur(1kr;?S%z-7WI2szk;us`D2l4Eu`B2ZgRc5>v&E+36
zp;#{t^igeZSL!rYMhAx?czvAv06u|8?-|HAVEzHr)f>V3erDdEkA)>Y+xbgsHW`9b
zbo<N>Gs1J$YpR%=g{X<wHL1`Rrex;jpszq9-43-+eSgx{8c3pJ)Y0g40UeLPM!ZiK
zB+<)=B%D6bze8(2IXl-+{V?P0ahQEfdmYCLZ|;`~-pz6Pn|@`x65Jz12xHQwa`Dfk
zWQ9{vb#$+U!Ts7ed32|+A~!kv9Lp0gY?-wj4tK4%A5Omcd7X|fsF*9HvC4gxdJnFo
z0xs;NnuA}*>=vpWU%r}sIzPd8eFePt;>B`bCc>+lb!GbLV{Mm|W^HaK%-xHbCC)Be
zr7!QtU>O(8+E{^!xn1XCPq#%0sb7=$(b$}1vXM5h#l<Y93qRH;Dn(729GKrh#q|_q
zZ%tMnzmlmUy!%Pzu1Rl8PNGxH?++miag<}MnzRlftBHtc>cFQil<@4Z;hS~1EiQLe
zA$<)bE$h|nI)1t7?{OTCPAViZ$*0H|@{)$RA3Kn1zXWT2voc;!3W&Zo5P)Ys|2-D|
zAq!b@X|(Tf9qo=xwkx$bMR+zB1%=#-U3S?9)j70n$izTPK<zJ4kvbS<KDrH~lBg`j
z@-U?}!i=6|`E4ycbH6}j5{y1>ccv=%1wDrVJD<C(E~AwtW9uy${8}i!6KOAzmv*Jm
zIQ=W{BiEq96WVkU#Ru~ZtfSNzkE=Yl4*a44U#y7*R(dSoV@d0Qu0X`$whK>6ze=G)
zGHDCND7N#1bG)m!ZcE)Gr~Hs()njp_s1bRK!FAjtsm#MTUFO{%V1)wXLSJ??pqF<b
zeGqebe>c13X!k|dTk?X(9dD=SO(uvVE2$oTi^@}4E#N{r-04oW=@FTA7-V^$z}O;p
z{8khwgVFUZCaWRG9JyoUo7ZQNZP%dJo~gh;Fq==SPq)Q#HQ`rPYYAwK4D|X~<8}kG
z0@^b)*}Lomff@IA-6q?zuw9^ctGlACV@viQIHRZiGgCIeW`x)tOsEABHT!uSU*kVr
z1o}!=d|#}vu4a4}-s2DNXagg*ugfoMV}A1pK_Eg-x%WQ**?Lzcodyr_IV&RF*ckDA
zD+2py{4k5ig0R;<CBMZno(o1(E_#;_5hN-t#!k4A@<nF~zx;A!!ORfj?B07_f+aSP
zWA`Dq@%u$i**3ZgEXnRz8Cfu|VG{3eMsA%$=J2~@EW{B<w~R2ck$6q0vKd&x7l-F6
zb&cylh;ka!;xG<(`>w+Gj9P9U?y$-)i1G$fjLQ(rYPNf3u|%&*ose*j%CJ})vkC~>
zdk6A3Xcq_*lkzxP%Y`%KD&xqeuCyWr1Dgb0%&(`)@93)H-&;?bC9HeGP>nXv-l9R8
zq1DX~yKR@gA@SH&?;M=tKEENz<cLs8R{51Z!MT&p{cdR)YQ^RrlZ9ez^T-=G3xt_r
z?bNhOOdaBr5MLPA5OXobP7`|Fmx<Pr$~Z!#fFbB|;-3Jmk2V3J`Vq6qrTH(U!9>nA
zw?v@Pj!N`P0xh&s-|W&2t9SwPNWC=*4^(I5su7i;YfH{J&;O~5MwG5LGhl1sFq46h
zXc9IwR`VCtasHGy>JL?#0@}BGFl-M_j1G>dPJ{gtn=cCeDg3(EM28<*lW3Nj%Q@i%
z`Upa*Ccoc15)%ry)Y&ut$j5QKFI|lIuWP8et*!5C1-(Y(O_z-P!7P*fpl_=OrzI6k
zk3t6t*F^Hr9Bj~j9K+R5JOLaryFG@?AZPz6spIcemp`)o(#g7*i|3lB!Y!XWGAUhp
zD+*|jMsx|6h69MvxlUbDx@el#OsuVq&D(Zya%kCebxf1QIK~&6lcH5)7c+K4J!M(r
zgva-aPlKEYZ%|!SyK%w|zRCHJSTq;S3$sH|4M*|&Mu{2{VcqC_<u2kZpd~q2Q{H0w
z=!}ppX6)+T`GaN;@y$Nb1`NkFo56%vgp?|vj*AA%B-F$X3!UH}#3WClmvhoVqIixu
z?iSXWQCvho^T7iq`C~DGitWOh{^??cxsgN8`oqi!KK#QoAqScbhBv0T)pu1zA(qE6
zE%E(I&9<xyR=30?%13c0LF_!GHhd@bJ9l*PGR)rz$z6R#dMHO1Xia@<=Y`oB&6~4X
zxCT6Ya{>=r8@S@KZz5q#-}*C+Y=&v8V%pgl9wIN#Iz2^boD%xvM(}|i%fn6uqAz+4
ze>Sb8_a#ia?D~*Uh#b1O`RRAP50fx9k0DODRR;auI^EPkeOBs2j^%SsrIQTe{i?yn
zS5><@_$F4;U#htrb0A$Aw}BS@*Uk)HghiSPf%0Jcm}R{WPjM~AND*>LQMkj`WSqAp
zFh4Qq!EZX;@CK2jDpiGk{0o$DY>d_Cp<^F3CKl|^0#_%}e8F!&ZfbDZyPZ?Ii*8@=
zLEmz4d<<AJ>P?r?F>Fsx;P;%zRO$F>X#_85-9bv9sj5kDZON)7sab5|nL^FUA$;Bv
zuSf*Xcxzr^{C3Zcfk4;^Ze9QVymo5s6#6@OaaauXr%wUm<c_Xa{iyzdMv>`sfh8-C
zYG&Ie!%yQo7sEU1Wm9Tus{9JAu>-|0Q?4e@qkXF%io?E*<iDt$3`}QJr^=(BoC-|%
zQ`c5<aY?L-N62{MVbeH{B=w3dIE7F6#%V#}ipV!JcKfYXb{yB;u75CS$>KQ2P)19T
z$9=0+k=Je0Q+lAxGyZzaPZ`L9;dnoK5b?2YA1)l-MJCw8|BMq_oQ38i8ui7G2iNCy
zDe2B$qrzT+P6>8Na$5uH@*eYcE1eYg{!LwG&^Z+h?RGSRXmsp~8@OxLTcn<>rogvq
zRe#+@P2*+78rF!_nUw~+-s$r`c%WShQWuc)k_e^4X}(x4jvSN=*QX1@j;z23WgIc4
z1)suv-d2UFG;nW$rxy;2p~r*6h!p+CnvYC?+prfsxDG*aR|12U$3QQg`PF{#QXk~{
z-Gkw~z9x!XznO$)b>HyR)YJ<+ahqzzE-Ia@W`x>4+Op-Mj9gNI`wNnQEZ2g6s`Fe2
zN?Kw<X69%2wO0E+nX(s#;5<q1Pf*E83^(d5;Ep|KMlZpE1~Q|v-VegY6Q4iUhyf=c
z6p!Zx%*wb8vfJ3CW8{R`$c%8i33!E*qlTq-(BKaZr?DETbEffl2>f@xFxxCWB4CR6
z|NPX5a4;hAx+ZAhcD*_Uz6>`B9GAX_X01B;d7mI4R!#anhP1d#sT0Ro<^!9OSaG)z
zDdMzw`G2|(`^7Mf^jl9uJAUhycK+B!1ewrQKS$k(9`!FjqKHTXYk6<L4cexb=u8G9
zlI(CmmLo4$edl$>T*z;DykMQsrK_nu8|6O)3CHA?828yhH<)?d&u<)@(Hm-M02GI|
zSX8e^lHy*~VV|vv8{up93OB|?Y_h^e<EL2Us${{s)IKP_C8Qa@gCQSQSx4_+Ha)Al
zD$w}HrL!*G@$_SL83`r#nn!sDq+RDAP_y#RoDzja^wS2A^Ow#SQn`UPK37gm`LxMk
zxmY;Q`I%JL^)Pnz`OnvQkWa2RL5I3z;VtIBwPnVX^t}S$4?()};v6d!JA>_!*bgab
z75F+l5v*{6z8%|a5yO2HlJGo<#jy<>yu0J@YtpH%Fwgg^x5R<{i%C=<ep^`HRAO4~
zAJKNxa{n|tYj_Z;sy-#!Zx5YAmRXy;C*VzNzf@z6pJP9q)Vu80_(|sa5169s_>Ia*
z>Ow?-B-Xk0`wfnWpe6ya%aX&B*sfJ69r72yTaO*>byLz6Hz^CcJ1E|9qDpFg^~D^S
zGkUSwPTVyP9Sh%XXI|njNQ|i{lc4_3(kfg9@M~Kn-q#xgQ~tk+qEQYa(A+Cy66kUa
zup;E(&5#E4abDCg8gqb<kZjKI>jIg&Cw`HsmC3X(znMtC0^=Ce%3>x@a%m_Z@PeV7
zFuoN*18eti>$Ode=BasNY!%0KnD&bvGA=m_S17esIN6C9iKg3p?r83Czo5UJ<WH1J
z>RhFUugg>+m#yK~FF%3OY!oqz{Cq~c4MA-w^kEUci3$b8F~7vh@yB2b*2m2>7i=7n
z%VB?XwEYd}#da)f^%`jrpn?_Ji2(8KPlKX2&RMu#_|@Q$2C^8!bq-~6Qo4Oa#n>r1
zCHrJ<r(y{qQLKWIK(a&4H=jF}UcCtCX6|Hzf+D2-5VuWj71;<a=hai3vF(S1_Tvbn
zh%D~6qpKxa_^l$7XWf6JEgU5qaX-&2{MV<T2`i}w;XRh9h}ZUhw}lsw6T!M37gOLj
zEvxRK%BTw&xkc41c_rMKdT~c;JAQtUNRY49Vm+|Z(N}#SR4?jYwEhdLXs8<HspJG%
z1b=YEJee6jQtcd=AjM}^Fu)*?;t_``vQ<#+8Yd`$O(l=8s7A-L{$Z2FIkyyVz>qFV
zfRJTQ{vzJ(;HtMRJ3G^g=m+}|fJZi>e{u6&#W@&8nlV5CLKbcX?ZCY4)x6V8$R9dK
zP3kKPs~XYEG)e4gR%7?3QQy*_X_pQ#i8P=!d@vS#Wm^dh{$64cL^C9mMS63zR2k_o
zlwYgA#n1LXwv(w)-&VK7*fig%cKs#$yTx3N_|8H{&p(eg^9M{K{_Vl`5W9bbkx+j5
zKh6&+#NvN!EmBw^5CTH!G$0dxBt(;FK1TeXe*o|bHJ_{$5s}=%AGKthR7KkN?;At>
z`^HA|qzeDhZX7)SFSHvEw>&*QG=O3u=lL&P39XAX-ckzbuy$ZB9&pnr498ot|0Q#v
zlDuPXt`mAN+pPnJN?B{RlSa{GzoiEMNe`(qpx9ST+WY%y(Et53m67v???5y{!R-H}
z-S99CYOxo<;%_F7v=9ZVWB4lYz;@tPF@MR5TmKXx#&+M|+fGTMT6`E2hVWS;P3hQy
zO&*eo9bHNJ*wQ)*=67hQ(*2a`QqW~9Ebk*fg)GeI5Zl|)A*scSDMf8_GdqNF`L;kV
z^?;&ya%Uk?@HUEXK(k4Sl&OzMts)j#0w#FjNIrwDEu?2~aNP%qeFv%?4Jn<7M&mrw
zh<lp9%g`@{nFm527<5`-7y_133gm_66KPV$(4?0A@9^)oM<c>%qK5}iEs-|r8-oPr
z37(5*Od-gu8B9kXV2RXS%3@{At_NDaD{b%nw7)dEoRXpE07r?e!2i5`X-iEW8(_=W
z#{Y8YUGl}c0YQpBR>f#_7tB49SCWbK=aD3<TN0L|>+cvUaC{loF4I2cGS3JRCS;5w
zM&((9QRIX|kb)V_?~u6gg|@5;luyI%1KuR~t6$U=k%T|7A^$7n<i!`IgopFAdRoAl
zzg#Ts2HGmtbZ#zrl{slc2}-d))+FdNmu#3_dYz}xqyB@?xU2#Q%@bwd8IF2c9gX?6
zl(udumdoqI>}JJgIm^kEPj9RJh^~F7B_Gn8see<U=*}N(X14qHkL7{sq~JJwHGVI%
zARGWlXs#&ZM>_27Mk5nK#rH9iMH<k4mh`w$7GLtHI@JM?7KU#`lPICFjmAJ4&xJam
zm&LdGbZjlRyWRlZ+wZ#!&C4|pW4GlRPCJJnHnr+psDmopH*XJF@5@`R=&yadVS5S|
zll)VGfZruGj_&N|b1nl%&%m?Ov02y(l`(q{CC4F*B+rwBFI&jaNMeH-v%R*CgJM6J
zoe)MAJQZm6R)T?kdEwDdMnm7m*n_YmzCntFRJ;a^kEZd|3%e`YvG6NB+Dyy*zX2%6
zU#*7Jl&F^R$VN`ww=VFLokYvGy6@s)O1%$f2~sKC#v2)~1zeKxt^kCiI5gYG#`JX`
zbtxqllGwVsv1cShlx<+n+o1-iSzQbfWiVihxXd@Fd@ctx>nnIYtleh!qu%Z)C<R=j
zUYH+Cpw~70kJWQ?JB?yIae}}SFU~j58r0aJ%^ddP*F@OBR>EX<GdJx-FAbdEKH{z0
zy(-DKJqHFGC<z?JC*GAO#-MB4TGQ>}e9+%E;4EY{=P;skrxH%5F=w(xU($1PWTK>{
z^uw9Q8X<-7c)chJs^Sg}^9t`aDVZ!L-+@i1F_{tpc#J0c^fDI59Pq*Ur<uh-?E>4D
zv;6tM^_`MxaiG;NX6D&zfuf7vZY5Ggy76;k`+3FO*gMMV!}@@(7b{k+z1`tA1!zKR
z%e3;?nvuzLORxI2=GrO9S6F$EuP!sMC;|uoyu#V_`bFT!RKs)2Toeg<g2Rx;1hr`?
za?LNDhl@4S_Vcq15;{g}2@wIQwnSJnae)o9uCc79G6N$m-ux5-=gcFVvYlWEe_kvE
zM?Tl`F0&&SX+lM~x^)2ZqF);ja#4I;b*FoTEq$hy26Z#ao~#^5m50-I@_|<h`7HzY
z7~cP$H3gY%9Uo{>WcqD*3p`=-sV3f+WaD~TO1?ghC;PW_)fJPd7ynKZjx&XyNq|4!
zx=VW9IpSgu<4JG9K(o}T;LZ|u^{CV89<R7}C0GvNYK{6S1WnTP?zGqZq2U8ecfR5D
z5Pxg?)NfXEmaZ{D1^&59QR(wFzw!LU3(mSY8BO)bo2c1{B1Bp^2aLKOdtqvMF~`h_
zD79C7#Zsa99kd!tE@mq|{}F{GToa37voXWNj7s&su$302=o=Y{WT*zi|J-y3Gd+Jw
zB$tnZ6Oo@&70AXVp%43H7xh0QJ0;1Tz1^vf6C-D2GPhyU9qkvKRM>)Zq$1+q^<_j2
z<)mn<PTysC4;4{U(#CoC*<mB&qa#exw^Bljw}`cxOmrS<R0XgocBFJEj<sP+v?Eu_
z#3Yeu$8+R6Em`0A?bHO)=XI2U%V||(_8t~CV#lJ;T9>^G^3Ndn*QYyR5IkhWoGU+-
z>!75Q{7J9Xl_CZ&)h=NnJ;uCOiut82Pr&^w#sH$<Kwdw}vFZ@RQSoJd>C57)50d?R
zg1hZ33L}^q>oXvr+2zv>hY-WEl;j|H;n(vXVGfTZ_DFM9d>kHy22)CIzDs8&yy$Ob
z$mYX%%l9=Wq=EIE%u~>zKJxe_&)55N-S--$<TSks8+NU7t4MQmoD5~hcPeX`8T^W&
z1F$)Vtkr0Y>aT4?5a7cdbpKp@e;)D$s7ejG%lYDG#kC6B$jHdkbf@QR%kEKMU;SCy
zE-?F4Z}wvl6Zw~pxMUc?VEGgZMY5}djmxL;PP`)d0jRujIjCx%a}eMBdKAVwD^_d+
zinC;v84g;A-1fvb9rrhiIR*-8rwzl;tqLH*Ghmj{WTKp~R<p5Lc%b%C$N1UH-%0#L
zIKFhNYYJ#Q`7daMhy`~X27*SHkR$Xy^Ky!Q$>(Z+U@O&sz9XS@9pULpX2+xw)WunS
zt$8(-7`+o*Yz-}2U%&BsiQ^+WJe1z3*MZD~9K5nx+(=3Hc)sl{hDS+`&SiDV4#Z$F
z!gUQsl)nTJB-9^{5u#}Lz;d^Fcz}1RHCiV$K!6LeNgeZPOwc3<2L6Vbm<7dQzK55B
zbXkTS%Phd&uKt&|7lYkJ`p0hjl@J@<LXB&|(bmIr4rd$N(=Yn)&{;dF$L5GyVAdTf
zPD~~NApA%dkrKKGbhG*%CRAfCKEGoy1459pWuPVk!W6V@>}$38y*?zaFae91mCSGW
z3DDToyq;m7?~FbC1=FS!aGM8J+tC1hn;y2A$*{r@%G9c@;0bferUiCVYrV<C{^?Ur
z-qQad6ZMg#Q~x^iN;Az9uPbNkW}{4SK#v$QRgO~-<Xke{#x1zke9Uli6p2K7eC4m}
z`P_|6Kku~D!6UzmhqvB@O4y~kFt9~M60M4vlW`JLDdH7|;o_a#YI1oMhE=srvRQ={
z1*;Mx-a!rCb=*$QbIbt=k6}jOIX6fee7W_`HEqZ~+L$?I*E0-hAhyqrB0hI_HD7R7
zymER5gsImUB+OxQu!wm(#JAgOPZZi4=tdPO1O@G`ypFjyS=rTV`(44{W>^2p*J)oO
zP0=&&;3s!P63MeT-10;WZ_r_P_!2q7xedntFf)DdFcC0Z*2P*bX}mLj;&;F?BF)5x
z;Dq@>pFIgBJQk<DiXpr^;O+SWTc}niQg#evMF2;~b5&G<!cTV>;y_AaSSSbquQ(|H
zB@zeg1awX!b^fv$J6emUfH+YyTkN5RBK9)9r%>71%wl571MVbMqWX-^oiw4%>D;Te
zE#7!!w0q<&l}|a)3uhVG+jiRRD@W6Wx3LQ!N)9dl3Z@hjQ*JPVRF|pKvy;`+e%fk<
z_a@NmuLc!*Ufv;X#W?%g;e4rk<3x`@RY(`6s!td0bVpCKBRzEXqgOz?6@0+)mPzN5
zS?+--Pc?J%ygt&~zHMr4Ov(T-j5d_12Q9sDWm#9ITRekLU}?;9M`?R&;h<zdrl@F;
z<>~S+y1|CBGo?#TXMUX|pEP<x`ztM_v0AozKC=prZ|U{@T&%6vaDxma^J~4;styX=
zDxvpErGDzspOC>!rl2o<tBt@XN|T!TmejP#g`7}YhQ0xp-NziXJA|<N>-H8FIxKJv
zM67pt;9fKmUz?#AsW=QrQ*PHbo~fH-rmcs~Au(UV#l_+9NgRxK=;tUxBkabKu=zP5
zQ@MdKhSB#q9L*@CtDz~k%r5Mt9}D;+NecJ)#HyL>?)QH0G|9MtT?s}6+n<>mTLH0G
z*CWxRBlv{q?8?EEiK#D&CO~{>(Dv|3-|C1Eu;Isus=IuNpocoY{!joH+9o7QnVt)k
zNE$x)&`nIuCq{zH;qZ_z9ORTW-z$NpXfzKoZg6G==h$+xoK?PC^f_%|20CKJ<K24V
z14T^vz6?2P9xaEai#B>FlR_f5A)(k9Xo^#P@x0=~Q<1PcJnp7GTl@*k<XnmFRGmsx
zlNmdrQ9-ZcM8J2O9xd^}^H8PjGGJ?~2eCQma-MhxX5_|P&Ct`XJoAbcWRtStvs<m!
zn|8t13sk^mRAD0$ZaN!sX3z*D!E$Qpl2wKe=ZU%8ZV*Rvr|J9Jq+tRmQ)0xi`fP5e
z*A)z#z>%2RaT|wN&t6CylJ%2+Mw}ntQ{w76fA8F9Jl^od2hHrAUuboIj8Wx1BtzVh
zF{bxO)pv4Ap|`g6PJ#sjU4CZEWTX?>YJT^ybddV&X~*i{-75>{AvnV)GdPXCf@0Ro
z7q3E-iYi4a>|oAV&B=<#X1U+~XceD&qV5RuSQq6GlW&8i$dcT7a$u0h;Gv4l*U=et
zKAw_x*Lc%xM8Okhy!Ov5r~3LL_&@kFD;b>#vggH;B0$t&A9)ZwD#b$M2N5zkMSn}v
zo_RaP!ldA6m~nwI`C+8=iQ{FXY#1_PUTiZ&@UYuW%JLa~>jHXHYzWidIZn3Pjm9(#
z@JUe|tUI9Nb)^vzt1H(?gw=m<?bTsk+`k>nO7&pPlFB_UcDUxT<v}V1`#S#){zj9{
z(SHW3KDTB)=}g?B(MO%PV(|+(SN{(Zwb!vY4OtNhLV24Er%6xrrlRJ@{|GYf15oAx
za9Z^kqWA@j>odIiwufiu!=i-GF?9S<abV!(sXeTBfLbUKNKqtLTL~+G<8mV4ZY`pi
zTu3cc?A2e;fqkz5u2ElHZ-H06W^?Ty)+T?7wu7IsgsN{lWmsfunO})yb_^VZ^6{af
z;INc|{ih&%RGx0y+-7cni9*ML<G&H46NgRL-Z)IT{MuBhmJB|lYzO{0+V`4rUGF{=
z5M@T@u@q_br~a}Rl}3FkVkvF3u0gHpL~$e+mjzxfS~$2U3`cLLA2d|QF>G!mr^pCM
zzRQ}};q8&orUoO)sRO~>)f*t6lT%!um+hWF<xPPyCMfppPVE{$*=d_N;te@I%_&^|
zOs@FuqeuSC>(eDhSfy5dD+*+z(D};Wg$01&h#eUk1Ppw(OEE2X_UO2)xFJlB8SRJ4
zD-MZwz6MMq1EMvIGrAsy@tf8yMu5OPHhrV0Ww^3Qje{ZbBw_h;pzLnpN9~xR&*Eh>
zP9}$2^z@C<&uUrSrS#Fx4<xvp-t~Aa?qZ@lg)qjkGg&u!q_Lgezi@suwaUeD)~OWh
zf$6y9m=0AOvZdHb;17v2gIhuFk@jM^8FGFZc98$_vrV+)dq~c~sc`jacf<!lUR81x
zanl-IY~T{{14o7m=(;g=hwfK^j@k~4!!h@)z2mwvo<_<19SP#7>YizV(woUnk~2dt
z_fZ8W*%mU-L)+XMHYQn2ZwBsar02Qjb_LPL=B$#a^~M8M;O+H1J_8>4c`cgdi%)lT
z>WL7JNnot)*eF4_?-@N~Hm#I`9D1uoP`#HLg1E-?teI-!H7ritL*A})!}1$eGZ-Q4
zn68+4eI=3=a8efcSTY1qDWDuvgIrJgVCGp1m8tdwrAlv>r%JEKmvhDWwwNLi&^1pd
zmK3Sb3lZk3r)`%arPsNTY00SfbP_v1PepC`IZ+0|tCp|*VEP)F8GGFKXH;3F8QNKO
zkVz`!y_=^6i(rw&NiJN!d+P=Gl~GYpa2;C6=Qml;=4KVaS(C>L@^~wl0U@IhC*;;Q
zs1HKvn4P5Nf9k6BKXnzcqb_1f*LR+d^||~%c_%dK8l*|WqN2#&DsKdJ?wvz2abpt}
z$pdpJEgOkO0o`EAm)(hLDC;sDPteM4OnRzzB+S8(x`72X4+ZUf+aVPqE;fJIs!^Jq
zt$2}Hv>1^~hKH#aIML(Ml;`>bj?m<kl7LavYU7l+z7*BnF`;HuRtapyd@WyF{rpO}
zJe1SSj@WEkL2j&sYii}hr<mztonlF9!r_v3&nc4y42v5!lXEHUSNZu{&V@P!d{%<7
z7%T#IQr0?@HxgWiGOTA3O^5pJ!w<sgl5_d;27^4W#%E07M3W-6v`+4<eswdQfqxO8
z0fjYTvQB!(osw_Gfxh1}bmuH}n_V<zpr@;{bXUa+Iqo1`On)mRDL4fVXbn2ER(qC5
zujJT_Ga~3#8Kg*7rh)=itbuX}sif+*>LXJDhJg^ymQXlF3gS@U*7Dh3$^>#`^tf9(
z9_PsC^>j#yyD9W_A46GRGF?fNN?+=#{t?(-)T6I(gwi8+<ri}REij_k*7dK03}Z<H
z79gl%|0rw{iIrzCN^`d~?%-i$07&J+p1_(IY;TH0t>yMdjSGcJ#*h@s_V}ZJJsK$(
z=Kl#@fpPg)|N37^s{fN3r<zZT3f7z)7VP5+Zl<;b_`+DUpZ9+&_P4xLqe`IJqUC<`
zS_0H4NlmmUOnI+|;8<aBN{kPH7tW?LAwg4mPNl!47O^<lW8fYzrKu2~>@?}kL#)M|
z;cV8Bwhay#KHC-q(9&F7)!k}H1{5>laR-mpkr<B5wo4_6^pl6lD70U5{o=&M(S$V>
zJ|r6?2Lq?<IvtycCi_xoRCbpzqA-kPa@`?kY)tZHRGRs%{r1+v)3mj1bV)@e@x(dd
zZ<xz6Rt4bDXRKOJIt~Q_MQ}V@h$f$0;?Dq=4{MZtfdaa-v-8WX{WjP(<fuCxuH(&C
z`!iYM1`j)Lx9QJoeq3w3^k<*0jy?8C_hXxmhm$itgedh8x;xN`jr6p+jX}B*3zS`i
z1=FOB_inWk)}xyUQC9p^;<gK~r@|25?Ei31TA-O|Wn3rWq!U;TTKJ0j%nSkp1ad8!
zo5XYzP+3>}8Gs?VcvK@^wu|F3+WJh4#9tZb@Dt0gXEK$!qF4Y-8ou3Z7>A1MB;g(4
zF<Ee3&Ae=VRW4goyH8cD>_k;4GK`k=nq5rM{0CBEnbneDlYUC=-Eau-r&dv*`s4g;
zfi?3Dku%P!#w{?txs>)uFK{OXZhf%>+R&BEFyB94h7_K1m6j!+CZeAW82BVL1|D+#
z*W<Sf<DSW!XXEqaS>A(CWGj8abbse5c5`k;x=s#k!8%W|QmyQjG$8GPLxYOn<BL=V
z+I&GrrL565nuft&QmOD42EXt~RpoI<sY&g(@$2H7Ybje27zx@h6r`XD%Xb|T>`@yo
z`z62p{Myxn4t;~TNIdN}Hv7^%nePbH^vxa^gxHZQ*k(MCToHX`yrw?QV_LziWv^3$
zpW#|I^vFWpG@s&kE$kQ>d0COfY#|rL$%Q;6))rDyyLw3=7V8U^X~lAMSecYa_69-}
zXFq5Aj8<!7&0{t_!;k70(gI%3>Q2253leK}SJ8abV$^4&22(CO&eJmC^sxSxhw~P8
zb`=gs-%j8U&<F?vZP^)&O`4<D=gQQHXv<+%89ZN)E^hB@E}yz96l5kb^Cfd9ZGh~O
z<d@p7D4M6@?r=(t8=eV~OUd8h-*+~TWZn<MdWvRHU_Q}SJRkpVa9ZDZ^oD*h-B)#}
zEwx#S^z_Plze$3Q@nB&fp+%kn5`2_lcfFgABGB&hn}QMqMK$qUEFUg;-w|@Vc*no|
zINYPp9|v+&2q%Knsxn#bFU?Iudf?w5CVgdi_j@KCpE;-Rvuu|V3<CVK4ECw;sqspa
zVz`!bp7$EUf}*t-U5di)xLdGFEiq>thiJS~(;sz~mjoF&=MqFSYBrrn=#a1g|Cc|j
zv<<wt$m5^<nOz6WLn$)bA8N&Q&Qg!MtrNYC509oH1_!Kw5)aZ;%S~Bx3N|r~bnueT
zyHVB^!yMjzx=}<l`{-)uHQO(82OIpVG?a-i!&~-&kPMb?vhx|IkAzfbLLE$#DVEMl
zvFi73J^OI_=~V#tfH3I^6}5;`XX55EgQLGUzs&cgr%lF_>*43iu1VopJ*XAu2a6Kk
z%8B{FV0%pEE7G-l6r163SspsqJcu$t^Cz;U^>U|$pH%W~-P=E~T&WGLLDwM8r-v6c
zg8lT9fyrg_r8}dp{oG6S)?caH$<EzyiMon~7dL}JE?Fo8m8nX+ub>F8b9e%d_azOW
za2%e-#sdf(ssY}HW;m)Rz;Kq;Tgj>s0M%SVKk5T`j`$qrZ-dc2QDZ({cww7R>`9E0
z9$75|QcKK@+p&Zr((C(3&#uR+KS3v%ka5~Og3c4gpc&82L0s-Jr0WbND{WwnhyRH~
zA@S-DqzRT?21Wk_Z<Cnii<kWK1*%9+`5Jo4kX#BNf}S=xxw_tQROoRA);qGFoEdLS
zU0Gd&jL8eyj9BAtZ6?1J(LJ{!@lK=gS){e*hw1Ns3&cNr1k+_t&W5Y_ZJpb^<&!W%
zE2n@#t{zRN`6js8(KH)w8q?V-x$EuNz~7SzWsTlh4eGjMSb|vGUrD!n0Y83v91CtF
z;v$-uK06(*QajznYMHv)hDW@nMtXCbTFIfWbUNsr`_&Yo-6wvV&aTbF&ULL2Inp%C
z<V_{F6Oy##q-pi{YIeG7jj{N<J;EHC{hvT3A9YhJK}|0MIzQ^}4-ZTV`N8(KzBH}e
z=qON!rF@#%c0xknd9=;6u)Xm-nuDqh8XVoDhI*R~eQmTyb6(2UR4)w|Yr5ybR^G3R
zzg5cUZtrofJSkGhN`WjWovY>0z5yhl<$A}TUuDJq<jTXFM@^nR8Gx>Gn+#BE1{ISc
zyy3c<wtXLj{8B|f(=OkBKhTaAH%c1HV|KEhPA<7Xz*GX+0?bprU2aZt*BkvsrO<mW
ztdW%phrWYyskRQ+LA)05R4#WQv$VtYWy=r{n8R1R<_#jl?PP?9PFCwD%}$IB7=0(8
ztpcj+WyV9<0tS(@u#WuVv3ZsFs}LP31jJ_gIRky#aE>FcplD0~A%B9|3Xy2+;z9Zc
z=`!;tWK(BaWvdrGqy_r(s1b|DD`hi26h?Tt97SJVp+nV0w+F+4I;uXoYeyd{sNrMe
zR&rpEi4(uU&lOL0Sz&#ui28AMjnxj_<LqJl`<%(FrcC2B?OV#zNm6y`Cg$nMje@|H
z$a`x<)?M<Sy|cD_a~$f3=86{fVm+pv%(|W(Sy<|dT_~LbUih7+mRnGW!KRXE9wM;d
ztu?U2o&qJrwuV;UEf7b;<M(*#X;6||1vYP&Y|s{1m{sO?*WKY-`_rM8@Z*%&?x+f8
zUk)&Rjsn`XA?CW&{j+n&&rpfE0{BIUeZB6;n2tFV^zr6}5gux{eF3fY3yA-W<#8p-
zCW6o*@MHrA;#Wn5Slc`jY|v=9s3}0DH6<Od(_2l8B?obh#X4=hP;1hs&mOyaaiZwV
zp1sv0-`w9nP6?h8emX$mJ^_6M+Uz5Wy#=EBG9w?Es#~K```FaVomLLd9l-}!Wi+F!
zICe{u+9t+zUC^7r2hkUIWUvUuQtv>0<|?YhG{F;;S(6gh?)Ht0g*Ms_&d;%{q`;;3
zPdVsV)eh5k>W+wwD2qO6*IbssxZZ(lVWtL3e!$zKi58puH~pkNB>WuM!2KANAIAhV
zxmj}I?TI9XZ|N1#i6+&eM-RM}-DcMjd9AzBN=8&nye0QT+0oHA_3Dj-DL)^U3Tkd8
znHw9cEORD(sI}L)OeWY#f?-?V;$}j-J?{SL0M;n8{<V@UOq_Q9Q~2@x1soG-BP$|Z
zq({kae2oE^Fg$}ZHID$-&kNj4_&JGOwTc>n==y+rpH{@u>;_*GfCj|Quo)s9nzdUf
ziJH_|7p>EopM)I5)EjqQJJAr5;I|qK*<U~QL$csmhW-a9(U4$%A>=jnq5?ciKiCYp
z{vkaMP<9-re{!J7FnT-|;kyR!2)R^zp%xpV!|0gl-BkvafPQ@O`$kL6yIFPn;XS1D
z7nvb@fW*~)PpEF)6%-*_BsV$b2nVm}`;+w2V}y$0rb=!06){@xDFR~+C9{osG6N0x
zn7mn_n5G<sp_iiGQV^s+>MSqV$D1KWQYnvqX*TUoi`-t$<f{nE-qRWsr#hCXnK~xj
z7frFczE`X4KAl2t)q6wTf{;ey%oQyYouA|mwCmmr^A@MtKi@4-87y?oT%K%$LMifQ
z?xe;h6eyB2K6sw~2|8(kHBU}P+ypR|!@LRn)CC;w>O}!sHO){sdxlkeTboLbd5Bc~
zx^~Rhrq`cwEysRkIvK$&$4_5h-+oVRV&=nbu;6M^l@no9Y1XfORF7J)Ad_lsNqU;=
zrLE!og*p4Ff)=BnUvqZ*l&HED)@K0%<_kp*z=il4;4n363PZcSS*;(#=e7G}%pDOo
z-<dTU9ZF^x-3jXa!+Gexfgr4V5gWxN8O(gra$+VPFABEVxZ=a&^U$}cudmG|{B?ZJ
zWdV6dE3(?nUW=;)oa*=dbC^UNFeN-SO<e5^`2V<w+OkynRgI~$uB=%1{Ae&rP&vOi
z@7@qrb_MjIpv($neCRDyg-0xbsiq3bvkOWFVi0FoeU^Nyk>14GU41x=c4t)jmgJl4
z7nPCrfuIuU(kK7dT$V(88dg_&Z25z5#3#nwHRH5!N)>HO!m>VZ+ImO-4PYv-?FceX
zzV|MI0<b%1BszvqID|c!Z+TnqSlVEm6Yi7?=N7*Ym`)9Jw@7?Lzv1AFdV#lUCA5O6
zJWD-qc_K>+d0jrINJFB{YfX{OOpEY;u!D|lFAujk;UI#hUNqFQx`#ogs5!>?YFe-d
zai+HKk!m5-%ZxThO7npr|MiAc*ef3*7j{&Ngde?Qd|~DI_;}B^rjMR6;)W42jVCyb
z)|&u6qm$volUlXTRc<?C@hz|zr@^HajaIkpZ*w|+n$u3~GoFr?Xg(SNkw0zt#=Hu<
zO{H-BRBPACivBlta{TnSA*AWeQ-ykcYy8)7hyz=|c4Igf9T_ReQD?9FE^~&3K1tjb
z&+TML$iR?{A#3Kn3hJE(r;QE81k=R~My5_^N*7ihO5?xzTe0m1wzfl!s}vHH#WJ|$
zPwXev|7OLhO`s_4FFH&ASw;+0U@%IkZ-t(;Jc*gf`O}yp;pzgEg%<-Fr6m6vdGh|Z
zXa9d_<oRzH<p0XZ^ZzFdQWxLRFB-rdTR`|*Zi*Nkp9Dn})*t$#?JRrAIKlKD4cX1A
z_d}+XAqi-a2ZkG`)=0_cUU=NES>v`MJ1BHwZfk41y&XFPsQL-$pyj7=jt`%WT@4lN
zT0Yv&$fwLIawKS=;o>G))!*4lqyS6^;5sjX)^ia@qE`bp0n)&l;RjPjQwN87fvz!B
zTiVY}u_E+Q_Kx|q4>=+)2Hk-$=<*5*6WKM+$4MGac%1GN>r8qBIb`UTco}K<dmO!%
zuGqS2v=m!FJV{NJqRfiTYPMnRFxi_)-SCa+7qYa?dfl>xPU`ky7@$SZT;`TajTL?y
z#i-&!30ENC;r@Oo5>S>Om+E0ltBmSAqYMO4L>uVe4vH}n^KVeS5kF2hGVcuq%P|xO
zKv!4FE|$PdelDa<I?}LPPPfLMMth!vyacj9p9rxRGd=ItnEn@%BbDCZa9J(G61g6i
zXRb*jRO==nwe-)4!vZG#Wh*u(m37laBRP8sh@$~KVib-!yi6UgHwT=~7s&z^LpyYH
zb#^N&W`4*rfQ6$sfZ(Hc*YokVc@$rf|CGfa6vKvI0)vsM<Da(Wteu46_M`^++}6`=
zEUV-5YL8x?lvn#z(U(|Or^4kJ`W$&vz234|T7cEi1J$KAwL`WI@Eg~#muQ(is$Y@9
zy84Dm+}+w4zhZBbSmOZGZ#!z4m*#6BRAf74-Le}|&G{}wE&`wpPru+Yx3jM}4?Sp1
zJIR#`%!PI4?}9F+Wm{inx_CNb%jGvXeTIvO92_!^sp2WL)PMN=%{_ya&nxMTqKR)`
zc<VoZkOFvv`YLQVM<XU4z>OEIiuN7n|A0IoDhX(wIOsIO6!8G9<@^0uKPc8$hU6ls
z5VoeK(?g#hqs3tWIskY;>DyiamcicmU8wj${k$m?A?Q0T&7h$g{%3jXZpt;&xc6JZ
z-<=1~gUVy=riI`4zn(h6jYA=?k@~C6*0;S7U!h<&{KF0q($Mqho>zzXl7o<~HGJ>8
z52EAb+d!vr<R1xws}mg-9@>t+xs>HOp3d>l?-4_3gWhh}8vcfLL~j&<-_m@r(F9@b
zR>}raMTUO4R&&Ky%G1^f02p}~j8AsIa-S&@)7;46ceH<ioIcHJXxP;L8g1okGkZ0v
znEQrV50bQW=UtRl7j5xe@qFPgj+eSa;Rnzf2luDq<@Gf@jqgvo?mJAE@AKzK_gs2*
zd2USin})KsJ-4Wkp-YK`I)6%j8vl6{$|_PzUd`<DzN`$tmNbXS7oY?|VHg7q^ZzHt
zbFoSr9~;};C-%lq`8qu5zYr68o`zNzQPRFqr1xR;FwrsYEIA%QY~!B;4Gv0y-_YH1
zLJ|0i*3FN7AL>!?qk|5@bUq{49@Cj}T}TKCoN-t2J8qsgq$2va1(h@GEHz-Y=$__a
zBeloD^47c>@#GL8c)WqDd~gPh;j1Toe$m@8z*O^!b+Ny6_B7ItQYhK+C!A(DYKd&^
ze|9nxWZYMQ+?D@~2ekZ;`oy77gg+X8A(n~;avzNCfH||zlk2#_xsa{lf#1kgN!1ri
zXUd5YknG0pRK!(+6orraFQLv6+<yFQg0)&Tl?K5J5ltZgF7jJXEA}xVBhvu#-gVN3
zw$16({sQ0p*SdYYWt@NVK~^EVV+w2UUzie!lU}0ju3g(EaW#InjwFMfA$90HVFiRW
zk&1Nx%~`~do%;xi^ZcF{hU*EF>$#Ylci&vaKoZKH_M@U-HuUdzeSf}&j*hN^fjji5
zO-5mVj7hP}r`eg&nDD2I`SE+`^b&+3xPyS0rpZzSAJ~b&R|F3k0_nRm#WL1>_n~SY
zpi?{q>x9`8PIDDid10%;Qr_2Qazm`_-lyj;6*Sdg@8IyW-u5GCjf61c&LaXvW@78s
z^}j7@&_Zx?1b3k`LQ6+|3BXA{vefUOU2hZn;VWR=#|X>!8d{f2-dEt5Wn+F>Mj3IQ
z#3=gHME3M6N6#PR=4!Pr%iC?;EI*N#7#u@<k4FPiuPB_)dsWqJ3uF*Z@hyH>u<#O2
z%Vf0<&kP5#YcA~dDWE?~a-8&DN8Q&zM0EYzI_8p`qo!o=RF%5w6#!@dTM`qN4#wsv
z;3{P;_d(r0K(4ct)8hSRNfbdc*7s4xQ2x6ptkj#%ov$@X=hW$1nX9VNa{Kop^J}`%
zE%yohQcR9!MC7H9o~LJ)F*5_9dYI~BDHE$d1<IQfhv{UvIA%yh_K)G~6*;sjxX;KZ
zy%fawTzqz^$FKTz)rIzCSFG2m2S;va^pU&9+*6wolKMCy{qyqZwf8Eg$k;;}Ls2a~
zCwif+(II^27Y-polzKAF%H9&1wTe-?3)Zi5x!ggKmo?awrqVdhH3p0Swpf43lu{C3
zqbP?B(l+wiy*z~SM+lwd23Etq)m6&swt*UBicx1kKZ(d0Q;LCtL8TeOVGwpwb?Fb@
zl!wzt+Zbbj-9-Vd)uXMb4R`Ppb9?G(*ZRnFde1wBVCO`Fe{S&)^A4%;0Y}l2nPgm5
zT;2yT_+Yj@!_0~WZt^65h(4X5nHKxQ@k{#Jv;_{WtLyoNVkIlzb)$1|N7dFLe8Ss)
z1;SbZu(3QQ7>W<Wqb|^9H9y#iMx&~ZL`Ch1mC-H1AQy7X*^Ul-q$W2aJy2@1sL6DD
z#7Hw9wfv_JaJ!w1#5m125egIDr#8~Mg>Cb#yX)Rx$CEVU%C91^;?~cSl7)6NSTaLq
z`kAn-cTx4{P1>Vewtb=Sg2|EcM1+Ofe+3ieW|I?<<GB#{efmV+#{kwh4q`X_i+f=~
z;dY$9&jv>E{RC=Z!Ma1~?siQ{wnJ$hIZs?5X=5(2-7n^4*tj=a_19Eg0);#`w`0$$
z_U?>30h;%3a3=zcZ|G{pjAzg;1Nh%32-mEX$Ome#f5EsfUh*Jh#J6T&56iq{Eem&5
zQ>oH_4qlA;s>$%=(XmIT2o;;mA5`eGwVt(-i&sP|k4&kX4#)6u6HbUcr%`^mQfV2%
z;`RbT<`>Zyu3w-`Dc)y1^Ne+bR+uRkY&C2H49oU$Dc@o(Tci7TnHs&$vz#@DWGap$
z(%gBM9x6<hdPF=Zq8ge|O4ZJlzBdCi^yKT|cLd5;GRJKiLb(+-2Cz7YZ*UIn23r{A
z(e0^(M5b3{%#rhkuiKx%^9#mqahcMme()|41wv{hj4GTEJy9{&EYr@~ldeQMI-LsL
zPO<-xdaKd2t{we&BCvF88t_1R68sZ8&pWBIcQr!Uaa0$}?)5Zmg!7#2wt=v;o8x*Z
z-^|nT7uHp!c`h9iLcUG7x+uHUPeb?77_qzCd5C_<Ni?yJ$8YY4u-Er-Z=b2=&4uwx
zgI+4;5G-rTanzqp_;>tblpXEPO-gfilUSBfu-7c2k7yr+w^IOGb9nxtdOe8c2`0^5
zocr;c9{BgA-zOeR5LGvG=;^k7U3J_7zmFK}_`_bEWyl77@??0YriH*@>q}qj)D=1-
zZei5PkZMxTS0qKsJ0M#g#BGu2o$1&o2ZZahJzP?(fN3=&>{yX)pX1&$L5Erh+C$Tf
zASM%HTEBlBnk_lcBx$Edw^@+j#tIa$dW+M5pbTmLHT3gNl$_8xZ8m;_c^jbzsxwzF
zoOioGOrrMSZVx38^k-qQDB);B=xZI2p~$=O@C6S$465{7a`3>*iyl943cOs%q0LY2
z*VCu*j)mu($hXF;88n4ECnpuBWwBe-`Z7gKDg=_1&(s0@yq|N;Qn^)SY*<f1zfKnN
zCD0ErPAVn0Qoj^v8oa>Re^8NxE)P6QHMx%btbrVmzI5!&@zX}YjL^76yEV8e*Q}9@
z4(=*X07w?l)OIwt7RE#$YVn9ZWKUxH^D^UE^BZ>L>ctJECLSA;KiOu-8Z9b2t_kJV
zTRTq{H$rR0BJCdurfg}A)63``Dey^LfoYZUz#vUWPhj3;fgZ_#-2X$^TSev3bzR!Q
zEqHKu4esvl8XSVVdvFV`0fM``ySux)I|O(B%JWM1Kl<y@N1W8SxhZz-+H+lVuGM2t
z2Wi$n^q(Jg2XpzDM}KI6%fx*FQBd(TuksC;f~n~0x2w%J<d`;!Wh$m~{n(AX1+9V$
zdh|?PaRp1++*02NN{Ak|$B~41{m<%!RZi+1<zs{&JYUHl2uVa7Y6He^-a)H0R#djs
zFM3E*>PSX89`BgT;S4V0GUcZN+2x+Oey`)g-x~ChLR%ZzA=ay;d@$5HJk4xT0x-z>
z(MB+L{~nX+tj962AHXx%oc4Fh<bIbQ*khDUwm>tTc}DEh45f(MB)k*WNk@&fko}VM
zMEumx1gmtxX|B6~sbt&$(%g95e4%2QaRw<?*OXEZx7R+has#5As*bX~s~ZY>ex}0i
zlv{<(PEZon1qp}W*Mh#zUcynG>eSgo^9#n5JHJw_c7GI0sHWzf<O9Fv(Jct;Wm1yW
z_P(s$L-y4N8A(E3HAkLtBqqH=MgemZE~*w;ij4p3)B)!N8At=>JuqJe&YK#WAKdQG
zPXE}L44mD$#+p!SY_CxCa%%`3|J7C7cmT5_n09aroi)k$sp(?+j{s4JTTKE&G(!9I
z>&1bubkq*{$1MqPmmTbS`7|*WdsLThPM$XeDwe0!a#GCSm4d=(N{uR6ThmPxVA1rA
zpUR&E?l0#dW^sz?9PQIR6yqVw7k{%%rSZtqdjd}+`-#wl5)67t8dWD-vthdCTUs)V
zIewZ^aLf1y)p)72Cr78FmqmLn-kZ$RaQiMzKSja&(C9U70LrWoMMF_QDVWvdOoXep
zPsy}3tEbX8Pk4tv@j}Q$VVcZMWI^p}hvp9|b%(=$*11I6Fr1;D2ls&6;+XvtU9u}}
z+%YX2+_1yW{=7L(38M-FSF6Da1`%-*s+*y~&>(#7)(ZW~@e}mf7xnxd^RRC}0?3{x
zVi7Iaxb4}oGmRt_3Zx+<v<tOo$`|2<m9nK_j%N5eh1rI3lqbwpK3<$n8RKQ+^>9=U
z_4GI)aiEhqhbI{D$bJ^(m8D@ogeOm%#g&Z?Q~d@-jpWHT0-kN#iF3|;lrhyq4Z^4M
z><K-e*GBqtQR3JqJC*iE&&s=C$u-_4@G(x`tD7`l!wrb#7}L|ZUY_@thmX~*5ABkh
zeiGLs`&+M+Lgm)?1+n{#$b{bkev3HU8M*DjP_WT5_aunWo`ZXntlvEIx!l_nz;`B=
zhc<pAWt5DLhUu)A8i;E#feg#?z`3p4kmp3NFjfz1y)`graZUsYS+x5?q#kl;A?B*o
zEZu7t7sHV;94thq`Ml7IrjCOG*=^u1eG0R;wo6^n`-zX3?y*^8aD-$BWF`{E<ef)U
zy*zB~G{sPTR>j?Z2FmTN^LAwDp4^Wj03PTdee%|B{#a^x1Vrd23UOTKwGG=&7)hBF
zn}PVJX}rbabun3zP-}I|`o&<x&7V6Cs@ZT*USeN57RD|_lIv*qoeTe*R_YHeaWo-U
zuv;#ig(DC&Vv3PZCsWZA(C&HU_I8xo4~*PRWc$kQru$3uZ(*D~z!XQ6T?kZOB|Hke
ztazOt8{yi^jLkYIN7@Upc_**|^@P=XH?3lDN3^yb9@CqBkvnUOgC=FY#w6AZauh_J
zf#-_I;CJM>LU@}Ok4Q&{=@(b)S=Sj5<dI5_A8+q-%HOGe_su<Q%+?6S)0LMjZ;Gb7
zz4JSJh~@RYKFh5yhY-}1{;ax}LjC)X@Ne{nl9T8MJ>&aut0vf48Qd7f<2^PCTpNF|
zYH}@AAPpzd?>=be#Q>8xqH5q(2RQ)+t@VC;?h}b6V)&GPP_I%{`z>oOD1C=Iek>Y#
zZoehWX)%T2q4H&{vvlfMg~%@X)tebh#lSczI5K2~U#%zu{9@3o^QIzE5kqK5&(ejQ
zM>0vyL|A7bU}+Dx&q{^-l+EKk12rkbFei|N9d<=64cfDK^lEuYZz1X`@KeZp4LcWZ
z#~+F8F+$kY*o?!A?q)C3X2P7dS}1kFqHh|>GcI~UEwpHAZNG|3j&3kHOb9yUO-JxB
z+yzYM`oFRysc;ti+NJ4j_`q}gqBFc4>qrRD+2qVn5%YuxOLUFkIKJ4$)c%CvLH6oH
zMcmcG*J#$L1e17L09|J~M|QSVS#$9eE}nGWaba|t^fV`Y?-KoT>_6?l^IhPzajrGF
z)<;P>IpkZIob_r8k>Rn#T)wy>Y<t(;&Yyg1oahIJ5=6^NMK1oY;C^EYPK4)TvZ)U@
zjc#4^5(~i+18bC3efF(3%w)KxkfNa^iB=iA+A?n8Ko=|DmZs)r1A;Ot8w5u!vZ5Mu
zH_}D_mLH7$zw@_B%+beKww<%*Ak<L_^ti7IZ`4Be2_gH$vz6)1=RY|GnK<FBI;~y2
zM967xa-u}R4VG)Ar>A4QDP%gJNbohgzdx`tcSCg<;Cf}2UY-dUg@PfknlT60z<ow{
zx(9bJK;qdmnEIVQF@aD@VSpr9zC<RbBO&XAr4`I_QP-2&H!HN=f>o_glED4ZfeXQ@
zBb!J~!PG;fgwa>~OT7(2_{V%5ofE|NP~OAKn?3)fG4#n9P!W%`M{>UM$qxkz0xrDE
zs?^;M`;=(e7xk;$;!?cS2`y$l+WM2o9w$Nv*GeZjqmPCXs5@!dAp$yVu--hm4*MAD
z27V-04U=QKn+SSGIa8Morsu42hlPpAKilgdChxRE(kr+VcVW`2r6=)YWefZAinpuI
zZyS_&aZN|v(6>uOfqex7L^9N@`n*|58ADuru!^B3PHC&!+r`pdiVYsb;7=AE@8P)#
zRg<Ow9gK4*pEVf$$Vj<oyBt9e%OD^&eu^)SAA!3NjcCeoJ3Qb10UF>vK0fMs#l)8n
zykn__4MsfRe0G(DafH%YwvYIkes%rl4zY(udWlqKv5aW!3%<_O{f9Z<b+p$Y4`P`x
zy5rnFE*oYoRc)2I!N3BT%nONeq6%kegoKWRA)~k@_ln8KpV^E1-XVuybkVeAbvj<X
zo{V@Cuw8!U+p#mkz+1b)pdlZHR$W#~=W`OKL)r@vM)*RD`F6T1&<zHon#Hc)FvB?Q
zi_-Z6dZKODBup`zepk*QjrWccJ6xeuPH&TsEAzbS9@}`kFcAsKMBY)3C!5K9rk*Gr
zTN$(Lz9yfTy4SuT&=k2+qsl$X5xM$HpS1quuY{H@coIE5y-{1t^54_X%}l3#zXlsB
z-q%ge0NvHLib%z>WdWi9Op6IJK2Lo;irP0UBQbOl1_Id;e932^HL=$}Nx$1?GQb;n
zg)}K|To9d|PyTVvcuQTiZbJ(6_RLquOwdO&7rqqBq`jU%b%BT(k92phPHKqGIQQQc
z7@;fbnbRiI1x@jQwiIyRE>!n#2~?;IS3tjM3G}4vo=esq86GC@kBNkJ>NGCk*-A3#
z?B1qV%s_3jy~!@kGn3L$KyT2?h!_(YFqG~@;T3I$any=?kXm?(v;GaS<*V|qof!v}
zp-IJmA6BYZT9@2@K^FbsGM3LsNxq>8dZVqtu+flGCcNX5ADOOE-w*UUpIR+KtH>tf
zzVd9WLiYQ3)^q~fTTmUFxj;x~Z~In6*Zni{OdX|t-TD`T+@rGg#M9wQY{IP3rL|W3
zT8)dqObN9#zpBwb*X{L|LJ5k?-%=Zrha5PczSW?@u>l8MggUaS!x0Icv2r9VK~wH>
z*$Cp%n-kQSM7mkmF*`n-ckS>m*mm<08EH~QaKYXjT2q{zclJ;bm*3n4KYXoQY7gMW
zh@%J=VjKAwpIu+VE<lEwk7zqGp>0EbWUy~}IokbTcWnc7Z;n$V-1@;_C7&(F(;yH6
z&M5&qKWs4tywW(g(<iE&xu8UdlNm%$oxpZ>k!ZWA^ZI7VZa1yK0vS6})-iQDx4Tx@
zOOaEI2!|iI-g!MbEsOfI7CV9-rakerHIvz&aG{l6DUJW0$<}V-|L(QoMd4MGVPRC4
zO#xxb(o0TaYx3cdJGT&~d5D^xVI6h;>0xu+Arb7_hd@uw$&T2*Ei!S0wcvzT62_~^
zVv*}egflXd1zkyW{I9qmJX?k-;fNe9LBj0uF;Fk}{WyXj_2Zkr`t0d&XLBTyYk_sF
zs4$lF6?nagoy2Wgg;(b*ukuQ|8PIK&^snvopGAP`ssxAcin??Y9M2F52X8MP4kdN$
zRDUc~HKjQ@gQUP4+a<=wD%uH>$3emr1>`pt)(+|N)yS%I(6WS3eMN$D`6VtD1?+Q>
zcs2^u*+r`U$KNNDSBB(n9EQ~F!ZY)P>F%j3>J;$YYWIdF6r`==>eY#Rau<kWsDH#w
zAZ_{IIHbW1<bxMKlBO2}hev5&GhN2BW<YNQb=HMP_yFJ3LNcqO&mDpQZ)0>|RQXpE
znrg+#JTP(2=DeITVE=!YC{OV#S_u1Ktn@)7`tYFtx~6^razrS2R~x-3<z$Z|^}7-}
z)#pQM8J!VO_KJ8C1u^I<@tTO+P78}tEl(O)pZ^LhPC#FE0s0DL^gk-+dY!(t6!);E
zSFPmtF0E+p+0JJ`JI(w@JGqh4{6Do*KYz0>AK{G>2j~LHzeJtx>DO#0GR}$o@Ip>&
zTvNxP1RJhi;Lpc+$j>w}X=j1;^9;dnutvpm$#(j)x55ERCIaX<vN>gq8ui9|wK=ct
z|K0#5r6jMHd*1NKuU{w^$;O$P^ss}VFPr`7gxA#@yfjVD$mqz~$kj4R=G7HwI<asw
zd`jdS4nA(KVxX?SC=Y*ew^EUbP#PU!Kx34Ex#w}>W0@cf%`j7a2(aZ<H=nJ$o_#^s
z_+<$jQ%xs{is7&|wJcIvYLvcULE7KaK?KZ$#vOtEQcldpM2<h8@7C8ZGBBbVZ2n}5
z9faHIqFCi_sp{aa)KO#*QNPIWJ5wXbcWM~ZFg1=en(-K&V?qr?^Gi0UHE=5U0v%}_
zZZHX`{(nugJDf<DmXl)(7I5e=wTH77LxAHoxx{aI?drW@L!20cx5GMVsf!e08@Ci?
z513ROG2&HwmV$tdvP3()Z-x{JI}<|1;As`-Rg^EUL|FHT(q1vumEB0kQZHkCTdK51
zcjIHE)I@D{bfK^QiA`X``!KX+;YXqQv^H?3RdGwTl|%0GJy(8G#Ig=1DQkA(QUio(
zfvi7GkG%Acfx`Dc!_m(BDjHM^cabeq>kgEh;KR}M?{nEM<+}F~76Y3+Yfq7j#X8n}
zIAY;b<iTUlLUo78r|p39st04sp<2K>xLMjVm?MY$cr>@xK5yNlPhm7WOvX-6s)q8b
zZ`>O%R>Q6feZcS%_bvnzZ?{EXlSawlDDN@sH%p-`UEVl9Q4WR~{4J<RjqLb$=frR8
zZ#a~a(&^H*v)X8T0!q~fNUPOVq81)(aF3jyz+J*hXCguwk+ZY65&iGq4l@bx+Mc%r
z&CHC-{^W^K(+||cR{5i01S0F9w$>>JEOOH~VZ|3og*oXgiK-QD-ibusH_IngjBXK4
zr=&NdXC;%T>#mtDYk-}g9JkA;otD-<WE7gCnfee!+Q5n?k5_hPsTRu&;yEayzGxk0
z9Pa*v{8e&vH+x$6q5OqxUcac)Bfa_`ot7vJV;{;P@11`XPS5|WmBdOMD}jKe+o&e5
z)x%hEk&Xy^f>SOzThb6|1zLmrJIBjq_B^2T!+Lx<WG3gA>x00g$0S43nahL)nPtnT
zFUc^zBMW#n6s+6C_(h|k*z@aeNPNf{^0wbRHPG>^A^mW;Lq@P=g9E;x=2zcY$~(0O
zXr~nF`X(`;m!Bl)*e<_}Vp8pMXa$t~VnPQ_t5#&eV&DJXTUi}SKgLGyz1LM!sue4A
zN@s(@CW}BKx$PfjclU>5&UWWr)K1VGT=I58jkrFB+)G3Kn71deg|T17xnHbspRmv{
zJGSF^%)*xrmD^K_f;JJ?9Pc=bq$}n4=~9>DB^Hid&(w%3^wwA)HGUGRyiK{+ZZcDT
z=tUD0BEBU2WF>GVO8d!p;$Uz}x@^i!qEwfJ`<$bPB92@BI#yjPuRP>1>9-#sA@<v9
zflcqTz|_KfxWVr8JZR&e=-I~#9K%a-^6yCxEBc@PzlHnt{D@S<DF1P{1rrkiG>c_r
z*^9r=G@N=O+0w`!k)#1Xf<$Z(4hh9~zHl8cjzbHv@x@zqvJsRnv@i5EtyW+6U@et2
zf+p-^??+s?v-WHocc3Iv>qsrI<#<rRH=2ZO;`m_2gcse(RxLZ5yYd{QaYNVa)ZMKd
zw9o_)l-K6jIjK(Wt<KB7Cn{q2FGa{6^V&B}&{D0shZ>*zW&Dr1)6M$U5FWV9xvYsg
zFQXV^C`)?jZDdQNpU@l^XtaDxFWwd_l2-+B6NMX9A)wBruC>RY7wa{UV>u(=s@!cR
zMIquxFjg~4KRJW=X*AmC0B9Q7N$y6IdQO8@;iN~-eqI8<5IFCGi>D!-VH4oDqLs^r
zeOss%EL2Tm$hA+MsT(dje-}T<E`^Hqt+jmSzB|Bct57KZK2d36=%>Q$l%t;6KB^b{
z<&>#ZwY__F`oqwxBp|ZNKlj(<M_I>uP+|4^J?1du0u2huITV{kM<1M&fDSGl|J^1R
zxbQ2Q0{I;E8T2-OeMd^8OX*}iR9#joouRR;$ws8K<d4088r&{;aO?2<XR-bm9d=>}
zDTIuxabGVGc|oFv&sH*;eMRAX{^u}8y~1&?m1ynL15;mQvq#MFx~915iSQ0olaAZH
z*ZqLreJ)58R{}hjm-1_f)pJ#EMNg4^edo%aAV_(Sws<6#wZY>^#U&?CNzPt2(>961
z#akq-i>aOzqb&#Y_)lezHN7bG#>qG~=r_mx&!{&hV8j_g>-_C6=N^9Exk8#xaf$G1
znd5qegx*^qf!z~NHxVyA3z1@|U@`b*?K2|yjgWp$vV9k_r-|<~sO*#qM`a9PJ*aOF
z@*(3HtoX_FoaA&*f<W~UTcSL!+Uy3`w3LBXqR8!D8=`1*qusNbbNmZRNOL)g$}$U2
zoTZ>nNAk{?lHEK@ctVRpPt}AU?oIG~E)cgHcts|uIeJF-uxb$vjDRS=d8>OGLH)sJ
z$w4b4{1fW;2`p-kf6=JL6e1T358snk<5OVEV+Gz!)_RD(LV~PfI<|YCo+lm!{HZTr
ziAyCbV+yH4x+~P!7mF4bf%8TNWD>AQql5l7_F=|{=rd;*yKmv;2u94&8P$8@flNcB
z6(*jUgMFPUMGl%Y3Q1AcLD{mUEsoodmq0^$oqN<4wK?s#BWPk*mXvT{%*`bWll)>q
z-!s0mXi$>eMRKQ=Ae!o8Cr~K4GfLW5poUhY7LqjFTF6$4hRvs&8^p}fiz0P&2bki3
z6o+Zw$Q0DJ5TCQbFH-3=_`!6<+q9M1!!1tkpYaMD-#mYlMt=(zfX$}cdx{%IZ;qP;
zDJFRNp<HTmNo9F|vBq-ZQ?L2amL4k;Ra;+#PEBzo{LdTY3x6$Wf6d>0j?H?->2%?%
zqi<Q}x@Jb4tgyg0o+9Z<_f`$qiWHLsC5$ubg!<&R$=##w0I2A6F6W6$@@2Z5(4ctm
z-e>a`3wbZ{o(namHEEOL<V46!ZdVHOpbO`0LvS2=IeH7}G<=RaSQ&MQN@>2EZaxrR
z=i}L;7ly}kpA~ZN%Co24sSt<i8;S%0a>wSUIdh}k$-*T9GFINB<70O!(iAk2Rf*#8
z=V=%>s{z_NZl~L$YY_M`MGV<GM5(?SgmPWrDL{^BIm=wfuH_%(M|5i{16K%ig0Vy@
zm461~Dx*?(Ui9emUx$ji&}A;t?-2i`RtVhqTKL*}Tqy{&;vh^~Ml;o@O}1d}ARahd
zFOdhqY>_FP7@1<9&z}!--2?S^CDcRokG@z3lf(EFhvGNCd<s`!!+)<LTezvcm+Et`
zvjfiv3gMGP@$@yj+&uc+Zz|gQqcf2SNxJ=sy&}cyq{<Fln$X~%A{64{_f<!-d^)$@
zqp{!2iJJ_X%(-`t#tWe|(bhU|t>a5Dz)a^x0wuF9Rpp}mxge!j$1KXFrvnD-dpaTf
zt*_<`L&xCvgKWRCf_@px(l#7Va8uImSmso@&D}!1h#!5c3mc`I?WSqNkGF1dB7<07
zb`#XTEgyy)3WU=Aw$rVKR1B7>h@lWw4<a?MgHg0XXcfo9_~PZH_6^6sLE#eK$rYZh
zYwA2fAHoGytVPF@ZXQxnN+%2bMz0JcpKKGrYr5TYWKVo+Qk&c;nxc*Cnray+UiRZ7
z>1IDAbmka88O6~&9c_M%&d;Ko%YNJ1vo-TCLt7q(kz^?9efU(?<7J@Up$}eW2NZ2(
zy7Wi=Mv|`RnMHFbI5GQn3$6DGHo5CT*u$*svk@8z(inU~ehKNnSHB=ZcUGCcUEDbF
zqmjBAzA2V+1ea&uhWZA+OQ>%S^3D7Ob`CSQ1LN(Pmal4csEd+h=kwt=A8JItZ(oo6
ze=3W*{U~bv+=nvS+W4(8%jY61cKMg;N^^`T_)nUd2tbj1B{seP4wO;;4e*YZ{%-(}
zHEysN=(|$w#w`<=z2l3st?fp<{H9dP>;43KN{e?o`zPHhYra#mJPM&tC?Y1{%xQhk
zJ?ZGn21Cxf7LzV?xKzrKGzovPDCy~K>Z1;nRcb`5)#NMU7G^upXkP)L#b>Jm%KZ|o
z0>7<tL^o2z=7dgeR>T^c-Uic#(*gcxpbE~3z@6_>*Rl|7`5%K;M9W(}RiF$0HcuSb
zOUPFmic||T{@;X5b#}Hj=1@><&j*$L6i|j_;St}#k>`i&cf!-~I?D`Lk|;puul02{
z?Iz`ELzMhNl5>ob6s@N4n^uk@wLE12!HT!|SFrk+dInxh_fL?S6uoo9@KcDVduL=D
z8M?n`t9E}ZxZUFKl*&lwM#IPiwHx)Vq-F*UmI(;lXwMAK;gI)KggQJHGq<BXO0&l)
z8snPM2z>Sb$@x#!O5~ra6>z&HTfd4X$yq;;ZU;5{mL>voTg+8qMdQ$HB~SPNWd6{h
z7#I_8A^rZ7e0YCGo$WKdCYN;F;10JwY;R>qepZ26TgK<=?`@DeMGit0OBdMXB~vL|
zUgtY=y(rYbUa<d>toob@irfY#Ra(tL+7U?7(<S<oiTskL&sZ!ei$|899`#e^zH4}n
z7ICTqt$|@(ws7hhHRSjtDIl;waZO1Qq`brAXMV2$?25Dty*C4ZavG1)twWC(2cQ*+
z;1(I`VV^X#nbS@sE3cba|Dz+ZaVX)iq8v4{EK1^ct->TV@_-m4gY$3x;`V(7^e%^V
zT)!QnF8tvg<4ULI5<r!nK-#B`LIGNyb5}d4So(=@Sb7^e0ruYl_bVC+RWM4FBclL~
z82Z0|1Tz=X^$SFs0+(@tp2gBSk5?A-{3VDjaJYxpf`G`H;9x$98$^uyB%ZZ{B(SJ%
zAEYiY3_wJ*Pt^*f|7DVCEeVKQe^H+?c!}1c`ud9H(?!y{YLw%$0nPlFePWKHi+!-;
zem)(XxR0L8qun^JpMw~nPxrNLMA3lDN9`*p!AA<UZ6^049LaL%Iz~e>wb&wp2)Nly
z?M3KTB58=6s2Gvum21OuMGC!<u;Z1}(nLq&e_`X`=Tq~@AJ0?FJydo{&`8m?$!X^x
zfm3&!j;hh@?8Y-YiJ{4=_R%OaN1!a5tCcVbW-}PRauy#jtNrlQz$tMG+|@p5R8Ptd
z9`9se@rZJiv=d{`Q7OPCPEpt2?6Iq`JJ~rn2+s6o<BhQa4_e&WW?ws8<8F9Nd|3l#
zu_YoLx%GOv6xn%n8>B7n5J6tIeE#SSu^lkQBGu&KWG-!wwDlK_^`}2kqHBBE`0;C^
zX_Efi%6E%`*OXN~_J|80)#+q^{J}n$nw}D#py}mwA}Whrr;Fk1|2^RSx(y3xpq`=Y
z0KP<`;h@?-b+yIv^v=&4wI+?sx<}3tVIhLLiF5kJ)@ZvWV%Md&pT`->Bk0s|ddxf<
zRco$$9;Csvn0M3utyrva{*1AB=^h;{Cu}$_b&IFHwCth_NtLeLmyWFIVbwOQYSaiP
z0427f?V?XfBJZN>)B{*Z#~V#c(t9{+w@U{f2~>x`=u%oynKMp$`oY0%apb9IlFDhK
z)gS-5O*tx*K<5l|5uF%+ClYYE2^<u(D$ebVib6lR?iZ7@<Tdt_8WOqOfHY87S#DOJ
z7{4|;u-*zCg&M(}{`i~GmsP#5{yfSB|3Z24Cdd6hiz+MQ+D&s=h5f&%tKHR+iS%46
zhTTo??@iesUe|nhw=GRNG{0I%A_0_GGT{sT<!Dpw5f?y9gxMW#ws1AxVjpHhVV;+r
zlYp{gMoF*T^7**W?It?${Krl#x5FF6K#uZd`nyd$!FqlIPJ^axpl8(m3KVPVy2R+X
z_a2DBWwJ~`Ht6c;$yJ!RLp*4g(uwO4k!LGZE^(NEr^c?ifkO~a;*WZ*+c@J=<UwSD
z%BxLAP|!(-emP)Og}GwsSgtNw((*XraM8bQ5IpP~pbsu<`i`&MSdItUh%{%rl4v}f
zACb`BejUr8No&bk=HufNn}eV#u)|Gdr5y7dkEhY<nJk9~5@PE^l}F}*lUzQB!-J;q
zLz6km+>z#@p=(9s-A9_sw|4IpG<5;<eE0a*$DM>XAKqLsTZu`oKximay;2Y(vJaU?
z4n#mUS$fdcC*wsJF6X2cMv&1QX*Qo%oA29Wch+Lca_k15ycC*{eC5aG<_F@=B|<|e
z%CirLl8IAEctSzIL1h}_L3AnAAHRE_mzfMXel$P1`j-{uikuE%Z<AQu9#R^0v=+M<
zLBS(Hqttn9Kim;rn<PECqH(cUk4{x^+rXl3)J=7lLmIdw>Jj_{DgDLjjwlU97_x23
zy}kWI<O;RtTlcv(56${>4IMjme^AqZb+S6NHGO~n>c9y>25E&I-MQ!*RVcNAbpTG5
z0!4A$RtaF{zRLX3CC28-CUbt_g2iXwwY-?k4z!Xtu@Id&4VbX45D4G_G8Zg}pz|}?
zLp@jv)Y~kUKDhpk2sQt-xZ%07HWvtPTtdyq#Kfkm=_lhp6ncYbCUtx4UgJ|~0vX(w
zCtYfB@2W_V@gbj{flS3X#rbk2Y<>@GRau8!>7Z@zHAsK@cFiQ*vhXG(rK9<N^iIqT
zv?>Ip&P-(}RD9#4$f%P3i?fDF9&~)-oLxuej7JT3S&xgONr+jWze3_33T=NK%5Zdn
z_evTIbvjvkoV%S1yn?Q|>k$GTE^o9VX*rjP#IIVIo`Sek1su33Y+XKsw_WXyZ>|$p
zn#>l0nFvV@@w1~o6CCXpeX-_m`5I2gif(}znN1(W+}vkd^2t161t$6Z5Wc?w7|BV`
zZUJy@3Y(i*BhyE#v*=Q(bh@r=eiItk{gOT?3PFB^K+9qr^w&L6kDf%LNUgG~-a4nr
zWY^TF^>-fDH_0vh&kIMZSgKjt(_fE{!*7@HP*dCHZ9NO<3>_~AKGJ3OdMA<PNs<LJ
z*f8hb5*WbN`HRg72KCi$>?X;I#tcQdR(u||);emnyX+EN?}s*y?6|)sEttluCu^d;
z9Nv=m2q(1Use+xb1h25wOJWS3<ia?9v>+OAaH&EE6V2Fp><!47DGai{8ru;6w)yZ3
zgNic{Qby#@yE)B(ThHu^@7H$AS$L%AsfeO8dzq$<-ixpjfKpA)?wo^}s;`wFmDO3!
zCn}n|8+33MbMak2gb!}@eH6`DopN78IJO%|873(JD!wzfN*aYlmuFqCv2>D1nlA_Z
z=;?%spJ?!yYDj3op)Tn2cY=QnH~%<73}Iy^68Nm;umzI$*~jm+e^+{y4PV|$#zRHl
zGk?Aa-2Tl`wls_?*iJZ*|4tl|=JP@yOo$baY)jpsJzc-nndxHZ1_s#iEjqh^ol4jV
z=fuJeZM|taw&9>UNhgNvb0orCBw-PC)8CF>uyYW1pAivF=OFBrk;r{kjkN(g?u+vh
zSN7rwk<Ovls<+rA!XtO*;$dls%gbA#t|9jii>ry)e|W6Mrx{~k=dRuD2*Xma;Pr}A
zPzgO9AJUuRneo8GBv*n<biuF%V?z31t9@rrB$yNYP;S#%uTVW*P3W`xBg2TXy-$%(
z{pWnSu-#gn0r6?N9#3;R_Y;8>DRv2N)WJY#(D!d>&}inxi!EfY{c})*qk}yf4%R#+
zqtAWH4a3oxoT+KZe0<Sh@?%&lx1!p^bum=R6{WJVUyFdj&aNfYyGUzNF5&UkPJ0zE
z_RH;KTgL1`FBocRB<_4xGl2!D=3Qkp*d5$HvGed~tJQ<ExIuZC07d*)`z2To_LT^b
z!j@cB#U``f%O<&?uCo13PdzV{Paye1uaz*s8Hc4==^loQHJR;VCF`;?+Y6e9G@;K$
zdr#1cmmQ=-+u~Dj{qUd7hrxo#QGK1PR)`sur+!s8Bv9Lzv9r7Lt01~Cs|$Vhz^W-`
zbM?$543{6hOQN6=T=k<Oz0O<)Vhwwr?Q?2!iGlVyIVB=PxA*lXrue82FST7?kKU5m
zBX+IMWfNCw1$2zc55?or!qTL*#3e#HL0`~=Z)k*crYu_Y7M)z_AV~ShJx-7C1ux((
z)3lw>w{~VNebQde5B**+);Jn=p0mk-aYn0L&!>4D!_1}1hBAe7#xF<YcqSa~>3mUO
z(u&>4l6}0_6X0SxX2_TY>|MRS!b5OTf<@9=)9?s|T-kK~7&`Kz*IfctB0WWLY{WIo
z`=d?D3}-Qcc1^CgDinj&sel}7OwW3H*3jDF%<hNt$tUZX{`0{?@HE(Am;tpgZQAGC
zBH**`hd8UUG(*y&%p@GqMmJq(eU(+d*0OkdOT<7)<?L578C<5z*EE_f9@;wSqSd~B
z!EbF1Eg8R}nz3<8Y~`6nqCNoTs$w$8=zjo1PoVcfsG8V!LsCcl^rxN|Vf4l8n!Lfd
zC!NfkAUZ`9I5V1%ja&=41V2x&m+I>BO{)GOKAimAU$ZsQs;PO#8d4dGp{NAac8QLb
zDTjIm-8F-`Ypk?K6*DZy8>YKiKV34r_=gnXO?Zt#x%%9gwG14&SDZ-}IW-GClZt89
zUEa+q$RrT&^%qx6e&h~^^faZx>-|J*&1C;D3HtR`V&GyrfQPig%jYtJRAHFHF`{m{
z<uK=nXPnW2=2bVP!a7y-uHz}J1+9))gxrI75wL_W4%M>kb`N##o8A)*$GQ&h#)nOn
zzez)n5-?}CAH=>)AVp+5$UHb0;*m!a(JL6CxI(R4J3nlx@LbweGa-WI(gji<c@Yvj
zPa9{U4ydq@X(hdGk+SLt>8!*e1iFy|n<qIB6}^_1)v>x$H#A@7fbcoNFxq0&at;p0
zldw(CTB6bD2(>}xaBbFG>N@ClE@3M|3hWn^qK`S@2gQ%8SsEBPB^WrdN>=U&b}uIp
zejVqa!^2dx4NT=K0bwkJ(n$bWA0J3soe8Q+PB+86ELan_Hq8!oi9F%_pf4KMw}R~<
zs;7Z*_M@i7jE$v<e@q8#6vWt`<}XLfbl(_89$xqM(^pxH-)(ZjXl>iq18g4qsQ76~
zy6`1OzZ=`5{f#xkzXv`U{*GH`jmEk(wEj{M^`^t1KEjn;KHw%N%<m}wt%{HwmbiSg
zhEk1*9riTNPP#|il>O-}j{2cw{UiCb0CZIg9Wyaou2=lJrv_0#UBb3N*&p`cGRj->
zo_zXUL=!8j_Ddwnz;W>XTTg3Zb_OJXK^oAtggwcn(=KHQ*MBk;O+Up3{cW3aqJRMu
z{rEP7ZW`aNSXciwF|9#%aq-U~zxU$|rR^5baR5{oIbu<ZBCOR#E4rFO-b+`vCz98R
z|Eo#36MOO8sXqjVn~oCWqf{H++m^H6B@dOG%uQo9)?l5rdW?TY=c@WGd~TXFcj1)u
z(gICKN;=LdM=m=`XU1`zxsvU4b$pVz%a3Ev7a9b;S^p}kAW952{Hn&Q6xSmG<*LHQ
zn=NxESH|n-!5Cv3_n4)a2S{0*6=S6JQ=!v%DntR>;GE6pCNS*Nz<p+eRQOQnR2ME<
z@=DD^a@|kW-5dCQ)x_lMs6z~jYj%E+XLJKOUA0~3pSeu!Fw?P}<koD#?#U#SkP=&B
z%O78>AVKaWG)c5inAj2Nkk5fF&4&H1Rn5WBx`id{IBU}h3Zho^b2_)FlVNie#AuZo
zryWj>-!Hz1tc5eO+%W4(1693qW^21s58ma`X?G1p=}t6T*!$s4<xqUgnasMcTfE|b
zwT2Fp@EpPG{?U%UrO~82XNJq0h{$Pl8!g7Y&F@RCWZq7txqc=Dx!#UGwspcq_oR=s
z<7S7x1(^2bW0=%ztq|ARG+u775O3}#%9Qwu3Ca!ch_tiMx$-F0Gk=5_rDie@w4Y}e
zj_I@2G1vyfgxlzLyCMoQX{m2XzA6~2nC4(wGZr<_k+9ZhEy4#%VZxnSs?~fXW{*nB
zv%YsI42P9IH!qWDD9X-n=c5J1wKHZ{iXn6;n?A)mxe=+i#N<sT7cy5VVwP(@52?6$
zYVgt+lIlDLCb6;t-n{^&SfiuDnY@9BGu%UB12a;Y4o{6KienjI<NvF8Q#&q?uDndq
zy-!y|`;qOj7y6+i)%RHNTbqq)GznOHH_3(72D^&o9?0hj+@)hX1s~9gzgCKg{w)B6
zl?ZSqX#sBCiL06&4q(;?Q>0zm=oj4rU`$hJk#sP%B<e?CkR&fx4F@qjOXbzWN$vbM
zxZXiV%y;8m7=sh{yz9RoGopU?eZC2>^nN4!B}5+ONabr51RGV0M)=Dgy0;lc5hK?G
zr%m3-DKgUmoEissm6lnd(VKVyJUkpmIkeV3P5N`TDl9-~yH&mu{iF8D27GC@pxcCi
zlhid@iL!=TKJe+Z)pdEPyH+siGpz&mbiA}*&A<PxF%0~>#?VEg@jurX0N*pN?tQ2^
zhs`40`|#a0$nT^c<SKl>lZ89g#(Pa$n0%UHdpaGSadV)#v2cOYEY@GEbQAp>3-f8d
zBJ>*fZIyNEQ59T%IK|=sG9}U9dPjD~NL)McopLVV{#(lcc=Fk5<E4g`)&JlvK38V`
zFCJ%A$Rv)A3=37XfLDeW33JH_h2yk4vie^AC6Uy2+G03=6#4I<c+Pj-VPQt<3f19U
z5|T`+h)5nfawfG5Be`tqP#$ct$#BZgkq68*_bIbuv*BUBVnl=O3PqnU2nU;s7|^NZ
zL%>M>R=dKq6d`;ajg0c9t48er`!fXp+|SI<9IhAI4h}UCEcdiF+2cb7*@I{6!bt>f
zZW{;Pznekmgmsb{7)MG&;WE~9GafZMHTCdX?$V&mzPnCbkdZGu+MPCwOZ@)Oc!S75
z)VTkL;;irwR6??(yebGk!;dRhE>tcqdEa5hPLHU&Sa9r4d7&&4FdiliTl~OGD3X*8
zUFv)}n*9>6Ax5uy_3_#Up?6sP3kBFNqFScf_p*zS)~>&iVK>VhxX4!hD4G&khPRcN
zO?}rVAX{?jFah{!uLz@hy7yrZJieIq_p9j4g@O4F>Gz!UA5#;ItX%Zrv$M_%8$W`0
zOdvozEMKa)gCx#%Eh+Q1H|}Y@Zk8DeLU)0Is6ju~?Dd}rkq^1vqNW*zrbhqbZHU!c
zwe1dxXvbcAB23CVsNTOu<7ejCRCe1Aua|}n*?|vNTC3QUjB%mSKT&_3#_&vL-;-P{
zt~?GQ*bPxsC1We#T8B<<TQiD6Z*|E_@8*|1Cui%zYCEG7=dGgqq!IqXk~M<mKO{#X
zQFSi!sKB^8|2)S+<$)pIJi;IF>c5fo)x$g;&!8xOp>`-~10NoZ(<1rBh=FmF(mFOv
z^LGuVIeN+s3&(y^;O7D%(f)BImZIjoY}`_|!GOuh;#Ph{Zpn0`mL_)dielB;xQkY-
zIj$UM>Dr|n^Rzk0KH)<QPK0#UB7C1muKha6&+qSEdT|kQ1q0J=aQ^FL?~f3&M67r)
zoVbcp(_5F=U#4eL<aH6yJfp2%GrQ_(NZ_Q=7~j7E6#6Lh7T_o^FZ{6LHOkdGc9X~>
z#V-vyFrsSj7^KMH>P(q@7p&xyv&mfs6V%`#IjhlNgB|k==n}e;wfG(0&uhO}v%w{_
zR4Hr!0;NP;0cHPbTbHqJo`deqZ#OxAs83b%aHlN#4|%?diK*xq2zj>`;kfHY_Qn0#
zq*lG1Di+wAmw*0S$eSs2f^lE44<`W2a%w^{Jw*P!KuuQT)EEZn0)p5eEz!i3b*~lE
zxBcbnb2M1)ZEeHTPWI2v>h?E`-hsQ)AYwCng$miGz_zAecBtcT6`aG`yS)I9-lAJ|
zvN5=PNT`$kDQtSC+Ne8jfr8b`2^zaSSQ_}rleCd{L+x52FA<qvcNXINVOD6$Tvil-
zWzC0)7$(jaQCO~viZGvU2D7t~?Um~PxXRP&UJABe0Ni@2i-#I1{9gBdl5cf4)8nnx
z<srs&dy3PVz@25Odu3F~El&cvtNx{X^TUN$J5rn7B`RoFy;zku>Su&}+$J1M<RU$e
zeOh>6iLt@{ZkKSOt<rCXXe>-@nGlsx>_=5cXo>Tu+nff1@td4Dqp&;z>)0N^`lNt?
zl<a)E0Q9iKG1y_L%oj@U|F;+Xn(<Iw`aDKQDHsoMxoM2G)oXcG@FLCD!<K<4CW6}Z
zHnDTXh~+*MS`v4ZzWmu1xU@ZC>HTpNCJe;7K7u0pnAK|EI!0X$zsEC3pUee2-A!KN
z57yl-m7D#dJ}(&kCgX59kWb2Y-A%d(($|~G;fHa4*T2+##5?LaZ|qU2=PDoxfMm0Q
z>-ftRdPX>5jbeir#Y3FX(AC2Gl=e{qs&}oyp_MWN#FQnZ_sd^`z_A{H$z+J47U<jO
z^&P~wIBD!DOB-zgu3P5aBHmk5AIKXt@$J+02koT1)$DT_6&;8sOctr#qw6buFX50#
zy1a*z%olK4yUh$^37ZgD`8Ucm$abkSx1F;H$_ABaUMKIB1U6}QmEce*x^T5LUZ5X(
zOyG4TjulZZqr<i@VK*Xz1cS{+RRxmgSh**gEk9|pV>e1c?zTO5JXipul|oXx=fgl>
zU-HfYL!+ucb!xD<!`Grw4COR{aZ1%9oy>4$3Q5zO?;-n~JEyUffqm*5aj2`>k*9Rk
zdQpkgPRoJCitD}i^<3-d0N^+S?4T_U{X<8!vHq^HY35eTWEeeGJowwuQX+@rmXJAM
z5b4X!QSEwrx$ymsu=gz-#<uVmU-f%wBzf&r?{!bR&tcD>O?GR|)-#IFyb3wqPT;ZJ
z*yH{6dNVe%sVJwOb7<HACmxCrT;am^5d|uwdleL|QutvDl;yZId<>VD&pwfz99u-$
z;UXWYt(mkD7CCBOvsD3+@*ozh)uSG4F&<8lMniFyz4nJ-yoL8?oNf~c4dvnWixL@`
zngO4Frw$qEMvF2@7KpO)@p#iCyOT_;N~hQ1np$4b`bVfayCm&uwu%yl>5VV<k_P~1
z9(^-n3!}*;D)u%y4a=iNon)^0$E&M$@RZPPAkr{eAe(Bl-eL?IkX-eDdXK5cB`7kS
zLNoI$Rl5%-)<Y%zGGDW`*My~i`pFzPgzNvrqfI~gapB;G+G5<oiV=F%_`38Ok1Wi8
zVI!QT<9aV=Gw1bfv}OHR6VU~sY9ezQk;>T~d-?H(>Rvn=zi<0rq*wtXR33%PzN+oT
zwDJ9=uow4(XKTAg>8uRgb?PMkeM#c8I{yin$^3t5@DMJ0uEo=4*k4%+xQ>DKYb`Am
z_j;k)nJX^O>wzEIuI1uAITII9-SqULT0Qs)i*03GC~Rt^yKz}gaaQP<#BuKe%#F&L
z=ha|)^OSw8>OSRQhbo9LOVt`@Id55eXEa|Nfci${qTJNRgzn;7Dfa4>N&6q+(E?K1
zeQy$fthsM{v%(J{^vGBoJn8t#$nQU^O4`Q?V(>(}>w4eMiKnf@K`^AzP&s$wh?!2L
zRlf#Lr(l(5($vanyIY-}Y+4Th<DL3j-(rNoDzF90LsQ=6c-zGOP{O2cd@-ucVJPMV
z;O--D)laZ(0Pa?)HV_;Pow3CncaEr+gpkKY()4(WeX}Z=AI)HLBsmenh|vFt$(|*1
z8?NFdXA*@QF<>_!)xC|OGt3v!)2?-(s0f=A#ba)?f0L}(yYXn`N%U_~2>A$zHwvjL
zn+J6ZDRS7c=nXy((s}Zay_IXXum_G3FqqoF#=M}&t>Kv1#uB0`!Er$u5(4+IPLP&S
zTDQ^{^ZV<G;sUa_!Q}J$;V@<KFI$35@Ht)%E=Eaw%V$tl^tgeA%D0<})0ni4rsfC7
z$jva9i1ylh^x_h2Oz4>LoVX}xDyQ7L3t#b{P@YTrhB%uATIdBR2aH%ty5U5<Aji&t
z@zSrRm={&udi>s~XrB6B#vS9ONv2&3I4ve?5ito(yJ)6jiY6Y;QxJaDDY#7D{=xRz
zj1G9dOJdu&xULEj_MGJ$<{s_h4|SlkW_53Myi$TY!vlF=S#oi?Wk@aUSYq{cZNHg?
zZ4IGqXks5zUV!*2C*7@L(zZCExqMiBXOH~&>~Y38IWIEJA*U6k4VH-Fx}4E0HPnGI
zB9GGN#dPL8B){S_aZjyZ6VXr3q#LtRDp!FAZ_UBwtpNrnHulNP`e{=g3WO~I@!>TO
zIGdffw7K%tqkiLaH<#cL$o4s<#QxyktjwktH{?gFmux|n9t-j*ziVAKHz|kJ6>NY%
z>sgQ#sWI`qk3+V!RV>w9-w&d)2qD`c7YiO}k2jM3#QQip{W(!7%Itfi+%atq@Zzl>
zv|)H#%fR{~8vey>Qq%pNUGksUX6I<sHjs!5|20ILzH%Yi^EVO+Hz&*|X?h*{Rfd{`
zB(n2PMgKmIqJZ*?<ZZh-bIXOt*yQG?TvZM9V1#n1{4R2R@3s{{SU5~=Ly{r(o0Y2N
z`|j7WD~rHuq5-1pM6p_|b7AVJik$3C6Wg+qwWKM66?#fOUs6zvE~=Jw3Qbb%Q6=RM
zh7{+7XwMY(wo&t%6Rin{y1_}!Rgz2WANnx}?Rv;|b=lyv;n?9LY2ixEbvG|5f8eAb
zos);MUk=!ci?n*}=?L~XCje@RRzP<{QQwF=0%f5KE8d0u9}pS|pAhtUu$fkYb$-~M
ztv`=e3G=TmNr14?rV!7H_{*-aj(z6m)Bu<6m-qitSH}}2KHt9v;KYAtKr8oK^<30B
zCyYbNRhS1g!o-&Qu_hu~_WlHrbRidUfL}?dX>X$`H~?u;2m#tJfE4;)Uo0fa>pOPT
zYQ1zM;#Y#0zh>pr|9t9QqC!g??%_=TY#LisEvJzbd-^s2kHcSP<e6)Av4gtWg%MX9
zB!8f&w75A~<NBcx14<F)q?mU3uMhg90}z`3CeB#JqkdpeS9t3}ehxY_JR~>yia)P1
zaE_Sfyo^`DPnV?sfv-a>RJ6RRzf)44i3j(DhEasPK42qM(B#D>uhA<-GD^Q71CD~2
z-Agp?gd)C{&!TNg@z!M|XvG%sD(wk$!gvIg3^%xYc?Bj%5Ro6X_t<({hiZhr-jc;K
ztp0eRfByUtOGg`AhUEw+SIYXEF@(&?b^?6jfJ@+2g~c0sYo|Z__iwT2Vh~(U^u{TZ
zy{ak0`-|*RL>?a7o2{|6Pf6Jo(yN#fwW$A;D}+^=-MR8l{X2F-Q1vVuP91R3rt`&@
zBQ2;3MvYP@c=C=x5Z)}Ew94m>kBYBb+RM_tG;L0THzE%*kc=njPT$o!&+BGRR^@62
zW_RwcNt5K-izEXUPC=0(;h#ru3ceAmejC!0+z=vt+E+&b)FR*wZeQviNi-g*l)d;?
zsK!rGZdUFNfUef|Cq#?+)z?fV-j=$M8}4wuS-kTjQx*lGgN;AGb^;W9_Ke*V1&{w1
z_%$EkuHfGWQ9Opvs9z++;0GeWxC9{tSZ9kn5KGQjgNg7MsGGl$Vk<f;-Q95ydyv0|
z1^#2KfDkRVV*LNdGLv!$BQL)#5wr59LcHRB0_E;kEw=O4##t-4$5>Qtz78)nvVCX*
zC-_O%>vI?l#M9QqL$Z_u!iF^ET9I={hSi{&Cj?!qcTHexpscX{9sz2pf|gD9p&OY^
z<aX*R>+M9*?rL*(J9#p4f<W3vNq@OgaETrLkkxZmNk<WKf0LB-_ORRUO}m}~J!%=r
zkmNp(1gw*^RmU*AGV{4wfom}I^v?H3TfLQV5#pQeA`jaK-BbA0R!_Uovw9N{*krSb
z48}`;tD#!wVFUb+x0es=D<8UlIPfjUGhe^(_OlkwvL{<aqp*y<v1&W=1?P$-!JL%~
z$yfH5Sg62u!|OxrvUa6(9$iXM0RFCJb@nJTG!lC$x-y}K@mU8Tj7UqYap%hR8mwXg
zZeR@9;yciP+`zmMO2dF<>;EE^k_i@-F%%H&5UXt$i{B<5X=<EP7%*;eyd8RYkL(=;
zTOoUOraZe&{U@*n-#s<8iCsmq=&**aCjw2IThfk{k3NX1o*amerhr7`fhVtD&xiB7
zK~GoX^o=h)gcbJXmjpMjLpQ<rvvdO^-3ToE%f?L+sq%?go9}V|MW!VAiyk{U*-+!*
zkK+Liby<nRRyi}y0Okeg?rg<p`?30MxRpjL%&*`3!g9-!W-WI<Xg&dJ6>#yEFLkGQ
z=-Fq0!I8@Gck{)H!l$gerAY9AkK#UyOJuM$ou9H!9LwU#q;h^Xr&7o5@b)>Os_q*@
z;;_DlO_W!T`ybPpqMIaW`sZk@S3YV)F}0RQt#6G%zH|cvg$0G=f#Q9>cDmmdGRB=8
zP$zSug-m<w8(^n%pn)(JVB!S<42+xqHt}|Pdwu^-91tLu_P=E`f!DEHNg>^Dd3hAj
zE0<_81a7bk(b>|7n5wq9R?y&G)5Z2na{kQ7H!4No#gB)r%ZCeuhzs|d<q_l_AHE=d
z;E_mB+%VOhu4Zbh>`_;8`w7wVJCO-~Yv${0`@r@=!nvD<u;x$Mk4=kBPr?a0qmc`2
zpEE|<?;)NWp@ZK%WBPbDY{mwC79LB*;%a`_0wOsKR4;}S@pPvF$C!I~BonzW9FUeh
zYn>O&9~DA{%0U88m+Wwx9C`GCAM`XpMCcIxT<uKXYd<d$*X2rG<KeYGchp7CwdQX0
z#|g+TMTXe6zDor?vFS%%K^55_mBI$=bvrN_bsv2l=O_K^)*Lu(dVIZ=g}LsbmD0)X
z4=q1mxk%HG(%8*ecc=sIzPC7W?bfjn@=l}ZQVJ4LC=6gb{Z{^^+6eI4(g?C3(fIw%
zzyhY20u@U5Psnn(2MtmR#<N!v6%fu(-@}-tyH#gtNk!##kj7;rc|Gk`EBT#-)ISYE
z6y)di+Da$-EeTQq9#uSb$N+{hbCu41*v^C(D>Z4{OSVGW)<|ovOPQY0Lb@y#WTMt>
zeQ`P_Vrb+Ng**axcT7I66_n_(=Lv*_jy{9Z+S(hjRK}yS3o}(ra_C-0o^Km6q6vrH
zIulxWRhfP*#!)gJotp#?H@d<4__8`;q0yCikEq0>j2gk2g9@nprJsPC*?2l!@g3^)
zRJItpe(yiAOC%`6bw8^`@LI=eXdTF(jP?^#!ocWjI407XtLKTpu2nu}PcQBt*>KuP
zEKrt}MSdT(kRaKmN%a{7vXsUX`Q;>iPl}q9iLX<fpU;+Kt5OzI(to54*f&5<6Ayi>
z`@2vD;zAR<GH6(x?VX%H!@(IcV2UnG+I*ECE+8VL#h=SRY+I*=P|v@9!V%q~_*fjY
zYb@Cz$t(<8KLaS;5hB3nVPf4{2hZzXAxLWENXNbb;a8(w<28*YOY#pc=oj##sjH)<
zwE<r7?+^6LLNPe3+vx|n;y<_)zMaNK5f&ll63A!)-0fC^J1U*e`}OhP=uPb;P7Pir
z1STaZk<a^h0JX4v;j@KAF`NdTS?hD~!*?#B*k6AZQ~nM3+;ljcV>N|D`!yC#aZI%S
zuFCviaWhFip9%Ym*}x{{Kqw-G&WleT0q*SybphK|qG4@Gh}8v>>|T<m0t9Kw(K*#T
zEho2k=eak_2$q#98G~?w0!h`)uDg7xq65j^gQ3&XwD{{V*LT<Lv1x9<FBWo3I3|Jw
zG!sVu?ylNj2=8iu1R#)OxeAW0tgPH;k60Kpd(-~yyfb2`rT$^V?Bd@-yKx=@qySYB
z37(?+zguYtPU2p0CUrdSwr}wtO_C@NL%tV<YcVXK?qn<bv$5b?(B~ZnW~_de5`Oz@
z8^G6wIJOFbQOguGS%Sk`!Vf5|%S?JckBwEtn1g~7>pP@5BPL8G`m-{ff1YdFs$VF@
z=R7RC)M$h1HR^lNe=i~9kZE*$U6XUrP)2VPJS;1K8&q*a#{D%r?E-g!?>?9ySQ$fK
zX&dVFc>w$~ol8{*n$k&J5*F+ZqdSJiTj(tjzpPwC(-Bj{XY)0uGnYrm*&KQS{m?~J
zXdbwg&gHL2FEl^3#K;|6CE0A!H<siVoI1Ks9grZTZ50kN8ehJBN?+frl`dH;b@|A>
z#mCU_L_Q3;gBHom2!VRd0QKCM8%*>Tr6B36zY~MX4jAEJ$Srnyir%&2Z3vRm{F`yj
zK0>4X|JZxW@Hn<*OHhm!GfNg(ELkjznc0%X%*;%-#VlFOY%w!4Gc&8i%-AL0bMAZn
z`u23s%s2C6=KiYsGIv#FWX0YYu_D&m@|GSz*tvHFE*j-?-Skq=rz-ApUQpl$8eaV$
z0M(o0wc=TzKz~iL%XJV{4clg~UvBuxE|h>|&aZUt@}L(JM5>Cxb(GRX>s8B3@KdwO
zjIG~GH04>Xh~HJ5h#voE*$jcW3renjd8i>I-1QGsl3oO?3W6fg@}EFD1BbT79&O8n
zA7{zF6Uwb3mlk=-SK*~tJa`j$j8~m%+?o0x#jdPhb6IqSE<rdnh_B}Q2{Mz63!Jun
zXyD#Kcwok}(D^uob~r`99-7^<jfg5WB6``zC!N-|5!NGMAvZaSwoo`gdmC^bKrpD}
zl4+CMAedDygm`Nad^YFz`<XK?sCClsy+O4&0q|BTOx!<RMg)om?LkSv;8w}N*}}Yu
z=_Vk}%`xUqCJAW&6G#CiZI>L3a_LnBYaGp+DPiAJ3f9TkoS;a`F9zh$ygY#n)=A#(
z5&0?J?NTwdjyaqMhaVo-96Q~sv(HhXmqB9FqNA-OlJ|Y3^*%yk^(qa6z1zaIlDUvY
zhB0kqq6=hD-s9PGQhPp+Y*8LWNv)uoe`^_=XsKeJnF0g>`EzJ|)o`GfY5dc2Q-!k)
zSOLEs&f>qiVoJaOb!uwg*P*Tn@dltciGSg6m(G$%U;Ddm4os`0Cv^$-)~s0zi*m4r
zLTj=1-@-E1|KvUXvlEq9{tr))_%EKKg=HqKA;*}JUs0iKL^TzKQ8ciLvTG)f)^?kV
z6U^uxX&n}SE6%TbFT0!r6>a{Z9FwG!a0#0FUeO8TcRG3mwzJZ$zf?63+0lQo%uD7R
zQ)C&UAF~B+w;E1_4;sPWOX4e5wFOu18}puqfaquacZxThEyrlnwku^?&#_0l;Gf@V
zo;-ikJl9YqRb#d_n_QEp`|Q{Pr4RC%-@9t<bRNx&=cICw8(jAFmf0rtuq3hM%EC$I
z1>buw1$pAgJ>GSAR<Zth187K{7VB-+s}~mjRl-xCQjJwANl1W0s%i>PHz^4!qdDLw
zWP(=PtMDzRMMWht^eYTd=K|0EnFn{M5m!C#BSk*Qm&nlIu(;xpucA3oVxoPyn5M(7
z_B#@LpMljOw2cE15&k%IJPZR*pc0aZf2I5bI%j{QeAJMn@8Y|g-4~iZBX<C$zhYuz
z=|F1!4>*u4<?|ud*H6EWZ6f2^kQ;z7fD}&q!G|VOac{;KhIm!Cc^Q=>ns)djqi_no
znJ7ZdtC`}PBi1?{FHysq%eXY$F%HL!o*S`|2cs%nA}Dh6shSXnCr$8=O4q7zZy6c&
zwrcbWN$;TJZ}?TSPvc90sY@Nlp11UN^WkhvhI3dqrjJ24+WF5rOQ3j6s;zpwk^iOs
zgY&~Vq7YarPED_@zKu6wE*4i)pIt1S_A6Ba(m^x7s?Smd25+_go<7rbeQn*~NZ6B^
zr$(eD>apc@KH^jwvon@Q=hQbJPhR-C4zvCfs{#lF_UXI-LBc>iIxB&Ko6Ge!N6UuK
zKK)&og$IkY8vqdG1*$ShX0krvp8)}UFiUqCKHiS!hd-dRvZ5;`h)IZ^Uu=$e&N9!!
zf#kzwNH2dNHLpareR&W!nLs-KVxOmQsAJ5g1=u)xz|_U<{bR@XCINY#Vy8eVR7wG6
z`dg{K_4XqT{r(eC;m?PL#Q7GGc10YZ!qE;ejWPYyu40-^!TS5Ey5pN*EBk<X-CZPj
zxe5>lgfJxiEb?@mk4N~E)r3g0IJc!4+PQ6w`NOj(phTrAA3huMP}ZoU@(6J;HrW;h
zX=YbA{P5HpCSyaW2)%QwmsP<6ilv9A>v>@9jA}N^%^mFg6wx&~KlsJVbDQ1c3l*mb
zEny3$gF*@)L|=B?*?k`D!Nbj~=<Tz*atA{)v3wMd1sZ*=d+3KArf8JS%}wl3HMajr
z?Z?Qp0!9F+TM*1A%mE`+ctLW|=TEw`a)5Up1@rQJSe-j9J}(?rs<XUyhVx8`*Jj2t
zd4q_0CvE0${Zp24SK#)%PuQ$R;0vV_A@4(qI;&A>0(p-PKKBB>0_i%(CA0VzkP?ZS
z4%r7VvAXI-^K&~wBJhw-n*j$ai4;VT&@NR0Qh4v0_sAT=kyP=U{OE`C9pDwDgMJwG
zYC9dxmQX|&PRnr#WR7n7=uiPCcH_wf8}3lK`(P*W+G&=#V)iBK0F)(Rd_d<#dB32(
z`Vx?Om<Rq5!fW39VXdcIpB(bA?M3~&YjQm1N$YWjS6x5f&7;f7Dam-3KzRNMsT}kd
zAZrvZ^4kyJy@x!eoD+Q(30uID7ILA~^D0{CyvKwd%a{*>DcPO18o057(XU8wq_j2(
z2Y<JbsMhwd(kBNGdg?^wHhvFLz?DcWkr0~FmcBj?Y{4avi_WjbuRB+&fki-I1(7!0
z5)bEu`HzYlkWfOEM;}(4TYM&Gtqo23_IuGea2$$>rgdi`;nJ#08aE>6NEldkvSM-P
z8yInM;^W2Nf00QuPPEjv+m}*J@SMNx6gFGmZDy*JSOV~-Ek(77q`3P0lf!7;6c)#t
z<i<`<ei4n-hZ5*((ohiO$!aqGGJx$bNp?qj_7D0XD0!v8au$vwywKni+FcF?u<BD8
z;6%z~_cWtj?eaj{>vM#ymcm-{nvVdW!iWGq3RbgMO+SrO>#;%u_a-Y*)1A*4=Lr*#
z#}QQ#EI%^yEO|3`oU!EpDQA2qcjisgfGNRKdr3}*C(kQajIgZD;wyi|>631!vw#~J
zpy2S$BYf(i@GFez?iFA0_;2{(@AUArb~AO)SSOrgA5y1+O}_#(2~Of;Gti8fB~AA@
z5@582fOi_4odG$&pRL`~hvDx^kG@CN|3qd62y#Qz*uN<~S>}h4Vb2|iVO`Hg%KFl+
zC|bylc(?xuN1BbruY+FMzP(wst<DT|d9J&#Kf}|2V$*iMg@y1`@qC!%W}t?BoUANm
zgo7byOWUZaBwE;C1!X1}sC=gma+O|_#JL^iT)AgNN@&lf!T0;D*O;ADWia;mS{D)#
z2<$|NI@p~gyrqfecQ5_=ww_Zq(coy`-|nOq%XccT^?dfHp6SA~C?fPQD~nd^$^Qe2
zhvIDMsbDmcz=)0ly5DTe#xk%oaK8{fX&6r)3)1ol$hg%fFC;%o1DQ$|b7uf=<s;hX
ztTh?$ba3XDL6P79#^#Crr6L^_#aIqz`Uy9d6S`5cjxoUG8&i>Hw}Q#wPr1iYdoXj4
zLnBzHQ$OG~)%Naufe3R-D>FfhA`3j2@qnG0)#+W;vs9xVF5n}b)ywhR<u6NIu&ynj
zuIJeD=sQm{2gOMOSh5!FQDACfV=+%Tm%%OtTU&DTSP7gj-Sw7RL4o!oO7Z!uzu&)V
z1tZc}?P8yE+O0l!BJ0JmfZ8n{@vAASFqU5{Rg~@3GvsA52infn-CY|ln62nTDb#SY
zkMmKx57)@WI5;6aO=pfcm0+n##&w`<!>Iz%NV|IEw~D8Z$yEy|y{r%(qrd$0=+Uy<
z((F?`HA<vpx81inGIDc_&=eMsbvFGmKaIfeFOo9iLw(b;B)0QAXSlPfX%l8i#{;X-
zuG*Hs%Fa$0P)_F1=;1A!Sa)GIHdUQ7pRd*fXIvim6!)t|Ui{S%^c20-2JhHwt6Wt`
z-rtCPOsm6IV<MwyDV)o3sSm5c<!{2Fs(ARFJ!~wM)8GLihm~2KPt`cB;c{VawtYD)
zEt5Xf<%t9+4$0a(6+|cO@dmZc?Ho!gLe70I0BD&}y4IX*Z4fOBBduP}%*iL<Sl!Yn
zPT)B?3I7eR#n=UfVL6@V5_JsP@ezF$752Smle=6Cm>SCcN6m&!`n_oLBP>=EHnM5A
z5`BhT-gb<eL&6zmSUnmcHtOg231ea$u-T%5Mu+ip>uR|&oCjGy#E1N>l_D{G+Ruxf
z7KYmpb2NGY$0y7Sh}R7W6Rj?A2C^|eXCkmotlN@xFG3ng7OX|wqObVXM+gZy;@;Oc
zeOr*u-(OmexI}0FsiWBs!);Nno%+TA2Ns~kgS^Ju277N}>!=^Y&8BiG%hlibsRHvO
z9<XjxHekWDlO{iPA-Oic!GZNXZFe}}7XL_2yNd@aJ;>jzoxq?dZ2nI+!}dSTX2N&u
zsEy!vimtzMB$bS>@K}yQmLuw^^_v1nF2d*WFq1!89?ka9pUmjy<}~bwwbGYNLly2%
zeO+O*1#<4gaCby3WoGg(w#ruHN#~K{V~`gL#{e^CXh${-m$49b8PW~)JbF~07b#Ep
z`ngc@=*<Q@e`Da#itm1<oR7%={D)*`L;?2f8ut!%0%>-@rE)24waBMdg(An}w>($f
zcc7Z4p2+$lVb;@bMP7*8`Lj!ms^g$SL57KGwt#;vH3!rp4ff2KUiTk0m>-(YJ(3VV
zF}S)I{eN5|P31VfmXSqN#|5dA=LfHH<y8kch9k`rHh0?FrQ)FX24gQVCs{L0wg1$v
zZe9Lr_l1jvIh7`7zE{#P{-1O^l|vNXCX5H#!DH3Nk{N^WZy|!w!s{t)q+as|-mgdC
z>TyPT`x8aV3*eTbIC9?p?@?i9H-hOWz|bbR{Q|S`^9^SyT*`Ae8aZqCw4bJ^4d}#?
zx=^!}L`?PS9<uI9+^6lyDKTFlO)GIL*75#BPV~F{3lSg}?0vUbVA%!U#|#VStxL0G
zRxz-t1S2M)*68!&l)PF(?@a>pdzTl$o~Eeba85hIL4-t}cNbVF{iBQd4<g<F%jrwx
z|0;d?-_nx-sD?LLsxcNHtB<leKxnH0Lz#!6xe7-b6<`-&)4p1HI52xxA&&+Mb3*VO
zU42d+{@#SoVGFX}SgV;-(?hB1L*&w{$I*2|5bN_$x4jTiD!xzle6nCZ=1UmQ`s;00
zbGCb%lHSZ|SLZWB<sq<9cMvGtLgV%cQG3x`#M9G0AleJ?3F88G$k73=dO8jkPDHjd
z!9h`p8LllRp?}FjHuEsAfGQ3yPmO=1CSfBZHQLJYYo2mnKTQ~_6OK6<?rNxcP&Eqe
zTpDIrwUb-0GHXxcx7*Z&q9D~|M|k-><$U!YY~78tzu~=yaEK1uT`%;Fjq@9aQZ?3u
zFr2>PxnPl8)B%2_pLBc8^KjH-9+P*OXf+@+CCoowZ<LaHlp+mG8{HG}dNT74FNIND
zDo1V&Q7>AIS{Ll97Y7d8L6p4H4|C`p8QdzGzA2n{9v~cBl!%??O(>rjoB<^eC8kZ9
zR@o+#wws+o5{pmy->|y@G<1&o@R!9$@3NPj*AYi@tWBjV2g2q(OBUI6)D(uj*2xPY
z`m?UTTe&qr1PWFrnxkPdrRS#EI)3jeK10*;QOhP*WygCj`|dsJR>7x8tbS=zRQ~#2
zxp{5<t<8Z)V!C<|y6?+0x}LxPQX$KtN@6jV#|I$x>X*3))_ojXL|~UJ*XF<)PQS88
z!xs&PdRzNe;JSpdKLd?<owu<)iHvr`uhG#M_8WcyK7vl8?q^`&kwx?yA05f_^Onl^
zvoZO)W_DZUCvw}h85>@tFVz$?4j8|Oy~=0r<jO_K_=GO>o5F6i@Lqs|g)>G#y-;TX
ze~#~$@Jul#?w6NU%wc;h4@s_Jr1GfmQdNN4)R@4JvpYc4(UAa%bMNl%u5fdRsrc-?
zIBIEIAD5raoHPu8|1juEBYiKqoU~d@_yH(lG_Bdut{jK{!5M0H%mz!>`4`kXPn5Z}
zk6&wJ;QG^2pq0=3>I(%$XFWVt=>4G0e=NTqZKJv5U|dw*f2<6)paDdZ$h=;KemR#z
zB;8L7Biko<I`LA&OBt9cvHZFZ6dU_pgcZ3$va$cfB3I!2QW}2DgJ*P;8`N7B*>3#W
z3>3v{;DmL#1@8mjRL`bh*W2C@1y-?Yyjla4<g=CSL=)kAY{jP=c>oyt<8I#0t41<_
zz=A_Zs?OE5XR$Xc5`I=7$EvE{<Gw$4w@9$SN2NZtl<3FO=P@J6cNG{dzDtcss?*24
zUoi7CV%9LsPfkz@Ob9fT5qhQkcl%Ac*sO^M%g_A8rwy_vZ05L07<F2uvqt#!cw*%d
z-?B2&4Fep_Caxk>c3DJI&%&1QKlr;umKVgVdM^qPou@!snMo$t$zG@xie9>XC)~1}
zghC=}L*aqt*X9tvZ_NUd`?9*{sZ^b<sFEv@p`}#UF81$&84XImOwg=kj*r`*N7_ML
zzssO5Z(ETgxtFTEP@eYOS@t}5Sc72?_hkxeNrHUqcZ%CL5WZW}7x69!Ydwdhb-B(}
z*7jN@#7z`~RQ<0)oBV*|Zlt_gU>hQZ%IrOOIiEM*RZty$$LUoh7QDFmk1y>{4$AJB
zDn6G~TD%aP^DVNO8I-V%u)0*Ys!Z@o`j~ZnI;s9BqSrRp-fn+Yj+iWrVfy@A?|xp?
ztJ53q2${-ACu|-xjIk@8E5XLjvA+KNt?Nqgwk>L8&9&F=ihs$vO93n~_>2kgxsK!>
ztfVvXs#gI<0)HGn!y6~1Bu8aRf9(YVE&1Qgmg}rJ#*aAt*<T`Jf!d^>ZMqb&$9Dgu
zT;)0$iHSaUa-$X(A5Rlmo|lf`OVD^YETF-JK2pGoN?wQGh>7MNX$xnZ%-@*Qyc6j@
zU2Nh-R(MJ$YP>|N8Yr7hVx2FPU6RZHw)rx+w7A_kmnYV_fcb}<mm)2v{SOIH!saH`
zZeSG%R@Ji=N^hyLQtIh?$$?pf+9s2dJX7k+6yG{<sXL>^5(ZM{G7)uI_qkqqdcnIG
zGTeQI*5sttzf_;uJi#b6wK;H?LTx>7z$CuQA^vHs+mobX)bcWc4r3G6rD~J_b^VT+
z=9-uwD%#;GxRys!dk)63BkGqFln(J?#4S7wjpp9|w_YcuT;MhEDNLdA;3|7fr7QTN
znk2`wF`OMs@x1EAI#%<*u-n;gvve&5B&Py-p^QSE;4AYAn(AC8^T0hA)h$(SUnOLo
zIAYcU@Vjg)1h9SVRCw$#eLr1hh>tg7b1@C=0A>mkYRrlAKGnNK^cZp~CHOI^CTsK9
z)vcuqKr)RX;w(nvKBs8yiJ{C}qo+na9N8^xu+_F_PUi{Q(L?{?XRn$)^hG7Oc+M3h
zRhF^j^1NPc78dr$J2vf4fN$<+BYNX`5WCVIB3GO|b?`w=hv6UviPgM0ro3qTQFTdP
z7&Vvo4u;Z$L)>Gr+sOvDnlt<?)IFa&YlCF&B;g)591{%c5yvjro+}+28w>UREhjEw
z3^8GGe^O)hB+I7&x4cPqInZ^jOSqKBqg68QhV5uvP+i@9D6xM9dIK!j1aXheYB}6L
zb}x2aQ);;N9x+O)v6hA|oJ19!{~(oTd{?}^F;pEC>NHA}nk}r{`T?+*xLcoy@OKxt
zZjkLYoA+DK85hVsVK{~SG(p7#>D#X5xRfY9z)%*`%1rVf3ZR+G+(o-l$tl9mI|lW^
z_(D(nJ8}jIQ#`KhNYap!OlmO#O8ltHjQm=dZ!7RhxoBO4WV-}YXmd~cx{+@$KUPZm
zrqd1c49v{-iF#gS5wo83bEvCn+@s%E1NniwqWg15Yau{<D1?t!*$lak?Z!v~KfHXB
znXL7voka$GTx8ZF>jGo3W89<A9XJgd)k?~m!64NyE1;j-(9ECdot$K%{Q$q;*S~2-
zWWu`^klE7qxYbvl0a@mLaXb-f^5*jefQ$DPrT4;n;=Y#w7mOlX0gb3LKMFn1FLUx<
z;zgcLQhH)W7{a2Ejf{og42&%V@;kDGTN0)^I-C`H-N({_96A{{2+1t@Pd^jpcx&h;
zS|{?F(;Hn}oSm0jR}@Xkj-G9-n_SLDQV*Vu_f{OnQx~oJW<PH)IbW>^@FtDL`lpL9
zTy}x4VmVu@Ctav~#DQf^1Fx~|Tapc2mttloog%PmO|Rg`iuY3+i$4&o{0_U#Jj|UQ
z5)zV8T!c8o&dl7uu5m;)m=-H4<TC4Lq3^AL$gbtQL$;o9uf4f<skP2P9@kYOd}Z}p
zcU-S1sL_0s!*2(tF%Ki1Zg`C~p=N>aJ2-?s%0`jR#X&DApTR8Zk#~Fjou+}8k<o1J
zDcjWGoZ-cthYz2Ry`0f*@NnAZ0Y%99U0L$&ez#2`BIt$pesa<^EbNzYt&inTSn1ss
zCO<POT3WMO-mc_A>`Ca->Mq&WWZUbHBsEM`{X4g`4+V!Ej0xBC=4>q|PE!lM+n9qA
zaV}dFQ{NFbJJ!~9s58Q~_bUv3p{ofSTQ_vt9=Sj~`u;GEh6;DIoFgTYOz&}}O<eHO
z@33d+&GO^;0Xkjog$eybCLTa95}+Z&LOah670%<{Z!&53N;t(f2S*TX(n*KZDq4&!
z%OUky%QR5I$;qjNKs2v9ojDnv>k#u;`*UM8$-1c)aDQ=T^?5ujwnTvF_Ld8Q7%&`6
znOZ}A4xXfWQk5BI>pmF0NxKR632pj?Ppa}Pw_%LdD37V4T?3~4z1VmUjOog6nmXnH
zkKIM+zG&WXoQBgI5Se`KvZnw+phhc|&)cOR`13g%f7tN=M|XG>M?)^UhB=+wu<2X+
z?XZWv*|`z~LGQS{tUY9P1y_5$=OoQH#t;>ld)^=rRj;%8-0)|7vbECyR!#T;QzQse
zre8JCDIBl#>c(DXR30<hHpY6{bJORCSyMKWhqOQ1P4^6TXgC%Z=jVkq@Sv@p2pafN
zaI2+cCr5?|Q)=2hGGB)!I_D8a*A%I^BIG9mG9%h}Lo5$i*}u53RuF`uXNs4f2Zr$N
zXeWgBA0|DyY`_&(U56w5OjcRniy*Rk`0AZiU}Db;Kh-=d_<4HdzV*m><2TOdlN(x}
z*k2^;g`NFzt1uH^PRgf8qHiAdpmNrw;349td4tHN9L@L~DyF!LxHSr06t6<YoRS1S
zV~_iFX!SV|SMVGK_w#*|3Z-~Wq4VUfc0vx(J!>Io7!~9wVTGqmHA<xap&FEJEP63w
zvV3Q9rp{8>O3}~pQtO5p#bm(3z?__bXQEm&zZ*ZEG2?to%plH2xZW;mN3oNZ{|&1Q
zN@CO-Z^?thZq9tkL)?$PM!NgQ`XL+RJp1w|g7Xs%w3SJTbhLbSQ=guG1|@2O8jyZV
zY}~-CXB2yD2m`Hwh^kA<{M@MYdTFfTyIyqGFP>j%rb@Y$bXqfBW51m`GBdyW@-J+1
zd(AgQXLLilUkCcn+2#dOd4MHD`zLEiiTwIiTRGPxp{Es(Re5xNsEcw$%Gq+UIC4M=
z*jc!y+XL>)Cm5YJ&W>YtBW~p9)}=@NagUyU+`z+f@j_Qp%>a7axi}azj@HF)Ia+ay
z&rF>+6oFXB!$oQCmx4-GaP>kPcC7Qp07YGR0zr;qvBn@i9HF`$BC9(`#;dknDA&cd
zg_U$j<73^@2eu$&^S&n2W?e^{?WB^6mBLQ1mrbvU*R`#ZjVqU#qlZb0{7TMYMy-!c
zuD==ZrZU!;T)Hwm_?RNb*&`Tq0m1%zNfs=7wJ(oqYO<2cN&7mS#1cDm5sbm4{&yY+
zFt5&NR13B%>V|BOqUp9=J<E>W?ii>xQ?;J}EtIMYqMO@JA{d)GFT6yMP*>#*AfR|)
z&nQ>7bxfpuR@5PJ!m;1AIm^Y6z7e^>Ho51V^`U-TyVFpS+E<y`**!tXvv`#F2J^*d
zFq;k_7a?l}3*CCZ?*azxQRD9ZTmB~$sVDj#Wk{9p_v&On$T3WS2i~|BOXeFmpM=YN
zmi=$T*QRTe5aURiG4YjaGerqwMYBCuE~(FymcvOc<+gL-W5X^O`Wbov)y3z8+GB^M
z0((x&JSvjTB^E;+h(cmpBnU?(FW^QKn^F5E8f?by3b~Vjiv5Yj4mVT!w_7b+!kFJJ
z7sny<MgweH6fpbJ{Oq#@8Xl{-%Nr#D+#ED}AEreRY-hm0ZvXn8w!7WD@73IO*@m{5
zW&_Q8sd`NVKRyf+Z=`}`#EgaZILWRq9jTc3RpVZ6lq52<YguoBfFj#Qf)w)JQM+Ur
z1J8o#S4-Ne2oa`YI0PJILvfgcf_i{874iZ#a@L<N6+6`kH55K`gtF{tIgBxC?Fa-I
zBHPOP%1Ho3wzvwcPn?RYJJb-|Y*j{Z@<VYqenUbW!|vxlI$D%_oefJtnz&ht3~ta)
zMY)V}b~{Ex<HQJbaDwuZr(p#jr2=n6=@^&^>rST{lSv}Ixo-|8as_2(%Hecr>uoCo
z14im@B?kGAYH^`8Rshg+LPK#VPyodJFGp>%G6x`FQqKjSIvWLT(hIcvH)w=9e@D8n
zb&*{C?b2Oai?VHezsj!<V;>RR=2MxavD~6aa3E6AHk78^q8r8vfw%RL_W$pO@8wH@
zK*RX@dO(QZG^#ejvmVW9V<D$}{r;E3NMo^fD8R!kpiRi!9L#AyttBMDja@E;#B{3V
zlAI+wyg~<r7%{*ZSsOYy+8gOvy}z^3H-}^9BxWRjf5XJe$j;9C_hA;+zYcSA6EjE~
zS(`YT60@)Yk0}x}D7)DLRUN*`>6;rFI1)1`Iq5t8IU-@DX97H-YGw!=%ntkp25}=Z
z6H`ZGc1A{G1|b_u8+#>NJp&^+24N#-GXo<rdp$Q|1_^6NBYRsLOFc&;Vn=%?;1>v*
zIXcK2*$dfN+1gkeSvwMQ5HpCHSptUvU*E?G8yVOb8WHpI!u@57E9l7t6DSA>NLS`-
zp$V*95WilBFDN+F2W&>&f4}+nP58Gb{CgJsdlvkA7W{h_{CgJse`FS%`GJ~Arw#m%
z0o|V{?LDCT{F#&EpWz(yzX<18{x61eO#e>@b5CzR=wSgJFfgDXe%*U)|H8)iOaBwJ
zvj5XU_J3g^$3HBTC1xgO5O@zDt>2@}zrs&NF~R?JT<QN+BM9#+_G>KXAYAj<^wKO{
zu28EZRkKtb#%f+ovPNu;1#Z>iET%wpY^>qPG1-{(6ucMp_pQ+4HVJ{2RyvsPQ|_H}
z&`*km@+vMzA3yQdxC(r_7OB7Z5^G4IW}ad+?s@gH{$K;hz{&Qj6>Keg!pJ7?W^)+)
zeYrAeFx0{Ia6p2atAI=UTZJcPbPUy7kf!XVU4t)5j!~8J)bdQ#rV)?UUW)v36}nBO
zW`=wNP1vv6e6=PRDxg!2sQw5n6hA<Q4CXnzW0x%;JOFF?o>eS%yf>2*p0+qn5XBYJ
z)w42?;cmkjQNBYi25)6XS>*bo#hhgF7=e&SV_>708+$`8yL|Q4vY*pH(HKFW(}&u2
zMcN+7bO>z)_+ZWrG2e35T7PNi^|Iwj{Br~0*R=3MPY73b+ag24ROkSrb~Uryru#Id
zxaaDPdcU{6ZzK2z$689I*zOWvI@in2YxZq|#1&b-qyfhs_^J)V^4Ld7iV(_yM1r?#
zml9xdb`)GE&8DKY449lKlT%!xKkp{M1y*(BbhO*^P+bR+zi8A~r{RAam|*@$uV2Yg
zpX$CD=zlE93rT2~WS#Obrd_8wg_!^4QI6VJ@?8I{w&`@_lRf<XsHp5r#5cde?@8id
z-6q7t;ck<1eknB@G{^<GboyThGi4M%iAjWPsZ*lGqnhOc2?zF!_%2$bKdZ;Hsa?a9
zBSyQDoqnC9X_X2ZRX}OE)KK>d5-EVEQ(r?bgd8blVV~k|483g^qz#8hWZ>fI>D6Jq
zJuT2KkLNFbpgN|yW%<&vrE9XlJMV(&(S#A~X-zD-JU$#WK(GpC-X4T&MXmb+8G@@;
z7T8us8_CwkJ&bb&Dbsq{x6ac#RZ)FNP4UR(zN5{9^o-d+_^r2zaKYB=lV1iH-o1vH
zO^dpDdh4{2og%Jm&0N8<JEqoGh`7VCF>*%%q0yFty<lyk1X-VlOf0LoG>_NAiM(lY
z1GgCi5v=>-Bn=!c=F`eeqHdo6)$TKYz7KEot#n@0UgT*Byb1KNAGM<BC3U3MC5fbT
z8XlWRqdacOK4UqMUt&(rmR8iyCw}9kwn-q0-@ZhAP;i_3N_82;O<u60RblBeKAK{a
zS8sp4`zhP$$pP?fOKnn9jstxCB@tvabb%fGYT#SW_PJU1y8hY+E?BFx*!jXB{{?g@
zo1{}SrYo)WPGLsEuqf0Of>c;pNF>-5ulOI$x+$H>`=ba~o79igyKH<UZItN6vvSGm
zjruemU7M6~FuY!x5_pF@4T=*^y-aE$gLKwxZgw#}E=tFwO-T-Ifo)c*++*GWrf)i~
zcV1_9{kXz3n3DtBgzNz>yWnT2X&!=BiKBIVmk({ERgxZe9CvM5pVoBv>ebmV2=QD)
zO|M2(jxz2vN=K14e17bIe<jMy@cjBO7OeM`=+A=1$j<rqlEwV@lBEI6f`x<x^&E^0
ziCNwcDiUk`J&5J+{QN&9;;fASx7W4OXdWqW0px)7(8*7**kq<~(U2mvr#oRH(lvw7
zi9sSkaON(Jslic^+x8@n;K!CV$X4h#3_)y|@%mZ*#4w%f#1LQ~H&a`M6e01TodJt3
zCVa+Fwn-sn2`eB&7}Epv{fm2ZY*#Fs{z#-j`qBy(?zFLLc~OLO-ak6(waLBbWgm~c
z4l?cRm@DkrP*{5j1HFxGw2KRU8O6URmlqmsp;rDr43O}Yq-B*(yCSvg$V5VA=fuK)
z-AS!p>{WurK3as>fJ1$9KpeNF=V<9rqoZ~Ukw6I@BMS1(QjYQ84MMM0edCCeavGXu
z)27Q%S^P$NR=^a29-|8*BnpA5pI;~T02W--W^;@gLJ_K9#2WuQ{-&uA=cAPBj9Rq+
z4rfyTMY<hQO_ejl&&h-`l~#z4vHa_Ls>5j@z<poN3yWpaz`H{`PO8hWLmY@k1(#pu
zo9dW}s<t6@@b}*;O6FKLIH9=2;%~f+)Y2^6Gu&_GA3@1n%r^c<=lJt?zB>mq2jf5g
z_RoJg%zx(_@4oP#e1rAxLI2q|-k<b9kmi2{n6#=6TTk<&ua2u~)+)w*<VsHfbcSF?
z>H0x*p{7`8&wLGuiSOIwdmuaIPMwK3k*2|L(~C4(=X5x2EEl^+jO?J>h5MDI$V8FF
zf*UsT%VJ^X9PKpge!}(}OGno%?KzRCe~87~Mq<5gVwPl7FK!w2v#%X}rn)b6ci@3a
zY1VIQaQq^TL^F59S%!OMk|>E!WLR(}sN*EAg5W4J(BQ$?nq44C$cPJ>--!{@;jlM;
zR`Xksk$3VdCbIgW6G{Zvo6AI@$APpmtPIX?9UmV~4WhZ3t!a+SmXFIZ>lrhX|IE#E
z=npneyV1|~MPU<;j!JJv6e184P^I<Z0pDp*LBwaJ(D0+K|1@1@UqHO07<C3gUZ}4h
z;!id|2Y)3^@S%cn%YSNEaj1+mqK6^)!oxvny#*iXF;6YZ`!k9tDLF5!zvpN4P9D7)
zZ4$AV0T6P~E^*#zS$Ttuxbcyr-RdCYpzyckaW2NotHs&n;UhIYFRt!>qRSH3(h?Q>
zp%SzS(52u5ZT{LrPL=OaGt8Ls0p@{mj`)Id9asReVmL&8Y|M&@5V$~APC;?p(~5~7
zQNx1X#>`>aL__rOq-J@5n1|sjxTYQ*a7Z<M6Wz2*E&lD)C^dRYXln^Afn}U~woQq8
zLx|lez1`V9MLI?C1Qge%-l2XZ^<O_M8`<}?UhxeQ=~}%`8<#XX+2mor{XmYF+@UU0
zJ$dX>^q+|Coqa7>m8$wqz7h~IkkQK1?t{(UZa)(ta7&=z@jA|0=kvrhU5=fqHv(Ux
z>pr84`px3JEU9YmcU=HLBjtNvUSPb9MRSQB>-yX%=1W!K(Ub8*1pzdTutbtR_WtHR
z)kHzfwe=A8<H|m!RX`;rCEpBceGFW<I(1wIlDK;L6mE=V3E_mIYf@I8DXtiH`|K6S
zlN;#)?_ugPk4m|R=2^ufLgE5=t={mtF^+LAhj8BbGfW;MVK<CO7tBrR8tviwGT#-3
z<*BVno|U-rK{Y{?A!vX6*06eKKeSH#E9j8m?)JZ!kbg(Z?Ef(#S(*NtkneNt9|)-Y
zAGlLq&;A{w{A=1N8adcF*&7%+5VQUjUJKa(0Zwa2;DPtq3Y?iTMuuj3f;O&j8t=<E
z8`EcEcFxaQ?`Y;<knEpNzOM)GKP7K(W1wW@NDN#D<b_3nKW*d+#9aSCt-$d0&#Ta1
zuM)&s|2Z-ze*d_T0~7I|Ckh-dFK|%+Udx}u%F0YYRQ1p0C@ZrNGrb%4j_fM46Eppt
z7ASKPGylV?_mBP!_i}T?0e_W+nDreXRs>%4f4=a40UERZp978A{{u8;0p=P12^@y|
z2RQs6FfuXgKOU8T1_AA20Aj`lMz)SldX_*?T1L;of|&I$8~-b!4EMi*C?B`NCMxx(
zF}QO(0K6QoTJJ`^7_LTJ+#CS1#?3;M%*i8ZBV;uI3I$Bt&$8&YpCv4NoxevD7}%!J
zVY-6qVOB17>Hb8(gc?S`O!=nHk_i<mL#vN6aVT=A!T_eO>nHL9#P7!Yt;j)AOzbcp
z&$N!WchfPA>+Lb4Nav;a(4|PSfJ@fJG4(Wvo&9X-1vX;3Ku){CHmkZicI-L<9|?uf
zZcxb44OE;E?t3`C;H4i|dRGkx7Z-0xv@Q2#e)e`wJ)dOvaH-%o@ip;NR}cHwYWS}j
zLLBs3O{voaLLl<C(qrE4^g1l=FRe;9SjTy7^k9dm79n{Uf!}?%Rad&p;04ju9;IBI
z9%>>YEzz5JDjqYJe^?{Uunp1ec&+iKo{C$o+U-m$Ki)DXj3?oy`U7tFTb0y>tC9fI
za?=`hL}nIe8%A`?t(RgpNKa)vI|d8|vS~ZIK7IJl_rv2|qzO=vfHeB@?bv!KV>WYs
zmOX)(rk78wp&hyr9x(VE1VjWx#@H+Przjr#;_0i$e7Q(1jzW<jh{Tc<d~xs*FO$l)
zqvXN+H!pLCUnm(V<tThl9<BhKUF73i)|FxjsyPMQIqz3&4&mq_pJT^YhXfcaZ~~h~
z@aUwI)$O=G?Z0gGIYEmR3l`p5X>{-<i16saA>3rZoY-~pY+^z}lw}8NdfC674tLwX
z%_$^K9{v(Aeh|UT<#CYSdfuGc4MJ}{>r&j(<KPbfl|_OH`wat`uG|^tsqi@p*y37j
zm`Tr&IeT$H2={J^9|(674-AW>An>dh74WPsm0O9@i3C#FFvuqbVaW6t`GgO&{_Q1_
z30R5L^1dCOMfQctaH>?#-APZ2YMMocgT=!R5D@5Gyb%7@e3G*hCj#}**5KJ$@+mzp
zQ{IOV`GG4R_*Wx$Ls`}fZVO2mO~%uA@8KgqMQkCjp!#*?48ud5g76M&bvxT+v{xH@
zkJkCm&YoE<?Oc}WG?||S(x|A?zuj-=#aZyG?}pabgpvj8qo!|ZeB43I)gcpd?U@c0
zy1s_7oss|bfmXDfL%1~e-r8;eoVLBz80*r5c8zg``HI2h&0c>tdrm1Bnxp-&q>~}_
zljG)Qy(C&<m(JEeJLRFC+`2|(o2v@Z{tPlUXwEsh5S`!#ihdXADQ4gb#>2)^JM38e
z?O3eyc(ij^v@MmQtLhXun1iUDFASpUHId04!-3wNgzxam_T@6W+|g@8|Ma+k3f9k#
z^_#VF!3-_g0zMuO-Z<&JB|e#2it%2qvDpl+c59dA$y<k%yIJ~s-R;UH>_~5&U#jd6
zH-YNyoZjQ?{b#T1+b%v=E*`dXu26Cd9u;gP=Z))EG*dn&-R<Abw~)MSUW$w-%a<)E
zf<D+sHlSa^Pz5Ob+`q*26b(;lnp9=pf2my8;xxYXBY*4nXm_hU)avL(Y4%wTT#oZb
z@LS|Qk|K{>tBQe^Bjmpr>P3(a_j$OI3wAHK2$HJhzH{Ia^!4c3C5T^FpxV8aSnL@u
z({$0|y_@o1XxCb#AUU_rgC75imdGr@%57327lAs@@M?+rJV+)X?fMAG*&?qE11~|J
zfz&Q_xm=X5)97AW4DND8rR>SQdnf+b+=&LUr~3$3<$SS|B&U<KL>-s*yjY=hV?~!?
zq<Us*A+E(^cPlyT*B3c|mY=#x{@g6Vmsj-b2=48T)f|x1z4v<0?$E?VNbtHhud_r|
z3~T`!W(K>B(SGVa_IKiNwpoWooW|hItH@>4O3%vl2Vg8~JcIakUOb_-S*@_`EqdL)
zwVf_9j6U~*%j?wOsFZnFAmM^lPrlCgj+(vnt^3Y$yQb!<aw?)>hrc`@Rk!b)6WRQJ
zyZDK<3CPR*HRv_Ld*&k9_+zSePOMy0hZ;uu2JN%o<PLiV19^d0v<@=%Z@L4~7km7!
zJCBSKe1^^YdlyC1>1`OCtDgOs%fX1LPOX47s)x~(<AieUC$#R^=LXN+rCl1epSDP+
zLsTtF2M4Igqv3?PV#tZr?XG*-*S)FN^*9G|a=e!gtbU6aPmXI-=Hb>&$9}Khzuoz^
zY%ZP%`CN%II<*#W1G)=@@`)F>wg|=B#o^uD;|V*p+wPWk7psZ1tlY4+86n-9n)Z`k
zJ&%{E-}c5L+pjx0?6_NBM+x`pBd20jX*>xA1NtbueOo;nx}ItwG0iS~BvaB~e$)qY
zA0^R27>!%?iWTF}-&Fuz>0<0&0~s684^2P>WkSE$J19MUyUxnZkH41{NEkzQ0Izc|
z$V~{qha%Mch+N;K&k9l`JXn?4{yOM#Pj?n!h4gkCT-I~Bd6&*(>7gb`mq1_p+MPG1
zqiG4e@3T`TY*ZYILj`Il&7=p=ex3cUav6OQV33F;;~(5G1kw}oj!agcznR1#Ump8J
z&`>czQ|RCH9~sb5r)lkDNj8XSI>!-`OlUlWADQSh(V`_<%=3+FwmBczt8kWW(tn0b
z)1<o#b$}k0WzhyBA|bj~QSsN`x~wb6u%Iv0K~6M2xU<)JHb0en<-F_l325J)abp5g
zQu46hytEpKUJ^)=AK=-lTE6bTJ>gm!D-j_lf<NVsk+(R5k_%e>&f{t1dLtJo1L<*4
z1PbcsC(UamS%hr===c<zljW6_b5p`{^|?NZP^8t8FZfYwIG*<6w4^{Ygv$y3arStZ
z+JHgzV>MHPvLN4w8;IF2r=OZ7!GI>+;=c(W@3+a904|5BuiT*hqKy%fc63Aw5A57g
zgX5jCabo3aqI7n!5`xRlOV(feLd#3nzK)ZI^xu%Z4AaaDyvCwIL(#jxwo9|{HaR|5
zQcw$T+G0iM09TT**=~{M+P6>TtgRi)b>&r6)D(OSktT9e(_Y@u0UMp4u7j>!7{<w2
zA&hUr+Q&5;`;eH>r|Wz$Iiz3ubjp)%@3g+kp``aEPbzZ_mp|#!g}6@0c<?JDyYxp8
z=sa&>*<lhwTxz(D7F~n?j&U8kwtC7*D0#c=yT0*oe%s#WD_Zl{^7zG@N8_Oa!E&pT
z%V*~}-{zjz78KL!^*FeniBPteV^<JSCc`$HE|LF5krhi{ryG5$QvuaFI%<gNLh;5Q
z$GHY@Ik8B`OU(GJ_Uw5$Lv>j(&Cte&v*s@+SxYq3zojFE?7G#D*1!l`v}4zJ_2c4`
z=Bf9M3I=~1<S!UpH#p;Q#nZds=f~QJF=@<hhDD3{#RmsXXYHXW&e-17?<~Kkrj4AH
zKNrY}tn&w~FLYJgRzHN>JZ$`+>tFT=jU;BIB=WBL`lz_o?o%rBcr^F+AaesVlH5`0
zlyZkb7Fod8w#$@PaqjZGb)t;h!XI}zkxzN}QpJ+)4$~X$OD#`>#Kfw?KI23B!0_hY
zy*)k(;)nAldUM54?q<Jpnboe%vd;$y>Dy5qAO9H^!$tl@y!(PKhj0wwJoDw3S_9rr
z0$F0J{h>B*lfUKWaJdTAR(-Bc1y(XQmqu`9!f-Ta+EE~}W{!@<??aa2m(~%R8uJ#G
z5O?QIca1h&Fd=vA#Ps`kF_5ip=E<S7h?qCMJbRJ)@t!oXUs8(s=04dP+T`a2nG}7k
z%>9uWjnwoI`<**8m)yA=JSUWB2;r4htj)x>*@c^pU#nk@Pth1`Tq)<^y!;O$Pd)vo
zhE_?5Aae3<XfSfI$4y7k4~Cg@z+&&?1M|e{grjYCc84{#B){+0P$vj##}Y<&mhI-G
z$meVCwq?sV(x<&n7XW>)ccv;dsRY~4t-CSj${rJX4bD!Rvs8MfA2r>v$6ApwR(fsU
zYAGeNC)S!uJgilB!=Ew%srTG2u}m5K6QtDRm-Bi#@9jp)wu_mlKyCNh%kw%S`o#OY
za+!zW;8>pn^%nExc$?Qfll9k=@>@b4+U%VR2Fp~R8&Pr_CnHdDu;vmX1~0cb(_gc7
zli(ho>U>1lUv?v(Ob3<7Bbn(!`E>;uQ2aJ!)4Z(*Ltghs0w*Ozb2PL!14`riot~nH
zdW$3K2aDh!epR%1lS4p2`B5hQ5IcF@)+yMy{CQ{BKTg)~Go_&Q;05z~-&`K|iw{Rl
zgF-@S?$qXs)1m8)#;5BfRt0fE2{X4{OrBr412_K9MYA?O&Q!yZ#cErO9HCM9`P<22
z)sCrLU+ZNJ0pD&?xW8yB(yY(TITs(;B!86Hu9FA<l<NCkuxWzNXN}ntK^o9$K&Pk{
zOIG{3Oj_XVKLgQsu;$63IbI99n_E@*s8?udwqd(^(ambjt>bQCQtfIA>-J04ahlXf
zDVg;^&ksc<8S?Qd({ngo^JZsYaW$-i`(;aWfcV1yfR7u|2=?yWfHZKp<fIf=FeSK_
zm9-XgNQqarj*XSQesB~2t!^)WPK8h^+UCax3FfbpxO3gIi`l=h%=YTh-6)1+xpVp3
zQ`41>);;n2mm1|t(k~o3waaG4_KyAai%$fMe)rc8+(Zal<M`CD?UpM$d~KEF``Oq+
z%$UK;^qr^x{L6Tobs&+6)5k_`L0ML2?U#WO(cJbVm=RLAbTIAwbODh2t9y2WwPyCI
zkn_FzA@V{?iVtzcqr=nShLqNmwYcL-1?Hp(iOQGOD_n*TJvN@#ALDOcC$~(z>%Bo?
z?Y~eyaMcVdKG1wQO4dk;Xw>N>B`VHpB57{%RuMRqP5a2*Z`ETJP56;<3SIj|qRmaJ
zQMnCvo>H#1(i4_^C1*dseG9WW>MW?EYzMDc$L$_NFT;&oYw*ez!B6eAPnBMCXp5i5
zeN%taj_PR>Pv@Y>XM9&tHir!7BwCpwMdI<efiaL-D|G#uVD>l6!A3&sWImxi%7r9U
zNb@<!Cv6t|`iWoz4n%@4mtr}To_8l9d_E_XN0E>`Vtj75Id`wR$Hi#8j~g$w>Ftk;
znG7!gUAk98*eMUzz(@k#7Kha@*QYndcTE+5CMqPpszOekU#(Tp4~_n}k^G#gNf-;E
zpY=$L>8oIV!H$?pkjh1)OU2)$hRIUJYA-4VN?|+0x-B?Zu-Z3P29xJ4UsnhZK0x|y
zF3D0X=s2ghc}$<RzI?Aa7a8Q-3(xVe+fLE(f;RE2#sb**SfK_N?YOxrfwX!qiq?D?
zIazPGjkSeu@%RP^s)<9=vHeh)4Awmi9f>bdPG46`Ll{k1yr+Q6ju;=%wO-RtcgM6#
zTHHNTeeCVx+UQ0G8NY~2`l?E}*{blcf)IFLy|4L;5Y7O$O!Hx^ajcls*t)m!O8g6=
zEq1C~5C^>5l;|Ms$XGzFpFyciGuAJ@&z>bo<e8TD0YXgTk0*OnvncW9SwI9oTDrlm
z41|j0!H&5P(O56Cf!B<9mJ*LI{iBK9&iBK)*l_p;!5UxYXG%FyO@qMCZf5r@2)}%K
zFOCOPY1^4i!td{6>x7&N=cW_t2)Jw8n!Il)OD&uy6dK7R)N<pNH8iyY6q$HsW=-je
zQySVRJd#)(UnylgFn=Yas8Q-fWUpK?9Y-|wYcEd!RGmhMjEnTV!bratTf3Q8-02I~
zWktzv&n%Hk4?9WM(dPBsG04sFT$w^BtCUt<Ou>t+ybPfwpxI`89t|Hb6M$k(kbYa|
zd!0N_ScC9OV&gksDxuphC?R5<WcD1nq!gv~c3x3rAs&yg;}1~G8?rf$ZM<ITKh`rw
z3gjacOW0=Hvh&L;AHbpYIBqqU{Hml2s_WLv3yA=;Lb@Fv<5owg(eVM9#3-^=(F;gz
zEou;=IvtEfc*Q|Cl4N~;Z85&;f5MwRKv_g59O%A~l1~8de0jP%UT!tGyB&QsDo6Yp
z*=j4{y?0raWj`#LN~?AD?Wde3nwxR7KaXLf%o&1D54SzXlx74A`$;82+*x~-Ba$_{
zWnEl~4o*KbPJpZ*=(%Q)Av}_j&Nt5wZ$oH)IyTzARAexzFIP4{YHSDPe6B5A;j%+7
z&5J0Ge0mTU&?-k=Ir73eLCf>Qpdy_F8mP_*;jI1M1{CM&GBYPe?%kFJkqoF8)VNh$
z8@x3yXIr+Oq02o1Da(D_?LI1tO@KGgJ-OLS{M%aMQ~MnQB|;C&PRejfJa9A&Y|18=
zX&G$+nDJm@#t`o2YPS$&<4C6J9;fWyNLqQcC1oq`kv0BJe=A6^nG?X?QeTInN-M~s
z!RadF_pZ<3CrKaI>4lO$zJ$*zDI1v!C5aXli0?XU`{1!J`*C~FlgsU>3hBnnz6M@l
zRmt6U6n=5JXGTdN!vUj0Np(ydJ%xeNoAM5Xbn|6i_5$uMg&#9GC}xtl4(T%k*!bKB
z=Mqy`%$QuFf;(aNQ}G~Z-g4t^l$W<6R>pln%hZXZ1Vi?gvrT%2WEf|aL~%N9`v;xp
z2IS}D;h0JgbWrGiTA7)I#-kQp+Gcgcx%5H{-gSH~uZ>YHqSu5F*r$&(1+g^00zo@a
z+4^1g2V(;hJ{p{z7D#GL^i91CgmwNXXbFx+uqRy?LIT5ct3HlqcjG)&15qjpc%3tt
z-FD4kb3FbPZS3Kc^GQe8kETI6uYVVR&h27IX<PMmt5<TmTB`l++T$Q}@opVYg<n_s
zGB>cGT}0w-Q01BdjeXv}J6|#>h?by$<#m5A`Pn!fRH7<pimmW?t~C%93*5?8SO!mC
z=A0NAJ9T+^xfds$q2)zz?{X&;i&Ce}JXSLY<uaV19WtqiK<stfpEa_r;&Bq7YPC?8
z(BGxSvA50_U+c41$;`V_k&}L4x%ft}9)skPCf<WMiv0m>OOC}-)J2<ju9i;|FLZwV
zQ*1yp63HWPf*N%Op42gr!{^;lOpdb5k7AsO{(LUJd-iyj!GUtMJTcjZXJLa>nxtu+
z9@#uJy{lQ_`yHR|X}`7lpt#%E5|e^*&&uCqp~gHb&?D-jlk+(-SqyuYX@Y)b&ei0Y
z><Y-{C>nI+s%>`bnixwjw~LRE<vP?M6W}bw&h2Ui;ieJ|Z||eYo}4=BQ?!!VaoM9Q
zZ40P^<!iw0LR)ambyr}sJ{=u`H(rl(&yohB7kAAw4xc*v?f%CaDxTPUWfsjLZD8Jd
zMU$4{lP;w-<m{*|m0PV3VO;B@<21@ks9H=?mvkr&KTWiL2R2nhF@nZDw+lbdCVWSi
zt!c@N9!j8o9Y%(bP86y@7`VjCtKidB55okdbcxIMfj&huMZ8C%ZKSnX<(Jb7+u?*2
z(OD$HjesAEBfaATfb=QW&*Y_U5JH@m#GYCaCi491`08r?#q;2*Jp~#pmdod0+5u}k
zmn$|yd!HkgH;sGU?w0x289c*y;D<;W7JPfOV*Jyk@}E6|&CdQ2LwVr(JU%FD*r;!I
z*!N1wdNyb#=dUdz1hO+vQOZO2r=wRSoUT=Jm_jQqS9WgR(93KNau4T?7IO^&N_mWD
z)(2C(v%ABK@Gv85a<`sUMo%hddqo&WsX0Wu1`Lvq5^?90s1NRdwR6~Vlor~{8|%xu
z+xv*<AA#Q;C{Sxd0~BQ}ZOSwJph`WD_g*$1zx^sfox`)>tO3RRRLa>|+Ip<z!{MwC
zeb_be&^(}$xGjfemN`>X-%nO}Z#xgguWOrthD}HS0Yy?pFY|=9EDd4I`1RS@*k-qG
zG*_$83ryPy$IDf@ETwKVkbQ(`c<G>%lyYpfRGEky9#@i2;cL6>%-r@uGam%vm7m9G
zhktu-)f!)k`{^A3iM82E5S)92%o5*<aBRF;ixfK2^A1AsY0xtl*$cUx7#$3ZIbQt(
z$#}`{6*iYwP5UdrSSD9(7RjV`Bo`}+$k!DW^tueDTNZSqCq!i$b2>c9cr#OQoQhA=
zBFhofMooCMD7KA=dZh}@9u3O8-Q}_*V$wpoYhEuIW4XZ{;-fw#ylpQhHi2Xk_zmbX
z^mn-eQe@Bt<cAt|3=2{sjM1``f*3J|_9FI4$f72mu;NB`)B7Jxwh5z%bXeks$x<l>
zH(&r$B(_*Nqj+*tz7g~0RqkCu$aWfJ;L#bs@$P5@gB_^}JHW#bk+G+YD^SEFA<|&r
zop@ez^k|c%oF4s&_~ZB)Dqhxot{lu}e)60=ML6TXaI`p!4M*IBA9+_9E~%P~P{kKS
zB_f4i1-LKj>siMNfUwQP@5{LbBc)X~*OBbxV0!dXG8w1N^mSR)#l^{7lcO@3HwKLJ
z%^)wg2e1yOSTqt$Z6_LRIc{xkodP*(d0geGQqvb^lmvy>7=Yz=NWVr7^&*^)W;+t#
z#f{_ADzqNFtTA<?wI%e@xlJ8SoOu^SZFF;M6>r<0=e%laYAWi2V%$xcsiRq3#7a7j
zHE{XyMy$=p1$38|&)LryiT)c?-y9uT@U)#wY}?MpPByk}XOfL=Y_iG5wrv|5+qP|I
zW9!Sl_`Tn$f9A~T+f%o1P1RHN)a}0U>3T?TIRbjWE#Y*D4}ZQ`kunJowwOK^A3a^?
zA8A~3HNznZfF0Rb>Bbwl1CYc#yAI90pj>W6%xYe~qtF|#M6{Z#wWv0>%6p&ABu+^l
z*fli`9VN*yR`BAk3F&=mVj4n<QCEjG+NA3;L~2bDHHEh-p9F?FX}mlP9H3tb+_W(9
zp*OofznbxneR$1Mrsch#<|nhPtcUM8CSf^6>o^K{?T+?E8-`v^QEI@@OY0+d*ZUiH
zE4gZB^FTg{9QLQxnnw|<viqW7vwR=H=;aF-SuwnsQp8pay96N-!Q7&h9AuF+MJA8`
z<&G?EoQG6U-Qhunv$KswNvD0n)8kkojr7;)eSB{7<Hm~7tja`S<7wTj%?8U#pwpQp
zgBM2yErlWx50QXE1S85SpS7O3y$F$TeD$@iw#{gm374CNshPlunfx&B0Etv>>by*X
z5X#Qx(4+~80yJ(>UjiIb$z4k!n-xkc9R!U!-66z+M;;Ru4JX28fQ*u?{95lhgD}};
z)~Rjea_jx=JxpWs#1z)z&Pskb26I4Ytr2IQLLPF&SpN7?j&ha7gZ9|o^H}7LfLx`?
zg_~D_ZZ))<z)7pWY>#=czo4$?2i2rzgBRGSSX3K5qz!46ERa&;y6xZ)i&7y=atb6^
zV3dgANWK6xw|B}c${z9WDqhKRe^+hm>E8WWk_Tqg3&~=~@U_}anE2ZQ?y0M(ar@?V
z9dWn9xz0(NfZJpQ)-)H5I;ZKogS3b<?QBbk+P4BKeFLPq@<+LZAcozGKE%6lw2@U0
zOR+RDXkH+r)@^vUf~&JM>f{w!02=nN6QJ+lyRUCHeiP;2;sjNcWB+0m6CfqGd#f%d
zhWoGeANmb&q-#gRCjDSkuksCl*!vt$Y(mcFj~UIYC51DwTsOSmL<yGR-ahg@KW%#I
zH5Xqy9%&Hg15c_*6@H20q}Fo0+f2NA(Qak2nhhG0z90Lqo-W?P0(eUY6bpk3TfENq
zapGIjC6yNQZO8%s+!#M5%!G76z2+~dVE<SSyp}k`mnxcV^TA?7ZWeDFt(D07Pw-Aa
zm`FFR9kAF~6?3=`B7zHgKch%z<Dxx%l_+}3KfPYo)l$39pY7rtf7d=ygc9X27s5p3
zrgR(YQjYA#`kcpu^wqf6b}ku^;ONchGQd;rDflJj)UxsD?Vsn6<xq<{!h`k%*OkU>
zg|{J=qeMXU@e;DKjacT}*7p$hV<TJCj#vWCqhdlB&7nP{CovP@RVBa_Pj4XNz_M9C
z=Tt;AG&J6$mx{V-T~_`+WLljqMz1`*v;|{!wc0#<vY#F>^1XC@K5G<h<btV^!`@UR
zgmzPtwEJ@@<q6o7gEggg@=51iTo9!d=Gt8vPjInLx;CgD5Hp$E#5y=DR2c8sA&I-?
z+aR?-%Ds>Xcus~B990>CA0{)l`n=Iac5gc_uEWX$)hFZkL(Y+!@C%3<jkBnA9wJ82
zW`=TXX@cl+KSRUSRdc@=YQmbSG>Ivm{1nbhlXn|i%;Bhg@ic~zb+yH}boKFzQ6F&l
zJS!J?nKKLi7`YYsJb%trxX}Kc{`pi4XMdJ1;KqM(d%LG2;DfcJOK8?yG`!ORMS4|p
z<$sJ6G``j{_Z*=5&>J^8YBH9jR;B%?)6z_Zj0X6f=9>?tGLIx~gVAf4qlLMgiq)Ka
z&F;<jF-bxc_3CQw#d+;O(iBCCv8F#_59;)3{JudJQ1aXr1w!j43dMIJF>bnJ^4VQ4
z!vXh3?S;#?!{F61N4RNcQN%p!TdO~T;A8Rx+*@^0E(M+R%It>Q*o?etXpp&Bg0Tn*
z1t!7YDdlb<rTb`*V%phuiR0~T%5X$4L<sziC&MttVh7a9)zvO|H&<~}RVn34l&8z#
zsx;Yt^&{`wPoM7LD=6p6lRQ@IU$&udIR0#7-+tB`vb;S?b;43lLoG)8!dg2}<#<0d
zn@M=80w{_r|HPv5n!PWkeeIue$-6v$C($VDm#fsMqf>gGrHP0%LZpS*TppEk4w;{l
z66D`)EH6j4dL(2LALZbozBrc5Xi)p}Pm|>lvzQKExd~bs@xmxmYCqA8I#z|VypQjw
z;}uP-RN4Vm(&**q+raA&D*B(#kpo@nH~J&_yZ2%y3eA!zPP%wU<R(98P{c`sHTYEY
zKYG`6nq(z>CFh#NQM{WS;osuRqrUVq^L2q<XZZ#F7GD-cqF!V9d<R1Y3Chw;a?4S+
zOQ<E}Kr*<8n5L@6POzYX%VDvJTI@8FCw6=Iy$Qca`IyEHI#`DOm1wC-wkv6^&2o^j
z(QdWTV_^`1s7m`*|KLqYpj%Iru~Z0~rcEZ$57YXHbiNIx#ElwG|1vGQ0%TM{Hl@>R
z0M^)Qn_RU7I*lJ4maol&iux!H4B{I(T(;r>ksiAR@hS0RyjSVn@2cNTIeb$ergW26
z|Lw(gP=tVNxQI&?+I8SEPpjJLjmTu*vSkmEb4`)WB~rsA7sy?Ur5W<+RSn#6LjC-q
zW)6w9pEJY(vXdycnEUbsb*{hIRmJiU;yF7Xqi?-gE%uC_#MTd!nkoM@N7!cjpSBb#
z9owy*-2dg>)cp>58LKd^)zIz;qs$Y7+Zuvp4X%Yo59z};S;3b&=_KJR*8n+)XK|2m
zq-jNFN2_^T+JFIZaRjQVzk-H_NpEod;S67%t36^e+Hf$YTF@o`O(h_N#ik-Ps#!-}
zZaZfO6W>B{dJY*o_}&1ulvWfds8{wWi4Ua1rr3cpmu2=fRFS0Az9X$x8WDel%rAw@
zqUvTdZ-8JpDc|0sN)3r0)B<pf?2AW~K#5SPS8rY3KEL@2GNDhP`Z7bB0OGovb9;;)
zpWgI~aZpg;X^hp~mF7)I0r8PW0mZ!s6!fxkY!siEVFG#?b~PbQ;p`kB(t<-XYi@T}
z*OK%ADvc_y<7bCULjA*11B)&8BTpIc>ovJW0elX~rld-PcZ4xUh*fCAjuF8+aCPJw
zDCFNKI;0dYD(bt$Osd+ImB-6a6Qx4mWK8B--t96ce@+!;_F<<7!dt$s9jIQXcC|eu
z3H+M9OJ0l9c$!IT_XGQon)5mGw37yg_M059g#957DDDcoN2hD|;I^`K*8|e?m7VAp
zrsK(O;NMGBbh5>6bowYZ3hsyC(mEvb1<nNdCbB0IGo6pzz~pn<H+Mf16(Ak^>3JW(
ziE8ksM<;&vUtfwG@x8@+<QJpmBLl8P+e>7@k|27a?UuU`<vvr?g7K_M(yF<CFSd>F
znDvJQveP4^$4t8XxluuOSinBTfRxt^3@Pb7R;8@u2Dvo6%oviOtFW;U62k*-1Rz6K
zr*l~Mx6|Kootl?`D)9vLIY@aA9;}56aHqDuMAnuw1IQ*`am0b@qDkY3-?J)GZ?@FC
z$mzXt$(Rg?>a~ZRkjCU!>N3Gy_dpq^<S!`Mr01W7>DeXnmwLbetUvXzp~()whUmcd
zxYg^yGY8r;BmXSS#r$C&voxZwO`|y0Aq=iIog_ww5t{u8oUEbBV4rq_|0zMY24@qz
zD2K<=8>;K%$6Q&IR19@ww6wC~VR^t9ZC!zVUCHRxc<GiMn528T?Bsej=GX1jY<uP_
zVm@mE^={vs!^#>ehcHTkX80>$oI!I1p#WeLrm77k?SIJ5W-Uw@{JjZSW@UE(zKz5J
zmX5E=0m^h;_i!Gai@r2L$lR-y?^mA0%mz^5-K}wZL00eNEuOO?rE`HeiJhx_d+u(#
zG{}0{wo+g;2|hE(N{X)LyHExs+b%n(qG+7gTTtZ$<FWmGs2ivc#b(*tCoo!xff=L8
zR8R!2)V(w78^?3R;%F$u!^i@6pi8Z%3q~`c8oRS{%{NgNQxUO^^we8o1_)}-1<|76
z0BDpvv5=7tf7jbgCPRd_QQ5~8*>O}2U>|z%9uKM!H=brz*=5w-Gl=}U6+JN2Ib$XM
z<c9rRQe?%OlF({s=y&h%Z^=7$RTf+4$(5yKiiea`Pg0T9n-rOe(!{s5uqa4|&f9J8
zJ3!ja%;fGFI04n`S%x!X<m!u#Ib9}UfSCm#f+38kolQpl(kn1njAkPlAS;?^<VT$P
zJwu3THD#`wvl@}r(LX{>mUdkRO~nL^n5ImgDXPJjT=~us*+hM-p373Er*SeApj2qq
zSCh#4VN`2!lNI=cdU=(|stKTmd_>nHgv^;mb3#-c;iy}sS0jW~5MGYU3>lyq?v^t@
zRuqENG<>n-MS-en#NBoD^pn}-$Xl~4)f+lXD5})dRMDCCUaZ0cS#4>88PND{Nc=*F
zjIA^iL!)2h?koZ%L2Wx%l)0d!)o*hza!;)bz&E{;$>$4}KK!bLnRdR}9S_(VfkWQ)
zM>%Wi!lX5ih_<Wi&K$!A0pTCaxzpt&E+9DqMP*501Ty%#vD$&}5#M4!wuT|~)XRev
zSigZ&5(HFmMz!GxEJBW{NMgIxJmrsw_RGY}u>~eL_}*~=3Mg<I(ronTNd}!_0nGcP
zywLki)V^Yfg3P=JXx-@UNqi6QpDFi?pWkO+=7&@aw!Xi^OqFcmJ&)I4{u&mG&d5>c
zW>n}fUa8~T30hqRV^7>B+@?6DlD;dZ|1)QJ(TCYPZ}q6!8=gG6{4sDGuHM6j_n5a@
z)08;qVLl!t3x^MDrzM^=Rvs;x#l6xyHOJ~bYc&&(^To<kRrrQxjz{?D=>&$)Ds;5x
z8CZNKPWrKb%ug_TCY7XzyBm&=J!}u;I&iQ|{hS@1G~tzKZ&Lo2U;zd#E0aN`;`tHQ
zAPb%-B@?g=@+8w1G%7W}?Zj!$#vWuYz&SzsG=kv1Uf-2ln2Q^7lVH!@?nuAB(anft
zlMxxg#0g9@69AMK=YlTxUoNUosr;4B7Yg2Pl@v%GdX_s1YgDL)$8JHDiJrx(u4CnW
z%Ne`Hsz${AqdYv8<sN#@_B#eXr9Uh%4S<XVy;tp`*IY=L`TE<iZyF)S(~E;5g<Vl3
zp$4>`Q|T2Xj>Rq|BNQ}RVU4IT=hP!$wp%J4S)wKMA>%3iT$CfQxbQ$&Z$WEI#q6PD
zANP}SDX;nuqtD&T0UVZB7Y2CI3vgq1bYeoTj4O<P6E)9Q?M%ZgW;CiW?1mM%TqMH0
z?=jpxB*Du-<&8?4nS^!*iI72_e1Gm&r*2U$mhIPxI#sq&0bEv-_wW;q3k(h<;@`yP
zRVL!q{hUy;`go{?czaq5w?gr|%BRAWSrs{-Zbd19sl#J3+H8eX#?zrfjc}}lSG*~k
zxtE#KRJJlzG2^am#ms#^1`DFA5E5^V;4#)_FDo=F0|c^lw??qJ?ZK|VZT{sS;)-y(
zi{{tgKRhoK)diLLCQ?|3rnPs^(3w5MY;4}$4LVD#sVzf~3#(6EAkc0Rp!_FjLLV!f
z7ITtNH8L4GZ1zuhQvx{?sc>-h7vLWHW%)$%m03L-?c!LJ;LvLjm|7buGCJ12XBj^G
z#fwj^iNesTi9`5?f4?@ohyV$*Qq3GN();^dU5)gyc$lou{bcH~5dJyUAfe`0*sh4D
zt`!(CXo<9c1?a7`?iMWYL|$O5K~aqn=4}zTBuaP)5H49$7R$})Z3L8{H)Pkk%ngg~
zKms~^=YXXfiQi`P8nn9&7*v9$vI3`B!K*bWGK0Ehi5~BtEJ&HKf1GS$++S&C;SIt^
z@4`=lWbaC~(qe1%P{SJJj2X?AgsY+?4oTLLU<E0pd^w_R!PJ^>0)Th~ZW7r^N#j69
z5X!PXzY0Q)Ko~M6`)}H&eVGGNvPA`LCrB#?2yMutT`V|Yul{GQ5M4KIrCpCt;XY6E
zGE?;0>T8Ov9ex!1ZOV6)ivz)$oI>~7bJ>ma@_20K{pMO;!{kV`eKoTK@YvUHF(i%?
z8v=NYDopVx^=3#vekE}S=A}VLJG%AvpSakhwl>PRRC3KZ<gxn;K6}UV2G$#fc^&zQ
zBF0eeq%A=}Cz!t-u*GY-#~*_SPZ&+e`>xEP8F_}p`*#CvP`$%L>aVV3GFs4fdj0L=
z)Jbn-v|9hVQ=@Y$FKH4_YX(R2B_^4bg`soomg~;My-4wEyS;J!wM4gMIJjfuoYHMB
zyFXv}oZ9`UH~Y%Bj@Caf>;Hb`cJD`+Pba8Q3@Ft5frK{+<56*@gknk6TOqN92rd)X
z=D!Fg#|gHsTG@b>dQMIaot;%m-hgBY=uV$N;_uw?SjjUlXt*A(1`OXAf@1p9%&Gz;
zvISUN-zzTl?S8(`(JT01uDHMJ))O-g#V216_+p&7VoD^d%!vVRZf4B&^avOhZXzRH
zl+-~;duTk24QLrrb?K&@%4W6_y?!)|Xx2X1dB4bO1YZyQxsQB$cCvWo^?rk14>iy2
zkvNMc5|Ce9EbJJ$p|0B-I;a?VwyEH8@RKfcen~Yo9Naj*G<OG$2#o9)K8J9UdIAzG
zhjU}z4Ac)!o$6e_pyh4Cq#lZ+iwXIm{Pv?o(fejF3>Fp#fQVMvAE>v-0xxohl_G%a
zwe+~Bf7*#6`i>1tASULU4d>*6Nr(zD1lAJqGM*oTymKP`F+8)!6&0lLySq85nx*qK
z?{0IdQ}dm7a_iTln4EJ}M!7OAufrX6L|M&u%YC(U36!4!5(Ih#%Za?w2(Sxr>x^Uh
zK^&NkO@R-LqYbq06B8~(yo`o#fmE^?f$c%v%Y$C|C-Vo(rL<g}BWCW%!b5mJI`!jF
zOTbow&l}=7SFAbwA;LCzLX6FyiW>Zbto21$_8Y&ydxeeI4PYa^VxWdgY2Wx2CT@sQ
z|3)1k=f$6L(@?|pd8PgPd5T=NgbO-B0hK*=>!hD!>=P#568nNpqHf@`%XJp233Sfy
z<90bgbma`0_4epP38>fMEV=9(n&98`I-!nwD%_jExnVQ-X}WHGO<X1FG~&D^=<|bs
zy`2<+H*6YBOreae5*mF+*Lz9Xc$Wehn^4BHNIr-2FJV%4EpXxvqP&=1lhx+K5`XTf
zI#p=M(py%iChf-K?4<hkUG(K6Xb&Q1!6uyoAw$}*sj5q`)@!EW4l1?pNA*zgf*N1C
zRi;DHs+a5MYl)lF)^$pDrm44U8JA_vsMy5|CEqjE@yo4d!VSjm+{}ZoCMF0a*u#y7
zHU6>;ziF-)e>?5gMhukiH~oHEsw>-qVp?nJb|yX`BXl|9#al3Ec5jp<SDyiLhhpcp
z`bhYz)W?%5?%q$`lW9$F*tu#Frg(8AuY<xH4T(8sB^PfDU&h3}zjDs+zfdVK`teaA
zU5?39->rAc6bK8bArvVlKpz@8osr@6o;JF??s(Q7|1!{zh`?Q6%GV9uNN~tfU_;gz
zE@roP%6Q~<=H3+3Y|?l*W7Q(fR(oe$MqZN9)^p&4`i7S3s;I;_?|P$<@(P0xy5ula
ziwC{F;%498FCbjv{E+eKjt-&_Xiwu09G%bNYBBqaeTPE2<go{ru>Vx@N|#||WCxt)
zp+FQP&R=MClk#$Q7tc?XusZ}o?w|m!O2AqS0-zNP#)zu;C<$}Dk2j>FC1tmER19=<
zrU>WMyxGCUPpU4%yH?O`rt=9dPVx)DN~%W7YipU^srykHySk3c6+RjotK{j|-41B8
zX6Nm#1=e$G+>@vsc2IhSgM#frNho>UBsvKRa2+rZd_%?adHH(D;xzF6bVwE5ojrVi
zM=3~AOGBPMs6_m>6`+tSGzK#N93bJ&qR6GiDG{n>^L@^!1<433jy4CK50ikNsuYkZ
zLCw-x{OU&ri0`17V+9{SeCt*cQDRZdfdYV;4if-&63WGQ7$1&r1aq)4QNB9Y_wvOB
zo1oZn|9R-BDZVHL3xLzu#=Czph@iudLx{3Q`+vh9eC8giDVY!u5Lljet5JLHcE<U1
z=`NQJa1`MQA;Jg6|Mgry9zPx5%WOCwKiGFI`^y7=4*!`47jN*6l+Gp=ZkA~J)M@fT
z#zrLbM(yL<r4tU2SobUDQVf8OW-venB_P`Ho`*hu$PpJ&#Q_b!3ejn8$Mxm;9sM<r
zJg_+t6DtfFg>WNFhIE?NOAvURoHS07XMc+Pgfcm`p5Hl^U-H$V&yLH@-^%xIlK;A=
zN3qxGCU9{&A(Sk_*+5TGS@Kt>)yOm~22Mx)X0CFXj4f2aTT*j7<GJsVWafNZqBpy5
zY52StDM~>=_V=1J<a>HOeINx8g-}>wNTrtIOReK4WB@mRMbD1n@%=&8pWsdkrblR`
z7J?B)H0+J6%inzd-RCP<kmoPCWM3uD{}M%1-?f<zfhTTh;bN!<0st`+Qm5L<_j#1*
z|A>1H@-)o2zgpH$TW9e9l@|yAx9<toK!usIgy8?kc8{<i6%&%W$7##Vf37~pg1(FE
zF367+Rd~3PrOLZ@Rsi<|aisiJ>{>Tmq&%WJLs*!Kj=wc?7gRbSDAX$1hmh|=6+@A^
zQDXesYT0BqVM?uux4QA;&XXJPzw(F%5Cf+~yZI?H!q6<i4UDlaCERB;XV(Pd#EkHy
zg~#9*GvL^7Gzyn8<C?<E<L9x-k(xw3rcn#Y4%H+dISr>R`}xk94y}I0CsS)xN|v)P
za8aN7v`10TnmZd7xf&Vc93-a6fg_6BT+ihn2I(zu5zsK2ivJwBkt#Y`$P1+`ZnE|$
zI$cOE?Fc?UWfsfg0JUbFh@O6~lv-^JK#WDsr&890O^pfhmE=HD@WEB!Tz(^Eyb@hk
zG(t3UREidJlA$kpb@|V7{)Gh$fDih5(<c-oLzGHG$w5jeY@Ug@#?xyqyI@iqVXaVe
zt5oym#XBoaS&9l=LXV)-J0SUK4rM;9PRFms4@hfDvH<-HjGbL$|1#v2`hn%hn{pCn
zgiVWVL?HBc9QVtCTK8r}Z9hYL#tcE%Hl#(wF;9soBSLF-ND9)N2S6tGQn@EMv-Ie)
zq(Tc>K<sIk)=V8Bpe>AibvgFnNfo4Ei|cAukUN^Vq78+((`-jFsiR+$qLQFIg0NVj
zN6SjYc!eilH>rXsn6*>jIs0LJhh<XYqdpf=lBt5u5(9^PQ5ztnqWPBU7m^XVT~v+t
zFg#n9{lDhq4E~oK5C~3r(Ku}PW^GM!@n`Jv%(N}~rN?>Nx}kMnFrG?QmJH1SN0wnz
zMtlRaK7J4r+&9$yLN~vME(m)6t+1OLUivW&QB5;rM0e06;T+Z%=EriLFb?K$&`f0A
zrg~J>OT5shl|xIcx<W>@moYD9{K83&EzU+wq&ozvwjrBVB|0TnTpl@^J@=cmZk~OA
z=d3(f7Gr#oHF!gSIC)81bqRC<GLVg0gd)N!RglTNl{Q{#Fh7*Rbeei8E)l6Hz}$Ug
zau$<C3S&kV6HUOwJ0-I1oZ-9D%9k6M3Dr$AhsswTsS!Zl={|bH=#Gn#aQHoTm0Kc<
zUFVvLcvJCJk_*~5Gma6e=MnyHB&p_}uS<hb5DfBN-lF?2d=yhxVfO!LFA(6cFz_#3
zT-<8qNWUyN(C$-YIY_^qFhL^Vr>u<RWDmfH3na=1^14fK=87l;Pp^#dlJ7HJ@#|4C
zt%NKXoAOcx&H&`7u<OQpY4B&UhZLb@7d3pDF=p&gGi#FZ7o=X8pZt6yi0|vYEGgxF
zASwSNbcev$uy&(JbD>#R+plet6Ug7#Fh%-MTe!seZf><I&dkt-<?V)JshHrw^TkrB
zSXQyOR7_;ADRVYXH7NaSR0FRwtb1vT!eVSSBw6PZ3Pn@bGu)_Sn@0nd4xEu`<3}LF
zVjxZ7G1C!7lC5{ObTiPfCvWQ5#*N^%wb=ShY5`Pup7w(X!pGnN*5H&9^^(|IJFy87
z$3Fkx!cYRV0ewLP=cBs9G=w*;dJM$`1muz0ijQVSPK1)I_m?S_Qgc?F#7vIa4C27L
z(&p^a8cf+{#iTwOK#pJzCDS}gx-K@+b`(mAA`RMonw)9)fM0!Zq<|>Xol%X1%1H>;
zw=$qV61nyDC@+cMHH6h~g*ou$5V2a+j|kO}iH|EWE-h`1c%s{rtnL~MGQ4!`UL$NK
zXy4p8@0WBCs(2|sZtR8`4a3^oLJ3C(Rc8`W>+uS0oPsd8(>+ISf{1c=9QE@PZ10<&
zx)>?RWmo3nz??B4TPhPMq*+aEDudq!4y=D0x1dx!|4&_1uc=`eozPf(HB{&7sNer1
z-I)?ODcv>9$ft+#-m<RP=M2$X3RXhkzB{zc(|CLD1n-`>Xe5wSMEKnW3O&%Wv(df~
z;TtEnubHOzVJM>|Kfy&tn$x<G`+9Vv9K$ikfxP75Bp5!wGX#+3a?=%N@e_N@*|r5-
zM&*qRydESdnUs*RWyMOdC1X*4N^<X-&WHsoNcT%;S);qjjqbyZl+R@wx?xx*4~V9O
z7MZd|Q4`@^$Mnt3{9c;c9xp(Z60fwUk~uTvn(0+b!JJE*CsUw9rC`Ynq5A&!3Q9?n
zO$S~4S<CANtj<uD7e)<Tl320|$c2h1k+%zF0^UXzCzX>yZ%fn@<y*l-O-04j9+G%B
z(t0oOztMsl;D+M+Rn_iwhyDDHROJ5DFGTrQqIw7heshbKcV21e-QA#AjR+g8dmO&f
zd7__LwR`E$4GQ+@Q%wWd><U*xX;Qm#lm$?f&LNhBnwTj9L((>_zZVySccn<SV;}T~
z4FCQ@CA5i!_~Qho3${(HGe>$@j#cqDatz;*A&oBpUb!K*$nvzpf|*wXij2D!OJ_J;
zVC|P>r-r#-qiG2M;|?y?Tn~`t{!13uZJLXIf0s-T!=M=~8*gWgAe#m$03Tq;fH&xc
zFc|9&XeSPhqskbcp30k}qw9i%JkyV19&BRq=5e6xk5*2r9OlYOfi@BxDS<DpZD2y4
zXNw5@Iupa4i}dS7WspigxB^K!py|zv)c=KT1~Nra;MJ(YEebK-^A-eN1opmt4w-E5
zxOhck%#szgz`0z@fdMgIg?fEzr7)<k;h7pLw!2}Js<}7McnVTwp3-;RyBw%*48pWF
z&8)9`5P7=bbixy~Pe!ZuL6|NnG~M7|-H5i@tFb*SKo3bFCB~1@a?KXr$x-f%1}qhW
z^;G<upV}0tkRkI4bm`E)_v|(9SS^v`se$y`eeo0aWeH$lv9W-M8@ue4FfuWU51LS{
z*jd9^?iwnH>;gO$iLm-nfdqBb2^d*IAmJp?%t=)UnIt^;H>DK+ZUQN;bcVRw|JlOh
zzfdb4&oZM^)>qrhITi#aN*n||OYsD;L4^?5D_!A?r9waY>*LY1b7b&PGz8CNE|nop
z?J35#DyBZmdze8+K)Cg*B(br+bQHtIs}lb~SJ=`vwPms2)?(aeelwNUiZW++0)6~H
zvMvQ~D+zpIV_q>{K7)JgA-m$ieIpK?sJiog@GfLQxq)Ca=sVMRUSci(A53PiKx*#>
zGtLJSnng_j`XBN2Bmflx>bB1P2V4EaXw3@9$l!<iX4*er{x6vR`-Bb-?pwN$`5&k7
z&pCAe^7~E91e-tedHNsy{^_}X27UZB2_p&Lum4*pZh#o{T|jpM+6>nxthJIe-#?tU
z-AHVII$ye$S4>NBXGr|~V^S}4eddbr@NtrgXKb~NCrm6ENd~H;v*dwHK~FlleMTfh
zW{@5+0@ADJsggocJxxw@S)FNMs(FuOc^0Cjbzo>yKf{ihne+wBbbL4&(v04BB%mM4
z@Z?7oBvfZ1Y6EVCFaKMSG|T>NAp0w0IO;SXH{c!ME1Eae>5>sOZCg>t>S0$a(Joi$
zu=loEXgt?wwEU`eVBV$eUq7_rO1Xc36RD-f{c~rcDL54wwsOC*hEK!oM+STAGE}#X
zw~K#9?uDEzgI8E4hk)Uh_LAu7yU8de&KpDr>@R-3cbtd6E~fD$(b0{zE#HfyCL5h&
zAIUnu+k`AwW!T-3zYKfjs`xzV^{bnSg2PVz_dOgL0l?;YV?|kFL;5I&d;1q>0ZD6T
zxsktb(m6K24!-0d@O=dXl^baP6)K-=5EJnL%|D(Y^-`k--iX_^P_42RG`~UJ<wn1<
z?75-2jE~|Q`*X9$gxE&qB6wD(X8yvkF+4iuQTHg)o?*6s%TSJ{H|c8jkXf9{1+poN
z_}LdHct*8mif%bp=zK>xp)Bt=e2?)ZbNT!rV?-3=m=(lN&y9b|gIHgMBXXgDK0(?A
zyzCj5iFVMBhp2z+%>N+9VXZ6fX+ig8wsfx~W=btlAk1dgex?<lS23*9oUnExPv_kJ
zQ_IOGBE}>IsU*CqXINHqJ&^#9!C)PXpSzKi%Id#!CNHrKDgiuOtlWCte6(NOS5aYR
zce8tmyKuEsM985eFs<kDD@%Id*)KC|e6`Q)4KJCsVHQ{zDv91~*@?jL5~-C8oH72R
z%s!M{HHX4j{Yor$qbk91V(5mlYp+S0vAmdp3kaq&a}M6uc>R03Ry@Lxn3b^ZDrH*S
z=NGv?|ND#0p||WL#=Op>qA+X75t3<3tlS-+WNOT3$EC-ZH^=oKsS#sw(ihob%MqG3
zm(H!>lWiNv@RE2cA==<^GWAS&sfAD5gl&uLD%5E9tAG+`*vHg{nc;Z48~;mifg>@Q
zf6j;HTmwR;lvXp>+hwnxVr5R}%?2+kAF)8N3l0j|mzZud37em4CMOjo3}mTcuAdl;
zoI8fCiycv2{@U4BQIc}k)S@3I1{EE%ygksM-vsnVmI^W|LOzJ=fh;L}05}M3Y<Q=e
zb`X}gkFWrI6w?BcrrG+jGXgE!bN;-Sn1$%OvBnB+JBwl4Rn811C+>*dkU*Q3@nH)s
zYZv)l;(+wjyL`>sx$fc?*_L@Yh(M!a9@zMUb8pRdyj#)ViP_iJSB*>8)@x|+<gO-F
zD6qTVP?>{>BY6_MmXj4v1!0bIg3^aK6Fy!nRj)^uGW0zL!Ie!{Z}c^<R5tFg%vvbs
zrD4mo8*;hH>?kX}0hKQ;sykB<xYlSRo_}3hoYkw<XUK+e>sm-Dx3@<jj<mdajL{>?
zoe7<L!r4M<{VE@7vzmIZebq}~s*{hasN;mQ8o99z{ewqC)jfYg#?F5wV##v1El^oz
z05_l{eKlH<G&2lpTDL~X?!TG><C-MQE@L;2ni%8tNWTtvfbe39Ri@xE0QhxZ9aiN$
z=Y5Ddq7_PV$x>pa-O1ty44#G?L2=zhm}A(aDE6L`EuvjB=<G)&`au-N80z$_0)TF(
z4@?8W-!z3J|0<HkOSzXc)Lin)H3NZ>?1c=n4<f8G#SjD%96OwNv`<_*k6cHr-@MoY
zjT_Xl;nf8KXAtipgW=Hljl~=d6cf&NCF(0y@`l}5pwsOY&9DNcG}n7nxiRc}t!Tdb
zC7|J(nA;d3hINlA&X37^bL>o4jX6;4vFUA(!(MHEW3Eh%DlQ9OlRxD4jl-S&ig6Y*
zWI!CJt0JBi=1VpP8!bC#vgDT)3i7>EvIr>QaS~%`2NyDR?+Utb&&A|HOy@%pM6*w!
zuVRv@TH?Aj=j1IPFG|2cHzpsYA-^vby^0{wlv*NV>R><YZDp*1I1|Chi45|%(d}`^
zoPda!3-VZAvmO_e@pqB}{HW#0Kn(7)b$hn3K;zVYkSAZsxC`Vj&cvnK_McJrc%VWP
zXFvu73#KS0-;BOFc8B%Q<0kIkpsRevUL*!Uo7?5!^4Qng^#Y%7P8mBAA;VQgMqyVv
zcZvohty#i+ILR<=QDbmeXy(oI`t4+|wB-44j9DdPsF*^cS2TVoFb{I_W!E{>^O`s}
zWS=Xl!<PfUpc=)@RN()&EejOEn^IWYy>BP42exxE_x0_;uui6cs#KipltrmdjX?o8
zy>5}l*f`d1T-VC`;Vw;RDhM@%RaFx*{~4#U>fw$N_+<lQ!)x7Tt0Jl0qA~pS$reIz
ze?i3}OiS_ppzip}tirPq#7FL8&VDsbh&XD8;d*IFar#ha76JRs1U<7RD1KpV%Y;Iw
zq=a>&AG99N;F$7onDU6K*RT_uq4YP_piCEhB^|?q`v=V5x?(H)`V|H0OvR$n!<-VB
z=Zcw}{QTS~hSiyUzj@h4U2<21Ro&fKACHigPbp<yiE2r$xWg0yI5-I6NwUaN&lwb`
z8ItL<);jpy{2vi)OaDFE{dpYF;;`U1Y%hE6kVDksi=ghi*_2e!@KyuAZgg^m+QT)g
z@c}L@H0%aZim%4lP+UF!E~H5!Xz<dg{YtSwR-|^{_TKQAg7!GPghFo}iEV!I?bof(
zkMouK9{m`o|9Wr=MC`vS?m0>^JB;&tfNU<l%m^G@(H}^e=y(EOsb?>jO!wgCwUbhW
z40eUSfSQN;UjC^ec*BZ26o=+HVfNNp!IE=3R=y1<ZM&o?prXFq-b1Xf$H!~-m-j2v
z3dO9-@1XHE(VqQhaUq$)2pJIuf*a3s^=Y;dlmZg;#w0KxbY8D>p}#21@>k{Z#CYCI
zfmd;Xa1=ZUws$ukB98y3hwM?dumbv-)T~3-&<N$doY!WJXU2fYE#YEZaJ`mnyym+1
zPZ5N|dX!Xp=S-^t;dgWGN2{9Fl#3^TuOM_G;XsXG;Eh#wNed4k-#%Ry**dO1z?pa7
zp$-Q%-(RsPaly-6X(3g)$tWjR*b!%tT*ca0kXK`}gr;?N%*^8VFzphI_@U6BTLq>5
z6u=dD@kZEp`h1bY){a3f`QgZq67EH1)0{yP2`3!L@NgRP(Qu~opze}!Sscy$24{<L
zOGtT2D61nCNiE#A?t0A|^t4K2nfrt_;P`aee?{e|-BPyKXCoT9dpV9(x`{|`fNJ;1
z7sqy=6LuJ1+^dCnuCHHWLK#e=p<bV8efE_f6LNu98FW>R#B+;&Md7$6`_uv@B)X{_
z*rZVR%I3TojP`lFbL^d|qI_4dbm2TR@}1!NdJWG>Qh;V@(%2XGP8&3#w!kaFSGQlt
zxfnrY<$v&v{B94^hb?p<*qmV*U3oANauS7@ek5nX`fO!hJez_?gOm>?jpT=UK`)5p
ztrOA%?&KiR%^aF^c?!Hbu|z~AaCto>wOJR|rforj;7<w-sria%Q0D5CEJ(Su=8;Sx
z@rt<^Dke5@Qnt2+bC0wqb<=YNaRgg(vK-pHHEie%xrg;{v=rlM3)2Y}TFMcrpMMbe
zDGEG?!m)1^QO0F^R;UL??St2`zW$0&GYRbZ{?=5<_G+5ElJI9JHPE0z-RH<`vYF_C
z!RV{lR7^r<feQpdZ0U0(!ckQ?7C+9M6GCLQ*5Nqhrw-~J8;q#JX9!15#b);Nn#UXq
z!We#fu)vSI><;h}+#4dt6~(Bs*1+OOa?@kFrNkiBk{<DC7%UiI;1-SxMuOpF4ams2
z?Rx(fxuUT!ovxXa!*dean5xw>^#t)4Dj=kiq4UtRgEyW9XHEBO?--20H@9b?WV$0I
z!N=?LpIKeeRbbiQJu5M1OJ&9x&mTdHvOY{ef(gpJp)+>7iRiZfb5fH&Ungedk>ipb
zCFmn8sKRV#wm9=G|9cXFC4&!)d@Jq#s`WOU^9tDsdzdNp(``KomNw}jd=dy3GD1DA
z-4KwS?YrPV8ursRumlmV?yLH6W4Vk@U%xZCOHK*qw)gg+R%g*s$HBJ(J{Xh2x@>Lg
zw8I!UVCCM~GRA4}O(76a70a5cyDWFw<Hw>2mY>!IS8Kn{qEm|>_g+GktegmVF9DVR
z_dkW?>kOgAp;<<vo;|j?IL;jTW^_`cT#zD}hb7yLw>RE@Lv_mhe40QWWWW^ZrxO4|
zYf#8YJ?auFQ4T-8yRY>lJO|p;f57ycc7Hf1TAIG<nkKh7%WN^Pu`G3&asE9OdOu5e
zL0K*^kaq3Qisc{(j8MX^9{d2uaJk>@OldOb^;TvNQvzXCuh`kt0tI!y`*R%2R|`o*
zi~int{>D`WDbs&FHAqbJ35<*$==1_%bPLR>7K<MY)L4G0_p9zHD>Pv&(Ghj+&kwk)
zj=4QrGC)!Owmaj*(p3fuSi3v*PNqihLb7QA<Z0FMwJZz%0va?lF&=O9^p+h)Ns_o7
zyHshmdjoUD_jyhn$F&Ua&7#*zFXk>fIc?SGOGEEhnw8^p*g1byWpTA{sz-I60;Hp7
z8m-BFdXkvG&=Ww{{h?G0UG$Jg^Vtz>ksQ>G9(U~=s@S80s+6_Plo+H7!A`?#Xeol3
zBr!?UGFoS2J(a1hoE#_6UJ%V}XzYNHznh>M3)IrO7#J4c_$rZ@#@^_Cf`JUZ{60F@
z8^l<3nhvQJ_J8?&l~8j&7yf0Lzo5-KnLJ+6x3uI+iSb6ZFKbN&(wk{g{h-LZC~jRD
zAx^orQfH?fI%&Dizz-+8s|3U(a<+(L<S2IfFM%&|o%a#{QqFZPaA$y%+4W*}(SIn2
z95Q>nuN<~W{r^kS|7D?%FkcvMog0Tcp8Iq1=1<fkAJ?W%C&#ayJnf?q1;#hyv<Hb@
zOVEvKvgvFTF83>7*QmG8*yRR|F2NCxe|yxeUe7ZJY6@p2tvr=cX;f1Ei2Ft;*=@$y
z!gos^r=7DO8>h%$7w3=>BOlu#0DZ=)sgHTiXB;|Nf1hz}VPx3B`JNm<&2!jz_fb`w
zrJ3nlWqGr+Jik?4hhH#8XL7+o*$RE}9d1Ql_r>eQ(05IcHC+dfwyA|tx0yovL(f&)
zUOLe5)T4oOI!;)P$y`-tRc4HtJdaw8FtXgZJK6lLpfo3<Y@2g-VC#a3|6(lzX^b7n
zwM~h_#{*_``iLY)qybW4L$>`FPtxG<Lj$%RXZ`Ofl*Fo?NlD`VZ8_qvocHr|4sEYj
z?xA<&qqrDXs}hPIia<&Tjl0r#SzM0lQnY{HKa6X~8ZW6wy$Y&&W(Qkp<0z}mH=5gb
zlK5(M{AA~_`Q{3ZRrt}igt<Ry$M9?4QKWcwHu<Yw2IEmHQ%*S&HtGzr=5$>xOCwbH
z30VnAyLFp?_lr+eV*5jo*ns)-DZ8LgpmiX>$s_9Zn$LbEG&<aL*ZW$}Hhx26K58$&
zZ8yBpv~lnEX>BUB4Tebi=1BHtq1{_ub(v$Xm$zChp{5<>UqvCQbd5PG)q~3-n(p-H
z<Z(D5$<`Cr(Ze^5$2pQ*7?kHB_co=4E_;T4`Igf~#b?t+X`GmW(Je#ySL>&4HYZc6
zi|g);r&W4eE`L(4rLTb|Q#qdAZ8Z~NAxQ;5C#bHs16!}+)l;RH$2X{sS~OwBB5)j^
z&fb(?GhS=?J<mblkj@rghauwv{E-7_#nSM8{1R|;bvfC)J=1)tI|0s}5nVhFR78@(
zvV>!ztp$_{tLl3Rt!`5T1SxXd4?4al$h=p7Ran9VJB_07Z~cpw?5>Xqprr(~e=Jb4
zV>aq3Vd@}AW9X~SIM2g@HeSR^JA@h4${Ai6dNjP+x&#hzj@SCKaQO5;I0~(Y#6xCV
zs<LMrB#uHY;89Um&chdzEt?B%*6^ecnu+Z&{l&<eNUt0f4~B(*EC1b~0Cqt)POz3a
zgez4PM_0vbwD_mYJFp(0yR&7BfRSf`NHI!+k{8Lg%&+dS>a;4lW>!GfAVIp7!%G03
zzQ0BjXih|{BI*Hgslk=pa8y8)-exq!plLZ8-h@@JQ>)d&1?Zj;Zin#91LaBeoU>Jd
zWDFMz!7arxe6^FNW0GrY(rSkt*Uobn0r;E!U{pfz6$)7u6<4Pl%T$i)hx+(4W)rUw
zMR-pVC23<cu{l`XacB7aG|J~fwN&|ioU~{I)1(X53>$M_EhRm*>$uS0G=G5tDvj6r
zi0&N2gsFv#QmJX+yr6^TALsMT;T+dveZ<Ihihk-%;OmL+>jl<)wNYBk-#n17kxEfV
zvXZz+8EP8xhkm7ItN8pbPL$S&(QBjoDPrT~2mx;GTw#+vMSz>2;YWUoGptByk!0FK
zWz`kt-PH5j15M>)u|3N<61C!sMZJ(^n`)G6RmIhT!O?T2^Rk-nM3e=RXzeGuYm);u
z-6p)LXjm}^b(*?bSFaX?#pYT^?%~1or4f<q$Y>ZzWMnE$&B-?>t@Bxi)SlBlwy@(~
z@#GOvmQ1N3wKJ?2j7f@%)CZe=9cfTD(n!djR-7=LCM9dNsUSx4beh$>3>)7x(-6vh
zrJo}slzp8bHoXwZ{Ym7gTdo-l>|Bol-N3$tfp9E1L@)ti$>iNE@1I&#HY8Ej^Up75
zv`1B;Uh{E#L!*o9sbh7z&3iX?5*4wGEDrNp<&0sGsw_&;BgSNLaftr+vy>YR>;=ZI
zPbw#>!~S=-7ZO4X`w=;)w{qkrU%lX(a;Ae$%I-@_jVc<m#b4o|`3PlLV;qTg>wEnR
zX0*OZvJKhT<E6-$2&04-tBJB7f>x$HZ3oWv1e6R-RQ?8M8yUo-c}%Llaz$1S5q<iA
zhJ8~B$?W<sWJWao<T)Y5uT57{jpf)bITMNRxBM>N9ASu7MRw?VdhaC$%5Gc>7grSC
z3*p(3!~nxL2tCh>JMxWVTpJo;!~r(_k*4S*Zr0PvQCpw(i>s__KDxFP%0kYItITV%
z^O1t#3+lc*;{JM+Vat6RepY`Ytmgwo(hzE4{qY(Kn|Im%ts=1{8!iSoq_<e=+hehS
zUY1ps%OCH_V}~q@^0Z{}x`ClL!PA!5&c?>6gl18P0Uo{o<&_$RN=<n3f=rUohn^aE
z(okN1i-<_BEa^vd8>=`7sQBXiI0q}|75gkFv-cs6sZP1{VJgnQ`C75V?{ZFp#3a&d
zbmB5~p~TP;9e&sm8aN`<s#%U-?1_DCjFcg@cp0=ffFpjy`Zh$(?)eRN25K$75OV8;
zILAhxeI@^4qOAQqxm)mr@42#h$}rYY))PgAy>+rpFS5)#*a-&QV;TXTeFrR!gZa=;
z!y;L8Fc%%PkxXLgEc{0j*gRn$%X4h)*T7mnGg9OA{;Q{tb4W%o>2JstE}%-x-}&@8
z7XW1GzvOvHtZJBhtcM{$nU~`bJW4Kdi-yF}R@T4Z0g11WZfBZChpUECs^^_V;>w;%
zmXG26*_hEKVY8~&_=@wP)Y#&pdMvD{91l96?{E^{HF@Z=*h4}Hm~bLSI#@%2d(6Q#
z;_TQ`GpES}h`-x2nKE*FdGr2VfQAhj=iQo({AFlMTiBZ%N0`x@hxl!sgJdLK0x^<Q
ziJalqq*+_x%ppRU%={TkSw(;FimIT@;`kfPH{E+p60AR%Ah+chS}rG#IIAyw?+ei!
zuKOa`gi^C@!_nZBUMAu|s5_{-Ql$(l^pfVr*ArD2s_hv<iQw8}a}PtrR{<<OLXQF3
z!2Iusj#{|fOo1#d)Z-i5aRwFjhIbu)`**Y%ZFOdEytJsWPhdN$u;GC>=TU;>tVv$5
z-G<Je^I690*mI7fHh}ChFq{532A4q40T^nI>YkP(aL97kt)FM~_p5r+7*1Pw`yP(V
zr&}FpnO%Hx5^_Dv0~`ELLwI`*6cCOD=z}RwlI#<iwU5xU>ZH*b-M`(`+|A)3SudCf
zV{n-G?U}XJ5<~r=osxPbfXn3GV(9+}s}peXLCsI6&wp08<*my7F;7p}G3Le%{b7fs
zyoXxI?!@*ZeT-tdAbrCcA04ezbF8;nf@R;~r*H*=85xMO7+2!Rc2lgFK&0qKAVWA5
zSffR|=hIwE2+J+p#g~(0sC+DBTkHUlUL@E}#uZ=iJEGQKQGKU8U_e0}SU?jA1P@xI
zm2z#w<%SS0!S(%?3%mN|?ewrEEJW1y#*@xh6E_p*MMKhbdZ|OK{RZ_aykSkoHZ}~^
zRZ4!a(AurM!~H`ogW8ejoIN;cM{J{T>LwZWC?KOt0#1_8(o7sDp&a1!(%Pz#<engK
z``|e;8J_aMlDoK5)S{bx+vhO<&zC=PNIq6)eOs%3ds`>%7)L&zlS!8!_G?pF75tt_
zNEy^9%Ud;gf6|5_7s>NU<5;n0Vz_J6kp(c=v@1r14J3Xu+R3!gnyV8ys+X^fABGA7
z&->%i*tiF5g#vGQn*D}Ou)Z)V3*b2l(zN|3`zzSn$dl>A!`YhwMcN98F&?%9g%R0#
zo>txAy^UgVHpLqRHrTmt&=$~n&Wec$h6RYW6A2dd-jKg#8=!hm>v78p1SMq-RKr)!
z<tZZAu0a2k(T1YNN5NjGOSQ&_V>UKxfbBsoO9}c2tOt=h_-0dLnNhFgELK6JB-W=O
zBbu6u?;yV7z=M*rK(Kzlm93QAc+{ZrcBNYuvs77PFCVnt{z-WkVZA`RlZmj8u!<UU
zl%hfi%5NDW&}Aw1W2%Fc>2!ACiHE1!T==JF>Vz>m-iX8i>{jo6@AvleME8Xs%#tFt
zVeKp%#boxEq+ga*va$AY{tu{9z1L8v-Kh=J{o1H1r&)Uc0ZU6}S~}0po4xfnkyp@-
zSr&rYE+!Y<wD0yZT@Pk1W(h&9cK8dLRteHVUw)fpYt%$W;bVC1PFqbOnMQJ8u$X#s
zr;ueexc|dduds;miy@w*%*GS?D38&~(!Ns<TwJC9rSOZ-60H80VCfHZ5Cy*KczbG!
z-=$*JQ*C`bGHEXvaZggz&Nwi@jM*TaTV=QaoYul+HA=|r(Y~O1RM8hyr<C1o6#c^c
z^h}$Ip;5O8B(3xS+<yag6c-Y|aurfQT9`-p>fiU{cls{3a#81uOZXe^NjC_y%<grZ
z<@@4eXy<4_A1jcr-)>`k?`$jITX$P7V?X06pE>5~f;1BX60%6#i~OU_Y)O8Hc{CCJ
z(#Trdy7ANy929Z+pV{D#!fA@pQh31HKF|q#|DybNE@JmsxaH>NlJSbD^T(9Hj2-va
z5!58jhvT(A8I!<MPf6!kTa}i?c9vL97yIvj>Wy9fuX^xDp1$303pJUYsS0-4&rbMO
z7gKzn?{?~5uU1_8Z-|)=nw<hqlOW1(=zH^XRgXGhee5KB=yUzEj4t5Pq{O)08RR=L
z{LgDuQE@YN62NiZKMQQSJc-snD;L<L@s{g{24wfrVabDs`U{7vp=bCgP(VHoN#79m
zbm*!vjAX1p(&$ulA_Bufoij{SgNNv=2V_Xc!8{F*3RO?I#+IX6E4dVGn9*09vQbmE
z+FNz4UrQc{b!~WcsD2#@pY_NPP}yhjDB1jS2HsY2rh_>N>Fx4tMX*L|e;mFgO<?um
z*~*HsjZRo`qYWuo0Tz;VFAxUim7Kex1RtS8AekPAJ_AI!-}0-X{@$;z>&?9$&8?h$
zy)c&1hqr1>k&n7_yQETFy$z>w-BH{+YmKl?mb8?y$4*{M@BCoN=FRS1;4jf&-MpMz
zrcT=RwMoNOugypJfS_TrofkEIdz~@s0xqv7pVNc%>CMr#pfJcTuOqwXv*qsFz4LB{
zlEr4^q|*t$^p!NF+r-iM<NQ0a8EC?l<~tT^a(!t1l4COC+MgiYU*>NoPbPIv+Zl@E
z_qj?0Pj${kw?7YW?yVnw+PA=4Xq3H>Ob$GpFMEE6%TO?@U!k2`VnYzVv~PrB5K`lH
zU{CKj&C<Twoht@EjP`LdZq=L69gap0fOC2&-+B_Ud(&g#V)$jGeE4LAh1Bsj8a<ZY
zI2H9`=GWcdI2E=q?k6$)wLueF*Y4NmrKLBIX{+h-(S+Baf`V+nTVj9MzvZ0VS4Hs;
zTdUOEw%TD@*#~9IA28@>5jf22DL`<gT0|aIwT0<;hjh47x_n4~wRIm>UB5eXBc9Hp
z^RHR>E<YKc-iX~$2Y(reM-Cse!kf0lhS{}n4h@IFXx0ThWtG@s0x{EMs})RYQ$qlw
z525{ROt^)K*~8uU4{ccAsE&-~1}ev;ebN*+{^Sd`N0p3Q$Ry6<9fH*LL|DiW6ISj4
z;}1+YXYuMG&ZauS<rcu+lX1H|?X%)inX{+2IXVYjNB<d@{iNstCzh|Poqdsd2v+LO
zJKReBQ2^@pdNDX85-#sxxgnDPev>{qNESh3btVj>ET@KRV?{sniP;vY-Zy?iygOR8
z3d*I}v6EX3o=Jmn$YYb~2HuU>;|SM7WeM|!{@O?7!<#><NB8{>hAuX-w-wj;3$a|D
z-!$ED@K{{%Pim^(;ElFJ-uMQXXmJF5=w0~JPukCoWTzV5ge3@kFS#7Q|0IuW`+t=E
zb8w_l*9VGDY}>Y-iET`5+sVYXZQB!@9ox1hnOGA$IX&O|p6{UUy;V2=Je8`h-OpyP
zAJ$&$7srY3cnQ_&5g1mM@j1O?T>;@!ktZ(-=wicJF2B$eJJJ+<%xQ2-HO!h+AyhX=
z^)5gp{>@eB^?rueSuk*}zL5~l=(|t8m+&V7j7=!5v(oFwlCk9bCs$<va6|9Mb)My|
zki2y?^B7=xt^&S14+$OoJL^{LqoCwvTgH#{x0_JwG#+z+LP2{2MA|j<9^G%M!?!9D
z&1~~F^TwcTeDjH2)*2hIixbh+lHd07p>ikSXgXtT%Oi0IXW-|DGtAWK(0?^;0qZb~
zb;S(+#mr8=OQ!Z3l-rNNC3;3E&Pwr&@(`<pHr%5*gUFgXtL&^*dtl3v-Ef|&m~zEk
z)upA30`z4%kz|I<@}z(F*QX(VRns#-%h=^w?d5YV+++SrCT7RhrT<n%XTez!ui<|y
zKZVcX&kDsJ#y6}YrJ^zhp|Y^gn*=&Nm@Ren(*nZ5>PG$NV|SvpJ)a}zdG;{vvyBDs
z{*?M?Fpl{;vb#zFu&}mP%%st{Md4iM3mcMm3refJ9fZm0Oy@a{!az8cSk-4j5pYUu
z9L1YRIR8Y5l|@Eyb|CqT@It)Z*fu{kX<OgBe1Sy<SblRRQs4JDo;s_I>ly1YI?EJ0
zUY-M)d#DOL+?f9seAhJf!p<WzT`X_I`15Y%eo}Xe@Z^Hqd!3EWeA}C%p-m4><BtZ~
zr;vd$acMx`-zgqh)QlSo*7V36N1Q=EWRdRhR<XtjWRUHFl3g=A+(8a3RM-4aMFV-m
zF@ASFy`T?Ni<&}OiRC|n+4=CwpqYRFa?bAD{T^D5Fv$BQdKdR1uoqp~X-fqN!5qtO
z`SnUMLvgX*_+I_>jn=PRo`eme{Q=uzG7OFeo)=h_hueR=5cdsY##i1jVXtxb3LPBs
zGl<?0+<d@5pI>i0UhW*KW>f!O5f5AYo*#d+?DJgs_{q`M_rO3y?&}6hMee8WkBF_~
zc`%ytfznhB)J8gucP~>jzm0TB7Ke81L$Kh3WUEpdAsv$VmAEr03#OlO7EW#+ocRv~
z?MwY9QHGS{^i{DclY{2PA=)HiqgLz%{faDCe-unV?w-$;r&@1gM)P4u>cXOTTbo-%
zRkZFWp@=}{za8y-eH+b*o2W(Xkl0elwz^%?izHI~z9V?Jv$>wg%|uCjqE$z+*ijXS
zI<4g0oUF(>-xpK`<d<72j~9+_e$JoOb)m!NsP{@g2uoZ!@zTuifrZpU$5^%yn`F2$
z`eHgbGN1_MI?Qe!q}LgyK$0<cY*BP1mp--7O+eRw5@d8sx1ZIP#<?`4*my*n$S<I^
zCvbbu&(N=PpUd?z!EHY3PuH_}8Z`|668pel{peE}$eW&7yh5-DzM(_mR4Rff4Ch92
zK+5ewy`{Rmc7L8{Cm3Ur2C#ucjvrNda@e?gy0ylAMcbYm<DZ(aiNf_J^O^Q8G#tr{
zZqN~&*OCJ+G~;hF?+~uvC_j>611aCKn)*-FX2O@>`!TTO$Q){~PB1)|aKR-q(P!E)
zei}|?_if#Ku1+jIa-52x1S*BO-BD01(ZWy{{w8szGf$+)78IPNEDmpzWHLay=0Df<
zn{eH0R4`OE%VMhYBc#Ud+d6mH1H!ZNs)I+c(DaWB@#2AqEtuu=zP~D(y1!|1K7Pa0
z6O0}4Fuj5ve|RreUL4<a&gL{l`C~0&0(_R^G-AX!_hNYCj@P@!t}kcfk`lcYoqKSU
z${BX4D^&#ERcYNZis^J0sFC1I;9u?n-WAYG)u4P}D-DNwXk1=8Gp^6mxzjDxB0~Ox
zctR*EfkQ6GA5=rtmLbj&$MDSU4F%P{52;A20XIl2|LD*;%m^e4$OILEJ*WlRI$O=Y
zp`@%Ty__+Tc{dmtvj?O4We<x<t=DC3QeMS%so*Rp;9<RR^=am%ZFYdIt`*?lGVR)8
zce?zDwAOH8ZT#|b;NWTS^(y%8#Sm|nvGH4PP_ob@@hczD=5POpdlCHnGc4Nx|1Emf
zsBYE<+wSG)&)r3qP0l{$49fl9)seCMw9!mg3=5}yTwebeeyE`{1zeG>sO~uAVSPb7
zGW}+Py3i!)in$O9x{s~p+Q3i91k7ekT?EtAGPR@tdm#~NReARZ_$yDgDpWOy0EDDH
zDpoQI^+R`ohofx8p3KOr1wX(vQAK>AfnNmK5uaJ-=ac6K>TB0oDnSD|%1ByXEiot<
z+!UVcq8xL9$gJ;}dz{!fV2I?V)N6QS95N*!ZRqoL@bxj=)o&=Sy8l{ddhmjnf!UWQ
zB$#dd3k$aXt<=inkjnt?Xfz)6l3S-7zhPVJwLr%&M<r2q8L3t$+<Ta+>qFT#vO2f$
z&|SILvdrJ}`$KeVSeNYZ<UH?X6OP+{vll>yQ!b~WBX6kW?>$tSl8cBxiFyUfD*X8z
z8+u$ZC`c<?-oVO&^E)z!z=UAhnk3AJarm__nc2SCA}h__M2r;y;M1YNt^{HvO-Mk~
z5lms#k#rKGE0%4>{iE29ipr$tRhEYtjYbz^^at6nO{Z_5y`hp6(@0%;8r#QN(sAFx
zwfnC3>KRi_WHlJztq;f9<|*m}(DNC$!x0LB%}oR(G$jRYsSX44uLVC}1W(_~dwqVt
zeGPj1HyQRk2E1$_O|AMt%b0v}8hyI0`+W32(KcB0JaqU!*5#j?eZ6M4AbmCz`c~+7
z#F=y&dYu&S@G5?8(npLztvV{z*7V5Yjk@cv*vbUsAv2Hstm1YF9VWWy!|tjr)$7py
zJbzMi`=*()B})$-Q>>ZYxAZ1kV7}{#lRe+spfO#w8v9ghb$x;Ee`lnHirq$e>U#)-
zhy^?MN{|uFMI-ud)EA1ESmp`P|EmApE{*HIe&O~7a=iI~REu}?K+3xUVYc%TkS~F@
z*uTd>{yrnrWuIFy8pjD)_qekgJ(*h68$O?#tX(GiJ6eM09-bIt{Y~<%@2-^fN~ZVj
z>6tpt=Ay3D4~*_!4TGzC*HaNc35IWnrSq#`!e;4%=g+KTX{k-O#XfH6C&=Fm<~c9!
zw{*tAkg-2#T#Lh>r+CBepZy+4+@h|%4mF`rSmI#96KpdH<!x4&wN)C0jIb+8oxZ>E
zU+v;3@2gsPKI%nJt<K>&M_<OEW3UVJ!VTU}C1KtD&Hz}wPJqYj+SM!aUf<P+%WK`;
zp0`(j!108E?_K4l;L~i+Bb*{*H>ACW`<r}?plEdq<d8H*OCJ`K$TXtAqv=K663#w7
zri7lJZA{#cpf9&nrs^Ds35&>Yl0wu%(S3YhC}t6Y^h1B|bY;_D{n_lkmcP^AQG@pa
zj#B*RcR$j11=Vr`6Y6>w9e25qcHZ0zHvwe~Uzh$|d*K(K7qJoDq3lKQ9!?{5-1@Lj
zzwz7eu1TM~6g3c2G-+n>F$K{EcJvoO9K%Misb@zO49$B#v5vp)^ZC3t{oOyA1o9%^
z7t6oi^UX8-UuVDG^8N1o-;ci7-gZB4MubRk_?bWV-ztUio{H0%nM<iT6MSZw<+tjw
zGvpv;z#pUfN@)6|&#x<P9gi_;c6jYstZRQawGMeQhoK(-W@W=}_$U<w&xz0Ni$Tl(
zD5Q0k23NoaP3D}J)Ao;-J(bRhhxClROZ-g_Gc_;7V3P<P6ZhX1Pm-8-Qc#a?_P<xN
zN8T};j^H8YK%rt=6!@e;OM%B>gUt5v?Qg{QbOOJ9o@~k{1-O@PQIAdfU+Op+T}qSx
zeFzVPy6?b#AaO;|>Vsd|kswt%hrkejzj){cx!)E2vLCppp*U}qNF8mVJs^)7S`I2`
z^O`>iF=}_b$Y=D$5RditeYo4bWFPi?ykO+`-X(W>#@!?PD#iQQm=)~=CG4I{9^6%R
zM{*VR`Rv7@(y5#XV<y{0`ML8+LGQSBzj`@)pCq$)zsO#{o<2`nnR1<bdhUY-zZ0u=
zs%yBu|6CQw(XX?5o9rl`kXso-X~b9ZmavSJW2FV=MORWk(_kMCj3Vtz)+}evuy0(p
z#`!n;D$dMhU$(MnzRLT0H~~JdDtR(JxIxPb58%863Whwn4QsIh+qUr)UnF<at&)Ez
zX7Hy2MNUAy{-g(rdpZiZf!<BA%|`e?&c6gWDoQf#puIB9N}RuReVsS${^Gl(5_~^f
z^7nj<TU|Tf<-4cCy3TYe=bGry?Kn+jbw_>Dp*f4kyh)DrcK4dE8+uG#)Jb2bx42t2
zid~Uqq0qiRI`t<q@P3_4BMA=?axnay>A1SiQPF>$5PsLktHewumfsR@;z-j|guEbr
z<jSD-j<QSh>PVuP#;{o`@|(bn!Rp{!Z8D-rKprevHPC2<@tUvVzsK$?OxoG~Fz1Py
zMW*#G-WVrljdU!|fNm1`+bh&cX?P`*^Sx~PXO^R!`Wwj=?n67nS)u88q2KgR9$2B|
zWy047pRJMax-L^ps21-VH_Rk1hC5WVUf)f@qIz#wv9=5UGc>^zgC9@3*CmV|63_z#
zfU;4n&+QtA&uP&b4gW{=!`~V+UuK-Qy?~ch!LrqK!dd~(O@r;1x~<dLkfNd2FaU4t
zc?~|&$Wu~Jx)u|}2mkaI-0oYl((p;dlSFhEH~=4M2#_4X3*(Jv;0=k+7>o!NxYPGO
z!qv6=e3b6*y(;`pxVaWXBa?B18OtplFk9lKVp6-lG?76-=DDm^tsk@!e-v?<qLLvW
z%n^PTUQJt=W0mp|)eBx6kQMAU!F!Pc`0RwuEy2=MW$@WNWN-FZigjq)WK6V2LT)9r
z7qv~$om<enB-O`uV38fNMHLB`%E|OWP3ZrI?b7?n?%c<k5MX=ufG_3Vy=1DqCdYD5
z@(0F7{W8lM^N>7h@63x)!pc**B%Rwm9IlY#7u0x@{)iYs4acVLx+dh%@Ba>BEk?9B
z5>TdFHXF_VVtTFf>-xNI`Kinx@b`9>EPm#bY2_SFu;Tp>-ub+sOUd%0QR{mXb(_9a
z0{wvaqFJpOLW?2AP54h&+^a(|>Kv)LM#zqR2x`6JJVbCZmb@7v8Y}4HIk5<=tN7z{
z^nGIZ2a$nVZheb!Bh^SJFQO=lqTi-k4hKNHR!;uuVF{|-Pdk&Ph3cQb^6!)Mqr2z^
z+7QK1opw@%s%6AaPJi@i6Jxj3=UbqM$joY0&KGyjSuL5L0?#Nw;L9A@b~s_j(<K$+
z{?p3$Cdh`_+tWqUltBi%OHycsB|D?jU#3dZIC@Q$9Im1o+j#X}G_~MOUU(zphVrWk
zf=SNPv%no%Q)9vEigunRwFBm;QCCJ9sk~YZX(waln)gGk@z8h-k;|Hf`A1xx(r^qi
z)}&x0TZ$<yDoyLOHtXKC!8cs9isNp1G3x^Ves(K+06q*=wjLP<vU#9AhQzp3|10dh
zUW#h0m8Y~JGYcY?NZgu`=SayB(lPu-?-fn1UexW_ois6XnU%ofnn}>$9u7%b0{3V2
z^q0}0#ogEUyPApFuiHAm=ep}R!B5XjKu^l&WN+tJJe>baFYf}VJO&R*R^0*Amzwcf
zL#I9NG%AC_7-5A3^PUPtNCSi{{H;!Ds%-Pd(&hu-y=bSsBOa4xlo7jCC_0mCS4?gA
zVwSz7**+e5A7|k2cRsxpc+trsP+VvU+)@c@{<a0QObb!UQT5^%=yo}^W?crM#nH11
zIbnV*1c{~}Vmv6>LO2i1+0I2jR$Uq37AfV4c%YNb+=`9YH`eXrm1ZG>V~$VMg!*_G
ze<dMN!TsAzFDl#lf)59iv-m^TEe^Kg*YP99$j<)NdxU<trVQGD73$0qK7^nbruAZy
zJ(U^?f94TQr@=b)qRvEPf6krPQ5oOrXG4IlMc4HS$Jo#f1u))H6|nzW@hEpBlQm$(
zj~2eBW*Hq#;)Ww`_&ld#E`!`Othb&=KGB>LEdRb;XxLSzqjxTSvXdl^K{3+>UHA+x
zr+Vob6>9CdQPQN>Zko%0tCpt-8YnDy_RvYp?BVv14%kBJK4dDJ+5YnXyemKIx&3kC
z|G7i-uIR4#1^52-*3ZOuKibCk^5sWy3ruggreHZG6@`p-r$CoYlr<)NqMA?$3g3TG
z61|uWsaC518IMWbkjtnUWY7$OG%l?buI8=Mh9#V$&Z&U|RS72HPiexf>tDmJ#B*KB
zXmUx0VI3To2=tJx*(^=1BmNp2Q&${#xA}D_f*Y%Vj1z>AS#1}XqQ({5<v8sU!&G=;
z3mOc%Y5iSNd`KygIYgTw#a{sxlpo^x8EtzszrFWn33!ZougDq41TY>qMoJ0YND_E|
z>LF<Bkc3@3#r%D{qpkd;gpX|H=u56fP>DgMS&nKjWJaHiQUL>eda=rF(J_=2h57~9
z5f8PSgUC0A-OLJukMJ<BmQ0rcv(+ZcPQWBAe-GvktpioeM-XsGb2mApR)XP$K2Ux+
zL;wb<Nn}6zJ*T@*R3iAuh)Fy02F;p58(-Cn*qSn&7a|!+PBDzVhZ3Qu00}sx{872*
z+w9eCkHN~$JCgrx@8_|_wU_H<PmS(H=;2@YuRS=Xul*T~+g<-d!4b~1-p{4{cfa%8
zHc#V6e?|{6L&LL2NtI9$Ld0y9L$B;i8B)e*&ejA+$dRJOv^mtk8y%ORnf!ph3<Z$|
z3c?_HwQS}&R`qK3Y){tg=JRJt&fhFfF)?V^#c3ttsw^|r)Btr}8+ya|Wg-Q$yHI>g
z2vcn*6l_|e1BG%3uzUwOZ*lXsa_L8Wf4)=(^f71(7&)Yq<fkRP40i^%Ywh>f(l@02
zrzJs&C9+nCzHe9{-fgl4ryT0|%z%|~WWz<PBtYKx?HM?6a2mCrzaV*is(%bWBfs{p
z?&_aO`zTA>Ank?o)9b?KkMKhJvE#;y^=YB|Q^$?BMQN#95;nmOD}@}HDD2ZG;7b{1
z@OMLDNxSxKELz~?f<tnP#u<el*Tx|c&pgTGxTA>Ru{^F)%<2`#5?IpdU-(@qr$8Mi
ziyAswKZOgv8-1<o%|98uZ!-11a9u3fAO1d5*?r$3@)5@0uPOPw!1{W85|??L8<C1{
zGzmAwHnM2$)MLQt*AfRza(=wL4DzTD&+QO1x9+rtq(KM!;?IyW+sZBxO%BeLuHL0B
zP!0%X&rH>$jje9#sW9#7^6rWRrGzIvn0HOY)os!j!8GyU=i@p)QD>G8es{T7ifj;P
zXc5dIGfB}FGW<3|-WvL6R-Glg{&pP({714-cZ6BJx)@?ZsMsY<@@XD41LAu@rQ5Q7
z&Y#V3p#m=EUiR&eh34DrI)b6=N<~|gUw_t?F>ISe4AEBBf8+ol?k;mx#TrD^yQV?G
zx#btuYLX+ua>6~dz*IHE$Hmr{52AVt+-+cb>wiDJc9pm0wG1^A-~JV?(N@n*chQ60
ztxk`ExcXU-Mt4Jxvu(98EG^{*mq9exDp<g$yOE5I6xiToPWkGXh29=!BA&Ocj1~Bs
zj6%K~DVCJrd&GLP!9JfVv|Y|6((fb-IpsN0C%3$!SO~=YdWrOZQ!)oIckUCJy>jEa
zbMQ03-)H#xGh6RWj(GD~F8Rs+=3tLP^CHR-TZ$m)wj(ErtyiG8Pu>eNUt3l~Oi#9s
z@S_|8(xSzXmc{XC$S4q`w=ikbtc#f<$=G5;*s%Jou-#2EHR(?BLUv1=7FJ0EbY7K~
zG=}d2zNF^v)E2u=s;+V1^k-mu@flKp?+<8&cSsQ>C%%rcUa$2l=pxVy%Cc?3CaoZ`
zggdA?EfzY@fTTJqkieag8GopwefbHHcYW`rWS!Pja0vMs^0z{}v_HZZ_{IFx*cL~q
zWgc}(?((c8KZBX$Y%~u@i5W>BUTrY=BK=Q@n~y=sbaXo6suBm<9PqvilU8ZWeNIDE
za9hGmiZ`hx{@AB42>2**hZ~P<ve$co^63ZH+jZpLp!#V&gPSYxhf&o~Rz6R2KL*Ap
z0GY?>NXqlix@t`}+cyqk&N?WJ;YM#q0VVJe5>7C}{PzPL$B4G9k4M?lO@rqr|M#UW
zqKMUp>(6=r=Uy<dTkaq^uo)gfW2l4lpWVW4O9-D?)H5m>W5Q0x$N>vO$ty1sJn&Wo
z?U%SNZZw>Gjj7aO{P4A9OiOdFoAAdo@oharzBHzNF#p!#_dw52GT^ZI@t7{m7R0{l
z=(|CTvEPSZY=I52t$BU4L?`*f1iJM*)Y&}3Li=$c6U`N;lg|Vj-S1D8<Y(4Hmb-^d
z5W%|?{q}o=EyS{Lw|<KyIm;dB7H=2=9-89dM-~PjSc+5cvcC`fpDAu)!l}NV4K@sO
zs(bBtcA@d0o1Q{YFW#BHBJ1lv&OxcF`Wrb$g90oJ31#u(8W(_YEn;n<)s_0Z%#X~R
zAV+SW4;d@+PDpcv&|~d?fYVbh9q%+(NUzDO>^=^XhTusI!FvOS<$ihj&A}pn7)=eS
z$>3u(I=dCxbjib0`ybVPANDcXoOp<16){7;=k{xSPtwCGvAq-$W-D07g;#IgeQGBG
zTp$)24Z1s}V3q_+uNEhDWQUf^0?h%!y;$^zRZ^#`(Lc;0<TK%c*8Z7<IS_&Ci3+5|
zDBJ?z%*^q1w<Z;yz=q(Fn`kL!B!jz$UNjvA2EmUyO5-2jj)~qc4rQ4L5SAJ-Bl}MN
z+iV;o%z-?O6CqRHpiDA1lBjw2Z^E2e=D?R_U!pFr%g)hWpU;(dFuzL&18k;WjqH(q
zASi#~r@+$OZkrT=;P^aR>ObJPVb2E_W(rt#66oxx!5e6~{ZPc#sPpdjB6<D!xMJ|R
zx0Nl*Ef@S5_$Fb|w!r%^ktRWdtCQNvYi7dV)VRFH&=ivl4KD_y8h~i>H&og8KYeLs
zh{zu!eLv<?)J4_SEs;q8;R?m`XMm1;G5_uUTRU>_jI3MZ%|gY)4@}hK#BbXwMZ&C1
zPCIBJc|&h$$BR;ie`f{ui3r*qe-CtB_ni0lzj%Fm=fC&0GrlwI`n^`&Y~f*Dd;0Qg
zkMF!*_#Wp(o^~i{<s1n%M0_b)grTC?3E$LMOZ6V9VE%18*2Wv_XeYsuLqdIFCj}J&
zp=I)g@Eg*7lU-5bIw~hVkS3|Dslgz5n>=@|T3cBmO=96{>b^QUOEI-En~zdAUsZMY
zsbak@9y=Z8AZ$p@Q!7gw@<936Ho&5!OwTG(<XBXpt+_14!FxCzW{4hcR`)Jsn-NbL
z^6V~Rl{=!CDgMo8?kP|T9`?1k953*CLRZ(#3g1?K^`Uw!s`9M(d1~@^AEV(aW`p&9
zXvtXI##Q?amgXu`{u(v>crLB1Y_;GO?|iW*PvpocH%=$E>pZ~$HP8qe8shnIcLzd{
ze!YKi8R6AzxY8=0wZ(Qma%KfzBrU?q)(jJU7<ff)?i79Kz}VW_L_iFEZPm;M@8+|G
zPiiSgeXfLg;C}9WY^=B$<)W3{Gx{#i$h;e5qy|2u?7V?R=IwfDK&t|<HV7`e<MvV3
zrd7!F;@K~yOpTQFDbB{f4*e^-vG8yh)>8WyLHCACU1PvyJ2FQY#FuXkI%qXjPf(h_
zeRt|E$Q*hMF40Z80^?ByS~K&&iKL!xZmx`>jAm@bmcL<WZG;87C^a+1qP93jpL7+N
zt)**q5kT;g#`)|bJUf{Uyc=gq=yLD{Q=>H}HgOg$BH%~BQ_lzZ`)`u^%p3#lRqa%>
zdL#k5R?c*0s*U^N)SMu@vc|=YZ;=KKqI8ps6D||uCtUr{$Lck1Zk#NWlyrdSk=G*D
zTzkuUWd#jf*ZQLGoXb&uk)Kh>FMGlT4VgJQ+PfsS<=}xzTpFuVOo=+VDh29)=YapM
z&=VBZ2K8$iU@D<nh*-<nV`Zju?;;-zCLFT~848&Y`uy$Z+Vxok+f%&yoJxJFgPDbi
z@er?O^ECnE>E=2UU*fD0!D_{=pQsiUXA1PVxDYX{u2@m`^71l53n^`gd><Po_YaM#
zF`?l>*ql)}_wy2vm!_quZshdpG*D$EqJ#!1{O0fTg7Z9h)uFQ2#^yYs>cDH|Y&Fr=
zzS97a+EyY=K5FG~QBAyfTedwj(uhQft1z#Hed&TMn6Fq@$M~9}MfvV#{f_bB8ZtgA
z42_(8fr6b@lqb!|G%ZRZ|J0i1#)C(Xp0Q~|Aw%ax7;^eK;Fb)e&?++G)beJ(1&*7t
za=UNF?-cKTU%klK>Rnj_3G8@j&5uGJ;%Q0{czQs~P=|F($qXg$F#Cbhy3@fDC_KLL
zC_x!2=TaSZAK3|Nr?S3YX}HbPJMrtv)}dNCsq}k!<k~vz3*UF(n)dKNpaJ%cn~L0r
zq8Eb3T~mWQ(8?}QV-`9awrPPIMh;E~$F!mWpNu&zb{^5hpCiLKrQ=~@W8nUNN<=#+
z1?9uFG>z#4`ku}wVe${_BHo0Egip|n1a4u8V;LrETC4<Wh9BP(QDgR$tS2GHYQw}`
zB_%VG;QQZ|mAUEk@T>0A+$Xs!1D^+0=qUzw0R|D|bMPEHl0>5+x7?bC2Zox!;P9T8
zKWAsKTN@i2BbXTru`n^6GEgv>$*0R|jeGSFC|XBYtDNaRX{EjxqmVvL<M$KRkTyEA
zu#@(o@4PJkHtvJ$(;$&sZ!UOPVzRh5!ko0pC}<hR0-FHO`7nNBPNmsfY*3$bN~kMg
zbQ7E5YctE4)6iz>lpDc7Z+#~)e~3H&q>d`w=Ye!j{W<ov)w-&31W0iEw#V_NxD8$^
zk~lr?dj>q|nd<NJ(bk%z9;?V0I>Mc<_I^HGwI!rs2|TI4ZJZt9?M~bJ-NaD|8(w+c
ziibGHYjW+;>Q!XOuSkDyrgcG8&{A`!m9})|8I1ts|Jkz5a?1z4u@#b?i6_nUf~FFl
zDcdZuij6l06imCghF)+hiT+?5hNU4x6OOULW>tmfgb}P;n{1Cf<iAt5_XYRe$bCcF
z(2WOUE`A;T5^8zXku!|Q*XU?;9sOuj-4_AoNaNHksWVYuVbO@$yhus8S!qLi5C+Gr
zzo(mgqeuQ&dJ*|{gp~1$!;Mx}V0Rxf9`ggE@^H`)d<&N7SU&~ll{&x|!yO^xRL-n0
z`vR6@k%|pNS?dq^41RdSyZ^t<8Xxsn^YDcoHN(hTg76#B^UAfpwVrpa56luU14424
z(c@;h%^i7w-<bc@y;;7q-tznIEiS=z_<+Lni${io+xocj2_|Y6W)v7BCz#b=I2i(0
zf-tO~Jv6|vz9>-<CSE+Q-g3>N(L`N3+nO|Ap7@f-{?~gfhaka=9kjrk2YT9A8SSyp
z1=@5Up1k2Y5mA})boH0cd<EzA?3z^e8=oU{^)|b%faQC{b!?ni$v$(~JI1Y)_6YJ<
z?=^n@hr{Fn_ml8275V9ndYjX{+gpa3$BP9ZlMUO){68JM`%ec^0z0qcvUe@@364;B
z>+v6>d3K0`&zkoxD5m>t>Fd=D`dbs2cSu)bZ(|ZnJzQCj=t+pt3vS;f_u>m}axp)`
zio?SU-Ho3N+-#M)xzHQ{I<LGnVa|LJpM;`{ivFqJ2n2afPN6;$a?gOj;uc6UCLRRj
zcc{m~-?|(;{{=5Qn}T0n2WQOjYr)?Hh#hRu%pYmo8Z3pX;gg^*{!e1RmgozajAAAn
zy0+LdvI#6k)aQQBCk$q4`_5o(n}~Fx(K51+@L%A<e<a{LPF2%8`VdO~e-Du?|E9D^
zfsX|Jm)6$|F(nF>%6S6W5NQ1G!^1HR+?)t|f*v)nfou;a!-VOp1cMvM*fYNWZ?J_4
zUPhNICPeD!11$tXXmB|C;|>`6VH2CH$^37W1bi!JS)$9QS;6P^C#KanNNcTVF+&${
zN_h|kZGXx1kejj;?s%+Oqf+Uda1yp1N2D2xjK24?o_IZg+xCHhfWOTri2wP5K|Ge4
zR+iXaz&}v{M3(nu{eQY8{(p5V7W`=4B7fN7?+$Wp>b3tsyVv%?GTeN6Q`_e))Nw8R
zZ)Pt%1ul06z16cbgrtkK-KEWGx6L(%NIH9><xKkcsuU%IdoOusw_UIZYOOk~I||n&
z<wS+L<2wppBpfkiK+5FmQ>qHO(=Aa5s4An+)@gk0A$j_=K!+GL<j~2&nQdJq(k%7s
z`4n;f8#43e9A=oa*ds*)m|QS=G*#u$df2h!mrRc2pgYnnU%e30OnGA8UVi?FAcf=2
z{&1B>9pVKU65kg<(a%s9>od(k@MGEIDmMD5yN9sG)WP?$$9bpQi-FKo5KHC@?kG$#
zv$R4`+t#}&{(fg>Sd8FPwemZ?N>k3PM$MY9YI(Y`Ofz@&-|c~iB7;aRUp(*#>W-Xm
zGLiFEq55%jQN7*qnRC>|WgedQzueAuBV*CPR6I}V6#Ur{)Zy;GcTBF(S0L0Nw}OGq
zUkF7yq%DGo!%$T1xZ$=`<g-E@hzpdi{Er|I8u97HHsOv3qCzK*9TvcnQg3*1c9`&?
z^p{KjC?cy=bqEm=gFqHJvI*f>^Rrb&#Gg)vSRXS~CI<q2kWeDs0+7`ln)!tgSy~76
z@4)Rd+9UM7Xz&6Ez}Nma*z<S~2K`U0cS(-!M65q(J!*M$P?B0DYQFiCuf6xBS#N-x
zkp5Q&am-I#AaK^iP$Q2?^?-X)B3KjYo4L9=irty|IY(r{<HSrHmoz=U5(>b5%ITl6
z&dM_@C2$J+j0$`K28D<BlJmpnAl9U5qd!<}Ix31nIy5m&{3ztQhi%geS}!{qSBri|
z9W5As8!9Ou_hi3W{xQQo;WunBz^&{om6?uagVc>Dh;c(BVzswhYZj>AsqiXQo+{eB
zV#{>{H<o3tHMMaMv8X1K4Uq^_7J7#I)AiuhGzyQ@Fa<11P-Bt%Rl&P-=p}6LQaI1(
z!~&7>_fK3IN?O|w!W>18z~AiVYjF#+S1<QnL>U9lpk(?e=iplvrG`X~8ERRPKd9wp
zl>iC#X@!Lzc}((?kw3T-_vHA{nH=?$W_4`VgvjN~(26l(LX27RxDsfspsP@Pv7&zf
zRH-@S$>m;xY4m^c6ChGda_n<Xg;M+cISZPn=Ac!whs!El{Yhejf@QqPEWwEyGi0)7
z;h3lz$rh~5I0BlY$w~;X3>OZvK-ZB4zu0VMI@oWyAVP*csU)eniza<y@UuZTwt#cu
z1kd=~s+kzmyyjL?*+;=9tqC))L5v;UDO=}Wm3jcXJug}Zcts_{M5H0Jm3;0+$42P#
z*jc@x0^4n+ld<8>+asESKR5w#W8qK-xLcQe1n2=Rq%B<`{VG0W2(NmOE_ZHTlvtEq
zQyTm;fvi%V2$Tkr`2#1sSASM*;gpmDHHi%A>p8uW0539g)VP@NAy{*`Aasmi&LAxu
zo;PVjA?E&gP-=6O!|*CGI+GJ7b?oncYN%AH?E+slVHD2>)MLE<E+|ho^yLuys6SSZ
ze`bR3aEO@;SOj0^<7;(0jNRv7-;%oooew{3{yRBxvnw26oMKD(?P4V*r=99$sq#@r
z`_`z*cK>1KkBq8g<S=B({d;z<aB)dLV5UltT{T^9?W#qr3T0@Am#F!pA}JP2vmTUk
z)I`5GbO<pS-r!B&0j~K~u_h~R2e-;_Bp7jH%&RQf5=jN0gJ%%rA6n<>(Ja7N3}ZDG
zC@?;xi@HFHaAwpy0vm04-7t6p`$?3e#|UIrJ$F+bWtI_ILbTWRm6)715ziHnH47p7
zLd(RP!osCGtMM+4qqK?P!>Z5RNRjE!fI1HXq)GF{Qk7In#Tn1(8TFvj@T&C6J<mBa
zMP;edjGtR|4uF5af`$2Cm|ZRyM9JKU+bm_09m6osmxxe|2%qZ6j@f^FGwLlfv|aYo
z_*>v9u5}R0xMizq#9&ggyG0UO6|hL2ehcWjv9;~Q((Ov;w|q#V@<04{ML~4Nrxa0W
zKPg214ECTfx8$_oo1T<U0NB2v9?vTg=;dXTzvvF?3<IehFz};Hi@bi8LBD&#kC_hh
z(LbLpBZ$yb(`_HBA;c@0p+`3Uf`KfCtS~y!bG4AHXfsBc!5=sctn&L~Qk8mSY#P*=
zq*$YWV1M<+#6s-Ux{>U)Aux5SPn8xKnS;VmvV2>kw^d^}3i@TDj1AzKy4_m80L`h?
zWBfDsOAI~i(-aRJa;jo%RFCb5%2>#)@JE~l`}rQ;(h^Akad&*5q1%L3G9E@~6W5aa
zFd~}@2!*z#TV&sl@slj>e3cmE@~UZU)gk@-;3;@YW=kU-hU0}w^eM5axur|%gllwo
z29Ar&5zRWe7Tp4JnEh;fQqw?Z)~|>_Phk9CE||1()_na91`!1()MN#<DJ4V|DtTQu
zs}H`OAPQs}MTD0aF+ZkNo~%@x1rt8ZSStg+1MPz#LlzPie8Y?fDdCs4iOw|D0A`FA
zVt%L<Ij>W;I$B|K4J5VZzHKmDSZ`QXe8_<r<q(I6pt05%`3zZc7nWz48O<~S;&I}!
zio7AA=buCk1K;KO@2dx*?mPE0-jq*FJzhBAM`^tIm?ROdWk=CJMkCRi^l6tjuPsCY
z>m8Z#%w&+za?JLbiw`0B7nd$V^F-4aurEG6Kj_mYT-Wsau&ZH~>SK_+RF*@2S{)Up
z8v;Nmgc@vJAvWV$GF%m4y=&u6pvrMfJD<W2)_q9A$0M+D9he<LW*G36JiG&KjpwH=
zN05c&x=fWISc;_jNts=dGo%91GP)_;Dcwk^1LY0*^qOGgG?6n3`leq+(jdyT3U-E6
z)<ps@jMr#HeHdW0Rq00>;3TUQ8g*X=Y0j8q*f>9Dn0%G<hx`7K`?;T%8#cI|+H_d3
z;_?pr!3!u%BO;ga&>PZnzJ?|_L`&HLFrEs_LdGVcwBWJ+l;mh159W#2h~OC{O48a?
zt~3LdHu5^**tOfFx#~*7^vb#lKyu(9fJxzAo(G9+B?k3asbD*r?_dl68O|W>apG~$
zM+OGoo&@lB0Iq9SL|gxPOXt$2D%-(_tLbH!HxE3p<9r+o1sIQe7tEnuwivC7l2IDf
z7stR>5M`pj-*nn%c@cy;*825RTOI`Gh#Nk;%p!gr@CdPI)v$axC>A_k!CXNaF~O9Q
zl&cR6L@8|d(MMLcMnoZCz)|}VHpWa8dCpir>gEzNd%-}?;xnMefW}cYF_6!+YaU$I
z;IJBiufb%xA!<mjVJ<KWy~4mFD}y%R5?ilkymZF(G%?%e|9%G+;yQgVL<n;3Y3dwl
zO%NFuX{tFKZy#u5%jytILWFUxaYLoF1w<0~YkF`8o^qaMek(y*fV6=*J~@Fygdm>t
zO$&2<E%{W0mjgP|oL`GAnUa&ayU@b<x%U+1@_bXM1$#|zW0iR9Ll$MmZP#0if1Cs7
zVp|)-EVStvpNHEEq*cHsJViP3v$JWejS$o;cjii>QO#|CxKmdCI5mZv_xlPYNizfU
z6mGHDFT26M7x-KoL|U2sEwKAOMIOD{zsa>%Sz@E55avt?SK@g}_5{x()zd-x96&-g
z7TkO-PpK~X;xy3V<EnI}<#-}pNYC&3@!l>T%fQzgie!syCAnv_);N3E?b9?d8$8SE
zjkY*Hf2Ne7Bo6{oQf4huvWdQy<#jM7R@FNVd}{k0v{FgYFx8az+{LENPUCmHgeZwy
zp=e#1Ra2@{B)`TeG(0z^gjOVCO9C8nX#pFvCfw$#G`;bj9A=!j6XS~Z5CSMTcvz|&
zCibIHxOEUp6{dd%ks)N@jU;JBk}mh~%=!lL9()Y<9ZhGLH{(3<19z5;B-q6Qe$zMd
zh#<{0(vpTM7-E{}0j?n$<HC_H`J&K2?;t+1Z@S@6viU>qEX=9VT;D(Do7HmmA%7ZI
zL2HzpCOcvomdBrb!_KI;X~OUh`e;iaRy9Rv;^O{gMPIfDx=)&Pay{?z7k#B@aiQ;b
zwUN!Ql}OJZU`UzPy{a%A)<Vu~^7&U21{Q&EY{lz{k!F@l#0%**rbxBIH5@y70O;zG
z03~~Ed>iz2-+Gt0`v;r?*VnIGJ&{I!<JPfE<QkQ*dfDU$9+Dx;lE3ydACqDRjxY+o
za+H+J|2i+aDb^JwTo?@u;Kmi>tN_<(I4`=keTzYyQ-&k33K!sPa@xW%PIE%wwQ*_I
z<PKI4c#>-&^NB=Bidayb3dYWuxFd3UEw&-nvpxMnkbD$%+o8iM=9pmky;k~jq8oVG
zz1g@bBly_VetYPjDCb_OoNbSo-v~+Y_xw@v`##8~PYkm_xU=Q`c5L9F3&fn>$bDw|
zcpzl4qSSHxUa(xh3i-7KCtUPZZ<-+duerLai|Xg_-|4K~@MZ>frBwowS9TAQlp^ou
ziJ6=PF#l269p0aCU2nx8x+|=tpcm;E*&mbvC{6i~rpaaB{y`>+eAMG&Vf}p{dhUE9
zP-k|J32kyv6Jf&z^gW<&ie98K9!R*qeX}Fd`tO5}TNbnl3Em7yqp$tLlnv?r3$Xtv
zdaTd?Z3zyviR}L$BsdAIRe@V!#()|)kCMR-0mPLAdZ;7W%KLo!eBr5-PK04o9)rNS
zH3Ge>dJ}Ma*l>;ae|fKYfqLKA?P1neHM2qu1S18)QYiY%KNk7Gms!P1{9msbkf^vj
zp6z{D(cucQIeg1!uGN3?co4Ziyr}7Y@9*FWcg%qNpaW*^Ajk?9f#-Ue$>J?!)wHBO
zT#le{h^a2FX=`Z--fD|KSUd_-_th3T*6BV!M|?61pUy>CHb1I~m$UE{pIrCI<Q2#v
z$P-|Esf#W*r|IYcwE+or@_*E|W`48f#se)5c_?4ku;*y-ofSFr^Kto&B8)DOp5J!g
z-G*qs+kN{3HRAf);pK7BAoh5t-DCFrd|u{p#p0UxczUyfULl&OCuhbsH$+QY=Z8<#
z#*BiEiA?5>V@pLt$OxmIhj+udcU6#o)qHxTcZl&S-__X22&v54--#^VM4wGwP-8<k
z|6}~830VW2`D*~Dd)$hI;@@>>&5eMm%jUDHrpJJcEJc-sNh@i|)=Kd<>Q>r2feAi9
z`$(xB9e<S^L!^k9zn=I678a<rvQNOe={80w1KKm22vx=T<YSw1+N!q|#SG(GSWiXe
z3k_9XHoO5yB`W}a-p=+>$Xtodm;va#gRLQ8(ad)_8~<KLBbAeWSy|cA$!-!X*tDM!
z4V+(PP%uQWr<3CNp4$mJPQIO9#qGDsneei|&rlG1!*s^mIL&5b*Gt9_bQx)#jZy>M
zp6`n;HdfYN2;HI3Qz_W=>XW>=0Mx`52-MV5{sls=AG`#!xU*;s22Y^@*csanKFM!P
zUyrpYA3d}#=4Y0!N2)bF!e5wR<?ZAQO+z|7XFTSU;v?2x>r#}ynKF7RG<9eCLMZdO
z<1X5G0>f=_PR+T(4RozuA|yq<0MNr^yuerr%fe9DF#lleBh^OI{YZqQCM=FvSMuE1
zA3+F3sf!po98x(DmZC(>u37Zu&|HNkya<#l<ZBP;MaSyU^9qBw)W2GV3-31F3Q;Za
zA`AVY&d}`a^p(uHq{q09nNQ24!gx2We2~pWElsHfOro1K9CH4@NCPfapnyvqwDUm%
zS1U+O)aokP6<SMkCx~lew9}5$bqE{ZOnn2LfGeS+^^&Oenx&<st@oIC$RQDP{w5)(
zD5j1$DRgx$Qzd9E-F1;Zb!&Ssd!w`@x}FYljlZ!nkR~wp=0=|OQHk%u;O5SrY3dU-
zunY9`e<c(sYKF10<bzS|1zL=JKW2`a_jMEoLs%_hdDGmja7ab$18IcL2JQ!LK^+EM
z!h{^#S4J+TSRp*$Kp{^K=$>*3y!3Z$3&_;nF|eZD(5Z+Rz(YVU1n!}qfD*+}gkKDC
zQc|Xl5k#x9%7k2&tPI>yPw2zW-vV&cw#-fIMEUmoQ?3=P)KeExojW5|yCoL*BUX`h
z75jMuuf$rSz!}Uim&Sz+tBN&I>x#`yS8sCEUou`Mb|d;rw#lw^>!6F(Rk7+O-ZnZH
zL9#h-g%2U@oXO6z=e#9^Z<vu%6Lb2f>&+hasY?}Ps{0qhE!VE~0_*znjCI;sM$Y3<
z48bu3uFht$N0QvG7>kQZ46phCCrD^`%c)=_f#;)ahuhDnudhE>v$~#NS$}i-A~c4g
zQamheg+!lzpek+RSSEHncoi${W`GHoi~k5-w@z!ti;YDe7&F{d=1M@6Rkb(K)!vqX
z9-byYuURpNO;mjbN*Y<2`*_W%Y@xB(<`p^m>kA2lA;HrqCGF-a=eW&Ztc2^NHpqeN
znmJ|nKCZ3pMMfRjVmQ$m=9*1F;e?rTe#0{onlTxC_oofirt+GXaWcwe)f8nLUd^TJ
z4{nN<<$b*j`C2aR4W7(;i(%_HL#t}Vw~8oX-^|9N9-g$##q1i)^D9bLwSa*5c|ux|
zP7oj=zxMH>vi0?R%SQGJGJMG-r56Za&0HG`Dr9!U!`sUY)o{z;rRq_hcSEw_HjcoH
zSJ&AB7#chG@$z*=NyAr&@|s5dxP%y|q5?(0ZcoY7YUKePQ-RaLl(#iHz1A71-#}Mi
zkENIbuwkEWG1L#EFv;y-fV;LG3-e%}T7BjiJeZm`opn2lN#*b(KlEPJD!QGO_#^=y
zep-+v>*^N`w*VN+NP&k82x#)SspGc_qFTvb=h}6a4*!}4Fi__^J3$N}CNU=gJpg*f
z7&1&OYQ#?z2u#ClwPMZoBUMdoROa$9L2&|wp{K7SOi70D@yB^K@v17xd*Id(GU>RC
zDDn)7|M2qK+^JBftp}N34qFdvqr>CsVg?pcyD315TUONv^-+tiOaq0T@B2daF$EYv
z*Au2jOIVih;TEZkXM;iCuiaDf`82f_;oPjI!MSg{znrZ}K?fCCJ>D8c7kAmQ^&#Nn
zkzV3j8?uDS(&~Hp#Iwg15JZLGr>+hZ9sT_eDp5Y_S)XuwK>JTl&t_g(hb+Cm=SnBG
zE0l8T5!JT<Sh>2|3zIzS2E?p&);tL?Y?y})VSZ@oWaQ;(Nj3dJXLvoAq9Y=Jt{)C{
zFbbW=#E2Sei%{w=t~L5-=#wBv$&e5Gt^@U=-bz!`8R(45FB>$p9(Y<CAM8S(B0%{g
z9khhCbzR8mmpILAm$7VO*BM$Yr?f><^G1uF1zE1HewlOS+9Y=}W=1%XpNGvPEBiX&
z>cjVBCVR(o_Rr_A22*g~*3aWbQt$>qNyfGn9E=1Q%F4R7!R`X?DUKti4XZ}s?s&{x
zKw)$~l%X?!IlsE0KeP;bU{(FBNfiyCF$+YRm?GHDzBWA}1}zDZ!TXXSFPC9bhR@RR
zJ9JD<o%R;rLXh}6SH7;EUZ9SS&gR-e#Ad*_oczn*-4vwU(gXjPzBRfl#8&tt_4DeM
z$NeHO&|r!V6Z1wGIe&v6_|$XzxHzEW_W)5msGfE4Gsdz3koO-23`AbA_1>$bPX@g%
zUlD%vfBTDqX2q#SI-JKLGg{5ITZ(U5I4(3a>j;eJT{I^TGNh@R^ui74tL;VTGZB(e
z$0L`)QlDB>Kzwz}oW$ZVAr@&asDzz_7H5HfiF$H3)AXd{m^fxhE7X?(Ykxtca42R%
z2B_@=;w}?F{Q9*GqgY!bYn>5k2FPdlsUZa~ixhFQn-}Z58Cmx$=3A{5M`B$gI_4OF
zP^1(SdrRc?q0S%h#!zw?Ity6tY3+O&ac9dm=su7}&gjbXK>?x>^}b<3OGUJ78rPs2
zwZddkv2Hrs!(c#$f(cxhV^8Q3@ZQi^s_ee|&;o96f0^Lh%xUC<4SjJtl>+1s@G!e!
z+9~KQqv-<E7%RijP=KRmcC}3n81Sx>UeW11ZDT5H#}RK%z5YB55oJyk5)STYHkgao
z@g>mKe79!UOXvuOl28m={2RzQOjJ3VNm(n}IZ|e@*C4-!Ly{r8L`<q!SM-cRGfx|g
z@S;OZRA!v3p}q@0t1Rz-*+}z9Os@AC0(#SwKl~V7%2h^l;mt<}K?MOhWh!d1@?-T5
zv5<1%6)>7@4Ek<0o7mz_R?t2sC`%O$Dq6QNos6$GRB8SI=((d|+o-F=){xu&0c*R|
zE_k`_31hEZ)QYM(jY@f3H=Pn4^P$$dp>??P`X>R<!MG$IB#GOc=HcG@Bi3GGk$paR
z4LY9)fqpHSESuv6>#ET4ntuC;imHMLwruispIUs{Ss>>RzsYv{?YXbb?@9T5!}(CQ
zfU(!z`?Ym6x~>NhjC_T1F5O#fw;;|l`I5H!%o&%}$mIEQq%3ERXKG<+A*J1}W`Tow
zVh9iVCi(*|m)2-}NKH~xxE%q!)u3=eSPFA}Ms>Rf<uqF_qXp?^;iqgn4UeL6sl)e~
zyg)roE;WMbyy0zjgc2LSmNpC7aMQ9R1XAXnjt(pRzqU!XOH-h1CgCs7>yU2DVJbA|
z@W4F)J*xmwoIR~|->C4W@#iE!(1xuv(H<G7&$$g>_vv;^<4hybIye}~X()Osoc_Y2
zkxNX=*52cl%0_mPJ?fVYRaGdZ8*m$}x=M(h=@F<OSBMsd9ug;?-vw~EG%By25~8}d
z8=al<YH63fV4@nI*-UW`qE6Z@0WHm56rd)%XGQR0r@qnWdEGAh8ylkT!&07Z{VXSD
z5dsb7M2tr&D+pQ)+u1R`vQ+?I%>R*9;0Mfw*8VR*2;#}?n;aO-A}GmzMb|ds=I$|6
zlrYs=_+7iPT$0xK$-GG%>Z2mMn9~g(+QL^W!(ASrVldo;Echq5HD(S=sO@-j$NTIM
zN17heJpO+&gV_Bukn4%^a2=<|el>|smXXZc{}z@hXO8+LG(VUXS|^BQB#AA7eMa*C
zE-di{6wJuLfn23yPoRJkrpWEZi))y`|5NSLq*6zF-P*`;V&H*><UwQ~(jHKNrMa^@
zR;q##x4+oV`wvL!>Wk3?CX|R3AZEzz`v`rLoVx0Nfk(^eI_|CSB0^!wlp}Qn|EG|l
zEO~UR{Y&S8v-`h;!|%9!|3Fs*@qbKMyqF~Gk|e0dz5%WA^#6Sj=1>H#Lxr&dRl19R
zEv-!oT0sD%I-vXfe_MhGJe8qBNr1*D0{sy%s`0|I#0OLcAtSU>{}&PdgKk?3l5Zb(
zNPdqWlP$%8+AE|e*aU(90j={CM%^?NGY7-YnpUXCMq@EtTR=vglDW6@+C-yH@98;x
zb~nqvZ@2S)^*~%LjS_{M7&I@?vu{Dc?-6KLbMi&`-<MG&3-o+kx46OU{{M*f=%}Iw
zGbFm!R}k)iw~cZH0&{!vNY93Sq?g^N4<p$(EhqG~8=q+TI3_ei3d+CTh`LdYCGrUo
zKQ5E1tcIIkJh&T(Ps)8jXYdH9Ee5v_br4m|i^2o8?c+-Xfi|V$jeJyQ(MgX%1i<>^
zj5tuMAq(sm6pZzk+1nqE)~M5ea9h9e`~T&`!nf+uE5>j1yG{BGL3<Hk*Bc*wF2YRq
zQ*xzNdZI3vw^@kxqd2l}%@Z1ryp1r+(55lwqDY|z788-@34jT?<8VjV2B@(Z%Th9H
z0h4>;bXen&;6xcB9EiqO!Z=D&3RK5`>CED_P$!ofZlRWVaaMz)ig<Z_5UAI}?}C9!
zknFsvbA%%%a$kdpTPUl@huPX;NBlfpsgf@IwJus=Dhn7|huI;_ljlHb7LGNw<L;VP
zMmjT<MuYHj1RAs;@gc7oMhUA{&x>sG!v9~IUG2TZ_X6tmUn@(^+AOga6gjRHAQ~Gi
zJ=h%Yi?K57I-GJUs}n3S89!D`#Bo}90O;`K71J~CWv4!yfC^*umU5QiW*e<$+Ua&x
z4wN6H-)q*Fmb7_f`b_!pZJ5+9b^@g1E)k|2eC|y53Wm{#i6%u$n{B>BoByJ0maPjk
z=SN5kkWGQ$D%1qvYlwVbq<+KjhY_hfN}#-EMt*$Vq>~f4L<=+r*`-aWTWp&M<PKZd
zSCP(n3b*QlmLem+ElY!^{p8kx6p?0wau)uMFoLaixj-?)iR%3(n{*z(>N@4m!TGgB
z-K#$!hc-R${2js%t$KYi11M$68*<0uv=-ktc?*18L6!Xn2XqEdf}&9`-p}SpymD6I
z5@UZFM%e^=@!-pd#KhW?W5;QoPuf;u7i;O=gsaF8EiVQNkxx{36Q|J~{`I70RkPkN
z2FJ*5I5*=<cMXOVuC`p=xU>#+q%O?b_Tof^mb8*TR6Nn+w_vIhamxD9DZzjWO_B7x
z_s94`wD|o8aZ-d658j0HYa;wzCPdXKvw`BX=yzoob~-H^PXCgn5FhMe)1rXRaUACD
zAsKdx)c=FHw~DH3-L`duy9Rf6x1hn@f&_Qh;O@aKxH|+0?(QDk-5r8^@Y~6pOZF|R
zth38`IZxw-!sz24(pzh_ezm;^u{>97Oo>9StH}@jTI`Hor?pZ}{B3A?Hvk}b4i;GT
zj*p<xiSUUhaFdbv>`9O(rF;2)-yJ!JuJlWLAz1e3>^hJiBsT_k#&1b6l{Dz1!_PTx
z3B{y;x;=flMW+F~4HLj7Wi;{0a0by3_H4}5I;oo&l+*Q>3AV@cx9A3`fPjm8dipfn
zY2^RG{cPDPx2jeqtrmW-rCe%mDSnbYO+)E}V_o^L+xYF6zr1AL*Lj56P4<2MOaIeL
zM$1RaWH93oDrB;qU;j-#Sum`3Hy}%P*Bv#2Jo=MUTYA4^d1t3F+ps>>Z~L@mtS&HQ
zA-kM-6RcS_lF(qi3aWHU_HsWcaHggjjiINj6i7LEU|~+`XNW^p(8b~~K7l_9+2=}_
zHYtd%RLLhO5t960K^i2ui0abtuz*MxG&$B2|DFU+k&D2HSA={mhUTz9Ave}ATggl&
z<Q8JYfCNqMbB382#8&qT@(G~+fW8am!CY2BH=)OYH!eyzv4XBG3A=qq$<aHCx5KQC
zKY?Oe7Wce@o6PU?ON2;YnV70xJ71QCaL@xs1?u&-=fG4Tkr%wc@&}CAcHW{Q$h74`
zTEo1qe9ooQ8T5n|uEeFnB7=Sa4VNYP7E!+kqjRo9GCP%~4<}Bz9v(O>;x@6Kd2CR`
z?LoK$2+QP;le#N0*dQ<#xM<o*6GgOG&3<8`0L)W^`?ZhZ;x_3Ze-OrvY;^I?``7=}
zW>J{bSa(Y5HOiS>vD*o8de9UWWoc5vr;fUn=J()V@gU`tlBn0bTZ?6Bp=j6m{_f%o
z1uIXAH-O6m(t0I?9G%loV=P~($Y>>13G2g8_3dD(aEw%KFp~zR*C{as+z=5~&K5n~
z&-zvGOvGssqG6Nwwu-FOopR<GruPhoK2GV~r3&iZ^`&&}Nod!UVW`noO`_>R*{Hcp
z=F*t(vmuWyqm(G$4=_*izVyQQ<t36M5<mx@-)}sjSPELOSE&1j26?HxCnZsU&?VSd
zV(O!cQ7prPgA}f!OL<7XqRIu~GM+eq?j)1Wf|go;P~n<=z<X0C9Se3$nQ{jmIq)ej
zGo2YO%=jc|<~Pa45Sebzf7EQl@(q5@b$YMjCFA(Q8@EX@D&AJK=>KM}i{icfSyIu?
z4PW{n-E~6;Rh^Z5oaxfv%RGHzkG@*O+7#H%2|6_Tuc`Sx6PFv+79*fp1p1;HJ*-Jg
z4-GQ2rMi82ahigx?>d2+ra}vGoXAba{ZI;GwDl8llGqtC$bo(mevCl|-Bg3*YiG!}
zl3gJdIS+lm0ArsyOULiThYN_d_2AeSu!#MZo4ab@K?SVjc=CI25O|Nf;6bivR?G{s
zhy{L|zTZL$WS)d=^w#QJ6+4+C3p8jkU_T>x_>N_WSP)rj`p$^tO-dx2$a+{#&AP^#
zs)4cD9;@ZR_SiCg-iC31b~27;d=z>2fx}|gAV<x*p(+}?`20@&q1Twyi=fISM5bX;
zebld`GvvfxF;m<2c(ZRNjV4a3%>2xSX_`UhVI-yYMRpNt`p<CDUsHmy^}PGP+xIa0
zMPLN(mlg&lEh_OkIR&R{C4==rMG;Kw(MzL8hY>*y!M-djrfbT9#W~%FVt06*1}=NV
ziL(4oZB7LhgqZ^2-S-q^73B;D=N$MdKL`VlWkHl^lQst;y(9z*utsS-1fbLGmJ;LR
zBD0GJ)6JtsoaqJlSzoZ1!D=@bW{(`5KYW#?(mJX?tB9ee(&*e%X(>Zj0*7z0nHnLF
zJ>H2h-XSh16cNa5DG0l@2L&4ws=<p86va6O<KB9JeE&R!o2;Aq5nG`4Li9Oe5yvS4
z^e9uICSBHK`1ja}dr_xWl>iBPgy|77u;W+X6v<To>vR=7)xm0N9gKA7+kwY0J_`D#
zG=YlZjEWIt^CV)S?mxd<%FicfqhMvPv3BWjO0QTh6P6rE7IH|Wvvba6esF+c4d54?
z_E!(yfxNeG4|ULzYL@D{0lofoK!?ADUvIhta`In<uY@&+NbbxU>(!H5r@95g$RMFw
z)?7obL6;|lmEt_%dRs>(NZ?b9HZL7?n4x`Mbx&qsIVY%_dXVr582k7l$l_(Nr;#t6
z_+3E>K%sK73J+*Mp)947W6D+WiJ185lYUDHQtQzp=#nIunJO>9P7tt9rz#jNq~Yo8
zfrU0HQpxz{!Gm{}cZ37rMTSCsvH~-xx#UmDktXX61uBpyEz6E>iSKbG%zVV7b-9BC
z<Uul%*Zn3fxme1WFeNn~XDWr4SQy*!P7-geiBll(dJTGU53Tg!Lc%55UcwA^dR|Z_
z9Oe$aJj+6Qd}%_ryqT?&`fQ~1bc_ohe^7Dj{yKZc@ukups_`|jL2{2=|LV8#K<WsU
z$WtaE-qgrrIRE2>VQu5=UmXnYj*AGcWBc5Nx372thJ?<QVG<p|wX|~!n$?zXMTiNm
zj-x4TPKz-r_HVE;7#>(btkd!njUvidUsa_(i1*$kAw%yAqoK&^zG~rPXIf1exWk_J
zB4gdcoFAF}rmo05IN5AzWOWOum|y3Mr;0lbdI!nco`CBF_)dk7gY4iZW4`MST_JR>
zkc0Fr^2ALdu`c0)kN}pg>Bc~^H}wrjKzX_8pVcR*YBA-HP;=&xl;pyccr5Av5fq>8
z<YDeZ9zlu8TDzs132s9mUlpeoW~!Iz22Js1O%(j6q43QBd3w)yd>RF5t4crhu<=#6
z{Tlf%f#}5RFwZL%(0JDV<Ou*xPhOYOTT1~4`j@h0h!X3CMq;-HW%l^<?}sfQOd#1y
zkE#anI(`FSmv3!PaVmh!b=P>F^bfU29XT2QkPH;nZ(H~s?D=mR{-D%1nd}{NiQ+#I
z7FHR(Ow9+g4xg8<ah>+-ssCdt!e3pP?&@7t$$YuT)9}8{DF4R%%WdFAE{${?G#>I>
zP=cO0CI92w#k7a?-kU`OR|NOw2~6krc`0jHYbMsBU4IR*yJ;RM!OUeewRzq}8f$Yi
zM4VO|FSTO-q9(8VwSR7C=;7n#4LTXvACG$i93ke5+2i_@a@pj?+#(hhjba^6aq*4u
z)?|iQ9yzKzfrt;^=H+apfH>F-J!2<5Lb?0^`~zS_{gAos8pnA?*vCBlAGE5U|5d9R
zT3$+4EclR4lT+uH1)}8$(PR(rVQxi76J}%hV~-$FK1iMo)F4+u=OOGoI6y*tH91Q$
z{_uPB-Q3(z?Q=`g8$z=7PlO~x#KpN@h3MDHXnE1;Zx!P;afRt{OJ0LNl9ah~l8DdA
zyZiZYfx`BW15Dr%tkM_}JUo#J5RaOpbjw*52Ms_5lRn?V<D0E_9eEyr4F0widR<Sd
z>bMzWefj@sOxoC?oic966aXed*}`&sJ9VhZe3GcqFA47K902-sX>*49!sM&);XoHR
zEA^IIX&58pz-p8@KsH7*1!CfiJ?y~9gt`{UR<kl@ieUg?kz2?5!}Vt^jUKe6pLCyE
zSyRoPWD2I2&Z*m-qVG@OQ7f|PmP22bKrSmV{p#G1lh8f}su2HB(yXOgDyU#-Q?WT=
zqY+qbX#Ccx-5&ThZ30;%AA@>lv(L11ulycM&M@eN>iIZRzT?r4nwOFZz+lR4n0-6h
zVp$!s*~$Q!=X#}^PMJ;lafMqMO3TvHJSdP#sR*HPPi*E*hS6N+U<qf9hjTZx%dg6#
zmw#hMzP~Xekz(YA=y@Z@mK{U0F!%QED9G<e+iduWpY$C~S-CoD%j;-{^$1r$r<b%8
z<J~kvG$j{E;?P5wOBrdM&5YeNQslTs!_tP8hE|GayT|s}Ug`#<7~8Abf5;T#E~Uz+
zl(YTP6Lm<jHgys4$?&^e^b@eOb~ATMQ)<U(pXlaR7B^gknklQ8%8BBv0buf7O^I~;
zXo72nEzfu0NTP2X1xTdZc^A~W=ano{J%7_9tLj<@#os4z4a^$r+1T6W7R;@Lq^ZJb
zHOmrHK?!rnk?7^T;5Nv3Zk&K9d5#Di016U4Nd1c*iK`u>P?42Rqk`e~3H()ND9GKm
zXkolpxIdi+{p0&5l0v?6=fNZxK>-;y{`RMc^Wgcre#iom@J=h!z4)Rv=c&CZw7DC6
zX^}Dtwve4`4qqm4m1y%6ktD8EHB9rMI&I4|)~EaHhhMq!DaHmi;#(C56{IpB5yi6G
zrRuT7kQ(;UAm9jTGxF=49|5MTEBTaCd8?Ih=HV(r;UC<{#9Y+Wf8a)%tB=L>%x-#U
zC+08;Fy>q|(2-M80(Z%{xFIWdcxi;e`xS5A2$BRD21Wxfsd`K&h}L}2W>5;&4k?5K
zGu#sF`04;*nC|aq7Ac-7(BQoy4uFYl6RBc9J^DP<7Or(gUwacAGDzHG>bnXPZDd?$
z?bJ_j;mBPqzpB!3XRODPF0{OnGF9N&3r#Vmw!TLkRM6IW9tsOAXG18*#wE%@Natkc
z4^L^dc)^7_5avE2MsuFwHtY0X{2M%?f`oH7{U5Dj<m(xozf0?AoNq%rD_OxD21fvP
z<k!;DL*f-dkgVR!XKuO5WSNTcsdn~dUXsVBt);!#C`)3NvPTolY1)#MUF^Q{zFDSw
z7HsH{(7mIiQ_Pq1=2J4Ji1g^u=q5S$)D#snk>7fLJKrS6;)jKxGySy@Xx&ZW;@eHJ
zD}}KQRausuLY}*SQGC0A9V309of-=E2FF34kT7l<fDfgrZX=UgCXVGoxH@B47us5h
z`qeHB_$7kAnc}tZ0<tzxc>>%>g-b_ZZR>ec!_vIUhxOlIOs>LRcws;t=HnPi0z7(~
z+aZ+ZX_qzf1ToRrn_tXrh`Az8F#HyY3A&N^oM&$CQy{E_d*Z8G;|r9+IQ$lghTR}R
z%1%DxQEn9K&am5JY_ZoyuBr_%r@~u1G^p6E3x6SQ`Z#FR77{9UKRO@4&kLOnZc-?W
z(f1cPV%9ePt-aQ)$1xExrv8_uYr1YeE#ogScdj-;66u=4*j#$W<1anEjYMC17e?3m
z#|Er$q$B!sw=}Jfl@mSN`w$3d{~ndI)gK(6YPr|U=2%WYnFs`WCCHX0b2|xTVB5O@
zGh9=~QYcs8e)f)c1p=#s7qIBCT8;noKLJ~RSd}ib98X~MYkpcgIb0@SY=5{#1QxQF
z(t25f(KPRyRhgqCV~lk!)T1CLo45a(;n+K#sTp?ciNQ}u$u0Yy=mZJ50{Mp>K}NSs
z3&r+JQ4xR6xG|<3M01Ss2t2aL^yE4M-g2=f*Erz&YEHt0*uC=O`w84MtlT$^8;;VF
z3FOVg{LkJ(Nn>`4Jvp(E!kb@AoLXGICK;cVZpFfrp1ZEfTx_zCGmwP75a<xfyA4K?
zIezV-*Kkf23p(v&{m^EFf7w@l9c@EwM^J$U@DkzsIX~a-nxvqv>-Zl!CR@2jNS%A_
zoh9eKg1OkWaG&78_&>>+3ZS|KA%4-mOW2YlSs&wlyCr76hMbEpS=Nu7J?=IkrjR}Q
ztjX1uie3<$8i+OrHcwk{LWLhxP)UA__$Cle*LQoH`IF-S_+5nHHS~z)j6#qq$@Ut4
zo15OPz1+{^ss_9DetRVS<W?qyDoyHLb-*-~WSsdKoWeR6Xp0DvR{jT<@fR(Eu<-`S
zQvCyvB>@YL5!>>_`f-~?{TF`A`^P7Qbuh?64jLTrh72pxQx-0~O<{=v)6riDZw(nh
z@U{R1Zza#)<yec)b5D2zCm})oSS<ON92?@<qJIq$llDJqEwHQqbFJ0x)8x$dX&5jl
z<&pk9v2G@d_>d1!qOORvvVh={auEdBeu1)4_0H?~SKSf8>*c-X71D3bq!;(rA45}Q
zpim+}E)<g5(%|?<U`AceNb-+MetXBpKR(iV``-oGmU+Iu@1H#)sL%;%Pj9<P;^%ZR
zh7M-Ft}j0dTBOyP|5beIT8Q<AfZXV$vYsn5?n(bz{54hdK=XzveQa0d&-|9^-m++g
zyG<RDU|>LoKr46cq6UinMStN-LvYW5(BQ-c2w$-j;Osn@&;d+Bf^hV#)x1bFlmBiG
zYIVK%HCy7}Y!;aDx<<**R1W7e+>rHR!F$)==b@t;rBdDS(PN#<Mn_mS=y^_Fi$*Fp
z`x5*Q2-1RzYfKiNB%XOHOP@v0mSQqlat(Ie4Y6gcI(RGn#)YKaF6+GF>}r*d9O1H;
zWD2CA`s1=%V6&`(AS3^wKRj-re#{LOV;np>B$YKmv}nT;lO)>*JKxYe@5J;3N{yk3
z(GNi?G3o3mS@7YifWk0Gi})a|{jSmYnuFfW(e7uaA~1iFy6cF>JZOP*;r{VUAp$18
zq3)I^(}fwOe<!;U?W1#;4*mWNP{ZSH@v3FsuoPh~_W}8+;(hn=s93gGjROQ8r8*Tz
zJtsvT{ImBHXauj>?^*#ElqXLv_An}ueU<ITqP~!D=t7TQm05ONXh1u8f0V3S$sk;z
zEi8pZV>UIlxTv@oLH$A{C(?jio|&`*=Le|?Qj>ziNttwBBF%K<8w;!Za-!{VL#o2e
z1`M6<BX*hNM>G&)3CnNcDIr~<ngpsps9%1S!SCpT3;yiGg+Pv0hs7U0J8VZD&l*{+
zdl9!&!WADg@17@i?P69!@i7<cidKJ%-lPV6*XZchB#h0QNB|Bod?wifLohTKa@!WM
zDZWwdNg^GIM7+0o5Q5&?;xFi9NtWUs@r2&4op=mvSDkS>K+V!#<mBGg=)W)@+v_Qp
zn7x%}&M+sRFp3+}p+#dQrNcFki1^UM&TmZkke&u1NX#>rKfxsu4-gLNXAS-cGe%R9
zxo&$J%p^E-R-es5Eh3S@c=^<<BE8HdM7{b$6tv4M-j)A4L1#FSj#lC4S}zMM46PSc
z=6s9$Qax#4>}NC$MzUkP3vO8%00V&+C!H|~9?VaLckogh?sIeZ37JZI-=#NIJyK~J
zU$no4VQIq7?H51(2oUa_9_!u)72a8&mli{;sO-|R*bLj6s+SqI=rtI~(S5q*^h}SQ
ztx0^yqJXgGYeg*>lN;yB3UJHjAVm@`%C5t(m)pyql$fAm-0u*21r4Q93rL&YxlrXe
zTEu9GsAL;b;i+Q2CM=f<seiY?fJ)$O5m=puldOoP#}t<8tY*O3%|<Q4twl1}w8W&c
ztB=9Db*bbv6uJ&}2r}0*EJ|`PO8-+?-cLq(JMIo8=-e$%|IgVmE8n&s1Nx{8xzR;=
zECRFgj}J~|5wqq@pO2iELj@{-xGZ)LWK}e@1O+L-fK#}jj}WE*8SX|fSK?^X>*0qP
zF)cIoco4-%6)F}Pv3yo!MjQbx18$z6vKTZmxNYwq&_)~VFvJI<6+o-f!?s}xV!|Qw
z)Muv1W48-Mt5U%{V3OEYC&H9<QJQ7@0#HW{fq*dcL<Y;C9OKDqy`_U+6V6msr5qWi
zUV3I>g2JhFW=!#Ax$7rZA@04hVpjIK<>Z#lZ^=x|Qn~Lx2%}QQUb^|b5w$=h)A8(C
zg;>n+4}HyP9m9I_D#Fnkx9L*9LW-dvbuej{NW>USBw5t;AK~ppGoRi^Scuo;gJRin
zo{fApoz#_Y^hAfQ%#TF<)=%;q{-qIDAAcBinZj_7v@$wILr+egB&-G>K);68UU8Uc
zSrT**7Qp*w?B@)k=SroDS2QoA+}eq|fe-$$um?0ILlvu5-nJ(sG!TZz>u)Ide8BgR
z;V}Ab@YymFA2~VA=CKG`u#^>!HKI|uR?ve_L~kfmfCy$vNN!j(S-qcxiM={KICg`i
zNEy$eiGT5X6A@iv>Kw5cONcsN=KEwdk`xKDEjzqg5Wk$SUD};A0g-K~(7*35uuNpY
z)T`4M88GdCFrbLWNHS3#dj^&n<Cq}GNhU)YijCvs3Ukp`K=L?z|Ds4|hu%;F4S%4l
zNx#!s5vvTAV#X$+2D=Q$p6*8U5prH-m`)NeE~C=0WjM~pLm2q{KjO-t%$}7MfD}2A
zG$8LHw^MR`p(iFail4iQ=p<|Ue!EMdf$OxyuuA>!bLCRb4C03)Ifiv`P!npH8&nw+
zheL2C#P8;#MCoyzSZbD)f#^}YJ?m0*b{NqohdGk<;^n6yoysYbE1#}nY|{xDOZ6E(
zkyy1!LP)3EfS>8Psa%Ct=3_Vtv897e0q0x{GeQbXnSYg3AoiT(@YuNT^Tj=4>bAjy
zIt*vXhXZIjt48>z;BOQ?(!Pic+%WL;9D^bHC|FCxH{uR~LLajj(ZciXSF=YCLWr1D
z(B(j<8v=W$Y8N@=v-Jp31@eKxDJ~QC_{ASA18P@H#cN7izrl_m5v87+bV`^WEqvXC
zz@oC0=d&&nSa>I!KAmFsg;Dz_0R+#eqD1(I_k9K{;|WG_bfPb=G@4Y=H{z(t1R+qa
zsIcciIlo@QFHonVGCeV?(e#PR!aZ*8Os~T|6eBH10*FWo(5q1rs!HFO%oR(B|0ZfF
zs(0omA~#rsbIW58NE4tiQUlmIdoKq=-%%rw+b~{~U`>?^+m$Os+<YUgM_eO)OH0bg
z{`NG&z)nSs>Rs(ay&zvG%avEgegZh9-LR@^<2l#gEfZfJi^O9iZ1uKg<g{%4Z=sA;
zUshNYsky`cT6M-L1h_9j#+nk7G%}iE`1R+$hH#<NnIu(+HSu9$HSBaMgP>U@Ip^Hd
zCq}=G9RxG6H5b0g$jsVlr{Ogu`<7GXIL3Ty?`_O!j7ZIO+fqWj>=_<JIs5=?7eTNj
zM1mWRnio#WNiS@vk2X=@pkRgRTgN1jrd1%PzJP(6_rcR|4j3_$*VF8Q2jK_%CP3mV
z7S%jO%hU+GPe$EHs`_D#AzxrCskidAcKk!myM%R5>$e~BFe{ml+vKTqM~)#MB!XQ>
zor^lPnZ?CBg%(i<MgL5mUG>W4NW!&;yW~XGH|Zi=-0`4BuD{T4HkdVORUwLvpbXuf
zHBua=dIm4KNlu9BHQHsSm_?8*H(@-=3YFuD4i5lW<eapq^pk_$wG^*(8txl!fys_T
z@Wxy01qp<K3-6?ityA08+uFR(wKBoRe+xhfI>Cnd@w?~0v>B9Msug{7aNMJFc49)&
zkio8ky=7(NpJD~eu2`9nx9wp|{kVLRVVoPZWi><5eTsY0C3*03D#1qxPlpTjppTPb
z_aT{%^+Gj7^SK$pRr%rZ2H#^~scoJ|4nj;Q9~p#v<^+9?LHn?&JUv4r#&5f=Sj*HM
zk>!5&o6xY&4BaU%%kR*_sDWZ1Y2zv1X(&lsR6jQ`zVW?2``6e{g~(K^Ai&fm(*B~L
z?Ey?B^0*FfxyNW7koN_Rr!ivJmxOY!a&P@~&~XOVTd+^Q1WE2UTBU4)!o;AZeb4PU
z)w(PT7O0_PgNZgQ9CMGUmEXa0XLq)Xja-RtW0ox<ALARjy)!a^qyE_ty)ZO674@5J
zQNu<_e#=wX5o)-mh@!U^H)IKlrb>tq=IuPcK%>dq{;Q?Y<Eo6<(D-o|d_+}bzQAu|
zYUYMFgx)V4#{5%l%a&<yxd=aJ+l@^&ee4FUFLeXqIA0LM2F@eq+Nij8+mbLMryP+n
zV*fkaDa+2XATl!SCm<6Es5y%ol9Cue;p3llV%zwdc6(UKM11a4_ImS8_@8#$E?K}K
zOy+LPNJ6iWD{l$mCHo}+s{&kC*X0QE4MTwVAODMo&Fj-qWJwRN!CfFfrz`r*#B+<{
zBi&)I5$lxEco)ZFsQKg$yU`Ry>Ra0)S^Lj<>l=K*_ZqnRJo%2{E$H?iL_8IXEtdJ;
z!9%F~-ZF@!y?^{E!G4)^N+h-tZ_XIvS$q4i44|*V1R`$#Mk=HMqN4JxVQKlhVQG1s
z=WkUDz1q}2qEp{G7TG?}<m3D|TtZLpe*w<_zr`h@LVDQdSZOsQaXC~dk{#c?+FJuZ
z89Y6c`9+es>1C&J=;aYI`m;a9{Fu&lwV|MGo<5+JGeUbtC%)WdLI(O&{Lk=cpQpJ`
z?a9Z!@ZR3`*F``ng0CU}m02XeorU^$W>E{A%znq+AX3Cp_xj~YVF%85o83j`{Cr-*
zaoPBq%UD7~9e{TB#lG4Qw;hJ9-bq`6K`?xgfUL0rrzFq&<h#1gRoHr+p#KuRv7n=g
zvBjTNey*W$Gpo+yXz{Vk?dVGx{ms@i`d`UJBfwZ$i_tpYG@*z*M&f#2v)J>FD7!4q
zB2|t%Uc!`=J*sk7R(xUXTXRgRVtk5m(rGNG#|GX_-DWBZ#)rlo=ealsvbi0TxnFJ6
zsz78&rH<QaDI**^OG~-Egl37ffl#Jh>N}u&{vVJ-kFCeAHF>9xY=Hy(RPPvdP>zNc
zfbqHK8+>q-Mk^gXW@P-cdMe?hpD{yD{-;g4MnSSN_?y{rJMFD$>3Q1h%wwP$qT8mw
zabij-a^hevr~i!%+qbGPUl<w;ciW|rQ>LHHv<8YE@SA+!YH2}D*@PuyE=c~O%#h65
zG}={^=84az1H+ZDsmK^thh4JR3s%c`@IsVB?cf?sVk@Wyl~{F5;NDXh90xZUVvm-F
z0^B|^MnMzex=0otoF0LMH3Ky+007matHE{LOgJA|YNd0?b3_ZEr^cLdIBPn^AeFs1
zNGTKmD_&}+Ee@-d_@U{Y=ff(J%qEu~N=1khh#a_yMGxx0T(x|P<Y#A`gg$J-Xl1nZ
zts#v3vmb|U+3+7~YT5W3MjS;gEeEAI5|%z`_np4Yx2?F%j4<e>xM~`|R@7Co@r~AK
zj;DbYJ0y{>k1@RgFNE$pYYkagdq@y|au6&TYbM4nSi9MS)qyup5$H=_Ids)rP?A;1
zVMe=I>o`z44kEskGSW;R2G#E=70^a<Lr-Z171p^EJ$O*@anlA`SPFdc1}mL1z3S=j
zUpcOBo|cm1qBbVw`p{6|L^G_^E?N+81y1(I5ELFd`ytJIvb}f|kD07q6*Ebd9@kIv
zEy-$QnQ}a1B!VR&V6Z_!6}K#?xlS}Z{abTWbw7pH0=jCKp4I01;>89~`Th$caDVqS
zxSG{;`NID9q2=#`2ZfuM;zrY#7HOv3o11XiC@W?MWq;75HhXA_bQfOM>FExkcjit}
z?`sf952(<w#^?>7e~ZGx;VCP-zP<)!zU!x8VX)@FA$z@YlB(l_vb4>g)XgXfyxf%`
zC4w}$+n0X^?EF1X#QFk{JYhE8`XFS>4SFR9^dW65fTLeLCtOA)<E8;v`qNVR?*21|
z%IZa#_1Lfd>7$bH%AHb9hb{H%`S%RE9?*_7?_ACEW{U(=uN^t1C)6&vU?LLC4JCmR
z&Kt_DxMG4L<HTgX%~Yqpi_Sd8l81Vn1GVQBF?zqB1s<vf+2OPxc{VU<V(}+gQqln}
zCw(Lk)Am=6lGsAj(tn(X*K!ERdMZs%Gj(_0W7Pk|nO<B|lO+csRla6}r=D1-xfQaf
zW#87+S~ri0O;J~qi`6tTyTjrcF-Y&srnB}S6*i{NCAk&-^_xR-Vgxqg7H-6LyKHP$
z=-$2n1sSa7@%Q_?51BZ7NKjx-*h28tnUaj7`m|1&8D*XQ$bk%ntkkiu)FxamGZj;d
z5r_A?GTf3WdsASL#JvOsSjJ!4s_U8f_-dl->l?}a?A~!5$JC$isiF)+k5n5I)GJDZ
zvclJ21lUy2jcRNy{S<h@Z^1&gSORv3a-p|jb!->C&?T}+WQKO?)vub=&@V%xi?r3m
z$T8F$+FKBlW&=bpP|o)t@we6)W2Zjw|Nf6Nbz@?<h*+)lQmZd2$>?xZC7+1e7meJF
z+5ORx@!@@|`Z$WutjG&PJ00tZR{u3{pL-o&yKAqvU-392yl8DYlWNM3FP2i0l7d55
z-I;~ZeyWDWf(?2|U`XaA5h;_z5jQUhDNv(suuv?1ag9el43Mbp1`!n;5Dc9VwW!n}
z8(UpF-ZY9UN2N}{`JA5Tn>FrY;!@j^Xtg+3Wn~%EwUn`bwRq;a&$^zX&C}Q{saFdM
z-9nivg9%I3^F1C&KYh=Lk(c>yaiTzZ-z=xKX$~3y;C~xkd$@RW53eJ^Co?k{VSj4w
zEv(Y)6%!d-LMhYl>d>yAmm}^jpQ_OR(K&VCtbrK+aayHny-NE>*GP{j{vZ&sr@q4{
z-bv-*tIdRl7%VKP@fpI}0xwa^+^?x3c51e&P=9V?g_vD2V!q{|Iez~=!GNRNseyb?
z5)*>@0!U!;_PP1`r{z@9g-DhHxg1R`PF)31|Ay!_&#Texbs;G$pA-MJHldT-D3&@K
z{ufl}kvPV`?B4HI>>z^%4)o}8u}LHr?!VKMfoV!auSN<fDdA$<+SUh(q)oPSwpsYq
zeB0b`j`W>pxd7++WR02(t3G*1hU%=46Csn9EH+P7AmOhs<<yFQc}7D-1i81_0TIvd
z<C54x_{nimMIoq7Y{u9*fzv2s(W3{uK=XknF`dAfTe;->`$Jf=l*mBap3eL_Hw$Xd
zl9*cbmY9BMmfWyHJ$PKZD9#+>2TStA4mt1#_a>m!7p^b|pWda=x8|1Aqa!;VXGF}|
zR>S0RDxZESHuuw?!y;FnZn=Jbx2y{Koj2<o&*Ud7&lV^z@sb$vukHQZI?z&3L5!c2
z>v}z?UYKL5F`Xkzto9(kSMEBz3q8(m9`HXU+3+QLU(Y`_e8hVbO1P&SK(}W)aoS=8
z$AraSz>ba0TEzx##V$0=S<rkTAmu9FeL3YoJ<eCCch6UU2S@JwrV{x3rVj)MqK6B~
zIg>53$jOzAO^UfWL;_#txOT9sTmPCTFQM#MR1z6YNl&LxAm*f`;Hv7qR*yachwha?
zQDXO8%x?E7BhvMtulb<!DBU`xjtJ^=n>=5$T;CK%>_A&!044$*JIkRZ{i$I|v1CZE
z+t<FL@`n@GPSh`i>&kr~Vh&<Vq`a3k?+UwTWRBzaz3o7+#U@t_=ce^@G<h$&jk5a4
z$KPH*%wkOxzhjGoOQQI(=k9fjcKA~jBfS-6WjtAM&!hoY=rY3!8L_mV0K4gjGM*up
zxJK_iiLD`Gn+gcvu7~R9wykS&|G1!f%S@f2u549z{%JVfGJGTHw+g=3&(n|{rBYVp
ztkxRJ_rS)5@9=7X-C_SKd+_7*f!5p@6|g4(EV=3HBIQxR4+2@%bzRK-M%(s&AWCDP
z{UXy2xTez19W=}*QeIfyWJtJQGJSH!&Xx<dskac7O3GAm<<Owzer_ioZ5Gekb6^Ra
zy6`|foWJ222{WR!X+v-}4(qBrzkw(2G_DapLW#nJqQ(x<2>fj#u*Z|}ZPSF}pJy}p
zlSzf~wX>MI^YhV}P{0m6kV!TEZV4O6r26yF2xL<2!T-sm3MAdYNd{7&tI^;769zyc
zhXYJ=D;kgy$`${X5voQ2Sks3~JYm=?G<=f&a&s^Pfuu=auh=P=DhBvnW;!mOR9`O?
zjtsIBfiSE+alKizjp7>@Z%H*Psn9Efi}cT_y>1vR;Rr69Z?A<g>-lNbBdh7D<paT@
z$Jlb))q40})^y6Z*FQGJ;ByOHcXcM<<}d)<9E=eAB@%i%9w+Rc{&ymc_WbwV2dAbC
z6{``gX<j=>{2m+IM??CMzt(h|Y)QCTy2yn$s%bjyD&`L(`)ej}qL5e9Q1}So#cEh|
z=3d4u&URr5uQ$Hw@!&XepPCZewI@?j+UdZ)eSJ38<+pWVTAy#1UC!3{AZu~?U$zSK
z#shqQLsfWECU!jEPM;-^Mjn$^@ICsHp8aV5;^mCe!LtY^er#?d=G0NGLW#p%ynl5w
z1`pw5P-W=FsLB2LRFJQLYV84K)!E=POP4*0S^+5D?7UTX)bOf1l37G;EEbw&RU2uk
ztCp;_`u*IUQ(<(J1`4BSdEc#DK<cXUQ;RZ#!|-v%Y!K}|&y=&Zyl9<Rb91oY`08G}
ztTFJ8Uc?XFID#irAmLT77ZpB-RcAVmprGzMY($i{ksW3`ahRu)kNRJslQV5F*>*h4
zRw#eY2wWZ>_bhrHuR8x741_{qRDFvO;cC54Tst~|@@Vm8nXOj#CtdaYpq!euC@4l{
zIq;&qN82gGUY<ujtHfc%>(S;}JY>8Dunk49wktjRj+@+kZJA$x?uJH2)Fe|iTu!Wl
zvCI3V#^qj1LCX;O#$Hzwu~?e7q@%{@j7Nz(Rcw)i%>4-9!yQz&@L{~{VrXQD%#;$z
zFP!S$X-=8{)TK5Iy0+?tpL36oJfJpEtg>ZAY`3&77Z#FBs1<nSmf0~TG@rfha&(JI
zKIY6O=OJ5yYwtNL-?ZO*FZE{aFafL`FNcgimxpSua(cb=2KYp*L;BbZVv-frnO_7&
zd*>Ee6fgR3v6OIJs!`fCwAWW7t;kd0qh_>OQ~0$_Q+vpm{I4m-zf3tLD3IcyYnn@a
zu&}<LCn*((h!Lc<!N@B;6BLd_{4Ff%UJs5H?>y@3)Q;zD@}Y&b*ruFv@vDAxREjiv
zVtdlHM_G)-Jk_*z9vF(7Lk_eSDnw({p^atKji=|QB}-;WZr)?P@(3<B&STapqfm#`
zNf1|e88y{tuTPQGmWzTm>m|U>od-k(;#7;k7P4pblO`I>4F9S28)Yd?*dR6y@91k<
zP4XJJZ7?&cs+U;KtcyX!Uz%xyW1CdF!8>r11mElHZ#}j#(9C2|lUaq1#>6y)2IubP
zM?dp#?f2c|AY)A=XT3h{6Z$+=!6mNq-Xui5+R6WYYKL5Yo4;I31+~wPU1mIu=wkzq
z5jD)C5hrlj5mqZd&qMK96B>PuIk)pxx;TyY)2^U!W3j?Z!AOpQ?D=9Oj~_W;m9Vp_
z<Pl7YzsGWR+O_E`bN7<bDpm+DR$32MTbv*kDk21_0RyLIgdJ5CAR4Io*^6o7sCG@(
zPj|6KvkhB$zLhN@V&-^h39&2+N+iG;2~uXbs!4Ld-t|O}Enlnz?cQS&S}QEHpa!bG
zl~U!bGh0cXJWizQSu&?LN+8cK3wg7FXX%jWmS9jtnz^ESP;!#2FaO}|JD2K_)OcZR
z%eC_FFsIgrz<uFj|0a+*-KygIMzS#sI@3q|W6%*8KW4b1GbvC94&JCeoc#GkD_2)N
zYfYJ{^pGodBBqM=2O7j$*#|4_w%<Ka+|SH+KI}n6Oh|kWJSbn)Xo(+<2i~>5)Ujhh
zZMO1QIk=V1N*|)dLnuI6!E|{JTi5^0E0}MqqA8_fawt6`Q`#}Zb;pGJEU1T=!lExd
zkCFMFj+qyq3W5rj{OZ)d$o9kOth8J2nb<ji!7)>t#%m~X)a(I1^^`@j$5v7v#sKID
zx2f#H*{hicEH?Z_9W!^09yb47e^mXWx;%Cb>zEGAh)&~VGbW_euli2jrK*B@2AaKk
zmvi0gVLKgGSMGfD-xshw7W}Cpdt2%{YU=CT<IoFP8H9bbW!qR93`v+|sHu6};15u)
zQOnF^2AsZ;F<}twKO}(fX`N>zH`PSVjw5QaqWE#yeo@l30ln&mV_a!=vcwSSaNX+a
zc=j53=4to{3e=gQsv^(^_}HQFR7Jl8k2bRNQ#EhMlc(F#ijH-tk>I#8%t7qb8q@+(
zzZT`WbE@RrG$`Ir5onqFbijIqW^^)v$}eTq-?zqihN3DqHxFS!^V9gdvebBdFjUrz
zrJ~-gLc!|Ks2q?j_fP5H;V0pV@@wlOW6D5Hz?3$YCa+$t93?eDT;&&tOAd6?h*V*|
zy!(ox_7Lz*9R*Y=l@6l6xgd%Tt@yi1@m$7ld}LbPH0yMIij3BR9>fkM?oMdrtK+Fh
z+6UV@2FT{Qs>~tZOxP4nBxk=0S8kfjP)-*byN~Nvz^Qot&WQH#O+i0;kRYqBgQ)u4
zdc^#=IejFhcaAZoY18KPq$v@4QsFhxqWWX?MWNvKWIz`<p3D3{F`)PpEX8^mew)mE
zdMzo1d5jAuP=0>+5Gt4f2{Yf;hNg4lIkH31f4dxh4!0}BQD5isbx%P?q9LmmPmEK5
z8z7xu7{+n+B1Ijnw;Bv_?c5j}ll&&dtfsQSg@Msn7}IUh1->0w<bUCs-AyL{zUzCU
zaI#`-i#mx8hF?+K>c^;e>7SAJC$Lt@b%Y~aEFz(kzF<SsdF19~d^%2BY6gzBqHr-5
znkPqV$4s6&ZDekd+dNtv*7zv<1I}jM8nungw92sw2B{e`7&{JLy>r{vPG|L_<<UVx
zb8izSFS;0OO0J$MfDYa^-uwNU{Ma^DWys)!h(tcN@6j6DnU2))-acyfmv?9juk*(Q
zwR($J<W3;Srsg(6>l5GIbH)1Mnn#;A)Xc7CR6gPJ%}W_lF!Uxt)wk>PPR^4JeC}zX
zF=_G1(GwF}B-l&w>Y_4sHN6dYN2<V<Q8Ewn8I>i$RFZr1lxEkHnU<!g*%Ro2lK>cF
zEm;Ft;(f|5y+~WPQ<{#^zV-QtJWn_cI#=-LWITwCL`eBKDW-az1tVLn-e_G??*=T0
zqerRD?q+cCfBZ~?6V_{bkHC|?+b|}ZoN<b8wCGJU_}#@TsiR7ovMAXtIuuVdWo)Uj
z78y4VBu>FB;9TJy3OXYReM5%|X~o9b#yg&o#AUjwS%l`vA(l1~lp_-4O`y!=GhB*d
zO(-lQN^afJl;GgSu;c2-m`b&TI}}N;*uqZc>T<um2>#-7I(8Y7QIUS}^HzmrO=exv
zfLgK~&5zvB9@z_gU@o5$E&Ng}5$3nq6!V(j$8w<1``C_?;rxx_%s)LE2Z6JwKhHXz
z_zui(n0qq9<2UCL+R+dm7AJ%oFU|tgPves_yys?cNxh41CA$v+@cO6Y%aZA<RI6DY
zp;ymcv)aXQ`<8&o*X<bh4BN%jt+zQRWxriDKaxAJl%#elB^@Q1^2$rT$GPZyZJ^7m
zLQ<vD3|tG$VX{xR`BJ5<W7r+YqWil7tzh<Zqj?(LepUx5WIvpgch0I~OOYoLfG$l1
z)v9}8kRBo*!vxam-KaTr4M824{{-;B3I1Ju5)0V}0RcRw?@r)>0G>Y&T0j7g1LU6o
zo^BLdgpt4`pGDZW|MW&=_5r~^Ko$746aLS3wZ!0eXd9O_x<aERbL->+BgOImUXCAK
zjN{+f@V?GQojx7@-<7>3uj88ki?a92O5;Tr6k$5F>M5lz*6Q=fZe3c8OHI_%rYTZu
z2Q=a|-QJM(c5kALq#m0?(`Aai9QAQ>c6$zc+R3S{S!F#*eh$a7*lRK!nv=pPPY!ko
z8a>)ZPHtnX{gtli{bST8-FbG|VDOBt8w5iWvB`DTc-oqgDBoVUkEIf0H|3hl&IsD`
ztM1J<dJ<*~gNdBu!B^MH+MS-@`}*?}j(4nfo1W+}@GsA7FA1HaX&?CScj69hD<}SY
z<!sY{YP9aW=~F+=E`EHCOZsi*V(9uOb<V03h0>&11XjY2TvwWMW+w7*bjQR!gkbkc
z@#n=KSUs?ov_S@3$1s>qB`b#=g<saL4U7(`0n^RZ`77_n<xtj(VIsdM!~jJZxz*NL
zsKfn1Jsb&J{1+K|fs*e;hF!fe7gN>&d}N+}W-;Tiqt`)OtkPl%xgAR334ZUvuUYs4
z1*SNnZfT2{x>4C#M}Ck)ABDn&&Bg%z=uSjQy9Oe&I)ryuBXxO?HxEj!ke5E(;TK|V
z?Dq(1ph=wL0;=G+FdVor#0besg)z&B$$nh{7Uc6o?_=cRMJqLJv=sh?^lXJQzU(sk
zRJk9&c-^Nk-n?>Q5WIeRr?Wyb7n7rTL7gchJj-5}m^b**JV{Pmaap$Gtl+r*Cux#)
zd<z0gm)0xvGJotEhHb%~ljRSlF9<9(-BN6o+8_Nov$v+%$LAE?+&BPff%j?r_2}~T
zr9*z~(zN7Af`N2XK_~?hBatS(zfX7-a&T=-Q0GPrvY2;~NmSLSf^2c-7Z`I<h=8{s
z9%u5Q3oSvPQV?`KE0z+M6N?rQV1&I}_TG=dm5@ufTS(XN$0HMNFYTPbDem>g`2ky7
zY_~8>LzyB_H=(lngcJF9p=HnDUNhz^$||O~qihk9#GI9c`fi2B23SIXKiJFSyvIhq
z)*EuCIt_I)F{Z`SXF3rQDpnzy$-#p$=kXsFP&h%1?B|FVt(AesHV$#&6b>(tLcOM#
zsALP4&a7a2%W<9iHg%Tua!Hx>?JeVfg(T4z^&8gLah6cWoN@mmv4)h(dk&%R-@Vi(
z+2HKrVxaP5`h)9wA?Jx#O~!V1+nE}w;Dc9%(n|=)vHIxrzH^kWsFgd@;tH0>z?-tL
z{YXQE5Sp}>QxzU$;cK4$P_Zl#yGDu$Zr+W9U@a>7wNu8j1|rxjb221#7+IcezPD2L
zH*ez7cgs?cNU?s6BJjnDdf1qbLO~#7q(`@P<8s{d_p<s68#`VcMmVW_vvsH5$Hgn=
zp<X^Z2wADjqeMw&F%~qMU(b*%tT!J+i4o8~gPIF7x@UXBZwci@Br8+r98~ZnwK@}b
z7EIbglqkrrc%q4s*Tzf)t$vpeg#~3DEa<Ao9U9fDl0zM$eed^$8HKU-9(-^v*~)9a
zvlV;foQ$37#X41uR^jSv_YEj?I~I{*CYQ?9)2`yEQ9OMHEY3K@=dS={j9)*fk#>yu
zm|84ITW4KJ0L<XPK*4aXp036_USA#=4!o~sR6o89@V$-H8$z7E@5B2^+jSsVw`tEb
z>O12uf1Eh778|3rXecQV&JLiSa14j9?NY9H7=5YKq^On~2|yW+thR8RCBY(-!gXGr
zpx@N0fvbsBKy=OBc%oB>9)zzG%BSe!N+}w}wEm@C28!C<|5H76-e%feA9pufQw`;D
zg!v~ulhP6|NUwzs>wCn2X|uw~&W<UHud4p|O!0Z~G;=e48V$p-6No~jbzP4isl|0h
zBY`NZ;MX(bq}Pflos8XmhL_&~War)1WT6L$E$lzbB1@-QIqTx3JYoI(Y6q|@5DJGO
zemo<%=uEB`84n2vWv_QuQ|TPu;u=ZSHIfbVcYb$|?=*wp9Xt<cm&kR+kyM0f%QkmE
z`;a}$hr4-#-0xS>84=uT;R$mf%-JRr^bj%VNk*JSXqI49+Zk9JsV;vUaOuR&sZWlW
z?%$cgGg6l8n6%ai2~H6=xbZIfAiL4^A{fc>!SM9e0$xy$!2Q|<$af(j*LI}!9o~im
z2OYWGTnvir%cjT5#kO@8`uN>PhY(bE6Fg{{yZ*goqX?Q}RA@V#<hq2W^jLY<ZFq>a
z7~m>q22Y2wB~#LuS^nv}LZprr5S(6r0)v**G&aKvfD$*E;lO8`wIuqLIW0KNyG2nV
zN7oKo!#5FE0}(S@UCl)pmfB6X0*&RsgBPAOk*k?nt9km*ptQp0=#rmZCv#U`spq(M
z)x?uDzBu|Pwk*jn^MXX&-kBVUuPaywFez|~s)Eyijv*0DEe4Z-+jk;B)R<uc42|Wk
z=cTB8R-w`K6-|XBP?Eu|tz=e|L4~IU7c|B%Yf<-MOa^og(YYOCY7tw`S+O=nXfnct
zUWBQghf0>Si3Q_IxF}ezgTT2$SqC<IJ1h{9zrdxz?F|o_Bh<?c&?))j3ta4A)#LDC
zE`e;01zsfpK?zU0jA^4V9~=bl!YK)!me&VXIvkEjk&}b7Tt$JX+nCI3rPy7KJQYi}
z(K2^2y^%m9d_lAliPT;%N0!74%EP#^J939WJgpoxI@N3M5BT8NRnQUY@8`LWB>}pV
zoE1|BCzDRy#%j>^gcW84JJr;t<L!KF5Rk$<(acosNmItqSvKso!jey#B~(6BxE_D+
z6^oDEAo{`NxC|SYboJ+G;}nu!*D|ukF0bNw#Z$|dIM`tuS$@~JNfocpE=3yTd{VkG
zR2yPeh&VM!C^qOYZ28oKWxye35p!^cH>x>ERvQTAAwY$P7>pGN|HYJ!9#NnGIoY|N
zgIz6IGM%36+oLgt2|4p(EU9asoYs1MY+o94q*T?X(nIbs^O1D5s1mFE?GVFh?|?(I
zI)*W$+qB9nD7}4~ExaVk!8_rgXPi;5xftan-v8yW-ctXk_dP+RWsGpeX)<_F3Z1Q|
zG~sO|C{>deT+w*MiRc!w23He`obY&bpV(pnt6oGcYk11Ht?uKU*ae|nqfE2ugS$uy
z_!CdKK@+?=Yj82V$*Rm}$x)u5P63*U_Qsk~4e|^LRS7E@P+^3%pU9$Cn3dls#vltP
zFF25Qs5GnMQjMLJ)5iz6%<N{O6{SA#1M^>k7tPMygtu9LR>#w}qBE^)rUC`LI|6rr
zrk*3Oy?kp##3}`T*KXokXtWyn7zI-;Yh6sx6P7}s5>rrQqj-8E%5z;<%s=P*ah=@k
z$qYRQv?~gr(;_6xGkQQqKip3fZQBw<D($1&Lnj>*`m=&;!X9iB?<_ocy*&{^kI<Sl
zf7?fjiXh2!(=JOSQ*nxgUj0ChgOPhN*|V#jse;eCJ@+K!pYyN_B$edPx$(C$>P(FU
z4PHL}_l{^mg)`)2YqvL45~PA5$d`soJ|t_VZmbjDP7UIU(;*W)4Z2c1wR&yzDj;^H
zK*^ANf)-Z~dXF|gm0mpzMXAS`cU)3WZjqOS2_p}X3QTn;sGr0Zsq6Br3$Ex}JG8Gt
zzPToi3N!M7bNY47@hX$2C4bWCkXcGdM-ukFEDr$Fc5`@JfYkgEfI4<hpiJ-Ihi9+~
zw!AC1Xs*2JXZvQlUE~mqPoXm-B2k)aX}3NJM4Vz7wdc_**lS%96K(-XH@YQQ_dM@G
zmV_=F8=@;6Bh$cQS*DuAkDgsT1W`?SaHh)<G%T0W-Kr%j)E;o{{2U_*$(dNTGIYt=
zm=`3%x7dtU^`9wBK7D*#$c=y>Be2B`(G(90varjIDPOdlsc$EAxj)`UT0LFK*hTTs
z+EcfC_HM9DF@Lb;CgpJ>Z?Yk9s@lz;acE_TY^d6oG@*6v&u?>Mjpg(&ti^^==6<#$
zc<GXHv|s*oR-{Aa!XdN<0>V5gL(F9J6wcDah{|36l-?R>gb`Wcy!l?KKL7RUGdF9K
zi0rk?%cao}D-n_1M=&#zaAw(u3oo$<m_kSS{)(TpjC<nQ($U=W`^m27U7bh2iCehz
z-S(<%T20?BlgE^cHI^Bd^rLNW=zWBUDsyty8N&Dtbw|lUhxF3k=QOjoz6zD+pDm8+
z1^h_503Z6x-i7y=y%9@jCj?QY1+4Atg9iu+TODlZm9iQJ0hOH&=XWJI$3G+cnbTo`
z(9T_vPIe|nQ&P-@VqiWGn#1#10d-%g%W1C{b)Qw(r8t5Ch`ixKcW0>*+4x8d=n8j5
ziNi|AfE1t(2nK&E6d2%ppSVMPMfBW&T^9@$m*g|8fbam?TM9@8fA?VX$(^kPuPX|#
z{a3or1L9@je<E*^3H?4R`2yY8J-L1r5P1{c=b!>a-l+ei<5&rN(;|F4Z?9a=y!I~7
z)?AIwxNPpmd>AqQ?7B#YZiL+9l5TlgRDEkPN&eMhk^p*3-TXPi+WXC+=N-7bmaL{$
zXV%Lvw=w)r$9_?!w#f=nD`uWn7hp~{72L_0M%ne()J+5aI)xvwWXD;3el&Ne&YH~d
z`cSj%?gAcFf!)0hd!I>bGL)0+6_T)tHRi9wJIx<NH;QhyyR1SnpW6<;=xjfTf$<8=
z*F<wNKKaQf{3YCkfkVD}<Gf03oHVSrd)%EeXRrRgz~smGqIl}zcirWwdOB&y@~*%$
zHzIU9S%g|~6W6exrfvV(s5!L)Q~LNvWN6l$tvTpwS6w_*r@ptL?H~<XmHDiV)1TsO
zKVNiqg6~Li=g7VwD%j#=n%&xh2soF2JRR~kcKp;aCy%8&t)`D7j=G*IKtG5w(pL0x
z<)k?&*St9LD2`JF6bX*xIfF;7joIUZt#x!@U4@R(hYCII49DIIsv{@3RsWsTK(0q^
zX?uxTJ}UB4jys<B_@s6^2f|s@z*?4j+f1cQVAve?hfUCZ{-s)6Jl1`(YuY~Zy07N?
zBn;we7p`X7F9;jfg<Evw-*fRJGg1KaJ0e}#rc7AN1s(2acJp3_nfcH>SiXYu9s5DN
zT*k|!jJ<Q!tvh0Nv~%$-ax*~`W%D3D<yi$2@H6xB`1*11xzDLU>8sl5u|8F#rklje
z9ti3FBae=8oa=C-Qr||%EW~4WL1Z1B{cdOjyjnr4HcRME#XfUvYgj|rR4p&+*`ifk
zZU^T4D6Oheg%tQC((!yimkaN~25Y5lMrNki^&ElT{<wjQZlS4PVL@;2koZ<>=YV&_
zh;+Jq|9$)=@8<?U0h|I4nod^dk?Qby7|!zK28Oy=z>DSCAVq&wSkgr8c{#TwREfJe
zKCq3}xl4;ToLRcA&Y$?v-jr#y11U18^}T%HmMQ>RCPI6r0gb%6Fj9kvUMI(=_Lp~f
zSrowKo1dyj6|w0?RBKwMp%`^@*R4ruTCU%qmHf0i7PNOr8YM0Bj4-{cK5ly`ukKHC
z{8=7j38)irMm5&Ah{H$HK|omyG$)#;jHP}fxjzFEi;o4)u~o72pRqtz5V^kknH2s4
zMyLL5UJmyY)PA?eOAt<fv<Z-^ySh06@f1zBU`eIxyY6PUT^by`@Ab|l!Q1}qeT-;7
zzhhb%*FufiySn}nDOkg%Xp0ifi4r;Gk$LWBUF+WtO2oz6Et7EH@@<8g_sdn5&(p;K
z!#kh<(PGpU68gU5WIsRf6>?vwyU?&4S6CfqhcTp{*wY|jGps2_5_|X<-#_LZ3@oEq
z#Kj{r;2XSiXVX9>UX`=2u+Z4&ij$wenUom+T2q?e6`vh|_9~}+1pl*@m5Nx?X#D>p
z@2#TZXt#Dz+#$i;-Ccsa1&5%)-8EPUn#NrlLU0Z4?(P;mc!IloPLcI3-D~fE>@&{Y
zx#}CF$J<rab3XcksE|Z2*URijcxjpCtI5v>?)qoPBt&Y<mEBUA{Z?3X^Ri>*Wk)I)
zbKsS`QDJw5pI1^8WLWEdpDr10a5V+C7Hqd^q+%kO$ySTLR(YFqR@cB%97a_YPtO)P
z3uVe5$2Y}a?8{xsF6+}a#h8^)I~|R+$zio%JbeI-=<z~{AMsI!a!T`A<Db}1#Wrlh
z%M~$2*vqFgYvWuA=mXlPi_MSKf*0}I-2hz!2C4zD2T)>iZZ=<$?p_Z3_&tjk*eQ6q
zdjcTpM>?UMp2Tklfl|cAF@zSSFWVT{`xzI}{0Ol0$KX#lmQIzKYf(<Q!~E_=dV@_F
zyo6ajSRMJ%az_ieP4F$gj-#J`062LTy--=Aa-o{sVQh~{P>#Hc34Lkkt4^~<`r^V_
zop`(gs+&iXlh)RDm>2tl`j+`IYo#i*$yC;lgIFw=QC*I58nO3t@ryp*xKqzuRmLfV
z^EJh0@i3zu2@QHilFcLv?8BOM|0EbB{iNi**ogy*kqir&-;9_Db~9Ko&sJA+LYW@j
z00Zj(dJgiKU|a*wjkz+t8mEUo%vaAxC#J`1O;_j$qdm&46ymRKC#+b+hYtCRj*sfR
zO|c0_N7=-K@f_Omf(Y64%DpB*m;D7ZY-n!>(>7Orz=SPqO20qUvE|b;<tH8~xT=+h
zC+JJ7t%1KXBwbJtVsd`MgPNfaptSFg|Co<KgRf*HT}HKNQh6mcCVZG^RDaX2wx||%
zC>h_W9kU+)j0AhzCLr?bnSzj?1hrPPO=D>uo>;e|he*O(da;J*-7BL|w~Rr8S8inz
z(7`{lkc^jcO~#?mQq1&*Y`upo4inMHu1qqppRlce^|`?m(D_tXcds)}n^u{A<Y(|K
z<g=m$x>dgZ-oyjU`4h+|MCXDc<64QG>&$r#tKJ8<4Y3%@h7VaD6)G)Hxe7<iF&!{a
z7eC*gkiBR?AWtUa60h=j2#yA_nugdpnU>?ijwI9%9@aSmJ9{gMs3pRyC6>i=apsER
z;>R0e`$J53Z6*<mev2iA_GZYJ%*QDeo>$KF-o|G_4Fq9)+ftA_d{>n`YwQ_wScPxm
z6RT)(VAj2ZgXeAqDNV@V7NU_3sIArqOiUJrauO?-XPSoNG{ya>0*tc^Rz(2YpWidf
z4etD$7<M&jN&G^Q8wuc+Ig8edot15u8pAvAyy+W3`Sg{4h~nor=!DE_-%f+&S$Vda
z(uUXjP6WeCqumUAp&R~->y>o}*wRu{hB9bgu2=z-NSXGcA8+ih+1eKe6wGozc`I7W
z90C_p42Ac0tm#WT9qTvO!HY*eLn$au+lfKgb=S4u_g|0O<_|nX_1mws@23n;*6y7`
zU$P|S{rIeoz&LKwhNUTC-d9}qh+SneJWmI1Y0+rSr&>|od(52EElD{ZOf;%)mwhck
ziZ%~~#=}cW8T1*>LSv=ZbaO55XnXD<N;DoKNP?g>D@bKrhiFC%U)dtd(H;oDsUR(+
zD#I-qs+4F^{m$9?CXkR35n*)dR}~?ISBE43=xMC_#y&*YMII^oRV*;<BMgP$-7R`C
z_!@lwVRvM{hiZ7-+CqIHS}}XbPP}P?ML-T;Q2WpqA)C{o>3t^v4XJiJhe$0i{+6M_
zG$c)2@32qqnr-eaf!>YEX?AaFS7nh1r}@j7^tujRwEj60T9pam=gFh-6&;c)^%4BD
z6ZflqJp;$-B^fwGd=v`||1*T~wp%w`r8RK3R(JYPf8y-dbMQkIoNY88ZO|xfySk!v
zG`)(nKEa>2e~Wv}+H7rlAG+1a%yKB<E+gznyCh9|#eaV#Kyt){)S}_818AM4h9WK~
zIuldgW&_%Wi2b-nb>MCJz!YA<jRw7pc@u)yQ8$q-HG(D+5hqeRr1^WLW@f{x!x0W)
zrH*HRCkG5nwi#771xb~56setsSpzSA{Y`xGM@X{+txyn;@E+zxZi4=fr7rqKZqk|j
zuLytNIz1p`XM*`_<^&-O;UmQX5y-WiW`DgnZ!iJtJX@j;6%?`zFc{++JexBDLv#xh
zQ0(>>FM$lj`F|s#5ox|C{C_v>Ry>P1GXKxRZj<v?KRl_A6UF<cOdn$azE7EVkX{`V
zJ`c$hI(^RHVw0}PzE<9UR|95jh)Pf!x-AI-Jf6d2enS0g6VV?&DDp;!X0dZ?)aKe+
zrTJ1}#vBt$Yf-uBhdwuV|2h&xz-vZZSfM{-a%(&A!2`lj<aatUX@K$XV%^)qtNkA%
z?)KQ1OrP_i|6#->@@h%Sx>8kr494h7O`DI4TDhEk-<<X4s((s@_A{PTO!X&8>Lw0+
zXD${4XVCDnt^dn=&3xX%>xj*`u9IIVqzlN)>Rz#6F&gsADNU<$`=Ux^$^xb%#XhxQ
zu`yqwYlahTK)+ToBh&qf|78!g4;L4M<-R4BM1M#8lB1aBtn&V-(NiP4)-zD|jj<52
z`8iC81R!WKH%$iSmYqJY>~kL}L=--h9}%qWw<#Tu<~R<lA{Y73A_Lu9q)43+dcFJ{
z?u^2H3D!kv1>E6sMXR1tyKpky^t?|<8ZviSk(ToK61haD3f~`Uv6xENMEGMy6__Z?
z(f*oWy&^^YLTcqPHusS|u?)NOFrO?C$em3H#zyONJj1c3ChSz`MgyfegV52LZLgOe
zj<|-yaJ$?iM|t{|bED)n5H0Rk!e!1TC#@`F`7Alv!=IN%66a-J?*`t)T~Id)GfZBD
z@kIHqS$)Q)2HU9M<f0Vdk57J}#)nw3*0vD`?z-t3cp}P|`Q1prQqa))rCGO>IDbv#
z>6fxFF)~mu+bC5E?F0nhhD(W0L-zHc5RVZp3d;I@R(mhvu?#}BvgK1|o8byxA<$w&
zko_K+JrxQ!wrf=$#*kL5LRLFg<0&pz-d%@eLx%e!IwXjEQ=SLPwN`EFyRHePLH1&P
zT$pZIC{K$-8-^BCLAdF>_ItwABI|cZ(yp#G?5atvjVi#S#b>)`jbv+Ltw5K9i1lCv
z4(HIB1$%|yv!LBnjKg%uFJDtxO7S6`>?lc5#Jtiov9cm+ANeAq`a;7XL0ZBD&s?Gx
zq&-BReUeRMv^iU0Sz*){NXH2{Ujq3Xz_@H6l`@h%SGoy)JF0$@c11yl0%{m)PWpq7
z<Ll?H*hQ3yhSeZXU;H3>IVvxI{YJrm$IJg?nEjAvi31Lt1A%%}hAdi8zwni@3pEu8
zAAXx$%kV_~Mv+HHI8;4#l8l~bC(%WC1eKgB3%4cv2jn)wlct27gO=9FHG}MR=U&QR
zVmavXg~rX+=-b`zqbhTeBiDhk(9KUs*35x45a)ZXFs~AmfmR)Swij&oyVmKN+GfRq
z|Mfxv6`X1*-(Zqk3La4D`}-hQE9NX>KLE1d79H$P^LbBsP=@*VLUQC2Hcx`+SPm6j
z98n9XGE<@eMjFOLx*Hl3Rn>Op!?JV#&z?OO$oC&9Ev3L6IUVIrUIJqN^x>ZQ%Z{NT
zQkT;yMW<ZmOA1I04?RdMK4L$d8pe{91fu{#ZO5x3`lZ@;Xm=IftNjn;z1ytls>|2@
z-*q$}G6K%n6Qn3%bI=v2hNQ%x1jCl2sBR;)<<cy%Qm^`Tv9Fes#2Hc*dL<@*BlNmu
zeU4}?H(7wc@1m0*WPma27c+|1WU#=&GQq%`#A?$YR1xAET{rE|ff^I9y!&41#8L^W
zSuL-mQnli7XmEDZS$$6fTw9ODXXos`s*2m6KSyX{x;WI7J3-CZ2L`}{6hS)HhcE@m
z+X}%1Gwe`3c0rn<cO^Yoxu1ulHr>fy|4@oZ-~f)~@?4WlrMLfmqraZC5k~r30@S4@
z%4QQ1WhCAQpQN8db@XAH0rpYFSemgfU&FB?14BTSwPff?$jc3PF=F^!y_jd8R(y=B
zEO^_{5!2+iGbaNmj6}}D0T(YNZcXRpoQS}y*TZqlLD9tC-KpZ_DI?h7eJ=Tn)L$ak
zNi-pOpw#`x&+MpXn#AEEXw)dNbtlpoX_Q3p0??U?0_qZ0UT!&C-Y?%c5hLNg#8jgz
z{zL-7AiSnztEGpaM7JBa<Cwm+@Z!*?o791mGb%0oAm;~ydIaETk}cd>Z-D^gpHwzw
zkoOBKR5M7V=r|u~;!TNr*6qnG+V$&~W?<$EnKe>oT)=jm_So)0N8+eka!w>uhFWM|
zwm@eidw-JA3osohsTsJ8AMCg`xs(JX7OHcPL`o|UByeF%WhS$k2q<s1iiYt^1G^CI
zx{u$_7bKw-bP2RXko?9`GkLHjy*$RYY4A%d{`7E`B5IW3vq${WDGa~PgOM}U?h3J^
z)@<g8h_$yM-;s_IGJ{$QG8$VC`IW}j%D61)wvcN)Lb{X<0L6tixRs}u*|E7W!H(px
zn6Qdku4cs9&4A5QkwTq;_}X?)vRV9{Gn51^RnlusgC1YPZ7(IG%InPmlN_n)4vj&F
zOfd|ir2z2+7&!2I3tFJmcIV{foL~h4HlUi~a-PWQWLaw}b6NE{L>=;EX=W){dSK&4
ziPi#{;@`)GNy|;qm^Td8tJ5!SEb--3#q~R}{ars!c9GK&O>{0zHaR~6dmNq$lT6m-
zmMZOozqN!}h`#CwwF<G;H-mJjqvDjnrL01-i7m=<`m!UO`#_D~$YfMd1f<qk{)9Sh
zI`Ml_x>-HA63Aj%^JaS5t+;Xg#3zYx18{kkFu|cPZ-{p=KRK7OJS0(RBe`Zo<;dgc
zwk4lyi^*Mp)P=Bf*jgK@3@k2hI|)KlfvPK&r7Y6NbWuabkTU`V8ju;oA#xfH-Uanc
zZc_ZG3{nOjW;O}zVBBp%;q-Vj9K717Qr`51tUX<P-k)@cby40lE9O!!;Moy8@EEcY
zM#qcs+9xzOF%87I8|_1$yQW!ntuhmO&3ej=!ara|LPyLq4Hj=g##wj<m3e)tmgYc;
z>eOZEoxbaRnRn}%&RzJSYC%8Q8)8q3>dRz)A)>eaRAM$cGvmJ_r~?ge`dJROChpu-
z8Dt5*4FCT+=(;9z9(rt~hdt=`T(!}C6yz`}c8i>uR&CAc#RDM`wg3Rbh+=W#A#)|_
z6uH56QQFplSad?#<~Pk%7G&UAn#BA33(t@A%lyeE(_$R!#MN0;F@0tO=FzTNtF0$E
zPHDp}3V+H_HNF*03TaBP@2PPv;eKK2d7U_8W-xrQc-9NGUwZzclje;1v?a84%oMY5
z0pUB|ifti!R{6_5_LHA!G*nA5gnNFsSxw6E68Yb-+ZLvP|5Y*03U{hgH|c_C2#vdD
z3r<oBu7HCoDS&uELE}yS6>oiylJSyWBmVj?NqJ~&diLwE3w%)l37o%PaK`~f7NkTf
z5KZIsBH7vaWmpgO@|U`ST#~;j!hu+tkZCy>DyR`40?^4Ti8Xs0n5;4W^ceq(K>g}=
zC;FZ@<M+OZu#G;-_m_YC_}AP%&WaeJNbhXGlu;v}z&9aoQMJL64hVtnwrVmvKAv!<
z_}%nVew^@X@p%4N^(U5Q=LM9W&{_I5(f%Tv$Bg^O6pxKKYFp73?0A~--^4RMK6`wl
zqV{`RTi)EqU8vFn)NjZgRK`w<gNnoYz26=Y>$Nd1i)z(%S#wlALVxh9_|_C2-yr%o
zh!@GPYB19K>*|yYKbU|)mj{rN*T7f`f|<*6I&!GI*hQdnA@>5krhzF@Y|qWQ;N^+#
zhR3g-sq=CVc6DU-cVKuv95tM*wjF%#a`xC7Fnn~oOg(+|dp+r-_q<`v_rA>~FYeRN
zI!jWgJd)Y@vJ>r155^`xq#U-no9g`WVp><3r;wme71cAY!C@_8j2#x-6D_Ixp`mYB
z_^;a9pp#8CWbmu*HQMHvRa>bwM7}*F)$Pfpe|Sf^I`~|A&7ZJzyx(Hgef%9~L9J{v
z|Igqoar*$%+o&FMi*3$KP0}m7f(eyex^K}&$sKGqT1HzU1N(j@B6VtbyWJKd^6wIL
zY3`QdTMtlg=<{l!utAE6fVH>AK?3=kx%dMV9sh$EqEMMZ{`V`?+{v{-SurjnV$I9u
zO*)R8yu<jXrr7tY#IX1qKXOA#=AGK_Ow*0CS3qSIAlSyY-n`z{^DdmRJ}S&2bEjqK
ziE|nr1BZ%T{TZA?g7(uqa#p|6dxL4`+;6J*Nj~g<3ExyC;lm{I@bDiMc$Z-!D9n$1
z23{@qvnL&nbvo7hs_SgC2VYh9^&2?4fF_lIk7UfI`}<EuOggOfj^8H<-D@$c9{ZOf
zk&m_peVJUDYuYQ~gDmW*+#S$&CZlfYAw_o{#yCVpUXh{NvtsE3x;VcMkAsd-&IPa>
zV@ST64tx6we*1{cii*k{)BBMJ6DT)(+TG%&uhF9B--NGwk10{z5CdO3+l@ecFvQ(Q
zSQ0TF{q8#Eo1BLtTtTnSy6bbq3ozls(Rw5HzY)32LGpcRJitL566ZXOw@|qmG!xY|
zV;sA>kY%(#hmG|Rig^N0L4FtXs6EB6HQBx&BwVI+$uDS_t9SRrInfL+IaMO&j@4UR
zj4E|R*Q!Rx^T^MIri#|FGtSa1DI4D?s{3WQrYP+>D{zN%Fiu9w$t-tJC6u@%uUDow
z;PNq6cg-Yi^6TO0q@t0u&61<7$2-eO6f}3qmWDacgi24|l1rI=?cf+aFlvGVsJ?R7
zKv^$K4H_PPND+?7PJWKxg?L$42y8JIpUzul%YjyV&W^kXwqXT*xJr9MM><V?<;VC4
zoS7Iywcb&b?yXFI0ll3Y1bK}1rD<XyD$A^ihUQ|8xE>g2ERH!R+taF-w?H1C$|;`v
zNsjuB-JDrqx2wEyj$oH-Z<|;zB&XvhH)cL}v`fs!w!vF=L1_-F>^lLN{A9h0rL=x~
z>E~%>P|~nwd-yGwitR=QDmu=Keu7rqSLEk^=;Ay7Qx~5KTksvfOPYPsdZPyVWrT10
zXmjG!izCniuPtZdzN+vJeoGabL4PqIkkpEri8Bsm8<m?>C&H}i8NarY;5-POSf!e~
zx7$;^FEAuhuW><s9zJ)~H(awxl7R_|vuyf|q|6EX_qLLE#kUJ<Ulm%0s?=#X$})M|
z{aSv4;>EhUuh8EztY%qs;^C=(Mjc)ao*GvtS`Ynzfm47s4-ATu{>qg`7?eS@<6M<G
z2gf%gUS*eEn4R-g2)mygs`o9GBx``C{jA<c*@On>W=KAqZC|w}%HSDD@lX?T+>ID)
zekiMrlaMg$KbUwiXWJqFEfsZpzY<;N@B7_%8z+W-@U^Ly7<kMb`M0#oaxd6%DgT@?
zr;b1+-H^X*^ols&szgB;wNvb+5+4uu$GjtsU;;pbzn=Z&V|n`@#Gs52GDX$xM|bFj
zgS2~n7Q`d9txqvt{_4uqMkvW=DmI7LxGsL_qi?-3a5q82|CHMkOP%zQ3Qz9EH2p4N
zhY9f7omvY6Vpgj8COU5wFJNg7ugt>VN7hPL&p^Ffz+#lUh|Jjvi>&je|0+-I(d9OH
z8nGuDc6iZzO$l!M7@1?I1M(l`Lr{p=4a`+jf#Q2I5~+K;ywOW^Z5)t|FXEV?iDx=X
zL_cNI1PJRjKA|i{=>f=g@6jmE+tm2c@ap?+8m0>cw9>g=elR&*$r*8$^OCZ+i=;oD
z07@>Ev1B@Gv^FL>VMz*>^f(3EI(?fr{VStlWjoef$r?I4P552h1EhE>>N$M*?n9o|
zSlc@-y3R}jR%E~5-ouE9xXft}c5~QDMn-`_L`YwdYNi(uM-fWnQMe0CVfuL-bvHtU
zz$S@hHnx72_V%A>8I^`ZpTiT+P57baVt-bBWhf)20CLk6;S=kpBNsfZQ2V6E@L(*o
zPL-B7PWM0~lj>wne>>wr;EVx9%uCXDnO=j%#`S*}#KftX>-|0y?8K>oove~@q%veU
zIyy?azA5?eL6Qf*OQ;mePWdy9LwfbtaniYV6$WSVjQ8A+!txqd%E(RxobMb*J;|`!
zR{52P8<{jZNyPD9ra}Ta@*q&=Zm*`?N#ZVq1XB`o((WS^En7Vtn8{qX+8U<cwtP}?
zj$Ko=AWOko`<qz52E?ZF5xOK1<+HRrb}cGQ0hcw8V~3QHm2y`LK4p4*txK<h{1<}C
z8l#9z<$}C~q%m!m3Jvl2S#q|umJ9WbJ_*BH5a1(l!Kj&oFg<jLw+6)^C^=ivVoh}Z
z*xHIBw-8?JP!Vf6vXmKv^8jNj&4^Wc$iw3)2VTg6L{2#Cig8OJDs6k~FsoyRn518o
zD}5|mEqf99%R$GSIMg6f0i=zfO!FV08Qzy^Nc`7dJIkD&Bk}*VvuFsoDMYXK8gGN@
zK5<M(mlVrVEqAxWF%hD>uS<e9^cS=7y;VT>3o}OEyJFdP+k3kaK*8`#jJVw+q<1i}
z50Hd&Fr-#kcoLWYx$Q~<CfIE%Q6Byw62<5X+!X(HV^s&}4z}a@tI+FUgNSi$6XdYV
z1q+fPClz?_Q7Sfs$V2v)&>^(~Y5{R0J3SPfgRB|!RbqbK8C!Ez%A^T2k;;Vhkgqm2
zobggj%NYwlDohX^%aLAH57~Vc>uZR`Gx6fsj+EDysg9yu>Xpf!9IRwz*F$Zjxbi9`
z_xXSj39Lj&uZWHlYB2HI3!8@K&iR*#%w!Cu&5(a6Bq;1ZG)A)Vhi~b5CSU$sh@0X%
zI*YnqbpQ6HjKpSr>5C3Zh!{#d8=u{gH*9JOlHV$=t-7K=0Wv%tnSZoxmG!cE3HA2%
z+q|SX6P+_fm@oj%o`^gC!;}P&zO7by0U|BtGUAXsciMkn39Njqm_PAv_Bp7!%<Wk1
zxY~IAQYjplk!{oF`Mu{(QY3nUIQoEo7kaz(%flg=?Frdffewtf`ZjW5+a(TYqmSBQ
zJ)chm4~88xJpf&v5GI(^huGsAdMg~%yToq2_=9cymraO1$%dMZa%3YBSsMx+?*!*4
zC}CM4E)Kr0TULDhKxXez>KmjZ8*`>&G6!>NQ0Hr}9(=qnuyDN*!}B*~=e!;~0k8K|
zTW2XC<Tk%zSrlzheLiHnEN3}lJ(ZZk!6nd2u#mfq2G!Nl9$?ZkU)s6h8Aw{rX<8u5
zc|C}2AO=5dg?55l;~4O2t7}~>9U9E+A5llOve8@X^-PHH&QZFp)3$YWE>Pas1yWO-
zy7SW5QsvGd2+3YJ|HNgbkOMiwA2iykDb}+RUhXR_o>~HJ@L`LtGx&H-ATt@Ws(E0l
z8wL)VRpZZ+iCJVx>bL8@^Rm3W8F@n#vz{I{klV%X2u%sCSv1h7#1p(#Wke3nH#WV&
z2ykwqPudhP{c12_gJ}7_F*h-KlvZ;>eIj*Km8(VUlT5RRAX!c%`jK<krx137Vqvv-
z*%6kaI9e)ai^ggXfItG&HK({sU(T$SLNEpn6Rc}8As=9p)FH|=1psx8Bp@ne_EQe%
zT>o6iK`*~4*kz)s1uR>eJ|u1vOcQ|GMDSvPca`(SI3e_EeP>k9vLBYU=6z|+iDP<m
z=M*HGsxD2g`i_BouqF}>_U}0EEwv?=JqG>1+_#-_f7iCWczugcd1G#Hp>IodE35lt
zE(&~_KWW0@`<DH~ta~c|uRs3(m01`6PmdJSD@eM|U+>yKrvZ!ETYvC7dgpe$pVZ@T
zyY2`u!Sh?00{d&8&n2WQcQbvW%mBeL8uOP+_%Xh6ArWJzZ}UwFSJ(xU84lqwz%^rn
zMT8&jT5g10?>rm@t8db^erGn|M0{gXq;OIKmcWbjeEsJ`K$BxG1oTM#CEo#zv_Bf1
zw}28)KJ@Y*%I$2;52+)zyp$&vq<1|NB%Z$+obV*<>!Y5-g!Huo+p}$(r}Uko#!Sk8
z@QlyO=BAD$O=$Ht?RWT(ibIkx48v;h<|AESDnFgJ1Q#4|x?G{=3glDZP~8hK2B3(*
z1(c)lV(NXA4yz%K0=>U!QAuci`xaO<0?Tq^t(*Hm7w>?^;G3CSEht{c)yJO+%0y2e
zR)74Tq%}lCElFg*>!}|I<*|0A(ON^>)8688rHBg1i)<;rxDT$jI0=&)%Qg<DF-6E<
zF{+mQbm3OSS{;>=dJ|xEtYMd3@ou_l2?YYh#;}!wfxic&Dz+?`q%IiGsZsrt=|yHp
zT4-h<+p+`-!;*4U)cdN-aHyVWWS%B!_3LwNs-#ZcF9NidsLBuu=qU=^NDFU?Ges)(
z%lWvstLdSlhKj*>)eyX3m9M$wM6}$=MT!~80A46rNXtgVDPG(C!3F@h;<OWxaqM^B
zrWf{js#!6kuUn=0K_jAFGOcWO|0Tk~HS{@S^}8Ek`fT94{r1T(8VJ(C^2Y__+-8TG
zKH;=8D%^^;SP3ex&x#qA;|7}dv><%%gcT~1tc+TGF!1;GkLte_N7+jun%ks(tDjA%
zt_+?RMXDcZeI*UD$T@nSD{yEVMI^}(TdK1naM$qGT#8nHCMkE#!$wEz@_oY-e#B!F
zhapJv<vezNx1C<|upfaqdiBy$*;tlaVZBoeBuK-0upUxW;c5^q31s!;)Y5{F*fDod
z{>f^ns3|c#x{Bzwg~Hd0q4X7j*un}B{EqJx@8?gQoL%eljmWhuDDF5(q3n$D9IW`c
z7}Bker;+`6-vtHE&WMV{V(1zI%V_zr#-||YQk&*93hqQoW)8joy=n(OQPRlABq|e)
zj>Lk?YI`)Pm^E>8F5ID|a>LlB8*`K^%DADv>-aPTM_8JYfGhV-zCINRR(x47f;RCd
z0})OH#0d5uro$=UfpQO#>J7YA0Z(8UQW`Bn<kTQIpP`G0f!KW}yHgrZ0wF?IK1?R#
zlulKwxp}NHwJYVD6#(|jVJehySH4Co_(oqcE2goenBB1~rHS@56@Dg4r#Q>y$_0ws
zx}u=^RdZEX>fVB?Zcl-_FEahzn7K-fpl%uAE^v9d)xdE2eI+4my@e#~h6YG7B_6ih
zIM6aDqy?Kye7$jF7E@S|PHAD6AZFbPy6A1nY8YVIjKF1SuKH9KTf_9p8;zsy*I*H~
z#MybJAu?TiE=++UP7)Qn!8^`o>E)(n>%?4nGW%VrSD{ha9Pakh6srPLYZ1qX*cBD}
zvNT9E@pV8{wHTXCRXBqA@Opf5lYcYdm|TX24>+?kYhGZPZqh6;$$HEUgWB0!At(r@
z(-OkisR=k7lxl{uB|;LAZfN{#L)*#pdw#lE^T=W+dfqOs@Og~+*zF2M>41J9JHf;T
zTZU{KkUib)+ER42eCs!y@g6gw0!bo;7A;qjP{D{&hv$BUW3j!y%O=ttazueDC>s)a
zL6i@*n8!+&R=QW=56e<57cZ5+Mplse4Nt!f-1}Ln2AcBGSy+S3O;9z58Yf_{T5X7G
z8shBKh=CVF`{}-((SDTJM-X4dB6)M)GS=oxeSikXxjN@}sIpQ<R0U=EVC_WJg=@ME
zB7yeK3#I;IkOF4ZvTSyZG&RT<zN(kU#;gRA_rRT-VpO$yqZS#QRX^4Dd}^g$W`Kvi
z{wreJjcFty5tFWNO2rH&O&7n)*~Fh|(Y>H-QArc;mw(8#a?m{dv=XXjRsXB+&FTb3
zA9mD!hXWtrZvz8)i8^_jxX>9+m!lhY2fxHljo3L{N$=x&VnXG-gEt_w!VyrB%%ai6
z;2isup&qzZ5EY6c>X%s$QN1F7$F~X`R)bLb!}nf{K7|kOTvfo`_K7Q&21_bl?iVQl
z%5_U3r--T1*clWv#SB1qkO4zx9DI}RFfkhuB0gC&q^`fUOc9_iCUZM5fzn_z=Zt_Z
zLFBf{EPQ^jY<z@C!4;JQZ#;OqPktJxhMzora?g*Ir@=gX&D%P^DNJogz#DE%ih!~u
zm7L^@z|n(%a^@vw<f8<|NpyWBPab5^>rB=aqAy<Ez~_--2UGAChQ86BhbSo4F$CQd
zQhzY)*B2e+K@>_62Po*=*s_}5AJa$WVn;u=oeui!FX7p$`$89QDHZDwPzpmW#-UJX
z*Fh-j_Ha&t5dGhW;<5GZ$)S2;lp8mQZB(`(!Bd1;ZttI0wBKZ0<hP*%F0}a$eR;}R
z4g>`X80pRBdJCz!*CC$DY5m|P+IbqvW@)`x^-`|TY2$EJ@n6!;0<RGq3j0*qr`F`c
z&TV{Q+&1sTswPUN2)>E(YzlKpw9>fq<iT3_DiG5zH{Ax)mrKJnJ5u)GhBL(}Ma&xw
zm*?jR3akqpp)!kL({v_Y;JrND0bP{g^Lffx!Bb~8be*B#+4|bE@b>dpJ<@<q!N*=k
zz(5lH-DkD;a>-F#S7J0?Y5+}WLm@kM<QGz(Nz?RUyrQ(zs}hJW!L;$~i?Ri-AQT#J
zwY{Xqb;NCrafC=CF;s`lLQd!mn0W#2Ll7Smn_0k(on-NMn6et9!pcQGPfk1XR%F1y
z^M#wJpPY&zNIt*^YqTf1KKO&N`!%&)h{2^rRpfYgC{}f}#W%7+GI2?xBFLYU7D`5T
z0Wx1~XxZk7=6~TNu|V?;L5yQZ^daH5Sg}sDtu`Qxs(N;1#0yjFQrUWA$an^;6Lb=M
zT>SmF)S{f_r2%$^Dj2qfMLK6>|3V>j?H;S4Os+cb4!A{=TY+VzOSPfecY?V9{}dw-
z%Qaya`pnNc*z)Ezo7FOZY*rn#2lhfEmhuY~#bXtFv0{%y>s&9&zv8GhFkY0}*Q94Q
zSv|sU%Yc-`hfJsBC#DCtaPb=dZ&x{8K$o7ZWBc9qnIk!MeaE%fi9xpegG}mD1F0V(
z%=S>qsu;knU^`8L6yMrPoq`~uA=xk`{fW5;HZGj_RyvPg74eERE>Ib?D_*py2HzXK
zRV6Mp4<ZikwV+2pL8>}~v1PE-lkJj(97uLiO_cd?6&83O&S2MRKl#z2pSK}a`!1Dd
zJKTXhyr#bv<VF-=?Apw#<mh)<=fc+*1&hC&vqYENC3h>28kNmVrIdO}p<8n5O0QoQ
z{G7lYgeKByGIJO-tLg!;Ty2+bpF1b@#FuMvGN(04=6OEHMLHsKhra1sY$9vb1Nf-n
zwPcinL`lK1>y}1X3#3;6Od(b`MtS5(YgEzGUmkyK6ze&9BUW$%X|gSk4h$wADXj3K
z9jT`eYvcQ0abfI>3#KzW23<PjRrNy9pJPQD_bd@gaZDLn;&^#rKuHH(^N3rQEps~w
z2OW_ejJX6fnFQ3Tk)>_h0$hZg)p#UrQh{Wu&9qo6Gcrm|KhWCfki&ZZ)(b}^{W_3z
zwi0cl>PO9o2;`U87>gtPCZ~_b4~88xZ8zReXhkCpByUCT51#Z$(a^hvOo;bVli}iw
z&<4cVD@+1rDne7X1qpjuj4&$lMYX^e+O(=ySRbp<;gHVGQwBo3{K1H&#y`>nTgj+Y
zuQk!n!XdCRl{T4Y$vFAIAR`*IkRUO4v@ZEI))_eDH{O)JGBClTXxPgfi-Ntjpk3@;
zb|77;&o@)4MlynHK9)H6D-MsROc9q$9oL@Ju^=I0J*WTT@SF}292}_o&;I8qr)tsq
zTC7dXFNSA!|HHgH4i-$mPp;<HBsnJo^#|j({o~7((D?;@7M@rJ-`dv5U?niASBSd8
zVGZv^fRBP@OMvaVumhddN!QjyS|W%lRR9bRf+&)z)R}2A%q6)VdT)WhYU>t^H2$|#
zrc32*7w%Y{dBssgmH7Z507}|{oOwO<YMJk+Ilm#e13az_p_@Ia1B5Z{$fSK;FtemT
zG9Q~}W@&TAMvQFxGVosH;Z~wS;Klq+k}!`xd(!<zJou^ngZmu*_(^P6ZK-mE6gWA0
z6OZW&#x7Nc%pur+ZsPG$i_{T=)UdRL$L6NkWilQuf?tb7!>8FKxX_LPdf{DhE-M2u
z1`ho5j@39l;d+ss9IuHH3#e12a8JUW57W2#xu#-mF<NigRe-eEb~N;P$#w7mL<txw
zUgarJ>i&3I2&5Vx=ypvWEPh!E{#{2FxEFY?;gks53o6Btk3G6#Dq6SIMp+(I@3vk>
z|7yE1lC-SmOrLXbE6XaCNi~jpfk*Y%N>$jsCb(*dvR-3je4y{sxYnfbHAy$v&;v$O
z5waY}OQP=hr`Lczpb76!YcS|9yG6@u@;4GdYcQw3doa)%{O9G5g#!9dYw*U4YoU9j
z!w&Z4FM&G#o`z%zq=Wq5c+~xTzBl6)z0?)o{k4RCHN?RAqPE$pEohlU<D3B+HR;iR
z@z7rkSc>@FtXi`CK8}*P&bV+tdAu=EP0E*p84vTfHOi=|9m)IzDBMbEDgLonGGKt`
z4L+i-tqc9PW$*U3l*qzgS>aWGk^ahBiA@mZ7iX?6|6hUxEE1ad0bx+RC0D$^uhO5H
zWTWBRlnQzI&F7{dQmq6PoVU7+ESwXbm4@hoXb{$mFTvfZFvKL$-cAm7dyv;ZCd4=G
z299dy{cAn2o~-j_(+jgXsO_2sIn(uv2Ply~$Tj`B|4&Z}&njS6eIJfmJWiUM?K;}d
zwpe}n?-g!C{7#2GOzxH)MV<`aOb-g5FV(zSz$A^{Ke$xInX#w7(Qgdvoekx!UK0=`
zI;1#q(EmK)r)v3TLj2Qqg+xKC4T1vP_HQrIyBWXqnauhd-LTK`Ep{XHU)mT@qv{el
z6Kzy(Of(C|o}v@_{=t_0Ezk+?%@4(UTTtn?V`0WM<FNO+k^GH}4T|#%$wt#|Dpc1O
zD|PFw#w#I{ub<sHck_LyCZ10j(!D&(nY+n4r@~HC@$5K%u9QvcY=Gw8aC1~ls7=sz
z=)>ELr#NVJ7nz3^C?CIi>hJy8$p22Vy~Q*9&s~pb_9>iqZCc=~lC21=sK)^&wUM$;
zOxckJe#Tany7{s?v7ZphSMHs&U&9L}5uIj6z_Rvq^ZV0z`m-CKo4m@fz(+j!EluGZ
zx-amU_rg#oWIM{u{XN<v6rLW2@Tn6gM!miK^}6s^;OY$0n0<pjJt=EllCYc7Jsd>Z
zr@CLdbtB&4&JrTv6*GofQM{diRzF-Y>UY5nJ!=1t4~LK&#wcj@qQ=wAFz1$Ww5uFO
zuh>|zB6}CRFWfqybuGQ|^CD|+XSiret#jtH9g~-jk}xbgU1_{lRTG(YIis$ArfvR8
zuWWerq01B5ii&QlTtyfdOaH5Xe2#pQD)qTJzoAAHgTdUbvbfZhf>UkAw;ll-W}B?3
zN$-R>T37G+>MODONa4519Z#IEcAq(~u2xnCHK((`!ZFdRq3U`?e5{t5$!fNE=V7Ja
zaL%rz+;+e|Ym<@t>wH_6j13>$;kf~jTpyME7-WGO2lls8ZdocOukE(I9~vXRm&irJ
zGY05fi%nP9C5?VLgX|TWO+(ntB2b^J4q9#3(y>K#Q&aOA0~BgBPjw;Xb5~?_b#-fm
z4e`F}j>|2|1agZtvc||ZK2h5$Wr_013RJJ$+lG~}Q~UqeH|Xc-12z;$l6x1?_J7Q8
zJvMJD*Jb5hjYBNweH$LUDQYjUE2do1NgL#6)YwER9VeS$2G`DAJT@VCk<^_khwwHf
z#-MdlnRdf$y*Ls6B{=FW-@h9+03FHqW`H0o<(M3@Xs=l__E|PG5C4MhqJ|vU3C4vE
z<+2O=C{)U0EhME<V*S~E_DW27*|LO=HlTRmG0$E4Zcvx%qrXM%^p|j4#vfwSC3Z*X
zu+x?I=Y`T+nr8MwAN?slE`As#Pt<O<4STsNJ5pX$Y!iFRu;}Wzwgr7v@Hl0X*Wh!!
z2C~VP52564gJw!*pqQI_qa<`Fxg5f+WI2Ny*=6%X!T7S|&Mw}Y_ljwk^Vn714Oc7l
zFczgf7IicV#?We838;Kfa%(*d+}w*Ng!320KUo%#Nm3_orl&vfcoFz#Jn#+)_orv3
znix@$se_$>uNT&QsVTUNy`Nq`y0P|FA`k7RBy~BWYAHuO5LOlgl2jMz*=rz5y7PI<
zAp^XwX0@EZ4+Lj=-TfCg2eD4NrIDy?=Q|>pVEWfE&4?(L!mZB+LnqYK(5Jj*R|RPX
zH~m&gR75zfk)1{x-%C=?i#2R`1E=C8`;`!D#0k*pJ22>{cJXd%)r0}^i+%`8poZ?9
z!Fzic8t9Apjwe9f_U4Jc3eQYVneO0VlKf|5of#>i1bTH98&rZD%Nx0#(kYB20cj(<
zivnz4AQnn`@mu}1$K2eUNA+gjXkG`!-Zuk<ceiYJn*j)4aP&f!5ENqO6c6ad$O2Xx
zGZd*4*wf(L&-2>B34B1^(tZj;<mSqh?CyY_xjc+--jTh1|Gq+~o>ycl^Vm{J0w1!E
zGW7(pwnvqTd_j#h|7l&41;q+EVYe<->O?`kQ@tr8BaJ5zb(z))kW|PG4l5XqO)S1=
zy+M8t58ww6hfjdd;S{qX6kr3VIZ4DrTn8A2s5yg-NC#|>7@c9E@H3>16d1=giki2n
zkx@oz4|HZmOA21|Bz4B>ue9Kg0F0F!M@8&7eiv4UrcKi0q&^<OR}6&T7EDcA4CG-{
zY|%3AZ4SWM4ej0>KVGIk*DkDgcFcWCk$<?)lBmZ5o66p@%Q#3;#Fc&Ef7|Tv1xNL{
zt330>u(DZ$E<Nu9l%v|mkWv^gMR@Wxdg67ysC7Z$D^9IqcUA*55u<mQphgz*Ve%*5
zG=$#ru&ztaJ0tEnew;2MjchGR=`c?C(?mZRww#9q8j%5-OgS1Ep+mY<si?h$yxu#y
z%EGuENO!TZMI6_PIz7pca@`gJ!kurLb^e~9>U~i5e@;*p%|M78lHjjBnPA>07*vRi
zrr%WIB8~_+B#|+4asr{_P4f&}$Q|vL2{MO*f90u9(A0dW#F&BVp$Qdazg0#2kx(By
zcyuypwh?o*l}4<zpcZFV+J(Z3h$6A;{hX@6^&3a!`EkYde#W?0GA<MS-5v_vaueRo
zH|pc-i%b4~?|S)ox?XT9LL%3ZWAyc2*2;MAxUFWzl-CT?xCM$ycmvl9>(gf(Bj=|)
zKW7VG%0ImdYL;e|hymlsVYc53W66IeoQ7v!qFx$ym%dEi^KW}4nyhF3<liP<mSl8p
zGC~TM)O%-#(G!hf&n^p}m$?X;*9BR5b$qZMZkn?-4aJH2V`h*OU5YwBBvxW{ua)Hs
z{2~m2byWrYu364mgqF?wb0F|$v{Z-^H+kaI?*otK8-t29$PagOrh77eZGHzm<S#93
zlt4{7j=azk#7aJ_k`U^csDn`TFT-4YlGk|c^Nt3wW4+a#{+(df@aPhHHO_DmC_+4r
zEIR(nLAuyF5SN$Ygfi0r(1Vs_a6HJdOnu#C>}foHFkmg)1p4V|F~4uY!FJZV=6ecU
zf0MQ6WJf=|@M)c~MD=71T#@BM+0|;R6$a_oyoVCC<DB1jqkS*9;~x!p6aBa;l_%#X
z75%QwpV_vW2frZ;#l49c`F$V1OI5wzCQdT+W;mv$`Js8$fF1vdgY~&XLGN9u33q{1
z$zHD(ROJE}H;2YGd&Nyg-Sk21iN?7PFcMTi8SV9=`9OVEBG8jb-lCOy!^QH4VjH)7
z{D+qsFe!&<?-AX_en0a%V|i4<U{rGPq!lgY*Xb<!+!WX*AlhKssundn=j<TJ&pzb5
zX#OKf)QE$P-EQqR#r3|%%}c>hMj$`Wbdl?qsk+6HQd2)m($fKC!gEG`**vfEtCoJu
z2ShBG4S_ZF>{pA6Ylr4!a_JM4jE6J+4wpN3ol9N}ZJJ&?2|Ha}^aCDjz|x?^y&3=S
zSyihtZ#LGR)o#zN+azgZX6kkosXO{O%T(@K&R<6Hx&hPKdx0J3{08Fr8l|s7mUDYU
zRO2(wI&MY1UJN-mdKv#ntkUSj#pUaFvAWip!_|sm+SC2}#Lq<jZz8?_Ke|kG_!JE7
zxvttvEOHlBR*cK3dW`?rO(?rKL@A5_S7jCuO{M=F$hJ?|T(GwSJ2%H0nc5fj%u?BY
zpsiszf2Q&Sslax(SvW-)aN@`?H2dG}#_kdjh<}}sd=Zv${!Dcej(E{^2Kk9Z`B6Jv
zY>z1m-~Gg!ba=dt$cz@oeBK~!J^!lxe7&sPp%u+l9n*S!2z}j})Hrc}n0a>)p>>G3
zP}g4OiPX%wK<AxkuLb6WJ&xp)|Ejhg_nE`!9Xims0ZjdkkFcWCEU}+mQXCez!;+Cq
ztza0h*=oeRIgEa(Vi|saW6%t6I3@sxGk^J#H5CyNM*&#u+gftoUCz3M8YAEZIb-%4
zcYH<A&2D!ZyMA9QA5QWv$Ks@-cQLx3zWl+)CD2#ARJG1U9N|+=X*d-1I8?X}?ut9P
zl`(GUHq#Kd%W^UaA`M@bv^^BZ2s)EqF|ft`TgX%@?EHV^yk1A@>)SWHtBX6M1A?ad
z#%k+|NN!+<%enJ`@EsbPMT3H^<~0utcbUA_I3N%F?&SAF-pHDVQ!P|&uY36$qHDs`
z${f4zjj;#jYJ9>)DgG*C3H@%2!aUk;iXhi0++2)zfvLU?fsj%X1z*MF-ms&h03xge
zs9#B#0Td)sY_P+Hyr-GPNg4?m;RZi66JI-zwx=P`kwoxn#$T2~3CBvpCnWL-h<&|L
zqP^q|B_*hPEffOxi)%P5bOS|SE3_S+AXztsFY~jV2r43~Il>f;b&$fBN?S`F2-AN?
zM*X@(ou;2;NHdTl*K4#-0;tUY9tz7WYuAyN@CiF12QQUw52i6o4);ou?6tDAml5BX
zCO;3<%xLO}wjo{qqI{n@a}|2U<bF+Dn76jCG8+;oPis@2EWi?Jpgf`f)T)h1_xVqR
z`rT+q$A`Oz6-Np}`9$Omry}FPNDdutn<14}!NYl|a7Ts!M7nGXTmfa7sKd!iRq9wC
zw*^{gREc~!UdqJRA7n3Yd~c42lh>GOHem~XhV-y-jku@MzaIV4g>s_7jCR1Pek(zV
zkA!{YOSyrW7+eV41&R<$AhR4J`O?lNMa^C_kA-=Sv0Z{Ai{)4t3j?2rI`MIiV;iFo
z)#`l$#25?)a1C`YZbDg;H%G*5))(=n)a3F%?&}P{=ewIVzctvOjv4pE1HT(-UrK>-
zs>(0jMi5ZuXa877%Ec`4xSe|Wwl)zha_skmb+frub0Al(bdB!qKYO|;ep)bR%x&z6
z)eD1@{e4NeA<Cu*+Rw@*$;&3F;*eVTq@rq=!&A0O&zvMSj{>A)JkHBhG(SEaTQ|h@
zQVjl}njX>C4tC|KHYUWnPQH8xW~61&adx?O5Eyso?*_~!>7OVqCn9VC|3G7_P`JM?
znI1|aYLhSY{$LIID%ytF9THD24n-9<3nEI8wX@%MqCCN&f>n8<_reH2noOnN)=<z-
zxRRH@iw~0oQ}K$q`7EFr6JS4N$!J7L$CGAErcios0VZn&njmOVnW>NeC4fn$W&sh!
z<jS2o0bnLn*T)WN;WPy$b-^R{o#hKyFa=`C<wg{8Eb<KfwI!#$GywtkQ_HZLbV@i*
zrjFz=YOfAHp(+HcPf=c-bNpO8hy+|~KxmTt-NTwaC8`kAS)E%=kFJYk$?3J*a?_-A
zZO#-%ZJgM1tTnR}kJi5>CJoVpb}KlWT3so#v~~qWr`66MQKb2Rdc2%TyzE5RY%0V^
z!j6lT18lnAM$<4&!HNQ<YRg=(R+sN-lI7?pE+C>z^~u;&``b9zKSxH<meJ30|90`l
ztUu&z_4zYoKc1&_*zvGmDSQ0a_|`(RnmwB`h?<5!tpc@gJrX<pJz?Te#f)|%b7<4)
zv0R$|#3H37JIC#_BSvbT8kusZ4PqmOWyu*eSAOZj2`W1hMS?cfZBy4}2r9=1GI)GX
z#+CJ-p}dzugj!YUvBJM)cNLA4wrJMXiy6aK8Kx7?lzu7{{u)BB>ycnaP-ehs&%LK!
zkIapNPQWo5_N;_4QbLJ<7lj3(P)RI=BWFuzta>tES%X!_x|#>OjqrH~0WfQe20Biw
zzELby6OvP}y0IRjr!fR%pO7nB%Y1t#%^Vh5OHV+3Ks#@Es4wO;NoBOtx+hAq)Ur}f
z`Ns`c!1A{$?tL-F8{>yeU-eY?%KHYXZdqjbd;8PvTQWA~_RBv-yrBG}`GOKgvzu{I
zO=ow4z+prbdvegUXTp+E099KpNRt2a@<xQ&)KN;ph7&<}v*BCXX>1OEXQ&=D!q1_L
zm&<gk{0@a@rtDJ`LM7H$OS*Kd74(2H5U@*^kF4F05SpLvTc!3^$c1=9N84L1XNf|U
ziF2T$^VqPJdG1~k553`gRz+4IG`9y}cD5YPPZM}Nn<Q0T<o6%fK6;olvZd836U)yx
zfAapC($=u7*ai1`oNaoVd4}GgFkeg82<NIX3N8<K*H+)#a%J67v1aSIn1GNTcF+$n
zmV702#CD?se-ry)q|}!<FwbGPW0D*ECW%;Hs~fhYlg4eB=L=@p>-!ITQGWyB7hA#(
z0J+ug#fN*^`RMb}3z?s|zPW1IbPVFWd34oOVqyonHpLiL9yQqgr3-ciMrujKYPy__
zOyIgI!Tw}yLau_!M^yyqbJXb%g1RbU-^5CpD0AP%9$IZ$&Ast|e_a)4H#F6Sc~tj4
z|I_NRtFDX;sTOB$oQ3qthvV5dPb(8%4@ZS-$HEs~DSD2-iyk?OMo3o)I)3Th;Tj4A
zzUp{w6QLY~qrXzT13~sC1bJU*)Pu-NP;YsA+`zXI9j2d;Xo+6(EFA1w%GsxMIo*W@
z3w|rhfWj&W$8l9jhV^!i@GvA#E8@vG_g8#}TM8lM6nm1Th*1m9<f%LqCxrxuX|2r2
zW|2Brz|2a3-;UYX!qz%}O#iqte}J*4IGW#@h`~r5;^({Yv+@lL_&CXr%+y1Aj8Ld{
z^L6~~H3T1@`t}S|6zj7cV!vUzr_NCHsBa32?(lio)mcGwh`w6^T)m<sxx#2UGP?9=
z&=4Ncb!-9}At(fh_bSk?8I{_>1y9pk(Kky!?<g?9_+l+5^{?8#w+iox?=s!F>DHfM
zS4jd8;B>JSl@+2us*d<hEdD48s<IbHxd~j%9kJmtICT0To{WsY;C#ztu^hH8R`H^*
zI2<3jZwV70zQ3OY$ECOSntE!rN-lrL4Tb<Pc=tfWC<E2bF(dRodl4~!&4m`GQo?YA
z=&s#70>;}7)>{Fe$E&>;X8Tz0_qtZpK?2L?Xt5oIR`4utCZHZwnaE>G-IJ2)oMUIT
z;j}2f`Bvv)VYE#I*t#u6Y0YSzGayFO+wA!aO`u$N=0XY$U8OZGXwms#q3WZ(!qZu#
zr{CG0RIi5jdi~W`KuyCI(WRbDfeuFgn+vAR6+Ir)3@9>&w4#;$>&2u;2Lp_0M3(?G
z8ASV+nT`wnzDV8x{<Y5S+w_0fx@S`U*^R*HgGgPW`w{3yU<5GrzvNaJm|#-SnvnO?
zZP(hv*g+j2w|Wc6t)l<Pt!z&Y<Js20fUS1(4Lxtz1(n(Mfn(3z%kQk-EYGj`4!8^X
z9c_<7kI#+xi5O~_J75H;Qy3k93rCM0X$|YHSq`FP|NdqSC7~|9t1E91w(@?qJz2eR
zs{qp9_Lbo?lvf{vD)ha!sE7&*XTQ5oXjYfcakXSJ4}X^7&ZM8a+UTs3LXk;*%-h;J
z=ASixKc0{fg*>H$vn3vV<Z(Yt)G~++ezCjkt)b70FHg-Zk6E<XGS<wK?AS(dZB!K=
zTpvm*Oc`uYI`)%`-Zr$*s<S0#_IeS0ySM?YJHdPGKbz)3yUPQ5gyXnCx59+-mNKH?
z!(q*Qg<&StQr*YZ2hAH|=atJ}Cw>fx-g}EJzDdX$@w_4**061tTzc(&P$nOpWrpVv
z4%>+}(ig8Q8!|i?#J-S5WDm54i>U8ZMUXdaM!DLrmTkoRhO2ES5z{G6w0M(H%tMQv
zt+jWO4IU>RBlJR>56TFKv?PmZMsXpD;+!iaa9&>0vq-9`Dygz|{ONT#{DZD%1fK=C
zuz%3@)>RhF)m*kWy`77kUoErzR8T1LrulR!_%rej8tP4o1M_;Gs3YBkj3IYZb|Ym@
zVdynWX%udGR)*#!CkkXPt4Zge?iAwy^l7AK2)|VgQ3%e3RLNYje0rJH=&u)N2VM;2
zM4QQ|@_tY{t7Fycg`anUe=?DPzGj7YvvNiTZ4aNm`W=NK`>8;rcuE#=8#gGDB7C=@
zFWgj^<r0h>mwI?|?>%B(+D`PIIv^@Cx6R-NqVTY0R&`^s;wnZj6`7HKqx2nKH9AxT
zV^M3HSr1@kYq2-N*eLQbD_6{pT~sCaos5t>Rt^RuaPCa;nSSbAORtA4S`+B2b!?0^
z)wJL{`z9C`eRpQKN?s1j-JS|^gX7$lZ_`Dh+>%cE{2rMhoD&={T3>8P$DXi&SGS+M
zQd(2{<rb&H;(*orP2R0qn*%;^c(Z~Kh=L;ldn!=ZJ3D-6>)q|<?!=KU#%|xca_=<u
zoFoUQBw3x)F5lEU?-jBz2?e#mS&+^BU0G@GUGK>@-uVxjD6ES3Lt6IDR98PN`-B~2
zMI*kb)Y_cOl@{Ndu?FwWO&DoG3b)Y+vag3Mu0m7u>g1+S`^a$w@L<&nUJU4EGF;i}
z)M!v=5xyzG!S#T#@?P<+o}Dj8iWR<aT=?sj-ToipA|+id1S|eX-}-nxgTq-1YAD22
z(+s*mRtkHV0nXCeu%~%BO0u(Medz|hw1xe=KC08Yft{!64=ZVFN62tq&&S$vNJlqm
zLlBv79w_4cGiiy)+4x7G>J;zWo>gL(3m>a;*uRiC(7Tl7qiFviWFKLZf+a{YcIHD<
zGDH||L}iTO9sbgJJe96GN+0shDaUm6X=!UySD`1&j*eWtGi{xjJTlTdt}$fq?J#Zc
zn|hsM2Yedox`?F0xDT`l_Uw6{3EqU)a*m3${||F-6;{W;b_pi9dvMp_5Zv9J0Kwfg
zc#t5$9fG^NyGw9)cPF^Jb&>qPb576GU-!)1%v|lOJfwbAyY{=*yM%6A4qgpG#BJng
zyByxzniqRu)+OLjuo}}Iwe@H%kTnrIbIy>RXZLn*sa1WN7qH4DBaQ5Q*>u;(j364T
zc=pdy6S^{c!AJRF9la;@7RS_f9%j>W-iyO(*#3R*aqVto>F=3Oqo?Czd2dKI7n8TH
z658^&!ayJqS(M@%k*n91S{Nmvidblwnp=DC&unZB7aV(h@d@g|D*T~Fs8_ULlgC<-
zpcMX?keKVw--cjx0nY;qDnr<%(o_g#Lb!0`Gy_-jB3jx96^b&c+xOe4_ETJRiYob}
zSy-Pg%T8eQlH4$y40*Oepu%#dG!BzqQbrVJf$iP>P||AIo&pcA4o+={uDpG;LLkcm
zp5oF9IW_irs2Sx(uSuYK_hA^kMqQZtwfXyU`T>dBh>b2qqd?_ruShO+yny?JdI!o@
z;l8KcL%CoJMp|&JUeZ2>!`hI@h<9<k&C1IO_D`%5ZF~l$a&jcqp<gRM>436iI~*bt
z_(A^cvFtZXz#ZX#3cgW)+CKgURztI(pJ7QO8^Mk>R`YGcsfI)<B>*{TEV}!inSGRQ
zjA2C|?W)Hji#?fJ2LwpxiI%Hd`jHXje?#y*7;Bv0SFXbx&acbsFy!ouC<v+0lj_&e
zQLaUwzgeluY-nz$i2a5*EZ?arBPC$pLC>ZeYzyi_$j+miY9bg~1nxr`P3T4j6|g+n
zoJss*s{rrO{FO<(>ApBq{A0+Ap#ziHA9@*X_!B6I0VxI+Hrq6={gf=%p|O;f1i@@=
zXk!KTEyqHQYYiU)5G19X79lf|F_k>`XrR9M+3eROP9Rye<6{|hw2XIN&7m5EX$P}|
z$#XCl1U0I9k)aw9NkWLT{eX>dUrW2KvSx^RwXBnRU^(JX*>DXh^WnMU%Z=j>VDDh@
zz3DpClSIjSlDjZY(6wEUwn9{p;s>SZIfli3#@rz+xtc>T(IOYF7ViSGX?)@15;=H+
znmCAon7Q{@Hq7V2%g{3dv9!u<fvX;7(9h7UDfG<VF56LJ+V1B)5)C{KkB}bE^gJHV
zM?G@_y4Fq4kDZX21}N%K(oC=idvJQ<qd)x53V$Pc|5`r`n*sCA<Ov?-r%E0%{IuZS
zrmB*;P%F)UZms)DXH|MU2O4Z|(6!HkQ3&a7z^^-xkNMI$JXpcQ(Cwm|;YDRY4y&pw
zxGtU|r7Y8YPAJrd)jRC1zUY@5_({OPT_U=pdtK}hB>Pzb2{Vtv#m~X=J%~5flA`If
z9V-^hc$P*EJ2MuW`OL7sU>kC<an(Y>SjE%0hw*&Tg+SXN2ZDXkBNh7uBj4@C^QO9L
zmz!3rHnmB$i;Rt^nfci2xALWuxr+r$<t~);^?Bpm3Y!wMqBwj7qkjJt7N*DmC9SS1
zGX@P2j7++&6w`8^Aon`Lj45}qAcVMJ00c9D1d}a?Izdv7Rk!$W^;gT1zqgq-POjK+
z7l4M7CE~dpW}1>CI<|g&DL$^B%8hSJ`uKgjj)GtJ<lCmn*#?GS-#crp^C83AJlY1;
zh%UI8g~<iiU_NLZpHXguUKA7qjA4Ya8z}=wN5T#{s~WRu|JmIlp0S&Y;A&9xHUTN|
z&@d!#MhKAVPoW){#Uhvom9syVbvydBv=6g9G75VoBO8O}`WJxnl$6p^l2g^{AgMA(
z<%$!qaS=@L(xsYgo*(5$SaJ@4hQlDvws!B)E65$mTEj4e6$6V(hA7l#!IFtH`yTkk
z9}}Za`rWuT-guG*d~!noEF;Mn`*2@NuGBsm@be$xNe9feF?G$l0k9LYv8?B=3*@V;
z+CXQ{Q(dv(d?*wB$fwpXEuyJ)X<QN@`&vF*5$d`f^RZ#1G?tw6PUv-9_NAyU!8ddT
zVHg#dsWPfh1Lhczl4|8O%z`MGu$ZvzKp_ZNB=E#KR_#;0m^VxL{M@mCV{NrXh91sg
zA;HN(bl>-(uU~ypxHpoI=WAi{7^=UZZ*u}8@F047<<gRPl&kqFlJ7YPwThX_78#)0
z5Q>XJuy5&-1bW-D*L*>zXiveBt|aMWrNNXA_<Uoz6&w+Ua1|KE(~SVXKf?~c)h$hq
zgjpFBZ)KsE?7d{W6`IS0batPhEM{oBJkAPHUx_%SD0fC}?!^@udanRFodc5`*ppeg
zj>A6TOJ#6kdGZ0x5yy)1Civ13!qDOq*3o+wi=G<-b7LZ~0tTTdo&Z!FI9~$>iVT%s
zLE(kmkMC`1OEzlJ5*VFj>+aJfXDui%bE#e$Z0o>xd0W1S_BX59$8)W^Rv9N#U7MQ3
z+rpIVgjKUp_0S>^2mKkXN(mnjd}b0?BI|_$GD9hIGmXPM5Ct~5!NybY0Ywkw1?Gk2
z63cr(l9&*gG<qQ50J-VW`f*%p<PA=Y{zSYP(XTRdo|m=2^{NY4KVw`DJXLe?N>lIO
zm(E=$f%x^&xNEzDZG72{>GNWyI0>y^0B^8Lgp(c?<VSu5uRTouW3080gYr*9=YOG3
zkVU49!Ib+Ap0GuwLw^C!CbhoqaZo7e=7KBJ6FTw~6<${BEZT*~36yxs9>V@S9NDOW
zUSe}T{GODw?n&D<qQ^|b8|qrFY{kT?3mIPQRIx_WiHmzTI_kJT9L>dV5|NV}3;++=
zFgGl~U*9_9Y6AE&{<c%Z11-yq*BkqD`tSJSbFa=^zPYn{d<%A`vuOGhtN!LkIo66J
z{1;9EkWn=tIif`IZv4A|SmeSW;t(K5*+cbm`a$~72kTpE>wEuCLBhHxQ1hI-%a?pM
zSY-g90VGHNKqtW1FZLhCen0xmZ2(&V#(ojNY4J}5hd#(<_F1!7IRW3DTY3A_GEj?=
zD-LG-w+*h=*-0Y7Mmp%y{X8Wmx!VQh)8%#jhI<h7FyiUs@u3X>S<>2_?04Vi-;9k7
zV<;yk3$Mq#{bwlcxn2kUoC3+eP60p@n$1qfGhcLCi8S4A+w$F>@s^Z5InUfLb_v{%
z2dPbZ^{}xuvzZEXwlcER@gd){wOABD2F#|EKx0F?xi$LFh^^`v0_iSCTU$nQucKFo
z(%6e;QR{V<F3!xQ+H*&3b>gV_TwziF1#pbTytHFkCm%K7Td0zYqS(j64?-Ea;2naR
zN~Oe8OoVN2Osm)3k%1zNC+3%!jww05XCRqGR$yz9=k$B=V|au0!^JJ%2g%l}Bdzv9
zaH@gi^rq8b7AvBoDvv9a+p@2}u=P5>7e|Vt9psIgDmifz<H&7#nI-hL2`$W$=cJ#c
zF4<WgN60OHJo*@%t$QdkRUMtV_ZHpr*zPFea)LTl-dMl&)$<F~iAqc7r43%*ob;N^
zlzq)_%>@19IRCyW6{8`6AReyA7B}4Pxrstw=8&6k<B#9jLBcxMbNPu9r(%0o>k5r#
zos>~ae0V;Boy^|)iE?uOWKV{|yR270>O@p^hS9Xs*vH#wRjVw}3A%(o$D<$1@A?P6
zh!K3h^25+h@Lif|UYon0OKUiT1pgW&=Btic$9#PzuS^Xcuqm#j#68S<XzBOCsJTPA
zz77^;d$G{8RJORS-Y1|Ig|sE=vZ0f7pM0b;j_bLtVryX(I@Ts)$qbKA%nkqIzJ-tw
zP51Ru=kAXFG{Iw}dGgvyM9l<EWJGU#+aMQ4uI~olS0mdaQ<%C7%}+VY9%(Dvcz*m$
zbS6-@oQ$&+gi{G&(ldd-h9`tfvBr7Ts*(GCqQsm@VeWv6!(h-eK^2mE`HO~F*dS}i
z%0T9?RH29Dh>h>#iJ~BFgR(2W0-Kh^wk>O-?~A?{>t~HwMP4&M_*z65=c$8$eWxXF
z@&&4#@4{pEK5x2bLc`@VMytfMxy_xn-K)rHrgQ{~`G&u5QT|Fvr#H(!?*kWYZ`GTD
zq@GhehnZ>GGlyqUnch3QK#JPdoU1|x^WCO0e!9!Tg7Np0sP#xK7Av`og&SnI5!Hkv
zson>Em9iB<(8Ol$<RxyQK4S!!gWuvv35u4e1_PO~6*VyZKbjDSc`aJ7!&6&9uS&Gy
zyKrTG<A2@~CDRjDkbgh1r+R<Ue(4Pm&(8t)jgPf`0C!Smm%phHb4N5(+w~FBFei%S
zL=R@@1zl7Gn>s)XZ|Y@4nC<}ivl2;5)RF@Cxj)2ZcK#$GT}|RTI3}{NTL4px94MHi
z-k9rC#+11#`VDq7f)SI|c(g3ICE!dX8%|}N5*?I<wqY_?ha?>Z<&Urr@Sdqm>(HET
zQu;FQ&9ZU?u8s|(;{b$?z)#>&jEUuU-=n+<jDWbhv)C`%mGAG4xz=8LZC24SfSm+#
zX5HOYKNMWN1Z$z~5uT|St>auad*?b%D)aQ6Yl|?qd&qC$LnIh?*qodxJ?T%D2X0cU
zr65-WDlOCIW^M_%r9A>N9U^#K;OK?OPLUTjG5wlw5R>LJ1`LW-zd*pqH7BXAT3ES%
z8TsS&A(Svd2GNeG;If6m+<mB|&l|b<X#ZhK8xh7>A&_2K|1j8R0$-)>>GbK(1M2pr
z{r({u_(pz7o^?j+o4sKb9;r+v&s)y29q;rN5J-?$8|3ve<kZ!&)Kg-yIx_xx$S^E^
zslpxazo=86|KXSgwO<DZB$cNPs&7|*&^4wqu1n_7JT<eN(=9o8C;^EGm6(GoZwKf^
z^l|JJb3|;?Zn(x>(olN;+4<Nmxgjol->Nf3Su({2>`2vxmy>KX-m8NY1=`XSN91&(
zT+__S_31%m3kqyksNP-dj?jTQD7NG4Vg(Laz0hK6#3OS&DRq_}oJrFUS|Vg`+fXtF
zj`%8sAt=odW9e?rUSv%5&`(XhFLfd3Pm?D}n|7)$FBzk%iFRjr;Hh1LoakXE{+UbM
z-E9YM4ZnE(VRnsx?!?Inn0+v8l+_=81HZj|O14)xfFzZUmwNp6c3Z~>meYq>B2$=e
zUy1Qo9lZO`o@rv)NhNJdOV6M6!biI08?TwAnTIjQe+6RY?MyPtzR8e=m2c{K(rS+z
z=2HQLKpu8Q45seJmAq655;Y(SZljM!ULp%#B(C~J`uj|9Ib~WwrTqXQ!>+Fwz`>Yt
zF2k1NY%Yp3TwxXGV+efjG`I@t&Lp})*~8i3mQAaybLad6CGIu?5E0l}FhN&^>OI%z
zUMIKa#<bn>z;^SN+UebqILX6$K!ofS`&5WiSC^KgPEYq>AW1vKu;Iv&)@vkm6P|sK
z=q#b3cM+m2_6Xy--r1PA={6YUDS${3{RI6?%Cs-f$?KL&82zgI>LsDe9c+T9WyC{X
z6P?&Dp*vZF)P^5+nv2?>a;j}AqBS_`0qtne6mDg#x|aD7vtU?pICT58@y|KpaizQ6
zzwFPsTMT#GO)VoVf()=aY3tF?=^62*(iJB8+2Qy_b7<LGT3cCJ{S2fEXEB&-s<rFR
zWt37Tid@=9X^O!#5pgS>*lGRnUPifb)yo9>QO{ISh>5(CKHQ4`B64B|YNrsfL$oK&
zJgEA^<icqsb(MA28gZ)(svLXDRT0|F)FYWp*Rax2NnCQS4csyNpC=Ck$fQM^l=HZV
z-p`M8s`q@Ixmntul+uxj;k8>rC1h~sK4-c+gUvKRsz<_<6~758aIl-8^<eg?BP#8=
zsYJ@QWb!K)sH(rY+vGil^vaDt);3c{G4#&4r(}c|x&umT!SbDbqnxEyZW)AH9l<4$
zFlmU6V>rd!1GK}X`x$bN{I`@SeLCd9XHmO15vD$_^{}DM-6m%C|GK%DFov)`=tg%P
zF5f|!Okitwpl2Mv;yX}yIUmc{xh$n!TFxb<%E{EY#`SM!2#SJmvGZj#)xX8C`n6-A
z--@&r7Olq5)t{TVBsT>&Q;kZ|#Ji2K5KQe`T?wiovsHlNlt7)YxPeH-a+2v?cC2gC
zz^M)m6%FpM;(hKhE9KQBB(=2MJ-DV@;>$L_NTE}f`tb|Vm#yGP4^-rg&uN1Q$@%6r
zZB1!}i4^u(Ayy8S6DZNt=61M2m%^kYUgsC?fRPxOcWaCdL5!Yw&vFslmR%pkcH#xJ
zUe0FkXx9eY?-r5W@BHL7++AysFeCj0(ae1~`Z(*JtF;(4U0IN@<YJs+$8Xf3KJnR?
z##RU$aQ2<>lCTbgbS*q~3}<~{#pB*woK2!mnNptzHCPno*Zukcm5A!CXR$za++^Ev
z)Kxdg5I6bhn?h=MSfqV}d|e+qa*y=L{Cn{*koQX>h@^WztnDR0y5u=bUW2^-fwJf$
z$UGhUayRcF#%N@9$xq$2Kan<Du&B=j%>rU63yfL%gW0Qmr-_ybKR*WcHbeW4X}ZP2
ztby5F(1%xMx7+P~(t(-R6*R??n_vE6s}vN%gJWT4uLbG?+nA&o4u=)MzsF!Hu=XVW
z4#5R_O~yVk{HIh(pEvt9n|7L9z@-Q&gHVRFN5j8&AKN)`k+QI(7w%gcH$+^Inhus#
zvoWXcVKTbshB3ViM_ySq*57iPd_K?BL06G+xinh>QzI$J<(9Kd`)E$poi$p@b63#t
z+zE%qeb=V{6tfD^hvQV*^4PGR^ZH`K0))eTOi;X(FO$p~N<o)q!U057B{ZV4cf2HD
z@#Cx|bd7yoesV`2R2nhDj=l}|-wz3%ifq46`pM&HV*HMxwV4>mgH<w7o7smdS>&%a
zKTdtQ8KYC$ba$Fpw~u4jm|$;q!};?s|G<I;ZyNhJC|r#98hzZ>7qA$fGmFh77^Jq^
z|1?Ph^EO~O2gdT<zwOW#r<%UoV2R=>a_<(QfBy3^|JDu-hB-(Izy=av>0m$h+G6yE
zEZ*9o{{bRDI<Ef1f&il<I8Z#h3e@BU$FTob&=;`R5!-N%(B|_vyY;wqwPKVXQX~bb
zCixRrw#d~?I?R^W?b7y5c2H)M8#?j+Vd?AJE-2vk`R2MFD3l-5Y38`}s=mHh8~Z=w
z0q*PR&vy`~@EeQGw>&F{r}JeGQ{H>gY_IDUUshG20`~Xs2x~pMibmOfl<hM0Jh)%R
zG^VnEfPxo%yrN9V_cV#KNUJ??Tsp2><<XAgX<f0bciTd}z8YA7U*zH~y<$Nk^rGl8
z^@FDWdZi_vQi_zi(hBf+^FI&FA_~&V5L`|Ws4@QE?l~?d|L!?ZPnvg>ik1zLoQHUs
zXrDPrjy-hfA!7MG1Q$8Ju?;0k*P0C#;0l~aiA<4ekZo@<B4auXuQg4+mQoMerzh-i
z8WW*r&s{1IwRmrzVOund|2Pf{6IWuxK_)&OD(Ko+QSXpYa}{za^Pb-J-^`Q!wUW`A
z7x9EAkb$+tpfe;YjRST&c>WF~OWE6{9P=_+;k%1f#ueEp=zQJ^%hr3i_ia`DF~kv@
zmWB$3KW%=s)7z%`)A{XBY%tCaiOr{>Uoy$OKff07+hz>`4MU?vFkJJ$1pm`I9l>*x
zP*fECwb}Ldk@IyC72_r29o>1LyhW$AM)4d=X`CI^sFF;VkbMl2Ix6O^R-_*x#)CE1
zDTUfpQVe!tRMG4Zk#hw*`ASMl5fK_+lIK{j`kqqK@Gjij5sZ0ezTVTjKgBx_+l>?o
zj$~w6GOT7rt$xLTG;e`j6&S_CyQ@@myC!Y<+^uni=06oStvhY_v;6O(qA0LXna8gm
zD>LmuabxXnrczD0LiAmH>o-tFS(;?VtT1cSWbuV<pJSSqO=a%7Xu?mc4GAL%+Xubi
zW#(|Q6Du9_7Ew>O?Dhj+w)k<Zz1m~;unfie#>LAPrU&JzUf^g^Yc6xR0)q~f#mneN
zeKqL?TR<tB==*-RPD}6T|F>%mxNTv<WuxlLVyr5oj>c!(1db-s`ZnTyI8(=b`j^W)
ze*wJj6Xxl;rAh3U!;oNk#iH)qRb1NS$<TK8&Cl<5_Yv}fDMN|Aj;cnfDfRZ=KKQf<
z=eHL)TG-mV?&2ij9nSoQAgOnyHHs;$fUeTM3a0dT(UJ1|R-4imY0l~n_i6Gl^zC#5
z@b~$y`d7+%c!yZhC9loLktNy=<_%)HNU4vxyFbZ86x%LZxwaa!M6=}~j?mPM%Y(II
zDz-?praBAW|HigE&-agGfjmx?!=cln<N2_{rE++4O+FiWMZPP1RQlWKRkUW|w0Bvu
zpOj(6l@)EoZe^-e(85pJm?UU33|y$Z_bE!h{mZp_;UjyBnzqa^_H!X|ud+AaQ!e)!
zrYRG|9My7>;#e=RyI@ixk>w>QkFI5%1r{>upHB}QkGdEjRe%?ySBF=x`xegHx2-TX
z>2INHHf#4UY#x_&4eZ{?5m2=~`C_7i?9e8t(k7x-x6SI)u+Lh4B2iaYqE$&`rP`1=
zE1bR@kqXVN_>=l*XJY#2sx;_f<O_6Y(H&QcIB)APkWD7ducYH}XR+dSt5$IXcZVTn
zE7q~>&=5a@&V@b}FNGSwp#Rtq8G}guxLPM|ioPfV-r`MKv_es|)eWZ}!THNg;_E>H
z5^2sC*l*t@cx^AwSyA97Y4N=U`kq#2UT(`gF0Uy}8h4fD)YlYJymgU&?!aLS>9v39
zGRT2r{FT7oEjMiEwxdLYEl`e`6sBleKZ@l>s5bnA#Kv%#wD&ZlweH=0Kl1oM*5Oiz
z=WwG>*Cj08;3}tAQpHSWa;O>2C4lw&mw(S?J<%#0vlq*^jf&T=`O(#G(%aT~u|BK#
zv_Tm{77L16(t-*^ME$DN3HOqEU`VsW7>1iwvt<8ghoKKT{?RbPV@I-jYHN-j8wjc;
zXxiZdX!mT160kf`nqL^;I6*yvIV+9Osk=WJ1`>L|W`PmeLqmJn_!3WulcK=%U=}ks
z2**Q!=#2Nn?UNX35lF{;)5*Z-GnPaCuKz@6LxD-7lUO9WJR14EJX}JTzhQC566QKW
z*JTb*WYKuGykQHf<BB$t?6X|C)>vLgV-}iGo)w>gZnSp3nC>`Z`}Mb1jfl0i2F@YJ
z2Rk){k&j?#mTa-1cPoUS+-*eCe%qoWV|oXLSC3r}N>p4UkrJo~|6E6&^Z$>v#JvY&
zH+GFPY0woR*nAbTF%R4g`R-#E&kAqFr}4!EbMH1)9p7#j7271g4(4iAl$~JIBtAvF
zE9juhP<9Kf;W;16#9u$NWTrfIN(NhtNc%>mQ`fEH0?=y#IfE(4Wj{$o%iU%OI-0*V
zLDMs6`%652yT{GuAt3|X%FFi+pYhE3r(eWf%oL6giVK!NTj1_xPt{<ks+F{RMrn1g
zIqw$|X}yY?t@ub+s?|ikxU3dcWAo-dD7f?)1c#^%4$3yOUJNww;_WW;up~WylsP+V
z-=B$=Fk7f{OMZ#d$)!ds!4WDS3i*CGh%hbCWQl_?iISr4u>4MNKDs)czh54@9kUzB
zb&@`K+6^s${f^u%Sg1`ZaeEKy?X@Q6^lpto<QH_a>y*;ED{@s_Jwi&0u}qS3?g2KG
zJ+Ov|zre=fAoXsXC^pzF{}>mUP^<@;V`KvBdLIZbnok)Yze}mY7D-)P-a;VK0X&Z0
zLhSKott$gfU`$~g-z^a_MdH~t_>=84C?0+i?9#h_KnJmLs7Q=XY}D^9QYeQx7P2TD
zUijLU0S1vDndY*a_<z72@^$@R>(N0AEcy7H?jY|b;1*T(LiWruDf-boaO$q#EroWM
zun~r-mgSM?J#A+XkeU8k#LL{mY&B+FhyBrb=%8xq+ku%jwFMhInUC;c-JY3Y#*kS}
z6j?OW@||R*UzsJ;l(_*ac_>?VhoA#145L6vVB+;bzXVDGBXQ-&a^M?YkpHR>0W2VZ
zcWnG(<%pJKk*JVPy@W})E|ITQS;7uoda&U7_W@#wU?irhUCK5pF2OKb%mxgc<6-p~
z0CNntyFy*6wCaSggRkM&%!Sf=T0vESAF{t+R-WJizcrZfhfpC*>0FY3nsKU!eKz25
zqP4Bd<UF4Mj@Q=zt97wxdcO&@jm^iP!jBO&Z(sQHxH`IznM4m+bEe>n>6X|(ht4c7
zWcJY%@MdX&J=<U4A$06b|NU%dc8QOw9q!;FpuX4UUgf1{E_}U<-gj|xYAX`%c5u@$
z%buj%aiI*;Ic?e<N4R(BNNa|j5&`?64?mkOpyeq>KH17aKuMK5s~gDv05wom`t6RT
zBbyt>xNNWPPK?j3(TZ&XK}1ZUyxlpOR8sgQ$2I`>xSUNc%0Zcv`={Y7hvh(KEvTI=
z8*`4PAT|jq>;<-i^b1~s317zW*O6j7Bl2ENw2BzR<en*%pHr%WDEgw1+P}9cokzu;
zDr85@XR_hdcPB_!WeELt7mHIWM=uU)e$C;1?R5AEPOFVNW*BZ$z_bSLTFqU?3pOi_
znDf+1o<-b)G}?*rpg~8ZHlA=CS4!hM&xjf2Rf-Nz`b9dcmYe*}zuB;_Kx8R@ZP|G#
zK-*k9-GRu#)sCcQ&M%pA7cS}}y-&p$5>D!N!ns<W)}lVmsLJivoCgSztRS}FPoJ%f
za;6A%DH!-X;y-mcCZQagoy%}m;jZ$lTNeHna*A$aXGr;6UaaBgIj*e{eqjscjlW@0
zSpWw<dPZoQ_CAM07~rYjcW=<#iG3=S1l<5`S{Ar*Lo90ge{3PTV=y=}L<xevR{Mxx
zG-4Hhan|T-xq4Ruu>aSBK*ySZ_GSxO3O!(5wm<BeD(`tm_oia{FYrL~=_|S|P_FHL
zV48-qryxDr+2?-=sH{x9(}q72e-(Wr@Udd;JgT$+$r3CO_O2fp&rT0+BB6^8+Ds!t
z%z*c|USoCN=Jg2pb0z_$EG7WG5LVq>zd-{v9OZ!WKB(gYiN8-%dqe7@3xH<80@b4a
zg+c(t^z`xRWa6+7@n!Xpp06ITIRnd%g}*lE<5Vq_T^v9rr^8LL1K6B>huxq5sKqY3
z9z7l(mH?2jSH6<s(oy()$#f~Ayi1PEPWGl98(bdsy!fLX3;eGI$QyK=E7NiV+<G=p
zbE~bV``Vs;PBZBU-03a%kUGs5gA(l0B=PfHrWxD40wTxK<pNu}HuPe)07@GE(@Qbc
zZeL>I-(nInX=ZvC(nsrNcxN7ltiyyZrIe1eY$h%HanWLz)HA}HU&yCAoA(Al84>Rf
z#iwW4Q^fS60=ivjXqa3D9au{Ba1<rdSVnfufEGv;%%^*^Cra=9bdQG-wzZTWWB)r@
zRcvNW=?^JeH7GHIxm;gZVg3WZ)>g$-;(D07PwNQWIFATM8aR?Ro~CF{XgvxQhnQ~6
z_cX}sP=UZA?>5Ll%l`ct10E}%TVXf#59hh;!@OHprP}yu$<va=U&$Ym3+kyf5MZv3
zj_f};AnAP3)SIvnb~|nyGy%G21XT8*F+S!vVxkwgIU&H!Q?$VbT|$EwWs9;Uf^FfI
z953z`bKD>}NoD1WgV+ltQ1o9aP}Fmce`@5MLodDJADnBL@xssrhUGt*!T8^=CV=)Q
zJ(RCsPCaz?blf&O3D7#o@R2!VzWR3f;;mEVSWD>=FLB^EPU)So+Tr){e?Z(ZaQR(h
zxjlhGZbJsr1zgpe!pXM8f;}0PXJ$%%a>)%+Oe|GWUrJ$C%2Jiam+^-+YN{C;ckpJg
zN=f6~)Y6$jlZcd8Nl6dHVv6F?M~fiY;&pjkj%}v|eq^^eJ^q@xr2Lk8;_-sw;h978
z_f#JCr%0Irw&U@%RiJECS4Ak>96N8|F>=(S{J1)tpFN&cKu;fZ;}my&Y&#0J`u&eR
zAg_(6&S0lep<{X=iqLyDE5}HG96hy*ecdPxJ}(kQ|6}dOf3saccn?&7E9sMSXohrN
zplB_TQil;TsGIe5sWnk2;iP5O!5msN2g34HSNCqQJDG-#J82<&zSzfSZc~uJREQy}
z<4_X1|5}KQgm-x|htD_b=&F=Z`!&EYRuiwqx4>=hT^50#Uaq%au4uN$w}K=E)s{|#
z;Yf%|zDa&>Ty#+KrvC8FAU5WCDxO&XU~aYr`Jtbao>{G(Vyn`E{7aA?8k+6XQv2Vh
zgyU9~G9)9-2b&|=<pdp@UiCPelF99$zI0lu1U@L>F)fY=BV^O2Z(OjWn1pxHylQMW
zMyqZyW&5k!)L>uxfF^A_9OSls4~^YEFk={~kmmv3Z126_hq;{ng4A)@`LL>e{#t+P
z{)*G?qVad}5}e?`<lW)rnNyE9IGZNAi$;5NaRe$E-4Ur<-t!A{=DEV+yD7xr=26EF
z`^fnV%O2aQ0<Ze!iUOq{X5Z{1V3ZkYuVd6{(R0BNH>D6n-9D-|eGue#7`AD9*{&>`
zGMFwBCJL}@Mf;T2#cT>2{S1Mw99!#XkJVLcRi=Uou9ERftJyF+N4N$gmL2Vqv<*lu
z`A(fC<#SNN<jwYTGQzaHM{YG-gx?QhO;Te|%$&FhXSFlr)9PZ3GoYUh*=OXQ;R&>z
zCJlqEWU1(#Rj`<2p13R_9c2<Sk2O*MVpkf%qJUA|be6&iPQLSQE#)-29auN>>!JjK
zvAzq-y8Zp7jF}6N!DQJ2_Sj5~HWGlkjxqG@fV!vg(+W=o39+PLfIOE`oZy;p_*K-b
zrWw5*$x{*;E|O`Bv>;SH&FSh3i9P_My{eL=?_49ui5w={rSUDbH>1NY>a`RG1kkLl
zHMo{o;J;%@Af&diz(gI0s`aJC;i$Xq7$d6Er8cH#fVET>fA}z$6cCLowi(&O(sf@B
z@j0|AvG~ZwjoV_$)*#4D7#W`8C$L7E=ILk|Vckef!y{&pPXD+BU01_+uLafk33X^~
zi!ftib6-8iI3BqBG(ma$Mh*=8zW0jMuu<$xnAT5g72MTfjNw*!9Gre16G9p49AIq4
z?-9<NttjYn!FM+T2zc2U;AFBp{@3ClAqi}bpTqAFIell>lfPA>b||elf%xEJ2l(C5
zX^`0Y1;m6(==OVUsYdkPPC^eW-t%s#Oy?dQML+vXUx^v&I+vWv$7lh~d`9py^1Pbn
zZw(^AuuO261WT2wvQ?odo_{+dnyPRMQP;(ve3ay7A7trf>auvCdr|tALLY)Z^=30b
z{t{p$>epeDFE!tL$jCMsc$1{CbE*m^j%;;`s3axCgBH++&7pp>C227Ue2*gh9LdK-
zp^FRBR#F0`r5u9|>@6%Tq7%vSEIRcGfvPx}*2)2UYEdUm15btgD%d)x*eR?yJ6%~=
zf<J>YI%bOC!+@N}r)RXulbh4_MGr15*Ztz4Nil0T5I_e_;Q;|iP#iE#;2k<EV|52J
zl>-H=O0YDrh-x(4@qu8|95%b=WDQ2*y)cx>K7FKcnjYsZ@TwdfFi}toH94dqPH6+G
zgH8VjPFnM=+M`H);*;)?Q+CPqpHkvphTy5c69)NS?kmeUbbCm@Qiyd1evqRZXvpu`
zyT(j4u*Azi{dz(~nv$rZ`N-^EcY`$LC!^2mERNMp^c03SjDRf`ThWyQJ1_IAF6JVN
z<ZD6)(qN5m5Y$bpt{5c=t+W<{3h?3uo*$;j_G+Sz8*%F7bJt=&rZ#vdVxhkTKE)Y6
zH`h7nWkPwk3%aV<PNJ3V0u6E~JoZZh_grEOlN_&gnX;)gnaSIaZi0k`Xp8seD`eZ%
ze`hA3(!WTS<*7#?*JJ-uqC4!0or~$xT*1;Ks5|d1PZCJB5RMv_^Gv(!JJ~5gM$B=I
z+W-%k4&t2b^9Axjdb%CBP~b<S8o65tHD<QAcEtD{q<0n&ae=3ZITp-dT3XhCjFnrl
zjVe`W6M;fPO#&2}&z!W5sC?N<f9bU1F!I=Tg`HPE3+sJ~6s|DJF`g`0It`Qqg4d#~
zHRggS^x<%xh8)h26Y82@_X5aoMr)~N!Meot3#KC<I8($>V1{0299jW(hX+Ri;M0eX
zz1Y?01mcY(DflJTfM6Lo0ksUllz+=?!bcztaRTV1o7h-`M^I;-A2Gfm3FQjq`8#5u
z<vMne%;2Ro@yb@#srUE6hI;`wJ7UeT#KQXcWc*9BsBojuv);w+@3T_Q9BlfAuD0J4
zv$BMXT=fs-ilRAr%*{O(N5CUaFG@!`n*S^Dd(~)}+k61lak@p#9|6fq{mZX%>^TZ8
zC?5Frsi`UhJa$h#>*pkV4Sz{6QR(b>e3WG3rmJHu70~~$2U=;Jf0~ao4Cu<w$YNRm
zQXObM7XN=X7`xj-OPg*@nFRbCRwJ&^1+&Dn|CLMM)&NYbo5;Il|5oG>f?Qs@y-Mw;
z$;F>MGe3Kd<=fo<{&2Wuuk(0B`F@(Ew(M3mCa7$-COVf}#g<2<2kR$pJugpbUR@uX
zuH-n}hbRSOQQeGpA9Baa6Q|P5gaKMyZXZLdbs>e2>p88=nPSFjd{u%m=hYS&^A@;0
zeIgUsIyUu0t11Ld@$5^;9LJYIw%VNDE*Aq7=X*I~cu!Ut+-~uw>1i+piCnLzpLL43
zFBZx@2e0MiR&HQ#?k)p(ACI&wy3YR);kbNMh<(g|#QS{2#Rl1n+}ACiq0>I*(q;oX
zI9cPOXsS{SA4x(RIi?5qqlX%wU?#4%_n&`=!p8AZi0LwnKh4JSw#%k1q$oPgL@wR!
z7SpTaevo28{lo{|994f^`(J8))S?0S9z0}4R@2iIs^-lFX;%ys6FSThJKU<H5EY7k
z2`2oEvnp%<+XLis%9WR#vpDwTcVVwu45LyM498B7FOR47$e4E>YY^j1ua~=DJYM7v
zdrsTbUGDrWbfh0%yQn>1WnA4)HV#nhpRR8BaKhKZK1zNi4Da&ZN*g4y`OSU~>GE5o
z+&&`_@};l+P=%4$SJ<S|C?j6zM1EnHWA}XidS7&T_32J=35rTKMKpp^(=`>&`xpP^
zJ^j_aV^!#GTv7a@JU@r7#`FwYzj(oX&F)GuMdlibOX=F&X91Xc2qBdZIz@A|TpuU~
z<lgA+kW{;IZHv5%7hx!A7vORU)x+-trJ9LGx2{Z@#eZ3!eXyBO@>$5pVizh}J>0K-
zmmt&P?+*Cgd+g8I=~Fx2MY{9akT9HKfggB6z8u9jwoeRBxW0JrweNX4Jg;FzjJcOy
z9FOgRc$!OO^|8%gjb$vmvI?TWU<AhByH{w8VJoDx#Yie@gx|3eL+s!9RmnGLv7FpI
z_;9C9=}gb_uPT%9rZqCfC=|-W>d99lSFcA7W_1;yY)`4`Frdr_#$7vcWHn@`r0?$(
zY=&LPPL=k!kc9<#X~V)}<iwL$dy;l1Zz8Br!t$Khixt!OSX*@s7$f;S{H7$S+k`b5
zE|XC9pR%Cj?K%U`_Nb4z)nox(6&pQ{s6H>iyLKgEG|0jeSD`ejZ_<-h#uR28Y@CyZ
z2z>$+{(PLW3iA5<y(A2nrueQoW98?_7&}X}LY7SAl!YR#!EB?Xiv|2F2P#i$TbW;a
znj>Z)HeCP8^m_rB{u~4L-DgLO8OY<>hrvfwB8E3ika?i*;n}uQEV43ci^|`MeJK|F
z{ij~Ngzh5q>jy*^`2?t%lx~-zZ*=eXF8Os`TUQMtc*xn|PBxfere9{$Roa@b5rgQJ
z+irW(J)YZFZqr{1hVj!wJkRrQJ;@(?UfE-EH2N}d`U_UH%Vn7c2pb&g)qIn}#=q*^
zQV)ujK(!MySEKl*l}*ZIEKV<(Ly(e|IbEBh32~@O)-Q$nu=)mL=2KROHRL(hemaL&
zTqM_9f8y4jZPKC*0ukSE-s+!`J3n+8q*b)OT^Ntlubv1c(DbhaQF-J%f5})p$$B=Y
zT8AeUP;?+>J^3`KcO7J?tTp%Zx8e!r6MuqWKWccD5#D%-+!q<w*3iA*8MrMQAf&Oi
z+4H@as6C|^y%Z{*CZZznEM6O-8Ty?5l$hExb!D+;y?7#SA_7nlSO!`eM#nT3uFYv;
zPFp6NSzle4est(&+^^2?wu^4kOlIf*GTtmriV-fK4B0J7R?cRlX>vugQ?2oJK1|vB
zBi=8xG_;H*sF_12B!~#>r~w9V^so9aY;hf!$Ta5ggUk>{=A)g#%;oUYZYU<+J2lB7
zKz=wBT!p-{G7{!;M3#N>ZQkoflijQ5OLlQ``nUdDo74O4_Qt8pJ|K7XG=Sh?SVr#Y
zR_>1P;$_2LLOOf$r+j=v06iv&m{2W~;>oPOE|I=qe?7MT_ulwz4=vLz!d@rE#opaG
zC*I!(=z8v6A1MwY+CdT*#EX7(OzUeWjD!tZV4ggi$A1%qQE{^4fxAetGz_Yret5>V
zLygw#{#~U95^G%ch2CVVz`?g4$r!X7eVH-a5?hDWywwa0BC+Oh2h9jsP@p?inl1EQ
zk-%_%Z)EVN96?_+X`vXtDD>S=6)oK}L?8w#?E9Zthbij-Pe9O-gfko%1n5XT{^{i*
zX5k*ehdLGqoXZiMpBzXT9vC*uI6iRpea*>a%W$SZ8Qxt;t^4@lHF&gs{%}UCvGl#0
zB3NE4Y*01-H9IJEUKq2^=Ve|RZbl6Ge;=zX6x{lHvy0g6iCvENoc8_F*vq5mw}Wtu
z+fy!a@brb1y8{Zor>C`*7s1_CjF&GJ6_1U@>CdW%bLDEfJ0x7ln3nhs5c&(25C|ck
zjc^+>cih?u8Mr?jdo$)mLQoTeY>^HT;U4q7_uf~7mPr2wg{~|U0%`RbjcLT#f0*3r
z!*&-bH;*OB7FeD}$WLz)0(})UZC>ggMSb)~m=v5!L-J&h2;v`%!nz+lL+LqXLhn%&
z%gw7hnD05QX%a_%uJlXlx-xS^gDDXVr5~Ka<zOoQ@e@=&|B}=l*T$~C%8FL=l{fg+
zAnzsd`d~gx4L!V`JL<%SX?ilhe`!(YYw{t4JV&;Y2_^?EWhrM?$(UsmVu(#D0E)6#
zF>ha_oitans7#L+XIO<u=f@@7qD2_}shn@e8(c&W#JAAxasO;HJ9KZ^R>UI1Ro$)T
z#j#@y!~_t4_-HljygtkUM+=kjazfAdGB~zSwldf?Q>@dl7fpbk{EfP@{iV76DIsvc
z+7y{7lIW+PKXM&L<=UM7OPC>i2$|snRF3IOK^{NjkBTU-j*bI>k_GFH(fEc9=AVe3
z`U?&r{J<Pyd0A5shKP*GqQMM0FW<!0!-t+I>Y1X5bxGODu*(oxCShjdhs&a&SGCv#
zsnuv^X@q2jECgcFt7vej!Zi)|3Ilm18L3HCFe#0vx?mO=t@FnSH1*YWj!=1p?}LU-
zazq-IcLK_46C+Bb>fOu<R_aib_-Wd-B0~!O=`(A|`L(6mjOb9L-iR847Zio9G^llB
z-stOsHEz|(0k*NW+}P_eVI_;x^Rw8EzP=dFG{D*O9_(Kps_yR*Bqq|aZIaHb<J+)B
zl1XJnDjR1hY}TL_Cz~8r_-ES6M{|OONXLBV@ink!I2TFj^yf1@C2VWqA_Dom>esEN
zYmTE@Yu;%6{H|jhMX?=fXFoL3>7)?JfL`NwJUc8y{xT5ucqyd&PP|&;;?n@x%cg-o
zs?Gh9XILyrWzg*__r;fi_J)DD3hX|HAvOc%Ee`{WQhSm?Il-D@+b${F-ryY9Qglqq
zC$GYs5FQG2Shzd*4-<6BiIgvxOGPlSp|-p=UyS`wSZp6ggqGDqkF6ac^%>h4F0Kv}
z!aIFC(S1#AFzLn1tA@?QB&)^Uj6YJa%|qVn_LVPTAT32>P4PPp`x6G9_OKjIS)eOG
zjDduOA&F(CCOUw2l3c7oVM9N*+J*8PNU&bin5p%Vuks^xVQ}blv!hTa?Ze)!Xtxn1
zvLlMvLH;aB^^J94di$Lm9dp+G`qFtsx(a1w5rETAl?PFS8p5R$H(@Ph?`9}y_>`!K
z_1p=l{^1ubBuH%JLOXKa9_GkSk537zl^i8{&AW`^Y(JA&QnZ;6bRy{}u*Xun7lidU
zPXXWV7cgUDVw&}!v1MPGmYMDN^pLfO;WhW&gI$UqgOlR)m!;Q(w6vBvKLZCnr1H6$
zV{M;~LT4UBlOgHue1@{44RA@+;EOKF@9+n!^Iw-vjn9y9?dK&8yR3ULm^PPY94F5G
znfT$!=VHKvi;|!VAF|VUECW~#D%R*=@b1>{JQ;!|SQ{<hK_cx?lKS@yzrsT#0XMkd
zg2&y!{2|~7iI<qJWC3(v7Yp9GPQXn~^L`B%>Gx!F74Raw{HD94me1jdOW=KfV1VS;
zV;c%!Q0`EZ&`WS)hPCHu0=~8zicOg3eX$-M>$JP!^iasJ3vE`oG5+>dg(dWzH?LKW
zSVmn{g-#2#+~4n?G+<!TD<7+#`tSFvwGwgv1d+PMll7zQRrXJL2<q4+=tqRH7v}?v
zvZ6`Y+aGx?zwA}GB(q)Fy)S6!8@aCMG<eUAkv5M2F^7*Sk*6*)DiSNF6olW_%yZv$
zK{04&gi@LWq6u*NQj!0LR7l>H8%*xI{pcSF$UrdQ{$ciwg0la`q4$t6gm_B<{%cjZ
zfBe@WQCSm;q@&phDSi>%_cZc&BUAqW={3N!clrOj*MMS=0k76B!_ivx1)i80;pWyZ
zfGv>J=L^J}IDeCiA-_2h!w$Z*jD<YJtyrO4?f^bjG@GRmJF7LCSp3z1gyH0k>4(oI
z6A+prTt!E8qPDFgv0L0j-TLDvI3juZ{VzYk`;-5jpI}gaQAKa$F7M-WNx-dWj*9SH
z-3KvOyNW=z=R71)j*Z?c@lOs$NJyYEuk~faJ4v8+r9OD^6V$U#_SvMnx;A}KDzmqT
zT^pr?aXuh`Re*b)u&u12GixpIW;8SHQ%H8U#HrxsaBjACpg`Q5lN73NF8)&1*^lx5
z)UJxYn3ItP02j%<8$Z)#7zK2nXM9@Ezq2FSfSkVQvzC8^KXY!c2aKA4d|L=w13b{C
zC1+N-wn{FmtfY@(7{9h+C^{L5HD(VUpR-gi*3;+rr#nRwLWrc7y>^E9!)a4TltY-0
z0gD{wxTO4|PIitKX{ka_Jo02M<@k6kC`)M8@YZNfF}1?^%3nVs9MA+n3$F@k=b;|6
z@NAzBASYY^5Y?*|DR;lH58Re6R6uP=p#s*uCz>fy(p5tNmkTmXHeX=@q&i4BQht*g
zf+u8d)3$9K%zr9Df?9H|_0W0Ey_kYdR=1l(khX&W570(`0HalqSnEaHzt@ehB>P%6
zg86x3v8)d@9NT`ZlwILLh3w!=xbcXfdv?yLFxlb2&q`k~^5yt!_Tj{9`SU>7<O%1Y
zOqirT{6Tup5|^nd!^k%$7nP&5s!~#?Z)kmsquvFiMkFg_0{n2yfK)$m$WdJrGk1+i
zLc(Y+`<uSX1od%K%t(!bWIot2K`C4(P9t6qs*UL*LeFQj0!(;TR3X^Btk(R}d}&Vy
z=07;YB0D+xQ9Zxv(C#Rdh#^eTfhmQH7|SUUOw?y`4IS|@gTatCo?Y(PN~+_3*5B(r
z{?Gb*p>r&6MsReZunN%6vSA9=eXHJ1(~6m$czWZp5X@|rQIP6FwBw`>^^@k~KO!sf
zm7us(+01$}rq~S3vmG1SLrgb*Fr<GTNXTlcvtQ>8qD3?jh@EfRoVPmj2EAM)Ndjrs
zy*yH?<F+_Q`Dt;^q76AH&@|-hg=zY**321y7_;sW*ySckPG%M(-bstHys%{0X@)j6
zZ}e;=Zwd(Nzug0ZdWc8uH5{-?t_khrc6V-Gkg2!d=XEux2nq&K-%O&64?VtdBSOeY
z**!U>UE#n_H^(tBCjnBHXmL{Jkt{VC)BlwjcO>x0S=@D_3(ZcTxLa3Kb1CfSlD7yR
zn2#+^Bzl^=4c=@IXxVDxLie}tsi4AgNQmBtUc*PB6bw+)fC~Ns(Exe2HY6^Gky#kA
z<5nPM(h_EQ0%0mhmAOeup;ukNh2!ECHssHRy1LWNQAU~Kbras_B@omCb<^N<$3Z`}
zQaQ5Q6C!+c;PWtzn7%Bm-F%y^+tSYu1?G^Vw>jj`b$Yp`cwZMNWDXQ=s&{pw+G{}K
z1yy(0Esg-;&EsHysqhYdzSaMR2_FFJ6QX?PPvWp^F2^fl0pj}RX7cf|vGctXSO+@^
z6kI>VG<)eCmlH?6cVZL`L#mIAy6<Ml3*J#tBEN2b(~0U@5TIUfHq?F(Yp(1xFk01a
zg?W5v23fa#baawC6-W#{JRZ_agQ%aezgEc<e^}EYAMy3bUNPKHiNPhlvTDGd&QFV>
zDmfR|>-XE`?%I4u9OSbt(C2MVrORZ39wk|{5RGjIn4Y&)60B+jONGAvLID9fAVr_Y
zG{c?;^3sMW*+RPCEK2{k`0d{x7#v%j3u>|9Ye7^%E;+1tf9;|#A5ZOe$<j5|e&~yd
zrX{lKwRNhoO@J8tHOW_9-+VJOt8j=!EfZ=`({R3<Q5HL|2VdtqP5Foa9>SCo55w)3
z`0-7aI*f$CaKpR!l9rz9(a@8~DaY~$haMu<6PY)WFI_4s@KVlBYt+ma4TL^(g(LqJ
z*M#U%6-(Y&iXr|(LVG|syW7;Lx)w3>OC7xZR>r!JC7x=8LGZ-8b~(0is@?;t9;9PD
z;do~Xk-vu_Zv|ScPKB$^_l|)(U_@Ysvopt&3lhlyk*kf=7F}1iQ4NSOkLr+CXQ~o-
z=!oaNvpYN{h}D5`yzkQ3s&}V;-Lw#UbM^*oE`=+cl1ghh=OdAE3XN9EqJe|;ZY?bO
zi&E61@8%2F&XXrVr5IRPSdFOeC}eBM9|c=bW3OE4ioxgRS}X8R?BXZLT4PwqY@1@V
za14+QAyUvPNxgMJ<I)`k#Yl+@*_{034)or|{SFDSN8cbX<Q*{8+0lRO+tG>=V7_Nf
zJL1%$p)E=gmMw7zEsxirXc^sOALJvR)fz{7akCBehpY3ZJfiSf(8&jJ#Hm|^3+ng=
zK|zcCVG9bv;emYO+X?9?ISQ&LM$p?9AJrQN;Xef6U#|+~Qqfa*L?QPw8UcPvonZ}5
z-w}qf<l*cC-G^Y0Z_tGzeOJEV9;DQ6Y6*}vmbqb~QM?$K?-|EaNI-<XI-P|T?h{lA
z-SHok+UOS8^LydUo<aoPsDJK%{7f{S<!t1JfwFfVX|5WtQw$gK+jO`WQ&`UycZ=E<
zUnIhP6!ZUL3;ouyw^#h(_gU1YZuER@MJ1m9j!xz&O2hoGtov9B`=<WCMajVE#R?cp
zqw?*uEzWVy<0~cl+$2-_HtlBr9fxD^KE0ZP^~WzWl4P7c&CubK&VRJm%{1?0|3jv2
z%=m2(P-fc;=+2<613@=*f_6WoNk=K(9fL{y^I^#@1!4~ZXM_^ev5Z{dINZ4Bx%%mC
z0EG4Y7k4e7`|y9Th)Mx&)cH4o1|VktGe63DKAK<vy+2%*r5sW~LQ2X?EBs!Fl&&C7
zIxkm@;V6nX_?rM7mhSs`PpP^aMg#-B!oL!BK#&vC*B*5wZ{3?5PV@I)-FUwbiIuAo
zq(3g2$U$e66#`%7ENO?@yi}T<%HYFFs?o^phU<MZmfBV?h++Bb*f3(Cn;lTIm4WL`
z{u6Ek-*#MQeOoJ%bT&UlL4kIh8tJ6m;<n;c&69h1y$E$WI?K__shvSv1Zcm13U~5N
zl09@_wRQ1JrErYe#{uS{7KcAc4x3{V5uA5RV5bYs?ypx${3FZvp6L&YJ5ggE&!5XY
zT@UJXD*Dp-t`<yA)d4b?HeYdPw;~e0uY%_T=qP`i)n&@Q!WdWVdXVB`^(o8HfV87x
z?zO%=^!BltXnKTJx|6)EF$Hsm+NfdC$b=yIBQDPUfLf`1AW-9MpI)H_%b%GRc1C}&
z`D!S$N9I&}<iCH2KuQ56-i~=rq*7y^^T~Xv6g(wn9%s<rMI{<1n2Y!m^05~G;iv^N
zkWFI)ax@e%?Cq*PF~%T_tJCcjRh#=I9CF>PM{~q?xP<iry_Le2cVp>vHc^vFzLjVu
z=WIlOx?3#>oh7QVyK#-Lk{h(gX&P4ZyV2*6;lRsDXgH`7prh%HF7|GZg!i}{er>sr
zP3N0-J#Q{o!S~o$#E5=*JsVu}jK)uQYk26U<!gN&^WSpLjPd~q->9gR+lgdzNV)To
zzRH^87#{|G-CA=j9v39K#9N#?+==8;s(TFQC1~bd30z7}m#3QfsESK#ST$A|m7X#K
z;|B$P2Pi%Cnn!W{jM1A&5)?9jm{W#^;wa~pT?*t^3AE(S(FivC4&KlO1z#)Oh`D_r
z`-BUlrtDs*U4NvMBC@R_ml+sp6pDV#b2*#31hNR`)&irnB!Prwvy4j`hP`)A<!%d8
zMn;*(7|3cMjJaYByW7es61dHnc0k#}LPna0i?SEp`s#}E5mL!iq*YXlSUKPQidYvh
z$Gm~IZ=9lq#lDWx_9R_C4f;#cO5`Or$=UE5$DVO<@4hOkyDn6U?exlZX3{?V9HtUJ
zdx^;X%JZ6i_&WN{eb*w^#*-K0?z5BwPn({!miq)%H=V`Leg2kVva-J<J6e!gJMOua
zFtIRbCaa*@$LKO_XSZho{IPv{bLn3WGl3B%CvZ`t6ou$uq9dZiKj0@3vL%rO<q{!C
zyu(b@Y~o3RxdtIYTXB_J6h`rySPW<w0t^1lvI`%;!qA8(m6!K@w>BW2Ewy6D^1+)H
zlf$Z<$bzHyqZ&@pmcj~y7k#$Yi2^UiG9W*>>B|HKROm1#Aw(_3#@{xAxpdX*n-&6*
z13u^pwef+7v+dtngPCsbhsQh~oA(dBx9_8w!m19ZzM@832ZZR>&7;`h#5kaf%W&A5
zxj4?$ZKP96-$f-uG>uDV%!qUOlzr*yCvg6%(BZdo>hmo6r^W)_G1Z!u@Ba_R-Z4C~
zZe16SZFOv`E4DheosMnWwmVL`W2>W%ZQHhOebw(?Yn`*N>)Yp?pY>~2%`t0^aX+_e
z9f7T`x#kNB;;MJ8Q-F?jZ`Q<0ylqy3-KW!kYtg~S$`zY-CUIdN%8nLmGrB{8uR-(*
zQ?^VF*#ynbo#5YKh*Wfj74Tx!Z1+{VP1fA;oWQjMrL%yg(42V1;2;V$9en0RNz<)<
zTr!G-MGEqIik4dcf1T5ZSt1(G*;cE|8w4Ykc~*~7CZhg!Sp=$)`XaCB5|3%ayIZ6<
z0xXs7%5k<Lo?~?>tVsTu(i`m|b)!t@kFoD$Y|M}JaY!hp1qVz9?U+=q&X3Wka>VMq
zV|3;eubJnqFa%8(ELpSeLZ_BSW-QiC-3k4utS&3{PhCED`EL{YG)x8c8KJc3+MwSi
zVEPNiz`P&b0jE1!%W+)BNF`04NSkOT#Wl2hlY2K)l{p1)><Jj!A~U93cw>#2lkhMP
z&+17*C$vk$C0h*GSl;clFjE3z0VEWH7Ob;!oiL~)RYfm7v@*3(@ijaL<3GQF<<dY+
zO~E<0l}roU+jk46i&;t|X=33vNC-l-R#cc5lDCPeE*)Dn3DIhMv6gpR6_{Kc2&OGw
zfp~gT;hH^T5tvTY^M>c@JtKnkjW5-*maQoi+R>7d?)1`wmye<I;d0fz#+hh`k|h&c
z)rE%B5+DRUM+7D^_Urt-PJ_`YV(e&U@HvBthm5nN*j8l&Poe|Cn!pYj2q;ALe+K>9
zzW}y&w;Oi?I_ejnlYY)Fx9G^vALo2O-#FYnKd?VHPv5VEe>NXSe15=wif;&bGe+DS
zGE1QH*ZB4gO)DTWj<Y^M{nX9_>6k}3Wijl4Mf87;m766sa+2mDayFtUl&;GxU}884
z8nY%>71Fm%3x81(i($id`De~QqVUcak0Zw}c)YH7RF3O73S;&4M2bRe%%SaHWB#+z
zUqv-t{`J^va?%FYrT6rn*1=uBD9=5)M1dpc`1v7$|32wgOt$PhH$GLPk3ci-R)m8p
zKFRCH8z3iWfTkefT(%dB!3LLz`xetou8A~^fezFE+XP)1yyM3!u&VuIKy}sSLF4F*
zkD6bZgT+d+8e4SoS}duQQ}S0PgR92L%$T7Ewe-wtFHg*s36(Twr_FyO1l&T+FC`*X
zZ}rPRJ0i~75y==Rr5YK;7Sg3VqxO;PWUh!dKoOl{`=0l1=E%T$=c>_+N5!lYPsiq3
zhw3CR`)jbb6nCt5ym>ur4=g4o1_Vg~-rz@PoIlaQf*Nnv+w#5Kxag~`s^8AdKHmj+
zT?V6G9|;NqC(mrX?~{mpKQ3+kNSrR=Kj}1<-q+?QeJk!y7iAExN5x%90f1L7@LFqj
z@UZ?;W~8;L#9BQR?3~DlF6>#XAWW112VCdChoAmkcNM_}^1Kj5qO&_f@E(Rm%VSe0
zn`*f)vOTjwvN`B!whU5GvEJdDick%WDH27<hhp^U!$n<|CB;DF(g;x!b2c`zx-DN)
zcgDR%BHtiRBt@O(Z#+#{gw+;e6ouyV*#E^Igw{eDFA)RyFn={0;e?XG+dfJ-;g<KN
zhyn6ZP}7+FkFW;%6OZm4nMW2z)==Sp;2AfO0=sd2FZN$;7Qs-Cx(WZ47=-(lv<wT`
zTD4P%WEVo)Tb0N89w6A&DP&b}pme5SBPsO*7#HLz4$uzqj&M+`cccCo;nRmrli0c1
znFfJ0^-<01eT~w%QV{5&@4a!I%7%XR0$Rja<D81E?kTS^9GyJ_8LpU;^0`9Dedtn8
zIKS<D?vAj;=wS~@M8#)+(ISVC-UTkwf8!#||F2xcieRXA&oI(fYz-zJ!@=e+VJtpo
zpR0BaOE?TN7(7^*XbT(wECM}Y5nmrM!1{O@XKbq`ugVkwl(I+gba6~<yNDt!CkL^4
zxr*2JGoozV^#=huKvN`XPC(Czg!yMQrG*pHY7B}o#Ltt?1X3f6l#vMd0O0&Skwwxh
zP~*dz4QsBCU?jiX05kL!U#z5rpS91rAf7>uN>NqKnFTWfiwV&bem})0Gg+X#Gc`N3
z%lAf*Skj4mggidCYAmrPCh*;qsS#BoFdwB+Dt;ldm2C@q2y6)SW)}oUsja_60HvDL
zZh`eOSdzErYbQE*4A2Y!+~?Y^JyCnGY0>=pdMKb&JW<<mG2kxA-U;=T3T!~WsjXTv
zjq31Ae;>k=ipB4*p1lxHqki>-X~a!?B9*fp7v|4vH`{2r)%KU`q5<X&t@e9-&*sL-
zQe#+LHZadFLWmU5Jm0Y{d*?k?5ZH<G850T3W|^bt_x#zHp6|K#$;7qKQ<A$PV}f*i
z_*$hYPttIfl<CgUl_QwrWyv%-FToy?o`fcaCHY`B@cf2?y)|Vmml;U)KM)#$<m+m?
z1q4IiX6y#Wcf%)Qs0CoBs|Ij_1Tm;K`7ME|Z9k!8D88dWML|Nnh2Getj*nsZMQ6i;
z1u#v7?YNU+N=+PdG&Nf?X^HlCENYB>jpnr$NTd0zhmQMFpssmPzehWfz;)aO`X4Ie
zxp~xe*%~JBNmr+ipOY7?7oMva?;kSboWmKM&msrf*%l%u_+3{s>(tqHZ@I`M8+^ZL
zzrd7>QZQ;J0XopgzfxeJwt-jxF5GtA+uV5K1l!m<V!t^OXlEAlcmQv-0=1u0N;7gi
z#E=%1CDDRmVvjK@PopUhvYaMNOQ0wqOh>`-6BA)X8xs9Th-F-7=;ke*3CqJx!!tZ|
zpf*-iHoMog6J2QwB~>ri$HV+sGF`=a;jPIIxdU|DqDTJFMHE!WwG|c|Ifw|Y<`uK)
ze{jB$K{p<I?&lCO?R(Zi#iql}f0Xw=ptRnpr0jgtd0R01IABrd5TGG+(tE$#{7`>1
zM=O`FhKIH_a{*+nwpVm3Uw92oq@;(-8Vnf2*%jg=i#{6^c0geoS?1b8A$K!{Rf@2m
znR+vkb$tI$CC9uFBhonVTW$W1N<h(X*6E4|iZ#U$4ZllYhejAD=L$S9h?nsr8{0gY
zsB_enp~S&DL*RyTDeO$FbDvE*JCve_k|VFZZm<5E!^)B-YuX}F^|tX~Z6|HS?KJ>D
z7Ev(Mrq#0WEB^|j;Y=PULY6ys2=8Rz|HOX4j7`iVZUz-|rXTlwG4N7dmc%zP8XI|N
zE^Db614Gql2r!*r;mN0-=H~!X9WUc)&fdU6Yj>RkVE+qY)RE@s|AFz~^WMQDdL{&T
zq>&$#<WGp=nNY}u{VTEcxL|j$lwyKv@Pd<uVq#F}bk6~3CLjhgvbw!WC)57roeZM`
z0BW&r1Lr@U=7EL>LZaN~f_TnJ=s~=F;KU8}+bt|G@yG#o%zG=oSps4L`mfc1pVlR`
zL8IXzha_3K4mdpzF|!RoJ8Tx>0;YjY1a{#|QlZAf09(DC$M!Khf)jy3NWfNaOq&1Q
z&>h!vN!afDwsqP5apM#fp!GN3_TRpWWeS51CW?vMekUbc;Gt(|Y!PV51sXI2+Af=_
zJKtl^JwH~))1k9g1O!<A?=iDZ=PM2BdOr7|_UG%bIT!bC*6Q!aUAM!Tepd~2)%3x=
z_-B{<NO&9-Cm!Kb`YwDfvbfNg4NfyU13mK!$VhlpBflMLno?V_kBA6hAxn7Qd5Syb
zZlJgkfsspEjRgcYS=Hep5v(>nr^l?gz;M}bz;M~R436vt3=mM*?dk?f5bL0d`7Zc+
z(I1?vf*HMJ_6uj1B0FONeCfPRtbb6yGlBnC(k%Z@91`#Q-R$2+P7I4S*GaF<lMb?~
z%#OEr`4FYAd|r#yjsa3P2gMhy%*l<aSJYCR>KuG{t&9{pocl+MFuO@H+kxqalD>Ep
zFUq#S4%A25Bqs|@w1{u(MO~EQ;u7NPQN<pSVCAO{csdb4_w_<9bwTZ=LL=L?ds`-`
zPPQjWhx!h~unkw^gM6Y%eoa1gY>z|}r*0t@rZzB9w^=^xgWI+edG_w5IZ7RY#{6$y
z)8zP5$yURR0cuC18-SkYFAIa_<@)gK#T#BtS5@Plkk>v~c|sAnIV{Q{>%aIQ9_}YT
zZo`a#YQ|vQHI%VQ)7QAwtc|PhTLW!zXzR0?2LaSeqNFi#E;_YRPK?+BOTeVFn6k1&
za(FDAiT7Lc(1Fk#XwQC=R~L9W%KzGS6^KHzI{xqYrj1wixNWpJ7=p-6TEO=<Q^yps
zrQ9=&;1+^NujnwjLr!l)nSmHIv6RY0E%o_cpP~l#U1+171a)}Drg12laF(-mnqMpj
z(Ig!#yS$T$AuYWa)*2x5Lmv1+LL+ESjoRo{YOpKrVOEDdv1W%FF~2cf0x30>zTT-(
zcg20)#LnssmV5FcGA(Tc>A29sMn|7gpuxJ}z1evo+X<DEU*+Ue)^4Y}A?-^1Al{hK
zk3dsXq<Z+1a#Rn8)Gq`Ev}Ek@<>t_174NFvGxsmRJZQj5iA4nsxf`-qwa2N~V&!ka
z2@&vYZQoOu(xyfoh=m3MspPh}>-vPHfz}mN7A6w)RM_T_dJ}{R@fdvlO(~T0uOfWz
zW|+!H6cgf9iDoec-q~sH`N48ESVriD>HiZ`6y^z9*CqHBM5u@o0c^HRgdm5SND|o)
z=*57%3Vtdw^MThl`lbmS@#|ELSF%wf_BUh?QT)2!##b~QqdBiiO0-aA|8BLq3Qz+&
zS)uIg!eP(UDg@v4by!IOv4CojJp7B?wR`YL8|jVkN@aqr1y^Yp{w0=!xvKHB+;J^v
z12uUSJ1PhJIofMD64)X~L^XAC-rr*RLN?z0X>KZt>_%y!)tNzy{#`(&d<J=5MdkX{
z3-=(33;T%9YHmUT+j3pQz7Q`+|F)&7Aw9_l8NVh>b!AvD2KXe8MO*f9nsP|973Nh>
zNwS!UIBS+x!FdaQ(M_?JrSIRcDY0l+Q(v=}|HAFQFQ*!+CPlPCjD!U9B;6wGcw9S#
zMSBSu%fp&==X26tuTZH~#i+dTN+MQ!t{C!dx!t6PrL5ubHk44I+#)FF4F}Cij{y7g
zv!Z8^r96+3SRru)46WDJ?Ymr5Ij1CicsmUCMYmJ&$`UI;FKxGOTRQuUi_{VQbmTt}
z9;3{GlPD3BX@&b_Zr(G0p0l3bRys?bax(1r$aZB4fkFeZQF3@J_LhPe@QVqV|7nY^
zy3G)M?!TMG|NbHVBsZ*e^S|)V)-%`!SWJyX=BC3Ngc(6YgsP<qs=<ZDZzB!(AXF%@
zR(cvFg)Wt>SpG0K2vO?x6tpZBI#sU9=0jvr%HU5Z;+7$vco52;EjvWPg@Pvd5~Hb4
zFAP4P6#9c{SUU`$ZGBEquRr)}xz^|sWKDAY-XAnz#<`^H{>T76#bSqDBgF#0h)IG3
z_e=!4Ux%ERS4+mGehv&3b|!e27U~XAqBs%b!#YuukOooY1Y(=t2S@AafwA8bE>Xj6
zcQ7X=Oi{r*9hq?Jx)Wb{i)T+_ic7Zf0IF@qm<w7XG>^B^of9-JTx`VeUa5i;_(EK}
zzZ|(+Bs4b^B1%zo^+;U=H|k$JXIV=v@@B3$)@?pXoG-ct3;8s@_>=eDr2;po5FBC`
z(ULqy+be9V=}+wxuQNjElEOmvH=x6XvdD6PHAp)QSOwhgWU+L-aBcyNE`}(7^MY~U
zILO)6SBN00N>2_RtjP%HNn7}{R38$;=4!xqU@eZ;@8C{2I2p-8sZ7}45bE1az@mkl
zF6q(u%M;8aly(EWY;BB(=ijkcAisZ^t?|G7pc|Kq)9W<H59snfO1Xp~3Pz$JG299y
z5LqpbL4VB{pyE{fP=IMg02Ah&rcMyuQZB|iMr22*c}@=L0xTpP(A2Y<eiCCbp`<sQ
zQ#XH)zN&%2kBNY4UGW!E4AJCsig6h3t{8(;(YR=(e<T?3Y3d%x|HG8a)AJx@dYh|u
ztJx@|ADSO<TVd31sncJx;*VurjEsAaHdoHn$qtL4cytdTo|b@P$!uM9>JVgIp3KI;
z<R5pQIqNN?58*!q+GjZ~AqoTje4KXs?bxr5S>Gfq#2G;_jDtx@+3WO(o)DXkjyPZ2
zB696-*cJ%99cbb@(~U^N#1t%~yWj4~akY_Jy^u6^ytp#QZIh-!M^ytGiYw<}(e*cm
z^xg@q_4V}tsj%m1@0b*OjaL0gMRunj?>2E}Hav{3X5kM={kr|oG1xC!*7TlT!gNy@
zG?vR3J%YcHDk`6FGm)^59QgFZYk&>#%qIOf=tOO_gBv88O(%D{2>TJ@5p@x_5qp~X
zTpwD=Me+7^yFe4$STC}Gx4k}gtw(R=r@;SjR`0?PB@=Nct1D3pdo6L0B!%W8LF*cB
zlm!p4CH$NTE077rW!oZp2<lWHvhk1RuMpIYT1?sE$E}CQM|fifoT&&hvW)C5Kop85
z!T`Cz4kodv1Rf=UHf)NQr=Ng2=aDm#pfOsItXUg#5E>$|L!KcfJsY@&RhDWM9dVju
zYCGSNpg#hTuKIC}kP&dS7tSD{EM3<tgnaChrptsN6-b2iVFaDF5poWkX9P96;A2TQ
zLi%q%>mEPkPw)@3pWaZPDLM<4B%77GspSf@oY2sn%A~)a1dXrn(~9wXH=hkssy53;
zD%Z#_c_{^}rA&!6c2~hj(;5wmMG8fxNK@-H41_7fa~a0>h#AOpG>RvPu}k~{JcLea
zmsko^7kd@qga()de18~q9)CrgoqczHEN}hkdp|o_Q(^HmNeqB=hy2s1l>Yt=%Q~JT
zSaS<`$aFaRd~DOmDm9TDJkMNsO4J(;I38Cg(tYQ)ih-_4W-AZr30PBvK;#c~xhnBc
zpq?|C*S|FC4vO_II6B1e$Bq1sGVMT08maUkG2p6StT0$YUWW&t*S_1wajhNJh})4K
zoW6`uNG^9*VZeKHUC;sT-4D7+A_DiR3vEW{Xx93(>lvkeU+P-9eOHK}Z-c8WGuWy0
zdacyR=7yplgkKl`Z)fcl)=X39`}s4lPu<P;`Tk=y<c03%@WQ6wA}}@Vk@uRQ?+RX?
zDxM=L%;>j2iGLTuQFyl#@nfu)xc+8+Mkbc51R$F!CafjAo&+$^EQbC7Gf8-B8I1RU
z)&62o6_gNNIm#o>X@6ca9)w}JZ`5d*c{WI!V#fTDWCg4AvgCz$g%Brlgqf&|i_ei5
zLVHG#D8JS5O`5j^dQ$;gT%!JWuM4`J(GG*LPw0wDbU{Ra_~>vRlUM_EnDbjQFQ>{6
z?$w{@?YZ2ot`3&$NBBD`0lzaTGGP(g1?zj+xsBAw;=f!)Vmpa<B`2<pqSSB)kZ3e+
z-3n7Fqm=)2bpQ)}0fB1&FwQx_be;Z?B_xsjyz(m7GoQr)!-Hxavw|PA!R8u^P^Zw|
zBeeLjLDIZ+!-jepM!~Z8yU>4KDu5d*63JSSlNDE#NC->wDwbyn3WIx4_8lc9hX<Zc
ze;DkWMQhcACxI%PE?4U5JXxq^*!b+ZOnaD{a^>ZDYy)CfusSvblb^o(gnrItcy?q^
z9TRTqYgQLdP|mgt_ilXhu=^Mf=U1*A9$9l(3!eO=B>%hN9Zq2B8q4X}5VN4bYpI?`
z!{Y-7UUgv0+X@wnn{V^Y4RRc6?^oVziAgo3bwvMI{G$f=qT2cTkHl0uG*}4ifbC*w
zUN2;RKue{+x6xCS^j<+Xsmm#7_9!+MLPgojXh9?i&H?DdOWJqli^~8)Q_zW~m(l(s
zBP&<yzL^3PoKakre!Pq-22y<(%O9P~k*uqw%y`tEr&m3kFbHoh?#$O(tFCath%XLh
zAA1xRv{SqX0la2M7`|&QMui9+-{vJv6WL`Cs``O{lCGlxEcb$Z@HC^)Ww2h<oH#Dw
z=voW|dgcx9;L7mP0x9H-U+>l)g_+FRyNXx8X2y)dIL>-LzQ8GXe(;s+nN_+fyYWMV
zFg7A3f^f3m_LBA47B5Q>pE7#p@R*e1;5Qw2H>lSveS<cBVs2}F9)kG2BT7EKQKxpl
zQt&ftMFgw1xvQoRggoxgF49i{s2-!#@1Y>s=;?lkxuvgTWF8=d9$*yEW}y8_dKH|b
z&`Ze2-5xP32*-}Q>DgE~{@;YA;G_+NvZ_e~wh?*nKf^9OFX`5`>lk_YR0AbIY|X9X
zMAkez5IkX`rRXUxlh4j-MXv%Ok>cH+J*Q!>FXR$C-9~j#27QO@nRI3A3x!zhOl}~s
z>|E&;sA(Hdv@cocoKC=NrzAFCj_0eDqv|BP8lRN~aKiP<f*kY@6ly;2c^G||(dA0V
z$fW8Qizqp`q(b!G-Szy~$%kT%-njtKhjj*j1T8;yV-C8bWsoKwhAII$U%H=h(bHZ9
zp34P})-qhSOZm3s&OA}{t8|vsm>tJ`a}D_%za;k{O&3UrJ;G@N7NL^XSs~qLS6a8G
z@^+^MO%q=j(&qWogX;JgPh(x|8%6Kh2LHCbKZ<Q|eEx=9i_jqhyIZ}BWcGUP7|5$?
zE6FSZvD5P6U=t+B0w$M1AI5BX$H0#DZyhJ^5Z7Qq*k*vWS)6|#CD!~F9(0TLiy@)E
z+XHqgWyr95nFJuMe`M@{qQL`}64C7XoGQB|Yjs(4<!0Z3y+@G65eSqrQpwq)*rP1r
zgDLoD(s_eZY}P;6f*7h51l{%%Uv9ObW&t}RpAR-BW%M>*dcM9t#XR&2p8vfxCm4q;
z=tlhmBR|?g=1jLoyZc1q!4@xk`u%{mea8UAfgRz?vNkX{xmnlyBzDJay<Pp&w!MUV
z1|LFAq>GtJJ=yiS?(fyg#PR?0%Ye<LER(!Jz_NDCs&{BVU-wgj(L!E4A11d!J->@a
z4jZm9iBq@Nl`EBHX)5een`VLE<5j~p^B)m5H?ra*KMZB3)hhZWl=t^T%p1HF8`TUv
zuoq|Y3PGFe;o@Z@mcgA$Tv}Pg?uI2Y`BE8eyizZ^$Ia?b;h_&zUrd(7)3lKBv(&ri
z7%yl3zAAzQ1Y!gzuHJ4ZH(Ojrkr4PUN})IIleT$wTHa?jpX_-*M{XbAf8pC4T(}?P
zuF`v~KBqkibt$y4Yny1_WFI#YC9M^9e8;NXNil4cKU0$LbHVF3EFaCQcUEBib`y$b
zbNXUC!l@JmL=E)ktY4A^xgtU(*GToka8$l(VVGDpq+wLjC(cri*96e^;hAsOBusL+
zOQ(b>YL|(!-)k|RFf+0Wb6w1bDFaMc$o34^ux)Z9O~?^f6*>6s2I<;b_jM$0DEnYK
zqtCxr9WshnY5Ht$wHbd#&pD^X=p*dtOPw(gWTo~wsWr~qcjQ4p;X`d-4-%!CcwhnK
zH$LHm{BZuO=jBiTY(%ur6*P^a;xFq~#Ft*u(uJ%BKhjf8+fdl*PD474^5=HgofktF
zJq=s<QHhFyL@SymjESa}^{SaF5sQ1+(K?9OaFDs8#xG8hY?#5Gv8J#&G`ZS4R=5dB
zSoLCS<%`~?MO?_yv<TgNhB`-Z0LIxot{*(R`J+u!(KjTp$>3$$Nw-IT++&iA+YQJl
z!mg7_N~ox`_{Ap2<EHDB00Ow|Yl)cyX^G-Hc^Xi1a*TRjlS>AvG|yQb_V&6}`7b|8
z$V1Fgr?d<d(q!-)@v~CFo#d)89Xe+I3Me(Hr1V-Zzihq?OZ>IuYxA<@b6W@1|FIhA
zDVw7`zc8mZYx~fkJqWw#S7V+W!*OIhLlhmJ*p@S=(xS=D<jqTm(wka+=F~2ta04*1
zc>Zd*)e!-tz<C8#B>VCgnISk?#i_x2_QJMT=qDWFk3<lEIT&ZXyBA_iECuPtn;<UB
z?q=@&28ekfUt6Q@#w(s8A446)8xd{iwM&l1>`h6CQD(~wrKW(%_YbWPO9_<IDpkl6
zdOfZ+hMlK`*q2!%iVe{)b>n1Et8`uY8lnV3pRDfw4iSLkg2&Xcj68rgtq@s@iZ`6J
zRUEXPQDovSSubyyz0@7fc$+_};bZtLl@oM^v`85Pl_z@imB3{o&zFqkS=rmX<}%oc
zzp57}`b&&r?`r+tXR2*34*L{|Xi##!vhVOurn+^t5xNj*Pb+bT=qpyS2-JElots0}
zl`l`L8F0I%OGnN*dovA-CC{pFS+ie|CPrOKl%$HKS~4t!P=EWR1l>C7PYgGZP5==;
zFazy6O3xcuUB^J}v%lfi`MlfI-wzuNeEf#*;A}{1*9MjPGkmY|8jh+3b~z>S9;__r
zpK>2y;5k$pI2M)c*~_K~*(j~@4VpriAf8@;MmcCFhKjRy9TfcHkozo0Q%fK7Ta1pE
zT23p5_;{4NcL|1orutt`VTcmp2U@)bo#AB=PVO+*7uc0?mWXWE>?oqEx^9XWKM_<_
zf`=ESB#0Ou!iW{Jx?p(TCF!<Z1`V<lOY%gqjY8Q*#71k2x(L7J=}V^D!faX<SdG9y
z8c;-S{~FYpk|eu`n^%b6;I=7XW3E?bBEAv6safq}o=gNiV^pgZu_`gJ5?+f71OhM|
zR{ku-hFm3*F&wrG3QcGtnA3xbTrhMMj4Wh^+JFSN^v(kFb*y)s3;h;$d{>9G{aAVY
z02~I~gM43Sh%)g#6piab{1m7KvJDk0>ch7WY?t3+yzwtS`}WIN83}Ni5kJK!;jQ~(
zk^MnLndm{`^4E=DqGsIzJqp`vJQ?Lbx{icJcLP2=mRGDwH-5BaF9O%B+_g|Ect&D2
zV{5C8Hs$u_Ysf7dut`whofW^bD8b`Q-tH7h?CnMO5F6s4-R&bJynD8kUaLHD@PVio
zvmAfoE`0`RwkHH&X|(;-B?1lmkZmlV3|m^6*mB2|pCrFSX~YaA2p!)puiKi3Bzxqi
zVE7lTv;>(0H$T=KIyPtIA%k(ckSC9&nix^u4Wh={mtOPUy`(y!yxfN22=Wqf#RL&i
zY-wP;5MO|SOZ=Y#75wFJc!NrD$aJouA`)W;*aMH*1Qjw@V@3%oKvJc0m%igjJTWt`
zwtZ|rEQ0hgWchJp>A8n#>NM<F_#dea5L{!RZRFGd9sN%_d0bo;0+>^en!Il?D<WBW
z<AzBuR)&ntPiuI)A|d^$#dk3p<R$dE5Sr*pG^|rrZs=u-Xwcw}8U1X0s+|#fMV+CU
zPrb$vr~~n6Rs&_B;=J4<3w8*B$Kq8nFOM&2Ie5q~fPRT>tyZ+#*Pz-gfamwd2i*Ji
z$e*__J>4FKgy*vz%xMQA>)jp{^oJ(8Sci17`hNpvQuTa2u;}B~-gAiFZ^QLAJ)RL!
z(pE1&Lc_b2odyyXR8{Oj301P%AXu2m0E$N6As_ukeddTWq0Hcg|4_8#A1jrHE0n6>
z0-^yNaSFVu^gon@NC9M8Fg;KK38=+HD&1g-(zQW|evpwrx$LfRuhy&B6T6{%j(O4b
z%2X@?De+VVJQ-%9N-9CTIx?!i@k#CtUi;Y7uPN+WsL7cYj7b5rh`E8^0=tg>q`?8x
zC?s+hj#08vZ1pu~hvPfHiHq1)FUo!jZYTxk5(A>2ugLx=4oE{Bs0<syM?Y^_<BGBH
z?^0$8v1k>qCLgu+5=0(G7V@^l<3xok^{l8yTpK0ZMkMylHY-I~+b<?|0enxfKD3zA
z>eL0qciq#|cu4^@=W7Ek^<Lw2mbew2b3JKjS%aDy_XbU|aa@0QLf)>ijuUx@$8Tu6
zzz=Coj#d7*m=pka_~YiooXk%wCC9^5z01z;C7n0v*6;6be4t=Xljxg52%T4R(bVlo
zy>X`cwhC6xSBl3sWCa?i#iaSJIct(v<89nY>46?xJMmNmNc$_eYR2?OeY9e52#3G}
z*BBqjAct`u35jkRTuXxrAcL%>CzeX7M&5AWW$+nEjS4^|T;gLFsJnyhVl}Og@ZfEl
zdZj+(%~V#HKaFn_fJaTEW$X&M0wXRxVqbDU?}}URpRIAt4e*o3$VR%(YrqW`QOxz8
zMKpkHzO~6y^B9UqYzitR&h83d03~e>Zk$C;#35a;U?R0jyh_-j4wyTJI0(-4S8{CH
zH2m6#LIJSPq*xZwf2lzdiHas)=`t^iLkz%aa4gjcqE6FQg_6!`YYwAm3+}bn;r!f*
zmA!^r)`JOC$WfxEnEHJxsqbDK%!~~x+z@yXl>$>}8+4V|h|ZGA>>STtG1Y82wpA<9
zA7tM>vs0sMNp&8)O8gm%UJW|K&3||oBCMYRp<yMgDZQ<enoQ%X4KD1vk>+N<0W+bV
z&^5-*@*Cu7S^j;byuGP&*&TCke~~}E`F8Y2s-Jr_w(s__@k_4#V4<o&O7V}(v4d`a
zGYh0!M)PzJv>3HP$!+v?SvF6fUW0P2)#0&$`Bj}T#X)zENU$NvMIZd6>w#mC#*;Qm
zl0gwThLoNn<0INJM|e;Tiq!R@qB!D!H1z~QS&4{1y;^ASG?XTIAsVP@aEih2!E#lx
zfD4RvuE43oA7SHtRU}jlHx>rnS8i;WBBOkd9!KmN$H`Mrq&Wy;IP~_R!qh`wa8j>w
zzQ7>xT4<QeIVYE0#1zeLhmdE&MC+>NMY#fETcdf6o#C<Ht~CVE_IJ(vxC2003T_4A
zbmxWuJn@nv?uGE)O7h#3R%qbyY=$A9jQL=}NE}cx0*ZzRI7p(zE-moNJmTCrA;cQD
z#;4+Y8U5yjJ2AC;m|sc14?M`RZ&|L7p8yZN`!5O4+_?F8mi`uw;g0sYNRyh)YJJbN
z!2ApajUA$v)Anj-yYZH*xx^gX<1djdV|XbS=F2X{zf#3}NyxS^xCoAp_l){v+KpsN
z={>|-tRg5@Jb5T`)Q4!tGsX`-lEI4c0#mG%=NnO@IpP^mmMAg^I4q6rPX_q>kMQBd
zCB$|xDew&C-tlQ_x^X@R1l?KJL$Gkl*_KJqX0*t!R%4g^W*%nwryiVNiaRt`hGkN^
z59uo&+^f*6{@Ip@Eq^X{FB7J^3^MxvgQEOy)cvNK*-m?AmA8wGFpR)`Ee)x<X<_d0
z?rswHOz}SS1Ci_*S!))5wJCBVFDv}9fFB29qR`O!LW+URp53+)mw{Uk5+0hx!2h5!
zpnbG?l@-jsfb#WAcJX?betOy>VL;}>hOA4;{|=Lyv3awV@F5lgyJVI9IV#(&aLA=$
z9PD+$>M4G6a()F}LDQt?<bg1SMaZT{0<#haf}lml&)={>{I-tqfiwXustLLkv&Vus
zSb{|YLjubb27$A83bFgO2fP*{FuU6MKe$a;pApKn7y~-s8D{Mtc*)cGIC)tbbo*>z
zm2$RaEw=mC0YqUf5C;KqkQ2xh;=hBsfKui3v@bd@{a@T>SG=xaZqfc1q6~o<b0d0_
zzlY{m^1C9t`vfOyz6Ebex6Azb?xzk>Lq<gC0woQ5jL*Km@0e5i2ef<#Op~#MAAYV+
z@;5cG^H*x}BkK>=cw35dP;42s<s_-qud;9*TW4f$f^trh@Ac|^oO)*{8jya8hg;TR
zCwUHhn7MTlme7Zy3f#&WLda#}z?ygX2|OymvNe{UoF_MsGFv*lg#XxOQEYa<{PZ|b
z9v2sQct-a6xK3~F7_{wt9U9E(oHUF-R;^nuGqh+I-RraA+KI$3L05#|a7NOZnNZ@Y
zghWWTH0|UspUJ+7#o($rNbk_o^GQDW@co|7Xi%HR;?`|wSZzkj#8mi&pSlX(>O|2%
z{_VuPsMP9gLy<(k@5S}e=Khb8tQR>=e1&#7(9WTgyxio~HF#@aDt&VnVL`fLHSXSf
zVFu>zZ5`#ucg*q<?DLWcrlhTiG!cbJO+k<wphFOMGw~4%>OxGDS-{De*;V7)0BJ^=
zpha1^BkfRN7JVqh)nF5S+Z8a(tB*4YyamL6kOkgqLb`~duF)&``F$_^)~;9Fh>qLe
z8WuD4JdaD|_j*1r8aiK{T70&pE2%EtR$Kktn0=6OJqB6vseZ1ksk-^Jnn?;^P1C&U
z7>)DB3cNPy`lu(m4mz1DeJgG`U9OZHSYEHJ=2ywi{{0;%sxP}49t+j;`)qi`^Xg`&
zxXzb3jY5#`wRL{(-n{0fWQp~vRK3H*;G%We{pM%*rU}Ge#wH8%7|NoADCnm(eHuT&
zmW8TM5_L=@ct~Mi>oBJw8}1S@S)jW#pOCpD#{%<4EKYv;Y|zz-L^!w%XZWU<^`@#I
zA4OJMQ*Y*<Vc8<@Z8#J+2MM*6mkU83a`AD%<142SJ}_bMO2*c|yQ@i(6`pQ^SVD;m
zq++G$jJj`d1_;ec6($02(!iYY`{`%o$Hn8QUlF^K)PCJpU%t1ch0bZapRYQ%bbcza
zAF(vjRPFnQfa`XH;u`S`ERw{ko9Ec|n4CV$Awsm2`Sz}b4MHfUZ~9FjeV$<!aduu|
z#ZES<Olhc|VP2q&YYo!eL@z!v`bh9zV%@D_^jy)jJii{uoz1@f{!!sNcS6__cUvdN
zM)Q1Eb;dSJPe4IIId5?xhc#Dv;nDc$>Y>cbGuJ+t?c9}AQCB-<W!vm7rub7%O+E%o
z(`~A~*M|T@9-@er6>C35l5!x8F5Z@X*1Lp+d;XZMiLXN<cx$=5EZbDAIs;?L>`1mN
z5t2TIku&F8QR?!8jc6kY%IHtHfVS(dXL?tbo=+_ZCZ@~JZS{T^CI+(KOhw}(NVa9z
z&_SLCn}7l8Uu?>E9Z4%2{0h+H1%qt;<vjb}hf|MB0CF!G1USr1b>asHz$`B^yQN1D
zkepZn19-V1rc9cV?&mq7`O@OX#}VvH{$V4OG`SfHn=j70ETNpq#76f>6HZ%Mu(3n=
zgo5ZIW%~ttE4#qzQ*QPcvx<q<;lK{1MT5wt{ZR@u?SWepVn9&$R_!1mIzH4UDvNFE
z^*Qkk&v>=y2mfp7!J@!*)6dVZ$nRl#b~USCn14R4h6!lB^mTHe{hr)FO?EW?tl_{0
zFt$4_;oK!NV{P$iUBuPc+ZK+5(<Mo|LX-Vi{!Qvqm``{i%u;~tmCZd+36U~$N>jf~
zg2qp5*zqHUhp$=6n`|CJbP=|9EBu4su7&o|^LIC%mqqwy(VaLnIil6QLp7XOl1c0I
zyN!K%?elwy|HnF)F+X(Ja`@Lop+T4MCHFGwuz9m;`=#R{oC@k3j2*$WB}ecL&{}IS
z-1}n!Q*ZtOCvKOy3^pBq=U{B>7U)3)&@U2mzXUTcWwK9D3|i0SK)vFI_*ILQMR|C6
zmdPB$k7~;l8zS~<+7MFa6zzypj{$)bJ2Kz(!(^ynF?f0A$qHwca~Z+XDYy7QVq{`K
zQRmwq^!obVZaH$W7W?a47G(^Q^0kRnGsqHrf~=|MRhT8)=6|its)AMKPy&v8CT_{n
z9Ss&KY|gcrfgPYbc3YKv{`ld`PqWrB81(kCQI7VFf~>b{NAgla@WCBSed~Q>o@ZM!
z)MGHSTSu_avK4t=^Bcb+*m|V&tp{1S!OBrxXY;5>-8+DJ8!leQg{cq$-ENB7*ZZA*
zM|z(elQzhoz^R?%Yfv1-=RG*li~8e>FZidxk>4g6QTuzu=S%n1>n7i`E}EiwquCki
zBg|O=HF>RNt3R>D8H2Dmk(0V`)+7WoZ&g?uk4b~@n!KAWsLS0Jpb$ER(F8%8TkX7Z
z3<w;?laWoG+9#NY#vTkVQ7BCBzt4aehbF~<U1K>*q0c<HWXL~zs^lFlcPlo;ixoZs
z(uW#h;SnUFCeDqQ_L?$+JRqRJ=JPF6M9%VvcjUzMVI+7Yp+*=_Bp{BT(p*QL7-imF
zYT2hTTnS)icooV+=$S9Kx3HyG$?31wjelT#x3>-&^Unb@R?8>6Ci){?z&xMtKoK*t
z5iZZfM0CMRQx#?D5%$DxDhbjX99Wa$9~anlW=pn_#5Ts1qBTCJPM-~@99{q2mhkM!
zJ0Lr{rYhn=t6;rrl?!B|?`Kh`u?EaQ+TYb7%xC$`OfN*pP>`tS+V6e~@8{&4>~_S(
z&w281?1l6;gP^qVA0=FgGy72iA5gF18b8OJ^A$EgsQ(YgW&I_i)yB2J@aN-Kfd{+K
zk903xe)l5)kryM*%UIaP<Bs0?yV7-c>W5iH#@ka8(QD<R@0CwZ+WVxsD{D5=x=w;h
zZcUuMy}bgTO1hA~Hc)OH<*k2ruVMx%qK_c`<r%0pMi>j;OLK>j`$UX_Zl;OMF8VEB
zA;{M^qK}dT`bNMNaNJFKyi!hd#!NTzXW;;C_+@)V%H#oFvj&&BQU(P(k;wdkyU+az
zb>^3CZ5Oq%v_k+U2Al}W7=)=kjPJhWIg0`uH1t00?StAfXj-xU6K!<ZP9Fwk&hE-e
zVHpKD#56g*n3u>G{8i#vCdIEQpw<k{(y>1Y)12&dQP6L9tNH1x;DZdNPVxW6AtD?I
z#K%45(#(T>?AEpA4g?vuw6IET^O6<w&dBA)K5t7OXVOe>9LsPpm_qqGU75LV5#afK
zSp41Gk&0n4%{Fv}PJ5v)jI?>brv=^Os}y(V_GL3Ww_+^Cijb~?I+nql#rqM!H}2wW
zpbGk&<xeDO4czXN0LsdIKW={xetKpW@qe5k`@S|@GFPu3q-x2341*JS{<Pn*Df)b>
z{@7}wbSlwUZl=g;{LJBNq#P|hXYd?06fBC9NO3+kz``(sW(Ss#^%Co&U~BLqc!kU9
z$9gIBS7rOqKW6v(I0rcdi-b9kRctQ{sKh~M_f&;76FR)g-zX@azAi<=VdZvJ#MU?o
zK748ON*;@MLb?@O;v%(`y5A%<OEk)YM*9L5kV{6c9;yp(cykOB(XvtJ<&S>@>KIN&
zUMBxT=20`eKY_Gt1SUFhT{<xdmf%Us3mCMgG*VhA0c8XWj_myCucHTp0+EQaTzryd
z#(@_(R#+!KUO-0fs)RL+1|t&lN7G^r(sd{eHac-_#gI{ZP!*qEvDH=w1zq_iY!iJE
zGPjG{xk*MC6*_ea_w0|}Kp#xOGLHi%V(?e^T|&c($d=_(I#2Ju3G!hQOLa#~?!j@s
zR8DKOb4*9uvoG-ejs&I>V_IHs0cfj!&DNV~_2J(Pfv3*FADaEs+ngzrmE7Eh#7PAD
zH}w<U9!O<a_IKC33ZsyONWY!Y(1wz?y9B#!dELx4QyNb#s}~hjXRDbs{#iovA%XW<
zfm*2L&(!z#O*FZ-nCdqsx!7Rz%TM1sWT#HQRtjxCS(NyYJq<~_)+>VUh97$ikPSHt
z`Q++lGNTR4U_q)FMTvwkLBn9+zQUp<s={gY*@5;uDg5v6Q$jy5N2FHRb$3#f#~$a=
zB?}uv5)Plj+iJmO7eZW;2jNfV((N536t<500!P6ggqW_L?jcBf_|iLdiqv94w-TrX
z<;=x=prmk26zn~wmiWSdNse@&SV_S`B*u#(@e&qcs-oZ!If)$GCvP#yg^Bd^+9(vE
zN(AseHVZUs?N^VJI`XI<kj>6P&JH;XLN@ckq1+_P6v(#?NH1-q5mOf3y?OPy7*yJs
zE^m{#_(!owVpJ}$U^DRk0rOg;@!?gA8QIQC7-!zq{lt%lO}I7_!G7oA&&D`!Fm4TK
zLI?TXj@eYYvV-gs#~0;JGXS<2O#Lv{y$m)zracoAN`*~vVtm|hiRJATy6B&?+U-FZ
zopxp#qK`XC3Qs`N+=rSt?tZY5!~OIGXy3EKnM{rB3Wr+p_1MX8>Wygn@p=cJF3<mH
zM&#r8D!kM9mLB)E@At5BfR+$M2&Shl>p)<Y?9To<3bI4rBLd|~DFdVN$1Um2q|gWl
zPswQb;(T{t0*1b?=IcYhO#cHnK`$;xI+2@l#5j$;GoX&(z?pq>dW=TT3NLz`iz=Q;
zKz|eZ*7wnx_TDAx?}NJ_A9eZ-FJd#MM|Y6B4EpZWwTNH}r;L?mgn3THYm)eil3W%3
z%IxqJcVP|l%Iq1~zl6i4P?3fnC1G#hC_c=cbFR!lXx04;hniOH^Tg4C`y}ho?{^5k
z!_&cgJ-w-e9~>o9x+7|_6F;_sx+Rm-?oVcuo@M#<x0sw}Dk|t`Ut6@Qj#aiT(2@!f
z_qGO>E_u?Vul8yTBr*R~@GNvMV@=-@PO67@wcY2dZ+h=b=zP9^KFeMc=zToL5G{kb
z(~w>p@xf413M|q((v+R4>;$6zv4FcOYIqC`OQN3W))aK8(!<Z1#MC8O3%tc71?0iL
zjqdS?r-V&Z26bTy1EFoT#`&b~IuN<mk=5tmBTbxkU$fF6O%#*V=Nw{XRWk-?BICyb
z5$tGyzlou4tW>rU1MvG!qK-7@5o8_q)HQ}7O;`mvRuRJkb;eno-9lYL`c5$VhPG8#
zh{@hSLKPI4wEiE^{FiXd^b%n4@i~R>yxZki`2yac92wNL^Dlhd`Xr%YCk1_Yzr!V+
z5p+v$yntu-50%^Lab#xK{vNyUd0omA`P1c5_r3K#??l20MdR;{)KOg7pY#P@t(4H=
z-{|{Rl^ih1dpo9W*X}~A^NRfOcD2BhBJIKcVt5hT`LSkWR~6IymwsH3tDF!ekEiR;
z_-&~wmO=aVYabS(tZjLIA;^?QQp$*DKXVKwv2Kgs!=ZKct<8-2(&b}AZee_a=@&Y*
zZHK1S2Gbd$xOy4~(%nDpq$AIUL0u)Amk(hJ%e`LxXgs(|dYZrq@iNpLCNO*Y3#WV@
zkgz2!fj4d1^2P*Kz5Wx;ayu#Dce+r?Rq1;Y;P!6(1gv`fyyM`<pX|JO^AVsH&ur$&
z@i=OXXzLY=_pK5|-d5?)gQi5wv<pSti{Lmj?=6rS&OXXy!QB*J7pq#z$U+>bgXC|G
zF|3_8fo*^&OEjmCAI>sP6B^AIRRpcXO3K4@ie&L7%4f3PyNzK?DpOrk8f!c+ma?s(
zTn_NET%b$Q=VkIcVLuK*UeP^VBrgmUuqz8QuNsHPEh~&iJ&rjj^0e28jFLpR)utS)
zA#hPP^=s=1OUZ(l+_=WTZhCyva_Of){*l<VNc0uAPG3bj!WMS^34;em4UKdr(<<(D
zq}!uGaZ3J~DKh9=x0}^&dSY4Ww?9F3{yWKE-*ICs{Z_CiCHO6k^TMSYWE^Cq7=$dw
zuYr#wb-=b?%gev`Po01BpQqpbo;VpDqKeUR!Vs(XCYoB8<Qt{xEi;5NCAeHza3lKt
zZg7T^9c>!QcNS%?c>qS0hH@O%{oVc*d}eY?k39Ra^LOMd<;>b5O?`_vOu`LfYjhA3
z6C9@ziXkL|(GIy<<Cn5iFYMsOnt2*;L%(O!GoRoD@a4w@UXnIHKKL3Jo7t-Ik_u3E
z8EB8q>|ziHrN&}3qE{4~pcn}4WDvG&Vbj~jo|YzqDj--6n4%TQA#d{ydKsFnj=U)1
zxKvq}w+GJon$*5Kbm!wIyKy3`u%%Cp(y{un?%ZAQE_=UP+(mK-vy|%zfemO2+M#5k
z{2h&t0Eic4yQ|B^E1`Z6jyI9i2_3zzhRQkF>mnTH#+GoHAWYk4NJM_=qNHRSlPD4>
z57UnYK6izGi)HKNk~>^CzjoXwCH(C#YI5fW<xD`VHh{)qRuVjE$&RbL|LzFA%WMG`
zxn1HZY*7@~;0zeU>`;;l@2e-tjvtoJzql<Pl3=#Zcl-9WqvR2l>iHkSwNzkTK}c(3
zX&Wl$J+(00bzsRAGGeMxiDY9@xLM*GHN^9CN*3&EZ!J)y#4~0!kr8BpEfsJWdIMLT
zM+^WU_5;c!#OP5G3zzV7Qh1YDbnU3epbTVp&CPLi(S8?cQE4$8AyOHpU6Pj%*^5ZO
zo70rb)9Vf27GKoV=I^<1O=~3C=QrH)GTA8-S*}&fgFa+u2&`+iB$r<?<)p>&dVV5z
zT6$%x^N88p$;Li@hASc|G4@8Q!=2Pd$1YI9$bhp5qpbVF3a3nh=}J~&rM_`hBJXB)
zR+esY8yNXtL+n1}sFzo@tSOeOSf6TjL?P0$+{WGr4QCF3m6d)+6vz23BW1oc@KYM;
z8VSF#%YG-X97tpnL9==m>g0nBxgg4`_1&RF=j2vzRjiW$%(|QO0w}}TYozlaV<9V1
zkqTR=dg~W|i=G(fA|6_4{2J4y0^&C)2q@NrD809xOuG&X&>OnPj@NObPKLipLJT=_
z1w`z>dV3>OxU=(2<}-gOrz`TDARlNcK>3`7u0>$&k}HL#=(BA<77y>u%e%j0o*NhJ
z)$kTujhL4d)m#kHN{ks7u~<mR?pqe<i&>%$Ggo4j-jViG*C)jcpUE_cwo=(u6>f#Q
z{KHjZRy7DJqcMyZg`-yn+c?$_$s6N2_(iMX;2aC5XRy!UrUTTxt<lqr{ZRXzk87eS
zgtzPO<?2JVC}_o!|FWlLK4SBsZ{7ilWO&0{*yf4|hoU}XrUWrbxq;hXAT<L#BDYb-
z8$x@1Q5z5sK!~d4C8t{$^6a~vZ8*<%0HXvyIl<6>42!?V`{SaUITf>-uG1z$x+RAx
zfy!oF(DSx&8}Kr9e(e41yskfY@vSuAk#%Fm>RqxQl+vLK%E+_&HjQ1Y?B;FFXm)Qd
zT<5OroqM)eV}3#j)}AO#(T#1!s!kVh5*(Q_61QsQv9*?gdc^*VJFftfa}L)zibJFo
z602<tBM3p5dGU{ME%rex23-vBg|>`vsM#^Q%zgZpghhM^%)RMKL(b!H562vQ@Pj^_
zttDt+l0c8yE<toLK*8qA3?1)GFBw93-yR0A;r!j_P||=69Jp0hvqyXn#Z4~IWWGMt
zP6%MP8$6%i`nHZmusVh)!>tQ;43^rJ5ycE%q-f+F6cG&nq(&Pnp?sKgt1G?ejGs!g
zAK&V4#B<Hr-*g*??nJ1NCWH^pQgjG&D@N2x*!G?WpQqhzSW~p^erNcTFryzb$Yjz*
zWF6UcCgt9rHwhc<!2{(R40niuv4fez@Pm3H9EK?ctr+CpHgicmM>`pa{D9=Eu6i(8
zJWe#D_V7wyEKnj!g^TANZGvpzhIn1dZyj_#^<cj?LvkDj#W`-Q&6x-l04jgXA>{$+
zhPa2IxmCi>B#{txE$z$l7fYGgA*~wv+>LnNujXI#n0erCDsonyqSp_9)*+3~pQGl9
z8Zdz9FLHdA0Sg++Bw@CJ>t!E@R61IdJDi}a_#!KL)qt!VjZxJ=$J8l+J$lTDM@6;!
zAXnseF$NPohYKUaD}z8Oe}GL2_?3omtQZu1DdXZiT-`+^yYFOi(si|DFx<TyeYmsP
zYD^c-)cy@F67O)iarC?KksID_uUfc^JwK*4cVcWxd^Bp>T*2=&a=_lwmZ_FcunUB?
z_1~k_4@y8B|I5+n*G~Ej)90I^^~>jJfw-sp?9@$=fadoLyKo@sAR*wfCLBuvzyN&4
z|HI?{8ja{un8Gd8$;!SZx5VChNtE?kiYErpZx_g5iGE(6mvM-Fj}V0DswrlZu?~L5
z{<Hf_ied>nylV*~AYVfnOHN-5j(x(w2)U@|Da(9oZ*9a$!8s&0d`-7H^J7{|6mgCV
zJl~Sb^(+=OY!(6qTN|iHgyH6+1Vk&cfc1LoFL5kr6gdvw8&KomWjRp5;wq-2a|hXn
z?KB(G#O3JQqkidug7qAjTmw1diHd3l`;4PH;A<uFyEj-p&C2NZR6s~0xnsW8w%s+v
z#ouq7%HHW3DuIp#ti(u_&YV1UE8c%EyN>s99o|S&S6K=(D#XhEIdcsi;^6h%e%px|
zkWg0g&7rq0XItJ?(N1d6USu_ZSgyR(EjY$%F7PHyHVqmm^{s+mulqt;pwEhnSU2nN
z2L;5;6iec?Sd46iyAbiv1^Q6ge%^BLD+&U7fzZkggpr3)Jn1P!K<=)^l)V&gUctpL
z1B?2TnEw(3J5BO&d@>a5O?>U#@M~4@+h<vRdA;-mmJ{Sqbp-t-Cn2^9s@5s8Qq8sW
zZ2BG0s|{$N(c_tP#o<sWz-B8$f|wcwOd54&23``!E70x12N+dHjjZ6xhK;d)@QWyI
zRVOoZ)HqiLlCRB-N^NV?!s7)fjpW<6Mf=M^1k}=iK|rxZVKwK?#>I;<STE^s;CJh*
zkkW>d6)+k6qCYE$z`5&#*oz5C016=N1G<VB(-K?X)lk2cfKj<7rmJtW1|0WFVVjs4
zUj<yZ-V1wlyAIsfk^u767=KuyK+e+jLJ2q-_GNxO!n=5%DKtO|k_%DO)cuT@$T->>
z^<`1>C%XEp0d8F6Y6u|0tj+aeHumxW=vpUDeXi-DLjUAkb!GvJb32&gz)l&f->C$K
zmTEvqKV<09ZLz7M5R7z774<VU*C)C5FjRy9w?XCdsx}QwTGBKFZ9n{>p44!MPFvVt
zq1whD^X80z2RZn144Yk;FJ`M_h}v%4F5x?gz53*fv=oFlHJ}pLIx)nTJ&W*2AO-fp
zmirW(yU!Q};_n$q<`nYP(~wSVGYevA!~h>nd2O0$t&_Mz<M*~*Zj>}lGchQPmqRmw
zd%Eg}jStgZRfYeLwRa4!tZUZ=D`v&6*tSt&#kOs$;)-om%nB<uDz<Igwo^Uxe&61^
z&*|OW=k(RT@+a3?Ym7PPGspcrH<I;UjQ7VG)O6psm<%6-icpUz^xW?O>Yk7^83{K8
z2Q8Yn;^vR0rEAKek<`d4u8g|Dtw4zLNNy@rxK9oBi-CW3ZsVD2d%%a-3+wHTgLM7J
z{lXN@-CCdhYzqZ~63`)<%f88<!|$2OuIZCIxUkRKREZ~Xjg5DY#=A3%@-{^!5_L(_
zyFI{4e|io6_S=H{M{?_wGdHi&HPTncU<ipxE(I0CA3!E@3_)PCg*E}V`3%QJIa*`q
z<Q1wO{bzPI@9(ox^UiBOlHF|?gC*uN&uQmFX|6ZaK|rq#HjF$o^^{U7(LQ5><C0yC
zGe;5YkFQoUf;t4}x;7TJ=qeRn?!ti=ABDEoVu1}rG1<0lf6I69oTyY$({}9m$>RL^
zJ_qI<1;n?!6IB>7H{6?iVGOzroVusA58!TQsNq2vTU_0ckcKMK?4I`p+~C|fE>0uI
zuXqHCh<)>SiP?)s9A)DX!r`zzZ~QL`aAvyat34~Jn6i@qd~?$x<ZH@oY`U;DK{i*s
zWTUZWU1*$)ZbY$rqZ<c7h}r7*pz&O3d{r9BEVbj^S|TTV{0>svv#_Drru6f&-=xW`
zhOLtVT;3-|HkCK!+%FESj=fpXye|8({dRL*P3A*+a4C@m23FzNjjq2q5BmK(q4`f4
z-){ULp9E5zW$YE{*D*~2V6tfq;(Vv|d?k7ia;iGuKn0U@<%J#-i(&onmi;<M;A{&F
z%AEzdIM_9^TW9tE5`o2_NgtjwVnU0hd!b#)Vl+Z&>vyG74l^@xC<MXL-2h-(sEZAK
zf72Rt2e*TpGn=G|d<uXeK$aQDb^B8?4En(dJh&*1Hzht#Cw5HcVLcHrz_m*7)PPv~
zpv@Be7j5?cPeSm({}v&*?dllr|0~ok{rk}TzW}x6`0i#;Dm%RYTc};R<d`A|#lNw3
zlu7M*1P<2hUW{N}>xz(G^M<;zn@n<jso&u>tI<qPQ@>V$;AH=`pazfpJW=G}Qk}9B
zwYBd3bfVmiPDv2wHQb}Wi~sPu@^{rjL9=^plrx>e5)LXvB?;BONwC9`@9RuwCUf*a
z!+}K|Hv_YG$%S`izkZGmxM0M7UD?_F*(h%JOJ*A$Cv+>pH-km^ZVPh37ojKjay~mf
zSFbb^8xH}Fb*U{osUfztyEdk-hfs3ri;_Rfse9r*hP1wmIif4KjAnu**BQO^(%*?>
zD6VZ(($JP9z+&0t$jL30?5daewPsUMjx^ZkD6_nLPim<R5xOryt=HHrOkI!9AB+=k
z7Fvmk8Tih)#rVZc;V_axWu8=P(R5c`t}Z2og8zH^Z8wx!>$ql79w=LSh_qA9on>l&
zA_E(C1d0cg=b;!rZ|eT;<{29ay~pkf-zL}@V=bBcy$JC?r2n)6wGxXMQi%BP=`ME&
zu2+#k0*dDOz+hXhci5vr*FbLcwex+esS-EC##e{5L<!v&^lXiqpxJV`6F)9%t@_x>
zem^J6op)u2SE*6`Kgh<w6!2qkWcs<E;^J>mS4U)T5I?1_)av$;h$#B2;4%-Ve~n5B
z75upIk1}v_#R}({m77NdYY5ljuM_w-J`>|K$1U-7N~U+mq&m|s4HcBv$Pi23{Cvf~
z{7hcVia098_Rfx@u;9ma_1u%`Y&`$Seu4sK;yVRrw>avGSin~0fF789;XKT2lSsm$
zbD$yLA0l`gvh(?yg<e^!B0#0jdwNP>c*$0aEU{b?Ga!oC8sJZ1f!A;h@(bGzJ2652
z#B(1!^SA<S5WzzwdG}W|=P>bA`%o|CvS&kyZsn{>!^Wk1=V`xG?o_WJ#-QiDuf_pm
z1a_@fq0BIH-!lSZEzcO9Z;KSFk9}ar2DM38qq91cX&;h{J^Ll^idl#Yb6nvsYG#PF
z!NpP!Qnd!E8}-_@=`QR?dZw&1hpcifT24I+&>oA?GSq^~wTB41H)GO&;kGm==SrCA
zZIt`)ylX)v>|2Bx{0&*fjf=+`Ycr3OrF-jdp&2bX)jWnfs1j<;)8?j6&$P{;Eg{xK
zhpe@e7tns0yA2ebk_xpv++7>{^I5W7n@j66Bi;Dnd#8Bk5Q~Nk?$au^MqFQ47dS?;
z&RBn?umwmB;5XME#NVe0c`Be<9Gpl^zvnKj_Ginz$!b`q3r^FH4V@p?!=9es+!ebj
zFK(;YL*x*7j<M22YAT)KE+lAWgxn%L+-1bKgBTy$TwIP;oYe>xV$H5tSYtK9v(Z40
z3Ji%j7vJ9#uSgWm4G=cDSj6#>4`r3xP{&A1w<08P7E5H?afH>UfKCJ@Jx@B6(eW$=
z(1zfkr?Y<hp2C^vuRBwHKqo||k#H4?h57PzZQ<7WHz9D*Nn+Oj_Ec85W&Va0VFxGS
zQ`HY;y-y!F20165bBvF=hxuJb(Ab1st~QXeTEJu)DC@3vZNgp0aLLBQoNsM5K+chm
za>nMk+BqR>>G>jn$C`kjY{5_oCTLYqS1I?rLr(dN;q$x@Poh75L`F)memYn|yN`ep
zm>`w@V$4u}087YT*<T}r?=~i$V7T+Cq3)H(2@QyzoMpB6>D-*cbXh-m30Agw#XcUL
zf8aWt-eb2_Wt%DXFTLi6HM{pm8wUqa65A_h<~QU97HBP=p|=`a;Q>uirr(Z5MM+BP
z_l*LdkL#9hjgQ5!x~)0tKIZ3WW#-fPk?aAcy_kcuxg&GZpEL=QwuFaM=}RZ~C6@UN
z)-GbZH!Ov21|cpnmM^DgV~JBeDvQqZsQuva4Quz7iHM1eAmVscM5a_n>V1mwAB+K-
z^aWb%*P6=st(=5jTl$)0*&@Z?#?(DgNOfM;CM6J>-|nfV6hO2%p#AQ8S2NZP`VUre
z|F|9(Q?eaAntyTk>&zK&S>ln;6eBf1i2bRyc6XK-CunD6Hu<|Sj^tAgrw1WoTUI>e
zlD^hAeQzX#xpV!$=OAck07W+i5^_bQIS(H%2h>_?_&!(5qIo8vv^P_63_rOwp}boU
zW{l}rzpo2@h>{P9#<Fe7p}ku{>~}(jK*=bLsRmC~n&)7~+=!^xA;N5QaU9$|RD;WD
z!dTYxTEg+tEnB^5^T(~Sko_@o*S+Fa!b|y+V;~_|5Qn>DW^6Pm(s8CTB@e%Fm1Yio
zVGt-)QJ#r++f=8-D9iG=vyObQ9w*)WNwlNhZg-mhn<w2B$7RDGGhuy5W^2{22Czmr
zV5*X7F-AL#akviByv3$ULwv+%Mk|HFXvuhT*X`|ZAX)N+Ci_}}vJTar?|Q?F%D<4z
zc;WIVn6qMR9D<)S3qFbg7-+(n>DDCqB&r_%%goB30OXGL1ujTG_lry)BEw7NeAag7
zW2mJzXjR$3PCsUSNh7U=kpS{X(1x#fd@&BXGkM>+s=z8fHTYW7n?m6iiv`g_i!cLL
zN~X+VeUk%d<D0S4?d^lMh4OQ4=N=|8b$uKPe9P)*C48D+_3I3-tHpwKk6AV1JkZc3
zf`2FvsRxC1>PtwF1LnLg4~kHu(O{r;ayR4kc^7^%9uu>;{(^iZHGeLiQ*biMUYQ<-
zj8|-aaP90GFk>Grjv|{ws`9OsLVa=Xhdqo0jasI{^%oToJZy0c=+vLI#eTW%arPbE
zY2&tx&rRTiB}C9l6()CY-Qa*81xKh7DR8e4#EXs16?N7|Wa@=PmY$rV11R?LD)pL!
zps#$#;>-qAK{o2$mxOz9#MYSBM^^L(&42rPd7rM;fWdw9_V<2nXXZl|_=ZoNg`F>Z
zzM&2vzp(ryj*TQjRR=lxF(ph{e%lDNW>%*Lii9#cH;#-2;AJyZB_Qw9Pw5g}^m|vU
zJTkKU60RE9@{{9Mw_-f%+KO6~08Nk}OJH^4<IxxwjT`OK7&wk35PR{|dbU3^X5vX{
zZgQ>bXsg#U322h2UI{h@CjUF0!B>%EIe6m(wcjI5c!83CQ^4@!=u(~|BYKOaozL;X
z)BAP;=;|EoaR}%G?6@z)kaAIhw_JymVl^qZ%=7aCX$*<TsD6ImT=kFf91-omDF$_a
z?e6LlL=Q%W=>KeC#nG%sNeX5xj1^0~%wBd75;}ueq7OAhx)c|D@u`F$qDjmQ!mDu(
z8+RIB!X)*vyGsz89F-f<@mo!qcz6kZJWRKU{vou4^@<1_k3JBq-r}Jp4diZMeh;bc
zu1_CEgVl$vi!p*EP;l45Rf&n7ptQec<ov~s!(%Ums6CP)T?HBxO-dRwu;aKzFweiQ
z0W`7_aRv|N@d~{}^dXH`hH!p`2@0?(<W&m_AYmzKDPQ|-sj%Ykcw6?$zYR=Q-$%m0
zr<QALwS0()@rG8UtcTUiF?dINS=Sc+gcf}5?d5GYdjLoPt=r${sXMp+7HiO<A?!x`
z3y15}pd?N4E9&#0gjqwGKY~k-5brK9%?9e2$cM;G^fyZ_iS?hx!4Eeo70(!$mJFSc
zFMH0H=yu%B1jH_j=Q+buJ@PsU6SEN3x+|g-YIzx_oDGVFcUf|qL~2g~>WRSFC1JUr
z=thEA*|BLxP^fsjo3xByN8G-$lTh1d<$XN13ZMavvF&eXb`w5uQ~;&9@?nF1R_{r=
z;r+cO3+VJ5gk2B@>$y>X8c3E+ou}bW^V^TLuxfV7ITS;G;q;lz{Bkw6$|KX1&%(g7
z$f>xZ<@O_>8PyuK6brY@UN(dftcECsm-J{=go*+z4t@+#QArWSOtmibL>0ow?_BWA
z^Zt-5+D|bW+(kgTss68T1`*VrGHHD7UQT#C@r$%ioOcA8{(DZcmV-xx^CCD2bL`g~
zH6IsPw66KWH<DokTZEx04jlEoRHC#~Sw&K*0^I3nBPeD6dWVob_Gr6EcF^J;P?yzH
z=&;sJcuCWYk<CbPT7y;`4M)Y<6<JNqWole%<{KPCF>!Fv@hSbHW8CvRRp&tCcxjo*
znCel^Vk0w)fQm>h%ifgq7>?3->}$j6W{dzzsh3h+kV=0>Da`4f_(1d}fS_=}{v&G9
zBmg+_{;MTHqia?QVMY6Z%tuNf@8ZbxukpUI9=!1|YXyXSSuL>)d+#lYtnk*C0zi#S
zYwBx>IX^P);51>90-K3f3NpQmD^jLii65ttgzeTiEib|M^a+)u8{sJBvrB0-I2gCc
zJ~?yE=Wgs^$E`rMY~R*TOcnimTpJhyzOUW+I{V)%{N0@T7IPoKwRZ(S*UMH%L-a!q
zR~MQf9>kbwWgHx006q9{aMStJIEdj1?_)LHv$nUf{?Z)!j{Bj}OudTM*B+yP<m5By
z8^VcRJQ~d5ld}9(pXmg<`s8@GScwxEXWczk3i#J0Yo_RpI>!CsFdzwdlnswFx9yv1
z`!d~lzLO9{UPcZv!ogor=+bXom#R>b<2S^=exDU&GwE$^SX36`n^A`Gkjn>?G=Vif
zGZ0PJaePr4Lg+!5RME9zHcd$bOAF+Z@H>`OMH}u7s$Eo0O%=KwPFMgR?4f_^)Ymck
zzB#lwWsit25}XTZ#ph)rpez6Zk0@eH{1*dJmk_TpQyqKgQpBDfWJ=r_9;w(JtwBje
zB!z58b+#)o01y~7Cay*~^Qf;~X7^(1YGro%5=@uKbb*OSx!P}%2V&vID)dF$Jg4<B
z+++jSmU8pyq0B9_9<p!)$-dyk3oF`W5;<OqUkF8@x=YSE8tR;Zb=--UaDlc*u0=LW
z0UG~`INrRHYUJ}<xRZ4MoW{*kl3#PSAo5}5FEGvxUB4KvUQ>s{p#ZxH&Te@YVw9aG
z#s;Ym33&;mm}kl(uN!ec&+o<Y!)LsJrPmn{gmKV=+9)&6jOr?!09?|{Ct}B^f3P63
zz}VmGNu7%y1)f&(K}GCKo_ImtBN6P(&~-Cr9-fmY*bc8ly?<|=ubB)B*XawDQJ1Q`
zAGi~qXeaJgsIC&7G}C_U*A6J|l{aIQ9d*)Is?2A2R^?=px*Vfj(g%f6;#X38$o@u+
z@fa0OMW*P@oBbV~AwK?RyN)yo_rB545XJ9lUarz@DVd2sNw;az#^nYzEqlB1IM&Le
zS3YgXz!+QjSDUHD_=6F;*`#qND`?v#^BT=)uO*w?(mP6SK&{^{bM~njPLX}X%atgU
znWq;f-URC~9g6k$2#5nKY5nuRyOr-bP9LkoXezWjYVBY2kmLVuI3M%r?-*;?7j008
zow1WUOjcpT1n*?9$`lP5B$oI}mSuqNPW7xf{0Go0SD~8EpbbVojrcE_QaIUXMU8Q1
zb8@cya$n#15LkPXT%`Lffu4)l;`o7hPvV<au^nH^G@9pL+x<)LY>t#6Obm74^l45s
zKcMzA<pGk(KjVC-PZP*Tg!a17>g4<G=uQ^9fI`_8)(z?)LU6syodlrY?;Gm7N;)8=
z#QdA34<t~&W&zz7f(FwegmF{W@rxD+GeLdXj7`E#!YVFsMkWrmM@Y$bfTaHkh{F8e
z{G@|YDgEu-m<$5RXk#cpI8lHY!O(OY!Eg?Ae?G!6xjFUVuMx(-{KNIQ`1+WAjOdmB
zzA1M27wW6y0hBGvM*C%ROgVH;@J95!s1(f9Zo?n#aTatALltep5uv*{fL!p4j&MxE
z5gFQA7bLpQyK#j;6Nl&c0h!Cw8IjF6?aD3RLe)X&d4Gkb#1Wzc{smfTarrJN;AXic
zSthXp;s>C8wr{|jh}dj(0KK`Lk=vP&kb~;g`sDuJzRCX;^=HJxd$!rvIj>uz?7vk9
z1li3eo~QRMF<z%nFQ5rWAyHoKQ<=FM6baWYnzMN2w`W-y7)8L)-}-lk>QJ67iJJ9T
zNu6qh#8f!j#O<5V-4x1WSDlCvcOz;oGB|tbr=KXFq3|7TGUpL~Do%#p4n)ittI_vI
z9RNb+ivJKYd-0Am$L`96TGTAv+vZ0kQ`e=3d5}>pA|1v6N@gNB`v9tHhqO81RV&r?
zm1d?24bzEul|2p%>Odn_rk{Z`3$xFC2ORQCSO|glqL4mPz~fMGHtz%fx!YMw%&qSG
z^2r!O+wClc<Cf3E^2Qt2TKi?eJgV#a*;)rrsyB2L?iab2p%53>s3v~zq+26wU}BGN
zweRq{)bUwM9eG<wO#|FKs)?ih)1G?O*Ssm(LSw3h=C)7Z?7u&?kkJNL|MGHVwmis-
zN3)DG#ox;*>2Z$~l^G`y)J?@=0Hn-=BH#LMyx^rQTdn+Ij8tIv#d?CZ92W>>h+w`|
zuV!Uf*R&OS=pI+T;m{@N@|)|A$-}<Eo)8}YRK-FgpDC<JTLV^Zb-Ha!75q*)EYOh+
zC5UJmY3tB`1Ioz2n}s>>vG}nHWoiu2fD{YPcePvB4!w7l`Zz`E>>pPrTLTU6QQj}B
z2Wfgwd5*WP(i(Nr;v4zkN_5h9fLvf~N;<&G;FSK3^jtp+a#w-`8J-M99s|0|4Mx)S
zLl$ixS>zOAMg9AGFS);V6OSx6!S(>SC_P!E{|>VhVATz;MTvqVB_jMgc;1eb)Gqvn
zr93YFmFg>8u+1|M4{g=w<oRehjC?kfb$g)=5H}+_lw1@4b>#>ctOjA*EQMLIkuNVn
zo3jXie!`OBkp9YCc$iw3Ppf29D#zOIez(`Q6XVoLS091~r6>#Ugv7)l{$jMe8WbHp
z(}`6t`K<?Qrmw^z_n|yd4L14KG)6Op(_$uCxwMbWNA{$L^T^JM+Bo<o96RrG!-96y
z$g7T3K~EUYa~Fd<gr9=sk+OtX4TK45X)cV@hZ-|VXEpT1H(~Uvd56|*M8M5&PKK|*
z20t+a1WZtTpI3)2gUhvfc6+3!%>4yopX@i~n-hS-KJhm><h`eoWAO|iroEo^5YYYD
z-jMsmshpFT_syLXhw2IGKDmY+$Hhv%7Dn?N-C9@Z2xr@ps<*Go-Fhn7ytMRgk62t>
z6yLHO?GRjj*nV-$7o;zjMwFB`5fBS66SfOVt`IVM5hPj^_vEGtgS?Mk8mIWpG8U*&
zlSXm&RDp;lm}%!?K_**-rP1_W8ZqB+#oj3Ru!aPQkQnaR<lw4ii%86~vW1}crHkS^
zV`<rTmJudVap!#%<~n#_$;zvjx0<(Cn1!L0txnU$X1(7Pk$HSON-|x5{T%UgH!9C?
zO>~*pW?(zRu9T=s5Q5V>Pwwr{UA3GOsV3_n<TKCDaN^;dRZ$wT1YtEP16)JSFh*t0
ziI{y$vf?*+1>P+^_C;MO8Tyy<l!c`5l5d4RIb-`km8ykkP_bRHu$TC8u~a$ryOdFi
zo09?d^l0bF*dc=f%ule#L<0jHa-%4>X~gHn=VtZ((&zP#qLKem{8EqqGS}yO<psy(
z-+=cAzU!%#?8iz1_>RA82^VBcQIeAG;;SDbWN`yLR|*_yqY!w!AKf~i9loNDUNsTb
zF=4ote;bh3rh1@ZVqoVHUbff=NausnloW8F!c|Z=9(yWSi#^x!qG9gpOH`2prkqQZ
z$aWSzk02J`683(Glab3?V2DcQB?=axiUbSX8Tf%%OqCN*TVLnio8$ZW#kNlmCWLar
zZr@|*u+z$BbVeGBC%;ZPSL8FANvEquLXVmUsnvaPdZ7_T4`MwS35T{;2C?jIWRmj7
zB1a3XH_o3I(BC%b^}Gq@3a)n!1ta&tF-n2@x(2{5x5*GHQP_p$pD7yzk$ZtfqoONT
z%IA_^%ha#lU^*z$jp}e8yL-dU<GyH$+V|zwsq_y|rT&RnS6Awe{qx_V7&F@Ch;1(k
zXn4)BHus_*u3Ut6#g%V+1Mg=W{7w@iP>6W@MiXSh*-w)%y04`zdemPZr~gK(BoO#q
z8+FXROd-k~Uj593hR=Xnn{xiGEYi89EPT#FBCP&z;y7LYIBaNV(|2yccM3vA5*8vZ
zB79JO^`31(+i=68rM~yUl|xiMM(7F3ojI7%s!ab~RkHCi${o#gDcY{ePCUsEEwK9M
zR8?|l_#woGkll#VbX8Hh2#DZJ(my*n<YYBpmQb;%wXG5zuP8HX$SifzRn0-AB{MF$
z!A)09PM#YyAUJU>C0i7zRg}x68qf^iNmRB%3TH(gV{T?(r`A=wt-|A&JZ|%(<3RPy
z6AhC~3ga4PyI+wq%xcfr7OrZ1vQ-~PbB^VvwvZ7&YQxee3%+c(nbNi5MCx+yj=~cy
z^2IK91usmj38Z?$@#K)sPOFET?7y#d7ZtvHALMSm7y6rJ8}HwDyV<;#xeqWD>!!~!
ze*r$YRKBs^^FO@rr970=UPy#jB7pWSQW#^Nbsyu1k46H#%539uMj`$D`g*ED4#D@0
zp;b<!(G5x`cZt=T90Jh>_7kvOHn->au`LRk)cA#nU*sgu@3l^Ueh&ENY@jL@%2W%v
z&L_Dy$Q9yF(u?)G=sD!tI8sq^vB#r2zlwy^wE{v4IzdiM+&O<QO0DX%Jk20cbZqfg
z=Xk7PVOm^odB9bgBU^lKkzL)+t`P&FKLz!3CaU`sKDT^Toe)%D71t3Dc<@%${$Jo7
zSdRl~)GCU>j;q~`Kak<3A|0t8+=dzgrtw(A=ox`kdWqEYX*`x<zN&lN;Jfe+7FN)!
zjKMG7sqOfd{LDI3+s3V+_M!V|D>w9Z4Yc-o$Pz`)1w4d$Z#^Tsrimj!$I5ok#6sb*
z)Kbzz%+rfmXbv#E9dz}18KOVP_U7J=R@^eF{v<Ci9b_49U-X`gGH`*t{`+=Fu<!lX
zMJie~xa@~95!aDvBqrh-(OX}SH%*@BisZR-lyW7&(=Na@;}d?&NTFr4$Ic~w{w$n=
zCR^+3ukSatfr!VZo=d6b7!sA-G{^dcB))FWjfWwcg$l8vkRre6hxD|0<$q}kq7s3N
z@`vp@RnXqE>nkNBe#g4LaubCb7R3oiB*50@5SKL({UN%BGrUPm$OeMU>b987WN>oO
z9cly;-Ni~&q?PN}aFoT4;Fl{{^<Jd`u{hq--5rqbfMTf+3}HoscM-^&l%Cznw!ss5
ztKFcJ;I;mMjD<>vM)H#c%ZU>Auga`4HGg5ue3x*Vzm%WWxr3km{wB(7de>(<Fn3hm
zVn}t_jYs8#(S3>s-3DNri2Gfk9e0Hc26VsFm`+rJHaywZ^3@`}L9gp({+Gjq6#|sT
zy$P>fhQGD0-uF{Tf)4~tirx0MQOx+6*IfRb5sYyGSw~QLk?_4r0IeDo{dheGB(ihB
zTDJkka1ryxu+T6hjl2Og0aPArB`q4wg*=CcjxY*6EKF71g!{otO#cSfUZjJZ?M^A0
z<oSEcQim9n5`$yd)>n{`UGQq@hB07PTd}a+U%`Nzv9MnM_(L@EX=v)~v9k=%G{Yz(
z`h%0K_i}0H#dev#9sYM5s@K&EV25`!dxI|!RmWf!Ag_+Dqe?UW)w@@WL1RXJ{Ek-N
z1b=Uv$T6(jtIM05aE%Kvp8wGXb0K8@Un$7|cly;QfFq`*GW3Lg<Kxqt?-IIJUF>eR
zp!pkRU(^*~JWE5}PQ9AlKcGlG)MjD5s}kPvrWey752qdY0gZ@0?W1(Nld=2ZDmSz?
z)4z?J)@JShQ{{UzN5+T=mi$3u?jy9HLHjUo>Wln!q==hQ#KaW?oNjLfzH1hKpq1#%
z{};5PX9RjP)|Q>x-hLOP=dm+~Ne^lHp&#!1H?Q0EDz0ih5nyTeIVG_I$L7H@j`e>O
z&^|Yl6YCx?cq4b)O0H=9C#ruhoKC*Y#qAST5r4Q!{i++ue*0J(-}Zm5tyEk;%j5X>
zf}YQta??G*>(f@bD{b<%^=;oOp3htJimp~tkMnL%-uR~i0{qkD815p~p7@+RV%n@y
zrSWruWeS49F=2G{Bi!?g<g*0z;Vg$01G?0!$*^`p@IX-BI8tp)<zvu3=Sxh8Mc+ob
zl@m(X&%!N?ht3`@S7;Q=JT!i&KBnNOKuvxcWz0%4@TJP7Oo}_(^un<=^KSpgOJH;2
z9}ni2(^|W>yLnvsERRhcer&*ld4>Ni3UT13lGkSgad^t~JlYKZj}5V1CC(;)<>32<
zEWUbwk+^nr6EPIETMxeCxyrZKBR%dhyckNO(z4OXXH&s8YUWc_o1?HlB+anL4n==x
zBr1-}j?)Up9(7IVs_BeG5hy&~prIk$u9X_MG<`s%#DRGl4hefKtz67P&yPqx{00Qt
zo#utero%Y92VXPZQEQ1TzENC!5zi>-11B<Y(~mc|WR)h%18j?7?xJm4T}41Gddbgo
z%)X~^6s-56QUcG@>SSFH3k=!+hQ;iu60<wZZX$oOF9=)WI+4YWtLFNH$D}YAD!}6B
zS0bnD!q$^`F9~%!NItGMi0L@i&wq#V3tN_giaqf+K=SYc)>Eks<12i0G&<|VDfT1(
zS&EpC|4C%?1j!R&gu?Ms0u<x52@{FSNO*Hf7xEijej6CJ@z)k%z^W-s4XP$UcaE%i
z80%0>gLFNFmL&8Z2YLM98hZ4jl<yg24*y1TVI)hD(H`^9ftohlIN0P3n!iSl*!jO>
z7yB_FW5rY%8GFUU&HvQ>Aq8tsJi{aH=|u&vCa8ZrRNhwNv1(=O3ChDWc?X@PjQ#xj
z=$2zl{1pRraV5f<!l3vlpU|nX3^Uv)J%HTeW_?Td({T26VQC$xydW@J{PmROSd;*3
zU3-%&JFoxlxAueG3b0BpwS|Ze{av&;-??|~R%NsP%QBmIwHVF{#+G}mOc#?%AfZm_
z9(xRPBVFT?5w@c9e2W-fnxXfJ69PzHmBV*OTcG;Qu*ozAZLvW}HkL1UT`-2HE9a4a
z=C2zkh}XksvK;3!+!D_)qk!1CoQ{X>;ltx;TmeJ`aZNw9<AVMJN4UgooK$jOUEuL5
zFmfRJw%P(}=?q7{(MNyS^W-oAGeS&V&oeeS)&FToNX%E;iI#{@i;vd~PhI7dgUh1Y
z6Jj2Mpm{$EE^5Y{Nv+&y=Bn3cn?Tu1U&az*(QBi&7wzHP=~7L|IB@;7jx*ktZ01EK
z)gjhsdH0V?Xzbt~X_lYh_v1(6Gvm_H8v!$_ww}m|Mx~HL1kRszYGMchoxY|`#qutO
z#rNFI7#J3w9j<@u@jh86@v+i)e#mNnlK`sBIJo@c1ZP1Mg&Gp&*@WZIX~=qn!gum4
zAojeHr-Ai^glL<<{H?bhBefJ7d$20?@fgzNXx8F2ZzqazaU+RWg6Wfa@u}kosoWIL
z_9$;W6=u$T<9$@*bCG!^*?Kb{59rNDRXBAUAD!x@pH0}U6`-4$^1K)4pyuYB5IH+V
z#2ENs%UZL;bu3!M{&y2JXX253M0jWzCU_P<16bU+ZqPiRtx++88HkvOL|%*sI-?Hv
z6a?rVDX|JOB~Pu<O2R6&;5*1jimC)@1wvQQ46W*){?IURkWwH<oF%3+zm**^S3_y}
zQNc}HYglIpF-B8-{@Ay{0~-eRdrk;LWhtT)_uGv!mHto39l>FeZ?JV=2#UoZR1qZ|
z$uSArSPy#eKW?b@R~7C1FnUIeB!Ng710^6iUK%lAHQ5q}%@8~|xPYw~@EBUz+wY2=
zz+4=HmcyRXwSqi&AB7(MaKB^e;i3RLJ(Hh_r`R--#MOlo<L+~{&jMRXC7_G^Aff6#
zPbVWFBAWT#{Pz^p!9h1@t^))FCXwbPkOOl19qllhOKfmRGd^i`Iga2?ZREj2$eSKC
zc+x66_{6*`9w|p6f2Azbn4dp~G47E8U8hN_YH#Bo?JRw&Q|ZZn21c=b37u6kesZqs
zTc1-Yw4pi)8I2EIZO%;Z;g(2K)rt}La6do7j`>4bVK?ANb_ID{kUzjdkUBt*_9AJX
ziBfhZc)B>0lUw68KSeS^61#D7mOF@DpLk|fbG<zxDf3DMcMav7*6NhNgSILa_e81L
z<4>&*!H=&o|Em<4e9Fv(vh!dog$fGzQ<792;uIZgDqKIE0O9cAm1jrv<7H(d>;KUu
z$Qe{Gq52zFr{uUrC-UGZeKXZP!u=o}B<%7ys1dx;4r@qVTb&B0@~-JTRJ&{v>`z)+
z9!?9P>NaLx*ukS}sJ`>1yaiTBNiLK{zdqdzmFnXo3@mQc)nQ_d3utY_v`*lt?oMz@
z{Oy3pez>6SCWvNEnpx=^cV;J&)((b(n{Q8^hF&?sVyRNr8rUopmEbwT?>}P2al-oK
z!IPF8hPhl%zK9E!-ShD+1ELN%JHIIi^aaFVol_`-KeJ4UTj1EWf#FQ>jJ}O%-y%=l
z!Z%=L>a;Q~aM_+WYqzApp^11tmEZiO{?~q~_}1^5?290tImLLsV6Ea`hwpZEEeRNY
z&IU?1;Otn&LIP)>{We?Ky6pLq9;GIz<9(Kp%G06k{uDA0x`hcy4a@-OdL<t8B@9Z8
zH;3lPh8ep%1%K)O@lY88JUILAL~l^kfSB<);#Ytp?9LYw-gpTc5-<@zPknSoe}<KO
z3;QzFJJ6itgkEEhOTVpo#QT&EOK^{#wm`CEDAs^BB9jbyKelS2(j4`jPOq2)Sc(CD
z)mQ^RfXL%PgfGtAuwvigHyde7_0z!3!0&hqxZuSx^QeKKts)&@GgEp&qA@S`u&b){
z!JpICMymv6!HDI7Fds<V08m{S!?G_--+$n{_eKEOpQ0ZB!<%|1h$q*yaZIcbVO+IX
z^^YFf0dPhFj9zkE)?Xwa=F8yZFcY0tPrmQJ#wKT?6{M|87!F8)gnTnxfEj^!gN(O)
z+p5F|Z5pvKsFJ5HO`HjQIGhvM(u_%NmGk7uD5(~(DZjHnKOhF`BN;KHvO%Q!>-F~O
z`}vep&zx&bP(mtXTeN#@#J%jk!?~(J=f|m8?bGa68t-gmBX37%9*l3EWvXF1;Qv#5
zzf|8-QupV&k-r$sTgcdN>&i_zWJjWy^xOT!kT!K^qCKvlQGv}uI#$5#hUL%OY93z3
z1fHR)?}v@ehazu%@MT}`0RGX}+s<RZvMk$aEBdiC_}`89bex#~LB3~r=?wJc)#3i_
zD_UU^OH0)IFE7*W%~o)8DdXzRQ=}9!M&}w%=rX(yabC;o2st21bX9uf`Hw!j22u(t
z1t&Bov^4?<W#<@ryI=f=ed;GBn(3}5!`Oekq!v;-y__!03M=h?Y$bcYioO`;xO{vy
zuHV1RRxt@+PGpWYTXlKOB!JmO(5S}_9p}dhngj9ew7hYnTAShPcd@J5^Yv1nMqOn*
z3j|OaVt|`TBiZu0^zm(TB>%OtaPa+9v#c(=%PiQ1cfe7!^)7l(F)OM)rDdm*-*qK@
z#6Bf%Iq8K&YA9`0wcG(!Li7i?4JR_kfoMWRUz%yQ0E1Kl(BwDFHm+7D*B2#<kg!)Q
z#{?>Vftimjkdsu(aS9ls&dSeQ8wK6w&Y#JS!Mq&-_NJ%bJcCFNMz*2h*`}$IZb^;>
ztn@fJwd6H>%GUr(EnSGkf`Jbu<KxZDqY~%@|KHbgt;T)d`&qDy=b=kHhqd=3J1@>G
zpS`CSZ~16;Cs*E^Nt^xFsKDem(~(DhyI%&fo$U`s@h!92k@M8HRHk95RCO-vcA?H8
z(>hoB_n76#$)v75Nf%fqY$!-+RmYV}%tcw|(w)v=MJU|Jm_feszSD37+9Pa5+rXG0
z{OVjTf`~OS!Z4@MvLwruav;hAS$eLpcq~l2SACC2`AGIFK|`Lc$8L<;BN!KEd@Br-
zl8EQQ?2Nl{K&Q9_1a{4*g)cToI-Dg1J*^a^RO(D;#Q+(RQJcte{$sr;vvd6)=5Cve
z&@ue)O|&Dm_MX@8dRVU`;@Xb^piO|(DUAi;<rLF##k~=b`Khcrzs%tN%D#NIN-{6s
zca52=(byl7Ab4KOF4kA$Ib|2xB>O#Y4EoYCW$#Fb^t<0=OqzH)>)M1hO`#uf9UV9b
z1XkGb_U1Y7I96iT=*Q1O=l*6pls<jbE8f3-AcHg$d&3kt1IvfC$7I|FLmQkH=}y#V
zg$nMKze`A=0J1W5&E#S0EzQfDLh$)Ziae`HA}<PNX3%%lN?P2F%AA01o6DrQv}>tz
z&XwR>DPN8mp~gF>Ln$9ob1J3^4Ein!PE<cGBVg=BZs|l&#+g;g>bJ#eIv+N@aQ@QQ
z=*^6RNx`^{A!lQc$KD#hP~~m@<c4GkLWIRo6D7;P_dqfIT)~oNWNj=>T}4FJ1L@C^
zL1gmP+Cc3~<xy!M`GTbl1|8=2=5_OcGp#-C#V_HC`8>IwzvSwNhtDiK{3zXv#>AFm
z8J^bsjf5Rq$BMe^($c2e$TP@3E6kO9aBYgCyc%eqHzxf_1)iPQh#!-7Sd*Y1kDmsw
zB(`06pA{h(?ZD~B2e<%4b$^nqROd90%zw=jG$?h4a#$Ozihh1(lJ=ZBJ3~!_Q=AI5
zF{);zi$GeJbT6=%U@#F8=3B!U*$-2Vkb2LU5BV{@F|VxYe1jU21tdKkAN8&fPs+Y@
z!9V4xg3fQ?v?Kmh<W<?$0-TH;bdEAIfJtO`llE=~6CkL?&8LYzuoBQ0FlvA7V*mns
z(lI`DI9{}Dyk4zrZ-a}jZvQ6ZTVn?8!IKYm9KVQ}$`Z9QphzRsDu>LZgHUqRQ~FZ(
zCM{_6CEq{J=^rc6rEy9S4;Jd_apmh^!&E~VGDZI!0nIYX9%`jLJhbW{jCS#LZK<Q4
zQ(;hvzk^T3{AqdDE00d$fC|pU!1Kf;JVLhnC9P03mOle(C|9SJN7PxW+#u+eHfpy!
zx~wb?pqERTi$(V@$*N-+Oa=Y%%OqkPNj#BbuBN9ecH6505hxyiU!#f^9LFltL<eG@
zsq*6yrPi+;6h9nItw_+>QGG^oNO9tDYYQBdMGC9GDM&RBXlI7wQ)h^aIn^t!(glSl
zJp&oi+nFm$NLcklNngVIyYpEk$@4HqihXGyS!{sHtszi-o$UT`|4F#1eVG94T|Xj^
z)ccC2JpVht&?8z?(14;J1#uJkGru`mzx@(a2IavgrlUm@mPe~0WITf}BkEF46UtDI
zv>lMw`swV?i-3gk^Snw1@)b)e`ImE~Q72dkG75@y6`DMBfx@qARAV%9O%q-e@L(0=
z(D=10*dGK9zfrWgYthJX)ZL}KH6UNjkg(9E?GmqxS?1z0sS?fEz%VUy$H^K%vb+Ct
zt3H@uNmkx-oJ3tILa|J~((~xD`oYZRPLo)tRpgq`ql_WajI)P+$XID4^Z!%dJ<`0A
zEx?H%(~sUpI^Uc+VI(#{kyE$@k)%^Z`ZmawCdS#Gy;I}O>BHnu7hwZ^;Qu7};)QDz
zJNKT5d3W!vyl8!egdRO}^%3sf{4FDz08yw#Z0766twtTk(8=o8B_s#CN{GIjcNo1d
zRbW`H4%l;kc4wWwY>XA5Dxh?hIv-$`=2&-*i@$Pqv-w2d`>esP_yts|YQ6J{Lk)<Z
zc5yR9PQiH$Tl~sm7HrSWkiS##8)i$?2FMy|_~A+^8<Z~)U@j#a0(UL~Cw6A7Q2SqZ
z694;gk5%)&+L*LHIU=4Y7e7n+q_(|UWPPl7wA#V0_BAO}Qdfpju-H-4p)GQ$jjn<N
zEjmp-<2UdF<TE@9m-fu)PiMK^qe9_zB!)k?>%{Zu5;rcbm_@iazlfJ@IgNj84eW->
z!2hx{C!{^9pGE8%PmGaC27^&i4-7mWQ4oM}aU$}CeYU^k3#VB0O}zfS5*1)g18e*p
zTU`)1L(Hq{;6m3&EzfN{L9{TCU`vM=zF#FGZ4a-bPw<CIq)3Q@bAw#?^E9>z3|yoT
zEsc20X5vVAmt<EPlh~RjD^?G(uf${VPpLf|<vLmYI-KaHYuNglz_$!rw&Pz%&>tR|
zr}hGMsPmB@?>+w4b<K*WI~LTG1Z3=UA!~+8Rr7!eZN0&o5OtgtO9;I@GIsMXtik5J
zuYb?lVw`9ezLPKh4W_BDPfgUpx6`K_=Dr?e>BmxFudfJ-N*%M6c0am;AL&;%Ne#^F
z#OX36jre6P7-<aVs1aMhM(ar!<wp?_8sKL}MCq1DM1%`A{b}AeuP$FTix4~Z6SmFN
z;zJJgx$F5^yE&^j5-GGl>3O*~;#%XyMCAnEL(4&yZG2cTPqd4R`Ci8q$qCS@=4@dA
z!JZFr`yt0)9Gu}_9Pu7)SJb)^BR~O}4<=!He0(MdW?&5_#PL%L&x2&{`u<OEGePI?
zivGdY-Y4}zS(=H1xX#FBmKqSZzsdZL1@31QeKa}r1TAbXBd)Hx9!>;Iubnzt9)IeP
zu#i4s=~8m8rA$;~g3*Cctam~>a|M~)&qKz+?(9w4DzpwA-k!~x7fFox2d9AGvr&Sz
z7GRlxgItY68!_7}A&2Xr4cb^G4t`$VWrKz<g#(AAr=7)LMfT&_Xb8_AQosCm*oGpt
z1%S(%g&r9==|&_bkE38i*5pNF8O3?5D{ib{usfmPgl_^sHrmpO+%DDz;4QmPPoa1`
z7l>3KKY!aW7p0a<B(pA`WS1FFKvFwPq{apk+}-1-%F>`Z=Fws-WGwZmH_=F&dhH`c
zL64>FH4`2L-d^d)W;N-c6r!z%2#;siwQhc|JF_~444dRW*?0o6xfDkxZ?+hy5t#n$
zUR&eZrRL6YF_^2ENnO7yPmiv}`8J(tjVnCN;AFLhqZjayB-ea%;d!o#KO;k^+{m)r
zOv7RN<(JqXmE}Demb`~MgIBw2)X+0Z?}PZyQhq;V4my}e-Ge_OXl^WLZd}yJ6-Hr@
z-@{O++kYW@FsqShJ*;fQz6Ml`x58PHmC#{Mh!F|gU&wDz4lE}58hG{eL7g7T34YWA
z8Z*C^nNQwXH_WAYU;X+<Cl8uQFiXxN3O`|%cif<;hTR+yGB{+xjbo;Ct{!zbygG3E
zj%bpCCJ<Jc!`e?h^Mt{V5=ZsAV-zDKQ90oE8e=fAXD~4Or9ybrNQZSsB2|4J#h!C?
z3D>E6ABS`Q&yS1m%s@D;!3gVg1ILg7q1W^o;D1|M`^h<hpk+0LVn%~g%hR|;3q9Hn
zj{*|b`HIxpnW4AmRO}9XBUGryPn3fhLEUX$%#W{n8k)C5z?b8@<gwFne|OGFsuu?*
z7t^0Y+x&Is>L|gvln8{R_c<wBpd2U+W>~j=K7f<ff8Sr<_~UWLw{q28kUsOkW99RA
zbm$kgR06bgn6Hh#tj6-vM7#N0<^pOQXEwq$5S_T`g%2}YAeFrCwi6}1wcLIHmRWkS
zgmC7#8Pq$*|K9(-aw4*4)(ZO0rSiv}q(r^;y)CYXsv3>weEcZ<nTJg2T-yF#ZpY72
z7hAy4N<)iI#d5aEgT7q{JIz?Vfym)*_}&Ewg$Pb;7FQ4gp-$f5e^0@tmJy%JX^JcR
z+#fE=dh+OrP14(<QyGJ%IHji$&zp)1QfPd-*pQB96Y-N%F8Vm1DrBg&*In^8xPYhO
z;|}~+5`z8H^`7gxyBQXi=xRZw&*j><=XTQ(4gae&<I{4jYg-yzA_@n;`^ES9)+ai(
z3!bFY(fXf_<X8^tqXRqcW3wA~(}iMaJ7G>j@)Mkicgvx#J9$ptA^b)onh})|+_-TW
z?Csz#jqO3ApD$!>bR6>Kg;`=q)1P)wV?Df;6mZ?s?=x~7m|?^|p2H`(DE>mRvhuyR
zSXVg_-V0L`EpZjjA{-S~n)LlDb=U)Gs*5?jrGDW912Pg(kd6)7Cp_no+SDy<nrigE
zda`_t+eWnv-gI!k{q^~H5bn-$ERu@UB~2zHo$7dBcfD<1nBs&YY%<_pA7VO{;sTyT
zB~UPgfXmAs#EwTGjMiM89>3#7_)O2W&kqnS32Sdxkezwg7M`E|wxl|j$GwUVhZ}28
ztR}}ikg*T=ZnRz*lzXO=UZ7dKHrpU^$8aXpHtU4Hfbl!E3q}BqWt+6)NMqv88Ch}8
zF@>2Io4JVfMxmG%Q^mpDyirV9cg4}2*&63d>h5Is82H(KsN^X4wJSW}z3P4alc%4+
z2sU*$DXC~;yoDE`51rk(R7d06C<efC@WK;GtloFY*tLS2@9}`x5n4Jm8#&{9))Lpk
zuFCZA$~@N^VntpqaBE2&@EsNudDs?jwW$^ff0vy$O%)}q!UX$qHM3l-drdPe=@nx;
z$LyPYmE=Ny+GS*5ly)wj0TYA@Yh<ho#9T)fB_24*=yOJ4*XP{^w0OT{y0&a@f{SWz
zpCfgqyC-j>m<A5Br_v*7mnu*mn3BQDc0+$-Y1mc|e`oyz+9qQ_)w)7!pu3rtjag<x
zNB2$YJAn2Vj*|@7HI_}K3KfkZG}O7#_FxZAC|CD1bPgc6Rh_7>Pz3c|@=C*vepI&U
zg~z%ubII@}4_61-@tIT%zfSQM5>b!U*GST^Vcvgt>7mhbA65>xyT;&2dR&%4O7SqZ
zK&LusVQtAJK}d#Ek~2<5+k5PGx9cjJBvVXh6sE)eX>F^Pqt!zXRhgL`;(BtYxGMhZ
z6H=~KR6NFw7-eV6hL`gz6WP}m<iDyF^Rz*ItP86_880%=Q;|*j=~P>O{{D99)nw8U
zS;aqTFZ?Sj3nTmMT#1t76feB-q*qW&7xcYv6OXCYr>L_n$L1s6(~z%SiNWjElp!^P
zg3#(fYs;ATYP*X^zj~&n7ly}zn-VKiNVAIW7x2o3=F%-CUVDK+!<&zSA@W{6pH!~I
zKCNdGc)zGE^mYNU3B4aLP-F05Pe;a@v&D+p`*iBWMk6?{yv$#0a@HIWKTe@C7wyiw
z2)CiAEE-STM?u?y<SH*s@&Bw5tk|$yt*95%_vP$W8|^KQ*0SEwLEYP0-swnF!kWIC
zDn<CaS?}9pf}2`3s{T456BW2$Ic6t;%DS^>Rb!TZ^Q=<_^lt`_L%9`njNq!v+%AnN
zFaCmo%VZs9R1I)zsy)oncj8D`H-XIyv*~xM81;Xq`=_5`yQ8wYCwB?!HNsx_-mzql
z$u9W}1FUE5l$g;+>=AwSB|<xX>WersE*mA*H1Pws|4TVVKLLe*oQn3tc4>HNV`iOH
zcdFGF#F651SyC}ZGm(bIxFN!=rm_&CepM?XjbI7ow`y(JGWQ@D--4rG9Z8(-+(e+3
zyeR9}Mu8rqIveEJrnodGC#9WUd?vP_l5nGep|XkA8KY9}S<u~EVbKf|n7*C8I}S}1
zpFwXf)hey(T3+3n+Yv#XdgwMVnVNV~`Xu!^ZJ@;{tql=4_BAx640YL~wxsP?$b?w@
zjVS$wniJ90iIEm-l1-lsz#&lsx2Tmy%39{bI!}X>(XfQ{0~<A|jxEXYuPPZYz~$6e
z?3n#)$2D;ZlWg~voM*IxV5DSQ8j{1sNa7f^2~!echP3YcVC*PP87tt++YuQum<f^m
zwotV_8M1$IH{?k1%{tnAp&*+?FI#$}l3cCWQ*vN+i&!?WHJ*&>`z!>quIA(Q>OhR;
zAk^Jg0t!;2uEy!NbuVh5WN_j^<Clw_0M91631%?JXq=u^+N@~0wxgjL0|Sf@^lHJM
zc$h#5lj9h_=nZ>h@PX1ny>DNI>{JhyNI8^E!}>!3!Fs*79XlTd!po~D_M<@HdmQFU
z1}Oy)ZSuLj+;u#fBoj=u-C{tG$~69!@7+9)<;8%5f5PQ{y;8RH^yK+Dw0m78N;s>}
z*tMI*>~hom7Pt>$+85+5n7CZA>v$WCc;mOl5|qMrosMAoDc7scnG8-k=5MD@Cn;mq
z3aXMu7!J!fofRc_jX}v?fiP9evI6A!=`(5agvzRE+I_-+PIIcdA0{lVnUcsX#5=W{
zblcz#`r5GU9_n&cJrG#^=(f&_q>NPRskk(8i!Rg%lA>SK4@q3e*jZY9qtBR;V4TaW
z6;bMpC{I{mb#e%DKXth6wO<W{`4Wr7;Uj9Ofv?#N@Q&6A8Fh8N<;4bzN0&~hLT2SL
zrj0Etb%9$BM;7==i|lw(gX{Cv!)c&oh}|y4Yi8j`3+SxPNRuf|7?4f{<mHlCYoF;v
z3S4cHj)xd=JA^Ya1LrBMzV<++;Tx`hG7FB1vhjgwgxj0zhPjT^S^Itc<N1J{Cp`Fm
z^gxy{JimP-qL{Y<5o1QIacFU!6LJT?C>k+hK^xjw?87N{?eu)k^V^EojYggtvnuhZ
zXMskzQKN)JSE#{xIbll*+o1Uc;lp5I+EphjBB;@l9||~RuaOgG3+Jd-e6xIfzao3J
zR^aq3u1n_NNieQaN-fzoaVbr;;+iH7TRIn5EoP8vSV;YY{w#s4{<3Fr7i#Vs-gzQV
zyM2mcw-yuV5FsP@pk#*no-V9gQ&X7Mh<pn=)Xh!VL1*5!H55IBnptxYcol7-_ufG^
zflt-$%sYih9IR!s0Ke+5+sQe28x!UQOj9qdFhlRaL}I^e8)@?=bxzYq4I-077t(ZW
zN8CM<?&T`Jh8<XgV!LgV#%FJf5rgv#$qjfKc`?qA4LD^a0jN_}uau+6!-8#wyIFsx
z^H_1&GO<q&Rr#Z|T-v~yJj9RV^&P0Wz!9#PkK~KMgU=I*TH1oQVk_wJb+wjJqnGPJ
z0mlP!58`TlL6H=kpP%N0SPreaeVOqr`AxV(H72WmC8MdkV`U%jnD)`VRm-hQ2{P^$
zJPAAC;DCle!nnFAKT^r<_J{0md_)HIR=wdeaVP8LJ#v~bc<>W?@$UB>!dkgn!#^jA
zE<L`jmEXp;acK-BO{m5cqhSM};1H~(-Gepsv2M034t?A(dnQ>5?f0#F>P%)X{iZ@y
z6@0%i7ROeLZP5GOl=n6@!!t;3hWn2M`20BW@PLKG4g^)s0<yXth%Xr<^bnsssK`lO
zY5HKe+(NFXS+f$&X!;i3cBhPCEvZClGlL3dvn((fmlw#jRwXlv*`>j)Q#K9KJu4jz
z+4Q-u<<?4!Rizi1#QVTVV|WzGVrh^`<bc4G#8Ih?n6P8#e|9lYV9j&ob0u3vG`GF$
zFUMt>z%a$Mutg4c(I3kr(!Jj4M(sCq$&=oGh^kvB1`Ul#8d6Wr26A?7qBRN^%329a
z<A`(_3T5l;;MCPW^*gM4I-S&UJOOK3I<%bY*_VETTA|#vK!&Bx<b%z*sKqHc%f*42
zNQ`^4ZnOC^A);rV(sS)Y$1C~GY`YWU_AjAkCJ@*#q~q*~vYU=6zz;0~xnI2Y@`D*&
zYxKUId!AE(I+q1&8nyc7YtwjF{!-?;_e2U!n+B>~_by8eRx3{8kOff^U?Q0T#gzIj
z@*jwBe!Ic>o&wSOfn%;daLf+6W3(fkrq98hIgo%I035XGIX{pTx7#p)h$#F!e^GUQ
zJGlsh9%6!x<0Js9Gcx}7pXx1Im{BIiL=E8Iq5*i3<@RJ&{_(%9m&yMDF95LP_iwP{
z3;N%K9Wp;IyhRf_6u+x~|MX~|=h_w;hb+8?`FOH%RaR41+n%Ral$4x{+FD_WBwA!n
z6L4#=n?x)Aw_}X*j-nXGN`-AN?m?-H1OFQ?Vn+U!gTKpf&t|R{Pqc4;?<Ur-!%oVQ
zCwz9`lt7CYlw~gPOObTS=cAKv#OJ<ipi&Gv8lEY*PD99K=ZK~nYl81reroY3oihJ^
ziYI6-MG(rSq)@186?o}-H-&w$p;rrs`J%S%bv@CTC%n(|CIl2dNVDQN)se3+2y=Ao
z83(e!PHe-xavgQ~x_u#>Sg-#-*n7*My4J005O)Y3EVw4f#@*dDxI4imxNY3s-6goY
z1$Phb4#6#WZ_YjU-cR1{eygjix_{hXSy`-FRqNT0j5)^`b3SimA(b3)zdgn4(R&>r
zZahbvbn&{ajQ+kd`{2E`)Ry!(>k>9>Tr<sJ{6b@;7U;`dJzFa(=Tv&mkr-*TSO0Ot
z8WZE_szmH05SgOdXp-60%kXqs_|M3<k`O$+ey7$|oN}pw3`~edpqo;^oO)DJq4>CP
z-e+n{vSVf=uj#aoayhnot94zuGSZLI3#Bj_PP6!{TUX_jo?+bNLBpO;mggf&9X5Rs
zHliBz2u`<oV4p5v!UIZlqf$Qjz0rRhy8#88UX77LAC4t**(u2<;<tE+Ct=rw3W`k-
z1`>FcnilP{xPjo8t>>LjR!}gEAx+>{V|we)kCTK}oj3mMQXe{8kEBBzd@dh-9@upF
z-V`2cw7lJ)i0+He1;}h~g1p|w4b=K`*j*EDI+$+!7M5nmI{xHme;*M%Bv-y)ygupA
z;g)dPj<It%<vetL_$_?8OiiFv)y@kI`e;s3N%6_$A;aYri85H&wQo#0)SXOq&6vU|
zT<jqehoV(^&G}y~r*-In+LGIJT%!r~=(a;YYBPR2hspJ82v}&Mht6Vi@9{iYo(^d6
z*<yv1H3K`;P|-W!`msycG?6{OH>onyngS+j!7wx#gJi(Re<$}XiENX5-$De55KBVl
z;uIbzu?B)r1xF{@-qP@#L^$gA!5q4QLu~vBM=HSK?ZiY>WH+%XYGfDk^W~S8t{+%r
z%M&jQ&%q7BYOf!6u2O9iI`4~Hx`{Mu4;hKHUJZ`WX@q;i3Jr->chMK7YsJtHn1s)B
za5V1%g?v#BI8&e_KC$lKRa##-O*9B0+hgKu?gw)F7hEfPMt7Gi#c0?om<$`JEcs3;
z=i=x3GAPYyDF~jy9hkW@=DCt()HwaP5y#iiN2Kq-`&|XsI@*Daa0Q*>kw5lJx5mV!
zU<~0<#S7$9s~4BYE1k|~sS3nf74l<E^fec4pV&l6RsDA4>p|u*Ra)870R-zo{oFW$
zM)X=WAQRM1AWHIy)w&#f4cv6+nEY3JXE$DLvq7arqQ7nwko%iPu0jV>gjhElK%9!_
zfm?*ly}qTUXW>={OP*Krl;AK0>w5=~Uw1m5m?dw8y4WS<xmO?=`V?Nn_9QT8TlSC+
zhpOXiM-bCOoS{-7{a8&GRrIEn)ZFNFgThvh*4<~DFF^apxJ(;Z%6o%(whP*YnHeSk
zQhMnQOD(Awcg%~X@cCg{|B=ARb?zZb{DF-_YE^_&kh$<zi&$nc&@|=)<>Shp#R=U+
z>~J#DPhR;Xm|pomzjVLp?dZ|J1T(zcq`y6a)VkT&OMBNfp#OGGnsnVTJSn-bAngih
zo;tN@qNlkE&$nfYfnzv^6nP-eRxoG^Xp{IgBg<@=aKR_wyGzR&K}3~)vPprKK61jV
zFNgmLHC_1AvnFl56f4vgfNYBjGl6f^uUV`toddxzWK0#Lv_Rd_DBLK10rZzci=Z4<
z%|BwbORY6;NeV35P*{5Xk%r_72_J)*84}qRk{W;;Cam#w!4iH9hb6%YmC{Dcw4X`T
z4E;w`+J!sr<n*XH>j_8IkDygW89q8qci{~ZY`@)J%-)4%d`aYW)HO);LN<iCfZstF
z=C#fi0j792!GZ@+PcvkP(H{9F1_~~t=2H$3s}+qH4o`-{iRFh?JZNx>FhwE!f$?&z
z2nMX>(Zo$Gb`t0pD#>0Mp0n3`0qtG9YlcjC@PcV6`da7TSthO_LxtE5RXoX!egOtw
zHPh`;CM0!k;E=HKSWF`~zuY_#F;e0lPJfidl)nN0SkwKT!N~WbJ0eL8S}BW4v{gRK
z;>_+T0-CWNiJh`KFX#lc(9A%^8XA85K!EVS7NoYhUcWilURb;Ld7d3q<G<a!I`?^*
zecP3r<nMjEceVAraAfDb^YQt1x<hp4!yp+wH5T<yC%kIpMkWPhTgk{Jon7RsA>OSF
zTFlmvyJ$waGTi<(T94c>OHq-D%zmf9rH)JkKVFURH}(hpM|HP~0fd$uUSw5IcW05a
zIc_=&rqsvxy8pD7Nyi{tdto76CB>&7isi;_nvD3u`NASW)lg(7HQe9kbo^!4)lQ?x
z0Opd?UnomMh(D8_83+9g!pOAlK1N^kWfeQ|o#w1FhnGxt94z=m3FM>>UX^R~=+9AR
zBSjh~=7Kd9Rbb8%E-VvSOAr90(WL=W6Gt`}LBGg;N&<6pVO?+$ZF*~JIYq<>7yHa+
z9-u~`z6I=NVV#aL4~<giEV6)x)k{(n&`)g{csvob(AFM{s%znRYO9Ah`6!zGlYeT4
zBpW<GtH31X`$5z%6L7qN4r2Q=1IAlitzE8JJWyBnhy!dx8v88FH9j}faJ>T<;d-qI
z!yjj|KEmI_kq?-K^ru|T#<>sMMh)D`?jC)ff4)8HWw-AXj&&sN4lo;REbw{lAo91q
z^xyC@yxxlOJ@*fGT?CKowOjPWO#T+p*S~Xw$y>6*15Z~LZRnSwu=MM`(B6d<{sjZ&
zkA(`f$8(K)gNH+^D@za9^>u|~la=|a=6|9onQXj=bf6R?ygd6p8=Oorp5X9aCUITf
z#iK@l65jCP){Q8}krjG5sA#AcRM3cCrL&VEk0)ZO7MtofQx81jNqd<5P^+ZhVyY1S
zc^RX*Q?=Yh4RL%f0Bi>?|G5XgBXn$>-&MF!MP+^|E%_Efrp{)?3RW7Dm?vSCSQu!H
zFMBArG_$(md#RtmSGwyrvM#@Wyu0|un7&qegzW#|QZ_}2W<^q?&@UBA8`c5Vgjiu9
zb_gwzw%O4kLS87PR3^GMBGwpjxyAa)Vt-{r7jg1c<1OZQy}l(o-uN$WtHoNlNH}EN
z_zJ;oD^a5nN33vz;+6n%uTk2Ia)r?Ag2lUG=2M002A;h$L(KxoQ~d~=nk`RfIHY#x
zu7`13l*cm!b?+Nn{)flOlm(lk+^Zd*%Uk&k>I_%uY5u3_t{36hxXgM$T|5PWDM~rv
z8cCy(a(Ly#Aw@WSDqk~0(uf$Z75UHQDKfw=!-Bj%3YS8^deTq3vN8){-%vmdp2078
z7ftIeaASY%EypK$5$pO93tCa=aP#+C|2@z07iWs(f)ku$_`q4kZ(R(M1Jrck5jHsS
zi`a3@g0_$~S4%duC86BS{-ID>AZP^;5<R7fJIcZ~xBCMsBLuV{7e>3fIh(o(C}afl
z`vhaA+ZjJkrNb*zQUazGF&ov6zD$y@l#hA~jc%@Hi+{42gQ|hpH_|++d9rtw)0|+y
z^9~>QF5x%k5m5*9fkk{)+CtcWl*tCM^&;-5xjtv{9}o(u;^&-?IHXz|0MK->Q6f#R
zSw4eNjzIFlJ!N?-P^4M8=1$ginLbSnR(VMnR>P#SSprctX#vK+_a6I}8A9u@A}uCU
z+dLvVqD$j6&;H6~TRrWiTDw;=vXWBD{+WxM1L4L=6rkWeKJv<O?uWQPT@S)reOk}!
z*#-v^9G9<aF0bU5wl>Go$k|Ca0{Yl-{$f^<ZHYe%&<u=-DvKD&5E9ZJ(lqG+>NbW|
z#gN$;;m|N=#44g?=GaB$qN!{!K*seCr`Q^WC2IDSsSNfDd1F++K81)a1jHWrKKIBx
zFy!;;#_E~|#tZwo>P;TOJmuiHKDQ=A{^WHFwyeopLR)pHTc8@hbHaz7>%rR*GZUuv
z3kc2xm=PYpI40Sg5~K6+&v7r4ome*`$~d7Ur$0yH_m}w63(1JVmNGxvg*2s{0=Z;W
zN@Z{<1we;C)sTIh<PS-l6IZ)|6c>&!9b)Gsm(>JY__@3qyyg^#$a;hscH_sk3du4d
z`!KLX5jatxQhyJ3O<kpCPhkV)N4Wt>&a6AKkYML1b~|74B(sq`J}PZ{*2*VWU?Arv
zS1A&~YNhiKIk~t)oUSn5rHCJ6r}JdfKrj<V4)VERWVnuoR`C$E-KKUuuI`j&V<)#%
zdEN29e!2hidkw{Ji{G#)U~84oWSwibDSX>1FqFV)lBI&kcLs_K<RF1`$YiB@L`mi4
z@Il25&OoX%C2q_=DbjGui2?RO(nMh}5^}9J_#_^3B+@Dou5@PzFC6tJ0iz{9IUSui
zx5k)xw267XL{Xd&5wnG+`uLpcaLO-yy4$Lf)TFh~f+{2{+#*u1JMsy=js?_Hm}d9Z
z%j5pFlRAp%dtapb+#SyFe-yun<|CP~zgj$aZ9$G_c32|SW56*^nKtC?BhX4ch}*8?
zn9qtG7%?3~25mhVTHJDF+o0ggV(VL#__md}G1~(A!P4e8hWViPpy^HT>GWm5a=Ur_
z8s0uCzU;j5REL*)LB~_d|5r_(XkATM$oAgwgD~i~o797iT6}*M+7@TcF8Tq6zk`(^
z`a#V_#-c3#!~v*mEAgSv!H~1Et`yV+?t4%&q3Lt852C}Oqo#&;V>q&rqJk4i?fH;$
z<6CV13hm;7!bzlP9Qf~N){^-gl2#3fr6Nf%3QyvQ4m{|yk;;%q8mWO^0=1(v)q@H3
z1q}n7zWzkj73W+#=t;=Fa;blja3D_a+4zJVHoBPbPi9jkj}Mo^U)&zq-`rjcd4?6}
z>EUh8A1tBQ)W&jb>p|DhlmH*cb6cH`yR1{!t(ozor_6>fpM7J+#6n4^A`#G67t@~p
zHq!&~eJ7z38S=0o(ofrtFB)oprcm0p{c<4J&U)h-I5B^373|D;A+)_u<g?SdAa0k!
z_44)6y{+rUxua<Q+xY8HY2|U^>8bXMtEf!;y({a8cHLhD($!Njf7GmQoP)K(h~(V~
znMv1LL9PKlgX!t%<6%Tzm#N_cH!H+AS83^MFo}H@o~j49C)Z&xh#9g9wm7ydieX7V
z2JP&G|E#pXH=4ZRc96+Ptn>H?yK&l16_wt3)jJ6lU&ZUOP}U+qV}BiguWL4`#bE6o
zAy4}`j7oRwIS*U!V@;HV+{#9kH7BMI43*eoc-801A<M$*yg&D@+H^ZVH)3fn(T~xR
zYg;SQhL4)EHdHXh2`7sxYzCFmtO4rrC>i%xD64U32Oq&10f`6vtS|N|1b0eWLN`W1
zt9eLtwT5C<B9G)LpUn?Q%l1zTBbFKZ#^W{w*?H4(z4Otv6t%Tj>r6o38}OV72VARG
z5J&QmPZ9pHm*W$GI&qto*ylzH;-u$ftm#q#4A%ILP$o$n@(2b#t!P)PGS&zgYSP%~
zM!gRi|FE8T|JnMe=UGD(y*|I=;#2Z+Qpv&h2NW`(CO5B0OPMtQID#$f0<dJ1SJwOb
zXKWn1k|1X<jPC?Q(;lenTM%OlL&PsdWED;ff@{$?R&39O>iSag7L-m<9pqh;5p3?Z
zk7kgpJC(j2#4?#BnXL2dE)01{e0F={At8p@r_yUNdfYMRT~I>(d3%b$AxU$lmVgDv
zDddfqub+7+!~0>$Syala{};8I)5mKwx<&;1k7RyIXydwJP3dmI+r*da;bfPMfx98E
zcZoC%D8e~93o6+4X?THAdTW&4>XTcF4?8!$S5tCf#l|y|q1Of>gj?Po3^0tQmMdKN
z)b<#rlKN3#`K(6@Zl)L|;g`Ld1c<qX)J@RD`LbD)tnUK6xu}^BXOE{Y>!)G<7&!K!
zZK^ow6rKzVv1li~Ue=ZtG@3s!)D-(_YqF&GhBSo`HVl4)m98k9y8Udzy#-L#b#;w@
z%(m)SGETxR5BXg4bs;R<ywIp@eXNQ$@MK)4rW^TuhKJ;^gFj82cU)?2PgA3ir*b_A
zV=^4UfJxI~lTd24U<sCBtS0fmE5|WGgP}i?Tx!F;XW7Ng8ygiB^7@RODD#y=DLO^g
zc2)%qZ|I(~phO2~CszHZ)X1n*cj4|%g&F=!M@#ZDQgJhc?b%P?x+Q#GmVBGfS?V20
z_WDc}Wz>#X<QwQBK6Lh1H`H*bjhg`pCeh_uvHRXy$_?&yooY)MZJX!^`TFh>%Z-g~
znZTmLoI-)yroNaM4oCH<w=U7F>vR+oUNcNlL<+~oj*#~X^*~rc*O%J`>nX4Ei4R>b
zWtRUS7b{u4ct0So#*5h_a`Qxxy8h~&)|SLEO<%+!EgR*l8z{%&$(S1&xqIzw&EwcE
zTt(ONP!#|^;}#e<GO1a)M7LWUb4L4PdV4VhQXD%M{<1NO4Z}6+Pzr{o7O#iDF-ji$
zd2-2PiYj<3x-PYPemPhYqm&?_g7J0A6pK~2-*2IA#j2Lv818eA=Pq3MmY9VxhcrmG
z_~*1KD+M%+lQ<st0CW^=nc9Pmb${eQP#*M8H1vYINkOLFhi53KuBw^+b?p3!S9N;m
z?;<;S44|pkKN22_mh&*1y*+%bMcCgE06PfDT!afPnL#Dy^fTbp6GT=)JchMs7DS*Q
zz;EFvj(wgqX1Bxj$ZsGxwHdsRfS&?wu+{G*)t@z#pI83{No6@M1O*d>W|_cIRhH`7
zH_6&UHRh!k;>}HZ`qEmXZ4$cj87bl<5#jYdUy$*Gx-ms#z+0(X8(;`gRT3%)*EubP
zviW<VB+ORfEnFa=1Sx{%78po3Pj+?IbbnP!tz=u_R~Zv3=Fd6gA6fuK*_)`<mL%V=
zxSd3Fi$mIj_vMXS3oZocruTAr6is$lA?G0w!{>-XZVA7_=1^|SyqqVP&%t)x8&(mk
z9MnHxDc#FvpypUO);d^MPl$1*o7dHNbLBt^WgeJUAS2Gx$l+jhK3z9+rG5)CDWD&O
zUhoLzIrCw|2M_DbG!TAN4(fY=Lq(xHO+I)r4W%KEap?4Q=u5RC%SQeeBh?Q$L>9W*
zJY9I(PS)|}xu4M@2C%Qa3ZwbA{i5|m8)<sg@NA14?V*Plb(^%4yAcSz3Z!;xY&N8^
z;;GQ2-TASxrLJM$%r^X7__JjJa=o_%`kMMs7ThmD9S-R?JBkl^;<DI~G1G%oBw7l%
zrpdl+MXzfedZ=~r_GSqTqMwC1a~&eP5!35={Ly+%t)%2n030%=NuWU1Bo=6Ae<ziW
zqVt^#BfWx^_!37-z9aMLqyq-)rHSVZW__Zl?Yoi@%kt#PS8m8YDbe6FUGicXwqz{_
z26)Jb<4tdnv>4Bkz}2VLB>isXQMte|=j|8r_$ZZ)?9-aS;iw|F`{t~(hEdf&=crJL
z8{Z?5Q7o`XKS_;XJC}Hss$$xt>hH54A>=IwkF+l2{&-Y8*cFJW`?kiexuDcm<we)|
zbh$zZ32fP^IY0%mAE&U|{!NvBYINpkv&NMX_1(ijaO(8MUxMXQ-mkp;sYrhy6Yf<v
zY7@kng0a<im}x}=Mme-epWu<MaZ3(jf*3MW)~v!GIDf>>W3?k0t}Xh}P_$#^x4{5Q
zfeqz-p<O+=z{VJLR?Q&Ih<PTu3H7b9KQP5M$*V#T<YsJe&?V2$*Rw?8CzSE=vhKY$
zL{D+3-zIj4OWM#2T?*2%enZ%w<?b16;c%J@ws%hnZn{{GQ+DzJb|a5?KNG{CRoH%x
zQt|4l-$NA^xVbl%O)TBAkgY7>6%~mAu>U@!_wXw~PAb4SrzIDa7TivDUNVDB`IX3#
z4L0U~H8$2rzaO`}8ia0->qz~%?kMtFLSO6@cPXd+ZIq~Gru{B{8%rTMdJV5_uZ^3b
zqa_;0d$W@6#oPMh3azPK0P|SwO!<v&I+;ttx|mNqkG#8wV>?UGvsB=b%l_9g+Ei(|
z6t}=TN_4|^CC%_k^zj~Vv^iA%!9pVnq{^9q4-pn@2CsmKLXdA0_j0?SH_$nq59t)W
zF?+Ebh~3~=k1N`<*Ta7VY2>qScA$wQ15&hsfY5T4QpTlj944$sO~}Wb84n2_+Q1fA
zoCgiY)Lj(Ked}F}&NCj{blQL-k42k=W)u;H_7L(%kGUdxPj}5qu9V0HgupZsHE_aR
z%Q;nJxtn(E6It}A3YE!MhP{Vojt_|kt$QaFWv+z+P$0w_+a1yw!QXP<h_7p@{ptJW
z+0^gf!p;!}S~f;N$?QK&=AnB7NOCK(0rsq=H&KnQJCMVJ6h$zNm%nZeEKH}+G<IV_
zCzZ0>u@~q^{;@0(VLOBD-D}?^o5$bR$|Q*VA{4CixvT^vVo`{ZVM2p=hO|_TiIv^v
zL30+D?BlC8ecR6Od!R;@OTgaf2@pG8Aa!=@?1tJu)8c>p_VO;Wqk_1MpfK#@3gaK>
z1UL>XQ>HT`L;OR|Haj%H;zltso5Sv=8+yH~E*n4d7o2r@v?cJ7fy^KKg2tio&X*V?
z^7|M5MfAY^e?#>APpY;q_cHhYhroRN%iG?61DFp}W%seWeh9RD%KG3`*=fdIKMMSa
z&i?iXf1!gHH~8qdLab~ax1>D3$w}wj3D!pDWA0f2Vw!h5Q_-+TJDy1;hRD0J>*^`m
zOJ*Sp#aM?3)dCOPzb3CJYTdjZhUs!e2MH~9%9-@hGCVmso*1lS4$t*-K{*~W{x<r7
z<OPprngNIv=fewnDUGIk7np8N%J0a-^MGvLYE`<Y!MW$hGYkBGYz}zsS8o!DyeU&W
zPnX(s$DyS{)3e*}TRZ2r^OT*wtb_WRs5<modaumj(y>I4f1=xVOuLk#F1!5W&{x(h
zY?=qzL7<d@_977Np4d<yTZAgI#8_#-_4WBvp@8h1G?hEtUQif^CFbl=Ep<7=bV#`F
zIvTw3O{&;GglnIkQmTX3#27bKF>O`s_M+0TYYAyml$I1ps(EO|5&UUIWnssGn=2MK
z8|NyJRtc{D+|NO27Y4rdW0YZkDTIWeS_4DmyLAEj=f?h{rn{Q+LWblM7(clTY8Bsg
z0jS+TW98v@UBJ8Dh36{d#}7zf9JJ_-m)yImw(V{r%x)5Tdly$RQoxy?_ta+rP7jwM
z!Wo)@9L7}>B}5SkOtT#I**2Yy3^)M`kr9>;31kHVNn|Fvv}iaK0r+2yFDOz`s;pzA
z^h|#r<{<pskzQGuI(4wt6Whawep<U+FkQba-Ce5-1&N)rJ@=xFh~k|p6btx4vJx&V
zm%bbfo$ttuB!+n393ZbcgxOmq;~o_%JaWn;C2SPzTvcV&q;oQ+P!^-I$cIrh;hS`k
zK93ID6d$T&KqC>*h4xt_n81KUv_h|P0lvBchW3<SOOmjUNZIK^@HBW>UD8A;1qqUk
z3gXmbIMO9Dy3cV^lR1b!Y|!jIXk*~W8Ht@zzid`+cpt1)a)A0%B{y>u*u{6FUMlqY
zDKZ#aRLm+~n$2Zsgcq#?k9Fk)f@7eA0&%oJ#m|JGiljAu4M8bO*HM(Bf7W+D6j>Y5
zYz%@}v)RD2Co+`X3t>>P`WnhmQ!Qg@TpktKpUACH0Ifz<vwsT>IM8<|aYX*W!!S`c
zOk6e8LZHG8OJ~l*U?qsT$T>0>zwd6%nS$LKMG^Zp4h!;VoO@qSg9eVJg8*3oA{9Jl
z7b92Lm|Gu#RkDa(6WTiXmcn`feS<ABxIM`sfIKCe$Z0g@wZvqv%Kyy+!`*VQ)V0hV
z`T9h2rds%lHm^$z{>qFLs&&|;KeE^{X916^kx3;{!T^m-x7<Zj<B*yfgAg=@wzxF%
z{*sm;32FVX*n5CL#hFU6^*YhA?RsfMPCH+F*lP0mE=!Qn9U=|VIIz>pLd>%M334Gr
z|DuAN-<m@~%FtBr8;dDy<5HkNj3?|AD2w3frywXE7wHd!U2l10Xq8%;_T!^SNnj?W
z6*&$5FzG!rHB1M-i0uunt0M6lDHT5Q68p^OMGUNo#zMe%>a)l^7_47fGk9)o^S&;e
ziee-ceYM+2iIJ%x?gEzITnbhdF?7#iD5giLdHQH2^2D!<>Ho&x9CwUvqZM)G6bk^F
zH0E_d&Ru61#5FuCN?p_M1xkS#>0g~@hm4o;?fJI@LSaZvf}*fBDG5JGVAiJS!bU`b
zVq%yFZg>c;fzA~w=kV1r%-*r~BHoIxV4uFmrRCy+SlMnajWqlB6^A7J_i&|9Ww}D2
zShH!{J^UB2n>!`YPzFNyz}=b(7x_;LkuSSnKXs{Bag9wO6s4lzEiqt1AGaR33gHK>
z1I@fe6UqivJJ0e5ky;uVCN)O0|4nd!ILG=h05-n+LNcKIOXg?XXLeG>00~s5UY*}l
z#yzf4sgW;X?Q2O%vI8*$-YBag@rCdR9@Zu|0qN12nz0n{ajB)$$LC)ZbTcSH>QRvP
z>v?f-7a3bCV<^v0MXUTvMmNA{r?$G(PRIr=0p*Yp_Zz6U&lo_^P^;$OY(*9mXmH@K
zT+pE;w!TatBeQMz+b|+f_9n;_OTlRLcl<UPLGX~Fg+>R3EWq!zEbjs^9^9ZtmD!Q&
z7D~Xz!vsj<e?);#x_#BNQuWr)0Fuz16*hrt7q`9ylft-&N^zl~kc;RKft9h>r>Q5f
z%}k*%HuN3_G)XM?!i~8kt5!vHS0iVNVSkxy0F&u}nJ+Db4ExA3G^&kQ@4J2TkfGc7
zWRxkckVj0CS6_)B59z{^DNAPT;*8L*s`kO4fg7NK<EC-isZX9c{_{&P2F@~rFP*8G
z|D>|j;3{qeWvzyTV+_=QXUg?67Q#ii+8H-!F2R=j4Gx9sPp?6>Pa9|&KpG4ZK!`Z3
z4v3LgLGu(hS=;9re%_nV_p;W9q$-`SrfZ0$`-iQ3qx0r!8x@L+(VYv%_V-LU7|d{=
zvr<EI{2EP@CiGeVpmZDuk>8=BO>`_M&86szX;GYb;3%bkfjz@K$;13gS8(xo-Z|Zx
zwCr_idASz7afbsp_9>b-_#HZep;6U`wrBV@{;ItgEll=DSZq}D`|JU%SM|-?%!;Io
zfo(pn{ZrX0j4!b2Ku--TMK<84@18|aA2Jh?%r|5`Fn6aa&1VU-A!K+8U$Dd!-j0}3
zwk!Ca!=IA)@>j<Hl@fvqu**|gZqR#_Q<f`V6fXmL0N3;B$|7fiscSnbsozf)9Y>$(
zo){#%xt=6?N@@S73gI|a;phFw(8RckG1jz_;gcP9-_PTj($h_rm_q9zF-9~=OcK2@
zk^DY$s@ghX?qd7_KFcb!&Eqfz@Y!s_zMxWX1!T@l!Cp)0o2F##ELmRxf6O_})OGEJ
zx_zz4v9UeVlYEpT!qK3dJ~s#jDp@A6ciV*DVz!Nx8z@m|I+vx$4}kr@(r6W(vq^|v
zqe@gm%ZVe0QadO!s`A3RH{3h3QUh^6IM~!eW3I~X==iROC7OSj-BqC?qZ?gq%Yh`q
z8O_3!fGZYu=M;<ZPxM_7!+Gj%VE(E5*zNwSx_gQV7b)P^aM5kifNpSJpACmXnr`O}
z`WGrTbM1UzM1+LCAvwBu18>kaRl?)(QWHI#E)Ny-TpE$1hT(Y*E=1Ca1g3aUB}6uZ
zKZ2e~Y4%;68hO?*u_I92uYlHUoEI^_&!7Im9`}6XQ-YCIIHc`J3Il2AYueG?c>tV~
zi%?EDPe{|kC22~CcAcgf#s3Zr+{gita7fY3{|4X!jr5(6{m-TzE*CwmK#tbYok7oy
zGPS<pjPKm4!D~HCZFsa|KN*Wwj&ROFZNXTKs3YCzeGZ~P2mFZgIcRZwWoZ5M$bnZ(
z)8QB7ZTQ0_UF>Hy1Fuq;_hqeQ^<h;Zts55&#P6px=Ue}Cm~D-le0nc^%D@}AqoCpT
zgaa}#j+mSORcVEi<LXUjPNirMJCwoD`yleS7eiNx#-8ufF2#gn&jSQT3ik_p6u%s-
zokqBbKKkD-5UN<9MnNpcB*c6V6UBso${6XuUl6@cKt72EEd}kJgUZ*OkgEy*wc$nr
zf{g!ood$Z!EKuhcDX5&x-y*C(#r$n;psc-tC7s4Q-{*Y5mH`c1N){v~MoS@rz)86-
z^F(1~0ExN47|TFx$lsbMP;#4p>2bVgrxe!vpyJD9Hp<+)NoDt+QZagXs`Pj6#5L+O
zC@4WljgM^FdRLiktUhU}Rdtwg>oz+%K6;y-o@aAvsF+xw18LAe$}t*g?x&@9LybG>
zznm+RWWW}uqZxeLc6(~=m3z+|$6MZ&Tpg75nC6GUjpno4VNRJg-Pv!q`?*+h89BO3
z>l5=-a_h-<Y3*Ln!{K%BKJ1ab`|F+hl?9t$--LHFBz-)Ljncl$mPIzNRYnuC<#mxs
zC$UF`fDz`X*6|~TUZW}U@NlN1f`q7$tl^k!?`sXl#~aT_YV&Gu^t}Cg0w;vt>&5@v
zc^zX=R_|fU%x`!htK(!|J13#}Vc4UpZhzdiWh`0?udA|x2R&i?gw&fN&Ofgx;Wc7t
zWj*{$*g>k0y5h43Ph*mxMl8A+^=*i>#+s_Ad&b;#df4_52HCg$oy&GMp%<;|l!K&p
z(}d>^R8Tgll;@4cJHxc;jtNzt?2i#e{;{daECIH(0lK$ViIs4ioBHr#U$e#)_hFJ5
zb1$>1;g>MWGE;1lM@zAxjbSwNgM4p&{B^9+9B2C4k?epxT9di;x;PGbloKeL^wJ6n
z;I*^pW*6wN2kTIjgxPDszDxmtUJ<`<NNC0JKf6OrCx3VSFKBxqEmuSN{!XO<(}g<9
zRkA-&)$(kCX{tvnmA3?vPTuDZ4liHh=djZ79BQAL>h|d!{Y4aWM{Z%rwd>C|74N!_
zwiT6YyASDFVYON3kr0+?iU+3aiuWeZEg}L)WAdF2u>5j0_;@1DftT2<u#`K7cRkLY
z(8XG)$A7s##w>nOHr!u)oM+?`m^iuo-fG(+E8{`4ZnMvr<FI+$cb#a>S)+-@v)_W9
zOEU-kttFBDL7y(L<dB};vgWIKb_oCnv4zXjnkgL`oc`K=o9>o_nw+J}O>NtX)P8Qm
z;A(ZOZBayfRs||8d|bcx{{(4U3K>37tZI+33B^W~arBu^>e4IcnNV6hjT5MS`dr`|
zjw8W*4CIJMHchYMSu(8CARR?g@uX-x*1U}0wzry3e@HB}^Xekh0WKF;i&z!YH-qxr
z#rD&*6|FqpU9j-(X(L17yM^Nvpq4`|I>2p&HUd*7F4%=1$=hP+Cc~}jIi16H1Ak|^
z_Xdwxt9ATh`kTRP#;IW?SqA)St>fa97L78oryJJ*R^c@Hu@T+kQoOv%lh&Z@c4iV-
zmXc0?jD|_Ru#?n{THjE7C~C=pn%d80Z;YZf+4ydjd!_WPgc|DQ{vYPE#%v%Z6j})e
z<u}W=6<lg91kEs~E_F{SxBY5@hc|;Oq`e(Q)i1JEzciW=zbu0`sP~#pAR|XNsNI!~
z|Cxu2_n%We9Sm5IO&{IG`sgSQ4W~!F+NL0pBIM59mD}t$Jjqx1eY$}TTz-wcFrN?D
zSBa-DUf%;tjBG;bc)mys-=#a}zG1y5xd|nB59|TRv#b8_>s^tsftl2_E(>37os~yP
zj<6$ozw?OnHxN=8#SlN5{v*kqQ*>NNtps$cfrmyGz%W;{Y+5pw970tI%TvseVam{f
z>g#^K(~`f~VOf!S;tuQW>O_e;RWB~Bww8#U4&#yy??5JA-O&B2y*ef#d2A4@e@iRv
zXd7N*=0lsj>{Oj=fZ6XO;`3y<*IxiP*96uqsZX1F*Nv5&w@<m*Ne;lalH0G(j28c?
zRUc?Zk5j5mGdY{PLN%$tXSH28{E;M%eL)eDLk|oBBYJSllOtrkSFfXT`s`|F?~xB~
z47tfu4`d|JPXdSVC%;{j@f`hd8&z#=bz=!wZ0$yJI0-Xio*cC(t1hWh`}}7k`d1&%
zh<hcv*3Y-OMxEa*6$cS`p#c{yzNKC^-92M9^@O>oMJ-T-9AgnlHPcbL>vy_*Sfa-j
zU#GB0b(Y!Wa$2O+@t%}b)c%>`4l2Arjfj95&VC>RRb=tH9el74v!3~h%8$D3YGsMl
zsKtNiSO;O)PHy#CmK$gx)X0m*sOTU`NNUKMVwf<mO;dMvNn0@(P#kf1PUCz{`gOke
zVmxZzJhL9N;TS2j4t_%NrSZB(f}?#{Eg9ll=(W?IyJ1I1TaWK1@gBiR+bNr>!;${b
zphR0*H_y$KaAKIj6u!v$e~GkV>lWc;+A2>=g@i1c%xOl-$et?rqgbht&M9l3{+ZJb
zEh+I`tJ~h5^J{rU_|Z!XfB_neQmah&AuMi17bva3rOHt1l`i2K)&BxHB^HDJ;gpCf
zWOUKgSKS+<A2A;AtX<(&Wut-Lr?S#P26gV``U2XqANs%CU+&Cl4wQc>E6R7nXv^wr
zeR^=DXoW(t!ph~7>(m2>to@UaW=*A3(RZ&Bk$gKxAD|7Y)1=2-`pk<C;f0XBSH6SR
zb3Y+QN--hs_uX?Fl*OJM^O|u-dHhNXpqSXn<^FBc#nVgml{ry1{n<cl%k#gP!u|wd
z0diA(!p82eL8b=}$~9Dz(3r$&q&+LOWVSS342sVkNQDI4u=*ff+@4YaJmXtouC_Lc
zc&V3@3{m1Y`C>tJoeYs>P&hsL5sMNoR3o&Bks*X})wcVJs-I-FB+BvV{9*Dz4IXN<
z9H&-+JmZ+Ul(AY8!ddsYVdw}74-W?q_TM6n2Cyk~4IL_DGw^M6IJ81Z8%s^?j^)t?
zr>|=4B0TF|>GwI7$EHSn)(QmjwmdeUzc5Nzcq!W#96uG(1>->Hb&)pka3VmwAQ15t
zs>{-pwKbSxcta*NEr7;L@HVDi6M>rHv{tPob^EkqoW!0Fs!iDDe%R6LV|*G}zTcNd
zizUYzT0s6?gcaP{+g`M`h3=E&B|^#QpiSi3)mmoq`l>j{TC$LoMNgLjTx;lLDR%v}
z(=jjWn5=(#FKztm3N-oRfK(N=#><OakYp<Cv8dNxGi%gGpYBE)v30(qzI4ZH!DFc9
zvZo+HC~p+H2ruf!Z}I0(uaMF*c0_G%L78^x2$d}+0QZ~zPF{C)?lGTaKA$6zyoVdV
zZ=X5F2li4494xjvzp8kwxnkj6W>sM7xy6+wT8w|`AHwi`w<@$Su`aJslI1?6!6Z9M
z<hr6s-rTdaxdD&!c)16dOXX$wQ=%cd22fbn;y5r6sIb2=S`Fg&)Fd7+y@8Uw2CGz)
zDbGsj>dcp$VKog{3>!h$ZuQ+VaC84QW>e9cW%JFO+~#MpY%tC=q{G30<E7~oy43f7
zfsx>&XH1+L&{_yC#MO+C;CbIbRkGZP_~n|sLlBbA)Z14I0{fTA=w$PuyIy3$cbt7B
zPeIM6D?kRd+TEjJGGco^dl^P@bD={9we8jDL3nLJBcx-H2=m=h?R6rqSE2WwNQW2j
zY!$6uXvOl0@G{tUDobh@$9or}eE;sq-~)0!Gjvn@kDi0#w}H#SBQSc)SU8z~8V|^s
z0O2g?2O2qC>P3BSsPP(oi*}&oxGDDGFcSp?vk*v{VWu*=MC1JaIuH#1+rl6XaxhfC
z>pphS)LEdL&0jvf-I%$kZS!zjRZvK0RG5#Qtp?Q*17MjXpvWPvg~1>ly%Q&M_d&82
z0%FszAi>E$Bpyjn`%e1FAoKOWKlLN8N0VojeQwT+n$k%eTGJ_OEyxFTV)}#~*Q0eO
zZL}JscBb#>n0aL){@Y^S?R|kA_cu-uyG-ib4wBLDY&p+qvt@v)q-J?uNqUmGc=mGH
zcHM2iT?dZ%XZI_<^kl=dXRAN;iQ7FtoX@^-uqD4XT~dr~RaO?wLVKZLjecg}gD}*8
zw^F~@6STMf<y5fJKwJ5Cbf>PBhnB44<s>$}f#$}b?*uD>vgt83jURG4@uLed<hmy3
zccUii>kfYqbl(HiUMd#r^xU^zH&DrPA40tBM;}nj$SU0qE~%tf`aiH;kHOh5t*@j}
zF1pW?dJl7vRj)VrRcEUoKvVP@IWjY1gxk%Nwe>d&)&~@>e&gE36m5>vBR5WW#uDm@
z?MtVJ-N+=GkLdrFfxtCb4LzR~#+Bfu6)2BBj;Xs4PaiX=Fo=((KfAO<ue$sIr|S3c
z=l0wzh0oqb2^9jJ$kH7-YHONKkv-rdNo1_bSgZ)VNMwP_)f4Q7;OtkJfzAuzqXf2h
zKGoEyyyloj2`oyDNp<QRS{{6tZsMZ|5*<DDz#H=nMLQA^PEwOg6%=g51Eb+O-QSXJ
zdCjulbBo#AgG7wXapWtoSa<A3KlPE@fEXcW(tl^FO~*SnCbWF?R-Xm(FDPF6tDL>P
zpS+J6Z{>Y{Cw9GjVfA2u8yod$yS<v#;y5zl*w>&sRuv*Q`ec3(nT5bn&!Oe6I3ehQ
z5aw-O!PG-a_HSK?1Y7MCI=%(cybUX^0;XPS%}pk9@iy7|j5TJCT)87f;>P^ZXh#Fy
z7+XKijhjH-oRpOh=h7)=W>}r?Og;GziSX1X{TfVf%ivsuuLa2q-He7`{iGOtZK2|v
zbjiI=E7JM~z-qtdSj@;a$yod3e9Rq#m=`PS>HdhFX_zqMzD69%YaQ(npp9!XLc|TR
z1{I?vJ=3cwDHV^$8>GmwqpB83f-5xilkg+L!OpNF<1WlZ(Jos`6wt7nbhu6Vgy8V&
zA--9)z+^FqrI;{o7${u*_OWq`NBO-2<YttT#Ys@p$cN)9zSlEL{=Uokx9fXBHJE7F
z*Hv*ZMxie)f@GKmbeg^arJ<}%3<8Q1G2T<dK@t7iwK-F3wQ85x-0ov$<z9c5MP!8`
z73`||@yaj0p%-Cc?}Yzqy}N-G;|%y=%PEwhRRxpmmO4RP`l8x*$`Y75(KB}YZAK!G
zw)pD^xxa`$5@@xozwGDF5*dBQYwwo{7gQF*$A?in(&z2U*enlFd=#>++0c`K+%coG
zrq5dB?Lbv&hwo_E>1!`vP}tX;k+Q?KG@P%UmiTq(&AF?>CLwKU92e#+@WB$fBj55z
z(LDxE2Z0VER>~{d=+`v$%ueHC#Qe60J~%tx*2c!!W7S+Q+R?A8s1Bl~#yEZgO&PN3
zVuLUtrZIHi#Wy3KWtQWi7397Y>QQGzQ%&y0EF>$meOjxfs1VN>(M+1`Rp;vwsgo%y
zmYXgsFa5OKwa+8Y!;U{u{8tgE+X~x`m%EibWd4p9A|0=j!CyNJZ-I#1;#InxA6SCq
zU>aj?nAC%-!lrdc>Dv~j1|6UfF<kP>bHgM09}rkOlvf0Q51@e0faA#xuyf&IS`j1j
zwCd1-55%i#!Diwi*aeM5{H9^V;+PlGwZ+87mwxPY0NHbJ1JKpt!5QjGPQEJGv$G|R
zpxKSGe6NN<Ij3{sqLsu&n@^cEhgnM!Bn1$>s|8+uVayWsp5UOZl!}qm2L;xO4kQVr
znXaH{Sv*4ETdGrW_<KS1E2)qnRuENhoSKsiY`*&g;G|LTKP72{4xMIbj*7w>rLfwE
zTAZuTXC^u0kafPu!oI5cyb#LLkk)9PfvQADJ)~;rDF(!Z*bCHRWU*kfG-z_O;#=iE
z7Y~uXqj06TeN5`Und0%|ahdg0PDQL@7*P+0@i(@mn!voZp|h}QRysDH*5@c$C}Nib
zcJo~JVO;2(e1F&^zTbPhTxK9V5I-Oyd<iao<#}qr5C8B29#wqy+L0~#3MOuPeXr|!
z6Fsu=W|UP^=I2ViE&zz7yCTsF;tiuS&M_AZ@)}S=Q{&n=C>86lxxhdWx#p;<jH~eA
zL@z`Q7>7YBE`t!p{3L74DvW<KL*`gTKnn20=qkgit1)Lm7g9A{vld`*E0aK?#28Y_
zTvKIC7oj7uGD!FL+ct@TLlOqX+)u~R@;*pq1~M60IgB~9>9aI-Nlu7pNZ7XIu@SKu
zZAN>YidNX-pQ-gLbH|3(Z4rxbOez%CmM+|r+0lPu$bzz(H$Sr*sw-8J^0jF$DN>j#
z4341gvC4TpXbV5UE0<kM(0#hX1sqEXoJ(usMvw!%rer;*E3gFg{Ve<R<05oX23unL
z>0vSM==T#)H@=xPNVu6&1~Oi)O2RI%8H%E-b&Qa!`Hw@#+hGR56Ur!_n;)_2#k5tZ
zN{%cnHWE_QzV98^ndhDdg~_^1%cc**tB?FnZ(C>t?tAOo{#_f?&{e;DoElzt=O6Fp
z#o|8sAU};U=sljvpSN@-%P-W1O86#yU(fsnG%0be4m~<ySHLJ^B+yszMJb~LWsD^c
zk;v<ooVYUAmS`})vOV7#vY{D2Dds{9=`wifaZ&<@XLK_e(j?5{s}b!Rgy*4MhIqyZ
zVVA}-JBcZJXa&->L11CvUD@}sYL)$kv9ieEUVmZ!N57SGaS=OGqx^`7WV$p_&85L;
zMXdW0KzYf=(2&w!SgFjw$;x;X$8(+9oDX_h&)e<tZDF*2iO4|fxxC4Wj)?V8ya}n^
zBW)ESxOCo4yEqV;YR5VF_lz+Hc26EwWOHDzhCbtwWK&TOWG@^vwM`>EVVEOYqey=X
zHXPJ1PgmVAM^1}YSXzP!@#F*53R9^wpoI^yR!>k1`*=q9<}FZTfpkyjDtL*}aoH{l
z4cMb4G0Ag1R?-wR^LEDGTIE@%)4J30WMiIu-r>C0wooZjrSq`fus~!ocwaT|eKDHt
zbM0_3@as#PcJ*du7lDKVRf=w;N{#3ebJ9-<h#Io(Rg!NXhkiBhgh|F|;T!~g&CnQi
z8A`3z3W0$LJr>NbZfx&a9sZsozgnR0ar8982#2(GOEJu;F>3hzXut7(07Zm|^b@&B
z<wxSfG2HTaWC-uZ_<j%4x8%R(whYK+o&AcV+Iz@BSt*!zR?iz|kpv^xgz$vu!q`7R
zw_;0iKJ}i#uQtI<EH+fy=WcW|`G7a_vyy#481+Q;B?r$T3>jrw&!Y&@twPNLw9`)?
zc0+>EgGDp~HjdO&d*srLQ@JmHjfl=-j#VF00d77Qpc}7G(V+@i08=$}zojrG8JW0~
z+Y$OsV(%;p+uM`|(jszeke;pU3$Zp`6z~uckWO;#%Tjqz)vS=JIomkudysZA=^IN0
zo$DQ%NVLTBcrb#;CuIMCHnp1^qBQb(Ip~^xZDZhdoP2v8&8~3K>+E{EVsB;e!AK~2
zk}7$UYJNI~?4q?cX6L`U8||1!a63<LGrZsj{|fApq83(&N^x6hff3i<2iu9tdE-ei
z0*iP$a0yrBD&D+d4AHcM-A4;cXHJET%_6W6;r!GKE7tye=tP!(#M51FAfuBnm$CuQ
z4ecJ>O$Q(GK)!np2P$U&Znu6k5}_c=FOwAOlGM*MEQ71sOEW@YYVUE08Cn~yr;fw_
zQB%sL?vRX>_^!)WpcZ{s-f*W}Z}$UExPYVnu8Jj%kcBo-JFLexSP1?d+!j9tpaxW!
zLQcM2WHS13>$}A!&lnkeK{$B$h+ww9m;bu)nQ9Ckj4cthMVK_AA6MHfwkalxYSL9_
zjkIOE4#_=^53}2k-Pi`pU@Q6-<HMOqgPBSF@HH(hAb12+kZ#v&X@&o0^x*ZT<5;g#
zts^t4gL{4D>Da@=rSpE{-2Gsw>yHn+_qp}$Im{?9H@!*+#x}O^J1SB*?Ob`=n+Kei
zhPsj^5@`^&HC=I1VBAL-tzE!zZPKjEdjETXbTmrLfc=-6xp<u&1i1-7QvRe<QJjd+
zk1?4qUwwze&Xc`XHnCnZ%gYhd!}y5IUt)9+b+LnJOl7i%qh{~1XNKz04`Qco)(&UX
z2)@_svYtt1JPD+2ZUfv*AC2KAj8p2d<j=n#mk_4&Oa^u*WdAuX<bR0V)qBqGdYysw
z_B?@AetRW)qjD~IeR;ddW`7-??0hqOs#pMZr#;@2gKHCZ7KqY>n+bPVOvjTVR^$^S
zVG0-7RCt&DOx+yt_JC?e{X7uOCeo0*QSO4TLy@PnCyW}E9F)okCgrkp%R&U=E-T~G
zps5@GO<5dJto$pd|KBobgUE^{K|1LqIGJ}VxLnp{MiIz`K5@b*`Oiq|e~|7AfdALh
z{r_J5EcmhCIY|`KpmJF6Mv_TaIc1Qw;NUjpU#h16UhGE>sPoqZxye%q-Xl_;9ZuPn
z_tIEKasTqJ!;gVF9)e=gh=11IdY;W*(+R!)UEPpGYu}j1*ye~o5!XG2@=c>wMBf24
z+KyKd2P}J_(bkQY{3rcVM-C{4Y%3Qf1rP#7m3=`R&!xPNvkS#UUGFc=+P<Z*f!`C>
z9MTZX+$AQ%=)mFk;BlBaYc}DX4dSKzm#^XfUxV}f23giofRA8eW9;bUU}9kXer0R;
z4S|)77(o1f!N|hK#>nxn+Z=!2=HVe`kTJ0_b22Ap<pkYRB4$u=voj%PP?tCSW@6+-
z%%J?;(CM!`lGX-hpg*Wt7=s>WXJIF1kT9_@Gj{@AGZHfh+gjN=DBBqrnIJHTm^fP)
znTR_WxDhi*+Blgw*x6bcIGGSTIeZ7bK*++$QNhGP*w)(4*2cufiI{_!LCnGm^cd*h
z_vb`RjBJffi23*s{{9wM@Y5+qa4;~ipE<9kW=KRK0tVf_;E*s#H~{_sT>NJc{xcK)
zvkLyR3jVVS{<8}HvkLyR3jW_-1$H<%qyfTU{{^;u2aNC7l8J?x{h!E^4e-AsOE$)T
zAWJ!7W?}}xccf?Y4hR3niAv%^|Mvi}Lc>HIOR;I)aUawE(567JRkWauTV!tvnNUgr
z6)jc)4PLPuOa&D>9vvJWGFC}I5fvI56ALmXuI)pZ_vHO5(fwfNL2BxKdB<IvOT{N<
z%THjgEkkH%Bsi2{LcMv^ca)Dpl{RNW0gS$2T-_*eU@;wJWH(mUbl^N}XDZL<DMSIw
z7p|YB8*b%aeT2sNI%C(th#M7FMyY1FF}JnA^xfLYs1?CB-E+0c**^P)`3Q`O0inRV
zF-jNT*!S}dt2WdPbOxu_!H#ht1PZ9)X<oqq3a5zuu1~_;NNClO6k}8XBxh-$Yq|^A
z5-eDjb4eX13rj|r8A;O3;|K27H{h^wRTtZ^@mtrQCWdM%&uRmGV-Yw`o0q}20}2*$
zyaCIXMX0J9a7<+nS2KV6FCS2vatz%=@O#_Kt%*&6e+-Ck4nGj0gs^@0OZmaS^T`6t
z2%ZD18;qzn7rGCSgcEhBPu0P%9x4Mg*C8_cgk!S*2i8OJ=jq$xU|&F>y7B?+yqu<Q
z)e;Qf4!*@M*j@}I<p9IfB9b9xh;2VCN2>smo8ht%L}mqvsc$no(;{#L_|1%kuiN*t
z-a@X(iZW-o(8CA*FvfZD5`Tw4F`;@JqQq;;D*kZ9k?;8s1hTmVccMC8WICmuzc~N=
z!NU_o;>_XeG?4RY&b4zsQnprlDiRAQpZs1Dopp)Km^)&SF>M*kh=T9+lusR{!WlvG
z$QEK{gUGlWJs~c#q_hLsVo=kKjsqr443)Qa1pQMG74COdX(q7Cy9o!9DF@7F6Vdoh
zg3Z0TyeXik3^D{ZTL5P+^m#?zr(^zOpTNVh-qCqyZMSU)t7(Tg!1Y5mYS><nP471Y
zx~;Dtv!v9K%lF0jNd}O!T*=x=)-i1(l9yw^Y=^j@vM^EqbPdt!r!(9{K~x#w^F7xE
zdqkh~cJw1}4%jjHGN-6FT@B9a0EZKhVSMPcfQ;s+E-Ib|eLuTzf>2ZmYE}D>jT%UN
zhCYn~_dxYFu?|BCRbd~C5DM|9^J}ACM^E)=*|$4$#ZBmLi1=P(nI)J@UJbSywy+3>
zBPE`j5`E}^-LT&@o|`Dsg4RWda_*<Z&B-(o1Ex&tQBH-<l`e@U22Q3g-=0{WZbM*%
zi6GdWFh64zVX3ltzuYDwQK-PoG5T7PjJU{SX83dy^N>cN9}=Nb6u`O|>ygv}Y+J^K
zq!7ZsfhpX({6GQQI9<564#+>qjv#>W4MGR2e|$6EvXd_v@t=L1<4@(#PG3y}Tdls2
zD(ZV~3@%)^^Th`IOzc61@`Z~D;G+R&&4G3Tq5)vpy3v|}nSf((V$9ko=%;S*7zCys
z`xsa`|GFH^1pl&4m=fs7O~U36g#Nk!Fx{Ummnfc4b^3&~WN<<P5^!IBM#7OAh9Kny
zm=mv{lJ%k2h_9l`_YuJh=f!#r36f)Q0yD%W$gqaK7ZA1t^9Vi0d>q0z#(M~&HBdm}
z4MOgXMjIS5Vgb10AV!dx!h&i8;$uWh_7L=9>PrFC0IVq<DT68CV>tU{rYO+VpGJTP
z`L!i5-+Y&I&Ps@+1Tm(OScvEZ%cfvBe#uWWI>G4lZP%2mla$kDWEZJZm9smuv!QuF
zdEjY9RrE9(WgBkjo7HsLkrNQf!8Ade1v&OV>=@dYHhZp$u3BruYIC34UAyvRK{5c<
zf-Pr}i2^pl`TZCM)ONHky#Clf695G^DTh$&;n|>=NWx;II7FL;%qed$*3rDtk3#%J
zDDoJmGjYUZDEBcKFw#R_`XslRkTD{0#<B76@rcqm(rD9|(qPgE(_C0a>&NQR>zC`J
z>ILgz%@NJZ%(>0=roD^v^H)TQCC$V?N+gS@3AjX_k*wjjin?RFTew5Ie|R*1G`dMX
z)H>9g@}Y{A*e2JB<E9C7ick^!Miv?8%~Z`a#F)bP2k_gB+PK8v(Cp8cL@)I~$zXFl
zV-{ofC8g1a9V86oc#e2*j8vM~(wNdLix7*b)I^Qgr6A6P2e@mKeep46S}1ILY%*-3
zB+MkGB(@}b)r7AB^S<-xx5SpXmar$>Y@iC=>9|^`T9hka8*LgjoUxs;oXzfde+T|{
zSsLU}K(R+*jzW#1jlw7JCy>r~&T!A@%s9&Un(>l>sNJsJs@<uLt39s`sV)6~koFe9
zaV%M)w!mVvEM}HvF*D0zW@cuVEM{43F*7qWGcz+YOBT~>UC+$k`Db_EAMv8QvQD1N
ztfZ4&(Uo7ETIF9ATJ2h0TCH0p;#9#k#pOs>NoU~1;bdsFXjN-nZ^dY3aS3{)b)R;>
zb9Z|bdu)E#e*k-sd?0#|zG}FdfV6=;g#HAz3(W{60aFca^#vAr6vYDd1;3X%mkgOu
z0e_a7kz$n0;u|)VyH=yR%a52|(gMk$lwy|fpOYabKOcg3Lux}tL!d*{g3rH{A>*Lt
ze4assLF6F6<F(+^;9vdzQt49m5c?^?KS{7vFt3+FG&(n8*J=o9$XL#W9Ii;GNUuoC
zG_1DR!P_CrAre+dNRm`0UnSp~!K!9|zjBNuCCK2&@YX=zfWmNN&~{LDm}F#b*drb-
z&N*Qs-V6U-oKKNJFiT=9k1#a5Nv~SZZ<~e0l*BrZKhJoW*ie7(b=YxOThTzlU2(jS
zQ`u0lPL8W|xwyGFzg$SRL@q@MP4QlVMh<UUXQpzFHTz2DOF>aZlXi`)y=~}nd?6J}
zz57)39Q1s1DN~)IUdhFLb=l5xO6}0{LES(-l;zE;lhsOML?ygxf#5+|`Oosm^Y3e-
zT;y%|Z4|B<w<y2KpBiq_0I!%MMz2NB4kQi42wW4Q6p|7u2p0-x!Fa|}#+*nlOg?2Y
zrRz&lOEgM>Pr6F^k)oJ5mRyoTme`;^sm`jBTJK^`ZYf%2QQ57Mq`s%pR*hN%UsGNO
z%xuKW#!OU?RNrEGvAA_+aRz<1zCy8lQRB7Qd0aWNRo&B?)2<)CBTgn-U{auDEM$yu
z0DS<4CXn!jTEG0d9I8BW&1Ds2?RXXHeEb}3?VujZa$@CeTwso9PTwY|H-d`;_iT3w
zqx$BYx?giwlZDGRojN^%OL>ra7wI}RAxSxEp|rv0Ui2c8yP3O*d!~K4oy?u=wf0r&
zLGsc3`QSks;_%Zh#ONo?PwDV4m<E^*%q9ejqz`hJYCpwA9KX`dGSqU1kx;Uha%teZ
zOS@?MO9-0vE}m1h+&E3hQGP`uiW<a;a+I~WlrNxAqkoe5oswut7eL3OpQdkpuDkxF
zzJNlCotn#vex3ELTkBNoqOI)N{~l-Yo|KPf%bhU#FmAC~+rVr1%~_OGbPvJ=;S-)q
zbm=d5!p8x=1V1?P7jjYZogfK##eDi)Ik_Nsa~$rJK)~BFPNbBjc;enDddPAZ<Ovvf
z?Du}&M~&x%2*X5_<J@q}r{%>v?z6tREM9e4q@7-W871464m(iUo85)pGuj2b=RNNJ
zt2W8|spxXd6xjeYCCsr@a5}rE*`7n^kq`fC_c396_V4Tfy^QTQhGyg9@#~B+&K3vi
z%hj73(gSm`Uh!-3t30~Ai;>h3T#d;_8QZ7>z5Tv9aovRe;j@tyidl+p)Hj;r#k~qb
z%2L`_jni&(mu8xA7ITkg5yzwEn`*!75Ei&95Y{Ujr(ETCjOM7S)W0{VS{u*eGublL
z)B)G&J6bt<-0t6&!KuMDTnw%?&3;`~aY=Z!Qu<;kFE*oQ?|!2pE;usE_3pM))}p3e
z-&D_K-e7)lUU}%^vhm=#0@?;KhERvc%)NYF*e;(_b62&zlT1BVz9OxVv3jm_Qhp?R
zQFJnQYI(S_yf9la<8@KAHS;_%n$Cq=iF=6Ufa%V?OUHP(dhj?K`U_1vNIx(^o3yRF
zZ5Uk_a|mw_i|Pl}ZL_O{<>@(A4~wQX&U!ocJ?=Z}XSS+q>OHO_kGI@SgTB~lg`L_f
zhl`*yymgPThepnrr{G8VDdVAuhW10xqh!Z4kNdc5$Fr5Fi`5O9SDD8tc4H0}c0Bfu
z)?ZgK&&H40{o8&d33)?%izwY<UBv*7i6&ILVxE6to^TNP`l$g3x&obt2dG^W#CsPU
z$eiXSU*{pstIWJ}!tm2E?`hZ|0Uq7iAzvw|6dDcRCV|})<h0q0>I_6o1j8)DIPFOF
zLv?(0xV?ydzb(@Z?RE2I+?5yF>bF?J7eRm3S*_E;2YpfeJjydNdprArQ{UEH-!#2w
zxx8!dZ$gr?9zjBZMq}|T>Y~e-E1Ztgjuj_u^!S*?7(cM^Sc({Mn1m?>sU%B%OKU8w
zmbe?9k2<#sPYrgkkL_mbhR>>=Q_gB|VL0NQfu+^x8xl$z(j(h0sCl%#?7Rgw=kc?2
zh+Qai*?wy*c3pZyuB>4qXNl<TCKPrZ<|ke+rg8<_5?ooijoq1&6_OR7El5mr=tP~`
zO|p<2PiD=o_86M7%&5~h(?dkIa<l(9m7j0ev0u6&+qc`dOSrBgTY_QEpl3VNZ0sn^
zY&@2@SsFM<Ps5|eph%;Bw*B1Jt3|Du<+YSUe<yZ6ho$H-r(MCYA=7?jLvej~l^n7h
z*z9&|2}k98&bZ#LzNRpxu`K6KQ^AyDsqH2c)Z<YHp@D#k7r}LW)cW37cCsGRe}0_q
zyFSS6=PCC-QxGum0<HjI>n9+vH=(a}2)`4A*ZG+DWM)U~reN;yayvy=RuySI-d=|%
zJWxWGN{YI%*S_)6{$twHPVacK_T_hP&~>CP!!Uz=Mlp|@m+qUL+q~1=>w?DyYscDq
z`Yn+~1m^|B!Bnr@K=JDG^3y{o{sJvuArgB)TZDLb3sP-xH6v0jl0(WNiikS;DSBHH
zQqn{<W0h15gRO~8bklUB^;OvQ)D;Dc1)2mBJI!kAQQlxGdRk+qe{pV7Y=J|n#Q6S6
zwWggsw90qgyt3i*Z?eTnW`@VNn9__JR*zLE6=N-uvIAl)f;8gq$$S-CWct}q9YxVe
zQB5%c4TgzxxF>=se)U18a%VHx^w^QChO7mRy-nbaY|U6!3s<!3TkQ-^%IOD8b|uOM
z&OsBF8-yKgZ`8ohKEHh!_}aSQ2vD*DbXB*8KF6-%BCm;b4ek~C9G1`(RcX0}Z6j}g
zzrViNk<yViSdQG_$@qQ8YkYm{_k+AD$SF4&k6EHdg3K6uu+?VwZE8wCqh>#X#$Y1t
zA)O)RncSN6{bnemAW_O3H4sIU@|>H&)9Goo<)%VhEA}pqt98<$>PpV|v0$V-j-wn|
z(?fR5Y3#`rbF~fCdSvcl7IprXW%Im{@x0ls@JP>IUwo!*q-<aXX<45m`rMf7tEbA-
zp~OMez?3Guv_VVNS`QbCE5ozz(^)zu7XxM`)^E%Z&-Cl<OPg--4rOp6P9lb!+X{rp
zruHZgarbA>R?F;%we$PtnBOrI`C<k4UXU+`3|}tEf7|ya{9O835o=AivE$i04mO@b
zNlU%@V*2~$D*Ji6Aa5PzX>RNGDgpTHC)hRiPU!X&Whrbu1X^Umfb<t?L{O7mQ&dxq
zqw(p1=u?bXbPV)^BrV#8N`=b(N|MTF`$c;*dr{jO`-)46tGgSfD`luyXjJGum;<X}
zBvF*`&qSeEqL895v8U1O6gcGi&8jM>L>yEs#P2d$d{@<SK6cR|1;zQ8T4lmq(mjeX
z>NkDydQ=%@V#_XPQ<hBZs?ETzflu4u5`mqUEmOHynL{`;?hM-YbT@RNAmUgQzKSWg
zd{_+X)GG*1l6P$Iz!7Rv#09bkCDhLvV{40RS}h6I2tgO`eK^j}q-XS(#IAQyp{>4c
z4NsHLu+Li8D`yp39Y~YdiO9KFu)ga2@cx+ox;^aO2;UFCzpQGC+WK9bhI~ya#G3-6
zQ`Z;LkGZ?NXu>+cnE1@o+F-ZQ^=UzHsQ2;JQj`tiB?b;btiT2*TO6#22R^cZOSEE~
zHCmKA+b-6|;bF0^G;F79iIhx5YIR~MogoG*qadNei~bDx%0XyLknSEMuO|6`aiS!C
zFhMLHN_(??&^@?5HQ)F1IPn=px-x>YW|^m}<zC>f<h?qX)%{%cT+<vH6D-sAxfoLt
zqg&l+hjV^i(V64(vd0z#IKnF)&Qa@|OQm_8da<$F#ZdcHf!IU@ygRO)ixv;%3%#}A
z8&glpV(@5DqxAg7KH6E~&U*{Ium{<uu2VATjl@CDWhyv+3o6hR2awG)h>kc&r|cIU
zcxB))Q50TZgjWwQd?1*gv<JIDzP!+dof0!hjXk435JZA7_E082J?Y{Yfa&t(B5Ee$
z2@wkGaxeOX=_7{G3gPYevBB1~dX6G}^Hs~bGGSx)C(&!r5va;rL}Nuw1sfe)zJ%05
z%kZ}**@WEp-|;^X)YXHmN)P1S;g^@H5j6kqmhR*;o?M=aD}M2PLkNi|FNT|em7cL%
zf-D7!_RJ_*$4MXHn$@Ujq_|71r#_%8d@bE0l_>ekMA8JwxZ;527*}6Rf5{-nxO4o5
zIIqxV!KOzRr*4MiH$s=Fglv|+>Rth2N@BxY5xJUaP<m(Pj3~+2n_mkGI`WB%?%58i
zY?>sza~hITX__9AJ2Cr*@t$SlWjM=cE4YUaC-8tb)lOi65OJ;^{LB|*z_fRTVHVe=
zKruH@p<U5v5qfrxASOdGW=Z(8U~hGH9)s(^f$YS7v3#H^bbj}AM09+z={(p$r$au7
z|DZ6am+0*BZly1#A1mhISbCa%a;1KMN9uoZAdV?9E?LFN=*7z7VJ|fBc|-qHwW20t
zH*B{I1u|`(vYNBzL_=e!sd`Ji8s(t;t3tRYkC(YIm8OT{PJ~gCQWxO9LZbPbE862`
zqB@9J`*$1r&C~A6+kN^>XogC=#v{1r*HLroQYs_LIVv9YrW&;;3Oz{=k9XdAb9hQ`
zw4Xg{e(;qbxRv$4AglQ>3L&^Ettvxo@UMTeZ9`CikW@lnqWblT=upxjkD5wg?ZXTQ
zsbxM-nmK?d4WCveEy82_&h(%4t#y@cI$lCtMM6q^V(A9!X355-3wlTw3MCCP3Y<re
zc!W-)SffgWl0VFdViY|<KSaNym7s5?b7H_?sH3&kw=$yBIWln6!SP8tLUKb5VjR#P
zU(>+WU|Mxrz4)>1BHC)`-t7M6WeH^87uJ`EpCusD5*m35Z4c@7tCR9eqkl$jdu$?O
zD6B1mRQ%Tg{E6(&QV|6Wg=9Hgxg&+P0w?J<`JKFd7OKE9=w+uB5XWo>a#!G|a&XeX
zWT9{Un53lnEu%<d6Y89msdf8xbk%Ty7quEeF%dtcn#K<_k~KS;ORS`?U8?1Elw*w}
z6Mi;iNT**|c38a!d+*^#=<Fd5OeR*&Y*Bs2`<fcnFH1L-pci;g+o#%ReCCmkpPpFh
z_2T``mmfPmTgd4Cv?XyGRjc2sYPmGTR{jH=tWL@l#SFzfJ&rw+s!1EwKI(pY4Z1??
zj)F)LXTjBKbWN#rP5Hess%oe*VA{3H<H_eO2TL<#?Ry*1D^I!yPO3XMH|Oo~fcY-m
z8S4til<3US3&t%C#s&?wKcy2*L1}H-+e2L=_ZxcSQ<83-D5?dhQ{`I{&~+EnBp5e7
zV<odefXpwDT(C#)txj~kY+5wBp05mMf%%zKhu=y^d-bs@DOkBQz^x!@0(iXf2rP(V
z5rcbewiz%bll9bKO9NmhF{anD7IHg;t4Z37MU0S*EOf7Rl8w2?2}iE|nZm+*mBz~_
z-a?2X<h^TBPS6|BBDpIV@vt`N-+%I^Z9-+q=#EH26KZ6;OntAa*w!X)7cUoM82o89
zA9ouo9!;ZEDDPhUTQfj-PJ&9cO)|zaG-#g5668h6a(X2<Lw`_L!EoEE-(ubP$1?ls
z{E*g=?&8o|)5zTH*^v`ZWCjO<E8#9=1u&lD2BBB7Hz;3iS6-IV7Jha-5-thi8Y&jf
zLCw9ro~qocPuFf7@+g7cw;A2N+QHw(Nm9c3k$E@?Bc4$)@da`3b(!10#|f9W#f|4C
z)~Ke)Et_;)s%lp2w^j3Y;?}?I96y~zvq-HIu1giF7KvLUcFef3G^v&uHrExd?Q`FC
zr3ptx8a9(QPyBAatKmAs8^omdYG-!eiyIr9JvpqJYZ&@+*s?1+I@^V?82N0>?Zy0t
z#G?Lkd)RPz5x9ZosgYij?#6~k%hQ2aL;E_jV?2@FrMHJ<O0HMrrRvzE^LP@nBsMgB
zUA%KVr+rAXpshUri>aV)WcDiZw|wBOm<#^zr^*-B=K4ELY@lu^Af=jx`FQd9c_ne(
z>MLmP_+K0EXEJeDmptCt3ktL3T)za{-Vd&Lbl=BR|8o=Luf2(nO$=swx_@nAFtPk&
z6GI&Uum}k7>)IO{;QzI=A&0N|&z%m2zio8<VP<3ifQ&spjijN0sV={@3%>ftUI;TC
zJw6K?z2*lZ;|QQ#81ZSuO%3ev)$!^7+7+SuKyl>o>Hnf{pqc(`m1us@FaJPzm_PD;
zwD5z~`BRaAu7j?HwJ|=;pBg_}0swcE4DIYqt*!8B=%^Y0R{rm(&!6H#)_`{W7ucf!
zz;ga1e020rqLQ+xqP!Y~h@pj(p@XTuu9V>iy7Q4HXlSo*XKLeMZ3oT#kBYxr0e~G-
zD?ocBb@k<}Ep@H_OCw}zXYU|jqHBlGKo3BTbpH{drvq#S{e=?!H4-eW&>v&<@u8!o
z{Ugu=fTWM(BSz1{iqF6bh<}_J81R_@T+{z@K>suCBmbYP{Rx>FS@D@!nebWY0h2<@
z2uNdMVZ>(v)bgSEsEvv4qsEW&tSodNT4)x)#DA0ngn*JC(qCl&`DyXl=s)<XKdFDO
zhlzm&z*7O*`L{DY8#DAr$&YK(f7AvzK5F|ovoigoPao+Y<p9TD{RE5!10B<!z5-+x
zCP3`~i(#Urg=S>^dyW4O^1p`u|KS>dQ2>1Y*DL)sv5bHL`#Ang>A#uzf3By0H@83L
zC#7o%FvS1CJS}vM?f<f~kCOa=B?zrf#RgbXRE(^2_;hTnECB0bVF4^fQNa2!)#tM^
zwlD-Vg@(^w{{uv0V*;4yhkbuUsQxlh0bQFvlp8b)9bo0kI~ZCj0rGu7bGm<-JUxJ3
zQ~3u7$3zE!;y$v7-~;A{hR@0P4=l&{0n171y8MX&=9>xnucZW_-VEsh)&ppQ+}{@L
zUy6S&_<z88%uIh}`Uk5A=nOL*z!3kh+}xfUjE(w%<Nmug&?iW5eBRbz7HZsHKOhlA
zY2Qr&;_o4--^H>8<q(cdWs3}cST5DA%_`yy)GHL&(g)XsG!(56N38X#vRPV$tXXhM
zr7cR)E7qtQpPEH8TE$px+qQ<ES;Qc&UaZ1gW;GTS+>SdK4Y4)8w>93s9C(a-y@l4W
ztl6a=EwSb6fC@|FwMU71nYmxLM6SEe(`4KT+d61??F7%<-V|WSJEgKZKHpyds0paj
z7}&n*8Q8VIqrkoiZN$&G!NnE`Etps*%_w>M{D4z1j$P(e(S)_|e))TA<@lzig!O*I
z=Ha*P<J)lwtJA8>{(jBv4Rl0;RqK(<t0#Bp%~`|t4jlDHS0b>y4(Bkg!I(u9c@n<I
zjv@M2j!v3{_5m&)=)O1Cth#Gb7II!ReQ7H;L5Mq+35SSxv(|liukT4cruH~~{>oLg
z$vReJUmo64pD2(>kCL7S4v}hzAL!E&6REm7!j6hdJCQ~QMjQLmbhP_fR+zQbz@x<W
z#VF~{@gCP=BDP5K`=HYGU_t6Dp_n7HOzTD+d_#@`&=R4v$;jeWZe~xvq`q&hB58ZP
zPt)FLfY*ft_@(j2{eBjfg4f;-vLPh4CBW?ziTWL>CFd{fJRV~I2J;59GeG?y{2Ce*
zsVNtjN7T;hsY`v<(d#sp-g|Jq)S2hQwy=Epu&ROK66+5Uxp@a;-+7tN4vw8CeuT1`
zD<<_oLry4PGgFf=4%b2r2RqRO0{lLhS5RO?!^L$9Jvz2kp3fx4M^{BNQwlyNY3p7Q
zRdosipPATV<72Ze@$(Zkm&cax2?%Rc`A;8`@nf`3^0geuNXjdpBGo4|Uf9M%Uvxy!
zOnoc##*~;ZEk?q;qTXMp-jYR@F2SRY=OO#rTz?hB2rge!2hUzg2`)cH2%2f+IK+rZ
zW-f^kTDrMKg>>*`nj_)5U_oWXkhq^)5?ibj>yB8*S2~7UA)12LDT#L9Ig55jI1}m~
za75cYW9Fq0pMs2?5$oP3`$K3XEGAF!cOR6~sov2nUv?<&ro#~)SXWXu&;>#^WKgIi
zQz&^w+-SbMma4N`X}=czGO+E`@&?@mZUiR82RQ_H0P=O{u-Q1K@gG>qy`+jqOz*FP
zeqih0(2MEpke6Y=I!{wb)sb(k*L>jVw8cBmGCtSWU8UK4V(ueD960Y;9OCb0T#@4m
zJRIb>)I?c`vGDdt2(P>-e}i?gH6RMXVCG%OyEtkxUF}G_^^wNAFdX}h(+|EyWrUQh
z!qAWT=3xZ-?tI0gFM#BY&@0b|Kx@!NDn;Hqk-myJu~(YKtCP=zVy<VF&*v~lkCSe~
zmuzY%WTa;)r;}h6%}qHvY%v;9<;SMVVNb`>kGuaJ`mzS7pO3T}5k?;wSP&TNon0lY
z@AFekX-u9<vY`sviIM7jj~!)XtE>Tul2Kb}_tP)6CxWc5@W}TdJcKGL3v`7Dk=TeT
zI!_-j^-GwTZh|fNE#U9pZ3VCN_fX;_Zy)oqlDW%073>9Xy!VgxTT<RdIV#$Ojc3kg
z)22Pd?v-6X9xkelq{ri7p3`z#xKzz8sxd`ibXYH&y0%%?pULlY?F)}>RHIV~#J|Qj
zlq#M$TQ)4;-c`T0M1<|6?&uDTjFTROk4LiNnJ(1Q)O&sU4f%`VU;{B-U|FeVCw3&t
zb9%52DE#x|AvC@R2FthgPQ@L=M2PU@3VPzjDAnD*+E8k<68l@2Z_Sx{V$GSopow4z
zg|z(PmqPiW5E8&O<T~4E<{P_97H9sKS8<WhXv$*U3zv&;a~WUHgE|s*$=WO+Uhecq
zcy)C{dg&#^LU)jEFcVZEV14^>&?CEbOgPQ39lESAPG#%sI3serxx7z+4Q}s&a6fT^
zxFB6B@{aiMp*&}xzku?x;_F_4grcFI1faP3^ubVS>3l?0T06JFP-!Y%eEL@Yl5}OO
z68IJ)fsuxdU{k%(Ge4n2i~>u6SV5#hXnf)XZ-jNh#s7RqukuQl8IcD<iK0^kBo3zX
zty2y-9=cM&`|qmi(R_j)S$TC+j4WPUsw#}>ZDa+mG_Ak_I5B=o-b_M9J`fZ-t3C%t
zt3DSHZm}IG{rr(td6eoktu8Y<NIhB-K`O0O<p2$7=mT({cZ!XaAMsxKL)Z>(AeP^-
zxva3sB%;iWtC5)M0-vXg%zD4ZzRjth13dlUb`5zMPLOh@3(gx|h&I~R_V!=5>*#V~
zVof}Q_FXOaX?GADz?5!udNpq&d;0%O)H>Uv>fZ3RACwHf6sDvwT#@Vk7F!8TQpyii
zBJ<yi%pYmIrk+4Z%Hr_xN7csioC`5DKf$d6F5BrE>niA(S(|!LDR|s&5YAuHE;byt
zZ`FgWT8?0MN_e!-3^(FU*d-Y27)=PV%zYed8B24(j?Dl<C%c*s4pn6Ys){fSKsP@H
za$@o?HNH)7(jZdui9=D1;v`sjh!*1fEGK>xGA8<238&k3LFVB;Ltlz^(@jK&U#U~s
zdS|+>@h<}Qge#v`7}cZCZ0Nk<hgpH9rZ$=gD?QkDHbV|5rK%}>GU_F*kr&5%-~84T
z&e`mRE}WK9nk6~J2Ygym+WMWZzUjq8$Rcj?!nf3b+pTeSmdML9@|4fKK<}&d2XS_E
zH#+frCLD`jaRm4BH@qz<ski|fjJ_PsiYQ>v9IF(zDrsZv=kV{)tb*q0Y6A(aXeWp4
zt{Jpey}Kou2mQPU#I-pNe2z_AU2-8c3v8qluA!+HSR!{y%Ucl`s0BA!0_@7fTLFGJ
z2h@g{sSNtt%=_P!{Ln@Qx^lr7>np+N(mPU1ZgH1dd*By+KNO+bD7M;$TYl7#PvSs3
zLP(5h>=p0cpd^@Snf|^z{fbQH)+&_8Nqw40$1}OUp?&1g!a?!+dWIu>uk_6=QYfdT
zpnl(@{bjyrjS+X``Sr1?Xe}4C9u02*UzzGlf^EomY{(s<LqBn)MoL9I2U$2XP|~SP
z#4^<{Jj{g=$bkal-8DE|T5C3v!9h5kx0p60i$R^(r{N1{-U8`q-uMQ^F^0u{5{__5
z$N2I%1|Q<DB6#{azI^sU1&F^ZrLN=fX_w1^c)yO}uK*jI@sbFdeha}Cj1?9gUmA2x
zRKP+$=B1WVL@o{yN|YGCoY$c~J%?X8P3uY9+G;J__R@S7k*}pihE!m{t)fr+Hh$Oq
z2=n%4rL9hT28G68+EC_ZQtn0gOHznxUcr=d%|mk@WvM#D;6&9UW&uC)TaZPO0g+x9
zEf5-KR6li&fi~tK|IDud@ajokRDcMoYJv{~XOQJX$@uTeP($>D;HKPCq+S$EzU4_?
zq=oQlRV2A%{})j+HdP3=(G>I1l%7_=`F{*z95w-N(n@~)fZ3+2ngzMb{)t|_njlN}
zE!P(Cdkgdet%~}&RL3xw_9_1Yx-aI%6*E+@FJA}{+S_60TI7$59gPaTMQ`%aJyiGX
z(KxWCUS(Uqu<Hgw6xTeSH)WZ;>$IYOy%5>Uzroe*M;`>g(XY2jD3Q#QyN-+?m(XM0
zoCw)(BMRVZ(^B?iXR(>YPi!!3?w7mMF?60+4&x9fah{$LyMm~z&Ge>5u{ksid9m}C
z_jL)W9McKyZ+@B*vDE;JGACjAH8)0p1;!~!a#hw_rm%d}<)*@DJO=Q!0y=L&owC!S
z<))a3S?&>xmJk1G-Cl8L`gW$~bU+j-A;L}3U9RLma#=HA$dgl@@yQC59oXbZ<S;JR
zJ`8lSMQgqZmwkc7p*(2(cJf06`1L&0Ku9~uvgi7{QpK}#emjv02sP93%P#+yl+LB*
z8X6*+k<Zk=C$?ckjW{UA)R~pakInIUv-v7CO3AZRAYN5>1p+(cT`q+zR?fZ9T3*y<
zL0STHM+&#Rb7;lqQbGM^{DO_T*>~R4SWd*QeJ)<BW~ejeu&Ffcj5A9O6%!{GXzjqZ
ze9oVD;h7xBvg=(9F^ETG$Kkd|H`CE+M-&6Flup5KtrSrHw=bk%vC3NEw^d@LVo<$b
zwxt9+=myv^Z{iQw|8Z;Lb>wBJjSrX~WsM)~kgMb%WCY8OQyH6539bUAV8`UJ$uS61
zCNQ35*riYywLr2$sje?#nGIoM{qo)$W@LNUtdCMqbTAn~^$ZPft;?>SegnOVh&yat
z;_QD-5W^PxrH_A6FJc#L=hVmNJ{6B<-N_=;-oUxm+*wh=398C(rs-OF`AZwHHu;f5
z|A-H-b+@Q(B^I7R1^B*t;N!^jf?R}YptFuBku5&HSPy?G@TUU{#V%ztHqUw&7xiXS
zzBo*tudA%wb8hc=9!{PMdBWThu8NiLhkzfmdc8XKLD@*dW4^DTU4n=ZqO_k?Ykn(&
zqcKccfG3af)?k=0gN_+xF2ORU_!#|BGX5pXkbbwp8WAZs_t(x^#@FnCscL~G-o+O$
zO^vsS*X7v@e2vxRF;w}E!L9a3T$IMRlmB;-<oQaQWTl>t=W?2!A8<FPG7x_i;U!M?
z{7EjWtxHThPf$4Hh|_Nr=6D;lC##?5Gr2-s!C>Lkq!VvRiKH1how7h26-4P1TVp&T
zQ_qD`J9@xD0lL+-WU-L`X5*O2a4>jIIY2tx#phPKd9%-cI&U)0!$?%y$i5l~0*&j(
zu{9ylpo;MOpy1~0yjx*nk~`E;n3Of~mQ7CG?Ebk~z{tFCWakWCeZVjSVcxz1;dcA}
zE9B4;3;g`-C{0yS;7IL=+HZmFx4_=lUyXQ3_X69VBC80&&jhwS#OFbOS4!vepRBR=
zVh4ry>FV1qs$est{x@RlpR^hIsP9V{?AM(mqG-5?r9mDuDv`G6_LHowT^leecm^#u
z;bKBg&+fp>pZz{-X`@D$$nUlp3)!EnUTh%YB%h6+7lCu-tv#lz24$wEj#}-2ixcBr
z8urZ3^HL)X2aRQ{@w}f-U)^gSz}$@)xEYn`mCHZ)xrM$|R>XQo9&q`HEw8Ps#&4I_
zf_HKQ-_k<IB5p3@$C)ws47L$Qrj&d07_Oav4Ya*BIucq`k*ZDp^(lkRK9I*{U*e3!
zv<$!W4aDaK_>^Z-jUa50uPFSQ;ya?!1T$>or%lCfD+W#KbS4Uydc;cO$D0P2j@PB-
zNCfGt+1;V#_ifqsw!4Fu7>dUWcL-MUcnOeqwy?UNWug(`$PvK?+3~svcI@`Ux5=3E
z*;Xo{YER68FeII<I`B3~HXNIrn}nNmoraw^K*L#d*lE!d0|pshXm&za?(5*iE5xnD
zxA?^Cf%+ko-yk^%1ATu*!=Fwia;6b*PA29W_aur=GaT$Pt`Xan@)V}X(DV>a#qukZ
zdOSaP-J@(rl+DyBKWJDrZ{p$%qc#ib8%vMB6(zLx2|mwzzEvsDMi}HOY%j&Nsw|`8
zEL$T|wun7iDwQeqDW5+!jmIHT%%<#6Ry{Re8moK>Trxdo7-GL1rhC~~gYrdAh1}^a
z`?AVB$7Y>98Uv<o&KBbe%qr<)d5xJu+nRZl#HqCU=*BR#IDUW5{tngS+ns_Xjc|J5
z*y45%Cy~0(Lvcps=2pSO!}epNYTECfw1VP+ex~3#By=X}q!W`e#^Q9Rl1`2Pjk?&Y
zh|wZ$kib%w%2Hrld4%q0!_sgQRZMfn(p>YPY_ndc7)@79)+Z}h>*^{fXkT1PnKNMm
zU3opV#oT!Sjhl<4w?{n^0T!n)aP-?&M4bD5H{PgM1hcVE_`~NeX$DZTT0e2$JV;WF
zsQJhgt}o_vN8r)*OR-G4z=7{WVBAXT+YQh(rMr*wMaqQ<yv#Nj%)bo02p1Y=k;qn&
zzZWj&TYa6Y)5Y$A1QGhNCk?gy^TAy3g^BPD^Rrj@&kmtpZKCap&sPioQe*uk$8OV%
zZGtE%V@}Tye4VM?CGj+sZ0dbMuNa_KICrukyp@?B>!Zlbshvvp*B=)<Gxwr#al1#R
zcrNyIzVPXaDC_&_%BP;lEt~$>mLzC)H(vC1KR$M~lHY9fByfa77Lqr^z_l-8UFubS
zdh9g;K`MN~KEE>e>v`>0ON1o}q2Ur@l;myZ@+WEsAT^jmo7rF7g>e!%G-?YanY6Vw
zB<Hno9=v3PPhFFPmM}1N&j#VM)G#zMUWxl_!A0qvt<XjrvpZ3?^uMh{Dmc&%MOOoP
z#w`x7fWUHtz}PIcfANw>l^F*$mod)CGcF0E#||nA;h~kGVkLd;Xq{yG>cn0LQxKt;
z-%_fLh)rRA8=*$T#ch546ywuvBET#=T9B<Kub2=XVkSv1cPxhpEEa6Mm|+^-q0kZp
znT~Xxc~F2a$&t=d*@pFlm~G^ic&G`?rHD29tMx8{YIpM!CGz*8t-w{%aJ6G1RUuW%
z`)XoqoQ!0&c9vHz-M4bQmo(yrG>Qx~NG+8g3W;%sjX0j*n0(#6M#(1nKNkrya`JLf
zpXT#fWJpdl_SN$RT9V+U*wG&Ee)w!uv(gNzp*<<J`#yFMTVy?&zW#2$q<SDa19Qho
z^F)_{o%F$=N}Te&YFTg#1uj98m7x&kqp~Zjk20@=OjX;J0?4RMN}(Dh-^=F+7t8?a
z!8)~FwLfYYh#)-c)6@#**{on!(b}y0dfhey#Py4EY;0^!6<d}Fm|(60Bct&%QO1ZD
zm$%(>3#a=b_Z?Qx3q9?P?Y13OrIOHlvFjYxAD^CPczqA5>R`X9Ues=3V*}i$iS4U^
zMJU2WC~kh7|CgY=+F|!**2ARVz<_v+R%6*dm+n??t7J`KM3@bh&RpOT{WG3+dU|4F
z`K!s+p1kpR>bCKZnRp)`-SK;T)}V**fru<yiUYdhz84j)mniHkS!R)+-!J)PgR*NN
zZbdlC-8O+tx`$T3cWKskX(E4||HmNqH@PqtDC>$!)2EZEu;LV_Fu%mwbMvpRXIfwZ
z2C>w3fahu71Y>FC&`j;N@cLX@w2F{E)!lKGm0|M99G=Q<=v<5~khMP@$A^^E@TU*8
zl<GCNab-jtE>Ckk-rY&et`XPbV63{8-p%qL9OP)?Qi=H1_FN|9TqYnr1I^Le?Ihd{
z>rKC5v_ec@fgHEVz!>P64)%g1spN8qvqpgK1CaqYfR2MwgW!T{fO8_?hdcLpLYmVk
zx-JgI#}X{Cf|<HYhR@7aKBhLV6Ppw(bG(q<@LQa8@h|vX893M+jE;8|b{J1?*lGft
z1xUXu<((WV)O)VYsoq(sZ@#Z`$XhrYIq$ZB>r2_EkfB64x&4lR&^g%T&sa!Lquvve
zrw%RRLPeahYO4hkhw_H<s3c+vwF)zj4kS++`p!ba0BsXO;pmYqeEHOEPBD><-6Y%y
z+JZoQWBH3s4%H44)~|keXteIvBhwF|yI|7ZPtAPMVq6P?c8t8mLooMLl&2gHuiXM@
z=dZMA5B7E2SvkT8Q&)Z$90>l4TC(ow_H}yUtAho#NK1*pyz*S2j6&eq^3}uM82e=J
z^0>4x?>i$fcu3r~+qzqCJ<>R@wU?raDXE{F2&2Z!Ils{n900-X$%1dm_^JC41vtt~
z4W5csN}tgD$Ty0B^@HXfvEIs;_qy5k+KvZfy(X%gxLT`wTvpWaMdd%tF#-Fsj4j~K
zbH?>f!u*UfXa^rA1Cq6I;9Yqt<9iI9*TVOOlsbF)+kbxP;p)2ABfErwYpbdBc9tT!
zPDXYS7Jt_7aLVIRRZ(xA`2y`E>bqD<b4aK!>gKDi%%C2Etmmt@WM;u&HuElN>FA31
zp$;SzVcmm^uts)$Z(=g;4!2?)U0tkk^83bu1v(0X3fut9m>GjQ&+QTegiYS9>&qyQ
z$OpYe767joVhMH%mJ0O3%)5Py3yb?nrU3GlFgV(<m47NTSZ!68QHqdFEq;U|wC*g3
zv`(ar&0<>&Rplq9g83K+pLr;F_O?&!Vusz1mM2g>uYOCoUdl(hzA(gM3+WJ|zRcxp
z^ERDR@;G_i7z%@6WkO4SaaLReEWZGg>aX=oMRQbAK^%+o$P|WwdX{S1RW*0<3uRBq
zS_M}1{;x{XDgD&_%LXZnASs9b;T$pnIU}jQs%)2VY;bj$<o)7Q!q}$d>D^4Axk3w=
zZuH<`X?C;DgxzddpT~o<z5oKCBSC+Afa3F3>Q5V~ucJ@_{}2UP3y`-UYh1v1Z{gUQ
z8rDT}JIw;cf*EU47wl9o^2@7Dn(JYz4TWfX<xK4_G%5yGIFyGb)WO!xVQ)!e=1fw^
z<wSd*vW=jhiJY`kNVz?8WmxH>!bls-=g}}Iz(F6&q9#oU4kzSkcXkC{&@Kt0)}(NZ
z*xnj9^2+J;nsH!|w<qDPQjTA>L&9MBS+-50p4+jMacVQxDj9d#-v(-mMK10PHr}`^
zDy+3Hrc&VCnAD#+h6!TmG$i*R9{A0~r;`&|wW#rM!zpo#VIS>#vJPG75)&+axBY>c
zbps_|@>1`Q;)n=C&CrJ*XKf+dOK$Pc3<n*{S}Ud&&+<-eM^S^wi6>Vp#nPpfV-y}`
zqUN9@NwyEep%A)3!?`Mdbu&3;gqUqg!qoH6yB5$Xh*~g$zj+%lkdFwZ6lv<i(CF9w
zj$bpLCngSEiVq{Mq~t@yUn1ARQxhEZ7#Uo)Q`7-Aop08Tf~5k2FE@!R8IYAenVfg!
zCgWbtn~dxy>BlztNoI!Ye+XO+d}=0#U$qdY4Y|9wz+1YD^y4jQ+4++?F<Pc(+**qx
z(W6UUPWa6|)O>e))at5^$fe@FqVdEv?s4yO&f|n}%i2-9j;n3`ES*zs!~LSlKxr!I
z57-NcrKO1QCUvcpFSk^*66|UsShYLCtzYVDm20C6n?-HEGZW0IMW9{rgNMzh=ahw!
zA}IL?8%N;4JUN`Pw@LG`w<pjn2t8i+s!V3dSjm5bcy7?Q58F-cPcIR5r8*L?wIoDq
zt+lMyf|79%7V6IZjwnQ9hDLIdRWeT@N5cZvBgLmoZqR^Stq#3J6>u8Q?<Ag;fDiF3
zY~%j%AlQTKYk-z-Di}y22gw#(C(+9<2=Zbvlw_DhQB>+*c|t+S{bphMw@fy$N+C>@
zip1wwSZqI340mwwWT%ZB$^=L{-g?aCSKDjMN8Yk~<k#iT(`%seMcAw)ziYY+9Ui7Y
zw%wnaU+GQiKqu(qe4jGm@7$rW6eq6cfG@CvQQt{R($S+lF|B_%yRsW}Iq*Ui&(U*f
z95|SO0~63EnSI2zexrN)w$00N<}Vi@y&J=ad2Aa==*8h({R!uU;|9552z9WO+-M|J
z*_Egps#IZc5G8%pz6OAycm;@3C4(D{M#<Hdu<C~(7@ujT5tQMh>=9J49DOx1^BQ&@
z5N=*mGw<w@1o$m7Jg$?a@*gUnYeR~SVon}pFT(PDBw=PX{FQo`^?ho<*vOwKG!#O~
zGdQ35i;`EMvzI}t(Xll}7maQCCtPrM2jon{&0Hjfb(>$}lah^Pi$~v`L0cB03geC?
zM;Y{O8_4Irg|^iO<ZH0uhm~_KZ0)#fEFlcDUiooJ90MD$+_{VNM|*unBi;z-3X(K`
z)#yr9L>8<wH8463mRIih@rAK5`n|-m&TD(;{S4xT;TqfV%~RgX*dP%16FHJ5sLmL)
zS7=QE^MFr$i63;mH(@kh=cZpcFthkBMMADm>$T%#8=jyK!CK2C`U94q_%zVDFG}9e
zgIyNPLq}iu!8TBd0p2kFYo_CD(mZISYg(Yx2UiaU8LQaDE0s?yPbXLTQHX=Ph)#v@
zC0N=q$r>_L``|{EWJq`ZmSYV1ukD4B3_GW%kw(VL;W0@whI}$*FVP5fPW^49+N-K=
zsR)Yw%kH)iLLD=*&`EMv5(A~P5LOS7P*wH@Iit+a2)4#xNwI?#j_1e8>!)1SCk#kk
zSe*O&sS;aE=XQuxTx=|L0zvN`x6bDdq;6HB;bX^7w(C4Ll@+c!ofmklGG`pDn+N=^
ztu1YBZk%bj7iQKMn9>OmVFP+Q!eV(jJ68`6vR{RC)Ro+1DN=ND-#?oh4!51$UiCLO
zwWqh|D~%VGFVVRN)m1}NA)W2({rJ6n4Y?hCT88FGyrdq@HD5@yx4rqUiBlB7v$Q4c
z<o^kCq%Mb3YTGq>9tCyKtW9oJh40OEZZPkqwP<rZ`OQ*M|E%&7WF7;nq<=Yum?FaY
z3}b^jG0H3#H+Xe8XK@lFS$$WF=JsJ%V_9NpBsT7ewFy!wuBjbE+>Vli{vzh(J!oy^
z=KM$2bY#Yy?S4=4-uJ_-QEqWAux?2#96LiXEF4Yr=e)vYk_$N}U7R2iDobY;{moCk
zK>yvp>0^bXV@F+VVG8d%@^1=X_D<p~alZt~D#@7T^||QB5z&lhK@{CZZCDElR8&>8
z>5dql84lOfa;HlOI{y~tI^ynVh`v&Nk*#4ut%YI;(J@u0XO%;2Au}Rt#@WivYoj=R
zFfbA?En||C3~B*IrA!*bP3c=&p0$8toq63-ictx3Lh~Rsr`^27NU6R1+B*-s^us^s
z^Mve@wz?@JpL8w_Q-p%{au>r<L~&%@a$}uVzFa^@dkb*_%C}XMJkEeLTi08p*JiEs
z7*wap-!Tj|HQ>_hwCHuLaK&GIkF$bE&7=dOBle*J>dWE~rYZFC&48LcQ4GWU%<3C9
zf})OMlrL&Gk#k9--5tw(%@wR?M@ZpJb!=TIW{LY?n*xMraAeDdwbxW?;+$G^eCtZ=
z+WHaZxr1EC=901`NhX8N(ccLUbIu%^ge+zmeiyIhw<jeHv@_lVZwbIigKjXsS5S2H
z-jIHZ_v*a4P?NUWoT)JmkcU7GP>1KP_L5}{ZrZPO1;L-<QOLQ^7QLWIln-*uU-g+G
zZ2aZFOO0)8#u~ZmQ}EfLa1ixW4g(dX<83q;0+;o56|MaJ^*(*SfBA%_eekTp<0`bX
zMD;A%!BGFcQwWI|;VB>}*j3X+uZ*dq)S;_+i~p4jPjVK{yx(`hU-W3K%@s`?A@7*4
z1Xq)it69a>q3ZXc-qBRwG|OL+LohzIoMCi&&2P)F18*I_lSO%yMOKtG7LGrEIajLS
zJD92u9ouF>@Q`?zd=bedn=Dq4ES{Bm*5bqWiSm@~zC^<>F)H=gef`?xu>Rs{3w#j^
z!P@r8Xva&|En3-(<#KX!^AnG9`O1~%DO2CA^)vO8X7`5pMK;W#9`^v6Y$hh+h*v15
z+`41#0!{eg*ktc4Jplr7MeaO#+DJUY@%#dag5-#%$+A{XoEZgfCPX-^oN_X5_Qh#+
zkQ_l$PsmsgD4Xr;Zm?Edmyz9oCKYEjxBGdRs6$FK4i4Kz5}d%|vk|V8jNw-r0@%$i
zP$Dv1&ct{Tv&+elD@=qFb-(b*H~7N_qoMG!MT@hYrEoF<q^b185<?41;?_!^eK-Lb
zXsGk;i7I1aoXxcZ$72>b*cPi7=&n}VYE5e%u&q2a;LC<5?ZdS0hQ}POP!RSU?cuU_
zv2hTxEM<cQFSLUwPY5(0n$q`u%U3k(@Qs$ZtC%!hX5YDYrP`2ztCJ%rC!Cdtdt4`-
z3>VDjt(HYAX20=Ht=g!AMb4FhyBg5bi6!kyn(6}LCsxk_;X6Spx0hVkiS?@_&70t=
zodPQ^&%52Jo|u6vbC)|WVDJYh;{OIR{GfL}h#odt7PfzKeE^K@|I79LVekIsaqGVW
z^CZMXL===L`0Pw|EhH8G6UqBPs{kzEe*t*^zmdETKJVX%ynmy!{^>{TzaYf_na=u;
zHvR{fg|AM<3_zNw80eYs=|6x!0361w3H?8DS+oG)>Tg^YprQZbvhZ2xnEyam|HfrO
z14j36To&7(EC4PG0CD||%K|tq`!6o*qaA<evOXZtf8(<LNrnE+X&Un%dh=gg7NA#v
z*8ShynFXjqxgaanbKkEYlVBZv8eA4tp2>}J&?D~rge1W(4#9}8-f2ZD0)YetNs5Gu
z=5K`TV`T3FPt>?c|Ls`*8;$|Hw*a!E5b_pz&JJ|;&FmvMUq?ZN`tfT+GvD@2iZaVP
z+d;bhxzq7%nR;5Dczm54eSpX>=k@J<c>3~F)XLN!BMHS-u41TBO;^hikD>avKA}G)
zGA6VgX6mY3?_4jt>*tM@q_lW|I?VjK3qNClao1X2O=Icbo|4*}WZ(U;b#sDryxHEz
z+S!?LD=b-Hp|JuRh_jsKSmsFRKXL1#IZ~O%yf^mD&gG#By7p2T^)msAie>W<-8tm0
z=B<{68Y7llj^(7!qCO*ScU(zGX-|(~Kc_G+pEG%x6z+k}vr#!}ylLU$8E=SU!kGKi
zqm4N^F1O^2GPiu#!nFZ-{ckui)d9`AK=^jFm2>>g10P+g6tD(tq{}rnmtNvvr~+%N
z?AEaqo<_2oCZ)n}6+Ic0TAW2tY!KvRqHEncpK@^iPTWmI8*JJyK4K-%wV*BD^4_Yu
zP;P>bi^V~~7PVvjuJYeW)4&{fe}UG1N`xH+t_NuWs@WoAI_oq86ojXZQ8o~&5AR)N
zAi{#1Z?lmtlC_LbOfkZmJ1+sH<2E%5ThRP$PZ8M^j*cR)t@dT7Cq$34EtAoIyyc6$
zm|F>hAUJB0Pq4E${ToOgy%4-BFDxnCCWt%}qgK>9*Q{pq$uF6oP}JykzXUE&D5Im5
z)Y1kWJ>#c`x_AzZ^-w+Y-FVfG%8w}?O_u@P`ot4{P4NCp=|-M@KU1-j8qh*mR+z*`
z^4OTKc$WxY<2s~Ccu{B}7QwJV#z9cuxC_HO$Qb%F<;p==y%1*mH~OmA!6f%CcwK`!
za_+BL2o3ec-C(=qk<hTgYzY`xsB?{Dg&t3$tb>ShRvTvq3qkcD6{kh$h~;RzKclEd
z*}`DUzR5Nm+j7cyVDRu^cGAUsL4W*I)QOA_=>TLTV$JUw!{3?K3F-}wKf-J2Jsb&C
z0b)IE=#7>LqVjkJ85n%6|JgY_huyEE|6L;K=Y#AUnqSATHvI#|%XhyH*mQ*F&u?<X
z8+>!3m0y+@J1sX!DpMZp*92y8Tpcla{2|$S#l64j&;xo1o%l$=O+39VB1{Hx2$`-6
z5jklL?iGt$9qpXeb5i~tq&T{9geK@ywfNfJzSjL6PNCTLdNo`$@%ai1Uv#g>4W>wR
zBN|l@ad3+v0kP<6%|35*FIUrNB$3#S_kpY)Y{QreeKW^z+CE>)cw?3D#V7!;IW)+!
zMqwLpBMb=mxhPd(?2<)Pn-KtCJ;{jb`ZGXH)dU5mOgGDx(g6<UhsxkM|0CtDVHT(b
zEdOV{^|sey{Weuf2mgR{y(}qIyBZl_7&t?MxVRrVs~Aln(m06|I%{*+Sv%wBBNSE7
zxpriP$AaS=Rb<#8T;PX7V=!cnBBN{^+SdeY0g6>md3$+hb6*~G89BpNY!anFpsgl#
zbEkA2?9kWpe3gLhy|p$eGeM195W3jwF&R;6KNW)P1C{vHcrPW6t4ajOa}=g-<Lc{?
z0IbMBbtgzRFq5@uCdIgBg|i+?uOuyRzh>ysm769f4EA*7$aKE;tN7Br<Zws3XqNx+
zr}hBrJkHgh96RpjyDOZ+v1>TCcs2?MMjZw2V5$TC(J3h2ky%nX+{vd(MR?zx-iTdH
zd%3@i$q}6s4tO&2)-NAC%)eFbFu27Eyv%xbUd3Z7s`Oqdo20KEu<CAXx-=1+1?*>X
z40qm@1e!;BgzXd&1)gA{I|*Tz5U(6G&T+5XrmfM|_QNhXWbaElO4v`>N$`3(-ZjBn
zlRd2-6jp2RprhSjQmvfYYXp+J=;;xVa;#dx9uKpyr^=!lTCNk0IE8M|FI`iJ7v&9Z
z*RoRnh}RgwH*cOZ!qJheCsiv`s!^=6qfmwTek-pP>3#x7k43}7fRr4iH^_WSD`CZu
z*_#wM6PF8z4A-jb3THm)dLY}Qq4@0DOfig9Fg`6&j+vjwA|s$5&fGtPSa&#6OE2wb
zlyq(Gg{H3#GHK@S5i6U+Gwe{LmQs?p@Z|Qhs<tl0o}|OzY@gS=nm!)jc_B|ZKfJ8s
z84QUrwu^m2T6tbNn`|Vez|uPLd?9@h#w1T}@&*KM*-Jt><%R21+-Y2Sp{M;9<>tlb
zxKr^B#v-&hM;~5+*fGWz5ku`x1PoAc9ty3|=|}~0&rxgR(F&lmEfxj(2NGf#pDpEI
zzjPkRC7v7|;cw?0;lO;P^TpBvrH%7lt0tmA9+15|$%q7nVKay@2##_TG1nH)Y=$6w
zU`7a9w)BkI0z>I;sC)8=&#Sk5N5J)oKc|Fm5kWPJvN^7k?IF8UL+^H=she}+&TD>7
zT-Y^teDtN(ra+u!rnVlL=C@a@GuPt9RFG`+vp=X4U0*E*(<pOX=2T8wR@AM1PHGZO
zrqFQIoZU75?acH;{e%!@9Xg|=iF%UDbGWeDQ{S?YcD|6jgLWQyY3VE5yi3m7ME|##
z{VTgtdN!pbZ1Yy<RytG+HtxO+!@Oi(s`HH9HBR!+kC>y5;AZp|IB`PPN~|?Xd*=hD
zhAbpMK-8*Bgv5ajw9u5%l*PZKlbd1!Ihw7;))jXrwPc({q*%xlG?@+7IH(@b4_{Li
zhQ2y(`<flm|De#DC35U=>FO)^k#e%T)XYbbx}K>hnYMRPt&#~h50**6Qz0&P{rz@5
z@mlWdNL~&i8g`yl>MRLyFV4F)HM+eo=G0La-wrR!&3;YZEC!;QrvTA_(j+U4u1WIV
zMr2K_yQl+rWvA4>ZrXuc%n7YQh$-aAIcH?v$hI6Os`$>T&Drl?1vl;@<IV?BUGzUc
zm*nAESmwXR!tEyF=2-MeKD<rw0CUH+TKl{e)ryb5`-D?tLQGk?hEQb|93pZ}jAzZ^
z9%r=?NAfy4(3Iu2nBZuc*JLj7&d5ki0&W|(Z4dN65NSpsj=s8A<SW)@(5uA1VU*?9
zZNt^7iIX$>7n?%Y%@{GuY70p^$Tfuzn-FSB<51>4-%>p>zaspGy#3j6$RmfeH^~{B
z^K_8kadaU|r}h%zG$~q7wS{r57mLVwkwa1|KdO|-t^E$qU^5Lp%9kbT5PNHf;A)*G
zt%9mfZZ<X2)12P{M8h$b&%7-9ykx?h&LJuJMEv^IP$vv)>I6Pyk~{V*m-t1c!3^6g
z!V}wYK4CM+$&z?QmDbe#PICLV-ZB5La0OMBwKExq6Ar0Oi}tN+u@>K$en_&MkeMKc
zXJRCt>6<)moMN>@8`imq7A=@xMm5BHQshX|Ob1a0#Z?Yjkm8N6Jih8dsnTsj#-gfu
zyKIE7^YCJx?F_vnx~Tk+dt6Ula2CV!=Ge}6JLGna$kWODc4E+>Yh4}bLY2{Tu~pEg
zIlMD`5^q%cgsCQxawPf`m{&t*@$H$(T%Tfz{Z75!565s|si5`$5cd|qZ6)irusJa^
zV+=7fGcz;C%xuTZ95XXBbL_;-%*@QpOi!6PnVI|UxlphEs=rjSdbhS!Qmb3Fztsy;
zS+9;C)F(e%BaBlplT9bc?6OSb7DnvJKEHU<-n^==v$~adeUKLBDepY-7QHtx;{F=G
zCc-XWloCQx158HYP>Xqj7O!l{=>F~0II6A{W0#F{l&72Wkn)bZKP@rMl?IOY>f_Fq
zq-|GA*!pl(4$l7j&U&a6y^u?fDZLDs5T|jy%u2{r_=DV_d?Y!?mX`UF^^(z&mD|)!
z%V9eE;uUtww$AJ3CO)+HOLo-L+`ZL#*v;uIZ+_>`U>EldWJ?_5_3&DRdv{I-YxvgA
zSj1)=l>v%HAt7Tp%>ip&R>IgHbr~m!24}K${@<oFPpJ0NyH5MkX?OEnVY9;RVQqF<
zH|QE7&UbCD&I5#rLzL*%P(m;D8%$9pd!_Z8Cwj`ZJnb|*sJ-|m6NGwmVB}XqMKP;J
z<P*v7DYMA3l2fIslHaUlm}ptn^&(T-J4y<t7<w6I8J25jYsc-o08xo}g(e4410B%l
zoFsD}vs{82E@C8Dc=Wyq@{H%8(T5NzK3X?qt`FT^<rHF%qPF;H3-6<_>c1kb_qOk$
z>LXd`PMdwgM?9Y35_1KaV%w$5kcZQ^s><2N9v!qq<+YG0{5U3NU?<`xuT|*MLwOU)
zHb^z(e^VJdz_5t<mYnQI<)Tu;^f*X<R#4Ond!phN^!yE}{fD&xo=$ION87}J#A16u
zq``&qKrX{2;;P8}W&0#1SO4+heYtRotfnckrg+vwo(n}#S|uxb>W8|dM-Y;c54Ej5
z3H>!qHI`(^0KzzD8nsjE_|*?HOk72zL(t2t<X8H)@5%Y;jM4^HE+EzgoCgq|u&ahw
zlvQ<)#0ydsax!|(n&c9wqz~pN6w(XRcbkW6QJ&cvQhuMIQy39l=|MSrWa67^WXT4y
z!Cm^Q`e^R3PMKM+$VORVbr&2jBu6Pdr%e;z$WABrr*EHFDEhprWpqODoTt~#C{K+o
zo~?7>JS5s8Ox$xzGVvK_k9)aB*7v3#@80gwCuwxmZ{XvL>`W-6KaiET2v3(ttmnU@
zE_y;bE#NYtf0&D^85*bW0-Ka1dam5kc56N8aFd-<dZl0OL@JTi5sEt`;MS*?uj}=9
zFRz)eS<@^|keyBnoofUC)~zDc8D>h|{Z`kh$(dKPq^a!s_%rmX#$ZS!3QL`1t2S0L
zEQ~9#n-+7A2IB~8O9}VU^=>8oq<kd2(;uR+Xi?!qJ~1iDXEkc$I6}5O!mKi$V)L`?
z!k^m6pHYUJ$}mIs!ch37154Z5qY8(dM(J*^Z@R9RvRvH^GS{FpM+zhJ?0SVu#|z9w
zkG0I>M^lf2TN=ku<?0!OxCW!onRZYHWJs}!+sYd_lnwZ2i)LwUpr8F5dxgs>$!q46
zms8cWgtSA%5#k8UQYs^964eJ`d`+H)n%UG9tA(ihmG`G>wM|2<g?y_Th0_>j&&!4#
zIY4`bvC1;`Q_Etw$X#L3OPPZvN9t31F+{X|7$ZfnXDf5pE((hy_8_<isVfurKDU2P
zoeY+hyw+XepuXOVs`Dz%bx0qa)3zK%)zg^+QRWElK2|#QEqM!D+T$>S_XT?5)BGZb
z4>NCYApKJj_KK?VvL3j-Z%$tfhYC7expxko^A-&Zy;Q@mtZx?W3r0`HAfyG;>1PvS
z(*EVVtX!NdEbE)*bPeT7$_Xu#b1b1vGge0v_t}%T#I0N!O%1AQZBT`60sEm|0ZKo-
zI?UKjnt~uRbi&~s9BtJN;^LBPrIDWVuGBuUDUP77>%I+$4Jf+rQyR9SXr_?$oz)du
zM>Rr)DNvR)%rB^)K($QX7Img^=98f<bz+!?xEiC)u`GCKE%2gL)W{Tj6vEs?*;TM^
zCwqm5^Hz3`syCn2y_hCYdK%c}zW7~mW?Vtogu9v1P-vKz@~WtsSz8CRkg#c9XMexR
z`~j2si8|*x5qi|0#_;OPBe$eKbJ=s3PARoPc2$Lz0p@$(3RWGflr!^&Y57xEr^_4*
z(_LBb2}AZbY)d<FY_((bMjQ_EOD#P$1Ja#q8aA5eIOYN%Z)2ho&0I9f+NlY;`Y(0h
zq&=ntlZWBFjPE*m#a=QE3=6WOTf-AW+?OGJg%!#-W%p@c?A4f<^oKXu7K6J(UM<Dy
z7pSVfF&c95++>(nh%jClqHVxu;TRBuG^V0|@-IM?jmd%A=_`B1aoCOk`Dy5chCXXB
z4ikK=ZSKj2VI6st(?~PB2X%k3|9HI#hws#^wk34?itSMUBn>Q79+9wpxuG<@tAAYN
z<huBDSogyH5F)6(eh_8bXW`Eb?5gQvmB)*RwjDGu)6d<*%M?w2g&P%yIVkub8-~e;
zkIp1Uj`Ao8`3(}h$O1ZsaWq8*$WKT4;Dhqb+XnOGeLh9&1%sCs@O1Fz$*m-MumT2z
z$l+zo=oLO8a#cEAj$L7q+o0c`a2(b<IzRbj|G&ZIersa^3O$D3xE%d23GQ$C-TzuJ
ztEix;rX)xyXk+aFFuMn+fd3;r2F3D+z84_iwNbV<`@`R!^_OH40M-3NAq&8){!+-Y
z0bs4a;5cUHUz*fE?f`A;U+v$0|F4h#zrWT$A;v$(<M+7#OZEtm;Qnij{`-6Y?f7Bq
zWjX}m`zI)xX<=Q7{1Y$)Ffeium&p%Dcc6wL3}7>{1jEqpp5wSh<P*KH_Uw#1>4=A;
z$8XnOI4VCL+oVoERaD~lS&JtfHhl-Ux|m_qwb-ssRGyE`EjcinV28s07)~8~uF29;
zHX5_?lCxJ&N^^HPEHrq^ueXs*O4Q?O4A!aopvkVa|LDw7War3JW-(uodD_NwJ-?T}
z(kFp`k9(=t%B^rqyS;BE6B$`Na86yXm_*|+U08rAOJ3GeRrccthor&1PVvossKI-t
z#*QP2tIh*QStv+Y%ewHQPekpqRznYAZovs!*tdpSPAdH}nLEg^Z!ERrYC@+f4V{Fs
zaVLmj)lSx7!o=vIPHIBmlcd#p#yA)8!m5ubfM{LEb*OBS?$puPLNb)Gf#Qqn$;vm!
zp7Y7dk>njwbrXu~GxT8lno$LOlnL1fx+r2S(dKkp<flJYOROc$F_w3_<f*IqU!F1D
z0a?)T?WHIqvV~|kqWZ?Msdk5Shzrdcg2@n;Mj`pe9Y|Q&rVhHJ)pUrDNEk$Qh+7t@
z3vc8iUgD!+g%oE%OSd40unG{>)FBWuA<g9?2tWH3;DTu}bts^R^pzpycI_MIe2Q4g
zXp@JG0E?kPVx+TUrNSf>DK%tP7a+2ukzeax534H5A$_^rSvs!0SUSmA7Muaa?z_2E
zq?4^<p?d{h4TVqm&kO#K`Sfd!F*CCKUhjXb%-{3w@Adw-&i&7|{HO5vKQHq?ux$W7
z{cFAdk{kn|Z6*MePR&RMkoL0vQXJFM|Ch)%D-&SJ|BY+|d<Xu4Y_t554gaY)1_0Cl
z5*$O(13trF$Tkx@0NMTv&;Iqx@Hd|Q$I-8M^{333^-sHjzkLP%==lA)f3LTHDf<6B
zr2nOK|6iz#9oZn&6z5a-S4bcQKtEv<iy#RgISHtM29RVEJR>0@BBHZ^^UEWWQ4pFR
z*M({vNt6h;M=B_3c+w~)EvaT@*m20TV-~Jk>__Mnjo+0yF7ae-3)*MA6K_~>%2>ap
zyUUEd-k+{GTFlQA0x$WQ1|+i5S_!Yg8~N&KdMb)$*vN<y5=UAVYd3YVipJ3`Vd-|V
z_8WQ&30^lvC|*Nhw40i%^W5?}BJNd;O0vpqit2P|wYr%(RM@naWAuF^jt{VxXVAKq
zhthJ0My_NgLoLV=i-$|XHtLx5)3S{b^|1kh(#ziWb_A8e(|fq|3iue~&M6}jXbQST
z1O=W0c8>L!6~uYPt9iAtH|-uM38MJs_X4(q|8<wrhzau?<=tX?hi3fvgu)l65Ts+{
zxx?WkDihz1S&_9dj8adPyPu;Tcrk@T3D^h77)S}233LU*6c_{eC(s3T2SEopQ0*5u
zzPn!F8(<jV==Z@THy}UwVz+t7$S*()Dl!#_96Kpy8UZ3pGpW!bxE)$PhCX^e!BV&o
z9BM%Kut0D=EXn;Kbhfg#h^YargyUX7TcA9vpHO^UvNZ#k1|Tdpv-J?C2*E@7bI3r1
zi5L~~T!;mc41IAqQ2chp!i{rM$S^Vy2|nq|W2p6h`yxQW1WMjH0aKgH*D);mxkJ{s
z;6<J=RM>97C!Y-JFeXcN6ucOSIUD#Z>MQmWUL6}0r!6ecxARTWc)y|Sr(*0G?`gyv
zdpA-d!*VI=YZix)6x~@%5_g~10MCxP>%<E;*I<`<*Z0n>&iM<6hlm%aH(1|xK62ZS
zXdlhNt^B-i;+}RNaDgg2`Y}G0fq6Z2I1rNY=OeoE6Xt*SsOYq;)z~7hm@{V?&8-&y
zOme(=89y5<LEkl~)zsB3S2k1mgkubDbGml$qI|ei+$UHcvLdX#C28+yYn!Y^79U(Q
z6jG(WI}KyJIL&{Q_VW=lsB>`bCr+JxU}OH;b%r`?JuRCWF31-d-!%k9@bt^U3=v5S
zQ)-qlv(%C&+n9acGMddAQDq&k5akusa{DXlqfisL8r|7C{DZ0mjB4<y%kSpIAS|Pw
zQ?yFwExH5am5?l17Ef+e`$c}9|Gb>?e{b`goJ>FQPf)I69eFF#JnLQz!DNFs!QCF4
z4JaAM$lbf~n&`Ak=ZD5&1{I~)AOo_DsumhBWhRWkn*8$mZNyxpK%$ECLZ0;=mZtMF
zj&pCVeet0jewzet1s?l^d}aql<GP)RllHo9Mm$K>k59VeAUxjD@O0uuK0L>e1!wMW
zzEIaIdFAEyKAOxO1zm4w3-5;J?Pw$Us41KCQoNYgFM5{YQxWp0na*kjCh4Jmt3=h$
zwKlACYDLwW%nuG{j2Z);LEE3byX>UaJ38_oHux93Hy35UGM*$M;U_cHc2dOowv`h`
zBv`Y|;#$+i?=%W1tPfbNb%6UV%{Q)_IzEOa@SpdpKQ)zP!GUJl_@3?i1m8-4<4k3_
z`;93M>b_X(&v%lO2OuyDg>7gOgg~@}*-UnGPvm9gTRxfYU(&BMeYF(5EI|H1la9kB
zeNMr1XAg|tO<`aTSGoRu^}0wEc$vI91gSV?fcOiNEU&02R|0L^;34_<jjEw#R-?-~
zCVzJr)hb+Tsqg{oky>;iw7Z7(I@Su7WuGYQ>972Fa%m;@4!(7+dLq#-;)uN#mK&kU
zkqr9&Ch&(<i)`PF@y`(;c}NNbgnF*Ul%n}AAF*XAQhM{+$JSjdMitt7a5J3?T3hk}
zA%@fS1!bRI?}8*XnZSj?Q~kQxgYRUhw~WHP>)5^^AndR*C{}#mBh|Q$MW!CBo%0*1
zs4wC2&e0VENECkT6%lJF>{o$D4)KHXX9M%t3VDE7j)K{(o;$4G7!}?Fyd@>emtj0)
zJ1WgG;yyy$$BckDb+#G1bv15&mE12;4l$rmHF&e&?7OHaWYkVMJPx)vOdMo|o<kLZ
zYnPz~CXB8_*ap(-q|2%Q?hDUrT(d%R_eK{P`rN;b1o5W!7|Bj&RekIiR};O_@2uk;
z21=W}a(STmQolbq@O(qE1@GCh2%GAko(hD<bm7u=qR*ICq5IPoZ#`84IYC1BJFQ<U
z)v_6`;*)dOFlX4;`?iPu`s4kq;)!@A8b<0RRSV8*BN4|?3N{9Ao?WrW$k_A+KZt$o
zB1*K%DT^rZ0smJbNgXHmt4pgudPWVS2&fcQp$81NyN^sWA5yg7?Oj3nY=BTNtylyy
zWpi;DKI#Yw5GLf3?pd}~J8kX?=lQiv4-frN>4_Ya4rGy@Yl(HamN1ZTP$wigcw42s
z?sBxGnRje#penjoFqv#HFJr194unn^xP`t)wt^E_iI_l^BPTHMy%^XR<dsw>20OhG
zo6CF&Ua4C-P11yRE;K$F7__YVp3a%LnpCP7pnoL(99*?GC?FdYoMQ1s+jg@>1C{}?
zY#k_tSS~5rg#y)2YKfeAndHj~VJwd8sDu014-EAF4ECWkXLDEAbH9Ze<zcO7Nqwx5
zs@9NmtHxUirw+-79ijQz1V{E(^k$ltA9}cN=piUe1W*+pBzS#LP57xnPcI*^{5TS7
zC5vE>pkdmqBqDC$QFg_#+3_^xQ;WvDstWh*o4Xs|loYow(fVCAG8(&fi^oEZOE5CT
zogTn=2_|f!h`(B|M~o%lpV&2XtWl3zl1GM7TaOaYY=Ww1<6Dvf9}$ErNg!piVwCe^
z#o;gxsU~^{)7rD||Ae>w%(GT~csM_zTH0^&%<XjK^e(=F-&N0#TE16`0XYy8ekBjP
z5i5<##ce7@5i_``ezQ)IJ&Gr*N!_MHm?>2mqo1|1(F~ChjphzIl7`)~Cir6%#)0XE
zR!p-3jdHI*mw#<fcrQP4Sd&Axip9u?^5zrpm}!l~(RuNC)r1kbZCo%<b%o_<x;o`i
zBc!y{08AN2$$%+&O<AF6lScD`%7UViiiB}$*Ue{h2-M6k8L5qSF{5-QAqH#a4tzr4
z@|lx{@%^cBw}$&LofdJqC*kTLW>_Xj$E0DAAvxXQy>;E+$pa@1!^LR8#&P_lJfT}i
z0}NFVAw{;{@{caW#fI{4Dki~6G>Xb5xHyKwC@3f*a4`zq=ITR`LlwCkE%8-(lan!V
zUo@+NqusuuTkeQ*WhfCVT$W?eL!Oq{3v%J}?)6>nvl(B(v(1+<9Of%zh%+-!DZ7)(
z-rU!TmC7oOG94Buw3-!C$itI_3AAdVt^z%XvodRU-as5vZOmwPTvUCWWGAn%ncqEg
z3NYH=6)j&K5+}Q^I^<5CVQpJY&4*#f%>Q_|{EXe?Ld!!h{WTSGB3`zEXR7;Ex;9I)
zi)-zgDZ3s2O(bEX40uB?T9`R^UmW~~Ged{3(>}{<uu4pb^%8WKQ2gg7{@2gEbV4ZQ
zEEvp!o*=@xB<#68xJWkAQExs?Y0<f;K?`WcE=|Q{cT}x%`X%Ydhq?G#4k)BUstpK9
zn{77-g{M$BeAEcCaUgX(00I-DmnAvI^*~x4D)fwus;^zVm+cAzsm9H6SSGX5cn~uW
zC~}1=xBI{dke2>|L6&OIAq86oV-AeKSH9PbO*dCd>FL9}?}v6&6z%MF)g+q83G4B~
zA|n;;jnL++w`aGkx+jfoR+p8%kYi1_jdJLNADM!Ga=3w*N<>?yel|4EZ9p$D$L5at
zar!E<9osWW^yV79;1yFEK{?tSOxAg~ZsRceaietM^nB($OUM%zAorA3DCn`pbIBAx
z<(q*c=gh2qhAQ!-h~rqIy-!vh;qmA@uaBZ=p!tRg&5W)_kRUS0afjb`pUShMgGbCD
z#k5g*DQn-Lee%^t$C7YR3Fqq5!aj@3w+_j$h2R0=Z40aEP3LE6r_E+m(e<s2g5l8m
zMOW)>^{37PW#+7vr8zuvT4%SWZ%Nud9v<Mf4^Jo}*l;-;$GaWlFvM1mNORY17;cH`
zOr9i!^<OV*1Dd7_Q1f<Iv3m>qgw?IA^K#rw4X)O@rd}Ju1Md(@@+!aTnY2NC&|Jm5
ztPALj&5;vUNoD9msEAMAS1A&$B6Ds*`6@)1Xo?&^v`}1(5NKcxZkqs6f5!4vcEfc|
zqlh%4K*aE#rM*o<XkBJ4{<72Pj0X<4mzCW_v&_z_l<uNndcWAmQw^zKd%0g;x(vks
zTf88_F7*@eVL!8mKLQq5$4BjmA6I;e4##A)mH9u3&jvOQikDI#BTpQ+q0viPGo|l4
z!!l;{{QAMMRDto>D4tU>80VUJye#W^oBFICxL-S_ZC{8Tbz@P`w;aNu@7{P<qb$}<
zUMWT^IbVxbI_aOAqI$v6rr<x5xcsaP(S%4Ig1_@sOYv+jVFX*&>Occu7{KHUqxTry
z85UaI_u9c*?e<(b<JAW)>~F+%VVw8R+7Mm&+>(IYQ8%a+kz_G2j^Q4dWi5PatKjDq
zE^k*<ZqWcwttu2eL`7ksZk?EF@tDj=>iL1o%58UhlpKXwtd4P7#Sr;Z6rB7ApmRFI
zBhC(FL&k`{BW^BTSWgrC^xE!4{jO_F<ppWaMw_A!SS;aq_C>|b3*fkHvBMq-)*NrG
zuCF<b#$U=Q1W@zoE$T5tC`|evBb>?9rQDRhlgyz|N6ZHoD^O$@1+$ER(`RFYSq>tY
z9Lz(eg+e;_k)zm+*;+wiD%#c(u9d*vOLx_exq!<D0C`KOD&{8=b#Z8)vI{3{%kq;!
zF;8fGhBFr;OW(|qCD`xOQNd??&J~tG)=We!k)s6Z4#$#~XqlR{&kcd{5$+yGGwCM8
z4(N>`hw!K8=p+c495NYm;)J>{ce-tHNx9hZIZJULn+{_tcAq3<X6?&(lgtcC<MQ?b
z&by%_3Hgcz134+;PmJYKJAQw8vt=X)WA2W&Tk#?kyb*UpEqf?#9)J3LOji|3)hke;
z-M1Eak6oRDQ*&xh91AvF(r&-kvv=PxV^8b-HKVMnh`eFDKg-L!YTxbWgALogvP+_`
zNn9qc<d`XhW;OH2ZDS8or(JhW3!5+dO^eMd9^*QxZI9PIg-_Tn53&!?FAULGAZ>Ux
zo;?jzEwI`68DM>Vtz4gaX6YSQw#}Lu9cAIWTdZl>7}J-CZ$O=JI6#T)fyRyPX#!?U
zvOQ06va0I4VHonYPKG0#+N#!(mo0Z*gMBH^RMoJyPbyeM_Zs@b%g18eMtP(My)>7O
z!(tg(sAcQRy-YIlo2|qhmm+Bb3p%<Y*A4w&;Gs#V_Ep%1=g=B|sH83i!@JsViZ4o`
zd1It1)pGFG8<=6)ba;!Or3Z41uVGRS5#e0MAZ`2vIVwe9D8S%wMl$9-j`k=*Yz2;+
z`<yVvuNu0!06mIHBz4HOzQ{IpXz!$TK(MWzco+Vm&m>;GP6H~ByNFI&7`(42DRnS@
ziTi?gKM@VqArDkmm#ecCKeJ@doEp_kV}1_1xl2L$A$su?#`$&)Xti4}@C}$vfyhQh
zED%Y60}U@3o+6$${J{hEwR>mz=lAkY;<?ocMe(O!XLi;WYISA(iE8tQU%6);QP7jD
zwZ7=F(AXY2#4SUWQ4fF71UNlhkHtO{V{LHbyi&_SUW*h5Y|*c&%5Lc00e(NL@2w)M
zs;WUrZ+<ABJ4A`5ak{;=EtBX@1z9A*Q?WKK$yTbl=^LP#q_rB#<PWKDPoeG_k>9f4
z&O9)mJv*HFCoaA9$~XPY58^%(_CKzhx_?2BoG@ZF<gj2M3ix!ik?D+Wu<7FaY25$=
zv85YYsJQ%lc~=Hz++uB0MS+<aHq|@r(N_5UzX6|q6FvcPS<JuDr(dw}ZxH5h@CktX
z{El7ycO+0Xd1YxqIZ7onD<cOPBj-OX7v&WH4ILC<C;0yj9h8|4>OWw$zh3u0zwLjI
znf*8K_CFCr0fv3d08S+UJ!Aa`G4#JO>|<jGU}1m5XTO-Be-T5WSOCVEzYY5Utk2(u
zeN2Gf--dmE81wyU*vAO?-@kw~Cc6Kd82V4cKGr|I`2K;U{igT+gBZ&CFCy-5B#o6F
z(DOeMLkrZQJ(PMI-;MXuS4R!vc5y%Moa`BXijIH;2JcF=#KXoLCgStamKde^)B=Vq
z)gjuci`eVqCn2u^KI5m9oo*RmJt6VEzSW#s4PUtmwOj+gg8J5R8H)X$*91NO?Wy_R
z+1r_P{eJX5ImM<e<vJrJuHkr&MgFrDF~4u$Yz<nim+Llv5L2av1F7pg58-o~q-J7;
z%oY1_$jq2gnYC8x&NZ5ErRExnX6()(*MaizC$TF_D$~xZSu0lJ#});-{?fg^c%CY}
z7Awb-pqYmoG?)AOnptUb_r<KLg2sC4-gXd;1$%A9q0GRLTK^#hbBF-odkV?AZy4ol
zo)TVe(I>@?#Q}TW*Suujgs3euWggFsZxztkwXZsC5S-;__+HKnjI~z|&#;<p=FQck
z!f*h5GqF`EJ7aYkJ0G0psq{3<L~Af6e{U<wS+VuOAqk^ESqTo|TwcjT$i4UZD@1lQ
zG!nWwst?+Xw2%4SH|Hk5&RRZ@?*~v}ebAzbj*`M20~57bA<hqaSo~OECR?Bm)T7In
zrKL){rI&*e^Tk`Wj0uNZR!@{ZVLy5?DWn>XC|Yt)v<i?xK3f-B_KD?rZrvLKv4Qub
zX@hqU-({k-2fevo;!xM5a-%!nkqZX5Bk>lr<%eu<sYy7LQ<lkMDmR33BF5ouO#9UN
zH~<Bv_U6sNEx@rs$&q2JfyM(Fi-)ig!*!0onr6XjftW&Aejxj}X%MYLRKrH5qQJ9c
zjm&8Vbf98aCF~8x0rt`zz3<Bd_GPM-{4F?J;oU#pgZ068<6L&~nP42e9l9ldUH0<0
zN25$zGZYXtbjdZUobsU+TMi1L_*BS>RNx0P4lrYlczG??0T{JlR9PHKS;MEZ$qMGB
z31(B<MV^4KpaSi{G0Q#!Rs`TI$Fxi3vP&pox7F(KX@Eab#qpsk;q#&3M7ro5un6DW
zDYs~LA#C9{nD{0tIyixziAgI(aYVbyID3X%a)L%1$}I%4%eNqFP;%hD6=?ehCs@6w
zN=hbS+nK3qsDv6zE`J_wD50cQlt^m|f{|2E(^gC&!8&XPl6m!o1~LF<1`=lKgO>P?
ztpB;fNsd6$V*fN(+e|fK3Ty5@pDd4q%NOewwRb1DQ>>zMyia&qV~V8^QZ<#cf{8j>
zC8>}l%&A8EqjdZ?D0)ezkIZ^^J*T?{d?0aFy9Q2%C&P3MZVWOe#X%MQPD@U6PGf~l
zRs{_{6=P`i^$RRZP78O7Q%(y`3$9FgBnAdSwnjf0B^W_49WhIdO`a)O!+MiH12+Rv
z```kB(_8zjP**}Q=`v#>G?aZJ)dkrHNf&vgDu$xLc3P|+4r0QdvJ`_<Gd}{7=Y!@m
zw@P9{Ulx0IPyodMwnB3oB8>E^B@l(BgH1>NbyF#NbagoZaRNO8>Wa+}hHZv;$gN~5
zi1J$!I~oW6IV*Dn0@OMFL7&J?gu#G#nKkwlV-Vymbf}h(M{d2%6Z;0jMo_QYt3ci6
zjs>0NT-ErnuB8sj<W!a72FgZQuh*+Ui1soOCGkX+N&DJ7aLLQ)`6h2#R)&{Z+bnsF
ztJSj!Be>u=6g>e@MyyjF);w%{GTN@CB)!T@mI1x^(t+ti0Q(b64%ife?1iklFN)6%
zY>J2pdICspa_i%g38-Z2jQHahAM@F<>^|D*ZKDDB{^9<S()6JCWuOIUgo9_gCH#i+
zxca=r6(AmqK@(ufXHTHR-Azd=Fr*cM!w=OE#Xw9z8bA~oNYEGdY6R{ObAWNq0}`eZ
zQYS#WAR-HX)Z2t+6NR5J-Qa7ndb+dwNukY!?A|d5r}5wgy{@+j1&t0?Tgcv?zUN_{
zdfi|)hFE+dP%7k~fp!PRK#>up%3-3+A*#YLxlC{s9S2`sEv<h?3O)Y4ns#D+`z5&l
zF{S^JHR_r_$|0ivkvhtf6=l3K?*4~uP>*F&V3E3u3xS}+n}P$)MEW+9NkQDH-i2=|
zRl3QhR>)#el*zoI;u7+SVky5j)fs*X37dLAik){sqHe3*yJ0l6-8){ici-#1xooXB
z-El%+TR3`4kuscaR$U3y7rT=>lvnIDiQtYbP;Ce|pO+Enr@Wu<XlCypm)?P1y5rBI
zPw{d&%3i;)%*OI2o8R-T{J_Y2qdRLx%zN|kkkVL3zi<6;*lM?qOK{)gS;p7U-#XQq
zVE0Z|Q46mr0<N{h5}PC`TUaEL?w6_Ro0V>f6aH*ihQ-e3r`&%#NkEjJB+HO-RKEHB
zr?s>_#$lp^p!kpUF_J3bI<<z~mN)?7{q6WiHv01R+Wq(UE8b6}GCI{K4|u1mr1b5N
zy6+u@eeh<qj>ERS^@?p^*Ld?@dAvE?n$fz~+Zs`{n?76lw4ICe70CQ7y2Fchr^PlY
zPC`GvKRcS%%(%byF2UahE?Lt){B#OC7e9ok=nLN$#J!ZBDtv}Ft6u~2=h*1i_5E6*
z)h?3;bol_5w&W;=tsNa*8J`;^*k3P?VfWLzk-=sK(u-tqami<V%~;1W%O=Yz%M{;$
zwxRj7`$X{c71tA&Ml_LVI_Aul%@VG+6L;qzi*6hubjPlueUzhqF}eYhTxB(IX5a!y
zqlkSB2WLETQZ~TF)EbrXDTqu-$0(c<isWPu$G}5=z;?!yb7gQr8_^bGJyur<UxrRG
zlw}{wv#fiyM{RJA(}6_0{c%hzATT^r1d7@TTW747Ys!R{NvV}07^1RlpyYtFWISLg
z)!RQekxoPL=9YH<n8KXBJ6t=bQE$6O4>3<lWkfF~n%=e2UH)fU)#hkts`VP7IPuD;
z^_GR7Lw@?I5^|%V$YTq*@lKLZs-t`xQ=Z41QHt~rw{DhE__?oppyGKZ3rc1Ir`O>|
z-$xj_@N|ftOXI+dxuT%T+n`)BnYz8ioDyG0#~4D4G&77$VrLiS%w`U6^||onh*#Lh
zp#5de*(5y=Eb6UGn$-jH`B`1nd$5Alw~3p{q?UBi^DTdZvLppwz7I1gzv8>;YS;Wo
zWP(V$(N%(H0nY84a~yUEj|f{m8zZq14_rp*&I`j%lEkuLSer^S4<~VpXl697e@1uA
zQ|iA-l`)5z3+BWIm1e$FBS4!mV2-H-J)O-N?rYkfQky+}H!gQtRIkT5_L)7?>4Or#
z1!h+fi$skz!2O6*-3K*VqMy@bTjXC#IIG4d-s~d6kr`}SNvgm+G0QOM#`f9G-g=BX
z2jPn*rZ6IrViiL=(Ble<Dw?VUYNkxdkRKao!BC@XF6liOXR<;g!C9WFJmM~x>WtQt
zg_V_6T(y%GqV2Lqi4Zt^g^Be*aYieh<pZqu#77|uLaEB7rI{)Y9NUbWtgCBd?`FWQ
z>b+P;yO{;VZawa?=*m^l%fZY2?e3-ZQS{nMp@z(ZYhyj_ecq!6tvRHA6Fpu~&s6S3
zyupe(-OP#vW(rCSPW5|3F^5))Yy{gWL;6Tq2|nM4aNrT};v0vJB;a!p9#FFHkPlxv
zh<s?s5qopllIwCsA~E=*R^y3=nk1^Iu(N<7sHLYGq2rj?7{y-`jMyjoDf{wOjkh;O
z55O+2eOQ6<LEj+dgj2}sID*Ho(9H_w2!l)!lUYJE!j{w!DWrm$E9#3sLc|6G;pkfg
zqI(>PmOD~^LQz9Nz)-(ZS%fjjwmKq373)3H_BqT44%%``kTh%qb%DRoJ7>CXaf3Z<
zr5vrx#Sf3l_Zg6EHl;<KU}s6q%)v9f0%bdznUqPDDmoxDnv6IB7gFqp+$OjR3~JGl
z^iP&(K7`c}nxB0BiuPj<p>^~rH;bTtV~(x!<s+Mr=7_agfg<y3fK0WrB~2Tp(lpAM
zAaTq0)sq~4CDS(3Hn=l>w=C4;3?}e;UIqO0vE@T+tvuDK>%x~(dA_hi`G!o-fI8*)
z1`2}&xNEFbvHk;PGyyA!)#A2HCzvAt=0il5Z@0-NBk%|0Es|*y)Ay#(T#<_K?E*?=
z&jZrkhnh@r`V(GBYr3xsrigT+$;x}yV)zBJu88ji)!k8qsS>bXNx1_|TSU$`$)Y<e
z4dH7A$!KfZi>tbSAXF5jnG$jF`ZNTWq(vC#JrbnDvm3L;?(zS~xHEX6;TRR5>T+9{
z)^FEX($u?S{g8~G{5c|*j%!6y)*yUbo!pYnZvfp&B6F%RQTr!2qm}^tgqa(pS4+fC
zZ+>r+Jh`<^)@vsRU)Ko_{5CdQCk)v-vro*^98H;ceWg5t?b+=$RW4XmvgG5XtR?#+
z?g-19O5p1zoo+NwYoW@aiXgkpBen1j258%hQY^vL2Fr^yiMlq`tUn{%FG^q3Ft)%i
z6YUd9Q+E%{vReiXlBlwG)qK+sPu=O({cota`yr|~%P|<;U{Bk3kX>Pih+a^<H7(JW
z6RwY}T20*FXPy%leQji!7o7EkuIYs~t1JmTFa}j>RqklG);sah)w@W(+7%R|+!7Kt
ze9PG4?XihJju#wCJ5pjU#H;Oht2*@@gh}~9hz8?a&vinKA5mbpz$;mkR_W_aO*TL2
z))dHbKy#AhZi+wF49OurK3R6-{=}%_ll+0Fs^g%n=9s0fS<b1h`^4;y%005RyDdI&
zKM&=q%mut^uigU_z*mmT+N-*R@0FYU_IxiA&;5XM15x`uH`yF>2*t7NsrVG!J;yWD
zvu1mKpSO|jNMNUHxpjs!|9-i(*)8krwIkhT?c;l^l9X!4^z!De^-1R|S(F|rUXjjJ
z)uD4@RTjgT(#Zo(p#kedwK=LKLnM~sA`A<*5#A6;0|H4OTHP+$sU^`f-g1w%k#p_2
z=C0R>74I`WXXKTl6UeTzQ_yRS=Lpa4LXVa%tNY`}FI}X%g|i+ES-tz&RNJFu)Gr)u
zaFjP>=Ub~U%#*S%F;)ip5ew8_gqes{-@M7RF3CwkbyBLR6j{iN;*;X%6RMP?VM~W+
zxsMndw3gMDxt1lCUmNlo;H~ygS=@0W%Z^X07NmpGF^^S~@9E1A=i8B%$>&P%RIN8m
zF0^*Oq1`&Mz$4aOy46Umka(5R80`n7wGMLhK-on+ek<PfMjy50;T^mREKJ;19AjZv
z{PYI*p6;CuqkH>8q*A;x>NS)m%-qiku``pD06g^hR?q|X0XN|qwmg_Oj8-*mBul=r
zDL6y^{vv6hB7OJu04DQj`O(w#2D{DAruTlf=1BEBh~0aQ8|W5yh>c!e59JV^o6f-t
z<4UE|CySPWLUQmIa~@w@fxgy`s{`bQAdQ84@{Ua1b`!|-5cp8h#jlwmvkX7uBD(t%
z(F22938%;jJq^1bfmHg(FI~69m(A=*D!Gdee|$woE=O_S->OQg>_x7Qi{g`kCQNG?
z86pcl6Ks2Lxff5VnVp}lSTKQy#2?L3c!Klx9lEq^i9#w|zKA#jyW2pc*u9^2b0E_6
zYvBcbj6*)NQtD!ervA|R!>NT9;>u&E3j*fVdFOpU=2q~8_A9r;_TW*DfUtQ3Ilo~c
z+10s9Jjo5NE&K#`gTc`-Qy46v!b+=q_3(Ob+2xok`Zjzg`cZStBA$ZB#Ztsb3j{UZ
zL52Wu{PF>KpBbn}X25=nOp4z~^RQM3W@QJbImcSa_$1UdPif!MC_QV6W=W^VfK~wZ
znbtMI)j0>FjOyg6dBC`8SbWVu&3KK@hUZO|B_M4O#SQs!VA%e^AU><(UHk}nCg%mN
zv94>yxGl7*Jn-SF3ER~et9IV}33`h~_+}z`Ev03;9F^KdFe7JiFR!p~%B-;wD&<~$
z$woECokbzD3E$nhtTsNWYdwZ3I)SfAY*iAaI8_zDIQfS9z2^#YyI<RJcY)q0Pg1gy
z><%>oOPx*s=MTQ|`=9kKdV&tYFk_fZ)!yxGo?46QV<X`=Ou?&#6d<Z*I&xJJO%a>&
zf|!-EDGF4s+z|XH*nY*ELB)6W*xl62z1dA83_!yL@A{Zx8W1$<3`xtfZ~9rB#my1u
z7GItHsMB#pUdOPww^(>;ju^|I;L6T~R=4><o#{+mBbIgLohOR5f3y%`RFL1*jD_Er
zw>FWtE{J9vVip@`8^cU#ax7+xkCa~UcV5ZJz>yZ3!c1ED_37eDPexoo7)XXUEpF;c
zSN0>5-(i+F$?I4~b1|c<e^#=BHCQNxZDtO45A<D}P;oA*Dl*XQ5)R7~PLaGJsS(x_
z?3oaqI8Y3*vk2#BZB4pn4jZ%MX@5;y(wg)|&eg<n{<?C;ayJU+oo7`kdWR5_4e#%6
zk%wE4;etI!PF!UJv5o_YZOI7H1KVveO3vQAbK8%teaJF(L*eP#KSYLREEde~U=0X#
zgn|5;W@08bu_}*0$1NgUi5D^pb9y3+>tKC?g<}ifrlojt{Pk8msGgCMQ+e>KSKU-V
zG^wM?C__^HM7pG%(Uhns1r2Oa^CYZn7snpcm)ye3nMpRh&3@Xhi6J$=TQ$9WWl>J8
z-RNdIVdLU2NoQvde${VJq~2{>NRr}~U*^$?6YP_;mP{eO*q2C~prB&ri44N(SM`N<
z^^2o<8`aoo`(e9<4a52^6U}~Vs1b98^gF*C*j-KiIH6D1*SEMyd|uewXa^O)k=UE3
zFzq1EsGB)s*;3p%!&Pd4&l~B?HVM>C|1zc1V4>T-ab@oh`+`3sE$(SriPwcYf_w6<
z@XoUMje({l30Qa~TXI&d_7jLT*_ZCUj8cQ+(M}^cke8A*4ep<W9N<w{9!yWl!NN46
zA8Pv?0%uY0&T|9NpW~$16z>XLtmfWyVyii;eW@WG=CLXd;)x^k-MLEokG(D8>Ba|D
z&>oxA&BsJs<;_(F*|Csmw`m<{>jVRiVlrHcz4SyypNyI`c3LANHCDBk5l_F7j6{Sv
z{*XLBK+{7!Gle8HAW7oY%Unpcn6VDir5ILcXJIcYmC3M5S;f@V+@pbU-ri1fm-J*C
z!>o!_5jJdbar9){twMEmp;85rv`*^?8j>}9*d#NXlu8$2ly}gHML45H{<LXHCW9ro
z+s<hVkvTcIi2OpXw){BARwCiYd;2r{YjZh{0n>t>qO8EUcy&yCU!|U^qD;)O<U9Dg
z)cpP%Ci;t#Z__c?#DRh=zAQd10(R+y>yHC=e7Qr)bTzk~pFl5C@M~@FXQa1X3Uuk0
zadp+3BYc~S*TzcosIygSt1}#RhfnOIWd`$eqZz*MGViSKRcrqL25bNASHR4~$oLy;
z2V@TYJJkAr0Na%$1%>zpC<OtDG5Ypqe-b_a2D+gD6wf~(_J0t&|K$nrUl6;Q0c6p?
zh}{f;EF5Nl2?8S{Gt?iC07M&LQV$3_0_5ZXn4S!PT&Q3DzwQhGYXK$(KsXQsD<Dzo
z&weI$z`0E9fOCHZ39%C}(gDJS7}=qi0O$S(!2UPW{htu^zbNVdlUspyth9MI9fHU`
zPhjF9p;{smDX_sua$wpg!BxDD#J*0sVF4$!HqUnXDU>Fcu%gKkQ{sZ6qelBzs;PUr
z)Kufi+cAjLJ_|Zxjiwu#!T9RdlykKCk%<RlVf$7oM%aX75qXplgu@RCh3r)Nj^7O=
zWn1phr~=otdybBk`V*dxURhyxj6cQIq9k&}yPLgOFh+|R95vN`yT7g#nOlz>?~UsS
ziH=!~G!&7Hvw;ch(<UR&rwY4nlp0v{{#0O%Y300LT3f4|A0Ny>9`6T2e$8DL1VZkN
zJqL@zM{<k?m7U5Q3_|YM-Q*8KuH4@g45GAFgO?42^~@sYqo5htAm>x8&kShxnCAdZ
zE+he-!FDvtu>+P18^!9Tm#ZwN$MF}@Qa50Om<&e+baaPqV%$U&(4_<17`d|hY+)pJ
zFDt!i6RI-W`?uLgnZa5NUj#2>9xvTQqips>$D>dmf%_4@qyC#|{Cj(dk>#&h{Ktg*
z-|oHqr^)-rjtgKr<R5fpW;(_{H(cl$n0`5NF#I=89KYNx{@!o_P^bUiZ~+7v0bchn
zzVg5JSfH4G?R)&Sv%<{q&z%)|#$WMCe{+=oNVNK=<;EW!zd!50ILd%1r#}|l@0}G!
zHn#r-M>#^(%ockV*Sp!KKKN{P_NcmCb52k5ibRsfXfYAKS9FW5%`c-T(n<`AROTca
zp~#mFayovHPm*nAiltjFdpee(LrSmfJO0oI3GxD|?hi{0uL6uH$#5BX(_n+IRVw!S
z0)?w7KWx_DTRq>`-@R-e2PWBjaz7x5n4Wjt5DxM7lubCUdv3J38cFpbOnKRkuiTU~
zi0JU)w}1FJl<ecW({7^o=%U93_nHYBe22Cto}$%E=h;%t`$QDJ`k@GYZwE2}M#QD@
zoa;RPQJDr$LnBd@Xy=8yMIcOcFVw|1D<>>fG&nm#&^<nNo=B*Jf^t(t<VLcG0O^V1
zhG1eR*iYRx^D{n6;ClM1mFXjCZOvl|WmdX}=G((+;14%zt#O_n&!IlOfljy~(0BUv
zaW9|fr>ThJd0M-yJ!cB3Jx)rJx_4@U2a42ueN))+?2HG9)GnKBH&>~as4+xu?RKbF
zEbg#5L#$aJry=e~wDSAxPge|A9S?+WcvrDrUjvnLNUOmScaV-iXrR34U~=U_!?{21
z@yXyF@+%-SfMy7TsHuRMIf{W&Dh~iD6zh=$_ke5|eGm7Nb_wz988!rU<$XkYq_ync
zzgR|*mX;qct~M9D%|DX;9vC?xcmwiMAVBsbU|sQ0&jx}y7ntdztqXjX&1ddGy3b4d
z5wW+Od@YrgEaG$hAUsu>Bh&hqLP+zo9O5vPs1mX9{a{|_VHqwKiJxU3mqd=0#*qBQ
zMau>h$`H)R8R6EI=a3xfl5=W8jRZpAY}S2g&OgAMM~}ey8i5C^+h0iC!Bf26wwK+o
za+H9w(&#t2){aJHDb*1RPgikNG+Y_W8qW}5kw=*Bj8YL@EXlbsJZCFWoXb;)4}Dn#
z21`xVdWZS3`9ls@;**kbE`KRscH5UT{w9o#%Cab7{!mzPGIgYo81mRbEmdsU4Hkov
z)}8{Jw>i1-DLLZCmzTD<z0}UWxkIUl#94b3gL90GC~0p4(Tx=7!$r9Ho`yTY3YCh)
z!uq8Qt5u`b>(kdT&7mfP<)c%$EPv)D7#7ix@lPs|=}VVEBvWW-cxPguOU!)k%8nQb
zc`DVS{LTC&#l~OyDD$>aUm3x7U~C|=#gTL>mY)ZdgbSNF2cVn=l_(~{4;q$MK(LRF
zPhm&7n9!Q2dPNk^3`;4Kc@|S}WEZ|!h*qVa?tw~g`j;o>kckYJVyRI}%3ln5p;%vF
zei(0Y`EKFZpiFjNJX!%8Rez!#)9Or`?YOOz<ECEsl!jH|I2F6a!$a%A4qWGl-7Jo3
zU~!0DmFneD+4g#|B-AU{v^F%EpUnuSDUuqwdM++q&lK69Y>LV3pS5SzGN!VJpg>8B
z&wU?;Jlcm;rA(_4m_3Yq^>T8xka7v-9T<g*o83&#R|k<;$rnBRapSx(kg@ne#Umdj
z{DUDhqYJg^aNEww7aWOE<I?ZpL4Cx=OqY}0C4%F)X6Ec3X6JAHcS4!H_qY}rQf}h0
zFm6wgQ6dFMA(P8s8Kx8FmMZkFTeHZ+RT*azw4TmdTCEtTS(1E5e7B9Fm##0LB?LT9
zRpcH=jC(VE31EllHK}A;^mMCjKvs}Jq`ZbD7&W=-jRhdvS~x$8)1!TaxV?zezrN1h
z{9g6l>BzUU=S#D$S(Nuw<4<m^=cT$}^f_aSh)gVJX=SUFVf-|%Rs1tMM3Kz#-Mzw6
z_fjec=h+(-^&n?>&l5O6obLVID9NeI;{H{XGAtf`<=5oE;%Rh}+595MT=qsb1;xbF
zZ?3Vhjx3tqM#q_ai%R_+A-IT<w>vypEz7IXkkTW~NUe+7(pJP4VF7{)?nQYV<j+G(
zPmUgtT+J-!loE3r*JqN9FQ;#~QTwkrI{M(f-W8Klj#q|QK`dpOhN0H0*J8%|67Btc
z=7!$0)%kk5s!O~)v7W_Zjk8J53>DY=MV+c+6*{CrO3Kly+-VmmU6S#wsw|)fSz=x(
zMQV#HN}qnfRz6UHMc~lF$ge8lSqDHgn!K8y$?K#2e2{0(*Af;h)t&Q@S^c&z4HKMR
zvWVy0Gb9gY%ocQ~&ZR8F4ebjPTgPyJ6}q=)-+eL^38hl84W1#VZ>Ur#W&`p5;6&iM
ziYz|SdZS#sMzbEI#;UAZoqeSJt;#CRDMoSsGxVAW*@2RRl({@ZQofsNP5D47#q?xf
z0gXCOn5f}MLdIm@F0A0RKuPZj9m6ZU3D)PS*}efeoha{<wQvhil0%D^*g>13jk@xn
z?&Rs}evyVmrTSp=sa?Vc0q;ph{>t}pMreI8=bI7O4q2EN`0*7msE(7E<AiiYUN9y?
zsG&#wJc`|GFZy+K2a309v%^55U@sTCwVyX}BnQYzr-QGWjL%be?#pi#t<TfeTY3If
z+zaz|M+rm|0M`dYW5+`J26so@;iInxmh+`rj`rx6${UT1M=N*<QyFDrKb!-nPRYIL
zmG~e(57N+WzWL@1jIi#ODkfENtajdnjO_^J20T2h&5z$;w9@O)s8g}b^y?CYcPiZ{
zkajD)FJ|GLa&Rvb260;0uVdobq;RWW2wt)CX*w(NK1z9!wlF>7h&xbO*gcSFI(o*P
zqeZ*UQ&`xTe?8#x3Qp_-%cSRYjoemK{LUNWS(7Ymy>ukSh0CO?Qn7dAbdi~JJ3inH
zBy9{T{i!SCvGjupv_^<a<7bLFB^flCRF5L-`6Jz1HPw1`=}9aR#YvVWxy;J?4~oko
zK?<E0cL}F&YlYQ4y5X42qpsU2rB_O7Pz4Q9Fhza=ZO0vnKArlEkJ^NWK+VfE4_ijQ
zY6H6!Vv!9qvL+PueugtxBO+_Yh9fL>2W2#{bHOWXSBbc_G~CDDMCirna*8~KB`+!8
z#*28qX|Q3S8n9-Ce<FW!DL5D~u=izd>Xw(hw;Zw?A}ChFeZJM#X#1QM3f5gO6xFL^
zuCJUP+BCe$e8k>VZetcb(+qHx7;hQxpa`Ar`k+Jjv<l!WS<8%;+^AqK3x5kJx;ReT
zs&%nm7EAYN>+46x275svVj~XoFZzHt{(-<i;i|Bp^an@dRBy7D93Pl9ktYr|re)*v
z3(O(4@wXG+hO;v&Z2V7AXygo7v@=zxe2OItDW7iC=2W7|(h2!Lp-sjjBp`HBf`tsO
z*pO+94;;cQ-YA{nN(fiy4sTtA;3VW-z$#F?ouHA9Z{W+NYYcl_5=CV8qLis_(^qup
z6@Mmf`Dq!VBKa0LU7Kvkj8LIE_b#o~5#{L^wD8f-@9-ORI`xiya5;_%Y@_xk?E77M
zr)J7itccdB(})32V(cq2uqaZHa!EphSLBXsf+xlmz8%J!(IuB^ibbS^WdT{`@6cG~
zB=+;w8n+IOOKK=2B;N$KTr#IpaAHS^<e1on4~2@rL=`1&8^<~n!ewSADLFucF)PGB
zJby*3ik7cMJ>wiQlOZ3#TfEK%$yz4q5ab#?Vne;m%AQ93$Y$0?>`g?tF-E)&vuXX2
zmHc~N731of{3N@l?)pfK=R0^$VxiuDzI^}VQuWv6D+3D){a;n+KiNY6Ys#0nl7ys+
z%6|;xr53QUH2hBmDcheyzyB8tKzcwN?LTVMf28vM84U}FumuDa|0=Ejb^L$D>;CTl
zH;+)POuw$%|GfRP4X{M~tN-`&fM8ufE%Eo!@7AyQ++QKHEC7x6AMHO|fUsN!Krk*q
z77cj*SBo7`1^;>0uQLG=x`625Us1e_fbs=!76Tmt8z9Y98|rTg*B^uSyU_UiOZmIb
z|8toC6oLMC-^IUUv;icb07}~*8MFZE9|1i*6a9akK?`7){iDMAl_>i+rR^UXwDiBU
zqQ5z9fWrSTPTN01XaVKbKT0nqz?b!xIuwc?5Fz{@O0PeapZ^$<e}W~yORs;?34fPf
zEQ|oC;(sKyRj9dJY62vEV~s8OUxhDY3CR^aLf}L49}*v;Z>y=6a}71EsoIq&LMSN{
zahmI5sp@b!CFMZHjg>3{a{B;+r}@e#YVaoE)g~Fe8ny)=f?+77SA&kJV$B$4vpJ(~
zAL4F=<r%O2FA9m%Owd8G4=!yEXRaRW=kDp}S0~;3XaiD7V!4yZVGi&ycl3>uE%sY4
zi`i@Yq7&Afj}xz9w{Pg*U@o7>wYW;|({P05UW?H7_HKDrg)}(=fm_F+Oq*q>Gh4Io
zBi02uz4tniZ}$tca&*+vo8@@3<|g5J=zje4LBs!%oaJ`Vxz1kZIOvIU8WW87rFh%~
z^~MH6X39Ss>L7G8Kk%F0cmK>BV+~?ZyPIzyV0{R|ZBp)$>{Z<IUal&*URjP}HeuxJ
z>#w}e!q407(z2^ea~!)CK@Q2wTI>AFs!x+5;V)MlnY@HL(@sc|SXq(E_QdL_MH(gC
zgOza+`ZMBq=Aa8gZ99&(<VS4=Ju=$PBRR*0IXIue2kRT93P4ECF=`aHA|r|=;BZc)
zD-|rNUmncv7bwWZ!x_kQ(G<ivt_hRb8jgIZsAm#A5X+hdqPi{fvt?=Z#qpYh=?o`7
z+un5TkZ|sF22c#D8FY)!ut9dQ1Klg$FnNNfYM9w~3o!hcC|eP6`I_hzmYHw#grnVU
zu-wOEzRRHgP-fUoQ!=P*o>}UVRI{6++;BN_gz=~YbTxHiGF8^2(5d@)vjD{z2`8&Z
zfCxfb;I~bwaQ~1aVfgtciq;ZmI|>ebW@?%a{Z|WWJSwVDLx0MzKkc#FMJaL;CNa-H
zH`6gPe)ELU$EWJNDZo6rSbTyrt<O23mWox3>qI5zP-a(CZ)Doj#>7p#3=-(P8j@5@
zNJ#2y$w|Q+VX&5f3JHY#nj#&&nA~yw*)yqo0aSB@iaLaQa(i-ONK#UAjl?uJLP(%2
z{0MYHX(Xm;xXkivDIs2jh`<+m1V~|lXai#ych;iM@Tx=6#Kgq%Uf>E?%OGaMh1tm#
zK`zu-`4#`CwXcAyqFeh_Qb4*JL_(Uq*>rbGNq2*EcSxszgdim?pfu7gUD6=kDV<Vx
z@EqUsitoAK{e8bXd$VEw^E|VjwPwwl&67>!5)A1uiYJ(YFK6S9Q6#LQr)bHnF3lt;
zNTD~VTC+%B?NbsjN|U}Sxkd>fCXFg_P_lkBg<_sc&{{N)*19X_XWL0FG+F*^llYMb
zdAT^*&a{Z@Xq`~<bEE(!uP)=wi68s7xc0X=T~i)LhTkRH>}X5QJKz_BFOsof<8$WW
zKSh5Lr|FXO73+#(>p@ivwIdMmsWQu<+&8#_=}6DS*dyZyqMGMK%Hqf=>|?$8(Lkx_
zp(yyTY4Pfg+G2zVNrn9{_%+=ef;hx)6AAhfKAR)W>m@_P1Y2?5R6b$C%$F#aD3Vxq
zzT)bV6oBWPj?|r*KIfCPI7X>^%iBA*z;^@tj9#1h7@raUW@aDUCVRn>HK+!;soG>2
zL6zNO6}97@lxUT)Q%W?es_u<0E9)A3Peo@xNkDT6MfJHMSYaEf8Wv`v{yBd$0rrF+
z_XYIh0*?9AzLT<O2BWG#%N_ggR%?xU39IFhrL&oDy|)BlJZv^9^@OI^7o7$2JwRH=
zhL7A0dYT!sbfSWkUpdSO95Eb8jy>L+3iv?%;M*{k-!4rBT~j2o3tr&~GRwMlp_fWL
z7q6pB*KZdJH6}$k39?)zUWY$~y>Z`N6!&qNzDS>MIv)=_vO!##?0_eXJx-&V&{D<}
z?J}+~xJ=jE)_plG+-1T{{GR0N12ZNwI7b3U^kcWLq<)Ra?hlX8-j5p=8fnfyNq)xv
z1RH5c?P+rgO4fnr2PPwiJ&p-onj7WQ#qj8zPnWp!jkY(susUtgyO3JMkKBPV5^d6c
z#w$+!s!41D<61UNU|pg{=aVhv3{+9}n{eG=J{FCSnOHA}a$y})pqn`#{9ith?~ak#
z7D2%jel`wPZpI#RrO4L1h`>V7tR6vMxM)P5BP}hF;AjgEL_da32~LB=qok8?9e<gv
znVFR%`gYQs!M9xA4}XSrW}Gt6*O=LqxL=wcK?Ho&=efAZuVWlU{c@H*)sQy~c4kfe
z6z8$CSn;(uVr$pp1Eq#pW<g*`iE21igch#Yu>x<izj1}EMTxJi1!l;r6-(^)sBBpk
zvYOe1;Q2Kx^s9v8(yx^kl|GBbbF`&G--EBlzWJ1W{!uf`F`&FTqWPWN$ZYsC1}H?{
zs<aY$LF76+NLT1-%1hs?fKFw4bK3;2yxy3qWjdpnCyEz{J~vB8S3PpKA-DNdgO`;!
zr-J>Dl2Uf&17&QHHV0Xg!kSJ+`U=x07XqRU=qCuv!W}A#IVJ{fmvai&&$CoXmYcl3
z+cf@o)D)6Mw3GTSxB-@9uD~rC#gA~$p1msT5fLTXp1{UloP3*5mZ9E{MGPkstjGEv
zM1&W1DBjpY=OLHkcb81&y5JcGK8^~Aq<Sj~3Y{Fg&P$9{G!&05&DRd4S`CLw3f${=
zidw5rZQvFYx97`s4%i7z$@sSO{qgk2RL1aj;tER8cM$hf6`i#O0*aBvo|xFDwb$bz
z#SC0{a>xNzVM9AFUEGvw=<I6qr_7?Cwy)Vu@)iu?hKHAFPcT8teE;B|uAB3;ZyZI%
zRh_&3*~2HUDi~IHR(L2mA1%~nT0~%nas&*453*V;k+*&uifG!1nbLxe&q5dhkoDhx
zdbzMWI~l6ly@9W%Mw+fA3yMg@G3c^o<-d~O_uePj_wG;Y(|`D;%5Y#6O9#2a2Hqq;
z-K%$}S4?Q?xpW~vZm7|fiMLx)9jYl@F8tNas~)`@J$Nuoa5<lkGY1+`&$;Jj2D@_$
zwzZhyrk6wD@KxUMEW)dJ(#Ef_x@N6}ZLewVvxPAW@ZXd}RuB)C$g>{{NmZsDD(^4J
zN=JZYb{<?zh|b}l3|k|{2e7jqN=V94D4gc#mf+ZMX?5MkrGn3$XR0jBta-liI?tc>
z7{2P1rRZK%VEZ7}R%E41<gLe*KFQ6`!P7*|=G2!;^h%xF!qJdBN>GIxc{obd{E;u$
zma~&U0J*#^@>7feYoJnNoc@3RsQGz}{d>NFs($aOd)-*09S}t-KpP2$d1C&4IS~8^
z$O^VUN9_u=*HNt+zDg1i##1ImX_*4;KCAh0HvqTV5`8^*C(Y$EA%(u(#e;S90fUUV
zs+_U($08uUa)PdUyCe_3cqZbxwLKbQ{5}#VyK#OZ;umQNZ@5uKO!?~iPd_k??H%EI
z%%qJ9e0>{LXF569yJ=>yq^4`<oJl<n9&gG6r+q`OTJKTnV)+_cjaxeU99|S_(?yN@
z1<M3+GrjG@P%Q=xc#YtFmzZKvIAuL5%~=OawG9}X5l?NS??MP9%UBU<f=@mV+v_uv
z>VBp?Mfnot3RFobfbZcJv)HzL>hiv+oVs5F;)C~Pk1kqvl>hoivO^ms=TjB|jK#D}
z6byzflIu0JlMFs|{5re?Fwt$#A&B37cV_exq3clKTwMk`6r8HC_ck%*@ywe%gxc9g
zc&v|@Y-78x44UYePQ+zC&-PyT&bxizOS_cL=+?#ZX`#~jST-06w(i}VbtgsG`;;!I
ze*GL@3n!c$h3^}eIig*3ZfD^1X3wLl@=OEtF!h$pm=`d6!D}#Y#tUt0RLWjHrxq)Z
zRH83=gZu7FMmP|&D6AmBHQ~rtPnE!?KqOswE-bR{*u9nW%0#e1YSKU^rZOT|!p^p)
z0h}E`L95HgSqJ?}B3XZGf_+YjYr&pmr=N7+j&Z)WMRCYdyqxZx^Vm%i?Cg~FTZ)u}
zQ5{p4GudpSKwHLlVNu&|3)+p^z0fQ_;L*JbN1-tcw&&m@PtK|PjkA0oc}JX6f8i&;
zK{${L@e#VhTq5<Mex(C9R;Va+wM?^eM6yGmHevlpL5}tVwP@zVmLzPqf*^1H`?MGG
zcM$eyEFyrNWc#@*{({4{p^}6?t-pv7r;q?c9ff=_AkZ7%^Hp0W88c{WZ8AMwudQ{z
zHYsnaDx_OyXA<w+n{K@R;>yb9ZE$&d*^w3Df?|4g(`ReCE<e8Bi{kXUPfjEY^N4~1
z3A1$ai=TX$6k)8VOdFHngz7Wckvg;lp~tut@%qmAuDQ+d88x+yN@hhu4wV@-@`8bD
zw5+NbHHiJncM$fw!mnC?K_{~(p6cxy)HSTSSf*6ACPGHY)B&4t@<NH$3&LGFeiP++
zRXQFgdSX>L=A;AfLRJm<nnm2{*%YN>kOLiVRLc1Y5lo>oKV6T2&WQSuiHP?v;OM3u
zlt{e$-jeJ-Mm#PPu;KV_I5<n-!%ranom*!^cQQSc%6aUF+yiQoGha0u#Cw|ZRbYjm
zkyY<&vtra!BvxDBDzmaD^P4%2b%l7?xKD+$Dl8G=4L<R;n;e|xw1(jz+~VLr_jr1f
zZFzELcAE*ZlPgc=a1p4-d?c8i?aIDyu>fP+7_x!$#kD>y;JDhh)q6=2Wq4IjiN!&p
z-V19Rzvjcm`!w1ou4XXkI0!m3o7X3GV!rsj3uEFiHLj3pPbJ$>cJc<Zi#6l48Q#?A
z#Is||y^o#X;70fgdre<k$1)PSi=jNlP|9LC(7PRCvypJ>fI3}ATop-XP#ADI2_mA3
zRd<^H<Scr4w&E=E>E)T3F2}SvySl%iNAOF<6mnUo<ql-$5Fcbl*K^f!Z;I)vZMWKj
zYb08pE)-eh6EpB5hKYS$0u8&GLSM0Zv+8lQK+&1H549BwbSJo?@q`Smj!jx=X{Xu2
zLIW?7hpl(*)0Yn4Ht}d)D$uW+uMI<|)YakjLwReFX|+NO`~rRu)3i#?U@y%Fb8k6w
zb01!fgnJ&KHukQ5Q=OXmM5tyHpxR!l6But@JTd>8(1!d6-_ohME$PwoeIUG@wU<tM
z#Pc-CMkjyY!)|<H%JijApGl0<UcMI+r{JZfXW$RVUEwC;4e4s6{_5^5SDUWIU4krx
zZ^D;mZ%#+F9er~*(1>%hx=PZ;K-GkFcsJW<E)0ScJ0)jbjoq7@D`|n?b=-k8J{FgW
z)|$ZMBKX0+kz1(X{ne#^PzwEuoda_KhI(UbqdT<&ppN)oxF%>wDZG$Sqm#9<);F~I
zQxWv9IJN(cA_&9`{9pf<lL8y_ozmr>U%)Z4yPvz)ufPB4_g~!q^-O<J{Fj#Q9|v0b
zd9J^=_DhO?(cT^Tk97C>f7}26Ce?o*so&cBf9d1jWV-9g-`zPl{#l3k&+4lCv*ZsI
z6_B!wjfEM|Pyxny4rW#|77z&hUsIL=l{x^$(SLjZ?sAU(rJ*8Y2Q2pg_5lDqQ+_F^
z5IKM}XTO3jA#8vPz`uen?_2}^s=vVoDDD343-GT1%D*Y3e!2Ag&4q>I-_AF`6jB@<
zcRmRJlS9iGmxUhI*x33&-)>){sZ05kDjPVtTlf%#T!8E;o!f)Z06d-0^p>Yjd7xq*
zkR!rA_LOIRAGu17*G`K{dOjxWTFvt!Oo%W}<>M#BN&^IjZ(;{@hw8G<O%5*5@t&ub
zN7p}0?APWT29rDndDmwg22*9X%djK$e4X_&meOhy+|U~9-5(6|Rn-(x`Xv`pG`_Uf
zEF@|f<9;|vc%-q$E^cc@?c2lRbI_A<)-S=niOV_;5!qn&UEP44L~H4$p<l*jt>VLL
zk!8|zn^>ZB2;MN^+9mFHLPd#0^%2l&Y$~c@X=S>NTw;(;s6tuvC{39u`)C)E{vw0t
zLZD;}k>P!?z5GMyCv$EOu9UM&C2}0$7P<&+^7p{2Ub1~c)peXcT(i&V)}5!tyr_|R
z@^msUuruE=^HVN(K*2mjvBhnSh0`39wpO5t*BO5hA#>mc?jfc1p}da2(CWyH_?{H*
zUB1CSUCf|pD$|v+pNz2gyqZlAn@pD1JS%6SYhne?Rq)A#q^?}b3%k5z`p)OYf$5dm
z*cxcx&>6{X$(GA87YU#UP}03&f;?BtktlNNV3Uo$8cWx6X%0V9$LKYZe0aDP<C^D)
zK`sDtZ*703F=I|<6TMu5(&-&Zg!?FgI%t2HcX?crx{Jjgi?;N_EGo{Q3EmxJLjU09
zV0Ebkj~~pBfkl#hv?2c$`NT7MIZrN-)7h61)vMq)<C1=R98*yRLn66EWZk^x=EJF6
z81N@gAJ*-o#FxIeT?ug%Rm|>Ph9Wws$&r@IKjyM0RYuJA1!;T>K4~zA&*qJn*o#Rk
zM8zEx3p0&-(9$uB$VL)V8)smylwGTU&ooQAm_+z2S9~s=C__$>N-|JNp!qHJZ~}?B
zh?novV+j|LYD|hqgo^#mY>piH!zZq-=dR|t!pmPB`I=qE4^v0ZpOelf4Z4^dq$YWq
zBF-oExpW*V_=%#yX1&L)@FV*G`&<tOEfXq3x)EzjMd4)(&db+)HMZI!@RXy{2cbAP
zcr<}&G@J$1pS$d^9wAtHvetfTR?zEaUr)fgZq8zxQPYe&9PB+9q<vPX<^~ntgy-r>
z@OppPwEjhpQc&5Z#O7lqu4g$%;6|{Jo$D2MPp;~P?%|6|@nNYhCGE9&UhT%JEgH91
zJ4}pRQfYajPGbtrOl}#~Z$6iMgcsP9F6uFn5oQnhmGMGj7(<781(julwap6hxTPH$
zk3e0d@P(irwR3yTFK-vU4GXWO^dyU#g+I|xbN2`ke{?pcofO1lelCy}^IaZ)EuUzL
z1gG#d%ETv{E)WW7m(YMehKWMg#lE~{b~3Y^VnFBlzAVXd+pRzK8NAy~{-uw)MT)C!
z>pRiuaKiW{jht%qjPa%#t5<FFI!wK@;p6gtJEoWx+v|+)jkU9UB8SyhbhEL#XE9s%
zkST2PRuH5V*e#jT6vi56C)7s4E$kU;`E&(*i8=~=x1UQ%Y9K0Z?WhsTg4}d@hB?9W
zglyxUQqS`Y`+vT3E{EF;v6)i%4s>Nb+_u92OQKezC#P>M(NnF*_>VTVkR={u96d@O
z2C0$!coE4hXNy!6Vp7t!UCl)!QpCs+boNv&(gim~^!*tNhs3+Ce0kr`wio*xp28>w
zsjoiEKcZ?QU*Ys6=O7+`L&Mzi?1_G_Qbd495bn4TZjw-~zvz4aQs!iqfCM4FV<DzX
zi|p}c0#~fhZ6o_27EID-<f$t%8;nFpFzQkR4yM9POB@(R?_bolmZb=#nHxQ`roecu
z7RJjX2xUoEMajxu!8eNTj++?`LY_{x#o^$Z3tp(&N6#`IDD#*sZ)t1k&DhLX&8Q@g
zAUW>ftO#123^Lq#MWN4d+?sBi#@(%IN#Ws3w@52&o^in;^e8Lzu{lSuBr~Q-3rOu@
z;eLamEjnWx`#wXA1coGapb?dNVEKh_Od@wuz9oic>uHH8XK3#NK@DksGCULP+u#Ut
z{@vm!nwH0A0hBcD8m^BZG7$I2o$#Y!sZR}cm5or{Vmvz@7@8_3$(SH24X}dx`}ikm
zoZ+}*KP`XW=WRi6$@8BNIRBdcwdia4;znmiE{v@Z{nM65T>(S#zFD$Jz22mKfo>&u
zrt@%w`h+`Q+)|n^ab24t&p2IiO`VW$FxO8|Q<8j#MNHTU*4dN$DCs1)H_1D@nY!H$
zx$ToY#TxZ{5>xvguE97&Vo$bP($xj>Hm4c$8}PSZ5;{MCkl9Jj(2vbR7c2}c6#MB0
zdB0MrgEme^?Js%wxi#FZ)X<h-pxMn8_4__&k1cW|6+H_&y0PthtSKWb{BW0t&nU|!
zAnF3|6yA*)5l@NL%IA{U;~4)4Q(!^Kjhkw<G}JL*WKPeNk+gjHEfZ$-Tbp-q*~+rE
zFPr%qn=SE-&hEzo<rDVGE}I4Z_DVY(9e*WuT#0I)2Oj52H0vW~IV7WBAG%`jF1St_
zgtL@$LSNIQizLM0DYixgg^L7T;^R)q%sp9^A;SDj;TDZ;8~Amb9;S;kSL_7KvzIm2
z{IUOyS6XO$8e1m(-o-8xw6^6{bNd3E^R+;`-dibwTTO)IMZ?p)6d0y9_faj7uZ@w4
ziI}^_OR2*U?l%~iOYt1V^zH5jGmLp{Bv#>N8hx4FW?#1}2wtfcawL#PYkZ6w?Ya4)
z!T<JyOj?SVT@DK2R^x>H_S@3@6=#wrnfXHDVXG9rl@#`f5!}V&*`=qMDe!LQ`Sztx
zE(fun+565oxL}WyGAI@p`}kDzLA2H}+Cm<p7vs)HhZ7@(8S&@GhhI}#A#vF<$w^a+
zdwmeI(x4?0h4{Wc-3e~3h2WiKMB8IsYD+1U&gbh9n_CLmY5O-V?G`LOshZGCP1vFi
zbclE7r@_3=jmwy5<Gs8PYN|!6OThhM2UViJ`<!>Gl#)!y%POo<(ELMPRnOqKK5o0W
zL)d%~*2VY2A4KN)56gVS;&qkq$e5weOjJKKOi$?q5YEaDEHMbrs76l@K8+iNILDoP
zRVEK1VtvX{o5lGOLIK^GCp3Z}l8Z6bf$=igs7Wm81O0|sfoOjn*Oh$D@bt3%#cKmK
z2kc&AZ~<0vQ}ZXl$-3Q9Tu^+q$NzcyPJQZ|1ozQW=XzXh7uN3s72M{WbK7c!&u$O*
zVouMV4-c1~ev(#8P@Wqm&d7YGB=6Y7qbl~W04vUi-i!5h;OiPgg?3kE%#;hEQ3<PH
z4ixHDRmzaCnFGk$e5KUwytPd};Y$VT5M5|W#n^d!LVh56^eiv?JT`Xd&@4xc6(=l#
z)VfPj+Ulq-9!KG{&aN{!jMlTzT?>wOdOIg*ny6U|9^L11RvBF@$lV3?9HdxqEyIwL
zQZHHBpB;Ca9H&`4LAwzfZ03%@))ei!J@`~iGaNVKD0bsEa0V}T*_^tP{=vJj0-&No
zA&Q;~f$x(+1s-teS-&Kb0Grc~Kv51K5wRQt;WAtc&U|}>tp=D%Z3dSvVkH7Dpg8fv
zTF6^8#+a{@3aPJ@(se4)(!mAw-nx~SDwU<R?nI~Hcc=cvWFF#>)32<f&<TsV5rRep
zu^M9F_^^Vy!mID1*8FQhW-qiPs1-g@+aYIY!t3oYNGdErkcfpr>zRFqu`zs%!$?#O
z-zP<##Nod?aGeas5)<#D)E-lC6eTSpH)aGqkjJUTfy!=xnr|06s5SRrQm&^_aY9Fd
z@L@Y_XSDaH`hR-lYn#L^KKJDirqwy16CH$}CYBgn;_^W&Xw^Mn9o?BiMkrBMn$>Y-
z2gwzrV(5p87hczf;yXrKjmKj&9Nwm_6A2Id@O#1a!^T^SSjL%GBu(OYZIBW9U{^G#
zBl+uF8-08XFM5;c_{73`@ii7G2h<}J5B^KeiTp5yhHR5j(JiL)_Nyos-I=g?wRbGH
z#tO^re8|P8XwO&mlO9Yhw>5?&Ec4P=v(i=ulRsa?lca<pdbYZBQlIbdwz`C@At0E>
zk;pDVs-8p<GS%zRuk+cBIi{wBLQT@U2*<?}R~VMUHc8UpwkM_aK#Py};K8!ut5}ck
z#@~$7&rQ1$xf0{e`wzY`F6X9?js@;TvkR}QBbOSg>>O{7F}xq?(@*^oW311TdnzpG
zqmoO@$YMIWu@h76QJCZwSm}gGJw9eKii0!jqN|{9Wwe92p><?e1gEw~_Z5R-naaAO
zzm`+xbt1+X{g_l)43A)%-f8T0A9B2UWPyC4daGR^PJEcEUBD{mrwsYL2@7bWenCMc
zoA;E9_<hpjL~yTdpD(jK!DP$Ke3#F@<L2e>=JnxyOFfjwZtig$WJyy!sicCc#qz1=
zzy`~dNpXL2TSRJU-SSd-XII#(B<-0&q;;bP`SS16{fifd1E?u-si=rVXR@Rj_~=KO
z{<1G93otK4GQM!Nb5Co0w+b^qWNl}Y3~!)&f%<`TLA6%3^W*8qFm1|D$GeU@VQze<
z5trb|>1SOmIFVA=rjcwt1lWYQ%ftB4D_>g7;xTZ^I=#5a+_iHoh^sNs&Kh58i>Dln
zO+P8v-4^$kYj{nNH?m1>B3;y;h7|LJuG}_9u7djnPTa4h=m@=GWP{?_Q%d7mt`Fo8
z3W<Rao_&HxNhu1UQbeg<eBC7Y(q9dz;1rnF2@^Tp*ZZh0+LqEGD}3LMo4>X6#M=yd
zbv1oFo!1!cTZgCOvokm~*sDCf3Nm>Ma@W=QR&nisbF;{wFi>;03jei=1T}TNM_w+}
zcCM;^lt=R&_Jq;y>HxlbJZd#k&{;gw<9P!`YS*vj5m_&m&lNgAjg!uDqfg9At{-`S
zDK7bB>)Z@C4YwY<|Fmh=`N8S8Q!eOMa}HT|D_mt<E1<5&y5X3J)rf1R)$^z@fqHSn
z@Um@Qs#KB_SBb39bfXrjDD8HG#gR@znfM|$r<@6=U`BymkFn1vDU$5i?hR4273nW4
zfI!>+H_3~SEaD4TC*D{L^dny)s%wC$sJT2=%tljGyF*{ZaX6-1CUNnQ_D*It6TUq^
zkH<~hx#l?6J@PqR8zh~s-8-3Z!90WSb++0{#PVc-$tnI)Kj!Ya{n=2vn7&|IZG?9-
zHl39?*<O5m_Xko-qgkyOUSHHJ4}ysh9Mx`~^yAR9o#9)B!Fn6Ax@s#pF&pMlO|=9=
zw+?w4y*RbKa{sjD$Ibiol7;JdA5_g{=?y_9^(U7+2iNt29%*I+{mlr1f-O#AhqNq#
zniP%c@sbG)fyUA-Dl5_ZAm(zD)_Ts#K1<%`*$a7{{!`iO&rU}LZj@T=dD<G7Lv*!<
z2IR6*^D-hBH})fY#v-dKnHenMi|sivEc0Ju*d<hVRrFN!4C!xyzT=`Ko{Ez$4o)^g
zLb+lWj6@3Q1a!Ew74g+jcyGvrIp`|mX7%*coZmDkE{83?IDr{YO4-#65(-95E<lzI
zI4DXldcX=4@a__VsMNmhp8~z-<)CDIMvaroP3pxr=iz5Xl=5s@A!jqMg^=6Xlkccu
zYwPVAjBv|?<S(Ai%+=(sl|G%g$+`8ZeBR@Y>QQHk+<k4F)*`yj0#GTZ@vp0*oTH)`
zzzNg62E9uJ?_YiN#Wv!$q`nLs*&1oB`_bzjJ{^}SZI>revx`4;CWRz>gu!ONx4{U)
zt%;KLLZFIHRneS$29aI?%1I_vvTfyO_DHT5n<1+VIy_-IO5*9Qdn3@2t<?P`u13*Z
z{u{Pn(n@p4!blk0RJ6Gs^1zn|r7k{bD98{c`02TPyZ2!wK?!0uV&6v}zjGMcH`^eH
zc)+g8O#@0i@aUANLtcJhNTm<aSGEcdqdJK7nP@!BGH#*sLC`_EAs#F|kh7U?I+^7g
z*81#lIvz~QJJau3ZKgDBQ{_p-6K1-3*#&oK@*~u|<)kItKfExCjo*2tN^a*$bW(2L
zgSQIq`pd&h&vq#81Y!%i5ms}RLe-<fz_E8@OB7q$TiREQ`gyKF4euM9eTr^Uq7*Gy
zX~UISU$$%vYl@c6`5~()wEMwj-Pq~+>2yBCV5LRT)*S`AzwOnzKqFs~dyiciF~0e+
zF+Xk_g2!^JW!OQcE-&CB_0b9x#Qu<gXA`s@>6R=)v5S!15zd{M<BQMR5q?Qp^s+J(
z4<D5rHm9?LkKNi}ty%Om>tK309u~P$J^Ab^CM2hcsZhtx(`oaYuBq|$@euB7%V{E=
zwj-f*dxvV1t6GXS<M{?tOV#sj9;7H+rdpi|t!NJaAc;mbHo+26ZUd(wYb~YB_9yBe
zRUQnXThKbwa530ani+PMa+Qc_F42z%4!tqc7&0KoQBC3g1S|Z0M6=Pk>(o*6LsD3H
z9V)fRy6A+spbo#N1AG3k5*vcWTrH=*BRu>r7GqxU$fHn_fmGP%k=*zOFG|%HmWaEn
z4HrmfA-R2Oo8=N9eIpFb9?6JLab0YEwCy}BOt8_=&=j*$ks=w>O|WM^9u>UPM8>KZ
z>R>0vW15JBot`9JHp>g6Y4+kZdW_ZO?z~K72h&DRW7+ndv&QMeNuN0m(Xv{n$K3l9
z<raJGdr#7<{n(3ke1_yE7D1yqs7;s}`-NZi=fCjXzzsUucCy-7@Ev+)C`dNqjT**b
zPj28@#7!B{kG~_+7&^qUdQ3ZL6eChD?VQUif=wmclW&_{p}+fLIZ?_9r#tlrlDxJ7
z=@{zCBW~J|t<K%tA9fA{^d%N4-3yBCMz8#%NQy}1==BXGWuC3;f6RG0?w;&zJBvK>
znsfRiNB5ay`2pK3(Jgs<bn(rQFkiha)3)&2>bmMNJ!sVWtz;F0WOMFZQ+Bsgdyhce
zli-@RR{f)?jc_h4%BQLiI!q#+6C>Wtk??k#fmp0x#3<`KzBaXLXK>GSk<2v(kHRLt
z<1%!xb}4M^S_@f(5oS~dLO^QSgT`1}H}x6TL>L7nDoUtE-wecv8n6y^FQ6-r8`*Bn
zs()##%O6*i&{-+B{bKhLV|0TpF;c#%G|_5~hM=qyO)H2M&(1CV>M)ea`*8n+xasO8
znOard!Ph`R>e$oegq%yMWM{NXa9zmurk?J88@GnsIG;qC3;*E^pO$wuKW~)Xy8e~3
zWw2PfI0c3R^_Fq!M^c7_5O8~2tEQh=KV}09qQ6};u7x2U^H%!UW<*$!Zvus4g|ca+
zK_+dAOs#M|Bg#U=d`5XE*>F1DDTP$2tzHgNvqeXWFO}-X4Qn<*Xz<tm5S}BTX4kr|
z&h2uiW&vrM)NA<gsg5EA(x%&zI&O!h)3k1F=tP~YsJ#wwvw7Ux&Uuz2FO?%~Vse=$
zodshBA|w^9*nMbCt$mjTQU*nS;DS;Y8e*cIIzGH^SOubYfta;#DJHx6wTK`xbEs*Q
z6J3cd7UdYRCjC-UDeY-n1YLWI+H_rmolTwvU>+uW!l85wW&<FEc!qdgMRDo{BZN`e
ze1R|kPRYNztFo&>LLF<qrwZ{?u8JMtAL3D2#^nv&Bsi(}jm&zr3Q<#5v)${8Z_#+7
zw}-HZJ<g#hO54ZDYx{?aWT=aUI%5m>^Y3`3teLQ*2qbbc5z67yxBBVcW$K^N(gW#R
z@Nmg+-3_Qb%<A;ZIv6_9bRVl@2piDogJOLH+F}tnF!M+#$JnEUt^D1r*k2|v_V-#4
zTDJLyRDKqO=OtW>T-4nW9~l}$hD=o>=GSEMCZdc8hpV$hNp;fXu9-*HlG>zIm~M4s
z)~&l+5bUP#*hKNov2DG&%IlaaS6#7%kWZHX$iQ|xBB9lEGFm`8noU_cH-++_PO_<r
z+?wJ!r`QU9+}ANV7Q{7{LEX5K+~Du_#zS#3V|5@J+=ss#QSf#T+r6@(R!6wFRCNcE
zUYZulh3VBXC-+0y%QM~D_wk3Dfm`i$JPI`|NU^Gbsg%VKT4b-ew1qyxwqx92lNC}3
z{n&o143)G0K!BWqG#oezQiy0F_K6Qa6W=q$k1|Qb?)-f?=t@oe2u7J`CBknfCQ(9A
zkz+N|2(ItSqD5My@su*g|83*U?wQT};+eFO28~FMKW~P7N!|9=v}v&p@8zlTmRv-a
zl@ZEgZquIp7c<iXNwL+QV%h8TLA1y|7n~vU1wI?C{pcQ;2ZVxHVhv`a`OrRewu0zC
zc8wCDTm)g$sy(8^7pw*O9T!n$5=Gm1b6f@!wc<fe-PcYIZ{@f8E#OpMqTeZ*xzN3X
zd<jugL|kzfF<L9Tq(#0cigk(XlfNJveNqt+#Mr#8l6rG$&z;8hSdKKv6uC_trL8=8
z@%WamkzZ$k+4Gp$vyZvn8gGvIG3qUlxp@uqrYUM~5h?g!x!9?y+rQ_Ak5LJ!)dw11
z48{5%EP%fXiL-$qf0dyDf*Aj00i=;NH?+5LurYBYQ?;=-B4Z%4H@3C0cVy6aa4<Ku
zwlcPMgfJS}7`i_DWjqADn}4zD8<NQ>k*NVuoQy0ij9@YaCw+TIcQSbqF`zP)qp_>w
zUrd~L_NY74Bh6ha|AFuPrGLUATp(r^HfB~9AR-j7*?={enW=&Ie<<&Ksee-b2m0kR
ztO+<*|FUfUo9fPL^TOQG(wOXLPZi0S<n3*YoD7Za$$rWY0K)dh`i?gCfcrMU^K0MS
z##%(*(U=SfjQ$DA+8EvKBmUZ#Hg<CXI^aOY`ES2>K|y(-hWcOVeZOW`dt(#8vc}1Z
z2pF>dy^*m&AYcfY3E5AKm6@HB4Pd+5$gKZ`0p;o0KtKb3$G~iWuk}6b?)ZJWJ6@m|
z&~Ll|#twvj-@`cB07voPFrW=E5S05n#=!;x1NP#(?LYGU-1`j!1Gc=oLHT*)uYUXk
z9VcM#yVnLQGc)8a(D?7XU`_}pP!8xf4Cn{Po$vhL>6n=T!h5{TEMPXaf9Nmdem?*@
zR=~LV+xb|)?Ckfi2MZw0{We%RK&<!MVC7^7-2Hz)A3z8At>42qS^kh27(KxM{yrT$
zFzUZ!5EjT?5vjZFuj>J{`-gl0-5=uzVPONTpuh0~*@5qZrhmhjAuJp~=)gS;!~)n-
z|G@5|PVTl}vVfS`?}8tG!<d1D0(Ze1zte$#237nW1L!~;_pcGa3%S={z+r&-{(J#3
z16Jif+F%2-+`GOYX7C^L1>j}AGw%Lf761d^pZ9lt1JeH9qXUNip3Hah-M=0H#(B5Y
z{N4r!5T5Y|#(7tq?sqy)=KJ#n#LNl0e=mT6l@qY4|HgZ_ZUC#z?-)RL7xMD=Hoy>$
zKj!@%#(AF(INyDlfi^(*=MZoQG6MlVzqbJ_Yj@5BzqJd@KOjlPeT)rAGjSgS2H_qC
ztT}f@)_yx5$IoDsdl)mv{d*7$1m)ZX{NLlfD?xS-V*}l#^7x&OjrIOK0CH%s0ckXT
zrvuiyKV;?vasIK!a)R#Sb?)<W-d{_=oM4te#u-@tfD|3~c-g>^`!aI^gMW|iZrz34
zlNrcH4Xld4pAW!*<^4X!{>L)~c$TpPW#oR71;9A&0;KM?Uu(o2cK@Ef!|u;#00Tzm
z4_;27j@@79bF|ktw=}j#ynEs+nY#mzZonr)(Z<G+49Lj+^BFE_ZDK<PjPBh-UQ&ci
zlZ=N=A7pI8Y0PTG3^6n@GUNms8nUn&8FR7&2~P|`hOB&u|1-(IJY*akfp0uNAM&is
Q94yT2h?JC~a$<=82Pn6({{R30


From a3c64b47d1e7d51bfab68368996888cbfd6b4f20 Mon Sep 17 00:00:00 2001
From: Tunde Akinniyi <tundeakinniyi@gmail.com>
Date: Mon, 25 Apr 2016 17:02:55 -0700
Subject: [PATCH 091/364] Fixing broken test

Fixing broken test
---
 src/test/java/technology/tabula/TestLine.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestLine.java b/src/test/java/technology/tabula/TestLine.java
index efe7596a..9748415a 100644
--- a/src/test/java/technology/tabula/TestLine.java
+++ b/src/test/java/technology/tabula/TestLine.java
@@ -44,7 +44,7 @@ public void testLessThanAddTextChunkIntTextChunk() {
 		line.addTextChunk(0, tChunk);
 		line.addTextChunk(0, tChunk);
 		
-		assertEquals("test", line.getTextElements().get(0).getText());
+		assertEquals("testtest", line.getTextElements().get(0).getText());
 		}
 	
 	@Test(expected = IllegalArgumentException.class)

From 5a44951e63ca96ce763f6a5f77322b3b132dae56 Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Tue, 26 Apr 2016 20:47:11 -0400
Subject: [PATCH 092/364] Keep BufferedWriter instance if exists and close it
 in the finally clause.

---
 src/main/java/technology/tabula/CommandLineApp.java | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 7ec2d9d0..0b8b5853 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -92,13 +92,15 @@ public void extractTables(CommandLine line) throws ParseException {
         }
 
         Appendable outFile = this.defaultOutput;
+        BufferedWriter bufferedWriter = null;
         if (line.hasOption('o')) {
             File file = new File(line.getOptionValue('o'));
 
             try {
                 file.createNewFile();
-                outFile = new BufferedWriter(new FileWriter(
+                bufferedWriter = new BufferedWriter(new FileWriter(
                         file.getAbsoluteFile()));
+                outFile = bufferedWriter;
             } catch (IOException e) {
                 throw new ParseException("Cannot create file "
                         + line.getOptionValue('o'));
@@ -179,6 +181,14 @@ public void extractTables(CommandLine line) throws ParseException {
 
         } catch (IOException e) {
             throw new ParseException(e.getMessage());
+        } finally {
+        	if (bufferedWriter != null) {
+        		try {
+        			bufferedWriter.close();
+				} catch (IOException e) {
+					System.out.println("Error in closing the BufferedWriter" + e);
+				}
+        	}
         }
 
     }

From 25da37680e6f0c2a3fb1c7dd306e92ffcd84199e Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremy.merrill@nytimes.com>
Date: Wed, 4 May 2016 15:38:23 -0400
Subject: [PATCH 093/364] update bouncycastle to 1.54

---
 pom.xml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pom.xml b/pom.xml
index eeb402f4..51db921b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -239,14 +239,14 @@
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
-        <artifactId>bcprov-jdk15</artifactId>
-        <version>1.46</version>
+        <artifactId>bcprov-jdk15on</artifactId>
+        <version>1.54</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
-        <artifactId>bcmail-jdk15</artifactId>
-        <version>1.46</version>
+        <artifactId>bcmail-jdk15on</artifactId>
+        <version>1.54</version>
     </dependency>
 
     <dependency>

From 9e98c6387737d8c4816df1bb97c61477d01e275e Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sat, 9 Apr 2016 14:55:02 -0400
Subject: [PATCH 094/364] handles LTR text and Bidi text from my contrived PDF

(besides diacritics and lam-alif)
(which will always be a disaster)
(humans are awful and wonderful )

all tests pass

removes a pleonastic import

normalize medial, etc. to standalone forms

don't mess with i-with-an-accent, but keep the arabic fixes

use an Enum instead of real strings for directionality options, per @jazzido's suggestion

make the directionalities hash static
---
 .../java/technology/tabula/TextChunk.java     | 108 +++++++++++++++++-
 .../java/technology/tabula/TextElement.java   |  20 ++--
 .../tabula/TestSpreadsheetExtractor.java      |  29 +++--
 .../resources/technology/tabula/arabic.pdf    | Bin 21209 -> 26351 bytes
 4 files changed, 130 insertions(+), 27 deletions(-)

diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index 80bb7ca6..d596ce80 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -4,7 +4,8 @@
 import java.util.Arrays;
 import java.util.List;
 import java.util.Collections;
-
+import java.util.HashMap;
+import java.text.Normalizer;
 
 @SuppressWarnings("serial")
 public class TextChunk extends RectangularTextContainer<TextElement> implements HasText { 
@@ -28,11 +29,110 @@ public TextChunk(List<TextElement> textElements) {
     }
 
     // used for "normalizing" RTL languages.
+    // TEMPORARY TODO REMOVE etc.
     public void reverseTextElements(){
         Collections.reverse(this.textElements);
     }
-        
-    
+
+
+
+    private enum DirectionalityOptions {
+        LTR, NONE, RTL
+    }
+
+    // I hate Java so bad.
+    // we're making this HashMap static! which requires really funky initialization per http://stackoverflow.com/questions/6802483/how-to-directly-initialize-a-hashmap-in-a-literal-way/6802502#6802502
+    private static HashMap<Byte, DirectionalityOptions> directionalities;
+    static
+    {
+        directionalities = new HashMap<Byte, DirectionalityOptions>();
+        // BCT = bidirectional character type
+        directionalities.put(java.lang.Character.DIRECTIONALITY_ARABIC_NUMBER, DirectionalityOptions.LTR);               // Weak BCT    "AN" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_BOUNDARY_NEUTRAL, DirectionalityOptions.NONE);            // Weak BCT    "BN" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_COMMON_NUMBER_SEPARATOR, DirectionalityOptions.LTR);     // Weak BCT    "CS" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_EUROPEAN_NUMBER, DirectionalityOptions.LTR);             // Weak BCT    "EN" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_EUROPEAN_NUMBER_SEPARATOR, DirectionalityOptions.LTR);   // Weak BCT    "ES" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_EUROPEAN_NUMBER_TERMINATOR, DirectionalityOptions.LTR);  // Weak BCT    "ET" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_LEFT_TO_RIGHT, DirectionalityOptions.LTR);              // Strong BCT  "L" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_LEFT_TO_RIGHT_EMBEDDING, DirectionalityOptions.LTR);     // Strong BCT  "LRE" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_LEFT_TO_RIGHT_OVERRIDE, DirectionalityOptions.LTR);      // Strong BCT  "LRO" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_NONSPACING_MARK, DirectionalityOptions.NONE);             // Weak BCT    "NSM" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_OTHER_NEUTRALS, DirectionalityOptions.NONE);              // Neutral BCT "ON" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_PARAGRAPH_SEPARATOR, DirectionalityOptions.NONE);         // Neutral BCT "B" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_POP_DIRECTIONAL_FORMAT, DirectionalityOptions.NONE);      // Weak BCT    "PDF" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_RIGHT_TO_LEFT, DirectionalityOptions.RTL);              // Strong BCT  "R" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_RIGHT_TO_LEFT_ARABIC, DirectionalityOptions.RTL);       // Strong BCT  "AL" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_RIGHT_TO_LEFT_EMBEDDING, DirectionalityOptions.RTL);    // Strong BCT  "RLE" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_RIGHT_TO_LEFT_OVERRIDE, DirectionalityOptions.RTL);     // Strong BCT  "RLO" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_SEGMENT_SEPARATOR, DirectionalityOptions.RTL);          // Neutral BCT "S" in the Unicode specification.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_UNDEFINED, DirectionalityOptions.NONE);                   // Undefined BCT.
+        directionalities.put(java.lang.Character.DIRECTIONALITY_WHITESPACE, DirectionalityOptions.NONE);                  // Neutral BCT "WS" in the Unicode specification.
+    }
+
+    /** Splits a TextChunk into N TextChunks, where each chunk is of a single directionality, and
+        then reverse the RTL ones.
+        what we're doing here is *reversing* the Unicode bidi algorithm
+        in the language of that algorithm, each chunk is a (maximal) directional run.
+        We attach whitespace to the beginning of non-RTL
+    **/
+    public TextChunk groupByDirectionality(Boolean isLtrDominant) {
+        if (this.getTextElements().size() <= 0) {
+            throw new IllegalArgumentException();
+        }
+
+        ArrayList<ArrayList<TextElement>> chunks = new ArrayList<ArrayList<TextElement>>();
+        ArrayList<TextElement> buff = new ArrayList<TextElement>();
+        DirectionalityOptions buffDirectionality = DirectionalityOptions.NONE; // the directionality of the characters in buff;
+
+        for(TextElement te: this.getTextElements()){
+            //TODO: we might need to loop over the textelement characters
+            //      is it possible for a textelement to contain multiple characters?
+
+            // System.out.println(te.getText() + " is " + Character.getDirectionality(te.getText().charAt(0) ) + " " + directionalities.get(Character.getDirectionality(te.getText().charAt(0) )));
+            if(buff.size() == 0){
+                buff.add(te);
+                buffDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
+            }else{
+                if(buffDirectionality == DirectionalityOptions.NONE){
+                    buffDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
+                }
+                DirectionalityOptions teDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
+
+                if(teDirectionality == buffDirectionality || teDirectionality == DirectionalityOptions.NONE) {
+                    if ( Character.getDirectionality(te.getText().charAt(0) ) == java.lang.Character.DIRECTIONALITY_WHITESPACE && (buffDirectionality == (isLtrDominant ? DirectionalityOptions.RTL : DirectionalityOptions.LTR) ) ){
+                        buff.add(0, te);
+                    }else{
+                        buff.add(te);
+                    }
+                }else{
+                    // finish this chunk
+                    if (buffDirectionality == DirectionalityOptions.RTL){
+                        Collections.reverse(buff);
+                    }
+                    chunks.add(buff);
+
+                    // and start a new one
+                    buffDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
+                    buff = new ArrayList<TextElement>();
+                    buff.add(te);
+                }
+            }
+        }
+        if (buffDirectionality == DirectionalityOptions.RTL){
+            Collections.reverse(buff);
+        }
+        chunks.add(buff);
+        ArrayList<TextElement> everything = new ArrayList<TextElement>();
+        if(!isLtrDominant){
+            Collections.reverse(chunks);
+        }
+        for(ArrayList<TextElement> group : chunks){
+            everything.addAll(group);
+        }
+        return new TextChunk(everything);
+    }
+
+
     public TextChunk merge(TextChunk other) {
         super.merge(other);
         return this;
@@ -62,7 +162,7 @@ public String getText() {
         for (TextElement te: this.textElements) {
             sb.append(te.getText());
         }
-        return sb.toString();
+        return Normalizer.normalize(sb.toString(), Normalizer.Form.NFKC);
     }
     
     @Override
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 1a1176f0..e6054f90 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -253,6 +253,12 @@ else if (lastWordSpacing < 0) {
             previousAveCharWidth = (float) (sp != null ? (averageCharWidth + sp.getWidth()) / 2.0f : averageCharWidth);
         }
 
+        // System.out.println("before grouping");
+        // for(TextChunk q : textChunks){
+        //     System.out.println("'" + q.getText() + "'");
+        // }
+
+        List<TextChunk> textChunksSeparatedByDirectionality = new ArrayList<TextChunk>();
         // count up characters by directionality
         for (TextChunk chunk : textChunks) {
             int ltrCnt = 0;
@@ -280,14 +286,14 @@ else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT ) ||
             // choose the dominant direction
             boolean isRtlDominant = rtlCnt > ltrCnt;
             boolean hasRtl = rtlCnt > 0;
-            
-            if (isRtlDominant){
-                chunk.reverseTextElements();
-            }
+            TextChunk dirChunk = chunk.groupByDirectionality(!isRtlDominant);
+            textChunksSeparatedByDirectionality.add( dirChunk );
         }
-
-
-        return textChunks;
+        // System.out.println("after grouping");
+        // for(TextChunk q : textChunksSeparatedByDirectionality){
+        //     System.out.println("'" + q.getText() + "'");
+        // }
+        return textChunksSeparatedByDirectionality;
     }
     
     private static boolean verticallyOverlapsRuling(TextElement te, Ruling r) {
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 6672cf49..52ee5e69 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -520,30 +520,27 @@ public void testRTL() throws IOException {
                 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) sea.extract(page);
-        assertEquals(1, tables.size());
+        // assertEquals(1, tables.size());
         Table table = tables.get(0);
         
-        assertEquals("مرحبا",                        table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
-        assertEquals("اسمي سلطان",                   table.getRows().get(0).get(1).getText()); 
-        assertEquals("من اين انت؟",                  table.getRows().get(1).get(0).getText());
-        assertEquals("1234",                         table.getRows().get(2).get(0).getText());
-        assertEquals("هل انت شباك؟",                 table.getRows().get(3).get(0).getText());
-        assertEquals("اسمي ymereJ في النجليزية",     table.getRows().get(3).get(1).getText()); // conjoined lam-alif gets missed
-        assertEquals("انا من ولية كارولينا الشمال",  table.getRows().get(1).get(1).getText()); // conjoined lam-alif gets missed
 
-        // there are two remaining problems that are not yet addressed
-        // - lam-alif ligature comes out just as a lam (https://en.wikipedia.org/wiki/Arabic_alphabet#Ligatures)
-        //      this problem also exists in Evince
-        // - mixed-directionality text comes out wrong, but that's a pathological case that other things 
-        //      do incorrectly too.
+        assertEquals("اسمي سلطان",                   table.getRows().get(1).get(1).getText()); 
+        assertEquals("من اين انت؟",                  table.getRows().get(2).get(1).getText());
+        assertEquals("1234",                         table.getRows().get(3).get(0).getText());
+        assertEquals("هل انت شباك؟",                 table.getRows().get(4).get(0).getText());
+        assertEquals("انا من ولاية كارولينا الشمال",  table.getRows().get(2).get(0).getText()); // conjoined lam-alif gets missed
+        assertEquals("اسمي Jeremy في الانجليزية",     table.getRows().get(4).get(1).getText()); // conjoined lam-alif gets missed
+        assertEquals("عندي 47 قطط",                  table.getRows().get(3).get(1).getText()); // the real right answer is 47.
+        assertEquals("Jeremy is جرمي in Arabic",     table.getRows().get(5).get(0).getText()); // the real right answer is 47.
+        assertEquals("مرحبًا",                        table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+
+        // there is one remaining problems that are not yet addressed
+        // - diacritics (e.g. Arabic's tanwinً and probably Hebrew nekudot) are put in the wrong place.
         // this should get fixed, but this is a good first stab at the problem.
 
         // these (commented-out) tests reflect the theoretical correct answer,
         // which is not currently possible because of the two problems listed above
         // assertEquals("مرحباً",                       table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
-        // assertEquals("اسمي Jeremy في الانجليزية",    table.getRows().get(3).get(1).getText()); // conjoined lam-alif gets missed
-        // assertEquals("انا من ولاية كارولينا الشمال", table.getRows().get(1).get(1).getText()); // conjoined lam-alif gets missed
-        // assertEquals("عندي 47 قطط",                  table.getRows().get(2).get(1).getText());
 
     }
 
diff --git a/src/test/resources/technology/tabula/arabic.pdf b/src/test/resources/technology/tabula/arabic.pdf
index 98252ae744e78f9db9376a6c8ca73f9e50b62e83..87b2d12d64cb8fc0497aee60403628ddfbaec4ef 100644
GIT binary patch
literal 26351
zcmce+W0WY((k|Gx-Mekuwr$(CZQHhX+qP}(w(Z_++<wpbzB}j6y=%?<nW@UE%*e{f
z%y{Cd6<HvW7Z#;qpk;v~>3uHzf?~v{$G0=IgyQDLr<1m@H8F6s@H8>TXZVru8CjWF
zehT9FTKKH&Z1@a}Z1_6(baMEt_;eya7wOr43bOw+RsNU6g3rqfWnydmPj~qLe{WDs
z|6z!-hrJ0tow}ll>5myEwr0-e_$>7JbfOm4&L)mOxwV0_iLi;0o$*hrf9LWBjy6vC
z|9~K5XYFER>x9pYPbcqaVr*gLZ0Go6`j2h+bZS3HFyJ%(96vZn*czL-|5W^lEdQ2G
z?eG~Gex{*_Pp4>S=ls*fzsgEKh~hJ_{i{FM|HAG64iBA#FuoQy8<VlA0lf(;8!NLR
zyOF7>p$V%2vylO_DJwI(sR08k@BecPoqwF*<m_l-U<2izZDeS?Yo>3g&kjkPo*Jkw
z${$#dJH!c3y!H$fQKyBkfp3_t29&6;KO_nOfE^1)|Bw6rOZoo`M?(FB$bYj<-oVVn
z=^teO1=7D=CS>4jU~OmiA4FpL4~_q$|CI2VerWiAdHH`aUteF}L|<QX763%z0%I3o
z!W7I9Etp)K27`${+w2D!gq>zW!L_~{Kwy9_EO3bb-F(*n7+%QE*4f0?*$JQR-&2<P
zVTXaB-9H?l|Jhl8Okv|-{D%rZZ2D>VKW$Sqak6u9H2SgjAA*UvJBukf|1j`hk{CTc
z!#~tj{1?GQe}?#1wdhavzv=T2@8lirjFe1%M%MZ%3yc2Ta3=1~KMb__fl%<ja-sjq
zC4MIGkIugV{Ria#K=YrO|2O{sM>PKnM+R0FrhnA_Cy}Z(HY~Bl5PWuO)A7VRX}5HA
z5P&qL?i+*f@emA!`U2R$;W>C3Ts<vC8>2KJsTDXkRCLmmRBUn~c6#Z*7}CyW?aKV*
z#wVzK-XRI(KHs0^7BA>_dUJWb3(qe6%D$dQTns5)-o94PCS#Cl8^@?<FwUWL{Q?3X
zCeH?$WHuFZdd)pw9rxLsVw?s5N9e;I9`COnsSwZX7AJSg%F>e3B%(=8u2x(@<H<GR
zonhqu=z?PU?WDovofq2AJvoiw66<7~$G+h!#GJd4aQ!JV|J%Nvp8_(0A+YvaPm0sD
z+E=fkh$nm{?*govL`UNe=dS>ew0tks`aG^k<?J+A^^gA8k3Jx2`A*8Ed0gT0iD{5(
z;%vDL2}%rch7rqm-Pb5zsoxXyvseZ$x{?YAVe2a8LK&ml{Qau7yyfB68gw}isC<Di
z?E?#KejJBCCCTijGxu2pAw-IdhW-H%rxk#Ptf)#CO@8Y=9)GUp!-8m5E{T7(VrBE~
z1n9iIoy3|Z{BtKOX7kWxjmP8S0Tzi4G@#B4wJrqS7dQCM;aB~trebdjaj-~Z&+k+-
zT|KzEpi`^A#4%1dz!&|CmQXk<>R@w1_Jyo6q-`8=`Q<a6&D9f>agVHWR(BV<*Cr!^
zZZwPnH7)mpy>j)w%w?Hd5@_+BF)8MdXVFpc`D9Tk<P~+QrGSq_u;B7CmMKeUb1lA<
zWs2G*vFC*{BkU2vJ^(y+l=Z~%L2O(NkVlr&jDKDOWN66P7#E1LurK{F9wu&O+9eH9
zZ&*HSIL##|Ahu#<R;@G-6D_##dX^q@kY${sKa6e}fl?f6NLm?C2(U<=DXoVpg`tbd
zLy$9wV!-CwLFLOnMmRa;@$!fulJlBlV*eC}EwL(n8B9o?V9Y&Iny|GpAv7nnGMMBQ
z?#b*18gjm!adhNky2ss9*0Qxa$?mSU`_Z27Utz;U204T9fW#LLmYb(K+H;vmpprGu
z-;O$gaHJnbGO0jO60<J`K`VP<?vZnr`z>eAnK##DW7<qKH+Ix8GQCMapXZ5>B(;PR
zot0Zqxbh=)o3YHUpZXIoA?#{vJ`uTyr*QO$k%YLWL{}`NA0%|5RuDFubL`s+6W3$(
z_y#5kA9q)H^6VD3zZa~o`IJfbA2|+Q>4$X1ggamhaVBJ`;R-ll4>s*%mRJCvGCcKf
zQ={%Q_}i9U7h-8e6ovk-fFf1F5`bs3tm|sFT83sIgN}4>H^?5RYzT=TFn5AJ-6IH`
z>(?a3Te2CO3E!(+X^7V4+i^#xwX?CEotMh$^b)nOpy;fR&E!Brc@q_48nov0m#lKi
zJGgQI5g9SxK8Pu|PTCKxSE}){pyj>*e#Pll9^$HP$t_jqe75K^C)?TFF+!6szDs1d
zV2Re_^`9~Dqgn%jUQ1IY6LBda9+*iQP1+|_N6<}6WYDM14}&=08$OQsG-jtzru^f+
zkO@iSUPtkm7r0!cA28_L?N9h>m@(8ArC~zvt<(+r4w)&}%=$Y@T1-AHSM1;lmk2)p
zpy+!gmqlR<Hl!k}FKMVki}|nb?qD?okFaWJwTARP0Oef{KvGFc;fNR+0hfHOG-qy;
z2M{@A%0g9ieq1Y(6$gZjjWfZ@v(O@0i{#qNX!aiuWd4q+<a(6BnJoSh#!{0kB{e(6
z!~2nT^p6nrn`sQrm2p#*t41R|6_=_cu{dNsKh=Ii_BRhEWD3#@?X{64)>$xds^YTA
zF|reOb`$?_oj(GX@0aG)RfE6WF1KmtsMjz3<(BA;PL3OpR{)j00{vg&tSzHAjxs%*
zkB_^H>=33>#j<RzXCqOcEYbds5EZ-mY7KO_D#S2)um#-IdK{-kO^kU&qe7ze>8yjI
zWJK0?V-@}}D}*L@#D&&GSzX9m-Qk18q^2!&;ij<1CE}?66xf4!!{Ap>#+=SSUnu|{
zOESHDVf}+5Cn$Caxv6?CNMnD&6lJol;Kp*(RuCT^4bH?WJ&CWtR_QVpKaE5xPJ~*<
zpq<4g(2o*nQgiN}$hXshni5mJ(F%H1O{7Ft==K?T)m5fCmPy|xbzQsKj>4yy_I}aa
ztWrh7%dc$Q;HbNflGN0jog9s-pMr2le3217ZIv>9SG>Z6$)g*qy(?bLP4^C5zCEG(
z-u^U!$|oZ{`Hl9pI(4=84eU5H#rnT3McDt}1uq7CW=6K3Sp45>0!9XQ4*LHkm|b>5
zdMhnI@pU}$ayc!)Om8+xWRl_l*_??>Su93WOeLXEBzquXMnXi&3!5Tf^D8LxD-Q+8
zLnQ|WMk2%Qy4ME!L(QN*7Cu{AJgo3aOy+NUefK_p`)!|ei!Iz}cyXKEG_N+fAprmZ
zP?m!NE{w`z@faEU<TV47_5us<@VL%cuZCjY%mR+J0*Nn@O{KG6tqhg<0gC5>;6uuG
zS!@T(v0maq(7%BDXD20%#NoOz->ka0j|PQjOQ`Fom+l0dMTG}TESk>pbTpF!@N)uV
zu<bDWT$-=h7sKJt0Y7Y%#^iDd-POGDR*jwnTpZ6Yj`RwXq5)KS0^^G^8Lhlv?(nfa
zK>IUSskH#$arxYYZKUOHu}f;*MsbV6eKh}_972(OcCPk1c+R0gc6q(uPFK<QB4q8W
ztg36KOFrLy&Z*Am_z?Gamr5LxB9?Hc2&~5kgyIwrLINlqIf3FYNuXt}#SwU8!x*>h
z3qGZY3eh4FGQiLP8$5$cpCuR)^yh(Yth<7nLMO60^r`<u7_txsG$bFurML*fh`|_o
zSaapOiF!`&zad)qg+c2!;5<Gj56x>Abm)@q?~bylwVqa|lL@{^-wXSWV+hdR1^cv)
zzXb?y_)1!Z7iAJhh!grsla3qkxj<wQVhy{-E+Ssfjd{~Z$+#oDM>1x>QZVa4o8msJ
z8(#7f{UzQ>Kv^flynr;sc+W{qRvXr0$fKwpJ*zh|iD-iO2l%ED<RYq059k=(=uhlH
zJmE6oW;pR1^`Qb0ws2<XLoWfh-OvSn#B95dEc@43`d9cZ22~9R?*nLX*m1}Vfr>Um
zi&g#0uSXQd0<<$_VHiUIAMn!pZT@&YERqxcUH<VyZ_bd@i4g(4DP-&ud<h=zp@(o@
zLQ6p!Yh-IQT0yg_PMHqC69%}~Eyz2n;(5IMq9tf(g`SDquPB7LeV$&#BLi%hk&`mQ
zY2y=NOwCC3m|4!95waPqDY^j{obcI>Ar`QActPh;mkN>1q0yjOxdZN#3)#??V}p&x
zHB%7qR4w7%&35T~-Y&lFNvwpy>NE=LVOFd7TC;e@;E1>a*urcPf0x=lA8QB-LbQZP
z_OP|c^vE%>OCjRDM!-C(@cT%{K@+89_+;4ei!mYWEb_)Z4sOaCGj+2T;p^eNgH&E<
zB_jI=FGrs}#werpWmmfzC2i9`<>Wg`?VCw?FWl|Y%}Pr=Pdv^iMhGqlCY3Rc-GdBH
zK5P78eU8QO1=w`QjFY3Qq8xf{RT10*IpK4GRL7aL=Maj3eaH!ahi#f-(65}4tOvbR
zrAG5*)?s+otWOCxfsNKc$&nKYR1#xN*zv5figyP2Uk%2FnlHm%V^-(DIgIfVC=v(R
zXU*dC@cN0y7Beo1e$Da{B8@W@*pcvWCvyv-hoAAySqZ>}U9cauHC+2OfA|5t)gNLu
zWy}WmBzdDi?Rj4xaT2`e787aPpiEvMG>4<K=W&zgN&Yex;wKZ?2~D2?il>9*r{#*i
zFcRd7>+nAkBF-BmFo3Pn#|z;lXqK1a3oKzojxNQTE8S~69j!|b+QB=EraC;O%;;22
z{bQchr7P7w9XFPYT!HfUW(#6Q^p<KLJ-KL9;svvPlQ-%M(1zL2LS0v=w{`L)>lS1|
z#pd24CR?^!ly`Y`;;32qk;Z&y;}K=FzR>1tlh+Yz)P}g#X>+Ejxi?jJ-j8G}z;Wv8
zmW!UdaP<!Hae%=Wao(qCux*<ySa89%pse_B!BrqZlTK#9SuYWBL7Dxw(}vG^oxIgh
z9%<|Af;~t1pO124<WiB#b=LXq518jDU*~dm-VkRp>SX4Fjv`o;(N2!SpfNe@XJyqG
zZa)as18(a9#w9UovFKfH#8sfaiBF*Chyl+-re_f={d#+#1JG?Y<j2BZ@<1&6OS?#u
zQzecglSC~2%15s;eWAG(+)xMa>KE=8_m@ADc7QRP!LIv6r$f0TtfcaWozsNyK)1={
z=v_C;(NXc}4fXg!8COv@FP|;pK0x~6w?<iG(Di&HgxWpqbho*R$S^1e5jT4b;|Ohl
zF6L2HXf5Jl`7;^%T-yhbmu$gtpzrG<e%-jX!k?P4EfySqun~^@+{-oG!A_XauQ&zE
zMR0k5RV8Td?SHdBGorQBPquwQaP^Iv2zTIK(Z`Xk3`!n{Ii4x22bowAo0HwOSJqw9
zF6}rkZK1C1VAgN=&*}yob=e`tnYc&y{S`s;H@B$90QYAH!!6r=2(dGWnuAU)!bYE5
zCBjSP7kfkpF`<K-r+{JT#SdII2si1VC$SX(cMCttxaHj<D3`Zwhu@k->o;aaVGNel
zH}X6k+ZNLKgvCW`qL0K03DW?sI`%+=l@LTY(Tl4mq2mMl^x*Kpdw?IXSM~o)8=SUA
zS%T=4f8qrp$?~^~`6PBL$|lzT&b#YDjHfebqepSEqA2x)=9%1xm@S9j>g)I97pvbv
zMHu}PYBeHF6>ryVFXPa~?X&FeP<3@+jdhS0EtgH!OZRkOvo`4O6*?yo%qFb`KF4wk
zW61Q0A{oL<A7?EF+z8o`;1n){$PLaT+yTu1;N#7j5hrf4UI$+fv4|7j6TXHyV|1Ac
zONJnIyG=*1HT?{V-2~#uKHMON2v4|eS=ov7q2Z_MOG3<G@8S!;<QN}SfEH`DL6qlo
z>%mb)b&nj-&=xDyfe<=*y!%FC=z+cckjc$U7IYOr@omBV4S9%B9K{VoWPgOcu>xH2
z+S@lyRUWk%Zuip5((?^z?}JYGTlnh>qBI;vBq5Ff_e{Q6C`3!27W|mYu%{s=55%pP
zuw~H4(Bu6rWKu!ZUJ6pDmZq20@2cagjC%`KPCJ5?!#pj_YmXLAHTVi~_4vqcKnHt4
zt^RtM?|5D58*q?7#9bU4Ih@f|M)wcA4{0FjuKJZ>-ZJ*pt5NwR#J1{XZ2${);WeQ-
zkMyy5?X2i~Oj}?rM|SOtbbXJF&!3f}KY#o0K-W6M_fDy{L!66);?Y{?U0-9@qAHDj
z`PH{K9yU|6J4>fca@wk}M%!v%AH2T&Aj`SL5NnBa-}yeNZB5!@<{Y>jkbdG@G!fsx
z%b}<`%v@m0q2jN7i6)_-gfH01Ij>eyBIfiJqjllpH~{AFz%vc?F9i&O2}6A+;+iId
z^=)xIk3-*}fzPZRfEOH+^XHtsuW2p>CHha~eK={q&_|MDc*FObx*Z*HJ-F4@=z$OH
zA%Q8sxYsO%LHcgE3P=lZVdeq<Pd58o_e1#ix$mpT*=M|On&EU4>e$8c*{=ARURU@#
zy~UQlAMlTVx<xnMzR5g?Gx}MWr@%Lvd;%QwZYR2Ddp8c66trhosQN>LHR(&0AJ{WT
z8@PSZ4n`qRpY05>qh>+rTNH4)9$r#LXSjVuIzZ1HD}=FU5qf4%4uIxM!tKMM03!p^
z2a_E!=tbc8f{sS>=P=RYLyT$K)2s;u920}hNqlm8B>0fS@gbo4iKr1&p(;aY20Epu
z-|7*qQ99#z`fv^68n-S1-h+Lp*6BP%?sE<cm1$xUI7?m^0v0M3EEX~rKo?3Dz)LoY
z<)qvscT#<cKWS_wHtlGuCl4c?hC97$l+`+@7E^90?NK`>v=?=tbvCr++H+l`Hs@^{
zxwfyI$~wS1#X43yTSph&ExK5@5$qycN4XA?4nFUA_Qgiyp5^0a4xR$jJePHIR!^Hf
zakfG1!0l37`@E7`SG>~P+TEI;d2i5e8n-#^ik|bI!=Gtx7;eb6YrR2x{A-8QuCOk$
zcC+4M4zVuSUeQlOWT%_fm$MhO=d{<fH?>zbYug)MV~<s)FS3NvMw(EXKQ=unoGDQD
z$(HIg4mV93lDdR^#b&xgv)?-buChC!Iow)r*@>tlVfBgDIa>mFhFTg<G=Sf^-bIm;
zvE#ARw8QOZXkf)FzmuKN_bm@tJC|zA(}s@(XG-u-7_~hRXJiCscw)0R98gcd+U=Zc
ztxmFWIn1KsqU>upeY3|nR`u*_{J2h5JlMS4nw+l59j|Z3+CN-pVxDDQL&LL)(AAj)
zW=fddL}x%Ve;$5W;B9)UJxm_9rqgI+tSN+NmK|q8dW8G6@fa719zh9coD+LueievB
zbfs-dmL_VXu^Ra@rmd^`SxH(sS|O314BF6x+XhO^VL{RPxSk!B9Heb`I3F*(r^Vi-
zrm^aJ-Yztzwd}t4NI}zWxtz^NCDEAxd24{)4v*hfd}WY?|IOQRKdxcw_38PXs!rbs
z<L~q|J<8zX?LB%-UVNBg_Fdnb+A3?!+qSnHtf($i1<dwLeCDy?V0l2%JXSg@11e*b
zBgwvWZTK+mAMZ-yAY+m%&6DQE^kY0Oz9Z(i`-y9E-cI|Q5p?dg$hA4_&ilj2FUiQY
zx$gTzGss6|lCmgy;_Qfi13rW^zH48dpH5p*7-!w&UW!lQ)=8HJ>p~4N4d5nr6S+w?
z2|S@+7g`ntAZ}#?>NTCjC+D*ir)mb;DZTjV8}|e3FKl!Lbefrbwe47U<f6hp>-?%Q
z&QmGP*2IQ_7=C{ZKRMR=#A|MPu|`>Ve5fmUa&GOkD8Cy@pH(yfal<<GBj}M>`_$@C
zu0vIBA-G{T=!MlItaV_X`$1nISNeeKuysR|>~V2JaBksWFlh%=-O;xFS9duufQ<}r
zqJxU)adpGk_H^8#w?o}_t<nK*`We{aW(S2|5U&H^_k3OeO#W)U;Hvhaq{Ao~{F1zx
zuEQ)Hluie1%m=d#SSMd>9bltJFY&_NgmcT!z6qkKLqOxFp$@#+1z(e6jR%Jy0WuH<
znzoPN7H3Ti8ylPhsuq?s7KS5eh~O5)C5bDb`6GxTETJqc(~>y4r}jd&E}DxkmsmFD
zde6KrkV`O|crx~2-WX_%UP08kr+15}A)%V!*${R~@-7ZMA5Y$p$BaZXkI2K&hxw8%
zj7-GA4~K-zkhFXVdQZq9440HPHaR3%RfilnBzk#>>KHtP03Jc&aHw+s>jSKJ5dD_K
z0SVn9$^D+wBdALvHnDYV!<=b{1UHetYe+0M;oy+xp7+(?I~-AvP=aur7<6WU;~vo)
zrfd)S1x2=x;swiFbS4S<knB-~FUc=H>QL=o?w;-*>ow;^f~j3tQ=IC|-xr3wAQ>uI
z0Ww7qGersXXF;tjvaBprRGxZXp8Lz3nI%!#vd}b9bfF?dvm)k?1&qs_`Y*AZB@s0x
zwivP;aj?Jf(wY3-OJc|tNHV1qOLA$8s7N`&a<kA;!NUVc1{rmN>O@tj*T^f-SRrC_
zPP_!%G~7hoWS1zekY2%`1JDCf1C;|=16<{mH;{Occ@TM!dC(`pb|IvDUAM@e5ns~Z
z0(1*{r?roHk9v=6Z(KH|X&@!}NK2<W5VDq7UV%L0xrQ6-i`L*?p*)khLbVM^pzE}%
zVY%(OR|a0|ypK%p8bohrL6@LUgj_>#jcIF>m#D76-4nV-wT*0RS(oHqQQgzq1~&~x
zm+W3~-Lt&<cnxuDqnCE4CA<cC4ak?o@6kDiW$Tzv9PfcX<1-CTmsC$I@1Z`EJw`i?
zc<RXS2{~ryYjT%nPw=h@pMpKaX6v<=d6#;ZY)@QPp*r$nYKhcqz+QW(n>bgYp6ozw
z15$M`HVS+O`Ez<0_%Mi}P;3x`!2$#NFCpGC@QtAM2&{t0mdD8UbQFQj#pzQ7&-uM=
zahp)E#=I7Ud<_}aXj(&-!IB1T_C@r9<%VwcT5HwTkXeJN4Ib8*S~IG3Db}c3)5i_(
z>%Uytw4!idap%eSrdSQ6AIL>n;TvKu;hr!yrdsmLe6`2W9E1HJyyM70&ENCW<-6vr
zrr=beqzO~TQ6*C}kxQ1(VCO}X)(xB2jj-z-WYf5|lXm}-kdl<Wa5+oMNZlkSWTfOI
zZE(=_N(rnE6!JSrSZH{(Uh{Z9{XX3)v+Ml=27~*>ZF~wlNEx=nUTAq(em+lcdf9e|
zOe&knZE`NNXq(GxbX=9W-a6Ipa^1CIo98zg7}6Ydt?j*<STdPftKM$;H?woKrt@U`
z{aUYgF94j4_wlw=4A;l{A+<Wr&TD_Xtc9=p0CR8sBzFgMQ>C@jcXrzc_8kiz+k0<V
zC``}uHHE0Q=jjd04%g@6%59s+75nG4P7plb+l!sw_u(Qk86TI+o9CrFk82k$mu?(R
z?P%<((db3}!QZtz&&!vc;n;xveSQUl)j--;j~u7QMn)#ilCl!l%UwAMS;<EaWbQlL
zG$z^=M59&>8q*|(Kl!T`Ma-5diUesAB+~gHoXK7tDxHBn=lBmEo{y(v54rQ|^ly=Y
z=lRf49Xea2r@zs%+G}hv`%;l>EHEKjVVYWrIn@ABoG*7NpW6a&l0CFxjbHo?(sh-N
zE1W^IhMe&jx@D!U=&xLjz}4Da6f>yAf9o9e+d7d}Q`gcCZd@r+Nb!^$q~LJ%(Uw3Z
zQA&f-<YIP)m&AudT2jpJhzQj53xHnbHr(e=D~*UDpmZG-je@?zW2ow)9k{BwULp{e
z81Wbd?ovQnei|Z^qv9bar-GU68)+xKTI;7+sf7(vsj;2vOE>HB%rMzLh8qYNIFtB=
zZpY2iKx^7^S#@U*XJJW((R4PjimGea=3MTtr%<J}2WEl8bT+I^*QTVn!(U2uZ~azt
z9Tck-B~^uS+*>?NoG=h*0Kq%kXWDConzidH%T804a{xunMVc*6QTpv*aY+?KZ=c&a
zV+(%?p9ARCZgsS4fa_LAKBC0YF;zbaK?OduVFTS}t+wiXStnHn&*Z9>%$g`~RU;j3
zSBtD<=#={#V{JxbK<w}=0tnGL#$``D)Wcpj=hej9Or4{JiFHtoq+hq+p^Y#pD01OE
zrNdiy<{g|wHyTmxE3l>e&*J0YGD#5;iDK<F`mO{m*;QfaUz@Z19Xx4?JwigNVU}SA
zw8+=XSe#>K`8c!CnGle5@Xv(SBC3bQ_)l9ly<HVpK#ZUa{VRWiy)NjHp(O$QX+6y1
z<*s9Utr!c4+6tRWiyPf50f`!PH=ok{&DF26<&2_9vLo<_*B#|J_*FHSdu135-YJ!y
z2F`(v$bPk>fxkH$7lal1&S&%lp`wb+q6k(B<YG;1#~B7cY}?OMMmcwYW#o`7Q5V$S
z3hX$?-LooLxcZ{wVhN_b)g^4-q+y)W@A*FWPOH3EgO%%6>;q)NtH$8=K9W3AaUr+d
z1AmG}NOs5Ip1Puh9Y9!;ru$+EhI2bEkA?(`H!0}?oX~3{Pwf6}AWf_jK}VZ|!{sa_
z)aq!$7FW43ah_6yCD?4lO`BtO<om|x<8c&yf6m%(0l`ue3F)e(6Va6^e9wjE#ZRTa
z%S{-J&=;}FEX+4VKBPHh1W~aTn<gzrEsQOwjbH^7SaQ8R#SfgQLb%RzR0_ku#hHzx
zKw|2)Bad0?0~TzdF>BxWVc#gLvA4gJNH24VPzq)zN>e5&GqPvM6nZ_1h+?{%GDnn8
z0+L;)K`($H0BTW8jE~_;_QHtEMNHpk&ySCh$|)2Es#rE}hC*c#o(m4leiqk6p)Hi<
zDt5+%OLZ;M>z@-Y1QFmHa5H;$QWu{q06Vwe3~`6CkFbxi&n+l9yZg@EBR8+KcFrU&
zghC)nfGdP8m@PJTYUaK?pQN2PL?wq#K+Y4PhQkxE$QhtU^NFIAw;<<Wj<<AlY;uW?
z{M95ra27*M&5#h>pFPjNQ~OS{zRusfd3DdlhF-P^PY|B}QU`x`j28$!kEalm9uRMM
zZY1pk(;V&+J{^uP80o`1!i#5=R}|igh$qBJ=zkg)zj)yCk`CrsHKVpq&ARAzcA+m&
z+9R}saJKQtlF%cfhkBMJeh`maQoB6NQJ^03*Wbrk+(mq`PFGOxPmaEQXyo5Vgoe?7
z9D`VhXNY1*BPa<!|I*<g3%q>@fSm%|QWaz;@<wc(BBUS5v`Zy|>2w!G*GpA;d!K&6
zfCu}+YCS~V`*PibuJp0rX~k0dGVHcND18@oQ_7LPkG|7J@z42I;peQ^+n+ul1?=Oj
zCs@eTx}&^Lxw4>@Ak|8kW-CIw1r@zLv2%-cVC2<CO9IOAB;S{py<cTR+zc*p#jn_z
zvJ^|!3@v^|sHnwnDVC_oSK$)>hg}g1zZqQI%vgj5a!D^`8d_cAN<r}*yP}$)nOE_G
zq#3e!MZ^&pc1dTINs0J~a9wBWFO<dV01Qp+d<?crk$R`X75v^`3_{{#ptUhnJX`Ci
z17=@0Nd@-2%shtfHgF$MuAacjTc~VNdhL8Q`Doq#tgb+|e^|i)<$&RUizp~w@4^k|
zUG2WS&jPCuj1i(9&K?&ZIr#I9mY#=kC}+QKfiUQL)aen`d-PyKW-CBFN9bhrFTx6E
zIBV=<6!h@CHvNN6j{x23fvwFAAItY!85qhilqZ`GbbTAb1);OemR<b}*u8$vjep~s
zFs?s)sG`_?pIDbTmrzXlELd3fBDMXTS-j~IN2np2O-^l4V}kIVu2)Vk#|&q$3$whm
z?*aSnM^<G(0_TaC`u&vdNmwlE4BO(bLv_cwRsMM9j-k?boSd9l9Mmk@fyl7)Y-slN
zi>|@>EskXZ)o6IN=&F8g{tN6=tn15wXDX*?2QbUqT(2CF*o2ut`%3F=vsxycuw8gE
zCHuN@xVwT}_PbCaN35}8e(-g$b$SgxjaX`-6@lYa4wL!@j0^?a_=`gY$7XGcw8;`j
z(lW<*EG$7YAYWeq>*RCxy&X*azM-brdn!JvW7n85ipN0xCV2rWu$1`7-MxBwh7r^c
zm-w;(^7#NsZW3bia{tJFlKz>mNH7g^efm{B#N@xd4r{c6*EK^6_&VGCbMGwi2y~iA
zgF?%n{NcXinHaK3sZ|wKAeA1n3C&~j<+B&6Ph@H5W6OT8Cf$@cSex<;=IZuh)+Y2p
zWP<f6sQvHm)SY<Gv*;6(PY0^MB#!Dn1qoi;z47VLp(ZJ*sD6#f*W<K}$*sYW9Fx`O
zaKmYL;j|q(?76~+Y<Sf3wMgxPY*3)=qHcJgLe=9Cb#2vT2H!X6KtdW~ML}B*v9h48
zrr5-K*2k<;wJ@v>DAZ3YIMLW4Q=??DW3Lg<5U>)s+K0<v57Dw>dbUew7LP|hkx~tj
zK^{6{iM7QXOKV|GV_F}4+vy!hefTzXN*%2sdgIAoQQ*au!_{OmjsL2`IdHuCrG>eU
z|MGh@I%nwY^sZlW_N8H0T`t2)Ee+96kta~i?JoH$5b-D|?CKXHhMwvw$y~`MQ%9Af
z+w+%3yBd#`$a`bM+xPhN+e4Pgotew*XVSU0?p6*TRoXwP(ks97g&M)6>$^_Jk-TE4
zPN}%FLNelB6X&3Yn&H9}C30Y6*hU9oaqI>CT^S>!(m||D;P!XyFiw;Q>N!en<bGDS
zc#4Yvx|=l7I&Q^+LH)K8(ARqF(k9T#{kX|q?=NqI`AaSK!9g{@X}#{c8ti8q6P89m
z%0P-B%0Ll}lk3Fsx~5Dyiu4`TQpFUbHcVRS;Q?=5a)>Kf4-G&%C2~U8@3ya2VRMSr
zKuu45Hprobb$KNUkON9EC1%hdA_W(sP^nFxCFOk(tMI&~rY#|C*5Jjyla0{zR$)a%
z-l^C*d%8=-#gW)2^d|u&5(^Nl0a_0z>nU(m|GCw0J9e8K?6=TWC&}Ky5m-b3>#&nC
zV|O^X{>ek2+obMKd3f%9iXa(!yz4NN)8SB~aVU&%JIK@>IqL#X@gSPh(Uv~0wI?uj
zfEaz!mATeBgj5JT{aTXz0C)1xFM6Dn`0WBMeUNO^C<1iP!D;%SrO?ojYq%|}KVWiw
zzI!q9(B*w_Mt7gGr()wfLSzL*PwMbkd(7=>_257+$(q)$5L1C+!IYwc$U?mb5S#W?
zu>k^j?qS%azFqI`FPZA&-UTQ(_wM8voPpKY@}Nn(1m?u+#au2@qQP&$+ki~GMzq^5
zL`(g;-fVr)w-gFew81SQwEnQ1{BqfHJY7<7(A6|ino;aU2~y+nVJwS#BJMb`$nYK!
zvT5Zcn2G*}EpuV|!LsxqV(%zVACVtPw0+Nldn_w7%0LQZX<qEDdnzy4YZAZC#6lO0
zIdga^r+_$k>ydj#`;8BugWR8$$XUE9GI5b{&1UONEvzpx<WXwE;c-L7c1a5RGdjd!
z+mpPddx}e(QGC*U2{vbQO>ZVe530llnAL%2`}iUPoJoPlVvLb8<Wdv7#zgPoIAnVY
zhMnniBxj+Mf-?r7t3Y;w)M2%#H7GSmK1*HHFA`RsHNP<@AZS7W$>F2yA20S4ve$jt
z!Sa5>zqbIfut?$Uw46^^{Kj3ke-(k&Fw?20_k_be=qnn}99?lnp;3wAuR%GDyQ_jm
z`uwgu+rrUXpX@JwKV)jbu3hwo5TF9Z^w=Uz(yGB{+&w2#vr%=3*KC4yd=Kdco%`rR
zlP{0VOIhbLJ3Y@Xl9D53swP^ytvStAO}sa3>9){QYI|rE|02AY8;Z7VEct!c0dV1%
zuEr!3MR89eGtmSJW73SM?5-$o;ar5#FK&)-?KdorIHMK$F!p2ROc^P2KJU2VgEQ&q
z?(34jk4A5u_{hqEs`QW)f^G$p7<5x;$B<aT`L`{%8Mh&~mG+Q31f|BZXtUl^vmK2J
zmuOGq@0mU{m;@eDj<Ua#Ws_)ASjGJY@Jr=a^jP^-NwlaosNUsur{xq3;4eGxi{KnZ
z)rpg#y>@Lg$F19pJkXCkP@<9F<dc;<a;VGP;yp9*GpMcvJL7xo0b8G*7gtY>9@YMc
zoC;Bn;inJyRZQq95*_q@(CXLnBXfm2d7<BMtNkX0KJ}>hbsqlGX>tEMe&%C9>$bu^
zb8HQby+3(KF!NMN&@VX<UA@2<qb)?{wu?S#6VS_?!@ohJ=hsmi-Fkql0sT1sH<BR6
z-zO1@3Dln8VfvIWoJ{$+v_W8F>?{a3A<_(Zy}_h%)bYfu5(-6Rk0e=BDhuWc@QK{x
zUNcfi;dqQaT166WVjelZ0IgjNr2&dP4eU>bx30M`op>1HBzfR#{}OtpCWvE+(E8_b
zVT3XH+Xg1{tz&4+sTgMh%@joQ#iv47wn7|ov^V_-RFX2biD85$1o*vofhJ@a5_87$
z7g+P*?GVp1{XYQ6BnlwaZ~$JFF8DC;JdjvI$a}|g-E)Xn{S9;8T?el0;8q4)8VjCW
zQ++uHWaS&(BwMEp60P!L9f`hz;PbF*wRDafQdPG&J$Yfa^5h%<RO>tX2q+<{VZ4H8
zvVzc^h$H&mo@i#TM7#xI_85#>?+ZEwwgWKPHx?KOo|K2glIbWNkZ=70?t-KN^NfCn
zfNY;Ppb7^QFrWzXiEBG_LXN9`;AiXKFzeCZPV&b2O|pG!#x5A=akZhxEtQDPIQ(9>
zmZ!%Ds#leKVRu^>ZL$BEzFpFLI$$1TzQ2P_R$M;#0;2#{xabDa;>I8bW4+qaJ%<v$
zVZ>+*w@ijOzku9(*ND;(TOseL{gEeg#ApYv+J50O4Ls*1_`i1tb0AWGTDgONd%Z~3
zh#I<Jj1Ll~qlil4?3)1aUE_UH(G>yn_5$;k9k7DT(750mPMH+@V2i%pRVFwv@vBnq
zBk{Mq)h0OIbJiUEq;Hmd;g3F%f!<}hphQo}8A%gZXCwSy#Fte7l9*gleWYoUGm3lo
zS0GRg3B`fSweQXOCHb}2h5~u1K;#2W*GRgYC7pk5yV2=DFti;Z!{|U?(k^u_>A$PK
znE`B4vB5}|K(qz<i)J$?&=#7Vi?Vqp!-0yCD9MS1WyTdqn1kWKVQl48IT6sGnkz{F
zV_2mIqKe$>gWHG!Ayd|rV~YK$`x*W&=Tv8&jTY>&aMut@;m)79NRp|@AGvuwDppW)
zk&&?_v96-~(Z2-HEtocLK%a2s-S|4A;OPMZB<;QI?_TiBqD!Ek0ge-#0j^)%v*9%4
zo=g7SEw4CtP-w-pjnXw>H)l8FLwD-0;Vu4yE@R{jr&C2MOXkDi3}{@ygfI3RLI+~)
zAepmW*>lN&jT76oeUKJ`vXu)&Cc7rUc4JFU?h$sVLk!t0nO_^22VoBBx9W;IZ{Hn=
zedZy64hZdB!VF-uuN)$dNZDdY^1Ns!fNX>7DrFCf3VN1v?;Er;de%@0xus<VXC>Qh
z`+<pu@^8L#xGlsfe6oC|9*ACk)QZd_mUf@^v4rgGOX@r_T}r8`@$o78tmrX{52FUD
z_N9HFkAjB{wr$@N(gwaay&IoftGF`VZBD}L_LE5H5nNsS!_DA|XB$mSpUb41T&$LZ
z-Ik*wE&{T!&>ln6!(u#M2x19lQ<-+tiqMn`ySdp2M6gV|1sR4|rk%nJGwt6R7TSmp
z!J-rnkRMb;lwV8&q(rzenf73yx2E6_-~94I4HwIn$c?NEHu^<LK#-;EVZp;BRxm6@
zKi`IyRH!QN9CAzEAzqw$&$U+P|L}9JuJhu@eC(`>j4K#4Lj&;}=!Ahe+6DW3k<RcZ
zXO>2(j17<)<KNTKRZEaDGERvl6CPqiA!T6ZSh1R!25XQ`+Q_vy#5Kx|)b2(+!&bZ1
z<aOAetZ*@UVZr{+3@uS2tz}*5?Dg`!p07Y2*=n!(n-!-Al`y;#Ga2YMvt#I;JkxD-
znd7!~^ylGisKcR%wPd8*{&{ajuV(=9!S7p)%tH8TzHgX6)*#(8@r~f`;yK%L;<ljO
z^rtj^zIA{m<ruMK3O;bNW)TM^eGxvr0I+hk0plJ34}hcc`!pcQx7qcQCHrq<Smy!W
z2w}`{7gGu>aa(>O=pnBL<K}DYbxxY2UuE+cjsEB5QBclu%D@^lj@Mz7hq*g`h$1&s
zIpucd2);CPCl0YkM>JA@nNYZ^RinC)`KDHbWtTDUnPCgyfqzeN6Z9D6_8A&Mzl2?;
zjA>XS)Bgtk&Fy0I&F#{cRu=1qf0a(=3!@idN|I%K&Lo4|oloX0G^z8L@UH7s-NTX<
z?J2nCRk4a(ttHR0(kd-dfElyND3vRyI}IU>GmjAJr#yo)23cczmP{X_sr2(tYm_vf
zLOqD(>Vy@_ju0PXWOSh*V&a)Gfx!?OY62RwhYAz)o3{0N<$H=2Ce8%(YCE@&u6qC2
z)bCU4Rtcy;<>PS%3`a3&FV$97l|%DqXtysT(D%>w<qIv?>S<WAT%w(XRki{NnC5)g
znxT{w0h9>nXqm;53(^TPir+4iAub(kB()Oo7qq9!juIr8lJ6I!6@eXo<=+LbV#$FO
z8KEMOlqG@#7?iQvlt~o~G-<z0%-3}on-QVQ@!Qh>gwvonAVqM?Qi@}pM*9ODp4$O`
znDN92g9euafi**qOa=#ht~0o1LSA4Pzy^aTe=dialr0Z%vM4-s$x?BV7D1adGg5ZS
zz2EJ~BgIp&f_!OYIm@_a)l@)MiGV(p7B+%*kbY>9O8hONrj}}cBWi)*NNtsNI}~3^
zAetmLh}^7%_zk84asUQ{r#jmdsJ#;IiX!;E4_28tm8o$=kTFEm7GmDIE0sI}lKF~@
z^R&)H18?^l{Lxge)kUPV@Z!bhSl1j4M~3yZ(_xA_A!vJQWx#x|2JZvZapzp<%-Su|
zq1~uWry{?=e+kGIwMdD=TcUWaq|#m(LB)x%#n-`^DT0irjPa!E$TVMEnfXeU2dx=i
zO2}NIg2)x0R6V;?G%Rd$)1bs^WIanEL8sQ^d?IxdKfQAGAZ3LH!Kc^2f}P_S`OVv*
zc8YbZ9}*AJPRwfGDp(|5Z*fU6o|&A?EfY(@M#@)WCYe%7X%cDbDCzPhIlXWgHU+<t
zx00UQbS3`BiYwlE$d&rcXVFaJo{`BxGh5X!EV+t1b+v%(V&0&<Yk^OIcb!kH8|G@j
zE_3JOZL^Aez}W&)BNe7~o|DqUlTpUCSOit1I>wWl5{1Nr+R|+4m7IWbf<XP(X{`Tx
z2d+*E%mi`@CY(SDw<g=KuIpehPb2;`jNQ=XBdO=BM+xto`!);vk%HlAu52;3lLYRl
z)n9q3_Trw>k~s^66e+IfQ?OL6wdT5h)s`LVbB@>8Z1rXv(bOw5!V@HfhGy*%)qxqh
z2}SD~n>=@JuBwJ>V`z%D#y{`Q$IV;Zz01uNP?Fk^*2Kv%TKy(wg0`$YjpaU_3CF4R
zdhB(r=R6<oP$%6US1G9Pz;RL;#7g7F(pfzgRP`?R3AS=I7Tgr{jFLxkcU87G>#dHY
zFQ!yb1LnIGPjt<77n+$~smBYX&XZP(-bQ?N?1oXbBdJb>Efxf*y|LX>#h3noNVF7d
z6H+*W<t&{E6F4Wco3gKRl)TP^9s_yVIoWxobV)KvYnk9$<Pr8tFiChdzM8%poRFQ%
z(d7N<3IFQ954xIMW15LyJWedOSd2bPB(&jQ(Av;r6u7szq`P#>(KL%RRD@!HtB59-
zi6u{A*=vhDRR&aP{;fK!+!(=&%m_+X5(cRu#+roR&YzxylHe<h-_my7j`+X=J*_%9
z+<3Za8o3Sk{phiG3SbnN(Wp-vDw*NwY~rv~EJT({jzN>wjeYi_{8^=A<T?Y>^z|{&
zU%_lO#^aRhv!BW_EBQ;yS7XEOYCd!2p&E}*kQMt^!+B0?Z0{4CrT+IEn;^1eH_kSs
zvs!t?qQWm7OH34=F-0658;^8eYVP9o(hXC!Nfy>46i$tF!gdiJA*D(W#cr{BwRW*;
z*2=Wsy~TpcALLigSAx~~B--j;rA16P@XPeTEB&VIz!)w8s+EEVcJ}4Qs^Cf-O~P3S
zsCYp|;_|OK!TA+LJUFGnMvVK(s0FYWC`m5D(ZHtn<oc?IX4vlmw>vV-(;aKfQqhp|
zs((E!I(|34jB2nTdx%hLiwoqL?8fd8J~)7dm?)61p?ZD2%4vObTx_7u<~UzB(O~y@
zkG6D{Zpx&pKj9G73%^nqM7i2VWOy!8;dy`D=a6fll504OkswR1RP?cvu}eFL%ac?n
z!YIU`mr9mWjZ_|T!hpFj&)-HIx*gQIYLE%_R3{a!&5i0_V(4QSV4Y&vq?_VhrBmft
zy`_9vE(c_ov!F@&IW>EPYS42vT{vgCD3=*Az?HzTBcmGoFf&dd&Dr~?5|<i-vIrZw
z8QQk4rVU%*r&_fqu}^1ofN0<okVG}s<VnY`?>7)S9^EWDw$#D_+dD`5wCOizqh_e8
z%rQ3dH@$?4lgpaUSQ=%+F*5PnCAW)6NpA8gjD{q{;P`HS+gx}Ua=#)*5T^Agtk7U~
zb{r{j@^5*ZM!w1=6{L<{L?9n&$|P#aHGh>lU0G)fuh7xtJQBAyOfq=W^5YzJW^w_k
ze4<>SWT6TS8w^_vgNDGM$PUAZRPWb|&tr;+7dTVOGaAFV;VT*d_IHOTQ<N~)f(+r&
zfvp?3hDyLULPrBR)gPoARn>NReb*gMQ6e1RMRyPO!1kYTTA4b#mP+v3XzJ?e&GzuQ
zR;>?tPv_lljW7aKz^iQl*Itcw59|OBQ_7^K<(QbE=4s8e6XQwvx+p|#9x13BX+sIz
z4sjHdhDnB;)BVklQo(&j`nrLXuN^jwyRSiRMN;vq+IC?e22%pWnv;%8!v-I43F0h(
zcq0(AhTH~YbZgCm-`ZibhS!|g2QqxzSZMY3URN^*iiCoKvggFuIn8|Bmlf3RUhoJY
zZ)W&orhH)(E?^W%uuJCqP3RCbEX2eB&=T$i(JhvTx&qD+0x3<ik$88Q%mL4ij_u<-
zYC9V~fcd-%kG1Nh!23{r!(};DH<II}g>**57BivOTYUtm$>wJJ9d>Q;N<2lgM|GHr
zxeX^Q1!BRxRbw^hL*b3%Bk;naIq}QBaTyYmT}}*l38yu;KD26zgiRE48Y~Qi!*qq5
zMd7?0L<OITjH;OMrR?15sL*D1VjN17PW=q#!qjTcb8VsuLp6O$7il}l@E!Ui>YSE6
z7A#aiPs%-PUD3WC|8m*>KtBIqL!Y?>16&ltB=sCsvR$zhrI<5M_ZO;AlcZ3v0mWE-
z#%^sU#Xa@@OpX3pLv^dSYIjMmtVSMVv)HuK)N|j=J*E%iwRuH>lwGc>_ss?kxP!Qq
z{F0tf?x}%8zLX~OJj1?$MpZJbA@Z6vsmkdQRJ$N@wVFA9JTmGtwxT>`;>vggH|{~U
z`LEhI>BYw|i(egLRfMvrHrvA*W(s|;AP;|lyyv>xsn27HHZf)hRct2XRO34>vWF9^
zLz1Fwu{G2c7fgy7VqaUPE)%|$4WA3oHE8f0VaWw+>!3&TWO*SsXZB<6UL$oQ8-fe&
z4h~MJu2nZvZjB$AaCFg_p`x}dC2CJ^>qU@+!sLHX;!9pYyh02^96>BY{DqiCc|{pU
zIYL=R`HLdcUCXPGbt)w;Ej}ZGQB$QH^AIDId6khPpJkutnDn+?49;04w^Qn^`RTsj
zQoPlp=5xFjI#=OOKx@~=JzuHH*g0ut_<Kp6t2G9$ta@x^mUW_K(RGS+`A>GsS<52p
zaZ`1(!UiBGhz*NAQ%)=h#B#zxFwi_=H08YOuW5~Ju>HbEjo{+g@NSCK5l(5wV{sLZ
ztD#(dXko2JYYdI$aU{jMBVMuXJCsDj+1+k$^RP-LIJ3FJ=sz%-1wyqc05u>s9~Su9
z2^4Fb%^BMnZ3Ocy)8|x?M6EsOpNM5F$gp*IN7kvQ*Je4eVwws3&>_t6YYa0)46e6l
zE?_!MvhgEU+6?*PiNgpIVqHU+3>UHYL;T#f<45BY7>UW{@{*s_VA&n&v@^aqP<}6h
zFT6Cvz2@_Tv>TfrD$O@3$UYGjC`Ij?x47+FYMSzoG#KW=z^8?rSCJbhv(r!8&woaI
zhjWy!F`Y-D2mcDVOdq}~O&vF-cf#?|JKtNmVZR4EyGZA-^i)-jo==~)m)kviNXYud
zZIEe#$6};kI1GtWAu~pu#9@4`!Ol8LIJLqd_!{%pC7E<K!xbJ;^-L$E8Dsz6sz3qC
z^iQ?akvP-f^zElf?ysu<g`^U3E-VwvDVBuOtWYb-NG$S9ul9?wh)O02HmQg#>saE%
z{P@g{Y1>q@P@_W6MjfYn;3eO&^F06Bzi0j>=icgoE)#9bZX}*)CV%<2i)WAkWZ*Og
z&J_!JO#1xqX3u7|66W8^6Xrnz)v6MpVKUHgIYFfya2(}D0ccnAqTn!qM!-1O@~D_V
zV4M^7WBjnN#m2R%LqZ<WiE5Zlv?}<!ie;7W6(L{e@tOO&)y8hWMETs~-Y`}_AXWK1
zW6*je8nuRbGF9B}s$%dmS=OsNNEt#pTS^OodeXf|Nl&y`A+Oh80Fm-{siPK9QO4qw
zL5l3tOoz$O0Lq1S{3#z{`(ZUVSa&cuo7vdpF!Qp|ml57f<0$0t>?WY??islKGgN#P
zQFAch*6w5&i{?!ZMa__WPY)yX%r6%T^20=KlFBv9x<4}bw$HvBdj6K~2S2_FHENRa
zR!d2SXZ(&ak)Xk{(_r?4%lY#$GLtwVuz8b)M72e{4jK^;8THD)y&W?__Jtu)t87;9
zKOT!7!W+eqRhsYxqWkv1tHob1(Xh^mQ_L5b_XVK(wy2v$L!nYJbX!i5p8^UqufeE6
zGosV+@=`4N2c&}7KtfZ=RMS*b#Wb@Ql1Ru`8$^T#)56!5P~jvV)0dB7f-o!H{t_F_
zElD9YJtb>WB~Yz^6JkW1NqSKRay%e9F$-8@I7kslfnuUYc)=>5qtJJJ^UBN1)a87h
ziK-E6LoYp5XQ7~K3OjFssZ;4@{VvIl3R4_rqH2bOsgSaau2Re4taK{3o3X+3NwCM+
z$d4$iScl=)g21}(;S!xovLx0i9Uy1}5!8A?icyVh$pY(w9={OXN|5#pGpu(mXokh<
zrhSWyC-3@H6IwQwtaNHhmJx&GAY=o@!w4HE%$ruU2?&zKs&a2@FW<OQx-CN_<Xx-o
z5S4UN_Q<L0q;Fk8Ow`I*;}UI`bAnuoQnOUS3}eC2<;pn+PrDZK@L7mI(yA<}N+!lK
zPT`3FRrxJ0ic+v|uNEb;Jn$DHJ$Px>N@n>=vgt1qByCbdM#O4WcZFSE*i%q@!^6A=
zVi~u2TdRqt(!05)-xJ$II2wq2EW_-hc)G2W+8k~z8z)l9cc_Axe>06YOG2ts)(NFM
zo$)@awLV3kvj_Tp;1S=w+#WHJ#U*|1k8QfcpI<5BHczp0QQt4q_jqi5YqT7@b_^xr
zqAE4&E^!YBe1s*yBz*yhj8`Pmk43UW;mC$SXv{&jbaP~B4Pc(2IpfP%*6$Y>6|$>7
z($A{glczEB#%8T3BH^!Nroo~zV4{~zF+d_VkV@E0HJx(`VVDd2L>6Et*0wVx4pUog
zYp>`F4ysnx<GM#y3liNcfW`Df1BLQOPONTUkLkI9C0SPCeO<|I5MW$9c`n7a3o6FM
zt@`JU)fYcD8$bMo`g026v|O;oX&phE*RnGta4IJg9jIuQ(_xN>HjrH;O9;02bY;5Q
z&**A0Uk|P#&LHV#eJm9(K02aN?)0LeZ3<oolJZ5@tNxHpD_%4<WtM{lT#MFH9$Y3s
zSJ^aQ6gp>u1zav#MrhL}LDE44wzY(|G>gCvDQG5`$$0C`gBH%QM$EUhm1-pPXM$)L
z(oWlX#C#lv*PLz)A}|%)sP?!zL45+__A)fe=~Q0j_CMeIWl%HnHrm5~kH+UyNjk7q
zsBLP!;KQCj)1v}X?uK7L8Yp6t0(nBRQ6foL7xGCY{f>%ZVS||HC@x+C^YoqNw3YCV
zVJ8Be35W1!`dy|>C={FI&)Jv0L&Qc#Vu=9;Uj459M;!_4BCXf|;S$7`;1|84&_fZI
z*`S5$x)wD?mX<>H6^(~S#-0Ze)^CKDQ6An<>%xo)D<cuq{`E<O{a>Ul|D(3Iij4zk
z7A_q-W@fgNn3<VkW@ct)7&9|FW@ct)W`;3M3}eU4?3m%ty}x#~cfWnuhuzn1saq{|
zwOXpGb8=huUxpUrFV}uBQV!DMd;Dp!+^)qQ?QMT3nqGaFkZ&7}o2XgywBTFOD$12n
zRm+(@cB{Ad<9`WvzA2l_MIavsA?tVF{W~uEw&!c44=*lnt?2d{9aHjn`3M!(9HZ~U
zWs|g+(5!Y=_0I^n))6}EG%4|T%AfE44Y$SK?3>Pdcy;Erv_m@SgLO<A1y<aNiHs!=
zLYBvZW9*FSOZciaV#e@+L~F-TQ1%kd1*pVZAzVvmvvFGGJ3p3_jAidOfLtFY{q(Zw
z_%V>`W*up{R*dUUC-DhdNU|daW?jJh2=RC?GC8a&CIBD5t$j2n)0|y&u8?2E0#kX1
zBCI(62KLTI>4psKRUN?vK4xy#dhcD%?pp@FEi1`<T-FVXj2U77%#b&n?Se3;Vn+0f
zT?9ISGX{IDW!!;^HoEWg%^_?^j*#rsv{knw*4my^xb(-6ks3gFfEc2;VOn_6?Wp4n
zfz&N@wBj3Ct#poqXVE4#WwehQzPCf{-%gg9{bb9#taSJ-c(B7Ui;<FrhMmq@34HYw
z*X$i`3j%h+qj>Kr=sW1}*WXhuen!*3?BZuVfRKM_fbJirxFjKw36V3U1(ykXs1^0Z
zt$(AH+Y=s{Bwx~t--aQcweo)QJriaJo1V0Kh_EM4vcnLeW{Jt0ar+>_^cvJzBM}zz
z(j{{(ZvPw`t)NkTL`40n6v$j=gC3DeX_LoSW0R>j$e2y`qHFu@N}_YBD7v-m*C>A2
zqgDP{qGAsPv0vDhS%~{%%K@<=$zsQj<-Yc7M`*ctUM(WP)Ee@0cDg2zmKVCyR7!Ys
zP~avLoTH8|LnuNDtCrE=(z;k-?~CIutXw_^;y{r3g>dWL4YpuwogFV7#9QnmXK0?S
zxy}4Nr{fh$CL<6Kg(6Lxg)WHQg1uWFWq)U4O$NKg*<I8V0QxS_btb!d2&&UjN<U?o
zCCvC8<ms5lR#_CGd=?!gy*PqY!_8H+jSTh{SnPgWpwZ)8KQzb5!#vQNku?D-j12dF
zNe!D{p0T7&m{GzhTx`qaWhDG15IS-KX!M<P=C;)DOPtrHnE)CnIZ#5F?CqME+WS5r
zS>_jj^aXqbV2~M#G{iie)|x|k2LFC;yNdq)Z7B;q`D&Ziz_oCqm-LD2D=e51mV3e5
zEH)9&*g$49d3b}hgm*tlbK@>5C#N8T@EO{!tn`xrf$1lIx^dXh08e50_LVt4O%|S^
z3)wrdiW6!y&`3rmesu1R#VX=2f;rBXcz$*^rjn%j!M+(g0tO>Vch~8XTmN+=2q!+^
z9rtcX^M*b1ihL;l9qXVpOg_5fF_tLq8F+WC=v0!&iMl^|IAg<>w)xs(KB_mCD$-h_
zXcWpco2;#!lZu_6xE1gu%Y=NrFMBYF5;C1mKwT>(l{Bp)#}ak(%yMa_E#us@D%V4j
zu4&I~vx{Mpm(Y|len^ECD|K>mVbyrVbGL^mq44;+`7jqYwP_tjJZ*7Hs_EJ%^AO`N
z4Goso`&qh(FQ<*+|DB&%-MA=&tw(=M&6r7@DRCl|_Oeb6LA-Jf2RA!6`7}mWj(&2I
zhJl9WU>XPw60SW&7tWo;8c!$FxHr%vc!ZdsU>$qUP^(g+=>%#_9jtW?5$T#pa2n?1
zT$>#1r+E7E=i_P9`%2hZTf-aHBqfRTY1!!2<TZXeG<x1I9PTMqiPL;euOP<w>26FD
ze4F|_=-3VD=^7dl%=Sr?MmLo1dn2uBH9PMWy|RDT>}Gp6)bYAZ{Xyr5^AILLf0$j8
zx`2LbH0$rQyJ+i_yqgM`S~;s>nRI6QbBaG0?d--XV7OhW>fq2lz32t*WTl8|9K(<E
z?p>+cGY0785KcOjCY5k5$`<hggcT{fkouOU<PfuS;Kn;STd|xRaLrwYlRdQKHrG1w
zJ9+Fi#?q-T;eVCmbr^>SAb(*{8G+6++ttK*N}J6c%*ra}N(0ak+AtHgI`jGz(vMY5
z%br!LNlfmt=fx{y%+4u1Dr#%2{{>E(ddHvg)pX>Xe|#aPV999Wi&f0-vf3X?Ql1OO
z*S2;~wlg_0D>7<-b9H(o%o*Kd0Kfdz5@BoBe^~Ym2+hw4u-Kspw7o+|EJHIG*9Xr|
z+%IJMRj7D}e39GyEVqX1(o&Q3_GkLM4wo`T`Qca!2Y;*S7zvziVz+uv^%mHgirPV4
zrb$g|xsK;x!z=~W<BIFN@fTHAL^t!y2xg`@uib}nZKu%*4ma-aGmAe%)p97lyMO20
zS&4AGA{F}9^>)ZeM~c7UvGLks<LEGYXWj0e*W5Y4DM3mM<|tn3Vb{%i5{fMd$os)F
zHorcI*nBoL_PyZSh*^TFC%dl(^%oKar|cEHJSnj|C|Zba#1O+U{W3?i<!-P;RE@Hd
zYkmuz@**W!$J<9wBp=4!8zswvqox!K&cQ}*B;PJeB{ihT6B$l&V!)P5-F%t>d8auP
zM`jaIWnNz88h&oXwnoycXA0XW?jF9yWYUbNybZ~Vueo8b+=cu}yUpUcXoA0(Rxnp_
zadZE7I|}DEp-2r@oFrpWa4WhGmc+SD>~DMLn=G;3I7L1|K^7tznok?T5)=CPW?{^7
zR%cGnUIc7QsPL=qw`ie;o!h=683R51l6J}C&nUVU&Fqu48%LhIpBp4cAN~6%VFa-&
z@{4j(!FeN{q`anq!A-;=-GhNYW`&93Nl2jP6g#<QC4KuyM4;Yj3e;WwD_8KJ^%1AK
zEbss1(4wRei<~9F;~(?fCR)-^zfeYS!f?qP=L^%N--Hll(vPqI)P+RQgwPL~PKAQC
zLUizM+0_0srnA9O-VwwJt5)~3z!nsIDKIsKK=2hzVvo95ESWAEjB){jt_YOdBr(69
zO%$XfBa65b;BfQg+G17b$GCM>Tnx4S6?K}DNqLFJYH!_PkKu<Xq&DbHl6DjY4dZ;2
zqM72g=4~vXIfnDm_-#u}O~RDhWoowL&AC|)2PJ)YoQXegYL?lsb2{3tDOAkPj78@u
zNX?|>db!sFaIta&)63Ck=r)UagX5#dm2GJWaO-RzFlQAzFf09)t-Cvy&`%?uj6v#H
zh5tg{yBAMit-i5G8N=%r-{8Bh*ULIaJ|Uwj?<{8Gf$}le%DsMmQUX%ZR**F}0KJCK
zI-zhr5T9qS4l>-gr_N8S9*k3#&bgd0>ci=B-_%Ugmqg(>Ad58$Q^R&PcnK+`K)R8x
z;fb6}44d1+^%6%8g${@9*aTCxCNqZAdlfNZb9K-zgrMN&Iy(L<GLI?0f5yPz&t+9n
z73gpW;Nv?-d~NkaN{T?&XFDG1*2$e4!c~y&@zvaDGti_5@idg_chcJX_XvbzYZGlv
zwK*HQv01YtJ~HhTGtW7)jKZj=Y<b-+G0A7zvpwgoG1kx4#%#U+UOFQI=m=ac>j|*w
z<ZR&;t7J=>=IGF^HF@n9gmzr|k&@`FIGSk#+^pRn=gfmPaQ9(pB?DAFZq3gYv;7Rh
z#tM|(5%&pay0^RUxF3n_bJ!8{Tc1&G$qtd3U4`(TtP9EhWz^YuLke(3^*h6D;{(qT
zog!ja!>9Z87!#Ru4T_C(BD{OAArXX*3eo+LT+VeY)}Fbt&gG3Q!aAXMqg1l@!?e-m
z{p~n@VYj<z)6PvSS1ukEOxxk26|<P873+(PIA@0~*|UT*%OAtzTo2>~($1BxnvFUI
zIo;_aFIxGB?mKljso)vVVi$cvSTz^C64f1BRg3Km9s2yGRPzsOP5kuGv|{eHhr#3k
zTKs9$Bj-Pgo<O$nJegbpW<4FEXX0r&eP_Nao|i5Sk$jxW=ki$^BkVqMKi667Z{g=@
zm%uc=DeazhhL3Ru5geVY3p_qAhwd7WK6g!qSOVJjJrt&uy5;es!kRcQ20F9Cm_|G6
z5x^r3maYpC<O9jC!qJ!#fQD=P92CDmaOt8Y&ojlj&MBNTHl6dj!!jb&F*Lr`sH=#8
zM^PLke88G2ek!z)OSe9w<o<cY``TJU$F}<C!CHb45pr=J`}_BGae4Ucq8v`$<vKFo
z$B2hw6IE1#UQhWmTSvLf+$5tp>C;tbP#f+g7}HXbG$nTgV--aoV10Bl$=3bX%g(BS
z)iT@|oP2PHn~I_%WURIQ<^f}87`AD%7q86?qNHIrG?8#P`7`D>HSMFf9}`WQQN^N@
z)Fz3&S$`?oU!_s4)`UCMt-GHk#?SnIkN{hjJ}>JW4b;rbOuAa2Gw9i!N$H&#w!JtI
zUAkV6E@neC6y+v>H0I6@B4H+!*{KZV+zxAF>NnLCl~A*@lSKXegNewW7f;-|Qk_0s
z%s%Rig9PA+&Q~ZdXLFxTw<I6u6@bC@<`L~$+mq%r&1vTo&`+l4?eV>2ySwAy>A@<{
zTl$$JyXeVZlJHbS$@olt{n79d4k)OQhh`myH8g3tK+SKCXcflMh{)NzF6Zd<<s#;x
zJg}J0#*QMQr-s6rqy4xr1O~wmV`5+?Tgsga@^#;j?F=XT;BH)?2n(zp$1_|N0AM7x
zxBSe`EJA2FT0iamlP}8W@@C8&g+WNkI+9znS6ftc0<GlhFFg{Z_AT0fdGB2F@Vv5s
z+!Ki#fQMcVRK}Z)-L98pS>lHdkU;NZ6CZLT_udQ)<9An4(=e!D^iqCkhqdB8!&cmW
zgIW#zCZsoCLvuCWj^}G{@TM=GvJ&&95H)oWyo*{{8dzFd=1~|6$8?{$0?I+e3$EaB
z8(m`V<@rncga!#<ZE+|<Z|7>@Wkc|}>lW|pwx)z$Q(NRTJyD0fm%eoSOwj1)%Uruh
zm;L&$?;rltGCt)VB;FxRbra{Y(r)CaWX1WOzV#Z|rYt_}jbXV}i)BxIvl-lWLr?y;
z<SPd0ARtY$tgghF(nFLItbPGp=|%DTpP1jj_UU^{%nFfdsOfiitU+~O`cTW2=%pUv
z7O6do5PNIo)N=UM3dBk*1Wnb`o(l@l#aW1-ms=|WVXMNzMoTF&eiOryo0$Yg-=sB(
z1_z#B1>S0rGUH8wVZ}uE5C{p<>4LgV`6g|-*x$q^Ngi0<?uKnqvfdM$EueJr=;pJ$
za>y@Lh6H)u;_f&_Q+!$}FhZzroP;ztp|UoHj2@!0yd^9*l>}z;!Tpk6f1|i`^XmwC
zzHjBxVwGT}3cgQlj;96KxcVM3O)}uI8k<O8t(x0MfEYEc)y8XX)H{K|;JOa4o6Xy3
zSjyQh;}o|t|1mo3c5qrAKOLox{_o0`!}!6ySFZf{&`DoFS<8d@tQsWGFVwKm3+=4V
z@5wF^*v!?n+Rtx#qgEVv&74;Giz+9dE9<FW$DLDmxUzsIwP|LyJt-HK`{2dc{fX5>
z@u4&#@ieoRjH#j$Z||)cx6SDe+&C)u(4v95DT<weQ6iO}D4|7gL27V?->^obup)@4
z9kA4#cOc=_oF^eaKl?!f0!g@#jW*sN{_p((?^~ZAd1)N-QC|W#vop^p27W>cwPo3S
z`gjy|zrGzmO=CtywI}iU^Kx=}T^`&;-8n-2o~O+AZ?b&6T-vb&n_?DcRNUM&AI%#V
zg;QcCYuOdV<mSv=3I(qnLp(ce0SB8hhF2@G9%h}+2L0j1T@bPuXZ|>34uZQM_i}O@
zkuKLi(l51!W5)k>b)!#!d2{QR$|=rBtLLk3ijCej+_*4K+lmzh@Ez7)z6$%REGE#P
zVm>RSjH4QM-_`!z6E(y;U3)yQRor?XzH2XE>@<}`NeDQ|-0rsmuW$E*&N`heE^9iP
zUe>8P|K6G^@?X|dp*U^>m|JVDbwNA%^|kX1eft3%K9=M6DFUzO%bk6_+Ex)+s3g7)
z)~7#TiXZFr{axS<)TTc#B<4@u8<-}`0pMPNjy(7CUkMjmBZf*nN6Fn>U0vSp_q*|5
zxy}Fy*Dq~?L)AX#!N6j`^^HK@A%~-X5eRQ<d^G=5U&X1!61C2|=}~cAQ}efnN^aa$
zldN6hyY=al&2+0I!JI<y%^fUj@$aY$Uv4n}`tNO??RS%aBGNOffB=iWFG3|ob{|80
z$e%{|o&eQq9@Gtuji3+AVpOjAD>)Cv$&ETh+_}8mk*le!uRZS_g+UG%OHV%Of!%Ih
z-LE4vx|92A9)ur`<($5YE358+Q?cC<-Kbo{`MNy;278M=H&hK!ewAU>xFT<bYVS{u
zuy0Y1!zVY%w`4ue&)I#ml1smjF;9<indWlF)`b=2k2|BPwv{IpmQ;n`C~QwXcY2t3
zf-g+iAlO%U*w?N*hcy%2N>yhS1O8AF`1F&`+<vS;b)!7EpKouirV9vqS}DrD_U*;6
z+1|N^4W5sJ{q|0BPnHMjo*%m(FY4v&a&&BS{7kp^+WX#yF4jzO%TN>Uuhus<oXuZu
z9DVKY&+n)n?>$<Ph=}KN_`Lc)?{{nHf;CCJZXXc2wgsP_&!FU~9^FV@j?D}oW`IM5
zhwg71y3Lc~Ye573ipw4#BfiBf?)qbx)wL%{9Dla+<hXtnH`=kK33rYUd7ykvvvq$_
z_L^fB3>J7Oo?WQ?*#0~$UK0zP^}=B-(G_>V%NFfm88(-W1qR+rEWJiwnkl+{(7njC
z9(AW-=NiT7lTvpDaXiY=@lG}glw;*a->^45<nf4eed#Ydwn#gpq3H_y`{1B?&-t&*
zND5estON3ib}$|G3oqJO6ZP}J0w?;`9JT*jH?wbhhwG#)$w=2{J3@>LvR42s;f5Js
z{)hpV+mnoP`0kx@Y)>nhl*W_PGLu+h9#8&nvk4+;okOWb*8l4;gDbgpCYki~e@(%i
ztY-Av?@yZ-ZJ6%m?!V$jZN>MM#E3mYf|F4qx6t>tqg=4SxP;sCu8x?!>2A`QuO|Gk
zCimZWKPiD!kspk}5V8JvH`$qww2Zok-=03l)3nu1te7<e>}A7zmi0rnsi~0$MkviY
z2Xu@mz3Ibx1veFg9l}IJ5^@>&UrsUNY(L9O?9A{ZUM>c-&~7}LIbp9<wwVbd^1pLd
zRH(A^BD2YP8iw<THw>0*Pk);aNuTEYlR-sj*Fl+qt-Tv;fTEYRNdAl*i57v+O-iwD
z7ufO#JC6NCCJlznrA!<H7=oeYm?#ES_cWsaLmv-dXnj2)ntS--2BxHWis$4p3n}!a
zNw#Z|qN?U!4A=Z6q<FRX5!m9qh}J&!?O9N-{iH{vNmiy?sRv~;scYCd+3c0}2XD^g
zgx%qta9KeG-Zi87nGJb?lxdv}wKFvnqxf>kvlUIzuu8KCGVkoRk`D3#jX^T7M!XOr
z=U?5*>aI=2G4B*+$P*NAwfPF!NR}BG%z|D=#B>W?uT5T0ISefTN^Q-G?pMe-M0hlw
zxh?6IDt7UQuEV2^m@pN&q>v!u#@Sg9k8Vp*(w!zakSPjLMFJf33v07QmCK#U6#>gK
z7n8ZW;^4H2>bBJ~8z%@x%4V|5HJb3(jDgz7y&q-Xd-k`An!GOL-wULU&KhWbBjcfx
z5iS@Cq6pBVwecALp&VT$+k8%mGf4ro=+}AZ$wC2bZn36p{z@6NQj-z*gdfUQE7vJ#
z+Dav_-(l6V)+X8Pi&qdHX&!e;Bs!&{=!vpM3(lf4pp>S=i{h*-EVRv}b@3{vbJTc<
z4+&X#1naB54C%zQx*)~p5JO34K&Agn+(?d_HsL^kTAN8R=JZ=H8It@3rfxoU?#vCM
zt1uAMw`~A2GWsF!fz8$I`ORb{j$h(s3%Y+!Ad`jvzNcQNpkRRVfRG&!8n@U1p!17(
z!%H}S&=b`!JR!x_44{Js%p-S^-sl&OY0nBiE5R}b1UAGDTcX3x){QfI+6QfIIBjE+
zmtH6%0~Bs4k$m@5HE-YZT-;g_-h@k36KpDC^?$nBwklSv1YuWc)SKrrtJy!OT~H@s
zp|2RkUKGm^Y9u17H@gDsr~ogIQF4*BGHTFaI%_|4_!w7c3|HcUhu*=v*mdr)8IjVJ
z>M^x1w+M!j2Sn;d)&K?bF^#0Fw8G+jb-xm`gYD?(+N@!M=oOXXcnPT5vgo#Qo0VQS
zOSo6}nmo<+eUS<W%08EU#==B#^Jw}@U6|T-*rOae`t?Qvg45BJ{BkM6M(|V|Ko1JN
zop9K`R<a|YWPvwkKcd6sbYGqN6GW4JV}r4}Lr@OY(=_)L%Q?j``Yq9Y6lh;L#jwYu
zsjj_Ktg&;(;wF?}^OQlh-EP5ne&ghbS%sOhHPNS1UbCL<^2Z_CL!R~JNa<j{x~ofA
zKr3vty93rzD1{1CqSPz#9#1s2ktK;=t7BP{JX3qdJ(JN!vl^yoZqG2K%dz~3{TBy*
zh2gb9G#tYzJu@6A9PYD+M`&E!K<dJcGQ9R}(=m3yHgZSch#*@tNA#ZIE7>*KiE_AN
zxbrH$JHe&=b=acpa&n5WA&x)oeR5%Mum9+o+Vf?r;x|B)h9$*N*d{cxx;?PWylTM(
zRbS07t(ezSFW-d<a1t$yuN7o!zx`8fCl~txK7a0#{$`Ks#bW1JHEcl7-1^EZTIt7Y
zl-$VknoWfg>Nl@Z%OZ-NG;rv+)Pqec{lCx4Q?+j^`BShdpCHmrOuVkU-YgeUcDlU4
zFq3uP14J1;!X8~b{-4P4BfAVPenCNYxCm8zLHjJ<HR?3q1SUkq4#FP+z(zmg!ha8p
z05auZhw>k<9ei=0K*jEG3m4)Jb|^-jcsfs-2KJ3>-@0^m%_YB#KhNQp&iy58M0M(&
zs()atXu5wex$StxpE=LYxgzhwdPfn;q!_yjH9*(n`NNkX;sI{C39VJ3h?xzcOov$d
zf7orK4b(!RcdQ_l|KcVbS{V@7#?Epaq{u0N{ZkY%#a|9#kpv$$z#c@dE8Ke!h%r0|
zo2OXk?Z1L`BW2{mzx+dQx*=*9Q1`E+=Nts3WR`61B}&KZ*{i}jFr36ZjfNh98;2~6
zlwuy2jfUa?ADL@^JW!W94LM|W2AMM9M2JVv=n%}7##~M0d-rXUa;gC-dFYI8(^DoN
zh0P@xHg96uDw^;M!M}2_00XB1^IvcZ&wa+YK!E1YEk8$yrG4QEI7ufPYw-*GVHn^L
z2-a-D$b0L0s!T&1n|lKXyS^rMklko9B&u(x(8!FbJO1ETi(KRi{K<L~HB8x|f?kMM
z<hp8Rqw3r5;KFW{!((n|hML8V$EPa9&UW@kUT<Ha{SYQ`h(d@S^s+#JeVE~juYYJg
z<8`UXchPY8CCpTe26LQrjU$UAMuqx028P>GZGZF2-I?7fr2M`fezs=j=8kpXI<QM8
zSS>Vhtfj!n38m+O1~E~f;WnqJI#pJEG33uU_d!+9=~r%5$<SaxP%hQ|7fJ}FP}_mf
zFIF(_wZ{lS$FtXx#yZka$J{)6-pot&Y%s;@!f*&uZ3E{WB9C7Pp(Fif8RfcFu|`B1
zA`gXmzua^VzygiRpsJY<7nGUU5e7)Zeq_bM9S~;WTk-rXJ^WI&+sx)WOPQl7$}~Wg
zN~DEB@Hi#Hg%IAi;)<f&0$<3jIemmY!}4vsbciExm~k|Xc8IcAZkTo9yOM}6_IU55
zv=L^w^+F|tMR1O_C&e;UlUWA?1lMoWN?Og%uRYO9y+5MI^$HJ(G<pbwuBDKdW%N7R
zZU@xeF`G4AAlXp0z|3OeX&nrgWTa*)KUXF|QzrXl8RDZ_kG4D#<Lu^uolBF+eXHOq
zY#Fp;;2XS|mTu-@$lLGV6UWYiy!@Qp?5yl9_8aT`NGQmt39$pt_l3%W-iP;3CpYn{
zNmuDqO=~ixNsU7zXYtsEn8AiFtq5a~Y2WamlhSgDY8J#Rv{A60zUY<I6%rB{0<G*l
z8%*PJyCTl*CfjFf4mPqVn$jLq!T~=*LOu^dqnVA>_&pKw%+-ma2(!LNID|BQX{-c>
z=?;j&+8rtmKO0tJ!`0U-HAga_b22>d=kA|P8j^1Zf##DOsRGcFOO;L0@;)=oVtDn7
z6bL3|FBFl>4^`7ukN$9@Y!ZNf9IErF$h=YCT#y&zpbCXLR|<&Y$G*b`wzQf22icY9
z{~g)&8$0{|q>}3=&(>u#qlG>4ho!g2(Amw@V|~ZBE1`cWF7tzcRETzin)n{m^WJ*2
zpmqvb<LC>6YB}cYvpnv#uJty|Fg)pS&N^G%{CKbfGd=gfJDVu=n;UsU;hx0donTb(
z`M$^T!99mb){UDP=kvb%aaLe0n;^aU9b<GGYz1aFT-&&M*nhs)0-^de-;H^yf$Umv
zKTGT1Uuyfcaa7k|o$p_l9(*5pKC$}qs?FgWe{u}7uD`CMuKvASk$|1+tXK=Olvb8>
zC;8k^bScSY8qVKJ)Pv#C>_H*NN~DiWN}<O7hO8oHEuCUnfTM<PUJy*pLaD^aTNFPv
zy+rw|217CT22mM7Mwo}1N+oH6Nen@(bs`*-gXpU{lz9xMPR_z^C=OK%GF+?GzV-eI
zq*@@Y60}I3MBbOoTy`l;!0$U*tFg;2w1Dhuo2<a4qQG}%e(=To4nr_L)zsHuf<Yu<
zYQ#5N>G!14LJS!!H2{{HQ_blg$`k|{XmioliL%h_Zd4_L5?ksxF*F&d&jri1K_^9K
zhyWrOHoXGSGAioP+rSb-u{0{1;Oqkc9b}HIz4QDvd-$gIKW+fae-ZTm4>JA#M%OEv
z*r>YM|DPCNF1CLLh5tupy~2M9DI~02T;0C0@%#_aFF<WWVdE#7-<9SJ8GpmptGI~N
zP96^Rj~4!KByvsiwJ>}xv0@*6mN{QztEO(f-90SkGP6^ENXsOnlpsNiPbIlLaTD$A
zNz-8W6OpJmZ*Vq)tR1W!Z_8<8HkR)EczI9j6|z8GWa6XkHf=?cw@%)YifWtn>G){}
z{Ppf#;~=$7_6yn0KyYMSokD?up5Fxs)}X$ALWKoi8Ps=}o8H`hX|k9~JYo&so!jq{
zI!`!&TiiyA3wl(`Ib2}}H8)*81;c;OVJL3)UZ1J*Rv7h6JF7cgg-s9i_Pg{(3x^DP
zJ(ScJW>GywZpZS@`P|EkRirvoPd6O<TOY1<;=?!1P<(N*@KD(?eP^@MYP(K2n|0JP
ze?5KhqyHzAm84{E`Rk#HueUy<P^7~(Pe+@MyZrRZ$z*SH1b#KM_Is4;O(3~c&!F_K
zWW={3;374-xarj-4^zt07y)Zu%yF-jbTwXq39&*>3Ys5ze)zhu!`1$^TTF4Qk{~&r
zJxURa$P^mT^^-a~p_?i?FIc|Ukn&v$=5&=eWMivYO$55ZRY`$WSakXuTB5|&DfxN$
zYg$CBi1rBwS1^1JjCm+Li}XASGX(sk6EhN!=BP0))+V^2i3*+}nOa+sQv%%=64%c7
z7%euD+e9R#XUuj|oFZq1$Y+TDyX1P*Q#{@uIs!96xN#OfJDzEhph+X)yh=*C{V~`k
zx?W~Z&tHU*Ar;#c&uebqP`HssguMmLWs0s<Dq3c{I4a66891%~QX*i-$-)4~65MDj
zv6!5XQGDu>nk7o)iSw`R#;r%lHVS_!90%ILy191t%&fe5M5qMOa8++1dq~3S&?I_;
ztZv153~z)&y5FBVyrAZS9yPef-^E}hbkWWJ_=8kJthZlein?SdhZ(ju@-z`+6*gzE
zNjFoNyqI_Q>h#o>lm!gUK9uE|&xL4A(o{%yjSgX4qtQMgWuIh^{xgdHBZ&To1BK<k
z<K+KK2g-k|P5z;_|NpX=KtNKCE%PBkKw*B7{7*T@|4pLu&sJgV;^ygMZh^qc!ihjZ
KA+9Ka@V@}?`486s

literal 21209
zcmagFb97~0`YoKQ*mf$mZB%UAw(X>1+qRulY}>Z26Fa%}_U+qm_jmjE-805M=UHoW
z>^c89&zy6S$O(ziFwinXk@Oe#cl0;)=Rh&y)8pG3SU_=e(@7cIm^zu^GyR!Spc65-
zax!+H6S2~FG8Qs6v^6s3<%M!|axm7nhH}gFR+Ns|poi&vQ+?J-Rf;zx3r1Kuoj~ze
zXPpr|t-_Pz47w`v?T(LMiDps<^B0**$j&x0oB3q&r2)|4uhPbQzu540*ZIPfKJ9x3
z>{uUr2|n831P*>$^PzrS4Jqmhp#bNFQHfjzsuPBbBlZSXTeg8Rty7sqL6C}~%s)!E
z8!X7AlH{kN$ioaVPg{{qAjwOGC*B$HSS)c=93?kcfN@l)nASL#O{vUAfoX1zi7Vz*
zdUdu|+IHqt8gvF#Dpx&tY3S+tq~8rRIPk!@yqaup&4fP~0^yYCg0Vz-L&VRqb8Sk;
z39S=bBufa-rF`2s0W%v$hTR#2*<U^lXq7o?HQ2+yN~Q0@mW?z>M*#f<F?H_1w*NKm
zcDvVxyO?+?K$othYzrX}CfXi7A!SKeHeOe;-J)~+Udr19eGWY@G)+T~k_99`+^5ss
zLFN^Yzo$Nwt~nlf0`O<BHxC+vR7Azp6=lci-WP=IvVE6|jRz`q7VDPjzTAx^0Gy&I
z*GEne!I1~-My*aNBI2m*5y2Rfq`=v96%&QIc7pFMA~E<4lWTL2zAQ(ePmYwWd1Nfm
z-d@4`ceI>5T=JRKS4OwlYcp(DFPtOZC~Wx=D{xoh9Zp_x!Gst#|D;y(8-afE;*`lo
zK1HpgpgYTT#J1BUgLb<IWMBH8J)7A<8QU2BlMsKZzc>W-7j^zBSQyy<+WU_=mj8=j
ztp5YS{z*Uvd^RRV=6`3~p}Myfwkf9X6faj@#_zg}WEb`IWyc2NM#B=BIg-^j($h0m
zX+A<S^~<?$=x@$mo2#ZTQ!+dZU`WV{Gb=lIT_m4^SOS?1GJBE`kij5WQvM2%#9*O(
zx#_?75d6h|AG+soak*qf#e{W-9=314bxc3qbxdbzHYgm<0ONtNNts4SwCcud0Rgan
zp-e1EJvLnB>}kBh&dD5(R}5MTVt0ev!S1HiSUkMPv3(i=jnM72mGmTScz^g}f&zTL
zy~Loz0sxoTHd?y<54{4j9S$(rw>z)bEsvHSD(><~n%ayyZ4qNhx2`<!Vl7v_EL0T2
zp9wV`!MED-zdoDC+Vn~FZdiLd1r55jb`J$^<}tN$`kbM<k$eX5#w2y>TzbFWaw>)&
zte5HNxny^anIrkZl6M$V{Xp4)fNRmGdOdf)XZj(E^)Sfke~-6=D&8T#2qr=ZxCDG-
zH{xIL&$?U63;ONcmRyJLWfgN6RTyIu`sfs_-B6fS$J3vTV%+`PgRnoDiZe$d2f|dK
zKbfoiN`L8IfYV6YG?<2iQb=%jM)6b^_MM&Sm)B_qu<ry+pkOjtd{cZQjI|MC=``|X
zr<484tqAs$_;jB0<3^DrFj{VUwb?#?T(M^1l^J~x>3)AQ-B>o7NLP$S>LG3>G?Qf4
z*KbhhQ|GQ~`fsFQ0(lcXoK*^s5*YXETMw}JL2~;|<Zl!~^T@{b6;uuslPjZk3at}!
z)XfGJ2wt6ijOixl7Y7~+kTnet^l8x0hfB;3244Pp(vEdM(=LrpPab&kW`NqeqRoHi
zaon4%-p~kHapmi~Y%<`QoW2bD#gZ7$ony>sx$#Ua9WV8VBh(5HSg)KR8$;x8e?$BQ
z)XVi<4ZXS6;RX0I4q`S-9>(CqkkGosarc2Xf~F7;^O^SQUQ{>O+}y)OCH>0-&&aRZ
z-<^Y|y3EN9v=e?BZbuqw+Tf@}@f23ij+?8UfC17LZCu0irBhn7Js(YhfzAyR?UGXP
z*=5mrezKMg{wD_Ruj#%aV4F}a*ik?%PMzBO89(-Aj4ls;Kd(@)n_-QYAyLaRp1V6|
z%Q|{oWnRl*wJy(zpQzoJo~~gtiuuLuMy<;O%cCS>1=s9K2$gN$+Vb*>pXV>C6H6G0
zxC(tF3+~Vb?>FGysO+7s(NS?r(Vlp+JVb5;2-aLn2Zw{&h3?HxS*Vy8o-<s$c0R8h
zS5>!*5i^5kPgS=KWC&0&LBH7Z(cZe7-iUyG!+_DU)-Ypj#fcQUEsw>A@eJqXmC0qT
z&AR!J5Hj`myx!HgxPskT!?O7yjoqV+pg!j()z7+2Cp;kZjfmrx^#{u5JapRLU_AW#
zT^D_YLY?k*HUoDN?0B#KGYPS!$Ckrx8*52sFO0a%6~K$If|qvJNbojUuI{Zcxls-u
z!tV`?_;z$bhlkKuFv0yfGd(9&3_*yNqJ(B2+R3R>i`S@>?AR_x%ZqnOTX9jF4~T)n
zs75cW0N5D7NDMBE*DdVm8d@{=GIss(Q1AsJtFeBAX!y_mYr%qeu`Sw~3Mwz+XF0Qt
zMeoD?w=K5&UQ-+IfrqnGx=oLdq8jl}RoYN>T5o-e;ni*Jw&M>j+?R^;UvKdF!a98S
zX|lFcY$ck2ms!HR%(sGOGW=zkQ=D*eL>FO(8U~G;eikns2wFB6KdZZ)wIC)0+iZ0C
z_FPh}Ys*v4^*O5DD|PVpT<GK<7r~yj8m!52B}aPjAiIKakAxq>;I0J&rZ^q2gaCK&
zr!l@jJa#uOocoSnUhx+Kn%>zdknM<1Ze5})g7?dio?)MsecFNB#2eDjwt?QI4~{y`
z0VF4PKC`{FD_0-o0h{zkAISm62QLi)Ja#jl>%BTB=TKZN*d5vha9dz8uF{+>%THz1
z=r|oeWIzQ1Kl*ZhNw{SI_~b}71n*5DZOPun`@BOxzO7GZg$DT1AzzVY+ahd{OiAx3
z_qB(8YW8_Te8mBD5Dj-|`hfdvY9j!=y~tkhyTE~$Edm3`WL|i)F^Ih6_aMiR+p_mC
zyWj{<;2gVxp`E>)yZU>+!2sgj<Cyb94`FSZRB8ss_|Wika_!+$PX1+adme6qWe_fR
zn=}%t%;Sgn(R#PCQYvM|8Vm-0Z6yhj@ER4CBL7ImN^!&EdkOj3VlmN#XZ9M5avcLA
z!w}>;p}i5Ih#$t##p<lZd-j556h-k0p;gJ{44w5@bgK8`+?H539s9ywWw}@<5_MWE
z?m=;eV&qh)38yc~{o;kg7#Ri91miF~w$&7<yn|;RNybS?6@W~O6-4{ubSa9%J&z#N
zhs^XEXo1E=L1Ys@CT3;kK%Y7UR+(F*8geYn(rPn{<ShAy4kNqbTrz(H6u0QAg)r@w
zezYIw)MW)Kg9B1Rn5y>OeHJn%A{k&f*7CtyFcighEq(X(2p$NXl}wp{3<rkp9EUln
zK@&NS;$$&>emX-KP^BRGs<QMU74`}&Zr#Ov7>?DT)*{8@l$4c;R+x7B1c}K^%`xuC
zOcVZLZJqrl+(xw}C8dZsrNnr3bhsRzI8Gm^7gLktsR<h6!0FM}B1bYbboE=W@X6Ys
zw1v5in?oihil*934fbxg@6Zh+FWqCt*%p2j<MxX3EWrB{dWSGh;^TGx3j1ok)T)*z
zvHm~gtG~EF=kDhyL4z}8=7e$%)Wz8fCVn=*!+Z$|8t_$DRW)kJHz;G+cl!?gj1WmP
zRsP*mW8}U{TbkaSQPEfTb0mJgVUcjSz7lo8ir;8sg&7+acG%4x^urcW__drwxc`-~
zwNf?EpyW=2g*J_Ia8(J<dVS*54A>BHvm_mC`F7>pEER-uqtv1}9MjA_xV#p<-XjWz
zljiLaGLqq}QDq|I5$YA|Q5>|hf+9V=07S3iY+)}IL2#f>rPS4JDx5jylL`Llf|~32
zH%*R^^4Uq&sHBVn8_%HFDLzX~#yoXXDLaUO7LGh(R5Yn7s(qjwb;<s{+3H}@j#|Iq
z)>@=Ng2l#x>l(Av0>9r8l}BB_k5vR3vUKH52c|BKWsB~@LBVao?eF(cZbCllm~qjY
zl0-OEa{upG`KYCmojtpZi929EY)?~r)6~d(I5$*RsvFymY#X|cY&-0?iFwgpl$8SC
zI50lRvGa0FX3=o1`}eKg@?mA00Q&DXdm#A<C&!Fi31%VtWHBm|MpWnc`o5s$p@Gw2
zUBoQz=(Ar)3JRgBaf1EMgR|_5#SNpwoDPhON5ff}F+^xhO1FLl%NRF<fQ%lzd}K|t
z=1Vm46k{z}ejGlqtEJF_z~%22YQjo`?EoWGjxo38I$9he);PXsj*|&t9A9Ge8T9^9
z2}I*^r8+1DRwfh2L<(qws{O4^Oc~C1hC+r^%LJ=6;})cP(#kkmnbvZmDhXWjL}dQy
zI3v#}c5`G-P*phZ<<W7%El^k72WF1)0ew+@gTTzIOiH8Q@3vRW`|M#ANcLfrjA}o5
zs6v(QBYQF19Lpid=q@su-C^dE1=pb5=N7W92D{uuFCrOD-pcVeuOMd!Gxx~Z5f`pb
z(q`KUPwr_X-UJ*%?^&6&2s~PiPx;AG`ZS~1o9og0b9g_Scv~B&n#z@;T_mk>(MA|u
z$-{~0sx94?$+xL~>lR_$I-TVURUvJIUX+rsgC5tZNVa76mK%ri1{^aBpOX}FUz{+H
z7SoJV6ubB;ojJ?1t!uWEqK<`#W7aWwp~>W4?VBwx@c}oS3}fDs%#S(7FCE9aBJvq{
z;}!+R<VOVhN{-m$@bC#z@oNvgeZQs2PxLlG%i?u+^-i<pLU&0COVG=&9BJ5HVA{{*
z=pT(2Q74~~+MU9jP{3QtgrS&<ByTo8-pt02@-T0#GH9BblChjZ)|cnjl{$m&A5G42
z!F0Ek74zh+o;|)QD|L1wD9#@lhEZ1%vrRKl&B9>UBKUL|hEyKSm>ea!En-)c$jdwz
zt1>`sanx8MucjVUbGEWYwf@br8+b{W6~2+2IeAqvhy2rVs%BEVxU+aTi|P8xQ7hkc
z$Astlp7)hC-hVo}zgp7qvFyGBar&c!X}LmXG6Rj0Se2wkxdi-bD(y0f2VLlTagFdI
zv;IpOJiKcy)6#X>z2bSmT;1_Vd~j4d%BpM%<=9$L**0U(B?P0&Bh;s~TX1R+a?6YF
zRrg4*x*&xsr$qDVn6ySfi_n$y^x|Tn%E4mU=`PIac)rT9{<o$zFJ$^shU~0~wG-Kx
zatT~(awCqm@YQwn@|NY9nq&5XtE5Plc=;^z;TNM!fJwEuX^Z+ScV`^xHo@mgH^*Rl
zf?9!Tkz0ah(Qz7$uF%4#NL$#Y%%;V4^Zk%bxBKaWpzxVF*O6Apgu52Hxj?ennzj($
zIiQd^qN3{3;@0P-mYXhTKo|M$)+j`Iw!)U^@F03Vu%}t;1>+NmBc@vzm+Z$Qwq10&
zD)N>D*Nyk`$up`#(FT^>`WI=n=?R5ykq3Df<aR+9hEIr>ski;xHshtQwRTU+4b5j4
z?WWICe0GR?g(tygY@w_XmiSFKxr(mI)|o89vz<xKVU(6c07(OKGS_XYk-L?i`)Zi2
z|8d&-PB`<%sK!BE<Rad;XR>-mFwFnb2maOJ{nh+2F|+^O2(ta%2r9YT8Pkc_+BgXr
zI~qEe+d0|(Q5yaXW%R9$>4f<I`cR2D7#l0<+c-k~r9qfF;xqp#{v0A8VC$wy!@$7G
ziciDJ#E#F%$ijioK+i(2O(*W8Z)I-CZ)0j@j86|m$M0xpY~zH_LI0=z>pp)CXqf&Q
z3F_O48JnA$IsM~AC^|(aV`~+B_CI_6y2Bsk!<Z5OueMbI>Q5K?fBIPVzaRgfLJ1=i
z{r^KI(T?qv7@$W8zIG4is16}9N9{=bRY`qcTcPIti#cuSmvkR9&;4aqafN?K;7i&U
z_9v#hMb7$8gIAFm*986Z4#aUwtni8bJ--qQyX~EH(zXmK<fv8i6lMu4Or3e4*Zx+f
zc~E~s1kV=aivZkc2qGL_Nwjlw;e8NtFpPv5EF5^YBg3f$X<`s(Q}jA-ji|^c%(bOJ
zX+-rSIV)#oLY)|CBso?QGxKo+8pcMqPABq*9v^I7gF%VH6MXu)M-3jdtD_Zi6RK~#
zpLQs_a;soi1L(~+U)dyswbI+JZ+Ks}gZ~A7j=x{kzmTR=bT)AM3w9+3XXAg&3g|l;
z|MkBA3*hDsj!uGR`VN1=D5d|;nh}al)!fL*%u$n_o*tith4mks_WuU$ZzAFU#WMvc
zIwf0W8}q+(EBwEZ`wu7?=>LAee`3kN@Yg~A1<rqo5{&dr^#7qsTzbN~DIKPrxE}GC
zlD?28OdN!43&Hu3pTz1B;)gOO7(oEPI5I*CMU0P5q#5C-VVaUc<}T!*k*h@LFe?`(
zs#wstY*wZy%UN1CT2|GstE`x|w^udJRc{t)+tN8d6}z=uKV>ob63BtPuO4sVkluZC
zY`=YVZF}nAW8x`^e``$uvIhlAR4bZH7lm*SK*(dKPfSdaI(_4f_6@_MK{@|{fm;oW
z^qrkd_VLjc>SLX6NrykwjgBCh$GaTK>udJ`8j>P4;0^lCPCpv0ZpZ7#l<5;JF<bP{
zPUPd9;g`%$v!5?PhbdNH>+CtqxmJ-MeM)qD@2HvMh{ivEyxVkO9uGsRzq(MTi){&A
zaY~0ig;?>SsT$@z4dm>;YYP<eY9Ryk`9Rs38(JZSMy*E2$-ZJfA)rSHZaI0kiNHs2
zckMHS>|Ru~R!u$9tw;h|ZtDSUwf)TS%eZ9MacqbVT<$;MLWR`C&+L+7bHqs<6aWbU
zp@wyGl+;bB!h}uX;KDg>V(+Rq5bDIF14MhA3<L|k%SE)O_V3iec&Xu|mPTM4#2vy&
z2OQ5d3%$?=1!`hj{zP`a-m%JZJL86A>T@=NI})Mf9YRi76W~>KlA>cbpM~tdLTgps
zkXt=vo^d!taKUDO`(L0&=V{d>JdGar*tP+G)K8%ZeCi5oi2~kj;t|4}q;iFrw1X^1
zc;?P_yQ%cDog(?J<G5n$b1vBM7*jM%2vCdbhJ#XqkdL&D@Z6Dkft&mIpfv~8_mKCX
z>J^uPDv7udpKM%)aFAH@E-qT5^x0q|&I5rDn)f&*;rBkjB|w<tGQY^>Be;L#>o?&V
zbIPhkb-^#OYWByet3<H`a2wQG@s~k{^?k3$6>W|y8JRc2jf~9-4I8)AA?}PJdkVEJ
znBWR}le$hInh`sSkA3!BV4)x}3XC<SF%btz_?cPny`Xdm8{KB3Mf6qcdBlC(QfAdW
zQc&o<&?L_5^y>76W#6{ILzxsKpuAP8#&UkyVBN(t-CFJ)#r^76GTU>ez8q@#!_scV
zq$Tn^Tcm3^G+ILWdAQw13GROMY2`Yt@c_5I%?P(VD)2WV1M%gsl@Y<b7U*71=!>jC
zwo`~WF-r{&k3CBr9*_O~z&p~gl<1<=@I<Vb42j-rnXV;Ka^Kgh;08DP{+IQHD4X~&
z1PQIGI?n~N^jl#&wUMsR7K|fDET;dWkJF-AobRMQh>P~R_g<1>Xv>k%rFbyb%T+ZB
z92$R|nMS)=v7m;W@^Pv<t0J<BMGVAQOkh&UBOU@W6<ietm&-3ujQRQ&q|VaJ3ukQx
z=QXEPg{xShy;$P9txuNWfF|!E_)rY%0U7D<G&xq_jzJ#_<+F@m<+I|S8LCmqueKsO
zJNJ^yE(MWvod@JPRshHNJHtB3?gp`LWRda9=+THcE>-K26%uE4)`*Ovywmj(4SKYa
z@c9|?LvcnU+|1<EZ0ha|s|=5)-|Z#a+Mgiq25p8k>Y70Y)M{dAoA}f%N4M%pCgc9t
zfo&Rfl?zr3$WlPtT#K0qR~3pHU9FdNTN^DeC+V(13e%H{jS1jzI2dTSYK#EmYk-({
zKep;}*W1Um7m-Td2Um*k^r`Cr$QWP9fYxGRWuVP?PMtLEs;bF)O82-{m+ThH`M0}H
z<Cw`TB^`lWCySTE`c51P(}Rp-Mi!~t66V-xmS2?Y?%xlEeyqsi@VUPSez0{n-+@0c
z>e?NG(<z#eJJ=PAEkUI~8W-(NjE&c**<ps)BOJC#sO7>tfCL)Da~FT8c|IkpF2DJ*
z1NJIHx^EVk;4i%|cB9ev!<O58iBP;C%S}2QzNWwAlpk&v8;Q91zGn9O>jtbF==jLT
z`P^S0$<l21I?1j?yBQI&TgR0NR(eE$tR6rrlfC1CTo0i^6B9G;2K)uyx+}37^YvJ1
z)xIHLoXn}pEO4e8$KYvu<f9qy7NhD4-gON{dK4vTiL1ogAd&VT;2NY6YYEe$SNjJE
zRLrQ%n4BXC^ySuKHbJp6n{?45pW!$gH{dkjFroiaXM$Y&ez{V&%-bSd&iMd`!=d~X
z*d(j=#Mm%<ibz9zA+S|dxTS2sf;cWXN8VcTbBu`&Z7fW!2S(o%k>5=S=Xj0J=Pb~W
zL9x}kYtq=VxvJsvxA&rnj;6wKZ3Zk)_hSLk^>6BRw7BS~%ehax+a3rN=+ZpRS+c7h
zEj5Ya0@VppV}Z}64mvU8ZKT3}(7roGICMP9mS!)HG>RJPm`X-eboa5#l9{U-yX|H?
zKKDKL<`;1rr{xV})VgqQRK9Ar8UYQFWXN%;@v&s-l+5Jxj&v`wsQ6L@7UA*y`Mc#U
z%1YER69-#0B^C0C_^^JNGmEey4Lw|fE&H=mf1>GX-$pXPKJ1$KrLz82nJ#3qV6m;2
z{?o3&JPljt^BK!Bw{wwVi%PCQ*i7!ndlDU<mj&J3-7&yNJ&ciK#7nho)q((y%8HIV
z@ykCb{Z4G_*5HleH+=)$nEgHM&~xu&d`)s{ERjqHjI^@qke0)oks3$;`NrL3e@F^<
zb7Nr}4jdYnj_*xC$)K}r(D!&D7>{JALRE1a2W=bLsT>8N3Do3z|4URxob=B=B`ycK
z#1vB-*8|kX6xq>?CNH$J+Q$V7X6$Kv$rN0^(X47W#<N<Z&x^;^y49!Yt&nL~({7fx
z`wOpw$cBFQeZ&MNdN<T#51qER8XayNyp5OV-DiMz3?6TXmDBtYnf~ylpzr%4cn-tm
z$67Y}lW*<j@2B$^pQk$brUIBwp60u~0IeG5JiJOG;XZV2*ko?St^gGIkR&7pr4w>O
zVOCMUsM;C<?8dq8A&U~{)=OSobrS2lTtQ3d7eP(m(`~`xRf*BmFR2|BBP+OZRaK5E
zsXc4!vbpK)>A!k6PSq~dGNBkJavr(&4I_)TrK^qQpR&{RP!0mDk+Q5B)=gH?Ryux1
zHLcl<b%#}#tXsRTxvYj$@RL?5_%+UGFsqX@tqQj@rzLAhLKmaTP__9_pqXSC$tNEj
zO^(*&H&iu1SJ!H*yBWt_s0pD#Kug^XzRWc`<vHv3HZ~0gMMNBNZ48jKNYUDb(T*Cs
zsB5`Dyx^`G-Jy9zXu<Kd%D2oeKwcWOFBo6_b~>z@(v{|_$^zXC+7!NwjzwU6n6=Yy
zG0WO->WB)$j&O<fylvKKM!TrJB;Sy~7yA@k3W0J#zoK2U-P8pb?Is8pM0dM(9I{`^
zF}R8a`QvttgXGcbmNH#hcmp1_KPErh($<{mpqn9@J2syBC)-u6?jov6a07idlQEVz
zV{oz#<397vPVq(~xpj0u5AMD=NR%xNl27ZEcBFrb=@bJA)8Wog)=SRWlTZ$xF%V0W
z+U}cz@Oc7|nZ1whL*4v0pr}S2lb1&w_n;3v0teObzXD$X>wWf$73LYI+Rt3TM1y0)
z12?<ElDPUfp~l7H&y#24=6$f{ZSW=T2r~h=tV5)Mo)Z|r)xPr>5$rx|7?RIAH$M!m
z{wS50``i<dwpfN#OZLN2byd$)0%uW$v094t%NPZoDensyT%l^Wj)ml*&(VYvbnfdI
z&>#hK7#U(ZtEfX5cAZ0iuJ?#x7$!y0zKW3{Zm!;kaU3^Re>t=wk(}r~j<H^zoY-j?
z2`#?uj5@R;L#o}ph`}Yc<s8E*WSFtHyVX_5O-8R;oyFHJbG1sm9Fh=bq@@g&S<i-4
zn!Ne(Q6IxkVw96Ew=ZZ>o1Sg&M8I{X8Vt51O4RAlIp>-j5OwBJWQi~?NHSMJYD7{!
zwi}9reQ^p8exT>{6H-)x{)YsyJYJN|NV*AZ`+^%GPSi-_qBHdUA@wggW`Cswav@zt
zOicwv<bj90-ZLR5dR#fdS+^REAMy#~92on4;&EtN*$HyWt)iDPaMM-E(*gSyt!2K7
zm2?Cl;0Cj93b12&Zcaa4h8GC}l2Bl)^Z2y|SB=Og<wQqO)J<usOgOJI`R=6xGMi}*
z?GyVU%ST3Akd(j^pTRh=uwsJdTv&J!Wb7V7kR5WcRO3`^wZd{wWD<W2_8FEkEHo&}
zh!~U9i$~}60)GA`3&VmgfI{K;C8ZcB^;ky11Nwc|55u47ml2+UC{0Bih(%3&MWF*N
zA@rC8AtG!bYN2SrY|qXwEOAQlAzAW`7?JdT`deTJQRYM(kq6bO!_0w2HEt{%m{J^R
z`bhsEPp|~aeZM0dyZkiZj{yFmQ9Jfk^dC}$Ou+g92n7hs%3)^U$Pm*5_G7@53F!{t
z;`ba4X6%@g>1J9orDouPa6}cs&--FbM+nxD6rAGDi}nKj-Y06NIC>@!utP**a);mn
z@*IfHV`0774;J{NDyd$1W_+C3$m9r7ApKI&14t4dp)#joaAjKGHzU}A&B;QA63l`F
zyT&S!#@&8(k&(S7e)_BxU}*@l(n}=ba1<ckN3?JwL{%V%(~z+ZF2wo=mOB?axPm82
zW6-#9W55Na6;OPLJMrM)E0ACu#GjWNek&h{tLgP2k-^N%O^0|AVaM+DsN5qs%98+!
zBVGwZ;S0M-#E=LFY3WP+3`4{)Rq!&ZCGd><ly+brpQJ!0tFEWT2r&)-Q6z4Vq~un*
z=U|zFhZWuL4b)1D?w1hZYUHO<Ur}*L$}>)nayyl0h{sss|NU)#RE{~*L~1j2AT%yX
z4W?i6^i*{<n3l`H1UQ{RA}2oaEfK^(iHL(!Unk|}Dwi7r5(~yuttgX2yU$Ub1@Y2U
zesXdsvT)>s+EcHx5XewMFJLahUmr&#Ke6>J#IYPlA+<JExRGxlRbw|UrMdC-FuLjR
zbI~S8^wDMHva5;KwxC45+R1gNV~(Qc@m2M=^Q&<npjGo@(_!6Vb#slT=C+BI(|9`F
zC8wkypy|cPR?@R!IlyvjDfnng#MUxFE9O{Z{oSFVdGK7c@RQYN;pgFl6TJ})u5Le6
zX4`q^q>gWM0`1eQCL$T*al)oU`}*+{s}pOxw}WR%O=neq06P|<bw#stD}0%o1~)kf
zp@o^{^`m=+%5#?6NKAyx*;6Yv4~@+>Wl7}7nw(M21b=y)<N$$Z+sbY<>eZ1+>(==-
z;EnqV4Q%}P{KDGOUf%dRrzZBMkF92f)-}KU#=|6T78^=Y-s+{b{aDl$nkzCgnQ)-r
z>7LO7|EeFUY{l@gjmy}N%WN<@>|ESVUfF;g!Tc+E<jKs<;HD+G>8PxhUv?BoGHo6~
zAqhXfZ9JFwISvil3fp7i`esb$m>4%U_wOfe^4fwoj5z3G*N<PUHf4JLBs)vMtXbSi
zSq-hqI{g7LD1-f-)nj8av^Jp551JVqt#iDAA$KT#qB&}3Ns&mlz~jovp=L1wsLf6h
z1XxvfU$7&YzW%wYz_fWHXtLU{B-_LN_2>0ahL~(;F99l(o_|riS*D0OBPJY~Tj4$`
zJHp~MH%Hz*5d-&NeyE^+wbJX28sVgg%+J{cV~mK9n-M$i%mE`ps(=<Ocw5%$-4=Uk
zd&q-GkVpwqj+6J{MIjj5GC=HFcNv!c{srxRW+0JT1uRCs;{#~Cq(YH^!qwqOz%21#
zc(q1xqN*0UHfNSCji>n;e)%&0ZO{Tgvm*E?x*GT_(>XrTC^&nu(AiXK?$1dS>U#qV
z5)NgmSy|C4A!jZxqei4f;KzIm5)VjAlJv5q1L(>mGZ}5WZ;ePinpMO(zEwgE7DX3;
zNs1Hz?=Z1_*%*mMqU5b`k|cA8_UD#cnItJz*ciGt<E*3xqkMr;JY9!T{=OvXi+}_v
zr~W9hZ)$wl>!vmh)jG!d6)L*YkJ-orbj2UDO3uW(QqDpR6+|!o<wTtN{}>KrvXIHm
z1;O)J?h^Ti_Jw4(1LCF&0C^pN(W)PxUi=ACz3pzZKPzr3UNf^Q(su#DcG4J3BSU9u
zx|Ks>hWnhRg?>WfkyeEENTi*GF~ng~N3lR@5!;PMyu8lrXZ#Rp3q(@!!~kS6O8F5W
z`@QlMA%re0QJcA#7%4AvEl6I)8_hu`!Dp_}*n93$S}DZ`q9TIA!B0wV|Cva5&}lFB
z@F;eTnB%q)d;t&ymE9F3AAwz@(NGfqZbOLq0JnY!vi%ow1=Z&*H|`%elHWPP_ZoJo
z+mUNr?BS3@*~ZG22y>i`_~GscFa+KMX)Wh!K@xbvGU*6do<U%r2?A?GTF8Bd<*|}-
zq8wW*5JSRElTGy{PYH}8m}sURQ*D%O@K763NcthhEA7plCg@pqr$_@&_sRNO(D%K_
zT6xmI_TEA6fP$UPGF67g<8JbLaqu`Zm{D@VjFzqcBt0}OO+A=M?r8V&j!_9xcxlO+
zTt$xPujF_oZc&enfwh*g?P$W$o*g^rN7p#IzD3jQf9Ovs;%zI!wt8?Rh3Y$(=(}!e
zaI$O;JNddebmecnBKq)}2&KvpgsUY4#{|LB$+5#}&oA_(9cV>9l>mhp`ji^V>g&yL
zUboRzaO*g4S4`Z-OW1I@u#R*iXVw5^%fq~o$M^$zoB$2SA8=881lldw3e9CQ$6!KH
z*U*0^oOHK6F@<Ah)h1!Yq~j|<0Ol!d{I&dvpBiyDq;Ivez<9txOAsf&9azO0&N?$r
zc<08LW)<e8ed|i5k(UT|i&j0`fOGi4*-+U(1iX>mR%NaNCca~StbSlud|0`QDRh+j
z;5K6)0$X*Y@wK5)!d&8rE$QhLf0uOA7Ae%Pg$H~rOn?eYkljcW9B6?yi2pTd#{R-K
zKj0AvVdupuHRdxB^A<IcTrc-)9?l`UAFM>u&FK~P3S|J}Fpa=4;6f{LwkItO-ya}O
zgoVUWTc$Q@M$H9ol#|dp0d<^tyODWr*~WU`F2oVSQ}CXg0J{zkxR&~4$I~Q!ksh#-
z8H_FE6jeOt9CxZ8ZP9c(lR74tGMoVv`dpRV+=ow5%$w7XAFb-7wDF_*5CywWog6cz
zCzFqG7(a#^nHR7f>nu_fIh6Kwiau?kMBTiKzpJMyXekK#M}|;rh#XJz(`MbgriQYW
z=wJKz(0V0X$;>Z>-Emg{I^ugXG{g&e7*Xl=ZQ&P394S)>h0RkXQ4fx($Xej3<{e`A
z`0eSO*Huj1({Pz4_pefLaj$2ob-<(8#a>1cu7b&CQYBa&ctj(`qIV0nb)csI1TBP`
zHl4E-shs-6PWLf&j<z8KM3X${R^N$}&Pm5M`F)UuS~eRVSmIR7laK1H-SX<vchs4j
zRZa70P{k`9PGpyH?e~RfhcKQ_V4vHUYg2vj7;ExRD_`YJ${QpX4F|;LTHpoErK|99
zWlExc??uj<_owAl4sp&6KXtT_8vZ!$&!Wv_*|Q*Oj>x#K{gA+os<5A+Z;F$NmK@&g
z--dBztES&z%xPGq473&2x~L4P+-2qttpet->}TlT^sktFzGT>02?NtQ9pJ!bLsSVm
zyVtl$%o&E`8g`rIc-Z#{wxCtjkzp8Aho15Z^$n^!7unE>j=8x$ctFH%#_~E#zq7xP
z5`|&vU;Tx{a)+sTIdJU~c)s)M<e27cquB~GZm*j%*v~OTljpebYx`0xgP)l|*QXj(
zWYqR2XX}qN?x=U}g0^tM)67Op6_b6KWDCI*PCThEZS%1oTAwCfMzq~{s_z@DHUl|*
z8Mj%a(SA45t*o4_UN+SstTK7o{R}jW-mE1&Qz^ztVAXUcY(wruB?m`Xr>S!BC{0%9
zQU^bnrSrnZk9X58j%I$8io*AK&QrDVd9+r-23I?0wr!vD&Sn;Eg3%H+Ttta28a^jx
zoYSg8nUpMMenq0Rfo=?42UBMmS8iLVu?@!LC_c*OCM|NK@!*V2T5rZh#~pI}Xu?c!
z&EqDIe#;8>Z7SjzU$mu+R<Jux;BwNUSZhVII`~|$vRjE;3WnpK_EVkK#_d@C{?0>|
zHnrZ$=IXMTS|-wPE@P@vJy{KMPrWgq4?fgutn$!I@-a2mac;D1gWRcKvK9TH!K?gW
zQV!4KdVVdms%#s(eCz?6DyB*zuLCYJpEOFpJ-KnpP~eI*={{|ki0bpiHUC?|RURxw
zN0qWeLvH~I+3fCu4TWcal78sgGi!_<k1T2|aForgr~YAbe=At=BZtWvU)C%jks4VU
zZuK?B(Q`P`wTyn5zJja*w!=Q&gKqpJ(ER6h1#D!4$Iu%_6N!<Rs^4iYTf`myG7E`E
zO!RCa_a9qME5~d3RN={(Px=EteI6c5*WKIc1D{i$PwX@GjsL#mmA^H~3qPVns)h*E
z-RH+b7$@~T@;TM0>3!14*EN;#LlWbU;IC|Nl61#@9|vy|&ffL4lDrxrvI{C>;#ap<
ziF=$6|Co{*q0x{_D&x<kQ-#MQ#+&4IRnGNG&&R9yPoHX4q@1QJB$C$6qOf*sJXzPU
zY{7PiWH7!>ZPGFCiwTRP{cFZqS^Jc*=yOKnEoZ(dTI7!gZPFLRbH-WtS>t%VdRpW|
z&J%%3Dvsv1rp=bGn}_I=K-RB957GO`t+@BFKSOm-(KOr{(QU4LynI(D+73MHYw{%Z
zX`h13)tfx@nVZq8Ijym1_|DSk>9lJr^rf3T^&dHo4?k#yLrC4he9%Xou*ggLO%~B_
zY^yC=bXa#vg744{loeTObPZdQHKVfLwli<O8Y;i=E~eu%MnL#Nq+Hu%zQhCS6rTB%
z0lJNV93p@Z!Ml7w0@nLA<+C8cdkvyn4b<m8Zu31J*1Hdg58HRLp`GpFoo(jlOC+~u
z+)w3z?S;OY7+0}wT)%w?w+`T~7v-q?DUA1Wu&t$?6s!(q=x*|$oS2?&Gr;s9Kvr|d
zbh@9<0ss&339q@cGD~{8g2uiEV*BaTc3%v}mj%Z+yEBaS-U;Sg(i?~9w*N3*$j0pU
z!T2ms(^1^JZR0HFs|m-K3Q}VRs0Z6#-tolhDC~7*agz_YHUs#BO<Mvof#GZ`;^8dq
zPF9bL1hKf^CNxf0k9SwO22DSUB|J>3&Y8LQk-mzd;4A=qqC4iWpBe%3u%8kECH{bv
zAiyPAMWHSD?kMo!T!OM)E=E_7l&>XB_RLNO7I$?oTeyBVSd4e4oJS>Emkxw3bRRFs
zD%*G6MZIfPsKQPxuOgsFZcgPj<Umo^^&-)dJ{vA>fn9yrE^dQ_uFBp}Slm8A_^6(M
zcBmro<DP1PXFNkd&&RYRyqVqCRO8&obpMBII9In4$)y%Fm-b#t`3^7a)rUc&Qw^AI
zWw58*gy%->KD3ItD1}!q)VjUCCqh$Rag%bd3b>a}!1U&2EN@BgCR~eT02fP(An@|(
zw9P7^w@Ltw=FTJj#t~hDO@;p?merh|Aps0}4?++>Y`kGCM!+-11}7K;Y(AC{^GOaQ
zHnZAwY08r8Pqlz9nwf}%Sg>+1e%S9=_hz}&e$Iw=lHV#9cT8Yy=5jq@liG&$V1pJD
ziX|#6^CSag3OCf@KN(LDE)<4Q07-pORFZ|*EN0CD8DLd3E@jFAXk5&ewNS1q=CyN{
zDJsdon)^uIFKhe2q_L>+zD+|gTg>RCld(kdf86cpfYQPyo7?q249>w8*?r6rp1vBW
zd1OgzoN;P{EU)T?fkm*ixX70|U1Cscn5Cd4_4R?OnCJaKQ`=1+&z%BmRMjlffUR!o
zd&jC^-Uee)Da}ryQ(o8C;bphnEvKp|tnjxx+%PyDqfFI=ajY(lKWf<xr)=pMqtw;`
zQC3N<>ZOLIjL;(;<7mJ*z@NYf7?%qi_m|TTa9Gf51)Cq%)8LUB994oX2GM7<u&4)1
z0L&DY$rbaLfstUL5dEwJgG*eLhkvAzLkSdswE|5b&Hw|2(58p1#FFDWu#64SbH`GX
z=*0m+WD~ys#n_`f(-Y`8&y8^LlNkXHvbX99QuV|2nIMN5`1rl-xm!K=ZsWgL$N%tQ
z|B4Q<F>^5f%X??|w^a)Na+LqJeE-f42>$QvfRM3;zKZkzoF1TOq{pXWW@W@@VB`4n
z#mL0?Kc)v5+5as)z{te%AL)TVC;s>Jz&{-3|MZ;yPd5JVg%*sg%>Tu3{`cU!cI>!K
zKR$x+lNac?6XLFFyhc5>a2TQcY{=OoFny$UAr`_A^q053m}VLDOxkczYd`H~<NR2I
zs;LlscC>^fc!YWu5NA&z^C&cB65t8Kmcda{ZRT-(Pyg!PEIqikSx&QK{p5;z5(qx9
zlO6JpxO2rz>mB;GxJH-C@0lLgRD?7Hm_lxz_5uqo_a+lmf3e0R_JzI90M*dTERhe4
zt5u`zvFG__USC->dAWo%bE{h=6RwYvvk^4K?PQ{!*6bHCAbh}RkJ&1rCCrPjdORX}
zuupIc`4YG`oY*Z=t=KiBe$_oxwzuZ9p-{((p1Ef;YrtH>{9e6{g{|z?^(}+(7tnvB
z3G?3${=W$E{}VCzZ@l=gAp?$og$!8#gbY}jSpQ>V<Y2~UWnjT){zFp^HfDSl4hH=H
zJAm*Hw*E%~f#Dx(YW_V<^5-J|-*q<(|Ic+19L!9N|4xrhbx$v)#Vo$#uA{ioiO#z*
z!`qgWaS(dQKiLBWAxFqGj7VjjHAp(skpN;02!dZLl=@{AaQKZ*>X(#Kn(d8ZH^GD=
z)>OZRE#1ZVG~d=PRhE{nh6k6(gvD$gU8g#c!DeD|uJAq#O^+rrkFVc-w(mT%xPU*f
zIb)$=3DL~0J4d@#26BN3oRA1Etk>D`+i!h#f?ly_nhP3im9O8{qicjhTcHVh)tr})
zre3SAen4>KUh>T^##wy{UW=kaBuxar%(v$j7zs59dIGH>w|jtJ`CQjrXZb%C%zQp*
zTdv19T=6->3lw?J=*(wywA-Rp2Ut+7%IYLsT<SeVw&p=e({44peEd;*aDf%<8Ml_V
zXW1@K>o{h*u-9A#dI6+#=t`h-CThJVt_Lj+o4E3~ul_GVdHD+JX}L1g8Qh0$x8Y-D
zaph;}W;Cz9uSoBGteTm&qTe2=J+l>`MFNMWFd_S8MMPshyjyDLZE2RUy1j4mgP@PL
zUCxhf%v;@c?xdybhFW1Af4^eerh0!=wxux@FRQ2u7ptg9Wh<d&m&(XV+<nBK*dHIU
z|8U9Zaik8A531Z3k}~bDUr1Ckw5V^b7l=M|Wl>QXSSSvpB{Tlv)56%;n&wg_t}Qd-
zf%#6{(1zRw#>7>VUY5qxc$21<Xj-sp1g*Rz%Tj(zuTzf?_mCB3QBm0~c%D<>Tph{k
zke5eZ>+c}kl4R&HKUA$m{f&Ds59e6R*(Ri+{yQv(V{SSyi+BARTOiqXsCiHtP6o>W
zz9;P}8gUfK`ojzKUfob^{%;kPiTO<nq8|c|6yn;c73<{Utr@k^P2+;7qKaI>!oL~i
zuPjv86UO&AGXfhaSd%4qawQL6Q5xlQ9H#MZ`ETJm1*{`a4+Aa6`)<57Xl=usd8x}C
z&WJ$vO0P59>&eU?AoOpDgvzCXY$+ED$E3@IC^@)UTNILnSy&Dnie3$V(Wm2uDEAxE
zS;3!5b7?p;%m$gN_p#Dg&3Z#84>^-=5WAA(f%86;Gcpy5Ri$y<@mXVhLjVHTD<>BM
zT=rvWK*D<4@o!j-n;D-V%n=?|aVFpsi82xSt&fiAnHYJw3k1zusiVlAYPspOV*y7t
zlRfk%<;wCLkSoc%=D<@}j8Tm`$Ek3tf>j?ix{h<|g4OnvUx4OP7>P?1!alj*9cLj}
z$&tDra-xnPa5AtY*YaYw-}?R1QqN;c$q?;kueOYmn~h(>91JcetR+nQMRaCUI9wvS
zz`I$)8ks|;PqoxZE|a1*?)0VggJi8z*@IYwMm)L*DT)+2Fu4u?lRG@RlYv<p&YLd0
zIB!XWk%JxmzMMKayxH}vC`^t^O``+{o}z6D3Vfq{h)W|Z|C@l~)~`#Hwt}e%Z5&(m
z!X|1pq#Sbw12_Z+Ep``FOcq?m(O+YykG0y-Oax7+q~S9JZ2ZF3sj%B^G*%&m-*<ke
zlv?y#aYPG}GhwgHl#J9xi&)~C>+&a(oiR6a2ukBi=Q1^O6#k|>s;Kw((_dY~P+5U2
zolGOJlcLuH|HxdIYKKUE5js9>S<7oG*RHRgj6q(7;6^cqh6!(VR*9%FGxh_eCjbp*
zg8g2+rGz^MrrI6WG@LQ13OhXxGfvUIR!=S*T7kw7k~uw(D6el_jFP`3d!Y_$OBJCv
zyO6CYm@Z<~8j)%(k+qzyfIetCzq-SJ1-mKuc$<&5QQwkR|2<Q^KQ<gsi@tCd9GxbN
zk51s-$Ikv8At0?aEO;p|j2_KbCm5gK6LU_IQ(TY~R=}Kq`NGNP#2q$|pL1*$Zp{XJ
zDD-ia$s3~)mdPY1_0%vohUtxYO;pED;zj!x!}E3OhRoD)M3r`#5Y?<b3W(57fOF**
z#7QX|oW6+NsZ3)5|Fk@|m@m(14ci;&oGtKV55JbWy{trJ8Q!6)0FV*FfacUFo}blt
z@b_tc_JCLuL2?D;ustzmq^jy$ig-rgF$R~d5l8Kbqgn80B6QoUy{+%+aNol`LHYLN
z<s9{}4LAbTz{_Kn`VA;Flz*sv4@ViiZ0RZGjhE?H8i))Npz&DNk$s|G$o#%!71|72
zk0G2NL}saHzFU@FZo!JP11z^SXp6x}(UcXkgtO&jcDY-}FoMxF&@q&4JceKe$#vIq
zzTYh8M`|#c0JylT#l3(Lvk}EeStc~+C{%R2z_Eg}jK$V2d1=|uioA4TcZnGf&a?sV
zFL-@5`&}&3Hyer)wUCA+_5G8?mmUkY6qythg>Q<l-eq+%uB3*|V(uby)>_hI4x1I>
z%(JDlG-Ml$@z5s*@fS_Fo^qoSGN1z4qU7Pe=j8SC^MRC1i^3DvT|SL;mE_<?GJbmh
zK>`l@8U?7^jK@j_15tKa%=wogrlv}<Os#Y}ZWZK_``vd5nswgpHYaUgi*0Gy4qm5x
zD~;nK#Z#`@TPus*sc1YeJsgckH!PPmtLHR6zX^V&GEjW`$<f`;EiYbjai5TgX6VX@
zE0LytA&VLk)@$^iTbR9OllN=XK!6eWoK?@KJ}!^sO5T}fB{aAN<!+biOC9TJ^cF&7
zX!h-Wd~GhVlnAI9B^tV%U3Rfm=&bzav2izG*4`+F?=)p`Kc#TgaT_0ltQR$kDqXO`
zmvVpMl_iW^&HuC^*y+X<#j3kgHKn)gcs&-yeL0%O-L7}`_1K(!0x<9I`TFX;%f1eD
z4QGE0KFJi+F*tSa9>dwc{p8BbJ<R<vQD7*XTk{)l29QTMNz%&imHh<Zh|OAFURW01
z>Bv7A0e}>{tVNdo984yO)m6ec9BhbqVk>HD+JEK`V0d5oT+)^0GsW2UKx3=(#Y!`3
z3AO1Th4TD4c_&BFrdTl=l9@Ak^CqZF-Nke-6<P+R&pHrXJ6xbg4ef{2-jfG3b%%=9
zhAGlF;06SL2Ryu2)vz$D36ALYa(k$-;02r!t{|B>UooPvQy)C1sQ3rAYZjZqjo$qh
zyzVZSGy^U<HV3b90or@!JLUb_8;5i}49FeD0`#snGt?8nmLO;JZX+hwH%#6^nVD@X
zviF{%mwlJ-3oi|JU<6JPtZDE;7^*ti`=$Gl0s1(R{UJi~MnVTh>S6F`9v2wLZ)Np8
z!SZgs41QC;=H$2;&EzKQFk0RVQr$q_*&P5|Nt$L1K90H3iOhGfhB9wxcNtks3T^tp
zyD`F(1)dj(J2fCld1YpKtnLzrxkw^g9euUUwKLcz)-Ny0v?Y_f<S>a9XN3yzDXJ&r
zP=J9;VPAR2bb3m6X=_686!1t9Dc0V0KbkiV;Vd~37HU27)KZ}49ZF^OzT|GXO5H2f
zp$x;5fMeZgUX^;2mti+l<c?o)_KsC`o=&4@i#*R6fW~7}TU>7wPmATvtc+Ul^)wD5
zx}sGuB3_4NH=Hx)Qkz@-T1j|4K1nJ{qZX}_?zI>WzGK(+2t>-U21tXe7JDQzqpZ5H
z#xj>xR?3ycpX}ojy_D2c+H3x*QQY@^-CoCGy)<w06}qgKP7f9HbEk&eAL%kMNki}(
zaOp#Y(+zekB0?YMWy?xRNUYH~d5FL)(Ve5Lw`4sz<U7OfFM6E9!mKIFU?oa>)J`4_
zSvxib4+~;q8~Im(>5O))WiZd6!)c~WX)s5i0e(QxD<a<vz21Yjv?ptPeZTB4(|X%k
zC)K;}n_e`Vta?2=U7c#4_YyY2buQfwqN7Hqw^N=suIPfJR-!N0UFGnAle@yU!FY#c
ziR6A&f$0*#F}S%&@oAOU`yhE*ge?;=@fY0AO3@sQPP?|M<<!X4+Wt1=V$ap$oz6%=
zrcct!$ATlIM)yrTj83BVZta`FxJqN1C6jF5pSb?h<0=Q1)O;N}>TZ8b!`HY!JJ=aS
z-fiei%&r^|WKXvaMr{T}>WR`K73VV_WNYatY7goZd70<y$v)m!vI?Rr6C-)^@8u}0
z-c_Eoe>a-u@NaIv;1)HkHa~p^jm;2!!FtyB>kn=2qn3szOkU2N@(-SmQyBNW^DKL!
zZCU&C>!*WQz6gb|qMH}8FY&GuLkvm4JAGK+Q27&wJdEl=9nH)ybXXp_7pTVJW`h8k
zH()jE@Wh_WuXfqa*!|7qF$M*ApP4Dd1fLY_n^*rJCCU;MCUqOjlb35B&k66o&$6{6
zliMFV&pvMyf`2$tICqOzDgQA13MYGX(%9PtUGk%1lqV`|CH!Zg@vK1_$IpV;(X(ip
zA^i<v6rXnjK$<JAr|)O}&3OP_+A(n^5@C-a!(m<Erht=@V=atIK9e1<aoG|#)h>!2
z7h=^y{`){!q-64su6#m<%brL<lpin|DXOe0!H8a^j<m347O~H!MJ+uJGsPjvj56sU
z6%Y?T`#$L%6&1Xrs;1zzmYGe?%sCfrG%U^UPZ<8(69|M#%Xd9{5^4S4(Trx7sUdW(
zlXon8x4~C;a_4E*E^%(#dw^t?X6{4QfPi$naNH&et(z*S3FE}fMvcB-OB2Tn6gn=J
zPwi(dS!x|KVcLrv&bEx{7Tvt}3?EZ_8t4=}4rrUpnsJ9TGShM$!|nv-+9$B^nPrOJ
zO@s`%&NvR;RSzE#$eeui`+aw;D{_L-Fnv}xi1Vq<t0g_WGk`b*@#^S7JL0@xMkg*8
zO=C%-<ASd&l7|*X#qA&uQ@emhpUQqc>hoU5mH4`E_U)Y)sT*%$f2X8n*Z8<=ZpYJT
zdFwjgeyf4E-|fQVvCh=%@|*BNi2(v{9U#+7ksdkx!8#=+P}UdFCAr#asxma1-Fbg}
zV>K@nwHRa_YZVd~#A6;HEIsRG!w<Ca(S;*ocgG<^Rk}DIc}Ip>qgM<|NUShF8_E4`
zHJ=eZ_T6g6t%p5lpnYnJ!^Z3F2n4M*ekkK6(Y8Byna16#>n2C{<1%elHLOMhy!8sw
z!y#dUNk4g(yod46zjIt#a+9p1Z}dk}u^VZluOv&mfc8}!zvc)76<)72j=?_7aIjiX
zj``<|2#}LCcu`+)vEy#<-R*CBSeG=h4Bz2efSG+W%0bnF`|V0V3mOT6zeTxnT`1vM
zmPUjLnNKh~mSRFh@0r0$KZ7c(2g_oh`-EOH`8polyNZs_Ywan#{<!j!94(RIAL#OR
zim6KR*bgiH&SE}Rc-yP6s9xB|b&|rqb-bTO5spMlYuCOTi^;?vF4TZT++r-kv_8K9
zfsCmf4<_y-(@81WM#`kod!X$GcZ<J&aT3A|^XT<Sc*RT{s>*D(%S<d#L=4X;B9r}b
z2w3jEmDSa`qkoL-;=rAt5C5)_!2ucuLKD+taN*>En3~mp_`fQ-@_4A$J}$btrf^H4
zBuBU@S94}LvqZ$0Q7U`MmNdpvnb9zXl2Y<oQW}M_S9D9cR3;=TTC5>js4$W4$eI-4
zea^UxrTe+>JD<;)=bYd9ZO?Olzvqwh{d|vc`qB11u|3*UrC*XW7IU0q)60%|_}p!|
zEsVgA6h>*t-WFEeb&fpqG|$m=45@1Fe<9Q}4X)*K0!N3VqQ{iEu-cWnkf^3ADrHW;
z^g0{$OA9Y%MaJ+(`9B&Y%zIv0xPF<2LfEf|`B7^_e8+@OstDa8@*zQxYWL>x2TdF%
zaU{n<*zzW>K6SrME?ZOJ#UG_o)dNRU?G&ooz1(wnvg&cC)=7B0rDYXL%dV$zuiRl2
zEKd(<H8B)Q=Z>B!9+V8B1R657-ZkdlWo%x3_Mo{yVnd|-n_O-4$8j6!Ifu1xMC#02
z(4HQ_dgFE>K}DhSjDPO&j%#*T<uiO%MO=(hvBNbieH_4;pIm=5bEjhA>LliCQ}dQ@
z%s89Wjb-N#eNl4SWGm{de|WX@22Qg=D3GdN*2@rhveGR5Ek7TyvXsM@Kq2+4+Syj0
z6k``IqO_b?n<(X&mfXL1kwv4uyz}}`E^;voH%W3Y!bMM<@@DHF$xeznQ!D)~fRIts
za%jJg+d!{QZT6Y#_R+z-ls=>MfE@w8K~E~z*T}ZYS}obNy>7g(HG7^PduMZlPBS7X
z<6o-46sVZ_hZBlc2A}P~<Zr#+8`|gOI>fWd!SZ$D1L9l8-|5dAeccZ~_RmrwXAhjP
zEmk3hy1HcwE*=Z(4fn;o)C;J5-}G@?|Cf(t=EqBZb}7Ak$NjYA*`mZ}qROaPrz^9X
z!`~VI93EwylK*%;rouhrzDUVKcz$0iKGAp9^JwLsVlJhB)KKWSx5hIkXCS;Jvo2g{
zI4<;5E)J)6B^22aJ}cLdRXFURko;wq88uALJHOe-jH$R^?7^;X35wGgjk_(?6%db9
zC6>Jl`ljgCZJza2VJzrSqkP|JY3uz|izUJLSO#0xtP9#0+A##_^+)WyCmK9((4YsA
zKf6gPt)}yOVBW%_&#l%MnL}E-BOmHEs(v88bBOzBE2)=seGwc2t&u#Exb)r~%gUM?
zO<Hr>?y&3iZ+P>+#aqb*7pz^jJmbr|%!IaE?(4^PmsMUbe9u{$Ur!j(h-Hq|43(ea
zx^$!%3ib2fHi_ncwNP|S>fN2K_SL3Q?U=Ij*K^fL#*gAxbD63N2}%#EV<ZRHHY=r$
zahT`xpFfHoknuBId4H>~(~BR9ee`aISrV|uuOsDhoiAH$lkwfU;G}D!M?tC@X8fnD
zP-D@thj5l!#sO%}qgQ;9u_%7@x3`$feD3UP8lf&BXJ4w+jymZ@a0xp;ZY755Nf-0h
z?T*{vvdy(`SUXFjT{%sDA7L){_=!%(PWq?ScjdAlp6|7Z;{VEA7BUo&m+V|>P_k^N
zVT*CIZMS>3T(?a3oMspQ=$?+0w&2R~)8kiRn{DcT7_V0QR&U1~@2lP~J|`EIjp@$m
z(e~3+eGsh>El9jny?XA;589FuzETUN+t{;pkK7Hb6+T^lfxRw)9<MPz!e8XBdO_wX
zUNo<AgFR2N%H*U2Pp%^|=XW2GNsl9M)|nldTLfv3`rNLvP5FHmSp^D758r16%AI?1
zXGepx=VE>uKk{sjz=21G^VE=Z_DxK=MC<{}IlD~pv6?semb+=Yt<+vc4S&d5-Fc>V
zf9kW;RkpI1B!4HDB;JApm9oy(I$a)mu%tifqV4l^#B)_wz5Fe<S@8U*EF)1GDXiK-
zX4KnLJ<BDOB$1@~srpDCsncFcXHBZ^1vBlG&FwclnvFhO6Hxd@(ZAZBtI#2c3{J4g
zmp1e+P9^*pRun60cq&ljZ9i&ux?H{9{(S3xt&blw7bxtKip`XZ99|Nk|3N)-N8SO6
zghOitN&S4IeQSM!b+@J*#H2)3vAha)oZSA3)35npzk6e#S^oKQk_7&fQK15(>9VHV
z+d*5?#%<Pqbw#Yy+i%*!AG?+(*b5BiCdftDs?hy(+f%FRinsf7ehbV+B0Pl>y|}qu
z*bq|fkZt^4Ek$p|1va`4G2;UTQP1qkUs+fje%kee3_HzfpJnByr6jkca*0Y&>Z=!~
z^I=E3>*|WUTgMwMWm%g|4H{*>1l`~0>tpr#a|zVZ2aokXZKJoh>psZK3DqrNj#;Z3
zUJg@=;dqxUaQ3$}6=3a`sNMh4+BmYm+eEfZH?S)GcCt3xyS6DUJ*FJ8Ep1DKc6sX7
zn2yiAc{EbzdoRQPq+22+{3Oief8|>m|ACosIbLokWMag1-RZ^rKJAiB1r$mO89*lB
zB{vQ*;{FLYLGMihPJqo6;6!})d$ddOd-18j$xPxUfkOB<;N<jX_EGq!(4oZp05~a8
zHeMj3K7YNY;;2>qvcvaIEnjqWp1sdV;2sA@=fegk-^<o?d=0RVO+P<MrarSvv~LP$
zv=Q~)PIMg~GWWk{U*9lLP}ftC&8V?^CBj#|h)Y*JT{`f#;SI4O)H~Pxb}RpVak(^W
zMfaY81eb>4VdY1hF00C4dh2457gwk?4PUGWJ9jta?RmD3jCIt?kyWesPm~Bz)){=-
zLfnd!n>E*N41rir+D`{+p9?-vyDI<Ipq<thoy(0-$A~R%KZSS@ik_!bs#m4{)1z}2
zRQuleY&r<94XmzxrqNdUjMk>G_nuT+^C!2`P{KghmwZoY-sRbnHkpScMx0yZ!uI`a
z(kPV$s7vOr`{d`C77k|~I9!>mYMx>4F-w@D7CzUb<7EQ#n{R*3iSbjz)E9+qSA)%$
zzWS=4oBXx9`u)}5YseT490BHchUcgrAI!G-MO#q3mpMo?TZE{xlW=BsD|)fxLin_q
zq2aguinQ;Q=>JIx{l}X8E@(r<O+jq{#}|Mr1R@}blE8=%AQB948!`@}fT~616dV<r
z;0*(0hD5-F3kpQUBN#H3458*E0PKiI)QCV8pQDCirwAAc1PCD_5JI6qBoYN}1yn%6
zAb65E3IdQKGMOxnggPTr5pgDn7&Rh(4>g*>TgA;Ft^(NdFVu*EgTO4rq*c(0C>{pr
zs{}|anv68zQD!TOr~=>-rQ1ScCjg$Z<Z_rcEI&sq_$VCKmgVo~JlSlLl^9^NboF3i
zEnT@Ni+UoMHOrU7<1$&kkT`@jb~DS(%N3<(qgj%`QUh?+8EeYr@O(gQ8^HVpyNeI%
zf*F9N*#J`ZJ})NA+SC}k0rCT^U;_gz4I~I60GH@|Cb6%l<9%p4fEqqM2h86|00)0%
zfiCw(FE?LDNKErZFKHYem<euD2>f)AndS-z<s1(%YY=N<(ip6T4~uQY^z-7d9VdKY
zx7j;DY~G$d6Mr!9y~&mBq0M6JZn0T8c}ek;AYdB!kRD*Y>oe#K1`H!)7$)Okm;}h`
zWFi<5^x8oDjNEuk)}MMr+Jp`X=!*4$9ue4+09YwLfISJ+Eou)`U;;YQ!3YCi;*cP3
z6YxbpZId;47zf${Cg7-e90Asai7Q}u#mY(R;m>8cV_*nR!~jo!{2&s75D>^6nvj7Q
zC}5BNAod?JaE{jHG#Lp7#XLm@;v?XxPLYAk@zeESB8W0wkBCQWZmKPjhyt(EWaOFo
z5h<Xlr|RMGM9|bTWaR1oaCj04wCR)>VDaD?{=lkEpBs)sg=hGqQ1LVLs34o^F{lXG
zOQyx8Qo*h^Lk4K^Q)PG<4|c%mGEf<R%lx>m;F||rbce9<3S@ytj<x1+z)pd71lTDy
zu-!S3xO&kG6UY(LH=;1m_&6G!$S^Wt5D+?vPM}d~WFo<Yj6>)Kn15G6+t7r=q<ONK
zyM1}y5SD0S#GsO329;*SFvigdFo{A$=rj_EPNC9_aU`^veEnRxe&W)^!wA^1wY2CK
H49tH48RhgZ


From 3233c73e664a1191efb855c56de7bd776b7b8600 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sat, 7 May 2016 00:29:24 -0400
Subject: [PATCH 095/364] adds a real-life example to the tests

---
 .../java/technology/tabula/TextChunk.java     |   5 ++-
 .../tabula/TestSpreadsheetExtractor.java      |  41 ++++++++++++++++--
 .../resources/technology/tabula/mednine.pdf   | Bin 0 -> 255607 bytes
 3 files changed, 41 insertions(+), 5 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/mednine.pdf

diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index d596ce80..36235a04 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -85,8 +85,9 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
         DirectionalityOptions buffDirectionality = DirectionalityOptions.NONE; // the directionality of the characters in buff;
 
         for(TextElement te: this.getTextElements()){
-            //TODO: we might need to loop over the textelement characters
-            //      is it possible for a textelement to contain multiple characters?
+            //TODO: we need to loop over the textelement characters
+            //      because it is possible for a textelement to contain multiple characters?
+
 
             // System.out.println(te.getText() + " is " + Character.getDirectionality(te.getText().charAt(0) ) + " " + directionalities.get(Character.getDirectionality(te.getText().charAt(0) )));
             if(buff.size() == 0){
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 52ee5e69..a1ca6432 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -21,6 +21,7 @@
 import technology.tabula.writers.CSVWriter;
 import technology.tabula.UtilsForTesting;
 import technology.tabula.writers.JSONWriter;
+import java.text.Normalizer;
 
 public class TestSpreadsheetExtractor {
 
@@ -528,11 +529,45 @@ public void testRTL() throws IOException {
         assertEquals("من اين انت؟",                  table.getRows().get(2).get(1).getText());
         assertEquals("1234",                         table.getRows().get(3).get(0).getText());
         assertEquals("هل انت شباك؟",                 table.getRows().get(4).get(0).getText());
-        assertEquals("انا من ولاية كارولينا الشمال",  table.getRows().get(2).get(0).getText()); // conjoined lam-alif gets missed
-        assertEquals("اسمي Jeremy في الانجليزية",     table.getRows().get(4).get(1).getText()); // conjoined lam-alif gets missed
+        assertEquals("انا من ولاية كارولينا الشمال", table.getRows().get(2).get(0).getText()); // conjoined lam-alif gets missed
+        assertEquals("اسمي Jeremy في الانجليزية",    table.getRows().get(4).get(1).getText()); // conjoined lam-alif gets missed
         assertEquals("عندي 47 قطط",                  table.getRows().get(3).get(1).getText()); // the real right answer is 47.
         assertEquals("Jeremy is جرمي in Arabic",     table.getRows().get(5).get(0).getText()); // the real right answer is 47.
-        assertEquals("مرحبًا",                        table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+        assertEquals("مرحبًا",                       table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+
+        // there is one remaining problems that are not yet addressed
+        // - diacritics (e.g. Arabic's tanwinً and probably Hebrew nekudot) are put in the wrong place.
+        // this should get fixed, but this is a good first stab at the problem.
+
+        // these (commented-out) tests reflect the theoretical correct answer,
+        // which is not currently possible because of the two problems listed above
+        // assertEquals("مرحباً",                       table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+
+    }
+
+
+    @Test
+    public void testRealLifeRTL() throws IOException {
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/mednine.pdf", 
+                1);
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        List<Table> tables = (List<Table>) sea.extract(page);
+        // assertEquals(1, tables.size());
+        Table table = tables.get(0);
+        
+        assertEquals("الانتخابات التشريعية  2014",     table.getRows().get(0).get(0).getText()); // the doubled spaces might be a bug in my implementation.
+        assertEquals("ورقة كشف نتائج دائرة مدنين",     table.getRows().get(1).get(0).getText());
+        assertEquals("426",                            table.getRows().get(4).get(0).getText());
+        assertEquals("63",                             table.getRows().get(4).get(1).getText());
+        assertEquals("43",                             table.getRows().get(4).get(2).getText());
+        assertEquals("56",                             table.getRows().get(4).get(3).getText());
+        assertEquals("58",                             table.getRows().get(4).get(4).getText());
+        assertEquals("49",                             table.getRows().get(4).get(5).getText());
+        assertEquals("55",                             table.getRows().get(4).get(6).getText());
+        assertEquals("33",                             table.getRows().get(4).get(7).getText());
+        assertEquals("32",                             table.getRows().get(4).get(8).getText());
+        assertEquals("37",                             table.getRows().get(4).get(9).getText());
+        assertEquals("قائمة من أجل تحقيق سلطة الشعب",  table.getRows().get(4).get(10).getText());
 
         // there is one remaining problems that are not yet addressed
         // - diacritics (e.g. Arabic's tanwinً and probably Hebrew nekudot) are put in the wrong place.
diff --git a/src/test/resources/technology/tabula/mednine.pdf b/src/test/resources/technology/tabula/mednine.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..0a3f36c19906d57d1d636079c09bf58e7f52eecb
GIT binary patch
literal 255607
zcmd>m1yEc~*Cs)OTW|;vg4-~7AV{#_Zo%Cd+%*JGAVGq=I|O%k8Qdk1;O-7Pkngqs
z{p8=;f2+1?sY>0RbGuI;yXV|~x^F1ughd%ynAlN~C@Ud<s7Nei05XuiIVut_FSC-X
zjS;huo`aqx$b?x=&&0@{3<$Zcz$~R_Z9-#g$0({mOUA6|VCQJypk!xcqyPdrkg>8p
zc9GVzvk<p720_?7G>r_&Al;1kAb+SxM%IRpQ#>&H%Uq9hFbjbktsThNm?g~&?KQ~Q
z9@voq*?(O)e_gmAE?Q)NX7(`cZ_ET89ZW%XG>-O0b`SxD?2Pmr%s|${dJaZ3!moe;
z7IpwT3pWc3J3A0a4**gF0Mw9f(jdeC&_m7+WawyMWJhy%4<!v{24w(c2L*z%hx{{!
za)2s^B7+iva)D5dpe!GM0igg;EKq>oM1V;2zdP{H3O*R(Hw7O(^I$EATkMP=*81fa
z1tWWqqn&|~J;dswAZv$*3kw;?gRz)Jfn+QX&V{sC$yk0lNtBI@h3glMoecO$<Ktt7
zsA-^R<e<R}i4A5YBNqo|aVyAFZ+=~beqF>Ltj{cMWN4=M2IQgvVFDoIVgoV(*vQzq
z*_gOFv>=9uhyW4Jp6t<i%wl#RN1NZm>hTA&BD0d6p0&NrgAxX=%tDIH!bVPJ21W{E
zZy?;2^z`i^U48}FFGcOi0Drd01LNOpB5G#oU}VQEY6)?(u#o}C(1=;e$lAogl#C6)
z#{DqL-T@K`R;WlWiMyH_;R{umUOKw>e$SJjCXc+Hpup6-JB7ld&XOUYv~CD}ekJNR
zYc-F%3EoFxj|#vN*_x&f9?688R4+a;<6>PJkRv<_+@|NR1GsP!n!xXO(hTY*J})9z
zY;J10I$m$D-!52QlWh;h<J4KazheuEVGgVxyCo9^vEPi_z}!4Dce#fj8P^pNeg>;(
zJ#05_41K+KyiLy{n)N-vl;H+Nd#IX#RE*@viY|<Nz`6IPX4QOIlv`)_G#AHRH0VhR
z=Ak(5Uca+hR(I;LmS~u{EBu{S>*wH|{dch|&}MqpUZhaZ2%_@tJzXx2ye_t`wh(HR
zKH0_lq5Gj`1a@x#B)X%#j!y;?O74$KyqoUMmU2DL<_1ZZ?oUszn;YF(8$5!uzps5U
zOs=OEaEbC$GH_@ga~2Og@aF!&^**?guoX=fB&g9&baM#N6z>Js{n6(2Ha$B$GIYrD
z=7;vaP&O28tTjPuXe|q3Dc4#R74mTd!YY8OS0zu@G6DvkNU}d$hUhJUP1H+DO*(e+
zo))M!E5eBkMRI_qSi1s}Q)MoCJ;M7*tmi!F+t+M6-86;U1_`coz2ozXZ-GG0FFU|B
z6)k&7?8Cg2y4I{RsB0EnJZCetwp+~_Y(dz;oE!^`MYy_Yx6XjU4|*+@+KxN7ddA}e
zAInA4TWKuG3}-&G>r+o5XS@PP#_Zzw>4qqr8_wakPXdfjMwrOl(Xbfgh4P0hFT*-3
znq#4*MSS}Nwcl;ZcK3?IesHA{uc3G%-A8cjU^sa1a3*1Ja<(El(4}IW;omi2@Jv`V
zAxDUfGSCxEeAJzjr}H%d8{Kg$$15=X)`z4xvuEfT>l?O68MAMar|cKmGV0~<9Tx!k
z<dVp)*7!x+ehx@kPp2G`+WWB8{S5H#rLLH7z^*R%u%<S|+<_Sy5i-IU2D{!l`5BuB
zdDO~Fr|=Z3rlHeqje@mko%!;{M*5er(wf5iDM_xR*=;t*fuQf`;JfRa1^&gxyFx55
ziqhy}N&B%C8u&XE5%u)TZ*}n#3j|Sz5{f?9qs(-6Idg79;dqMjJNZxX6h?}blnMr%
za83l!a;`S}7e_uM85DohAf1g5+uqW%oIq1hPMnI<T}x8VepWwQ>)K&79si|N`y>`s
z0M1tAtr`r{CYh=C^;VqxUU@T$td0%ArGe2D%}AJ883+Hy1Zz%0Y<?(hQKv!)6uXt&
z0-SPgCe~OLHRvjq$r`pY4bi+l^_}Pd!|IL!_V}q_BSEyLxOqZq6KQ!==T!#OgcT3T
z(+|&kR#j8;5#7ifXv*MD8RaU$H7Hx;hC+uKg1YP2G(b`{%BhybBe_ySPoE?66nCDe
z>Wfh^qTmt-iN1D21ac02obc^2AT+R>89La~EqCi!@f}=0HvIjTI)?Q7d>B~&cb&CZ
z%3W2<*C_rgmW=sGyO*T8xeghT^hz_hm9p}vUbvpYTZS4%2wV~!>$z1$K73-Ru!_~t
z(ccK99aAz@u2A!l(t~HgZgE$HTiU&O&4@}Lujm9;m(k^P_U+5!cKv&NbCY)+P3t1}
zBBQ?D9+8#0Ys7eltyzKvwTMojL~<;_EYhsO8+=0cRm`yL(!(&YS&)0mbDP&U12avr
zUaU9UFgGtp@gg{O4X;iHX6|azq*9W&=kQXk#II+<X-d+2m=lAJ65a<YF6PQVgKL_-
z{%m+QGu3yF)B)VaB88?_5*d^jI0=qBdfmRBCcI^QXnKW0Im_zt_G0kD5KWG4q^ZS{
znOG_%O|gm@kOguddlDcs(<JP;yLnD4G1DY4ksoZ1ZsYL6D|mL`tO_jOca{bHhE;Ti
zPdxZC3x-XoVwbvcz$3EB5x55O;XWq6=%8?HTA<dapP?rhrumfBXnmEt%j&Rle?-jC
zJ=-)+ZEE~l%yG~Kgbr}ff89N9CA)<k72)}07LD=@ia*Ct$EPZ?aeFK>!jslaF>4R%
zb?~u&=HO;M9}n$JOn|v;Gk8eqQvYfYE^IreNy_z0lO3QB^zC^@L!$Qb8SVaA?Ucmn
z=rysAilqBgGAQM%q89jh3x#<7XB$s18A<m5v@e-S(eqE<%Sc}1m}`vl2}S#*u1iQu
z!J*5gi_>}g<SC9W$(QeaKNpwWY?ceQz-zjLvdEE>OXpDEzAns?lk?fi#=GXTFe}pW
z$#+WIx;Fc)@B0A=c;<gEs`(t5jCjT-_u%~c#1aQe&Ntllw(Qe&B$hPrf)7MX$AAt^
z$QDYwl*5PvMQJ)GjG&f)<O5wUojpuVj{^l~dcEqz)iRt1MMG)jcZMhdCqQc!dAbZG
zh{IL7p6afx19dKL-axb}F>B29)H6f@Rqkm$Mr#$$JUEOST7c}s$99LZF9{-0Pv3~f
z!AuBDQ|pJ`k7Q2vdEWI;XA7hhVBgR9x!s_9=40JU4rlwWJSnESOCdMiQH;KTSY5}t
z6GkcNLPuhDAgfGPdBvO7%>EV|eb`}zA7<hB61oNqp^;k=mCMROt~+mFmsD){(XsCR
z2#RPN%AO=&fEYP6a!!5Td;5qk>K-4%x!LN|wD}c(Kp-Ni64%A~xl=_zU429Q^hLvh
zguH=Y*qo>Yr(0_RMP`;L61_T}a7|+Y>Uwc5fKY=?tmbNh@BF|&YyS=38nrpS)_L%F
z9Fb@q#r|=x7GXRmoV+B#+2^i1!`!l-Pi==`*jusMsQul6bsjv5&2v_Gy-aXMSwElS
z40P8k?bItlp|^a4I~TFkl;De>S2t4w%XPQFr_$YeS*Y4Oey(j7+e|+^=c^VVm~+Nn
zwcFNOVl?{tj&M(b<MX)O(v(|EqhVy3bMo_z#OW&f+u0-{EEp$S9X4$V@~cHFt-j|R
zRv>lv^HEGymuj8`)j(xy!LYU?__Fdgi-oCKC9aLv%V}3{BVV)TO4R2OD}Q0AD87tu
z<ZpLZ$^{3+<CjH-IgjcX?sX8;w7MLhCAWttP9RkvQiX}Wve$c}yy)C+zm)7j*X{d$
zmZ$boO3-UYz{l##(WsdW(o8rk(?s^Gjgdl~igXo2>u&#u1ZkS;)UVv%a~z^bu48ww
zjIu<CbSB9vmR^Rvxbm_t&B?F#pQDp>(r;DgtEUdGFY2N*pVHP_Z#wh~$r4?3v~#R=
zPQgCLrVJm=yJ@z>RrcI#p?j9Vgz}TCc6F$Pdw<%s*GOu|AO&yFyY1cbebuPa6S`yM
zl7XyYgh_ea1n){8YL%~RJQ6dAWjuGgj;CAbN0H$g+PgCs#8dM>R%M262X_;!(UbR>
zbX4PDN-{02`-7wF=zeDML^H~{xALoRhuo-y##W6V^6wR<cu=9#3^=J?OZ2<O93vUd
ztnRdfzbTy`%VhWWA0pQ$K^15<yeQKuu?L=d7?`}xReI_ErSk??JuHFCbF1x>tIO8Y
zsuMk;SFx8^wpn+J_km`ldxI1lCRWvy8aGY)6Ag?6UQL0YSE2$tt|_!H;k{qtVZ2zE
zu)#47S2Rv%`)L1;|L3zUTNrXfyHe!aPflNF<<(k2aRG<hu(4;Zw&CcCrjahD0t|=a
zy{n}$XjbyTHP4QBtMisGU+T3uIE4irk?-f>B)jep39q&bF-aAj9G6bSL3h#}@iC7!
zthJskf1$guyFcp1m1T&^l2KX^+n;<_ru0J+)p>RhWf-A(#agZIqYh7S5qEGK>TGwS
zVM|H%mn+&3P>6a6`stocPm1!anrAjYD5`@q=$dO*YGPCJsGHUCzMOdvPZgS<0&fh<
z$-x#Nzk(^2&?6Nm*X9|TvHC;h1RwUkPoQLW&=mGuC1el(>eh*T-<Ox+`I=Ru1x8#b
zdeHnFV>?FNWkM3M(iGVXZxY+|>9sq72%6s5I_lu~jStL`Z5&~s=bLtH5eYaxBBJ@p
zcV|C)B-M2>(4kL?CG*GED>Rb~VB}og-*t)3sTaLRFp%I=mrWJn789pKGm`-K^N;Fh
z#aE`H1xUbxr_=nZc2Wmv+Pdx2Y88pVr|R~CPpVr7KVeT>msV53ioZrLIo3eIq|-)^
z>%ZPrz&x$c!g?bRu3umAUVjj{UzJmfc6uX~TMMN?XD!|EHGDDkJyGaNqfBvV1I;4t
zT8vOv58s()gK2jNJ>F3s{|yZkX9~B%fG7I9+O7HZ445}R%USF%Mi0MT%_$e;ZGqG~
ziBzw*lwJi7VY0%nnVm7!KVulG0&SqpF7(C21gL4E7#fZbUC7IhuX!h$q*6}3U!ZQV
zHQOa0?a~Uub`eglgPP-9?;pH@{{nXlh8j%iPs2ZSIT3nm#ZmdJMkwl1H#_1Rn|&@0
zN<Zb$z&d;9$~;g*uj5+_?Z((En}Dy*kqTyx&g7NWL$-4tq&4ShQCT!C>vf&m*S>Wz
zX)b{!8GFG{+>+jSA>lm2#dFz&lQESGUk+k*l1pM;n^*^O&^KGn7z~(yBD(D&=G*wi
zqJ_aSZCdSVqFF4Dge!d%H)3VUZFV(^;=ei=WmaX2#z6c~-1x>QOeLnr(C>1nU90%a
z#k_C(PJg1=K37*t6lhk-mz1Iy6XYTCX~6fZaG!DQPx;CsJ;?#?z@yZR^+lvR>9;>e
z8%0Yben=^IZ}-Z&n|_>hkukS8Qm|TA$6;f&%Bl~M>K~Dc21)vVEy!PAe~P2nhA!dP
ziubgD;sr8Z9C&6Wi(Bw)w<$5a=e1=qNddLaH(A%(^-Wy~!6H|oq%q?T&-9kcM#V3N
zUZ;s}h28_w!{!(IP^TXJnj@_)pD6;Wr^Y~wzIuZP=i3D(w3=KmpOakD0~}hthgqAi
zZ?3lb3=AR&3&UJ+slN{k_<k^GWx*%H9`$fIfTgr00eQ4^H#BB1Nv587RbYtuFauoy
z`|rSVrl~&S26hx+B&6*ZT2I+fqp(_I>4dRrbkzmLX$qi4@%-)^8i!!uln52Gl&1GF
zOPBP0Ly*jdQnP)r=&~IZ$)o251XqJ6wNfFR+E~`><XBb?Nl?rQY0_+@&Zu&W+V*{r
zpP@dJ<I46#?|YgOQc4g4kCe-nT`%YI{$&aoYLpz;WKt@QoR=EB2uxNel1M~VD(}~5
zR{zFx{1@3vy|2gUO(~94LObFnc3&9rIo-3hJQ3DKpjH7Kus`|i)tdSwz?WhpLK(&1
z6+wp^mep1zOmyuDbX-^~$L4^J8{?NoTgs1b1w#>8QEl`-bb{tX0fK%`lCchViN*l7
z7G1WEH#wJyRioeIRKDk-7!!U6&{Zli0(vJYrCyPW0r3fS0T;{K{R)JY0j;c@7n!C$
z?cc>{7QTpPzJ`Nz*98Ex_v55vD`;b7L*ThSN|WZ!0%}q|6D7iPq3n4nS>e~<q4epR
z`m{!wER`rH>d@b#^TTGWK0->rt?qwAmmXk`->`v4yyO89VODh1cX)uc9w-3jH+uF)
zk7U6&Lc$^<^on{G7J8NxK!CKKxt^t^9>W`ur6IG3H3UsCvo>KCH-x|$W)7~5Zy`8^
zy#Zt<J!^-D@%Choz!b9*NZH!#0eT?g=6FCv6#fiWJal;!NQ3MVbkQRF0}6W}{3h&w
zPpID%5fT@Ekl;Zd;4j4PQ6UIf2_z;iEUjnryV%Uas$?tx0Du{CQ_<Dl!N}?Xp(A?)
z(;o4n2c_)HY#cy#kbV#1Gpj-rdBm3ftjNQF--MO5Gc>Y;*oNje+d$AR1tSwPh&Nnm
z1R*$|5rm-VXk%k(Wc2`4{RO^xoa8r7zx(J9DISHA(X%pQ{<r>tKt3k+WUN4DaR^jt
zW*}&7VrfJMU>1DvkOLVP7u!F)<v_;B%EApnG;Q7*nVFb6ka2LaFbg`FsG1o<P$G69
z8w9F!`Sk+=60$tbuKKGdC&X%M{}=^i2S6|>BP$iikjFl69uY7`7A~&G2_Tpn1WSYP
zhCpBszJLHzMnH%iAJMlz+wl>P`<wcIgeU|seKg9W1w?`WF<So!R8=!;L2G-n-vjqS
zj6cju#_|g;6g9K6cMvkwvwN_el-@tu?3~PxHn4|?{20}L5&3VJ?O$2{M~^+=bN>_0
z0&xD}EEaAq);~Lo?Vmdf@Xwva$<6*xob?D<{zdZ#c=X>m>%Wyx{_xOmkIO$vB`lAS
z_g`|!BjqpB{Eh}|kg+_<`sZx&Ncm0H|CCOCkGKExOv3UHsQJG{+ppaCkV+o!|3!~K
zXX*d5T=IK*{S9LN|0Xj3Ts(fyqQATKf%5lCCupaqZ)O0gbPu=fjT{^v>f7)6;@?H*
zuX6F{O7~dJ{^Hf&D})9a@Uf8mIXWLH|0+8Fsa*eawGQ}?Es(!PDDYQ4ghVLk->UZG
zh~K3BKZ?-DS$^a6yPy6@%YVzA|I`-$K7VooSpHP(*nod3cI-f|KZ+d?QWSqLb}XEn
z?Efx*N*U=ry#A1J{-f+c7(F~&|0sJvP7X-fV}oojv2k-lN+Q>PDSMCc^5^Jy+-Uln
z9sY>dzm`4rzm>gzYL?$a_dk?A;IHKRN9kkZ`cvrx{$Bbx|5mLZNB&Lh{}0{w=S{cA
zF#hjtME-sM@&C$RBk)%Z`k&csWcf?n{<&8D>)l4k^T7Tv?6>vE!*1hT7;!bGC#mk8
zZ+HZht$G7C2COMa@FRZMGTf2w&sLk4<f4Tg67PQ=D;kzN_iP&DP|wh)=;D87scg&%
zEqs*|5|fk?7D(p#Y@{Ef=&7K1Y1=D`N?g*V=jhGu<b1^FD_hko69om#ATLk)@$IRV
zt20p=0>ut*#nFordr=RMlo7T&w<rlbz^*@Bo<XbIx&CD>qRiFs%{<NA>(t0EU7wz?
z`6vPITv51?>hE~X2~IcRR`&Xd4o?pc6iMo&5xeiW9B!ho4xBb@P80U|8t}k(mq+a>
z{0*Mk)GJrZE;V&i(1}voybV0h1!!*2KRAt=E<-H@uPk@}5DY%QOwl1hU*dyVCg;6x
zbh%h@sd3NsssxR-R~KFMiYL~>lftC6SR5YQR)Z7MT2PVEhQz1RD2&qqjG=kQ#HXJF
z9L5emFG`LHy{B5AD3672I2rca%B3A{@zZ~wHSE{*HjM9Es)|M4knuAC`P5(p)Sg&Y
z*~$!nU|Fh60cviRV7G&Ypr53AZsHN}s?R6lCV|%qG5qMKqvQqVLN^NW0ZBCMDa{3g
z_v<AMV{_Rx>VtXBprwYVg1u7E$qCW>B)R1F&#9)>pDytry`%!m?2b*!yPaU~e0Z6`
za~vfjo18?YmY0U$|MtC1DXS`uJ-mclzN?c;pAH7iV0pPh6AY>$+=#~@a%}drv)aC)
znppEl{nuR@u1VQat#C6jWoL_>{MS~F)oo(3XwfEy&;%McGD3-zBd+G}$JDrpTp0F4
zhB6SX-+x^^&lOOW8H`kP@3C1>Vkjp|Ow&px+f>*QJ02+YS+^*<UWnQd$oGjOvsCtF
z@?fKpomPf>H!K{sbnsyiXDP*ft2YYZ0jFssFsF$;*%dha#E&ksT`2+7HJ%yO@;$#Z
zFo|#JT^-JPZQc0w8k|*#8(|W)RnZM9uV@h3HLQu`>ORZn&Ck5LlPeNqKt%@jjV7IU
zpalKb)lGHrC0{~mTv(n~u>T23ewNniC4^Kjfs5BaR{r&l@8;y-(oKyUq(4KVHs$tg
z{Zk|qcI8qS?OVqyc*$It^s(@epV_Om>T%v~m~_C`;k@jsO*&AoS_l328MCP+%UAQ%
zFBkQpKci+Qq#Ccfhf2g4bhDN_UEM}S^!=oYRo`5E|ITi6!^ODRVLw22zx80Cki989
zDvdh2#EpKb=<Da_@`z3Ap6x%WF7~=QC@#@T>A-wTsH~B^ob*ew%zZqvFR5e)A-<-`
zJFtGAfV{L$a>~oT-PZ(@Ro){jSANt8lg0Ve)x7w$5zgPr+9?-%zVO4oCMD-FFL*He
zKr8dD(HSrM)YanqSF?&ulSLk?WYOx>j*&TxOY)#LP1*hKaUy`Wq(7)<crN+*63OUs
z%oV|dng*Y{szI&a$e%U(ZoAsOuXGJ9Z-=AQKa6{+6swyT;yP9dQ@z0!ck4@SuC?l1
zgW3Dmj$O(I#{quF#_#RiP+9xxjCm=K?HaGkm&I5_><@#T<EJ&XRim~)xD%=eO2eFL
zWN6&{C=Mzd=~naIlPzOAVl7Wz9-o$)zjqSp0LL`Vd4g3)<PvYB&Pls?v+ACFx>r;>
z2R)l9fKTq0<Q#5znw8M;k=N6LbJ#E96)ts+Mx8HOB;Wi;UJ!)jO9*)oGPNM2@d%V4
zUIUABZ^R8)tr+7}n5;_5Bh8{g0aA}y#pH}if{j2~EdHZtTS`9RP11z>!55WjJY?Wq
zsbkXahKvm~wE~KX8w(Lp>cer(jm3r_o=HhwR{8}VIZ09sSvhQVSdv`)#CoR|-q-Z&
zJl{q4%q|eqnRfO~Vv|vlbE9ux)5P7Gz0Z9mf#+l#3%}O;4o8=*-J$NVqUhbQG<@S>
z%mq-b66#G4>Qrt6+dCf+`q|+t#ScejHa#U>4KG&()<ZZ|V2m@6p2;peJMPRL3pI!T
zOa~KU!dw#z;!W}?Bh6-^4${C$Ykir4X1-D-hvR1qojX|)nDX5U$FFPE%6C(cx)@EF
z#Z-V1yA*Lqg@p?YOJ$Bd75E-Z^s}g1YVycX3rCmV{A4ve*j-o|If60fO4OMSm(hkv
zN0x!}<|9;LaT*)EV5Ppz>A}J^=<aT+x#9K>H1lO`Y(kav{^0Bf=}5{{NjXtt!7!r#
z3?>quG@l(qLdH5LtTrvlzBd1j4X?{d_XhFEoPJeWtUP~N8dqF2qp^VSvl_8-7MzZb
zH9cp=qQ1E`J@0CZu%_5g4p5&cuA2Br8m$G-Qi|_ZGYAgC*DluT>a0G2h}r65lPc=i
z3p{r&vSS(Pq+aP+Jgr~z?r$9&D~rv59n&YO=3IC+9_Uz$(l6jwOU7m6UA@0_N49X(
zhh1M~C~ydVqcsDCMg4=H+RwQ6yK<CmZI#2KaK@70M5gQ)l8ojeW8y(`hpBTMs1;_G
zr4C|`&6H%0HRBg+9LTBcH4&9_sTm(|t>mx@j9H&6Q;S&4Npz)~iLaRMV3&JhJa=v$
ztngj&lG*&czZ5v0E#wjM-jo_CJ(^<)NuYNT^GW1akKu3hwt9Iu?^gENC+8Nn5UoK9
zqP7PhCySzhM%^~gnwL56=aeJ!wQFd?c>|i}TwR{IkeoL>9|)?~o<j-myXk1SRC2Yn
z<a6}WSGULhwpNxzo3pU#fyk9>)HI1p!J;w85D@yVMA9y&33H08_prRk+S#4fUQ193
ziQiehKj%J|Nj4EJSr&mo*POfZlW_u?pPG4jw~BLp7r9=}i6n*nbN$Rjud6<si@s=w
zFk8MKM?BFM0Q#!p8G-n0(aRe1Cv4bzNef9);BU>B_tF9%DS2IcgRv<QD7l_m^$~Pe
z{hXhOFev55Wgbxu+!Az_a4hv?sV(ikJRzC8=eYT<*mQQ>u`G+djDD$4(h(aD$=^~F
z1fN^E!I&Q2*rxaaDc7UB*p$L3K#=alhoCF7Gu+A*<OuXy1UNtX>)lZ|E_Ju+`Wn+X
zmg$eIhs}5f&h_=*2wZ^EH^hwLOf$m7++5Rr%A9x@HZ4gxaRSpx5v{QK+sN~GiErnV
zDO^6GXE!XicY2c#Plu1dUs6_-nU~-ZXDwOV8c*)j1Ea&~GKzB2E^zg<E@5^?ba+d0
z2v@(KkZ#vz<LW$3EGHF~IiyJxImG6F9wUpnjn;O*>2i^sj}d=*6^%tlALHocxml0b
z-A*oWS#A~i&4qmEs1^n(tLBU>d`UuH04gC3pD4<FLpP+zu`BBvq8EI0pA{J1oaIDr
zX7ZCH?X&>-)X|2l+{Cb;QNlTclEmuG25cq1TdpOHwU28FbblveKH;leOIBaMZ_}Zv
zm$1sHBuZrjxJYAd)i8wt&*|o-pS&{4v_n;5caW3W+@eMF&swO|Ru)2!wldMSQe;!p
zX?pTAY9lla>`<{;ZaA!w>l5AN_YUQ?5{=G>7T0L^Xfd=vjBjrlQs||cgnR=|p+(Yk
z?zdMp6djJQCx)S>pRt}kMZu%QjfFR0slYEzOya<gqcH(oGB;>M9o545daMcSM>V7Q
z!)Fo_Mm1Pir~1<N+QS=Y%GALdvs3`GExnu<6T7MQ4LdowCWc!!loa9udZ&KO2`URA
z`@MM<C%DR9Vu7HH%7_x>i8-3!!4IzR%MXC3VlH7|&5cd5Y}Z0XmAW?)UH7}HQ|a}7
zlFCo_<DVk!z`sE+|8K1b9`T9)q2q_ZzpM!UjJ*8o6#*-Nh3mhp2okMAiMuhomzd|B
zV`ILx*lXR+lfk}9V(RF4*@fV$chtre5fmJ)CjOSsD?i8Gy1*p6;A(&_#FB!mtkU`3
zD_=+1QFi~%#Sy7IToHv;jmJOr;J)|OYcc*tZ%@aoA7h&f6J~XH?I$}kr!mal?mT(x
z;GBfHn8<j8kPBAIPy9)&W7pN{(mztV)i*_?u6x@Gf25zTnYk{(a$XB8a`tgFr$)wo
z+D10@Q5U@T9JW1c8f!V(>W>*yRm~yY9=4LO4?-8}<{znIb*Q;psNP?ck-a;<tcRQ&
zyj4#MO1Lf<J0+>wTKk!E&8bQq`|J*exSROqClocO%sIbi()bC-{RL_t9kK7!*sb#t
zFUyGMS<dENXu(*)^(_Bv{$5pGRpk6fn3uaA$1mMvMuQ^0&+l-=qj5>on{V+76=mvC
zCNXS|6(=N5oTO*_vWZo1<}9=M6%y<e>Sg3{4bqsu+ch?LCtaFo9Kj9~LCSGEo=8O_
zKW<iuUFnOn8(9?s?;!V)U*?iHe`{k*CCV;LzSpA9HT;OrhIozRg81|*w!Q_32#i8p
zdpp;PxxMh2NSZ*RMGeG}-eA%O^%Z&ZQ?9{lY(ob6txvhjCJsLRZEka8Jt2L%D$_(G
zJ=fPzaj|2Xsp+Oe)}3c6{SGQWiI&U9%$;T`2F(1Mlk_H=D-sXrZYJxwm82WTGItC%
z%Dj9$7XnM$o04(1i0VbtSg*MWWn;PcrerU~qsTjt23%&5%w_4y7E6qzS_2qrMkcNS
zvm0osNUx@Jgk$QIu)gYKtGG{})PK{(ko8i4-{>3?nwF6O@R|Tyx~>UAe~NM<XmbE!
zpLmrcXD=Ggbr^#vU@TeouB4kA^-bD)V0i$nnSPWV)x6A1>%Hu}rU|TFOqsh|LRhpY
zU9=<tPB7VED{2+p#(;X#`T2{|P#m>5VXt{0SkhDAWHVQ=%&6>39#b^*7cu$o^}Ieu
z3bbtL9;bSS@7W`&Hcg)ah+6P&cG8q9Lw56{m)SQ=Xe;uQ!?&HFX0Wh0Bs)bN=_xdj
z{hi>aPpg6Xu8Q9|LyfSOl(}^#p>$X5!sL)YXpv=36LG?zJbPLtOJ2<l=m~={woiqr
zZ?6C*uVVPHIVfSX#{-j2pQYj$g%a@im<T4DLnmYwN|`JWSCAN)jH9-wb0CD{H%87B
zCisaJMiL2>6T?-cTRyV|#<L$*BWJlN6AadonkvuGto-b#KC*UXqI2t)bpca<>_t7;
zyZT<%08{v7J@&jK$AG$A-Ibs7L!4h{Pp|3ZGg)?DlQGm%b(frUkJ$rYJpH~>6m!ZA
zRD85E9iiG{<Hxo5<pgeJOZF9n>B1I8<-z0^?gWGEt%~y9M|(zWQ?RlksNUwQtA^Fk
zCAuovMDer-8#8)^#pj-9HFer1o1R+XGJT-dhL5WXQ`oo0ekPZ-QI`zE*q1lL?|1F+
zp(==<u;s^tdjzQ}l+Hfo9v999K6xW)w3G|)rQ#=Ly4ocF>86Ssh3p;OwI~iRe-SW)
zeXKhFCXBY{qsq}7!FO<rU*Z|v<t$@a9o{9)CBEy;TQkxtGP^wOAKoF1yNn4!@1;z|
zPczA-PItD135MUza;9HLei3!>ksU}K4w_UX`I=3``tI11Lh5<yk?bhEE@NDC9Lk;i
zyD0UdXfOIc*$$}uRhAa709WtNW<|ZttnD5I7)F*BGxzw;k;f~9$YeuzX*)}&Q611N
zWV&K~chi9pp>P=OgwbwgK8`*w?KSkDm^~GlDU2|*v|un5nW>0}|E$$_CmP9rAq&i5
zM`26ny)p9{gZAce(^gumXj=+7LSIL~XH@p)@mNeV1kzu8qB#g<j#Re=iMVn`kLh-j
z&_~{oWesgI?a9x7k=X4nKFj5E)0{w`Tz}=Paq2!FUuyqUqRWo<S{!EA2wG4ZzJl-8
zf-pB+SHK0n7+#K%$VcX!{Q%rP(PEWu#4K=PtKiZmfNG<Wd`BW3B4ODC&2Cef%L`-q
z>XVn%r3H#P)XF#JjX@_v=clRgOhnO)Z^rD?O5rFew9cP?DqOYDz^}2b5JmE1(yv#K
z5DvjNIjQ~9FE}vql0$|@s_YsWx+e1HRC4Xd@ql22+qJZmbyd^vL-O1tT>a~9vFF*o
zl42G%srffBPWZKsN-v;sR*$(*G<ouKV3a0~#LxhC`?-l|a>|U-EeD?j^7~SB+Il)O
zB=~moKhMEilN5a)>s$f%>VE$wzxv$5FbI9#nF;Py%svxyH;fNSYcnFp5)QoE;pNrc
zTs7nch1A>oc7fkstfydmsrmkR``o+rj@LW6e#A+cQ?Hfy16()-r%}Jz7!`n5k#OMn
zdcQ=*OJ%Vu@x3)(`FZHf02)R6OkvpInl+07=Fc1Tj)iCTO`pWsEhhkIIlAoKc%0pg
zU7a8G#$L+4bEuqyU%zk77rHfS)WpThbQkh=Gz_R$4UfZAjpyZ=9wLQWcpd4g?hQ!i
z=W6Et0zDwywR20JTW7q<>!gF%I?!hdTsZ91uZr#4n60UAcP-jRD@W@PZ}9K@c&j86
zNwuICxt8q&HpmIe@uxVZ(AtF-s<z;NQN@U=MP&c8V{esWUZLCIer%gixCEipYn<1y
zCa>T6n?177O(xd_i?^kp4dE`FKqXA-*V}J{q;Ujj^DG=c60L#`^;jGn-(}d$@`IL8
zs+E~jbFgVt#Kic&jsDDVCJlyl*ATID=O5X=2^FefBd*1o_ZR!Jj~4l{xhSo-vk`t^
z(uLmDE$|%;s(xnz!{$k7#*BUS_6{Y{jcig=iq-Q^_$Mqt9j@>?a$aRxhOsjt)q5UZ
za^f{|Y;(bEg^L>Xv`8Ai<)d|`rzGfiz}v|Qlxy)4`W52>)~!MJs|i7yjoPxh*Mxf|
zhUJFq=nAc!y=TA~@}C7Wmys{$BA*${tQ^vWht@u?D$}>{&HUP5(@Q<H?sSkOmpujD
zFk|O6eCO#R8itG!Mtsm;_S2{r5y;)U-k8O1{Tj_`m?ck1#?87)P>}SQ(87oHFys7k
zE*le4K^brkG;eyZ&h#FQcL!f)=ziErOWD^xyvq?IWBl;ZBva?a<Vr<lVGBw6+ZZwV
zD<M(rdpQp1!>9XbB*#M5ZG7L#3F;G9wK)p2p6IkExzwg6pNZuPmehVj1m2x>ez`Qr
zlsm_8E|QMmm?z<!p;hOLChn_IZpr{LdtzBc?WnBg+clLDpHr7D%uf)k)$vX$HnjJ@
z6NKINdOb5&$a7T4oLrBBVhQjV(z<NR=kL)9WF>n43JD`7XzTv|$&S3c6-l^esUny5
zT5l`Z898~>L#764>I~~c4?3gP+qloG%e!ZzW8KqlO=+@lb7x?$3bPf-7srvxxV^T`
z=e97&h0Eqn<>{SXzB-n481T4duX789FZhCpJx5$WWjb&r>`-fSynmWsnA{XQ3~ov}
zg6-~21LbT6797z9aPu2nY)@=%Z@HLGZac^1?G#SNRgQ4VmdNBlZ9qq|BKjFk(v}dV
zl|I8Q>S>=!VSJ&+Hh|v=rkfb<Vc?i0i1}Ln?UT~GCgu-safIljtp;nN-X}#leHQcn
znjauaH`jod1xVZw$O=h|?&J6j9~)|G5v0V<rZ8jt{-u#}PuU)WGU}&seb)4-a>@Bu
zl8-!Appt;)cEb6DgtR#hyR`KFt@9(06%d4bg7&T!n_3De4pWRdU~+6En{z1jTtN*k
zOEe$<U0$ij?$_~x#N_ArXygn!fz=Jgz{@=n!pTr)WUt*6W*u-&?~*DEW+|=l2|g;G
z2}60XD2p5_-ed{N2UZ%QxEsbdN=B~IB4nh}<%Ip`p-`B4@aYj?YZQ#QPFD_Kmr)J{
zuv5Tjzz%loL=<FrgiAl#nFs$OV{E0bLF&$il0=DJjsQhi9$%>`WOXAo-?y(tA)&mn
zm-GnWAU7dkctlA`k78cSE2I2%N=aCZp=}zolZ#$bE1NJ#;(9PaBd)|e`<A&CPtEI}
zFNc2L{rqhw`hRyh#6iaTkA2GDzux-oo2~yVdnT;E4*UGi?3u9sd4=@I`L|88f4xEi
z0@(iRo=N<Y1u-W^_Y(S^_izSwP$7ZY3Cw%)upgtt!vXkL7*`mhFWK14BC9IAy~OHg
zHOy4$i}Gk`qkNXvICMT`UJiV8xZZTJ8Ffn&6nALjrfhxML6(G@vP6u&w1h_*j$nJ2
z<Z^LvGxMXQ<U?HzMvQ8>e*~Y)9TD`A&I_+QEhQnnH=n;FuvE19jQ64FgZ6U}S|mW_
z2*Y?w7FI6>Z{5GQ5~F9!w2LeiB`0^e(j5MrF*v+&xrm}7xV7_&&s^>vYu^@cyW}k4
zYr;11etmJ#-_3bG8pR9>3p}=XCID2kJ$5<>xc3!^AcXS`#csZ|;iWlby1U$RadGX^
zF|9lIt8sPX<*gO>TFqEqGmZ3u+O&7ohK0lJ9NdmE(e;$nbnf((+tR#Ujhm>-GOLTn
zpUNFSnU2V8%B+;+#7xUFtB)sqf1(sZxG?JADQ)ty?af#Po2Tkn2b6}?^Z0Fot9Z05
z=d5h&Ard9kC;`c*M!8|~bO1I3q^h`t4iZ~A76kLRq>^YA@A}qvB4cheyY6r==K$8J
zU~&J*sB(p6=-c<BLp#^8@DYh(<-Teajar^kzN%5U>Dh4wx(K;2*I60Gc{2z&R%+a{
zGWn%`<6rLPTxP|Td8nny<DWj2UM6V><4(mGS}BM_EtR#FK&TF4-ocj4RY^~JH_aSC
zi;6EfDji?&>T@}`w`ZDU=Lg3J>9blb@ypzyrku026K?4pFpTZ4MHluNOVTu0M7lh>
zg(NX-XFc93y)=AN?Lv~jtTCMjAicAm-?VE+DnCe$JFkD0Pq6QX5QlivHet*@;t8al
zM^>FnKI=`iVXn%L6LM(Yldj1KUXFLsvGVS!U$bN-HIDaeS`;mr*w{|Zax4%{Y3?%4
z$hlTROY+LrS-YS*t_xqE-ZD8lycot^XkBmdAUBVHxyhGIaf~dcimFXs2P4bp{7x-b
zft6316b$Q`XCB`aPvQ|a9Fsqo1oY%Xb(VJ`52<Q|@)R&AZ&va@3+_IV)Na#uXJof}
zE^D{LF788Ov}ma~O?MnWLv9-7s<0cq^Mm{ArDdx2DVygj#W-f+IoFPz7JK14+_1Av
zDMqhN)9WE!ghT_#9UeSPPY&u8WZAr#S0iX#*oXe+$6kI{mf1j^J*BxZzWBTWy!1K(
zg>hyN?0xtjaBr}*D8D2+Lj}7vl}G6zyUbGU-^{A`ATT!)=u>}ij25dqhXQ|47!1nc
zi(h=(;t}hzf`yym;r`?LgB^4j-t(*)gPwGka;_0HrReqS{AblKa;em+Wa-1I+5DO4
zmOUKm7$Fdt)2ofn5d6Co`3ChOOHysC%8t?lUYXqbc_)O9vK9r}AyTbKgSmCC<W#+7
zw)4T=nkvsI@iMX^eej1G`~tuJAU63MTD_V9=a)Y8X$HBKCwzWaH)|91c-}W>+X++6
zV&30m*O$ER4hPp$rb|LYH)NK}7<~ef4mv8k51H)rS^Jyr(%t~@IQPR5m?(V#+UuIA
z#zqLNJOtj$TyeXRt(IAeZeE1NDVaHlsmyP}BZJOr9d7lEB4%E#${K^T9EGn<0rj!g
zCKPC0H9LmxFxIqF>-vqd#?k-_4R`j~PvdmDszg?H!>NPW#g0~GBe|^ulx^+35~`}o
zpXL~sQ~)21Kl1w<A#W6q>idD8PflgHOPF)=yos6G)U*2LAD?MLJT=X=SOd^A@DXFZ
zPb5;c$)KNC6EM@?21kFSo0m$+DD2gjmL@`{G92q*k*cZq!0<d<niYs&tsNyIcPSS0
zqwkxBNUW~sx|L(-ZAQMIKxIx2xvH%~$_*{gvo&icnn8z|Pfx8@(ilRYUV~xUoMGNy
zVDto*P7@Zt%L(jDE8fj&bW>W;|B-J=o%z*RLnq%Uks&$2LJ=JT&5TWO%>?b&+kECJ
zfkoWV)KDzaOfA4XHG;Riar6pP-Gd${F)SSh>-KdD4cG*hHMEEGNKLHXol{^x0b$3T
zN?(KEU`gR?_?yR2)|B}DxLI!vmGewB96K`e{f3O`9nEEWe!hNEHw!&9(QJz2CJ#Jg
zm<QP_N$KSt0X#}CAm4E1Jhz&svi7SzW(qYiAAcUDW4+;9uqLppaGd$RKcRm6<qG3f
zJ$%mdPKTuAH8~B?bWD<{c!Z8@Lnqes^zIU)WGO}MQK`q!cn8TYVfL6{hk;l8%u^C%
z<=Cp^yXI+?A9^*tVN;xkYaj7Gfu|FN+PVhg+Q;U+5<~72nHuGJaT*%;MLHIdSL{eS
z0)Jf4K3}fH<tIgF9`!0G$WcX6{)jnlPI$a~`(yb#nKtzoG|l<+p^I7!JD~yG7snbQ
zeosqja<bGZ36SDizw!wA9;%7MMdg1cM9osFz&TbxQc-w|VZtv-DMXHAHR+U9BeYV&
znl~aRAwqOQg@0|&S3RiEEB96;!Ra+^JL<CplRQJ3O!$O7i7&y;WJU@ZX;C3nd$8hW
zc{Gs{0dGQ{$s|{0a``LlDFdSvMyd|XNz#X=mtT)?4~q#AY+AO90KUHqxsH^3`zb)7
z4;9pR+7QCN+)--Jv=($|9}zsYYZ<#Yi*VC-&)1+4I&&`@Ak_j(I$~jJ(=Ns_g^yYb
zk80(XjVY+!(=p{~7rkuH1YK5XVUALQAwU&@5+~7MH}bg`rM3L?a$C1xOz+14O;L1J
zYJbj}s3$UBOfdwgwNi)B=c5Vhc^EgSf|4G3|MaEm@rCHO7m42wPyMSyLmYoQH1r=%
zcK?S{L#)3Ji2ZSD=wBU}{l_=-e;n+79Qil7|IMkPe=g|1KlSzh?h$9UhxgdOs4uH;
zuIOOJEJMZ)Ii>q(P%<`7Hf~7sUwyvM&c^zPy8m&YCP_;&jItVYp6GyN3tsUi(kCst
zaa8nk1#1HUrIlz71I2ZDj_17=_Z1685mu_%*$F*-+{d7SzVrN?!tEyW#&>n*wF-Tz
zgQ{EG`9Jz<bt-jSzt=lOkCr&;7)2MXFdz7RJ;d{msS4QNn!s+NSKYrT)}i=O@AS!6
zeT^NtNn=XF<+MQs>~b2tS5fTsW4orL>9E_MG>dI*VlLXwOts|V)%8Sow8ZMkMV(Jo
zvC@;p_2}8865mTgGJx{dW)u9{c8#fS)0Z`Nz)}k-%(1j(kzNybKU{7F?qn#*lIEu8
zs>2UQWSztGILu(Bk~sV?UW0C{?;Dp#H36hwzgqN8Szd&Y4!N$XjIp!m2vy*&Z3oSF
zc))CH#)5X_G+kd1Pa{<Y#_BdjgF4`K%3}Rvmk3G{E|5O67e^rBy8n2F<yAMS?Bhb-
zk~JTMgqAVhXJd>4Agz`s9HLz~r6XA)AH@e`)}(&?fIlA_5Ex|*`R^{M81khoDJYXU
zt0HVlPvQ5ddKO$1cJptT$bsyKg#gt-0#<5bmo9iLwCV^B#E}xXYgq!e0yVofK8t#6
zS$r4;G6Q2Q8l!=ESJT*numS(&d=_zpfpVl0=*c&QinXnRK)h}1^B3$b5(iK)07e5@
zGF144*O}CxvGX)-nh;OSd3m}jl@s66!DRZAVXXu?;@F|W9B>N~Sm`byVw(9?WY|zm
zMwGti5KI(SFZ>o4{3Ps^UiDL6<AC&6;3tNiK9+%DZflsjk*|-R=01nTgxSc5D4P}s
z`K$UKq9(qewDs{|Dc&LzgpRv1je1i0miB<uj}cb4NQzQ-jXlqbX0@xy)%XYeCDt^c
zrmmv%%?rnTyz<efqOF^hJ5JB&Q0~J+a;XRS=-57|mXB-@a<Lx7)3pzfY)gNh#pi|I
zA$<k|+rfb=OK^i9svtVPmgG9o=A++1M-3(yv}G0K3(oHgQi+cunNCU#RNo*=?JNwA
z2(Y7P562%Ao&DZ7^Ogtza-u_6XW?;(!d(rve;exN4~;brq%J}rjz{LrYFkTJ7x3AJ
zcg8B#RMHQ?!j;8u@_iBx6<7^yOKFW&w(X0PDEX8OomJIQKnEXW8UU~NsPG9+A(R{d
z3DyGj)ss(8=2CG4H)1I$%u8tpq$U<PT_VN1uHiXu5rMrG3=;7pJ;9^BWEKG!dT5-V
zKHbR+ln*d2vX9Jf;Nv*-xN5*V#Pqh-k6^j7IS1-jRqe|VW!Qic`R>AwrQfM7s<c%I
zI_au6yf?P<dmBe6dEzT|Ni|9nIT2hkWTbJ=p;RaGBw^zQe;ETPi#C$IJE}z37PD!G
z0R^DpI3U6QNydfp(Mp|+NwfpM;(O8})!o22TF(=d=j21KM4Yb?<p-WYqXn!<tEO{s
zo&pj3qMqi^Rk*~<=mAaV3Xn=t#gqxTX2SVxMCPuVT;WP~$#%c01dKB&z*7u!L=HTC
zqEfkF157%xvYZy8Vm*d_!dg@{A4@;hiM)H=KA$_%5J>^%V14~{z)&=Y?gHH`5MI>@
zIvrVMhhGtx^`-1Y(=fF4L^%AVN$>qAf@<C17nBTnoSyYrs_;!JYyvUiIi|O@2fQpV
z;x>7r7h`F=B^FKUoQ+-{&BOO$CpxJ6=n5lev98y8ejQ1D?FUbcnIRYxCyqA08iWt?
zt+yieRS%#}Bk3orhz_-EC^xh?Y<;HncG%`DC9IQL&rTIKS-Dn*I4+g1D2e5|8Bey<
z^HQUqVpm25(?Ye?TB_Rpmsf+BsP%q$Tr}^TR~Q<czIz}=&&S#!OV^hX(kj_$L{qF3
zC!KBfex?v*+iPsv?HiX*Te;RIjh-hk5XJtgqeeb_++U0ni%;jGk^6HIOH2wC^@i5<
z+G{Nczas06<9RE|YSMFz`ZknF6NAB42b=PZiyj0`(r8{aq^NKGOvT|6&&NH}R=Oc9
zdHWPq^gB-FdttgmMhvl*uX2Bmz>9TEZ)Ze&@#22b_0WZiLZ&lAtz|$77=bF*q4x1Y
z=0#yX5)MB|G;ttVYS}*|rNZ^q%OebDVMp0yrCy#VzDfQP$*3$$N;mTle2lpCw`L)Y
z_1r}NsXfSCJ#567&L!azqQ%QWX2vBY`zRdT`sp*<+dP3RD@r#Heet;Eu4D{8az&#c
z*>(tvo<=40<|e=CEa?hT>@8r0bRztC!4$ap)_+U1*C)Spmw`*26sTV2L8H{#I3>2!
zq(1QMYu~vx>8aaTbCuAdyC*{sXy~02+QRnS%m;r}y{@|RD>eKj1{Gw_>&5Mi(0M=1
z9QOrx&jD1<eR>y8A501v_I(DWjW(%Byjp+AukN??4vld*>bc`dIB|Kp?}(+tVx4<4
zzk#4*!St_@k7NqH<1|3p_2ri9K{K)21;NLti>xDY*i+Tz3}~?#NuSF2CK-AfIK>9K
zG<C9mtZBWZHvZAbw>B_fsTOy5tWC-)MioP^#cID=NXW89d?=c=YnO;Wu)>a=L9r5j
ziPGy!p)X*AzbiFFVx%v1;4}re_WH2?fdRE^BB|i~YGdCYZuV^B+mvc-!Ddq>Kz09g
z!~~f_UR^M%v8l~1wd}y;IitI0p@M){SWwxND!+9p7sR_d3#U*NLxoTC4^*P?Ej;F<
z){@-mSoeosH_QpVZVBR?gkfm1S#QOp7?Q{xC7`z`k`Pf^tLZycF`k*F0?DgU?3}Vp
zDdB#puPJc%Ogb(*$adH3ICUJVJ{v@_g;=<8`D<K88|G9uVRqTU5{}y3wgJ^rHG|_6
zxw|J1f}(dcrJ+FuJu77hN|>5*>0+)QeiEjMvM&}QYxx_?2GVs#I7Ai~q0TKo9{uPk
zxnu46t~YSun2urMfc|2#v#Z?WAz+2Vx@XCLhQ#tNzT@Kg0|~pxUX@mp)G>^$XQWu6
zhHtCE`Hb+4@kkp&!V06%-#L|Er{RGFw|+<7u`TP$_+<@&?Uu*RoY<B}srC;>sx89B
zHu-hGQ)qYGTsK0o!VkGC5=rP?jq>X-L|s8RXcj4=N$qxAFPQd4h#dK-K*zcEQLz`a
zj$yp*n4mq-(3_+mO#u`tZ?40lUoAOve0r5qC<N)KE+kirZ;QL-p|ESED#qI=ngs45
zQr+_47>aO4PO}yM*s7j;96Sg37{tQeUp(%TGMj6UkEIH>m|EG!wP09WRag&oe$#OL
z0Z~BcQ;1GsIAL@{Y-0`5xZ1QH<cX=Bax&_?B#Lfu>7UJYnXiM2k<j)lOJDhNWP_x1
z^hURs|7Lki^)2j_r|0cvg6xvV{gk)o)mihB_xWZ5>D_Hg^X);7x5qhHR_FFM|9V|V
z`y5Z_=Fa&V3%|3QQs;K-ROims`PKAUi)WusF&O*C#ny}I?kqf~VB70-vki=Vd$#?<
zzq1~Li87`>43E8W;Ls^<L2E6dU+VlYoi+wB<drE#rLZJu_*-Z;LF5q;TMTWHS;Z0j
z;Opv*mh&>cLoevV!h@PK+9|IF!;NTW^nxX%Z5OI1DzZ!}Dr()>!KIq5=lP{uL=5K*
zb!;(b@corvnQBLtbZh7FBZz*$P1@A5yyOg1f7xdD*vKP;G%&f^1II~m_@G^Du7|g{
z57z<7T(32_tgUkglURE;+?>bYkdG#iOE<F%^2R1c3SIy>HKdb@!i;fzYfU&DzrCtc
zhFx3B&qK7UD0n(R*)tByeWeUlrTLyg`g4Y!h%S@hSE`<ovKN3DGD+;8rs|lnlAkFN
zBbK;&>=3`P3GQ*?wmDlY%^U{0@>QMT4;jFPza_oo?eL;G|GdndP3;4olqvY0&`H<P
zEq%<W-e|$Oe8?#0?_4p250-XoxK(r!JO6k%pB@Ctpl`_V?Q*%hq|{<3ea+S(X>HrV
zd5g0+B5J^!!YqEgx{=9}435dXv|}5?2d_(xdT?KveOy1Llx&L1$O>?oS(lu2ez$)^
zdF{~~!CYGJ>;o#;>ed-N9|#|ymTJzX|51N9e4)2)d|2U`EJRjr%q>QS5X?~T8kxc)
z=VB82=^!M5>vH6|zjM_z2AHwrqLuttlfU_eWTD+7@!N$S(J$h<<cJ5ihUEuU&nBh8
znDWj57d{;ap}J&7j*jC?1xlT*8GRv$*vdy)O~)}?$CRcbOZzBYAW^ZecgrPf?rUOe
z*x5Q`(T58zrZ=Vb<u0>);R$BI&`EpPcb~`OQ$!N>)E{{j6jK!xyFE-^Qs<yk|40MN
zo>y(p=u_}EHzqlF|Ds)Doz#GFiB>K>5U=J<LQxMrnl`kZc{D78){jNb>*pT3uO>Nw
z>l=^pns<{NmWVo!cv_~E-Q4rH&XksR^O{n!FEair5}5q6dPNciMrFdyoy#cdkyF+5
zQ!wZY^#TRxVTzl4$?9GRXCdDE8;6{RqzBy#m=+iwZ$jqxa^;6uXx(`r(mL+^A10b=
zNO?3-I??*AWf^%g7;k}RfB&X)KRGAY^R7?#qOem^(wlH2d_RsfPBzv{TD8mhN7`Zg
z(BO*MHE$8kwzeC;C>cUg&d&L0`Cis}MrW6cHP&EV%wjk$(T`eX)yYQ4XY$kdV1E7u
z$$ha0DYe}oG}{N-dgxwO_`?W@ub4fF89BO+FVo#Of0&j*A`5RplJt-MheJBQ2A;}z
zmuPH;H^%SAkwCr{_mEZ*b<Ri|X%8E0Gn?ZT6QCNgb(&5+j=EKGn=Cqkv>_JCGFgxy
zUB^a)#5Mi4$`uz6#0x1Y)>+{4_5c^_k!VMH&t#H^KuOowJl-kAOkR=z*ZnWb-U2F)
zZdn@+5Zr@%fCLHd4#6ElaCi6M?(XhRAXo->7@QCY4g<m6-TfO#&OPtd_5W-2YKq!c
z`>EPh)ji$2llVtap7l3Yaqi{}*7sJ#-v(e|X}sFOT1(0XH*A|&+LOCA1ekc3h?`(g
z=q4nMEtr{|R~pvX{brBJ7|VKYoqLk_Am={)LW3=*$&u14Tb{G$%#waVQr9#D49eL=
z*16NOut$Zae|cby$=z~4%X%j2G7g&6e>ULeg!bV-V*RK3&l)S-`j+r0=L_K3i2<hn
zPwGmf2`9#rE_r;y@tQBX-xsXmeV;<Schh)G30v#<ZA-rKe9*G^v2sDWgY4D&jGxjS
z6t6A_fD8~JuO^Sy+g@w&FOSQ9b@7#sHQAx>l>R7~{#80N#n+!zdaL~9j{uAdP~=>_
zdr2T4ZOKix$?G@fLaQ8r)N56w#E73-@A)V(_;c_9G)MNP&zdh<57*9Vi|Q3A5pGX{
zYc`TcqFfo^wBPQA=nZERkjwdfTPoqounA4IAz|9-*B|~)KpyTObDNf0bI=#6{MKSK
z(~Cn4b4W6s%XBRY9oiw@WO&w1xQ8}1;l0D@tec@oXC`f0!U#JqIl`vVK<53pL$zMC
zjb(8IdkVBuEl8l<(#DL~cv#<^JqhnBDy|QMhcBY!;JmdkpCrpZlLHnW5K5@&$alnP
z8%p)rDy~l5Ig>-=Jfi0FITUO3S#ans;RX2%k<VS0&J}$o7OKoxY_Z8XOhAUPspLho
z{oF9Mz=uT&+?xpIP)R&jZ&fFn0%P$`KS0M_4r6Ex`Dh(0m2`ct`SC>CLHLZy0cE15
zWT??Lk~Mo~M_tCcSPt`?g)RE5{_P4|oMFaLRj>UbnnK}BQBE1SPoe#M?!DUq{C+oK
z5&LLufryRg5ld^nr>(sVJ#ldcZW|ox&!x>=%sos%iqe@$nx;s!g$zb3*!#oai!`R&
zTh%)5!)QbB-fQ75mLx*$fW0}zkcMI%Tlu!d9QQVX3wIwKP!8x~%W2JR!BvMN8-yG;
z<&@D5?vkxqB&U6w-^&R+LnUez71OC_0hLSzix;1XtO9R|!9Sd4)g{8MC^XTU_H7d{
zhZjJ`7H&8HU^I8}>$w)A_|;y9VE}3V2;n2Ke$e%>L+LgM^iB5(`_xPO>3olbgEfYE
zi;*wmXXIU<#9CNZcJHL~u882~jI;A1K5I3&w(0`F)^sZh{Q*<c3D};M1qS}%w)F1e
zV84|qpHqARaP(5TTfXb<CBS1F30BbE#lv%<Ui2a8ss;>KzOF8~X-?L&ag9CPde?X2
zzDRZ_J%avli+{1VB-H+Wk7SAMf0D+15!{VSzgvKq3f9ZO3*d>3$yX^~?X|46lIH7X
zDK7v>{+f>=_cM{tJ@Ih6!f6{wb$bD>7V=!}Ss2u3y>=4*t?tj&tSdlBfCN^ZBhb6`
zoNx>PPyjyC{h!8T6ipO;1`}2O;om)f8wNLjHimF-uc?RIoo59MD_rdrKM(t_La+gE
zdp|h-(b7w$zrwxLdKON;ALfs6IShQ_=X;iu03XDg_U}Ho7cm6s;%N@4*|NrcUWSDy
zJ#r%k7Cd~mVAX;fE09Z{@0A^b7@p^*khSCe@a1`sskFZ=r|8=;;(wM2{ZZeG5j~qn
z$_qMj$0zRpLPs|mIXINx;rhsry2mAZLIl_@`f%G2d$f03toziM=a$G7vNNk>GS4A~
zFTelS-!S)kdutu2rtCz5M7rCdNh*OOiv+^AlJ(FzU~-c{C_LE<k>9{4XMrOa(-hCM
z?~#Ab7HKENjP5%2!RvAf_wy*_b>f2;`|=Bw`rzffjQ08bAmeb(=du6Ho24)}#%A8<
zG35A#Je;T868!#L)og)Bp0OtuAbsEO{|o0=`H-N@bP*edZ`JrWgDq3Rx~$#zLGp7&
zncm&XYfZcTrj8kp$Sj)|Yg=QF^II<Y4--p_XJwY}i%+FH=wDsHO6x+(L3|S+x<)xJ
z1{!UqfOeOdCv+f9AigaL-*1RML7h`_3jUAx)!A78+v}YFafg<b8T?xC^Bxi49aP!=
zuRFBtOspLL`2puFZEe6pUz{gu?33MN=Z5FVD?#60?oRqh++brp5`VAQgO++Ub<iiH
zw>MXsy%X=L7g-k6+PBZK21@khon&hyQ8eiq)~0tGogU9MrJ#X($uK@!bX(q*bPK2J
zNA@(vD-H8MS8dysXDaG6*X%16HAt>S9nydg)28ip@wNr4IJgd{jZT`cZ1|SO?MEdT
z?UeSg_#{{nBIERO<(o#$7%5_JTfcsugHIavj$BLrfNxDiB;dh3`elteH_Y+UICq2J
zJa<E3Z29BhS*~9)<%oXnMv__XMo`~xUYnaAfohBt_&qo4J;U;x?<>M;@=}iFg}1)&
z*<F`2&X6o`B%3+n?xV^HTnRymXFaH!nJVFTaNpG+EXYEsnfhRB=mdzhCDjO6cH}as
z0>Olx$bciotrBy{E9<0qGrRfau;^c3vGMU>Zs*1p#y=p}4zb_*C3_V3C5v~(uGS9v
zKDi6=(45)nRSEF<L5SypXC*)cJE>%zsA=ruzRSoR<y>a!Gakrf7OBa1mw<|UED}<)
zJDU@kJllfO>V8RCun`BI4TPz)UCpo%6y1pAbl!$?ls7ElD59&Eqfm!By!N)9q4Ykl
zdQw#z32rOWl}o0i@Q9w07z8S16hV~S<0;i?`9x|V&aFed`6%Z$?fKSve|{X7iP^E^
ziD1Eajalqd#<q-zw!od@h(iIB8^!hB>rEf>(@}1GE33p|k$ruZ->>X>;OEf2vbH9<
zF0-;s?~&O@_+=wa#b00cvM+<5I)`QAjFux`=$j?!S(Zo;Yl^B72<?o+iE<_|^+5|L
zAZCR@dako9OV+IiW&}L$=`C{JL7_x-I&>{ZNt%+u^cS+&KN^mug?3hL%dj%Vc=YR!
zrd=<kZL{|*5AE~1b2$`KZdzl1DhimW$wwptzqR$~i=BXZ7~1J}37eheHP)eE>NDEJ
zg@OD5^A4)Di5Xch>!I@oP%!!ptY}uh?ZPqJy?xYGQ)6xnrbdKJu8*C{6j1@`AvHZz
z-<!?W=kg~}I1QKzVGQiDbi_3gzi<8M@RjD4)01Vic?$zd=k?55ZQ``3#irY(YUyc|
z6_=|;po_+UWFmS$VNp9n7ihq3@s-W2$`DTM8<VT3bMe}~21OrNeHyOm7Bf>HuR5e<
zR|7c)6iR?-B=ix=Yh$4XGh_|Q2owY_ir?JtN$AKKPjq?7D{-+2`A~=vgSwvb+9sFf
z8Dp{URA-2tj4|c3O`j0v49g0RXKH+s4t_~RG@3qrFioB6<6`^jc?tLu&GkbyklNqx
z0cu5WY%P=cY*s)nmTO`SPT4VyxIe8(YsdaI4Xr!jQw;m|i5Su_UIBVQIukzA51JlC
zS{uA5T#Nu-gqSQOn%CAJ#0_X7rt#Fw0Pp0=GkK&T2Vp5k;%VpzH5nB;c589hGX<oL
zX|CWMM^};D<wi1v5GgY|xoSUU!BCC~(W4CK2c>4hd`?TlW}?ts5z)XF&tai9F|vV%
z*%Z>~_!d?nBR3J|-Dy^wK8qlPH(dxFsWBt9RuyFU8enM9uLgd2tk~7nv${<Yh&CD<
z&{JU*<3*6rFBko2;331&M|NmH6RPoPJGb}siXP3ez?Wc=vT*~N4mmVbjjZWe1P8?M
zrH^*SDq{$ymTFnpjQGXwX4rHVQ-Vlx?-RMzBCwf$<hY?hbvYL>cIWTQ5w|d3L5Wdf
zG{I7#P{@ffn;>lCk+(bSrbn(1H(4^TLclB-yvwQSHR>_k^*d&YXVM)t7#vEZAa8Qe
z$&9@APEj^sB;)L>T+SMhIFyN{AScF$pEY_Xd}Rg!r6Km-<hN^PIua5b>Tp0D5?&rO
zk_1dpI-VMr+&~euj;t7mp1HC{0N+Lxa-8gnbO63YlppNzk<mNU=t-lVfDawU?+lmC
zPiCgL2$YK4&Pm9LZFDn9_54aIQ}5oF@{!{eOCjQJ({Duus8HfFj(V;Z3PqR>gytag
z<wULz&{{LEQktF)NMtLSyQ5$me2Je;;Lnb{9@tKcJbXDdapEZan(kyVc*jtbmVh3E
z2TyG94iImqtdWI5z@k#9Ug>JJQ8*ycha?;kMwie(AfY3J^^MkCL6?%;O#zF7+}nN~
zOvy6)qXV(USBAnt`9Y4CoXc5mo4uosY6;keerYFh1FIglk#rb_A>gMCe%5kUFzfPv
z7zu@ENjE%lqfK}mczv_H-`j(NE$&BsDtO5BUEdxv^&Lss_-a)|fiKIi%q|<5F6QPC
zg^xh}xT~Qe>h($rx>E$+E~_vFwNN9qbu2RC5`Hm#BAHv#H<hUuXBtLCJ$jpA<-XXw
zRVW5_FkQ=IklY196R>m!$4g0}Ror8~aU<I+?}bdxX){@B(ZMfa^|3OaA*p>GFRe}e
z@^*M-LoA}7y$B}k;KbkT>)9%DK}RGJ*iPq%-0Y1FJ`Jc)z^MOngiX-M7ey*0tMv5?
z3sfl%Le~y;(27&mNWjJ*>v8K-hNaWP6uT12?A|r~;Aprt#+(n0JpyMx9G1|wRn;0R
zSoAuAg=Gx_o2C5cB`!l5T8c-&b}dXrk0pJy(1s|8Y0k}jAS@LpEepG*`lls}*wv~i
z-FGgq*C2#u<N~FK)tlL4E~9fcj7x28Xc;!cMBs5am<`q9woQe0synb5FgD{bz|(Mz
z+>@zhBa_2Dj~(6FwZyv+91A?LnsamN+Y>RVIoCEc5$9l&`*5yh+AbdQmQwf%_lpFZ
zJ(18As!kQNQ-`B3##1**b~`^qTg)8zIo9m<ht(Z$+H`t<zT17L3w$~*ZUEmh@VWsJ
zY^hj19nDRE1oEMO``oV``M3yRN6p7P+>Yg~od}XH+r27=<z#^T&iA%&0YVG(N-%{_
z@AB1zJ$e;q=#;1o4thqw_BagQuILXw`*7E@0}fPFx?&%j%+e!Zw>Rjaf#R<2;jjmX
zL=+<`+q0Bq!BxLWXNEIRb_xDrhWv8<?t#p}87(40je(3ieljCshMtUjZ6+jQhJj2D
zcFc5G%!RyXh0*kSXco>kbo+&%dLbHz1_(Bg(TO&ZQn=g-z<G6d<_a^V?quc;qv`F?
z08Y2zVF`x07mMss(ar*ETgIi!#G}m}@|^9AclRYh{Zi#a5lfl8OY|>-jjZ=}{w)1+
zFElcG*1T17lltQGDDO-MWrv+7!_iV$q6dEspNfGKYDykWeh2oS1Z3Pp>i<E|JNyKf
z_3$~k0tbcXsce0J%$a+Lq;Rz)a)`{cgk0_M_E@HO6KHve2mpY%#H~xN%6r8dD-)*|
z<~O(1o?hzh?N&hJy9GSzY_s!q#jKq^#6v<&Vj6}c#%4K*JFesg6~3PSp9JKG#cGSq
z7ic6jwvmk^!>)+^!k#h}xMO(z>n5ffRi}NScl(hI^)GeFOhUM3jpe+`!Pi~gnfuJe
z{3?sMWBPK=X^PLyw;3s0hDu_RIK&)N6SOxcBhnQKHxu7Ji?{Jb$F`Y<Em2I83v(o#
z*<LpiQ=ZlRv}D+E4caBTf?$KLGf*{?tG>~}Y5@#WV~&A`eN9cX0{9|qV7N3RYYMrJ
ztY<gU(COdI!OZ&SV*O~{a@#*@yPmrJ7wbEi6@`}N?sc_yVf~^?LZHqPy+yPl;7G8|
z+d&dnSZ8=o*5zyPI2Coss=5NjVMN?&n3z2ORGLle@^BTnksxUq&&BN_Xm9S1lFt5i
zm5_CFaa*6K61p8(pbI#99y@D)2mrc@Iu#3*Yiqx|xNZL{*`HFP&FlY><*ne5>F$NP
zdy!$Fh2+KuXmD>U$zzrJndhpK7<Ok+=$b#4An#N}zyL;NiON>#$CurUg_m)HL*<+|
zL3?-qA()|X1>9H($OWh)@M1`_X}SQCzo=Z?R{cwy7uMC#O3exJs+b#8&&uRp$lr=r
zLwMe8-dYoxV4nCVz|uTS7%5=uLIuF_ziEvqCduV>Q2F0Jp4C1tU)2o&jl5V@P0b2u
zZ_Ci4H*}cu_Tu(N&CRgK%bES&{lT*wytEVnB;eux*iW=BAm@+OtUWi`hypJ`Fk;V5
zL_)a0)pRBai**F@-5+|78+8C23rYA=1%-s+rlM($3}WGw_<T1?rp+h*JpIE_r!fDL
zNcVaASBm?`dl#0^7Vx6Bx;&M@?UzZv6u;;V5Oo?HisAs4?DvZw=m&uQvi$q^IDQh4
za$nqn=K^{L`$Zh>|8L?vC7xHsE#}6vW%@tB5mySZ|0WRPzEM98e5gWSLK~MH^%vid
zL2eV0Fr^JJ-H(a74~~@!$L2Niu{!7QcPzamcLl#%1!o7hGfL??^f*KHO!WiiiVev-
zNehKZfOa|2Q7|E~C|>tJy?(d;z!KvAdWX(u;lm{HJ>^i=|7*k>8tTw4jjEzoXf&c&
zQ8}5<u9DO>%etUbL1D0D0Tt++!w&e;8!K13iE}iusr?;yd|>K+7u?wpxU-GBl@u`7
z`k6a@e+%XgV+nJgpCDeFpYf|AJ<GCO{0mW=X+4`?>!~Yf-puY5R~G)`xh1%QlqynF
z@yK}un3Q`VBeR=<*zeBVv6kMcHB(i^`%{%;St7iu`m8i|Jy61}2$TkRyFDB}Iqt4K
z%Ikiq%6RHm7>wrTzu~zluRg5sAu5b{{}k0Qv6XpyQ1wXj5eFgzYMZ%K>op-t?o;TF
zXh$9F(4&Jt=#|5lSK8y}5xywq)jk|2WVyoW`|&0^uN@^49xSFrKZdaO=5$6|hW6^q
z!k^|ugrZpAL%IRCr>eJP8B<b!OTGRo8;>Mf4Jp%#L)7~QIa{j~V}Y|1s5MV@*e~@o
z3_l@w4#4J!Cm@|Rj8S`t=#AP84xJS|mqsQS1G@qHa__JD1<j-eE@)nxRz@5mj;V@Z
z!jVJB3dJFPBr{4R5Nv7bgPE=9&#p`E4CFrp_Z)kQo51mft(a@*WN&RPU-d4VD{gWw
zpNAqio(evsOI?s+HzGDa3`U-QDvX~$>kv2!L|-Hxa#={zZ^`*(8wehVx#kZSZA|i4
zGZ3>!%vD&#lrZFl0>`^`lWuV21M@<-{!IYU<|Ra4LZGyu)pIAQEDvAbvUd@X%7t)E
z=pwA<Z_0ozUe;6Ve77}w%4M*t#dvR_`od=Rw$jS$-%;;?!y33Vv@?;VKPcvE%D5zJ
z8k`0Gf(5}!6k19`2A$9Q(5Pdu%d)AzPkQbh9F80RMK#Tyrq#TFG5jS>k)w;??U$9`
zM62A-<!{i*4%2E-{x<j6EbrEZHz02%UCrj&vrAJ1m=AMb4yiv*>_2Gmes|<6%SjHB
zADm7x-W#mGFrK}wemI=OAr-}VQKHxWYoLfO3E~k#soG%47z0oY{0}(d<>;sA76M{m
zxy9zUOlZE13t)pI8lE^%=D9d@dvYg5x7ao&=sBdV;q1;CuDm#>q}xk1*B9qh($4qX
z0vv_Po~wyCT3ieQrWzvB*CuyWKa~M-V?dS{6fJLrB@+XMSIXaFT!>1Hi3Cul?22&6
z*_qDNqc7%$*JWxvoLXL3leePhE0*bcSF~HhaEmy8VF9Wv{lRM+w0rlgJxY!<%L^|s
z2Kn8D;6gB7q}+A48-Gi|x~gb@v4+&Of3kGJ4oigu9-urdoBj?L!4Nuyih(Sg7@xK2
zGv&6+dru>ib$QqU{iXKD!-KQ6h;5A7MX1V03nwqW_wJAHS{NnRE#L8k8O_yLkJR(c
zU6vnQGMd+iNJj8!D^)*OA7Nw8=~#Qz9Zc1$R@_<5Wmwy?d(3Vj)F##?b4|T*)gYFX
zHr=kXX!}wOVmkNyPCUacaPRn3hxoz6XZUdFn^mzTx9s)m(v5wbgPlNBbm)yP!_m{_
zRZez}055&{{bl9pto~A4>-~W}#I|nqtyPTel7N8E+3D%ZPDV<@h>zRD;IHvCfG*I-
z+r_4BK{3u_Ln`pT@uF<Y$MgF1Ca1wd_6g6r&Ew|y{v7M+W}=0J|KWtr`QdPb1f0i$
zGuLyH5rB`Yw@-sx<o=WA)#b02EmeUw6Vw}$r%M#N*2m+`jjV@<$L@?LH{`YZy){Xn
zlhX%)K!JRY8*0}5@p%ep3FvdPf8_H7|Kxpng=4D&^tw5zd2+qD{DnG_bKue6X(Q0?
z^KdqivvhyGcW2520(d{%9Qg!^?_c0~|K5-b_w?T0C_K8!ONnWJ!qwN1?ZuWvhdmOw
z`Y}2&bIDk5W=6|;y5Lj3U;5!Y`q41Udk+e(E0VS4+E4VCbNencM{TeJ-!k^6MvVZ$
z6dr7>vt@bI(r>H;q~9e38B~9gxy1im{Ye6Rjwg}zj&BQ2+-EB^5=xYzOxQ7EHkR6)
zG}4jXoHp{7-JCJXmKBaSzDrY0Xkts#P2gfrGfik>PqR(n;z)BzXyQoosk!0E_#aND
zlBEZxkH0pTtp5L;c;DUZ0)E$cBc1%ZPi4!#yov=L`e?fNoH_JQrs&G-Thos!8CLgR
z-*Fzv>}Bq_Wy7%7Ey#5t7|;Iea5I0b_634SZ^oAHj`;3vd%yn-*G|G}`9R~Wtg>HP
zKBKHYkdA6C03ZHKyth40k#>iQg0?q4+CWmgO0qSzKx*pV;w~*A{Fm)lO@aNzPgNem
zy@$wHEgVXJ{xLRduYVW<_TFp$x0A8?qx|LE!PR1n#bd?h(tkRs-vol;_!qZy^2fdA
zFQBqy{7r+(24#KDO+&g**?&8soGe_jJgJ=7W=Tz#ll-&C=0t(nE4Crvulu=wp6F;G
zt%2p9GADX#mifvuM&V&LFAMQ`Mb;e9A=-K&?8*;h`=y_<DYl#Z1eKn5UM9HD<jzud
zp6Ahf@k{48jEg6q?~r@NO60(g_j{a65_xTl<>ZWs>z|ikdvS}9oR6BagTua8ybwwF
z=oZ1b0<_oeN0PUrrVzC<ZP+oO_(Kgd?ZF&Ng)eki-=SOU%ImRPrr%6zyirHQvb@ow
z+b#R*T=(jG^4BSYDvd5>#4?K}MLJ-KC{vx%SM1oy>Szrs1?jgI`a*O#-$d_gYqOKx
zCm^jfuw^5X%;A~n_P=h_*TN+y7mfQXX!J=ABA8c^&~+9B+1F}CVaJV)(`(p?4(6KK
zzoEm+e@|Om8JO%bN`|C?FNlb3h6m9$4^Tb4AZyi;2hEMU2dN)n?HTK~`IUhTF20xQ
zyq(g_a-aHqB(Uqm+eTiD13G6<(>WRUP<6+XvZdOoBW)Wjz_F^$4qJ2r4aT?=h=Df(
z<Djn9X_~H{;ttV(l3psD5S`Oz<=1Y)Yy7Hx86LQ(HHrxBKCBzFv{&NFSN>i6$Aw-)
zHtX~m(EWqz$j@DP6+YF{V!jKcqU^}YvvBwDPcd~n`Ye2qMX)vJjfunt;{~Gb%i=LB
z+bg(y)%m7W=SBh99HWY_nmGVGo6Rv5ErZQlWjs~Q0;L4b%~3@en#~)91cJ?c1sN30
zNqGcFAMVO<0lSqJ^`(WS?IooJ7Jj9pB{oGC$rduD_uKSkQpfIAIwMNEei`zr$H1qB
zC&+r!B=83X!MmgX>xu1uZOQ&;Q*_(EpBMb!pZI2H`Y%5xcqz-qWH6$&ozZyC6RYSE
z%!!1@!o8*r@&0BmKSd13N&Oirv@+!W?svA|M>2Htl-3*1*06qW_a7*-d}vSNOUdGV
zu?`DLZS8eAUL^yPy1RXb@k&lyZ@)YZT8_E3OY$$;2DB5WJM39E^gNkoHsk>l8VW7s
zZzHyRj%XG@zk*sH<YHh*1X>Pr+ILOf`r-5!j+-iOTaJ0rd{4ioKX~|r=fgL@Bs)yL
z3Tm4O<dX4|nN_)+#`<~~v6<gyt;f$aySa(s(Oi;!|E5}Q>(q8E!z`T!gGi#!Fyzv=
zP?Q!9g8JhZKXzZTk1g<N*=ku)ZDJOYp9%V?GPXXWh*{NlzKO-;KQUJNs0P_&5seF-
z2)T;kZkNxHnM(5`RZA=&hrhvehA{&t2_Wk7i8X3~gdn>5a1C{9A%H{N7G;sJb-rYc
zczTdJU62BW8Ly1x1EUx&BEX6`wi?2gSwmGfsu&IX`(7`RCN|8>n@xRUlCmk`SYO-e
zvWO049LzG?zVeG*$ReEai=~`bf+EbKny+i#aF(HYXKq%RQR`@QO$xc#r5YgyItqOp
zgM5#nQSgDKU+ORp>jxo1YIz{(H@({7l2g-Cgke#*VvQ5%HyG}tD-4cG2*}`FM*x@*
zS#ZOj-i<{7Qgd;XVw^`7sm=I*o96Y(<>{>*qPN`Z+xth*X3(l2ow21J!Q+V-vY^5|
zaSFdl?6ZDH9_g56lsr`XxltiEyi2)bK}|XJS8%!AdSw`9^Z<R7HJW6Ksq?0meM`wf
z5VJPahUroULB|5O&BfeTT@Lr=)aLpc^~)mx0>a+8|HWwk`3}SXVYDo)OpJd&ImiUw
z1D=WFzrMDxuZ^gOIW@)4(!#@X=Y3>S1K*-ADI_5z)J20U^cIy^5H7|H5&`}#42?g`
z$=HY5X{mziZ^~sC58vyYPR8;pVl?J-D{AYfROT$EE^RG+cDlu-ecqnsIGDO5%x0-$
zAoUz?869!3TrD~rHn|+~IUHt*`$D}E@JH7mP^Hae;6K@r_64pf_`)Zh5oDy>YPvF@
z&fm}vT@2k%f2F}+<XY=@y=U&&TpH3HV+X9OqCTKC3h==l^XZ@b#6tYOLhlZjYxlwT
z{B|4*OF3r#>ChCS5flqNE9}FVoAa4;gX}O$G<COp*!*5`;8sld%C!pXqnQ@aOS5)J
zV8hWDv<GoLAEhb3#Ov})bp+P+rtDR|oxAFY3Y<UQpt$`q_rnk(`{FF<ilW0-9^!g`
z=ny$$#5OIl0Y3MZ<Q2%pIcK_VrL9;eBWS~rTjr<_Zt0ykJ#hhV>S&wW+|9_-BS2Pd
zTE_PzWO%;1eXmno#}m6TfpOtsdGq^Og9d$^is55hs(`x+XmjGrQqGCxa<hWK7M*6p
zxz*ksR3_}ao2|m_w1eE7yYj#xx3BI}B(DoZ9i5$ko5dB;lG<MR1Dwzs(T*#JBXY0h
zrtbovs{>BQ^fh;VnoTw+R0PtTZLVv|SN#`WJdanx{TJbd-tp~%Oygyv5nBghjHJbg
zAM~)QhcTgfS3C4FyL?C#-%ZFCSwy1JXm*e2lVf!k8!e!W5siGT4eA*`2~SS$MGG=p
zB2^q&A%1ilGaQP7ypJEhKEi`8rN+I1#VB3$*XIs4)yD!7?JmRp_yjw_RI8sFK^jPk
z(~X40hMUeP)BVZoUG>F}bJ|+u;#NPS890ZSz?d9pzV3=a+^DfXhhCTmp2?S|K;B=q
zTN|8L`Gg~(K3Md^?SruZ#O@+Lw+mO9vb-c9WHPRlUi-=0T8guiq|>bXcQ<lUBSppb
z$%Ll*VfVPu-8G{YL*22V1#3$DyhUD*sG}C!2PuO`2|k8qNxJejLB>Cx$cLW9x#;(O
zr_T+Gt_r@)pDUPn!3YOyjsb3p2svnb7-5r*YX|sdC~OThpp#u-lG|FJW*Q}^mzMk3
zn?)bFC!Vx#lKt-Ib=N&+FI7+Z$`2PIoE~0n=xO3QcYHoyWBxtIso2tXa$k!dd1@KF
zw+@Qh!{n!6=rr9HBq9;i23-uwq{wPg(4<|#4PSw$e<HWD_N10nW^CHGeNA3{hiA|2
z>=PNSD|M}1L0-`huJMGZ!Jc^I?|G;&vDQfDMj71I^C%K^o=hHR!5Mg#)fU#YW|T=I
z8;qjNUG%lz>&+ViJz{IwrwXgtM`trOI>{jp49!P{n~ZMd&9S$KQd}HOvcUxkC{Nk<
zxt$CGiSsB8o@?*7p#-i@){>rD?ooo|KVx4Ji2D4d=%$P-7WX8rS0yteLglbuQusY`
zoOj=<km!@#PIP#Rl(9jHjQUd^MSX+@llZYP@2vDEs6_WP)kEYF0kLI+@+M)USU`^W
ziR~tMogI%q%)6iFBxSYrVmvTwKk0~lfo3Ub9z{9XF3dCKII~(VDJpVn&;`8ZNlQri
zUdlSp%q8#5bl&M3yyhe}V0rVvDIX?MiyeJTXXEGgD1Yj2uLB71<97yJD;mkij-C+J
zy<cI_k?2WSiEHFIRukf;%Ow|A5g(nO6_Sv|p)hoboG~!DDop!6$dj>T?enLa<wTHH
z5y{O$?W_%7+0`xC)!|*y2CrXGpa*{-FUtnxdgJK1it0ARNR!xbt9S{L?kJ;Bt3D{9
zq>v$_RB*m~(qoPqD-O28m<gt#K$@kH>CoQr&AK+APvi~RZ;a)JdThlVl<g3RW>NI5
z<$tq$x`3dFB@RKRKaIzE2^)!M?12$q96O1oDil{PVa&n0dxu(fhh9W1YtZX1UbG(w
zQ}8&yi&5NkCmHl5te-)-N({wcFdW(B3nq;)a-*Q-3N%2qMK!QEuz1@nsVXJ%)d3AG
z%ll^YH^+nz#tgKi0(9CdYfbU-kM>`6$3ICbq)SIg#TK(>Sd>u8?>k2qpjA0ILkEkp
z{TP+uSn~C9NqfWm+FbY8Nm`=F=;t72vZj9_so@(A>P}|rh*R+|AGp3EzAZ*ZkzjUa
zRN#MY!Z--q35hL2BTS&S@dV8y3_G(9wfveVACWNB#_s1645~0gBbpb|!?GBXulOU*
z>rNUUIId-3BtH@+oD(QG;a5yC`uyu}qYZKWV(<AyNL3$UF&PO_^?PvFN#%U)PnYsy
z_0dJvfh(>QnQ#g{Z>VCI0wfuUt1t~hjgbcPK0T784pl;iqtT#0At>sR8DOpI=Hg4C
z6*FhTB%l=wm)x7CLTrSx=rbE2cdLIQeS(+!cuzhl^nTSU)n5%(In*H+zl!(-l@X_i
zbl7m_)x?HNF1pDNTVaeL5i1i;5{vZ)J&5igMnrq`$)CUw?9`}6++8$z5l^V(4#J+V
zNSb-X_IN`{KCpxO#H$EBOI=cCu|81Nqk*n(x)b!<@9}F{_I;s4%g}s~%k)WCsgdM^
zL_;l?MQ&6pll3WS<8*`QdsOv^XhpR~?4W29eBg_j=HUj><;Cxz9lND^WJf8U2#0+W
z)>Bqk?5gisI1^S(%*1&SPl_v{xzQS!c?nbo@0JNUMZMwOmz8>~E5#n+GY9Q>%0+om
zxzR^L=x;<DeOH1iQBG<?N4mH4pjJhZ7=oiteL7J%iR>x6M}#?6anO8Tr*u&CFm&Oa
zI@nQrianBg!VinIBC(Sn`q!+Rt_&i1=+mrjgbMi5EL-&~gpPD1*`cf|hst+PRU)6@
zbK;!PRBC%8d=EN91O7bb=G66m^IiO&fBqE?nK$x@haI`6iZ`T<{|Ko!5xr0=-idu9
zG`(0WmNVI6@U?a$5r2#;Y&Xve;;G9reXvXS*U+oC{4iHtDQHKAt^!&V0tidK+Nb2l
zuexo87*+#9QM((Kzx3F4V}+u2+PI<i;2rvvt%oe@H{ze5gV_ak$g74(Kqy_odwNeS
zdj_qLYtGe%W%x!NZ?yJ)v^`26jO;)FDL*s^89y=yDSyEAtNT|rVxGw>s4Lhv-mWM%
zqW9?Y!Pka8cgw(K=bo(<lp7sah!bL0^h1$*`1z>oH}m96$aiQ*{yC5pmk*IEgLXNd
zl=p<~e%FY>z(Ck_o@K0HKv%%&!7)wG+%o8xt_QR{7YgVW4h0IfVtFIl_bhc1_i&)u
z`f;qF-<VwU@rGYx^HMCmwq@~zZ4bDH4fY9aJB>PCLV9`~L;i@D9Sel<5p0E63_2oz
z#5!@mCUHeL;S0W7F~8xyCg=usvxGkBUCX<wv|}%ZkdS%50s{>v(4~Gaj`RdAAa>8O
zI%W4NTl^li`zZ)#oo3~2Yp84JioPp+73$?ci(qgL*(w`sTQI1cnEaU6_S3AlVK^&2
zQvBsbS0OjEnJIpOJThLQV$a!62x0>cJ=pv)DuWot(6CI%_%O&rKlG8BF(cMA(J>i_
zcTPTxX)@&#5@H4FjQDY#aG3fX0)Fnvl5b}r2Zy37?GhAnyCmTgn)el?m3$tQrkTlw
zgb>8SS)+d9A}7gMajvSY8EO2GkR}UdoT=X=Wx8gO*!u9we<p{VZs6mkh$3$9-q#Z~
ztlJ4Gmb6K(iT6~VMjE#OBeBsj&mVyZ((%8C(-Z?VKT%srDAIjxph_PN4$oI$g-1Y&
zuy`d`D7c|`LM52hso$LgQw&S(F`IVE9CXs^jOxJsCNi3KYE)G)#)|*c5@{DjPbv;3
zB)W<C%u)>JeR)JR(>o*-p4do=xXT16b&1dEx`ug-dVwrLh=x*dRdCz&xdr*BmUfN_
zR=v1-uo%cg0DWkR`*c6!7>)efz2fR*JoH=4Yc>rr<H%sCpLR09?;niblSkngm~-Ca
zCtSi~gv<fJLqw^hyVoA$O?|$8%}VF_!TkCjA2Z<)r1m*LQ>ny6Mv-pHF+Q+fP9#w#
zAF?|i-xtyR(~T0Z)F)Fr?&IRl9pRrk&PA;<`Y-{PVe%z875KLww&VEpUU%DFv+X`|
zvQysGCba7svZucb$n$9v6al+ZI>R%vcM<Q@seRSGZm{2YN8!~hV~V~529x~&pob}=
zN!A-+&Z4Iy3)-9fK!F!io-IiJ_IO)TZY&nqgBgiQG~)e>$um_54HG0}xoQiAsQH-@
z^*7313jwz(#5R!8w2-7qmwY@&MdLPKB3QTk`bRBpbTn9mvMpN`%P;au)R~8%!t>;J
z8Wp5KF*Gb(?5S7t#8<h=%rGWo(Ma?$gJA;5ay}g-KmN?j-CI`b!Rkd(nWPvuY`fp7
z&*jHh21?Ok4ZVMv6$C;^+_G^xClHMoycxobYo(vi5-t3w__3LIq7?AUs$Kz?u?sKn
zuG`%ot44xC5VErejIeyf8fRnLQhua`vxqk`*JpTOU*QLj$v0EF0!ej4p|Oenarto?
zCEVDKNDuf5N;VLd+HZ-B3hA)VZD96<O-?KwZIC6oT@0!b3edlASueMW=L=M@)-@#T
zfL`qL0Uu-A)kv5E)38cI$$8jB{;&jOFJn%ZZGqox&LD{$p@;qcIsU%NS=xHK*4pJD
zGCLtRgy`9_Uy~1D2~2F;mvKw$I=@e!l#;2(!t=s9|A9pT?Bje56zkV2d)Q|JZcfO-
z@8w%X!UuGt9LHPbJ*<CBepiFHfL|k0FO!A?pTA&GrTD6>SzvS(1%nLEx#n%^03c6C
z1S2g_SGZcyJ1Xrbmh9&GnO44}^5wVpr9kfwmTBmD;Ev74na(W>X}zNoB3b1)%e$9B
z+Y9)+y2ZaFKv&w;cWm*A-Yt}p2I;y9I&?wuWI&1})^hKtsnTrVtm2j0korS<;vzO8
zUu>v%lqf3=BW)?f>sXj1`QC!pPB1yJKKPkUEAw`j)hrvv2rRqTY$ZvlRy54dX3Ha=
zJL~>?Rw53jKleU;&9&l&GtbI9%8U(PwrKrh5t~{VB%SpHw{RE0{u3^vgZ?{7sp2a5
z{O(8_#04L@TQ(B|QF$0+8dWES*iisenuy;Gn^A~};6J8E>HzjUV!J5wRk?;cAc>y^
z*71D<j*uu)1UGB}7o;`UY}^gOwBoCvQ8>^UyWOH;(X&?1idI03{Hzpx-oW5&0eoT{
ze5`s><j60DFb$$#E5GX+){UQ!T3}VgtNZCIAiu>$vS__4kNY!WAP#uKZW6PD!-*->
zGDmEMdT%>%e|$!M)+hn`Xp)o%kMJMABj-V9Vx|!}##9_glW}fow@<;7tsQHH8Rw`*
zD`A3QG?;jyqwqz;S`Gn9jFVjBx4sZ#M39Q+P8DG;ihg0nV=cCHHC6%DN^Q_RzNGqF
zvIt7}(rR%!g@+48y6y%PK9TA|y+X6X!ww=u?qKhz+44qg4GbR+Jo6T!wv0}lnG0?7
ztl5e~3<~ui<15P{Y_P*s^x)}>w4nAhsU|BaTsgD+6iH;RmpG9$UsH;SJ+35u;gk_|
zC^T!8FI!FZtmkzy<PSOF;_$mjov$8QIm!Pu?GeBL@_Sri_0l|mKk<zr*)5y7W%nkg
zx!rcErPK5uMF%=5uone(>cgTaR8L5UNrnVX>(OEUNRA6a|CK*$-Oxgfgu4<s`k>F(
zNiAtZ!>1~<w~;GjRKA~`oMc2Jh8|;e-dw6)tFU4eGL&EXk6<$m_F2et7zsH-&(rSB
zZ^XuqO4tE=Vhoi2+#EEJi|Dxx@(!Oq<m}-qY6fKsUBbwHQtXP|LLS>R@2D=*DwK0e
zk<pVM!7@}757xVnAzIcSf_hn}KC6nhWT{y0I}g~@e|VYw#?}TZ#Zre%Ph4kGN=ASH
z^6*L3N!7lwDLA7x89%W+?FvguwM%|k&QzxPfucnf$eN!EJM#>`PpQYO)orc?$_%Jh
z!0+6#QUm+mr)8ag&Zmh>*!-YE0Fw?mep_M`N2?PuAx-+g<m~99CU2KPr_(ZPP<%JS
z+GtK@NDc+w0@un|Y3)-(#;BFrkGOm@blUiTLSdE8nO~;=+XX)w^%;vOWN|_}d`gy&
zw!lWMW&HC5rQ7eJ!~4!1+}2{v?MLyy017sjGprz{$;D{uwbT6LSu^KEsrZlm<OIxl
zxE$jh-@srTd<gpb0!DE{D}M3Be(moUkDd=b=HIzakQ&Cx+?ao(e{XIF{%r8{4U%W|
zAJ3)(h!)HLDfgvJ6uj~k8s{UuWq<#!WD~_F<lfZCy5P)CAfilcwET{X=MKws5t!R=
z<)kPwu5ZtoDaYfV#h)dzS8P%?yX(>fh1pT&9l2nl$Q=bTK<1=VfnD$^>Xh}43P4Ky
zB?w*-W_2@}VAJ@uU)VJOs7h1*M|}SBydq|@X|FM#UEXMk{`Vm5HKX7T@g-*ABa=%0
z!gk#PmKLH)xs15)M=fBVpec%8`Qf}csp!&K1}_CCXe7F*H&Kc?AX=Q=NQh~%7WL>#
z04e`bDuPS4E^*PO;n${P^8$9muab_+Z!nB`c0wz9r^rJhgm_vQ2xQk2%d|8MG$Vh*
z9Do$7?@eUYpOoa3hVCuy#Nu$}SBU`OtqNwR=@*Z``VknsAR_O~3z*$Se=RA6VpKe_
zAq48%c&jP4hlHKci|y#~g{n}X&!&MUt1m=d3p)d`++_1~ykFiv+@NkY>z!s=#WH5!
z`(?);HuefDtiWnbrGEla1O{XXfQS8MCP}{4LiXNaK;o{I6PjrMuWev!9X=A8OWw94
zM%lF~V`g4)63HC^hD&wj(3t5N5OM-c#Krpol243Ua=Ueg7pfXV=GjKOrQ0Vn2lOfZ
zh8Hv1&v{vZ?oZs*l14Rn3qcG7a2BJkpstYiA0clw|Fxk)vrxci!I=Ds^0%oXPEQTR
zU>N$fiuw4tS?T(=Qx#X4V0&MUHDG;~hr6Y7CTUAdb<{IQp5E#5_0V$|9dDQ-KE3@y
z{qd8R^z@1nH~7=LBTkwJKlJniGO*3GjdBU;<127QTYjyek6Ce+6Mx9ukL@n~XZ(-A
z5@0r_Vg2l~91Tq*4D9O-Ccpg#UMeJCwxKm%a)8}CHur{L-o+O<ypf~q_-uuZasX40
zyXC*<&|knnl$Cx$T7cxHkp(9L7;vS!pdFusnYGWxvS;rURYh|~R_t25_%lXURP@x8
zps46*WS?@p(^(lY?2YV_u;n{)V74aB6^o4-cocPt7~4Q)(v<HXlMMc@nNB2{P~lU{
zT4FkXCZI`e+)qFp%q<&4*@Aq#=oiwygG<-ZicX0AOJ8KV$Y1&n>$jfz2v8>Uk(qKK
ztDu?vCgO|*C}+zqK-~71aPKIOT-~*ybIbo^48<?2BlRA0ytoH|CoaZ~>)QcNE1feo
z;rD<~nJb`ez<_6@?ix5q);a<y7IYP^wahdEmEy4+RnmiHwn2qJ*@dUrvfDj}X78w_
zBS&{$Z{Whw`E#s5e#HLu;whDNK8J!m<qk{H$iEXlH*^0gR%y0#<<Ww!S@zq=&}Jx3
zMX;kh^CL{zHJkKdxNI!$S<48A$hV~_T=ayS%@lN}X4<J7#V?<W@XJoFX))WGI~+oN
z-LK%Qbz!(~(=cxS<zU#Jzhwdzg}_55$%fZs;A2zkJ58o=xy*VAGj=U@5-hnhniSc8
zW((|t#Cg?N)lu8pl?BrMqkzsmYLE5q3j0B4Uc8-8a6$pzLRvmyy(@NR{HNnSPh8~M
zOD=in-y6co{Q9MRG|Vk*#fR)bnEa^e*i1=AP+3Vuq!{6nJ{j&>yR+!v#bIS$+7!>z
znLD^~wz1CXPoMLg;eS+iQoeY06H3ZoU)SZHN`n1Fd6qU0&!20T9WVBxQsz#zwC|(2
zN}~mmzffXd*EB!1Ji`NyBWEKk?mXaoh}hsO7z5v#ZodHzlGFV|trvJ+Lw4q(c8bdn
za<#FFIyNH;HLblw)mELa6Oj(h{jgbwZ$}Nez+v^iXZHkrVMEody_kzvtV}E(i%@)%
z)Svf{HG-Bw5xs3OBeCGegI)LlAdf+~@%l-r<AqOI184VXb4zgXIlAf^*f)>2ugB&-
zI{l8E1+*Utk!#sv^&)wTy}<Lcv6afxo0abKhXDv~;@Q{%n~;0^o6^0->q$OrFhct;
z?jtp0?*b-ZrIH3jp!B>{Qq@^%Oc-xWN?a3j^V3U`zzA7c*jNnz^`tpbC24VbnQ>pA
zFNVg}d*v7-u$^F!i~hLM3&LYg9ZP;Ws*~M91K;gC))Ed9GCBG7UW11BM9G<%pQwD%
z!0z-aNLwexMTip+3yJxSVaXdfZk|ssum58M-miba#$&W!K7h6599puTS@WdvffRAZ
znqM^(p%}|HNBW;8v?+%S(mDzK!L_^OG*N804SM~+$!Na^;!I1><MkRuY9j!>{kp?Y
zwf&&m`$#FnYyt%P){5NiihL>#k6MB3vPT?=&B(!sE*z1GaRFf$|I3HqJd9>>g+f1t
zppp=+DP42>BDeUGG6V1S5gde#Ess+#(&sA+-)1f+2bcs~J&M&I%cU7ySl~RAE<zLA
z^shG=>6@IIrsf%_z}_hXZ%sopuNPOoi?S>Yz6PEy5RH9IpZxap{kOe**wbDi?%T2{
z6X~{_Ps^vG<ticMI~|*w!QFy^Z)cfN<>Yz2V}Pz&g@Ho1cmAEZIZo-R{TxjDCqbQi
z1_{_2xxLa&{Wx&o#6$tKg&bI6#twPN2wrMszMB69r(LM8;t^Wp?l}9~&*4}|a03G%
z7?q$dXL}LN0RGmz9;oj;MGc&+ZG4?(;N9_#0UMLNm4!f^<l-l)!mB6bhYz;>@h3t#
zT{uD$29ocaK5mh&gBM&FI9LB5xnMY;SO=t$t(#P4dISHuYsGAm06y>~SHZ_8z=ur$
zNP@3W>T+k<z}BSIZg3O+CvhvfnoaF%g70g3&R&JEncoRzfAL7o2@-EKrG+Gy&vL<<
z41l*@asB3pp%0Y_)qu#9r<VFI5fQ6PDNihwk`*x`FsTcB1!V<(Wh$V7=zg=)1+~rb
z`k|fSQhU+Gc!|wRcdw=8$gjQ4Yw5_N<fyKF>9TF=Dy1EG={4h$dlXA+h^O#PX@Fk8
zx;S^=J+bYTaZXaK7tPN{!~`$+pNk7FPD^!O4VMd`tBUrci?-1#hr|byB_1jdpC#ZO
z%FpWikjbUn005yU)bg?qia}UNWj|5ZFty<?R6b|d-4y^79K)Jc2VJ}MjLEhF+b9m~
zGWaJ>x6$UL_Rtkbq;*aD&e3!U^-MSfHp6Vu$~WBl<iy%=Jm>)5GIZN6JBDls)T6bs
z>ymp%?__f(pEtnpCqf@4A8H>qi%X7f*n5=6v(`8qR}S00R-GZD)d$a5hIPbiT-~0O
z<KBCb_C$s?$}=pg5`1G>VRN>7ByS3Vh@4+J9iUU`YvcRR?N}Qw$CPIWYClWvEgmr+
zk-W*5e%Y>YoSB|z-Z<RU+z`_~kxeeYnOu>2l=cMdv=mW(TwXN1xG@#ev@=`A!g#U|
z&Xzv^XgK}Uy3*?wLjs8wNZ87_C4>v(kyH95_69RO=Y55>M7&sb?bF;y+<5ByPxwwl
zZ_L#EZ;PTY>yv1b87#G%*L!;DBCzRGm*yvD7;SAHGMi`XD2GbZxD0P=sgtl01_vpy
zaj@h<qZmThujlEDyKU-H-zzZUA@jl-%T{d;o3(ypv7rs8Q~M;>Uqv6ejgK~l7h|AQ
z!!6JId!Sl$iffN)tFJcmLTdO{Np2XcBIx&NwV5I<{t^f`;&4NS&a(euA*w3c%u`@a
zAnt%5V#bdM6#*fZ{CDES0&bK;)>x72+2!G4(Xd!zL%)T2C|jlpHA4U&HqD`iJp(^e
zy%Q=&RkR_`eNU0PhimM<lGXgDnaMiR#pd$15+<!rqY66pjEA9Y)$h#o$kv2}wT#FL
zG9;WDd7F#((-vtioAtC!ORR;hghA8?_QE))m-y-K9t;sJ(rfRl`dkNse1<yHbFdjA
z*w}leB`pR|mAL30M8DW8=FwmuJit|QS3Mk+7&gCQ63W{n&s{LFT3lS*RI6=jsA;eS
zv^r?h?uK6+R?WIMu<IiVTk?E4NXlvCCA4kNCqLZX-!yp--Wt61{h@Y!Gv6={yLd|r
zBaDxO0W?cD^kKA7wo02(M{vhx2Rj{AZn$oH1M&2VpyyV#^9CovUKgscm#DdT=22my
zX*~5KyVPu&jAWHd-?3GFx!F+^0V0k~D4RZk?jqJw6UyBLp5q6D?~QA^EB<PLexiz!
zZ9TVwZ&O{!8Ts~#=<JAJkc~RBg=pL8otLjus%J_1Aj9Xg&18{!V>64?6irtf+IV20
zMFs~~5v7t8fz^CEOQAd$+F=fpwZ+wtT+Q4knAR3X#SA*=bNE-in_q`1OQvegMR^P*
zD|@|=?YFgZmcvz9***`96)g^ni9*L?X-+?KDh=8mq~RkAd`4ExD~Mx;#jn)GV!Nof
zoxzQ94CYvtn8US3#p&7OIezWZ^ILu|H#(S3=@c7VwL>cM44Gz5Q>8~ExxykR?URV)
zTl>DQB37oV%Stks7A>t0iTMYfGoyZZ+PLV}eOWWD8a<6_RQh)M0X1s7rDqle2U@uC
zO$t%2lC?XveIoqaD)4LyE*5IBi4>!xKh4$9=(njpeQS;EUpLFwTaW#wfb%W^DaZ_-
zF<P97HvBhp$gO8BpR-0e`7}`!sG(kQ;hUQp4JCd+o!hEbg%T068LbrsRmb`|1e-}~
z6Dx0}{o2{A{jQy$#%Y%kb8foARTn3%<r0lR02ypwMF(+_h&^kr;V*5@aC?awh=rEo
z_G}mjj;OiCnJ(nEDy)M#T8{KsaG3n8Pi(fLp)yRvAZ*EQD<3&mXC=?qVA)%G*{|*T
zeyOhdK|gzqfP2enKh4+tAVwTwSDjYA3R4nRf%~oG;K@gWo9-A8)V@)P7<Okg=xD>Y
zS8{+8W%_6%iBpw1x}UQEyf@Km=rQYtqak?#gl)J@F2;FN^x@(#%I-Q^2X-e3&X$4G
z3^(}W280YVtI0FwXRFgQyx}>*Ck~0OeygJU_*%X+3@w$QDa<>nV!~zWb7-sOt_}z6
z;d?u`*PGm2Ec4NRA#x%pWSOCj<bFb4@2^O<{OZ5L))Ovk!#4WRR*HG+K8Vd_Wab?p
zBLP{IL^GE*h_hc?yQnTrIr9XPd2B#kTv@r?r8m$;iMlgdX}=S%r%fbp(vs8s#$7C1
z&R*+OQ4#8Bpw?ofWrQ58n1U%Lr_M)S?XJ(dy2fk0Xd#~gzd^ucyMbV{cbYW_(6Mnf
z!2>ndl2v2k?WU}YW#G_dqR&?A^+WRKAU15!!8Jg0`Do_;UfSHuwEk{kN}y9a*Jxqp
zz)e0Jk{L{AhjmPUzI2@hG2C;o@qMx8i>SHzppJrAhOLb@(Ux;BqAJ=ngC-V^b8nvY
z)b1r8p^I_<*A|!V*85~vEa#uY_tDAMFuPf`H5e{hHy)6TfP&)UVpc&ddFo{f^zNkU
zg3lM;Wblmg@+0-x)?fL!^mtMCKN%NNBB<c8WYa8@^x&RPt)s4kZqaiAGLL3dho}7t
zt8qD+%Mh+_E<4KzZ(?cm>8$(_mtkDle|?>Y5(ok5L%WA%tax6xexE^!hqj-edu2+l
zgXq#_h<{_DPb$@d`PI2-RikSE;24q9>0|pACj$q>qF=-c#BjG)R(|9h?&rY=|I2k3
z^kKa_gg0Xe)mJB^YCk80xg+!l_N69WJjnV#Z}+8Bc?6K%3cLvc^kogQCIE~%Gl1xG
zA0#dBP%ioO?rCYeZ-;xidIx4cnCh44ek8ebZzP&~R3NM#=^j~TQxR98+l2}?wYyY$
zouJ1|Tfs2og8Psi8wcgC)8=WgQ+P^7E{6qqgW}WS=R;d+pxevuf~+&8eW!KD%Z7EQ
zGYgBkrEhP0KT~(aHJ|laowMS%t`@ITpQAg5#cgd#uV~eYzZ$QXyOT2G@>Lk*1CL7Q
zNE6~bEhfFqDwKgv?xaaXBn`cQpcNxPml0S!{yqv-Il{~c<tg=utMznKxy%Nh_CsAi
z<k!cKHp+#$^_|W2UQ!$Jr=gYx-<U_{$O7~S@<NbPh)Vl^pHxbDXUrKDs^`NsU9c}Y
zLTS8P`_=U@ugz#Wypr<;YwE77NXZ>}3Wka5{{b#Q(Z3eQ>))xLvTN66TrL0H;o62P
zuDAka)bStiGmU2_Wr)`chU<Bga68A}4s-U+*~eAvuh@?=VuorC!z<mBpW`G1{sZpf
zzAtbW)9S!<`9p)*XvG<R5#-f7oLeKlt)}rk7BSR=tvzS|oc#$Yrty>cX;bU?>Z)<P
z-{;^BzHzvZZHSGCZHNuW-M;S2Cr>OssdxSQFP~IgeA1T>IAb#><<|s!fri%F;$Xh5
z@rys)dBL;07B+q9*^4g3EpI#Pw(cs2-S+e|zxsvW_7a+8oaOUp8tK(U*LQ?1)a!Dv
zJvh>!z-=n#s@>deeILx`F1pFE;e`&)b_i(xHy0a{H`-tVl+^pcB8rhM4xi8Bu(-G9
zisE?^%6NOu+gwEj_6*nlstPytgsM6o`+!(5jZ4%)5NFgGlJyfgPwxEIl@m|h7(2X<
zn>u^pnl&>oo*D4hFIW^=xO2^nSnaaOH*!e4;m&4m!~EXX)-~gNcZqhhDKckm{q%Kf
z*HocqA^ClNKWa7|rqzdo;MrmZgP|~g%ap?4be!2bOSg>=3EQ0_DY)NVQ?b7WwcL+t
z*3|4LEz@)hFxC9y4781nFDjlf&X7C{lld4IIs2?rHcsi89?q$qH#hIDhf3$RL`zmL
zu9|=L?xu}*&a3m)Em$0zR2R%Eu3Ef$65l4aEu2>y^xb4}n2qP2H+4zP1hYYiozPZO
zcfr~dib}rXo*2uqTOI8y<}I0IqyCbMEnRFhfeU*~S-szA5Vv?Z$&G!`vt2NoIVpz|
z@PuIns^6}v!d_fajUAbKGM>6>QS`^AjUQiB6hqAm+_~HjUbrN8(>~9vrV|TKUcZx@
z&0Wr4c=(E|OotCp(_Y8DOlNlnw&7om5|lw@eNJ()X;LI&H*E>o$DuLvmTZp--fb4v
zSKr2B-%hk2T7wE~zQozgY^s<ydH%)eRh(zXBj-%5IsK}WJFlHJ$5-35AUa`MPHwDv
z&90TTp}ZySr<Qe}6Y6WXo5K8UvrajurtS-y8YUE7=PHin*lhOBlcz47mdm}bbcZ`$
z;Haf)<c|zi99b?r_vQ7$$&>SZ!q%d^EnwId3|gmdD;2Fh1<DXZb(LXOr6{eO@YDb^
z2!fvsRI)0`ffxvilMR@YpS7sDeAzf#Y))0Q+~dlBGgex(y?O4Yg%c|~cC@b9y|!}k
zj{8rkJ9By@Z*F5#G&+M@@|jZuzQxy^-Q;lCy7?P&_FNjPDmrod(i3-_Qq^?HljmQ%
zZ^tZ$^#+UIO-tb%t;riqM!I2=UvCGjq|IzIpKlR38l3OqX|AZo6OKbP#*N4RiJi5;
z&n>=*dm`L&@|yB9&JFSR8CG&UGV+g|i+yF9{DDC-S|9?`@VYR&K00@c*Bi~>QaXK$
z-EJt2ZZYIYlY34$p|H8fB^D+v5j9gy4K)<)x!7<a!&F4gF=Mh}+SKXE5kdn*;M68c
z5FG~ZfGF$)ERMS^{zU$ihN9>RWx4m?efNE#(wUKo&C|wxx9>6cgqo6qX+B@xf+f+Z
z0f)zC3j7~wUjin_S)N&EA64B|U3XU>)zw#3-}f=yGt<*Omu5!N96GIQMu!i{hkQ!d
z_>i#;#^BiC3xi{f#bvUv#`g)~fn^gyjPfKT3%mO)uz`oLL?H?6k`Of7|F7zv8Ob)u
zW}lWu>eAO$-}n9Rcf8;K&xi>Z^q?syK1M4<0(r*GP!8`$@6Rudm%X0+=;rJl5B=Wz
z(zBy^uctJzz4(ETquS7HhGS@YantdGUdA0Sw$MMV%@iaL%k3JePMAKoiwtL~5HnSP
z8FC|L9LTjH<2unXz>Eqo<J^Fm>RAiy05hTt?dlula0tLcha-Mb(q0b(l$hI;-=?`E
zBNeSGi28pqihayf4&1YS`M$l`iT8Z=@c2zbVWl%Utz}Bst5+YkG2>yFW9P0`KK&5H
z%!$PTW<K=od%7(9kXz*7kL<ECIe87?1ehswB^-0RN!qiI0-?dU2ogX9cOXTO*sE_<
zDll7AA^5o}1QCwLQ9LeGQM4)$pV+bbk?!j4Q@0%ZI(h}V`ztr#-rxQb{wAE~GT2}J
z%RfWE_0Ini`z7%qB!py<R9AAM#zMfSFZyJ+YnG(q@qBnrvK$2-1D*=pHwIj0)Qwu5
zYjSZj&fpuu3b%d98MZ62G>ZP|huXMQC=W%3jxLspd+u1&xBg<=WUQ+e%9(MVi(_A6
zSx?Y~9!>qr$u1j|y@|#5?Z4#12dl2tCr=#byy#achUIRAegR*wEcON>gIHqlCD})_
zlq~xh_bdex0MHRAICd7Q2c8e0%*DB?QtjXXvsFy=*Hu2`SJ}5-1!-3aYHVQ2#CR9w
zU?ktFgnjWEPgD<*6p5Taj|`pv3A%&aiWwLQ9_%D{Bi|s(i1P(h!4|T0C=mkJ|AE{L
zB%FPT&l5!`5oBzM^IrznZ^Z8f5+ChLyoOzc&@ZEB;%J;-$R1deIzhyM)I$R)u)Mx5
zg|cz<2Yt!w>%jVZfld>|`w<4=U&1gqiXlj`h!)>!sQ|<Z-jsQ}wmHAI^oSeOQXFN~
z7$3yn`itjR|LLo@&&9~X@{TE~f2R(?fmnfeqThBW&1v1|uNFQ6dLpol1TF?6R1jZz
zD}D8Q@4D^UT{WV*XRgh|H8}+R0JP$f;L99H=(NZ88VZlkfm~zX(hqJL1rRX}!!$6n
zDadlQDxoqHP&k6~5S+%{Rl$7z=iLnBkUIHqppX2~o4<XZqMw2HKL+oQ|2-mt`wQ@Y
zB4GI6asLAT_WQdS597Kkv*8Jco_y@7BhQ|b!6V=btUiF=h^6dxLY(B&$P?$C{p%;N
zH|&+!c>UZR7t5dfb^rQB^6)ycxcUIO4->)lNA2s_Nq8S*{``N#n)oVa5Z75Ne;O^~
z_W%T8Q`tVoHi6oaCfeYWxArAspaTXH^X<OGB53?Shc|%4N346F#!g~y_EGf|etZpk
zr;)d?UqN(+`3>lNia^(J2PE)&FOWD5qOF840EvhD5<kcO5=xlz28j%`0DGh_@he~f
zKzIb;R_-Gl>PYUhbbRze9aq1I{{-6suAA1UpGLoaK8bi<Mi<*ZY-4SNJ5aa0`s}(C
z^d9=$Y6@I`Y4wZ5Ja!mdPhIrs-Vb|Num9<n&ON&>WqtbV@YBfRxf=-;E5cm{`_mY5
zehS*QO@y`q+(8KiD+2yi>3U^PCWF*Hk%$M$246+pFP=)EiILYpzeYkF9yn{&@gi3R
zIf#d?r<D{5tGI&nW3?Ji)9OMMfKE_3!7oYFh$^8p@Bi>Ei9`1-4{2_*Ip(Kgsl2H4
zCdcG>i;YW}@`x!n_3@uQyG1OtH{}=aUapOwc<S}Hj;@kYHK!%Vw(mQTIr51c7gS1%
zY7|P~xGD=Hm$btK;bhNX1jRFfBky~3%kYljgy2L_xbo1WNDIlo9L?qAmfU(3b-qB7
zKI2W)g_MyXh%X<s%W4yVW#A9k^~Yd^1bG1%XQg~A=T|FM17ZC`-$GC&@sEk+QjXPX
z#jG5iKX_vHaZkwa^Z7%buTGvgv^AVr+A<kd5+Q*|2<g&LtaSf;X65o@_0Kq6PFnDL
z#Y|kLgfQO}!h&1WqFyE%7JQ1|DKz(wC#r^6Oa;Lzoqq}7AFMCZMHaivaM+P{)M}12
z&X4gmuuNUrTMyUsb-Z5p#Nm7DRN=wGQw6-xQNY{hK!Jr^5v(7u@Bp-wR{-Y)OIWc}
zO1=JeTg?lNh06(A1F*i}Z&3-4%`BPj)|FS?F#a)zstSUtI(|BR<Gx8Hr_L<QN2G}C
zb0h>K--zc=PA>oGzD?2DaCI!?=nSJZAv0MHk1UpiHPa)RoR@Zpyq8l$l-NBo5m$LN
z|L0Cp;WYWo0H*-S$P%)pE6?T0c#rIni*ZR>Y&5*_O|J3riUrtVbXa^705*gy4AQ3s
zT+lawPNHhT*JAwKy7je2vky~+A^$Z%gH9WEh*b&u#qfMVB#DK)S85X{KK1%{j=GbV
zEHCfc<nN=r1yHUhO->md8v!V1;!?iSPOPE4kmYbft90}~pp3b$Sdhb)o_e?sUxSJ2
zn!@x^|NAGGR4N<}x-o*lIYAiN*-&lNJDhI9BRY7|jh*RdJNzg3A8gDuxK*v&<$f-+
zkYq`uHb{V6cB+T=3RW(I-ah|5>;de{ND+y?TrARo6divPxKl!kC<U5x=u}AD?7k8b
z4;T$rF<ozynhI=^I^gdGB96{DLNp^g+j~YL9zk;ZHXppET<n^>gZ4UO&0hM-<!-1r
zJT~gbZr25x%wBWi#&W#ZF7qzIN4wOb$!3aWna)Qjh9Lv(p;}6@^!zUVAsk0afN9dj
zY|3z&K{4ehykV`qhEmV500Q4V3mLu5Gyw$QsvEG1#vP6e^p$Ld;p7Lj8P<wdB^(J9
zS(bOHwC?kbZaY{>jpY=|$Gg(Gq4a@Wn|KF{jb9;}A`yw*q=;fKo8KLA@<3@Z7SN`q
z#shRui8?*3%aabETOPXe@9$KzXFyE<*VPBHCol|&BErjDG#Vm3c6$Or3cPChlYq*Z
zKo_7F0r`lD{wOluh^zU|=3NDCarw$2UvnXyJg~BFQ`Q{W6u~fU>9Y4sRgPbEcrM4s
zidu>n&9SYUCq!?vHzvVc^8M9ud=dQ)QbCNa*EGY0GC}ytz7$<rYdDJb9E5MJdCR$`
z3*-iUU0@d?TX_(;iBYPu&kyL$&Vsh>(A7g+s9=JmclgNuO<9^(Jf1*6aUZ3F&QP(`
zOf>m`J9YV0S1gu=cv(xi88?v}nVlUI2vtw8Y{H0pzscw6>_pKIdl$=B`0W6-l|E`;
z!7+&I7}CeJWfcy)m1<w&d)SwtL^U<2bgS2pzeWEHSwVJm)p2=vc*wVXQ3fxvkj!S2
zD=T}+kxcbflzLwGO}$~E{SwsqJiP#1Qh|tX*`Dbqk*bwNz?Uj~(_b*yMOtnGiQ;YH
z(9awYVKu|F0j9_{<Uq0k|L%m&wOmWS?u7sMlwVCK+|>MxC=HKKgeX4X%U*HQ?cF^m
zXEaXB22H;dZtrZBj$eHwIX!VGoO0t%j8p}6s8RIsdO&iHQ$dDr4HeuR!T2Tg&)D{+
z&3b-!HlGV+ih>vvXgn+pjrBCGZp!8PL#2`B?OU^K<GQ>tS&y*clsftQOD`J>VagBs
zX9w-0m`bZ93AL-^Y+RREQY*A|h^jB2{~O{u^ly><$b6Td_stIb>xtR=Y@JN(-@l7Y
zgWUXr=J$1MzivmJFVQnIwVLJHO40JJ%~q?HPp$Oa;@~*;V!r}{S|5-xn~gP^7WJ_l
z=&<V3z@uOlEGi4gJ&bpv0G%pI{)EDIH*XH9J6HBcQ$e@5_25-yS0E_B!p)bI)czgg
zY`7#&G7%1U;TTV=osl|lXb?D*^mrL3JJc$>Toj7p0UiBYwmq{&&+j)f1;1JLE4tu{
zDY7op4n|}za|;aMFt}HWNSU2Ye{*ll!IOl8q<yrv+-^%kpiwRG-ng!iBu2TEZB@&g
zUm<>s{s_4O+20MSojAADa2%drY0R&z%s24(<?*dsm+STA6m(|<nLw!*WCyqFO%(oM
z>&w>a9&{;qL3|e1ihkd*)~MT}6LH5odDrMWx6-Io`|e#YeitFOF?eGoOyU97G<3I@
z=1AETy$RFs26i1<NkpSAW&Yrm6|KU^VU`d?o-7=>WD_5(h?6ca>vLl)V8Dcbc&Nhi
z(Vz^l>!+Q5RVH0d+@<&x_k>HN*=}i=lB0@VpwfYOqZbJ#6?Y;a=@O{5bCfK2QPe9(
zWqqaT*NPcaCRGx{P?UiG(PC|6L=wu&aV}#9+zw&Wj-64qeQ74boU!wR;}r1uQRMQj
zKCW~+E#-*g;C60NIk>1OiwAMzilULr87m88+1eYx)lp>1cKju_<1fG1@gPs2w)Zb^
zJ=f0|Z}<N1&KY(kc!!K}f%_d9&P?i*$HCH4M(`w4Nw3_U-4dhu0Gl{+)7_K1PtHcT
zNG4z^a=5j-Rk`u_K}|_FBUeP~tSjM>+wE%K|85odKOhsd(=A)>mne3;)S~3Ls+6R3
zAkplF{mBqd$Vz9t7YfwUYH91C%Gk={=G-8KaGI%T+xG4?o~axvqNtk{E?fpy+O%zZ
zyuS(-iv(F3bb1EXu=4n4h%2!lAbi(@q3or_OUEw7FI|9Lip7~=&aq^hwk-B{K-T>t
zh8~&$N#EvwFp?~pp^Id$-rAS3SKg9o^`H5{zRa}?mJEV{`wWpQSO@VUb0EV>!A7D~
z;u$Z8b4qiH=M(r;!u2XjKHn+AT=%@@ZNNV`#t&NW|8y4C4~t^h%&Aqipa2^vNH_+g
zMzHoUfq{Or3CD2#;oKm}t!KDuhpbjK!U7BN8tKkWZ8L(q5AM^RGbZF|haicr!&1Z@
zyJ8Ho5!N5_zW-qmC)Bi4_E4(h?(7xUTzBk1LTZh)3!zA{E}bD++|?W@rrHysGv=`&
zzrRvQvwoJd$%!u{da9Ykj-Wp=8&ZmHW5>3+p{SB9*XxS0fBz1x@1Oq-{KFz!kX>D6
zC~Q<JqK_4D0asg_MDQ{;8x-_Vx15EYx*ncmhoFxHU%>W}RR=6D4N7a}9sET6JNyLx
zDiN;{lo&788tT8>RifwRGXz6A!bUnKuluT8{5Se4Iu*3IO!M50_<zPpz~;ug;n9$i
z&2|-<?lz)PQb9&TNY~fJx?QSlP>_0C6!lvGHwOT2tO{ARNsR3k6jB#ihTLVHjKfK{
zJ=3)}0D#9Jy{R;l*b|3eeQ@{6H__r5ckb4^Zb_|t@IXtW^kP$qPBvo2xxKm6=H8Gb
zc;aS?S0-ns{Gn{KQD$R7R7I8au~QE%c9%yrL#*T@iO$mggZXXuUcDIPO6^{B<kXdu
zYPt~;9gN4ts4>A`$|M7<`wpbf$FIbmMmoqym#c)+;N|Q1@^Hk^ln{V~SBjmn4%X>N
zun(nx)sV45yT3Jn1k9RAYpAec#eum7obMC1x&4`_hAW^=ZQ{Z3p%b?cMK8blNO(Za
z<<ZU%?+L28_V{$Pw6)vti~43GG%-D`yQ{tFAX%PTni+C$C4D^aBuE@xqp6_YV{$bX
zTbQ32it4qggb+^P9z`r{9X6c~x7+PR2bRuaHzRGN(iQ7u2rnhUi)(SE^uaWi9+DyK
zNrXnMnRfBO8se2fO@8Om1Au(f+U2oB-%9t`)5iF4UDX!$Eawg~A%$g?5VI||WoArq
z1tPlFBh&h<wj(dJx?@$H5;RHZ%J(`XGo~a13@xh6R$AsLmsjvGiHJ-R++VYzSB+)M
zLB2KGU>O$H#-($I@w>2jWEyF7`J|(V=SRS6D$H?Hbhz$=gj+@?*9kW|z~}{5nePNu
z5U$WRE1KVC+?UcjH@6wNdPy(2?RixFBX{!Z6W6Bp-?O(Ka+}RjnGX6K{!oMwRo&_k
zl!=@)-0fB(9x2F5o!G-Tt83B3wmr*b3$%QtpvOm+_8l(ny8rls>IEJMDn2(SkM=r#
zM)oSvR52iy%NdW)d!|3rTO?L61K(w{3Su1pG2-je7&{x8EzaVz9axNP=8fG)90rmn
z`uyWo{HK6dW9%3@R@*QI$BXzkfYiyp)PKZh;H0yiS)X(|uCyff^q=@^TVlL2kXU^j
zKZpMzkhsa7M&b+(XL{K7==#hP=rX>h%W3qZ_#Z<FsK^FAzPhHzY4lI<NhmS0rpM|Q
zVh+C^NW90E!2S>RYilMuY4a)T9yQ{$g>oU{CG%eJQrl|DBuS+0)nF70RuorT*7Ri%
z!xmezT656LSc@H9!+Nwpnoc-CH{etTKmz>2{;Bt|CqCB8-*nTFa6t12GIj2ogILDG
zM7%LRJr#Cn!&*FP7}V@_4{Z-@-?QY$zY`c8>xT4g`wnE1GZk%Qq!n0;WFea`7PDfJ
zjWFC?qj>EoUubk<R4fsrplwe84}OjKG_bAE<sx3M+9vb)ceku+&qDrR?YgJ;_!E!!
z?b4xLtF3`u=;tr6%S_U<*L`$*V8@<qe*8>ewEJ(g>v+euE8e&3NnqE{h|eNZAO|a|
ztJ7&rmP*28BOVuwNTX3MO}PBl#L#O^3@<hi1hl>X*58J3g37wlM%;8>V4-v14SPm_
zE%^;y<0#(4Mv|+qtl2v5Ob>6)kT<9Fq~Te-^^<$V>G{opUi;BcJ~38WSlHdrI<gei
zG;Uc)R5U&&V#bllHIuc8sY$IkBF$F8GWv?cQ-(VnjZokBk9K<@t<l>)tk3urBgDem
zd;W9a%Xf+Q!|zae#iuA9)xpslHd<hLeXCq5uN#E}gPK(lmKMS3jRXZD81bU~wBL6F
z&l(f8lgZgNRj{w9rSQW_B2_aVKKG>`!RLLp|GXqp?D}LmERqQ+9A*-X?1&4Nt6i3>
zTm6{}Jfg%|8&ozuaK<;N($q+0FqcAKjHN>|<DK|E6AAG=NP;Laekbm7xdB~5oh~{Q
zrwF;6zuC=)MO(YyyqSOB$DjG^$2)AyMLTWI^L0WXu0xv0aF<J`QzlU=h3jE45D?R9
z43Zocse@u=;*hCV&h{rD7Nvn(rEm2$HTpc}-MEXTxjiTPAG$_`af)_JZ1TwUw|4fP
zoDK<*jK3U+CdPJ@3fCV$6yA9&LD3!xP;b^B6H}@d9uE6kkw7&aXzV;z9X+&jYg(MX
zzMY#W`lVP##J}*y&?o-Gmp^e!L=G^-8M|NqOYD<a767@8On2QPlF39J?I;a8&{tSs
z10sqBWY0mwasG!d((H_bdG-7cU*MG)1}SE%S$NW-Y7fh+ebl4&#Kx+`f)&fAP2M(^
z>PG*7kiAX{8g&HRl_Q2r3a5gR+HVqv8;M<U7wh3m^1eX;?AD4-zBRKm&!^2O?QoN>
zu!80Zk&M(m`fMj%T)hX7U9P73qM{aF2R@rRy4;h~BZin3<NLCf)z9H=%mG@9F=V1k
zIWkB)(~fmw_^YU+>t!paDi2ohibD`aO@O_ZJSt1mpuYqu*$Vf8#a7d8HCu)?@&_@j
zz#$-bXLTlU19D(6EZ`eWhH<{Xn8jL`h+J=WR(;7Rhi5N+aZEK*rC1kL2wGrV(CQ~m
zAEhw9`uIYI4k$d~s;AvXJb$uwvZAY8xsvx>Ee7w<504mm*@0mM<@5J*99`0lnO2P8
z6Z+U?ri(g*V93I`&*7&q_|s1|A$z(aLhI9dA(<>VXqh%>oDQ0Rp1Ha{wtcFNwN26C
zlYNE{_q~p~5D6f_C(KAwFcEMt5oFIE0Hq4<m$VM7;T=*Ckm3w$(|_O+I0Ln^oaBrH
zass;;$U0!g>pSBqM%Vl#rV3&=D35QN3cMH}k8Q17wz3p1(RxgCxjC<Uv&Y5qqUd%j
zA)OP3$EQY1biBnl{lTzDX`AJz*<3NpxLgt~RSF5`BS!uMT%|px9dihx;AlSf>CaAo
ztMS1{9{;^tb1IxC`4TZrVM?Y{DP?`(jLodSjX#ISK}G+&e(&+WuxH?eG>crYlYi~n
zZtBzTxSM){z}9wCpMIC!)Wx;k)Tal#sgVnIQ;G1}ZtBy>ukh1QA}+7>9!H5G40brb
z?C)Bl80=2avOUYiV3&la@uQ#$Z$_G3svbfnCQ@@u3TD)<8?D!eHBB6zh3hFI_Gus(
z#Dh(Xsuj*~;KGnjxRgS_pvB>O+T^J}R0MCD%Eq+&H!hHyXp+?P)v`%B{bN&`^zVsA
zG(?F3GO#4pn@u^ImR*5_;h|FHp+KOnpum7*UK9uE!bxC0H<OHQK@a|Smn8Ez&WN($
z!@VxnOB1VK@`?ekdin5e1np&<v=q=pacXvq@yL=yQ3B;wgR1M+zhG(;^IK;^tV&We
zK>zvgt=@<IIkp9Ww~N%eG!+UNl~KeP%9F36&gY{%`#R{*mGfVF0l-`V`OTVTzh#lh
ze&5n(iPktz*?88)Iu^8X_7CZniS2bok|~alg#;WAWttjYR9tG*kn@`xT7G(`ncLFT
zmE73E!A5k?v71JG5x@k+&ZGC=5X2|~MTAmL<3S;HNxX-c7E-z-r&@_E_Z%KtxaEPd
z&fT{i-(G?{1E!m$$lkHL#~IMTVAhoXQ4IbpfKjB^Wzsw{OqGYhD>M><rgmwzajJne
zVlf37hSe2FSX-af;#y|2TTqCAWZ!73Kj|Ai*x+c|Np8TRK^$L6h7xJspA7m4YIxKU
zj6`npOdPto7hAsOrXgsbDJJ$VA6Oh^1EYFjVK`Qw-;+#C)Z^r{XQXN_%!A&Q(_HWb
z;F-lwomvp%<**4iKKz;C>G?E@lTvClzvcZ$S|bN<8MUkPErb{QBr*@Gvq*Kjd?sp|
z(b?GsPj&eQ5yIhS#U`Wp8mQADYv1N9AX^)ED6FNm7%^Z~@3=>|R-}pM0Q!JPTVnVb
zEE(eK!|g)&=ryTc-tQGvPx{njr?;%!u~`ddt9~<SW~TO*G6xSYFZBcuKzlH=r4==L
zyOs~;=3E}ei9QyPrC2tf^-)PD?um|+m1euGYID6@WB2i9_qrpy4d2pz<As?@z!!+d
zV_pJ&t05uiMZNLf_gu5Rd@Ys8=7m9a!cv$6W~V`>!36OB;kEY}?C0S9BZ$4<bA%vK
z4atKZ-ji@R()j?VC|o)R*>_Qnyk-q;f!BQSM6H$M;cNxK!Y<wK*2@4lfxJ+~ZxoA)
zSEuI_ryhTL3VI}vF8dSlSZZ=#b^eJDToLf~b{}mDY4Mx4c}+i)_x~`|%mpp0k007$
zFiY?6<!35EE|?JcR7}OHml}Po-Dm_ULak#lDqIvOpO1>cdi{Kv^+T<#!x+9FuW4;>
z!@j$^Ad}f$IQ~lN&c{A!DXXT+extAKCxEhS7br^u+Cq7%BO_vFMqOPEuj{+hU^nP1
zq+<#eYvv6O6G4IUcjMMslid)lAg|xiXN<<VKZIF(XK21(JyxGWpBkJfvd`k2cS4Ei
zg%ay$i!2H2bj*Y6pR}*{&mui|vAlKt^y*hEY-~8wb3O^5ltlVZI=wn&p=HCFo>gnV
z&|H%^_qFwVSoi*U|4hwph%0dY?hEa#dFK1|3rK)91QPdLBtg#i_afnWCM<^}kXV;i
zRWZVlpr!<b4NPPJ$iW$f4a*v>*?G!7gnoF}RU?wuAD0tcfGb@xgS{!oOzx;;Xq=1n
zv)Qq^NOH2*i?gYv0B6Qzsanag&*)p1mg1pWdotJO@-VhQ7Exd3IFI7sFD6A7a3a|B
z^dG-Q;yjLk9`hU(&4}RPWooTUm1@<T_cP(G+m@n{@$u0>|7j<%H~xQ~Cg7Z2j$f{o
z<NO6rQ)hOr6raf*Kl$F~;A#ClfoMpgODm)(GGRczLhnSr*0}9P+Er~faf`a3rxICB
z@-pL}qI6A`wFvd~;1gL~3@63+IQ*pyU|J!*ErbN>AGWXlMpV6o#W?$U35g-8t~V@;
zq$Dv>pn?9*8oaX(ed-6b__UtW6`C3QV@3}PLRk0yPyHU0Bppr?!!mK8N#4AH;$_bQ
zt8#Ai;G6Q?-XqJ~!a?OsA9?VU9zb59>kE*fkT))RInEpMIb!Ms3SB_-)^r*im|4T(
zz&pfG6FJK}=l1UgfUIV1IBvq8hE5W~hTO881o1d`=Ok+^gn59*f84(M&!QiaHq4&3
z;jjgtLH2h!ve}&QrqdI;5)3L13Wd7|T@R!%n7e{jDm(&N4a;^Soni;?bU|;^2_zws
zc&iv@?ek6t&JJ4mDrXTLkSo_(9grT;fkoCCAYhSo7<|KlUt;YWK8T)TXcFN}REERe
zDB}pk%yV8CeuYxP<)t0o{O&n?8AUxVj*`?67hReu`BU}bPAES=q&wKKjP2orx)+|B
zCorj;3!nQu^vBexIhISO5+24#sFdK)W>hw!`j|+~$nRO4tb`VC``C=Xxp3{$V7iC9
zF$bLP4Q6@RW#B#h&MnNIAYzw+-nfS}x(u1kvdw0qn@}SW6?n|~VnrLH(u3C6+I88u
z(i{AvSVy4Hwe&M^&;>qmSeq+95KD!W7j?>Jly43dX*`@Xe|usrGr4>oCs*1tgY68K
zdUM-S!Fon@(O%LaQvZm4!K3Jc6Eu$!!OIFQ70kfu?)9`Kq|Lb3N?iKVu5CRtziCgF
z)^v^X_}vz2;5-yN2~e|$%y!vseR#O;nwv`@fk3KFLWp>}5_+9<r-VsTbPDd(mJpyS
z618U4aD(Cc{>0kG$KW`J4G-8MDr@KDiNS`_#%kO5OaEX8?2d17B?~o0)nr;XGBOtl
z2xlX$B<PJ|YP#NPD)COm3^2N$y6WE32anw|7YOBQipd5=Pi^r)diJAtT&AHYCQ|5r
zx8$R7B3MoPxnT4o<zYrE=#5J+nXQG*iM^LyUEBWTQgm)CQ`>Q6qj%!+OOkASe0<s%
z+FFvr`BsRna`B#O%|mR|055fr&D{`HEVhtnwB={%OfZwp;F%16EBRsa2@<zlMzgh3
zwFhg@)`(hoEuugq!GMCJ-1Sh}NF31hq<wJ^Ve8*D^=n5snHB^iB4MsnwH@%pR+Y7R
zt_GvW?^XhuFS;;Us4XmK^7Ab#cF;e85d-3fp+$}&R)^NI{)HhkbJvmKwSei{4kH9a
zL<=!r86x9xwitk+@It0ZMK(mjS-bkc`h(hgX4r-purskydprEmC#7O8>2XOA{jCyB
z1e2N7MR=k_2nJlI(NL+kd0R@YWr9xH<8b)sU!Y%L6rFdfIt0Dsr-h;!T;1*D0>Xq4
z<XnV@w85U9+Ea1^szG}Ko-<Z-!?`@D)Er>GGhH7tHdg0dv$LtWR3w><c!5!`u#=}I
zvB^XpvV(wY7AEz2p9Y<^Y0!GK_v783(ArChzWW#t^u00b+}B24bS=Fw?2bfrnoVbO
zyc7@e=uIw7Hjdr><laMf&FjH*Nisu;Dp<+c58u3^;V8=FLG~`rH?{24&U9|ElO|VC
zRtdS__y0s&83okV)t`-D*^JDNW%7&HjP-6jyri=uH*bZw4&|FcK@(9F$DM*+HMc%+
zyw^E$Yo9TF8-EV{1(HE>T|UVB{d^{q#C=LvSyXUE2OfFO3s2ddg_~{znq=AkyG~w!
z1_W<)0o+tJbJZ>POv3&-oU6%Z+)PdGDV1+IaU_I`(R>K~#pQ3TXj9V@!SGNn1Y76P
z8!p?OU>EQ07G|p<K!g-+%hF=p()1`XggypRQKick%ou{OML#P^Y)TBn6h$G0_3g9^
zN-?a(>wBQ@pzHe4#n(}f;P;r<oVtH%<@VWdC{yzTozoM$^R?S<z6|IbD}=5HrUiFI
zy;Pf=>?pxzA>8L>yFkbPfxg-~MO)ahBmVj9L`Dq4oNJxw$DTp5$T*VeQY|gV9IK(V
zP6BxN#apvzw(}b5LV|YE;OrS1^fOdcw)X=D(PJMrsttB=v8GV7XEEzp6-^QZt0-wc
z-!V9xAaOb@a`ow5)tMe2ius%lSx+#39c@g-nT*>VR0X#f3z+|xy)S{Yqbl>Q<yPIg
zb!)v<b*t{a?`z+^`}T5sO{Y7ZJ)KTMXCWa8;A06Oi((j&B@P5o23Z^tMi_iLGJ-7b
zPvto{=!-u<M+F@h+@3N|AEP3Y?m4Hb?(N%2Cj|BV-h00>U()&A>aXh7`JYqY`ObH~
z?_aZ1MeI)6PLnQ<SM8ouez0H<g#2`BCc*hser7tibK8cHl^57jy}~aP`Di>YP%6b1
zYgGs7fRRzj+>wK^Ca|u28)Ev($OhyX!Xn}$4B7Eq(ZVvXwXC#F+J=sqf?1!JEq(>L
z4fP^1#NDD5g^k60tiwTq$FtB5$Mh8IMlc<&GYwGmqBVVM+wAFD{lef{j~wM(7B}#%
zg2jgBaw%L`Qj%bv;MLJoFQsyHOtwoEhdtqR_LZX^hudXmHI-F(%E5tqxn}VO<W}Tu
z2o73;qu3`=yV;Vj^%T`aU5!0({sUK@bISqP>e%9)$g{{*h!yBsamxw1R-j#1&%d&M
z$AQax?>IO)x$Vf*)LGE>CKs<qzJWr%Iy(}23_SaGEA}L6e*{4&cnyobjRr5%3$K&_
z*OAPtVR!Aji!rY_H-Fu(g^#o^i!M$tK7>4s99X&=>&bVs?d;s)+1<r=%r%>9E*ThD
z+m0K4&vG5Omrck(%RQNyArvHl%*+%=fQijaDug8(ZLT-AgcxH|=q>0m6=P<ATiTsS
zFihC8g89LS6PkNpU<3nKeGoS@WUKWuaHOnDC5NzMv0qq3*-7&`Fif7a&@_$bSG}|B
zS+!<5Kt39Z5muTkyyc<`_igsEE|~>}4&wz1yGTH-zDCbQav&kmE+>y+q|<&(NF);i
zpNNMU=9qJEs3C~?1EtW!a9wU*tPM5TRIaE9BeVMt>`n2B@<5zOlpBiRb!qHvN;p+d
z-9FRYz6zjTZZtI3%jfpQO`Pu5aoPZJnn+FSI89IIhXGD0Wdh>VJN>8Pguf9^e{W&I
zN`}u@D;=D!FMG<BdIzVG+i$))a|S4-GHH=drDIDdT~rE{Q_(JzJO{72Y2ZvTLXmZg
zPgwGncOq+$QGn3Is{W{#nI2!|1yYzU^hYN=Y^5?W1*cyR7@SYN3=rytxU|EN!q>#!
z<-2{r>KRdJ-7dnviFOnk?lkD28No{9aJvW${|uukf`w;s1|u-W5}vL3TccxP_vD%>
z9~GFIn(+1?%*j2i%{8jBq3*NU8T^9(vDp>#I7p=@7o!Lg=WofNPG8=}@`Pg~_jGPf
z<F9#PEM5-DBw-~jXo!m@Q*!#OYU7+;I|_ZlYPC12)~gw2@^e>4H*Q)V^3QCZO=xN7
z*S_@nyI@fpifl6xS`QJLnwoCKz0A7R(>*}E>%8%nXNs-Wrq=%H2<bjr2O$8@AA^v;
zTFf~ae{pgNqx6m)+mb@W@5Gc!DS757DT!p(UE02NYd225sqJqWa7}HVjrlk3*wKZQ
zImg^h<ghsLq*)#LbBhSGE#{);o`{YmQ3o2IHZ)L|#RFqXTWhAq$l{O5XNbFzIPnb_
zufi<EjXGb(2v}9$3XY4&D&%tH2=d-mePUvKRXKnlwV|QGma}#J_4_y1TAMewYItIm
zJ#pm7=FNMqy_Vk-*n{oaGck?qK+XsDyDU7p`2Ch(<0pks8HlSoG&C{V4=sSpNQNks
z&G33gEYHKeM8jjzy%!?`R(Prx{91t9#(EH56O0{X)aXmN=B%S|e-Q>6j2aEA?rzqM
zZN_@NS{G%*y}^yH1^=OPC+oXzmN1{_9htv1T?=q6=<$(O^k)Ref%R2+WZY?W4vvj^
zS^T{3M28%X=)%`ild{W!3nSl+=QS!Ss}a^-2haD&WgN{W0>58<=_H==-ZOv6&V_3*
zoZx9*742Bf?k@uuj<!m!h{|Y^ow9Re#6mHg!y~f<4>y7A0g<4IM&4$@c&jXPD8@^Y
zg(e*$k6RZW$|g3&UH;v*y$xE{+=6e|AE~l-m!?>SzAKLZn)i}6JNlKIj(^o@$NcX*
zz6+mHQ=ElxrwWQYwtZcdu`+IjBju=%k4F5I$i-<!^rdrx!pD<w-W}up1HSS#Eww4>
zbK>F`h!C*#0<s60Y6WaLyowAV(^@bGWazA+X$`Md$3!4$$3_nNb!q6=wd)_?R!Vou
zrjfA;41dMk9yc8p0=F*9jal;hR+v2rFdG<i0ro;EPAXKihp;=i!721N>w41jJLjSn
zJIh$)04u9BpDOkG`v!sYOv+iOd)4%$hkRc;O;C0+b@st?_ihapE<AL>?$we{-+?0u
zz0CLV+@7-4Ll?HVEDU4wehUBFd}8~q-FZ@SD%QwUMFNA{$#_+MdR2JMXvr2F^~csu
z4Jo~6xyI{kvQTt#1Dp4qdtPDS@Rb+Nk2$OxufFHLyRKYgsqL6<I1F4Zzt?e{H*l@u
z0|>Ipz;$45U=_r5L<Ev{to=WPE6ma9o^88uee_M@T6ufDjq1QHN3SjYnJ}HYI<thR
zcJPKfSFMOAw2=@`Vjr-8-!^UJ%a%z*ZgJSYmg=cJyzkgPY~RSb%seoM=;B8fk7Bz3
z`b{L+VtNpyh@wn{sale7A4T=?U=di>i^961UXru3HX*H@o&II%#b$L_CnpF^xiDVz
z6xCoOrKMw@!J($+%*#?xbgzz6KCdi$eH0gogcxT*9abHOTy$u#iYp73cuF=-p*c@D
zA8H<GO1V^owvoVED3rq^4ai;xWwBBOC1BXQ)IQ&P)O4YlT3lRogSH>Ve~-mUo4Ids
zBYqgp1N~)lf8Ee{t)p=tGHqz|bu<=^qDQg2yRPw>h2KJr7GmsA7}vn=hVhce*?ivL
z@Vj8-kV~aX^-icB;P$eKpE*10n02KBMT~4PvshM-kJak+vRS#_ljuvR1emAbKTJR=
zl5omwDCDEOhfo5iaGJ3Bf<e2hnvYPFt;LU0m3qos8jiE!Sd;@s&l+{8F_CdF<kOfH
zw>vS?E`lYQrx10>wtWllO;_{?{6`mmhP@B{B{G0iT3n_m;Dl#jph2Y5NDz(&rC5c#
z<boYB2L%ipo25wViWNxR!(n-y5m3OkoKR&{8{Jf;eQwF&_SqZj`;xpA^vKH#iE!5C
zJgJT-<#*7c%FI!aFGF=RJa9jkl?z#dh5is|-@}Wa#TE1i$SAV8B@dF#oS1F`agVsg
zvA(`kF7RnR#8q1SdW&KB$!H06me3M23>_~5CUya<Ge4g(=5TQ-Q}Yy6LMJ{Dr>q3R
zK7UdrQ1!hBX|K!SaCzy*=E3xvDfFoiQKH8&3+t&ES!4KWv+q>JJYbCLeQwzf#(2P}
z=|En`gL+NJSh`&sqT{CP1PvWjFm<L<OLZTsEP1`Ip^ju*v>N4c887)|y_6xt!*c6K
z1Wjs>926G)=%XeEr!``!SOI+O+Ry2#;J|OhZ5ZZ^<V)3dX+p_4!GxGvyCmVCPA=HM
z9Jn<QPlgnu3}JgiD{u663J^{%&@fx_l-ZJE%U)a7lt(jFqb-u4wW~2YjVYXIYhWz&
z%{B)XRp2~vhON;{DA2_pF5HUUjXn#Oq|)PjAmBbl?QDEm=`6;%N=cWy&|0%8GxEsA
zLULm~vv<$7u~eu!<VT<NO>ElJXkKyQ?#WcEKglYo*19z<k?(2rs$i_>-v}#E$zd~l
z>KjG{YOtL>_3+}A=y$NM0gYMHs(u&S1U2%3Wg6e^Xxs-hc0!G8M`PhP=y%Y49gPno
zzg?Vx8pXC{)~|u?Lo$fxk+ep^E(<8BrOI6+4rQ*D^!|dLg6<S|Y9x%^%zyBtq9I9$
z28Cj|AP}UL=B$b{SRNi7(p(Xb$}&#P4-B$9qDldqr<mk2EEDiJ;^Dyy=BLYEP78>F
z##6`imfe8<5O09{K4h*=`Y|uO@1(2Kb_V?+dQV5=KD4rU9n^@n_uIiWFb=0W8ux>1
z9Mx-lm#zW7g;}}=!0)ybG<+D@{ua1ruYU__oQd88YpoygI$+++$6YMaMl06Nkm=gx
zF`Oy%b~NJluU<3R8}^D6XCn$Td(S<PE+=4a%XMzQ7|2uxf}s@Skg1_7&Yc^I3^eFO
zt|-Ac;lcpsL_d$Tz|-dF^C>`V$-FI`sb&yd=3tlMW^NkzXXKfhH7@mT6RX?UrQ%Dq
zi^d8jB}Y2TqbJhaD(#?SeBzvmf;h^m!Ay{`IU`x8&0-~SufVC2H_T1blLtop77J#<
zwq~-O0A+k+YmeHPn;h_|BSBw(J!2>6KrAjsqaI(XzYr6iN$)>@f69|_(HaTyetK~P
zzZbh6;C)k@cVzL?;P|mc!D7X31;=mhu$CNwJvH7Q$4?^)JQFDat7=n;NGZar0ayj}
zXsN^po<ymSC!vp~lURum9Ww!QiJZe~tOz@PTEfgig|r;&<(^7OE+4x5iiT%+Y}iXH
zuGG~>Z|m0vh6gkyEu`{d%$X@RBHG~ibUeA|z<K58C>!PQ#Uz{CALKJTd$e>|BN?wp
zwUSg!lLxjpeY`v5kn#p22XHK43&HAoT}#l&{&IggIvnLRKiSXq!c0>eTlSSf@3s8k
z(-VhNx1_KX*IIf|jnbx<_3(z-yh3NAy;?Qm8%AtH&oy2m<1pH2g^xIBwxaWKV9)ih
z%{$f}?T@XUnegh#gXt@8xS>(|FKMRiatCGB8gnEIy%FcY*kmNP>)gvmC+x9g)D~Tn
zKxbB?AwD(PH|wstg?J(%2$e>OQ>#5GI}@dGo8k}9Vsrmg8m3yXF3J8JhFefhu;!xr
zT&wpb{-QAo^xl3izGtcS9*zfymafqr5BD1yqbakR<g<t!Z{cG|6^XZmj57?RYAcG>
zsx9ubAx7b(9vEsrBdFnJg1_x?uu=^eEVFoN?qg?9U7O3CSLD)mp)xS+w|PC1C)YnZ
z5v<RRS0p((8&y}YopdtAff0Y8wQk=CYUP4Xu_Q|+@9=&f8w>>*Yb2W!V;k46t_Nea
zA-Ck!XopJ(kM^c0lH*02(Fz3rDE1uE14gx&CS*M322!Nc1RbOcOP%lNG^M-dtJB@E
z917Bpb{PGvM(+IRz`hN`p4NN*=C+oV7aaER{<prZCYM!33p(?nHk$U&Z);IX#4Sb(
zt=wp4^`4sA7#ax$^T~wf$d!tUJ7yF6ugr5!cWE*&S86?iyBJlD8Tal+F90hh8Sy-U
z(+FZiISSSv0weX40@~gel_V<x<1kB0pjWfg3oqFm4uO1hrd<?)SB`)FV;Qxlm~l9;
zk93M641};*%R7)P=x4?r&BWuegdCUc={7heoqfU}yy|$L@h-j&v%ih_9^R(GdX3R!
z!NPL{ZowQ}PoTJQ{pO-0%CeQg5pO6Tlt`Swa)&FJ$CrT7J83xQX>z`z?1_g0Qf03n
z2Tmm~x>b#*omMRLiPvw0K}<NhkKey!;|yE2phw=Syg73nJAVHO*6v>ojq&!}W?DOp
zgx6?458w<Ep7BRMLI2qO1Obirfd1QQxetp|2hG{>3QHWu5bN1x8XxRv+`n8y?;RGs
z5R3s0QJx?;1blK3ZO5u)^gieV6Z*~w_<eMG;@#sm2@HYEmdyClAXu<|%sm=WtCga|
zla;W&O9KIX*XO}V*a}8M5h;LYC7ofDg;XY^6|}S#WAmNiP%5lk8Dp@ZMU23qaYrW%
zi9fW51h7^(>aa>KpTj?~VOK90tUQ^!s6Si?IN-2IEgKeWDiyZ!sbqxW{L!r6U9aSL
zU){~STrQqgDD=27GytCO11-1{=DL$FnjVXUeG~Rc+HWFmXv}sr?gJVxEZ10wV|Sv9
zhKBC3Ji2fcprfCOE+Q%5=OtAdE>Qh)az#JS*tTE6$y2av)BU-qB!-fuaAEhFqU7<}
zC^k7Zw`+GQGf+&*l<Z6U)$DL8)`&R*nY^IY@&PTFJ$vWua9qx<t~yfz$;ca9xDx*+
z+C-X2sbyD`1YSds8k-Qn+TpQq*zImoFf+Bsj0*@an-!pDZfe&Cb$ltW+VEgbPD(~8
zBd@r1<m&xCZM5E4S5i5rhvj%KK3Yo;q+}cKWKx&hct<A_8O@kU#8Mz3Q#OK-g5a62
z_Jq}tmE(De6ugC~k$T)L_&TY_X0|4585XyOmuG9XdQ4yCLyM0QRrHt0PGm<*T`x=z
zX!Xc+eY#FWcJACkOx31pNCLQ&EnCoE^tb%DzXkmmO<BKXd0e6VvOeqgwpS`=PIRJA
z1;$d_TwtG`=;W1^iB2L{-2M1&yTnqGJuTZZJvnC8WxLk~rC7*E|0!fAp=Q?2IlcUJ
z#D`)yN;-pCpO~vQJZD6A0ucT?fbfGl-^req<{pWQ8~P#NNk8N}>Br;y<2#!(Sp(uw
zG1Lm-p%Iwf;&RTy|3v1T?oh_d2G9i~etO2FCq%?d1Y8O0(+4_;^{1pf@tyUS%P!gz
zVr7;T2_o*LGd)>m;*#APV?sFOrN{W7gfUp*k7GUY=D<`>iJFUIE3%ZtFbrTHE(Y0j
z8DQVPHA~3E8xfxX8>EkK$bVst8F3K&ah?AH#r96MV<mbI={oTfbW9!%1OqyC(ukF8
zL{_)hL0_XW#LIFFpNZ+=l8HLZNovu-U@_PV;z528J|{kt0K#CXTcXK;xk<e%1X7l>
zJ{W=S?(R8(AcHtL9x>vaAYri;WPVutt-CpyA$7E)?$!<09Lh>zpG=&ZE8~RF%Xtk=
zD;83s#+O>W=3y|!<Ds+w7p%mELNUXghBM>-#Rh3aWHuu+EpAiG*Vi|!1GdfpY_hip
z0%i|}i{Vxn4{zjKCm^;GWGjSgOw77$>|pmGK9MV91<bnHGNPN$zhRaGBbv0@aEx`R
z?8pB1xDfU`S4M4x2+tC2hLQ})f(l>*a}z^3czV?^Unpi*g3XNmfYEBHWA}k|^;C<l
z1TsMQ7GHRB@mDQLkR}W3<GbS+9}mQ_xVKk@OUg%DE%lRnPL-Z)0?qFHd^vLpR*9|=
zbsAoYpT+lHdU#~|Z|{0f3ydFvu#y;=QR4>>U0Pzi?rd{(B9vY`-ml5QwQ=wCnsKMC
zFfigFN~<?b_tG<@;BYdW*U1T*$BxNvmsN`rG;eoKgv0AMO!r0nJtI-c;~`mv&#xa!
zTPd1hDAa7dhMfi0owb%YK!ou|28cW?hqWG}W$@l<UA%X_Mr`3EehKTzGfSIdLSJKc
zu`u8l#V3Yp&hVC9d-A?@vs<H_#E=TGWy;XRbSSoY{e))ohC({k#5fbr=47cc(BI>y
z1Sbp0CMY!>QPWYM-O4i*r+T>!avZf#q*Zl$S=#TG2#fe_lChJFGn6cP9OY_J;EZbR
z`xYO=4g!BP4AvyHh9D~Hb-<pqnl%z;uBNnX*UP9lUfQC0CBClr9oJmb?{!<OHj6#v
zi5|T4vf{8JT_kX^(Hbrt|M|0WD(p--tuCLR^*IGkP{i(1oBrF>RIxt=?&AaCJ}$S+
zBWa}G5`4a}he&zDVLrwCJVep}-3dTv+GK;JQ&n?!-DkTn8egiLo%N@@5+(ZjuDasV
zvK%A8?MgLpx0hG?FR%bNhD7az-RD$Te@}F~k_t+pAgO}qrXhO54(y*lH1*8)ez1!R
zQ=&sh@1Di?;Z4g`$T(7N+4@uzW#Y_G(J;a0G>Z1YnN!t6ExIjPDumFt!_0lf&UV;x
zM{N*qkDV^Kf1}}|n~lZ8Omip`_Kc1X!yPfLx7q9R_V)F88AYTCD`g=hr%DOsW>a%E
zdV95&s=UQz3l3KC!oqdgLCz`)JmDE>_MKCbin%y#!&yaRST`^`yhoulmx~fqj$~yw
z!^i@SVV9^i-(Q2(MKuNIs|OZ7YWW1V1<Y3$nry`HUW~!x#~(i7_?0@(E@bKb4YnT~
zzo?667kGg?67AZg;}0)sEOG2E-V46z3;OYk&1%(m8)u%Qm}lM#zO$oY+)MjRLe-BS
zT7KqkZt2V=jiob@(c_m`7|82uy~I2Yd418v2Y__|tpi?qKbSR$W;QD}#b6A9L$ry+
zQ0f!K9<;{^hQMP*U^Fq%@AJB^WW?CooI>4EHl5C)z2Y`Z1i38OX4%ijlSxNq|K8n&
zsoU@R;Fgk&c9zC&yY<GVYkXqJ5#2UBsra%y$q`XGnQufim<*lUK7V%kLsqLbRH#V)
zl#4-`mM!ZZz%VQCk|>u)qqwk7vO6fSaO>SR7~<U#$(fI7Iy>HDuqTi?WJ^n=0{sCT
zpPQb}&*k}k92tRaU60J6wie4GJ|qWUvzc5UU}09Rq<vFxWo^*z#MZ=~aAKR2Wa5c!
zW8zF~+qP{RJ2oe_?H%tVJ7>QC)PHfV&rR1`t$M3g)mp2%pME+px!*pi&r<*`w2Q<)
zh#7$e%3<!uc>$G_v-NSaTgM@`&y6)NqeJ=Pn&nOKM%QbA@TE2AP?f=uLgiy&TqvRm
zZfQi9UfPHzw9(GX(81H<0`BUUqx00lO8IZ+AtoH6ma2<F$vybM;Uw*XMM699lH#9>
zUfEHl@A9iWGy4jat(^U(QxV2?SN`J3lz*=aeNu|eU0#w)_pxhG6*QaqYM^Dqg)(t#
zl7I5R&6320V$amn&q-_|Ng(58jjer=<v+TQv0Y2#=O4{OL8=&L^+q|8UB^I6oLAC?
zYS@ac?>kXX=HnPbpJ<dW5U@XdKiiOqmw9#8B-ljoRP=(eHZ~2ehAuy9RDp=xFV~D0
z+nC{PI~mi6OlDY@jvQbp+;8SZ>%BNOcknc)vs7^6O4~5I=sEvYkMf+ks_dA6!tzIm
zxWtEvzV6n0u1*U-qG{h%y8idJ{}0Q)fZ}RAKdbD$r06LM+-A)a^pLtdxB<!xkMQR6
zV)7UCY7mj=E$ViH+O6AEC*$cJW1CHf8&YoxbnfP8RDwEm)M-Upc7l;!x^S^u-*679
zX6DTX@t0^1DFntrUvXKm#HvLiS=KPA#51Eet#G#Ez+7ZHbo&i|U75=(uXPKzDA=||
zg~I*>8tI}hE@Hd<P(G?UEWzmvevlsdRkC2aHE9ghwDG9iYI9LFbrSX4Sf4o));=ho
zn8-k9;>bIGizoK-hxA~}+-o7fi_&dae_JX0dv-4Qy1QU9{*6PX*7fn<Ms>J$6Ie1n
z%&e@PmJ%@>A5WQw>=oiZc!S>SyBC}8fps-wXEE6Pa62OW4K<SavohRpv+DV>J(=$e
z>g#fFf9<H#U5kx{SO~*HkKaOc$Bvm&wml@XeiF~5IY<O}&pY&T9Mc3TbpoboYIIEW
zirAe92sW0p2s&ftIhpi*V|q5yIN;S*cos__v?|;R`P-WDpOTQgPTO|*1D5|`Wn->t
zR%KaydCji#&I#&%EYn@!%EjcsS}&#IC-I5`U_typf2u>FW!9qGJ>wD9s6RHumtj-I
z^~K|m!b8{l3-O=tG2{q!c5#&Jk(B1XBVxZ$BLuNP)bQgw@Kg$`gGicfk<f_rvw@?D
zs2UJFQw=Xhn)qC5Xy%g3p<c%lUkmyBPymg$hXcbqU8fez-X2>6JZ|6lVrxZKHoY(>
z0H7Q{0V2prZ~Bm;BnPBr>P9TPyTif18eW;M3ViK*W4+sF^f&1<Hd{Qz@Th8m&0n1h
zjf-39X#FwCS(RcVnpcVvYz6fD6T_jG^NSc;4UW0(rtHY6n}V9^MJvq?EKp|+**kQl
zEhLV)T_;K&6hGc4J$t2at3nf^OEoa@wQ{I&Jjjg-F_y}vtf(B7856Dubnhg7{>`H6
z<fjtf4KN`l!0ouA2k5;#4#e4Y?w0L*l)2O{WwqMlx&3j2FfD~(^NXpZxr>@5hM3#c
zE$~)$nfIWf8!C(*T5#_gv)n`NaI+kvDCvj#CK~;sTcR)Dr1t}Z$jCySh66H{s^f+7
zqw+{k3Z@#q-G&R7Y$8Lq_HrsQJ`Ak%Q?17#O>0gAx+IV_@Qb`2JtVug&tJ=k^ST^%
z17Lyu`<%g_LpIjTGWS@j<xi`<jF6&P{dW};n`R7mk{)yvp_FyWuRP)#5dgaUNZ~$r
zMKAYig<n5?xZKv69dgSN!v>s1o~V^=Zfk68zqOteR)K`yKysB?!*Ln2a~|<N!yx{_
zHcCKDOvb2RIjP^0K(Bv{2xYzy2r*IATcNx{HF=JM)TT2WFDmj#3xD-*_^Bt~gXF=E
z7%%f6PmuCUsKSS-k>g%kewBfDXIBjO;N9mfzi2c!se}RT&1P>+dge|C1yhjFLu50N
zYFf-aaHi>4_Lvxq-UIck@)ZYDa=?f*u$VZpxSwqL=lUAvC_vZpSvjkq&FhPsi-KDM
zwhz|`|JE<)&3p330YTw75)ny1?SY)V>J$I(NbhR4b@ugug1`V=1J?zx_uy4VdIo}U
zdPaoojLC71L8#A{)k^QEn7`AdCN|ZhBF`_5r_-_De%~(Gr#27_krw_gQvdeBga3qy
zFMR5Wdm!1Fq9U&0AE)~{o`!>i13qB{1+6SKS}X3m?fC6?#&c?4KAM(!1#NYc`W>jt
zZO6rLkq3i-=R*(0vJ<BJzN6Bx;{yYfmzcc54^MRkCkZA}2-2;m(BdhL|6bl3P!<=6
zU!h~dQl(CASS+mSU0HD!=^wLM^@8%uHk`5<q=`ry;|q&d$#1+b-wgXcUY?MAf%^*=
zX`J)Gn;oyqb@YX<Gec5Zy37v%U~43bjafa&7{6NE$gxq!FdJgc2E7V2sFZ-<PSv1T
zOXEpcdg_ypqDA@8KG+XJ4}-iBj*H*5fZYC+?Xg{ka#_nc|9uY2Ih~jy<+?=#ys#Ja
z)JwLt-A=-7vijXhX{Mso)mxwIZoAhIGTB@4yatl8Wut&B7ZZt%gFgJ*3!Mh<FmI~;
zHEcv%IbRL6UufQ9?f}YR$jC90&0G-}HA?F5^r#IOw@VNp3G#vDupy4gDv;2-{<~Uc
zJvYhe`PG{Lp5xx*!6Uj@C^$WD&FBGc_Z~{><e6n1*$=H~`bjA%!Gq*?6W7JbDIZ!o
zpVzM(D4i~6|4~JqV^(k2#y_xq&IG4V^zsLs&2>RwREj;9b&DTN1nwgdT$mu{#b@M^
zN}|6mA+e8_%VQFq9R9>GEAM(InSE9PvvsaQgSlizv!{8F7Es=;8F`P6utE!Ck%GTJ
zrU)M?=iGyGZLIMGBMe7!*@VJwrBGhb0>3?=M+8r9A2fvt8ZjW#658M$<+DV7MIXb=
z5>Mu;Xh?uy-?8pg2dNjBR;wYOAaX~J$g4>U9l%?m2J%<MAvhI(PkiUs-h~0VU?p9e
z!@Qmcm^xZ<CFpDrHqMcU2~xIuM-$Z>%5c>Z3uDcU9@KI=`y<76Y%Cp6*zas{e=I-$
zvckM*qyA)gJGVvgMtztTX{w9;J1b^~e;&@8M)G$jCFLhNAL1yzOHl*iFOtBU_`h+&
zb)>?L&P3}t<#8SfU-mtTR@u|U%@vH55nzh?AVsVG)&AR6AHKyN6(N0g)}M@ol<~Bd
zsk?X+nao|KD(qR&P!lEZ`_hh?a9qn5w6csx2|!Rsh%)sH9qMp4asA~HHo0R9_dv^M
zl){Q=vk}@=kmO<B3#5(}9mpX#o*C+lmLBS6Ekm@ck)ss7iAyacNhN$0J9yHF^KnPs
zB+0OU;swQ3ixZw|Fme-mlN*gjtI?O%e)DKUzD7SGCMWZ};?40A|Bl6atYB#ouVrc?
z8!Lw}@xn7-l{_gfPG)YwjgH@*i>f+8XChU1XBFw9$KN`lF4FJK9AeoCBN1Qi01U0k
zeei8;`o}+8UY^^oQN;|GUX`YQ&&tNhL|-#5&3qjzQR@YiL_+#>U5HS*zCV3Dos$*Z
z)V%Yj$OmeU?^G9S9mtXL4Bn|rwq&yIJl?(k?Gh3g@1}gi!eQ1IXg$1X-HH|6>UnDI
zhZC&Xu3j36NWKe2YgpI8SamQwBPO+_kGYgM*4ZXL+-&AK%g)Nq+FUxRUYd|UsXbh-
zsXBjDdo|)u&m5E@eL4HNd?BF2pH{inwIe;>-|Y3>I|P@a4?r*WHe&zN(3f_|ge;Sa
zGHcV9V&G*e8n?(@&4$8fPr+a@p%;c&e5ELhPpWQ$7+&J>nVf@<zxlQYzEZZqLGMO9
zoi5o%MiY}>`EL;bmkdAt?nlisp+2m;ivZ)fKcMZi|L-MXFZ$kt(_SolI?}9`+2suR
zSV`$-fPjaU2*zR%$xlG+{3`D%`zrm5(fg<cHO_2SVw3^}8dw}m?w24eom(%kMa8V?
zyM!Z3mO1n~^cEoS(>w6Ren^8K$hdzpWKAhuX_|ORwG!|2eeCt{=&);?e+<wzv0PQ{
zmmdq+k>(lfIV7?EbOsdJux`$I`a8Rd#;SGf*8pABNZX2Vh;KLh`%v5$>XWu$IpMca
znL~j?j6;?K;I{lW`8HYetME79J`5H!`gk~EG?|gSqDDPmz&jf7<j@58d}KhcnbxhN
z<)DA;t=IC!NL8yx@uL!?_qemT!lCSBiBVJ7;%_rIvkb0!f=WBiblSS`d}RjuX>6{v
z+dJ=^7l3IxMlXOQPmZ4zruLG(FL`S3D1H~rz|Vq9Z6%TyKSiOdPux!cbbaiL0!1A3
zsJ}Obb1tnt(w4KtAB)qOTQNoQEQ&fw{WzH)sGk`}>ffHlNh3P8gNY(!?=-u8M}S~x
z*F+9X>+K)M0lM)#*)J#DWXzPl89cc>xrd3@hsWGx2CzUIpk&4TqK5L0^vC|MBjNN{
zlJ@di`p>s(pPT7$DFhKKnxzO<iC6Z)sV@V_>;xHpcviHmT%5~+kdWkxcrl&Jd7L9I
zH7+&QF)lSN%Pk`=jE@#E!Yi7~jj7ru75`c8O!Q<KOTgtVi+Ec%f;R#15^`>Sc{?DX
zlkA(Go6WZw!JBQb8J}N?e4H*faQZi;y;-Sm;Z-cQ66=@E1f5_yTif-Og{KldX*AT%
z(u2&b?PT!mr&DdTBfdv_?b=TBXVXUxS|<^9hRxg~fX&`_?&x6`bPi`w`yEcNNcVTG
zx5m&TzD9_3fpv&=j*g=r|3%7W@nu`%Mx$SX598a%r<R7i?o4^My#mdPeOIRNE+1Qg
zoPLMG5tH|j3;WGc_swC;;RnYJ&_sU)*eO`~{Y*^nK#*kCbT+y70$YJmPigiqTDQ9A
zvL}}(xZi2+eh{s<yJK7Q2KnZ4wEMhUw!7-OYaN&bF1)baA>Sd`S^jjxHK~@eF-Bwu
zr~Lh#&c%om8}G}mm~g;EGPeM5HcaHII%8ThsC!Hd@p*}QEDzy4mGt^nGlX2R+@W(x
zkF(w>a_MSW?yvf~rz;nGj}JLAq<j)7XsAMX?GMplRx#+&1amHqhU5OKZgeCMs*m;5
z<H*o7GZ~T%W-M=u<o>5_FlIHPKQ|fPpjOwae1SE3m1_`x9~(lHRr(wmI+c72ih#+g
zcs#Fq_#9=cACa)U$<VYYdi*YDqm&2&H8kqlrvGF5J@Rag2y0aR@S={r3JbfN26a)#
znk<BN%kW5mEXM4A{euL(vhEd>D}>|Q8K;<`zGCia{`UJdH&oAi%sb%t50ar}Xq>WU
zA|%I?3qr`m`$z{V$Ow;mPY&HWO<e?ImI$&6bFf}UcqH9AEPfw(?;oOb8pi9DNd$@I
zak4&yX~PRsJ%;&C49$_AQ@^vmZin@n8+Sh!U<V7!-+Z88PCnap?<f_2#!;t&45$Sp
zdY=n~*;%*W6bEPVi$8lKN`ziF*Jo#!eSKS>ns(M_!K=QYhK~o6w^!lihtDi74RiC_
zE6gP)f{Uzk`l8lA&`2m~q|wsFCui%)+qR~r*wap}d0bt2UUj~`zHrlyzSch3Ez73I
zcJg?IxxA@IlgnOT%eIr&HXyR}yu-z{=^>&qvvGZ$O~)mvrjSotZQhc;iBo;5#x7Ew
zLp^z;Fvjc%`+kz(WbOPY$9H%l%+<cCwyA)7L)K+U$@$*6nL&Hrl)j4IEkDoGbB2f`
zmP=iOV=X3j$`{$_VZQ;T{?8vD+t-K45$fo_skXDu1Z~q@z+*AnfdeDy;Q_=4+z`P>
zm$TNBtYg*1ltH31{jM510^3_2qPkvCWlzNV`pM$#=dTaQjrYdkRv0;KJS+h<Ed$(^
z6wWmQI)W1o$)hh8%%yv<26UbzZiE$cbD9RdhVrVN`%9JQylNloqUtNt6?%$Hdb;-X
zb#_+e!%)QmC^1Wl=}<M1o#k80Z<nCX_2E{>r2|{+dy7el=g!ItHQ#*kVtsu*Ze05o
zgzH?BsrcTq1uwQYU?Rjp<z2Gnus81-LDk(N5TtQobukGN#^OrDPaSabv2XSjX*LpB
zRM&5)_mmG=tf(xv#be3$Ma|veZz+i*o*zbebRwK2sKntvq{t+?6jvWP-lH>VnHmv-
z&=PCM*&HctMC3~243t#zZMREiR19t4d&-hLRV!=*N}dLvM$Cs<M=b5z&eQdxf%TrK
zue)gIr>Ul`xZqq@ny3}2JR2Jz^CgylbR%;v{cwSA<a!c#v^1eA&zh`ssEd%nj>n$U
zm%@>qHn!T@P`5(yw!_bg^Fnf1am{-?gPP#N$p;@{mSCejOL7WUL9!vf70Yo|+7~}l
z+(=ZYuhZ@X6B+T!+>;T`SH)bmX55^KxY2(iEz7>0ms|YKis=bf=G0P^zbZVuK_n2v
zzfNHf`>o&uxSL|lW4NlKwte%#*|JyoRQA&m2x1^Uog6={!{Pc>cEXi$^LM22uKU+<
zcirQMt(Ok?$d^sR{-rqZIK{|d@gc66GRNE$^Ib_~J=D$9qAoi`t$4@3fzP2wCXJZ!
zT5v^vJ9}10Onv=SjyY8K2m89a%1Cx)v4zAqmzG`r$#mKC${VbO%EopZ;m{jnV2H%V
zh_4%g<#5UYty8(AiF&upY$g<V_k_T#f*&rGIUj?tshy-d`<grc6ZiSv5Ni5sQ5dhe
z0rpTy7;LQ0b{!Q5YR$-kc4nO8qtKa%`Vz|d>z$8t-SeOG-?bg;SyO9*C%uBEx2rcb
zWp7u&r+a^*2-Z{@!8$jKqz^(9M#<?a4xp#@9U4i+-bv$|x3*F3On|kjr`k+6%wl8q
zu><Gy;<j(GIU@%NIFv*n=mc%O#p|R2%AGaFfhnc|LXbhi_J$^N^+2NWd^Frte6A8w
zJAAtY94L7jHeO1tt)m1SEGpcv_djmPav!jtd)ixHs8|WR_zBNkyb7Y(GG2&6ViAks
zZGRDaxyCS2k*x4ts=_JfwW{Tleym_F_lP_7SvNUGVV0`qf%_Q<cQ&4~?Ee<$i6-8x
zqXxC$kp<rB2(Eb9^$Q%wv=&gg-cGTA=M!Uh4WGH9<r({orIkqwbV~gr_8~CC5_3*Y
zy*PaSbr+zV2IZ%u2l1ZS`Sr!+(PdW+_^YyZUZ@|-wvsCkp+^4g`>xNr(C&@p4usuu
zW&ogy7}{6XE6?#N7VMW%=%!;6t&`h2Wg2<ZlsXHMroA(wbz1)T7OkUG{f~O05e)wl
z{0My;S7ULA3wu8qRE$T-%Z<lu&5$*{Z#7xy!a#a(P;eq^!*EoR=pPePYS4;6&?Awa
z!HMYkw}M+seXhw&Uz}n9_wM&l+Jp+Sj)?d4yT|=W1Ikcaz7phGU&ec5KI?1Vsiq@N
zTtB`*D#{@38%6zL1X@8^J*6im!sYmzDLLWx_oiD=T0N&bSiTj_zBZ(#!PPZZ&zSg<
z??Ng4YY`>Q_=F{unj<ZVStFY`t&%xSQwl+el2&20;xY|kGUEiQSzMz5Z#9vMJWW~3
z{e;<3=HHsl{p`_O=-esEL5UHL67h~HHKA0=Xtun5jr*YYNGX;Ha+RsC*26~gB4)Mc
z=aiV7<zBy>^<^oGEg@8DS<IqnZw#HqSV(~=_y)#fd+g&X6Ovshy!$xPxtB7rcm(4b
zG5n<VVHT_}36r}fV-2*wd~KDxD?%T}nX%Nza7>P|nAnbFRP0!eTve{wk1$k7xXrp~
zXS0Bjv|YbECgWAAOMkH);i+`~%CMh^r;U>19ZXIsjn4d&L93DVCx{hHyMdy$Xg5|N
ziK0a$cFzx!Y*?Edw;x;h(ek85M}NLALO^l7qR0pPTY&S&!AcNEBAlfzVewr91i?c}
zPz*FxAhK`?a^s`ENBz?%oYo`DRYDMhcluMgh>%BmtL@w>$lA#g9~AmM*Y}hL&MNMI
zr0{(K1OB~Y9`d5^6NXU3y!^<TCXqxjcr`5gevdKFYb@!y&7pctomD5+Ysv!Eju*_D
zN1MO1v3x6gZX)F5FxfonT^gvBZ<vD^Jv$sNNcqvQzAb$0XfE7cmlln-6&3&a7_}B>
z{ABz&*HdokQAavR7>l-sq@j(j!V76bm1HpWIpF7Jw<G9%(wa<t#d&H6+!_Ra3ixv8
zmbYts+A*Cwkrlyi@tP<a_+TjA^?>0N4L)Hr9zQ_b6>XpTABAtH4R73UI*TiQw3iG%
z{vVv>bpe|)&I*7L%7t2fV%W!4?z6kcn761yZl|N!3C3<I+}RN?-3dUSGZ>{eNNZSX
z&$Qv(of9|0BLYM|smi~!!<vROH^3n4r~gSgDelF*{+XebtaCaXsgG{fk=2#4t0jQM
zL->LC(3Pz9f;-oR-Qx%4&cB2DE(ey|B|g5dUx-iw+Di;j*Gmj9?El`Khh$e3pvZ+F
zp{U=8vKVgaGa1(0JsEQ9JAig2X4Q|jsFcF4C|AJzU9Nz8)`t(Y|24pL*@wFKWd>{2
zF&L8q3vbWeTuEg~)m&|1kz?1HlbA<r`b%q-t6|vrml;*|fSgLq)sjyCtx7^3*=fib
z^`-!)MWS7VbLd^&ml?#JlrI2yH0`~9`Ac~~5Gl+%ULPN#mB?;<sLfBL!6wLD6n43|
zQ;gD!klV&kH7@1XBA{gTs4%S`q@RKZ+Plw@k7<Nka@Q}gf>%P2BYhl<{4T<7gaCp-
zMw$OcJIc-OZ_`vn;CMsd?A?jKiU*wofdW*k6F&#L2emtD-k0k=eFxz@c%ckj|1ftv
zZ$v)`?|)n1TJsL`pqcil`j~;Z0cH0JL9@H;@eREL1`xT!76qTPcgj<BfAj-DGD5hV
zE#5-cT(_``-nrb6%!g5ZX?JGj9ytKi-pEfBtL1x?-K-bt=JhG=Ap1R?KEMnB70d``
zw7fq2{E{Q+&Fs#;gXSAg3TwYN+81}vb(_>p{LUZ@=Nn)E37DuG02<sI6y;eH;bVR>
zelj}X-avu{0jS<VJ72&Q00i%-9Z27}!OwS80F*cGD4}?{=y3I4Xf}Ne3S$-|6PWFg
za7@SDJ8}{Mh>R|}uj1tHiG3Rw6hrX0rU}To<hP~4vhDp&;w0?`efQ+w0(VuQy_rf8
z-F1@T-F3QYc5PYp`ZkP1{qw{tXrSt_ocgVY1a4vPJZ{Uw_nYgb7$6N8aEi<;G!frn
z?qGJ0_M<d;t%tO4AB_bsKO=vH(sPXixTCm-%y;XM4m*w0R#AF2E}?dqQT<83O8)D6
z9PEA{roCO*=kNq)yx_0rVp|0GG5Ml;>u1A(-R^GsaEHZr-G-@l>Gu(D{dSRyBAMo4
z-n|@&Uqag<yk$54J^xMfN;<Tt%u1>JkugAY<=r{v?x5NsnpGnrX(eqX$~*q6n~2N5
zW{!JqW|%t35*(2tRG$%cm26D;Z5f|j4(xj(i0$^@UnxXdrIWw)BEbW%K@Qq>K3BeZ
z42bIX@m!;iyCSRJy1SqkqFZeXwpVWpwO4ivr5DbES<P0R6>16U9O8EH9OJg=T<KQ*
zk;gqNa;-d9nU!#9;r#cl)49hjDz>j;UByaY*Wymlr^pA?OWvYz0HCZF&R25Sb467S
zDsJVgL$05;7r~3xmDa5)W6E#s%v4mHmHNUK21X>#HEq;-$@?!}E#AA*>y*3U>hSNW
zPkwW=8|xdpJ1Y+06|ndl?ycVv82deJ9j)K5_yhiZbUm(rXMP*vGvW#JHqS~J=CkC9
z>8XyS2JYSG%EzO2Xk2+o@~o&YZ`r5-93A^yC|ni?rLbUBa6Q+sacW2Gq(8gd)c^f-
z)#E{c_}<|8eAUl6FV?MW<s7NcU@0vKPzrzrcY;@Ttsgjfx@wnJ0_zr50_s*+!yZxi
z<WoQrJ`^w1#Ozu-)h0W0ZKtc;4>ch5TU!v<?G@il4hYo;?nU0`J7}}y26Ct7!1mnB
zxm(VsE>=%`r|bsGemSfE`Qnoh1os%U8}=Z!8}>N3%g86+0b>1toBO@uH=#P&gwu^X
z>4Y;SG3k!9pF}mC2%Bp({>4p`XjeW8bJI3}lwl3$rJt=IQdkqna2qsi{ZAu=^lq48
z*`I6Zu?-Y(4}kG%q_XS>8zSh`v+E!-x@V>0GNf;$DrlCn4FhQ>%lZtOyWzo!M^v{O
z40Y)S-dM5~F#Mq<e*?ExmF+9w;<O#kTNqjyU=7Us$5()vFelEF+LLMh0IOHJ7o5qR
zAiv2*Oz*m*ymaFn>zv8<mj3lG-F=<t?{MnwU)K8nyl#crDzhA<A0=oRhB=b))Ae*=
zYhctWXME3i*1m4u-13***70$B%y%_$$hbO%{i{56weYVk`x{pi(Pty^J0Na8TBCVz
z9m8pxeqHIRoc9g8M%<cp#lMhvAr|8E#~Xx0)v{GBqBwsoG51PnVaspZV??E9%yk5(
z92y`XpG708Fz2s)hPA}}dW);m5zYGV)zNVwh_~1Qx1BVDT?d~iHhOGF5_*J&tw>Au
zV6-#bJxryfsic0hU=8#=R=&tvL~(a{4E+N5*_)_aHiZQmu?3oSq{yeh!k&Cf=Knp4
z&g&~SYtXDm`OfQ?xHHk@A`RWoJ`X!(yx}Y9iK`lj-+2o<_YO2<DL<q-dZAfmda%E^
zy}HqQl0y4N0mNCmVP1HIQGFBhp#8!CVhQgIw=k$XcLqR%%sbrz_Ziw;daPOAVJDco
z_vb#gT>9`6Kj_r|wY)O{CVBp|5q13g_~uS#s~6d*7YV2rA*&Z{sulfGD<V=Wx>POd
zRxM)qp@{R11_?bG27Uq(+6*GF@k>bKm%CLh|44?u@J}}2<SPB4Uzx>-zKD{B;v#l<
z=S_x^#<z32pu%g15e$1t$PJqF*fU%gGl?2yrW)l|hJ*Ui=sr4e!<0s2`~ZW(RUIn{
zy_~|@ZRT^t$j-pRTG9W)?O=9Ft|9H!SuM~_(1O}3Yj(>PRd!Dnopx_3Zw6)zDgcl-
zq<Ur~wMx<0SSB#Tnj);~o46*n;kBZKL8o*yorsa;fyNaHgVxDCgbk{eJMjSeBB^o}
z%EcHdDX(Ig6TjD}ZrKU**RHa+XFyliHP^v;cNg-r1W?&@Dth*~=`L3z96LRNepseE
zqh)MKwL!jm@YkBZt{g7mu!K2ARzj85Fit}V3dY6|7Y>DMII&InYD_ny`Xz?fDoX>}
znohPQ&h#b4{+B=P?v9E?rV8PM`z*5PlEX?*#g^DL3`)%iuYUQ$A=OOM%~7sTN{s4J
zW)#gljIn|xRNwBUmcO?Ayey$;#$XU16gPlE=}Pf+r8jL8{r?s3NFoHI!k3|ZZG9j%
z{ZL|&Sdm+TShXR8gSx$IKGeE<?ia$jSAtK1mmQ~{V!bi4T?UwSk3A*KQOr=2^N4qD
z`#1hamLV^hF9h{OHRwB7JJ7x=-3Uyhv_oz~ZvIC+AuqWvB=tmP==Mm5=KEog8F(>@
z;d$_;1{|VfV7Yff^C9LT<~~2#dbCJ`2m_;31@-SHsc=i*+#9r!!CH?^yJ}Y0$5jvE
z-wfb^f%$;NF@Vb$vkdpCmttvlNe}?t(10+c!+cbWFVwvC-DOjXFN$r5Ci%r7Ti6B6
znk`)842&)a$C7QZ#6zQK9lFCs*AW^Jj=}q?U@`pt#d|0onh!-N;-x+S<>WIQb4#*e
zr>&{%wEEHUPCQ#vBEmk(o}DlUC%5z+jITG(>lOQ_{VsX1<h;g{UUnhwVpOYhyR@wV
z`6JjjaP2V(M0@<hcX>t^Xs>-P;6j39mZKfEdDR^2UY$2Ti+n2y_d57W_MQMFdnfZj
zmlS$|mmf{J4SN{EJdA(_{v`Jxj}TxD6i5)w#gop(6VI(r_%4z3eMI?MF!s;Q-C=|(
z@F#%>d5%B=ghIEN0qQ}s>^jw<bXv=#CZ<L+{g`yE6%U~`F@dYxRi-Nnd#TFBkneJd
z3u~0CUe`>ucH8oFs3mtZA%jF$#g?g9i?FqydBeKbx|dD*8Nitf#T$1+mc%)uMS2RY
zcj>*P;X>@i1<wb`=uj`DO1Gq2%J(&1s5LRpWGt%T5MXo&h>QQs{q`v+y$z!AkOdQH
z&-;nKbKI#=A7945KMizxglk0u)O>FNUGrT^>I_W^sR}$h)oC794GA>_tJP_|R^TlH
z&{xTqUSDLNjJKycG{Jno0abhBSB-MOWfqC{vGPpC{EEOwfx$foD6?!~MIfg4`0RmG
zp{ULS^tn>!LEtmJKnpd0YMm?p|F|UQS^o1X`@arn*0~Y}_s;(k{L7UC#Q85r+&yR9
z6U3Q{k>|o~(L?^X9Ry$|%ZHi!#BIVJ@gQ@kB(edXKFf##MHwp+K~26RB0)iZ0|G%x
z{vA9)L_RD0pyz^JW4k>d3${CXx#SJ7htwcnW+qW)_D_nGnW+gE0;W0m*e4BM(e?rd
zA$t=kbawqFKXDYik^l&@NUGV+OYxBmvLDGHT6f=6z9_9ls}^mr+1l6oG3K>~OPqT)
z^;N6C2ua#-id|$*?!rAy&n)LDy<QSIKv72ngOMI2s0Yx+gV4QbUM<-TK=ScpLn>!9
zAMDdps+j^!C5~TZN=HJK|4U6@-JHH<Le#9IQDUv!M#Yu>Ernvju|$uzPFJZjnS_$J
zK>*=I92aeuQe)!cR$}EgX3Ws_{^K29UhC>z01$|&f~GIYAkW1$)y0r4M$Y3jH8fr*
z!XOgcgzB+@+JO5i9mPX76CPD4<{Y(A8H*{(CJ*IWoi=Wjz^BJ3ZceI}R#CNtGPdbP
zW+EK@>jR7JVKSYWo3nKI8xnp+%!01AkhyUKml*xZd9(OBqHRs9^hWK~JnF9Zc4!k2
z=4Z*pI-}mw!2<@!Qc!Pp{yQtl_0-?NEv+&2O^r=%iWn`f5ek><>)YXKti>G0O=2Mx
zO$6sg2c6<(2kL7aTs!18tkirvK$nYXNf(l(!5&bm7~OHaXL^eWp?wz0mbN<P7u~O6
zc6D6!kQMCZ0y{M$Id?N7s5#MRt7oQX-+YN@nP=2zq5QRL%c1jaSdJ<d_OF;CvwMXD
zKiZ2O5YJ1oLI)Cd=@ySVqXyKjOMVbvOSRMgAv(?6AeDE~fY6KFgx?@P<@N5*A&~z=
z5gIxx&J<!o@lP?5gLQ1j3w#<IS5z=XIVgygax16*8x-Qn`G>-psxiJIA$Wi)0RwMo
zY(Oo6HH3%zfmvJ`iJJvONGYAfj@dZ`73a9nxsrvnH<M^RhBfN8ci`nVV4(PRPxLTs
z?<1u3wqT%PuP9`UXpqow?^sl@xf)%Gx0%J8wYfPTww%kGdQnpmk%QlxTot<)BFg+{
zrEV1YZB7*r+oT#UZP=0P3WG)m(n;nm-U`PGGVZd&>T%{iovR3Q_F?8BVn?xlApK~{
zO(uk?OG%e*t?|QGO#A}^4gZg!Ve;|X1Q@To=7m}wjY6c1pQl)@_jtIjQ*$sUjJQrQ
z$!<9-Iox^?z}oxDrUh)M#q;jn?#qExOe@D+*IcJ<XueY$r`$iTY}cFELf1AZdC=<w
zLi++lLa@zb-ivEQb}-t+LSJGAe@qU*mB1=;bmJ1ZTg+tM3ROU;p6ed!9&aLYY-ycD
z^KtLu7v&ty5S&=$W6b<xpz>hG!qq>|CJE&Z>?mODKP$NU@iYfAREM91k432YHws`K
zkSHb_6cE1{g~kc{J!H2fpQI9TB-Ei0c@uRy5VjlV6jcr>7OCGlAa)L`Icx<IS1buq
zLzFC^y&${qRgrOhB=jH%VUKdLC0GLPK=f97*U<9kt`s~wQ$05pt|^&2V?9MNtgFh#
zbiYnO>l|MG(;WUotlC#i{O-tHGiKR9T*yf=K1H!xXG7UrE=99?Mn%F%xJ-Njt8GRE
z68LI(@>%4cqB@W&NACZswoiSnyG;4jyVT7gE07iaEdg>O?u>>=wL$+bDuq~!Tnycy
z582R96)<Ip6%I!Tc_uOi2+TD!Gt@=Dugj<BY1)-QzbM(2sfQ*I|8WwO@Wb1IP0?$P
zG@a;YFdYxc6de!#PZC`R%5-f9hE;fH3M>N$dUrTWH<pTBbM$3g8>A7OOXLA&7{Z|L
zd<y>t>}rGutZFo4DjWthXKW6*1~_aY#9Wb^bY_^AfcsN?FGUf(T^kV&2Z(Y3hsJzr
z|Mx~iiCs;R-{|ZO-?lL59C+)Cc$ELG)Et31<Og6^A~&FqV03>)gsuyz_k!*cD=@Tx
zKY(`)k$|-imiVHFMzwE8q-a4y?M_<^=@R^4XicNuin2W=ho}$NiFG*@gQ9P?>B~0v
z8$i9W9tYETnI;NMi%<tWk`?U`pFczm8a?O?em~O)9XxvuQJ7~&x<BO(A!%-~wErzU
z_^&*@{&sor5H;|{N6W5|xd!R%IVkEhEhs7@v0bR)Q9n6X;BPT2bqvvuiqPiS%d#{N
zv?BepE{jE47%vcr?fM9L?xJqtZ7N$xPi)&S?)<GSfiF(v1El;(!9PkmPI53iZaLFr
zPBaxY$ph)Zz|2H{*p;nzcrj)<DGN<yk#oD%=mo62v=B-9aRIDsT>r2cz!4twu^ypS
zBwWvf*cvCaMmt(sWA+#I&>*W@j{+7xP3Dr1$-kM!XL2w5%(X5047ClAB&FFgi{ugK
zr-|r&)51l|gz<(_MeT$U%`wTas4!`>fU&GIAw3k5(vp0{=O=#q@wE<`_)99~9j`*z
zL1EdXBMdOJjGld$IDvPVpREb+58oliP4kq=HhzZfw(>xte1Z1_g8__-=L)7C=j2x3
zmicR}Tb{}z$rs{Ocf&RO16#*bcV<3T35)LMc6Nj#EgBP>8LVV(PkTOvFKs8^`P$s=
zJ0%WhT?ck%kX|Ed6JFJ7;m=)9m>u;V^qsGQx*;R@+&q2bile!1#Jfhl5=>*B$<MFR
zVZ3RtGlaUlTA3#Whq>2@AF<c0ft5taU>pC%`^rsOZ>npP-lc1m-V&|5-X1OK-j6kn
z_m*p}ozCj7Qz2<S#99`taH5t@5US9f(Yy}*vyEx5TFY91ST9)zdjwN%Q*P(fgPgP<
zPe0n=I{BPkrs5s~J`9D5EwV?6I)h)Gup2QO8D}LHWB#BWA2O^eq4HaOBmBlZm>W_r
zjB}MHO5K->IyHXfYpyWBuAXlPeO<#<QY{N%bj>GG*p2ZAneyB)35lyFP_F9R&5!K>
z+bY8iI<ExDVV-y{(eKpExK1vN$LHEpODIoFvy-aa1U}6L0M&;!7-x8nOweNyVEWX)
z=^p^U!Qcxvgu&C4DBv#s?sUbT6t1ha$fvZSm54X~pxo!nRa?OaSF?iX8)frOgzJ%I
z9%M$~6T~RN)XiY}Ng|~_niWK9bFZ7NyL!-*Nl!KG6`;*r;NnM^VjHS+_&HZVY|)kU
z+_F$lOn%Ya8obrjiZ9YB^m(iQdc`&0@~T{Qi&HM4rc>L$)i+a)7|z7bn9dsu3FAlq
zN)w)f3z2__mQBe`*@{vAFqrZcBmJRXKDDWyryJuN^LImDwxctpHbpfRIy4=FKU|!m
zc}V?X&wj`?b`)RrZAH|MWd($9Pi2W;j?>&|KTUei6}W6jstK*VV9#s`T?4^L?qRR6
z3cWu6-Rn7&<Pu2`ZJRK=sONi*W|4fg@Ci@#$Cc)r=0AF_>W_aFxt_M1wEHBbl?XmU
zOT=?~{^w(-wA{SQze+o?AlF6v@spVk%b<_>;W==;O`g5@TZ8-*bF&;AHosfJHO&)x
zHLeEagLc5EVH|7Th0HKXQUu$R!3j#Tlj4lz+T{u-{!s<mYEY>Wn#|0N^9HbM%S5D)
zwD=?wg3lkwne0_kO%FpX@ya*R)A-dTK|mO!b={fnhyI8CkoKW%(*@?phsHoe>wHnP
zjmj^Ag7nJMjN+U`6#(xt`D64hJBubSxErNI`TS&5#6BhKgfw6i*27%U1H;+s{z6ed
z3dlN^6Mq7if-7Qy0usmp4B3i*_WbE-u=rOZ!6k0-d2^222<ho+GT_Bs-O+ifz_;zi
zQ|zWqG9`WjrZuG9^y_aUdtd|Uo*vA@Vl_A7S0Z|PFumRwo`G<euT}LYb>bgP$@lk_
zY^@^l5+AUOl0HXs21p+*b341?|8~#l#dxtl++0}{HIT+!x8=nI5uId4KUsJaHYt0D
zq02s5#5@tZ<UQLaxLnJYKj-@<+5_Gy?V~V?1UE!1-YCyEbH-3QeJ(Zyd#@53M_#pw
zr&cn}o?9%;UT2hh7CWF2CX{`;8jZhErMz^a*V#P`*M!8&l4<;?4b_F~!1#l7=sKns
z??v`3MsgnI)YDK6*LVWaFct2l2VSiv1P3E@QLi=G6>M#HQ^i(TwsF@HHWL2nFd<mK
zp1yG8IDRx`A1dpybi<mpdUP?p0ArA%yR|-!5DQqFJ~c{f%@N<z?1*t=cjjJd`kA{z
zT0&bE3#*K{;7?BbRDW$oRz=cYYm0O7Y72CImR`)@oxq-RvFLav_>&@^QT2^UE`Slv
zXi{X=IE?Y%cnLJuVqYr57{gGB@u9Uz!r&5FSXEFrq6c<|?xHW!J*E#?*+nwnsXZTv
zKNK8WAdCjO&j)ZlEck<|MdU^O7BH;KD8M9Q?}Fyc0rGICN8KvngD6jF1q(2Vd{5mO
z=>S<4zqB8&Vy-46%%hz&0hj&nHwk?1*ERyr$hlsyvnYEVWd9x8&}UIZLT@+Mo*0Hs
zdNfH@8hoF!zPiK`rvu6`D5$PZqr$p=;G!eB1u#u^PU+g)l<p8lxu^NNr_H5#$?W7w
z#(HdzvF5nm{5}yKf;nWLVHkpmd(L)(nHV$5PEthO^Qj)}4R{~cqCAlBC3^C}eYz#N
z-0PS@wTFK5CfXn6SbP&%P$K;@{qsHjc>S;^V?Nr42GuKuR!^sgo1OQm!ina4;pRU~
zg`Jfz*4s7gWtVNd*EeRPoh^T#Hk3wuV5POT@1kBbQ4=DsIq{#VvoY3~>;<UI;O+$|
z#EcFLsO?dY?zsDp?MbRjW~wLG?lf@^!PPpP&Nibw5!9n}2w~C?hT-03%(n@W#kNA-
z2+zZbSnWmbqU|X^s__ptr|<7waA4a|0ZY*9*LUynTPN2_VPXCSVSLxvrZDgCjkB)`
z=6PAGIXxqQ-veZyr9{_xnK?IrT$4wI=?Ew)<yUG;D|xmtSOQs>Hm7P#5Bbg^%o<*%
zM8`QmZc;c%cg@_G9Mq1QfxKn9ndHK?nU#3}2Qz2h=%?*EBurru=|^BGA@8XFN50|N
zQ~qwKLD^j4Y1mX@MmU8yBR!XRTsVb&7&nPsd?Mm3G#HF^st_PleDN<z>dDPaG~wCU
zybO?BzEM0A!6ePQ@KKV;*7f~ZW+L~zZYl#I6QvTUVXlyKI-7ew4Sf_u&g)WcfEpQ?
zI`;NCzMbN~;%xgVn3EO$EqoKtB)p(h=A4?$@gM1Pd1?8Grl=Y$ZDi%LqFT4AoJfnZ
zf}kokN{Jds6+=PIMOjr%No^WQ%~nP1dfKmMr{iz3v**nR;Q0e^lXqXUqi>PZ^SpMj
zezBSDgA>9YZjQ+qj^z3ndxO<N$;4xYKQEK*=JH6LTPt2eH4(x<YbEWSSH9AR7Ve2@
zB(o?Z)0KGG#Uu9~UT$`mLo-#}o<V7`wpy;|*w0v|B=i=Js@&;&hpD4S4o076%~o)E
zY^oE_q2xnaL$2JoEQh>BDr6$l{p!NtOFn;DK6y8J>TR}I@DhPlTheYVJ=3^ZKA9ZG
z&BU`l1k+}BHDkHO2j*Paec{%rjuAd4xFlIHwv9@ehqz{)hrohW!do;pGsS*RAERSb
zSMJusx}gktqY)q^7F`jOIfTI?DZW*9{_)OK7<j7f+=Ej~O8#oL;_wWu0ehsgBS^*<
zFhGq(4fN>d<}0{rK25zwU`(C&uugm~u4fDxXH=KKdww`ox<0E#xULRI+tivrIP=B{
ziBsYU8~BaIRBTOMpdS2tV~CTiKu8Hwe)P94?=|PV*QRy3?<?bS=Y8GE0w)hy!SH%;
z@Tr{YjGVL3mLM9(Y|h|W;d9r@kd5n&Gox#rVdS=v%Fyo#Cvj0@j<h3|dB<!wx0-ym
zxfaV(r})Qc@HaAE5af%<yzn<79G~pJB;Q}v<dfoYe0azb29&Veu*S8xgg}-2^b+X2
z;gB18E;UAf_>C(S+xvU^Th@BWN@L>&FwHR-oo%Jk57x79b${gq^Zq27A=k!RNZw~@
zX&i5v?#ZB~o}gZ74L<tC>gYU!l~SKM-m=g$-LlfdUK-@3Gi8X_rO1;#i@7|EEWe7i
z5H!Pn+RYteLUSp(2W?dcb=||7wB@Bos??rt$)|*>gfov==<(C~6ci9#^OIkfROtmH
z1n!cf7BhJTcH$)Xttj30CqL#B`jy+!ckkVaIK6|;Rab&}J`J)Q+`q4n^<zE*DK|pr
zol-tpQe>Fp#!sDbKznMUK%lg%zv+X`IN2%rxDYwMpurz_y2E#4+yx)Bg%5KK+rl@7
z(l=rz1jpIngP&z*Afmz=N@02DPRc_zqLTL+#cd+CwX+!vy?hR&h$qEOr=PeoqWm*x
zKQ+!kPPI{2V$$HCs(PQCMD#~%=5V5wtLclA6|oh(XH$Zeq#`(_vG;W7gUnpR!my6-
zMU3)_J->TS;wxhI-&)ZqD@C96<bJvo+z&kM_14o)a8Z+e<C{)<W;rDMiM6ktbc;9N
zoUYhN8rQ}TW(MzTiR7l1g~SW**5sYYb-Is7b7WWr;+siSMReop2#(zNpFwY1)NI_N
zS|0!jFP|&%uY?Eu636fTmi($-r~Jx3?VMz!@W10C(n1a!VbK0W@*`DyNccp-vI$$l
zlpU_RV>ciNu*P+A7kBItoN}9HKgGo}`xdjWY7J_wtc|U0;-6(->F(<8>mKW#>0V5^
z^d5UJbWC>4ddzu@c}#iy^;pI~aOUUd?cz(y_Q{3{H|J5wrpV5iX_$$i%sFRp&__gZ
z(0BFBc@vehRJ4?`teFE9bWhgrqX_b3cskHMnwUM9V6!hweeGY2bBjQ~u&XMAZ}HT5
zjwDbwsH!VBd2GAJG+IWd7Yi;*(<w-!0IvX3$d!JH8%Rd}5#@P9nD>q$1|u3U4P9`|
z_{TSq!H}h8*N8FkzgF2DO<}Qz$Z!u%q5pjk8L4bctfnle(N||Ssy3z9(o`3&%5%^R
zs_7q?C6K0A``nS%Vv5-DqjjS;EGwrc06%51_+8hzoB!^8k-Dqc34hbSi*5Xidqd-U
zvol@czFBveeDB3cL-Cvea1t!zX?wvU?%+XTq8LeFGp#xs!)WstKH~oqb>E&l>|wTD
zmf!9_@0RMO2fBZ?Z<()4?adGFff=n!eQ^Vh)2DzudC7gdc6_x^7q1tY{~|Tpp|;ta
zarI}l=<aN?Iq^M4xlYj18c4q|w=Br{C~x+->u3qO^juvMY&pBMpmVn*z2HtdpIgMD
zZl;ay&r&sP0A4=WRMH3(O8y>#1~|I5>}5D(QLi!ii6j$WIfP$#?_asgXuUW-GXROb
zlMQblr57AYmdA&CJ{JNHw~tto@pLyMIAyu~YU)uNj3c%Yw;#$*NoX=If@R9TCr*zH
zDn>DqPeMD?l$SFA+FiQEj4_gz-QF#4ugnRki~mLn&O!l0S=V6Z=*h-U@DbZq_Cnq1
zC|j`6X<Zhmno=%<y=V%+!UugSe2;reI$05oJqmui*M1Lu;I8TKo!?z}0Hl51)MS?!
z%Ll-YKkj*F{>EeMCISE1eBa<}D*jd7<$L^TbEWzDs!1gp5|ZNx;Vh*TfC}bPjh`de
zz16TKTreUt2(zTM!}c|0?;Nv=#&N`YMx9qv#TGm*r@k(r__-+?rt*OOL3@J5s=A0p
zKTM~jQ(Z#wtGcMD);%cJ)0m(5ahR2lARN;<c=Gojf?oQsv24=G(gnW=%-Cp>LfCi}
zsfFoOWE+uQ@2!u@O%sy$x%eicmYt!MrS+2eGGimjLt|wMQHVtzpqJEDaT=Ue3p|IE
zh_CZ0(ybO!tOgztM0~Q#6=;^q>dKiw^GZQh%XwDAE=`KuNG??&ol6p142#pETj%+9
z0p)~#lBE?aFMJ6h+?^ev1e_eItumAco_vZ5!t>#%elqjT#df+?z;cCeR>}~Z72%nx
zqH=*hzw^;0ab1eKTttGUzq+YxdHz+BdngRrsk+ir9u#s8F3epLXCvlR+{i4qWn64+
z#rq*i%o-odQt5%1;zv&GGW?6LI9*&)kX3T31UywB7HQ@z)sPVjyC2yu(L(!Gf4@Va
z#@ctg&%k?&Lh(fp|J&0RLr-fr!`YIMnRJw>eIf`+>+;1X!flvTD&-ytVX06mRVj3I
zf-b{CE~AC!CCKG1sO3cuA?;Ng-!}V!w3A{5aDn1M``ZttHzHfA2&7O$INV|7eW!^b
ztv*=4uZyoHppM!YaoF((cDxRhjQ93_yyQoUZ9<Y`q0~N^I+@gp{A%_J)R8}v+!fHc
zF1$q!iNm0J0d5>l+VhqWE71XvT=oCNGwU~^uZnX|^|o1=PA+CqH3~PSLEjvk0D@>+
zc0^LvZ}PqEFYbNeRIChw=vv@J$Rw8;je31(yD7wtB_oGou_E+@C)$`-wiCSgT~}QP
zQFXQ<O#N5~2ewK5F7*;tyT}{d#Eowvhqg&WdW2CgKO7CYqlWBoB6@^l4K7VjdV~?Z
z{IH(DG?yPrt8XT}sC=l1!j~cY%!l`FQ_<}VU4Pr}K1~k9Z9+qStJE_K$XWwM_(N^3
zqcSOFs>Rp3R6$K8f1~mi(l+;P@Y{N{Bjf&o*Y^!J?*Y81Rv!_L4$Q7f8wRp_KC-CM
zUjV`^kPOjZE=n;Bjh@p+u9-iwDEyy`XGH5xWVREmK0FmBQMe*}utL|Br+Ot^qb6B<
z-F0lgYS32STqM+RInIukD+``bti1!)b+Em6R`!GzR#i&poCpNV=A8(9Oy=kbdJ5<N
zN5B#I^mX|r&L!TP3i*1_f3#(DW~0A!+iRUPozeKr>;V8sWhm=Y0bKWQ(>Z#m%^9Sw
z-+AksCegf-iB{K+o(;Cvj{0VpgfCtG7+R!}x(fV{@h$g1W7w7g>g6SHkc0-#)%Dfr
zdomP%*LywbL_m(7?<)3xVF2Nm9BS{Z@ist3bzQ(Mn0kj>q&^GLpgdX5-^8CJACd`D
z2>u=64gmd0SI_P6?a)482Nl`hl<XxefWrT!vt-Ix^>(*#pR59!q{6+7T^a<X62Nrm
z3i&SBcSH6{|02?7AHexdIK<l*T0WS_Mb*onCeHKgYJk$9aLjs4I(EQ#^tL2kRL(9L
ztpq~P%W>&5k|DRmERI#}Lg=%vo4G3C683;@Y@Pf@h2~ayg}z;bz;*>=W6gT7m%lJh
zQVatjd!!A2EU#!Hq&$7nBXX+dM?jB%Qa~Kpv2`D6pJ)6I>aQ=ca6-`Dh*Ft4Bq}=)
z!e)!_N3|x$%zdK)T75ruEr)0!g|XcBTxS;2{9XKyz5!71ki7}pAy)}BQC49!VcHRR
zu+w3F!OBDRLJJ@_-w*}>+u+pUmc!l&SO|ECk3@32+4Cro0`4&Y5cN!yQU0#kW_`o$
z=g^;wb5ICYrYUeBF<<yo7^W}RP+)(a8wdpm1BmO9r9A)7{8aDsW^^*`7bAA`7c2+N
zTTVld2VV_CHj28EV5k5Eh_){~Uq&$07Y^b-g^oKoY4X1J<FeTE_A&c=Bi^ekj2-kB
zsjBPTy7X~NyqAOnuz);c><D4BwUde|)7{`ek7){vbZO)5O_*MK_W+(Z3=6(PpZ-ty
zUcwja@Oy|C+;0Za%@OgWq25#@SLC_Gopf_~7;dz4C;gI;-;Fk{a<w`+Zv`bb+i=X~
zxa#3cGW$9r$eRzLRWe>gt-rlA4Uw|z^uuBJ&09f(F=OpH;Q%2A7khXvSLx3&k<Pbi
z{RUs+9LIKm<Y2GcJbyso>m!!~j!Z794dOW8F2*j$uFens{{xvoX1||3=>3M^SAwsL
z@)Tp_^oRTv$eW>FZNa|^`8r7IL&E*LhOIWj6~I_Vbsl^%@HnHH2kb~Xt-Rie@wN_E
zH?Racu)Nh27>lbXfPY7vzhf+QL=Lxs&jG&&an68Oz$qxzD4?yu;(@DBa?C;NSs<?k
z*$&KW>qT504dhfQNR@(ADb^z3QuIFOkb+bx(5@+*R-VxmQ)cNmfg1@E`TKs9Gp~<%
zjsRc-o(qb#VrO**bEGBnCXBExf1{7^T}D$A=!d$W15QV)ZU**8O$P%T0J#inEDQV#
z;6uSvd~pgf1JPp7@Rv$xzVBzb9!dOC&GYV2ox(ipL;0xbgj5fsggmpV@>dFFCoYfJ
zi`+WtXE06{0#krVK&p#~U=2@mhxL4+vb9YFun%E2uQ+lcfA3Ca>&nb)C-{rtFC&hd
zFb}gb+YCeeq2SZOPXa#<{L|pug6|2w1@gHD{!PgL20j6ND8@_&V0%XX<_TeENREPM
z&2Sp>FMRS;U^I|)yIil5(aWss*6RV_ub_Yb&Mjb##Ms~#&ewT7a`b(eUsZvue=@M9
z=P52>WA!~+?=g%(tc?6M8IfXYquqE#I0HK*#nKpuqi~gV{=KR>;#5b@jZlUZwjB6g
zgwS=+X4_fY(D>x`&qCTPGY1l~VN`AIP3o`d;Jcwb1Hg0b(s=cu``!+m4a^5V4IB-8
z4!8vPA@C!hZM|#(PCy->0)}(lIX9VswIIXv0473m0{lqeJ&=41J`Vg=w9=D6TXQP#
zSeMb}dHNk7R%D$IOhe4I7@yDK?h)WW1aE;a0^b~19g;NgXMt<c+7AN901p5&QKKU0
z#w_sHz(cFpc9b~^odBKBBa`?$fe)Z(6>vWA5wu%fwAd@a0nk@GhLhPgAnd}(T1A}U
z@k}FxY*%>)#>p9s)nuMWl+QmgPIf@@C3+V6P=ASXV$|txz$XGH0fz#I0iQrE8UPcZ
zL)rtQfo!!-<@J=t+j;Pjz)2W;yoMHF4c!haVmq&Hg!6&l1Fv8-rUNek(}14<zXe7y
za%&KB%V)7(C3!7Kb^{-RyaA6}mec4B1J7&mc6)5IMMO9d_!RItU>w?qM@1T}tTb3n
zX|S5od~&wv3X9Piu)PbtSRcI|f&69KIB#>t;#fw{w~*`tZ{vPQ1_1j*vK4$g@H~F<
zVE^ZNV553rwR!`AO(EX_9#(-DHnRu32kV+=1LUDVSfMCk9!i+!nF++xfhPy}F0S4J
zYzPU)qzBIno<YF5j74t&F9I>kirxpl4m<~h<y?f>=Ya+8SqI4~AT0AD%ty})K-lwM
z%moiDZI4|}*f}0p@1C)26?k~1DDc8&^A2J3Tm<e0o&fFw9so`TvNc#x^gVDN@E?$O
z1iuNG2T3Y;=>OuXz)FnXOd#~X*B{6_;bG4kz`d*!yu9Kx_M8N-z(cEh*j8y=^d;~N
za4F<-fs@eh<@t+*-b=vCz))ayM($a{nZQZF$&6eJwb6SRI0Tr)$T<^ooFjM=%mQu)
zzKu5g%)@r|cJO}%Zt=i&#i%RvRzi<379yWGJd?(8%M(@yHUzSr+1MVd=$FQf)L*+$
zyIqj?haAtLo;8r$I2o;BkDo2zw;<0b%z}L2cR+sLOtznDxiw@m?wjn{31llJne!oj
zF8D%V4iGjrW=A3BP9divWDQw}yBA_?7ji1X93Z9Ancicp!F+We0_5+(#bJaO@~ESj
z;CcM0@?KgQRe(1gJUzEce}3L4+z#Zi<j*sLa4d351+s6E$1(dJ_nZfx44$6~le}#i
zJ@m{dt9rj8%tSj3_io1cWIoNy7TS6**=({?G0*qQh?(sD7}yDj_VHph^n3%vO6P5a
zmOlsy|6j4#%l3@mkt~WakA&xW!ZltekbnP4@ob}#S7nI`f+Wv#7B~%8{|RKPEYZv3
zKan+|i16~S3Mq^-znJTl4S6Atd_rCkvQYBI-j+btzy-x&z-o}p!-$%Pn4fZP#o@@u
zMlN9^+%XyY_OzGugC6hw1heTPYj{SQ3-zHx3Lxpk^93#G_0586&;~q0vb{Bd%^5wL
z!7m063&%4Lk_hmVf#*?|niwI^qnz!4uq8Z4QHwFaY+wc8Az&-uJ-}IrzY2H`5?Cx4
zOO3r%fIk3h03Qav3*3oRcKk5(FZ7!iYccLyfbme^#k%Z$8rTh337Cu)xCFi~FdVoD
zIpcRHPdVUQz}o12w)wL>y%{khDqw76V^l<7JQNh!y*wB(_keE(#B-D93-AUw9+HE=
zV;E7N1NWn6Swo(NZafW*bec6J_4N>767=Nf+`o*Z>v)aW?rR5(D<1QtGrK}tE(Y=l
z*~lve@w>r8$MVWT_$Y7}<ayu^0PR&HA95Ry0(nM=V*Gws%vN6$@WJ5ujUB0jeZMF4
z;yRkIS<bvVtuYdGHf)mPTx-*XWAg8KB+m!hw&*zUUxS|jBui3vLJrBkI0JzA{l^y*
zs}ftMgx>*UQIdKn75^Hx2fqsL!SjB$#WuhmYXoo*|6<8cmn7%k$%FYzdxYsgZvS9M
zAg~;_1OF;Q7zl(!zXiS{_$}aT0po$B|IIS{7g7EVib_T8Z!#d6VoUgW+$v<-+q`cu
zyAA)om(9;CRv|wZm{_v`a@azO=PCcMmB-Zs==X}49phQU7h#-uUw{r_J<zzApWTLd
zX`K>3V$}WUSpduf4g^jEP6Dm~;t7aX0o}>|71uivce#Tl-URTKARi4r0rGAby{t3y
z*q+p#u=Y)botBMte=2JmDkrZ9*^I;=1b-0x$KXFk%*IIdEpo01O*kH-)UE}Ox~g1X
zv&{E9Gi%x`zAu&P0NN*vTN_t%`KqI@_gijfMjgyZ`t4h8XSR7vEF)>x7SPPhpE0yL
zh<%E`dAdd4jrJ$YAKx98>O6WXkDow^=l=(u=ifI7?W<1!??+4We;PjkPDPt%d)9M4
zUd#nX^?^@LHn1)#Ite}!n99GM3w|#tQ(hLOeY^E5@$J?WzTF}Pdv4=*3-~{XeuDj<
zR~A)81)rxkDJuD5Ncg@B5P_6K6%i~dmh${2M75zqGRBIjz&%5UjvOWZfkDGEQXi0^
z!&5Vd$U4CA)XdbevMI1t>O&7^$S9yYjnc|QV0TJ1MD_#@$arvQh8zye7<vD&R5=DX
zVGQRy891FvP}k=Lj(xtdpSKX<6rrNJs3B?!{-$jm5k_(9iTa{}2p0`SBhi@VL{rgB
zG#4%KcGiC;4|M}ccnFmEKjL-tD?!_*-OnMvMRpyv&&OS9PU0Ok`~Of9Umm`W{yyw2
z){0GH+f82W{AG{~m33tk*-FO91ldI<$z(ZLj*z3|1UXgClJn#exw=fBb`Dihg{b-}
zNi9&z)M~Xsy{2}kz3QMktWK!2>Vhg%UhU8ob%?H`8|juhO1pKU?xFkWL3+5()Z_JJ
zJwwmYi}f<ST5r&==^eJ8Ib932k@_(F%o&}pi%gJdL}#Qg`PT*x@jD`iv+Xe8vK>~;
zqFgAfQp?V*>L@#1)f2WnIMNQQtwS5iYKQD}HTT=`YG?Su>2?@q?67XAFO0OqdcJ(?
zt@ee7d|{y-hC6)WIXi3^?hA+8VdF%Erb&L2qFaJ)v9Ic8^_#VB*2Rv|?5G_!_vP54
ziZAq)u;pw!y!A0VY<1BNBQoq7Ml7`RjMx=%DB_%5OV=?wj_ag-EoxZQ_^2%K!LhAk
z6JrO(PKccoyE=Af?BUo8asF|2;-cb`;)cgfj$0D9Ic|U4>9``qu9KRW+Anof>a5h9
z)J>`TQ%|J+kQSI$H!UiyM_NkSgtU2SYtwe59ZD-mccj-yZ<XF9eL(t{^sMw{>6_CJ
z*!P}OWls2<7`r_4a&4c2^Sj%9zaZZ(Z+5s{m+Yp#^Mk(7*J}$83;5<++{72UZTU0P
zeBnA@c-ZdkXHMGr<qWgs&-?E4yw?twHL=6xQFi!3cVFo9p7=tteZH!`FKq4$GksyM
zeV-SD?DI7z?C_;gw)~}uc0TKU`EHnFhq?RgaHFq0uLj!jH^a}HkXv|8EGJ1QX`7~^
zwQ!3rVvLwA*!nj951`eIb-z$nZ*W6PxZx$-1K=#uK2<26IwBnLdm!#zh<7*Q^t4h5
z`$D@{6v0*+uB78i2H`!(Z6tBMz@;KzMLFZk%Gf_8v42Wiz4?yTy_A~+-w4yzlh#;k
z2Kzy<rdU%b_T$zxtRzx!pY-;vQxSOAVhrAm>`+Rk#YDLIm84sLmKrfjOcrAW_d;li
zobQooJxup_l<vsyzAE{(%%_Fz5%UOEw;RuYe)~?zbHCzi?vMFkvpu+7_s_^{uvFvm
zE$s`kh#hz;KT%0lQB_4%)l#`cHN5#zTP;>AM3@fHHAQpMo6UrqG-rh9ZfcmCBFTiC
zhN7owY+^)j)5&xe!|`6o2$N>gMH=r{6d7g|*}a+A_4qJ$wN1jV$0_(q{uB60{&c(r
z@g&}Vn1MGRW@1m|EbMAqgI#SeS+85W#9HfJ>m%`+-E)+44ONBLB~yzmRACzOf6Gi0
z(*!L!LTr?U^0K@ti<IK8t*gqas;aKSR6})(YN2jb5$ZPOQf*W_)n0X0cc?qn-Rd6I
zR}EA{`CIJjK{ZZ2swSx?)Eu=)J)@pgOKELcu2!fu>J_y`y`}QhyXq75nfgk7qt2`E
z)fMH@T9?!1bp>5XSJqW^HSN^ZbxmDchv|B{fo`Z9>sxd)-9q20BXqQGr#tF9^qu-{
zeUI*|@6-3|RQ;fSNI$F})l>A7`Y(E}UZj`mRr+PUQNOO=*6->M^(XpM{ki^9pV!~(
zE4tW}GZjr$Q{B`wqv@z=YEn(Bnx>|?X=z%SNYfgQjyssnCdu?N1I-ANZe638bIl^N
z)T}bEm^aLB^PV|kJ~yY#*XA4ZPjlXUXMQwSjK|VeIjfRY%?h&`ShrZWS#7L%tE1J~
zy4~tVExpe7m2BH%7{B|Y;5SUeZ<y^d%z{@DKll^zhd+^W@Fx-ge<J1KNhA<HL@L00
zNJV%Lsf4$Og7Dr@Wfi5OL>1LmwWSg2R&EijI;ajbP7_t42vJ>CSK);BkWlyysjm8{
zKB5LZhSY>-uv+j5R$FDL3=szJA$8SwngjLlE>eB?4QT*xVBzo^(hz>Y8o>`(WB37U
z0zY84;C-d0cvGnvyoxl3SCJO*D$)}EL~eyAkyh{|5&=&lk?<jM8+?eghW8K`{Dwrq
zV@Nc7g~Y&1NE`SEX$#LFvG55J2iv?Ie1f>)6C@r!K@#8-q&<9sbbwEgj_?W62|htO
z<Nc{byg79{-kIuxx25jDds1EThEzAa8`T|eMcs+_p?cs=sJnEejuc5cM#qS|$xd>M
zp7hMxN%YcPbyv}wtfn5~9(V@nL-tc2aj)*D`-x;dSPvF`$(kB2`sp;CCi?49dXyLd
zpCAL_8Eg=Ig59U5>ZxKd*;_Nj5S^v7L<)R@4TU$bVLC_Wi2KP3TP=p`b$Xq6KyT8U
z#0b5Wo*h&5F1<^n=>z(JNQWP=40r$=3Ey9t@cQ*2e2$EQw~^8CHZlg@MjnEnk+CMg
z1c-5D!v%@)CfEd%W@5iy6G)HL7LUNM*Q4+-G70a3O~G4WQ}O=S<9PFH8s7PO0&jaw
z$9rB+;tj7E@B=mz{zqoP|HxnPwpSKBfIS7@U$fzV<Z1XHnFIeLb4`}X67vilVm|zj
zEP&^cY<M172+t#n;CW;*JdZpB&m&9VdE{Ahf}X#hGpEgIu@pKr2Rik6=+tHAg1I36
zYA%^eV!0_ah2jNs)m#-TjMsR@-z;MpvC;~#0>mmS$O;mxtq?0jylB<6>XP0Kx57#9
zvM-Xg@I~@6e37h!N3ZqJ)*GO$U$MGaT|_SFf_yQCRBr|4RJBzD)kHN{F)B_as7|Vj
z>Q1(KZ<VYDs3B^E%2W@jiRy8crLxIdU$0(O+tqIMj`~o2s!pkMsz80Geo{qRYCrAL
zvAVs!U3b?>y0=c&1NBfnLXXsA^mvs_+!K11ep+YiXY~vECH)FL)&5=oL%**N>7)9%
zKBd1=59yz@hbkLrsu-uKXWXW{>1&3Wr%kqb*1TX|He1YF<{k5~`OKU&Uzv;M2XomJ
zS<>>eDp*ymnpS<Qv308zZMCyHSY6o?fOZqmYZ4kwmGY2epwTR7GzT=7A2gRgG*>xj
zt^jDR^3Ys?&|DRuxhg_)Rf6UUg667Bnrj&8KGs}Sp}B&gxvD{Dg+OOHp|e7vkE%l-
z)qp;#34K%x`lvSaQ61=`FzBPY&`0&4kLp7oHGn<}hdycuebfm0s4?_W6X=Copck4#
zFEoQ*Xb!#50(zk(^un#s3$36RBA^!{p%-q0UT6)y;DTO=f?kM*UWkESXal{_7J4BT
zdLa&ap&j&s8+sugdLaRNp*{3M2k3>4&<mZQ7dk^PBtkFT4!zI?df^V}g|5&G-Jln`
zLoeJ3z0d=C;V$TfBv=-AV^;UXeC~yr+#56b9?aW5n78+0-X>$-_QkyIhk4r{^L7B{
z?Lf@iL72DqVcrhLyd8pBnu1w66ti>~X6gNyrNc2xAHXaffmxc0S(=7fnvPkTfmu2d
zvosU4^g+zhQJ9&d?U^aPs+_8(YN~pwv1+EGRji6v9o6lso4QN&QunI<>OM7GjZ~x6
z1T{s?Q1jJF^|IQiURQ6cf2jA=5%szHTK!XftA141RI#@7ZMuz)*PV4Y>iJ&!Ufo|0
z(GTc!Jz9@b_Y(KGo~fVG^Yt_OdHteZuV2+~=-v7~{jolxKht06ujpPc>uW}u@}{z>
zX4tPt7juspY@Ran%`@hC^P<^kwwpZjzWLOAVZJoqn(xg|=9($CEUUa#*>YO-tcF%I
z%Vot{?X5fhe`fyw%=|w!Go>VJSJW37V!YTX_KQQ}gg7TIi6ZHcL9&Jn=U+lZ4SLFM
zB%0H6TMRvEcVhpUvXK2}%FFCOQx;jT(<paXTM7NF-GtAuM@{uCd(>1**`p@ED@D)7
zZ*aUa^W1?vcOuVS$a5R=+>Si=AkV$Xb06~DUy|pW$dkEuOSl6i+<PV5!4mHM67GW%
z?!yx9qwAbMl}Q<JZ-G-ZTZgMudZ7JS9}<SN$Wh@SO>$iLlQ#K61kh@KN|Yx}&_VF~
z7=!7_m%oCNfZq<Ph+5Xi*!eO-J!&1YIaB|-3~xvo>j<6Apy$P5NE0MNtxrgIa0>PT
z$nkM*SgYDQID~JP1Mk{Uc-HO>?<PHbPusV_=ST%rfnqup|5vuQs!jD7p+-;+52=Uf
zj#(;;w9<ODp0v_-wVmquq56<_;n5Q<zi+BcJqN$b?Vx;HQjc{I-9;ZUN=y{f#T>Cj
ztPtzyx%d|&2(>v$DbsJ@PM2_Jz+L}c<#Q@irgcInvUa{8Y>YT(OJbiZgS%3~<(F^;
zCESG)?uRnCi`O~-cYgC8H>Rbw^|fXt#s9D2HdScT>pN$-O)a#kL(NvRsWr1zHtBe7
z-*RMYzDhd&9rX_Bcy8rD^|AVxbo{64Q&Ewu!+N3;S%_{CWD-n*s7!Vu>3B2T3>W-v
zU{m~tZA1W#jSw19$KcuXGx+p84sV`E317!AEbQBHulTF%B)iD&GD-H9$#Q@kEQiSv
zGDD7%W90<-n4Bu7%UN=^oF^B`B{D}Ymn-EOxlZQF&2p=JQ|^>|<pKGDJS30F6Y{h?
zEA!<Ac}W(^tF)%`ZyN!sB0XD&&^lK~)u$D%DLq9;((2ZhR<#bansudBtS7Br{b<!n
zp*Bh*`+E$nR1;~Pnnt5NOU+RW=y~@!wM?xbdwi|hpf<5zYqdk|qP1ziI;cLPb?KNo
zp-$79luv8XB~?hPkXI}1pr_P|^h6p$PoH(@NwX0>Rkoz{C`z}bm8gSGq&27qtv!8c
z%^9RqXthbxnQXo5iF&f0Mr%rzo}(AgO7fgurdQA^vQ}@P_2V_YP4A$UL;71pq!Il6
zh$a(FA(~3`IMFnsCx})Ots+`Y^rDb{TZmpGqMq>EO7s@dPNIJh?IZe%=q%CKMCXXU
zC;EZX(wy@zM-)I*p3I0q|3JbD{uSta7SUhmth|3k;%MyoPbYekXa><tqAa4Ph-MQ#
zO*DsSF3~)q`9uqdvWXTFEh1V&^b*lpqL+!*5v`|^yg{^$XgkrHL~j#OOZe?3+C!8_
zw3q08q7NudZK66vVMKLF_94+nMDGyoCwiCY0MUCy2Z=r*I!ttg=qS;rM8}9eBRWp>
zInfECZ;0}V{z+6obe`w}(YHhwiGCz1B>IWyGSL;Ht3=m`NCWwKh`dy$%0yL&Xa@NQ
z6ICM$AtG()A4*i6s0L9@qFO{7h+d(ze<xyJwTp?KAzDK8EYWjBONnxbo+qM}$p5cI
z%ZXkfT0!(TqFkbll*boDCy7oGohJH{=nPRYT^IbXCn7~e+S{LIt>1S<mx$j);bzh}
zgM3z{QWV4IBe$}u?DLLmsp@25I#ienBQ3*LWjWP`tjYk@j;zW+)t;=%imJ2fOm-t%
zkCoLxvL36bq3V9pW$gFS3G1=C8mGpQeaO~hP4xs>kF{uK&Lf*}ky=D{Alr}))Ec#h
z>_E088>&~xl5C{5kR{nfy+xK}Q<X=SWOMZ{S&}W)CuB*sQlF6}8L7TfUy*gkR-#Ks
zla&~y+mV$RqdSt7*jC>`R$`pKQ{PEe9NT{J`eCyD67-{F`*qM$$oA``pCqd<QO_l-
zue)AER$mXjl&roay-KeVJz@3r(i_R@>#biWtFMoKo91q^ewVDie)>bQ`UdDv$m$!U
zKP9Vgu>PE^z7+i>S$)Iwd9wP3>+i|x8=<d|)t9D=X<5xM<xDw|2^;T0)4_BUqhRTc
zF-hib@eu62ab_Udd*jUrlPVs8)%U2GOIF`wW|3JWCd2BRVpfsWH`TmCR^K%923dX6
z&2F;#W|;TL>YHVbkkyxEJ~y9>*|7JXHs6`=#2nalbFE5b*Uhu4kzKdI3bVq*LRfT*
ztlP+<TWqx<i*AV(PZr&CR!6I&$bnt=yw%O>CYI5-Ss)Vq|A)ORf%CCi|Ib<8bI$Dh
zzWrtl#u)r&Fa~4n48}H%U9x9uNJ>hD3P}hhD#<QFwp5BDAxUyuq|$OrUAKg5De-^K
zGe3Uge{cWW{eNzYG2YK}=Joz&&hI?u*}l(t-}gMpCdE`RsV388nVP1Ssc&*kQ`5|J
zGM!Bq)75k{-AxbE(_C*Vno6d!Ni$VUx~XllO&ybC8kjuO&@?iQO%v1Hv@k7AzG-Dz
zn>MDvv^DKaFLQ(GZTgtLrl09=2AF}Ss>v{QO+8c1R5$HS2h-6Mn(IuFsbOrD&FZ9|
zK>Eo@KLzQhL;9&nKMm^V^{B&ECw)mL{YWSMNhbqPC#Rz(TWt(QZCn9iq*oE7SCOPw
z(WF<gq*w8zSBa!oNu*aU(yJ8It9u}okbgzefl8zUX`}<`qyrhG1Jy|fYLE`NN$y!B
z_nIX4Y?6Bp$-OSgy*|k?m*m)h<dsMAYDn^GjPhy-O-WMCNK(!J=?;l~yNx+NT}EDl
zuG=@<-lNZJ<4n4E$t`q?MXp34r7@jF9tvaXQk+|hKMdgyA3}M)d^_Kcb8E4PKVcCM
z3gMse&mc&ABff!PaYmeh5b?A48BqwP91uq6BwQBA0*H`L%cmhyu9PbwN^X=JAzE&g
zTOmg7mb)QVzAN8_IQfzM2$4z+rv@ZAb(}ho=rnK|(0(Ne^lmQDTe*zn%}L&Z-n*6b
z#;rr|+A4a>R@3{nhTg38p?7M1>1|p+dXLth-k=R2i3XBHgGizwB+)REXaq?#ir#sR
zCfUT0Y+^|^@g$o>dJ8s*-hXxJljxC?(PD}aN!vHSLQBah+wQq?1rK)g-1FA39lfN{
zJ2ZMlqt`TgL!<Yh(fiWq{b=<5IPSkA4=2S*<l&q+hdf*q7ZDBGafi^jLvh44Aq+=c
z7jd&4aRiMxl13b*Pa%?s)~7Kt#^|#c7i0C07!~96d5nqi`T|D81Y;kENW?(GA<0PO
z(1jkM8S>e}w15<}@qDO&R^A#?(asB?B3gPosD#$s0V<<C7eX3ZbP-gsclnf1iFB9m
zl8%<VGh2tWH<8{^;Cz~FQtCJ8eOG#4JB-)iIXHXuc`p7|L*58Aw<&Lib5&E+#968>
zYU3=`6?Jiz>Wlg~OASRsoTbL1G0swR(Hv)~rD%z>)J7EGEIlY6L_K{-K7@MuuzVQx
zbe5cjQvY5a$N6dHv_?C#yH{L_r#OD{Eu1PJ3tBUgp8Chu!zhY(nmmA^O2a;MuhExc
zfj`w74j`WpNL7b}XayjcY7d7P2XSMlF^K5G5w-b4qzOda7HvWhjl`O8#3At}3K2-6
ziAC(;vOXDSAAK^;JNjgtarCb^*XUm%-TGI|n60m<RZ0iz+I!8!2@nsAM$c)ig2qSp
za@Bk4hbyF1o&MVH_9}l#1|-3uvY5Uzw$yjlzx)Y0A(f<308|}S55MVh|BT+QraG+!
z>;k($6@u*(ei1wZza@^x;cO>!v=Cl_qlNIwJPl{ND$hV4)t+}i?{pn6Lcern&EUc4
z`ETYoBW}5!-wqL&Jxqj1{xE+SG0bAV7^3+~z7mnlbNo3(GSBnp5y`yDUqvMI27d$n
z&0G8}NaXMH_Yu{6%s)mi`ZYfa$^38p7-F06`S*xwe&9bKs`&^12UO-~_!-1DKk@TW
zg<s?sp{ihlL56UI1J#5U8mf!yL=n^wT|^hi6g@-_$P#@-AE+sA6gMK~87hV%=DAti
zjF{(EaVyjjW5gIlK6i<`pe|JcuSfO0>(i=2F0Cr$(W*it@u~P6@sF)t--0UDx1<{N
z`O;7NK`R*|L!dR)sBa^qWE2#jwIxDZSx?r3b~0b)Lwngtc7hJFx9klasj7UToGa(T
zb@Eer1d6C)d}sMr`B&&7Ps&r!Ri2S&p}YJ^o`;_DqPz&b9Q+42(3(bXT1ogPO(P2t
zq;IlR6>dfLpve-<<(jMZ$&Fp484buU+=2NnN9p`NvCKxX5Q<!(6uH7Ea)ndmilE39
zNs%jxB3Cp;t{940u@tl7eub@hEi8rjwDq4kAH(kepzNOisy?o?@rJ+3#)Uee(XHzM
z?Sd$?#k>qvOWETv>Zy_4BZKS?$nF@~9Vfdh@dJwdfFVENOMbwg>@kq+F_>&H6s_+L
zv^#4%F=RV&WIG9DJBegFNn|@NvYlkIoeE?-sbo79$#yD{m#<7-K8?J574q`w<mIc9
zm(L(CUyZzcb@K8x$l@}|UTTuP)FykWL-tY^?IIK!kX<w+yJ$r7-k4%T6N(K@DK<2t
z*wCEpq6OJSOR|f6vWwPa7i}nV6p(eaBkSlu)=@|nQA81?v-7d@DRiZkAv>qQD{}h=
zOd7}d$TN5~oY|xN8=To={O>rkc8+}cNq!Rb)y|PWKgZ9ZzMkhlV>GjK6fE!`;ubqc
zp~6S_pr%?*!exw%K}|g(KSNEm<BOJG%da7ZH0E$AjcJUdN&cfoqlf8Xh&o2<k%&4*
z>(Pih#_F+<pvUX+kf<Nf4?vQhsb?a(dQ3kC$$Eia04aKfUI7*KI=v2~-!0}AL>+gU
zJHbBlm7*)^E~wevbT_D}d+32sOApaQpb>pjV?A6ChbH=F{Jy4olpY1m^=<gAE%X>Y
z2J-ct_}#7a-TH25qsQS03iQ4DK4_;W=}FLmM$=JG)ek|To}p(!k$yx!0$ueS99cI#
zPtSuMdcK|yJ!zEJ>qUAI^wP`pGPr?8+*_~GtDuiwtJgwb8ht-A!i<3aW+d`3z}#wX
zgB#5lGX@3|KSMk=X`gv3Bw1ZTMm84bGyf~DS?({e*RHr`t$Bmzid~`gFBOfi%nIxZ
zB`1F>$e&8y0WI0#MQF*2cjaBtllJ62Q49L;KIlp9ny@b~=EbNB*7N%F@q9e$g7v?F
zw3Zn}o;R30YzVDfhKhT|y@;+?h!v<2{xSeH!rEID<q6TWiW#Gps3j1qmZ@bBr(RdD
zL%e!JVLVp5)ow^sZ>l#TNxiM!2A5~exvX$vWfJHdagG2upWAmKoG<OVxAT?r6$t03
zbJVU~JKuui9CMC=a=vrE1MM7lj)QSdI48izIpv%JU+1)Q8vLAd&N=XRe!|Q!z@rN}
zNO`0SO-pIaKp1hwH5-i{^<1%|a#18#T;crI;5Bf5GkNCadjdoF5X@WrgdgTD_lx@x
zi?0+baa1olFVZegmk>Yq<mf;d7o)ppobH|px_c(+?wLbbmZE!5n(jfB+*e30rOk;n
zwr1F42D?Dp`uT8QlyLwLMCnHGXq0OlPedu+%txWjCh|$>Yp3uB3H!}P)VG)~Llm)+
zuSUIjj&Fce#D1F*xxK`<V21W8-vJqj0QZ0!5#T<kg;GBN*@y!VK@Q@;Paqd@!sm#)
z{wlsg-1Uw47ID{4;sVA9i>dMvQ`JYrl_wiwM97z|5M>p}wurBul=Bf;JuMd^rdlSK
zLnlNOs}M~+C)YtY#1)&MhkQwHf$I@nY=ax*>vAXbL5#5n`pLKDei(pA;~?B9Ka_`I
zuv6Q~ft#HAPM*Ct=RrsR8+$h|g`1e_peA{quxwH4cUs_Q<`?mT#b}aHgF_fi5k|AM
z>7|;Ywj-9e`{dO#gG@2hw{;xI^IZ82E&ug5T!97u)i+e+CEGSy$y$4kMkyztWEEQJ
zDC}`OpMZ92CF_rPZ#LTMQj}~k+UjaV9qUoD;Uv>Y#CtnX?z>T@u_VoS#CwMjdssQT
zNP;Qi2XO-N#u;%Ik;cy`%{1vq1?eQm43c1V*-dr_x9l$mKo-fd7D+IhWS2uyt4H$6
zB}wHWCPZZJ)NtI;1d(A5G(%*V2Q8>BaDFL!J4*AEk33iSQ}b-Otwr2s6Sq0UZ9U>P
zm$=O%ZW|G|O^91-saz-PQ~<NhymkfZrJb?BJ_}Ka-@tD`zO6@Qw2vPr4=coj;z9H<
z4~d7+!#pe=Mh`Pf%mOXuh&h<^&lPhq=YLW>i8=pM;wjAepB7JJ&c8@3!kpjk1Q<v@
zI!HV#(1VLLVhy5`^<q7G@Qq?4dhi#-3lJ_|5-&l7cv-v*kz%XZ3Q=Oa*bdRc?*0%X
z-Vkp<tk^AfL!5X^yan;%ZSgiFIDU>FBsu|303<mfP6)W1FeeO>ohT;?Qk)nk1}Zpl
zP8_5<2~Gm-C>-Ij17&v_LmxU6eW<kwO*Ucp96kp<<y<}&rTjR593#?vJ|FoxDE@-{
zd>}qVP7aHYk%!O37l^F_F!DsoAQ^;_$68V}S!@j1Q!Lq29NAO6(*!YSLaDhQOLK3Z
z5DWQ5jBl~LA}ntxxAvvn+K=vC`cni5Ap9OkXfTM7doba^5RzdiNg#}J(C}YeA!t(y
zlL*?Y5!7OgnOyBa-=b*!!R}BTZ+Di%n0D6ww(~Q##sA{UrIn=1F^`wzRt4Ue$H$3g
zS6svS5DPq4ICP}dhf8R}&JCxz5wwDEDZ{ku1()uC+m!-C=)i|o3VbP(^rJk-pHTBJ
z&y&q?LJ2R2QHB#v8BPRcIFXd$L{WwlO&LxMWjL{v;l$AjLcF+MTn`Dfj*uw&iGGko
z>j*A!leh_z$u?5RDk_k!r;?UeB>k>Lnq8TmNJyh65~|P&LOSKZRcQqwgI02@QEaPD
z>jgCk<G5+nAd@oWELuCLiN2y6`Uks$P@C>WXHy<khw`W#%A@L19#xO>sQQ#g<?4Zm
z(HrPNdJyChQg28|y%8esdl9eSukS~^Zt-_h!r#phe@{i!K21+U)ILMcfR>aW<P-jG
zrJvAGKx;zbZ3u-I5DIUrm*^#k<1H3%PguMIN;(v^ZYbv3#a3?!d2vEsf{>Ra<mC|Z
zQiQxTAumJ7%ZHGcFCi~KLSFuayaEV$1rqWKQU}xl2v!HxK?o@mIQ93Rv!LGs5t|py
zix6mW3Ch9lkHd6d@=Lds@=I;;^Wfi_TY4+RAM-Mhp>|(F=_15k;+O0$GT+iz+Ig;|
zqsHvz2d=mliBWQ$*eqW0T;<Txvx;i9jgdFwq;rB+R3+)0L+h%FG*8nysUfZMA+7Qy
zU*|`<<xgv-0kozTNGqp7w6YdV>!%^4bD^|~8b+&Z;p7`5$TvpPifR<CxJA>tY7DKr
z#gfmABTbE`HP!@LgG(g;nMD56MZPGRd{K({UVM)p><94!A(k`f!R#t$C0eJeOr9!@
zJXIC)RO#fYs*;vxkf*9fo~k-|sv6{}+~lb;$x~$^I)4&9m|f|sh3I@4dN8}*myPKB
zIrLz5)h`Fp`Ag`*?Al*FMCY%g2eT`Hxrol+h6c0_n1|^6Lug2=fsLH1PE}}3ce9!x
zUat*JX??I6qW1dGoK^`f`cC6Hye>*Bmp4GvQ(M$Qyi;E^K#bE^GzDMup3@;f9+y8r
zu+!RU1EI>LToA5OR0>3>imDPsswyfSqE$6j9ql+%WuXPvQnk=_vsE@E=}Nj1xOAFM
zgJhkq(;-D?=nSZ!tLy5Js@>WR6?K-*f=arUt_79#2E75&Oo~Z?DkjyWLb|DBDnV6~
zX3`+Tq?>f8W-?3$R5y4)4dXU$aGND&31pgOW*KCe6=nt0G%L+YsAZlt&q8gp#;k#C
z^PG8(?)EUJ;2P%q+T~v$pY!ZqxD0b1c^i4G_V(>W^_>c(y*<&lsZ*D)OP>)wL(DY$
zToii|n2+}_xL=?zqC1AT&F@=pKLO_hT>f?kp((%uxwoI-=-|+x>_EF;$VgzpiQaxf
zItSa`6}kco&GPmWzBcS&sNG|v39#@@-hQHTqOu}8N7%ne2Nsp*?I-$hwA~FU7+B0^
zZ$EMSV^76Km*hHe?|J)4IFWEHAvoTy++$ozIP2{vaY15H$(@g+vEF`Mvt83%b`5VG
zy+M7spOmR76H~^e*nZ{#t1#&DCr;|*)Cs9$Q*TSP&jF4DR<XbLJ1UK+WOus3E0qhp
z-%<HO<+GLTd%x{~r5*BqN0k{>rc}AFid{d-29`d|`yEv)RdrR3ts0(g@6*Hs%eXY-
z98&+yeHt5OE<O2ZBa5b(a^;hcHiGz3?C__k5kT=GkRnA8#fV^v4j~j5LMbkUQA7x*
zSP((}KaxCu6#4vU^7b+0=VQsk$B}Q3C$FAB{ydR9c@p_>7kTew^4lrou`Adt{TJ_2
z+BhmHb~+R_6~#+Uk<w6%^r7hJOL5VUBBDRV!T^ebffWCODDnkU%nPA77fKN>jAC0j
z#kL5FYLOJrq9~F@Qw)ot=oL$GD~=*oJjJR6ic*ObpOPptxhN(jQ#48`;}R>&yp?O?
z)g`e@(ZB3+Sgw;-o5ZffrDd1Ta?QN@Bo;=`uLF<ac7Hzm<T|IP%mrV=*C1~j`9|bz
zE8mK|z0O}p-rnSIB5!};e?i_p;vXSz_L*`&xkN4jf4N4k!K~^9`2qyW?Q%N=$+zTN
z5G>!9??VVZT^(AkCs&=GT=HGz+ET79|7pDYV|1qM&Tctx<-C>iR-RFoOYd6e?b^vJ
z%Xzyxc`L_$<=S#}<d|i5Udu9Xe}+uczw}$1^pv5brwko>%23f$hMJx-H1w3A4?VZ%
zOV923(OXUa^!8F<nU+-9=Iy_y1LbJ$>gMggtqJA&aCP(c+vr2NR$Se@m1BlKbN*N!
z&96Nfl}qaCl2p08ej9lSV79tBUjR&&?26FAKGW<>u{G-XRGjr0m#+%7SM79;Qw<rW
z4qU#@v>UJW0%rWZJ@~XX#dx(fFrN<I9(-r|PW4%f*J}aueazc~?`gai56o|`w}*fs
z{<H0_i@*X#czXy64e}4P6{k-C3ySvk5Of%?9Re1-+1o>C&yaC=btkaUzTO_feZys#
ztvZO~2oLu55N_*z;+P^_-X0=rMc6u@_W_Hn=j|b?FsdNRKA(;pMs>Y>T}F?JE{+})
zZR=il1{QsXx9=GHG(J+yWN+WG*)g_eB#tCD*V}jOcd<ufpD5YyEcTSQ@3?2;7RSwx
zEA%}5zSi4!yq)zU_|rQ=p5RWfPmkklCS-g2PIM=xC)gc=HvvoZUT2B+-QoGblG40A
zByCQz)zXoYUh($eDs&aN?DPJkfVsS!Gnaj;zbF3O;_V?hHQD}VKCt9;Zx6|jCeKK=
zJ!j$dC%pWn_}dpTl7B3DpEV`a^GVsZ__Fz=OZihn|E;+!e-7)nnbGol4`m6%l;s&M
z*VM9mC#fv@*RrfLWm96;LS|id<#sJdubj7X-u_&?m0R7_%-gl&Im_=mmOsz)=bx?e
zIV-;__WSs-vT;YWtng75x%p#x(o{VHsCopa-AyI!Zt76|21UDu8rn6~r;K}z|70ev
z1uy!a&qw*J{BL{t^V{^*<9+^kZ+WR6!yotEe?0ep7AgE$BB*z#;F9N0I(l~sW)s-t
zE3QR?V5ix6&OKMl<|?z@WxoUOh+Gx%PH5Fdq7z6tS3ZvRd`kWUQPEj>4(Is1{22mh
z@9QAi`#M;yP%9urtyC)^R6VPng)p^7t$}d$oO%u-bR*peB6Snp1fp~^-3+323*7=@
zbiU4qSlwE;hB#fI3#e{ci9Y-}#_?wvjon{+2zd9`F2pefQuP*~DlMGqut=)9qNvh}
zp`Gk~X@7b@s<+~g+Jk?E+LMHKU@NVJQjL{x)Sk|$L%n4ms@mwo&aofC*1NBb{f^~#
zVUJJoh1g@Ft(+;V$Q*FVLU|py<uUnp$a0!FEuogjPQtN=L@3#7_BuRgRJ9B2c-eRC
zB!C<#Z^wDNQ{IjCIZlp4YrI$9hhv!}CquZ?&S?*kPDiH@qMahA3&c9zoNkcl^l)xK
zjqT$MgH&g=vl`saT4ya}V!v5b5dwH`-j8bQ48`%<S`fZe3&M|TLHJWGhyXD`+z)|b
zs+f+bW2SfnBE@6kafqe*fQe#(SO`gCu~-5rV!2oesbaNw4${O1@jPTu^+31SB3^+^
zu}!=RwZsmw1G2?Vu?y;mJ>pHMC-#YVAeSmmG@^<VO{n5TGpabz!tr<fp_LQp1VL*j
z)Cq+GC)|mEwobGY4egy+Cl)$5@lHH+bP}B;D5Sa*Mb3-P7U<->;=BS~oo&uG=;plU
zyawH!9nKEu;p}vFLQiLxvkR_w_BeZ>m$TQ|3pY6XoPE&S+3)O!KF$H>0Q5Cm%~t4V
z=L_d|k~7(Pz?tGa=uCAUa;7=cof(&}J?zYMW_hm7b{@gM;7+kK8o;^JnFzj6vh(|B
zYa8~-P#B5vJsN#S24q7cXbnZs3+!IH((JXhCFty}%V+y8pS^kc?Cr~E`!AopbNTGu
z%V!7a%+^D)=oAQ@GD4@9YAThkV`vfSr79B^f0~k!n*&f%^_N2na4Dgra+Fe98ResV
zm7nrg0V+@hsbCeNLRA=E3CDAzB2=V`Qqd|##i}?Jk8OfVgtAc~xI3h)#;OS)p_-~@
zs<~>RTB>~2O0`yPRDt+Xd?!wcA0?=^PP$Xesi)eh_WGp$hd!gv>7Vq^`l4Y*n5L$=
zX=z%SHm0p<Z#o)l|JQciUW*%S{gq%_Sw$W8wBCxn??EioL#t^41?bbeqUH2QKR*Kf
z=UA8klVKXnhIz06mclAn2b<v)*a3TBKUIUp-js{lWNK5WtwU`NwRNejM{NaaD^gpT
z+A7pmrM4Qi^{LIJwgI(y)YhOjliG&VHlnsBwY8|NO>MSq|DbBa!Qkj*ouVrsrNXbN
z<QWMD=h21pmxA+_gY)%&*XgyA<jy%y#c*47hw*LDmn8BY9EQ)~EBF?^gA;HXencmu
zm_G|;(JYaruu3eQRcEzW4$EWttQ{+2-C1uokPTxa+3oCZ#G4b@6gG{`WRJ3WY(87a
zma=EqYPODTVq4g2Y!}<d4zfe+2>Xg1V<*^Ic7aP&P=6lG!+A81=PsVg(|88P?Hr!R
zoA4IAHE)NAr8`E(fqWPr$#2JKK91kVC*y3)=JWUh^hc}sI=-22LBxBJT||EUxj(j%
z9Q79aL>#21AU%jQ73m?QX-Lyi){E6*Y%SX1YN=X^t;Iat3^s$Y9byo#sC7u|kv1T0
z#2!cTk$CnRo;|=Hz<Hfna^U}$aO?+1vkKdFd>ytg@)xmvjoaVe#dl%5pQGmU5BLYz
z9^pr@rx{2OBh5sbg)|%K5u`_v<{&+WG#6<e(&I=^AU%mAU9Og6Ytb1uLk-3hGt3Ob
z_9k-^w#B9x+x2EWwj0a_YzLV^*lsk)gV|&@p$}Ui7GS$YY{4EkAw7?@8R-S27m;2<
zvY)+-^a|2e{OzOSD7NRtdDI^KhgbI_ZAY4q^c3pW1?K{O)<8DEwvB9qZCBY9+kO%w
zw|YiBgRMoAOf5iq8fhWYBD}gv;mi@n<Z88AjjctRT&-1Wv9)-Uo9E5**lsp<oZFCI
zh4QM=Wv6O1V-v|k9m9O#{}WTtgQ*iJeNZQD%^P*fR#;O1uxLh|#`YF<2HPp>EVfJ4
zIc%R*KVrLHA(rB^6lyhpN&SrNc7<BZcPr~p-m%b}f2eIW#m_WCCGm~6l`MYN=z(Q{
zcCdX~qi>ZfwZ?X%Mw}+MY9DNOYxKABUG0bMM;iT-Q%472+W^8K4XR_#@o)Ilwh|y{
zTPrF+2U~u0h~-CzT7Gnx<wu8Gezev5XSMZu>$OF2vvjoON5@!xbgbn^#}PmA#7_e8
zlSup|5kD@=4|uCa`hzfAs6O;RSEl~YW7QVup$F<=dbl2`N9obJqOPPX>oi?kXX`pT
zM>oW5vN7h8ZFM`{UU$&Fbzj|IkI`fG-Fm#fS3jVq>Y4fx{g|Go7wAQLg|4F0byc0A
ztLf^xuCAx+>s;Lw^U#jEP+zBubSK?echOySH{D(L(f#x)y-p9%HMCnd(0RJKZed24
zTg<KIPMxW<bW6-yTVc-H1~b+kx~HzGYw7ECFMR`)SHk}7Dq$BvWj#n2>k;}EeXG7*
z-=Xi)_vi`we*K`Hrf2I%^<4dgUZ|Jom3p-qZf-WC%xH6$9-?p7x9L0eI6X<v&~x;B
zy-cq)Bh45nOZBWV+miuMQoFh2e~Fh?Ao)(X6^_FxI1A_PC1wz-1+#EOYw^s*Qdt_y
zU~a-|xvUXuhM28@bwJeCmGwm2)}IYR<TiqhLhLq{jbrz*$!sc{!Dh3^*b{64Tg;ZT
zRctNWz&0a#+s1Yve%s6TBZB*Y9YzfIB|C~J?l?PzIPN?;giA;+lE?Byp292fbY2~i
zTsE&)3d<Gp&WPrE@xEviLwGTwsoVG+{BAx0BkdIQ8Z-H$i0bC^g^25(;j0lxZ9)|F
z3L+?`hIy!ihi>vvM-LTysL(^hJ#?LiMtG>mLpOV<lZQrnsI!M|@lY2Jjq*@e58dja
zZXUYLL)|?z+Cx1&bi0RodT5M?uJ_O#9_r<xJ3VxRhsJuSw}<ZXP#+?jmv#OZT;1)V
zz8<>AL;XB7&O`k@G~Po4JT$>W13h%Fhi>%HeI6R*q5C~F*h3RNG{i%bJT#Q3ypFTC
zjx*(EYO;EuR0PKSjtk6prpu<Xh3qJM$-(gdtJsV^mBefFnvK|In|bwL_w;WoGtYz;
z>ODN($KwM$KE&e?9*6Px2oL-7V>~{=<5N72;PDwApX2cb9$(_|S3JJL<FM!W8V~!K
z{rjVM*uSy={}zwG;c*O)zvJ;89^d0(&yVBrgZcr=X5D0lS$HKxg`J^0;=;Z#5RqXq
zj6`gB2i%S5a3V}Wd^i&xg(qMkBH?FXHDcjS@FJq&*I*~&;eBub5%D4T#FN!Cj$VVK
z4-jb20&P}cJ}fX77MObq%sU0<nga7o%o(U6uE5MpEJj+6^b8W_WMZwrY)q^cm=6og
z8ZonAHiNYFCk19?Vh7Srq+LjRkoF;Aj_CL!1tNtag(F2H#Uf#T?$|ZRYo!LX8zR&W
z^}5=r-cWngn`*IIqL!*<YOi`r?Ne{l^<8SWt%QuZ_3u}oxy1V%PzSv$L+m(ogyooH
zt%VJqENd6+#XRdEd;o{x2z&`gF<1M8F$m6zzpbYWRO^|idRAsQ)x>2S^^?DhggVII
zMLL4?1(Mwr;slc2$Kfn$93XKdg@iau)I!Qes)v+|)Cj2wQVXPfB#ht!qqMO0gmF_K
zG7&gusDTVMkD)d()FOu3!%%CO!0$z*&BRfpzu{C#Bn`}L$Da+5uz%SGsT~rc3yFw9
zVtkeub0zX2(M~1WsYE-KXr~hGRAc<r7-KcYQjJJRqfKj!wR$qr6r_icrXxL!Gz;l*
zq$iPZjQVLLv~9f<3GG`y1Ld`^ua(-@4C6sCMwcwe1I)!Rx)ftnnTXM3KE{zv7(e!5
z+;E(Nl0yzHbzbZ}caD@g|Gd=sm!;0XDs_Ie)cLoi&X1Kk|E|>e@lxj}N}Zo7b$+_k
z`MFZ(_U_p4QNMXMv}6}K<Gwr)b052korqb@D9mUk@dq)Vna!8*WqcLoG8^nVHGhro
z;Jf%9zK<W^AMiu`6aKmQN_;Dhixc9kI4>?pE|pA@^<_iZO171qWp~*}4v_QZLb+V7
zlI!FqxkYZ1JLMj^Umlc)<Y6bnaXZ;gj+2Ynp}Ye0)l~ty9p)|!wI>=i$Lh_4s58q@
zUpAnw>_9y^fI9Ly>W9^i3#b_lQ75{iJ}g9C*o1np2X){u%0Gu>UzVSKET5@gJ5vQv
z0lkthdZc*tMw8GFE%DqZdkuZhKJ+`EpwBrj&ZDofo~9LgnLg-YmZNvsf}Ul+JcK?a
z+sQ4XPl++inCyM)JZJ*>s8_!x&zgtP5i=t0M~IX2$$YX0Ycl?V2Wh_TL7JbIAWcGr
z_UG3n$WMwA<mX)QAirD>`fKe$e_cH2uP>p$-|7h|`+T4Pe~1JZM!}CuA|{@Fa{262
z&zbk>C!lAe7(Eq*lp2da!%HrwhPo%D1}dNQiTM-H1Tf7POsH_tJ)y!+oUu$lw~unF
z1_~bQfV+?Kt*TJA6Y6j#7hLD==*}p0C4OPzxOm8=qdkh^78nl0U;vCl%Cm<%xm0H|
zeBL6^lU3!0Uv}F2_>gz!+<36pE$bFcNc_w_LE?z`j|&8P3rq}Ng$HwUCx^U~ce>xP
zPaC-dE{~L<1-eIMR&`fVqLcIsOKCcM#F&wTZyYqrmDaC{E3<ChI<B^Z`;8oa%kY7t
zTuq0M98o<p(H&p%%Mn+8GJIs8QG<sUXC}Lo?B^mZ+WUFo@ZqCejc*+_X!yv%qsF)s
zqXO#Iac5?_-F4jfuX|KLmOC@6W~S%Af53<)u$0o%!W<A2SP<ZKUp|2`SixU@b;MWo
zPqd3mduq<@z1-g}T=7uF8_r&Mq+rqW7oJ?`${X8p;o}RZ_s$ynPLuv)zFT$M?xI5{
z{`SPg_~}pGH*o#yL+|KY;k|_1PlDLYqmS;`T5aIGd4np=-Cr+btN+HXm0oS}wQpX|
zqZupG>MlRl>fR<_+!yrHykVXCteP<P>E6{w7ko2!L;w2oI>cw1)bOWPeEo3M=&u?)
z)-SwwS7*Re33Uo5omuw%Y`!z@-L0LPuYX|N)_TW^X181Y^Rhc`8r5!1^xj8((vqRe
zjNXImywoOC=XSo><EO;~ea+GX<2!fxepCHkk>f|pL#JO^J?@bUYu~!(y=Ac@d*<%h
za@;IRaj#eR?_Td39d`ex91|9{X#8^b_$BV~3vo6Rm>fUPJ$}x(;2!%&d_Q>P{0bfK
z4qw-H+Qm1Y9{KyrZ^FOPabacn$Wgy-51pJ7UHk8wS?UL)Lr(VWo%Pgwzc=%ohbK?p
zUGJ;p6UV#E%GkJ|<*vTppMQUE{rcTkWETy-ka|<Y-Fu(;#2Nc>=0gpPy=7D#P17!n
z1h?SsZb3Hg?vmi{?oMzB?h@Py8r<F8-QC?Cf_$6Y&;5Mo{c+BE*Ra>FncZF8Rb6#;
z^$b&;2}{7Vn-7<BmJ4Oe-O+J`NxY_g)^X->kZNk+qFkm}wM+}1iI}0lRJ8F6AbNEW
z=h}g3Uu~ysKSTF=6Hrv+(`K(GFfhaL{`IkcMEAlj%hmW<M(%r_l+{WH*(EuD1UCuW
zEyvyJKufbHd-fb|plBLfNbO`eV4d5hV57}#{Dk(z$kS~gX++$|eg$liKX0o9s=5%*
z9Iv_cKBkeFaPI9?ul2>j&9SM(V=R5U{tDD9>p`32Zmk22)#^&cvoN2O54Mcme7;Pc
zp1U%8l{VfZ(4pe%Ir`fW?X8RaX9#kgu7>B~m>&Eu_ny~d)=4p9-Gso5zUPkBmxS)V
zbWV^d>W>@CN$Fi!-O7uhusa#$Bk+#Fi|@&d8(+L^uvr=(`@cQ1cAX1&d<#D627R@~
z(OG?;?)3CA*F#?&A_otre|38YEkA+WP>X15=3=pav2E+VF+6v_c)lAu`BG6wb2Hf#
zR;L-cey=$F!k)VE^2$vgMUdX?WhSV<q3HN@Ur$(zqe9AR+d1!rp7}81^OmW}Z}WBy
zm;vW*)u}oTh0ujkl5j7yKaTb~Xvd%N94eicbllL;B{lXqu`mqw!HQM$u~^$|ChXAK
zo9%p_Q=9LDOSnn0!Rx2sy_yL>d0qo-X-z=vT(tNsFQcZJGPrY_ng{>MrIELIsQSag
z!clkQGt7BWRFGJQ6pZ2?`|EZ+yb@IiMgl|_#5{+(C>xC$)DIf@tI)+X8Zz>?ViNrP
zPt*!ZpCU-8rt^lbBw}^)pgp@v#BaaPKkc+UxL-8WT2_?0noOK7d8}^$02i5c3$wxm
zB63+l2SZ&dG`mtqV5baEocV?B0I|d`JQ`@N(I%0u-)UB$MD53Bj|+=Zk{$V6nR!*e
z;?22#ibb|SIRkAkS=?pNu-(t|9!sV|E!spbm!5OG3G^mw5+|c-V6s?zfkU77i-`tV
zK}74N!Uo}@!I@^kgfA$_e!LKXxRJwM8XT;r?gD{0LfTxB)cdt6J|ws6aSq;1z>sm_
zW0Y=EOrMl{#t1ceVFXZAh%-WKlIF_7-qBS<DPm~9Y#ql+vL^TY$)`!sq;8gc3dNji
zmbLBa?=~7AsY@naUn`ERIu<&HeJ9RyfLD7{CkUV}Ghb_+yT#Uu7~*|>=~Do$nQ3SX
zM+pXQ{q?)tndV%3DxV~+2epE!HtE+%gP34lWnc7T9dD__CiU<55vVn?iO)(X;zigi
zR$7^JP?k-cYrn~7DLR)isqQx?7+fRq@a{Ko@adN|u+L5C2HNFtgjIhV?L2fS5c*E7
z(Ec<HXbkHuRpTa0#4ibaSnS6~JWx?nksgCL9^}K;{31Qrd{<kkTUiXc8TQ%8G`<|5
zIgP^!8bK~;@GG^_7V`!+3ySdeTAzfeKcN?^h9RQL@E-8oYV&KcjFd4H(D8Ln*Dn_Y
zglwBC#uvO3^f2mor6E|OkK|1IuHuX6+eS5ohwqp6+@_<+J5z|_N`u&38}LFxXc*Ku
zO-gATjpn|z9J(s!SGH<gDe=dL;dnA;#Oj0Z5;%}&Gm|u73#}!nV~dz^TAm5Vf%)~(
zce^i?1r36Yc!7nDt~G`(>V9aSW?k5S)U}kpe%gV1hXBLfq103z3aPOV*lrH7j|vM%
zN_<dWT9K)NFByl%kETbs_YT2nLD{kNc=f8X{prvO*21&m>!k_f%EvX=^q4?|#{odO
zD7~o<bPb*QR7lQ`h~bRxz^#;cdr0sy)TMbopZ**e$_t|p&Cj*AzUr|>g0%7Fk$Y`!
zU@qJeJ8z|G1qZw=C!FE1>M^B9tX-QW*h{Fr(gYn^{q5!SDcKcG8iiPS=S$ZYSaXU^
zSyg&?g$?`L#-OfFhwUAH@fk$QM-eJcKd&zSq^A3E7_j(bUmTDLrE#SQCA+Sz%Hr#5
zM4iID)sFj|bpOH@o_U0tpES{T*F4Vipa=BPER>w7c+@bHf7~Ufd3HgvVT(NLK(8g1
z7|@@epWjM_#4EH}x4b`3nl77ZxTkV&puzjcGQE!L+hu<*W+yWXy22aB^ioc8M6Sg|
z<<RqC@|fYIePx&Yeb>XgP%nccH<`H6!HeIVJbdBi<mKiazhz8^U_cnGXKF|;l_a)0
zA2(0r78RssxXbjQ60NMjq%vsvXrxRXq|D-G0w%`&`EV;m#B~0P_4gtW8eGmy(OTq+
z5^hF^7ac6GND>Avy!;mJv~=fqE`H<5igo5gl}sl491dRDlQTujZ@p<m$>mp4;wA5q
zzl-agpj>XIw`-R&gQ7-DyJ^o3jDH#7X5D&m$xdx#EAVWXkM(t}K34HQ-V@-QcZHK&
zj8wxT|1_rC_Lh;YesEmNBqJc2+J_8fL)JCVwN$xDVT<pGV#C046}L^#;C5lRjtAio
zf$^oH@zgnqndjxEKwD(;i&=S(tCs{Zc*ml8;*G&74bM%=uIH5cY;03nT=olMBYIYl
z<bjr^CstQJPjBZvJdM%y_PUFM<BdMMyrm<Q1wXi$x}+dv?c_4Os$}+fTZ!AHXQIhO
zIXimaPQht2Iq~TkN;14`_>I1F86Bogz=%RgheyQ6Z*`!dj^2k=bC4#cDzj9#)>t|X
zqO?fL#dP|IoFH2<?bi~|^!kd^u0__W6=#DPUItXiMCfy#;6opuC&pnzu|j&YDX(KM
ztap4z{79Fn&W$VUYTScG@^6u5<m`^;t%KJOSz>9-GUianHgh(0;#1|Hv$c@K?qpAn
zFGZ_WwJO}@-PKL<2gL4mD%c;%awc~X>2d70PVc@Zpo+Palgmx`4`Ru)*6+bHPc+D>
z)z(;bT>TWfL|11;gvV^9w%>Jg%N=)P&u#~W8N+tWDZ$@exZa{7y`gyf_S5ci()IKT
zkA1$;olwQ>bBbCLpL$+Fpq1Ozy8+TT?up)my#B;OsvSQm)mRqQ3#tIM^d-Z9c~mJ!
z7^xg@vsy4#O$3$*vqca$e@HXw+IxYJBqOUJD1)m*Z|??T_23vAnht;HR$X_}jTS+E
zEVQ6<TX%g8s@%MqTr1a=5Q4hEWYKX$IPc6AP4>!0ZqBb)EIaeYtSD-6CgIWXM&z)c
zobm~$5H#DZ`j_VgqlU`izqD4?Tca2JpRd;n>((sRBPz=$(8Zaw?6du^2e42>{oIBd
z>gDdaDo(JRnt|`gIPnr~=-fhUM|AUcx3)x+<8bVMrQNsOfJgH6u&VMuX_5_~LB<Ym
zZw(zYXQvZq0!_ZEM0Aih-_kIKP_DRJ0NKdjMn^rTt|y)w_;g~r#}9V=+4~ug-T9v5
zs}LaM3T`p*@&FDCW>#{ls^mv~Ax<#+?dbs2q8jpaa@n<<Obge(<YlUMOLj`X5sClI
zvZy^lH%VrL{y4nmVvhZ|?}`)m0t_q%-|M)_ZZB|7hjp=CRWb*+66p)F&T1&>ToCCT
zayYEhuIv)udRP$KO~AKTkoIGv4nOO+kTxjiaUP_&N~1G);S%Rkq_SQ)OW*$H;L~}I
zZ3G8lL^?wjN^wJ+qA6C6cbFj8=AVIu2Q3-GW-1SLP?dA;9r>(U4I9bh0foP9WUFeI
zuU0hgrqu(SOR%w8d9@g9M>1kQiQTWr1Wt!)<&S+5#xrEVy|IKbrqo^)G0){ezxWj&
z&h!*z$+)W>Wy1P+nAr$%Uc>~43R;I7vz-M_GifO&w-YiOvM8QpQ7sRd>xXX`@{TW{
zKOQ{Ie0qX+JQ*5mc^Hs^1QQoC8>iz*9pCFz_n7wt^Skbd0`8R?lyFIBvZex?UgR9Y
zEh6wr^4GP|)}-JB%bp>C#3U30?Fz^3s8C5IUSla%xj1B&tv}dQhzv91n#i`y8f9U0
zRIIG<i*Bo54r|2G=`B+LQ*+dI-HlOHu==MQk)~b(?MXK}wtn=8SOeWHvlP@sgegwq
znp&5ZK1|~6CYL`-B0}}NhHu_)+!tR+e$<bk@M*s?c1Wr}pHAKwHvYO3WdkL6yh#sR
zaF#{~l=Z=hKe8i^Hnb<sms?6KK-+D5y2wxZm1`@mArA+3sFtmhm7CIyI**Yenx%H!
z@@C&RPU{M@|LBEPhx`hra*$Eu(>q%cis+St3gS<FF$p8b>?7!OD8Ko_z25rmev!(W
zx5y``=B|mLyVbrercDe(V<e2t5+O~D>K6Y8nWTy~7b}S#iq4GHB=#qr4BkIP_d^-y
zDDd+`^4;dGVT`!;?@KaW6qa9Jzv)vyA&#|^#`EwcoENU%(L+KW1miGwXMRG0!j7Y*
zWME&<<Ltip^{2FAYCwZ8TPmV@d(d80C-_Y7#V^H1iixz5A!@l`shM3t{oV?9hKxTQ
z<D$lSr*_~e7Ad5+gnfcBBVNpLc}2+9B@lZATC*kFAb7XuA$e7^WH*YRm((T0`tB$*
z6S^S(E1_+EBJDv<XuT3)r*SN7z})W6md2I}@(_VBShc&zgwt-w$@iG=KUVm^qe@Xo
zx&!}lLG{o_)YA+J{VeIB-ebt+2Vb`K?F%(t(;HQ%oZL{SJQOoj2E>wo3{lyIp|}q$
z&+DhJLt=C>Case6(n5*&tk{Zp80h>b*54`w;nq8}tt|+;xDh%;204ZJ(Ny#MXPUmn
zFNif-()8{~`olQo4r0uw@M&*FVV2LkVYg#Vy!bx<P?%BL{4@`l5IZaC$(KCIu}t&|
z|DIF!X&K-7{dW&(zMNbRWEOE<tpmYDn$T1mI(jLFz4Xyo)U$cq_E9}%@?2&m=kw8=
z3tI5+Un8ewLB63d92;t*Li{{Nk+M|hN|oT~#=}B5oC@o@l+7k-trPaLK1Eqzu1$ES
zT>`CFV$+Bf>=Uu$BzZ#PxXL1T91t3>ay5NgZG8MDW~-8%-jW>T8EX5M`o+)7(tk1s
zVaei|{XhLa*)=i}keFqF$MwP-eZIHg1LWcBz2|n24-w6xZB7uXE?xa#$dCl?sIl0F
z>pPoji@_TJvzXC>`T0pD21V$)N+!huFi9NJ6}~G?fTWVLO7~@67nIHgUElW*WI1KE
zE1ifm27fTYDV^f=RNzOpe^vu}`Y;L-#_Pxynk(YT(W!B;GbiOE_&AmDkbv3tN&WB-
zhxHBIAf3qO?qB`r8}BwMWGB@Hx%S_U+b`Fz_Cg9kL=$n;?Y#j9KXwkM>+2~)qWmE-
z*?ef3bVcB7ipmg<DHGB)q7Lo=QkX)!7W$Nw3~PM#@G4FijcmXTF5|*RvkrY&1vVQ|
z7yJ5zKNl|KSoRpZu~(Api7FGzRlk9%-mnD%UvSr#O4uB^K}(8bA-9<eti8_;Coaq4
z<7&WOKLe&&U*y=Gr_!|8`9r<R=9E5Q5AR4@gNJRp>1jNk56BOl<FIvV*LSL6_h7qo
z*wc3L@is2hZ%EEDM0YtbMQvJM|D69TOU7j2JKW9Wa|Ye4;#t)%^6V6)rfQ)f2;Z*`
znYLa+5HRGXMC4O1E85os$cHTu5O<hKqqU$Mt{w!h4P!J$d6sXn;6aQ(gH+I`@pQ3^
zvqAj3qF;xul8?3bYe}4uN>T2hGI=<Qw}f-Ouc5@w8bd_n4uk6e6NzG|?wd8`zpvR&
z&@=YS@f{l=q|^C=rYI>7Y?>76U|L(WP}#amNl(<x(=}a*7JM%n+-pwEjA}wdNZo^q
z)uldLR7|rF8w7{lTlqre`B(@;PtShJHd@rBW-Qi7)%DQy0vO77RV~D0o|XlF>DY%u
z;{3zG!9L=u2$(nHspLSwO~3eMx%XZw?H-*n!`+wor5D@ab}QKUxp%mY#QJrxWu=tR
zzXpB~5<(h3y!`j%p}G|vQ?f}B)m_W1MN0v1fM`jvR}6<C3_KGh)&+U|nyUU8e^zNa
ziZyK%4YUGwqCG61e!zCUK^WU9`nHgxfDoobvh19!j-S9g6cr0$KLV_=jgh01gR#E#
zU((jV0s)qjjhTp%=r5^B#HdLG0I+Bi5dk!bm{^&B1QVww5ep;h|K<ZM&B_R@$jr?C
zK{5fEF*5`Hl58I&=U<WoNV5FB%FOiN0?dD_{c{!AAR8Me5rBz<2*Alo#KsKxmkodw
zSb_a-DHb5f%FOY>k%b*d0{$UCI?K)oY@6lZUs?Yt_-_eTVDkVrCL$IV=8w8;%)nDt
zMj{qq1>pDJOCRhw*@)Pfn20!-n2Fdq|6XPXmIPk<D8UY7$<72IVrOCfIOPP&$-?@V
z9Vf653$PvwBir9!fQ_;LCD|B(vT`so1AEH|Z0JL>j}Egj0viKxd`QIhp)LU1hwj;!
zSb%c=m57b$znWuX0&-(z{7@p>hvoo49kDP1h*$vZA8P-Pj@X!i9RJY~8#7QFtbfOX
z4FF^VU}p!4{kPe_+GFAPw+;)iATu+|M?K)@@2In|0Y`-8Zzq{p*n!Qluzd*2#QGr!
z;BViUSXqEH6X!>lfi$qs|Dpd13t;;&0w%VPrkL42T4iGU&>=I^-}3CN!14g*zcj~3
zp8-sN`Evk(JlQxuw8_N52JF|r*ExX_u(14Nk&M8)|Io}pBmL+*aEP>t{!g0*{Qou$
zECM|Fe;xm8`~E*$VEMNN9v%iUb1Nrf2L>@KeJ5iPV?$dbV+I*x8&fAUpd~Z$@gcze
z>vZ4K1C^ztw;AEvA5?caJg}x(!vkVqAwqljYDY6w9QBqvRWziOhy8pyLeCQGX_*o_
zpRESoPC16G+D2TIm#UYd_v0?KN1}|CS<c;?Sepz9&y`eSCrhbr5<kBj90=o&y==d}
zE;rwlbLsr*`!VM2zEfv?eo9XNh45UO<<B}=IduuD$5Y+9M{CF2ovy2k^2oMXlTje|
zvw$wrT|>`O6*is68v43U{ex=9{??UC1wN`TXWS4&V9R{)Dr@lZ?k~~P4suPa*M<l!
zWtmejRWCel*LLOgH8}hLWKS3=f2nXO(41z`=J42ePL|D#UuoTSxFQrp$h0CDvDi7E
zz6os+XQnfwUC}g#a%fg>9FB`^^K#fD%4yvagU1z-A>Mq$wonM#oc)2euuP1CH-!^>
zItADUD@OOD{ybr)%;4L&m_3u2UT?PcOIe6lNUByUZ>#T5B^n>Sr~$PC4<!}7SeBv_
z-3f6FSiNrf5KP(;goa<mS0;7ps<(jbUsNU%mmOPZurM^oMAryl4kuWpsXv{g=AS5=
zSoh?z*u@QPWSh|Ib?k?E#Vwc31w+fGS$@L?UlFfo;gjarpCkmR1x0@*z{~$kP8xrI
zsLp^en!$)m63m^?GH+Owln5#Nt^GHaGEo7#+S(H+iO#)S))@{kn-?|LB*u|Ot1KG9
z;U|=k-WUdB3Ch-O>MF7$JW$|<yVyi+)w84LiPI%#!r*B+HKhxW_imA)!K%Tb!AlV#
zEjwtu{Sw`sSYuEN2{~Q8_bE|;N=9|ATH{H84<)405m&dTin0GzB@4}Wd-c^lJ7CVN
zyb``)L;vnH<jndv!C_n3oeh%j@0-Z56Y}a!Z=t0O&T8o1?;sUu8*KlVX@T{BXW-0?
z0H*&~I}^}n8QB2L|I^}6wPEzo_U?QDHQWG?jWi?FK?-RUArur8=uhD4L@-?foI)&H
zF(P0;lm$QqizPJCaqARLmfY{A=Sy%c(W5mq>gwui=jRFD=iTe-36wM~E#XdIHvX8H
z)-*`tgygv`U5v4BT&=Tjuy$Oef<S=~7;&jhuU6^3RTPZYgZNkyb_V>uNz>G@)wQEU
zTCMlOI_`WS59eO@I;~dqTWSBanLcvh>NNh^*EaD6-KgpfeyR4}y@zkD+h{R^=o?1>
z^3)K{U2I9%co-QD!f_j%Ig^U%?99972-~?U2J$*$IdQhe?4j`!YEvDa6mmhQa!eN|
zQw{NQ1stT+>ou`vJj1cynHx0I15W^D;&`nYqV;p<?Wv&Kea(22-D}v;yo>J!FI448
z4uaRgIef*F26*Qzm@lq7Tj|M}$De6-Td~&?M$cDBC%ZPwzTmy`o<A_S<7@SfYc00p
z;@SWZu>1onofXYC(<%K;xfZZa`-`SF?glI$vWnizKTNGYiWf~M6epA$(5peeLH4id
z(;95xIv}|jd3kp`_FkMd9qu=x=XLo5?cWgM8`4kwXL$HuW^goj{=`s%Pwlj~Q1M<W
zU1X(oC*d{CG)wWI+9GuNOJT`75P0KvHq&?x>F>%Yzz@mCguj5@8aA!LyGNJ@Td4Vc
zbCo7pw<kKZTIIWqz0;js$nj`*NB2fNkwhR&aE5wh-~@SdL6LsIKRbgXhJL$5ex1+N
zd@>~~96x}1gm}7=KNN9Sn7n!ri*u(<b!Xw$!@dYGX8eR=B21df$5JviDxw%|BH2qP
zG~;J7{?(|E^woTlGyU2?G8r;F7$th4r+iCp1S@jt@836yZC7C87jH&;`JI**@1g-q
z&?dN&cvZt5`;Bh|BtNkTcTSD>&DEk!exBP>F`%dbJVABdf9p_3dBf6exo&Z<Lr5F+
zSZ)pSE2cUJ4hxUQ{|;&*j+$EySoyhg!;sxx1GV-PoS+(LehjcsT|>Zn$KE5hFT;^*
zS=c`O!)Uz`HQ~SLv84^qPstf=AUQa2yN6idf1YdZ4*SY6%MX{ehc=o!*jBEEz`(&2
zZKG&|ynOXs>mXgKRc2LNa;Y&|!x!#Qiu~~K^F}iXHB0w}ebN@azw3HScfhl|IXf-C
z-|#K=d$+~yK<oSqbAlVo>E~gOi2g&L(4yBYD(&CTDNHzCBCp=RGz~iV#d5P)R#~Ty
zuyUE6v$F3;cl-nuj;E~n+e5MG^Hu{2hz)EdwmM9x6aq1;Y+L!5?`w9{`VdP}{@m$_
zc(6X1+w=%-`zUEYXCd4VJR4Vv==$v&+)3HIP*#@-4<rRt&^(Ye+qa+*rl_^J@UQmr
zhZ*+wn2{`OC03LO!+V+=@oi1tUO%zNs}8{{BRwQv^D<YtoOw5fveRtL$Q1wCqByS~
z{Qf>LJP}|zDN;TloFvw5T<m$4ieNtyZ+bL5p^*7h;p8)TWB)*-YXEuYmHg$+bC2MI
z$=mmsOKcz+daw4r1Kcy2+#4=Rvq9u}B4L>Kx#WWxjdZEvIWmLtj`@NUSu6TbMML#M
z&x7c&)7a#-qFN%Jd?Qs{6wO`npBe`w>@6p}k=&_-ZQc~0A~87BJ7M;>!9|YE4&ohb
z#wjcz)FyAWM${BG>8Gm&(^lN9lP@f>Cs*^XrAD4_i_=Cg6nq0e{q0dMg5!fKIz@VR
z7{4LrmSX+!AqAj&p$&U9UfVWaNBr>~{ewAH)lZ4@%>C8dPnafRqpL@hS~Nn*MsnO7
zEOJWRAHLMe{4p29zP44m5v3?}(SpQ}^9z3#7F-H@XkS-{1v5yK6)tu+WZ7V(855Wq
zC!uM6j0L^HH#Mb9Bh}whBVLETuKvR%+s;{|@%m0f4kjWYXQd@L*lRSAvp=(-aXf4F
zJ*DPXiGBxX2oWeYQd6TT3qgpM>{cHJbIOXQq8-?AQuFe7Uy9Ep#jmq;H_CX&><6M=
z;k8bY^Cn_M?>MbyD{9z}B2{}!%cg!x&$=1la)U%gOJZS~^N7in?OKLQNao{iQ&*%{
z9Wk$m@0xx#9(=3?YlNL6gPtyQYet&Opkq)^W?;&|RvZ&8MuReW6i^X>l;i}1WTXnd
zf-n}bF<6DC*yGpJUxhW<1F!UhXu>ZY#Me`NgOKaj))PNBSp`Sj)v=>_55Tjde)rX~
zBb@+8av;2ZAR=rXgu^0)Y8o5>=s>#-Z&W=!#=GW(Tp0|C6ZnGdqUyC?BgQl8zy=QM
z=0seDZi?$5iVm+Z!i2@D3V^tg?<jx$)e7+wyCO(omvwL>fSM86jsChr06(5IYxt2R
zIiQt*CZ4~?sYr+qoPyL=&yzxlwxWl6@EtnxtG_3Pj36JbMJ&4@{x#9{f*zubFkjM@
z+t-R#*fB<JHwX<q$ZM7U17ZJb=31t95EBx9bex2wY<v@9UFe!v2B9|+Px#ar1`|)1
zPq7SvoWmFT*rTHBelM<-c>C1vP#KdyURe6&gP(?Nv%{}!%!J#)o+|Xo=>*!tuIB7$
zt^s<n*R*Oq-;q3J+(6x9-%-W``UV%6*P)~nbUV5F7kZd?O^JO7*g73{adQ-(IMWdd
zsVBMyww(4%?GSekgfOpV2Yq1Ea&Vt8`X~Goh6OnYRjB#>$|`Z5*f@lrn5;}+z|{Ob
zp>Ba&o3{<u*b(ovY|89r3B18;eexOvcALFa)f+mgQ+@D(@lA5k_eF6qD@eXaY&WTU
zX;{$?+f&O8<x8+*%tfGMtS)F;{6&u`)<rP=V1>vVZzJruus7>9_@z1r;S=j%2izY$
z-0O)hm)(VKh+))Aw?)4fuKtSPjA7SJ$ld6k$V#{;*+D}8v@O)(+)Ic?=qJoAgWU!q
zpHDV{YlF7_yo0vlZ;Y#;St4)b{T=XG3IsnY7~hl|;hz>_d~nYLMq)Sm9vAd0u8BOs
z%fGfmxB|S9Zb>^ZpTO-1wL)LK8)2W=w=9f7gd&hSS%=xTKo^5wGzTw&p|%_cJH{S`
z?dY$Ax43ryY`O176LlaF1mebfY%%p;J=r<k;WxrOq1pkiFS;>f2nD>^J&|k#-@N*>
z0yGmUdKB$&uM4+acKHRoF<(BP19j&q*@WsH@M3vM=ZXCky;U;k1E#Ck4ht3Q1K|zp
zO7f1qGts3zoV0ati2zJR{sz~GI}qGq^a9bS+63+$_~P=&x*Gh#ZpVMU(aj$FPI$et
z>H1md%>zr|jpSN$3+a-6592!wfyf)Pr{)t_YxiTx<>%`Ktas8=RhuAwrZ+C0A1@P^
zMGmMh5KobpkUUW@vb*e^nwOuh8?gC5Z77!qcQC&p;t9Nc+41qepv?;I==nLg;a?c@
z4xXt}9{7O$PWb}z)Dd&xkF<%s`)=~We@VJmV~3R~>K$;Edx^TM&rzg>0Q-W*skZ@t
zZ7U;(f62qpd-vK*mH(Yd;`avTm0;kkU;kmQAQ%QGQUKz2w!9q8&}1TLA{eevD-FSL
ziC(Pa$)hDcE&Px;Py`hyF0}wL2C*NC`8iqRM8{4fI(JH}-}Rm+73G0hn&kxeW1$2m
zPef#!_;enIWP)yW=uE`|)QF>EY!U*LGKR76X^-v}DXQj<6wwM|aq`H96fj;HOFl2c
zUGij2^N(rz#)oT!e9waKE(-i9DZ0o{lrNjl$7b~F6TQx88l67{?6`puXIviNx5QmF
zN`K<z)}1&CGBVi;X8gn;9fq*DPjNc&K`jt!)+%WxBcDf8#(RR|BQqBT&`7Bh#|-*6
zVw@;Pq%ry_=SyxO%v=gPS)Zx$Lx>CQq!pNgEcvGMP_cqQ=1s80sfdd{Rm)ABY6w#9
z;8+aD8HxDM`7Jm2-8s^H%h&h&yr5TDqH2%8`aM<@U6QSb^)MF`0)4@37<r-hm@kEz
zv|RFziwl`dY)K;4rtyIMon3M?#Io{yNaAwKc9M7pM-q37;@MOHEyW(;#B4gBnY4Ur
z8%F3>R?NR*mYUy0%iloFq(7!hq9nTbd~rWddeFWt@o^{2@>C*~UYPMAc;Njruf4s3
zS<MRFBW~Qek=syrKyUNUb`W|3{K)la(1pCC@&UUsNs-@nk$C==yJ}X%lCyZ^p{%-X
zMO!#agZmcnIOS6XY9x(f73>CziO>s-yfo!g;&uoSVp{&7N?N1{+c<8un>dE<42b|z
zq0-Odz;x{J3-EATC3tE1RH4+cGa?AnM7Y&mtffLm-K@{E5EP>JvfG*lA&p{#0hZgH
z;90k7OpRhU!vU6y90=9@4^;hnjJ<6S5fr1lXp+*QmLku!i4n3oLUv>)<Zg|czTlEI
z#?bpumyapbF4KVqWPJ{c*8d6@XD9m%R=anEyg)XJ5dKXHnN-#lpU}yw{E1Z7T}8NP
z5Yj%<56c-stj&xlO=Z%m^hc1hVSwfBY&-%apoc}wVxwTt9SvC-2V;=#L=<}<;a89)
z8HO^+5}I0tFu!`Ijj)m*8a3vfeY3oY6enQ`%18<_u}TPO7>>9_!Li6B%qm$}BUqa8
z_H&37hDD569-Rr9THqiEyTSzYw~B1#T*FS*W_UB<uTWo)6tH)GMp)K<XKD-@8_IL@
zWRvqRz2XhiPr(*8ajbP4Ag4!O5D7w_)eiebH*=jpg$p#;#?>zkK!c@Y$Oy)z#^tT@
zqY_h~YnbutAU={yOroQMS;%7$Xt_|ckE9O7jo3>48Fu>vF+ANOFv#+=R4;ItG_**i
zaLSo9%-AqwkhMrHcT%9sk&zcd;1?=G3A$OCZ{l+sgD6a}%VU9>%42_H*u=5V1KNf$
zsi<M2iJHW?uVtyygN)b=Fg?W-K1HZ)DDh5eZ(nAkl2jEjD!JKJ5$e=5Z)sz{5p!SL
z!zjk2io`C^Fy#mBC5=hINK?xM?Tq4$cI+BJkm5cBIg739dQ2I@#T_U~{Vw>0@+~Nj
zTV1D`QTx8J{~J;Ne2~N?(DPy;7kZ)adsqq0r)!iQotdBov_;s>HTz`ULzn7)m^fCN
zsojuk^(4+miqTGD^@~*4I>MLdND2Fiz#)EvCklmMm=vJ+VJX1|LD5T!U6lJ%#J@lb
zWyc8^c{yaLlmEwZB^sni>%d$|4n?+cQVOJv{nLLjTEj0Sj~39`A(VW^&X#EI%jp6N
z{f1pRVz-srJ21U{<n&`d0cN4n9>*y10%jpu*1iWV9KFj>L=B@+%%HJfPXH({e8E;f
z>pGro6j0()q6~3F1vYmB@NW@$YMca^|B<*duTAF&Zc>>F1wM=cfm4dw0O*=K{!wK)
zK6#QxtN~$GpBIutzp3hBkOP)#gGTrDrYaHRgMvv|jeidH?_1E#wwIM=DN_HiBpWg@
z@(34Yn-Xs9@8m%sO9Pu><60`}u@T0IOm$F?nDJs(3?ha658@tLsTCs-=LX6Vl?#6L
zADh-=$)l2iVwDJAG8i|2f&q%XDRzv{Q^hTVBHn==a0JMX+?AzcLW3fRvya4JfLtgt
z#h;eoW&=VIokW!!n`W&Wu0b%2fl$<l#`c&=YFW-6?UEV6IYvxy-V*aC+LwR)mVBZR
zINqEDF9?#Z)vZSQ1HP6#prMGX{i<lf@d~|_1^+@VS=E}aQnLl6@YimkKfUJDOEg0m
z)#eamf8|$VX0-B0nA^@?QoA$Cp|73@3UP<$GND<Kjk5w%XZ{K(@Qa8QWsS3frJMRu
zBPp+GLH4s?m8kECFJ&lmJ$!F8<TGtAat4BQogK5r;iqjJJQKYdmSlJ!YDpqYhsF0v
z!TlZg<Ag74^0?TZWKrG#y`<4b3VT#(_&z@<VwiICtIrE&Iw^JtX+A-v2lU@YHzh3+
zP7x<vys->}VL}`Gvzf8|kjLhUII6K^61QwXpCFzffZ$vyz!eRaXLZ{P`3p<33f8mf
zUkJMmO<?f?-A^1s<7sD!076(#rp8y#$#1Ped^i#YrfWrmvvNT;*6<p7xb@PIxJ#$8
zohASTz^KW*-}L3zf&#0$=E+KoalSyK`F_Bx;Utry{|L#<y1~*Q+stNGvxYIn(kwa2
zHWL=Tlhz!SCd-}}ryOt&ramxKHsA!17)4dbl9-FAc11B{2x$3_A^!tr1Qs!;AZNil
zIP=AT&D2?1?J8QP(A*99MbS}Twm9~x-hAeM@uXWd4W2fgLbu<h95WIC(FO<;VXFS~
z%7HUI=ce2=v$3i%NhyicZ^mMkz-+Za1#S^0D|QXOLOwaVKuA|f9Pf$#?=0-2#rI#&
zKwUn9W9*m~5Vzlv?m^2(W19BVr{p`N%CsavAOivd4RhVk98D;uW7zcSDM7Zf?4?d5
z1j}}@UC3i&D;EZwQpDS57t#4#HE2@Hamd^Oi)>yFj=WFKM27m6gF@BRj3flPLsA3E
zvXCVOt41Mz9i;60hl5}}<4r9w0@v*@^1_s#7t}^sN*OiBs9^y~I?ZyyBe6gOv77?}
z!#@U+(j|fSYSQ^d0kSqnUgI=W+8F-(<i}!69?dy5$$g$Uk_D$waQ=~?k3)OBQ9o<|
zcTL1HbS;ILl58xGV*L|h@Q_g*7v3hLI)2X@7#J!TDvM^2UcwO%1(9)XA=#HGi){$>
z$btVvCyBKSv|gZ5B}~(*-P_VVcprL!7Y0JcR%$d0wi-eX32rZ|oB_+xDRXkV(F|;=
z7cvS^D*=`fvm+dMoTnb(Htt>?2JKFgddX2KsSZ|R%l?LpHDfG~rp6`8Dsi%Y$XCgu
zY{*7KR<-8CWBnX!lmO$!uz`<-Y8!+&5G{XW$ce!Lt;Dcyk^(7wEbbTMO_5-;mW?U~
zEq$r7X(y}LPbOo(t>pglWgvJ6_p<)t@|8*&#=6Xw?`GBD`4-VWG+Tpco~N!v7O!vW
zLzk1>^>dcS%~4R3xT+r!6&{AuMg`Rtvhb&gWxAYQs`WU~ee#X-jX&Hc)rr7ZV(Bmx
zL4+yJAORxmlAUaA=sGTtd@J=9;xNnPmwZI8Dw;G9OC$jBkw{!&3zOpD*h}i{{}>B9
z6VCSc2ov_D+8^~R$Q?w6V+#SRB5e^fdxnmzR#4t@M!aDmos9Scj0c=DCQxALa4RzY
zJ}&h%wv<aQD8`Iw^oU&L7ED|$dl-i4=RZ@Jt@;c<yeAsyJv(NLsF^`PK&?_gx+w+b
zjLJM!6+oEYxpJ>wBp%oM21ym?o)1@2shHLz|JPm|g4EHNW)5C<I{o=R5QR*#0_Z|O
zSgk3Rpc-+LM)P;Wc7^1ezyz90w6$D+K%QuUIQ^!JCLLn%3W7~|5AP~{cI&TJA)ptr
z(PxN5{C9pqH%9%hVlpP>bbUqdD4uH_h0KAWSg7fI9f!TEVdFljEKPZiMy#);8Pl3!
zZR1dZKHR;i1WV}!qh(|N-hEYtfSdX1kN$Fc{BQYHUwsY@ZEeGcaQrPtF}hhHQ`V0u
za{H`AwG3m*D1r-CEyDi#&$}H@ccV#wQ;E^2L%b*RG)yn63$AR^GG0AeAZHX#-oj5u
zE&E96v?f9dEmGs>^bUHLC?@O$v#aV}R;xGc>dXcaCV$G`%GZ1T^*5xT3%w<^#SwN0
zWkSg1RfzoMzl%zXX05P)%oW}gi42R$pZbUu0&$dvGI7&ZqWR|@Ih=Gi>k(X~QDO=o
z6N)ZQ{YMmGf`voqgmwYkQ_aZ4^zjV1q|aW#GpJ3@w5;BbkxesmCPp^IFM=RdFG{-l
zK2UQ(RaN6=mcGnG9~p3%{M$KwMaUz3%nCFdBQwJaGwP?2Vv-q~I=xE+yqN#m>3sak
z*hg51ll0HTBAi9qJZy@CV7fLv2^3xqs$NnAGYT#6s4&S!2Y6s`8>*L#gNV|pNDqTK
zy49xq>7BBLJT(}s<RaT5&3{v&C-a43`Y;D0_1V^0K)QL}k}{c*{8@$s6~zRm52V}b
zci=3;Vd$EkisG<ZK(P+V$;p;BlJFCplTCFTh^wj8tiVLtL3%aQZZd*E9a&qYYs~e+
z6{iOL8!jG=0PbrgGiD7S)MYrFk3$r~u*~HG`k?UpEDv-2=uYAJ>%>2xm5@n8W};!y
z%V-9YOouFhQD@$7nK3Q_k#m0^J-6#v;LO8ww1H%apE39DfrR0VzFu=l1c{!fWvRF|
z_(MyqE7o!qpfX~Gb0yTS8vi5i%A~@jCNbjCpuX!+;{xuKIW=IcO`saqO_wtfh_)L&
zG64)i{sXb)i@@0HW6tS|2elqd;X5FNBFM{o{iVU<FF4)0NRY}BJ<)F-!`d#+1hE6V
z9YihK_Z6?o-5~8JIk7n+>lNbVQ@UKm!U1^J%t?)DA-iR9);E4(pwG<5jT=G&eFn#1
zhoy)@=c_jBf2SUXi9CkRAvkNjnBB)|yN?@yEV_%K{9Vj{@kD(I+nYw)xj4}VE@Ue2
z=6gwvuhp_I877Q_gQNOQUCUD3PgG9`a<fXV$rD`JD7L<Br|MxnSDC>&Zig;&$0fmx
z?7QkBPGE?(QYsfry8vzSb0iU{qNVMR&~z&V^kaF!md5w1Mt^?FZk`?i2(~+SlLzX&
zoSA4VGn5Mcba)qpS$&8of2ZYM)N!0WG1ugeFr^ekv>hvUdLkP!Tj3}7y$|Y;q@8TI
zDa$Z$A_@XTvNVJRR6iF=$jpAkD-`h}NKkvd1fMG@b{nN-TTx+QwaQmle}GZh?P0(_
zaM|sY_N#xOZr~A*39)gmsf$(mQgJ9Iiy_Vb)YP&uBI9t-W7u}ohbaZ+TnUO_;XIoW
zadY>`Yo~I3|Ft4yfKdbS!lp{R^b*_2M>cr#q;}(MKn8WkywfkAx1>f@u)v<mV;vUQ
zSs6aRG2)4sgrwzy^Z~w2R?2+QKx;azY)U7{f}t~sUMr-2So~{E|4~(a7>`i1a&=@-
zjg2`loJ-YW@Y0%3JCLnn$d1D?itSj;`e(u}P*bRI0*y2$0X&R<%1+gn>yOjN=qvhA
z6}yXOVfv?q+V3HjEDU$>ra0z0=rG2dreOwQV50WAiL|uA4zjMNj9rP9ggv<w>j;5?
z1kn?!YS4iMx?4b}<Gk4)odE(9z4QSS5^#w&W^b>AD(+}H*7=`l+eE6D6&vnrNHUnS
zTXL44tJ#b!2)?{>1JsXfD1J0yaJnCS9E9he!MDk(q)IUgLj>*17iltSzF@M4M~5-s
zwZC5S25)d&|IGD4(#2`#@icxcxK!<N4Zc7M?nVlF2qr`#gyu*0W_$U0>A1BK;6v!m
z`I2;*wuRI!js{_--AGZKBS9BFGfCkRl9n8_^0h}dIfz%LXKrhyX9Id87>59wAI}?}
zl?Qw3((}=Ei$6eD7{N9ei8kz7<JOj*_h`$9P$kMP>`CH0RuTkuziaBZcn35QUoia|
zaT|$MPe&PD_?KM%RvnzD6=|MSzbwO~$G*G0$pod!k=*)413q*|wfy#gICanyeeiVu
zdTTp$nn$Pyz6S=Kff3-lX*ZZxEl(qlUdjC(uoqWJmsui&$gg;<ehqrim_b83yq<`<
zy-<$|?dc3Vl-CF^PTr6kV_D;_SG13FFH+v<9YGg+6Z;D{xQ~ucvM(6k+&%;y2_2tV
zwIaCqA~pC%bjKe~I&yu4-nCyrUwfX#1$Wm?%wII83&0RtT<iSbD{V5vXZf}JFBDrU
zH81th$GZ^8kT!;%j^39fz~+pw<?^4fU$~+rrw0{}-|qlQI44m3&webg0+snKC5~<b
z)%nsGK2}rR_llUcW46}jne47|mFD-Q{fZ`Rqscn_)>5)}yT!wy#`)x^V11&2O*X-6
zCUwaXkm@LRTz&`H)#Q`QJ4gxl0Z#dT_4PE(NVmU)Z6k!`2czZ6uJnc82rxzo37JEP
z7bpYZi;4ZGV$#<(pd*zN-V%NJohmsuHzvx|mILog(!kf=CW%dSdrzAcTnxL?evw3M
z*$%Buo+8=vz9oJ=fxvy%bWi=Z?mNW6z-XIMRg3}|K~bAJiIIx6$lNKLKE?#cUuC=x
zf>a$i8x#<ixZXY)m#<Af_9QC0rknsLG%o<S`QavGB$198mn`uvCdH+7L|DW#=`-ie
zoxY@~e-3whSAGl&(}vZcYj$+8f$N|YFbqDHbFJ+&+DEC2Sq#t85I`eg@u#{d^IkAP
zOG4KG>G977lxKQpPQ#A2JLwmL&{r=aOIj0KA0NxkjpdD*jTYS{N0Uxlq+6uqu~$tE
z#$bI(%>LyH9(QB!qPybrm^M>zcEELI*~qeRc|L86kf&sck1#{?W(D<E7SfKvsj@)z
zxN%%YQbuk@`S7sAu8LK{0KgSRt*LpE`$aI|hR|2fS=2S;f;bC2HM;Pp=e-%<)FCe@
z-PnCp`CCl6k)Uoi#LeUI`eY`ciZ4S}6uC0E^nH{8_Ldv}E$G+=V?O$~#$>}3;dGKg
zy<X`eG;mujsg8^_HQ)nF#J$`f3c)iQp9Pr63dtv@QJ=Ici7_D_OK60x(JiJJE?^<j
zrch2J<G+mv$g=hyo^_EdFOG&WDB&-nI6&=-jr@$8tFFoo7Y!AGYdQ$bHnk>GDQeD7
zVfmx^?2$T07E{_eT`rz2=jNtY%>S<G%!uBcMqTMjFkdpA_*UM2m(!j3!e?cE@~ZtL
znxn^#Vdt7{sm-p;GMaOp^i3Oi25b9({=(t{x|TtEij_3(^PGS0k(35X@2BQ#WhS*f
zA&1b@i|w008+bEuC?8r4Fh|_j;5-!UNPIwglY(-_%HhTKwIE#N5Ol&H&3RVw?kTVI
zue{2IZq}(Ru{PhvTkBtbos%RK)41K<i=!FBr!d#a-k?ZTQVOsW^f6Knk7yO&yp?x0
z3%Kg}^P_1^i%y6w^*C_GVbe{J8rSihf1#*hOv{FDtHT{0{c0)dZM7e?U-ReCTJy&P
z*cdKjiub?|;H{+P3Os?>DjR&Y9wo{s9H;C$Oid;>^ZD#QP(K7MMsbVQ?x8Sl@1VGv
zan#LDg}#h$hz_Suj@L0{X)1@dEv@>2xb{u^5xI&Egq4e*K0<aFxGjM53{0G)tne~|
zzBUtFfqzP&l`r3wVE1k&mK?bhGugT!gaJF%Z|B<YJYP6J@NF7O#f7qbxG7H4cHEhg
zEo_EJ!9~VUJck@LI_=ba@lq1NbhbUbI4Y1r)EPy7u_yk*i0eqn=;6B~>Ntp{#?Ed8
zJ4*gQ;b5z<ChCw>X<?^RUhJUS(MEphZG(<TWzRDrsVCm!$Q32rsxb%?OFLnY^a&P;
zC#V6hwO8=c{+xUd{}V}f2c^J4i}h2WY;fb|iL}mzn|9-_{KCu8JwFTs{r9RHBslMl
zBcE80SX3?_hVO9x6My>amI?L=dN1q!`oQ^dKc8E@X&j7Ma|W{KG*ww!Y#~_J1=f27
z{`tPb8n~dOOA0;4%>hiMdfweq&)@nQyb^e3wpQO*Z6}>pVFw7hvv109b8gB|$XHye
zF)`Un1yG=8RyDRVHa6EbJI@XO4y0v@Npo~*K2FbYmkBPHJM0}s<8f5i5iIdBA5-v#
zf%GxI;to&f>;6%19=Kt>qm%kR?rGdE5P?*`A7P6>u;+?VyXU%ZmnmnPQ8?4J#C7Ie
zFXwsT>fk(SUW2~eZjK7P)84s){Cwrnnx45bafYk5{_WdTyRO1zoxWN%bFVfs%@GlS
zRx=5i4)Tw2blMh3j`NzeByBI&QTzph;y(8^KzR%AtT=i)oyVjBA^T=v)0$?3O<Bli
z)hg$ed)P&lDtZS^&~Jp*HYI8`)?@Q!c-&>0eyT)@-~7PpZB12_7gbVcCeO0nJn_f&
zah)X{pI_RF!>=<PHi)30RcS6vgVqMbs)O(ug4&XQB8jK_Pa@JHv!4eAZ~w6Mr`>W-
z_HUQgvxclH)N6zzy?>gFq;fJHwyV)6=84^`2Qdad?IU)%IWOGQfPdg=l}=wlAtd(1
z-Jj4LrmZBrdT%@QP5;BOpYuF+c(%Hc9UGlB`q&s&(G)ldYuZI2v*u9CN}g}ad#cxj
zEX>8>P8u@oqet3LTKq!{nB0XnS%m*MBXFO2ksxv!`fRJGS-w-IcC0JLv>T%l`sUA#
z9o#CY>kfc7l5<R9WP=v3(_W2Q=EqPahZ^&E@eRj~6JC`5O}2$WUtX~SJ|b)DPANeJ
z`g^kCUDvUH6r>3Bz5l)cc+jzb2M_e_zL5>XTc`IWb*<cQ>J*g&YT7iewsvo>H`z1|
z6&xyz{OafD=4HH!0s7F}iwO~=11bkb#p=qy2Puek*qSCgPxU$KX`Y_t`X^RamnM!1
zIcA5TT>i}l0&VY+F!Tm@`LfDSt>^?574?-x_L=6g3-PJZ%IM3K`*UcG%jlo^Ty{bA
zFJg)K@R3I1RU1)2@dbZWXQy?<!b!QG_qXG`j-eddAa{(zOwKyp7HZw)z>X(b>N=T8
zMM@W;=HdN5UEa0~mmcTyAU)XM;5t59YqSUETA@RgY6Ne-Nfyzaq+26`WxsSs<{-#E
z(wh;CSCSP16T(jkmb*K9L&u4zV|*c+2P42q@PTd}hyOw+?=xw$qNSvCwqDAxW)gp0
zufNWY-@RV{{CWS&@D!%}exYo}*uq@Y0j~}1MAJZSoA<Mo{_^Y)k8!c`rp-muOKtV^
zp2x)L+KRfyaufSYgzIp1zoa#&e7ka%VoR<5v{1)_=}cN0gO|fZpuA31_TKe{ZYx|x
ztJ};%L&o-KO`X+?%)mfLl~*F=0NX{WHxB7GR<!Npl)hhgw(@F(v)JcLVrP<FgD8Bf
z&Ek_{d}kLKgIHnR{yEOZKRp#H4w$Yms%?zn077EylBL~H?32aXZ235fA5~@mW%3h|
z+y!UB*g64bDQ=_q2Qh0!;U3&NtvZcpL{1z$ggHfvf`#$@sy7MInZ{@LGq<a$y3v^R
z8+x^M?WqQ8J0~P|ulwyQMNFm9Mc$s1lqHsx2EBpnp*L(e+VP#3@A|6ruHGx!g>$t^
zZms9maedhgRvM_K7o0m0zmum^hBuxt8S`gy$T<WTPe(xu{U~}7goYZ&>go{4n`RpH
zC)72n+BhbNbo64?Qa6hFj0h~UjZ_I8cJ-!9@W&yCQ4@7k4hj`BqRAEjI@y-ljkQ+K
z-#uZ=(3+kz4s1EB`wOs}&<|$m7neAjTJ7b|d!zOxYo7Vms;|Q%=g!rw;lN8Q%J>@G
zj<?ro_^51oyuP)}wDnj}n`z;vH#g>}q4fR=iVA9KQJJ{Jyl|1hy12)6pk$q+(^5Cg
zch`(I{#G>OkAI>q%P9Vtotx9YYo`)!vsHivi-U8aFLY9AAplA7L5v<l41ehuan8WH
z|GMlanRw?nEiDb4&RtB-<ED$V*ErjYgz*&ma49+6mA<l_@?BT_wqrW4N7wW$=2xwA
z@L~vQMq8hfpI3dHq-u;!7DCxV9mZN9?-ulZm>`Wbu1XRr3oeG4sf9(ik!GSr&a-oK
z`YvJ)jH!-l3?y!tcIF8pMHPFE((TS~v*v9{4BFKd_CX%*ik3tjtyCKZ1X&lUZuib>
zU3j`H)iWa=6XS5M>bFlX2>=zV%=Jc(S3KRTKt!K*ZORm~A@1L9%hV<QqN{|nsgC-O
zjN+V)B5qmy#Q=T8`7S5VxFLfs6JK*1dq;EUvwPTYi|6A*zhh)p!qjm4Te+1i3#Gh@
z66cVLr_wd3Ng^BDGf_n+^dMkFa9h~LyFI@Ev2q1)vg#mycfDV{w4OeF`6eLxbbdci
zA5L4GsM}cSaS>K*?)67yjIXf0Qhy>HvE1uG-EDnOce!ow%+7l2f)?vhE4$ul3L+d+
zySli3Z)RiZ>B%4XPDJV#r|4V<^#G*1sHpod7!cO2DLwopT~>?wXq*<?Q~QU#Z>?0F
z=!Ove$6C8v4ilT+sU2pbws!^cyH{Dr_sHJ6PjCnNh8JJgcQ$6Rb3WggfsP_2%B)$L
zFQ0Zd8+Y;RukK%8znh+EX74r*15TE-wda6`vi96u^s%dIN7hV5$~o}mrH2R;7Sc$u
ziCFP!Bj6*Gmw4+-RMdzF7`ARba2+ds6g4Qh7lCR+@Ze7}qZ%z_F?bxf7k;1Bs(XV#
zw#aZ<mOV<EJxq+2Hm$}74W0jFX}-U&y<fe)xAA5oq<3m7Jr`K8t~L$XAU-G%^cLw{
zQ1As`>3x=V;f3iZqMM^zbO1@rgF=lUN2QU1j9D`?wD0;3<t|>DM3D7;SQRT0B53+t
zoY4CbnOym1fO7cwV4gsiFWsz2f8iYbDsh3>p2FOnT1$zeOKS8>(C`<P%DDPqf<ZbL
zST@T7&a~zmQo?3RrnS+<(x<7jrU(A8;stF(XJ~Qpa$bEy`YQ)iue(EKm2s5uxjE8c
zti&)hi%v%|--A|Ao?vkciMBK8OvWY|(M#5lbZC$Udp91L-wuv)`Zi&yz#R#7K-Y8q
zL46sotrn{9YLTp1Qo57Spm{~esN8fO@GTwm>1JX}!)AhldW|NR?y^?Txer`BT*ZGm
zuTdhrH|djc{%HGta+L`_wROB2=wX$xr@5bly4E`B`0LO6%Ae(C)UHG@xlGA;U)72l
zYsx5fIx@pGX@6gR>K~sF{nKK!;CAC~`V81Je0LEIxk7UF(U9QC(dc1%%cL!%YZq*A
zH$3i8o<F&7MB&=4*!n=c6OVTA2Ft(y>F9!9g>5|%-S!H>+>KMx{Pmlf8HfJ4AS1NQ
z#>337UK#@sR_jov&=HWR6MRIf5`_?tuPm+xSMwM|b)u{&UV1{ShAz6%!5zk36PViJ
z;zXRa;<X^8H?mxkxh=xnw21^CcpZ*H8m@90j%RxJ^)Pm_V`F`vCyu__ZlYZqsWh>u
zPJBQm`2Pb<K(fER4jcM^Nz%^K@zySg)4Rd9pJOkAe#_Tp@kPnbaI_@3Y?dk7NDu&~
z7OWgl72w_=*OuhcFb?Yn`ak7Cx8PA+_WQ0EP{yTr?Vhm&=paeTA#)f075kH8How<p
zhW`Upm~X#;CD7LZyYRKGN+x3Al1a*cQKFEX4hfq3dMWoZ;Akukc^DvN)fkK~LXRwy
z*-*eKO0w=oRrD90;bu(=Ov$P_?aQ}Z$;wdElT7dqv8*~`L8+<P+_u<t;|EQ4Ua~p{
z1J=M&h#!f#n!`gGZ^kdjoxH?|K0cVCal$8Gya+!BhMpo>EC!h~Y9^PFzac(?n4d)z
zY-_5F=u>tC{e~`K>Pmdeknpoz2~g3{ZDblqkh;W9<ZFZ-Va}pob)rtN%!)4M)z^Vi
z=C0Hqcco-hrn^!X|9))`z7L-PQg;|q=+jshNMT={KqqQFDbS&yNAa70)I;61Uch!i
zox;4KlOaJstv}M2_~p6;*q!^pH!raae_6w`7DyU%U_;Iq@+G{gl6qqMoB377Zlws!
z$~$TNnJ1sRaQ4=jsHL!dtibhFQ1I`)%?f`#yGk$&Z6R%flfnm{tbOd$kKM72EN&f6
z>nmIZF(Fpqxz%$5XJh#nP<SW+m@8NaRH-1yA+ea2CAF#me4qsIRFWpnPLS|-YtzK)
zAm)qREmM3gIdtlwk3Mi$=`+85C{{iV*S;364Yad^wK>K@vzK2xhF!Y0J;1CM`|Cc3
zE<W~|3ldlq?BT-Ni^QkUHvp;+>Zm?}oxJFSs78?aF79hDqDOTJV`rW~{=$&(Z<4@1
z(BGNMNL+YoeGNpHShMxs@BQS)_t(CUdC^zF`=^Z+QOm_4xMFbqnX~9`um^#}M|%=$
zU)U^h;qTVhKn#gt!(y_azyI)Ni(}oN1X2EvSQP&z79+0HCC;E3{0bm}wX|-0EC9wQ
z5HwihJza?qeg;Z(O6wBDr?6idxPqsj!A@fLcfI&oJkm$=4Dv77OYrHwjeh<t{*^wO
zKmuRBR08wrYoG2uUBK?w@s>8M@f-YX9~~fp&+8K6x_)FqU*qA;`mKE*{}yHk?`vIL
z|J*>nVOz&_T|&q8X^1QQNkYSX;QjdKpPbmRBkL0SPyYGZFwCkKK7n7vETDqN+ZHia
zuzF&MCO?m2&%^>X=;I{xalL52ocr7JkTjusts!*kq9<9s2Zrs7o?1b<0e_sLN|f-6
z<(sa*N;`Sx*pSDR8frO%SLCNojfXRKpCguQYQlhb>IZ++ai#}a@!cOjRBoL3#Eaj%
zX^j@+0WnnHva~b4`tXTaXK>O@*&<GRZo1$maY}p`Gg&xBU3t$Vd)j-N5uQX)h&n_D
zsUzht`NeuttUr&U;7vb{vk~yu=Qt3k3N(m?2CYEeS_k|CR1KX8M!WS1*rpd!y^`vL
zJd5l9K{NU@8PIh6uJlaITdS1h$d;9xX76Pbnd4-Id1~psN4JG@yLN0#IDL|x@`<r@
zCG2jF&uZBN`}ZZkfQfdO%1UuRZ(<xw-RfXSPc*^uT2QiyGHox;0+!|q@Xln&Y1jn!
z3>ihXwrQWK(MVJ}3BCfXY1>Q<q+a)NRkT_i34?deW!o0pRCWYx9r`q2EpW?nDQM+N
zy$-s!x^C&q;PrXPdvz1vY^%1>SP9x{4ryItUvlF9(fI@uK78A$iTist|3&lUwTClf
ziP`DtsHjQ~vrp7gm2l>8D|6`h$yR5goEdbxvYo{L77`=5V0d~c*0<fCt9t}S;;jzF
zL)%LW6|W+)J{R{<n&-kAPn_=iCjnS@r)_UYQ>hLYE_TQk-ISVHVC$C}5CiEYu(4ib
zvX_&=217>1L*jj2ciY^{FL%v`Zrk-w`7J$JcVrXb5l+K&>?cF>SrIpx@O3{mU+UcZ
z^HU$_Irm^RTATXGA9c3Rkd#{LME=kcY*pD%B*bm-+u-FKT?CHaNeU*)@vvERB-uc?
zi^RnrV|Rm`l1Kbs%KMcB9eD{<NfF7T1n5wp(QtMFYZ0o?ql~89yiN?OvQ7(!!HX;r
zMwf7zb%^!tH4kGKDEq|9yUMwi<{&MM$!}E)vCQ$+5l_0_Y`CzKtes6?bK+guz|cV2
zP6-aiB!pF4B%a_cijN~0J4dRM6C*{{&=bD~`vK51-DYy8SS+P^#JD;8qP{sQiaiaA
zb?&>M11jpZvjlqZ^#U3;nKr5Hgx!I$J$O~(Wxcjy|4WIQ>`qc-yo|lEcu-fIw%JX=
zVk^CSp)E3Yd}xa+rdk5-Loy{yB~w$N{Ms2x40&9&T1l`>D*?*pu(*f9XyU^kT>I52
z(FGGaU`(IE{s8?k5=6vvLC#A$FIXWH(XoZl>ZlUy4Lbq5bq#&Z-^lya(!|!~Wb0!`
zt!g?N77IsLm)p@`spUt1tj_E`J~D9p$iDG-p{CNTg@})A-8vx&_2EIM@!UOl8NC<D
zBH=cZ39}v|91$-tX&BBPpg|EjbxGHv3znHBFI6L^_ed~o0Y?Ast&1Gy9~hfoO0*un
z+Un25f<ocygS$F0MsV4jF`;R7+JsEG5v+4ERXTQPcSq|g7af|J9hEGeV3_yTydUNx
zf^R7AKiy@NW$ZOjM@rpF^BVSUSZQ(*g9%<dd-0!%5%e6gf{eB8Tltx$ry857&Qy2B
zc9ALQ1OcQ4GMGhPy2wmVS1Qmr@TEts4ztl4g6|GEa@7%skq9GIgRT)P_qrXU-GN;(
z^bgr&1Z;PVQU%d%*2hu$j7=j*lPIzdx1=gmC{;*DEw1@Jdm}N`%+Ib~JJ3sLj)0?f
z&CWLG%ZMd5DVl6mPh+qw@P3bzDiK!JPSN#|x`o66k@dLHbGH0Y+ZSKV#G<U^^?59^
zU$ppKqF-YAc@9N!-WQcp+Xnc7tAdOZ<4iWeW-SahWzJbF<OEwX?js1w6tA^?I)Z;j
z{3ZG<;IsSMes?44*iyl-nBG^J-nVbMf=3TW3G3dy4r!`fo*I4;<Nyg-M2Tmt$wSat
z{JOIgbvR29MhGaH%kjNA9)wjNW<w_m>&+4b^PNEpUiar!y;mhCaV#=rr%8sf5JJ$&
zgd-tF-nz1?`7}b9J#cLWVr-Y(G^?`pW4k*JPaa^b$pB+_V{ky=10IPgnPr>Vr8r5G
z#YAEjI8`r`l9l#GGww_=YY+Psb5KYQbzI)4O#4;AFIhJtEqG&6bmstH+Mk3-6BdWf
zS{fd9apC2tP%eZlEJrHiv(sK{^g!O@x08BqT{~&I5+Hs8IoJ-5wTB!_3Vw9)u(Ejg
z@S=jpuWc9NnUO<>MlyJXa7YUkh<X^AK(S|~-PYs%R^SyKbpWmbwjQmUa4+$f!`&>2
zZ%WnO$^#LG&I`j@x)gmlAlih#i3(3h0Dqb$_%8lpV{$%*(he6JyXvMpoBM8?^6~zJ
zta`lZ>6JqErt7a%?f$Gf8OU)q<ubcqHsgeuw1^^aY=bYBai{WmN2tFIa!_Ikv(2ou
zM@JN2Iqu3#?M@HuTbhen$B$L=GX=L0%6cL@b}q-BEFCD|Z{86zCEDDh6Ql0+ErE;`
z<`Mj_L8htdndV9C4Zzkd&td361f&{+)xt>8Wonnm9NVkQAQ+Hok{tRY#D+{E<88aM
zI%;Ea9v@XIk$i-wo=1^3%{BZDtdY}fkX$|EU?sqxUcFE(o(Dt`#EzblN^lR2Q=s0|
z9_(3f)Bsa)FLc1mZpkv@#$3|5BcX3H@gO5chPUSvhpsvh{dBS@mDreg)aNH1eytdW
z5kkg&rG0Y^-W6s_l%Hqa+{4XB&YT$+3Ij#Wr9@NwX|vsAs}H8N#-#sra<$Iq_eI?{
z3(JstB)A03?n}7C^Ikr@E8vbgN;e-K6$7bU))|_e9#wj%d`U-T2AOU<oOOO$hh@B`
z^kHGRVgE2TJOyy6U4l#LQeblL6d7Ym(?<sU)%nh#A*`IkatSyB_m{svHjYG6vu{Gj
z*9n}~y$WE1`+--rjT(ms^ga=r9oB0crgs~k)X$%rNU_b}HCw_fdeQ|q0t;Ldp-|*3
zSMV3GLJ*LL6_6E*4#-7w=Zm@0B`~cs@M;;4#md!^ipypJfV07CaBmNqBdgKZEQ;)K
z$cklYs3qHv(kSJtmyWtnlC0l;$E}q&`$@bxp`IoghqZ3yX)?YYd)(!--6#4Zg~&Z?
zgi>%NcTHwDI*4u|G19fL+GZL(6P0ej7{(3R`Ylzl2o2@?R_5NZna~B^xt)UjmH&X5
zYCCwk+ckPXhgAn$)$S!T5%A@xIk-3)uS$9+#TcE`3YzPk8g$zy?ed+XS=)FrW-zf2
zB|FuE;+xyEn%|<AK-q0MrjB(6ofah!m7H#ANgm4hc5WNAx?&2QEEXI`NM|A}M?IWT
z+JHHX;I=aX)k)J|W1Ye3c*L2{#H=i5M)mpB!iBr=qrj30q|&yxOi_F=1HOFYjL%WF
z152KjqNcH4p(+;jxmAyAffCiVNrR1%B)zFKGAuKuwwrCcB|0)R;Nk~%ccKShLLFZ;
zM-Lr25Z-<7{-Ka9-Do=*x834WBO)-85+#|r)X;YmVj}8~Y~O#);GV+;Ymn1IF8{#9
z!uI&;$8VT(THUNw_3$(;4V3cYrG^{R7Tkj$2C=%(<)gRb804da@eLE36ZpSiG5qGP
z#P#?`^oi2Ix&)5GHSm*Ni3jyHu)*Z|#KzRrC3YJU#P<w|R<0+pb_V|m{yrdalQH$d
z{sH$wiFyAfJ^rb$#~Jhw@%LRuk8ApRoO!bzYs*9ePO$J>x=;DGk(uTvdh8plQ6@fw
z6cDv-DUfl+Z!6eTxbXtqc!QI`;6!zH4Eia3GlP9k4rX!9ti{R$I<<&mzZ`q~vyYGE
z@4Vx9!0oj<1nR;!dQ=(HOk-ExTru4^5sOn(H-2mxjpM)YjZTjHgZr;OmW_2%E|39S
zeRihp*}F$84u*CnuW8v5l~x2E9$fqsz~yWInHt}Dsm5#dp2q028#JE1`QdHvMB`+o
z9eQ^U<5{5b1QKgoJ(M<HsA|r_80FS82B&9?q7h#k@<j}`Z1_gKA+a-S@bs@sv&}sV
zyDi)|ok5?+&d4?fqwEU5R_WXE?a=V<is=OJ5$Jj9(4$|uGP651I(p`FpBc+<pPNgT
zrd4k;5)udbV8$yXMMBBs2mF_qRkH{l&9~!D+raojLWuH@`6i|&Re!THof=q*h09_7
zbZ>vY0jwSCT05#++p+v7T5B}*BZjpK)3x@czO^$Otv&pSuN=^=ed3QlGgerfn@yEw
zeEFG}VQZRydt1vB3z}~0IIuM^+?j&5w&zZF_Z9s-sCjP0`J7cTIhYMIes~g5SU1L~
zV1S{65@zn}=~<8+SJM{%VBtt+w66iq%Tew=r<SV5PF?uy|L8sG%fvDgg_uTgUhwc%
zF&rcuI;JKAQytXT;Owf~GnhBj8+a(vcNFx&WP`QFf7(;z=i{rmg=VY_iJ43$m)Faf
zGs&In3i+Qboci>ieD0Gi)@d?PM7M&h{T2QrpcAZxbS;@6ihePrL}07KAyq*C5(I25
z^+ALll%?~%gO9L5b2s)c`h?BsUvyP<J@LQt=O`;-qs>l6+jq?^oxQhC`lL`&RIN^q
z(#H0c3)dZ6@$X(GXqurZ95!<@sVbg^>MV)wa>`TOdN4P5)$aL_HC(GUVwI&qRnhV?
z{<SBok3RLMpS;Z<iHo3pfc*9!v70gYn;e>;B63b7L{ZI<?IJgT4j|O?7k_$|bxu)E
zPJ2P09OhpC+u|#!qQPo)LJRVZ4zCPrpAgfBQ@WX#R{dep7<|J&D8_nNZ?%x*C`pYg
zt?x!>2Qte6i`{NdyJmXZGr@Uep0oxN`RY(0HY%DdBqiBVtC^)Zugs#+t)0}`HI%G4
zi?So6DDM8w*#wu>-R`vV>XvaaE+%Kg2A4mJv*`E1HjN<dw#A9i9ztttBw%XixQf4m
zRa$V4^h}WEfZ^wW;haaZ17=#%jfR6b-EN%+L_szU>E&IPVIZ5qYn|!<0D4yIjVGi6
z(t7lc%YG+~sY9ihMQKmYgg-9_JuYsnyl3llSc)f-N|lxz3N-&7ImMU-TkO^qw-2Y&
z8CyCW-RT(_8*!V3kXISVMd_^s!?U;9<GG3&PAe9Ybh5hr0G*_7*HxNp%grgqZk(Zg
z2Y(!U9aO|Oy0!cN80Rq=WaHVT&gOe(Xy-3;>T?u-VZ#~P`OBXAyuN-WhWzZZr#?@w
zpNSzqyY$p&?F1oXr+}uv>Yja}SPV*(^y-e_7tgN!DfW5nLEy7KWDXf@b6e<%qLku-
z<RCIqC1)XxQ>By#{u_y*F$8uNB|ZJVq6g&0N@?6965y!Um=zdxQ+M9Y6CSeK9Tf+i
z=x1G>c9Bw-wp0kpIvJ@?PP9ZW*PKZNvmu6(l1**oinjm#Jx{J|4VxpyMtj&}lN=T~
zl9o^o{hqkEZ&@*Wq8XPhTS#Ac%A4?uAQ6w3{gKD`oDkVHS882(vex%%lSSROvbtx^
z&6XQYS(#W^(u{n(*2MOq4<a4Vw_8WZA)ZU9MXpLA`Uwc|^msK#2{~8X1)37#Y1#q@
zwR#Z(0qlVHZ46Z4JvL*+Y@Gj_!}^Vzs<vs?WlUYnrry+FHm(oo)Bmt*AmbZ|53`Lu
z4V9v4C6UPZdLT?+yS2iX90{LEpd5mtrA2^Lu)ZZ#H#vNA`#|n<k(DbCXt{~7S@b&0
zeX|qe`%3)mk+?-Phj(bvb}3>Z9TS<#uHn#WcrOc{bK(=A0~<k_ZI6VY8KPaR(*e|F
z7p5|3={eiiZJ5c1+Fn9&cze-k#4ddI^_7)ey`C~o17Jv_nx34^W)Q3bNY@~u!)AC8
zj_bMFsK&rq%2l~nk7ZC)e!#OX-qM_&;F<9cE}l<~@>Y&E;r!O>kyIezvUs9V+8oH%
zR98+0zPy*kDGN>DqD4#wC(zMfi#gil38)r_;%3&)YciLq4Xf{_B$noR(P|&=3^J6{
z<z*R(F-tC|=>y-69(~uLkS}Uttr*PVf4}ww_8eA49LOlrYIC>^r0!9AWF$^|`5-)_
zY|}PdaPUITN}}WopiY65_WDZirj@?;`e*`K(bJlK{X^2HX!6GEGJ1<m=(D))FufYn
zun8K}5}psaIm>v%;&RKBMOLG(;7B>3wYF;BQYxa@+{N+b!`0yA;{KX7kk=y4!r=qE
zCJGjc`8Tzm@hagk?Mh%cUUx)Q!5Jy3Q+Mnuhll2ucgLG|o;*62u_|$|K5_R~rnm1&
z$5ceOdk?-3{SmOcg_PUuZ~{U2CSCF-c%%uEI`&*GbU|*y!o?ehUBF^}##`zgrmR~F
zchoSpZydbq*xh^mL=*V;9Ib-FDMb{PD%UM)FmRL`J9zsfFzgCwSRC|RhYu`|rAS*?
zi}S(Zf=_F1iD;cdfcX3)YO@q@1w*tuM8PX_k1RZLa%$bKfwAdnKZaw394V?(x9uzp
zAGl@En7O_m|0(u<WF8qhN43+z=?ZUq{^Bp%R^B-^WC!1DLj@cjL{G*FaC2di)^GaM
zQ_#1+4z2CqE7Ak@GACXeXb9w=y46IfXv|bzz*0eV=VCq7SSo4th=UPiYx27LKE8P1
z?k#>rE66J67MaZK!SdKce{f?=$S*cyla*j_aBkO1ddx&yP3SqVoSRyXaW0-Uk*v3%
z3B__*^3QhCrNtwq;p3}2qSo+8XDn9R-3-JUvk}T>rAeG~N0su;*IzZ4U8H>Bn7v<x
z&^Is>tW&+3gT4x0pGNu>273^^{wQMbwd43dpmxwVMb8y7st~7;Jgo8=R~W*@8gSLS
zDG>OC5!-JC5AYa}1xomeMNuS^Rbi$gH=KH8+JGVtpzsLR^vspDou9mOpF-AlUf;C)
zgfB0UyeOD#A@QreTE+uyZeDv}3EDg|rqy;egHj~pa;743YCPQ4`KLhV3=%%;&qOpQ
ztwEI|oExf48Y&x!3+yfVwyGL=3jfsaQj_(GjidE=h5gO%P%%EHIpQH#NztqIh5Mj)
zf_i>ux6_VYcn#jKLUy1#yz{-AQ)}NuKe*w3&Kcyqai1mV?cbFF5*zO4Tt?!;x%D*=
zU7~wG=iK^FZhU|3$D8iwoIwTSu19qJe$LKK_j7=RaX)8W;=)fi-Oqs%!(FR^Pl5OE
zy~OGYT4B3Z8`$Vl@4G~*h!#m*3hp($g@e8Ul5(icNRq?LkQ9Z;_I^{P-`RsHE7v=j
zhXZqcm-S|`M@!InZL#bQB-OAZGuOm^#e0J6Bp>!TOstcO)kZv>+dJ0%4L%+B_{-TC
z_oQcZV#+Th%VU{duLa@?<PYVn!(o+8{HDH6e|%wco7#JFzp;~eZ-AW?qCTE>2$uB=
z494TeCMQ*2bEqo!o`!wk|L<v(l8sLKa>30{Q>S*UR-Q~AzV?R7hNr=OL{ucuw)jMo
z%t~I9pf{1!hQ_>y@a7h>S~X^P=%>Ya&_!5tKkI4mllawPT#4m9L#!t%AMR`L>+$ad
z6Haq?ateJ6JUP;4d^pc5f>rcxZeWdP_fPjP?O$=Db3h-}o7aEtJ^WwQotW8T0Yx+0
z+}O3EtB<M2-*a0s8#`@y7raS^gyHi;3h5PW9(&N_+GP7?{{jkJ>SjF%i2vS&-~zkJ
z*Iv-NKm>IlHalA%4a}GiVgW=zhT(ZYlN%u8e#Pq*AyqvKuO2n%2=oIH5VWtC^g(&9
zN7+FU>o#0~i2;W|FHy30i?us<1zaxZBwi8H=>&(Gq!g%2*|^mii2ruWy6*E$>;cLo
zCkMyp6G|>B!wa<*jz-Ps{j@Wz*n(P0CLMyzxCTq1wUe6-v$;fdX3JzX6dRt`m{1}m
zFf1?=+6kweSQ;>sIb^==87@(C$n0zkabqOPlfSjg0U0#ovg{v)?97s_)%;l+Fw_?S
zL-p(A4A^bgZza86Us-2pCH<Tqb|VIHk&VOXK0SNO*#bOa(6Hk~C|~m^VUZ4}^O6{J
z*?!|t1DdjTZ+2`h5Nei^K6}O&J#x>-mkz#nYp`D^^7Dtw?NfIiQ883OgN)NoQzo?<
zcLCmZ!l%h}r#W`}{#vB5uyc2O$75Rp<Ac#|{eWe?GcvB1_29s;&lcro$Gay(*a_?v
zfY2~9-F6}oIvA|eIaegY4R9F7@f^m%6BJ7_=_3Oc>l6uZ@eCloKATHH`ns~x<#XLp
zME72njuE<^KJ*U=Y`*;6^%C?qbSR$UC6KakI-0L|#Ppi0Ke%<`xRnwu?m$=wP7lYk
zQ@fJM*;>HFd7S8n)mqx^3Td3p$yqFGC;I{DNU;7X7aQ>Mj1pHz?>^X=x$eG(T$;UR
zu6HJe>M>A95@%~%jtsjE_fMk9D(&Co{)TZq*N5b7gYO#|;&N_}en@wFLQE%nUca{5
zv+9dx^IJN+RgI-R8yvoGlvR0aUtcB?=nr*YpK1$R>J-J#A|pwEB;vN(yf)1CBJk=7
zB!^<>+&Cpr7zI1@r-yhw`>epdTv-qEE-{CU94nTL{UqOdXa?GMou|iQ8+rP>%%crU
zFdAa$NG2}{LB)X{pyKY>{#!qO#r`{H)+tbCc7JjD{*zazC_&(CBAew8?9rMtVQsdV
zB$s~Zicu(vszZ6zsRsV3bxT7Xsf2TLS8j6c9d&OYKj^lo0hPuuj2Y=n-L|_hyn0K$
zJ1_hW{y4xV4Qo%@$7>+&kr0Ucr)^08N`7~fyEFT@Vdi+W)quAYv@37CXMCN1dqit?
z%fa%%EjJv{?<t@^JoM%Lo{>&V@m5ow4II1OF@jNw<c+%qx`rnR8NCB3BH6a3kU<h|
zE`k)`rNN>o(n&w$oOG9o^kxOdwDor=TkTD~@W-Lf(StYL`!+gHx)XLrb8q)`I>U;m
zn)1G#+D|68#l1<rrofxf*o}w=GD-McsO*m0@`J&bPy)O&2s}^LvqiVhg&><mr)Z3X
zjZdQXb7*&vQ5Cv(#MZ4rWh@w~$)UW;(v;s}FHP(m=rkSPFwc;pFKGRKtlsfRe$woA
z3zQh~rM8d6v8&7$G9pMp))`3;r6SSLWQg@hY@?ptvtusAh%BARrP;M<C7+6NR-U92
z12qN2na#rTz5Cnv1n6VlgLL^BGK-u>Y>49-E7@mDXl@fzDmi;$KHHC7$U`a@e~mnc
z+zzsi+@=xQWU&i`^=`1M?(;H$=Ie!g)tK7C8*}Aq$@uKYa}-Bqw}zt~$K(ntj%Hn3
zlFKCEa~Y31nBC(Es4~>-=8LZ&520Qpf@p1r(`k!Dd}doPXi|RL=I;g^$NhJ1SjylB
zPr8m{JZt^4Cz$@(6EnP5>g;|d=R{!MBSu(-a0|XzAYXGSic^g`;|@=dlRL>eC9`x?
zWP|~p(IjcG6!GwG#pRMgHl}zMX!Xd&|AO3%T#4WSFOYCwKuuk|&KL5sR+attE#G%=
z+l@=mg8D`H+32H)8OWM(;suo4C~F4NRr%;`)w`B&t=+XeH8p$V%*;H@<@(Q|5_krK
z1iyr%C}YN+N6BXpgo0}j`oSDrrVdxqz&b*AHR8S7->Y<2+_m+@;@XdU%c2*rxcFzt
zCy*WM+F)<iX2-$Ik?{k$t0snqhF6-+HqxDheU-Qcu^{uvKwC_VO$($CL8hnEEgwab
zp-|NVy+#k^daiC97<Ox?eupp$9UttA(+sMNah?rN42`HzN!hrk0H*`Stpq(;!5G*7
zg8h<{eQf2%#sfG-nK60#R4X()w<Sb<F%Tn66j?lR{qcj_y#4}45E$n$V^`Ct$(2tZ
z69Y+!PtcT^1|`K^s}4x@!%60}JzvPMw#p6d?9wdYP$%R{+8WX{hht*p*zqHYz-<Rj
z*`cP>q42EfJ|Pe*M(^J>d|<xeQnw`oPPtaEN<CC=(NWogRN79h6PgqdA2K<aY=(Rm
z2uu0Ru=H>-XvN#(g8wdD{;N&$u$5c;xIEMf)dp&PT&5mAbxZPhp)y!6OZ98kQF%{0
zJCxDf>!^5+-TR^8-wzXb_xLPfCsvSgh)6A<H0iP7wgSFVV<{$|Zz-d_^zyO+N%sS}
z@WcO(-knI0A@!TcMh=C4H2t_kN2fb8H3n<?uL0<N;0J$RiJCYTci<+RW&$gNfo5wo
z3VP8oAK7?dX!Q1qt30^^3eoI<$7G@L>t5ZV#yxgZYl*X%xYY*ciz)hNgnk~K3@1*0
ztrIDQMH5NW7F=)*M-r>!<F}qTT5hR@Y|iJ*r^A-1mu^olFD*t7d~PXM`qroWpH*7v
zqA&?j2o1Vh^hCRp0blM3H&ZN*DC7TO6o8*>K*5+Oy%Q9It-+c{h*cJb`#7Zb?%SOh
z$Xi?celHxH@l56avG?WSaTQm-b=Tgv+so~}Z||GBwY0jWmReFvmaWCMByaML5mMV0
zwiYDW#_UVr0fB@(NC-&=2C^^-$pmoB5*R{&@MV|)^D>a{B`+{ZCJB&)<eLo43=b^5
zs=BwkZ)<T3!ykFygoC^5-afag&Z)Xpr>f5RDcCWwZ=YNfp5E=H&f&W^jy<%astGvP
zsPQ{;4H;n`m7?ulrdePq>Pg==!ndt!+ktJ=w!m<5|3z8IU61vKxF46e--X;<QAczQ
z9T>WD=<XqUs0jtlNwe4qCQ!+FCwLR`Y92-zqZ}{7J0-X!FxTT!{GAJODNYe6pNeP6
zHOyB*gn0#VkTi1;wv6gq6gk!*dN9&>t$PXNF~Al*0d54JD(0FD9#6Biy}i(R@%7gq
z+}_-|eS2p!6<*)lrwLzs<L-TPLr41A?PD8~R69jdON}9Yv!2wWg@@kP2r0vNWI8hI
zHngF@2_CG2pC(ZDUKQO{QJngI^#98*^Z6gWAfEV&-mJ!F;gZex0yJq6p~V~OBn&=a
zXd!}ltzY)%7mxhQuBt8B788!Z<o#5O8LhqH7XjCI;=X)Kixld++!a>(RWe|5;%OGE
zAbw}?n%Gc7KAX~M*Z<EgZfe_ecsF73`DBm9Vkgv_U-d^V3~%8DlQP*c5ZSb!(^={S
zf*sj8OquLn<5x<%&xe*it+44$Zi|)-YTONByP#B<909w=VpJ>C&=#T;Myu6p(=#+d
zDOjzWqg8Y!siaAmnUYfL3_2}s@`Q}~#aB{^odK)u(7J;;t;Nh6OmQJpZ&F%qHkG;Q
zibahluF`8s;y-RZ^N`gJ?dq*}oY_VlHpldg+LdUsnF8DT8##s6WjC^%;M4~Mr$Vju
zYfZc-kv63ap-9Bw_H)jxqyEw^K5G;s_}`$<(C5R|)fmVYZMJ>g&dn{9pi2Q^v$KVv
zH*833H6p`2VZ|q8&{W|?vk^CEMm+Sz@42LD20LeBE4N~}N6Lpq%O+2FC*u{T2J&@6
z?+n=$It3T@n7!d>N5V$DG<?y}ef=h<+U9`<ph_QaYWL-!{l>9sm&dL3kBn?|D?cMn
z8OgEI!2_eg{;%A5iH9RtrAn<<&?wsTJMPBDte~=}otgT$(GoD(tWQu6UNrR0F+ORE
ztxuYoTCx_c%Vy}v3&obW%9u#RjIphQMO)|I@=RiAA3iWqN*{Rqo{QbeEtlN+S9hG)
zNQ=Rvq7GldI^2(SxU0)KAn9-b>9DsqG4v7Y5V^<5CR(`;zw^O$*mGUJtig_(Zn`@A
z5$SKsrKzg+?BiE{a{Vg0!!et0FfsZYa18tLHau<;PP!4;iYBsa;=sg}6L(L1XW|bN
z>_l&Q>_oa|Hp5Zz$I{sO8syg(RV3mgMLrw{aR)gBEu41Xc{r?XAhI+*;Bc6{p#H^|
z%dTN?^f8NP0n$DyYzHxtOF|JSA9SM-qKexNVQ`ZcD;F@vdK#Q+&SCI$cI54@CaX2U
z^UdD!Vk6w`x25cZWw#zGvA8MPt5q45oW~b+JL-}thb0;Ft2C5Jtua<sCcH+eA;_Or
z{C<#4egD$GQePsqpc#(h#iF(+>&m!#v|)#X?STF2v>{A{*}g}Y-Z-Vw_4gq+;wEX5
zek=K$xM3(d*H(S3kfbeAmqWv*)Vc6xLD@AZDrrO9V5F|`r9xigy4>OYBfd;zFyZX)
zP9YClO>z8qHg?{=VW&G}H>z}AqdpLgTYbOQ+BiMK`fR#LU8CJGxMhoA@<jPdx#o@y
zp#_!Mpz`{>YE2^HbM;-cv&fq~Hm%8*bVWCM`M6-d?X%|kh7`wJNLsCM^|Ysz==8z4
z_*LQ(@=`Lwsw7{DgG(ATE4Gx+C!Fy9CDgYo9QT47sI8bIJuK%qEz4u0$dRpZES|0@
z<z8@)SV|t30{a)v1Fk}wLGBT4b28~^_C%0tfnHbN<rsDxa8M2h>|&2${5bKQ-_PZ-
zr%Yag50PBmB61(7U^LR4ZN?FJ;*LQ}O9mT9#3ei9?J=IFS(;)<Ey*w{w@u^rI91+R
zl3^KbAn4b+TT@=j&`GzeItzYZwm0l)_u7+Y6|c9aENX*>d5&bDGzQ+FFo&{!ouRb&
z*?gZEcSV+nM?f2BENZ#5Bi<HoV;mXAi=soVTr9JsiNWsloOnK73AEx?23g_Na@8wB
z7D|Pe17sWpQgKdeC6Fq8&3++awmaDLV0+4B^q~NfYN(WU^+2h{Zh>n?FN?w9GZ>ok
zd08-&Q4EC=W1-0Rh*Qv_?<ty1DJRw0o`B@+by6nK7WaJz?<zJCG|*xz2E8yZBRl4~
z%G-iJR*QJ586TF1*2v>($h)MtrfOVG`U~f2oHm2W?oj4N+LN3~aMwo7V3&b4BA4<-
zR%_Pf)J6@fhf643b4Mp%jfUX{cJ34^p)g`33|XSygFV?NM!A6Z$zS0pmu`6^4EY{S
zK^{TmA&lf(m}gU)EE0x#4aa;mg0`a0D%9z997WY}oLh-~#lpTY8P*ACkk#9uJt(@q
zi?NTg)%2=C9$1mN7I~-(bzqfvju0AJQ=U7{A*2Nlr#36OJbVR9LVrw>q^qcJfTHO1
zGEs^uQI>{f!c?WH7o}MqrBEYIP9_cxPFPbOCRQWR8eu5q0F>H*6S4K6Jjh3lZIyh(
zl%ijEQ&{rr7UNPM27bUp;r#xZ$kelirjja0DqvYPG}W7KbrBDH){X4TtrD7QOf_a~
zIN}qQOm)M$bxR(0uaK{yaWqi&u>0;3Njy%(AjhaQ7XSOw1mZ}ThsqqEA|59{QQ^23
zyej&>#XQ4ujvHlptmN?4l=9VbDRpLPJjZzuF%Sj8QxT(0i4Pw<J`d>$qm6kpRM)d_
zNj*Ru45VWfw8CIT>x`CWPjoQ(`ABz2W940(p`kIUrf5#1wYlnA3vG6n-)_+f86O);
z>Fk`w5XgpgE<@1cwzN+S7vdJJ#cfRBc-ikR-A=qf@vzo&(h9IZyoWJ9tQEOBh^LAD
z6^?s|=B2w4hd@=dcRTTa$%iT&_Ywti5OH{`dE8DsE#pAi8(zjSK>Sfw%Dv@M0#rqN
zx1)Lh53ruHEA`Z)1ofa*Q;vPEASB2&B^tKG^<>gtH+7(B(Q3`{^?S}AO9bkWcg&4$
zKHN3hD0uAF{Du2AW<7NY(c4Az?IYeKZUsfKrDzPrGCn8Z+uAfdpN?rl$O_`D{TcXO
z)WJk3<7`ek0b?^(5Gl&zI`Rb)UuSfc!P9b!+^?_V*eC9Ki(Y*q+7|NO4pvsDr)!-0
zTwUXXSuSI0OR+k&LUig=S@arCZFX~_AE1IINuqxhm%ghq+DKj6EPC`gM;n5Emji_W
z*+oadM7Nt!(y&clTDplkj?g^Vo29qjyYxHMCXHn~=%uAj>ic8>a@<nE_4sSV(N(r#
zUIGB+0n%_BRGZU2pC+v_GuT5?l`iT{{pqyEf$=XwL<ob{Xhi%AsIcT)(iABoU<5=2
zE~qMTt&Z)Q71$R^v;;L>_^+4cFYjV`OY7y=e5`Be)`Hfiv3jkmU|uMcicG@X7;tWl
z+T%W+4d&sZcQv#NBngxi6u{o1wb{Z7DOM2J6s2v~S{hT$tUir}N+Fz!R7&r}LP4Y1
z^aOT%Y?EO>h{B1xS@O{5rZVz{Xsd~ikITfAP%k0~_M!~_@KpPzI&R?Bp59M%kxH#e
zJ@x)|1J@M{F1-x#A~Bs85icweOLR{ohP==PJDWCJT0P$009->QEQQ@(OGHVM6}$@<
zhw&~*Qm>(dF$=<Zz<RijoPsl3y2vFMjtV;=sT<TB0|a$_#havFZs73Ms5C`+n+}C+
zNq*Y$kS!|GvU_8<Z`~(uzOGGWH3!G%uk6zBu7K6*v~hJdS%8*4-nt>t>TVgy*t5A-
zSEM&?j>lu1!RIil)eVy|SvZz8;kV+M4A-7|9QN2ROFj1gP#8<9Nswl;=K(=9!&Myz
ztly#(gqB4TQK0^p_2M{VHY<<_vbEX^jT?S%aOl6eySfZJ^Wa0VM0eCdzAIZ}5li1k
z*s=65d>bM~l_nL9+cY5Ncmm@=*Oe9bOEDn+h5CGX62SJmxXCFhPwW{~8OrGmN0?RX
zlng-<q+ZSO0v{S0*%CE647%p-4MH&G(nF)3NSxoTa628mQWZ+3E#|Pv;PJQ(d?esA
zCc0yk-s&=O;ec1G^C?No-S1yyaiAIEr87@08wKda03HPt<xv1~)Q$peB1e}>;<yK}
z#7=r68Bu;+8vie*-az(4zF}C-F;d~Ux0a)(T@1KgC{Vw4izGI@4qN1Jw#r)M7Z2@*
zEiy=ce~lIi6g4{3B05{lVXLcj<IKv|K>o>Mc<|X<gCHrA&})3bpkedP{jfE-=B{;q
zSHi=g)`-Yjqu#6vg#9W@TRx?XWZkeely+Z`GsNRz)EdOUR9fTy#U^r&cn0eFrxH%m
z4;ODo_n{nfDDn>7mvEnO6hX`_X;|d&RXFZh$+4KP$@^a7)Z!<hj_{MjGth2vJruDj
z9>)<Wk*dWao`u5K8ya`=#Xemgl&$2!mfn;<mQM%$@xc}WujqpvBYO{|qOEa{R%>%d
zT<P8|y=hkI@dxyHy`I>)r7!CfGM!#;gP+5)pIM@ABwmE|dry+!(Bc@9V4ZfTEI|i#
zBi6!uk`@x8jNP$eIfqY{$4U-GwG^y{(Z&5p3+PGWMQ9PU7L8q*oYIg=`I($w*#swE
z6!H-BsyeHqU%eD-EW){(q$sJXgTG|kN!XE9SCXn@KN=a~a5&=1C7sc5r@muHi;HCS
z-fTKOGuDlC$gs)2{iQ>xY?ohc4@UGFM#)E;+?uF4kIaDlMCNZIyLWH%@4EYBpEsE{
zBE4!2_4~H>HG8*x{Pb9;qamnfjD4x(U|U>GD<!{)>#3)RIGpFg4>K)>7++AM7^@~=
zA;3eypc~X@jBiOXXJ}v1yv+Hae6YNR%k#fie3q|0ekg8CZtmE!TW__iOnl?U=4jTZ
z$6n5*i$7lRawa?#4`n`{4=R<cQmJmuxEjLNfXQJts#q-_4`Rn=PkY)^@m|25pf?~{
z$cQ3P@dSMhdxCZo-A$4w=+ga5Pckg=2-ph-ikz!G$ZhV=LSlk@_l}M-QD|s>OW>TK
z1KI2R)+J4IA8g_uJu5o4i+dHO%(A8Yny@f%h(a?S)X=%1!aToxGoy?O<65}u$qAFg
z!bYshU^JxczH)9X80!A7pu)Iv376B>YvJKULfNBPAyBG?glTFo*j9mr!8-glb2D)Y
zOhfC)<6ajwZR?;9jZAcmOiYY)P~oX?Vc0~uDcg9eTSHJF0M=t*m|b{dWU6W#;UgYC
z|D$Km84?C{xL|ejx~g1hhh#Nem=(w*O#O--6pRd`Gb;@`y6%=Q-oMez(~N>rMl6bO
zBCJ?<_51}PqtES7uZ<9+P*5aG{V9kThE}?bq1K4SYoH7ktCF`P?K@&w!4PlEx@v%8
znmgqiF^pbWixh)KFVvS2;)o(F?z2!2mr+Uj%6l=mtuRky8PBod@?OmSOC5~37qba$
zFWPjJ!`Eiz+MD{gCa%dx_4yhb+t5zN!-k@-NEXpc@{n8CR=YLxR@sph4T9pa9d1eP
zEKnRQTW!e}**mceri58-uLEImY<T%*lLNIB8+2^C<%%OoINlhU45QN<m!om44ONoK
zc@2coW>Z+~q$%8)GQ?sL9h{C6apNj*C0JXmxZg7b&MUff6h{p>f(0wr(LBI44-7PO
zRB&@JlPQQQ>+$uFJxQptQ{GLw!m=Hps?sX`A1lp-CXqi0VIou98Ym`fYR<cF7A~3e
zIu-1=B;)mL`OH;^g3g3`Ro$(LWMYrH3<|9g9ftD?Jx|(_U2*@ga~0)DXeL;9Xhv4#
zBs7yZ#J#2A9?9~9eVY0$M#0Dx%}tD(!Z;ZERy_j{5(bCj%QPS>TVQdktUStYR(Sjs
zhle!)F{u5Cb@?Vo&qEVKUmW7>RwiZ^`Ulo~0viX{yH$4Y8ju)DJ{e5(@@C#^S#RPA
zg-QcgXbz7-<8@nBL&Xr^R_eD1w?QExxsbhbbO=#)as#w_1-KefTM4HTxhg9}Z++}l
zXD%Py<)ooceu(tXv99(@uDGgba%h!`u+@L~#AP|zVbPiIea{;8a$bWn;xOCwcEL>k
zp~gB!r5~V2K@zQ35-uiaV1V0-^sNQ)s=meGt{19)>?^7yMT1MBxZbG4q%?X8Cy&oI
z;;O|>(SsMwH+RXx!gV2=Lg#G^?Y2cc#%c{Y@{BAvT*uyqYk42#!sl?o(*bn@k&U6z
z$b(Pg9^?&Zi>OIbnCvu8I`&+C8dt3}{F15iRTpWohKlZ%Zux0kZZelYo}u)5je$|d
zjn<a-c4y{Len560w=deOHM_O;Or88VF5z^=X^lx|Nb2lnHD}ZEQSt{e-BZxse1N))
zycHOM59|Qjil*(_p{$~($DT3;)xZfz@Fc;20nh<kqX~G>!JMJrgS<xpd?^&$knnZ^
z)PL{H_uz<<#O}UC+0$1F!)4AIhP!-HtqH{?FE%FX>cTF@yJK_9+QGP8zQowUgK0P<
zvuN@(`wt$S5EP+IXR)g$CRbPARxC6d6`p9?v1(Lqc-N*(apGjF&SBBHjTC3KDS3;I
zvnajW&zsmcv^+K!S?ej{RycbN6rFj6E!Si2Y0zpLdd#$Mqpwq&)AKoZJ({*ox%Ik1
zx!o=W=vH@T(2b@{*?dQiRW%X1RTbr`Hpj9cUD1{&-$rq|6m7D543${j=94ETLq;do
zPsp0NX???vfi~;%c-^vHk3x3sR%ap-wp7D*6FILI>cnKVL1Tlr=#yPL^Q%PeR;+xy
z%J~U>2U^uDW~7nlrlkTJd5VVeTI$TJRSvY$Bu_4O;pnZOP%j{)Ud3!>&ksMj&0LAz
zdbP?SVfl7RWquCdzo@p%-DX*t6%JhHO_e9##`ouHpWLC7Jz3!>KPir2ND9yaGDUr$
zBc0|txB#=%(P4<<4Y~}Gv7;f?P}y~SYsH=;Uce|Kk*b@JG<S&3wAIZ=dXqX-*J!Ul
zZ{MCo|EKS~d#jmOYN35TaNX5cu1gO0bvZHkt~;P*HO$JLNQENM&}<fBb~Qn|jI<}h
zK~s>`@n)^p>sBKaUYkK_U~4xf@fqZkNZ()t>@J#_oP!!!w=Omk(>a(eB$+FSo2?^g
zUvgw5Rls8R6a6W)jt>AeK|N>=h=8Z^ok?l+iWGrkv@y;u8X|1vbxj#^q6TQn-&Dq`
ztqiNOeM{=&8?tpdha#LU2F+Gls}h{M59vvoH2ID0!iH^)Z&!lMQoi=~f?!GUrl4ud
z9X+m~mQ^!eyp@?8Z)++|9q%F3YJ;Jn;MeLMsz%<(j~+BOnDic_yE#^c$T9n37QI8q
zs2E$^Yf>4NCbY51n~grZUg{sP$AM9>73!|wphgD<qN7nA;~+x?vIhr<j22be{?Q(+
zxFKSw9?gFtq&SQKg!|10R$7h!du8mX?rJYn9KCA|#W@=IuABFE-*DL>ugSr%N{Wt|
zH@<PRueYbbYy9De!Q}Zs>NEKb(O$R3X;e6EjM-{c=o~gd!Mj`<)?_v-83kjHu27?-
zNBI7MtzakAW2=?gx_*6dYf!^jNuibO6#L*-)Cae2O?F~c4ibY&q)Gv*l7OZ&J{UiT
z9_Y792tL^lr^i&AlTf;{^@MTpKU@0iEEGxE8|;No?k(Q<;k3vZEJ3H?HiIkXFt*vC
z216S>R+oWYOM|O)L>bcg2pB5ra{~>QZY?BN#04^NmU_4|(K}+{qv)lL0JuQ^mO&td
zk;-|~eyBVXJ~6J~9>R|%32o!7c<9yn%2qxylNMpQ7HJ+^0hL~~3adh;3+o#gB}3Dr
zoAgeFmQyQv=KN7Ly=(o^g;l}R2d#nS;OUfF3m3qAP`6>g?9dBdJIm1XGvPstJH7s;
z8zeyWr6mwsd_t{4amk7o#5sYTTk^{PIsxW*07VfiUR;X<0JRDs-J?9vULQM$knZvQ
z2k`wDtM_3WVSXGlEELsNtI_CU6$+c7Vm*j!T~j5ZGb~2p(6lU)7HgZn>Ylg1`?(E^
zujzzt|NJ`yO_*+_->pOrYn4iiQfYEqp7Ls}Du04k$s&h6ogQzFmuds$gSAN)bppln
zPOVPIQow=X##!K#Tj-T_cqQ6ZUPInSSEEhU`G#JNw*Eb$Tt|1SXV-&cUm~_YL7$G7
zLvOPUC9#HTv(g#TSq;_bTd4V2U7R=tE&wydNZy>yHZ_^|GP?%#edb+#W^>;zDm)fu
zz|Nf;B9UZnP;cIl?A8z@v~=_E(+q|Q8mPee%eIB`d4vyd%C7<#jQo5>mnZCaR)ww=
zcOPjHJ_8D?B{NMS6w4<<QQMl(PFrqm*Bb4M=5SEZ$EtX>8-^kpj@JeM$K$UrzPI=<
zw=MkYe?PZ<aZ-01ktMo_{`)>dI2V8Vz!ib6LZ6T}DmYy@8XI)1*cqz&-(bjElPkc@
z$pCAeg^q&LQkRT)O=>=1|AV)ExWQ_01|u=9;|m+Vl$mHCDB5gVwj)&Qnj^jgv+5ma
zM_eiXwU&ETo5a=ipoIH}Iqt(8ti;h;gV{%lc@WP76I^Zd7d1IuZ*PckwzT*PD2i6o
zFu-ep8`J>`j`CDd<)hSQbx=*IAH%-e81iJl^ryJQklJ!!rL`PWTN6)9T32nf5H!A;
z@t&wEV-ajR+8xWd965_Rlxn=y;`0R^dv`<%1HsH_S4eAd8A3OF``4>B(5u9)#D+I>
zB%@GLM9eM()KX+^HfsC6H)>aPb_`s;w|Ue24Tbn%--ZYmiv`_Au@%~e8?ByH&Z!Hy
zi~*lhDQV|E;w2o1Ib5`C(&eG;&2-1&@pM%!WKp$&(wTKZ9i>AqVR?{-9o-8y%0N=~
zm*X+3;h01PBqfuk%=iRQ(h72|tm*~-DXx|An5z9+kHf?^w5hy)pGGZ26R*-bqg7X{
zn%M08g#np%K83YIkp!WSC6nBFo8p~=LUdim&uk~)a^0=52QiR}w<Y0Re97OMZT51p
zXvl?C#P{@eTFPp2Xq+YuuOul--&5#c*izTJ=b}6wAC{g~|BxO9S&%4dn(HD=+Qxts
z??vO55oF5m{h1e~t%X;gMWYrvcSG}irDJ%RvivB_7@^CX#R2S;r9K_iX!TxA>s`<M
z{GG)!*B<|mUp>>ac%N?cxtD+Xqvv-$MeHH!-aWq%V;DGopP#3!Zl9hb6#m{Wf5E~D
zPODz2<GrRIc>S3OG=@}s*v<84nAY6znQwmS{d*%Z3srf)_8`9?WxKfUV1G<Tr2Eg{
z`vvL#A{h}!M)e-zRS*V_(_yPX*<6oGe{rB5{W(l=hoa(<z48^n{r_iO?OLmc!_D~q
zDn0z?#2v)I8%+v686sYtc<j8$)-9WSTp|(ka@B6^&lKDZ`_7xlNws>0xE#bmtf-EK
zfME0hzsdFl4nU2{nuCzws$gqi%WLg{747t>H_~DLTn0)w{%OLFZH+Sx@*xk^vO44?
zMib5mKA}Rj9U><{A4ol-%m;dU>NyG>Q5AuX01q_>V-g$>tnXW8|FhMwcvcZ0gyCCi
zad_0eG7eA2_NH)4#2mM;DbwwQlK{UseQl7iHH@?&G@d}dipKM435~~QGALO~ARCPz
zu3s*&(G`p(EDAGcTm^;)$-YP34Q>Nz;6I&C*u!iJZ67BbUL-Ro%3S^{3}JC<mk%4V
zhLQkvR8P1PcAZ(tau%~9c+(SaE-o(q=H`XBe)8>}#XY)Ph$f<&*!Y#33FG_!{P6W5
zRom#1HVmv|3On_J$<&Z(<jnDC&}r23UgLjwTZbEY_~Hb^oF(SBh^RWK&V8`Xb-;I8
z=duEVMI9>&tmVNE^?cky{POCplpwZxo%9|{el8Pf(bM>RwMLG8%W4(tjT+;EyU}52
z>1Z`nYmeXOGt;PV!S{BPI2*E0pLrJ9jGNqLoAJyjY5~Zxxx(>vjFZR7IQlThP%TGe
zv|^cJ`-o%}zX2b~EM3lnc%EcY9_1&9m*6!ER*Y208dkn0dN9U;EQiXNCFe-^WgKwy
zf_b)A@`U3Cye?F(k@i@mJ$#LOE4<!Zx$eW)Lts^HE1vjM+J+o|Lfd5yQQLqNeM=|}
zoS|F6#-c{&@nkuUNeT@S<ciA~ls;v>l2R%;*?j#iLj%#kKSn4}5B()vUZJUZzZlMr
zy^YbycNMS=c2^38kKw<6xf1Y#Rcz)0PNQn5pmIX94?$mCkN#8~b%r2Gq5^fXz9m$*
zZd(*VU04I;6r7XPb`M1}B=UebbEhE`4H?#{+-|2r26WMNd{0aF!7Dmacg=qko;GD4
z3F1YP#U2pozXgf@3Ou<s5hfx-+(5ib=E%>%HFX{J2pv90+WUd%bbWP9ok7ztPVwUI
z?(XhIinPVuy$5%9cQ01l-Syz^MT#CAiXHsmm-oHNz4`w5lFepkXJ(V#C)qr+GxM8<
zrn$@a4}j>txd`ggF?$m><9JSfiKlKEBdfPssX9(2`{>PaGE3D){)T*$OAFP8*~a%z
zCr4-GxTymLpK;=%$%grcgDiNe+LfJRc2&MurADLzDodGfo7WO-`ko}es8;1K$J%YK
z8A(5><`ONI-AP7ebNc-?Hj>LA-jX%{VdhMD8cRAtxd**heP#PaoYO+tXwMhRA;J~k
zBO|Ndwc^p>rVFoS*rKAzRXdyok;Z$|d+w>zVdI|qP2`QD*yc^(J>kB-XGzR>+f3X#
zzsbn1Z}V*>QRQ#GOF8Lgd<<zB>7@Wlz;AIBZ_r?3)%snr@UB0k58Dd|R|vA5?tlC^
zZgl)E?d?J9RkYP1F5TJxO#6jh<G9T(<+2@$!r)X(>iV(i&Hw$vrI7lKI!Fl<UbKHS
z<Q>OX6yj}tOkEIAIma%28M=kkWFqD}j99==El-spFXlCK>+VWkTtW1tdwbQifKgZ{
z_2lQu$OneDRz3T2#`UFb=pwqu`2uGf>BRBH{H0|Go;<M^<s_m?9ZO>EhW_}=bt6$H
zt(VsI<>|{LgT@MyP5V#4<|cV0S@|<tG5K;2-8b7)dBud%H_AJVlZvO2C$~G{<>GDL
z4Y-q=mOtg8``T&llAQq#wv8Icu8SvA-d~EcP`GZgn7P|5dlMh!4jZP-rpFKaW>pSu
zJL+Dt7O6Wfj|^vCl~q{h)59?2YaTI_Lu!2V0#e>r<>dgil9$bxnS3pNS7(1N0DaA`
z0WI%^uiMDCf+_c~DP@Ul`^dStL~J<;CyplWUpw0!HFm-Wa>MFy$&7vp5ea(>wdRK1
z`>Vk~@uZAGQ=YHqBqXguzx^3x=KKl+52;Bll^}UhS6t*GL$F55NVN=#k5sgQhj@m`
zBW-{T8Ear<3w0Fj0@Jh;7j$)W<?X3{rY?9VQWyo5VDrGA7SU!nW(V0&TL5kFHp_ek
zYJd+Z0yRS??m3$MIeCSAiZ(FqHgTzRL3vk7HpuoC|4MjR_e=tFJ9HJBfa4pCCAgtA
z14VE(xAY~=$oj)M$qPh@#@yd@nUzk*W*eVNn#t_7dP5d%vto&U1S~<R*jYT>G1RQZ
zEy{h6G%CMLvcKm7ZDL}#qpy<|`2PAK`rpgtxbHL$iHLHM<+G3uym)|Ik<0pG7Zi1J
z(;8n|8lQD5-i&awiHLN=rc?G@xNo=-@k8CXU7EOE%urIe7j1q&AFG?3?*AS{xfxhq
z@U^+{w4q{+otpY>bQE^oWcHnVv^31YOg=uAv?irDY-{0V|My9=Ym3*}KtqxIXy~}t
zZ=Mdvb{_gzB$pEDlpB<ij)l;A4t_rMY@%PnR8s{;<{5~y**zSBtiX*>(!~@Mj$aNa
zW+)|ICidQiWQW`#lY|i%>{DOU4;S^6BH~F&e_`LGG-CG+O|6BlO~j`k9{$de;@g~K
zc%yoCTqf!tFcDQ8RpR&sul+0QMCiAVe>aaPG;>JmFFbU1mZ{dIm3#pwD$#`euL-lt
z=Xrv3%5k|k@zWUvU({3)txEAj8@x<fdH8ud0*AUlG<fc>@n1K=D}uh9!u;G$_P)@J
zyF)wUSA&gKI}iJ}ka;ugFa6vDL;Ejh>e^71ptB7cbAkx{l9RAzH8vm1r(*?5K0<uO
z@Aw4~l{#NDvb1V2E%P&T#NgIl$(Vff&&bmjoR}57TK15K=u8+<N*Mnv9nzUpU~|)#
zCd|Z+qlCGUVcQ||YT3+YnV~d|;)O;nT#a90?F#A(33Vw`WCfQ^kP@G?`|s?ZO?`m)
z{T-w~RmZ%!GyXIcD98an0#xTfQz;Z*L{-5OQiH)CIOX5z`**nxgn7wBzy`aZE34%f
zkrltiKcT-o5ZpQZI|WtE-2-6I5_L^%xijJR5&;NPg8_&;O)%OKF29EJ&A>A>%3nix
zUP_1$191ESVGrm*gWxtVUya~x+A%*8e-+~y%oo>3ouQWQ4NmQCLPyj$CZJG45Ot#3
z>uI_HN&)^+f}%`I`77Fi3#AHqSU$|Yltmio0j8R~G9~bGw*Qv$<rJnj<{u-FC)p9k
z@T-XfY0!fu(`@zIY5%*_x%z9V(@gnKm{sUHI;S`~unUUzHZ4oYYWUqZKTGrLSS8w`
zr>~|LJU>IE!58ZK-@RUK?dbcGSE?Okd+d0HqbKt+*1kjOXj{TsS9_J-M`6@at2?Wc
z({7Xvt+9ORl;kZR>~SLdR~XtMJDuvo_Ae-c^PMHNnrs0{*#;uhvca>wkFy$Q#|Y9C
zL+VS|*<xu;Ud>0}<-&K|oV#OT10c5<blkB4XVdlEMeWzW)`#ylxilJCUaj*5QO4pk
ziSEL&*^&6y8rFKod5)S)CzwPHlZn8J(}ORYv@hu`h;oKSWu{E@C#pillfu&{<NU>=
zzjH!<ko3uaSF3eas9Li1mYq4OEwa797ATWm@DXCaJG;uhGAlV-@~CJvJm*5AP>|8V
zbM!h;M>}Aj5Q4tU0VdCa+Wg!UWJME}j+<$EvL?4xi#7h-#P874JCf%OiMHfm?1~@@
z&TL6lJ%B23sogusR|antSav8`_E@HNXu9>%P07Zrux=5QHERRnt<t|uD}S%dQUcpc
z`JBjkQ*X+90B1$^$wC?_Ykm`!6FW~SP%ma$KkvQc1t2i@t_6I$mqPk87q7v>3Ju%3
z(E{Es@<iJSM+HC!Lqx9tfmB<i?7{bYBz~L)$0@h89Da;`xXMOfjbIm77RW<RPLEHG
zpS+3IN^ieTSxRt7PvI0~+8h#dytYkk58U!+0S0bir(ii=DQ-BF#Rp!*cY6`pDo<w~
zHe4=xxW7q#qD7^IoBu5J86ndo+$59GIH!YKZ3WA$nsym0!_B}<|6h~XUPNbY!^nY-
zt+pMj5@QLQ6636eUwS9Y?`qyuUFmAKsL5}340c{@N`AF1GHBhGf-aJ9yZOzRH|_b`
z`8QohFBgJ+E;E-8!Ye5LU&^_DzmZc_te{4P65$ape;x-54j%Pq5N=EPuUWiM{vP>h
z#tz9R2!MHOzT$!86U`QtHTom(en!yp&7I3=>+X)1vG?{mwcMo|Yi$|8jiPxQ#_g49
z)b`B+hWbevefw-cC7Ht1`~jdpt6ujqjwc`-q=l?M&aKj@2ddOE^18$QM(xN-BpW5B
zW}W<7XIN(<l3SKw25V;@Q~Oc<cE2H_eDvM+Q+^b~^>~*xkC$(@<>0|3g@)%FrZW!r
z%2)4k9p@l@D(ZbE!VKdNQ!F|KPpKjqKH_KH50;ul#S*s#Ih&Yf=`~gj1>SEpe;8W6
zj25Gx6uasQ(W8BlUcf!cc1`(4Bv)ijVh}5~`-kBpWcx?yI1d5S;<wI()<qLMT&5=F
z*7S4vLT;*wADRa+xmAgJu0JKB@N$YFuAO>in?kw3W5=!U29!h{R5Iibq2-L~+RD)=
zDD(71a3xp6R~D2CFK{d|{o+f=#35qeQH4W<CZ+xygwRnR$IVS3kuBLosQ9?8)h(Lj
z8ZMrke`fvWMpUsVkV|*M^Sz8Lmu=CeLWTd>HAaQmty8NE(N(u>5igf)#U?|=M>?JH
zAI1lAK;+x}-A6)ykoNYK%z_p<CEZ3+Dt~HSR3l9vUzyz5CU0?)Aa7o##@>pH?a*|k
zlZ8qgz10$AyHE~hCqPS`ic)xF_T)78dSgv>`edocmVWAFr^l8($1KHXNhOE7HLHcu
zHtb&nOT%$qQI3Jnm8iU6*Zm^KQcAJUnz{SA)rDD#%+5H20^RS;MBfCbt*(Qn2hW8~
zQRU@zMeoT}MBl@W^jT35H{n0k7PP;#chLEQZ3oGSzI5;K;z-Y_CcbzwLR)<2L2Fy0
zhd2fpxy#9KbGi@!qv}bLE9+szGF8z5sVJqLxkxb{lN)vEH@MZi(7wm#OmXZsdSSYs
zE|t=DpXm1Jgdy7(xvrm9#WVsIpanA=(E43pyAIYbkMrRdpQH;Wt&UerTHh>$riuc%
zu8ZzwPXY*^boitLJU*2^8{q|?JQ2IiJ@ay61y|fRJyZWn-z@U~vh6-)o_QPOij8ga
zn{UdD_7zM0q|KU|vk@*`cHrR198n=vYm7Zn+3Uxfs;RoKVxW0d*uSzU*z=pYH(1le
zpHeZHx-2q<nzppDmW%dazGI6yJq6TTrMaJ>_kbWk0UD_9Yad##dH|USsovQ3_a>Qe
z(Fwc;Sr9&Vwc0(850NicNSoDcy%mtY$s9b}Xw_fF;YoT=;uAl{l2#(s8``&LX~Tl%
zE2M-7u(SjdvcUS%g^Zf$5Ks<&%BMyU)KH<7^NQ+*^Ucmd5HnCg1f)-cxc5=PS<ZA2
z7D1G5+19|e2~F@{XFktg_OO7AbCAnE2^f8K=F@r&)H@7|btt_2PVO7FyLo*P#`9Pm
zq~9(YK@4h=OPfyuhqoLdsuHh%0@+<B_*U<vZ8f1U#UIgEsT2O?_bp}P5Ry&u*cf(F
zh&nYIBDri)V37@~BS{>hN^w+Xi0l{(?S9HQD8FPjShb`AlrcvOn*I};oyCK_s^Suu
z%Y(5heG}B<%2+Q43mm@v4xBu3Zhqx?<$>V3!b9+nQ9xSrvrrie-^{Do=QDtHC3e5x
zZ<<k0t8(6u_D@gpr5dApqq}gMVUpSBSV3*`=Rn~Tl`p-@eW=|TZ@4sw)@Wc#?@u-8
zi-W+HW<1ER+h4%#-`kSY)VBcjvM?%?5{Fv?N8xj*i&FX^A8U3np*LQ8z9AG@aYi8f
z;^gsT-AUc=BV^eTnfH)4L<px4!W;iB6Xf*v!#w)7Uw2E_gY<?M_Id)B3nd=47dK>1
zXQsi3D#(OlW}+RogX+>xr48pu69X47b;#CajfX}u$RW&<J`6M3AOP|V&oafcgm<sk
zH^vA#$Vzw&iXpV0N$1x7RbyPw=M&VwW{(@vqQe-Ht3&8R_>s=?9Tazl3qrn!2i4d!
ztDvm^bqB4i+9m#IR0JED8o~6%ywbX>;I3o%22vtg0vd_H5d_uKy))<`?{s!hKTW5B
zHD?T9PInRr+$o&cxOd=ey%@;ljD+Vs=at0aSw|f5u<8RsT!n%Jn7t#sQFVQK%Q(Y=
znDC*#Z99c0{UsoVeJ6IueQ|RqefjE+4Z-XBYMw=ohpV$2OF|a_Bk;{172-tr7(zln
z81CGi^Xa8I2QG(293>~FsEbP2g5NX$43<2xp=-YY)n|hFAPr=csul9y{o)0-xF!$T
zW&niFXdP$;G4CUPsoZ~u_LcC*h9vraGTb}8Ug=*MzXPH<!#bvHpl$>=Ww5l3YX@CB
zJqkERY#?pWdO+tV`vm$}RLga!j@YKojvocGkHG?|xy~qzlIoxm#`~b(*dO}>1L)t;
zA?dy-o>C+JTIRCQ@jnV3^NfmFVBTY|Q5`Fj6>%)0k`cD5jpdpDD)Q0r4Wn;W2=pH@
zvVq|hp&<p|;NB1?#HBv4j`e`zKOEn*-gF+VKy7JlK>^h-1Q7ZO)xdzt7aR!b0V&8M
z%_AtF^aT}yKf%7!H<IQA!brn-?7*T|(lID!gEK5HjQF?6bSUem`4!r*urR_l92rog
zt5NN>RJs=E^23viS8Mo5>*fc9e5uCt;?LKA_(AVoohT5uJ2wz}6#z=BLPMbILhAum
zt7-{|_@mmSMXm-~tegx^tk{&cDnbK-)}k4<t#<k&=jxAl3t79Q1JutS#6bz=@&!!_
z4lqA8Ie*#4MF0Jvr{RfvSMH6|{?!3itn`ij4?t@@NVS|kQ20lV)zZ%vVo325^&i2i
zx7e|8E7VN<!6t-ixj`3%A^JhAK`fA~w2)&sC9J??BD_5>5FOzcv^&Q>fia?V?SBS@
z#)u*7P{IV)XkespDQQaZH(1}sen4OV2OKJRDx3<|auLi3yWF~yfI1mv?zsgP0iz(i
z<-2uTdtyRp2bG?P$;Z_!14lWk`GLg5ZyVqvpdOlDkP&w`Lib`lHpFd^4D=da2Nf_4
z<^|~vZbJo(I>NOtfyIOR01z?9h@JdM^Ow9UpHQLz^HBIi(zD%5zcETAW^}LJ*G6E{
zTo}t3r%r?&AsgbX(XG!W_GXHn)0NLN-NUp^MyL{i{wD?N@R}InsFNfi&DHKEp7^6E
zqh@!pD?{#6XGSVpiIUN4@<NU4sgJ}r6(;)r_b-o_kna<Wep+7?6Bddt(G*TJyzfY<
z7|YTYpTv?<xhDwy+P)~}FO*#pDhO8PEP2Ei=SaVoACpVJcN+JTU-LV*|C6<(rJgaP
zr)(w0bikW~=ce-Ip>g6t&y@E>!Xzug#x%sj%!~fS9`#A}G8!zR`ducxG}3xjrrC;W
zjT`ekEAn1h#)q!3ho(>zd)^RhK5shmzA^GhdB`Q)^DXSebH=4l?MDXY(nGYTKa|^6
zF}Re<`=)&pMuFG?_6_j~gUY)t<Q@7oC~{{L<YSHTaUmi=NT1>(_g_JXjP~*Yk^#R*
zT@;2~n07m8b_H>-^rb}J(LBj!X@_pMgO9HCv95BWJ=x|JgrWpS_Buj6<2OzpqK`y8
zG-Q@5BYib62`i{}MX;Unq6B7Ta;&IkxG|5iB5#r-Z_a}Dx?=^%Klapmb3F0c;N2jh
zR(VK+ZkI_~zo%qWBfOnyI;tuGJ32BON=$udshH3y?P#iTEZrgr<L1lhAG2x}(`uG$
zLozcXocR{zgsRHOs(-QV6EgZ1RJDp!wOm6>LLj;hr1q~Pl@d7TP-3+CFc&G$9~T9F
zU;yJg*6T~!3-d>ce~Q&wbY!8jj5=K*1GakVCax^@;|i-H)-FBvRZ3LmxJ)yu#Yyzo
ztn_>`<My{+_$jkoCevJ^Xt#lz@!inbzW2XM;r+8hn5ukVTX%?ZH==wJ7P$6@LeDL`
zIA@<_5i~<KVj2d=I?b13eU(h)lK>TG0@tjtr^ciL^lntAx<HkN?=-P@6c0~ur_vX=
zwIHel2K6x{s?ruE?q(&aE}H+nyLmWKV(<qE|F8w-d1dv+zBa|z4vKAjX`nhey>;8D
zDO~~@l^MzB0_Ffv?`X1T1$Q_}89g(Gqmd8wq6Al3t6D&<CR=d8^c&HOr2FR={#Ab9
zN~11#+j1M>-QeB;gohB&|CaYE3gHXC>+hZI#puoLx2ta>;3B*?3-1oQYc%|_Wih6)
zs^gCL(pMi4<o2HS$_!>F=tg+Pea6*{)w(wwhFFL@M(M-62tK+1iTBYmpFh#UG?CQ+
zkC?6$yFD{pg7c@xcq=Je#~<PyM1Ce=k>y4zf!PdZ_Oulkvco(LX3R3}oQni1P~O-?
ze?M6W?9Hay-5le0C!UG~D7{|IyjY)n=2XBe^SjF{^OMcF*Kk_X8nQ9M{V%cfUiW_|
zclvNX=7(*JJ_I##?r}eeFpuy5PwsyxY3$tnN0@xSdG`HIbv5;58TD_HULw*urwMQA
zI<t92Vw}`6(qCHhq(oLJ%};SgvHG!DQS)4!Ds*yVL#vqtxY&CprZmd2L1Er?4|=!S
zFG^(ZZ5(eSSDl_lnd5#N8%v>EY(utOgHI*{?ALYcSVLXN!6XQ@PXclM(Vod8*hQY)
zm~>p}j!9J_Qm|v9RL5nBJ|c?ZAtcn_x|KX*d!tFH6}wp>G}jSC*8;C(Dlc^VuvX*P
zyDV=w&q_Jg_>FyL0rFVGHqJ=`@1iw|OtiDnB=3Srdu5enf4-YXtrguT^0a83)1LgZ
zx#Quivic*I+#i6SpbhEsny4GA1C{{N`KjB)%czXL&sH4``>YDz6JXwtd4KX55)Tz^
zN23ZwBP%&Q@m>wl+vPNgVlauaHi;rIiPAQS@-&HpGl>ctz=|5ciV34l9{$TBn=_q<
zo&E(kU7Ly}iH;=+U8$RTi$$IxBUNdvC?b`zI@|=l;cG{={)jG_`e&Ck<_TQLn7Red
zyrVK9HNruqa~eUK-2`u=L`SVYy~zaH0m5VGb<j1m>C#6fYcH8LBO)E74H?}qc-Bsy
zaBx6S^<rOii%6&eIp*a=WPPoS1yf9SRv+OWA0IMt1QK&N%Cjid*+Y5#w%LGxKF%^1
zlAUP(c1YDFvabqAEH^*<HH{(SjdlJB(KEj?x``IkN{MMET{(x<qUF0^48v~dc;AkJ
z1feX(F<JBt;VaWCQ{KJ7lfl_~3D-<mBOSF_Qhr8$1i3DA9WBD+?7sNkJGvd15aP4#
z=$x{T`RzxUbP>8+Q-Pq212*?R(w;$Swy)bL<Hf4Os;9`C!eUihQ$pWoMZ^sFWiET^
z_qo@>LKsloZar*oeqx4->0GpB`zh&4RUalWoz1UirOIS<#k+4!uFC&Xy^EU`0(n^C
z6!yM257?lpXyN@E>?n)<ITEWmA2Mc~eZsjG#XYVgBoX1%OEBshx<``ui9IJSM=bKi
z53TVQxfNDWg}1R*ZaMm;_*bsw(O+4<f!c=k#%OzC^sE-b`9Ws(6s>WKvE;T1;R8Qs
zv_=q}c^~PR_jBSox=GK5S|nCD3yq|LI!iQ)e}@dC#zflmgu6vsqmf`S4+HCjQ;wyN
zQzOX`Sx@E04+~zYI1T(Nn@R&#3LeKw23E(;Pd*dg9b+WN<ME+q=IZtZJq*x|D9bw%
zc6=%Y%VMVzpmsMBj|A;m1a!So3SqKtQtL)TxE0HDR32SKATOLe%$;VAPmSC1p+pTX
z{hox5BSpQKCsLzde?KrA^tt_fS#()?S<X?frmLEF+1v4;e;H_L$J@?zS_+i2!(F3;
zUx%%b%$cs445o*P>NiW2MR<VAk=&mSGIn$^?r<Y*-!=9MMBoo*uD7(^TRs5k_hUJ*
zv?J#X64jyU<$@YR*gi5};4^G^ZLMm?Lv1(voogc6T4Lc=>~b}84yv6rV|eHP)zj&T
zF7q&}a0TrY1_RTmSRGrebwF~Mg{B1^U(iWdkx@w4qh%^u#s~y7aWJi!3K`BLNNt17
zg3>8ebb?^}=YhXLEfQv*{khaIMX*=#y0OYp4Tl#K5Jp<|ly+*Gse?FcEEub6mJq^Q
z!hyJsZb6f}X2v-BUyap-NdnKCLxN&-?-mFgHG*!|$mZPvpypQT<{DI2J6yx5)K<~C
z+L{N`(&p(PO@}!AJY79J>t#*2_~09ae=WwKPwg5(w$ppV$~!Y;tm`Otc9XEe%|F<y
zYaU^6bqm`F^(Bpa@IKf!_dp`n4WG|BwDnR&AIqj=eR>-0>H2h+0H^q32EDo&z*+DZ
z0XqrI9o-CqvK$T&0$t^!L4a<E$S<PMX!<_Di%V1r^1C(!k~cGGh)+Nf-v!{FstQcL
zJo0k4Wxl0Jd{2Hma?`pN*f&8;yH@#T0KEzfm?GX2-ywxwIYWCOU!emo`Bd~x`;cw)
z4>(y>;4?28X$TwwZrwxHH3ZJK>(GMNH3dL*x2?hJKRofW8@OIik$ql#dLsI3*v@V<
zd_E>7Q4$`NTKF7)wP?O;qTyW&qny6tZXr8ng(1GOq4C|(<7+;yc&!A+ux}iw&e!X{
zs)wz=RIDL5;?)coRXb4s;a6{;sk15hh-0k1$9CXuXAYZmS?4)Z*)EaF2mD}$T`@ZT
zsBJKJB>X+|gm^h|?@`5e($9~Gs`OIEq&pwSwA4=?rO3Apg>$i&I!tcclk&c}PO}L@
zgghH8Tu=h}$0OskZOGd1(f*nHyy{P(OHUX<1Rw_Qu!?C&`I*mps7>R0f6d)CI1T?}
zDdyLrUe>To8>5DRv9^v64Q8+rn3Z{dum1Vj*HAoQjVYiH5Z8ydVHywtaNDtUY<S}{
zO3oK&9oXJyW*a(tHV?>UUq~op?K!Etl6^F>GRo;&wz{edJ8KLmn?2j6=DB?6c;N*t
zymUEv<j-|)W(-`irTP6z4}Wa^oSl@uqpipVsTBSv-s{?wFzfoOZ*w~<Ve{jQUFz!o
zlP0<IfDpfKKH>x2o-m%*Z=Qj?k5#WVk7b^E+r1@t<oPGw@8|(aV)-W_Z^!}C{@8hV
zJL^3>LVYSC9?uK)FGO#mDG<$s$hzAfSAJX6yOZ6j(SU0*e4{;4%HF|ATq96F3MKth
z(6!6H+9e}-a@o*>hu9U_eP7f=^7_z<`}(kldmSd@ljCicuzDvr9KFr0-HG4RCNf)V
zyW)s<YlkwU^fJtRVZmXsb4V00RPD`udORzWThaO3+hZI1I?KT`7cr2qbKhv)y}fRg
zubsU(-#r#ZfH?R}=ppY+&O^hy&y32CL#tJ`>vSrs<KU1PN*HAOQ_wt4&}t*DoI6hp
zj^NM9-Nu(DW{;vr1Yp`a#v0)MP%{%C{9O`py3GY~5pXDH8PUbvRJ7sFJs!u2=rYO8
zaLb0s8|<8gtR3YHH&IeBUyx|=N0{H@R<I2U-8=_T6vG>ii&C|2MgRkJfCq%~M9(4j
zaJNzx=;F4JASl@I;&myyk+Xz9=9}y9Zl3xrqICErPZ~@zqDF?2)>H`9;8g`Db8-L&
zM)DTq1=wj?ZlMF&`e)hJZ|*G}6fP&$^7Qf!Cf4&0WWDGod^lS1QiZSM%{PHP>s~!N
zn_luPVk@R7_NJVNce>FAjOo*fXzh(PNhb!2u6A3Pb{(gofpI4W%h9*BxBkG-5Js<>
z)9SlSyD{$pUQ-9hJ3ZB|s1DTG*bvc`5W2&3z1hyCGwn8JVI-HvEraZyaRW<!pV+@h
zKYiS}mj~26(pb^$fMI;c)Q1fuH`+gyT>008pq(x(H`c>_)+Hh&BGk&TTz(>wN^WBQ
zagf`ztWL=M>s?P~x*%WgE)aV%mroqtg3s4Omrz7bdQo}ybB^qm-fJX#qquIIr+VDw
zLe51XuL0gnDV*ef<_qjWBLh$+m6gGzOIU(ZI)8V*Z1Z^W=N#u8=dA<3QB}c;WL;6h
zm3Br<gXV)t&BdT@%?yW-fz-%~9qz4H!6j5Vdvo}2e)uPJscp%*Uj_WXFDcG;d3|!>
zQY8S<f_Uc`zYRFomV(j)N22d7o2z8IbekqCvH?)t9cb40GS7~4j?Mg5%_e?E142i@
zM|YqFm}IT&KHNnZ^!a|$9r#<=XQTsL4e_svL~f!7jNE*>^pR_iXrSDmzp&PM^S#K9
zIE_p|C$`zxp||LMe`1e&<JnwjQABU_YnR0Q$=K1?;oUd*F?RFP0(%5=*qlI^Km=_B
zZRqkLvduWrPK;)v<_#}l7c;VHmRas#xj?y)ks!KYIx8}n9^F5}&};B(P-}2&$ll7^
zrz<xifxA<`gmTwzq`kx>kX`~Y)VK!mAyBl7xACglu&W$j%Y3D=UZfV}A>kDF{<!yI
z%Zkg+XRl;u4iG^lp8GdKNKjrko|23qxp_!pE~2u;R<avg-E=a77tuc67;B=@nB8P&
z<h}MOVUe{s%UWB}Yas1_!rXl_?HX;7pU*PxpTX=lPqj-X2o{9kwIf{v%xR|<Zd6ZG
zcqZ*dI?-u3iID0swHM;vkI3r6tE1Hwud@Q9*{&;InP<Tc!kXY@P@R8GT!LaNB1yQ$
z5k>ubxPjB`p-XLmTfi*wFwF>%&Gr66D%&+|%`e+wFZPHzrVF*ArXuM@@&|Q|?w?1Y
zVG!?n3z{ph^<B<2=AVk$IC&lE4lGyJ<9@*d>heYOT<p2a&^N}lisv&2@O&Eg%k59_
zvt?>kKY0$DhYo+I3babuLzfElJ<?wr4*_2<_>X2SZY}QXEh|T5dj7N_3Ava26V+Iq
zJ$m%erEyBJ-}F-K_UU@@Li^8l#M84{AJS90bh<IA<m)qp`;@>`p>q9K&v1{JPgfU<
z550A%FoU@}5IPk@^1>NWnv>|w9O}(HS}OfqmIRsVp2dUx=mSb)YlzY(!N<ov&8IB!
zMu=HbFtt<5G9$>@+MQgYTZjj@t#LNcJtPmd2g)1smg<<}7<aC!fL{X8^{{&En$u;(
zf-)=`^ISf?BbMhv88CJz*#+CN&ZYT#GiZZyj&g1Sm3)nKj8syYpyBazK3icf=4>>u
zDSDIiAx79!v#n<FdqSt^LzC#gyau<!gjL0jBl{{SJE+r*BN=^pmX+5`L^YAGh-EHW
zZh_N_sgpAC$sPo12_hvh9AhrHLnZdNzj6JnW%Z+_KAKVdZwzMXE5<fxr*RvVF;))#
z!=F>ydn~;9{ZFyLCzj!-*pVlZqgYuL{zxIBTh?EgM_2{yCcOd?nVm3K4{*DHn#bVp
z)8&#P_A}=b+7aIPxeA04>KO%w-!5#cw;dv9EefOwPdV^UIq``(@CRppRKH^yBF-Ab
z9OVtTsP1)SdH$r!^C6nmOE|I&w%qNoo34nQ6{)Qo5ZmeaXQ?*ErDFPOC>^^$=c6TZ
zHn(R|6d6&Ki_g6x6oGkJOR;5;H6z+_u8>EowB$0C=EbWM@fqI}eJ-Y54f&bBa3fYg
zJ^b1`HKEX#<lrmSPuGE2qgI*r0nniQ&Jp#_kuaq=(j)Jf83lQS2-$T?dJ0&S>qQOv
zC0d2G2dwUw81cJWviAF=*O*896u4;;WaSZ(9<n^c0DyC-KXcBi`8vkgm1veH75_Jy
zggezG9=ewLk_2|+kIO90&HP4FW`ZIoyVFy*{cv~nC|Q3u1^(9-!-)KT0&aKU3~50Z
zDC6fq-RH3`^(_=HjN`YBYkS-`#n}L_i^<2S@Aa29s}C&JeLs&JR|Q4Pt=26cWY;wx
zIGzMQ^)(KYUH-LCU|%&qy(>OI^;tNBzo=?8$m?;R_FL*jt(QuDSa%OHLeoZJz;7h#
zIux|uW`KD6gcZo2G0(Zf@2`6jtH$_cS=A-l?UH4*{B4tzr#0qZJ9FEvKlj*fy>!{G
zUkTRqS%c0E6jO2V5v7OjX?@MR2{e2bn^lmg>sfXo15Ta?s(}3hRh}h}Z5+2}{-$oF
zH6fnTE=$AH9DhC~1Q`Ra)zA|Sc8#lodK}3bsZ|@vT?|{6JlSC7pjV*w-1on`uP$$e
zd8fUIK^CD_|8C{4*a@Fy)ngpqtwlglcjvILqla9sSeQxSS&~mBG#laj#=e#oT-{?f
zla41$QFecQGks39g5iO8`%ZDh<$^wbI;{@96Ufk9H9I>K1)mQUiEB|-Bj(CZkCez{
zZX($52rrlwyyAQo%of6;H)in2tY(;-l9-Q{4MT{?ruS<v7@eIWbLE#o*o~Tozn7fR
z+sN(r$EBC*EPq9DBN*rO(|Rtra;+e5M9H?GWtF2vzsEEN{=f?ahY5nQIyfHX=cL{j
zzr?n+_+qVf-GVBddTh0HLx+o<gBLTxs7HF|<-NyewXI;j@q%?|jguvvti0nKIo0Nx
zP3#O8lDSyt2>O{`;%4H5q5{#p_UfsZCY`Jq8a*F>apT0cJqLSOGWi*e1nQ#MCg#^v
zD|~AzYpN&SaQ`@q&3hW>`rKO@l;fM?D637d07*}tTk8!ON<<E`(8j%|ea3a2aQSFR
z%ZU?#>|^P9^622D1!*u#@Fa3%2wr)-b$`S<F<hK8!Thpzfi45!`)9j4)-O<Br8a3c
z_8NbnxC-w=MM34DI24f}pT+ac+2xt8x0el>T;aeflElMg6tx2_x->y8armC3={Al?
z;DS8FJKq8^)hLI7rs$9&8o1V|U<$-hrc}XH9F`;F3{kr?lRUS0-aOuT(t=Y7k1OYX
z#nJfSZ=(pQ4~5-?uHwg<b40U3KE+lcd-YZ!q6p1sY8cjtB=f)F=c1mI;4K30?g{1y
z=El^BpG}X2kVF~tYU0I!kHM^g=l5s9xllPv$e&}7JI_^8bK!kT84@(^?Pt;7dWSA<
z&p<$ncxbh1D;4+z-zg^~94n=d5qIex7sE_O4svhqDRVgt3Gl`n$_kvr1Po#%^0w@!
zgqryUe*}e3Ar4pmtFREGXfC2>paLW;+a)K#y{5nKgzF~AqpEK3pbm8ULx`Xs^uhr8
zhl3VZSAZGli|vh&6ZieVMv(lHR|MN9>3e^^FUMvppDNtFjLZzQ+DzMl$6u90j{_2{
zmx>&rSO0R~wdHiHW`lc(eFh3wgCSsD4#lP)Z9j?Mxh`OeKR@Bat^b*F!R_j9mj6I&
z%;P}oVA{1ypE4lm0@T;9%>3w~Q62d1&c(dnm%*}*Y7w4tjUQVxf_?2}R(8eu=x5e;
zC4XHPNz+jrB15%PoUi>!p{rm}mXvKOc;~a<fMC&9n(#}rZ)<#2)7n%gJ&25J>t0f#
z4!|k<Ygaj{)ckw)xak_8l9QBg=~sNFuCha^`}eYw;)<0&R%<3g03r?pE<t6ol-VEl
zOq?}bHPC0gHQWvy4tx%>ai)uGix!L4_L(QyHXA&c%%gH6BSRy<3e6q?Tyj&{{kfU_
z2AQLyLn3nHfU)N<Jcn0{G;&^sI+CVoX%kjoa;|j_nrI}w6dpx%%Db!WsT54pxrbS-
zUd0!gG2_m#TpTD-K5?=})bNEJ%Y#u&N6hGyou^7NCpn8sQ#0-8-aOLr#sVnc;l10m
zwv=cd>*_Ttz7?i^F6}PpmN2(yY0PF&toWw*qePkU<F!qr+I;VF(ODAdoyor6QJY_Z
zW_IIf?<nFa%h!xf{Bdjl`Jw!I#(c&1oW6^0`_Yg0tN#@>&(bCU?#4P`Pwe58Zk=v>
zbcrr{{^pM-fJ_IwR_Hnhw7pW-I^OmuK);>$AXt=AL~>fvR#xmW@z6LgfA8;_?Wdwo
z{&(;B*vm)mw8Gzf(`W1AB7$J^*`tMipwn%mk=uc)SMy-c;g{Cpv&Y|xpPd1Vw`PBB
zW^$C-ew}3kN=xnWiRN><zJ^XUU_WO1eHe=oN+KC`!@{CSe*>;Jz4T_aRk_!iPh8E$
zE?ji|F!A$KKEG1Y089g}V=}gL)-B(bUO2=TU9|AC9|Rv7QtDl{@U}VnSS>v(hkXi{
z)|*)4vwQ-?Vj@^Z92k$gxbNxu=4=%gWBG2TuH|F*MCbE$eC#^w0KWUjYclIuke);~
zKUWWb9(_|^jI}Zy@wJ??fLJ%d_u0{lMg6bjJLE^0Y&bW(Rx_pRQ(fGLuR4)2pCE%T
zp|AZs)7VZ@;ux31RxSD1A$Lm!K2OgleMb8^>No76h&GE?zgBHbTfm;451o%aeuu94
z?U$W{;%CS0?~6K$rcqS>`7EgT?|`4=K`dDK@8Y2;iFTqfN|@dnrgVfufjRTx)tnLS
zYHg7?DXPf_?PT=qyU~>S{T5XDwCs{MLf51F3eKS~tX|R0Al)yzPPEAZLoJan*tNsv
zP%Df3RJAlVZOwWwyzw;i^a{68(PEtQ^g6c+n10`6^HGme2)!uZv9(a<xKVVqo&18$
z_mJgP9jtRhn1clzMHQW$WOv~XXcCe{^wkL>P|O$xaO382%xHW?I88<9IP<h)kDB(8
zzC|;mQ~Mwl?V5cbTE*dP_2g_V`_F(+HkMT~mQ_DC?)@(92USepNm1ms3y9j>G?eS<
zp26HVr;?y7h-QzgQ1;*LDx_SDas-=A?mCh{A(UXe$do2&DB_gUbC6<0ljX21R3xFH
z26!jn1&#mS>wa+iNoyw>ch5JtdIXnV?zx!2p_}0RyE$4d+_j)S3g@-k@jJSH)IOR%
z*53#_%nCZAVc%uUw>JNOP73=1wPoXo`*?CLzmyZphI5$OP_cJBUcbgVnnH}xPI8%h
zmN@cn4=W#w+sux>#K~m;xMa_=_6^i@^HAW3USAOLE6=I3BIlbGj-E#(S%;0^?Zw(U
z(z{u0-^aL>5qsO!=`0`ei)AVKB3xfd&h%5cb>1OGFA82~@P3@n=6qi>Tckr{?K<G^
zGx{-0Wz9MFbB>o4mJ|gN676Rxv>t5TKq$&kG75=uDF!Jlp>G-zpE;?%!Kq_56ns&a
zz)baFWnc=9j;30Glfi^WA=14*Tz}5WAh@{OI%s=yUU{#>SoXI(nwrYuK00$h%;o;o
zX7_kGnz;)rcUExS{f@X1Tk_(84tN0HGXeUpCe(~n3VPjqF9=?GmevN>mAVZkT&)Uv
zb0qvuAsd{s|GM^<+-?MVDCYhoZM9g4mwdR_p<X?<>PMq-t6{igHKEm$G$e4e2dSz8
zm6MjlewbUJ|CVcD#f1f&PWn9IZ7sHe^LoQtKI3Rl|En=O4|S_BXkgP=mi64us&AnB
z0Gocr+d6Io%k_ovKe1LvQdCERO=LqcE+KlJquT?~pSD>~`z&PPO#XihJ%3((XmGBV
zlIczGQ`?s_XxX2%x-d$?|M25Z)e!6@kpY$-sVm#CV5cC!OohMuR7XY_IYvzNX*bOH
zS-AQb_AxT7{1%_ziQro+l&fH#Pd%yb$WueE-_Zn*6Iw>M_~p!bBQUT)FYrk9l+gF$
z3W0IFoJ4k}w|!|)I!7I!ih7rlHS+HJ$ZSrD6U>KTMXSp@<+&!d%CCE2$;QWY(_pEc
zfz*W41M_ybh&pa>MMWASU=1Qd?zl9*(4<8I!MKl(I7EG(05|Tx9p@YYtPV;>be_I#
z?r2I|;rnt_SO{C}%VHn?&3j?M<b8l2uL{a-7KY#9%lcis*lkt_ua8)@hikp_Y{Xss
zOn_@o5ymMgX*JZXNl#ITTi}0rL~|cJ^kulG`mOo?2?_FLVIghu<3VqE#40#H?aO21
znt~6d+&+jKweLJb{mjX1?{CV}92lboU}fcLuqGNs@22$uEK)mGCejP^=q2JiOFe77
z@I+f+0Nls3p-3t!B0Bu8u<Np`WHh2TFDRx42h~-L>yrT9Do#r-)Hc2+A+2igJJPXV
z%{7iKgiHYWpsfEADuKwF#*wW)y<jAR{ltPKh343ZPJ8aNNUxoa8rcgKNWoaE|3$UE
zNQGGEbW=Ss92abGTnw`jlS$ArFov(a4gY2cY^cZ8;)s9j5h+b~lZ<b6L3>Dh9P(v0
z3gW16PA3~H;*q$|R#mfN{FB9OU1ImhwQ1PJ>iEgF3!@#5AoSYUn27wnWrK8&OS0#C
zqJ?TbJqMvS{_3YudqncMHFKH!f9!B4dLXjY7pRRWGdXDDBDm2nXtCnIyXos;K17jM
zNskQ<_>2ue);Z5iV3vykxyK_AD;P0|I_Rt8z8A<2=)jQwi6jI|U+F<sf!){&GzxqO
z+zeCz8USm68G*B~^Gr8XU|5hI5FV%+Xb?mi=m9NUc%TZS1xt=77TZ$+#JRXR`2p3<
zR=$nT!y1$un5*s&)lQxaf|Y}+L*9kBlH|wlE%Mqm<5nPos_zDT?lRdxMu-8Qd@;bH
z{YOEg9SiGI`SAHDZ^)1?;5KWwfu`rL=edc}IEjuT`&ZQZnu3Z?{``<@kOwq5>_|~J
z4<w^MA}9c}9aaGPAf(?2{sNjUG<2I$NR~d(2!)9ClUHw`oq+^Ef6i<5S8x+wq~-#q
zWV{iaxLGV_oaJj;5A7{p?4-?(Qy=Y=#l|zs$Y*YHTJhgB#4q@u;rN4S4AUA+y;NpV
zptC3L3rp-X3s^(#0x>`C+8&%I#~v<r55F87zAQI6TWHQyFY1U|kIDf{5bymYjkSfi
z4f_J!eEt=z&ajP;6@}PGE`aMZ8@L_Q!?LuD5Ic-8PiF`F3ge4TTZa@a$35%!Ww`i=
zFhlZQ^S6F4w-)MhW2O$WFA4-R-iv5d1no`8wrM`)1awsBiy!|t?D~)a5Z{UxtRf2)
zQ8b-bTLOzXX}vZIjDU{VArNGSwXy(J_Xse<y7LZ_ArpcX<DmxweQVw1JfM;DVZ{)A
zxn{9T^3Z^v^-tA7c*ZWq0$>La=RAcs{!uT2gP*FWG1WPI^yQb(uU|sl?E`-R=0xY-
z&*w4F)UT-_>JliP2m&f|_lo-!Q-tw`GBL8IE61q%T5G;?{PIzd?7t+!oB+j708=MT
z{+t#(hmqH4)^A3{_`c+0$_Vwyb2mCvtS5Qt{R#UEQmFw64Q3cWMNJfu|Lp~*B8mhj
zrvTd=QRROwkA?&J;oYJ6VCkSIVbEqe5jLWd=Ye!U&s3vOnU*kjb~rxiaV=0&fyFof
zWTC=tjCz54MHGH4`7}*=r6=Da>&~U5Es5E&wWn}*=`S&{lU_aed7_vP{xA%DOusA#
z#inFu&jK|E_KxM8YsDhpk|GcEu#D18S|#Wx+v-(bYd-L3j;nn$qR#c)nuA19rqk>=
z2gnM=J&JM#>n#P#Ddl$&*&b69swvDySMgi!;4fk2K%I9%n?VUM-ve!cg1{@F7Z4YS
zIoJCfq%hYd)V^2*s)GFmb*dn49NV}P)hHXXIskw&LVNKBi-Ezv*KV%;0_}oC16=|W
zpiR(*zSnD(LYIxV+$w`yLBc?82?)IQn82%tG0|Epi2&N(0=6~^>nxlhlnPWUG#LyY
zDB3zL3tc1xa|0cz0;4*rmnq6nYI{vft<PGsQyXK1qF}WUAp28?X(+}m*xr{pd7L-$
z^$bH$IYZs}uXV(h7{*7;TfC+lOgf_CMjo>fm8tL?p0+-Xyf4Fa7;QfDR*KR$pwF8t
znVQJqPsqb2II8QbhA|&la&@FCu~`Rn({Baau<`{ph1z2}6V8|TAPLk4l^}_(iWE)r
z9iEyjz(Yc@uCSQ49=o1<!a^>ExuI?1PWs;qX<+q9Du|pydk)!G0IXEtd&5il4g>M|
zIENEp(CRZam`YI&+T!e<N^|?P4q9gDR6h3KC2M8?@{2b}ER_W20)Z<0whu+7_}{F|
z<0&v9kUogM9-k{eL7OT7`!iNv!k7rgm5V<PWDsNkmIoH)KE?zQtH1GjPElNA!X6Fg
zANrjCMIrM@P0(I@M}}bZk3w^zjOEjbi5k6(!N0qLe2oR>5SS!wxc5|yX*fO|!*Ijj
zh{3Wa?cWA#OTJ43X@Ta(0Lc@=5kTOs{O-#++)Z6@0(8J90UU;;Z~A2ShYs@NWT0=c
zmW)|Rj{v9uL^>2jwAf#P8!Bsu;>bA|Icy9bLky!N{nf09?H^@@$eU_>^RRXDk!Kee
zda`5ou=fdiy%FjuKW-R)HG36(i4iVGBSMe^IFtDiKQKR`p*>Le+7bIRSK>R7r>cs-
z6vj*F6E@{iUr+{KsZW#2t)9@6pn-X&6aVLBB<jp~Oy${-gQPV`yzwi=V@KkP{+Jir
zT4GGq(S#0@){N<X)2+a}MSn0w19#9?CPn50t!<OjzDW}2u^H$4mjcfoHNlK4)`Bs)
za%)8Dr)6;@26yK?aWri_0YZj@iZ>I9E8e7X2O)2Y$pAQpJl7bb-P(PaC_O1h<<573
z&+{$hPL^+I#xx^^Lf)Az>&VwJZfL>E2nYEHwI&;&I%F2QUW#{-i%6w%8pZo3Ooc<G
z(DWU7`^4EMt*Rn%cvcgXQlh6alR8N04g5zH_W}_u^Gx+T`oqX-XCJ9RkHW(f2631g
zWl1#fNqL75$7X^+zc@A)+iZgBa~*VtiYVIkHa0CToX(70Q7bV+(xu){X>!9cqo{0Q
z=wbJoF>xq=YR{<-3S8zPF7EKc18xfXU;WQO#2{7p02l{iG?Gshy>Q)Ve*S18B3%Kb
zU;q#u=prEl^Y$FH?)V}L{w+~A+8eQ@1L6)64%7;qW1lDO-4)w-HUyml7bQHEy@H26
zVhHIt$RMBVX*n<jkRh00vgUu%#sH8<V#NAE?M)j@2n9D4D;gy+{<U4v3k8@1jC-4`
z)rbY*0L!M%LK#7&T05$cS&D*P%PjsJyT0KQT)_hg2_C-0HjX|1BqX(Kvl@K;E0NTU
z;)O^l$Zd?vA7TXMj}Q3-RtNckLV$Xpd`VGmNBLj<>`<3?R&WpouvkG@vZ+8@rgg)V
zB!tZ$=6Z}t1I(7V=c@th%Lu+kh%ZrsKYSw%!eqdl_FnPi1W$tCwN|MHFJZJ+4S*g=
zM?s!%tpn*tvn6M+Kr!IV$C1pplTi0+kGEJ8QzB4ADYTya1;zkbKsFS<aZ_ppv#<g1
ziZZU*GNXGO;?avIz+4GWey`=BRh7JNyJM~Z_PmiH%6pZE_*5%Q{cCD4Lm{J$Re1Aa
zHSgqpv?YOe$Sl`ihAeCb!62VLy*vj+o}ao|5m)xu4c-)&05ls`d#Riu%Vu2nx8?x8
z+b>TX<2RdF-<=+Dz~|~>@U({2EqJuF6g}5NfOc)B>|cGb>E;n&|Dmc!K+(Pf*aDaV
zO^z-`;>!S014q@1UyJNNywC@p1}!=bf7TwhVIaiVK+Qp(3Oyr*XE)==_rCRc`!4ab
zEPhOyhj}@?hNoDTW~2J<>9@q;q@c409Wkw5N$BMh*9DK}lcs%`4eglFDpq=q`a@yN
zHSI!oO61bP<P)OFtau{5fvej6g5>R>Y?j?kPI)r;dMJ=>!jP>4U$ySQq2Mar2zOeV
zubu-#hjpLQu9#*r^QDlzZ(UH)89k!nlZHrQ+SE5%82OE<MZ5vt(5i1t&0o^FN~q*f
zXY(o#VZ;eIO*dqiaR_+1e9q1_r;Z!;BJ?zZT1Mi@g_mrhV#$Rqq*~LUlqdFGYJLK@
zd>0&<Ni&l~O=Mcr&~ik6{uygnMg?uAlpMlKJeC;w<KH@`D}-~6E8>+XR&iBUGnEx;
zcxgxumq#;cYV1;1l~-0~SJv)o$J<q`RmNAwv=tILlBT`2{gHZ?z;j;HfuLQ|356Y7
zm^_;?0~|MHNXI5LQ=7p4nGeK?VeBVcGW>xywnb~ThVLmN_Ovxzn$;SEw#K||ST#7z
zONwpbI%d^T%cyp>En~X2HLZEii!AnH$R!Mw$`#Ey%L^{IR6UA-IiFijKLz?@;ZB*3
z{S`6N$|Bd;+S=0-&rLb{Q?kx{vP${WEAQ-HJ@!9Jw@f{n;$=pE>i+R}Pg!@0T#PIj
zQE_L_AGzf*+Em^cohii1;CHvsBeur$IDj<(#My%_V7~5dExjR`%kD^QL$3<CEk0-N
zr@3g6{apOl-yZs5XF&I$wi@eh2m35wYf@VcPI=pcOVIgmAm7Tm<{f<NQMW@&Wze}b
zfH)(zroyRL&Tu-Jx2LDm{b22@ZJDS1pSOwiWu!ma{37*e&GlQh0KIn;z<Rxr@pG0(
z1X`Vs8(-yoxkVA#mca<U_vnz1*2)$62zksqp>Ks|m9E3jyPs9qHU3JU6w31w6BE-p
z#7rayvO~47(P?~tfdB@zZXwHzHQbJ_Q>)Wv+eFU?t4dj^I&@8vmfsG6Q{!1E+$-k2
z$&ZqUQBxb$$vPTMx|Vk{6EoSrT9{6Ut3`E;EM9XQ8YeA$M9VX#w3D06YgY0s)D7{v
zE!KM)jFSGfc*q*_XtCVA`L`<=uP?0EqVDhMwb0c2Ei(t~=d>A+lC9Et7WD}ItpZF(
z7(T86-In7~?K3>r-R!#0zpult8yLQ-_Uyd&_^TUtiPVc8I^@S()!z6P<l!SAwq|r+
z<JWrM*(2${mwX0vvHo5ENxtV`G;<XnaG>LLqo^ai-?1XZ#yEIinr>UTR*u7~!>U;&
zBfatUnAa@f8%-ZJ7k^<QvBB6T`i$i%_RQT-d8I%vV*Gj3p7&1X*1h%!bp6%u%GBH_
zQJvM4>5t#MII~)e_J;C|c1zz=T)PaGYJ&y$Z2kF**_KCeE}O%)ooWmIM8@;E;5~_$
zcb*@{OH_$D>H^GGCFPb&X6ysjIzHo~E#5+=uD!uK1FvmTr`}hM-JVID^hw^4^~Fb`
zrpM^(Ek>Pfy`#T9(>&Zedv8~l;#<DdryG4^@%Jl@;a-BHKP_=m1@ngIlYKWIlGErJ
z>BrS+8FHw8z%3P(GGPG>eiUfjHdmI1xHVS}x;M4j4yHH#{%1LnWu0bQnQdFy7R5cS
zk*%-`ap2h+Cotpsnm&=*63n!&%)|Z1vsxf09@oOdWO#?f_s&nO_o){OK(P_yfq}PM
z^M3$!K#ISE`>-By5muCKz>2aL?49-=wb9;hf2LmbMviMPN8#d^OnHtnm8mAra7_(U
z13fuLZL@N%tJZZZk4V0FPGJ;5WvL=nqncEg>Qh5%Oiif;wWfB|kvda%>P3BN01crL
z@;!8#KzGn=x{K!15?V=*(4+J?`<8X|G;N@lXa~JXducy?K}YE<{lM|fWx7WBTI(QP
zOc&QBbeN9Nk-D@ltD|)VT~SxkRdh8Sr)%okx~{IT8|r4dweFxh>+ZUj?yCpr+w>?s
zR!`7V^mIL2&(Zhl`}IS5rG8wm*PHY<y;Hxf_v=sf7y5`kuFvR;`m(;J3rvs+H4&z)
zi8hn?f3%6_JB={4OdV6tG%$@!6BCawm3B0#rjHq7#+WSo1|Rv5S!o_O>&;8%HS>=7
z$Q(Au%_;M}`N8~XE}CD=@8+7xx3wK)m#`!4igp#drrp?XVYjtA*d6Uoc31A{&4KUs
zdO5D-y&FQND~(K7UXCjpc`zJgz;KZPBM2EVf{_8E7;;~PAnQeO<huw(zKargbEhQU
z*$Ja~idW&(l3KEawxKqv6t$=JET_qotfHt3by1~}@1hJcU6iGM)K8T|j*DpIvMP@(
zRuw3lvQ<UoyNIP}tOJ$s9#Caux~PKuRaKGcq8c(+RY&HkIApG>fy`Ak@vcxUyd_i{
zc`)iA4@O<&!KjA}81<3+q5*PWG(_%;M#y^67+EixAm2q(WV(n)j*Di<ZqXchEm|O>
zMN8zeXoV~m3CLp68d)sbAd5v?WU)v@7K?VsV$mL1EIJ^IMG~@Dbi}($$#`q26W&)!
z!JA5*@s3g#yq(k)?<IA^8%f>qE>aJ?h163w(v4KAZmyfFUK}U2QN4ANPEvhz7u`jr
zan#g9^+l$OejGpbQ~mWoJy50VVS1Pvz|qubHBe{jOf^VP)DzWU<hU4uTvkJo#p*Ua
zSI<?$INn;QhU*-iqcV`iY6S9Ejnr%O8a0Zeu;<ihy;*Nox9jaZcO0X4>0N59-lO-Z
zOnpEfP+7=am5rQL<B+XtJn~dcKn{(G$eu9?*)t|1d&U&x&6sL}O|ZIyW4MxPnki*U
zv1O7>R5RF)R8TXKiE1`7X55AMu;$<mthspiY98LYx(DxD&BvQo3-FHBy?DE7Au?Cp
zhkP1~kWb@&ylIt#oK+7XTh(IZ(|8d1G?pNr#zQ8@<fx^F|Ep!lr?DKFG*%#!#>2>@
zu@adyRw0wdBgmw&8ksa6H79sZ{FpgyPOHaZQ`f+zJ^`D$)?6}|)RX2{^Q&5Ca(Tw~
zl(}xMtEY|M_|-GEv5k7x4z`2Udb^}uQaxu!*-`3wJJyb6yIa++%63<BYivYrjZMg{
zu^Bn2w!m7y2y6Y4onoh`t!xX<tI2G7i&JT;Kvk#))uHB;K#7z@Db$T)^E67Q!8Dx4
z(0H0cvuGaW&<c*$x6sS9o8F;)^eG*oQ*@3l&@Xg_^0cKL-Bh>I?Q|#IO{eNKovw%I
z5qgXsrzh)al+N6Iy+}W(SLjFeQ~Cw{lHQ^JuHV<6=tKG|eN3OyKhP9?Md$O)hL~_u
z+Eg-aOgA&Yj5H6L73NX%l-Xo<m^aNn^SL={zA<Ob&*nFC)#TZh?byZb2s_%YY{%L4
z?PhjsyS?2-A^})81-oX!qEV5YJ_Z)ehDGziayhVEE-Y6NELSirS20+w5Lm9_uw0?A
zTqR(+O2Tr5vE>@cwofcq1T0r6SguIetSH#5(y&=&V2{ee9+iVViiSNZ4|`Mr_9zDS
zs3Po9EbLJw*rUp@M^#{ts=^*sgFUJadlUzIR0DRQChS5j*oE4#3w2-@>cTG6gI%Z(
zyU+l3p&{%-BiMz;unSFK7n;H@#KSH$gI#D2yU+r5p(X4>E7*ku*oD@x3vFN*+QKd*
z!Y;IfU1$%x&;fQK33j0)>_Rf^LMPaT6xfB%unS#a7rMeObc0>!4!h6;cA+QiLMkGQ
zUeM~^(C0qT<TPk<U+8T==xu-KZ94RJ0Q7bs^mY*Rb};mI2=sO+^!7IB?J(%=aA;`;
zv~&ctbR@KN6tr|SwDfjp=@@9~SZHY`v@{D^nhh--2Q3{BEu8=@oe0gG<Y}hmryz=?
zXsSeURGXSnD{4y}s1tRip45l>(;&KyM$<T&L^Eg(Eu>}iEN!A~w3FVZ_vs@#OvmYa
z`jLL3-{}SwXj?bdEp%JmQFrB$@1y(cL3+5pU1#Y@`VQ*P+&q1sen2nNkLV}#^LmSZ
zS-+;=(I4s0^<jNfpVVjhTATC@W0_(m%tRW=bdX~DnqlSvv&=kVo-ogwZDzOGYd$eY
z%t>>`{A4bhE9QnNux-1T9cGudE7{fT+ICaBmEF$n{6CucKbraflxA8MN4u)B%2w0V
zTk1n~NS#pU)UPVf@>wOVa#mG&5~9lSEW5g@!}GT0Jkw5+jE`2XWPG%)O2$Vk&)&&W
z?z49>I`%t^k4O$kdQ@^i(&Lf?Qr`07x$$dq+@IF@2I_nZb?!l(ucOZ0sPkRa`5x;0
z0Cj#?Sm)nRr*QiVxdVmVM}^$Sh1@5F+`&Tb(?agEo1DvSA_MMCaKzd=n#S^k_H%tm
z8MY!{DIZ&sW6EV~a#97ew?Czdu_b7)<VnUbp83ibND}evAY7HVKgX(*F*Msg<Z-6*
z%`!6yS3k^uE#&#)NSsqrm9f8I+aYI2);c*Je;cu?-s%YzSYaS5CJ1xwG-Md*5twZ^
zM&6I&RGg12O{MXUNd>;2F*Js2m_k$diaC_SR%r`uVXL&8cJqCHN}tLKIG)jF$^73`
z^2u+AKCZVOk63%vP4!a~)hx9@Em5o0(`qx%i*J!2+|4(9X4XG&rwh4n!QFhWa-7>V
z-aes-qn(qCaX99?!lTdq33siKJ736MDC8~`a=-lv_w!B8-S=;=@sH<n-v)ZK1eM_4
zls+Z&>CIIu(x*21)JKbHG56*QTERA6`ZtJU&6nB6@1uQe<E58F=yUp<ZTt~BqCz=3
ztfWeCgxE%vG>Ilrg>jt7Hr|Xjqm}$dR}0UujS6Pjh+>KQ8o4NsA`9g)<e&VCaVMUz
zNH)Uv)RR_{m11?XQmr&A-5P8SvqoBDtZZwdHPxD7-D%CW7Fdg{#nw{mVQaOu##(1R
zYi+PLTU)JHtX<aMthcQ9tOM3T>yY)eb;3GreP^AwE?K`?xz=^|>GEtNm_m7O9mRew
zhAOj%tHrbEM(o{MvR7-*-mD9IvEJ;x2C~=6;6BRa_<J&Ys#)x(?qO-qp(V7O=ev*5
zT6&t}@s0E%ZI?{U^akx=-}E7UOrNn|`kGGAY4%Cy*%$pvx$K4fnzWB+si8b0jpEs7
z49_&H^Q^KS`=fZ>l08v-oy<O{2m79W>~n_d4E8pedb~vMdX~Oh-@`s7M=#OK*^@k`
z*XpO)i)_>{vj2Ehzpmeqx3JyLOkJ3|D$99?>0PG1Oz$zh&-4M)4@~Eoeq_49bdBjc
z(+wup1()^G<?(QfF|loMYclazy0w|=Fg0Up&eV;mJ5vv)o*YJ`x~Yu4T*=7#5ffW6
zx2M~i_eyrweM}!R?Pof`^a;~JrcaqZWBQ!w5Yrb-UostL`ikiY)7MNFnJzK?#Pl=M
zFHFBO<um!23ivu~MO>SSZKCTiu~l$`n1Y#DBHdC<!<jOeMlg+Jie!pnD$W$j#CqbE
zWC~*nXDZ87jwza{JW~ax7^aF$u}qbiDl^q(s>f8HsR2_%Cbo5MW2PodEtpy|wPH$O
zYR%M!sV!3?Q#+>iOnsU9G4*FkXBxmXkZBOpV5T8VLz!-48pij1ndvwANr;J<Kgx8B
z={VB~rjtzHFr8vL&2)z8Tc)#2-!Xm9bdKqFrd+P03R6|4YE0Fc*tWSfm^v^eF?D20
zX6nS0!qk*0p3l9)B+tl)2BJzLd1ukf>KaC2fqbqumE{Q2M-{0eTN#NegQx{ZmBG}S
zqskC!$5CY{b)=3QH%jyvMngDy45tw^ifx(XUM!91u`Jy|cW`_t(PK2t=jgFKYvxjp
z30KlejsqoztU?=T1IK|9NmiqmIFhVRJ2;Z8L2q&-S&Q~^Bw2^{b0k@hzTil*0UhN?
zvJsu7vmD(?l-N`^<0vs+x8^9Zx$eMGVoTkbqr?Q=U3cdwPGY~ddOF8`iF!82e(m)f
zj{TDKy&Ux=>xVe%>!w$7)Yn5l&QV{gUa!}y-iZ48=xrSJrRkj<_4U(lv+kzr{T%fT
z)Sq(HH&}ncQQuH~grmM;`Zz~@8Tt%IeIxZnj`~LH%N+HM(bqWY%hUzzR<liz2~y(`
z<4rK_O$Rj*k=|sJYI><Di1+R=Lpa`>X2zJYY9^w-+2$dR`tCF<%}RAQqP{t1Jx6_W
z%}X5h-D6(ksBeLJhoioQ<|B^!7Ma5w_2ro3=D1pnc<({;i}^(@L0tEcU4rAfrFJC8
zb<6FFc186tBD$4!V~*%n*)2GtTWz=Hi0(1FgWW-`L0tEQ-PP`@*0S6zSIO=uceH!E
zJI1}ko#sw=XSj3Rx$b@LBKJ}EG52wIjr)YV)_u}l=RW0*bu-;8H`^WOj(2Cev)tM4
zo$fsM9(TUGz`fU9=-%(<xDU9C-3Q$z?nCZUcbU7~ecFA-eb!y?KIcB~Zg5|4H@Xwt
ziSAwQ-R>lJvb(~4*j?$aavyP5yHnh$+@gArPX+n3AfFoYX+u68$fwKlIfP|cWHJ~s
zSqw560+}q%GWifovPfe%OXCYF0&*1zxr%~Zm4RH9gItw|T*W}HDnhPeAy<`IuI8w!
zi2SQT2C72_YCr~RK?dqT2I@fu>O%$^VB8yF+#6%u<1y~dG43re?yWG62^h!L7_T-M
zueKPkc068fRR@ez5=N@yKm9@?zw24{jl#%Fqg;Ny`x5(`a!<yR_Y=CrBDY2%MPoXN
zJbdg^pX0uj_`^l~5ril&nBJjxxNjvE2|+9ph(hQTol+(A5BdjHQeV+mRG7}!`5cAt
zltV=zIw@tknQki5JY}9zQD&3bq)M9|W``<c-ZXEjvSy#zr^=bn&F3oG95qKdQmJp(
zR~77Lb~6=Yx3*j3TOk#&E>>YhtcCF=jJL*`SA*5AHrBcNu)@{B+Ey2<T7$5jH5e;d
zi(w6G2v)Ba$B2evL`z^q!!V)|7|}?KXlblBErYQsi?Jz(u_=$SiNOlgidcIZ>o#MH
zT!}SiHAm92>MFd*IK|8NPHwpeX*~s2>`LnmT5qHEKD6FJ>s_=y2(1rB>x-fFA>8hZ
zd=HoPWxj`N`WoLufiB=^P}&`ac87C|8><LzaSM){rNxnGaTHoy+HKB}L>adwd&aVE
z0{g{sZX5QB(QYF9#PV)?_J|eSB=$QoZZdnFif#(uVJusOMSPz*ZjP$VI=)y{VJ%;x
zs<NIhRn=J2m#gZm%@3<M*5_5K25a<cRa1WD^J!lUe&xF<qu#33W{}<(tgRthV%iru
z0xM3jRyu;3QFHFSR+PX;wWUOs+zyn)ebrbu=3Z*5n{qF;&@H%^TIp8YOKo*q?xl9R
z9rsd4-I05#lkUX5)Kz!mUV6Yhz;gPad64CFnOVkiDl0W2%}?fM?w`(f7uGZRa>Px4
z%I$}3A!HxccxGY(If%u=_~7pxSO6E<euMB^V=#O{2y*@whfN4Y=HC){0#Fk9f5Y6)
z95;r$-8iBv#Zg<TigJ5%+*Zcz%h5<VH=W~<^6nsxKw{jX9DBryP3GQbo6P;rHko^z
z?JM^++gDXf>?_Zh#a1*aB7-gDw`Sal!aZ1MJ)x}{?Za=mzAt^h+%ih_aJGDD)%>e5
zzzAlU@wjHWBG+tHxQC69ucEKAQod%smVBkc`n`3@$Q<0w@>_o7ER}a3BPo)v5>3(E
z+md_UP!(bgp*X6+y<MB?u#M_TscfD4P#W8%TeFysWy>#l;!DvCnxP_j_OMVzAuD`o
zdX}D5WoQ#^;z&mF!IwiO_-J~Y-sVW=eR`kmjpTrjp~G~TqZ-Nn9!uZTIaP^%qzfF|
zNUry4^b7sMQH|t!kE1Jeg=3o=l&5MU%X@8YX-m~XmiM~a(T=L8`{*=PU-#GjRYN^U
z4^oZva6Mc#*0<~1Ip)dISse3B(vvvmxkKNfn(3K(CPzMZ>AO@5o^h<@_(!s6x586}
z1Uyw}gQp6K`lLS1@sH$UPe$hTPRO~QVv3n!s<R0*VX6yqu6H%1O=;DQwJk<<H!V#|
z)x)Hi6xGx8HGNg88D@s5UdWQ(+dOI>Rej7!^NmVF2K0XBtU0Uto6F`mm2R$>t7@RR
zVe-^qQ(y|zP@Dg$+we?d7@j2jlcYgIG~~?`$%O5LJ~+?>w=nOiyv_6hB%?L#!YrQe
z5|7UR9bYD1EDWA29G)uzo~sl*S0p@F6g*dHc&;+=TxH?2%E4zv{{>z9L&GZLJ|!b9
z(M+196lVAIm+H7x$J_oT9oN2J9iFZ^#hqC80)KP=u4)(2$86M;DBq`m-YMvv1-&Ea
zoo5GpumdjaKrrk;2=p-&`dAV=7|z-^i}g-)rz~_Q8oE;fx)TH4sR-SPh3-^>?o@&9
zRE6$TgYHy^m5+m!uK_Dx6IQ+!tbA=)`8u%jbz$Y}!OGW%#x;b#G={!3g}yX{zO-Py
z2v@D47j2;ziRkxs@D1(Z8#=%@B*8aygkB^=FFHXlQlJ-Ipch@?Il4hRdO$l;p&h-U
z5oz!!{p{oRNtKQ#L(->;su9ohs0Oirq&ifWd-fdtz&(3`E^^OG9|hB8y3Fz_eH231
z=o-sw9_6z)lRhe``5(tE(nsMsNC&Z`%AJ%lWldR@)NjlwmQ-n98S}mQUX_K!94jI*
z?YK3S{!^`SvYl*I&YA2?R?*IMXSyoy-09q@Dme3;c`C-a-??8^be22IRjjkxS*<EL
z>zs9}vh#xTf~w+dcebml&Ms${s^+}qyrru1om6(JIsI9(2RH*%V`q>vS~YPpolKR8
zE46bbI1^NRXA)npgEQ5csyaH;_^QdyOlPJ_ac1+iJ3DtfcdM?>Ty8-(XTGyQ^>FTU
z?o+8~O)qD$^PuYOEOl0>G-su=Ql&eOaLWcbk2#O2LC#udts0D04so7wo>4=c=bh)(
zZD{c@XS1_e4R^LWTU7>HKf>AJ>`)_}oqP|YoY$S*>UQT1=M6O$_mdgWN%<;6Z;aK=
z$Vhx~iWPE8ncThK+H*^pX!9$95_v)!Qp6kIIxCPTlmvUKVNVUEvL@S<#+vM-bV_GS
zI+zBt6bz@~Y)R#ra4?Oh@hl5sc|&L(&0|>*`x}a9nI&L(OTxm2;mKvVp0DR~bp3*U
zfh8iu6laMLeJhQ5LK!^8EbCkETd&Ibp7%YkqJ4XPdsTVg`#$!^zJ0!ZD#o|pw_jEC
zed7B>#Ri@^|Nn9)GA94$@}OHv*4(#&EOaO$F{9PQTgt>6tqPP#t775FedOc*txxs2
ze;ZQ6!rufkDU;_d#dI;Ax7@4m<yd@^-o&kX-F_WkSh^YUQ(%s+FypfD>lxwKGyPxe
zeFt1r$M*l+xn(ZB3QJ!Q5dn2UI*0}Ah`o2QVF7}~N-RXd-g`ytiWR%4ScBM!8pVd1
zs4-SF#u$VDa}SG4-b?;@@AuL~yq`1Ny}QodGjry9zGv?29DI5v;L|e^qbv!ZK{0#=
zRs3ARxs)|K;=M&cjb2<4ZmFk7^`VcAs4?_z1**af?2edwJrVjWg{A`5PNI{M`^^E?
zw~DR>7O|0T2D{ltcMw<LetUqq?Wb7~p&h2jh!-%xT%rL6c$WA=ujdhe;DPxh5P0BC
z5(+%w4)CsT_<O*+zU3bR@A`=^0w1Aps)oR+LV$6F3AMl@G!z;E%Ze150>4@+ECXh>
zLP!TrwN_Y1+5n@-05-Kv*iJeCuh>O83HyaC(goN>Ht8lPd$RNZj*&~Eg>%Ar(i@n@
zMbcNeDqJTqqMsN@28khJnDT5+%Z~n)d)F()n>eYtl&W1}8CmKx_5TN^rtpYK(otaa
z%1(8`N+t#1`^q=eFZB%#;B)fte1lTAh;>U?w~~RrGA-URQR!J_JgcCW9iV3=9IG;n
z)kL`Su{0URt<t|n!20IESX~4CYX&2BGenG;(7zS1XRU$t9Rmh(5_;AS`_utgUp{aT
zr8k|iA1m_D`9k0uKk%=CY5WX*T15~AiFjgfR>gj-E_4t&5^tfG(3{l2-t@zM48R@?
z!oCZ^UaN`yRSTHmby7#HELJArVs%kNB7h|ZlKQ|B!$?ES)7!Yz*n5d>))4fs^a1Fv
zXzqua2cYIbsCfu#UK2I1g__qv&FiA(5vaLhca%9ZS3=}$`N%KWFz(1jlr<7=v>WXP
zZJ;1EhkNT$L|&es%ufd7naWQE<eACO1mu~`&nAqY&(9|^zmQ)@^!TOxQlif<=a&-$
zeg(gR81gImmBa{l=QBp^HsLq%fb9GhehaXcOg<BkeJ8&YkbN(|mss-q`Te8<e}F$g
ztoTFxA!5xR<&P2-f1E!~Z1^wuFNiIFl0Ql8_%r+&V$YxB&k+aFKr|qZqLFAsoJ2Fx
zjHpEm(SkUO)}l3W5p6^pQc<)M?TD-BAUfbKzb?1~T*)khL>VIN0O)aL*Ebo*jUJ90
zeLA1chaO)@7XrpDri-E9m(gY5sgyn8OmH_iQ~n}<3G}(bUj<FB^EW_;+x%VdPDbFV
zYy}g+gxKMpZT7fZn*;9C=7>AAIpN-HYTT908TVsz!JXJD;z)HxEU1Lz)eU!LtBj-8
z9Y<{yu`V!Ok5WCEggvROLo@r$NJ5DiB#anjjNtV#f;Ye?q=x8cj4(<tM$T!1@qsC_
zO*6CzbL>wGjC3u3a~`5eDdxlDZj3})1)iBo#{jz|oaIpVAhuWbjsws6TKTm2GnBEv
za;0Rx>b+;B#SvVj&a=`ne8exVL3{9N+AEZ_z&VZ*&Z4vp#kS#bo}wg<Rc0khp0g|S
z5i)WRJ)Dow$9UBMqbWn==D*!eN*ra5tlR?QC`*i^DqtLCg>jTM#!)Jaqiisavc)*c
z4(BQC`7V4H;()Uij(jv9O`LGHLd_522LXC0Bh3ZJSVbH;t~h2Y;b?KgaZ(xAJ-Fk#
zhblNv;enC1C(cuN;e2sb^q|#nR-!sGDGkm|cw-#ygEJI00Dn3VU!14#!zbSU7_9|h
zv=)fbS`bES!5FQDV6+y>`amR5ll5c$NEpTgwJ;v24gCIdhziED@ema#EI%Asegv@m
zDG(b>W78lun89X{1{j4jM3&!(En!PYW90fxkn2Yx*Kf*Jv(*qSD2%@uGXCb!)8=4x
z10bT0RqO`&9Yub}Bfk@n--*cYB;<Dt`JIgXP7nE=KJq&Q<adV1?~IV&86&?lk@BQG
zVk%vfE)ugc!G{0(HZ%D%c(=Sy-baiT_5=Me9M@TlKwKJ93YVI~`=)=kw)oo<Lx}!}
zV6N<jCa96u7voZ>vQq-yOO*DC2UyH$U<jqJS%J^p&hOz5YOhk#Ks#5fSR03EM$zVY
zoVOLw=0u#mmC*7S&c@1UReESu`iOM~Xj_IjGi!u1cg8qBYl8E4rZ`J$hBjx8bF~&Y
zmuHFCSOKxo3g>ODab8b_v$r-lyJw4-X@{0-k2ARrIMe5d`00fBsYWbvMl5pSpYl(U
z1w97@Q=Vp3!nss8oDHmuNac=5RRxjC1Ch!Tt=tQdswyH?HAJfFh*TOxDsMz8ABX{#
zB5Pa$2)0&Oi`;P|AlNox8#2h9fMEND{m3H^0fHSDjw72qNkSn8IES3_OA-b#z*S_H
z*GO&AQ}jfBRUP=1pXdiHQ<;T~fY=~})Wf+*g=@LfKpF(S6-sLYhw|eCfIWrqHGwhJ
z;lqhOpyzaABs>$I6H~FV*o2r%YDrBjB^SwsRFEo3Zp2EeB6$#%R8^`5<JepBff4L0
z`NG)sm;8wnb7O8q&D@zgab_OOgSap+=0z&9YOES@Wg4a-m6#9nA#Ti<`I5@)A$v&N
z*(3IdRAEop6XL<1v1i1S6|zF&#a^<Pq$+#GUXg0-HG55}%YEcNL?ic;`w?%szucer
z$OGkpq=p<T#}Z#TUXCYza)O*d{N+SB5uYh>V&q4x`Nyk24|*=by#yZs))nuy&`kLa
zr1V5G7Ztn%Y?EHTzb@#->-CqXF=a1}eT37~{SRtjtgr0g1ia1Qp{^dIw?=A1-0hHX
z##C32smj#c#NSxi5io&prjELL%-WhNJMgq8oVky#9?Pv37tNJDaOx7ya+j_i>p*KC
ztF{%C|KUM6>o8qCs_QCc&nQ#E+3eBPV|U*6rLC$sa<aRutH+_x;gN%>z4Ckj{F=jS
zT|JIzj;)KIuQ(;?>QT>8Pg5&1h1>CW+VAUenc|Y-GR8%zXA$8l_Iv-1=sLkQ*)_>^
zh^w;Na17xp_0oNZTfCbq!C$9Vj?{fe<)X^3D=Yg%L=nzCU-unVW>lF}Wn2|ymdc-S
z9s_mX;pyh7_O$i1^iZA#*%QvIq{S(5{hg;likB%_U#WN&hCbz&>njxxVt~HG5WR*G
z`U_+96ej2+Owl`-p<ggZzhHqL!4iEz1;l?VM1E_;d=;X-4dT2lBD@`9yFH@11LC<O
zBDoV{xEj&h8FAYM5xXL&Rq;2Ug(`kjK;J2%*Obs-GW3)(`ba(Wj{4{q4bUSRqAxT;
zFKCSZ&jdZ6Df&D!^mFFu;VjU%S)y;NfL_fC{h2j-G8OtT8}web=(p_9W7(sxazHQT
zi2lh5J(C)Jk~4ZEmonaCWm&g!Yy7Z!ti=15T@A}^@<Z#fU-Htjt7o}oet11*fve;R
zwV^hko3cKh;#zi|ZlPO1x1Dq+=yr%60^N?&<DlCqdJ1&AL@$AE*XT9SO<B2aAgmTv
z6GLH(umz&3y~18%EF2Y%5)<K!aE6!)UkP6kGhD-MUT!BJoSl?lSGl#6Tg!jz@BSW}
zDZ8y(u3Nco<+_zel;yqmvFrBn#Fgc`eVDqHbH8$H`7mP4vfHj@S+{>eq-j|Cx1qSo
zP{37&BCax&aFrp$RfaOIGStI$d-}L;&j5crWr)9#GA`3SRkn5e<7}Xu&3)Lq{n3_C
zZVw-}ZhwwFlv~Azty?)~_$SAY<=*_`>!b3X`mlPcyubdO{^AM8C&9O+5l$%Hd!f0q
zrdgaM?0~CNpw(x*zsgIer4!;a%v8fkdGD`tOas@t7VqO(QiEP&ITo%qCY)Y#T@CuP
z^rz@;h3meA(_f&gL0`#TXHPhT)4Cdr`Wq^_1ZBb*#p`M?F*h+ZR<dXo63#@WtHI<t
zT+1h%=^kAT=AF%yT<a$YXWmm+gQdQuVBrqe;XW))bv0NjS#RN<DyVfeSou~^vWAW$
zoK>){2J4pAk=DxkbkNYc{rl^JDp3`y>ZejNEVd<_YJ{$C8)Y><h|L6D-M0QVN(Ohh
z6WdT--L_9`AJ{G_-c`-^rLJzf4R)*Smf5w`u72ODtJ_{_^#b^-yF==raZpx|Lu)$t
z>*{vYIC?lJ`w;IUoTKhK=cxP=c^ToH+;ufL?Qxm}uRxp*>S|E8R7a|n_5O*3Q|mP6
z)XJ*<&hR%&SA(;wv+~J?gmd=L)!;nOd4{u6vkzQfqSMdCQ28N-^PA$|v$~jT-znQ8
zzHF{^DPJ}8N3~`7I;=mZMa!Q(lqC*RmRq#kQp@g>q_T*wW!YxRW{-Ugk#*Vaw~wLs
z%5^K(?VqJv`KbGlb^Cabv;4VZ`FfszeruJtS@~13zXrp~#uL%9qDNWO=I_;sVU7xd
zIVvdbZYtpJrXpsEkZ{*f8FvlUE90o~-?YTXfTI6>dz81zzmAuG{+Rx7(C6<*%aW`Q
zf8Tfi{o4Oidf}hqL3KL?7q35Qq1!2#OXep0;+hrVxmVm<O0`$Z<}5QM6=-wX0<>yP
z+rX%9&9@<fuuxbG<N2lVJ+PwJ!jI6#Z-t+U5$=6$f_q<^O6#Td#7x>KZ6xN>CTSC~
zkhVx$h^4em+D0m{+N?IQVs%+vV$C901W~d2tUj?}4Ov5C%Nn!B#EwO>NX(8_Y!Cm8
z`}n8ajk3RXf1=x8yCvL{G3JONm<xttwif|&yGWSNMaG@%^>KfC1I+4T2-XAt3#`Wp
z#(|R0#T+xaSc3Jm1sm!v^uXMZdfbngwZVt_LA^=zGpKPnO@|sCmHeDS6(NwQg_c4q
zq7fbmkBN^MAvPes+HqnDH8_&uy=Gg%IfuEyh;qN&6Yd2eLV_?1+HIsT3dZLcVGNAM
z&xLVtFR8)=Vkt(6&4`uQLTpJ?Vr#J-u@yUr9f+gYN$ds|+d~{kT*b}eW}*?did%^{
z)a!$pB?#?KqqX@ZB+MqEkJ%&)Fq?!SW|J`Dllk$)n4iK=2i7r*pG&Ox1^i-Si&+RA
z`7}PAIPt6a)x?Eg$8RLA{APX|ap!mNyNMU(DAe#-{6XT)XY+@NFMo_bM*R5`d=3fV
zbNN#wm_N&3AfcG2qBiEKsEc_jA}~)yebG=fB#lI4(S$S>%|&w(DO!pZNK;WIsz@`@
zR<tF}MSIbnv=ALdC(;u0PP7*HiCLtLcu+h@+Kbs@Ht8T95s#3L;xX|U=_H;IPms=H
zj+jHbh`C}e=_;NUPm^xqS@A6CE}j?9lOAH8m`8fbhvY*fT4^t6-&ApeI8mG=P8O$#
zQ^jfGbaBS}Ycs`J;%x1;IpSRSA5@GLhY})=6jO*kDc<>gs4_N`m7yd7{JRRU!;AQn
z+N3dQO}Y|gFI_=Ct>l)#vor6{&b~i8_5SSK`?K@!&n~<_`||zSMLbh7`zY*`AUoxd
zot9*7DxED+VWcHlCKUcD7vH&@M~ZU`Q&OL(C0-IFQIaGk$&#L=FBwRNl96OAnMkIR
znPe_mz!gh4m!%4lm1HfcBpb<AvXktgbdVfL*~mlOk$6aTq`EX-3YQ|JdQyF<fz(iH
zBsG?rNRj;4{1g5q|3)BEQ_(~86@#THshJ!g2gxCFO}Um_M-G?k$qnRGd7?a7o+?k5
zXUenXx$=DSv1bQXc!QFE#Z<|xB3;*(y1c-bi7g3+QB$8p0;aczk<$xsJ|6Hhi6oN=
zWEz=67LhcvhGdZKWDhw=j*(n)9&^q@ZIT*GXDnT?48SrF%OEU+v8;$?B`hmrSp`c^
zEURJ}f@LU{HL(oCvO1RDSk}U_HkLK8^u^K-OMj*On{pbP5|KGG7giC(mHa39Lam4l
z?Wl(KbAfgXg!cOXX9HGxl8QfS^O7rBcQ~3&dSZ`UCfCUwa*sSDPe>toMcx3&NSq;O
z&Z#&@&V_U1Jh*C{FBiy#aSgdBt~J+@>(2Gz26749Fm4p^%@l4DH;tRc&Epnv%eZuI
z4Yz^Y%x&j(aar6EE{8kIUF7n)0`4C7h%4k?b4663GBu>8)RL;GJylaz>Q24DZwJya
zT9?+RjcF7xmX6>V`_O?jfer(2K8B8?6QDKb&_y&2@F;_Br+a7?Fy43EJJ8pV8bWDB
z!ET{W;6c(PkjWrZK&FCB1DOtey-HdIrNVZov_@J3rNViryh+{!<z{&^d~Q2PCddwu
zols)}O@Ol_a5j-ngm#@(e8B6~6zYMy$$)Y@-45kGx(~`DRQYrc&4Kbf1<R*b=oKgn
zXaUqT17s%1ERfkCb3o>T%mbMZvH)Zu$Rd!%AWJ}&!kw;@)<LPTGb(S9w?Mg7-U{V5
zc^j15W%zzMQ_h5Phr9#I3>ofA-YJ6)@-BH7U|1TT24xnX1vTyh*$uJ>WG~1*ko_Ra
zdj~)cf*gWRKj0rg`IdhR)&u|G>Uof(Aj?3OgKZUwMetrtp(d0~geFk77urJ^Er92i
zHb@(wRM;dZrGcyfNe5X8S2HBIL*$rL+AM8`Qem1@+A4uw$Tz9HTiy-j9$C51Y>>mG
zJU4aO$xY31DTq*yAYS;t_!K}esStXfNH3I}H_}Tb!;<v9!e*pbP!5)UfO3-b8p<`&
zk5F!s-awft0hgk)C9rC`U-}u!qY_v#Jt--8azUZy^eR(wHr{4HmH2O&lF8y{1_&%f
zG7-uZ46s$$$QYD68SpgW5YvP5Bm=w^zGMbaUSohuVgNIOvL>-0?xY&T9KWL{Q*sOv
zrsRq;Vy22d%uLaTnJfA*3q>Dhsp!KLyWhkV)XQWFgPYA%iayLn(TCY8`Y=1x#~$@@
zKz$rhA1BmDt>{B^xhV|^FK1yE>VMCF{onhlEYgYfVFOtlOJIp?D67QWSY_tU{Fpxr
zV1cX_M3Z$OmTbzRSToj~b!R<UFE*Sdu~BR+`<zW=Q`jsvmn~q6SQ=Z&*0U<igLyJ9
zR+Uv_K`fYsuuv8bacB$HlC@&3SsT`twPWpB2iB4GV9_jtZD+k%b*5o8Ss1GavFc8?
zhwWq8%$xbJ1`xG2f|#`lM68`yXI6vxvM#JE>qg4+ZU1@swp)|RtRIVI@oX^rlnrAe
z*k^1sOJ?KQWHyb>Ve{BRwuGg#)odf%%yzI{Y%j}VM_7OM2^+#jvN0@`&0zD{GPag&
zWxLryQkJr2L$oItk>U)|#jhMoW+3Sa@+o;nUXs`3t#XNzfvcHvmcZ8RIW_0XxpQ8e
z2KibjSDT9f&KAiv2iDe}>kPcD7uOG%TRfKt+%1V4!;Rx6a8tM$+#GHJw}eaMR&ndN
z3~np8gWCh_Et@+A{OvS%9vIve?mBR|uek@n;+}CYfyccCKqz5yR@9a{QWxq*J!myx
za{e^96qjpB+X9>GN_)bX=ucyTO%0(V=qQ>Do^}$T#w<DySlu$34!mvy-3&Zx7qF;<
zz@Rv3pjMh|Wsp`{XeCxFEwvJ-l~!7b*Gg-xe4>>$T1n7KTdfS%N;|D2YNfqaKGjMG
ztqjphN39IiN++!h(@JNp4A)8*t&Gr0SFMcHN;j<}X{EbXKGRAM6eTWe`zu<F(n?RQ
zjMhrDR>o+hmsZAVrMFg+wbDl`pKGPBR>o<ipH{|eB}OYLTIsKqRILm^DbE(I%NC8X
znKVI~Sjq#dh#uu3-kDC<3*kb2p@q;@h#~(=W@v~Qi~Y8IMDg5mwybdI|4Sa|d8DCq
z8IG^uxB|yj>8kin%7^1R9M|Ab{@#G&CLFimD1hTO9CzTj3&+=Rd;`ZlIIe4t`*0}l
zDgXZg9LoPuUO$B6J2)P}@feOLa6E;B;HzhFJeQu6vY(xqgXr81*kW7K5%^+H(gzr0
zEJ*;)ID(7<)|f&j0dJfIy|aX*14G_GHUmfAMfL$pK0;0aPd-cXfGOvbo7!lfqktw9
zuz`nh&cj&dAx`EYM&=<V<slyBAqM3k{)AWpGv)FSvGJ=w)`4sQfmn^-%0raKZ{{IR
z<{_Gdh=WriOC>KQ50M&w4CDkz4oEJ@SrCXFMMDr{5OWYq5EY0m2*mB8GB^3LWSZ8H
z3eqv@xHLtYD&<P2q*c;tX^pg2IxU@%&PwN`6Vew_j&xGVkPI>RUzfMJ7?tv*i@F&j
z?ip!8)<NvGmF&<)UpeG7#9tT56>^;vkgv%Dh~fTbZUU`hsN~rtm;;)+YG-UH=E~(L
z*e5*z0yap$1StTy3!>~6Q3#^!@9-Kdj(|`Q2?Y2T?+fA&5)2XwQX8Z$2#id=AqaSO
z9=tcNj3@A?JTMj>+6*j^1Iy#UnmDi`4y=a*tKoR~USQxH{{ZAWXet4O5l%h|e`|t3
z{X!FvC=g&B0x$^y{I&qTSO7f)7^eb^Qvt@Q0OM4Eamv6iGw{6(d@KWo#9&M_@WE^X
z$Rv=dAk#r+g3Jb446+mi?vbqkfw9fjfWY`>8%TLh?2jcUHV6K|6ugTM2_q1rfp>`o
zuaW}ZWEuF8UEn{?g5MCu$l^m7Q0hEZcP<u`I=@ru{OeNZ_ez~VD0Tj@)cK=Q=TAzV
zKPz=!SnB*`sq<H*&VMX*t~@pSEAl$eAq}{9l%x987-Ax2cH0r6okWOqQt4!fbLP<1
zbS=%m7-xqve@&0jV>E~6(z7&=UZMH)CcVSo;~(<R_(J|Q|CTQjs2~YWLWodHXe2Zh
z+6o<o9zt(nnUF556EcMD!Y(08$QDirxx#tjqL43K7rjJ{=r0C}p}-x=Gedt^nW3W~
zrs2SPRA4!Z-Ao3XSqt{E18n6O*hwDP$Q`f`#X5?>GHQWMbOd`y2V2+$c907;a2@(T
z5c|F?uZk>hssFU4B1uI+C4E37dqAU9z@gRJ=VwO%d(Hyx+yu;d#=ixuQIMt)piB=y
zn00_IS%56(g?zvie=)R-t{&qcVp5)GhmpFZA=uS_5@#&}?+6hQH9*Em=>$4K%QZQ=
zSIacdX_@A&Vy20#Q2BemnE45OG4m6Pw9GG5%l;Z`*<U*?`|FA9@6TE}rK}s|i6OBf
zYVd+LiajQr-F$y`OM9kU6-98(6o;#&KwQ=E*RuGst4fpXYANY?q%=(V!H8otE!kCs
zOC04mZv%~<BzhY2)K(;#9+JMN1bv$vKsh0;m8ONptJD?ybjLCFBovQk&=rG892rP@
zlSGg(<<K~ns!Xt4RWLs1ZGmiZ|Ix;YP4iCGUOs7IQd+X(ZB4RZu1ThE(s)1%2n-IB
z$)TYW%r1nzihgvfw#MlFopLY&HSyk_nko|CMli5&36F~(o)FWwU!vMQx{BI6C@4VP
zG$uMBZg5<mM0I#vLVPuEM~!{)hb#Q@ow$S^i7|1p-p(2)<$c~lrF*|+TwJ2M&Zmj}
z;u2yKhie?Ije-I+-rgEbfCm0`v^Mh5c>C1w*1r53?kJgaDcvlbNcd#Vgur!un#^%z
zJw0$Z{$5C7l%4zX`NO(u9;UCKTB+OXqPdYPcNZ;9SBE9FNMD>jy}QqV3w3)9f08le
zWb6FG@0O(4PhUQ+Pv-FfBYIZ6>=1g>gq!tX-mybf`z%`2&u!uPV6Q`lJKMV*u76)Y
zEO4IJdiS7pj~abm_wG28{fh>+>5-9~w4!^}p^@J%+|es!QFD85+0}CS`uj6IRrhKx
zh_>wBUhKWxA)saI4{M*!p(pIVJk+LM=EO0Ff*-Y>6Sev0wIc>4Mr~1@o~P&TOxn%p
z9uu&?i8%{x`>xYZtNQ56Yx2gnZTECnNLQ<|LxucT2RDzITeS7e=*w$u6FP_HW<8Tv
zx@a<`@h3CYLoLSNq7blfE61+Wj9sl6n+~n%zzJg)X~xbUW7_F_{L`3(WffbDvfSQu
z+PhOL68`%BOa2`j=aoL3`@kT3>Wld*zsGwx*DFKKUUcs6vwWGssW5Togy|=P?>QGf
zYd70#XIg`to=@L?bvh)Z<9h$rF-5L}YMng2;ii~$!+UDY<)-od_ZOKrQ^jPzJs*D8
ztfRWw!=59zY_Q4k45(D~VDA;?lPZ}+ul%94{g2KkFIRZcG9xzJhy9#v{ra1}1C3g|
zI`F*Z7YFVi)4WxC>rHT&TgA5NB?r3t`IrKJN2izDZsfFk(!0?YEnDx}!MmHkn{oM>
zJbl!j`NuZ~czr$M>vco#4oM^D``0?0=Rc{Sj`=#j{&xMZ`Q5%~FMPeOo{-bAMqq4H
zd!wGa_0y+(d8u`+`e*Fhtcky79-KP+)8%XP(#lbx92Lq@p&S+d4Hdd;lKIGDRM4-s
z(d>Hjcb%7>$}V9V4u2OIz_<_efq#GiJ^%*ZKJe171Pq2FuYyV>3)-fYw}r+`c_CZq
zx9c&uUrcP@MEDw0jj?i(S+JJ9dku<<?NxGP`oDE!6*bPqH)dP<{a(G*tz!DdLaplN
z;dOo&6?PB*>~fdPdO_=aGraSEtmM~dX!cJ|%f6`h$<qt<A6%SrbU<Xwo-Y^DqfM_g
z8d%*mtoNa_6?Ypn+&%i!8}$xsm~PzscqPxmwEIRCoi5aIebaN{Ih%T`XE%0QcqX&D
z%hASFlj5#ca15CeWEyniK$Vw$LaK5;?}{onT(ff^m%8MqecPi)C;!+vZS1)5)3z4w
znX~d-;F{*+tt+QS-O#)uHD8|ivF6x=DUSyRt*z$!YDcv#`k(cjIjql;1%r)JwiF(F
zq2Alfd}{P5ud6=wY@Y0IJTIhqE7jRPErxH{l$z5vY<Y6?39;ffzr!P4547x4b79nJ
z&rvmE$2E{HEIZ#gg~q0kRoSVxT4_<?jb`i*8Vdy!DhY-feMttID~gQgKMbfaQSQ-#
z<K79PhKD~I2jzmXU?o_db~rnP#CO{AJpWkKq81U=Rz^fW(-<gkn+O67qm)uZ2Qg;k
z#?7M|yA__zib_mxUpdj^)6A5gH%87GMw)(``<?1~%yHxNq!%>&L~iQo*R4(;S$?2x
z+_UJ2^%3OByqras?DrTfw=tUYRleh<DxW=lyk>C5^qWD`YA)!X6*wqw!j_6Z-}?4)
zjNZ%%2a0Z!{k|`LNcz##yqfr3m3g!44sicuci{8_W^}SkzcUBM)EUrc-TvMCr}^d<
z@}@~6zRxSDduwFT?b{heuWns3%8b7}>u$4Mf$2$AFV?)~YtS=*E+5;!;>1^-qo;4}
zxIgHt?o--~v#s%c$bz(F!}M;GGre}NSbb_^zIxXojm>zqrIANg%a?Tux@zvua*s(p
z9DnD<+Kp$&)J+&-3>ecNFs7vzV|thjYl?9bUwRygfHQyNs4fAV8X65CP7MGYO_0V%
zd09hwsY(1(ZcY0>{~PcBF4m-9)1P|o$l*qd&uj?x-Bhu|fNKK}I=k$ilk;%%p%a(f
zj`)~O&dTrN^^<>F#|oaCryJd{Tp8;gIohgLos6lqx7D9ubam{UP4lJm?IMPBe)#;Y
z@tx6$D{Gue{O0N19xF!iyX(EX6lQ*DYi?Jg^CJs)TNu6V-rs%vr&D%s${PQ`ddG}|
z-&^hK+2yg>t>7olohEM?Gx%t|yK^TF?Y{W_rlE%erq-~mZgH*W$<4Own=R<O>7qJF
z^GU(fzV+{%uzzXPJh4vo2cm0#=K+nj&N{X|=!?3m2X$68-Z=fMX`hD;({FHP)%I}}
zkKQR9*=Jkh!~<@1nk?yI**!{=ll<bmL44AaHcf}-$!&&=)nd(S&Dig;?Hx>%5etJ*
z$}TlvUpUvEmek^P>n01nvHq(6=e}Y!w+FutO$tspR1{Pit1-Vm%p;T!I0-d1A)27H
zfHc398vPOz<AbYLk4_j^ZBR)cR*Q}sR6Tw`jB>Sld_r8WPoonDR}XImhE@$OX&RP%
zCGe0?O|T}g<h6#TcxfvfI&|o-RoFYBR85KhGJp_mYPXAP)pwctb6?K*o^_MZP2XJ^
zJNk*y@Wi3b<~LBiAQfUpUF$g`{pY?bmVE7A<xQKf78W%>)KxEY@0!QSFBUk)b$Ijr
z^V^1BPL{*0tkoB?ch+klyLE4;*JRE!`SiY~vCr-_G<Wx#?3{3`+paA!=B{&|eCw-s
zZB%UBEd7?b9+8bU_;{r}SaG_GTUJ(RL8tAX8|?G5Z#J%8gLnJqtmwej&$}_~K)cba
z*G8Q#+_Yp-oja#GyM|pK?b{&g)w!IJOTXK7a!Isht1X)rJ^kv?xwI7<=jM*^O!dnC
z;_BOheEy-pP0ufMwy`$J{vmhF8dKT!#*B*hx2}i`d$`riZJ6<4uf3}Vd@(%~&}J#1
z&G-_uY0z>XqK)wPp-t<ULA?hj_81gj8g2YFLEiovZ@(HC>p<M2y!6p1FEwM={3-WV
zSyQRlQ98zk$He#RouH0rRZm^7Ra9_9V4a|<;q}AAtNH~5g_nGgw{ZLoC0g}P7!niR
z`*#6q@u2G|EgtxU1O(5kwEbM%lO8+k<f%eBE*;i)-)pC<a+_HbM%}H`>dhnf)<rw>
zi{eA(R&F>dJk6)N+t|j1bjZ-0lj~onJGUQYbb!luJy8^4Ci(?)>mIh&ui=%NH>ytN
z1HG$T58ho^X-!t8$6tLp?b^%TgX|g^-23uqYV4ExCr7^+^xgf>9oMz0Un|#j)V-vW
zUOx@Dbg!4)%zr>D+qEf~_ut+=yu5|pwXD_qi*i%-UhVd=Ie5Eqi>$1q46nKU=MR3E
z&~C+&$thPBA87Kna*e}-d@>69sjkEZS91x!@Z<Ey&k1MLEBoZi8z#?lzHOar_U`(y
zDq#*8?X$1l+HieyZ@Vv-X7w!%P&z<rrkXe@FP98E@u-85$<Im04!exG`3vlcdk|G?
z{$AgWO;V<3EqRy`QYZYx`Tq%f5(mde_xMAwr=+IDUqev&-%$8h04kue<M&f)7rg52
z7S`+7jI6M`?Z)2-H>y3Z@4?h{9{JaI_^TI8tC3W#TS4=YJ-lDoTHG9W;9-n?`=m^}
z*|+7&W9#j@7@upoyW75Y-(Ku`J|uj@?pnL@drbc1+{Mo>jf_3CBe$bw=B<2v<CT8P
zEA@!V_DS>{A<ao38LFjCzFFpZJh*kns_s|T{;+uT)%AlOM-13^y}<m<vrVanbEEZr
z94AJdK0Rt}!0MuISNguG-{is|hqa&O9i;DG#3sK;O*|I!&EELaO?t0ne(NKajr%Mp
zw#ZUEVB6ezXV~%=L+z&@S+um>?U>JE9(;a|#(B8x52z8G@aD3{Vdkb+&27K4xEXwW
zcjq&i{|Zozk{%;KiT_Z5^7HX24N%I<zaF5xH4%YT{Q`Xhs)pCCANa=s)WdyZbk5b`
zo5w|jt<F65IC7cmt)L-}dY63~w;z`0d380L@$`PppANVst^Dbm&qn#2yION{P(b19
zD<QsC7iT5^<ol@K_ypVO1$!b3{@-@Aem3S}I=HB;*wiQX<MxMMwX!>=RNVeA*DC7d
zR(P&nJzVHwv%mHEU-!OszqMz0eDz-9Pw`&wC5<*;GaX(%?A*`pzpJGBCC^j$SF3YA
zUQKW0_#t+xR(N;uBTk=RNx$DNu$*P}@3r8GM7gAh8(bmHSFOFhABFDKPmt=H#Oi!2
z_H`4N@^sDxtcI!Gll|lz6&FpK@YmJFHQ#ijtNGf@m8m~XoHvRevbKCE(DO;E{c%Wu
zy!Bkewb%=&x}pzy_F<Y2RKI8JVEp6#u<rb0yOC2sWmYwD@`zo$ciyd2Z~sM;s>XVC
z4M(ldmlY@RO<x-y9H;s7?ZFVQ6}8`mFK~<e^!?N(%8>WCSysb!xsIjL-TYbRQSX$4
z`a_s|?U&C<vG`_oLd1ESmEDY!yoU=LH9n^;H+&Qm+y65t=wZz3$rI*ga{6>$yjbRA
z!khK5#$~y7baP0(tBR!RkuJBRs*fcbGBriMi68r*q|@jYr~T#UvSa0T%K1N+rL^`f
zO5$CqE4Sk51iSkG8~XlCfAjG#%lfmP=b}p1{Q4{`FKu~l@s?|QzHE7SV(q6ex!*P)
zPh8V-*|UF+eQlb=*-Z+`T&EmtQ;j5RHtn!IsOI6PBsnv$$Kc?{iKqpXKo<8*{{sxF
zs|9bn%12bCFG4S-24-{!S~?k+n3#h~CrcoA07i!}3Qj`h%^mZ+-|J5}c@;{WIOky(
zeBjq=kzG1QyM_FNPBg!@Grs9*I7wsM#FPi}0WG@@d0(t&{qeqZU-$79SJ!10q*bV=
zz1X(>ee2G%?^gX4TEZQvq^W=2;bs_%blKM2lw7Zn+jl?S+dsegc*FgAA13oDUk}XV
z2$RcjKYQ~)S&V+|HdU4_VbNJK$^RQ_Y~EdEQT4SfFJX^86mz4^T&MIT-zzyw&YH4+
zb93^l9=x&ZpFXdUFJ8-EA}PUW-lb+gZKaqD*Y11zEdl|Xer}cO&3UIfTlmLmf$Ob&
zUz*B_&5lj2T689X?G5XOHskF-rbM?mjJ*X^T-~xY8a%kWI|PTu9fDf|!QI{6-CYvg
zHMm1?3liMj8+Qn9ui-oAy!*}@|37XsdQiQ)x>nVkRkarE-g`BEu9qKLCaK!Cr}B-t
z3M|LIw(wqzyDSR-3V}oRX~A(n4u=>`Z#!sgIf69++8ZZMTA@5RpF%6}BRYI60k$Z!
zD6J@3AX^~$;R0%Z7y1uyi-@Y6&D=D<)c|jJ^hMlz4>&E)b?ngNhCQR%=T36wX64<A
zoxYRE-sZDwtGXW@cb=n{iOZbOpQQI3jpmHmm=qm6)9Wak#LYvOcYchwKRqtAjv#eZ
zda9!w@%T;^vhAJT5V|$%9$Ag1CmuyrHlFcidi5RW1#P|5dd}5x$Y75v9XHn)M}CnU
zPv#C)Y&S748I{`KY7$_~(Acbbd|EQ0dqtE&y+zRJs88}<xj*<}yse=BJ1Z%~h~tNO
zwh0UOk!q{+@x!<i+ja4LyXFXGB4^$1MMkQp1bI#WcK#iKuoyg5>J7V<L^1A(+o2u(
zg3H;TF;Awc5zkH<xpYSpQFqCl*#@#?xj*X&>1sc~;eQ6pMnyqKpFnU~1+k_Cr=;ml
zxOEFb60PG!g&dERZ-}Z2{rrHJnlTc>H&_PdS1EknjChX_XDo)8go>w*;BRi_6a438
zB<f{ns&)NydnWI;Zrvn{X&?;+17C;$v<^H59uUV17Y(=8j|=7_IxYrI0FEN=lz%vK
zADu?YTuwlpBEwJmK?Nph`oWTKLUc1~X*jqUe|M#8mm_p*p4~1ICByswX7VNo3>SIx
zOg+1;j?9GoogYmbZRg(`Pf`_7t;M>}7;8!y6}2AzR<~m+KX_+_yxn|m5pueS{+zk>
zs6z{jCrt;Rc@^gAV)@l{P2+c&1&r7aW;$(e&r$}-UuuU=XIktX5Z7}Y&iMSUDpr~0
z20Zpt@rLs=j~JC7M+Oal-MB2Z+*{h5Hel;a--&Z3|8{YxUaPID%v0!PeSUea<l1zz
zbr@qfg*k|&T!MhAcZ+f1!E_|zud}_)Sn_OB(ITeO-B7<4j#)0rc~rg!rdlOp{L;}b
z^Dt5SH9x-fJJ}K$Z#&Cc!#8X1chR8Z?V%XkY2^6EDd(3~FZ0v%U^&@KXgS%buoQhZ
zD}yaCIQt2H{k(ZmnpHR#vmPxJOA`N#mu6HM6&!z;9%D7cdw<MwsOmyn8zU<#0|VUP
z_$QxEUeLuwo|RkvY`VoMf@}HJ+Y|k|W|WvT;mprFr{nxTQPtF+Y!2*A<w@h6*48EP
zV&pQtUtW9D9I;K?4tcmPnhY*!FXk@&FsH{&IXkr5V;)Bya?Z8H8oPWrE{2jhYwoyk
z8u#q_Zq)an7nw@S_0jCUx_|%mXPvw{7jzZ%!S7oH*Oy;q+1&+CMRQ-R?hEm;M^rxV
zvpEiC+14a7XS-Z<lO;09EBY3vSx2YPFkS(#NyjT=FQ~>FSsZw?CPw&-O80f>Mg?!3
z+ZG5LhLjuE=d#siiGI1LB18@>8!evkdnT$7`?gPeJy%3L5;hqujMFT8ep4fEzE;%-
z-PznYIke`nithP2U+vsd;x74d+@YTGY>36){*Gwe=Zb_{$s#`w^25kz+&Lngv5k?V
zlY_Co^}A?mV1Wq7&A~y!O!6*jk}zwMu(1KONl4f<Nm$rfKmrT5CJBI<{eSZWX|prG
zSzuu$VP#<^VP$1``~7~H17wBuU1R}iu(EKz9c2L>{g(m@7f57%8<3q9q`<+#^)7<k
z0O|ho<aqOoofYH{2Y?$i2r~&A7vN3v-{#oZLE8Ul0YD-<3;Wv#0Gw|k_nXKLvdqrR
z`u5I$4uQsHV+Vkod-sTg^$h@SP_*x^aDdGGTYNLa$wtD?%|*h={q7wn%YP2NS?2^P
zb8rGkI9b@<UUGp3`?m-R1HcU$myPx99qzY5xVS*i_c6IaD1ctRzXJ-64ZuOd#>q~?
z$;JE@?SEc_Z~>`sFoXO6#r-b6QN!|Pl7j{C4%EB&4(gj_5HuhKE{->m733@18*E(f
z`m7**05|)8fy?m*E<4Lx=p1Zs7P;RL<Y0Sqkc0J&Ku`$pUcBSW2BP?#NDjaod;f@U
z82>{82m9L~?_RS2INl)OdIN?9@P-=z@D?x&JM)`g?>WN44gkq4TyH~yWYA~-Epxna
z#QFYNj(7ccj#)TZKv1x<yoJZY@s>3ImN`NAvNFHL$-?>O0~_<Z4k!Ct9RJ8%tZy(f
zzmLVm0g9TH`z=FQxZcPByhp;q&HU#7y9~<AH=Vawv`PMF>2UtPr2{G#(2M`u&;PoN
z{^tl>{~m#lk4fCz%E{P)N!&``$@sIep{<cIldQ3gsgoIqT6O^eM7V#~wp)gGf}Cw2
zGeXGOQv^Y)sMtqhYs#QLxbIxYqK3S3yc2y+lH{NLiSBM?2$rn*>CtFnkLP{5Z*G;p
z4%v{s)DgKMqMP&50-}1=9Z4j(oTuQ)$an-8f^63~|6D~kXAQtUNH+#17xnqFblXp{
zsqYwY^<?e|nuE0@QrCJc&xah<De6uHW_-M^jrwRNmm4b1&%uvEY<wi0;>I~@nSVdz
zmWhcHLcqo5g~D7K5@-X2ZA(f^jQ^`Azw3{|d9m;_hT+u;U=m7|t|-nXDx9h*z0m*l
zfTpSM=AsIRt|Xt(Mg0&e`4F@xybvl~LR4F;qRek(YRB-QXgU=lEgf^u;J-w)E2K3a
zX(QggkXbNcEdDG1Qu@^`O7scJ9*2R5vysb(#$#dYI(B`d|IB1KLzEmoaDDX{@;Fax
zV0c_3eQ1kgQ}TqF7j`~aDX{j_qZb5UM7Pxcp@VY&uSntqfI7{;7z1@iP)#s%{eM|I
z)`r(3Q2zBYJ~B4ap}TlY)hgwZC|7H~CO6e4)#zStKJAK^h5?RPUzj5#lUuJ7pGTvH
zfdYog7~xkERtx37h2GAfTDU_B^_574>GB+H^Am|k;;+}#Rjb64%2TT}>$EIemkxe5
z$1%`t$zQqmctOGkFh5xe#Pa<^&3e1o^;Y6L&yEipzl`-&Zv%=5E3UhY8No;h;Z^C+
zS}!y?0pNRWL>pg5dpcfX*ccPnp--RNKis}L3>|i4dD<ijd?*<MXI^P*t12}KJiS(8
zIfi#jQc^h4;HhqTuGa;x5Bd-!YML$BcK-{W_?axuRu{I5J-hwHAp2HsPk;p3Z1NQz
zpEKL>r7_#-1j^ye@I&5f#%4u&?guBFY?T!o{=IEp4xeMg&gJMAWYDHdRvNx9H^Hx7
zztHqvu7x-{TFraUALd^hi@;-jc^<0PgXrja%ab=Qqnovw51t~M)*nS*6x@z2{37NB
zd^Q(*9Z!c4!R|%L{mSm1Hc!&!l4W}LeUTq-wVAzMLS~D-o~237svrg*H+SKibod%E
z32?FrTD-5s@Hw!bv~IEDCdzP%KA0`R*|v3h4>(_q*VlKzEdH(kK-942OZmKhyHuzt
zk<HaM%}n(Kj(yQaf`CB1;^IcV5Y1=PxyD>{Yz~gl>lD2Sy%0Ws0?*~B7yJpQFK1ay
z@VxoE-73%nMTl<Y)6CXG-npPJj1}<sZrq$JS{%r&wb^=Jb8ho}pW)={p5&v^F}d8d
z8Fn=6D=u+Yoj%iwcRbA+QI?YbE`(hX*5zG*C+?vlTxh?0`L+X}P-W1`058(^Mh9Xc
zmu(j}b!`T#By#zlhW>L+1U>`=MDGRUkUyOy;|g;}`7dZjzN`x=82J!KqZD@%%MIBn
zC{wEKWJ^EN(Z}j=$;;_KS|L|1_f0^ad+sS}LC5l~zIH0X?;|Y-knYMp`b)@{y!YyE
zkfsmW9|eD8hv*I?ceUOTLwN9`f$pB$#=(>EYmogANjKk~vpr^DmjVa$AiE1!)Zv$V
zrT)P?z^gHUzY?o==Qco!X(k`44RRboLi8$z-VuM(hi7`np3_ywEmhwnz%|5~{+ZZS
z;WsfTg0~<#L)55;(O+>*pqr`n#oDghpc-O#7R-rH=c_l>PL9+9&H14J^9VsloxC8O
z9~u{%caI_JWcFrW5kg5+!7N!4zA2zg=u$NRK6^3&0$6ydd}d(`2D?5x72<L2_?dS@
zqEi)AqcDg&))#Ysm99_zj1MPCp)?a_6fkf|;E}WN)QbX*x~&WS-7{5u{b!Gk+D9`Z
zb8amDVtWYkE?Mij&5{=Dv=|ZnCh8?L&XK+nmR>`>FHnUMCGxa1U;lWN(np>9t3We^
zUFuKx2bHTXeDJu>ZdPXU{Yb@3l8)I(V+BQS(?II`!G)RBl;-$D-4pU4Bz!G;`Q>BD
z5sj%oA~*g$zg?iV4>n(%e+C2+P-`&hHAb3W=>^}dJNy^|+d;r+=r!~t*vhE0CwSw>
zx<6TPWH)&yB3Q5t35+`ukStjw>q(UcqKXfEXG65o&kHCGY|4Ry1HS(Lmd}U%G{_D&
zFOvI&T@pwJbVrF>5AvXiU-yFs&gY`;l5o<lAQTQVz%_}aKH+8L+2JP*`-Zrb2qBSm
z!d>NRyb$kyX-41u;~T&T6cpi{Az}LBMmj@wD@1rn1{AHv*(JUG)CPIDBiN;AmZTeE
zJQ38UwTU?q)uy<qJVDk8={*tArm^Y6CFX-Fuk40cKhzlt77U}`@x-eZ`2?N;4Z7EZ
zDD`DrkEu}dlO~tart<`YAaXBUHWYl^xVR6}Trb%@iPaZ3a(ZzA7>^xO{luQV9yH)p
zoG%1%VBsLKgb(yssPQ0Z6CXtE9tYrPwW1GNW7j8OWDc@>Sr2xv1yCjqxr<|8q65QS
z&?;0Z-j(JFR*hT`>=g`RFgvK>vTBo+OYQ~JOL}v7(+QY4*cn8p_wjxj&KG(t?iIiC
z+g+Vq(G!;!(j2L7a2s-ENL{>O)j6XY(^;@3#tXPr+$(%X$$3Nd*B2<Q;`3{}m?y_O
zG%Jw~;Z3IAUzdh<<X#B(RCmo!Y|ZMMRbBU&3Y%ELop9JB>u}hA1pSvWUKAGSUvX?y
z?<}juUQoRV8_Cweu!jYMY-zlxwF11bFZ1m<twdj_v_75rdt$s`StS$u+tNJ|F8F&f
zUG|=9gZ9Yw9z^cG-CzZt^%et(yPn}fHyrMT7b?yns?qO-fiN2|c2Jk1gRPtTcYsTB
zyF!8h{&RJp#HQn*;O7ovA4pZwSDgFDbM$7s`{Kd%!0hh5cw*5GWFMr~INx06qP!>V
z1^9WgGtmxgqR=A{B=@}MGR;Kys&KD(9TdL!Szp`)S4e!}k-C!OvxCxso*T5yxcBBj
z+a9)aOyD}r6a5O=IwB0F4^qdcb*OQ=C(UN%4s;#A<v8Es^RrFMOU@0kVBLVKVb`u<
zxK41_LETV68n2HXq`rtRCFj{2^1xUBR^alca_}pH>+maVRX6`&Rc{k;c>^(cJ;;{)
z73yB)PWKM!Qq!*LNg3zsUDdhvJ(ip1rt5~lJ>9u4+$-X##0&4`=s9Ch+`4E7>{{sR
z;Hw`D5PuUQ_!SnJ%s1@G`0k^RpBK(O=(0D7xPiD%NY-OvXnKimyL|aA|81)8PkE&t
z0onC^l;__;yRB@v3+yrr-QDTnzCf8x%Sp1^{Q;W>Kb73}%a8VniJaEh$WJn33g`H2
zTm6|p%PBlx(3yMJNSMpHs0G^@m!Dtd(-e5Pf-36gSj;1X6!ti~G@qaos;qko^RFZ4
zI5^+HjyjW0H4Yn;W`K#Ud^3A1GXU;^h>zDf;Izi~Ty@TSkm$R;X?!u-=6Ubq^jSCv
zwDf%)Ij-l{k#xeH@i%usGy~KyhNweW-(h~Aj;dbmW6P!(O~ECC2>et~I)un0S5Bom
zZ>11OHLv#-O^Je8E(?6$SpXLB3q$3Pgy%z38ei^L$_b#>=fvV|@%ivj!~CIHbN|0;
zKl=dOy)^+y#Rn1wa#;mp|1?6e#Nsbtc(HRpwo?J_Y2X0#U!G!mV$;UcjDjJ|%nU3!
zqV5s-^zGp7+@WblN(v2<LOCLMl8<j520B?>y6q+w;IjSGQg38(!2t*CHTfemvzCch
z7E1tb%f_;Sq1+*MjZca9TrQNKX~7aEfq#71w<QqC2{Xs3iA<`f=2_*&?8<Wn%pXu2
z)8Fj<%d?m@Zh4SF{2(>C%F0Cn?yAzN;)E|3;8>I_V&Kz2T0gjgq@C@NxlDBSUop~`
zPUa3-FH`pUM|}`fc!JJymGbZf1Jcg2iEIRPI3Svs<;J?=bU+9)h!+hhV14mVs`biP
zY)KTPdIQX!;-Lt$XejYF{T#4fNIIPlOBlmY8=($bJfnzM-!R%#Kq`%e4K$%CODZR7
z7MBiD@6EoAXzp;GGMe@jhHL&ef-2Tf)gTFt1XgbBw}nH5laoNU8wmk7G_pvkQpZ7!
zBL6fHVF2!65~$xA4zj0#@o#&}vIcLQe*Xb2$7t}z>3KPw9Dhlcth&IM)hc&)5L7R~
z?DFEV9W@k1TM^*S!;`JRN6~_Cm;;JYA`yS8bciypKn=UM+#eRiE*Ji9P|C33{Kx#L
z!7+Y9QQpw(ypn8UG2%CpOoFtGJ$CzJ=?Fz|W;q{vdp>}>M|qODLx>?XoBT9#(GV`q
z6nsofwY+emsanhw@UUfyYESw4`Wu?-Tq>0y$A8lKvz(1=I@KO|8sER^<eUPhweFQn
zp~{}E-T*v*T$bazlA6j(*<@iZ3CJ5#D)~UDLaUNkb|ftmNR?cW-yt|sw`qN7?_lOI
z87BQDF@Z|Kti2{pi$L&`h3^xK91(JgO4?6L2WJfuew8#Gxk{)Cj=A5=mU_QI2{R^s
zF+x3r(2o%7FO2CXz%G}?tt<yh6;?TcKw&7wKbQ6<M`N&PS^&x^;1Ug`5Nn#&qHPqF
z!hqidI&z(AVtNXdDVK^~T86(q2br?mX+2@#&@7^DdWI?ptDm4+oCY5L$4+?KO1ar3
zmkT?88o`b)4|GtL+ZVun(t2zGh=$@Fvmz+PrI2`LIe{|$-v3JG;BV}|hAX3=6S|_N
zfg1GE1`&`&LrPs%b3lm^n$fh30P{<?oHVaP;<>NIP*aA52eUw)i35YT1atu<;HDME
zxL3l6-g}E7RhG;8Zl6S@dOJAujolqBUwg~k;bt)0<BMF@drCV7+$7R}qlLHc%VCs;
zjhparXG~}yOXD-}-UiWxY@X?s(w?@`^VSVSp#Q^mR!2Aml-%ji3@CS<wapXPopL&|
zq(u^ss%gS$(E#rmDJ1<*MhXYWaD4kC!Y5Z5s|Ze!J9HnOrj@@5_33qb^4<&7b-DEq
z)3h?NBxAoX?aKw!Ba%-B>JY#6%fY_?CJjR_O9U$AXlB4?RYqHN=`A4FxofqgJ`7k;
zk%PcbV4v-xg^`7)0?;+MARZdA$ZL+H6hcaxwNJV}h!LP3<-_DjO6*;Q!^oByo}<}1
zYjp9<_EJLewoAn|YR*A3<GjNt|KBhQi%O^!=L~r-hN#J%erX6Ca#wEuCNGkR{~j;o
z-1j1)Z;AhEg*neoNS}tb%^eIu<(+#iKLL~`ic}-EaQG^8U&T0(LErTmy}0td&Hh#6
zdJB2AmLp&i=RM^9{|;Gk7I<$XdYlY7<6I~=RwkP`t_SKymkYn05IkfFxBgmO?mvoB
zSvvTeU;6sL_1$R)*(xed{~?Swdv@EPqQdqB<-JtR=zHG3L#UQy88r)JROU?q<*v*Q
zg?KAYjXSZDLztCYy2t-8kKW?(mr)pnf))fL#ygA>0CzV(r@n`M|Ic61W_MB&q1r-{
zi(cN4B;l_h$9}_6pTdMW{k<Rl;*ta1sDuVI<E3`L*ED!(U=qOHyo39uqVO>7Br&^G
zQCES|-gGreOiDJMq^1(^Hu=&0hs0<bVU&g?E^B@n5SIF)Ob;(8(c(jfs7L5f!gNv^
zw1l7?h57XI%!^+f(EjnDDSWL)em+x_POaj7+VOg$(tru%!o8YPMjQeHLOAI}F_BU;
zt+KjVxVLCRi%F~VRD#FPjJ{0g$lqw14wCQLOQrDd>`iwN`#N>FRex>uRoX9zL0TBy
z{M4c+kcDiHIwDU+<UTtFUz?f;0B&(fD;R05yu(W<>ImlW53h}Zt3+=+(121|UzscG
zUM+DM?7h{Zh-piwwNdFsf?QCYMS5$PirlbrHg$y86>JPg(n`o4)2!700>bG!rM+ax
z`GLz|f(S&zLSB@GgYcJ2wY~?65oe90*F%SqA#h<7CnaC~oR(q^ekFb_#q+6j$RAGa
zga8Ou*7u|a`wtTTA|pT&l++VnwRA0Fy+sxMO9^Gi$_@)1&>(tGZt^>vi_#aXhO<(0
zI2n|F#Ik9+%I_c60A&(XY{RDK96^&aS|g1Z>C{TJ*=5+ZR6@c0!QYnmSxiW-GW!7@
zVs<rKMj=+L<9iHQP0^0pANX>%_natv%ZXVhP@h+{`e!X5#ad7>lupNLupU=XNoVb#
zqs;U@5yw9(-hQTO%t;0G7v6t-IE*zDv?R4~2qcx)WMTvLt7<X#&xw)JM0Fv_^%_Gt
zq98WL_Rx_7X!H(cotX}^mj23J+ezidxvVTs&8DA07PGxg2VeZB|B`1!Z>1_E;6}YK
zmT1!Wf@8MEcubF{7v2-|S?Seh15_AXnG)Wr-CZqHGl6UM^z!dZzyMfne%wNy%r&!!
z>A7Lhw5Wz|9oHx6sEU9b7o(OfU(Ak&ATG*d<CN)!LOIEGot#+WX;EiZ8Y%<lNPuL=
zHFXUw%h|m8o}WDbzgAPsR(MGzvTr>Wk`f=UT<XH?4q5z`o@U9%$N3#)dPdsjhr-$T
zG&27zN2lW}vqnC(ujw`R;o_f$gIa9c6|T3+*MuZKtQvuK9a9dxQSrBRsXv9(?oZ!s
z@l31~Hc-zCmi9>OO0DG7+ZC~~DUZ~j%fbEc<-o)dgGHxkMGjL6MB|Wa(=7Y)6&1tJ
z<Ue!1XOz^`)HkT2=$@4IZw=#pDw*~wX#K5h$&AA=$7S8#2AV;8c(ZwEr&eYyzQ6er
zC~V7;%21@yFv(AwGi$-}zDyp+DmKLVAjAM_9GO|JZ4(z<0=jSBkc5FKqW`%KqR4<(
zUJ@EQq>mY={AU{>fxPa1v^QR>6sTxo*;L+A<z(yH!;qMzzWS|w*nX4$l??!G`u5XM
zL{-5hanh`Iahq>3ju=!pTqcTD(E!&59?DoTV9JnLy*fQdWD9{~tx(zYQqfxv8ONHJ
zeM^||HHty0`Sh@-joX1191}#WEx_|REy1{#*U*XId&b~I-z0VTw)&_G^hHHkDS_sM
z@ur`hu1O%Co}S)#%3Q44O;61kM=W?>BG;?uk7aNq4jGJt>W3~0#1ny~&4gH5D^EKs
z4!ME1N#c-A!(zpIDQD`0{$!hNFY$!`*82@P8Dr`4l7#6@_qv%t29g9N%$a2bkN$1d
z@MGq;eHNVbzY8gmmVEYX-9aeH7v_9MY=tWlMLqnLK;l^z+6Ktvo6<srr|Z0@?b^#9
z9uuEqVUt~7|IK=&7#nX3f@ftM2G4FAH~kASWDfKpbKcP=84Jme2yCyvyAqe1tw@6Q
zcN?3@;xYr3gst|+KWd&0eQ`X!kC_b5V!SDaKS-+)hg8JCKK4r(hMw^~9rcbA`Pe(f
zpxx}6Ep&$V{yEdXv)m+WmRzIjr0Kky^!2X4&6ns!1$_P+Q6xMau~K<3M?XOijdB{J
z)%L(;stjKECFXVKOZY`@Nt6w|VA){r&Uv-T7e}7;o+j9Jln%NTN-u?G&AX1j=H}G5
z2)FpB+$~Tf3j!0JEw;0NFo%;Fw5M9#zK-`mt!ifyUIm_57uPoeKxZ6g#>+~}X_#mk
zKmEmat0Ukj`)xFFRG&a&<`yI5-sIcOqg&#pEva;TcJMQ2_(flfg-`!?OB}K)L&`BV
zP_x+WO6~^tb2h%A7j&;c;MeTFL(AZ~2nXG!b!?uAo!b*qOI4(t$4KoLVO_J&_Dsqv
zX$HpKLGbtYI6d>34L^sm$&S2MbD@?wP7ZbEgCCczCtM$RIrr)Q=r^tT$wRb=P`-?|
zN=e~=CD4*`y|O{7r}9`p(VgLM6R0=X5pqqY7WDn14wLz(L&U&TQt@VoH@P3T^5TTi
z*J>X7Ms2g)*|`7u<+`^RIp|Iwp+53#t>LINu7Vygu#TB_6|P!$p2QjS=UIC-msRkz
z+*SGS2MP)d_2&-lGcfTr!OJ-ydv83uLHsp;j=V?2q*2ewwoO;FKElP*<(0Ws<sy1e
zogHbt<BpKqB8;g!k)NLOqF$J$L=zuJ2W4Hh%_4UPC7xHNV75-_sdM~#qnvtfrs@5s
zKP=bZbx~jJTABK=t9Xx&<^KA*^)mXZs&cKWAO{6#?|(#+7;Er!b;f)k)(NGyXOs*1
z4w3umbvLee9rebK&g(B;#xiFPWH=-|H;-ub>9J(V7iCxM=;SKT`IbsM$b*h2IvAp0
zjr)mHp6tDDjgj#{01>GvwNBF3sW!wBXGq%--_fK1=L0m~eeMPc)q0MvUN1?zw2!6P
z7%87thr?$|j4aKlGyCzsBZXuYwtiRVfqyMF;nu+^d?n~?s<(C&u?{d#%&rkpkfS_%
z^FMoinJ;+W0N0&a6y>}Cn3={>`!Wkg`Jz%PP{@mXmE_geRnbC?R=VSY&BwZtBL@u3
zx93`lKvJK43;WDm+jMsUG}HKu6h&J9*Wo70b}N#3Z;J=XHNQMhm1P(^0J8(^75X)Y
z*qWx<z%L75&T{AB=H}j0wUY2lrAwc*ih>55t!<P|WV47CHQq)5>-ZhJ@(=7!!;`<W
zQbr^DIUiljpWD4#_p_ek2?K2B^H6ezpjjL_mX65oUBR$yU!Zz@vS*w0=Ff@T_taZm
zU;<k?T&tF6WN){1>wS_tZF6SxKikfB8D}X>^e*Nm|E)YNp&95YHf+k)YIksr(^_qE
z+4xH5cXl`n(aJr=B3U75iJnD*<+9pw4X_vBZZ@B95w=*`=nLv2hDG(o590D&w&@A)
zk6Y`^B{w>Eowz=6^7eFVmz<YzQx8l0CN$x^R%CJZiz|DnW^FmP&Q|%lbmNmx?33EL
zBOPKR6x|Q2bH+2RGwqNo#g&er2X(FXlq-f(oxW=)>vP6F26(&Eeg<tW*O97=wKMAO
z73W_Bz&Kt9q#e5rs`OP-PMAgDmmA*2mEH18^^CH`MPF^`8bJDE_7r-q`ZN=J<Z}V;
z!*Wf`w$td6Pe<y}y6A>5HR>Rd!}IB^x3O`%CxyGR?O^p*J<2bhZ!;3y%?{R*Z9I_A
zmJ0X_a)S+l+0R?px#UfpNz0rlE#$7%ob~90ajna+gn`D!n#221({qsrP8TWxbRSG>
zoh|#mV!0UQHd{c$yyA>mZ{Qpyt@miWGTgV-XacY90=1AUeFFs%T<w+t(LlwO8#r}Y
z8_Gv+-dp<@hZn?X=i`lqw3@8mM|a&n8m4qwP!)r^LPg%u%l4POP=koo;K}2C;T&s?
zxt$g9&KLE+y;f=oXaBgYOv8N<@EKhV-RlnwIt2d?U9+>ipMhFpSyE-&Wv-*0v!F{N
z?f>wwgqO@VO&XpTq*Mf`;z(?@bz*OF{(I5sC{H_}ZUXSQ0>@-fEIvKX3Z9)+u@-iz
z0DUF0N6>{U><Y<eaTDev7j|;$(^#!+ach72`jR>5^oh-NEnHOtMJo?={_RbJ<xeul
zKfcpXxQ30;Sx7pQGm>L$zC9z?Y2oTsx)Wda%qAicowdnOuOBM=u_O#5Usl8~O(4vz
z%&g2Rw3L^3hW;|#%sBt*7G1lE<K^pPyQ>pc<i{ac;TvqC*Xpnu&HFvPTV<iG)*eNV
zuQtQm*`&GL+~yB3qx1A`2eUS*iY{YwBx@>a3f{|k?vnI;^uLL}iI2a@^&aedn3~wP
zoVz7%65wP71i_1HW)bH`=2tDIr<In5glz1o!Wt*5-zMai)vM333fm(gDvytr*w1Z^
zA2^`~m}><dXy_iXUR6f%tx;m?SxiF~cM9PXZ-~h!L~uWiZ}(_^zedEp{;rkN%oS&A
zMN6-BT!U>K$CqG!rOt+hh3T5|>(ZTDBS8w`*VP|x&xQf*>>Zln5qgfRU}HvqBP6e;
zPM+IBed=OoRcyzU+{nkLr;HXp@?<Hlip97|tr0<S$;HFkN$nL=@L`A`jB_dl=gIw4
z^$uBnRmregs^ZeH#~E}(%`6P;1l4TfXZu;c*cc{YGkA1vPT6;KILpYD5QMrZ@t=tj
z&87gkFHpkGtP54<q*aY=%RS)?z-O#WI%L}G@@uc2-q$IqQklR)t%Fam2^(mSXxpD^
zwlk3~?a0lwc-GmDH%l)p#+Xhrm3B&yvbL(Ucgb;!|MEEZ>jcWdoG@*RS@dLA{DfWY
zd-yXE=Mbzzh>Pp({4wNXJ2Z2B@W%Lv=@LOoWy*u1URGGR&d_L?<@WhQvz2p77ohOo
zK-P&ZIh^Q1n%xfj5_~*-tX3qtD*vZ!Rko*#-0Hz9C8DWM>A*@FUCW<{ySyx=KTg<g
zKOjr7zqQm_Vkv)jF|ph=admE3l2F~-U3M0U(PPGQJ9*+3qvYSKzdgn&L8YjrpcWKm
z+6^;F^e1j#PFJ0>w=kYfi%B?^9YJ0AL_+K^oCEs<>PiI=U!?3TL!bJf40eW=UATl+
zfBwV7)>-Ly!c-6cC9kj&sr`+Khon+fhw2PCyOwNfKLmLSBjBs}4PAePc|0*YH{Y`R
z<g`n;feC&rZTtaBp+O-+7drq`%P6#=CmIWLe`xaxA~hl9>+v@K=(RFde%Jl(ckIR0
z9m@L~zhPxtbgm(7CHaqg+lZ$T20eRstbg4es3OH?JQRlDXLj*c++!?4XH^ufs#Dj8
z|1?ApXbijDTW@W<2BOyHcs0?S#3MtoX`K><JK@S*vDJzVaj%z(#-5zyE6i=sMiUUY
zcN_~{Yl&19eH(&dC2$jt+?&;hc1*AuN-<}H-)UPjL#rw~zyGv9a`wZ6$O}*}wC}cG
zj9gFrqT!>gEHE~sA+yuetZ-3A0-+hQ9B5e^Ij9;r=o&G!7a2A!YIB2Pigd3v#?QTy
z?=od@%>FWX7jz+(e_s7##$I~`xw(BsSbpMR2*zjY40~5{5lFm9(Mn7YB!sU4BJMlK
zfYAq-r;3z@G)5s<cPrs6De}998NkaA7EmE0j*mp+7tvXSSvPA9#XDkU&mW}M87xoz
z-gCa+EniVdURO!ou0r13%~ssG7>B<s<7rxHJ8bi8g5qsjnUQ!sf>+UYJpJ8-1hxM<
zw;Td)rip(ZgncPPiX0K(Vz={G^RGa1A*X11`aFEwhm)$PQ%mC2(C{bVK3%LKYRJwH
zOTH^f^eBlXyQPy%51n3A+RnP~SDDM}o#dg}ouG~CV?Afpv&%+ptWqqAr%mtcqJpr{
z`}QqMH{cx1Q?mnW?kI}fAgmA>?G6XUS2+la%SdhKp6WvCzN_5}iFI~=|88mapuX|5
zYZ;6?2NnS7-UD-KZL2W^uVTRPvu620`+g}+nCZt3S-;ookNBJ68`J1h(N<!-+QoF{
z8e~2JBk!G!E0}U}4psCCz(5a4ex=&a?H*W0DY2BkzZ8^d-21Q(5QuIODf{(+IA|`p
z-rs}`rVM4DEOeDG=%y^juieUj=Y3_0w@m-hJU(Q31^L%DiNTuo{2L5>q~@PmcN^p9
zpM}BxE4wfKA-NsKl(Euk8W=}fSG%JP=n3}&Qynk<rCm>-nu<%wb5>^Kvv(@DRsG-{
za%uNRPdL+Z*AGWGW&5=lO((#SGAW1CfAfDAtEJ#ugb>wS(p}_iIlBmal$-^tFNT1T
zDBZ(?-M(L(+emmyRr8;pAFqQt?+o*@wkoT*cFgXmua!n=!VMmFu!QF#qklYfm~w!J
zrN4i9UO#44&QK9_K{7plMlIfyv9#90=X?U*gX`2>uZ*6n`e4*=xIv<8qJ6GFH2fL}
zV{0M8mWvy2dsn7cr+GKEMR(_FZOM_TL=tDbNHPon+@pseb%~xcPMqCNwkktb#z{ya
zy+Ui`Bg?R-PkV*_FzY_J;)-@pSq{J6@J|j!S~x((tA_5&&<VZSchZke8whojxoGpX
zOT~SlFOKF^v-0TvriUfxAr*&^H#n=Z;-k}BT(zRkq%xO;F{^tYIt^ZooT;Igihk}U
z>-L1tjP~oPa3gR_&*bio^u%yUR6~ve>lXk^dHi=Ql**Qb!39{fSja3+OmGP&P67Ev
zN$~}j;l^J{zJOxJeVS|(blF_^oq6_oyL^JVS0TY4o1}u<y9NloN7r8vy}Q#m5kA|J
z`LcMMZQbl9*zWQr)iH%KA%6_U&*|TEvaKFDL6eLYf`h8cU)knYJ<AIo+jdDKHmmv7
zG~{7da3F+UfeFjt{;|QA&9{JcgimoFpvTzljOgCBi<h}brR@9S`Pk&5)#8%HHXprb
zI+c9$Jn*M*z4fu>kUn|L468w19$x*_rlhQXx8d84$MQJB4@R3o>`ZscMdM+O=S52A
ztXfR>{yc+D9sCmO-1%480>U)$8CZXq6&q^nh!i$0{xLGqS*@mg3v{jnSd=42ruMeZ
za@y7i6@7gcj1DAy81X6Gn(*_gALWxCmzM}gBcH%Sul>}g%%J2$1>3()U20^CGiz3$
z6|<{3L08QOGA4FUZaF$PA2B^1SIV!`>KN9{V$s;)X6{ZY&t|SSU(w0!20RgDcGDzW
zq}T$Pgc%6kx_17299Wr7++<7o(dr<R814>O+GeSu)SfhpBw#v-@)*nMQ>VMo2oz7x
zCD+Jj=jeAF@7zzIGDMBG`7vqCNLZrdyHRguG}#zZ?S~8W9ml+K#<8qtXb$HLyg>cd
zdbRiXO!w#TaAKb7UY#^Dc|z5+4_p_hVWjSZ*E?eu>-amQVRPd05h#i<ib_KZ{V`O<
zOZhT=a^4(O*LV9A>9Mpl1xQD%ss20d!uvT@3*|;EyE^9Xfx)Kr`_WDWd$Gip%;1i`
z?)^QHLf^b&vvre0pS|wG1vv*h2F7PE{=j9%%?Ep3)6X$?r1yMk)eY?uKHD&2V(RKM
z<TeS};2RA<Dm6HWZt1|~-^(rY@FE*YMTNr<jmD>^;?{ObhK7at)f1bmGdfbA>Il<E
z#<B`GWwZlTJwIa3Q<qh54VB`pS{82|b?F>+JhL|zm7=zm(OQAiDB_v5ej-y#YE<<W
zrBo=xGgeLynUkF%&`ROP^!4ck=5Qzuw{y5Ur|b6e($%^?`E(up9MWxTV5dvT)Lple
zma;b_k-=auI?juLu4*#X4_%&LSy3sOPanbapSPf6t*vkL(#~ll)l5`YG9R0}!jd`j
zie;Nu;Bt-Wwq$KS?*G#-EnhtcU{~GY;rqoCI7@OakGzx+LS0GVZx^H&P9)D@fw`ia
z<m3#xO+S4#G-83nZwGKX6}Q!tYU7kjrkv|=AeP#P;Xq7VxA3MU(7EmDn_G@bxiSW8
zjR|ym%0gWDc56y6mCalp#pH&e!x_dfDms-dHCIE8Q{tY*5ci+vW|8gY`;sv|zyf2n
z8pR;}%7_B$O2(WrypqP~nQLj4GRi6o{xv>t^UTGiW9OMM#4y~{BH5<J#67mXS=?Y*
zg{;LNx%0TPF6ksKZNZHJF+ACmo2+5KklL99C5B=1`qwhd894FFd7=k?x^hQlh+`nw
z1R6CN#4|0OU{bmVn6X+Ax{Il3f2~nq-o^VYB?>yV{F~sW+=K|wYu@c{;KxVc#&_=H
zhn$p7fMof-b+vtEw6&rrAZKV!=}V!u?%L9XqB3<#8s{wcDw2|auYX0hw~N)&LiKf^
zxuLgD!GYf5@FS8{E^H8$WFb<PTd$irTdazDeM)x(9y*nxvlx11NAA$KFLC5(h^8aM
zLw#sddNr4LiTukwQW^|ZEFbeG4cNkX;^&R`KON#vknCaD{x<ogzE{p(-f=bN34QGn
zS(pb<uxn;xlWjSsFD}`UJi&b(UrQDmaQ+6bGOOvaj_ur}F=gpoMp>p=;a$hjO32%|
zwNQKUL%F-+l-gOMeQ=e57fwARI~ej#J*7I>YY=9P8W$%a`&<-UAD0RU0oq<3a*&w{
z0wG(dD~>Ic!mDd)rS#S#kpTVDKee~!sH9Y<T~pb$O0#KM(ZI%VBOp5P?H1fvP3nJn
z`HsT=1S+r+X`vC<FY}v79e2gL@=afSS}ASu<WJ}K<jWW!`5oOT6@G-Nw3-B)1VPj)
zT&v3cg*1E0H{nx1>X8)wRr5F0F}Y5U2U-L>u_)UhFM7PcEkdTB^*`7zt&`lpbeOp+
zMT227YzQFTwvBXh5$ITwJoWvt-QHFlD8M0twMBM(#qi;Knm#Yn7a%yewz)aIaL`dA
zwKLqP{D6&Ou=LHSckp51;o@)3@)0u>K}k~{y7CX%GWzgu?uwJ)`Wr*|O0Y5e8c*^S
zF$-yU>OH9y9K!iK;cFc#<j}UAk1_gs;Y@3*gQ#cSbjThM5UZpEgSlCFf=Sb0-dRr{
z<U@xsvTH91r-r@Y-~tqK*BOcgph$=d<Fw#Ns=kmCQ^wN8>H8ssmc==Z>c*K}_g&;d
z+(ARtB9bgGVMvB`Ez(L=N<h%WDB4H*7>?%vt<ngrP7YzAHM7;+Io4ofEBGO>qlUc4
zddHxs_f~2rc?TN~GmoY#gkeuTer)({HF*qp`k#@2?Y3+n**yRGnFv6tj$IxgCptpz
z$ZKKxGN$n)7M#yjCN1<K&mI}ckC!|@j|rs_U&{sE_7=t<w<s$|)6gN!>G^1WnR!>3
ziYJ;T46Ak62sR{OcgI-!RWf^S>emZHh6=gEE><?>+`6Tu_TFS9beYcjEP5Soi=j5p
z_?N!36TBN3m*a&)WGBvp^Wa8j{;$RCW(XBWCJE}K%@Be)k|F)jbb`8@`*)XTHJ?K;
zxvMX->0kZ39o0lSRhlcKs?Pr!>Ap~V5qrpSFCK6$)j!#L{9uaR<VN$qFn89{ASy1t
zz07w*mH0lL9_`8?C_c}9bzJJqD0s!tf)vGBIqk8liBeIs0BsVLXPNbxfsSe58fm;>
zEez3Q1>C;N5cH2`C0cUEGoVm%S2rxrT84vW|B4Q6g)JK7lWh+jxVw1QM!pXmQN)ua
z%qb2^^Pm}z2$WC28k6~F#CcY{n|8a)`fFaM3^Tk~p>o1*iI~qR_4p#zrrPDBd49s2
zSCS;IFUq1uc3pE0Pu<0)E~^4flRLIpW_UkMUnhs?h+a0FwQq9PtgsKV)3z(TpT8#7
zGzcE2<G?*onNam6=7R~_H8`_h%T^#aFOxI2>zX?01$IvZF$m?Th`f;N*yBoqc(#z*
zjq2qO+kax^u3}B_P7n4-f{#AKt#rvNkr8}H#{eX7!*~coOMu(3liz8s;5CEUbyVj5
z=%}>Olqj3tbP3aV5_-Hl4Rg)WoI1yf4FAYq$%u3mCEh)cZ-Lcno)@Wq$v%N8c=;Pq
zt85l1IWTFDuD8Lv$t%ayH14;IXUFMg*<UZWk_=^FcQ?`)qnDmLv^-mJA(IeKHS1%|
zsoC1nO7GI-58t9qYGB8Et&{vqgnQo#r6LxFfHa8cM+c3!(iTM^6D1zS6a2v~T6|nL
zqW(vVkVj%UW_jZ7c00#3X!sj71#n)Cd*wSn$k3#8eO*V*>fhZsQ!DJiVmEb>gyCJw
ztHmxbq$VVrbx*0L9?Y^)$;s(dtCzc?3$wC6=vZL+^Flo7MB8chSLk$tULyyoRz*CA
zwOmxf`1FdclpB)xP&4!_*^awGgj=$Q_nqAV1(J{=en?-M^eCf@OgFm14h^6$*aNZ4
z9W65$oBFYBSvWnP<g#k0923#Wh;3cln%aL=EH18;+iQ9=Fvi9=r<EtnFU?JgvlL8n
zs^P7y^b1Zeudl5Yo!I2N^Li>>8Kuw96$c*x1VVTT4*3x|^ov8MeioBc4_HTqkJAkP
zyhx{+1M(1T9}EG$v}0<UnZ+;3&QT?j8r<F<Xr0;>3oM*sI`L$Z9LnM~)BO5iZpe%=
zvFO%5Yjyy4V+Ck+@@b_mbq)1WG%E4UB%N9%+E@2Aa~#>VsIl~icH!*$iXq~;4T0Q}
zW#<jLWc3L0$#HWXicC^vzCh36muznJ&)%%LRz&cZ;B!y^de}j9MRj>4IlYUdqj8}W
z<PPtL!6EbS^%`Gzx<=9|)x;1R+}k>>o2iX%%8!oi>K8`k7=GMj>PIdYZId|tm4HsS
z;_#ioitun2E~^=;4Atuxf*V`4KrQe?mM`o3GYoWm!f1gjoP6AF&*gVxjA`Iyi3oK@
zcN2*jKi}SLD(a7|>OBH?X<f!xs2L!<g`!#&**N6?+kyw3zMi;fzk&X7Jz&2LS7*(=
z%X+?1+QmvxFM*Bx-~~13l9#%om@}J4#1Q^SYIoPn?;<+v8mf7zmW66!uc%w8>xdl1
zJCEGWqoos>jaoPm@eicOxUvXhQ!82&Z>o*Ts96D8ZTwh22ESRrvfPymeLlN%i<M12
ziGy7gn5zL6SAOSrG0Ffa3hJfhwv9#Dww(qQQ?ExT#{78fXzW4#c{j)Dhuk=<q@p^_
zp1jE%TNd#fd7DeOhfKU~?uDh=p=jjB(`G=YcO3yngGXKW%se)*H;_oXu2X8pfr4w+
zxf^lko2gr<k=YGs(_{^u33IoK#fhb@@HS^7z%;r5*P>;uo2WL{(V$T1EJ|u-_Ss3g
zuD~>gwZ-E89sqolw9Rk_;0qxb!;yz*KYX)b%@V-DfAEr)-rUY&aWGfZWi&E}d%i>k
zK2}q|P*8xO<96C7bu{#mi;_->o!wt4TT`#QFU(`oiQ6(9m6_=!#N|kt^R;(o4u6W5
z0V!L20=-+0`8=iRS4M`RA+jkeqRlSABvMSqNxW>V-thFH!uEd9S`{l&ZRTUZq_J~l
zad>D)Vbl7r(W$~3<m*s(+B`>Tljnu7)z<4?<P}~MbL9GcISvS>FfuYb4&NZ(R84Vr
zCvp#or#NHqD%lNc>hmYaxxqVj++kH+=UMx02yp{oRmV@!hg*GmkLtZI_9>l3aS4@D
z*YZ6ROd%ICVp;?@1Y7GI_BBx2#)n<SykkyrF-^uTKgF_m5N|%3xJiGVF<<dK9HI5#
zAO<T8u8VTF!$ToYbA;Iis|vxaL`04bAcIS@u&GJI!T+gEfl=}86#X01_nA>DeJ2!y
z#>0`A2qj1E)u^3U?Layy>7FZtSKv-))uDy;HuHdgTEIuL-h3O|GUaNEhQQ5<?zN2t
zq3q;y6S*@xSquPAV8?92b6=9Do?XsQUwu+<J=y%tj}lSV9MMw9C?RacfJqnK<ZcVj
z1p>psOyNXr)5-!t_G-u~+|K%Hr)M{}boK2UH|Jfynev*T<#Yn;%*ruqqT82?iJ6u;
zH7-52Ww}a|I`ffrG<0@RS6QCNP;oxZb??3PLXInq$aTlzpJhB%DIGz^OtIY5B82$b
zqx#y3tC%^HWFBt!o<={2DfRWE#PkKcZZB{5xjrv6ed{-8gjPtvv53%wU4p5(n;{CA
zd|3sM5EI3Gj^i<Gv<X38SLpw~?+s^i{MC<KPv#Rv3yyU(OmrenuGC|kkBsyJKZR#r
zck`YM(bnQ@gE86xr^+_|`C2=Gr#KsVVx+|SiJ}DNInGbI(WR?OipwGY+MRd*n?T`#
z5h^Mwy@4ij^oO7#y;#+yQx^|m$e?LlISVSZNS;8FbB#QxZnY6CO6-GEtE(GHr2N&2
z`EwLO@BWhLQ8_o5e6VP}20S?%&^PG|Sy0X+GZw7&1s0Ts6<ZoK0@dq-ctxo)WBM^<
zKUKxy`-@`!1Z-CfSCys`aITB?EXgZ>y0wR;jOB1FTvrJG8f;M^a(`~y3{~JukY9#D
z0$1mNx<|!C$7~gPR(Y(|4srO+Mb8zq*)-3s{D)DOQju)y0l}FH1l~M2dL4E3H9Ddm
zTVYNE%co8E@nycVzjkbMxJUIFOS`?~0>{gpkw@tf3h}hDzXMhIxOSx6HN?s$d1-$P
zL)|Y#b6Q7+N|Z<j-mM2zK}vClnFhL1EYy)IoBgif9|*+PcxVO3KH<DOKhqapuY{jw
zV6?}3b$XaJXXWQKTnzSYw=~9H#0-USov*C@&S*1Qgjm^;dN;C(YtygT-^o~&B&A-@
zqqmMfy+0Kdxki@F%SOb_?hQO3|Hj?Dc`M@7O@`#w7^^$a>uuz<Qg=`Bm~q=$T%=I<
z`Sou+Xzr>Q_oFTlCTY9+doz_W2yhNlX-@FiOcke*{XSbK%I|mJ|Mjcq#LXmF6P{V@
zRBZ4f7=QCaW!?vbTIAS+d^BAZqTi%@9;%7zDB2Z-r@I|vDue`#nwpGj5*~_y(4p%l
z#EbPqoNd;J0bye6TL@O^ZEo80F_R>==Yg7l0CY`Xua$N4i5?b_&t;q|Te!!t2LLR(
zX6a}W4~WdMIX`tnW}F7_adah9*W#M#50jmXQ)^p*r3?+z)`683D}b7pMxyaimUqQe
zkv~V~qDftEs_D%yEp$yPt#+`$BJ!00sLs`mSxd-t^h#B|AQj@~-m#pf-&QA0X2)2)
zcA@+WR#z#A`k7U$KMR`-i;Od(gV+aBt?TVNf5(!_Xi0QxcrMGS(8;kNf5l&ERV2~f
z+ol=up<`{&KBdf7avV4D!7BVB(BbaDK@cM?I_ah~Y*atYyGyBiy=9nhOH8>o8SUdf
zn7UNbswn<A&Fj*3y>G(Tglmg6HP=+c<S5bml3Sey6<}y<=aHrZtG3|{mjvsy`7x+C
zUb;_Q^c)AfAVIYU>Ml2wR5?n&L=EF>GO6M?XM>WI!nA^v>R#Q2=*=eL(drqhdo<CC
zR-OC&11y;xUTCjT7kF_4j(bl!LBlsR+gZzNGL|K9`>Og!22W9sl#jWAD90ZUmXL1f
zpSdLJR<YL`CedHx`*-|W3z`<oP}$WmtT=94iu@I6m#xv9RIFuatoHDf<n!y&J*Y!_
zi}Y5CT`dqf@<SY(`K!S)a>jNaFq#j2g|J9Qbw3qjkLrr{F_hKH<f64O`TU{^(Y5GJ
zOjN=qO3O<~YcY7TdqR;@A>t{g+X!$W92fw8+4pahSdv_JK<LEj^{#P?>JwKC#jZMa
z)K_)4VD&MZx<`W)47Mtfv;0$35s2H&l*#RELLh=;F-AWmHC~dacU9cgq7KPs6B-6B
zayp1CRD|iDXO19|JVB(AAf2WGDTkN>H8tBe)%6j61PUuXo1LY!D9h|qrk0>rVSy{R
zRi2rB(=Ymy#(p3=@(;;Q>B_+B9xIEph?Zk$k@_4;7j(HKbY3}vIVt?7jL02DG0me(
zSnXFFIi-e^{Q~z=Pv}OTZQkMlJYUVaF2^!fWy2bdw4ZoP1y#o%ZyIniv2No)-(YDy
zZGVhG#LJYgvL-xJ|L)g*6nLhJR$U|0=#nU<=~_Nu?!2gGA#?BY@;Fh9651lD)Wx~g
z${f1s^0&Fn7|jtp;Iwn0Ju%FWR{%FRTVh)C+AOiiQHV&^`><yu__*#7vkf&<Z@r?m
z-sgLBCWGkr0J@KyaIUZ!LZR2p^b_knVV3yk7O~iiD(n2Xw4atUBfi}p2W9UmK{&wP
z2-NV`c~h@u=TmG{+<j{71bcoqg=@igc0J%CeEfpeIE4$a#i5<nVVIkeAl%5CJ%hrQ
z%8o){TQIE(xY|ZAjrc_3QDF8g4E%U9qi^M%3uX=T^u#3etRcjYcryRtnO2C{lNK=o
zCTIanJEk)H3>MJ<5O%MvM$k)cxIADo&|EFZ+6a$m5futC0D%li1bgo9XTK%A-9gtA
zh&mKY>6`sp{fa7hM*JDOh?)v%DcI?ZgorO?O_b@-jw@z5cC)|2E-R~^mUxsOk$hTD
z%Fcj@JMT{9hLqsh$fe*%WQ7-9s5fqb0hw*rW3WW8O}vktB?jbCOOuXE&GP#Cs?Cgg
zG@h_bCz)Q5PBXPZt-RB(M~{3L^Kt*@(rxs<n98v_9swe+(&g>x13*knrJBru7(NeQ
zcibcn5@%>$ZpUak!%ekz{i4;@ucwRzm|nc64;B)u_Shm7sL#;+lb%W<gIHRb5J8%=
zQa2aE+IY-r!}E5>yaln!SAN>)N~_-5t7~%Pgr80AQ@JWZ*Sa;}-lx!kcUNy%*jhS<
zF{)Cchp`*sRET2#_RK!M(-;`%ZRVW-?O)`IctoLft-Hy*MReLlh&m08&eBj&kE+@<
zlqi0q+$=v$Lfg|3u;`Xqwu=;+bY}lyX`Z8LQI@FHUw@5oov;X&_h{ow)uah)vz86H
zo<gFF@OsFo<`UkNOWT^&`M`49Q4b-bcu)fNqbZtjpxLk~^d>W6Sj`7^lB#@nR=b7P
z4gS-ewnkEW=8-AG!03aT1LgY~yX}E=xYqBnwhOK<mfW?iE6ZNeAtP;!cnwnosovWU
zHp0|)d4u-g?J^v|p<^OS8Szf?FT;uV1e-3MbE_tH&_@o&fPCLwO|F&m|A(S;jB>0A
z!tiLv*s*7KY}>YN+qP}nwr$(CZSI&~z8}e(s(z|ExhMCWPWs*|s6I*4p6D}Q)DOa6
zvERQYU3Gio%6kRc|INy?<!ttIPjXL6o>FDLMb4)FJFb=68RwmxDDQPaq~X!sadMYa
z)6o>lTqAf6*Bll!5b2WXI*mq=R&AE*8h@zuwV2l_`s%RJ6--~$F6}H;c(jHiF8H%-
zyL>yZo1eRw`pAmabUOL=06u9mSRHbU*%@_9_kH!_Oz-_gt2%Yxn{9wuucg-xG7*5P
zDeY@09KfKry(9-OklxyJ?ZvJ;llqezd95h-y}2v)W>USjYxpzDs(^FrfqbkOqs#7d
zyw%y#<^-6)p(l&>|9Q|UKeTdPB&&peu!6lu*aU8>z6n}^mEMYNFxL0Q&ykDfhn9Il
zy)y8cXIJ|n$I908pM{MUuT(!cmI}qoy}MsOD7p}xEpOyMNWA3!u{Ya_^k1|!+jwi@
z!n?4{;7>XFWy+fxdjr3#WDmU)VBZ>g!(s1^y=$!O4!=LjP8U0=R(MAVbkLT22TVzq
zF7bqhWZ<cOc;QC*aY+N5h|Qj18>{(~-1yD4tlb*HtOcMs*h@X(pQf{|%RQLZwmmY}
znwKlB%lmq@F_)KT%yJqTy;JWa9rldZtdy6U<kZu=Cf*Q_*VD9(J&o`?!)^tS+s=nN
z9ILf+%Tvz^D^}%!=9QPB7+nju`d=y=t1J6e)tb9%tTsybzG7Hsm)MCerU}CW<#d`U
zEoc!i!3G6c<VS`JDOM^Qsp*obk_$ZTMCh>-<!dPh1|*3|@Kn@&V(nRg3StT+M8rj1
zUQ!a{#Zy{36Gz1k8Yv}6#cxeY6tu?2WleEpDU9R8Rt0I=2{Ge!4(9ZVDT)hL`DDqF
z;YuMl>0=U%!2?}NIvQkCsK_wq#brrjlHmnXtZ9=I;vB{%;u6Lu490%oeC#B+e%mH6
zZw*ayR5;T>XbV;(w5uw>L5X)AYGVuS?Lzf!LWreeCdkI^N-57&W9|}(N-2rwUig}6
znh6uZ;6n-FRxFC@H1V>`RJoKzM^@w{+Da)%<4z(x&}>IYt40oy>`-yCz>5v(4@lcR
zK$`R0rqH7e#4U0Sb!oJd!wO0n;zr1CM!#6|z=QZ(X~l!p_l)Z4Xd5v{7y3BMo8rVK
zk~Y=jz@|dQ!x@Ar1?{y#qR=I+lGCfQ0;?w!$W!yOX0<3&3#{<_LLEeUO1j2MiWnLj
z9pq<H8KFov6-ZKn)8)yJ{kXi77oAiH1Q9tY(2M=ee06h~QnfY21_#o;7&_Am7A-9$
z!>RJpO1EMp`bLG^>(%%{%yKlPrpCF8f3c^h|8k+&On>C`bFD)k)8$A3dPn-_0Jyus
zxDbZUdQ59_Da9cINnMS~lpjhW!o@Eu;o*uv%pP$G<Jp*!>KK`Q4bEiBh#$<VngEjU
zmjw9Q3BzAkR8i<zCo<p-2Ex?XaRy<+#4J@^P?ZQj2_<cED{@7O$%~5hDS6B_O_{+5
zNAtdDYO!WlwBMlJzyb;p74qGRk7*8Z2?bZ$Q~}SD#ZCtP7p!X2h<cRE<jX{p%!x{4
zl*A4V1DwL+N<j&d3RrIJf>2^qR7Q+^RDWwBWkI6lt&vp5h#&H5=O|T-!LG=tNfwc+
z>bT{pj0+a}4J_y>u4j)F&D|0v$JLbNg-DtWz?BlmugnV4#E&MWlFtt)Hj0ht8|6wA
zKv)wJk=>P}6@!lqWJ>PxWKe5`n31e1A>Wnw#W+%c(Tb5p{iVzz+68zN)u`kbj)V}a
z#KE~a<ThoC6YGi7sgBT)-l7f^UFP8`T8hfhm4gI^i}XQ<`HUq5k-CKFp?jh{#6}J>
zx>w90#opBTixVgehdEF&llxaNJ`#g-1Q3a8ewQCepexrI3{;Q9*=bA#l294(mGf!%
z$>U1yThqvc<7W?t&*8TaEw(clb2OV;B>rn?zz9sAM&X~IOwYopo-S9+T3U`QZWzE#
zK3`RkPg-;i1JvyjB8Os9NMTS+u8fs3v1+c$$_156-rVztsSWLrz<)(Cj?b{CNhwPm
z_v7l9D04%Cxe6*9YmD%am!T#>4L?QtS5Z6dZ$;T7lWeBWPoT+0f}R+j;MG!So698{
z+ay>AocwNQ)uroS0lJYr<}VrlOnP#Pyk6GC3an#hDU}iMuOP3jHapl!CqqlB-?2kW
zM{Rf0^J=YLt;T_Dluy#rlGK1US+)G7VSr$-R|u|!L?ptALQ!LE07jUQv7*)_ri_SM
zu2w|_L0&`$e272Q552hJ(f?mx5reW6n?)LlvddVK(hq#UpAvsT9K`bZL{;L^R#a9+
z=uEDoEBMSO4i5OS0ZBPzXM_L2#d0$XT|@^%ouvAVysuo*MlJ=;q$y0e5+O1Y^!Z+!
zAHi^-|DrZfZ)QTQNm;w!&cu4K2>kFI3Pm2lL_XL=0hdNVDP~iUw3vwM;J?}Z(q|uD
z3c*ZK^0G*>;qB2c#uxXS$h&_;FX}gmXZS??OIr}eupXWA;KaZ+eiC<#Fpk7c$<-}=
z7hq9Fd8wlGZjHZIW(7JCMo#3gc9Pc;VXI;1MDt~UkI+~gL#nCsLH+InpcPFnkM&!?
zhzCzd_ec?L&urVp>Df9wa=J^MF<lb!vq8p?GD1nAHW;chg73+=sOdB&t$Kwqie=T^
zX!|o7A{?Q1jDSK6$bgHJI67E{nTB`BoJcSpVIN`YQiq=NyV4BfVCp`QHW>jo$8wG<
zL!V%Xj9<_&!iJ(0k`5jvRM(I(#^A}BXBvB^Vp1z%i302F|ME`Nugrx*4;~bEX30*k
zzR5IPL(SLScMDEbCs9qemlyEFV0o*^B6_BQs&j9_+qMmlMw{ucC$emeS`oQIvG(%5
za->T!aG;>i(Hg3gpo3+g^HDkmEk4D<822Y~ysNU~DYno^(Qi^J?#WY7&d-*3#Mmqh
zK|J0hIK)}rK}x)YEesSOTD_Bwk2b(Wy^yr3RaYjBl(IbP;EtiEn6RoEVqzYDkFYUS
z&Xjvrb&;TZN3}7o@X}Ur?;5)*3z&q}#4lA)Ht{@K!bEB;vc!BTaK@M}vqV*zsP*@#
zw?U`aR3~FNw9AptC~MqAO5_)5Zj7KlRyseQEm%zMMzVqnHWXcdUqTm_=lv&&)R;?L
zf(bo>NfJz@ms)Y-!_o!le4#a^>dZOuD)~g;|2NW-Eq}~CrkVl5)-x^02(X8*%z0VP
z2<*(M)J<9WK*pdEOTSA*k9CT<s^VEIGON;`cY<A3WU<pypol82z)j6)@nDthv75h!
zyj-Dv@<nv=E3#r+2-{B0;B&mZiQIFF4*pcRQt^(WA|)QsS#@9&XOp+Tsw^iq`N`6U
zEdM<Pvt)M(W>VQ^uKQGVTE$J-mcO{dwYo~v;8a+BdEA5C1fyDgS+ZF9>Kv;0t~x}2
z_+_R7NAWY7AYLg@weq#o!&hs*KSJr^oQ6Rwu>!6nJ+$)G_PC0@z`}A^mN_TkxG^W;
zX@Qb{d>qb0^>!SKJ;}(kNVz+!T*B|5xvx%+sM4-y=YeQ>lqn|>8lJtS@IW`Y{y_ao
zY#!d@fMnggdao{9U)sLN7GdEG?5~+G?;yeOqaTkVJP|(&>IHH|7iEiz5f>Hf+PeHR
z&mbN7s{1kYN%R&?eHkezN@`_GlDsTtdiDHSv|^n`LN=#^v-dD(bxbk^kAez!)<Ld{
zW0*p`d~?{1y;5??gOZV{L5}%Bfdv$d6ep6^a92fV35V^bm~J7L<wk-L#_1Y+QtgGG
z1Hn~=Lfx}g#fuJVtQ=pZta)(2JF-&E1b+Dlk}!$#1tJB#k#yv&OHa;rC|QeF)V>_;
zWQ3`fw~Gk&3Hhmp^ar^Ox7BLW#lA&?)sf||MGu{2su!#0lDqKtg(iyOsEcxxO^FJ&
zZ0U%JEu2ls`XW}eaHTv8wUtk;_KNf5f9(!3GpgQa7L}!@`tna_#xC!Za5&YcBkNo;
z&^P3f6{Z#EGKD3&n#~aopv6x(>bk5sdJd_}j1_CYSIIXz-mRx+EZU6KIZJCc$~Gln
zwO$k3cgO^ZWy(j7tVmA@{-s3Jj+H%^XAz@biqlP(Z{e$Ko@&&fV^T*(!7yXb*1s0f
z*G!kYbaK>KHqASLk~UCfq@;h7q_uh$w(@vrW>xMiz?Y*aS$SiuV1~NY`BXR7Hf3gq
zNF)i!{+3wfI)p#I)k%^w%&(SuDUEaJC1VoO<=khV79mlOD({kQ)JEgm^vK6CBrX||
zdSX3JyO8vpb!b!%n2+#I&hy0_RNDVRN~n<k)Ud3w;}{-6$H+}lc^jLmXzM^jOvVrb
zoMVL}nP$=+n9Cd#YGW2roh#3%*{V$CT2E=COKdb>985+RGGfF&stlkDSTb{%5v%7Q
zug+5j4pOm-wVf{CynLS4Pa0gMTd)&RjpN{xI@0{!O1ojJAsm?U5-1uIR=pBla#io&
zD2=&XjfF#(3L5N&m&G+gTECiWhV>+hI`c+4$z2FcD@r2|Y|G)OvJ^uNd`YfrjjNKv
zS|2_MQ~DFI88jROXCjQNUsZZ?d((FNW%;;g7<ff7bIn8yU?Q8*m$8WzzJ19BCSl6%
zX~9>&?ZbQyHl=)b10GT*;}G$;q9OE}&^>ZRF?@k}quD-Dy`bND`*;JsW5eO~3rO*X
z5NXc?zBwA;-?xuw&UU4DV7^}BUj%<Zj|As_=-h$cf5dn|zG4$%1%3>V4(EL18VRS^
z+0Y5HG9lc)K|e(i_jyNrq3u5hKcUWYk9r{vXDz$K%)B+A>^J;a{M@WNSs=gSSc2+W
z1UG@d>Rdqktd?v-e6%>B4$;j^^Lj(SZMAV(aQKGo=Io#bLL}i*`F|V+_0LFQ$<HRi
zG2a_QU>|E)sQ7-u_Em;3Z5X?7-&?V5LceiCIP-qs2f6#mb-wU`_`zQP{Q~!;#?I&U
zU<%|75-Uhc<3F(~$bz7?5H|Wq@kX-XZnMo4`jG*$%Q8jE`}wEpK5$o9jHD+E1|<d&
zPxS%wSBi(A%1R{V$e=!`#^?#Qa`B%7ee6S3Pv&xL!+X0{0b6X(?1k<;7P3mG<G*(I
zD^usNWqB0@`p@Y~3z$npk!Bz^Gayl1Jp&*q>9X@#F#mW23u-=%c)0a=P^XpPE#CnQ
zaPAVM`?_9>?v|%Qw7NLWx$ZN<Gx<jp4{+|t98q2&z(vJ{y9RRTSA*9|FZUu{aI*V?
zY|)di+OIlZyx$n#MBhw4(7e&Id#88gpU9t*pV*%e1IUE-NW4(-WS9il<17u4IDb_W
zP{tD&+GDl^c7$(;Ujlo46TC9GgmXwpe}DZ#0$G=gxI3|b;PN~fm&^*?oJme@-Rj;-
zZBOlAajiEU(4F2beeN0Rt$GA&t;>F@i&NfwsklyEdM3`pqEdEZurXYOk+Ad$Xf8Nb
zklb;IJm#4sOfltSxEsk3ePkUugzsE%fupM?3Z~WSg>}?BdUaVz$kedKk`wv9A+sFL
zMA*vec?-$h_5K&g$~!F5rpe<niQIajuIqaFtV!GJyuY$(+x@d5YWs6_z1#Lhn)i$D
zBOAZ?>jUQO2UX-%rf6*?J5(QMqtmtGdON~-yHVbnbon`MqhzV2tYvih8P~$IcEd-^
z`j674Y~^+8^0RugH@~%Sc}p$Db!Ys>#qvsdOTxy;l8clzt=y(|1l5jr`@%P=GRsSj
z9NSmUCPwMKr*Co7ZKwYVWbY5F#Ro+37trkY3emTpyg6@@fzRe_Pi)cNip1_+>%Uv$
z*|aWOI3Z0!u<sizNORO7*A+f66@IQ>@B(ktp%)Ax%1^nRU<@fcxSHnE=DB=kw_KPG
zLpZq80QlPcQoIZxC-gv7v&$;a&Xmo{{7xN&40|8u$BxzD?-}*HPF?i(w?;lu9dwO&
z_+^84+#)&@=s#bC59)Bcjxtb)ezzu!N$HQbCOMh0mHVEv<Kpmn6pSbyA2aRW8n54u
zHL?7q^jV}hcTJJ^$v%X4TPUrd2<JE(mZps0Kag<O%j{~|^iDIFT$%Feg>&>?F_=N0
zzrEmRw?{<R+27H>TNzpyRH|L8uPUBzb=!LtXn9*dwTf&0sP12WSl#?le+x;*o~eIe
zRq44eQB~RdqwanrU8^Ol?Oi>kY+)~4wPIBplAIjh(eB*U^De8cp6xo5yjuj8y!^ee
zRi>-kk9ouRD*Q=M_CbjuV_krc)n@saz!TQslHe^y#2Tj=AH2nX!zX=&|M2^P&*&ND
zA>l_*ho8qL3R|#x3%$*@fW?Q`m;B-s`4blF_@5VE^uNeY`KFv7o*(Zfd8+VSKI8*m
zL|r~n=2deW5d@2yRWB6og6qZSeA1>=OIlG`i`tc$!dZ*lIiB#Gg>M;8aBu!zWnYMQ
z2UN)%eQ}HwFWi(M{c%Pr_Yh)zHE3ALsX7#llr(*EI;vkG#eH={u##|t35IG8u#)lm
z<P22o|6@oY#3pJ6A;eF*e}dFrO6^Vy+n`@hUs>l$F(O}?KOxR?`%UA(X$`{=&i{ac
z${2#&<KYK|_V9rfkrE*0%aWsnq20vboD*eV^{iD(hyZ2Kf{#nZlb5}y6cf?C|7zp+
z!AKtiwToq9)CoI^Jn97z?UCq#e`+0fl>0$=;4QZ$<PCTieqb!~6_*kG!g7bZ*p1)i
z_YTSO?<DEQK!*S3r*<G%;*ddT4rdg+KHjSte`Duevep7}!#()RvDd-QX4#GhKl9fn
z4qFI^b;>{Yn8glR?)K!F&)bg^%sC=6*du3>|BL0uqilD)8|I?3-80Vz;YFwH_VgS0
zBG%zg;5$Ej(Iod2H^@_Kn=SvB_sxggPuvIo(og0G)Do=&t-u!&ggv2a253iHYWvUR
z&I?3yy|%fIb89{vNYHPPARzpp-vXaV0)BDyko=IBZrmt>hzNro+9;9SRKtX@f{^&o
zvBJD_w#{mI2z6$NE0S74_(`b_WCz4Sb@29(_(S+qfCsES#=*Ut+5xd=(JS$7w|E0>
zvXMmzg|FAC&x_OUW~*)Pzw+DSNgm)2q|mc|-;hB@La*8x41eTr+OBY*-IqDAu2Lj?
zAxLNvHL%H-WJbjOkC^nm_Z~eGgT4nS9s?vOArL!!U|VY;2H;znpdh~&v;sdrW#)YR
zy{{}XQXa79!XaJ1Ya)(*pMY1eHM|2wy<P#YUx-7h;k5(@0Urb84{-iaEEIeoEYy4<
zVSN>SybvFMKy3Z5AwR*^zWKP<`uke@Wx&5#>l*!YAv}5SeEqZ`KMB@~`)K{O5rSO*
z^+or=)n)o;>a~Kj_VGY@fw*wmVb82XZ2|XSx50dl`jhJE{u<E82&w~>OsLBs85BcP
zgC7T;ByQL9X8*l6>krfrY!xi^iv4h?=WIl)M#v7dBCepfOR`@ck9<V5Hk<I$HxuUz
z^9*x@-ba(53)U&*19b)chFTXZ7AE^(d9>PBlSt?Dka@(~Zxc`F;E)+qDs_|4sn;v}
z4RnS0274tt?hE88krVL6{^l5@P1U^?85Wt_3HgG7f-xj0bQc;}+5bJdmw7j5-+N&{
z=lmMHd;jxInUD8rsZ@tl3C8@!cs2XC)XM^CPc@ORHv=p%!wZrAp83;~Y^fHvr}mH#
zf3XL0yVjs`ZW6p@f41qC@A1PS<nC0;kJnVpcSh^+RO<JU6a)1AsT9VM6o&zS4oZRD
zSYqs7mYtB+e8{kkT>Kbb8p1Ec5#pM@2v%r<t3oo4SK2_^z6snN^|09PQ+V!g&Z&>U
zZT&mjF2UV4sGm04*HPTPKdyPcNkzU%=wF48)xYQu;0msv*gk%9IX8vEe-cjnUR(1!
z>b2_d=DT(^o55aTZMem%2Eyv4&RuwRF)V?*;8FLCP6|8gmCkQj-u|)Bu^U0a<PFk^
z!4S>!A9s78Rmo}_`;pqY`<LW;ulu^Wb8PFG`eS(e0BZV#1VuS%g9P}YJh|yN>esD%
zxceFWgZu5j***Jn4C;5Q8~O?KM9b@Y?ODp@t?T~1vk;1U(Cu|RZ`s#fQw7=r#OdeV
zw}1IBU`O-2f&0?i`R3B$nRPbyhwabbPtckD6Wf=cp4lS==AM_<5AB?%Tg@NS`iJkd
zH)i^W@6+!e%H2Qcl%uzmKlu_jwzR&brqADPNuMXD|0X{^sOvxYYkt1le~f8*dcGyV
z1$@YWDgbME=9m0e=P%Zz-YaAkJWAzS`46loKkz<lKFU1Mxv!dr7iL%>N<R?TUXelC
ziI>^Y+`HO8l*fNyeUmI@efYKlU*D0xrT1cyNdG~4yWgs+se93WldW=n2)`xoHg88F
z@Z`8YTx4VTzSQp?cOT$>)9!q`zQR3y@br0x`SOJA&it%<f?u*GHQrMD=GOmk{BYi)
z_SE-&ygbRiw)!KyZ@$$2^1b``S-idNeZ9?=W%S8Z>H1Lr*zMf)hsbY6x7k&d^__fW
zKRkuh*Bweh1l1hwi2<pHyV@j!{eW+YB>3VSuU|u`D<y;fKy(R0sxw{NEhM_ity4@2
z$kyi-EMNN>o{`6ju>+SFwa?;9cLTx;Yq*beqnqd#ydx_bGPJ{^=znv=p%_NC!>1S&
zc7uMWqZwYD6TNfNiuvZwi9F5c9fh%ns~F}DP|e47WB!(33j6uxgUoyg_e#AK^Mkq*
z(Q(J}c_<d@3$lt2x)X^VkNT&t+U$4hAq~^jt|s1K=v`~vXz!rZp{pH2Mql?UQO4sf
zqwId}@NK^5_x6do7upY3Mt`rrZJxRp@()_ZU~e=p|I5AgXQvt7?qF{$-X3qCZy4I$
zpZ(CY$XCQ~!$;ox+`Z8=$ycav#Yf}MKX>S7l&_MXxpO}Qz9G4VwMb!ld9}!F{CT#o
z-@~4d(gb0UBD(~D)`5@K0m4Crx4#j=AiPuekmS#Nk?Fw@ykqx}?aw}hK=Ao^{{{&m
zz2nDAh0Vu8Ld8dX$A}Rcos9~C$4B}Ip!^m-`vV1+FU(6g5spykcmQo5y}y}SV+w{8
zJ>+W=^gDZK6f=H^G|WZ>WnS<MgI?&*y)K5AK^lh15HjHqB%wbB;RpuEfS?;jIGFSt
zEIz&96kS4?x<Lv)!ATgq2!nlY+w5=Te?we^!ESt9dSYR}4E*CIsE{II$?xOb#>5Cy
z!iYnn)JRe=&wIG-L_%y4vf{<PqF=EHBVRf0okdvg;SR82+3%$fGNW(~G>2L-pbs{O
zS~1(vX>{7g<a8k0e-Dgx{&vBSiud(*^&cf``|XPFpWpGf>#x36$KUS1#%8o*G-DXX
zJ>JeD?m&of6KT+5Fmenl-oD%VSFhh4fx_=DtMv$PfG1z{HN;mEmBUT#Q7o^{OSM8<
zS6s{I>l#Dqo^9u<<<`!a=KrynzU#hQgKYm!|J}h3FV0i7R@+mY%ctus!!M)1m;vYB
zoTq8at&TD4|Gx-KN-$4Llp<ZEpLls8nv!mb^Nof}@D+U4Gc1Z(GE6LrZ!%mgO7w#1
zl<kpTSR-KP|8}(s{-k1$u6}!-t#^L-cZAcz@8hr4$1*PbfZrla6F<4;I)>_ix{3cM
zUU#@h)F;|2$~#w!wAcU3?~|lG{3~vYpf~y}Y>T8f@(Z_J(g)##{>}U0_Xm`_&^PyU
z?2+tv>e}p>;=|7#?87O#H}=Y!Fl_JMrsOCnjSr1jQ0m9`L@@2^^8yrC8%bLTB+R$j
zohX#boi6w;!GO2!C*pk`9D@B%Z|?x4@GxYw2;n1I)rsgKBE#DSfgeg-Fvg4zSuzl_
z!Pc*0%w-@7AXVVyy-YB_jq{K^A6$Gx9)UrrJyxJ-KNCLeJY@Vv_z65VSL_;BNVX7<
zKL%-g8y%-}@HL!KzYiDT_E_;B&;OozqP5}DL1MU1i|+iwvO}kXyGD_l;n!Ww%MJCR
z^ZLY{DqMxUOO0}8@e3C!LsI_uxt(BHihhsB1*i8f*-s*F3Tc_c;}D>oV-GZ{!}J2w
zb{Up?>n*7?-ZElh<iOwv3FoID!Ei+^vHV<u*^ZXQC7fcu)o`Nj!~@o}uWo12lJ&Fh
zXwmj0A+5t*?YW#g=DZzqKJYmA_;t19{B7<}gSCbkTn4mg9VDN22`qdey@y=@NfBn?
zA1hw($=srR_avW>5_;etD|t_jPYk?EM_f>(g!XEblr_=n?nh3Bsw|ZZy4cpDW!gfn
zC!Ca0QB(umDWELhti)Y+xdc}cZvnm{)U1Y3=Au`v1hFjr1ag`GuC<+nq=s8u_)ZRA
zw<C*~<lg|oDDPqshXu?6wu)Ow;^$r_eu2jfsBpk&k&)p@9cUZUAxkYM*@sqs><<rZ
z5~h*AQU(WYa;9h?u@~WD?KcbLD%5V$H(HXmqFN(-*Q|I{*T;MitF`OeIrcMr^XsRz
z1LsGzBmVo=@$H+|G5FioLHOI&mbl0dB@gH4r7=QJvF=xSfOWr%5|}sQkS3TA;yt?o
z<}Ym{t)aNSAMWbk^gKd7W$&u)4=YdtfxlmDyM@GVC(~7b8)Eng!D@0R<paSRc!3*u
zr$PJ%8Un(6^#JmQ^lm`CZ~&AZm|Ioc>+vE7F#}Ep3R5(sPGYvB8T$S^biW6^bopBl
zVfFinux!v7BKNOIEY>G$e=CBwU=J)Sum<3EQTLC|xnF*O#+jimak+ygW~BUQz3^}S
zclWMzFGtKSU&Mwtkav#*PIlgQigu!P_-mM4NL-j)$e(}R*kA4M68FCLO#5lm!!U=A
z=nm77O0vpLQW$ILYZ<ZAsHbF1Xcwn&j6Bj5r`S&j9FyDoxAgJoWYbLXg~ZInoWkgY
z&<bG5;mcvm;mZ-sq0M3DgVh8@1WE)>1X2W61YHDkg0q4X^0(yV%eb1@9xcqY&#vcg
z<Sfs`&Xmr)&LqxE&V0_q&)hLEN8k@b!v|6Hh4oSOnf2lHt@S(TEZ4-=l-9J?4Av~x
zMAl^1_}9eOFeCMX8w%6~Qlg5DP#Y=Km#aKfkSn8?r!P#`)d#DfR+ubvnujzDt?QrF
zM61xN{@F2P;m#nShnfag4m9tp4q6V{hOmaZ23-zF?<>8ky>8#F-v!?#-#y)3-<9r<
z?w49cO&d9`gR~@7>!H_Et|?z}xDa+GZx7!XYOV`fWq8MW=YGX~g>{eb82@R=ZPXP8
z6RIO{Lo5i33j2hV9!d_&2*XBfCEOtNAb>@j35yRK4@(b&K%7L3CCm}J66K0?8|TmZ
z3m=L+8*g`n!(5u>810z7*k``)<lw<>GV^zIF#TZ49*w;+3vLGf)X#B%J(7q(kg$+2
zIKDy5*vQ_<*vQ$)+epz!)5z7xw}{(;&4Ivy!-2<v+=1GG(t-AY>_Pa5{Zpu+-K!=o
zb6DBFd8=|u<3`$su{E&rFry8{HOe!Ub5eV+#%{HJbE|aA@WvbkZ8+*c1gfA&KBBCk
zETXKUtfOqCY^AKGtcT2UNe%@UQ1Z%WX|POGK2yF^K2(0TP)8U-sIkC(zThnC?9)v8
zG5IXx412z{aI?^}0B(NfEdFf#Ed2~(esVsxFjweSlsD1`GteNwfQ|m1J^{l$ilc<<
zL}ThHEhH@^Z6<98!*NP4iqwR{gvNy4gxQ49g!JU^3DHTE=$(N3JQu#~h~h(pdvceB
z4tH(%>d58E)4!`O{T(pd4AxoAgX;ShH_tA@9he<=D$L24<IxDiMg!&gjkU`9=6Y7c
zOhZls=lT*g3Kyzpn=7j;fh&nCk1H2IL9W9!MV=AUhjuSu-3isZ$XC=)3Lo6w_+3En
z!k7E%Pkf%~-qGG!-!b2z-J{zFgtytZ+5?aSHTy0$c`XqwpDdCa2`%ZZ=(bJ!YkO|{
z5H`~-u`Q!5sja}a<F-+I*@Nf9oZ;>$(R=>;tk+jJ@h&bMTwOe0>TeG(K`%)!Q!m>t
zb|1POWL{KW^j?f!tX{-kWZ&PuNWLk2L_s7%q>#u)P!mB1K@&k2LGM8&K`lWyLEm7W
z19k&K15N{80}2Bg11bYL1M&lrL5{!WTl{E$!!&?V_^a3{%aOKGpP@X$kO5PtAyPrF
zfNchp1{n666Qqnu9g#pI6^BO*6%0iTRSb0ujSQ^})eQ9rSsus{WV_Mc`y31oiH2u}
zcZP?C&m!wWfd*0G%aS3PK>iEH+DFxoz6-f)sncE~WP;2dK-@2~6M5xpqw=EiBG^Lb
zLGF<f5a$=qDtaXnPv8>IR?2arKKD=%RFG6KRj^H9H>Vp<WJ+dAZAxp(Xo_!2bc%CI
za3UcP$}cdBmm@+Z7alH<kZ&&2St7DPc8+`(cA2j;6JVmwK&K905z;K+o{v8ZKI2N4
zG9mq!I6SUCUSVYYuza*}lsP^<jyv9Aq{xuWmEy(f&f<>mPVCO@&iQ8kVE<5#fy_9p
zRnJF-N;xD9SOq4x$!w9?pt^>C45{45rJ?O2@1paf@FLkpxDJONoF1r>1Cv*w=tPha
z6B6?ZCpr)plN^goTqivz<)8>gFd7pXGZ>Q`^G`TT943*He~`~A=t#s7i4DXLNfIHo
z3sIA&Y9(r=GKpyrWhdx_t22<@i<J;LCI|!Gu3!Tpdt8>-j6(R*+|rqneg&0sx<-~p
zx<<A}?ncr^%0~7^u7xbFOtx6IOt!4Hgtp|i#I_{2gm=6L4RNtnxfn$%nj~fM@`8tX
zVw3a+^>yk-vEf4Jg8F%YlW+&kb_!22o}}zz9g_(bt8@~HETv4PRHaO%tfhpd<fTkw
zNpz8P@pLhDNp*>JF}Jj5&a(vCU&C=XhIlH$6xzkHn(+(c=?3_88IuJ02KsgF^(rg=
z76Q#w>&cvn7~|4&H4et?Od7G&63T_h1<HlWh06uo($><KBJ73ibHek)bH;Ooh1A7A
zrM%+1vc4(b44}qf#&!$`j6|3Zuz)q{NOROBCLAU;W;SLw=1EjPtn7%=h}MX~h{cG=
zh|CE8i1>&)Njzo-W;Xd$k}(BiBqJqbCF3PyCc`E}C*ud>b^2gBa{6NWzjVoT%XH0j
z&vemrT83Hu`o5V1)9}WI1|{{4s!H`{b=Jm=Mvew2^%5!yOR7to6{{726^Rv(6_=I8
zs>7;9E2_-&>1i}0$wt(5;dRt?<#p%v==EyA2lifHxyrZV_|SR&x(Z#7ZD4J5ZA56y
zHSJA+7*lu1(IT3SJDp^HpnSl3gL|`f@9Yw_iQ_ybd=P(&`t<iw|5p1J>Y?=|@l6kO
z2ykFyzh_UtagX6B<vP`vdCCgOO39kZ+QD(0(TgE9r7)#2r8i|ZB{U^H{d-DuD#cGG
zfI1JIFHj;!5rLW<VIkaIAU<Dmrt(O66`?;IWS~J`tENyz-h$#8K{yOE>`s$DIdgm(
z;n?V)+`h3@+1}jF>X_*W*o<s1(V}prda=2&x)HdMxbe7gxmnyg+)^YiF`{Uf@K>l%
zB8yByouDwzZjfKExKel~ub#jsuI?)Bs`V=KD%w)Ip+HEUO|E?ac~Eoj;*!@9(ecS4
zxs}k7-ihwobiW3iSs`4eJ7POVJ5oD=UB_Lc?y?Wh|8kDIr$pcQ-?Bbmy~KOCbhCAH
ze5rptd<1<YeN269d)R&Hb`yD%c~g7SdNX?CdlP-*d=q?C_)vn-gwP>jjDAf790W`R
zTm-xalmxT{+ys1sc=p@%3-vqod-W^yYxJx1>-5X_M+P{emK#*QQq)sO7Au%5t135F
zWLB6chf0((l#?x|UDQ~pH0No^S68+u%PNmnEDBV`sgF^kph&==1`7wH1}g_U2S*22
z2Wtm=2d@m|3v}G+?0*e}2FF6P!nnd9z~rL$C_t2{TjXdI&B&crGG9<$U_HS-Svz-j
zh+4~WE)!meKSjO!d#Hb@eF=5f`jq&%Luo^I47C$=B{`R$EhI~>(lTpbv@N-gyN^4X
zzb_0Fi>BsiakM=aKvEi@4x^7pC<&tqGYi8BTMKs(Sk8;hE6sb&OU#?h`^<~azZstx
z?--989~)mES4^_fv})b-Z27MHxW7IO9iLDBOHHMz)!ymoa(z2{h@3nfHlpuL)1{)B
zp-@4!jI2dlMcbvap}8SjLCuUPKd3+G9Bu@BSty4uhc}01BV!|FCF_t(pjw6G2&m<g
zP?D9Bl#-W{nNpfkoRS}t)g(hC&JsL{UnKETxG2`C)~VU4+;tu#kn{A--LT?G1QToL
z&1%dnm{^%wnXfbOqWKS(qRdE`88aX<jHeB!k*9l3(oc-ZDc~rMlSWb{B#w(O79JKX
zi&rJFB{U^CB|Rmlivx>u7Rnde7ls#>7or!k7XlX&7Z|DY;g&@#gEi7s%BfdWEGnCy
zHb|^9TQoOon=M0|kvGh*yIjOOOSTto%wwBqn@)|502gZNlF&?2C?=av)}$<_Y*Sg%
zT#_v&r%#kM)Hie*HyXnjQyOO)e;AWOUQ+z&WpHBC3BJoOJyi8P9jy$F8L1^SF!Sw#
z{%r1^xqr_;yax}0s}MB>XD)p4M~$9=w-7x=d`{n=mGT++m+lE!c)bJaG4}zh*8392
z;;El3?&=wPrbDY0>~pOBWUw>ZH`5)dGXP`BK>IK=Z@L5VT^M_QsiWpRKieI9X1OD-
z7rMjWu?15}^IpCxRoPwVQ~c7^*tBH{)N<G@DcQx{m*X~i=0;nEc`i*W?AQeuU+s3`
z81n>Oi)hUi*}>8SY@m58d;VH$P?e_jVD7`}c6iTc{iBwxDzN)v^7krnw(I_}N)@cf
zoHjJ)-vCEy&OLZE@7(}JTFnCihBD9q4)UX<hV&qG2Hu0ji0IjAA6c#0miQk6tF4RU
z{wPSlCwFx^LM=UQ9hNCb<eAGN*K-zH@T%;cqRcZzz3NB8j-2Od4MuMP)kUVd%tuBx
z4lrxWGr^9u5L8-k+zpCz9zEtc6%kk9P7v#0C(1hLcYIuF)`1Pz;2zn~1?N4*`9>yw
zRba)1#Y0o4Uv%u*x9<Fd983QqT4MgpLF;Wk=9$Lg@xSUVrkT_kR~giKUr`Kj$C@XG
zmt5yaXTUWxZ|tpO@V->dfi2<9b13p|-=>#l{-t3u{OpgQ$A3LNcbO&FK32!u4gO9t
ztm1#daFt^k2{l}F3N(%Bxo+p|39@S&CF%GzgNK(JsKK}m-ne*3A1f<R9cYu+d9ETm
z`}%un<D3RLc4hwSur?2!I+`o_5H~0DaNDjb#fCX&5jW@Jo||n&qScLK4}Nmgwy%C<
zwHvUc3o&Hfo04Wzln~^6*_IFV^jNxJiB<@^gFF+7eML9*JaR&C6F6r<fUw|VBgo6l
z7rr%1?DT9J*5=%RZ!VcPah){F>~v^CwwNxgzG<0<Z}mWV?{Q@EaXU5gdY%!SWm$3=
zX}!IQmEB5zs_IV%E^M|rG3(Cc-te=#aB7O-_|tttB4U~6!lWUc9i>yM6C(iDDO}jR
zv~R{uhxh981?bM$%kF`U;n|eqadc~F^BBVE)D-W*wh>jwseMQpVmQk&P^LO}aZ`pQ
zGRMW^TWalfFOyP=w14<AihjcsMZ1mYu_Wh7$KzdU;&lT*nh0!aF~aRiF+zF^<_0FG
z*jJ`}sAyP<=l1P7M0mp4VDE7?20FW|k5_;*ldnHI7YCtV^VCZE_z#!Xzq<Q+Ue?tQ
zt4(DWZ(i2v3RKf)v;5D^-L=@ZHTT>mCm)=aq3z50$1V&0m7%xo%Vj6PRV97HXgT>8
z#AValz}imGcSYpI|EUA}y-}sZwQ6;1F1LB2Tc6rh&{rkebGgC=pw*u96t00CYRWh4
zl|$E;w3FP%(f`}SHnGWv;Li0(HXB$+00nOgtr~;7Fc{uanUrKLi#*=iHg!J%4B&Kj
zQhnISp-<LyE<X$bh;>I+4ZO~McD0r*=M-ZAYCNrN?7jy;soE*27y)SHsJ2nM6JQdv
z)&YhCz(7=cF<L41(lEmnni}l?!1#3YV;jFVm9|Yu@irjmxr<@SCQ4akaWqHsRvw==
zmGn}5aR`WW{gR?AwQ8BRo`uC`K|YH=s{Cb&*KSXWuyC~+Ls@8F(o%r1kiUWE&{9>f
zsK1P6+mbd+Bp^&k(J%!FdTAI*LjFXx=Zgu3KYePJTn_yoW-;R*g*=)QQl(J$R1jx+
zTgB-UX#m(Iyv@X0z^6ThtyKMn|Lej)r=TX|RuMp|OIY@Z`gf$Ak|n2?002cLG_XjN
zv{0nXY810V_qc=153)HCM^04hn*u)UX<VhU_GA!irdIi&_W55MW;XWO>6cy~DJLGQ
z;q4PoC~L~A{_O+Ja90_YqgqD+YOJZ9EK|^{&~(j~%T&(PK#84b(;%x<bSaT6j@qvN
z_1c0aC6=&iWs?>oS}1jYRd@T!VF>K^rk0uQt`>kf9h%{}oSlI@Pb_fOT=-4kt~xKk
zSG40iL1nd+K`CoA^kTJ9L1Aht`)=APAWXD1^cDe~BRgqO>&R0b^rn)3SuGG_=V=+}
z5z_4YjSoYt+(zKdwXgNT*39|CqeE4V3d1sS&iXfV&Vt);=mK?Kb77V_;{jLNJ%HD6
zy!a_|sDo;pqSZN=_W4b;gG(K{F~=QifsnXz{rSzguj;{f#)h-US?V8-(+O&I3PzV>
z=;-GJ4{FGcmp+s2q6ZukT7o{~qla^P2UI(}nsV8MP^aN#y*~5p?}w(lDQDVxt_;%@
z>|$MVN<FvYbY;bW+rp>07~Z(kw7CFx)u(Q~VPy{5a#+R0ZQ;KQxfs&8_E`7paf<0s
zDdUE7xz8k<VUfEOXRS%mtRNdnPjSX<F^&;$t&VZY$l1X!Ju9eu787jhijC2kou5#u
zI|f;?5|n9R>70#@nS+l|iaG{YF&p4;8m`x`aPSjJtKm?QMune)R4g`}S2_ZUrc35L
zk%ERW3lcw1V-Uy9LnNsmG(=(pgd&aRg<k@IVa_R%5<rR}`^OAA07yPIZ_efHCxU^1
zOFd!;aNLj0>v>%ONIbS0>{dXE5${pv!wx`5+ddg<4Io#PBz&`dKQNZQmdjXlBVhJJ
z(9j{bRe&SQeh7OM2M{6-F)GFmAiZP$5?%vxJ#)s{j{$(I=3XX^YXE@v!DyI^%QUcN
zu*>SQ&QBQi^h`RU!U>o@<g31Z9v(}-s-716@(O@bK0}O907m2ubLmyq04T^uk^C0y
zKLeBv(Wp<8G<3tRZF3{m!7dDUm%w<d5O;d;bx+vSX*${vM$gWDVaBP*{p7Ef{W8px
z;kzxL!MasIEL+nmMoWgi4s7Q$Wk@q1$zXuCp<07r2?pBrTZp?SaUH}n>|hfv!?4{h
z4TIDgJ^^f^OOE~;{67PXrbbv7&Z$WKF+9Dq*1!OasutA{8&0E${MqNNIg?O#dZ%@G
zIBAzObir!t)j568XgaM{Ype|GJj4*JO~OHGY_p*JiRa%lfa79j^#Z5*1AQ|5w{@G*
z3_ySfN3)b!0kqtDEY27Z3TdShxCV};zqj!Y>jjAX4z8B;eO{$Yd{1pr`3i?~;Q!fL
zDdTkm-MEOgc7Dgr#9XVXmgv>L{Pn!1lCSGMxazX4Ql#6|-*u*H1^tx;2<X*IyePH$
zP5Z8%$#?4xdLV4uYX20-BB#>5II@&!omb^i3AgyN!KeO2a#`N92tHA9+kkheX+=l-
zzPVER4vtM$*|XkJ-D?ACyu8~~b6L9%K$}-kz1!iElzo>w@>DhX)p_X++gH|&{VShT
zG%GkXsefnxoc9&nSUrAmf^;9FxtnJH$`Pm?AvmvU=u<pPc7}6RQTxl`iHas;8vm=H
zk#!Pjsl2YvOO(1y(ZauUj*`Cj3MCDn!;_V&+g3*HFN>3DN{=id%#g@!Rq=76C|X+J
z4!h)F<`-I6^bY;xldO%p9=sEF3dc6`PZ>D%u`SD+$g*Wi*>2TKY{e>pZ{r4Ug-qnp
zw8T%@#nffTIJlhDcAmR5>jF^3y619No+FE&!Lv$+sdEUp+>}o8TTM+VFpA=;LC#!r
zEA88eRf$t8cFLzA%ef7c-^J5NrgKLIxLmhROuL|KF|bmtw5z1&Wj$!q_?nHk`ISY8
z&PIl<@wUg_-fP2Dhpm+rz+qu~Z!66aM>|;+8?8J&Cz<(-=00f-Va;%&`3EC117ByO
zAwy^DqCSuXQ+P$ZunDuNF?zSj^|EC<HIS-uam*V0+KMo9#b$ZU)Jxsun%-dgH?3`#
zSw?Sh{fEQdoX4i!7OeZ@h|c0rHEbs>1Zy>O$h8Ua>&lgOtDB21JWrDaEakMo-88H7
zE_B@>7xs-hBW&YzejlF{+%p<RF8``A-6t<vH+NBV^_K>haFG~dyn;{!N<0ApfdZfk
z*ug#OrtD#{51!*ZiDRU=2}xqcq!E(o!4$?Kkr=r`MA-kNLQ$9)xv&HxBDt`TP*E5P
zA~_&d$j5S__07~aw>z=>MPpWD_C_iz)P*D<AuH@bO*bI<GyIgRiIHFIX6WzF@EF5*
z4#r+SB2?m1=GlJq6SJgsI4KtsfjlWQF_ycbx3Yru0U|;)Mz%C<)J$o-apCO(W1;Qh
zSkipzIcs6<;uu3W7dKCa4B@0mp}Dt`G@+u%aT60o$^MXsjt0i@qMZRZ=X8{UIa|F;
zdP}s%f}O#&YKLbNBOEE7wNz_NOHn>;q4ask{5w;YTN8mcqegZ}kD2b`aUsH@-NC%)
zdBXgMIorLN{QHfWK9)??bn!nC+tU4^4JQsyCQ3N(c@l-x_gfUVVq(SK$3=kNmc~2|
z0`yPO^W!!^YfF31HOc7&2o-dnXvx{?zww{sb*23g-yJN(eRDx-n@*OpzG;4mm^qi5
zdsF<<F;^~!`cj6DnwwA%=Z+7^yfC0BnFPeAD)4XT0!*cd<!yl3Esog1{fl*(Q_<VQ
z7C?6@l5|rq2cE?$HSQ#V5H4jaW$R>G2w5^J7ps=^K{`__m!y_Z&=t}tSD_d8nSR++
z@XgBhTRv4O)#N0C<SvgNMZ07NtXh<g!(4ME8)rE_2yw~`ST37A0Jb*3beB%YajiL_
zdddRFrL7483Odew?TF+xzeB3pbWHSGKuwI^91KutV$<eyfbvMlSlA})MW%@LER7^8
zj<Ay+X4r65tK1S7W+Z{-E_05bX2dZ$9jZ9U87A!g8&h`RYs8eTG~A};8GdIYe9_eP
z3QK3xL$P$D|6_ULCtr0xys3r@5oK^pt20^w03>ya42^N<BDlTsM<UquP$<3eN1)r1
zrIKQg9s0;rJ_91S_x$1?E`x>J0qXErpvb=O7vJzwApF)3OlbTg+}$t;OnCefX<?iQ
zDl##Oj*!d@k3l|4dqYXN#b;uZ-!KLk9*x|bpn`}>ibhwT-~nj*kgahlsE7oWeT9`{
zpBNMge6lT0gUY(p6@_lQrx{{6wQ;uK3Waw#?F9M_nno^i<phqW@u$r}_d^7?pe6CW
z%-hhnkR>yH@z_<*eG%uqgt|#@p>mcOndDUmz{aPHydrIqK=Lup`SM%o4ANBBJ8f(@
zjts)xjoQp+$UGB%bSBvdA^Vh0mt@kX0f_7p#jQFb;|fyp1IJ`xa{^g1Z#{}eWH`Ya
zsAWH!D}io~Dd&CbxKPYzigo{PQN86Gv!?Bp>y?&FV;LB#%axjndYvLB4yT+O+Eo(7
zXp6BAtPc%Bl=avW#;4W|<_DGL$lfUfeG8RqO#VqK_9)s>3O!l$r<s*V&7Z&pvSdTs
zqYHq;i;IPZ7bg?24k)2C9`S^K$fg&kdGyPEsHW%dxd!G8tsTK&p9FQ8Xg6%x-^HtQ
zd_7frxhsdbN}3(f2u0x5E7f9Kq3gN?<~$y(&)BC%STj!@oj3+XSR=oUP9C$wE4#k?
zT+?<R1y#lN;Y=a5_1Lp`c*mHT1lTg8w8y9jTGndOKMCmEcFgS@K197QeU_nz_uTFa
zptZ@S2fIh?2wf^U(Z0!tcy8Brrk{nMD{!^AHsQ46wcBN2p_hk_50tDF{OJ+0lZQ4+
z0fPvK$PG6l!;D_MIZ5uU7wGI5vEw$Z6#e@U_jy+KwAiOOrpGcb0wy&0t!?(2Q8^<Y
zMxEHL!)N+iM4MY})FQ5j(+;@+$Nq#{_SWHuHT^rW4l%F&VGD+KbgDj$P2}K>TfNrB
zh_!thpde1O%@UJ?G?%K+o`^J|YV^(+JHRnNbQY|&FCvYcEGl~x3UJ8(oFPmJOB1F>
z-HZwUZ-1PXXk7t-Yh3Nb#;r2*f?N^RBhDJhLswDs<4u|^v_i|m#(Y$Cihg~2Cx)i8
zjmdY(ghx2?65qswcX*G69^&)&45Ew6GvOy;@nv2y8*gUD2WpX?M5}iY50@`gk?we@
zcP0<&cgu3=+ytzr)H6hnJN0I~<O*lhZai<fhO;iEijVor6>1Fg)SC-fk7<ugrF>V(
zc8)Cyt->$(Rr5aTPq9u|Re)+$<AzK!?V;5yxeN|t*}<e*YVL!;wFTdraqeruwc$5V
z?3ndYd&zpz>Ht)$tQ%PtK+mj}4E@2fOUyZAUP^+0X`DTaEmP&#lC4;kEDM5vNwj$C
zOsX3ED#GH9eYmva?JPo9u))0{O*T(W(hh8pKxoocss%SrzOfWl$^>Xc6L*C;!0*~@
zt5jWY;t5)ioNiY098a;F$Fo3f9Zs>Z_j})V11Gtb-y7Vc$(n++@kG%&plc;=eBY2-
zJjYV*_|6}VFqYX&(M=X60Rl^jy~@JMO*F89XLE5Ul$Dvx(oOpkrq*0;#ZG`RSe1#)
z^0jycM`tOo>dSP)%}ph+A!OHFd0!lEg5yq|auAZtvW=e-e)Ru1ElNmHfU=bzH#lP@
zHUEJ2u-EXb4?156t10JK?W;TyQB}&V)D?Zx^(xo5+R1qiom9xJ+&MZkQdO*Fx>eVt
zE2CDT&n_q1WkMUnZ7vVr5u#3DwUjsN3j{YjyIQE{NCW<K?oreY@l+zKY^xX<%%(_E
z_9_<Pj-*I(-V^%5u~85<oW9U&(>P|F_rC)LMAs;I4!rzNm+?UD%I8<br>UTZV}C@K
zX{ZxfT(J^Z4#%I4_z)(j{KjN@#)h(Jj|VpFjX%ARE*f344N|2gkd68h=~zw_E3DrY
zt9&PX7+bR~Qrr$#!uW`8D$k6ExUeDVKx;1@xF!_7kT{BgZjIeiMkj1lIx{bl$WE^L
zUxl)hW|Yp#oyvQXd@AM?&r`8dpOpc2kx20^#UskU9LY<HN2Y{gcoB!FF9MF=<1EjV
z+hyGSpoYB*3GZOLQC||h%OaCa(4_G^6|wKO<#tHsAgsxTs4@h^%MfV@r11t9+~=Xt
zr2V!#P(AYUr(&HK)aQKN)<U8+Mb@a!F^|?qQX3fj*@WpLJ`%a2a;IXJgdYnJkZM#<
z(O#)&B6W`C7Dn0`nClD-#z%>dCSaVY5u!X|hlG_PDbZ7s?_u@-Tz?eef1&aqr@yZv
zrOV6Di<JCaM|ENHKMRrkScgYdmYEUK{#3`FQBZ7%z3*Ox6~SXbet*yraIww^tG<aT
z{Awf&{6Q130vv1apPd+|&G>u7#a?wjkZ;8E>n~h$IZN0m4_QKHi)4R+Tm2$0uythe
z%k5uCW3OVyw`g_@ZgO)U#0jNXTw~YT!|Z_&2eie^3S0(%y={*;6zD)qM4?4#2-^wu
zT!?&+1UfK*8wuUnDkI|&Mz-P=&y9?B`0R{C-{~J#`0S4OHZa|-|FSiZTF3aUFR&L_
z5?1*0$T%2-O^tL>pId=JlV-<wF^YWBdc?Dv3Ki`Vdj4d3npaJPiK!BXaC8`2sfBT~
zHc*KKrKjb?cGvgRQJatn>Q15D#9&V7MKFhI8nX4;IabkZ{bo$cr&sx76V8kYjZ+D~
zI=UyYAF(!Q=Ug>1x3>0mH;D1cs`Z-^b~m;^c%Z$0bAJFsD~x3rdf-jwF2W|}IK(k)
zPnk`#9kDihFWIeJE9?~Dr%{v{G9+~qMyKQ*0tN3vdP%~y&jhX=vYjYt>-SSVC~2Va
zQSBqK|BtG(3~K8Ow?0ns;x5Hqi@UoOcemp1PH`*lZY}Om+}#}l1b26Wy!pTPez`L_
z^V@4ZE9aa{zU*Z7dA9u8*A?tKS%6A+bUv1K(KGfOTIR7XHR2Ff4{bjB`_KLEhFIED
z?VGL!vS|ht1!vJr^lf?(sT{Sf$XaYNifQ^iQ(aM1@}ii(P!V6tQ*4~2GC9>HGrw-r
zR=5m>C1H(VtG5?b4N4e@rZT*y7SPgFxJb74M~8%9;$9$rV~;MB>5|L0R#Ul&w2ziO
z|Br%ljjMmj#D|nhmF!g3+2`oTOMrvuHeVGfPjMxF4q8G9(Js>-m=Z&hVojuC)JF%E
zM^cR&)W<^1?;21kGg9|ruqlt>Aboi*$Y3&xZin$x>7+8cuV7D+pG;Erk-#6v{+FiA
z2DOd*?>CxwI{V*{*;Ky}bg6rV5A;_i@f9)QgWTCa$XH?{x0c5$aA#uM2hFoJ$So0%
z`>C^OU<!@J6tb{4@Hf%Tglk%uw=Tx&d$GG%2*?w^Fmc8klm1v3ExorMbee{%kdu_s
zIF+g?g{S|CO+mhyjIvajMpMe4*`Au=JCOmppIeYt&%cqnT!=2mPN9S267;{mhg>2O
zUwXRVTJTjjKyIE{;8(s<(O`SNU(i!_RJGu;_I=WL!q%t)g8t3?o2h_;-TN2l@mb;m
za;CZ5y4s>~#5!*P`968xiuGlB)Oyw?(;#}BIBLWPvnh>k7Z5?1wYBv~t-%fRd<*2&
zUa_5gNDp$~9M=CdsGBY!V|n);@1N}sse0HWq0ppPi7Aw?t64NYpJkb3V#nimgK0Uk
zD)Jpq%P7Xv)?|n<t;YWOt%)A~lJ4vb`PH|oMud2X-NLA<_v(X6X)tSOY!&myz6!I8
zyIy+Ntx6*&E^{_Jx;fINN--zOy*M48Q~QkP#E4Zza|`89^c<hYVR%D|B(%jZw0CxP
za<|>8fymZO@Cu%;rM#%_lQA_XtuMrM$?>TQ_wYr+sVh2xFDxmpPEQ#8@ZE*>RQT&0
z>{Ly~CE_6b!*lwm+29bwHBUNH3d94n*N72#hj8b!>kHH#WW<403oSh@y*eAbtj(px
zC9Eo9si|#^4GqF7qVPjE4G#^tiHJg8gHnUiz9bWC4=q(K)$2<q(Pblpmq4NJmmS3W
zhEG2~wSlL`kJHZQyPG()P`19DooM4N)*RLhe*Kfg@IpJlvy;a4GAn(U@v;-Alrc)*
z`3^y>NU60%NNdDdqr=Uw9jI<vzXTS9?W2kQQk}pX6}}H8o|(vkbQ;53*j<!B7Ua^i
zSPv=a8K&93-eo6EV_&@XP2N>rnQPU>?p)|Vp?-_+;ai^{2sEnbU1h?gCc=oY2nv#|
z;1z66q09*ZND9(@mD5SnNg~czM;KoC256n}AzHy&b10ubu{seYinD`nXuYsyOfM&_
z!?o&p>$zGo9<(Y{x)HJIbP6%3;Jb)kzNgUSM<DLY-#bje7y7->x@o~}hsL-xxvGS7
z!yZ|*yNV2NQa>xj!{VCL8XL=M^5@F{eVugE3<NWeOWbB(WWtN#jV9)R>Xw&;I>TQm
z{!y^NKUn}|LpyHeu6t(_fq6||-%PB(kWcgtDBMHL6)Rx<1}fwG9GVRgl2YtS?fGI)
z-<3LVt(}`5Gu5Mq1o+|%A<n>~SNK?pZ{)ow9m{=+&P;yRMw*s>T>VH0Y(<j+ZF4Yu
zSl9;Ne8%lWA03!XUZ+LcIA+>&oUtgO`tRS*63~PfK%9fV4opX=MBT%PbH5ct^7XFJ
zlDwQs<V@X>mYp04D~?7V^(bJ@JShSj=w6OOHP2_@tAY7wy650yFdxn3ty!C{6RS`I
zYEd*YW|mhJJ0`3m@>M)>$Zx0prX$2?5*<!lg*_P2015iradU6@^sl_Hi!#S3#7N3w
z70_RKzY>UVqda`EM@oqG|FTrbA}0BzoNh5p^B4R#uL39Gd&4$dv0)_1LaH65(b?>`
z*%T*+Fa@jzvD!|pZ|XE+4zxRhNRX0O-ZGCL$c22OgIAkqeFvS=-&&u1zqnU;GMGQr
zM5sjg^!)Pa$`^Cuz4}=(1Ns*BZ?c1k-TO$qLc9y9Q1@yh(fL%ZQ10sN>nW_GfcmLo
zL?X@BjmmE=6ww{@v8U*7=D)dd#&2%F@q~Mld0mvo9-SEaUIT2|^2&YR`^+56Zv-|s
za0RYg@Mades{8C6yTFDXA>djQUX|C2AvC`WE$--KYaZC}6!2B)fC-7&3n|n%fm^uk
zxQkc<_Hqho+NUw(n%vRDDd&?|qI4`D-u>fyBx24sn%tYoY{Igt3eYojR7nCafZ<E-
zzGn#6hkPAwHCixF4?$SZ-9#|$r_h(cqjad57f(@Iq#iuH{qhhM?f^d4-X28qn3o$7
zwEQnPg{AO$*Dhb>hUEJ|ox)$1fW>`cTf{+xw+h!>j%dAo-sBlWPjD*e*Z#rVetHn7
zgRO8%FJ%x7xwWW7x6Q+t_}$EP6IyVIqLFqtrH}yjm*`&HZdwR5pdM8I%W#dbYx;|{
zLEz!XF2ldr_S9gC57BhC*6-KhJx`xbKmAOAgn{KquI<@D)7z(FQ-en^l$U?cP;@<^
zpgfmhtB;tWk)IlobY_U*>;M4}c1Q70n}8>X%U6IV*;q9^upb~rHtdi1z4(DwWx)T7
zh;#cBWLh>_!H*+qXez)4#N{DC0m%Hs2eBkgnII3JH~^3!%T|NF_EUN^aw#H39UOY=
z;n_;);5|Z3aZVv^A7=|To!*TIbm960w?;;TJy?fo*N-7>rhFRx{9VbN=kJ8_K~=M!
z@Du$v?`0wB)~Loyc{?azF%&@j38Qr^EjW4rN(R^q>&H*rjkGZeH^fdnz^`qC1Lvjr
z7Rv7x@M~tmeI&1{!Hw`ALLMs#h&h{&*{e*#^iCcl+mit|#ZXqlpyKntq}V*5xz8N`
zs|d_``49HTTvAUBk740nrI$i<yLF@9?ptw+RfIt1>}xRp6cTDag84iPdqx@}Rkt{c
zaP}B#%gAvb+6?OBOv76@@qGsp@Uu3JwY>CkE`M(t<^r?D#QInDL#VCY)GWCkFHBAS
zfq0|c$=9}FO=QIeNpT>7ujes;wlGY09jy47-SpSz{zFtr!4+{}%#q7+=#k$SzZ)V{
z6rcErUe1}Z*`OoiFMgsWBaMPE-CmCod0t%My|{;qp3C`X{Nv*uhc8O@+(K;#jc5EV
z2G2mV$+)Xtk6m%e8U5#Fdttw8ILoD0lZ_ju!iNQJvyJb0tnB>V-Wyqtd>o#DmfcVs
zG{zUVjiQ^d-)q;hliZ|D8NdAz4lB`gCnsO=4vWF8dbXQPLOVA%eEpZnOS(FC|Eim5
z17_0;UnT;W-(PeyO2GBqZffd7X#Pw&BWTR~;9P}-+HezpW171`&-`zG#x%)S3?{E&
zs<G&^Q$wDc)BEWtG&-3~V#jCjL7o$hVn1fkgKfDm$7Ke{^ODwI&}W$t9`joL(r3zG
ztsF*m)(zIezj)6)!5TNr=IkF>bM*6{(SY^#7qw+Hs8!i3B*&^dD5AvWUkGP<VE^b>
z$wM<Z=Lp-w$rP0PodTx%FId*XBx_*xD(PbTRCiuea<op%AsAbI2B}yye=(+6BCArH
zg8H5|h9ktbG5oi}Wrsr}RcEQN?woeK>Zg|1*(kTB<N*SQx~Qc_ei$A{y3W$yg7uj=
z4Yp*ciO#92(_|4=wM>mE1pip`s^~Xr?Q_CR4XQ9p(9z`IBr#$$4oykWFM3c&J-v$(
zZR5<BQG6F&FY7=GGOJO9oo;`9h^rH!!bCdUL=JO>HrsR<=xTy*33NC?I0h&0_Ew$O
z8cElN>-L7v^ajV9g^pm&x7}gu_yEQ9I@uxh`B-CB#Bkq^+by^0g?r*?*v71L=&!7a
zr+V7UZ_|?<^>N)@lHTcL@N<BW=E`g5-(VcK+}3TsdlXWwg1$FcN3AI5cvHpd-Tynu
zz^#!#_tG)lM!G5-?iy^YHS|I&_1%bcXVFjBzR8MI2A}=lQFB%h%pos^C~vUuaI;ms
z(fN>hO#E*NX@zR{O`3cvRB;hAAWB6q(Q(lA1Ns}m4D%nCfIMKFRk}KYu&Bx~Ka&L7
zXI5Pk*>(kyAvqs7r_M!6sT=F5Td^S^zSyc@Uc^=O5B5ch<a%=^8eHC|a`e%h#rXbp
zpD^#Bg=~8iv)d9_1`Y)5Prx(lzOv6H1t;U|6TYOfkUaMZk4hlHd3ae9zeLRtuiE`#
zzdmq8tGaoC3-Md-MMUc&4+V_%l3M}O_Lbl*!Dlat197pw80{0Tjo71h?jxI<U+#&#
z^@t><w3P-Q2mW?6N8vt7<UNiFJ+dSYxGWAP<KA&{U1fPml;=AqdX&d;Vv}Zp_jhh`
z5|t*5c;`E9KZ>VD1-YxchQ{kEjZYFgsk^M!?g?3WrntlgldYW5?%G+~yTrx&p^ox2
zv{6f=M!aLl>u0`ag?4|90YHOzBYYyY4-wBt^fjonY=waZEXqhER|55*px^uvf^J96
z6vF=;Nooac?g|5(bA8`yCOr0~pT_ovXqtr<S!$rS!_F#*U*@{*yl!Rxpb@#)KbzJ#
zUW_JOHjmuUy!;ojaI8Kv<DYK#y}7v?SsCuYslj*rV_QR<H!t|&1-t>bOpdVyWM5@j
z5Ab@9kP3TuUWAsnQGTpr+lmJu50eP{ysg12JF~sj$JmR*wfT?=dvyY#rD_}kHkMYx
zk)1SjYz-3lVjog<7!0t9D{A$JmVc~-qMG@`E|afxp*jIlZKpgpPkLYB9IJS1^uP%?
z7RHrOEn@9$VAO%%brtl(l5x#}*R>V=GPjpCFCO5kf^#wZ%#x4yI+|}+Hxp+sCzHA+
z`49JW<{zML#?R^58+d)*yICHqvXn~jEbvHy$=NegY+5B;PoKm!o5M{YVZyS3M|{L}
zP5zY|$#CxIoaHs;SG*eAW2BHdiUp6c@`(XXXVJ=<xX*+aMaaisKxt21czmE`>#@dO
z+?Vk|=D8~!@saHY*L!}j_KD9eE7ulhvsy!VO}&wV5uBzzfk7H7iC)8FB6O6P#mFvr
zuPWTbVpwnhr`P*2nsPa@7KZ<w7=q<(80VaQRbj@19ml45C%Pziqq`fEEv+Smo}?Cm
zqr}(JymSd~_|7!iyTPa=)P1PmS5X+A{E0{s@khMBSAzAO^nKx?&QbS6_5d8fwsTgO
zo&JTr=OvT<{@|miy^4X+cYNhyvsy51W++BlQ7LeReCdgd_!B|#oHNiPBdGh`W__+R
z^^1_PL>zhi@$IO_`(AtP2N{<TQt{4Dsb)pcc)V^;nG|c_KoY2&Vi_`a6z-{;Viioj
zCr|hdun%su8hQ-QJ3P@y=Of_p>TZ$}QDd^YFm@afPf;81S2*{$FJ=b)E(W}>t6D%w
z#bbD`t6GBD;jpA?r#tahb4<$$Ng>^m?YW;7^!t5Yam`Vocl2YzzTPMUtVcI(gxR_#
z-yCAzBM|V`dfLw}_^FL06xu2;vcc?h6K<*npWc7WKVK#r%xMFe3Tk8Xe2;Bv3Gi*~
zw>N&-f{8tsU2zOyhotbGbeGds7}fQib(e9=Dv0-3ZkBJ#NNj!-T)|Ow45?fL=^I7<
z#B5l0aH+;X+fYSV&o;P<0$qULk$Xn0x{9jRxYAJ;x$&RTe1`pd3Dw;#rwt>18*Gdy
zr=RoKM>wvz8U&0u^EW)M#Z6rBSVuStb~vpOZ(LkgTlE-p#m9L(FE^6baE%;!0C4gz
z+Omiy{wrnI=#Gf-JH*T^>!-$N{#WvMPUYKb8feX9`WH>K_g|*5#xG(Eb=!yQWZYTi
zLS@8?1-_P8jNk8Ut+LM*egRy;Ar|mhT`!D}AMS&e_5}Hh2gA1#S6}?n34917?%e3%
z)dqZevyyfhg|@%rPM>|0_SxMZ!n?k1qgg)8@UhHhyBa>S@XdgX_ydc$PXvyQTu2^h
zaypKOa<*UhrgH<v+Jm>?k3a##?SL6R;i8p`x7qC@{R>hj<|6KkoZctJM^C=(BJP7&
z&s?5`cg1O~V?`dx*c6a$4xf*WRZ~wN-F-T5=<$h?UeA#1{kAJ=(aP?3cWz$aS4V!P
zV-!9@5K=Bvi>(!*kKpv_2a#3vMS9~mj@#cC^E!^8ohq@~<(FBH-Kr*kPodG*36EpO
z24eoJ)oz}+WLl4{Mtfc)yNPL{LCxG&`~2KiJJ(4nAEe1l`=}TDY;&bqek)Y_#>sl7
zsq<pb;VO3~jx(;zH8Ew2?sbgGGDTyd;?|MQ#&=^JJDA3>E#$kho9N7z2iC@8*vyit
zsm`WmRvuhEXbuNkOLaY_P}llRD=)%{XZr)>>7nJ3Rr@$(GX_g1X0E7{7I$|47Jjgu
zHt>DpHiM>x5$?#e%UrjbTcPVAr>|XGIfL&Ef5BSN)QPzTs;u8<C`H>7FDJ%5hOX6t
zqjcFF9A_|#u3nimIHNbqnGmGjc#RorW(HsXjM3jDx4gD$0ep5JMMu4!1>fcL@6$uC
zF<Z?6g=kguajx|Wa}3M!ugOcwd-_#Y_ni-60ge{di~rJ?)*ZaXLtE2O{;jYpfvNEi
z+=UBReL!K~AoJbJR;S382?}LvcjJ^18D&e?@<bYk5KQW0a(Qlp$YtBt;L_CYxMhad
zywc!lvC5=wGyL*^;?$C9CO-FQ98m)u%G0ma4yTjkDjn9D75O;f>*EqnOkAf(y8eq+
zvD#A-=}gsF^t|#2&BitbDpcC16_WBOoWC?7Ic@36f&FRvKZz*7Fg-0jV1~uzGE%jX
zCjm2GB?NYfLbp7{y1V2&lh*M=vhUXvpJZk-mi}s|LUWece-v}i3I$U@x;aA!Q6t1V
z?JqYb7QNFQkB0qaaWuQ@RhA<7(v1=anb~ye2pQ@2H5ATw-#HeUT(P6F%e@mj+0%cw
zd1t|oQn<2#jrP<x8)h<a!ZRu2P#=R^*_Gm@`6_&HYQgSX>nro<fx^A~HbPXk)gJqS
zV}Nv@4r7<P*&P<Fl}%3JX||E76OO!~#%4|dkddc6Vu~H?Fa7~d1t3nF@)k8@Z>l>S
zQaW;P$nwNkM7%8l<ok6Px5tVPxiF?pg(#k~vT2RiR^=|aSAO))`^f~@*H8wRz68Ck
z>dQgN-;uO0>PtXP3}d*|@aDs$#d(fBP4QCJ*-cVxzq=}e15huo`K}n+AO5o4uSXd$
zX@^?oyZO)<+F3L*FZuT1LYMUG=NcIb<Jo9;pinZx9;GZuc!IL7Nj-7ulQFS({x-1+
zWEK9s&hA?!V<~0M!Ie$J`VWbIoylhNdaC@e#thq0D0x%_D@dsJLtBjLThGKcw)|wL
zv>qMy5kG}qoe%0r+dD`|@FM`2<%jlA)3>crJY0@nozl9^c6;A4gBtI1ziu2_fD4}3
z^(Ka7K*q!L!6NT)aKRp9;*c9AXQ&Dz`Oq0^+B7XH-7**KE27_g_A)g#5Hd#&1_INb
zH+XK|gq`G@k_LfbX+0Db?9)ayY>y%M05+Gu=m`Qas<DeYNF1V^{Uy}EDlnUh;B+VL
zSr1xO4Xst8@;7a5gdTacTm?ANv-!0ZT(cG=yZsLreAEBIo<CrD0DQ@6v?#^1=z1et
z-g--e?~k@jl$uqI!vWPVgGKK1tF@d*pQ|98f|dq`K9JC^AoTEe#f31Qc=2aW#RZXp
z<ompP$}mdv5~-gGnB;4#){!w5orcQ?rP?fKUOKxjykXy%BOZ9-vz>WK(!P$1*BdV1
zd>uKs!5H5w`ZC0Wx>ux+I>Cb~Pc*VOt9{NZ{WEYq_p{u?BlHyDx#j<q>wDFH<XKCb
zd!4DmGR^(W>PPPO<%sYU`6-;wsk?9Jx^UJo$I;rTjbbtO4y8H#DVzXoGwd7!d8WC&
zI00XYhF;)ie%XeG@@xZD+UQpk?ojejH$wfva;^^JeE21t>lac;F3+~H77xd2{M|3r
zQursJpLo<xi81ChcN+&IT<DH@6MY;*p9tPP`?0M)>OVqJme9Q6Uj?N%LO<p9^y^BT
z(cKH3`7&0#keE#NB%IXtkioteYqK+k^b!w2tRqYpGU|6!I30>(3+usEECTlaV{zzV
z<KrfDDN;TQ<gj=`llww5DbI?LFU4rYY`S6wQbg~fX0p~j;J{Cg!(X~_Jg=L>iiKd`
ze>H<(-7;)0;xz82kbt5}vtoTzj0DWlKLW@nh*g@_%ytM%5uy#^3p+_F?s$~^-|LIN
z?IVZAeMt?67yG$~SPlH6qDmp-VeR^?O-loS)+VT$8y@D}Uy2V=k)x<_n~$GN1bks2
z_QP^Olj^VAKw`d-K@|Ej;K0(>DUQ5_vI5+iYVYLqXNYyHJl9{%YQla~6+f*ZM8Tgz
zLCMa}1~NOWn2Vdb7JMshNA-IyHo$F_&LT!JZH%}<2{tI+Am!Q!oat%BRDNO0^cqMU
zfe{Y?aBJHGxJ$hqH2*P`Bi*>fzlEzX_t4q)r@4!XRjZ_5TOlZhLrz-Q;F$wn?;jME
z1Cz_ENR7W3Q^J`+>_KSZX?Z}^Btxjhs=WgFkXYfJ2#wKCmDr~Pli5DqgYbv3;1^jS
z1t7HhQZON$A)+AYAWk5%AsQfVA)|waZQ8`dhs3U2$076uA(n#B2Aa9x`mCJ7av?fQ
z>u}dw2Hd&tePio`WO~1SK=yvHA!@iCe7F;fhyW+RyZ%jRV&Ro1Rg}=4j8jv|k7-3?
zN!F(r(CIN|GwP`mMN9wD{Fz$Nptc5Er?)0Qi|QnD@*^JNp5A|4HfUiyh`lP79ydjP
zT;m{%y&9n600{_g@q|oEjTry?n|pki((EtWK-*e|8F+myo}$#|v3f(S#xR6Pt}|g1
zLOK&ccARf4C>8|X3?w3U^ZKnK>0sjsi7<hIKd#)E5p@rLuiz%<MqmdwF8zehq_gIn
za~c8wlL4;{(T3a6Q|pFLicc{tO+AO@D92SwXHXVbrl3Zmj|3?Psa`r`4)2uhS4Pmb
zoK2vh=wuIR4Qma3%<7(nn(d=7qClhYUe;LlZ6VS|q1}W)>oKc_7ELj^jBcUIX4;ML
zT5=)j1X5oswlfoQFcWi%?$GUy+BJ=LTi;wWR(4Boi_kJ=&Ezqoa;o{Tz`NW#-MiJh
zwtdsD7hoYI_6EiJw7Ueb60#ApCt*#?h=7!u!ktWyr5cyL)41cbsP$g=8}OU(8}Y+6
z#s?NASr}?GsFR4m$w0}#jzX-)`f0g>mr`Ram7IEA*}|<B^DPlI%b`5CWIDdRgf_$r
z8?8;rCD8l-%>6gzCW%rx)vK&6zAd^P;GXbLd9#*89qrHNsp><UkDQ>IM_ZLNvHHxP
zqotTr3wN=unrVoDM!Ub~9&2`MIefLu6;F$xQwq+aDBaGqs!|)mW(6i?hDA9}jYeCC
zDJ`y|CF=*>(B+cm3QXO~<uZ5c+;x*`=`Q4Fwu`Xk+O7Neb&7Qzdl|yH;U?#cXs$ns
zHjV2!9(sEBd5?y(X-)7D3^--g*79jQewMQ8{}}1g+$N~y)0`WrwrRx;eoNMCGor?f
z{IFlQ{?iP@#Lv{h*umtR$|%p@3mL>5M3H7FpMOwt&}7leZinBjU#H)o->l!Lpy#0N
zpmV8xshh@x##E`fMX#4!^=BFR%+fZ#xmVYeQ^&n>LDvFB`>blC%EY$OJ;6QST^K;B
z{-lGZ(@`zG^U?N@@_;Nr+LYIr*J{{g*rKFet7lckU46F<dj@Vbb4Fn+(NPrR)0tOQ
zenR-5a252F<hkmrF|!bUFV>~5<=#;{ezdsxPq}vP>;bM?(ea1XJ&wJC<C4!kSJwdU
z_0mc1t4Wu%$tzp4o^WB_9O$9(RM20BbZ+F{`8`_bkFt%2zh?e|<5|pW(uar<ouIDI
z;&2tNy>p9%9%9wIs@^~QWTuI75ZA`7y(E`pZk>)DYPPg(gT}^Bd(jQ04d!0YjmP!%
zrR)~y7Um7~w#W5XJDO&?4V$h3E@Q%$xOL`L=CzvBy%yURn+=o=rVZi^gN=rZLVJxs
z<D-iP!LhubGj)zFN2^HZR36C&t^5}nk3n72-BTnj+_q|uf);|0{*UjEq3ap%iT34P
zdbW+E&7@jaYszagtMCubAYPC+ND^cL3VZ+OFU8Qj-88d-d;WC(bdhlW+ofJ$%cDe~
zU0~{vcDuqe#cKWE_}w_tlJ7z3t4zDD1B+)mXx#Sv?%?6^?f^yC#v2pJbWpvn@2%%8
z?OpD!_p)=FcWZV)GY%@ew0lu`i5yZDvi!qL3f~6h(q6)prkuszTzdQGcI~$PcH<x>
zhz0+s@ICYv8{T!$Mm}C*f?7J7VzVCMno(LvfUtg%FPiZLb;!h-hj9rtf$ONkV^J)d
ztZ5D5nR&$FXV1zU>IDrkJdr^>h0}KBrbkJypwO9XPSd$Zjt4SNIB{`2QoMY8<-bkm
zDYlEY9q^OY(9Z@V4bbP|(C1RHt8s{RglXN;CDDt~v50l}*t`(1*i_hMh+X|Usv77O
z6_u-S?j}K&L4pt<h(~CmDxQ7q>f;(7UFXhS^`Xq@zGzqMBL-$o{hEx5HbXWw=SI_R
z)52ZDq4#KMZ1nQuSWjyHg(}#9H3BCG^$d=M%%hpQOII8|`P{z?mu~$2(*#z6K$K}}
ztC+^6wZn5K4?Z-0-<**gnw<AEzayQqSl3bBT_V?b{#qWIT(xPPqnx`I*SYq6KjW@r
z{dz+;Hmw|n`l^xCT{%zt`EY%m8b7Vy^3FQ<KIsDo&Key*4MbOzR+v{DRt&W|p0YgG
z-Fuf{od%cAPF-`G@?CS8Jv-p^2WnJTU{|QTKL4I&*{-_}xFa2JLcTH28ZDRUqZw4z
zsB&MWZOUG%d&22+cenyzFELujs%>*?pesfk$~)w`PEe0;F8Q9gJXbf*w~ALfp4y)}
z(AFs~#cK#J9iCL5oS*2P@IjJK1)v;IC#VS2;M?!NDY(~tlIO|NcGZ5>LHZ|s6TPeX
zM^)^Kf9e>7O)4P+2g4mb5`%p6vRw1L;YrQC#<Kdd7MD6#-(A}H@_5U5{Jf}rO+zEb
zd9bgZh4KO0!tgj|>U*jcLj=9_{qOPm@tbjm)Z|pP)W)Bl2SmO0L6Sk#K~zETsSK%m
zr@Ux)gWec@N*fQT%F)aFvRWO2*+O+Jr})Y^BHiVq#a@gg5x&EFbL9d{muh*s%Cn6N
zjT4O<jVlW^9w3EoBBQ9<Uf13Q3&TgEn|q&E0UE(_L1?)&D?H;x*FM)V*Ckg)&P-~-
zg*?JMy*&Qmpraa2pw6SfeU-yb>!@CmUxeRgsZ~pf&y~-W-PmfwTF3dsY7+EHME4>S
zte#wFWp@cv8PmUnr!l=8y}y4GQb?*VB^jRX?@%SIzCwGmUaEwAi9X8ZiR4``X8U~;
zP%!&UtMc=2g!Y#`vPf@Q5)th%FJrcXkRIjxEvQdY+&XwovX4SMS|I9kELAW;<geZl
zc;LH;c*?N!t4!UHZeD;M14_>9d2ql*#y<$5>uyhVNm4vCAyy_Q%?V`WU{Yd8VZNI7
zCGWr}pBcv=q%ZD@_cOL*!J76I^N^tQDi#~U3nbmR9tqp)>?WKZ2bLf%;@QJGp-RK>
z{|2lrs<>}T58XX-ajQs8Ue{DM!RY>6tZ?0huzuo|-M8reanc|}eaJVM#{;w=<tvu6
zV7B~)>A$$m=<ejKe;#1Unp!GI;kMrf(cpKBKh}+`WN%h}GwC5x>fwp%8k-%k$+ITD
z3`&o@)eDcgpuGR}*4;eXw!C;O*L^BfyfKOZu>wLBZ@35i@h+bvu5vj){EayXdM)oE
zx<8>oJHp4&ccI%T-%oBn#Dlh>J0%l5*#cYL`vR13p{qZNfv)`Sz6B_L%r8ct{ze)F
z;+`EdF9~PjA8J75?B4vAW3^zN>vDT#??d5Y&|9ca*JsZ1VPMHL%wZ5|Yct7_)I%Aj
z+iD<5o<W!ux>w7WnY17+w8d<nhEErf*w;6a@+52?<XLDZg|S;@fjIf|1TyL%9?`BR
zrDz|PS+o_mAjK>5uH;YOtzrvjH2{_wfS9?TC-3GA_%0xnaB%(N2RU(o^uki__rdbq
zV=Vpr^c?UgId1Yo6_6r4<MYfGY-Utug!UQymB!BalePq@{X7t%7Qx~?A2u1dBhkn3
z7UV0LflCh1nY<l+&!vszx}>+9+Jl{=)4VA<#(eh+Y16O+a!1DP2JQ+oe{?<jZ-w;G
zPC2sKvD@udBCmzpZ83ljstfL~#y@*|C<2W>AcZMD_xOfC#l;Nzt)8FQiitmYc3cti
zF<FhSsf1wp6!z!w&YxUNNYju&HGnR*Ab;&k@I+zwpg)i4>5B-<-t8$6(RUP(3{iJ9
zK^*kYK9(Uu(9#<X;(YGbt0F?s=#sV<Hb@@aIjIIx0U7|&2I~Y5WbS33{W9?It(U%Q
z=74iR13U}!L(^9?OT0mjufr#!fuovThFO6sfcBlZWq={tWdl0v^AF+;E~IY!hD)3b
zBj!9$1*`$uFI;&wyyfyNK=y5Xw~XGXZ9cbu?~-?Pv$b-yvehi|07BjV9w57|pO^Yu
zKb16s4S|fau745L5EqctfdBrmGFYMM-?<(k-tFkZtdO_SJ81xa23JzamG{jXdp}0I
z-RRy{?9V-xUZ7ofk7@xKZx7V{ozNQEKRlD}1`r}dr&ZTE6CYVP2=inH8<4<_oRQ`o
zj|pi<jEN4gQ=Tn8tQ2sPeqp6imLSwNq|=T7C!THB8B<+wOyj-cn^n8TI8+n@*oR>X
zn)8&Q=*QkB?1=N>iVc;EmC96mV2Xvt=3ms5hd&TL&fat$W${4VYvtDGwF9eNRU!d|
zme<sA#Em{Z65e$92RT@@(tl-mf1spLaK^io$fd;mC?ooFMl1bO;6O&vi(2~B$3`y8
zN_O7<B;q_dW#MiiWq~8c#m7=@8bG}a<vL+Crw^dFc<3IuZ1`uz9#=W*K%75H)8EN`
zP1x&Da$C!q_et={N!{<01F7`JStXalgIq~ICbTwU-oSH4oA6}d^|_QVd8dszf!mq4
zOc8Y};1F2@d4Qx;>et7c!qOIW3yb@s8^}$k=EP=!=uoK8M?<G}jX#bhAffZ4M^@)Y
z1X%KdrC4Ujj4=KJX#kTjqv$%RY{(B<Uvc#iiErc*A|9+0qC^(FiF6a90v5b7C5-U0
zDF<Yk4MZg>X`$-lE{Re)sPnS%>@x9&BSy_uj=Qz%jizrJzK=L#s<`}690FgH@sP&m
z=sdzv`u!(3ngu#WnFkCmT$x7Ju(=SP9*=aT&TjK<d8Zue^kzoOV6`y6le)TpaCTx!
zV+_kAc_k)!;NU)y?(yl6%gQ3k%EGlAs#WNJW_OAUUK=Zth@4q`(9AIw&#3t9;CFqK
zvdAyVqmVt49sY&Z^&YeFjT=#iu4yu6YD3OlQX#lwk;Yxw>t?R_h0|xuI6J?vA~15d
zc7!eiH;|PYQ<aaaWQr8p=1_;>xPL)6m^6HK7itlHZQAOTcQOqn0B}e2%jUx}7IWrD
z#u4tbuS)(jm*Ag-_-rdZx_MDcywwqt>9f^x+H_AGi-YO1Du8!ND#(3&+~CWiL!&8}
zaysqU<Ky;4RRGKJ@#-I%4si`GdbA9!sqDySDJH8*_~FDUCT$^%?a2);T0g>f=*Pz|
zN~-`%DXAOEI_=QAM$v&|Ezw5UJ>x%zYNL$IuA;A^uIl-2Y6p8v^9y5_9(GY~K<AC&
zt;m)*?ACDnNQC;~^vibFgg@6v2DFg<?ecfpc3^BdI<0sHKDu^#2*THnP=vW9R&hlh
zEFOp2wD#C_9CO&F`;~@MN7}(VPCM!cp~yJO=bH@7quS7bNPjfmdp|P$k$)uz<t;LF
zjRcV8{_gGzpv+C~o(PC;uWo<H*vOLa2P^~NChe!F%p7blslbC$WAMP@zk%G{yucIU
zYW#+NmYejyfi8L`86^FGO|<V}pp1L9lX5_LX}+xRUPB4C&98|xO^e}!(N0FE+6lO|
z-mY&GE__<FN29gQTrch~?locoY5~cv;}#9W?PPF(=@$$S%5&h>FwuhkgJZ#*K+gx7
z9cMuMW8m!P)qt2&=SR-)s;rs%*3JJXV`u1-Ksno^u+8M>3c;O;(M_=V2i#VC<qm6$
zoO!Dbz8PsYd>g!zFkAwJNDaGjei9@oCDt6`dKaG%l1y_9Vn#Cy2BMp$7_;CjL<yHT
zY)~87016Pg0<r?$8p0YX=$O118=_NAO8R_r0HV%wf(IuQa|Zb39m2|t6^a$cEIYV6
zS5<^)C$|QVsIao0_6H-*2rdn7xy3S;BjYsVGy^juGm~b_g`-9nwpS%H$f>?#RZCw@
z-w2=rPzU?~=mInWssJ6owzl$T?VG6GkKM*0@ga&Kvmx-mEYUPE<<V9#M_Z=>XS9Ct
z>Fdxm(A-c9!M4Gb!4ZK~+Bayc@RwuJf69}>SO)Tti&F`f6@L^pzziGyB6fe}4Z4fP
z4rMGgf@wo$g>=Ho8@OCXt2}cwL6B6GWRk2NYK>lx=8NWwLG4LB-2U}B0Mffs3`pnZ
zz#nBBESn=%J9oS=KacjMZ>rH#kq2g>KIxfyVr<@hZ8tsts}^fP13C*rgMaKG7>Dpp
zf22!q(<#UweQZqNU`8pTCtda1wiw0~5)FFjL1n#yfN;XPF@lU<$xYkcIC&6lpU{Io
zxV%-TeeyXgv@5?2YVG4cJG<rbKJx46Vk#Zzrr26;N&zT25(->Ac!;bWT`0)kczB^f
z2h4ATx^<4s|DdnM3|RMt8i#ZgP8ry03_}wgtEg4IlF^M05C~70TX3djff(B8Cfs5O
zGJ^7()4Is5>Qs78x=QmzJgtTLAQR48*N65S;zrTVxl(Ehm#e7ve7S^z+Y4jg)IvI-
z-eynH>5j0Wn?~5C2fjGoso=cC3)mDtJBZqN>q)&`P|^}R?$HW%6Y}_+GR%3xYw7@p
z+vS0#EUsD^iPw&p-MzcB2^`SghDcQ|a2v4s^I_r$5xovBz)JV|1O@AXztoUrc=E8e
znw;{+*Ch8Ow;sL;J_*SvACH)?Z%9u>{BXXkB`rvv3V)2HyE=qmIv^jRnnobbP$f1#
zvJwxco^XbQ5d9g$_>avBv;5jHl+1{ZhVdyJoLB&^jCuH5>Euy70XKE4(&%#J$pPJQ
z)t%a))iG+rDuX|uiuEUuQ3dQuJI+(3t)U--%WFFU-rZ@0p5(~QS;EVf^pcR!<3{|8
z)-o_-`|}GktRdc=qco{?wWfb0&Wy;g$j1n;0FmKLz!)j_By|z#C8Qtwi%)l++UmWl
za*gxK>USX%hN`Qv%4g)yJfR((e(5|Bjo|9Qh(LHdL8%32tSNacHJUGb{jEAhPKwXI
zX_Q-7jt%=X>d#gc*Al-d=<73bDx4&K(a;mA?nEM9HY|Kg`{1&;g*ij1zyF@Hebj??
zv5WvT2=j`JgN=+^;ZT(c`LZU0?m{FviXl15E-|WOmz&6B-slybj7g>x08MKh0(Y>{
zzoBx8{U{byF5+_DIs1)I8$9dtXU&?4&i|DW=-WS?(c15B1K}I&L3ui&&|}r@JfpH>
z2qb($-fqKv4mVSH{srC>+x2ra)1fT$(p20$D*vN;_UN+)9|?fgPP*$&m8U)bb1%;+
zb>rpxe3>JskI^&E-Y-YSB&oar+hDIPvfhWIp1#qIM?fpyOhD*OUn{Pi_%6q`zFoY(
zn(9}Org>0zGud0HBlE2rgw=U2{V^f=V`p}37Z=8mFceH3wJc-mO?xq`kI)m;Wav!m
zKL3Xd8ylLh43PY?c{IjH`)DBpJ5G~%RFV1I)Wrlo35h>b|GK8VE?Ean0K6Ut%GujD
z=Q8Kd@u$R_(hc=^AJpi+!KL)IlF%n#K=Uw(^G4pdDA##VgUL}cO1&7@xl4n|N-_$6
zuHEW^`2Z>n;d8Da++K+L3|wHgKUMTmuY#)xbHlgg(Qs`F!rj;$-L`2+0Gu|AHdN5F
z0O29*#FWdfaZPV1QHG)tB7}AVQKYp?Ly^C65ATbrKsl{$eldi$=@n1G6|27LBV6&b
zw20s1R#l;Z^zvF&qjy?W<Jv_~?lZ+$P_Wn3>=VSuXM7K$CXl9Xfm20kpXWATY+vv9
zGL2P<Q%@T9Sm5Q>{eIrjbiw8h9B-n<W4qDe%g4}rT!TdmM4tCoCR!`2uU7RKZAL*e
zM2m4rXogYV7ecF$N&@dru<9%KcEsm_)TW$@*LDQPAq8|E7tnDMogA7G7f&khWL<N(
z#S8ZeQ7dIMJn^`-t~2*9efW6N{8~*tH0}HV;<_H|Unl^mW8-_|OEmy_>z8L?=g&c|
z<dR5$;3Y}SUclsghCMK??Gxph-ILTDTUi!k49zbVWOa$YG5VgPXMzs^0q8dd1rN!|
zjL1mHTCYcbcm?BX)3e-?%kQCdLYClmjg)(38jWx*=;X*)Ib%HcU4=|4-zGDXbnZN5
zOwL?$s3aV@u;)&6NgTPb%(VmL-I$*c_|iczxfA|5T(zX-uI<Y6?Esn+eWe0d-r%Bm
z%4ohM+EcI0=>x+;uRRUE^yFiG2k6`h`vTW?cQ@vA*&~<C|ASv{%vug!6W2JProu&I
zOI|m=bjfm8o&Uia7>ebt|BH68k}h|xojcLT%$?>0Bl*5Xed?B~XWt6;hlmgSHGvI-
zufgBcpKFBRerz2<E3)~)<z69A;fsv#44SmfGN0jHbj@;~@z}EV^MS@gKO*kEHR;`D
zjf|->3bVSXh|{`9$4d-P7!>;KmL_R)Q?|_hx=FqAahM$bv`m95ab#8Gqj^VZG{&*D
zOqDAA9Cn+un6jJCxMw=-ja{x1`$y>?!OK?5=_;#La>dS{hr`aDha<*IF~v#>rnmUN
zz80X(x61wnG0mv*Uz4HWBc}Y<xxD~Wm<#xK_?2ADyn!auyUZ)woxJ=!JCcm>?|}Z(
z(ekC8mv12CJkkcw5)GTwC7Fa$aMxG3k%_G#h4m^;9P{9%y(sdO2BH}u2Aa_`9Tlad
zWNn!(GDqW$eRJMS`*fouHSN&1hBx+&VBXd>r5EfM?B&SJRvqmC4JE5U>Z4I!M)~Pf
zSDls|nxlIC7tR;XFZ71#Mpm^uFO;@P6Z`CGEDQ}$Tx+z1nc`ey)SBP2EjV1q|5mZ5
zSB()g?%`9*_i`xE5@Pl<UVYkt)=@NVzgAfbud6U4FcPm%1XSQtO>n*rvOmrx3$ii3
z>O|=%#5#c5;A(c-%l+99i^HUu9?5n{7n?Dg#NUZ*L$<Oj&Wp3k%DaL#X=3F=gwE#z
zD)giLvp&p?KL6+SYh5dz5q;zz1xVDW5(eNM8_g8NjZ~^ag25%O!$2+mp6&!cEd>kU
zf47440NQb1I;{ovz4IcO%C|65imk~qF%_T?>FvN5=oidSv52lo+e>-ZeXWYB9Vu5=
zBQFtck6MR;&859oCqKYm<#n;s?;Yh2>afEpcnvu1${rV`=l?@w&>_w9@i|CxLzIGP
z3x6GmcTChH(H7=deNo(Q*0kN^fwdi-Gwl3B(a`)0$e;s?C<A+1`~`xpE}8stzMI^S
z*cYo6gEaAjN07MmHn1jcUac<T&EW<L=n7y}QK?9`Kz}_DY7XD7a-Uxytv2W{AH|#|
z5q0p>@FL~KJPFR~8il`Pu0g*l!3?MPZNNjJTbtUPtfI!`RZwMA8QLJD9rl?1vMKXf
zkL(qyBJMZL*<4Fp#@3tVG9VxrSF)pfrxuIJe4|8bwM?Y)_+_@3wH>aKk@`;h`a~Be
zrBaMx33^%?p;D#g8_f%(Nx0N6voqY^{Z#uLJz<T9Xt&&j>0hSf35VVHYj$*<JP5`R
zcHf{#r4SQb3(C?RLvJVdq*ud78gPAg_^x~O+il<2c4cu@(nz7Vjkzm!JIHT8`FA~m
zHe2g~@NZ}Rh`<vW(${~eoKJOm9WhD6xgvSjyr$n${$@ZP)Q@OI<%48(cN35LZT{vL
zrHu^+=18(EL&NSrGP)3gZ|t%l%X{~;0P;Qt)2186mS=%J>!iRd!6}LDJXgM)OAe;g
zRJSvjox)JGT`Z>(+X4N6KwoFK_k0hXcH~Qs!kM*E+%BQ4rHrer17RH&_3w!OpZh#1
zBhGfF`sN(fF1R%;yQXk84Q*)Bv^a=QJ10!KHxlSi!x!ORen=w-7IZBM3P}RJjL(%k
zxF#6Y@Qc6&v7#P%$~6&(JNs4KPZ^1^Kf_D7y2WlPwqaB1R}wE+T!dWc@fhruPG(V>
zAuL7BdHsgZtmCP@m^Dcr+uva#*_YF!wezF{paRkk^TPQ|wF|g-=<zoiZ)8x$2y1``
zBa)P6o>7j~ZQZoVy%(Y8-&8}x>sb<ael$dIv~{a?Q4=eZzv}{(O;CPft|-_pih^HB
zeo*$rE3umB_m@~ds4rAhirc-DPKg-XCrUtQUuwyt?14V2EZ`3T*MuO3>!P7On2N1P
zX|PAW3VDfg^K~3MuH5KNuNNsYAMq!jRbXtIhv6Vea?!m_j#)xN;REJeOKWW|6~lXE
z71g}Wk@ReMa%y8iPNQg(uu5nPGpzUMO0qlsHv^Kmg1GS*-H%B4KhDn=OJrl-!Z$jD
zTRMqVuWm5y>r+$3Z^^`$do?>5q?P6`bGB6iQZ+b<O%)aBeyBfjyu$nl5NagzSY;_j
zG>*%EdnTiuQe-=R18w(spnAu+peChBV#V+2&83#MLhVPrCOX<a&6f4)Sw)3JTqm2$
zs+<ii>Cke>>hh`JLToGgbw|F+JW7`k{Q8L)DLkQ0G5?QJGQZ}6vQmla5tU(8th+fy
zw+LmDQUG%!s8jOY9cAs&zvQ7(;s_#_ZKl{@cX*VYsBq4Kk{>NktF1><CJpi8;((KM
z-74kBY?*(>gcw@$m>6QD>)qlZ!6~d0@_Hm{1D-SbJrp7O5w|I!;eo1=<!_-?M6@*X
z_i*$hayCAaA{+9!3<-piSHu39uK|(QU14a+C`8oyC8OWam`J>c@}BDwG~ei7O!rs6
z-*80jo8&CJp?OzOH$~XR^8ggh7$h#EP>a5nl>1w6h{AakRg>is`wEC)QQJt;x{%Qk
zlxuheJ&;9cZ%5!D?4tCpOeam=ONtB|Q^>dB#bG}F?)LoM1Y8B+F$Hn$SVLod!%8fR
z6;>*IF)ZQSl*WPf_Jw*!A8l81gq&)Q_?}07A6roV+|%(#9g{Nep2Ff<0;{}wllnv~
z!8Ov&DOPQ?arL*EIpnac-W@F*A*JwA*pI<iidGp{tKX<LuU;@4ZvF8n59yu4Cw6=%
zc8P8t1pa)1$W$nu8<1H@(@%~=SHDRmgchSN2K9)nU<6T(!amZ$JH^4oxW!kgAXOWq
zxgh(0KZ`v%)Y%nR=T_CEC|Qv-$G=r^StcRZ3PyvE6hmnSD1Z0F_=Pk7WM2Yna?esx
zZrq`w3}QuvM7<k?q#p}-bS`;VoLA&92#Ec}?S^khv{$i&iz0-r)NYK$Ktd<bt={~N
ze_Ee9oG7}NQ;3f}&xiUoPoX8oj-r{auRZ9EY)hG8BZ4PCbQ!OSJ=A)OJf7FOY{Pn)
zr^91DL_Mk3W4;^Sk28MXdGXPq>_v#2=!i$u^}Os8En5T?!Xj1)m!#OOxwr?yRzPx@
zMeGrOV{(p2jh0=#I4#rT>*nB#!2Lv!TBqXKl5Fw1#DgN9V2I@3a@B9})Yj^l;BVlP
zeTOGp=(e0(N|co(w)xPSQWoz<OcC|vY)_jak&}8;pBkx0?6)3<PLM^vWNc2K%e2ZA
z{fivY1(6)ON}KXO*ZkpSsTMwkG$LPx@~kdAq`m-ndnJxn(;6V#i`(BnMLb*xN3iqp
zTie~Q5X}jP%|s6bi)GQ|iS*|&ifWWL<v+gh8;RTuGwKAn73s?_{-nUVQiWM1EROPD
zN_xmBMd$jutyxj48*O~Cs0EoC{hatZMdO<-3RqQGbaMP5;%vv_U2hnR(z~Z3@1rZp
z_BU5R34VB0ztJoE{6(nY0&7eqj3a>$O3&gRXr%(4Tn^A$;1xSK<k`(Z*91%U5dTu0
zizRVt9%NfA)@kDCr2;TW(&GFj59AB~jW8(5v(2$jIx@PAl59mZECXQ*q>7ej>voyn
zIwgpsfu}&Zj*>ivjl4AgC|;ZFQ)-72MGH6wewUbQh|>ItXMwOz`6EG)_M&YUh`B+F
zv7wAUhh8Ks>*lmXl4wU%#3?9F)De3-oF&5m-3AZ2?S|KLB!vWF_$S`&E2r%*yF(bA
zXXh&1Gbh7cC4JacCe%5#SntC+DYpWyK8J(vC!nuO#Ro)`9o(YmW<<JLbJATftPU_}
z2O?REzDPPj0S&$j=8$D$%!*{`gUBf`a}rtevdiw7O;tt!+4Z=NxfbpH1W^1!ldo>H
zuCbrz1<_Duu6gtB*mMF$u5%9Exu*|p5t%aaT^>!83zF)9<IYv0g*<0U!BX6CKwB#m
zBCYR=HK{7r<^$nty%E9AckfJZ-9Dcz+!z-UEm0n2-?W%}P2rc^fZZ9G@pe{m{&+|N
z4Wo0qDO~5m)JH5|WYPWh!l*|Hcv_)+%Dm!V_=5(*=MR=Dr`La0#eS$u0!SqIjH!Z-
z`niZWoEZ5&R2%THnDAaJh-g4{`KN5Jn_)hPZvr9$YvMR&!b5o1ZWmn3Rf4e-lnfE<
z*W8~GT~`UGf90OGdb<6%g(bk<g(xK`DA~V@Q>e3xe;;Nujg4jF2v13jom3#EpinC|
zRgj%x8?GB2CnAp+A2lJ0VB?@FWoI8IVqhQXRKSPqp1E7wo;=)o>OSjwO3<lUGR-}*
z%WIt30ttX#x}KhLreRdJEQEQWlS8&*dMi_B!TTJ|958a4L+%i_=OFmS5_nzxO6)d1
z^hSr+?m(?pgsUYns||V!*0w(U>P4J7%XN~dxGb!Ajk60Jn6c_m_9q_Bkpf1o3g@5h
z`L$3Nwyg)bz!oJ<U9;jA{xTay!}EG(qlFhAAoN;16S;7@H-ytM97##vx$cYa<0pVa
z<7h=fhs<M0-{V(}w33y4Ylc4{e_oZGm0u{}!0jtjr}wh9w))%XfBm)WpBD^CzaKy&
zW>T5T&ZxTIP?a>7JA}GiB>-z4B?j3$7HTA|pPak*DhrKe&P|Hl|7#<6$a>6IUV`>7
zd;(}Ky=ywdtuC=rKE8-mTlzq)-k+2d5ghO@!P14zKpoLg`(SFK5SQvZDxNZmS|LmT
zY!B8lJ%W!7{c|-wzy*Vk7oa0s7XHb8$o+|&XYqLgX!z7$=J*izQo2B`QP%o%E;zoG
z5_g2ZXi|mZhFWq(aU9|CES8K{t4YSbdEWkoz)bKKkFn4@@nDK^;wO=d+mMislsROV
zKNP35xYi=sB`cs<&Qi88?M~H7@Koe6_vxSs^USpi;@Q#*NP|uqx5u?45N~u$uf~t<
z!Le$Q>Bq!xkPi8WP86ii3{Mrx7H-#4{rwPmb*-xknr)q^Nhd7U6otHlYsRldG)H)D
zU{ftL{dBf?Xvs9bN2c*12<FC>ssV0+N@?%gu<+PT%(<z()I+%l2`_u}uK;;ZAB=7_
z*ctTZoEVzi>DR9hgufADACMxXrbLXY%skn`hq-Xg&P0#|TFe&#$Y(0?k+(2E4-0E8
z@7<C86+;5sGOhA0!(4@K3?_Zuz2*r>?QsWoJKlP+oS>}2*bC*eZ(^qer1yy}#2dT>
zZ0a(c6JyA)op^cv#&>BFU(g-IV&<7*G$_L=D1Xuk=x+3NX9f!0b$<FR3wsdChqY$8
z=RSQuBigm!)%X;B!}>5ohi!F9i!x7R^7`i6vwu-HdHEaDL{^91jE7tPhRnA;ZW{L&
z?&f3{EfOz^)tN$8G?NV9ku2>`DRo$1D_(MysL{#qgy|@T2oC1<nZPQva~tAkZ-nn-
z>M7i2mt_RzB)uH%z1$Ry{|}WwYQNgRoJp7n)Y*wL+sDa}&1O(Fj>kh3<~9rAC#2x6
zVVKi)_6F(Ry}+~1OhaoGo)ne~wqGRClfgw_^ZYW+>1ru!Ka9DY-#bV4w}!_r*}5%(
zWmy8ME&&fTc5+OY0_&F2(E`oM6w8J6Jcis(F1(2KfG6SW2D?0ihNZ@{mt)PM+~vnm
z&Q;D|ipO2iz;ijpVPFv&*b^oV&pN!&Sp?|t&A<%9T~UBjVR?u7R#mu#T;S7uFdlt@
z|6T42T6YOB<+!&(1n|@0DbfH3sZJsNzBbgCUn4`&4tbdm3o;cRR5`3(3aoq-YjrgP
zvs~(lL!Ndq#>UUPnf10928%Wob6o?ese=|uVSkt~cnVm+yRqI>$8##%5c$@C+BKME
z-gU$_F_p`lZBQ%Vo7K2j8*mt&R3P7yjfgB9b>_oj&d1oA(b{BqRwKJU0~`&H@d!&j
zBzFaT?*#ZT!$3E|I!b1N!v#OfnVp_caO`c!4;+CX6^)GRqZspIjFVy$QGn;#j1lJI
zu2A;e$o7?BBpDdtmzagckYbMJir{-BA^w^Mxhun52<Y2sxH^q7CW4{b(=`ooldI1(
zEJKEWsdh01{514l4qvwhlxcR^LSH^P6VVO(8};xOTA}e8AR{&K&{CYIjd_{uR?3iP
zsKMBpp*M0}F4Rd1>deP8#<8s-o@b3Z86zphTpUBjV-i-cCiyr7c`(NzooF8#&-h~D
zdGKr@3&?(ya_=$=vVW3WR;%DePcdH*rb*ufk1h-vjAip-&A+y(fNU<&JlffMgy8kc
zYrwruLLt9;Cif0bZpV{0LqgMVbt+mYgj_cOGYoP%+3`PGs{kwqT&-_LIUnWQ_%4<~
zPbf=}iNJc(KJd~selES+VUS~73i@PY?I{wLy#Q-c7Lm?4U}9OX$}WC(D({6q&;xKT
zRyRUXUX0NWN15wHg2Nj)_p2f~MplX7iZ0mYWYDb%8JkGvC>4U7NgGynBH79ieh1)i
zz&RM<POb?Z-hhlvB-4%X(_u{_FoWAr&H!Z2Ph}lK<s-OSg85?3X~&q`dHjSyev<KO
z6*zVgW+WHh+A75Oi`W~d@(EncM$H}Yz2Sjl%&XA*B7Sx%Bi9NFuW}gU@)dq4M*#l<
z+B}4EG++*{ZbeOgiY$0~+2HCZ@OczkP6g*jK?g>m<_N62<zO8x4?bZ!k6&l<U8F@h
zmK+U_B^@vtK1m+x=lJTghZ)awrkbw&45FtNuEQgzI&*=CCk)C@1jQyI?wiOl1@(BC
zeNL<sMI%3x3Vb~J%|R|A3z1P4?#+TfpT*Bkbzb8ZF!FSME}hPEL}mC1Ob7h}W~$oh
zB4kvm!Aptkzo}|axZ16=fGfgLXFI5!?A8at!&UHA3?!=onf4^ak`3$|P&-qA;nBuG
z|E~f+RAcU{ppoh@J5`{6FrH`{bW}T@D;W8Z?LMx^17uF#;5Y$tSB>@PneddVu`*kP
zRm(}(7ZHy7iC8bL!gEbxD3g%oNQ4(U2`wbx8IwVQ4Q|Y+Q|(qX9F;I%MZj-BUo(NP
zLSNIsSJM!4&BPe0@Vr%MvkLbn;A$51e+<eoC{OcYUO+DxgO4{x!&1cKu6U*f@LA9X
z(*VmL<JE{VszI5hJ}Z+6owF7CjmHz~AZ9-n^<&{_$FeL?`D*Ac=M|K|^V|l^V#Ek>
zu%RwqNCO`t{$;zb7qE;I-!ccLLn0P%?}SgpdM-F0Je<y1Xu6utyy}x3#Iwkb7BQrD
z5b3jJp_)0sXM@_v+yWmDiOU4tYS|W0`<bxy>8Q!=Y~;9Jm#_p8<Q&ui=+X_y7|&$y
zj>=5E4g7RO^PN}$cM;HTF0+qHn0(j{e%>uS5;FzQvIbsp17|a+ycezQKs%fd-0Ie$
zI2&oUGTt2Fnr1K0JC!+K_daC21T=3%#9fEo8XeFrr+jcLukwQv%J8Hexa$;T_Oy$w
zAaN^Lt9atTSM^LKk3iIaglTAYf*)Qm6JY^acG9^_x^WBOL}0eSzLa1j%+GC*@jc+W
z7Vu1>!vnS;Dz{GJFopuAn;D7OTqldL7o{3Ha2>`R4SX#!mh(`q#7>48DA%J-7|Jc^
z-9^(2VBcwGO%D6OdVpR?n3?)M@GYV|9|cx|^K&3^iy?^}D6d4BeapqjHdy8jvl0?&
z!9}fHCVyrgG{Z9JpL9rNCgg4|W<L@-IUgh30)5NnGR}efwXtS1`TQ(?T}(IgjN9pf
z97~N`(Z>FPdaUx~f=X@BHd_GO5YbeCwzY_e3z5AH!7Q}6%o1w}eE>4G4ce>~9@G+y
zq|2?{VEnb<$z;%>4Bl4@tbZZvF0DY51V~N1^8v7DV;?O0N#y?%SVl}fb_Ycx_N>GF
z=EI7GIiC=iXVC949vfX{jd7IeO#b;GcmjxL;SDz6Sz6&&)N-6Cmog+h!<McI9F@r9
zA-En-GzeGy;HyNyzCg!9tH;7tu0fPniQP~e5%<+%MWDd<T=DSarvq~w{>%_yIG@uB
z-fMw;)gu$w0{)4_^EN<=D^bn`eJq}|!L81_90+z>9e_Wx6#DQ0tj0Q?eRGd$WBI~L
z)<*RTT`gCf2M$)`1AD6VQ-rxpPhvd(UQUf;-ZocZ-%hON`F+*!ipD&yqYeRn0ys|p
zlIe`{D||0`xh1d&3lP67fM<woGbDNmt`@;Y7h>*~xI84H$P`3{!+0gaQ_B13Og=*$
z&-n_Og?00UGwjE1K=f3@D`M&pUsW5<z-GBJ)@x>9RkW_7o@wqdfCU_psRHD?Djh`3
zRf>4064{|rA7tO)1oCF}sMCyW;R)nF>(R~$tdY&f`qv`#IMwYsb9+?K<|4#F!`yBG
zZj+voJ-UsYL6Tb#X&weV!1*PL*XH4B7|N5l4zE`doQFEmz!w0n04xSRjH3f?LGR$K
z1(m~qk4KJ+`7?>*HJynJUL&tB)6<Q_Q<MPi0EDlLu>}LhVAV1P>s$#~;fldZWelR%
zM&yp_d}a2ogRvuS6`nnqXNoXK`58H*BHOSJt&LY*btdY!;3-;orU=8&xI<K6?pj&0
z&_XSC$kcM~%RIwlCaFt99Lnu{#%0nMobzeqd>45|TyEeQ@q}WQn|POkY;tRYh=^M|
zI9JxzQO5QHzx=7-9_3P(yXKhM9LJ87AubDnzTCTY8Zp<6JQ7cwFBg}LHk(*OBBS08
zd=l0I8kkq<iMmj31?*y(;?{^8IbJK~xR3aj%lnW4KE!zywTpLFP#MtykCUEMuuaG8
z)HC(WGL&n5<x{{HgI27yVmsL0Ee1bFGM!C6<~p`x9gh>`eSj<Yxk!$NfErzx@fRR>
ztaCQwiDIylxc|%vo`o|n5&oZNHbOc$(^!TqeHr+wxC@zZmSVL6`O;%3pWsnZn><se
zAv;Ov_Yj^U!N-%Iq0IC@4ty6wa|Bu3SUlGxtn!@fsKm(qKy$V@t5811x<b#vigOe4
z|J$%{xs~})=U{ERh2=}H!Rkg6b^=sjrZxkX`^v4L!!}SL16&uvHF^9thwt@EW$v<h
ztQq`jJK$l0ZuOA6JuHLNegS$MhcavRHe7A<mBV=Ce3c~k0NY2jvl02U4dA^UOixvf
zQ8hz9v_V>DaK9=WbejP<kH;oXVkd0@%FWn+6@eKngO=#<mE%D-)>>`2cO2?BV)k25
z-i(>b#xCDAkd9Vpm2Es88ZF0GmL*qZGY5JEBy^6;JVV#zxi)#eJOS9fxd4=GhD7hg
z9!>>0ZN)lZIVcc>{9YqxT*;=ELu#5Z5{@NPAsv%=#!1Q^W$HP*z_e2Cy>oRKd9lNz
zT)<o*i%@?Yw?lO@P~HoTf!Ks)kZi#LJUhH`tOD!+uQstf>fJuAG7tQ`9(d03m7|wr
z<}MoNGK_E;xOX?&VN4|R26;A<!DFlkk};|n@K{YJ@+~YW#ADDupkxd8YkHvHdgeEC
z4^vxx(D_%wOkrrQ?@B=XmlGc*c5VUYQeX(`J)L(@d3Go7XTFm$=E+WuaNB@c04@C*
zFgJB>BFvTCn#loXAGan~cM@eheYr37LT4lQ+trgLwDSz%(>mG-{{`+{-T5W8=EuFr
z1zqC_--#AVJKtje89kO_Y#(%9OXbNJ&zoFUN6_->F8)3L0O0QdzO6G0bB!z_L(<Z7
zpuy(Aw$1^a^T5^Y-<|{<27BECzG~(<m5&J;v%CgyzK9`sJ(o4!gr<%$)PH5Xu19$g
zY|v4_Cs3yj<*9%bXy;kruYhLu!(AT$ehhdRSN-G&rYDyJ#{%BP(Em+_e!Urb()sO+
ze*F7mX(sR(Jh8aC2k>pQwgqqw`U0Qp2l>59>QR&{(HDNH;fJ?y_zf2qu_QtYoIS<8
z@<Y^21O7ccMLI+8OyKdpINc1m4VW)Fna^j!6SxyI_!d?u)^gmWUPL~*owE}<2$|Tm
zyx)c*V)kn49iHoZZs9cr9gRHgF}~L*^#!#MU<#?cO>v}F#E|@9&XKNVPgQ-PtAL3{
zI~-r{foGeFymT3IYYVX#=q;=ito4;SF2k-Wm4sNk3*|1C-NLUJq8YD;W1MZsCauLD
z*IHz%*J7vQTG7tEAbwdZ8d$5l3@X}u5xe)>ku7`?S+Abh!O|1uX6&HW$lsRmcyuOm
zeI<xf_92!j!KhXtkMwj`1f-9oSWRGQ5<5GOqkI+0Te(gr+l95T3;VdfE?}rSQTBG;
z$#dGdpUWLp><4mv9SwK@b%Fpl`s#CR_#XGDr(o514C74{%AaF5`!g){o+o%bdJ^{Y
z97laWz#>!0o*2g5%iKe78JA5c#~LQXho^SbUr@gUIi-K_RhrE&Ft)4U!`#n$7#y|T
z*Y76$%79y_;}-M=)=R`uBu(l%)+%%_*W84ChIesIPfRDpCi+$AjR1WaLEY7ju6D34
z@(5ggfUjyV#(8Py4p5bK;2zC6mP^s&(-`d@y#aOpfI43S?m#5PGkYa=a9xEJhgbRP
znd6WtyhBw_f$W?{`S*bSfUg6t#MSEn;ah6x2bGQT0l=kzrGP=W`X%6dz=ZfT0BeIt
zl%X;7l|DVdxw1@n$Qu9?k$+1DEJK}_0G|VV3NTW}Fhtp+Y*Bs}@KwNlfZGA@0UXEn
zT2-O<8-dvYxE9(b32++2E~ka+oo|mi$tbr1LW7aKF+LIHlfbtDf*LB;-37}FeJDX^
z*#rn}DT|!1j`AYs51<?am<mh<e5Y|JH=rB~tI+^V2WqwePIPy{noNWzxd=4{+mx=2
zT<%)qc5cI$5ZD(a@XIoB=6!}D3UD)EJ75FgNx)`;$0e_Xw#&Wn$`&KKWIrt!+?4>B
ziiom;WkgPNzj1)>6?kJz4fItFqP!(;9S7QY2|Qur_GV+nq#SGRX(%_iwR`xM74T7=
z*OY=iv}G*aqKsM-7-@hgQC|ynOVKSeL~y|^a|=a2zwsvRs?2B+|BK9V(ft1XGiUhy
z7gRe?1e0CqBO*kI=+8fYq$~b-dr6S!F2Y4W(TgbK@4Lezl;}pSg^9i*l4R%t!r>h~
zbX5zl@Dsg7^sToP%oX(vr2!mw>#eir$P&OZ!1aJtxdpRslht{%3U86MfOUX7XBEzx
zD|Z9#18kag*Bu428Sp6J@qBK%jT*Q`wlh>gfKh;n1$W$9pps_)DtDGj0UQgMUPPDG
zB)}}dsdwF#I8;ps%md{0-wTK;-RU`d5><N9bM~eu?nBh*OLXc-bc&)H(P9Ak00YG!
zaiNGMD;_5Xiy`7taXCI<7xn*a;eUJo1^?~+hUSCcW9R*E%I^K=3J@|*v-z(u=wF~B
z9`XM#&g9Dx^on?Ku}Bb?h(vK2-fH^;X6XMFBL#dj0pE<@;qx!B+kb*1e*|;IZqg)&
z#1YXdPLX^n*+YiQXc;FH<w%(-Gh~*`k$G~Fd{nNJn`O0pP1eiZvQak6WAcRjT6U>O
zeitvl^IlC=GgQ7RQVY})wL+~_>s6(CLDi`3YNy(x4ya@5v<}cAIzq?jcs)!f>#=$w
zc@0zb44tow^a8y^uh1*?I=xYE*46qoU9WfRMtw*h(XINFZa2yVm=F_TVobalW|GZV
zGtp$4sb&UbN$Ltm30)`rcvFH&@x85l8st)%mF|pH7d{u@eK*Ea>{;n~#>1YQKY5l0
zSm_r+^GyGHGaNo}ojV7eqE_e}Jdx`83*CKJuZ?}?p)C6)xpUMhoYe(3`Y1{^W=c#!
z%#xTjF<WAG#vF<{39R3R$75A&cx*y!YHX%!ZE(}z*1=sUdlJSaWG56P6ep~5tzMez
z&O=AL^RNnczHEgXQBod8u9A)=opz-Wkt2q<IwLY&oe^8yd1MIiK`EP4wx{e%Iht~M
zRM4pCQNu^2kIES}XH<#1I_B`0lc^>(JT)OTH8m@BX6mBUvee4dTG!^)jqW_oy7M(V
z-8n7XoyRLj$@Ca^o)GE!o^ag#KPk!0$D~IcetMc4^|FX%@vensyWDxXay6F6x$`4y
z+}u1C>aIVw)t$>$p#{IPU1f*LPOJ=D8NYJ0!>l~Evi<Sk#|J$=^6?CZS#@%?SslK5
z$m+4Hr#OBnZ+Cq3gz%l0z%Ixq*v9brsH^wH33pyI#EoXnaNjxIcb@7vWlcW68;j0!
zeE%1_^SX)d{N!+VULWQ=pLXZp9&+amK8}29gKMY4cmMB(x&Ak%_|9V;eq*}tJjr*S
z<L-NUx9{w0zjC_oywc$}EpqKVbJ%zO%+1R)r`-8j<?25h;ye4s{cN(kzbe7WS=C72
zd7SS&*>`4-B8tiZ_yxNOoGp~xiBh4jq)10k!aLx|FB2g?i+tse-lDkx^?HyFW-o9Q
z{f!V~=x?OBivF$;SJPiId4uEW`rTq4U2l|w#Ta>+yj(m%+H9;?Cnv}W;<xfzIazFw
zx5`^ZrCcoU7n|e?xk@}2xG?ZR^7elCx`o@1m4bf9iEIATXe8MWgEzYI_XU*vLWKbK
zBG{@zxoo4)dCM8U`$OSP9Q>q9NTY`mUE;_Bq=;!^K2wBz5~X^ewCQZ=*|Vi8lnhal
zeThia4nWO7)ar&B!Qa1W&O8s?3yd=_66}dqwos`%za<cF8WVWa7`4kSt6ns2kKniV
z^80zC$R4p22L(P%HP#2NAo#2g^9V4d=U~dX9QYXHdFH8gXZeDJHcQn7<{_q_+M>v}
zRa@2XsTZaLuLFPo-3<5rhnXT9BlrQQsYVvjh~Fdo1J>X@!=sUN3O|b{daJ&Q{9(0O
zy(|LEQtCGpb9Yd_PuM5a6LhCK=Z&69HW5z3)5d7kV`_o?63?(u{Tdcu;%&#@b0&MB
zQt^91hq`yR$)hy4?%iquc$Z5MzRuGP?_lYPZ~ug-!Q}Z5P*<r;F_^660&%5Ur0y3f
z>H+nj7^@yq4~c8ka<yEfsZ#Zb7*C@p7ZdQ6pzH9Cw;RZ!J|}Keuc<f0&3Jd)t!f{|
zEWg4RfASFR7vQanv-LH4qA1j_=v`v2ZqV<DrDQ87ibu_LCR;p)FV8$-a!sySi|@~@
zGk2PK;z_gCREyu4SICEc-Mnqy7H{EQD|_%hxwr8}qP;fTP8A366`J?#Hd`w`u<f>8
zG}{i_AwKe#{z@DU%nrO!wBVg{NARw{V?^x$@jQ7G(`BxlDGTHrIakgn&!SkC$Yrur
zmdRCeja)A)WTmW<FUYO3M%K#ha);b0`F*JS<N^6U`5i4xX?a|plx^~~?BJIgDyxEs
zdqY(?c_Yzkkcv|YDp3trBUOq@RpV5;%21P4mdaK+YP!l*GgX0_qvoplME_z{qLvZ8
z%hW2hhJ2O^qHz`ZEnCTRsU_cK2YD|I<iG4A59WQ<tXkAj^_e<O6mL_fRfpzJ8Ce~q
zd+1Odt|N7{9;D-Rf=;B_7^zcqsvf7)b%vg-vvju3(bILVo~aA;96eXh*Nb$qF44<$
zsV>v2^cuaMe4l5?``JSN&o=Ua>c|J$MPATe@`IYl6FN-3&@u9cPLMzJwQkp4<P-6#
z0k0swj>uIKZ*VS8sz1}gt5$zOTr1UnI(QxUW8?!RvQreJsjukZeMy{m;&qyD>EM-`
zGssX&P1-<PMCnqK4CsEyDoQ<&j=^*!aGr?{&W~R~M=~8()4^H)Yv|xueY_i=o<Ij#
zKg~G`&LUk;2U$yfD;>O-<WA0_({Vo?y#D(b9joYglCwH=Jc~@B)UP0aC-oob;I-jb
zIm?UugVdandIMe{uex!*Q)*swC0b~TOtA-L4;{RNh3KN+rK1VCP0kE*c2jDK9yQTO
ze@+L*y80h<@V**;t0`GgO*G<nYUneZ=c9vYWO!YgXk@z6LDs|cri18Z`f<*QjsbM=
z{)LO^;C1Lr=t!bt1lH=L8AC@Z9YizUH)5{kOg9}_bo_$%$Ix*D9h}Fxg^n3?5Zy?I
zrTG;doM*g)4)Qh((b3%H=7lqH=5Ee6(?PT~zovueYiH9jkB<9<vdio;D*c8I@^bCd
zbWl8RU*bLcbP$zE&ZQ*^TcWJ}BOSzD_OEmhCG9(OG}3X94x*y{h>jLIh<cVd%zi^h
zJO3hpjxN@)WDni9IQ&I~x=6)|LHJHztQw;7NH@+@3&jkzm~`Mge6w#UN#t|lA$+ZG
zxq4N-DoX9oZGj*QM3GC8s#kBRgCv`usL$02lFIK?mzE@#ULB~rQ@qiiB94pn#UztS
zCP$B^<1<xH5_yB3rf<`Q`fj~gKd2v}*kg@;N^jE7lk_#}gZh2_AxYfd^xySo`U{e|
zuXLOKhT8jz<W3r6ye7~Do1P}r^r5Jvzlk;jO{^Jg63kHQYqCkvcbltCx|vLU&Z55V
zHusuErr4C&JM9AdfGxGF?FRd-ebK&bx7!_dr){ur*}ZnZJz(FnAKH)YQTwHBv)}qN
zv3lXHVFK?9lN5cOBD?hs(a}qE^b_6jp06-aGh7W-sYKc9iJI|5&3naYvSSOyWVKW+
zC0nvgEfbj(qdhFH2Tgwgnr0JCZxA=yo9rwx!xj*I@AT34P11mk>I2e!pOWVLMzyO>
z(tBF_X@A{K_a&`&0cpK>eTlx@+^Dal<5Tsf{uyb!n@HQ;PO;rWitQdI9k-e^+|#;B
zzohr;1NuGEXdmeo{fYjRblR8tr2Y@mYJKVaoe@SGKf_=1>S21BFw@sWnhPlMyU@g$
zi_H+~>u2T)T|_Zpn)x~PnMZvUnfYd+S!^D#h4vm>Y?s@W_DNf5pSN4>>$c9;+g*0I
zecSG{@7gAN$R4(Tv#s_kd)l7)H_?|feC%b-5!GU+XcC`M6doj_DE=NRGsw#$ACElZ
zIDF|QS)`J8n_<?H5A~XPlHlv+w*=oXPw|^v&F={AGA{|G)6DM)jyEq8Ob^T^cn#TO
zg5(v3;OjVpL_EH-m15SRwe@Ii16r#<Ya7wpR<u@))@ryl=joYOQ0EU^$A{SlOzk<C
zSAlu`9L#ILY(EF{1~6})gQ){%$2pik0`sSHF!jLf1cv-sfBvq^pHWgMDdEL?#05z`
zYugwzklcg|4SDOtJ%fcGaZrM=H1FT~vU%n#RV2~n?6<b$ng0SRv7S7z*GVMbP(1#6
zRZkw{pUKV|(nD_%zw9GhYe^#=6anNjye|StH#LhOd{L&G`kJh4chXYdiXNn?z7rwj
zKUmR=bXAZDC4JRhgpnr^F8YwBi4ftWy`n^4(qIEcKRi!=J(%on6zQ{z#Ra5i5=AsT
zzX5u*9xY<@)nt7KlK+=329e*9A>v5WO%{Xo^<-`1N$1@lF4j}Y>L!pznkFvMx03Z8
zLVEBvajDKHE1XCgu}}=vcak+8M!NBCahYB~R(UvS$;IMweLq>}B+{1;iV@^rz9B~H
zePl<kB8~a37)x5SNsJ@S`MyXaU*(7xPulaCNGA>YxtK^=^ti|%P5KWpiL~e`F_|>#
zKSd^K)o(-=`7`a}7x=E<6w<C9aRX^se{mye*&vZanzp-`M%p$+Oec-oTg)J>8_vJ9
zA`6>G+BZtfBn>=3<dYU2Bnn6qUnB}i8^?<|q>&Rukr`@+in~mTNfC454c~2YOpcgm
zW|>*y9y6CL<$QAw*~xoJPv0vRm|v5vTuA!5SS&K@NK$@n){~?xHXBG%?lTo6DaB?Z
zNy`0ZD@n={Q%#ccfT<x#DKXnfA|5ogBoRx^YsC2vneD{+%S;_{_;Ry@IDCbvCr*CY
z>?BSu#g`u+@q5vmA$EE9d-uyc@4Mc2<!#=B-h*<c_dV}>a+dc4?*}s9`=R$kdAs)`
z??<x0`?2?9Iotb*_Y+y@{k!*5d58Ba@7J=(`<?eYIo}E^<-NpQesZBrw3o^I>})$*
zK0wyzPFZ5-*?ICovO^2xQhT4hPd-Ez=>fTneF3?gY*VRRVSi(PBOfL!wOW?ib#|S6
zgzVJ@`KW!`J}n<3%k``*qZr^1@;CN1`<i^5tk@fJ6<M-B%5t)1f0k>=qWx8_BdfMY
zt|!a(j@&@jtx;Bxg*zxWl9hW;R@x8j2XYhHyAS0v_9Od|e3mTV$Fhp7-%<G-S->yl
zX0n29@_GA>{YJiEzqQ}W7j2jAl3V;a0r8T*@>g<ez}0~%^7r_L?(=~+2HvP%glub{
z7L~rY{iXgS(?7}dPcnU8%d|qyP2#JbLR|HeEdM0SKgsfWD$6d{9u7$!`;!d+B*Q<+
z@OdV~KVBQTnq^q`_DS+t36}-9%4>sH;CojBQtiHar6AQB-@Y=CY7f4E<p-(u;yYLt
za_En*VFf@A1My9)Ajn=fou#uxFl4X0zDeICdO-Gi>Rg>m^3Sr@OW&?<C;4aD>y0mI
zg+ccE=!JSAX#tkKzIusXA|fDr{mc+EL_~t8`<pAw6(S0peF46|6^-w24FG?~m^_mw
z27=26*+N?=E@Tc6vGyK&kGP0AK*ZT%TPy}M2Z(sP+%6XvGY5zSyV9-{moNv2A@)i8
zq_~thKqT5qTPcPz2Z&+zZ}xBEGM+6l+_u_QaXHVKNU~qqufzzRIl-&1A<%pRnomOW
zX=n}u&EbLO@IrI=Lka^Rg@NWB^Nt8I`^|pQ%|m}8*jwy<Ky>$(dLI+LnD0a%;=Ao4
zoH;`DWsblX(ZAQ;J2AJsLfYRqw?BN#OkpN9=FnjFJeW5>%$OH*Wid<sn4bX5Od#eY
z2(!@*^AL;~=nmTV0PTB%>LH+aFHkxZH0}-RhJmhqK+$l}vM;C@0s8d=<sxasQTSS!
zAnhMR<4e#9G`>3h4vmj>WjJ(YU(%IEM3AoZ5?A<>#*8G58Ax2g8Z!zSGa4E*1{!k^
zG-fO`W*lkEXc2ENF_(yoO_CWY63iGgMqFy{HuGqfYwfEvzwg+0Xl6-nX=X`oX--LQ
z#TB;2wuof=x&2&RX;0ddBE`1bPPa}fvlXw;^KUY;LH{&h$4cIxP)^jZI0u`6_rMhM
ze!Fw9Vb}@BzlNN94wj3&CM(snAF!g8SCx3>Q>CASJ%C?ea%6qrEY`;r$j&iFiAc!0
zfRszfw}NDA$h3hpdmzVtkYF!l*FtLjA+G_D)Ii8+5Tvsk<T4l%*&R~Y1M=4sk{1G*
z>jh~Gg`D+<goQ!2`ar6}Ay0iFNfD5te&^X(&p&DFrT#)*oKXASdL(&n3f`24A7$V{
zdEh(w!E5ruU$XF&{NW=7z&i?LJ1c_N!isKeTSYKdvAVN86+PIJ5_QRj5+^G16u;r!
z%Br0-qSE^{Ss8smAEZ9sBVB0CeA0pe_I1*5LG}#kwqRbR^63TE2nHI#0~ziE84iaG
z_k#>aLWZLttI?3v0g%-g$m&4I)F8>f>zYsUw+~V=9@t<RO#kt3WrNRRrQ*nzcb%O+
z2giGs@Y|+ya2u#R$Y*uO{~&j|*oQg4c=>!9>%WJKBh{bOpQzV8Y7h0=q?(9AAE}S1
z*P(hS^*Tn6p<b`k*HN$8I-7dES>H^(&eSuh*E{qb)ayJwk0^AXzK<xhR4*k84Ku@t
zLZi$mqR=nRFNs3=CZBpOvPDFpg?1rPsKk~Kg&whw5QWNZIZ@~-`xH^A%2pAD{%-$H
z6gpu~5QY9}{|O4ksTS2jWBpWpN@G2)juVCYQmmzQr0!3nWNYii7lEvPSU*hTE7N5(
zzV&)NjqhpwG>xxHSCL=$l75N&x=;0I<kz+8FUX_&QlB7S?xg;Tytx0+ZREdwO|ea1
zSn7VT)RC~%{b8e{$VLZ~&(_oQgpCd*pRJGSLzX(iM3B$c-}EPY%{KZ%lV;M$XM5g0
zPd?jLyOn&l-S#c=+1|E$$y?iR_miJ?z#bq!jji*g_K-b97W}Y1jBhJyd4@b*p?l~)
zLIy4mT+TZ>Nf!B6Jp7ydb&$(+#^D`ralW$;r+6oQDE9a}-1#LF=btS)pQ!u)Z^4+$
zc-LSqewD%;H33}4c4#twVe$hm=SLjsaOsXiecm2$Vu#~UHQa|gzi4>=ap=Ft&IFyy
zYpPRqQBS1Ys1N2l3%&~g-v#MI`a^np=Dr?gp;<&v%sdzh9t=CL_~RV@_T?%jo>${P
zzsCCS;B21Zx^psB*PdrIJAeGYA2LH}pmfInFa|q+X6J_|ZpIV;j7C4e=L3JDKB3XG
zC#=-x>T{vt4;yttouJYCYkwMjH{Fd!&z`W=kLX9v`ok;rN*euYy_!b9Mz0}%m_6iR
z{gi%+{9*Q!d+1Gi6M4n#Er;mm_4DK#v(Fr=t93Pb$e-v>L>N5VJ|^9yQ{=kXET+-3
zmm6VUv@epqVP7}WzHDC>{cWACqgb}y){6`5F1w3=*&wF;Xf=kpP-FkO0WbPt7rGZ5
zX~B{HSceJFQ96poJx~v%ar3%LFgUe4)>3+aUwdK|B?Md>2CnS`t_=s*_665QfNT4K
zYa_w6{jn+%g$&(A#$!Ap&RF9w2Ad!gBrZ1HO?Q!CLQIIb#Pl}3#Sjy2!o{VgpXnzO
zO_YfeL(Kp)Kn%k=#${N?xE$*kBe0Hf1*9SwQgJ2LF;XBKqaYijv5qkY>lLY3ueb{9
z6=ShpaW&Q}#$mnU8mw2OVZCBJ)+^GnUNHgd6%(;uaV^#>GO%9pGptuk!g|Hey~n(t
z;`^Ili%ec^5ZS!iAa3N<25}SQ^Jd8Bbjar|kk1*A&s!m%xscCa@#=xdLxyptZM2PI
zmOW?>ihRiJ?U367$n9*-{fk1*{fj#|-!JBHreEC2nSOB>@%7Xn{bnT%zq~M>;otAS
z^IU$mlytT<;%w=Pv!&#-rIFw7*n?Ll;FU>uWeQ%IhF50bS$W`D`9Y6!7BkkT$Nvv|
z=K^O_)&KvsFK6#{&Y2lwjB%MU7~?kXgK;0XA*tMw5E3a#r3jTINh;|kq!N;lB<U`d
zP)YK*Cn5JcNm6<8U+aDLoX&6t_57aK@89ovUS4O-vi4ege?IH`S@*TqZo^Du8ncjz
z;V}J%Mn(O0hZ$?X!v7L*W6w$7HcI-o#C?(UarUf;^l|5`TIyUd?6&lrmMJy@^&9Bk
zLie`P>szX<YrQ(C)3w{#?NqI&72|h)bkkMcS5wv$4FfxZsX~9VvlH(Yl~OsK<L!G?
z`D8b-KT~dVFJw6(pGSmzLCBX8Au9-3>4jL4b&?&g#>6K3;LD4S;tnxNOc0C2CUHm+
z3K)q-s!_qnG#VN$jdn&aV~{c0m}JZ`mK!^a6Q(p1%?vZkY-J8GCzuP(<>n4cS_xKb
z)jBT^zk#$xJ@<C|XXW1EOQFVYXW#B2+s3tD^))YKJ0ZUjlKYlZs{K8or@2QVm7|sH
z+kK^kWj9xM3Oy&u=jUo#DAZS8r||B%Q~Q0Tz4$sT&R52ZSDASFov2-5-|k$WFE$*u
zC+yoB_U#M%_J@53BA$B?)W1itJ4DEth>*iz6A>Xt2r(i;juK)LlAEhP5N5-<sLGM-
za84xJ$GPU?T7uSJ7}1YhaU$-0l2`$yiuE36rEc?7IG^-<O?8zfH6liVh!`>URyh4~
zmc_m!^b~hb^zM<2^_4Fo-VWmZlX&qVtiB=<mQ}HQ>7K1BfIh=Rl7HSDBh2ES1wH<M
zJn;lqU9JX0_wp4EA%tC7Ea-&a>Z_pIi_NMos%!s5N=eEXFJ+R)t(a#6pNL_HwMutU
z@%4V};?z9VMO~3Ca(pGcm?cBVgE#5B1aAnX3*M-%F5$1bEAGHxUv;gWr@wDK{iU5-
zn^NvA%Dqir#7AGmp)canH<NthJHR)-gM8yVhHrew@{R8}dMX9zsl@Y*?}B{eJHaYx
zmE;@W>8j76XY>kFb0?{qyP;~$vsEi!j8SzmqvsTQDkbQtq*}jOzloBn9*P&G>}INl
zDossa#%`->$8_rZa$bF_&(#Z1-?sNcRNZ1Edb8xYVX7`P=89c;!WJs_IbwC5Fulut
zq*#<EY%Dv<XXObSs>0qC<MV`Fufpbt5qZMe@z!JiJYfx0*f`NSPnc4%IYQOwkzt7{
z><(|=d3)Z={NDUtS#Os<2g90e%~txGYt5yVvQ>E*D1@)LE}OnoRWg-km1=!|tKPE4
zy3|~%uzqEJrB8h^H!7@K&8-S+rj@C%HnEy0tR1Wl3Tqdui^AH|>Z!2aWZk5&4zLC&
ztV66J3hM}Kgu?oe^^n3^)2^woX4}~cYY)4J!g{lPv%)%14pdl&$zclXgYrRzb(|ch
zuuhZ{71pV8s=_*3&Q@6W$UO?{QF&BhJt<FuHP+l=?oe2Fo4b`gCR!7fJtkX|71k-%
z6oqw~HBDiiW6e=mU$b6QSl_VTP*@jQ3x(g#v2#@0zCbQeW7W6hTdIaIMVz_HTqT6n
z)M~2kc%5~fy5mr5sJi1AYmBmSExVTL?ew?%3r7x;gM=&ZmG=rMN6XQ|FCUkWt2<7T
zlhhrj$!Ti5v{&vG`XnI33gQ;PEsk3Pw>)kodMY^)C29q#>kv_**71$YKf?6xjQ)Iw
z^N%q7E{N@|MRoY2L|M)Bw^|~?REe@i8-4SH4b@!vV#FU|szh1+Lf^ayhp7@}b@NuM
zJN!|itTsl`JYlLtSxpQ(PnarEN=3)KFjJ&^_2HMOP1l4rHKC8*rK3tl6G}r*Z-y^c
zm4hLw#(Pkysvx7UL`GkQ8GR)&`YJ*_R+M_I7$dIYjJT3jiK!`4RGZa2yi=sD>K&F=
z<>qFQ=Gcxc$~w}KqMQ@w#EJ4wf|DRBsPZ&WR8-|@n5eAE(}SX#Do^7?rYcVpMQv4{
zri!|Z(;6^NYp6=q9^Q8TZ;kNZ8sUGcM$luLG)m2t`t?lvGc~pl_Lq9}a9*Y95ml{-
znYE58w$EIw&lI%k@ka1v)@7<6*W2!+?sA(wK#e0!(JWjlwK}!kO)JZ)<Bj=zsMEpj
zxij%voqp_|I}@+f8H3$pnU9Y{qXn>je4h0}y;4}%j<w@N5xbaOTomIiFuljC7Q4H$
zRez(o%83l-N-8r~Qibwcm9bhiX7sD0^%|%s(;j6%C~Eo+_zsBLz7xI^B8xIm2X)nD
z*1sO*p*~7$zzRS^%0?qpm(6NGW6DVr6xfuNfo7DM=BP1;Re~0jpOz@|5>_Q!u`1bG
zZjc+r<*XjGp<J~^vF-fx{qse8|NH*;MF;=K{!he}{uTbs;wt|Z{}yqBe~*8UxY2*e
ze^~VOpA0ynUxWhcW5cU-ADg;QQ1=<scP90nMSW*e-}x@W)@Sb&>-4u=jd9rvBG?6D
zunWXw7l@CY9}YV|Ty}oQ2*xvEe6>nnRP~fgt6b83UdvYhRQ{;uK$Yu&9T1MvW~^}O
z3ro9@T}agwNp_M5D76+7K|94xQ6rv`c1aQIu69?8ICqV^Mig+@x$8u{yTRQc3c8!z
zO(MbF>~0o?+%4`Fk?8JlcZkC7E_at=xmvDPEZ54lisc5mK@?M%3OfTGRi>Rgogu<-
z?sD!GwsW8JknlSXJ5P!P=V|8|k?c%#o)f9g3(gEt#+m8N5|x}e&a0xT^O`eHRCne(
z?}$w2J?8^a-}%t_L^N_fb(V={&S%b-qJ{I7^R;O0{KHu<u5dOw--r&*x6W2^RiJs`
zVbSHB(^hnE*;M)To5EJkT%^z9Gq-VO!A^4z^QQ;ZnB|ChRQSzb%wI&%{LMTqV$9#o
zGpg+C6AR*1#`@H##I>YqwS%huOR|!!WYu2l*~p^oJSe8>nJiJ99goTOT6?W(uh-k_
zMG5jDRpr3_qO`Nk*(TDR@132hz25Ka7Zsd?&S6o}IpLfTm7P=0DN)58={_K;x>Mbk
zM0Izr`?{#*?sfNyy6$oJxTxoza8HQ(?n(EgXuu3!Lup7um3>><s_d&yfM|S94s?mg
zfs)=TNp20fO67oFF|k=O@tMcXA60JXJ)hD%rABam6dJJVsB##j{w$#C&!#F*np-&{
zfqkBd_C|Z7vil%skVtZdIzvSfXSg$56m>>ABSkT1yR%&scXm0ul-&<F2Skc<#5p2L
zxaHh(BGt`sGek+Zx?5e8a%;J@L}_<~d%s9?$GT%hx;xGtC(24!x<a4IK2oHMHe#@N
zO3V}M#4#hzNHZ!MSw<71wb9Y&Ve~cbFh&^@j9JF}#!_RuaoQ|uW|^JLzUE|ep1D%B
z{=ZtK)QGZ|Y6opj4@wbff6OBJs)S|+BIlUGvj$bYYmswIx!0<B*Up}8(qr*bXU{N2
z&OU|jkY}DLH236PD;l21@MfGs^G|=Pc_)2GW>&&{y*Z}Hd8hC-Z;mN)-YI;|n_0>;
z^OT!U-b|CPhL=w#^IY|2oN{NIa%ZBV%sS~gmn4y@6j%9=Ii~QeQ>J(Kh#4u*7T!El
zX!a@mTyK6U@2pckvrU?zH^US;>lC4-vu2ngXP?fRZSok1%>3qx&Ygwwc$_t3^#A2N
zPy^<HvQ_P?+w)?y+r{ZmB-5Wrp-n77+n35bP-x^-nx0o0ZFrd|Z~k?q51WpgrLF~d
zZ%6RnjzM42q)%saABX;$tKWrCedcfFx2n(lo%~MqnYYPpN<~I|Pc`bCDGsT+X@W7w
zSZr2Tb<r^M3CpzVTWwT5w9byPOR2tiCwqiF$7lPh`hIs(obk>SH{NaKc5?@~J7jTL
zRW_63<t({KuJ)(-v;3|7JydUOsehCIP#`<dA#g+B?!c(PxWJ^q^uXM}+kuY*JA#S9
z%Yzewt73}Aw2PS>vnDnrwqxv+*bQ-|;yTAokK0@zy+F4DGYf2uuYg*Ls$P0!ktMR-
zpOxa%t@2had}YHv6=q+S8-~xa(xt)QvZ@V=i#!EFG!v~<P2ExDXHRj1=<jQwbh6FY
zLb-c<ZIye_r_Yag#MfK7kNa*>?s(r2<v!=TU%AtLk1F>SN2%Yc<S#8uIme%=+}Hi@
zDfe6d3gvF|RGy-qs#LC8R#nTI%bZx9CNN%D@>_FR;AQo9o4L%tn{+2hhsyKDj~aG<
zMh#)q5=QM{)D=e8!{}BR4TaH27>$LI4Wl#|)r8UeAp0^3qwOA=I2b+SF`DTy+C#dZ
zBN*k0A2sa!j2gk{5*W3I(KRsY1EbqubQg>sfYD<x^1-MKjB3H?1CXtZ!svSsO#v89
z@EE<~G1^PIQxS~v#E%+wen#0aY6YVXFzN=Q8(=g5Mt8$#6pY5f$bnHhjB3MZ5y-xZ
z!f1zwCLTr;Jw~%UM*B$jO9Z1l@uP-?&*F2h(70WVdq3_0SB-L1ZIrtvpqR@nuC~!U
zT{XfscjE4H+nycMZAYA|h;tQj+H?P_i5bj$ic4-zy6=)|5vdlD>OE3@$a6mgl|F^#
zpsUYWIf8rC{aD}AT>_s-3?Gp8Bhr3E+E0l2DKU$%X2F>>VH@5m28p}H2r)*C6XV76
zVuqM27K%k`)VIPt#ad{s&|g&}Y2_I1J`f+#Es|BqJqYrHAm7i^kE$#C)s;h_I0T9V
zFgT{J98p&e!{jhb{)ugNdVhDhzw>v$_xFH%hQCL=zen9);d2^3UJoETPLxag?483C
zp<8i>lp*{wsPW_OlKv2K8KaTo9*}_$W*Mt7;~tf|tXGtj52-bkB?~IIo=i}#9*Ntk
zH?7ym&tG;LQ+6(;>|9CN=}y_Xk+O3;W#=Bs&V!Vl$0<85Wv47<CyTQ4A!T4yl(Mta
z(|tk8&Lpqw%=XI8e$xFKQFijgj~aG<MonPU8b%#q)B{F+VRQ$KhQVkwjGlmzgi(1I
z)rHYVAX^=U(Jl{70*oemj9&E^9VFf92u6A0M-7X5Vw0~aOfHLHaxF}5g2_Ob+zXS3
zVDcnP{1H#t?LDQ?p9+hPrWt512Tdo?^aM>m&<q02aL|ka%~PNWL_B4W_mspx6&4*$
zbI?$C`mP4eb)dN!G<SmLKF~Z2nx{b%jCjgk?<s}<R9JL0IiP6+n$Do<1)Bb#84Q{c
zpm_u|<3SS>@sxeuQ<DBvm@4INXKHrs>k{^L4g0PM`?`gF-NU{f_`+?G)O&9B$hy=#
z^{8L!^PE4{wN+gv%Mq(0C8iuDrVb@$G0Ok?+!7;egiy;2O3brfiJ9Y-m;<EyjdcD$
zo}=na*0%kx^CU~>v0vAHd;CRo9{Vfs?0P&q6z5~^^p6MxUhNxrB!nRFocHXx-m||Y
z-67KbGhYPriDiQz4g^I(P!R<6K@f`b33pl(1;L{pg6BO1uXzZzknS+)e$N-d8^rQ~
zpa2Mpfgl3}4L}fzvxGaXje=mThu{Sd!8{MacceQ)x-<DASU@ZX1o0p!4uVP`Xb6H(
zoKLyax+n-9^AJq&5WMao*h;#iI$c2Ii{MRSxgaPAf@Ba>20<ebgyJj(!TKl&#(4-{
z^bpMV5NspeF%TH}B3MW)34#O=q=29b2(m#Cin9y^8=@e1+(R(cL-2-&U_0r40D+k=
zg13m}2SFhalmJ0h5HtosD9&;aY>a~72@k<E55WQt!S|#)4gxD*1aA{70D?piq=KLt
z2%3N(6z4M#Y>I;5Ne{tv55b!rf*qv$5d?O=2;L!95CnxmP!a^yLC_Qgp*Wv|;F~B2
zp7Id9<RMt-A=pW}6Cm*Ai{M>i#eg6Q1f@Vw0|d=L5Q_5!2sTGS@U(|uhKJxS55X?d
z{R9HX>qXQz4(RW}u<~J;OH6%+p`M}fu`=y2PvbY&n;S)d*_v2$i@8<AF=tbd*_s6A
zX$mp#lE}PEVKvq-E0U}XRlgTy#-+Gb-O3cn%)6wrwq25Wmo%%L)j^bDHKm+&wbezG
zXB{QOy44yWDzT1I)f#S%5Y^a;oXH;KnydlUV&%IwJC3uMxv9e%P+e=UwO7<*hNeEN
z!3|htX~;@gBi357Sp#d#ic1q#znZe{(u{Sl=B&Qtu;SH%HJFyHbzQ<rOe<E5FJ(QZ
zHS1fKu_|*ptH)QcHq(YR<hH^nS4-R?wi`=K+kD&HXKk@7*qePxzEe(p=a8E!g={8I
z`>Xng`j-Uk!05pIU}mseaBGZ=c_e00%%0fz*w(S5Vh_Zgj%yP)BW_87m;%4Y_l!SY
zFuh=>gboQ)3N<NoM`BLm;KWmfGYX$h>Qtn9kw=PlD>|-Ne6eQ56N|Sj{(13VlkMcV
z<f6%G$(56{lA9#APM)8<BqcGWQ_6^x_fwXZs9K_Di8-l>sV!5VNd2{B<&uL-ZZDNk
zs#~e$rA6u1r5BdolU6-#a@xu=sb$)g8Cm8~dTM&#^fhJevTe$~TlRozg}r`?=pZ_a
z9^!h@PYe))#V|3_8*xn*Q^ia*=2{@$6^r$#ORN?f#1`K(dR&6L%coBZ-H&^~H(QTG
zaF6<Qjr$nxIG-8?SWn?T?Ng=SnuPnTPqoO_i?~yLy2X7NccyQ*a$m)r>r=JAwE*``
z-!HoF;ndON8SUD=ou+zJ<LJKdVn>Z@?LL0hlb3JeE<E>qQfEISw6gjR+O>PT)$|=)
zy_a~g+g#rvpnD771axoVJ5??t`g0e`Cr9<Y&Et;hdz&X5-S=MX=)U*I&U4CL>da8?
za%Y}$KX-IJw8GKj-<8gn%3T#g=BPT(s_f`F<SMS7*UfTOi)Pnxll9tQK=o+ly8$&~
zk-rA+Qts)1?xAcC=pM@cpz49hV|n{z7sFSSP@|<BM%~>mUISu>*e8xSbyaPZq^!YT
zWshe3zrJ(1{;O=#iSRzY2`FX)ikXUHrlOcRC}s|dS%_j5qL{@fW-*HS9L0Q&V%DIT
zH7I5airIo<_Mn(ODCQW7Ifh~wkt<Y+vwtAU7#LQD-YJ=pI|6shg_wl?s(h**V&c{h
zF>!N3Oq>Jyj)70m$eO>PkwIu=I2sv)MxH_=&!dr-(a7s)<Xtqf1dXgjBRtzVfku8u
zBNB}yppg_b(ix51ghuX0BZtw*?`WhzSR<hpr>e;MbIkvRT4N#_n1}|Zp@C^=;8is6
zDjIkT4ZMX0K0*T@p@A>Zz!zv>EgD#h2EIcB-=TrMXkafI_yG<4fChde*XmJg)T7pD
zPOWhTwZ_%d8iUZrpnPhLgOsB3l%n#Kq8gN<29%-})EY}r#M-~0h&xfleJJ8#6!A2Q
zcmYMsL=p2*#Cs^>Qxx$PiU67O6N)&4BK#<#5Q->)BD$c6ekkG|6mbMaoIw%sQEH8g
z;QKG=U=li*gbt>ogX!pCE;^Wt4&FuwZ=-{c(ZR>)U<Eo@fezN8gLUX&D>~SU4)&pg
zedypgIyjCFPLo&l(LsH5kb@4|po7ln;7)XKXFfVOM7~rYUn-C<ndD1D@}(s@_!J$i
zLkC5o&qawl#85F@j1rHCC&UEtyqGR#iFsn7GZ-a|Knahagz+e03QBkdCA@(W-bV>b
zQNk*e05<2OR)Q-~LI5R%+(h({iXOV6hnvyEF!Z2DSljidTa+FOM$yAX@Q&6WcJ;he
zC0Ea|Wx4%G-H+6I#ixF-xz4FzOPy1}wz^*%?2up2+U>}lZsJZibEliR)2-YohdW)u
zo!W7yE4kA-7Ib@ZpZ?sTKX<r|JG9^qt++#b?$D7t#GgH<bGF*u0n9iLW~O;CGtIX%
z(>#P3<{`{5-@y#?P-d2gGP68PTiT_k;Ep19M}uq($i{$7E1-U!8T1jPx}Q{Ii8+>-
z<A`}-tOLP%7g+BC>mab+4c5ECdM8-#0c*$|&QqzM+y}w>5Lh1u!NVYU^c<`sN%a7!
z9wTPRef%P^J^@zx4Y<49C&4-qtP{cd6j&#LauWIaJWqXrr_KQDOt8-4*|Wep=Nzn4
zNi~gBbBQ^ZnDZ_Y>(gL;7Oc;Lbv#%ngLN`kp8@N0V0{j(Q+Vo&JoRO;z5>?SAeaq;
zS3!`cG`iDC_Y&zs?rWrYjTEn+!)`w47JzO6=oa!cM&o&6zCp}4iTNfm-y$ZXX5ofr
z19Nl3{hZRjlxHvH*~_UF^c!M*T>XaFZLX@D*s+&4<rkz}M#^QR{EU=elJYB3eoe}l
zvulFf)gf2au=Z4UgL0?4tJVFMxq8Rna#z3kUB=bB8_K&|K<}-BdViO@%qqD%c=|4K
zi~SgRLZZ&+y6bu7MxOZ(p1GE1e#0}r<(c2{Oy-T;o!oJE_>QT0n6wt{++V!ap<le!
zA-yMUwX6Cq<}p`|1<W5@-L|W-rgCdZy&_&uyLNBs<F2`@OlRMRR8ecvy*%MKPdLF7
zbeoat(o2#C&#`%q&2t={lbVZIbW)>)UZQV!ZEmy}E1nXQ#1t_@%n|d&+hUPeB0d+Z
z#5%EAY!`dPAs;0JcbD%aTKt!2@n56Ge~lLZ9a{W%Xz@Rx#s7pB|4Ul@FKO}D)8enE
z#otDYzl|1uKP~=#TKper@qeVn|0iu?16uqBwD>J(@!QhkccI1aqw4wB{DW!twSOM|
zg;A8}v3Cw*;fmO{BI>P)dK;nD-FZA!-~TxJh!jQ2oTOA_KEvMUoJ^T3p~w&!j(L`O
zmQ-X;N(l)mq)?_3LMTEiQ>G@7%$Xv&TkrR0cz0g+_q~7I@8dqMckkL~owfH~ueI0S
z&%MuCYZ=iPW<069Eg;&v{iccLt1$=jeHCYCXIQsn^evA*@d|q-e6z(zAWM64V^Apf
z*R3xzv<pJytC?mtB(@1JT$iUin40!=E6>b^(3y42Z?=gXa=odr91`HA@IFs}WtZ=b
zV)~o50;PxKmP&QG)U@-|pYIyZu`@j6U-2*@SF!aC_m+vMxH|VjojmsBXZnR2{F@t|
z9lDcF>USEBAsPFBYWD8;eR!ADpA!9XZ)O><h|9Xj<nWJQ(#w2~^_GjcY=|@t{ivT&
zc16TxZDdc#$CAvlF_G~#kuo74wQiPe6&d$wes@~vI$z{%7ZqLQ@4Q|%zLxnLT}Snr
zwgp%RSmx{ZcYV81>1s|H>Av8<<-74$SsC@zbP>DV%zROydvD(CwzFl=JrV1mpUHP)
zFhvR3n;W5s9Lm1Uk^42a(p6PvzAaofwnL)m#=#vrrQ#9k#Wz@{Hp=M^Hm40s42eFQ
z=PwCnHLi-jXI9^lZ~3jWa5kW8QO;?3U&${H<J0HwRn>HCE1XqxT9zyMC1AYcSqD?$
ztajI;uv1W2po7ZT>kID&w>Vs#dn?(QVl1DMc{%&=??3M@XV+iO);Q!=-5=(`J$K7?
zP&Q0X*rGM(?Rt-bk>t1QcUbha7K|wrNUTpWE4X*w*|N}?-O1RfXHLrem!o%pK)GC8
zpN&OnQkS#5cXC``e}l_}WocHI^FD9m^L_f%Qq3;st=>In`n=6cmAl3^d&@-h6)oKs
zdVbbvG%=>nh+4|pb#GhrbT|7aej$=*!nP|fV#M9C?xt<me>M5#M}Gd^Isc<LtEJB{
zh(muzc)Kul*4}VgFRya*U8(w!G|O4UaM|n-i{+33hh^q9GKVfl-7WjNb37~CzK`aA
z{l+*mOTXyP7*r8j*?+*y^=3ZXt4^k2N8UxFu*ym`GqcQm*H@jSVMpP`cM+AWnfbND
z-)v`Q35)pWh4sUCaf^>Rf=nVRAFJnZ2MdPhUS!gHes=$7McwK552Et8$EzFJECw42
zrym;n?bi?9Bvy6)ib74JnfYL`AumIVt6_Ke6&CYB3&Tf8F8hD5kX}K`HLG283wp#y
zQI>Lvr!Fi7J-bFr)|X2(xHJ{^IE<F?l{?qFBp3Ebj+U^LZ?ASyFX-7f>djo9^jUH1
zXa_@ialOm-LgP3QZy7Ct<9pb0FEM$&IBWB{dXU?m^o2g9t!r$<D9T%2ajx$RwY0Rb
z2m2kAjNZoKeFxsB)Vr{HM>V+A6&m|<l$&g{sbEr>NZv5E`zz<%EbG#Jwxz{$K_u+Y
zm&M&d6Q?Icv~Xlc4sO;TX*=pt37NZRv0v|W!t@)*e8}7HR-DVES4{j$J0{mHhA0oO
zRU043Q#F#is(-BGtv8E!W_altf&LSjHYZHJ?S2(=qf=t$N!Xk3i)U_JJ=A)4vz%1w
z_g>>?H<}a-PM>-3?jzkK)6A%EP*uNNabNyW-TdP0c#iU~%7QW$uEml0lYI^CwI@>>
z+RyvxalP`t$Fr~zO}?i0#&Ig@Z1mpHXrYW4Ev&0icADF+S8H#VR(moW@hUf^ObP`$
zFK~rT{4h*BYwcy&5pK;Y-t+VULEJTTu&?0d8S8C^-eH591y5v{n|#cFP{gawSno5m
zdHO)VQryG5dtG8@jr$t$iSR)!!y6%4Y>9`stxgCeBIey|5+%&Lxe`sxyV(-wpFUs|
z@2PpfBED2TeM3Zi;QSzWLGQ+<*9Et<dGb=Fnz#y_SekAWJlUQoM191Ps8Id-jCDNA
zgS<6OM-0(()*6N-XRQqk`!_aG3!FAIc^8Z_HziXk;>=C+=8xzT2Ws$}5@(Ktp7`<L
z_q$J66Mdde(;1G34IVOlTp;eRn8-;zu{ANq+;4+;Pwh0H;avD&MZpt>#4)PhCh?`(
zX;Z@+dQlAh;X_v^d+A&8lN%ou4OQ>|@t}gCWQ^LwQnHpR!(0+zzC>`^;}m6b(RrOy
z&OQ3>0%yh^)`GEhJ;vrT{3Z9yd+18~%mY}Q!qp4EGMzHn&^dukCaz&rW!@Kfq9oLs
z$#5=gP|#3*eN#n&ETe{kc$C>i>pg}YVb+$0rp!%Z)b8zxr8U#?|NWv;M4Y>NTFlVp
z{2nCW;&nMgsg*?OQ~P9<$FCGr2$cBLcoUuGtLM18)|n@Zx189??2xLz(dJ>~Yo3jd
zTa($HnvEK*clo5f*|G2X#f*LXuE&3L*Ey*eiQXcc#p>@>fB3v@?`Jzl_aY(6yR-Zi
zG5p&VV@vj`%UsHod*0Ubyp8>s`;4-?Cnx3cCa0oZibnC~%Yj~RuBVJ1)SBBV%#@J8
z7N4;6;)U6Z7lM=|cg4QrXZFaL(vNygnXPNOYwjl@&h&IT*wFMpFMeV1)J{7Zx`gk!
zckrVA?k+*I#H-cQqK5rznsyfOuWede@N-ilu0Y&PF;S0tf;%z2g70eWgRSBLHPhaP
zvF8Q{3q~3KZYh}sKi4PTrT&l;w^t1<+EpF)<G~aD#8h)XA@T5<X{w>Xxj}ow`WifE
z;%z(LUwmyk6OJlq`BdO&eZpw{_lMi0!uos*N9&_(Nv4Y4pY}|4Snbq8C0_cyP$f$}
z;&DB^_xo)tW|_Ie1(s6n*tf%5_V{hBAePU+Chw6>?F+E(t}tlHb#CY4?5@39El_!Q
z^uygofl7zb4^38VW}0)8)`j8utO2X@o8;34EIjD0?Yt%zsM%H9d08&78T%(iE|4<%
z!I8RblgcGQQLW-!`XO0d-Yuu%IQQLTr|VUp3+U*OqwqxH{DryEp>iF0LG_5((V=g<
z8yXv)wPOpr(y-3526NxN5_CUDWymc3xPK-8`H2kSJ8^R#Wt00y$I4B|FO{qAn49Yp
zVQUh~kP28@e6e*}*zMu`xb1LseXf%4O6T(Qs|caaVV?srYg25dGag^E3bY+26w%up
zvwjh2qZ)4~Pt`g)=hu<4OXsEi7teT`7HKo~uU%F29rrJ!5}toOoI*U7)O+vaSd6UA
zc3r>IulMiE^~g}!6c8q-ZPlpr;IiFrsVmMZDCP3nPA>L|IRi#(Qcz@MDbw*Z4*SWH
zyolM^ucnFRMll5pcPI<Jnhs8%Qas*S`Ano5a3*iv#4vP(uebI%^DjN3zU8c&#U;Kw
zt(>lyH_U}vPMk~6+}z%siuTPci+4GWjEuNOZ%d87p{9WK#^~j-l(m+1eM$WC9sMP0
znNV0uwn`y-3GBs&12PicIN6mDdy-6=zcm{-r++!<kw>XcacIGDUyu5s_LIva?uA`_
z8`cG6Ay;LJlVvGaZE8<=P<zJ0;d4RlnG1)*f)H#uJSgc{pmj~<b?oojN~2?egSD0K
zjs<eoRvxCBbv%;itrV^G<2+Sc`B_B%bl24_b=(`54y#Png$3mt3uLURyoCK-Td8v_
z@O(|>YwYjZ$|8}<0(W}rjD?!U4Y$$;396rD2d)_N^_w`m1&1|nP);}M`yeiURrmI8
z>;Be9hICpf%sOlhr_}Vt?`YQ@W8;3mea=^Fx9Gv`@z~^P=gC(@<M%(39<tlxrliL{
z5}T2dsTaL9H}d<J0DSQwW?P3V?~8JekMvv`O_Nj&GQPh2#y(~D@v!}SQcd1kQx0YG
zd%60}=@`7<ogVr2Deq|Z{bz@i{Hnz6Xm80?b3U2c*N%`6i6r>v?hVLubnDl1cK9Uj
zZPfW;clzVEFJ`-3P0~CH_>K}tR-Il#EzcVDz4G@lM~&p(xhV85+f+%a&1@r=&@&;6
zC)ak_L@;8v<dXVP%@$Y5HAyigy2O+8k>NqqvHjFN`>7@r>J>8eo6KNMB{S7bt;>Lt
zw}p2OtH5goQj()lY)e~eDxVcd?HgsuWaF5hF<8(}v%59Bv+djtO@@M?%>fPOpA1L&
z!X;SDt9+gGH_PlXPgd#@I!67P?yqB?Yj8RJ-L?vgB#G-e!N!i(@vIpM@)FgiS;2SP
zU1JvS={{#Z5wU0-Gq-Mb>F{!;e%0yh0i#*t{NQcvt_h1lnG1|DX)$Jcmba?hEtBQn
z+&P@!Ql}*Rsw|~JsQJwod%f!|*KAcn-q?kX>-gkcaJyRGr0S&N$hF_^=<KMfL*<X#
z#_GwvO>#NfLpL<W54D_~esh@VId(PWRo3#qbH+{JI9<!x$RU-8(91;(MiWY(y>~q_
zxz?+-t2F9jkLrsti_hL}?lMWeT02WMhIR8(422J^zZ02Ty%w)*b3vslxHI!qfzPCW
z8`eW=$;e-LQT*qtZkte#v`sBdIWNAp7L%7Bp+R&NA8%Eaa*qtmd=8-UDv3!7?RtsV
zi6*u<X)uT9-eG9C@ajZox)g4VYf<9}6M67ccJ83(X(aZSgY0rU!{XhDMC<O{ad&Zp
zcB5di?2)^McSCYBXRan6o*KMO40>>GBxj^lQ#4!NVS9Y_J~zF<)`h(n94Zf0zQ_oh
zP#xHKtclb^(thhBQ)Upccf8m|JO0z0m+KaZzUpzgj4Lwlf({nB3754-c#j{M=WKgn
z^1gE4{&Lsyi3|6~cg+j6HJf}47WIFetf!ED_3pqzWxw3mjblMdy4OGI@3YP;)8x81
z^-(KHWNY2#q}>TKq>kf~X+a-LTUzh4|M1&RjarabR8zTD*QjQr5^Op&ct>7FM!!$v
z+LX<c%F?8#IlkvF`(MrI&-XiPo7vdydR**Mw*L=%QKq}ub3%GKrAY^UoYW&5wb<Kb
zazAkBR@^)yd}7wyVgH`v`L`2wb!JT+WU}<6_Gs9P>b`X=ecYpxX+Cf6(?<4no-}IP
z?Q2qCFdQ&+jAtb1Nf^(U598-87MYi=8!FkUiEZt}5r_AGiRf+_=7?8FFYt-6VgIr9
zu$=nr=DTX2wWT&6sg;=AaksRay+dSkOVo;l^Ji6$`>4Nqo7zP7yW#Ds+bS~cGJTFa
z&)goB-KRA4W#x{8&_w52_wOH1Yi#ptyQU<{67%Ww;;mQliyV8-%j~rn(0%y4f~`KY
z@wKL^kR|`=<ZW@^Ne#Z2swATC{OEbj(>kCLt^RiVHeSmsJ#T%FJZi2>eT<?vj=HdX
z+9$U*GvHV~q47@D<C`C+NKq3z&S~v`-Pshcztk8W#931rx!@Ue@_6e89y+10fUFDV
zlfT}}Ra2`2&eootXH;iUU$<j@EVF#}C%&kdIwb~Iwtmf%?NS^h2K7&^9~|qGcD)d=
zRB%$TP;iJV-tn-ZJFZ8&OFOLg#)Gtyh5%}7*H$~B$Rzv5T#uI|)u#f^3b$H!b@(~8
z?~dDkI6PhXc<b!~rQon%$A=xe1A`jN6NiJerRNVTEkyE}oUc`$*CLB0`g9%@pXJa!
zQFP-+;g6gj=O4X3>F9Fw@KQ^zLwf<AQOrG5Kj53_-G}YXk2^*zXNwn&OHZu5SKT4~
zP5v95W06U7OVMoU(fbAYh2=e@cgvrhr&%e-`-LX1W_}i$#{DQt5lp)()p!;AGFW*$
zk!g_K@8qxDzn1PzoE|8xOun$?i|`j_kJKOc^qL*4ii`K3=)1Qq&p1!9qoPBk{Bhq?
z7fYYwrAE4GNs5lVXhReC=Od4F1uiN4l4vz+{=#A?cE!I+x6wK8c+ZJ_CHXqv%(LFM
z9nOlmEWfnRxj)nM$F<j=qYlTFU*S5vn4Ee(wb{PQENNTwJ^kD5&qmC>3jK{pC)Vce
z>{$P8XZh_^=lKHH#I=Lc$l{JWYV*47!$EO;scApA;g?$rzn)I|HDI}j^~K+WGkRt=
zImYznXZP!&M=3SSob#kHqm`#7XUkcA<i^!{HQyD7f9%gP`9U|ntC#R@mSyZ$mh1YG
zEm_SI%_d*uzlZpB$vQCRksb4p7XR1&@2;E6IaZi!7TXvS?sa#ZbgZ1cUEEaptnzK8
zcFPs4%dmU;&x66D3R_pMR(=t#{jSVev2tF`PAcq|t(l~Il`YpD-!W+)V~@PfXFsYm
z2u3lu$H{kJ=C^BStv7W<im&Gkc<D=hdu-0;nC*3SF{V&Jzbc}`$}tkr9BB8iHL~k`
z;CR<etH8D(u5X~SZaiOI%%4@0^^#BSK!tnRVoV}i&cLVX4YSF+)AXwB-5)PXTy%X=
z;huJUZb9K^D%*1Lewim)F4tw8un(_Fy~lieL*H@wRdt(RKx=kbUoFiU`0(n!9$TsW
zxHa}M{wLG89;SJ;cg3JT>8Wz}Y|zi^&F{Kcy4SsEK`gf~p`zUz*hHh9&+%IB(x5u+
ziP!nKH$$mNM@1=WkH)c_%M~sg_7xqRI!Va!9Oz5C(fYlz^-aL({-n5pmp`!I07_~3
zkv8F#nDi}U%}S%(_Jx~9HboOUJ@hM!atyz!Vr;1g*xn|tw75?58id=9>X=^>eeu>W
zY!~|xYpN)dZrhPTs;Gjl0Z#8)PR0@IFZKT6IekYe8r}-rmbY?{(oK{0x|XBO+gL9f
zIVP!_^mRqMe=y|i3GK8HSA&ir^NxXr{6y>Tj_AVcmX;wgjnl=MJOc~OO!B8&LtdzL
zk)LcROnmcIxO_31_wmL_>&||L%_}2Ajw=${D*@wIrSGRVW*;KI-ctRrXzO(QI^&;#
zY8E4xVmw;ooHWFm8!9!f78bQUH}pD(GZ08ui1!`7;-;WIymJfVYt@<)U7VLXge#P5
z4L>k?vY&qbc~f|GL5iRZ%i(wyI<px11KM1ys$4u<)H*|JFEX;;+@4+Za+i^afEcsl
z<*A}G>lD)0@UCYFyh(SFjVK;^<L2iFFE7$RpUb{K5GHo2{2*KZOV=~%JK`iBh~CV9
zP51Sn{6*H4qah)+?@zhhWbe9rr!={=>Ai%T#nbgFrzQ4n+;Al#RF7fs#OCCSDL-{?
zTODS&@_9(R_Bs0?&QR8r#Zq;b&Wm&_Grs!EN3ycb>lE8sBMgFfDBt#feekn+-fofV
z3+j_BK~bf`3HCgn#)zl!S5%_b)G@aCN^Fi|RFv54Uxtm~7Ua4UX2Sd{bW0mmr|B+Z
z82x5X9@3g_%6m_qjUwke5uM=9)Do`vrq*|bjDg1tA8XruTRN|tsH(@}cb@00U3tv_
z^BcKSJ&%t(5i(5-FWx_=6*sgu;`Wg6f_`r=*VjFLLbp3xH_1%?oQ(0e9!TL|Dem_1
zygXuX((^=*oqQwpW{_ddaaJ>Y;m&@m-Dk>C;Zq5=6uHG~;qGOFhTd7FF0uDS5}jiX
z1b?*)%Xl@hsD6Q7KvE<v5GS$p*{4o7X>xCT`E2rf&H#&VUVHfo_gVu*V>f1;NaJ)+
zcqu8ofjluUXy5Mg*|Ock$TL}Cys6szflSK_zmZGhiF$4yp7)m;v_2CsB6qUC(S34#
z<i5|hMzNAz`wBw$6c*EOZAl}qQ9lrC#$iBTpStD~bNV}uvpYYzKP}5M6eyLsyl=~F
zc2S??85Vu}DCdUkmF2n2m1hm?(WvZ9%0ueFk;IGjR)|w`?WulVAGVXfj<uj`kJpdS
z=%)_sxnoAzas07i!TmbNkxys6O-wp<G}T|%To<hEnA2U(9+n@KUk(&Fd|-?|EoO7h
zhfmwzu$vl0H?!ntKfH6!n4{S0a{eO!Cyn?Id$}q+I8qaw#!gTy%><kxEtgfe16N*3
zZFZh787~g<=o{WNDYUMs(s=aZPlvlp7L!}^Et%M_xI7$MGD<O9#2#aOo*a+3_{q3;
z;CrM*kbzf6GhQO=PQ128jd~4phzwm=OyBi=XX^v^@X_s}i$lW3BX*@FZoVjS-{D=g
zeuiDXXl%{f^7-wXnq^c-skdamyg4LaCRbHfz9u7->7cq{@NN3=!@Lt)dsOG2l!Qqg
zVPDdd4q2=~S^W<%JXMr_`tjz?dTt&S=?%=*H8pGlpRs{@e!O&OFsp6r(bGBwJ2oxy
z2waS!S`FG3&rh-LVhT9DkEg+m^9bMNpC=32n?6+pNwe;*G8Zw3zLztlopY44@S&{-
zBb`}>Y3x{PLR;77erYMUqNL6EcI#h1O-E*(6X#4Hc29oOXCpD>-p5VmOkBSI@uV5&
z!-}}0KBB2jbGM^EdRB`V8D%v2HZ$dq_SBr)$|SM-fsE+!toz0y>IpmUadc|deSg0+
z^4T`X>k753j<I`ISZZC(C66ITNo>Lok8wt~4H5Q3x9<|7TpZJiG&wG7mW;0*pkI8b
z>9Oc$kg#{{RGsLEtC(Jk`{+z#*N5bQ-5jZ&-i!4czdYD9Aa9ZUT8Lk9!TMeu)x?-7
zUCXTeg6^FJ<CKllUrWl*9vedVGCSUOFOAq5mx_(+uxJ@Jy!M)jRox;>-aziZDEq!Z
z<vg2tugt|XI!4~l%oop|-?TqH{b=6$X9H_Fd!zBwwdPR=IWB~l9>9g2Vc{b)7e#r6
z(Q%YM%nxui9O_ES;YeaPJChP^=dydth}xm1$E*psW7f9bC-PFqpIB&$dB$h$bIL!s
zc-$uG(b@vOazt|GoM*yaY5#RD?>xmGEmtTn7605XJS~=SB8PW!`jkdXP@6+bAl38B
zS<|UE(=vDVYKJA>ng8@=CXV4`8|z4akpAMEr-p11a+W@QHJgv#mH#g39~-XCh)AAZ
zxcLHobWwC{Mp57Mo6Sn>W5Z9*m3xZyitR^AZ?ns`#k)Rc(p;Cp6&BXW-Ot*qZgA9}
zHM;BMYsqN+$~!BDsc$q`ZtUO|tQfi{gIi8<l=yW<edPAJb_Z9_IF45a94>vv>BqfB
zRg6zaebJE<Nx8s&K<s2;8Y0k3AIpDHXb(vz%r>%Vzolk2_2g#DT|4W2C2;i#s%R`l
z$-=ll?&xOQU~0b28ue|vHnE1+<v7|&hpbhqWfRG+Umxl=wG#gzJt=nWBgxl|^&P)7
z+@G24UfCBgl6@sWP4)ZMWczl3@%5U^z1rRJl<6-zLy-yF_nKY*Ml4S!r)uQ7q`#Xm
z3d_&jtuO1iZE~B$qDq3?@YNMTM(R4W!ttJcJG-R^{vo@Sa;qNmQks#_{y29n{&M?f
z(HuS5{+wI>FK#Js(d+%bWI`FTiGQx;r`Zvknf%VtOe5y%!5!*NX313^eeEIH19?Sf
z2%@{D+Q)M)?$_;%&tRT;dD}0kn)<S@Ekz<p`0eFEixgFqG4E-T=8tuk%<PA>s<nss
zzsb}z)@BK-@WmFO+&oWG{A~k{x==3Ob(*ffkBu~D+8KOgk5QqwM|i=V-mgb=W0UFj
zMsd5@#x`lp=KBZxM9584myr}~T1!pE`#5vWPmorQOe<gTooke=ezZ+k_gb@Xee>|_
zQFWUbYj@=%eES&gM=raSk}P*$JTP+hv0&way9b00HK(a%4rk|X$vGpcX!h>t`Gc%F
zSx!Q@yj%{^?f{v1u3U$aHIy67R`i{x_w6J~wypI#FeXLaeB)NpWvZ|5LL7c3U9u@+
zE}XUQR$R_cXA6_}2kl<Xjxs5Vd4EIivBg~edYrE#vQf7+KVkgI{>fKzp+4KHwy#rr
zawMn$eO>fMi+ZKE;(przhYL%3`446MXW^8QFa9nWdaa8hOefesr)F<J!}{nf>P@rQ
z$L;g4*Xq7|?=I@s{3x<jQmkNJ(`u7KRB!2d+tS)XdA8(9p`8MITo$6stpm4Y7k)eU
zy1a8#GVNaQbo?H=YgwFfrcT^q7u5>oue6sX7Mm?_^eNB%2n@~e<$fSBhHhWJ`K<A+
zU4YMNvxVc4OX#@O#7yJ$-0OG+^+PrLSXPcTNCYtUE_)vt^--U+Dj2+1Z6&v3jqkoJ
z5AN*CxrExzX@lyWi=P!|4*gV0+tikDWbtP3_8|U4it_2iR>4O1MY~YnyuBCNUp>Wz
z%NW{hX2OS>_r6#;*lnel)H=h?hVD7`Gbo#fz(gPR-u&KK#^$0cNKt$7WlhbO#Z|ji
zCZksB6h6FH-Xz2x6wI8>jfhw@WnLg`uvsT8>T<+Lz=ROOw$*l``b632uzsLtsMpHd
z>|cR>?}jse*vj~Pa8Y<Y5Y>4-c;%=;P<zGN8Nb;LD=H%+Gt~}F)g#Y%5msMIs$q86
z;FnH4WiFYzT!N3RDTnq+dkcZryh7hzc5=FA1}rJB^i(8-J$=3$+)Akq+7{RFwPGi4
z1<yO(RtH_>C_dvUr@p8MPdn$AKX&!!KQ2zFLOrkbO`q-jX+<ZmZc9xmt<&vo8r&If
z`7@|5W?ML^J;y&!OC|(A)+ehqbg{)k>HsxpPN0a3lqfD+u(Gu}`alO+`_+C;(b*(j
zlAM&UCbz<~g#8u!{hqbyE0Nd&{3$mp3+=dPuSBLN{Ji;6X2qeaAx62}C5|VsL15a$
zu{N)1#Clu8>-^7^BAp28{P??q1)IcWrJ0{*)Yhvhb_(>8J@YEo_6zJc55{}Wao&Br
z=$brnEN4O|E;=gy3PJzcBQd`av2Qc_;S$px2{Ex;dt?Tt20n0Hdw5;TXahssv#1yB
zkyj?m<lSQvziHSnd8$8?ul;z^b*%Kd1pV!+o*QF}GV;Tpy=Y$GvJCGd-D&OaVS5y}
zqc=_6qO|u-JEu)fEGthWDyHul<rBR#k3I2GyhX6CjS4w&x74J5!PhI7by9wC)pb8g
z(EPCO_2)+k{So%(O^0=?r!LtpZL;8M%?f&X-FJC|Ux}si9kF{qYd2P%TVMGw`@vA7
z(_mBLn>Sh?zx(H7U!lFc|8|IPe1>zREM%v9FaGs>^#*mb><-tH<^4v7$ueY4r@+)H
zxtqT9<cH3DYm)H&4GbHu9;~WSuo&q)QlB`?kbBn=H+(KUw8|VmCw%HxG)cQCbf~rD
zn&G+i#h&*`r|cGv?me1$?(X2jLf42i;?aO2x_|@YI$`rS&p9hK7sr_3vgdVs^2ePe
zADs?Und;m5ZRw{@`|*#1u~+ZNPi-Ii8GiZ6h;yd8*1`CKD8+t7uGqLG)A`P!22um-
zGsBu<`~Z>P+GESSS?5&t&X*=$Lwk6wvJ#9#MBH$w(ZpcTt!Pg9l={a%t}oT@mdF~r
zcT(!v)My)(#qUgY{MoJRzMfE5E-Ml3TJPugKGwUzSnTklrLA*wclS<qnO-X|^EZ31
zku<O{P&y@h@bmSo@beDn_DFH3dGn+LsTw+W{nNfCny0+Kbd5JqOUXV+hSKRN{oe28
zyCUZ_KjrWjipYa64RSNCxb2^)R5PQ^CL1hY7KT{Q{M^ZZzDhuFjr#q~Lu>d$#zMHw
znR!kt=q<gGonQ)SEc#ey8dY*{P*dj13+7LUvo_CZp5NcW`ylf&_uVo6Evmv(yn3oy
zDa$!mJyjonX^Jww+tPC=@?!VF@{*m*Sucgxik;2K%59$5`*QSCW#jdXZgM3y7%S=G
z>6_&h52fx=vrW^5{4-`Zjt5T<q8~RkOYVHJSP<No!W{o9^HTW^ef??5?Upa5-wU6|
z8z+B@uesOra^j(7(Ae0Usr~5Claq_pg}5hO&u@G+4eaHwvdZ-lk7xAr-OuEb%V%9#
zZo~fTxot~E6}O^{;TdMrwj1**Ed>8%$Lf=&hn&mo+$l}XwPho=YMQKzUReQ)X-f`c
z$yfHL^aM-xwrSl7ckotRlt_$~Wl_xC$a?mS+l#7GiF19uQ$5#x6i-TtOcqxRnj7jf
zME=lNAI2???3JM}xA=jVIey)Br<OQ(nXLC7k>#-iySb(dFK^D1tXCL~$RF0SEr~;w
zKjC()Q=G64&wIN6Oe`aFp?e7D0s0GTI0Xp?BSCb0A$0s_)`!ra|0!55Jkzq{0=WeB
zZZ^ANYR}H`U`Knx#~ta5Oiy-xl@_$9TDdaQNcT-Arh&m%{VvX6FX9mQ&4c1G+Z}(b
zI8mol#M-oOeM@Ms_hOR68EM6bn$E}zm#DfsUqZ{C+#a8C<Gh%%iE+f?A|fzOzZ@)f
z$e?uZS>E~cwjM!doR(VrA0Cb$IpQ|cr?B(J4BK&DX%}Z7w{44AQH4(P6PY^a{c$p>
zZJ$pwSoa5Wzxeu$`nJ(~r;@I`*N0PyxP?O_?_)lkTh8ms+{0hN>wKc^S4>yzQR8bG
zUVLLey}GbpJjVFY>x}G;#gES?Gq*AIDDxrCF{x6l+ml8UhCK<b2KnQ}&1Fyh<?MQY
zC?ci111`0uUywAtf88{7%Ol5b-7)2B2hV+rvh*xtI2axk=qSV`zP*wjU%1?9G81Qe
zYho`?o`$4R0WXKqctpy8_j&VIw!txq)JN&M5(39-9h9}bQm%hX<3D!r!(<Xmq1sn3
z-gS9(jXz_yY@p9OZO&Dzy7`XoH1QVNOM3B1lSNOcUx$GAbZg-<n)kiMZ>Pe-XLjS!
z)U+FYYQcvOZ9|JOCq<c}OI|aK38_|lVN<4Q-sNr?B;Fnt@>-~H&FD2^h}|rZSra$l
zv>@U3Fh3_aI_c@caA=Ea_2_q^vxHK6^ygP~kKXc`9-f~(aI<RPQRlgluLn(;uO56E
zd+uewRr=#aiyKLEO=@babo3DnmRHMq^`0pGoY0v`X$+I^zTC$vQ)pUU8|ti+;rPMx
zJ#S=HN$A*S;Zn(FL^<B*?t<s15Ut>?)){Y=%tJ}$e3qdc-g`Z5_xgF)KQ)_Q`^Zuh
zk;H2{XlA}IEM%d7YaD;7t#az<`!uP;XHRWnwsx`d@N~DPI{#jDwQ$(POd&}NN(=s8
zG!~RL79<deCW3+lV?n$$9$Ubn_|-K0zyAN7g#J##7Ks#W4IF{;dy!}?h@fO_kt9vQ
zQc=?CA|A_tC;hdEV5wxHAdZ5pzJpDkDM&z9_dz0I`SAo4TO><kTfs^HUc_OApsc=6
z#*<d}vbt$9VReV()gs~u1Z)c^jwDEsmR@~L!DB@wk+6-M2>y3`xc|iWUx8qW*sFi$
z#Q!U&tgO^=zf;yyhC0?ZQo8p3)`AogUdjO5wIERtTS-dC)zuSwAuXsQb;!lWRgm!4
zqKdIBN>nD{@G8o95`jV@5>=JRY80HZGMPX|Rq#qAY5D&-2ey4RdnZq8cPTX|s;9Mz
zwWX_-wbT)77h6v|EO>+@FTaWTU&j#}64lN0^Q9Mm!&HFKmD?2?a-t9KHd4wV7VUP{
z*|{ZM^WD3wRJ+_;atKmXbT!P*ao^#0SxYN7I_1XQS{o(=;s%z-1xTh<t@DSormY7X
zFS|NkJ*;=+>66fxqS@%3n=PTCkA-lLZkie#5zls=Uzf_vSJL40Qp%3FA@-H8i(&#D
zkHM=Vgg-k;CfP^Ct}W}PbwlV}5cB>Sk>QT2n@cxCZxC4gH%V57Oc(39)HIhdl0L3G
zX?FYV_{w&h%RUow*<GRoC$_h5e)~)``;1ospT4R@UMy0$uA|<_F6Nyfx7RVI*<);*
z+SbIht=DX0Xl~mm(MEr-K%k_4(eCV~S6thu%0=ojo+?aEp)qY6k~0Ws?U&(DiC3I`
zZJUg#8Z!+gUF&+%nf%j*OVnLws#&`>$Ye-)*Wd4AEVm?$o(b+^39#5P8k31zvt%JS
zS4-EmgXzNo{?N0y_2D0-H`agP2^Df<2&0O`)|`rdwmv1sQkvOPn$OZryxx*Ow!w|e
zF8tmq<=h4`;~k4#TD7}V&b)EsYEc<9mgOCKFPjp@a!OvZ=6o3gw<WV=-C)^9gOAK7
zWA2`kxL@scE%NKNu<kN;(tDfUbG&7Yr62TPJ{!AsUgi|{_%pe(ZSx;YWkZ&xHVZrx
z^5t>;fRl|Bo+RI>N$}<Km=wQJeNr}@ds5c4ChA)F)hSWa>TkZATt99K4ELEt`)kX6
zcYL4PDgTr{@Z9+Yo-}iI`Pw@R^l6{O0weMZc?Ldi3yj;-9!c*PrTd~OZh@|;fJ5Pv
z@Xye}1x~R^nc&*Ag|(+YN&SpEEgNxoox!_H)z8h(Np0a(jF?p2B^1bBx86(zSHpcQ
zI#7*6=xjXpu9Y;Nhc|ko+PeRKc~fO!S0wv~3l`wJe`MaMc61lE<>y{1IABvWnb!%4
zuvcEN_`E-ZcE3R8v+S2w%j~}W*q?=jGRIf1KYUIqgXdAK$Uh^3Ge0+H*n`zZUW%vs
zKda-{%C>!Q^@MKu5GA5^Unuhbw(|b5tJR9<5bDIL2d?RVWX6ueZPCENw|)9Ylg?zk
zYpWMOgZ?KB1wZK*jnmWoB<U+T_j%qoG9X8{BZbWRwYk~n+Y9%0JY8qV<d}(esG7W0
z40@}qOgvyoRMI6XdJvU0iVle7g`;*cC5AhCs6tK`=Ip{_heI?AaQmscp7l0e{3ZpA
zk27Q*Q^lMjoC^?tbK{LFQZvuyhGVc_NG?NFpQ&r<;w(4!84Z(r#TG!-9z9!8D79#*
zu<<Dmf5@`iX4Ypr$vkIIiLln1^T+NaZ&5er3HvCrvEg9!QxX1{HuAb5s(5UjZ*=Vx
znN|2BLrQdlG~J!|$B#U-zjlsrYJW>j5}C>N)5#-YgUJ>lVjlm;GjCm#dR^Cvdc5w7
z8XX+Zl_a_-t*l1ZzI)dqdT=a0?<IR90#1>}Yb$)$%zxS`i+wULEl}qq8{04`@IRe`
zPhv_ZCHt%6{?DhNQbQ!&{g*xqbXVN&>s+!nj7&Rrs6)yy)~t}e>J#Z_gu*20S54JI
z16AyUvAxDh#_6`IVY3;jMegOOk99+Y-wlXs?MdGM#ReUH@{jiXpH}q8Df++LoS&>-
zN8-QzKe&!u`#P8~(v}%nb)vo`XP3}^?&#bIDx>A1{xRq0k)i3S(pl!drJ}iJN4G|4
zWUZ_*_+b1Byesl`x3<~DERC^G!2bFBhd>ZS5rlvUuD<p64|e<Udr8pc-)T5JLX(Ew
zOwptf@wDrbq_I1R)t~=tkBHs=(4=9vBY&nLt84wSE`lS`Y!AT`QJQ>+G<Gwy`tzUt
zV)t^i+oKR@(okvIvY<HHcu_o%k3d@%6rs?R4<!+4;zdco_9(R5BT3_F%1pvz_o08p
zOCq8)^-LlWXzGPTp{W;~G#USAJ{(SZ_0IYqb&4b6&_DN!BNDN@>p$|XHZz(u5`m_C
z($WMXZJWeeC`~&hpg<Z4NFxJj6xuYRG?0b^((phUa2^qXIEX+T*zu)_jR?d+1mYk9
zaUeh(2oMJX#DN_nnzA5390(8x0>ps;aUeh(2oMJf#DM~Fpg<fb5C_&yX<|cxI8Y!C
z>^!1f7l;D|;=s-snsrG)9N4)}n-7SC1jIoC;vfNWkbpQyKpZ3>4(u91Q$8{f2N{Ti
z48(z5uV}Xi#6bq)AOmrbfjG!O926i93J?bch=T&eK>^~R0C8Xj(8Nmt;-CO=P-x@8
zVY2<XJsf5pZ5nMHILu_)e6(@kq-o>8KFR>rrHum<1jq-(fdk^e0de4fIB-B5I3Nxj
z5C;y31H1R3sTUj&2M&k>Gnr;x%uw1iAPzhb2Ofw6yAPw?9uNn1e?^-QhyxGAf!z<$
ztc%?<(53-#0QZwPz;hhnIS%j~hut60?iYxI0K@@!j@_-$ZV$T;quB=$I39rKIKXop
z;5iQP90z!g13bq8p5p+|ae(JIz;hhnIS%j~2Y8MHJjVf^;{eZbfaf^CbL`_;+T#Iu
zzIxwDbKC&Wae(L8C%M47K)V7w#{r(>0MBuN=c~^yG-U=n#{r(>0MBuN=QzM~9N;+)
z@EiwtjsrZ$0iLgZ4o(vr8Ms~np5p+|ae(JIz;hhnIS%j~`!Johe1PXTz;o>LePCVS
zx(j%Y13bq8p5p<}@qp*6&)t94Gam39FHL(q@POxdz;nDb?fHQRJjYAZUU%_;=Xk(#
zJm5JV@Ei|#jt4x)1D@jn&+&lgc))W!;5i=f9FGT%2jDp#@Ei|#j>prsD?H#i9#4C{
z!ULY;0nhP(=XmUyou*v@p5p<}@qp*pw_m{afObUy;s89y1D@jn&+&lgc))W!;5i=f
zeD$*>ntA~|#{-_@0nhP(=Xk(#Jm5JV@Ei|#jt4x)1D@jn&+&lgc))W!;5i=f91nPo
z2Rz3Ep5p<}@qp)ez;iqbv@5`KJm5JV@O<^NKALs_c#a1=#{-_@0nf3om4ST#aR8p<
z0nhP(=Xk(#JmC52=ZQ4&0-oam&+&lgc))W!;5i=f91nPo2Rz3Ep5p<}@qp)e;Q1U6
zc#a1=#{-^YU*Xf#9|7>30C-LSJSPC269CT%fae6ja{}Nw0q~pvcuoL3Cjg!k0M7}4
z=LEoW0^m6T@SFg6P5?Y70G<;7&k2C%1i*6w;5h;CoB()E06ZrEo)ZAi34rHVzY*HD
z26#>YJjZ&+0PE7;?-Bsd3BdC?0q~pvcuoL3Cjg!k0M7}4=LEoW0^s@T_cMQ9*9d^;
z1i*6w;5h;CoB()E06ZrEo)ZAi34rGWz;goNIRWsT0C-LSJSPC2V;!7m>ksgp0C-LS
zJSPC269CT%fae6ja{}Nw0q~pvcuoL3Cjg!k0M7}4=LEoW0`PoJ06ZrEo)ZAi34rGW
zz;goNIRWq->(xbjd;!l1fae6ja{}Nw0q~pvcuoL3Cjg!k0M7}4=UD$W+SmZk34rHB
zz;hztIT7%j2zX8eJSPI469LbOfagTOb0Xk55%8P{cuoX7Cjy=m0ndqm=hzp;G<8n|
zJSPI469LbOfagTOb0Xk55%8P{cuoX7Cjy?Y_Ivo#6e8d`5%8P{cuoX7U;R#<W*>m(
zM8I<*@O(}LJSPI469LbOfagTOb0Xk55%3)AFhCm{;5iZSoCtVM1Ux4Ko)ZDjiGb%s
zz;hztIT7%j2zX8eJSPI469LbOfagTOb0Xk55%8P{cuoX7Cjy=m0ndqm=d1ltXxc8|
zIT7%j2zX8eJSPI469LbOfagTOb0Xk55%8P{cuoX7Cjy=m0nf3{QM7dhcuoX7Cjy=m
z0ndqm=S0ABBH%gJL7ujJfagTOb0Xk55%8P{cuoX7Cjy=m0ndqm=UC@5nmAVbjQ!b8
z5x{c<@Eid=M*z<ez;guf905E>0M8M?a|G}l0X#<l&k?|L1n?XIJjXic(bgZ}IRbc&
z0G=a&=Lq0A0(g#f3ZyLy;5h<#jsTt`faeI{IRbc&0G=a&=Lq0A0(idKW0R(x0-hs)
z=Lq0A0(g!9o+E(g2;eyac#Z&`BY@`!;5h<#jsTt`faeI{IRbc&0G_Y*S){3Fz;guf
z905E>0M8M?a|G}l0X#<l&k?|L1n?XIJVyY}5x{c<@Eq%0OIuff=Lq0A0(g!9o+E(g
z2;eyac#Z&`BY@`!;5h<#jsTt`faeI{IRbc&0G=a&=Lq0A0(g!9o+E(g2;eyac#Z&`
zBY@`!;5h<#zS<|6=G+22M*z<ez;hJv90fc_0nbsua}@9#1w2Oq&#?~VG_j$8=P2Mg
z*3q1HUBGh`@Eip^M*+`Kz;hJve03<|pT`IVJVyb~QNVK)@Eip^M*+`Kz;hJv90feb
zI_lHL0eFrAo}+;0DBw8?c#Z;|qk!iq;5iC-jsl*efafUSISP1=0-mFQ=P2Mg3V4nJ
zo}+;0DBw8?c#Z;|qk!iq;5iC-jsl*efah47r)@8Q=P2Mg3V4nU0HNI;;5iC-jsl*e
zfafUSISP1=0-mFQ=P2Mg3V4nJo}+;0DBw8?c#aK>p{*;xa}@9#8$biBOM72}0-mpq
z4WhZ$0iL6P=P2Mg3V4nJo}+;0DBw8?c#Z;|qk!iq;5iC-jsl*efafUSISP1=0-mFQ
z=P2Mg3Gkc*c#aK*qB(A>W6u6OmL$M)65u%r@SFsAP69l~rU{_kFW@-|@EjXr53CEs
z0eDUVJSPF3lK{_2fafH@b8OxN+VTOOlK{_2fafH@a}wY=3Gkc*c#aK#1Ih;+55V))
zF>y5Q1@N2%cuoR5Cjp+50MA#)ztQd&hy(DP1b9vYJYOAWNV5;Xb8Kb@ARn!R*q}ln
z9}oxNISKHb1bB|kq(Qq6z;hDdISKHb1b9vYJSPF3lK{_2fafH@a}wY=3Gkc*cuoR5
zCjp+50MAK)=On;$65u%r@SFsAzB*Qwrd<J^lK{`LDNTTNfp!IWP6D3KvFTQ5w+DDm
z0z4-Ho|6F2Nr2}hz;hDdISKHb1b9vYJSPF3lK{_2fafH@a}wY=3Gkc*cuoR5#|976
z);-`k8StD8cuod9Cj*{i^Xky-mkfAL20SMNo|6I3$$;l%z;iO-IT`Sr3_PEc0nf>R
z=VZWhGT=EG@SF^IP6j+*9rOL?IZXyUCj*|70nf>R=VZY1)%gHu_e<NZ$iVYCHh&WB
zx`5|oz;iO-IT`Sr40uikJSPL5W78x7<)gh`kpa)ifaheub28vL8StD8JfD*R&&j~^
zIT`Sr40uikJSPL5lL61kfaheub28vL8SosNSc<mp0nf>R=VZWhGT=EG@SF^IP6j+D
z1D=xs&&h!2WWaMW;5ixaoD6tQ20SMNo|6I3$$;l%;Q5>kcuod9Cj*|70nf>R=VZWh
zGT=EG@SF^IP6j+D1D=xs&&h!2WWaMW;5ixaoD6tQ20SMNo|6I3$$;l%z;iO-IR)^X
z0(edVJf{GjQvlB?faesza|+-&1@N2#cuoO4rvRQ)0M99a=M=zm3g9^f@SFm8P60fp
z0G?9-&nbZC*qnki*F*~7IR)^X0(edVJf{GjQ-J4l3gG$bd^~^N3s3;hDS+n`z;g=V
zIR)^X0(edVJf{GjQ-J4l3g9^f@SFm8P60fp0G?9-&sXOQqNzW?a|+-&1@N2#cuoO4
zrvRQ)0M99a=M=zm3g9^f@SFm8P60f}<|F!}Ua(P0m=*t=rwAJ@gjx2_G^~|kM*We7
zbu<5SU94qb`}iXt)+O+dIgYS_^{b!r|05qZuzt1w)t_mr-}U~HhV9~y?O_8qSNj<L
zBOjKA{#j-$ZS^y}f9Labr`kJNyKiE~rUw0cLQum0_AH=(P4h{0_xx)%GHfg<i7dT|
zdCwkIZM99z|C*u<OZoqza8gIzt-Y~XTUX2Ud!AHXPiO4qYOVcQZmfd~h4Oc~nVGT5
zU!86it4L-kWmgwZYZp%sL97)C>M%>GySsXw68!y+uAr2PwYR;cwT`+HvlRB~xI5Lw
z;}q51+Qrh3`S<j!f`8>_mX~Li(zLd+rz*Mn3SyJkV*g?H{gN1w*w^clnB*qRQb$);
z^c2Ke;p%>LtUX-4+%2s=e(y^SE5%<6*aO{P8PxECm}<ZCsu8fMX8&HqCa=ZX-Rc(9
z5G>f=i>rG->h5Z(Ywd~cT<WNb8dg?oUr#})L(WuNYo)*cRsQ?mLs)56SJCx!_p<c-
zt5_a_(pW@P3lBjl-G7C46kB&SBQ|C4YHeZHexTa0tN;Hm>J1gdOj<4J|0|V6_@63k
z^}zhAi79${+PS(5ig<ZgyYItV95(y0r@gC-3O2E>poq$TY|;R%-yt>y0ye7$9xo=1
z7nYV5{#U-$^{^)DjXz~&BWdaCjHPS3TK!L}VvWJd%hH-=-TxfS-{&qfK@k6Y8bNIQ
z@#-`R|Gw0$E@0!7SG&FZI}JPhxW6-F-Aw=Mjeni{zfY$_Dp(8rpXV1AlvTyX*kWWT
zVvmc8N{A||g7qs<#$$tCl!!_MqN=p~>M8S|iH%nq`0C02`$Wdho_|k%j5XuGCP&5&
d$?9Cm|G5UN9%&EHzpq`)ScurDtiP^Y{}-G9Ij8^t

literal 0
HcmV?d00001


From 18d6268049588471af3b5004c682121869ea3411 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Fri, 13 May 2016 20:34:43 -0400
Subject: [PATCH 096/364] adds a real-life Hebrew example; more RTL work, to
 order TextChunks in a cell taking into account directionality (not just
 x-axis position)

adjust test cases' spacing/weird chars; also some small bugfixes
---
 .../java/technology/tabula/Rectangle.java     |   6 +-
 .../java/technology/tabula/TextChunk.java     |  88 ++++++++++++--
 .../java/technology/tabula/TextElement.java   |  30 +----
 .../extractors/BasicExtractionAlgorithm.java  |   1 -
 .../technology/tabula/TestBasicExtractor.java |  41 ++++---
 .../tabula/TestSpreadsheetExtractor.java      |   2 +-
 .../java/technology/tabula/TestWriters.java   |   2 +-
 ...andLineApp_testGuessOption_no_guessing.csv | 112 +++++++++---------
 ...dLineApp_testGuessOption_with_guessing.csv |  80 ++++++-------
 .../technology/tabula/csv/indictb1h_14.csv    |  36 ++++++
 .../csv/spreadsheet_no_bounding_frame.csv     |   4 +-
 .../technology/tabula/indictb1h_14.pdf        | Bin 0 -> 25665 bytes
 .../argentina_diputados_voting_record.json    |   2 +-
 .../technology/tabula/json/twotables.json     |   2 +-
 14 files changed, 250 insertions(+), 156 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/csv/indictb1h_14.csv
 create mode 100644 src/test/resources/technology/tabula/indictb1h_14.pdf

diff --git a/src/main/java/technology/tabula/Rectangle.java b/src/main/java/technology/tabula/Rectangle.java
index 4dc75298..41b79374 100644
--- a/src/main/java/technology/tabula/Rectangle.java
+++ b/src/main/java/technology/tabula/Rectangle.java
@@ -7,7 +7,7 @@
 @SuppressWarnings("serial")
 public class Rectangle extends Rectangle2D.Float implements Comparable<Rectangle> {
 
-    private static final float VERTICAL_COMPARISON_THRESHOLD = 0.4f;
+    protected static final float VERTICAL_COMPARISON_THRESHOLD = 0.4f;
 
     public Rectangle() {
         super();
@@ -35,6 +35,10 @@ public int compareTo(Rectangle other) {
        return rv;
     }
 
+    // I'm bad at Java and need this for fancy sorting in technology.tabula.TextChunk.
+    public int isLtrDominant(){
+        return 0;
+    }
 
 
     public float getArea() {
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index 36235a04..a4c47b3d 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -28,14 +28,6 @@ public TextChunk(List<TextElement> textElements) {
         }
     }
 
-    // used for "normalizing" RTL languages.
-    // TEMPORARY TODO REMOVE etc.
-    public void reverseTextElements(){
-        Collections.reverse(this.textElements);
-    }
-
-
-
     private enum DirectionalityOptions {
         LTR, NONE, RTL
     }
@@ -133,6 +125,61 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
         return new TextChunk(everything);
     }
 
+    @Override
+    /*
+        We're comparing based on ordering in the logical ordering of text here. 
+        Assuming identical Y-axis positions, if TextChunk A has a lower X-axis 
+        than TextChunk B, then A is "before" it -- iff this is LTR text. Otherwise, 
+        it is A is after B.
+    */
+    public int compareTo(Rectangle other) {
+        double thisBottom = this.getBottom();
+        double otherBottom = other.getBottom();
+        int rv;
+
+       if (this.equals(other)) return 0;
+
+       if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
+            rv = java.lang.Double.compare(this.getX(), other.getX());
+
+            // reverse the ordering if both TextChunks are RTL
+            if(this.isLtrDominant() == -1 && other.isLtrDominant() == -1){ 
+                rv = -1 * rv;
+            }
+       }
+       else {
+           rv = java.lang.Double.compare(thisBottom, otherBottom);
+       }
+       return rv;
+    }
+
+    public int isLtrDominant(){
+        int ltrCnt = 0;
+        int rtlCnt = 0;
+        for (int i = 0; i < this.getTextElements().size(); i++)
+        {
+            String elementText = this.getTextElements().get(i).getText();
+            for (int j=0; j<elementText.length();j++){
+                byte dir = Character.getDirectionality( elementText.charAt(j) );
+                if ((dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT ) ||
+                        (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_EMBEDDING) ||
+                        (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_OVERRIDE ))
+                {
+                    ltrCnt++;
+                }
+                else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT ) ||
+                        (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_ARABIC) ||
+                        (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_EMBEDDING) ||
+                        (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_OVERRIDE ))
+                {
+                    rtlCnt++;
+                }
+            }
+        }
+        return java.lang.Integer.compare(ltrCnt, rtlCnt); // 1 is LTR, 0 is neutral, -1 is RTL
+    }
+
+
 
     public TextChunk merge(TextChunk other) {
         super.merge(other);
@@ -163,7 +210,7 @@ public String getText() {
         for (TextElement te: this.textElements) {
             sb.append(te.getText());
         }
-        return Normalizer.normalize(sb.toString(), Normalizer.Form.NFKC);
+        return Normalizer.normalize(sb.toString(), Normalizer.Form.NFKC).trim();
     }
     
     @Override
@@ -285,11 +332,28 @@ public boolean equals(Object obj) {
 	}
 
 	public static boolean allSameChar(List<TextChunk> textChunks) {
-        char first = textChunks.get(0).getText().charAt(0);
+        /* the previous, far more elegant version of this method failed when there was an empty TextChunk in textChunks.
+         * so I rewrote it in an ugly way. but it works!
+         * it would be good for this to get rewritten eventually
+         * the purpose is basically just to return true iff there are 2+ TextChunks and they're identical.
+         * -Jeremy 5/13/2016
+         */
+
+        if(textChunks.size() == 1) return false;
+        boolean hasHadAtLeastOneNonEmptyTextChunk = false;
+        char first = '\u0000';
         for (TextChunk tc: textChunks) {
-            if (!tc.isSameChar(first)) return false;
+            if (tc.getText().length() == 0) {
+                continue;
+            }
+            if (first == '\u0000'){
+                first = tc.getText().charAt(0);
+            }else{
+                hasHadAtLeastOneNonEmptyTextChunk = true;
+                if (!tc.isSameChar(first)) return false;
+            }
         }
-        return true;
+        return hasHadAtLeastOneNonEmptyTextChunk;
     }
     
     public static List<Line> groupByLines(List<TextChunk> textChunks) {
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index e6054f90..34b1b14d 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -261,37 +261,15 @@ else if (lastWordSpacing < 0) {
         List<TextChunk> textChunksSeparatedByDirectionality = new ArrayList<TextChunk>();
         // count up characters by directionality
         for (TextChunk chunk : textChunks) {
-            int ltrCnt = 0;
-            int rtlCnt = 0;
-            for (int i = 0; i < chunk.getTextElements().size(); i++)
-            {
-                String elementText = chunk.getTextElements().get(i).getText();
-                for (int j=0; j<elementText.length();j++){
-                    byte dir = Character.getDirectionality( elementText.charAt(j) );
-                    if ((dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT ) ||
-                            (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_EMBEDDING) ||
-                            (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_OVERRIDE ))
-                    {
-                        ltrCnt++;
-                    }
-                    else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT ) ||
-                            (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_ARABIC) ||
-                            (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_EMBEDDING) ||
-                            (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_OVERRIDE ))
-                    {
-                        rtlCnt++;
-                    }
-                }
-            }
             // choose the dominant direction
-            boolean isRtlDominant = rtlCnt > ltrCnt;
-            boolean hasRtl = rtlCnt > 0;
-            TextChunk dirChunk = chunk.groupByDirectionality(!isRtlDominant);
+            // System.out.println("beforegrouping: '" + chunk.getText() + "'");
+            boolean isLtrDominant = chunk.isLtrDominant() != -1; // treat neutral as LTR
+            TextChunk dirChunk = chunk.groupByDirectionality(isLtrDominant);
             textChunksSeparatedByDirectionality.add( dirChunk );
         }
         // System.out.println("after grouping");
         // for(TextChunk q : textChunksSeparatedByDirectionality){
-        //     System.out.println("'" + q.getText() + "'");
+        //     System.out.println("after grouping: '" + q.getText() + "'");
         // }
         return textChunksSeparatedByDirectionality;
     }
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index 91e52a97..5b83f0ed 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -78,7 +78,6 @@ public int compare(TextChunk o1, TextChunk o2) {
 			});
             
             for (TextChunk tc: elements) {
-
                 if (tc.isSameChar(Line.WHITE_SPACE_CHARS)) {
                     continue;
                 }
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index 66ae980b..32cbde9d 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -1821,7 +1821,7 @@ public void testVerticalRulingsPreventMergingOfColumns() throws IOException {
         List<RectangularTextContainer> sixthRow = table.getRows().get(5);
 
         assertTrue(sixthRow.get(0).getText().equals("VALSANGIACOMO BLANC"));
-        assertTrue(sixthRow.get(1).getText().equals("OFERNANDO JORGE "));
+        assertTrue(sixthRow.get(1).getText().equals("OFERNANDO JORGE"));
     }
 
     @Test
@@ -1862,7 +1862,7 @@ public void testCheckSqueezeDoesntBreak() throws IOException {
         List<List<RectangularTextContainer>> rows = table.getRows();
         List<RectangularTextContainer> firstRow = rows.get(0);
         List<RectangularTextContainer> lastRow = rows.get(rows.size() - 1);
-        assertTrue(firstRow.get(0).getText().equals("Violent crime  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  . "));
+        assertTrue(firstRow.get(0).getText().equals("Violent crime  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  ."));
         assertTrue(lastRow.get(lastRow.size() - 1).getText().equals("(X)"));
     }
 
@@ -1882,7 +1882,7 @@ public void testNaturalOrderOfRectangles() throws IOException {
         //Column headers
         assertEquals("Project", cells.get(0).getText());
         assertEquals("Agency", cells.get(1).getText());
-        assertEquals(" Institution", cells.get(2).getText());
+        assertEquals("Institution", cells.get(2).getText());
 
         //First row
         assertEquals("Nanotechnology and its publics", cells.get(3).getText());
@@ -1890,20 +1890,20 @@ public void testNaturalOrderOfRectangles() throws IOException {
         assertEquals("Pennsylvania State Universit", cells.get(5).getText());
         
         //Second row
-        assertEquals("Public information and deliberation in nanoscience and ", cells.get(6).getText());
-        assertEquals("North Carolina State ", cells.get(7).getText());
+        assertEquals("Public information and deliberation in nanoscience and", cells.get(6).getText());
+        assertEquals("North Carolina State", cells.get(7).getText());
         assertEquals("Interagency", cells.get(8).getText());
         assertEquals("nanotechnology policy (SGER)", cells.get(9).getText());
         assertEquals("University", cells.get(10).getText());
 
         //Third row
-        assertEquals("Social and ethical research and education in agrifood ", cells.get(11).getText());
+        assertEquals("Social and ethical research and education in agrifood", cells.get(11).getText());
         assertEquals("NSF", cells.get(12).getText());
         assertEquals("Michigan State University", cells.get(13).getText());
         assertEquals("nanotechnology (NIRT)", cells.get(14).getText());
         
         //Fourth row
-        assertEquals("From laboratory to society: developing an informed ", cells.get(15).getText());
+        assertEquals("From laboratory to society: developing an informed", cells.get(15).getText());
         assertEquals("NSF", cells.get(16).getText());
         assertEquals("University of South Carolina", cells.get(17).getText());
         assertEquals("approach to nanoscale science and engineering (NIRT)", cells.get(18).getText());
@@ -1919,23 +1919,23 @@ public void testNaturalOrderOfRectangles() throws IOException {
         assertEquals("University of Virginia", cells.get(24).getText());
         
         //Seventh row
-        assertEquals("Undergraduate exploration of nanoscience, ", cells.get(25).getText());
-        assertEquals("Michigan Technological ", cells.get(26).getText());
+        assertEquals("Undergraduate exploration of nanoscience,", cells.get(25).getText());
+        assertEquals("Michigan Technological", cells.get(26).getText());
         assertEquals("NSF", cells.get(27).getText());
         assertEquals("applications and societal implications (NUE)", cells.get(28).getText());
         assertEquals("University", cells.get(29).getText());
         
         //Eighth row
-        assertEquals("Ethics and belief inside the development of ", cells.get(30).getText());
+        assertEquals("Ethics and belief inside the development of", cells.get(30).getText());
         assertEquals("NSF", cells.get(31).getText());
         assertEquals("University of Virginia", cells.get(32).getText());
         assertEquals("nanotechnology (CAREER)", cells.get(33).getText());
         
         //Ninth row
-        assertEquals("All centers, NNIN and NCN have a societal ", cells.get(34).getText());
-        assertEquals("NSF, DOE, ", cells.get(35).getText());
-        assertEquals("All nanotechnology centers ", cells.get(36).getText());
-        assertEquals("implications components ", cells.get(37).getText());
+        assertEquals("All centers, NNIN and NCN have a societal", cells.get(34).getText());
+        assertEquals("NSF, DOE,", cells.get(35).getText());
+        assertEquals("All nanotechnology centers", cells.get(36).getText());
+        assertEquals("implications components", cells.get(37).getText());
         assertEquals("DOD, and NIH", cells.get(38).getText());
         assertEquals("and networks", cells.get(39).getText());
           
@@ -1958,4 +1958,17 @@ public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
 
     }
 
+    @Test
+    public void testRealLifeRTL2() throws IOException {
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/indictb1h_14.csv");
+        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/indictb1h_14.pdf", 1,
+                        205.0f, 120.0f, 622.82f, 459.9f);
+        BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
+        Table table = bea.extract(page).get(0);
+
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, table);
+        assertEquals(expectedCsv, sb.toString());
+    }
+
 }
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index a1ca6432..2633b05e 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -337,7 +337,7 @@ public void testNaturalOrderOfRectanglesDoesNotBreakContract() throws IOExceptio
         (new CSVWriter()).write(sb, tables.get(0));
         
         String result = sb.toString();
-        String expected = "Project,Agency,Institution\r\nNanotechnology and its publics,NSF,Pennsylvania State University\r\n\"Public information and deliberation in nanoscience and \rnanotechnology policy (SGER)\",Interagency,\"North Carolina State \rUniversity\"\r\n\"Social and ethical research and education in agrifood \rnanotechnology (NIRT)\",NSF,Michigan State University\r\n\"From laboratory to society: developing an informed \rapproach to nanoscale science and engineering (NIRT)\",NSF,University of South Carolina\r\nDatabase and innovation timeline for nanotechnology,NSF,UCLA\r\nSocial and ethical dimensions of nanotechnology,NSF,University of Virginia\r\n\"Undergraduate exploration of nanoscience, \rapplications and societal implications (NUE)\",NSF,\"Michigan Technological \rUniversity\"\r\n\"Ethics and belief inside the development of \rnanotechnology (CAREER)\",NSF,University of Virginia\r\n\"All centers, NNIN and NCN have a societal \rimplications components\",\"NSF, DOE, \rDOD, and NIH\",\"All nanotechnology centers \rand networks\"\r\n";
+        String expected = "Project,Agency,Institution\r\nNanotechnology and its publics,NSF,Pennsylvania State University\r\n\"Public information and deliberation in nanoscience and\rnanotechnology policy (SGER)\",Interagency,\"North Carolina State\rUniversity\"\r\n\"Social and ethical research and education in agrifood\rnanotechnology (NIRT)\",NSF,Michigan State University\r\n\"From laboratory to society: developing an informed\rapproach to nanoscale science and engineering (NIRT)\",NSF,University of South Carolina\r\nDatabase and innovation timeline for nanotechnology,NSF,UCLA\r\nSocial and ethical dimensions of nanotechnology,NSF,University of Virginia\r\n\"Undergraduate exploration of nanoscience,\rapplications and societal implications (NUE)\",NSF,\"Michigan Technological\rUniversity\"\r\n\"Ethics and belief inside the development of\rnanotechnology (CAREER)\",NSF,University of Virginia\r\n\"All centers, NNIN and NCN have a societal\rimplications components\",\"NSF, DOE,\rDOD, and NIH\",\"All nanotechnology centers\rand networks\"\r\n";
         
         assertEquals(expected, result);
     }
diff --git a/src/test/java/technology/tabula/TestWriters.java b/src/test/java/technology/tabula/TestWriters.java
index e9bbdfbf..c60b8991 100644
--- a/src/test/java/technology/tabula/TestWriters.java
+++ b/src/test/java/technology/tabula/TestWriters.java
@@ -15,7 +15,7 @@
 
 public class TestWriters {
     
-    private static final String EXPECTED_CSV_WRITER_OUTPUT = "\"ABDALA de MATARAZZO, Norma Amanda \",\"Frente Cívico por Santiago \",\"Santiago del Estero \",AFIRMATIVO";
+    private static final String EXPECTED_CSV_WRITER_OUTPUT = "\"ABDALA de MATARAZZO, Norma Amanda\",Frente Cívico por Santiago,Santiago del Estero,AFIRMATIVO";
     private Table getTable() throws IOException {
         Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/argentina_diputados_voting_record.pdf", 269.875f, 12.75f, 790.5f, 561f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
diff --git a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
index 6a4de7e6..cd546d5a 100644
--- a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
+++ b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
@@ -1,65 +1,65 @@
-"E-PRTR pollutants and their thresholds "
+"E-PRTR pollutants and their thresholds"
 ""
-"A facility has to report data under E-PRTR if it fulfils the following criteria:  "
-"• the facility falls under at least one of the 65 E-PRTR economic activities. The "
-"activities are also reported using a statistical classification of economic activities "
-"(NACE rev 2)  "
-"• the facility has a capacity exceeding at least one of the E-PRTR capacity "
-"thresholds  "
-"• the facility releases pollutants or transfers waste off-site which exceed specific "
-"thresholds set out in Article 5 of the E-PRTR Regulation. These thresholds for "
-"releases of pollutants are specified for each media - air, water and land - in Annex "
-"II of the E-PRTR Regulation. "
+"A facility has to report data under E-PRTR if it fulfils the following criteria:"
+"• the facility falls under at least one of the 65 E-PRTR economic activities. The"
+"activities are also reported using a statistical classification of economic activities"
+"(NACE rev 2)"
+"• the facility has a capacity exceeding at least one of the E-PRTR capacity"
+"thresholds"
+"• the facility releases pollutants or transfers waste off-site which exceed specific"
+"thresholds set out in Article 5 of the E-PRTR Regulation. These thresholds for"
+"releases of pollutants are specified for each media - air, water and land - in Annex"
+"II of the E-PRTR Regulation."
 ""
-"In the following tables you will find the 91 E-PRTR pollutants and their thresholds broken "
-"down by the 7 groups used in all the searches of the E-PRTR website. "
+"In the following tables you will find the 91 E-PRTR pollutants and their thresholds broken"
+"down by the 7 groups used in all the searches of the E-PRTR website."
 ""
 ""
-"Greenhouse gases "
+"Greenhouse gases"
 ""
-"THRESHOLD FOR RELEASES "
-"to air to water to land "
-"kg/year kg/year kg/year "
-"Carbon dioxide (CO2) 100 million - - "
-"Hydro-fluorocarbons (HFCs) 100 - - "
-"Methane (CH4) 100 000 - - "
-"Nitrous oxide (N2O) 10 000 - - "
-"Perfluorocarbons (PFCs) 100 - - "
-"Sulphur hexafluoride (SF6) 50 - - "
+"THRESHOLD FOR RELEASES"
+"to air to water to land"
+"kg/year kg/year kg/year"
+"Carbon dioxide (CO2) 100 million - -"
+"Hydro-fluorocarbons (HFCs) 100 - -"
+"Methane (CH4) 100 000 - -"
+"Nitrous oxide (N2O) 10 000 - -"
+"Perfluorocarbons (PFCs) 100 - -"
+"Sulphur hexafluoride (SF6) 50 - -"
 ""
-"Other gases "
+"Other gases"
 ""
-"THRESHOLD FOR RELEASES "
-"to air to water to land "
-"kg/year kg/year kg/year "
-"Ammonia (NH3) 10 000 - - "
-"Carbon monoxide (CO) 500 000 - - "
-"Chlorine and inorganic compounds "
-"(as HCl) "
-"10 000 - - "
-"Chlorofluorocarbons (CFCs) 1 - - "
-"Flourine and inorganic compounds "
-"(as HF) "
-"5 000 - - "
-"Halons 1 - - "
-"Hydrochlorofluorocarbons (HCFCs) 1 - - "
-"Hydrogen Cyanide (HCN) 200 - - "
-"Nitrogen oxides (NOx/NO2) 100 000 - - "
-"Non-methane volatile organic "
-"compounds (NMVOC) "
-"100 000 - - "
-"Sulphur oxides (SOx/SO2) 150 000 - - "
+"THRESHOLD FOR RELEASES"
+"to air to water to land"
+"kg/year kg/year kg/year"
+"Ammonia (NH3) 10 000 - -"
+"Carbon monoxide (CO) 500 000 - -"
+"Chlorine and inorganic compounds"
+"(as HCl)"
+"10 000 - -"
+"Chlorofluorocarbons (CFCs) 1 - -"
+"Flourine and inorganic compounds"
+"(as HF)"
+"5 000 - -"
+"Halons 1 - -"
+"Hydrochlorofluorocarbons (HCFCs) 1 - -"
+"Hydrogen Cyanide (HCN) 200 - -"
+"Nitrogen oxides (NOx/NO2) 100 000 - -"
+"Non-methane volatile organic"
+"compounds (NMVOC)"
+"100 000 - -"
+"Sulphur oxides (SOx/SO2) 150 000 - -"
 ""
-"Heavy metals "
+"Heavy metals"
 ""
-"THRESHOLD FOR RELEASES "
-"to air to water to land "
-"kg/year kg/year kg/year "
-"Arsenic and compounds (as As) 20 5 5 "
-"Cadmium and compounds (as Cd) 10 5 5 "
-"Chromium and compounds (as Cr) 100 50 50 "
-"Copper and compounds (as Cu) 100 50 50 "
-"Lead and compounds (as Pb) 200 20 20 "
-"Mercury and compounds (as Hg) 10 1 1 "
-"Nickel and compounds (as Ni) 50 20 20 "
-"Zinc and compounds (as Zn) 200 100 100 "
+"THRESHOLD FOR RELEASES"
+"to air to water to land"
+"kg/year kg/year kg/year"
+"Arsenic and compounds (as As) 20 5 5"
+"Cadmium and compounds (as Cd) 10 5 5"
+"Chromium and compounds (as Cr) 100 50 50"
+"Copper and compounds (as Cu) 100 50 50"
+"Lead and compounds (as Pb) 200 20 20"
+"Mercury and compounds (as Hg) 10 1 1"
+"Nickel and compounds (as Ni) 50 20 20"
+"Zinc and compounds (as Zn) 200 100 100"
diff --git a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
index 91365b03..40a51d00 100644
--- a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
+++ b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
@@ -1,40 +1,40 @@
-"",,"THRESHOLD FOR RELEASES ",
-"","to air ","to water ","to land "
-"","kg/year ","kg/year ","kg/year "
-"Carbon dioxide (CO2) ","100 million ","- ","- "
-"Hydro-fluorocarbons (HFCs) ","100 ","- ","- "
-"Methane (CH4) ","100 000 ","- ","- "
-"Nitrous oxide (N2O) ","10 000 ","- ","- "
-"Perfluorocarbons (PFCs) ","100 ","- ","- "
-"Sulphur hexafluoride (SF6) ","50 ","- ","- "
-"","THRESHOLD FOR RELEASES "
-"","to air to water to land "
-"","kg/year kg/year kg/year "
-"Ammonia (NH3) ","10 000 - - "
-"Carbon monoxide (CO) ","500 000 - - "
-"Chlorine and inorganic compounds ",
-"(as HCl) ",
-"","10 000 - - "
-"Chlorofluorocarbons (CFCs) ","1 - - "
-"Flourine and inorganic compounds ",
-"(as HF) ",
-"","5 000 - - "
-"Halons ","1 - - "
-"Hydrochlorofluorocarbons (HCFCs) ","1 - - "
-"Hydrogen Cyanide (HCN) ","200 - - "
-"Nitrogen oxides (NOx/NO2) ","100 000 - - "
-"Non-methane volatile organic ",
-"compounds (NMVOC) ",
-"","100 000 - - "
-"Sulphur oxides (SOx/SO2) ","150 000 - - "
-"","THRESHOLD FOR RELEASES "
-"","to air to water to land "
-"","kg/year kg/year kg/year "
-"Arsenic and compounds (as As) ","20 5 5 "
-"Cadmium and compounds (as Cd) ","10 5 5 "
-"Chromium and compounds (as Cr) ","100 50 50 "
-"Copper and compounds (as Cu) ","100 50 50 "
-"Lead and compounds (as Pb) ","200 20 20 "
-"Mercury and compounds (as Hg) ","10 1 1 "
-"Nickel and compounds (as Ni) ","50 20 20 "
-"Zinc and compounds (as Zn) ","200 100 100 "
+"",,"THRESHOLD FOR RELEASES",
+"","to air","to water","to land"
+"","kg/year","kg/year","kg/year"
+"Carbon dioxide (CO2)","100 million","-","-"
+"Hydro-fluorocarbons (HFCs)","100","-","-"
+"Methane (CH4)","100 000","-","-"
+"Nitrous oxide (N2O)","10 000","-","-"
+"Perfluorocarbons (PFCs)","100","-","-"
+"Sulphur hexafluoride (SF6)","50","-","-"
+"","THRESHOLD FOR RELEASES"
+"","to air to water to land"
+"","kg/year kg/year kg/year"
+"Ammonia (NH3)","10 000 - -"
+"Carbon monoxide (CO)","500 000 - -"
+"Chlorine and inorganic compounds",
+"(as HCl)",
+"","10 000 - -"
+"Chlorofluorocarbons (CFCs)","1 - -"
+"Flourine and inorganic compounds",
+"(as HF)",
+"","5 000 - -"
+"Halons","1 - -"
+"Hydrochlorofluorocarbons (HCFCs)","1 - -"
+"Hydrogen Cyanide (HCN)","200 - -"
+"Nitrogen oxides (NOx/NO2)","100 000 - -"
+"Non-methane volatile organic",
+"compounds (NMVOC)",
+"","100 000 - -"
+"Sulphur oxides (SOx/SO2)","150 000 - -"
+"","THRESHOLD FOR RELEASES"
+"","to air to water to land"
+"","kg/year kg/year kg/year"
+"Arsenic and compounds (as As)","20 5 5"
+"Cadmium and compounds (as Cd)","10 5 5"
+"Chromium and compounds (as Cr)","100 50 50"
+"Copper and compounds (as Cu)","100 50 50"
+"Lead and compounds (as Pb)","200 20 20"
+"Mercury and compounds (as Hg)","10 1 1"
+"Nickel and compounds (as Ni)","50 20 20"
+"Zinc and compounds (as Zn)","200 100 100"
diff --git a/src/test/resources/technology/tabula/csv/indictb1h_14.csv b/src/test/resources/technology/tabula/csv/indictb1h_14.csv
new file mode 100644
index 00000000..e18fdc49
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/indictb1h_14.csv
@@ -0,0 +1,36 @@
+2014,2013,2012,2011,2010,2009,
+,,,,,,תוצר מקומי גולמי
+2.6,3.2,3.0,4.2,5.8,1.9,סך הכל
+0.7,1.3,1.1,2.3,3.8,0.1,סך הכל - לנפש
+2.5,3.4,2.9,4.5,6.8,1.5,הסקטור העסקי
+0.3,3.2,2.9,0.0,12.0,-4.3,תעשייה )ללא יהלומים(
+-1.7,1.3,6.8,11.6,11.2,3.4,בינוי
+2.2,2.4,2.9,5.8,7.9,-2.5,שימושים במקורות
+,,,,,,צריכה
+,,,,,,ההוצאה לצריכה ציבורית:
+3.8,3.5,3.6,2.7,2.8,2.9,סך הכל
+2.5,3.1,3.8,3.6,2.9,4.8,אזרחית
+7.8,4.7,3.0,0.1,2.8,-1.7,ביטחונית
+8.6,2.3,1.4,1.9,0.4,1.8,הוצאה מקומית לביטחון
+3.4,6.8,11.5,6.4,13.3,-20.6,יבוא ביטחוני
+,,,,,,ההוצאה לצריכה פרטית לנפש:
+1.8,1.4,1.2,1.0,2.7,0.4,סך הכל
+1.4,1.4,1.5,0.8,2.0,1.2,למעט מוצרים בני-קיימא
+7.0,1.9,-2.0,3.8,9.3,-6.3,מוצרים בני-קיימא
+1.6,1.4,1.3,1.2,2.5,0.8,ההוצאה לצריכה אינדיבידואלית 1)( לנפש
+3.4,2.0,1.5,-0.1,0.5,-0.4,ההוצאה לצריכה קולקטיבית לנפש
+1.8,1.5,1.4,1.0,2.2,0.6,סך כל ההוצאה לצריכה סופית לנפש(2)
+,,,,,,ההשקעה בנכסים קבועים
+-2.7,1.1,3.2,14.5,10.2,-2.6,סך הכל
+-1.2,1.2,8.6,12.1,13.0,8.0,בתי מגורים: סך הכל
+-2.4,0.0,8.5,11.3,13.7,8.6,בנייה פרטית למגורים
+14.8,19.1,9.4,25.6,2.5,0.0,בנייה ציבורית למגורים
+-3.4,1.1,0.9,15.6,9.1,-6.3,ענפי המשק : סך הכל
+-8.1,12.1,-1.7,7.7,5.7,1.0,בניינים שלא למגורים
+-8.7,4.0,13.6,13.9,9.5,-5.1,עבודות בנייה אחרות
+3.2,-12.1,-3.1,41.8,5.3,-20.0,מכונות וציוד
+-2.4,16.3,-20.2,-2.0,27.6,-6.8,כלי תחבורה יבשתיים
+0.6,1.5,0.9,6.5,15.1,-11.9,יצוא סחורות ושירותים
+,,,,,,יבוא סחורות ושירותים
+0.9,-0.1,2.5,10.7,15.1,-13.8,סך הכל
+0.9,-0.3,2.2,10.8,15.1,-13.6,ללא יבוא ביטחוני
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv b/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
index 4548433a..b5e1fd0b 100644
--- a/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
+++ b/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
@@ -1,8 +1,8 @@
 "",HARVEST,VARIATION,,,
 "","11/12
 (a)",12/13,Percentage,Absolute,
-"",,"May/2013     
-(b)","Jun/2013      
+"",,"May/2013
+(b)","Jun/2013
 (c)",(c/a),(c-a)
 COTTON,"1.393,4","886,7","894,9","(35,8)","( 498,5)"
 TOTAL PEANUT,"93,9","100,6","100,2","6,7","6,3"
diff --git a/src/test/resources/technology/tabula/indictb1h_14.pdf b/src/test/resources/technology/tabula/indictb1h_14.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..8850058bb54884ccea526eddb60c396ad15c5675
GIT binary patch
literal 25665
zcmb@tbyQqSvj>{s3>E@`009Pf8DMbt;O_1OcXxMpcXtaO+&vHo?(Xi7obTN4o-6CV
z_s3g%)=YO*SMRFbzp9?<sUeXO6s7^uG66^ij-qk_U?4rvO79zhlao%u(9+o61jzhG
zk)snfHMcjk1=0zd>)IO%8tPja7;<w1?Cfm~bu9qS>BpMlQD2%+0||v1g?+DWKkhOQ
znqm)5x}$4z!wizJKqG8rj}5sH1S8JBzDDa!*w?kRvThxXk4GNWAn!QV-IIG>8^m00
zssRdqF+Ae{R=w0pt~-@cm(;KzyYCz9%qE4aydHKBw5dYqyfmP7r@fvr>z|&BuCpwa
zR$o5xeAKG4s_qB|IWKl9mVA9*?WhJoI!u!;i^5s9NI(O;V`jiqq~&j#MXgSfsWPjs
z?B}*`FSV>H#ZYX(E7Oye%)~1f3$3Y}gQvJ&wR-U-Mlhp;>$`!1+z;??h_Dr@Aj|kP
z#d^%rdC&-~XPL6hEX-|?T^Or7f3D*Au|so|b}Mi>Oh{65oaR-|e0Z|cS#L&?JLh;?
zJE?rK#+HaEn5M;nD+EV>3K%%4w>&sPAP(<e=bv|9pa{V47iD*wVza7lbwL5fqtGAo
z4G})1^L|<MHgQ6@3bDlTzY^<@IBX;pCDVXFzr^cgV4!^8BEz=>kTL5r5{(8BD9e}!
zV7bR{oaZU(v9fQInSvxm!$J;2(Lr;hh-@VR^#XRb#Gp!O+L7?yQ0+cr%@0!Qc^^FI
zh>Yq}n|1@j1g;&5tn1&84vGDKWO}Zd>ES(Nc&;i6HAotY;*~jatJ5ejg-)P4lVKDm
z|KtN)0F)xZ$&D91aaMF(Gh=UY8*uwk1&%fe71~a}hk#DUAfWy5{*J!e7PV<v32<tD
z1;`o?+LYOXEvU0^?zTn|AcOW7xENI0Lj5U&VRkXN130m~7#!CjSN*)fBqJ+P=<a%u
zG)Is}0`N`5gnvTiwXpR1Q9{6A01=7C$Ck%JhbGe=Qyeh7CrD{B6Fja=#BSw<-TDG>
z>(|9Wcp?wgG^2?>+IK@$X_RASC6<$HwXD!fIVD)o;UnGj=U1#NmUPGv2ARmZ=7h^?
zrN#&qDoQf`kexANH@9T5V>Nj{ZSeIDd%(NhWg8BC)!u|q1U(d;SkQ?37+uXk4EjkJ
zQVK{d_@&en&D{iYd+{d|d5}M_9bNIAZ4Ct2-F-14HVgG>KDp5{ofh|=zD9#kEQEfg
zb^N_rkSFLvI+5HsH}?ao<@W<``vo7bAW}?)E_%^KXzWJ9pEL*qN^s)w((Q>QTxAv?
zT{CT==ms1tlUPKv$5!a&=HZ2clgENdcZ5A(JL<gm!UI7N<;~uGD<LiZTppqphq6D<
zPorcP8=-u2eCeFw_c)0(Ge|EYFasLL@B_5kVwyX7$&lWo6}Jkvv90KSdH$;4IC$I*
z&1iRA|LON0v-Gv0nt-XB5BTb)6p~INb)IoNs^F7Htx4B7Y;@^{239?4x_OOSIBUHB
z=9XRq(9XB+M@oK(Q24u3fm%euapnz)Olzo@+Pd%6p7b^)w-L2*+lg%Bx7y};UDruA
z5xBYX9{i+_l_nwECcPr@7w==r&53Kh!HFwQ^T~A{8amE5;7X?tN(%v@yz=rKzY1aM
zYzd{{SyHReSoXEZFcl2YwSMQdlDIk_`Hpfbb2jlg#}oQ{`z?%ktc;4sQt_jYqf^eS
zh4;<o7ilYzKQOrmxP%9=+`s$9*JCh_vOlBHo|Ync#b{q2)kCNhXjtt6)8MC~0HzM)
z@OH>4-o<<PQZ9KSV$X#!l#bu;C%kRI*v~rjoOU#4P;<YCOws{h&1%AZfSMoSN62Z5
zoIVVyyBH7R3|d>I@vVaA<EGv;`yLB6PKM{D^<SIj-_nF!-FqKoa3436MOVoPc41Zc
z801&1=&SfK*z`<v^5IhHmHNjwF4wbGXapgwMiDb`;@D%3OxcfK$DMIw62t{^QW^<T
zcVw)4j`7zDNULglamO7&jkzoE0IGR@NH1_TyTF^-2e#077iQa&AEC)0dCe9&&l9;k
zFw^vBP`UnKx#R0z)R@D4zc*6y#Z*>(k0ns(^xhj{qOmf9%EQ*4Y|Dju_S_mEkbA$0
zy^v5X*7Zo^?}?@^<orX@2d&}<GcN%C{#xle-R35`=j#pcDWL=Ww_1lM=v)}w`s!fa
zFAbgc5xVJ8TDLJ;=tj?n#L>>EIFv3BiajE~C<jw<PY(;_%OK%(8Me*nHziadZ(%8G
zRp5fW0k_bl6>RCV*{S6zXDvv@g;`V?7bN6OMA;V8i4=JUb$sI%(S=B8^@x5NCy}bC
zGN#8}9Ti9Hbr@1p=I}$4W?=PsBn#o=4;eD{3^JDlpFGqD1WRJaHYFx<GxOpfHLMll
zpr`Xkry!@uRAZpS+I#BL#@t>QcK4JZ^K15$sk>#|DdqGDVbtVw`2)mNx*tQsdyCTD
ztP`+EQf!(JJ<&PROnUjyel9E5Dd#y!7|n6|W$XEl``Ni4h)y3N?}bZembkVK!Hb*L
zvKqlBFp(bp!eOC=A1@)Aqd0Bx@~dpE`?e8fleW-|mj;wy;sEiPVBs`u&q{M58N<v3
z(ISgnB5%J3VVpDgHcj^SJ!kTvU2=Xmp`!Th<`V7^idoQ2(PJAIUL_JXXU#cmeDo2O
z9;pZuy*jeHIJ@$Tn^fer@Vr}}-BG(!OX>L+P5HtIkb?sJ*OXWa`R$^Ti!?@U-Zk<=
zyo^U%D=4$R&tpIHp95?ZDmK49A!@{Ghoum&zzYl>^ZOa0dE(3CH6cq1mpIsP_(-=g
zQ9NGC(C#175|Te}-4TV_Gc|G&a*#B-G9e#7*%P+@vJ(Uxra?i9qw%iZEbX-O#IuSM
z6((qXO*PHbAD<axtIsFIz(wX?{60E=Jxo7$6SJ5{nnLHADXcwy&Ji!HJ+?G`B>e3>
z8a+;ULfm)^mwKJVBMk_vAi^LKe5vC&2OjqPkX0;~bDkVjxfW+~uQ!e4C!L9f9wzOH
zpY<gc5CD+e2{^nxp!ix@JX)|pYL6}jhV2aII&;&Y^1(>1hwaf;;?EP0c^pYpzJEe0
zEq2aCPv2yf3p)R)E2;luFs5(DFNkd#FUD0ra!piwb5Ph1|G0}jXK*2RrtV8BM{Y}_
zs^5*Ibr=UeEzPwrLQfOa7#WM2hUL-2w0Ok^q(@al7m1c->LsZT0CDdsp};|37WWh@
zwTk!RB)EJ-`k~oynaJ-HE#PH0Z8m5&iYlVTF2Z|uKQl|33eEoW>(lDXg#AV1tDUmT
z(<M(?XN8x^cZ6c%A_aWr(fUr#`7H~2vfLKu<{J}{?aJB{Io`#(>mcSrPIK8I@9GqF
zh3(@AVf=KKW<oPr#cg1gXtq?Q=$fmTZ0M7mX8P%1-Mt`bQPQO+96Yu$>U`qn>PbuW
z`d(7Ttci<A=N?omsqXOzgQ)At3@CEokn#5XM0A7J?_xHs@m&`&xx<-fs4jlY1Rmji
z;S-WkN8;|U&${$BVzJoNw0vBbO(mSC8veaAh=c?yRPuq6XsmKLGu2&+I9Wkc0$(P=
ze|_c(YH|7H-+Tj??f%6DFNu6E0vs`7gnq`5b6m;pM+@T*Z&TYYe#gQHW{Z>`jo@=P
zGmadOU<<KXv>dM+;xFgYp0kQu9HaFi;~ton#e)7laNg!|uU6NdYNTkTsw+UhSEg8T
zrqx7r5rY%#PF~1@NIiC0QgWmP7W|C7g}?`pl#Au6wBzB@?Y70e&bTD?*gwN<pgZlo
ze@YS9K>ZT>Y)s%}_;N{ZgW1=uNNdGS9pUhzaI%qqT&}v3G?(5>PIi1s0;6m3f(IIa
z_n(%`u~<a^Cfq8b^ITGBfMjOr6@FKbWNb6z8P3g3*7R|V2t)ebRxsm&HS(rV-PS)E
z{rlVwrSZ6_feKgeu**sn?)&1*WujkJXAB_=k3UIXwQX3S6{@n*HJi6x)=}+;0|=m+
zS<dZze-Z-+3Jeu#Ik&2SKk=H)Z2Gc4t?jN?@|P-Ig2PVP>v0K>7@*?$Fu!>+u7R-h
zP9G7{;;-|A-1%P7Jhisn*!LH_o<0f%cP?7^J#9$NP*#QwP~#1$Q&(uQal59sF&KsG
zC2o(==G*kv1a9D3N?heRm+{0U*sxG2wbXY~6rf<vx58(fSWHW>t##j`;b|FuV+@Qw
zLEw}317?Y-agx0L_+UPY5gPfSWLfy>$*PYnH))ejkcVy_e8p3gFPpyQ7AFjZGbafP
z$q9(RMArRsHe(rvJ&gS;?Nt>1^!;;sez?r1YzF=}t0C|xPPXBC`|g<FOfl^7R&M<9
z@<+q^qHglF%Vm4|CcISKm$SaEbb2)3%>&81Xg%;MPlxI|C4@{#BnpGyF|rCBLwK;8
zZ++kHoyjn9blK%zeLjp|h&sW`XNt_p(ipy)n7CO#CK*!1);Mfih+HiQNa8!a`{w-n
zF$d#bhoO3Alt;h<&WKL^NIH*xp?ntFBW<U+8jivw=)3pcey`{(Bro?jZjYnMv^5hR
zy4DJj+CVssQEL-83!OAigNh2GS_K!y*g>Jfrmk2a^&RjEJiWh)i6}7}8abt%SISQ}
zS**{+g~08nZ?^-g(;@k7%hm_ijW}7cEr)!ixv2uC<;&RG1z{%E!W*<@Nnb@t{Q+p(
zstTD3>7#8>MOrz(snTgB`3*u?{O1yfxt7<CQi!_T!zP5)j>oLGF=-y`sk{|}2&&Qu
zR+}syFZ12xdsVqkPQKee(s^>61Pav~<)8Y=3CP;dC)~EuRIle$wgq{h9v@!cy+olM
z7BZ1nP1DeCW<NX;r<<{h+;T3I@AW5Z^}yD10Sz!q*q7gh^gkvJ>3uqEy`n<h6kWMC
zVz|pZbc@5595)al^JDNP{Up~01ccGTx!f^PU|L7gi#mj4TeW(O?uXLkT_$VqPPGr}
zllCdA2qw+xLW`No>C4>Kuq)w4;*`Z8=@&o}8@!elRbT3eZ@v`L5k?Wap-yuHYvEiv
zCAi5WX4rkxqM#;;lCGQ6i#4oo_Az17wIRD<pBrABR6apCT1>tEZl4rB$tubMY-bX|
zf8Qnl?ClX5KFZyM3X87u`NRA(N>8pA6VCoiKrH36iqw(%^m`nL2ffw4jlRi&i@pw&
zhmD?tS1YN<d_zlvzw_6()}NgBPp13llaYm)8Spoa=|A&f1s7{WIvHJKLpn)A15;go
zD`%iO{Tmz11_rV+F=ztl<gD!9vST3q+bCN@OM4*WpVaw{Y-nfYV5@Iv_m))4*jnk!
z8``VWy`|kiIt4>#`!_jZtGB_Re~o_2s_6vY`fu`fz(3iz9N>-gw>E!<{3|<ulYLVM
z_?JF*Kss?#13REP;E%R)08QZA3=V&${D&y$-=cp@3h3JFnp+wF#}t3-Drso1Yw*Sa
zf>{6Cz5mkh@1p@Z768j1Hk}+R;IDCXav*vD=+D!5qk%vG(4X7M{iou8M*l6#uWM)c
z$6z{9Lvu$%dsBT~8h$HtgTJ);>q!9U<Q??v|2*tJCW8KR63~Av(A#tT*LlQ0k0bu$
zyn=z5ft&l^2NRkxAj=+lL?NdvewOO}Kq&|)jcF2ru-s#4gBWB^K@4=`y<@6Sn;_(g
zvpON4Ec1z^U*hS?zdW}{+=mVd*=!RZF9!LR$bYdhPjY1TJk&oRvSg*+JnhWfN`F*F
z9yEA4v6}Ymmg)4K^$*z2bdNsTR7{osHD#Jw95eXp+0{kaZ^{8M0OFUJNW;_?cSQSq
zQE)N<=21?gohSxfv?wREANU}~^IeO=geqSf0R0X`VHnC_7-YUFOTb)6DGu`DDUvbB
z)FY9vC*-;^##_rkiWRAK`#}FB&GCmsn4fjA@SB?2M{bO1JsVWrP{UNj%t1)bdpc&I
z`C6uta}T`&j>!0fp8tyUKWp~imqSHFR#;GkiqF<m*PQyV75TGDf`)ebwx-thR<=O4
zzgAblO3~8v&+!lNujP>Y=eh}-+S=I*nCRL9L39$j|IuWlQ#LiQH?dO(GO#cLnHlMU
zOl-`5wVA*yK=2z4%m4y{K@33VKW!FfAoCl1SU}*nPo}rAZ#*VO0P`FE7+L@Dn1Ntc
z#y79|H%e?B4F4eIA3*s7#Q$#Jzv1>zjsHEze?!_o@cMrsjg9r6NQ>q8gEZd1k#_&?
zeUkmqWUh(Zd)0ghlo+G|EZ4_SgXx?e#xrX88^-0#@v2>h%A9AF!YdN9LH%_h%NdWa
zA7Prq3w*fGlIMaJz?z#&^+iprUazAc4`7B)PR}Wi$&QYY?^2j*mUfa2LbeIVY7Y03
z8NqUQt8$&^Xab&=(6-TNipN8IcnaEsd@IG4gM5*tq9{-bO<UP-z}w26U*KXR&p7b;
zVzBsSh;N|;c`N&>G~`QsJ7t_-cqu<}ZG{m#zwxkQPQMTAf!*6XbSNor1SHB&sA3x(
zpIXI=xA$@@XfQH$v_-=k*H-Bd<tbNf^9Q6`TJL4tp^SaYgl?d{HU>r6GX%39?y<_&
zDP2mDs&s(ZB?2Ex4*&l|<6ptzzb}`hu$rWt+`r)XS6KK565pWmC(!%@ivNm6e^Bsu
z2>D;3$N>H~6q%SAflSOGATvD!5KPbZ20JDoGaJ(z)R=*cU`8MV(;GCwZ^516jrYd?
ztIzf)*s}qc>E9svCeO_D23IBqAQQ{m7&f*ycryHJ96c+Lk&W&Dgy<h<`rG7xYyF=V
z{$+%eu7x4p|L&FiZ<~)g6Oab<c2{N=@E>Q<{1Xd}?SM=GIzBu7KfBKx@og*7wH7rr
zH8%OX`{x#acz+}TbYI_g08@QFOJno5P3z5}><ulHfFODhfKJlX&d$`*_%Fu=vVh;1
ze}ciAD;P2W-<<Nl#P+}Xf7|juodxiBTm}IdK&%Y({}H8G!HoZOo?~}6X9c0g)6&xA
z_EwJP`3&P-A*UJQE+!BGR5wwqlqfH$NVs>Zcgk01a#l*dk1`_fWnmC0S-FKpL~<j&
zb8BbD@_Ga|=r_+nfJk=VOZrHZNsvfC-xcLPcjs^1592mF9J?#0tzHFGW>vox50x9f
zRVbSMI;rycjLK$00$<wcENnx8l~t1QU4!}dcj8>{bAa~dG|0&`?Q}6jx-IM>EBL3X
za-)_*#rFKkx?p0BV4+iG%T7NP+68w#+YIKYRm$!9u`0?3&C+a}Q3xhtI%)hsZlv2D
z42?y{o*(X?S8o=;VLOe)Cle^BhC)>q%{kx-VO79A1KXYh&98C%=uX_E^f@8%-yd%o
zdE%cdeoa_CKcaAp1wBa+-kwUfQVe8|#pi9wBg;PZ%%H1(ewDfTI?h9)*9?z+=f98T
z8iZub9a?Qg?$=?IVooec642pW&?w8ZEM3ABho>{d6h6H#mpY6-2(>SDW9@GGgx2Ei
zDI7K6RHJxaG}W1@m0y+9rHwAU&4hH3H0}N%=q?y>t{ojPC-YG<d!IT(Z4ZT9n?J~H
zpW8Ka`O7PIUEwrkxH6xj!Y3~R&rra=l%d~#wFB(3fLk&fH%mu!;H1pKTGt)^#;Ghf
zcpB{r(H>BXx6OYs6J-kK8f54TD_)lF%>7(<NeUXO*G`S2%{w%~a+sXC0*D)37xolx
zo@ez&#iq!au-dDMW>rre5x(T>MM;Nuir1B-X?43A?#micrAgN5C!A~ddr6wshb_!&
z-T0RLw0C-~I3L)Uh{1gb_ZKSE&1AF3Y3HSzS=~qIAnfp^&Bsc<Z=z1RSK+39fz2FB
zy4>E7WXCVF@NGP<kFj?)U^&k5s2;;FN#fQkp-y}D9@D+8ru&{Tu?gGPqu1&zt~)GW
z?c{x-lgI2D>o|S72WB6X_}u9~TUWL~cw=`XJ~!g<g7qp^L*7KOO8H#)q+)fncvpXy
zw3S2sz|s<;^rKN)#=mjq@QT@k?=?G4LSKIY;^y;=D&1qa`n`-N$Z8wqjO@NnFZH`f
zTXwioX#ze~6~$?)=Qp*Y#^M_JG`-vY%!qc>)lXiKHJiP6_e@wA?Vn`NiI0m|Ko6)7
zjL(YwDE(PKjB4=p5=qQyTBEo|JV#b^vh)%R;&a>~s=CU<?yjq6C_U*qQR?so*?L#E
zy>`4dwE=OTDf@%_Hb6OH#jM2KN=zi$Y}!~Q8s(#M8)p(FrlF>RreUUK`@ae|cL0~1
zc4ha;En@A<7p*VdFP**QjljYI!eC7V!hKSe4O!POHl4WK&d?YhxY)PT@XiEb_p0x&
z@CHch*d0+@(>1$x>J-h99<kh_xkmAfCv>4zAeD36qLt6F+5#qan=Zjmv>mvHEM6(E
zKKMHxlbixjf->Rg@_p1Gb&Vi!eaQBPqsk55c|9xn3c5%iXbQH<kX#_%ahr6Tz_6}X
z)1~Lis?bapkL8%<I(daYgCT>#&MuK{K*PM_cU#|+@@#pe?BOiO&!(SVDr&08RQ@~M
z?1w#!HLyWvMJ}bazSlVfNfcY%!+vKyh)1DbG6lh1bW#f_%hS$<v4k-@(YcVT{Wp^)
zH|lD-I}oah`vvrmXs3$EX9#;1bE6CiV;k%<R7=w8F%isX?d~XLg~x5a+Wq*bz1({0
zdqlmDNcQ-TAa#CqReYQYOWkdA==Q#uK14?j#a{efKwWLg5i1{Li(-lhPrlc^?q+la
zPY72jYkXQvR_@h1&IiQyfy`X1WQrH8+B9C~Z+wZ(Xy+ZN26JZJ-0D8h$svfg5%)j~
zV<Uqn+e^W1Qg*4=Aa2mHu%IGQ99{&C0-hpwaMD0nbx-w(3Bt`XM5-_DC2Fn#{>k?8
zr}=&6tysCE1J_ic%RLN(cDD`Jr<gm7bDYhvJw=^PU7~rGax@M?fFN|ce{E)DwZnXn
z{L3}_>jD{bl<S`Sj;>2N`eV*S{m=TYt9sMceU}-totWyI<12c?hpJ#B93}dsm2ByK
zDkC2&22-d6zSWw^cAv`i2t9mBJ=LF~TpV9q+FW%=#Oa4ARZdZlc0J~C24cu6vv>FD
zH>n}1Qp4_PJ{KW7zM$r_bon*az^UyJm|;$@R$G$cj4aY?!x3?Lm(N0Gya?j={I(IO
zLLEc^A2Ebqf6|n?r0@A$YOHzoLkc@+RE@|J)(u4;Td^+ZNcjg?KZu<osXv8VCtbL=
zuy5cZKo36?WK-|7v7aD`S=~3;9pG>!kKLLqJWwbQ#F8Rof8!<)7IgP?hh0PMh}147
z-9<)VSfVC?UYd$kn(oZk=YPK0pBP1pqsU&HfA^G&+SPp-h`F_kgn)Sc*d}0WS6j!x
zg|%;5LNR1HwrxKjXRZ|XjhVui5nC1~dFg28GR=X6$9g?L=z@FFH!!gdJJkU{l{AYg
z?=ck#wAvg?AgXn*O)T(s5{~t?@Sd_b*Tlbyd2L3!4E`?He2xUEcvTV2<Z9nT_?a-T
zqpO%h=JxUZ*{mzZ&pZ3Mqq12tI?YMhMGe38mRR#Rh`61_P+^%Q8u(e_pI70$W|$+%
zgW-UQV%*ifp$%_2SEcMir3u8JqDb~J%8LxrRh{`cjiigGR@B%zbzkiu?d$;xhn3j`
z{Bhx?_Lsz(;KFm7__7>_j!IN6Tqj|0>dcq=34~Fz=3G8Znh0BDrw^BNdsr+Ud-o?8
zeq_?$RO}qB8uyB?sjr3>BO}4w?Ypsob#BiWzvqKN-rFv5X&j{b2OPS+Em+*6{mLxN
zd*<N6tD%HJMUpud9vLe2)T*2PIbH`HzJb{>Ye}UbsTr%Qpt@TA<#Vm!(rbrNbGW<f
z;UivsaY-p<N(YHfP%PGkVdkPdQ?9rj8RFu$J(9vvWF6Jz#1$4;Kx6KpFsp_-4ja0V
z5NN-ufzM<Lrz5GqZTO;+ZZW`*m?aDo&y9koTC7e6b~4#CZ0$WP<fK_Uyo>$t-lt<?
z+`<&g1hi|a9a}!k%7*rBk4N*DA76X5OkglOJa<4OTEyd&5K*G=eKK#^4y50GF<zsE
z=@)Ip%g5*GuESh{R6iV#Z4#sqH~g_7Wcgy&`Ql5Xg&DgRvSYc0x(oXWEN8oSF>M)J
zIXse0TUqyZru!5P2>plD&)W7A(pSI6;C^Z{lyxaDPI2liwxsMXkvt4!?&B2iQ^a8l
zGUFGYo9kW?l2@@3QCndjwZsPT)S>>owD-wo!cMlTtpsZ)e`o&v^x_p7Qkq!DJ9TFh
z!Z7bt{hsFfyvy#CEZxp4((wlQy+?w(7K@#dNYHV5$B-y5E^ZuT#}MuqF3r^4Fx&eq
zjJ>^`wELaNx!*f8$PxWcRU>m`s|&$G)H<7}<>{rZ5a!1ungorG{pEp{ZP@p7<K}R7
z{bXQe7DprjZ2^`@N`kzEEYk!hZWj>;L?65zj6AAV96D*L2(3O7`jcH@EG&z}8H?~8
zVV7J<#@}ZYg!^s|dgj=Y(|c)F9nD`E)yCP#j$>#d7o0nk*A~qCa}@IQI2S}Kf(M2K
z+st-`DTAB?8+|52%20m7e?<Q{A*di?N)E_O|8{2WT3yev;x~LJE9^GqQ9yMYTH&k^
z$$vR_R#59=Myw$J?MxQ!W1Dk+S5Kl~Q>xlQ#V|zq=iVW(OzY=*yn57ne1kxK^?fdx
zFT}kV=g!Wxm_(c*J{pQ88(*pE{15rw=-JP4DkE`M_q<^c6`8>*$F>h-hzgC)5agJZ
z*d`<<ID5cB!7%G(xKKZ+Z>++8-<>r$G3MIT5+pgrsCYG=d^N&jF!OjmPa!UHqT3Y2
z2bMC~@XY$L?r#ttythGgL(#eY5ag`+-6UVPyCrx`wUo~jH(m=?Xij%nN+ZPvAL8r1
zLrlCq+mnTE(&CS2Vhy>(VnHTpQ?7DrNDxR{BM6g%4ted@dh*66yDqz~-C&n3`YS{s
z4Yhr-QDyjZv2>9M0jC7f0g4H#Z-N+7pXJKAjwD8B@bI)$LO)4=#1rTx`NFE>5+GE(
zE>~q01&7tIjZ;JV^?5F^p?=y!uR-P<;^-3<LBhJjF&eY;oKd-fQSSlyvWy`nW6fv^
zeHbP?gUUU-e)eJa=i*_SZ$ijgfcA|6LQJ}1Es!cA=+5Z;vsPc*MpDev7pn<8n<}4&
zlrQKr(h~l2y}>=IzvT@-p-q*AwXS=&MhvkCUJPuorqKn;!w2{DQ^~07LV3V`!#z`j
z<(z#l?Z8`tEQlY%F=+>D5ZWjClQMA%W>Wa4p-Mr3?xbZNgSoS5(;zzDXW>Oid4_r;
zp>nB`6teVmy<itYM`P1%?iwhY4k-OVL3QFD`4*EXa;8KE!i}Ls?>YKz2Yjt6#9!}{
zX*Fx5w|;z>rf=30WgRP1cCn#@To4cM>_+)Ybk1_WIK6y<G_zKPeD(|G?hqdDbUo-}
zn(wRD#Y*Xy7gU%>)K^9e!H7$)r*{eO&S;~=Xzox~Boo$xY<N)GaNN=FPO4u?tl~w8
zbS9tItBEve6Y=3-!(b^_+I+->Z+J=A+UqH!UQ;`H**<UJp6Ra9o#9~vI`EeuSNs@n
z#Me0POj6%<czC}Co+c2CJDq2+9=o{^AH`Gd=_=M*=++rb1W?#0YacC-WNoTbAmmO2
zUe-;vki_zg9{%<_|GYA=*xkIcMTz4T4z5P~aM0WOj+Nwcpl91Q8fm?q+lpoN2a7-F
zc21j&tVtaC5ETXG0<pVG2cdSeRa}+WrW28m`PO`=J8tFn)@CrC3|zg>Dyq`(b*X3h
z*UGRNF%6CgHO9&cVWiW7{EU4r%b%3@-&#KRg8FSI0h3~r70$3rKdd00q3jv=F!BnJ
zej=*{nok1+sXkQj)?)`N0o8m=pmS&6+I3BS#JO0(M!-}b6Xp+NyiAZ&h=O%K(GSd!
zQ|7<}pJLctykJ*ISrkF857)duae`g{5LrGD0Qq_Sz2UHeKm4nSC<ynb2`LL92>*eE
zH~w?*N1&KD`TN{n-uQQK#1Nme_v>$G)czB^ciw+Bje+ienpkj1e_dm|CjYu%_!*yO
zkYj_jfUZ7!(7C^OuOOxn1nEAs!{lQAA>P;0+7ur&d4GY}`Tz_<93<dHes2pGEdcYU
z`;LvN`ii;d^B3K^FZB@hABk(Ye%!oUgfx%xIR<r?;S$%dfB18?_)PxmLh?s`yDWk1
zK6_BPXu(pDQ}BXhA2N9Dv4f?EtQYw{o_C@Qzc!fNRg`!68q;VGjWgZ>9!A$j_N%+B
za%lZlCDIUI(9{gi(u$YXM#xv!K2NM!Y&BF@H!Ue9M50@R_C&IUvLmuBvY&yo#kf%I
zu%VYzIXR)??JCQ~mh!h{g%;nchBbG>#&E_KM<2%uEq1gRZxs#gf?`Bs)J)oKG<^<t
zft-TY6-?g}+7K@j2__<iDK-rWoU%?Y`5mjHkLe5+0SgcON`~9=$$AFt_z9c1OC#9)
zH%}oeJ=qsez9EAWPNz@QJvig|n-R6`@QzyKa4%TJ2=(yw00m@9=ubWuyjpn`A1;t`
zav%jxpg(y(0khJ5r)O;ZB^=fHmzTPjg**>|W$8satk!Pb&?Guj)?Ix%t=-UeZHh{b
zae%Fo;A8LIMqeugHy**;I`|uj`BqqS@p*NaIdoc9d~?U|YhbGcKTR<$A%0`zGc1*+
zt(l&c5uoGOc{e;2dW~qh0tApOp6i4@(iMU8%DZnWdWF369PiCd<~gLq)Qfr9GgC?i
zWhS6vH3YLKcbCigbaRNUvTn6bjlExy0)?EvoC|%b_H&VSR2|$|R=*<mFKb(;Op715
z%rWymj6FTG9B%D-r0>^r;b=#3nYdliL~qExr`_`i0twBx0#3u!1t?Y$Rz6y(PX(=z
ztl&GVx6QOmx|pE2Rh^wAe3K(GTT^#(Jp`>OloQe&WyE5F71EE|r*JMXoCof2#2%;T
zd%tfBxfMVcGl3rA=9}p0DD|JFFUakJ0JED1Fb<7s6;d*g2Qm)9sbz&~u{5cDrZwv3
z7-4<pveZlbi9b!+SkU87QA><A9lFa0%k+MNX{*x1e<6-jr+f0ch8Ax+FqW!jtS}}W
z?A%?&F+#{1^&BQs$c$ZWv6rT)RzxAq3C-Tww{xl#m0j22w0v%DMXg}h4ok{NL6XHt
zk}Rv+zQxlFS6WS2mJBzn>?o^=;oKLe;z}4oTizu7<vvm1vWES1vdPw(TE-*8lE>%8
z-Xu$xkl<{opW#{dq?Di5`aQ3)FpY!6%zRHtt+~vx#avm<44dF4hak|zkv|+j?3Y}S
z>Mn<PpRX3$B?8~<{)1pQ3DK4rb{og`o;ir1h@Rq?!@RQk%=RS~gNtAgQc91DeIg<u
z%zSF)le+-rnm&?TC>Y8;P;VCt(xv?a#RWDY;x4;BkdBdbCae=}2<HQqhp<6CC`o5^
z$Qg~Hq(^!rA2~?k?Dd?nlYNkoXfX*tTAK+B`)$`R_1Zxk)A=gF&b^~@`xtVScbjD*
zrIq(0@!r)<$1|dXQ)crJ+hxtI1!eFg#wV4QU52AB=aARLQ_|VM#K0oEpb#XdIwj*U
zuHlrPQkJvf22&R82OeyuEbAz06?0S`ZZ6%@P_(TamMH)!AM<0~UL$E@lv<|S3;BvT
z$0C82(vPjmrGBZA4SSztuH8~ktW<nh<p0_wyo^^ohYMU#R8UkPX|0|xNRszVW1ZYq
z<?hOAPqV<<o1Q#ER+urJiA67+5z&?_dNdyW7M+tDq}H)&EWS0ccO!G$js3LVF$RpU
zBQYJi_59s&I<vCUA*l7+PdxbGsvFDUAz3^-q*SkTCsnvU!>dISF0W$bTSY{_+a#9%
z$8t$2GBZ95e`o>bHiwe7nWYlj`_f5_p<x=$dKBriPr$Z;bHjDL&Fd7pFvPLAQ#y;7
zjVbuZUy4ILsxNY*A1GiIF4~|_n!{ukqMLF|1YC@@jAf0Ru_`!Na;93pa*Or!r9m}7
zC#5q(m0Cp5Gyjae<iZ#q0+XJ^C+JjzzWZa{Je>9$6-9XVSBt|4Yw97cI{qdIxgmk{
z`+*j+uqfU08<tntxb?jlV(fPgyZaMAj{AnFC+tCg-_1m^*+sUnlv(mB#DeIrA@H>&
zV&SrdedeJyHA&lX3Hzf0nc0rDxt)5cj=3ATFMv`(O^$$(!H=Dbr{g`)(h%(1Xk117
zqz{SiVo~nsOdlz5;yK&AZi2+jBdz+r79~$q$yGW&#jmbAhjR5r5#w%V5ic-Q5UIor
zN@E+Lu+mAlEV;O(&W7$v_TrP<32$l#1?I+Xr0;Ig&5Uelo(CSvpLdK%NCo+Y5OeH~
zt_NTA5F}+3{XXXW%KCLZTwhmHx2Y#Gsa+<v$Aozi%TC1QHd1KlFwVs`zO$K8UmvD!
zajdpRRkOslA+1wt|MyUzM_y>!M`||xFLN3`JWl=J!G)K8W|sF62j#^w8EQg8Nh#8)
zA?17Fw<opi!~Q6k&J{KW@L)}pAQmu<(dfiz=>Z)+W1+^~Lh^-e=QrjsSB%i(@MSQY
zY8bAxq=ng2sH9<DVRME=O_AmVaxd-L&2KcTj@K#i?Q%9|i>0!O<%btfl?H%PyA;+}
z%TzR5RmHUasN$?*P62(1g|XXBm8FIrOD9qi)!Pk^g&_xqbCb_6(KVR{4N0KH*m#4c
zFv}MXu{o(kj3`RSC`#l=s*}9o7dh3c_)5dD5>uO%Vy0J<&Q@w3dIg%#jKf9W`|P+@
zZ!RcMj#_q#OrtovA*k=e=sI*VcbW5_7hYYC)c2imx(~%nlBMVZ#RgJ&9Bjg7^>Hm}
zq$!=G8l=9aZnX8(_M4)0ABds$W!B7zO(cvLj5plCrZXdOPN1AJl$99OeVfaD`bFSY
z;Lx6+UZK&TvNl?Id~ui3f)lo>v1-^bs18e<$1yZIY7_)L8y%;BG>&LmVpw`mbGj~T
zdzM5lz_CDvx%e}Qv+{e%Dwh;3-bz4{co-E`J%EYs1gELr#dFd=>;^|A2i`~&i?Ni6
zi-x98Tjx87&8l8Ex~ORR?BeB6Z-7*r%TexV51J~)*m2Q0YD4nmezRmgfh?}7#Skoh
z*~V;@gT)c0)MfRnn^H=wa75t5W>{g{aN8m%mtDoSHl*3<lGfmRW_6#QE1p?hmkpvC
znwOhMX=s6&Es~{Yuv~SZ?4<hPDI@x6S-hHf5cs~+PO&65GcjnnL<5K8rn~BNA@!kG
z`(>Ou>~UZqvK9^YWWt@tX&FaW{S{T~T~vk7VxvwG;6j<Ct6VcU*CIHr3F#9nsbYQH
zGrqhbNnuyEx%d$m$>|~wL@Y1W^eT45s-+EsQ3B3{5u+koHS(j=;g4>bVpUK&j@gf_
z94`{z2#hQx+&po!q9O|A{>bI4-tEcT0L;hEwph%H#c2Bj@7#MUPm3}Tm75#y?h-BS
zjaO$!pYh>h)un4lc^E!sr-HCNOhaH`TS0rmL(YwE>Bf|=n&$yj1@&zHx5S@Qh3BQ+
zxz=#GswesOc!k7EzmMm3VVM(CP74iQ9yL?urANm_PspPjbL;C>T6TL)ZwJF9V8c}9
zU0fcDr$KoWtnh~tU@D&+2k1*|yq{Sf&W_?;-EKFxJQsB;M=VZeUI2fu7ai6!k=L=T
zlg0C)<M{b!y>?TUo4N4ly2*1`oB8t^)*aS;hQ%|jc_E6ycl*^slwQaL=n*Ov6hp1L
zX#J~8CpIoBE#bN7FQqkT(W_hB-kAv=({+-g8KH12X*1P_Bhf|u;dnHRZ7NxcDhjN`
zj?^kCT&1syJF*vgSv=OpLbJVL{f86Moi7({6bQ<f;2Qi9Rvug=jNYF3;J#6X{4-H8
zwG`4iGyxOq6MB9DANUGmegVe%_#B&!)=BSWl}Wfr|C)K;XmaJu3mn~;;21%LUdL*9
zxY!q5Vy`TrVa-WGzr=t*IK4S0BL~Blz*f(-)L2)=Vd>u5_@KVZcrWR%{4MkNO0!$L
zx?HeKf^sn!;VRUYP`36#BS&DnOS~5hLpd0pk5bZ3;y9$6pmmU=UY4Vt4L(DNZXck6
zE`|w%(IoxIk;nu4gc-pHmbdwH-)}q*uT$*@9-ZN>k*e=GOz3XLTfw^P$;B_6H;&X_
zTF=6oR_C8iYhHt&H}=fNmMnUysINZEZRCpcpMa5#Z1dSV?1RBlj?+VTre(j)4=y1e
zB|i&$m<26<YgkZW@rtMy%;XuUWT@+^H7;->W_yu&MJQiuNj%T2H)ZLlJw<T*g_M*U
zMf|#h>)gogso)~h?0vMAgTtQ?w7{|BL>+WIFfV&4I|6Do^fB{!9ImHg#M47b!LM%X
z)naHjahZBi3~XOw=$l^qX04s*s2a$&TswCqA2wOKB%FxQGtV`tBBF324DrNe*oD-Z
z^Lk2tDM2n8U}__eW+q0F*V~x$LuOc<t1e^o`sj%+i_^yVXp-jz)h*-xRIBA`y!E$L
zd&J_yLUOAV_qnP$9Tm5O6|4KJ$HQg6JSDft7m*k1ndh8b2y7#oNm4WLiQx(O1XfdB
zBW;PfC^13ZsIXxiHlsT=KBa!l;p4!UCiP6Pc`B9Sj0S06#SmTGPym|fgj8$T62JUb
zAmcfUfLiEs$4bpq7j9(2Z<q+P3v(Zlla1+(K4IS<F213U;^H>-#nG?`MdzbF>b~U^
zC`AG2oz{Rp1>gh{r-e;Kbsb_7Tb+&c(VPnP<N}@{n-!GT`3DZH*5l@2&s&-Rd^g*^
z#F>e;V--yR7k+Af%e;|8omo=Lh=T&x0fTgnv<;12xs5$5KE0Ka!YtD$s&zuz@T~2l
ziAV}U)swR7-1lDWh!WbOC(<AL@n((eM<vKXTz&iVL5TW%#m7OAt^AHf%LSB?(E+N|
z6c<#l*D}1B)i(3l<X&6`lHvfi`r3SA5thuZ5(W&LT*TqJS-nl`S(Zu$-FKS?0rIoF
zE%8BQiVgs<5T1Z_xUb}JpJN(jZ9iDUdh4f@WB#kW(x^F6J4RXTTf&x0Wh8w$klDPA
z0HS1`V7pFI4=1xS_hEo&6ct(;M_ynlth<tlt)u2z&J0Y)>SAvJk~&Q>8{C=nTHfZ1
zVFJESCT<T?j<>Li(?=~`n~KV$zzqRX*q4P5j>^gfN#>bqiJ{f^JGZ6p?^H=Lg&}B$
zf^oqg_Xu}T^EyNgCMhr@IOF&_acOR{N@G`WkWVdoBAq6$ENeHRj&2MRENV~dFH3S|
z&w6}oyj(S$sW!T8a&U|di<qvQq6qY1YYMYpmoAqY=WB{`dE8kodbAQp0<9Nkc*O7P
zUU~FZMY)Xnc<5=ow*#k-bGmWjam-nWxhxhf-1;1QZz2!<^5ecXB3PIuG&DARMfokE
zL?Vu5)*4NLb@9_E?}IIOOzP$eLMz|}qS3*5piB1@X|ty^eSY_XI{Si0j@B93xz?t`
zB?5x}IHUvZ8J{k(zoOXNCc-{oIg7T*4d4hpATSfuz9ap0LR6Y6L6@Kjuo(Za^;EHb
zrICm&s*UluC3<9Ho|I8wR~VWK%{|-CRK)f;P1|Vxkn2aCRuQR*8<w#&Ua1>4uUM0(
zU&YO1D0i6gsJE)o;5<a4;wAfJwk>@ofV_-V!=7xn_B9Z3vVn+<3}J3%Y&D14K-(@=
zDDzYK9FvQZC_^T}RCL3F{a~+T;g_axvWQMxTjUy*a{6PNaLa-(&Em20BepH~RPkXn
zK6wH&8-lsQGGG#oApKGsdVFP#6z4Cb$Z!8)u};>`yj%(tL3P{t@%BRnf*9omS(UVL
zdckW1NmUr`v+1h~RZ^w78>2(Fz2mS)FVFLG(gTY1BGt&_<6Ql(Z7d$R&x|TCBRW{r
ze%r65Z4+V(+>KFW=lt>a<Yh9heWFvOE1ym&1>$FiLj*y~2Cg&dx-ZSCOn-|QRwE{M
zG5l|x?Z>buq0Jwi=8`13XV?t#A?E^D=r8DAkvu(FTTz#qoWo8R%TJ&e>eHRh4Rx1f
zCz}kbos9fRgTay21-<-DigVUV39apkMNrqPIr=8gezw78rxU@R4pC`~r|t-ts1#F^
zQ95#zIXZ;;wdeI@qjM0qX!G0-8|DRErTT*G6%AwhkJtVy8illM-UYp4$e2M~zPnhN
zGpHga|B7Vqs(mky{T!@Ffj@~I7coo{VqYpBDce2`ceJqeep$LK9+hbcy+F0FS%JyA
z<8>E*GmAL_d$z!8@tH`uFDY@fm*C+Xg);mV^-9N0yo+Tu{ovOiL->}}Da`ofD?DlH
z6!ia6Z1bmf=Ko9O$^R(8`7cE$O#lBDov<<gzto)kRSEfz3a@|sPx1e*IbmjD_;=08
zTfNyo3bu~jUEJjrf1lZnH;cQ*k+PV^79xxx<ru<$HX$#lpNwy$#>nT@#SY{jLC*Cq
zunfk)g`xzo4+1H(H@|0#ssZw|6Hy(6HDm^Cj5JW)Vbigop3zIDw>-ur)z&joZdq1u
z2X2+^9@4LyZ#j1tq*;LPq7fs0WZO<Fc+u`<os*UqPPA8Ay0~*zek>c<UHLBOMtv#m
zHSjX<PHxtB8==bWGI7%JoeO<rmG<|mL};6*da`$N9hyv?mMfS<y;bi^@7w}uy5ZG-
zEa0##1#EJMRjRw#>2<oi8|F!*O;g9jNBIpCjn`axva{U?xnUgq3XuBt>z5`A58p(S
zN&&65QYQm<<;Ioih*feY=c8Z9aqug&_c_V=hkSzkFloNjXh>S`c~gJJwg}qDjP=8|
z0<WGTBKUXC*f-IA)v&+U4Q=tVej`{+0y={f$o)jtnCBr5d3~{1>)sdYpxSsMd<|>x
z#m5ui=7zB%IGI>;WQCI22=#z>`k{6M>;8?#wuL30mxS8SZOC5*a@2pqzZHm2`s2Df
zovFW6|F#b=nCpF~5A)5V3fX4@+#Nj^s+)wn-T47}xGd)nc)k;ZkY67Of?Jsgck-+u
z&5gkjAvEF7-ssM2r1^Z_A!itD{2q5V_tvT32QA9cS1%4#SZ@G&hWtp>zQ@+VTQN01
ziN?bv!`q>ymNt#t4+SP6V5<e!gzln~doOFq^mYl5V7i?-rK#E^BdbkzQ%yj&5`whX
zK@b|MFmzp~Yq%REodqL;amiFLed_wBez<`@nDTEZ+%KxO+*~;lIp)o}ljlw7iL_64
zmjad7?P8^#3_hkvJ<b@~!?wOh{J!~t`cemU;fB-kEWbenTO5LC+=-F-$ur(nNV<2F
zJm!n@XS{&bSOd-y;e(-!ElAtY#OZ}AUDsF()J)WsxWlubb!+V3F*5^BLn08#;)W)M
z2yJmxMNY_2Vwwgywh(D@6tC1=BWd)g=EJ&8sO1A(*J;l!&++yp>e(N}u9o+1YnJAh
z>9MYLk>p;1M?c~kx@_(c5+~M(QA1*qYfO3t3S$&iEXi(T2Zm<0u%<&>+XSRy>4sRg
zI4+2wsXvZo<Nd}7OIqQz%6%(oxMEFo+T$^S6*p{8iQ29q#LydwE_E<xOng4FBhX}}
z?Twyj-cYhBdaHvezpHiDVi<D5{&BWbpzVab_rwI4x}K_-N;EM$va`-coQXlOB<DXk
ztfuC3u@Z_{MDPNVZfUY(@e0Sl52h>_z^n3E3QN8Cnv-=-nR;cmd22kNu>~=a%}8YI
zl$qe+N|NcO2<^^%vS;-0Zk$HhLy<5NHqu3A_Kq+Fn{%rVS?a2*Cbti9>yj-%JHm@g
z$Urqsst=;NcdO_&P6CfUNFfyUrEK7Aczq4E&#-SokLgGZ8p_)ebE(xJvWi6+JjMAY
z%MsP>$qJX`F$munm{9j@jgJIpdS&szd~j)=JU}Y<Q{jP0Ra!Yt>9<ImDrJ7a7B(y0
z7O+Y?k7FNNZICn;!0;(?lHk1QtD`OpvrxAzD^;7fu^Y~+dz}Gc(~Mm#yc*mj#L}fA
zv&vZw%bLIqR!qRa8WA5s$riOosA4Wg8+rK0vaTLHpWOvOE%wcf?Uf@BHghhXwt!=v
zb}?b|7Gc=?ykFTE+ja8Rm>S}*h{jWqzj~?$Idut^VBg!~qz95sQ9gwI5{D#)b;+Q`
zNHqbNLQ``36;S~_;LwiG5afCq#dr6#v)@M|0NjT&1rDNSb{7QK+gJmr`4Lo*oO(j%
zvA+wIW2_J%_{8i-)1>pBI^v9c;+$Xc(J~}`sE0IJ4w^)XuMT0|<R44%b_F4E^*T~7
zPD;ZS^My_Idj)D8S(qf0nm}QM8u@C$@;Vc-LmTyG`UmMDtUt^{(!)J>wai=G^%t#o
z>Y#B-&Iv1b*$(oL+{a6N7?|ALNS+7&7JTI|nyyeD#%#`z)Hq|Ip4ilhcmAB}&(ozq
z9%&K&jM~tO?>Zl(gRFt1y++a5joV*C^dVSFAWdI?-j?&!n4axMVN?=b1zjBww+4L|
zLCv3WB!Cq(<mSAhNS`GYQekkJ7Z!t(7LCBSr3Cqqh14}|sz}ncAxjhn5J5+rn83jv
z#ATTGn$7m<c>nx(JvMZ*d3-#zq}tBFI6b3LBK7ta-bj&V#~@DjE5l$cIlY*UPP3Cl
z1;%&@5(3+b%_huwO%pQN0c~0_k{K&_M=ZTssVvV_Sq}!)uIu#&Vn4`lIazQvG}~m7
zw_>R*V3qRn8!CgoE%@e?<}$GUOtqay_S9<bacKV5`RskgQbVx>LY!I!C+AMTkmPoQ
z;a!VSp4<UVMinA9+*l}TtME~PeEUe+*8}ogCzEgY!A5{U17gbb6B;U%B9{?XXx&6j
zEfzWrw&s>L>Yhz_B<#<m1$OOr-D|kGjd%9w<g-oi;sv^@tHSD|(vY_%V~|ly7U9M8
zMRUffyBW$Xb?l=D{BNaBD7Q2SMJo>hheZS(OG;|(Cl|Aba|$PF<>$KcGwd{NX13Sc
zWq4Xa{CCLiiAGT+7TA93R)VBT60_DUEzAnIq-Hka5n29Ol%5^;E4JM7t%3+-E+TH2
zV44!4seG0I-C>%{#H%YE^&_bKBr{3HSuN@BtUWlTR3qk%0yFXIHwDlQ^;F6*Nak;a
z$^Fb}G$D}`_ZQ<&C*by?yi2XVc+2sRQZY`Pl!7X0WdtO%TAVZ1T4VUgl6FBv*q;1Q
zS%3+F5Nc$yggNFCqB~A6Zfc`4t%`jPUZk_k=Ya%9hY&0Z^=D+~q{FXGrR%QBJV%!S
zu!w7vgh{y)G5xX+tX7jhaEN{$YF2)m2R>$hbWz8|UKhD><J9<ZE9grP3%lMwG<#kH
zW5=Kd+`A3vu1~D`vae<%u}Kx7NwpmH%T+c`-KVHEvYMdiaU_>rei$<X4sG|fmXoJL
z3pA?^auIG&T2V+_vk;p7ly~=VcG4h7moBF^#$b{w!kF9<D#lialY&wzsY`&<Nvv72
zD`Wuqt$<sg9;DmgsL_T@fj8lGCqwL*$y30>!<7hR<m`6Z{(csE{%I>E_4CK@oZ8%P
z!t!ypeb}XH?mg!rFkrmWQZ6;q&xJXLMw`mSjs~njGQzCE)KuGW#a`zny=Q>la6uk_
z{K^bJm`Fa6Uq6}p%OXrmElR_Bv3H%pvx`54wF~K3Xy~er<<douCb_WIK{x_~WkLo}
z*w6t}V_LPIwsz6wS?qZ&l6|e+52XhfVkV}?dop(T8fBI<?|dJqx9i+vQJA>B0lq=z
zIWV|9c{Fg7#Z`a@f9^~ig6s*bmL0g!h{?P3-(V3Nso)9dYqpnl?!x-g2ixN*Nd~6i
zAdWW8h)^xa0?McA+aPsCkDUt?u2JJyFXUAn;al>-??IumZtTJ<yLzC}F;g6c8qY^t
zjT0v=o#%BZ2*YP}_x2@=a=OD=xjkgzWT&jL7&8j2UMBZ6?J97262Xy>iO2^X=8<lf
zPlp^Iuu*Ra>xtU@fbVt2l)?Una2%*oXP@T63>!@>8}jMIdyHqIg%QL9?BGC9FqY-d
zaB&}uh|KxtLxB6v?nYSMxNygCyVnUoaSIoqcYRUgQXb1=BK6p8ki+@<D7MG<Q{x<G
z4jbDx8XSBP98?h;1}1Kg**)h)C!Mwi!(HYJrLW^$avKIxocU<*+L7R#D(`>~5&@1N
zSbtRVxQ~o{MvK45$efHh(7fq~;j}cDYKX$?iPi1I(XsP(f52EieB#2<&N04Csc7a9
zuPh|frQ_#-$Rn$9m*NTH*n=OpD-T0;d^7Ni2x|~<3QdK(=YrxHo%#yxj0l}*RCqpQ
zGSV8EuP{reVmhk1aSwcoNhI?CnxlM%i@HXg!+0RL;m*e=H1#qWq8qfB;o$bl-5i&)
zmt*{ho5sk(ziPI>7lobR7b_gWKI+;-4p+TGvmmg9y7P@f?I?0m{*fumO?gP?f&0xE
zxeM--CvFqC|EIPu0f)MK|9*-jg+i7TBV>y)V{C(wC9>~pmd4CrY{Sgh*X)s9A+ls^
zAzNjM$daAx`&tR1l6}eh9Z&UpdY<Qc|L=RfzxR7_U+3KCbME{8p8MPfm*e9O<#WpR
zGh9o)0X4LlXOJTGLczjE?N|o+1C?Sps&9Qca!QHvqW(qZc`3mPjbJuhE6cKw%PjY_
zy9bARU-|s!^$m@kdy}u^EC<GhN;>N|n0*Vm+o`#g%#QmgH5oPy#(cWCzx)az=3daK
zIu_?nN?Fs7q{Z4wEl)tZ9UGF)hoUI1bTDq|;xdApsZX2D(#$13IBHkj#sZ=9HeT*`
zn|phsYcR~Y<w@EuTOC^w-mm10cXeB(EA@uQow7BhrLX)plXN8c#(^Yt&u$b)yuEOI
zcg^*qR@GfwZbmP9{KBR8y&5gKsaNWxE-}uZmT;skKgAqyevEBxoqgI#TJfAEC`#|z
zyLUM*2yFFz*i(+Et2r)=*tNJf>b=QV&jsat6=sPpu;qF^C=hx~jtMKRbZ#^DjaP57
z!nraP6npQ(xV;;}UZ!u3ujQHHHtslQH@Lm$T|+P~%0+u=f0UW0A1y&dpYBtZQ|$F>
zj_WJ+81tSAnBCfXe5SHp^-WLq*0c^ogU;3|xhqF5Tor{!fF&cq#W&1v3$xBp)=LI6
z2L=z<#C_55a(q1+qfOG%1QRIZHM=CqsoLqdRt8Rd;|Wi1R9@p{^t-jGtyP?K@6k@b
zi-X>!5_Fu3Ny+7Vw3<9S4ygk-qGI2ZP4QUnAz0#7<L7;e^lS2R4w}zWP2paZoapOn
zT}by^L3>oC<o$5nKP0(W$7ZyPV!na;>c+BSRWh2y%DD+}gf+I6Wgel}vG<5<CAtGV
zZfUK=>(-5Cb30Ipq|9mBS5EWX2-w~4pk5i;KSS149ZSzKe7=|1|Dt1NMW&h9FIrJt
z)8s3Kqp2{miFUP2eFW}^0e3uZ)_FUd9xu`$Lo;Or+&8{Z(Cp6U%w*GrXKE^0-4Z!I
z9u!AzSuOR)t>uhIxW&$1O9??)dB$VM+pd4G^Q4>HB7C@6s_fQY^ZwL`Q!$Hv(8vua
zFGY|Xl#;^kk02R3sWWR|AKE6ZP4k|pW?Xxv>Z$P#nMg<0WRH{xF?bvCC|l*~R*Tug
z<m?cz`npnhAWO{r1&#U_R1Y7XyTG>cB)p}BZ^p;+s`1l3PgfC+%@AiX^&wPF(c|b?
z<_y!+*Pj_3uY|iU*RWJCmv2mJQ<`<LMw&Oh&>0MbU=AKU*64qgfp{vgQ&WFkAkQ$&
zeUmDL;K?&6pnv8&cdgH}I9$v2YN^<&C{BLB(Scz*&xb0*Cc8~OD}plR>ARasuau<w
zlZ#xX$tbL&kKf}Eh%T3jPKxU0v|yhES?JQCKY5I(sKC>&NLUbjGgeFI5Wd7Ted<Nm
zv>p9rd>U#bJmG%fI|<gA<Y+?2NQ+B-HZie7U9q*TU*{Sey~vxwWv-m^ojyYLW@#2H
zCg>GCr|b;+jZ3^1afU17%K0h(ofO&8kDR+y3Iv<g$m@mWJ_vcot#nqV%K9h*tkBbm
z*Co6C(R~s3Gq_K4VG5Jmn3>8+Xkn%ET&*$iX96c{FrC6>)sL$@t)2Z$)R4u+<JXNC
zN5x;@ZNH!OcATHIxBXD-VZ!Y{qWx-Uc+bBitvjiCwPtnOV%w*v<aNo8Mdl|DjBD8u
zrLZsQndQ3=b>w^tJHG@gNez6+CVmiHt8nU;2p(zcyU}Q$aH43smC^^R-I_`FDp;&3
zsbkMA-55V%G2beon67#Gk%Z%VG{sa~=njSR9k5WO|G>NB`G#W7q0RP|`?b5%rji!V
z+P5~>1?tK241*&foKAN!X@wt@sbc2uiJWWy3UDk`Q}HN&QF&8!X4~vchMKA>=zG~7
zE1e@>d7zS)2m1-@xI5bHRx<?={1Hzx`CX{t!IccOwCfzwH)OuX?L2koYT4KZAt?Oj
zgp5aG=ea#fpgnIg8kHAc8u#wcbga4(9JpV_dJ6&UDHksdCr<@6FP2!NLM&*6uuCnu
znUu1Dm(I^PIYH+3jZThC2Y`dh^H}ie4Xu=>w!G^6!e`-c;%*VEkygDPeTvO6F&S(X
zmg8lEHf}1Jm|xTLHF2T)3y*Tu%?+)EkIX8O7wqH3B-3HO^Vjgnx0Nzgs4i6~W#^rK
z`QUWeEv^$0Tt{^Z9_z$ieynl&1D741((sm|?ec4-6<34Kb6L$aIp@ym=;es*z$FGw
zR@&?zS+5@nsGTbqxNCa4m;zsTgja~4e>OnmQ{xk#PlmM@QzIh=QwEG8?s5AmjB1%*
z`lPML<(7BsI@-gw<;Ft}Q8sWKdQPL{L)jlJVwYuQL2B`r&GuvFpO+Q98uBp_oI1F#
zA9c=3)4Mab%PEtSj8^$GPdjA?NF;k?pJ{TdIc8--_AUX;R5@hH9C%_U>h;YBi~3Lc
zD;HG^$g_g@@}kjus)q2(rQzjQt;ADuuv{{dEcVq_$D<feZk&4D*1XnfXr`rP6|<zJ
z^dKQbY=<IedSoAAUsq%?UEj5y5n_dIFgX~R?Rvlwq@v+gH`DsfIBf2{hj+Vg*fH4a
z*XJ@S6BWgyCJDvpnkpyO){E$&r{?I^yT_k&N~JM@U8?%DRk}bE*e_nraKeb0MUpJ4
z0@`no6`aW3#*Zm{X5#ZExr2P>be5a^L*90aAS-cZ1|98FjYJBCyer3EV`KUBbm2>-
z6QeVUSDVn+JO`YTsP}>mgXDy<!OJ<`kRD9pY$cey6VA?XGJQ;o659ZiQmD}mYQDbg
zK0w~zH6Gya0h&Ijw-ex<{wRoOZ}Lekth0OvXDwzNCVHkCJt?~JX%*RSB3Hm?G0585
z!7g_B3%xS_zNXh^TEjad4L)g8gRi4o&lXV1G-64Eg;Uar2zD8U38moUNitvSx>Xj}
z-U?$<39o}%*sE2_z;F4{$>;S`<Qr*J=wMdRd&H6bY*CIzH8}&O2lXKp^t5GabMflu
zE}yy8-ktgVxl+v+M`|Xvh^J)_nfcaDYYZ9A?OGkE-3J#3IV|TII4ldPOTBm?c1(xg
zx<5ZJQ!0u2Y@11?@O=#?M#|DkGKW$FNGd#_jY2~a8mRQD=wV;LyKjYQWmdu85w<T<
zJO5zp6bnENUo0sym5h)2Hq~;g{KWa8!O+b+i52)P3+}a3eAL7_MyBn38%dO&c3~O~
z7rd*FVaajg;Bv}o$6Bw0^mVNZPD~CfCwscG^+&d+8$0F~x+aM5)h|f>XC^HQ6x)UR
zNV@zd$3E}G89y7aP0ahMnZ{`SQ4y*cnMwb4`xpa3b4C+AsKc?_9P>qn+&X(Oz0rb7
zpQ7wCP3KJ^iY{X*hxo^V1DV|1kWPmeCc4+CR5@&k!%LTZYOFaux{O{&*MH$KKDlS}
z_2l#Rm{Hdk#zyIr@eS#VM2Tuoh26RL)Sb#ldJ<@tRa9lIl7_C<=DL?$@b({hvY2|T
z*2k~4*@$+#Gs66|Y_@g)U75V^Tf~rVQLk>h{z>kLi>_Sl48A5wu?1DJ1?KXlcn&^3
ziq3~8TZXwosPcf@RROot_+A7D^yA*u%Mqqw+3afJ<l8v{RSLYe>^m)FeT?P)#h>pG
z2(~T_6A7J3D|8)`JDlAvUgB>wvqI0#-kFKJ;a{6-mRiCe1ic>7X^%oRF3diE^hEbq
z31{cL7`=$yJp+nXtGT>1Rl&RW=W47Yyzb;k>T5oqk~{Aa?d$a5Nbf}3$6|t}><PD5
z1D)hm<TQJiP0VfNf@IqT;nP|dqI*|5)`u7}3Lo{*-lZ!Zy?=8Y*|54A>Sj{XfK1}T
zeNIcOj#~D9T7z_~buHsLE9h(YZcZg*dBV>wG<IS;sTOBm>iw+>oYaBc-r7Hb%kadH
zrMOqzwoPKA!R4;`4=AidW!_h>><O3#9zd@y?S)$t5F3#~R_=>;;r6v!eEPgn3{td5
zSNX1rWoN10Sj;SS3arZYqgVg%R6&1B?15gnkw&@s%6>n&R>AmDdKz5I^bFc#e1qJ+
ze0hCr@*2fy8*g6xr(Qw%&~N%{<J|1tKHX&5%hwDrOVU*lKG#CdzOH`K^d!MLLL@<c
zFxLDWh(?{C;ba1NDZR{?W`55zda^#vNOg5)f<{v-m*fcd$4u{vVLSD~{l=!Cw6==n
zY6@&s&>X`cc|`F>^SfA!g^TUoF((~tjX;4F)%<-no#rLJi{EYL26DtZxTwAsR({cq
z+O90PH_@K%1^!f7FkeE5Nt=r3XX3!18WpC4@4xOq>Za&(i(YeAdGKI3E{i7Oh1K-4
ztXpX-rFZD%Ccd4E+F;PwY&Xjsmh7{OkeZK#Uz#b^Y#c%Dnq`hursTSyz0Wm2%Xfi!
z<DyaJ`Ljp-p%UgA??R2vyEF2!Ju#2RsBAJOBb;T{jmc!+o*)aQNgZcn)`bZd5)Rbl
z-PUGTz28K?TzN5(Iyi13joi9jl4{Ggvn^DFyi!{tZ7XmmPxU01^)e`;QX%$i=i6n`
zQ`VYH(X~A_p&Tos`caHu4IX<(d3+qJpwgSLe=AV^CPb(xORepl$`;k&2kGEIH3HH9
z%;p6b+?krtrT3HBeeLTtbbM?f4EYUD<nk}JPy}Vy3U@#hk~xGJlZNB3V8&JSlhyC)
zpZa!g@+oAKkdrrB(WooRG;A)ESQJ!wO*M>5?;^K5Gw=)RW6T<^;mLeerCV_k=4Iyn
zA4+Xi#c3HP2>j;hdNYg(EV2xC*<itGcO*qincUe6sFHM!)xGI_@|*7AYMYz3`c>p6
zAXnow>cN#g6{}==n%#|C4MSW0mj3nx%ts!y=Hik|J9}r*mgAjULL6ZSFP!@pzga3D
zU%t3K(>#|EogOi%=*EC&r#D~ID-bzoM$F0AH=D72^5Z>gdHXt<U@vETZ>CZ4u%Ped
z?}=HAaS!hDw!q2WFmdKa*l{Uk*O7HrW*X4KO4)2Xd_;T)8!P9^UtEv5o^nS7e6{?8
z#O~3g6ug;~Q1>NCe_I`fYbra>Rtm68qC|}9r?_j$XLirKqF`Jov27FQ09no{(LvEW
zp^e(T`hEJYd5(F6$DbbM<R@q)fVm^@MAihgZk#tUGBwEULnkx^K1Yb9mV`O!vZHum
zDaB#sl)igL_fw!o$NZ!#+lAf>DKsyAdY&1N>^jmET=ZUtZ#Yu+l(o#!1+yawY!BCn
zW--^jDrQ;ay~fd1g?aXG9i{mcj-*&cz7%U23QAmA&0%TW*`Dy9EZuwmv^)Fb<irbP
zd)_kZ%9MJi4zz%SVmZcQTq)GdYi1(BJKD$Dw7U)^HSE{VEHKVaEGnZTd(S;}w7i%?
zPhpiJR-~?pDx@heVB_YXFGNDU{97;*l4*C`SpVd6XFV%*3<J(rOs3=wYe>_q;jPDQ
z_p+j1HGL?I9PJjYW2zg|JC}E5T0ZjY5YhDH>|kkEwW(INedeXqW4dqibIFraPFPJL
zb9h&GvR~#4)Eb=P>q`%3i}Fh@!BKn9_7<u7``j{PlG%SlUo`3eEtaQmyK)ir@z@zu
zEXB*fWAvS8UtI6pOg>gSf@8(9Vd>4(yw@L4pu!$-xijDXgOB-Al+x9n-aZj%nqBlm
z%dkcv&($uu6?s@(IN0j^BDJR1c^EqU>C(LwcG0rvdT?aAM|932-=>N5rSvL+$2+bv
zAJxOdF5fP!ykYRV?<LN!9E1sziA~LD6N#$6zFED+&B7)_C*w(MG9dV^FKvQlEkrQ}
zPPpChTkZ(Z+v<6v9<?6hwfiMf5ize;$6xY+i=Yz;Za8|poSbF(m86vh$IMKg_V+VW
zwpvQ}KA`>EC|!b~nw2_RA)r+KxQ{fg^N6xWG{gkT7vD;3c{m&gj_>6VFig-<RfV!t
zhPj&F_Ty|CdmbomSWP|8SagK8$E@R30DHDbOz+;&CSNNTo1qWM^FxmUj}mWI(XMTW
zJLKW1YOm1w(RQ`loMh-JLw|Urc@qw&-3wVOq~w=(+g%DBQ_Yq#T(Yvy-v4Ga6jnKa
zYdST5G5sx#(Cs0t9Xw{BV?nsNL6pLtaIs`xEcubLeM0&Ge7#_hQY=dK7W2k^A-hS*
zmdYGmdD=b{v%T)ZBgTAsjWsoyHsr?xA|`Qa!L7(95nJ_Wc0gifkgf;r^sMQ-KWmX*
ztk(6BwC|ptdZWA1{A(Cump<)kY>ibzh09RUXw5>E>yUa2ZPe6S1K-8~cWU~2mi{}F
zsRu#QpID2ESE{=?1d=}Z`h73FtvF}X55`c)e2Z*EEcAY&FFZ&*SWw#O-k!p^7x|41
z#rE6>M^SyQ*pO2{fcw2Kf4W=V@qT2gdYI4U57ovXHq31YNREVH3Lka>Q9dQr7@r@l
z&XR)QvQP6hGrg9EO`Wj_cJaRT^0h}0HrETaBe)VZ8(KiUqAr4BvscdR;q&GqbC(v<
z%+nKBi?LvZnQTZr*C#&Tt+A%K7xuDia<Tk=W#z-b@#?M3=M^ho<*w9P<c{hR=-IBi
zEv8r@Xt?+@@9PL~N(Q3MOUGOqxpTE9Uve+kjT+4Gmwmp*-rPIy?k_Q3IeHl_%e3$J
zI$kix=o!XzJ?(2=uDjSX88ttqnuUb<u;UvEs<RjOqKCn5I$PXryeD5A=eg~E+r7)V
zqa0?eh^Gh{>QO7<D}B<yB|udHTa%VfGhRDw)$=aQuRc>9opNv`fLBGu?--d=M4sD1
z+9<cebG1<Zq^!aFaa__gY`#~GHp0aZ%+%S)uzpD^UbC(EbWt{Rh|`gFLz&{WZ>KJp
zAc#A5pP2j)BI>H#4x-7Pk5CKP<T{o{736$#kn%S8{#7DruOZduZP&oJyNO@fm!!N@
zwHEkfa`X3O?-)LaH-FCwzh|L#J>}L!XZ?~gGSt~@iASliI~Upea`oC}<@cPS9HBPU
zvRs9lJ6ZW_iRrz1KMnj#r>$0KuY7>sKg;fTUilr+*D1f5T28r)?CxHkd8bkJF<SxZ
zKAU;DQF+ca@ilB!7(&avM_~=(6@a*!k>kBkwD1m8$KZ4K;Mmbu>prHJLq%sq4>;M!
zmkz#1?a0Rc!FrG{uxIJ>#qtTb66rFbyB`zWVtt-<T6TAjw)&eh!tF!t<8X1hgC{v`
z^Edzcai9e%xY<-sY{4jiG>Yp%Gv>pp@M)y=&5?SDhjDnF5`s}Tll`Ouw|&S(-|rIo
ztDZY-(dDmCWl?5)6lPtNEZ&qm!&qndJ<Wr?gMRl)tzy@~XW5;MQi`LUGc{q>*CSqu
zpc@nBo3++2)Q!EPcAaG3a1+vhU3YLCOUH$uKcEQXiP`>_D<XfP2RbAt`AG`(AI=?P
z4fUV5Dj=d_!oO}+NXvRSBT@DkBFGA3gLRVO`TVk$2ZTk-@ED0|2x~YiU~IA1yzm%3
zFHL=vmpw`n%_EDTl9ojR1Y8(F52Ul8^&!zT0R#}0$Xry=Rad%50(ihZ9Gx8jZYq$6
zqk|Ix?jgf-I0X*0Nop_;=nz7*m*Fwi&;}84I0t(y5d;;I6oLpsL@tA@@c^BQI}UFT
zf(VK604DKhYq%~z!u6*?peMs)OC&nO!C-fHcOiEXAspTY4A7)Vf`y@AC{z$Y2ogM<
zh)54XCjuwn?=TRo@vmu41fj#2gits~FxD6h5fTRfbo7(j1&eb6ksKqfaIQod9#>Z^
z8jgWVKqXP)l7f;VP%A+Q1OpQk1|C7AwYUTZ;FJM=@Pz(!=lqv2fAa?n01ia}htfb3
z4$zFDT~Qc3LRniKq-={L5dWlc0!a!9i%NrkgHRpLP{VivtAi#Wc=`Su|D~Xk29rYm
z%Pag?y}xMwpI!<`?Y}P~upfS`qBMYkYv9mWYfnXhVhsTmhQI_NP(cxhJ_G_65rsn}
z1cae*VPR?T-;luG0j4SdJmmmy`TxPxzaalI6^GXcb`%02Z95zX*su&ScmgS#0Cl?1
z53fIl4w3)g*9_^bq4B?8HAhEMRgiFSMI6f25#aq%QT)HzbKw7Sp3$gZ0Xw_m9S#c&
zjRIpFFr?TBK&l}?#Ap=U8i#j80_A~pb_V!~kVIgeNm~}!+rS_ZOLV{>4$D{0f%s>`
z0ZS@JxC7G3Mux{j5RI`$x;hYf5LhQP7Dcpz*jhqhe`dr1i}<r~I2ZgMdq4|C+9Wvq
zpC<J%E<bG}Y_SeVG}a4gi*);&l|vNC%CEUV8~uYb4G8<6wn*hgDyLt8{4(*|w0|kN
zLltmh0a*e6Iu8+4p#ReI-!t@|F9HDZoD7dU>4^Ua1>Ik+A^tq9c>nFN;sZFWNO=Jk
zlT^OEif~fxL!crM2t-8mu<Ut+g?RuNa6J4E2z}Dl;WY#J9f41AGvJWLl7tgUpnr8y
zq!y7RtVjYv61F5^`Kt^285Iuyn>lR~LXjktNJ4=m@FamD2_#7z8piz^0FhdTByk8i
z1QSTz!^jSChv6OK4nq+ljlxLcuq6zHBIio9{aYl50Uz3MAVCjZ|K}CGe(4Tzhof$Q
zp`T|yFVF_4@$4`tA}=2T0VI!fW7GqWv8ECRK_saFi$5Nan5d|TD99T0LkANU2Qo`~
zKu$k&P?#9N_xHO_7$!{Oll%=QEFvKe&_@2Q1J)n7>iN4)L_+i*I2c3{_^#!5986Ra
z;D!5LCkg}DI{&7F0lZ{?*NH;^;R6B_`6mtr5&5SNv46w@fdO0f?>=Bqv46~kNl5%X
zKB$PWC_oqY^F4@oBtXN42mV6`2&{+o0(clDK>+h84xsxa@v?!yDo)lo&>=$}!0@IB
zx-Km&FChklii%&Akb@{f<rE=M2uvO-E~%)bBrXAykVO2?2y+sXD1nH?6Aw25us9+R
MDsJwpT1r&^3*MyJ=Kufz

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index e995b434..f9e9ae1e 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"basic","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.11,"left":28.56,"width":175.21029663085938,"height":7.210000038146973,"text":"ABDALA de MATARAZZO, Norma Amanda "},{"top":279.11,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago "},{"top":279.83,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero "},{"top":279.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":295.55,"left":28.56,"width":141.71029663085938,"height":7.210000038146973,"text":"ALBRIEU, Oscar Edmundo Nicolas "},{"top":295.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":296.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro "},{"top":295.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":312.11,"left":28.56,"width":83.75028228759766,"height":7.210000038146973,"text":"ALONSO, María Luz "},{"top":312.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":312.83,"left":397.56,"width":42.250274658203125,"height":7.210000038146973,"text":"La Pampa "},{"top":312.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":328.55,"left":28.56,"width":84.25028228759766,"height":7.210000038146973,"text":"ARENA, Celia Isabel "},{"top":328.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":329.39,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe "},{"top":328.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":345.11,"left":28.56,"width":110.29029846191406,"height":7.210000038146973,"text":"ARREGUI, Andrés Roberto "},{"top":345.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":345.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":345.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":361.55,"left":28.56,"width":115.69029235839844,"height":7.210000038146973,"text":"AVOSCAN, Herman Horacio "},{"top":361.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":362.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro "},{"top":361.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":378.11,"left":28.56,"width":95.6902847290039,"height":7.210000038146973,"text":"BALCEDO, María Ester "},{"top":378.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":378.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":378.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":394.55,"left":28.56,"width":127.69029235839844,"height":7.210000038146973,"text":"BARRANDEGUY, Raúl Enrique "},{"top":394.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":395.39,"left":397.56,"width":43.6702880859375,"height":7.210000038146973,"text":"Entre Ríos "},{"top":394.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":411.11,"left":28.56,"width":106.69029235839844,"height":7.210000038146973,"text":"BASTERRA, Luis Eugenio "},{"top":411.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":411.83,"left":397.56,"width":36.73028564453125,"height":7.210000038146973,"text":"Formosa "},{"top":411.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":427.55,"left":28.56,"width":92.21028137207031,"height":7.210000038146973,"text":"BEDANO, Nora Esther "},{"top":427.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":428.39,"left":397.56,"width":35.6602783203125,"height":7.210000038146973,"text":"Córdoba "},{"top":427.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":444.11,"left":28.56,"width":100.69029235839844,"height":7.210000038146973,"text":"BERNAL, María Eugenia "},{"top":444.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":444.83,"left":397.56,"width":22.200286865234375,"height":7.210000038146973,"text":"Jujuy "},{"top":444.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":460.55,"left":28.56,"width":112.21029663085938,"height":7.210000038146973,"text":"BERTONE, Rosana Andrea "},{"top":460.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":461.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego "},{"top":460.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":477.11,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"BIANCHI, María del Carmen "},{"top":477.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":477.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As. "},{"top":477.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":493.55,"left":28.56,"width":115.19029235839844,"height":7.210000038146973,"text":"BIDEGAIN, Gloria Mercedes "},{"top":493.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":494.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":493.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":510.11,"left":28.56,"width":66.25028228759766,"height":7.210000038146973,"text":"BRAWER, Mara "},{"top":510.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":510.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As. "},{"top":510.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":526.55,"left":28.56,"width":90.73028564453125,"height":7.210000038146973,"text":"BRILLO, José Ricardo "},{"top":526.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino "},{"top":527.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén "},{"top":526.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":543.11,"left":28.56,"width":120.73028564453125,"height":7.210000038146973,"text":"BROMBERG, Isaac Benjamín "},{"top":543.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":543.83,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán "},{"top":543.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":559.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"BRUE, Daniel Agustín "},{"top":559.55,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago "},{"top":560.39,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero "},{"top":559.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":576.11,"left":28.56,"width":72.23028564453125,"height":7.210000038146973,"text":"CALCAGNO, Eric "},{"top":576.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":576.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":576.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":592.55,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"CARLOTTO, Remo Gerardo "},{"top":592.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":593.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":592.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":609.11,"left":28.56,"width":122.1702880859375,"height":7.210000038146973,"text":"CARMONA, Guillermo Ramón "},{"top":609.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":609.83,"left":397.56,"width":38.1602783203125,"height":7.210000038146973,"text":"Mendoza "},{"top":609.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":625.55,"left":28.56,"width":124.73028564453125,"height":7.210000038146973,"text":"CATALAN MAGNI, Julio César "},{"top":625.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":626.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego "},{"top":625.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":642.11,"left":28.56,"width":88.6902847290039,"height":7.210000038146973,"text":"CEJAS, Jorge Alberto "},{"top":642.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":642.83,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro "},{"top":642.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":658.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"CHIENO, María Elena "},{"top":658.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":659.39,"left":397.56,"width":42.72027587890625,"height":7.210000038146973,"text":"Corrientes "},{"top":658.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":675.11,"left":28.56,"width":96.25028228759766,"height":7.210000038146973,"text":"CIAMPINI, José Alberto "},{"top":675.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":675.83,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén "},{"top":675.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":691.55,"left":28.56,"width":131.77029418945312,"height":7.210000038146973,"text":"CIGOGNA, Luis Francisco Jorge "},{"top":691.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":692.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":691.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":708.11,"left":28.56,"width":62.15028381347656,"height":7.210000038146973,"text":"CLERI, Marcos "},{"top":708.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":708.83,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe "},{"top":708.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":724.55,"left":28.56,"width":101.77029418945312,"height":7.210000038146973,"text":"COMELLI, Alicia Marcela "},{"top":724.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino "},{"top":725.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén "},{"top":724.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":741.11,"left":28.56,"width":88.1902847290039,"height":7.210000038146973,"text":"CONTI, Diana Beatriz "},{"top":741.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":741.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires "},{"top":741.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":757.55,"left":28.56,"width":98.75028228759766,"height":7.210000038146973,"text":"CORDOBA, Stella Maris "},{"top":757.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":758.39,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán "},{"top":757.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":774.11,"left":28.56,"width":105.25028991699219,"height":7.210000038146973,"text":"CURRILEN, Oscar Rubén "},{"top":774.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ "},{"top":774.83,"left":397.56,"width":30.2802734375,"height":7.210000038146973,"text":"Chubut "},{"top":774.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}]]}
+{"extraction_method":"basic","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.11,"left":28.56,"width":175.21029663085938,"height":7.210000038146973,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.11,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":279.83,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":279.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":295.55,"left":28.56,"width":141.71029663085938,"height":7.210000038146973,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":295.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":296.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":295.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":312.11,"left":28.56,"width":83.75028228759766,"height":7.210000038146973,"text":"ALONSO, María Luz"},{"top":312.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":312.83,"left":397.56,"width":42.250274658203125,"height":7.210000038146973,"text":"La Pampa"},{"top":312.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":328.55,"left":28.56,"width":84.25028228759766,"height":7.210000038146973,"text":"ARENA, Celia Isabel"},{"top":328.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":329.39,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":328.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":345.11,"left":28.56,"width":110.29029846191406,"height":7.210000038146973,"text":"ARREGUI, Andrés Roberto"},{"top":345.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":345.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":345.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":361.55,"left":28.56,"width":115.69029235839844,"height":7.210000038146973,"text":"AVOSCAN, Herman Horacio"},{"top":361.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":362.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":361.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":378.11,"left":28.56,"width":95.6902847290039,"height":7.210000038146973,"text":"BALCEDO, María Ester"},{"top":378.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":378.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":378.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":394.55,"left":28.56,"width":127.69029235839844,"height":7.210000038146973,"text":"BARRANDEGUY, Raúl Enrique"},{"top":394.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":395.39,"left":397.56,"width":43.6702880859375,"height":7.210000038146973,"text":"Entre Ríos"},{"top":394.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":411.11,"left":28.56,"width":106.69029235839844,"height":7.210000038146973,"text":"BASTERRA, Luis Eugenio"},{"top":411.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":411.83,"left":397.56,"width":36.73028564453125,"height":7.210000038146973,"text":"Formosa"},{"top":411.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":427.55,"left":28.56,"width":92.21028137207031,"height":7.210000038146973,"text":"BEDANO, Nora Esther"},{"top":427.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":428.39,"left":397.56,"width":35.6602783203125,"height":7.210000038146973,"text":"Córdoba"},{"top":427.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":444.11,"left":28.56,"width":100.69029235839844,"height":7.210000038146973,"text":"BERNAL, María Eugenia"},{"top":444.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":444.83,"left":397.56,"width":22.200286865234375,"height":7.210000038146973,"text":"Jujuy"},{"top":444.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":460.55,"left":28.56,"width":112.21029663085938,"height":7.210000038146973,"text":"BERTONE, Rosana Andrea"},{"top":460.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":461.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":460.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":477.11,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"BIANCHI, María del Carmen"},{"top":477.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":477.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":477.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":493.55,"left":28.56,"width":115.19029235839844,"height":7.210000038146973,"text":"BIDEGAIN, Gloria Mercedes"},{"top":493.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":494.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":493.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":510.11,"left":28.56,"width":66.25028228759766,"height":7.210000038146973,"text":"BRAWER, Mara"},{"top":510.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":510.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":510.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":526.55,"left":28.56,"width":90.73028564453125,"height":7.210000038146973,"text":"BRILLO, José Ricardo"},{"top":526.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":527.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":526.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":543.11,"left":28.56,"width":120.73028564453125,"height":7.210000038146973,"text":"BROMBERG, Isaac Benjamín"},{"top":543.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":543.83,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":543.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":559.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"BRUE, Daniel Agustín"},{"top":559.55,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":560.39,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":559.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":576.11,"left":28.56,"width":72.23028564453125,"height":7.210000038146973,"text":"CALCAGNO, Eric"},{"top":576.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":576.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":576.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":592.55,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"CARLOTTO, Remo Gerardo"},{"top":592.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":593.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":592.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":609.11,"left":28.56,"width":122.1702880859375,"height":7.210000038146973,"text":"CARMONA, Guillermo Ramón"},{"top":609.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":609.83,"left":397.56,"width":38.1602783203125,"height":7.210000038146973,"text":"Mendoza"},{"top":609.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":625.55,"left":28.56,"width":124.73028564453125,"height":7.210000038146973,"text":"CATALAN MAGNI, Julio César"},{"top":625.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":626.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":625.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":642.11,"left":28.56,"width":88.6902847290039,"height":7.210000038146973,"text":"CEJAS, Jorge Alberto"},{"top":642.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":642.83,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":642.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":658.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"CHIENO, María Elena"},{"top":658.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":659.39,"left":397.56,"width":42.72027587890625,"height":7.210000038146973,"text":"Corrientes"},{"top":658.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":675.11,"left":28.56,"width":96.25028228759766,"height":7.210000038146973,"text":"CIAMPINI, José Alberto"},{"top":675.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":675.83,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":675.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":691.55,"left":28.56,"width":131.77029418945312,"height":7.210000038146973,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":691.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":692.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":691.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":708.11,"left":28.56,"width":62.15028381347656,"height":7.210000038146973,"text":"CLERI, Marcos"},{"top":708.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":708.83,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":708.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":724.55,"left":28.56,"width":101.77029418945312,"height":7.210000038146973,"text":"COMELLI, Alicia Marcela"},{"top":724.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":725.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":724.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":741.11,"left":28.56,"width":88.1902847290039,"height":7.210000038146973,"text":"CONTI, Diana Beatriz"},{"top":741.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":741.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":741.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":757.55,"left":28.56,"width":98.75028228759766,"height":7.210000038146973,"text":"CORDOBA, Stella Maris"},{"top":757.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":758.39,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":757.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":774.11,"left":28.56,"width":105.25028991699219,"height":7.210000038146973,"text":"CURRILEN, Oscar Rubén"},{"top":774.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":774.83,"left":397.56,"width":30.2802734375,"height":7.210000038146973,"text":"Chubut"},{"top":774.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}]]}
diff --git a/src/test/resources/technology/tabula/json/twotables.json b/src/test/resources/technology/tabula/json/twotables.json
index 00211f47..8d68a640 100644
--- a/src/test/resources/technology/tabula/json/twotables.json
+++ b/src/test/resources/technology/tabula/json/twotables.json
@@ -1 +1 @@
-[{"extraction_method":"spreadsheet","top":111.18451,"left":67.41156,"width":342.44476318359375,"height":174.07479858398438,"data":[[{"top":111.18451,"left":67.41156,"width":85.61141967773438,"height":28.53582763671875,"text":"　"},{"top":111.18451,"left":153.02298,"width":256.8333435058594,"height":14.266975402832031,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":125.451485,"left":153.02298,"width":51.367401123046875,"height":14.268852233886719,"text":"資本金"},{"top":125.451485,"left":204.39038,"width":51.36669921875,"height":14.268852233886719,"text":"資本剰余金"},{"top":125.451485,"left":255.75708,"width":51.3656005859375,"height":14.268852233886719,"text":"利益剰余金"},{"top":125.451485,"left":307.12268,"width":51.366668701171875,"height":14.268852233886719,"text":"自己株式"},{"top":125.451485,"left":358.48935,"width":51.366973876953125,"height":14.268852233886719,"text":"株主資本合計"}],[{"top":139.72034,"left":67.41156,"width":85.61141967773438,"height":14.268722534179688,"text":"当期首残高"},{"top":139.72034,"left":153.02298,"width":51.367401123046875,"height":14.268722534179688,"text":"5,664"},{"top":139.72034,"left":204.39038,"width":51.36669921875,"height":14.268722534179688,"text":"749"},{"top":139.72034,"left":255.75708,"width":51.3656005859375,"height":14.268722534179688,"text":"12,017"},{"top":139.72034,"left":307.12268,"width":51.366668701171875,"height":14.268722534179688,"text":"△747"},{"top":139.72034,"left":358.48935,"width":51.366973876953125,"height":14.268722534179688,"text":"17,683"}],[{"top":153.98906,"left":67.41156,"width":85.61141967773438,"height":14.268753051757812,"text":"当期変動額"},{"top":153.98906,"left":153.02298,"width":51.367401123046875,"height":14.268753051757812,"text":"　"},{"top":153.98906,"left":204.39038,"width":51.36669921875,"height":14.268753051757812,"text":"　"},{"top":153.98906,"left":255.75708,"width":51.3656005859375,"height":14.268753051757812,"text":"　"},{"top":153.98906,"left":307.12268,"width":51.366668701171875,"height":14.268753051757812,"text":"　"},{"top":153.98906,"left":358.48935,"width":51.366973876953125,"height":14.268753051757812,"text":"　"}],[{"top":168.25781,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"剰余金の配当"},{"top":168.25781,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":"　"},{"top":168.25781,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":"　"},{"top":168.25781,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":"△525"},{"top":168.25781,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":"　"},{"top":168.25781,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△525"}],[{"top":182.52675,"left":67.41156,"width":85.61141967773438,"height":14.265869140625,"text":"当期純利益"},{"top":182.52675,"left":153.02298,"width":51.367401123046875,"height":14.265869140625,"text":"　"},{"top":182.52675,"left":204.39038,"width":51.36669921875,"height":14.265869140625,"text":"　"},{"top":182.52675,"left":255.75708,"width":51.3656005859375,"height":14.265869140625,"text":"1,269"},{"top":182.52675,"left":307.12268,"width":51.366668701171875,"height":14.265869140625,"text":"　"},{"top":182.52675,"left":358.48935,"width":51.366973876953125,"height":14.265869140625,"text":"1,269"}],[{"top":196.79262,"left":67.41156,"width":85.61141967773438,"height":14.268966674804688,"text":"自己株式の取得"},{"top":196.79262,"left":153.02298,"width":51.367401123046875,"height":14.268966674804688,"text":"　"},{"top":196.79262,"left":204.39038,"width":51.36669921875,"height":14.268966674804688,"text":"　"},{"top":196.79262,"left":255.75708,"width":51.3656005859375,"height":14.268966674804688,"text":"　"},{"top":196.79262,"left":307.12268,"width":51.366668701171875,"height":14.268966674804688,"text":"△0"},{"top":196.79262,"left":358.48935,"width":51.366973876953125,"height":14.268966674804688,"text":"△0"}],[{"top":211.06158,"left":67.41156,"width":85.61141967773438,"height":22.830032348632812,"text":"持分法の適用範囲\rの変動"},{"top":211.06158,"left":153.02298,"width":51.367401123046875,"height":22.830032348632812,"text":"　"},{"top":211.06158,"left":204.39038,"width":51.36669921875,"height":22.830032348632812,"text":"　"},{"top":211.06158,"left":255.75708,"width":51.3656005859375,"height":22.830032348632812,"text":"85"},{"top":211.06158,"left":307.12268,"width":51.366668701171875,"height":22.830032348632812,"text":"　"},{"top":211.06158,"left":358.48935,"width":51.366973876953125,"height":22.830032348632812,"text":"85"}],[{"top":233.89162,"left":67.41156,"width":85.61141967773438,"height":22.829788208007812,"text":"株主資本以外の項目\rの当期変動額（純額)"},{"top":233.89162,"left":153.02298,"width":51.367401123046875,"height":22.829788208007812,"text":"　"},{"top":233.89162,"left":204.39038,"width":51.36669921875,"height":22.829788208007812,"text":"　"},{"top":233.89162,"left":255.75708,"width":51.3656005859375,"height":22.829788208007812,"text":"　"},{"top":233.89162,"left":307.12268,"width":51.366668701171875,"height":22.829788208007812,"text":"　"},{"top":233.89162,"left":358.48935,"width":51.366973876953125,"height":22.829788208007812,"text":"　"}],[{"top":256.7214,"left":67.41156,"width":85.61141967773438,"height":14.268798828125,"text":"当期変動額合計"},{"top":256.7214,"left":153.02298,"width":51.367401123046875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":204.39038,"width":51.36669921875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":255.75708,"width":51.3656005859375,"height":14.268798828125,"text":"829"},{"top":256.7214,"left":307.12268,"width":51.366668701171875,"height":14.268798828125,"text":"△0"},{"top":256.7214,"left":358.48935,"width":51.366973876953125,"height":14.268798828125,"text":"829"}],[{"top":270.9902,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期末残高"},{"top":270.9902,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":"5,664"},{"top":270.9902,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":"749"},{"top":270.9902,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":"12,846"},{"top":270.9902,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":"△747"},{"top":270.9902,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":"18,512"}]]},{"extraction_method":"spreadsheet","top":311.64725,"left":67.41156,"width":445.17803955078125,"height":191.19354248046875,"data":[[{"top":311.64725,"left":67.41156,"width":85.61141967773438,"height":45.658660888671875,"text":"　"},{"top":311.64725,"left":153.02298,"width":256.8333435058594,"height":14.266693115234375,"text":"その他の包括利益累計額"},{"top":311.64725,"left":409.85632,"width":51.365631103515625,"height":45.658660888671875,"text":"少数株主持分"},{"top":311.64725,"left":461.22195,"width":51.367645263671875,"height":45.658660888671875,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":325.91394,"left":153.02298,"width":51.367401123046875,"height":31.3919677734375,"text":"その他有価証券\r評価差額金"},{"top":325.91394,"left":204.39038,"width":51.36669921875,"height":31.3919677734375,"text":"繰延ヘッジ\r損益"},{"top":325.91394,"left":255.75708,"width":51.3656005859375,"height":31.3919677734375,"text":"為替換算\r調整勘定"},{"top":325.91394,"left":307.12268,"width":51.366668701171875,"height":31.3919677734375,"text":"退職給付に係る\r調整累計額"},{"top":325.91394,"left":358.48935,"width":51.366973876953125,"height":31.3919677734375,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.3059,"left":67.41156,"width":85.61141967773438,"height":14.266754150390625,"text":"当期首残高"},{"top":357.3059,"left":153.02298,"width":51.367401123046875,"height":14.266754150390625,"text":"△669"},{"top":357.3059,"left":204.39038,"width":51.36669921875,"height":14.266754150390625,"text":"61"},{"top":357.3059,"left":255.75708,"width":51.3656005859375,"height":14.266754150390625,"text":"△109"},{"top":357.3059,"left":307.12268,"width":51.366668701171875,"height":14.266754150390625,"text":"―"},{"top":357.3059,"left":358.48935,"width":51.366973876953125,"height":14.266754150390625,"text":"△717"},{"top":357.3059,"left":409.85632,"width":51.365631103515625,"height":14.266754150390625,"text":"246"},{"top":357.3059,"left":461.22195,"width":51.367645263671875,"height":14.266754150390625,"text":"17,212"}],[{"top":371.57266,"left":67.41156,"width":85.61141967773438,"height":14.269073486328125,"text":"当期変動額"},{"top":371.57266,"left":153.02298,"width":51.367401123046875,"height":14.269073486328125,"text":"　"},{"top":371.57266,"left":204.39038,"width":51.36669921875,"height":14.269073486328125,"text":"　"},{"top":371.57266,"left":255.75708,"width":51.3656005859375,"height":14.269073486328125,"text":"　"},{"top":371.57266,"left":307.12268,"width":51.366668701171875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":358.48935,"width":51.366973876953125,"height":14.269073486328125,"text":"　"},{"top":371.57266,"left":409.85632,"width":51.365631103515625,"height":14.269073486328125,"text":"　"},{"top":371.57266,"left":461.22195,"width":51.367645263671875,"height":14.269073486328125,"text":"　"}],[{"top":385.84174,"left":67.41156,"width":85.61141967773438,"height":14.268402099609375,"text":"剰余金の配当"},{"top":385.84174,"left":153.02298,"width":51.367401123046875,"height":14.268402099609375,"text":"　"},{"top":385.84174,"left":204.39038,"width":51.36669921875,"height":14.268402099609375,"text":"　"},{"top":385.84174,"left":255.75708,"width":51.3656005859375,"height":14.268402099609375,"text":"　"},{"top":385.84174,"left":307.12268,"width":51.366668701171875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":358.48935,"width":51.366973876953125,"height":14.268402099609375,"text":"　"},{"top":385.84174,"left":409.85632,"width":51.365631103515625,"height":14.268402099609375,"text":"　"},{"top":385.84174,"left":461.22195,"width":51.367645263671875,"height":14.268402099609375,"text":"△525"}],[{"top":400.11014,"left":67.41156,"width":85.61141967773438,"height":14.26885986328125,"text":"当期純利益"},{"top":400.11014,"left":153.02298,"width":51.367401123046875,"height":14.26885986328125,"text":"　"},{"top":400.11014,"left":204.39038,"width":51.36669921875,"height":14.26885986328125,"text":"　"},{"top":400.11014,"left":255.75708,"width":51.3656005859375,"height":14.26885986328125,"text":"　"},{"top":400.11014,"left":307.12268,"width":51.366668701171875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":358.48935,"width":51.366973876953125,"height":14.26885986328125,"text":"　"},{"top":400.11014,"left":409.85632,"width":51.365631103515625,"height":14.26885986328125,"text":"　"},{"top":400.11014,"left":461.22195,"width":51.367645263671875,"height":14.26885986328125,"text":"1,269"}],[{"top":414.379,"left":67.41156,"width":85.61141967773438,"height":14.269195556640625,"text":"自己株式の取得"},{"top":414.379,"left":153.02298,"width":51.367401123046875,"height":14.269195556640625,"text":"　"},{"top":414.379,"left":204.39038,"width":51.36669921875,"height":14.269195556640625,"text":"　"},{"top":414.379,"left":255.75708,"width":51.3656005859375,"height":14.269195556640625,"text":"　"},{"top":414.379,"left":307.12268,"width":51.366668701171875,"height":14.269195556640625,"text":""},{"top":414.379,"left":358.48935,"width":51.366973876953125,"height":14.269195556640625,"text":"　"},{"top":414.379,"left":409.85632,"width":51.365631103515625,"height":14.269195556640625,"text":"　"},{"top":414.379,"left":461.22195,"width":51.367645263671875,"height":14.269195556640625,"text":"△0"}],[{"top":428.6482,"left":67.41156,"width":85.61141967773438,"height":22.829620361328125,"text":"持分法の適用範囲\rの変動"},{"top":428.6482,"left":153.02298,"width":51.367401123046875,"height":22.829620361328125,"text":"　"},{"top":428.6482,"left":204.39038,"width":51.36669921875,"height":22.829620361328125,"text":"　"},{"top":428.6482,"left":255.75708,"width":51.3656005859375,"height":22.829620361328125,"text":"　"},{"top":428.6482,"left":307.12268,"width":51.366668701171875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":358.48935,"width":51.366973876953125,"height":22.829620361328125,"text":"　"},{"top":428.6482,"left":409.85632,"width":51.365631103515625,"height":22.829620361328125,"text":"　"},{"top":428.6482,"left":461.22195,"width":51.367645263671875,"height":22.829620361328125,"text":"85"}],[{"top":451.4778,"left":67.41156,"width":85.61141967773438,"height":22.82977294921875,"text":"株主資本以外の項目\rの当期変動額（純額)"},{"top":451.4778,"left":153.02298,"width":51.367401123046875,"height":22.82977294921875,"text":"556"},{"top":451.4778,"left":204.39038,"width":51.36669921875,"height":22.82977294921875,"text":"80"},{"top":451.4778,"left":255.75708,"width":51.3656005859375,"height":22.82977294921875,"text":"5"},{"top":451.4778,"left":307.12268,"width":51.366668701171875,"height":22.82977294921875,"text":"―"},{"top":451.4778,"left":358.48935,"width":51.366973876953125,"height":22.82977294921875,"text":"642"},{"top":451.4778,"left":409.85632,"width":51.365631103515625,"height":22.82977294921875,"text":"△0"},{"top":451.4778,"left":461.22195,"width":51.367645263671875,"height":22.82977294921875,"text":"642"}],[{"top":474.3076,"left":67.41156,"width":85.61141967773438,"height":14.268341064453125,"text":"当期変動額合計"},{"top":474.3076,"left":153.02298,"width":51.367401123046875,"height":14.268341064453125,"text":"556"},{"top":474.3076,"left":204.39038,"width":51.36669921875,"height":14.268341064453125,"text":"80"},{"top":474.3076,"left":255.75708,"width":51.3656005859375,"height":14.268341064453125,"text":"5"},{"top":474.3076,"left":307.12268,"width":51.366668701171875,"height":14.268341064453125,"text":"―"},{"top":474.3076,"left":358.48935,"width":51.366973876953125,"height":14.268341064453125,"text":"642"},{"top":474.3076,"left":409.85632,"width":51.365631103515625,"height":14.268341064453125,"text":"△0"},{"top":474.3076,"left":461.22195,"width":51.367645263671875,"height":14.268341064453125,"text":"1,471"}],[{"top":488.57593,"left":67.41156,"width":85.61141967773438,"height":14.264862060546875,"text":"当期末残高"},{"top":488.57593,"left":153.02298,"width":51.367401123046875,"height":14.264862060546875,"text":"△113"},{"top":488.57593,"left":204.39038,"width":51.36669921875,"height":14.264862060546875,"text":"142"},{"top":488.57593,"left":255.75708,"width":51.3656005859375,"height":14.264862060546875,"text":"△104"},{"top":488.57593,"left":307.12268,"width":51.366668701171875,"height":14.264862060546875,"text":"―"},{"top":488.57593,"left":358.48935,"width":51.366973876953125,"height":14.264862060546875,"text":"△75"},{"top":488.57593,"left":409.85632,"width":51.365631103515625,"height":14.264862060546875,"text":"245"},{"top":488.57593,"left":461.22195,"width":51.367645263671875,"height":14.264862060546875,"text":"18,683"}]]}]
+[{"extraction_method":"spreadsheet","top":111.18451,"left":67.41156,"width":342.44476318359375,"height":174.07479858398438,"data":[[{"top":111.18451,"left":67.41156,"width":85.61141967773438,"height":28.53582763671875,"text":""},{"top":111.18451,"left":153.02298,"width":256.8333435058594,"height":14.266975402832031,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":125.451485,"left":153.02298,"width":51.367401123046875,"height":14.268852233886719,"text":"資本金"},{"top":125.451485,"left":204.39038,"width":51.36669921875,"height":14.268852233886719,"text":"資本剰余金"},{"top":125.451485,"left":255.75708,"width":51.3656005859375,"height":14.268852233886719,"text":"利益剰余金"},{"top":125.451485,"left":307.12268,"width":51.366668701171875,"height":14.268852233886719,"text":"自己株式"},{"top":125.451485,"left":358.48935,"width":51.366973876953125,"height":14.268852233886719,"text":"株主資本合計"}],[{"top":139.72034,"left":67.41156,"width":85.61141967773438,"height":14.268722534179688,"text":"当期首残高"},{"top":139.72034,"left":153.02298,"width":51.367401123046875,"height":14.268722534179688,"text":"5,664"},{"top":139.72034,"left":204.39038,"width":51.36669921875,"height":14.268722534179688,"text":"749"},{"top":139.72034,"left":255.75708,"width":51.3656005859375,"height":14.268722534179688,"text":"12,017"},{"top":139.72034,"left":307.12268,"width":51.366668701171875,"height":14.268722534179688,"text":"△747"},{"top":139.72034,"left":358.48935,"width":51.366973876953125,"height":14.268722534179688,"text":"17,683"}],[{"top":153.98906,"left":67.41156,"width":85.61141967773438,"height":14.268753051757812,"text":"当期変動額"},{"top":153.98906,"left":153.02298,"width":51.367401123046875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":204.39038,"width":51.36669921875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":255.75708,"width":51.3656005859375,"height":14.268753051757812,"text":""},{"top":153.98906,"left":307.12268,"width":51.366668701171875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":358.48935,"width":51.366973876953125,"height":14.268753051757812,"text":""}],[{"top":168.25781,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"剰余金の配当"},{"top":168.25781,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":"△525"},{"top":168.25781,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△525"}],[{"top":182.52675,"left":67.41156,"width":85.61141967773438,"height":14.265869140625,"text":"当期純利益"},{"top":182.52675,"left":153.02298,"width":51.367401123046875,"height":14.265869140625,"text":""},{"top":182.52675,"left":204.39038,"width":51.36669921875,"height":14.265869140625,"text":""},{"top":182.52675,"left":255.75708,"width":51.3656005859375,"height":14.265869140625,"text":"1,269"},{"top":182.52675,"left":307.12268,"width":51.366668701171875,"height":14.265869140625,"text":""},{"top":182.52675,"left":358.48935,"width":51.366973876953125,"height":14.265869140625,"text":"1,269"}],[{"top":196.79262,"left":67.41156,"width":85.61141967773438,"height":14.268966674804688,"text":"自己株式の取得"},{"top":196.79262,"left":153.02298,"width":51.367401123046875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":204.39038,"width":51.36669921875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":255.75708,"width":51.3656005859375,"height":14.268966674804688,"text":""},{"top":196.79262,"left":307.12268,"width":51.366668701171875,"height":14.268966674804688,"text":"△0"},{"top":196.79262,"left":358.48935,"width":51.366973876953125,"height":14.268966674804688,"text":"△0"}],[{"top":211.06158,"left":67.41156,"width":85.61141967773438,"height":22.830032348632812,"text":"持分法の適用範囲\rの変動"},{"top":211.06158,"left":153.02298,"width":51.367401123046875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":204.39038,"width":51.36669921875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":255.75708,"width":51.3656005859375,"height":22.830032348632812,"text":"85"},{"top":211.06158,"left":307.12268,"width":51.366668701171875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":358.48935,"width":51.366973876953125,"height":22.830032348632812,"text":"85"}],[{"top":233.89162,"left":67.41156,"width":85.61141967773438,"height":22.829788208007812,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":233.89162,"left":153.02298,"width":51.367401123046875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":204.39038,"width":51.36669921875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":255.75708,"width":51.3656005859375,"height":22.829788208007812,"text":""},{"top":233.89162,"left":307.12268,"width":51.366668701171875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":358.48935,"width":51.366973876953125,"height":22.829788208007812,"text":""}],[{"top":256.7214,"left":67.41156,"width":85.61141967773438,"height":14.268798828125,"text":"当期変動額合計"},{"top":256.7214,"left":153.02298,"width":51.367401123046875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":204.39038,"width":51.36669921875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":255.75708,"width":51.3656005859375,"height":14.268798828125,"text":"829"},{"top":256.7214,"left":307.12268,"width":51.366668701171875,"height":14.268798828125,"text":"△0"},{"top":256.7214,"left":358.48935,"width":51.366973876953125,"height":14.268798828125,"text":"829"}],[{"top":270.9902,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期末残高"},{"top":270.9902,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":"5,664"},{"top":270.9902,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":"749"},{"top":270.9902,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":"12,846"},{"top":270.9902,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":"△747"},{"top":270.9902,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":"18,512"}]]},{"extraction_method":"spreadsheet","top":311.64725,"left":67.41156,"width":445.17803955078125,"height":191.19354248046875,"data":[[{"top":311.64725,"left":67.41156,"width":85.61141967773438,"height":45.658660888671875,"text":""},{"top":311.64725,"left":153.02298,"width":256.8333435058594,"height":14.266693115234375,"text":"その他の包括利益累計額"},{"top":311.64725,"left":409.85632,"width":51.365631103515625,"height":45.658660888671875,"text":"少数株主持分"},{"top":311.64725,"left":461.22195,"width":51.367645263671875,"height":45.658660888671875,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":325.91394,"left":153.02298,"width":51.367401123046875,"height":31.3919677734375,"text":"その他有価証券\r評価差額金"},{"top":325.91394,"left":204.39038,"width":51.36669921875,"height":31.3919677734375,"text":"繰延ヘッジ\r損益"},{"top":325.91394,"left":255.75708,"width":51.3656005859375,"height":31.3919677734375,"text":"為替換算\r調整勘定"},{"top":325.91394,"left":307.12268,"width":51.366668701171875,"height":31.3919677734375,"text":"退職給付に係る\r調整累計額"},{"top":325.91394,"left":358.48935,"width":51.366973876953125,"height":31.3919677734375,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.3059,"left":67.41156,"width":85.61141967773438,"height":14.266754150390625,"text":"当期首残高"},{"top":357.3059,"left":153.02298,"width":51.367401123046875,"height":14.266754150390625,"text":"△669"},{"top":357.3059,"left":204.39038,"width":51.36669921875,"height":14.266754150390625,"text":"61"},{"top":357.3059,"left":255.75708,"width":51.3656005859375,"height":14.266754150390625,"text":"△109"},{"top":357.3059,"left":307.12268,"width":51.366668701171875,"height":14.266754150390625,"text":"―"},{"top":357.3059,"left":358.48935,"width":51.366973876953125,"height":14.266754150390625,"text":"△717"},{"top":357.3059,"left":409.85632,"width":51.365631103515625,"height":14.266754150390625,"text":"246"},{"top":357.3059,"left":461.22195,"width":51.367645263671875,"height":14.266754150390625,"text":"17,212"}],[{"top":371.57266,"left":67.41156,"width":85.61141967773438,"height":14.269073486328125,"text":"当期変動額"},{"top":371.57266,"left":153.02298,"width":51.367401123046875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":204.39038,"width":51.36669921875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":255.75708,"width":51.3656005859375,"height":14.269073486328125,"text":""},{"top":371.57266,"left":307.12268,"width":51.366668701171875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":358.48935,"width":51.366973876953125,"height":14.269073486328125,"text":""},{"top":371.57266,"left":409.85632,"width":51.365631103515625,"height":14.269073486328125,"text":""},{"top":371.57266,"left":461.22195,"width":51.367645263671875,"height":14.269073486328125,"text":""}],[{"top":385.84174,"left":67.41156,"width":85.61141967773438,"height":14.268402099609375,"text":"剰余金の配当"},{"top":385.84174,"left":153.02298,"width":51.367401123046875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":204.39038,"width":51.36669921875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":255.75708,"width":51.3656005859375,"height":14.268402099609375,"text":""},{"top":385.84174,"left":307.12268,"width":51.366668701171875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":358.48935,"width":51.366973876953125,"height":14.268402099609375,"text":""},{"top":385.84174,"left":409.85632,"width":51.365631103515625,"height":14.268402099609375,"text":""},{"top":385.84174,"left":461.22195,"width":51.367645263671875,"height":14.268402099609375,"text":"△525"}],[{"top":400.11014,"left":67.41156,"width":85.61141967773438,"height":14.26885986328125,"text":"当期純利益"},{"top":400.11014,"left":153.02298,"width":51.367401123046875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":204.39038,"width":51.36669921875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":255.75708,"width":51.3656005859375,"height":14.26885986328125,"text":""},{"top":400.11014,"left":307.12268,"width":51.366668701171875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":358.48935,"width":51.366973876953125,"height":14.26885986328125,"text":""},{"top":400.11014,"left":409.85632,"width":51.365631103515625,"height":14.26885986328125,"text":""},{"top":400.11014,"left":461.22195,"width":51.367645263671875,"height":14.26885986328125,"text":"1,269"}],[{"top":414.379,"left":67.41156,"width":85.61141967773438,"height":14.269195556640625,"text":"自己株式の取得"},{"top":414.379,"left":153.02298,"width":51.367401123046875,"height":14.269195556640625,"text":""},{"top":414.379,"left":204.39038,"width":51.36669921875,"height":14.269195556640625,"text":""},{"top":414.379,"left":255.75708,"width":51.3656005859375,"height":14.269195556640625,"text":""},{"top":414.379,"left":307.12268,"width":51.366668701171875,"height":14.269195556640625,"text":""},{"top":414.379,"left":358.48935,"width":51.366973876953125,"height":14.269195556640625,"text":""},{"top":414.379,"left":409.85632,"width":51.365631103515625,"height":14.269195556640625,"text":""},{"top":414.379,"left":461.22195,"width":51.367645263671875,"height":14.269195556640625,"text":"△0"}],[{"top":428.6482,"left":67.41156,"width":85.61141967773438,"height":22.829620361328125,"text":"持分法の適用範囲\rの変動"},{"top":428.6482,"left":153.02298,"width":51.367401123046875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":204.39038,"width":51.36669921875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":255.75708,"width":51.3656005859375,"height":22.829620361328125,"text":""},{"top":428.6482,"left":307.12268,"width":51.366668701171875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":358.48935,"width":51.366973876953125,"height":22.829620361328125,"text":""},{"top":428.6482,"left":409.85632,"width":51.365631103515625,"height":22.829620361328125,"text":""},{"top":428.6482,"left":461.22195,"width":51.367645263671875,"height":22.829620361328125,"text":"85"}],[{"top":451.4778,"left":67.41156,"width":85.61141967773438,"height":22.82977294921875,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":451.4778,"left":153.02298,"width":51.367401123046875,"height":22.82977294921875,"text":"556"},{"top":451.4778,"left":204.39038,"width":51.36669921875,"height":22.82977294921875,"text":"80"},{"top":451.4778,"left":255.75708,"width":51.3656005859375,"height":22.82977294921875,"text":"5"},{"top":451.4778,"left":307.12268,"width":51.366668701171875,"height":22.82977294921875,"text":"―"},{"top":451.4778,"left":358.48935,"width":51.366973876953125,"height":22.82977294921875,"text":"642"},{"top":451.4778,"left":409.85632,"width":51.365631103515625,"height":22.82977294921875,"text":"△0"},{"top":451.4778,"left":461.22195,"width":51.367645263671875,"height":22.82977294921875,"text":"642"}],[{"top":474.3076,"left":67.41156,"width":85.61141967773438,"height":14.268341064453125,"text":"当期変動額合計"},{"top":474.3076,"left":153.02298,"width":51.367401123046875,"height":14.268341064453125,"text":"556"},{"top":474.3076,"left":204.39038,"width":51.36669921875,"height":14.268341064453125,"text":"80"},{"top":474.3076,"left":255.75708,"width":51.3656005859375,"height":14.268341064453125,"text":"5"},{"top":474.3076,"left":307.12268,"width":51.366668701171875,"height":14.268341064453125,"text":"―"},{"top":474.3076,"left":358.48935,"width":51.366973876953125,"height":14.268341064453125,"text":"642"},{"top":474.3076,"left":409.85632,"width":51.365631103515625,"height":14.268341064453125,"text":"△0"},{"top":474.3076,"left":461.22195,"width":51.367645263671875,"height":14.268341064453125,"text":"1,471"}],[{"top":488.57593,"left":67.41156,"width":85.61141967773438,"height":14.264862060546875,"text":"当期末残高"},{"top":488.57593,"left":153.02298,"width":51.367401123046875,"height":14.264862060546875,"text":"△113"},{"top":488.57593,"left":204.39038,"width":51.36669921875,"height":14.264862060546875,"text":"142"},{"top":488.57593,"left":255.75708,"width":51.3656005859375,"height":14.264862060546875,"text":"△104"},{"top":488.57593,"left":307.12268,"width":51.366668701171875,"height":14.264862060546875,"text":"―"},{"top":488.57593,"left":358.48935,"width":51.366973876953125,"height":14.264862060546875,"text":"△75"},{"top":488.57593,"left":409.85632,"width":51.365631103515625,"height":14.264862060546875,"text":"245"},{"top":488.57593,"left":461.22195,"width":51.367645263671875,"height":14.264862060546875,"text":"18,683"}]]}]
\ No newline at end of file

From c2c23d2222b0a44a60666af9bb0d87d6f4df795c Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Mon, 16 May 2016 15:08:13 -0400
Subject: [PATCH 097/364] add instructions for long-lived process; closes #82

---
 README.md | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/README.md b/README.md
index 824f8772..09676781 100644
--- a/README.md
+++ b/README.md
@@ -59,6 +59,13 @@ It also includes a debugging tool, run `java -cp ./target/tabula-0.9.0-jar-with-
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
+JVM start-up time is a lot of the cost of the `tabula` command, so if you're trying to extract many tables from PDFs, you have a few options for speeding it up:
+
+ - the [drip](https://github.com/ninjudd/drip) utility
+ - the [Ruby](http://github.com/tabulapdf/tabula-extractor) and [R](https://github.com/leeper/tabulizer) bindings
+ - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.
+ - waiting for us to implement an API/server-style system (it's on the roadmap)
+
 ## Building from Source
 
 Clone this repo and run:

From 65552e223efc70020b599b5158ada8d44a5df796 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Mon, 30 May 2016 20:43:52 -0400
Subject: [PATCH 098/364] links to node bindings

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 09676781..65334429 100644
--- a/README.md
+++ b/README.md
@@ -62,7 +62,7 @@ You can also integrate `tabula-java` with any JVM language. For Java examples, s
 JVM start-up time is a lot of the cost of the `tabula` command, so if you're trying to extract many tables from PDFs, you have a few options for speeding it up:
 
  - the [drip](https://github.com/ninjudd/drip) utility
- - the [Ruby](http://github.com/tabulapdf/tabula-extractor) and [R](https://github.com/leeper/tabulizer) bindings
+ - the [Ruby](http://github.com/tabulapdf/tabula-extractor) [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
  - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.
  - waiting for us to implement an API/server-style system (it's on the roadmap)
 

From 4178d40b670f153254358cb3cf3f58029f79fb4a Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Mon, 30 May 2016 20:44:26 -0400
Subject: [PATCH 099/364] ugh I forgot a comma, i'm such a n00b

fuckin' n00b, Merrill, wtf
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 65334429..04d650d3 100644
--- a/README.md
+++ b/README.md
@@ -62,7 +62,7 @@ You can also integrate `tabula-java` with any JVM language. For Java examples, s
 JVM start-up time is a lot of the cost of the `tabula` command, so if you're trying to extract many tables from PDFs, you have a few options for speeding it up:
 
  - the [drip](https://github.com/ninjudd/drip) utility
- - the [Ruby](http://github.com/tabulapdf/tabula-extractor) [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
+ - the [Ruby](http://github.com/tabulapdf/tabula-extractor), [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
  - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.
  - waiting for us to implement an API/server-style system (it's on the roadmap)
 

From 115c4b1412ee1cd16202dda2201969d72b89f584 Mon Sep 17 00:00:00 2001
From: Max Bolingbroke <max.bolingbroke@gsacapital.com>
Date: Fri, 5 Aug 2016 15:24:44 +0100
Subject: [PATCH 100/364] Fix numerous bugs in collapseOrientedRulings (in
 particular, should close #81)

---
 src/main/java/technology/tabula/Ruling.java | 43 ++++++++++++++++-----
 1 file changed, 33 insertions(+), 10 deletions(-)

diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index caf5914a..8d455dfa 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -117,6 +117,20 @@ public void setEnd(float v) {
             this.setRight(v);
         }
     }
+
+    private void setStartEnd(float start, float end) {
+        if (this.oblique()) {
+            throw new UnsupportedOperationException();
+        }
+        if (this.vertical()) {
+            this.setTop(start);
+            this.setBottom(end);
+        }
+        else {
+            this.setLeft(start);
+            this.setRight(end);
+        }
+    }
     
     // -----
         
@@ -396,23 +410,32 @@ public static List<Ruling> collapseOrientedRulings(List<Ruling> lines) {
     
     public static List<Ruling> collapseOrientedRulings(List<Ruling> lines, int expandAmount) {
         ArrayList<Ruling> rv = new ArrayList<Ruling>();
-        if (lines.size() == 0) {
-            return rv;
-        }
         Collections.sort(lines, new Comparator<Ruling>() {
             @Override
             public int compare(Ruling a, Ruling b) {
-                return (int) (!Utils.feq(a.getPosition(), b.getPosition()) ? a.getPosition() - b.getPosition() : a.getStart() - b.getStart());
+                final float diff = a.getPosition() - b.getPosition();
+                return java.lang.Float.compare(diff == 0 ? a.getStart() - b.getStart() : diff, 0f);
             }
         });
-        
-        rv.add(lines.remove(0));
+
         for (Ruling next_line : lines) {
-            Ruling last = rv.get(rv.size() - 1);
+            Ruling last = rv.isEmpty() ? null : rv.get(rv.size() - 1);
             // if current line colinear with next, and are "close enough": expand current line
-            if (Utils.feq(next_line.getPosition(), last.getPosition()) && last.nearlyIntersects(next_line, expandAmount)) {
-                last.setStart(next_line.getStart() < last.getStart() ? next_line.getStart() : last.getStart());
-                last.setEnd(next_line.getEnd() < last.getEnd() ? last.getEnd() : next_line.getEnd());
+            if (last != null && Utils.feq(next_line.getPosition(), last.getPosition()) && last.nearlyIntersects(next_line, expandAmount)) {
+                final float lastStart = last.getStart();
+                final float lastEnd = last.getEnd();
+
+                final boolean lastFlipped = lastStart            > lastEnd;
+                final boolean nextFlipped = next_line.getStart() > next_line.getEnd();
+
+                boolean differentDirections = nextFlipped != lastFlipped;
+                float nextS = differentDirections ? next_line.getEnd()   : next_line.getStart();
+                float nextE = differentDirections ? next_line.getStart() : next_line.getEnd();
+
+                final float newStart = lastFlipped ? Math.max(nextS, lastStart) : Math.min(nextS, lastStart);
+                final float newEnd   = lastFlipped ? Math.min(nextE, lastEnd)   : Math.max(nextE, lastEnd);
+                last.setStartEnd(newStart, newEnd);
+                assert !last.oblique();
             }
             else if (next_line.length() == 0) {
                 continue;

From aab5ffb1c47d2bbbd74c449298b7fcc68f28419e Mon Sep 17 00:00:00 2001
From: Max Bolingbroke <max.bolingbroke@gsacapital.com>
Date: Fri, 5 Aug 2016 15:31:08 +0100
Subject: [PATCH 101/364] Make the tests independent of system encoding

---
 src/test/java/technology/tabula/UtilsForTesting.java | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index 54d844fc..954573e9 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -2,10 +2,7 @@
 
 import static org.junit.Assert.assertEquals;
 
-import java.io.BufferedReader;
-import java.io.File;
-import java.io.FileReader;
-import java.io.IOException;
+import java.io.*;
 import java.nio.charset.Charset;
 import java.util.List;
 
@@ -52,7 +49,7 @@ public static void assertTableEquals(Table table, String[][] arrayOfRows) {
     
     public static String loadJson(String path) throws IOException {
     	
-    	BufferedReader reader = new BufferedReader( new FileReader (path));
+    	BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path), "UTF-8"));
     	StringBuilder  stringBuilder = new StringBuilder();
     	String line = null;
     	

From 46a621658db3f6b09135134a560827c4fe10e764 Mon Sep 17 00:00:00 2001
From: Matt Charters <matthew@thirdsectorpublishing.ca>
Date: Fri, 5 Aug 2016 11:07:03 -0400
Subject: [PATCH 102/364] Allow 'all' as an option for page debugging

If you passed 'all' as a page parameter to the Debug utility a
NullPointerException was thrown. Instead now the code will find the number
of pages before attempting to spit out images for each.
---
 src/main/java/technology/tabula/debug/Debug.java | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index f1725bc3..f6d808e7 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -350,6 +350,20 @@ public static void main(String[] args) throws IOException {
                 }
                 area = new Rectangle(f.get(0), f.get(1), f.get(3) - f.get(1), f.get(2) - f.get(0));
             }
+
+            if (pages == null) {
+                // user specified all pages
+                PDDocument document = PDDocument.load(pdfFile.getAbsolutePath());
+
+                int numPages = document.getNumberOfPages();
+                pages = new ArrayList<Integer>(numPages);
+
+                for (int i = 1; i <= numPages; i++) {
+                    pages.add(i);
+                }
+
+                document.close();
+            }
             
             for (int i: pages) {
                 renderPage(pdfFile.getAbsolutePath(),

From 2e6b147408e1fdab9586a0510295c40ae5d0e872 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Fri, 19 Aug 2016 14:57:28 -0400
Subject: [PATCH 103/364] support OpenJDK 9's wacky version string,
 '9-internal'

---
 src/main/java/technology/tabula/Utils.java | 16 +++++++++++++---
 1 file changed, 13 insertions(+), 3 deletions(-)

diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index d3035a69..66f10045 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -133,10 +133,20 @@ private static boolean useCustomQuickSort() {
         // check if we need to use the custom quicksort algorithm as a
         // workaround to the transitivity issue of TextPositionComparator:
         // https://issues.apache.org/jira/browse/PDFBOX-1512
-        String[] versionComponents = System.getProperty("java.version").split(
+
+        String numberybits =  System.getProperty("java.version").split(
+                "-")[0]; // some Java version strings are 9-internal, which is dumb.
+        String[] versionComponents = numberybits.split(
                 "\\.");
-        int javaMajorVersion = Integer.parseInt(versionComponents[0]);
-        int javaMinorVersion = Integer.parseInt(versionComponents[1]);
+        int javaMajorVersion;
+        int javaMinorVersion;
+        if(versionComponents.length >= 2){
+            javaMajorVersion = Integer.parseInt(versionComponents[0]);
+            javaMinorVersion = Integer.parseInt(versionComponents[1]);
+        }else{
+            javaMajorVersion = 1;
+            javaMinorVersion = Integer.parseInt(versionComponents[0]);
+        }
         boolean is16orLess = javaMajorVersion == 1 && javaMinorVersion <= 6;
         String useLegacySort = System.getProperty("java.util.Arrays.useLegacyMergeSort");
         return !is16orLess || (useLegacySort != null && useLegacySort.equals("true"));

From a85d40eff3842ec8e25b9b60eadc3d4121b9c5a6 Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Mon, 22 Aug 2016 17:24:51 -0400
Subject: [PATCH 104/364] Refactor CommandLineApp

 * move most commandline options into CommandLineApp fields
 * move options parsing into static methods
 * move table extraction into nested static class TableExtractor
 * split up big methods
---
 .../technology/tabula/CommandLineApp.java     | 323 +++++++++++-------
 .../technology/tabula/TestCommandLineApp.java |  14 +-
 2 files changed, 209 insertions(+), 128 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 0b8b5853..75445a56 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -36,6 +36,23 @@ public class CommandLineApp {
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 
     private Appendable defaultOutput;
+    private Rectangle pageArea;
+    private List<Integer> pages;
+    private OutputFormat outputFormat;
+    private String password;
+    private TableExtractor tableExtractor;
+
+    public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseException {
+        this.defaultOutput = defaultOutput;
+        this.pageArea = CommandLineApp.whichArea(line);
+        this.pages = CommandLineApp.whichPages(line);
+        this.outputFormat = CommandLineApp.whichOutputFormat(line);
+        this.tableExtractor = CommandLineApp.createExtractor(line);
+
+        if (line.hasOption('s')) {
+          this.password = line.getOptionValue('s');
+        }
+    }
 
     public static void main(String[] args) {
         CommandLineParser parser = new GnuParser();
@@ -57,170 +74,148 @@ public static void main(String[] args) {
                 throw new ParseException("Need one filename\nTry --help for help");
             }
 
-            new CommandLineApp(System.out).extractTables(line);
-
-        }
-        catch( ParseException exp ) {
+            new CommandLineApp(System.out, line).extractTables(line);
+        } catch(ParseException exp) {
             System.err.println("Error: " + exp.getMessage());
             System.exit(1);
         }
         System.exit(0);
     }
 
-    public CommandLineApp(Appendable defaultOutput) {
-		this.defaultOutput = defaultOutput;
-	}
-
     public void extractTables(CommandLine line) throws ParseException {
         File pdfFile = new File(line.getArgs()[0]);
         if (!pdfFile.exists()) {
             throw new ParseException("File does not exist");
         }
+        extractFileTables(line, pdfFile);
+    }
 
-        OutputFormat of = OutputFormat.CSV;
-        if (line.hasOption('f')) {
-            try {
-                of = OutputFormat.valueOf(line.getOptionValue('f'));
-            }
-            catch (IllegalArgumentException e) {
-                throw new ParseException(String.format(
-                        "format %s is illegal. Available formats: %s",
-                        line.getOptionValue('f'),
-                        Utils.join(",", OutputFormat.formatNames())));
-            }
-
+    public void extractFileTables(CommandLine line, File pdfFile) throws ParseException {
+        Appendable outFile = this.defaultOutput;
+        if (!line.hasOption('o')) {
+          extractFile(pdfFile, this.defaultOutput);
+          return;
         }
 
-        Appendable outFile = this.defaultOutput;
         BufferedWriter bufferedWriter = null;
-        if (line.hasOption('o')) {
+        try {
             File file = new File(line.getOptionValue('o'));
+            FileWriter fileWriter = new FileWriter(file.getAbsoluteFile());
+            bufferedWriter = new BufferedWriter(fileWriter);
 
-            try {
-                file.createNewFile();
-                bufferedWriter = new BufferedWriter(new FileWriter(
-                        file.getAbsoluteFile()));
-                outFile = bufferedWriter;
-            } catch (IOException e) {
-                throw new ParseException("Cannot create file "
-                        + line.getOptionValue('o'));
-            }
-        }
-
-        Rectangle area = null;
-        if (line.hasOption('a')) {
-            List<Float> f = parseFloatList(line.getOptionValue('a'));
-            if (f.size() != 4) {
-                throw new ParseException("area parameters must be top,left,bottom,right");
+            file.createNewFile();
+            extractFile(pdfFile, bufferedWriter);
+        } catch (IOException e) {
+            throw new ParseException("Cannot create file " + line.getOptionValue('o'));
+        } finally {
+            if (bufferedWriter != null) {
+                try {
+                    bufferedWriter.close();
+                } catch (IOException e) {
+                    System.out.println("Error in closing the BufferedWriter" + e);
+                }
             }
-            area = new Rectangle(f.get(0), f.get(1), f.get(3) - f.get(1), f.get(2) - f.get(0));
-        }
-
-        List<Float> verticalRulingPositions = null;
-        if (line.hasOption('c')) {
-            verticalRulingPositions = parseFloatList(line.getOptionValue('c'));
         }
+    }
 
-        String pagesOption = line.hasOption('p') ? line.getOptionValue('p') : "1";
-        List<Integer> pages = Utils.parsePagesOption(pagesOption);
-        ExtractionMethod method = whichExtractionMethod(line);
-        boolean useLineReturns = line.hasOption('u');
-
+    private void extractFile(File pdfFile, Appendable outFile) throws ParseException {
+        PDDocument pdfDocument = null;
         try {
-
-            PDDocument pdfDocument = PDDocument.load(pdfFile);
-
-            ObjectExtractor oe = line.hasOption('s') ?
-                    new ObjectExtractor(pdfDocument, line.getOptionValue('s')) :
-                    new ObjectExtractor(pdfDocument);
-            BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
-            SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
-
-            PageIterator pageIterator = pages == null ? oe.extract() : oe.extract(pages);
-            Page page;
+            pdfDocument = PDDocument.load(pdfFile);
+            PageIterator pageIterator = getPageIterator(pdfDocument);
             List<Table> tables = new ArrayList<Table>();
 
             while (pageIterator.hasNext()) {
-                page = pageIterator.next();
-
-                if (area != null) {
-                    page = page.getArea(area);
+                Page page = pageIterator.next();
 
+                if (pageArea != null) {
+                    page = page.getArea(pageArea);
                 }
 
-                if (method == ExtractionMethod.DECIDE) {
-                    method = spreadsheetExtractor.isTabular(page) ? ExtractionMethod.SPREADSHEET : ExtractionMethod.BASIC;
-                }
-
-                switch(method) {
-                case BASIC:
-                    if (line.hasOption('g')) {
-                        // guess the page areas to extract using a detection algorithm
-                        // currently we only have a detector that uses spreadsheets to find table areas
-                        DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
-                        List<Rectangle> guesses = detector.detect(page);
-
-                        for (Rectangle guessRect : guesses) {
-                            Page guess = page.getArea(guessRect);
-                            tables.addAll(basicExtractor.extract(guess));
-                        }
-                    } else {
-                        tables.addAll(verticalRulingPositions == null ? basicExtractor.extract(page) : basicExtractor.extract(page, verticalRulingPositions));
-                    }
-
-                    break;
-                case SPREADSHEET:
-                    // TODO add useLineReturns
-                    tables.addAll(spreadsheetExtractor.extract(page));
-                default:
-                    break;
-                }
+                tables.addAll(tableExtractor.extractTables(page));
             }
-            writeTables(of, tables, outFile);
-
-
+            writeTables(tables, outFile);
         } catch (IOException e) {
             throw new ParseException(e.getMessage());
         } finally {
-        	if (bufferedWriter != null) {
-        		try {
-        			bufferedWriter.close();
-				} catch (IOException e) {
-					System.out.println("Error in closing the BufferedWriter" + e);
-				}
-        	}
+          try {
+              if (pdfDocument != null) {
+                pdfDocument.close();
+              }
+          } catch (IOException e) {
+              System.out.println("Error in closing pdf document" + e);
+          }
         }
+    }
 
+    private PageIterator getPageIterator(PDDocument pdfDocument) throws IOException {
+        ObjectExtractor extractor = (this.password == null) ?
+                new ObjectExtractor(pdfDocument) :
+                new ObjectExtractor(pdfDocument, this.password);
+        PageIterator pageIterator = (pages == null) ?
+          extractor.extract() :
+          extractor.extract(pages);
+        return pageIterator;
     }
 
-    private void writeTables(OutputFormat format, List<Table> tables, Appendable out) throws IOException {
-        Writer writer = null;
-        switch (format) {
-        case CSV:
-            writer = new CSVWriter();
-            break;
-        case JSON:
-            writer = new JSONWriter();
-            break;
-        case TSV:
-            writer = new TSVWriter();
-            break;
+    // CommandLine parsing methods
+
+    private static OutputFormat whichOutputFormat(CommandLine line) throws ParseException {
+        if (!line.hasOption('f')) {
+            return OutputFormat.CSV;
         }
-        writer.write(out, tables);
+
+        try {
+            return OutputFormat.valueOf(line.getOptionValue('f'));
+        } catch (IllegalArgumentException e) {
+            throw new ParseException(String.format(
+                    "format %s is illegal. Available formats: %s",
+                    line.getOptionValue('f'),
+                    Utils.join(",", OutputFormat.formatNames())));
+        }
+    }
+
+    private static Rectangle whichArea(CommandLine line) throws ParseException {
+        if (!line.hasOption('a')) {
+          return null;
+        }
+
+        List<Float> f = parseFloatList(line.getOptionValue('a'));
+        if (f.size() != 4) {
+            throw new ParseException("area parameters must be top,left,bottom,right");
+        }
+        return new Rectangle(f.get(0), f.get(1), f.get(3) - f.get(1), f.get(2) - f.get(0));
+    }
+
+    private static List<Integer> whichPages(CommandLine line) throws ParseException {
+        String pagesOption = line.hasOption('p') ? line.getOptionValue('p') : "1";
+        return Utils.parsePagesOption(pagesOption);
     }
 
-    private ExtractionMethod whichExtractionMethod(CommandLine line) {
-        ExtractionMethod rv = ExtractionMethod.DECIDE;
+    private static ExtractionMethod whichExtractionMethod(CommandLine line) {
         if (line.hasOption('r')) {
-            rv = ExtractionMethod.SPREADSHEET;
+            return ExtractionMethod.SPREADSHEET;
         }
-        else if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g')) {
-            rv = ExtractionMethod.BASIC;
+
+        if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g')) {
+            return ExtractionMethod.BASIC;
         }
-        return rv;
+        return ExtractionMethod.DECIDE;
     }
 
+    private static TableExtractor createExtractor(CommandLine line) throws ParseException {
+      TableExtractor extractor = new TableExtractor();
+      extractor.setGuess(line.hasOption('g'));
+      extractor.setMethod(CommandLineApp.whichExtractionMethod(line));
+      extractor.setUseLineReturns(line.hasOption('u'));
 
+      if (line.hasOption('c')) {
+          extractor.setVerticalRulingPositions(parseFloatList(line.getOptionValue('c')));
+      }
+      return extractor;
+    }
+
+    // utilities, etc.
 
     public static List<Float> parseFloatList(String option) throws ParseException {
         String[] f = option.split(",");
@@ -287,6 +282,93 @@ public static Options buildOptions() {
         return o;
     }
 
+    private static class TableExtractor {
+      private boolean guess = false;
+      private boolean useLineReturns = false;
+      private BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
+      private SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
+      private List<Float> verticalRulingPositions = null;
+      private ExtractionMethod method = ExtractionMethod.BASIC;
+
+      public TableExtractor() {
+      }
+
+      public void setVerticalRulingPositions(List<Float> positions) {
+        this.verticalRulingPositions = positions;
+      }
+
+      public void setGuess(boolean guess) {
+        this.guess = guess;
+      }
+
+      public void setUseLineReturns(boolean useLineReturns) {
+        this.useLineReturns = useLineReturns;
+      }
+
+      public void setMethod(ExtractionMethod method) {
+        this.method = method;
+      }
+
+      public List<Table> extractTables(Page page) {
+          ExtractionMethod effectiveMethod = this.method;
+          if (effectiveMethod == ExtractionMethod.DECIDE) {
+            effectiveMethod = spreadsheetExtractor.isTabular(page) ?
+              ExtractionMethod.SPREADSHEET :
+              ExtractionMethod.BASIC;
+          }
+          switch(effectiveMethod) {
+          case BASIC:
+              return extractTablesBasic(page);
+          case SPREADSHEET:
+              return extractTablesSpreadsheet(page);
+          default:
+            return new ArrayList<Table>();
+          }
+      }
+
+      public List<Table> extractTablesBasic(Page page) {
+        if (guess) {
+          // guess the page areas to extract using a detection algorithm
+          // currently we only have a detector that uses spreadsheets to find table areas
+          DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
+          List<Rectangle> guesses = detector.detect(page);
+          List<Table> tables = new ArrayList<Table>();
+
+          for (Rectangle guessRect : guesses) {
+              Page guess = page.getArea(guessRect);
+              tables.addAll(basicExtractor.extract(guess));
+          }
+          return tables;
+        }
+
+        if (verticalRulingPositions != null) {
+          return basicExtractor.extract(page, verticalRulingPositions);
+        }
+        return basicExtractor.extract(page);
+      }
+
+      public List<Table> extractTablesSpreadsheet(Page page) {
+          // TODO add useLineReturns
+          return (List<Table>)spreadsheetExtractor.extract(page);
+      }
+    }
+
+    private void writeTables(List<Table> tables, Appendable out) throws IOException {
+        Writer writer = null;
+        switch (outputFormat) {
+        case CSV:
+            writer = new CSVWriter();
+            break;
+        case JSON:
+            writer = new JSONWriter();
+            break;
+        case TSV:
+            writer = new TSVWriter();
+            break;
+        }
+        writer.write(out, tables);
+    }
+
     private enum OutputFormat {
         CSV,
         TSV,
@@ -300,7 +382,6 @@ static String[] formatNames() {
             }
             return rv;
         }
-
     }
 
     private enum ExtractionMethod {
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 8acf2745..53d8e21c 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -17,7 +17,7 @@ private String csvFromCommandLineArgs(String[] args) throws ParseException {
 		CommandLine cmd = parser.parse(CommandLineApp.buildOptions(), args);
 
 		StringBuilder stringBuilder = new StringBuilder();
-		new CommandLineApp(stringBuilder).extractTables(cmd);
+		new CommandLineApp(stringBuilder, cmd).extractTables(cmd);
 
 		return stringBuilder.toString();
 	}
@@ -26,7 +26,7 @@ private String csvFromCommandLineArgs(String[] args) throws ParseException {
 	public void testExtractSpreadsheetWithArea() throws ParseException, IOException {
 
 		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
-		
+
 		assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[] {
 				"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
 				"-p", "1", "-a",
@@ -39,7 +39,7 @@ public void testExtractSpreadsheetWithArea() throws ParseException, IOException
 	public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IOException {
 
 		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
-		
+
 		 this.csvFromCommandLineArgs(new String[] {
 					"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
 					"-p", "1", "-a",
@@ -48,13 +48,13 @@ public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IO
 			});
 		//assertEquals(expectedCsv,);
 	}
-	
-	
+
+
 	@Test
 	public void testExtractJSONWithArea() throws ParseException, IOException {
 
 		String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/spanning_cells_basic.json");
-		
+
 		assertEquals(expectedJson, this.csvFromCommandLineArgs(new String[] {
 				"src/test/resources/technology/tabula/spanning_cells.pdf",
 				"-p", "1", "-a",
@@ -62,7 +62,7 @@ public void testExtractJSONWithArea() throws ParseException, IOException {
 				"JSON"
 		}));
 	}
-	
+
 	@Test
 	public void testGuessOption() throws ParseException, IOException {
 		String expectedCsvNoGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv");

From 1812520c8cbea368c0fab72e0bf7426acc62d513 Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Mon, 22 Aug 2016 18:01:39 -0400
Subject: [PATCH 105/364] Implement batch processing mode

---
 README.md                                     |  4 +-
 .../technology/tabula/CommandLineApp.java     | 64 ++++++++++++++++---
 2 files changed, 59 insertions(+), 9 deletions(-)

diff --git a/README.md b/README.md
index 04d650d3..15b5753e 100644
--- a/README.md
+++ b/README.md
@@ -18,7 +18,7 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 ```
 $ java -jar ./target/tabula-0.9.0-jar-with-dependencies.jar --help
 
-usage: tabula [-a <AREA>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
+usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
 
 Tabula helps you extract tables from PDFs
@@ -30,6 +30,8 @@ Tabula helps you extract tables from PDFs
                             --columns 10.1,20.2,30.3
  -d,--debug                 Print detected table areas instead of
                             processing.
+ -b,--batch <DIRECTORY>     Convert all .pdfs in the provided directory
+
  -f,--format <FORMAT>       Output format: (CSV,TSV,JSON). Default: CSV
  -g,--guess                 Guess the portion of the page to analyze per
                             page.
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 75445a56..6e596cd2 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -3,6 +3,7 @@
 import java.awt.geom.Point2D;
 import java.io.BufferedWriter;
 import java.io.File;
+import java.io.FilenameFilter;
 import java.io.FileWriter;
 import java.io.IOException;
 import java.util.ArrayList;
@@ -70,10 +71,6 @@ public static void main(String[] args) {
                 System.exit(0);
             }
 
-            if (line.getArgs().length != 1) {
-                throw new ParseException("Need one filename\nTry --help for help");
-            }
-
             new CommandLineApp(System.out, line).extractTables(line);
         } catch(ParseException exp) {
             System.err.println("Error: " + exp.getMessage());
@@ -83,6 +80,19 @@ public static void main(String[] args) {
     }
 
     public void extractTables(CommandLine line) throws ParseException {
+        if (line.hasOption('b')) {
+          File pdfDirectory = new File(line.getOptionValue('b'));
+          if (!pdfDirectory.isDirectory()) {
+            throw new ParseException("Directory does not exist or is not a directory");
+          }
+          extractDirectoryTables(line, pdfDirectory);
+          return;
+        }
+
+        if (line.getArgs().length != 1) {
+            throw new ParseException("Need one filename\nTry --help for help");
+        }
+
         File pdfFile = new File(line.getArgs()[0]);
         if (!pdfFile.exists()) {
             throw new ParseException("File does not exist");
@@ -90,6 +100,19 @@ public void extractTables(CommandLine line) throws ParseException {
         extractFileTables(line, pdfFile);
     }
 
+    public void extractDirectoryTables(CommandLine line, File pdfDirectory) throws ParseException {
+        File[] pdfs = pdfDirectory.listFiles(new FilenameFilter() {
+          public boolean accept(File dir, String name) {
+            return name.endsWith(".pdf");
+          }
+        });
+
+        for (File pdfFile : pdfs) {
+          File outputFile = new File(getOutputFilename(pdfFile));
+          extractFileInto(pdfFile, outputFile);
+        }
+    }
+
     public void extractFileTables(CommandLine line, File pdfFile) throws ParseException {
         Appendable outFile = this.defaultOutput;
         if (!line.hasOption('o')) {
@@ -97,16 +120,20 @@ public void extractFileTables(CommandLine line, File pdfFile) throws ParseExcept
           return;
         }
 
+        File outputFile = new File(line.getOptionValue('o'));
+        extractFileInto(pdfFile, outputFile);
+    }
+
+    public void extractFileInto(File pdfFile, File outputFile) throws ParseException {
         BufferedWriter bufferedWriter = null;
         try {
-            File file = new File(line.getOptionValue('o'));
-            FileWriter fileWriter = new FileWriter(file.getAbsoluteFile());
+            FileWriter fileWriter = new FileWriter(outputFile.getAbsoluteFile());
             bufferedWriter = new BufferedWriter(fileWriter);
 
-            file.createNewFile();
+            outputFile.createNewFile();
             extractFile(pdfFile, bufferedWriter);
         } catch (IOException e) {
-            throw new ParseException("Cannot create file " + line.getOptionValue('o'));
+            throw new ParseException("Cannot create file " + outputFile);
         } finally {
             if (bufferedWriter != null) {
                 try {
@@ -248,6 +275,11 @@ public static Options buildOptions() {
         o.addOption("i", "silent", false, "Suppress all stderr output.");
         o.addOption("u", "use-line-returns", false, "Use embedded line returns in cells. (Only in spreadsheet mode.)");
         o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
+        o.addOption(OptionBuilder.withLongOpt("batch")
+            .withDescription("Convert all .pdfs in the provided directory")
+            .hasArg()
+            .withArgName("DIRECTORY")
+            .create("b"));
         o.addOption(OptionBuilder.withLongOpt("outfile")
                                  .withDescription("Write output to <file> instead of STDOUT. Default: -")
                                  .hasArg()
@@ -369,6 +401,22 @@ private void writeTables(List<Table> tables, Appendable out) throws IOException
         writer.write(out, tables);
     }
 
+    private String getOutputFilename(File pdfFile) {
+        String extension = ".csv";
+        switch (outputFormat) {
+        case CSV:
+            extension = ".csv";
+            break;
+        case JSON:
+            extension = ".json";
+            break;
+        case TSV:
+            extension = ".tsv";
+            break;
+        }
+        return pdfFile.getPath().replaceFirst("(\\.pdf|)$", extension);
+    }
+
     private enum OutputFormat {
         CSV,
         TSV,

From c69f9edbb72e6c490954e651050b69ec9323d0bc Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Tue, 23 Aug 2016 11:39:47 -0400
Subject: [PATCH 106/364] Add test for batch mode of commandline app

---
 .../technology/tabula/TestCommandLineApp.java | 28 +++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 53d8e21c..a6cbacfb 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -3,6 +3,10 @@
 import static org.junit.Assert.*;
 
 import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.FileSystem;
+import java.nio.file.FileSystems;
 
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
@@ -35,6 +39,30 @@ public void testExtractSpreadsheetWithArea() throws ParseException, IOException
 		}));
 	}
 
+	@Test
+	public void testExtractBatchSpreadsheetWithArea() throws ParseException, IOException {
+		FileSystem fs = FileSystems.getDefault();
+		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+		Path tmpFolder = Files.createTempDirectory("tabula-java-batch-test");
+		tmpFolder.toFile().deleteOnExit();
+
+		Path copiedPDF = tmpFolder.resolve(fs.getPath("spreadsheet.pdf"));
+		Path sourcePDF = fs.getPath("src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf");
+		Files.copy(sourcePDF, copiedPDF);
+		copiedPDF.toFile().deleteOnExit();
+
+		this.csvFromCommandLineArgs(new String[] {
+				"-b", tmpFolder.toString(),
+				"-p", "1", "-a",
+				"150.56,58.9,654.7,536.12", "-f",
+				"CSV"
+		});
+
+		Path csvPath = tmpFolder.resolve(fs.getPath("spreadsheet.csv"));
+		assertTrue(csvPath.toFile().exists());
+		assertArrayEquals(expectedCsv.getBytes(), Files.readAllBytes(csvPath));
+	}
+
 	@Test
 	public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IOException {
 

From 89271bc907fe431186c287e6d2807aaff1a51f1e Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Tue, 23 Aug 2016 11:49:19 -0400
Subject: [PATCH 107/364] Add error message when specifying a file and -b

---
 src/main/java/technology/tabula/CommandLineApp.java | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 6e596cd2..c684051f 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -81,6 +81,10 @@ public static void main(String[] args) {
 
     public void extractTables(CommandLine line) throws ParseException {
         if (line.hasOption('b')) {
+          if (line.getArgs().length != 0) {
+              throw new ParseException("Filename specified with batch\nTry --help for help");
+          }
+
           File pdfDirectory = new File(line.getOptionValue('b'));
           if (!pdfDirectory.isDirectory()) {
             throw new ParseException("Directory does not exist or is not a directory");
@@ -276,7 +280,7 @@ public static Options buildOptions() {
         o.addOption("u", "use-line-returns", false, "Use embedded line returns in cells. (Only in spreadsheet mode.)");
         o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
         o.addOption(OptionBuilder.withLongOpt("batch")
-            .withDescription("Convert all .pdfs in the provided directory")
+            .withDescription("Convert all .pdfs in the provided directory.")
             .hasArg()
             .withArgName("DIRECTORY")
             .create("b"));

From 931b9ee8e449bb4bf6d534df4ea6ac0453a59d81 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Thu, 25 Aug 2016 17:32:01 -0400
Subject: [PATCH 108/364] tabula-java 0.9.1

---
 README.md                                           |  4 ++--
 pom.xml                                             | 12 ++++++------
 src/main/java/technology/tabula/CommandLineApp.java |  2 +-
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/README.md b/README.md
index 04d650d3..da826d8a 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-0.9.0-jar-with-dependencies.jar --help
+$ java -jar ./target/tabula-0.9.1-jar-with-dependencies.jar --help
 
 usage: tabula [-a <AREA>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
@@ -55,7 +55,7 @@ Tabula helps you extract tables from PDFs
 
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-0.9.0-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-0.9.1-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
diff --git a/pom.xml b/pom.xml
index 51db921b..8a15f77a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.0</version>
+    <version>0.9.1</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,7 +36,7 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-        <tag>tabula-0.9.0</tag>
+        <tag>tabula-0.9.1</tag>
     </scm>
 
     <repositories>
@@ -58,9 +58,9 @@
             <url>https://oss.sonatype.org/content/repositories/snapshots</url>
         </snapshotRepository>
         <repository>
-	    <id>ossrh</id>
-	    <url>https://oss.sonatype.org/service/local/staging/deploy/maven2/</url>
-	</repository>
+            <id>ossrh</id>
+            <url>https://oss.sonatype.org/service/local/staging/deploy/maven2/</url>
+        </repository>
     </distributionManagement>
 
     <reporting>
@@ -234,7 +234,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>1.8.10</version>
+        <version>1.8.12</version>
     </dependency>
 
     <dependency>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 0b8b5853..70d72a58 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -31,7 +31,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "0.9.0";
+    private static String VERSION = "0.9.1";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2016 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 

From 1094d2dfec30c59dda0c727d7ef0303d02856172 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 6 Sep 2016 00:13:09 -0400
Subject: [PATCH 109/364] Addresses #98

---
 src/main/java/technology/tabula/ObjectExtractor.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index b04927fb..0e30e2dd 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -280,7 +280,7 @@ public void fillPath(int windingRule) throws IOException {
         //
         // float[] color_comps =
         // this.getGraphicsState().getNonStrokingColor().getJavaColor().getRGBColorComponents(null);
-        float[] color = this.getGraphicsState().getNonStrokingColor().getJavaColor().getComponents(null);
+        // float[] color = this.getGraphicsState().getNonStrokingColor().getJavaColor().getComponents(null);
         // TODO use color_comps as filter_by_color
         this.strokeOrFillPath(true);
     }

From 586d1ed51c79ff6d5d9c14237fde221877011ef7 Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Wed, 7 Sep 2016 10:44:38 -0400
Subject: [PATCH 110/364] Test & fix bug in calculating bounds of 1 shape

Except for the first iter.next(), which is protected by
shapes.isEmpty(), we must call iter.hasNext() before
each call to iter.next().
---
 src/main/java/technology/tabula/Utils.java    | 56 +++++++++----------
 .../java/technology/tabula/TestUtils.java     | 50 ++++++++++-------
 2 files changed, 57 insertions(+), 49 deletions(-)

diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 66f10045..6a71d094 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -17,45 +17,45 @@ public class Utils {
     public static boolean within(double first, double second, double variance) {
         return second < first + variance && second > first - variance;
     }
-    
+
     public static boolean overlap(double y1, double height1, double y2, double height2, double variance) {
         return within( y1, y2, variance) || (y2 <= y1 && y2 >= y1 - height1) || (y1 <= y2 && y1 >= y2-height2);
     }
-    
+
     public static boolean overlap(double y1, double height1, double y2, double height2) {
         return overlap(y1, height1, y2, height2, 0.1f);
     }
-    
+
     private final static float EPSILON = 0.01f;
-    protected static boolean useQuickSort = useCustomQuickSort(); 
-    
+    protected static boolean useQuickSort = useCustomQuickSort();
+
     public static boolean feq(double f1, double f2) {
         return (Math.abs(f1 - f2) < EPSILON);
     }
-    
+
     public static float round(double d, int decimalPlace) {
         BigDecimal bd = new BigDecimal(Double.toString(d));
         bd = bd.setScale(decimalPlace, BigDecimal.ROUND_HALF_UP);
         return bd.floatValue();
     }
-    
+
     public static Rectangle bounds(Collection<? extends Shape> shapes) {
         if (shapes.isEmpty()) {
             throw new IllegalArgumentException("shapes can't be empty");
         }
-        
+
         Iterator<? extends Shape> iter = shapes.iterator();
         Rectangle rv = new Rectangle();
         rv.setRect(iter.next().getBounds2D());
 
-        do {
+        while (iter.hasNext()) {
             Rectangle2D.union(iter.next().getBounds2D(), rv, rv);
-        } while (iter.hasNext());
-        
+        }
+
         return rv;
-        
+
     }
-    
+
     // range iterator
     public static List<Integer> range(final int begin, final int end) {
         return new AbstractList<Integer>() {
@@ -70,7 +70,7 @@ public int size() {
             }
         };
     }
-    
+
 
     /* from apache.commons-lang */
     public static boolean isNumeric(final CharSequence cs) {
@@ -85,7 +85,7 @@ public static boolean isNumeric(final CharSequence cs) {
         }
         return true;
     }
-    
+
     public static String join(String glue, String...s) {
         int k = s.length;
         if ( k == 0 )
@@ -100,7 +100,7 @@ public static String join(String glue, String...s) {
         }
         return out.toString();
     }
-    
+
     public static <T> List<List<T>> transpose(List<List<T>> table) {
         List<List<T>> ret = new ArrayList<List<T>>();
         final int N = table.get(0).size();
@@ -116,7 +116,7 @@ public static <T> List<List<T>> transpose(List<List<T>> table) {
 
     /**
      * Wrap Collections.sort so we can fallback to a non-stable quicksort
-     * if we're running on JDK7+ 
+     * if we're running on JDK7+
      */
     public static <T extends Comparable<? super T>> void sort(List<T> list) {
         if (useQuickSort) {
@@ -126,10 +126,10 @@ public static <T extends Comparable<? super T>> void sort(List<T> list) {
             Collections.sort(list);
         }
     }
-    
+
     private static boolean useCustomQuickSort() {
         // taken from PDFBOX:
-        
+
         // check if we need to use the custom quicksort algorithm as a
         // workaround to the transitivity issue of TextPositionComparator:
         // https://issues.apache.org/jira/browse/PDFBOX-1512
@@ -151,36 +151,36 @@ private static boolean useCustomQuickSort() {
         String useLegacySort = System.getProperty("java.util.Arrays.useLegacyMergeSort");
         return !is16orLess || (useLegacySort != null && useLegacySort.equals("true"));
     }
-    
-    
-    
+
+
+
     public static List<Integer> parsePagesOption(String pagesSpec) throws ParseException {
         if (pagesSpec.equals("all")) {
             return null;
         }
-        
+
         List<Integer> rv = new ArrayList<Integer>();
-        
+
         String[] ranges = pagesSpec.split(",");
         for (int i = 0; i < ranges.length; i++) {
             String[] r = ranges[i].split("-");
             if (r.length == 0 || !Utils.isNumeric(r[0]) || r.length > 1 && !Utils.isNumeric(r[1])) {
                 throw new ParseException("Syntax error in page range specification");
             }
-            
+
             if (r.length < 2) {
                 rv.add(Integer.parseInt(r[0]));
             }
             else {
                 int t = Integer.parseInt(r[0]);
-                int f = Integer.parseInt(r[1]); 
+                int f = Integer.parseInt(r[1]);
                 if (t > f) {
                     throw new ParseException("Syntax error in page range specification");
                 }
-                rv.addAll(Utils.range(t, f+1));       
+                rv.addAll(Utils.range(t, f+1));
             }
         }
-        
+
         Collections.sort(rv);
         return rv;
     }
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index 72967df0..6837364d 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -15,12 +15,12 @@
 import org.junit.Test;
 
 public class TestUtils {
-    
-    public static final Ruling[] RULINGS = { 
+
+    public static final Ruling[] RULINGS = {
         new Ruling(new Point2D.Float(0, 0), new Point2D.Float(1,1)),
-        new Ruling(new Point2D.Float(2, 2), new Point2D.Float(3,3)) 
+        new Ruling(new Point2D.Float(2, 2), new Point2D.Float(3,3))
     };
-    
+
     public static final Rectangle[] RECTANGLES = {
         new Rectangle(),
         new Rectangle(0, 0, 2, 4)
@@ -35,29 +35,37 @@ public void testBoundsOfTwoRulings() {
         assertEquals(3, r.getWidth(), 0);
         assertEquals(3, r.getHeight(), 0);
     }
-    
+
     @Test
     public void testBoundsOfOneEmptyRectangleAndAnotherNonEmpty() {
         Rectangle r = Utils.bounds(Arrays.asList(RECTANGLES));
         assertEquals(r, RECTANGLES[1]);
     }
-    
+
+    @Test
+    public void testBoundsOfOneRectangle() {
+        ArrayList<Rectangle> shapes = new ArrayList();
+        shapes.add(new Rectangle(0, 0, 20, 40));
+        Rectangle r = Utils.bounds(shapes);
+        assertEquals(r, shapes.get(0));
+    }
+
     @Test
     public void testParsePagesOption() throws ParseException {
-        
+
         List<Integer> rv = Utils.parsePagesOption("1");
         assertArrayEquals(new Integer[] { 1 }, rv.toArray());
-        
+
         rv = Utils.parsePagesOption("1-4");
         assertArrayEquals(new Integer[] { 1,2,3,4 }, rv.toArray());
-        
+
         rv = Utils.parsePagesOption("1-4,20-24");
         assertArrayEquals(new Integer[] { 1,2,3,4,20,21,22,23,24 }, rv.toArray());
-        
+
         rv = Utils.parsePagesOption("all");
         assertNull(rv);
     }
-    
+
     @Test(expected=ParseException.class)
     public void testExceptionInParsePages() throws ParseException {
         Utils.parsePagesOption("1-4,24-22");
@@ -72,39 +80,39 @@ public void testAnotherExceptionInParsePages() throws ParseException {
     public void testQuickSortEmptyList() {
     	List<Integer> numbers = new ArrayList<Integer>();
     	QuickSort.sort(numbers);
-    	
+
     	assertEquals(Collections.emptyList(), numbers);
     }
-    
+
     @Test
     public void testQuickSortOneElementList() {
     	List<Integer> numbers = Arrays.asList(5);
     	QuickSort.sort(numbers);
-    	
+
     	assertEquals(Arrays.asList(5), numbers);
     }
-    
+
     @Test
     public void testQuickSortShortList() {
     	List<Integer> numbers = Arrays.asList(4, 5, 6, 8, 7, 1, 2, 3);
     	QuickSort.sort(numbers);
-    	
+
     	assertEquals(Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8), numbers);
     }
-    
+
     @Test
     public void testQuickSortLongList() {
-    	
+
     	List<Integer> numbers = new ArrayList<Integer>();
     	List<Integer> expectedNumbers = new ArrayList<Integer>();
-    	
+
     	for(int i = 0; i <= 12000; i++){
     		numbers.add(12000 - i);
     		expectedNumbers.add(i);
     	}
-    	
+
     	QuickSort.sort(numbers);
-    	
+
     	assertEquals(expectedNumbers, numbers);
     }
 

From e5d8ca836c319037c743c12eebbe3101c6998f7b Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Wed, 7 Sep 2016 11:17:41 -0400
Subject: [PATCH 111/364] Add logging when an error occurs in batch mode

---
 src/main/java/technology/tabula/CommandLineApp.java | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 940bb4d4..e2c94aba 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -113,7 +113,12 @@ public boolean accept(File dir, String name) {
 
         for (File pdfFile : pdfs) {
           File outputFile = new File(getOutputFilename(pdfFile));
-          extractFileInto(pdfFile, outputFile);
+          try {
+            extractFileInto(pdfFile, outputFile);
+          } catch (ParseException e) {
+            System.err.println("Caught exception while processing file: " + pdfFile.toString());
+            throw e;
+          }
         }
     }
 

From a747549eb66bab9992a97957e0cbf98f8026a477 Mon Sep 17 00:00:00 2001
From: Alex Wilson <aewilson@ualberta.ca>
Date: Wed, 7 Sep 2016 12:57:23 -0400
Subject: [PATCH 112/364] Add -b option to README list of start-up mitagations

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 755497df..eed9b0ca 100644
--- a/README.md
+++ b/README.md
@@ -63,6 +63,7 @@ You can also integrate `tabula-java` with any JVM language. For Java examples, s
 
 JVM start-up time is a lot of the cost of the `tabula` command, so if you're trying to extract many tables from PDFs, you have a few options for speeding it up:
 
+ - the -b option, which allows you to convert all pdfs in a given directory
  - the [drip](https://github.com/ninjudd/drip) utility
  - the [Ruby](http://github.com/tabulapdf/tabula-extractor), [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
  - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.

From 793525a871c5e0374c6c5c22a2141ae7c7728ab4 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sun, 11 Sep 2016 17:30:45 -0400
Subject: [PATCH 113/364] adds link to @chezou's Python bindings

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 755497df..02881d28 100644
--- a/README.md
+++ b/README.md
@@ -64,7 +64,7 @@ You can also integrate `tabula-java` with any JVM language. For Java examples, s
 JVM start-up time is a lot of the cost of the `tabula` command, so if you're trying to extract many tables from PDFs, you have a few options for speeding it up:
 
  - the [drip](https://github.com/ninjudd/drip) utility
- - the [Ruby](http://github.com/tabulapdf/tabula-extractor), [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
+ - the [Ruby](http://github.com/tabulapdf/tabula-extractor), [Python](https://github.com/chezou/tabula-py), [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
  - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.
  - waiting for us to implement an API/server-style system (it's on the roadmap)
 

From 0c9a2f61f1489341aca3619f5d2aa83b9e7fcc2a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 22 Sep 2016 17:18:52 -0400
Subject: [PATCH 114/364] Added 'Contributing' section

---
 README.md | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/README.md b/README.md
index 02881d28..4bb6ae73 100644
--- a/README.md
+++ b/README.md
@@ -75,3 +75,29 @@ Clone this repo and run:
 ```
 mvn clean compile assembly:single
 ```
+
+## Contributing
+
+Interested in helping out? We'd love to have your help!
+
+You can help by:
+
+- [Reporting a bug](https://github.com/tabulapdf/tabula-java/issues).
+- Adding or editing documentation.
+- Contributing code via a Pull Request.
+- Spreading the word about `tabula-java` to people who might be able to benefit from using it.
+
+### Backers
+
+You can also support our continued work on `tabula-java` with a one-time or monthly donation [on OpenCollective](https://opencollective.com/tabulapdf#support). Organizations who use `tabula-java` can also [sponsor the project](https://opencollective.com/tabulapdf#support) for acknolwedgement on [our official site](http://tabula.technology/) and this README.
+
+Special thanks to the following users and organizations for generously supporting Tabula with donations and grants:
+
+<a href="https://opencollective.com/tabulapdf/backer/0/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/0/avatar"></a>
+<a href="https://opencollective.com/tabulapdf/backer/1/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/1/avatar"></a>
+<a href="https://opencollective.com/tabulapdf/backer/2/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/2/avatar"></a>
+<a href="https://opencollective.com/tabulapdf/backer/3/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/3/avatar"></a>
+<a href="https://opencollective.com/tabulapdf/backer/4/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/4/avatar"></a>
+<a href="https://opencollective.com/tabulapdf/backer/5/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/5/avatar"></a>
+
+<a title="The John S. and James L. Knight Foundation" href="http://www.knightfoundation.org/" target="_blank"><img alt="The John S. and James L. Knight Foundation" src="http://www.knightfoundation.org/media/uploads/media_images/knight-logo-300.jpg"></a>

From 6a3e32e84fb11520fba7f6f73156e7b77c1c9a5f Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <manuel@jazzido.com>
Date: Wed, 28 Sep 2016 16:44:42 -0400
Subject: [PATCH 115/364] update dependencies

---
 pom.xml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/pom.xml b/pom.xml
index 8a15f77a..5f326492 100644
--- a/pom.xml
+++ b/pom.xml
@@ -222,13 +222,13 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.20</version>
+        <version>1.7.21</version>
     </dependency>
 
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.7.20</version>
+        <version>1.7.21</version>
     </dependency>
 
     <dependency>
@@ -240,13 +240,13 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.54</version>
+        <version>1.55</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.54</version>
+        <version>1.55</version>
     </dependency>
 
     <dependency>
@@ -265,13 +265,13 @@
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.2</version>
+        <version>1.4</version>
     </dependency>
 
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.6.2</version>
+        <version>2.7</version>
     </dependency>
 </dependencies>
 

From 1df29be8ac3dcf70698490921b3969e81d3fed41 Mon Sep 17 00:00:00 2001
From: Marcos Marado <mindboosternoori@gmail.com>
Date: Wed, 12 Oct 2016 17:40:51 +0100
Subject: [PATCH 116/364] add link to tabula-api work-in-progress

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 4bb6ae73..656f01c9 100644
--- a/README.md
+++ b/README.md
@@ -66,7 +66,7 @@ JVM start-up time is a lot of the cost of the `tabula` command, so if you're try
  - the [drip](https://github.com/ninjudd/drip) utility
  - the [Ruby](http://github.com/tabulapdf/tabula-extractor), [Python](https://github.com/chezou/tabula-py), [R](https://github.com/leeper/tabulizer), and [Node.js](https://github.com/ezodude/tabula-js) bindings
  - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.
- - waiting for us to implement an API/server-style system (it's on the roadmap)
+ - waiting for us to implement an API/server-style system (it's on the [roadmap](https://github.com/tabulapdf/tabula-api))
 
 ## Building from Source
 

From 6e1b540e8efdaeb6585ad7e13905cf58421111a1 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sat, 19 Nov 2016 16:08:35 -0500
Subject: [PATCH 117/364] rename spreadsheet/no-spreadsheet to lattice/stream
 to match web UI in CLI arguments and names of extraction algorithms

---
 src/main/java/technology/tabula/CommandLineApp.java         | 6 ++++--
 .../tabula/extractors/BasicExtractionAlgorithm.java         | 2 +-
 .../tabula/extractors/SpreadsheetExtractionAlgorithm.java   | 2 +-
 3 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 70d72a58..93413d0d 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -248,8 +248,10 @@ public static Options buildOptions() {
         o.addOption("h", "help", false, "Print this help text.");
         o.addOption("g", "guess", false, "Guess the portion of the page to analyze per page.");
         o.addOption("d", "debug", false, "Print detected table areas instead of processing");
-        o.addOption("r", "spreadsheet", false, "Force PDF to be extracted using spreadsheet-style extraction (if there are ruling lines separating each cell, as in a PDF of an Excel spreadsheet)");
-        o.addOption("n", "no-spreadsheet", false, "Force PDF not to be extracted using spreadsheet-style extraction (if there are ruling lines separating each cell, as in a PDF of an Excel spreadsheet)");
+        o.addOption("r", "spreadsheet", false, "[Deprecated in favor of -l/--lattice] Force PDF to be extracted using spreadsheet-style extraction (if there are ruling lines separating each cell, as in a PDF of an Excel spreadsheet)");
+        o.addOption("n", "no-spreadsheet", false, "[Deprecated in favor of -t/--stream] Force PDF not to be extracted using spreadsheet-style extraction (if there are no ruling lines separating each cell)");
+        o.addOption("l", "lattice", false, "Force PDF to be extracted using lattice-mode extraction (if there are ruling lines separating each cell, as in a PDF of an Excel spreadsheet)");
+        o.addOption("t", "stream", false, "Force PDF to be extracted using stream-mode extraction (if there are no ruling lines separating each cell)");
         o.addOption("i", "silent", false, "Suppress all stderr output.");
         o.addOption("u", "use-line-returns", false, "Use embedded line returns in cells. (Only in spreadsheet mode.)");
         o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index 5b83f0ed..3b22f44e 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -99,7 +99,7 @@ public int compare(TextChunk o1, TextChunk o2) {
     
     @Override
     public String toString() {
-        return "basic";
+        return "stream";
     }
     
     
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 321ee88a..532f95fe 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -336,7 +336,7 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
     
     @Override
     public String toString() {
-        return "spreadsheet";
+        return "lattice";
     }
     
     private enum Direction {

From 63c091ff22ec1d3df5771f2dc823950aae15e1a3 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sat, 19 Nov 2016 23:12:46 -0500
Subject: [PATCH 118/364] possible fix (as yet untested) for #78

---
 src/main/java/technology/tabula/TextElement.java | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 34b1b14d..31167390 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -118,7 +118,12 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
             return textChunks;
         }
         
-        textChunks.add(new TextChunk(textElements.remove(0)));
+        // it's a problem that this `remove` is side-effecty
+        // other things depend on `textElements` and it can sometimes lead to the first textElement in textElement
+        // not appearing in the final output because it's been removed here.
+        // https://github.com/tabulapdf/tabula-java/issues/78
+        List<TextElement> copyOfTextElements = new ArrayList<TextElement>(textElements);
+        textChunks.add(new TextChunk(copyOfTextElements.remove(0)));
         TextChunk firstTC = textChunks.get(0); 
         
         float previousAveCharWidth = (float) firstTC.getWidth();
@@ -133,7 +138,7 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
         TextChunk currentChunk;
         boolean sameLine, acrossVerticalRuling;
         
-        for (TextElement chr : textElements) {
+        for (TextElement chr : copyOfTextElements) {
             currentChunk = textChunks.get(textChunks.size() - 1);
             prevChar = currentChunk.textElements.get(currentChunk.textElements.size() - 1);
             

From 44ba07ab4aabac42064e2c4f00e2ae28cd849c63 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremy.merrill@nytimes.com>
Date: Mon, 21 Nov 2016 12:12:23 -0500
Subject: [PATCH 119/364] adds test for #78, confirms that the fix works

---
 .../technology/tabula/TestTextElement.java     | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/src/test/java/technology/tabula/TestTextElement.java b/src/test/java/technology/tabula/TestTextElement.java
index e6ced932..d662d5ab 100644
--- a/src/test/java/technology/tabula/TestTextElement.java
+++ b/src/test/java/technology/tabula/TestTextElement.java
@@ -92,6 +92,24 @@ public void mergeFourElementsIntoOneWord() {
 		
 	}
 	
+	@Test
+	public void mergeElementsShouldBeIdempotent() {
+		/*
+	   * a bug in TextElement.merge_words would delete the first TextElement in the array
+	   * it was called with. Discussion here: https://github.com/tabulapdf/tabula-java/issues/78
+	   */
+
+		List<TextElement> elements = new ArrayList<TextElement>();
+		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
+		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
+		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
+		elements.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
+		
+		List<TextChunk> words = TextElement.mergeWords(elements);
+		List<TextChunk> words2 = TextElement.mergeWords(elements);
+		Assert.assertEquals(words, words2);
+	}
+
 	@Test
 	public void mergeElementsWithSkippingRules() {
 		

From 1cd45a5718497f92c7c333a318ea56380d87dabd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 21 Nov 2016 19:42:58 -0500
Subject: [PATCH 120/364] refactored
 TestBasicExtractor.testNaturalOrderOfRectanglesOneMoreTime (moved list of
 rectangles to a CSV file)

---
 .../technology/tabula/TestBasicExtractor.java | 1651 +----------------
 ...Extractor-RECTANGLE_TEST_NATURAL_ORDER.csv | 1626 ++++++++++++++++
 2 files changed, 1645 insertions(+), 1632 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/csv/TestBasicExtractor-RECTANGLE_TEST_NATURAL_ORDER.csv

diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index 32cbde9d..f59f92ec 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -2,13 +2,18 @@
 
 import static org.junit.Assert.*;
 
+import java.io.File;
 import java.io.IOException;
+import java.nio.charset.Charset;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 
 import junit.framework.Assert;
 
+import org.apache.commons.csv.CSVFormat;
+import org.apache.commons.csv.CSVParser;
+import org.apache.commons.csv.CSVRecord;
 import org.junit.Test;
 
 import technology.tabula.Page;
@@ -153,1634 +158,6 @@ public class TestBasicExtractor {
         };
 
 
-    private static final Rectangle[] RECTANGLES_TEST_NATURAL_ORDER = {
-            new Rectangle(38.368214f, 405.48f, 6.5260315f, 6.1515007f),
-            new Rectangle(38.368214f, 412.02048f, 5.2577515f, 6.1515007f),
-            new Rectangle(38.368214f, 417.3023f, 4.8965454f, 6.1515007f),
-            new Rectangle(38.368214f, 422.26788f, 2.7211914f, 6.1515007f),
-            new Rectangle(38.368214f, 425.0292f, 2.4161682f, 6.1515007f),
-            new Rectangle(38.368214f, 427.5144f, 5.4825134f, 6.1515007f),
-            new Rectangle(38.368214f, 432.97363f, 5.1935425f, 6.1515007f),
-            new Rectangle(38.368214f, 438.2362f, 2.7211914f, 6.1515007f),
-            new Rectangle(38.368214f, 440.93732f, 2.2235107f, 6.1515007f),
-            new Rectangle(38.368214f, 443.15842f, 4.8965454f, 6.1515007f),
-            new Rectangle(38.368214f, 448.124f, 4.8804626f, 6.1515007f),
-            new Rectangle(38.368214f, 453.04462f, 7.529419f, 6.1515007f),
-            new Rectangle(38.368214f, 460.60452f, 5.4744873f, 6.1515007f),
-            new Rectangle(38.368214f, 466.18335f, 5.217621f, 6.1515007f),
-            new Rectangle(38.368214f, 471.40417f, 2.4161682f, 6.1515007f),
-            new Rectangle(38.368214f, 473.8661f, 2.2235107f, 6.1515007f),
-            new Rectangle(38.368214f, 476.0872f, 4.01355f, 6.1515007f),
-            new Rectangle(38.368214f, 480.10715f, 2.2235107f, 6.1515007f),
-            new Rectangle(38.368214f, 482.38846f, 4.8724365f, 6.1515007f),
-            new Rectangle(38.368214f, 487.32996f, 4.3025208f, 6.1515007f),
-            new Rectangle(38.368214f, 491.7015f, 7.376892f, 6.1515007f),
-            new Rectangle(38.368214f, 499.0816f, 2.2235107f, 6.1515007f),
-            new Rectangle(38.368214f, 501.3629f, 4.4470215f, 6.1515007f),
-            new Rectangle(38.368214f, 505.87897f, 4.4470215f, 6.1515007f),
-            new Rectangle(38.368214f, 510.31717f, 2.2234802f, 6.1515007f),
-            new Rectangle(49.408497f, 462.0598f, 2.2235107f, 6.1515007f),
-            new Rectangle(49.408497f, 464.2809f, 3.893158f, 6.1515007f),
-            new Rectangle(49.408497f, 468.1861f, 1.6054077f, 6.1515007f),
-            new Rectangle(49.408497f, 469.80356f, 4.8965454f, 6.1515007f),
-            new Rectangle(49.408497f, 474.78436f, 5.4825134f, 6.1515007f),
-            new Rectangle(49.408497f, 480.2436f, 1.6054077f, 6.1515007f),
-            new Rectangle(49.408497f, 481.92206f, 2.2235107f, 6.1515007f),
-            new Rectangle(49.408497f, 484.14316f, 4.8724365f, 6.1515007f),
-            new Rectangle(49.408497f, 489.02765f, 5.217621f, 6.1515007f),
-            new Rectangle(49.408497f, 494.30865f, 5.4744873f, 6.1515007f),
-            new Rectangle(49.408497f, 499.79517f, 5.2577515f, 6.1515007f),
-            new Rectangle(49.408497f, 505.1372f, 2.4161682f, 6.1515007f),
-            new Rectangle(49.408497f, 507.5654f, 2.7211914f, 6.1515007f),
-            new Rectangle(49.408497f, 510.2986f, 2.2234802f, 6.1515007f),
-            new Rectangle(793.4082f, 85.08f, 7.3170013f, 6.1515007f),
-            new Rectangle(793.4082f, 92.3403f, 6.6600037f, 6.1515007f),
-            new Rectangle(793.4082f, 99.1227f, 5.4629974f, 6.1515007f),
-            new Rectangle(793.4082f, 104.58301f, 4.4820023f, 6.1515007f),
-            new Rectangle(793.4082f, 109.022705f, 6.6600037f, 6.1515007f),
-            new Rectangle(793.4082f, 115.744804f, 2.4930038f, 6.1515007f),
-            new Rectangle(793.4082f, 437.04028f, 5.328003f, 6.1515007f),
-            new Rectangle(793.4082f, 442.36377f, 6.147003f, 6.1515007f),
-            new Rectangle(793.4082f, 448.50626f, 6.057007f, 6.1515007f),
-            new Rectangle(793.4082f, 454.55875f, 5.850006f, 6.1515007f),
-            new Rectangle(793.4082f, 460.40424f, 2.4930115f, 6.1515007f),
-            new Rectangle(793.4082f, 462.92514f, 4.9859924f, 6.1515007f),
-            new Rectangle(793.4082f, 467.90665f, 4.9859924f, 6.1515007f),
-            new Rectangle(793.4082f, 472.88815f, 4.9859924f, 6.1515007f),
-            new Rectangle(793.4082f, 477.86966f, 2.4930115f, 6.1515007f),
-            new Rectangle(793.4082f, 480.39056f, 5.894989f, 6.1515007f),
-            new Rectangle(793.4082f, 486.28107f, 2.8259888f, 6.1515007f),
-            new Rectangle(793.4082f, 489.10257f, 2.4930115f, 6.1515007f),
-            new Rectangle(793.4082f, 491.62347f, 4.9859924f, 6.1515007f),
-            new Rectangle(793.4082f, 496.60498f, 4.9859924f, 6.1515007f),
-            new Rectangle(793.4082f, 501.5865f, 4.9859924f, 6.1515007f),
-            new Rectangle(793.4082f, 506.568f, 2.4930115f, 6.1515007f),
-            new Rectangle(805.94824f, 510.3f, 2.492981f, 6.1515007f),
-            new Rectangle(120.76954f, 155.28f, 5.7591705f, 5.5301404f),
-            new Rectangle(120.76954f, 161.03598f, 4.873764f, 5.5301404f),
-            new Rectangle(120.76954f, 165.90656f, 4.873764f, 5.5301404f),
-            new Rectangle(120.76954f, 170.77713f, 4.873764f, 5.5301404f),
-            new Rectangle(120.76954f, 175.6477f, 2.6562347f, 5.5301404f),
-            new Rectangle(120.76954f, 178.30075f, 3.1029358f, 5.5301404f),
-            new Rectangle(120.76954f, 181.4005f, 4.4350433f, 5.5301404f),
-            new Rectangle(115.60969f, 217.92023f, 5.320465f, 5.5301404f),
-            new Rectangle(115.60969f, 223.24467f, 4.4350433f, 5.5301404f),
-            new Rectangle(115.60969f, 227.68372f, 2.2175293f, 5.5301404f),
-            new Rectangle(115.60969f, 229.90523f, 2.2175293f, 5.5301404f),
-            new Rectangle(115.60969f, 232.12674f, 4.873764f, 5.5301404f),
-            new Rectangle(115.60969f, 237.00449f, 2.2175293f, 5.5301404f),
-            new Rectangle(115.60969f, 239.226f, 3.1029358f, 5.5301404f),
-            new Rectangle(115.60969f, 242.33292f, 4.4350433f, 5.5301404f),
-            new Rectangle(115.60969f, 246.77196f, 4.873764f, 5.5301404f),
-            new Rectangle(115.60969f, 251.6497f, 2.2175293f, 5.5301404f),
-            new Rectangle(115.60969f, 253.87122f, 2.2175293f, 5.5301404f),
-            new Rectangle(115.60969f, 256.0927f, 4.4350586f, 5.5301404f),
-            new Rectangle(115.60969f, 260.53174f, 4.4350586f, 5.5301404f),
-            new Rectangle(115.60969f, 264.97076f, 2.2175293f, 5.5301404f),
-            new Rectangle(125.989265f, 219.60011f, 4.873764f, 5.5301404f),
-            new Rectangle(125.989265f, 224.47467f, 4.4350433f, 5.5301404f),
-            new Rectangle(125.989265f, 228.9105f, 3.1029358f, 5.5301404f),
-            new Rectangle(125.989265f, 232.01424f, 2.2175293f, 5.5301404f),
-            new Rectangle(125.989265f, 234.23575f, 4.4350433f, 5.5301404f),
-            new Rectangle(125.989265f, 238.67159f, 4.873764f, 5.5301404f),
-            new Rectangle(125.989265f, 243.54614f, 4.873764f, 5.5301404f),
-            new Rectangle(125.989265f, 248.4207f, 4.873764f, 5.5301404f),
-            new Rectangle(125.989265f, 253.29526f, 2.6562347f, 5.5301404f),
-            new Rectangle(125.989265f, 255.9523f, 3.1029358f, 5.5301404f),
-            new Rectangle(125.989265f, 259.05603f, 4.4350586f, 5.5301404f),
-            new Rectangle(110.38917f, 285.3002f, 5.759186f, 5.5301404f),
-            new Rectangle(110.38917f, 291.05618f, 4.873749f, 5.5301404f),
-            new Rectangle(110.38917f, 295.92676f, 7.091278f, 5.5301404f),
-            new Rectangle(110.38917f, 303.01486f, 4.873749f, 5.5301404f),
-            new Rectangle(110.38917f, 307.88544f, 4.4350586f, 5.5301404f),
-            new Rectangle(110.38917f, 312.3173f, 3.1029358f, 5.5301404f),
-            new Rectangle(110.38917f, 315.41702f, 2.2175293f, 5.5301404f),
-            new Rectangle(110.38917f, 317.63852f, 4.873749f, 5.5301404f),
-            new Rectangle(110.38917f, 322.5091f, 2.65625f, 5.5301404f),
-            new Rectangle(110.38917f, 325.16214f, 2.2175293f, 5.5301404f),
-            new Rectangle(120.76954f, 275.22003f, 3.1029358f, 5.5301404f),
-            new Rectangle(120.76954f, 278.32855f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 282.7692f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 287.20984f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 291.65048f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 296.09113f, 3.1029358f, 5.5301404f),
-            new Rectangle(120.76954f, 299.19965f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 303.6403f, 4.873749f, 5.5301404f),
-            new Rectangle(120.76954f, 308.51962f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 312.96027f, 3.1029358f, 5.5301404f),
-            new Rectangle(120.76954f, 316.0688f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 320.50943f, 2.2175293f, 5.5301404f),
-            new Rectangle(120.76954f, 322.73093f, 4.873749f, 5.5301404f),
-            new Rectangle(120.76954f, 327.61026f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 332.0509f, 3.1029358f, 5.5301404f),
-            new Rectangle(120.76954f, 335.15942f, 2.2175293f, 5.5301404f),
-            new Rectangle(131.14992f, 284.70035f, 4.4350586f, 5.5301404f),
-            new Rectangle(131.14992f, 289.133f, 4.873749f, 5.5301404f),
-            new Rectangle(131.14992f, 294.00436f, 4.873749f, 5.5301404f),
-            new Rectangle(131.14992f, 298.87573f, 4.873749f, 5.5301404f),
-            new Rectangle(131.14992f, 303.7471f, 2.65625f, 5.5301404f),
-            new Rectangle(131.14992f, 306.40094f, 3.1029358f, 5.5301404f),
-            new Rectangle(131.14992f, 309.5015f, 4.4350586f, 5.5301404f),
-            new Rectangle(131.14992f, 313.76025f, 2.2175293f, 5.5301404f),
-            new Rectangle(131.14992f, 315.98175f, 2.65625f, 5.5301404f),
-            new Rectangle(131.14992f, 318.6356f, 4.4350586f, 5.5301404f),
-            new Rectangle(131.14992f, 323.06824f, 2.65625f, 5.5301404f),
-            new Rectangle(120.76954f, 360.60025f, 4.873749f, 5.5301404f),
-            new Rectangle(120.76954f, 365.4724f, 2.2175293f, 5.5301404f),
-            new Rectangle(120.76954f, 367.6939f, 2.65625f, 5.5301404f),
-            new Rectangle(120.76954f, 370.34854f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 374.78198f, 2.65625f, 5.5301404f),
-            new Rectangle(120.76954f, 403.82193f, 5.759186f, 5.5301404f),
-            new Rectangle(120.76954f, 409.3402f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 413.77365f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 418.2071f, 4.873749f, 5.5301404f),
-            new Rectangle(120.76954f, 423.07925f, 3.1029358f, 5.5301404f),
-            new Rectangle(120.76954f, 426.1806f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 430.61404f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 435.0475f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 439.30624f, 2.2175293f, 5.5301404f),
-            new Rectangle(120.76954f, 441.52774f, 4.873749f, 5.5301404f),
-            new Rectangle(120.76954f, 446.3999f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 450.83334f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 455.0921f, 4.4350586f, 5.5301404f),
-            new Rectangle(120.76954f, 459.53113f, 2.2175293f, 5.5301404f),
-            new Rectangle(148.37137f, 132.9f, 5.5688934f, 6.6683106f),
-            new Rectangle(148.37137f, 138.4699f, 5.5688934f, 6.6683106f),
-            new Rectangle(148.37137f, 144.0398f, 2.7844543f, 6.6683106f),
-            new Rectangle(148.37137f, 146.82524f, 5.0079956f, 6.6683106f),
-            new Rectangle(148.37137f, 151.83424f, 2.2235565f, 6.6683106f),
-            new Rectangle(148.37137f, 154.05879f, 5.5688934f, 6.6683106f),
-            new Rectangle(148.37137f, 238.71704f, 5.5688934f, 6.6683106f),
-            new Rectangle(148.37137f, 292.7153f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 298.2852f, 2.7844543f, 6.6683106f),
-            new Rectangle(148.37137f, 301.07065f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 306.64053f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 312.21042f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 350.90823f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 356.47812f, 2.7844543f, 6.6683106f),
-            new Rectangle(148.37137f, 359.26358f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 364.83347f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 370.40335f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 375.97324f, 5.5689087f, 6.6683106f),
-            new Rectangle(148.37137f, 381.54312f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 132.9f, 8.343323f, 6.6683106f),
-            new Rectangle(160.85129f, 141.24632f, 5.5688934f, 6.6683106f),
-            new Rectangle(160.85129f, 146.81822f, 2.2235565f, 6.6683106f),
-            new Rectangle(160.85129f, 149.04478f, 2.7844543f, 6.6683106f),
-            new Rectangle(160.85129f, 151.83224f, 5.5688934f, 6.6683106f),
-            new Rectangle(160.85129f, 235.89052f, 5.5688934f, 6.6683106f),
-            new Rectangle(160.85129f, 241.46942f, 5.5688934f, 6.6683106f),
-            new Rectangle(160.85129f, 296.908f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 302.4799f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 308.0518f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 350.89023f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 356.46213f, 2.7844543f, 6.6683106f),
-            new Rectangle(160.85129f, 359.24957f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 364.82147f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 370.39337f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 375.96527f, 5.5689087f, 6.6683106f),
-            new Rectangle(160.85129f, 381.53717f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 132.9f, 2.7844543f, 6.6683106f),
-            new Rectangle(173.3312f, 135.69044f, 5.0079956f, 6.6683106f),
-            new Rectangle(173.3312f, 140.70445f, 5.5688934f, 6.6683106f),
-            new Rectangle(173.3312f, 146.27936f, 2.2235565f, 6.6683106f),
-            new Rectangle(173.3312f, 148.50893f, 5.5688934f, 6.6683106f),
-            new Rectangle(173.3312f, 154.08383f, 5.5688934f, 6.6683106f),
-            new Rectangle(173.3312f, 159.65874f, 5.5688934f, 6.6683106f),
-            new Rectangle(173.3312f, 235.85646f, 5.5688934f, 6.6683106f),
-            new Rectangle(173.3312f, 241.43137f, 5.5688934f, 6.6683106f),
-            new Rectangle(173.3312f, 292.66922f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 298.24414f, 2.7844543f, 6.6683106f),
-            new Rectangle(173.3312f, 301.0346f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 306.60953f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 312.18445f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 350.88226f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 356.45718f, 2.7844543f, 6.6683106f),
-            new Rectangle(173.3312f, 359.24765f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 364.82257f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 370.3975f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 375.9724f, 5.5689087f, 6.6683106f),
-            new Rectangle(173.3312f, 381.54733f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 132.9f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 138.47389f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 144.04779f, 5.0079956f, 6.6683106f),
-            new Rectangle(185.81113f, 149.06079f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 154.63469f, 8.343323f, 6.6683106f),
-            new Rectangle(185.81113f, 162.98303f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 168.55693f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 174.13083f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 179.70473f, 3.3353271f, 6.6683106f),
-            new Rectangle(185.81113f, 183.04506f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 235.8434f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 241.4223f, 5.5688934f, 6.6683106f),
-            new Rectangle(185.81113f, 292.66016f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 298.23907f, 2.7844543f, 6.6683106f),
-            new Rectangle(185.81113f, 301.02853f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 306.60245f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 312.17636f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 350.87418f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 356.4481f, 2.7844543f, 6.6683106f),
-            new Rectangle(185.81113f, 359.23755f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 364.81146f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 370.38538f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 375.9593f, 5.5689087f, 6.6683106f),
-            new Rectangle(185.81113f, 381.5332f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 132.9f, 2.7844543f, 6.6683106f),
-            new Rectangle(198.05154f, 135.69145f, 5.0079956f, 6.6683106f),
-            new Rectangle(198.05154f, 140.70647f, 3.3353271f, 6.6683106f),
-            new Rectangle(198.05154f, 144.04881f, 5.5688934f, 6.6683106f),
-            new Rectangle(198.05154f, 149.62473f, 5.5688934f, 6.6683106f),
-            new Rectangle(198.05154f, 155.20064f, 2.2235565f, 6.6683106f),
-            new Rectangle(198.05154f, 235.83844f, 5.5688934f, 6.6683106f),
-            new Rectangle(198.05154f, 241.41435f, 5.5688934f, 6.6683106f),
-            new Rectangle(198.05154f, 289.8928f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 295.4687f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 301.0446f, 2.7844543f, 6.6683106f),
-            new Rectangle(198.05154f, 303.83606f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 309.41196f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 314.98785f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 350.86615f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 356.44205f, 2.7844543f, 6.6683106f),
-            new Rectangle(198.05154f, 359.23352f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 364.80942f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 370.3853f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 375.9612f, 5.5689087f, 6.6683106f),
-            new Rectangle(198.05154f, 381.5371f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(211.49136f, 140.13855f, 5.0079956f, 6.6683106f),
-            new Rectangle(211.49136f, 145.15356f, 5.5688934f, 6.6683106f),
-            new Rectangle(211.49136f, 150.72948f, 3.3353271f, 6.6683106f),
-            new Rectangle(211.49136f, 154.07182f, 5.5688934f, 6.6683106f),
-            new Rectangle(211.49136f, 159.64774f, 5.0079956f, 6.6683106f),
-            new Rectangle(211.49136f, 235.84846f, 5.5688934f, 6.6683106f),
-            new Rectangle(211.49136f, 241.42438f, 5.5688934f, 6.6683106f),
-            new Rectangle(211.49136f, 292.66324f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 298.23914f, 2.7844543f, 6.6683106f),
-            new Rectangle(211.49136f, 301.0306f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 306.6065f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 312.1824f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 350.88123f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 356.45712f, 2.7844543f, 6.6683106f),
-            new Rectangle(211.49136f, 359.2486f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 364.8245f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 370.4004f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 375.9763f, 5.5689087f, 6.6683106f),
-            new Rectangle(211.49136f, 381.5522f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(223.97128f, 139.58366f, 5.0079956f, 6.6683106f),
-            new Rectangle(223.97128f, 144.59467f, 2.7844543f, 6.6683106f),
-            new Rectangle(223.97128f, 147.38213f, 5.5688934f, 6.6683106f),
-            new Rectangle(223.97128f, 152.95403f, 5.5688934f, 6.6683106f),
-            new Rectangle(223.97128f, 158.52592f, 2.2235565f, 6.6683106f),
-            new Rectangle(223.97128f, 160.75249f, 5.5688934f, 6.6683106f),
-            new Rectangle(223.97128f, 235.87048f, 5.5688934f, 6.6683106f),
-            new Rectangle(223.97128f, 241.44939f, 5.5688934f, 6.6683106f),
-            new Rectangle(223.97128f, 292.68723f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 298.26614f, 2.7844543f, 6.6683106f),
-            new Rectangle(223.97128f, 301.0536f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 306.6255f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 312.1974f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 350.8952f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 356.4671f, 2.7844543f, 6.6683106f),
-            new Rectangle(223.97128f, 359.25455f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 364.82645f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 370.39835f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 375.97025f, 5.5689087f, 6.6683106f),
-            new Rectangle(223.97128f, 381.54214f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(236.4512f, 139.58366f, 5.5688934f, 6.6683106f),
-            new Rectangle(236.4512f, 145.15556f, 2.2235565f, 6.6683106f),
-            new Rectangle(236.4512f, 147.38213f, 5.5688934f, 6.6683106f),
-            new Rectangle(236.4512f, 152.95403f, 5.5688934f, 6.6683106f),
-            new Rectangle(236.4512f, 158.52592f, 3.3353271f, 6.6683106f),
-            new Rectangle(236.4512f, 161.86426f, 2.2235565f, 6.6683106f),
-            new Rectangle(236.4512f, 164.09082f, 5.5688934f, 6.6683106f),
-            new Rectangle(236.4512f, 235.84845f, 5.5688934f, 6.6683106f),
-            new Rectangle(236.4512f, 241.42035f, 5.5688934f, 6.6683106f),
-            new Rectangle(236.4512f, 289.8978f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 295.4697f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 301.0416f, 2.7844543f, 6.6683106f),
-            new Rectangle(236.4512f, 303.82904f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 309.40094f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 314.97284f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 350.85016f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 356.42206f, 2.7844543f, 6.6683106f),
-            new Rectangle(236.4512f, 359.2095f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 364.7814f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 370.3533f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 375.9252f, 5.5689087f, 6.6683106f),
-            new Rectangle(236.4512f, 381.4971f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(248.93112f, 139.58267f, 2.2235565f, 6.6683106f),
-            new Rectangle(248.93112f, 141.80823f, 5.5688934f, 6.6683106f),
-            new Rectangle(248.93112f, 147.37912f, 5.0079956f, 6.6683106f),
-            new Rectangle(248.93112f, 152.38913f, 5.5688934f, 6.6683106f),
-            new Rectangle(248.93112f, 157.96002f, 5.5688934f, 6.6683106f),
-            new Rectangle(248.93112f, 163.53091f, 2.2235565f, 6.6683106f),
-            new Rectangle(248.93112f, 165.75647f, 5.5688934f, 6.6683106f),
-            new Rectangle(248.93112f, 235.8945f, 5.5688934f, 6.6683106f),
-            new Rectangle(248.93112f, 241.4734f, 5.5688934f, 6.6683106f),
-            new Rectangle(248.93112f, 289.95184f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 295.52274f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 301.09363f, 2.7844543f, 6.6683106f),
-            new Rectangle(248.93112f, 303.88007f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 309.45096f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 315.02185f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 350.90015f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 356.47104f, 2.7844543f, 6.6683106f),
-            new Rectangle(248.93112f, 359.25748f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 364.82837f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 370.39926f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 375.97015f, 5.5689087f, 6.6683106f),
-            new Rectangle(248.93112f, 381.54105f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(261.41104f, 139.58667f, 7.231552f, 6.6683106f),
-            new Rectangle(261.41104f, 146.82423f, 2.2235565f, 6.6683106f),
-            new Rectangle(261.41104f, 149.0538f, 2.7844543f, 6.6683106f),
-            new Rectangle(261.41104f, 151.84425f, 5.0079956f, 6.6683106f),
-            new Rectangle(261.41104f, 156.85826f, 5.5688934f, 6.6683106f),
-            new Rectangle(261.41104f, 162.43317f, 3.3353271f, 6.6683106f),
-            new Rectangle(261.41104f, 165.7745f, 2.2235565f, 6.6683106f),
-            new Rectangle(261.41104f, 168.00407f, 5.5688934f, 6.6683106f),
-            new Rectangle(261.41104f, 173.57898f, 5.5688934f, 6.6683106f),
-            new Rectangle(261.41104f, 179.15388f, 5.5688934f, 6.6683106f),
-            new Rectangle(261.41104f, 235.85246f, 5.5688934f, 6.6683106f),
-            new Rectangle(261.41104f, 241.42737f, 5.5688934f, 6.6683106f),
-            new Rectangle(261.41104f, 289.90582f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 295.48074f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 301.05566f, 2.7844543f, 6.6683106f),
-            new Rectangle(261.41104f, 303.84613f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 309.42105f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 314.99597f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 350.8743f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 356.44922f, 2.7844543f, 6.6683106f),
-            new Rectangle(261.41104f, 359.2397f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 364.8146f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 370.38953f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 375.96445f, 5.5689087f, 6.6683106f),
-            new Rectangle(261.41104f, 381.53937f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(273.89096f, 139.58467f, 5.5688934f, 6.6683106f),
-            new Rectangle(273.89096f, 145.15758f, 5.0079956f, 6.6683106f),
-            new Rectangle(273.89096f, 150.16959f, 2.7844543f, 6.6683106f),
-            new Rectangle(273.89096f, 152.95804f, 3.3353271f, 6.6683106f),
-            new Rectangle(273.89096f, 156.29738f, 2.2235565f, 6.6683106f),
-            new Rectangle(273.89096f, 158.52493f, 5.5688934f, 6.6683106f),
-            new Rectangle(273.89096f, 235.86348f, 5.5688934f, 6.6683106f),
-            new Rectangle(273.89096f, 241.4424f, 5.5688934f, 6.6683106f),
-            new Rectangle(273.89096f, 289.92084f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 295.49374f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 301.06665f, 2.7844543f, 6.6683106f),
-            new Rectangle(273.89096f, 303.8551f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 309.428f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 315.00092f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 350.87924f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 356.45215f, 2.7844543f, 6.6683106f),
-            new Rectangle(273.89096f, 359.2406f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 364.8135f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 370.3864f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 375.95932f, 5.5689087f, 6.6683106f),
-            new Rectangle(273.89096f, 381.53223f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(286.37088f, 140.14056f, 5.0079956f, 6.6683106f),
-            new Rectangle(286.37088f, 145.15758f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 150.73549f, 5.0079956f, 6.6683106f),
-            new Rectangle(286.37088f, 155.7525f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 161.33041f, 2.7844543f, 6.6683106f),
-            new Rectangle(286.37088f, 164.09183f, 7.231552f, 6.6683106f),
-            new Rectangle(286.37088f, 171.3324f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 176.91031f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 182.48822f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 188.06613f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 193.64404f, 2.2235565f, 6.6683106f),
-            new Rectangle(286.37088f, 195.8766f, 2.2235565f, 6.6683106f),
-            new Rectangle(286.37088f, 198.10916f, 5.0079956f, 6.6683106f),
-            new Rectangle(286.37088f, 235.78935f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 241.36726f, 5.5688934f, 6.6683106f),
-            new Rectangle(286.37088f, 289.8457f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 295.4236f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 301.00153f, 2.7844543f, 6.6683106f),
-            new Rectangle(286.37088f, 303.79498f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 309.3729f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 314.9508f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 350.82913f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 356.40704f, 2.7844543f, 6.6683106f),
-            new Rectangle(286.37088f, 359.2005f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 364.7784f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 370.35632f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 375.93423f, 5.5689087f, 6.6683106f),
-            new Rectangle(286.37088f, 381.51215f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 132.9f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 138.4729f, 2.2235565f, 6.6683106f),
-            new Rectangle(298.6113f, 140.70045f, 2.7844543f, 6.6683106f),
-            new Rectangle(298.6113f, 143.4889f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 149.06181f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 154.63472f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 160.20763f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 165.78053f, 2.2235565f, 6.6683106f),
-            new Rectangle(298.6113f, 168.00809f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 235.86649f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 241.4454f, 5.5688934f, 6.6683106f),
-            new Rectangle(298.6113f, 289.92386f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 295.49677f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 301.06967f, 2.7844543f, 6.6683106f),
-            new Rectangle(298.6113f, 303.85812f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 309.43103f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 315.00394f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 350.88226f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 356.45517f, 2.7844543f, 6.6683106f),
-            new Rectangle(298.6113f, 359.24362f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 364.81653f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 370.38943f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 375.96234f, 5.5689087f, 6.6683106f),
-            new Rectangle(298.6113f, 381.53525f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 132.9f, 6.1197815f, 6.6683106f),
-            new Rectangle(312.05112f, 139.02779f, 5.5688934f, 6.6683106f),
-            new Rectangle(312.05112f, 144.60469f, 3.3353271f, 6.6683106f),
-            new Rectangle(312.05112f, 147.94803f, 5.0079956f, 6.6683106f),
-            new Rectangle(312.05112f, 152.96404f, 5.5688934f, 6.6683106f),
-            new Rectangle(312.05112f, 158.54094f, 5.0079956f, 6.6683106f),
-            new Rectangle(312.05112f, 235.82037f, 5.5688934f, 6.6683106f),
-            new Rectangle(312.05112f, 241.39728f, 5.5688934f, 6.6683106f),
-            new Rectangle(312.05112f, 289.8757f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 295.4526f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 301.0295f, 2.7844543f, 6.6683106f),
-            new Rectangle(312.05112f, 303.82196f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 309.39886f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 314.97577f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 350.85406f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 356.43097f, 2.7844543f, 6.6683106f),
-            new Rectangle(312.05112f, 359.22342f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 364.80032f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 370.37723f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 375.95413f, 5.5689087f, 6.6683106f),
-            new Rectangle(312.05112f, 381.53104f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(324.53104f, 140.13855f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 145.71446f, 2.7844543f, 6.6683106f),
-            new Rectangle(324.53104f, 148.50592f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 154.08183f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 159.65775f, 3.3353271f, 6.6683106f),
-            new Rectangle(324.53104f, 163.00009f, 2.2235565f, 6.6683106f),
-            new Rectangle(324.53104f, 165.23065f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 170.80656f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 176.38248f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 181.95839f, 5.0079956f, 6.6683106f),
-            new Rectangle(324.53104f, 233.07806f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 238.65398f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 244.22989f, 5.5688934f, 6.6683106f),
-            new Rectangle(324.53104f, 287.06833f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 292.64423f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 298.22012f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 303.79602f, 2.7844543f, 6.6683106f),
-            new Rectangle(324.53104f, 306.5875f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 312.1634f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 317.7393f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 350.85718f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 356.43307f, 2.7844543f, 6.6683106f),
-            new Rectangle(324.53104f, 359.22455f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 364.80045f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 370.37634f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 375.95224f, 5.5689087f, 6.6683106f),
-            new Rectangle(324.53104f, 381.52814f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(337.01096f, 140.13855f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 145.71446f, 8.343323f, 6.6683106f),
-            new Rectangle(337.01096f, 154.0648f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 159.64072f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 165.21663f, 2.2235565f, 6.6683106f),
-            new Rectangle(337.01096f, 167.44719f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 233.08505f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 238.66096f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 244.23688f, 5.5688934f, 6.6683106f),
-            new Rectangle(337.01096f, 289.8948f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 295.4707f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 301.0466f, 2.7844543f, 6.6683106f),
-            new Rectangle(337.01096f, 303.83807f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 309.41397f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 314.98987f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 350.86816f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 356.44406f, 2.7844543f, 6.6683106f),
-            new Rectangle(337.01096f, 359.23553f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 364.81143f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 370.38733f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 375.96323f, 5.5689087f, 6.6683106f),
-            new Rectangle(337.01096f, 381.53912f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 132.9f, 7.79245f, 6.6683106f),
-            new Rectangle(349.49088f, 140.70146f, 3.3353271f, 6.6683106f),
-            new Rectangle(349.49088f, 144.0458f, 5.5688934f, 6.6683106f),
-            new Rectangle(349.49088f, 149.62372f, 5.5688934f, 6.6683106f),
-            new Rectangle(349.49088f, 155.20163f, 5.0079956f, 6.6683106f),
-            new Rectangle(349.49088f, 160.21864f, 5.5688934f, 6.6683106f),
-            new Rectangle(349.49088f, 233.05699f, 5.5688934f, 6.6683106f),
-            new Rectangle(349.49088f, 238.6349f, 5.5688934f, 6.6683106f),
-            new Rectangle(349.49088f, 244.21281f, 5.5688934f, 6.6683106f),
-            new Rectangle(349.49088f, 289.87076f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 295.44867f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 301.02658f, 2.7844543f, 6.6683106f),
-            new Rectangle(349.49088f, 303.82004f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 309.39795f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 314.97586f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 350.8542f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 356.4321f, 2.7844543f, 6.6683106f),
-            new Rectangle(349.49088f, 359.22556f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 364.80347f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 370.38138f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 375.9593f, 5.5689087f, 6.6683106f),
-            new Rectangle(349.49088f, 381.5372f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(361.9708f, 139.58568f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 145.15958f, 2.2235565f, 6.6683106f),
-            new Rectangle(361.9708f, 147.38814f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 152.96204f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 158.53593f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 233.11406f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 238.68796f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 244.26186f, 5.5688934f, 6.6683106f),
-            new Rectangle(361.9708f, 287.10028f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 292.6742f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 298.2481f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 303.82202f, 2.7844543f, 6.6683106f),
-            new Rectangle(361.9708f, 306.61148f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 312.1854f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 317.7593f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 350.87723f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 356.45114f, 2.7844543f, 6.6683106f),
-            new Rectangle(361.9708f, 359.2406f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 364.8145f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 370.38843f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 375.96234f, 5.5689087f, 6.6683106f),
-            new Rectangle(361.9708f, 381.53625f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(374.4507f, 139.58768f, 7.231552f, 6.6683106f),
-            new Rectangle(374.4507f, 146.82623f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 152.40215f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 157.97806f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 163.55397f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 233.09206f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 238.66797f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 244.24388f, 5.5688934f, 6.6683106f),
-            new Rectangle(374.4507f, 287.0823f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 292.6582f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 298.2341f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 303.81f, 2.7844543f, 6.6683106f),
-            new Rectangle(374.4507f, 306.60147f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 312.17737f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 317.75327f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 350.87115f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 356.44705f, 2.7844543f, 6.6683106f),
-            new Rectangle(374.4507f, 359.23853f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 364.81442f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 370.39032f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 375.96622f, 5.5689087f, 6.6683106f),
-            new Rectangle(374.4507f, 381.5421f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(386.93063f, 140.13855f, 3.3353271f, 6.6683106f),
-            new Rectangle(386.93063f, 143.4809f, 5.5688934f, 6.6683106f),
-            new Rectangle(386.93063f, 149.05681f, 5.5688934f, 6.6683106f),
-            new Rectangle(386.93063f, 154.63272f, 2.7844543f, 6.6683106f),
-            new Rectangle(386.93063f, 157.42418f, 2.2235565f, 6.6683106f),
-            new Rectangle(386.93063f, 159.65474f, 5.5688934f, 6.6683106f),
-            new Rectangle(386.93063f, 233.09406f, 5.5688934f, 6.6683106f),
-            new Rectangle(386.93063f, 238.66997f, 5.5688934f, 6.6683106f),
-            new Rectangle(386.93063f, 244.24588f, 5.5688934f, 6.6683106f),
-            new Rectangle(386.93063f, 289.90482f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 295.4807f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 301.0566f, 2.7844543f, 6.6683106f),
-            new Rectangle(386.93063f, 303.84808f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 309.42398f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 314.99988f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 350.87918f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 356.45508f, 2.7844543f, 6.6683106f),
-            new Rectangle(386.93063f, 359.24655f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 364.82245f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 370.39835f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 375.97424f, 5.5689087f, 6.6683106f),
-            new Rectangle(386.93063f, 381.55014f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(399.41055f, 140.13956f, 5.5688934f, 6.6683106f),
-            new Rectangle(399.41055f, 145.71646f, 5.5688934f, 6.6683106f),
-            new Rectangle(399.41055f, 151.29337f, 8.343323f, 6.6683106f),
-            new Rectangle(399.41055f, 159.64471f, 5.5688934f, 6.6683106f),
-            new Rectangle(399.41055f, 165.22162f, 3.3353271f, 6.6683106f),
-            new Rectangle(399.41055f, 168.56496f, 5.0079956f, 6.6683106f),
-            new Rectangle(399.41055f, 233.06499f, 5.5688934f, 6.6683106f),
-            new Rectangle(399.41055f, 238.64189f, 5.5688934f, 6.6683106f),
-            new Rectangle(399.41055f, 244.2188f, 5.5688934f, 6.6683106f),
-            new Rectangle(399.41055f, 289.8767f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 295.4536f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 301.03052f, 2.7844543f, 6.6683106f),
-            new Rectangle(399.41055f, 303.82297f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 309.39987f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 314.97678f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 350.85507f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 356.43198f, 2.7844543f, 6.6683106f),
-            new Rectangle(399.41055f, 359.22443f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 364.80133f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 370.37823f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 375.95514f, 5.5689087f, 6.6683106f),
-            new Rectangle(399.41055f, 381.53204f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(411.89047f, 139.58467f, 5.5688934f, 6.6683106f),
-            new Rectangle(411.89047f, 145.15758f, 2.2235565f, 6.6683106f),
-            new Rectangle(411.89047f, 147.38513f, 5.5688934f, 6.6683106f),
-            new Rectangle(411.89047f, 152.95804f, 2.2235565f, 6.6683106f),
-            new Rectangle(411.89047f, 155.1856f, 5.5688934f, 6.6683106f),
-            new Rectangle(411.89047f, 160.7585f, 8.343323f, 6.6683106f),
-            new Rectangle(411.89047f, 233.11809f, 5.5688934f, 6.6683106f),
-            new Rectangle(411.89047f, 238.691f, 5.5688934f, 6.6683106f),
-            new Rectangle(411.89047f, 244.2639f, 5.5688934f, 6.6683106f),
-            new Rectangle(411.89047f, 289.92184f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 295.49475f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 301.06766f, 2.7844543f, 6.6683106f),
-            new Rectangle(411.89047f, 303.8561f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 309.42902f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 315.00192f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 350.88025f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 356.45316f, 2.7844543f, 6.6683106f),
-            new Rectangle(411.89047f, 359.2416f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 364.8145f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 370.38742f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 375.96033f, 5.5689087f, 6.6683106f),
-            new Rectangle(411.89047f, 381.53323f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(424.3704f, 139.58467f, 2.2235565f, 6.6683106f),
-            new Rectangle(424.3704f, 141.81223f, 5.5688934f, 6.6683106f),
-            new Rectangle(424.3704f, 147.38513f, 5.0079956f, 6.6683106f),
-            new Rectangle(424.3704f, 152.39714f, 5.5688934f, 6.6683106f),
-            new Rectangle(424.3704f, 157.97005f, 5.0079956f, 6.6683106f),
-            new Rectangle(424.3704f, 162.98206f, 2.2235565f, 6.6683106f),
-            new Rectangle(424.3704f, 165.20961f, 5.5688934f, 6.6683106f),
-            new Rectangle(424.3704f, 233.1291f, 5.5688934f, 6.6683106f),
-            new Rectangle(424.3704f, 238.70201f, 5.5688934f, 6.6683106f),
-            new Rectangle(424.3704f, 244.27492f, 5.5688934f, 6.6683106f),
-            new Rectangle(424.3704f, 289.93387f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 295.50677f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 301.07968f, 2.7844543f, 6.6683106f),
-            new Rectangle(424.3704f, 303.86813f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 309.44104f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 315.01395f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 350.89325f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 356.46616f, 2.7844543f, 6.6683106f),
-            new Rectangle(424.3704f, 359.2546f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 364.8275f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 370.40042f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 375.97333f, 5.5689087f, 6.6683106f),
-            new Rectangle(424.3704f, 381.54623f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(436.8503f, 140.13956f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 145.71646f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 151.29337f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 156.87027f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 162.44717f, 3.3353271f, 6.6683106f),
-            new Rectangle(436.8503f, 165.79051f, 5.0079956f, 6.6683106f),
-            new Rectangle(436.8503f, 233.04994f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 238.62685f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 244.20375f, 5.5688934f, 6.6683106f),
-            new Rectangle(436.8503f, 289.8617f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 295.4386f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 301.0155f, 2.7844543f, 6.6683106f),
-            new Rectangle(436.8503f, 303.80795f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 309.38486f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 314.96176f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 350.84006f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 356.41696f, 2.7844543f, 6.6683106f),
-            new Rectangle(436.8503f, 359.2094f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 364.78632f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 370.36322f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 375.94012f, 5.5689087f, 6.6683106f),
-            new Rectangle(436.8503f, 381.51703f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(449.33023f, 140.14056f, 5.5688934f, 6.6683106f),
-            new Rectangle(449.33023f, 145.71848f, 3.3353271f, 6.6683106f),
-            new Rectangle(449.33023f, 149.06282f, 7.231552f, 6.6683106f),
-            new Rectangle(449.33023f, 156.30339f, 5.5688934f, 6.6683106f),
-            new Rectangle(449.33023f, 161.8813f, 5.0079956f, 6.6683106f),
-            new Rectangle(449.33023f, 233.04099f, 5.5688934f, 6.6683106f),
-            new Rectangle(449.33023f, 238.6189f, 5.5688934f, 6.6683106f),
-            new Rectangle(449.33023f, 244.19681f, 5.5688934f, 6.6683106f),
-            new Rectangle(449.33023f, 289.85474f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 295.43265f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 301.01056f, 2.7844543f, 6.6683106f),
-            new Rectangle(449.33023f, 303.80402f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 309.38193f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 314.95984f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 350.83817f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 356.41608f, 2.7844543f, 6.6683106f),
-            new Rectangle(449.33023f, 359.20953f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 364.78745f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 370.36536f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 375.94327f, 5.5689087f, 6.6683106f),
-            new Rectangle(449.33023f, 381.52118f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 132.9f, 6.1197815f, 6.6683106f),
-            new Rectangle(461.81015f, 139.02478f, 2.2235565f, 6.6683106f),
-            new Rectangle(461.81015f, 141.25334f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 146.82724f, 2.2235565f, 6.6683106f),
-            new Rectangle(461.81015f, 149.0558f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 154.6297f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 160.2036f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 233.10205f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 238.67595f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 244.24985f, 5.5688934f, 6.6683106f),
-            new Rectangle(461.81015f, 289.90778f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 295.4817f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 301.0556f, 2.7844543f, 6.6683106f),
-            new Rectangle(461.81015f, 303.84506f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 309.41898f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 314.9929f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 350.87122f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 356.44513f, 2.7844543f, 6.6683106f),
-            new Rectangle(461.81015f, 359.2346f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 364.8085f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 370.38242f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 375.95633f, 5.5689087f, 6.6683106f),
-            new Rectangle(461.81015f, 381.53024f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 132.9f, 2.7844543f, 6.6683106f),
-            new Rectangle(474.05057f, 135.69044f, 3.3353271f, 6.6683106f),
-            new Rectangle(474.05057f, 139.03178f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 144.60669f, 2.2235565f, 6.6683106f),
-            new Rectangle(474.05057f, 146.83626f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 152.41116f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 157.98607f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 233.10406f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 238.67897f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 244.25388f, 5.5688934f, 6.6683106f),
-            new Rectangle(474.05057f, 289.9118f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 295.48672f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 301.06165f, 2.7844543f, 6.6683106f),
-            new Rectangle(474.05057f, 303.8521f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 309.42703f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 315.00195f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 350.88028f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 356.4552f, 2.7844543f, 6.6683106f),
-            new Rectangle(474.05057f, 359.24567f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 364.8206f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 370.3955f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 375.97043f, 5.5689087f, 6.6683106f),
-            new Rectangle(474.05057f, 381.54535f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 132.9f, 6.1197815f, 6.6683106f),
-            new Rectangle(487.4904f, 139.02779f, 3.3353271f, 6.6683106f),
-            new Rectangle(487.4904f, 142.37112f, 5.5688934f, 6.6683106f),
-            new Rectangle(487.4904f, 147.94803f, 5.5688934f, 6.6683106f),
-            new Rectangle(487.4904f, 153.52493f, 5.0079956f, 6.6683106f),
-            new Rectangle(487.4904f, 158.54094f, 5.5688934f, 6.6683106f),
-            new Rectangle(487.4904f, 233.05898f, 5.5688934f, 6.6683106f),
-            new Rectangle(487.4904f, 238.63588f, 5.5688934f, 6.6683106f),
-            new Rectangle(487.4904f, 244.21278f, 5.5688934f, 6.6683106f),
-            new Rectangle(487.4904f, 287.0512f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 292.6281f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 298.20502f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 303.78192f, 2.7844543f, 6.6683106f),
-            new Rectangle(487.4904f, 306.57437f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 312.15128f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 317.72818f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 350.84607f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 356.42297f, 2.7844543f, 6.6683106f),
-            new Rectangle(487.4904f, 359.21542f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 364.79233f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 370.36923f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 375.94614f, 5.5689087f, 6.6683106f),
-            new Rectangle(487.4904f, 381.52304f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(499.9703f, 139.58568f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 145.15958f, 3.3353271f, 6.6683106f),
-            new Rectangle(499.9703f, 148.49991f, 2.7844543f, 6.6683106f),
-            new Rectangle(499.9703f, 151.28937f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 156.86327f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 162.43716f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 168.01106f, 2.2235565f, 6.6683106f),
-            new Rectangle(499.9703f, 233.10905f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 238.68295f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 244.25685f, 5.5688934f, 6.6683106f),
-            new Rectangle(499.9703f, 289.9148f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 295.4887f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 301.06262f, 2.7844543f, 6.6683106f),
-            new Rectangle(499.9703f, 303.85208f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 309.426f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 314.9999f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 350.87823f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 356.45215f, 2.7844543f, 6.6683106f),
-            new Rectangle(499.9703f, 359.2416f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 364.81552f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 370.38943f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 375.96335f, 5.5689087f, 6.6683106f),
-            new Rectangle(499.9703f, 381.53726f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 132.9f, 7.231552f, 6.6683106f),
-            new Rectangle(512.4502f, 140.13655f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 145.71045f, 2.2235565f, 6.6683106f),
-            new Rectangle(512.4502f, 147.93901f, 2.7844543f, 6.6683106f),
-            new Rectangle(512.4502f, 150.72847f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 156.30237f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 161.87627f, 2.7844543f, 6.6683106f),
-            new Rectangle(512.4502f, 164.63768f, 6.6806793f, 6.6683106f),
-            new Rectangle(512.4502f, 171.32336f, 2.2235565f, 6.6683106f),
-            new Rectangle(512.4502f, 173.55193f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 179.12582f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 184.69972f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 190.27362f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 195.84752f, 8.343323f, 6.6683106f),
-            new Rectangle(512.4502f, 233.10704f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 238.68094f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 244.25484f, 5.5688934f, 6.6683106f),
-            new Rectangle(512.4502f, 287.09326f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 292.66718f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 298.2411f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 303.815f, 2.7844543f, 6.6683106f),
-            new Rectangle(512.4502f, 306.60446f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 312.17838f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 317.7523f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 350.8702f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 356.44412f, 2.7844543f, 6.6683106f),
-            new Rectangle(512.4502f, 359.23358f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 364.8075f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 370.3814f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 375.95532f, 5.5689087f, 6.6683106f),
-            new Rectangle(512.4502f, 381.52924f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 132.9f, 6.6806793f, 6.6683106f),
-            new Rectangle(524.9301f, 139.58568f, 5.5688934f, 6.6683106f),
-            new Rectangle(524.9301f, 145.15958f, 5.5688934f, 6.6683106f),
-            new Rectangle(524.9301f, 150.73347f, 2.2235565f, 6.6683106f),
-            new Rectangle(524.9301f, 152.96204f, 5.5688934f, 6.6683106f),
-            new Rectangle(524.9301f, 233.12007f, 5.5688934f, 6.6683106f),
-            new Rectangle(524.9301f, 238.69397f, 5.5688934f, 6.6683106f),
-            new Rectangle(524.9301f, 244.26787f, 5.5688934f, 6.6683106f),
-            new Rectangle(524.9301f, 287.1063f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 292.6802f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 298.25412f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 303.82803f, 2.7844543f, 6.6683106f),
-            new Rectangle(524.9301f, 306.6175f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 312.1914f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 317.76532f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 350.88324f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 356.45715f, 2.7844543f, 6.6683106f),
-            new Rectangle(524.9301f, 359.2466f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 364.82053f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 370.39444f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 375.96835f, 5.5689087f, 6.6683106f),
-            new Rectangle(524.9301f, 381.54227f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 132.9f, 2.7844543f, 6.6683106f),
-            new Rectangle(537.41003f, 135.68745f, 2.7844543f, 6.6683106f),
-            new Rectangle(537.41003f, 138.47491f, 5.5688934f, 6.6683106f),
-            new Rectangle(537.41003f, 144.04681f, 2.2235565f, 6.6683106f),
-            new Rectangle(537.41003f, 146.27338f, 5.0079956f, 6.6683106f),
-            new Rectangle(537.41003f, 233.15315f, 5.5688934f, 6.6683106f),
-            new Rectangle(537.41003f, 238.72505f, 5.5688934f, 6.6683106f),
-            new Rectangle(537.41003f, 244.29695f, 5.5688934f, 6.6683106f),
-            new Rectangle(537.41003f, 287.13538f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 292.70728f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 298.27917f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 303.85107f, 2.7844543f, 6.6683106f),
-            new Rectangle(537.41003f, 306.63852f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 312.21042f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 317.78232f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 350.9002f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 356.4721f, 2.7844543f, 6.6683106f),
-            new Rectangle(537.41003f, 359.25955f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 364.83145f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 370.40335f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 375.97525f, 5.5689087f, 6.6683106f),
-            new Rectangle(537.41003f, 381.54715f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 132.9f, 7.79245f, 6.6683106f),
-            new Rectangle(549.65045f, 140.69945f, 5.5688934f, 6.6683106f),
-            new Rectangle(549.65045f, 146.27536f, 3.3353271f, 6.6683106f),
-            new Rectangle(549.65045f, 149.6177f, 8.343323f, 6.6683106f),
-            new Rectangle(549.65045f, 157.96805f, 5.5688934f, 6.6683106f),
-            new Rectangle(549.65045f, 163.54396f, 5.5688934f, 6.6683106f),
-            new Rectangle(549.65045f, 169.11987f, 5.0079956f, 6.6683106f),
-            new Rectangle(549.65045f, 233.08005f, 5.5688934f, 6.6683106f),
-            new Rectangle(549.65045f, 238.65596f, 5.5688934f, 6.6683106f),
-            new Rectangle(549.65045f, 244.23187f, 5.5688934f, 6.6683106f),
-            new Rectangle(549.65045f, 287.0703f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 292.6462f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 298.2221f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 303.798f, 2.7844543f, 6.6683106f),
-            new Rectangle(549.65045f, 306.58948f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 312.16537f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 317.74127f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 350.85916f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 356.43506f, 2.7844543f, 6.6683106f),
-            new Rectangle(549.65045f, 359.22653f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 364.80243f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 370.37833f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 375.95422f, 5.5689087f, 6.6683106f),
-            new Rectangle(549.65045f, 381.53012f, 5.5689087f, 6.6683106f),
-            new Rectangle(518.2708f, 412.49863f, 6.680664f, 6.6683106f),
-            new Rectangle(518.2708f, 419.1803f, 5.0079956f, 6.6683106f),
-            new Rectangle(518.2708f, 424.1893f, 5.0079956f, 6.6683106f),
-            new Rectangle(518.2708f, 429.1983f, 5.5689087f, 6.6683106f),
-            new Rectangle(518.2708f, 434.7682f, 2.2235413f, 6.6683106f),
-            new Rectangle(518.2708f, 436.99274f, 2.2235413f, 6.6683106f),
-            new Rectangle(518.2708f, 439.2173f, 5.5689087f, 6.6683106f),
-            new Rectangle(518.2708f, 444.78717f, 5.5689087f, 6.6683106f),
-            new Rectangle(518.2708f, 450.35706f, 2.7844543f, 6.6683106f),
-            new Rectangle(76.27562f, 147.47928f, 7.231552f, 6.9438605f),
-            new Rectangle(76.27562f, 154.71384f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 160.28574f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 165.85764f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 171.98042f, 3.896225f, 6.9438605f),
-            new Rectangle(76.27562f, 175.87965f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 181.45155f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 187.02345f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 192.42207f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 195.18349f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 201.30627f, 3.3353271f, 6.9438605f),
-            new Rectangle(76.27562f, 204.6446f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 207.40602f, 3.3353271f, 6.9438605f),
-            new Rectangle(76.27562f, 210.74435f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 216.86714f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 222.43904f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 225.20045f, 3.896225f, 6.9438605f),
-            new Rectangle(76.27562f, 229.09969f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 234.67159f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 240.79437f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 243.58183f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 246.3693f, 5.5688934f, 6.9438605f),
-            new Rectangle(76.27562f, 251.9412f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 257.5131f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 260.2745f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 266.39728f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 272.52005f, 3.3353271f, 6.9438605f),
-            new Rectangle(76.27562f, 275.85837f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 281.43027f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 284.2177f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 290.34048f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 295.91238f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 302.03516f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 304.79657f, 3.3353271f, 6.9438605f),
-            new Rectangle(76.27562f, 308.1349f, 3.8962097f, 6.9438605f),
-            new Rectangle(76.27562f, 312.03412f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 318.1569f, 8.904236f, 6.9438605f),
-            new Rectangle(76.27562f, 327.06412f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 329.82553f, 3.3353271f, 6.9438605f),
-            new Rectangle(76.27562f, 333.16385f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 339.28662f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 344.85852f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 347.61993f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 353.19183f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 359.3146f, 3.8962097f, 6.9438605f),
-            new Rectangle(76.27562f, 363.21384f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 368.67255f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 374.24445f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 379.64307f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 382.40448f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 387.97638f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 393.54828f, 3.8962097f, 6.9438605f),
-            new Rectangle(76.27562f, 397.4475f, 3.8962097f, 6.9438605f),
-            new Rectangle(76.27562f, 401.34674f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 404.1342f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 409.7061f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 415.82886f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 418.59027f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 424.71304f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 430.83582f, 3.3353271f, 6.9438605f),
-            new Rectangle(76.27562f, 434.17413f, 2.7844543f, 6.9438605f),
-            new Rectangle(76.27562f, 436.93555f, 6.1197815f, 6.9438605f),
-            new Rectangle(76.27562f, 443.05832f, 5.5689087f, 6.9438605f),
-            new Rectangle(76.27562f, 448.45694f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 186.0589f, 7.231552f, 6.9438605f),
-            new Rectangle(88.9359f, 193.29646f, 7.231552f, 6.9438605f),
-            new Rectangle(88.9359f, 200.53403f, 7.231552f, 6.9438605f),
-            new Rectangle(88.9359f, 207.77159f, 6.6806793f, 6.9438605f),
-            new Rectangle(88.9359f, 214.45827f, 7.231552f, 6.9438605f),
-            new Rectangle(88.9359f, 221.69583f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 224.45724f, 3.3353271f, 6.9438605f),
-            new Rectangle(88.9359f, 227.79858f, 5.5688934f, 6.9438605f),
-            new Rectangle(88.9359f, 233.37349f, 5.5688934f, 6.9438605f),
-            new Rectangle(88.9359f, 238.9484f, 5.5688934f, 6.9438605f),
-            new Rectangle(88.9359f, 244.5233f, 5.5688934f, 6.9438605f),
-            new Rectangle(88.9359f, 250.0982f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 252.88866f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 255.65007f, 6.119766f, 6.9438605f),
-            new Rectangle(88.9359f, 261.77585f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 267.90164f, 3.3353271f, 6.9438605f),
-            new Rectangle(88.9359f, 271.24298f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 276.8179f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 279.60837f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 282.36978f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 287.9447f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 294.0705f, 3.8962097f, 6.9438605f),
-            new Rectangle(88.9359f, 297.97272f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 303.43146f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 309.00638f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 314.40503f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 317.16644f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 323.29224f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 329.41803f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 335.54382f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 341.66962f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 344.46008f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 350.035f, 3.3353271f, 6.9438605f),
-            new Rectangle(88.9359f, 353.37634f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 356.1668f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 362.2926f, 6.1197815f, 6.9438605f),
-            new Rectangle(88.9359f, 368.4184f, 2.7844543f, 6.9438605f),
-            new Rectangle(88.9359f, 371.1798f, 7.2315674f, 6.9438605f),
-            new Rectangle(88.9359f, 378.41736f, 5.8493347f, 6.9438605f),
-            new Rectangle(88.9359f, 384.2727f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 389.84763f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 395.42255f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 400.99747f, 5.5689087f, 6.9438605f),
-            new Rectangle(88.9359f, 406.5724f, 3.3353271f, 6.9438605f),
-            new Rectangle(172.91153f, 423.59833f, 5.5689087f, 6.6683106f),
-            new Rectangle(172.91153f, 429.17725f, 5.5689087f, 6.6683106f),
-            new Rectangle(172.91153f, 434.75616f, 7.2315674f, 6.6683106f),
-            new Rectangle(254.75186f, 414.95853f, 8.343323f, 6.6683106f),
-            new Rectangle(254.75186f, 423.30685f, 5.5689087f, 6.6683106f),
-            new Rectangle(254.75186f, 428.88077f, 5.5689087f, 6.6683106f),
-            new Rectangle(254.75186f, 434.45468f, 2.2235413f, 6.6683106f),
-            new Rectangle(254.75186f, 436.68323f, 5.5689087f, 6.6683106f),
-            new Rectangle(254.75186f, 442.25714f, 8.343323f, 6.6683106f),
-            new Rectangle(392.75232f, 422.4585f, 7.2315674f, 6.6683106f),
-            new Rectangle(392.75232f, 429.70108f, 2.2235413f, 6.6683106f),
-            new Rectangle(392.75232f, 431.93564f, 5.5689087f, 6.6683106f),
-            new Rectangle(392.75232f, 437.51556f, 5.5689087f, 6.6683106f),
-            new Rectangle(554.5925f, 464.88f, 3.5270386f, 6.0470705f),
-            new Rectangle(576.26807f, 121.08f, 4.0859985f, 5.4315f),
-            new Rectangle(576.26807f, 125.1588f, 5.723999f, 5.4315f),
-            new Rectangle(576.26807f, 130.8756f, 4.0859985f, 5.4315f),
-            new Rectangle(576.26807f, 134.95439f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 138.198f, 6.9389954f, 5.4315f),
-            new Rectangle(576.26807f, 145.16219f, 5.4089966f, 5.4315f),
-            new Rectangle(576.26807f, 150.56578f, 3.5460052f, 5.4315f),
-            new Rectangle(576.26807f, 154.10458f, 5.4089966f, 5.4315f),
-            new Rectangle(576.26807f, 159.50638f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 162.74998f, 5.4629974f, 5.4315f),
-            new Rectangle(576.26807f, 168.20578f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 171.36658f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 174.61018f, 3.8430023f, 5.4315f),
-            new Rectangle(576.26807f, 178.44598f, 5.3639984f, 5.4315f),
-            new Rectangle(576.26807f, 183.80278f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 188.48457f, 5.3639984f, 5.4315f),
-            new Rectangle(576.26807f, 193.84137f, 5.4089966f, 5.4315f),
-            new Rectangle(576.26807f, 199.24316f, 3.8430023f, 5.4315f),
-            new Rectangle(576.26807f, 203.07896f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 207.76076f, 5.697006f, 5.4315f),
-            new Rectangle(576.26807f, 213.45056f, 5.3639984f, 5.4315f),
-            new Rectangle(576.26807f, 218.80736f, 3.8430023f, 5.4315f),
-            new Rectangle(576.26807f, 222.70976f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 227.39156f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 230.63516f, 2.4660034f, 5.4315f),
-            new Rectangle(576.26807f, 233.15157f, 5.697006f, 5.4315f),
-            new Rectangle(576.26807f, 238.85307f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 242.09668f, 3.5460052f, 5.4315f),
-            new Rectangle(576.26807f, 245.63548f, 5.697006f, 5.4315f),
-            new Rectangle(576.26807f, 251.32529f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 256.6821f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 259.9257f, 5.6069946f, 5.4315f),
-            new Rectangle(576.26807f, 265.52548f, 2.4660034f, 5.4315f),
-            new Rectangle(576.26807f, 268.04187f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 271.20267f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 274.36346f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 279.72028f, 3.842987f, 5.4315f),
-            new Rectangle(576.26807f, 283.55606f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 288.91287f, 5.696991f, 5.4315f),
-            new Rectangle(576.26807f, 294.60266f, 3.54599f, 5.4315f),
-            new Rectangle(576.26807f, 298.14145f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 301.38504f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 306.06683f, 5.4630127f, 5.4315f),
-            new Rectangle(576.26807f, 311.52264f, 5.696991f, 5.4315f),
-            new Rectangle(576.26807f, 317.21243f, 5.696991f, 5.4315f),
-            new Rectangle(576.26807f, 322.90222f, 3.54599f, 5.4315f),
-            new Rectangle(576.26807f, 326.441f, 3.842987f, 5.4315f),
-            new Rectangle(576.26807f, 330.2768f, 2.4660034f, 5.4315f),
-            new Rectangle(576.26807f, 332.79318f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 338.15f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 342.8318f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 346.07538f, 5.4089966f, 5.4315f),
-            new Rectangle(576.26807f, 351.47717f, 3.842987f, 5.4315f),
-            new Rectangle(576.26807f, 355.31296f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 360.66977f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 363.91336f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 369.27017f, 5.328003f, 5.4315f),
-            new Rectangle(576.26807f, 374.59097f, 3.54599f, 5.4315f),
-            new Rectangle(576.26807f, 378.12976f, 3.842987f, 5.4315f),
-            new Rectangle(576.26807f, 381.96555f, 5.4089966f, 5.4315f),
-            new Rectangle(576.26807f, 387.36734f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 392.04913f, 3.54599f, 5.4315f),
-            new Rectangle(576.26807f, 395.58792f, 5.3640137f, 5.4315f),
-            new Rectangle(576.26807f, 400.99063f, 5.6069946f, 5.4315f),
-            new Rectangle(576.26807f, 406.59042f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 409.834f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 412.9948f, 3.842987f, 5.4315f),
-            new Rectangle(576.26807f, 416.8306f, 5.4630127f, 5.4315f),
-            new Rectangle(576.26807f, 422.2864f, 8.756989f, 5.4315f),
-            new Rectangle(576.26807f, 431.0362f, 3.1679993f, 5.4315f),
-            new Rectangle(576.26807f, 434.2798f, 5.6879883f, 5.4315f),
-            new Rectangle(576.26807f, 439.96057f, 5.696991f, 5.4315f),
-            new Rectangle(576.26807f, 445.65036f, 3.842987f, 5.4315f),
-            new Rectangle(576.26807f, 449.48615f, 5.4630127f, 5.4315f),
-            new Rectangle(576.26807f, 454.94196f, 4.6889954f, 5.4315f),
-            new Rectangle(576.26807f, 459.62375f, 3.54599f, 5.4315f),
-            new Rectangle(576.26807f, 463.16254f, 5.4089966f, 5.4315f),
-            new Rectangle(576.26807f, 468.56433f, 3.54599f, 5.4315f),
-            new Rectangle(576.26807f, 472.10312f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 121.08f, 4.0859985f, 5.4315f),
-            new Rectangle(587.18774f, 125.154305f, 4.1310043f, 5.4315f),
-            new Rectangle(587.18774f, 129.2736f, 6.156006f, 5.4315f),
-            new Rectangle(587.18774f, 135.4575f, 4.6889954f, 5.4315f),
-            new Rectangle(587.18774f, 140.13751f, 2.4660034f, 5.4315f),
-            new Rectangle(587.18774f, 142.65392f, 5.3639984f, 5.4315f),
-            new Rectangle(587.18774f, 147.9963f, 5.697006f, 5.4315f),
-            new Rectangle(587.18774f, 153.68161f, 4.6889954f, 5.4315f),
-            new Rectangle(587.18774f, 158.35892f, 5.3639984f, 5.4315f),
-            new Rectangle(587.18774f, 163.71121f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 166.89542f, 5.4089966f, 5.4315f),
-            new Rectangle(587.18774f, 172.29271f, 5.697006f, 5.4315f),
-            new Rectangle(587.18774f, 177.97801f, 5.6069946f, 5.4315f),
-            new Rectangle(587.18774f, 183.57332f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 186.75752f, 3.5460052f, 5.4315f),
-            new Rectangle(587.18774f, 190.29182f, 5.3639984f, 5.4315f),
-            new Rectangle(587.18774f, 195.64412f, 4.6889954f, 5.4315f),
-            new Rectangle(587.18774f, 200.32143f, 5.697006f, 5.4315f),
-            new Rectangle(587.18774f, 206.00673f, 5.697006f, 5.4315f),
-            new Rectangle(587.18774f, 211.69203f, 5.4629974f, 5.4315f),
-            new Rectangle(587.18774f, 217.14333f, 2.4660034f, 5.4315f),
-            new Rectangle(587.18774f, 219.65973f, 5.4629974f, 5.4315f),
-            new Rectangle(587.18774f, 225.12003f, 5.6069946f, 5.4315f),
-            new Rectangle(587.18774f, 230.71533f, 5.328003f, 5.4315f),
-            new Rectangle(587.18774f, 236.03163f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 239.21584f, 2.4660034f, 5.4315f),
-            new Rectangle(587.18774f, 241.73224f, 5.697006f, 5.4315f),
-            new Rectangle(587.18774f, 247.43375f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 250.61795f, 5.6879883f, 5.4315f),
-            new Rectangle(587.18774f, 256.29425f, 5.696991f, 5.4315f),
-            new Rectangle(587.18774f, 261.97955f, 3.842987f, 5.4315f),
-            new Rectangle(587.18774f, 265.81085f, 5.4630127f, 5.4315f),
-            new Rectangle(587.18774f, 271.26215f, 5.6069946f, 5.4315f),
-            new Rectangle(587.18774f, 276.85745f, 5.3640137f, 5.4315f),
-            new Rectangle(587.18774f, 282.20975f, 4.0859985f, 5.4315f),
-            new Rectangle(587.18774f, 286.28406f, 6.156006f, 5.4315f),
-            new Rectangle(587.18774f, 292.46796f, 3.54599f, 5.4315f),
-            new Rectangle(587.18774f, 296.00226f, 5.4089966f, 5.4315f),
-            new Rectangle(587.18774f, 301.39957f, 3.54599f, 5.4315f),
-            new Rectangle(587.18774f, 304.93387f, 2.4660034f, 5.4315f),
-            new Rectangle(587.18774f, 307.4503f, 4.6889954f, 5.4315f),
-            new Rectangle(587.18774f, 312.1276f, 3.54599f, 5.4315f),
-            new Rectangle(587.18774f, 315.6619f, 2.4660034f, 5.4315f),
-            new Rectangle(587.18774f, 318.1783f, 4.6889954f, 5.4315f),
-            new Rectangle(587.18774f, 322.8583f, 5.4089966f, 5.4315f),
-            new Rectangle(587.18774f, 328.2556f, 2.4660034f, 5.4315f),
-            new Rectangle(587.18774f, 330.77203f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 333.95624f, 5.6069946f, 5.4315f),
-            new Rectangle(587.18774f, 339.55154f, 5.4630127f, 5.4315f),
-            new Rectangle(587.18774f, 345.00284f, 4.6889954f, 5.4315f),
-            new Rectangle(587.18774f, 349.68015f, 5.328003f, 5.4315f),
-            new Rectangle(587.18774f, 354.99646f, 5.3640137f, 5.4315f),
-            new Rectangle(587.18774f, 360.34875f, 3.54599f, 5.4315f),
-            new Rectangle(587.18774f, 363.88306f, 5.6069946f, 5.4315f),
-            new Rectangle(587.18774f, 369.47836f, 5.4630127f, 5.4315f),
-            new Rectangle(587.18774f, 374.92966f, 5.4630127f, 5.4315f),
-            new Rectangle(587.18774f, 380.38095f, 5.328003f, 5.4315f),
-            new Rectangle(587.18774f, 385.69727f, 4.131012f, 5.4315f),
-            new Rectangle(587.18774f, 389.81656f, 3.276001f, 5.4315f),
-            new Rectangle(587.18774f, 393.11868f, 3.1679993f, 5.4315f),
-            new Rectangle(587.18774f, 396.3029f, 5.723999f, 5.4315f),
-            new Rectangle(587.18774f, 402.0152f, 5.723999f, 5.4315f),
-            new Rectangle(587.18774f, 407.7275f, 5.723999f, 5.4315f),
-            new Rectangle(587.18774f, 413.49023f, 5.723999f, 5.4315f),
-            new Rectangle(587.18774f, 419.20255f, 4.0859985f, 5.4315f),
-            new Rectangle(587.18774f, 423.27686f, 3.276001f, 5.4315f),
-            new Rectangle(587.18774f, 426.57898f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 121.08f, 4.0859985f, 5.4315f),
-            new Rectangle(610.1675f, 125.1597f, 5.723999f, 5.4315f),
-            new Rectangle(610.1675f, 130.8774f, 4.0859985f, 5.4315f),
-            new Rectangle(610.1675f, 134.95709f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 142.16069f, 5.6069946f, 5.4315f),
-            new Rectangle(610.1675f, 147.76138f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 154.96498f, 3.8430023f, 5.4315f),
-            new Rectangle(610.1675f, 158.80168f, 5.3639984f, 5.4315f),
-            new Rectangle(610.1675f, 164.15938f, 5.6069946f, 5.4315f),
-            new Rectangle(610.1675f, 169.76007f, 3.8430023f, 5.4315f),
-            new Rectangle(610.1675f, 173.66248f, 5.3639984f, 5.4315f),
-            new Rectangle(610.1675f, 179.02017f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 183.70287f, 5.3639984f, 5.4315f),
-            new Rectangle(610.1675f, 189.06056f, 5.697006f, 5.4315f),
-            new Rectangle(610.1675f, 194.75127f, 3.5460052f, 5.4315f),
-            new Rectangle(610.1675f, 198.29097f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 202.97366f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 210.17726f, 3.5460052f, 5.4315f),
-            new Rectangle(610.1675f, 213.71696f, 5.697006f, 5.4315f),
-            new Rectangle(610.1675f, 219.40767f, 5.3639984f, 5.4315f),
-            new Rectangle(610.1675f, 224.76537f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 231.96896f, 5.4089966f, 5.4315f),
-            new Rectangle(610.1675f, 237.43286f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 242.11555f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 246.79825f, 5.697006f, 5.4315f),
-            new Rectangle(610.1675f, 252.48895f, 3.842987f, 5.4315f),
-            new Rectangle(610.1675f, 256.32565f, 5.4089966f, 5.4315f),
-            new Rectangle(610.1675f, 261.72836f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 266.41107f, 5.328003f, 5.4315f),
-            new Rectangle(610.1675f, 271.73276f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 278.93637f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 283.61908f, 5.4089966f, 5.4315f),
-            new Rectangle(610.1675f, 289.0218f, 2.4660034f, 5.4315f),
-            new Rectangle(610.1675f, 291.53818f, 4.6889954f, 5.4315f),
-            new Rectangle(610.1675f, 296.1579f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 301.8486f, 2.4660034f, 5.4315f),
-            new Rectangle(610.1675f, 304.365f, 5.4089966f, 5.4315f),
-            new Rectangle(610.1675f, 309.7677f, 3.54599f, 5.4315f),
-            new Rectangle(610.1675f, 313.3074f, 5.3640137f, 5.4315f),
-            new Rectangle(610.1675f, 318.6651f, 5.6069946f, 5.4315f),
-            new Rectangle(610.1675f, 324.2658f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 331.46942f, 3.54599f, 5.4315f),
-            new Rectangle(610.1675f, 335.00912f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 340.69983f, 3.842987f, 5.4315f),
-            new Rectangle(610.1675f, 344.53653f, 5.4630127f, 5.4315f),
-            new Rectangle(610.1675f, 349.99323f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 355.68393f, 5.6069946f, 5.4315f),
-            new Rectangle(610.1675f, 361.28464f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 366.97534f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 374.17896f, 3.54599f, 5.4315f),
-            new Rectangle(610.1675f, 377.71866f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 383.40936f, 5.3640137f, 5.4315f),
-            new Rectangle(610.1675f, 388.76706f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 395.97067f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 399.1324f, 5.4630127f, 5.4315f),
-            new Rectangle(610.1675f, 404.58908f, 3.842987f, 5.4315f),
-            new Rectangle(610.1675f, 408.42578f, 8.756989f, 5.4315f),
-            new Rectangle(610.1675f, 417.17648f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 422.8672f, 2.4660034f, 5.4315f),
-            new Rectangle(610.1675f, 425.38358f, 5.4089966f, 5.4315f),
-            new Rectangle(610.1675f, 430.7863f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 437.9305f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 441.09222f, 5.4630127f, 5.4315f),
-            new Rectangle(610.1675f, 446.54892f, 3.842987f, 5.4315f),
-            new Rectangle(610.1675f, 450.38562f, 3.1679993f, 5.4315f),
-            new Rectangle(610.1675f, 457.58923f, 3.54599f, 5.4315f),
-            new Rectangle(610.1675f, 461.12894f, 5.696991f, 5.4315f),
-            new Rectangle(610.1675f, 466.77103f, 5.3640137f, 5.4315f),
-            new Rectangle(610.1675f, 472.12872f, 3.1679993f, 5.4315f),
-            new Rectangle(621.08716f, 121.08f, 5.6070023f, 5.4315f),
-            new Rectangle(621.08716f, 126.659996f, 5.364006f, 5.4315f),
-            new Rectangle(621.08716f, 132.0024f, 3.5460052f, 5.4315f),
-            new Rectangle(621.08716f, 135.5421f, 5.3639984f, 5.4315f),
-            new Rectangle(621.08716f, 140.88449f, 3.8430023f, 5.4315f),
-            new Rectangle(621.08716f, 144.7266f, 8.757004f, 5.4315f),
-            new Rectangle(621.08716f, 153.4899f, 2.4660034f, 5.4315f),
-            new Rectangle(621.08716f, 155.9901f, 5.697006f, 5.4315f),
-            new Rectangle(621.08716f, 161.6916f, 5.4089966f, 5.4315f),
-            new Rectangle(621.08716f, 167.09521f, 3.5460052f, 5.4315f),
-            new Rectangle(621.08716f, 170.63492f, 2.4660034f, 5.4315f),
-            new Rectangle(621.08716f, 173.13512f, 5.4629974f, 5.4315f),
-            new Rectangle(621.08716f, 178.59543f, 5.697006f, 5.4315f),
-            new Rectangle(621.08716f, 184.29694f, 3.1679993f, 5.4315f),
-            new Rectangle(621.08716f, 187.48114f, 5.4629974f, 5.4315f),
-            new Rectangle(621.08716f, 192.94144f, 3.1679993f, 5.4315f),
-            new Rectangle(621.08716f, 196.12563f, 3.1679993f, 5.4315f),
-            new Rectangle(621.08716f, 199.30983f, 3.5460052f, 5.4315f),
-            new Rectangle(621.08716f, 202.84953f, 5.697006f, 5.4315f),
-            new Rectangle(621.08716f, 208.55104f, 5.3639984f, 5.4315f),
-            new Rectangle(621.08716f, 213.89343f, 3.1679993f, 5.4315f),
-            new Rectangle(621.08716f, 217.07764f, 4.6889954f, 5.4315f),
-            new Rectangle(621.08716f, 221.75764f, 5.4089966f, 5.4315f),
-            new Rectangle(621.08716f, 227.16125f, 8.757004f, 5.4315f),
-            new Rectangle(621.08716f, 235.86426f, 5.6069946f, 5.4315f),
-            new Rectangle(621.08716f, 241.44426f, 2.4660034f, 5.4315f),
-            new Rectangle(621.08716f, 243.94446f, 5.3639984f, 5.4315f),
-            new Rectangle(621.08716f, 249.28685f, 2.4210052f, 5.4315f),
-            new Rectangle(621.08716f, 251.69075f, 4.6890106f, 5.4315f),
-            new Rectangle(621.08716f, 256.37073f, 3.1679993f, 5.4315f),
-            new Rectangle(621.08716f, 259.55493f, 4.6889954f, 5.4315f),
-            new Rectangle(621.08716f, 264.23492f, 2.4660034f, 5.4315f),
-            new Rectangle(621.08716f, 266.75134f, 4.725006f, 5.4315f),
-            new Rectangle(621.08716f, 271.51053f, 5.3640137f, 5.4315f),
-            new Rectangle(621.08716f, 276.85294f, 3.276001f, 5.4315f),
-            new Rectangle(621.08716f, 280.16315f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 121.08f, 6.155998f, 5.4315f),
-            new Rectangle(644.00745f, 127.2324f, 7.083f, 5.4315f),
-            new Rectangle(644.00745f, 134.3118f, 6.5879974f, 5.4315f),
-            new Rectangle(644.00745f, 140.8962f, 6.255005f, 5.4315f),
-            new Rectangle(644.00745f, 147.1476f, 6.2819977f, 5.4315f),
-            new Rectangle(644.00745f, 153.426f, 5.6880035f, 5.4315f),
-            new Rectangle(644.00745f, 159.1104f, 6.156006f, 5.4315f),
-            new Rectangle(644.00745f, 165.2628f, 4.0859985f, 5.4315f),
-            new Rectangle(644.00745f, 169.3452f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 176.4894f, 6.9389954f, 5.4315f),
-            new Rectangle(644.00745f, 183.42479f, 5.4089966f, 5.4315f),
-            new Rectangle(644.00745f, 188.83018f, 3.5460052f, 5.4315f),
-            new Rectangle(644.00745f, 192.37259f, 5.4089966f, 5.4315f),
-            new Rectangle(644.00745f, 197.77798f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 204.98158f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 208.14598f, 5.4629974f, 5.4315f),
-            new Rectangle(644.00745f, 213.60538f, 3.8430023f, 5.4315f),
-            new Rectangle(644.00745f, 217.44478f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 224.58897f, 6.156006f, 5.4315f),
-            new Rectangle(644.00745f, 230.74138f, 7.3619995f, 5.4315f),
-            new Rectangle(644.00745f, 238.09978f, 2.4660034f, 5.4315f),
-            new Rectangle(644.00745f, 240.61618f, 3.5460052f, 5.4315f),
-            new Rectangle(644.00745f, 244.15588f, 4.725006f, 5.4315f),
-            new Rectangle(644.00745f, 248.87729f, 5.3639984f, 5.4315f),
-            new Rectangle(644.00745f, 254.23769f, 3.8430023f, 5.4315f),
-            new Rectangle(644.00745f, 258.0195f, 2.4660034f, 5.4315f),
-            new Rectangle(644.00745f, 260.5359f, 5.4089966f, 5.4315f),
-            new Rectangle(644.00745f, 265.94128f, 5.696991f, 5.4315f),
-            new Rectangle(644.00745f, 271.63467f, 5.6069946f, 5.4315f),
-            new Rectangle(644.00745f, 277.23807f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 284.44168f, 5.4089966f, 5.4315f),
-            new Rectangle(644.00745f, 289.84708f, 3.842987f, 5.4315f),
-            new Rectangle(644.00745f, 293.68646f, 5.3640137f, 5.4315f),
-            new Rectangle(644.00745f, 299.04688f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 306.2505f, 5.3640137f, 5.4315f),
-            new Rectangle(644.00745f, 311.6109f, 5.328003f, 5.4315f),
-            new Rectangle(644.00745f, 316.9353f, 3.54599f, 5.4315f),
-            new Rectangle(644.00745f, 320.4777f, 3.842987f, 5.4315f),
-            new Rectangle(644.00745f, 324.31708f, 5.4089966f, 5.4315f),
-            new Rectangle(644.00745f, 329.72247f, 4.6889954f, 5.4315f),
-            new Rectangle(644.00745f, 334.40787f, 3.54599f, 5.4315f),
-            new Rectangle(644.00745f, 337.95026f, 5.3640137f, 5.4315f),
-            new Rectangle(644.00745f, 343.31067f, 5.6069946f, 5.4315f),
-            new Rectangle(644.00745f, 348.91406f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 356.11768f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 359.28207f, 3.842987f, 5.4315f),
-            new Rectangle(644.00745f, 363.12146f, 5.4630127f, 5.4315f),
-            new Rectangle(644.00745f, 368.58087f, 8.756989f, 5.4315f),
-            new Rectangle(644.00745f, 377.33426f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 384.53787f, 3.54599f, 5.4315f),
-            new Rectangle(644.00745f, 388.08026f, 5.696991f, 5.4315f),
-            new Rectangle(644.00745f, 393.77365f, 5.3640137f, 5.4315f),
-            new Rectangle(644.00745f, 399.13406f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 406.2783f, 6.156006f, 5.4315f),
-            new Rectangle(644.00745f, 412.4307f, 7.3619995f, 5.4315f),
-            new Rectangle(644.00745f, 419.7891f, 2.4660034f, 5.4315f),
-            new Rectangle(644.00745f, 422.30548f, 4.6889954f, 5.4315f),
-            new Rectangle(644.00745f, 426.99088f, 4.6889954f, 5.4315f),
-            new Rectangle(644.00745f, 431.67627f, 3.1679993f, 5.4315f),
-            new Rectangle(644.00745f, 438.87988f, 5.174988f, 5.4315f),
-            new Rectangle(644.00745f, 444.05127f, 5.3640137f, 5.4315f),
-            new Rectangle(644.00745f, 449.41168f, 5.6069946f, 5.4315f),
-            new Rectangle(644.00745f, 455.01508f, 5.3640137f, 5.4315f),
-            new Rectangle(644.00745f, 460.3755f, 3.842987f, 5.4315f),
-            new Rectangle(644.00745f, 464.27786f, 5.4089966f, 5.4315f),
-            new Rectangle(644.00745f, 469.68146f, 2.4660034f, 5.4315f),
-            new Rectangle(644.00745f, 472.14386f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 121.08f, 6.155998f, 5.4315f),
-            new Rectangle(654.9874f, 127.245f, 3.5459976f, 5.4315f),
-            new Rectangle(654.9874f, 130.8f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 136.218f, 3.5460052f, 5.4315f),
-            new Rectangle(654.9874f, 139.773f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 142.248f, 4.6889954f, 5.4315f),
-            new Rectangle(654.9874f, 146.946f, 3.5460052f, 5.4315f),
-            new Rectangle(654.9874f, 150.42538f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 152.94179f, 4.6889954f, 5.4315f),
-            new Rectangle(654.9874f, 157.63979f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 163.05779f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 165.53279f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 170.99669f, 7.083008f, 5.4315f),
-            new Rectangle(654.9874f, 178.08868f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 181.21259f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 184.38959f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 186.8646f, 4.6889954f, 5.4315f),
-            new Rectangle(654.9874f, 191.56259f, 5.3639984f, 5.4315f),
-            new Rectangle(654.9874f, 196.9356f, 3.276001f, 5.4315f),
-            new Rectangle(654.9874f, 200.2206f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 205.6845f, 5.6069946f, 5.4315f),
-            new Rectangle(654.9874f, 211.30049f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 216.71849f, 3.5460052f, 5.4315f),
-            new Rectangle(654.9874f, 220.27348f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 225.69148f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 231.15538f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 234.33238f, 5.4629974f, 5.4315f),
-            new Rectangle(654.9874f, 239.80438f, 3.8430023f, 5.4315f),
-            new Rectangle(654.9874f, 243.65639f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 249.12029f, 3.7890015f, 5.4315f),
-            new Rectangle(654.9874f, 252.91829f, 4.6890106f, 5.4315f),
-            new Rectangle(654.9874f, 257.6163f, 3.842987f, 5.4315f),
-            new Rectangle(654.9874f, 261.4683f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 266.8863f, 5.3640137f, 5.4315f),
-            new Rectangle(654.9874f, 272.25928f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 274.73428f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 280.19818f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 283.37518f, 3.842987f, 5.4315f),
-            new Rectangle(654.9874f, 287.22717f, 5.4630127f, 5.4315f),
-            new Rectangle(654.9874f, 292.69916f, 8.756989f, 5.4315f),
-            new Rectangle(654.9874f, 301.3203f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 306.7842f, 3.54599f, 5.4315f),
-            new Rectangle(654.9874f, 310.3275f, 5.696991f, 5.4315f),
-            new Rectangle(654.9874f, 316.02182f, 5.3640137f, 5.4315f),
-            new Rectangle(654.9874f, 321.38312f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 326.84702f, 6.282013f, 5.4315f),
-            new Rectangle(654.9874f, 333.1263f, 5.3640137f, 5.4315f),
-            new Rectangle(654.9874f, 338.4876f, 5.696991f, 5.4315f),
-            new Rectangle(654.9874f, 344.18192f, 3.54599f, 5.4315f),
-            new Rectangle(654.9874f, 347.72522f, 3.842987f, 5.4315f),
-            new Rectangle(654.9874f, 351.62762f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 357.03125f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 359.54764f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 365.01154f, 6.174011f, 5.4315f),
-            new Rectangle(654.9874f, 371.18283f, 5.696991f, 5.4315f),
-            new Rectangle(654.9874f, 376.87714f, 3.842987f, 5.4315f),
-            new Rectangle(654.9874f, 380.71744f, 5.3640137f, 5.4315f),
-            new Rectangle(654.9874f, 386.07874f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 391.48505f, 5.696991f, 5.4315f),
-            new Rectangle(654.9874f, 397.17935f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 402.64325f, 5.4630127f, 5.4315f),
-            new Rectangle(654.9874f, 408.10355f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 411.26886f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 416.73276f, 6.156006f, 5.4315f),
-            new Rectangle(654.9874f, 422.88605f, 3.54599f, 5.4315f),
-            new Rectangle(654.9874f, 426.42935f, 5.4089966f, 5.4315f),
-            new Rectangle(654.9874f, 431.83566f, 3.54599f, 5.4315f),
-            new Rectangle(654.9874f, 435.37897f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 437.89536f, 4.6889954f, 5.4315f),
-            new Rectangle(654.9874f, 442.57538f, 3.54599f, 5.4315f),
-            new Rectangle(654.9874f, 446.11868f, 2.4660034f, 5.4315f),
-            new Rectangle(654.9874f, 448.63507f, 4.6889954f, 5.4315f),
-            new Rectangle(654.9874f, 453.32138f, 4.6889954f, 5.4315f),
-            new Rectangle(654.9874f, 458.0077f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 463.4716f, 5.4630127f, 5.4315f),
-            new Rectangle(654.9874f, 468.9319f, 3.1679993f, 5.4315f),
-            new Rectangle(654.9874f, 472.0972f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 121.08002f, 3.7890015f, 5.4315f),
-            new Rectangle(665.9071f, 124.86272f, 4.6889954f, 5.4315f),
-            new Rectangle(665.9071f, 129.54541f, 3.8430023f, 5.4315f),
-            new Rectangle(665.9071f, 133.38211f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 138.7848f, 5.3639984f, 5.4315f),
-            new Rectangle(665.9071f, 144.1425f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 146.6589f, 3.276001f, 5.4315f),
-            new Rectangle(665.9071f, 149.961f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 153.1452f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 158.5479f, 5.697006f, 5.4315f),
-            new Rectangle(665.9071f, 164.2386f, 5.6069946f, 5.4315f),
-            new Rectangle(665.9071f, 169.8393f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 173.0235f, 5.6069946f, 5.4315f),
-            new Rectangle(665.9071f, 178.6242f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 184.0269f, 3.5460052f, 5.4315f),
-            new Rectangle(665.9071f, 187.5666f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 192.9693f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 196.1535f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 199.3152f, 5.4629974f, 5.4315f),
-            new Rectangle(665.9071f, 204.7719f, 3.8430023f, 5.4315f),
-            new Rectangle(665.9071f, 208.6086f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 211.7928f, 6.5879974f, 5.4315f),
-            new Rectangle(665.9071f, 218.3745f, 5.697006f, 5.4315f),
-            new Rectangle(665.9071f, 224.0652f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 226.5816f, 3.5460052f, 5.4315f),
-            new Rectangle(665.9071f, 230.1213f, 5.3639984f, 5.4315f),
-            new Rectangle(665.9071f, 235.479f, 5.6069946f, 5.4315f),
-            new Rectangle(665.9071f, 241.07971f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 244.26392f, 6.2369995f, 5.4315f),
-            new Rectangle(665.9071f, 250.49461f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 253.01102f, 5.696991f, 5.4315f),
-            new Rectangle(665.9071f, 258.70172f, 5.6069946f, 5.4315f),
-            new Rectangle(665.9071f, 264.30243f, 5.6069946f, 5.4315f),
-            new Rectangle(665.9071f, 269.90314f, 5.4630127f, 5.4315f),
-            new Rectangle(665.9071f, 275.35983f, 8.756989f, 5.4315f),
-            new Rectangle(665.9071f, 284.11053f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 287.29474f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 290.45645f, 3.842987f, 5.4315f),
-            new Rectangle(665.9071f, 294.29315f, 5.4630127f, 5.4315f),
-            new Rectangle(665.9071f, 299.74985f, 8.756989f, 5.4315f),
-            new Rectangle(665.9071f, 308.39972f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 311.58392f, 3.54599f, 5.4315f),
-            new Rectangle(665.9071f, 315.12363f, 5.696991f, 5.4315f),
-            new Rectangle(665.9071f, 320.81433f, 5.3640137f, 5.4315f),
-            new Rectangle(665.9071f, 326.17203f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 329.35623f, 7.083008f, 5.4315f),
-            new Rectangle(665.9071f, 336.43292f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 339.59464f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 342.75635f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 345.27182f, 4.6889954f, 5.4315f),
-            new Rectangle(665.9071f, 349.95453f, 5.3640137f, 5.4315f),
-            new Rectangle(665.9071f, 355.31223f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 358.49643f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 361.65814f, 5.4630127f, 5.4315f),
-            new Rectangle(665.9071f, 367.11484f, 3.842987f, 5.4315f),
-            new Rectangle(665.9071f, 370.95154f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 374.13574f, 6.7319946f, 5.4315f),
-            new Rectangle(665.9071f, 380.86145f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 386.26416f, 3.54599f, 5.4315f),
-            new Rectangle(665.9071f, 389.80386f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 392.31934f, 5.4630127f, 5.4315f),
-            new Rectangle(665.9071f, 397.77603f, 5.696991f, 5.4315f),
-            new Rectangle(665.9071f, 403.46674f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 408.80914f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 411.32462f, 3.1679993f, 5.4315f),
-            new Rectangle(665.9071f, 414.44852f, 6.156006f, 5.4315f),
-            new Rectangle(665.9071f, 420.5982f, 3.54599f, 5.4315f),
-            new Rectangle(665.9071f, 424.1379f, 5.4089966f, 5.4315f),
-            new Rectangle(665.9071f, 429.54062f, 3.54599f, 5.4315f),
-            new Rectangle(665.9071f, 433.08032f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 435.5958f, 4.6889954f, 5.4315f),
-            new Rectangle(665.9071f, 440.2749f, 3.54599f, 5.4315f),
-            new Rectangle(665.9071f, 443.75342f, 2.4660034f, 5.4315f),
-            new Rectangle(665.9071f, 446.2689f, 4.6889954f, 5.4315f),
-            new Rectangle(665.9071f, 450.9516f, 4.6889954f, 5.4315f),
-            new Rectangle(665.9071f, 455.6343f, 3.276001f, 5.4315f),
-            new Rectangle(665.9071f, 458.90402f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 137.10002f, 5.0130005f, 5.4315f),
-            new Rectangle(688.82745f, 142.10312f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 144.61952f, 5.3639984f, 5.4315f),
-            new Rectangle(688.82745f, 149.97362f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 154.65271f, 5.697006f, 5.4315f),
-            new Rectangle(688.82745f, 160.33981f, 3.5460052f, 5.4315f),
-            new Rectangle(688.82745f, 163.87592f, 5.3639984f, 5.4315f),
-            new Rectangle(688.82745f, 169.23001f, 5.697006f, 5.4315f),
-            new Rectangle(688.82745f, 174.91711f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 179.59622f, 3.5460052f, 5.4315f),
-            new Rectangle(688.82745f, 183.13232f, 5.3639984f, 5.4315f),
-            new Rectangle(688.82745f, 188.48642f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 191.00282f, 5.697006f, 5.4315f),
-            new Rectangle(688.82745f, 196.68993f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 199.87413f, 5.697006f, 5.4315f),
-            new Rectangle(688.82745f, 205.56123f, 5.4089966f, 5.4315f),
-            new Rectangle(688.82745f, 210.96033f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 215.63943f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 218.82364f, 5.697006f, 5.4315f),
-            new Rectangle(688.82745f, 224.51074f, 5.4629974f, 5.4315f),
-            new Rectangle(688.82745f, 229.96384f, 3.5460052f, 5.4315f),
-            new Rectangle(688.82745f, 233.49994f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 236.68414f, 5.6069946f, 5.4315f),
-            new Rectangle(688.82745f, 242.28125f, 5.3639984f, 5.4315f),
-            new Rectangle(688.82745f, 247.63535f, 5.3639984f, 5.4315f),
-            new Rectangle(688.82745f, 253.03804f, 5.697006f, 5.4315f),
-            new Rectangle(688.82745f, 258.73953f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 261.92374f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 264.44012f, 5.696991f, 5.4315f),
-            new Rectangle(688.82745f, 270.14163f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 274.76135f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 277.27774f, 5.696991f, 5.4315f),
-            new Rectangle(688.82745f, 282.96484f, 5.6069946f, 5.4315f),
-            new Rectangle(688.82745f, 288.56195f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 293.91605f, 5.6069946f, 5.4315f),
-            new Rectangle(688.82745f, 299.51315f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 302.69736f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 305.21375f, 5.696991f, 5.4315f),
-            new Rectangle(688.82745f, 310.91525f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 314.03915f, 3.54599f, 5.4315f),
-            new Rectangle(688.82745f, 317.57526f, 5.696991f, 5.4315f),
-            new Rectangle(688.82745f, 323.26236f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 328.61646f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 331.80066f, 3.54599f, 5.4315f),
-            new Rectangle(688.82745f, 335.33676f, 5.4089966f, 5.4315f),
-            new Rectangle(688.82745f, 340.73587f, 5.6069946f, 5.4315f),
-            new Rectangle(688.82745f, 346.33298f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 348.84937f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 354.20346f, 4.0859985f, 5.4315f),
-            new Rectangle(688.82745f, 358.27957f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 361.46378f, 6.7319946f, 5.4315f),
-            new Rectangle(688.82745f, 368.18588f, 5.4630127f, 5.4315f),
-            new Rectangle(688.82745f, 373.63898f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 376.82318f, 5.4089966f, 5.4315f),
-            new Rectangle(688.82745f, 382.2223f, 5.696991f, 5.4315f),
-            new Rectangle(688.82745f, 387.9094f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 392.5885f, 7.3619995f, 5.4315f),
-            new Rectangle(688.82745f, 399.9406f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 405.2947f, 3.842987f, 5.4315f),
-            new Rectangle(688.82745f, 409.1278f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 413.80692f, 3.1679993f, 5.4315f),
-            new Rectangle(688.82745f, 416.99112f, 3.842987f, 5.4315f),
-            new Rectangle(688.82745f, 420.82422f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 426.1783f, 4.6889954f, 5.4315f),
-            new Rectangle(688.82745f, 430.85742f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 436.21152f, 2.4660034f, 5.4315f),
-            new Rectangle(688.82745f, 438.7279f, 5.328003f, 5.4315f),
-            new Rectangle(688.82745f, 444.06943f, 5.3640137f, 5.4315f),
-            new Rectangle(688.82745f, 449.42352f, 5.6069946f, 5.4315f),
-            new Rectangle(688.82745f, 455.02063f, 3.276001f, 5.4315f),
-            new Rectangle(688.82745f, 458.32275f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 203.70001f, 5.5440063f, 5.4315f),
-            new Rectangle(711.8071f, 209.23412f, 5.4089966f, 5.4315f),
-            new Rectangle(711.8071f, 214.63321f, 5.6069946f, 5.4315f),
-            new Rectangle(711.8071f, 220.23032f, 2.4660034f, 5.4315f),
-            new Rectangle(711.8071f, 222.74582f, 5.3639984f, 5.4315f),
-            new Rectangle(711.8071f, 228.09991f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 231.28322f, 5.723999f, 5.4315f),
-            new Rectangle(711.8071f, 236.99731f, 5.723999f, 5.4315f),
-            new Rectangle(711.8071f, 242.71141f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 245.89471f, 5.723999f, 5.4315f),
-            new Rectangle(711.8071f, 251.60881f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 254.79211f, 6.156006f, 5.4315f),
-            new Rectangle(711.8071f, 260.9751f, 4.6889954f, 5.4315f),
-            new Rectangle(711.8071f, 265.6542f, 4.6889954f, 5.4315f),
-            new Rectangle(711.8071f, 270.3333f, 5.696991f, 5.4315f),
-            new Rectangle(711.8071f, 276.02042f, 3.842987f, 5.4315f),
-            new Rectangle(711.8071f, 279.85352f, 5.4089966f, 5.4315f),
-            new Rectangle(711.8071f, 285.25262f, 4.6889954f, 5.4315f),
-            new Rectangle(711.8071f, 289.93173f, 5.328003f, 5.4315f),
-            new Rectangle(711.8071f, 295.24982f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 298.4331f, 5.4630127f, 5.4315f),
-            new Rectangle(711.8071f, 303.8862f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 307.0443f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 310.2276f, 3.54599f, 5.4315f),
-            new Rectangle(711.8071f, 313.7637f, 5.696991f, 5.4315f),
-            new Rectangle(711.8071f, 319.4508f, 5.3640137f, 5.4315f),
-            new Rectangle(711.8071f, 324.8049f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 327.9882f, 4.6889954f, 5.4315f),
-            new Rectangle(711.8071f, 332.6673f, 5.696991f, 5.4315f),
-            new Rectangle(711.8071f, 338.3544f, 3.842987f, 5.4315f),
-            new Rectangle(711.8071f, 342.1875f, 5.328003f, 5.4315f),
-            new Rectangle(711.8071f, 347.5056f, 5.3640137f, 5.4315f),
-            new Rectangle(711.8071f, 352.8597f, 5.328003f, 5.4315f),
-            new Rectangle(711.8071f, 358.1778f, 3.1679993f, 5.4315f),
-            new Rectangle(711.8071f, 361.36108f, 3.842987f, 5.4315f),
-            new Rectangle(711.8071f, 365.19418f, 5.3640137f, 5.4315f),
-            new Rectangle(711.8071f, 370.54828f, 4.6889954f, 5.4315f),
-            new Rectangle(711.8071f, 375.2274f, 5.696991f, 5.4315f),
-            new Rectangle(711.8071f, 380.9145f, 2.4660034f, 5.4315f),
-            new Rectangle(711.8071f, 383.42996f, 3.54599f, 5.4315f),
-            new Rectangle(711.8071f, 386.96875f, 4.6889954f, 5.4315f),
-            new Rectangle(711.8071f, 391.64786f, 3.1679993f, 5.4315f) };
-
     @Test
     public void testRemoveSequentialSpaces() throws IOException {
         Page page = UtilsForTesting.getAreaFromFirstPage(
@@ -1943,8 +320,21 @@ public void testNaturalOrderOfRectangles() throws IOException {
     
     @Test
     public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
+        CSVParser parse = org.apache.commons.csv.CSVParser.parse(new File("src/test/resources/technology/tabula/csv/TestBasicExtractor-RECTANGLE_TEST_NATURAL_ORDER.csv"),
+                Charset.forName("utf-8"),
+                CSVFormat.DEFAULT);
+
+        List<Rectangle> rectangles = new ArrayList<Rectangle>();
+
+        for (CSVRecord record: parse) {
+            rectangles.add(new Rectangle(Float.parseFloat(record.get(0)),
+                    Float.parseFloat(record.get(1)),
+                    Float.parseFloat(record.get(2)),
+                    Float.parseFloat(record.get(3))));
+        }
+
         
-    	List<Rectangle> rectangles = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
+    	//List<Rectangle> rectangles = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
     	Utils.sort(rectangles);
     	
     	for (int i = 0; i < (rectangles.size() - 1); i++) {
@@ -1952,10 +342,7 @@ public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
 			Rectangle nextRectangle = rectangles.get(i + 1);
 			
 			assertTrue(rectangle.compareTo(nextRectangle) < 0);
-			
-			
 		}
-
     }
 
     @Test
diff --git a/src/test/resources/technology/tabula/csv/TestBasicExtractor-RECTANGLE_TEST_NATURAL_ORDER.csv b/src/test/resources/technology/tabula/csv/TestBasicExtractor-RECTANGLE_TEST_NATURAL_ORDER.csv
new file mode 100644
index 00000000..d5472704
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/TestBasicExtractor-RECTANGLE_TEST_NATURAL_ORDER.csv
@@ -0,0 +1,1626 @@
+38.368214,405.48,6.5260315,6.1515007
+38.368214,412.02048,5.2577515,6.1515007
+38.368214,417.3023,4.8965454,6.1515007
+38.368214,422.26788,2.7211914,6.1515007
+38.368214,425.0292,2.4161682,6.1515007
+38.368214,427.5144,5.4825134,6.1515007
+38.368214,432.97363,5.1935425,6.1515007
+38.368214,438.2362,2.7211914,6.1515007
+38.368214,440.93732,2.2235107,6.1515007
+38.368214,443.15842,4.8965454,6.1515007
+38.368214,448.124,4.8804626,6.1515007
+38.368214,453.04462,7.529419,6.1515007
+38.368214,460.60452,5.4744873,6.1515007
+38.368214,466.18335,5.217621,6.1515007
+38.368214,471.40417,2.4161682,6.1515007
+38.368214,473.8661,2.2235107,6.1515007
+38.368214,476.0872,4.01355,6.1515007
+38.368214,480.10715,2.2235107,6.1515007
+38.368214,482.38846,4.8724365,6.1515007
+38.368214,487.32996,4.3025208,6.1515007
+38.368214,491.7015,7.376892,6.1515007
+38.368214,499.0816,2.2235107,6.1515007
+38.368214,501.3629,4.4470215,6.1515007
+38.368214,505.87897,4.4470215,6.1515007
+38.368214,510.31717,2.2234802,6.1515007
+49.408497,462.0598,2.2235107,6.1515007
+49.408497,464.2809,3.893158,6.1515007
+49.408497,468.1861,1.6054077,6.1515007
+49.408497,469.80356,4.8965454,6.1515007
+49.408497,474.78436,5.4825134,6.1515007
+49.408497,480.2436,1.6054077,6.1515007
+49.408497,481.92206,2.2235107,6.1515007
+49.408497,484.14316,4.8724365,6.1515007
+49.408497,489.02765,5.217621,6.1515007
+49.408497,494.30865,5.4744873,6.1515007
+49.408497,499.79517,5.2577515,6.1515007
+49.408497,505.1372,2.4161682,6.1515007
+49.408497,507.5654,2.7211914,6.1515007
+49.408497,510.2986,2.2234802,6.1515007
+793.4082,85.08,7.3170013,6.1515007
+793.4082,92.3403,6.6600037,6.1515007
+793.4082,99.1227,5.4629974,6.1515007
+793.4082,104.58301,4.4820023,6.1515007
+793.4082,109.022705,6.6600037,6.1515007
+793.4082,115.744804,2.4930038,6.1515007
+793.4082,437.04028,5.328003,6.1515007
+793.4082,442.36377,6.147003,6.1515007
+793.4082,448.50626,6.057007,6.1515007
+793.4082,454.55875,5.850006,6.1515007
+793.4082,460.40424,2.4930115,6.1515007
+793.4082,462.92514,4.9859924,6.1515007
+793.4082,467.90665,4.9859924,6.1515007
+793.4082,472.88815,4.9859924,6.1515007
+793.4082,477.86966,2.4930115,6.1515007
+793.4082,480.39056,5.894989,6.1515007
+793.4082,486.28107,2.8259888,6.1515007
+793.4082,489.10257,2.4930115,6.1515007
+793.4082,491.62347,4.9859924,6.1515007
+793.4082,496.60498,4.9859924,6.1515007
+793.4082,501.5865,4.9859924,6.1515007
+793.4082,506.568,2.4930115,6.1515007
+805.94824,510.3,2.492981,6.1515007
+120.76954,155.28,5.7591705,5.5301404
+120.76954,161.03598,4.873764,5.5301404
+120.76954,165.90656,4.873764,5.5301404
+120.76954,170.77713,4.873764,5.5301404
+120.76954,175.6477,2.6562347,5.5301404
+120.76954,178.30075,3.1029358,5.5301404
+120.76954,181.4005,4.4350433,5.5301404
+115.60969,217.92023,5.320465,5.5301404
+115.60969,223.24467,4.4350433,5.5301404
+115.60969,227.68372,2.2175293,5.5301404
+115.60969,229.90523,2.2175293,5.5301404
+115.60969,232.12674,4.873764,5.5301404
+115.60969,237.00449,2.2175293,5.5301404
+115.60969,239.226,3.1029358,5.5301404
+115.60969,242.33292,4.4350433,5.5301404
+115.60969,246.77196,4.873764,5.5301404
+115.60969,251.6497,2.2175293,5.5301404
+115.60969,253.87122,2.2175293,5.5301404
+115.60969,256.0927,4.4350586,5.5301404
+115.60969,260.53174,4.4350586,5.5301404
+115.60969,264.97076,2.2175293,5.5301404
+125.989265,219.60011,4.873764,5.5301404
+125.989265,224.47467,4.4350433,5.5301404
+125.989265,228.9105,3.1029358,5.5301404
+125.989265,232.01424,2.2175293,5.5301404
+125.989265,234.23575,4.4350433,5.5301404
+125.989265,238.67159,4.873764,5.5301404
+125.989265,243.54614,4.873764,5.5301404
+125.989265,248.4207,4.873764,5.5301404
+125.989265,253.29526,2.6562347,5.5301404
+125.989265,255.9523,3.1029358,5.5301404
+125.989265,259.05603,4.4350586,5.5301404
+110.38917,285.3002,5.759186,5.5301404
+110.38917,291.05618,4.873749,5.5301404
+110.38917,295.92676,7.091278,5.5301404
+110.38917,303.01486,4.873749,5.5301404
+110.38917,307.88544,4.4350586,5.5301404
+110.38917,312.3173,3.1029358,5.5301404
+110.38917,315.41702,2.2175293,5.5301404
+110.38917,317.63852,4.873749,5.5301404
+110.38917,322.5091,2.65625,5.5301404
+110.38917,325.16214,2.2175293,5.5301404
+120.76954,275.22003,3.1029358,5.5301404
+120.76954,278.32855,4.4350586,5.5301404
+120.76954,282.7692,4.4350586,5.5301404
+120.76954,287.20984,4.4350586,5.5301404
+120.76954,291.65048,4.4350586,5.5301404
+120.76954,296.09113,3.1029358,5.5301404
+120.76954,299.19965,4.4350586,5.5301404
+120.76954,303.6403,4.873749,5.5301404
+120.76954,308.51962,4.4350586,5.5301404
+120.76954,312.96027,3.1029358,5.5301404
+120.76954,316.0688,4.4350586,5.5301404
+120.76954,320.50943,2.2175293,5.5301404
+120.76954,322.73093,4.873749,5.5301404
+120.76954,327.61026,4.4350586,5.5301404
+120.76954,332.0509,3.1029358,5.5301404
+120.76954,335.15942,2.2175293,5.5301404
+131.14992,284.70035,4.4350586,5.5301404
+131.14992,289.133,4.873749,5.5301404
+131.14992,294.00436,4.873749,5.5301404
+131.14992,298.87573,4.873749,5.5301404
+131.14992,303.7471,2.65625,5.5301404
+131.14992,306.40094,3.1029358,5.5301404
+131.14992,309.5015,4.4350586,5.5301404
+131.14992,313.76025,2.2175293,5.5301404
+131.14992,315.98175,2.65625,5.5301404
+131.14992,318.6356,4.4350586,5.5301404
+131.14992,323.06824,2.65625,5.5301404
+120.76954,360.60025,4.873749,5.5301404
+120.76954,365.4724,2.2175293,5.5301404
+120.76954,367.6939,2.65625,5.5301404
+120.76954,370.34854,4.4350586,5.5301404
+120.76954,374.78198,2.65625,5.5301404
+120.76954,403.82193,5.759186,5.5301404
+120.76954,409.3402,4.4350586,5.5301404
+120.76954,413.77365,4.4350586,5.5301404
+120.76954,418.2071,4.873749,5.5301404
+120.76954,423.07925,3.1029358,5.5301404
+120.76954,426.1806,4.4350586,5.5301404
+120.76954,430.61404,4.4350586,5.5301404
+120.76954,435.0475,4.4350586,5.5301404
+120.76954,439.30624,2.2175293,5.5301404
+120.76954,441.52774,4.873749,5.5301404
+120.76954,446.3999,4.4350586,5.5301404
+120.76954,450.83334,4.4350586,5.5301404
+120.76954,455.0921,4.4350586,5.5301404
+120.76954,459.53113,2.2175293,5.5301404
+148.37137,132.9,5.5688934,6.6683106
+148.37137,138.4699,5.5688934,6.6683106
+148.37137,144.0398,2.7844543,6.6683106
+148.37137,146.82524,5.0079956,6.6683106
+148.37137,151.83424,2.2235565,6.6683106
+148.37137,154.05879,5.5688934,6.6683106
+148.37137,238.71704,5.5688934,6.6683106
+148.37137,292.7153,5.5689087,6.6683106
+148.37137,298.2852,2.7844543,6.6683106
+148.37137,301.07065,5.5689087,6.6683106
+148.37137,306.64053,5.5689087,6.6683106
+148.37137,312.21042,5.5689087,6.6683106
+148.37137,350.90823,5.5689087,6.6683106
+148.37137,356.47812,2.7844543,6.6683106
+148.37137,359.26358,5.5689087,6.6683106
+148.37137,364.83347,5.5689087,6.6683106
+148.37137,370.40335,5.5689087,6.6683106
+148.37137,375.97324,5.5689087,6.6683106
+148.37137,381.54312,5.5689087,6.6683106
+160.85129,132.9,8.343323,6.6683106
+160.85129,141.24632,5.5688934,6.6683106
+160.85129,146.81822,2.2235565,6.6683106
+160.85129,149.04478,2.7844543,6.6683106
+160.85129,151.83224,5.5688934,6.6683106
+160.85129,235.89052,5.5688934,6.6683106
+160.85129,241.46942,5.5688934,6.6683106
+160.85129,296.908,5.5689087,6.6683106
+160.85129,302.4799,5.5689087,6.6683106
+160.85129,308.0518,5.5689087,6.6683106
+160.85129,350.89023,5.5689087,6.6683106
+160.85129,356.46213,2.7844543,6.6683106
+160.85129,359.24957,5.5689087,6.6683106
+160.85129,364.82147,5.5689087,6.6683106
+160.85129,370.39337,5.5689087,6.6683106
+160.85129,375.96527,5.5689087,6.6683106
+160.85129,381.53717,5.5689087,6.6683106
+173.3312,132.9,2.7844543,6.6683106
+173.3312,135.69044,5.0079956,6.6683106
+173.3312,140.70445,5.5688934,6.6683106
+173.3312,146.27936,2.2235565,6.6683106
+173.3312,148.50893,5.5688934,6.6683106
+173.3312,154.08383,5.5688934,6.6683106
+173.3312,159.65874,5.5688934,6.6683106
+173.3312,235.85646,5.5688934,6.6683106
+173.3312,241.43137,5.5688934,6.6683106
+173.3312,292.66922,5.5689087,6.6683106
+173.3312,298.24414,2.7844543,6.6683106
+173.3312,301.0346,5.5689087,6.6683106
+173.3312,306.60953,5.5689087,6.6683106
+173.3312,312.18445,5.5689087,6.6683106
+173.3312,350.88226,5.5689087,6.6683106
+173.3312,356.45718,2.7844543,6.6683106
+173.3312,359.24765,5.5689087,6.6683106
+173.3312,364.82257,5.5689087,6.6683106
+173.3312,370.3975,5.5689087,6.6683106
+173.3312,375.9724,5.5689087,6.6683106
+173.3312,381.54733,5.5689087,6.6683106
+185.81113,132.9,5.5688934,6.6683106
+185.81113,138.47389,5.5688934,6.6683106
+185.81113,144.04779,5.0079956,6.6683106
+185.81113,149.06079,5.5688934,6.6683106
+185.81113,154.63469,8.343323,6.6683106
+185.81113,162.98303,5.5688934,6.6683106
+185.81113,168.55693,5.5688934,6.6683106
+185.81113,174.13083,5.5688934,6.6683106
+185.81113,179.70473,3.3353271,6.6683106
+185.81113,183.04506,5.5688934,6.6683106
+185.81113,235.8434,5.5688934,6.6683106
+185.81113,241.4223,5.5688934,6.6683106
+185.81113,292.66016,5.5689087,6.6683106
+185.81113,298.23907,2.7844543,6.6683106
+185.81113,301.02853,5.5689087,6.6683106
+185.81113,306.60245,5.5689087,6.6683106
+185.81113,312.17636,5.5689087,6.6683106
+185.81113,350.87418,5.5689087,6.6683106
+185.81113,356.4481,2.7844543,6.6683106
+185.81113,359.23755,5.5689087,6.6683106
+185.81113,364.81146,5.5689087,6.6683106
+185.81113,370.38538,5.5689087,6.6683106
+185.81113,375.9593,5.5689087,6.6683106
+185.81113,381.5332,5.5689087,6.6683106
+198.05154,132.9,2.7844543,6.6683106
+198.05154,135.69145,5.0079956,6.6683106
+198.05154,140.70647,3.3353271,6.6683106
+198.05154,144.04881,5.5688934,6.6683106
+198.05154,149.62473,5.5688934,6.6683106
+198.05154,155.20064,2.2235565,6.6683106
+198.05154,235.83844,5.5688934,6.6683106
+198.05154,241.41435,5.5688934,6.6683106
+198.05154,289.8928,5.5689087,6.6683106
+198.05154,295.4687,5.5689087,6.6683106
+198.05154,301.0446,2.7844543,6.6683106
+198.05154,303.83606,5.5689087,6.6683106
+198.05154,309.41196,5.5689087,6.6683106
+198.05154,314.98785,5.5689087,6.6683106
+198.05154,350.86615,5.5689087,6.6683106
+198.05154,356.44205,2.7844543,6.6683106
+198.05154,359.23352,5.5689087,6.6683106
+198.05154,364.80942,5.5689087,6.6683106
+198.05154,370.3853,5.5689087,6.6683106
+198.05154,375.9612,5.5689087,6.6683106
+198.05154,381.5371,5.5689087,6.6683106
+211.49136,132.9,7.231552,6.6683106
+211.49136,140.13855,5.0079956,6.6683106
+211.49136,145.15356,5.5688934,6.6683106
+211.49136,150.72948,3.3353271,6.6683106
+211.49136,154.07182,5.5688934,6.6683106
+211.49136,159.64774,5.0079956,6.6683106
+211.49136,235.84846,5.5688934,6.6683106
+211.49136,241.42438,5.5688934,6.6683106
+211.49136,292.66324,5.5689087,6.6683106
+211.49136,298.23914,2.7844543,6.6683106
+211.49136,301.0306,5.5689087,6.6683106
+211.49136,306.6065,5.5689087,6.6683106
+211.49136,312.1824,5.5689087,6.6683106
+211.49136,350.88123,5.5689087,6.6683106
+211.49136,356.45712,2.7844543,6.6683106
+211.49136,359.2486,5.5689087,6.6683106
+211.49136,364.8245,5.5689087,6.6683106
+211.49136,370.4004,5.5689087,6.6683106
+211.49136,375.9763,5.5689087,6.6683106
+211.49136,381.5522,5.5689087,6.6683106
+223.97128,132.9,6.6806793,6.6683106
+223.97128,139.58366,5.0079956,6.6683106
+223.97128,144.59467,2.7844543,6.6683106
+223.97128,147.38213,5.5688934,6.6683106
+223.97128,152.95403,5.5688934,6.6683106
+223.97128,158.52592,2.2235565,6.6683106
+223.97128,160.75249,5.5688934,6.6683106
+223.97128,235.87048,5.5688934,6.6683106
+223.97128,241.44939,5.5688934,6.6683106
+223.97128,292.68723,5.5689087,6.6683106
+223.97128,298.26614,2.7844543,6.6683106
+223.97128,301.0536,5.5689087,6.6683106
+223.97128,306.6255,5.5689087,6.6683106
+223.97128,312.1974,5.5689087,6.6683106
+223.97128,350.8952,5.5689087,6.6683106
+223.97128,356.4671,2.7844543,6.6683106
+223.97128,359.25455,5.5689087,6.6683106
+223.97128,364.82645,5.5689087,6.6683106
+223.97128,370.39835,5.5689087,6.6683106
+223.97128,375.97025,5.5689087,6.6683106
+223.97128,381.54214,5.5689087,6.6683106
+236.4512,132.9,6.6806793,6.6683106
+236.4512,139.58366,5.5688934,6.6683106
+236.4512,145.15556,2.2235565,6.6683106
+236.4512,147.38213,5.5688934,6.6683106
+236.4512,152.95403,5.5688934,6.6683106
+236.4512,158.52592,3.3353271,6.6683106
+236.4512,161.86426,2.2235565,6.6683106
+236.4512,164.09082,5.5688934,6.6683106
+236.4512,235.84845,5.5688934,6.6683106
+236.4512,241.42035,5.5688934,6.6683106
+236.4512,289.8978,5.5689087,6.6683106
+236.4512,295.4697,5.5689087,6.6683106
+236.4512,301.0416,2.7844543,6.6683106
+236.4512,303.82904,5.5689087,6.6683106
+236.4512,309.40094,5.5689087,6.6683106
+236.4512,314.97284,5.5689087,6.6683106
+236.4512,350.85016,5.5689087,6.6683106
+236.4512,356.42206,2.7844543,6.6683106
+236.4512,359.2095,5.5689087,6.6683106
+236.4512,364.7814,5.5689087,6.6683106
+236.4512,370.3533,5.5689087,6.6683106
+236.4512,375.9252,5.5689087,6.6683106
+236.4512,381.4971,5.5689087,6.6683106
+248.93112,132.9,6.6806793,6.6683106
+248.93112,139.58267,2.2235565,6.6683106
+248.93112,141.80823,5.5688934,6.6683106
+248.93112,147.37912,5.0079956,6.6683106
+248.93112,152.38913,5.5688934,6.6683106
+248.93112,157.96002,5.5688934,6.6683106
+248.93112,163.53091,2.2235565,6.6683106
+248.93112,165.75647,5.5688934,6.6683106
+248.93112,235.8945,5.5688934,6.6683106
+248.93112,241.4734,5.5688934,6.6683106
+248.93112,289.95184,5.5689087,6.6683106
+248.93112,295.52274,5.5689087,6.6683106
+248.93112,301.09363,2.7844543,6.6683106
+248.93112,303.88007,5.5689087,6.6683106
+248.93112,309.45096,5.5689087,6.6683106
+248.93112,315.02185,5.5689087,6.6683106
+248.93112,350.90015,5.5689087,6.6683106
+248.93112,356.47104,2.7844543,6.6683106
+248.93112,359.25748,5.5689087,6.6683106
+248.93112,364.82837,5.5689087,6.6683106
+248.93112,370.39926,5.5689087,6.6683106
+248.93112,375.97015,5.5689087,6.6683106
+248.93112,381.54105,5.5689087,6.6683106
+261.41104,132.9,6.6806793,6.6683106
+261.41104,139.58667,7.231552,6.6683106
+261.41104,146.82423,2.2235565,6.6683106
+261.41104,149.0538,2.7844543,6.6683106
+261.41104,151.84425,5.0079956,6.6683106
+261.41104,156.85826,5.5688934,6.6683106
+261.41104,162.43317,3.3353271,6.6683106
+261.41104,165.7745,2.2235565,6.6683106
+261.41104,168.00407,5.5688934,6.6683106
+261.41104,173.57898,5.5688934,6.6683106
+261.41104,179.15388,5.5688934,6.6683106
+261.41104,235.85246,5.5688934,6.6683106
+261.41104,241.42737,5.5688934,6.6683106
+261.41104,289.90582,5.5689087,6.6683106
+261.41104,295.48074,5.5689087,6.6683106
+261.41104,301.05566,2.7844543,6.6683106
+261.41104,303.84613,5.5689087,6.6683106
+261.41104,309.42105,5.5689087,6.6683106
+261.41104,314.99597,5.5689087,6.6683106
+261.41104,350.8743,5.5689087,6.6683106
+261.41104,356.44922,2.7844543,6.6683106
+261.41104,359.2397,5.5689087,6.6683106
+261.41104,364.8146,5.5689087,6.6683106
+261.41104,370.38953,5.5689087,6.6683106
+261.41104,375.96445,5.5689087,6.6683106
+261.41104,381.53937,5.5689087,6.6683106
+273.89096,132.9,6.6806793,6.6683106
+273.89096,139.58467,5.5688934,6.6683106
+273.89096,145.15758,5.0079956,6.6683106
+273.89096,150.16959,2.7844543,6.6683106
+273.89096,152.95804,3.3353271,6.6683106
+273.89096,156.29738,2.2235565,6.6683106
+273.89096,158.52493,5.5688934,6.6683106
+273.89096,235.86348,5.5688934,6.6683106
+273.89096,241.4424,5.5688934,6.6683106
+273.89096,289.92084,5.5689087,6.6683106
+273.89096,295.49374,5.5689087,6.6683106
+273.89096,301.06665,2.7844543,6.6683106
+273.89096,303.8551,5.5689087,6.6683106
+273.89096,309.428,5.5689087,6.6683106
+273.89096,315.00092,5.5689087,6.6683106
+273.89096,350.87924,5.5689087,6.6683106
+273.89096,356.45215,2.7844543,6.6683106
+273.89096,359.2406,5.5689087,6.6683106
+273.89096,364.8135,5.5689087,6.6683106
+273.89096,370.3864,5.5689087,6.6683106
+273.89096,375.95932,5.5689087,6.6683106
+273.89096,381.53223,5.5689087,6.6683106
+286.37088,132.9,7.231552,6.6683106
+286.37088,140.14056,5.0079956,6.6683106
+286.37088,145.15758,5.5688934,6.6683106
+286.37088,150.73549,5.0079956,6.6683106
+286.37088,155.7525,5.5688934,6.6683106
+286.37088,161.33041,2.7844543,6.6683106
+286.37088,164.09183,7.231552,6.6683106
+286.37088,171.3324,5.5688934,6.6683106
+286.37088,176.91031,5.5688934,6.6683106
+286.37088,182.48822,5.5688934,6.6683106
+286.37088,188.06613,5.5688934,6.6683106
+286.37088,193.64404,2.2235565,6.6683106
+286.37088,195.8766,2.2235565,6.6683106
+286.37088,198.10916,5.0079956,6.6683106
+286.37088,235.78935,5.5688934,6.6683106
+286.37088,241.36726,5.5688934,6.6683106
+286.37088,289.8457,5.5689087,6.6683106
+286.37088,295.4236,5.5689087,6.6683106
+286.37088,301.00153,2.7844543,6.6683106
+286.37088,303.79498,5.5689087,6.6683106
+286.37088,309.3729,5.5689087,6.6683106
+286.37088,314.9508,5.5689087,6.6683106
+286.37088,350.82913,5.5689087,6.6683106
+286.37088,356.40704,2.7844543,6.6683106
+286.37088,359.2005,5.5689087,6.6683106
+286.37088,364.7784,5.5689087,6.6683106
+286.37088,370.35632,5.5689087,6.6683106
+286.37088,375.93423,5.5689087,6.6683106
+286.37088,381.51215,5.5689087,6.6683106
+298.6113,132.9,5.5688934,6.6683106
+298.6113,138.4729,2.2235565,6.6683106
+298.6113,140.70045,2.7844543,6.6683106
+298.6113,143.4889,5.5688934,6.6683106
+298.6113,149.06181,5.5688934,6.6683106
+298.6113,154.63472,5.5688934,6.6683106
+298.6113,160.20763,5.5688934,6.6683106
+298.6113,165.78053,2.2235565,6.6683106
+298.6113,168.00809,5.5688934,6.6683106
+298.6113,235.86649,5.5688934,6.6683106
+298.6113,241.4454,5.5688934,6.6683106
+298.6113,289.92386,5.5689087,6.6683106
+298.6113,295.49677,5.5689087,6.6683106
+298.6113,301.06967,2.7844543,6.6683106
+298.6113,303.85812,5.5689087,6.6683106
+298.6113,309.43103,5.5689087,6.6683106
+298.6113,315.00394,5.5689087,6.6683106
+298.6113,350.88226,5.5689087,6.6683106
+298.6113,356.45517,2.7844543,6.6683106
+298.6113,359.24362,5.5689087,6.6683106
+298.6113,364.81653,5.5689087,6.6683106
+298.6113,370.38943,5.5689087,6.6683106
+298.6113,375.96234,5.5689087,6.6683106
+298.6113,381.53525,5.5689087,6.6683106
+312.05112,132.9,6.1197815,6.6683106
+312.05112,139.02779,5.5688934,6.6683106
+312.05112,144.60469,3.3353271,6.6683106
+312.05112,147.94803,5.0079956,6.6683106
+312.05112,152.96404,5.5688934,6.6683106
+312.05112,158.54094,5.0079956,6.6683106
+312.05112,235.82037,5.5688934,6.6683106
+312.05112,241.39728,5.5688934,6.6683106
+312.05112,289.8757,5.5689087,6.6683106
+312.05112,295.4526,5.5689087,6.6683106
+312.05112,301.0295,2.7844543,6.6683106
+312.05112,303.82196,5.5689087,6.6683106
+312.05112,309.39886,5.5689087,6.6683106
+312.05112,314.97577,5.5689087,6.6683106
+312.05112,350.85406,5.5689087,6.6683106
+312.05112,356.43097,2.7844543,6.6683106
+312.05112,359.22342,5.5689087,6.6683106
+312.05112,364.80032,5.5689087,6.6683106
+312.05112,370.37723,5.5689087,6.6683106
+312.05112,375.95413,5.5689087,6.6683106
+312.05112,381.53104,5.5689087,6.6683106
+324.53104,132.9,7.231552,6.6683106
+324.53104,140.13855,5.5688934,6.6683106
+324.53104,145.71446,2.7844543,6.6683106
+324.53104,148.50592,5.5688934,6.6683106
+324.53104,154.08183,5.5688934,6.6683106
+324.53104,159.65775,3.3353271,6.6683106
+324.53104,163.00009,2.2235565,6.6683106
+324.53104,165.23065,5.5688934,6.6683106
+324.53104,170.80656,5.5688934,6.6683106
+324.53104,176.38248,5.5688934,6.6683106
+324.53104,181.95839,5.0079956,6.6683106
+324.53104,233.07806,5.5688934,6.6683106
+324.53104,238.65398,5.5688934,6.6683106
+324.53104,244.22989,5.5688934,6.6683106
+324.53104,287.06833,5.5689087,6.6683106
+324.53104,292.64423,5.5689087,6.6683106
+324.53104,298.22012,5.5689087,6.6683106
+324.53104,303.79602,2.7844543,6.6683106
+324.53104,306.5875,5.5689087,6.6683106
+324.53104,312.1634,5.5689087,6.6683106
+324.53104,317.7393,5.5689087,6.6683106
+324.53104,350.85718,5.5689087,6.6683106
+324.53104,356.43307,2.7844543,6.6683106
+324.53104,359.22455,5.5689087,6.6683106
+324.53104,364.80045,5.5689087,6.6683106
+324.53104,370.37634,5.5689087,6.6683106
+324.53104,375.95224,5.5689087,6.6683106
+324.53104,381.52814,5.5689087,6.6683106
+337.01096,132.9,7.231552,6.6683106
+337.01096,140.13855,5.5688934,6.6683106
+337.01096,145.71446,8.343323,6.6683106
+337.01096,154.0648,5.5688934,6.6683106
+337.01096,159.64072,5.5688934,6.6683106
+337.01096,165.21663,2.2235565,6.6683106
+337.01096,167.44719,5.5688934,6.6683106
+337.01096,233.08505,5.5688934,6.6683106
+337.01096,238.66096,5.5688934,6.6683106
+337.01096,244.23688,5.5688934,6.6683106
+337.01096,289.8948,5.5689087,6.6683106
+337.01096,295.4707,5.5689087,6.6683106
+337.01096,301.0466,2.7844543,6.6683106
+337.01096,303.83807,5.5689087,6.6683106
+337.01096,309.41397,5.5689087,6.6683106
+337.01096,314.98987,5.5689087,6.6683106
+337.01096,350.86816,5.5689087,6.6683106
+337.01096,356.44406,2.7844543,6.6683106
+337.01096,359.23553,5.5689087,6.6683106
+337.01096,364.81143,5.5689087,6.6683106
+337.01096,370.38733,5.5689087,6.6683106
+337.01096,375.96323,5.5689087,6.6683106
+337.01096,381.53912,5.5689087,6.6683106
+349.49088,132.9,7.79245,6.6683106
+349.49088,140.70146,3.3353271,6.6683106
+349.49088,144.0458,5.5688934,6.6683106
+349.49088,149.62372,5.5688934,6.6683106
+349.49088,155.20163,5.0079956,6.6683106
+349.49088,160.21864,5.5688934,6.6683106
+349.49088,233.05699,5.5688934,6.6683106
+349.49088,238.6349,5.5688934,6.6683106
+349.49088,244.21281,5.5688934,6.6683106
+349.49088,289.87076,5.5689087,6.6683106
+349.49088,295.44867,5.5689087,6.6683106
+349.49088,301.02658,2.7844543,6.6683106
+349.49088,303.82004,5.5689087,6.6683106
+349.49088,309.39795,5.5689087,6.6683106
+349.49088,314.97586,5.5689087,6.6683106
+349.49088,350.8542,5.5689087,6.6683106
+349.49088,356.4321,2.7844543,6.6683106
+349.49088,359.22556,5.5689087,6.6683106
+349.49088,364.80347,5.5689087,6.6683106
+349.49088,370.38138,5.5689087,6.6683106
+349.49088,375.9593,5.5689087,6.6683106
+349.49088,381.5372,5.5689087,6.6683106
+361.9708,132.9,6.6806793,6.6683106
+361.9708,139.58568,5.5688934,6.6683106
+361.9708,145.15958,2.2235565,6.6683106
+361.9708,147.38814,5.5688934,6.6683106
+361.9708,152.96204,5.5688934,6.6683106
+361.9708,158.53593,5.5688934,6.6683106
+361.9708,233.11406,5.5688934,6.6683106
+361.9708,238.68796,5.5688934,6.6683106
+361.9708,244.26186,5.5688934,6.6683106
+361.9708,287.10028,5.5689087,6.6683106
+361.9708,292.6742,5.5689087,6.6683106
+361.9708,298.2481,5.5689087,6.6683106
+361.9708,303.82202,2.7844543,6.6683106
+361.9708,306.61148,5.5689087,6.6683106
+361.9708,312.1854,5.5689087,6.6683106
+361.9708,317.7593,5.5689087,6.6683106
+361.9708,350.87723,5.5689087,6.6683106
+361.9708,356.45114,2.7844543,6.6683106
+361.9708,359.2406,5.5689087,6.6683106
+361.9708,364.8145,5.5689087,6.6683106
+361.9708,370.38843,5.5689087,6.6683106
+361.9708,375.96234,5.5689087,6.6683106
+361.9708,381.53625,5.5689087,6.6683106
+374.4507,132.9,6.6806793,6.6683106
+374.4507,139.58768,7.231552,6.6683106
+374.4507,146.82623,5.5688934,6.6683106
+374.4507,152.40215,5.5688934,6.6683106
+374.4507,157.97806,5.5688934,6.6683106
+374.4507,163.55397,5.5688934,6.6683106
+374.4507,233.09206,5.5688934,6.6683106
+374.4507,238.66797,5.5688934,6.6683106
+374.4507,244.24388,5.5688934,6.6683106
+374.4507,287.0823,5.5689087,6.6683106
+374.4507,292.6582,5.5689087,6.6683106
+374.4507,298.2341,5.5689087,6.6683106
+374.4507,303.81,2.7844543,6.6683106
+374.4507,306.60147,5.5689087,6.6683106
+374.4507,312.17737,5.5689087,6.6683106
+374.4507,317.75327,5.5689087,6.6683106
+374.4507,350.87115,5.5689087,6.6683106
+374.4507,356.44705,2.7844543,6.6683106
+374.4507,359.23853,5.5689087,6.6683106
+374.4507,364.81442,5.5689087,6.6683106
+374.4507,370.39032,5.5689087,6.6683106
+374.4507,375.96622,5.5689087,6.6683106
+374.4507,381.5421,5.5689087,6.6683106
+386.93063,132.9,7.231552,6.6683106
+386.93063,140.13855,3.3353271,6.6683106
+386.93063,143.4809,5.5688934,6.6683106
+386.93063,149.05681,5.5688934,6.6683106
+386.93063,154.63272,2.7844543,6.6683106
+386.93063,157.42418,2.2235565,6.6683106
+386.93063,159.65474,5.5688934,6.6683106
+386.93063,233.09406,5.5688934,6.6683106
+386.93063,238.66997,5.5688934,6.6683106
+386.93063,244.24588,5.5688934,6.6683106
+386.93063,289.90482,5.5689087,6.6683106
+386.93063,295.4807,5.5689087,6.6683106
+386.93063,301.0566,2.7844543,6.6683106
+386.93063,303.84808,5.5689087,6.6683106
+386.93063,309.42398,5.5689087,6.6683106
+386.93063,314.99988,5.5689087,6.6683106
+386.93063,350.87918,5.5689087,6.6683106
+386.93063,356.45508,2.7844543,6.6683106
+386.93063,359.24655,5.5689087,6.6683106
+386.93063,364.82245,5.5689087,6.6683106
+386.93063,370.39835,5.5689087,6.6683106
+386.93063,375.97424,5.5689087,6.6683106
+386.93063,381.55014,5.5689087,6.6683106
+399.41055,132.9,7.231552,6.6683106
+399.41055,140.13956,5.5688934,6.6683106
+399.41055,145.71646,5.5688934,6.6683106
+399.41055,151.29337,8.343323,6.6683106
+399.41055,159.64471,5.5688934,6.6683106
+399.41055,165.22162,3.3353271,6.6683106
+399.41055,168.56496,5.0079956,6.6683106
+399.41055,233.06499,5.5688934,6.6683106
+399.41055,238.64189,5.5688934,6.6683106
+399.41055,244.2188,5.5688934,6.6683106
+399.41055,289.8767,5.5689087,6.6683106
+399.41055,295.4536,5.5689087,6.6683106
+399.41055,301.03052,2.7844543,6.6683106
+399.41055,303.82297,5.5689087,6.6683106
+399.41055,309.39987,5.5689087,6.6683106
+399.41055,314.97678,5.5689087,6.6683106
+399.41055,350.85507,5.5689087,6.6683106
+399.41055,356.43198,2.7844543,6.6683106
+399.41055,359.22443,5.5689087,6.6683106
+399.41055,364.80133,5.5689087,6.6683106
+399.41055,370.37823,5.5689087,6.6683106
+399.41055,375.95514,5.5689087,6.6683106
+399.41055,381.53204,5.5689087,6.6683106
+411.89047,132.9,6.6806793,6.6683106
+411.89047,139.58467,5.5688934,6.6683106
+411.89047,145.15758,2.2235565,6.6683106
+411.89047,147.38513,5.5688934,6.6683106
+411.89047,152.95804,2.2235565,6.6683106
+411.89047,155.1856,5.5688934,6.6683106
+411.89047,160.7585,8.343323,6.6683106
+411.89047,233.11809,5.5688934,6.6683106
+411.89047,238.691,5.5688934,6.6683106
+411.89047,244.2639,5.5688934,6.6683106
+411.89047,289.92184,5.5689087,6.6683106
+411.89047,295.49475,5.5689087,6.6683106
+411.89047,301.06766,2.7844543,6.6683106
+411.89047,303.8561,5.5689087,6.6683106
+411.89047,309.42902,5.5689087,6.6683106
+411.89047,315.00192,5.5689087,6.6683106
+411.89047,350.88025,5.5689087,6.6683106
+411.89047,356.45316,2.7844543,6.6683106
+411.89047,359.2416,5.5689087,6.6683106
+411.89047,364.8145,5.5689087,6.6683106
+411.89047,370.38742,5.5689087,6.6683106
+411.89047,375.96033,5.5689087,6.6683106
+411.89047,381.53323,5.5689087,6.6683106
+424.3704,132.9,6.6806793,6.6683106
+424.3704,139.58467,2.2235565,6.6683106
+424.3704,141.81223,5.5688934,6.6683106
+424.3704,147.38513,5.0079956,6.6683106
+424.3704,152.39714,5.5688934,6.6683106
+424.3704,157.97005,5.0079956,6.6683106
+424.3704,162.98206,2.2235565,6.6683106
+424.3704,165.20961,5.5688934,6.6683106
+424.3704,233.1291,5.5688934,6.6683106
+424.3704,238.70201,5.5688934,6.6683106
+424.3704,244.27492,5.5688934,6.6683106
+424.3704,289.93387,5.5689087,6.6683106
+424.3704,295.50677,5.5689087,6.6683106
+424.3704,301.07968,2.7844543,6.6683106
+424.3704,303.86813,5.5689087,6.6683106
+424.3704,309.44104,5.5689087,6.6683106
+424.3704,315.01395,5.5689087,6.6683106
+424.3704,350.89325,5.5689087,6.6683106
+424.3704,356.46616,2.7844543,6.6683106
+424.3704,359.2546,5.5689087,6.6683106
+424.3704,364.8275,5.5689087,6.6683106
+424.3704,370.40042,5.5689087,6.6683106
+424.3704,375.97333,5.5689087,6.6683106
+424.3704,381.54623,5.5689087,6.6683106
+436.8503,132.9,7.231552,6.6683106
+436.8503,140.13956,5.5688934,6.6683106
+436.8503,145.71646,5.5688934,6.6683106
+436.8503,151.29337,5.5688934,6.6683106
+436.8503,156.87027,5.5688934,6.6683106
+436.8503,162.44717,3.3353271,6.6683106
+436.8503,165.79051,5.0079956,6.6683106
+436.8503,233.04994,5.5688934,6.6683106
+436.8503,238.62685,5.5688934,6.6683106
+436.8503,244.20375,5.5688934,6.6683106
+436.8503,289.8617,5.5689087,6.6683106
+436.8503,295.4386,5.5689087,6.6683106
+436.8503,301.0155,2.7844543,6.6683106
+436.8503,303.80795,5.5689087,6.6683106
+436.8503,309.38486,5.5689087,6.6683106
+436.8503,314.96176,5.5689087,6.6683106
+436.8503,350.84006,5.5689087,6.6683106
+436.8503,356.41696,2.7844543,6.6683106
+436.8503,359.2094,5.5689087,6.6683106
+436.8503,364.78632,5.5689087,6.6683106
+436.8503,370.36322,5.5689087,6.6683106
+436.8503,375.94012,5.5689087,6.6683106
+436.8503,381.51703,5.5689087,6.6683106
+449.33023,132.9,7.231552,6.6683106
+449.33023,140.14056,5.5688934,6.6683106
+449.33023,145.71848,3.3353271,6.6683106
+449.33023,149.06282,7.231552,6.6683106
+449.33023,156.30339,5.5688934,6.6683106
+449.33023,161.8813,5.0079956,6.6683106
+449.33023,233.04099,5.5688934,6.6683106
+449.33023,238.6189,5.5688934,6.6683106
+449.33023,244.19681,5.5688934,6.6683106
+449.33023,289.85474,5.5689087,6.6683106
+449.33023,295.43265,5.5689087,6.6683106
+449.33023,301.01056,2.7844543,6.6683106
+449.33023,303.80402,5.5689087,6.6683106
+449.33023,309.38193,5.5689087,6.6683106
+449.33023,314.95984,5.5689087,6.6683106
+449.33023,350.83817,5.5689087,6.6683106
+449.33023,356.41608,2.7844543,6.6683106
+449.33023,359.20953,5.5689087,6.6683106
+449.33023,364.78745,5.5689087,6.6683106
+449.33023,370.36536,5.5689087,6.6683106
+449.33023,375.94327,5.5689087,6.6683106
+449.33023,381.52118,5.5689087,6.6683106
+461.81015,132.9,6.1197815,6.6683106
+461.81015,139.02478,2.2235565,6.6683106
+461.81015,141.25334,5.5688934,6.6683106
+461.81015,146.82724,2.2235565,6.6683106
+461.81015,149.0558,5.5688934,6.6683106
+461.81015,154.6297,5.5688934,6.6683106
+461.81015,160.2036,5.5688934,6.6683106
+461.81015,233.10205,5.5688934,6.6683106
+461.81015,238.67595,5.5688934,6.6683106
+461.81015,244.24985,5.5688934,6.6683106
+461.81015,289.90778,5.5689087,6.6683106
+461.81015,295.4817,5.5689087,6.6683106
+461.81015,301.0556,2.7844543,6.6683106
+461.81015,303.84506,5.5689087,6.6683106
+461.81015,309.41898,5.5689087,6.6683106
+461.81015,314.9929,5.5689087,6.6683106
+461.81015,350.87122,5.5689087,6.6683106
+461.81015,356.44513,2.7844543,6.6683106
+461.81015,359.2346,5.5689087,6.6683106
+461.81015,364.8085,5.5689087,6.6683106
+461.81015,370.38242,5.5689087,6.6683106
+461.81015,375.95633,5.5689087,6.6683106
+461.81015,381.53024,5.5689087,6.6683106
+474.05057,132.9,2.7844543,6.6683106
+474.05057,135.69044,3.3353271,6.6683106
+474.05057,139.03178,5.5688934,6.6683106
+474.05057,144.60669,2.2235565,6.6683106
+474.05057,146.83626,5.5688934,6.6683106
+474.05057,152.41116,5.5688934,6.6683106
+474.05057,157.98607,5.5688934,6.6683106
+474.05057,233.10406,5.5688934,6.6683106
+474.05057,238.67897,5.5688934,6.6683106
+474.05057,244.25388,5.5688934,6.6683106
+474.05057,289.9118,5.5689087,6.6683106
+474.05057,295.48672,5.5689087,6.6683106
+474.05057,301.06165,2.7844543,6.6683106
+474.05057,303.8521,5.5689087,6.6683106
+474.05057,309.42703,5.5689087,6.6683106
+474.05057,315.00195,5.5689087,6.6683106
+474.05057,350.88028,5.5689087,6.6683106
+474.05057,356.4552,2.7844543,6.6683106
+474.05057,359.24567,5.5689087,6.6683106
+474.05057,364.8206,5.5689087,6.6683106
+474.05057,370.3955,5.5689087,6.6683106
+474.05057,375.97043,5.5689087,6.6683106
+474.05057,381.54535,5.5689087,6.6683106
+487.4904,132.9,6.1197815,6.6683106
+487.4904,139.02779,3.3353271,6.6683106
+487.4904,142.37112,5.5688934,6.6683106
+487.4904,147.94803,5.5688934,6.6683106
+487.4904,153.52493,5.0079956,6.6683106
+487.4904,158.54094,5.5688934,6.6683106
+487.4904,233.05898,5.5688934,6.6683106
+487.4904,238.63588,5.5688934,6.6683106
+487.4904,244.21278,5.5688934,6.6683106
+487.4904,287.0512,5.5689087,6.6683106
+487.4904,292.6281,5.5689087,6.6683106
+487.4904,298.20502,5.5689087,6.6683106
+487.4904,303.78192,2.7844543,6.6683106
+487.4904,306.57437,5.5689087,6.6683106
+487.4904,312.15128,5.5689087,6.6683106
+487.4904,317.72818,5.5689087,6.6683106
+487.4904,350.84607,5.5689087,6.6683106
+487.4904,356.42297,2.7844543,6.6683106
+487.4904,359.21542,5.5689087,6.6683106
+487.4904,364.79233,5.5689087,6.6683106
+487.4904,370.36923,5.5689087,6.6683106
+487.4904,375.94614,5.5689087,6.6683106
+487.4904,381.52304,5.5689087,6.6683106
+499.9703,132.9,6.6806793,6.6683106
+499.9703,139.58568,5.5688934,6.6683106
+499.9703,145.15958,3.3353271,6.6683106
+499.9703,148.49991,2.7844543,6.6683106
+499.9703,151.28937,5.5688934,6.6683106
+499.9703,156.86327,5.5688934,6.6683106
+499.9703,162.43716,5.5688934,6.6683106
+499.9703,168.01106,2.2235565,6.6683106
+499.9703,233.10905,5.5688934,6.6683106
+499.9703,238.68295,5.5688934,6.6683106
+499.9703,244.25685,5.5688934,6.6683106
+499.9703,289.9148,5.5689087,6.6683106
+499.9703,295.4887,5.5689087,6.6683106
+499.9703,301.06262,2.7844543,6.6683106
+499.9703,303.85208,5.5689087,6.6683106
+499.9703,309.426,5.5689087,6.6683106
+499.9703,314.9999,5.5689087,6.6683106
+499.9703,350.87823,5.5689087,6.6683106
+499.9703,356.45215,2.7844543,6.6683106
+499.9703,359.2416,5.5689087,6.6683106
+499.9703,364.81552,5.5689087,6.6683106
+499.9703,370.38943,5.5689087,6.6683106
+499.9703,375.96335,5.5689087,6.6683106
+499.9703,381.53726,5.5689087,6.6683106
+512.4502,132.9,7.231552,6.6683106
+512.4502,140.13655,5.5688934,6.6683106
+512.4502,145.71045,2.2235565,6.6683106
+512.4502,147.93901,2.7844543,6.6683106
+512.4502,150.72847,5.5688934,6.6683106
+512.4502,156.30237,5.5688934,6.6683106
+512.4502,161.87627,2.7844543,6.6683106
+512.4502,164.63768,6.6806793,6.6683106
+512.4502,171.32336,2.2235565,6.6683106
+512.4502,173.55193,5.5688934,6.6683106
+512.4502,179.12582,5.5688934,6.6683106
+512.4502,184.69972,5.5688934,6.6683106
+512.4502,190.27362,5.5688934,6.6683106
+512.4502,195.84752,8.343323,6.6683106
+512.4502,233.10704,5.5688934,6.6683106
+512.4502,238.68094,5.5688934,6.6683106
+512.4502,244.25484,5.5688934,6.6683106
+512.4502,287.09326,5.5689087,6.6683106
+512.4502,292.66718,5.5689087,6.6683106
+512.4502,298.2411,5.5689087,6.6683106
+512.4502,303.815,2.7844543,6.6683106
+512.4502,306.60446,5.5689087,6.6683106
+512.4502,312.17838,5.5689087,6.6683106
+512.4502,317.7523,5.5689087,6.6683106
+512.4502,350.8702,5.5689087,6.6683106
+512.4502,356.44412,2.7844543,6.6683106
+512.4502,359.23358,5.5689087,6.6683106
+512.4502,364.8075,5.5689087,6.6683106
+512.4502,370.3814,5.5689087,6.6683106
+512.4502,375.95532,5.5689087,6.6683106
+512.4502,381.52924,5.5689087,6.6683106
+524.9301,132.9,6.6806793,6.6683106
+524.9301,139.58568,5.5688934,6.6683106
+524.9301,145.15958,5.5688934,6.6683106
+524.9301,150.73347,2.2235565,6.6683106
+524.9301,152.96204,5.5688934,6.6683106
+524.9301,233.12007,5.5688934,6.6683106
+524.9301,238.69397,5.5688934,6.6683106
+524.9301,244.26787,5.5688934,6.6683106
+524.9301,287.1063,5.5689087,6.6683106
+524.9301,292.6802,5.5689087,6.6683106
+524.9301,298.25412,5.5689087,6.6683106
+524.9301,303.82803,2.7844543,6.6683106
+524.9301,306.6175,5.5689087,6.6683106
+524.9301,312.1914,5.5689087,6.6683106
+524.9301,317.76532,5.5689087,6.6683106
+524.9301,350.88324,5.5689087,6.6683106
+524.9301,356.45715,2.7844543,6.6683106
+524.9301,359.2466,5.5689087,6.6683106
+524.9301,364.82053,5.5689087,6.6683106
+524.9301,370.39444,5.5689087,6.6683106
+524.9301,375.96835,5.5689087,6.6683106
+524.9301,381.54227,5.5689087,6.6683106
+537.41003,132.9,2.7844543,6.6683106
+537.41003,135.68745,2.7844543,6.6683106
+537.41003,138.47491,5.5688934,6.6683106
+537.41003,144.04681,2.2235565,6.6683106
+537.41003,146.27338,5.0079956,6.6683106
+537.41003,233.15315,5.5688934,6.6683106
+537.41003,238.72505,5.5688934,6.6683106
+537.41003,244.29695,5.5688934,6.6683106
+537.41003,287.13538,5.5689087,6.6683106
+537.41003,292.70728,5.5689087,6.6683106
+537.41003,298.27917,5.5689087,6.6683106
+537.41003,303.85107,2.7844543,6.6683106
+537.41003,306.63852,5.5689087,6.6683106
+537.41003,312.21042,5.5689087,6.6683106
+537.41003,317.78232,5.5689087,6.6683106
+537.41003,350.9002,5.5689087,6.6683106
+537.41003,356.4721,2.7844543,6.6683106
+537.41003,359.25955,5.5689087,6.6683106
+537.41003,364.83145,5.5689087,6.6683106
+537.41003,370.40335,5.5689087,6.6683106
+537.41003,375.97525,5.5689087,6.6683106
+537.41003,381.54715,5.5689087,6.6683106
+549.65045,132.9,7.79245,6.6683106
+549.65045,140.69945,5.5688934,6.6683106
+549.65045,146.27536,3.3353271,6.6683106
+549.65045,149.6177,8.343323,6.6683106
+549.65045,157.96805,5.5688934,6.6683106
+549.65045,163.54396,5.5688934,6.6683106
+549.65045,169.11987,5.0079956,6.6683106
+549.65045,233.08005,5.5688934,6.6683106
+549.65045,238.65596,5.5688934,6.6683106
+549.65045,244.23187,5.5688934,6.6683106
+549.65045,287.0703,5.5689087,6.6683106
+549.65045,292.6462,5.5689087,6.6683106
+549.65045,298.2221,5.5689087,6.6683106
+549.65045,303.798,2.7844543,6.6683106
+549.65045,306.58948,5.5689087,6.6683106
+549.65045,312.16537,5.5689087,6.6683106
+549.65045,317.74127,5.5689087,6.6683106
+549.65045,350.85916,5.5689087,6.6683106
+549.65045,356.43506,2.7844543,6.6683106
+549.65045,359.22653,5.5689087,6.6683106
+549.65045,364.80243,5.5689087,6.6683106
+549.65045,370.37833,5.5689087,6.6683106
+549.65045,375.95422,5.5689087,6.6683106
+549.65045,381.53012,5.5689087,6.6683106
+518.2708,412.49863,6.680664,6.6683106
+518.2708,419.1803,5.0079956,6.6683106
+518.2708,424.1893,5.0079956,6.6683106
+518.2708,429.1983,5.5689087,6.6683106
+518.2708,434.7682,2.2235413,6.6683106
+518.2708,436.99274,2.2235413,6.6683106
+518.2708,439.2173,5.5689087,6.6683106
+518.2708,444.78717,5.5689087,6.6683106
+518.2708,450.35706,2.7844543,6.6683106
+76.27562,147.47928,7.231552,6.9438605
+76.27562,154.71384,5.5688934,6.9438605
+76.27562,160.28574,5.5688934,6.9438605
+76.27562,165.85764,6.1197815,6.9438605
+76.27562,171.98042,3.896225,6.9438605
+76.27562,175.87965,5.5688934,6.9438605
+76.27562,181.45155,5.5688934,6.9438605
+76.27562,187.02345,5.5688934,6.9438605
+76.27562,192.42207,2.7844543,6.9438605
+76.27562,195.18349,6.1197815,6.9438605
+76.27562,201.30627,3.3353271,6.9438605
+76.27562,204.6446,2.7844543,6.9438605
+76.27562,207.40602,3.3353271,6.9438605
+76.27562,210.74435,6.1197815,6.9438605
+76.27562,216.86714,5.5688934,6.9438605
+76.27562,222.43904,2.7844543,6.9438605
+76.27562,225.20045,3.896225,6.9438605
+76.27562,229.09969,5.5688934,6.9438605
+76.27562,234.67159,6.1197815,6.9438605
+76.27562,240.79437,2.7844543,6.9438605
+76.27562,243.58183,2.7844543,6.9438605
+76.27562,246.3693,5.5688934,6.9438605
+76.27562,251.9412,5.5689087,6.9438605
+76.27562,257.5131,2.7844543,6.9438605
+76.27562,260.2745,6.1197815,6.9438605
+76.27562,266.39728,6.1197815,6.9438605
+76.27562,272.52005,3.3353271,6.9438605
+76.27562,275.85837,5.5689087,6.9438605
+76.27562,281.43027,2.7844543,6.9438605
+76.27562,284.2177,6.1197815,6.9438605
+76.27562,290.34048,5.5689087,6.9438605
+76.27562,295.91238,6.1197815,6.9438605
+76.27562,302.03516,2.7844543,6.9438605
+76.27562,304.79657,3.3353271,6.9438605
+76.27562,308.1349,3.8962097,6.9438605
+76.27562,312.03412,6.1197815,6.9438605
+76.27562,318.1569,8.904236,6.9438605
+76.27562,327.06412,2.7844543,6.9438605
+76.27562,329.82553,3.3353271,6.9438605
+76.27562,333.16385,6.1197815,6.9438605
+76.27562,339.28662,5.5689087,6.9438605
+76.27562,344.85852,2.7844543,6.9438605
+76.27562,347.61993,5.5689087,6.9438605
+76.27562,353.19183,6.1197815,6.9438605
+76.27562,359.3146,3.8962097,6.9438605
+76.27562,363.21384,5.5689087,6.9438605
+76.27562,368.67255,5.5689087,6.9438605
+76.27562,374.24445,5.5689087,6.9438605
+76.27562,379.64307,2.7844543,6.9438605
+76.27562,382.40448,5.5689087,6.9438605
+76.27562,387.97638,5.5689087,6.9438605
+76.27562,393.54828,3.8962097,6.9438605
+76.27562,397.4475,3.8962097,6.9438605
+76.27562,401.34674,2.7844543,6.9438605
+76.27562,404.1342,5.5689087,6.9438605
+76.27562,409.7061,6.1197815,6.9438605
+76.27562,415.82886,2.7844543,6.9438605
+76.27562,418.59027,6.1197815,6.9438605
+76.27562,424.71304,6.1197815,6.9438605
+76.27562,430.83582,3.3353271,6.9438605
+76.27562,434.17413,2.7844543,6.9438605
+76.27562,436.93555,6.1197815,6.9438605
+76.27562,443.05832,5.5689087,6.9438605
+76.27562,448.45694,2.7844543,6.9438605
+88.9359,186.0589,7.231552,6.9438605
+88.9359,193.29646,7.231552,6.9438605
+88.9359,200.53403,7.231552,6.9438605
+88.9359,207.77159,6.6806793,6.9438605
+88.9359,214.45827,7.231552,6.9438605
+88.9359,221.69583,2.7844543,6.9438605
+88.9359,224.45724,3.3353271,6.9438605
+88.9359,227.79858,5.5688934,6.9438605
+88.9359,233.37349,5.5688934,6.9438605
+88.9359,238.9484,5.5688934,6.9438605
+88.9359,244.5233,5.5688934,6.9438605
+88.9359,250.0982,2.7844543,6.9438605
+88.9359,252.88866,2.7844543,6.9438605
+88.9359,255.65007,6.119766,6.9438605
+88.9359,261.77585,6.1197815,6.9438605
+88.9359,267.90164,3.3353271,6.9438605
+88.9359,271.24298,5.5689087,6.9438605
+88.9359,276.8179,2.7844543,6.9438605
+88.9359,279.60837,2.7844543,6.9438605
+88.9359,282.36978,5.5689087,6.9438605
+88.9359,287.9447,6.1197815,6.9438605
+88.9359,294.0705,3.8962097,6.9438605
+88.9359,297.97272,5.5689087,6.9438605
+88.9359,303.43146,5.5689087,6.9438605
+88.9359,309.00638,5.5689087,6.9438605
+88.9359,314.40503,2.7844543,6.9438605
+88.9359,317.16644,6.1197815,6.9438605
+88.9359,323.29224,6.1197815,6.9438605
+88.9359,329.41803,6.1197815,6.9438605
+88.9359,335.54382,6.1197815,6.9438605
+88.9359,341.66962,2.7844543,6.9438605
+88.9359,344.46008,5.5689087,6.9438605
+88.9359,350.035,3.3353271,6.9438605
+88.9359,353.37634,2.7844543,6.9438605
+88.9359,356.1668,6.1197815,6.9438605
+88.9359,362.2926,6.1197815,6.9438605
+88.9359,368.4184,2.7844543,6.9438605
+88.9359,371.1798,7.2315674,6.9438605
+88.9359,378.41736,5.8493347,6.9438605
+88.9359,384.2727,5.5689087,6.9438605
+88.9359,389.84763,5.5689087,6.9438605
+88.9359,395.42255,5.5689087,6.9438605
+88.9359,400.99747,5.5689087,6.9438605
+88.9359,406.5724,3.3353271,6.9438605
+172.91153,423.59833,5.5689087,6.6683106
+172.91153,429.17725,5.5689087,6.6683106
+172.91153,434.75616,7.2315674,6.6683106
+254.75186,414.95853,8.343323,6.6683106
+254.75186,423.30685,5.5689087,6.6683106
+254.75186,428.88077,5.5689087,6.6683106
+254.75186,434.45468,2.2235413,6.6683106
+254.75186,436.68323,5.5689087,6.6683106
+254.75186,442.25714,8.343323,6.6683106
+392.75232,422.4585,7.2315674,6.6683106
+392.75232,429.70108,2.2235413,6.6683106
+392.75232,431.93564,5.5689087,6.6683106
+392.75232,437.51556,5.5689087,6.6683106
+554.5925,464.88,3.5270386,6.0470705
+576.26807,121.08,4.0859985,5.4315
+576.26807,125.1588,5.723999,5.4315
+576.26807,130.8756,4.0859985,5.4315
+576.26807,134.95439,3.1679993,5.4315
+576.26807,138.198,6.9389954,5.4315
+576.26807,145.16219,5.4089966,5.4315
+576.26807,150.56578,3.5460052,5.4315
+576.26807,154.10458,5.4089966,5.4315
+576.26807,159.50638,3.1679993,5.4315
+576.26807,162.74998,5.4629974,5.4315
+576.26807,168.20578,3.1679993,5.4315
+576.26807,171.36658,3.1679993,5.4315
+576.26807,174.61018,3.8430023,5.4315
+576.26807,178.44598,5.3639984,5.4315
+576.26807,183.80278,4.6889954,5.4315
+576.26807,188.48457,5.3639984,5.4315
+576.26807,193.84137,5.4089966,5.4315
+576.26807,199.24316,3.8430023,5.4315
+576.26807,203.07896,4.6889954,5.4315
+576.26807,207.76076,5.697006,5.4315
+576.26807,213.45056,5.3639984,5.4315
+576.26807,218.80736,3.8430023,5.4315
+576.26807,222.70976,4.6889954,5.4315
+576.26807,227.39156,3.1679993,5.4315
+576.26807,230.63516,2.4660034,5.4315
+576.26807,233.15157,5.697006,5.4315
+576.26807,238.85307,3.1679993,5.4315
+576.26807,242.09668,3.5460052,5.4315
+576.26807,245.63548,5.697006,5.4315
+576.26807,251.32529,5.3640137,5.4315
+576.26807,256.6821,3.1679993,5.4315
+576.26807,259.9257,5.6069946,5.4315
+576.26807,265.52548,2.4660034,5.4315
+576.26807,268.04187,3.1679993,5.4315
+576.26807,271.20267,3.1679993,5.4315
+576.26807,274.36346,5.3640137,5.4315
+576.26807,279.72028,3.842987,5.4315
+576.26807,283.55606,5.3640137,5.4315
+576.26807,288.91287,5.696991,5.4315
+576.26807,294.60266,3.54599,5.4315
+576.26807,298.14145,3.1679993,5.4315
+576.26807,301.38504,4.6889954,5.4315
+576.26807,306.06683,5.4630127,5.4315
+576.26807,311.52264,5.696991,5.4315
+576.26807,317.21243,5.696991,5.4315
+576.26807,322.90222,3.54599,5.4315
+576.26807,326.441,3.842987,5.4315
+576.26807,330.2768,2.4660034,5.4315
+576.26807,332.79318,5.3640137,5.4315
+576.26807,338.15,4.6889954,5.4315
+576.26807,342.8318,3.1679993,5.4315
+576.26807,346.07538,5.4089966,5.4315
+576.26807,351.47717,3.842987,5.4315
+576.26807,355.31296,5.3640137,5.4315
+576.26807,360.66977,3.1679993,5.4315
+576.26807,363.91336,5.3640137,5.4315
+576.26807,369.27017,5.328003,5.4315
+576.26807,374.59097,3.54599,5.4315
+576.26807,378.12976,3.842987,5.4315
+576.26807,381.96555,5.4089966,5.4315
+576.26807,387.36734,4.6889954,5.4315
+576.26807,392.04913,3.54599,5.4315
+576.26807,395.58792,5.3640137,5.4315
+576.26807,400.99063,5.6069946,5.4315
+576.26807,406.59042,3.1679993,5.4315
+576.26807,409.834,3.1679993,5.4315
+576.26807,412.9948,3.842987,5.4315
+576.26807,416.8306,5.4630127,5.4315
+576.26807,422.2864,8.756989,5.4315
+576.26807,431.0362,3.1679993,5.4315
+576.26807,434.2798,5.6879883,5.4315
+576.26807,439.96057,5.696991,5.4315
+576.26807,445.65036,3.842987,5.4315
+576.26807,449.48615,5.4630127,5.4315
+576.26807,454.94196,4.6889954,5.4315
+576.26807,459.62375,3.54599,5.4315
+576.26807,463.16254,5.4089966,5.4315
+576.26807,468.56433,3.54599,5.4315
+576.26807,472.10312,3.1679993,5.4315
+587.18774,121.08,4.0859985,5.4315
+587.18774,125.154305,4.1310043,5.4315
+587.18774,129.2736,6.156006,5.4315
+587.18774,135.4575,4.6889954,5.4315
+587.18774,140.13751,2.4660034,5.4315
+587.18774,142.65392,5.3639984,5.4315
+587.18774,147.9963,5.697006,5.4315
+587.18774,153.68161,4.6889954,5.4315
+587.18774,158.35892,5.3639984,5.4315
+587.18774,163.71121,3.1679993,5.4315
+587.18774,166.89542,5.4089966,5.4315
+587.18774,172.29271,5.697006,5.4315
+587.18774,177.97801,5.6069946,5.4315
+587.18774,183.57332,3.1679993,5.4315
+587.18774,186.75752,3.5460052,5.4315
+587.18774,190.29182,5.3639984,5.4315
+587.18774,195.64412,4.6889954,5.4315
+587.18774,200.32143,5.697006,5.4315
+587.18774,206.00673,5.697006,5.4315
+587.18774,211.69203,5.4629974,5.4315
+587.18774,217.14333,2.4660034,5.4315
+587.18774,219.65973,5.4629974,5.4315
+587.18774,225.12003,5.6069946,5.4315
+587.18774,230.71533,5.328003,5.4315
+587.18774,236.03163,3.1679993,5.4315
+587.18774,239.21584,2.4660034,5.4315
+587.18774,241.73224,5.697006,5.4315
+587.18774,247.43375,3.1679993,5.4315
+587.18774,250.61795,5.6879883,5.4315
+587.18774,256.29425,5.696991,5.4315
+587.18774,261.97955,3.842987,5.4315
+587.18774,265.81085,5.4630127,5.4315
+587.18774,271.26215,5.6069946,5.4315
+587.18774,276.85745,5.3640137,5.4315
+587.18774,282.20975,4.0859985,5.4315
+587.18774,286.28406,6.156006,5.4315
+587.18774,292.46796,3.54599,5.4315
+587.18774,296.00226,5.4089966,5.4315
+587.18774,301.39957,3.54599,5.4315
+587.18774,304.93387,2.4660034,5.4315
+587.18774,307.4503,4.6889954,5.4315
+587.18774,312.1276,3.54599,5.4315
+587.18774,315.6619,2.4660034,5.4315
+587.18774,318.1783,4.6889954,5.4315
+587.18774,322.8583,5.4089966,5.4315
+587.18774,328.2556,2.4660034,5.4315
+587.18774,330.77203,3.1679993,5.4315
+587.18774,333.95624,5.6069946,5.4315
+587.18774,339.55154,5.4630127,5.4315
+587.18774,345.00284,4.6889954,5.4315
+587.18774,349.68015,5.328003,5.4315
+587.18774,354.99646,5.3640137,5.4315
+587.18774,360.34875,3.54599,5.4315
+587.18774,363.88306,5.6069946,5.4315
+587.18774,369.47836,5.4630127,5.4315
+587.18774,374.92966,5.4630127,5.4315
+587.18774,380.38095,5.328003,5.4315
+587.18774,385.69727,4.131012,5.4315
+587.18774,389.81656,3.276001,5.4315
+587.18774,393.11868,3.1679993,5.4315
+587.18774,396.3029,5.723999,5.4315
+587.18774,402.0152,5.723999,5.4315
+587.18774,407.7275,5.723999,5.4315
+587.18774,413.49023,5.723999,5.4315
+587.18774,419.20255,4.0859985,5.4315
+587.18774,423.27686,3.276001,5.4315
+587.18774,426.57898,3.1679993,5.4315
+610.1675,121.08,4.0859985,5.4315
+610.1675,125.1597,5.723999,5.4315
+610.1675,130.8774,4.0859985,5.4315
+610.1675,134.95709,3.1679993,5.4315
+610.1675,142.16069,5.6069946,5.4315
+610.1675,147.76138,3.1679993,5.4315
+610.1675,154.96498,3.8430023,5.4315
+610.1675,158.80168,5.3639984,5.4315
+610.1675,164.15938,5.6069946,5.4315
+610.1675,169.76007,3.8430023,5.4315
+610.1675,173.66248,5.3639984,5.4315
+610.1675,179.02017,4.6889954,5.4315
+610.1675,183.70287,5.3639984,5.4315
+610.1675,189.06056,5.697006,5.4315
+610.1675,194.75127,3.5460052,5.4315
+610.1675,198.29097,4.6889954,5.4315
+610.1675,202.97366,3.1679993,5.4315
+610.1675,210.17726,3.5460052,5.4315
+610.1675,213.71696,5.697006,5.4315
+610.1675,219.40767,5.3639984,5.4315
+610.1675,224.76537,3.1679993,5.4315
+610.1675,231.96896,5.4089966,5.4315
+610.1675,237.43286,4.6889954,5.4315
+610.1675,242.11555,4.6889954,5.4315
+610.1675,246.79825,5.697006,5.4315
+610.1675,252.48895,3.842987,5.4315
+610.1675,256.32565,5.4089966,5.4315
+610.1675,261.72836,4.6889954,5.4315
+610.1675,266.41107,5.328003,5.4315
+610.1675,271.73276,3.1679993,5.4315
+610.1675,278.93637,4.6889954,5.4315
+610.1675,283.61908,5.4089966,5.4315
+610.1675,289.0218,2.4660034,5.4315
+610.1675,291.53818,4.6889954,5.4315
+610.1675,296.1579,5.696991,5.4315
+610.1675,301.8486,2.4660034,5.4315
+610.1675,304.365,5.4089966,5.4315
+610.1675,309.7677,3.54599,5.4315
+610.1675,313.3074,5.3640137,5.4315
+610.1675,318.6651,5.6069946,5.4315
+610.1675,324.2658,3.1679993,5.4315
+610.1675,331.46942,3.54599,5.4315
+610.1675,335.00912,5.696991,5.4315
+610.1675,340.69983,3.842987,5.4315
+610.1675,344.53653,5.4630127,5.4315
+610.1675,349.99323,5.696991,5.4315
+610.1675,355.68393,5.6069946,5.4315
+610.1675,361.28464,5.696991,5.4315
+610.1675,366.97534,3.1679993,5.4315
+610.1675,374.17896,3.54599,5.4315
+610.1675,377.71866,5.696991,5.4315
+610.1675,383.40936,5.3640137,5.4315
+610.1675,388.76706,3.1679993,5.4315
+610.1675,395.97067,3.1679993,5.4315
+610.1675,399.1324,5.4630127,5.4315
+610.1675,404.58908,3.842987,5.4315
+610.1675,408.42578,8.756989,5.4315
+610.1675,417.17648,5.696991,5.4315
+610.1675,422.8672,2.4660034,5.4315
+610.1675,425.38358,5.4089966,5.4315
+610.1675,430.7863,3.1679993,5.4315
+610.1675,437.9305,3.1679993,5.4315
+610.1675,441.09222,5.4630127,5.4315
+610.1675,446.54892,3.842987,5.4315
+610.1675,450.38562,3.1679993,5.4315
+610.1675,457.58923,3.54599,5.4315
+610.1675,461.12894,5.696991,5.4315
+610.1675,466.77103,5.3640137,5.4315
+610.1675,472.12872,3.1679993,5.4315
+621.08716,121.08,5.6070023,5.4315
+621.08716,126.659996,5.364006,5.4315
+621.08716,132.0024,3.5460052,5.4315
+621.08716,135.5421,5.3639984,5.4315
+621.08716,140.88449,3.8430023,5.4315
+621.08716,144.7266,8.757004,5.4315
+621.08716,153.4899,2.4660034,5.4315
+621.08716,155.9901,5.697006,5.4315
+621.08716,161.6916,5.4089966,5.4315
+621.08716,167.09521,3.5460052,5.4315
+621.08716,170.63492,2.4660034,5.4315
+621.08716,173.13512,5.4629974,5.4315
+621.08716,178.59543,5.697006,5.4315
+621.08716,184.29694,3.1679993,5.4315
+621.08716,187.48114,5.4629974,5.4315
+621.08716,192.94144,3.1679993,5.4315
+621.08716,196.12563,3.1679993,5.4315
+621.08716,199.30983,3.5460052,5.4315
+621.08716,202.84953,5.697006,5.4315
+621.08716,208.55104,5.3639984,5.4315
+621.08716,213.89343,3.1679993,5.4315
+621.08716,217.07764,4.6889954,5.4315
+621.08716,221.75764,5.4089966,5.4315
+621.08716,227.16125,8.757004,5.4315
+621.08716,235.86426,5.6069946,5.4315
+621.08716,241.44426,2.4660034,5.4315
+621.08716,243.94446,5.3639984,5.4315
+621.08716,249.28685,2.4210052,5.4315
+621.08716,251.69075,4.6890106,5.4315
+621.08716,256.37073,3.1679993,5.4315
+621.08716,259.55493,4.6889954,5.4315
+621.08716,264.23492,2.4660034,5.4315
+621.08716,266.75134,4.725006,5.4315
+621.08716,271.51053,5.3640137,5.4315
+621.08716,276.85294,3.276001,5.4315
+621.08716,280.16315,3.1679993,5.4315
+644.00745,121.08,6.155998,5.4315
+644.00745,127.2324,7.083,5.4315
+644.00745,134.3118,6.5879974,5.4315
+644.00745,140.8962,6.255005,5.4315
+644.00745,147.1476,6.2819977,5.4315
+644.00745,153.426,5.6880035,5.4315
+644.00745,159.1104,6.156006,5.4315
+644.00745,165.2628,4.0859985,5.4315
+644.00745,169.3452,3.1679993,5.4315
+644.00745,176.4894,6.9389954,5.4315
+644.00745,183.42479,5.4089966,5.4315
+644.00745,188.83018,3.5460052,5.4315
+644.00745,192.37259,5.4089966,5.4315
+644.00745,197.77798,3.1679993,5.4315
+644.00745,204.98158,3.1679993,5.4315
+644.00745,208.14598,5.4629974,5.4315
+644.00745,213.60538,3.8430023,5.4315
+644.00745,217.44478,3.1679993,5.4315
+644.00745,224.58897,6.156006,5.4315
+644.00745,230.74138,7.3619995,5.4315
+644.00745,238.09978,2.4660034,5.4315
+644.00745,240.61618,3.5460052,5.4315
+644.00745,244.15588,4.725006,5.4315
+644.00745,248.87729,5.3639984,5.4315
+644.00745,254.23769,3.8430023,5.4315
+644.00745,258.0195,2.4660034,5.4315
+644.00745,260.5359,5.4089966,5.4315
+644.00745,265.94128,5.696991,5.4315
+644.00745,271.63467,5.6069946,5.4315
+644.00745,277.23807,3.1679993,5.4315
+644.00745,284.44168,5.4089966,5.4315
+644.00745,289.84708,3.842987,5.4315
+644.00745,293.68646,5.3640137,5.4315
+644.00745,299.04688,3.1679993,5.4315
+644.00745,306.2505,5.3640137,5.4315
+644.00745,311.6109,5.328003,5.4315
+644.00745,316.9353,3.54599,5.4315
+644.00745,320.4777,3.842987,5.4315
+644.00745,324.31708,5.4089966,5.4315
+644.00745,329.72247,4.6889954,5.4315
+644.00745,334.40787,3.54599,5.4315
+644.00745,337.95026,5.3640137,5.4315
+644.00745,343.31067,5.6069946,5.4315
+644.00745,348.91406,3.1679993,5.4315
+644.00745,356.11768,3.1679993,5.4315
+644.00745,359.28207,3.842987,5.4315
+644.00745,363.12146,5.4630127,5.4315
+644.00745,368.58087,8.756989,5.4315
+644.00745,377.33426,3.1679993,5.4315
+644.00745,384.53787,3.54599,5.4315
+644.00745,388.08026,5.696991,5.4315
+644.00745,393.77365,5.3640137,5.4315
+644.00745,399.13406,3.1679993,5.4315
+644.00745,406.2783,6.156006,5.4315
+644.00745,412.4307,7.3619995,5.4315
+644.00745,419.7891,2.4660034,5.4315
+644.00745,422.30548,4.6889954,5.4315
+644.00745,426.99088,4.6889954,5.4315
+644.00745,431.67627,3.1679993,5.4315
+644.00745,438.87988,5.174988,5.4315
+644.00745,444.05127,5.3640137,5.4315
+644.00745,449.41168,5.6069946,5.4315
+644.00745,455.01508,5.3640137,5.4315
+644.00745,460.3755,3.842987,5.4315
+644.00745,464.27786,5.4089966,5.4315
+644.00745,469.68146,2.4660034,5.4315
+644.00745,472.14386,3.1679993,5.4315
+654.9874,121.08,6.155998,5.4315
+654.9874,127.245,3.5459976,5.4315
+654.9874,130.8,5.4089966,5.4315
+654.9874,136.218,3.5460052,5.4315
+654.9874,139.773,2.4660034,5.4315
+654.9874,142.248,4.6889954,5.4315
+654.9874,146.946,3.5460052,5.4315
+654.9874,150.42538,2.4660034,5.4315
+654.9874,152.94179,4.6889954,5.4315
+654.9874,157.63979,5.4089966,5.4315
+654.9874,163.05779,2.4660034,5.4315
+654.9874,165.53279,3.1679993,5.4315
+654.9874,170.99669,7.083008,5.4315
+654.9874,178.08868,3.1679993,5.4315
+654.9874,181.21259,3.1679993,5.4315
+654.9874,184.38959,2.4660034,5.4315
+654.9874,186.8646,4.6889954,5.4315
+654.9874,191.56259,5.3639984,5.4315
+654.9874,196.9356,3.276001,5.4315
+654.9874,200.2206,3.1679993,5.4315
+654.9874,205.6845,5.6069946,5.4315
+654.9874,211.30049,5.4089966,5.4315
+654.9874,216.71849,3.5460052,5.4315
+654.9874,220.27348,5.4089966,5.4315
+654.9874,225.69148,3.1679993,5.4315
+654.9874,231.15538,3.1679993,5.4315
+654.9874,234.33238,5.4629974,5.4315
+654.9874,239.80438,3.8430023,5.4315
+654.9874,243.65639,3.1679993,5.4315
+654.9874,249.12029,3.7890015,5.4315
+654.9874,252.91829,4.6890106,5.4315
+654.9874,257.6163,3.842987,5.4315
+654.9874,261.4683,5.4089966,5.4315
+654.9874,266.8863,5.3640137,5.4315
+654.9874,272.25928,2.4660034,5.4315
+654.9874,274.73428,3.1679993,5.4315
+654.9874,280.19818,3.1679993,5.4315
+654.9874,283.37518,3.842987,5.4315
+654.9874,287.22717,5.4630127,5.4315
+654.9874,292.69916,8.756989,5.4315
+654.9874,301.3203,3.1679993,5.4315
+654.9874,306.7842,3.54599,5.4315
+654.9874,310.3275,5.696991,5.4315
+654.9874,316.02182,5.3640137,5.4315
+654.9874,321.38312,3.1679993,5.4315
+654.9874,326.84702,6.282013,5.4315
+654.9874,333.1263,5.3640137,5.4315
+654.9874,338.4876,5.696991,5.4315
+654.9874,344.18192,3.54599,5.4315
+654.9874,347.72522,3.842987,5.4315
+654.9874,351.62762,5.4089966,5.4315
+654.9874,357.03125,2.4660034,5.4315
+654.9874,359.54764,3.1679993,5.4315
+654.9874,365.01154,6.174011,5.4315
+654.9874,371.18283,5.696991,5.4315
+654.9874,376.87714,3.842987,5.4315
+654.9874,380.71744,5.3640137,5.4315
+654.9874,386.07874,5.4089966,5.4315
+654.9874,391.48505,5.696991,5.4315
+654.9874,397.17935,3.1679993,5.4315
+654.9874,402.64325,5.4630127,5.4315
+654.9874,408.10355,3.1679993,5.4315
+654.9874,411.26886,3.1679993,5.4315
+654.9874,416.73276,6.156006,5.4315
+654.9874,422.88605,3.54599,5.4315
+654.9874,426.42935,5.4089966,5.4315
+654.9874,431.83566,3.54599,5.4315
+654.9874,435.37897,2.4660034,5.4315
+654.9874,437.89536,4.6889954,5.4315
+654.9874,442.57538,3.54599,5.4315
+654.9874,446.11868,2.4660034,5.4315
+654.9874,448.63507,4.6889954,5.4315
+654.9874,453.32138,4.6889954,5.4315
+654.9874,458.0077,3.1679993,5.4315
+654.9874,463.4716,5.4630127,5.4315
+654.9874,468.9319,3.1679993,5.4315
+654.9874,472.0972,3.1679993,5.4315
+665.9071,121.08002,3.7890015,5.4315
+665.9071,124.86272,4.6889954,5.4315
+665.9071,129.54541,3.8430023,5.4315
+665.9071,133.38211,5.4089966,5.4315
+665.9071,138.7848,5.3639984,5.4315
+665.9071,144.1425,2.4660034,5.4315
+665.9071,146.6589,3.276001,5.4315
+665.9071,149.961,3.1679993,5.4315
+665.9071,153.1452,5.4089966,5.4315
+665.9071,158.5479,5.697006,5.4315
+665.9071,164.2386,5.6069946,5.4315
+665.9071,169.8393,3.1679993,5.4315
+665.9071,173.0235,5.6069946,5.4315
+665.9071,178.6242,5.4089966,5.4315
+665.9071,184.0269,3.5460052,5.4315
+665.9071,187.5666,5.4089966,5.4315
+665.9071,192.9693,3.1679993,5.4315
+665.9071,196.1535,3.1679993,5.4315
+665.9071,199.3152,5.4629974,5.4315
+665.9071,204.7719,3.8430023,5.4315
+665.9071,208.6086,3.1679993,5.4315
+665.9071,211.7928,6.5879974,5.4315
+665.9071,218.3745,5.697006,5.4315
+665.9071,224.0652,2.4660034,5.4315
+665.9071,226.5816,3.5460052,5.4315
+665.9071,230.1213,5.3639984,5.4315
+665.9071,235.479,5.6069946,5.4315
+665.9071,241.07971,3.1679993,5.4315
+665.9071,244.26392,6.2369995,5.4315
+665.9071,250.49461,2.4660034,5.4315
+665.9071,253.01102,5.696991,5.4315
+665.9071,258.70172,5.6069946,5.4315
+665.9071,264.30243,5.6069946,5.4315
+665.9071,269.90314,5.4630127,5.4315
+665.9071,275.35983,8.756989,5.4315
+665.9071,284.11053,3.1679993,5.4315
+665.9071,287.29474,3.1679993,5.4315
+665.9071,290.45645,3.842987,5.4315
+665.9071,294.29315,5.4630127,5.4315
+665.9071,299.74985,8.756989,5.4315
+665.9071,308.39972,3.1679993,5.4315
+665.9071,311.58392,3.54599,5.4315
+665.9071,315.12363,5.696991,5.4315
+665.9071,320.81433,5.3640137,5.4315
+665.9071,326.17203,3.1679993,5.4315
+665.9071,329.35623,7.083008,5.4315
+665.9071,336.43292,3.1679993,5.4315
+665.9071,339.59464,3.1679993,5.4315
+665.9071,342.75635,2.4660034,5.4315
+665.9071,345.27182,4.6889954,5.4315
+665.9071,349.95453,5.3640137,5.4315
+665.9071,355.31223,3.1679993,5.4315
+665.9071,358.49643,3.1679993,5.4315
+665.9071,361.65814,5.4630127,5.4315
+665.9071,367.11484,3.842987,5.4315
+665.9071,370.95154,3.1679993,5.4315
+665.9071,374.13574,6.7319946,5.4315
+665.9071,380.86145,5.4089966,5.4315
+665.9071,386.26416,3.54599,5.4315
+665.9071,389.80386,2.4660034,5.4315
+665.9071,392.31934,5.4630127,5.4315
+665.9071,397.77603,5.696991,5.4315
+665.9071,403.46674,5.4089966,5.4315
+665.9071,408.80914,2.4660034,5.4315
+665.9071,411.32462,3.1679993,5.4315
+665.9071,414.44852,6.156006,5.4315
+665.9071,420.5982,3.54599,5.4315
+665.9071,424.1379,5.4089966,5.4315
+665.9071,429.54062,3.54599,5.4315
+665.9071,433.08032,2.4660034,5.4315
+665.9071,435.5958,4.6889954,5.4315
+665.9071,440.2749,3.54599,5.4315
+665.9071,443.75342,2.4660034,5.4315
+665.9071,446.2689,4.6889954,5.4315
+665.9071,450.9516,4.6889954,5.4315
+665.9071,455.6343,3.276001,5.4315
+665.9071,458.90402,3.1679993,5.4315
+688.82745,137.10002,5.0130005,5.4315
+688.82745,142.10312,2.4660034,5.4315
+688.82745,144.61952,5.3639984,5.4315
+688.82745,149.97362,4.6889954,5.4315
+688.82745,154.65271,5.697006,5.4315
+688.82745,160.33981,3.5460052,5.4315
+688.82745,163.87592,5.3639984,5.4315
+688.82745,169.23001,5.697006,5.4315
+688.82745,174.91711,4.6889954,5.4315
+688.82745,179.59622,3.5460052,5.4315
+688.82745,183.13232,5.3639984,5.4315
+688.82745,188.48642,2.4660034,5.4315
+688.82745,191.00282,5.697006,5.4315
+688.82745,196.68993,3.1679993,5.4315
+688.82745,199.87413,5.697006,5.4315
+688.82745,205.56123,5.4089966,5.4315
+688.82745,210.96033,4.6889954,5.4315
+688.82745,215.63943,3.1679993,5.4315
+688.82745,218.82364,5.697006,5.4315
+688.82745,224.51074,5.4629974,5.4315
+688.82745,229.96384,3.5460052,5.4315
+688.82745,233.49994,3.1679993,5.4315
+688.82745,236.68414,5.6069946,5.4315
+688.82745,242.28125,5.3639984,5.4315
+688.82745,247.63535,5.3639984,5.4315
+688.82745,253.03804,5.697006,5.4315
+688.82745,258.73953,3.1679993,5.4315
+688.82745,261.92374,2.4660034,5.4315
+688.82745,264.44012,5.696991,5.4315
+688.82745,270.14163,4.6889954,5.4315
+688.82745,274.76135,2.4660034,5.4315
+688.82745,277.27774,5.696991,5.4315
+688.82745,282.96484,5.6069946,5.4315
+688.82745,288.56195,5.3640137,5.4315
+688.82745,293.91605,5.6069946,5.4315
+688.82745,299.51315,3.1679993,5.4315
+688.82745,302.69736,2.4660034,5.4315
+688.82745,305.21375,5.696991,5.4315
+688.82745,310.91525,3.1679993,5.4315
+688.82745,314.03915,3.54599,5.4315
+688.82745,317.57526,5.696991,5.4315
+688.82745,323.26236,5.3640137,5.4315
+688.82745,328.61646,3.1679993,5.4315
+688.82745,331.80066,3.54599,5.4315
+688.82745,335.33676,5.4089966,5.4315
+688.82745,340.73587,5.6069946,5.4315
+688.82745,346.33298,2.4660034,5.4315
+688.82745,348.84937,5.3640137,5.4315
+688.82745,354.20346,4.0859985,5.4315
+688.82745,358.27957,3.1679993,5.4315
+688.82745,361.46378,6.7319946,5.4315
+688.82745,368.18588,5.4630127,5.4315
+688.82745,373.63898,3.1679993,5.4315
+688.82745,376.82318,5.4089966,5.4315
+688.82745,382.2223,5.696991,5.4315
+688.82745,387.9094,4.6889954,5.4315
+688.82745,392.5885,7.3619995,5.4315
+688.82745,399.9406,5.3640137,5.4315
+688.82745,405.2947,3.842987,5.4315
+688.82745,409.1278,4.6889954,5.4315
+688.82745,413.80692,3.1679993,5.4315
+688.82745,416.99112,3.842987,5.4315
+688.82745,420.82422,5.3640137,5.4315
+688.82745,426.1783,4.6889954,5.4315
+688.82745,430.85742,5.3640137,5.4315
+688.82745,436.21152,2.4660034,5.4315
+688.82745,438.7279,5.328003,5.4315
+688.82745,444.06943,5.3640137,5.4315
+688.82745,449.42352,5.6069946,5.4315
+688.82745,455.02063,3.276001,5.4315
+688.82745,458.32275,3.1679993,5.4315
+711.8071,203.70001,5.5440063,5.4315
+711.8071,209.23412,5.4089966,5.4315
+711.8071,214.63321,5.6069946,5.4315
+711.8071,220.23032,2.4660034,5.4315
+711.8071,222.74582,5.3639984,5.4315
+711.8071,228.09991,3.1679993,5.4315
+711.8071,231.28322,5.723999,5.4315
+711.8071,236.99731,5.723999,5.4315
+711.8071,242.71141,3.1679993,5.4315
+711.8071,245.89471,5.723999,5.4315
+711.8071,251.60881,3.1679993,5.4315
+711.8071,254.79211,6.156006,5.4315
+711.8071,260.9751,4.6889954,5.4315
+711.8071,265.6542,4.6889954,5.4315
+711.8071,270.3333,5.696991,5.4315
+711.8071,276.02042,3.842987,5.4315
+711.8071,279.85352,5.4089966,5.4315
+711.8071,285.25262,4.6889954,5.4315
+711.8071,289.93173,5.328003,5.4315
+711.8071,295.24982,3.1679993,5.4315
+711.8071,298.4331,5.4630127,5.4315
+711.8071,303.8862,3.1679993,5.4315
+711.8071,307.0443,3.1679993,5.4315
+711.8071,310.2276,3.54599,5.4315
+711.8071,313.7637,5.696991,5.4315
+711.8071,319.4508,5.3640137,5.4315
+711.8071,324.8049,3.1679993,5.4315
+711.8071,327.9882,4.6889954,5.4315
+711.8071,332.6673,5.696991,5.4315
+711.8071,338.3544,3.842987,5.4315
+711.8071,342.1875,5.328003,5.4315
+711.8071,347.5056,5.3640137,5.4315
+711.8071,352.8597,5.328003,5.4315
+711.8071,358.1778,3.1679993,5.4315
+711.8071,361.36108,3.842987,5.4315
+711.8071,365.19418,5.3640137,5.4315
+711.8071,370.54828,4.6889954,5.4315
+711.8071,375.2274,5.696991,5.4315
+711.8071,380.9145,2.4660034,5.4315
+711.8071,383.42996,3.54599,5.4315
+711.8071,386.96875,4.6889954,5.4315
+711.8071,391.64786,3.1679993,5.4315

From cbe17879ab8e7cce58b105845d832c544667adf8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 22 Nov 2016 13:17:52 -0500
Subject: [PATCH 121/364] Refactor table equality assertions for better
 reporting

---
 .../technology/tabula/TestBasicExtractor.java | 187 +++++++++---------
 .../technology/tabula/UtilsForTesting.java    |  29 ++-
 2 files changed, 113 insertions(+), 103 deletions(-)

diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index f59f92ec..ba4ee047 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -26,82 +26,82 @@
 public class TestBasicExtractor {
 
     private static final String[][] EXPECTED_CORRECT_COLUMNS = {
-            { "", "", "Involvement of pupils in ", "" },
-            { "", "Preperation and ", "Production of ", "Presentation an" },
-            { "", "planing ", "materials ", "evaluation " },
-            { "Knowledge and awareness of different cultures ", "0,2885 ",
-                    "0,3974 ", "0,3904 " },
-            { "Foreign language competence ", "0,3057 ", "0,4184 ", "0,3899 " },
-            { "Social skills and abilities ", "0,3416 ", "0,3369 ", "0,4303 " },
-            { "Acquaintance of special knowledge ", "0,2569 ", "0,2909 ",
-                    "0,3557 " },
-            { "Self competence ", "0,3791 ", "0,3320 ", "0,4617 " } };
+            {"","","Involvement of pupils in","" },
+            {"","Preperation and","Production of","Presentation an" },
+            {"","planing","materials","evaluation" },
+            {"Knowledge and awareness of different cultures","0,2885",
+                   "0,3974","0,3904" },
+            {"Foreign language competence","0,3057","0,4184","0,3899" },
+            {"Social skills and abilities","0,3416","0,3369","0,4303" },
+            {"Acquaintance of special knowledge","0,2569","0,2909",
+                   "0,3557" },
+            {"Self competence","0,3791","0,3320","0,4617" } };
 
     private static final String[][] EXPECTED_COLUMN_RECOGNITION = {
-            { "ABDALA de MATARAZZO, Norma Amanda ",
-                    "Frente Cívico por Santiago ", "Santiago del Estero ",
-                    "AFIRMATIVO" },
-            { "ALBRIEU, Oscar Edmundo Nicolas ",
-                    "Frente para la Victoria - PJ ", "Rio Negro ", "AFIRMATIVO" },
-            { "ALONSO, María Luz ", "Frente para la Victoria - PJ ",
-                    "La Pampa ", "AFIRMATIVO" },
-            { "ARENA, Celia Isabel ", "Frente para la Victoria - PJ ",
-                    "Santa Fe ", "AFIRMATIVO" },
-            { "ARREGUI, Andrés Roberto ", "Frente para la Victoria - PJ ",
-                    "Buenos Aires ", "AFIRMATIVO" },
-            { "AVOSCAN, Herman Horacio ", "Frente para la Victoria - PJ ",
-                    "Rio Negro ", "AFIRMATIVO" },
-            { "BALCEDO, María Ester ", "Frente para la Victoria - PJ ",
-                    "Buenos Aires ", "AFIRMATIVO" },
-            { "BARRANDEGUY, Raúl Enrique ", "Frente para la Victoria - PJ ",
-                    "Entre Ríos ", "AFIRMATIVO" },
-            { "BASTERRA, Luis Eugenio ", "Frente para la Victoria - PJ ",
-                    "Formosa ", "AFIRMATIVO" },
-            { "BEDANO, Nora Esther ", "Frente para la Victoria - PJ ",
-                    "Córdoba ", "AFIRMATIVO" },
-            { "BERNAL, María Eugenia ", "Frente para la Victoria - PJ ",
-                    "Jujuy ", "AFIRMATIVO" },
-            { "BERTONE, Rosana Andrea ", "Frente para la Victoria - PJ ",
-                    "Tierra del Fuego ", "AFIRMATIVO" },
-            { "BIANCHI, María del Carmen ", "Frente para la Victoria - PJ ",
-                    "Cdad. Aut. Bs. As. ", "AFIRMATIVO" },
-            { "BIDEGAIN, Gloria Mercedes ", "Frente para la Victoria - PJ ",
-                    "Buenos Aires ", "AFIRMATIVO" },
-            { "BRAWER, Mara ", "Frente para la Victoria - PJ ",
-                    "Cdad. Aut. Bs. As. ", "AFIRMATIVO" },
-            { "BRILLO, José Ricardo ", "Movimiento Popular Neuquino ",
-                    "Neuquén ", "AFIRMATIVO" },
-            { "BROMBERG, Isaac Benjamín ", "Frente para la Victoria - PJ ",
-                    "Tucumán ", "AFIRMATIVO" },
-            { "BRUE, Daniel Agustín ", "Frente Cívico por Santiago ",
-                    "Santiago del Estero ", "AFIRMATIVO" },
-            { "CALCAGNO, Eric ", "Frente para la Victoria - PJ ",
-                    "Buenos Aires ", "AFIRMATIVO" },
-            { "CARLOTTO, Remo Gerardo ", "Frente para la Victoria - PJ ",
-                    "Buenos Aires ", "AFIRMATIVO" },
-            { "CARMONA, Guillermo Ramón ", "Frente para la Victoria - PJ ",
-                    "Mendoza ", "AFIRMATIVO" },
-            { "CATALAN MAGNI, Julio César ", "Frente para la Victoria - PJ ",
-                    "Tierra del Fuego ", "AFIRMATIVO" },
-            { "CEJAS, Jorge Alberto ", "Frente para la Victoria - PJ ",
-                    "Rio Negro ", "AFIRMATIVO" },
-            { "CHIENO, María Elena ", "Frente para la Victoria - PJ ",
-                    "Corrientes ", "AFIRMATIVO" },
-            { "CIAMPINI, José Alberto ", "Frente para la Victoria - PJ ",
-                    "Neuquén ", "AFIRMATIVO" },
-            { "CIGOGNA, Luis Francisco Jorge ",
-                    "Frente para la Victoria - PJ ", "Buenos Aires ",
-                    "AFIRMATIVO" },
-            { "CLERI, Marcos ", "Frente para la Victoria - PJ ", "Santa Fe ",
-                    "AFIRMATIVO" },
-            { "COMELLI, Alicia Marcela ", "Movimiento Popular Neuquino ",
-                    "Neuquén ", "AFIRMATIVO" },
-            { "CONTI, Diana Beatriz ", "Frente para la Victoria - PJ ",
-                    "Buenos Aires ", "AFIRMATIVO" },
-            { "CORDOBA, Stella Maris ", "Frente para la Victoria - PJ ",
-                    "Tucumán ", "AFIRMATIVO" },
-            { "CURRILEN, Oscar Rubén ", "Frente para la Victoria - PJ ",
-                    "Chubut ", "AFIRMATIVO" } };
+            { "ABDALA de MATARAZZO, Norma Amanda",
+                   "Frente Cívico por Santiago","Santiago del Estero",
+                   "AFIRMATIVO" },
+            {"ALBRIEU, Oscar Edmundo Nicolas",
+                   "Frente para la Victoria - PJ","Rio Negro","AFIRMATIVO" },
+            {"ALONSO, María Luz","Frente para la Victoria - PJ",
+                   "La Pampa","AFIRMATIVO" },
+            {"ARENA, Celia Isabel","Frente para la Victoria - PJ",
+                   "Santa Fe","AFIRMATIVO" },
+            {"ARREGUI, Andrés Roberto","Frente para la Victoria - PJ",
+                   "Buenos Aires","AFIRMATIVO" },
+            {"AVOSCAN, Herman Horacio","Frente para la Victoria - PJ",
+                   "Rio Negro","AFIRMATIVO" },
+            {"BALCEDO, María Ester","Frente para la Victoria - PJ",
+                   "Buenos Aires","AFIRMATIVO" },
+            {"BARRANDEGUY, Raúl Enrique","Frente para la Victoria - PJ",
+                   "Entre Ríos","AFIRMATIVO" },
+            {"BASTERRA, Luis Eugenio","Frente para la Victoria - PJ",
+                   "Formosa","AFIRMATIVO" },
+            {"BEDANO, Nora Esther","Frente para la Victoria - PJ",
+                   "Córdoba","AFIRMATIVO" },
+            {"BERNAL, María Eugenia","Frente para la Victoria - PJ",
+                   "Jujuy","AFIRMATIVO" },
+            {"BERTONE, Rosana Andrea","Frente para la Victoria - PJ",
+                   "Tierra del Fuego","AFIRMATIVO" },
+            {"BIANCHI, María del Carmen","Frente para la Victoria - PJ",
+                   "Cdad. Aut. Bs. As.","AFIRMATIVO" },
+            {"BIDEGAIN, Gloria Mercedes","Frente para la Victoria - PJ",
+                   "Buenos Aires","AFIRMATIVO" },
+            {"BRAWER, Mara","Frente para la Victoria - PJ",
+                   "Cdad. Aut. Bs. As.","AFIRMATIVO" },
+            {"BRILLO, José Ricardo","Movimiento Popular Neuquino",
+                   "Neuquén","AFIRMATIVO" },
+            {"BROMBERG, Isaac Benjamín","Frente para la Victoria - PJ",
+                   "Tucumán","AFIRMATIVO" },
+            {"BRUE, Daniel Agustín","Frente Cívico por Santiago",
+                   "Santiago del Estero","AFIRMATIVO" },
+            {"CALCAGNO, Eric","Frente para la Victoria - PJ",
+                   "Buenos Aires","AFIRMATIVO" },
+            {"CARLOTTO, Remo Gerardo","Frente para la Victoria - PJ",
+                   "Buenos Aires","AFIRMATIVO" },
+            {"CARMONA, Guillermo Ramón","Frente para la Victoria - PJ",
+                   "Mendoza","AFIRMATIVO" },
+            {"CATALAN MAGNI, Julio César","Frente para la Victoria - PJ",
+                   "Tierra del Fuego","AFIRMATIVO" },
+            {"CEJAS, Jorge Alberto","Frente para la Victoria - PJ",
+                   "Rio Negro","AFIRMATIVO" },
+            {"CHIENO, María Elena","Frente para la Victoria - PJ",
+                   "Corrientes","AFIRMATIVO" },
+            {"CIAMPINI, José Alberto","Frente para la Victoria - PJ",
+                   "Neuquén","AFIRMATIVO" },
+            {"CIGOGNA, Luis Francisco Jorge",
+                   "Frente para la Victoria - PJ","Buenos Aires",
+                   "AFIRMATIVO" },
+            {"CLERI, Marcos","Frente para la Victoria - PJ","Santa Fe",
+                   "AFIRMATIVO" },
+            {"COMELLI, Alicia Marcela","Movimiento Popular Neuquino",
+                   "Neuquén","AFIRMATIVO" },
+            {"CONTI, Diana Beatriz","Frente para la Victoria - PJ",
+                   "Buenos Aires","AFIRMATIVO" },
+            {"CORDOBA, Stella Maris","Frente para la Victoria - PJ",
+                   "Tucumán","AFIRMATIVO" },
+            {"CURRILEN, Oscar Rubén","Frente para la Victoria - PJ",
+                   "Chubut","AFIRMATIVO" } };
     
     private static final String[][] EXPECTED_COLUMN_EXTRACTION2 = {
         {"","Austria","77","1","78"},
@@ -140,21 +140,21 @@ public class TestBasicExtractor {
     };
     
     private static final String[][] EXPECTED_TABLE_EXTRACTION = {
-        {"AANONSEN, DEBORAH, A ","","","STATEN ISLAND, NY ","MEALS ","$85.00"},
-        {"TOTAL ","","","","","$85.00"},
-        {"AARON, CAREN, T ","","","RICHMOND, VA ","EDUCATIONAL ITEMS ","$78.80"},
-        {"AARON, CAREN, T ","","","RICHMOND, VA ","MEALS ","$392.45"},
-        {"TOTAL ","","","","","$471.25"},
-        {"AARON, JOHN ","","","CLARKSVILLE, TN ","MEALS ","$20.39"},
-        {"TOTAL ","","","","","$20.39"},
-        {"AARON, JOSHUA, N ","","","WEST GROVE, PA ","MEALS ","$310.33"},
-        {"AARON , JOSHUA , N ","REGIONAL PULMONARY & SLEEPMEDICINE ","","WEST GROVE, PA ","SPEAKING FEES ","$4,700.00"},
-        {"TOTAL ","","","","","$5,010.33"},
-        {"AARON, MAUREEN, M ","","","MARTINSVILLE, VA ","MEALS ","$193.67"},
-        {"TOTAL ","","","","","$193.67"},
-        {"AARON, MICHAEL, L ","","","WEST ISLIP, NY ","MEALS ","$19.50"},
-        {"TOTAL ","","","","","$19.50"},
-        {"AARON, MICHAEL, R ","","","BROOKLYN, NY ","MEALS ","$65.92"}
+        {"AANONSEN, DEBORAH, A","","","STATEN ISLAND, NY","MEALS","$85.00"},
+        {"TOTAL","","","","","$85.00"},
+        {"AARON, CAREN, T","","","RICHMOND, VA","EDUCATIONAL ITEMS","$78.80"},
+        {"AARON, CAREN, T","","","RICHMOND, VA","MEALS","$392.45"},
+        {"TOTAL","","","","","$471.25"},
+        {"AARON, JOHN","","","CLARKSVILLE, TN","MEALS","$20.39"},
+        {"TOTAL","","","","","$20.39"},
+        {"AARON, JOSHUA, N","","","WEST GROVE, PA","MEALS","$310.33"},
+        {"AARON , JOSHUA , N","REGIONAL PULMONARY & SLEEPMEDICINE","","WEST GROVE, PA","SPEAKING FEES","$4,700.00"},
+        {"TOTAL","","","","","$5,010.33"},
+        {"AARON, MAUREEN, M","","","MARTINSVILLE, VA","MEALS","$193.67"},
+        {"TOTAL","","","","","$193.67"},
+        {"AARON, MICHAEL, L","","","WEST ISLIP, NY","MEALS","$19.50"},
+        {"TOTAL","","","","","$19.50"},
+        {"AARON, MICHAEL, R","","","BROOKLYN, NY","MEALS","$65.92"}
         };
 
 
@@ -179,7 +179,7 @@ public void testColumnRecognition() throws IOException {
                         269.875f, 12.75f, 790.5f, 561f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
-        UtilsForTesting.assertTableEquals(table, EXPECTED_COLUMN_RECOGNITION);
+        assertArrayEquals(EXPECTED_COLUMN_RECOGNITION, UtilsForTesting.tableToArrayOfRows(table));
     }
     
     @Test
@@ -208,7 +208,7 @@ public void testExtractColumnsCorrectly() throws IOException {
                 115.0f, 70.0f, 233.0f, 510.0f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
-        UtilsForTesting.assertTableEquals(table, EXPECTED_CORRECT_COLUMNS);
+        assertArrayEquals(EXPECTED_CORRECT_COLUMNS, UtilsForTesting.tableToArrayOfRows(table));
     }
     
     @Test
@@ -216,7 +216,7 @@ public void testExtractColumnsCorrectly2() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/eu-017.pdf", 3);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm(page.getVerticalRulings());
         Table table = bea.extract(page.getArea(299.625f, 148.44f, 711.875f, 452.32f)).get(0);
-        UtilsForTesting.assertTableEquals(table, EXPECTED_COLUMN_EXTRACTION2);
+        assertArrayEquals(EXPECTED_COLUMN_EXTRACTION2, UtilsForTesting.tableToArrayOfRows(table));
     }
     
     @Test
@@ -226,8 +226,7 @@ public void testExtractColumnsCorrectly3() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
 
-        UtilsForTesting.assertTableEquals(table, EXPECTED_TABLE_EXTRACTION);
-
+        assertArrayEquals(EXPECTED_TABLE_EXTRACTION, UtilsForTesting.tableToArrayOfRows(table));
     }
     
     @Test
diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index 954573e9..2944daf7 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -34,19 +34,30 @@ public static Page getPage(String path, int pageNumber) throws IOException {
                 oe.close();
         }
     }
-    
-    public static void assertTableEquals(Table table, String[][] arrayOfRows) {
+
+    public static String[][] tableToArrayOfRows(Table table) {
         List<List<RectangularTextContainer>> tableRows = table.getRows();
-        assertEquals(arrayOfRows.length, tableRows.size());
-        for (int i = 0; i < arrayOfRows.length; i++) {
-            String[] row = arrayOfRows[i];
-            assertEquals(row.length, tableRows.get(i).size());
-            for (int j = 0; j < row.length; j++) {
-                assertEquals(row[j].trim(), table.getCell(i, j).getText().trim());
+
+        int maxColCount = -Integer.MAX_VALUE;
+
+        for (int i = 0; i < tableRows.size(); i++) {
+            List<RectangularTextContainer> row = tableRows.get(i);
+            if (maxColCount < row.size()) {
+                maxColCount = row.size();
+            }
+        }
+        String[][] rv = new String[tableRows.size()][maxColCount];
+
+        for (int i = 0; i < tableRows.size(); i++) {
+            List<RectangularTextContainer> row = tableRows.get(i);
+            for (int j = 0; j < row.size(); j++) {
+                rv[i][j] = table.getCell(i, j).getText();
             }
         }
+
+        return rv;
     }
-    
+
     public static String loadJson(String path) throws IOException {
     	
     	BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path), "UTF-8"));

From a1775ecb744abf06f6d6d7d024b561d13bb01f7d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 22 Nov 2016 13:40:18 -0500
Subject: [PATCH 122/364] Moved test fixture to a CSV file

---
 .../tabula/TestSpreadsheetExtractor.java      | 154 +++---------------
 .../csv/TestSpreadsheetExtractor-CELLS.csv    | 124 ++++++++++++++
 2 files changed, 145 insertions(+), 133 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/csv/TestSpreadsheetExtractor-CELLS.csv

diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 2633b05e..54484adb 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -3,13 +3,13 @@
 import static org.junit.Assert.*;
 
 import java.awt.geom.Point2D;
+import java.io.File;
 import java.io.IOException;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
+import java.nio.charset.Charset;
+import java.util.*;
 
 import org.apache.commons.csv.CSVFormat;
+import org.apache.commons.csv.CSVParser;
 import org.apache.commons.csv.CSVRecord;
 import org.junit.Test;
 
@@ -21,136 +21,10 @@
 import technology.tabula.writers.CSVWriter;
 import technology.tabula.UtilsForTesting;
 import technology.tabula.writers.JSONWriter;
-import java.text.Normalizer;
 
 public class TestSpreadsheetExtractor {
 
-    private static final Cell[] CELLS = new Cell[] {
-            new Cell(40.0f, 18.0f, 208.0f, 4.0f),
-            new Cell(44.0f, 18.0f, 52.0f, 6.0f),
-            new Cell(50.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(54.0f, 18.0f, 52.0f, 6.0f),
-            new Cell(60.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(64.0f, 18.0f, 52.0f, 6.0f),
-            new Cell(70.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(74.0f, 18.0f, 52.0f, 6.0f),
-            new Cell(90.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(94.0f, 18.0f, 52.0f, 6.0f),
-            new Cell(100.0f, 18.0f, 52.0f, 28.0f),
-            new Cell(128.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(132.0f, 18.0f, 52.0f, 64.0f),
-            new Cell(196.0f, 18.0f, 52.0f, 66.0f),
-            new Cell(262.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(266.0f, 18.0f, 52.0f, 84.0f),
-            new Cell(350.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(354.0f, 18.0f, 52.0f, 32.0f),
-            new Cell(386.0f, 18.0f, 52.0f, 38.0f),
-            new Cell(424.0f, 18.0f, 52.0f, 18.0f),
-            new Cell(442.0f, 18.0f, 52.0f, 74.0f),
-            new Cell(516.0f, 18.0f, 52.0f, 28.0f),
-            new Cell(544.0f, 18.0f, 52.0f, 4.0f),
-            new Cell(44.0f, 70.0f, 156.0f, 6.0f),
-            new Cell(50.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(54.0f, 70.0f, 156.0f, 6.0f),
-            new Cell(60.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(64.0f, 70.0f, 156.0f, 6.0f),
-            new Cell(70.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(74.0f, 70.0f, 156.0f, 6.0f),
-            new Cell(84.0f, 70.0f, 2.0f, 6.0f),
-            new Cell(90.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(94.0f, 70.0f, 156.0f, 6.0f),
-            new Cell(100.0f, 70.0f, 156.0f, 28.0f),
-            new Cell(128.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(132.0f, 70.0f, 156.0f, 64.0f),
-            new Cell(196.0f, 70.0f, 156.0f, 66.0f),
-            new Cell(262.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(266.0f, 70.0f, 156.0f, 84.0f),
-            new Cell(350.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(354.0f, 70.0f, 156.0f, 32.0f),
-            new Cell(386.0f, 70.0f, 156.0f, 38.0f),
-            new Cell(424.0f, 70.0f, 156.0f, 18.0f),
-            new Cell(442.0f, 70.0f, 156.0f, 74.0f),
-            new Cell(516.0f, 70.0f, 156.0f, 28.0f),
-            new Cell(544.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(84.0f, 72.0f, 446.0f, 6.0f),
-            new Cell(90.0f, 226.0f, 176.0f, 4.0f),
-            new Cell(94.0f, 226.0f, 176.0f, 6.0f),
-            new Cell(100.0f, 226.0f, 176.0f, 28.0f),
-            new Cell(128.0f, 226.0f, 176.0f, 4.0f),
-            new Cell(132.0f, 226.0f, 176.0f, 64.0f),
-            new Cell(196.0f, 226.0f, 176.0f, 66.0f),
-            new Cell(262.0f, 226.0f, 176.0f, 4.0f),
-            new Cell(266.0f, 226.0f, 176.0f, 84.0f),
-            new Cell(350.0f, 226.0f, 176.0f, 4.0f),
-            new Cell(354.0f, 226.0f, 176.0f, 32.0f),
-            new Cell(386.0f, 226.0f, 176.0f, 38.0f),
-            new Cell(424.0f, 226.0f, 176.0f, 18.0f),
-            new Cell(442.0f, 226.0f, 176.0f, 74.0f),
-            new Cell(516.0f, 226.0f, 176.0f, 28.0f),
-            new Cell(544.0f, 226.0f, 176.0f, 4.0f),
-            new Cell(90.0f, 402.0f, 116.0f, 4.0f),
-            new Cell(94.0f, 402.0f, 116.0f, 6.0f),
-            new Cell(100.0f, 402.0f, 116.0f, 28.0f),
-            new Cell(128.0f, 402.0f, 116.0f, 4.0f),
-            new Cell(132.0f, 402.0f, 116.0f, 64.0f),
-            new Cell(196.0f, 402.0f, 116.0f, 66.0f),
-            new Cell(262.0f, 402.0f, 116.0f, 4.0f),
-            new Cell(266.0f, 402.0f, 116.0f, 84.0f),
-            new Cell(350.0f, 402.0f, 116.0f, 4.0f),
-            new Cell(354.0f, 402.0f, 116.0f, 32.0f),
-            new Cell(386.0f, 402.0f, 116.0f, 38.0f),
-            new Cell(424.0f, 402.0f, 116.0f, 18.0f),
-            new Cell(442.0f, 402.0f, 116.0f, 74.0f),
-            new Cell(516.0f, 402.0f, 116.0f, 28.0f),
-            new Cell(544.0f, 402.0f, 116.0f, 4.0f),
-            new Cell(84.0f, 518.0f, 246.0f, 6.0f),
-            new Cell(90.0f, 518.0f, 186.0f, 4.0f),
-            new Cell(94.0f, 518.0f, 186.0f, 6.0f),
-            new Cell(100.0f, 518.0f, 186.0f, 28.0f),
-            new Cell(128.0f, 518.0f, 186.0f, 4.0f),
-            new Cell(132.0f, 518.0f, 186.0f, 64.0f),
-            new Cell(196.0f, 518.0f, 186.0f, 66.0f),
-            new Cell(262.0f, 518.0f, 186.0f, 4.0f),
-            new Cell(266.0f, 518.0f, 186.0f, 84.0f),
-            new Cell(350.0f, 518.0f, 186.0f, 4.0f),
-            new Cell(354.0f, 518.0f, 186.0f, 32.0f),
-            new Cell(386.0f, 518.0f, 186.0f, 38.0f),
-            new Cell(424.0f, 518.0f, 186.0f, 18.0f),
-            new Cell(442.0f, 518.0f, 186.0f, 74.0f),
-            new Cell(516.0f, 518.0f, 186.0f, 28.0f),
-            new Cell(544.0f, 518.0f, 186.0f, 4.0f),
-            new Cell(90.0f, 704.0f, 60.0f, 4.0f),
-            new Cell(94.0f, 704.0f, 60.0f, 6.0f),
-            new Cell(100.0f, 704.0f, 60.0f, 28.0f),
-            new Cell(128.0f, 704.0f, 60.0f, 4.0f),
-            new Cell(132.0f, 704.0f, 60.0f, 64.0f),
-            new Cell(196.0f, 704.0f, 60.0f, 66.0f),
-            new Cell(262.0f, 704.0f, 60.0f, 4.0f),
-            new Cell(266.0f, 704.0f, 60.0f, 84.0f),
-            new Cell(350.0f, 704.0f, 60.0f, 4.0f),
-            new Cell(354.0f, 704.0f, 60.0f, 32.0f),
-            new Cell(386.0f, 704.0f, 60.0f, 38.0f),
-            new Cell(424.0f, 704.0f, 60.0f, 18.0f),
-            new Cell(442.0f, 704.0f, 60.0f, 74.0f),
-            new Cell(516.0f, 704.0f, 60.0f, 28.0f),
-            new Cell(544.0f, 704.0f, 60.0f, 4.0f),
-            new Cell(84.0f, 764.0f, 216.0f, 6.0f),
-            new Cell(90.0f, 764.0f, 216.0f, 4.0f),
-            new Cell(94.0f, 764.0f, 216.0f, 6.0f),
-            new Cell(100.0f, 764.0f, 216.0f, 28.0f),
-            new Cell(128.0f, 764.0f, 216.0f, 4.0f),
-            new Cell(132.0f, 764.0f, 216.0f, 64.0f),
-            new Cell(196.0f, 764.0f, 216.0f, 66.0f),
-            new Cell(262.0f, 764.0f, 216.0f, 4.0f),
-            new Cell(266.0f, 764.0f, 216.0f, 84.0f),
-            new Cell(350.0f, 764.0f, 216.0f, 4.0f),
-            new Cell(354.0f, 764.0f, 216.0f, 32.0f),
-            new Cell(386.0f, 764.0f, 216.0f, 38.0f),
-            new Cell(424.0f, 764.0f, 216.0f, 18.0f),
-            new Cell(442.0f, 764.0f, 216.0f, 74.0f),
-            new Cell(516.0f, 764.0f, 216.0f, 28.0f),
-            new Cell(544.0f, 764.0f, 216.0f, 4.0f) };
-    
+
     public static final Rectangle[] EXPECTED_RECTANGLES = {
         new Rectangle(40.0f, 18.0f, 208.0f, 40.0f),
         new Rectangle(84.0f, 18.0f, 962.0f, 464.0f)
@@ -282,9 +156,23 @@ public void testDetectTwoSingleCells() {
     }
     
     @Test
-    public void testFindSpreadsheetsFromCells() {
+    public void testFindSpreadsheetsFromCells() throws IOException {
+
+        CSVParser parse = org.apache.commons.csv.CSVParser.parse(new File("src/test/resources/technology/tabula/csv/TestSpreadsheetExtractor-CELLS.csv"),
+                Charset.forName("utf-8"),
+                CSVFormat.DEFAULT);
+
+        List<Cell> cells = new ArrayList<Cell>();
+
+        for (CSVRecord record: parse) {
+            cells.add(new Cell(Float.parseFloat(record.get(0)),
+                    Float.parseFloat(record.get(1)),
+                    Float.parseFloat(record.get(2)),
+                    Float.parseFloat(record.get(3))));
+        }
+
+
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
-        List<? extends Rectangle> cells = Arrays.asList(CELLS);
         List<Rectangle> expected = Arrays.asList(EXPECTED_RECTANGLES);
         Collections.sort(expected);
         List<Rectangle> foundRectangles = se.findSpreadsheetsFromCells(cells);
diff --git a/src/test/resources/technology/tabula/csv/TestSpreadsheetExtractor-CELLS.csv b/src/test/resources/technology/tabula/csv/TestSpreadsheetExtractor-CELLS.csv
new file mode 100644
index 00000000..1926943d
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/TestSpreadsheetExtractor-CELLS.csv
@@ -0,0 +1,124 @@
+40.0,18.0,208.0,4.0
+44.0,18.0,52.0,6.0
+50.0,18.0,52.0,4.0
+54.0,18.0,52.0,6.0
+60.0,18.0,52.0,4.0
+64.0,18.0,52.0,6.0
+70.0,18.0,52.0,4.0
+74.0,18.0,52.0,6.0
+90.0,18.0,52.0,4.0
+94.0,18.0,52.0,6.0
+100.0,18.0,52.0,28.0
+128.0,18.0,52.0,4.0
+132.0,18.0,52.0,64.0
+196.0,18.0,52.0,66.0
+262.0,18.0,52.0,4.0
+266.0,18.0,52.0,84.0
+350.0,18.0,52.0,4.0
+354.0,18.0,52.0,32.0
+386.0,18.0,52.0,38.0
+424.0,18.0,52.0,18.0
+442.0,18.0,52.0,74.0
+516.0,18.0,52.0,28.0
+544.0,18.0,52.0,4.0
+44.0,70.0,156.0,6.0
+50.0,70.0,156.0,4.0
+54.0,70.0,156.0,6.0
+60.0,70.0,156.0,4.0
+64.0,70.0,156.0,6.0
+70.0,70.0,156.0,4.0
+74.0,70.0,156.0,6.0
+84.0,70.0,2.0,6.0
+90.0,70.0,156.0,4.0
+94.0,70.0,156.0,6.0
+100.0,70.0,156.0,28.0
+128.0,70.0,156.0,4.0
+132.0,70.0,156.0,64.0
+196.0,70.0,156.0,66.0
+262.0,70.0,156.0,4.0
+266.0,70.0,156.0,84.0
+350.0,70.0,156.0,4.0
+354.0,70.0,156.0,32.0
+386.0,70.0,156.0,38.0
+424.0,70.0,156.0,18.0
+442.0,70.0,156.0,74.0
+516.0,70.0,156.0,28.0
+544.0,70.0,156.0,4.0
+84.0,72.0,446.0,6.0
+90.0,226.0,176.0,4.0
+94.0,226.0,176.0,6.0
+100.0,226.0,176.0,28.0
+128.0,226.0,176.0,4.0
+132.0,226.0,176.0,64.0
+196.0,226.0,176.0,66.0
+262.0,226.0,176.0,4.0
+266.0,226.0,176.0,84.0
+350.0,226.0,176.0,4.0
+354.0,226.0,176.0,32.0
+386.0,226.0,176.0,38.0
+424.0,226.0,176.0,18.0
+442.0,226.0,176.0,74.0
+516.0,226.0,176.0,28.0
+544.0,226.0,176.0,4.0
+90.0,402.0,116.0,4.0
+94.0,402.0,116.0,6.0
+100.0,402.0,116.0,28.0
+128.0,402.0,116.0,4.0
+132.0,402.0,116.0,64.0
+196.0,402.0,116.0,66.0
+262.0,402.0,116.0,4.0
+266.0,402.0,116.0,84.0
+350.0,402.0,116.0,4.0
+354.0,402.0,116.0,32.0
+386.0,402.0,116.0,38.0
+424.0,402.0,116.0,18.0
+442.0,402.0,116.0,74.0
+516.0,402.0,116.0,28.0
+544.0,402.0,116.0,4.0
+84.0,518.0,246.0,6.0
+90.0,518.0,186.0,4.0
+94.0,518.0,186.0,6.0
+100.0,518.0,186.0,28.0
+128.0,518.0,186.0,4.0
+132.0,518.0,186.0,64.0
+196.0,518.0,186.0,66.0
+262.0,518.0,186.0,4.0
+266.0,518.0,186.0,84.0
+350.0,518.0,186.0,4.0
+354.0,518.0,186.0,32.0
+386.0,518.0,186.0,38.0
+424.0,518.0,186.0,18.0
+442.0,518.0,186.0,74.0
+516.0,518.0,186.0,28.0
+544.0,518.0,186.0,4.0
+90.0,704.0,60.0,4.0
+94.0,704.0,60.0,6.0
+100.0,704.0,60.0,28.0
+128.0,704.0,60.0,4.0
+132.0,704.0,60.0,64.0
+196.0,704.0,60.0,66.0
+262.0,704.0,60.0,4.0
+266.0,704.0,60.0,84.0
+350.0,704.0,60.0,4.0
+354.0,704.0,60.0,32.0
+386.0,704.0,60.0,38.0
+424.0,704.0,60.0,18.0
+442.0,704.0,60.0,74.0
+516.0,704.0,60.0,28.0
+544.0,704.0,60.0,4.0
+84.0,764.0,216.0,6.0
+90.0,764.0,216.0,4.0
+94.0,764.0,216.0,6.0
+100.0,764.0,216.0,28.0
+128.0,764.0,216.0,4.0
+132.0,764.0,216.0,64.0
+196.0,764.0,216.0,66.0
+262.0,764.0,216.0,4.0
+266.0,764.0,216.0,84.0
+350.0,764.0,216.0,4.0
+354.0,764.0,216.0,32.0
+386.0,764.0,216.0,38.0
+424.0,764.0,216.0,18.0
+442.0,764.0,216.0,74.0
+516.0,764.0,216.0,28.0
+544.0,764.0,216.0,4.0f

From dfd5f2f2ebd27adf8afc73173d4aefb9c92e6451 Mon Sep 17 00:00:00 2001
From: jjelosua <jelosua@npr.org>
Date: Fri, 16 Dec 2016 11:31:17 -0500
Subject: [PATCH 123/364] ignore area restrictions on blank page. closes #130

---
 src/main/java/technology/tabula/Page.java | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index ab57d938..9e810d34 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -53,6 +53,7 @@ public Page(float top, float left, float width, float height, int rotation, int
     
     public Page getArea(Rectangle area) {
         List<TextElement> t = getText(area);
+        if (t.isEmpty()) return this;
         Page rv = new Page(
                 (float) area.getTop(),
                 (float) area.getLeft(),

From 0cf4461789ae67fd9ef69d470449eb4cbd44aa0f Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremy.merrill@nytimes.com>
Date: Fri, 16 Dec 2016 11:32:23 -0500
Subject: [PATCH 124/364] adjust expected output to use lattice/stream instead
 of spreadsheet/basic names for extraction mehthod

---
 .../tabula/json/argentina_diputados_voting_record.json          | 2 +-
 src/test/resources/technology/tabula/json/schools.json          | 2 +-
 src/test/resources/technology/tabula/json/spanning_cells.json   | 2 +-
 .../resources/technology/tabula/json/spanning_cells_basic.json  | 2 +-
 src/test/resources/technology/tabula/json/twotables.json        | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index f9e9ae1e..57d0c634 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"basic","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.11,"left":28.56,"width":175.21029663085938,"height":7.210000038146973,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.11,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":279.83,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":279.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":295.55,"left":28.56,"width":141.71029663085938,"height":7.210000038146973,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":295.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":296.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":295.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":312.11,"left":28.56,"width":83.75028228759766,"height":7.210000038146973,"text":"ALONSO, María Luz"},{"top":312.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":312.83,"left":397.56,"width":42.250274658203125,"height":7.210000038146973,"text":"La Pampa"},{"top":312.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":328.55,"left":28.56,"width":84.25028228759766,"height":7.210000038146973,"text":"ARENA, Celia Isabel"},{"top":328.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":329.39,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":328.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":345.11,"left":28.56,"width":110.29029846191406,"height":7.210000038146973,"text":"ARREGUI, Andrés Roberto"},{"top":345.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":345.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":345.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":361.55,"left":28.56,"width":115.69029235839844,"height":7.210000038146973,"text":"AVOSCAN, Herman Horacio"},{"top":361.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":362.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":361.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":378.11,"left":28.56,"width":95.6902847290039,"height":7.210000038146973,"text":"BALCEDO, María Ester"},{"top":378.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":378.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":378.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":394.55,"left":28.56,"width":127.69029235839844,"height":7.210000038146973,"text":"BARRANDEGUY, Raúl Enrique"},{"top":394.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":395.39,"left":397.56,"width":43.6702880859375,"height":7.210000038146973,"text":"Entre Ríos"},{"top":394.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":411.11,"left":28.56,"width":106.69029235839844,"height":7.210000038146973,"text":"BASTERRA, Luis Eugenio"},{"top":411.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":411.83,"left":397.56,"width":36.73028564453125,"height":7.210000038146973,"text":"Formosa"},{"top":411.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":427.55,"left":28.56,"width":92.21028137207031,"height":7.210000038146973,"text":"BEDANO, Nora Esther"},{"top":427.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":428.39,"left":397.56,"width":35.6602783203125,"height":7.210000038146973,"text":"Córdoba"},{"top":427.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":444.11,"left":28.56,"width":100.69029235839844,"height":7.210000038146973,"text":"BERNAL, María Eugenia"},{"top":444.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":444.83,"left":397.56,"width":22.200286865234375,"height":7.210000038146973,"text":"Jujuy"},{"top":444.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":460.55,"left":28.56,"width":112.21029663085938,"height":7.210000038146973,"text":"BERTONE, Rosana Andrea"},{"top":460.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":461.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":460.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":477.11,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"BIANCHI, María del Carmen"},{"top":477.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":477.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":477.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":493.55,"left":28.56,"width":115.19029235839844,"height":7.210000038146973,"text":"BIDEGAIN, Gloria Mercedes"},{"top":493.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":494.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":493.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":510.11,"left":28.56,"width":66.25028228759766,"height":7.210000038146973,"text":"BRAWER, Mara"},{"top":510.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":510.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":510.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":526.55,"left":28.56,"width":90.73028564453125,"height":7.210000038146973,"text":"BRILLO, José Ricardo"},{"top":526.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":527.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":526.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":543.11,"left":28.56,"width":120.73028564453125,"height":7.210000038146973,"text":"BROMBERG, Isaac Benjamín"},{"top":543.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":543.83,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":543.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":559.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"BRUE, Daniel Agustín"},{"top":559.55,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":560.39,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":559.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":576.11,"left":28.56,"width":72.23028564453125,"height":7.210000038146973,"text":"CALCAGNO, Eric"},{"top":576.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":576.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":576.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":592.55,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"CARLOTTO, Remo Gerardo"},{"top":592.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":593.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":592.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":609.11,"left":28.56,"width":122.1702880859375,"height":7.210000038146973,"text":"CARMONA, Guillermo Ramón"},{"top":609.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":609.83,"left":397.56,"width":38.1602783203125,"height":7.210000038146973,"text":"Mendoza"},{"top":609.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":625.55,"left":28.56,"width":124.73028564453125,"height":7.210000038146973,"text":"CATALAN MAGNI, Julio César"},{"top":625.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":626.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":625.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":642.11,"left":28.56,"width":88.6902847290039,"height":7.210000038146973,"text":"CEJAS, Jorge Alberto"},{"top":642.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":642.83,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":642.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":658.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"CHIENO, María Elena"},{"top":658.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":659.39,"left":397.56,"width":42.72027587890625,"height":7.210000038146973,"text":"Corrientes"},{"top":658.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":675.11,"left":28.56,"width":96.25028228759766,"height":7.210000038146973,"text":"CIAMPINI, José Alberto"},{"top":675.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":675.83,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":675.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":691.55,"left":28.56,"width":131.77029418945312,"height":7.210000038146973,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":691.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":692.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":691.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":708.11,"left":28.56,"width":62.15028381347656,"height":7.210000038146973,"text":"CLERI, Marcos"},{"top":708.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":708.83,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":708.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":724.55,"left":28.56,"width":101.77029418945312,"height":7.210000038146973,"text":"COMELLI, Alicia Marcela"},{"top":724.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":725.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":724.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":741.11,"left":28.56,"width":88.1902847290039,"height":7.210000038146973,"text":"CONTI, Diana Beatriz"},{"top":741.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":741.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":741.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":757.55,"left":28.56,"width":98.75028228759766,"height":7.210000038146973,"text":"CORDOBA, Stella Maris"},{"top":757.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":758.39,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":757.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":774.11,"left":28.56,"width":105.25028991699219,"height":7.210000038146973,"text":"CURRILEN, Oscar Rubén"},{"top":774.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":774.83,"left":397.56,"width":30.2802734375,"height":7.210000038146973,"text":"Chubut"},{"top":774.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}]]}
+{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.11,"left":28.56,"width":175.21029663085938,"height":7.210000038146973,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.11,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":279.83,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":279.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":295.55,"left":28.56,"width":141.71029663085938,"height":7.210000038146973,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":295.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":296.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":295.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":312.11,"left":28.56,"width":83.75028228759766,"height":7.210000038146973,"text":"ALONSO, María Luz"},{"top":312.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":312.83,"left":397.56,"width":42.250274658203125,"height":7.210000038146973,"text":"La Pampa"},{"top":312.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":328.55,"left":28.56,"width":84.25028228759766,"height":7.210000038146973,"text":"ARENA, Celia Isabel"},{"top":328.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":329.39,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":328.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":345.11,"left":28.56,"width":110.29029846191406,"height":7.210000038146973,"text":"ARREGUI, Andrés Roberto"},{"top":345.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":345.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":345.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":361.55,"left":28.56,"width":115.69029235839844,"height":7.210000038146973,"text":"AVOSCAN, Herman Horacio"},{"top":361.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":362.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":361.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":378.11,"left":28.56,"width":95.6902847290039,"height":7.210000038146973,"text":"BALCEDO, María Ester"},{"top":378.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":378.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":378.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":394.55,"left":28.56,"width":127.69029235839844,"height":7.210000038146973,"text":"BARRANDEGUY, Raúl Enrique"},{"top":394.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":395.39,"left":397.56,"width":43.6702880859375,"height":7.210000038146973,"text":"Entre Ríos"},{"top":394.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":411.11,"left":28.56,"width":106.69029235839844,"height":7.210000038146973,"text":"BASTERRA, Luis Eugenio"},{"top":411.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":411.83,"left":397.56,"width":36.73028564453125,"height":7.210000038146973,"text":"Formosa"},{"top":411.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":427.55,"left":28.56,"width":92.21028137207031,"height":7.210000038146973,"text":"BEDANO, Nora Esther"},{"top":427.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":428.39,"left":397.56,"width":35.6602783203125,"height":7.210000038146973,"text":"Córdoba"},{"top":427.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":444.11,"left":28.56,"width":100.69029235839844,"height":7.210000038146973,"text":"BERNAL, María Eugenia"},{"top":444.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":444.83,"left":397.56,"width":22.200286865234375,"height":7.210000038146973,"text":"Jujuy"},{"top":444.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":460.55,"left":28.56,"width":112.21029663085938,"height":7.210000038146973,"text":"BERTONE, Rosana Andrea"},{"top":460.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":461.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":460.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":477.11,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"BIANCHI, María del Carmen"},{"top":477.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":477.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":477.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":493.55,"left":28.56,"width":115.19029235839844,"height":7.210000038146973,"text":"BIDEGAIN, Gloria Mercedes"},{"top":493.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":494.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":493.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":510.11,"left":28.56,"width":66.25028228759766,"height":7.210000038146973,"text":"BRAWER, Mara"},{"top":510.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":510.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":510.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":526.55,"left":28.56,"width":90.73028564453125,"height":7.210000038146973,"text":"BRILLO, José Ricardo"},{"top":526.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":527.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":526.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":543.11,"left":28.56,"width":120.73028564453125,"height":7.210000038146973,"text":"BROMBERG, Isaac Benjamín"},{"top":543.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":543.83,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":543.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":559.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"BRUE, Daniel Agustín"},{"top":559.55,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":560.39,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":559.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":576.11,"left":28.56,"width":72.23028564453125,"height":7.210000038146973,"text":"CALCAGNO, Eric"},{"top":576.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":576.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":576.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":592.55,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"CARLOTTO, Remo Gerardo"},{"top":592.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":593.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":592.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":609.11,"left":28.56,"width":122.1702880859375,"height":7.210000038146973,"text":"CARMONA, Guillermo Ramón"},{"top":609.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":609.83,"left":397.56,"width":38.1602783203125,"height":7.210000038146973,"text":"Mendoza"},{"top":609.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":625.55,"left":28.56,"width":124.73028564453125,"height":7.210000038146973,"text":"CATALAN MAGNI, Julio César"},{"top":625.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":626.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":625.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":642.11,"left":28.56,"width":88.6902847290039,"height":7.210000038146973,"text":"CEJAS, Jorge Alberto"},{"top":642.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":642.83,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":642.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":658.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"CHIENO, María Elena"},{"top":658.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":659.39,"left":397.56,"width":42.72027587890625,"height":7.210000038146973,"text":"Corrientes"},{"top":658.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":675.11,"left":28.56,"width":96.25028228759766,"height":7.210000038146973,"text":"CIAMPINI, José Alberto"},{"top":675.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":675.83,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":675.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":691.55,"left":28.56,"width":131.77029418945312,"height":7.210000038146973,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":691.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":692.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":691.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":708.11,"left":28.56,"width":62.15028381347656,"height":7.210000038146973,"text":"CLERI, Marcos"},{"top":708.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":708.83,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":708.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":724.55,"left":28.56,"width":101.77029418945312,"height":7.210000038146973,"text":"COMELLI, Alicia Marcela"},{"top":724.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":725.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":724.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":741.11,"left":28.56,"width":88.1902847290039,"height":7.210000038146973,"text":"CONTI, Diana Beatriz"},{"top":741.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":741.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":741.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":757.55,"left":28.56,"width":98.75028228759766,"height":7.210000038146973,"text":"CORDOBA, Stella Maris"},{"top":757.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":758.39,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":757.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":774.11,"left":28.56,"width":105.25028991699219,"height":7.210000038146973,"text":"CURRILEN, Oscar Rubén"},{"top":774.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":774.83,"left":397.56,"width":30.2802734375,"height":7.210000038146973,"text":"Chubut"},{"top":774.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}]]}
diff --git a/src/test/resources/technology/tabula/json/schools.json b/src/test/resources/technology/tabula/json/schools.json
index 154dc0e2..35d04371 100644
--- a/src/test/resources/technology/tabula/json/schools.json
+++ b/src/test/resources/technology/tabula/json/schools.json
@@ -1 +1 @@
-{"extraction_method":"spreadsheet","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91127014160156,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.5,"width":69.72000122070312,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91127014160156,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.5,"width":69.72000122070312,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91127014160156,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.5,"width":69.72000122070312,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91127014160156,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.5,"width":69.72000122070312,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91127014160156,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.5,"width":69.72000122070312,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91127014160156,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.5,"width":69.72000122070312,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91127014160156,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.5,"width":69.72000122070312,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Cohen"},{"top":397.86,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":408.64,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":408.64,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Commers"},{"top":408.64,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Beth"},{"top":408.64,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2294 Commonwealth Ave"},{"top":408.64,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":408.64,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":408.64,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":408.64,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Self Employed"},{"top":408.64,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Homemaker"},{"top":408.64,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/1/2012"},{"top":408.64,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91127014160156,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.5,"width":69.72000122070312,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91127014160156,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.5,"width":69.72000122070312,"height":10.780059814453125,"text":"Florence M. /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91127014160156,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.5,"width":69.72000122070312,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91127014160156,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.5,"width":69.72000122070312,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
+{"extraction_method":"lattice","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91127014160156,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.5,"width":69.72000122070312,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91127014160156,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.5,"width":69.72000122070312,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91127014160156,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.5,"width":69.72000122070312,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91127014160156,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.5,"width":69.72000122070312,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91127014160156,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.5,"width":69.72000122070312,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91127014160156,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.5,"width":69.72000122070312,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91127014160156,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.5,"width":69.72000122070312,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Cohen"},{"top":397.86,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":408.64,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":408.64,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Commers"},{"top":408.64,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Beth"},{"top":408.64,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2294 Commonwealth Ave"},{"top":408.64,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":408.64,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":408.64,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":408.64,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Self Employed"},{"top":408.64,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Homemaker"},{"top":408.64,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/1/2012"},{"top":408.64,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91127014160156,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.5,"width":69.72000122070312,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91127014160156,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.5,"width":69.72000122070312,"height":10.780059814453125,"text":"Florence M. /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91127014160156,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.5,"width":69.72000122070312,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91127014160156,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.5,"width":69.72000122070312,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
diff --git a/src/test/resources/technology/tabula/json/spanning_cells.json b/src/test/resources/technology/tabula/json/spanning_cells.json
index 46984857..29431f4b 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells.json
@@ -1 +1 @@
-[{"extraction_method":"spreadsheet","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938674926757812,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.78943,"width":121.92680358886719,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663360595703125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37115,"width":46.73052978515625,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.78943,"width":121.92680358886719,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663360595703125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37115,"width":46.73052978515625,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.78943,"width":121.92680358886719,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663360595703125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37115,"width":46.73052978515625,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785049438476562,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785049438476562,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785049438476562,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785049438476562,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785049438476562,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785049438476562,"text":"1,693"}],[{"top":236.5329,"left":119.78943,"width":355.312255859375,"height":13.102508544921875,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.78943,"width":121.92680358886719,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663360595703125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37115,"width":46.73052978515625,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"spreadsheet","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66310119628906,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.4141,"width":46.663787841796875,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938674926757812,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.78943,"width":121.92680358886719,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663360595703125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37115,"width":46.73052978515625,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.78943,"width":121.92680358886719,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663360595703125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37115,"width":46.73052978515625,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.78943,"width":121.92680358886719,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663360595703125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37115,"width":46.73052978515625,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785049438476562,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785049438476562,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785049438476562,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785049438476562,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785049438476562,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785049438476562,"text":"1,693"}],[{"top":236.5329,"left":119.78943,"width":355.312255859375,"height":13.102508544921875,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.78943,"width":121.92680358886719,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663360595703125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37115,"width":46.73052978515625,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66310119628906,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.4141,"width":46.663787841796875,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
diff --git a/src/test/resources/technology/tabula/json/spanning_cells_basic.json b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
index b644b940..1ecfbaae 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells_basic.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
@@ -1 +1 @@
-[{"extraction_method":"spreadsheet","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897994995117188,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.789444,"width":121.92678833007812,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663330078125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37112,"width":46.73773193359375,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.789444,"width":121.92678833007812,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663330078125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37112,"width":46.73773193359375,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.789444,"width":121.92678833007812,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663330078125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37112,"width":46.73773193359375,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785079956054688,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785079956054688,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785079956054688,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785079956054688,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785079956054688,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785079956054688,"text":"1,693"}],[{"top":236.53293,"left":119.789444,"width":355.31939697265625,"height":13.102462768554688,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.789444,"width":121.92678833007812,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663330078125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37112,"width":46.73773193359375,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"spreadsheet","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66310119628906,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.4141,"width":46.663787841796875,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897994995117188,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.789444,"width":121.92678833007812,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663330078125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37112,"width":46.73773193359375,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.789444,"width":121.92678833007812,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663330078125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37112,"width":46.73773193359375,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.789444,"width":121.92678833007812,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663330078125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37112,"width":46.73773193359375,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785079956054688,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785079956054688,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785079956054688,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785079956054688,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785079956054688,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785079956054688,"text":"1,693"}],[{"top":236.53293,"left":119.789444,"width":355.31939697265625,"height":13.102462768554688,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.789444,"width":121.92678833007812,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663330078125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37112,"width":46.73773193359375,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66310119628906,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.4141,"width":46.663787841796875,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
diff --git a/src/test/resources/technology/tabula/json/twotables.json b/src/test/resources/technology/tabula/json/twotables.json
index 8d68a640..aca9787f 100644
--- a/src/test/resources/technology/tabula/json/twotables.json
+++ b/src/test/resources/technology/tabula/json/twotables.json
@@ -1 +1 @@
-[{"extraction_method":"spreadsheet","top":111.18451,"left":67.41156,"width":342.44476318359375,"height":174.07479858398438,"data":[[{"top":111.18451,"left":67.41156,"width":85.61141967773438,"height":28.53582763671875,"text":""},{"top":111.18451,"left":153.02298,"width":256.8333435058594,"height":14.266975402832031,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":125.451485,"left":153.02298,"width":51.367401123046875,"height":14.268852233886719,"text":"資本金"},{"top":125.451485,"left":204.39038,"width":51.36669921875,"height":14.268852233886719,"text":"資本剰余金"},{"top":125.451485,"left":255.75708,"width":51.3656005859375,"height":14.268852233886719,"text":"利益剰余金"},{"top":125.451485,"left":307.12268,"width":51.366668701171875,"height":14.268852233886719,"text":"自己株式"},{"top":125.451485,"left":358.48935,"width":51.366973876953125,"height":14.268852233886719,"text":"株主資本合計"}],[{"top":139.72034,"left":67.41156,"width":85.61141967773438,"height":14.268722534179688,"text":"当期首残高"},{"top":139.72034,"left":153.02298,"width":51.367401123046875,"height":14.268722534179688,"text":"5,664"},{"top":139.72034,"left":204.39038,"width":51.36669921875,"height":14.268722534179688,"text":"749"},{"top":139.72034,"left":255.75708,"width":51.3656005859375,"height":14.268722534179688,"text":"12,017"},{"top":139.72034,"left":307.12268,"width":51.366668701171875,"height":14.268722534179688,"text":"△747"},{"top":139.72034,"left":358.48935,"width":51.366973876953125,"height":14.268722534179688,"text":"17,683"}],[{"top":153.98906,"left":67.41156,"width":85.61141967773438,"height":14.268753051757812,"text":"当期変動額"},{"top":153.98906,"left":153.02298,"width":51.367401123046875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":204.39038,"width":51.36669921875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":255.75708,"width":51.3656005859375,"height":14.268753051757812,"text":""},{"top":153.98906,"left":307.12268,"width":51.366668701171875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":358.48935,"width":51.366973876953125,"height":14.268753051757812,"text":""}],[{"top":168.25781,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"剰余金の配当"},{"top":168.25781,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":"△525"},{"top":168.25781,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△525"}],[{"top":182.52675,"left":67.41156,"width":85.61141967773438,"height":14.265869140625,"text":"当期純利益"},{"top":182.52675,"left":153.02298,"width":51.367401123046875,"height":14.265869140625,"text":""},{"top":182.52675,"left":204.39038,"width":51.36669921875,"height":14.265869140625,"text":""},{"top":182.52675,"left":255.75708,"width":51.3656005859375,"height":14.265869140625,"text":"1,269"},{"top":182.52675,"left":307.12268,"width":51.366668701171875,"height":14.265869140625,"text":""},{"top":182.52675,"left":358.48935,"width":51.366973876953125,"height":14.265869140625,"text":"1,269"}],[{"top":196.79262,"left":67.41156,"width":85.61141967773438,"height":14.268966674804688,"text":"自己株式の取得"},{"top":196.79262,"left":153.02298,"width":51.367401123046875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":204.39038,"width":51.36669921875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":255.75708,"width":51.3656005859375,"height":14.268966674804688,"text":""},{"top":196.79262,"left":307.12268,"width":51.366668701171875,"height":14.268966674804688,"text":"△0"},{"top":196.79262,"left":358.48935,"width":51.366973876953125,"height":14.268966674804688,"text":"△0"}],[{"top":211.06158,"left":67.41156,"width":85.61141967773438,"height":22.830032348632812,"text":"持分法の適用範囲\rの変動"},{"top":211.06158,"left":153.02298,"width":51.367401123046875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":204.39038,"width":51.36669921875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":255.75708,"width":51.3656005859375,"height":22.830032348632812,"text":"85"},{"top":211.06158,"left":307.12268,"width":51.366668701171875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":358.48935,"width":51.366973876953125,"height":22.830032348632812,"text":"85"}],[{"top":233.89162,"left":67.41156,"width":85.61141967773438,"height":22.829788208007812,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":233.89162,"left":153.02298,"width":51.367401123046875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":204.39038,"width":51.36669921875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":255.75708,"width":51.3656005859375,"height":22.829788208007812,"text":""},{"top":233.89162,"left":307.12268,"width":51.366668701171875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":358.48935,"width":51.366973876953125,"height":22.829788208007812,"text":""}],[{"top":256.7214,"left":67.41156,"width":85.61141967773438,"height":14.268798828125,"text":"当期変動額合計"},{"top":256.7214,"left":153.02298,"width":51.367401123046875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":204.39038,"width":51.36669921875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":255.75708,"width":51.3656005859375,"height":14.268798828125,"text":"829"},{"top":256.7214,"left":307.12268,"width":51.366668701171875,"height":14.268798828125,"text":"△0"},{"top":256.7214,"left":358.48935,"width":51.366973876953125,"height":14.268798828125,"text":"829"}],[{"top":270.9902,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期末残高"},{"top":270.9902,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":"5,664"},{"top":270.9902,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":"749"},{"top":270.9902,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":"12,846"},{"top":270.9902,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":"△747"},{"top":270.9902,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":"18,512"}]]},{"extraction_method":"spreadsheet","top":311.64725,"left":67.41156,"width":445.17803955078125,"height":191.19354248046875,"data":[[{"top":311.64725,"left":67.41156,"width":85.61141967773438,"height":45.658660888671875,"text":""},{"top":311.64725,"left":153.02298,"width":256.8333435058594,"height":14.266693115234375,"text":"その他の包括利益累計額"},{"top":311.64725,"left":409.85632,"width":51.365631103515625,"height":45.658660888671875,"text":"少数株主持分"},{"top":311.64725,"left":461.22195,"width":51.367645263671875,"height":45.658660888671875,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":325.91394,"left":153.02298,"width":51.367401123046875,"height":31.3919677734375,"text":"その他有価証券\r評価差額金"},{"top":325.91394,"left":204.39038,"width":51.36669921875,"height":31.3919677734375,"text":"繰延ヘッジ\r損益"},{"top":325.91394,"left":255.75708,"width":51.3656005859375,"height":31.3919677734375,"text":"為替換算\r調整勘定"},{"top":325.91394,"left":307.12268,"width":51.366668701171875,"height":31.3919677734375,"text":"退職給付に係る\r調整累計額"},{"top":325.91394,"left":358.48935,"width":51.366973876953125,"height":31.3919677734375,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.3059,"left":67.41156,"width":85.61141967773438,"height":14.266754150390625,"text":"当期首残高"},{"top":357.3059,"left":153.02298,"width":51.367401123046875,"height":14.266754150390625,"text":"△669"},{"top":357.3059,"left":204.39038,"width":51.36669921875,"height":14.266754150390625,"text":"61"},{"top":357.3059,"left":255.75708,"width":51.3656005859375,"height":14.266754150390625,"text":"△109"},{"top":357.3059,"left":307.12268,"width":51.366668701171875,"height":14.266754150390625,"text":"―"},{"top":357.3059,"left":358.48935,"width":51.366973876953125,"height":14.266754150390625,"text":"△717"},{"top":357.3059,"left":409.85632,"width":51.365631103515625,"height":14.266754150390625,"text":"246"},{"top":357.3059,"left":461.22195,"width":51.367645263671875,"height":14.266754150390625,"text":"17,212"}],[{"top":371.57266,"left":67.41156,"width":85.61141967773438,"height":14.269073486328125,"text":"当期変動額"},{"top":371.57266,"left":153.02298,"width":51.367401123046875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":204.39038,"width":51.36669921875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":255.75708,"width":51.3656005859375,"height":14.269073486328125,"text":""},{"top":371.57266,"left":307.12268,"width":51.366668701171875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":358.48935,"width":51.366973876953125,"height":14.269073486328125,"text":""},{"top":371.57266,"left":409.85632,"width":51.365631103515625,"height":14.269073486328125,"text":""},{"top":371.57266,"left":461.22195,"width":51.367645263671875,"height":14.269073486328125,"text":""}],[{"top":385.84174,"left":67.41156,"width":85.61141967773438,"height":14.268402099609375,"text":"剰余金の配当"},{"top":385.84174,"left":153.02298,"width":51.367401123046875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":204.39038,"width":51.36669921875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":255.75708,"width":51.3656005859375,"height":14.268402099609375,"text":""},{"top":385.84174,"left":307.12268,"width":51.366668701171875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":358.48935,"width":51.366973876953125,"height":14.268402099609375,"text":""},{"top":385.84174,"left":409.85632,"width":51.365631103515625,"height":14.268402099609375,"text":""},{"top":385.84174,"left":461.22195,"width":51.367645263671875,"height":14.268402099609375,"text":"△525"}],[{"top":400.11014,"left":67.41156,"width":85.61141967773438,"height":14.26885986328125,"text":"当期純利益"},{"top":400.11014,"left":153.02298,"width":51.367401123046875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":204.39038,"width":51.36669921875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":255.75708,"width":51.3656005859375,"height":14.26885986328125,"text":""},{"top":400.11014,"left":307.12268,"width":51.366668701171875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":358.48935,"width":51.366973876953125,"height":14.26885986328125,"text":""},{"top":400.11014,"left":409.85632,"width":51.365631103515625,"height":14.26885986328125,"text":""},{"top":400.11014,"left":461.22195,"width":51.367645263671875,"height":14.26885986328125,"text":"1,269"}],[{"top":414.379,"left":67.41156,"width":85.61141967773438,"height":14.269195556640625,"text":"自己株式の取得"},{"top":414.379,"left":153.02298,"width":51.367401123046875,"height":14.269195556640625,"text":""},{"top":414.379,"left":204.39038,"width":51.36669921875,"height":14.269195556640625,"text":""},{"top":414.379,"left":255.75708,"width":51.3656005859375,"height":14.269195556640625,"text":""},{"top":414.379,"left":307.12268,"width":51.366668701171875,"height":14.269195556640625,"text":""},{"top":414.379,"left":358.48935,"width":51.366973876953125,"height":14.269195556640625,"text":""},{"top":414.379,"left":409.85632,"width":51.365631103515625,"height":14.269195556640625,"text":""},{"top":414.379,"left":461.22195,"width":51.367645263671875,"height":14.269195556640625,"text":"△0"}],[{"top":428.6482,"left":67.41156,"width":85.61141967773438,"height":22.829620361328125,"text":"持分法の適用範囲\rの変動"},{"top":428.6482,"left":153.02298,"width":51.367401123046875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":204.39038,"width":51.36669921875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":255.75708,"width":51.3656005859375,"height":22.829620361328125,"text":""},{"top":428.6482,"left":307.12268,"width":51.366668701171875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":358.48935,"width":51.366973876953125,"height":22.829620361328125,"text":""},{"top":428.6482,"left":409.85632,"width":51.365631103515625,"height":22.829620361328125,"text":""},{"top":428.6482,"left":461.22195,"width":51.367645263671875,"height":22.829620361328125,"text":"85"}],[{"top":451.4778,"left":67.41156,"width":85.61141967773438,"height":22.82977294921875,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":451.4778,"left":153.02298,"width":51.367401123046875,"height":22.82977294921875,"text":"556"},{"top":451.4778,"left":204.39038,"width":51.36669921875,"height":22.82977294921875,"text":"80"},{"top":451.4778,"left":255.75708,"width":51.3656005859375,"height":22.82977294921875,"text":"5"},{"top":451.4778,"left":307.12268,"width":51.366668701171875,"height":22.82977294921875,"text":"―"},{"top":451.4778,"left":358.48935,"width":51.366973876953125,"height":22.82977294921875,"text":"642"},{"top":451.4778,"left":409.85632,"width":51.365631103515625,"height":22.82977294921875,"text":"△0"},{"top":451.4778,"left":461.22195,"width":51.367645263671875,"height":22.82977294921875,"text":"642"}],[{"top":474.3076,"left":67.41156,"width":85.61141967773438,"height":14.268341064453125,"text":"当期変動額合計"},{"top":474.3076,"left":153.02298,"width":51.367401123046875,"height":14.268341064453125,"text":"556"},{"top":474.3076,"left":204.39038,"width":51.36669921875,"height":14.268341064453125,"text":"80"},{"top":474.3076,"left":255.75708,"width":51.3656005859375,"height":14.268341064453125,"text":"5"},{"top":474.3076,"left":307.12268,"width":51.366668701171875,"height":14.268341064453125,"text":"―"},{"top":474.3076,"left":358.48935,"width":51.366973876953125,"height":14.268341064453125,"text":"642"},{"top":474.3076,"left":409.85632,"width":51.365631103515625,"height":14.268341064453125,"text":"△0"},{"top":474.3076,"left":461.22195,"width":51.367645263671875,"height":14.268341064453125,"text":"1,471"}],[{"top":488.57593,"left":67.41156,"width":85.61141967773438,"height":14.264862060546875,"text":"当期末残高"},{"top":488.57593,"left":153.02298,"width":51.367401123046875,"height":14.264862060546875,"text":"△113"},{"top":488.57593,"left":204.39038,"width":51.36669921875,"height":14.264862060546875,"text":"142"},{"top":488.57593,"left":255.75708,"width":51.3656005859375,"height":14.264862060546875,"text":"△104"},{"top":488.57593,"left":307.12268,"width":51.366668701171875,"height":14.264862060546875,"text":"―"},{"top":488.57593,"left":358.48935,"width":51.366973876953125,"height":14.264862060546875,"text":"△75"},{"top":488.57593,"left":409.85632,"width":51.365631103515625,"height":14.264862060546875,"text":"245"},{"top":488.57593,"left":461.22195,"width":51.367645263671875,"height":14.264862060546875,"text":"18,683"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":111.18451,"left":67.41156,"width":342.44476318359375,"height":174.07479858398438,"data":[[{"top":111.18451,"left":67.41156,"width":85.61141967773438,"height":28.53582763671875,"text":""},{"top":111.18451,"left":153.02298,"width":256.8333435058594,"height":14.266975402832031,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":125.451485,"left":153.02298,"width":51.367401123046875,"height":14.268852233886719,"text":"資本金"},{"top":125.451485,"left":204.39038,"width":51.36669921875,"height":14.268852233886719,"text":"資本剰余金"},{"top":125.451485,"left":255.75708,"width":51.3656005859375,"height":14.268852233886719,"text":"利益剰余金"},{"top":125.451485,"left":307.12268,"width":51.366668701171875,"height":14.268852233886719,"text":"自己株式"},{"top":125.451485,"left":358.48935,"width":51.366973876953125,"height":14.268852233886719,"text":"株主資本合計"}],[{"top":139.72034,"left":67.41156,"width":85.61141967773438,"height":14.268722534179688,"text":"当期首残高"},{"top":139.72034,"left":153.02298,"width":51.367401123046875,"height":14.268722534179688,"text":"5,664"},{"top":139.72034,"left":204.39038,"width":51.36669921875,"height":14.268722534179688,"text":"749"},{"top":139.72034,"left":255.75708,"width":51.3656005859375,"height":14.268722534179688,"text":"12,017"},{"top":139.72034,"left":307.12268,"width":51.366668701171875,"height":14.268722534179688,"text":"△747"},{"top":139.72034,"left":358.48935,"width":51.366973876953125,"height":14.268722534179688,"text":"17,683"}],[{"top":153.98906,"left":67.41156,"width":85.61141967773438,"height":14.268753051757812,"text":"当期変動額"},{"top":153.98906,"left":153.02298,"width":51.367401123046875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":204.39038,"width":51.36669921875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":255.75708,"width":51.3656005859375,"height":14.268753051757812,"text":""},{"top":153.98906,"left":307.12268,"width":51.366668701171875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":358.48935,"width":51.366973876953125,"height":14.268753051757812,"text":""}],[{"top":168.25781,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"剰余金の配当"},{"top":168.25781,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":"△525"},{"top":168.25781,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△525"}],[{"top":182.52675,"left":67.41156,"width":85.61141967773438,"height":14.265869140625,"text":"当期純利益"},{"top":182.52675,"left":153.02298,"width":51.367401123046875,"height":14.265869140625,"text":""},{"top":182.52675,"left":204.39038,"width":51.36669921875,"height":14.265869140625,"text":""},{"top":182.52675,"left":255.75708,"width":51.3656005859375,"height":14.265869140625,"text":"1,269"},{"top":182.52675,"left":307.12268,"width":51.366668701171875,"height":14.265869140625,"text":""},{"top":182.52675,"left":358.48935,"width":51.366973876953125,"height":14.265869140625,"text":"1,269"}],[{"top":196.79262,"left":67.41156,"width":85.61141967773438,"height":14.268966674804688,"text":"自己株式の取得"},{"top":196.79262,"left":153.02298,"width":51.367401123046875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":204.39038,"width":51.36669921875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":255.75708,"width":51.3656005859375,"height":14.268966674804688,"text":""},{"top":196.79262,"left":307.12268,"width":51.366668701171875,"height":14.268966674804688,"text":"△0"},{"top":196.79262,"left":358.48935,"width":51.366973876953125,"height":14.268966674804688,"text":"△0"}],[{"top":211.06158,"left":67.41156,"width":85.61141967773438,"height":22.830032348632812,"text":"持分法の適用範囲\rの変動"},{"top":211.06158,"left":153.02298,"width":51.367401123046875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":204.39038,"width":51.36669921875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":255.75708,"width":51.3656005859375,"height":22.830032348632812,"text":"85"},{"top":211.06158,"left":307.12268,"width":51.366668701171875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":358.48935,"width":51.366973876953125,"height":22.830032348632812,"text":"85"}],[{"top":233.89162,"left":67.41156,"width":85.61141967773438,"height":22.829788208007812,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":233.89162,"left":153.02298,"width":51.367401123046875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":204.39038,"width":51.36669921875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":255.75708,"width":51.3656005859375,"height":22.829788208007812,"text":""},{"top":233.89162,"left":307.12268,"width":51.366668701171875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":358.48935,"width":51.366973876953125,"height":22.829788208007812,"text":""}],[{"top":256.7214,"left":67.41156,"width":85.61141967773438,"height":14.268798828125,"text":"当期変動額合計"},{"top":256.7214,"left":153.02298,"width":51.367401123046875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":204.39038,"width":51.36669921875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":255.75708,"width":51.3656005859375,"height":14.268798828125,"text":"829"},{"top":256.7214,"left":307.12268,"width":51.366668701171875,"height":14.268798828125,"text":"△0"},{"top":256.7214,"left":358.48935,"width":51.366973876953125,"height":14.268798828125,"text":"829"}],[{"top":270.9902,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期末残高"},{"top":270.9902,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":"5,664"},{"top":270.9902,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":"749"},{"top":270.9902,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":"12,846"},{"top":270.9902,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":"△747"},{"top":270.9902,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":"18,512"}]]},{"extraction_method":"lattice","top":311.64725,"left":67.41156,"width":445.17803955078125,"height":191.19354248046875,"data":[[{"top":311.64725,"left":67.41156,"width":85.61141967773438,"height":45.658660888671875,"text":""},{"top":311.64725,"left":153.02298,"width":256.8333435058594,"height":14.266693115234375,"text":"その他の包括利益累計額"},{"top":311.64725,"left":409.85632,"width":51.365631103515625,"height":45.658660888671875,"text":"少数株主持分"},{"top":311.64725,"left":461.22195,"width":51.367645263671875,"height":45.658660888671875,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":325.91394,"left":153.02298,"width":51.367401123046875,"height":31.3919677734375,"text":"その他有価証券\r評価差額金"},{"top":325.91394,"left":204.39038,"width":51.36669921875,"height":31.3919677734375,"text":"繰延ヘッジ\r損益"},{"top":325.91394,"left":255.75708,"width":51.3656005859375,"height":31.3919677734375,"text":"為替換算\r調整勘定"},{"top":325.91394,"left":307.12268,"width":51.366668701171875,"height":31.3919677734375,"text":"退職給付に係る\r調整累計額"},{"top":325.91394,"left":358.48935,"width":51.366973876953125,"height":31.3919677734375,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.3059,"left":67.41156,"width":85.61141967773438,"height":14.266754150390625,"text":"当期首残高"},{"top":357.3059,"left":153.02298,"width":51.367401123046875,"height":14.266754150390625,"text":"△669"},{"top":357.3059,"left":204.39038,"width":51.36669921875,"height":14.266754150390625,"text":"61"},{"top":357.3059,"left":255.75708,"width":51.3656005859375,"height":14.266754150390625,"text":"△109"},{"top":357.3059,"left":307.12268,"width":51.366668701171875,"height":14.266754150390625,"text":"―"},{"top":357.3059,"left":358.48935,"width":51.366973876953125,"height":14.266754150390625,"text":"△717"},{"top":357.3059,"left":409.85632,"width":51.365631103515625,"height":14.266754150390625,"text":"246"},{"top":357.3059,"left":461.22195,"width":51.367645263671875,"height":14.266754150390625,"text":"17,212"}],[{"top":371.57266,"left":67.41156,"width":85.61141967773438,"height":14.269073486328125,"text":"当期変動額"},{"top":371.57266,"left":153.02298,"width":51.367401123046875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":204.39038,"width":51.36669921875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":255.75708,"width":51.3656005859375,"height":14.269073486328125,"text":""},{"top":371.57266,"left":307.12268,"width":51.366668701171875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":358.48935,"width":51.366973876953125,"height":14.269073486328125,"text":""},{"top":371.57266,"left":409.85632,"width":51.365631103515625,"height":14.269073486328125,"text":""},{"top":371.57266,"left":461.22195,"width":51.367645263671875,"height":14.269073486328125,"text":""}],[{"top":385.84174,"left":67.41156,"width":85.61141967773438,"height":14.268402099609375,"text":"剰余金の配当"},{"top":385.84174,"left":153.02298,"width":51.367401123046875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":204.39038,"width":51.36669921875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":255.75708,"width":51.3656005859375,"height":14.268402099609375,"text":""},{"top":385.84174,"left":307.12268,"width":51.366668701171875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":358.48935,"width":51.366973876953125,"height":14.268402099609375,"text":""},{"top":385.84174,"left":409.85632,"width":51.365631103515625,"height":14.268402099609375,"text":""},{"top":385.84174,"left":461.22195,"width":51.367645263671875,"height":14.268402099609375,"text":"△525"}],[{"top":400.11014,"left":67.41156,"width":85.61141967773438,"height":14.26885986328125,"text":"当期純利益"},{"top":400.11014,"left":153.02298,"width":51.367401123046875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":204.39038,"width":51.36669921875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":255.75708,"width":51.3656005859375,"height":14.26885986328125,"text":""},{"top":400.11014,"left":307.12268,"width":51.366668701171875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":358.48935,"width":51.366973876953125,"height":14.26885986328125,"text":""},{"top":400.11014,"left":409.85632,"width":51.365631103515625,"height":14.26885986328125,"text":""},{"top":400.11014,"left":461.22195,"width":51.367645263671875,"height":14.26885986328125,"text":"1,269"}],[{"top":414.379,"left":67.41156,"width":85.61141967773438,"height":14.269195556640625,"text":"自己株式の取得"},{"top":414.379,"left":153.02298,"width":51.367401123046875,"height":14.269195556640625,"text":""},{"top":414.379,"left":204.39038,"width":51.36669921875,"height":14.269195556640625,"text":""},{"top":414.379,"left":255.75708,"width":51.3656005859375,"height":14.269195556640625,"text":""},{"top":414.379,"left":307.12268,"width":51.366668701171875,"height":14.269195556640625,"text":""},{"top":414.379,"left":358.48935,"width":51.366973876953125,"height":14.269195556640625,"text":""},{"top":414.379,"left":409.85632,"width":51.365631103515625,"height":14.269195556640625,"text":""},{"top":414.379,"left":461.22195,"width":51.367645263671875,"height":14.269195556640625,"text":"△0"}],[{"top":428.6482,"left":67.41156,"width":85.61141967773438,"height":22.829620361328125,"text":"持分法の適用範囲\rの変動"},{"top":428.6482,"left":153.02298,"width":51.367401123046875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":204.39038,"width":51.36669921875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":255.75708,"width":51.3656005859375,"height":22.829620361328125,"text":""},{"top":428.6482,"left":307.12268,"width":51.366668701171875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":358.48935,"width":51.366973876953125,"height":22.829620361328125,"text":""},{"top":428.6482,"left":409.85632,"width":51.365631103515625,"height":22.829620361328125,"text":""},{"top":428.6482,"left":461.22195,"width":51.367645263671875,"height":22.829620361328125,"text":"85"}],[{"top":451.4778,"left":67.41156,"width":85.61141967773438,"height":22.82977294921875,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":451.4778,"left":153.02298,"width":51.367401123046875,"height":22.82977294921875,"text":"556"},{"top":451.4778,"left":204.39038,"width":51.36669921875,"height":22.82977294921875,"text":"80"},{"top":451.4778,"left":255.75708,"width":51.3656005859375,"height":22.82977294921875,"text":"5"},{"top":451.4778,"left":307.12268,"width":51.366668701171875,"height":22.82977294921875,"text":"―"},{"top":451.4778,"left":358.48935,"width":51.366973876953125,"height":22.82977294921875,"text":"642"},{"top":451.4778,"left":409.85632,"width":51.365631103515625,"height":22.82977294921875,"text":"△0"},{"top":451.4778,"left":461.22195,"width":51.367645263671875,"height":22.82977294921875,"text":"642"}],[{"top":474.3076,"left":67.41156,"width":85.61141967773438,"height":14.268341064453125,"text":"当期変動額合計"},{"top":474.3076,"left":153.02298,"width":51.367401123046875,"height":14.268341064453125,"text":"556"},{"top":474.3076,"left":204.39038,"width":51.36669921875,"height":14.268341064453125,"text":"80"},{"top":474.3076,"left":255.75708,"width":51.3656005859375,"height":14.268341064453125,"text":"5"},{"top":474.3076,"left":307.12268,"width":51.366668701171875,"height":14.268341064453125,"text":"―"},{"top":474.3076,"left":358.48935,"width":51.366973876953125,"height":14.268341064453125,"text":"642"},{"top":474.3076,"left":409.85632,"width":51.365631103515625,"height":14.268341064453125,"text":"△0"},{"top":474.3076,"left":461.22195,"width":51.367645263671875,"height":14.268341064453125,"text":"1,471"}],[{"top":488.57593,"left":67.41156,"width":85.61141967773438,"height":14.264862060546875,"text":"当期末残高"},{"top":488.57593,"left":153.02298,"width":51.367401123046875,"height":14.264862060546875,"text":"△113"},{"top":488.57593,"left":204.39038,"width":51.36669921875,"height":14.264862060546875,"text":"142"},{"top":488.57593,"left":255.75708,"width":51.3656005859375,"height":14.264862060546875,"text":"△104"},{"top":488.57593,"left":307.12268,"width":51.366668701171875,"height":14.264862060546875,"text":"―"},{"top":488.57593,"left":358.48935,"width":51.366973876953125,"height":14.264862060546875,"text":"△75"},{"top":488.57593,"left":409.85632,"width":51.365631103515625,"height":14.264862060546875,"text":"245"},{"top":488.57593,"left":461.22195,"width":51.367645263671875,"height":14.264862060546875,"text":"18,683"}]]}]

From a361735410b446b1a3c9cd49b3f8b3b0c0180f2e Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Fri, 30 Dec 2016 15:17:19 -0500
Subject: [PATCH 125/364] Revert "ignore area restrictions on blank page.
 closes #130"

This reverts commit dfd5f2f2ebd27adf8afc73173d4aefb9c92e6451.
---
 src/main/java/technology/tabula/Page.java | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 9e810d34..ab57d938 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -53,7 +53,6 @@ public Page(float top, float left, float width, float height, int rotation, int
     
     public Page getArea(Rectangle area) {
         List<TextElement> t = getText(area);
-        if (t.isEmpty()) return this;
         Page rv = new Page(
                 (float) area.getTop(),
                 (float) area.getLeft(),

From a3eb7a01c65c026edbe41178ac538d9320484333 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Fri, 30 Dec 2016 16:17:41 -0500
Subject: [PATCH 126/364] fix and test for empty areas; which should have no
 text content

---
 src/main/java/technology/tabula/Page.java     | 48 ++++++++++---------
 .../technology/tabula/TestBasicExtractor.java | 14 ++++++
 2 files changed, 40 insertions(+), 22 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index ab57d938..7128d993 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -53,6 +53,21 @@ public Page(float top, float left, float width, float height, int rotation, int
     
     public Page getArea(Rectangle area) {
         List<TextElement> t = getText(area);
+        float min_char_width  = 7;
+        float min_char_height = 7;
+
+        if(t.size() > 0){
+            min_char_width = Collections.min(t, new Comparator<TextElement>() {
+                                    @Override
+                                    public int compare(TextElement te1, TextElement te2) {
+                                        return java.lang.Float.compare(te1.width, te2.width);
+                                 }}).width;
+            min_char_height = Collections.min(t, new Comparator<TextElement>() {
+                                        @Override
+                                        public int compare(TextElement te1, TextElement te2) {
+                                            return java.lang.Float.compare(te1.height, te2.height);
+                                  }}).height;
+        }
         Page rv = new Page(
                 (float) area.getTop(),
                 (float) area.getLeft(),
@@ -63,41 +78,30 @@ public Page getArea(Rectangle area) {
                 pdPage,
                 t,
                 Ruling.cropRulingsToArea(getRulings(), area),
-
-                Collections.min(t, new Comparator<TextElement>() {
-                    @Override
-                    public int compare(TextElement te1, TextElement te2) {
-                        return java.lang.Float.compare(te1.width, te2.width);
-                    }}).width,
-                
-                Collections.min(t, new Comparator<TextElement>() {
-                        @Override
-                        public int compare(TextElement te1, TextElement te2) {
-                            return java.lang.Float.compare(te1.height, te2.height);
-                }}).height,
-                
+                min_char_width,
+                min_char_height,                
                 spatial_index);
         
         rv.addRuling(new Ruling(
                 new Point2D.Double(rv.getLeft(), 
-                		rv.getTop()), 
+                    rv.getTop()), 
                 new Point2D.Double(rv.getRight(), 
-                		rv.getTop())));
+                    rv.getTop())));
         rv.addRuling(new Ruling(
                 new Point2D.Double(rv.getRight(), 
-                		rv.getTop()), 
+                    rv.getTop()), 
                 new Point2D.Double(rv.getRight(), 
-                		rv.getBottom())));
+                    rv.getBottom())));
         rv.addRuling(new Ruling(
                 new Point2D.Double(rv.getRight(), 
-                		rv.getBottom()), 
+                    rv.getBottom()), 
                 new Point2D.Double(rv.getLeft(), 
-                		rv.getBottom())));
+                    rv.getBottom())));
         rv.addRuling(new Ruling(
                 new Point2D.Double(rv.getLeft(), 
-                		rv.getBottom()), 
+                    rv.getBottom()), 
                 new Point2D.Double(rv.getLeft(), 
-                		rv.getTop())));
+                    rv.getTop())));
  
         return rv;
     }
@@ -221,7 +225,7 @@ public float getMinCharHeight() {
     }
 
     public PDPage getPDPage() {
-    	return pdPage;
+      return pdPage;
     }
 
     public RectangleSpatialIndex<TextElement> getSpatialIndex() {
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index ba4ee047..4c300fad 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -157,6 +157,10 @@ public class TestBasicExtractor {
         {"AARON, MICHAEL, R","","","BROOKLYN, NY","MEALS","$65.92"}
         };
 
+    private static final String[][] EXPECTED_EMPTY_TABLE = {
+        {""}
+    };
+
 
     @Test
     public void testRemoveSequentialSpaces() throws IOException {
@@ -357,4 +361,14 @@ public void testRealLifeRTL2() throws IOException {
         assertEquals(expectedCsv, sb.toString());
     }
 
+
+    @Test
+    public void testEmptyRegion() throws IOException {
+        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/indictb1h_14.pdf", 1,
+                        0.0f, 0.0f, 80.82f, 100.9f); // an empty area
+        BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
+        Table table = bea.extract(page).get(0);
+        assertArrayEquals(EXPECTED_EMPTY_TABLE, UtilsForTesting.tableToArrayOfRows(table));
+    }
+
 }

From ec26774414bdbf5d746ff45eb1803ab94ae126cf Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Fri, 30 Dec 2016 16:22:11 -0500
Subject: [PATCH 127/364] more consistent naming of avariable :)

---
 src/test/java/technology/tabula/TestRectangle.java | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/test/java/technology/tabula/TestRectangle.java b/src/test/java/technology/tabula/TestRectangle.java
index e9dadd42..c763fcbc 100644
--- a/src/test/java/technology/tabula/TestRectangle.java
+++ b/src/test/java/technology/tabula/TestRectangle.java
@@ -79,17 +79,17 @@ public void testQuickSortRectangleList() {
 		Rectangle third = new Rectangle(172.92999267578125f, 96.36000061035156f, 4.0f, 4.309999942779541f); //A
 		Rectangle fourth = new Rectangle(175.72000122070312f, 100.31999969482422f, 1.6699999570846558f, 1.5199999809265137f); //,
 		Rectangle fifth = new Rectangle(172.92999267578125f, 103.68000030517578f, 4.329999923706055f, 4.309999942779541f); //N
-		Rectangle six = new Rectangle(169.2100067138672f, 161.16000366210938f, 4.329999923706055f, 4.309999942779541f); //R
+		Rectangle sixth = new Rectangle(169.2100067138672f, 161.16000366210938f, 4.329999923706055f, 4.309999942779541f); //R
 		
 		List<Rectangle> expectedList = new ArrayList<Rectangle>();
 		expectedList.add(first);
-		expectedList.add(six);
+		expectedList.add(sixth);
 		expectedList.add(second);
 		expectedList.add(third);
 		expectedList.add(fourth);
 		expectedList.add(fifth);
 		List<Rectangle> toSortList = new ArrayList<Rectangle>();
-		toSortList.add(six);
+		toSortList.add(sixth);
 		toSortList.add(second);
 		toSortList.add(third);
 		toSortList.add(fifth);

From b301ac99db64a4a352b5ca10cb156ddab6d17e41 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremy.merrill@nytimes.com>
Date: Tue, 3 Jan 2017 15:42:54 -0500
Subject: [PATCH 128/364] various additional null/empty checks to avoid
 exceptions when the user selects empty pages or regions

---
 .../extractors/SpreadsheetExtractionAlgorithm.java     |  6 ++++++
 .../java/technology/tabula/json/TableSerializer.java   | 10 +++++++---
 2 files changed, 13 insertions(+), 3 deletions(-)

diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 532f95fe..78b039a9 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -146,6 +146,12 @@ else if (r.vertical()) {
     
     public boolean isTabular(Page page) {
         
+        // if there's no text at all on the page, it's not a table 
+        // (we won't be able to do anything with it though)
+        if(page.getText().isEmpty()){
+            return false; 
+        }
+
         // get minimal region of page that contains every character (in effect,
         // removes white "margins")
         Page minimalRegion = page.getArea(Utils.bounds(page.getText()));
diff --git a/src/main/java/technology/tabula/json/TableSerializer.java b/src/main/java/technology/tabula/json/TableSerializer.java
index 9e0538f2..970c7310 100644
--- a/src/main/java/technology/tabula/json/TableSerializer.java
+++ b/src/main/java/technology/tabula/json/TableSerializer.java
@@ -17,9 +17,13 @@ public class TableSerializer implements JsonSerializer<Table> {
     @Override
     public JsonElement serialize(Table table, Type type,
             JsonSerializationContext context) {
-        
+
         JsonObject object = new JsonObject();
-        object.addProperty("extraction_method", table.getExtractionAlgorithm().toString());
+        if( table.getExtractionAlgorithm() == null){
+            object.addProperty("extraction_method", "");
+        }else{
+            object.addProperty("extraction_method", (table.getExtractionAlgorithm()).toString());
+        }
         object.addProperty("top", table.getTop());
         object.addProperty("left", table.getLeft());
         object.addProperty("width", table.getWidth());
@@ -37,4 +41,4 @@ public JsonElement serialize(Table table, Type type,
         
         return object;
     }
-}
\ No newline at end of file
+}

From 7bd4cf1ad685a8947e6792794bf424d2e813efe5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 6 Jan 2017 19:55:40 -0300
Subject: [PATCH 129/364] Update acknowledgments

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 656f01c9..75f744cb 100644
--- a/README.md
+++ b/README.md
@@ -101,3 +101,4 @@ Special thanks to the following users and organizations for generously supportin
 <a href="https://opencollective.com/tabulapdf/backer/5/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/5/avatar"></a>
 
 <a title="The John S. and James L. Knight Foundation" href="http://www.knightfoundation.org/" target="_blank"><img alt="The John S. and James L. Knight Foundation" src="http://www.knightfoundation.org/media/uploads/media_images/knight-logo-300.jpg"></a>
+<a title="The Shuttleworth Foundation" href="https://shuttleworthfoundation.org/" target="_blank"><img width="200" alt="The Shuttleworth Foundation" src="https://raw.githubusercontent.com/tabulapdf/tabula/gh-pages/shuttleworth.jpg"></a>

From 5130b30a0e6f6ca50336918120017a93b4336507 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Tue, 24 Jan 2017 21:47:46 -0500
Subject: [PATCH 130/364] tabula 0.9.2

---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 5f326492..92d419e1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.1</version>
+    <version>0.9.2</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,7 +36,7 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-        <tag>tabula-0.9.1</tag>
+        <tag>tabula-0.9.2</tag>
     </scm>
 
     <repositories>

From 37cc158fa6e321d21a70614dd38316655ecb3ff1 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Wed, 25 Jan 2017 17:13:25 -0500
Subject: [PATCH 131/364] update version

---
 README.md                                           | 2 +-
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 75f744cb..e4d20245 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-0.9.1-jar-with-dependencies.jar --help
+$ java -jar ./target/tabula-0.9.2-jar-with-dependencies.jar --help
 
 usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
        [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 76f42bdb..a9e381fa 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -32,7 +32,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "0.9.1";
+    private static String VERSION = "0.9.2";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2016 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 

From 790182256b886241e1aa37a991ce43239a065244 Mon Sep 17 00:00:00 2001
From: "Christoph \"criztovyl\" Schulz" <ch.schulz@joinout.de>
Date: Tue, 14 Feb 2017 19:21:24 +0100
Subject: [PATCH 132/364] -t/--stream, -l/--lattice in #whichExtractionMethod

---
 src/main/java/technology/tabula/CommandLineApp.java | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index a9e381fa..46bfe11d 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -224,11 +224,11 @@ private static List<Integer> whichPages(CommandLine line) throws ParseException
     }
 
     private static ExtractionMethod whichExtractionMethod(CommandLine line) {
-        if (line.hasOption('r')) {
+        if (line.hasOption('r') || line.hasOption('l')) { // -r/--spreadsheet [deprecated; use -l] or -l/--lattice
             return ExtractionMethod.SPREADSHEET;
         }
-
-        if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g')) {
+        // -n/--no-spreadsheet [deprecated; use -t] or  -c/--columns or -g/--guess or -t/--stream
+        if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g') || line.hasOption('t')) {
             return ExtractionMethod.BASIC;
         }
         return ExtractionMethod.DECIDE;

From d7a038255d8c2512df0ede058bfceef720dff6a2 Mon Sep 17 00:00:00 2001
From: "Christoph \"criztovyl\" Schulz" <ch.schulz@joinout.de>
Date: Tue, 14 Feb 2017 19:28:15 +0100
Subject: [PATCH 133/364] Comment on line above

---
 src/main/java/technology/tabula/CommandLineApp.java | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 46bfe11d..0b0d2b83 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -224,9 +224,11 @@ private static List<Integer> whichPages(CommandLine line) throws ParseException
     }
 
     private static ExtractionMethod whichExtractionMethod(CommandLine line) {
-        if (line.hasOption('r') || line.hasOption('l')) { // -r/--spreadsheet [deprecated; use -l] or -l/--lattice
+        // -r/--spreadsheet [deprecated; use -l] or -l/--lattice
+        if (line.hasOption('r') || line.hasOption('l')) {
             return ExtractionMethod.SPREADSHEET;
         }
+
         // -n/--no-spreadsheet [deprecated; use -t] or  -c/--columns or -g/--guess or -t/--stream
         if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g') || line.hasOption('t')) {
             return ExtractionMethod.BASIC;

From f4c094e69b960ce63be6f0b7bca60c92ebcb6665 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 27 Mar 2017 10:21:59 -0400
Subject: [PATCH 134/364] [Monster PR] Upgrade to PDFBox 2.0 (#150)

* Starting with upgrade to PDFBox 2.0 (#52)

* 2.0

* little progress in upgrading to pdfbox 2

* upgrade to pdfbox 2 starting to show signs of life

* Fix TextElement creation

* fix tabs

* Use the code from LegacyPDFStreamEngine to create the TextElements

* Fix removeText function using the example:

org.apache.pdfbox.examples.util.RemoveAllText

* close the document

* close removed text document

* fix array serialization

* add spanning cells test with CSV format

* - Remove capheight calculation
- Temporally set height

* Test writer two tables checking the json result object instead of the string

Add a test writer two tables for CSV output

* Fix pageTransform when there is a rotation
Add more csv tests

* fix path iterator

* update json tests

* update json outputs

* upgrade pdfbox version

* back to the old implementation and catch the IndexOutOfBoundsException

* Remove hardcoded code

* Remove more hardcoded code

* test all the elements of the detected table

* Change the expected table top value

* Increase the threshold factor to support a greater headings

* Fix rectangle comparator.

* fix wrong expected column size, 5 instead of 6.

add more tests

* update expected table, more spaces are expected to respect the alingment.

* when the text value has length > 1, clean the spaces.

* clean code

* remove stackstrace

* add log error

* upgrade all dependencies

* code formatting

* setting pom to snapshot version
---
 pom.xml                                       |  28 +-
 .../technology/tabula/CommandLineApp.java     | 306 +++++------
 .../technology/tabula/ObjectExtractor.java    | 416 +-------------
 .../tabula/ObjectExtractorStreamEngine.java   | 520 ++++++++++++++++++
 .../java/technology/tabula/TextChunk.java     | 227 ++++----
 .../java/technology/tabula/TextElement.java   | 194 +++----
 src/main/java/technology/tabula/Utils.java    |  89 +--
 .../java/technology/tabula/debug/Debug.java   | 193 +++----
 .../detectors/NurminenDetectionAlgorithm.java | 184 ++++---
 .../technology/tabula/writers/JSONWriter.java |  36 +-
 .../technology/tabula/TestBasicExtractor.java | 328 +++++------
 .../technology/tabula/TestCommandLineApp.java | 197 +++----
 .../tabula/TestObjectExtractor.java           |  69 +--
 .../tabula/TestSpreadsheetExtractor.java      | 342 +++++++-----
 .../java/technology/tabula/TestWriters.java   |  74 ++-
 .../technology/tabula/UtilsForTesting.java    |  40 +-
 .../tabula/csv/frx_2012_disclosure.csv        |  90 +++
 .../technology/tabula/csv/indictb1h_14.csv    |  72 +--
 .../technology/tabula/csv/schools.csv         |  45 ++
 .../technology/tabula/csv/spanning_cells.csv  |  25 +
 .../technology/tabula/csv/twotables.csv       |  32 ++
 .../technology/tabula/csv/us-020.csv          |  50 ++
 .../competition-dataset-eu/eu-027-reg.xml     |   2 +-
 .../technology/tabula/json/schools.json       |   3 +-
 .../tabula/json/spanning_cells.json           |   2 +-
 .../tabula/json/spanning_cells_basic.json     |   2 +-
 .../technology/tabula/json/twotables.json     |   2 +-
 .../resources/technology/tabula/us-020.pdf    | Bin 0 -> 122078 bytes
 28 files changed, 2055 insertions(+), 1513 deletions(-)
 create mode 100644 src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
 create mode 100644 src/test/resources/technology/tabula/csv/frx_2012_disclosure.csv
 create mode 100644 src/test/resources/technology/tabula/csv/schools.csv
 create mode 100644 src/test/resources/technology/tabula/csv/spanning_cells.csv
 create mode 100644 src/test/resources/technology/tabula/csv/twotables.csv
 create mode 100644 src/test/resources/technology/tabula/csv/us-020.csv
 create mode 100644 src/test/resources/technology/tabula/us-020.pdf

diff --git a/pom.xml b/pom.xml
index 92d419e1..6517f2b0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>0.9.2</version>
+    <version>1.0.0-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,7 +36,7 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-        <tag>tabula-0.9.2</tag>
+        <tag>tabula-1.0.0-SNAPSHOT</tag>
     </scm>
 
     <repositories>
@@ -134,8 +134,8 @@
                 <artifactId>maven-compiler-plugin</artifactId>
                 <version>3.1</version>
                 <configuration>
-                    <source>1.6</source>
-                    <target>1.6</target>
+                    <source>1.7</source>
+                    <target>1.7</target>
                 </configuration>
             </plugin>
             <plugin>
@@ -222,31 +222,37 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.21</version>
+        <version>1.7.25</version>
     </dependency>
 
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.7.21</version>
+        <version>1.7.25</version>
     </dependency>
 
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>1.8.12</version>
+        <version>2.0.5</version>
+    </dependency>
+
+    <dependency>
+        <groupId>org.apache.pdfbox</groupId>
+        <artifactId>pdfbox-tools</artifactId>
+        <version>2.0.5</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.55</version>
+        <version>1.56</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.55</version>
+        <version>1.56</version>
     </dependency>
 
     <dependency>
@@ -259,7 +265,7 @@
     <dependency>
         <groupId>commons-cli</groupId>
         <artifactId>commons-cli</artifactId>
-        <version>1.3.1</version>
+        <version>1.4</version>
     </dependency>
 
     <dependency>
@@ -271,7 +277,7 @@
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.7</version>
+        <version>2.8.0</version>
     </dependency>
 </dependencies>
 
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 0b0d2b83..44fb646b 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -32,8 +32,8 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "0.9.2";
-    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2016 Manuel Aristarán", VERSION);
+    private static String VERSION = "1.0.0";
+    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2017 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 
     private Appendable defaultOutput;
@@ -51,7 +51,7 @@ public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseEx
         this.tableExtractor = CommandLineApp.createExtractor(line);
 
         if (line.hasOption('s')) {
-          this.password = line.getOptionValue('s');
+            this.password = line.getOptionValue('s');
         }
     }
 
@@ -59,7 +59,7 @@ public static void main(String[] args) {
         CommandLineParser parser = new GnuParser();
         try {
             // parse the command line arguments
-            CommandLine line = parser.parse(buildOptions(), args );
+            CommandLine line = parser.parse(buildOptions(), args);
 
             if (line.hasOption('h')) {
                 printHelp();
@@ -72,7 +72,7 @@ public static void main(String[] args) {
             }
 
             new CommandLineApp(System.out, line).extractTables(line);
-        } catch(ParseException exp) {
+        } catch (ParseException exp) {
             System.err.println("Error: " + exp.getMessage());
             System.exit(1);
         }
@@ -81,16 +81,16 @@ public static void main(String[] args) {
 
     public void extractTables(CommandLine line) throws ParseException {
         if (line.hasOption('b')) {
-          if (line.getArgs().length != 0) {
-              throw new ParseException("Filename specified with batch\nTry --help for help");
-          }
-
-          File pdfDirectory = new File(line.getOptionValue('b'));
-          if (!pdfDirectory.isDirectory()) {
-            throw new ParseException("Directory does not exist or is not a directory");
-          }
-          extractDirectoryTables(line, pdfDirectory);
-          return;
+            if (line.getArgs().length != 0) {
+                throw new ParseException("Filename specified with batch\nTry --help for help");
+            }
+
+            File pdfDirectory = new File(line.getOptionValue('b'));
+            if (!pdfDirectory.isDirectory()) {
+                throw new ParseException("Directory does not exist or is not a directory");
+            }
+            extractDirectoryTables(line, pdfDirectory);
+            return;
         }
 
         if (line.getArgs().length != 1) {
@@ -106,22 +106,22 @@ public void extractTables(CommandLine line) throws ParseException {
 
     public void extractDirectoryTables(CommandLine line, File pdfDirectory) throws ParseException {
         File[] pdfs = pdfDirectory.listFiles(new FilenameFilter() {
-          public boolean accept(File dir, String name) {
-            return name.endsWith(".pdf");
-          }
+            public boolean accept(File dir, String name) {
+                return name.endsWith(".pdf");
+            }
         });
 
         for (File pdfFile : pdfs) {
-          File outputFile = new File(getOutputFilename(pdfFile));
-          extractFileInto(pdfFile, outputFile);
+            File outputFile = new File(getOutputFilename(pdfFile));
+            extractFileInto(pdfFile, outputFile);
         }
     }
 
     public void extractFileTables(CommandLine line, File pdfFile) throws ParseException {
         Appendable outFile = this.defaultOutput;
         if (!line.hasOption('o')) {
-          extractFile(pdfFile, this.defaultOutput);
-          return;
+            extractFile(pdfFile, this.defaultOutput);
+            return;
         }
 
         File outputFile = new File(line.getOptionValue('o'));
@@ -169,23 +169,21 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
         } catch (IOException e) {
             throw new ParseException(e.getMessage());
         } finally {
-          try {
-              if (pdfDocument != null) {
-                pdfDocument.close();
-              }
-          } catch (IOException e) {
-              System.out.println("Error in closing pdf document" + e);
-          }
+            try {
+                if (pdfDocument != null) {
+                    pdfDocument.close();
+                }
+            } catch (IOException e) {
+                System.out.println("Error in closing pdf document" + e);
+            }
         }
     }
 
     private PageIterator getPageIterator(PDDocument pdfDocument) throws IOException {
-        ObjectExtractor extractor = (this.password == null) ?
-                new ObjectExtractor(pdfDocument) :
-                new ObjectExtractor(pdfDocument, this.password);
+        ObjectExtractor extractor = new ObjectExtractor(pdfDocument);
         PageIterator pageIterator = (pages == null) ?
-          extractor.extract() :
-          extractor.extract(pages);
+                extractor.extract() :
+                extractor.extract(pages);
         return pageIterator;
     }
 
@@ -208,7 +206,7 @@ private static OutputFormat whichOutputFormat(CommandLine line) throws ParseExce
 
     private static Rectangle whichArea(CommandLine line) throws ParseException {
         if (!line.hasOption('a')) {
-          return null;
+            return null;
         }
 
         List<Float> f = parseFloatList(line.getOptionValue('a'));
@@ -237,15 +235,15 @@ private static ExtractionMethod whichExtractionMethod(CommandLine line) {
     }
 
     private static TableExtractor createExtractor(CommandLine line) throws ParseException {
-      TableExtractor extractor = new TableExtractor();
-      extractor.setGuess(line.hasOption('g'));
-      extractor.setMethod(CommandLineApp.whichExtractionMethod(line));
-      extractor.setUseLineReturns(line.hasOption('u'));
-
-      if (line.hasOption('c')) {
-          extractor.setVerticalRulingPositions(parseFloatList(line.getOptionValue('c')));
-      }
-      return extractor;
+        TableExtractor extractor = new TableExtractor();
+        extractor.setGuess(line.hasOption('g'));
+        extractor.setMethod(CommandLineApp.whichExtractionMethod(line));
+        extractor.setUseLineReturns(line.hasOption('u'));
+
+        if (line.hasOption('c')) {
+            extractor.setVerticalRulingPositions(parseFloatList(line.getOptionValue('c')));
+        }
+        return extractor;
     }
 
     // utilities, etc.
@@ -284,127 +282,127 @@ public static Options buildOptions() {
         o.addOption("u", "use-line-returns", false, "Use embedded line returns in cells. (Only in spreadsheet mode.)");
         o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
         o.addOption(OptionBuilder.withLongOpt("batch")
-            .withDescription("Convert all .pdfs in the provided directory.")
-            .hasArg()
-            .withArgName("DIRECTORY")
-            .create("b"));
+                .withDescription("Convert all .pdfs in the provided directory.")
+                .hasArg()
+                .withArgName("DIRECTORY")
+                .create("b"));
         o.addOption(OptionBuilder.withLongOpt("outfile")
-                                 .withDescription("Write output to <file> instead of STDOUT. Default: -")
-                                 .hasArg()
-                                 .withArgName("OUTFILE")
-                                 .create("o"));
+                .withDescription("Write output to <file> instead of STDOUT. Default: -")
+                .hasArg()
+                .withArgName("OUTFILE")
+                .create("o"));
         o.addOption(OptionBuilder.withLongOpt("format")
-                                 .withDescription("Output format: (" + Utils.join(",", OutputFormat.formatNames()) + "). Default: CSV")
-                                 .hasArg()
-                                 .withArgName("FORMAT")
-                                 .create("f"));
+                .withDescription("Output format: (" + Utils.join(",", OutputFormat.formatNames()) + "). Default: CSV")
+                .hasArg()
+                .withArgName("FORMAT")
+                .create("f"));
         o.addOption(OptionBuilder.withLongOpt("password")
-                                 .withDescription("Password to decrypt document. Default is empty")
-                                 .hasArg()
-                                 .withArgName("PASSWORD")
-                                 .create("s"));
+                .withDescription("Password to decrypt document. Default is empty")
+                .hasArg()
+                .withArgName("PASSWORD")
+                .create("s"));
         o.addOption(OptionBuilder.withLongOpt("columns")
-                                 .withDescription("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3")
-                                 .hasArg()
-                                 .withArgName("COLUMNS")
-                                 .create("c"));
+                .withDescription("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3")
+                .hasArg()
+                .withArgName("COLUMNS")
+                .create("c"));
         o.addOption(OptionBuilder.withLongOpt("area")
-                                 .withDescription("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
-                                 .hasArg()
-                                 .withArgName("AREA")
-                                 .create("a"));
+                .withDescription("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
+                .hasArg()
+                .withArgName("AREA")
+                .create("a"));
         o.addOption(OptionBuilder.withLongOpt("pages")
-                                 .withDescription("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
-                                 .hasArg()
-                                 .withArgName("PAGES")
-                                 .create("p"));
+                .withDescription("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
+                .hasArg()
+                .withArgName("PAGES")
+                .create("p"));
 
         return o;
     }
 
     private static class TableExtractor {
-      private boolean guess = false;
-      private boolean useLineReturns = false;
-      private BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
-      private SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
-      private List<Float> verticalRulingPositions = null;
-      private ExtractionMethod method = ExtractionMethod.BASIC;
-
-      public TableExtractor() {
-      }
-
-      public void setVerticalRulingPositions(List<Float> positions) {
-        this.verticalRulingPositions = positions;
-      }
-
-      public void setGuess(boolean guess) {
-        this.guess = guess;
-      }
-
-      public void setUseLineReturns(boolean useLineReturns) {
-        this.useLineReturns = useLineReturns;
-      }
-
-      public void setMethod(ExtractionMethod method) {
-        this.method = method;
-      }
-
-      public List<Table> extractTables(Page page) {
-          ExtractionMethod effectiveMethod = this.method;
-          if (effectiveMethod == ExtractionMethod.DECIDE) {
-            effectiveMethod = spreadsheetExtractor.isTabular(page) ?
-              ExtractionMethod.SPREADSHEET :
-              ExtractionMethod.BASIC;
-          }
-          switch(effectiveMethod) {
-          case BASIC:
-              return extractTablesBasic(page);
-          case SPREADSHEET:
-              return extractTablesSpreadsheet(page);
-          default:
-            return new ArrayList<Table>();
-          }
-      }
-
-      public List<Table> extractTablesBasic(Page page) {
-        if (guess) {
-          // guess the page areas to extract using a detection algorithm
-          // currently we only have a detector that uses spreadsheets to find table areas
-          DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
-          List<Rectangle> guesses = detector.detect(page);
-          List<Table> tables = new ArrayList<Table>();
-
-          for (Rectangle guessRect : guesses) {
-              Page guess = page.getArea(guessRect);
-              tables.addAll(basicExtractor.extract(guess));
-          }
-          return tables;
+        private boolean guess = false;
+        private boolean useLineReturns = false;
+        private BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
+        private SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
+        private List<Float> verticalRulingPositions = null;
+        private ExtractionMethod method = ExtractionMethod.BASIC;
+
+        public TableExtractor() {
+        }
+
+        public void setVerticalRulingPositions(List<Float> positions) {
+            this.verticalRulingPositions = positions;
         }
 
-        if (verticalRulingPositions != null) {
-          return basicExtractor.extract(page, verticalRulingPositions);
+        public void setGuess(boolean guess) {
+            this.guess = guess;
         }
-        return basicExtractor.extract(page);
-      }
 
-      public List<Table> extractTablesSpreadsheet(Page page) {
-          // TODO add useLineReturns
-          return (List<Table>)spreadsheetExtractor.extract(page);
-      }
+        public void setUseLineReturns(boolean useLineReturns) {
+            this.useLineReturns = useLineReturns;
+        }
+
+        public void setMethod(ExtractionMethod method) {
+            this.method = method;
+        }
+
+        public List<Table> extractTables(Page page) {
+            ExtractionMethod effectiveMethod = this.method;
+            if (effectiveMethod == ExtractionMethod.DECIDE) {
+                effectiveMethod = spreadsheetExtractor.isTabular(page) ?
+                        ExtractionMethod.SPREADSHEET :
+                        ExtractionMethod.BASIC;
+            }
+            switch (effectiveMethod) {
+                case BASIC:
+                    return extractTablesBasic(page);
+                case SPREADSHEET:
+                    return extractTablesSpreadsheet(page);
+                default:
+                    return new ArrayList<Table>();
+            }
+        }
+
+        public List<Table> extractTablesBasic(Page page) {
+            if (guess) {
+                // guess the page areas to extract using a detection algorithm
+                // currently we only have a detector that uses spreadsheets to find table areas
+                DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
+                List<Rectangle> guesses = detector.detect(page);
+                List<Table> tables = new ArrayList<Table>();
+
+                for (Rectangle guessRect : guesses) {
+                    Page guess = page.getArea(guessRect);
+                    tables.addAll(basicExtractor.extract(guess));
+                }
+                return tables;
+            }
+
+            if (verticalRulingPositions != null) {
+                return basicExtractor.extract(page, verticalRulingPositions);
+            }
+            return basicExtractor.extract(page);
+        }
+
+        public List<Table> extractTablesSpreadsheet(Page page) {
+            // TODO add useLineReturns
+            return (List<Table>) spreadsheetExtractor.extract(page);
+        }
     }
 
     private void writeTables(List<Table> tables, Appendable out) throws IOException {
         Writer writer = null;
         switch (outputFormat) {
-        case CSV:
-            writer = new CSVWriter();
-            break;
-        case JSON:
-            writer = new JSONWriter();
-            break;
-        case TSV:
-            writer = new TSVWriter();
-            break;
+            case CSV:
+                writer = new CSVWriter();
+                break;
+            case JSON:
+                writer = new JSONWriter();
+                break;
+            case TSV:
+                writer = new TSVWriter();
+                break;
         }
         writer.write(out, tables);
     }
@@ -412,15 +410,15 @@ private void writeTables(List<Table> tables, Appendable out) throws IOException
     private String getOutputFilename(File pdfFile) {
         String extension = ".csv";
         switch (outputFormat) {
-        case CSV:
-            extension = ".csv";
-            break;
-        case JSON:
-            extension = ".json";
-            break;
-        case TSV:
-            extension = ".tsv";
-            break;
+            case CSV:
+                extension = ".csv";
+                break;
+            case JSON:
+                extension = ".json";
+                break;
+            case TSV:
+                extension = ".tsv";
+                break;
         }
         return pdfFile.getPath().replaceFirst("(\\.pdf|)$", extension);
     }
diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 0e30e2dd..92b12bf7 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -1,132 +1,45 @@
 package technology.tabula;
 
-import java.awt.Image;
-import java.awt.Shape;
-import java.awt.event.KeyEvent;
-import java.awt.geom.AffineTransform;
-import java.awt.geom.GeneralPath;
-import java.awt.geom.Line2D;
-import java.awt.geom.PathIterator;
-import java.awt.geom.Point2D;
-import java.awt.geom.Rectangle2D;
 import java.io.IOException;
-import java.lang.reflect.Field;
-import java.util.ArrayList;
-import java.util.Comparator;
-import java.util.List;
 
-import org.apache.pdfbox.exceptions.CryptographyException;
-import org.apache.pdfbox.pdfviewer.PageDrawer;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
-import org.apache.pdfbox.pdmodel.common.PDRectangle;
-import org.apache.pdfbox.pdmodel.common.PDStream;
-import org.apache.pdfbox.pdmodel.encryption.BadSecurityHandlerException;
-import org.apache.pdfbox.pdmodel.encryption.StandardDecryptionMaterial;
-import org.apache.pdfbox.pdmodel.font.PDFont;
-import org.apache.pdfbox.pdmodel.font.PDType3Font;
-import org.apache.pdfbox.pdmodel.graphics.PDGraphicsState;
-import org.apache.pdfbox.pdmodel.text.PDTextState;
-import org.apache.pdfbox.util.TextPosition;
 
-public class ObjectExtractor extends org.apache.pdfbox.pdfviewer.PageDrawer {
+public class ObjectExtractor {
 
-    private static final char[] spaceLikeChars = { ' ', '-', '1', 'i' };
-    private static final String NBSP = "\u00A0";
+    private PDDocument pdfDocument;
 
-    private float minCharWidth;
-    private float minCharHeight;
-    private List<TextElement> characters;
-    private List<Ruling> rulings;
-    private RectangleSpatialIndex<TextElement> spatialIndex;
-    private AffineTransform pageTransform;
-    public List<Shape> clippingPaths;
-    private boolean debugClippingPaths;
-    private boolean extractRulingLines;
-    private final PDDocument pdf_document;
-    protected List pdf_document_pages;
-
-
-    public ObjectExtractor(PDDocument pdf_document) throws IOException {
-        this(pdf_document, null, true, false);
+    public ObjectExtractor(PDDocument pdfDocument) throws IOException {
+        this.pdfDocument = pdfDocument;
     }
 
-    public ObjectExtractor(PDDocument pdf_document, boolean debugClippingPaths) throws IOException {
-        this(pdf_document, null, true, debugClippingPaths);
-    }
-    
-    public ObjectExtractor(PDDocument pdf_document, String password) throws IOException {
-        this(pdf_document, password, true, false);
-    }
 
-    public ObjectExtractor(PDDocument pdf_document, String password, boolean extractRulingLines, boolean debugClippingPaths)
-            throws IOException {
-        super();
-        
-        this.clippingPaths = new ArrayList<Shape>();
-        this.debugClippingPaths = debugClippingPaths;
-        this.extractRulingLines = extractRulingLines;
-        
-        this.initialize();
-        
-        // patch PageDrawer: dummy Graphics2D context so some drawing operators don't complain
-        try {
-            Field field = PageDrawer.class.getDeclaredField("graphics");
-            field.setAccessible(true);
-            field.set(this, new DummyGraphics2D());
-        } 
-        catch (Exception e1) {
-        }
-        
-        if (pdf_document.isEncrypted()) {
-            try {
-                pdf_document
-                        .openProtection(new StandardDecryptionMaterial(password));
-            } catch (BadSecurityHandlerException e) {
-                // TODO Auto-generated catch block
-                throw new IOException("BadSecurityHandler");
-            } catch (CryptographyException e) {
-                throw new IOException("Document is encrypted");
-            }
+    protected Page extractPage(Integer pageNumber) throws IOException {
+
+        if (pageNumber > this.pdfDocument.getNumberOfPages() || pageNumber < 1) {
+            throw new java.lang.IndexOutOfBoundsException(
+                    "Page number does not exist");
         }
-        this.pdf_document = pdf_document;
-        this.pdf_document_pages = this.pdf_document.getDocumentCatalog()
-                .getAllPages();
 
-    }
+        PDPage p = this.pdfDocument.getPage(pageNumber - 1);
 
+        ObjectExtractorStreamEngine se = new ObjectExtractorStreamEngine(p);
+        se.processPage(p);
 
-    protected Page extractPage(Integer page_number) throws IOException {
+        Utils.sort(se.characters);
 
-        if (page_number > this.pdf_document_pages.size() || page_number < 1) {
-            throw new java.lang.IndexOutOfBoundsException(
-                    "Page number does not exist");
+        float w, h;
+        int pageRotation = p.getRotation();
+        if (Math.abs(pageRotation) == 90 || Math.abs(pageRotation) == 270) {
+            w = p.getCropBox().getHeight();
+            h = p.getCropBox().getWidth();
+        } else {
+            w = p.getCropBox().getWidth();
+            h = p.getCropBox().getHeight();
         }
-        this.initialize();
 
-        PDPage pdPage = (PDPage) this.pdf_document_pages.get(page_number - 1);
-        pdPage = this.drawPage(pdPage);
-        
-        if(pdPage != null) {
-        	
-        	Utils.sort(this.characters);
-        	
-        	float w, h;
-        	int pageRotation = pdPage.findRotation();
-        	if (Math.abs(pageRotation) == 90 || Math.abs(pageRotation) == 270) {
-        		w = pdPage.findCropBox().getHeight();
-        		h = pdPage.findCropBox().getWidth();
-        	}
-        	else {
-        		w = pdPage.findCropBox().getWidth();
-        		h = pdPage.findCropBox().getHeight();
-        	}
-        	
-        	return new Page(0, 0, w, h, pageRotation, page_number, pdPage, this.characters,
-        			this.rulings, this.minCharWidth, this.minCharHeight,
-        			this.spatialIndex);
-        }
-        return null;//TODO: content is empty, return null? or empty Page? or exception?
+        return new Page(0, 0, w, h, pageRotation, pageNumber, p, se.characters,
+                se.rulings, se.minCharWidth, se.minCharHeight, se.spatialIndex);
     }
 
     public PageIterator extract(Iterable<Integer> pages) {
@@ -134,7 +47,7 @@ public PageIterator extract(Iterable<Integer> pages) {
     }
 
     public PageIterator extract() {
-        return extract(Utils.range(1, this.pdf_document_pages.size() + 1));
+        return extract(Utils.range(1, this.pdfDocument.getNumberOfPages() + 1));
     }
 
     public Page extract(int pageNumber) {
@@ -142,286 +55,7 @@ public Page extract(int pageNumber) {
     }
 
     public void close() throws IOException {
-        this.pdf_document.close();
-    }
-
-    private PDPage drawPage(PDPage p) throws IOException {
-        this.page = p;
-        PDStream contents = p.getContents();
-        if (contents != null) {
-            ensurePageSize();
-            this.processStream(p, p.findResources(), contents.getStream());
-            return p;
-        }
-        return null;
-    }
-
-    private void ensurePageSize() {
-        if (this.pageSize == null && this.page != null) {
-            PDRectangle cropBox = this.page.findCropBox();
-            this.pageSize = cropBox == null ? null : cropBox
-                    .createDimension();
-        }
-    }
-
-    private void initialize() {
-        this.characters = new ArrayList<TextElement>();
-        this.rulings = new ArrayList<Ruling>();
-        this.pageTransform = null;
-        this.spatialIndex = new RectangleSpatialIndex<TextElement>();
-        this.minCharWidth = Float.MAX_VALUE;
-        this.minCharHeight = Float.MAX_VALUE;
-    }
-
-    @Override
-    public void drawImage(Image awtImage, AffineTransform at) {
-        // we just ignore images (for now)
-    }
-
-    public void strokeOrFillPath(boolean isFill) {
-        GeneralPath path = this.getLinePath();
-
-        if (!this.extractRulingLines) {
-            this.getLinePath().reset();
-            return;
-        }
-
-        PathIterator pi = path.getPathIterator(this.getPageTransform());
-        float[] c = new float[6];
-        int currentSegment;
-
-        // skip paths whose first operation is not a MOVETO
-        // or contains operations other than LINETO, MOVETO or CLOSE
-        if ((pi.currentSegment(c) != PathIterator.SEG_MOVETO)) {
-            path.reset();
-            return;
-        }
-        pi.next();
-        while (!pi.isDone()) {
-            currentSegment = pi.currentSegment(c);
-            if (currentSegment != PathIterator.SEG_LINETO
-                    && currentSegment != PathIterator.SEG_CLOSE
-                    && currentSegment != PathIterator.SEG_MOVETO) {
-                path.reset();
-                return;
-            }
-            pi.next();
-        }
-
-        // TODO: how to implement color filter?
-
-        // skip the first path operation and save it as the starting position
-        float[] first = new float[6];
-        pi = path.getPathIterator(this.getPageTransform());
-        pi.currentSegment(first);
-        // last move
-        Point2D.Float start_pos = new Point2D.Float(Utils.round(first[0], 2), Utils.round(first[1], 2));
-        Point2D.Float last_move = start_pos;
-        Point2D.Float end_pos = null;
-        Line2D.Float line;
-        PointComparator pc = new PointComparator();
-
-        while (!pi.isDone()) {
-            pi.next();
-            currentSegment = pi.currentSegment(c);
-            switch (currentSegment) {
-            case PathIterator.SEG_LINETO:
-                end_pos = new Point2D.Float(c[0], c[1]);
-
-                line = pc.compare(start_pos, end_pos) == -1 ? new Line2D.Float(
-                        start_pos, end_pos) : new Line2D.Float(end_pos,
-                        start_pos);
-
-                if (line.intersects(this.currentClippingPath())) {
-                    Ruling r = new Ruling(line.getP1(), line.getP2())
-                            .intersect(this.currentClippingPath());
-
-                    if (r.length() > 0.01) {
-                        this.rulings.add(r);
-                    }
-                }
-                break;
-            case PathIterator.SEG_MOVETO:
-                last_move = new Point2D.Float(c[0], c[1]);
-                end_pos = last_move;
-                break;
-            case PathIterator.SEG_CLOSE:
-                // according to PathIterator docs:
-                // "the preceding subpath should be closed by appending a line
-                // segment
-                // back to the point corresponding to the most recent
-                // SEG_MOVETO."
-                line = pc.compare(end_pos, last_move) == -1 ? new Line2D.Float(
-                        end_pos, last_move) : new Line2D.Float(last_move,
-                        end_pos);
-
-                if (line.intersects(this.currentClippingPath())) {
-                    Ruling r = new Ruling(line.getP1(), line.getP2())
-                            .intersect(this.currentClippingPath());
-
-                    if (r.length() > 0.01) {
-                        this.rulings.add(r);
-                    }
-                }
-                break;
-            }
-            start_pos = end_pos;
-        }
-        path.reset();
-    }
-
-    @Override
-    public void strokePath() throws IOException {
-        this.strokeOrFillPath(false);
-    }
-
-    @Override
-    public void fillPath(int windingRule) throws IOException {
-        //
-        // float[] color_comps =
-        // this.getGraphicsState().getNonStrokingColor().getJavaColor().getRGBColorComponents(null);
-        // float[] color = this.getGraphicsState().getNonStrokingColor().getJavaColor().getComponents(null);
-        // TODO use color_comps as filter_by_color
-        this.strokeOrFillPath(true);
-    }
-
-    private float currentSpaceWidth() {
-        PDGraphicsState gs = this.getGraphicsState();
-        PDTextState ts = gs.getTextState();
-        PDFont font = ts.getFont();
-        float fontSizeText = ts.getFontSize();
-        float horizontalScalingText = ts.getHorizontalScalingPercent() / 100.0f;
-        float spaceWidthText = 1000;
-
-        if (font instanceof PDType3Font) {
-            // TODO WHAT?
-        }
-
-        for (int i = 0; i < spaceLikeChars.length; i++) {
-            spaceWidthText = font.getFontWidth(spaceLikeChars[i]);
-            if (spaceWidthText > 0)
-                break;
-        }
-
-        float ctm00 = gs.getCurrentTransformationMatrix().getValue(0, 0);
-
-        return (float) ((spaceWidthText / 1000.0) * fontSizeText
-                * horizontalScalingText * (ctm00 == 0 ? 1 : ctm00));
-    }
-
-    @Override
-    protected void processTextPosition(TextPosition textPosition) {
-        String c = textPosition.getCharacter();
-
-        // if c not printable, return
-        if (!isPrintable(c)) {
-            return;
-        }
-
-        Float h = textPosition.getHeightDir();
-
-        if (c.equals(NBSP)) { // replace non-breaking space for space
-            c = " ";
-        }
-
-        float wos = textPosition.getWidthOfSpace();
-
-        TextElement te = new TextElement(
-                Utils.round(textPosition.getYDirAdj() - h, 2),
-                Utils.round(textPosition.getXDirAdj(), 2),
-                Utils.round(textPosition.getWidthDirAdj(), 2),
-                Utils.round(textPosition.getHeightDir(), 2),
-                textPosition.getFont(),
-                textPosition.getFontSize(),
-                c,
-                // workaround a possible bug in PDFBox:
-                // https://issues.apache.org/jira/browse/PDFBOX-1755
-                (Float.isNaN(wos) || wos == 0) ? this.currentSpaceWidth() : wos,
-                textPosition.getDir());
-
-       if (this.currentClippingPath().intersects(te)) {
-
-            this.minCharWidth = (float) Math.min(this.minCharWidth, te.getWidth());
-            this.minCharHeight = (float) Math.min(this.minCharHeight, te.getHeight());
-
-            this.spatialIndex.add(te);
-            this.characters.add(te);
-        }
-
-        if (this.isDebugClippingPaths() && !this.clippingPaths.contains(this.currentClippingPath())) {
-            this.clippingPaths.add(this.currentClippingPath());
-        }
-
-    }
-
-    public AffineTransform getPageTransform() {
-
-        if (this.pageTransform != null) {
-            return this.pageTransform;
-        }
-
-        PDRectangle cb = page.findCropBox();
-        int rotation = Math.abs(page.findRotation());
-
-        this.pageTransform = new AffineTransform();
-
-        if (rotation == 90 || rotation == 270) {
-            this.pageTransform = AffineTransform.getRotateInstance(rotation * (Math.PI / 180.0), 0, 0);
-            this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
-            this.pageTransform.concatenate(AffineTransform.getTranslateInstance(0, cb.getHeight()));
-            this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
-        }
-        return this.pageTransform;
-    }
-
-    public Rectangle2D currentClippingPath() {
-   
-    	Shape clippingPath = this.getGraphicsState().getCurrentClippingPath();
-        Shape transformedClippingPath = this.getPageTransform()
-                .createTransformedShape(clippingPath);
-        Rectangle2D transformedClippingPathBounds = transformedClippingPath
-                .getBounds2D();
-
-        return transformedClippingPathBounds;
-    }
-
-    public boolean isExtractRulingLines() {
-        return extractRulingLines;
-    }
-
-    private static boolean isPrintable(String s) {
-        Character c = s.charAt(0);
-        Character.UnicodeBlock block = Character.UnicodeBlock.of(c);
-        return (!Character.isISOControl(c)) && c != KeyEvent.CHAR_UNDEFINED
-                && block != null && block != Character.UnicodeBlock.SPECIALS;
-    }
-
-    public boolean isDebugClippingPaths() {
-        return debugClippingPaths;
-    }
-
-    public int getPageCount() {
-        return this.pdf_document_pages.size();
-    }
-    
-    class PointComparator implements Comparator<Point2D> {
-        @Override
-        public int compare(Point2D o1, Point2D o2) {
-            float o1X = Utils.round(o1.getX(), 2);
-            float o1Y = Utils.round(o1.getY(), 2);
-            float o2X = Utils.round(o2.getX(), 2);
-            float o2Y = Utils.round(o2.getY(), 2);
-
-            if (o1Y > o2Y)
-                return 1;
-            if (o1Y < o2Y)
-                return -1;
-            if (o1X > o2X)
-                return 1;
-            if (o1X < o2X)
-                return -1;
-            return 0;
-        }
+        this.pdfDocument.close();
     }
 
 }
diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
new file mode 100644
index 00000000..f64a7dd7
--- /dev/null
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -0,0 +1,520 @@
+package technology.tabula;
+
+import java.awt.Shape;
+import java.awt.geom.AffineTransform;
+import java.awt.geom.GeneralPath;
+import java.awt.geom.Line2D;
+import java.awt.geom.PathIterator;
+import java.awt.geom.Point2D;
+import java.awt.geom.Rectangle2D;
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.List;
+
+import org.apache.fontbox.ttf.TrueTypeFont;
+import org.apache.fontbox.util.BoundingBox;
+import org.apache.pdfbox.contentstream.PDFGraphicsStreamEngine;
+import org.apache.pdfbox.cos.COSName;
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.pdmodel.common.PDRectangle;
+import org.apache.pdfbox.pdmodel.font.PDCIDFont;
+import org.apache.pdfbox.pdmodel.font.PDCIDFontType2;
+import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDSimpleFont;
+import org.apache.pdfbox.pdmodel.font.PDTrueTypeFont;
+import org.apache.pdfbox.pdmodel.font.PDType0Font;
+import org.apache.pdfbox.pdmodel.font.PDType3Font;
+import org.apache.pdfbox.pdmodel.font.encoding.GlyphList;
+import org.apache.pdfbox.pdmodel.graphics.image.PDImage;
+import org.apache.pdfbox.pdmodel.graphics.state.PDGraphicsState;
+import org.apache.pdfbox.text.TextPosition;
+import org.apache.pdfbox.util.Matrix;
+import org.apache.pdfbox.util.Vector;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
+
+    private static final String NBSP = "\u00A0";
+
+    protected float minCharWidth;
+    protected float minCharHeight;
+    protected List<TextElement> characters;
+    protected List<Ruling> rulings;
+    protected RectangleSpatialIndex<TextElement> spatialIndex;
+    private AffineTransform pageTransform;
+    private boolean debugClippingPaths;
+    private boolean extractRulingLines = true;
+    private Logger log;
+    private int clipWindingRule = -1;
+    private GeneralPath currentPath = new GeneralPath();
+    public List<Shape> clippingPaths;
+    private int pageRotation;
+    private PDRectangle pageSize;
+
+    private Matrix translateMatrix;
+    private GlyphList glyphList;
+
+    protected ObjectExtractorStreamEngine(PDPage page) {
+        super(page);
+
+        this.log = LoggerFactory.getLogger(ObjectExtractorStreamEngine.class);
+
+        this.characters = new ArrayList<TextElement>();
+        this.rulings = new ArrayList<Ruling>();
+        this.pageTransform = null;
+        this.spatialIndex = new RectangleSpatialIndex<TextElement>();
+        this.minCharWidth = Float.MAX_VALUE;
+        this.minCharHeight = Float.MAX_VALUE;
+        this.pageRotation = page.getRotation();
+        this.pageSize = page.getCropBox();
+
+        // calculate page transform
+        PDRectangle cb = this.getPage().getCropBox();
+        int rotation = this.getPage().getRotation();
+
+        this.pageTransform = new AffineTransform();
+
+        if (Math.abs(rotation) == 90 || Math.abs(rotation) == 270) {
+            this.pageTransform = AffineTransform.getRotateInstance(rotation * (Math.PI / 180.0), 0, 0);
+            this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
+        } else {
+            this.pageTransform.concatenate(AffineTransform.getTranslateInstance(0, cb.getHeight()));
+            this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
+        }
+
+        // load additional glyph list for Unicode mapping
+        String path = "org/apache/pdfbox/resources/glyphlist/additional.txt";
+        InputStream input = GlyphList.class.getClassLoader().getResourceAsStream(path);
+        this.glyphList = null;
+        try {
+            this.glyphList = new GlyphList(GlyphList.getAdobeGlyphList(), input);
+        } catch (IOException e) {
+            this.log.error("Error loading glyph list", e);
+        }
+    }
+
+    @Override
+    protected void showGlyph(Matrix textRenderingMatrix, PDFont font, int code, String unicode, Vector displacement)
+            throws IOException {
+
+        TextPosition textPosition = getTextPosition(textRenderingMatrix, font, code, unicode, displacement);
+
+        if (textPosition != null) {
+
+            String c = textPosition.getUnicode();
+
+            // if c not printable, return
+            if (!isPrintable(c)) {
+                return;
+            }
+
+            Float h = textPosition.getHeightDir();
+
+            if (c.equals(NBSP)) { // replace non-breaking space for space
+                c = " ";
+            }
+
+            float wos = textPosition.getWidthOfSpace();
+
+            TextElement te = new TextElement(Utils.round(textPosition.getYDirAdj() - h, 2),
+                    Utils.round(textPosition.getXDirAdj(), 2), Utils.round(textPosition.getWidthDirAdj(), 2),
+                    Utils.round(textPosition.getHeightDir(), 2), textPosition.getFont(), textPosition.getFontSize(), c,
+                    // workaround a possible bug in PDFBox:
+                    // https://issues.apache.org/jira/browse/PDFBOX-1755
+                    wos, textPosition.getDir());
+
+            if (this.currentClippingPath().intersects(te)) {
+
+                this.minCharWidth = (float) Math.min(this.minCharWidth, te.getWidth());
+                this.minCharHeight = (float) Math.min(this.minCharHeight, te.getHeight());
+
+                this.spatialIndex.add(te);
+                this.characters.add(te);
+            }
+
+            if (this.isDebugClippingPaths() && !this.clippingPaths.contains(this.currentClippingPath())) {
+                this.clippingPaths.add(this.currentClippingPath());
+            }
+        }
+
+    }
+
+    @Override
+    public void appendRectangle(Point2D p0, Point2D p1, Point2D p2, Point2D p3) throws IOException {
+        currentPath.moveTo((float) p0.getX(), (float) p0.getY());
+        currentPath.lineTo((float) p1.getX(), (float) p1.getY());
+        currentPath.lineTo((float) p2.getX(), (float) p2.getY());
+        currentPath.lineTo((float) p3.getX(), (float) p3.getY());
+
+        currentPath.closePath();
+    }
+
+    @Override
+    public void clip(int windingRule) throws IOException {
+        // the clipping path will not be updated until the succeeding painting
+        // operator is called
+        clipWindingRule = windingRule;
+    }
+
+    @Override
+    public void closePath() throws IOException {
+        currentPath.closePath();
+    }
+
+    @Override
+    public void curveTo(float x1, float y1, float x2, float y2, float x3, float y3) throws IOException {
+        currentPath.curveTo(x1, y1, x2, y2, x3, y3);
+    }
+
+    @Override
+    public void drawImage(PDImage arg0) throws IOException {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public void endPath() throws IOException {
+        if (clipWindingRule != -1) {
+            currentPath.setWindingRule(clipWindingRule);
+            getGraphicsState().intersectClippingPath(currentPath);
+            clipWindingRule = -1;
+        }
+        currentPath.reset();
+    }
+
+    @Override
+    public void fillAndStrokePath(int arg0) throws IOException {
+        strokeOrFillPath(true);
+    }
+
+    @Override
+    public void fillPath(int arg0) throws IOException {
+        strokeOrFillPath(true);
+    }
+
+    @Override
+    public Point2D getCurrentPoint() throws IOException {
+        return currentPath.getCurrentPoint();
+    }
+
+    @Override
+    public void lineTo(float x, float y) throws IOException {
+        currentPath.lineTo(x, y);
+    }
+
+    @Override
+    public void moveTo(float x, float y) throws IOException {
+        currentPath.moveTo(x, y);
+    }
+
+    @Override
+    public void shadingFill(COSName arg0) throws IOException {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public void strokePath() throws IOException {
+        strokeOrFillPath(false);
+    }
+
+    private void strokeOrFillPath(boolean isFill) {
+        GeneralPath path = this.currentPath;
+
+        if (!this.extractRulingLines) {
+            this.currentPath.reset();
+            return;
+        }
+
+        PathIterator pi = path.getPathIterator(this.getPageTransform());
+        float[] c = new float[6];
+        int currentSegment;
+
+        // skip paths whose first operation is not a MOVETO
+        // or contains operations other than LINETO, MOVETO or CLOSE
+        if ((pi.currentSegment(c) != PathIterator.SEG_MOVETO)) {
+            path.reset();
+            return;
+        }
+        pi.next();
+        while (!pi.isDone()) {
+            currentSegment = pi.currentSegment(c);
+            if (currentSegment != PathIterator.SEG_LINETO && currentSegment != PathIterator.SEG_CLOSE
+                    && currentSegment != PathIterator.SEG_MOVETO) {
+                path.reset();
+                return;
+            }
+            pi.next();
+        }
+
+        // TODO: how to implement color filter?
+
+        // skip the first path operation and save it as the starting position
+        float[] first = new float[6];
+        pi = path.getPathIterator(this.getPageTransform());
+        pi.currentSegment(first);
+        // last move
+        Point2D.Float start_pos = new Point2D.Float(Utils.round(first[0], 2), Utils.round(first[1], 2));
+        Point2D.Float last_move = start_pos;
+        Point2D.Float end_pos = null;
+        Line2D.Float line;
+        PointComparator pc = new PointComparator();
+        while (!pi.isDone()) {
+            pi.next();
+            // This can be the last segment, when pi.isDone, but we need to
+            // process it
+            // otherwise us-017.pdf fails the last value.
+            try {
+                currentSegment = pi.currentSegment(c);
+            } catch (IndexOutOfBoundsException ex) {
+                continue;
+            }
+            switch (currentSegment) {
+                case PathIterator.SEG_LINETO:
+                    end_pos = new Point2D.Float(c[0], c[1]);
+
+                    line = pc.compare(start_pos, end_pos) == -1 ? new Line2D.Float(start_pos, end_pos)
+                            : new Line2D.Float(end_pos, start_pos);
+
+                    if (line.intersects(this.currentClippingPath())) {
+                        Ruling r = new Ruling(line.getP1(), line.getP2()).intersect(this.currentClippingPath());
+
+                        if (r.length() > 0.01) {
+                            this.rulings.add(r);
+                        }
+                    }
+                    break;
+                case PathIterator.SEG_MOVETO:
+                    last_move = new Point2D.Float(c[0], c[1]);
+                    end_pos = last_move;
+                    break;
+                case PathIterator.SEG_CLOSE:
+                    // according to PathIterator docs:
+                    // "the preceding subpath should be closed by appending a line
+                    // segment
+                    // back to the point corresponding to the most recent
+                    // SEG_MOVETO."
+                    line = pc.compare(end_pos, last_move) == -1 ? new Line2D.Float(end_pos, last_move)
+                            : new Line2D.Float(last_move, end_pos);
+
+                    if (line.intersects(this.currentClippingPath())) {
+                        Ruling r = new Ruling(line.getP1(), line.getP2()).intersect(this.currentClippingPath());
+
+                        if (r.length() > 0.01) {
+                            this.rulings.add(r);
+                        }
+                    }
+                    break;
+            }
+            start_pos = end_pos;
+        }
+        path.reset();
+    }
+
+    public AffineTransform getPageTransform() {
+        return this.pageTransform;
+    }
+
+    public Rectangle2D currentClippingPath() {
+        Shape clippingPath = this.getGraphicsState().getCurrentClippingPath();
+        Shape transformedClippingPath = this.getPageTransform().createTransformedShape(clippingPath);
+        Rectangle2D transformedClippingPathBounds = transformedClippingPath.getBounds2D();
+
+        return transformedClippingPathBounds;
+    }
+
+    private static boolean isPrintable(String s) {
+        Character c;
+        Character.UnicodeBlock block;
+        boolean printable = false;
+        for (int i = 0; i < s.length(); i++) {
+            c = s.charAt(i);
+            block = Character.UnicodeBlock.of(c);
+            printable |= !Character.isISOControl(c) && block != null && block != Character.UnicodeBlock.SPECIALS;
+        }
+        return printable;
+    }
+
+    private TextPosition getTextPosition(Matrix textRenderingMatrix, PDFont font, int code, String unicode,
+                                         Vector displacement) throws IOException {
+
+        // LegacyPDFStreamEngine
+        PDGraphicsState state = getGraphicsState();
+        Matrix ctm = state.getCurrentTransformationMatrix();
+        float fontSize = state.getTextState().getFontSize();
+        float horizontalScaling = state.getTextState().getHorizontalScaling() / 100f;
+        Matrix textMatrix = getTextMatrix();
+
+        BoundingBox bbox = font.getBoundingBox();
+        if (bbox.getLowerLeftY() < Short.MIN_VALUE) {
+            // PDFBOX-2158 and PDFBOX-3130
+            // files by Salmat eSolutions / ClibPDF Library
+            bbox.setLowerLeftY(-(bbox.getLowerLeftY() + 65536));
+        }
+        // 1/2 the bbox is used as the height todo: why?
+        float glyphHeight = bbox.getHeight() / 2;
+
+        // transformPoint from glyph space -> text space
+        float height;
+        if (font instanceof PDType3Font) {
+            height = font.getFontMatrix().transformPoint(0, glyphHeight).y;
+        } else {
+            height = glyphHeight / 1000;
+        }
+
+        float displacementX = displacement.getX();
+        // the sorting algorithm is based on the width of the character. As the
+        // displacement
+        // for vertical characters doesn't provide any suitable value for it, we
+        // have to
+        // calculate our own
+        if (font.isVertical()) {
+            displacementX = font.getWidth(code) / 1000;
+            // there may be an additional scaling factor for true type fonts
+            TrueTypeFont ttf = null;
+            if (font instanceof PDTrueTypeFont) {
+                ttf = ((PDTrueTypeFont) font).getTrueTypeFont();
+            } else if (font instanceof PDType0Font) {
+                PDCIDFont cidFont = ((PDType0Font) font).getDescendantFont();
+                if (cidFont instanceof PDCIDFontType2) {
+                    ttf = ((PDCIDFontType2) cidFont).getTrueTypeFont();
+                }
+            }
+            if (ttf != null && ttf.getUnitsPerEm() != 1000) {
+                displacementX *= 1000f / ttf.getUnitsPerEm();
+            }
+        }
+
+        // (modified) combined displacement, this is calculated *without* taking
+        // the character
+        // spacing and word spacing into account, due to legacy code in
+        // TextStripper
+        float tx = displacementX * fontSize * horizontalScaling;
+        float ty = displacement.getY() * fontSize;
+
+        // (modified) combined displacement matrix
+        Matrix td = Matrix.getTranslateInstance(tx, ty);
+
+        // (modified) text rendering matrix
+        Matrix nextTextRenderingMatrix = td.multiply(textMatrix).multiply(ctm); // text
+        // space
+        // ->
+        // device
+        // space
+        float nextX = nextTextRenderingMatrix.getTranslateX();
+        float nextY = nextTextRenderingMatrix.getTranslateY();
+
+        // (modified) width and height calculations
+        float dxDisplay = nextX - textRenderingMatrix.getTranslateX();
+        float dyDisplay = height * textRenderingMatrix.getScalingFactorY();
+
+        //
+        // start of the original method
+        //
+
+        // Note on variable names. There are three different units being used in
+        // this code.
+        // Character sizes are given in glyph units, text locations are
+        // initially given in text
+        // units, and we want to save the data in display units. The variable
+        // names should end with
+        // Text or Disp to represent if the values are in text or disp units (no
+        // glyph units are
+        // saved).
+
+        float glyphSpaceToTextSpaceFactor = 1 / 1000f;
+        if (font instanceof PDType3Font) {
+            glyphSpaceToTextSpaceFactor = font.getFontMatrix().getScaleX();
+        }
+
+        float spaceWidthText = 0;
+        try {
+            // to avoid crash as described in PDFBOX-614, see what the space
+            // displacement should be
+            spaceWidthText = font.getSpaceWidth() * glyphSpaceToTextSpaceFactor;
+        } catch (Throwable exception) {
+            this.log.warn("Error getting spaceWidthText", exception);
+        }
+
+        if (spaceWidthText == 0) {
+            spaceWidthText = font.getAverageFontWidth() * glyphSpaceToTextSpaceFactor;
+            // the average space width appears to be higher than necessary so
+            // make it smaller
+            spaceWidthText *= .80f;
+        }
+        if (spaceWidthText == 0) {
+            spaceWidthText = 1.0f; // if could not find font, use a generic
+            // value
+        }
+
+        // the space width has to be transformed into display units
+        float spaceWidthDisplay = spaceWidthText * textRenderingMatrix.getScalingFactorX();
+
+        // use our additional glyph list for Unicode mapping
+        unicode = font.toUnicode(code, glyphList);
+
+        // when there is no Unicode mapping available, Acrobat simply coerces
+        // the character code
+        // into Unicode, so we do the same. Subclasses of PDFStreamEngine don't
+        // necessarily want
+        // this, which is why we leave it until this point in
+        // PDFTextStreamEngine.
+        if (unicode == null) {
+            if (font instanceof PDSimpleFont) {
+                char c = (char) code;
+                unicode = new String(new char[]{c});
+            } else {
+                // Acrobat doesn't seem to coerce composite font's character
+                // codes, instead it
+                // skips them. See the "allah2.pdf" TestTextStripper file.
+                return null;
+            }
+        }
+
+        // adjust for cropbox if needed
+        Matrix translatedTextRenderingMatrix;
+        if (translateMatrix == null) {
+            translatedTextRenderingMatrix = textRenderingMatrix;
+        } else {
+            translatedTextRenderingMatrix = Matrix.concatenate(translateMatrix, textRenderingMatrix);
+            nextX -= pageSize.getLowerLeftX();
+            nextY -= pageSize.getLowerLeftY();
+
+        }
+
+        return new TextPosition(pageRotation, pageSize.getWidth(), pageSize.getHeight(), translatedTextRenderingMatrix,
+                nextX, nextY, Math.abs(dyDisplay), dxDisplay, Math.abs(spaceWidthDisplay), unicode, new int[]{code},
+                font, fontSize, (int) (fontSize * textMatrix.getScalingFactorX()));
+    }
+
+    public boolean isDebugClippingPaths() {
+        return debugClippingPaths;
+    }
+
+    public void setDebugClippingPaths(boolean debugClippingPaths) {
+        this.debugClippingPaths = debugClippingPaths;
+    }
+
+    class PointComparator implements Comparator<Point2D> {
+        @Override
+        public int compare(Point2D o1, Point2D o2) {
+            float o1X = Utils.round(o1.getX(), 2);
+            float o1Y = Utils.round(o1.getY(), 2);
+            float o2X = Utils.round(o2.getX(), 2);
+            float o2Y = Utils.round(o2.getY(), 2);
+
+            if (o1Y > o2Y)
+                return 1;
+            if (o1Y < o2Y)
+                return -1;
+            if (o1X > o2X)
+                return 1;
+            if (o1X < o2X)
+                return -1;
+            return 0;
+        }
+    }
+}
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index a4c47b3d..046f10d9 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -8,19 +8,19 @@
 import java.text.Normalizer;
 
 @SuppressWarnings("serial")
-public class TextChunk extends RectangularTextContainer<TextElement> implements HasText { 
-    public static final TextChunk EMPTY = new TextChunk(0,0,0,0);
+public class TextChunk extends RectangularTextContainer<TextElement> implements HasText {
+    public static final TextChunk EMPTY = new TextChunk(0, 0, 0, 0);
     List<TextElement> textElements = new ArrayList<TextElement>();
-    
+
     public TextChunk(float top, float left, float width, float height) {
         super(top, left, width, height);
     }
-    
+
     public TextChunk(TextElement textElement) {
         super(textElement.y, textElement.x, textElement.width, textElement.height);
         this.add(textElement);
     }
-    
+
     public TextChunk(List<TextElement> textElements) {
         this(textElements.get(0));
         for (int i = 1; i < textElements.size(); i++) {
@@ -35,8 +35,8 @@ private enum DirectionalityOptions {
     // I hate Java so bad.
     // we're making this HashMap static! which requires really funky initialization per http://stackoverflow.com/questions/6802483/how-to-directly-initialize-a-hashmap-in-a-literal-way/6802502#6802502
     private static HashMap<Byte, DirectionalityOptions> directionalities;
-    static
-    {
+
+    static {
         directionalities = new HashMap<Byte, DirectionalityOptions>();
         // BCT = bidirectional character type
         directionalities.put(java.lang.Character.DIRECTIONALITY_ARABIC_NUMBER, DirectionalityOptions.LTR);               // Weak BCT    "AN" in the Unicode specification.
@@ -61,12 +61,13 @@ private enum DirectionalityOptions {
         directionalities.put(java.lang.Character.DIRECTIONALITY_WHITESPACE, DirectionalityOptions.NONE);                  // Neutral BCT "WS" in the Unicode specification.
     }
 
-    /** Splits a TextChunk into N TextChunks, where each chunk is of a single directionality, and
-        then reverse the RTL ones.
-        what we're doing here is *reversing* the Unicode bidi algorithm
-        in the language of that algorithm, each chunk is a (maximal) directional run.
-        We attach whitespace to the beginning of non-RTL
-    **/
+    /**
+     * Splits a TextChunk into N TextChunks, where each chunk is of a single directionality, and
+     * then reverse the RTL ones.
+     * what we're doing here is *reversing* the Unicode bidi algorithm
+     * in the language of that algorithm, each chunk is a (maximal) directional run.
+     * We attach whitespace to the beginning of non-RTL
+     **/
     public TextChunk groupByDirectionality(Boolean isLtrDominant) {
         if (this.getTextElements().size() <= 0) {
             throw new IllegalArgumentException();
@@ -76,30 +77,30 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
         ArrayList<TextElement> buff = new ArrayList<TextElement>();
         DirectionalityOptions buffDirectionality = DirectionalityOptions.NONE; // the directionality of the characters in buff;
 
-        for(TextElement te: this.getTextElements()){
+        for (TextElement te : this.getTextElements()) {
             //TODO: we need to loop over the textelement characters
             //      because it is possible for a textelement to contain multiple characters?
 
 
             // System.out.println(te.getText() + " is " + Character.getDirectionality(te.getText().charAt(0) ) + " " + directionalities.get(Character.getDirectionality(te.getText().charAt(0) )));
-            if(buff.size() == 0){
+            if (buff.size() == 0) {
                 buff.add(te);
                 buffDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
-            }else{
-                if(buffDirectionality == DirectionalityOptions.NONE){
+            } else {
+                if (buffDirectionality == DirectionalityOptions.NONE) {
                     buffDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
                 }
                 DirectionalityOptions teDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
 
-                if(teDirectionality == buffDirectionality || teDirectionality == DirectionalityOptions.NONE) {
-                    if ( Character.getDirectionality(te.getText().charAt(0) ) == java.lang.Character.DIRECTIONALITY_WHITESPACE && (buffDirectionality == (isLtrDominant ? DirectionalityOptions.RTL : DirectionalityOptions.LTR) ) ){
+                if (teDirectionality == buffDirectionality || teDirectionality == DirectionalityOptions.NONE) {
+                    if (Character.getDirectionality(te.getText().charAt(0)) == java.lang.Character.DIRECTIONALITY_WHITESPACE && (buffDirectionality == (isLtrDominant ? DirectionalityOptions.RTL : DirectionalityOptions.LTR))) {
                         buff.add(0, te);
-                    }else{
+                    } else {
                         buff.add(te);
                     }
-                }else{
+                } else {
                     // finish this chunk
-                    if (buffDirectionality == DirectionalityOptions.RTL){
+                    if (buffDirectionality == DirectionalityOptions.RTL) {
                         Collections.reverse(buff);
                     }
                     chunks.add(buff);
@@ -111,15 +112,15 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
                 }
             }
         }
-        if (buffDirectionality == DirectionalityOptions.RTL){
+        if (buffDirectionality == DirectionalityOptions.RTL) {
             Collections.reverse(buff);
         }
         chunks.add(buff);
         ArrayList<TextElement> everything = new ArrayList<TextElement>();
-        if(!isLtrDominant){
+        if (!isLtrDominant) {
             Collections.reverse(chunks);
         }
-        for(ArrayList<TextElement> group : chunks){
+        for (ArrayList<TextElement> group : chunks) {
             everything.addAll(group);
         }
         return new TextChunk(everything);
@@ -137,41 +138,36 @@ public int compareTo(Rectangle other) {
         double otherBottom = other.getBottom();
         int rv;
 
-       if (this.equals(other)) return 0;
+        if (this.equals(other)) return 0;
 
-       if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
+        if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
             rv = java.lang.Double.compare(this.getX(), other.getX());
 
             // reverse the ordering if both TextChunks are RTL
-            if(this.isLtrDominant() == -1 && other.isLtrDominant() == -1){ 
+            if (this.isLtrDominant() == -1 && other.isLtrDominant() == -1) {
                 rv = -1 * rv;
             }
-       }
-       else {
-           rv = java.lang.Double.compare(thisBottom, otherBottom);
-       }
-       return rv;
+        } else {
+            rv = java.lang.Double.compare(thisBottom, otherBottom);
+        }
+        return rv;
     }
 
-    public int isLtrDominant(){
+    public int isLtrDominant() {
         int ltrCnt = 0;
         int rtlCnt = 0;
-        for (int i = 0; i < this.getTextElements().size(); i++)
-        {
+        for (int i = 0; i < this.getTextElements().size(); i++) {
             String elementText = this.getTextElements().get(i).getText();
-            for (int j=0; j<elementText.length();j++){
-                byte dir = Character.getDirectionality( elementText.charAt(j) );
-                if ((dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT ) ||
+            for (int j = 0; j < elementText.length(); j++) {
+                byte dir = Character.getDirectionality(elementText.charAt(j));
+                if ((dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT) ||
                         (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_EMBEDDING) ||
-                        (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_OVERRIDE ))
-                {
+                        (dir == Character.DIRECTIONALITY_LEFT_TO_RIGHT_OVERRIDE)) {
                     ltrCnt++;
-                }
-                else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT ) ||
+                } else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT) ||
                         (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_ARABIC) ||
                         (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_EMBEDDING) ||
-                        (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_OVERRIDE ))
-                {
+                        (dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT_OVERRIDE)) {
                     rtlCnt++;
                 }
             }
@@ -180,7 +176,6 @@ else if ((dir == Character.DIRECTIONALITY_RIGHT_TO_LEFT ) ||
     }
 
 
-
     public TextChunk merge(TextChunk other) {
         super.merge(other);
         return this;
@@ -190,9 +185,9 @@ public void add(TextElement textElement) {
         this.textElements.add(textElement);
         this.merge(textElement);
     }
-    
+
     public void add(List<TextElement> textElements) {
-        for (TextElement te: textElements) {
+        for (TextElement te : textElements) {
             this.add(te);
         }
     }
@@ -200,56 +195,59 @@ public void add(List<TextElement> textElements) {
     public List<TextElement> getTextElements() {
         return textElements;
     }
-    
+
     public String getText() {
         if (this.textElements.size() == 0) {
             return "";
         }
 
         StringBuilder sb = new StringBuilder();
-        for (TextElement te: this.textElements) {
+        for (TextElement te : this.textElements) {
             sb.append(te.getText());
         }
         return Normalizer.normalize(sb.toString(), Normalizer.Form.NFKC).trim();
     }
-    
+
     @Override
     public String getText(boolean useLineReturns) {
         // TODO Auto-generated method stub
         return null;
     }
 
-    
+
     /**
      * Returns true if text contained in this TextChunk is the same repeated character
      */
     public boolean isSameChar(Character c) {
-        return isSameChar(new Character[] { c });
+        return isSameChar(new Character[]{c});
     }
-    
+
     public boolean isSameChar(Character[] c) {
         String s = this.getText();
         List<Character> chars = Arrays.asList(c);
         for (int i = 0; i < s.length(); i++) {
-            if (!chars.contains(s.charAt(i))) { return false; }
+            if (!chars.contains(s.charAt(i))) {
+                return false;
+            }
         }
         return true;
     }
-    
-    /** Splits a TextChunk in two, at the position of the i-th TextElement
+
+    /**
+     * Splits a TextChunk in two, at the position of the i-th TextElement
      */
     public TextChunk[] splitAt(int i) {
         if (i < 1 || i >= this.getTextElements().size()) {
             throw new IllegalArgumentException();
         }
-        
-        TextChunk[] rv = new TextChunk[] {
+
+        TextChunk[] rv = new TextChunk[]{
                 new TextChunk(this.getTextElements().subList(0, i)),
                 new TextChunk(this.getTextElements().subList(i, this.getTextElements().size()))
         };
         return rv;
     }
-    
+
     /**
      * Removes runs of identical TextElements in this TextChunk
      * For example, if the TextChunk contains this string of characters: "1234xxxxx56xx"
@@ -261,20 +259,25 @@ public List<TextChunk> squeeze(Character c, int minRunLength) {
         int subSequenceLength = 0, subSequenceStart = 0;
         TextChunk[] t;
         List<TextChunk> rv = new ArrayList<TextChunk>();
-        
+
         for (int i = 0; i < this.getTextElements().size(); i++) {
             TextElement textElement = this.getTextElements().get(i);
-            currentChar = textElement.getText().charAt(0); 
+            String text = textElement.getText();
+            if (text.length() > 1) {
+                currentChar = text.trim().charAt(0);
+            } else {
+                currentChar = text.charAt(0);
+            }
+
+
             if (lastChar != null && currentChar.equals(c) && lastChar.equals(currentChar)) {
                 subSequenceLength++;
-            }
-            else {
+            } else {
                 if (((lastChar != null && !lastChar.equals(currentChar)) || i + 1 == this.getTextElements().size()) && subSequenceLength >= minRunLength) {
 
                     if (subSequenceStart == 0 && subSequenceLength <= this.getTextElements().size() - 1) {
                         t = this.splitAt(subSequenceLength);
-                    }
-                    else {
+                    } else {
                         t = this.splitAt(subSequenceStart);
                         rv.add(t[0]);
                     }
@@ -287,51 +290,49 @@ public List<TextChunk> squeeze(Character c, int minRunLength) {
             }
             lastChar = currentChar;
         }
-        
-        
+
+
         if (rv.isEmpty()) { // no splits occurred, hence this.squeeze() == [this]
             if (subSequenceLength >= minRunLength && subSequenceLength < this.textElements.size()) {
-                TextChunk[] chunks = this.splitAt(subSequenceStart); 
+                TextChunk[] chunks = this.splitAt(subSequenceStart);
                 rv.add(chunks[0]);
-            }
-            else {
+            } else {
                 rv.add(this);
             }
         }
-        
+
         return rv;
 
     }
-    
-    
-    
+
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = super.hashCode();
+        result = prime * result
+                + ((textElements == null) ? 0 : textElements.hashCode());
+        return result;
+    }
+
     @Override
-	public int hashCode() {
-		final int prime = 31;
-		int result = super.hashCode();
-		result = prime * result
-				+ ((textElements == null) ? 0 : textElements.hashCode());
-		return result;
-	}
-
-	@Override
-	public boolean equals(Object obj) {
-		if (this == obj)
-			return true;
-		if (!super.equals(obj))
-			return false;
-		if (getClass() != obj.getClass())
-			return false;
-		TextChunk other = (TextChunk) obj;
-		if (textElements == null) {
-			if (other.textElements != null)
-				return false;
-		} else if (!textElements.equals(other.textElements))
-			return false;
-		return true;
-	}
-
-	public static boolean allSameChar(List<TextChunk> textChunks) {
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (!super.equals(obj))
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        TextChunk other = (TextChunk) obj;
+        if (textElements == null) {
+            if (other.textElements != null)
+                return false;
+        } else if (!textElements.equals(other.textElements))
+            return false;
+        return true;
+    }
+
+    public static boolean allSameChar(List<TextChunk> textChunks) {
         /* the previous, far more elegant version of this method failed when there was an empty TextChunk in textChunks.
          * so I rewrote it in an ugly way. but it works!
          * it would be good for this to get rewritten eventually
@@ -339,23 +340,23 @@ public static boolean allSameChar(List<TextChunk> textChunks) {
          * -Jeremy 5/13/2016
          */
 
-        if(textChunks.size() == 1) return false;
+        if (textChunks.size() == 1) return false;
         boolean hasHadAtLeastOneNonEmptyTextChunk = false;
         char first = '\u0000';
-        for (TextChunk tc: textChunks) {
+        for (TextChunk tc : textChunks) {
             if (tc.getText().length() == 0) {
                 continue;
             }
-            if (first == '\u0000'){
+            if (first == '\u0000') {
                 first = tc.getText().charAt(0);
-            }else{
+            } else {
                 hasHadAtLeastOneNonEmptyTextChunk = true;
                 if (!tc.isSameChar(first)) return false;
             }
         }
         return hasHadAtLeastOneNonEmptyTextChunk;
     }
-    
+
     public static List<Line> groupByLines(List<TextChunk> textChunks) {
         List<Line> lines = new ArrayList<Line>();
 
@@ -364,14 +365,14 @@ public static List<Line> groupByLines(List<TextChunk> textChunks) {
         }
 
         float bbwidth = Rectangle.boundingBoxOf(textChunks).width;
-        
+
         Line l = new Line();
         l.addTextChunk(textChunks.get(0));
         textChunks.remove(0);
         lines.add(l);
 
         Line last = lines.get(lines.size() - 1);
-        for (TextChunk te: textChunks) {
+        for (TextChunk te : textChunks) {
             if (last.verticalOverlapRatio(te) < 0.1) {
                 if (last.width / bbwidth > 0.9 && TextChunk.allSameChar(last.getTextElements())) {
                     lines.remove(lines.size() - 1);
@@ -381,17 +382,17 @@ public static List<Line> groupByLines(List<TextChunk> textChunks) {
             }
             last.addTextChunk(te);
         }
-        
+
         if (last.width / bbwidth > 0.9 && TextChunk.allSameChar(last.getTextElements())) {
             lines.remove(lines.size() - 1);
         }
-        
+
         List<Line> rv = new ArrayList<Line>(lines.size());
-        
-        for (Line line: lines) {
+
+        for (Line line : lines) {
             rv.add(Line.removeRepeatedCharacters(line, ' ', 3));
         }
-        
+
         return rv;
     }
 
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 31167390..7e58ff8d 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -15,12 +15,12 @@ public class TextElement extends Rectangle implements HasText {
     private static final float AVERAGE_CHAR_TOLERANCE = 0.3f;
 
     public TextElement(float y, float x, float width, float height,
-            PDFont font, float fontSize, String c, float widthOfSpace) {
-    	this(y, x, width, height, font, fontSize, c, widthOfSpace, 0f);
-    } 
+                       PDFont font, float fontSize, String c, float widthOfSpace) {
+        this(y, x, width, height, font, fontSize, c, widthOfSpace, 0f);
+    }
 
     public TextElement(float y, float x, float width, float height,
-            PDFont font, float fontSize, String c, float widthOfSpace, float dir) {
+                       PDFont font, float fontSize, String c, float widthOfSpace, float dir) {
         super();
         this.setRect(x, y, width, height);
         this.text = c;
@@ -49,7 +49,7 @@ public PDFont getFont() {
     public float getFontSize() {
         return fontSize;
     }
-    
+
     public String toString() {
         StringBuilder sb = new StringBuilder();
         String s = super.toString();
@@ -57,75 +57,75 @@ public String toString() {
         sb.append(String.format(",text=\"%s\"]", this.getText()));
         return sb.toString();
     }
-    
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = super.hashCode();
+        result = prime * result + java.lang.Float.floatToIntBits(dir);
+        result = prime * result + ((font == null) ? 0 : font.hashCode());
+        result = prime * result + java.lang.Float.floatToIntBits(fontSize);
+        result = prime * result + ((text == null) ? 0 : text.hashCode());
+        result = prime * result + java.lang.Float.floatToIntBits(widthOfSpace);
+        return result;
+    }
+
     @Override
-	public int hashCode() {
-		final int prime = 31;
-		int result = super.hashCode();
-		result = prime * result + java.lang.Float.floatToIntBits(dir);
-		result = prime * result + ((font == null) ? 0 : font.hashCode());
-		result = prime * result + java.lang.Float.floatToIntBits(fontSize);
-		result = prime * result + ((text == null) ? 0 : text.hashCode());
-		result = prime * result + java.lang.Float.floatToIntBits(widthOfSpace);
-		return result;
-	}
-
-	@Override
-	public boolean equals(Object obj) {
-		if (this == obj)
-			return true;
-		if (!super.equals(obj))
-			return false;
-		if (getClass() != obj.getClass())
-			return false;
-		TextElement other = (TextElement) obj;
-		if (java.lang.Float.floatToIntBits(dir) != java.lang.Float
-				.floatToIntBits(other.dir))
-			return false;
-		if (font == null) {
-			if (other.font != null)
-				return false;
-		} else if (!font.equals(other.font))
-			return false;
-		if (java.lang.Float.floatToIntBits(fontSize) != java.lang.Float
-				.floatToIntBits(other.fontSize))
-			return false;
-		if (text == null) {
-			if (other.text != null)
-				return false;
-		} else if (!text.equals(other.text))
-			return false;
-		if (java.lang.Float.floatToIntBits(widthOfSpace) != java.lang.Float
-				.floatToIntBits(other.widthOfSpace))
-			return false;
-		return true;
-	}
-
-	public static List<TextChunk> mergeWords(List<TextElement> textElements) {
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (!super.equals(obj))
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        TextElement other = (TextElement) obj;
+        if (java.lang.Float.floatToIntBits(dir) != java.lang.Float
+                .floatToIntBits(other.dir))
+            return false;
+        if (font == null) {
+            if (other.font != null)
+                return false;
+        } else if (!font.equals(other.font))
+            return false;
+        if (java.lang.Float.floatToIntBits(fontSize) != java.lang.Float
+                .floatToIntBits(other.fontSize))
+            return false;
+        if (text == null) {
+            if (other.text != null)
+                return false;
+        } else if (!text.equals(other.text))
+            return false;
+        if (java.lang.Float.floatToIntBits(widthOfSpace) != java.lang.Float
+                .floatToIntBits(other.widthOfSpace))
+            return false;
+        return true;
+    }
+
+    public static List<TextChunk> mergeWords(List<TextElement> textElements) {
         return mergeWords(textElements, new ArrayList<Ruling>());
     }
-    
+
     /**
      * heuristically merge a list of TextElement into a list of TextChunk
      * ported from from PDFBox's PDFTextStripper.writePage, with modifications.
      * Here be dragons
      */
     public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ruling> verticalRulings) {
-        
+
         List<TextChunk> textChunks = new ArrayList<TextChunk>();
-        
+
         if (textElements.isEmpty()) {
             return textChunks;
         }
-        
+
         // it's a problem that this `remove` is side-effecty
         // other things depend on `textElements` and it can sometimes lead to the first textElement in textElement
         // not appearing in the final output because it's been removed here.
         // https://github.com/tabulapdf/tabula-java/issues/78
         List<TextElement> copyOfTextElements = new ArrayList<TextElement>(textElements);
         textChunks.add(new TextChunk(copyOfTextElements.remove(0)));
-        TextChunk firstTC = textChunks.get(0); 
-        
+        TextChunk firstTC = textChunks.get(0);
+
         float previousAveCharWidth = (float) firstTC.getWidth();
         float endOfLastTextX = (float) firstTC.getRight();
         float maxYForLine = (float) firstTC.getBottom();
@@ -137,21 +137,21 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
         TextElement sp, prevChar;
         TextChunk currentChunk;
         boolean sameLine, acrossVerticalRuling;
-        
+
         for (TextElement chr : copyOfTextElements) {
             currentChunk = textChunks.get(textChunks.size() - 1);
             prevChar = currentChunk.textElements.get(currentChunk.textElements.size() - 1);
-            
+
             // if same char AND overlapped, skip
             if ((chr.getText().equals(prevChar.getText())) && (prevChar.overlapRatio(chr) > 0.5)) {
                 continue;
             }
-            
+
             // if chr is a space that overlaps with prevChar, skip
             if (chr.getText().equals(" ") && Utils.feq(prevChar.getLeft(), chr.getLeft()) && Utils.feq(prevChar.getTop(), chr.getTop())) {
                 continue;
             }
-            
+
             // Resets the average character width when we see a change in font
             // or a change in the font size
             if ((chr.getFont() != prevChar.getFont()) || !Utils.feq(chr.getFontSize(), prevChar.getFontSize())) {
@@ -160,30 +160,28 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
 
             // is there any vertical ruling that goes across chr and prevChar?
             acrossVerticalRuling = false;
-            for (Ruling r: verticalRulings) {
-                if (    
+            for (Ruling r : verticalRulings) {
+                if (
                         (verticallyOverlapsRuling(prevChar, r) && verticallyOverlapsRuling(chr, r)) &&
-                        (prevChar.x < r.getPosition() && chr.x > r.getPosition()) || (prevChar.x > r.getPosition() && chr.x < r.getPosition())
-                    ) {
+                                (prevChar.x < r.getPosition() && chr.x > r.getPosition()) || (prevChar.x > r.getPosition() && chr.x < r.getPosition())
+                        ) {
                     acrossVerticalRuling = true;
                     break;
                 }
-            } 
-            
+            }
+
             // Estimate the expected width of the space based on the
             // space character with some margin.
             wordSpacing = chr.getWidthOfSpace();
             deltaSpace = 0;
             if (java.lang.Float.isNaN(wordSpacing) || wordSpacing == 0) {
                 deltaSpace = java.lang.Float.MAX_VALUE;
-            }
-            else if (lastWordSpacing < 0) {
+            } else if (lastWordSpacing < 0) {
                 deltaSpace = wordSpacing * 0.5f; // 0.5 == spacing tolerance
-            }
-            else {
+            } else {
                 deltaSpace = ((wordSpacing + lastWordSpacing) / 2.0f) * 0.5f;
             }
-            
+
             // Estimate the expected width of the space based on the
             // average character width with some margin. This calculation does not
             // make a true average (average of averages) but we found that it gave the
@@ -191,20 +189,19 @@ else if (lastWordSpacing < 0) {
             // .3 worked well.
             if (previousAveCharWidth < 0) {
                 averageCharWidth = (float) (chr.getWidth() / chr.getText().length());
-            }
-            else {
+            } else {
                 averageCharWidth = (float) ((previousAveCharWidth + (chr.getWidth() / chr.getText().length())) / 2.0f);
             }
             deltaCharWidth = averageCharWidth * AVERAGE_CHAR_TOLERANCE;
-            
+
             // Compares the values obtained by the average method and the wordSpacing method and picks
             // the smaller number.
             expectedStartOfNextWordX = -java.lang.Float.MAX_VALUE;
-            
+
             if (endOfLastTextX != -1) {
                 expectedStartOfNextWordX = endOfLastTextX + Math.min(deltaCharWidth, deltaSpace);
             }
-            
+
             // new line?
             sameLine = true;
             if (!Utils.overlap((float) chr.getBottom(), chr.height, maxYForLine, maxHeightForLine)) {
@@ -215,15 +212,15 @@ else if (lastWordSpacing < 0) {
                 minYTopForLine = java.lang.Float.MAX_VALUE;
                 sameLine = false;
             }
-            
+
             endOfLastTextX = (float) chr.getRight();
-            
+
             // should we add a space?
             if (!acrossVerticalRuling &&
-                sameLine &&
-                expectedStartOfNextWordX < chr.getLeft() && 
-                !prevChar.getText().endsWith(" ")) {
-                
+                    sameLine &&
+                    expectedStartOfNextWordX < chr.getLeft() &&
+                    !prevChar.getText().endsWith(" ")) {
+
                 sp = new TextElement((float) prevChar.getTop(),
                         (float) prevChar.getLeft(),
                         (float) (expectedStartOfNextWordX - prevChar.getLeft()),
@@ -232,13 +229,12 @@ else if (lastWordSpacing < 0) {
                         prevChar.getFontSize(),
                         " ",
                         prevChar.getWidthOfSpace());
-                
+
                 currentChunk.add(sp);
-            }
-            else {
+            } else {
                 sp = null;
             }
-            
+
             maxYForLine = (float) Math.max(chr.getBottom(), maxYForLine);
             maxHeightForLine = (float) Math.max(maxHeightForLine, chr.getHeight());
             minYTopForLine = (float) Math.min(minYTopForLine, chr.getTop());
@@ -246,42 +242,32 @@ else if (lastWordSpacing < 0) {
             dist = (float) (chr.getLeft() - (sp != null ? sp.getRight() : prevChar.getRight()));
 
             if (!acrossVerticalRuling &&
-                sameLine &&
-                (dist < 0 ? currentChunk.verticallyOverlaps(chr) : dist < wordSpacing)) {
+                    sameLine &&
+                    (dist < 0 ? currentChunk.verticallyOverlaps(chr) : dist < wordSpacing)) {
                 currentChunk.add(chr);
+            } else { // create a new chunk
+                textChunks.add(new TextChunk(chr));
             }
-            else { // create a new chunk
-               textChunks.add(new TextChunk(chr));
-            }
-            
+
             lastWordSpacing = wordSpacing;
             previousAveCharWidth = (float) (sp != null ? (averageCharWidth + sp.getWidth()) / 2.0f : averageCharWidth);
         }
 
-        // System.out.println("before grouping");
-        // for(TextChunk q : textChunks){
-        //     System.out.println("'" + q.getText() + "'");
-        // }
 
         List<TextChunk> textChunksSeparatedByDirectionality = new ArrayList<TextChunk>();
         // count up characters by directionality
         for (TextChunk chunk : textChunks) {
             // choose the dominant direction
-            // System.out.println("beforegrouping: '" + chunk.getText() + "'");
             boolean isLtrDominant = chunk.isLtrDominant() != -1; // treat neutral as LTR
             TextChunk dirChunk = chunk.groupByDirectionality(isLtrDominant);
-            textChunksSeparatedByDirectionality.add( dirChunk );
+            textChunksSeparatedByDirectionality.add(dirChunk);
         }
-        // System.out.println("after grouping");
-        // for(TextChunk q : textChunksSeparatedByDirectionality){
-        //     System.out.println("after grouping: '" + q.getText() + "'");
-        // }
+
         return textChunksSeparatedByDirectionality;
     }
-    
+
     private static boolean verticallyOverlapsRuling(TextElement te, Ruling r) {
-        // Utils.overlap(prevChar.getTop(), prevChar.getHeight(), r.getY1(), r.getY2() - r.getY1())
         return Math.max(0, Math.min(te.getBottom(), r.getY2()) - Math.max(te.getTop(), r.getY1())) > 0;
     }
-    
+
 }
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 6a71d094..1f04a4c2 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -4,13 +4,18 @@
 import java.awt.geom.Line2D;
 import java.awt.geom.Point2D;
 import java.awt.geom.Rectangle2D;
+import java.awt.image.BufferedImage;
+import java.io.IOException;
 import java.math.BigDecimal;
 import java.util.*;
 
 import org.apache.commons.cli.ParseException;
+import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.rendering.ImageType;
+import org.apache.pdfbox.rendering.PDFRenderer;
 
 /**
- *
  * @author manuel
  */
 public class Utils {
@@ -19,7 +24,7 @@ public static boolean within(double first, double second, double variance) {
     }
 
     public static boolean overlap(double y1, double height1, double y2, double height2, double variance) {
-        return within( y1, y2, variance) || (y2 <= y1 && y2 >= y1 - height1) || (y1 <= y2 && y1 >= y2-height2);
+        return within(y1, y2, variance) || (y2 <= y1 && y2 >= y1 - height1) || (y1 <= y2 && y1 >= y2 - height2);
     }
 
     public static boolean overlap(double y1, double height1, double y2, double height2) {
@@ -86,17 +91,15 @@ public static boolean isNumeric(final CharSequence cs) {
         return true;
     }
 
-    public static String join(String glue, String...s) {
+    public static String join(String glue, String... s) {
         int k = s.length;
-        if ( k == 0 )
-        {
-          return null;
+        if (k == 0) {
+            return null;
         }
         StringBuilder out = new StringBuilder();
-        out.append( s[0] );
-        for ( int x=1; x < k; ++x )
-        {
-          out.append(glue).append(s[x]);
+        out.append(s[0]);
+        for (int x = 1; x < k; ++x) {
+            out.append(glue).append(s[x]);
         }
         return out.toString();
     }
@@ -121,8 +124,7 @@ public static <T> List<List<T>> transpose(List<List<T>> table) {
     public static <T extends Comparable<? super T>> void sort(List<T> list) {
         if (useQuickSort) {
             QuickSort.sort(list);
-        }
-        else {
+        } else {
             Collections.sort(list);
         }
     }
@@ -134,16 +136,16 @@ private static boolean useCustomQuickSort() {
         // workaround to the transitivity issue of TextPositionComparator:
         // https://issues.apache.org/jira/browse/PDFBOX-1512
 
-        String numberybits =  System.getProperty("java.version").split(
+        String numberybits = System.getProperty("java.version").split(
                 "-")[0]; // some Java version strings are 9-internal, which is dumb.
         String[] versionComponents = numberybits.split(
                 "\\.");
         int javaMajorVersion;
         int javaMinorVersion;
-        if(versionComponents.length >= 2){
+        if (versionComponents.length >= 2) {
             javaMajorVersion = Integer.parseInt(versionComponents[0]);
             javaMinorVersion = Integer.parseInt(versionComponents[1]);
-        }else{
+        } else {
             javaMajorVersion = 1;
             javaMinorVersion = Integer.parseInt(versionComponents[0]);
         }
@@ -153,7 +155,6 @@ private static boolean useCustomQuickSort() {
     }
 
 
-
     public static List<Integer> parsePagesOption(String pagesSpec) throws ParseException {
         if (pagesSpec.equals("all")) {
             return null;
@@ -170,14 +171,13 @@ public static List<Integer> parsePagesOption(String pagesSpec) throws ParseExcep
 
             if (r.length < 2) {
                 rv.add(Integer.parseInt(r[0]));
-            }
-            else {
+            } else {
                 int t = Integer.parseInt(r[0]);
                 int f = Integer.parseInt(r[1]);
                 if (t > f) {
                     throw new ParseException("Syntax error in page range specification");
                 }
-                rv.addAll(Utils.range(t, f+1));
+                rv.addAll(Utils.range(t, f + 1));
             }
         }
 
@@ -190,10 +190,10 @@ public static void snapPoints(List<? extends Line2D.Float> rulings, float xThres
         // collect points and keep a Line -> p1,p2 map
         Map<Line2D.Float, Point2D[]> linesToPoints = new HashMap<Line2D.Float, Point2D[]>();
         List<Point2D> points = new ArrayList<Point2D>();
-        for (Line2D.Float r: rulings) {
+        for (Line2D.Float r : rulings) {
             Point2D p1 = r.getP1();
             Point2D p2 = r.getP2();
-            linesToPoints.put(r, new Point2D[] { p1, p2 });
+            linesToPoints.put(r, new Point2D[]{p1, p2});
             points.add(p1);
             points.add(p2);
         }
@@ -207,25 +207,24 @@ public int compare(Point2D arg0, Point2D arg1) {
         });
 
         List<List<Point2D>> groupedPoints = new ArrayList<List<Point2D>>();
-        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { points.get(0) })));
+        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{points.get(0)})));
 
-        for (Point2D p: points.subList(1, points.size() - 1)) {
+        for (Point2D p : points.subList(1, points.size() - 1)) {
             List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
             if (Math.abs(p.getX() - last.get(0).getX()) < xThreshold) {
                 groupedPoints.get(groupedPoints.size() - 1).add(p);
-            }
-            else {
-                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { p })));
+            } else {
+                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{p})));
             }
         }
 
-        for(List<Point2D> group: groupedPoints) {
+        for (List<Point2D> group : groupedPoints) {
             float avgLoc = 0;
-            for(Point2D p: group) {
+            for (Point2D p : group) {
                 avgLoc += p.getX();
             }
             avgLoc /= group.size();
-            for(Point2D p: group) {
+            for (Point2D p : group) {
                 p.setLocation(avgLoc, p.getY());
             }
         }
@@ -240,34 +239,48 @@ public int compare(Point2D arg0, Point2D arg1) {
         });
 
         groupedPoints = new ArrayList<List<Point2D>>();
-        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { points.get(0) })));
+        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{points.get(0)})));
 
-        for (Point2D p: points.subList(1, points.size() - 1)) {
+        for (Point2D p : points.subList(1, points.size() - 1)) {
             List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
             if (Math.abs(p.getY() - last.get(0).getY()) < yThreshold) {
                 groupedPoints.get(groupedPoints.size() - 1).add(p);
-            }
-            else {
-                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[] { p })));
+            } else {
+                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{p})));
             }
         }
 
-        for(List<Point2D> group: groupedPoints) {
+        for (List<Point2D> group : groupedPoints) {
             float avgLoc = 0;
-            for(Point2D p: group) {
+            for (Point2D p : group) {
                 avgLoc += p.getY();
             }
             avgLoc /= group.size();
-            for(Point2D p: group) {
+            for (Point2D p : group) {
                 p.setLocation(p.getX(), avgLoc);
             }
         }
         // ---
 
         // finally, modify lines
-        for(Map.Entry<Line2D.Float, Point2D[]> ltp: linesToPoints.entrySet()) {
+        for (Map.Entry<Line2D.Float, Point2D[]> ltp : linesToPoints.entrySet()) {
             Point2D[] p = ltp.getValue();
             ltp.getKey().setLine(p[0], p[1]);
         }
     }
+
+    public static BufferedImage pageConvertToImage(PDPage page, int dpi, ImageType imageType) throws IOException {
+        // Yeah, this sucks. But PDFBox 2 wants PDFRenderers to have
+        // a reference to a PDDocument (unnecessarily, IMHO)
+
+        PDDocument document = new PDDocument();
+        document.addPage(page);
+
+        PDFRenderer renderer = new PDFRenderer(document);
+
+        document.close();
+
+        return renderer.renderImageWithDPI(0, dpi, imageType);
+    }
+
 }
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index f6d808e7..ed1df566 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -39,62 +39,64 @@
 import org.apache.commons.cli.ParseException;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
-import org.apache.pdfbox.util.ImageIOUtil;
+import org.apache.pdfbox.rendering.ImageType;
+import org.apache.pdfbox.tools.imageio.ImageIOUtil;
 
 public class Debug {
-    
+
     private static final float CIRCLE_RADIUS = 5f;
-        
-    private static final Color[] COLORS = { new Color(27, 158, 119),
-            new Color(217, 95, 2), new Color(117, 112, 179),
-            new Color(231, 41, 138), new Color(102, 166, 30) };
+
+    private static final Color[] COLORS = {new Color(27, 158, 119), new Color(217, 95, 2), new Color(117, 112, 179),
+            new Color(231, 41, 138), new Color(102, 166, 30)};
 
     public static void debugIntersections(Graphics2D g, Page page) {
         int i = 0;
-        for (Point2D p: Ruling.findIntersections(page.getHorizontalRulings(), page.getVerticalRulings()).keySet()) {
+        for (Point2D p : Ruling.findIntersections(page.getHorizontalRulings(), page.getVerticalRulings()).keySet()) {
             g.setColor(COLORS[(i++) % 5]);
-            g.fill(new Ellipse2D.Float((float) p.getX() - CIRCLE_RADIUS/2f, (float) p.getY() - CIRCLE_RADIUS/2f, 5f, 5f));
+            g.fill(new Ellipse2D.Float((float) p.getX() - CIRCLE_RADIUS / 2f, (float) p.getY() - CIRCLE_RADIUS / 2f, 5f,
+                    5f));
         }
     }
-    
+
     private static void debugNonCleanRulings(Graphics2D g, Page page) {
         drawShapes(g, page.getUnprocessedRulings());
     }
-    
+
     private static void debugRulings(Graphics2D g, Page page) {
         // draw detected lines
         List<Ruling> rulings = new ArrayList<Ruling>(page.getHorizontalRulings());
         rulings.addAll(page.getVerticalRulings());
         drawShapes(g, rulings);
     }
-    
+
     private static void debugColumns(Graphics2D g, Page page) {
         List<TextChunk> textChunks = TextElement.mergeWords(page.getText());
         List<Line> lines = TextChunk.groupByLines(textChunks);
         List<Float> columns = BasicExtractionAlgorithm.columnPositions(lines);
         int i = 0;
-        for(float p: columns) {
-            Ruling r = new Ruling(new Point2D.Float(p, (float) page.getTop()), new Point2D.Float(p, (float) page.getBottom()));
+        for (float p : columns) {
+            Ruling r = new Ruling(new Point2D.Float(p, (float) page.getTop()),
+                    new Point2D.Float(p, (float) page.getBottom()));
             g.setColor(COLORS[(i++) % 5]);
             drawShape(g, r);
         }
     }
-    
+
     private static void debugCharacters(Graphics2D g, Page page) {
         drawShapes(g, page.getText());
     }
-    
+
     private static void debugTextChunks(Graphics2D g, Page page) {
         List<TextChunk> chunks = TextElement.mergeWords(page.getText(), page.getVerticalRulings());
         drawShapes(g, chunks);
     }
-    
+
     private static void debugSpreadsheets(Graphics2D g, Page page) {
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         List<? extends Table> tables = sea.extract(page);
         drawShapes(g, tables);
     }
-    
+
     private static void debugCells(Graphics2D g, Rectangle area, Page page) {
         List<Ruling> h = page.getHorizontalRulings();
         List<Ruling> v = page.getVerticalRulings();
@@ -102,7 +104,6 @@ private static void debugCells(Graphics2D g, Rectangle area, Page page) {
             h = Ruling.cropRulingsToArea(h, area);
             v = Ruling.cropRulingsToArea(v, area);
         }
-        SpreadsheetExtractionAlgorithm ea = new SpreadsheetExtractionAlgorithm();
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(h, v);
         drawShapes(g, cells);
     }
@@ -112,54 +113,56 @@ private static void debugDetectedTables(Graphics2D g, Page page) {
         List<Rectangle> tables = detectionAlgorithm.detect(page);
         drawShapes(g, tables);
     }
-    
+
     private static void drawShapes(Graphics2D g, Collection<? extends Shape> shapes, Stroke stroke) {
         int i = 0;
         g.setStroke(stroke);
-        for (Shape s: shapes) {
+        for (Shape s : shapes) {
             g.setColor(COLORS[(i++) % 5]);
             drawShape(g, s);
         }
     }
-    
+
     private static void drawShapes(Graphics2D g, Collection<? extends Shape> shapes) {
         drawShapes(g, shapes, new BasicStroke(2f));
     }
-    
+
     private static void debugProjectionProfile(Graphics2D g, Page page) {
         float horizSmoothKernel = 0, vertSmoothKernel = 0;
-        //for (Rectangle r: page.getText()) {
-        for (Rectangle r: page.getText()) {
+        // for (Rectangle r: page.getText()) {
+        for (Rectangle r : page.getText()) {
             horizSmoothKernel += r.getWidth();
             vertSmoothKernel += r.getHeight();
         }
         horizSmoothKernel /= page.getText().size();
         vertSmoothKernel /= page.getText().size();
         System.out.println("hsk: " + horizSmoothKernel + " vsk: " + vertSmoothKernel);
-        //ProjectionProfile profile = new ProjectionProfile(page, page.getText(), horizSmoothKernel, vertSmoothKernel);
-        ProjectionProfile profile = new ProjectionProfile(page, TextElement.mergeWords(page.getText(), page.getVerticalRulings()), horizSmoothKernel * 1.5f, vertSmoothKernel);
+        // ProjectionProfile profile = new ProjectionProfile(page,
+        // page.getText(), horizSmoothKernel, vertSmoothKernel);
+        ProjectionProfile profile = new ProjectionProfile(page,
+                TextElement.mergeWords(page.getText(), page.getVerticalRulings()), horizSmoothKernel * 1.5f,
+                vertSmoothKernel);
         float prec = (float) Math.pow(10, ProjectionProfile.DECIMAL_PLACES);
 
-        
         float[] hproj = profile.getHorizontalProjection();
         float[] vproj = profile.getVerticalProjection();
-        
+
         g.setStroke(new BasicStroke(1f));
         g.setColor(Color.RED);
 
         // hproj
-        //Point2D last = new Point2D.Double(page.getLeft(), page.getBottom() - hproj[0] / prec), cur;
+        // Point2D last = new Point2D.Double(page.getLeft(), page.getBottom() -
+        // hproj[0] / prec), cur;
         Point2D last = new Point2D.Double(page.getLeft(), page.getBottom()), cur;
         for (int i = 0; i < hproj.length; i++) {
             cur = new Point2D.Double(page.getLeft() + i / prec, page.getBottom() - hproj[i]);
             g.draw(new Line2D.Double(last, cur));
             last = cur;
         }
-        
+
         // hproj first derivative
         g.setColor(Color.BLUE);
-        float[] deriv = ProjectionProfile.filter(ProjectionProfile
-                .getFirstDeriv(profile.getHorizontalProjection()), 
+        float[] deriv = ProjectionProfile.filter(ProjectionProfile.getFirstDeriv(profile.getHorizontalProjection()),
                 0.01f);
         last = new Point2D.Double(page.getLeft(), page.getBottom());
         for (int i = 0; i < deriv.length; i++) {
@@ -167,7 +170,7 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
             g.draw(new Line2D.Double(last, cur));
             last = cur;
         }
-        
+
         // columns
         g.setColor(Color.MAGENTA);
         g.setStroke(new BasicStroke(1f));
@@ -176,7 +179,7 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
             float x = (float) (page.getLeft() + seps[i]);
             g.draw(new Line2D.Double(x, page.getTop(), x, page.getBottom()));
         }
-        
+
         // vproj
         g.setStroke(new BasicStroke(1f));
         g.setColor(Color.GREEN);
@@ -186,7 +189,7 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
             g.draw(new Line2D.Double(last, cur));
             last = cur;
         }
-        
+
         // vproj first derivative
         g.setColor(new Color(0, 0, 1, 0.5f));
         deriv = ProjectionProfile.filter(ProjectionProfile.getFirstDeriv(vproj), 0.1f);
@@ -196,7 +199,7 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
             g.draw(new Line2D.Double(last, cur));
             last = cur;
         }
-        
+
         // rows
         g.setStroke(new BasicStroke(1.5f));
         seps = profile.findHorizontalSeparators(vertSmoothKernel);
@@ -204,38 +207,35 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
             float y = (float) (page.getTop() + seps[i]);
             g.draw(new Line2D.Double(page.getLeft(), y, page.getRight(), y));
         }
-        
+
     }
-    
+
     private static void drawShape(Graphics2D g, Shape shape) {
         //g.setStroke(new BasicStroke(1));
         g.draw(shape);
     }
 
     public static void renderPage(String pdfPath, String outPath, int pageNumber, Rectangle area,
-            boolean drawTextChunks, boolean drawSpreadsheets, boolean drawRulings, boolean drawIntersections,
-            boolean drawColumns, boolean drawCharacters, boolean drawArea, boolean drawCells, 
-            boolean drawUnprocessedRulings, boolean drawProjectionProfile, boolean drawClippingPaths,
-            boolean drawDetectedTables) throws IOException {
-        PDDocument document = PDDocument.load(pdfPath);
-        
-        ObjectExtractor oe = new ObjectExtractor(document, true);
-        
+                                  boolean drawTextChunks, boolean drawSpreadsheets, boolean drawRulings, boolean drawIntersections,
+                                  boolean drawColumns, boolean drawCharacters, boolean drawArea, boolean drawCells,
+                                  boolean drawUnprocessedRulings, boolean drawProjectionProfile, boolean drawClippingPaths,
+                                  boolean drawDetectedTables) throws IOException {
+        PDDocument document = PDDocument.load(new File(pdfPath));
+
+        ObjectExtractor oe = new ObjectExtractor(document);
+
         Page page = oe.extract(pageNumber + 1);
-        
+
         if (area != null) {
             page = page.getArea(area);
         }
-        
-        PDPage p = (PDPage) document.getDocumentCatalog().getAllPages().get(pageNumber);
-        
-//        PDFRenderer renderer = new PDFRenderer(document);
-//        BufferedImage image = renderer.renderImage(pageNumber);
-        
-        BufferedImage image = p.convertToImage(BufferedImage.TYPE_INT_RGB, 72);
-        
+
+        PDPage p = (PDPage) document.getPage(pageNumber);
+
+        BufferedImage image = Utils.pageConvertToImage(p, 72, ImageType.RGB);
+
         Graphics2D g = (Graphics2D) image.getGraphics();
-        
+
         if (drawTextChunks) {
             debugTextChunks(g, page);
         }
@@ -268,21 +268,23 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
             debugProjectionProfile(g, page);
         }
         if (drawClippingPaths) {
-            drawShapes(g, oe.clippingPaths, new BasicStroke(2f, BasicStroke.CAP_BUTT, BasicStroke.JOIN_MITER, 10f, new float[] { 3f }, 0f));
+            // TODO: Enable when oe.clippingPaths is done
+            //drawShapes(g, oe.clippingPaths,
+            //		new BasicStroke(2f, BasicStroke.CAP_BUTT, BasicStroke.JOIN_MITER, 10f, new float[] { 3f }, 0f));
         }
         if (drawDetectedTables) {
             debugDetectedTables(g, page);
         }
 
         document.close();
-        
+
         ImageIOUtil.writeImage(image, outPath, 72);
     }
-    
+
     @SuppressWarnings("static-access")
     private static Options buildOptions() {
         Options o = new Options();
-        
+
         o.addOption("h", "help", false, "Print this help text.");
         o.addOption("r", "rulings", false, "Show detected rulings.");
         o.addOption("i", "intersections", false, "Show intersections between rulings.");
@@ -298,50 +300,46 @@ private static Options buildOptions() {
         o.addOption("d", "detected-tables", false, "Show detected tables");
 
         o.addOption(OptionBuilder.withLongOpt("area")
-                .withDescription("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
-                .hasArg()
-                .withArgName("AREA")
-                .create("a"));
+                .withDescription(
+                        "Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
+                .hasArg().withArgName("AREA").create("a"));
         o.addOption(OptionBuilder.withLongOpt("pages")
-                .withDescription("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
-                .hasArg()
-                .withArgName("PAGES")
-                .create("p"));
+                .withDescription(
+                        "Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
+                .hasArg().withArgName("PAGES").create("p"));
         return o;
     }
-   
-    
+
     public static void main(String[] args) throws IOException {
         CommandLineParser parser = new GnuParser();
         try {
             // parse the command line arguments
-            CommandLine line = parser.parse(buildOptions(), args );
+            CommandLine line = parser.parse(buildOptions(), args);
             List<Integer> pages = new ArrayList<Integer>();
             if (line.hasOption('p')) {
                 pages = Utils.parsePagesOption(line.getOptionValue('p'));
-            }
-            else {
+            } else {
                 pages.add(1);
             }
-            
+
             if (line.hasOption('h')) {
                 printHelp();
                 System.exit(0);
             }
-            
+
             if (line.getArgs().length != 1) {
                 throw new ParseException("Need one filename\nTry --help for help");
             }
-            
+
             File pdfFile = new File(line.getArgs()[0]);
             if (!pdfFile.exists()) {
                 throw new ParseException("File does not exist");
             }
-            
+
             if (line.hasOption('g') && !line.hasOption('a')) {
                 throw new ParseException("-g argument needs an area (-a)");
             }
-            
+
             Rectangle area = null;
             if (line.hasOption('a')) {
                 List<Float> f = CommandLineApp.parseFloatList(line.getOptionValue('a'));
@@ -353,7 +351,7 @@ public static void main(String[] args) throws IOException {
 
             if (pages == null) {
                 // user specified all pages
-                PDDocument document = PDDocument.load(pdfFile.getAbsolutePath());
+                PDDocument document = PDDocument.load(pdfFile);
 
                 int numPages = document.getNumberOfPages();
                 pages = new ArrayList<Integer>(numPages);
@@ -364,39 +362,26 @@ public static void main(String[] args) throws IOException {
 
                 document.close();
             }
-            
-            for (int i: pages) {
+
+            for (int i : pages) {
                 renderPage(pdfFile.getAbsolutePath(),
-                           new File(pdfFile.getParent(), removeExtension(pdfFile.getName()) + "-" + (i) + ".jpg").getAbsolutePath(),
-                           i-1,
-                           area,
-                           line.hasOption('t'),
-                           line.hasOption('s'),
-                           line.hasOption('r'), 
-                           line.hasOption('i'),
-                           line.hasOption('c'),
-                           line.hasOption('e'),
-                           line.hasOption('g'),
-                           line.hasOption('l'),
-                           line.hasOption('u'),
-                           line.hasOption('f'),
-                           line.hasOption('n'),
-                           line.hasOption('d'));
+                        new File(pdfFile.getParent(), removeExtension(pdfFile.getName()) + "-" + (i) + ".jpg")
+                                .getAbsolutePath(),
+                        i - 1, area, line.hasOption('t'), line.hasOption('s'), line.hasOption('r'), line.hasOption('i'),
+                        line.hasOption('c'), line.hasOption('e'), line.hasOption('g'), line.hasOption('l'),
+                        line.hasOption('u'), line.hasOption('f'), line.hasOption('n'), line.hasOption('d'));
             }
-        }
-        catch (ParseException e) {
+        } catch (ParseException e) {
             System.err.println("Error: " + e.getMessage());
             System.exit(1);
-        } 
+        }
     }
-    
-    
 
     private static void printHelp() {
         HelpFormatter formatter = new HelpFormatter();
         formatter.printHelp("tabula-debug", "Generate debugging images", buildOptions(), "", true);
     }
-    
+
     private static String removeExtension(String s) {
 
         String separator = System.getProperty("file.separator");
@@ -417,8 +402,4 @@ private static String removeExtension(String s) {
 
         return filename.substring(0, extensionIndex);
     }
-    
-    
-    
-    
 }
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index a19669bf..69f50c9d 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -1,26 +1,42 @@
 package technology.tabula.detectors;
 
+import java.awt.geom.Line2D;
+import java.awt.geom.Point2D;
+import java.awt.image.BufferedImage;
+import java.awt.image.Raster;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeSet;
+
+import org.apache.pdfbox.contentstream.operator.Operator;
+import org.apache.pdfbox.cos.COSName;
 import org.apache.pdfbox.pdfparser.PDFStreamParser;
 import org.apache.pdfbox.pdfwriter.ContentStreamWriter;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.common.PDStream;
-import org.apache.pdfbox.util.PDFOperator;
-import technology.tabula.*;
+import org.apache.pdfbox.rendering.ImageType;
+
+import technology.tabula.Line;
+import technology.tabula.Page;
 import technology.tabula.Rectangle;
+import technology.tabula.Ruling;
+import technology.tabula.TextChunk;
+import technology.tabula.TextElement;
+import technology.tabula.Utils;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
-import java.awt.geom.Line2D;
-import java.awt.geom.Point2D;
-import java.awt.image.BufferedImage;
-import java.awt.image.Raster;
-import java.io.IOException;
-import java.util.*;
-import java.util.List;
-
 /**
  * Created by matt on 2015-12-17.
- *
+ * <p>
  * Attempt at an implementation of the table finding algorithm described by
  * Anssi Nurminen's master's thesis:
  * http://dspace.cc.tut.fi/dpub/bitstream/handle/123456789/21520/Nurminen.pdf?sequence=3
@@ -90,7 +106,7 @@ public List<Rectangle> detect(Page page) {
         BufferedImage image;
         PDPage pdfPage = page.getPDPage();
         try {
-            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+            image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
         } catch (IOException e) {
             return new ArrayList<Rectangle>();
         }
@@ -98,11 +114,21 @@ public List<Rectangle> detect(Page page) {
         List<Ruling> horizontalRulings = this.getHorizontalRulings(image);
 
         // now check the page for vertical lines, but remove the text first to make things less confusing
+        PDDocument removeTextDocument = null;
         try {
-            this.removeText(pdfPage);
-            image = pdfPage.convertToImage(BufferedImage.TYPE_BYTE_GRAY, 144);
+            removeTextDocument = this.removeText(pdfPage);
+            image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
         } catch (Exception e) {
             return new ArrayList<Rectangle>();
+        } finally {
+            if (removeTextDocument != null) {
+                try {
+                    removeTextDocument.close();
+                } catch (IOException e) {
+                    // TODO Auto-generated catch block
+                    e.printStackTrace();
+                }
+            }
         }
 
         List<Ruling> verticalRulings = this.getVerticalRulings(image);
@@ -119,7 +145,7 @@ public List<Rectangle> detect(Page page) {
 
             // normalize the rulings to make sure snapping didn't create any wacky non-horizontal/vertical rulings
             for (List<Ruling> rulings : Arrays.asList(horizontalRulings, verticalRulings)) {
-                for (Iterator<Ruling> iterator = rulings.iterator(); iterator.hasNext();) {
+                for (Iterator<Ruling> iterator = rulings.iterator(); iterator.hasNext(); ) {
                     Ruling ruling = iterator.next();
 
                     ruling.normalize();
@@ -150,8 +176,8 @@ public List<Rectangle> detect(Page page) {
                 if (verticalRuling.intersects(tableArea) &&
                         !(tableArea.contains(verticalRuling.getP1()) && tableArea.contains(verticalRuling.getP2()))) {
 
-                    tableArea.setTop((float)Math.floor(Math.min(tableArea.getTop(), verticalRuling.getY1())));
-                    tableArea.setBottom((float)Math.ceil(Math.max(tableArea.getBottom(), verticalRuling.getY2())));
+                    tableArea.setTop((float) Math.floor(Math.min(tableArea.getTop(), verticalRuling.getY1())));
+                    tableArea.setBottom((float) Math.ceil(Math.max(tableArea.getBottom(), verticalRuling.getY2())));
                     break;
                 }
             }
@@ -160,18 +186,18 @@ public List<Rectangle> detect(Page page) {
         // the tabula Page coordinate space is half the size of the PDFBox image coordinate space
         // so halve the table area size before proceeding and add a bit of padding to make sure we capture everything
         for (Rectangle area : tableAreas) {
-            area.x = (float)Math.floor(area.x/2) - TABLE_PADDING_AMOUNT;
-            area.y = (float)Math.floor(area.y/2) - TABLE_PADDING_AMOUNT;
-            area.width = (float)Math.ceil(area.width/2) + TABLE_PADDING_AMOUNT;
-            area.height = (float)Math.ceil(area.height/2) + TABLE_PADDING_AMOUNT;
+            area.x = (float) Math.floor(area.x / 2) - TABLE_PADDING_AMOUNT;
+            area.y = (float) Math.floor(area.y / 2) - TABLE_PADDING_AMOUNT;
+            area.width = (float) Math.ceil(area.width / 2) + TABLE_PADDING_AMOUNT;
+            area.height = (float) Math.ceil(area.height / 2) + TABLE_PADDING_AMOUNT;
         }
 
         // we're going to want halved horizontal lines later too
         for (Line2D.Float ruling : horizontalRulings) {
-            ruling.x1 = ruling.x1/2;
-            ruling.y1 = ruling.y1/2;
-            ruling.x2 = ruling.x2/2;
-            ruling.y2 = ruling.y2/2;
+            ruling.x1 = ruling.x1 / 2;
+            ruling.y1 = ruling.y1 / 2;
+            ruling.x2 = ruling.x2 / 2;
+            ruling.y2 = ruling.y2 / 2;
         }
 
         // now look at text rows to help us find more tables and flesh out existing ones
@@ -182,14 +208,14 @@ public List<Rectangle> detect(Page page) {
         for (Line textRow : lines) {
             for (Rectangle tableArea : tableAreas) {
                 if (!tableArea.contains(textRow) && textRow.intersects(tableArea)) {
-                    tableArea.setLeft((float)Math.floor(Math.min(textRow.getLeft(), tableArea.getLeft())));
-                    tableArea.setRight((float)Math.ceil(Math.max(textRow.getRight(), tableArea.getRight())));
+                    tableArea.setLeft((float) Math.floor(Math.min(textRow.getLeft(), tableArea.getLeft())));
+                    tableArea.setRight((float) Math.ceil(Math.max(textRow.getRight(), tableArea.getRight())));
                 }
             }
         }
 
         // get rid of tables that DO NOT intersect any text areas - these are likely graphs or some sort of graphic
-        for (Iterator<Rectangle> iterator = tableAreas.iterator(); iterator.hasNext();) {
+        for (Iterator<Rectangle> iterator = tableAreas.iterator(); iterator.hasNext(); ) {
             Rectangle table = iterator.next();
 
             boolean intersectsText = false;
@@ -219,7 +245,7 @@ public List<Rectangle> detect(Page page) {
             foundTable = false;
 
             // get rid of any text lines contained within existing tables, this allows us to find more tables
-            for (Iterator<Line> iterator = lines.iterator(); iterator.hasNext();) {
+            for (Iterator<Line> iterator = lines.iterator(); iterator.hasNext(); ) {
                 Line textRow = iterator.next();
                 for (Rectangle table : tableAreas) {
                     if (table.contains(textRow)) {
@@ -241,7 +267,7 @@ public List<Rectangle> detect(Page page) {
             // we found something relevant so let's look for rows that fit our criteria
             if (relevantEdgeInfo.edgeType != -1) {
                 List<TextEdge> relevantEdges = null;
-                switch(relevantEdgeInfo.edgeType) {
+                switch (relevantEdgeInfo.edgeType) {
                     case TextEdge.LEFT:
                         relevantEdges = leftTextEdges;
                         break;
@@ -275,6 +301,10 @@ public int compare(Rectangle o1, Rectangle o2) {
                     return 0;
                 }
 
+                if (o1.contains(o2)) {
+                    return 0;
+                }
+
                 // otherwise see if these tables are "mostly" the same
                 float overlap = o1.overlapRatio(o2);
                 if (overlap >= IDENTICAL_TABLE_OVERLAP_RATIO) {
@@ -388,12 +418,12 @@ private Rectangle getTableFromText(List<Line> lines,
                 continue;
             }
 
-            float distanceFromTable = (float)ruling.getY1() - table.getBottom();
+            float distanceFromTable = (float) ruling.getY1() - table.getBottom();
             if (distanceFromTable <= rowHeightThreshold) {
                 // use this ruling to help define the table
-                table.setBottom((float)Math.max(table.getBottom(), ruling.getY1()));
-                table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
-                table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+                table.setBottom((float) Math.max(table.getBottom(), ruling.getY1()));
+                table.setLeft((float) Math.min(table.getLeft(), ruling.getX1()));
+                table.setRight((float) Math.max(table.getRight(), ruling.getX2()));
             } else {
                 // no use checking any further
                 break;
@@ -402,30 +432,30 @@ private Rectangle getTableFromText(List<Line> lines,
 
         // do the same for lines at the top, but make the threshold greater since table headings tend to be
         // larger to fit up to three-ish rows of text (at least but we don't want to grab too much)
-        rowHeightThreshold = avgRowHeight * 3.5f;
+        rowHeightThreshold = avgRowHeight * 3.8f;
 
-        for (int i=horizontalRulings.size() - 1; i>=0; i--) {
+        for (int i = horizontalRulings.size() - 1; i >= 0; i--) {
             Line2D.Float ruling = horizontalRulings.get(i);
 
             if (ruling.getY1() > table.getTop()) {
                 continue;
             }
 
-            float distanceFromTable = table.getTop() - (float)ruling.getY1();
+            float distanceFromTable = table.getTop() - (float) ruling.getY1();
             if (distanceFromTable <= rowHeightThreshold) {
-                table.setTop((float)Math.min(table.getTop(), ruling.getY1()));
-                table.setLeft((float)Math.min(table.getLeft(), ruling.getX1()));
-                table.setRight((float)Math.max(table.getRight(), ruling.getX2()));
+                table.setTop((float) Math.min(table.getTop(), ruling.getY1()));
+                table.setLeft((float) Math.min(table.getLeft(), ruling.getX1()));
+                table.setRight((float) Math.max(table.getRight(), ruling.getX2()));
             } else {
                 break;
             }
         }
 
         // add a bit of padding since the halved horizontal lines are a little fuzzy anyways
-        table.setTop((float)Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
-        table.setBottom((float)Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
-        table.setLeft((float)Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
-        table.setRight((float)Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
+        table.setTop((float) Math.floor(table.getTop()) - TABLE_PADDING_AMOUNT);
+        table.setBottom((float) Math.ceil(table.getBottom()) + TABLE_PADDING_AMOUNT);
+        table.setLeft((float) Math.floor(table.getLeft()) - TABLE_PADDING_AMOUNT);
+        table.setRight((float) Math.ceil(table.getRight()) + TABLE_PADDING_AMOUNT);
 
         return table;
     }
@@ -454,7 +484,7 @@ private RelevantEdges getRelevantEdges(TextEdges textEdges, List<Line> lines) {
         // we'll only take a minimum of two edges to look for tables
         int relevantEdgeType = -1;
         int relevantEdgeCount = 0;
-        for (int i=edgeCountsPerLine.length - 1; i>2; i--) {
+        for (int i = edgeCountsPerLine.length - 1; i > 2; i--) {
             if (edgeCountsPerLine[i][TextEdge.LEFT] > 2 &&
                     edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.RIGHT] &&
                     edgeCountsPerLine[i][TextEdge.LEFT] >= edgeCountsPerLine[i][TextEdge.MID]) {
@@ -497,9 +527,9 @@ private TextEdges getTextEdges(List<Line> lines) {
 
         for (Line textRow : lines) {
             for (TextChunk text : textRow.getTextElements()) {
-                Integer left = new Integer((int)Math.floor(text.getLeft()));
-                Integer right = new Integer((int)Math.floor(text.getRight()));
-                Integer mid = new Integer(left + ((right - left)/2));
+                Integer left = new Integer((int) Math.floor(text.getLeft()));
+                Integer right = new Integer((int) Math.floor(text.getRight()));
+                Integer mid = new Integer(left + ((right - left) / 2));
 
                 // first put this chunk into any edge buckets it belongs to
                 List<TextChunk> leftEdge = currLeftEdges.get(left);
@@ -524,7 +554,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                 rightEdge.add(text);
 
                 // now see if this text chunk blows up any other edges
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext();) {
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext(); ) {
                     Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
                     Integer key = entry.getKey();
                     if (key > left && key < right) {
@@ -542,7 +572,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                     }
                 }
 
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currMidEdges.entrySet().iterator(); iterator.hasNext();) {
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currMidEdges.entrySet().iterator(); iterator.hasNext(); ) {
                     Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
                     Integer key = entry.getKey();
                     if (key > left && key < right && Math.abs(key - mid) > 2) {
@@ -560,7 +590,7 @@ private TextEdges getTextEdges(List<Line> lines) {
                     }
                 }
 
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currRightEdges.entrySet().iterator(); iterator.hasNext();) {
+                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currRightEdges.entrySet().iterator(); iterator.hasNext(); ) {
                     Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
                     Integer key = entry.getKey();
                     if (key > left && key < right) {
@@ -634,8 +664,8 @@ private List<Rectangle> getTableAreasFromCells(List<? extends Rectangle> cells)
                     Point2D[] groupCellCorners = groupCell.getPoints();
                     Point2D[] candidateCorners = cell.getPoints();
 
-                    for (int i=0; i<candidateCorners.length; i++) {
-                        for (int j=0; j<groupCellCorners.length; j++) {
+                    for (int i = 0; i < candidateCorners.length; i++) {
+                        for (int j = 0; j < groupCellCorners.length; j++) {
                             if (candidateCorners[i].distance(groupCellCorners[j]) < CELL_CORNER_DISTANCE_MAXIMUM) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
@@ -689,13 +719,13 @@ private List<Ruling> getHorizontalRulings(BufferedImage image) {
         int width = r.getWidth();
         int height = r.getHeight();
 
-        for (int x=0; x<width; x++) {
+        for (int x = 0; x < width; x++) {
 
-            int[] lastPixel = r.getPixel(x, 0, (int[])null);
+            int[] lastPixel = r.getPixel(x, 0, (int[]) null);
 
-            for (int y=1; y<height-1; y++) {
+            for (int y = 1; y < height - 1; y++) {
 
-                int[] currPixel = r.getPixel(x, y, (int[])null);
+                int[] currPixel = r.getPixel(x, y, (int[]) null);
 
                 int diff = Math.abs(currPixel[0] - lastPixel[0]);
                 if (diff > GRAYSCALE_INTENSITY_THRESHOLD) {
@@ -752,13 +782,13 @@ private List<Ruling> getVerticalRulings(BufferedImage image) {
         int width = r.getWidth();
         int height = r.getHeight();
 
-        for (int y=0; y<height; y++) {
+        for (int y = 0; y < height; y++) {
 
-            int[] lastPixel = r.getPixel(0, y, (int[])null);
+            int[] lastPixel = r.getPixel(0, y, (int[]) null);
 
-            for (int x=1; x<width-1; x++) {
+            for (int x = 1; x < width - 1; x++) {
 
-                int[] currPixel = r.getPixel(x, y, (int[])null);
+                int[] currPixel = r.getPixel(x, y, (int[]) null);
 
                 int diff = Math.abs(currPixel[0] - lastPixel[0]);
                 if (diff > GRAYSCALE_INTENSITY_THRESHOLD) {
@@ -805,19 +835,19 @@ private List<Ruling> getVerticalRulings(BufferedImage image) {
         return verticalRulings;
     }
 
-    // taken from http://www.docjar.com/html/api/org/apache/pdfbox/examples/util/RemoveAllText.java.html
-    private void removeText(PDPage page) throws IOException {
-        PDFStreamParser parser = new PDFStreamParser(page.getContents());
-        parser.parse();
 
-        List tokens = parser.getTokens();
-        List newTokens = new ArrayList();
+    // taken from http://www.docjar.com/html/api/org/apache/pdfbox/examples/util/RemoveAllText.java.html
+    private PDDocument removeText(PDPage page) throws IOException {
 
-        for (int i=0; i<tokens.size(); i++) {
-            Object token = tokens.get(i);
-            if (token instanceof PDFOperator) {
-                PDFOperator op = (PDFOperator)token;
-                if (op.getOperation().equals("TJ") || op.getOperation().equals("Tj")) {
+        PDFStreamParser parser = new PDFStreamParser(page);
+        parser.parse();
+        List<Object> tokens = parser.getTokens();
+        List<Object> newTokens = new ArrayList<Object>();
+        for (Object token : tokens) {
+            if (token instanceof Operator) {
+                Operator op = (Operator) token;
+                if (op.getName().equals("TJ") || op.getName().equals("Tj")) {
+                    //remove the one argument to this operator
                     newTokens.remove(newTokens.size() - 1);
                     continue;
                 }
@@ -829,13 +859,13 @@ private void removeText(PDPage page) throws IOException {
         document.addPage(page);
 
         PDStream newContents = new PDStream(document);
-        ContentStreamWriter writer = new ContentStreamWriter(newContents.createOutputStream());
+        OutputStream out = newContents.createOutputStream(COSName.FLATE_DECODE);
+        ContentStreamWriter writer = new ContentStreamWriter(out);
         writer.writeTokens(newTokens);
-        newContents.addCompression();
+        out.close();
         page.setContents(newContents);
 
-        try {
-            document.close();
-        } catch (Exception e) {}
+        return document;
+
     }
 }
diff --git a/src/main/java/technology/tabula/writers/JSONWriter.java b/src/main/java/technology/tabula/writers/JSONWriter.java
index 88b5c1f1..cf9a843b 100644
--- a/src/main/java/technology/tabula/writers/JSONWriter.java
+++ b/src/main/java/technology/tabula/writers/JSONWriter.java
@@ -15,9 +15,10 @@
 import com.google.gson.FieldAttributes;
 import com.google.gson.Gson;
 import com.google.gson.GsonBuilder;
+import com.google.gson.JsonArray;
 
 public class JSONWriter implements Writer {
- 
+
     class TableSerializerExclusionStrategy implements ExclusionStrategy {
 
         @Override
@@ -31,27 +32,32 @@ public boolean shouldSkipField(FieldAttributes fa) {
         }
     }
 
-    
+
     final Gson gson;
-    
+
     public JSONWriter() {
         gson = new GsonBuilder()
-           .addSerializationExclusionStrategy(new TableSerializerExclusionStrategy())
-           .registerTypeAdapter(Table.class, new TableSerializer())
-           .registerTypeAdapter(RectangularTextContainer.class, new TextChunkSerializer())
-           .registerTypeAdapter(Cell.class, new TextChunkSerializer())
-           .registerTypeAdapter(TextChunk.class, new TextChunkSerializer())
-           .create();
+                .addSerializationExclusionStrategy(new TableSerializerExclusionStrategy())
+                .registerTypeAdapter(Table.class, new TableSerializer())
+                .registerTypeAdapter(RectangularTextContainer.class, new TextChunkSerializer())
+                .registerTypeAdapter(Cell.class, new TextChunkSerializer())
+                .registerTypeAdapter(TextChunk.class, new TextChunkSerializer())
+                .create();
     }
-    
+
     @Override
     public void write(Appendable out, Table table) throws IOException {
-    	
-    	out.append(gson.toJson(table, Table.class));
+
+        out.append(gson.toJson(table, Table.class));
     }
-    
+
     public void write(Appendable out, List<Table> tables) throws IOException {
-    	
-    	out.append(gson.toJson(tables.toArray(), Table[].class));
+
+        JsonArray array = new JsonArray();
+        for (Table table : tables) {
+            array.add(gson.toJsonTree(table, Table.class));
+        }
+        out.append(gson.toJson(array));
+
     }
 }
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index 4c300fad..debd9fd1 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -26,139 +26,141 @@
 public class TestBasicExtractor {
 
     private static final String[][] EXPECTED_CORRECT_COLUMNS = {
-            {"","","Involvement of pupils in","" },
-            {"","Preperation and","Production of","Presentation an" },
-            {"","planing","materials","evaluation" },
-            {"Knowledge and awareness of different cultures","0,2885",
-                   "0,3974","0,3904" },
-            {"Foreign language competence","0,3057","0,4184","0,3899" },
-            {"Social skills and abilities","0,3416","0,3369","0,4303" },
-            {"Acquaintance of special knowledge","0,2569","0,2909",
-                   "0,3557" },
-            {"Self competence","0,3791","0,3320","0,4617" } };
+            {"", "", "Involvement of pupils in", ""},
+            {"", "Preperation and", "Production of", "Presentation an"},
+            {"", "planing", "materials", "evaluation"},
+            {"Knowledge and awareness of different cultures", "0,2885",
+                    "0,3974", "0,3904"},
+            {"Foreign language competence", "0,3057", "0,4184", "0,3899"},
+            {"Social skills and abilities", "0,3416", "0,3369", "0,4303"},
+            {"Acquaintance of special knowledge", "0,2569", "0,2909",
+                    "0,3557"},
+            {"Self competence", "0,3791", "0,3320", "0,4617"}};
 
     private static final String[][] EXPECTED_COLUMN_RECOGNITION = {
-            { "ABDALA de MATARAZZO, Norma Amanda",
-                   "Frente Cívico por Santiago","Santiago del Estero",
-                   "AFIRMATIVO" },
+            {"ABDALA de MATARAZZO, Norma Amanda",
+                    "Frente Cívico por Santiago", "Santiago del Estero",
+                    "AFIRMATIVO"},
             {"ALBRIEU, Oscar Edmundo Nicolas",
-                   "Frente para la Victoria - PJ","Rio Negro","AFIRMATIVO" },
-            {"ALONSO, María Luz","Frente para la Victoria - PJ",
-                   "La Pampa","AFIRMATIVO" },
-            {"ARENA, Celia Isabel","Frente para la Victoria - PJ",
-                   "Santa Fe","AFIRMATIVO" },
-            {"ARREGUI, Andrés Roberto","Frente para la Victoria - PJ",
-                   "Buenos Aires","AFIRMATIVO" },
-            {"AVOSCAN, Herman Horacio","Frente para la Victoria - PJ",
-                   "Rio Negro","AFIRMATIVO" },
-            {"BALCEDO, María Ester","Frente para la Victoria - PJ",
-                   "Buenos Aires","AFIRMATIVO" },
-            {"BARRANDEGUY, Raúl Enrique","Frente para la Victoria - PJ",
-                   "Entre Ríos","AFIRMATIVO" },
-            {"BASTERRA, Luis Eugenio","Frente para la Victoria - PJ",
-                   "Formosa","AFIRMATIVO" },
-            {"BEDANO, Nora Esther","Frente para la Victoria - PJ",
-                   "Córdoba","AFIRMATIVO" },
-            {"BERNAL, María Eugenia","Frente para la Victoria - PJ",
-                   "Jujuy","AFIRMATIVO" },
-            {"BERTONE, Rosana Andrea","Frente para la Victoria - PJ",
-                   "Tierra del Fuego","AFIRMATIVO" },
-            {"BIANCHI, María del Carmen","Frente para la Victoria - PJ",
-                   "Cdad. Aut. Bs. As.","AFIRMATIVO" },
-            {"BIDEGAIN, Gloria Mercedes","Frente para la Victoria - PJ",
-                   "Buenos Aires","AFIRMATIVO" },
-            {"BRAWER, Mara","Frente para la Victoria - PJ",
-                   "Cdad. Aut. Bs. As.","AFIRMATIVO" },
-            {"BRILLO, José Ricardo","Movimiento Popular Neuquino",
-                   "Neuquén","AFIRMATIVO" },
-            {"BROMBERG, Isaac Benjamín","Frente para la Victoria - PJ",
-                   "Tucumán","AFIRMATIVO" },
-            {"BRUE, Daniel Agustín","Frente Cívico por Santiago",
-                   "Santiago del Estero","AFIRMATIVO" },
-            {"CALCAGNO, Eric","Frente para la Victoria - PJ",
-                   "Buenos Aires","AFIRMATIVO" },
-            {"CARLOTTO, Remo Gerardo","Frente para la Victoria - PJ",
-                   "Buenos Aires","AFIRMATIVO" },
-            {"CARMONA, Guillermo Ramón","Frente para la Victoria - PJ",
-                   "Mendoza","AFIRMATIVO" },
-            {"CATALAN MAGNI, Julio César","Frente para la Victoria - PJ",
-                   "Tierra del Fuego","AFIRMATIVO" },
-            {"CEJAS, Jorge Alberto","Frente para la Victoria - PJ",
-                   "Rio Negro","AFIRMATIVO" },
-            {"CHIENO, María Elena","Frente para la Victoria - PJ",
-                   "Corrientes","AFIRMATIVO" },
-            {"CIAMPINI, José Alberto","Frente para la Victoria - PJ",
-                   "Neuquén","AFIRMATIVO" },
+                    "Frente para la Victoria - PJ", "Rio Negro", "AFIRMATIVO"},
+            {"ALONSO, María Luz", "Frente para la Victoria - PJ",
+                    "La Pampa", "AFIRMATIVO"},
+            {"ARENA, Celia Isabel", "Frente para la Victoria - PJ",
+                    "Santa Fe", "AFIRMATIVO"},
+            {"ARREGUI, Andrés Roberto", "Frente para la Victoria - PJ",
+                    "Buenos Aires", "AFIRMATIVO"},
+            {"AVOSCAN, Herman Horacio", "Frente para la Victoria - PJ",
+                    "Rio Negro", "AFIRMATIVO"},
+            {"BALCEDO, María Ester", "Frente para la Victoria - PJ",
+                    "Buenos Aires", "AFIRMATIVO"},
+            {"BARRANDEGUY, Raúl Enrique", "Frente para la Victoria - PJ",
+                    "Entre Ríos", "AFIRMATIVO"},
+            {"BASTERRA, Luis Eugenio", "Frente para la Victoria - PJ",
+                    "Formosa", "AFIRMATIVO"},
+            {"BEDANO, Nora Esther", "Frente para la Victoria - PJ",
+                    "Córdoba", "AFIRMATIVO"},
+            {"BERNAL, María Eugenia", "Frente para la Victoria - PJ",
+                    "Jujuy", "AFIRMATIVO"},
+            {"BERTONE, Rosana Andrea", "Frente para la Victoria - PJ",
+                    "Tierra del Fuego", "AFIRMATIVO"},
+            {"BIANCHI, María del Carmen", "Frente para la Victoria - PJ",
+                    "Cdad. Aut. Bs. As.", "AFIRMATIVO"},
+            {"BIDEGAIN, Gloria Mercedes", "Frente para la Victoria - PJ",
+                    "Buenos Aires", "AFIRMATIVO"},
+            {"BRAWER, Mara", "Frente para la Victoria - PJ",
+                    "Cdad. Aut. Bs. As.", "AFIRMATIVO"},
+            {"BRILLO, José Ricardo", "Movimiento Popular Neuquino",
+                    "Neuquén", "AFIRMATIVO"},
+            {"BROMBERG, Isaac Benjamín", "Frente para la Victoria - PJ",
+                    "Tucumán", "AFIRMATIVO"},
+            {"BRUE, Daniel Agustín", "Frente Cívico por Santiago",
+                    "Santiago del Estero", "AFIRMATIVO"},
+            {"CALCAGNO, Eric", "Frente para la Victoria - PJ",
+                    "Buenos Aires", "AFIRMATIVO"},
+            {"CARLOTTO, Remo Gerardo", "Frente para la Victoria - PJ",
+                    "Buenos Aires", "AFIRMATIVO"},
+            {"CARMONA, Guillermo Ramón", "Frente para la Victoria - PJ",
+                    "Mendoza", "AFIRMATIVO"},
+            {"CATALAN MAGNI, Julio César", "Frente para la Victoria - PJ",
+                    "Tierra del Fuego", "AFIRMATIVO"},
+            {"CEJAS, Jorge Alberto", "Frente para la Victoria - PJ",
+                    "Rio Negro", "AFIRMATIVO"},
+            {"CHIENO, María Elena", "Frente para la Victoria - PJ",
+                    "Corrientes", "AFIRMATIVO"},
+            {"CIAMPINI, José Alberto", "Frente para la Victoria - PJ",
+                    "Neuquén", "AFIRMATIVO"},
             {"CIGOGNA, Luis Francisco Jorge",
-                   "Frente para la Victoria - PJ","Buenos Aires",
-                   "AFIRMATIVO" },
-            {"CLERI, Marcos","Frente para la Victoria - PJ","Santa Fe",
-                   "AFIRMATIVO" },
-            {"COMELLI, Alicia Marcela","Movimiento Popular Neuquino",
-                   "Neuquén","AFIRMATIVO" },
-            {"CONTI, Diana Beatriz","Frente para la Victoria - PJ",
-                   "Buenos Aires","AFIRMATIVO" },
-            {"CORDOBA, Stella Maris","Frente para la Victoria - PJ",
-                   "Tucumán","AFIRMATIVO" },
-            {"CURRILEN, Oscar Rubén","Frente para la Victoria - PJ",
-                   "Chubut","AFIRMATIVO" } };
-    
+                    "Frente para la Victoria - PJ", "Buenos Aires",
+                    "AFIRMATIVO"},
+            {"CLERI, Marcos", "Frente para la Victoria - PJ", "Santa Fe",
+                    "AFIRMATIVO"},
+            {"COMELLI, Alicia Marcela", "Movimiento Popular Neuquino",
+                    "Neuquén", "AFIRMATIVO"},
+            {"CONTI, Diana Beatriz", "Frente para la Victoria - PJ",
+                    "Buenos Aires", "AFIRMATIVO"},
+            {"CORDOBA, Stella Maris", "Frente para la Victoria - PJ",
+                    "Tucumán", "AFIRMATIVO"},
+            {"CURRILEN, Oscar Rubén", "Frente para la Victoria - PJ",
+                    "Chubut", "AFIRMATIVO"}};
+
     private static final String[][] EXPECTED_COLUMN_EXTRACTION2 = {
-        {"","Austria","77","1","78"},
-        {"","Belgium","159","2","161"},
-        {"","Bulgaria","52","0","52"},
-        {"","Croatia","144","0","144"},
-        {"","Cyprus","43","2","45"},
-        {"","Czech Republic","78","0","78"},
-        {"","Denmark","151","2","153"},
-        {"","Estonia","46","0","46"},
-        {"","Finland","201","1","202"},
-        {"","France","428","7","435"},
-        {"","Germany","646","21","667"},
-        {"","Greece","113","2","115"},
-        {"","Hungary","187","0","187"},
-        {"","Iceland","18","0","18"},
-        {"","Ireland","213","4","217"},
-        {"","Israel","25","0","25"},
-        {"","Italy","627","12","639"},
-        {"","Latvia","7","0","7"},
-        {"","Lithuania","94","1","95"},
-        {"","Luxembourg","22","0","22"},
-        {"","Malta","18","0","18"},
-        {"","Netherlands","104","1","105"},
-        {"","Norway","195","0","195"},
-        {"","Poland","120","1","121"},
-        {"","Portugal","532","3","535"},
-        {"","Romania","110","0","110"},
-        {"","Slovakia","176","0","176"},
-        {"","Slovenia","56","0","56"},
-        {"","Spain","614","3","617"},
-        {"","Sweden","122","3","125"},
-        {"","Switzerland","64","0","64"},
-        {"","Turkey","96","0","96"},
-        {"","United Kingdom","572","14","586"}
+            {"", "Austria", "77", "1", "78"},
+            {"", "Belgium", "159", "2", "161"},
+            {"", "Bulgaria", "52", "0", "52"},
+            {"", "Croatia", "144", "0", "144"},
+            {"", "Cyprus", "43", "2", "45"},
+            {"", "Czech Republic", "78", "0", "78"},
+            {"", "Denmark", "151", "2", "153"},
+            {"", "Estonia", "46", "0", "46"},
+            {"", "Finland", "201", "1", "202"},
+            {"", "France", "428", "7", "435"},
+            {"", "Germany", "646", "21", "667"},
+            {"", "Greece", "113", "2", "115"},
+            {"", "Hungary", "187", "0", "187"},
+            {"", "Iceland", "18", "0", "18"},
+            {"", "Ireland", "213", "4", "217"},
+            {"", "Israel", "25", "0", "25"},
+            {"", "Italy", "627", "12", "639"},
+            {"", "Latvia", "7", "0", "7"},
+            {"", "Lithuania", "94", "1", "95"},
+            {"", "Luxembourg", "22", "0", "22"},
+            {"", "Malta", "18", "0", "18"},
+            {"", "Netherlands", "104", "1", "105"},
+            {"", "Norway", "195", "0", "195"},
+            {"", "Poland", "120", "1", "121"},
+            {"", "Portugal", "532", "3", "535"},
+            {"", "Romania", "110", "0", "110"},
+            {"", "Slovakia", "176", "0", "176"},
+            {"", "Slovenia", "56", "0", "56"},
+            {"", "Spain", "614", "3", "617"},
+            {"", "Sweden", "122", "3", "125"},
+            {"", "Switzerland", "64", "0", "64"},
+            {"", "Turkey", "96", "0", "96"},
+            {"", "United Kingdom", "572", "14", "586"}
     };
-    
+
     private static final String[][] EXPECTED_TABLE_EXTRACTION = {
-        {"AANONSEN, DEBORAH, A","","","STATEN ISLAND, NY","MEALS","$85.00"},
-        {"TOTAL","","","","","$85.00"},
-        {"AARON, CAREN, T","","","RICHMOND, VA","EDUCATIONAL ITEMS","$78.80"},
-        {"AARON, CAREN, T","","","RICHMOND, VA","MEALS","$392.45"},
-        {"TOTAL","","","","","$471.25"},
-        {"AARON, JOHN","","","CLARKSVILLE, TN","MEALS","$20.39"},
-        {"TOTAL","","","","","$20.39"},
-        {"AARON, JOSHUA, N","","","WEST GROVE, PA","MEALS","$310.33"},
-        {"AARON , JOSHUA , N","REGIONAL PULMONARY & SLEEPMEDICINE","","WEST GROVE, PA","SPEAKING FEES","$4,700.00"},
-        {"TOTAL","","","","","$5,010.33"},
-        {"AARON, MAUREEN, M","","","MARTINSVILLE, VA","MEALS","$193.67"},
-        {"TOTAL","","","","","$193.67"},
-        {"AARON, MICHAEL, L","","","WEST ISLIP, NY","MEALS","$19.50"},
-        {"TOTAL","","","","","$19.50"},
-        {"AARON, MICHAEL, R","","","BROOKLYN, NY","MEALS","$65.92"}
-        };
+            {"AANONSEN, DEBORAH, A", "", "STATEN ISLAND, NY", "MEALS", "$85.00"},
+            {"TOTAL", "", "", "", "$85.00"},
+            {"AARON, CAREN, T", "", "RICHMOND, VA", "EDUCATIONAL ITEMS", "$78.80"},
+            {"AARON, CAREN, T", "", "RICHMOND, VA", "MEALS", "$392.45"},
+            {"TOTAL", "", "", "", "$471.25"},
+            {"AARON, JOHN", "", "CLARKSVILLE, TN", "MEALS", "$20.39"},
+            {"TOTAL", "", "", "", "$20.39"},
+            {"AARON, JOSHUA, N", "", "WEST GROVE, PA", "MEALS", "$310.33"},
+            {"", "REGIONAL PULMONARY & SLEEP", "", "", ""},
+            {"AARON, JOSHUA, N", "", "WEST GROVE, PA", "SPEAKING FEES", "$4,700.00"},
+            {"", "MEDICINE", "", "", ""},
+            {"TOTAL", "", "", "", "$5,010.33"},
+            {"AARON, MAUREEN, M", "", "MARTINSVILLE, VA", "MEALS", "$193.67"},
+            {"TOTAL", "", "", "", "$193.67"},
+            {"AARON, MICHAEL, L", "", "WEST ISLIP, NY", "MEALS", "$19.50"},
+            {"TOTAL", "", "", "", "$19.50"},
+            {"AARON, MICHAEL, R", "", "BROOKLYN, NY", "MEALS", "$65.92"}
+    };
 
     private static final String[][] EXPECTED_EMPTY_TABLE = {
-        {""}
+            {""}
     };
 
 
@@ -185,11 +187,11 @@ public void testColumnRecognition() throws IOException {
         Table table = bea.extract(page).get(0);
         assertArrayEquals(EXPECTED_COLUMN_RECOGNITION, UtilsForTesting.tableToArrayOfRows(table));
     }
-    
+
     @Test
     public void testVerticalRulingsPreventMergingOfColumns() throws IOException {
         List<Ruling> rulings = new ArrayList<Ruling>();
-        Float[] rulingsVerticalPositions = { 147f, 256f, 310f, 375f, 431f, 504f };
+        Float[] rulingsVerticalPositions = {147f, 256f, 310f, 375f, 431f, 504f};
         for (int i = 0; i < 6; i++) {
             rulings.add(new Ruling(255.57f, rulingsVerticalPositions[i], 0, 398.76f - 255.57f));
         }
@@ -214,7 +216,7 @@ public void testExtractColumnsCorrectly() throws IOException {
         Table table = bea.extract(page).get(0);
         assertArrayEquals(EXPECTED_CORRECT_COLUMNS, UtilsForTesting.tableToArrayOfRows(table));
     }
-    
+
     @Test
     public void testExtractColumnsCorrectly2() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/eu-017.pdf", 3);
@@ -222,20 +224,20 @@ public void testExtractColumnsCorrectly2() throws IOException {
         Table table = bea.extract(page.getArea(299.625f, 148.44f, 711.875f, 452.32f)).get(0);
         assertArrayEquals(EXPECTED_COLUMN_EXTRACTION2, UtilsForTesting.tableToArrayOfRows(table));
     }
-    
+
     @Test
     public void testExtractColumnsCorrectly3() throws IOException {
-        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/frx_2012_disclosure.pdf", 
+        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/frx_2012_disclosure.pdf",
                 106.01f, 48.09f, 227.31f, 551.89f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
 
         assertArrayEquals(EXPECTED_TABLE_EXTRACTION, UtilsForTesting.tableToArrayOfRows(table));
     }
-    
+
     @Test
     public void testCheckSqueezeDoesntBreak() throws IOException {
-        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/12s0324.pdf", 
+        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/12s0324.pdf",
                 99.0f, 17.25f, 316.5f, 410.25f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
@@ -254,11 +256,11 @@ public void testNaturalOrderOfRectangles() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm(
                 page.getVerticalRulings());
         Table table = bea.extract(page).get(0);
-        
+
         List<RectangularTextContainer> cells = table.getCells();
         for (RectangularTextContainer rectangularTextContainer : cells) {
-			System.out.println(rectangularTextContainer.getText());
-		}
+            System.out.println(rectangularTextContainer.getText());
+        }
         //Column headers
         assertEquals("Project", cells.get(0).getText());
         assertEquals("Agency", cells.get(1).getText());
@@ -268,7 +270,7 @@ public void testNaturalOrderOfRectangles() throws IOException {
         assertEquals("Nanotechnology and its publics", cells.get(3).getText());
         assertEquals("NSF", cells.get(4).getText());
         assertEquals("Pennsylvania State Universit", cells.get(5).getText());
-        
+
         //Second row
         assertEquals("Public information and deliberation in nanoscience and", cells.get(6).getText());
         assertEquals("North Carolina State", cells.get(7).getText());
@@ -281,36 +283,36 @@ public void testNaturalOrderOfRectangles() throws IOException {
         assertEquals("NSF", cells.get(12).getText());
         assertEquals("Michigan State University", cells.get(13).getText());
         assertEquals("nanotechnology (NIRT)", cells.get(14).getText());
-        
+
         //Fourth row
         assertEquals("From laboratory to society: developing an informed", cells.get(15).getText());
         assertEquals("NSF", cells.get(16).getText());
         assertEquals("University of South Carolina", cells.get(17).getText());
         assertEquals("approach to nanoscale science and engineering (NIRT)", cells.get(18).getText());
-        
+
         //Fifth row
         assertEquals("Database and innovation timeline for nanotechnology", cells.get(19).getText());
         assertEquals("NSF", cells.get(20).getText());
         assertEquals("UCLA", cells.get(21).getText());
-        
+
         //Sixth row
         assertEquals("Social and ethical dimensions of nanotechnology", cells.get(22).getText());
         assertEquals("NSF", cells.get(23).getText());
         assertEquals("University of Virginia", cells.get(24).getText());
-        
+
         //Seventh row
         assertEquals("Undergraduate exploration of nanoscience,", cells.get(25).getText());
         assertEquals("Michigan Technological", cells.get(26).getText());
         assertEquals("NSF", cells.get(27).getText());
         assertEquals("applications and societal implications (NUE)", cells.get(28).getText());
         assertEquals("University", cells.get(29).getText());
-        
+
         //Eighth row
         assertEquals("Ethics and belief inside the development of", cells.get(30).getText());
         assertEquals("NSF", cells.get(31).getText());
         assertEquals("University of Virginia", cells.get(32).getText());
         assertEquals("nanotechnology (CAREER)", cells.get(33).getText());
-        
+
         //Ninth row
         assertEquals("All centers, NNIN and NCN have a societal", cells.get(34).getText());
         assertEquals("NSF, DOE,", cells.get(35).getText());
@@ -318,9 +320,9 @@ public void testNaturalOrderOfRectangles() throws IOException {
         assertEquals("implications components", cells.get(37).getText());
         assertEquals("DOD, and NIH", cells.get(38).getText());
         assertEquals("and networks", cells.get(39).getText());
-          
+
     }
-    
+
     @Test
     public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
         CSVParser parse = org.apache.commons.csv.CSVParser.parse(new File("src/test/resources/technology/tabula/csv/TestBasicExtractor-RECTANGLE_TEST_NATURAL_ORDER.csv"),
@@ -329,30 +331,30 @@ public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
 
         List<Rectangle> rectangles = new ArrayList<Rectangle>();
 
-        for (CSVRecord record: parse) {
+        for (CSVRecord record : parse) {
             rectangles.add(new Rectangle(Float.parseFloat(record.get(0)),
                     Float.parseFloat(record.get(1)),
                     Float.parseFloat(record.get(2)),
                     Float.parseFloat(record.get(3))));
         }
 
-        
-    	//List<Rectangle> rectangles = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
-    	Utils.sort(rectangles);
-    	
-    	for (int i = 0; i < (rectangles.size() - 1); i++) {
-			Rectangle rectangle = rectangles.get(i);
-			Rectangle nextRectangle = rectangles.get(i + 1);
-			
-			assertTrue(rectangle.compareTo(nextRectangle) < 0);
-		}
+
+        //List<Rectangle> rectangles = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
+        Utils.sort(rectangles);
+
+        for (int i = 0; i < (rectangles.size() - 1); i++) {
+            Rectangle rectangle = rectangles.get(i);
+            Rectangle nextRectangle = rectangles.get(i + 1);
+
+            assertTrue(rectangle.compareTo(nextRectangle) < 0);
+        }
     }
 
     @Test
     public void testRealLifeRTL2() throws IOException {
         String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/indictb1h_14.csv");
         Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/indictb1h_14.pdf", 1,
-                        205.0f, 120.0f, 622.82f, 459.9f);
+                205.0f, 120.0f, 622.82f, 459.9f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
 
@@ -365,10 +367,24 @@ public void testRealLifeRTL2() throws IOException {
     @Test
     public void testEmptyRegion() throws IOException {
         Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/indictb1h_14.pdf", 1,
-                        0.0f, 0.0f, 80.82f, 100.9f); // an empty area
+                0.0f, 0.0f, 80.82f, 100.9f); // an empty area
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         assertArrayEquals(EXPECTED_EMPTY_TABLE, UtilsForTesting.tableToArrayOfRows(table));
     }
 
+
+    @Test
+    public void testTableWithMultilineHeader() throws IOException {
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/us-020.csv");
+        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/us-020.pdf", 2,
+                103.0f, 35.0f, 641.0f, 560.0f);
+        BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
+        Table table = bea.extract(page).get(0);
+
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, table);
+        assertEquals(expectedCsv, sb.toString());
+    }
+
 }
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index a6cbacfb..f4f19c26 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -16,97 +16,110 @@
 
 public class TestCommandLineApp {
 
-	private String csvFromCommandLineArgs(String[] args) throws ParseException {
-		CommandLineParser parser = new GnuParser();
-		CommandLine cmd = parser.parse(CommandLineApp.buildOptions(), args);
-
-		StringBuilder stringBuilder = new StringBuilder();
-		new CommandLineApp(stringBuilder, cmd).extractTables(cmd);
-
-		return stringBuilder.toString();
-	}
-
-	@Test
-	public void testExtractSpreadsheetWithArea() throws ParseException, IOException {
-
-		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
-
-		assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[] {
-				"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
-				"-p", "1", "-a",
-				"150.56,58.9,654.7,536.12", "-f",
-				"CSV"
-		}));
-	}
-
-	@Test
-	public void testExtractBatchSpreadsheetWithArea() throws ParseException, IOException {
-		FileSystem fs = FileSystems.getDefault();
-		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
-		Path tmpFolder = Files.createTempDirectory("tabula-java-batch-test");
-		tmpFolder.toFile().deleteOnExit();
-
-		Path copiedPDF = tmpFolder.resolve(fs.getPath("spreadsheet.pdf"));
-		Path sourcePDF = fs.getPath("src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf");
-		Files.copy(sourcePDF, copiedPDF);
-		copiedPDF.toFile().deleteOnExit();
-
-		this.csvFromCommandLineArgs(new String[] {
-				"-b", tmpFolder.toString(),
-				"-p", "1", "-a",
-				"150.56,58.9,654.7,536.12", "-f",
-				"CSV"
-		});
-
-		Path csvPath = tmpFolder.resolve(fs.getPath("spreadsheet.csv"));
-		assertTrue(csvPath.toFile().exists());
-		assertArrayEquals(expectedCsv.getBytes(), Files.readAllBytes(csvPath));
-	}
-
-	@Test
-	public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IOException {
-
-		String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
-
-		 this.csvFromCommandLineArgs(new String[] {
-					"src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
-					"-p", "1", "-a",
-					"150.56,58.9,654.7,536.12", "-f",
-					"CSV", "-o", "outputFile"
-			});
-		//assertEquals(expectedCsv,);
-	}
-
-
-	@Test
-	public void testExtractJSONWithArea() throws ParseException, IOException {
-
-		String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/spanning_cells_basic.json");
-
-		assertEquals(expectedJson, this.csvFromCommandLineArgs(new String[] {
-				"src/test/resources/technology/tabula/spanning_cells.pdf",
-				"-p", "1", "-a",
-				"150.56,58.9,654.7,536.12", "-f",
-				"JSON"
-		}));
-	}
-
-	@Test
-	public void testGuessOption() throws ParseException, IOException {
-		String expectedCsvNoGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv");
-		assertEquals(expectedCsvNoGuessing, this.csvFromCommandLineArgs(new String[] {
-				"src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf",
-				"-p", "1",
-				"-f", "CSV"
-		}));
-
-		String expectedCsvWithGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv");
-		assertEquals(expectedCsvWithGuessing, this.csvFromCommandLineArgs(new String[] {
-				"src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf",
-				"-p", "1",
-				"-f", "CSV",
-				"-g"
-		}));
-	}
+    private String csvFromCommandLineArgs(String[] args) throws ParseException {
+        CommandLineParser parser = new GnuParser();
+        CommandLine cmd = parser.parse(CommandLineApp.buildOptions(), args);
+
+        StringBuilder stringBuilder = new StringBuilder();
+        new CommandLineApp(stringBuilder, cmd).extractTables(cmd);
+
+        return stringBuilder.toString();
+    }
+
+    @Test
+    public void testExtractSpreadsheetWithArea() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+
+        assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
+                "-p", "1", "-a",
+                "150.56,58.9,654.7,536.12", "-f",
+                "CSV"
+        }));
+    }
+
+    @Test
+    public void testExtractBatchSpreadsheetWithArea() throws ParseException, IOException {
+        FileSystem fs = FileSystems.getDefault();
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+        Path tmpFolder = Files.createTempDirectory("tabula-java-batch-test");
+        tmpFolder.toFile().deleteOnExit();
+
+        Path copiedPDF = tmpFolder.resolve(fs.getPath("spreadsheet.pdf"));
+        Path sourcePDF = fs.getPath("src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf");
+        Files.copy(sourcePDF, copiedPDF);
+        copiedPDF.toFile().deleteOnExit();
+
+        this.csvFromCommandLineArgs(new String[]{
+                "-b", tmpFolder.toString(),
+                "-p", "1", "-a",
+                "150.56,58.9,654.7,536.12", "-f",
+                "CSV"
+        });
+
+        Path csvPath = tmpFolder.resolve(fs.getPath("spreadsheet.csv"));
+        assertTrue(csvPath.toFile().exists());
+        assertArrayEquals(expectedCsv.getBytes(), Files.readAllBytes(csvPath));
+    }
+
+    @Test
+    public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
+
+        this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
+                "-p", "1", "-a",
+                "150.56,58.9,654.7,536.12", "-f",
+                "CSV", "-o", "outputFile"
+        });
+        //assertEquals(expectedCsv,);
+    }
+
+
+    @Test
+    public void testExtractJSONWithArea() throws ParseException, IOException {
+
+        String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/spanning_cells_basic.json");
+
+        assertEquals(expectedJson, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/spanning_cells.pdf",
+                "-p", "1", "-a",
+                "150.56,58.9,654.7,536.12", "-f",
+                "JSON"
+        }));
+    }
+
+    @Test
+    public void testExtractCSVWithArea() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spanning_cells.csv");
+
+        assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/spanning_cells.pdf",
+                "-p", "1", "-a",
+                "150.56,58.9,654.7,536.12", "-f",
+                "CSV"
+        }));
+    }
+
+    @Test
+    public void testGuessOption() throws ParseException, IOException {
+        String expectedCsvNoGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv");
+        assertEquals(expectedCsvNoGuessing, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf",
+                "-p", "1",
+                "-f", "CSV"
+        }));
+
+        String expectedCsvWithGuessing = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv");
+        assertEquals(expectedCsvWithGuessing, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-001.pdf",
+                "-p", "1",
+                "-f", "CSV",
+                "-g"
+        }));
+    }
 
 }
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index 150ea8ab..cd4c8365 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -12,23 +12,23 @@
 
 public class TestObjectExtractor {
 
-    @Test(expected=IOException.class)
+    /*@Test(expected=IOException.class)
     public void testWrongPasswordRaisesException() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/encrypted.pdf");
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"));
         ObjectExtractor oe = new ObjectExtractor(pdf_document, "wrongpass"); 
         oe.extract().next();
-    }
-    
-    @Test(expected=IOException.class)
+    }*/
+
+    @Test(expected = IOException.class)
     public void testEmptyOnEncryptedFileRaisesException() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/encrypted.pdf");
-        ObjectExtractor oe = new ObjectExtractor(pdf_document); 
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"));
+        ObjectExtractor oe = new ObjectExtractor(pdf_document);
         oe.extract().next();
     }
-    
+
     @Test
     public void testCanReadPDFWithOwnerEncryption() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf");
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
         int i = 0;
@@ -39,9 +39,10 @@ public void testCanReadPDFWithOwnerEncryption() throws IOException {
         assertEquals(2, i);
     }
     
+    /*
     @Test
     public void testGoodPassword() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/encrypted.pdf");
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"));
         ObjectExtractor oe = new ObjectExtractor(pdf_document, "userpassword"); 
         List<Page> pages = new ArrayList<Page>();
         PageIterator pi = oe.extract();
@@ -50,67 +51,68 @@ public void testGoodPassword() throws IOException {
         }
         assertEquals(1, pages.size());
     }
-    
+    */
+
     @Test
     public void testTextExtractionDoesNotRaise() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/rotated_page.pdf");
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/rotated_page.pdf"));
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
-        
+
         assertTrue(pi.hasNext());
         assertNotNull(pi.next());
         assertFalse(pi.hasNext());
-        
+
     }
-    
+
     @Test
     public void testShouldDetectRulings() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/should_detect_rulings.pdf");
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/should_detect_rulings.pdf"));
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
-       
+
         while (pi.hasNext()) {
             assertNotEquals(0, pi.next().getRulings().size());
         }
     }
-    
+
     @Test
     public void testDontThrowNPEInShfill() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/labor.pdf");
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/labor.pdf"));
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
         assertTrue(pi.hasNext());
         try {
             Page p = pi.next();
             assertNotNull(p);
-        }
-        catch (NullPointerException e) {
+        } catch (NullPointerException e) {
             fail("NPE in ObjectExtractor " + e.toString());
         }
     }
-    
+
     @Test
-    public void testExtractOnePage() throws IOException{
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf");
+    public void testExtractOnePage() throws IOException {
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         assertEquals(2, pdf_document.getNumberOfPages());
-        
+
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         Page page = oe.extract(2);
-        
+
         assertNotNull(page);
-    	
+
     }
-    
+
     @Test(expected = IndexOutOfBoundsException.class)
-    public void testExtractWrongPageNumber() throws IOException{
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf");
+    public void testExtractWrongPageNumber() throws IOException {
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         assertEquals(2, pdf_document.getNumberOfPages());
-        
+
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         oe.extract(3);
-    	
+
     }
     
+    /*
     @Test
     public void testExtractWithoutExtractingRulings() throws IOException {
         PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/should_detect_rulings.pdf");
@@ -123,5 +125,6 @@ public void testExtractWithoutExtractingRulings() throws IOException {
         assertEquals(0, page.getRulings().size());
         assertFalse(pi.hasNext());
     }
-    
+    */
+
 }
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 54484adb..786cb1ab 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -1,40 +1,41 @@
 package technology.tabula;
 
-import static org.junit.Assert.*;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
 
 import java.awt.geom.Point2D;
 import java.io.File;
 import java.io.IOException;
 import java.nio.charset.Charset;
-import java.util.*;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
 
 import org.apache.commons.csv.CSVFormat;
 import org.apache.commons.csv.CSVParser;
 import org.apache.commons.csv.CSVRecord;
 import org.junit.Test;
 
-import technology.tabula.Cell;
-import technology.tabula.Page;
-import technology.tabula.Rectangle;
-import technology.tabula.Ruling;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 import technology.tabula.writers.CSVWriter;
-import technology.tabula.UtilsForTesting;
 import technology.tabula.writers.JSONWriter;
 
 public class TestSpreadsheetExtractor {
 
 
     public static final Rectangle[] EXPECTED_RECTANGLES = {
-        new Rectangle(40.0f, 18.0f, 208.0f, 40.0f),
-        new Rectangle(84.0f, 18.0f, 962.0f, 464.0f)
+            new Rectangle(40.0f, 18.0f, 208.0f, 40.0f),
+            new Rectangle(84.0f, 18.0f, 962.0f, 464.0f)
     };
-    
-    private static final Ruling[] VERTICAL_RULING_LINES = { 
+
+    private static final Ruling[] VERTICAL_RULING_LINES = {
             new Ruling(40.0f, 18.0f, 0.0f, 40.0f),
             new Ruling(44.0f, 70.0f, 0.0f, 36.0f),
-            new Ruling(40.0f, 226.0f, 0.0f, 40.0f) 
-            };
+            new Ruling(40.0f, 226.0f, 0.0f, 40.0f)
+    };
 
     private static final Ruling[] HORIZONTAL_RULING_LINES = {
             new Ruling(40.0f, 18.0f, 208.0f, 0.0f),
@@ -45,10 +46,10 @@ public class TestSpreadsheetExtractor {
             new Ruling(64.0f, 18.0f, 208.0f, 0.0f),
             new Ruling(70.0f, 18.0f, 208.0f, 0.0f),
             new Ruling(74.0f, 18.0f, 208.0f, 0.0f),
-            new Ruling(80.0f, 18.0f, 208.0f, 0.0f) 
+            new Ruling(80.0f, 18.0f, 208.0f, 0.0f)
     };
-    
-    private static final Cell[] EXPECTED_CELLS = { 
+
+    private static final Cell[] EXPECTED_CELLS = {
             new Cell(40.0f, 18.0f, 208.0f, 4.0f),
             new Cell(44.0f, 18.0f, 52.0f, 6.0f),
             new Cell(50.0f, 18.0f, 52.0f, 4.0f),
@@ -63,34 +64,34 @@ public class TestSpreadsheetExtractor {
             new Cell(60.0f, 70.0f, 156.0f, 4.0f),
             new Cell(64.0f, 70.0f, 156.0f, 6.0f),
             new Cell(70.0f, 70.0f, 156.0f, 4.0f),
-            new Cell(74.0f, 70.0f, 156.0f, 6.0f) };
-    
+            new Cell(74.0f, 70.0f, 156.0f, 6.0f)};
+
     private static final Ruling[][] SINGLE_CELL_RULINGS = {
-        {
-            new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(380.73438f, 185.66929f)),
-            new Ruling(new Point2D.Float(151.653545f, 314.64567f), new Point2D.Float(380.73438f, 314.64567f))
-        },
-        {
-            new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(151.653545f, 314.64567f)),
-            new Ruling(new Point2D.Float(380.73438f, 185.66929f), new Point2D.Float(380.73438f, 314.64567f))        
-        }
+            {
+                    new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(380.73438f, 185.66929f)),
+                    new Ruling(new Point2D.Float(151.653545f, 314.64567f), new Point2D.Float(380.73438f, 314.64567f))
+            },
+            {
+                    new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(151.653545f, 314.64567f)),
+                    new Ruling(new Point2D.Float(380.73438f, 185.66929f), new Point2D.Float(380.73438f, 314.64567f))
+            }
     };
-    
+
     private static final Ruling[][] TWO_SINGLE_CELL_RULINGS = {
-        {
-            new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(287.4074f, 185.66929f)),
-            new Ruling(new Point2D.Float(151.653545f, 262.101f), new Point2D.Float(287.4074f, 262.101f)),
-            new Ruling(new Point2D.Float(232.44095f, 280.62992f), new Point2D.Float(368.1948f, 280.62992f)),
-            new Ruling(new Point2D.Float(232.44095f, 357.06164f), new Point2D.Float(368.1948f, 357.06164f))
-        },
-        {
-            new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(151.653545f, 262.101f)),
-            new Ruling(new Point2D.Float(287.4074f, 185.66929f), new Point2D.Float(287.4074f, 262.101f)),
-            new Ruling(new Point2D.Float(232.44095f, 280.62992f), new Point2D.Float(232.44095f, 357.06164f)),
-            new Ruling(new Point2D.Float(368.1948f, 280.62992f), new Point2D.Float(368.1948f, 357.06164f))
-        }
+            {
+                    new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(287.4074f, 185.66929f)),
+                    new Ruling(new Point2D.Float(151.653545f, 262.101f), new Point2D.Float(287.4074f, 262.101f)),
+                    new Ruling(new Point2D.Float(232.44095f, 280.62992f), new Point2D.Float(368.1948f, 280.62992f)),
+                    new Ruling(new Point2D.Float(232.44095f, 357.06164f), new Point2D.Float(368.1948f, 357.06164f))
+            },
+            {
+                    new Ruling(new Point2D.Float(151.653545f, 185.66929f), new Point2D.Float(151.653545f, 262.101f)),
+                    new Ruling(new Point2D.Float(287.4074f, 185.66929f), new Point2D.Float(287.4074f, 262.101f)),
+                    new Ruling(new Point2D.Float(232.44095f, 280.62992f), new Point2D.Float(232.44095f, 357.06164f)),
+                    new Ruling(new Point2D.Float(368.1948f, 280.62992f), new Point2D.Float(368.1948f, 357.06164f))
+            }
     };
-    
+
     private static final Ruling[] EXTERNALLY_DEFINED_RULINGS = {
             new Ruling(new Point2D.Float(320.0f, 285.0f), new Point2D.Float(564.4409f, 285.0f)),
             new Ruling(new Point2D.Float(320.0f, 457.0f), new Point2D.Float(564.4409f, 457.0f)),
@@ -107,24 +108,24 @@ public class TestSpreadsheetExtractor {
             new Ruling(new Point2D.Float(565.0f, 285.0f), new Point2D.Float(564.4409f, 457.0f)),
             new Ruling(new Point2D.Float(470.5542f, 285.0f), new Point2D.Float(470.36865f, 457.0f))
     };
-    
+
     private static final Ruling[] EXTERNALLY_DEFINED_RULINGS2 = {
-        new Ruling(new Point2D.Float(51.796964f, 180.0f), new Point2D.Float(560.20312f, 180.0f)),
-        new Ruling(new Point2D.Float(51.797017f, 219.0f), new Point2D.Float(560.2031f, 219.0f)),
-        new Ruling(new Point2D.Float(51.797f, 239.0f), new Point2D.Float(560.2031f, 239.0f)),
-        new Ruling(new Point2D.Float(51.797f, 262.0f), new Point2D.Float(560.20312f, 262.0f)),
-        new Ruling(new Point2D.Float(51.797f, 283.50247f), new Point2D.Float(560.05024f, 283.50247f)),
-        new Ruling(new Point2D.Float(51.796964f, 309.0f), new Point2D.Float(560.20312f, 309.0f)),
-        new Ruling(new Point2D.Float(51.796982f, 333.0f), new Point2D.Float(560.20312f, 333.0f)),
-        new Ruling(new Point2D.Float(51.797f, 366.0f), new Point2D.Float(560.20312f, 366.0f)),
-
-
-        new Ruling(new Point2D.Float(52.0f, 181.0f), new Point2D.Float(51.797f, 366.0f)),
-        new Ruling(new Point2D.Float(208.62891f, 181.0f), new Point2D.Float(208.62891f, 366.0f)),
-        new Ruling(new Point2D.Float(357.11328f, 180.0f), new Point2D.Float(357.0f, 366.0f)),
-        new Ruling(new Point2D.Float(560.11328f, 180.0f), new Point2D.Float(560.0f, 366.0f))
+            new Ruling(new Point2D.Float(51.796964f, 180.0f), new Point2D.Float(560.20312f, 180.0f)),
+            new Ruling(new Point2D.Float(51.797017f, 219.0f), new Point2D.Float(560.2031f, 219.0f)),
+            new Ruling(new Point2D.Float(51.797f, 239.0f), new Point2D.Float(560.2031f, 239.0f)),
+            new Ruling(new Point2D.Float(51.797f, 262.0f), new Point2D.Float(560.20312f, 262.0f)),
+            new Ruling(new Point2D.Float(51.797f, 283.50247f), new Point2D.Float(560.05024f, 283.50247f)),
+            new Ruling(new Point2D.Float(51.796964f, 309.0f), new Point2D.Float(560.20312f, 309.0f)),
+            new Ruling(new Point2D.Float(51.796982f, 333.0f), new Point2D.Float(560.20312f, 333.0f)),
+            new Ruling(new Point2D.Float(51.797f, 366.0f), new Point2D.Float(560.20312f, 366.0f)),
+
+
+            new Ruling(new Point2D.Float(52.0f, 181.0f), new Point2D.Float(51.797f, 366.0f)),
+            new Ruling(new Point2D.Float(208.62891f, 181.0f), new Point2D.Float(208.62891f, 366.0f)),
+            new Ruling(new Point2D.Float(357.11328f, 180.0f), new Point2D.Float(357.0f, 366.0f)),
+            new Ruling(new Point2D.Float(560.11328f, 180.0f), new Point2D.Float(560.0f, 366.0f))
     };
-    
+
     @Test
     public void testLinesToCells() {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(Arrays.asList(HORIZONTAL_RULING_LINES), Arrays.asList(VERTICAL_RULING_LINES));
@@ -133,7 +134,7 @@ public void testLinesToCells() {
         Collections.sort(expected);
         assertTrue(cells.equals(expected));
     }
-    
+
     @Test
     public void testDetectSingleCell() {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(Arrays.asList(SINGLE_CELL_RULINGS[0]),
@@ -154,7 +155,7 @@ public void testDetectTwoSingleCells() {
         // should not overlap
         assertFalse(cells.get(0).intersects(cells.get(1)));
     }
-    
+
     @Test
     public void testFindSpreadsheetsFromCells() throws IOException {
 
@@ -164,7 +165,7 @@ public void testFindSpreadsheetsFromCells() throws IOException {
 
         List<Cell> cells = new ArrayList<Cell>();
 
-        for (CSVRecord record: parse) {
+        for (CSVRecord record : parse) {
             cells.add(new Cell(Float.parseFloat(record.get(0)),
                     Float.parseFloat(record.get(1)),
                     Float.parseFloat(record.get(2)),
@@ -179,7 +180,7 @@ public void testFindSpreadsheetsFromCells() throws IOException {
         Collections.sort(foundRectangles);
         assertTrue(foundRectangles.equals(expected));
     }
-    
+
     // TODO Add assertions
     @Test
     public void testSpreadsheetExtraction() throws IOException {
@@ -187,7 +188,7 @@ public void testSpreadsheetExtraction() throws IOException {
                 .getAreaFromFirstPage(
                         "src/test/resources/technology/tabula/argentina_diputados_voting_record.pdf",
                         269.875f, 12.75f, 790.5f, 561f);
-        
+
         SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
     }
 
@@ -199,14 +200,30 @@ public void testSpanningCells() throws IOException {
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
         List<? extends Table> tables = se.extract(page);
         assertEquals(2, tables.size());
-                
+
 
         StringBuilder sb = new StringBuilder();
         (new JSONWriter()).write(sb, (List<Table>) tables);
         assertEquals(expectedJson, sb.toString());
 
     }
-    
+
+    @Test
+    public void testSpanningCellsToCsv() throws IOException {
+        Page page = UtilsForTesting
+                .getPage("src/test/resources/technology/tabula/spanning_cells.pdf", 1);
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spanning_cells.csv");
+        SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
+        List<? extends Table> tables = se.extract(page);
+        assertEquals(2, tables.size());
+
+
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, (List<Table>) tables);
+        assertEquals(expectedCsv, sb.toString());
+
+    }
+
     @Test
     public void testIncompleteGrid() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/china.pdf", 1);
@@ -214,7 +231,7 @@ public void testIncompleteGrid() throws IOException {
         List<? extends Table> tables = se.extract(page);
         assertEquals(2, tables.size());
     }
-    
+
     @Test
     public void testNaturalOrderOfRectanglesDoesNotBreakContract() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-017.pdf", 2);
@@ -223,31 +240,31 @@ public void testNaturalOrderOfRectanglesDoesNotBreakContract() throws IOExceptio
 
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, tables.get(0));
-        
+
         String result = sb.toString();
         String expected = "Project,Agency,Institution\r\nNanotechnology and its publics,NSF,Pennsylvania State University\r\n\"Public information and deliberation in nanoscience and\rnanotechnology policy (SGER)\",Interagency,\"North Carolina State\rUniversity\"\r\n\"Social and ethical research and education in agrifood\rnanotechnology (NIRT)\",NSF,Michigan State University\r\n\"From laboratory to society: developing an informed\rapproach to nanoscale science and engineering (NIRT)\",NSF,University of South Carolina\r\nDatabase and innovation timeline for nanotechnology,NSF,UCLA\r\nSocial and ethical dimensions of nanotechnology,NSF,University of Virginia\r\n\"Undergraduate exploration of nanoscience,\rapplications and societal implications (NUE)\",NSF,\"Michigan Technological\rUniversity\"\r\n\"Ethics and belief inside the development of\rnanotechnology (CAREER)\",NSF,University of Virginia\r\n\"All centers, NNIN and NCN have a societal\rimplications components\",\"NSF, DOE,\rDOD, and NIH\",\"All nanotechnology centers\rand networks\"\r\n";
-        
+
         assertEquals(expected, result);
     }
-    
+
     @Test
     public void testMergeLinesCloseToEachOther() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/20.pdf", 1);
         List<Ruling> rulings = page.getVerticalRulings();
-        float[] expectedRulings = new float[] { 105.549774f,107.52332f,160.58167f,377.1792f,434.95804f,488.21783f };
+        float[] expectedRulings = new float[]{105.549774f, 107.52332f, 160.58167f, 377.1792f, 434.95804f, 488.21783f};
         for (int i = 0; i < rulings.size(); i++) {
             assertEquals(expectedRulings[i], rulings.get(i).getLeft(), 0.1);
         }
         assertEquals(6, rulings.size());
 
-        
+
     }
 
     @Test
     public void testSpreadsheetWithNoBoundingFrameShouldBeSpreadsheet() throws IOException {
         Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf", 1,
-        		150.56f,58.9f,654.7f,536.12f);
-        
+                150.56f, 58.9f, 654.7f, 536.12f);
+
         String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
 
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
@@ -256,11 +273,11 @@ public void testSpreadsheetWithNoBoundingFrameShouldBeSpreadsheet() throws IOExc
         List<? extends Table> tables = se.extract(page);
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, tables.get(0));
-        
+
         assertEquals(expectedCsv, sb.toString());
-        
+
     }
-    
+
     @Test
     public void testExtractSpreadsheetWithinAnArea() throws IOException {
         Page page = UtilsForTesting.getAreaFromPage(
@@ -271,40 +288,40 @@ public void testExtractSpreadsheetWithinAnArea() throws IOException {
         List<? extends Table> tables = se.extract(page);
         Table table = tables.get(0);
         assertEquals(15, table.getRows().size());
-        
-        String expected = "\"\",TM,M.U$S,TM,M.U$S,TM,M.U$S,TM,M.U$S,TM,M.U$S,TM,M.U$S,TM\n" + 
-                "Peces vivos,1,25,1,23,2,38,1,37,2,67,2,89,1\n" + 
-                "\"Pescado fresco\n" + 
-                "o refrigerado.\n" + 
-                "exc. filetes\",7.704,7.175,8.931,6.892,12.635,10.255,16.742,13.688,14.357,11.674,13.035,13.429,9.727\n" + 
-                "\"Pescado congelado\n" + 
-                "exc. filetes\",90.560,105.950,112.645,108.416,132.895,115.874,152.767,133.765,148.882,134.847,156.619,165.134,137.179\n" + 
-                "\"Filetes y demás car-\n" + 
-                "nes de pescado\",105.434,200.563,151.142,218.389,152.174,227.780,178.123,291.863,169.422,313.735,176.427,381.640,144.814\n" + 
-                "\"Pescado sec./sal./\n" + 
-                "en salm. har./pol./\n" + 
-                "pell. aptos\n" + 
-                "p/c humano\",6.837,14.493,6.660,9.167,14.630,17.579,18.150,21.302,18.197,25.739,13.460,23.549,11.709\n" + 
-                "Crustáceos,61.691,375.798,52.488,251.043,47.635,387.783,27.815,217.443,7.123,86.019,39.488,373.583,45.191\n" + 
-                "Moluscos,162.027,174.507,109.436,111.443,90.834,104.741,57.695,109.141,98.182,206.304,187.023,251.352,157.531\n" + 
-                "\"Prod. no exp. en\n" + 
-                "otros capítulos.\n" + 
-                "No apto p/c humano\",203,328,7,35,521,343,\"1,710\",\"1,568\",125,246,124,263,131\n" + 
-                "\"Grasas y aceites de\n" + 
-                "pescado y mamíferos\n" + 
-                "marinos\",913,297,\"1,250\",476,\"1,031\",521,\"1,019\",642,690,483,489,710,959\n" + 
-                "\"Extractos y jugos de\n" + 
-                "pescado y mariscos\",5,25,1,3,4,4,31,93,39,117,77,230,80\n" + 
-                "\"Preparaciones y con-\n" + 
-                "servas de pescado\",846,\"3,737\",\"1,688\",\"4,411\",\"1,556\",\"3,681\",\"2,292\",\"5,474\",\"2,167\",\"7,494\",\"2,591\",\"8,833\",\"2,795\"\n" + 
-                "\"Preparaciones y con-\n" + 
-                "servas de mariscos\",348,\"3,667\",345,\"1,771\",738,\"3,627\",561,\"2,620\",607,\"3,928\",314,\"2,819\",250\n" + 
-                "\"Harina, polvo y pe-\n" + 
-                "llets de pescado.No\n" + 
-                "aptos p/c humano\",\"16,947\",\"8,547\",\"11,867\",\"6,315\",\"32,528\",\"13,985\",\"37,313\",\"18,989\",\"35,787\",\"19,914\",\"37,821\",\"27,174\",\"30,000\"\n" + 
+
+        String expected = "\"\",TM,M.U$S,TM,M.U$S,TM,M.U$S,TM,M.U$S,TM,M.U$S,TM,M.U$S,TM\n" +
+                "Peces vivos,1,25,1,23,2,38,1,37,2,67,2,89,1\n" +
+                "\"Pescado fresco\n" +
+                "o refrigerado.\n" +
+                "exc. filetes\",7.704,7.175,8.931,6.892,12.635,10.255,16.742,13.688,14.357,11.674,13.035,13.429,9.727\n" +
+                "\"Pescado congelado\n" +
+                "exc. filetes\",90.560,105.950,112.645,108.416,132.895,115.874,152.767,133.765,148.882,134.847,156.619,165.134,137.179\n" +
+                "\"Filetes y demás car-\n" +
+                "nes de pescado\",105.434,200.563,151.142,218.389,152.174,227.780,178.123,291.863,169.422,313.735,176.427,381.640,144.814\n" +
+                "\"Pescado sec./sal./\n" +
+                "en salm. har./pol./\n" +
+                "pell. aptos\n" +
+                "p/c humano\",6.837,14.493,6.660,9.167,14.630,17.579,18.150,21.302,18.197,25.739,13.460,23.549,11.709\n" +
+                "Crustáceos,61.691,375.798,52.488,251.043,47.635,387.783,27.815,217.443,7.123,86.019,39.488,373.583,45.191\n" +
+                "Moluscos,162.027,174.507,109.436,111.443,90.834,104.741,57.695,109.141,98.182,206.304,187.023,251.352,157.531\n" +
+                "\"Prod. no exp. en\n" +
+                "otros capítulos.\n" +
+                "No apto p/c humano\",203,328,7,35,521,343,\"1,710\",\"1,568\",125,246,124,263,131\n" +
+                "\"Grasas y aceites de\n" +
+                "pescado y mamíferos\n" +
+                "marinos\",913,297,\"1,250\",476,\"1,031\",521,\"1,019\",642,690,483,489,710,959\n" +
+                "\"Extractos y jugos de\n" +
+                "pescado y mariscos\",5,25,1,3,4,4,31,93,39,117,77,230,80\n" +
+                "\"Preparaciones y con-\n" +
+                "servas de pescado\",846,\"3,737\",\"1,688\",\"4,411\",\"1,556\",\"3,681\",\"2,292\",\"5,474\",\"2,167\",\"7,494\",\"2,591\",\"8,833\",\"2,795\"\n" +
+                "\"Preparaciones y con-\n" +
+                "servas de mariscos\",348,\"3,667\",345,\"1,771\",738,\"3,627\",561,\"2,620\",607,\"3,928\",314,\"2,819\",250\n" +
+                "\"Harina, polvo y pe-\n" +
+                "llets de pescado.No\n" +
+                "aptos p/c humano\",\"16,947\",\"8,547\",\"11,867\",\"6,315\",\"32,528\",\"13,985\",\"37,313\",\"18,989\",\"35,787\",\"19,914\",\"37,821\",\"27,174\",\"30,000\"\n" +
                 "TOTAL,\"453,515\",\"895,111\",\"456,431\",\"718,382\",\"487,183\",\"886,211\",\"494,220\",\"816,623\",\"495,580\",\"810,565\",\"627,469\",\"1,248,804\",\"540,367\"\n";
 
-      
+
         // TODO add better assertions
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, tables.get(0));
@@ -312,22 +329,22 @@ public void testExtractSpreadsheetWithinAnArea() throws IOException {
 
         List<CSVRecord> parsedExpected = org.apache.commons.csv.CSVParser.parse(expected, CSVFormat.EXCEL).getRecords();
         List<CSVRecord> parsedResult = org.apache.commons.csv.CSVParser.parse(result, CSVFormat.EXCEL).getRecords();
-      
+
         assertEquals(parsedResult.size(), parsedExpected.size());
-        for (int i = 0; i < parsedResult.size(); i ++) {
+        for (int i = 0; i < parsedResult.size(); i++) {
             assertEquals(parsedResult.get(i).size(), parsedExpected.get(i).size());
         }
-        
+
     }
-    
+
     @Test
     public void testAlmostIntersectingRulingsShouldIntersect() {
         Ruling v = new Ruling(new Point2D.Float(555.960876f, 271.569641f), new Point2D.Float(555.960876f, 786.899902f));
         Ruling h = new Ruling(new Point2D.Float(25.620499f, 786.899902f), new Point2D.Float(555.960754f, 786.899902f));
-        Map<Point2D, Ruling[]> m = Ruling.findIntersections(Arrays.asList(new Ruling[] { h }), Arrays.asList(new Ruling[] { v }));
+        Map<Point2D, Ruling[]> m = Ruling.findIntersections(Arrays.asList(new Ruling[]{h}), Arrays.asList(new Ruling[]{v}));
         assertEquals(m.values().size(), 1);
     }
-    
+
     // TODO add assertions
     @Test
     public void testDontRaiseSortException() throws IOException {
@@ -339,7 +356,7 @@ public void testDontRaiseSortException() throws IOException {
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
     }
-    
+
     @Test
     public void testShouldDetectASingleSpreadsheet() throws IOException {
         Page page = UtilsForTesting.getAreaFromPage(
@@ -350,35 +367,52 @@ public void testShouldDetectASingleSpreadsheet() throws IOException {
         List<Table> tables = (List<Table>) bea.extract(page);
         assertEquals(1, tables.size());
     }
-    
+
     @Test
     public void testExtractTableWithExternallyDefinedRulings() throws IOException {
-        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-007.pdf", 
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-007.pdf",
                 1);
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) bea.extract(page,
                 Arrays.asList(EXTERNALLY_DEFINED_RULINGS));
         assertEquals(1, tables.size());
         Table table = tables.get(0);
+
         assertEquals("Payroll Period", table.getRows().get(0).get(0).getText());
+        assertEquals("One Withholding\rAllowance", table.getRows().get(0).get(1).getText());
+        assertEquals("Weekly", table.getRows().get(1).get(0).getText());
+        assertEquals("$71.15", table.getRows().get(1).get(1).getText());
+        assertEquals("Biweekly", table.getRows().get(2).get(0).getText());
+        assertEquals("142.31", table.getRows().get(2).get(1).getText());
+        assertEquals("Semimonthly", table.getRows().get(3).get(0).getText());
         assertEquals("154.17", table.getRows().get(3).get(1).getText());
-        
+        assertEquals("Monthly", table.getRows().get(4).get(0).getText());
+        assertEquals("308.33", table.getRows().get(4).get(1).getText());
+        assertEquals("Quarterly", table.getRows().get(5).get(0).getText());
+        assertEquals("925.00", table.getRows().get(5).get(1).getText());
+        assertEquals("Semiannually", table.getRows().get(6).get(0).getText());
+        assertEquals("1,850.00", table.getRows().get(6).get(1).getText());
+        assertEquals("Annually", table.getRows().get(7).get(0).getText());
+        assertEquals("3,700.00", table.getRows().get(7).get(1).getText());
+        assertEquals("Daily or Miscellaneous\r(each day of the payroll period)", table.getRows().get(8).get(0).getText());
+        assertEquals("14.23", table.getRows().get(8).get(1).getText());
+
     }
-    
+
     @Test
     public void testAnotherExtractTableWithExternallyDefinedRulings() throws IOException {
-        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-024.pdf", 
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-024.pdf",
                 1);
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) bea.extract(page,
                 Arrays.asList(EXTERNALLY_DEFINED_RULINGS2));
         assertEquals(1, tables.size());
         Table table = tables.get(0);
-        
+
         assertEquals("Total Supply", table.getRows().get(4).get(0).getText());
         assertEquals("6.6", table.getRows().get(6).get(2).getText());
     }
-    
+
     @Test
     public void testSpreadsheetsSortedByTopAndRight() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/sydney_disclosure_contract.pdf",
@@ -387,7 +421,7 @@ public void testSpreadsheetsSortedByTopAndRight() throws IOException {
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) sea.extract(page);
         for (int i = 1; i < tables.size(); i++) {
-            assert(tables.get(i-1).getTop() <= tables.get(i).getTop());
+            assert (tables.get(i - 1).getTop() <= tables.get(i).getTop());
         }
     }
 
@@ -399,29 +433,29 @@ public void testDontStackOverflowQuicksort() throws IOException {
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) sea.extract(page);
         for (int i = 1; i < tables.size(); i++) {
-            assert(tables.get(i-1).getTop() <= tables.get(i).getTop());
+            assert (tables.get(i - 1).getTop() <= tables.get(i).getTop());
         }
     }
-    
+
     @Test
     public void testRTL() throws IOException {
-        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/arabic.pdf", 
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/arabic.pdf",
                 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) sea.extract(page);
         // assertEquals(1, tables.size());
         Table table = tables.get(0);
-        
 
-        assertEquals("اسمي سلطان",                   table.getRows().get(1).get(1).getText()); 
-        assertEquals("من اين انت؟",                  table.getRows().get(2).get(1).getText());
-        assertEquals("1234",                         table.getRows().get(3).get(0).getText());
-        assertEquals("هل انت شباك؟",                 table.getRows().get(4).get(0).getText());
+
+        assertEquals("اسمي سلطان", table.getRows().get(1).get(1).getText());
+        assertEquals("من اين انت؟", table.getRows().get(2).get(1).getText());
+        assertEquals("1234", table.getRows().get(3).get(0).getText());
+        assertEquals("هل انت شباك؟", table.getRows().get(4).get(0).getText());
         assertEquals("انا من ولاية كارولينا الشمال", table.getRows().get(2).get(0).getText()); // conjoined lam-alif gets missed
-        assertEquals("اسمي Jeremy في الانجليزية",    table.getRows().get(4).get(1).getText()); // conjoined lam-alif gets missed
-        assertEquals("عندي 47 قطط",                  table.getRows().get(3).get(1).getText()); // the real right answer is 47.
-        assertEquals("Jeremy is جرمي in Arabic",     table.getRows().get(5).get(0).getText()); // the real right answer is 47.
-        assertEquals("مرحبًا",                       table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+        assertEquals("اسمي Jeremy في الانجليزية", table.getRows().get(4).get(1).getText()); // conjoined lam-alif gets missed
+        assertEquals("عندي 47 قطط", table.getRows().get(3).get(1).getText()); // the real right answer is 47.
+        assertEquals("Jeremy is جرمي in Arabic", table.getRows().get(5).get(0).getText()); // the real right answer is 47.
+        assertEquals("مرحبًا", table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
 
         // there is one remaining problems that are not yet addressed
         // - diacritics (e.g. Arabic's tanwinً and probably Hebrew nekudot) are put in the wrong place.
@@ -436,26 +470,26 @@ public void testRTL() throws IOException {
 
     @Test
     public void testRealLifeRTL() throws IOException {
-        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/mednine.pdf", 
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/mednine.pdf",
                 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = (List<Table>) sea.extract(page);
         // assertEquals(1, tables.size());
         Table table = tables.get(0);
-        
-        assertEquals("الانتخابات التشريعية  2014",     table.getRows().get(0).get(0).getText()); // the doubled spaces might be a bug in my implementation.
-        assertEquals("ورقة كشف نتائج دائرة مدنين",     table.getRows().get(1).get(0).getText());
-        assertEquals("426",                            table.getRows().get(4).get(0).getText());
-        assertEquals("63",                             table.getRows().get(4).get(1).getText());
-        assertEquals("43",                             table.getRows().get(4).get(2).getText());
-        assertEquals("56",                             table.getRows().get(4).get(3).getText());
-        assertEquals("58",                             table.getRows().get(4).get(4).getText());
-        assertEquals("49",                             table.getRows().get(4).get(5).getText());
-        assertEquals("55",                             table.getRows().get(4).get(6).getText());
-        assertEquals("33",                             table.getRows().get(4).get(7).getText());
-        assertEquals("32",                             table.getRows().get(4).get(8).getText());
-        assertEquals("37",                             table.getRows().get(4).get(9).getText());
-        assertEquals("قائمة من أجل تحقيق سلطة الشعب",  table.getRows().get(4).get(10).getText());
+
+        assertEquals("الانتخابات التشريعية  2014", table.getRows().get(0).get(0).getText()); // the doubled spaces might be a bug in my implementation.
+        assertEquals("ورقة كشف نتائج دائرة مدنين", table.getRows().get(1).get(0).getText());
+        assertEquals("426", table.getRows().get(4).get(0).getText());
+        assertEquals("63", table.getRows().get(4).get(1).getText());
+        assertEquals("43", table.getRows().get(4).get(2).getText());
+        assertEquals("56", table.getRows().get(4).get(3).getText());
+        assertEquals("58", table.getRows().get(4).get(4).getText());
+        assertEquals("49", table.getRows().get(4).get(5).getText());
+        assertEquals("55", table.getRows().get(4).get(6).getText());
+        assertEquals("33", table.getRows().get(4).get(7).getText());
+        assertEquals("32", table.getRows().get(4).get(8).getText());
+        assertEquals("37", table.getRows().get(4).get(9).getText());
+        assertEquals("قائمة من أجل تحقيق سلطة الشعب", table.getRows().get(4).get(10).getText());
 
         // there is one remaining problems that are not yet addressed
         // - diacritics (e.g. Arabic's tanwinً and probably Hebrew nekudot) are put in the wrong place.
@@ -467,4 +501,16 @@ public void testRealLifeRTL() throws IOException {
 
     }
 
+    @Test
+    public void testExtractColumnsCorrectly3() throws IOException {
+
+        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/frx_2012_disclosure.pdf",
+                106.01f, 48.09f, 227.31f, 551.89f);
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        Table table = sea.extract(page).get(0);
+
+        assertEquals("REGIONAL PULMONARY & SLEEP\rMEDICINE", table.getRows().get(8).get(1).getText());
+
+    }
+
 }
diff --git a/src/test/java/technology/tabula/TestWriters.java b/src/test/java/technology/tabula/TestWriters.java
index c60b8991..8d50065b 100644
--- a/src/test/java/technology/tabula/TestWriters.java
+++ b/src/test/java/technology/tabula/TestWriters.java
@@ -1,12 +1,15 @@
 package technology.tabula;
 
-import static org.junit.Assert.*;
+import static org.junit.Assert.assertEquals;
 
 import java.io.IOException;
 import java.util.List;
 
 import org.junit.Test;
 
+import com.google.gson.Gson;
+import com.google.gson.JsonArray;
+
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 import technology.tabula.writers.CSVWriter;
@@ -14,19 +17,21 @@
 import technology.tabula.writers.TSVWriter;
 
 public class TestWriters {
-    
+
     private static final String EXPECTED_CSV_WRITER_OUTPUT = "\"ABDALA de MATARAZZO, Norma Amanda\",Frente Cívico por Santiago,Santiago del Estero,AFIRMATIVO";
+
     private Table getTable() throws IOException {
         Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/argentina_diputados_voting_record.pdf", 269.875f, 12.75f, 790.5f, 561f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         return table;
     }
+
     private List<Table> getTables() throws IOException {
-        
-    	Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/twotables.pdf", 1);
+
+        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/twotables.pdf", 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        return (List<Table>) sea.extract(page);    	
+        return (List<Table>) sea.extract(page);
     }
 
     @Test
@@ -38,7 +43,7 @@ public void testCSVWriter() throws IOException {
         String[] lines = s.split("\\r?\\n");
         assertEquals(lines[0], EXPECTED_CSV_WRITER_OUTPUT);
     }
-    
+
     // TODO Add assertions
     @Test
     public void testTSVWriter() throws IOException {
@@ -50,39 +55,80 @@ public void testTSVWriter() throws IOException {
         //String[] lines = s.split("\\r?\\n");
         //assertEquals(lines[0], EXPECTED_CSV_WRITER_OUTPUT);
     }
-    
+
     @Test
     public void testJSONWriter() throws IOException {
-    	String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json");
+        String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json");
         Table table = this.getTable();
         StringBuilder sb = new StringBuilder();
         (new JSONWriter()).write(sb, table);
         String s = sb.toString();
         assertEquals(expectedJson, s);
     }
-    
+
     @Test
     public void testJSONSerializeInfinity() throws IOException {
-    	String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/schools.json");
+        String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/schools.json");
         Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/schools.pdf", 53.74f, 16.97f, 548.74f, 762.3f);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
         Table table = sea.extract(page).get(0);
-        
+
         StringBuilder sb = new StringBuilder();
         (new JSONWriter()).write(sb, table);
         String s = sb.toString();
         assertEquals(expectedJson, s);
     }
-    
+
+    @Test
+    public void testCSVSerializeInfinity() throws IOException {
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/schools.csv");
+        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/schools.pdf", 53.74f, 16.97f, 548.74f, 762.3f);
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        Table table = sea.extract(page).get(0);
+
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, table);
+        String s = sb.toString();
+        assertEquals(expectedCsv, s);
+    }
+
     @Test
     public void testJSONSerializeTwoTables() throws IOException {
-    	String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/twotables.json");
+        String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/twotables.json");
         List<Table> tables = this.getTables();
         StringBuilder sb = new StringBuilder();
         (new JSONWriter()).write(sb, tables);
+
         String s = sb.toString();
         assertEquals(expectedJson, s);
+
+        Gson gson = new Gson();
+        JsonArray json = gson.fromJson(s, JsonArray.class);
+        assertEquals(2, json.size());
+    }
+
+    @Test
+    public void testCSVSerializeTwoTables() throws IOException {
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/twotables.csv");
+        List<Table> tables = this.getTables();
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, tables);
+
+        String s = sb.toString();
+        assertEquals(expectedCsv, s);
+    }
+
+    @Test
+    public void testCSVMultilineRow() throws IOException {
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/frx_2012_disclosure.csv");
+        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/frx_2012_disclosure.pdf", 53.0f, 49.0f, 735.0f, 550.0f);
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        Table table = sea.extract(page).get(0);
+
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, table);
+        String s = sb.toString();
+        assertEquals(expectedCsv, s);
     }
-    
 
 }
diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index 2944daf7..c4f2fe93 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -12,20 +12,20 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 
 public class UtilsForTesting {
-    
+
     public static Page getAreaFromFirstPage(String path, float top, float left, float bottom, float right) throws IOException {
         return getAreaFromPage(path, 1, top, left, bottom, right);
     }
-    
+
     public static Page getAreaFromPage(String path, int page, float top, float left, float bottom, float right) throws IOException {
         return getPage(path, page).getArea(top, left, bottom, right);
     }
-    
+
     public static Page getPage(String path, int pageNumber) throws IOException {
         ObjectExtractor oe = null;
         try {
             PDDocument document = PDDocument
-                    .load(path);
+                    .load(new File(path));
             oe = new ObjectExtractor(document);
             Page page = oe.extract(pageNumber);
             return page;
@@ -59,32 +59,32 @@ public static String[][] tableToArrayOfRows(Table table) {
     }
 
     public static String loadJson(String path) throws IOException {
-    	
-    	BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path), "UTF-8"));
-    	StringBuilder  stringBuilder = new StringBuilder();
-    	String line = null;
-    	
-        while( ( line = reader.readLine() ) != null ) {
-            stringBuilder.append( line );
+
+        BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path), "UTF-8"));
+        StringBuilder stringBuilder = new StringBuilder();
+        String line = null;
+
+        while ((line = reader.readLine()) != null) {
+            stringBuilder.append(line);
         }
 
         return stringBuilder.toString();
-    	
+
     }
-    
+
     public static String loadCsv(String path) throws IOException {
-    	
-    	StringBuilder out = new StringBuilder();
-    	CSVParser parse = org.apache.commons.csv.CSVParser.parse(new File(path), Charset.forName("utf-8"), CSVFormat.EXCEL);
-        
-    	CSVPrinter printer = new CSVPrinter(out, CSVFormat.EXCEL);
+
+        StringBuilder out = new StringBuilder();
+        CSVParser parse = org.apache.commons.csv.CSVParser.parse(new File(path), Charset.forName("utf-8"), CSVFormat.EXCEL);
+
+        CSVPrinter printer = new CSVPrinter(out, CSVFormat.EXCEL);
         printer.printRecords(parse);
         printer.close();
 
         String csv = out.toString().replaceAll("(?<!\r)\n", "\r");
         return csv;
-    	
+
     }
-    
+
 
 }
diff --git a/src/test/resources/technology/tabula/csv/frx_2012_disclosure.csv b/src/test/resources/technology/tabula/csv/frx_2012_disclosure.csv
new file mode 100644
index 00000000..cbe65fb5
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/frx_2012_disclosure.csv
@@ -0,0 +1,90 @@
+"FOREST LABORATORIES, INC. DISCLOSURE REPORT",,,,
+Calendar Year - 2012,,,,
+Physician,Related Entity (if applicable),City / State,Purpose of Payment,Amount ($USD) * **
+"AALAEI, BEHZAD",,"HIGHLAND, IN",MEALS,$51.24
+TOTAL,,,,$51.24
+"AAMODT, DENISE, E",,"ALBUQUERQUE, NM",MEALS,$66.12
+TOTAL,,,,$66.12
+"AANONSEN, DEBORAH, A",,"STATEN ISLAND, NY",MEALS,$85.00
+TOTAL,,,,$85.00
+"AARON, CAREN, T",,"RICHMOND, VA",EDUCATIONAL ITEMS,$78.80
+"AARON, CAREN, T",,"RICHMOND, VA",MEALS,$392.45
+TOTAL,,,,$471.25
+"AARON, JOHN",,"CLARKSVILLE, TN",MEALS,$20.39
+TOTAL,,,,$20.39
+"AARON, JOSHUA, N",,"WEST GROVE, PA",MEALS,$310.33
+"AARON, JOSHUA, N","REGIONAL PULMONARY & SLEEP
+MEDICINE","WEST GROVE, PA",SPEAKING FEES,"$4,700.00"
+TOTAL,,,,"$5,010.33"
+"AARON, MAUREEN, M",,"MARTINSVILLE, VA",MEALS,$193.67
+TOTAL,,,,$193.67
+"AARON, MICHAEL, L",,"WEST ISLIP, NY",MEALS,$19.50
+TOTAL,,,,$19.50
+"AARON, MICHAEL, R",,"BROOKLYN, NY",MEALS,$65.92
+TOTAL,,,,$65.92
+"AARONS, MARK, G",,"PINEHURST, NC",MEALS,$154.19
+TOTAL,,,,$154.19
+"AARONSON, GARY, A",,"PHILADELPHIA, PA",MEALS,$205.17
+TOTAL,,,,$205.17
+"AARONSON, ROBERT, M",,"TUCSON, AZ",MEALS,$24.38
+TOTAL,,,,$24.38
+"AASHEIM, RICHARD, J",,"GREENEVILLE, TN",EDUCATIONAL ITEMS,$2.27
+"AASHEIM, RICHARD, J",,"GREENEVILLE, TN",MEALS,$100.76
+TOTAL,,,,$103.03
+"AASMAA, SIRIKE, T",,"MONTVILLE, NJ",MEALS,$53.33
+TOTAL,,,,$53.33
+"AAZAMI, HESSAM",,"GRANADA HILLS, CA",MEALS,$402.90
+TOTAL,,,,$402.90
+"ABAABA, ABIEDU, C",,"JACKSONVILLE, FL",MEALS,$13.49
+TOTAL,,,,$13.49
+"ABABNEH, ALAELDIN, A",,"KANSAS CITY, KS",MEALS,$10.31
+TOTAL,,,,$10.31
+"ABAD, ANTONIO, A",,"CORAL SPRINGS, FL",MEALS,$516.29
+TOTAL,,,,$516.29
+"ABADEER, PETER, S",,"NORMAL, IL",MEALS,$200.38
+TOTAL,,,,$200.38
+"ABAD, ENZO, L",,"MIAMI, FL",MEALS,$67.61
+TOTAL,,,,$67.61
+"ABADIAN SHARIFABAD,
+MANOOCHEHR",,"GRANADA HILLS, CA",MEALS,$12.37
+TOTAL,,,,$12.37
+"ABADI, CHRISTOPHER, A",,"WARWICK, RI",MEALS,$157.42
+TOTAL,,,,$157.42
+"ABADIE, MARCUS, G",,"ATHENS, TX",MEALS,$361.89
+TOTAL,,,,$361.89
+"ABADI, JAMSHEED, S",,"BROOKLYN, NY",MEALS,$363.40
+TOTAL,,,,$363.40
+"ABADILLA, JUNE, E",,"JACKSON, KY",MEALS,$105.33
+TOTAL,,,,$105.33
+"ABAD, JOHN, P",,"NEWARK, OH",MEALS,$347.64
+TOTAL,,,,$347.64
+"ABAD, JOSE, F",,"FOLSOM, CA",MEALS,$30.28
+TOTAL,,,,$30.28
+"ABAD, REMEDIOS, D",,"WILNINGTON, DE",MEALS,$26.85
+TOTAL,,,,$26.85
+"ABAD, SO KIM, F",,"WICHITA FALLS, TX",MEALS,$136.52
+TOTAL,,,,$136.52
+"ABAD, ZOILO, R",,"MIAMI, FL",MEALS,$93.83
+TOTAL,,,,$93.83
+"ABALIHI, CAROL, N",,"EL PASO, TX",MEALS,$88.48
+TOTAL,,,,$88.48
+"ABALOS, ANNA, T",,"ROSEVILLE, CA",MEALS,$178.60
+TOTAL,,,,$178.60
+"ABALOS, ARTURO, Z",,"DELANO, CA",MEALS,$48.06
+TOTAL,,,,$48.06
+"ABALOS, JOSEPH, M",,"SENECA, PA",MEALS,$39.03
+TOTAL,,,,$39.03
+"ABANDO, JOSE, R",,"DAYTONA BEACH, FL",MEALS,$83.44
+TOTAL,,,,$83.44
+"ABANG, ANTHONY, E",,"ELIZABETHTOWN, KY",MEALS,$12.62
+TOTAL,,,,$12.62
+"ABAN, KENRIC, T",,"SAN DIEGO, CA",MEALS,$11.91
+TOTAL,,,,$11.91
+"ABAQUETA, ALVIN, Y",,"CHARLOTTE, NC",MEALS,$233.71
+TOTAL,,,,$233.71
+"ABARCA, SERGIO, O",,"TOOELE, UT",MEALS,$159.58
+TOTAL,,,,$159.58
+"ABARIKWU, CONSTANTIA, A",,"PHOENIX, AZ",MEALS,$153.57
+TOTAL,,,,$153.57
+"ABASHIDZE, TEAH, A",,"CLEVELAND, OH",MEALS,$153.59
+TOTAL,,,,$153.59
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/indictb1h_14.csv b/src/test/resources/technology/tabula/csv/indictb1h_14.csv
index e18fdc49..add5e59a 100644
--- a/src/test/resources/technology/tabula/csv/indictb1h_14.csv
+++ b/src/test/resources/technology/tabula/csv/indictb1h_14.csv
@@ -1,36 +1,36 @@
-2014,2013,2012,2011,2010,2009,
-,,,,,,תוצר מקומי גולמי
-2.6,3.2,3.0,4.2,5.8,1.9,סך הכל
-0.7,1.3,1.1,2.3,3.8,0.1,סך הכל - לנפש
-2.5,3.4,2.9,4.5,6.8,1.5,הסקטור העסקי
-0.3,3.2,2.9,0.0,12.0,-4.3,תעשייה )ללא יהלומים(
--1.7,1.3,6.8,11.6,11.2,3.4,בינוי
-2.2,2.4,2.9,5.8,7.9,-2.5,שימושים במקורות
-,,,,,,צריכה
-,,,,,,ההוצאה לצריכה ציבורית:
-3.8,3.5,3.6,2.7,2.8,2.9,סך הכל
-2.5,3.1,3.8,3.6,2.9,4.8,אזרחית
-7.8,4.7,3.0,0.1,2.8,-1.7,ביטחונית
-8.6,2.3,1.4,1.9,0.4,1.8,הוצאה מקומית לביטחון
-3.4,6.8,11.5,6.4,13.3,-20.6,יבוא ביטחוני
-,,,,,,ההוצאה לצריכה פרטית לנפש:
-1.8,1.4,1.2,1.0,2.7,0.4,סך הכל
-1.4,1.4,1.5,0.8,2.0,1.2,למעט מוצרים בני-קיימא
-7.0,1.9,-2.0,3.8,9.3,-6.3,מוצרים בני-קיימא
-1.6,1.4,1.3,1.2,2.5,0.8,ההוצאה לצריכה אינדיבידואלית 1)( לנפש
-3.4,2.0,1.5,-0.1,0.5,-0.4,ההוצאה לצריכה קולקטיבית לנפש
-1.8,1.5,1.4,1.0,2.2,0.6,סך כל ההוצאה לצריכה סופית לנפש(2)
-,,,,,,ההשקעה בנכסים קבועים
--2.7,1.1,3.2,14.5,10.2,-2.6,סך הכל
--1.2,1.2,8.6,12.1,13.0,8.0,בתי מגורים: סך הכל
--2.4,0.0,8.5,11.3,13.7,8.6,בנייה פרטית למגורים
-14.8,19.1,9.4,25.6,2.5,0.0,בנייה ציבורית למגורים
--3.4,1.1,0.9,15.6,9.1,-6.3,ענפי המשק : סך הכל
--8.1,12.1,-1.7,7.7,5.7,1.0,בניינים שלא למגורים
--8.7,4.0,13.6,13.9,9.5,-5.1,עבודות בנייה אחרות
-3.2,-12.1,-3.1,41.8,5.3,-20.0,מכונות וציוד
--2.4,16.3,-20.2,-2.0,27.6,-6.8,כלי תחבורה יבשתיים
-0.6,1.5,0.9,6.5,15.1,-11.9,יצוא סחורות ושירותים
-,,,,,,יבוא סחורות ושירותים
-0.9,-0.1,2.5,10.7,15.1,-13.8,סך הכל
-0.9,-0.3,2.2,10.8,15.1,-13.6,ללא יבוא ביטחוני
\ No newline at end of file
+2014,2013,2012,2011,2010,2009,,,
+"",,,,,,,,תוצר מקומי גולמי
+2.6,3.2,3.0,4.2,5.8,1.9,,,סך הכל
+0.7,1.3,1.1,2.3,3.8,0.1,,,סך הכל - לנפש
+2.5,3.4,2.9,4.5,6.8,1.5,,,הסקטור העסקי
+0.3,3.2,2.9,0.0,12.0,-4.3,,,תעשייה )ללא יהלומים(
+"-1.7",1.3,6.8,11.6,11.2,3.4,,,בינוי
+2.2,2.4,2.9,5.8,7.9,-2.5,,,שימושים במקורות
+"",,,,,,,,צריכה
+"",,,,,,,:ההוצאה לצריכה ציבורית,
+3.8,3.5,3.6,2.7,2.8,2.9,,,סך הכל
+2.5,3.1,3.8,3.6,2.9,4.8,,,אזרחית
+7.8,4.7,3.0,0.1,2.8,-1.7,,,ביטחונית
+8.6,2.3,1.4,1.9,0.4,1.8,,הוצאה מקומית לביטחון,
+3.4,6.8,11.5,6.4,13.3,-20.6,,,יבוא ביטחוני
+"",,,,,,:ההוצאה לצריכה פרטית לנפש,,
+1.8,1.4,1.2,1.0,2.7,0.4,,,סך הכל
+1.4,1.4,1.5,0.8,2.0,1.2,,למעט מוצרים בני-קיימא,
+7.0,1.9,-2.0,3.8,9.3,-6.3,,,מוצרים בני-קיימא
+1.6,1.4,1.3,1.2,2.5,0.8,ההוצאה לצריכה אינדיבידואלית 1)( לנפש,,
+3.4,2.0,1.5,-0.1,0.5,-0.4,ההוצאה לצריכה קולקטיבית לנפש,,
+1.8,1.5,1.4,1.0,2.2,0.6,סך כל ההוצאה לצריכה סופית לנפש(2),,
+"",,,,,,,,ההשקעה בנכסים קבועים
+"-2.7",1.1,3.2,14.5,10.2,-2.6,,,סך הכל
+"-1.2",1.2,8.6,12.1,13.0,8.0,,,בתי מגורים:סך הכל
+"-2.4",0.0,8.5,11.3,13.7,8.6,בנייה פרטית למגורים,,
+14.8,19.1,9.4,25.6,2.5,0.0,בנייה ציבורית למגורים,,
+"-3.4",1.1,0.9,15.6,9.1,-6.3,,,ענפי המשק :  סך הכל
+"-8.1",12.1,-1.7,7.7,5.7,1.0,בניינים שלא למגורים,,
+"-8.7",4.0,13.6,13.9,9.5,-5.1,עבודות בנייה אחרות,,
+3.2,-12.1,-3.1,41.8,5.3,-20.0,,מכונות וציוד,
+"-2.4",16.3,-20.2,-2.0,27.6,-6.8,כלי תחבורה יבשתיים,,
+0.6,1.5,0.9,6.5,15.1,-11.9,,,יצוא סחורות ושירותים
+"",,,,,,,,יבוא סחורות ושירותים
+0.9,-0.1,2.5,10.7,15.1,-13.8,,,סך הכל
+0.9,-0.3,2.2,10.8,15.1,-13.6,,,ללא יבוא ביטחוני
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/schools.csv b/src/test/resources/technology/tabula/csv/schools.csv
new file mode 100644
index 00000000..e37f1f48
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/schools.csv
@@ -0,0 +1,45 @@
+"",Last Name,First Name,Address,City,State,Zip,Occupation,Employer,Date,Amount
+"",Lidstad,Dick & Peg,62 Mississippi River Blvd N,Saint Paul,MN,55104,retired,,10/12/2012,60.00
+"",Strom,Pam,1229 Hague Ave,St. Paul,MN,55104,,,9/12/2012,60.00
+"",Seeba,Louise & Paul,1399 Sheldon St,Saint Paul,MN,55108,BOE,City of Saint Paul,10/12/2012,60.00
+"",Schumacher / Bales,Douglas L. / Patricia,948 County Rd. D W,Saint Paul,MN,55126,,,10/13/2012,60.00
+"",Abrams,Marjorie,238 8th St east,St Paul,MN,55101,Retired,Retired,8/8/2012,75.00
+"",Crouse / Schroeder,Abigail / Jonathan,1545 Branston St.,Saint Paul,MN,55108,,,10/6/2012,75.00
+"",O'Connell,Jean,888 Ivy Ave W.,Saint Paul,MN,55117,,,9/30/2012,75.00
+"",Reese,Cheri A,981 Davern St.,Saint Paul,MN,55116,Public Relations,Far North Spirits,10/3/2012,75.00
+"",Serrano,Luz Maria,5559 Park Place Drive,Shoreview,MN,55126,retired,SPPS,9/20/2012,75.00
+"",Alsiddiqui,Jaber,13056 Euclid Ave,Apple Valley,MN,55124,SPPS budget analyst,SPPS,9/20/2012,100.00
+"",Andrastek,John,774 Ashland Ave,St Paul,MN,55104,asst principal,SPPS,8/22/2012,100.00
+"",Anfang,Heather L. & Matt,1635 Bayard Ave,Saint Paul,MN,55116,Ex Director,BOMA,10/6/2012,100.00
+"",Aronson,Roger J.,4852 Emerson Ave. S.,Minneapolis,MN,55419,Attorney at Law,,9/20/2012,100.00
+"",Aronson,Roger J.,4852 Emerson Ave. S.,Minneapolis,MN,55419,Attorney at Law,,9/20/2012,100.00
+"",Banks,Michael or Patricia,1664 Van Buren Ave.,Saint Paul,MN,55104,retired social worker,,9/20/2012,100.00
+"",Bennett,David,25 Birchwood Rd.,Mahtomedi,MN,55110,retired,retired,9/3/2012,100.00
+"",Berry,Margaret,1267 Pike Lake Dr,New Brighton,MN,55112,Asst Principal,Saint Paul Public Schools,8/8/2012,100.00
+"",Boyle,Matthew C. & Eliza,2165 Princeton Ave,Saint Paul,MN,55105,,,10/6/2012,100.00
+"",Brodrick,John,1007 Charles,St. Paul,MN,55104,BOE,retired,8/26/2012,100.00
+"",Brodrick,John F.,1007 Charles Ave,Saint Paul,MN,55104,BoE,SPPS,10/4/2012,100.00
+"",Brown,Mike,1440 Goodrich Ave,Saint Paul,MN,55105,,,9/23/2012,100.00
+"",Cacy,Jill,1409 Smith Ave So,West St. Paul,MN,55118,Administrator,SPPS,9/12/2012,100.00
+"",Cardwell,Eileen,4172 Bridgewater Ct,Vadnais Height,MN,55127,Retired,Retired,8/3/2012,100.00
+"",Carlstrom,Cheryl,4244 Oakmede Ln,St Paul,MN,55110,Satff,Saint Paul Public Schools,8/8/2012,100.00
+"",Carter,Melvin W. & Willet,405 Western Ave N,Saint Paul,MN,55103,Cty Commissioner,Ramsey Cty,10/8/2012,100.00
+"",Caruso,Sarah,2615 Newton Ave S,Minneapolis,MN,55405,CEO,United Way,9/12/2012,100.00
+"",Casey /Trewartha,Kerry F. / Kelly A.,2266 Goodrich Ave,Saint Paul,MN,55105,,,10/4/2012,100.00
+"",Cassidy,Paul D.,1990 Dayton Ave,Saint Paul,MN,55104,,,10/6/2012,100.00
+"",Causey,Christopher,2181 Doswell Avenue,Saint Paul,MN,55108,finance,,9/3/2012,100.00
+"",Christiansen,Lena,2453 Como Ave,St Paul,MN,55108,Principal,Saint Paul Public Schools,8/8/2012,100.00
+"",Clapp,Agustus (Bill),757 Osceola Ave #1,Saint Paul,MN,55105,retired,,10/2/2012,100.00
+"",Cohen,Brad A.,1460 Raymond Ave,Saint Paul,MN,55108,academic technology,UMN,10/17/2012,100.00
+"",Commers,Beth,2294 Commonwealth Ave,St Paul,MN,55108,Self Employed,Homemaker,8/1/2012,100.00
+"",Couture,Steven,7950 Victoria Way,Saint Louise Park,MN,55426,Principal,Saint Paul Public Schools,8/10/2012,100.00
+"",Crawford,Lydia P.,1140 Edgcumbe Rd,Saint Paul,MN,55105,,,9/15/2012,100.00
+"",Cudahy / Ricker,Robert & Mary C,616 Cherokee Ave.,Saint Paul,MN,55107,Teacher/Union Presid,SPPS/SPFT,9/18/2012,100.00
+"",Cudahy / Ricker,Robert & Mary C,616 Cherokee Ave.,Saint Paul,MN,55107,Teacher/Union Presid,SPPS/SPFT,10/6/2012,100.00
+"",Currie,Elisabeth,2274 Hillside Ave,St. Paul,MN,55108,,,9/12/2012,100.00
+"",Doane,Paul V & Helen R,444 Portland Ave,Sant Paul,MN,55102,Ex director,St Paul Teachers' Retirement A,10/3/2012,100.00
+"",Dougherty,Richards S & Patrici,812 Goodrich Ave,Saint Paul,MN,55105,,,10/4/2012,100.00
+"",Driscoll,Joe & Jill,2383 Bourne Ave,Saint Paul,MN,55108,HR Manager,LexisNexis,10/18/2012,100.00
+"",Dubaille / Haugee,Florence M.  /Eric,1009 Edmund Ave,Saint Paul,MN,55104,Florence‐teacher,SPPS,10/3/2012,100.00
+"",Eaton,Jim,2133 Berkeley Ave,St Paul,MN,55105,Principal,Saint Paul Public Schools,8/23/2012,100.00
+"",Eaves /Alger,Patricia / Stuart,1143 Portladn Ave.,Saint Paul,MN,55104,,,10/3/2012,100.00
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/spanning_cells.csv b/src/test/resources/technology/tabula/csv/spanning_cells.csv
new file mode 100644
index 00000000..feec024d
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/spanning_cells.csv
@@ -0,0 +1,25 @@
+Improved operation scenario,,,,,
+Volume servers in:,2007,2008,2009,2010,2011
+Server closets,"1,505","1,580","1,643","1,673","1,689"
+Server rooms,"1,512","1,586","1,646","1,677","1,693"
+Localized data centers,"1,512","1,586","1,646","1,677","1,693"
+Mid-tier data centers,"1,512","1,586","1,646","1,677","1,693"
+Enterprise-class data centers,"1,512","1,586","1,646","1,677","1,693"
+Best practice scenario,,,,,
+Volume servers in:,2007,2008,2009,2010,2011
+Server closets,"1,456","1,439","1,386","1,296","1,326"
+Server rooms,"1,465","1,472","1,427","1,334","1,371"
+Localized data centers,"1,465","1,471","1,426","1,334","1,371"
+Mid-tier data centers,"1,465","1,471","1,426","1,334","1,371"
+Enterprise-class data centers,"1,465","1,471","1,426","1,334","1,371"
+State-of-the-art scenario,,,,,
+Volume servers in:,2007,2008,2009,2010,2011
+Server closets,"1,485","1,471","1,424","1,315","1,349"
+Server rooms,"1,495","1,573","1,586","1,424","1,485"
+Localized data centers,"1,495","1,572","1,585","1,424","1,485"
+Mid-tier data centers,"1,495","1,572","1,585","1,424","1,485"
+Enterprise-class data centers,"1,495","1,572","1,585","1,424","1,485"
+All alternative scenarios,,,,,
+Server class,2007,2008,2009,2010,2011
+Mid-range,"4,921","5,467","6,152","6,649","7,185"
+High-end,"76,295","81,624","86,849","92,662","98,864"
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/twotables.csv b/src/test/resources/technology/tabula/csv/twotables.csv
new file mode 100644
index 00000000..a9e52922
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/twotables.csv
@@ -0,0 +1,32 @@
+"",株主資本,,,,
+"",資本金,資本剰余金,利益剰余金,自己株式,株主資本合計
+"当期首残高","5,664",749,"12,017",△747,"17,683"
+"当期変動額",,,,,
+"剰余金の配当",,,△525,,△525
+"当期純利益",,,"1,269",,"1,269"
+"自己株式の取得",,,,△0,△0
+"持分法の適用範囲
+の変動",,,85,,85
+"株主資本以外の項目
+の当期変動額(純額)",,,,,
+"当期変動額合計",―,―,829,△0,829
+"当期末残高","5,664",749,"12,846",△747,"18,512"
+"",その他の包括利益累計額,少数株主持分,純資産合計,,,,
+"","その他有価証券
+評価差額金","繰延ヘッジ
+損益","為替換算
+調整勘定","退職給付に係る
+調整累計額","その他の
+包括利益
+累計額合計",,
+"当期首残高",△669,61,△109,―,△717,246,"17,212"
+"当期変動額",,,,,,,
+"剰余金の配当",,,,,,,△525
+"当期純利益",,,,,,,"1,269"
+"自己株式の取得",,,,,,,△0
+"持分法の適用範囲
+の変動",,,,,,,85
+"株主資本以外の項目
+の当期変動額(純額)",556,80,5,―,642,△0,642
+"当期変動額合計",556,80,5,―,642,△0,"1,471"
+"当期末残高",△113,142,△104,―,△75,245,"18,683"
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/us-020.csv b/src/test/resources/technology/tabula/csv/us-020.csv
new file mode 100644
index 00000000..b846d719
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/us-020.csv
@@ -0,0 +1,50 @@
+"",,,,,,Combined
+"",Percentage of,,,,,weighted school
+"",international,National desired,Weighted school,Weighted school,,participation
+"",desired population,population overall,participation rate,participation rate,Weighted student,and student
+Education system,coverage,exclusion rate,before substitution,after substitution,response rate,response rate
+Australia,100,4,96,98,95,93
+Austria,100,5,100,100,98,98
+Azerbaijan,100,7,84,100,100,100
+Belgium (French)-BEL,100,6,77,85,97,82
+Bulgaria,100,3,97,100,95,95
+Canada,100,10,98,98,96,94
+Chinese Taipei-CHN,100,1,100,100,99,99
+Colombia,100,2,89,99,97,95
+Croatia,100,8,99,100,95,95
+Czech Republic,100,5,90,99,94,94
+Denmark,100,7,87,98,97,95
+England-GBR,100,2,73,87,94,82
+Finland,100,3,97,99,96,95
+France,100,5,98,100,98,97
+Georgia,92,5,97,98,98,96
+Germany,100,2,96,99,96,95
+Hong Kong-CHN,100,12,86,88,94,83
+Hungary,100,4,98,99,97,96
+Indonesia,100,3,100,100,97,97
+"Iran, Islamic Rep. Of",100,5,100,100,99,99
+Ireland,100,3,98,100,95,95
+Israel,100,25,98,99,94,93
+Italy,100,4,81,98,96,95
+Lithuania,93,6,94,100,94,94
+Malta,100,4,100,100,95,95
+Morocco,100,2,99,99,96,95
+Netherlands,100,4,68,92,97,89
+New Zealand,100,3,93,99,94,93
+Northern Ireland-GBR,100,4,62,85,93,79
+Norway,100,4,57,83,86,71
+Oman,100,2,98,98,98,96
+Poland,100,4,100,100,96,96
+Portugal,100,3,87,99,95,93
+Qatar,100,6,100,100,99,99
+Romania,100,4,99,100,97,97
+Russian Federation,100,5,100,100,98,98
+Saudi Arabia,100,2,95,100,98,98
+Singapore,100,6,100,100,96,96
+Slovak Republic,100,5,95,99,97,96
+Slovenia,100,3,96,97,97,95
+Spain,100,5,96,99,97,96
+Sweden,100,4,97,99,92,91
+Trinidad and Tobago,100,1,99,99,96,95
+United Arab Emirates,100,3,100,100,97,97
+United States,100,7,80,85,96,81
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml
index ac5c31cc..66b9caa3 100644
--- a/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml
+++ b/src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-eu/eu-027-reg.xml
@@ -201,7 +201,7 @@
          <instruction instr-id='1437'/>
          <instruction instr-id='1443'/>
          <instruction instr-id='1449'/>
-         <bounding-box x1='82' y1='349' x2='482' y2='687'/>
+         <bounding-box x1='82' y1='349' x2='482' y2='686'/>
       </region>
    </table>
 </document>
diff --git a/src/test/resources/technology/tabula/json/schools.json b/src/test/resources/technology/tabula/json/schools.json
index 35d04371..1c9ed032 100644
--- a/src/test/resources/technology/tabula/json/schools.json
+++ b/src/test/resources/technology/tabula/json/schools.json
@@ -1 +1,2 @@
-{"extraction_method":"lattice","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91127014160156,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.5,"width":69.72000122070312,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91127014160156,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.5,"width":69.72000122070312,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91127014160156,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.5,"width":69.72000122070312,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91127014160156,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.5,"width":69.72000122070312,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91127014160156,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.5,"width":69.72000122070312,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91127014160156,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.5,"width":69.72000122070312,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91127014160156,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.5,"width":69.72000122070312,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91127014160156,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.5,"width":69.72000122070312,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91127014160156,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.5,"width":69.72000122070312,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91127014160156,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.5,"width":69.72000122070312,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91127014160156,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.5,"width":69.72000122070312,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Cohen"},{"top":397.86,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":408.64,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":408.64,"left":18.588728,"width":153.91127014160156,"height":10.819976806640625,"text":"Commers"},{"top":408.64,"left":172.5,"width":69.72000122070312,"height":10.819976806640625,"text":"Beth"},{"top":408.64,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2294 Commonwealth Ave"},{"top":408.64,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":408.64,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":408.64,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":408.64,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Self Employed"},{"top":408.64,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Homemaker"},{"top":408.64,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/1/2012"},{"top":408.64,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91127014160156,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.5,"width":69.72000122070312,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91127014160156,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.5,"width":69.72000122070312,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91127014160156,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.5,"width":69.72000122070312,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91127014160156,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.5,"width":69.72000122070312,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91127014160156,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.5,"width":69.72000122070312,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91127014160156,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.5,"width":69.72000122070312,"height":10.780059814453125,"text":"Florence M. /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91127014160156,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.5,"width":69.72000122070312,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91127014160156,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.5,"width":69.72000122070312,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
+
+{"extraction_method":"lattice","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91128540039062,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.50002,"width":69.71998596191406,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91128540039062,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.50002,"width":69.71998596191406,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91128540039062,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.50002,"width":69.71998596191406,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91128540039062,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.50002,"width":69.71998596191406,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91128540039062,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.50002,"width":69.71998596191406,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91128540039062,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.50002,"width":69.71998596191406,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91128540039062,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.50002,"width":69.71998596191406,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cohen"},{"top":397.86,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":408.63998,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":408.63998,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Commers"},{"top":408.63998,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Beth"},{"top":408.63998,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2294 Commonwealth Ave"},{"top":408.63998,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St Paul"},{"top":408.63998,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":408.63998,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":408.63998,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":"Self Employed"},{"top":408.63998,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":"Homemaker"},{"top":408.63998,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"8/1/2012"},{"top":408.63998,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91128540039062,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.50002,"width":69.71998596191406,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91128540039062,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.50002,"width":69.71998596191406,"height":10.780059814453125,"text":"Florence M.  /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence‐teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91128540039062,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.50002,"width":69.71998596191406,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91128540039062,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.50002,"width":69.71998596191406,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/spanning_cells.json b/src/test/resources/technology/tabula/json/spanning_cells.json
index 29431f4b..97f3d147 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938674926757812,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.78943,"width":121.92680358886719,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663360595703125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37115,"width":46.73052978515625,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.78943,"width":121.92680358886719,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663360595703125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37115,"width":46.73052978515625,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.78943,"width":121.92680358886719,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663360595703125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37115,"width":46.73052978515625,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785049438476562,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785049438476562,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785049438476562,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785049438476562,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785049438476562,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785049438476562,"text":"1,693"}],[{"top":236.5329,"left":119.78943,"width":355.312255859375,"height":13.102508544921875,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.78943,"width":121.92680358886719,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663360595703125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37115,"width":46.73052978515625,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66310119628906,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.4141,"width":46.663787841796875,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
+[{"extraction_method":"lattice","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938491821289062,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.78943,"width":121.92680358886719,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663360595703125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37115,"width":46.73052978515625,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.78943,"width":121.92680358886719,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663360595703125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37115,"width":46.73052978515625,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.78943,"width":121.92680358886719,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663360595703125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37115,"width":46.73052978515625,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785018920898438,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785018920898438,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785018920898438,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785018920898438,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785018920898438,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785018920898438,"text":"1,693"}],[{"top":236.53287,"left":119.78943,"width":355.312255859375,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.78943,"width":121.92680358886719,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663360595703125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37115,"width":46.73052978515625,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66316223144531,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.41415,"width":46.663726806640625,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/spanning_cells_basic.json b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
index 1ecfbaae..da8c71e0 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells_basic.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897994995117188,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.458,"left":119.789444,"width":121.92678833007812,"height":12.785385131835938,"text":"Volume servers in:"},{"top":159.458,"left":241.71623,"width":46.66426086425781,"height":12.785385131835938,"text":"2007"},{"top":159.458,"left":288.3805,"width":46.663482666015625,"height":12.785385131835938,"text":"2008"},{"top":159.458,"left":335.04398,"width":46.663818359375,"height":12.785385131835938,"text":"2009"},{"top":159.458,"left":381.7078,"width":46.663330078125,"height":12.785385131835938,"text":"2010"},{"top":159.458,"left":428.37112,"width":46.73773193359375,"height":12.785385131835938,"text":"2011"}],[{"top":172.24338,"left":119.789444,"width":121.92678833007812,"height":12.832305908203125,"text":"Server closets"},{"top":172.24338,"left":241.71623,"width":46.66426086425781,"height":12.832305908203125,"text":"1,505"},{"top":172.24338,"left":288.3805,"width":46.663482666015625,"height":12.832305908203125,"text":"1,580"},{"top":172.24338,"left":335.04398,"width":46.663818359375,"height":12.832305908203125,"text":"1,643"},{"top":172.24338,"left":381.7078,"width":46.663330078125,"height":12.832305908203125,"text":"1,673"},{"top":172.24338,"left":428.37112,"width":46.73773193359375,"height":12.832305908203125,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890426635742188,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890426635742188,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890426635742188,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890426635742188,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890426635742188,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890426635742188,"text":"1,693"}],[{"top":210.85715,"left":119.789444,"width":121.92678833007812,"height":12.890701293945312,"text":"Mid-tier data centers"},{"top":210.85715,"left":241.71623,"width":46.66426086425781,"height":12.890701293945312,"text":"1,512"},{"top":210.85715,"left":288.3805,"width":46.663482666015625,"height":12.890701293945312,"text":"1,586"},{"top":210.85715,"left":335.04398,"width":46.663818359375,"height":12.890701293945312,"text":"1,646"},{"top":210.85715,"left":381.7078,"width":46.663330078125,"height":12.890701293945312,"text":"1,677"},{"top":210.85715,"left":428.37112,"width":46.73773193359375,"height":12.890701293945312,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785079956054688,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785079956054688,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785079956054688,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785079956054688,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785079956054688,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785079956054688,"text":"1,693"}],[{"top":236.53293,"left":119.789444,"width":355.31939697265625,"height":13.102462768554688,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.891510009765625,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.891510009765625,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.891510009765625,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.891510009765625,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.891510009765625,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.891510009765625,"text":"1,371"}],[{"top":288.14426,"left":119.789444,"width":121.92678833007812,"height":12.89013671875,"text":"Localized data centers"},{"top":288.14426,"left":241.71623,"width":46.66426086425781,"height":12.89013671875,"text":"1,465"},{"top":288.14426,"left":288.3805,"width":46.663482666015625,"height":12.89013671875,"text":"1,471"},{"top":288.14426,"left":335.04398,"width":46.663818359375,"height":12.89013671875,"text":"1,426"},{"top":288.14426,"left":381.7078,"width":46.663330078125,"height":12.89013671875,"text":"1,334"},{"top":288.14426,"left":428.37112,"width":46.73773193359375,"height":12.89013671875,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66310119628906,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.4141,"width":46.663787841796875,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66310119628906,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.4141,"width":46.663787841796875,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66310119628906,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.4141,"width":46.663787841796875,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
+[{"extraction_method":"lattice","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897811889648438,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.789444,"width":121.92678833007812,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663330078125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37112,"width":46.73773193359375,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.789444,"width":121.92678833007812,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663330078125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37112,"width":46.73773193359375,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.789444,"width":121.92678833007812,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663330078125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37112,"width":46.73773193359375,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785003662109375,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785003662109375,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785003662109375,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785003662109375,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785003662109375,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785003662109375,"text":"1,693"}],[{"top":236.53285,"left":119.789444,"width":355.31939697265625,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.789444,"width":121.92678833007812,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663330078125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37112,"width":46.73773193359375,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66316223144531,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.41415,"width":46.663726806640625,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/twotables.json b/src/test/resources/technology/tabula/json/twotables.json
index aca9787f..5c70c52e 100644
--- a/src/test/resources/technology/tabula/json/twotables.json
+++ b/src/test/resources/technology/tabula/json/twotables.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":111.18451,"left":67.41156,"width":342.44476318359375,"height":174.07479858398438,"data":[[{"top":111.18451,"left":67.41156,"width":85.61141967773438,"height":28.53582763671875,"text":""},{"top":111.18451,"left":153.02298,"width":256.8333435058594,"height":14.266975402832031,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":125.451485,"left":153.02298,"width":51.367401123046875,"height":14.268852233886719,"text":"資本金"},{"top":125.451485,"left":204.39038,"width":51.36669921875,"height":14.268852233886719,"text":"資本剰余金"},{"top":125.451485,"left":255.75708,"width":51.3656005859375,"height":14.268852233886719,"text":"利益剰余金"},{"top":125.451485,"left":307.12268,"width":51.366668701171875,"height":14.268852233886719,"text":"自己株式"},{"top":125.451485,"left":358.48935,"width":51.366973876953125,"height":14.268852233886719,"text":"株主資本合計"}],[{"top":139.72034,"left":67.41156,"width":85.61141967773438,"height":14.268722534179688,"text":"当期首残高"},{"top":139.72034,"left":153.02298,"width":51.367401123046875,"height":14.268722534179688,"text":"5,664"},{"top":139.72034,"left":204.39038,"width":51.36669921875,"height":14.268722534179688,"text":"749"},{"top":139.72034,"left":255.75708,"width":51.3656005859375,"height":14.268722534179688,"text":"12,017"},{"top":139.72034,"left":307.12268,"width":51.366668701171875,"height":14.268722534179688,"text":"△747"},{"top":139.72034,"left":358.48935,"width":51.366973876953125,"height":14.268722534179688,"text":"17,683"}],[{"top":153.98906,"left":67.41156,"width":85.61141967773438,"height":14.268753051757812,"text":"当期変動額"},{"top":153.98906,"left":153.02298,"width":51.367401123046875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":204.39038,"width":51.36669921875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":255.75708,"width":51.3656005859375,"height":14.268753051757812,"text":""},{"top":153.98906,"left":307.12268,"width":51.366668701171875,"height":14.268753051757812,"text":""},{"top":153.98906,"left":358.48935,"width":51.366973876953125,"height":14.268753051757812,"text":""}],[{"top":168.25781,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"剰余金の配当"},{"top":168.25781,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":"△525"},{"top":168.25781,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":""},{"top":168.25781,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△525"}],[{"top":182.52675,"left":67.41156,"width":85.61141967773438,"height":14.265869140625,"text":"当期純利益"},{"top":182.52675,"left":153.02298,"width":51.367401123046875,"height":14.265869140625,"text":""},{"top":182.52675,"left":204.39038,"width":51.36669921875,"height":14.265869140625,"text":""},{"top":182.52675,"left":255.75708,"width":51.3656005859375,"height":14.265869140625,"text":"1,269"},{"top":182.52675,"left":307.12268,"width":51.366668701171875,"height":14.265869140625,"text":""},{"top":182.52675,"left":358.48935,"width":51.366973876953125,"height":14.265869140625,"text":"1,269"}],[{"top":196.79262,"left":67.41156,"width":85.61141967773438,"height":14.268966674804688,"text":"自己株式の取得"},{"top":196.79262,"left":153.02298,"width":51.367401123046875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":204.39038,"width":51.36669921875,"height":14.268966674804688,"text":""},{"top":196.79262,"left":255.75708,"width":51.3656005859375,"height":14.268966674804688,"text":""},{"top":196.79262,"left":307.12268,"width":51.366668701171875,"height":14.268966674804688,"text":"△0"},{"top":196.79262,"left":358.48935,"width":51.366973876953125,"height":14.268966674804688,"text":"△0"}],[{"top":211.06158,"left":67.41156,"width":85.61141967773438,"height":22.830032348632812,"text":"持分法の適用範囲\rの変動"},{"top":211.06158,"left":153.02298,"width":51.367401123046875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":204.39038,"width":51.36669921875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":255.75708,"width":51.3656005859375,"height":22.830032348632812,"text":"85"},{"top":211.06158,"left":307.12268,"width":51.366668701171875,"height":22.830032348632812,"text":""},{"top":211.06158,"left":358.48935,"width":51.366973876953125,"height":22.830032348632812,"text":"85"}],[{"top":233.89162,"left":67.41156,"width":85.61141967773438,"height":22.829788208007812,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":233.89162,"left":153.02298,"width":51.367401123046875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":204.39038,"width":51.36669921875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":255.75708,"width":51.3656005859375,"height":22.829788208007812,"text":""},{"top":233.89162,"left":307.12268,"width":51.366668701171875,"height":22.829788208007812,"text":""},{"top":233.89162,"left":358.48935,"width":51.366973876953125,"height":22.829788208007812,"text":""}],[{"top":256.7214,"left":67.41156,"width":85.61141967773438,"height":14.268798828125,"text":"当期変動額合計"},{"top":256.7214,"left":153.02298,"width":51.367401123046875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":204.39038,"width":51.36669921875,"height":14.268798828125,"text":"―"},{"top":256.7214,"left":255.75708,"width":51.3656005859375,"height":14.268798828125,"text":"829"},{"top":256.7214,"left":307.12268,"width":51.366668701171875,"height":14.268798828125,"text":"△0"},{"top":256.7214,"left":358.48935,"width":51.366973876953125,"height":14.268798828125,"text":"829"}],[{"top":270.9902,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期末残高"},{"top":270.9902,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":"5,664"},{"top":270.9902,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":"749"},{"top":270.9902,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":"12,846"},{"top":270.9902,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":"△747"},{"top":270.9902,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":"18,512"}]]},{"extraction_method":"lattice","top":311.64725,"left":67.41156,"width":445.17803955078125,"height":191.19354248046875,"data":[[{"top":311.64725,"left":67.41156,"width":85.61141967773438,"height":45.658660888671875,"text":""},{"top":311.64725,"left":153.02298,"width":256.8333435058594,"height":14.266693115234375,"text":"その他の包括利益累計額"},{"top":311.64725,"left":409.85632,"width":51.365631103515625,"height":45.658660888671875,"text":"少数株主持分"},{"top":311.64725,"left":461.22195,"width":51.367645263671875,"height":45.658660888671875,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":325.91394,"left":153.02298,"width":51.367401123046875,"height":31.3919677734375,"text":"その他有価証券\r評価差額金"},{"top":325.91394,"left":204.39038,"width":51.36669921875,"height":31.3919677734375,"text":"繰延ヘッジ\r損益"},{"top":325.91394,"left":255.75708,"width":51.3656005859375,"height":31.3919677734375,"text":"為替換算\r調整勘定"},{"top":325.91394,"left":307.12268,"width":51.366668701171875,"height":31.3919677734375,"text":"退職給付に係る\r調整累計額"},{"top":325.91394,"left":358.48935,"width":51.366973876953125,"height":31.3919677734375,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.3059,"left":67.41156,"width":85.61141967773438,"height":14.266754150390625,"text":"当期首残高"},{"top":357.3059,"left":153.02298,"width":51.367401123046875,"height":14.266754150390625,"text":"△669"},{"top":357.3059,"left":204.39038,"width":51.36669921875,"height":14.266754150390625,"text":"61"},{"top":357.3059,"left":255.75708,"width":51.3656005859375,"height":14.266754150390625,"text":"△109"},{"top":357.3059,"left":307.12268,"width":51.366668701171875,"height":14.266754150390625,"text":"―"},{"top":357.3059,"left":358.48935,"width":51.366973876953125,"height":14.266754150390625,"text":"△717"},{"top":357.3059,"left":409.85632,"width":51.365631103515625,"height":14.266754150390625,"text":"246"},{"top":357.3059,"left":461.22195,"width":51.367645263671875,"height":14.266754150390625,"text":"17,212"}],[{"top":371.57266,"left":67.41156,"width":85.61141967773438,"height":14.269073486328125,"text":"当期変動額"},{"top":371.57266,"left":153.02298,"width":51.367401123046875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":204.39038,"width":51.36669921875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":255.75708,"width":51.3656005859375,"height":14.269073486328125,"text":""},{"top":371.57266,"left":307.12268,"width":51.366668701171875,"height":14.269073486328125,"text":""},{"top":371.57266,"left":358.48935,"width":51.366973876953125,"height":14.269073486328125,"text":""},{"top":371.57266,"left":409.85632,"width":51.365631103515625,"height":14.269073486328125,"text":""},{"top":371.57266,"left":461.22195,"width":51.367645263671875,"height":14.269073486328125,"text":""}],[{"top":385.84174,"left":67.41156,"width":85.61141967773438,"height":14.268402099609375,"text":"剰余金の配当"},{"top":385.84174,"left":153.02298,"width":51.367401123046875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":204.39038,"width":51.36669921875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":255.75708,"width":51.3656005859375,"height":14.268402099609375,"text":""},{"top":385.84174,"left":307.12268,"width":51.366668701171875,"height":14.268402099609375,"text":""},{"top":385.84174,"left":358.48935,"width":51.366973876953125,"height":14.268402099609375,"text":""},{"top":385.84174,"left":409.85632,"width":51.365631103515625,"height":14.268402099609375,"text":""},{"top":385.84174,"left":461.22195,"width":51.367645263671875,"height":14.268402099609375,"text":"△525"}],[{"top":400.11014,"left":67.41156,"width":85.61141967773438,"height":14.26885986328125,"text":"当期純利益"},{"top":400.11014,"left":153.02298,"width":51.367401123046875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":204.39038,"width":51.36669921875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":255.75708,"width":51.3656005859375,"height":14.26885986328125,"text":""},{"top":400.11014,"left":307.12268,"width":51.366668701171875,"height":14.26885986328125,"text":""},{"top":400.11014,"left":358.48935,"width":51.366973876953125,"height":14.26885986328125,"text":""},{"top":400.11014,"left":409.85632,"width":51.365631103515625,"height":14.26885986328125,"text":""},{"top":400.11014,"left":461.22195,"width":51.367645263671875,"height":14.26885986328125,"text":"1,269"}],[{"top":414.379,"left":67.41156,"width":85.61141967773438,"height":14.269195556640625,"text":"自己株式の取得"},{"top":414.379,"left":153.02298,"width":51.367401123046875,"height":14.269195556640625,"text":""},{"top":414.379,"left":204.39038,"width":51.36669921875,"height":14.269195556640625,"text":""},{"top":414.379,"left":255.75708,"width":51.3656005859375,"height":14.269195556640625,"text":""},{"top":414.379,"left":307.12268,"width":51.366668701171875,"height":14.269195556640625,"text":""},{"top":414.379,"left":358.48935,"width":51.366973876953125,"height":14.269195556640625,"text":""},{"top":414.379,"left":409.85632,"width":51.365631103515625,"height":14.269195556640625,"text":""},{"top":414.379,"left":461.22195,"width":51.367645263671875,"height":14.269195556640625,"text":"△0"}],[{"top":428.6482,"left":67.41156,"width":85.61141967773438,"height":22.829620361328125,"text":"持分法の適用範囲\rの変動"},{"top":428.6482,"left":153.02298,"width":51.367401123046875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":204.39038,"width":51.36669921875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":255.75708,"width":51.3656005859375,"height":22.829620361328125,"text":""},{"top":428.6482,"left":307.12268,"width":51.366668701171875,"height":22.829620361328125,"text":""},{"top":428.6482,"left":358.48935,"width":51.366973876953125,"height":22.829620361328125,"text":""},{"top":428.6482,"left":409.85632,"width":51.365631103515625,"height":22.829620361328125,"text":""},{"top":428.6482,"left":461.22195,"width":51.367645263671875,"height":22.829620361328125,"text":"85"}],[{"top":451.4778,"left":67.41156,"width":85.61141967773438,"height":22.82977294921875,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":451.4778,"left":153.02298,"width":51.367401123046875,"height":22.82977294921875,"text":"556"},{"top":451.4778,"left":204.39038,"width":51.36669921875,"height":22.82977294921875,"text":"80"},{"top":451.4778,"left":255.75708,"width":51.3656005859375,"height":22.82977294921875,"text":"5"},{"top":451.4778,"left":307.12268,"width":51.366668701171875,"height":22.82977294921875,"text":"―"},{"top":451.4778,"left":358.48935,"width":51.366973876953125,"height":22.82977294921875,"text":"642"},{"top":451.4778,"left":409.85632,"width":51.365631103515625,"height":22.82977294921875,"text":"△0"},{"top":451.4778,"left":461.22195,"width":51.367645263671875,"height":22.82977294921875,"text":"642"}],[{"top":474.3076,"left":67.41156,"width":85.61141967773438,"height":14.268341064453125,"text":"当期変動額合計"},{"top":474.3076,"left":153.02298,"width":51.367401123046875,"height":14.268341064453125,"text":"556"},{"top":474.3076,"left":204.39038,"width":51.36669921875,"height":14.268341064453125,"text":"80"},{"top":474.3076,"left":255.75708,"width":51.3656005859375,"height":14.268341064453125,"text":"5"},{"top":474.3076,"left":307.12268,"width":51.366668701171875,"height":14.268341064453125,"text":"―"},{"top":474.3076,"left":358.48935,"width":51.366973876953125,"height":14.268341064453125,"text":"642"},{"top":474.3076,"left":409.85632,"width":51.365631103515625,"height":14.268341064453125,"text":"△0"},{"top":474.3076,"left":461.22195,"width":51.367645263671875,"height":14.268341064453125,"text":"1,471"}],[{"top":488.57593,"left":67.41156,"width":85.61141967773438,"height":14.264862060546875,"text":"当期末残高"},{"top":488.57593,"left":153.02298,"width":51.367401123046875,"height":14.264862060546875,"text":"△113"},{"top":488.57593,"left":204.39038,"width":51.36669921875,"height":14.264862060546875,"text":"142"},{"top":488.57593,"left":255.75708,"width":51.3656005859375,"height":14.264862060546875,"text":"△104"},{"top":488.57593,"left":307.12268,"width":51.366668701171875,"height":14.264862060546875,"text":"―"},{"top":488.57593,"left":358.48935,"width":51.366973876953125,"height":14.264862060546875,"text":"△75"},{"top":488.57593,"left":409.85632,"width":51.365631103515625,"height":14.264862060546875,"text":"245"},{"top":488.57593,"left":461.22195,"width":51.367645263671875,"height":14.264862060546875,"text":"18,683"}]]}]
+[{"extraction_method":"lattice","top":111.79087,"left":67.41156,"width":342.44476318359375,"height":174.0704345703125,"data":[[{"top":111.79087,"left":67.41156,"width":85.61141967773438,"height":28.536293029785156,"text":""},{"top":111.79087,"left":153.02298,"width":256.8333435058594,"height":14.267105102539062,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":126.057976,"left":153.02298,"width":51.367401123046875,"height":14.269187927246094,"text":"資本金"},{"top":126.057976,"left":204.39038,"width":51.36669921875,"height":14.269187927246094,"text":"資本剰余金"},{"top":126.057976,"left":255.75708,"width":51.3656005859375,"height":14.269187927246094,"text":"利益剰余金"},{"top":126.057976,"left":307.12268,"width":51.366668701171875,"height":14.269187927246094,"text":"自己株式"},{"top":126.057976,"left":358.48935,"width":51.366973876953125,"height":14.269187927246094,"text":"株主資本合計"}],[{"top":140.32716,"left":67.41156,"width":85.61141967773438,"height":14.265777587890625,"text":"当期首残高"},{"top":140.32716,"left":153.02298,"width":51.367401123046875,"height":14.265777587890625,"text":"5,664"},{"top":140.32716,"left":204.39038,"width":51.36669921875,"height":14.265777587890625,"text":"749"},{"top":140.32716,"left":255.75708,"width":51.3656005859375,"height":14.265777587890625,"text":"12,017"},{"top":140.32716,"left":307.12268,"width":51.366668701171875,"height":14.265777587890625,"text":"△747"},{"top":140.32716,"left":358.48935,"width":51.366973876953125,"height":14.265777587890625,"text":"17,683"}],[{"top":154.59294,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期変動額"},{"top":154.59294,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":""},{"top":154.59294,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":""}],[{"top":168.86205,"left":67.41156,"width":85.61141967773438,"height":14.268997192382812,"text":"剰余金の配当"},{"top":168.86205,"left":153.02298,"width":51.367401123046875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":204.39038,"width":51.36669921875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":255.75708,"width":51.3656005859375,"height":14.268997192382812,"text":"△525"},{"top":168.86205,"left":307.12268,"width":51.366668701171875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":358.48935,"width":51.366973876953125,"height":14.268997192382812,"text":"△525"}],[{"top":183.13104,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期純利益"},{"top":183.13104,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":"1,269"},{"top":183.13104,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":"1,269"}],[{"top":197.4002,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"自己株式の取得"},{"top":197.4002,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":""},{"top":197.4002,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":"△0"},{"top":197.4002,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△0"}],[{"top":211.66914,"left":67.41156,"width":85.61141967773438,"height":22.82952880859375,"text":"持分法の適用範囲\rの変動"},{"top":211.66914,"left":153.02298,"width":51.367401123046875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":204.39038,"width":51.36669921875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":255.75708,"width":51.3656005859375,"height":22.82952880859375,"text":"85"},{"top":211.66914,"left":307.12268,"width":51.366668701171875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":358.48935,"width":51.366973876953125,"height":22.82952880859375,"text":"85"}],[{"top":234.49867,"left":67.41156,"width":85.61141967773438,"height":22.829910278320312,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":234.49867,"left":153.02298,"width":51.367401123046875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":204.39038,"width":51.36669921875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":255.75708,"width":51.3656005859375,"height":22.829910278320312,"text":""},{"top":234.49867,"left":307.12268,"width":51.366668701171875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":358.48935,"width":51.366973876953125,"height":22.829910278320312,"text":""}],[{"top":257.32858,"left":67.41156,"width":85.61141967773438,"height":14.2686767578125,"text":"当期変動額合計"},{"top":257.32858,"left":153.02298,"width":51.367401123046875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":204.39038,"width":51.36669921875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":255.75708,"width":51.3656005859375,"height":14.2686767578125,"text":"829"},{"top":257.32858,"left":307.12268,"width":51.366668701171875,"height":14.2686767578125,"text":"△0"},{"top":257.32858,"left":358.48935,"width":51.366973876953125,"height":14.2686767578125,"text":"829"}],[{"top":271.59726,"left":67.41156,"width":85.61141967773438,"height":14.2640380859375,"text":"当期末残高"},{"top":271.59726,"left":153.02298,"width":51.367401123046875,"height":14.2640380859375,"text":"5,664"},{"top":271.59726,"left":204.39038,"width":51.36669921875,"height":14.2640380859375,"text":"749"},{"top":271.59726,"left":255.75708,"width":51.3656005859375,"height":14.2640380859375,"text":"12,846"},{"top":271.59726,"left":307.12268,"width":51.366668701171875,"height":14.2640380859375,"text":"△747"},{"top":271.59726,"left":358.48935,"width":51.366973876953125,"height":14.2640380859375,"text":"18,512"}]]},{"extraction_method":"lattice","top":312.25272,"left":67.41156,"width":445.17803955078125,"height":191.19696044921875,"data":[[{"top":312.25272,"left":67.41156,"width":85.61141967773438,"height":45.658233642578125,"text":""},{"top":312.25272,"left":153.02298,"width":256.8333435058594,"height":14.267730712890625,"text":"その他の包括利益累計額"},{"top":312.25272,"left":409.85632,"width":51.365631103515625,"height":45.658233642578125,"text":"少数株主持分"},{"top":312.25272,"left":461.22195,"width":51.367645263671875,"height":45.658233642578125,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":326.52045,"left":153.02298,"width":51.367401123046875,"height":31.3905029296875,"text":"その他有価証券\r評価差額金"},{"top":326.52045,"left":204.39038,"width":51.36669921875,"height":31.3905029296875,"text":"繰延ヘッジ\r損益"},{"top":326.52045,"left":255.75708,"width":51.3656005859375,"height":31.3905029296875,"text":"為替換算\r調整勘定"},{"top":326.52045,"left":307.12268,"width":51.366668701171875,"height":31.3905029296875,"text":"退職給付に係る\r調整累計額"},{"top":326.52045,"left":358.48935,"width":51.366973876953125,"height":31.3905029296875,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.91095,"left":67.41156,"width":85.61141967773438,"height":14.268768310546875,"text":"当期首残高"},{"top":357.91095,"left":153.02298,"width":51.367401123046875,"height":14.268768310546875,"text":"△669"},{"top":357.91095,"left":204.39038,"width":51.36669921875,"height":14.268768310546875,"text":"61"},{"top":357.91095,"left":255.75708,"width":51.3656005859375,"height":14.268768310546875,"text":"△109"},{"top":357.91095,"left":307.12268,"width":51.366668701171875,"height":14.268768310546875,"text":"―"},{"top":357.91095,"left":358.48935,"width":51.366973876953125,"height":14.268768310546875,"text":"△717"},{"top":357.91095,"left":409.85632,"width":51.365631103515625,"height":14.268768310546875,"text":"246"},{"top":357.91095,"left":461.22195,"width":51.367645263671875,"height":14.268768310546875,"text":"17,212"}],[{"top":372.17972,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期変動額"},{"top":372.17972,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":""},{"top":372.17972,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":""},{"top":372.17972,"left":409.85632,"width":51.365631103515625,"height":14.2691650390625,"text":""},{"top":372.17972,"left":461.22195,"width":51.367645263671875,"height":14.2691650390625,"text":""}],[{"top":386.44888,"left":67.41156,"width":85.61141967773438,"height":14.268646240234375,"text":"剰余金の配当"},{"top":386.44888,"left":153.02298,"width":51.367401123046875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":204.39038,"width":51.36669921875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":255.75708,"width":51.3656005859375,"height":14.268646240234375,"text":""},{"top":386.44888,"left":307.12268,"width":51.366668701171875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":358.48935,"width":51.366973876953125,"height":14.268646240234375,"text":""},{"top":386.44888,"left":409.85632,"width":51.365631103515625,"height":14.268646240234375,"text":""},{"top":386.44888,"left":461.22195,"width":51.367645263671875,"height":14.268646240234375,"text":"△525"}],[{"top":400.71753,"left":67.41156,"width":85.61141967773438,"height":14.26812744140625,"text":"当期純利益"},{"top":400.71753,"left":153.02298,"width":51.367401123046875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":204.39038,"width":51.36669921875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":255.75708,"width":51.3656005859375,"height":14.26812744140625,"text":""},{"top":400.71753,"left":307.12268,"width":51.366668701171875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":358.48935,"width":51.366973876953125,"height":14.26812744140625,"text":""},{"top":400.71753,"left":409.85632,"width":51.365631103515625,"height":14.26812744140625,"text":""},{"top":400.71753,"left":461.22195,"width":51.367645263671875,"height":14.26812744140625,"text":"1,269"}],[{"top":414.98566,"left":67.41156,"width":85.61141967773438,"height":14.26678466796875,"text":"自己株式の取得"},{"top":414.98566,"left":153.02298,"width":51.367401123046875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":204.39038,"width":51.36669921875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":255.75708,"width":51.3656005859375,"height":14.26678466796875,"text":""},{"top":414.98566,"left":307.12268,"width":51.366668701171875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":358.48935,"width":51.366973876953125,"height":14.26678466796875,"text":""},{"top":414.98566,"left":409.85632,"width":51.365631103515625,"height":14.26678466796875,"text":""},{"top":414.98566,"left":461.22195,"width":51.367645263671875,"height":14.26678466796875,"text":"△0"}],[{"top":429.25244,"left":67.41156,"width":85.61141967773438,"height":22.8292236328125,"text":"持分法の適用範囲\rの変動"},{"top":429.25244,"left":153.02298,"width":51.367401123046875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":204.39038,"width":51.36669921875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":255.75708,"width":51.3656005859375,"height":22.8292236328125,"text":""},{"top":429.25244,"left":307.12268,"width":51.366668701171875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":358.48935,"width":51.366973876953125,"height":22.8292236328125,"text":""},{"top":429.25244,"left":409.85632,"width":51.365631103515625,"height":22.8292236328125,"text":""},{"top":429.25244,"left":461.22195,"width":51.367645263671875,"height":22.8292236328125,"text":"85"}],[{"top":452.08167,"left":67.41156,"width":85.61141967773438,"height":22.830596923828125,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":452.08167,"left":153.02298,"width":51.367401123046875,"height":22.830596923828125,"text":"556"},{"top":452.08167,"left":204.39038,"width":51.36669921875,"height":22.830596923828125,"text":"80"},{"top":452.08167,"left":255.75708,"width":51.3656005859375,"height":22.830596923828125,"text":"5"},{"top":452.08167,"left":307.12268,"width":51.366668701171875,"height":22.830596923828125,"text":"―"},{"top":452.08167,"left":358.48935,"width":51.366973876953125,"height":22.830596923828125,"text":"642"},{"top":452.08167,"left":409.85632,"width":51.365631103515625,"height":22.830596923828125,"text":"△0"},{"top":452.08167,"left":461.22195,"width":51.367645263671875,"height":22.830596923828125,"text":"642"}],[{"top":474.91226,"left":67.41156,"width":85.61141967773438,"height":14.26776123046875,"text":"当期変動額合計"},{"top":474.91226,"left":153.02298,"width":51.367401123046875,"height":14.26776123046875,"text":"556"},{"top":474.91226,"left":204.39038,"width":51.36669921875,"height":14.26776123046875,"text":"80"},{"top":474.91226,"left":255.75708,"width":51.3656005859375,"height":14.26776123046875,"text":"5"},{"top":474.91226,"left":307.12268,"width":51.366668701171875,"height":14.26776123046875,"text":"―"},{"top":474.91226,"left":358.48935,"width":51.366973876953125,"height":14.26776123046875,"text":"642"},{"top":474.91226,"left":409.85632,"width":51.365631103515625,"height":14.26776123046875,"text":"△0"},{"top":474.91226,"left":461.22195,"width":51.367645263671875,"height":14.26776123046875,"text":"1,471"}],[{"top":489.18002,"left":67.41156,"width":85.61141967773438,"height":14.2696533203125,"text":"当期末残高"},{"top":489.18002,"left":153.02298,"width":51.367401123046875,"height":14.2696533203125,"text":"△113"},{"top":489.18002,"left":204.39038,"width":51.36669921875,"height":14.2696533203125,"text":"142"},{"top":489.18002,"left":255.75708,"width":51.3656005859375,"height":14.2696533203125,"text":"△104"},{"top":489.18002,"left":307.12268,"width":51.366668701171875,"height":14.2696533203125,"text":"―"},{"top":489.18002,"left":358.48935,"width":51.366973876953125,"height":14.2696533203125,"text":"△75"},{"top":489.18002,"left":409.85632,"width":51.365631103515625,"height":14.2696533203125,"text":"245"},{"top":489.18002,"left":461.22195,"width":51.367645263671875,"height":14.2696533203125,"text":"18,683"}]]}]
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/us-020.pdf b/src/test/resources/technology/tabula/us-020.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..39a8546ce0d8ece82a9b38509deb5497ee4549e2
GIT binary patch
literal 122078
zcma&NQ?O{uwk$e_=CEzswr$(CZQHhO+qP}n_84!i9p}B+C+_>Wf7M!4Wo5OG-Yc_3
z5z7gQP}9>eK@g8##TG!&)8WzK*&0|taB<N}8QYjTnc>mX|C3Un6*0GRGIqeD6|vHH
zG8Qs6v^6s3;el{;axm7nhH%Te))sff5_K_AV~v9k5J+GqoX&?m1n)zMXr^5e$I0ur
z7K7ts6%TjJ>l1DQNeCn{<nrz39nJXsVqRU)e(s+7YH0KTBBz9dQc*ST+0yCZ*8MTw
z^X%`d{VDm)&9>F%g&F9N9AD9GNg#Vn;737DR|O7ytR|8abh}slB#;)MrKv!bj(&NK
z)r9?9+wx_OXs?ANPWM(@P4oh)js>cd1D!zk1e%}g$sY$zlVi=Di%dKDZA@u~Q~H~o
z4f}KGH2GT4f3ChfTlQi1;Z=F=NhbzDEBS2~N8F=26u9_Ued}to#nokB`sM1ufQGaC
zxwv<Ba-W^p(2uwF%*`8pKqc+^x6_xWTNzNMf&9n_4hi|FPOO^>7S!{6@5vnedT+lU
zSG1IM6f`h#KKJM8`rZc3Q&`7{Gu8qOv{dtTvUlAtacK6Tj{%PNS_B~?o~S$(HlQgh
zxuEQC!{fD1gXc%CG-NN0G&uW&WSl;|c1Cx}knUtS2M0%6r|;wb-lj`W2Qv8q0aaz=
zPwL(y|9)`znFrU{gg6=JqSNPutMO|96KtZv>BRK~JNO~pM!N%0j_ARvXs2f*#j;rq
zZYckzRGPcGLK1ayA=!M{RpXg(IH0+F(DdsqNLe;zXwmcMvtwNG@gqGKuNg(^HF6`w
zbm%>l&7*iyC-iY$Oc^~&u8_ApjHhE_3I=&LC;nl-J<h;m_BM=)BFV$!!#A~Cj<gYc
z)3yaqRLOECts2NK;hMKw52$g=WX)k~;W^(^0_zlZWnA&sJ}NSe(i*M^wZWBeylRkp
zJ3xR#D~h-h{#ezOuB1|W*7sWekmcc_EH;U3k3R^SnAdY@w5u2<u};PbV^P<pOzVoi
z|G0QglBaI}kx4QPc*1nQQ5H8yVy0}t7M7F^1Uh~DyAdC{|9FT3*d>l0vB4R2Ks#s=
z%{9jXkpWZBt_`c|qbHSJ!ZOE_3qQt*<W+S?OHVUXo`dN%vJTF$e!(@o?k={y8jtYx
z&Dg~@{Wh9x2e#c$Nv6~q^lS%09jcUOMa{bghyrbrx#T{{c%h4?D<|dj<jqLGRVvfl
z>QtX({j`^LAV^Q@J4UIRg>SXLBA&`EWM2?i3zTYMQk2YYh-r_%tpkxV*nk`#7s;&H
zEb<o;CDxF;I9}m8NB32Qcj58{9LLMTgT97oULzPG!*#IynJ_<<n^2?@GfF4EvQY}}
z--lDv>ytT9ZH6c=N)x>r!REr$>mJJr^6FFu&CQR|wJftwPP{lMSWzg-=9`p76(`Me
zF_{Fl)Gf$CvY6!L^3VGw%PaNQw+caYJWShs9HbmPE~>{uh|a%YZu1KiX5+Dk>xSPi
zr734Jlq#`_rrPVd99uyuGdlu|em!$zl#aPOPPMdoxV%oWvK(l4C>ZA-P_*@ezLz5k
zx6xFzu70^-B6r_2j(ym0VKgUlo{fKu3GM*1B}|e`dOD6PS$fVl95)`E6=jvIDsXcx
z9Br;7)yyUMJBwkIwnDZ`_g+3H<kc<-=XoUL#42KeCHeOQ8)NGAxP4EuAm4#d5#%TM
zc|!DBU75euCKnRo-^vBHbJ6D!?QVos^EAKCT@;rA^Mu3v6I<(Kcbu6|6S%g@6Kkg*
z;162y{N^<OfLjarH<F%+<f2m=P}W9ci!!Vv!U@XG_yb~)qc^=35C-$*<N_T*20<BZ
zUPe$R1Q^v6vuPJBo@ZAt`ck{Tu8zsvx>{1aU-5Xc5zV@Ce3`S#e*^Ji34&~7ltp*C
ziznRA-t9xW{a{!6p@1c6h&I?O?S>qn0`XN65_b-FG>2Jnw1o8&%3qq*&{QvyYd>6r
zsYsS!L<#mla;{3{=s4T*djm-jv$fXj_opZZQ;CEO)QIu5yl^UqnTM@tGR_aI-gX=a
zy&yilK%GH}$q3yOF`$B}qS|s|+&2&lnev5CJ?CM-VQD|5N$3XbEGeCo^c0$+C`y=~
z#0Qlu0jYfB$YsZ>S=&SjY1|WY`F`{-KxnfW1}vmOQfP4qz?%?V<e`U8Na@;HC>X*q
zz_X6@M?DpY$n+_ggv7zD7nM59pIK-CA5=z&ConK?BxK^#hj($wBxF<e_BMDQJH9zx
zPmnq|0;?0V6>+LIoOthj`X7Oj;l#4L=+%oxs3#EQfRoM<I|fqiP`kyV(VNOcmpLfM
zp`HZ6Sw6z?=mp=7InaIHS)&4TAVsz^!KVpsnP6(e0c)-2zXhL|NXXU!Hi|<6quZ;Y
zoEME?YfWY*g@~Qz@P*zxIcLU#-f^8A)V|%tRZ|oIIC@d<>3%{;e2)Z2i&JjIRcvkD
zw?ZLXuH5{|X}^_{tDoIdlpGE+%kZ#Y87oQVWRC!iKNWRPW36x^e0g_oJDkm7%4c~L
z;3Z4w*HLGDJ&e*Yi!66%L0|g0?9LPGCa7q7Re-JB{!$+1l~LWAl?<=(hd(-(BBlw*
z4u3!*aqn@I=S7iMkqB}o-i>{HVTWAIe%yX}{<G&Y*MX9EhUpiw?Y@HY($UIts*B^+
zgG-!&-mcT{q?`~=0}xHNuzpMm6b>(RoR(~GG%bc}>AMQ&%O)>M!2wU3L5A2I;q%RS
zUZE9AaekvCM^oIND&GnAa`6m>Tu5O&$b=!FuzR1}`G{8MFCy3Y=dm@0+Gt`t$*)hO
zfd>PTtjZch7~VZyUAc(?$uLo;slF16c~_A~RE`&~jiV*p*G8u`g*_G|U<#1TsXK-o
zq*d!q=I(%)TJohBU4Fx5$R2gmgUCmpTv!B@XAN@mbmCS?CNbnGwtj8lN2wTg3ZE;3
z@(P~^Z-xsY$TZl3cmqwYzyM!5BHr&DS}Z^)cr+FjKN)OhxLz=LDYK;~s$7a(85l*D
z*iMg(NBpC3q3`!vd81F^`3(c7xR|^sj5N$q@LqTdiBT6_O1-Ti!ehaU17VUU1=Gzx
zu0&X%LI`{49B0g=2zZUhu#koTA-VR(`FI~*5=y$z(BI$LTG9>aG#Tub$M#3&niOhq
zDKbE2%Y?%z_pPEET~7GSFb8+M16GWDWT^ZgD#^vFpqY__f(4+laV`$-W^Ckj^B^^`
zTE*ecnu3Nd^G2|mzw=OSJ)E=%Euf>4ZkfJf24cv!))x)1HqMSCq+=y%F?=|NeGnTW
zDd8fRi9ae;1pfUTg+Ca+*kMVlZML)BOQ?K1XaJ=32O}W<Zc`f|iLBFtfzjp)R2-Q{
z5x$ZjYo6jlS)kpHsEvH%MMmw}J>r&&GnMM}h*%BS)dvNxM>Po<wI}NKw?@KMN(F<1
zAT6+}84QKsQSf0j<I>v8CH$d$u0dd!Wvif<f?kDa#PA{NDHc?U#`0Y6lzIdZ;GeUK
zw3BT%!P!7=?vgoTM^H>9gfgYwi+RaDTSqPge9#k|4wl=gO}P7PK!mP6<h$E>T&+We
zMR9lf?J-g_)%!q#2-O|4d$}0^8^rv0%p=bgC||ZBDneOngB=*=qGz`EW!TC60qmxs
z!+`{3q?wuK&oCttgR0mFoSEWYl@K&qGkSpX&EjQb3EtB_95u1%ODf>rv4;4R#}Z4=
z?p)?T<bV8x%ri_9u%W!_X#I97mjlbjp`H{|wcRu}brlNU9RT(E=QCT!VsBG}yL-Ub
z2fItTz&l~njVh4VAi`pJeFEf@<<&nmNDP6#%|G3E2g?2lFIE;}k%bNU#E(KW7et=Z
z%tm~uT6lAG(zVBcAy_h|NwOQL{b&#{Jj!<3{raipog5+8y56yCG!#|YZ)3nlC|JP4
zapLPpek2kutR3_KRlYP$1y{x!vt2glP$>ngcSopD$uHAF3UvcEI8pdDVHcTMU%a_3
zuO$jGBt?j_-!_83_;4Wt+>}ZHXgy1>z3vrixcm*u`}0R~-^}z3ThoJp4q#KS0j}oz
z1?x2`N+K2hBC_4`3Zt#bKv58uCXQm1!S+B+YHTd}?_9PdY8*z;lcHP*#AGJgbB83y
zlxpJ>%DEA9sTU#q70f6oe=+fBOdc>!jR5w#7aul-3>35Fo<1w!?$#GDG9TMYUiKN_
zaJ^4tDJluhAO5pKoA7-t08Yi{jjiF+6N0&Q$RMz7kjXz;c78xAcQ2sL8m=q+mrv+_
zP%vJD-}|oLhe~8=DMH0m9Ap2WNqCHc!J;aqCJLdX5XI%SjozYXGk1W<on9sk?b(1L
z*d8fRVFI)qkx46s9FRdww-}Vymes#S-wS6QKT2LxCzBb1qnaTPoR|VGdSRc?Hj7~a
z{#oWy)eBM&wyUB|u%1`Pj!bGVGaCFNy2$~K#5yFgD2TIY^4bGb`;sxFP#D9@`<baR
z4o_I}#;N<BHiDGz7s1Pdav&_Fs6mndmsF^3zQ|}SWFYIN!N`gnqJTg+-ixE-6E^_y
zoG}Zg)2O8yn#iLrf$&)*BWY3(>wahV;ximceKZrmhH46Gc+>_Jjt;02a6e#!J%KDo
zq}KJL(91aoRpO7U#+8>4c31MP9hXBrtMpf_x645mR@^pMNEKP1yJ42k<_Z~XaE^!c
z^C9^X&oQG6@8-H2%(mq;hc6Pa*H}wYFZS^?nO5>E|0DNRmBA#Q`%DWbG)s!Cf#jZr
zQlTq4`&o$26sHqKG#k$!{T2yu=6GTQZ}`HsF1$oBPV&e^SlK{|mPP1w(+C?`*{gEc
zA*sNcVPDxC7qx{F9g#9{ODf_0x0r``wqT$_w(xxbZg7f#q0awOgf&aUI0TJG{E%LY
z%k~GIi|}*5p1Eylcae`9C95yG+SgAZVB7~JuSWfwZ9Bbfq7c!z+Q{?aWm~Ddd?uGW
z`1Iy$ozm@d#igN|ht!mJL#05YKelDuC?z-*SYKZzx@pOsMZ3lsN+hZ2u!i4<C5*r(
zbVJQ5f;#PsI|8MOc;93AfG=9dWrD<S2!_0XKA;yCovF;mQ2-T%SGVXL%wn9FI(T&V
zmL&Z2vs}XaY#lzs+%F?(dxp3$EZQ6|Yv|f{hfRmt4Nlydy8-Uao|b;RXnaxjATYx^
zonEB=A`7*Fjk99#a%xI1;wu5^gF3LIATcdfxX~krD2F_yn~{3UOaSn3tTHC=^FS&T
z-t*PO7!|)LzDbHi?v!ImzA8D_67WC@V#0tnY*6kXj$2b)p~$^2{5maB=XmQbU^Ff2
zN=F2G9_MWI$s-T7V1!qTYF+_LsakX3?xD?uAYK(I9%2xqOn0$2H(U0dBc3nVs>UHb
zD{1bP=R2`8&~a<{jg_{BLV~b3aw*{=ZJ3Y>*&j|39vul>5Gu_sfGuMHeqBr8!ZY06
zvJ^`}P#H^SDkugUZ9!oPx-{ofm^{oPTIx7y{5;iZu+pREsRz$B<%h$DAf2%DJUs72
zj`Znv;W4HaoX9*@e+IQ&rG|{Q534z7fuxY%8w93LC!!p&(K8lF<&=$NIwKYU56)-c
zhH>uEC;+$5>UMR2VJ45s<c2vd{}T4Jq^nm03JmSCAMS^h3Z@h<Pn#R{*lW!qL7Of^
zux$d<nN4~M96ZZ?xj!wpT&v618V7(6z_;&f5lim2J>MB8q9N`Xmk>KWQhhSFg~dO5
z8-fo}zv?cFjkH!_xWwl2M=28Hu8hrPRX)hEAT;U3fipiojGw~6NpOH9H0cmgU=y#i
zZk$~W*&iC3Xx|objed=6jy-`^3k!`gSCtTl$FCZGx1$dopYidt^jOq3E50QY1&Nd-
zU-u4U><qYU!_W^jbYiM}LOvhKMsbY&tELj%NoTHaBMW|52dnwjHLU27rJ<Fzl1!HQ
z1$6`1ThlTCO8dZpi{U^B#<NIuemMy9DBWU4v;ewfpJGTTLnFQgTOPtgdVyLJ0!2v`
zK7)%34;eD@ytOB$uE<s0dC(*d>Zf9-&#kk^pZ-qK*RBWoefa6Uv>MUFSYMnAadviz
z6Ebo@a*@sahRO;-Jw!ce_P{r>%+bPF@kzF;=}IL0J0BI)Ub%JT$7y7#kjnDD$>%18
zV1lEmI(Hbfik4@~4;FVHbPhUU!o^i8=l0qF8^8cJqWP-xhd2T|JfOg}0TOIKj-S&X
z77Vr2#OU(eJ5>c{+$v1qRUDsQNdA!J{ELvsv+5F;zDw_L5JhI_Gb8V_T$RAqGS|i5
zVOM`Dnx7M_n@skvXM3tLYm3Y#8^D$o5J5BbKicXr4PN{l2jJ7<8xyljJk^RSBno=}
z6MwgK)M$h!U;3}yC+yu9+V#ug4EI^&iNoRns`0GWwL)brV29r~y4PCH@o(<W2ZWFI
zW$cNX$ryR;mhCeP7(uOA2lic`@nM7j?jo`=_A0ByBB*g8TE{{jwZbcX>9b%k2MkCr
zn}cv+ep++AaTj4R(E?@*?nu_(n5`B2DjS%QU7Q4L>HB9tIX>f*SMV)->v?mnCe7XU
zIPO&OJuFEBn?_j&+SkobMovgNFoGBB@JgS_4$O>{q;0w$CG+xkw<_-0<dhnS4jI&)
zU}rim#B2OhyMqliGa`NP7q_WN?v%)wF}?g@8bOq4H8eyJtN!Tx4y9b6KH2fd)9N)O
zkZqGT6aC9<%buTfKG+(dJ*8dHMUf<LI)$-c@c!9P8z}=KBI*w6q;iLN=yIzop(8uz
z<PqPJp!I+{6q-RHBawPyK`w_)6JOQ#zk=?QXfZ@lpjAY)!CL$_iNnBCB-hGX7VFu-
z!@>M5;uuc30rGR+H!tRQjLftb1er$031h^z3Em+}HAlY=E+K{P`MoGJty^m&3`b}t
z?mGiq^p#MP;uaGnWzllzB_WW^-XAv5tda$K9;4#W&wEA8%Bi>;f@jO6q}VgP7dW{t
zv2uF{=Bw>1f3i=8XO>cQd1b5b^o>`1SCW4*B4G2p9i^%KyT9ux0qg218C3<Ie@bos
z&g`J;3huZ50p@t_u)I%RF@Oe=;0j$0!C(60dzIG*NAh8Zuq$hl8fyS+8K(AZNfuiz
zqc_FN_ujhkWcm1IL$OArGk@Ib19^S6ZJogtxZkaUdpMB$E^C2@h(!+dGytXDSadVZ
zv3BKOMrX}0{*^tHDM*5&e|@htQc-z|drr;5`Hhq#uP4HA9~SZDeQlp0vN5Hzb^uTO
zA+u#pulYzCa%_9MCewJ)QOKVWtdjyVaiED^VUcEh3+9MUI{=v3LTL=9t2Y9OqwJ{Z
zr$@Spu9brEo1l<d3MnkKK$ratdi3z8iN_y+3B_+@sr`sG1+?dmYNXUlcol`G`AOx_
ztaqRcDrMseeix)>KiUe=JXX8bzeOaQTweXA-8^#)Aa$#0R|*6rJrhOWCA5H)C;{RC
z+eBVY9s^S(UesI<Em)%sMY(~E>>=Bc;baxNO9aU>;_^@BXvaO<<aZj=PZ1?uW<N&L
zBGkpA$||<gcEj#g)&9nqbtid_GuP#DlJ`n9#B;2MhB4GRhByWxN)v5&VFT>2fj%Z!
zM2U*#t?<L*=3Yt^OskLwRZdx`B-%k#)MoVGZuV!2+e<xlAdgw<-P}u#19Bi=8L?38
z;41P4>!Y<Y;^c?07gSD0Cqn6#MlCVN^~aL4t>vG9qm7_~9P})WrSs`c7QV__b_8ts
z3hC$q*`~p2cn1PI@@$t+RH%#DCPFGu+)4X>v%%ff@EeF;FauiH!6xop4N1cqD|y6W
z{<A>6bw@b&`xgiY5Re>1JLz(D@GaVoTMZFu#|=Vhxt3FWWl*`;7Wg1&{+{TlX#UwZ
z96weDC!kVuG34;zg@(6gEMBL++_cQmg)1BQtJU<9cO?h`LnRx$6<d9{52t=8>BG{)
zDag*lJ=&;1dLdcaN^;Uc)pk#+FZ=N#Q3~v4EEBo6WZIA+gmB5_0cv?zT#m%Q?Nkv;
zDD313XRl1ja1C;v6#02~2TWs2kA2cP{G{+`_8_UxVIcvrDDZ)+(|s(&)$9@tlr7j*
zN^~x52i1&S74M9uh03-k=#-_fTVNP3@cWey9nvYH;1I8ms+oN-5`{2BS9EHE#whI2
z25z*|Wmibo)GVknLwAx2XRTQ7FG4sg1QVP<KeLYX=Ll4?5nrCA$#*OXE<*xhZR1_9
z8nDQWF_F`Gy~1|AAMr%?X(SV<tC^`TuK@_2P*XFx`HGQ}S)-KU4kt1n7H8-;9wxFK
zmn`cMQ_cBIM9K|8b!myALncp_2!}<-ANi@;gfDAXyk-XW)R@6@KS+O<W$D%Vt}U22
z*s{#WE;Lhfy3QjqZ`p-t<NN?8px;EpI*jDzKR8tQa;-@6RhCc8W|fCmwS`N#WJ}c)
zd2%s0g|k>M?v?eZmJ0^+b&fYi-`9iELq3PJzM?ruox>v;DKpBTyXE}OA}{ok&qB{D
z{EN&TlK&#ebuxczG{z~76>76LKmds^LWYPamLM3%r01<iYcYIc`KYfl&nm>Kuyq(2
zux52M`b953PY9xP4K{IMnfl5fTKr;y;v_&=-o7y>Cs%JBKj5fEpwvO;h5DT#ax%eL
z6p_i<I69IKESUnLJ{8&6WBjdF!@SBUowq(9C(gHQD?)w#ZdY}UuBk^R5!u@ce$S?c
zfoJBKxmjslb4CU0(%Lj?ywuGa;9<A;4HPle_}h;4TB7%Eoh4|YQ;NAp+?*T3DtzX8
z!p-XN4QZ&>VcRf~eTf>=Bfg9@K9@3SVD;EIO-4v8Dvk5V*2G*-Q&hU@;Em>~=Y8+I
zFjG>c_RDtX?3_4aF~7}#Fr1<Rh7*EKq|<obu$`y0{s7T#%worGDg8mY3;8X^`Bp5G
zXd<wYxt#P~8^iYqq6tHmyTP4SVO<spPp9d3G@Q?Wam=4~oh36GmAtniGZ%Nd`G>~h
z0PX`on#qI_iFv=-q)>hXS*8;(Sj9#Ex!VS-TGVVOVBy#MZ;ub1O<J^@o-2V%HYA-^
z+#AsFUt%awWag*CDJi&ew8pz*Gj1S2%eTEXJszML@w7och;GS*;+=jwN~sa6)NE7)
zZ|y}IUoFhC3QBjZEu4zFAva^+#E8VY$ts#8>vcCgNZj?Pwe}6;t+?r+oyIl^&T#S8
zt+eB!?lRH(EGopRj>ht~Vp%m(-+OyWv0CO>ed5C*;TE;EQvWM@X#1u=>z~R-xw2bS
z1fH!8G6bEF`Y}ShcGar|Xd5><E~+-#cpBIoX7t6Tyfot&KIlu2zqVjy5)#dxgohN|
zXG!$3kC95Pd_6XPORZc3$FaP9m#K>`6$fsaMy~KgJ6z$aQU}NhvKtGi+KjgFFY1~H
z$69Cw28<y@kp)I8{dAJTvKcIut$zwJ`CL&;u4N__4r!2$o+TztesFIIQX8-eFJ*^O
z6Lzfci&J*k!!DXdHl>8~P5@jZIkdCIZM4#rs88jrPbta+rny*UB4#17F)SU3+CrAw
zolhKy!2@67;j35Wzcgo*{QPhm@H>M=x<GN<MWC{<%q`(-Q&0jrJ>R^Tx8!8r$koNK
zx;unO*yCz$XEnU26aT6;5hB14<E#tpt6G@0BN2U<{>l$kBGQKi7YtIvFGJ#vq;7MN
zY{yl_BSNrZ%ZIS7$24(VXIC=)u@ExHW~^ot=CI}<vN{g}r`!h6Yd@2%X6>sgx+0IQ
zlEaXtuD2P~xYC$8hVoS%UgPP~UOJdBVO^vpUn?|Xv|(DMmYO-{L+Sl1g>mmYDAHmP
z__GwzJA2Yk@J-3MgF5S(tKzVD{b8#^;w>I{3_Yr>C6BiYq2l5E@{&A}H00(>{t;U_
zU&O0$4BSb+>r~KNUig=UH04r5%z;iOHHTZbaNYfS0eWc7mrMXgm)#vDeq%<P89Nfx
zK)rhXeu=1c{TI_uhm3%sVkTz9C3PkN99vXd_hi?j5?g4oFPm>GjXfhui}ihJjm`YH
zc;h?+KZ~DebL)%>eifwH_bft6EC(3@gylExkSf+$TdP}7oztBJ=7IkKy-N)#VW2Nv
z)Uhg)osp;*>F{{Gk0lwEsH9hy1xsd&It7hIj(Tn4TnLi6+)!x!gXp>)#|X7L+0pN(
zop{S?DHO0@4L8)Q`c~nQ-oRf{W<V0UTCKRI^9ZHKD8BudeFd}unRU|4Hu!EZ{tzWU
zc&L^yYW8wm-BBRtIN>JJxNEw^2H-pUwE6Vl!1Jc`*4Dnj%Br!)O)l5RdHi)aOSeeU
z#~rk5KC0WC_iH0+<9puOKkq?T`;7ykYAX0wzi{MZ2GeQ;KcK$$QgN}3=$;m^Phj+8
zydSC%uC)u?S-WBmwaVEYeSw<(Pl=+9(0&0~!#vu9@Q@GsTLZ&*$#5GpI2&$AZ{cs7
z3Wij0;!`*lX{i7%1FVL6Tcq)z)k)A0$FsEQX=GNg^q4WE{uRj@2y-}fLE>-46FNn$
z^tqyNx%_+SiF7`~yTt7Abn{THZn%Sn2MWuf+15F(_9Cz78mNO#gYU@t^Y8$(yTpOQ
zw6qjyOh)BO>29(j8*Y+NCw}S9M-+@<&+a-+^3yc=eUGNdQ1n@U2~<#HV%N9qt!ic0
z#N#L6$|+4<7UBxI59Rrq9glbGLgw#|r+;4(ih(;kf6b)AsAY1o!@;=>mY+573^;1v
z%MaOfTkO(~P5er>$j!-O{J@+1JE^GO_IsnW$YMZa(^xUbfq6zkhh+Wo(IL;OV%aM5
zbb0olojx#F1s8TvV&>TG<}RXhwj&+ef$ApCHWE0TW-~x%!GsTzo%84gOKO1Bu~HcD
zHYo86%QLX7Eus==bkdX%O>evf5@bx2abJ6LhFyXQhDHsw0U(u;Mypms>@1sY+TS18
z5}CjtV;iIYY198R`nR|LpN{^&12#H#Mu`7OGXC4<|KFW|Muz{p&cCMPRtxfq)Xq!s
zqB#bsOvzyB%#BnE@t*`d&P7ntdukW&M2G56JjsUa6-x3>g~g{;)IZ=^uzSX?$H5Nf
zqlw_*+-$ghj&^tZa78_`4N1i5KdV2#X7ulijQ9zvmE*67I%4T6$^?$-#qJGhNCg#&
zIhz5jN^%gz{*?%-qsd)4UddT9P+|iKz7*Y6-QyZ#M~Ohe6T$^YusSkolod+F3Y8QM
zO*4ss!$IKb4*5YoX<ybEQzsDlRTT`jwZ<yT%e$~Vxm!GGT*|*nvJTscRo4dcMhzG?
z0x2fO4t7Nq^>yS0Qflc8Dytpni<*xPE_bniPd>xtuBi~nEz(!0$c@IAsc9dY%G?^b
z#LGS{<{mm|oDhZ5%k`(!HO7nfxFp?F$p4g6Na<+Y$CscqSX;!`VPsY)O)wm4xN}-O
zihO`B-;m1M@P1tVtd3K!dNGTDM9-_d=o{y#u&0GuCRQc@JSG_rTbkzdu@Pz`8zoI$
znvX0roXq*1cYnIxax48}Uy-`zaQ|379Q`zgep;BJJ7Tkp6^p2B_}G2>(CNG95EqwC
zD!un!Kp|2c*X&Ij`3_LdByT20k)?@A%8G0z19N4I1lKylUocU4RY!`?FfuRXNXZo$
zRczRXspgf~$dBi7T3``r?D;QFR7{DUC?8)EgF8a@YT}XVL&}L(vLtSenp48Vh~rTm
zu!a9Yvy0GhuLxaKabUyquk#Z`0H8Zi3bv)!47U>l)Q2Ax2kr|ae4O}SOYA4MUV;95
zf+E;1tQGM9K6sEY7AgE6LYWzF-nwM4P$D=K`z)b9QEUMqK65GrSP6V;L-zmfaK=11
z_}?V{>HNL%{}-ZP;mSxK?1lsk=sys4Vg!FgvML_F`~Dk3?EKTeT8NFvzb@>M2vBcG
zp0YA_@xLb^72krkAneBh4-mv8g89Ld(t7<jDJZroh>yXGJYGC~n@bsAu>q8&>>oPx
zr_p~f&YwYjTP=*|aAid+Tc*5wTmI`TFYo{{*j5d(cXoHKmN4*pZX6oTTELH`|IJ08
zD~;Fszw0p)`2OGA_QEni{#kKk#|Nkn5c)5BathxqA@n=hIJ(xm&S86mmb|Mvt$v^%
z5~03bzJaX>7+*qgO+1dT=v9DSc=bM4zJWa>>>fb`6w=E(Y#k7<e^_Tt9CE&O4wnP=
z9G;skPx#%gNdysc_XPH8HZ$yT=ESI2qu*iwQ)7wP+r8WW1pl56>@DUW=E0+`cdq{l
zN(+@ULH`4{^)K9ig2nlYV}RZIe~RGg^>1O^`&_xOt2I#m1DE!nr78bV_-EQQV2>ds
zyv)fx_Sg2m!QuH`>bWqO)TP$-KPhgt5>$M<PDUFB;NVpJx;qe4bLmJkPszO-*GLcq
zYd}Av4PZagL)3OIpb22%$U1u#RDM7bRDWJikjOgYYc{1czRJgpMvds8aR;Ra8GFI4
ztxFI8FFP4=)7l2Sd6GtkX=#pA+r_~2sf8%y<EOjf%tWJ+OQm@$mTqR#^QhyCnuT@Z
z>^~LmJl{`NBo877x{UHg>LkNYM(l>cDhjf&y4gggw26`F8WU5tq0_b>56k1i4n8hE
z?<aQ$osEmjRyIh<%TI>H1{n0xDxw!2A0Jm&(hfBhGu0W9w=q4Otj`F=b4p2zg3yfI
z@);0I_HG_oRWvlQvNE(ycKJjz$UEW-EX6e;7BfyaQt?Gm#$4%_T3huP1*nWGFcY!9
zZ0tQ;4AXCe7o*CHlH1pb!?~vJp4&u&bdas?AF?G4cTvj4Ql%J^S)~)$n2FmwImYD<
z1j2YFsV51`%~?3u3(vxdFi8xxCA-sG$LQi&EF4D4ZCnQU6XoZ~%iQ?o!RH8yk0NKs
zq}7@I?tlc7g(o59`GDW3dB1THy7R=!jqXz&M%I>&%9qBOUM5qCbI=rvQLDz;Q_oX$
z)D|C>b28aGkaLn|l4i&HzJdIk>bj>e+WVR5f?ykLs*l<A5(0#=pB%k_b;MDZ_P2Lg
zoePWz+@+I~dB*#1wri5yKj6{5H?a{E$&Sj%3lD&uEv}}w==oRPjjpgaJ!_v(H$0)2
zo+z#Se&czISI*@JYQ+Qf{%%5o-e(x@05S$2i&`Py^QubayJmC;`OX-{k`z2UW=Tp_
ziR`uA_8YDo8vu-{av#jvJS8qIgk}-F0W7!N!02*sNi@6s_HgeZBDqpa{lk~8Ua+r$
zsH&BkI{d2UO+VgGAtLt-Xq$E$iT!gdk{J%$>eUtLXgZ}03$aOAlU~e*4Anx~0)~Bg
zwOad^%=Cq;JB!QnmZ~y1qN;P3ebP_SWsd@VZu3hdvf2iYdTlX#A6w$DvGS%#pr!9`
zWS}JU+j9PDWS@$pI>3%(P)A0m$Kt<fIvoZJ%@}8}D7rfNj~%cLV(l8Iz9>40r_L(B
z7+WGr+&YC2&ZG@Yr~>d(XF$uo;M8bpJ-!IG^eOa9g<_Redf}Fyht%x`CH}2x{9swd
z^mH^D(!}a@HvzSmwR(KC-lG;y^52TC!5^FR6ptf;N@*#{tcLo^njlvN{CM4zfI!Wc
zQ?>e(!@(57#?SnLe_s??g_ss1QMn1lF8jfo&)KZRem^SHI%Z(^K0d1zqb7F+DZaBL
zaGh4R>UOqg7%Yi;l$^jQcrUxXq|$EP5QlVCh0W^p23Ua_t`P7IGYK)q920o1oReXE
z32HB944O-;CGb5+@6Ry=)oWqE`Edb&w7G4r0S(htlJ__rEE%;3b*=;Yxo9h!6h`!^
zkb}25b}T%MS}Z7uwj|f80JuZDF~Fg)&(wO~S!V{jv56}ul}tX^f-Fj<0qg!sw&F3S
z3Y=ThI+IJ4iex5PAXM_tY?M0@!hz@^6E|{DR+~x79oPLd$Sj+o%KVB-Th%hsZ-3gc
zsM4ntE1#$K-qvth>sjDVJMOpkFCmPCC1d<x+pZ~hkvF4KiFD@~+IFKx7}_r5sozfQ
z+{UhD7N=iSAYbz}r#h;iKQrEfp&2$c7)hByPP$JR_axhTot1Cqr#Es`XQlr-3M6{G
z53D1WFv#5b&NYGhFODtpES6VkxA#kPZY{vn%d?=sq_Ovpglr9J@Y=x|4qpTBjO<y>
z?Fnm_rZc~hk}}oq#_8kNgPimfEeHdWx126=p4604l5c4ocMdddlcsIVnm+z>F%gnz
zcBGx}HoELG(pmn%qri+j+}G*`msxPe!5sZOy^|&recu($*!-v`cP;7BGPOt>loTr!
z))|>@+>WLuW@%j#%_(Nl-fo3CQAm@&hCUIDx$~h4tmL1l?&rO(n%a2U9;$75wbwPr
za;zjlxtz8Zk$$S})>QuyOe-9`JP*;Td}>=6@wyeMlG8~Mn(y1H9pAd<QXvfLM`L)T
z1Y1R0f;Dk2`C2hH(7R@p-{)FFftbqYH%VMCBEVq}XS*p5F`^cCnh#1BW?OxHoS>?8
zu7&t6YAFuZ#Rx4&73N2R5&5QqdK-b>1J96_2TqB^22gTbMPM@}=y`7v{dtj>g9hs1
zRRo1@x_|0%-<Id04eR&sPSv}+QEa#qx3HqD6saNB!(4oV6`f*l<E*_tx}Ldt)@1U9
z4(qKDEU7iLjYo{${3Mh<?(W@u%FgLeDq(cJ^;>_1Xy{Zm#;xfMx!kn-M!Vn%y5wwR
ziz)QzOo6qzVl&+Q;vco==ia5`h;pBd2C#MKRG>q^Zo`9lLtlq<@#q6U75n%_A1|m7
zwj|#jLBZar-^C*GxMVf#jNBkJinb@PY?U3ys2u~WqrD_jy2A>l$=(eH{~2dgWsCuT
zE=)nQWU(pT#axqtRlg94x_(l_nnAm->OO5W`C`<Oz(mU|`%1Ff{5xCn#Ryg*yZ>Qx
zl&r?=>DYs;AILq>`eF7kMq=ru9Ao(0Wir$PSlQXgH?m^3$XPcfQeR=Sa`U$QnZ0N3
zIvZ%RO$W^}RyXoMGDy!klaa29PG7}Rlfe!dNph8$^8G$97L{SDP9bcLaUKR=mmF_~
z8FL?(-m1+hnn0@cz(o6D(#c!vYQ}}E_rN@&N%OI~h<iwfvt0z8pk>qURCvp+c}1G9
z86p+GYEE9U9XbVHk%)>cpY6%SujdQF^5-WIybSbP)SJH}Q=cI<o>8j95mPST2JkT=
zJqq@(+Wg!WmVxl?a71=HkqWR$o0h4Sm^_u?wBT~fHaBILeX?-FddDr@DifM}sJlwj
z7$uQ>;U}ECzAF&vHz#68Vq{OxQ<BZc$t>tF%)?NiP*|mNw;s?+Okdzg8x1Y~;uF1^
zQ_#iFUqor0m2<<c_XSC!eVw!LT$K$T$LGy{6g#$x2G?AhgSRA%?#pql>odOz+21n)
zQxJRBD7?vk$k&<hf#p|;VRcrB*vy>NwE6FF4Sq-Z2xObG%L_8SS%AZq?}rm$Q%4zU
zF6XqeDWODN-S+3HZYaQVyY&!gw!yOvi&){W_zTEG5=5AJc=0WBD^(B^%nNQ8usy+n
ze|2u=^6jOI1&?_~ISwO&)h8GhAjDyPBGLg%h4};v9RPss6PD&*kvRY*geU0Fck6Sb
zqv#iQqH&Y2WM*l3X3?2A#Xek_Phk^*{-n7l-P^C?7ho()JA8x3V#_?7Rawm~7><V2
zex^6cbx-#%%=RtluAvHUNWEdV#Tptcr?pDAF7v)RZH^6S^of6qBGLE@93p&jY<aS>
zUsJ2SI3b&J)3~?~;I1CRvJmSDo@4klJG-6@-HO(i6#FfHc|r-?aHr+%4kTPyr~U$-
zwsmi_(98&KzFB$|m3OvJ6HfPl)BYv-%FE8=ivDVcyWW55+_M|NJpd@$P2KkM({-Q&
z04U)(Ildia_Bq(6Fh!jTpL@9yXrj)+iP`2R-_9C`SH_b34xJzLjoqv6wm`Zh(G!jo
zgWBQ0BS?@%rz6o<a{u94&=_QKyWW$qgeJZT*@bhr)zg0aGcnI`JJKNYmlmqcs+@i{
z(SHwT6k}b)7R1W8$E;Bmpv8BhdV_M}8S`m7o=ay?{g*VmaNE*dvuTyVdC*0Cqu{po
zqhaUxFPCp<OVwWAPhyVoI#;b9tl@KSk#I_^;hIIJ<A-KZ_qSr^;LFZ4`!_aKDd!Ua
zc<5WMz+N!Zn{ewI7j<kS!3B!-<HQl|$#Q!9v#jr3@|rk(pG-)~fTg$$$750_7piaZ
zEcTE`{y_(><0D|qnCCy&g{q(8k5yaUUC=IUCr_RxQ%G;rn))wD+4@v;;U`n<CpSuu
z`pL(S-`_cbOQ&|u-&(1xM+H{-U-&HVu(!ICK^OFx;XRoz6rTVPo)tUqQZuLAf-V%l
zChtd8x0+)p2c}=RJC}Z+U(e2OF1Vhw@X#b#f=wN(M-6_e4mkg|SZXY+T@bQvQw=e+
zo_m9jLfxxQw~k)hbdExHZYMkgBcET07}*$i#K2Y<k#6wqqtb$0s?7^V>~GNxQ19T&
z*qG(bZe8!~TkXnv;*B<68I+4(4uzvzyz><;SV_$HuXUK+#BX(JX_bCVC<_Z8NJU3P
z1zdLRicHi~{_~LAr|5rvj3DW+DGjalJ8MG8H_1UKgpJgTJZa$y?3GpBvn&0C6l5SD
z(B-IP%2HY6y;Ll2Tfw=dylM2v;>x-4mCwHB&}%uLRc2VO37B0Z{<zZb&e^$gD6Lg9
zyXoHZ_6d859NWB1a5md3SF2T0`HHqxX*)W8kOgkPr-6jogL6O+ydMrjX_;rUS4j=%
z$=IDEKYi$H0MzwYI!Wd!tMR-`cb)yUC(sCf*;%2&Rj#4+Cm*(S^y#FIBug9k>WbdG
zIVA}<$;95~(Q06?8JRRZg_4;=s2{Uaa`zPe4}&pn@@Y@1AX$epl2LShy;yUu^Zu+W
z?))V-zjZ?D>$eV>3rQF3xLzFZv{BV<1pkMZ^dFDtU)zX@nVtUs^^%zWHIDwbm&C;Q
zf8`}%ZrWguCj0HA0Sd?erC(rL3oTGXIq@(xIbC5L?sy~EY!DikDBzhxGH#C-3Q5X1
zk^Er)Zq7+pzsXXc5sRP^fkX<ZUSD_YosIh-r-V#MJ}Ld-=D6fp$7lMayZu=@mO|l5
zl$sPsysDZk&NDk~T8GO*NoK)>DRk#K@0pzGG@dS~XgVSKte>o8NK_VvAZC;?PoGyn
z4jQv!xxu0B1Gp)rv7h`{J)`<`nWKhGfff;wG0}mF>6CFvu-6uoUyyoem{Vq9yZnjc
z_3U}Kg8YGYX^hTht!=nI<<#u#i;L4yPYO_02;;i^w!Q-db5vJ6L7xv{ST2Z*F!7Fu
zj`7?0=>J&k?tlD#wsO5)u3XN>sfMU-n(A#tS^?c|y=#<9dsLus2qq}L%b4Rsq=86=
z2T+;cAWNuyF}A&P9o_$}0ho{i5U;RYeZn4^)hoNceqOblg>6_K(Xj=H1xH-MTbgY~
zA@W=&24q5l%9<ili)Rpk*s#iSaqX<4>emAc0iT9|??cOU_wy@p-!AZ2DKTFUQkv~R
zRzw#16Jl=dzbLtm0BpOK7f0>f2eYuIzdx1=tz0k>$EZwEw8_^d`qg7{gnt1I+=!<s
zf$>lt&z1X^Kriy$Ei8`yV6eGNfQMOOa8wZ33LY02o?*lb36{Hs@4*Wr%#Zry5MN*<
zEw)N&tW@NGWy%KF)bQMSpoRKS9`E7s4W~jCb(GR%qmSO1-~cqIMg@bSF2!8YX9J^b
z*AU5)a@@Yd(pYba-?BpB;%;&JPB?wAt(b&C1e;niBK-6<G^O{!^#-aNTU?s4ktW>8
zdNKq6yw59A5-=oMVC`P5?lkVoBW@ua)GjKeQUEm~Djx!Kf-Gd(W<qaeN7Z951c1cN
z%!<z9A##*JlyedT0w>-V#bcHK3Y`3&(d#4?8@;=&5O$F~=x0gCG)Cf3Z+GT<nx^26
zpsqVHbaP?rcx7eHdU{KWm3`6sso_6Z@dP;gFr;UhDDqv?j%j&ed1q;KL4mCxKtX4E
zK_#)3{PX5!;siBS^zac9XbQjp;%h{mIzok9YIBNh3bAB6)BnIb)@<}L)pkTQm5{QZ
z^-=dkhQILs?W(qWqKfh?q=fV5^8D!Q;Ltrb>HYX^3>Ih4;zm0=hco9&E@fQcq0f@e
zGVL#QA3VfI_w#nE;n`5oAQZu)V`q`Vy_eHL>uiV*_vd|~J6r^#{NUy{EDrOf|0Z~{
zLdG%RTA3c8ZQU~V*KsJ8J@-Rds*h_>nhqNSf`!!0+UD^PA%QppuvPR{Se+h3ygN%P
z3o%ke_XJr{!sGJG+G18T7gvLnw453LgFet*zB+qRM7Rb5_zh8WmB}mGwMkA2yeJZ}
zR3Y81njpG+N;EW99k9+2dV)P#u=CKB!@|N8*h#z$x1Qtx56CJ48di7Mn72+EJAzk;
zmB$hv-oSg)x-d;PP4KV)gK4Mcd6<^LlK(<U29thK8QV%#<NW%)fK$&UmnE6Y3y0;;
zey}bJUJTd7zyuN&K(Z3@v-n|is`HwdoBzOJ;c82Dl)8IS+hAPtW{$m(sn6$`2uXki
zC1nK=;kC!H>leZ`&f762EosXxCy}EmWItYj?Y9F+AYoinAf0ZP4tODFRYucXm4cYE
zZMAQV9G*^#Rb*i;1On=(2}<m4iN_iZ;3zH#V+?G%E4SGvM2R;MltWpq0O_hyWLfW{
zyY|a;Pb^!nfJW=U5Eq@ceaO}E;)du2ReTj;Q;vwl!nMPf1!b$2!LlF16cN5y<ZJwd
z4_5V6quY6|F3V=l3RgbdPES|xiwO8QWJU7FlRo0#NNwe0nrC0dExl54nUu!Fa<#Rz
z?cy?jX;(*i`oDxU3jK$;ga8Q9pCkPSL3SS*$QxP_NpKCwq${K@JA1(t?Bf{q+F43;
z6)gut3Fg7!j?_1*ha(k|-aC7<g$TIr8iy&WQxJ=_(8Ls|oO1ca0S4F8F&G<N%t~x9
zIX7F3f=0EEUHX-JzzRXeQ&^=`o2BrQx!tj9bD*1RlTJ%0L^~e)RebK@pYo@lA#^uh
znm(w|B($j;)|j@A<%1ew-e`ev4>C^gBad3(4un?aRo8VY6`X-nDW-UrnenVgOM<Y4
z`3{F#t^P`K#6;02x9%JAt}qsr%485sc*SU|xg2HvvcS>q0>~3N`r`d;m9V0fHd9Tc
zl&ITo7p<j&UJ8PsZ9j^!?H?WLhlbY3?fq>hPLhF()WL||RMXj%V^EHn+}jAGf$Skk
z*Ticv`Am*WML|a<NMs#IpB1a29%eTak29+|fLF9DWD}PDYRYm8adXg&tyM@_ktuHw
z(4r;-m_53lRWpUbPy}1Q404C7JFsz2-+z)Y_=6hvFpuP&CS=$=P<V5E6@CMs6n0a8
zf8$;lon{qM37#5@Yf)h;1#VY6v2G)rq~;V*q?E$b-0*f&JLDjDdxd30R2j+k4~_Mn
z#J{yOHk&^mUQ@%pe4R4AP{CtIUCiM?Ur*&~oaJe-J|K!IC{EbY=Z&Ya+M9kYDoH5?
z6Hb93XPOhP__-{ENM6t8o&F{k9NlRJmZ&`!GbB1F1F5+tM|ajF1S>V=G34~?`W#fu
zBnQw{1L-3tJ2?5H!p2G>A(ZtT{`B;8ZhNMw(c#kWXi{m#5BK(DkY2Lr>zzjkcmF6$
zs!{Q?0TOu*afbk}m0AcKbia~5uyqW~UPotW7Q}+eVdc5_0T%a$cJzM$4TF~r)J7)u
zEc_{PIEnny{*qEww<Guk{h|uOJzFUV|K_=nb&AyGoUg&13dcMBj<$KtxO!#l;8ybw
z1p(n$@xbg6JyhTckG;4@@q2V}eTJbCT}9hDhUi*G@SwNO#0;+0ELHT4)O$27w*-P=
z%<e$iku*^pVwH4)MgcqHT9vV&Tqvv*21E?H2WBH084DK69o(Z}4isdeB%1Fs5!1?{
zx6=w;8D8ZX+bGUZbw8!M{eth+>W2-DoWz<a((?LqxPtjSN^o<IJ+dJX<vMrviBb*3
z@|is-_(qHO00m$>IGKzTO0?{^B?<gY6^svP4?FiE()6;>P$bs^r2K-K>$2`@&LR%7
zG8Z{bgh^#Q#&hl;cWM&Bd&xBtiv{m%u!vJo99Py90rv|j^yb*~)BUa!<~NwGPU6NZ
zC&eYZ{tA5%x(dJ&Q+hhiBw2~Q3meyaJIuTxF_yZ-WR6)i<P&|%F~<xO_D494t&B)r
zYs3X^ZfDx;y4k3HwMou|`PJ2ke9O(H!`0kJT>5`l+%&JFAGV{P+R_G7nn?_JT?(v+
z7&gbI%_BdXnqkWib+6e94Di~5a<ZZC5<BksFR)UTdy2ErDgfVP^d}$-QDBff-X;X$
zkS<Fv<5bO$NMjP$?BV-2C$%P!jQrJsjLOb}U<oMIPEE={kw_#Vr!O}G)6Ty!A>c}A
zqI>AIUAa|YAc1E|Kon7^!UT6{y#k+<@<U|txw^=1s!U|r=uLlDu_@qX*%6V`tVI{W
zmTM4X9xQ{DV7r6BP11K2Q*o8zl8+J0%T9U|N0C<)S?*^zgb9&<S@<i}(iqKm5g7Dw
zJ7C7ab(MZn$t11XU##e|`}O_z6u7l|c)Ol`DC^CJ@nsS!zBaZji+Q(?2`=)|qA?oI
z6wIg%IQne;cu0_HfBmegSCKTyriaLAMHFY?-o)<Cvgh3x4<&aMBaRR@;5p;tIvh0T
z<G2`<?U{k_yk=?QAlp-K3PaL0>Ls3`kzJ%Oi$s#CdIarg2y~u}rXQ=^p2Zpy3%oIi
z-D$jfFQ_J?Gx@Qlnc6lg1dqfXQsn8_cpSAgYiFI@Q6uNkJV{=Q@04lsc<a_jEX~RZ
zftdR~ZOr3w6nt6aUM*ub-a-5*|FpSizM*feBUK(Kst{$s?Qy_6)IZVTJ*2u942TOc
z@@_;ZpCkab*;nL}l2#$0{-&B1v0mX)Cnyzsy!?v9mAZV~zIe1!Kptk(x51H<1TMzR
z^&po=Hk5G)Tl8D-ad<na2K3c<N)rnPrWRMLU|<b0Q2}X67i?!_lum`wLaQqt>!VJ(
z*HT+<+sp;#=^sPxRdDc=HG7w2AN>vI@|hqEV#@bd1=T<PsMBPoC-q1(ry*fg$ZH&R
za?CA8Y8$nS@6xY75%>XF6(a35Bt2YHwb+KQBndg-6S6xnXvq3&wx);jDePck?j4Zd
zCuYU&h6F@k+406@)9gUVH{cr=7{Daq{}4I<5ikGh8Ab*=w*OD$u>PMShwcAH<Q!{j
zJ8rS0C@=S%8(T=G7)!eEEvmdGWeWNMi^(kWupx53Y-GL(rjN^T!L}3+rQ1u!7^zZx
zUZUzHww(t2$*i{VD6yDKhQRdxgB4Ipd(-`=OgDiFS={8e`Pa8|>vu4cOV+1j=hs-b
zqCu*Xf;^HzGSaBM_Mt+?cpkZ{6fipzrHI_#S!=xWyO#*{Q<^kf>_>kC`8u@fn&JIn
z>51ZTXiwI63zd3_DLJKuJh|98K8xm6Sf_-6HBa}|H;wo)_?%xgnP%gXq4MIww)CHE
z_ndy)-%W3d>Rc0=Tg#MGRO}(tGtQ5ms>?~dDB5L$WP-~qB@JDC<)>wTdoE5=zqjs`
z#M4)eH6n$QH8NrqkjpEK9Gr9Jt~2>5FErF4+GnQdPzb6ggv8T{87iefi_7bN4MB19
zDkf4YB!r@sq!Wv0imbb^n};F3EBC*z)&p&OJifdgcIR0Qi_D@}Ja`09&6WEO<6q)4
z6UGkbI}(~bxpoH8+m^F%Bt~wS5X)<b;nKK0zMcz9PkI+q#|Ke&e_S7~?juWSr{^H{
zZQ9P&H*=&ddpkaT8fYU3B%4qs!e-30P1={;RPTI#k9(FFBq{rj6vC7kqP%N>^{iQ>
z?^IHKGNlo_lozFqZ<7q&<{f&+EM<a_({3*%JX#Nt({o!Xibsc|l*47u!!OxuEoWxF
z+T3<w>OaDETe%SnsQ*Zbj_7v)_Bm-!YS__O6CWJFMPWGL1CxeoVT}-mY6&Gf{{Lhf
z78K<)!`s+^3q!QP`p5B6L+{4`P?awe9L*`&X@c~Y{Qe)tz9~wRW@&fYJ#E{Xwr%&c
zZQHhc+O}=moVIP-c-!XbZ|`&di@pDgb5T{RG9#arnN_taR>Tt#&;;xpJAxQ7I1Xhf
z%QmY2AxoH|U=MIf3XKq=w-^aR$i#85|3`Ed?0*qOPjdWUL@7xA7ts_gw>4`jMD!57
zg;;1pc8-HRdOVH;gI|<GMODIDIR5fNw1GPZu@U`l-=`67K=Xgjz^;xL?|4qd;d@b~
zK<NB-4n0BtASftnb!h+B){Mnlwp9EVENz=hhs3}jAqLBVAfyaj8+)V}T<gdLHabP8
zJ>kGv!ATS}!5Z)^HhP~ESUwwV{^L+l#X&2AzdQ)7-_C&_v_7}PNYUIo+om!REnIIY
zA-bTQ!^q%wYbpAn{V5*xsR#q@#hVJ=*uH<N%)idn=YsZcbN?wmLQ2Q|HmC9*AR{72
z+1}q=h5y(hB8Ta}jsLY73}5@x<TYLFaR?PL&U6x>!kRx)n=QZR?M!Dd2~Ed4mV}Ov
zXz(Eaut&__2v+`mQ%oh-^-PYggA*%B2S@O|+KWLTKQm~f?;9yq0#AGXY<GM9@0Y=d
z8cuJ!McY&d$1k<|d?Eq_VLt7BEdr!nf*F7DUwvfVk9$7`oc`}ci;@oRgc30&d=Tj3
zEm`t#5GeGtRq5ZO=l&TsP-JBP<Lxh?{r;a(+A06)vIGnQeLuE*b)25RwjE3V(-wN#
zuA+l8^SxvL!fUqt7v4W@|IDWE-*|fe#=HI(-uH^WyDU%tg-7&nyyX9B3%$`AE0T?F
zg+zm>y=s$eyZ`<mcE6`+pQbv<Sd-<dibga!nr6ut-ypW#QjJ68hS=udXP!_K_<g|i
zM`%T(Gw96Db^ie`VEV!AuJ@jfO6_d|P*ZMolSgktX~Lz+(62t{oIIsnpKi_$i8;Ol
zj0qgkI3%XYM35zY_Fp*Zn3$6#W_S7AeR8Lbb5=<wG`vBlO^N99DodO2r4(x|!0ArY
z@=Z+=n5d^s>vYS~9>FRdG{}y#9jlHW#*99!x7ovBU383(KP``*M>HI~?w2&&MZ_%M
z1$~sySh!5*rjwbDVlVI6j=rpxwAAo@db!7GeYtd<jrEuwkMm7MJbEPE4mSngMBs@2
z4TqIXg6hc4caB3V*MOZ0XmC%4GWMcjcw5j4Z>Kf2)t!GBUd$I$M_ar&ZtLhI85k^&
zs#maS5<c`;+W7YC|5~VTBPEPz9CI?rc|J`eyt@T(^)&)AAe_a6u8tQtT^^W{bXz?(
zEu^c005*h9>F1Q{t)IEO70S?PTyJ6F0f4`7xB9Mdv4;?<h%?L>$?4hz)JitM?04su
zr95u3ULFfpn$r5_3xp=Nop4wO<pF(&ngTWJh|PzeKRUoQ$QK%LqPUIY`cHtWBJ@mC
zsvG&*gFMY<e!y0LVA%|L#*2<L^+2pfw^VIo+wfvdnqjZ!GM)n!vY_MPM~)*TS?VfN
zE~?XhvVfc9&6hK>o{0+ellv3~n_dCqTzkrrOE1el$@+fvUkK$Mp{fLNc|$Mb<D{<`
zHaV(#1j8?3uv(KyJRT(U&)Obv&her7YRsQ&@I2lR_}Z10456HjO*p#$1mAI@4NU8~
zLn?1Fx-G|@&M$4i@@?2kP{RPxR4vCd5>+h<$MS1FUwq&Sx#Yo>q_Izlij$T8K_nNq
zFI@NS=?$`e1lhc?6#HSG)iKvl9pYk^q{rui(Qz2E!~QD0O66-cDO*L`G*lNPKme8{
z55I5`<O|WBi)f3Li+v?+1{k3YXKuk3*%RtGdw_y4XK9wU&4{GoM#}$G3{15Ty8urj
zT&#M98n1p4C?%pPqTX$}fWIvN>B0NC<5AxE2riqB=Jba|d}4X|ctPmxPlZ0q=aAxb
zBykhHj#G7{=@PS}@52dpOu3>k)1mGkS+MLMtxBMw09y4cShnaKqv)Jcr}CoBq}Y=B
za@FV@tp{Vwg~_6y;AiSb5;P$DnyS?-$|dU6lJf?R8J-~vJzGDu@F&sR$)ikF?I#$t
zw$tb&jQ1+at*UuCF&{fE9i6@Pyv(h=3?kZ~54$Zx*w{Xu)&*4mRCn7gS9tm(G8X9L
zHJn|FD^__{Bv<K}_=ji6Q&G;7`ng_YqcbYI<jgzBN%5>Y{XMueHiS%ar@|JHmEZo&
z+L8(*CrA>&9_$)WSi}lXcGZqaWF%UkgqM?~a7q6XcMxq5{|5Y*|78<b@x`X_wpXdI
z{-?{Y$}gT@mQD{t6p&U38pYiSUBEqqa2KfDY1!8>yY0w$$Y5*n0j=cRfQLrtrI?BS
z-vGSchdc&TGH`l0fr*2M2Mg}5N~BDUyLXnfR6+|@b$vVwF@TJevA!g`!uGF9VD0TS
ziF_hjd1RxdEa7hMU+YiVg)0$L8FR8q?NS7%*A|bpFNJ4g8#9aUzdM<vxH{A6{(4=b
z;ErsbYlJI-I(vtldUOdKthKxuI#ylKDpJwW^o?~HFQk_wG0Pw_n_!QqU@Hj}yFlB~
z8ttHy@K_hHDyJKhok6ClW$woCxbM@YjB~-uPTaq#F=&2R)Zg%(tQ&fTu^-~Dnar{$
zS6%Z}A@i>6Q2mw%^!eh<RS~9btF@TX$B5~{5%Ut2pN8^aF`CI+Vt7`&4k-;mvAf%v
z!tUqGv7&E<?aA`^PLJ&qm4-FQoko-DKkcQ!il8QfVz>P<y$JSJI_%Fq>1(h&?G&Kb
ze9ARWbsE(LUCuS-ja+Tqzm#qVx*H!sSxfDgK*lunfyE@YkWU*yYW1T)mQt^B7xhfW
zh7ecLky>&!5gQa2I!axa7H@JOiV%XfM@loavvxUWEiKQF{pmw~brLeCAuj(r^I2bf
z4@(Qgi9qJKX|}{=mGU|gJL9d_b`pZxZ>Hd=UfjWZA0c7If{WxZ+AC7}1L0G#Qi)RH
z7{&@e6*tme%ND|!hmpQt7qNX};UpU1rLLd{ZqatX=_mTP_OjUvS!rXy#;*t)Zd?wj
zjslM%1f)Jp<2sX81l^SabiqE%U4HqJnU!&yBv6X!^y0*$1<k*=>{eRBGQ5r7Ta|!M
zZ7Q-7T(*isI~p<#PR!gU<;aR03d?i~ZrClmj^NWRQpR0{ignwTy!1$v*k2*tAg$|*
zV7%$6rAy4H_7U%r=a1|cc>9_n3AM^0sg^JN@;AFiv-Az68h@%pzPN4OPR^+h1yyC!
z9-;dWOQ5jI3Km>zgV55on_^OyFo}n$V%XlprZowt(H)dX+@dN8(g?eNQPY6k8$R;r
z2z@?3RDUKhSwX3=KW#go{w;^m{p}Qxq80mc8!Z-bR!{*12mj=_bF{?p{=;lB)<IIs
z><<4-JUU7vcPqi+hp<J!g)ALl>-Sxx1iEej*vD;91xJ(?>`O)nI{7KKIuGQsWxWRy
zko7cYy$4&Y26_?wX83~x7fks8XD~^NSui4La|6u&OeM7=6yu}Lq^cHU*|<%**5vH8
zcql-ro$?E+c;(pc<6$5=XF?1V+c40@74!)004GND07p#P=DE;a2%8p($gD!7k1#D2
zvM74wphE?e%03qo&p(AV3Pu?3=BvvZ%(APJAvFMzk$vk(JYN~33BeVmiaRbKQT%py
zJ*=n>WQS0IXpgd!oXuIz?Dyr+Lo_KB0#jn;jzHdZ?7n}W;bSOUBNg_QR?k*#UK#gg
zKH7o37^rg-3>QbY^{xZ_g=O70?`zTv!gKY~(%e}-5Ls&J4Fep8TGXTbXXte>5MMho
zcM3;7V=-3Wa))yObVvNc&wa#IxDnnzC_QXLBp(Ua`k?$z4cC*01L|&`j^~>PpC}FL
z5*AYB%;&|-=U^R|J#2XB;ZcuK@;$#0VMV?7?UJFYHlm{vsz=$toxL<l1V$ostPP8T
zNsL-IH-NS_#PPUB5Ahr}NL*3k1ex#LQD$dHi=iJO1kkva;>t(deP9xBgrDrT%1s+R
zEaP*gQz(^qh<bT#5{_K3Ib6GR*d-|Rog*_D4gW5vya|FEH0GC%aBO!#aAHHw`h>hV
zCtG!g;D1is9%J0|?XTWXB0qlN858Im-fbDa(nrlro*ec{Sx%@8)z{T!U5fRdZ&L6i
zyK-U`++X`YjyRWI8*yu6XdIA=z?#X`^mz*D^MXf6h|igW8vhP{;<s+Ubh8}yI;Ax+
z^QvrN)qY-Gak@>KnWh(#l%55LI(vn3S?m?X<1A&0a)HTt0O|uEu3-kem{wWFc)Sm1
zSo}gWkV@{Wz4`%V4$&ffKkcSIpj7uqUkRe59;Ddsn%NmaX>@Wao29C+_E5A13M9g3
zQn;n#H<O8A^V|&jx|!LC^ElM+nlB(P7Oj96=yoUBAAz2D2GEQrMTjQpFdD_=W~moO
zYScUq%nIG_Mk_s+wQ<STi5aNS9%2CM{v!V@Yi4{oV;yt^IV0-e=jNJm^Co4}GL`n-
zgAJ!_dm4bGNjb2jb7P~pM;Y1I;twY`Pi<M4IhoLWI}41aSnLR{f+WKXxMqjakZh-<
z1R?9}duX@0?WUY|(yowe_xRKC_@7tqy$>05MDyqd(PDbV(F3jcQq!L#j~D&tZX4&k
z(aJ|91wv38Rd)#~c9bvJ=>`OFLTo3v6hEiaY!J$uu7Fm$P9!+`_M=4%@P+_^ul^Br
zOe~*A{yVQzLlM1o%Kh?f4=Z?ORe?-K_RN`_Tgdbo+`#L1s&*P`7AJhW_hjSLd2h&)
z>Hv?NF+VCJ+Xg%xDU@?`<ozvr*FFfejsj7c<6<z=_7(A|8J#k$u6q^L!B94mT92Ez
z*&_ST_XH(Nt-OMr2b&aPN3dV9y;Hpo2g=(sEG96pxT(xqC0;Pgs<9{CqrBZmDDoZC
zwjJ*Sv6V?`SGyrbuyy(vu?#(S*BCm*I4cupUCV}<EW+-%HfNmxY9Iz9i3petC+4D!
zC?Uh}qwB?ru;K*+)noswo<xs1DqZQamH@z$E+Bqg5pv2G{t9?<q`rzT0_0&}%|kyT
zRk{e~=dYkm2MOXR(>P3fEYjcHaFMc5H4q9bIx;^d1g;pL`{D7gpV;hR|EBe4GyAuo
ze>07qEuh-Xpp%q?SZpVpg<8CoL_c!Pf0qQ|ts*e4Z6-hdArR={*f8zdkFfms1nB59
z7fRlI?J`>}gbCv63AwUqV|`J_nSht*=YYLeo1|fEDP#N4fs5N<i5MHg_1aV<GjMf)
zR}#9u@PMDYw%B$uz1Yo<K~(nLuf?-uI(x&-lTd$pU!b$Sbrj!Z8R2rRaGK1&ZW4SR
zNwNdrdZ}B5=snP0OwL(vM$P+Ce!HbC+u%~G@207s+IJcLUAja!4n|QPge$c1VYZye
z@EV$OW?M(?uHy*@;C_d~VraUhQF4$;vWJWrJ@Aa2O&{s1@oO1T+b`j5{xq8U8*EAa
z70oiS<Wc*C-nI41^R5s#n}zG1loZ|LNA@Px573LPq4PzbG5y4$XOl`;)Ai{aD9W-;
zLgoJa*tM<7kBSjG{UK0Ym|LY<S5!s4ryG{m>#fo0mc_*_MRtsp`%H|aZL2X{hfOyW
ztlB|uWHyTqv~sdX@J4x0n!TFnwY+x}91U+wpAf~Bk1zfrHyMDJfqB`AxpJcP1<Bb_
zYMtZN<le+eL_)r;-Voh0H+TN6_0oEDBMb8rn%kUmLloS}!Uuc?TKCJckNoJ2kwy>V
z+KPQks}wlv`Oco{gemt=3-(%dv0|d<zq5okAXnH?xY_G&zV`rzBtuiLU(k{c?8RKA
z`Y6YI<}InD8MddBRoX(6H<_AB3|o8rN(=>LgDak$Y(D3|*-JNXA}M!qF2~^u<E}ls
zfBE#c7$fV@?c9*9CQ383jy?q9p2w^a$l}!YfY=@dve>H;^`R1k66hV8^&H;mz@cxm
zqiDKjPK-ga=UY}z==P39{-k!TJ7G3b6>h$~LWViS6TK9S0@Uz@Ls4JU+P+`5tPl=G
zA!F?t?sl-y9TB?1br{DjTerG#vhkIdlUqK9Q0WDLBnra(d{HH5*)62+ZN{oo2mT`0
zd_zwP9110PPk|>Ww(})1M*{iwMc-vzl8RZU`|0oR^VPXO>CI<Z?HcxREx8=ZJl$%I
zxbld2+TvV(p$hY<*OLj&=|`4OS>&0(CtrICxIIrNNjD}bD7l%iXQCb<3Otu`pxe4>
zeleQ{zjS2E3GR}<$x~In<K9&SpFP8qTGaHLD!Npj&P}M0ZCT*$MmxVVI?z(ijVTc|
z*-}+U`299qLS|@5EA6K}GJ~e7L|!q6-^(Dp8i2Mo<m3v4bXnjskXvl&_veXhLVgQ?
z@`A^~4i&LkTOOL#W~O_f6nTT#YOgvd@`Uj3x<Dy%ctV2H^b$|O{{ye&<cq(Q+<n=b
z0iIx|d~#elTnHre#3#D;wsQX0eZ_W!%K8hcu)4h)W+ky$Y5Id8`|1l{3Pb|!zfH{l
zn2!H3F|)8T{f~*6<-d6}EdPHz8clUuYz`#WShh*vUZRo&>KXWmpvKTtvQ?6dyQ8oe
zc6%~jqv5n0-e<XJ%y9{7?0^^2H^;{s>$+8<2qnej8a;e80VLLr=$OG6<w2KQn(?2L
z4tEuwZ+0^tb>ixe<_oV&NLq+-6xFD+%-D^A@i5Xj9X}~BC>qmhu`XX6&%Isd#w^iA
z@|tp2uV~~C(kP)MB$9p(-9{dg<|!GMd@K#uv5$CL%5znIapD;9J!o+3s$b3Q92|*U
z8IBv2q|FGAW*SQz2&1dp&b&5#SU4XpV!dBl8;@sPZJC@`WLRqM#LmgcIE+G*8gre$
zS3F_CKr3saVJ;3a&c~O=8*8UMME9)CUCxaIw$7#$nwvfz0evPRsKO~4O?*md$sSd(
z&n!B%2yK+7i9rW*HGyDMi1CS-NeHM_lY(o|+MA~zCOq%HmOYGgy(IGwOHNe-_z0yB
z4@EiXs;&)S=ryo2`*X2a{2%f){wB5>N_|j8g}|(s`6C!Xa;;(eODYjb?r>bY#_Y?9
zwfsW^6VRZnRLFUY0#@@Q!YaK{v=ni9QtT{dsDeTK{yz!8_`{Nsr7`z@5DHQwP#GJr
zY+bNTF)ecnL%hRzbNze^-HPGi3cCSKF6(tm^8g-=)MkQI^D9!hRr?Ntf;F^9LS&B|
z91q-~N7J}PkgPhW`;NcD8rmZvvcrf-`Pr*a-4>3aMCDE`L*y6y-3N&?v}Y`62N^M=
z5Ts^78ZsyeI)i{lhxkWGEmjH=&X7W6WV0@Qc#j0w3?m{Tv`3#>hYU2Nj^Ce@bV%X9
zU>+!1Fy%opX9WTsdU^a_5rJ^JUEMl`nU&jAQSnGXIOd_1IFP&H$g~WGkY*Fd%l}BR
zAI7sKhZTd{gPy4+krN97&BKJxU}wCrkbp*ynC3+3kmQu7H<tz-){iLB=25Rpte%sX
zhAN#re)ih)ozqJ*rv?`L#lg|+lu_q?2T%sMm&d(dSN7|rQf+PVP04U3ksku?dIi3i
zv3({)LvVk8BwZZuUb`g%a&U|b8tw`{M^{VdS!$pt)}{r@8CR#^G6(q@K4)KcKUY(B
z#aUk+jkN!`b?`mcDK6}n=YG8%ULRbHi-#Nm?mpwLk_hVi#8@{eyH<?20~|^G2?RWi
zJfO-5?n38+&q{ci;g$H;3)g-v#+E5G!t=eI_Ws4s`TQK@9#ODUA6LE0>7*P;LK;g{
zFkweym85^$(6oH`e6hrK=eaFE_IX6$;At>Pq#SE@)`bnxK_ncFwL>+6(7!+lrN>Za
zD4K~*o>5Zik?L+&uIXUpblMx4uhac3bs=pkWU01r+q;kTvtJGZPa0=D=ky)9rl|MJ
z=fJe7?br^55b59%BnqfmZ1p=eyy^$*CkXH=fC7>>6CcXrLdxPdp;t<PYL!@ruyN?~
z*|k%jmB-a%!XIA7EES2%?u85qLd5~IB|4~U$jiursZO)rX!t1B6T$vT^S9Uy|J+V>
z;gypGOSzFyF|2a}LyK2%E2tNPRRD9a5J~tb^V1fz7<#!DiSZ~&5SgD_$n@M11pJ+s
zD14Mo7h6eYI(_<_5bLdAPv4LwM=<(2dd&a#PVqGHvCI^Hw0s|5Hg9*&d5~}>fr8r{
zeOx&Txg>du-JhFZ-OG71l!;n|O;|8==Wcx;Y|GEJqM9>RmoI{{LMGN~_!1;BK7jRT
zKCaU+0K*C+TV*|$etT|e1R@o+zv4xY35&X%7_{M2Maq^dWUa>bB;IZ#R4*zs`|-%t
zj-?@qp`r<j7`jYa@HlTYZMgsOOx)AXWcC16sS4L^o#k7QY+^lU<EH;L4&3WgC=Deu
z-fIac{mJBnSYgF&H78O&K{!K@j3bVgW#5%7&PHf*0l6Ct^$2jly%k>6>z2?5LVa(l
z-)D6DXSHTx<iX60GX<#@e~8+uR;_85MIf9Pn;&P5;)YtDPsQ7uCGGpgP%AVI*6SO^
zhsRGn^_j?e90f9_Z6<d8qUOny4R7c^Cwj-2*=L;+D(LUb-FXwl%sz|(6GCj&1tUDQ
z3O`_({VMW@iNqU0@5JGVbfK62>UBS_q~P)eulog7Z|(Hnxt_B|^+)Ml0(soPMBx)0
zhEN>-IvJc76;f?upSd5*(-Tge4mPRTBD~Cf<Ps>GKl=MIlorg!Y=V`m+G&!$z2y=e
z!V(nD`p~cjZ;r4UyCNsB8;?HQH+N~i@8<8XfS3*~Cg4E|6)c?k$3N8t9vMZ7l24TG
zX!iNjT0U0MO;OPf#2!}rJEwr<lxN6xl8c|3u5brQMIaeRN_m{}w8?KDS?t4K3HSle
zXd6t^>UWVX$GPPC=Ou*29KSR?Y^H>>AW}$aRNNNW|LSk`0u*E1pU_BIm5l7q&OP^{
z5boM-mpKts=_zujS@#4}!nf&fa+A=HDmY1<q_`9NorD7@tomUB9Eu&_)`|9CC@TGB
zLh9?<yuu9y91>srGw<D!6`rYkL(<Mp_5;5&;t(NMX>fEfL6^Ga%j!>}aEUbvqM|<8
zNNS#Et)DLZU^!L=EYPk`N=vHfm#{{uG&ox@8E3xu#ivjwq<T#5XBel_Z!h5X!*TN<
z{JB2v8;r)zhwlzmDUBuCa&D2w)o#aKODhT$U7Lh(u1-_90|KK<c6S<Y%z!6%6F=I3
zc9@45qv)I7Mgxq^=^~(E&o2oOcg?6?rYkN!FR_EMF9wxe2&6;H=Lx5P;i0cdwm8Fs
zX#64+P6?`*z0voVzoQThGM|sh5w;vW4rYvJYEe0D%GMk|>W4fduL=Y(omwL*Cmks!
zlJ?Zw4%k)UdU))uTRKJ!rP*2TwpS`6!+t00gY=Ms6`hQBDH;iCYu-EcG<yxpaS>`%
zZ0e7X@4HgMgCa6Ig2tTYDVkeCgoPg2r-nEWl-%L1a8A(1oN}3T4HDNn%7IIyJQwA~
zbMtcjFm1chXPcjXzczOO+Z3cCns8Me3(HSmIx-(FFmd}?Zjy{v3+4%E>)uUqy$0#j
zsvFpoXgYS8b#u2t<mnpLupGG|lfcF{!)aYjTVD_0117GCz2@xfOt_70#7gxHDAXxp
zHu~X;9%WkJlr<Eupbnp0&(spMRkTThUK^@YNwTSznD=%77s#us@cFXg_)Z>sgRcAt
z)ZByV>`E8<oHhD(*NXeJ|8}G+_`9kA?bOrGfCY8ibp#&|Vl7p+V$?8M$K~#Qv#>~)
zb8=i$(odR}3zNJvKTBiVqzBriK%lfYEJ-4Lki#1Jr}ebSc;?L6F@pj!jaQKwdqu+7
zr0L>cNiHc`W5g~s@%G-jj_XR+7p=Ckopt=$!|>mVW4Ve|KKaJ`A(Fk(1wp<#@FuJZ
zLHoeq>QR>2$MnNCzvhR|6aSp!nGfb^Q>weQf2A|ubGL0MG4@euWH&kNCE{WA*u*~&
zUjG5<!~o@5C8LIrr2xUEAUBCyY+H(lq}*&95>-XI_>DC<_LWxkS=2*@nw)?uhO{Kb
zU#$w$FN}N=81-YTbn;&2mtiB5=JVx5y$?<&MP-(ijCHXjTA7n0=hX6OqfG?tIE7Xs
z&aZ@@n8ZCJv`|G!7BI&94)ktX{k3B**NIx5#3_J^O<}9;5UaKI^HdEj3pA46@|Dyt
zaN=EFbX082Efa~xyw=@!2rSvI1MZxSz~Hq&Xtk9SU4M&&1sT#CF5K41WT~F}?FyuJ
z%x~@CZ}OK@4R-dirHb~7AN*+3<(3kCja<o7b*k`1Z*ribZ+%VeaAaa;8jX$&nI6tO
z{OqB9F(+E(Q%LNk=g^aGu@*V|1&_}1xgYAv*HjYiDQw7<f4VDih%MtjX^owM0UcSA
zy^O5$RgI$iors{jL_mx;UB)Yl_mG?I%P4zXpKh}&a;V`4e)0BxSAM1h?t8!8`yz~n
z-W~Cde-OTR!G-QuO7|D=wU$1?e`){!((3=w{uw#g*!~~Egyp{pCM^G71QUR^rY+8J
z64?&h7{8Hc*Ns7(9$qJ08~wU>w^eq1u4v(R*#rqDBI`qeyi!ROB-H4@9zM&sPD|gl
zN9*=(MP*&-hY2|aKYn_x3l3*K=gX2aI^u0;QJ;sJkFV7V0Dg3V*}c`@j}!p?C?nmp
zn0n@m4!1{BmazM7(9K@|_@@w75>4P?O0~?>;mc$H>^Y!4L7x6K=Q|D2N55?c&c{<g
z{W3jP(lvax4FrwZYGR7A^gmS=3Lt8l1IX|CN<m-GAE&trHoNLWn5XAkX-s`|4t%}r
zEZ>F#00p<Y90{%IVcRkc;_uYQLf1TexIFAs6<}v_`A#T>ItVBtERk7!7hs>40eoy9
z@5Wq|5b2Tir6Zk07^Lc0$-cqj7o_g&?cDeecXX;WwBdzVLW!@3oI`(7ObbY0KIBi1
zjp5bR_1{i`HyD>lEQix0{eg!ySksDp)L6D?*L6TXmK}ByMx#33LVgwSIrY<_Q=Fok
z&wzuOUmP-A$f^O{UxF@V(~tCL0WtMl$z`G+)z1dSK08GskRU4@?49m*CGS_gAG6QT
zTQLQryEj>HhjZWpY`f*h4uI(+W3Ib~WvBMVzVhF(FJ&pg%CdY{8(nVRZP<yHnWno_
zFYl9s=PxfOvUGUUVstt&TfBVu(yskTMeihQH<zBIM!TpYYP2Fvz{dOVmsVE`{cnKx
zn+i6%X;<InNZUUYB3glmQ@0<GxAN}KNXDV&Xzt=|$`2SV{+kw?4Mfx~&3^-K3$m)5
z&Kq1p`U>9}*F8dgFI9WQF+ygimJkzd1u^xD_fl5#0n`-XXTt%n!?}e}T$=E?UciT3
z9hJdmRyiMbpx+tpF}ufIOf{cy&nBMLY!>*0eYRlv==^OWC!cI+?sKAZBe$;v6l3s`
zX!O=4Jo$QMTk@hn=HQj85gG2^k!Yx_ysmRd`x<}G=#5&h%z=<Y52S_Xph>R1J4@A?
znOMTjo)K2FZh~*L3BCUzg1fYB>jSnSBlra@b_qxiaZG>(1UiL}e8$4P#75x{+s6<O
z!}=qr9b)_?W(*7d#P$2jU^p++A?IN`U&SCY9J115%3@u4bFCqs14>&h77H5g4a=w1
z^8P^8P6tH&<tisyzvd-=c)5ocj*ozE@?OF)2)wL=_!H6cX)t&b1@uDIAz>$`2I!JX
zK{R!`<!`R_M+kp>9mZ@J#`GUd5Uzul5E6rs$b4y1Ex3%&ppAPv^1i9DhfZm?O@?0b
zps+7cK0?7sDeAhHQ+&Sz`h`n7bKUKI@S12GIir5FAWP3-Yp#`9QzOuUDCb%|sqYl$
z93wcx4!U-Cu^9HZH$0y=vHoGY2#9rFDdSdqAwo+ljfvP&D+^WDQGy9Uda75KJmiux
zWU>6Ar^7JHpeXVDAo>=5!p?zxxc%B9ZK3h(lo;xx+Oh8L7)4x~>aa;D=6FtA8%j5l
z9wpanHF-%jzh87$-Kwp5)~r9_y!hnGMwNDBhGB?P-Fy?2$z2*&?m+ksoWZzR8zbR8
z{1cU!Z>oF12C@}pT;#}J!xO(?mmVCG5J~G&QlbD>-W?evMG~1BhgyYD?U|N(HVS2i
zl$#4grX3Ur`MeH_&|OMK9GTd7Q92N_O`J-fmvQw83v_<9%EHZcX6T2s!S0|<T-3th
zu7&%lv|EmX!Q`B1rIE12^0*PnaRV9$-O6$&g#9I?b8$ew_m~tpNS~bZ+eSLefITu6
zS@~&t>u~7B=`R=hhSTH^2>W#k2kRYz{PoomJ4x_f3Ls=DBQQ8vP*1jiU1}P_7nJj(
z?-okae;|GQP%FS#NHvg{v{JZ6*3;d=kL20Hi`KNn?kUzPC~`))i^h-}k6bU?#f*hO
zLfj?m#gR~_F=<aD@D`l%)I~zQSQ4L>lky<r3_E}^Kcab#rVoF46bkj<gU|+g<$qj?
zDf|K3hc6sx7>trXq(t!j(i4*r?MZ7l7N*xG`3k!yEBPdj{X#^OH@&w0{rgPJUQAH1
zJ5(w8cToS&5)G*ZW)G-z%GP!TU^e=+pmO(&%7;k2N#o4*AA>Zo;L@Usz$tce1>StH
zcTug-fBlZIwh&3whq-RaVVzvE1Jw_gkc8ZIWlGUZ0}9_051uW9jD3Q1NRMGSH#Csh
zKuvJ=@YM`Avf+`DSsII(N^-c;R8wY2DcFnr)6RtS8YiW52<~e%4)CM<b6wvC<5UY*
z1)J0OF3-C>=C4l1eR7XKmVY_V#_X3mPA7M8^LcLhcAw<YEgV_wY`XlGXDeiWx+OXb
zW(J0OYPH>ah}UPH^bc^Pqei5f))=Lp)*Owj6F14opzV(aV-iVhC!CSgW3a&5gQ&bB
zL#;B&Q$_(0JlqzZIkxJxGC<c6-z>FJ026|BfNjUgaI8X0Urs@JYd{5gLYuaVlK-Lu
zHt10r%x55VR4bOCkl@l<FTlbBCPe)fw;#rraN60TQ{8h<fcf!rkA@Xl+s2YrsVR|O
z0J>WeH1ns<)R|hBl>dQp=zZ(<^sg?MhvRJSu5+LxTm1yxtS7$C%LqtD|64^hqLVwA
zUAot#4yy}mk@|gsLHPpyp}{E-0_5p8i(_wl(1)WQo~hiFW$znt_&<eTs0&`u+c_05
zLraiTxVh6?4>(5EH*8g?dPX%-2v{kwAC=)b@lwszi;S!7=P5jc8be0dnnLsCMrP2L
znzm;_8kHq)^(API1CeYz%zmBcR8xa0z`UPj_?I|r$0B^h@9$HcNylpjthiY~I@+Zo
z%G?Z)C<3V-B4ss=<6m7p`#jEp4^NUk+rw*Sma*vGIeuN!6XYP)6E|EtF~Q0Y$+~^{
z6WgUTETLpS7Y7}Qf6zW{kWtetN!1z32M2GA?D=Q~<xNs6yemPXAy18_R(VfEB{54}
zbS0qb8L~Dk(#V}_APgzxaylm^TOghy)R|DSdJwUtP`aTM6k0{sqe$F6<C4CSCVv#g
zp)e6vZ6I`r5!;n=9iI(&EoPv(yJwPcX>LQEn&(`w?jgb-q^Vz!t2KjWz@mL|p}du)
zB*64FZ9++W2q|?ijlYA)sezX(fE<>P)Z1>{H3(-2qZbz1tJXlZi<&Xd2J54^$*;AA
zz>V}Ap3Z#xhl#_T_ar7DIrHHUW+hXz1{Rz@vMLOwhB*YlhxD(%uI-3^m6Qq#25(0C
zGj-JbNo8Bf@(@RGIROYReS09c@&&@qpl93j7plM&PrGyTuuwFV5yW0_STZE#;#g?J
z<^zGA#k;55Up1#Zb6+F&LCoY5Xq~efg116nBgO`>_w~Z6zcbUAr$>sbo>IGP413e%
zLVfvTy=>%8vMF|$#j?OjZk#a#RMQn`VftulE20haQW?tw2aOfn4a!o4QZ6&+z)bq1
zOz;W8Oms6;gyeld!-)!7Le{L=$gw71vS-<;{0m3vseWo}d~T|F=a*887L436@j+qT
zm+yZjuu}k&yZog)g}kY!551e!S>?YRPCJ4(?|6!+1!x<%{!C6m5;?4<+10#2vnOXx
zmatF`ZDGW*!{lRoo*WAQ3;~*aLm3?~5oJ_h1H$<NIxDPSqEw40x$x^DKhY08T#%kY
zk*yg+n<Tn2YZR}70$toTuV%Q%Qf(UH7GMYC%yS{zPcmZ<Ei7dO_aVbdv#3^N>viY@
ziJ?}>+ub{%9Mz)=Ot#_wFri#li!v!eydKZQ5gr2xgC1<=_-$M>;ecKC{a=^7H%I;h
z8iX5L5Sm){U9AKkybgK4)Tg&uKd^7;^Q>;oYx9(j{hkS-<;OdcQ6-asaktfw%G<8y
zcd-{=9uRDXa8uTKducSa<grS4npqeMGv9*zrSv#6<bWW%P|*-m)wOKdpwhwTU`3Py
z(wbhuhFX@A6-29_vb@=*C>=P+2ARxiM(UJYhTn1U=}Zb(cHTT-Fc?5U{vgmZJAxuj
z_Max0_n9+9cF{mI{4uensgl1$j>1w*MTkX2?IRV8QeRGGR#2M?Qr+|LMeB(8tI<EG
z)C*8nu50QBra*vBGRrMSz4(fbEDr1-1Aa%-qexaI^HBt$FCvAsS#%px3{PD7)wz-#
zqu&`;o(kKe%7a@b_$Nvy>40nQQ>${$7#((iw|TFsj2~2vwhvr(Xgj{R%Bg@^O+N(?
zg=sLU??6DG2VNJ6vq*<-jQmN1#bl5*>8#vs)V>tA8zpVgj~hJX(&CJ{C*faawiq2K
z^h_+ylA~6a_AwQw4>#u@SfH&(kwk&UfNQ#U6^HY<>!<ODR|G4|%&aPblGSH;H9IiX
zNCd0_^)nQw&i$xUV;;mI4T<b$ZuQ8Z1QBM-Lbsl)BVdp_s*nhZ-Mcq<b?$tcV4i+W
z`R0^^uTMk}wu~8>t!VxLu$Xa&!d1ufO<!n35~p5}F>a79A12qrr=+(8I^>Is7eixA
z2iO?ojs;0tY(e>Bxq7R6samvNSs+S1UT~#x8lo>ElqRC3A<mm~RV_2Os%NDNkD%<l
z9lXgEP$`4EU)J+89Kox_UltU^J^yLbmDOGg!p2*Qe8p275A9Sop)N~h25_C5osYWo
zpH2mL$ucEe>h)lp{y|#znLLGJ`Q^fW7^$PkX=$YIPDy6?es;E-4ms-0jn>)MjbZ83
z&U|o})XHS-akO-<P*Qn$EpWRlY8S7~gs?aHpwNvOK?jVSre4!u`*X5d=;pIa^B_~0
z#A?T*jUIld1-bqZjo9yooQ@$$LmaysR+215Gf~(l3K4+*#||}BUnNhpBz$MeCdr8*
z#2yx^6*V25EGtaIbt=sOH}%g1kvx}1;4_b_p$FfD-rVi38~#~tyPth4Hi-`2VH*+j
z9f5}Fczg1J38b<BT@9@yJ*q{6*$spE%Z~{1QA&D}Ba`gyW0<Z*eot4i6H;~5Uqr|z
z=a-@TvLvT|PXf=vSC7wNZ4{4zxK70?9zOdSmEOS~W|)s^KnWO(b_yCyDtmpBT+m+V
zlR^0*Qal)n(auC?tuI7rQckK%akNOII4dGGsxGG}MOpWAD|N>7jo1>(A(3+g?{Y!W
zI#sO5Fm^=Lt(joykoogbO6}|g$ik91Y)rC00}X_i`!Ll*@wYQ#zH8JWRv{@FGC^>y
z774?W4LJ5E4*H*2v{(bz6W9Ds9dxSsP$vvHPZvnrN3{MDP05G3Yp|W6?94JbT~%n{
z{ms90Jw656On}C@x!M9{-_RB_u*ut05vomB#9oFt59g_QOc)?PA(z;xP6V-RQX!L{
zQ(-uB>QNtc_RAwik{YVtTPR$8`!HF-hp_eMBFR&HeYykPP+bpwFjqgUcH~~0-c6!I
zUEOogI?A<#+gM6g{z=g<A2*AnjDe%TqeQ4%%Vv}m64_79UEGMnw8GLeg@E!yBp&4T
z1_<_aI(m@WqUPwRq8e{V*ymyGr3HdRy`OEbsiy^SDh<2hq6^AQ4Yjh8<e02C4U;s5
z10~)=*Mo=h*@_ay!4*HK3S%^^_yT6#e%@?&O<V}SA2`jokjfOctu%Y!Rn3zG!<BVi
zH`^HYpAFTPLW{}I;u>dN-nW+D8)IUOMvi5)fM8x9BaewH)L*VWZTD4re9`<C^;OOp
z?$G9oQ8ii=@~CO<CsKRAad_i(hp)OI7>h5QK9J<*Q^Xge@~VN{D|E-PMhwP1j4(hj
zj-5b1D5z|bCDTbgQug;f85GcBk;6~4t;hgGaR2OaN(|i853R4{f^l}Qqm*CT6}=OZ
zJUzd9%8g8_o1LyDoIO)oST)U(1yzek7bhixrk|Z=;Kx-Um;Yi_;_$mQEv{qc0|;Rb
z2T2BQ+t!(=3$dvO)s_0M&zw4~(Y;w6+O-ZFkx*4$R(36NkBra9qToJUT@b86Le#9w
zVtt-s`z6^nke+~1IODNg{k)}w_H9h@RDYl?aVRi#j*R{x(xC}{t}8RrHuG!UtNYN&
z#U{a!%0jPUcn#BH>=t2aV2j=;^#;WMcks#^@x-GrvoZI%N6vdCe*NcgJ<^nk#j1T9
z3)9QI_beo<J7xLq2K-3+4DV^LqFgRomDjc;(}My=mCf<vczdQTAM~vZnPqj#?|{Yw
zdVoLK-<*qgx35n~PHQhq`(0P{P-QXM*S+5y9C<k&>PZ^3(Nl%c<utM*_P%PD_oZ&#
zceJ9tQ!&RM@V5Hw({I!0-)g6B=6OI(cQ>mb@%6!NevY!Iq8JJ|n9QTLZYOBy;G|zq
zA_(8DL>YfW(K5EX^*Fj4*Wp2$!H^!@o+58AdA$SD-{3P{ffrquh7ss`?#l3w<4=|@
zJZypMRZA7K#uN{E6x6m6UMk}(+BfR4ra|e>#>7EE<-M2cVJd+SPR%ef7pV~B!@Aso
zdWLt&JP`<kjzh}%N&E^;yOGfhzl`wD4Kr?Hy+pF<CE*d`5CQMVFtz9(*!6uCSg@@F
zbA`WtNO=i`f$N`n@nmI-Z4#DVJwQbW<~8!)iSj#UtP2GYiO1Qco0BUHvQ~BBAv1Ti
z<~LF50z=N(nY~jqh7$BB(0VvP>DB=TNsIK+SrvSJV4c+P#WxRgJYrc73KkyG^ogBC
z0)1w$LiIPC-4R0+SnfKn6tDgUvwK!o>u;WtCQiqW3NWS6r@m<35lq8y*O;sXNBw!U
zj4e(}zv%`e+;I=+6WBpDujSXrL1TTIA}7*2rgN3<CssVF5846pjF_ch<V5oMy;A1Z
zw^tooK7lgZv1cb3m?!XO(U~TIkxNUG*F+9E=s+>ei%jhURzLvO;uGmM^!_^0HC!+8
zLE36yNg0YY!F3!;D#@PDLn(~<Zw?t3c_FzqXvYypCgsEiWBU;bsSeKJ8MdxQ15-t?
zAXl9o)vF?LY0G|nCO*oVXSctHS9E6Wnz*kqX9YlNZ?r>pOmVhe3DcGdXARx+uk2DL
zrq=aB9nCVRQ79+OeC5E5S)xf^N|~z_O&F{o^ry6f=<@sy3I`s5Id7J<5qY`Pp~cAb
zF_B3!mys-<7H1&e*gX0#=@2#SB2$To(h?xmY5_=n+L?}B1vk0b3YJ9~@#&e@Qiu6B
z$S?aMaO^ANT+Vkr&w8f>b)^Z_;zwU)^Tmq7M=AjX?D26Ic3JF>M9u74O(S%Kqb{T?
z0ecHKa<XoRP{a)eU6K-vim1PshOj*j(n?ModQLzg`#hgBCZ$SrgR?NG#=T7==SO6T
zjl^~~$Ig0lPjH*RJeo7fbLN}IVTM0tFUmFXre7;ftppU&qkCe~{8v^|3#|G|2Y^<&
z-6;<|Lps#GMJ)7VLaK7Q?%z!5h-b;hiyJ~IX$ce2kRI)6Gu6>cf+OT)*o6mEH48(O
z4<N&YKwkcc3u4PCoJyld))T^bB5j3bShH5$vpMJ=B)N(lkg9)kZMT%KCLVbq_~2dh
zMMmAWwdD?ZOP@C7(^=(5U=t(<M9U0_GY%<4%;i7Q1zRZC(%Nrg>#Pr&#7RpdL7EW;
zyLz6wsHqmtFJwT$YY`-uC6~115YUe#n@^A!)ScNpZjdoiREtZ->T9K66_B<^?Rt%_
zbNRMkX>eIhFQMi*%*ko<Q+NFnP#^Lv{ZXq&gK3_?swV9K*gY~I6J-64Aj5i&Lrp;s
z3$<`EmEzzk5tNd|xr!|jCTuHBo!<7+@#9=CHAnWbXQCw_yuYzc=)n$@5M`>9scw$P
za9<XAd*_W!K-ijWhMKle`y@lwk(bB}tgyAV?%MJztXR;zYrWPhC+%Soo-C#Esx^OK
z*S_WMieS0{P-&HiJs0o+pE}mnC`@l5JdEEJdGnKH6H3j33dkyp<K<d>y2z_Z^6}z~
z(`PCssar(76F~;f?DP$4`;MJNi(Ya#w8#y<uzYqF(j|-&F*x~>PzQD5hR&+y{2Kkn
zYId^iJNI)swIXAF5km5U{;1+(V4c!Q{^;6jz4iBdnbp7<!M<~vTDaV=<QB{KY&Abf
zoBItyy_HlQK=oa1!@&w(<t)C_VB>G!jFL9BX5!FfJ<BAsW5r}P+<5UO2wkWQhI`pU
zSlodZu{fMw+zXo9N86c^QX`_|-xO2%H#@o6_!cr8X82oLzhX$2Bkfb|`OK?fcX5j+
z&XpFP5lCLXt{>0io7JK8wmBdZZFQJ)W6(d`!3mx}SiF2UShnDJ!Uz*f{Vz>t`~Q|p
zs-uvSR$n?BXLeaHz}_o5(wS<Xa{OqShh<tFk~Bot`BL^p<bv-c2~WZfupr?EEoAMs
z`8%g+`+z97?O{1JGXD9a*|v*i`xq+xlBEC+#UeBiMiy|39X8@OI_tZn8dxKlQ-j>7
z?EBnB%eJ$4k_>-p&WAedMEsZFraVQ<lcbAC?(WLdfaNUWESs68|1lJ9`ymS>+qY)T
zbJp36Ec$@5?3alkj~Ea@kiw!sB~EM$Rav`6H-3Oza^d_zwbqOZida#hEXpsOU16|@
zXiu5+2(}r)_5l2CN^)g`dyXJA!&)n=HUZzfIsD|pC@;5qBZ#WO5rlr9A_4Qf)G(sL
zR{EC!l4=-muY;{x>|-@dOKQn39DHz43F|(TV&17cjuoe2zXNnhTlv0a7#{y(T$>Gb
z4Zw;q&f9uCObIQ6t4>0i;@n2kiOHd9*_eeT3DiZ^Gwg<9toR*dL88q-eEI6N{p{T0
zJ{6l)c^T7y<Oz0)dPRaE(Zgc7y~W!)re!qb+$dCy&gE#VDxg9Ox4BIYJd7*3hxt8%
zrB-KT3EY6lq!B2%!$ts>5xCZ!Yw+oH0N&E<L<ic^=WH!H8EqEbw9&uOB5o_y)0KWX
zdA*nZ1Oz!>S`7Tsq=^0q!k%R)KQSkwP&EGXMd#UL&NoY0WP5tQybW%rmJaW!cK+5f
z&QzX658lI%%b8((@65?r*VZ)@>nIGn_%TKWKyyYR52=b;Y`L=iT1A9QcRpQ`vDfKr
znIqFl=W?x&r+zVW=;m58P{m%I7-OzXdpje028BDp+k+#3*}YvcE{{XzJR!L#7kBs|
zemd^@1G3wfaJ%brY}+;7MB_f}gB=tsX??h24XPqmCn94~1kP@jbU7KMwez=bRcv8o
z1aQA078_=vi#C4}=hH(J>s4WvHRE~lU5)M9Ms3|e?30ZF;^L$c&JwC9UAu(2(bW0S
z3@43W0>-6DwH|OBNAoz1WN#W*oA78^9i3{bo58sY00mimPnA*H$3y%V733qF5r3Ds
zqHe)ALwJp!cPYIt;Zig?1}SGE<Vl}e^?Wc!YJ+`x4sx(pGzuO?{%%^2foVaa*T6x1
zMLpr(|3##HWx5N`N-sDI@e0TG6JKV!x(1uz?6ol{spNx+0#<Zd1p06lQ@g`)zN4C%
z&4;u~P~uPKH;<I)i_iGcmpttwN3dP|_wnrw*`3s~#A{s~sL7Hk+x<Ky+(@ljHcv~h
z-41LChL;_O2N=*RR1>tJf*)Ffrr4FXg@EG&!7F)}>bRl%VL`aFpj^7^a@(uV4gv>9
z$dxJj$8++q%>EC;$0;15(iZt%UO)tbzUyN(L^fT_YKPp?D8iyCY*?j7_t{7f6ntb|
zD!a1Kf#F90;cZ<oA>sbj#7N)cHY**?jMHZqe_Pieb8UenWKB@(26$oE4fAj_FH_CC
zp?6q0&HUcU;>osTs=cFrAuLw&#|GpNa$Z+RrQo6gH$%;V6D*vGVg^Y?cvJ?=3T#Jk
zF=xN0{w_i6I2B;Jk$xn@<tWS@|16whrRO3TL-`*a`t4T>a<bWR$fp9wi>pERr~s|<
zn6vm)M>M1w#kzI@sjt&v{i&b+HOC*S1U%rtDgmW|ZF$^K<5FGRwDrlxtYV+;zOVWm
z1984!cgl{*%qo7U_yB(XH!V%TE0a|Shn0^^C^0`sQwONUqwwY_)FTWecIB$^c4nGf
zRaP6-wWnYe+y=3Alb9w>M>KjJd)r2)4X~!Kd!`g4t0pKLq`Hc9w2~H$fKakcLfZ`i
z*Ep+7%(bx3K};XX)LDp2JjvDP9vvWd+4<cJWysxGlbgE+8C_su<3%AUd4ut)#M%u^
z2l@@L^zAn@V;kY&gIRnNIt1%_ru?~uKW4*#E)Dxv)0=t?;LYQKe7~mikge<zcItn+
z=*kIAF0bv|R#Zlh>KjJMwi|*>t~xI-){<%m@`nX}#8rONuI|&o4S33~sA?;s)ILYb
zfYPUz)-<2tP(~M&+p0g9k&dN{X;#!!RHu|@c-N(%e!qe)RQe*>6Y^fIagt8w6Ypzf
zr)cIDmUR5$`r`UH8XVc*WZ6bQ{TJxu6EXQ6SKil>4kXg+X|z9+f&J%{>>lrMBXW5B
zJ&L+U15V~q{6$|x{K~slxE5a>VP^aeQuOML6<wdrt4cH^lGV#Ke7u5JtiR!X!R8XT
zVpns)#@=V$X|s=-HO8+R<zdO{r_nt}PD>B(Z~Jqrvu=GD0GeBGkwbKE_bm*@qREgM
zZDs0|Tf3f>sCz+!0DAPpNxoAR57~Sz#dHTrC%mVG{+bk$y!$e5dSo7XI`>FKH`q04
z>s~|_*N!67IbS==EJHc18GtMp)=E>948W?mLfED4cWgfb`E!O1YFVGLC5mEpHLaH>
zp?3kmIrjvoWU1q3vjefS&e`KI#*6&2mitT(mq~p$c8?l2k5mxeU#IZkK$Ki4>_yXg
zz$x`QmcDw+vr4*54(eHPGrTZfWQgmux7ISMgn*b}CQC^{P5${Ldc>ubue7rIM-q4Z
zhY@t?2BAmfse6019#=J1(w_sOYy|2AD=DS!??2fZKC&6Dg`;wYF0U(3ddmP^XfCoc
zr#g3?LUqFJ(h}oMK-C@)00&)S*5*E79!8vlJ)Um@#o;v;7qR@<@p69vyikjZRL9C{
z&rPm&N=V{0n5V4FHvC4ORlDDZJO&LlRU7i%j(X=kcC<>%us3L@?}djE9!05U8B6r3
zRn=EMCfqx*KpK~PM`6{`cDBQT+exC3iq|lr%OK6qmR$fp5qY$(!8Gu?Q8Jl7iZBvN
zEt@S}T?v_5QP5v4%uNfd0W=#wFepI6DzTe4e6(t+ht7Zw(xBL+P28n|+|V;3I|-y0
zFO&Pb_QzwuROmuzUc9sQ8rH~Yy82S%ei`FmRI6!2iDKpEk1gr0x>U%|BjI+6aKj))
zW1n)`k`;P8Je)jIb4#nKqP0v2I~ka(@h1A}WYb__1M=-2cwGhp?jH(GxQZ6-kuNm!
zQz7SYqF{39PnqDIynmVSqo=@~#~)x7Qe2MCtnC-6*l%KQm8JLY2B>_`<Wlffx__=s
zF8#3(!M_jm0g?7G-e&|HWH7C6(slj;+4po;5>qyNwf>6u_)u_!9?Jxwd%7dvct1V$
zT!x3ow^e}VP<3<}13I$LMrlV;rV-RCT-=nM=qa#x`_RKJO85)RI=(<Gu4aPr5(By*
zV0wHzKXUQfCXg(BSo~p^COXJWA1eYg(Y9*@fJBukuK5rQGbW=SKW`&<)^{FLB_9^z
zwO}xg9@MP_(!l-Y6#;8$x8kq8u{ha02VgR*_5hJQD%UJtQYiuFeePf{fyEy0q`vz2
zJW{n!ssGqz_2f0kByH-4St`-^yEw6wkGne>uO*4Pf*P%9tb?L{M&CqQPhr5qBlK3;
zZ16kIW~WI++I*saehMQQd5$U|Iap(Wzy>1Js1*XroqVt8|M2z|U{y6+|A2H$H%B_8
z&Y`<Iq`Mnw4oE2=-65eMjg*AaDJ9(?($Y!@(vAGjIqIwT-uK?`KHvX&z6bW~*)wa_
ztXVVbH*03^vv*;wiF;TH>CAyE=SUF%-1R;QPeLjm=~C;uJ4O`MLk7Wfa40>o!p!bm
zx^akQgo*9CxQU|SNs(Ivino(g`VsTxzFgpyjBAD}bG@GGD$$XVx4S<F7VWNRJ^cg=
z+~fL(?6+~{qWC2J+y+OUAmt5Q8TuEBJVOJDL!}jD<Z=4JU#h4u$Udj(1HHUr*hXd|
zGx&LD&;n$}5f6psW1|H(-NIDO75Bywv8bb33*Ps3UnH6%ect0GQx3#hGb*`luvQ#?
z!$)Zo*d+Wg!r^{uM5Y?he<kYaUGVzF`=@ssW}XCNraz=(F?4(>`RXzo(dG`){0*9}
zz)NrXSXJ;Lm<wKGFK92=fuSi#vv^SVwMR$TYv+W~MLK*}pbRF)Lp?h<c5|$URfR8J
zFZXRW$VAT2*?RGOfBnJoZcReCfKiWHueE-WHYSg95Rc3RuVr!(s_jja96?O1ljb2_
zn=r$uA1<E4mBsXjPlkbk%f>MinY5U7-s4?j^ne*`-lK*}2dcD-9njGSs<Uj<)03Ry
z_$K5h=oof-Gfmem)b`IB^&K8Ze+jRm+rRoSLH0Q>yd)ZH@oDb;L*UN0H<*=IQEHc!
z{H5KZA9$8dIMpuGzs#5nM^$O~;0Wr3;N#y>Pb0Tg_$a;O_QaX$Y>kQx;oZu^XWoXD
z8yquzt7JjGA#YX<98W)4q@&X&A?mQ?BxCRw?@G<g;fd{N^s8gRN%y8;e$JP5uWw)=
zfPWdnMg^=ZW%amYbrwMC(_6@dljG<j)8%JcVXNy=z<Ih_96v$z)z{@XyDo)(JWn^~
z{)ksa3JxX+ouAoB!~4}cP8-h5l3=$^$lF2q8y5J?*!9K<-~uX~;5j#F{O8~qGAHZE
zs@w~VQtV&6wM7@PFLmn;W1usrO6z2bJNf#`g{Yf;R%zot@vM@<*A0cc1C)8apB$n=
zJ)&fe-p=osl|GHlLEh4F#dddD{y<glanum&@-6ySjVf~eO4KSc4V`1-d~AP#))~Hc
zzlCM6E&RQrsI4%h=!UN@N@6q|?A*`RktL0%!JjKA%R;4EHzxAu$4&1cJ}!M8;U@OZ
zid@F+b3{&$o)?QpwBA_fV~_)X(Tyr|mq(|pB7ReG31B~|CjNF=olEs*_E67AInh`{
zj)x(7?$mstM|Fh^^n}IEZl$-OR&sj$IRBvnZS_mUCmf+<qkQDfpXVJZvbvv%<oh3{
zZkDbnl@QD3auw-tvkVs<zRVsAB~xWGX!ZlKY%IvXpU<gdWUdlUN^;j!in4kW06t2_
zQdM?OLunKob#<}G4bc9sk*MoZG+WVmuJyPB-xp9&yLf?|IMPV5Zqg+1r3&yWU}?AF
zMsV(XKoIbQ`M*A-_Uk7q0{onuzaCN(`27+jEgx5FjtAzp)*LF<R`%wSF5Un`PDnN{
z7ZAWF05nGD&~O2pgRKFa5Gr?TXD|TvTNX&NwTFwRyQQ^<urS91cNa@dYp@~518G?R
zhnBTB7*bBg8!V>@D++`?0Ef;Y>jEhbgjTMBE-H%7AqBaHaP$ChL2J~2B)Ge{{wV=F
zCsYP@PGcxJq-oHH?LbgkXarL4|Ap|NAM*YXp8JQO{~$c<8%+PD@Z5iVuj&6ncy8_=
ziiK&Oo9ACO4}0nFe=9ui|E=b^|I|Fs-)Np2`mE)DDLl{rvF3UH)I87MXdd=6vHw>1
z{}atixj4GGYr2|ST0^Y=hh~4<FfZ)0Vn1z|_Xh_2gBidceEl!m11<i;gdu1F0U!Vj
zfjj^lO7>PB07LX29S^f~4Rn~zKu%B{XrROT5pw!*Wek9Th$jS9c>h2MsIq@?|B(v>
zaLC%bdqBvbJOCWZ=8!lHlmNeh<(~!!gtIx=+|kAMmvBFEPt6nTXzy(80r=6U5ZDBp
zTR|uRd_P9xZ-&1+4bn<`u%k7T5r~f$a_|{(a&l@x19NC#0Sz3Xfi*M$Km!SAzy=Mt
zpaDBHFakqEDQMsV4ZNTMtcW`_2IFP>R~n2BjLrs{2D^kYfYHH9{3eEFz(`!7#IRzp
zm?!iSCL636jL!Zq5@%@40~*|i1~3M&OH1gb9W;Qkf(0-xzw7ud#&4#uVleiw%KvSZ
zFfP9v4PyXP1gvscF03p}KC6Ee4Mq%W7Ayl+3`Pgb_|5q@zuzkP-CkJkZ{pvQ{x0@g
zC9n?mfr?=S<mQB)VN|gCVUobw{hP->Dfm|*SmR)9V6oq=c7n1L{HvKjXbe^jZ0v9`
zqjN}GLk7Gd43eOx0G*zH&gMTyu_|QF{$UY+7!t$<_+?2yrrN*Y0G&fpg+tZF-O1b$
zokQ(`3V;ipLrVz&cK5Uv75zC;bNzl29_lUF+C#o)=))udnZ&Ij5~;acS-aai+cGIw
zL0kZPun#0n)6><}(b@^>WN`i=2Jknde-T4d;vXx8xf(yc0}UV_I;^Y)hXxlA9o8C+
z-{uK(M1GNS@uPG7cuZdd$b}As!5^d)2%QUN_8b~O5IXQ@l#2(Q3#K+mDi1mk7X8f@
z^c&p%McRL>G;|IZ*MDpX2-;acrGt42f9M`UYh&){@mtj(s0{y}_#e6j^c$A`MLx9$
z|0KkJ&^(0ppM?13Y5sD|{*d?=F{F?Gsl#CI)vsQF{D>O#vll>o=pY!Na%g~f(P2VE
zx)H>K4r?nk%8d@w5i|-yhiUzf&V@N@zu5k-I`?;v!knmIy#ALW{>}J<xnsZB{{M;y
zoiTs$`d^CpH(G=_UBB4=e~Jimh<@?<UyArQT7<b)zu5kNipcwGX<^8rY3*w6ZVtA0
zafTqJgsPUBsthfV6Y>WMrJ#7~Wp8OMrJ}Ed&I5B+jDLb2%yIf94lgG<jO8EW66Qwz
z%KslmGX!3K0od=s2y?xDG5BA#_is@P){38OWj&oOp)H4bW<W?|U7XDAoeeqBxuB~-
zb7xy?XdL~I1ClPq2}y+gK`*#|P_Xkt$k@3-kR(+A*YBC(kI^b=?qLmGop4CXt1202
zu}Zkxn>(s#!IoQ)S<BMh-WBZP4gkX3{~v$_C5P0ZAg$#hry#9j?h4@eHHkok)dleI
z@S=0*8iEXgeEi0c@8%kUU_%=s1s4xA4FVPrFo&F>2bB1~IeyX`L*6EA$ivSKIrAFw
z^75fW4?Z9ecEGN=AX?%E8A8(_Wgzh%bkI8ZA@#y&A@xFNjnR32(ETj;7Y_k$2!CEK
zLtZE^K2Ad($jbefjDN}ugw_E$p!v`<l>aZfUuS4rVfnw>3ZaF{0OJYe%L!RsbMf&T
zazT6sm}Vd)ASnV|KdOah^YU=QvW=l#t01lE;{mpIQgF6$0l?;X4amf80fz1)Kr*47
z106WP-$Rz~msvq323dPYu(dmftRrMgLE75V#mbsP8S=YlupI!%3lbHDxCqwfPUzk*
zjT2Rzy8yVMXQD`aZ#sHZ=%Q7c`t!7>P7$tSXgQwVbt7thyrQzID6^_?#084^Tw8Rs
zBfy?vCw92qW`}=-CsjD_JDL@eKZr+OBCU6Q8j<teL31+eljG%g1v*89VT!hS*4k_i
z%7}HcHsmJy9p-uOT$}9yu1TXfd#12}Q4NojjN1vn>et(t33m>~QDi-^=-_>Fl3E^8
zlVFMWmIhm`Q_&N;afGsqJfWa?P#NT?T~2~j{kl&4&fLSC#Cak8J4HhUg0mn=OFp=R
zV(iK4I5|LkqrRL~iPR010XomevjxpXtJ;mNr~79wnVt8sKWV9@$~U*#tJEqc&tD@%
zQpD##w>*Ao<d;wN#~k}_EQjrvEwIURXt`)R+e4KMfc1gKpY|i;49S2vV84wAQUGdk
zkgCj`!O(v6Fy#6HZhv(!v}Za0=-EHkO#h*0x%vK~XStlaI5A}&WlHkB`TE`+9o1lh
zUMe_m7s)XaU09lkz_xGqN`aA5(EsV^^%CdSXK!Dz4WFrDTjNf?a=~E%ohG(3GI=%d
zi)sfU$}ew36&xDkWO#bx-(Cx&+mkRk`BPPX@W(0_wy#&#qgfmvDUQ3493WjYRy0wM
zyOrH_R#M)w-!-!)4MrD+TSCN%8IKN3<np<T>+-0%KRQN2+j+^iKJC6BfZ;Jm-{g~h
z8p{VkoTnDD+9Na%yB!4{n%4kp9qT%pB}DNu-K9_nK!PTRwOHQ<!~GT&!u`sVbsH;;
z;wyP=FR$ROnO{yMTp}fI`TG59Pr_WxpMd*UPb%waXsRmxz(B}%56vCzE&m1zVJq=J
z`}T*o3hf&hY(f_4(8aElow+*z1cWViVR0@lJ`P=bE3lo1ArzV*9>br15VHqBj~{72
zVo<R8lje8)kMa--2!O#32(SR42kaX1!E!!GEzs*9)X-E2ECC=e1xtnGLSgVPs=rD>
zN^k-oAP5PeX}@cQ%r7twP%aSQ`YZlB27y5sJ@gE%2S)h=;vwnKRzb@_<$>ft;OrN2
zX+c&lPzC-T+c3xfpF2q5ftsYI1gnCUl!O<=NaV~Rs~AnN6`P9HKTlX(u*KG&2KV=!
z!q5G?PXwTD{NMip`JntDa4i67>(2v9`78eC`40{deenUI4*!ooZUGR0AL5Ad3h+bl
z7CLM=0o;(ECkw!qHvBwX=sf(;G+s^t01r1mfSV685pn!N3W%W263!m>e_j8jJc!~T
zv-__dTE0J)jsF1^c>fU<M4+e;`Y2nHZ$JM2AQC3qR#L9a_$fk_G71?DMil7y^l`y6
zY|5<m(a*HGMVH_wB1H|aFY_H&qP=Q+Y6zN~&hX@i!I32nLbdPTh{=z*o-~%Kxrheb
zT4~tjoGd>Icy&2RWjfb|Ul-~;i^3vmT%4ZXqq4KjqBz)QS}sCybZNIcHsC<^vi<Hk
z4L=Z>5dm4&ody8U<8J_RINk1u47@|zV@Dc_&o6Y>75TJ0!?!B}-7aV%20enl_5QX`
zVh7D6kj%vD&13{IA+8BgLhBu}@&&u){<=GgAQk|-UF$LvyvVcVGX7)R9+m~A+?v5b
z`NNmq%ExEkK7(I19-LtG<b{>|4O0BEp!^Fd^yCb*HDv#-xAb%H{f2*Nm;3|#|NUs>
z0s?;z$NvZsKTH}HLVb>3h6X!BhY&RF_xT4k^crfyFhhqLKEz0W!3AWX{sUORXkob!
zC;BHy{45CtmOmik2j$Q3-vGo<gNI24g$C#W0|LnTe}su2?SR6~kK;eW2HzjO^&bX5
z-#<D#KL<Z_N_=v^1Q|B?B_M-8N*RR;I{4R5>9-1`P|z=>-^neP2vID>ThCgZ&3?Sb
z%6ORu<Y_2BOO?o4sUpaYeVN)K5;^Lxq74p@*9xE_q{D7+Ibt@>y+ThlJ+A2AL99;)
z)@ZQ<WM8fFkE)Bm_+AU1A^dV7P<qduIYo;gUxGeGBaDmIo!G^qX69|!n8tKrU+8mO
zKg!1BPW*8iL0Kh!Y4-O)xS4)ld;PPy)oZPBFDcpGvc_@W-K!#Uu{dsc5ArowA7^><
z@tL-`lbI91slB7UE9eyao;&F)KkUsEL~EJcHel+-C$i+&fUsvp@6!+hvUR5wSt9A5
zz!S2B&Hbwhz_wfd8H=@*G?ZmE{uPTQT^#=vjiG}PGX8%X1hkv}ok4K^F=z5{{W1su
z2!e_b7a1D<?H>q&`9OXy0Q3wQw2=LzU&lYv!}5P|fFd;P1rhv^k23N>ZpZMzwy>Zj
zKrmE>AT&Q8KmeiwKIkG1ofozj!V7u%1P^4aaSI5*(ENu%Kq+`(cSZiH5z3zviufP^
zFXWa36#01}Tj@|4U}=zAf&4#A6?zung>ZnR@$&Mb^9n%cUJzu(39SVL*?H%M?6~j<
z{Fq^Re#}UJwBxTjf2I9-hRE^fA9S_x$J7F8IVAh{LIOG!|2d;TbAR?f%+2|03W5US
zUl;#8KS|r$*jPjESwe178bbPw!_(Owva`-<{Kr)F$Hv)zuvSj~KONYF4(wn6X4p4j
zBo{!_J$=cBhUjp%!8&5``(eTI4{-dh2tQDIoo77RC!Qlx@pEc5v^$7+=F=fre)KrR
z#~>emu47r4nRQO6`fGANsV6|jV{+vNO?({AYpt0o*Bd=cZJ@kIS!76pJYo(<oX%3w
z;5F*`_iu`hNSTY7go4jVx*||nFz(`xGNyEs$kO<{q8p7MP4q0WdaMvZny0R@Uc^bO
zk)yvK^8A%*oS3GjeUl}L!$*=14j&|+_uT16`|}#lB}?;|4v|(oY!v_1*kBu)|7>hJ
zs`@%g8b3W#sD=HFU-~aL2HP3^pIxB;?3eyIYJN;Nf2RCR{O3sfVG)0m51WFZe$fv<
z^=~O)G|(vwvIK`s8o$m^4-y)O9=|3v=$W4%VmCk1A(jvItU!<yD2JaV{_~^(RozdO
z|NCJG;{9V3;wN0+R^FbTF<#%^-kJvnqxT>q1A`D6$>iXv;NZZ_XmNkjv(UEwX-3dR
z-tSEom<y|F?qvOUdohxb`|^ftyu921HV_bka}fK5+_vZBF@~<?Z9O31!o$mt&LII^
zKZ0R7ki7zPS9xoDTf1M^KUSAu7zcEYAL|<lXIn?e!vzpe9I~gN1Ho8G6uQS?4F>SR
z2GoyRju5R_L;4Gb62HxtUJ`O!!THyd2!a3`2o-<{`Va!NWzaIv=9=<yGo!<b{*NjK
zf_Qi#>)XG!Aqra1{0U@E;f%B&k1T>-_%VP)UJQkB28rXL2Fa(>0wfzc5F-)c8>La<
z5ed;)!ULb~Mb!r~QuW~?gjuGQRZ%fvu(DS)q3^6VlA9Z+Y6Cz^uhU=Pf^U~x+Lrh-
z1)G|hnzxNlKE0lnAh}l{6&oQnP(vU6!RdSacWgE_8oIbPpN=7)Z$?LU_dbl?qw^O#
zO10*rJ@v?zuydX)Bh@SlI39U%gWCGx4w>KRQ)I)pv_T06+%Lb3q}SWom);Ul-Fw`@
zc2uOIlDTxnB>Bnkvx;$3JFg^vXaZUVt!GCkDFzMWYwQjmcFC|M^s7XaBwg>jKIcsC
zw8__G6MQwwL#j`tDkqctQ6AM7;7iVrV+)h-iieMppHnQ<;_pfgZ&I#H2Ai8a$}`R9
zk(Yj!vmwe&gbhCz5G&GeqZLsHPf?efKX&E|CZ3CbIg@!!R4)Fy0pE3+#Y$4Z4vsAL
zbN<yq#JUAHY3AxTiC1=rO@wUivHjcYclyJVMsvT6i|%Dw2|;e&rX%-`ub*{hKMRmp
zT#gGLx7;LnB43YUzn?0*c|l+hLG{JK=jF>6EvU4px$|b2!ljaOZmf|VleRgPZ^@VX
zv7QzQXT&h#NO6dj%2bc7*@^9ih9@O(3h1W@N4?ySd$s?e_W}MKh8)Hv)+Hi&s7L>o
zq%R35ggNG%**3>03j_3Xx(qCE76{_Z)F~Y)7n}8)PGE}ggKvHQ9ZUph>8^f<QdV*z
z<A@}?(XL-~&&Af+`E^`f4y2OqB$6&40z!E&MJ`!SS0#nf)#xs)M19f?BdokF)%XkZ
zXW_odt!!nlk$h5$StmKWe~TWVFr@lYH65N-{TR^~{RTV3tdPaI{n6U9a~CVz7m`^3
zQ`ff7rmJEJg`H(C(nn)An}o;Ij$M!UN&N3*g?@Yga6kB*%b$R{cPRnhO8AA+h<kN|
z?;hW^IDgLp*0o5dgL&(@N}iw_|3UBjfFzmzDLc%uE=7`?u1)*rv!Y<k$C$m$$4EqP
z;4@YpxS^`GKWcX)en%}9T)&p)3ToNl|Bet49ngN;lZN_KicS=dM!+?sU(%iYg2yL`
zB6yAe0_7so!%e^_W~V#FgJ;2?WQxogpTe)9?a<^qNj4%sF<M3_Tc_6w;R@EuOS|N~
z)WqxW8@BV!bpcu8k+qS-k%iJ8hn0Qs{Kp6cPm3vJ#R%gB0>2H5y9te>IU>&ZxalrX
z$HVn0cX+spn4l-L5R1iS+gb)-Q6n-v4jJuyuJV4gXCd>L=1xBozcU?3USw99ie`A7
zuCY(yWl*&%b_FY6^6L#7*XRc81snE}*3rj3k2{Q)*}D?gPy7=`SMvR1s0Y+mh>z5c
zOpi=4o`s%;aLBass~NG?McgL)D&4#qpCBpGnPb{b5l!9+6kL+_8`~+K#L51w<DRlW
zbqvS+S!5k&9Y=gra|~P&1@|gx*PBg0E<>T>jn-GW%az1U3Th<1HkrBvi~?%i(C{@k
zJM66&zUg*fOvCbC2H@8opqM)c1Tu0E#-6jg>u~2W#K@Dj9Gw~Ai1xIGi>|1eM=phl
zZk)`7&i6$x*yTK3+P?{PAXv?ku5>%`7MPP_kw`aA;)A1%f6ozYL=qppA8&-`W<~cv
zo%xIpjFYbPJ!UR2emYNXAN+*D7mjdEXncATX*tS&Md$77&Gv6ev)6)2p&55qOrOrC
ztQZZUd4V}9HmHb4lj6rMz%kSLqm8=e$Gv?IjR*r&Nuq7xQSQsVR)6eHZ@{2+M7{hX
zq6=R=L=0<USG6JnN1_p-V8AND-Y=;6ESQ3%U0WiWoXHk(tQ#=_H@@qDsSk~c$&Ppb
z`~=YbJutodpa5x@V2GpuTk_g3@~xf5A=0s)J3|xC1@1QTp_$5|s`skbG5uUb-I{i!
z&=>*%+{gt*JZ@NmWoLpFUsasHa!=y0?iz6pWry=IB}HY2Lcj`~L2p1vPj1wD*m`zg
zQ*&U*W6Z^n3MpH&)TJ)+iVXvGHw(Ji6pBu^z>6$N%OnnlV7+)7dKZcOF^S_Ax||XX
zOjn9t>URHc;-J2nbsA?`3*L5fT5*Xxc5KKO9@)Hho#*fdGPe&0u1?r?H0NFyG!)y$
zckV5sTNocTuglOjuDnbj!?e13Y!W}e0iLOL)akb1CB^d1ydQ}$dN&50rAuo2gLe)4
zh+NmS$$V^9c#&k+2URRjH^THVqeaGwk8ho~r$l%*eU3(b9ZIqc<kZTFH;P*fgA7P@
z*5pvar-+2@m3cmVqo$}(Uvnxm>E6!JTSPp0fa?5!b+H=xwVP3qPEYv#7qt~t&YZ%|
zX%b>g!ggWr4B_Wq@rh5t)i$uUm=SxO^p;5)r96IgmoCHXft!oBtMvjtm9iY}7n&5!
zqF%Z9k_w8i7@-bLgzpb>>{l{YnS?o=Bj2*y;rgi<Q4plfJp3>V=Cx~WdY$9B7)FG&
zs6`A?#Zk)^Y!n<(DbM}(rf0b|c&%c7w4w54XO~lO=`{G=_S#47CfnD?;Ke2$2mhVt
z+atPC+?6Fkw(YHSzyjw*T<;TPxYd0(mX_GE(vr9}?R~|Rk&qD<o;K1I#W@W=x!9e~
zJ6+WuhfD5!@Sg4-pRvwmsMMWL6OL_3*={<RT6xgYNnG(laHefA?qjTR-F$vY*6T_z
z>&z=X&A>(Lx&l^N%`XEnaSzLSnkMJ=-%=)YgQZu@#c|y{A<xg2V0XQ|9CMVVu5mV?
z-b8LA!+g|TbVt^v*E4wgBlBZ>p;j?=>Et&}drPQHfQ8fe*M^0KhVLT|U8G+ps|w0v
zRoHGH=-vNR%SwOO9(S3bXC^!IY+L6|L1;)91_2>D95or%n@oerdfawubali^m+>(b
zS3DOA%}hbvag}!r1%y2gs|9f;_QOVQ$~n4ZAYDP{N{l=7e6*z%f~)Q|YomGm)hxCr
zv6f$M2RBGdcDi~)!{c9QmFrZzR_gLPKYu-<F?|I#Qkq`X4=xp;R+x^6x6}<{VtfQH
zWSr{Zrw$TJynAv?q<~y%#imDzr@LLDvcYrtU^Aelgx)9aQ+E_={i|@&Z{*FFElb*8
zbg@Po;)3D3Gz9#w3p{s@b&c<6D7CukHNi#6t-Y4o&f!modr2D9mTL8oI^DtF4NIIi
z!VB(FiRYDC<@To1^uuMjl4`>aTwL(ZM=Z40QXi+vGv<;UA#b2$S@FE;BVUj8#9-M0
zhD;_cw0$C`uF6F=<H0yXDg@XqS8$pL*`$R{$7N`>s=*tY@1AcnJnheE3gRJ1uo^qx
z9+|PcuRa;e&WEaSgHJmSKr&wNIq(Xt1%FRGsp<ZJaRWy-r74eKts125K~v^meeO6G
z+b_zUwNoXujZG!iw~;@YfSR^MFo?akcG&Q>@QFluD8{!sfvEd;n%r1~%M&(O){pK%
z-b{yz7hmWKZ>I||g)g}~p(-B^pbV#@K@?~$l}yL6$0(RQMo$~Q$oP;01jHY;w^EVh
zhkE2zCnP2C6NI$jPB6)90-Qo>kdpc?$5Ss7bi@S_w<wzP+$svgqs+fn6rPmLh<r(<
z@e<_m6l_e*+<W(qL0czQAtgBcRnv)z=Z=1o!=5Oo_GiKZMZ<#P#8h8R^&L3IFChwo
z=F1p>-gV9@GtAOHospo`1XRXCL++6}AwGke4cuPZp}W|@Te!+~?hXA`Y-Bl%3hqR+
z4-)*<<}`HW=bfu-?FIvP`iSiq3#1bG50NMW=mTU}`|Qy@`d9%@L15GgE_vH~k?Y(P
zMa$<e{p0ShgS1df5GDxZ4FQx-!9+>YqQOS@0&+iex*JpmO81!pbo+`p%hm4HC#dC|
zqFo?{dF7SVl-W_gevdwxVn%1|b}>PiQC%GBKX$As`ap|-6N|tza8Tk#ohxmUV2jjo
zWkF@5I+$(UrFlxvbtjN&U5X%F+Ki66Geb<8rC>Z^8^9JwC%H@aK{ZcSJ_FzsN)V2y
zh1`gsKraVq#o40UhF1vYCQDL|<Lh{6(D$}*vwazkk!i&xSb~C1u3xCkKf9%S;H>YP
z{snt7JX3r^eL8{!cRSql-GzMd5^;UhX{5vE#l|`__rMeigc+oJ93fip_5=mY3A~bc
z{r8e4xkc=P!zsk&tPn*q#_G%b;YDa^om3x0V<RAF*%R&hVSND1=Q&5>u{B+A@xRhP
z4hqkat=?=UhlabXxsZ@e2^v2Zc#y9To**b5zc1(@`~mRro?2U02JwAL9^%(`?yvI(
zPB_86nuk-YzenXL%s-|kOgWFQV%&`Io@(0S!Z<kg%56<zfuD#^G??6Wxu@B6O>sdl
zj@;#aEZ4$jZ!G*m@k-B~2AsgWyAOwTGgIxI7rYVq_S$2y8n~j!X&bnR`AQqK9^T6>
zH194ew(8!4Pu|LDDHM~Z#z2FYmJ&a@mw*-y5JP6}AK~6C_*@|9hfp&#yI4!(`Ki@q
z{2G2biEpKc4<5@UPcy+=d@Ms;)}>SGQwWM4pfZpfNrSZjI`XAAGw<A4>T}0f4^3bJ
zs07s@Oz6wgkdNrgBMz(KxG|FJnfs3AZ<6}pV>?KP%gYbyTq`O!rp|BnrovGX$|K7&
zy9-L#%$HTwB4wO@?>$}%P?qNtm!krZtMdXZG@BM?jy1jBAc@Tph~QEzx5wwe;b?^q
zJ|K|G`5H_%<HNC@X0QMBdYzCdI{g}dg;z<l2GBsAv1RNREOs%9*mhEnTl{2A4EI{z
zX~j)*Uv2Dg;L~#W_p7Jhi0b;r+&Sl-=FU`BRa{*^ekv6Arh;{)b4{hA+3qc0!-5z$
z|MV#Pki2ojTlf)fC09qV#=e2~C$n1>iE{X?Mn1ijHZHxa?WyQb)qFE|!f=(en>)>p
zZoa-+f%97qnIIBYVol&xnwnsG(-2*Nz)Xkq%CVnu);goC&t{fs$6BAr+Jpg^w9D2%
zX%JHp<(0@5N2BJEHAN`tkz^o?mWuY=`ry7ZKdGoQfQrf`Gc0VWpob#{quxx!jzZEK
z5H}x|zp{qXbM-!~UcUeB!Nkmd1NUXvwlRs=gFEGJRdq<gO=C}=)!3)RZ=YV__I%Vn
zyRw_Lp1R@T>Dx8ZSgCk(QlE-NdTm<O1g2^}^f1*PjdP(Atq}a~?xoTap_4Sr)3w%?
zH*hO@eMeMRz?=FzBb!6%ncK|)PKu?y&~$*S%J4psaN>y+%Xh}(J5d*mJB(eO%2)Ta
zu?sFmvbKqXu5wM;*>bW~!)eM)rHd?Yyp^wZ9s0^CT3GqgPTWe0gHG&SOERx0BE_@i
zLr&ay^JvRP@7mJt;(r@$I=>mCU$!-VLwuo6EOuJOj$a98R({l2nLqgWs|v-tiQepO
zOTo-7OF^v17PmVtJ?(m!-}ZDtPC%ZQ+np&Oz*P4%$BT_PzE1_E&4p71Y^8RKDw8(j
z?%OfmD&9TI=QaCgp1N)Qw;P96zKy2d`|R9}?*1ng{c|xLDmOJxQdUZWA9~?X8f*AY
zHSg_s>-KNn9=;hrHm5%}mQsSu#u~mpOpkS$q5snloS6KGEx1LSeA8l(KL%!v3@pCS
zLGdj=3UxphOhLLKJvhZ^{C2pD;$$rZ44kz<#GgToG}-3OnTPX5^NunBYVPnq?tiS?
zmf#}xDeGN<cr}kOZZ{E|vtG<XN;OK+cd}&^m1rW(z@kIFuG^E~hbd;8*v@((WBcCI
zZe44HId{J$(b<*fYet<7*N|eS<YX6-HA`8V&h@!bQra5|I8AO%PzFTac5k`kZakHB
zH{<(=;C<Jjcx5$cWeqLj>481SN^DaD>|<9PgvPr};@l@pEAmwj^VP`ROb-S&gO?Sr
z%-=E@7w&}^k^uo*=jvwNf`B?yDtUTh4|j|lv*0K3k{=Uz5J=?(!1@~o91jtiLbTqc
zL^TTGTgqp;A~*&<<bIrmWR;_mMEDAc_?xWZ5HLAid(PtBT{rY1cZ##plM<}G=kB?6
zH<B6dxmeoCy2)o>gC4pi>nSPvr4dErQD7sjY2w`GI!tt=3?5dX^}62Y`V9DfH>2&g
z;AY|=-7^E{n&GZ;v2JTXn9WzoCMM}3UCyelP1IvUeoSl7<|$u#2aBT)0T7-=jMwmf
znS0@^l|@Q`9Z_qR@|)+uHWp8&QmJT>#zuQy5Xyc`YGI=2R!y7CO*l>ACmL*I_;#9t
z!l+HD6w^_3V2ZOh-{L%hk~SxHA$lMs8K(a3<vGPta2$;YS)&||_+uHzj{I7t&jV;3
zzD9A!ISn2g@?U9BC_@W#F6@xz&{1a`W=@%6*8O)cK#GQq8gVRk6*bJePBRXyJG1!>
zx^KJK6@6O$()L6IFE8_|J}r#rpX}soXO-}^`=Klo0mFyx2ou>sv<WX)>PpxGjET_I
zgQFC_etNa|HgVvE!3L|A-qgoxl+tj8Q*;631pkF9Tb%BLCw(8=Hw6gB7ecV>gn8a)
zMl7LE*B?426FWSFS9L0p*cJ0VW->&6X8H`+juYOqD`j+e#NbD2ukfUz<g`kTU%7#8
zL6y@W72p{DN!*)a!ea?=h_$>+?=8@F<>l?(=>AScVZ|(VOhl*INI==`ZnS_aR}Y7i
zqLyDsfKdn|F893)9v4D`AgZc^5aSTCru0wb%Se9hR_<E{NlTmylTn{@`=<316YBs)
z<EV{^b-9w_*Xn(7o&K9K{>|@AMYn{76$;cY(TgLr-%Sf62g_5Jj1d)(#BvuoQO36%
z4%w)mFg*bbGUSmx$q<fxnc$dkKgVL>ee}aVgD!)?W*Z4c(uD%x!;m$>QNYr9S$|xA
z*4uZD6GmM%Wrh?UBA)N8*LmF{SG)$v4%F?d4=b+l-8F>m&p)j0k~jyeVuULBZgNgA
z3+Bxe)bIjuHPcBAv<u*ud67PuWYhTOoXuV88TvkNsH2+76Fm;UH}%1ax$aZ9jA{{9
zgem5ib(v}cTQ_x=*LYZ8<X1x)8SB{X4Y*xLBAuw&{alxn9(}r)P<piJW6UNH<l{g5
zTGNX$DVq*2lJAl5rQj2mgT7f0Z=x*7%rcd%qY96}0l#-_S5)Yp-fsX*GnL>?>b3f=
zO|_H2gsaMEM%y8G?0D=e$QV*W0aqL2#;5gevJ5l#N!SCB6qC6A(F3rxYv=wN4|;mP
z28|V9T&le^2TgjP<aEuw1^ty?z9_P*!k`jAbEN}{Y?*6{`9soBoYL6PP961RUwC4o
zXG+6&RAU0xqdR4;DQ~`EzT-XaBM_{2&#^}POw{gDWUpYWt-M!u-|cB+Qqt4_%hE$Z
znIMC9c0{JgCcAL)KohL<VOM&y0$QA!ggfbpo5t)s#d>J!!2m3DF=54{{NgvUaWzjr
zhetCVB*hVvIq`Oy6mQ+vN%9%BA2u7L!AJ0#lg(a4j4v#+;7mYcXQ3n|xSgM85}7<3
zuYa3n-+G01^Zrify@SBxy6Xy4GMh54IKELHRlX(XW|1Ayd5QV7PaKcGwDd@YO;<<Y
z#H2dX=R~xrWJ%%Swqd@)ezSqKNvKZ{f8OfVw#0hX3ShIU%myJP6CEz>sq0`e#QNc6
z!dooAF|+u<*Psel!(6_0$BJGf@#&SF>`oRsFmwp=nhUklXGWYxynBjwh5Ax3xL8cY
z8*0*YYig&n-p(=E+%vS?qXGpND<~KwuLOz~6HT+1l|=GOj%&1gfBV#`7<l{w7x^8W
z8z#ncrh|zMjnydOtMl32_(iv~XWphC;{$}<R_2J8ylvdgdgI_XCJnv`UT+LTz5~48
zRAxyXP@jLf5j<L+Ifu_=ZE?u@2`w3~i^u*wsjzcw=hCj+^CX8MR7QTWGCuv7)IgK$
zZ>Z-N;_poR_(D}=>rqn0v~%BADym1x%!wGtzZxBv^aU8|%OKsSaSCj!t52?Xv>sT|
zyQ@MFV2t=|Qp?`JX_d8n+A!_B;q8cFvcT!qNOz(2=~SWT>6QOz#_`hut|l%L6&sVz
zeG}#JybeTcvnCPe&err;S(I;|)Uu?gfJ%eG>gb%x&&tiC1WoBnGc>B^n0TaLI7V3z
zXy+ly`hWNIrEe<9Xhu4-KYZDK)d45N>DEPPuRZpZdM@Rz9%i(bO=kR5;kwQhsp88w
zsv7=<V`ydQsEE$pCp`MER9UJ?RtqNL9FW5aBJqaR`56V@3Y_mR5DI1Mn+SJ0gSczT
zvOs>ptpdl350&DFT751TGw_yPUK`^rtvzv6x!x11pUq}aN>gjT`s6ny;xg)(F1pdb
z7qlcimVSPw%W22a2PZRwb2uE5Z{T8B>y~=pwx-ncD7F*TIb>^E*!B*YoNVGV#MYo^
z33s30p!UuS#C=hYAW>;~PYFOtz+{=zQHl4aYRaMYeHXfL-2~XI{c08|N{e<<5*n%f
z&XzU#9a5SDgTf$MntW`o$piyN?z$D{tP-wzgd)GBOW~RL#*m3G&a9<#2RTW>E&N10
zTIZ2gOERk|vobczmqCtX!$GEm!GVw9_=9#JQ8ZHf@Uano*+m@?SAg0fY!%2}WJua;
zYnwJH_W=%=6K})k5C*hd+XUtlv4K9H=YG}cDR9Cn&TMskTRU^N&Rs{Dw|+?}>vGD_
zg@@61g?ZG&kHhrL--4X;q-)nBXn%8#8qWldREVovz>K=<S{W=k<MI)O0=q3X3OzXV
z%bh3BNNM}Ac914f^+Mf9Q|yzKm?+`z)>0#n<isSpSXNDU9<F?{p53Y9vu%BTQg~2s
zpqX7Z=$_H+D`1S18*VPv$A#S>)juKRsIM<KMAR%W=v?<aP^RX-AntGrA%RM@jK}hE
zj!FIgIifXnf<wAuxNT<Mkgg6BIiU$WgBys!&2n95;eDn#-WkJ`7w(xP(KRQob~eLN
z)@{%Ij@K_X(3?MK#Nv5}sMLH!M|<D-g2(;rIh>xf@;=v#@EwWyrYNUC-73jAT$Jml
z6kcfDL7O2<{8Y^wd!H%EE0)GKUZM2$?pDS(optEk=V-dU7TRr4*RTJ+4~plDEp<%_
zc$cmR6mVOKcM+Qbr#m=l2MVC{wK#qtj8{}@%|SvrAQ&<?O$)T?WWc|#Eqag9jBo1>
zi3~wg1Q(VnS_46p1o1N;_QH<FiS3W$IPolPqh?igDgs7IT(eFUC^)Iyy=J3ko=HwE
zf@vA-DrsM43SURBcYoJDbhuTxkSfyFV2(J_5Wc613JQ{Yc+X2BkNEJz8?rp&GBD)5
z6No)qU5tefq@RvWTK8aHI#LgZol27tgvq~ACs@{a-rYD|BAe&PGNw6%<oe=snX8K1
z@S}3q19ryN&+Ze`jRx|2dwPlrcT^pB#4QX~xfD=5lr3Yba8kT@^bj6~mfGY=hi1gG
zKUkr#(pD@f?mAUv+F;-HBF4-Ra%&IC=nD)6Wz4$>J^5yeZ=2QhErT+<HZ9KAY`ybK
zR^!@f+J)O^0g+PQ<J<2XliPT=7iPxu#@_tz@Y{}?cU_FWmz{2;rxsB!HsZr^60T=z
zdf$C9hA`|u6XJ7D3#`1OFWdMArK4rU&S9BfQUVyoHcoM1u#UXAG|tq1L(r)$&P81b
zw=r(1s(B#)CVYGF^+<iJ7W)II7z1SR343+wt5gSojzdR81pX^mmyB{SOTDdBo|CuB
zpy=LSz+$iI!rPUV5H`1xjY-OLq3hFUA4Vuq2sYu-!MU8<5)Yz~Gh+LQH&w0aHqEUh
z&-Usbh!Zp+Iu-_w$VbK+!27)*yj%U?Dk&+KKA(Raz1hyqgLLiL;PI+pU)rE2iTxuK
zzr5hY%C)Fk*IH&to{GAvD(vWWPhMOu5H1%_0%!>M*2>EJ@}>rhC9RfXPTo}M8<^AW
zvl*xr*fun{Y}~*p5~!R<p*1%cd6e1pvMbM&v~Bm^rtk8Goxr<irgYQfL}bJn&X3CF
zcJ`5<)V55xR=U-0J(<4xSYPER(9W##WJ(D`o2@{Gk4JHqF`<%7y*)ODGp2mejZvPD
zV#3@Q<3$PcTjc0Mgl~GBRZK({_8mBTZ0>yTJHTN(Dveli*w1=$1tKgpN3oxM7T*7U
zk=*xCX|z05C63*|KF-{|!pmHww6dgQ+^#aIMlfw05x2%_R>)1s_G5<!(Zb<W?#FMR
zM+`jzRy%vC8QF!sC$}4`brv5T4b?slcOt8Izlv+tZRxu>q|U59d8TRT@`SE!d4Dcg
zA;fK`XKCf2dau=XpoZtnL{-O$>_l>Hk;7$lrYf1?4uH^9X>A@igdSiKinNR%#bk{3
z9PF-%Uxd+JJU{Tj!8$c=%84z4v<b1;)-w48C}Y=-yGJ>eo7qg;tZ8EX0e!mUhHF_}
z1X>~uGD$lxy;!K?_~?@*a|JNj`;=PEodF^>*8J7mwQ}9I9otHluh%r?1(lCNG%=Qz
zTSWaqkD@)Y9@(6GeLHMN{&v~EHj>tY(z+zjromCHKh2-*wdd;o_^2qFF217K9Ki5M
zo^XmiNc}T2IPqjscNIThlcw<nHcbO{+PypSRy$LJ+l2@$MHwZ}>%7L2w5#!U3TNgs
zYgH5#oie9KVrFD&Pa5hNS~X4?TNMwBYeMnhxn|3Ttl}(Wf!MN27+(C}UJ5#2Y<_Au
z3-a;fu-qz-b$Yb$ebm<ECZy%;I`5SV$6}*DIaSfZlbr~{024E?+RNw-vFy%)wa7O5
zC-VN8GdFYhD%K-g!?PFQXo&4>sGp0yzF<09IDr?D6wfQ5wGbFhu}qwP=05fiH<##$
zS76t$wCE7O3_c8{2V1{2ijtz>v0OaWhC>`x>-Fk*{=VbqZi`Xgd~E~s;1#N_O3YER
z5mLlJYc11K>b&gY?A)dNTS*SmW1Gl#nk>XJ9Yf?M<C^ihdQ4wtIdy30A~Xalzgcdw
z5*!i=tNRSOR9l5<J^7Alm-b;whG*#Xl$U<v%pzENpjoRgKlJ29kXJ){Tw$i!3w2u~
zbI!|9Z}O!yVp6Lx2cM@AJ__M96mhQ7QTr_<K}hx(0<x$Abbv~1zx5qPE)?+r9%R=%
zS|;0Irr_?df!GHerMY3}@6xVZzm2_LY-qhf8))tKdTxPbcZCOBd*SzXHjlIRGW;`m
zL$0STq~Z>batO%n{+pHuTe(BYwp-iDwF?Xz#w%=ZwFQbuta6dn=<-wa!x|1b*4mVB
zfji!`E~~>YB`Wc~sT{fVlj&$bSdTNAhb;4?hh9i%_1lFjg{;|S1lPH-xYTqRHw6Ov
z;1lr;`w&#Zt=8(vIzqnoBIBwd58G&sV@8q-rHl1suQsX#78AwrblF+H1`qT(0WD}n
zbnj1aMV2Ly(bL=vxF6;d(1;`~k77MI@+DX%eI(OZU%sj=aAI4h?qY(;J<PMXSY}0s
znqZtyA?hgV?;V@K0zcNZ76#du2;zEHn&E@NsC4!0i}>J8VwDk=iJoc3;Yf%Z7q-Ve
zcGmYYN79kB-2rq{*{u`b-`B+-h*6U#t#J^Yno>N)VL*PS;C=LNe$P~G`ulKBkw3=s
zD&P(1A@wReqg2Us+?VhW#xNIbzRkU<$m-VUP$a<|-xaFh=U+a!?X^_E+t#V3Sz~~A
z)3f8RXW;`4IdR|6%u*7@f;)&i&?lox5(u2M#G`0JTbL$`qA{oQGADxgMe%qpw<u*r
zc5Ms5D><z(pPqgV9C&HuFxTZ7q+qP0;8)Mi3!*Dxu^3o-Wh+`Sr`OiMhkdKfwy8in
ztDrr9QKQ7VdliWIw2We=qHN4Sw)}JQxblr*_s0i}uV<7y`L&YW{iVCw;bdNEO^jdK
z;4OYP=^6&<I<>qzctnoZ);V4F)njr0-XpQhbAr)kE<rnur2`xn`LDRA(_b^()-bw#
zP{?ifN_YBWYXw~@$auwWCv^H}Z1)o04*F_j&kpxjhSGPUwGTv!O!mEWe5zSWn6bn+
zM_{0-o@h^I5J+Urm*-c_m)jev+weu@s=;P*zHn_*`LwO7+{UnuM<`>5#p|ut$?J~X
z!pPGdN_>&(kjB|ZGau)vzEFY0_LkzZY3IuWfVTI94q3dq2Q~RTHPe7~T3$OEg?hN3
zAM3-@e!<umq<3h<meJOmY?08_N_p#8ke?_LWdH0%7}@Lcyi4YF`<sP<Ks1t^?^+Lr
zi7nFl!adyKUF#NBX+F`*Y~_hlc##_uoqy)5P-wZZHeAhT^jej0xke&B7Sg)zsWiEq
zU-vOBe{zZ;>6_JhEabm~V!DdftlBp1v?Dc2HzMi{IM{6p*7_)dRb`9!pa#k8?3GS2
z@&Q0VCR2yrOah3hA09kZQeY|lY7$i0kWtGyVM)_ZKBV*AcH&Ac?D)x0g30oig0zZh
zlY5O>BFJo$z8<0qMAj0Ytxb*_TAgXgj@wauRl)qbBlj5@FZp#*=Z6v+tpiYnPCnuy
zF!fj%uhipBYoL1y7^`x+ppMznX(gWy1?}SdlHDE;6f`>!@x-*;bmYIrYj&Lt9z827
z^IcC(6vF$4aYZ>x>#Rs2bZtR%F!3Revei%L$yKNB?UthDXcm0Gcv}WnPB>3E6QY%V
z5^k@i__infog{ii%Gs!LX|hq{qHS&baX*!oy<3!Kva7`enjG%2Qj)HZI+<elR|46m
zU*W60LMFCIMb8c=jlLdcH~59#2;mV{GAIi%5qDU;uY4-7Id)?ZGi;t8B2);k>8(Lu
z8iZT95<pUKBfpze@PhLodS&NIWsmz>bxrIUaH6>4_~@<67t!Wx`pEkD!nM8T{2LpR
zE)Vez0nEdILeT=9;fxKYmBv8THthf-wPS>P$fQiNDRhaK_0K~>r&7o^A6QnvC6W<2
zGuU%ItEr7;aHK)zX|)_H-CD`L?E-HcgN4)^K(TC7A=;c*JIWZ!{%vG@dh3*iNX$`{
zDw(MuTT(Neuh_DuBq1z;a2h0sUp@gK%i?@vg46moaRy@wNw0d{4iX%A1YHCI{^Rdd
zQLK{nEM8}gVNUvA+1V9R7JUl_*e^<e6bdP`L0Vg<g?0Q*>B)H7Gjv}G_*IcM%xLGL
zRwFp1$;e_=b3NqWl#Df?xk(Oi$mcGrN`0Xw-Sp268bMM~uqVP49NlMpD9Ck{(?6vW
zn<M(+;|GrWE|tT9A%d99+tKCWpK_GAhVJT^n&0o{R<(m?FRD@gcrrYBhUd2vzFql6
z$Aj8!0`I1Gp%;KzY-T}I8vQ27l(A(ffDyx&>TFf*P+BgrygF2oKg9;n@`!xUvBs0{
z<=|FQku@)?;iLJNH8&o+WH>D#yhhoNKEl%xIUGBlRVK^cCWOac5`mE4``oQzRIijn
zSm8><1SXwOaGAZYPk5L9Dm)PK2K`)ZezyHiPoNX%IN=TY+ykT40-`Dd5ZQ;@O39UQ
zR!MUq?V^b{NU!tX#cuCvF|!w0X`86x?-OYkZ)PDSJAaN$v3h01j&jnEwfzj|17qpp
zb)%Zfz{>*0FJ9#31SVg&iM6D=9oZ5It2OfSd0G*;pJDS9oA2l{Je8>4c87CD$^vE;
zQkatB4uA2>eBhZHNl=Dt_~NA{#~P0xDbi6EsutuW_ZBz~o55~3opU64=oGKeDLVHV
z_4(Q)zQ?>e?d@As`0!+f;*E^xMe$ATV0=>LJEeW*(v@a}DO9^GoA-!x!GTr|QZ)(0
zJkin(xB7^t=iOEG-z{b@OL^)2Gz-Yx+xJD`4sWKhy}R>KBZ){NB}c4UMu7Xs&nT*9
zt*i$`IkB`5n>waLKgRI->c1fopzM_XNIE3{@ouX`!5R+}I0l(y&17yc2e3V$HoD$B
zq|DA|TC1%>DNR^jK5(#B4z8yqQZmP|uB!;fThmP3pcwQ?#kilwTpMa1%egWVNx<^n
zzZ*DSZ8Si_4n)#RaQc8cQ@rg&Pn3!#i){|N9}6r?1g{?3mvvIP2P#YR22M#2C!5H;
z$2_04yz9x=Jwl974sz4aN>|<`oKuo}cV0snp=Tv@(0`4$=CCFNr?|$s#)*+ODyNL}
z*<la)Nu+&=Ppkqjt^_;igg2h1tFa@ALH7l6`bm6JZ^Q6}jgQb-9^G6-x8vSD++{Bs
za+N}=r<mHa{2zft56#f~t5jX!eC&8x3Di96WXa#|GR`NWojKxZH6opTIF`*cnTlb>
zoOwgdVBdq>AZgGZIH4bi%Z5QvR+A7}`C2k_j43dJe*Tf+R?<rD0cGuma}LOcR$_79
z&ApK5J_B6v#Mb^(N*U6}!|pcx664h<O%{L~WYTA8fyio4@A@Xq%5|;DHhc_qYh%7x
zW3SGtE3CH_T_9%x5r@nW4S$*ddZ;tM-rGVh-*S4choz_2p8ug5emy?3;?paBL=0kV
z%bk3F;-#^!t*y`^vlVfR)e-61H@6cwI3_}uXnTj<_pbfYd=H8^)NTCn=pH9H(0E_4
zXWXm)KH!}H>_Vz-T(X8CII>g`7-9HAo`P}5TN0c!<Wb6m{=!p!Q*S$zfU#q>%!gE9
zx)iyLOqP5b69Y3AxdRZa(?#Tm-|{s;)8*W>0`l!Wl_D8-9db)n|C@`~I^N`-tWU89
zL73KvY-z$bf_=LBp_p9eic`An64hl`%)wjrdz2as4`oUm)L$S@q@)A<L>{myYTG~L
zCls?pO;fNDD!A|a<cSNBR<-7oW3iy!Nv|>GD$yegN^x_pLSK|R(F<O=)3(O~@Ti9U
zm2g%(CJqIsUEFV4MDazXZPumaYQ{}4>R7#+M>mcRS~};k*n{H(`fI1JQ(t&AE{NvY
zJp8DxpKp|2Z&3WvxKjCzYJd8A`fAo@>!<opCnV~^@Nv~hn1XUzNE^@6-3ZV$WHS<q
z1Ja+G<gv@3KW1K=PG&NYR6h15uXd}WS9D|Y!lR@L==rQjYFta&Z|td!i9uqbkB&}w
z@Il%vRk!46RCGdZNZ?9n;Yw}8nV)wb>o8<#5l4UO5`bbGaLjzlc6HhzMkh)mw=aDC
zfjsidtvkzG&ru=o2^aiZ1&S{EnR;^aCn@JZYmb9n@kNGpSrvm0%pD^k(hAJ_rJMz`
zFIYWr@+9l-MPO$`EgPM8Wd+vXe1_$|(D-R{go#zoAKz*d-oBz=*=mV-#ddo+m%O`_
z8&d>Ue{=8xo)GTnS%{=g@uL}4y4zgHTj@(7w}G53*xs!zPu9}<e#&T2n{lZdo)P*c
zp4WP#jqRexbwL##sWHO4?8f;G9$DbLil~Zo2;x<VF?&}FbD-LQ3<dPq-wG2)WZug{
z>KKdS(&VyYsY_iaZg%>F$27V-($D&K;^=D&9=$Q-H?&5#M|)rGwgr!MC+J%%u!0re
z`)A$?dcHKT3djn`buRIFVV&}%eB<t<QYz6P-{(p;^fIr~DT{goHl1j7+oQyU=@Mcm
zZf9B79k6QJG`_34dS_>g5j(+v`8l|mji{O;B0ZY`1aD)3tUZL<Z~i%=k3yu@Vejce
zj}bdx?@imP-nH0<`g4{rF;M*k=CZ(Ap$)Gw=R`xCdc1@Fy=WJO(0WwLL~!O4rt-Fj
zzWUY4`pNHf3{6>hT}2GJh5(OSvVg38jO29HpE)$ehc(@wCI}*`sxYSAo!QVguMmQF
zM+Z$<_%Y-<SuL)dxrn*vl@5m7?LTr+ZaBGg&Rq%Up4V}ry6CHpr0V>x{_Vcsp_Lci
zqxDs3kv*SpVWP+-kGXV>njAOp6LIhgT=3jJT0z{FpfLEv?M$}R&bE3XZ^BVABo;x=
z5ZhOQi9JG@#25EEk-^q<Y2)2}kLQAB%q<?E6!}8DVXZ@83a6AzsYfYZzgFH0MXK81
zurUK-P42XHcb~*hsY(0G^42SKo)+Gc>qK1?lSW6wr=)w<Ve=~WhN-O49^^Ey8$H9W
zly~l*vA%Zy7Ab5s=Q#TnwScGAIk$M2_+&fpf<NlPyXhX{lbAfxcB4Y)LI1Oh2#!^5
zPmFaLS7}#tEw2LM-XP~D@%DbM7sS<b0}l6IMH>*oYtEz!`Ww{CSIk=BN`C(usFo_7
zMN1R6{#iVO3DJMCg^a#A77#x7vY7lR@U6B^2Mbl~&OSm5T66<aZ*7_Lamw)&=jskv
zJvsiU1eGtNKg3^<8^4uf$q><_Q=Q!S-4?xJSf3Lmw!^&l07h2Uq{d$STq#Ig#z~R<
zNXNu2pV>?)D|gmMkQQLM%~hDCsQ2J*?1#Z?@z1s?$ntLLa~R1Py>-WW-fDBxpWigU
zY>B>Gg1RFCKHMo}{&qk6_ON06*%iGrDah}$vDo$HY_<-@6`PPrlnd)luvmq2%j1(*
zMW0l!cet(--FI%LaU4mE1VCTY$ygtI^;|EhWZ!&OJi0{D`NUb;;O(6D#4q)}=*Ksk
zhKeO3W==DsrwDtK$_Qw1?RT$)O{OKuyk0ZMU+&~ZDcoBedhd;+dd2i^98+1i&wh4a
zs>ktyhL(=qHbj!<mG~s%fFJdaV+S0+gph#dRZ6Etgys{zI=2;6eFYtw4AZoIv_eWD
z_V3YgUgTxpKb%>}Q9ryaewALCx|HI>NPmZM^8vlTm=9_|X3P7-r~9!oKpG3DdnoBL
znIek7OVX{eQB)7Sv38o_(V=LAsYvZFc8nz+?5@0m0!7TF+iyklvA3td`x=TA+o0sU
zZ@A&UqD~qG?{nWtQEWe?)Dmf?!S2wi&@fxH4V1UP<5(M=YhdK4@({jNoKSIh-Qc2$
zuaJ@b@p<_BZX_4X#kbe%Cg!&r#@Y1jVpnjyj|XF$7Qp|HvU3U+C5RU5J+^Jzwr$(C
zZQHhek8Rt!$F^<f<Rveas-Tju>7MEN-Q6>L@3qWlW$fz2O^SnDY{6rW2EG>WC|LoB
zGODjViBF9IkP2=aizdv(s)vXFJV2sm?k+k)fo!6<>=C{T8o?Rm-0{BgZjl;Q-eu3{
zV~Sxx$U!qo*gc=uAwW~O8;gK!U<7nNapq7$xoV)o$AcqW27`0DFSY)~rB1?N%oQ*`
z?mAOs)f|brC&idySe6#PP-G3+jWLEI2yRhVF=*oV^k-?1Fh`kz08}Toa>F`rDWgvG
z#C(xV(vld~_2RL)R{nJH91Oi)DXxO$Qb&~;15AH4OPUF_00_k(cdL+bvGjKiu<gzO
z2wXLrk)|lxqae`EZXk<fz?l1<0dx0w(U)cG+N*wM<EQ#6cj#Xz@%|nrKt9F|E+$cK
z?aQ;A_eO3$-YC3g{I{WLdU1st8mbw#7TQrc|Fmqm@nn0X@TMSz8LwF%*qxhRBuvf#
ziwcSr#x(+U5W~h^3bh#HgcB7kGQx$8+Alz(mIYlUijGS~iN35Y?Wwp6#*TX_qyV^k
z5rF7I+Bj_3WVU7vTQ+&++C)6*1~pc_uwdS}pqO>|=K%;J*dNAl6ulip1D1W$HEhs^
z>HJre0`r%(a^6q@rBX+siZw^Ul?ymZ1)wL803utfUfr2fgOr}Mb=tI<aP7j;BL#qy
z8?<5!yd5Yp6qwtzR<f0tI~TRfS51<k{K@n0dVjX{i|6_l5tSMA_g^8hvGgQmy!;K@
z4B%2J6|;l;b3k^B7!3|@^oIMv49yehcpCs?Eee^{M`n2f5dZ}9OV1F%1<*<iO;;=y
zfr})<$dG1!cnylcu?B$z6=+e?t*OD+vmqS2yosmhd7~9KylBXePM;^!{bittmwVzg
zo;%uG%V8q8AD*<2uC1)s(cWb?r`iAkrA~nyhR20Qex5h{paXs$QR__;CMDeZ^eU2-
z{et^uPFXrEXADCItc0~-7yzPO4tzkI|C&|BlU?M$M8S0eHqtFSG3n;b#GyPZ9OVo6
zqr?D*e*B~Z{f#KilyP1pe=l#T(S%})0GKEa{qB!2Gz8EU=F1uWV$Mta6wji+bP<gL
zYJHo@fH=f3W>n~iU8nAXdn>$kdZco4F`2?NaTMF_?`Va=biEpe@PsVnAB;?hx?HDD
zeq6nnkS&kl8aCnl4+X50q}-N*ryA{AM^X)tIt2Ue@bc7(?kC_y*S9rvV|%Kb@vGxE
zibyfJ`QJO}++%IezKH3_Q=FBeoJx1p;3l<N^;B4`Fe=%JRn*$880c8ZH0zwCo4QqB
z)Xy|={y3Z<ZKp}c(q`Cnaz8JDRCn)sv`^~J2GEA_jCOeMzE(wXuSNhV>(wbH*f#2{
zLEea{#X>ZpI)iN02iB07cx&|2f3F8dILcg_dbnCgIK<rP9LSaC87?m%G99N3Y$B>D
zj9up@^6}*zen3s59LF5f92aY>8g5(gS{+Y~JihSlnDl^i)^eC{c4vspq>Er`7_okE
zs6lyn)P5Lr?$8mek58tqPjLGr<S`w}sgx2XR1YM`)9Sn}L>}=eQt8pksa0xY#)=$t
zI#%!qoxrB_&Z*#7UW&A5uyD7AZ02V?Fk^yMi+TyWiH0y*;wi*HAkQRuX_S~@IGF+u
zknl`sPL3@zY9ALGVe#jkMz%RYI>AMZ3L_#@2@_^!Fbo7v2(vW`s@G+VO^MD=Q6r*~
z6F*-ro)Lk`w;DpmBSkS^s>@Dp80q;+sLeCgONYCZ`uRw%O$BQbnJU(mD=6a?oTDi9
zNUqIS64RmZujkR*Or6=U=G53HBatvkhz#?S)p)=6aB#uF+O)N-Y|5GL?@u&SrJ9Ux
zwc_^LT}>9D<WQaD@3<`Py(L8*Pv<^KGk@el2<d9DI39_2t{qOtoZ4Nv%E)wg`hMBl
zoV#qL<#slmXY#%_()yN2sq8houtj$qv*w>J@z4Lm6X`{<{FmDoIG;%Mh)4-iK!^^P
zs82ttcZqkZ2fvAo{9&5HHQ7y+P1M!wSY5HMc+oY_CDt>{Jn2~ZplWAzYji+XBgd_0
z{5ALlH@njy2bLrdM~SQndBqb98ATdh7maF*$~*qe=BL0w3CjfMID7(DQ0n$N4eEC7
z0Hg|?SuitazN_@n04iDp>b8#JO<;tSXT)qg=Iv{oFHnx`*Caw!{K`x{uxvO~#;qYu
zLVZja++;Yn-n!4u8}^1@(^o_vR<R%+fx1}NXDz9lo&aeoiPfT@*dMJ-?=q(dX{3|$
zxU?#>6Q%JA_zWDHs$1fz@K;@3x1>o3iu_UyGXoRUk9x#k5t1AbO2LO5+7sRU1YloY
zo}DZX=;%|@S*H~(3+=kY!mK;>b&n0~Bry>Jj@IMpZCFYd<+=68>!3VF3=`1|i7am*
z3r<Ge@3H&94hN*2lk*K`1@wL*imZgC3Go3Ess){X>sr&FeQ4tobo}ZBX7w`OnA0m_
zTGx=lI#JM!jscSIeNT(x;=tYpK}I<N>o3!OzMuRu{z_YwLrq5&=L*sx#I?hs(}a_5
zk@fxQN&MO-wn4o^K*juHphKK(t#91?DRT|$cZ~gUHbv@NDhldMpumv%q-PyZ8z=fQ
zX%kA0=m~#+lREV21o{{Kqjuxep;9c|ahg>)h(J*vGjbTAxY25R>fX?#J>%5P7!T=Q
zzA^#A_*9pr=emU9zRLL-6-Rap;;Am8(f4}DnIF`k;K|3oCK_%$E3Nbh(B@PW%4W0O
zxHV1xR?JID5Tvv^y8+Hi%1DkHZ?)&O6<&!?v%S`rt5+%eGPB|0W;#B%n{2RK%9V>z
zd)DRN$nlAs4R0qqkB6agw(HXEA_D(Lr3!IuZUHY@Id`QYWkXDBM9(#^w_37;C!?!_
zPo{BagHYSd?wK9TPx)7+WwTtm#-64;m#?h{k^^otdh`cHSDfpTE-DwY_R{N_p5inM
z_6la0dbkI@+C1}2i+9D(bq|C*HmcSB446m|_62+mggRm~d$dJxF)3k%Sgm@)r7D+Y
zQK~x9k_hA=O`Bw=D(m^eDoYd!5Dkn$&5So80$UcPa4n_}JXOmoXyd(%DC_pHVxt8L
z3W_^qks@MQNcu!0M@`6L@q~gH8Yx6AA7Z(DW9Jj_fcL*G&ok1ayl^ypgV8vdHMbZ~
zdtsgm8qfpmA@m(b%N)hcv(bZ8-%ai_VK4t|Xg9ZNdOF<4A2x2(J8Yg7v1oZZL7Xl|
zpz)8Rgu<`Bh<d#)l3w7HvSGj|F#qs6{h1lDsKLMI8UwCTEnkwMpV~c!{Kf1;HxNBl
z(*X5h*icuSd}ug#Um5Kceg&r8SX^A3o#E+M-oxI;)yq6bKgl&uKgd4Op`>xr#zWbH
zaMTYUI>xvvb|yHz(_|%ALn<I|pR7ok^Lb<_T8m~j1G4?uMEPx|Z1nfi&V*3aF%{2b
z%o|KUeU}rkEc|lu(2?3FwY~>ETec_G6qK_0qhlJxeoC$CNJ7(UB>}2rNhbY<QK|@i
zY{qUl4}h$cV`6Ai_4jK^yo49EQ+~%Fexdr#8Qj9d%g2KglnKXm*j0>)I@M8iqXfQD
z#UWheDQYw31FC1|#b%$n<>yFlHJZ+^$WD{RM(BggIJ$mz=;PWOLe80IBRUBGGNw)H
zR|z2(+2Qm<{ds#X(5U-|A`yh#8d(+}jnx966IP2mBo`NVy0Pye_)cO`igeBD+%VEh
zlcy_epeTw>J&`7hy=b_06c(}3>@GX}QR{LwcWS|1Em#cO1H2I?ZHwn4xh^Ixolm_1
z!XQp`ZKx>2UnV}sgQbJMRut9*TRHyO>@(igbA3^E_GYzVu!VmOESqLL>M{!Av1-E!
z{zi<z8Q>y;3$+veVhGfkFO+gxzq4gYF-?r)qo+37w}Hbv!&I%RP!`c-E*?2&I;^U2
zILwHB+2u$Q8;Dm!-5TbF@>)ev5=Rt&xm?+4t~Nfi#d`dHyU}>aSTC=zJ}3_70Cz{8
zuhn?$sio{u=-hVQ{>^kZJRpK$)2$DI+19H^)r=ne8Bl15cR=0(&1Eh35>V)$E<7#M
zV~d^{x?vu<3YIAb?fK6Yy&D|b;S=1;ELK8mg}zn5KdygVy@mSW2IA$6e%|KZ-_{nI
z=9<1b0!IC09y`H3aCy^>9odCNA(xid`?HCwl7;2vU|M3B3RIl2{5B+$&4m3ot*2B@
zpQ7E13fL6OVw=|ov{h})YB`nj!)SlT#)AP#e-FD=?VLlIQ4uWf5Rg`1v?R;sbng<9
znpN%PiuO1kk|qftV)C-|FY!m|N691>dqJs?ljQ2B=%eag$gQc^&l<oFU?sd|4fJcK
zcSDe<A?5B-F_*;KGp!VSN%mJ}v~zT6GsQr4v&Ea7Pj%$&=J4oB_z#K>E6OwNo+w%w
zadhh(zCXt~p@jlbskJUycZsiMC$?V)Uto5A1|wx!eji&#bkx00AF&&0wzbc(5y&!m
z%9wg_lYCyt2QYE0y15Sr^(D3TIzOwPr(bM4o=NW{%lJd{<P2Q79dH~0w>UM3&o0DD
zwM5=@HHjN``x;7mX=OtsS~03zWctQ;P>EalY@*JZ4mXL#u&w8HN!1LpF(F4T2JJb8
z{9-UrR8Vt99XT^nA7|x183n>-W#seoAfZ0R!b0z>Zz0{*NPfglyX}&mX+t?D*~S4*
zl}y*toE~KLVv1PBkkNbCU#5B>6C5$_EtSdJ*=^<R=xO&E{^hb8#b`?J_=M3k5K0_k
zoT0JTO&>!&S*Bhk^|F|RR;D{oOfK;q1n6#=zeT7FQKERP<9%u2wt6+feg7)*EB=vX
zF4v_LC^)OHFz+mN95(MwN1ep>^kORy;NkxDxgLL}Fy6@I8sVwy`ucNwsL8L)5mlTx
zr*I{zW5*e!&>_=N-O*N~;wI@POGcn0-^#yIzL99lSuJ(`D1dXSjwr{TGqx3yKpx(u
zn@k9}-+HU{#=bL=cRZ~6jV%XXdq27teWKLCnDN_y9AjpG@bp;Con-AT+Hi+4OCy&d
zE@v<nm+S}I9ddMOB;}7h!){4FPFEFIkM8b2v3`7P`h7DRtK)b(FO@e3{%D41WUt3+
zhV`DLIu3<UfTu@Yg$kTT4URaAq&p_KYK)(~HKqj;By465Ptv>8072X_38HNgdHR$E
z&2C;!AI)gbOfEuI!Xyb+K`+$*dtwpt*B}+;qzIa_MjY7yl}q&zGdDM@G1Z1{5qJ|1
z=_o!|5J72%&{u6~h<($DidrFeq!j!|O_f?+b?T#Tmg-F|g7Ao^g3M)q{-JX|T%t!%
zV=Fr~afU;EwWZCyn_%$S>i2md=f-V{`wY+bwy->?vPjVjNMp~p5YEJ?@(@9>C7Dew
zyWoJj*c%K*ST-4KTgHn2lo3g*WH1kD4devqmX*6I%n~)6p0i;yNj0xP1S6T%hbdSk
z(21rgoQvjOugr!lPvE+!c42pbdcn8%O)5zj&Q2{_60S}9Jg<^2nqm2hS+Dtbp5`PC
zBJOM(k#AQn(rn1C<R_eO95zdr&K_INyed;R6e)*VOcB8ndsa+Q!O9a~J(n}iBcOvC
z2DJD@t4?GQg8QN7aO{z~nDK&N!lup+5M&HqfEciaZ~(;|*&a5&Y&q$UcaU8Y<cmR4
zl$8`9og*OKB9L2jQBO$7?mF5k)UqW>$uHpQaH!@|D$w(svZ#iN7pY0KXoZ-+Q+uYK
z`zo0UW@Rt`S~vD|lN6I5phfH)%1EY`YK(Sqd~NNB`MioE3pCGXwYb4hjr<FTAxgJG
z?ChtTh*T>}kb16gTq0^V3mLTm6oiYZ!7z;g=}QpD`cb82)}4AI=a#jzJKMxLt94w)
z?t7G0?=M$PwS))XDXKDMc{Tb0eX76E-Q*7G@vcxFSxYtivmS5wK?KRwqQvd<5KJ=d
zO+Z!h-Nnu`q%?p1?eqd~1^rB-ZbgIGta3&Y<ikJ0x=r=q{5lbKlG`GDE;4%ogMc}5
zVi4To_FQ`k0J*#&;BFx1EE@3EzzhjasSmtb@sCT{1>TU0WM0y;l=>-CCB}?3U&%>Y
z=EPo2SA{(h9kGfzxv81cIKkswQ&iwgO`&1(Q)z=wRv1anya)!aytf@nzvaKsrHSBv
zp?pOjl^0SfuSxa-B(xeZ7n{5)qYiuidd~7Gf&+%D7YdJ~MD9w)R>8vju^B{JRjU(B
zQPa~^EXSors98Ba^&{UKpgH9!^qnyg3{*~Y8cg#j%hJi2%^)k5qHe}Xa38A&-Z*g&
z^`md*#d#^bGoz{!cuZYB$!V+mmrM&_AB?$tcs{vE3H$cIcw*`Af5hPxz7NoUOnw4?
z(uYK59wEIsiiq-7F0CnK3kI?c$2Y~HbUQvy5ZRCNEch13O%}(Oz{swwJM(=FD0`X+
zhlf<3XBj3Kp_=D&QJS%;d99f^7@=I&oeT7?8n0B*K4KGTR;1&uyX@_#JPl?N#RA=M
zJl>DC_Qt=^K0Dey-@{XU-cARJ$~Kj|{Z6)@x$pncD82K3YJU(FTbwP-$MLOxJBXgV
zL!J&tq*-YIl9?u4Nk-kXU0+l=ZH7=Mlo7UKgPUdq;;F=T%5^5$>ZV+ob}oW)qM_!H
zc8^;#pLAs89+`5c1z2c-mfB!&HqihX0Sduh2oOyD4i{T?Kg*B>VcwhAt^-Gg3IZsc
zL81LZ6Kp4(b^m&_&$f>PzNorwZk-=*VN<xWW7z4Mw`eXJRQ#yyE&NFDHMlCay)u)v
zShnO**%RqpDh<ct+3$Ij2J0+A_Wt8bqb#$s4?{ghuIB8nN_)&M7p^W`3#0MW!W@50
zit?lk!AM=y-IOKQeVE#xJ#UFoeVo=g(cQQu#PcyWI|}?;cytA0{8aq_%Khle^&x9w
ze~-lrS7$DW%k5Sh^d%Ng-J#WI4LFeq({yZrW}UcggiWbSC5LQvn6YoIL96h-{?6&u
zPL;CPvNt37Vr<Z0Tcv1K=@RQQi*$TeO7&p<kiEFoY7i!iEX`(r5OVj972Rsj6pZn%
z744apmsW+(c-hWt`tgd6A&&DSC~i2D-9$ux;AxWLY^-@+bng6!S=nT%(Vmcqizu2%
zSb<3P#0|n2*aBBn16-cvlrS$nt^3S_ZrCGwX!dGC8_c}I_!hMK@*^H3rs%*gFGuG>
zQT)TA0qG>^Q}rxpQwE<KTh4ZVW8lSi5bV&A6`bYFt&?S*M*V!pC;3C=KO;K7dvg8p
zRkrFey0ele*>q*4+1O$6@|Q)180v(lj`(inxyY{<3#{(!>t*}r;AV#l5J)pAeLCz<
z5G!&Yn*|(titPl;gndY@`~fAz-?tHa*MuT+Fa2jgmn6y;m!~J4la3iRq8<J0%goCx
zqFI(1)#LW#cg-cF=h@9X4>{nO)mdQKN{J<mV<X9_`KX&p=)GDcQVKoH@7x@DXjP_@
zN2Qha)5k2BvCDCun$bwz#g#Lxr>+V4a?7*$fLdmtC_;NPL2yP$9WiakiI|$QCREcs
z;3#`l28tFD`1c#!hv*{hvqN&V8pmY4*Y=`p8{>d*<JkM%IYqXf38h?z<eyEMna{)J
zh8f-as%Uu^&dW=seQv512rsMLi;uag=Ft;sUYF70n5}9$YK`}as3=TV5>u#N4K~xM
z(8HoxQrc>~`PMJQm(BUXo3FEOB0L4!E>?ytE*N&@c)XWoT>5zQv-4}Q&?FPl`T>PK
zjO#VzRZMuv21##}fPRf2pM!>xw^9?Chb0h9AiPMw1|Je%tIwJ0!z65@DFsnajIacP
z5eZ|~x7F8*54#yV9=$hOB&cH<*V-NY43W+}u%Y&;;qZ4g8ufbfR8Fa)5IA}<VSj_!
z0c?a+Sh3&`4npcF1Oo#o3MUeFimJ6AZGBwe_3l84IFV(&cQq#rGA6v>A#eCZrjpmv
zPnWfT%5J!y;nsEEp3k&!fv45X=b#taPOO^yzo^bW#shYUW+!=V7cWn<O<}q^>$d|l
zBvE-XQ>2c)32j`dEu_~TdjU~FZ8&0aJ#WupWILr)o0R<1TK*_ho@y6r=^-e%VQ+}O
z@O-ho8G1ueoRw8cE~V6!Gr{Z_Sm;vt-8GY>7?T{9s568d%Rd_pH*-(E|Eh9OF%uvP
zE14sc9q3#Y@5R<balb<x{6s5wdgFbML<E#l-@^FCJ=|h4K+0EWi}lV*#@LP&lJpDI
zpQL}*e&oDnF>yswj=Ed_UVPO^x~cIc%97<cFC^egfWyoqN8W3KqYDE?#3|eo6^56G
z8^fE*dlR))(svY|M&tWJ3A%$94UN8Lie%{ERW{aKl5xgTaa~f+R2e3Azo@!I$7RgE
z^}N-8_~axh{m!?1vpHR^IZkq&{<>U)l;t^$v_WMnww&(`Cynr`^3*>SR(|Z@E1Tnd
zrh6bN84x4gr8ZiS@u+4K%9dy6<fdIC+#sr{eNSzxzF-$cCa5zrI$CaNCCFpvM8z{e
zO3up`C|xFV9?6y{U7>ai+g4~@t9C4H|J}CC2@Y0Sj;_fjav4ig)yeEG-OrpzNqG^6
zBfn^TS^C-<6Dz5nAX<tubyN8&q|Bx<FFX@0E1avKc5di#LC+TAL<x~KDM%u&-%z#i
zjg`+)AZAVdOKEU~Fplo9RkHO9ciL^~u(=Moc71V4TijxFOZe!SOl`N)IpmG0m4P^h
zI=^_vcI*&9M22=p$MT%>Cl+b3OGC1K^x4f^1K$guIUFFCB$aeu)(b3+jfjJs35(;-
z($;5X5TuRjS1-9(n;%gycISCo5&fcR*V5J`nwLpPu#Jp%tk^qM^lR;eo8B5%Ti!3|
zM0y)+u1ocX#8A)*kF2KIENgp!sFqR0D#BCI)!A^LFYi$(clkG=V2*sZp%z$Pd!v{t
z^`<;hnBzQ#CO!{Ic_>v(=|bu6^8WOwj8D*WtEg-{hn?Cto$lMKzuZv<I^*G;1Xh@i
zJjG=1^z^8I#+9bUO)bZHQX70EUf((Fe3rG!NQ|Dq{Qd4$_ZibnR{Ng35E-weW`db&
zfCZhVs^oxg`o<2O6UbHqyG^q~xsR_?Kq(l59JXeuu<vM%os1z-XqGULM)MsS>i+Lo
zwOSJ-G=gaV=M0l_LRm+J2ats&*7jR9o(L3iO@=4Gn(Ij`?L~Vhx&34~#^zx3Uyaqz
z-lEeK&O{;z&(@y3kM~pmhbf)=U07`|kermZ?^72<nTjw|5ov8EuY*PlHJino$-EQi
ztVNADu}wvTfw$aAw#*5S!1dxp|4z~RoG3iOTPC7}U=^Wn9IqYsb(J%Le<Y;<XfO;z
znUwpvsqvP05VLZ1G$5GA9`#*S)NAEy%I6k0RNe6-d~eXr0o((&3?g^~h^##Az63h4
zPR-L*eLm75oVP%G(5bQUHCas#Kg&b2q%Yq&r~>=@_}dP>qD92gH|ha-!tJQIIZVQ>
zsSr>#Yrs>b^pGAW5fzXrQ?-QX0cZlkM^-8xb(L1P=gRe#E3MZ1E$P9dN7g)v8^7;f
zUyj@34pTL)=#>}sWNbXyLw`#de{>ax!6Z(}B|U@!-!+T6tkFzpN+6DEK2B;qJsU#?
zzYsf847?Mes7(rZvmzm?%Oo5~mT>uNEc6-~0-60B*!C_s3p>#euL1-QC{Z09Akm`H
zKRkZvq}4n04$5bFYcXs3k&)zRc4mk8zXcR`b?(B(!vjMEurk;IY?_6<=J(&uJ@6Ga
zgo<W$>|0-%QvU2dy*9zS7{Q{TO@~2@vah6(^`WKblo9PjXM3yg1}W_FAd7AQ%gZ$b
z4|KR#RhFu13T*np+wlKL#+shHJo<@jLN}?h)Mm0hR@%0~JjrzCmz#jAZ+2WxDv-=t
zYP&&><a(lNWux8i?v@gE$ppIiiHZM6?BcT_&uK_F#hp719&lQypKO=H16wfBA-vUO
zdLU$F!~m}0Q=hr+p@LQmYhxH%co2>4!z^(PJC`B^-+|tAUsR99ngdgG&8J|-qf{1i
zn<tV6L@ZddW4VBzL_O?zH}R|E>%yfDl$dAOceg2P0<Gj{WoW%=1#b-Xf?*B0EFkGO
zJ~FRP@=<gH`Vw?QZ71`B;E9v<LsY>2U{gR2D5Ay}(%AGR4aJ*<U<swGU_vcPNH9~0
zA^$$&gsBBl4n@?AH&V_aQ7#ZuATJ&x#y{=GE`=EpY8T>==R<y8r@jk}M<5YHCh5aZ
zzB?cgN(3h6YfCsFNdTZ%uH`48anB{IK~89c8*%e0NFhKT;E|IifGa(c`;M?*tWV$A
zS=vE~!sS{=Nv^@Tr^@{Op*xmvdW(;HR>{Zro(zh$4g>!^*f(GnYdTTbE|-VdmRNnR
z=d)I*u~MKFPKT3t;vf8McwM(@Ofb1fm`Rbs>kE&Lwu){y7nnsIvqj4DyO+{EK3RSj
z{>jypn0-9$F=m7(SH}v>j;$!5Y!VJP6daPQq5#>Z(3{IB{<A`GP%Siq#k|K9E??3c
z`<akM5PQQ9w%ovim}xk}a>Izhbd=@?4Y^hy5-TwjtFF3jPMp}Yv%aCFx;Ew*Y3}4O
z-z-S2&!Lgb($DBW&F(E2J}F_{Z~Cf9P{tBS>RUxGo7E?M$nBd+ufnU8XD(ZRe14*y
z_K*gdrZL%u^=cJd*7o&|d%<*FoSrgGJ@$7=Q?<6`Jcl8FO_Oqy+FJiw2{%Y<4)x7!
z!nQ7KqqcjhXSkclcgnZwXN0rghk(>Llc#8|y8q3<(^;}ii%Nf^t@x}8L^=SCu`72z
z9HZ<m8Zsri!|s-*Hba~O#YvB*c}e+nHJdm~MR6v3IG4yJ6KWdwfmMl-1oeTi9s4`v
z&6M8W=UTWsFHj$wWOw%amG7DZ8V2!LsE`<9RWt#5ap>OXyav9mZiaC!i|$PG+#?B1
zvCBfE9sVX*uq(9INpuNYWeM2&`jEK4e^BDk-oES)utyY%v(mis`x7<ws00tB<Apls
zIBilkA37y*3ApOt=ngpEV~Gk@2--y3<oG7IoQnt>Qf=dH^F;qIC!RI%{;2Z2^nSJ#
zqs~3NOTMWx$^@<}VKp`63zpZsO=F$;n^;WPYtAIwUa>j)S_~TC6<~tDN^Z%`c{`P*
z$;j_-y9iZ_xB%<Bd%E<BavJGkVSgK3q_^f*Wgq^+@r@^OYQ6G%eEh?KVV0Lb=e{S-
zyN}ZpfTfmD;_L#e41DdbZ{qAq!jsr`AVUv&{>Wo~JQg}2bk62*H%?17RMMA*PrxST
z>8>B02;z)3*61g#`Hl^|%YASvHTR`PAXm;^MZoNsQf9J0?+f_S(pn3xmb0<sw3&Sl
z*ap(F+8zNs{w_MMJe~N4>E#YS&htily8OO(xfe(0hWkQGWd{9R(Z{8nFPN$qKZGwc
zjQv+3TC;LOuC&m>c-P$l^3-%ewmobA;PmLV<`ojNF8A0YkGC@Vqlo50mmSB@qFy)>
zP0FsS3v!bf;(5W{5_A(kyK)_bRSa{l+a%|q;j8i?cA#@CbEkG*8v{pDY40=+Strf&
z*Kj!Su-yam><pWqGM;#7{!ncIQ62iNf8l{6b`L}$7@I6q9kkM$Gj~>{{NgWxQ3+rL
zV-Y%H8Ica7E-+o>*w~+W0Dj~6_d>{}=mGY~0rA2y`tZS2|H3~N(}ByzE+L7jk5L>B
zA!K_Q2DPKpyQ&L_s%D;=ks1LDHtDHJ)46DYoU_gieNG{F1rGb@(<eWXc@~$>ebqVw
zdy8E)wFu;C?^>Ji%Qgs_fTgEPh2ve)P7X;PBsk+t=;Plr_gw;w8j|<)I=N`wL-O-M
zu;<JrR>JNB7UA&~Wf@hl3`_E1m0+yjA4EimE*Uy@a8*IAy)W0R0Xv1%*stFEV@#N`
zu;gF0{S-JrI<Iaia8t(LNDt!B-weA6#fPWSQ^eX^`^GcR)I20!l9anBt-NSnbf`SY
zPB07dL^-lpcRHSc=Z9k231enCYwxZRcgk>j@yf2oMFOl{gqj8{mMW7=lFgi&7}cy6
zSTY<|CRY-Bu$6<?<Qn=kb!f@d2Q^A*8Eouq$(zO7rrQQv20Q20@hxL~Y_RDcIda82
z?0FSmBPTQZg-v}523oR18a{zNnr6;!rxzcxz*gjUzwr_UXi~C@qb=6PjC#DEt0OSP
zKs2=ugL;kFSo?Sk%Re}Q|0yB}B6&4T)9oT1HMbFN`u<RLvT-hCSpZ7oV;95AIUUq&
znB*R@BsEP@l+p&0NeDwZK5%wbrPgRYe|g*eFBp`lbeFH<Bs9}+qA(7VEViSV^Rr(4
zAG@d*z9e)Qpcuqp8Z(4cb-`y)Np5I~46;-f5I@Ez`dAR&;9kQB#%C+fv<Jmj_R6hJ
zODC}%s6`5nupVg%BmKwfl5esUlT0$WGP<IB7okrPQ%#MD;!qXjIFK6mi!QBB>PNnt
z{@&|E0#73r8106oG1WoZg#_zH@7=lz&q~3hTu;|mbgXOPk#YT{2hc+bXsg%XX1H!b
ze5lw4LSvf`7P%oDcTWnPGvAr4KrR+?s%0#X^fc1J#`(1Y<NE2-;Kn&>gIM-Kb#OX?
zH1Mr`NB5XI?Jk^c;!R3lSh@T*D&>Am0<z<fJV-mC+)Wy<m_*Uw;Yx8x5jA}w%or3B
zVsS-KLhdgDamkH>C?Sqdq>?C=-IcnsMi1GfIo|S@{c-vs9DXN&Kim#l3T8f<KH@?A
z4^2@`DeDe2!bV?I<5KG^{F(rJu75WA2<gGm`K3Sr)Yxh$$P9zr0fL$@d>1$}ix5mi
z`5XY7(D4kB?u0P4G0HPTp9STejU3QaMsJrkb$}{?_ml4`$lx{iyHB1GDG?PHkoNXr
zS4C>O{fEP3otQt554!KV$b%2c5RR<Ph~=hfDYC_2N7P@b`WNPa+adX4jGTo$Bv5%e
z4nG4}j~Bkp&}c3~f9i7)+Mc97=+tSq<7yvv({5E<5lWGPBzbUH6UqYSE~VbvV)o>K
z3~sp^E)iePJ6s+uaBo!r<{TL0NDfZxb_sBFM4`$@jik9n|2TsKUQPKGaTNH0GTuSE
z=VWbO(Z1vSaA9@N_SzM#ysg+c$McyNU46P@+3d5enbY+CCS_kySUD-Oo#zA%3WAQo
zov@3+BZIKDcI#=VfJA?^jd;Z}Bl8yu15p(XJVMp%==SXnSMH(Vt{7yaN-1g7S?&qz
zMXxl+;t(|9foY%{Q3Vb~(fE$J{LP6Y=lzm-A^o5EsU*_)Ouefwi}gGb-GTa+qR{9<
zqk{NWL8K_f%k`at4_@yLd``Ku{^n?{Y>xHy(mbxB`93XXX_@}Z#>w#7R^ySbh?ugQ
zf1IOAR_uK)Rg%O(i{%1`oD&dxC1T~A!fR2$+c7J``Gm!?IcD21=jq)R<=gi&E~<R3
zv}Tq|KgoA3;K@&}8H2WOSqo;3jFc!fFcdJrl7o#7PWK0I;x9j=fh<*P#^lgZP!^<p
z(hN>V^_NhE5tr3qD?uISzo&9SRK#I1&*M!F<xVV}^UYBga@LflbbV*wg1tezv_@a%
zyIE`4-0YZ_nd(L6y!_DzjLFhqV(>QjP~%aoX9#3lF{~k!bCVkgc9T?(S5ZUUL{Z2m
z1vW3jPQq_@q@J{|N2EZ69X(*6!*JOWCOqp5tvgF8wqlpqQ5-Z?O{DE08GqM{sj@$@
zmBf{XCCxCdy0o<bTP|o!HNm6DDH{SJNFA1Z^OPn=T&sF3$>A$u#Z($wFbQXhWG4+u
zGk-hU@j~>l8lkzuz#WP4xDBq=NFw&x<XIP))LL8_yR-1+QSKcIS72X)o1$xzVwO2^
zk73*Yqb0(e>$3D0KmG~Jpo$(GbK_%9sCCn6yh>O}XC-(=H>lCe%PZr<uJ^K^CIMzY
z`C_)?Ytmy-a00&M12ONK{%i^HFH<6XjHv$=JVlNXU}jR(Zs?$Y{I=5;`I8hvqS#rI
zaG?-!oMPf4;DAf=;e611KRHs&a9F}-Kj}Zci1T_rA(x;~XgIP@=H5~$1>~Rz9`*#v
z4nK~y$zGXzjU8fl0zy-6@06ROhUGh9b;!9E_|*|iJcN1g=zpg)bQrTcr&6Z(YWF$z
zw5x)9<c9{Jt_2R}R1eUdG|XvOgKD>v!6(Bn#2V)#b!%WA6^^Bj!aCKy#WAC|fxMb{
zHdD;k&5o>fe*45Z#u8rcQttE(w46&<r0_|hLf#VlVB@I^_Ge}$S&A<ybmTwy-R1lI
zCcI3If9pGn-{aO!EN3R#+iiY(e;lp8n26x=-jB);e)#eQEXJ5G?XvH5=8Bnl)Pf0-
z_kNJOlzy)T;3DLL2$Ayt%kcHPZ{A)VPXYJS!yEh28|GoxVKa90%J-hL6F58S&L^4%
z-OMN&WVF<v3*CroZS;g!WYo|&?~fYX=-g$0z?`+c-6;t@-a$}XZ^qXjYl83>ykR3)
zMB<a(myR?qZ0o*Jyxsd<MDI(1NV<S9hmDBQXy|uBKQeo$@VJ#v32neq{jLlUeNfxk
z5q1>6+?Wj}`kDZ`0IglApt#)?2PofYK0g?aSO>v5*#YKuh~DkUQI-8KyaQioKRDP{
z&JoAxHNtNchjIPhKjeNbM%k}E2yrpU_2DAah6qvWLwqsrzBqD*q5|O6K8~Z$Uufqv
zc@Pc(pj0;B`5mcEvyEz7U&GJelhF9&?rOy+2faTapiIaw{~MC}e{~@IzmU}b&qk;J
z22}r5GSD#o>dzVIe|0=;jO_o3Q)m7kDD~f)|1(MbKc@c!r2hNr{{f`Vz`_AZCu8B{
z^sD&#59!mdKH_(+`hN$qvoQTm{u7e^3s(ORRR8}!Se@k;tp0yhC_w&qz1uG>pP7S^
z{Xb=I3`}ec|1)R(${WI2S!CT@Wvkk*w)N%OdMjsUL4u5!SOyimm;g!&oQnW}5CR^*
zfjHQox}gFcI2k|k05TT5Z9xLuH4u{W`hq>S=%8(iTiX;_%^4ei>!xxe2Oj(6=cL<d
zo9m=o2(5XgTjl9WZ;1q)D45wC%5W}ue6i6n{xho;I`J>a<V6<I(>fOXKpu_y;yLzP
z1{ogacQm|OYq`hWy~^aE8Nz;4KCj<hgG&_QK{W>W5qC#%f$tudSI<VEd^Z^8Ln?oe
zYe^|O!4g0@8I8tv2P@}}h5OHdi44>^(bL@xfw8x{$Je^))8Z5sJ??vglgQV7Xl$o$
zC+N8uydfJaTeT$&Svo5rF-`H;G!4x3LFtA5G-6d6-_R3bCpKIGIxEN;Jft7&9aLr*
z=AhnUkG#@r?P2Y$vm3LhuUui0Ioi2k7``(;M58%@W|*s>JLnhA6@RaY*DXU6WVIMr
zfj1zZNann?e<2D>(TO~(>405<*t}?!05@ZP+WbX1<Q2rth-k5(t8$>GJlq4~!|3fw
z8+I)}@Nl6bGYpPdkLZm-YV@J?=3jf#{rGTQ{@SF7I$IvbB5!6~89^rlnJ|Ou*&?{Q
zFe(VYXzj7M(!r^VIhs>|N62j%%rQ&Hc#nuIj2<fJ#=b0Ma*&iFQS@d=ouKPLAMc=)
z)$qLjJVw^%+_{$mzfib=8Knfc7*P{*mdj&iPn7OBUJ<^740nXPL=0)B$@-|l)LRC1
zC+-OWB>dm*i*i_<C|01MYZ07708_P7=TkgzAQ=X7B-Na_(7|srpekK4zX4C{(Q$T^
zxWPpSB3^$w_yFX@>O=fDut5e~aE~b<X|@M~2Zje6u2`K(-;v6JTze6B33nTJzgOc|
zx<5)__xTaGGwr98%5a?>pf(~aMOXgSUih0)&qZMK4#>hh<!E2HKGENSJz_t7n%O~O
zyM$ffbc0rR2W?n<0Xsu>Nt%jszEZkon^V^5ANWzLims5Ikv?3(f*=Jt1+jBj1~zR>
zpN6lM_IUh@0Q7R8;iiR_|Nb!933<)s&>s+;l0)*Jis1c;`-H(K6O6Be&~iYO9n4^d
zI@zOer_7B(J5cR{)eE!hzj~GRhJ)RuRi9pb_4p+F1o=kwgNp~CM?#rL0FxlbAWniN
zNE$O-5M3WHD$e4D*rU0J^@#K4=Ox)m@MH8G0VYV0Fc@J#N^h4&YE0D_wKl{BaPOJ$
z9%%6A!?`eETE$ugTPwQEx=g#|<3MqPYEAoqd7*frh;xs?8<*QlyKQ|C`1T1vD20p)
zmKiYJ<J@Zlq}YrUQy{Y!1G{vdi<=U8DcU(Gn-_b9HzJJNr8uPD4r`8vp)t80={=yF
zlPL}dwkN5l=i6m*hhb!b+jBa_=9E>x$9--Hy90P6wqKxaNUkz*aYy}t-w4xMYt;zN
z76=<#amL*q!VO(p_U}@U6%(*v(2Tt%B7LOf09RL!$Q60HBeVePx)G%?#>NaCRoaZV
zn@j7%@zjp40p&d#gtM<c^zF)h3oKVaxhBFpK+vYr9Fj7px+Y9YSG&X5?IH`%rMyK{
z3_mI2eZ=^t`Hr3vPC4{^{L`841?Cst?T*+Ad<s{eM}LqZG9)gWulF5WXw(N$TNE)R
zWlr0J()Q!BFLEG()RE=^`2&M9xY7`nK~gu-96Y=NM8_T3k?v3h86z;7Zggtl9qfVT
zHLu`GqZ{xNI{9unANNV{>`)psX>>498~h!OH)I#$HSR{v_xWq-Y(n1|To0hD1-Z5X
z0I!%My8YzAXMiODNlpyFvjgyC39?2Cn4A=Flo3|jy9qF=0V6*$fXfs{oL6Mjw7(|}
z4px4&Pj|eBOb-1S!UcGnyTIca)Z?}^o)6y(0eKtrZs!ncYz#FvbzfZMuAmr~xE4-Z
zOn}Ej!!l~spfOFF&rfsKjL|GXMgg1!P-U1PcS>8~0HSaKU>)YM)h4a(yeKH}l^4?K
zgOE8&i-TalI5e1<6ni%~EYypB6cc?16Ez&y2##cA%KmkK?mj8DGKHJTRfpbBmt13-
z?N({mBu`pLYR~fz9|e+So3xOW%>1cwN(Gr%p<Yu^RfD{_kf)H^B!QWjg8o;aET8~V
z;=i=D8BkqRr;Wedu!jRo!Cd#3Kf1GtTHh^gfdn}Hu;D!<fI_KqQqoALCUYwK53R;-
zE*}3i13-=%ZlL6$1)#SCe|(t(>%vuj&P;5y5|=9o33KmErS7S&I$tYi-@lbPjz`_}
zR%U%2zY*68NIJG;<yM&M7!%jzHO!o*4kNKFCVPF$r(In%87s?OoLg!M+S&~TSf!gn
z`6iQo!PEP*-&P?@`?UGgj>;T>d7hDO<IyD-|M+wq0A`z<N+!~g9i(sI;bacCsdCp&
zz~TDq%=d*hSfq6Z8=bVRn<l;Oq>OojGorc6x${DhW>fnDgM2yK@j;6U!}UMx3_1y3
z-0=c^?R^kb6|RG#kmd{W{;t&I{sy;|{kO{c1o;IF_^JP{;zJi*-@W~%Qa5LC_z3ws
zKQ7hMTK|b@y&9j12}dQfgMvf9e@p_@vc>1ho(Ylz2oGS2jXxP=U|0nb&u&q35CGj4
zP%Pc5Pv27ew@-@HcQBobJrp3WGB$H6x)r|F=ZxhYRYSyct~>qh9pz4Xwm!STaPOLd
zIrM^7aGJ%IFNXeHlt49FOWXsnexvKaBK$&G+(J<@Q{$R+{U>6e#c<G|S=_6iPp1iq
zF7-D<9g!wMUGy46GMkG&UG?u004v7#9U}=HG$bUxNIMAEB#`1(o496?bNlyTSm2)B
znUbUHS^X&^&|r7kikP-)ueHZH4m5ST3;_z0>CI|ES5+<c;Y=*fk*(QVYzNL$|844<
zZQ0@Wybvxi+_gDv<;AEu{bnZ<t9(x-C~G}19GE4ExpWwoUEccM=tkLW&2>Uw_!e(b
zN0PpxB3o%GDN-E(I)Z2jX#wKVAQ~?>pA1Rh5rKB8j^!!(9ZsEHWFPK+pK-iA>X@%^
zqy!0|66lEe{6Re9{cGh>aw<rjQcbFZtlyx$V$&2pQ%yvw26=6Gst36q9t~7E>JO->
zp=$BX5TEEIdP$PUJfnc7qf*lp{|C-IBh-;up$YDUp6Fy9?npGQplls=Bf+771*j$<
zYARCI6zLp~OgT!ETjQo8U^6QDViWE<))9hGz8SM7Xg>t13y~)DY-`}Olod=oTi+>5
zJZ*47QNbqo>_UCaeY$6O_5BCxK>AU9YktYxaxm(bT~$brOUUQQm=jaMGB^uoCld9u
zs)x0Z^D)X?CP{BUMXy&xmnxa&pXQ~x4a(ZoSls(~CNeIrSq>wKpvDFZ5v7ZcV^A{*
zB`GH*DIY7N#Ylpg`N>p{G8S6hg^mf1Y6BIa$;{9YAyVlKZ3V`0u8xv=Uyb9}<#&@9
zC`z->lNiV8wKhm+2P>(sfzYET8mSzasP8Mn>=>%->Nz$i5hJVLvi8U2_hnFb_u+x6
zQdBdf$0l|(=4##f^@Y_s%dsDkVmW@LIb&r2yUgIOAaQ)8>`K-4f8hAF!7OuTXh5fF
z<Homnd@p{6hd+(Qm?<oKPTt<^C|4h78|c0`Obv4JVFHe?;|VhZ+J5oaXNglB%s0s9
zPX)Bi1ZEHBJRHHXg4_^ySmD$Yq0Wp$9`G3MpYkWRoZs>%+#DB~%q(V5(`2g0V=g~!
z;x+$-9Ua_>XJ<+dU|mzHOP+#sI0lKH9t#pY6&a;}zls733^UL1rvufY9hihsN%>Yy
zV&k|;Gf$1+oQH>wPh}Iq^oM|MH-YXE@ouRKHs~|*sN?NKPY&qzY(9>h8?$GU77aP3
z6P0wDUT&OSId~|_#EzJyWTTFp8?sr)E4Xp<LT*ul=?Fe?ezxrRG0-{cfJy6sKA7ru
z0=)VJR9xP%y#m#bW?wi$*`=^K;GJ@ea4_Pz@NLEMPR4>yCFxuajoj%F8CDy{EI}SI
z9wGhU`QC-gWfoUT1q|WQ+)Cw~qfzhd|4lBO-Q#bABwR_`IdH?saUD^bbKQ%V9SEAj
ztGRH_a0Nncp1qb4iP!C%zOFfp+`)}PjK;-6#HKCcIXw22cXHwgh{cB}fGq?aBJ|GG
zFEYTOx{cH?*H6_CP`J@J2^_0&p!NwhE}C)u?XL>dAmupH7~$My8O1S~)5ydfdTkrL
zX&X<-qTtIE!sEF{KR0)Pb{JbU5iXUAs+tyRJcw0Jr&h=<nPN~PvK;z+=7YKt3w{<7
z{2(pxX`15|G@nIU4}-W`6ZA@*yGB`03VC+#FQz9a4pA*oB}ah-sntgT=C)L#|BTp?
zV(EtHk{feREv?c{1(%T+g2z`E;5P-1mIkRv=LJ;*mZjlGdB_RKEA0$YhhT*|!3_cm
zg;ZuRil&j@tp<nOvk36E6X8#1Eb9O|(6Y>D;co$B$W*`?a$RqtNqq<A@mKk1$uhFQ
z-F9`7foZ6sXhFdeJ%gH*@*}B;D&3ai%X(?h8%}oN@jp7J?PpN*KX)!~S+wM;Uf&1$
zpe$7b!;P(lIGht??<pm$bL()jb%FE6=F?PN55g<bka2-a3c#bw65Ys%UdYUZ<d5No
z9s73RymrX!XCLk?PmdKEj&wV6ppK1pnmq8oBs`#&Jxm>Kr<s`?A=w>0ZFBxzcR@xj
zfSacOWjxmwtLvs=5w@}QQ={u4ZFi^>K<E)Z2q2^l>j7RDDfAl;g>e;qEyPWo$KnGB
zgbp*%y)B}N7)1{*@rnwVJbsGw2GMI<s}dF_lFwm5FqME%8?&{Fj};iVS)LW(MxF~>
zGw2c^vq4GRb0}ZXm9?!OBt_Vx)WF=$5%Cx1iL_f}>bt22#17{z&6kBc8O6+EOLh3W
zo1~<+R?O3E7Qxl5>39*Z67x0SoS-$$tS&5H3A8kf&iZ;)=6BA`w<9S5&lafwhxM!6
zzy&efol98eQnz+W6;nV4%LrqH^6SG{8K?UC0$3HIVS&xD^RffTxa@hU3r0F2Qvs1+
zLiH~wIi41TXf59z;rSDx%mu;v$^JNSBZ~Wy?XTkFIz|gf2B3B@G*G$6J|hk7Cek|0
zEdH6xi+qnHl{kr{{D_oiNG^$rhn{vl(|I=*_rI7IA#*w}%o9S3PvQ|-`>vl;Hbs2#
zs@r?`?C@%ivxvYa2=YW!_@oBDi_;PQV1nFt+8V0S>e)UHSy9X7qU!H$^dBl%YePlq
zo{i5-%bO%JOpSIQ=+3IG^gKUaDuA+54JqBX?0WR_{;}HF*+9p{&Ac@@bwA||9`q7Y
zijd1~-mJA#-tS%qI`vPTm&6~W&048dl`8~G)(9qGP=uGeK^H^2Q?fbI=!ot)CA6#;
zup<PdYkP<{NFUnud9mrST~1<aHS~R=ynZPlD)8Y8KG)s(-X{G7y#D@`OFcEPLMM)n
zIr_IQ((S>7W1C#>-zpfJtwcvyKSe(-VkEn`nzu0QkW5Jt<QijNUW2xU_#u4<V!(0f
z%O5)k!WE?$H$gfhj;sKRh7QK#!AGg>DguX}1q}m=Mgm{}&J0VTFLtB#HaO_zvH|^8
zk8BgUvV!Oq2*CJiHCU!cmM3Eh6rf^|Oy)BNdK@kNMLOi{%j3VkxAMrPGD;ax=!qsW
zsSB&j-HmN<y}DIV`21u1K9g^V@87r}XGTGC3bQO|O)k7J$vAQE1cK?I`)6oR_{M5`
zPW1+BJfidBX{DH+rMB1i?)F0G<wi-y6(oRm&<|Mb3abXKTrmpvbrOYJ&OJnMSGXke
z2t~75a~FkEHu;}hIfDZr1{t_z5`K9^rU??dp&@!82+kzDsG{DV7bWF3cHVHg*XF>!
z2IwH<^DyTXJ+p`P5~nd$ZQ^-**i;>DXVi=8koSRs7J}`Tn6iz~)h?`(McwX#I{5Eq
ziS@<Jvqc+6N^udJg|mV++iWXmCR)(W^kijSaid7SpYOAJAF<w{;nzjMG{Umj3m&~#
zxDeB%gtoUJEjAv|_*#G&EC?><eD*^DzuPz&2T9Mo4APK@m}9g9-DtCz+*fwF$hGqQ
z#06zhIc;xmzyVVJrt#BzcSR)xEUc3O7u;0hp-yhl;<{3*K;t~UA{jA>q@?r27UFsd
z34u>AKfx~XnCv!o243Hwav&o#WqXgza1vvhJV_KCgy)((VxK4*jppsAlpO(B8I6Xq
z$C|XBvMV1(36BqXg?hBtKl0k?D#TAH%??83(eVEmL^|b_g&nS+jt$jfSpw2!y7cS$
zCprrV?9%B-hOZ2@Io^uElecOx@#oNLXfk(L4K`#}s@C4lrVB<L*70PaYkPm2k2Sb0
zHsaTp8MHcuI@@$he2=#?UHUKod10;iG{s`Hesw4`F4A72luXE&ME%-qpF;Ugwt;XX
zL_Rv7De4fU6KHd`$+CzwtGCG%Ue9wdyJtnSLjOMUE}J$aAS=}?&s3$TOIS6eUnL5t
zm3OOzKy6fH3}7;<MDrkFzr*mqKlvuv1}!JTdZ&=+_oJ23M7*TP^S(-Rs&zIX9wLV<
zuI)Ge$z5ks+~MGnhph`NkWa;GfER6EogivOIwLX4r3!0?{DV~1cOjFyna%zDGCKo<
z^NRmybUIwS(@*prs<TYC-{}_S%l_|M;l$3D(At{Z86oY!x(kXaFYl+@_osWO3*r5-
zR<HL@SJ3ev6Bj^}v%Y}#CBFXiV40D5;Ee22Yo)%S^ST*{KFL_8-BtE5CMYwGka}!a
zNyX$IY+1AsT*2s&#K|I|$aLr7f5P!0fqHlaIgV;fBmCUSuKx0t4B`Or@%W@vMa+(+
zt58h=k!`FQ?4hQEsa95Mu!N9+1O9GgC&&K6{`_ZzDCGvQGyUBkW>r3ImS;wCHaWdq
zkE3+gI(!Uvm$wm4HPu+1bpJ-5G;uz9d#Z^Z_rkD{s>1eRuBRX#=&(<@&*}hMjt8!}
z^j|2Q*ZCHt7Si{I=%&cB6A6TeDTGxE6dDWBx5#JP`K!Rg4RmnfktFAj6bM3YsrMQ1
zh#zuy*;S2mNq{H5-4jB<hGBN8b^%Zo#njEu=rqJlvm`D2<CYhXnHafpDtQ)XMIAjk
z&;Y;`Kmq$5GZUfsrT*w99B5}xl6KJj7tY=RR<s~m(>%6q+qP}nwr$>H>z;dT+qP}n
zw%zBwnR(qaotgA>vXM%qcCxD~*?+BF-@m?_V=+&<F*?)RHm08N;81bk0$U)sYeKT(
zg0rGd5&g4)xmPtnlO_)D44nea&!#y;q~7dX=)4Se1UuWM^R-82@J=`)LaK!4?2R=g
zH)o|7@kDzP_x;MEy)mDXL8v}*iL$tf=PqHk3R@s_n};Z9XKA0IBLuN4hd5>8I^<Pn
z7_OsyxzDzl;9qD%v$`<8Gu;8zx#z46I)HZ015-x09E95cM#@x8PU*WSa+T=tVnI<U
zSB{~u_v_F(LXZzLz@gkYa^Wa$?Mg79Vc9Kl@s5h}U_AVlp+(LaiyC$TMvNE)xufV|
zWhCR(j%Y~MI5P$iK^kaH=A)uEP186`k=v6*4E>2%-tGg|f&T#0AW(>aT4h|R;Xm{h
zCm~J&(966r@>sr-k)4wcE!@P35=8@!pkV+H5A-2sUY4!iXr+4`@18CDX#Rqw_xQ=q
zu@C1z^0=P<%B#WqTqsNO#}gjLIrla(+G2(eK(FY<wXgO$XFuk?_NRI5703T}MaC06
z%ZDP=BXk}d`G%}4Rd9$_0xg_osuYt|Dfjb2_yYoJ9%P4T1CXjDslqdY7yz%RC<OSv
z>#2yqMj;X#+yXKN*P~60L{zTw(~lgk44_R>c@#G;hoV~3svjfrYKUMxO7jq<CdKnu
z7MMwe%|QRYMpB;o@dR6HL{RcO3tFSwR&8AvRXJYTrVdZ0N`&n*?QW1?9J+izB){IA
z=9knZ^Xjogj+6qRg6$rnkitZDe$zQso>nKj<YaDaI$g`NruqIc%s0rtH2^@XwGZVa
zxWRsdy*B!Ds^Ke>FCWyhGcxY9*Ub$!1}eaDd6k+-*iX9s?F%~<3U1OoI#gi@oyT5!
z1z=yO^kt11#s6WB*}Dr2M_wmG1CLXsK*bqqNT`}14Pn~*X^6~G6mgJj;6WM=g$#4V
z>7_g7fYpS=mb<Tk*@qVrfTDwN^1+(^SI}oW_@OU-vOFgIbtWJyifBSqRCKYoU{}3S
zRV+MnUj&d7T{JeALJ7bOMHH8ZGEMPH{f@0^o1BZ#FlevkQ)^dw+wAsLB>mTSB`aRM
zs}yUTq7)P--MDhZ;K9%yR+JuW=y3QSAg!YpJ#v_=Z^JD-{vRu$8hQ|zIHH+nUZ*>|
zd(P5nlE@>=+%9JTD;%w>7Ts8pTt|5D3_rBZ3>N=N0^&y}p=09yF7T4PAF*!bA$Ec#
zaKfbgIZ~Nluhwqj9}rL9Z)#1o8L(^~_>1}kDgV1~jLeZk=r^Nm7Bvj&ztRV=tdlqc
zOlF)Lr5aRh<=CvUp<>3$lUxJG|1$pBzT<|5!Q5c-#YSx5KRCif2)z758d~L~0$ak8
zYO#Ma7ND~tRn45a4Ew`ujrm8_fP|{oza%@*CSO@$!ilmO{0sn4i~Psr6=k2GUSP&9
z6cn=;ngDeXt4ggX>Cvld&V&t{MlEBiQ?~*ktIt6g-F%iic=aI149q#xK_{rshRFdc
zSQF5+Yq{_wT#uS61(K>tvS?l@c*~5f51Ye=d4??CEw~?;CInI;NU%n|ELm!oQ4vH7
zG;486@c>n24uU`2xv`HdeJX#dITg7{YrM=-FDEl2>1b2GFvVw`X31|!5p|((z4BdS
zsI=ZF(pX}WT1sOOEMCJ~lze46feX$#lUJ;QX@ewX$t|t3UO536EvmA;>*7a9`RpU*
zqG&y3Mxk^KTx8{4IROgSDAk0PzZ3z{FuZ#~8Z<pK2UI>{ym4YkGXu!U&H<1tpKs*M
zKO;9N2uMdkV9nIj7J4>g&IlAf3aXEXnBJh}GKrzVaoW9QD2mt}`QG?6#{3$mIk&a>
zrl90GU8LiRv-)NK4|3f0^2jC7+v`2Q!}T>deXJSY*83?lHT}GILx@0?R<0Vc-mblk
z>9WH`qfB12SVy?^qFq9(ifgx5o?nbpOnJ;Eh#pCR#_TzXWC1${=@^A&v|_Vzu#FNF
z*(q6~SP}t(!&>j13X)X-M8lF;3`>RwixumxUIFC(!#4&i#XndKgyLd*)TMLi{9W{B
z2oReT>@Q1+KaeIX!xo)~E8#(7!3jzL$EcMIInk;CULbWUj=;n(9bAZ=VvX`BaXU-n
zZJWZ_^swP<U#yX8Bn3+Otu%Cr`f_)kW44#6;kK!HH2t+(iOOZqkSgbbvG1hWH1B|6
zC{ZdYhM2z4j@Ju68k}UL<ZM@~W3$*Zp>`EB3!dJBhhJy=1<?4{p4n~ZKAg;NN#brj
zu8!EfyC51e!o5a`@xWIPBZWwDk(JEb21IP<5IRnfCg75!Z%CzE$pS}piqQ=i#s?bk
zc;*?VAQj<;lWACtWLYIRe^qvq9#%y-Uj~?bwR;UR&*w|biD%6)-ZB>@(oyb0PTL>@
zx|ocxbnpEQa>O9pdVd%p>#^hiiQLPgoqrx;hQ5V!BWCr^93a{BvNnkI)H>}X2%H{l
z<Y>N6pQqGp>3<y5%?N>y5_RJGW3_WXPIt&}J{oPe5_3HCF25|(^F~zJ;v2BJz&?eP
z3tDf}eF!n0+WGe(KG!CgV1!|>VA(U(YEg=rCpRW?E=xQza_J^ZJtabm;MR|fy4As1
zFp`DKzavkbY5FkohtwQoywUQ^um^oCMvetk+jJIE_?K5*eq5qI-vqp2KP5p!KYfWY
z<f}Qrxh6D$80;BE?~;js9a?2dqh0UxnDmb?GqSgYJ?nJfr}AL7wj0c4&$?B+`;0_#
z%2(qTIY04=eRDo3T(xrQX^boHS@B`l+6xQM!uu)9Y7w_k9EW1C&1Aze#jj7$MY>Za
zeu!E~<Sxd`SQiPv`8e6g*aVS!N<*E@6`v_rWh_h+(}DISF0c(&I)26Y5prjutW9*<
zn1!Y~ZY*FJMHpiat}Q4rGj$2_OxDPoGD+s`j<PV7r3GQ6+C?bElS&Ex1%#?Mm{_!N
z_iDy6FRNQmeWFHLBv(e@1^Ya!%+4MX3ACVC)P^?QTe;Dysgx}ab)h0HM`4--uQv75
zqa$Ta#37}#GSn`M$VyDNudBV0TV=7{SZZmZg$}{fXYf08u5x!%>W2>H({8!Z8L`c)
zf!}U=E<S2FUW~!rYAyECx~R0CD8cRD^d*mL{;94FO56?0%eqwc@Hr9x=S{Qt_Q}7F
zg<Nt{8COxrq5;nGDxNDyEhV(`+R}cCD8j=UWLCzoRF>G6+pwBgS;rQoc!)D5CY`v1
zRU`_mP^4xWqzIN3DY;zCp#oOnQ9#-}eGKHqNbH^{Q>2z94$e{`A%#@6>_-gNXyaag
zD&c;=#<M4_RLa=UL1HuppaIzWGfWb9UOLg$!aQH1hz~XimTN+rVyz=GohMDsuhKu~
zaRws6_r6yu!mMNpB63v>g2(v<2vq|NrSJ1OR^$(_`!A8LCHF0Oxc`n*S}kYo8)2DO
zbJb;{a8JDohSaHxIL_wmeVjMn;UaccUBiE)KC-fVNrtN=-DN=Jr&GjAwJD7M<QQ=4
zq~OI{0ZgG)>_)nT#Wpx7J*d-l)YXzCZb})Y6@wAJp>Y8`i_VLLWR`@Jn*M<ewP2xi
zo;mdPui;&YV=2POh&BV>@pL1D&oKj{y}%;cTwyUc>>5};GYfV&p@dTh)Zk-Y@-N`I
zG>d+)V0^xBp(^$Gn(4UaNJ4#G)hfULua#hJP4yKiSLhuPCffNob&kMt6E!$4&KYz=
zA@e*Y)MDv~getJfun!>-dDxqhvV{cZ@x;VLN*)bF_adRdHV`~qp(-58GYx~#2PM<l
zYExi#9w$D(TIX)Lb<f($lQOcOlxcdM`*dLXe9&F@$u)JlQWJSJ-lzHL@9$0F>&Xo2
z8!ZJj4F&Z*Oy85wl#z?&ZWeKt3$Zrw=~3KNesX&=Eg#i3^Hp5emCnw6U#KsJ**C$r
zNw*$;`o9L`PEek^Hq7}z4={HM;LJixIF5n#PGbciUakh`5{iAhQjcTR$y{`OsUh`>
z0eUUqcMl_|^{m|)di+n?2a4xUN@X9?H;UbH;pytB9Xm~Qm*eh`yON)97ea9C-dWs-
zaK0m$@c4ZGf3FWiZp}L-s+?!DIP*!)eajM=&0^c;d|>sgj{_}{Rjg`_m;RX|(?Hw?
zvRFlji;uE|<1y%nxmYjQgGh>%i9A*mmqI8Rs>ahiTN~fnuRUTT+J$=hSp#C1Ok8)w
zZWm^j=|b{=G2Or%ZX3BQLz8(aX0V-WTNZ%j$-wSH+}&de;;|xOWCKJ}5*{A-mgF=(
zZ*P9eI3Ej_bc9|)fBkwO545u|+_JHpR9WhO&V$RG4+Z<fh1}@fU51X6pG~m~MatH$
zfbgu?KWN->ux#taSY5`H&UM38HQ0-@ucaVH9YIpNaoK^;D6o|E+5+1T*oO*L<}4eL
zIxyHs7^+Rcfq7skf)}vu8@y6qG1k>JpSIMCELyT+NfxO^f!&f9zJj>g2nhw1f|0A*
zrc54#M4<v$%Z8&?$x*5yrGZ3g7LbwjnW_F`e+6{G<|Zv+4HtJ^(?JUGQfV1Rl}2(v
z=-CR<$!|cX7ew;w;C}wox&ml&Q1U`_@(wU+{xL1(o72~W(Xohb%#E#StJov0Epc@Z
z$P8CsD#5+Q)=KbmC?wj;*VPU_6w1#@$0<r)iE2AJ-p&R+c^{Nss(NB%QUK?XjCE2U
zgI70i`hat=)}SwA0ur=xvR9&yS#AI$Jlt_-uYcaq$*W=@UL2yq@YLBo^U3&bd4kS}
zOpmwyVP-b~d^G96@Uh&Cv##msh*Pv_->WnOWK%v@@@*+SNGb(%+&WrOD_*2Vx%4H@
zOGP?Efh>Y&F!k{7mPpdT19{+<NFGD2Lh<gOVq^db5Beb4ZJCskJ-{{eerl{W!OoY|
z;b~m9&tCUv1VHb7WsFcgg%=$Ffy%Ej!$N>G=y*(Mzo44~ywabY^ZG$WWsT`Ki|X8I
z8q|q7ob{g5KR&mBffF8MdxjEo>9eCPJJ{MxhS1gD-uh=$i8DI*>2(*q&mVVlQPl6-
z1?wJeuh499xFJe&43E+N=b18@l`?8=OJkS=cOaAIlu)P*I#Ifn^u)SDW}Zqc(Qu^X
zt-N}}rHaRc9-Z4TMPND@F{ERLL(7(8;?eQ>la35j)=hAi{|Nl1bK;K<mG51qK~!kl
zGPVYB<!&!v`H~4pSx6Zm<rAB7^OXov>|w3CQuvp$Q>N#m8u=&`Q5AfeYo1|_d~FvE
zXf9I?Q0f(n0H6rdz^TQT0p2_%-|FQY$nS-ymLQm#6gdrDOECIImlI1z4GJsp^lM*M
z7qKtI_tTIkg(Fv*E**IlZ-r+bD$1{j_i5x$#fm4jTy|WIu`bN<%R3CMhKy}l*=5;F
zo9>W9(a4Wj7NuTr+sZpV&74n9WRsk$@Aqb05=)=-R5={KJHsfWr2&T@f9;YtPxJi~
zY#hmE|G3J^>Dg}Q`Ah5+oGd(Qjtz|&PpKY@n)!7>GZTO##negwBc~4D!VweNMa%qy
zQj7ja5*CaejaS&n=|VMUNfA3hK}TK9Vdu2T?x>@K(=@jPu{q@D&k+9b>8AKB6**_Z
z5~p{lPC6!4SiXmT!b$tH53&B<^|78p>Ri#0e&EpE(oE(wEDhOxGg;)E9hgzm9Ig?r
z=ce#Lo|=%ttnmy(K&8q6#RLcQxDSmml)9gJeWcn!w*9@I%$i|`vF1U*?916*?YI3c
zs(muW{|`Q~<7V@44!_I!VdrIL!ph1M6JL7MZ-NcSc`Bx5%kjo)_f-|Z8hX~5X8lMV
zjVY#hsLuVi(x-zpX`7VF{d{b5RqRa5G0UYS=s*@tIb9>DLb54nh19a7!a<4cU+I;~
zL_JuTR4um#YPs9Kje~9Xl2)dWRAx1nB`NKk+90~h<4%aO6{vIPbA3fMbG=tpjE=o1
zg)-kN+r-JbPci_ey8BrOaNL(8_%J-*y%M>e>(V{2^Rk-yPFxLp_v<7%J%4Noj;~oy
zd!DKI>BB{{eGejq73Sr==~|p~E-^0!-+mXyDcuR6ZUjt?>A{su0aqz!H7bpkvQPRh
zTinw0{5=`<bU&SGXq!}<#2D-d=QxowC|*IP!Lcn@mR1o{gcZsK0%(?+r4vHRF{^FU
zJF6tS{7NBruCc3NrpqQNXB&#S6ug{R0<`@aZ5fa7P3H_6x?rKXD8VAzcxz43cKAvL
zP6)t}=vqoDEc<v701T~RVF!Nu!O_=FrEi|$RoyIhnD82=y8LSG?Jzc4tlm1ub@g=I
zjwf0ipF?6ahkk61)jE^&#J~yr7L(6ONAf^5m`5~N<%S{=*HW;~Via%yN2$GGo<do%
z!X9q~w=MTo<rE)VC`9STcW0KQA(P6=VB=72c&un0V>qKh7abm{WGfsB``=p>idqjY
zZ0w{wdv+Xvjpbf0T&q5)WI(g)s&9=X<%IoM_w!G+lHZifx((OH0gI)D$%=^gw_>Nn
zKzL~!r!9oO1{)$iY}R`ddQw!h)Ma;IjYv)UM1w|1I*J!y9YnqRX_SG<v+VL!o_=><
z7+c?uKeKwD*<F@`S9J<VX@M>Dw!9J8uq*yepH;ST2X!AkUbgcrVPDVQD+f=G=U3iv
z0G**BW_9cUok)swu{VO0i0_zKPeINUgOO!ESXNk48rpdr%teHz6AW}~8NAUX*ojj^
zrK5d8j9G?FR4Hz8!^RC8TT;}gfYfqA5<!$fhiLxQWD|x+z0v!;a50JQgBLbzb9Oao
zhM5+1;mcEMm$hb^EgCzG^$(R8fnbn{hsOCEk|`G%-yHj!u*+u;N>X)5#9mK_by89l
z^CdEA=)42@C+bbqcjmd2d@1jp7d<sqx@$x^>Y^db+D^|~y?rG0iX@{#QC^tl@3K;B
z6m|<zC8&sjqzjcRR!6k;)|sg}{Na8N&X}|j1Y;1@52TpIqysqw5o5ySxHzdtjGLW5
z-!J%YRtGm~WVl`{TleS9w7kxI?Bpyd%OHPmG`Wt~i{4z{6$>8!riGAKxaIivK$~yA
z^&g=3!}B(oOdeahG5LD>9WBQE>p6b!7`gTgS!XUHNETC&#>x0xi8ghN48XMt3k~Pc
zWW-CQHe<AnWPj{8GVC(qwMapZME1&7t<y3BDoJBd!zN_Q;5K>+w`$TRPU}5o2_nnm
z5(Qot0dZE=twMB{)<_(rk*zapIF^N_wj{GYwoGTK6hkJ#{z_wf%%3o;5X%QtRzE_w
z8lp2Iu@q>qs8lTg)AxiuMW3Z^O5K4FZ<1~lKNtUJyDJ58D~dX4Ag(<tRwHX|t*vl1
zF8D5LusKZ8a0?{7G=3gBa<c7E@$i1#{OVZrz>PhB63Fx$@0rY^1^sxpBU`zVx{uM^
zd@?Ep2zMueNFjM+lj+s;J2E^5J$6184@E5_XJf4BW!Ky!>Lz7^W0c;c$3vBmG)xf3
znJ@wqh+sG%4B9oTi)g0Ftv%w@yRDT9NGGT?5S0u~4>Uc4w!Q7Az0{^L{G!T=)0O4r
zW`k;_nC+xKv&FR7wp-TcEY$Fmp^>9B`zlC0(oz?dDpciO2dyH5CjoOWq~_yJ95EGj
zvUVx8$QM3PKGG`LQuSFY31R&SDk#O4Txba9kqo@(aTpBfPPuQ9-3{4ex?!|0eJr?+
zTW$FL57jqXtn-Row8s-*+X=G~?{9`1M((WL+QK0gh^vFvlEXcob=aRNfHBPLz!`#(
zEAu8~CCcB2IV<@{Mx;Hf9YEIuRXIkQz&%{<3B1i9P(=#Fa@c|ysmMQz0Gh6|FnlBo
z8-Uu@ko<M^DFG)S^d%sKBH=_004bU$`#>(XAlI_zGzuGVy|ZHlRCsy>G7a31)4D(d
zXm1KFapc0Y&0nt*$NZT;-}39c@nJHYv7EY<gZwRbk##*n8%K^e#bJ0f(Wn}kwyqf}
zx;};38IFt^v2GZtW7`%qlM9_wncyR%#YK2_hLX5SiQ266gEm4=(uymWl*GnSH?X&e
z31e3<W|9v}X2X)6h}*f9r#7J!DDO_9z|0K%DbX`rhzz?#28l^Z3>f89rhgEgic~JB
z!%YJ2IEw~Oq~yi=mu@VWik@JYl2axz0m=2x4l(0>oyboMQWN5fWv&aB^u0OqZPa`=
zNGu?S96?&sT*lHwRH{i(Dio-_Z8f8MylBvqI_SWz)0p_y80?2Nx(&1Zl~%27hO7Ha
z)i9%|a@=Bjs_RXX*asDUJ6BzTEN6Rt`CWMkG+Psl?izbAk8a8(b$ZWFUpL?VyGPgz
z|Iewt@OWt<9f*$B9Q!w=WIsb-t7IZkTrzd}D9sa5y<DBzPwh7e#OVqO{Y6vskd#I?
zp;|>Wb&tv_%>flvA*qE$f`f`0vmnm>MIZJNuT_N@uvY?<He-0ssfxOE{F|W7fi%$v
z$Qs07#J;YqWh<P)F24hU%~d)`%eR6e<~ilmZszS#aPW8(&#0()T`uD!QU{cM6)<rE
zI{i&cV*Jxw>EGn3%LKvvT>sh|Tl_Az|21D{OdU+Pb?0>alReYyc33$_%=lnS{5Ua(
z#eSHFCj@4A6skQb27GKBjaYsr;9VtN=);RBl2a}Zzd*`BhMXBnmxYvxv21Rm${U|E
zsdm04#j#6S{`VX2kmne7aD-C>K-MdACh|A?3t!ZFDMun9)X)o2fuxKDwsxIbZ6Xje
z3*TU1E=I{;A2aHx#K+nvmH_DOx`*uk>2W@>A+)pUcvT_Yv5^tlGD*+O{apF4&H9L;
z6aA#e?Qmly8-myW@Z9|6vV*(AZeSJEdHqGc>qPdQ_arq>%nj#KK2GPflfQ0KaY(Ny
z!&a~SAT%S4b9_~5%Y!*}5^m0O>dhu0HtBb#+Lv<E<6o#mtPQQsX*c9<;IGU5t7a5e
zK)f(?X=$6z{t#HN{z2^sJ$%%h#KM@kQ}^xj+44ucLewlq3Nt;J2uP$<{)qSRd_DMb
zpAH($vllFj{BR^*mCSsRqlyBsG%XGzsip6V^kSeEwEG4{U0g@#r(JNJd#H`WV28DO
zpqAXfeZYl6rT)p|A~9ut+T+pA@Z44}avxLD)NnYJTx+e(!uIxMttX4i?e(m%#zHZh
z$}LOkKCi=hv+QAHyc_O`nEq4obIP}!<m=C|I}dJupwl=3%yGF+b_kf*BfU|*MgFd6
zu!Nz|*ZUjKF#AB=)q--wMGsuu%KpYsAqt4NbbAs&?DD9f_;f`e&w9TetVwfxDhvSn
zLhH*KAlU42t-xF#X&qGm^kArvj&YqW;pwoP#y6|6xtzA(@InMKF}CHGi&=x(=GTd+
z$P}wib0g=k7m-<!dHOFgQC+W$mg0{K41QHwpqi8bYTODOH+q*G$!5o^GTapPui1=$
zU@sTqN&1kxu&Ic;K9KBkgYBjScHgKKUGxS+h3*vTN6*(Ne!5X?R=16~$`dt&YTECV
zwChflQwVaE9UydxJ){a5VmB<fDY!}u{AIpS*-({f=Nd~nrBi5-Yl@5jmj&gFs*?O`
zDVF@lQ7d|Y!XcJLmFEja$7%?3u?oqtiP<R(i-fEvS#l<|Ta`nxK3OKQC&hl^QPPsn
zB!T7-8M>K=x$ry<Lb~QrExY21TN!%jZv(-!8l1<`BIU{gaNB4eVkE{JhgXWj85tp^
z(=Qh)HmF{LZld-!s6@7yoVK;5U9ns(D+Tv8q^$HlUzh4P;#RAzrr$)uY<QsUsrp3U
z4BBEhB(0jHmb?-(EhWEWAa9M;a;7nZd)|Iro|&2auXC;YY(?gKDwEUsP&uk*tZEYx
zCAj%xf&3KhZ25HErDty2l7|LtUv9|P5F{lC(`1D(m`b<?>}s;qW#?QF-bJb^R1Zf;
z3~9r(9BoMuX`{?il~>XzP{TL@LO_Ys6rfIO-!1_$*u-7kMi8CXpynx?+d0-R4%%|i
z{)U>Wc;{G*Pf;H2&=>CE2z%?TZP<rQ-9cP_?JgCvK%DNue8gr8w}<;@sw@i<7rS!o
zOw`+c0sbMmjXhyl_umG_dSgXR$J)NkpD$a$cCCTp05qsK^$k?FJGUjrz1Dl@hY~hH
zmGFJob8Ood=oV^xL%e;|vT>gcEW?<3)vonn^Ie)U1%ADm^eZ-nShS8Ypmqo5+zq3W
z@dV|6C~LVmsQ(U7Bn(@^p>Ek+;qvP@l69g-jMN<xo7RPvvZvK_ZAKD(>wUAk#-`W%
zlFlMQ;YzTW<*p`=Z?!kcH(PL$hUVgSF4d;ThbW-4BO-ewlP!sVE(E(X&VRgu(gzbZ
zBErK9pqTEz)T`8=l^TI}K9<F11P-+$zp<g;ru(N><+~gAVh3rrS}=y=vRX^#Oe1P8
zzE5w<UhMQ#?g1=ME7H<bRhSHwRlngrsaOl=ZuMa+6dAC#Lmc*2fU`L$ctrok_b|sy
znqRs+d)pDefM3J=F#i<xm%d8bp!KM@m7`TCFLJYD^rNTKH(t=ebJbka&%>O}ysP<E
z7)B<ry3HF<v5{xUYy14Ar_tAFS&g)bTd%18L%k=}iuC__`{_Y=dl;MRDYuCHj1j{T
z?&11s>Pc~Xi;Fm>V$DZ~2^G|ZbV^UoOgxvAelg1>)LavGcJdv#zlWZ6P(i^})l%bg
z!%0_QM9dpgE|$xPHB*}^|Gqi->UlPvvvwL+diCkx!U<iJRDK7qpCtu&{85p>rIkd0
zJzepK3?7%f-?@_$#Y+yIPe3;n*gz2BFT{^@QlPufGo*k&DgY9ZSD6DieD^OZg-I!>
zv%pCv&xK-9w9ASv&MmXRN{2g2D}|cM|7nQ425gz|kNV>O_%hmTIo-H5g`Ml!99!tY
zM2jgz_*%I$e8lkN@Yy&*oJuk_e4YMj3J?9(IxO$Maa1i0^+tRW$^<@YyZjMo@*(s>
zJXd8fV~v^R3)2lLzJo7Vo9#w;mlx1xJ(L&hf*ZfO)xj92pQYH0MvR&Lp7KZC%W5F}
z3lvxx<byd_QQ(MSJ3^nI5Nw1usZSKAAA(k2(XT%Tahp3MALKgkZX=k$|MiCpNZkA6
zEYeS9m3Y)M_h>DN#Xpu`*?(`Kdx%Q06=0L*`QX?es0EBV?SH1-7+L-oX*Wp)c_C#%
zYDpDgK{rD?7jZ);6H{du6Ixl5|76Yn6M17Gp#6Ow2kS5H#>(=4;cjfKtZcuSo1n9?
zsh!JzRQ%tNxBn>q7xKpVTaa`yw6Qc6v@^FcCHUpolwC}1)d(1w*#95I8!N+arLcve
zld`D`1-&4>7`-^X1id7^481J9JiP+F61_6L3cabNxrGb8nWdX4y@jWPg{d9Aou!>A
zz5Va$Z0hz~bhh-McXlu|Hl=rQx2N|qb+V`YFLaKXfQ{|9bCmx7qjPM(=-hua{XZ!}
zF-sd4Qzv>c8$%aU5mRG(6Vu=Kay4@CbTFk?`Mod-{}(&Q!NA1F=j`HSYG@1Pk*TTz
ztDv%i>KC{5;-=Y*ZQxn4)?~jE4hIQ%C@xT*-wFYGR3d-^1FG(}l)}HIYlz6$I7aes
zX%JBwdv4iCNIO5@f~fBv84Ri575I<D5=%-WFi~h|5wHD8Z=pNmmCVW1ruR(Si_Z!7
z4)4oc@?uoJB^LqdNW6j}O#?Z06`6DM7D~F={cCC@mzEBZ<8tfBmOX=9(O_9}GkrqS
zdldDjNX?1CeCqu@fP`g8o{xRXQoVJHZg_Z96x3ZbweX+O+uQIEMkNV`lp6-<HC48b
zwnehSWYiSxm%rLEZVi+&5)_n(XhF6?OE%2f)I4(ik_>;-{(u_w12OkmutK|4%$d-!
zYDL)!y~zQYuxn35yGeVd)rpLjty^zf(l9}X;?G882wd04SE@Bg)+R$fZ<*~K)m}0X
zCLNOXW}|TagrG3FT{p%%#5F8xkRlBK;Om++ug93sku#_n&iGXfnbo6s&ad{*Pm)c1
zD@EqBKuV7B%dTbqO-M`0LdGQ?td4|+jSDX<EmA>v0(v4sl?hQYRN+7s6jh`yvyc*|
z&9|^(eBvo8Qc1=?k}oS0715xIDKF5nh}{-Ang2Nbjepb-)zC?{lIY%NtI$0qgi7(7
zpfUDM`W@Sv(TuK9%DK*)=qyt@N)2(jAM4;k+Z*$T-6_oUf<ys5JM1zZ$4(rt28FN=
z64z<gWjs{Q8khC{$be#y4e_S9ba`ihGzSL;cU%%+VL%wvZCn|EpnV+U;vt*mMGP3z
zy!H``k;aeqVNy8G3FpScSPB3JJ6M6q3qoc(PFZT8;?y__4kN!NMRkL0BfV(Wr3DAj
zV!VPBxM)O!MGyOGNUc_eI3W<YfCOEi?p##$tmS1*_(O)St#2lN0!3{q{nJdS6y~LK
z6GW;E6a4|&^J*zLB>wt{CEKun8CR8uOjAUMQSln>WgrCMU+ATPIiR4}gj3lCfExgy
zI>u!}jm;@@;HLT+*=U$4cPLvpdaf!I4|f+K<~!+k-|EhWZ55A|7L<ecl}}kz+JCw!
z+t-o;qD<%7=i{L_71QLn{JWfhItxORJ~ZAY$U^|fgu#460CBU}I@k@0Iv54=ohael
zifc3nz*gIDr2&psOOO_UM<z3jsxc7!!U*?ki83p|GWdy|y6dDvmKz(67D4kWj8Rig
zVw&UH*FpErM%e+0F=pEmoZ*geP$~VaYi_Jv@_i6RODw#eH=kFP`UV}cA(t<MjyB3`
z`m_0NcEsuXE4Vo2GtAjj@OG)A+`AHLw5QAE;)8s14E;bV51Yk_cl_&l)we4@1$LTm
zE}MC-sKJ}HrQYVZEW?~#KQt%?8Nog^HUa!kKbD#nQoXY6?YP(0s=h9!=N>0~8Yl}8
zkGNPG%Bxrx_In$DJa6GZ>^)FBmkQ1!9u%excjrbB5ekDx!{`)(nA(j+GxT^P`P7}|
z;H~Xl^xrP+OW0AD9tg|{4^vMUaPx&Zsg{ZTMdG}6n_swJ$F_oFIc%ktmr?Y14YfYJ
z<2#Gh^L`qvBu?V1CA3OG_jR2?0}*D*CBn8nprlJI9hof^6_DSQjvM7|CS%~evFJ{R
z?MR1*N$jFGlGpiks>rtj_`h*SjSLgumVKbP6oP5MMpH<%FPGT9I3)~s_aA}I1EAql
z=Wl{>-g!N_AsEnhS%(v~GrP4ioT<*N=yIO!Mz8%(3I3hZgeimz9dUT2qO5egN&H+W
z!^Xgp6Cy-M-Q90qY+kDK3d4sk2<0m$<{K%2b?>RJ))0k&$}H$do+Z*l`XKla4phGZ
zfN`Kzx2G~3Fu^A<A1JUK?Z8E*5C9|B&WSu=J{|JjDbsyxZKHD6WNRwxB;PJmah}Ic
z(uJ9FL1ccxxrjgN-(YBN^jDbIu(-O!TJ`Ai2J+Noi+r8Or#_xj#(xEUG!}H#)D#df
zGxso1Q~y};_fd_6ZO)Rje>1Ija5@@K7r(w{X1IIyqrgq|%c3KS0QwT73Y36B?P581
zR~)?q+uA>E_0x6VoLtb0oHP9ERO1XaLV2wO5S;*red?K8QR~st)s6|Y(1EetztGv0
zZ?@4$dVM>n({>-mgDn(8<h&l}!(4})LV6Wzhe<c*8S=){r9Nv=a{{f}J!F74V&}~Y
zP|X>j=IJC2X7Sm>lTtG@qPr%fzs9{*T$$Yo{4#bxiyJYiJHu8N@8Wr7{Ry7mebgy>
zSfei>gaA=H%0%PVaiM2$$b6h3$GY2P;WGfg*(BW=_&DL?eow*qj1_5TkZ56TU#}JI
zA$~C!-c#XZxI8GhYPr7XKHWmAsELxAl9SO*ZJkE2kFO}l-il3Xtw;!&AUC*+@boRP
zk=naQ903}nj8&JYa9W}4Dv6~|sYV{h{{lxqY0~_kWed~)s%+5^*HTpyqZV|sG_;Xb
z`R`JNmWB2Ipz}GInf^yOpY6XZmH$mR|38Gu|2mw{{=cU%*nbtqe>DC7P#7}5{H2Qp
zBLOoD2Pe~i2@Fm~#{W@aEOtS9pop$>=&Ab3zUc72q@~G`F+-*a5J3JBAelmp{}={A
zh7>>KLskGGsRW8FJ+1bD#=G#UgCR8Fcn(%oTL}))twDv?K%db~cGcuzVE$>bGBa{`
z`S9C$_~4)U@%&y;S=!iI+FH8#>Q==?5Q9ilq~4$XbC)D7h4^9Hj#O^hfIg%1ce|$z
zjnK#Mxg70kZkO9X82E;mM6S(kZF8unXTKZiPvJHMr2e#S<NLbHPbS)*;mY(C7Uya1
z9)53xJnc+}+8rJa1A1rDy+EwXlNs$zC*NaF?!9l?sK3+MY1=tJ?tea`&}KUQ(tM*G
zu-@T=gVz(&qB5W&sriGxI3e!3QfY1NBvIG8MMj^Yz5Lc9i%sWRM(_f^-2O!Wkm88&
zQTXktkB*GQqvtJ_DDV~7I{BS5du2BtLbtXPD<gP8UG+cA(Yb(h1<VYncFX}T{;qR*
zEHJzvsziGPG7`dz2NJaBNLE2OzM(Irn+lK~DR%D^U2xv@LhMAq6R^FNa|)g;h+n{T
znh+VX!oUh3EhyV@<0Pv@o=#c(k;?^)XOS9VT8gcd-3zbfcmw?+;2e77U5SYA3)X6J
z<$WnXIiL8>A=Nj7uf<F5w(j`~2b8t)P6jMMy#lOv9j)xny)gvo+Tn(K3+hfe_@wq7
zUdVnEYVJ2}Dzr`<l!=^UJVNDzvB2{N!0mT?fQ+G@D;q11Bw%Md@^1cG&W1h@EC>1p
z%NZs)@I8r~^W5hdu^?@i;C=z(A0=jCCoTmr0@f}9tM;cAo%YO5oRY-u?j#lkNm8J?
z?1e67j7GfYmNBgB_od|Q+K<N6R-NeWhn0j9K<^&WMcO`cKcZibkb3ZBi+RNt9U|I+
zGW8;V^s<3Zf&1)$yZ<1J-1!+1k++V#nZHRJ$=%D01EECZfzJ(`wyeU~m+zT<GJmpt
zQ)5b*#e<KDZ_>Y(yzxsi?^V?ZM$KKFYCgg?AAEZdbz{x^Qu}5;=-v4EBjk7HCJbpp
zXo)qgp1=ES**_6h$sVRYW&6qY*zOukZ0|Mh<Hqcjippdyh;9eKFur(C5j`4!PeHuU
zn-@-rX$**)dyDsUcu;Esuf%+~{b2Y*a)z&NlapSFKRLg#exUV<AlMQ>Bz|Mcv_fj}
z7o+r}!iOL><YPNy?wMf|2m3nu)sYnkfBQ?>oHq<MM!rH`9>`x&cH2}|=`Innk+M<s
z5T>KZ&dk9~Jifw4xTCoEW%3Vc$F9bjO}x+PM?qO0fzkR)p~U!+n?VI`u6i9i=CD^m
zS|1LGcp%~cCntNMZ=HO24erf80lrDGKWgp_d*``dsWBSTK-T_wCv=-YV8U;(7DmvJ
zZ;WmgW_8MTpO8$CYI35h560|bwUSkbXiwRmApL$_!8gS>MX$kEl{)*w-gx+iN8S)W
zVf;vcAbu!+$`t53$$V(2_Kh5qRtdj_&&gpE$s~}Az|Q0>dmfAP5L+Ka8{v85+P`iw
z?SRz>u7us=nYP8h1-=13d4Q+(hLLtv?oql!DhIAe^jr0CB*69^PkHcxb$UeH;-gFm
z*wNyKljeZt$$i=9#`u9{QGbZIM({)3KY%yiyypJcljui~ErueN{W1TJy_gzlTbZT2
zX8HRnKIh#T#QTc#hRP1uy377akcW2U1fQqxJaNa>7`I4JsKaCf%7+)01K7m?n!0b_
zhO$4(v6~NdU2{s-82^cx1<ctEx)pVD>pX{B3R5GRlTR*4<pm)<NHiCsPx$agI~cfu
zxR(>!QZe}U4>|MHY_pe_z)y5rlzI+QPY~Z}rteffUf<dH?V+E92cE<Lcm2=b61LnW
zA=)2u9&|?!tjK$FfsU#psW%;qm0-0p@T_M1!ViMez`jilj(yN+Okf{IRF*;D+AVOe
zAaJ;JcqTtoi#q;XH%F*50cTKXuqt4$_ohP<7Tzb4c79fLTFI>#uOPnFOf6`4A1L4G
zYZ3Xqm@!rhOsK#^pYRcgfiXx!k8<)gp>5KnvFC|1=+#&w`gfpa{efwMJ%siCo?x<q
z^WWs<+PzyLxrR654YL$3XxsPF9{nksiYk9`#Gea8ohNpE<qIOp^o#m61Rs>5W<6Xm
zzLbz=WhmiT<aYV{KB@&}O_a(*tfi*Gc{U+6W&yRS1%Ecn;j_3*YxQ_fBg+GUsXo*n
zY3Zr27CH*mXZAf5<NAX%SojlDD?)@h`vP`Oo?3O~!nTUFek}+T6JQf5ZgKibTgjL@
z6{QEUkbP*Jj#7Bf{7lGj{;gdJ7z+gp576Hv&0=Y?U)^VOJ$62m^FF!AcU6$9HBqT7
zHE2{sSVSBQ5NUyD^VOm4ZiI=RHx6=w#hKo+fn@+rPlZ4?V%>BaY5}oZu}17w9NU&z
z;()bm7^{Seg|bodM$O?3LF6Ll{vofofq#bShat#L2lR$u`e&#B>2IPT+mDVZCLX_=
z&&qs4LMBsLg^4ygRdu16*(+==ZbqtLBGHd!t~;yn{O=D33t`=e#lzV~?nWc;ka&yD
zmBL)*aI2-9$@Jv=ItY71EZ+cH*a@7phaJbomm|8J9llma+s7I}OVKd5enE$Jv&}LR
zH~F#~e}?o$J69{Xj&%M2b_-0HxIHLIY<6Ye!su}OI><Ie+~R4*Y>QNnzH(tGo~2GM
z>EUSnXeTW+Rv^naEhLMjt6j!U4ZcK{;5U}-MDn_XT|O5=Sq3Lf>qtbij8@l5iFNnH
z%p=Y39-#T~E#o>ffTT9=*+th_!AkBBG5Pa;nquO}Xpm3|iw0H<Nn4QZGXARc_X666
z4`KG#CBs%KMsNxyenNQL&3w4rk+UaA!g8@j+8?1_zyxRip3l+ANkqo-Z)nB%dr9<)
zzBii8@DXHD(PYuWJOO2l1A^wA7W2DuIHU*~WmXFSUkjjJH?yq(BmsXrI?`KPT&{Fb
z?ug}xrn6tV0jiO(i$pJ#Am(v$?h<oF#jBXryZGXM7{bAcJO8?x+A!SptD)RZe5w-=
z^70#Bj=g9mE*l4v*U_s=t)Yl9cw<hPZbLff*EE<8m=s6Yx(#4VfTXvsp*Q(SH|tEU
zin339FK6_hmt2?$K(&c@EgMfBn_gP=Me^q6&ygr@*~25%@~4NU*}n+DyNMTYy=MQl
zTN!N*42FN>bIQf`Yxz2Ea2m8<y$NYx9C)&2Q%j*_vnuhE6rUFoxL5Mhx&(Q^<Dv6#
zz5ZvyX<HLqU`!6UpA_!TG<a~4b`yX15N%)o4%0GoD^)cRrDLr*1#}ANt=3l-Gfr^e
zmIb$fA`P@G16CjJ0TQ5qz^)<pwa9E19B7lt*YM^FRXY5REL+gn>@cA#N`lF0^7{3n
zF_Gd*QaX0H9T@3IULMuE-^&Yo>E)<tkC)frCb};y-qL^skhvUa1t%=c4i6u=k1>!h
z&7_uN<qwdWvIbB`d+vpwucIH>aXjdXsR7<@8>R+`hbh=!1>kN-FC)F;mqBwT1~EY<
zDqv(2!WA=v+ZRb`uw%gOzk#9wITO7Mc=z6qEb|JK=djxR0mTB*vmjR*w^ykGmVy<1
zY74}|hW4PnjoFYRCk=RAyORcu5NxnU1#cE~Iy*t>YkJ6yva{Z(i_W<x1_37nO^r7`
z%jRUsXl^~6v*wJA)W6(wGm7qqKO>sg3h8C+*+p^xw$EyT{7SF6g`sZ-le`{~xb!M6
zi`$K-O(m9yzI5L+z2QOnjMs~o7WLIuM-H2*UJ{$zSz-}wMJlVMaB8(iv&+!r-#6*h
z$9XV%twPy!es?|T2DY-YHp`*%V$LoxSqy%!)7IBr)CY4qEbb%!b>kSe9!#8ozo^V7
zEVS8eMtRMT>p#z)>z|}r(3u(SCVtWjIJQm`lYhxtJ;pK<i>Mom9Lz%4ywAo-X{nFd
zSzq3N;=2n7=5gc12C|0pJlL(`LQ3YhodIj2Fk*g6vVU4mzWpb3F?j=(KoL^E!gc^z
zLZ~;fA428vj=gf36(Cj$XtR;|dQlxXZGi{8z|q&N-BYx{Uk+JjAxJBibM>H1*^`MC
zJXnIE`y5fvpA@w6E<>F_#w96;DDn}wD+GU6SK!Iak1(kNpc{>~T&)2QeNB9`ENaui
z-9d>#{do+Fqzc2rX@Ey^6x_MtmH52%DC1rf;<=gT<}T9<Ztj@TTMKU3*3WbrD&ubE
z#qJl_tJm8V=kr&q5od0zqb@CgXLi2h3t`@{k}aS^XUllBwnbG&bi7=vQ*C>sTMW0R
z3dT+_nv9{dX5=SAkQ9HAnZ;eEyV?2G+7BQ`h<~9dV8Vg20vtQ$4JmMH647oUHxx4c
zMCUW+!%e-YDwmO6#Y5so>~Ta2oHvN(p7@^Jr$d+_&c!7KHvvwdBaq~p-0(vfn-as1
zc%SgfLtqu4BCK(k-*>?YyhlZe@BwI&+AetxSVE}|6&n3es5s>HsCvn5PE-cSA}TSk
zuy0gV`HN>D&`ARPrvS4Tc@)6S-4gswdBdGIpukALa<^1i2M_Ddcxz{~MUDgbiETwX
z{xyOBR>jZ&H~0&geLe_Et&2j10t*FlE{l*Rm?+4pZNRozl|r-N8YC$oXe*2rYNVK6
z$URqbi=sURS2Cmm%%KT3PjPUjMHDO~yqmDX57Rxsa9q+(!?Wu>lC?f@kMR}tY-p};
zO6MXPR6(B@N8BzJsut=x5(j<!&h=DFm~yb~A;c~nj4Nca6~#f`WPlSnN&*g{r>%3p
zTk9C%V>zJU4BI28b&g0JW_&k6<wz(HuvKFuY%35!shb72kw~0v55AivYR7?HfCXxY
zC$&Ih<W?;pfz}XO6;QZZ9VawEzN*bT%x@(&KPW*d*C_GK3Hl%EVfw*!1L`)oS{Gb{
zGp^ow*KqQcIauG3g*x6<H5CvHZ-KZM3aA#m!KyIF3zE%u3_IKYD)#+l*w!Yf7QJBY
zgI3mXZQ)kck*Y8Ue*sbI<qi6cs>QC>C)Le%=oYqvWemHR{birc@;#`o;KSw^8e>^l
z>u0!PA@D2IV1W+}Njd`-bPqmsmwv=jc>&2fUR*9q&$H=n1lxyaG}V$9Z&(Ulu2-ph
zBAr*F_&re<EGT#oFT~YT(blmj2Vm;oDPtzU33WtGK}kXMI2|0gGiF8oJNwIjd$1mF
zTwOtgEwd&Up^=4oaLdMkG)*wB#QRWm)k29b_3)h2N+G5~-N_xSj`hz-m=d8<;HKT|
zs9Q$ga^TcQ52OD_4CYv{sS|h`@(}=Gv*|kbM)w4y`|iiOQCNSl?yDZke&B@zY2+S7
z<Ch}y#!XZZ*!tgK^=F#KBHKPohqNYIH5|Th+Q;&*y_+EOfgEsdh=3eW_>i4BE{{z#
zKj>JV4*pNG+vQtoQd}?&CywR7JkHX(YVe@1fet-WUH0Ax@b!N7c{6_xT?Y{l!}u%<
zshrkg%x4#C4<#F~SE<&W+TF_9ZJ3u${AxHo<Z7vxbLpBj{A*a@@RB|v44XItZwrz^
zJC3G&;F*P}qAR5;7QJ)w6saMlYLvfDg#m{wtFYyLMhuuJ!F>c+9>9zQ!41T&VsXm!
z8<b4u+J}}?%o?PPWR@+N2Ec&e1be$;NpneIyK@l*4RfcOTKoHl65whCL5M`c4*h&s
zG1*KcbNqbm!cwwQDud$Wg^=ni*L|<CTpZ~HEiMKS{9F!^c<UIsZ9%{g#v8*Mz>Tz<
z9^SgR_wDMc-W6BDHYo#PUt#5p$|L@tp7g=aNE_nv)v`QE%Bd7Z0#qe-F8e1eX$}DX
zF*7SL+yOs=8SU%9n*^V(QzTxQ*esRRb}r!A!|#N!Kfv#RBcH)f%mIeQU-4!TMIXHJ
z*XSV^dHQ^|xj8fi6c^|zrps|7jXT-LpXr9)_Ya!*aiQs&Ic9OoT{9Jmr^qq&eAjA^
zR2L8B9VyR}Fh;sTf~QDO^>nLoL6y=7ADXF_{BD$EE^SQ}6IGXzINx>h3|k{UWE&$s
zVDE!JEj`7AcO2W?wRUd2vV$yQR_VDcWOmxDGZ_|HMV8)XE2c~=b;FtsCv$FQ%K3Ej
zEHsSVOfnnHwcq@i)g>k1Vxd=pPpryTFN+tl1M6Vtz}7^}VM|xIjCq~=_2ygaPnGwO
zKYM1#r&Hr+4Pq*vVGF2_j}Y&bQ2%)#zC%3I40`woUEu*^DS<okTfZO`0DZ1wj8<Xq
ztEIvkO>#4=cpL8$cu>m|8h6qeM#4z`%bQi^1%JVjkq?xaQ$|a-oyff3=3roVK;Tc|
zEb2GZHi3w2skG6H=wy8eEBav_fQM_UEQF9>xjX*320yVvdY?3$qJ@Z&Ly^VHDh-A3
zjw9)t6ML7609-Q`Glm`fI1BFD-39Q9KWOKgH&%W8M`O<Q&Hbfrww|W~r8Sn<r2%gU
zA$Q&?V)2LqRBj+eR^^D`LurMVez6Oh;fTX-ev^Rd#uGdL5#H_G+*mm&fT`1Hvi_Lj
zAnA-os>>f)>4841wHvD9TqnsKDE5vd)Yhz{jY2i+bP68B{T@u0D=l#lr^MRA#+kqZ
zWlw;rn@0_*HXG<RmRpY7YD2$n$S6>;QHcB38ll7qYs7J84R8BArUD(Ci#}VKK3jN6
zbxGCN>i`UgxcNTP57jguBtv@W^^w;fgZt|?bO}^lWS=8D(*wglidH}Sywj!LZsJ+E
zM=~^N-E_u&UN)pqfwVr~$Rza)A{iGav>Dgu!<yz-lU|ie6$9Pcb}WqtG+dc61AkX*
zqlU;dY4xKSc}{0z5{u5t51)k-XnP96G&8k~Tq#MOfZ@cQ=qfr4gbpl>WJ|~mn&0Zf
z;jea^zUR=nX1_DNxy}O=_>jF3c0=NdLt(YZ0~Yd8yX``H!8oh_F#uI31jTW$hKl$q
z0z8<532$32$Px(18Wz6^PSCMvbx`9~FH+01(yBOFoOWI{tGQh0sI*U;p#04R_^x`%
z&$m}TKkm1AcQ9ce74tOJiIwe*Akm1KJ&{*>P5Q{FdX{k`_9@5FlVtwVvpNf4??LC=
z5j+xy4~{3GtekVtwnt&W1}?uPYyl;u{z<6k5ISiVx0&!BZI}Sm9+$7!Oo+@Iv`L1%
zNah8T0ss{!?22<OpM$VU{QZ$d*PA8cRU#jN2lJ}*f*C{9RU{Qhuw;_Y%De13fq%0`
zXT`?~0b)m-e%GU99*-S~8;KhIM5DJUW5>8{<U2$(nm8wIg=4H!;3EvIjPq3OwNuzD
zWSQsKY@A@7SHoDFu0vkUv~93OvrTTRu78(JWFKXZz0>gC5xPNh(Ux$(%_LS&h3u)l
zx*RRA>k5st6b~1^f#&tr%<=(n!a@_5GXaClP9qLm%Kv3Z;pz&vv|UrVc-0Jy9g)x(
z^iS9|HRZXXtWF}EL{9g0cv{t#Rv4}G?lhy~hU@lmy-A+m_h4NS_7HaRfI2&)jy;Vl
zMTSg&({<<Jb?>lCKWpUSHi-VjK3~Zb3&I1^q9k{#efZ2w`%TD?w=HSYemCc!E?Oke
zp*}zsq^G=gj`}eRp%@7i4lW59pnKLfI#*Ck0h*Y?K=Vb>$<(s{^ne|*eNBtbgmF&0
zH$4|x<Q5ZtpQ;nl^Wb2yApoXVTI``$ZfRA{;LJ*%v{_Z@GdI-3ZjdZeNq_f*$*Iiu
z7F+rHtF$mgpV`9pb%j_jOK_*^7ugSThu%wN?j+ezX;|4qC`qTJUbFcftyERi+<0XO
zMYN|`xI6@2Y$&Z=nNbmOymNvu7i2{qJle{2h`D|Oby9o0k|#$Mr`XuW^yLvL%7?^i
z@bpW!e!S8NHS96IlW4m}?$O2gB)ozbyI^f)MMkVK75F7)n5dsK%jBH1htq}Cfk!{!
zkidPyy>Jf+ueDn#1uV;QX4yI#mZ`c;gPuOeim%!)<DZeh2fqcxg9kVyfERvo*s^{9
zqG@8te>(tGFpKwLC`$y9HDF)U2DA1M@0>C)-vs7xWw?hCT?e)pLBKbB?_lA11CbGu
zmd~AltHqtM@CmRI!c^Ba88#o~V=%vNnB+X168D54t<Li4YxDpOBNdC#DynX3syP=n
z9M%oW<3deq^VD{lC3w;oH2;mWdkpR+3fKgH;~U$y^N(#iH@0mjH@0otwr$%sZ)|7t
zzPmH^&dl!A)>L(Mb$>Yhtxwg{ea`PmO!ECI1!Ai#t%zuMFhu3Q_5OTI2KmS24DJ9F
z4lC_PaXSx>I*9D`;a8L0?lU!m*AIcS^K}~)q55?mG;%J~;R0Ko?)5Nih_Bmma{_N|
zpZWJWLc3`O$9q3H&C6G@xQKUetC!MVD}^v~?qrGbt4kn|vSL`KHo!v|rD4ekmQoU4
zm0~o+9W)5<ICSms(T{LWY5XG{r9i20%aBy*9S4wyU9YO58o<d5@xb*Q{}$h+z=H-T
z3YxF^L*FsQax7!gJ?xTXt?Zj|s8dL1H*H_TT;pQHXluWX^-`pc$Q*qeHD}a(gA{yX
zAc=;nvx`s+tvcCi+c9>y-vu#-JSuj421YLl6l~tiHZz-SA$+eOyR1=kjIkiY5NTi$
z*&7PrmYW%DetdA*{j%<6yAk+(gwWY~D`u^{>36-IpsW@du4Jkm%2xQOa-u$-sb^2Y
zvv3G14+iYtxPRmv4aK&k9%-i_f}UDLNSZHfi82-;V+p_0VE1`7vYZrUzaBM(n}Ig@
zQwcHixxcc~(|)tg!MBn8adEj*d?T~{&PMLt{3L%ueE8<v;Nx;Xwced_(ma)R`=@5s
z_KH3IV}+dlv`#NWi+>GADR9Kp47+)sKHHB2hXUrz#ELb5A3U%#cA+wmKD=B>DJ@Gu
z2rsFe1-_s%WQ|g8xD?0dzV(gkY5Qg#_GHlzHZhh5{q2Tc!WH%&cA<Eq#0<KPV;*M!
z_#LNesFtyHu9otpc~7QAW}c!Mx)ivGKQJyyu<asHSPsPukv1i}c1~WF9vQ>*R}Vt~
zl@38wCN9$p?WZ%>I=ZzArc7Unya4rpW~NW}xwf-ronRPde^PtLI@3VIV#D@;$L2%k
zhz$P88NsW^fw>~+`jZyAF_V+=L!hhC;>Au56{q9^Cyk%05Ns@kJkoj@hUi_aOjR!E
z&@}!TtwYL_dxRKWChOmG8pfBK&8O*qvfCdihif6WpH?dnS*Qos7%lr@Bg>mNFnnwE
zxzDTH0o|THE{1m*eAXPU#CTCF`z1c_i_m<Yvp3S(BgD^_+gZ2lo=OcM%05}kmowM{
zIt1BM8*%NUnV<mW+lR-_MFiCOmB;l|vK9spqx<#ngW-OJ$HQSw_K2Y{GQG*btxEr^
z5l;%U>4NfTqCK_FyhOsh#B#Fo080GQL}=a@?Ue3o)=)s|j1W*)C?!%x7~`DJ{o+K<
zV}e+clTWM;Z!h0)l~}clE^1q{=Aq6-4t85#4_)JukLD@R^TOA_7hp5T44q{J^-65B
zV{_9N&rw*x4x!N#^zT?kMVN-ZS*J1h-<o6sFA{G<!Stf_GlG5yds0SVv9->~j9ur>
z@|3?VsEWLnB~~W?91N`5qgI=Tbg!zBDGvU0167ZOiUwQ%8F1MAlOhiiAii@4JWe}H
zq=(iK#lgxj**bJonAu>J;&C}S_K)mg;1iB^`x_)#r~Q629sBEc)v;vMvd5~e`|_;m
zAKp;H5_WQ=`uB-3*>z*k>dnc5nis*V>P-=!%+=>3V)aMg=Lp_96b%UX0JkNt=n2W3
zXjkFd--O$f;gP75DBw<8>9Rk;)C-AZ#yNL!M3|@%gO18-<wzoZ{n$CmrRaEw<$r1J
zpfET{LKRSJ9@yXzBwsAD&A5;8n@qHBj+A!;T^XOTJ<*yP?laS$hSI2`7gc`|Pt1iM
z!QJGwUD>?eMjB2p;qrYA)Ob71AWAs*6aNbgKrmLn+5B8J0PBfxD(tqI`L)BSLayYz
zB!87G(}<>~o&ThAf^|F=bxym<`iQzmdRywQ!-5sa$sHyA=L8e^oKNPP`Fnxro@{$k
zlf8flnj2nam_RZfQZK+Po?tOx<W%K&&pdt%vgG&3oFSci<ig(s<mz}Kf4$#fnX3ZH
zXN-)gyep7ohXkxdkx}hig?VIQ8O(lseL2T%*1oN9k<JI83-V`;VH+m>WbHK?MaW3%
zfF?=dx3<Si*ZI&#0Y4ud{-T`{;2gJ#ijR}>8I`%zlTDL6Rc^THfnyz=Wyae&WfdEh
z7~BRNu4Z-d7T?b~NMhkV!qEN=H)_*ZIDe2pg&hUfssZX`w!+Wp-*f|rbSaL94t2ot
z`{HZ(5|<D&F1#<N9WVIL@H5cKkPtoi(eUIUac6(u{r=hXL=E?C^!@w5p)fXN9kKs)
z%b$SAjJNl?7iS)4Nj!BoRnNZDqo76xf)2%oIRxA?=>{Dxc!i_xvMMAZ!sDK+C;R&b
z4O|Qbvy)*?n8z9s7{4o$3T;j{DV#!KG6LM)HEvGBNr4xkMA)#HpsT-d)|+e`oo;>N
z5HJmCKIyf>*!?b2T!s;QyU}B7Dl7|Pu%4ir`n-*RuXcTTH;LWrgFWIh?2jG$W!%Y0
zLGYnW0G>qJEO`!JxCM0Hma^v1vE~6Cw!1msD1{zz*xv?Kj!V&*HJI&Q^}61Mecf69
z*rJ)hH==5F%4hL#lfx752@mKdV|9A-rF^!Mxk7?l#x-j{9;^2ssB(N}e%d2j+gypp
zZEGAU%8D=h?%zvLdCr^bZ7P!sQbzbb$z^+*B7=7LE$gvy@yWYj`bS)-=y=Tx(_+kA
zgzdyi2>$nsLk~0l?)nrULoUC8<9o7B{eq)86Q^37rV$ma>E`!6^NDh`dAD1Ce<sV*
z#s$3HvnJke-k=-;xwY+j_E_Xs<&yIg0Y*M6>Pn;IB2)b$3z1ZKc0n>agneTc6WkyJ
ztW_YNRpbSjRlWQIh8Mwxf9C9<bjz!bzGkINtZT!ukSMuvM5za;tHgJ4ou2%eJUx|(
z&*BW_;$ai!CFO~>K6~MZ5%@V$-S@jT+z&y|_P4#n#(<BHvz}$Zm(jujKH~gIg;dXw
z)Yk*U;I*mFzqb3Uk$BxLXNuR?<N+l|Uf_09PP;}_yXQKc{Gi)ELg`%A7Ng-X^hTH=
zX&p37#qp?U*B)z#!|u|guLB(C-|3ItWA)oD>dVldiI0qS12Hr!CC{@<?tF9vn8E>i
zyRe<7_itUo%v1yrP~`2KvMmEsVL;Of5tnGCoxyr^F4WChplXpL5xXrwY=7V$TX_&{
zxgc*$nOm5V9esNe-hY2xt(~zgH!;U_>{TCNCwSN$Y4=<xGCggJ9Jr9`qQkX23{OgC
zvp-cB-JPWsb-X>6y?%_zbyMcwFU0tn<XS#Po#JhgLJ<ZC#3PI-3R5|ZhQc5nMdK{#
z(8=tHnunW^h3`yGd;<oTm~YORL5yQrlOe4JR-sJ~_>vZQyY{NI+tThZa=r(MwLU^x
zS~G$II^vgRNT)hVQE0&_Ie#gj48d*T+ktBp*8S2owA15C$%%2e#6uDx>|fO?2<TIL
z2&B=n5l>`@Mistii4I^d%#E`PG+8?Bpyv|Z0rOS7&`!mLp8Yo#z6`7ti@bnRN#7!K
zJ7l7}MT%m$6daMp7NDAIW3fycqgwarM4}*3AfXqf?@5C20O2Jd%RIDLN{tqcneR!1
z^qB7G5VvtY8Z<2%Le{5~jW9JNKztLr0In=PJtgvrqePPf)hQU|uIiHL02|2RRnR<f
zIC~lAj))+fUgos!hA;$$%@$14&E)2Al9Rx-{=5(Q^JDtuYV~SU{XNCTbFY2#D}$l!
z-|&5a_@iU%{bcwt$V)n3PgKUniOWa+bNzB1vMrv^M6}_Ut){7p9`@`3Wb738u%ZvI
z@1(DD&w%o@<IigGvP`8=A_N0wUmCM`(BT8AVB25a#e3lVG_{E4iF?MZpiJ2FvrzJg
z3>IlLGxFMg8DDZRrP!DdSd8n985iwLo~3DZ-~!SGZfR-wY9~Q2`P5wr$w$n%2Z_k)
zP)+rDfsoALjzE!+q`;5JfY@u@zj=x%a4x(O#XfwQ7neBDhTOoFZ9uiXc`MKQ{xE^X
zDNj#5{zYj|$w?&}*<B0P`Y}$}VZ|Gnf7&147R<|t8Z@dQHv+eSZ>U;%T=TOi{9cek
z{mF9|PPvgTuy8hm*_X5Qkvb2VUB0r1rc=}}v=)~dX9jEUF}_{2*;rT`yPK;}aSDRl
zkEqKzvFj=F#^|VGjhl%9f5<_$ZwYgqFt+7~|2?fnsh4APlCiz$EczcQjQ*laBg5?F
zU_uBxfMJvirNR6w3nItL#hDiY1j>brb>UO+es&WGJ{8Jx0BTrZpH{a-fdQNAg#n$q
zr~eJXlDG%_wbMpW5S8e+rNgt0VCtmny~o%dFcDlfGyEKGtK&+8yMfEEbv}7drr9PC
z0CiYXEoV#R@7w7Tz}tzW^L_fYmjvF$44bSX>DDc2;qd(ai$*5k!7R|Pok4+8J@XHa
z(|5l&gfE9VJp?~GSkKl$`D7%@h)<??8A!g~c+~3C>;w+S%N@ML-fj`>$J=$teN~DE
z(^LF4sAO6kdehmEOmmPdqXzC}r$*QM7`DvMXSCQ6sU=><RYUOOJWRFW_1U6l81Jc=
zy__A(FTV0`m~9!%&hHM?8|Rix%o=Mqp><mj(TUYxWY)QZskhL6|M(pot$(?$@ys7w
z)kR!Yzcao{-l26K-w?wZzHMf9Dzlr_v0dtVQmn1L;)JwR*Yu1T7ps-ZY!P}=c1rXZ
z_1-^tm<+lMhR$g25e*aI7rU=wx`+-E<&}`*VN)o%fe#M<HsmHYgzaAxx3(&)4ek(F
z9k)ik5`edp%QbClnbo|CnH$ND>H5k=5EJR=_p?Q~da{Y>LOm$B%2#XaU}T-=VpKz}
z4vUPIVOm@-ZZC!?Igy6eEz(Y6(`{XDqHiX15xa?A_1Jzk<Sjt&;8d_}2BQK}wmts@
zN$OlVqeTM$&Aqo7l&OSq-wsCN|9y@AdrLsjo5JWQl#q{P>??IZigIsMvOS>aQyPYS
z=0j496+{4tN3v`mL*zq4-V%{=Jj$;SGi{kA{2_5}h4|lP(N<S*gdxD`b@8M;Z6T%3
zBwNymT2WVC*L?J^AA$_)ZtxLxzMdU{%9)8@DKv=K``WlfB&jLEW_2j)&G&j|{#{%M
z{`c0z*gywz>v7V`&5db_llR@?zNxB@_e#fDjNR_1+oLKQ&nCi-R@?D;LF?CI$KUC`
z9Woy`3*EbiOHx?)y>Zsc5AIi4Bu?`0KlHN@(i%B$iQm|NA-ck(0I5?`#~E#C*)eDj
zM^phqZE^FdndvvRAA4X4ZJcGiC*}Q`xXHg+z7kvR8~B-_2kZF-&_d~(<y>V!=4cQm
zfWedw;7b1FaU{##wfURzS-KgiH5MDSv(hrMw2!v-cFsCfHH>wv{|$Hr|HtWU?Ct1;
z+%ojH!Y$&_#o6#nX0BsuqiRDtZ?aKfW;2xs;eMhHk3IMgd`}kO5?M&5_wYEo0;C08
zoZy`G83t9@UdawRarNw!Yf%v{XcNa#VxPYyxKT(j13Vd@mLp{w*nP&Vd&mmKp|1uG
zgCy?cXZO&nn;i_!5WifHEXP0DS%{O(QgX+d)MJ&pVDeqjP8iz(qN`rWt+@o=cwQ_~
zZpr98yjF-QQFR(43wTaurmpIc9+Yj!k&8u=S;ePH!8%v4*C$G)>z6m9&8px!Q%dUc
z6Scu-LyCO=B~Gad=!Ym@G4n;40-itfq0<LOKD{~7;RrzZ6jkzf&<1tgM`wq&WIFa7
zJT}_{214Tlb#EtAOx`^<XG{s?i}2EP>FhpNQM%vzx7VzY5LF%7vfLVL_&u5%?gPbA
z@I9FyC!a64&SRIVu;zFwOl<pUm^FVp&ChI4CVjjDj+(hxwRpNKt@QVLy((0)&1_yX
z-|D&q#PE$?6E&S1_yv9K26-*xxy0{vXtR?3>MYVz?$JZs@Mhiy^Dab5qhd3<zx=Cw
z{*+fC{Ek)bl_2{J-JYxc{<`Xe&PAr#UJI5}VpYwE*6zK&lIpVE7ysGB6%W+cX}R+J
zU0C3S(rI&k#4*>=j?}Px*A%P@)0t84hkfC|!8c2viEpfC?4|HBNtK3B=Nv0^nST)(
zS2;zl&6-n+iT?hhdz^<bo7q&hk+(_|c%*eKO|?x;ZcVpiKr!)1E<aGH%gVP)$Mj2g
z$Fsajri`g#X)PYQf)OyQfuwZla|jKp4f9W)5B9mzHE>9*yMo`R%i?Xk45J^D0J>g7
z4xcA<FzPI~Hr|5*_%2=vUIz|b_3lqLU+~wXFESp1T@-L$5#m*VqB~!Bc$PtitavUM
zY)Q{eD;l5gqlJmBh%bpdn@*`Tt3Ih}+;jGLsmDTH)51TyTPw6E*kF-^(?mOpe=AC>
zcKr1DNkePX3PzYmO;EK;<Mg|L#AacX9#t3fjo-r3OrgvQ;Q)RMC-!cr{GzU3GiXZB
zgzMNkdivX?XHotHHCi#ZY}7KRl5++84CNOA$D537c!&xU96RyPsjbr`fhI)D<<})^
z!cut|Yf1U~Mg7>WGo(re6mu{kWTtA9hVhyn0X<pGmQ4d;z|O&KMSw9kqWLIj6Lfeq
zD7Sr&s3HunE=0HWjG}qk)BCW?TUS<=w{D56mdrw}TrWfcO<MJtsOhm87OiG43-*K-
zQ@Zhc3wUY!T0R~ZxbjjR&0<%70rK)#0djNLg5|~ql+5x%;>M{k3LIKrABfX@8J{+}
z5R(%cd;LlwG-nnl1h4vBY{UeP-V{}CozMZr0HSn)BL-i**8Sa?r;iVqNB7IZi+Jq`
zIe;t$N3vUmz%6r3)z`NCy6eRDbu%RE>u~4WO_S@{(ry*2*+Pbxjt4H>Q|X+EcNAVQ
zsMP;qF~Yb(>yYU^!aX%2oNDS*3)K%ugg63g5>^Cy@;(B~!<NDJ{MPqf;CsPDRi8CV
zsdt&}&#A-?Q_#Ct2vp3gEXvo|qd=a1Dt1WeRg?T}?S_x^)KifHdy=5O+$uJJj;iL6
zIzsGD6-|z5aj1r6GNy*nnzhT|ZTdrdQ$^mUuTvvl_lk1L+1>O(Z9U-Ocd}YJt*eHM
zngW`Bh;hpiHMA*%@p7eSoc54|fa@Hl4Rpq5ZK#vWpaG;qHr(B$_chP7-XFongq*Uf
zbl@W9QB03XB~zj}^F}ip-X$VT;?L(sw6T-2!;=M!>}j<VMct5Yu3y)Ru#gBIf4o)j
zk6mLcoTdC^O>vsku2-*8|3Fd&tK-ve+g_XU=SZSi1ri-~QOBsnXC<}H3yrX*ZqFe<
z9w!~*Bg%!6(5OTRH`dxEPfdjBppB=W>Iol1MW7`^8LNZT$$i^QK=wKf5#EG0tX0!3
zDJ@}szZjOsO%FFDq^*5TECh3Lm4&Hg2AgMN(8eez4#B8{ZM-F;7nZO<AeyXg(xoh1
zh7JDg=8b)r1b5mmKgLn3eZL7krhcd6W<gI`+N}3>mhJC2JgjQrW)eu^aSI8^Rv$@T
zPNB=@yRK84mQf7h>#*MpwwH}q%fVMpe(21%X>)zGE_h5UaM$+vnjfZqJAj7@u-IFT
zr^c?q^BHpPoy+hoFz*ysJ!(9MH|R5(LVtr|@&AJ>8z{k^iB1Cz2T2EQ3mpN1qkKj6
zjq!}(6Oh-ZWod1vd!VbQW|VEJy|1&+hvmKEH10V59CvV?-ShsH?nssi_0F6(sIh-R
ztEB0yAL;CGS7k?aqWke&F5#^HH!hbSAyB~{j8@e4OM+M>igPfrN|ZN?oS6}ir5+|P
z4huz++i=;Q)dc+w<4l;sF`5!S@sB%}Cc&GaC+ED;aZ_Xjk^@QrL?bf!joW01Jqun8
zhcqm`vBod&Sw{*F{b8z9On$49N`K4>Jx)JCj!0+c1u;W_ly039=TnfVl9tIZg=%Fk
z2RS?N^h^u{Q?)zGgqxylo(_jbHa1WOcs5+1GFA8?s@?9XlT7q}c8`T_o$2z`k^9}h
z9UL9;@sjPP^ETaTt;e5b;rF_((LMJ|$A_w8E%?J5G16U^FP7xGoN&uFg6B+EIH%Nn
z+1Y7JbS;%F1{H`4BtwjYgxh$`lG_BfgJ>y6xwe41mXuZQ!ovBM6pRpjpZlUla@Wed
zL^RF`c0txXJG)ZDQqy|F`jWZ1Q@2>|Q64>SL9c#W##FCyV8$Fxf=Xsurk3;^=F5a<
z>UU|f7W0I&n!tv`sam?G>J|qT7%EZStqfyXEPb_&Sy?CWEHTD<ji}QR25|k;S2U0X
zIX9rcJ)VZ#FldMiWrUIhS@I{6qR4y&W23p$-+_Sx3QfW!(3d2XjR}K`6^rD5ylD>X
zft2U_cWR05%@2VB%aS-+_60vS!>xvARn+rYGlP64ZNb`?^yS<IJ2I=f&+p_Zk6O!l
zICMYXl<qQ6b9UPQecssYyq&dh-w#efU-e@1%;fZPsJX!<z;@un(r7*GW83!JFkvCW
zL!@WP&cN)Iy&*&GP02g9xuvR~{=2~L440NC;~<APiRTbZ;NDon;KuS+{5x^$cWpQ_
zGF`*%bMG}tGJ^{@@~NaH_Fi@&*(KiHmg4d2%o0z=VsaphI6#$hVbXC5KO(2SX9S&w
z%Ecb7zyd6cS&|i$XbiK<*eQ7(OL-}QwQ}7_v!H4TJYT|%h&Gp%D+vdiNkd7=n&^lC
z8(9t8k(6@S8ZF!&8`f_vk<<AjxR&w>&EpI4EYL|qQi7Xw?r&IvVB}G1cCw(kijk3_
ziG;zj*j>;#xzmgq0N<m!p<}j=G)mbt?Ld4Y#-X_rXs{BnG?W{;01A>eFl`fo@WzI#
z`Mo?2X1l%E+GS*0^0Yaw+~a96^%!I0ZuGBc#8uB`Vz6)U?$ge|=W}VN+v)t#Fwvwy
zAR?H5T8qD7terg4pN=uf5&`S5Y?#a@uU5&15lidrF%JgF^icw39I_r2@5wdjIt%^N
z6aW2}ZqBaWyW02euCPa!t%6;#SDlZ^jr*<piipEp1rb|wI!`vF&3S<1RjzYJyCP}%
zID|jcXZj=Nc%8bn3rZo-O|`$%=E1MC+f$R;_DM>%k_AL7{SEX;3X^qRItnVe)VekN
z;;?D6%FO0BJqwco_6s`2ds3dBQf?{AD(oWvNCk5sXhy8MOu8Z^*Q`|p{0%pkOsL!K
zp(E{S9vL%}WFRGHx*CJ*dLAxVaoW@H%Fww+(0Yy{t>fndt>${+!)gw-k0ZaC1YP};
zcUyhvuRW$B>w}A`tddb-#c%VLYA-Cgd+zP%f!qt3R{B@{J1*r7FFU+$(}h_#Ie#?!
zUyzzXY_Sj-kFkowD!O4cEppGa_dI6qqaTfHyKLy`$lV3J+hVu!r|>B!7?YV}SW2}K
zgIRFd$Z_=pVOf+R(;oTU`=eW_q{7cnXS&l!1-E*wp4k1oS>a)FYyqhR<Piwa>Vc_Z
zU=XOL1_L!rW1OaB>d#<IT%mMk#!{q&#Re5Fvj;jm`kn|!`4MUY+kZa{Ix{e4J<q`G
zrU|k5R`>@-sG8%e=aaLK?aEo@lZ8S4ikDl#6J(gd?y^UtTd(>a5Rg-kTg7!7dreTA
z-N0HzS+J<4Q5#rp{0KHZ=1Zw>{NM8u1G1UBc&qK6`mZ+?7x2^r*rwK>dm6E!gkxcw
z=mdyPms1K|b7m-+L&K$xk#)nA;~d?Y28NUBIAzRFj?s*8uCfUhQTLHM)ZY&3?jqsP
z;3D9tk(8?{oegT|DH}Cn&bM|4H=F5riVh_Yseq~JtgV8&)}|MwKGQZ`(Qc|*x6S;D
zfD3Z~3@3?+gc2;UtA&`xoV*i~|1(^@ECAJCph6)5ote@`RlQL<%)N`8NA2-6TU4$h
z1OT3xP&Oo8<(8^(?^MPDuW0FniNf_JqER)c<D{-6TIE)%NFQF6Xi>LMF%Er#Uzc5*
z-CSJhxvF7}3m+UU5xFF1ZaG!p+EBl`KJJu}bjDf%(AkWaTGI5?VtaJi%X~wIU2%IN
z((dtMZ3sQK;uO|_6aCS!NYg;nV|BQM9y3b-ffJLE&Q6LhD_5+^aMtRs5i9<xq}yCQ
zhcPYq-Fsuj&n{mp=+As@HkXPWHmzS}8sCFvXPIZHVH<W!5YPIZkKN1oXr3PXZ>DYe
ze0V%}ZxMhl@q_cJ-}X++^I@iV{5E=?DJ7XzLPl54iPsZLb`VqCT+F=()Xx}JWEly_
z^!4CiW9CZI^6G$ps@d_k@|YcIQTG3=(pzJfWF>*qz|mM)^(Q^K*5uyDm{Uf?iMS{w
zj4bq41vxl}CZ7OTrav`2YK()5+cn&Kyw_wCn_OFvuH#c3VNB`Sy?^v!PR>qLu<WKW
z2OFf_$jZLDuJjegO-t(9Weh!Yo*)qQ4J1-0IHp+)1Y06GHS;Eq8TYrig<Vp;;CnX(
zutb^88bi@2Ef8gZtXO@uh&a1yf&BiIl(f%B5LzQ*6BnG;Tif*9o|fyz*yy&|^<OIQ
zB6)kc4j{ujPZPx0=rFxTJ7<OPli30ZD%ZUNAaPe};@;=jFaWj*uH%rerJfqR04Z^}
ziHSoMH?iYcOb$|NeN0c9F!D?q2Q~u|D59EB1ttCuIB)Wt-IzPmzqb@V+2o-sFA23H
z_vX53(nlRP!%UsGP+n9s%-A_gR-UZT!-|9o6mYNh!8r!DBB+|%u&MoP!XU=4s1pZP
zQ7C#x$xlx%U$*43S`N2$QYEM1r6cjkx4)jIT^^Ek2B78j33SP<kU(Pu5J<AgJ9qh4
ztw=H#1~)(pgm-2sBn2{@vCW)fAPVPkloPE*aadKbN3c1Fy$Yb-L`9QC$Y}o1*Qd^7
z7{rBzbtlgC8X%Evh~^BmQM(GemYFC>pA?LgF&EY2D90F|d3ca{<;WH$CRwY%o}ogc
z1z1F3Dv|mcN1*VVNB6=$Y}vaP(M*L(5bS5HC*0q?1yR2>rNDN(l6=47f4^*{zta+5
zAO8bfa<jU?C8_R$U1@R>OPibnF<fefEexJ9nzDQ=wo*7axKPf4p*d5k^G^d?vBp&`
z=ZtHYAas;+I84AIWL`F*Cr&Vn2Q1Uog0x-udNbi5y6Nl=LAim(3SN{gQmxoiCn;{~
zikwLxiVdcsuqcIp9$DP~b;Q*rUzT*f<MeK_>-mU(A^)<zt$b;Fh<eHDGgd|MJNQc!
z9#4a<C&r4AAAg!i5_j-gn#&F*An&X11_IuUVm3ZyCJeRXSJh5)L(>s&n(NVq6#=IP
z#eZiD0x^mqLIPDs)W2lLEe=;(vK=zUTfi<Ux5Owb>QW4(#_p$P=I=>%uj?SDwUM<P
zxky9Z{XsMl&J-tiGTY1Zs5Gx^{zGGtJ>1ndT_VM9{TZs`Oz>llNw!z(P9v^gktSy+
zeERi;uc2E(?O-okWHmZghI9s%pD7tPt!`eqmXML1TM06Q{-K-rsv|9pYdv9%oM&yb
z?zvj55`GqZnWok-lA5+vS<sO2ApZpa*UGMa&s^3NwPLqC!dl1ucIO#%e#>4+oAX^@
z;Z<69k1>*14H$B0#xq;XH^wv7)2YkuCS-s;PHTxHB+yn|N9Og8tduIX^UJxX7X>B5
zspd2%+Y@k|VdL>E(c*SC=EehcJWLfBgxhcKhY!Ex<_8Tu5vW2)dXqba+Fyjq-G!|9
zKzC#1Lg0zgFFmil;qzY5JabljxzH&4ZWtWNlq|DZqOhjqE$W(Q|8dkFK?O+Xl$2XF
zY!>rDVPb1)D0^>&MK#=I61kahN)mNfnT^fD1BHBR;9WMO`+4PF8}4+u@h$r``$eMu
z!e|ITfitHa5as2b=F<fQ4u$TNP>~n>)pRmV6c&h4&)=|G9c~DXl960jOOF<@l5IXu
z^;!|sT@+Q@99~R~B0aTQ!!*=%K`pBSVLK(Wb<+F=v3d!t-2z>^0d^|J#OmJht05i;
z?Jq<r4Z{Hr{Twz#eOk}2t{m*RdU2E-;nd?_;u!L;2dN)N9~mDEQ4yP%&>up}V%@o1
zX_T@F{qbmHA7&8U-q&(0cAR_*Zq1tG#hT^tE}ZJ^9vs5oyW9b1`hr&XPP(*43>>%&
zC1Ys4E)CR{rA&FyvnxZz)!Y{#C??fu_*+|cd>U_u{>sn6ww{l1rca{h5VY?i9+#O6
z*x)yH9>Y_q${u#lU(>*MH~E+#S8n<DI`b}{kH~nf757_}Gmnrr5!f{gxWMF`qly+G
zZ>m>{BW_puLWgDJRlvdORr~LY3ENEDi76{EvJnf`5IN8hHVp>NsWh)T$EI#+GsZ^S
z$#HI)!*sS2qk+AtBkq4-n0_uhX;;7LWd0Pyj}2=trg1VehD?X<<=AJYKxO5)>ulfa
z)K7LSWZd9A-swaqwrxtY0-86h(!eaf=k^r5_wCl&IkY@Qkz&rDayab{xUJgUR^SV7
zfF1kkxS)C-AmWr4!Cl?-ZRW_R!9^6<<)hYwrG9CmdIXO;F|0V02Vo{Lsc+hlY=5kd
z!(-uR<x*XWK-XA(q2hPAx=z*C75(GP7%L`?fY|wTC)Z@-pn1g9{iVcAjIYzWb2LQ*
z_7Vx1mK1Kp6y$jksIA~xjJTf^Y;KUHU(LRwN1+O_3eo!RZn-%3G<St%+w}(^r+|F{
zdnK_w)NkMx-M-qr$}{4D>oS(F*PWh0BrRXfO1qyPNM;--aSQ4;22M4QhObvA=UeBu
z_*j=c7|)R=tjGE|?mNjwaiT6h{>y})5)tQh?rs}NG@i;FiTsfRmeU^(UqTV`m*!pE
znBag;GcRVH7BLj#TRn=Ps72bBzy&r+;Q(zJCqZdUPB98&&O$L|30(}EmX+D5=)?tE
zJoApwR5G`ED$NX%$ryK&Ok+fVm#;r#PJt7AcrcIszw7ORD;A%QOQ*X{zviio^(ULn
zO;McI-Du^p9w)r-jTyV&8M;1~k9=QOO{)6*8435VTDiHnKea-ia0%;*U4pn(cS{<A
z#QIesl<|t^R8yGo4bmIMnBafGK}Fp}!Ome+GtPM){lJ2QieJwSX8L>OFJVt0w&6c)
z1E)D>f~U<Wr*QWUEH;-?@N?l##L5<yVxoK|B+5lIf*c{t&$XN&Xhn@~k8+f1%TFZ>
z=F4xei1Ug~i*@<tqO3%hGqR$mIGuExP05TF%$<VnGy-L&n)SpmDI3HP-)1oHt@5=l
zlPOdIQi-}B=J}a2Mt<Q&VRtv7P=Ib4#cY|xZ)TZnoq2^d9;vHQD&>}mF<uDDTKlci
zme(*K*O`u^L;s|b73rRal*=*Y6~6b1<YS((*M8e(>C9FZ=beKwsg@|rS+_8c{g=9x
zZTHJ1*HXHz-}x^{v$MfEa}dewwc`iBb*JHv$nRI~Xgeu3VCn@}xvc6j?ZK^#M#aLl
zTBm$r-O@q0#IrAZVhB4r!)={4*^<Z@lY1sziU!2%GPpRVdG}X)g5pe<f}yFW=U<I`
z;j(Ov2|*Ne*R0fCBlj)9v~w~=l{j6A{Uq04R&!sMRDTv7{?rt%unT!!%pIx1y(ssE
zo)4pD*(%T|mGB-s{X%nh#Pfp9Ihn*Jh=~t5lAEv`*QDMd+{yedJXqUDXK%Q;_2B6e
zL+`mn1U8}~w4hY!d<=GP(<x(H&N!cfhJii=8wWlBUI2FVsO;*MM0YrRK271%E@PSw
zo1(M|YdmZ@{?>9Eb#mS78hU>47Ia&G_}hmZ<YCwo(FWbXE2o1NYUKAp^XI3ek<p6+
zVGQ_Hogk!ozafOG1RE-!Ea=&i0p0c@>7Ya+pIet<!tlM^>%fc2v%`zrGk*#FiS{w;
z=~jOyi+BGWc6J!dv#-9qJ;6n_E;=k+PEg!Wc~XV`+PQsVVNE5X3g<xQkt4!ETy~c9
z_H0ZR4cI3h){$=xH?h~VHihA0<jXVX>Lxj5enLvkWHzI^OzU;k^_n+I=WO9rnHMep
zMa^VsMWEUy;Vxo#-m7msL8LX5H%Lc5@iVcTqH9^YuowOPOhm-{sdUpn|897`ps29D
zu_-Ze9>$*cu9$~<*g*qpB3GD#A0oGI2KS7h(UTh4nHoD=+0dNEB8KHnx*~|QZXU9#
zb7Ae*_zHOfxQ*I&lNM|^)Ks{An#A&7Pq!9;@ctP`3j3$88%Kswkq(o#pm0Vt%SLu%
z)-tqvFp+-)yNTjuxzN!dcLN%~Lmo=6pj@e-?CMmLFfawcfECl7A3<A<fZ8AvKDRbq
zh}PY`h_zx>aytJd7#8~v8<+?aEUflU3ECi(dtCR?C)Jm=Ig*u=HpxVja*MjHcEi(K
z_gqeo)Avi?XT(){=M~$6HKgMGM-%ksRebN1*i{zmcabys_K+$ldbJsri^w20EpD6s
zX6RDT-b<3@u{-&aTzM#{BaWo^+HTY1f~(dePSV21;!2@-E56&QyG;<CLiF74_flRA
zUln}ORU;Mpkj-+O7Aidw_5$T8A-7elm~=Zy#>G*VsCmXR<#n>#-&PN@l!UlRvXc42
zQ@~5g3hOlVyOyk<bVWShFunC(=DM`jpJhpT5`mG(u}`{%0Y*S~``#YapAzhYU%y05
zliZ&KQ8S9pD)S|`RaAz%JwT-J9t+9M&EVEm^b6cfo7Y21zZjGo&`@_g@3+0)ac=u(
z3%C{qWMbmhH0v5E+}@X`b7E+p8pM&D)-d0`33hKGVsoZ#_#?%cLpnAk#WYP^lSgpb
zcXsVEY6q-Ajcq`f^B7$h|K&wj<hTvt9m9KE&;V^VRrU=mwv<dDKe02F?MiRY4G3bx
zKL$>r;8Vi$p7&+jd!xB2kgxh|%O$_Mz9D}l<~(QQJEZL8`alXM$c>vC=}cq6wN2O=
z-DN{fxXiyZc@Q!I)J)99+%m80cN2=yzqhu)p!<(=E9R2}AmegWX-z89s%7)>hkYj|
zGJr>|YKszNL`1NAK?j=BUK{)|q}bh3`D+i6RlA<5Eb;Jbur{KaNs-C78EQZCo~Y4d
zt~aEwt~Nb9auAWpcif=MI-SD5@)$$4zkn9yZ{O3>%u`UYMY2bU5T~FNDy5M%r1q^~
zQQzY!Z#tKvtK4{#OJ>Pms7f?j?l)k6mjBe^p+<*`6|Gd(E4!+`afDnjzAttE^|c4-
z9x$V*(;Zroa30o}=z8Hj;yt)89C+|Js7PK}Qry(M!=Jh?!>4xfAe%5?ChV9xX8{oq
zIY(5dFhWISAQmAc()5<Kw&u=OpLedJaEKR3uA>+Sp7ASH2Z}MVYD!loMo37F%9KzR
zrmmwpmpUa)E0rhVLX77y@E(htl1GLBVk#L$=tD+it{n?Zymhg{H}9THEKxHJzl&<0
z_XC;vw+~vE<i*UP)MB<7MPkdn>riNYSvR>Oee=$V&H1_Qcs_C-<e0;()hruPoQlO5
zQH!-)HiCfLz0|(eyR21YX+{#Ep=?|_UYNX2yPYXXtO=W=Xg+?g<nZUzThpd!eEF-5
z%3jB&s1l;#-|m4k4UK_%E@R{bw-c!f*wnWj*lM_~?DluchzD3ifya)-c98A+?xOGE
zNg)Dx5B8jg_*zk6***MUCGC2kZE7}-xOb$#gE2j0H{#LzjSix8rw!{O1*fx@DpREy
zjW9JYlKWrqAKM4sIg;4NI1C_&tCp|^)LvmjedB^B%>QhH7N$56gsCsItLG&d$6Q+0
zECKXrsZf)j(w~!Fw9gxnK~I7sNmra6Sq0N9JG?s#J53r|#yZv=eQp7k1#S`66<!qw
zDkom!io*lvgc|}U=;I~RK51M_*O_H{6ch3`Aq*J1RRfi5nj951mM`WfQ`=3<KdKc=
z8Ec2OK<3Puo$zHivP&gd#S{t))vh-MTsy@i#XNRyE*1%CAF%+^1;NsLr7!f>nn3aC
zutkRrIn#yM#o)GI$VJOOw-WN7Q_5gkZKg-oC^ma!X-Z@UftW5*m0s8~8+bEI0V$9>
z&a;(<Ug3uW^&0oR%9yXBBuDQW_h^ApDO8u_0+_9Y<isLYrY{awPW?1)&b=)5t|tV>
zB3_~4MN{?$-k2l&tTOm#RV6An)Fiandar6pO`SKXaL)3Q**oxY-e~^^ZWS=i@e^6V
zQGw4OaeT`*M{Vo5WDG4CMnZ({3qdw|^mh|ao0*;Wb<@Ilf@6*f^gRf46^Ez($tN{i
zrM3u~&fDh|p>sl+F$L(>J=skX*!A+%6Wm?6->QAtmQcfr&#dvUn_Pqm<DT3Y;9LmG
zM5#qdt+L3$fib%Qakoy5n37n^;IlhWXT)q7lYov6@D_~a(U!faV9lfJ8!)6BOoP@C
zLON9}Z}YzpQc4=xs@g||t2&emwva@-y|F;`f-vDoLxW*`IfeL&32A~jI`V1eqGvr2
zLe5<rHuB;S&CS>_@dS88stY|~G6P^}(I;uH8uaz2$)ZvfN1Y;i6|Z+^lv2<NHiLiJ
z`VZz55(RM#@R12}l&!~#ECNgh7}w5Zp)#WyI1HN-ICYiJNA%M9OeV-F>I6JWlMU^k
zIDoQ<iXVV2uKxKMf}g{b)S2eC26mxmm#7t%O8daHbi%RGuVeFjsZk;^PMOX?P#Fhs
z*@0z|n%yfgI+nCjhardWd=?l`{)-s;t^E~Q<ZawmEqEvFXzjqwR&w7Wr3&cv>BwLT
zb=6&Qo5FhSd&q%v`5dvPau2sQom1!M=rbK<w_)Y;v+3t=_dCv^YW{AOXu&GR>P~K%
z*csoU5{nXwdautgk1&r|vx=jMZ`y8Gt&+F2a{TgYz<0%QvH5BJj&b!lc@23M*+K1A
z1+MO$3HX-tIJsUB#u&b}9cxPFSAgV00#=#(A_x)y2GWp_mNw5TniX_s&I^Pk_Ycdk
zC)Pkq3>%9Lg)4?T9pB%b_33Tpyn%PpCyYCI#}Tvcqd=yac^^CRy4uF?I_`4)_n1B7
zy8W_peLNb|E%$5)pB}_7M~~@VND-d@KOLJS@khgBN*ngcGxMbId4Io>XX@+N#{hHl
zP%pE=PtntKqm~x#do5hReScc<<NO3TF#B(Qi;fH<R(SDyGR9@5%NCh3HaM<regNMc
z8vv<M(S3jKugJrEG+GKRm%R1YtL-Fc%xCV+0B5G4HLlNzZIpK6wjgV}XtroSEBI_h
z{__7#NYnF=$R7x1***A_UQ{i{0OlZ);is%qn#hl&m_7<+K2-p`Ayo*CW75!%_>R6V
z)St&4Qe<=i@(vx0ty5Ji2>PJBR09@PR>dgB$k)*-e19kTw!V*IJQ^bZ7RT)^LiSI?
zv~(6DnJ!z4K#O@+tIS0!wOUaJ_ck(*eC6#2@rY*!#m3HB`sz`u|L8%!eQ1c44`6#;
z@LBoLRcdZ!lR|wMROTM*GE&ZLOu4VP!oW+9kC>I)II%EmI7@ARz0=^^a2oo?v!M8*
zj`s?Si${53qek}$Ud0nxY&*LlqsbK`TKvO?dxLlT`}2Xdvz{qq=6Z>ecav%TfAzl@
z{tK`9AB5(A!e0O3h&q_tIobYLo3=JivijD>0A(o!X;Fp$l`R#twfZ07QbuMr0uEM|
z|0<XMXr%vt)Y6}k|6gn=^Uovx2Mg?fW=n+t!T^!~hb@);?`)|uKn0)%PzUG(3;>1z
zLt86bo1e3_wLZWIU<@#}Hqv)A1DF6z0cQV=H8lrV0jvQw0NekxP3-`7#t!DTMgRwZ
z<A38#{}VWM1~}W8)6)yk16%-Z|0{RO{(pv%vHxIX|1tD`gOUBebEixU4D|n%J5_;J
zLN-Oq#$XK76O&<WG;tzpR;kF(|5G|w?whaXNAO!s+ll~4fFL%IgrIawgF32eNx4>!
zlBz!3w|bczp1R3bg(sYLq}ipVX6xx<z5Vj+3fFyMs|)!wyTNpN@?+-x<;wN?n>saD
zK2k96w~Tm1guQ0C_5>|l1?`e?7OEwnahyp`yi+i}^day1q)CWNshdG^CpFhEEXK1S
zNe2fYg9*(SWtdnWNf0E;z&fp?a5Xx!amqNI#m7e^{UsWVc@h*d1M7K$X;}GWmBG-o
zc~+0g5d}HK;UX5crEkAh*$~AL6g1pxQZlFSxQ=7v77N3q5neUy>pbl1CK@qd;>1Ct
zq8T?-H)h^=5>JpaC2wVav=KoYG~9THq*+ZmViJiRCp$pG2*_#Vv{EtjuA6I`Gtpw=
za&DfJZkMR7B)U|M8$R6J^jxQdM^hh<GP?b~p04B2LVMegh#XM+b3E#*aqnovGQGxV
zXFT+}x5uytGcXxVIo((jMXlaGx#yHb+Df}tG46;|CDE+qxIMh|T4rtuwGa_mT&vzN
zaI!p&jB#vFmX<b?iiyk=B%z;eRLoc=jnxn=VQNB;DNTbsGHH-)n#|acW;}^QmaRTL
zX{<sIDGk~XA7+$olAkI}mM&p{0yD$iZ#SuC!d+loj+vF8o+f0UUxqvRKIwxpfodH7
zuYgEYIf|3_JeyJeOetI0JNJXoOlWo}7e3&tN>cgKRN0C|bKt2AU)9z8AzeXc>NIvv
zzn~?m8gmOX6D<=_3$c^!Ma@oCTzs@KR)p|f2yS<wo9;{?#lKszJ+Yg>{3Ld*Cn0F%
z){BSEf2U$s6D{hc8t*XLr)GV|1Z=(bciD_&%A*7H5#Dp|+$SKF(2YCXOGt<G;w=Tw
zV$G!h%0Z2r<xp9lIRf41w!F8$Uv{;o<g4UQ!G1XQmI8`&zXU?{B?xjQXu_4CE=803
zY6XNl-}`BAItkED!I#iuE_y%xYgtqpsg8ha4f;uG+cnmfkWNg#NvX6tGL#!lpa8D0
zK^7F0+9o+>FDzd<ea=u_YRJzQNPQsaqnEC5j{@Lhe(Fj2#<&Y`ddiJlkr-rrJy0Wo
zWsp$cFnW7%VLddHsovj*VDw$(Jv%!d&o(`4Mv{ypL!^)1RCdY(X#8M>6nR7_3cCo<
zF6IePY_+9>bU0wzR3tT0pBYLxG}XWfjlk03ij6w%zegU6G*@_n`naRDVPHT%nSV*n
ze%|OvYZUyRX~@0ZWmk(%;=bxFOO2*%#XHs~QtEfOQwFg=5xy!+(c*w~?9BcZDE7PG
z!z;D4#D!?1$fd{2d`k%LSO9?=DlRw14?_z($)w>htR4Cjqk4HO0qMt(q%kxvbT;%#
z5VB)dZq8xNEaP%3lwe<9)bR=awj9|{B68gk8xD!PZ5f^7bl6p)5W!r>L!z#~QuT~?
z69d&J<2~{S9<e}Em@WK{{Jh6!L&HJJpnadG4IXhUJ}~MVbYS-r_KVhetYt?c6$yZ(
zHk+03A(v6|9mAKg><A-f(g$i=k*dx*Pg<LsI=AuhEIxA7ho{jqMKeXSMsqHyj$^_R
zb<+oy^;NC~+dt(K*bw}u+}NPJPQa5FQl?zWgEmp%u0d0t@=(?D59vGYa~duquh6VP
zdluEkXM3efd+@dLia@psB<pg9JM#0E&W_$>9p3~Ol?`W<ch#u0f@hKLRD(;Gdc9rh
z@P=~@14Kjof#Ro>#!HG-k|D?61&Aac68WUyi7A=-R*;>+D<0)&u3JvDDt?R(_7Blq
zI-biT+C7t0v(_2<F3&li62QEdo}SO@+QtUKNrwqx=eB0R30o9KA-FTO-{H3Kqh8GZ
z&$+y$tFgJ18nL%+;I;Cizw_4wRj6K@qcE~k2c$_FCF5mG!dHM$4ERGsyGlcQ70taT
zdyL#(!RWqZ<O?F0n)`vvLefEg_0J?=p<Tg;8GTlh^Z8)w`eoMCMY`C!ZKt%*u%)hC
zJmz|`Hub^0p}IxnD!434NrH?lJuqoS;+2%RiC9_Ppqk~_I`hN;pCI7*`yV0t$rmI`
zbx^mm$!#T8{9Ix3{^#1;D$A|>jL~MNYlr1-#Z2`e0F^y5$((&xev=g8DtJ6lxPzGh
z1d(!}R;s-!5FzbbO5H5Zaz??05iTDJT)8ze$m$yr^|`}=u_9}}2NjK?NP2YPBnAC&
z@E&^M{VIpU?(RnZc64sJePJnmql%-sMObaLUzjVHyVsn1NHioypLrUBhZh`LADqGm
z^wK^qpbI6`M*PmLu|==$0f%N;+c!nX`B|rUPTZ#jYPbP`(z%C*&5+W?L;dixh(fZ6
zYV$rK<w!P8y%cg#99#xY0oiYvqY(FQoJ75!tYU{scZVTsWXy~{9~1otP9`PxpMJop
zMt4pcqnE4t_fQk4@(F<s{_Wk~H9kke%<=Eu@u$H|^*AZnLQ=|+?c`>LO#4&oqse<a
z-(vpPM49iHMZV9iAn<#5BbMx&YQ-)lBeUPu<;)-Zq$9l#xJF$+d4Wy8m9VpUzC2-{
zU5MwE32+u3%(^OhZr%tSUO&g*_;`;9_Dv^x|3q%*!xnI-R+w8uX`fcL&pyT%7rHiv
zR`@IU+B+`S(Ld0w!-_gYY}liC{cpoFNIpymqON>h)QR7(%ylDv9W1e936<ZN&!vT~
zTUt!dofaFI`4<rzQ(__|wv0mG5rR?iDFn1v+-kM_J(Hdw4+!qthgakbT+W;n%^WOI
zbZZ}GZGLISMUAnsbh4$lx@pDP2(*qS(&fOPaUh?C5M>q=#TE(JzT5M~$@gu9kHQ^G
zcf>r8mXQcSa?A8bmiMb*$TsWip9FBxWtkyBFESleR=E82^5F5WUhQbPn5vq>k}mLq
zw&WFtt=!X}=X<-(M9u(Qx;@K*e>;q>?DTj$?|N<=#|!oE&984-2{kp9_Z}^>XJwSv
zzrLJQdy+=uWbE<6lem4k+PHvEPkF1je#_`OULx*^PsI&Ke2fVxU$G5=Tx|^nfnVf-
ztt^26wrI`~I3t$vV)m!XvYSNqaj6Cp?Kh=JT=hW5lrSaA8RmO&pH6QtHL-?@r(lCr
zgqmFoDil^PM!k)3bw~TLa1;c<BN}qcx~_~A7tSD~svb{ju&y@vq%RO;jYe4VgJl89
z_aUI;i{!b=u|wm$XQr=#^GKmRe*-9{Q_6-!l=`?ON8HxQesE;^0Z=M1>b}bNcF6L_
zm&527$PFhv#u|a&pgwiCASl&g?H=rTGYvIUvp>I}{=IuFbGbmrP6~d=W;(n|;EfRW
zAe0pRev6#2k$+~X{io5a0sBhYrat}94k*nRj%tP7yQ9Rzv%|_RJQxWgOO-UI%vsOz
zKw<lxywrFIjyRc9E;{5F`GqPd`0c7$eY3M^adv?KaAtn)We-RUr)<n!O=(%8OSE!q
zU%Bsb#^Y@k*>t~HdLm0#f!K|81o(o1Mb}4uT;t<a;)kmWdQt2_bsR#8zDz%?9Ke+6
z1f9`9d=A|DG_xUm7!O?k2I36;1>rSfnGtlnJ`h58Yr5l-vK;!3+r2-o58PQ&{rs7i
zTrN1JzdzC@YJ28gH@rvffLTjS4{NB)nKVbNH7>bndZbvtDFU{CTuzI+L8W80s?yS=
z;z;MQ<&B+V@aUeIU%hbVHFv-ST5b69Gh27`lBpG9_+pS=Bqopq(<Ly_*g#>K+e7a<
z58?flhpg!(N;k<FSW%`A`^^aFK%lV~z*;m2uFrg=)u@5SPDE4dt~LnWqf?+kNmPdt
zr}9@bhE)v(0;(N#3OCRSsD4Rr<i%1yfx!d}?RV^5@R#&uRv*ACjt&TV$+$aobhSL=
z1nde-@ZK==4}TiYSN)#jBj*+<K4EDOB*xO0V`9CwK^glO4yop&KRi*XLK@16KA3U{
zim_|yB7e(}`_uj!^tIMsvHKQ4hV94DFTyyboRb;><D&;<L0JW7g-1@<O1+wkb)Qdg
zpS&q^o!GR;3rPk-7D8u{a#8Tv4Fc`rcQc*{0JC_|JAqY?yJOdbEKg<Wf}TK^Qa3!_
z1{>BfXaFUs&8LZ3yUuSosu?Zr;9-m5NFc?nR56#Ry)Wo{@(Hs4H3~BR|BZqwvg#^Q
z3ja3+P5U4D@4tG`Kh+hC4D<x-Kd>|#Bl~~ruJ|tr@c&SQW@P%G5+EDPj}NUT{-4bh
z1T0KHH~*1Ue<~u383|Z9{?7s!$4>zJkD>pY0QTQBXh!BA5Bk4r&<t#>4F4s7U3x<P
zRT62wDQj=B1)TA8k>}aEl5a_H5)z(~fD*O&kpLqisVwM`009gC__q9+h(ttse}K?8
zNo{=hVY1*1`Wc0B#Y}I<TBA54IuRk95Bnwuj1!%D6kD(pF-^BSk34q1eehcx&KDhI
zX-j0YIF<c=0sX>t0{KDCnV`b?ztaD&*1iHNt|n<T9^3<g5S-x53^Tys!QCx*aJNB&
zySqyuxO;F&kl+%6LvVN3V0i<(`|W<@KmU90oSg%8yQ|A?Raf7UTYW1)Nnhsc<H7{o
zN}jyEDSNM&dwx>eIrq(L?g8~0{pLHDnKW28@`HlG2SKKI0FBSoyq{E1Bfgr8n)bFj
z^tmS@S)Cx#(`$G=U9B2>X@CBNTotCVcG7)QUw-W?K806FaX6Ixpd@>|N_|fI7itsI
zhE@xowMwsD@zLpYIo=WR!~I~6pUU<fHvLZ@tUgnkE6=D}l8)x7)F$dQcha!N7}B3W
z-Do5pdbmjSoxg~|&1)1S!P7De#)`Pg*hjev(!<8Q=vIF34+xA7@e*zRhDV+63Pd^c
zcxup!rsF43)<T~k;FyKjYQEfZUU1%Ng+GlL-u{VvYe`!7TIn3oC6N65wR9Rv4%s!m
zk#Be%Iw_(11BEg~x%c!ER4hiGH6Ry1-CE>bKjO%}&Zag^hBBh5LJ!)!ARc0#=XF-E
znj{axE>tGa`~xtwFf6?>=Y5F?LYiK?6JKHYbuQo&%159aV7ELTZ)LC|wubSvjBxEg
zX$y#BvBt&`F3%MOzKUxxS@+CcFl>_`z}chz-qwW2gZL<mk0mT0mHQ2)9+GR+ct>aZ
zoOc}%p>*Cw<>lhqVZ#d>-Pi;FC4k3^RB{4X0%s|;+%(8V{%Y_Xoi}(1-xmvBRMO|4
zyzt?i<_hsfV!VC4MIgbGt4V+<K;(-0pe8@MB-^x(^*zP+YDD3wryQhSbTACG7R;Fb
z(gmoC2t7rp#G9jT`$NNmY~&5oY42&bUCGpa>GVd|2w$d6AF721SC2G(#{(Ws0Vq(H
z35KM0Dbb^sAbdR8TKlv&1~;Z|?-s&ehr7Q1MDQDhaNdh<{@FYK3Rl7lZJsOS#;5Ln
z?*0RTks)uyyD};G!lI?~lbnpXcG5W3qmQ3YD_C%xacZ@Oua&N7t<1@rDVWJtQ|qqT
zx9<jBlbrUR+Z<?R?5>x)@{D8%Sn?G+VuiK7nz(4#S3Bn#CN^`YPvkG@&{T@*U$!`W
ze2Ddn^4AkXMA-gNc_o3fc`lud)YgW^vBmZ^GfL;W^Ks2__%T?j<wKpE1=|@l-omq5
z-DzS+^1U_T!_0FhH#FkTSQ<I?l7#e$%!xurUTdK|3|yqwt-?JgJ*Wj*C~IiH8K0F?
zmWvb-+bR1d**+Fq#B@YCapNgz8IZ~N?M2RwW@!CFy^a47bQdNkzS)HXqpS<6j5^W7
zhVT9(OhgeLNxX<+g{Bawi#|ll?p^&usov8fqh|Q}CEC!Zp_&bjW1O(*@4sqESc8(=
z`WIGVy;f)`)2bGa#q2rGAZG+;&m5vI12}vO4c3JBHLg&vuCFZIcz%nwzX;j_a^^q_
zUdmm`SxZ?<rFn^q;34^#`f#=G#d=jJOr|v|{>nL=Q+!R4vb@+Ocs?eaQu|!^M{d5a
zmavpI@3Vy#4>0;7dtbB0!JbTayOqXq5mBc>wiI`)H4+vv?~N1;L99!>Oe&2~Rq+NY
z&~3SHeIw|E-zb<A7(Lg|Ab%C&^d6v^X?_gk66pBmrpjwL><=X&j^f%U-Ml=pVy%lS
z^7*oigU@e4p|AJ4QPg}IrQ#v&Vz_K-UN;5onbi|3>?Vv7Klk%USmhXTC((l4)!867
zYBQSppy9mhA&!e6&Vlq`y|q!O>W`jjzY8~HVBxsWrP=FUVJg*#>{ipVPY6Z_y*}1g
zs8-Kz9ud=_We9}|i#sumb?~&hV*rBJme9UwJae|1WAN;??sN%Ig*`c<cX+XDi~2K)
zY<d(G_#C%2)aazTll;Jck+pNYZE9hy>+(f6xmKj+H0I+j*@va?Cy@4{7;4c0zdMhv
zoVCnIQCg_lcq>FOcm3sq6obrza$j7&;E`*j4dFAk^ms0t=^p;Gs0E+iL#vf)|EcW4
zPbeumA9QvQdMflz?AtVE!dvwpp3W?<cFxb2C6sjNwq%{q7u>kLoR?631{Tf>@1v!+
zg@IK)t_#aj*kg`3vu1ti9Kjo%QNBi1HVffUOD=p#j&dGEwV$3!rU;$Kug)KfaWIC{
zq3`f9Cx)84K2&by+fK(J5FsvUen>6ctJ;74XeC871eodw-_U0~ghK%xU#8^TL#8WO
zGBiBLd>WHeck$h9a4x(|PAG1P8U-4zT^8j;9VpoeYUG7-^J&HlTl1KQS}rPe#<dPC
z(5PbvYGt<#YZN5WD26o@>1-z)4(d~;FJ{R4J|#ao@~UH-eCV!}Gq8m@L(VibtPbCQ
z+Mp^cNm9sLGgopjPf?7w#U|#hW@u@(O2~OKdE*?bwGMahrD|E)irUkDOw3>tKu%yl
zKU1P3DBC9{_$EkBOhyckI#9OABj}2=yn{+ev-mXdvEKJeA&EK79pvChd6-ks$JsZz
zb_u7B5xhm#^!d2tSt><=BPFUs^26$({U_N*Z_eLTnj9XbNk@Bi<46c@e+}c-Ar@YK
zQZ*j3k(oBMkVeL+WhdFTQD{IOV5P#$fJ}}$Oki3t%$aKCrs*T`Za$g#;oNxuDRp%7
zle**pAZbQS1Lo9(+56y$c-9e{DG$t5*5_5ouE=U7CLvY~+GGAS0oO{x+pHh0T%y}M
z`mqUET^m?JxALtk1L>!RKZ}N-NSa>R7yGv_0INM4A%)d-xws8qQGMUB^0&>dGc0r<
z)IDv$nUt6)!a6cN87+%iHEj#{$vRt;wU%U{PM|FPB&YO1K!ed3=tii{tTWIj^odF?
zaTU2nA@@ur&F~`0Eti5FP|`iH1x~{9+8KTog;=~h6*z`$2NQc^m|wqvM<G5D;1VrE
zO1Ah2Q+R0o8(XM>?3U5G3Xq_C9~pZ&h`#NGac~|L<m_c<8LWd?RuA7*XTZ>dV4mY-
zqn(nW8;i8}9KVcWI2yUY?__N_@;xvrxmQ7e?cq31CsgWt{PJ2cL0a}#w9Ej6_UEY7
zQ*rwVk8qkgzu`LedOSG-VQ-|4C3FP?c^Hu7c!7lJ{Y3`rE}?d~g&W*jHlAN5{gWDr
z6NW8A^RDpRP=wS>`lCRYI+xE!ivus}@xRs^+Yq!TrLJa~Z5e37e|QZ4DibduC`Sc>
z8AB2?j6bRei+vb<suO2CB6LoFg$ciX<>i75&B`OPF`<xtY;5ayO9xjPsSmR^)g&Gt
zfJ4NE=E^9A@$s=6p**J<SAv<tr&dtSS?Mi<?;9I~>I%xi&+>9}$Ee0mA!n5+Z4GOe
z0-2?T5xY4J&g>>h1Az6nSMza|B0J{VAKS2)p2fzto^umVau!RIB^&k`6G9dx4UYOc
zs3~pvj?S&1#1l@`o$WcTPsm+PMwMA#u0#cY1=0=1&L^sQu4Q|KWnd!hS3X>zyLdzm
zL^nEe4**dOYms--7Yj69Bq8s_M)c_=c`IN^<$QoYm@Vf($m2$Ytk~xbj7knmv;QYW
zZnW_uHv*{~n)Qu(y`*o4Q_;pm!`I!F9vcqP#)RmhOQPf%xiSIiIP%~@ZzDm@r#}x;
zhr({!2{^q~x}WqFH$#He${HneUIsENmf?6K440dM4jmTjdSS%@YLQMaI*?a5I*_uA
zB8{i?l5l;b>c04j*t}kRu^t;ZahUPD<K4T$-ep{Dm(Rd)Ken-k0EbUfiPg-LM@;k#
z5o#DK)$v`rFSH-7)|XYw6ES2G{fc>~@a`S$cl9A!DPyg%*}9xe#g9L}W@NewiW{n3
zRz&KI4rMPMSGS9^D+dj$DOZ=g8?ComUiQ1FN0j$gr2DBFw;FD#Rd3bP=UyTr6>Ls-
z0NGU^tSCFFk9#p5v=e+|ai%lHRF1u6z+k#%ra}FE-E6~5a8(}}`KNNg&b!Zi>OW?y
zifjbcwt6Ce`}cC;Yos{Yw!KN~#km?=T+0NHhdGj-vdgckg*?)t1>Ep-9yN)c{4SPD
ztpQ-5H<y0xeYKZ7sgb>u>gkGLlm*1abi#y2)EZvI){_}OD4!%-%42v3c}d*bmY`F|
z`Fl5G_uI6lZDw$}qopk_-Ru-V5wE+}(d-dkNR+igY@U*8(6l0>9^Kot_aZr)nAK$4
z0?;6md5_c9O9bmDVN>6@aEtA9k)?I`{b-TTD3VwZm&P#`5eUO>L_hXMTd}LOF69yJ
zDVwUCh4-o(PcL=pH%|oo2rWZjV1DwnQnwMCG^|-0sdNG%#yP|pVq*KM5Hd|(hUN)F
z_wdB9(%m{cd8I!&J!dJx5LFN|&Gp0MEorNyC+U-*ehcC1owt#Vj7dCVxY`;`LRxwP
z7YxvK251Dsgg&4{;JY|Nh?}^3K`67k&B*(xUtjSUP$;pkg@k1vi!C^jsMFP;xXgF-
z{$grut*v_+0LB<t!}XFP${n!;;@auD$BJkMI*bw)l`NXo4$i1EueDA+C*KO%#J;u_
z{A?3!)qxH5m(ZEFb^Hahp_RgCfCc+QMR9Ld-RzKF&8_Caw>|P{@Rj#^nqME;v&%xb
z0I97Y`0xgNIa;4#uBdA9M#|<*P<yB@1@($PjK4QyLMAq_aABy$&u$!s|6WkNH#FkF
zVpld#@XD%*XNJo*ph0}KKAJgbCR{vktkx~%t5Kd<f9SWL2oBE~n_t7$rY^2C4+^%{
zD$+4LGeX9-O;U=Exe_*86t`MpH*f!VPtr~wI?#<x2SJ`rqyA_q_A^J|0QHab5D0pr
z^#t~9XYhXSW|IMS@KcL<WtX^BrH1xlGUxW_g}D`f%{xS>!8&oFtfsL}xwaRUy@cN=
zkt(LyL>>yV6_C{kw>oVbg6}56(2dFX`f1CP=$6m`)tN|I*40F^2G1X#26ZJwj!`dg
z)htdgD3(4^9TbXQ0T2m^Gdi)7y}o|mKPa%hAZ1|*zrnTF2^!)*7OcFnxFCA{J~M4^
zh&NB*3T+jSj7UH|<ox}}QIN9-+A(=+InT?{$qBuU;KBF2Obg$|-fSCp`%Ee+#0qMq
z4e+zG9MH8T27JoppBHq&DSv!`G25iYdqvOSSsrjkbr8OxowIn%=JY^_d^db^5`#>Z
zlK(Q}5kF4|AKAFfJhz0q$e9<is5{0<Lz%5~6VI?Y)Mp3tf?_AcptfI;;DXwi!Z0!q
zZ&v$d-*LGSzNwztaoIXi*3>#nx9l5z(O*N1CBQ;plNBD7LEtZ)#9HwprXh|W9@|;9
z?i;uvy>GMfxDc>fS)5E`0Kp2VOCKj1scm(q>2i}myAkpp<p+E__-u-zmYz;eg3OBq
z-}(OtwZe8Xn_5RjnBza^ZViQrQt{!nnpD1d-8JY*2nVD#wj{#OVQ}EzH%NLm>)Q-X
zip<1kg9DXSBcU*Z<y(;G9a;m&>4!aAHhOytBG?EbG9TUo-qn9$D3&84`1#O8SMLsp
zY!r#`-t8e1gAFP27U+lZEmI5Jf|!3{&@kBqmN6pvWBzdvK$BgC_ihhBGJj0AkS^_*
zTOfc&4tuGOmf6Uyfe^9;g%JveEp=I|uR_BJJ0oxV@oZt_oz}}xDdjWk&H_!oINdJz
zw(()z^qmnaFDnT7<8+yNL3(U{^qo=idojMevgTuCMf~eR?;H8MIDBpa#SvQf=BRJ8
zBY77lZx{khK<^erkb4ngCf<VOfG)x>U4y~5fX?QaOc(%zgVMf1IywuyM@#3WbSv&3
zjMpWzWPJ@8cHXctX+Hnd<H*oRzVs?xx?|2?gXxB-DE<Id=FQURd_1U{YDvnfP-H~I
zAg>}FF;6(b|3_FEwl;CA?33(|PN)m6K2V0p#ztP1(&_x^T+RZ8ZFwSPId2)jHqI%c
z@Y8ngh1$361(1U19qJ_93EIvrAa|&TKSD<=tRTv-Y!2h+Bo+!OL6k&p+i=}-l{yR(
zzuilzW+NJ#q$%Y%ITR=(WIdlHJ9N=mH^)nT^t>ZozkaDX*WO`7Ym<n?ADdbjiR=a^
z9bFr*)yap+hs?*thyF>8dR*{vXcX(@vbN6yujjma8Xo<AXc?1PQP1+jwm02HpPP(H
zlf3$cCivJl;8}*JlfZ!B<D(fx6WD`CeRO04i#<Dnjet#V&ru$cG{cNt{(w_~8Bzhs
z!DbNwn@msT8AWy`<Y`Xbl*Bf$)hvp1c)cO{WMv-5bNI81_raU$+tkRWHX`I7-+qi;
z?vXfN4zBMcI~1B(2~mCeuzFv>!{vh`(i6WrH^LtqyhB~sH0`cEuJM=hdcVn$a7ULk
ztUZK}RmUDAG8j+$9})8|(mGU%eOo_pSr=bK_%=}Qpg*(ehA~B^@_hQNLAZXei&#ec
zU<bOZw!)aPd$RaohAz9lVa9j&`xW+X>~8li?wPHFJZ_xujB*|NXKlU&$k3PP)2I{k
z6dwhZMqEFPd2qI=o)Oe6qt*7df0OtMWFNFpxzT>}kXr0G)&H=+pWr<^ccGa_LYDdp
z{tC;A`ikSqyKLzV#V{EIY6jZRJ$XZgm9(K^*;opVK?QI1@dJqCy|%f&k#!9aJQ~o^
zlzK%IJURTdB{L|GdN!3TU;TA)GAMOK&=2?Rj0@=S7s}j&L5XB++4GL*fI75IgRt-r
zv@ulbrD1aYmimASZ3|suQU{-M2p=mtM#3cY?PAe-9OU%PPvQBvso`gy7;6kQ{@>=y
ziVJKNk~$N6ObeUHO{6+nEV(;tqVXeN+kpwlr44<^1?e#d5XJ>9bO1TtBX8}PN4*sW
zWNNJ=_R{>4Hi|y(<)M*JA||3#sf6ocyhrF(SmM>wGm`EAGpT1jNg<w${QeDN$k=v1
ze&dQDMWPd1X#6bfo%{?{5R)WsGY3;Yhsr(!!N|+y;@zW5ecDeV1o$tEj{^^zVatB-
z5|wU;UWzBz>~*B9ksQG|F8ook6f|{j<;c$3BQ1@l5edXkKM;ts3_bbnueEhfvOzpr
zbt-s@Ftc4~ENB#Frc%|0xseJ8ay4y;DjmLA{e>I{oE{?BIIL0<9=j-L|0)Y`6Fvzp
za*8RfN7pP$oSZnz7*T!wnliNDpi062l8%m`ka2Ts4B3@g$wgTAMNzrXn6mz;gMxDT
zrr4PBi><<-6Ga-u9@o)I&=*UiZTXh-eV;<C+D|z~GXBZKoC^mmx}DIRAKtoLVO7S@
zKae<+P`(T^a$O>4f1(tt6|2==VD+h-mg`cIzoMtyzKCjvWHP#lNvFJ<mFRmg?n_yX
zEIn0?Hn6S~xqNKE$l;7>b(AZt>aoesf`jKrDNOIrStyIHzLy>~d@U&{iKX8}DtVF@
zy!<^cI7aGQBz5eBqK)0lUZGUL611*Jy0`>C09{)j<2f(8iUa)%3f`EstQNKSs8ggb
zVm&2DDc2<-8K>lqUZwoa&V(AT86rvtZ0(v@gJ-nZFOkKtUX~W32y3L0ZKpS(sNjDW
zd*2-s9%!yIbyyR7VsNs07KixG={+89y+e5>M71o~`}=&)kyo>x;Y;7pZ#vgp1d;<0
z9J~5~?}3EsqIw^$i_5w{q-$Yp_vjVUt*mkk07Noe^eZsc0|oXp)+XztBw+gSeKAH9
zkqsEGN7`r!<{cuQ4`&!CL*}GKC1lWkh|#>jaS3@G8WoOdRq#YG1m+(|JVL=oIFCTU
zQ~I(b!Gu!{q+k1p7G%!pKbXfC-mTlyiXi<6N(JLzqj>6qO2*R`=G6dn@`IL_N_2|}
zd;49WI=&2abYE`i257Dz=tN7(`=!Hr@@0M7C&o0ki3{4Kn0DjNMcYS%SofVyt08uo
z7fQXw)hSk=_A4$Vcl%=opmuTWYRSdD<;xTGI2xOwNU=<c#x=P=ci15Dy>ir_U!2kH
zD*ldfrV*4C-9)4u4t*Q;4WBc2Vl$bL6yMY~pqsFJw`)z&Nz@W;V`~*(<csG^ib8U|
zmn4%>;~z^GP;yT`FF?8^>yU;;>zRKPQasC6Q^{MF38*>AEl!C{7(ArO%^^tUwoHO;
zZqwuua=$WDbtCHnibFzaeclX>j0oU7+QV+qdlGI`Gx@@;X@D*vq<S$!?rT(SXQ$>h
z<TQE00QMLWb0*bSuw1JlRsH0AKx;$e1R|O2ysBFf+eg~l#l=w?Hc~RNFS=bgLG@|3
znfX}=j{l422eW&gfb5eMKT$ur*zqj&Ojp$}YI9p0Y3{<sm<nDUB^AbECsh}!-g5d1
z$@EUaEjsk0@dS*lwj1Lw=YC|VmwuhCqt*TF^w~z&FRfZ-MAh5P@2hwduY1jn^%p+C
zW+iTll<5yuJ9{;yf<e9{hA+4#<sR$Z89tlGPIP(4>x5ztf8g6GoEfO5DF-0%w}L$J
zSnSRN*6EIAKXuY#<>1w_*orqfjClEwB-Z06$GOkiZkl0>Rb;fjYl#_9*ZfgQ2m&Sc
z_OgbeuxwaDZW0oD9v)TL#<Mb~v%HuzQwmP2oZQYQvY<HmCGjT4+*q`Wc>mIc!|0ND
zZqsey*Xpa%jc~5R)1X9UK*9Nm+PK1qbl<eQoORia;nt@s#f$Y&cx4Y&tn;_j1^?Ro
z#Ly+Gfl=B7d#SMBp1;8+hD2;{G+2xXx}Xu)(VRqzKZ0nD?4GE-D4tAdJ*oe`?NDWT
zS*hJme@$;WQ6tdM)i^O6_XTQc*U=I3ny7fvKTPpAf<u6I{^$mh<dM`7*PiQaC*X|n
zY-agO_gU$z`w1eiWC`PN@&?_wuZvw0yGE6R*B*gJp=Idqv%TVaqCLibiy0!z0@chh
zM9r495vUzY>Co2jx}(mgorsS*c{98}Uvs=3v5u(bBOu@|E}Tvg8aiYkl%VLtl7a=M
z^N~e98<MDoe-nAhFCcgm8n3=0l)C?`&ZKjrHf17P!MRH_7v)@oe8y8#w@oC}Zn=`C
z+~fPzc=Xf**8=VcA^+U6(PWb=LTjt1Qy9J8hRI%3SdN1GK9icWBb6?Ktr=c;E0J*^
zv=wXmK%Rh{IA>YT0N~khUgAoa=rfx-DM-Aj9<Zz;oZ<^^uk8xKbMKME;3CUf=`?Hu
z7O^o<5~v=_60yfR%EGH=tVaAOM)|R%b`E>5sJuyB=nk)n<U4A_*f`u^7aecfr-khn
zOZxpf4Gv708XT<VGj5YF(p%h3XDfG)<=gnSdnP#YS!W%Gv%DGyDGpV~&8?vXmlUTg
zzsxUA`%QCv-()8WhoyX3^?wauyf_-L?Zu06?B!Q^8eGCrp}%8ULfPl<CwdTm9(e`b
zPv85hu9{(+KlB2hWqi3Za3i|H&D>=!i_vb3z4RCWV?4Dyp4({bt?Fe?IIY-<g%p#l
z7qPS$BO|blmDw=Qh&Uh)An{;U3iIy~7z-H;Qp=|@$|HrL=!?yog?z+MKkc(ggnVZ4
zHs(#A#i*zEe(MJ!k2;7);U*^!$MN>b?sJk)Scx2xj3uJ!4~YEs;&6WQg1&TQ6Y`-i
zO(!L!T(v_a(jO;EPZS^2Q`#eIxYcU0BgJ56DylAC88wSLRKLkjF%ojQ8OFyaVjX6f
zn$l=Vb#nUQ)Sko80k=kxQgRDvBx5BvDZv#L{*BK>q%9I&ZAAv`CFU^0B;ONkWFm$x
zlHPB*Sc$w{A?RH3ahOSob--wrr{5&IJPo{uU(wO-zvUlpi6QY2|K9i9uzZqB0{KbH
zS}b#VQ6&oVV+Ll-Cpjp2wC@yD`Bax$#<e&&WjeF<+qp$Sv~_{f5H4%IQ*Vc_wu1c5
zGZHYn4XQ-_&{5?PoLBPed&1mS4(DTQI*)5+V1iDG@``G&W;oYQ>yPO{uB!bL6I-if
z!f86&+hp!426RC#*e2g*j0RC7(9qGn*lw~RwAqdHJBJXHREEB>zUqE^pW!AMB+9FI
zGZQ0Gl>}d<l;c&S?Q0I*s)PzV$&uCjp2|@(m@&x7%b}!|J1dlgVe0vS{9$g7oymSg
zp{*M@Lo=C3_f}rWOQ9-XX%|?t?P@}rV{?IN3Gdm6w6O`YV+32t`pKrqgw^UZXiy}1
z?E^B``y30>n;(rSOfv-b`;biueB8<ewCQ~Fwz;IRF&awBNoJ+Dn8|}eT~>D|x+k=B
z40ZPUQF#PxJ{9dv)SWeFqJzabkk>Q=Ia&~Z(@L5`eEPMgu=tbf`t37yLyt6_N>8ae
zK0)2|U8WAo_schzM#77=kn%I-h1IB%sisU`Ynvx4v2~~$(AiiOz9>XZ#(9NW!+w_F
zF!ikextYnAqI6?Yzfa6+d>1;e>8!&Lx+mTvZJ=Qham7n@n~6O{6y@b(r=In5a>6*H
z4Oh(25Pe5;@YXYo(l*tJYp`J`hA4P=Gy#M12r)q%gVUL|>!Vi=c8ia+2UPomOb#N|
z+p&Tnrl<1ktHf!vhnYI=BY-^12J4wB)Zn5vEY8c#&T<~CseC-{tWUW833b;S<mmn8
zfb&7*HfhHU3YCV$7m0xtrlOnuEHrb3xUETLZ0QVV=_W4uN)93GM7*6=q&qK7yVw#7
z$E2#2IQEna87k_tfW?u=G-6*K#`Eb83~pWd7zedHC@Ge3;G{Ja(rx#}XZ+2X4w6vT
zGZ#(m%%iJkNtYZpkTMGXfph987KIJL!<!uRzp5_SXDBZ%yjbPLyJSD*v*ofzOGYlR
zG@5MGK4_Ih??;V(kSgx9*qBT(V8`j&UP1NAad$8UI!F7_@_}9ZqmAVQUf?2kz9dbP
z*0qO)zje4y&1%F&ghg|<oJyB~Q=Lp<K5@CQ!&~UQlgd%hsd+!gPe82Jy6uLaZJ`ft
zEA56PsrO0V2{WBxY?Zb^cF2i++p#@j3aO3vR~6|KG%yDbI&_#XYl6NZ7GJ0J%ke6O
z6_CgC^#)TMijkD_q)i~EKi7bn!5I#B`}X_A?-H_J{y6Wj#T0-#vjL}=9K!qLC`7SY
zU>})zQPY==T?3r$yP~-MG3NQUBIGD9(-G}~Y7C#;V!s_8m~`-x_$H!03+xk>@3%VU
zq)Afw)fR*QfUa-F?1wA|f23QL!N-rqhYCG-G5d%HyvfVECs<;l1MH)pcL&p}m3!h7
ztazUi7;-KTn$ihzOjQyVKh>sXT*U0PC4`2%?B~4suEKF01Qp|%#k*W$FmF5TpwYqg
zqqK1CJ!gBkdoii3sDQ!rW!_Wx)69+9i0}LDm5In#H4+r!mhV`#Tg41m32PtTcn~F_
zKBG9!6J-Pt2+Aky*;6ZA$v&_8DKVl`op_x847e#jNf#$r%#;=Jf#v`wsTG$GUOm?$
zw8)~PJBhhnzJ=m^DOP1P(jHsjr05+aum1{J;z(iy^43u_SNcT0mvg-ebuuq>!$<X1
z1>4Rz`Vfmq5q^?_y#xEWf^~KGhew39k_q5onLybOkq?`e*<w`bFNp;0v&~)<wJQ-P
zDSui@KfG)x(c1U~+^vWj*9uQ@2{>aln+B2}b#@#Y+cj~W5weQTUX~lXeBS28iO3(i
z8pTg$%2O%adRZkq&J~1*=rp5FN|V$6QQ*xF#A$W@39Ro)Dd1P}o2uX9a{%)Fx_0f=
z<&*6n)-8T+Rumq6H}c;};@Iz#8r+nFRn>dU8q}<ARjy;OF-@X5D$PEu$k>vsh&s+S
z!iI9NmOpe+LFA;3nLscxO>)^EkOz7%u{?P>WO|s`EMFw%FW=QKdeA`Fx1N_G6>qvl
z&4eWR!z0UcQ6hX&#j)k$qvTKGC7PxEz$5?B{mB=IXM0z_&=2RAzh~A$D=roVTN&qw
zdhqAX*RL>Z)T`C}Sj5%F7C#EMR6p`ef!X`^yWLC!c(LOY-a7|A2gr_4Wn@N}{OX7+
zCRHp5*`Dm}sgScX^`HG}%}pw-wfUyU`n7*`$IaEH4J#|)tL{<MShDHk%wlrRYT2)a
z#4f9o#g>scix(|iYm7WD`$<799LLA2xkPTqkyOsaLfSKk&HjTWQzW!cQQIVYCiw_D
zqYrZCBAYO(<h14WhJ=Q(qP;MZOhAe9Y{-<)-i)9~<&PQBD}|zx2ren-Q-Z*i(vpiN
z8A70?sENkJbn`IH=Q~y(t$z%oEj|dIGl=cS9XeI*#-}T1--$(R$z1!sYitw<Jo&&x
zHRW!v!QsnP)w>%TRHvLb>cfUWp7%nLje^+Wk$BXX<nT&Pg-@6qG*S&k_A1sWd+)yy
z?|z&p|FE@h&u((|F=|td70o>;T4*Lt3m4d}2~tA$A`n(G9#Rn7e8#+^Bs{{usk=FB
z;;S}Oq?x<h{^%(cHT<Vh#~@KFlrVBb><a-eKAA&;f;O=Hn4q*lfI~sl(S-p~?BVG$
zju1<xPjoF=LeH}l$BKXy3aOh13%YAxQ~NHP-1e@f{5f0kz0;bjZ6?lfP?3HX2T=Rr
zbmHW`K&r`5DVG`yeu_kh;&1V6jmpZ6Vt)Cz0Y&%MXlcqIZ>>=sEz^fSmsYvYyC!(M
zcz54yBQq3^(N0v7GG-yM@qIN>%`C81xU3{ojsWw|d>l^s3|>Rju7N*eL}fw6oMP?W
z_X9$%Wt?Tm`}V<)XEr{B-LXUkZ7wzH`7%z9*>v8Ct$9Klkql&|kR%Du%41vix8948
zm)8c-kld_EfuFL_$CXM<wL@3<8}G(arILn4+2eKw4lf_~1qVEOvh1y>(Osqxw1h@t
z{I-BE?`;=~&!eG)UcRTE<B#^9L;0IuucKLEV89<T<miD8{mhdGbq9%P9${TJE!uE?
z`_bq2wJ|XLXwxW0vEmTNnN6e-H{u1afr%(^R9Bz7N#pcthed_!G2Y10D@hIUS_b}L
zdz>+Dd&P0x$-Gj0Ph;KqkdPEYSryeP3Lg8YGfQ`q)gl$}nuen5oK?biXFa|4HU<uz
zm@#fBRjK{A>u+mT{nejehnO08r$q55nn<T)s%9)ccl0XMFH%x`#mz$d<U>PJj8jUQ
zq$uxMFjf=l@(vP3Sm@Q4odVGV(-VoW>?x<MC8JSbqdLHBRYlf~!BS5tJsv0PfZ&t@
zE|!HRHz7wNTd|9rAx5lL`ATTc^UWFCHgIv~D;5D=i`m~lZV<&;T*7xoH`b%MJiw#r
z&)rKQ2jnoh6TwY9r5pW=NUx+6q}(LG(9iOQQ>|gn8?LRc1<qBEH*3~QUo^=!Wpm|2
zX<V|vyGqv|Z}=Q#Pq2$K#O(^pc-s^87$nNUm@1Ch+3Fi6Qd=UK#!l$!%P=ZNMnvJ`
zMnUBoe7tnxpR4nT;5Ek;^h9gb_f_-Rl*6A+7^b+s7@nu|M9OUEewxL<%<vE3h+}A2
zOV#hSm)SEHSP%T-av@!g$J%zrSz#!>$M1Yv_RAuWVP&uV7s23~+gk!Qb~_zfX8&54
z#s?GX;-uuP<QUbI(|8DTLruzAJCE`WrKIoW+LQxCO)O|IjmKRWyt01stZ9&%V~)n%
zRXiD1@Ca|nanW+uxZ;bx;md|x*WNRsxkt)T{cIm(b$8ELKhN^{ED~#iMU1wm-!F|h
zsq0L=4qh#tt9^f9p#Ia(w|uVMPxn*jY;g+n6^M1B>1^R<CVWT0clt?lY`4uEx&B-s
zi3wL?`n#-kIjg6uLf2TX{)yvxsH!z_7NZ?im2zsO**_oFtM<s!$~Ljl8ddO`E8rDy
zj5PkN`rbG!v6eWVc$OHR_~A3=l~44Vv@z>OyLj=i0-MOt!j<BQ7rXoH^2aEvVi~Nw
znH51qS$hBa0M}=iqg@|6xFrXTV!VaNHjt&_-jjWi$fQzNn<4yqc-Y$^1(?4+(^S(q
zoa`#d)pc)W!_DA+WgS*`{M1+kh{&zjY*BH!3!XEqW3`elQ8mu5k~t!sNxRV>@c#<1
z`{e9PI76>dxSJZ|+~4rUTU9?+x~J$AaLRaW$z)k!c0BtrpYdoMp^7Hj?!-@Zz_D~F
z8Gk?CSe$b^wtzyO#t7$4RcAV~(HG59>BNoLLnV{anxgWOo{gRvvzdrXkCW8t>)C5=
z4c1AMrhaSpUHQ65&X(PBQ6jCbH`xvR7Oy@K&rImV=8~G4;`T=o;-}N&Ij2Q#8`-@&
z6wxN4=_3C?&gm<pL*G$oHpE1w*~=UoXd_zu&4$MD`T_PYw#w>5Q;8w3C-I*Ne=f*J
zxR}skB47rDo`1<sRUMGPss>P)pAH22P0;KeIvU#-NQr;eIC5+qH^_zGk6*~580ZGP
z0mg50LKviV(Y<*LHM0y!Jii=%Gkybqw4H<Dn?tGikMTo5>*BB&C(|!y8@s1B6PG#4
z`;JxYsSdnD(!M&Y<)>3ebfSlH<ZEA4NPjUv9uIJn1dhvmO|*>$`#jc(nG^bu$TaE~
z<0B&PL3MNv=G2!j6P>6mo?z5&ut$7VB~GbN%HeGOSzLwfrFO%!1~s>d#huUUSgMxZ
z!I0WT#-xvpSDdu&+cnQ5dnfnMl_)9@wJGMn*fl;Y=giFA%2j>m(v)^Vbwd%Mm^}-_
zkLzK@f@<HRWEq@Eud@Kzgi%dFNSRy`jdmHYf`v6m<lVOPa_4G3u}}U+(hb-0ZPVAR
zp0BT<54MxrPOLMXyWIc6`dL>iVU@WWFKEN<(53cZd&9wBl-KH_X#4olpb2O+G}+aC
zV1c7Lgn)I{{3x_62au#*bMSqfy!pm+TiCW?QJWK6GZrS$ycO`K6DY)^Ld-&)qGV;o
zLO0Q$kE_Efk8Evak}Z^P2ef|GJZl<0QD-2)Z~r}Pyd*Cc7(I!ubUIZeC0Z&ei)V!N
zz>@puhgey#O11aVRR8Cq*tnE9SKN}xA@fNCHUl<YS&w%3Gq`+lXBTZX=A35};osw?
zr@Rcd*TJAaNFQ8iE8a1a_dO_bG3B8Ajf)~Go%TwbR%-TV5`yL+eTBr1gwgh|iDfz(
z#%`v;SAKGjHaxq-e$6#4`W@n&NU~z$?eP#L*KsGLo@!bgR3^!uMU00v9SCeI#SH8i
z=^O039itOPZ7V0?Cfid(tLAZNjePUN#uBCEvbXz_&v9NE72!5UEEbPgRy_hoI3;gW
zQk0bZZWfm*WUPHo3lkDlaG%SUCIq>!yoOMwT3ta!rFDL0XVZ5}zP8EQ`I%cvB6W7$
z6G#UOv{@_qrOfli`?Q0wQ>}B%A%%or>obq^gY4hN2`AG2JijyFrlwimTsL16d?^Ru
z?C{0!Cmuc?eKhLE=8|z!o})e-FXyo!t5LNpdEF+yAXkgS===Y4_#N7ObEbA!ny!N7
zei=}U;q&`yFA9dYA~7ep*aTIRbCRvD&pAB|jD9n&@la+CXnui`z<k-$@w;*E_vdhb
ztuD~OvP}*hQRh27&?Wlp{`jNX^Ghjfm$kLu{#BGR7w9I1>Ca3SU<nA(@0mtgUcijG
zAkB~jG%%10+2C9359)CIE*2S&%}<2mT7xN`;DcbKD0ge=_rG^p5i1FA8mz{DvrudL
z#r=M`Ez{@M{rmO2ax2Bn;|U)}+{MIz!u8?#h+*R96n8Eu{bxn(hdT(vnAN~}CcPWJ
zWgFcadzCSy`YJ%h-aIFNyCJQijy2I`8sAOu9^mk`gWJhyoi=%1kw_tT6U*<1IX8K=
zf8I;~?<!srfP%5DnLf2Tn3V<o&#Ddt0u^q7_ASu41!lKE{}zzk0^VD|a0{4j0pl%D
zx4ngTe3rMZyY8KYJLWq+i`xOaTVQ?*?nK{7h23`VNbYzI{_5J?wsdcS(Ji<ey#seb
z??&&~?iAgL*ZVu~of&s3?*{I)-O=3*+zFuni{s9q4}W#<i0|0$1l*Z%r|6E?_%DO*
z<lUKZC+|+cUF(kSPRiZ+vi~Ld&TYWkF6a)>AOYYN?Y1OpthZGGBmf~}TMZ<Dj5bW)
z!j^>j76<Ra^zBJ*3n1i>xVdlRd0PU&ddu+7T7bLacu9R*Z9Q#UZ6v_I>agEQO8iv>
z0ER&RssZ5SakSFbHPyEz(a|?Fw&0@LYiOb(G1lXvQf8I}N?P&j8ySl@!Sv;wq!e_W
zOm*4xsCc-MIC-?;iuD;BwXGNojLmHIVKyZ2T6``tet7Xc*)4%1yQ8_4Iou2qM{_d^
z8+J!7syh~Tc>5L&pdz^=u{GtQdM7DEVryw>W@>Cp!o<kN2x0(%=}8P=@N#|!OPDDM
zh>?W~E)u3^z%C~s^iP5C9v797t*sS10N~)@z~}&Gw1gP~Kx}Mm03Z{9iHQMD!C>>j
z!dBan!NP_duJ6te<9C0tS=cb%*~ADhwFel#1ArKTfPX3a*VY2YmKG$pinVnt?QFTI
z?Cgy7*x>~g`apdHJqA5y12zT_NMDZu9z!4lR1e6^s;h0F$EpwgmpZHeF!OKv-~(`l
zV7MRPEp{20rJkLxK8%Y>SVn?G*vQhx_8(gtkgzcVS*QU2JpKQcRq)vS&t8BB^q+3v
zgwwD~TIv}ad=SvK)#qjcg1`(w2m_E=0R&<Pv#>LP=zt)0AdnMqj}jhyI4eI)AI|pw
z!ulVS|G{brQ-DtiZbb`I3rhzJUMnjzV_j`qcsTx{?~du8G@O9j2>pj|{@dQtwvv?m
z-~DB7emkLW>DUD<b?waI87nIA|1(|w+Y#2&{mWo0JDAyBZs_R(^v(2dZL@&~83eaj
zPnX@m5@xOqpV`{~_AmfGBdNGK;e)ofmjv#+%;Pn){YS&h_%@T+&9p5Hxu_f&^z;q1
z?aXYc;E}qc*84{^%#6AJ(YWIS{9D%l5UV>BJhS0p1N^maa3hiYmtOxpLH}MX;R`Pp
zmBZ~)2yfZg!sojAzZPSrf3L;=%4+KWDXHPB{oN#nPwCq%p%!4jO)($@$P5C3S?;on
z3J9cvlfkp_f2H8&{^xbT5vFf|1SEkV-7ZJ}c#*I$GlQ8)3`qWg1G9jjAd<Tw5{rM}
zKuka;R=Cl(uYciyU=|?wKXA+>On>p;mfzi@Wn%dcS||xC@QxS+f`ZxLSEj!cL!eOL
zJsg|>1i!rfjSdI}{Xqw2VPm;34+3Oj`w!)JLZBcZ@DDl=E9f2_2*||32Dzsf%nBEH
zAIAm(-IoW3GPB)tBoG1yvVi~Kg|gm1Hx{_s`#1;?uH+ss6wCyMzd`$(Um#4((0lfQ
zfGkY+aX>ID{Pgbe!f}v4g2xK_lb0EIyS>Zb^a7#q*?A8KVuG^#=|3jcKXriNd+q#P
z9+(yUN8G@y5b&S8kU!@ED>Ku5|AASVS?~D;?gJK<Kjgt#@7n@D59ob)AQljOZ=m}&
zvqJv#DfG|z!VLMt&v1Fr`?fH_U4I`3W@Q8Zsh90fUoo@5)B5lBF@f0rn5Rq-wm*FU
z{WHE`D2VyKJTUWZb?iMI5H{$2|H0o6G5_IvC<OY4ub@oe`*R2kci;WF28M#c_tywG
zj_tmE5HR?Ub%TYK>3*KWml81ZeZ5dH<o?<O0)pX5`1kXL=N9uHykIuqAF+g6$8z6h
z2#^JMKfVwUJPZG>0|;Sa`oqr<xU253B@iaI`#RujEc8F^vxRBH3yWb$oSY;8d1EJi
z5>_Y)K+e+AmISW!_A`a3g@GjrJTSMPB}4^C)HqoL*}xDc2!x-BUx<xOke5k_4+v!i
q^9e9RK)eD_Aou^BLgV(Mh>fi_%=YdA1izrby@5nYDJU(3^nU<;Cs~pJ

literal 0
HcmV?d00001


From 056774d3e8a1b9ef27c7a3b81677d41ad85daaf0 Mon Sep 17 00:00:00 2001
From: Melisa Bok <melisabok@gmail.com>
Date: Wed, 5 Apr 2017 21:21:22 -0400
Subject: [PATCH 135/364] Fix/font height calculation (#156)

* Fix font height calculation, use capHeight when the font height is too large
Fix tests
Add test with large height calculation

* remove print
---
 .../tabula/ObjectExtractorStreamEngine.java   |  11 ++
 .../tabula/TestSpreadsheetExtractor.java      |  19 ++++
 .../java/technology/tabula/TestWriters.java   |   2 +
 ...Bids_for_Transport_Sector__August_2016.pdf | Bin 0 -> 121559 bytes
 ...Bids_for_Transport_Sector__August_2016.csv |  96 ++++++++++++++++++
 .../csv/argentina_diputados_voting_record.csv |  31 ++++++
 .../argentina_diputados_voting_record.json    |   2 +-
 7 files changed, 160 insertions(+), 1 deletion(-)
 create mode 100644 src/test/resources/technology/tabula/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.pdf
 create mode 100644 src/test/resources/technology/tabula/csv/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.csv
 create mode 100644 src/test/resources/technology/tabula/csv/argentina_diputados_voting_record.csv

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index f64a7dd7..4796d46d 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -22,6 +22,7 @@
 import org.apache.pdfbox.pdmodel.font.PDCIDFont;
 import org.apache.pdfbox.pdmodel.font.PDCIDFontType2;
 import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDFontDescriptor;
 import org.apache.pdfbox.pdmodel.font.PDSimpleFont;
 import org.apache.pdfbox.pdmodel.font.PDTrueTypeFont;
 import org.apache.pdfbox.pdmodel.font.PDType0Font;
@@ -356,6 +357,16 @@ private TextPosition getTextPosition(Matrix textRenderingMatrix, PDFont font, in
         }
         // 1/2 the bbox is used as the height todo: why?
         float glyphHeight = bbox.getHeight() / 2;
+        
+        PDFontDescriptor fontDescriptor = font.getFontDescriptor();
+        if (fontDescriptor != null)
+        {
+            float capHeight = fontDescriptor.getCapHeight();
+            if (capHeight != 0 && capHeight < glyphHeight)
+            {
+                glyphHeight = capHeight;
+            }
+        }        
 
         // transformPoint from glyph space -> text space
         float height;
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 786cb1ab..ecc4087f 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -512,5 +512,24 @@ public void testExtractColumnsCorrectly3() throws IOException {
         assertEquals("REGIONAL PULMONARY & SLEEP\rMEDICINE", table.getRows().get(8).get(1).getText());
 
     }
+    
+    @Test
+    public void testSpreadsheetExtractionIssue656() throws IOException {
+        Page page = UtilsForTesting
+                .getAreaFromFirstPage(
+                        "src/test/resources/technology/tabula/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.pdf",
+                        56.925f,24.255f,549.945f,786.555f);
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.csv");
+        
+        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+        List<Table> tables = (List<Table>) sea.extract(page);
+        assertEquals(1, tables.size());
+        Table table = tables.get(0);
+        
+        StringBuilder sb = new StringBuilder();
+        (new CSVWriter()).write(sb, table);
+        String result = sb.toString();
+        assertEquals(expectedCsv, result);
+    }    
 
 }
diff --git a/src/test/java/technology/tabula/TestWriters.java b/src/test/java/technology/tabula/TestWriters.java
index 8d50065b..63b3dcce 100644
--- a/src/test/java/technology/tabula/TestWriters.java
+++ b/src/test/java/technology/tabula/TestWriters.java
@@ -36,12 +36,14 @@ private List<Table> getTables() throws IOException {
 
     @Test
     public void testCSVWriter() throws IOException {
+    	String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/argentina_diputados_voting_record.csv");
         Table table = this.getTable();
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, table);
         String s = sb.toString();
         String[] lines = s.split("\\r?\\n");
         assertEquals(lines[0], EXPECTED_CSV_WRITER_OUTPUT);
+        assertEquals(expectedCsv, s);
     }
 
     // TODO Add assertions
diff --git a/src/test/resources/technology/tabula/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.pdf b/src/test/resources/technology/tabula/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..64cf98bda2ba67c3ba50dc04dbfb68d4652244d4
GIT binary patch
literal 121559
zcma&MV}K^xk}h1fjqb8-+qP}nwyiGPwr$(4F5C9)ea@MgGxyuy%zb~nnQP_Z6A@2F
zMl51EArWeN8fIAHz5SU5SSSV-JUTpE0}EI#E?Oyb8)JP3a}Q%9JbGFwJbDItW@dI;
zSv&?dT46kPc6wF@S{XcMTBX09{CP$zhNp?gOvi%9z{04_!vkw<WAxWRc>mWA7K(}O
zzvd7!HncS|meY5zcKkD=pskg&wT&Yl6Rn(sv5~o<ldZ#_!FhOSMa-?7j2&o2tn{6X
z|Jj9BTu75kkWENXn4OKDft8hxPLPRJh@D@Uft`(somGgDkzY`Vhl`C-h+l+7kU>yL
zKv0;0iHV(^jZv6IkY41^A1f<AJ&!i6xQ&sqo93U5GqV0wFtNpBVE(f}1zIU%8&fAU
zJbF6%zn0_j&uy~MD%jdO;W4oOqlw}lbnsXhX_egVjA_*rj7?}&HR<sf@aX>l;OOLF
ztZxkqWwvc#V1%HjXQ1~5L4*P153;X<*XMvCM#l|kZ_HoG5~oHQrU!~t*@ve>5%vPU
zcNCx|jVFLnSb!=<v<Y4(;2&fH7FUZ7Vn5*rl0goPOgJDBXAKi|fb@-d?E?rw2Y{>v
zFA59w2kw8(_%Glco%9`?+#HNeV4>(>p@@lvWkq12{zDkBP%I4pC569(7mtDdA5v#$
z{!buSnQ0aOpuqOu_NJ$&XQHQfXQF4U_uE7t!H5rl9}F#*3>sJzJg%W4OT0b)u{Q|_
zEM%*LwO8rp0gX55K|UeL!)MeiBr^W=HCZVzCh6k!M+p)J1_uWRmR~w22L=YB6bS<I
z7#$HF&=3qv9t;o+B$a#ACk!bDth!VxE8VvtqMpteL0|qvXKWu{UZg+2;;IdNpuq@e
zn2HYAaN;gsI%1fA0^em6YXH8Nh_)X9FaWSMRmR_-^bbM)OW~!Bo%D_Lo%HeOnf@VN
zIek-ODSZQDD@QzrztB>k{j26r;h&HHA#}k%?X7H0|4ZK){!P0DZEc*4ZJZo685#fT
zj>q_qj(Cj!&@Vj3zijPK<v&yjkMXa5e@g8CxG>TEb<w63bg;D(uyxb?tH?snfXB+t
zpiL|N$2Ro;Ked01=+9jLu{Z@|M_XqH!#}HK`p1ZW)Yj>b@!+x3{Zm>0+R48y`mZ+s
zLg8<eLB!m_(Fu>8<v%rnp5ZUsr~jAY%NkfHI$8g_Rt&0W%I=Gxd{N#*l$Rbm9FbJT
z0Rgfs)eC1dD%BtLA<(Kx?2XbReZ2dOz{N?o7fKdYeb8kyG9JHWK?~yt{}K=<u0$Hw
zp9?5NT@KSLs3po@>DS0>Wa;O~6N|6aA+zLz7jTD1lQ#=?Bn@Vvfx4Lk%z($OZy0$p
z*hI4q|BkFPFjw$m=b4^97lvLp%2&fMds(8&`(~c({3bqH;cd4#+pu3dT3fo|%1DZ}
z=HLNK+^HE{F=(c^btG3}!KrN7m&Et|#gV~9J)tUH@3EHSY71Vm;V=hfYwW^-70{L|
zqv4`K#hbje<xQE{yjFX0{nK2FD+kq;l0OTUl=RWi$EXNVRHUCaeKlvj=<1;}Rkfic
zaKS)ji)l$;w!(zCvyzis>P2gE!iw#MsT1R?zI$zM#9Fbr<$3M6Jq^7f#%aq^NWr84
zP1P1WvO}HRh{a~&HHTnyTcvv(i*>2KD&wN23I9OA^j^G<;&r@P&ZTz&DpMq~hWWiI
zEm^v$l@mi+-*buQr-|-(hs6?$EO?-~w<3<oe(0ft%JdpD5+G2hxHmnP4%)=Ut2|3*
zh-mI@iw6DPD)4@2MzZs;Vt4P`xhiG-`R0KJrydQ-p`)Z<4!yYIRgyHv0g3>F8i0VQ
z62T9%#L?sRGb2G8B`KNXLSqMf_}+TLl+LNF1#-WFJMzIzcfJ^@h`~xE6fo0R)DJPz
zA}ySJDXbrm<z_Qfd7^gg!e+mvuLv1LG|dVeD!duy4nqtC8Xb`H()%r}2%s@*@zqjI
zh*eg|u>+=~on}LX!c;K)C=w>CjJS#HvjxO2wxbN-m&^eRcb!0$S7*pMH8+<Ph3<*z
zL~(U9XTHE(&Un#KX?`JWk?uHRuqYDS6h^Gcpw_S`2%kHbw?-?;ONeLosY1yFN*}a1
z7{gIU*g6EeI2sRvxw6K}oUJ*@_P<;cMG<_u41=scJ~p4^WU@S5FNhR3>VE$0Ty^~|
zeAzd_6NK>=i%{2r@OpXS8#vm0g08Eh8rf%{+;uTiVX~CHjSd@eFH`7kx=>=^EolCT
z<#&{q$t7y=^Uh*@yT)NETD_k0$-BA&1`X$F^Uiyf1O5PkCL1x+U^Y)L-z<ZbO=G|T
zlF%<2hm#m4#fG}0>$G*XR9**&;s;xP>Dr^UPYFnh{r*Mz{Jqkt=ix|K!AD#R8=)vy
z0SH;qQ{cpP!1)<*<n~6z>4@iJ$ZU?5(;hs^PZ+6GP*gBZQ;%7<Y%*_AM?k(=A~!V$
z4wr}A*(Bg;s+rV0%`7ksf?niX*}OmrkSUK}N%EUd@=)9!z-DCXoyQ^KX4z=H%YF?m
zFgzgZl!$E9bczgQ)Wefk)BxgU&ci`h(ZMj+{Lq^w<cP!2p|=6EvrR(#aE&^1tFXn;
z!T11z{>nil(Z5WMnyJl39dq;2kl}#=D<-m{HV**3m;KqK4dF;X6@P6*Ji7S1-2DXA
zuth)V0mT5|UU$s<8zN`?iz5I3DePY_b0&JGf9ENsM1I=>I)vcs4=7yCOTZ1iOff`-
zq(%j}4HfBiPI^H!bHg}6xYy^V<2fa6fH$ky<Eae%or`A99a#cj=)jEyqW0|;f0_Yi
zHY8DwM;$Wi^=)a!+l{OY`2%`4-wr9K?N=Lw3gzUUk*Nt3o4s8-Ip2eVQC&gFyyucu
zg|pb1*7}~9eP52moFEiuYK^mculp8E-E_wAOkiI$_?Gw}6BWm+yrPL!HmGRccr|hI
zNDiNf>BRuAcTe60)c%;P_m!XvAFXQRDJ6zq5#rQ*#H0Q&iP`3WXMB>y`G8gYAnSC$
zL}wWj>!iTeU}e$+$^y^=FHjpXj9Tuqr3(v9%GH__kd*xFOo!~poAIWr(MtO)ii!8A
z_L58c99#}55L7jV5W^q9K#bqQ$4IC-EDS8-^nYGQO{HqL>~QnRCNxFFk}t|zxJ6`Q
zq5VR=pzO)$&7t<v?1vR&sqMQ%G`5#)3g&Prs5MIwVL!M+PFyE8t&&SIA)9*kCfQ;R
zVypf@zL6`ozu?~bPPE5ZI4B~0N74h>HD9IuI~mjezsUHHFZ$nPEJtrMKnJt=2o(d%
zAZFiyLf2Us8CooS>7+`ujw+`JL=FGtP1Gm8;ZNjtup5(9^3+6(&hJyp`cnkshx+gu
ztrbEw8%Ka3=yF=CGjWDEcwG2qmE&MpQJ<hT^lMs(;{j^+Tlad!&r#Rr(U{?&9~Bd-
z0`0^>xS4STWM){kY!L1q3%ix1AnIW~dOcu4<qx6K8=9GcETicnK^o+bo14%HpS(Q{
z)q$_eR9{v-Oa#`pZbye1I6Ra6nN-OGk?~f2h&(>XUZWQ5gVKJ001N&W=6?sy|LoBH
z%K#V|=>8ix3DUBEzzMnjMCA!!J1Ee%Qc#A3663zXXK6Jp<D{5llIR%t;ug<@wKuCA
ziMd>{S6|?1c2V=|dLOg0_xGvI8gb|F2&^3$(Bl_70c$XlD8Xz3MoVZZaqp{Z`UFu{
zu8l>=ME4D-*pk`0vDCBe7UW$OydisiMdjKkaO7pn*Y*?C77X?7OGm%dc?|1S*voNr
zb%0=~8|^BAGcAGju!e^~J?^Z`Ln?v<vwr5)3CnE0o@#j-di9{o;E0<giPs_);9o=_
z&nL}S#v22TC1NjGWsEOW!z@!`mqoNj+B(KS+5#h(!te4bjl|=&R5Bf6;$M^i9pb?x
zHX!aUW@kCjf<#IXyW?8oc<hWk3&_hLo|!83@~Us0o`9O1d#}xEyl)JAc?%qxu-zp=
z$K~)Ds`=wj5<2H~{GAm3^7Q^!8ltCT|2Hv+g?Fk-+wQX<be*f7i2W40&p<-JSY?R>
z0&O<K-a_-VGiG<T94WiZUG?2zC9;-uFmU$Y;wGzSW4xY151qUy0Z-$_smD#XT4rKM
zac>wGq5-X`=!~L`*VJ_6a=t3s6*-(j<A}vX7fA0kzn%NY*n-@m4o2|U{`mE)c~3<N
z3PX#WY%5U#x~LGqjF>V7d&csdi9D$n8St8Lu@b#sSud{kBuI|(L#5E)8M$W)*X^RS
zQA=2FY)e~9B_>%~Ek<N}utgi7G(811Wv+Cw6H3L==6aN29RYJ$LW7YdA%R+7O!!IY
zY?8}vy*gGnCNa7YKtrSII^j_`G{9_3@-4yI2vo;B!38Q50y2uMlGGqEAV?yBgpQ$Q
zi`;5<907iae@~HWE;3aQz{|pCnklS&Jb#{SAQx&dAAPP186m0(zB?%5yn1M1&QphD
zFNV_Xg91bf<%Gujj0QJ-Vr1KanN_*^XH8j^0KA%kDg2gC*DA^h>T0=JMXTeyC~xSe
zQy*<25(oTg%ki`V;A6^9Tmgw$NoQ;Y$HAy6dVnOr8^U+{XQxeCs6j(DPb!7lGb43u
zTbqIf5w;Q?k=ggF*{c;0jfUfXyP+6RAVsS#Pb~S|O@)mOlu}#m61<-HYen{Il5vwZ
zMUm|L+_RJ2(5n|yK+Fy5n#~4<Gg`4Ks5aw{rCD|z{K@cShPgH!NkG{WjnDSbK<14m
zH}@x`o_6b9HPN)D3rNa@=!NrE6qkPAfx7$mXwgQFC7RqTD45mW+&;fxZ$Q1~T$?g=
zY%j?34zg5kJ@LAfV^c4UW_4HlPlQh7PXytEv^;S*6o^Ww=$;J1S#3RKRrx$@%M^~w
zB?`|UP=Rhqv0T^5eQU&rGxb+?t>rDQ)!7#L03VO<ol+75aBO`&8wQaCL$tChtJMt1
z3qy9-(XT2Chp01<x@ke*0!<HAJ)#Zkvz7WMji68;?t`K1MnN4@C9TSAGokL~{nH(~
zKRRx?QbeQ|8~=>A7&*&)QS0M%mMl2SR8>-slmxN3P#LaCNqh**Li@B}6`o=^v3C5a
zOi+v*yU^mmqN=57Ez^Z_yMr5JX_1EYuCy?GIXnOhEV`mdPgHcr=`>9&N?^U>(n2i;
zJc9hW<-}w!#Z^o-Fel9T{#L0lF2f|3mgLcxr@yeONfT2i-+|ct#%rvaQvXbHwnD`T
zXO3mRy4VVu4KIR@>2uwz@1kP${p{AA#`@g<PU6TWARXhG?!dm4ax<%~zhhiMnWhw@
z!%uSWoc)=os9{$zQ&8TRO&H~Zt#V4EyX#YPCoSUgxdU{q{G^#L*IG#mS8<p|2-Q_X
zGyU4$4Pk#9HjOFTBU)`Z^s1?F*Gzjgksw+#-dO%tUneQDjYbH2WnDs*nE+geDMWNA
zT{lqeo48K-vGLe!N<L?3|CRHHh=hASGyjf={`%JZUx|pFnf<?B2V&uqDx9&{>@Ziy
zs-<vr916C8!ziI0N9_O$psK4G&WJ{l2jA$sf>@TF&51+XfaJqi@WQu*uknlSZ;n}C
zYAbrPmB)}$%}uH5K7Dv3ni02SDh=IIXua$WJkmLEzZ<{-dL|$CthfO1yi5IYK*-{k
zJB2dfKJ4w6=Oo7-GM%dmwG)3JTCp)TIlTUMOaey`4x8}@`NHG;(*8~hhz{GHG^^vI
zJJ*eZ_Zm3<Ep%oC;Ou-es1U3!16Ai`lKQ~rL6F9`R^ZV(3DFGEXzcPKg28f+m)uY>
z#X!=`g;6c4F+huX#JEC>obTMmwqF^m!<GK}`wEGUBWhx^-!8vFKTm6nw^@J`Nb|ru
z4Zn`1ZI>;#Q+*ylwo>Vpy3R0dC%?Qe-sr*%E7NK>Yvje@OL@Q3?2BDOM=?zUqbrC`
z$6=X!^BATha1VqsF>x;cY>K$GkVj!LVx@EpsvSQ<^T$sTM9mcDhgA!v7vI~h#{?#9
zFOf2IKRtS+dP<dFu=<>t=3M=yq|8EdHv(@C8boOQ&&ZlXXqaU{P+o|y)GYoCr!<rp
z@@Jj~_fM+;AXOOQzGz?$<z6&d+g>D_PB*z{0<){Y!&<8ma)IMAKi=hsmg5F^3RYw8
z(=7WSp_-?i^UPutBq<zO<u3#I`XY$6)x$OQQSdw9HL@MaP}#RFC|S@oF37Dvbd9UR
z^~tl{%W(rK?AXQY_b5U0B3iWOp6N}`wK|6{t{6_+`Zmbsy-uBbS-y3`^M;c3xatTn
zu_O4);WWB=Wsgs>o9urNTd%W3ttq%<>m1xe<5Mk(n0CulGIj%39iJNV?gVeb3e_*c
z;whbLH(W&w^=h^TiQ13D55ZU@T?b9wSm%|@1k$avr+|NiXL8BF#|aCBaJsK@iVVHT
zWrv|WPa!W^djrrObKaPX>Bb%*P{&(hOoeG$!flu>n>=_hwVZXc$Bn2{5pzZT)?9dI
z0LH&w-J)_pzKU*raQTH!>=L|vW~n--(w<Ym(d!9r2yhNwr^Z@xUnD6$5$dA-Tjod8
zz9nv0O7m1!PL`_YX5vp=;Vn$(JKT|p0h=IsPPn=+9>I3w-Ah3ZE{u6W3*QBNZoH43
zP$v1SD>ECdml~1#Ce7;~Qv=M-*i*(B6UrhC1@qtC(MMj$OFR%7VQS#hw*}zVj6UKL
z`q4(%$M3EBf@s;-^(Q4_N7R7to_!1@k<I}L3R{{bA)I^POPqop8(H{kC*Ez>eTU<8
zMi)O-!R`hB_=IdLn?Zj^0)IuC{#O#9r(<OKcNS<&>8L(nfeG>C4L%1@5!(WV(V|K)
z=>XjXB{z{79x{-P@AR$f6szyrPfLUj2wuTaB=D6-;mtX`zd2{fl^h<K%d4|z;)yjQ
z-1%yUKfgH+Bb?>^aZU#_M#S6QHF5q7IIJaAyWiq}e39dSb$(Oy+QQQW;BU|bU`5?6
z(z2F&j1S;OH}Wt)ng8?@SO><#%Hh$)Sga7^5{tWPK6D#g&o_Rf_dF7e-`y-~x_N&y
z7C=sWQ1l@5RTAtH6LMgm@NFKN$eJpOE{&P;+&3#>r?nljL-Sh!0Dx7NhTU{8SPCxJ
ztsMa`v5x37>oi-n3q4(tK(=zfo~z?vt*LXM1AU~2HV51mC?A`2T(q8OH$|TSR<8og
z4~?Yu-F=*(FpQzr4*6FMQo!@7$lOrhzEq@C3dO|2NsBwhu(pTYI%r1y&)7b38CV$y
zzyU7zEGI(rUYWxcZ0!S#Rr=Th(<m;_>{%?|_`czBxooAEa3=LRq4NZDJK~MtrAPv|
z(V+8=-Loj?W)eH3xaJVxCND(_GM2F0Q>Zo5i?u`H8zXh2MR&y~mek4fp5+73XnACE
z&&hY_ZtBXyHpqBsU1c1gk{rqdkri!jCUZSHxh+{y>(!<qLw@r-d(h5J{wMiWQA(WZ
zHp?Y!=Nt=e2MKM7BrlZEiIv0;+{e}|oW*0qT}J^I)bV!?;kCkYw^wnvG;5?T9Ab7E
z9m3KiDbh5JYUb(CW(KJ)tn?4EJMH#m%CTDqa!K|<6_`ZFG>>^<is{ph3>7L(a)oZC
zSpFHL^>T`F+orZ|xJVMvGv?XC-D<fZz>hiPX7(HD=-~7P9a<O4coi%5C%33d4A_I%
z_@aR?(0ZpmMx%J<L0I*t)t9C9aA%7xKjRVHPn%AUM(fu45to{yXqDq5xC%vi?1~FS
zVQ1l=%Ew0{<qNaerPEWVS}%mfRBDcei_7TyF$!P2@@J6oPu6O0qMW6hONF3~p7OC?
z<%RoISlZ+3%s(EFb~Q6ro4#Q3LK@qGt+Y$B!7e`^<Ft<DFj)&+40gc7l`5e-aRZvV
z#kYvrzI)=~<FyY=4>(D6N(max2PHgawc*C)MJrHE&y%4~&txD{n|<Ez>*XXdQXYX-
zUUI2pi4^aP)Vrt4Qv*cZ-r5_U-)`s9RpPwU8c*-Lt(WE~iLIHYT9Vg*f?RxN1vqBl
zz2}($En%^Y=Wc<iT->-E?6bNE@*4Q(@>9pM;@|@~#+72dK;+1ugqg$y3<Ed?aR?b~
z&nRDG<oDocX|{q~B)S!7HOEX}(>a}fc{Nu}=fuUft=<$~Snl9FUDwTA@}zNo>i{^_
z)2~o`nu1Vm7jEHNZ%(j6#O(Zuvuy3J4*ngb{9A_TZ$icYnKWVkw?NBZjs<t@A4<9W
zq*MaO5MFEn7#PAgujcIC+Kot?lKH1&F+#hxJmtp9kASD<Rz**IcN)L9;QhAXXa52Y
zrqM`@EjE;FrnCKWzi}XC&EkGPVr2Mp7;fkJbfOU2n`+rK5be0P5P<2pMl}<NS{)bG
zhrgo+%^=5_>G-ZX&F<%Apu8b3E7*q@UGlPsXAt~F>*)tvebA_0?TEc0!1ab>?Jk$s
z?R2y2?_Ul;-wP3AlxV&>FFlOe3479`&1sL;ZyX(R5soxeDRKg}_QPGE#~Op+nH7*b
z!ak~AD;=HK)#hnvXPx6R-BmdyX2^VW=$j7CW0gI4A&<cV?5;aq%R7t6!V+*g{CY&#
zW=GbyT&4U0OPyNjkBqW+3@5EN(AKdeJ!g&!!q$R^7;?AK0NPYlSEXch!DW!*dSGYD
zf^p{-_fl7Asi^b?+B9ncy?`01&4);!j_Pz6RRoJVS~fda^66tWE1!r)!EIkezx4_(
z)>+rwPa5Zn9gl&*%AY#r@X}OjfbtpC9N6g!%JNsk4Q3K_p8$d4{r1xzpCKpKQqEwr
zJyI-9Q4)RhP!viAwlZB~>~3n%$1)=yP>**p>Sw_xQKe0607iw2geML2<P(gq-XOC1
zosNDp8(Kr7))UB$Bc<RMM`bd@{Wjf&WXfrU85`mbaVI=Ib{_gNTYhhTj&CT=6h469
z5){q0Q(jb_7U);Jb^?5fuBbrcM;?AnBChURg{Fd_W+ewdx)*ksB&B%HH2e%HSB|$s
zHBD!5TUv{MDV8b>G~A@&@z3#rF`w}+nHdk1WOON1$bO`W@*uybdUx<wtQ$H;6_4cj
zQ7boUp(%8V2_(Q<8o+2jLXgQ|^P=?e(>XJFlN$<qa#wi`501aBU#!Wqi(Je?#8})R
zI~^@vZh_vTGHVg83<kKHD!UZIE#tLsZ0Pu`F!eEr-ciR>m3@(aJO8U)X1hQ_2~}Ph
z|Hd7;LwnTuh!@>K+l}UcDbHjGL0<SHH`D?RpO?8J&i1LVv@Qo*d9=e`m7}R5E@wk{
zR5rdW4)?--GZo^sEi3qgsT1n8tt+$Fm*9Y{=}Msc5wCi{L+;_N1|>@dx=H%3A5{Z~
z;$HsxRL)8pDB+3q5<H)a!V1(=D}&i>UdMYO@c`9N3?a+T+EdW=E${Oimud8sKTu;O
z=M!kLl~9jvBqi`$%xF^v>?00@mC5YKkM2jwwCgGN9;3&1N$TU3P_NEQXYJqT6RS%c
zRi>vX`LS=p*6pn7=8dzqMDS#Lxe6`a#E<AL8sB^wci`(u&5WuT>(!FMlxj|63xVw@
z?KDjog$ZIQ{m9z+>xq^S(L(YM6w7DG!nbAe<p%{4ap$JY-0E?iqYpd3@b0z$_$?`5
zC+mMlGJoa7{#U<+o%v60_&?IDV&Q|T9n~9b2$zqjAAs}&tdJNK0fpk|eA;pS-F1;e
z+XS!Q1o!zkE6J?tco0CrjUo3unU2i9SUl5#w0e@ved;;U(Wt$c$Bb8#vFCQ!-Poo8
z-|PjX+7!(~_jltpy5Mw8YX?(3z^7Kve&^ONo7yjGEIdda7d&42*GPdCPHM8&Lv38B
zidvelGNs+P(1A6Y`sUWOu~)nYsZKsf>iwgeGC0rS?9W=+fv_W2k>DHIL8{~YFW074
zI(09O2j6`!D%5xw_0}dnKdDTRCO;Uw*!js|0s5IjkOHDfkpLURVu4E`R|tA2s~<@y
zPaCBoJgV#CYwk<%*AHgj!rD~DOuqQ8dMh|90kgZyjpw<}Jy0#HOGAlp+;B-Ji82qW
z-T+<Xy%f=7xH5YO4*e5xo($ro-QDy{3Xvs-M=TLy9yghv7#BWf{4O7gJoc@{@Dn!d
zHO2Xe?aZ+VLnBz`G~hF<P-3FI?9yoxpO`pgol6Fm6EQ_eD98`ZADU-r!m%=0+brEj
zti89G9VHK$ih)?k`3s)aM8P+WsP{VDhwJo?HWD_wt)(NN5TQ@GMnZ!5s!BEVv<1`z
zRn;Q-jYYqiC)N=KJ!2|twjYz-C{#Jfw`m?IEmuw_tM4<&?ty5|?uFmI)uUIaFjnd#
z(%z$rW)-R#LouQ72`M-jl2@FWHiZ#g5qchy{tzM!Op}-d0%%^8!g^?St%#a+BwK>3
zjg|%tO|S|(QD?^s3K*S#vWizR)oQ`UmH`4$R>|z`7{oz)k{YCE0K&R`oCj>K@{scH
zP~}e9Xboc829u%`bjEg7v295Q_pT%*obJ-YYIP-my*e;7$qo0Yl1;$av9a$y!~E78
zjQ7=B3>-e{a6s{)A?}}HYHk;Dm0ZoEt^$vrYNcGu!Po={ZFj46T5cC~42N~mTvy1*
zIGo9hu|L~Y|6Ef7Z?4^`^!6pU?^Ye21=(r2(5g7A^bSsMrEiAJmhr#QLaqDov<Jo&
z%`}c?xI3&%Nvk&r6Zh^Yx$4(nI=Jdd>L=;ix^5Ap<%nd8p>~da`ruEE48K}V2YZSV
zRhZ$PqeM9Toz7B4aBKr&Q5YRzeo1}r0b+h|-OOzAWR@?aDv8TbSq*mzEm_gAZ^&dV
zDgj!uMz^h)O)%NY?KfdPbIr!rBlU_{6Z=i>LIJuRmi6!f#OLq|0|1t2PWRm57m)hq
z04UwQ2$Hml44j?_iVTV3GEn$@;1~4&xj8EN6S_$Dnj85$>;JbD`v2r&u>3dkUsUOc
zIcNFH{L6vE(snca@(9Gzod6d>$*pudAnJwhzJ-s3xxK2oAmd2X%!Dn)rqj{}*uCHY
zGX~hebhBm%RaDPT49u%ye7QqRTSPxXx>!<JJwbZ|xr_F0^kTt1MLssO1EG)qSndjs
zzv?*T2W~Rp@ZQNW(YHPfJ?D+#Xm#|&$Zr5I%#`<=b5MacK)%!xxqzP88+OtZGr55a
z?Ogu*2O|%;5hnKbVa59>jzFqMbH<6xpE^$B)DJNaMCwl)clQX|0x<hRW#rkjAERb?
zjOoyBt%$jN@YF&{S+|I%?^)ZU8MCf5AUzEq+coUd&|m<AuXpdYUZm6c!Enr!of70`
zOC}{-)hnn&`lh*Um*e=;N&0Zj$?gf2;*DH^S-i`oQ;t{Jd8w**DogvCOtx`qJV#{_
zf{uJj_eBcf<Xue;8l)rSCvceT#qJRbbn6KcL%$DKv;hHaC+{Oj(8Ezrv^z(QMlSdc
zsLRoO@2YReP8nLEkld=QWm$O`Kn-|^qGbt}(na*94<n_{<Gp*R*!EhvRxn~WSc~9<
zBnUnH#fplR=T!U$gz$RNerx!|Xoi8@V<BsCu)G~{MuX}p`zi9*kcc_P!HE6IK4CN|
z^hQ}dC>ffbf3Po}6RR!->}r?W3$h^+d1nDjFp9WbZdO+hA;q?-3&Il5C4vIxAoDzI
z*z${)ENlAZ4du@1kn`1e)$NNM($+CpH<zy72+MRA%fIMWZgY{-se8WB>F-G|DOr1O
zR@GSdsHnbTKr;qfI9;%MjUH@jbd<SI-O5fN06Ft<ppItEdl0=zO{r-f<_sd{^8T<U
zQIIWR+U7mD2d_&L!h5}q^<TLd;k!P*k#yaK+&LnQAGsn7I?LzJ<@xa;FFBY#VX6Yw
z#CmOg^jtLsQoG>-MPRbfqu4OMgGr{?lf{lhpm58{9Ql;h#&XKZoPzw@HmSy46@EO_
zhZ|**);4p*fV%YlT%R;rJ*}uAas73onA)-?#Fx}%Rhf^|Qz;>*>?hH_TW!pZaQFV>
zwsI=EZX4<>IO0_X;AL(MR#N4V7bggC>U3{fp^W7|Qr=hy<7#tlTWNF*Z*4BwS#@He
zBpHRrrQ<QV<h;77yyr!-vU2KpyqUnn*Hc_ifTf)0M3DmvNA0&~_$Ja_j-=6sgFs8)
ztT^!ngD{d3S9euYxQm}j7vyDz6Y0QZQCN*CU;JT7eeU{uQN!~Aj<eH-<bwCC5f!I2
zTycoR<<DR6VLD>k%@g{hW!f`^+d%=b29&zDnd_mdB%v#Tty_ZSMGCZy6k)qt#D3y&
zEx)DjPt$Q0*0r0Tl7-Ke_Y1a!@-v~P_%iQ{U*;aZveru&n`THYcAhkFc{Qo6pPqb}
z#WS|rzw(Y^eWB?9wm1)M{*G+^=c6zG`8~tN`0u{PpFpYY0UONKC#4px9{-|dFW=B!
zwYaNahhF5EQL&m;M8~%-mG1oN7@Mo-63NXAzx>BbJV6_ev~P7HZJ!aVCmqcc35umY
zSjvt0*D=RdagS*#_18cpCB8}GfS3FJjBR3;B=g)9FUkBGk7nmiaZfuW`rWXIP~=t!
z?VJ+?e%jevel*kJOd*H`<@WgEm0+5yG37+l)gT}bdO^!6hLVt6Eplj<C_qj`BJ0<z
zlgsj=p%FVSz<0YrZ++iNu<zxM0AdWBl<D&gqtWn32JW27nQU51Z%wWPs}D%sgeKHV
zYSp%t%>YQU(mcR1dB7Wr<0I*!>sd5YF{KU*CFRf=T5IvnYNK`Fn$e72=DI`M^92+s
zkemB}AXMz*$5?ZEBBk8r?l2Gj4%F~US|E;eDTVda>c!bp0lwK%d!XgK`WaJ@Xtu7f
zS4i&w$~U2$%&y<iVXn;yMa?Kj1=;rE+_06&`X;K7Bz2ga61Af!o@esG5cmXfq`R`I
zdL+~e#~j4=z>G*zB=C7%f~dqKgMioX9C%f_5Mk%`!S_YNEJ1g@GQDa3LLvD61RJhx
zxDIfe1AN<ptB-Uc*fLB`Pdf!@JVMkGi!fG!!!V6SXR0j0q2q@ErVB<H60)c_&v<fT
z>jXZ#ED%{RHygr}8tbXcyNpEhHqdMW!jbF@NmTxcLnIQm(+y-6PakvU5-WYYCe3~&
zJsVjHlE=|k{t1*`P8L17SUmneB(Z~g4HyfWS~aH4=U+CHE)jL@<EH5lFVg2Y8TujJ
zhNNIiyq%Z{5k2nfvzsM@*ddQVOUvmv>)5M+oRpO4A*>zz?79k?lC}<b<O|fNra6Uv
zOL&Zsu-$zTW!QI%@~al=Rqd1*SoF#?sa6!Uf;OS8rFZt+uySbPP*Ukoi<^}Jy%7YD
zD;Q6t_u?sA@Jp(9_Wmy8Ob7Fyu%2}|hu%v|j0~B-k6u_%bq@I{2J&V9OJ-XET(QYh
zg|VW>L66QP5~YnFUm*qm#TBK!bHCrbFIGAx<BSA(?jAO>i{8lpb(Zr271ZJ<Ux#P-
z#Au!8ko-mhOVFj={!cbo`?H_H1afg!)J4zp1vn)^UDw}kQDxT#>9~a(_s!p1jaS-B
zt=VPs$Of9f>}H{GGJgAFH98&Ez-yGdahc5pII)?9KbXxTo$m8X8pVQBH@P#Jg}>O%
zD%{TH67LQ0OLB8yH7a@0{b}`AB`u5wXoD56+0s@a>Tn^kApo;>bxYTRiPeS<X%#(#
zz4Q!Mk{Pmjf=8ta3vTIUpZ0-hwGT#JKStg73B9=TIQN$4fK0*}qWlm&&(fBn`=w~J
zEBv}y1B2CiUjhC2k-w1n8gt|99GL=6W#jpSK68w}-HvkB?Of=Nz7oXNS}iu}bo;99
z2&e#1mv`|(>SE6n@1KZDN6l)~-!RZW&ieiDA3Lo7jes)$5YQ$a%=RZG7kVw;nJ^>-
z7s};)Rj;*hsFnjO%GB)FcOH?j`rVK#ACyoXb;Q9)D9`rk28iAd6V^a~s{yY!224wR
zo-Qfg>=V$+rf`+Q!xdspr$%eWPi?cVc@Lc~^2W5TCgRz>`)(YHW*<|fw2B$8V$;fZ
zs}<l}z~&!g=_M%w*%J+FcNk{u-X_rK2!G-pwu!*VS~B<b13SRArM*_pqbB!FmsOHX
zFGMoG6IcpVCi5t%f5uGRvWMWDC(w1CWco<2CHd*Q42$*{BccY2(nk7wQej0ET%)CG
zCWgzVM<RKB{+=9%Hio9?4DLKIp(nGDp{kZgN{zH)NfFGZOQze<77K``AGCnfDBI*D
zjEuyP_9*|HogaNn66w`B-b8+VWCEokX<t*!C|UzK3#SW|d|>(Rl3F>PfdLtx_vMB}
zgf+f9ly2TB#ZZ6pmHm^M(DcwLxt<D!W_t-csC&)*3HrO<UoMs}g}9T}kgcFra&gCh
zaA6y-PXSEdPgEd+b}JAG66zvIKg^%z&RaiU(s_jVF^By525%ei{Z%NKUoa=~gVZT5
z>b_`_2eX~ccHY?771*HTLhRAh#XJhoqo_6f@GcaUq9j*G^+HR4B%raq^iUsoZydcP
z{G%E@FdV?Ab4|cb9R6t7pfv)}=B@!ro#?&V9!Y7P(%!Dq99<8@fd$6lodeAD*S8+$
z(2GnCo1qV3bpy`K@zPjVLB^C3_7LJe(uMu%=8ZOsmsOiQSG-~v(rbUynihSA!&$%!
zVSS!tmxB7?d65H|J<KITiE<C0GsuYY!2l9HK*nf4f)M&IHA7`W3QhtQ601JBwIg+S
z$LSg@83Q7@GWomSAZP5gZ8Hz1E|+Lh<Jo2;iu?4rm5_ilEDJ;;k<%f^eU6afTZ<Ix
zZBb2fhHV%+9p-*fU@5~|Lw%6>CRv%X8i5)^OKk<}rBzW}EcJEN%H(Ef&t>~xF~h&6
z^W`#S%AW-zB2_{s)JKwZ0$f1tGU=5v)7v=r$FIW%FTr%<R5&rbBB2N8UUt(^t8TP2
z)cZX~7$s$WyiCgWSQ-XL*cx8=9K5ZHIy1oI)mS>Xg>qcVH<UP4q=D3xDF@{{X1dD1
zXznZyzX@b*QnL%Zo5uSAGrK@nz$?j~>lWt)5=8qRF}*5h?y6&%@N6Gi=)E&H<Syvw
z$QN8{c1Yb9;5ogMOJ+Cr(0p;9M&77!AN>2S9yYH1_ixmrGJ@)^GU~sL*p@{}nyz%7
zT;5*TJ}Fek-1NRkdjZ-9(zpMP68@hKI<fp)h}CR6y)SOIZ*nYmkgzv(aIUw{4-N$b
zD;0r@1r00)3=|<U++V489)Kwtb216Q02c4)dw>oK3<m%N1K?o}4D9a~@&9z7h=Gaq
z&pF_Kx=HkSEKL8`0i(tYNH3+OweOscsUQSA0X1;@{<vBYe*!!p0Y4%t{V@SO605{t
zwL#vHzme9004oVf<q`9hs9-txBj?(4g@x-RtnFXlZM7}u0`gVfp~g0!pEEtLj2Niq
zW#55xr`cz?pEnzLXVgPb2qFq3=E<BLY<9kQKM!v_<2oTfgeg-x0^xsnhl-s_8#&Qv
zbCr0lt*{m&u@56Pnem$Toz1^lSAFv-$%`;~DXNR}-#*tVo`+A5{Ql%OMrdSP9hM!G
zYpK6GM3t@LWX0Hp6)Iz;R#Q^SweEa_nA>fDP)$ZxqLR5t_u`&wQw+PNp;g!UoyE97
zlpcUrL`_9T+xBIPyM*v*Ngv;AaXX(dv?SWFyyuRUa4nIZoxdp#HiV%(>^$m>KCvV-
zOY+M=%-XoLyxg+<i@wZ+VhPW9?`~mGt0hCOI_@+Vfm}2TzHH1!;pv9)(!7B97>rqH
zIuzm9CgLMe_}&cjtR{hF&ZRv=rx3m@Zh1ge*z;8WjT!Wm*duGZ;CnA;)}kPDud!r|
z-#Tp4@hEM!AQz6^I%zXn4tr~hjDCNrroc!y^onI)&^cxqg>u_EuN(OESt8I~=4YS2
zBSPrX#;z^#_RI3C+)4QCS1HG6u~)hbqZ!F-8NeZJF++M}dYUYBX(n34tN>R=;I|}V
zdbFBw*wELoTBI4hn#6=TXw~4(&<$-OzE87Ikm@YOM^)}pW61Knv{S=}@2|McAW}=A
zR-jFRmV9HI0_T3yj$|Wl>)dFwrVVpO>ozMh$yM~+sz%sLFYwR1gs)3!0oT22?MC2F
zebUQ(&l8@9Nbr+BvePaBA6{-D&so!#H5#!e2wYz87@eY>`TYlwpJ>kNK^hGfgViYt
z@}ZIP;H-H;=Y$ScOFQLu)>{Gfj%z^mg{W~gk#2@Xm7+0iIP_IYl`g-PY+}m8Ipx77
zcGL(c8zqx^<gwH#Qxex7Z}o(xxbOrnB9nE-ec>;MAu5NzwJI(=F?=RkL|+IG;e+?D
zP<KVma6h4}>vUhNRuZ_NzI{Ak4Br7hLo9Au=5S9NHb+i#&D!vm=J7oevIQh@ic895
zMroff4DLvaKIGKyV7MiF1mWHNWAuvMF@3Ga?&G@1ibR7ap?aixL{kmb^HfinC*^Es
z?I+)D7bqdRh`)G4W+6R7zl5&Iseiu{dWU~wp9I~qHx<UuLeAu8;})tjQ7*OEzt$H?
zqS0!ob?bd~wi!E0NJc=L&ZM&&dUVfZuoAP9a$4RMh9fhK#A0)j5OP~Tl*X44hU~Ce
zoy1{->GGQC?eMHTUBzcEPAxp9!$GPJwOGt?HLFK0=<8Lhl)AQ)4qU^Lya#&Jn_jG1
zvR{z<<>CqahHu9oH^U-5d5Sc<DyCONY+#}=DMw{w{-GG|3SXeV^5jzDx!K2C=)UPJ
z;nR%%b!m>1!|5jSLJHNBO$9`aASN}4ef0omY<`uy=UM{JsFDmi|7k8()9ij>Hgl4&
zYU!zHZRO~eF@S!ttFBe?fKd$*yH4mWM$M!Q{beO5DM3pHXJYKRu%Hzl&VyetM^Ke(
z=rl_{?=W-7wV>i^eNE_Z?R=|rA{$Qmgn~YK1J(r8i84D6?7tDHS_I<hF(1Ia;<XJZ
zOauA!R9FPA$R$R_NcsUtY(_NXx#^D!k@lR)zNMsqM;uf5f*aPQHE74Y+jdEM0Lw1)
ziiFHgt9h<ahTyMf+`IzSQ8w!wrtn_;5>TF#^P?`OacZCR*HhxnxsNOXt8%;Um!|qM
zzMA?;cQdPn?uTSQFPAHLlaa5!JZ1+dF`%qQy0WceXWt@|n*y|v`hw;Aqwoh1FBE-B
z1^x#1#ku+qshg;J0>0lzEU6jis5PT20gwfObkPTzech+#nY6ARy*VbvaSL}wo;i8v
zld+cIt=h6WqQIjguMo}H(IVn9@NSWkfh#ZCLnk>!HZ_#=sb_+ZuUy+mxGf2!JgfJH
zUNrJv@}0r;!b8o3j$>Kk^fonT^In@82(64aIi`zrTw$V);dm`4rTR8Cdjy<V-2{fU
zHR2o)X5s}ScZAWpKe?BGok%u*X^}|Mq>&PmV<5+?aDnV{sqeHIEmy8)=4D?!Bs7M>
zu!t|lVJ4MnbLCL11b@(NhwUEyu;iUjpmV@ijE_RFr*yFcC!e@{Omg$WdB|I&qD_fD
z*J!jgsU~IQ+@aLad`cjf7FfRTQy~)zce4UtoI44`B&X?67j}z+2n{qWz=>_Z^<>la
z=d-6a7vKD)-4t<yQPA=hkf`XDt*0MB8h`I@eZ7tmA(^>{8(o*~e>$Bg|J#0~gAoYS
z*~C~smxY<RmTgOy1!SM#H>T>3n*)!~HlZWOPS%d)n-)#Q;skbMlmrEHr7F?2Ozn(v
ztLdp{9%Ohyw|kUpd}VpjchOgij@`6pOx8+Qd}Z}<0k~H7Uh+dc1j4<JZ2x#|^6WDK
zynbP4C`k1vYQ@r0nI@y#<<NwoPzCWJ<SmZ`i;-pg$U386Di=5mE-=}H_lc&E5kZ53
z=d#rHpe4gtW%OlJ3j2#_6y-_6p?L0S_8H_4Mw#;h_Dcj)Kk%y+DJ(OJ+OrYK4@Xmf
zg^ksZ*TS$Ln;}B(daCr@V@bxPTzfOb#C5;m(u>^UKJ>#Gp9s#9o?aPT`Le!_1Nq?2
z;4H#<qkbpl?qSOCFERdLcNqjV<R&f%nBp!_;|Vw<q-qO1lzH$f$_f}h5@-GWtVb{$
zcAFqsH=I5!-hM9S7{PiAU(MJp6jg+Yw}Wk!40LEh6fN3GABDR|-#4BQG!1^}{;F*{
z-%5ZxT$F{E9|g@K2sLE{6&8=by?Yyy5;401#nlf@UmPQ$JDbvv`#Aj=ev5@$SeK2@
zFIxYrIDQiM>>RrB=>a_ve%Qlm{_=uJaGPw!Qd|pS&yc4gA=7@;JsvzZ;=`sQ_P~Hj
zbDUt=SX_ec_<W2wKrO{fOpA)T%sp~duYpGl;d^zb6MlwWBw^vWfq_<_Wdh>G#jBRx
zA?b(wuRG91IGpJH&fhziqZFdv;fZ6_1wUj#i)E%8#m2%%`q0Gpp>nq>pECsaFs*ui
z3?%9~rVYzWo*g8N<ZaUvFQ&b7S0EF9>0Rkvj(o;y&FJMO&>~Pn$jG)eyGk`S1|xt2
z(NoiW1t{y%Q}<URl#2^jqW*RWMgE-1nl7Jb>{iK2BG3|U^}oe2LtqZ~&nwV>A!?8G
z{sFB%jpVpSOh}FxuO=Ni2z)De8Al+fVh9%Cm<~44-v<LWtfzoG5yB_$RxPZXb__+s
zH`7>P7ugDY<u-!=|4picGw?DewyW=d6{|B6SX@7PNiAe58i4u5C*mi)m=C0GeJ9x$
zOfH=;*eW;c9*2NVs+M;6^uFnnS}f7bN<SAo2eG0J#kr)|TaGtDA*<3&rwj$OIRu#;
zF@x$PK>rIZ$qgxwKY$BZy=lgM@vs(O74J7B$WZGPpAk_`ls;?B&kxPaJ#sRA<n|=$
z6Qo-kuzE_1P({ZgPr77DJT&L<h=E1b(Qj1HRlb~4S$=6PRI{IUI|#ifT*&K!vNY*u
zq2&hA2WZmTzXc$E(ZvYz5E%(uB@ZH2;rF(Y%a&!GN?9a@`9>;Kj?xn-A5e{8Pu3TN
z-413Glk+!y>Tw<PQ?kG6cxKPP+_EXzQh5A|+;IV4BG*~t+WWNsD4(#QJ7*RPf{Wj;
zU=d%-L@moO0ogD<l5)*6s6l;~T+UXw*uFoWzO;5(U$?jTK=zH^uBR{TjOHjOnfbM6
zmuAc0!LxK?u4E@Kv%hBEuF5(#WL8oNRw&6Tr~qOTxKY?C!YRfq@<TdSq(;=ESB$u&
zTrs*lV}JL_&lC6sbQCDDPh+&h@9GV1a6?AMx#QKc3w#@VU8>JoBkzH>c>0a1+`cok
z(Ni0QG?h=7cftsIgjK1~b*RNp9-;@`CsNBrzMDRwIaiSF1GFh(@I(T<8ikurJ4^dy
z*zDnI5#HRn%@5tYv@p@`Tl`ivf_~s5Y0kNPIY#kyXjZZmYjQzV-dChTXj9@~$YCpC
zJC_uL_;5)BZCg_mnkE<M4r;ylx>)IuNtv=lnszhBZY1Ce5B|W9I8GOo<AkPMC3L_H
z%f@CwM|7R<Q_Zg9E%+fvcw0uHX~6&C8cGqABB%%DNA7&ip*nP-VtH49EnpYg7vqg)
zA+#$)bOW6)0B^_u&spW`WZYpsuT2T}Z~oJ5Xce(<P&3%16AYOZ(Sk1Vz{W?j2D2lD
zbRv;fQgaa$Z5je(wl|Fv;8Li4Qe6f}sfK}R;iT&qXgMl`l^R>%`(6Nw+3AHzN`7qt
z@tAjV@*^VR(;okCz*Ahbp#!qQ%{qn%YI!mD#Fwd?=s8658e6a8oI1L7xr7FAVslY*
zJ*NChbcG^#I{34KshlKN^MbqTHUt~W*4JLxWFXp9;8*2b2~Gj*N18_U*Ksa#@_8J8
zt$uqx+NK6O#$We~>ejgwqV&EMkcmO>wQZWMfpa+0X<q(Tslofwb1p6%K98{F^>n@g
z9deR|R?rU{LJfUz*s+>;RTPJsgT9$aO9g&g$7Jf?0Z5Ois$gdvb7|pUpMAgly{<r9
z#axk7A)3X$r^On#7MDs3{O8On=twW~s?lc?y^u=mz!wy%{34p59+t2q6u(8F7sdO3
zRxHn991@=uZ%4AcC7_WBE9E9-ToZQkr3JrQQSABPi=kid{yY?I{WMFu!*qZ7=}f3y
z;4Rp-q?x<VGRJ)O$Rv>!@M;CRI;PQqA5!|2#PKMAc_+GVg=h5W*_%nWW<#e+kJydN
z1%rcphxB`;9lr|~ZvwzE$cwgB_&nx@jgB^RcuM0(e^sxtfC{ir)pqdnHLz#!h2%{c
z6t<u@<_DU+E>KSI5yG;lH{46`9oj{lYo8_>*@O_7@dkivv`2-VD#dp`>=~_<=g?+9
zOIR}WXS;uh8jH{g^Rjtz7lKEabAvH$Q0*71W6;mq$o9229Oq2SQ@e&NH*gQlcUUWA
zNq9ls5VZPpvp`#c9FDLnrh2pFc+|JC<?u@ArF(%9xBhk*$BISGr8h+-i&N^P%SLwL
zlLFZj3e9V?mW9e%nzGu5P?ju)V4kql4%kJMne&ho8`Dn$h~8xb1$vqH0^TdXtMgE|
z9syj?Gx|wD<eMnW@Ym9S9~QprWlyZKfy}wTQdP4BUL|(7BfG2Tg`@{o>yCp!7X@vl
zDQ~;sFL?#e#nQ7yT_tS5E~EI9Oks++k~*4hE!WL2at%bb2-X?U9tW+t#h6dF>9%IC
zr8P#wo-)P2g*|DKD}}I~NvZo?sO*w<v2Epw`<{LYtp}=God;i5&4@W>0$;1U6ewCY
z?my&Ix|nb-HFwF$L~=|*b5=F8a1c(z>ycBtdWABz_kP1$9G(EMqN2=8b@@SM(cjSe
zdz<ckUh8$_8Af*BGILX16oQDmHo6iwMb(CSV583V{bG{d2{6?>!Ksy8XLGme$*o+1
zSyw^)ED~5J>H)hq($(*nXeM+in7Im>+Co1JYkG_H0pCuGbUQBH-1YBDjJdJ0u&oTe
zKzYeLvNYB2c?jJJ^2w22IS~dRMBvaubU5+#W;zRgUlyM{7bPZD2T#*kb-z@X6*{vk
z<o&_IUz{D;odTUffzB~C?=PudV;(xU<F}o>&aPx(I9aszhH+AdqoDc;^nmncs<?Wj
z$Gs45puRHJ))x2#=e#5sXLu!|TRC5Y%;A)DYg*1A01;cFW(Z|O8(4L+u@T>*y2~pQ
z_^5SHx;$le4Yw|kBpuNGMk(UW7p{z(i;j8O(ug>T^nvQVA#2K4r6OgS3vE(>`@F{k
z>ofAXu`2Y;*BpJ=9Lcf{qhO^vuCO@J_~S>Nb{C;lcMJyn{L*@2z7I&&O%T%T*{=~q
zo0yxXGlmm{+@*nRkm=n<N~BSr`Lolan^ek@Xuat6AI2IouV-NCP%5Qmsj7<jxU&3o
z#|pP`%Yu5Sr2v$VcvCC3LELh(_r1~M^6TZWg;iiq34mJ%ALxGDc5n?^Bm5o#eQyo(
ztD=NaSm|MRNZUX2c*Xbeu0g+<TCF(UcYVR4MA^`7*v|++zW~>tXO}$bd~|!??BVw=
z{j-wA_6@2BwB%!7KN%lxD^4uDNvBj|4Rv^=gYmFG3o4#)Hu;?*T_9LC@Fu|nXInJq
z)o$3-ppF1o$pG*95l0cDM7FF-V%Duw!Bg~kD)Wr0U|!v@oatiT@@<VQX5``S5<!~-
zk>nsk{MZR*JZF8Ma(f7-L0`}9hhEQJ>pt|oqLjbDS%l&kmI9d+KI0M=Mdw6$@=s?c
zK9^+iz9C%3Rg+*@HM#j0l8#5=JHN*|&TOzMKlpm&9L-WW;65F=h)XfuNHgBb0?R5m
zV9lk4)>W};mM0h2<<jY~`BJbhi#EUy0#?iu^x&fDv%%m4dF5R9O(a5jf3{~`w$;%m
zno$`sX4VvRo#m~Zn*-ehqR>gcc>@?iSQ~TC04uifV(Ti{Zsq#N@Xl#9di#5TJ?U}}
z)pqr{0GvySLLTjrGilq3?$aM#fj|4LfKs1Ano1gnT@K6SzyA!ZbD=E4kpOt={YLh9
z<`rT`Y!Y2SYy?%EusenbqUzjnfU+D?JR-j-a+0ls;b@{>^<3kQ%}VLr&TxC&V_J)Z
zsG*(O@z;<u^=CF-#Z8_Ho2C71ygv#}fbX?W7VIHvh%wh%NG<7Ajixd3q}9u`yL{~9
z)NdAN4b(2PRdUJmbd-M%#C{f;Jnln0#YwC;l=h!&hNqlr(BoZ&#sPEXoAyMX>YWbz
z3>KPY?x$Xo)dgxJ)oX-x>~T`9wOoroYPryn@9_+mh_<QCzyP<(?4U1UV8#EgO>>hT
zVF9nvBwRU&KewqQ<f!m1;ba1LawXZy;{j{N&kVV7Y8P}z`9Ui9iQy3R=)k4v@9qfd
zH2vP61HZ*7T~!D(3CnR&YJO(AC@wpqb*ov}g}Nw@W;F>WLd!h$e`q_)*t&w}J)0fJ
zl=zxCX2;A7F<mn=Gcz+Yvwh9X%*+roL(I&~?E0rx)nAn=RaGlJALdBs%Z}c&JG(n)
zMzkRX^C*SA#ZFIUp9LyEwFnDt)^w-@)--dE7setU@h4-1Mw|)ZqJ+x~Ok_XIUjRQ&
z?Z)>2n;XuEB^d#NfY-`KjJPls4O56Nw+$lZzPxQC5pOo|<LZ!A^tB1oM=C(YW2L>u
z^Fbqedv382FUpgKCbA~XYx>O5chaM9#$W{nWLwSoK@D`}%vw#)N6dULiQ%)u2Y1Aq
zPIa2Y1@}#kfM5=j8XUMN+YEXs7;mZgGEbp*D4*gFgm>gZhB5%BpP2{%(}->74886H
zf^vyu)KUz|>Bn2v3Y@kO0d&ddnW*ez_e>U$?>LZCcO{PK2sKE+oa7C$3N}$=9(qWd
zs@7SokXB!+2IrI^L34;kfEWDs7=jqiqMmK~5IOA<n<keE;;30owV9+}c{pwUAA*Ac
z9e01n$x*~3-*EebH^XB7%ePj#aSNG^TRhT7yIS-e$K2O3eQ!Y)2CLGcUW-fy(Oa`v
zU%QBB{L}nj`jcJDA9e#>-mcx9ur&3DZUqE@`Z4kJYz{ZXcN2^ENR}tIWL^foKO7kP
znG+VZaIQ8bsupe&7;@1;PtrOc=!Yt2y9UyKvdHz{dFB^^GcQ5+kh7osGEARU6C^1Q
z(2hOQzZVblt>@%yREKxlkxLi$2GoncS!7734r}Fcd$Q`uq1oZjKzTX@7~)|PPX5|^
z4)EF_Jnp3(W%)*3JB8At?UqIV<LM7&HJcSJyF}>kY%l2_b|N*uPa<{4yB&CY4#DC~
zz&nBwv%xz=t@>X-G*jr(k##fob}qx3RQ)f#!<$3{q`AI%95u&I<X_l-$}D9idbGZ~
z+AO}UFs!WL>~%sqkvJ`7_2DvtpH^<~0qiU0=!+w~_?9JTYfXl{8d05Xv5YucyP|uX
zPyD|k*58YPbAi_Q{1!b2qB%?OKZnOc-w)vqiuI@Ne`4#Ox)rR$T8MXxF0Diew;e<z
zPxwCdv3~0ex=idrV(-5!u}K}9XQR+2@a512Tc>?F09)Sh;ph05oaM_ckxuO1ooEH-
z1ixPV*}t;uxF+>giNmw~hkNEyiKh0QQU{l$6wBvesFxzZ>7Mc|v{1jYK5_T=rh(TI
z;C8t4$UxO5ywQ1g<CIMMQQOjn!+eT+Y=f<Nj1C03Qlk}6=MuLEJR_e9`Pd+O%)uh4
zuCyY${Z(_4W4EcwoATNZ{v*Pj1?MpYI_(HKX3T4Ac)|s<l`S21akO(qYQ<Wf=+Su4
zyP}hP6);u7qq@@~x~udvBs+I9(S}mxZZKgUFm*8#A=`!g2YbT}1e1#&Ql>LUUrGFO
zEbHk4H+Y4QC^{WIr&`;!$5hS-=SF*0Tlm8JdjUeR$f(y_69`{(VVVCBGGV`haLt>Q
z&$nK<8Dvs37KzvJ!{E0_*8N^MPsjbYTaa|6QMO*DX=d*l-0OpNTJ<{6ZL+z9lMH#6
zKD(?oxYVvgYGINw61W`kG>NHqYgOz)%l;b1o=`tE8e5FJ>O8>qSNcofH@fX;v)Z+X
zPcpY?WB5T6T4I2txm>{0qJD=<qw8a2EAl?Ykc+4%{4<(~txE(?vDpf1;-8iJnM1w4
z$vu<dQk(<di?pe?5NF86Hczs4ylt3qxTG3DF!6ciPDTaSMp!@F4LkmjAmU1kNF*#@
zX6>UYDLnBcCTO*w9p3F2I=)wwU)S?Va%Ll<GUwGV{hh*wZo{O03bvQ#CNh>Ec{=KG
z&5~&H8%^FA&D00c<a=;HJNDE&)V%8f`4JfBD61CDI@-fO?Y-wL_PP40`-AvjQ`bUj
zu_6_r#HZTxuhbQE+I|roM<G8CaV&Jy@9wF`36x@2onJA<_FB~&c)F!g+=`5|^R;^2
zCX+I@b<Z~DT&>9--h$1MnJ0Y&Fu?kQ8rz%>QcIDc1Q{Nq8V*$dux6bXSu_A@epLZZ
zIW4mK-h4SOJZfQiVI5{RC*DtFsQYiFQg6dei}}aB4#svmHNVaUzb?F9R{|)IZ!^dt
zEI!&H%{IU_4tQ56wp!n*ZVNa^-w3`Om!JA6a)TS{R@mN!!buo&(QwGc5Mx9<#XbBE
z#~t##>%y#b6qm^?(LzzbUGT31HiGf6AAR(YM?o6L!ObOWRfuQA1verm<wMfj1UNtP
zShAU)Xj<_{YdCiTAGp?9vTIYqrW$#ZHBX*K-sr+m+`z~eP(?GZK|Ha`jO_d;=^}uJ
z0pc1%4!^oqNqcH7=zd1+g#5v}H7hxPBc{J;`~7&Bp8O#PYB-%jP%W_PE4{q~@qIMX
z7m*R!pe~RxYKdY_F4Ad2XXM;8>?Kt)zoDxJs2Y-kw{UrdpLMKe8y7s2vM3nxyJIL2
zPr74Laf-P6f%BH(Xdqk1MBQRSkU4oNUB8lY38Wu2V&cKFh?SW|H1)iPm92}mSUBD}
zA2Id(6j?p;yg`CZqUpAX!MpkTgY{kUG(!eYhGrgPYpSRIeqNC3&u3cHJ$yFKO=}J}
zGQ#j5&d`KGJ6x`rW*?J_rEFmOaM~*#a+=Rvwm;qz#E>`A5tOrFcccI6oF~>fpW-eD
zDyzQ%(+l5F04Ii5ErRE_Xz_G9oTl%VaLc9Mc&usm$p>84X!aVLQ*(;~#o2;Be?A9s
z=M->YRxinxX)l4x<o1y_sr$Udj#o~Y372!yR-{IG)VG7J#{#zBD)Qt!oxf*n-_GHw
z8sPspEZOh-WUB#eH%>pU=QtFrJ5{w#6L9qlKeu!>{wZ<bRiI(pRN=+Amo}~6aBY&U
zk;^K-fQs=itXXKu>}ojC><D>*6)S^jBC_I5SQlEN0Gfrf`W7+&+Z<Ncs#q#7fugQ?
zM7@_3H<-74k<M7U;h=r%ARv6BZU^5zg0aZn&htQol~w70q2pg4ubT`X{73IYo^=r>
zlD&xfSERoa)hqvxr*lG{Uk6|f-q#a#E#hZpjKm<06Ub9jG7I4m;$zNJlS~VF4ZcP4
zgK=9sl4@eO@T3*zKhL~my`7j+H-248f4{A!JqA5Vo`4;=!q;B*duXod^m~|xl25kn
z;e(>G%s>8`{$3}4=t#BJj|t7FJf4b7RdM^+yB>N^y_EFSO+&}r^qq<({#8b2ly*_6
zW(H47`e}mN)Y0D9O#1M_8@nC)nExo4Kj(*Nm-^Gf?Q~<;bagPTy^xp1F;c6xxW~>|
z9s`oK@`Jt+<=XXp%H(01PZu?N;`CCk$pCV3)^lS6`;^S$1J}HLC$ba5f%kOg_kc&x
z<)bVWZ;A<ypbp&A+qV~$jbR)d=jNPGOE?-7>*SVvRy>OtT9{rwK+|nV=&;LD*@Vj7
zi7Xgu-zHke_s_*pThc359*34Uu4t4ScJXl)T+&=Hia-L!TcxMw6}@xCqlyntQ#@7T
zH@YBJu}|I_iE89bmJdvI*hS2)X}^fTM?bBbi(#W(&S>3CClbfSR;mW13OntIx*|O#
z<V+>LZ<UZ1^ZpURU+<M!OG8*h!WH#D{c4!}iJ?yQwi#sYgqgcP6ga(_BXWt&S?=|7
z#jF9yyAo(U^B9Ok$UW4@iOf(p;9-GBBY-BNbi~i@sdPj}71>ZHz_N&!I5zA=Hcf5f
ze{747RO$4=ptzke!ie>iBofxY{YuOy^U?jYdBo#E3zc52jRWOZ%A<m_ua1A_&uzS)
zdP5l7-FZ)#+2JdjYfy^;0)b+|SbU)>uOS=BA2vPe(|~bkBaBw2B~*)yszevPMKM-Q
zk~QpsfYH!)CgNU{E<uCMl;`fP&DPCVn{{aKgTuH(tzD9tkH(*;H`xX=NdpcDuWl7g
zto5?;_Ik^aD$*fcfg048mR1QK(5?0{dv%X~{jXph=!dNj-3MuWrW*W-+@2U`-GK&!
zQx2pKA4%i=DvU8&VHcrUQ`^~?cwM@@lHbsnLC8Ow&XHFSewY}>JqQ)>^<{lqMYc=U
z^1bgh$1#X+p+l#-Ku^~1<U(=dF<dv8^C5lwIE)($%~#&3XiPTG2-q%Cbr#;$5~@g7
z)~|d=ItzI<<JgpdgpDF7h3$Xbdh*WT#kp)Eq4D(gbCoW3LNd(0H7))-Y$6}op|I36
z(%JUcAzUEsM;E~`bs?$eVf<xp*o|ewB$n)uUo^<EbJx60?o#M0Yc6icL|8;4&6*?+
z!A7=g2I2W@zIz2Oawa@#H}I&A5!7CU=kg9_(w`H!^1?VZLES#Rx_;2C2~T5K!a5bG
z)*cul$;mA9*RH74fMULt-5Jcs{d}C-5Mhs7xyBFU72bg7lB{p7YDkzL=2hr<aWr?e
z8EI=q?|-Fpr#**w48F_<x1u_hx_}|b&GN*EzDy0fnOFB%?0|9Ji`#Ss+jmc9#9NZ(
z0;1o<NvpkB{bjm5Ehe;y3G;AWAIyjYdt_F^A>ZrlnOuD5o5p)Kt=<eV`F>EVlzNF@
zgrc`9yarfUohBsC<jnsVd+s7AVI@mQ-}VUF>B<drxfT2AVBFY&v7GW4i1V26?1GiS
zOMFRTu8-^re~z~7^5fs+o8}sa<sR-1`Ig3M<;~Ige%C%Fwv8nWuX<UhjKoX~8W6ar
z$Fz89Mj=R=bj%b>r~1NRxQ=YB;stSanRr7u=KqRYk{3$A0{SE%Ii{&ahrrBsxoKsq
z9$}%gYFavZ;jNJm8?3)QVXPSGE*g2bOw!GFIpi|#xHP#VYMzVv;89+CcEsTet>?vv
z=}#Rl>E<0kI6kG2;}e>@*V-Fux0VjL%m%Njri)y^gWjaG|9ywMCcp!9lbOoJaO_(N
zO+2Kr?0zQB{>(d@bK@qiBz=Ly)<>PSKX(cTW;vgDnKf;I8!%_v-ydLF5Szs%M?UPl
z)}mBQM2kklA*HTjz8l<de2Udh%24*Y5e)4??4dct&SbQ4JoNL3xJ~}VM7EJ7+O%0b
zEpZq}V0Z|z*9;yr8PBg80<-I$HR1+uj@OJnz*I;m!P|UZ*kFj^oSP{oDDWJn7^e%J
z@>-Jv?hjqgOt#Kr?{;8sPVj?NKV8sVK(DeYhs}!S4S9^fA6`GN8)17b^tE1ot$bAu
z8OpW%sKl=3NLrfy=-5=YFdn)nEWS%<5aba%#d<>S)f&IahCCgqRVFYuwRtSMS`W4U
zDHQ0|O;!P$h4F~jgrzpR`4ruTm$JKs%nacLF?n^VnqJ_7mG>EVo1j-nxwuie_x^_P
zY+13V2Ol^5kLW|t*XG(K>4QvDpJrD6huP@@3yN8S@Ul{bZZ>W`e}=>|pu{9{BUoA&
zEmhKy7iuyW?`Za7-;^D^IeXCUR^a4(lN2|R*3?!EMrb>QIw7Z-WjuOEIpW2<C8DC8
z?S9kua_^EPb$I_#+^D5Gu)p3Yt2;;o>CvM_f~4_=4RcfcMcrttt?q$$?^bjg5?i_d
zy<AwZNci0VooF3MbHW$E^@nJeWewsP7<IYyDgQx69FMo9J)$_G<?51YSi6@oP*uJV
zuOp5wzNk8%-E7KE?ItNt7I%+Qg`7@Fs5YxG%M<P=6(*@OFBohXDP$F1vMT@l3KA_N
zO^Meb2>Mz|RlV}IIZr)iE+e|iMDG5TIAUitmkb|O`3&T3$4HfC4`1O!F2W7dlmN0X
zb!>h3vre@}aG!m`yqS3XpVuLaz%Y&sBm**6<J;Ja<?7l3+pamFJ}>w`C707Hbs;hO
zF1Fh<i<*Ytgx-cAoh!ldjJYM57T8R4mI=xW3U^#oJb4FPOtlMgrz6n5Z?30Q)x_k^
zMOM~yj#0|3$vu;9c)_)mqdrsQSG_3JnAKHm+6+YoyyMC+>7$gC8^BH2cEPz&OxRiu
zJ<icN=CVCE$Enp2s9VIO>V$6+@<FVdg`~?xwV`u5k~J!Cu=p^OrDo@87Uw2J+?h~x
zgCfFpfrkd?)9M7e-a(B6_aX#WWTfoBDa77}Fwc)81G+ZIC(VC1_&sfSk1k;AmP1i<
zVL6Z6+710R34hgFat?|Ly|ct{E1OyS3xq)gcm^`k6+tZ*GhsHy24gvlRJWFlhQ0OE
zO>!eH+f09kt<0%PNc!^hcV7>@1Z1;3dlgU+?6}mQtVZWw{?X!#y19P;Z3?km`qrNI
zyA#YJ@%(`N=0YMVH{VM{7JV}ta44@eutKqkiSX#&;><o-(f_C~+s#0s5IF<iv;vkm
z6VY`CGnh+&@UvTCjdqb3G(^9LVc|J&Nq(Vp@2AC!=e(ybj?vA)A<8>H<9K1vVI0aa
z;!-hwIgqAD;JD#-%T>X$63#pN=z(7d)v&v;rMdTxwamDS8QH%7wknQetufQ}9qpE*
zvklMg6XHT-otUP=Mg-HsEO2>szkTGj#N)|&QvVkBb3@z%yeDWP#wmnD`_eFaNjYfJ
z{GaJ7`wHP?T~}}?^O&bpyZTz@HGF3V5c{m!dB{969a@wr#vZrR%(g|wDHo@8YT0WM
z6#7IU&!wHtxid|+lvC--a|>Lq=>K7Dm9;pWO2?)lDiRsoI0|WaL{q|Z#)CMuntSen
z$tF+6l6Jwf+(D;ZV;g<ftZDoVTk9jxdlS?-OicsY^td}Igii}bVwqcWIteaLbCMnE
zuitp6sOM?^mnFXHP=4Mz_^@W_VO_^#VKs%lTEFt3xSXZbWKwvprst8onq|~v5_Ya;
z>4E+)E2yb>?SZ<6=hkY9dzESFA@N@pM^o|qL*jCl{;GnZ$9F3kzw_(Wtba`=$>$(5
z598&m<0kUWhbPOJr3cA+9tA6ztaFgQhrN|d^!c;SLnk+H`0v$jYn98_E*mlObumsc
z6CKrAyl;M%fh3Nq{X`W0G!kHPYKFF0Ca5!Uc6eyR>n;4`qEHx)w)3E$DSD1W&~`&X
zy?^YmFbGGunx)rCa%{YBJub5!d9yLzA09Q7nrXdcGCeLhn&Vl?iWp`_2NcQFQ%#NY
z!oozzuv1g}1`NqgK&b;lcmMz>wMU2s07teXIZw}!6=o+HX{3(;Sddg?kQ)(#2JA~F
zGRTbz!2t#(Q5k+3<i&<Tkllbn8RLe9XaO9OLaE=F;wFU90l&x?L4S3L{tEfR@d0?r
zIwW0FZJD<9`$hr-;J5&+WEGOCsq{>G`h9-`{or^2oMa7>rm3<_x%vVlf&OqD07kL`
z$ty|GR6<GHJVHT91V)CQ0W&gb2D|vMOVCqvm<{MDILwFfngyW4a7_x(p||r7n*u#W
zhV4qe1%%0f*oOu-LF}Ug<dUA_13*d7zXO}8PgDQ`db_}|M-cn?fQMwq*Z`Mg$Hah6
z>Jt;dhT)nF;G@6u1K?x0gGi=rvcp2AZL~uOsHVS$CG(ydxJ-2gg{7pr#)WM%UPAz2
zQ=bq4Q%u*mfLD-fa+pb~Yg$-w>hkb_Hd&ToUUnFdBzNzCHQ7t*krC0v04<p_<25@V
zhT)n55JNxHKhQ79Juna;$=x&XF1a>5&?&jrKTr*7Ne{!5TpJw7lw9i_s7`Ik3|mcY
zNea_QZ2^U)r#_JaRzWRsVP9i~1S~PtMunZGE{_g0N^15Gd<`87pu%*mKvt!{BTlBe
zBKUtn8%XyVS?~WVX2^Q~oqtGr{~JKd63~VdW<FA2_6H4{Fb&W#-tiAH;46{9lwVfj
zuZ{dT*QSuO?gbKYv|_L3ezelBWDu2tZQsmjv^4^N<#BD-du0ta5YyrXXrg1aBSE5+
z1@N;QV*F#V$wZkk4N%7&4b4bLn%wG<4d0G&3xY)9V-JWY`d{0wOlfCv3;v1L#~Kq&
z@Sg~Y6G;J2_|1Xlf@#6?;ml~I(4|<VaHS0AW?<(0Y4H!t5K<y#G9GEZWQ9Bv{7#~P
zII^uq^$t2e)Zth2*dgMm{$zu=p{?@;Q6<qNQ8dy0Wi>2$$_IIW#Yn}#%)!|2*If_=
zo&{e&V#w3VBgsRxBM}=JWUGn(Dv&(mgrp38gpPd^<t3quhaJgumVvha#W8oGOb8o~
zC$kb;;X3PYD8jhSLL3h+a}wt$s@_rbN1nL!Dh)-<k3^=u2z+F=ij|NOC5D{TRVbF-
z@9&S<oasP>tr@cd1yS<rl}Fb*yxC^aO~QAk^9-arr<H%;cWC%tVRz88a2*dE_+G(|
zxW@#p=L!V|t~ZyWz&PGNFPQ0`fk1+tna!)CYEc40yk3h-V!WY*%U_)lcSy6V%X@UL
zcP0hRv(Z@mHbr=u{5}Glf#jc|cQCW3qSbl{Dsf0VBPy{UzIPr4n|cW;aoT+ebVTpy
z$Iu0kqTRj8Q@b+`qOWmTgBDYSJW=G?0xKa67{_7--j=PfF<Ja8QS%}5=}p6avu3Zj
zIa;Dzari)Ygk!k^V61yAzVzxZ?Szn;6xcZY9*alf^$<t8Ssu}Dkv1GN*jcURf0@f;
zc%t2X7R|)#!H!h3G_L&<u8x3Ny11s@Mx5Fd9l~|rr7GY`up{2Aa)CwdK8x#}LqYa0
zt*ASNg7Vp>Abyo1t3xm?KS#F}XZ&gOg6sk-v78Ar94G^OwH0OX1~@a~jV|y@jTlF>
zl_tz1l#X}(0w+<7UzNh@0S(yg7elKmzbYkH(ZMTwCX)@u;N#>)F$ie{)x#hEqsi`n
zZmzGbq7k+GL<J79=tMO9X)(;mu<JpamS390y|X-XNB<CHiZk9?Iv?<%2<w#m@5+?W
z0PxSvD!<S*6jjc578g~fKsFXsLi0~77kmlTDyYMkd20r>V8peK*J>S#nbPW=QdVol
z9cy|(sM5({Yn1BwtOw0gY0F+7Z8?4|<4tVpV9#hIYD9_$Cm}6LsD7rt)@=7BiU()&
zABBpIsCJs>ri0l{{9fDMAkS&M2dRqPp;(n<q=fc-Ju9V_g;u*U&F8)PY<=>4C8@AQ
zSfGZ5CXVKq#S%$-Lb*p<g63nx#l$*Sd!d1gGr@7P?Yhu9Uqg5E>TWfxwB^wv)~O1q
z3W>@?g(xlGW#1m-le<KDGRf4XT0D2Px!uiL*5HV+(jf_kGL7hD^@;f8>9P1^Wm;y&
z91|Buxw)}DOv7bGT9)L4q>Qs-Bk8KgN_?e~LW07!r-YJ1U28GrKUEgef748)9Ia)%
z9B{#tZc!UKDQvTJ^b7Etfw!@6!dZcbp@)IMQ8#Dz2M^c!UOZa~dqi5s+67_d7Fq`@
zhijO_a%r(XP`ZwdZO4i0=5?!}xfr`W{3%EK41U8cD<`YR*qyuIuG8Pa{XSL52icYl
zU1AuG9x~8fYn0~5HHqjqU?hJB%F5kOjhrl>v}r^gEa2b!wL4RV?syBEmC_7W6Y^Gf
z6KB|W$%csy%5Hb^lnfq|16qNq^u`ELGU-h-EA#ZIVHNB3(PuK|^E;<;$y+YxC$e$#
zl~&M+kifK{qQkVIvg5`{V|hLkAWD4Falo-}U^R=S%RCViVL%s?Q550DSNjQb_7+Bq
zpFEd9kaNR&8j3mIP;;&<jsgIKsV|_Tsg^z63yW8w&1L28B>>3&MgT2*FSl*7k>*x@
zSg9@enQxA+1`q5DTDbdMuvnZuy$T96pnak9sll3lTezwZ&eZI$nmQu~%pSO3y{Q*K
z$>WxiSp{n*M-J!Pnaxq>)QTF+l3~M?$Cb?%jqoR#%}M5jH<+=?a%fWt{+3F=@e{8x
zvRe@%x072DTFS+g|Fxm*`zgRHkIFSBI663KA4?>vS8&!4CK5<p@Z$j#=4GsF^5=}y
zcW?OBQ&gJ-IUZ*uiPagLV{YiHgm;4-Z!F$Ou%U1rA?O+gu%SDU07JqPk0cgB!?G+N
zMXn?&P68c|t1((rh$?d<ibCQ)KpKp22t@&d7y$tpJm@!<BLglC(G}vb+1qLZz6tgL
z_k=y^1O0?j<pn-W4wenc3yB+Y`w8axeJQ&4dJ`N7o(;ykNC)Rxz{hv>Ys<#B8-mx@
z0qDC4iwn~MJA4Vz4e5$=h0&AkgaNfNiw3&^^^rh}#$Esq`|-^c^6s?Fbc>~@+&94X
z9gY3*YYy<+4EVr1O8L`Wpn>ix*UWsSvHt9b;V1zCyS1^&?=uCN1xbQ*9x`PDJ_VMw
zSoNK|@EqxEt_taFp$d*0?g;kG?^XuPxxbOOWfA^x)>q3n(|4F91qy#o6Wdj>{?}Eg
zu|W>7p7M%*>sL>JFD%$2<i#8+)CF`G?3G2!q4gGC8a#xHUl-sG&sWE<3-6^3@udyz
zr44#=9iav8N}|WPC(2i+$BT{MXQ{jxrm0i|a;Y>0s;TS}UbEbr@W=b+^DapEBgOmn
z^ABG;yK1xXB9d6u7P<s2tR?sxR1KCbmM%b-SQk>4XG^|^)HeeB6bu7=5n>Tc8B!Ts
z8A2H>8Il&N01N{x89ezbv6dP<1C|}52D9dyEt2jpU2t7qUHlw)dJKA4dK`LqdH_A-
zG@R)7Zk$@xS#VR>2Jj+qb#Mi68ee06K+ex;uvCatgc4Xuh<R`_2r@8pa5#QkSx8J|
zOjt~KOvn-#MeyI?XukIRSUIS&5EL+|;QGD-{NRKHKcM%(?ZG*GzY!w*g)syd@Rj6;
zA^i3Y><x^d2mT6d4Gg0P&KB$p45#ON4cIsspy#W(#T^(PKm0V<JQx~3oGjQL7#6=e
z7gRPkKLjCIw1(ssE*2C5m^7sHf5Zjr3HyY8g}9aNTMe!Q-Ua0e&JO;Bdxf>d4*dMB
z$MB45i*V)ABiBRj8v{-N&I|R1c%{+<>r3qW2p$4{3BCc{@jo;LZUepn^#*7A?F!g~
z<GTc24XzE13)KPf1iAI-y9urh(*foB^Gc%!-WSq$6D$js8+IAl75xff%dAJi*UPul
zmmK`vm&cbJtR39TSDPQZ2EGPx#lFSRlkW=z<M9mvM+V1-;s$FWuqD{i?&0y(fxLh@
z16zY`0ocNBsrasfH-lS4uR*k6*#fpwe9wJxz`MVk(}G`vXp5&ywWZ#};+qZW4by^s
zrO>0~OVv8qm<~7Y196+(^F~hp`G06SLK4FK2nC1I2lK<^|9@)gegINGp$_=`T4i)E
z0I9D~2fY8Q`MD{6wfO?N_aS?-d1pVI+BF><L99C1%<+Nmr))8=3Q8Yc@3<X38ZTzY
zV{gjD5p=$6T3DcjN1gJW6K^4G=|mZw4}%L(%v;@c9v1W%-PdqafJEi=vKv(Xc69C6
z4+(1k84{CTZZIr%)`^Vdqx-g#Q_89Q(wmDMo_o^N=Hwx7YvE=pQ<jlpBXwQG-pQ9M
zJ_tY=Tts!;i3G00=EEAy1jrqcsVj0vq%ulERJex;=p}_P!jtaD*$SJPiA5E3P~(oy
zO9VO?p(U|+nuY1~Y5W6W!|{;4;S`(PRzlj36v=kfD;~JuRB*OR?l`5v4;kTb9T>(?
z-BG#*Wu#D|aU=m4)8!KwH<eR8S=*;76w|z%)29kBU4cb>&xMjc=6TFc=3I0HTx?l`
zn|aFO1@>;;o5!O#=`+)2HJF9i5i^D=zsJd}q}SK{$}P25LY9pCyI|CNGIDbhW~CUZ
zQbvMWT}s!p_v(V9AIzc(IOgfXZ9k{OcoDxL0?dEFu_^r%c_{_(Hujkig&59_J!8+t
zqkT8=sa!D41a-x#1JC4XidoD_V?weJJF#~JS7H~>EZE46#AxxqJX>y1TSc3YzXCO@
zXwI#z|C@%EXol7ivt)t?j?b}l;)9c=ZEEJ7T@Bd3E|iPm>iW;QUDH+nCvU*gZSJ^j
zOJ4kzfjxzQXRu>sJZ3$lpJjx2oBr0WQO63(%}X7kkl3tzCe;q|LF@hO{hrs&n`=9e
zZXZn@4U6lkPP{mN^bWtBxpIceP1|hR5>FL*<L%q97~E51c7(msTJwApoJ)@x2@QC@
zpZC#Le`!z*p=x*+NNlgg3a-UkqQ@y+DnSP4aBk@NYhAO-_%bgGeTcaleArBBHNQ`l
zVyHu8AF+g10G`sdD|>(*EQzE;fz~0$-6DB*z%E)^Wka}oI}I$<iFVYv)~D+hdV?~t
zic`qmJ<^aoiX((j<@_Rm=s9h)XQn@GWJ63>Vy)C453%ALoK$wZ?O=0GlL~h;3SuTr
z>)+)R6JQ#vM|;<|1r@R=-$6&?wUMHfaEgtz>I?Kwsl;qcfBGz%=ziA%EpA5-rAM)F
zZB-_$B?(fOwYSsKc%J>60?3CaGcd`@hw03!N9v)8W@+O1Kkg(nz8A|>F_w?5rbviZ
zw61Y2qhYUdUTvg;b|C_kHb$La(xc!*q(vJU`37))E#A4e*2>L<f6?=qqYU*Csm}0Q
zo#6#xuhV@}OkWcQgY4N%BE*qkWOuZcNWMj40j~FO+U`4wpaa$>HyHYA()Jm7?S^77
z>6*;Vt9){_y&2!gsZ>&V_>qXz_Y0_gyij>rm&TL*e4>ywG7%JP154%ZK=p{WDn+U|
z%F3|kQykWJZw-lIscIeNMoZ^TAmwhMc$B=(Y+G5Q!|BfGjquWxncBLtv24ly8-D&=
zMe~6O_uS?CPIS8rAMX<S`0Wvmb^U^coUneJm<ms`-uqn2La>2e>xj%}O~lI$>y;4`
z#+LO@?td6lgy<*P|A9(%R3C;(Ekl=hjQ1ov1Bd1W{fqZmnwLV2h7u0~!>ivlC9IV;
zw|5Cwv{)}h^;^FVT(q*Z-0Ab1=n8ETW|EH+CGXfASw^s`iZJ(8S2-`a>^`?l{56dD
zT<@Zr){Us}yH2jPaPTjxlGh%#N?%uI{EXKe?iLH%t4+DB%Kp9Kx_*z$*aRb<I>gW4
z-Pn%~^+x##MEjo{r=+6%P9imh>)Tp;7XnRNAtk))-KeJq_S<8u*UUBw`#O(=9BMC>
zSz|g&hU$vgA<19D!Q+|AZ`nEHUo5slF&(Y!H3T?{^D>?vOr4_OiQWW+VT{sel0GBK
zH%fEZ60=0^aTiKcCiD*HWE3R*SSt8Etw1VNsvtq0&SOl9EoSzhI)R^HZwnedYD`@h
z8Pu(v-OFV<jmu4VbF5JbY}c$w=_6Vh`>#MetW@6Gd1ph2%v;p9?7fo|v(--sW5C*x
z#^BK_#ngodv94$OH-Q@Lbi_>&C3>#H-vb!xp+Rav*+{!82z>!^J($p$vg!fWCPhkc
z=%pBw_%*J2H43OAF%vrsr7*nmN2rWgo}vW#Lsz{mhX`I|ovP@2J8K^7d>z^W36sd=
znFP|<-I?YzO7zO)_lS6pmVr>jVSoL<5io=*GyaE}VL}mt08>)P_s%(0EXn}0oQtvX
zis*$iV)MUw^CWCq>v}=UbySODop404a8YDKH-cJPu)zTwjoM`AyJ4v3LduYJY^3GN
zj|ppCicY}DheYW?&Y4OiA*p;CcM;sO5@tEJd^_=)`Y@5VxWA-H+SE$sXe(uIDN|ir
z+Yvhnv|dMRcBf;o$RJ61w2GW&i!<X!xA8Rxbd1fr7!S^Nd`@q#-DC&y)`eL&^lV`)
zS_GN*XC^Avv+lgfL*f)e<6cPF-%;APIfHl)Mx2dWF&WF=t0S54>$#dPMMqzI``DR*
zmYCy&qX>+ISY_tw|KKQ4c@(HV)1m&N+YwET=w*-nvd4TkVs?};H~qIL*P<jqVp(@v
zO7$pY2I^iJqRIj3We1v8)*GUV<7P$AZd?ZQ!D7ThJ&%WJ$*<I#TUu9%M~EQoXr5T1
zYiurkscP_5Ap_mG^PvJ4n0jQ#ItQJNf4<Sey}X5+Fl#1m5j=<2@Eg|sPisj8RV7GT
zC0L2l>}LjkA`U+KQ<E}fDVA%N+3~6*Vn*U$5PGGQv45l0nt=H^j~%dl*A8|n4CYWM
zz#*@fV`eME)Yh7A!25psgGZOGu~v&73DbyV>+w6e-hc^0B4XIMA*9?tM%=0y9iKg_
z{$@o4FA?5A8&H4cFmB50=aW0{lRMe$&Rocf(yJ((iC<xvZHlDk@h=KQA1xW1lJ&e3
za?(!9h;d5lQ^ux>m~lLga+tt6Jws{&_fzEt4=Q*jmhYgzkOht7?`SZL5&j~$1;WB7
z8mv>a%2<->l_N$?f|R=SIFdnDjc=J>8^<iWowNn0e5YL|xA^*PQ>&f-!ktSaM^f(k
zqD<aSo{)ZZWaQ*DZE;F)N;*>tNG~Q|uMsX8X`u%kNPA0vgDsVqUV$I+9X)P%xu3(S
zd2~;hFCM73jyc>(IUuv^pO(aeq9qqcjIMyenR)Ty!vxA<TFzFgSSUNjRi5LhC~{Dh
zI;=^X)MN1~iRB^Jyn{1QYB0+{(i&IOq(I(lfR48eADWQ;ljskwiiF@4Xr~G)8y*&y
zF!P#)-rtLP*v38HLpVhIsqW4HOF+Pc8Yn<2AZ{i_gei}&qz*|73>K!uqTXj=&0aWY
zHYW*4fE!mzVKSB5^O!_NH{wt-%#745w1e%df=9%Ua5hAu=4jN)Rlbt{`;w#B;q>(O
z?xv>h5`B1w@Zs%~C6QnEWU0TmM#5yb+xi+*!LCoQDqIh5`9qET3eMcQ+|;>T*SWi`
zrY110bHFTzV7g|Yr0{!M;xw7aq|QPWEwfMoZJV+J0l-pd;ti5&Slp~Mm+us&*cG;(
zGK~>8I`GVSH3oBjic7pd|4pGy%*5gJ_j;V{UshM|nnkKO(ZpomIV^gr+x7D<(H;{b
z15Y&4L1_q34Cz)K?8NAZGR4<XKz!()=>1Twg0(sK`+_aXm92EqN*oTRYpLaof0e3*
zO!*#G3F0p||6_`6bVR%q{3Ij(<xpD}T{P1|);js6hS`CC;sBF!z=Ud=EOaZ8HIrhj
z_so;`%;CGf{1!$6M7OEuCohHAd<MKcm>@88QcLX+1n0PPg}Y&73n$T$D~OI#R9A63
z4&^>?9TdwKQ^r;R#IfP-c*pQ*E2^@4-9BGMvdV1WVmwSvqOt*H<79a`JeI8<?2B5r
z?cP;AGhKWd4_A^CWN*4{svy(&yrh-RRj)S}czm+Z%r*0nDgt7OyS_QBkL}yLz^Umc
zYvPvuhl~w-JNL1{+|kmniwa(Iegc-9sgi{_V}i<XuR9C^4h2>zqdj{X1erMti@9iV
zf|)^)!v*^lcbD&JtER7AiMIX!undpR8ss?38n$#KD?ILYaFmh}FrpmXto6q%)ZFzP
zE-q@B+HNk}yiVd@s6U2+y488DYiwO1{KqJ8uUk{bO|_JZ2%dONZispn%#HY<Wx{L?
zT21I96irecj#U3cN&TLz$w=;GJmjuaNo!8?-}ZlF9uh);<WMr|pPhw5cgZL-fuwgf
zspDAYTHsDlKwwitd|PC6+jy=@Nog7I&6wSw0><LLR|?5pMIg!l6-7R?O8)9s=9b`)
z;Dt)by6HbU03v!^OqKrNj*iHrJvC;dI#u(ex`VLPwNylEfY$9-D>v#^7B|GP;yu-*
zfS8PPi}h$<v8<ojJd<A@|7_;6e$C=sOL1wi>ee^vZ3zRxNQl}SJ}WFqo-emOzFnA9
zLtlER-|?2hbX5D7?`EM_oUx&&{Z7(N6F1)%@6G>Rx<FM5qUzQ5us`mSv|bakf*&PW
zSte;K6?0TbFf{<Y?<?Bm{tRy-S0)oB+QvlQXynSD_(e-AQ0d~iJe~ibR+2jx1m}Kw
zfx4FZ=hBmibVEE~^J?R}hCGqyuTMyVMy|JxmZhDV<?{k+T(}T5mWnuy`nL;&a*?)4
zWmzV#GxLK^Sv-w!i*>2;Vi5trfimpacl!#9yU||1HnS?%V?^XdnzSFj`_T4?XiyJ3
zby(NaJvzai*k!-4s>@F_8NTw*Pch4RIjzmFw>IlM-;yRI@V-CmIt(qF)l5p_b57Dh
z@YxV@q-M_};hi&KiaAu8PO8t0H}3paph|0O(uvOwO(vmMp4E)^&7dwPDHl4moAuyv
zjC;h4x`VX7o(3NNqoORL@~Q@k9zQ&`2{jS%>E(>HH`x+|*(S*f1Oc!WYT^~inAK-3
z^Sb2=ippjc&FW(E3ymv*$*X!HScD>~uA0MA4azYh?UBP#%ma~zx5gdxDDG77$2Q9a
zlCp+Dj|G9+4ra|B@&etAE7!LC!R`6_OT@Wq?jk3utQq22ojfFm7*d)pE-L5YSO$35
zqVP#Cvu5Sk<!xlfNey&b-rgR^%Y|%`F_WfPCUFv^9h&*m11D`mijq_gDUQ?{T^0F>
zn)HWl!lVznMNC|}k03M<$1k7#hS||lg9r(WqH1%i_KNzRt?#PLWW|GLjU^qwva3x6
zoCoLaNDFtllxL{t!Q?(@QcXZ>#<`5PWTuFgdCr&lr4QYBH)d_d*el)XlT583>+eqk
zCE5^$eHi|3I-%IevN*;2y!ADJEd#p_Lqi<h0%`qUVxmf$D9#*B_2LkTE%1Fhzs~%=
zEqs=8g>=5*7LHidZsBuA-s-7t()n3(jh+vscINm(ncaPxHAN|~#wutviFGG=r}`Uc
z=J@_id;FiU!t#IRQ9QCiJx_`3J!vTLdz);?YSj7Hr-B+T&fpEq&lfLUZ}_#&iep#z
zbfn}%640Ebl`cvLYH0O2hvs5i*xm>g25r_h<(gS(DAuUMB$9>Dx!d0crb%R}4u_-`
zO8aoUmZ?EMGc}KI;pJNlUB{jhfJa2_deiQKw(X$Mi!V_C$A)9UA!P+b<RW!ZeIU#D
z;{qbK1oi+$RMZ52BKcV1?*avNJk>mk1=~Q3rC7Wny@4x19sJNwH<aM|)jCD_zoa1v
z_F1K0`&xZPd0z2<=k`Ho_N6oFr^rH`?#Ejg@d+IpnK<KrAF-c$L-q$ykznemzr(@(
z)ZbTHwCrZ<FWV8T3Vd>HCEdFXi4;O#OgGIkoxQEjj%J`aw`;kV*DhVk;3UM$XPEAr
z%;C7#I96pb1#O)BDp}GFOtXJ-RV7N;ZhrH|V3zzQ87j5K@*4<3&nSv?*T!;cV<bk5
zHG1D$4a|xVLcpD|pJ!`j(D%e6Hoi9y;>)Lo+GBV}G3qn7@90Uw8Y3}yO!-+AnV5vO
zcyJG>IkW(gFe#jHDKE2sXjw%hM$~Fa>YbKaEOgK&`{RdBo|d7zFiYr$rNhPu7Td)#
z4#QKf=oC%o@(dcGw4=UI-{DE1v6>Her{}$M8stB)24$Ae>OJR=Ko>mh=f_9R+A}o&
zm=cBlRMORKm|OqNYklXw2L8T`vqDyFO;w_HyETjWuv5CQi@}O&krdlZ#SP$`qSA1^
zzq{(xI7OHFHlC*3uHT_h9z-I?#igCC<)dwNJ34gsQfIc0uk*K<xeb9fn`^IrkDN`4
zZ;K-IaM4Aw1d=Zsaf;$^_jr;69h_Q~imHe0>UL<$x@|)YdM;mG>Dxb0`iS7LZGu{!
z*pa?_o{JZXXo-^ogxb5%tclqkA5D>+QenD$#-_|(yCRLF3z56#6Xpg4H(^mHoK?@g
z*mtg)Y5a!*>ZrlDV#<{f>y@zZhj{5fY<(9&HPBDH)uekZXMcg+iCY0Epgxu=Gh@qb
zsl()@sx~L(hRUk7(s+q+PC-LW`|-9hMii~xGOk@Yno1cTD|?V*m1Q<ZZI{b=(v&vm
z;?bnz35~P^No-s~?O`oe%2cGWu%LJZGIuw8g*%n2cOunpG+b6TMtP`8MadS;pSEh;
zg7op^NY6CrJ%z{N6q7z&UpcStc3O8EMFE}Lv!ZIZ(Sn`+*l<>iXcmZFlGq1{`LM{y
zHw-q3>J;$@i4hBVq9k{N%V3<$Ve})F6H@mDhHBlbs+snuqq9rlnWsJ+X1!)Yg|tuo
z6QbN0+p~4W7P(9A<efW_&VioO&N2f^I(4n(&HP6vJs3h{qsY42^KtTDwZgvxF{ZzN
zEQVSTo>%MqOIBU`G54F<Ub~Nq87;FMg$n-&pUHY5T6oO6HD}BFBi?EEaM4iU9%sa~
zt)+hYpo#L1wtiB7+FVmwVxsUprONGwJmExnlXtGp$V2b8HHq1IlhaZD0bA7v`x?IK
zG4(jO>1vUjTIe+NN0~}f!VAI0m4PzbiBu1RCxE|8;_2O4{ojj(ZMMjA?N3&Vz(W|U
zxkrzpnXkII6UaIZy3Ks9zv^Q=hm&kYu6Bz=Z0+3yR900LbYvG~r_aojS$6SdobHbV
zTGhw<r4}p|koA>Pt|Ydzw4`Da#$M&6q8bHkUgkmT9BMwQk})e4s0Sf^cXZOBG1FvK
zY%R;nhSii4e~PJ0<<xIazn81X$gBHHe+AciQ`xGjokd7h-&gtV>zDK%vCt+~vCE7X
z(6HcF(#T9ET1tLx$(tYT<jRQ)EZm;d8I!?QJx@*XH|5J+cZla}rdT=+n>&P`-cavO
zy{a+sI(fr#f91OAxSqgxp4<^@i`;ncjeL+_x^9ViykY0ZSyjMmoaH+&jktK&GOf!*
zWy)eOAGFqCFYhv{%mD}Sqpl;#_x>pnuH}hEwZXcKer8YYO5UzM;hDPB&#EoUD%Nj@
z1b4L>J-i%5{=CIj|43r!4TU$|7h4MG*A;F9+|}s<ZMakRQpKvm0-Z=INcBkJs6?}3
z$=?26OvMqbzvpg`5GVldORNgFK&#>&q~_|d=M1(qRNHoKN0-ew*n&TvT}IRgD)VS(
zDr&bU@@O9d+C>WJj7$sKMNs|{XndS&5r15zF2p!jx7fG|-=6@LAyvLg9jh&_)HKlc
z19TQSjnuSaJsaLe%G1a!PflU1p*E&#_A^fEo;B35o2e^k)0>4Ox#M92BM*OXcTSGl
zqp*e|vEH~_9tHlWN6dr8E*S;^3s>gpGjMjqoCVOV5O6GeVQ}tge*K7D22W;CfwxJ|
z7Z7wZFDO*V*fr_={>os3VqB|v<117p{~NE1I=#HaQ}W1CXS51W;e5`>@VP-g>*{d%
zoh(VbumPP_1?lW9mrYAs4uj!JyivXI(N}6EI9dY9UkW=^?uy*1f^uVi#Zhf;SE^2K
z@QzLYC(V-_jg$bj3EDpaJE;vRsG2-<b2CnwLI1SH+4*X2j}f-M#n!Z<n3ce*Q3Ry^
zX&uei7Uet|&uaPiQnNHOKeNKH;l5`)^>x;jn7m@dlyUvuHQ}*DIcO$vP0D&I_{{+O
z=Q&gp#x#F2(ec5&XS`f}>%@OCj54^iDaU2cI;E+kuo8z>Aa!N~`8X|_LNq((4Yec{
zm7Oq>j{q+VaO++6sdkqZF0hbcybU^kAOsYgKUgnp53K0VoqiP385A+OWJ5Vd(l}-s
z(ZmuU?wDPo*nTNNsRrp+CijrDW(>3RZVL5SNqob}{H|oibiy*e+C6jS%5kI?8@7vK
zv$bWyNw)_qFDgqdw-wVd?qB5Q=4CBv=g-HFW<5iC9XtX~PE@URd>44?vG2wkilFoA
z>WSfXmgn5KZBLe_do*A14sVr)HLTdc927^PI;Gl!w42d^a49@c?FVN>KaJWMzSx6=
z|L~=q$ZYP3WR$$xYHggX>)^s8s57`&j;k$3-W7KwuAs?6%!(~x#hQ%eICh?bPwd<J
zP9qr|P&q}7&O?O_wRYR>kI{viz>1W5iP?jZIYi%d3jFk9`lC7>Mn^gH?6%{dX-qD{
ziR6KzKU_`INN(xq)JV<dAy*_1dzAl3$F=hd1{5~Zoe#$@YPmuQ-bs5)!{=N=-Og*e
z=jujr5L+WN!kE_7l_~#8dM>O4uraZco*?|~3zENj^CyJOkTcrgZtFK>wPPiyki%u3
zQGa+X!RIL*ipKVRGgS3;N9mFHDLzqHgRFc?eeLPF44*}MpDCe)Z%K4));MrM=EeEL
zI%=yTR5+-FG>C$@_7~n|OsKtDcSnx<N}D09auhpMG^s4sJNbxNZ%0c*YjS`{r+7?x
zqEl0<W7Cl;XC|o)N<EK=iIW@q4mu*nCS&NusH|F2q|`FoXWUP&@}#=ZG0W8V(q8Hm
z*s(I)NVAU=C)VO1$T{hr-P@R+pnYm-9B;VnI*v-1WH$KQsoi^Sj?bT356|Z{?v1xT
zG01rm6rrPkPcqRvf01-@NK8Hqa3^|^1ea4v{E>a%LO&FE*!i<@kaW3QA>FO;kXF0h
zaufmcCRhC=>*nzL*hh*U$B&Jge$(KO@Q$09-{sqGIl;EqRVGom0$nJS_hdFHI6eSg
zf-B+_;3Gw*J6dme+;DkF+1mTt?W*eq4Uf{lv;0KC3#^aI>j@!2pEC}RGEpU#P#Xpo
z^(f;ljS1%3-tQ?2KDnL~JM593GK9N(9h~khaK?P+imtqWzg9Ih1(N>a`dQ%#@&X+7
zPn2R_o0@<;^-phVM1=Ya`)l@-GT31Ge)r;$&g$|kPXO}S))lQGc9CkGqdF~xx6klV
zv<8PI)h!o<G<-UqIbu>XB8y%E>W!-)O8@!W%v&<N&4kT+tuQ)AFq=Jqul?y3687W5
zMkky3ircb8$opA~zTZVR7_9`j4;J#f8!xSZa0z2X5|4R+Qr@e0l6|H`3Z!VNK*pt&
zH(o(JH?BB5zy9Ek`;;krs+-)%4jIi4LUUMcve~rOEr?yhi;o)L(;M>HI>hi{?Zt8n
z1{jT%Kh0}kT$K`h1()N=Y~z#FA<tERLcP-9^Y4$?*FPs&gol!wL-w-_>wv~_GM1K!
z8sW={%|iW|Dld3Qyqp~(wEFq(Q0t=hcxkk3;yJ8aY#rRE(3Hrtk)pLs(=6hzEAV>2
z!zBO3bn<nH;rSD=tJU1koiHa#Z9+OkJWU`=OSM$0dm5X@v&^SjO(?fX6Lt)~7Dc0U
z*0MU+@)8R3EkcP^FHDtn)o$|Q4{fP$QEVE4Za?Py7sl`X!s)RKeG>}gwpE};F5~~)
zt-IZ|zDqsu8}Zve<I3ulRg^~Burt~siwgXMRyXL%+*8x)3=h^*nzGj$ulKPQpt!@(
z{hr~|JBfgRa*m|PUsc?@M(kFPumYKUh|CVneXwwZmSn!@yLKlKvbwl6uuaQ76Xelm
z>wppMyj?{!m*Ao%@M}y9%M%DwJ+bwGAZ=(1!^;j2L!xJ)A5{hdTy{bA=QKbEP+l>p
z!i@VCzMFGS42EN7I$Iyp=s(`BMF*Y96ZX%r{jrb!Aa10=BcT?OAUTEpYB{j(-3YcW
zmPf*=U~9eo_nWT$h3Yu9R@Elrl66{+z2*oCnt1XNavD52GQvh@Wxcq4!J^OhURRmZ
zGiSQ4ZVh4DfU0wj+1*AQJB}(xO{v}qa`QmewQ;kvO6BqCcST35%TXI0x!_OBy;{15
zr3%Wm&%KB3OYWB*!;q1SAC=C<6W}=J309}kJdG3h5C2w&F54@;fG+bVUv)<IL8XT7
zwz##X-@c9_dA2S7l-CsX)(sdZUAIv)Xv6IqhpS5!Db8t@nb9sxljyiH95-j<oAfw8
z>^hc8wHYGPRp!=4ImTTdzE@%Yo-r?ps7yk;*PTg04m^*uP0iSCKhju6V{M*gtsE@p
zn`j@q;-@+<QHqbQJWR!>N8Tg}YzgE?pVVkrUUH*(aLO9$Y71j!O<-u7qc?Rin_Vvy
zbFoOcATy*)51TQYbhIDg_)P9<h3+%g5XEs<Xe3O*>+2C#w||nLu-cZp)ZIYpe@<|K
z{zR{`v4+cS)Y{!>D1q?0CP^?#$MDzLuuL{&{0b^rrvGN0vfJ8ET>u{&mnznmmTGBq
zW@=7l$eekZ)q(mt<wZ-%I@A_;lc+@jR?Uu)80J*3WFGC#j>!a{od!CCr>x#i7G=&y
zlYWz7QWjKWuQ1I<9^EyqrQWtWDsvA}@8X6Nf02xVRyHf$4h3z+`IQ~dS*_&q7Anrl
ziPc9J)i~`2$hPn1IZXt!;{j0UrL4C)yOzpH851P6JLTWrNv=`Y;s*>h2as*!&Yj|*
z9G4zbNd!dYCS-((`Gh0(Dbn1&FS&$8$NW~MWE|-jk&MT_2`!XCO3eXwx^;s71SU!{
z3j;|(w~F3`OpN5G{(HZyU+Fn==}4J>z(-z?Gj#A<Qb$2fOKI)Y#$PZ``5|1T-{2xh
za4SQ;_P=yadF@vz0Ky!%TMhmjWA7B5Sr9Gi#!1Jvla6iMb~;Wc9ox3~$F{AG-LY-k
zcK+z*oPEc>=bXFG7<)afhc)J?s+UzY=Qrz<+y!RQr=4I+0XAk&f7Id|Z1T)$?XxmJ
z3%(Og12*p#BmsW=WS$>aE4hR?7PofpH*X<=z}xyK^XaGbeKBJ}@CG3BRFuk!h#Ltm
z!oE39Y^XhXcp)hM<9-^_a3`07+pzG(44W1l?P?sG#GhMb-M=sUYYD^b0OA^Y4_#L0
zeRA<W%%^w-f%wj-hM_3?;!bL-&eo#OPFHV)OmKd})cOl&bcbcQ`21G20TF48=}8qp
zOs6RtBV~q6sU3~z?(AUPKe#FH;OHA8(9oSx>?j~tz2P4Qnmt&pomXrZX6=ebkTkiV
zQ9wW+#!)j0`*>!Rg!S9XX_EsTV}^b8zr7o7@5ms(X>(SGu7O+Ba1F@CQGM?f>$=dc
z2E~ROzd>C172@!BN~H9%Y)){mJNlg%j1%>C$|ZM9%04dr?`mllV@i@Sp%)CNds*~7
z)dIjU!7Q_42dT+|cg{8Tl?8S2C;D&cd(sHY(Q2E>IViO>p7n!W)qWKnlx4aMwgI>r
z%|XoYiq(){yY_^_KR<&Q%SDSuusu|T2|_6Q>DX<;w{>dADokkCz`6(7!${r(4^Ydf
z@9C%ha88<7+jjJ3T&5`6rdv7%v*2Z%D#LK0Lxr*e9d(`#n*D6p4z*maAL!=)G)8UU
zIv&tU{RYrpJZjf_tVi&=QJ{ifCL7jZ6a40EZRK!d+Z(s;sI(iL4a>=HGjyD}xRH*N
zqBLCO+*hx-T8D)rAcgC~;Kcq-jTgRRkyp7Xq|uQ-^5^a-Gt8KC`@(4tbS2I0p4l9g
zO!<><Vd$=k-aJX>_Qx8llqVFsD@>nnmlOfN=bA`SlsuVN=8!Z;!=}OtpH3{FN8)&*
z@R`%EC2MMSG=H_DgRF~D%=$FWXQXAHJSts5X=r4uInXo47HK#f&<KcC-2woco*2C*
zs=jL@{aL=@meKU@_+sPd`G3_Rzl*PezzA~wK!(dUfSsX51;m<g7q9+Q{#LvwG+D~B
zFOz|Dn%AMxBKnw3kAY{dUrOXOY00PWo^D-jb|pvbG9u!KY+}04n)1x>FB%Y-6HYV&
zs;$`24A9=u%-%+veb2AAGt@M!Cm-ePr1sM3k>nd&$H#0qG}C!;RVtFkFvw!)Gw+jo
zlWj}48Ptwi8W$eS#>v=GrU)Nax*8^bBqgl5yQ?2B7-o*Zq$7yA75|&|3v$ZWj>}L_
z5?!xU;Yt};bm7vDDP-2g=&L7=Rl3zW>{r*vzu!s28`kBb_)VNZ6;=q91!F`bOHe^4
z@9C{{Lv?2H_VcpwV@~!Ui9bn3dayG0Xgn`OY(<}x?Pt7Unpjevn67XHU$sgMd<8kX
zKNu|m?&0LY!bn_AEn*2(1U4#0!k-#!7QhS$854CYbBs1RN&cX*RNuZe^{LMOyOsVw
ztcoC10u?$soOw-Lw%L`kwzhbKNe3$aeTm?5Xi0m>x6pBif+S&{=N$2dz*-B;oAWGI
zU91{&7+K0c&+jeiuR6EXojs%+Uv|Yz<SFjd7fzuc`n2av+R=2-wv(l`VrhQqR+Jn3
zh#MdBQ&23As_G>gEjwp)2$p}<N^;c2Eu$znbx!t!$yXzb+!uN&7UR@7`+~lY9x?MV
z2DX3jYID!rVl4`|H!>E56z-I^w8%+pnFz8K3{w6~>71<zs*T{VYjU3G43!k7mh-0f
z&OyfT8W8%Zny9(pjR-(Y_X@c<lea0Yev)u!V`}l>j$Y{xC9_?W@uV%w-)meBj5HiO
zxZ6`N3L(EuX2$XxoKRU$ta)U-(WhBy%2!{l3Z_*Mc6zBEAN?B9)E{!jy)>OVOk<3C
zC@ob~XxSaM^D}DKdwR3R<lc$<m;8_lnY1;^PV4HNtOKSV-6g^tP!+p0AvnRDUjG(x
zT=p6WKiwTUQgaEW;Dza0jjyL{(g4r0M5npq(m-xOZ8NUAxwU8=@>PWH2Xi5fBRi<V
z81a4YtA4^#lrLRE;=g{>--`NhJeo;m1z?O0$P6mOz13PjqfSrH((Jn)NFN-Wb`B{G
zVBjO+MuisW@_AuWhz}Vq6JT<Vz=~ee!EAciSfzU5;@gUm8tSGSvLbR79bE0$lyDMp
z2zxl6T}l&K*X1TKGIb6R7<tD6eb*^#wJs=9T6n5M+1ZsT%Oti?NNKA*yz1rzg%94t
zHgX{@QzbS}2)>O<?y$>_T(-Rqn9D=<6VYA~bt)qX4}mg`DUH8Z^$=RC^Lu_*1jw`P
zKqbJKiEv~FK9NbdG^wSY!|w*;&-%=;OI~n8pZaoz{cX#1MC0bj=x-xU99ciBv{(O(
zEPz=>vI_Gd-ypTt-YZgl&MJYAwj}i2SJ}e;`N}5q2}?zt&++y<-}TqcY+6*^sW#`P
zy$yD^iIz&)@7Dn36#i2gBtjocKO=jSY`7(Lwn+ADQF&t|>l$O0?bhm>NBYGWH$HCG
zmtvb&%h%PhtMzsb+wqY1YMqW{fsw5Bm(5|qR(?tuL`jccv^odZFrQ0)%9i9(Cp08P
zJI{j=`P+c5XTP@+<7v#f$8$F`M_#YWaNff18~*Wsx}6T#h$I929zHh!hOnD8v!Gjy
z;0Zimj6DN}zJ|BI{XC8M9G}3tZ9ts!DKM^f13SwUqvivqt(GqAdGB$Tw+H`|mNV2)
zBP<qA^5k+l%pQ23|BgfOrBepdrt`Yx2QZ&JmQ){hRLc~^vsCHP3CD6inaLOZ{(PWV
ze8Kb!a0AU53bA4sA={%P)psp-^?6DB2#0~7<JV#SP8pm5AWjNsYxG36^uox;e@SgK
zhH>%d-vWKwjP!E(pMekwc>W{efAi(j%-{M1$K4FY<Fe$sh%S%JJ}e$+DQ0J7g1K5J
zPK%d^KQqRcWYyT<@5m)9!JL*y5sYMR0=4EXPy1KtD_ny^==Epygy<^*l`&Pn_syF&
z&QU*nVQCzglXM|eQotNYhDgT@e1-%xDB20~!lRG{)Me?lu@Wm}u@4nwZj~71i|P#W
zf_%aH?%$vXTl|{+86ZsOb!ZCzOf86wtH>sLV_L!G5J=cbT1Wn-e(O{ozmjBks<$KW
zg1(<b;=?D?MEQazmhN-k2lj+@q_5u@busg1oHA62>!ch}Rt{IugWU8*ZVnDF8+#XH
zaTOhUQhxd9Iue0e=nzuuG(OID_L*K=jhnh%fmsz(lauM$@}>or$ypvt34R97I)AsD
zwJCswKOeu{$9q&$VM>l@OR>UD{(4ie+0OFa5caXJp*rYU-G6{xRy4&H)%RBb!%(f&
ztB2s5U&m&+eWY3}#(}UOc;h7Tk43T_2@9J>)E7`yg}wek=&#+&1w^mm9<rYJhNb7v
z$E)19^Yi!5JxZc!enVggGh9n>3)S^U>bGT%u_*KLztS79{&yUc%>RoS``fY5%LE$=
z1@g@$-^zf*|5riT{#!wr*qPb>)0x1^#=^q%|H-Ayw=TSXxT~o*U-1~LA0eZ{pa;W>
z_bCM!rlG=<{0T%31rer=5D7s?E`W!PjV6UbcTd((wm@GiX<E<cR<7kNBW{i?3+HOy
zM2soBoS7-W0u^`M>UrX(R3qKAf9vwye(t`;czx!p>3UwXs`ep{2sg5Tq*mi{ka3+l
z;0FkXCVdFieXfabWdxQ(M-<VKdh}I6{yp~1;&{|1HTglKKG}U2s?}qi&JkF)=bH4@
z`rB0R#Qc*0FG7P+#M>MkwcwMMJCO?1MyWQmEvm+kQ}9bOoQM)P!SC=L$P@XamK?VQ
z<hHNPWts8hhL<}Ss7`gA&FiGBXZUnTp?oSdAbYepnceoxNvRrP%fb|T30ITTwo~kF
zgMK%gyA^}(((_Jdaj?W;6{KVwbtp?|k+MKaIZ~lBtELyfC`z6gQlvon#_1cmEURBI
zUy-w%K)Kk)A<O6`y*B1CMq)z)2t}utyA=!nnPAXbbW~^cktC|I!e_cQT!TSjnQk4j
z{`pXxR2Izy7%elg6^%f21{G{UNG6j#HD04kxE=tq_x6M>&BMUXsed)bU!VHDC&Cux
ztN4{;ePk?2gBLqfCv&Wva;p#leXRbOI3o}gy;;E76ooAKPd*Y5kXA8G=6O^XyL*ej
zNUD*Q7(b#gA`oA|dE9YB-5_3nv!Acf7PxwfXy#}@U>xGTKymHt@M^tjQ~U2|W4w2r
zfKss|_yIc<3#gD8-r0U<_86NMj*d}!#y;RiunV`?HOVP%h74piKYS`s+TuZH=7Tlb
zI<aalY!1)}?Sr4V7k`It>MaFKvqUE-+z=Z+(T;xWPkGi6U;&gLwiodqR1nitrQ>7>
zT;7daT2+9nR#E_nG?|;dCr%m?_6n3k$lxRn4EXpM-BxBuf}js|*_gb9zUcgVx_vy&
zOdswZ<({9U&bKD#n`AAI6{trE5_!le28IWR#3bAF+Dm8}#I#f@;<fRqY}ne-p<{j-
zL@>@;4JdGN2(0IkE4J4Lxhc82_;n=ZzapId`c1A0l~KmjvNrQ^870S*6g_Y~r|i)=
ztYcY*^Ku_k4Ts}H0X^pvaqXdfU#a{(7knwjXKY8P&$0NBo_d$9xcFZY56*yO6<Z|}
z|5<CoDRI)n63zZ>e5Sc9bC<_9s5Uf8E5(lA3UPfA^7VR=vhXst1uOkf#rE~aZNE;v
z3jsvn(qdAL604y}@7W|SY(+`8*pBNAt!w!kPBVFI3n#P)lc3_F|NgS^n<}$y;yr~@
zLi50jD8aY)t#DG$prh$s(B|O8K%o9uKqm-F!d4JMgUcvd0h5L}See_EXKC9P>Lw?&
zr7oPM(j^k>)dXuNDcxVqGIg2`9ibCpr(BqY)e2&IFzPo!=;Ixxs$w<oYN57LbQg6Z
zorD1zi*_q*nt+Oyiw01ru*l$5MB9F|=u#q@LUsSf$Ms0@_4({9f;gkOQW5$dlWz)I
zq><Ps;O{u%1G`ZV#4(_kimq?5rEg?o5PiuI2ls5>CklgQRgc}daS>~8ao3qP!Z(~<
z>wl;)KiHQeb>-L34Uy_6Tr8QOb=32bW0u<cWH0|>E}UKSa>2{`$R$)@Gg2%vcBvC6
zqo!Faf``QO7>RM=o1BxdbN`TIUPLgmT&dlf8$yNB9JneiFVjP#vbjmlxkN^j6dE-*
z;N;&t**lKhwWmg^X9%9v5tSHPy}eJrdHES#x<XZjN~j*eE(8d1`MKztpqCd~>7Y<o
z)XuZ1?S{^-i(}OYDqxqU<7|RG`Z@4`72i_or!jaSWDy}bu@x5uP8M6@8B40GyqZB*
zTp-8wRyJIqJcw>ENN$D2#-&g<#?$L~K2}(!r{4(ltT=X|_14Op(8Pof8~5I7uxHX;
zwysIry{7>7$=BEKLKX|xa($xC<?3HEk8!BsMf`)ZX#GWEJ2mcAYwZ{^>!3o<sGi=E
zKV^hZ=5yMX^MF`wLi45E>~mE2<^c6F5rPIVw65P#Ahg5zn_+4X1Bg!>m&63m!0k;h
z!+O)?;-XcZX$@11QOQ>3F^iO^yO8s`XF|&QQ(6%J;4Gkco(X3GMLHBI4N7}ejFU55
z&a@72fp?rDq@*;VIj*vI)UJf~`PH%zNqxM!9q+}v@h|mYavbvktBUi_MR^~-;vw#p
zuGc9qCNw(0I_wXiFW+47msa=eDkBZccLlURLf~3BH~xgPaj%z9(YJ}S9{g8!FpKfK
zcVMqF5>P)r4WQy!KyrwuLa9J`qyBFzd8%#1dQ)m^&VFXgB7VMsF-WPu?KqSrLO^cX
zIQcs6U?1lS>tga~4ada0hVN7(qJB|=@7|Q`Gu)m@U(ul#P9ZpvR~n+TcneD3x*v}Y
zg)V;$Eq%k95H^JgZXm8Le0Xcmo_?-*)9T|dgL7eRuSAc9s7t?nqsj^r>kXoC%U+`z
zq&3Z<=LOoJPx8Im+EI(jEOpS}@IP5jC|94K7<f%qXR~Kc@tp+~@^l5P@u}-$I2B+L
z>Dv|?k$@*J(n8}klT_YSLn2vz&O3HeRpmrQZQk;7C2ihfiaNA{dN&*O9S5z1s37r0
z`K~yul^^jPN=0K?V-fhbj=?nKjZdu?n1}qla1k2ey6WWN?mmCTNGC6gq}8_RbSxqi
zGNRcQWoXeYQq+_))<94pynj8!DgVOxrLu{PsKHuap4bFh|JMid&q#M5h4hkfjQREi
zDcO+bz$qEGPf>D>Q~S7P@Fk#s_pp!<5orJZ&ma6CzQP0U-Zh@JbF$<IB9Mp6u07vO
z7s~&i#A{{O%Am2bEgM<*!R$~ZkcSZ3PBp~C!^5X(*VYDEd@P2l5!s~0AJwD)aT}~m
z4KS&Fj3!LJZ(mi$QSq^1VTj1N^C&`yyN_pklCF`dP2rZLN1$+b7=A7`%~Zg;REHH(
z&rF6+O(-_2)g(@?NhhIyEvn%&17}&OCJ33SJbBP#4oGG}YiZBmRwZ6DHcM~`G}<eO
zDFgM^Y!l-$1;HK2t!!Vz?F_H3hs(PbBZDFvizY7C16>f-;08eYSuv?G0Qops%hM^|
zYKCzRgrib)M>zIa#?E`~tANZ>w}(8*vne{{4tR{(<qSC<RmkR*8Ixh&-{j*v(CpQo
z7uwx80h;9xiF(*NC3cfx*40zF11UGY>u`2Qpg5zOZsl~u)*Sar<-uS!7|U7uq06~b
zBGmKn58~yc6uyGAlSKZh4HTaYRZ>3(v?kOw`iC?uI`jSs)iov9icIt7C#x5o0B-b!
z2IOs7VGqF@w%0~+DZ9M9PgK2{Nod<riAUO`pjvg}X;F1;H=4Pl8Ln!w;?|6j!cWfP
zvTJ2%7kc$bUj~pG?0a4)Kq<ew_gdkCX7nu|@;(6KsDJ?deiX}TP0?2fT4LqocPVs}
z&e~KPhNfyH2f^#T4eo@XY!qC;xo?yPVw&kCiTR1Yg$Jmiwxq}mA8K9?IJ17qF7tz6
z=-r~3xqm~L<zgxdk#y4?CXLdY3Zn}nLaL^6n>XZO<us``0fO6Op5r6Ij-Z%F4W3#?
znXX3?#i%3|xJ8J0VWB>N8NNgek@i|8{^S@eZ&`ciwlOT!#bL-@|K^1(pbaEFZCZ%A
zR6U8bmIbN*8Po@4Qh`yk2gS+tHfvE6d8jk_=hFM3UQ$_=B#@Vbz}kF!7DhM`&i@ni
zsGrRVWUVP|Nec2#f=0==0KTNMU`9xI9S&q(0JRe;e&^9X?`rtvIuGO;^pWsh@(~F}
zGGGb!y&GLgp?5p{g$Z^938Y8J%Yfv=3HC%xbrH!Qz*MWF9Q&a+;svN!WID{BL^(4$
z%j@yyf$N2?m=(-dy!xI4600JMJKyEM{rNo$D!^@L?+e*Kr`gCsZ`gq>!aV&u@S~O+
zC;#6<4cUY<P%YU`w6QaWkD`qq0rEjeq~;EwGcDSUj=gMFNW!Afa^v5l<v|TRiZ=xE
z_PRqN)PKq#KCQ{%()GxzuWYB%XsP||FfW>m0n+})CCSd4ojYEDJT?q=PLePOH*a*L
zRAL-++LS%iG;e%IjY*XZ%&jU_9<$Ht$X?Jn4e^8-4=W#Wp~evV;KVR*Q`^Z1u!rl@
z56%s_4*aqr_J7z9cN24me(#z6bF(4i!G-|IgPd&vMkwx%$P`po%(-WFFnjc4hc?&`
zw5nm>ASY)2F}$Z&$Qu{jf@V*Uv=gBf?v{%8(;tJg2Sh-`{ii>0g$Sh2jydj`+a7(_
zE1+p)eWEul6igJEFwnVC7+X}<FSsW}P!i~`a)`o)+6uk93IqXGzH{kO-*|a~y%31D
z0WAGlLLYvpgOlMKj1CEm3Y-^aM<sPTqr6DCkS~0qoInov12z>5jF1+XHaMK|#-Q3|
z2}P{1Wq$C(za)Emg4~R6&)o}E0-Ca6vL0JhBGwX3VbS-yJy1I*;u-DzECt%7Hm1Fi
zZhbnlaR+^(yfnty6}cNApYEI;%xs0VMzGK37j!nlj3=%iBql%|Lq5s(hApDa{YpK=
z1g!~`KTQdDJ9MXo@huA8Mef5r@tu5v2$fpq>0Fv#IbM2A##&aMkyL_!8L#b9egLU0
ziI(!~xnJx6o=T#^cl8CmHiT!Em*$ep;ROO`0Fc}Kfn%*B^v?p>CPI5LnZT4cf-zos
z7_x-lhCs`t4Om6z<OanR$btj$*qZn9Q4>y}*{(ONK(Q*qJ;{+^ASDl9%fwzwo|(|i
zmUPn3mx2AG?WP!K=6jt>^v7X-7L7&#hmHr=OV*Ak742AIG+#>2VE4m_@#K2AFVCRY
z9O$*G339d(jP~=8_N`|Fexv`KJHK9wQlRz^-#fD+W|3YrbowQyT6(h2C4JeH{koJh
zw*|=_h{i!}OGYL3C!ykXS>fkFHu+kR+E#=|&w_Ue8mBIrHMw1Z#VC@XEq~zekz6{~
z)w>+}ju>ReOn#_k-i3cI_=iLd!2SA@pLz6vW0EtHgIJfmLDG$W#(jnj$qy~x8A(+Z
zcl#Pl(Nv~7qVdHZrG{pNPY0b(5AgGwhM$#XzB8b1l}mwaDPG+o>0L?t31u6H0p2^s
zY(9i@6#2Q=RGPVgH+l!V0?C&!Ux6&~`r~drWc@35;ebO%GkBn@%u=TKditJ#AGpoi
z3@6~2dSH33*r=<;Sn(zY2>&S^4SinQBR^_MGqnkE0Vx5`L|_%nKj<ZTLD|!l`;v3`
z!4_1|B+511nJZDiH;cWTjBZaa@!j$N!;Rz!MQM|5u((%H>c<A<pD2(&6MVLk8zxVB
z7Z-xvs@cq~L&}YnM15hGpG;6T2z`7x4hQjAX?85VyypQCt&E)D9)V$lGlO^1Svnyp
zG%k$`?3;nU{zuG>cvPy}k|d8m+ErzPyc+{xLwev~W*)=8z&>5V@r(#+OX8&}kv|#Q
zMSNB}HDyb0rN)DDhd*diXa8&j&2O;wmUcsKuL!{<|67n;BrYu9vBM+AbN-jJ;s3D;
zd29zR4{h0sZ%<^8Q74wP4&vK)Sk<a-i=|gA7r@7n5L#Yrgden6&L+xkp2HJMK};yt
znlKLf46X?_F5aeR?uRvYSzuDI!O*U&g^1(Beezc~7%zaukedl14IILMv{%lM1H9qN
zlKA*bLXT%r<yt$+g%_kMB-YtKka^bVVi`Qj<}1|^p}KM34dmSVVD&XVt@h+s|6)=;
zQE6K%FHQ0)o6z%|P*$?Qnrz<rTjO_v$n#QhLA{I6*b=O#yZ5%icfd<FTihpnqP&-D
z$MI&G+z|Q69NQd%s0(k0_sfyi_lRN#b4OT5-~N4j<<oP=HHCmdP1E(p>0{ZOk7cW3
zxp`62OJe9>;?xhx;RQPZ&b5<tn+NXu_4_k#!R1Y=?@tn&7W3Q1hMK<jqlHKoI@2*6
zp0ki=<kc_fIiRb=q*o_Mmj|E9@eVfAZM!3PYgWe+cpij6rtM;pXH#Dve~#Y*BsPR|
zsbDd`{FYQdq25u9jXWFl+Xml-Jwj!Y^5b^D5PKj_pxz@TDyh{-DZz25o-yZ8iRW=<
zuneFDL|$X0jK8GgHDO<=;A~82E2$MSrKrbZX5!6u32#txL%iYW=}MtdJ_jT?vtrP0
z%+}3BN0v2kKrez*9P^;#XaEBDI5!AmouK~vxvO^hgEqNDP}?Ys`I|&>0wBB9DOpoK
zxgPLoh#SAp!8f+SbdYwOxcWj(jT!6-*48X{C%oYV>wO(i*6>YQMx9zAR-lEJ%}>ql
zLA<uiwwlM9>@(?Ivxlo3a=8CY@2lV~HcvlqkmjMySg&4c7X)Avqe#_x$jqFz6f+`6
zF`eVLVaiR+A9xUgdP>fGaOM??)~1r$mm*LCPTw<P1hwtg1nw(hhHbLy>eq)5@hmV0
z(gIjZVl*#2{t`AX$6gDZx4{2>*+~xz5HUOwy!8T0oB|fqc4JP#hgj!O94tna$#vm1
z;Ed-0R17|F<Ms1D5j$fp(~?`=j?*;Zcz<ik#3RlA+)1^lN^RwxEnf4!=lR{E1Md3*
zKbL4<b7v2&<0);BpJ`o8+r&G&#opXy!vM^Ta!pn8Xv_>$UKS-(C-Li!;dq-ntPvFD
zfV!3t{D43bNVQ??qo_z;b)675d*yoGZJhLA7+Jm=M(z$6wr(Qw5FB}%q&Lz>+;+2$
zcl8qqHS_S{ANvw>!tbcAD{cO3!qS7~VV&89`%E+bK)ApN!GEO0xpXX+t0?N)iR4m2
zOt$Ls%g=tsa@i)#Y0ZV~V(v1)!-DP$4!B}&+|gvSj5uZ1kI_D+X=c-eW&QU<(seyH
zFUSVVt|>-xWmu;k0=SBL|MP^_M?5zd#IN4jv_6cR$SRh%pt5egOGe=Fx%mV0uBUTQ
zcXY<DVE0U6qkdW?{T+W0F56YmIeb{DIo&aNGtNXoDbzcIrBT+VW2a?7@)h3&sFafF
za^26i!H)XOcxAakpl8!@J$)IwZy{5Jfc3nK^4rY>ufj)>mPq8P2keZcW!&TX*QLZ5
z=pBs{?Yfc9IoqsKb3D%n6~)1M7aKm%RY{NHA-Z4*cxh8@eeR8B5+*df7Um%WnClrL
z1W9r;53FnIj^Q?d`>=pONFXA`5?yKB_OA&B-cjF+r}R4<AC7*Uq8w^@iup#W9C~UW
zu1pa$uFb6P<3CxXkdR$oT!Qj=TYy@Pvo(@f&nzoL6BC3Rdvyjqah&GP23<Z@)k>`8
zd<A@@A4W)JIZfKEmM>0Cc-jR|_ACxf+zaDXH=A$C;?ch~ucW5_ma{m@%{M?=F0g1V
zW1W46wc-G47-2HukvGPRYQ}ZkwjE*a$se7eErsE==R;V0BJtrpI|#`AYn?1SpNw{7
z<U;0dM_}&4DIfQ&M6<4>%N}PZz{ClMcVVF1gX%&glKF#6Ck0_Jp-^Cen-^;HTy)(O
zwhJe%1~Gq(Dh5n>M-k{UQ|<?$2#w?_I|E6A)j+Qmy{r4Q3e&-HWVl+`6B&o1I^8_!
zQ3FlAa}{z!$tJzxy*8Tjy-8I)snxOa8P2(Q7;gV$(s|Me@g9EKdNy;ksE+%|4S0Oq
z&%-d!dq+7$B7LWfMDYlkDHV>$h`xJ^kL9^zTFdvA;XQDplAkJ!skVbb#MklR%^FuA
zdR>|!jP=o<8JEEG>ii(w-RX3F)v@6nu4(3~CHN#--NOnBTel;qz9xvbBjgzH%!|=j
z=R5g%q8Idn`O;B_%O~jXrMv<%DBzZ;*hX+`x<)z$ai8P{(v8;ZCj2#ers|sIu|z0?
zxgrykEPcdT6U$Y3oknZpt6gI|^r~+<mAVYdm6`#j@5X8FD41&z9rnuh05PHzS1&h`
zOi$NO08K$!BUA%K-wnEfqkDarAhPBL%IvTl)Ms^JzA)-=nCbuxi~e5v7Q}$*Om)6m
z3yL7-nigl{*u5d3+}dzxXqlIzKC_JzHCqpN*S%h`0U8(&AQ|SvB+k$6CG1MAAGNdg
z1p_qJEmH0T%<lxIF1%)VNy^Xt!U$U;Qp$OyG(OQh6qWsk&G2gPz&FWGUQiGB8G5iT
z-;xN>QSFL&k<Hd`C9AL1RJDE9m&TCa-Z5@g2ifF!g;kT^s8l@=&E8SB&W}*|4GCuq
zIFQWU(sdd=@4Y@K?&}a?&-vpx;P2P|^sMF%3RdrX65j3KAE7+|z86{`zxVG5Ya4V~
zco(1<;=^Z;9r@s02y(9V3*zt<d(jlDnJPny&<_d)`;_4+a&@CzkeBo_o}lMx{Jv(!
zV`Y=TB$aq_@KHJCvhtYvye7D_J(kKd(}Ng@5`9YVB)gzC@SGl2NEBF`39V)>tIZi*
z%-M%FLEkzoP0NgAB~UdlQ#6P|y^XeN_sZ{VZdx;Vat(6?Qa#+X$#($+GY<Ujni1RV
z=^tir^Z_`V+t>V~dd8p25hi?!SYe$e{lJK3#JV)cel|e<!rUL4a@h>MQ|yO!+T{$p
zPj+D}WL7pw8%LkGMM~SZN!!OCz%q`Vu`lQ_L>#Vm3-qHLz#A3}aDRK@{O9|8LSx7J
z4AOz35Bg=5hqD5~wz^`PO5fD4eAB~qt;5qZ$V9rO`iXIaH_-$4W!y0b*_Z6%n{}=C
zuKRrPg{WJbP1LMsO?P!~+`E10t{L0|@dTE;!gaDTb5ZA>DtNu#?o=yzvknK@6ZDZA
zTzUA8{Jw5SxcC;(Qw7pf3He26oij83&o9+~*&F2Z4)^8R=}7t6_9p(%Ko98GmRXLy
zAH-)i%oY#P<M++VAlI+7?ur6q&QOX#+B>$JBHg0xm<QaOO`IKm&Ok~6F&%(E<!1Ox
z*N*ht?%OQlee-tVyM7Y%*P>!Uc2~GxtgFhdLD)mnj*U2#L69qa<6pwd1!7<DH4k*(
zXb&Mm`E`HxUPQwzzO_ywUz+#LUQFLq=p3*s2-g+&-Wn{Eu8#Rc$21MN^~Y?s5EsL0
z%EyqY2|IvKllRD0?#gv6Z~QYkQ!4PRMPw>)>SC;rcnE*N>laI4o#KkCWi_tni#k;c
zEXy5B9^v6q`Za5-pzrhop@`Qcdi7=CS4JJB+F5N*Q+c@E0_g?m6du+3AMI^nvdbTM
z<<Z;31omF<IiuHEXU_MQkH)`|!u#>Zb^n&heI-Z;bCwVIU|goW`ed1&_cMpdoQSM5
zG5DfY6+1s7oG99<AU*P&JaKAWr<^I%gxRXq2q>hlLCFM7=+~HmOdENJRbQ89amohB
zQY#xozhuVMZ-eFiwTL+S0o4;y;n%n&xG4JccC0_P+oJSJb5b1dDR|yu4F{6Nsg^>i
zv#m__!r2qlT>r07-WTc6P32JDsal)(VH7*X&1IxzjrwGjz``GKRm1G#3G)OtB#Gi+
zJ1D7YvbSv;_T$oa!^W>PziRn(_>yxPbVpeege;%&6U0+!2+9w!l_fsKX55Nyo!9lT
zgG$^l{;m-nx3J9u{#<FT^2h?}p4?Y<vGq!~N|fUr_S{BIQJ}K)2S208vg4Kk*|y>O
z4Fl&1M^M54Sh<ujyQ(p>BTIHF=SZ<=n>b&}L;o!kON^&6h)7qx;N~kx{;NLxyf4et
zf|z<X2sQ+;*F5EFZ4nHhPzJ?T)Al!-pj>Ty?f<D<DFCYXf^!1GsKoqkl+_gxX-ODw
zHVZQ0!u2OtMAK~ML*5YW;Iuw%p3eVp?{YzYM_~7uHknN%9X8vPH3sb|7<w}E@NFV9
z`Su|Gn)&?D09<mS_R%xp*Rhh%lUrbnTJT3gwH%2&b%A*?%J~~*M!DG>mv7;4cRKv$
zUraCi#?Fl@O@#aKJ2rVWgN6s9(wwO2MV6h`mm^lu5BQf*mItmed-)<T8^rHub%58I
z<9@Dl!cd;ccjdPgz8dIqFyOC@I}9L?{}U3KH|oPnQslwoUS==DnVm)29qE$_+L&!0
z;VZ$n)%DjlH1W7#<fD7WUcIYo9ipnv^9NUBQ+C3_y3jMp4*0l59gw|xMlx^90d^l>
z?3`5yZlvj?LuECl*^aXIg#*+WZ5uxi;Zl$~@!OKIFVym;-+7odfSuivHOltRXU9#Z
zz3tRI_v^N#|C;+rC)Ry<*RId;#OSA7Y6X(^b{O||D0Pr|=Q}DwO0J|f=NV&mp2{bO
zoHthU7LY;C7s+_%y8ps%K)VO-Jo+Qo!iOl-6?NuQ=8&f9(Yfl<JBdJa_Pq<oPw~iG
z(zS*KsIyXOm(~L%h&1*#!Cy0bMDj?vBY*$<P}~X70KsLEqZFDRmc*K8hu{*zz^Nf$
zz)(Y<MDmq_dVnOS8pS$YhLkR7C@9sJ0`1%1%zdfq;JW7fe6}*ZqTpJ|ZE#clFKNXx
zY{TmOXeVeQbwKM}O7&N+>82jZz0U99cS0{S`k0;T%Y#~`T;efrIkMMG-qjeFE*xjX
zc`EK072zn-bo0Os=w~zTt3f*4f$g1uPc)(7S#2nDXOR1Mh==w_nzXI67%rzh9lrZu
zUBq@l(6vbs!N0R^*?AVIet=S4X!633XXczXuHoO&%yPx=)!zs6Ysj<0)&T7dn|FGm
z??0@c70N4r2Awjb5`}?C1|LS}ut$`ih_@F?Li60?ozfZ7LHLbH5*-pGBLVED2QE_*
z&394?DJ`~@5p}MVp5B}`=B@ddKc|N}snl3Om1=>|(ou()9?cgkk2TIRtb=$H!2o;#
z#z4I!tt2CwKi;}|<>d!g%)`8EE5Zz73l<!Cqv)H1bHqp#_#St(Gmh`Dt5gFJZQlmG
zgD>BXwIO!X_nmv_ZhB~zCnXmk+NgMpBdPLMzkW%XV@!997ls`re>^W(`uA7r{N>V7
zbXTm+Qe3~(wEy-ZRIN{B*OSd~ytq94tNa;b_wUgmLQ!mQ0c}F0F5}L}Ny;g`*gKsa
z=8N&;h$8xx+H>Oln!@5(B*OH<3Gf`T*HU}JZjcm}*!LfQD!3aHNM0;cCb3@Ef8D4g
z6IX)AG75s-e9fjsHhO$}r+>Gvz53xFg$acow#X%LkbRjXZT{>gs!)zPmHlLhoTl(2
zqCpzq%Poo12>kox<@qbXp5(gN>hMRSd?uup1=b`K#o8xE;Pz#~!bxIWzC%lUiAeW`
z_|Nwb`1hy+@Hh-NWjp`<#6`U$zx8b*JvjJ)4gR&qlGmVf2zp2cz|D6efwz0(3Gea-
z|3g|koVRM?R&RdCPt*k72BE8hzC?Zv;GBAnvqt|i-Z6)D)^T*Ho%0%>LTO<A??)z4
zTi9%}Hp`z~>7CJWi!@Jo7CodBFpC8oH}9Bsq~}x2wa7;qB?V=_k)@`%^7`{>c!*GN
z?q2M5s0_1Jn%DKf+*r_=I$t2!O#o^hL_y*-=uET1lYN)4=tF-T|B$evzwTZnXHU2%
zrtwG^{Lpr_fEa&)ZGe7VF7D<s$oUCJ4R{-48DqiV+Hv03WgJP*(2An5qTIm8EPQ%x
zyu_WG?^Va(vu{(}Z~DAgBc<v}%CQ5{C-?35S#_{g=IQsf5AuUy);uCVB%WA4<sWfq
z9eLK(2n)&rrE6sdMgVUav_sxra6Efx_5{UO)<;!Lr5wjN2^x}{9nqWZJW$=IZ-FhN
z|IxNE5#Ems-GKXgP`)GBHUF-Aa_1ojZJI+XhWg|2e4++H#D*<=0nt`X(Hq(aX0>9M
zp$vjTomZ(f=sF~#`I+Q<)Aik#5Dj;#u;E4ej8t~uS-R#QjBWeJWE*4NQQBgDoMf7q
zM-JJ|Y#~m{nbjZ8j$qOXc|mAW_FxVQ#A`pqxItUcX0rW{AQt*+#ZDUS{m`$L`#$7a
zb77y+c75qKo<rW6?G3Q5e0RG^H+=dwX*aM!-k^7{P_7tuIexf>*>l3Ub=mj#=}~Uz
z1b1k+Rt9_hwbz7wrr51PzH;1UK)X`eRY0{ZwjU4S4c)v@UR9xpfuI1J4|wf$+~F{!
ztpj&QbO#U5Csbh^gOUJ43pnldHsrR)tHW3U<%1qDB=HGZmi6OaD0gac+Y0&XE=@VT
z_fv1n8*bOCHi*>?G>i7Qzs*RWavI}4#bDEAmVK0Z)0DF>ogI2=BJ|JnMChWX%Vk5|
ze9WNUoE?ZRqnoeR=br3n&&iMSd)xA7uYa3xuC*)GTOC?YShgu8+axycAs2QW01S%H
z$$5Up3W282L(f4SqSUzI2(3b|KL<Yr_?)!1KAvAZi?*^?8LzLr$iLFOisaqCOVS+@
zm`5L{4Aet6*p=`mYFP&f_IPmyb2bJ|KGk)6a-WaAJj9*a&)bc<cZ_-^uc_5%tHzg>
zqdic+nzZk?;oU=vixB0daS{^PxPJatlCf5hSrDfN_M-pf4S_0RliljW7=%1c@7jNR
zP>?#IeB?F(Dt^S-@BMkdz21k;!FHDsaFsbb229^kK0FLQ-~B9l4FAS7q@*s8@h}L`
zDmymnBP#|I$cN8l$|U7P!~^j~u|!SMF`A^b&>ms<u^)v+)ZhoHn15i+4=OLp*eo=S
z6$Bg1F&19Qui!kIMQ&3U%ksk|qVlOcx2kC_w<ZltIUpPCc}7R3&b=D;%R@8-#P@3K
za8q|NsZNhwr*2aUvi4~DPJ7$=YIjo#vJ3tcq!uI*q%oM*yrb@MR7(CsuC64m9zUxb
zC|Ep#eNbzz(U};7?-zoiu7ziwQ1n$MQ9)8`lTtROw9GMnlMrcT2|lTUHKl*KDxDxE
zA#VRzz3A)bMyAI6)3EA9-{!!6=jm!u?e~Ek3tu;>-`jSdc(a>)rrN%HxkH7sLbk)0
zrcoAEc97Hz*DkG=`QZ~SdxOk*w1CvaLvo{qlI5~MK6oY46DEV0CLH&lB3v@&?WcW<
z$h`<n1qPOby>Xi8nFH8<RV_TWc3>n;v`;ufbrrjjk2o9_gEeVeYlXC_WSFWB9`>T1
zOwiU0!3mTz6c4Dh5HvApICwz-RWHJcKU7)BzG$haU}!g@4<?Z9LHcBW<}JTPv^MN1
zO#jCv+$BO6Hc-@D(Ok2Px{<7rq)`AJu^Mg@RhvK?qn*2v#aY!{+}y)l%iO|TrHn<5
z5Et$4i?-*?uN)JiceAzFcGs?$Dhg`OkcR4FE3?c_<2fzsQ;YfIZTJth=wE2JXvIlF
zIjs-ivC@;|wNIlam&((*boPD2-@j-E$9_Q#21M@hY=7(n_^O0(Sh(hwS@m6CL*WT{
zs3_$Xq$SAprKL}^_V7quq^^78!cMb+k7rq@(%9-d1S^%YYD|854q86KEy4P)T3Zw7
znsb+Pie}EmSEahAQ3}~CK!nrHpI%BiwMLGPwONhH7U1njH0POGOa)bbo*LHzn-3m6
zK=pC6v!nUH3yFdPk=)!pfG@#MthcAybusv1(04cKq)<P|AN3fEbad(f4i!p6DYQ_T
z>Ns~$d#BW>#SX4JJyy3OyP14OB`DV%e}w#4K9D^~Sa6X&tMO!Hk???WAO&#6;LW$q
zsmdK5<^T5R36I}l+UUH~!c|YpHuRp{^^E$wqC4qaQE(bx5!ViFh+hqNk^>UWJ{hvD
z(zK*wjci999dVs>2r2B0u894j+oIkvxP^y2wP~4+`K!se(L$Q6M@p<oE+gXWx$0H=
z#c(GO;<F}1E18YsOcVCTgk(A~j$+VR2Ag=I9Ur)XkZbVCqTV$LA4;XlzeTbY<y*}{
z+hMyB!6#mifwZa<pC01k*hEJ1sf)%B7(=+Uth=wL>1TG<w&nb+uFcJf5(w3qI;D8V
zX63j^#f~Lu98HcM*&X6J#fAT_%*`4(78bi%J$=?wR(s?JtK_O1EwiTXWIDi2C@a#B
zdaCm5pX{$nhnq9b(?`$MBvuCX8hPuU))l&XIjO(t-#SjeO5IeO3!#YY_gr<&r<PsC
z#p>fbZBNJO``HBEJD8?90Y$=>c@zb`=W+3C->2QfOG+%qLaf-`j%i9oA3xt~pC_Bg
z;nT<KE=_Ep6ZX`pA}ACH29FBJf5lm{|F<|x4kmW)|Ku#$Sh<+~H_me5|H@fP6N3jc
zL4avXqtg`mBby-Gi$S44z;?=1a<ReM%&%PzM0j=yL)NQ{i4W9Yx|)mGgh7cjg3%mo
z_+2_Fl!>+PK6!oopOod^H)V;Q^(#4>)#G^|Kzhi8T$QWSLj2oekE_6jg!HurSc&On
z1zSQ$oDfH$nAT+Yv;mke(HAeWrijdDdAqYRbCLJ;!BP$pKG0cV`leyXznWvjkO;)Q
zMDgN~9}Py+#ePVlTrV=Y-LhXF9e;&VF{hhLeIDMQpBHHozD1k+G7dx?E$RKu>nHm2
z@G)bX^gNZ_*2=*2rjl6Jh<cmg;o@Z0z4uwqI~%mg6lw!^#HbzZvGd$Z&Cp}GI|0df
zX!YF@<4W3vM|~#nsx>!Ky;+DL5;2+beeTgxiOM3bv=vu%5!XOUu*Qt%$-dZrp{Y&n
z6ceoU)R)asJ8qZsT$P=}oKi)!RBhu_X=I|3{$CKxpl<}za%=qmL@>v`5lr!K1e5ST
z5lq?yyI~+lZ%@?!L@+VF5lo^JzmNY!FjM|F1k<ysX@{jf0ddBsF`Z+M)Ux;JEeCN<
z=3wGK5X{0GK$(Qx@EMstuF!DZHASuo$n}gsl9b3NXoke{48&S+w?L6-C*ahI2b+1R
zN`o`n!8*i`^(JW~E8s<*bTSXwb9kvRgspjV?SizW6Z_l=eCd$5E3Amtf(E1UiAnd2
zvUv7d_<5SCLB2tTNJenh_Q63dQgTc+?N<2IxI)=E+7XSQxRU7#NoULMb%d`X<vigj
zuQIT#%+%Bz*eJ_bUR{nTm(Akw-WpkdXe^PMj1IunQv1b3`qj7V(bgY|h{H#992l?)
z{>{I<Jzmc9vKFS+nzgq`YCqfN)aa@3y2(gir7e&!lL#<yQ1Fah&atb<{~SwDiCNea
zvM8J_<}x1u%6LcUlezZI-mXIZ^qBJ@=nQJ8d|NMupR`jNh9zrbnGq9jTMYef5dIUG
z|A*W+H+F2Fe@jJlvNzYxT5sfpl{@ZA)_ZzB!ytx7VtG%<vwb*@^+q$6?medZJ~Vnj
zrl{1bD#<a320YsIUWoyfnzIY{>cBt#NUXAQnq!23ORHlY!6^`3!8-C%Mb}8l5p9r=
zg(@V9U~*9A7|-V&TZ&YqfPIXk=-?WmypW_gdiYx{`fm~OC?^D}IA6lR!W@wb7d9vV
zR5_~PbgPb&k9+1fa-h)+#?Y2@KuOw(k-_bRIeDB^Udah|(SSWz#;+OjK};!9;^7oT
zyM$2!=)0e{_OduJ60<;Jux`{D1a5-q1GdZ#PBBxI3hw+^jS<}7d@MW$E95P13FU0z
z^DcR<j()rhGz*CtBD}khGln17G6b+}@d?UnOoJyH%349>&X5pzot+y$`*sKKQ#joF
z!<|-%bq#(ndS*T-^-mDnp;4dE3hS#m7|H`}0r3z$3nx3AdrEXy?bCcRt!yr_sfD{Y
zxV7~d{V^l*W>}fT7@|n2z!^MTS{wX9*@Vq@Ya`B-uz@}F>e_o;T2nS{uUgxnzhCqH
z5fT@-&Q*v@(Cp&knMwJEWJqoGv87sTCkVB<)Fti0atLpWI%~iBb|P0k*f5%`z={#N
z=U54h_F$-RF3(F!@xJq>%=iq4BugPoo>n6xT&%tVXoNk%x9E7{s=<<~1Gss^1?>rz
zyrT?C{fk_bzf|<HZL4`BaciR4*FbVPC+OQ*qW}0A0i#CNHw7z=9P=6n$V}}<1_Mwe
zRrn>5Ys#$UQ&f~GvU~=NXUhu4G?_=&AQ58GvWy4}+guKn7Z@0|efSse+cCPym5ylP
zLi<ew?6kPBYpgglCvH5@e0ED#R&E04@-*@New-@SK4X6us$vEVgV=PdkU5VJyEHl4
z`cAmYQ&KA?)|JedV?_)+Ybd)!t<uN*l5BFhFMP8=1)O#V`muHBS`&wLhN?<%@cWF(
zkM80J{Y#+iDb5BzF%YL@FmRu5%9SfvWscQW2l}QOIg##rrCn)or4^6w8@t=WO^J=F
z($MSn^fPunvLYKkehm{JU${D|lsHboQkFJ(&V;$hR+sS%f5vXC?;>`S+vzvw^%!=M
z7(ah!z5mqgPBo==8#@Tyj<`xaQQ=2E1tlNiWq%Zq&O_j{W}Vy<-rz*|iqaxpJRN9y
zq4D}JN>i~8O;f_)Kl)!|M7&b{q{LO}CUMzw1~b68&^yhFnplcCphtkd%*N!Ve`A4R
z&+@UQN<8U*;L~_TlorU@75KMhU6ZXmbUc=5n~bevGr(%cv4;c)z5j>~-MJ&i)s`sM
zt8-?vGsw~T5A`2v1%LeL<k3IFAAg15)1%xk=n<DmZPvS%1kb%Wfw0yOcpPe+@RGFR
zA57ra$j-D1<4OMV#kv5Wg4SBcZxhtJ1`Ur%-3yod=}>P?ZIMx-t31Do4@ZKgoCR9c
ziQK_qvtuYVXyL>)o9&?F8-M&P^JT+$wsjq#IOqHYH{L?+KNw6YZ5?&A70}t04p*7~
zU@!|SGCfHc>%d9f;-!+m@6YDmJA_e}GQV_Kr62QhMMtSdZmW<&z6F{_h-IuxCzf?<
zHP4}Dv*B1&Bx{h*(UljlHGz`DywshL6qd2r`?!d5{hAyoQCNZ+n0ms9BYA_(AlCx0
z7x=JB;xKnBXX%fehG?`;oic1wS^ME5G7>%7&xGwGLE#ev)FyS(TB5RcZ8+rZXO{nY
z%p>scqk_P5j2T=GG7v^N7UBq#12{AmmT$S-GifHq$ImMf+^mAARBXlaL#R3+lc>;K
zUND7<J*}5`a$!hu!i>e6lrN7Jz@1t_Yq9QTu($0+ryJK6SlS9N&g>HyC3Pu1Ls7Ep
zL%XP=V{r1NZiyqOD(FeujF|5{i5kv=^p$jqfi%_<?1^6m{2F6&8)ueBaslRmZ0V&R
zkr7cG1yDD7hp4-0pytSaHD{JqH>Ax&4F26{G1$>mtbs|ckV?>6hkTgt)&G>*PVP4*
zicB*uI-tzrpy{<8N!G*1scOOd>(7RX2UEYdemb`C12&!J#qI7#^&)xMbJhYU9UT07
z%Yx%!>)gF~iF|P+QDr<E0{_Y&_nli5W6(x->v*p&Fz7tn_O*Q!9#W?M>HlQBLXT6P
zrmNM-&17p8Q~+tavKS?cj1ZXJf3TSqbdot>v@OsO=?Esg4}`Qy^H9N)5q3eFT=IqU
zgJTK{)W+QNqN2J6&!Na|#y&+rUoa?;ZF=pkUMTYoalC1QJ@7D(T*{WPa5B$YidWH<
zKT!V4R9Sc~3u;fH5f?lL)r@}S4;r2)<P*3=IinqNM-0D}1aq2241Ya{;=Uvk%mXL0
zeyE!dT9daq-iQoIDv+1_^v;C3pPt$C-f5pMNCq#_@`AzTG1Sh1PFspcW&=Q+Tnj~~
zTDYTs0P?*bad7i4O0*wM2H?syw&Wl!4bF<M@^|lOXi^yq-5<4rYfE-(2-Rx3!QaEE
zrd@($(2{8ZGvu#KCdAb+HqHy@%%T61Mt&da;r;}2Bb_v1e&dVzzxA@1bI|xcr3@K_
zD2`Z_CM+<DM=B>oZ+wJ^g#ONtFWL=e>G7F8VgxhW9eP@Q-YLkaEs=c?WFm4jURwm`
zjd}=uf!zPj;0C!|6SXP=^B}{ZDy0fKt)OC4nt9^uZ3IBn3X{9@<CncLeXdjWdI@!n
zze|6R^(p5yLG>^~ChgyFk_tqF-F@`d&TMH)ePx01%&I+t?~qNLn<g3iQQmD8TC&S|
zm^%fx2lJdT=1qa!1Xw;Oo+Q3~&!K+;4W3ZZ>*l4=9e2!_kCN$A>PENGh&dOGx%90(
z)w}1F;2qx(JI=Zky7AxtSoD6jUmwUeeuncqK``1`&=2&O)%Z-4YoaqVp!0X%qm2#D
z^B_<AL}bzz7Om<@2<mE1fEu@(N58m^N~X&o?I=?^mH0?ziiwMzH$Qbc3v^-<;SnKg
z1ZC51BPhc<Y`Yq~qh-_fjTjma*`YkQC}P1swuOGw@XROdyCcCpY)^wN_{@ZD)TObX
z6l#V1&Db~H=l1W59$5&;JitrZN$|OC!QyUP%$E@gMi8#R2?`+QgH97(n8UlBzcat*
zy20q{0n=E$Wt<*3#T_s(Bo>GXV8gi0Mc#tl2yjm#=-H0UGyowY=|mOsxj+KhZNVOS
z!{-XT+3eLm*zEuRL6|}RFNCQEvk`J*?E~^5@0-Pd<sO{_^4Y6&Rg9Y#P2wZ6*b6hP
z*-)?8F#TeF3|7pj2hy!f@T18O!V{Ev$GBxKbp@Oqz6D`3v?1UsE^G!jR7C^{)c0rZ
z74-X^+XLUsnXwHenAtnMTESCMI@n;VT@D1J(*fK@ZU%q>`I&WF)SJkzP{Lt*FK5wl
zGBMUVpo>p$BRx|YlO+_$_K5ksi+%6ah2rF|n=csg!i-C{w*8xM2`N1+xhFI1m0{Tl
zSu%sFXN0ecuwQpO?`_eBO;*pQ8$rN6;*Q|y1AHN`+q9cuZksHjWsd%=gH2<yaO!NB
z$`8^-)AnB%e0TNfk+KW#X0b0KZdc4x4LQ!Elv|MPX*ht@pnnDS5xMUKuzuX!CNGrS
zlA$w5;Lr2_P<GEju7`V?z}vQM^R#VSr)}G|-KTBawt3pNZQI(OduMm=?#yiM{FhXv
z>X%ef$(#56e4htSSUux<t&>&gh9*<4uf(ZbpZD*F*o|=LakBac+5-&47FT#ZNRHda
zhv>REI%ChGtfKD*v7yMjSwm82;4~y}P<=l4*ofh&`h`>s_flu@$%4dI0-Re8Rp1GU
z&`dkqQp9q?VJ>Lm(D`Y5IMRaTO+pXBA4H(+T(i1tPb<vZ=O>MNoY1D<Jte$vBDu6n
zik|-Eb>LK+I#BKOh2|chZiBR?%gBdpifQM{vnEi_WjYX;4;l;bLSIH{qsh-!tJXoW
z>lX~ITX}HRh7{kqi}*1j^nljx-0+I<gszpqv}pTyKA5h%I%m^&fxPMQeSwZm80}&H
zpK8@#N%2ipH!-Vs)7WaEDYWV$kAZNlnoVehbsP7nV;6ZiDZ+<z@CU&3MW^?%tdO5x
za%~={{jRa0@4uS~Kd8rqJ!rQ-qhSokiFuQIG8s<RDb#Jztbe*YKVTa#g|@k~OAvIW
z&?6tWLU{T-&zN4wf8ka3e6f;Nl(D-a*P>%E^g2}{KA~L0*5!OW`RsWnKhMKNEWz#J
z-1|@oyXP}hk5lew1l+);B3}tk5a+g+jr|x*{{OeZy!g)z<~86Q2z+E7^dT~P3ly#L
znOT`-JE%9`q@mfeVsUqh;2E-0M>5!}889lOFF8W4CBirAM+G9=UrxG0!9rySUvll@
zZmX@TqItK%!@lW#pCl<W#;ZQ_E6g3GZGT&<T#+%ovjU6Q+21!Uu(7c1dU7_sUl#%Q
zE&j#8ELw1_=&eAlI{({Xl56Mv7Qmw})VC<Z7}j&9nv{o4FNrRI3<F23K5*#u?mg^v
zP_Q9i+YWc&GEbvuNuX0s782Ekd!s?$70rcFgOdh60sz!w{Dqu4=~vl-HS+4KkRsc>
z(6MB&`2=j4M|@eLC*6qg&eDst{@tV{M1A>U-OGvX?&3poM9sNm$6|akY({q#EosaO
zJJZFCU|JOOgmm)8YdxD$s`Jj|tX$KVn%-M8?bum~f4ik<s(?@ANc9V@73G5o5+jHQ
z3k<7I>>A`{s%If0ryH;p(yccc9p~G%xd*Q`$vE_WF$woW@tXxdCaUGE$@+0NJI?;5
zu%UmJ;SqZ}n$^Pu+k5KcDwA`Y-kB}p=OISc&ZTre#PVu&_e5wdxuM{Xj#D<L1hr3|
zDL-pi7}uK+SDUYqk=DAm3wwR%)7t8+Xm%*?glpMMSDNm1iA<`Tct+?$5kK)#&SPQ^
zuy22AYIdcn4Xf|(>^vl63Zoa>ofLpgzwH?_mSD*PBLd*VEkO++BTnGAz4Kl%iXKGs
z3qHy_NkV+%yecbWmO*o5N|81=&O4e7VBWokSlhhd!v})?oRyQ1278<@t9L7i*EK3)
zzpNQWxCa2m!`Tu(;BJvLHUPVi`FEPe*30{W9j-mn#&_a5aDvXk`1!W$`Iw(Wi*+k+
zzjsZ&b3iXRv6UIC3D9a$O--82Y};Lwb9D6F$vBq`?$AiTE&!)L$v&*`wa4CX))iXN
zEvp90?h9DQr-4u0bj=FZ?_SfiKU>3-$(z-rSYd!j{va78AXPq^Z$Nbr4O4NJeSf)S
zvXAw1T|qW|!8th}JSc%$*6r?6r)pMT5<p8X=WEv7Hiqo6JFKi);!FghFxjow+y=AR
z&h<SnUaFaV#(zb^XZt`<0GWIt_mKZOjiP@$v)p}<A2~7?)amjYTi_zhsJnQDcwDSO
zIYm9g?_FPsRuA`djc$`)f$UI>@QS4a>XA0=`nwrUw{(=D3jMx`bu(ZZn;qns6w0+S
zC-nxkX#}lZy&3&f-FRv3IJ>RY=*g2L)<KEk411t}dUw2T)<Ca)_6BWacw_T0FL$%k
zu=+$~m9LRzJ*?#w661(3yPkO*;C1PPvTNx+q4FO09N0O%L34C?<2{UK{!DJ<mb|=N
z@IjfrzhWKC)09P<@Y*$ExPBqHQ9(2BDc=L}kSesPmV@lg3%h!&vycXaIa)pN78t0~
zVZ)WVSdFcpVgo-RW%#N)Gc1a|US-|kVn>HvJ)_*sX;{Hyn{mlkzwQEpYt`XaVa?so
zyA^Ssm!oal4dPu?b8?ToQ<FSJ^YrW3aME7P3Du=Tb+m-nWZjnVdpu(@3FZ?8R@HSU
z+B<pd;Fv<^r13phh&!TwGO^+!fW|SC@gRp%sAHuW+DFVgaay4S-ndQunOAr~JGj-?
zUUmQK#A4ms*W49HPC1TMYa=u?cr(em^ogg+3!?3tv2=Wc?zqda37Zo9XTe8n6=_{H
zFD$ewdiGF|8e8)`V|TJH;G8zYB-*rO`;$GOd7MGP1;V+cGlA@p_{H)BklQJQ98~pa
zJ@MmX<cQ5;KM2||`inoooJbc^<kIQuaiY2C<*wx5si)@#?vxU#mglL4U9NH$L$>ft
z>*N|>FwISE;b(TGpw%>s^I-J@yVE%VPWf@x_i-CrB)$XitZGcXS>~QT;4h|W<b?Ms
zEp5hSt6WT$Jc)l=$yrUZ;n&QXMDBIg%vM_lyE{P)C7Hf~K0R8|WCldC!jDwd8W3Ye
zLMZ3WvDVcZ7h~UD1fpMYWkPh+NiTYDnSZZGK3JC~fcs3<D}%|XMrTMZ{MqSp&Rxu6
z7TA(0vl6mj<nMm%?G#(l`wn?aDt#wdlkQ!ux1vbKc_f@#RXEYXUt?7|ne26PhENtY
zM+pP+ovR6v{X}--bgR`2po3_OwH`HqF>RO@U1?$fAIJMt4vI?kD7Kz*<lzT&r4QoE
zljuL1mwigSX3G)u-PAbedNL~ETY3y#t>30P;A(#E?unJM45k@%udKlbuHpwil%wzk
z*yU4-8o>_Yg_T?|O56^0T8Imsbvaa8qw5hecfhl@@)ok&SvgzZwQ_kIX$g6<ySNX~
zVO?9<zkG%OKW-e~wp!<KX&&Uby!jqM>jB~3@Hsd0z7F%cuO(apwr*TI5}+5j#`?=P
zur0B;^9r~T*$+nX)Ry5jRu#rJZ(>iDTG9!8lLgQX{U)c9Q@=ma;G$IDi-uJx&Di7Y
z{8!z3Sj+r=-r*51^V;~x%N^Ixv5a!Z*)@Rd`8I9HEmclP&JP9@b390EwV!c=L62w;
z>Y!W>kr$w+H(pNedp5a%9-K}9Z+z9#|GVDUu(=3clym)xe2t>^Z~}Y!f%xFYTxIR_
zws{)?aofT$DL9#OFWcmGAo+3yopl@c2=OVnv)A}-#>^Xc>ZB^MN+;Oy!*s?1ds1-=
zTxM%H%^Ti>oW%JP`@}xOEUi7u=#Ve&8RgN{tNE6SZ%#WPnqGnT>aJt9TW(dB@K*Gv
zQ@a`0ci~M|dGTz$StVrUxW;dqE>C~WKD~THDs9Y>eINZ+hYkK5(6Q&MzD>7dV54#|
zgYSebHPlI7?b^RlKXsYxeew(D%N%$4J{CWR4ZZ_D?Y)33?R}GHVzQd}2ws8VD6iCB
z_=+zVuh8>Tv+)+WzlYGlS=3wn0gD;sMs<#`se>!ehI0+u&}JzQwH10o=<15XlV?s#
z3*UIP+atREN^+#)JS@K@{k;HxD0PdGO-x3_tHzz;P2i=yO*go?(0M@3gP6N-Bg!+g
z5$QhmXn?aySOX{S4mj>Jd0Qyd<VYjn3(gR3#zSj;La3Vl7nzy;8{EPt7_Up*Ie4K^
zpd+kk+i~m@%w4VA-)wiZ(;7XmHZ!q-*6)ZHR}40n>T|S2Uo75K=pK&Dib_w+KjBmZ
zTIIin`3$04^r9URbOSg92g0ucIB*)aAiuH@Y;nFp_Ad9gLEbkDDmoW8U@rvSKtF2y
zP4tjwj0`KZn-}23`o8xvZBIYY2EyFrUR8T-e|^(^)Lcp)L#i&d*;l*XHf%P0liPK<
z*sQqJ)wNE?0Bx__RzvtgUI6me+4t7vt?J*>`A)SsAM3>Iv>ZeGfWP-Zs*bl2zO-y}
z=RX7csss9{LVxl6u&|WCZyk7@d%%}*%bo4%G_j42Ua@$@Z?q538uyJ)#1~g0w{x!r
z!|o3J&STpho>z)_Ozu<Lk@?;Phd3YdIm=#GQ@>{|@N6dlYaW<vC)_>PK=RALYcZ~g
zbv&V09t!xciX46}PlRur%fkL1tW(Rrb<sR8*foZkDUU{_z?UYoW5gGRBOiBWYtSWt
zb$|Pxe|WqvWjC&X8L!%SZcwebD>nN+9Xg4RSF&<r`Wm!W%PmT%=e-(oXV6(`+j#F5
zud!Wxb=$bE1lJOJbdQU+A(^0At4U%4Q5>buwMHQNIklGy8Y~Yt)bci{MhC|HJY!W%
z+opEDAK7I*VNdCl8tahXEc$Y#3%WdpN{HK~A}b=9Z1T;cjopEwYsjpMm^}iVJ5Mh>
z3ELctr$>VS7r_+#j|5Yb;r}F<7C!`2?T26@{-*@9@}C4V@`qps{0qUf{|CXW{~?%x
zKLiu+9|RNXze_MB{)J$Yoj{5F8^HwrC&2{zyp-Lr-ky<PI)5;H$~XqNDINC{Jc;BB
zz>BTx%K@&IE;L@h!y12z*8YT(oYgJlrVSo4v%wnROnfSTWeRjh>M63&a-~}$#P$h(
zWGyGpnVk>HM$fb4xUPw_t+jSb!FI|Jn1yTQ@sT=YQ#oXEY{Ej}6d@X774OM%;J;>c
zhWaPL^lQEX<GJenH-d>?@ZTqx$^VmJ68+x<)B1;C>ijQ)d4z{WegO%e$~N|#&PKIA
zO1y2nG~NRWm!W(9NK!YI_jYj&f^ClSB-N}alFk^BpCnp&onu~{EwTUd2k+g4(P>)a
zqHp%jp+SdbVqk2ZS;2dB&NtJ8j#qWu&u}ke8s?E{M{{gupJIR|4yuu3WgD`e_edxQ
zez(#S<Ba*9{L=6~6|WHL#L#?9^~92IjW6g1a%Nu%i?jxP8^lGyS8gB?y)GqP-Uaz-
z1i!YVr}u3OUi}NPa(Eskrm3QzQ`&m-d4Fb!RZ`Iwa5K~oo~ESlY`IYo-```HBFYh=
zY8rr+U^)L<(inZMJE?PT9VAM|%h8Xu@w-r(H|8T6c=HPUHrWx#&}qwoZ2rcv^DxTH
zdwNySa4-X|=Xk}IV-Gj92XZ_QI_Z~oC9j@0{*f1UF--pLofNa051#pEX^&H;<m>vc
zTkRE(^NwGyJW>8V@C`kPmY;N$Oi#YWkKPz-68!JfNz}DV^L5Sl3NA1r_s=FDJZbm1
ztE*!tw)!>Q`d?@t+!WU=t{tKo;EPJV8An26kw-R%9y>wqT9_tyzhwivSr$;+H`G|d
z+gn+cLOwhtWBGo`&`xnz@tS>weG))w;=RDGA2rGiuA0AZRv7Xba;;7tdG)n`DH&AY
zI>c0E1i~}wBAHeZE7$Q(ws!~~x%NlD0zXY@VD)XUkLv343M9U!Lj60zMEoI`;{PC+
z3XHQLZSYsq4jYl`%wau!z@OxP(FIK~GiH28uaGCspvu3x7SHXD{<gRs*|*_1`2sa&
z1pAm2TyqM{lYHUHwPA^izF!-1JK9GNU>K%KzH0K_@@zvdh}i=-wXVNt@_t26e=QN+
zc`~c#L*+_$hcUZTxy9V0eFwcf5s_HuSsvsq;Ey2gN>QleLFsU!wBIx9Q7DfQo8kS!
zwbvynl+)ChQNen)p7!MSRicm^&Mg1031+#plFU%HIIE^rCXkQl+w^~fV5<K+!PJfZ
zH-d@rKMAHW%`w(L2xgA2glQceUyEkO{1a!hx)2;O53r9acIOl2(^?Cz7#a)10b5zm
zO9&~pCyf5htC>6ZL-g$uTMoM`$Jn*MSRH*1c|5COPjz5aM|3hLubWXcBfJ~ZVNSpM
z3y_*5#~pcW+0l$-$WDbitL}lVVV{(8KqVY|_s6f^Z!yE4vH!kplVJ0_`)~FMcz>92
z+cc8Rz>gFKmy#EsQc>Ds`qvH$-i#0LQf`EMuXI5T$f-5MhghIp!7U-xQDn0UR_OXU
z*>qUx#?Nt(o^^?`S#koQeH&+)V6V0W$(MJ`7j$880_v;6Er4P23a-iT<{rLwC=8%B
z&&G3^d$DDE4Ja+FT{a+N7q7NUwzXZ3w}eIrSGBbLj^e)W<S~pjEDvQ(!HmY76S!rj
zMyZ<=*CP4_*GbJL?t5Zdx$c<&WL7>0_=52!qmllE-h`C-Uyl?<?RYbwbEQmIFIdj>
zSM!sNpyx?HeSu%GRhEQGhRZp45HR2lehkg9%+vMCcP*eL(Lgh`vY(JIKaIUWv*E`8
zW}4(4ty{T-Z-gUw`?=)&boPT8y23n>3<pAB``0S?g?I{V0`x0lf3B$got>bU{Ws7T
z(C3jZ9cR8(Mq+ghFZlj9!GwC{;(N~8^X$<WsYR0)V<=r(L^i%7^z5|#I-v5uNHz7j
z^g+7YH=l{=0ml`~E(IA0*OqTy0z0F~QL<jBsT1QZ3cs`7@rP{<#2PL62!5l4rjX;{
z50-@Bej)f^GXqHZ{03Zu&V7BJ8HN%_7`NkP^&8d_#jbVD4w_<@l`8U@Bz^MYco2FT
z7Ffy{Fok%wfba?C4JkIusxuKgHQ|ka0=yU)W_Eh*Ty<ghi9`MQQM7lCJU0HL!+u|1
zxo3&4v&GsR*r~XdpinlaX4|l^3F+hrl$FI#P9A#z!pZIrLXL0@lApz&h-}9NxCv<{
z%TN0z8RUa@CD;F{(V7GKthDPxv=I~h-fg#yc6HvrNxtz@#i-iq8T6iS_f4^}*}qA-
zLAGmyeg(E$jc%jXdLHDNV5bW0nq+5-awWODMX-U|uT8gM+^<cwA<<ujV$)_fT${ne
zs5w?Bs7Le*Hx>RT%o4EqXPI;C$L5D|M);U-m5Y!HAq{>6JnpaQN89VN!$ANBeM;Rf
z`gYzYo7K^EPnSu$?0QGj);*qKOX#(@Xm>>C=lJTyo-%oU&}OxD7p#r0o0d6e?LwTX
z?zl5yCH^#FrRFWNOc%+it-3+_snPrBaGY{T-<|jonG?%-9q-YDzR{$&9HD)-`8@KK
z?^$@-B7yBo`kpaaAQJBT>@*!&E?4E-rgOVAOnP8%uylfl=^hS0sg>-yt=)}R=4$dZ
z-f>Si%6CL(K95_^cN^WG-^sU4IEaB~n3NY4m7s-W1AHgdep%66gPIgN+JmPC9;ABy
zg`F(*RW#20U9ZgJS*cC?x(raEV)=y)I9;2#kVi==q!<rYLINWhJ}D92P9TDxnr~Dx
z<CkbMs@a&|O2E_L>Xowv3He#bOD^+0ijN$f6UO%>^wGNyEH@@5C;9nttNs;~-Tk7|
z9n^?-yM+e{8IEgEkZ)+<oWiA|(4-cBpr#G^7$#9F9&30aSW457k49~ok5>$y&nq4l
zk%vJ_wkz2Ft6Zb(PrIag=8ff>^UtS;EB{OImaEXI%v3=!K<o@J<?IYAC4PkiZcj=p
zChk^|6W^*eoS#)5!U`}uVJ?#KvGT*`)%%X=-t+Kz;`ylL(DP2|Ug<934*9O&?$L`h
z=Z+d&CN8QFsyvl(?1ZAP2Fn=cPL-K@Yg9D4r$4N`5|&wF&i6O*V(c=j6!YMJAeaLG
zB$$)`B$x`Qzf_!RSRL5yET1jPe>sq0;%!s>5X}6+W>@1Mf~i(!U;l3eb57L&hyEV~
z^NL#C=)WYGw1TRU>^}rEIMw$3mRaQXFEx4055biBSAr?3jNyrht)XuD_f3>mqp>vn
zV2@IUk&82PZLN3YN)hWJ<cgmym+7bB9EcO(r@9;gRv6HRADo$=77PE4<3Z`<e8x0S
zPADgc7p@E6gX_V=O!p*dW@{#UCNhsN#3j@vBwcV_2wU)6Xm_T4Mka4DPdN`;h+2p(
zNF^vaG&wjqge;g!=rE6g@Vn=(;w!~M0AM3n^Nj3EC8FMp0Jb<F|Eeqe&BQro^fU)`
zzQ<QOnUUGkZun*4qAzi=#uv`m_hC!SGl<x@CwqZ|o{Nj?*7=K#;{DMdU0etZePjSC
zkuZ?Sn`hrR#dc&SFVJD`Akj#8FDWr`in5zfG4ufr#yxebOt)q#EjuU<bj!c1T^RI!
z88v0`r|<qGDd%uf+MaZiDvPs<+PTD`h@R7V?1Zh*HRVFUy*pxbw98>mr5N^vxAeky
zr3LARwVdmFi+gi9Dmu<cBH3ALiKU)IGkM>TX1orUOZH+1WUwuBo{UU36Id`Ec+c)Z
zt+%WX1ufkse4XFCg|yMhlb=oI*>d#RUg@P7MdL(J9ZgMA3R2~1((GV`ENJG+rDs!a
z={aR9YOC}4=-KDn@jz17aG*bo=>mR*WIY;pyocy*Zgn!B&)bf#n|yEM9Ux45Pq`N^
zQ|}C)aCXj>Bf}1$WKkV(P?kZ2GfSmlmNuE|&<Io*b)QBBoH{^WmWa|?6e>Zhnms!S
zm<f3<AZRJ^7u)IF#2QNlt!+pnXKb_p6Y_HLZFyrji1Pq(jGdyfG4<CTpyLc>lDJu5
zxQmJ*MICG%vQ|einBmzoC*s}ldnVSVUiY*nc2lpRJR~~iW!=mJeS$q~k}f!S4@}7t
z7-!&lQCbwm#v+-9{nL1sjE_4RaX1)t`&l+Il9pE8;l_Ht$t_vbBs|mzchtap%c=$J
zpM5z4%DQNN2jLYf0}?z_Ya-g<o|$-(1%f%fUK87mTyla@#YCaz?I?XW%<a&_iFs50
z`3yq6V%c3!$<TC~2DoyArGA`Usq8?O6My$9f_u>kfvWY;Hc>N5Z6Y0|1W7Yeq?U1^
z-{j8O!W$G8-Lu?otDCy7dy}{oiXj=zJdIzsA34wX!B08XZ{@9I-+R$jujF^rN82Oc
z%@*Et-$8?3*hV^@c&vPS2a5U5seF%nyn4WhwW>QY^JoHb_SlvUc++bL>d|Av63K<p
zrV^t*Jvo$o{Lp%xFsTT&sgyQdGJ?=Ty~*Ae065gV9wKl<mtm~pzi11Q*i1mnm&gi&
zda$sNZ-2u+_b>Efh==!;rQofkU;IQ%?sij0AD(v-Y7i9*@w!Pb*HtwvZC^ZC`Mj)&
zR<zQ$eNHhgZ#{k;O0mwjNA>?+MG>;ZV3jW($$TUT<ydLIJhS~cxljf<f*j&+gfK)1
zE+>*(IL6cOI4E~%iZZwb7nx<mn%%FYIZOOAY~bhTrdpst86PdSYIfkp8gU_8f`~bs
zRXOj>eg0dC#GE8ItEx0?Gz$C!$G|?DZ#ugV-*m4bw?LL<(qi9wI7iwaq$CZ&xt*Wd
zM&i+TGTy|{7gEWgGZM+BMTJ27Hdi50GFRP`#K6`;bajwEDtKSkVHoaDr2bI0>#&zi
zg|=(L*TC2wTKM}NpZfaVG}qV})}87Ci(0WSJ=<IVrOa!A<1_g6h{Y8p<5rx8T~6<)
z(VwIw?6s;TBLEUb7cA0*@cmVi_zJI5MNEj_c++5&$>~_C5oq`e7U$*ETFavDGaL)L
zvLsHKpFqdfNH(cRYe6b0L$xIAOYQXf5vwZJUl1Ingl1KJW(Tm?;Bqo!e=uP;XO3O5
zk9`jBUn{Z@I7zW9ybH%NvU$;6P7jfUD=N1>@Vk?~wbOJ;W<U~N&$|c<)GjN6ulcb;
zc9{%#PIYEpcX?o~br=&APRG!VcCS6ZSg_PO^*JL1t5!XAr^wM4Ul-D%`f<#n^8Bkc
z;FDf&&`YsUVo}$B)id0H0<KCHjUA)U%7Sqk$d&*jgN~YY#j)Z|&-thqNr_0-R8>YL
zENet+#Q1Z^7z09F1);tF#2257fYI!+eV5}D)?F|7a4WtD_m@;1VUjn4W|ArMZm;0S
zQ;Yk;h9c4`sHzM=wr;tLkQV)(xstTk6|HJuW6t7<Mscn2x~lq!;XL2Of=e0`1%q`e
z_D-L8z;!O6_l4Hz+14^;D`f=rq-e+9Hv|{3Yw(NRKH`V7>aqqaBMb}J2eWF3F@+VU
zNf?VZEjj|mlWPUSkw<s_I0Ry50*k))=yb6^S)u1m1(*r0o^*!=72_!Im}*7Tl(~TU
zSj>z^vnKhSDj0XVjfxs$mi1*fEv1WXrqyjP$Ju55D!2`vmN-u_KB3%^z{l=jkzgkF
z#v~N@9xpu0=441y&JX-j<|i^{0ZERepV;fe7xn4GUg@9C9uZ@y_UFw_C9qs82wZT_
z4NZeK?g6l1cr!5!C-!bde)@0D5R4>x8PhlGG&m%8TtEu%GE5B}r_mG#IyW+Uvp#GQ
zLx(i?p_dPz?GZZ=(bNi}SEiU2$LAGHrnTplwRH2lrfZEZ^NuYPozyY>lCx9C{$d%Y
zOs<LBz+4~Ld>-)lasIi}>YIyG_4mh_WU!&-^`Fnrh>5w5>vMxi99kZ%S?zhbP&9bf
zEjQw&+3~5aKiU2EQmAg-es6)2HEafZinAU#ys7-FbM?-~?9~)Z80_0)Si%f+)nReU
z?A4_a!U%%<h~8<dTBqE?3Uy;bisnGIS|p~snQ{W*b;xfo{2>j=ZqQS5INb-~t0N-7
z>HQ-dU9)P1m3$F_=5%4K>2BovdjUd*_Kq8LIlAu^^_yI1l@elX&#w3*%G&p~32ikn
zTZOuI?ouAcj1Ggv-nwR(-n&PWJy?D`s+VvF8d&e11z+Q=+M8|HUzuB(zV@SMc6t)l
z+PZS_o37{W-sIrYqNxWMIx)n;P+fl<13}z0^<E5&Ny|GkjFY62{<@I<rV=617Qioz
z1DaK#4lb2gk_7cqTEXlEF#r%^2ofMMKyduY-OpttaEKyBT4V&43XK_I-{Q08C^#fw
zBX#R#fXV#U6Li$;$5pvTuo527?FK=s$@_IdE|YNo=I-RZC=t`5$5~6&S{JaBwPRI_
zs~^n&VREA>vLW@f)n@S8XM$7r9*}0%SS0#6puDWr6te1R*&%HGQxwf-+wDlCiGTSA
z7mfa>He}2G;e4p6f=!vzK?<)QG9{wxQ12^Ux+6n{n(-zjf46VwsC<jU#EZ}5V|(Ab
zHc&wy{UY%$Rx#!wp)wwbC=Pa&OjtC6)V_ZA7k)BSHN|bEame2f8G}jRD52P|lf&b<
zv~><}8E!ZcxH+%JKiX~nB@`O%ZlA89Ilji<*S6Oj$s96E%O09YPd9Hx&YHDs+AS9w
z9lG9@IiojI>4#fiTrStV%|uh`vJ(~45#;{BzjnC#ah2D{OX^*A{J`Mvr0c;XiG=Er
zk;2`msN+UZVW7%{D46@o|1h>e`ZI)-LE#if@TTm;nT`Oo6m4WH)=XJhDIrg%k4a_c
z+U*X<Bn5VsAa*Eyam=7>)UW|2@Crz|8-!UIX#0)!bg9ZVZ_nS(j9O1`BVJV`oOs)d
zUr&Fxx70A8t8d|-RRm^N2Mbi>i}*lasNMCgBG>3v6~46`VMOMOFu_)@CcLjr<$RGO
zRt!KmM7=PX2xAW23<Cu?!|^ys*RMauE~uWQoGhP-h!!qW#{yv&NT>+-GnNV)L+s|d
z28awX=3+OfX~BJ_7M`SUbKrtEH0F&mj>}b|HO9Oq&QHwNKu4wCPl3&v?diy7Yf}ET
z%tHC}xbM+=e#7?E<zDlh_Xw4<^_yQF2wZm7o_`Wjc%K{mybBFc&E|SfVtWGPs>tw2
zzT|M%ZO3)lvR~I0tGi+b^7Gp3@I%Kzw~IJ$0}+tJBf5nmS4UbaQc|z$`qLEuGf_`<
zPD@`i)6foO87!>KK!)_{t%3Vj%7?>VBO^EaFiV&rq^=W_J|6gd921Z5m|XT3@{rfV
zofZ_AGOekpA`U@7w?6AE<QlE8PYQ$18P<^H62aM@<K&i&(kiEr{53KBBB}&;8PR=<
z6CyCpqP4ry<GxUqn4<X8pQ4@j5^^qV9`-O`2)Db+Qk({GYFIU(EFe0LrP)i>5e#*x
zA~JQ71O^n4TlTB%p&^N4Ko;qG7!haU`i}gJQ&F;oNeidTO&VjJFf`e8Yg{mUskX7n
z<c`4DumS=E{IZI3iD*zzTJK|KIFmA^5*n|rQZ<TRS+?IJwIHa-6#e9Irv^>|Lg;X7
zM?E%wDpyr9kCdb{0)5Kjph@jXM&GxD^D)##?E!u#+}&Or@?k+vA+ZzIynES^q}?KR
zqT6=}A3ld$ZIw(}nMI^5mTcv4c0aSZUcGENTVGBJ<n(Z?b~PG5^Hd;h>aa6+wO3U%
z6;v52WDM_b`VROH90gx|;+hrdnE!M|+~m^5H*z&DZ#F(k@r0ZyTc0}9dAg>bT0;ie
z>a@I#82bd1eD4Fli@IKSxEzO)Tcyc+o*Qddrv{EYp4s8}0yp<U_nHQ8!oU3Nm{-Ec
z8kb3W_-{tsKv&Q!XQYoU1#nVe7o3KGM%S&p{=&l^$S*qp8V9juY}2OdIZ^X6-v?Sg
z)awI6@wQ|sfsi2F>pK?y;6QYRvo}$J#=q`qb6j7fEX?;_>P)h)SVUC@+^$E7r*Njz
z+%j`LWg#m3^%Af$m#@r2%ah=FFE$Waa0q5jRsch%0X>K<hIJt=$Nc@1AyG0|I&fU{
z#^_5O`Fq?`Q8tjKVE0QqZRd+G*bE^?uUNe=5Xi(_n4r<0G@KN~KH87u)^KmRl`tMS
zfCvH#aSfTIENv{_C~br)eM}=Sdgjll(IIPJZf3r0mRv|}&Ti#i`XZMos1o*j<NmZ{
z%u!5;lDH`g62ajvH33x4$oDX+vQASc%|XE1Cy<lL?TF{K_e~<_N;ev>g7WpOR73r#
z6JkD5Al@)cIruj6OlcX6v@x{+M1UQ}Fq&(_ZX&6dD@}5>#G<sZQlXlOs7l$OLDrat
zA7Pq`IMzT2gDJx!N3aA-3qTw~Io$^?YNp%C{Dgk@iy4PnWu-%~GH+d8WZEN5vOQ_m
z8HsF|8P0beqj;eu&{HSno-9o>JCzkf5*tIP`Oq}`rvJ<sMHA3hUylv6z4BK(?^1+2
z>9hJ8r|aux`|wh8=mP%XYA87iDvwN5o$_FP{F^gqR5-@a3P>^(#(bkbl@u^CiUjFO
znRsuihPDaX%I`u&Kq?0xRVJqQEk2Kun>zItq7wHa|0(F2Btw8Dh*7DP$b;U5{xh{S
zvGBkONV@VM^}i8nfA@Oh$FkJw3|@b`fST9;Cgu989bP{*Rb6IP;xa)89kaM*X?gj{
zF~iy1s1_&51QRSlxDi(yj8kL^#MI|?12|fesSL1}U$9rI3LzFWjE-L?fraQA&F(8p
zvO)>Cd>;Y!<Dc=bH5z%PY|~HFITNcWR;WGy7OAvh<dEXnpA;F4T~2!D+a#%pXm+vM
z%1NGvA7nAqXjDEA=UxG{<2=$nIMb-jqjq{(Epk&AYqSM6Dafk+Y9sjmwDN4#>hqqh
zgDYqJY!ZkhTN^)kt~rIFWWv-by4G4itEZ~3@286(yP+%Y3#yGIM2-_pW*q;GmOT4~
ztWyInMq|WZ5pEW167WYpoFUxEpJ!(|X0;7=-_k3SE4A(fRDSv$c$oYT`#SDKS89!f
z7LIONxMTYu50cD5l|qb0KI<wstFCR;*!aQt^niFd*0PnvGh9pJeMhW92<MWZv8HcU
zkMtmo;T`xg-5Z2tOYZN46m|E_yAL-&XZf&R5y&X)@P>L+AP1A)<KMj$!#~q8NlN7d
zCJlj{H0kaHcDzeFc6mq7Ik-_fp6DGWf>3lDJAqJn2SjlQ(9yh(kNI`iHlNdcI`<hL
zftJh4Ex}Hfs-~Xa3(4C)_isv}SW}<3{%oR<cc&#5tlOEMS80dO_Z;5cs*RvE>#*g$
zqXv(uOo-x~gOZgGkX<^VPD+*8QE5cU5E0U~Xk({hUlL2^G<-NPWM&26$GVbN+0wV}
zuF5O@f}P)IG`O%@XE2Wab<l9h$kTZMRPuhyDtT)qS*TtTW-l1{X#264l(0Vdh0k&2
zhsaXhpO<;V<SkYw<5gH{byRbz_qe>AM}ek|O+QCCEF<;xnzQxM4ftOBkDF*Kt+vkv
z+pnv{v)vYbPlU3TUOR|@0~)lyfiOvl55&m~Ad6&A6^W|E3xy@8FkWTdxUb48Lz$D)
z#*6DsFsYNkyx4)MbISVnwY;03=~O6NJN>9tP=Iz$N-|7r`0ertL8VNoxJCBMC(vv4
zdgNWb%#DS{C9J6|Dx*(G)AhJ(a*Q)PX71>mzqZe@s+7Zx7{5=}s$;#n%lb+mcPgDp
zMgIWGq2`dZO?N$Mb1YWdbv#~OXL<gqqQW6a$X;BJwO0I@qbx~~PK6~7A{!8G7(J+A
z7mQc<Mhq{6s-1;SxeU^zVQs6|5FhWlg^xU%KI?p`v|3@OmUvIq4^H3gjK|fcSe^WR
z!3?4r?K8#Qn(tWGVd`y>%ftS1V#>+O$7mvHoS$Z+`JT+;iFF=od)@PVEI+@UV_jWY
z0he~psZy*GP5T>D#}r-T+|r9BJhsQyNMZVlj{Y7^bSW~9RG1zB`z613xK@WZDd|iC
zsT`rq){t^;sJzrAV>0R{Qfk7PQ!f_=D=jbfJ7*{l&Kb(IS%wL|-L9e+nXu}!5Ybfe
z(|s9D=|k{m{gBnDq)CCli<8s(kz9l<_RO}x@vzsT=l<2=v|$OYs$O$t#r^~jGG7kS
z2=nY!%eP%?$evf5%7Is>^$F1hLbT&JXo|2F2In{O8!c9RXhl{n@z90D*&u<bFO4=s
zU%JdFjKOvmf!t&{QfKf>%5AIPlpY<|(#76vDwv}y0UF{ZK1N<}d8!Ke)s5}QbQdwH
zV(j=*MyfGe(#^Y$vrvPl`y?W;i5+N}%lf3~)N~1!ElDhe;if&h*-tqsZ3=B%$jsek
z6xVaNdCj8)b$A~G(Ysq|VT|~$)K9!?6`Q|N&eS=0ki8^*3`>G5SDbQ-o3a^GzKTW_
z33Pz4-oR2AI9||&>k{gh$`znX04MJ71nVs*{ESlw8%_nZG7ecB0^T+1hv&iEv4MyR
zTwf$i3NpGA2_eE?Sa%xpFE&IE?_E=b7q!4bVb}X9Vr<TgmWods-GRL|r?1LMb@R|`
zM*VTxXAGFSU)+jU)e!GQEnDjqzDf4ruF*)gwCeJNeY35@$eNkgLEwhCS9+4^=5d+<
z<8=GJ=>FR-eH2p<%;d8z5HB(T&{f-&5x0Drt4Y4-qW5xw)pVLE*CKLZw!=I!l|cOc
z5da860TOmis+oBEQn}dq<i!Piq}gcOUtfF@nvp#vVDwX{F9HIwxWk5Y+!KN5=#+4M
z#<Kw<=TP}CtN>J+5??jpZxx`k7e6af2!JzEfJR>c{%<jW699mrwSd$spx&tG)c{Jv
z!QrJAK#Cg5FmDXMh<O0^Uu>Br#}S&U@$rd;B&4ruW#8E2W)hN$|GZBr@!!7r@r}+8
zF!Bwb1V~UVvf>{kZ%0n>lJgN*gOD;O6C?su$j^Gs4chpk9TN;T6shHlF^*`*(+ao&
zVFQ!{nlmu03*ZZG1J>fF*~iZNMwANB;=dmJ<r*-zZS_zCw$UT5kcth3019IUR+WoQ
z13KOdfC04LXH)yU!Ld<tqYbSV)pI_$Z4IFL6VZn21;J~7l@m$7lkTpasdMtP?+FM$
z@vzSB_y^^pPi(Mme+M-0j~`xnP%}gebx<=%%f6r{6k4x}EVQtLjkKG%nUG#!4TLq2
z83aKi;te8J9&P_+;Y{+*lVskXWg#3OU2wS0WQ<av#nvVa;ugRHCLkAsRT!6DN7`1F
zh}(lL@S8NkjkOR3XT9H{x8wfP@cy)V2)-=|d}~2`Y`fDuFW$sgs{u6~NR`L$use7{
zUVPO}k@$|pSFWUAID=gKJI9CJn14;_JM(EjZf!b?4X$Bd?j^mr{Zv{1PUC;J6XR8s
zyU^gR{o<^5G`gn~8y`7&iktP<79w8Hk3QPfA3m8$?$hSNEy!@O!P;yvH)LMlNYY-w
zvcPP0_&k~6Ct+gjyq%MUv>u+39riO^KIt8jQH6`LagMTbxxm_BwglA_6?3sYmbJxb
zb9nD<&XeIP@J0S;Xf;Lm(G6lDVYX%Su+O2z7}v-9j(m*rgUNQsh<VvwJ@*a9&QvK&
z(d(cdNLCGC3GHV!U{c8@&r5h_$y}1q@r>b|e<^4(`t;;i|8)odZBy_6?iK&FI>e_e
zy<Nmktr-e`C?fZ$3j_lo{;7BUpAE#b{{IZbGjsfF&rtgJ_cu5g2|>)zFcdpMB02(n
ztR4ZB9lO8yJ3LH*9twbeuNlG)2*A%6e!@K@-G6pfw*Q~2GO_$(WcpuY_#6xj9E|_^
zG%h^dy%I&1uI{U|f<XH5%zEKufG}8BVLTIH1;HRBdanTHWRS#xKp-p;NOLjF^7ARE
zV0I|-_uoYMdj$qzll&2#owP7<<Z+T_<#16J9=yxnE)ixh+n!yoKW;Z`Cg+u%Ex3+<
zl44{@Awc<Q%Jce|czay8JHO;Qg~#;!bsOFCq~<lYK`D6rN~@TTCNmp6O$DI|(m!vx
zOsA^TZ#Uubd4a8}K!?zilR+Y;rQ0tF5)EXBdliv1xVPWw`QI&?I})eVTNf_Arn{_c
z!KqTFvo%q|H0n-Vb{<NsRHq?nvX)tN#zPdHGWWF|CDFh-nMy+ZGPJBre}fz)YGrLa
zP@woy=F+CAsx#USwJxhP<Y2R2gUNggs>1^-43QP!n|`orQElsoDAuqlISVm4DJebf
z%M0P15U%9Zz0#p`^YcsyJO(EE87AD-Lyxh}mRz!tLD}SDvJrymQR7kWx_f9YUB)!?
zX~BD=t`T(;KfHC`J5N;$WwOH98=y8hpHM%t?+HCK<K5oJxNz4?CBkYm&)HS+<d)`T
zl8;M#+puuQe1A^o+)#b_of~`ex$Gfkd_lMvvZ!vv6xCl2xNZ1(zG(AH64o;ysuo1?
z+}GhguQwDA#8AKB|H{OIU0V=(L6M{4bJ#e_x$N=p_-#P%x)#NtWy@|;)Y!7GZzTk0
zV|4y;Z2ju31)GZleFH!<MJsCll3RyVz!2PNtRQu-@RP`M%kGi~;@q0?@HsM|a*ruo
z20bVd+^ql}+TF)FwORTT5M9n@xu_O)xDsLbf_82%^?CpO^+31Vfaj_Zfo;b$-6)S;
zd}#3%((u_djdym=ab`j(XAC}VNWDZYu@Z!(Rq@vV`ia_`erD=>)D+&L?I}11y*9?9
zBj?zYiKW@^_>SObndMeKClj8xnOGoi9^sf8@{OM3-WXie*s8oy5+Co$5V+J7W=vUE
z>Yw62W>>jewq5e@S7L774wouXxCkE3;7`1tF-}kL!uoCET&N+sUdkM-Y1@~P<ZA=`
zr$FZ={6W|6wVUi48;j$Es!y6dc%p4d^v<~zd<q-V=%;3Ic>8b9I(2(0tgrAG`I-k6
z&YOewedj%b$0wBRg0JqKFpv)s1)nVRDK*o?6GZqsCLOa&Htn4ZmAm4P<mYpZwHdmt
z$74I}Y$NsYC7w<J*FA-`Ubr<y7I&T=Tf!6lKWTfKXStNLz_9Ol2oE#odBhIe#IU@#
zM<H*Tos-x1yvK8@AJfOayx)B>XD_!wx2i1bW+oJQ(~qGz9-l^sITx)tY(Bs}HM_n{
zzV6je2~TCWZYTIdN{{BEjs;SmA8&_I#=d<WZm{&bAX|mT`2CbsF;DSNaZgQG%QE|6
z_Vh02U9}+C^g41iGg6O`Z!TT(*Tzo99l(alc-01#KQCx1UpKIB%RbmAgJG0nse5S(
zb7K5ghR?O=TQTf|(anTzmz}`jhr1*7(L}bgjtZxvsD%COgSo0)7GvAYah6&vAEE0<
zYiC{0C}skW$8Qx;k2Ue>u-$*gDLjt(1HV0=dy3?2b$L9Aw{?29RF6t%Z)72Br#PRj
z^sRPl3$C+PX*OBSa(AoGx2}*e%qqam&#)*9z?1e#ia(nqYhKQMs#J0f;9l1o412RQ
zw*;e23A;L~_H1=$KT(W}*Uc~vTO^%V1(GkCrct89W15;v-0G4$+^LmN&(9^i?BgL*
zG`AnRBX8c?a$&!DXBsxiJ(H1f(z1l}tzPU+r}|Z_L`;+N%wiTBX^uQXUBG_QCJ7gk
zy}e`|H*t!j^KR2Kw8hY!_lj6WD+Sy-*Imvr(KMC|U2M}dq78IQ8mBWXoFxm2?x`nK
z<h2wvzO5;0Xh@#d8NK$?{%zbZ>&XqA*mH0-vBzZ5xZtaquj$8<aRSxu<F>u`sgx{s
ztW+g)J5T>x*fB3<Anr$!OIHj@DFfm!HBq5t5K3L2KV$+|t%Qgw_Sl4QVFHz?neFVO
zvVpmP?WvJ{y^75#zupR+iB{GGv)nJOX3~BL!L&=&zzqm}uI0=F2V(g=WZ2F}+PtET
zle*W`2mrnyAT>rqTg!QHfENF^3c|Nc3dc3%11a=)jK&#s70vMT!^JdAsK-x7OJfh+
zB>!a-^FnE^izOU9Qw2IXP30biI(lF)Im^kSZz6~>#SAQvh3*`$e!Y}U!D}7@X~g5#
z{N!e<nu&Wld;AvcFj*BthZ<hAsdlfivK&49x=t>u!FPC{8}*YkkzDBUK$=5-)tG^A
zn_e3?!QTlQSJ34oaRtjFvqn`_6Za6mRPpm+;VHTYljL@$X<P9=_1Sp3?2J^iCMiVZ
zz&`0dgWS}OP<4}G_piY$yJCt1^36Mx5g^bznAQUF*xd$+CqF?3nTHo9ukOD$ZH}df
z;^hn;ZQ25L`NX3ZNk};_MDK797jX&4lM{B5r?f1aTo+CO_sr)UZLmh9{)Pcva$EzP
zW23Ie(h!;g<_F`t2;IFF1EY?mJUZ1LBz^8AS~+`@4yLbxeKal9)F<#@Pa)+c9on~7
zdfHZ2b~?q|q%}Q)Z%XHxDk@de5zi@9frpUchg$tl^>+@H$;f1p1!E3LVExgCL0k-r
zX)B%j(pNoa&DS_pIj;O0ZF(Q*2UV0^3G+#$T9Y~+5GANNRMj+?=_iL-6!A~gJ#MOZ
zZLLZhSd%G<>dCg$k;&%RF*p9mR#fN`(kRd7n>z5t4f@J*HzDhE(yqLKa@RlKXu1zL
zVGoVj6dvWoJh1bhHrbkjvR^eTu7>MytgbC~uxGT7^xC#{&bfY!J~<X5MQdW)jGGl4
z${od=EDDhldDPezO)_!F!Lla|fwwlx3N5HP2B)W6z*Bj=s$P!moWX{oC1KdYF&+z_
z<wPG88iSf+@>1r+C%L*wSK5{tV^d&44#r@g%|$F|<8WYuMLjgw!+$#{vzfTN-Jx4z
zZ)%-vo0nzBke<iVFz^_LOj%I7S1sOxKZts!oN6Mo!`NH{Dq9(~i}q@1Q}~41L2?=x
z+-*-<`Gi{e>uEyRt&xvi)tb=PG^X)VEKU}gACj87=lZk;9XUwtV0W7Dno-=WX^S{7
zu}PoC(DJobwsQwZFz|Tkb@CTWJ}V%Z7oH$Xyn71oG6SGB{;(!^m%(P|^;#Mi38TTc
zh!wG8vx(_0WZ|9`zqc;6MWMFDa$wM)?FIpJPjQN<L_Ik3T6#rHTg%AVlec$~5*-K=
zvexzHOx>e+IGKW$a$6{#F{mBiLf}Fr%?_BLgKxfW<?T9}`Qwn5_-!TXGgVDhRi?=w
zD=ZzLdpzID9BL@-cnc~oIQgd6R71aazH3eVB~eEGEr0@>ViuNkw-Oe=pY_ho-*mA^
zD$pGHL>1du3LzsftHUB432&Q7!*<7S9D{dtD=d0mC=zVGxI4RfF{^M9j?N?JUxsaD
z`l1A$rzaP+8-6G3X|Twil#WtJF76&-Sb%yFrM!n?in~0KaL^^`tlc==CRd$k8dG^B
zE>K~U8|TPSIV-q9PxJEk9!Z+!;VKGrIb|Csj*K^|53-1vpe94Lc;)WEBjsH(&?o1Y
zawDX!?i=W{om#mkI|r*_6^5%s`r_X#vJ+wuZ{buMsP=&@(PM$-J)~&H6W4inMlbi>
z-(LNIVdKSQZBHSBQG8+;El9LX=1_e%C|P@sv*1y?tqMRs@nY(WB7l9Ntq190L8~IX
z)aCjDaHGxnZGw$mKw?It97G`wiik2aJITuNryAwn$@C&tXSB%Bty&XgVjbX`CJt^g
z#OhWH>*!XySJZ)ZX-0!2i(y3Ro#DTTC}mmO(&#Hm#ArC^9U3Y|uA$b&d28ykX?zSa
z^(7%4iFn$CiH6Kwi7tH8{|>6nb_o}{j(8;KXvOlu<<L)bS}m>sx4L#N2H}vhDHieg
zuj#8c?*#L)7%9Ve%hE9E)8B1Ko%VsuJCK5RRJ9gf0BkzD`5-H9l*Nr|QA@`E#i9=>
zgClgW^nydVfaTe#mb7}v8`rZTrUTwF0=x33cVp;FpQuH4W?+$x59}*#)y+m&QvIzZ
z#KD1c7;&;{8fJEkl$ZPjhQ7~~WI<*MzEsqFLSG-rsL|*toyAEfk{m%3Xoz9MuH-kX
zyB{p+g!=xMqQ&m9zwC2dK(au9NINkSd_PoJBVrQ@-*zV5UH|8(D~*&u@j}PttCW14
zKfx@Ct7^4zaRk9$)GPCE2Y6&Ivzja(>CSN-ix!Fw#9Cgf=%NVSwNpADy3y}(C<kO!
zg<h4yt_0;chrakuN~p<jXh{3YGp&^E<2$B1O60#nvCj!bmZH6Pt-wTN2O)>M*h1pC
z5Ksl75H+&nee5j6@_Wf?4L1_{m(Y05??io=FztcKouleF6Nd?db>RVg_lg_-NZHjZ
z)2I}6#4f)oaqH5V<|o&+iI7qW73t8kcAajONfKVlzECXk-D^c=SSZ9xxRY*$<>=B6
zOec`?MoD8hcbp={biJC*UR&ke^qk@`FuG9!GB_xmm2f4FDep{eB;D*1wH8V7yV~Li
z??S@Iym+5d1qtOKY7Rydbv@{0oJ^Iv@HCRV7&~a12<~EI?;8exn;!J`&x^+?40hW)
zON^y&49!|ZERvDi)+a<<LV~fevo68|t)cm>f0tZZe?g;vx-<;15(7_<Y^QW1gnSW8
zf0C3xSkN#y)c)T7>j7sUaCt6Yv?W3#EJn;J&1U<Ts30CAiu8^1_voGHZ}V-#>@S$P
zs4a?x?<m%2bF+f&kfk?|#+l(gi?(Uf-VbmBf|oXo06s&YH%UBS*n=L1Aetd8N;y8t
zdF|FHc?ft0KQrU`iYPToM=jwaFlqiwpXkq|W;m+p^F390qMcHRb1I;`hDbsu4F8$K
zBL0(hhQcXqp_A>91J#oo*{g3#hev=nGZu>Z<2-4uU`1!vA<J!pARXB*7{Tsz2%+mp
zL<{(+U--h^-9Z?Ax6rXw?+WFA#JXAGRVzB;3a5!^p=c+&PfBrxG?z5ZpY;P)jurK=
z^dWrcLKxn;V|t+OwlM_J^7#(!rP9EH&%)W%d!o!H-&FNEjj2%>L%Y!!m8QH1Tb3lp
z_{6m%*kwq)!>hothb*GvIbWYsY4ny9!SWg)N;@L+dIE3H<g*7%NFck)Z4LYuE=l=M
zx*7grGKX-(V|!4(;>&IUwF>57l`kJFx$4$`B8)vYSM~%eu1RBF%avgfg!JaolX=5S
z{^83N_C*|gd%U<Fw$G<A-FCU-g9v<pT^OZkWNb+QC%3MLT{F9$-}=j&0??p@5s(u}
z`05FS88ECHywk%#5$U5b#>78{!Y{>w@D^n3o6nWE`k?sPqG&=&<Or;@_gSge6Z`Wv
z!F}<30GTMOsUkvTX~UEaKm^gz0}3wxA#~cp5d20I_X&n$qS#M)`I8*{`%zzdaY(=X
z4PIKAS1kGsSJYw^ql`PoevGbhX|1o|Vqe<>f4|WyAAI=O0OeR#!M2y(nTf0ncSdTQ
zu!^*OZumikPXt{-HD^%m-Z?4;FXXnrd$L7c&hXPG%9YvF9ogJ8ysB`x)|>nkYY2Ps
z1{2KdjAE-#p%v!k6nRf*X&EtzzboftpuH>_DoY=~U`?(At4SBd+6&7g{qh-PrCZ9+
zFh0DwGKXZ#U{m66{TH3R_yl=(?EUS$&;>SSuZOswHy_fmns3C)cy|iu$g~CEQfRzS
z^dVMrgW7ktaZ)`l<bo3GEyB5@G_L6)ID;k;Hh360Xd^%|0te8T6a}%Uh@{M}w)|9z
zR!Pbm+nFb81a{!pji8tR?irR>NuYgtSiSz*jD>w@dPql-W2?Glgto9`;qRCol3DpV
zykf-TadnIm*C8Cp-iqt|nD7I1!!Yz&xgit8&}!&oIL56A_IEhLo-ECoWNPD${{ehJ
zgTE{xojHa+9erd>{2=sS=4dPwd4-vdzQ$bo;%{IYJD4+61KK7&pBc}M6KoG=4k5<J
zvAm1-Y(5^NAG$_w8v2<2YKC?b%C&yHhu+W+jAPg6S95L_p3twvXzHmA+q-#BnrOp#
zPlW$|ov}X+H<7nuZ2@)uCSvshz<7eb@MYfN6QMK4bI3GRj^}=2eX+J!ljx#mh2D_s
za83krY{c*GBac_0lk~gdex3;XROyH4fAq{yeZ=Q#KO!Lg$%~}Z_i7)Zr}Pv3Lg$Q0
zj5GAN#@*<qAESQ6`oa%Jd^r7F*k^~%NgR{+>HzKXI@<CZw9)m-x7Zkguv29{vWUy&
zS^kmdA<i?4=QfNnpXceA&eDtd##+(@`Vq6yMV_a9&JAZNayfC9N04L=AzwU8gZejA
z^mdeUEy8#oY331*eVN#ZxsI!4PS#ZHsq3u&o%3(O5}7aA`JSD-d1S6?^WeA!T^x&;
zvzp=ksGDnygUqW0KV#sM`A-2>=)GwR8+cwzkR<X4<4Ls89%A2K(ggB|D$buyexGDr
zoa0)S%z<R?)RwwuY&EXoS%|#n7CEN7S&DK2{VNPIeq`B^`@Fy$$1VHYiaoVStdB!K
z(o1Fhw{sXfA92b2%jUs!QfJdyXD%b-x!~a(_a00h=F@hDuoUM#QQCW{_6Ez1=pxSF
zd=dk-PcT*I+7erc1Lz`c%C@xzdlE5L*i(CSGYT<9#_vCJuf@3Be2!}oMqdmvf5Y+F
z9RCBRn%A?w9tmPk#;;N%AA_{hm@H$N9g8FOC-VrK2eXED@(jmc9o~;Tlp6zC7yRr*
zC)(tPw$I)yd^Y3m7Go!_6+Vo<Yy@Kzl#g+%mV{d!t+7_X{1Yk!=pT~JzwnL~V!7df
zTOSCwEGvju+Ri|%mSqL*mFGAZ>7<R2Wd-lp^3YxSamJ#7NM<>Vw0=CV3T-x)MvbSR
z`W6-JyN0nXMSBcaXcqn3Kn!J$aFw2lm86YkyMpy%F^;Gs<`OH#IN|}~I^t$IZXjlI
zkCp1j=%F1)ckKjuDW*UAjAu}YrP_O3uY&V^^xYgsJYkpXiLt~+Vij?_99KbKkw#yY
zhU<tTVgWIjxRIDiEVt>Ch#5qwDAh^0jp+NIm`fhVn_u8MM<-mzavsaF7$?u70?UaN
zcKM))N1~0->ML!UKw6`E1oIgW3-ly(6*izxL4h_CS;k17IpdFv8HLzwuE1pDVYJtC
zaW~`EluPATzK<;CLU%CtnLz!%%W^W&irCEd8Rkx35~t`(9w)6m@0=*VCf;KIRd#td
z^Q?22u1(=t|C#TA+mUEYMkj3s+*&cwnK{{iXrKR7{?{N+b7C$1k&s8oc_z%OkVne0
ziT)-c%S7fRLXMNH3z_;;4k620G}D)2qL4$s9jVMWMrf;ej(J$G^+7u=5tG%&_%5yB
z{`qL8jYK)uU#|@(Z=H}R#;GUKLA{avLXKOQA775eS|tkAP1M0owo|#sWvriNIgq*X
zX!7#kKnC%4(GuWSyJIKOR~w620{R&QB6W#w$Rp+xU5LR%PvS~q2H_)y5dYWKp?{yt
zJfsJ~{Jg#;+Y5-=aQ<DtkjNyu6CFvbXPLzE2du6?!uk-_U$^lY@eMJZ^xAMfE_3`)
zc<rCwC$`&fgBR@lewY0&5V^n8#tLF5@Z<9=w-F_rKaC~hQN5ex8j;_#?z6{#5`K^T
zG~ed;9(%8|thbQ7;-{c3(-vY<m@oP7_=earth3jQw5Qp7?zMRnxc7X!o*8aE_pZN@
zXhPc8HgDgCbtH6H&umltUhpUJmN}!3XDnKRXptWq4`8M_jk&E4+46UJBDWcah1y)k
ztQ=Hni?LaInRj;)vh+%HX0F_s`Ar<htktTSpE5rY^Rx%)KOe+M9rnMfu3%iIh86Me
zy({g1msLpH6BvT;)aID2&Btu|lG(J+Ju11@-@+2dP!t$FIi{Am_N~nQ9Bj8ijuAvF
za~^ZO-B@9yG5>!Yqm1XVNXGiX%v07d&+CXKW=rN;|Kzwgm`mNqF>^88m>7CjO%MHD
zzB8D^8beUY*gBE&4Kcc6ntl))$X92^_8!`6jOD#B+wmKe8H0FdHgnx6GAC`XzlPhH
z_jeP}m*X;XG55NO`uYU5^pjJx>7hwRDQb-y(Zt-v81gJ8*kvwrSXmmWs3H6|YDB*P
z^A>@CV>!otg5pSNe$IY@bM|`YV2O3aTh81_`bMmAByw&d%A#vnZo&fnUd+&0C;l8M
zjaDpg#6q)*@69S)YfM0)V+i(}Be9$q8{tD+q73Aj=U&iWBIQ_SW@5T51&VOP1tsB7
zupsJQ@}RJNn)_LNQ=Vo{#4>7hxNW>k`QODv8#RuO9N!W99B;FHJ1n!5ziC+BNNIio
zi&$WO#GK$+6tTQtloH4JCTxr|Sm9`kon|jQMEC{Gv7U1U|0gBCVVzS~jszR^Qil>z
z8?b<R;uU&N-iIf!mUg+;FtLpJ!&utSt;S`zmG)iB`UZ&#Y%o1a0&|K&;~ee~5c!z)
zA!_)ZUQPRTOKf9KT7zRo2J$3kVUg;^F*U?o`AHn34Gv<i-=7$0EWkYidL4=!MJS4C
zO*vmfh2w5i#AI`w=0sDXA9I|I*d(CN!(P6v9y4CSHGKQrVGblOe<PSL^G$q*xrpOe
zAWc1uSNLwdF2d{2aN?r!?7tXCh<yb9<yr*a9{;w#VJ%k}jFr1CW&F?Z;YB!UBhtRa
zb?B2C@U#AXJU_y52KW9dj^dTZFp4=hhi{Q_%qREq{OwZj#<M5r&yJZ6uHA_k7H&)0
z_2D*cY8r7T&v!XdOUx388i3UTj^UENTpNlxx>$Fwe8c8Ro7)7Rk%#`oKr@AF63kIn
zscCpr@5*r-=}Ye;Jz8QJW!xpf^@Kf2oBRXs!5^^RY>ih0jBAPB)Jc69(VvH5s$oRv
z#<7de<zMMOa$cX=_<`#*!5!*yylB41^Z1(gf#4c*^m^>j=kX5K^DYWBs*62X-a*<O
zyeHxE9n@a@`z!T0-;u{r9{r|X8T}?sna%M<BXlyG>*GbqvEv#cNj;)GDoSIST3{^0
z@5806M`%f6O}#&09K@RfO-^AoF+e}fI7b+Vco&nH<E_R?qJbCl3}#1Q+)Dkwk7vx$
zlx+lxjS93e3iz(ug~i5mET1N7FxMEv_DRfDKO^2jU*k5?Z^T^l1lPEUc#QGO!Eukt
zzg^Ac+rEe~a02aOve5&VISwI7{|2q~FX7a8(8gvUM}HT?v}1hpf6Vby<?kuR>J#_|
zK8bAgUU=2D=&1jd^*fMF+w}5Wy!s<@yqG(ean!3Ff?tcFKl_+(=zMfEmvEo{h!=J3
z8}8pc^o`-6&pXJN5M)U|sGnd=jbZyu`ot)rX=t>uk@S%mWWI(gjSq-2)X>Kd5~b0O
zeM1?iU*H?>dh9S1Orwu1GrEU9*TwHYo<@wmh%q{s@%b^9_c2fTp5=_tf03_Fw2dj0
zrB*#2^6TZS*C1%_Mgre133@tx>tdGUIp<Gkt3AOSw;SL6qOXwq{T)~8X<TC&9Mn}i
zZ7brrM=xy{rfDCsoI^|_ZlX?`qnCIasrNIF|Agf~(ThCy(%Z5B6^_5rE^lFJ^6j6`
zJmV}jFn(NV<T6)&ojNOF86Z7}?+G{Z)vYY^nCl;A*$z!LKi6hlQQpD=wTSi3$XDLO
zeEsiy=T#CdIIe*6-JJ6h+-f;(dmQ6!CCeB2UdupNtu0#dP19a|n&p2pc^d5PL*f)|
zM%WweL)e-zpRt<uCTxv1)GT6aw4qMY&Yt4fGvRTJ3)0>g`};D7DHOJ5w!<9W&!$|r
zPCrchdY5DR6JyEGcJfJ?^uDy4YRb|ISLp?qqIY3G<<eVF*7tdDguOk(x8Mz=J;phU
zh==9xsuGwhOw)IS-Y|a0`kz=|fC_CN_o?I9EtFvi^Mh=ZnBq+zIX53sPQ8h9qn^c?
zi8GOJbe<W{BEI3wHlV-glVc)h=i^*)ZrjjT&qBU9Grk+9F~`50b}&&}M*g;w-i7;h
z<Qd$HiRwYNhmwavR4A`vrsiV1IofM$SjM86`W|yvac)bI#5YDR`72a!=Dhpi<hV|J
zM^DslM=QM-?^U|^Kls?UhvnVuTLhQxU_FI$-^uy^pU7$C&~9I)?HPP8C@e=19f)ac
zkE4%VPD~4pHr=$*8Vqub!<A+$X}>kh_Xf#w1N(xsm7nOhj?zzFK|gtneli&PoNt3t
zqZ$3A@Qd%$E@MbfX1#=1#Wy1F6?4rg>i2x-bflmBnDsLVI%d%pd(x)2&~CqD`8LPr
zpslXcPfo@n<8soDAdx&?$uXVuSK!b)qg{hMt)&ldCgtJ&LKfo_-b2bGWFe2uBC_aT
zk%te$@=BRF&S-1PGX;IkJ9!T&3-kIp%r}~H-8$;0jQ6IQ{wA@V@7c?E2k9&HqvVVE
zzWNYm>c=SWD)P{VW7hKiCh{Iq9%DK0-S?z7;W@m`Ijz{f4GCr(rWqqcZ<wj9&!CNb
z$a{E}`;6fHA1Olz-ostIhv(pSxOsLJl=~=oJI*r5_uodw|GNRl5`gbhFmA>$)<fUN
zck`b~f10_$Zy4*}U^xK2C?}*1T#Yz039*ddh?)hM8`yt}?P`|Ed>?<#_1?x9Ba8gs
z%D2W}+1@2+p)-v8i1KjUIbt_uJj?MPa@}#nWVAL!KJo>}v}OA+-}8TAxd;i48t!|N
zdhgG7+${3{0mjKSI-ymR_`6zn*8PZa_*u3AqE~T^1lC_enJH+GqL)co^_RKMQS$#g
z^7|mikRR#?<{Y-4Byy3%JPUd=@;{IK59ZtaBg)`qu4;sS(5MUjO7is@%jIxJm2z%p
zu3yCWoP+#NraW9vUm<_*(AjLtej;ij$E3iZ{eX6uU_6bXW*^#C0K<)JzKL>>#$30O
zHr&$K#k+VC@lguLbR*^=nKn3pxpy-2&|>zB-zD^=pC8~jhyg}CZQ~&A{8PS9&!LC<
z58A;g-t+#bP%9aGz&qhUU$qDNtK>ngV~*FIdygS6!zj}`%(*)tnYL4*e$Cv$hk@!c
z-urC&kPmUW*^Fx!AWm<C6b%^0{M}?OSY?jFQsz8Wyn|KDX%}cksM1Ct+Uz8M=TYUz
zU>@I*@79Mg-<XXw;~v`HbhL>Y!rXB_b(Mt{`g63yZs@}|N12hzJ8PkoaeBOdGxazb
zBh()mi%*7rq+N|rzr+Z~<H$F}zZLlh#}DBdb>sN&=;z+W)%1T!oRiIbvzd8{ese4D
ze+~U@4sx0A4K=6ouD*t1a}9=y(x~EDPiJ`+@w~U4ct1N)-<{|yIz`PvhPjS&9-!{M
zERV3P#z?9EZ+Xu@p#G;|0N>{W4BlC@AJ=?<=QaZi^sAUl45rRAk;nX`g1)q?KAmkZ
zQq{ZBR^3dW{3W`ncVdKjoWAZe!o!?(HSL-{TwBaM;dY+a!;ByA$h+FgTuIswh}PG!
z%tk8jRh+&Dhv`EW^WAfpXMC7vb(rsR@i)%HYPLY=xW0+>H*uIU9OfJTF#D?XX?A%V
z`(8zX{M%YP>|^fO#xWJ`nco`BGuzV7<Y=dP2TJjXwuJATQbNTXRpcKUbB>{SL<!+O
zB@{ZuoK(~w;XQgp(DhMr{3Bux^X^Bq(HO5jOIe0uyS4{y&3M|`4#a4CLVwk&sn4#6
zGhF1s$9Lo{Ec+61*k=r6yB7P@jRK()hEBSIeLRnSwE2DPo2CCTTpCgAYs<IhB+4@%
z4>3n-<9LVfh<%jj0OiRd&pyiY0=8+7z|Yc8pX1k}>C+dHz7^Zl0)f!0JVRMGKfpFY
zrymyMw~0BtAKMs*)72k%K3j1o??qel8g!t(V)Qnl_qp~+Bbs;XeR$|!E9gT#%%l8z
zG0PX&9tV#)mDmyT^A32laTsaNhKFw;5B*F9`5hz6?HnIXAK4Cxw8^E+1vffA=9_ah
z{kxC4e3oT*^1YaA9AHd2D&tDAwgTz;Lwr*V<sLrbamLBQ@SZ#$kDycTVy@pzujKf0
z&L15*%NTzx`xaA<1@t*f_4$-xe#oz#q<`5&|23KOJ|O?Ev3!>DY$3lr*gnX$k8%x#
z^1Q%uGe$Zb+zae~mi?)e=UMstA&)+h@)S{?jg)68Hbxavo^Qy<A<FZE{2gbG{t3q!
zyk{fH<8tzM80kiP%CnpMa4$`xJRh)rn0tJ~v80QCi@@BW8Q*Nhv_+4$obpVgJi95+
zBFgg?<zXDsU*}xrx()AF@n-GGTuZ!P`Q8+7SIST&-ml{A%J*!W$lH~7sZzdM-y_|A
z!|L~-k9@yo(9a*jLh*Jr_oIh#f;QcgKF`T_=m|WkuMVBk@5c<@n{w)>)KEe{>Mvoj
z`W7D4kMj=JAXz_$-TDADVeVHf-mi?~O~`+(c7%TMJJK9%Zw{R>6Il<0PMNEbXNupA
z*HPvZ^oOx9^*b2b29UM`73S9*|0@0OtJqFd603>9#C^m<;s#;{QN*)dsqI7$+Cz87
zuED%JqxEY^Z%sQ)$7sqjm-Wcsdd2S?XA|OYqZ5b+i0g@2g!sGhWS-$lVh>S8tRVz#
zKXJX?o=q%ZEVPLI#3tfVVk+?x@q6MnVk5DJezlwU{l0nw-}$r9H1c=ANEvxIs~u6J
z)P)u`ly;sN$v-0TyCD`v{IMNpgbx$`EaC?u_a|a^e3zxEn=qEKwYgS-p*$0>Hh{iv
zGJXH=u%6gMtRc1#6Ntx&n}{96O1+FZ;T!mU1lkNdPINZ5)3yZe<lAr|g7hCZ8-HVY
z8G`zLme=5Bvn7JG%b@ya^fb1Ret>!J6<A|7!5ZUjj&IFzqP(7c%USQsJmDzUtU%YO
zK8%gY=xQV~79GMoeHPE@D~zH)Uq!#NitSZgcc#9S@4>UUO1%rS)D@Iz7vBPFG0{;*
z|LWlR9^!Zn0nS~e9mFi{@AzN5n+JGRMf$kEQ}0daQbKPbAl@K^L@*1Q1T{!+QbZ6b
z0-=hDGyxGsx`2vEaY0uF5fy?cxQbXo7ZBU3xFQ0g3n;kjf(1DLcjlfGZZ4p1`Tg(n
zyyu&lGc#xUeBV8D##?n5FTW7BOd7iXl4f>)#?Uf}pugq?^|3cmo<5XE)raS+x~Q_M
z`lz}PC#k3|NpiQY2YS7#6Z5B~uFGI?-9tQ|dbqzx8}jJxT#4V2_w45-Ogl}r!*aLv
zIQ997wfKlEHeZ(y?2pln7g6tDaQDU5e}((19z&%Ha;?)urdUS^Yl8m^Dd~2?Jq9^U
z`npSH3Sm>NJ%l~Lo;#m?>J;uPq`;kpf34hOH8&Eh=B#yJQEmtgB2W4jn|`T+^*`*4
zlveg0nS<@#%BcY+w2*nOC9Sa6T48ew>rN~CCTSH)WL+ysev62oN<1Z7ac>0edKmxP
z@}|>Vda<|laqgrH9(Kb&B?URvR%=kAOywC<*~6wXcS<?evIqVo1?Db!!g`fDevJEl
zc`S6hG^AY{(st7rZ;ePhmG!@&^@XHikKW6@6m+Sk?p((Ci>%q@NZV3sV84aYm0QuC
zt(;Qms{@eDB*ncB*@gCRi!NIZcXKJvxXE^Jq%IB6z4lR$lY}op-m24=*Y#^foHW*0
z>f(--JDfKumn{!E-KfW8bipl*!?);%Fm-FmI`$s-%h9)UbUzl@t0_||@s<#;J8P1v
z&$W`qIO#ySCR$$-r!@V)j4~#mFZJ?Hxjk@CmPyz=Q|$UY=O*fRxzs{morDfGJ5*ZI
zf;mvsZm-D_*aQn;HFSqJ;6d2vhfhZTe=-1F?pbK+R>fXalwz*$lO^aUkGY+ZcS0#R
zjDM;uu~MOyT){k8!aP`lzPrSo0Bz(k)_|z|nsV%yN0{f=y4NyazK~|&x2Z37wX*=~
zvG47s9Q_y<{mEwp@pqALeYqVQakw*xdhM5~=3gjFMag5{=Y>wv1_h8o{LxZC+QrP@
zspw4eD1SR=2w^28J2X=|uy3_cZu?G|QdFNX?3C+ueR#gAiz=(CkFLw#rCv}MXPi8s
z?xA}xQFUUUzgE?S^i@LL85`6ibeHsT7swFjRauPQdX%}+(5Wkn?3-n&b&50v*zP^$
z8S+2sbfs)H^n0qKjFn5--<Rlmd@S{_+h0R3e*j&43Hwq##zhtPb=>=qf0tWAF897b
z=ibAb_#FG?d<oM}(`dH>Y{W87d3o5HW7N0iNY`L~hwI4--M_<Ro#vQSWn8txc3h5)
z(au=`GvNdLYtf-;KjvZ;_h#fCX&2g!-LV-mWVy55mmhQQ1bR*ZbLVdPp7o=5_yug;
ztI#j*!)}_xJQ*SnI4SHc?U4DDdoi-2BssHai#{^LGUR3JFz$LX6P<f=xHMy7mHrR=
z0cR}fQ%EyMGOZKL@9m7ERg%V>xiqBow2K)3cd}+rK?e1i0!ztH)raS+x~Q_M`lz~4
z#;QSGu;II_dn!&*ou-hM`Z(W9*O0~9PF+IXh_gVhp?&6H$3B4VHIucWs#Be^b(J~x
zJpAf^m8tR^cI=bb1Tz_15$7*RVGceccj@}9#}0iI_fpcOk*+5?S6I>*cXOBzb==Qz
zpCMjn?iC=vW`3-d40jpsbXm(dz9N_dLAzN>-<>5AnvbsVJKXA=fWi?g!%4B8!e$bM
z3KKc?7uc@AMibUFekb37w?%%)ps!V&g|J@TSMOom-ui!$v+tl@pbc8dGx|MX4QX2J
zo#>f3)Vs}V(5W6`?k_>-%wx?NEltA{rD@`H?Dy!o=yuGPcGwc5aJST?vbSC$x#p*G
z5Z&gWl?MIfApS=98{uz+zmfHjJZJrYO|=hweXl%-KL>vf{v7-{*dGV66ArS@9<;M?
zZzat^_LS0)C5`-dN|UXM&?owS2`<Bb8UD+D>-k0Z`(5DvP90V}5A|N{+;|<&eTSyP
z{r70!OETlImTO3|TNCO@GVPn}J}GtGZBjQhM(T#^O5GAWq^|v{<hccs7tWQuM0DZM
za>+}0RPst*g?}7!x8#-0*8gLU4&oJybL-hSPNisG38RdKfm_9obtjZJHYP5Us%4*$
zr<2mKohp$2BFQV4CV5G{CC|z_J2p$_Ggj*;`wc%~rAOkAzn>L%U&Wv0dD=fZ@cZ`z
z|1J0z;4k?1{pgIsJ|iVw5-Ih$NV#(74-5Sh|0evO;xBcsU#Iy!Vc(u7OwEs-?2RV!
zA?C?W>?{+TtS9qBu^xVgt0W))4E!_j&roN4%|)<EPO39Q*dr&g{Z58Hlir#Yn*4+x
zVf61uovl%*Gb%7qolS}LW3Tj9I4?(0XHa4Z_wvuiY?022;Eaw64=6gf;}f5U^P|kr
zWE973i9CE(qK8H~TpV>@^A`D^h+<ERLOYIExZ`9bO!gUx-rf!-v)4um&hkXbFFF@<
zqkr}&I0N*9bWsH7fwWX-g#0r(mijLnV*Fk7nW3Ncxutcu6BWMy*`oVA7oE0qto$`p
zoS1m|@vsN#wpV8sSVv~5dLZ-deD?2r<aX(-NSq;0mviOycp1J_j+Y!LKZjGJQoVZ*
zjr4g(S|*m0mVr$8RJN$|!)kp{YeTHN<Te>ts;lHxxI(|58>rSSwU+$<bo*z+^8ed>
zocGut1JpbIO_HI{COt2?us7UL2EodNri_<Lv^ykhmqiJKWKrl!eI{kTI+tRp|F)Fw
zJ&JKzgSa)2Taa6@8!E_Nt3cM6KeET=uny$NAZs3b-#lcFtc2}WIo#!B`#EPg0{IjB
z+fU?GY>)Olt1A0aRT*#QvafgJ{?*ZPYX+cS_CkLiPCW<6czrKQS1ngD-V}j9kZ+0u
zwF7y+vp?bOGX8g+5sD$9XB6!BY4L<BA>YA1J4>$fmP~W!(1zG#ZhKi75Bl^Vh1r+3
z1#4E6;QI&|p74rH*U#9FEqLykocpnVi=OF5qJ8KV;s$J`fSY{oRxlS=D%~kS=|qZi
z@;@Tag()ZfKM1`fH}t41QtQik&ycmaz?m`KcE(QU1*3}6-C!}SgEi56W;pIlR?UDQ
z4|6bWd4&G=&)mUnKG8FH^L(~P38l(|3g=n$I0fs326u3N&zBi)g(&FMTc84AmqEHu
zMhr;`t#@j-_p|ez41$&C)O)|r`OfUc5MIl?ER;p1+;i?t@a4k)Ql9Of;LKNiS<j<0
z7Yn~Y{Df)r?Y*+7L~7B!{5W~Rviu4~X%hPLjQ;<@8N)adhRQU>Z^bKdX%s!CChN0v
zYl87*{W*Fju!!h6z(vSKp(|+D5NlP(xHyVn{HpV#tgiv~A;!=l`j~aqy+|ghwJ-EB
zd3}7gech*+kKA_#VW+Sb>hq^<q`keDcpGH9`p(KneOt7^{7mL1-WEEXc$-Kd)w8Wl
z%&9dpNx^zFNu5Qp_DZktoAMI8tIPO=EVEC^GDp3S?QT95$k1B$Q$+^PgoM{+Z|E1<
zo7hpGhpcD4$GSX*G6Fi(cIT)JQuopAb-e$8wdW5v@-Lj`{P$ED+=cQI?vHVQc%k&f
z*~0zq@p06d+?af}U|Ua86sub;+O?MMze4rxssC+hOLf+sum-`mrp^u0JT!%}JS@FJ
zcgY_1(Vv61(!9#P+?r>OhrzgCp-(FFyb<zJfIF7(w$h9K>ct)x&t2GPc`7gKEy~-;
z=N{659YV(sVT)^dmQYEnR}`aus3hfy@@$OzxfpkGRNFO|&bqCF_mqZgb{a`Z{hl(H
zHG6LK9i)0ssoqhlc)>eL`yLsf-%n0H`@Yg1AdS^~O7&jSZ7TiLJ4)t9Ki1BEI^Wai
zJqKj1ox(c(xD2*Fk}=WuM$)tBz0s4*iAi#aeg}COHuwq|qTW+Fb=m7y%R|9?BTJnR
zdjlJ`6n)gf`^deVJ#(1<-soMqiGI$pr%Rof_eM>F_kB)z%B;>xs`q`r=yL}8ot}E%
zr{49cct!8}GN>o_T=m{Ic<+};JqJo1^?pyE`TnPraXZU!w~w@O8X09BWefC?GWPxY
zf5ky|8uXKK_6w4YO*hC??@V8Xx2WfL#JdLFxtEO8@B6T^?GuDuf<At|4989wVDFae
z+)K&hJ+C$O%yS<mo=v=5WRmn$|MR-txqpm)?I3OKUE+X}Q+?Ss&i@nK7!zL2m)+oD
zUn>7rh(NPwp58CWT7Ld3;0fpsufsf84<Et;=m|UhI5Xf&$bcSjub)oETL-VgT<8sH
zJV%wUb<{0S+1E){pof-7mMw~MO{KS@OoBY(Wcj+=IQ>4Oud17gjqa|eANxk7^S85H
zDBOC*SYod;vdulLyLqe$k28<&kwSMQ>*t@OFdShGeMJgGz1dqbNt0=+GsB{=?n4j0
zPg=RJq5t`C|9X3!yd4nUZd6nMsj2@EV5Zd^*_`@kM5Xc@Z;P0(MzQQDp)6TrJkPxs
z2=DFlAiM#W0(CXsM7}E$|Nlv-y)-XzJ9|JNM@HK(kY+F1AqQI~2Z;>_Vm~7jp-9R}
z{r%J}>KiS4A@OdcTwSprx=MZjKe(1b|5!(<$5Clz9+d;o$QmU5;Yxckb9=G0vM!PX
z(8xL^H$#q7AP+;1bv5BvOC$R=){@uc8qywA>EosKKJENI{)KYVsbkzgUI%r4@$v-n
z1o0k~llBfdN!|xl{_)bTF9)HKxtaV*%SrQ1WJgtFFB_Uc8|vN?@Spw=UK2U>3p{t$
zfBI=y=YQk2<~;K0s5~=WeINC2u~a6+krC@RABv*B5sTrLV*Xthpt1B;xC!USULY3*
zSl>wJ80<LzxqK}{<ER<yH#4Q1LVpi;mOm8p|K$P<mo}PH7a+|3642K>^KX$PL*r-=
z>o@yHvG1ZBXSpHPkKT7)*biDOoPOuWt|XO;7{xQTFpoB}Pi0CbYubb82@{-dkVW4=
z!2LhL1AbeMkWT*hox!)ASHJ`QxSIeSAm9H+a$L-Jmy7-HE-S-8|2xaiaX0b5t(@)0
zc`W9e$p@m}OnU31oT)$<TIZRIp(gH)@J#V<DbJLP-a9h`N)z@kWPRk1NCP<$+1=0o
zc=Q|1(<k8jv+~RU<V*f{mUqF*Uy<El@>!|B(d-iCbUz0@nz1y&-X{I+sWJ-2IbE=$
zZ5`gveoW7yvFyte?RMT8^p<h<Kctd*j|^eHHB{d^hI-Pkw|Z;T9CPQ8{%X=bB@?V4
z+1mz46Z)@_>O*v&3HqDMlgy<K?7LUV82eiG>)Yk#gok8&_&XWzZj}k_GZR9G<hIcL
za+{j_Jg1hPzy3UpC0HNa@AQAd<5c-nnSwd5o)P4&?uGixgm6{vTQbDCHJX3y`eHuh
zt>SqViqii`I21jvmyB_y;J=RWHMEJUho3%f?HQ-n40Vq-wcANU)dtqj=voIQmAtCk
zpG4D{1=!=c`dJN&(i|lJ0M#e$WPCj5SraFyZ)tTKs4||Vzmn9;glyeDK01C3=-Iag
zsP-vFeEsH-W=^zyVxiy1#G~pS%X$0qL*_e#`bDwtlZu)J{&)%KF6nl6?+DLM)qOJ!
zdhl#@k1>osJ;ClT^`MD;3vpYp=G+45=$s?GKPueu=$$=TBb!PmbG(#bEv|$v+szrv
zT5^N5u*S$>^A$-^>yA@JDp-G#F4ih+*lFz1Pf2pPJo$ByEcYSlrq+4Z9?@%cuqMY~
zeJ9<6{lImQKS&s|cy?B>#*=rBS;zZ9<*V<Fi{|U^Arlp5rneN16{YDUDbTIxIUl0y
z52JtY<$g`{e^q9G4~pAg^3<MSWy@vGa-MUQq%d#u6xQR?8r%Lxowl4@OxnxM;Znl9
zgMPS)J?lm!Y0X*Qd)5(YX!Vg6rYl>~A-0-5q@>wE)~ILdw)e4S`0XD@P_Gz<s`Xo;
z+km>nL;d$e!R~14w;`CR8iDd=s(0F5E!_fCTNWd}E%IqUP;FTZ)edo}@es@T`kVGC
zufX=Jp|JK!l0vt+YF8g!AM#Lf^gT6>T1M-y$K*GXZhr2)YZp*=bbp;D**j&em)_Q+
z=$eORm{W+|SQ9&>JAK@S@b4(+G3rz(S35m*cz3%FwiA6|eJhi#kG#hjw|VwN`Y^hO
z*RUD$?keeMzrnNAzWqA)_mTE$`g<4YzGVH*#QstH?`^EtbJ?Q{q>}X+W9yLgg$dTb
zq*r)^3`?lb+O(Ja?qMzQu*05ajYXf}Ipwup;P3s#h}Anf=y{c=$`t4k>KQ@a>Rzb2
z3=RE}IX;QHVJpV#EM|Xi4bQWRbdh0%EBxoF{8%H0vbPPjn~*>CC`w;kpUKlY2=`Q*
zS})L6w1M@Yv}4a|Kwf3-*3ook3kliF^s{QHG-g?O%jziG%(>FQEFq8U{Kt^LkM5&2
zGVC1A)w_nWo(<J)qRM=hTqUXN*VHv#x0es)EQa%Exj8_$S1j@MO(&0ZzrA9x9%Ed^
zp~pik=j+?n=$_y{##{iq8tqvvs@v)D<D=_D9y(6Y=C4Wv>s9Z4%2Pv^L&aH5SyUP|
z&Oc&pQRBXktW|SDuPftWwf^?9pS4+^-5hGK0_LMy!!$}yoa=q&E@Q5a^ZsQ2L9eCV
z?1=O?Q@j~wcTjVCy_8^W$+H`%IZb)g8ckYsCv-LsEA`Cna15&B51~)};Ol&=eEn=X
z_qrnA^lhKHQGM@pUqAd2pE16U_*^va(|i0p-t^N1d2aOmdwi6Cqt-8c-AzgN59~#M
z^S*aGG56LmPg-H8PL*bmr=&enHrhk5>($&+<Jw;{l(f^mp9A!`yPNQ~(#~0ro%)1S
zw^q>35yH_?oWFa!++1&$Q_ov&pYs0YI^KRaOT>B6+okU}q8xE{+^?kxrHZQvSMhd*
z$Kt=vTOLaF{uRE=+aE@w4;?1m<JjFB$YU*Tv~>4f(i7%91^44uXBrlhb^&p=d&}L{
z_&0d_)j0?EXTs(q(fXA>^jmR5&!8)A7D?FV?Mm26nSS(^he?}oz}ugo!Y}c5>2Isn
zQ{OeX_j}8&{^}bbZ@;a=D-iZ1ZNHFx=^?pH>y_$zq%-7w1J7jCgsSp9G;#;c-ld-$
z<z@tg`V-Cwb5|1&3&u@}_NngIN;=)H&^YdOr`(t0Z$^CeU(XT3E{gs);fzK<`Hi@t
z6_ORsr7mr$<0|SnojMN1KbSgVJtS14ZV%Dl|HoMKWZ17^_ws)EzrxIw6;R8}_1=ed
zxNkuohZkTb?C@F7y(geG?&U}ax$hi(BA!+<Peb4SH>m&N|F8JB{~!3Bxa)qK^X+-X
zIPkwE)a<wMb)ziy*MGon-(ME@$FLfX`n=@d8{)eg7Sla0M6l1sthc|Lz39CELqci4
z&F@;jJF$L4xFzez620au4|QVw?#23jpGdeA>3+|;`yT7=-&lKC?^$biu?8&<FBM62
zS(8+F2lDwnYujtAZF$5WNgnS|rq$##2mdVcc^!GBx65oTv!M_kfeB`7Zvz~MqrUrl
z!foGuz-NP>t{UzW$Um7)WVQYevYQNaX6gS^F4eYiE;juKG9k18eM0?rFc4dHG^ER=
z?$y}A*sdW5mJqg>{aWqe%0>?UbKEZ#-S>!RNn^*9#<oYiH@y7{^}Nsk?9-lv-6Hjz
z5xy-<Ja_il|2Fi0BhmjS#wt`ARTlN%h$^cl)~<h0M%z1y<D;LOOTX<@_3_p)exr8z
zHo3w54E~5d-9!3@CP=-Is{0q@^9pt7B@><A*x{R4zZ)QxjrAz{U@~^g2Xc|M2EDHj
z_vS!z$#5=3hkTiPf0bcwFT#4t5N$gq5$@Ym=ygfXxA?E7U9SOU7d}D#z<Hkb8b`Vb
zlzT1mdB~E6&H(0TDmG=T4X*4>r6XdSt8}U?O25-(-K5jyDZNnZhObl3*#A<=)4HE>
zo?>r$)cdpbu5aI=f4ZsIPj_KsydbUJGT3(A$;)7#e~R6p^wFCs+t=DwtD)w<^*(k)
z8urpA^fP6bJfh<cwI7xm>icuGUb*W2Ov0#>wi}eL9sEDqODegw@sE{D^!vh*==+yT
zqC%}p?(^t-kCJvB?f<F21`=1>0>K(x(_e#CTZ2mD+jV_)S-&oB7g@g$UR5qGg8Zn*
zP`ACR5B6nAt>c%Yj&0o1(uTfnZyk~L?l7t6J`(*e!nug{z#gTZ^{f-DFQW<1m$ufk
z<o}IyW1jR=ed5%m?P*i}|AW%yFNRyCCgY|Jeczd|&g{ee&4J#xW@Tw&&u3kj%X62Y
z&)*97$pE(|&r@eywo$%TQdg4>xje72bhMgFUG;8K+xI=ZRpu0LmDNb<nk~Hoa|CSk
z{)vt5()VEtT~pidhxPwKndaAQ%YTzZ%aNMsdim&Zz3s;I`Ni~g0cCxjv6tc%V7H&J
z9+v*<KNMw;1nJy&XzvfOY0FW@T*k&_z!-5}W$dh$PWIch%~Dt^O=;^j&Ty%#uq%6~
zoYmeBZaL|PeU)SFrf<fP_dSw}Ek4+KigvkHt}~lqm$t$GF!LavKA%UM^rVfqQO<?>
z-9~Twacr~s*wWQm6N3MiPRkHGTk7!4I@TGUeLd~H7Tf+S;=h0$URugC)@xgfX@?bZ
zojRY&*h^9K!Y-rF77wEwL!B&1R`bzXNB`}X#?~Un)k@m_Q{)YBGxKs8ZGS@g8pq&k
z;yz1wRmPZ-|IqZt78zuXmtIy+{7ayZq*@;`PHvEz<}qmxX;ypEjFxWn>*d(qea-JQ
z9nD9jt@(g7Gfzs6@fu^X3Twt^^m|)KCC*!<L25dq+f|oKt#-`e64I8nyR}sw8~(JE
zw7SUxD^03cb>#-THtBwnGU^*e^KSBK7mZgGCrn@aaop+Ze<5#+S|7~W-rwCl-jDW^
zFxh+08tHv!b@29BYq1YL_x@(RsL#NLtpe7gJ#w*oQc}!ml4P!u`s@oO>=hEm*7(`~
zZ!=H*SLC#!-~Io<{QtXhivG`1|694<483-$|DpW<1oeCyum6MVq1Gk67B7{4%Dz>$
zv^mQ=qW@Ez&)8}&SD8;ym-lI(Cdd_%Z5)wy#!e~CT<W9hZXDKak!}1%IvfAQ#xCuB
zPk%NuHp>;}W90q5bkuD*SI>iv^iNyW-i-G?<}&GFoM0bS?VeBFQ+Q4@X<=2CEZVe+
z`HFO~x=07}FuWjF^2}jY8_Ly2I_d92X@B!}Nj0}JCc>;eiy3G1h4GavB(H_Wo012u
zwLC!iz$}gKURo0EQ8LM=Kw;b|)69m_99n93d&XBo;x?2~W*Q{WHnn6t45Gbj#$pUV
z^NabRTx=!q?9Gy`>ScZ-^;nk@tqjI*Jg4HwU_PCaN>CmuK$0edHaR8sIb?XAb;>&v
z!)Z80_$e*V@{1;#e|i5Iv0SJe#mf>cN9A+S<&f&<P`unR@pb+c&Qq3OE63TgoLi2V
z_PAg<&Qorkf6{r%@>}JImL(&mZDZRz+ApX4{y5t|7wpHPa>SRVSUDK~>opssDRW@3
zWw2J^Hb*k|jxk;VT{K6HU2CDHxw%|SV~XUP!)30iz6189HBG<EP_#5BN-k?;u9-((
zn_25~WST;+tKUV}MLmvLOKm}q2i5~Ikw$lQCc;B2_fn$rOcw)P-Pp$cllnYH9_7q4
zzhW<1EhCuYYn-;yj=6RXjD+scU$0xEq-J6W-M>D1Z5Ul<ln$#8mnU>%&mV=pH;VF&
zk^%N1_Ty2ktE13YN6CnASs4_1Nh*d$$`lwFBlF=8zW*Ly=KF4S=I}lz)B9YVQHhnI
z(d7G?bYR_@V7vO6W$o>R&1Fqaz+N6AgYAf{V?QcyEtShzU-PVeQo;W(ZxUd6oSsH|
zTm$W)0LH>qQBKcOpns6&Bo@@khM`K*!F`(Ned+xp)Ej;KuTm}{jK7Txaj%l5v|H`)
z5p-*8gzzg-R2sXjjC7W<H$TnZ+sr%SUWaa4+dCY}Vx62Vx#$wt*khz-n0~Nlqi6iY
zzN{dPbsPFeKgpy{=vC+wi_qgtvBMS7m3FYdE<wNBK-vz`GY9Syltn=r?&l?_z59TS
zHt(1E)=){dhM_y|VU50peSJ4N+#uZh*n{4c4l3^doIl2}BF_IGLjS1q1J{JN%TMS`
z8Je?aZ08m`bGun?Rm7hC4$dfBN26TeZ15uWtpob@XmqD#P9FWdfc|@feu>_njZR)e
z+X>hPp+8AU_O+~d%#Y+?F?Pz1B0iExF?LEatWnYuIcSxFIuL;hF$jHG3hF=vDu`uO
zFnTHJd?qvOM%WU4WUO5%d+m>8uk(~lO(<{Nkhn}Xlzl>WC8ZhHGhaG7Io?d?dvBxN
z6?@$9HezRNbnAH=oioTMy%*hW-ix6z-izV7-isx6crQ9B@=vFdH(#?tdOI_UzLUsR
z-%hCW$98X6PZ?g7g>Hcy3g^n9#8Gl6G*D)QmdnC~N99n-s|c$oGZM$i!jik?P}yub
zWWOsDna?wVG}zk<i^Xpv3lndZxj}rVoLuZwk~HF1Oc*7fIHimHcawe+_IojZ==SJY
zd3_G@4ryh6E8CsIvuCHzIYWQo!sqEJ=OXNfMWLF}v)KywuIL$U^{tC;m!-7*8RGdk
zpU9+y59Cn72ln*}d$Bh&9{+okT=kud{>CKwZA~ur@gS!c<sL4#`QM(L{SIXn;fmPr
zQk0DOE=9?Np3)og_4gy{dy!qNN897(O7MNhbCMr?vk{CPHEv?vCAZ0pQe9<Xg)8Vg
zzrR(#{Z6-uyFBhyzY?c1?z+F0kNcp^RQwyyJ+IrTAS=y%vNHPJiFAo=6LT<aQd=tM
z?>6GUw>VJj8;fA=X!l#+NnGd~3H7bRdB)?~IC*~5Hw3TgZv^yr0PMdL_1XSG^y7N$
zLG|6+=YZR>Wr&{3Dc*8*Mk@YWQ*~xDK1{{4*%etg#7>s!$kk2{ZJ)MQ>%2Wh>j~ZM
z2es@1qck(L%(GvT9QRt*;*&B>sU;HqU941<K_f;D@!h5KqwZ$P-M)XpsMOZC-aI_@
zstLD_DDK-VwT&~+B~&)r*4||N95{Xo96tt*lY!$z;5Z&Qjs=eI0>`(3<7nVG5;zV8
zj;{j8!N74KaO@8pUj~kSf#ZX~@qXZVFL1mYICce&oq=OV;8+<r<_C^@1IO&ZF*9(?
z2psnWjvE3;@4#_=;OG@Nt_vKU14sM7(JpYb4IIq^N0Y$OIB+xy9I1gLA#j8Ohm-AT
z*AM#o4}JY!UytkSF@613UythRVSW8dUk~c*0e$^aU-#<k9)0~pUq8^-o%*^%U*FN!
zxAk?qzP_ceZ|Li5`npwLU(wf>^>u^3uGiOR_4RRmeN10h>g&DwI!|Bc>gybRovp94
z^mV$v-mR~9am~K6ZSASrcZa@C(bviPIzV5$=xb+vy;fga>1%0qEt4}41E3Z(hAij=
z{a`fQ0rO!6JPWVDyHE;s?=Vwus`Y~`fR(Tgw!&`M2glW)8|0c!uIc2OPOj<Xnoh3i
z<eE;d>ExPDuIZ9U88V2SLF^1-XAnDs*crsmkPuHzmM`EKSW<>-Ey#j?u)<ExPIiv(
zH`blrdfME2diUvlr;neuqr%$i?e_M0$36R&oJ2c?VsGWT8}`9*J0-iMy>H9$EvCMd
z$th>oA>%q2J!Q>a#4f{iADBEgQTgrgb4Ho^Mwy&yc1ZhOu6LM8I_`3*1&tvKIzc~h
z<qNLIz%!R;ceB3OS1GCbhaYjdeNv@rw@<3_-ut-6j^i@&7A_-3a~VFWQnlfu?zpvT
z!EF^PRv$8q%iugNHxI2)?dGA=$5gG7Uuoi1Rq9NDDmiK9eX;~hsm?W3xy&WzQgfM<
zH0PQ3n)8vf%{k^=DJj*=B{B!764w>*XZQ?k^Ks&=l2Yah(msM*PTD_8DeoKe-ogsW
znVWGeRgRph<}`CMT^up*G$)CJoPvF6BPaWEqS;f2k28m8ImGN)=tOF7GH)rYRy*@$
z^H%Pwc%ulnRd~-0Y3Z2>IXUJSsRC=bze&f*!?y?5H(;4}n-gf!h&dIh(%*qp<+$CK
z6U-j^{&@CWL5@YL@Y{Tu@5{k{yaJ@?@TeSZ_9zTR8s>DyZ^%9BYW6j6H2cwnUCgd#
zH)Kb%li8W3EMazpE|O^Wl@_?K$2}Hq!@mswM&zf+L^F>R!)efg<a9IgCUP2p%)>4p
z2sc4r=mH(#YO|$owX4i>bX3I5_Wf7lSGB&vEJv&5=2Rryz@~30Z-HsH;C_hvnMhT;
z=6?J-#1E-fPA@E9DKn>%+1S5vsV^HL)dNy}f5exUkkE;=&S{0;5QppIx=1a|bZKX*
zqn72QK*cp%nPv5(bC4>hETk&>AN=skec8;Hm-(``FEjjfX})aYhd1=)#b#NmFgs@y
zenYBq-E20c%1LHrvkIM3!YpZ)LWa!*Gf{U=7)sFiNt8BB=aisxO3*n;bWWJgNuqPY
z+)pM&3Y}4doN6Jfl2dhLG96I^szMT!fUvYQx)~i*&5Vw|>|yj#ZDn-#Wly9E-(!5p
z+7>ZB@#R;>K2<a0OJD9Yj%axdsp20sj?mWG=nI7jiA=VwhFzGJ<~x`)o4l>hZL3u~
zlNeTEYHH?-hGozcg|+G?Z&uC?TWi)#4gzb`2m-5DFAA(yEeNbo)pt!TQQmiDCnVxB
z4P!%g=Q+3x6^1J(kwB47QcDFXNr9xWb9Y@b*^r#9N+d7TsF|7lO|@#em|xdR$?UPo
z2xpf!KL5mtwD@bgzna<WN|efcb*mF0LU!{N<;!PgFK^r=bNNyuvTUgnS-Q}UJh{Y<
zEV<8$WWSl3mU-VoD>8H8LkrD>ft3et8)(%YSgH(}AAhcOt(45aY%&tFs~Zn3G9u0Y
zXgs*cj8tA+|B}q4#YWjhS=pJNE;3#+ni;9=7ZIaL;Z8e(a#6TLiAIGxEkvpce935U
zwAFFi7T)1RHXAn>*D<fk<Ww=Pqq^6LY20JX)SWW}sXBL-FJ~I_b;5g*%0GX@bSILP
zQ_@%|hOx`op>MvAWEvXp89NGH)w7|(rcE=Ic-B(Quwida-L2W>{#Lna=G*UBk$1M+
zk?iet>Z;HU+bbq%`4+9IWu>Y*cJeEY(lR@Dp`E(W-d|Czg9q>&xa5+|ojVvoJ6c_>
z<L_wDK*<+&Bvs9P?XW?u6AJg}2WO`rPD#o9;;@nZMztE58`e9K^>j@3)+?^a-1@8?
z`QTY6^6X@m>pd4$%6#)>qxQW<*?SF@<(y`h>#XNAi0Gm;okQMp=Q)viv+c;N*-m6O
z?fAnnEAo$HPUQQkX5{!vJ93Ps$v)aNBQyIbPgBWPcIg_G*R+nx%UkN~O01;gzgTIk
zB&7;}fbp-wKb%VY+<Au)nL?>1^N4TZlRJz%rl-`JIo*iNfV+9hUC?lP=JYnxt-;fc
z-04QM=|=tOMz!V@D>tiH@v@2+WmGJaUa@4;iV0~I-6j>S#ueq#ia-5aruI)welqJf
zD1C8*GM7Y3r$)-uO)gz8xlGMkrEAwJBhLTh-OIz<sLs9T=!|w*Guk&>`)0}3YRi@_
zTVq>x950D+oYgq12!RNakOTrWB#;=wjsO!{ZfPiqO>^moDQz$Po~I@4O>^mD8oKcG
zqwUwGC2d*4(!2DAB+B=m8Oe5n+k3x%uADO(&5Yi2-rxDX+c^p=7G>Jh%FM3J=QEgL
zH7dD6sgg)#Dol%25Fk_%oOf&wAtr>BOg{sjqLs?wUHBiVUojFTrNm06m1>o*#-s9E
z@iWvj^3OB>hf;kDDUpf`F*a0FWtLj246Lb2OY5tm=eM2z()lCje{%lxc}ey>cmAdG
z)8~J8UQE4;lwXUUkN$6@q_RlK#pnx}^O?V9{ykHd31xyAf5w|}XPg;(#+ET>3>j^P
z$;dO349-v)JT#OXLDSlPs(++&T8H3$S?6>z-2W<e4o@e-{nPTH(N!-a^vG(sIxRW`
z7CkaeA9_^;Z`!UkqpMy;7IJ&s_AMYdHQm2{{NdH%a82iQzJJ-Oui^dsYdTj?C;0Qn
z9)okLe>!o^w9V5QUg))R*Y3*u&Ryk8@W;Pi4*I*NL){yu>$=zH!j-H13+;rL@O=4O
zv+wg>Aak~#@ZWsxoO?t38MTWD+eNPI+I7W)yA~8c{f$q&#GO}uhpH%CQUAa9ozKEn
zd2ZS~orNj9`hk}bnaiQ!&S_ECwf)oi;r?m+(CGSUtEaPn`gQn}8XBEedpbe(PT{qS
z{M)^gOhozG%ao{V<Yf^#NZ>F!x~gLnDp7g#DYWy@{uA0?q5TK6kD+}8?L%nipnU-C
zeQ1A#b{5(@(Eb4J_t4Hj`yI5OLHjARH=+Fm+8fYjp#2!y5onJ>dj#48&<;Vn58A!Z
zMxm{Nwi?<hXd}>upbbFlht>xz1uX_G3auVm9W*&KDKs&6L;m0Lf60H6|2Y3q{#^cp
z{CoMc`FHYv$e+po-~8M8U*><7pUM9?|HJ$b@~`Jl<xl3nmp_qzE&uKOEBTl6FXfNr
zkLHi$AIU$Qe<=T8{(=1c`SJY0{DJ)b{J#8M`Mvp#`D^k+`QChIUY!sBkGxj@&vXM3
z?mHAk-zy%Wf>a$9qZ+7w&S!`=1Z(T4x*BCX(om<2M3i+6bYqID4absNolb2wN8*^u
z&LpDnFZ-LfW)d1LGNq&NVrSSHO_H5Su)jGKkD<nfc2QG1Zfx*-+-i~3)0j#n6Lyh7
z4<FRnU@#dxjY#9tkS1!97(-r@-^O&bJ7Zppe0}EruAWWp)r>b&=kyz-+Q-nvOA@@{
zVl(=a(dY{`1}xEJ+S5O*_a^N3*dsN`o?3r<TTi{KE)cAi-2B{grFZBrT-Z$i_0t#0
z4|7EjvMKsq@pY7ga#P=#9uKeLax%HgEmowRQ*<anx2<E_wr$(CZQHhO+qP})*tU}$
zCp$j*&pG$$zT7eHQ&q3gRlT0Ny1Le!A61TB>z0ulx2_$HT68U3xVr7)WQtv{av-W`
zoFm<Dt>XFxi*@2|9IMvMFL$wul&x{qwye^I$x14WHHETrp=@Ts)q1?<YzT`sRc<_i
zGfT#5$zk3?)>4*fa@YNE1ak3^ZI<>)fkubcKhK7lUS~L(EJ=_qLifhX1|6^_FhH6r
z5#vcLc@T7;t&pTCS_bTRsDlfUy*Z{H#Zh~s&BoI6u?fKIuO^Gp3+uAJ52)`Ow__;h
zwJUw>UT>rQK%!;Z_|e0S_PHr~94%%X#Zi&f0te{i>`lN%?BR(DENYR`@)3_!t(Y(s
ziqwHhB6Ovd(5OL88QvPYbq5wpX7xhV=eoX%Bh`tCTqvu1r;elXgp)eYE)LW!viKZ{
zKq7M%3#ZZsgDGqC*-(Mm8;o2r>eC@3b~!VaP^A%}in2Zp!op|}RC0OqfdxiDM7<mm
z2@5QuV!=Wx0~V}Tq=*&5E-y!-RR}j;yGYdnMsg&I&(jBQ-qx0|DpWH5U!RL^>u#uN
zcwU!}tvQc;zdAol!mFPg<NGY&(Ku20-A9=m*r%5R*d5LILaIFMe#4V*#QL5We0$!f
z!-Df<a=c4C*-VRtQhE9vnwuW);jr#aLiGNdhw&CPj?<F98ROAQ&DKKoIg2&RcFV?9
z5y7(Q(S0NYCy2|@B_gdjQMY8Q>gXIv^K=8r1-Y$65h5jm9mPboE46LY*gQfUF5s}V
zFn^Ua@jp^=*OCOHTz~RHfCsGyzpc>D>oo{^QK8+m0-XB@0#Ge^cpMCBwD3C1O280Y
zm9xNV*)tgyH)T)zVt3Z~-ERhxLl0=9bFx?cepZz(4t*saW)|opvZZh9d;0!<FLwI#
zX?pz}oS({;?rGClplW@i1+jqIIKtmuo()iAqn4#TN^sh`+0butU?)tJsaBIYUux-S
zs~GR-<=6Ll<%fVDz$p6R=|{{`W%p_X)Gwn!Uovrm80~8sA(Rs*NeyW504kK{+Swok
zDkuGo1c`+z5JK^N+{%}MgMV=}4*p${!P8@KXlf)h-F^-yb+mO%U7UA3gymOZSu|cw
z<jeY$x_X=l@Lb{-Rx)eh@%sOYOZ0@3U9FC22^FY@cm<z7(MAQ5wCmShnxepkPtqVw
z7BbhI>_@Gt9HSt%1J#V*Wd7-#S=Tw<PJEx#5s5n)g;>QgZP8-pqC(2loh^nFmoeN$
zr^tr)-=|az3to@8^Se;VXvcF-@ql?j5tP6PKZ|mN2v*350u9~Lq3IxgFd`f(Mi1>*
z9+^`iNx2a4*2!W*hG6HxQZK?~CvCKz1+qL78@s5pg-em^Q%!eZv|g*)Svc3OpxjkE
zW4mC#ptGaN&hzlRD8KIu(e=F8qrt3e;a@WAeab3pb5^W-+D0`~7gL3+2&>S4kkJ&Y
z)NEDu72&N#n{L#iLz+BxA~s`zlT~?4I%SR3sAELql!}AVz-yY0e$Z$g{+sb<L%21$
zGXZ8gitrE4O2rBukbUlU%Um-;+5TekaW2P`bh*c#w1cVqAm~u{zaB@3;tnGSC*wwf
z7(g%h$$?17JFBD~V(>tqK4Vj#`;~u}k@WfTbw0(7ZG6b|Uzf0eI%Bx8J%w&%L8aR~
z8qUP7o6`N&leAQ|ldfwiFD72X3h26!RvXH^uz6K^T%*NSu<xII5!QYr<9_{8D#Uez
ztfFv{t}yq6t^2|lQMg8H&E=YRgf&v817Sr`Y!xa@FBM|MReNVHVzl0-LAhm~^!1WZ
zvsKr+O_GOOl_s1rNy<PaWaq(llI4e4Mum&TmVtPKUyt8bYI+=nlH%hmk^}SPuzy|^
z%Bp!Zi0{Alp<xm{=POC0x$!z*7ELb+NjyETN3q#9-s|+emKGKU%iDLnqUlyc@}9h0
zl^P8t=i|i|qVx-9>#=G|ovrJj`BmP}yUC?*d40ZC|6~<%x$@LGiF9p(rbSsASTa8Y
z{2CqnF({h|<t=kyL`$B4UAJM9KQ$q%rQZ$Mfs7yjMJgLu>FcVhLL+ag19SBc6%1xs
zWSkKl5CTFN@sj}hcqy{E0A&*XL4h{ZyUY<8qJQA=k3i~v7UWVqNVsASIcyBLLNyQp
zduNQ)x`j>|%erJq_oHK97LzJAwJJ1r1x!{_DTiz;I?KLV|0NIeh}9C|sdsy)6`n~O
z>)z-!UrObTri!VXyI*LwIFg>39Vp7rIc&&B;RK|nPTgr(jxzl&E99&euA7rNZ~}^=
z)0fa@5LEuid4V4y;td3bW9TXnxM$<NWlVo1nf}WEoSsj33`mKnGT;%f491JgM>lp%
zEMTz~=lx;KK*N5eEHalPr81_P3(7%5hd!=+_$AL00z=*jXPsbsadA7=TdV5FlFgIF
zkh||ecU!4<cDL6QJp!=}8Gzs++ONs-PR5sJLLDHOKN-ukj#n1(nl+O<(%=QFOq-55
zwuTMc-q<oob>g)j*_Do2IKPz~_{uIYlVR9%GP9~HsSFV+FLDjX_jl1`pmUPTA%Ifd
zXPUP-wag;Ok9Jdh$CDKB*p@&*A`g;l0QMBTA_aI1{+*-4)Vi%SR!Jmy?`rNP*3J?O
zO`DDBZkae^)7-6nUVFnrH`)b1on_TFz7U9|Jug0TtSqlBceyQ%7wf_~^uWQ6-7G<m
zZ3B1p506a6m;vf@vjUH|4@hcuN`#s|A(MjC3`c6(B`R;hkR6-MfuuebH)SGkjYr+y
z^Z`pb66C}>KRu?XGzx^MXb>7M{~Lmhz;r<^Tm~?$o<Op#bk(%=w01%NH+N~vTurx{
z;U80RacOq_vUsVp+Y6Gfn{rBs1G^|MvB?=Mnq1w@FFcj6lq;Z@@7APlN_;f=ep07+
zGAw!B$c`bn*wVs5Vir?2R-@XsZ8K@Tkza-aSSu?@WX*v|vkbn1yS@+dk#EaMmAwR7
zuxB9Kq(!MUB(jp|(DGDSXzN(;&U_h*ZyF^;Cy9#bj0bkL^h%>sM0vBd`3Yl0^?MT;
zHKI=VYM$3Z<ND<6^)P)(x&GxvC-?<dEcPOr?o(0wVnkgko_-)IT9Rkj*yBx^;ophE
zkKHNb6I5dY+uKH!h_Dfpdad0+*jEOdVJ3}fwcWt%m#edZAn3#}2uH4zN>CP*#*}})
zPdbO$014!)=UixvnDQdMl}*lBI4=SqFbKl1Il$o0eyn!&2vg=Dx}f%@FWJhjG{1Gl
zl4VH}^?^jR6_a(=*8J+Y|K?1mXWn`4_93+XP%?EmP;hCs-p@S{g8-jgQ=osCO+e_B
zDPnwJ<f1XJi6WOLYaQLxMOCj^vv#vOjxTzOpL-qHfothg!qq_XXi!ex%)qD}f5m!1
zXc2zPVl+v_O3>>(RA;*uiI>UTD?T2Ni{+*DkJp)Sy0mJ2kH^vyaCLu!=giJD@bx04
zi2qT0ME1MU1$n<${ZlS+5q_$f6gi$qmHMt&oVQrs8*5C~x)Zbgw4oI>zm<L~GIz9&
zE31e-Vc8vGs0tF7P1p2Qt^3_zXbG%3i5E}n^rb~r?x>Jv2wWAEE~(?uMUTP0B*tV_
z*f_2Q%9Ko!m&Ag4l})0DrK71EpWm&`?O?tA=4zYuII=X+n$7KYO2_i1vbB;PCvN@c
zQraXo@l(_4hkMQXhO%&SYxI`XYXmX_KOL2v?0r@lDpaou?WpkL^Wu#X%?SqUq9Lp4
z(v|PJ`tcJNcI6Z&cC7;yW$&)3({*jFY}ad+hx|(<8SKV}w%W8zY096pD?7r2+{%(}
z5Crn4=M6ufQJ@PDtNMo=Xlax?Re<yYlcuErvE;}S(*UIb`bCxXfv7qn;8UJ94douW
zJ(lBW+D>=HF8lkeRnaqg=qC=>N_Rf)<4FOw8$+w!8)>JpkyBOnig~S+>W0!My^H7~
zUg+i%{y<tqD&?2d*cCP^ymAK|54l#UUZ)BKa%Z}JmHO;I7ut^2it)m5;WM|*gpazi
zvNwGko9dv~kycX|wQV_vNLZ=40-=)4));Dw(Cgq&0DwIJy$N_)fV_d~J?8t+bcT|^
zmS`pD{dI;+_w579AO!{k3JiD9f&heEbu8~^rM&pPuV=&ITWV}|kSy&ZQnw$@b*h6V
z9C-bn<5NSevbf;w^@zI4zjC!<(Vh{XcU=FIZ)D0$Q=6lO-M|8xT@P_LtAchhO0R>(
zpQfj4TwQl{a*sbZ>HK5J1LGL3Vd6=VNv`1*zA2wx(vsMcK>2~xVz?wfX62s!nQF$(
zomv;qi!0A8Wzjmla^gJEacuayRzhUT^PX{rMuW~umO)%t$V0UaYACqe%xCrxHCa-i
zg|d$wiS9v9LdAD9JWv=SjRIi+r@CeJ4EgGjp>OjWq9uL=7djvVWWR1-E1;S_%vm9<
zvJHMSbI+Ya4?Eu2cD=r@g>~3|E(Qf2OJvG(o8NI)%#%a0ANYEkogZ(o`Z<EK)okOp
z>pT6PvSp@Qyun-XwT9Kw{+g|f2wU^57Dp1m?vKOP_7rieY(%t?^0@=sbAZmd%R4-q
z&oOGicCx{k;8jC#;bL}$H0wY#V@1UpwGJ8FxZ=5T=|=efY|_huOfVY#IhDm6+aRRX
zkZk0@mCi_%&<bee=R*?uQ<Cj+qw7`Aka)TjiD_=#7HP3#4>XjQ_;zntH;7rePIMRA
z!W!(5QOd;CkFjIWE1QOso5<|F!^&DNu)_p~SrPnq!C;S;A?giVV_uJ#a_Lm!W5Faw
zhrn?74`0b^KbBKd3!JR9BZYn$3pWq!`xjD-BlY^{rAU;Sg%dqJ(j(<~J)kr6fptq)
zpLw+Mr}jUWaUnuyvBkv-H_I=!c;}stiK!%a@ogcRPt)0HFYPQeaHW59y0oAEC6Sd^
zN>$j?nX=*NTt}VZ_bayuPh4Z#$JKkq6dchDh@-oPtT}d$R0;+ol?%m!l^m-~<xfpi
z#_*>)J2|-swUM=7w1AOs+>WCJMUd4Q{xO2mK4H^t4K?JUb4)N?2<YJA8g_OM(|0{Z
z?qHH)7*C~bY=||c2BJ=)y6{VzlZQa^DwYiYck&^Xbt?$M_2fokW|sMyAY7DmR3_)r
z!iM;o!iGc9YXUtcba>*J**SZrht=<aRqj$)&`Y%h;#xGs?{pK2e)0P`7C=O|@2J;>
zcXy{q4^eHpe6ob2fC-CXbX;)~zg+FWN-G}hfCy_fIatnWkf>(aY@CTB)KizGrfk-(
z66dQIJSZ2LphmrPMImJdKT&i|X|&c;Ojf7KoV|i1Bf~=hL=@&}bS5%8WOV3Ah+qH|
z-f&$fELoCG8^S;k(yzsJf3j%b;?_MLs%H~#y@6jai=OZ=*r5rP*Wk4aXmv3;evz7v
zN51_`ZG_fIV!_C8?!7Jgc7a`=B8rY@eKU>7LUYI(jP5gF-vr=l51OM@dE9fi1%#N1
z*~%)aZA;e?CsK^ed3LN}jVg{vjT|L7i$&KIrQJBQ6B0ZaPB*)b_SC_lk)lB;TTYzN
zFHkPO7A_R@v?VQG`!DrJ=AO9dcPi`Qb-O1RBt&LbNG?>Mpayx3cnY+r&PKPzxGWc*
zh6@?mgLhOsSFY+V!sdnbjn$7YC2DP~msB*dE9;AW587jx)a$#EYvn4ult0X>S5>P3
zN9CR>@8Uzfzm)|%Caxi-0hVTK-P6h9=1TOT9)nEgxN@#^fy9M=8ksI(N4?9)d!6Xk
zf@R(4w1fm04+x?y))XLrs(>~qU(vMxHy0yS!G1m`C?~S00xYi2^TTaNPR<1^RVpBk
zN7Po`c72Xop2A{Ek}4b}zA~O-l&VH$%ZNfq-2Ox}j_s3Yxf5ToGWrtkg6!2f295~V
z19pT!L0$Ul#X)lEl!9>uy8$O#0~%VhytYQJ9({8>aVb8zM7fg#NTi6cg$`K$gi#_5
z)~PgWp;0!WB2o?~hc&aelemYCI2+H^U+Qna@H@so>9qqN>RrSUYZaMm6n82I5EPHx
zC*x9FWyb=|$Wu#FjP)?Mo^1eGG$o;~gtRo*OQ6ux;RxroJVgHn>Njp6$cMQl(kALR
z-@amD_3{%YB}(ule3MMr#ffY54GCu-DqGJz%}&nLVXm#j>5if5&UKq+eGI<7zjCu*
zOhll33+kQ<FU9#|o<^LuHt|c<Ut8^NJU^vXakXDq;Nka@BQ~2}aVT(atgRg|R2`qX
zET&;E<fP9|K_(lG2Lc`shgDcn3-OSuBDqwk!!{2X$ju5BSesPysNi2@98|@sO{vUF
zs}es0^3U}}*AHID*Ck54bjIt+l05?nQgidQ%$rj;2*Av$gbz1|Lp3*$K@*^vC?9k<
za!(qG+Dxd13(pFnB!Cfy2Q;#hK=29K2?^H&#?JE^Woxzh`)!uo;a_miZ!X4E%LE?i
zYpvAXByHx-+_sbOv@VC?S~`}Tm$v5k{LRW|cE%Pro`GZCYI_774`v1zWQ5!wjw}7|
zpPt1AUbg`<V1iXUrm9Cc$)gAtScE1T_1h;TEj4SEqfg*yjanvxT66l_)Tc8r|KObd
z5eo;ACgT8~Zi1>+E`N*|@TY=X|CbX7LQ%m7L0#Di1oF_*4#8?4$Tj3NYh`9W=5}X&
z^Z34UiH3^ycl{3zU4kAt6r9?`g<NWAXsrm+ZMqpUJ729eQzfH;mfV%Y9-nLx^RDtl
zmi8+BWnZi`d3udr=I5^_z~95+pP<k6Oq}0Gmil-)e~!J}30L-(l`Hxzujh-ii8ypZ
z(eMBsdukDxM-5Td5zVyBiH5KeKC8H6ioju=D@TAL2x_GX6?v(N1Y_MwcVqZ`1V+dB
zl8!h7)z<S04Ao=!bwK7uGf!**{`n9N=~OpvtB5yIyAUyf;tP$UZyZZPrzEc|U=re+
zIkQ#=>_9-_J+?^(owIlmd^z7lMaK0yY-X|k*7FxPH?(DIbtiS#&u(`6S}RNY`tl=&
z%Xm^<f#^m7hm^Z3=v=@5)3sZ0=hH({t4^-p=}6=nrn+<uuUw5SG{cpoK^ka>Ytnf2
zQYG`IE>?|alyhf_m{sCqds;jV(bSMuPFg%|3yyY73nDgrFt_Svqi>M%5N>jsljR1m
zTD7>h0#!=e=96~TlWHn0A=>R1%^9C^!3s1kzbe6wR)uKj+><mmJi0_VGN@^&hDe4&
z%f0r){={h^BtZ8RUNs~%_q+#xyX((BHvf*-<=-njO}x=`Jc}OR;k&@N+N61jzwg|s
z<K19G{$D1CxpR(NeNGbISI)(@I~JY?-=pJv@=gJz02}!uKLRU?^$^{qP?a)VsmYic
zv<QD9_+Xe*l3lrS$#cqc52>z6Y?!)zduOrg#-e-WR|G^!oN%4PM32nEKEdKegJoE9
zK1uGKgD~~=5uJ%&l6cc)?!0SGh6bQ=F*S@ad^I#GuvJU5%b{39Tt-$s7!OQ{sA=41
zRG~4dKr1k_HV5r9Vek%bC*=i`ie&LsHLb3s*Vf)(qqe@#lFOpf+Hdgmn_DcC=`bBv
zK5SL-4^q?fZl^q967cV{n~EAqN}g9uj?09vfT!$R##;UCb_QS*{+LPQ{(Bv$16dKI
z6<&MHsJ(W91qXuCR7o3ZibSRyDZ#0<fSOjWq+pH-<BSpoyE}rpGAO<lzcy979;Cs(
z5hVaq#&?1oTa5N5=a6<~iEc(#WGhhU1n&U})(Tj<YVGFY2JgzPfrE9~x*;a=WRMHj
zf{)T<ux?yWD5*FBCRwJ!^e`GQ(8%M#IHcr8rn7Gs;$Sb0bU&_E<OsxOjvV=<{b>TP
z_*^vs?>_|64_#s^ha{Zrp+!T9D>Fe3{lRxdUJeH>x)KSr;8Ki8<CK>YEELGwv(zAd
zk~rlgI4MR^84?=Ei`Mcv*%le<aUemQITq?^rmQ!Ra6uaUNI{?HvHSe6pTyn8_p#PA
zD=4FWy^nn@gXZUR*;%&5B@SLdahJ9CfA0bh^Fl9-O@C*rmw#EsMxxGIJE5ICE|#z9
z<SvJMYLn3kR+mbRtG$`)x3RE%dE1z^{Y4~Wu$7N{HLZcW_(nc;wapu^)vdSJs3~*x
zzA6y3bM;-WmUYwRJ<`k9YT{`pSK7g7Mu0jcgmw@1x2N=agC%RCf*u4+1QLO(p^pu2
z?yJaYTRRZ>L8l(W&B!Wuno-579GN+XJ;aPpfniYJKF_#6^w^^}ITo@tI(q5R&@1T(
zKY$WR-~HX+lsx6lCRv|k>R!-bWW`%^D&+Q-jQ~0)^O`)r{5^Jz)8a+8pxwc8$gZ-H
zMhERoY*5k1rn@0Zn-~v}XG&nAnc=F94b~2qey#oERZyjBnXAi5g6ZE;-sMi9)5X1p
z)Ic%q7THaGAK>wB3b5CGh?9{}nxh^n(-N9Dr3sS?F&V*TJ03CEKS~5vAIu)J0GMc}
zQ$j)B6~$x}Wx?U|0OK7N1mbj^g8*#)m4Z8hln8@nOQl09AJ^EB+HXvg!>jEk4JJ>V
z_mv6(8N=gbu~(f9Os9-$8@JZKHMUAF?LE?Y>wCN8T;OC5|IXD;VwJ=?MbBDy{-AQ-
zD5G;J*6j%^yR6(3=2$92HvUk~so5&XpURBK9uT#?!ZnrS#Az%BE?Rc)$@lhWZq6d)
z7(xu@s5NgoFV`4cak(^QGM{duDsuftYt2DaJ-30Cvz%e`OJ3jF)1|+=m)IobTv+zD
z^*-wRxDeg#LoIXo;`ytHpLP=T&y*Oah5#B30WjKtqCM1e;>$z+<hB6dK>yXGlQwov
z2$8K^vaHSBp_ZJ8<?lgg8O4~=40^RPr}pwdMY$8q(k@%7bvZ}LDh7=nBPy1Bs-Og7
zH$iv0=0Q0hYH-D8k6oAz10wu{c0}yscP^f!J<LTYJI1aS)zva8<xra$^2S=u)+$Iv
z$%I8tt=eQ1^*@qfpDQYDrNIj(4JO&d3Y}Bv!gM0-tnY}NNNc0gFSY1JUH|OvF-vPQ
zp3O`MixSghq!sBC1t3!zu;3lq$ng`M;jL2PT+Ikujbd{vq#N<eYE}G4oM?4b@Ghmt
z+NgZkC+lAjChGw6tbjCW0%8F8itNc#3LqvTtDY)Yixh=u(_?WLP@e$>|AeseuCl&B
zfA#qH#U2jodY1|AH)AWF>SM81VG80E=|}7*6PhfakrP5<d;|`KQvxZenYPnK1IJ26
z))cHJHtbbgy)HLfs`fO2C&M=J-z1lVx?xo$H9h`3!WiJz32yOi2eM`<_Sp`FHTyye
z5;|bJt_fMvZI@2Ax^k~^bwnB#3kTKAy6Opdy8TYoeWd`q5%}<7g!O+T+%j%n$!Am3
zB0<@bvvr9oXt5BlIL^fM@m)Lyl4}RQLP+v@NG69SV2i5x8IcG4;{B$2x49=EI`0>(
zyl%3LJ2qFd2KK9|J=4GVTl3qkh0}%eZ&%Xoi0*W28{3Hf4Ifyy+pM93CvnTmFE1aY
zs$Ti^E#tRL)e+U+^|0L+GTHIHZaV_@1P(K}Yw3TnEgZ8{n*03T+T{FMuW&GID0m%D
za#yyT35yrkm=)B!_;VexU7)^KdF&}2g5!YLnU<Y-*f)txE-xjwYly=cI5n!6H9|xb
zbcls-?hP0iQlXh#waCPzrZBRx(kC~sgx(!rtJCF^HC>W_(nqZ31Gu#^N10Dd6FMWi
znX(>qAr1wdV64V68YBkglMrNe)q(l<s66&do$t}eqT-+cRmz&*i~<GbBJ$(0QyCug
zvXyq&xmFXjb`hB-p1v(WJMy&A)>bWWfPEVmgM$=xA-5h~_|F<yV9?T1|6bXJ!-Ys8
z_k(uYqN>X3juT%L6j){LQxq>p)gmjcPEair+y@L*0&OX;uM9ld51>8+%GdzY8Qp;!
z^6kLr_a;|oQXp_5gHm$)leg=TCYk)5Dv>SW|EkWdzxBUbWB+MzIUm5)wbri1-SW2Y
z&;ELikMC{1`Rq=<y%xytyU&ixj+V~<w|g#c_!%ud+=AqRP?A-d9^w;V(<8`eQ~ZhO
z4<b&+(a&fq%az38i2-H0<Tyb@7{T-x_}+;R;S61O!0YH9ZOUeJ#s}c!m?Q{EjWGn4
zY_RNY4-*;hPnml2sLLpNmH|M?V<gbUdLoa`zPBkrU^5S6K@8e<@j-KDiVDN&!zB#b
zDk_$yp{QB+HcDJ-o5$4*la?vea{r#%Xv-@c9Tc87=g;O~A1|cyR@3&4dyZ|N*@Wqj
zCioe1@~FPBtvs~e(iU2a)kz4*Moa$JRrvVqbwh#cRl5s^zXKBP1C1sQkt<8V1qj=E
zC5J12eA(VCHbRrA385-PIGi(8@j~^IASOql@k~r4tJaw5{gjt5PaX`8LCAC1aV85S
za=xy0#Xd-pU=5W^2LO}nZe$RF!?#j!f)*r%ZsWkb$)PMLB>!Yx4fFi$Vw%P}iG1wN
z5U#i98TKn}7wJ-Ra`t6!DSw7`8q2QlPn&Jws!O%1E>;}%pFSIMt(`WG2mD+4ydA|O
z8)JH&#Z6oms=I9CY;;aJ|BsQYm~PTdJoHc4I&c#pQ-5Q2tv_j%Ill@_qpxvam|&HZ
znAFH84YJ*OqK)V@)|cO{AF0_1lcp_z<@k*$zcD!_q-IA>VH2|<m5i0C1Q9_XLQ*r7
z5ZL*ML#l(`3%g(olog<nHM8N>b^5f&{ced80{ywez!H0HZ)G=W*Kkgh7rLufK@Zgq
z%bYj1<C=lQ!?+3$%Q7;xuV>2^W&dI>OTy1pA6id1kU}IeX?zr;)r?lU*1ffwh^A&W
zGEc;czVNp?!CE!zix^_hh~G+WmA5KUew8BWP)d}lV-?|wSE>e`+KLE_!ih}4AtEE1
zyokmXV>D@sz&M41|MrdC)R=HHcBhY#_lg-EK%<?F%=#iO@{8`c9ihT^ZsO<<H*s*F
zEXqU!85Ck$(<t}amX7(a!9-|^b9ZL~7+Gv{o!#zk{rQ8Ju~~toMXvvO*UVN^W$Y_#
zEYDW|g4<C>JNF4p+%|`ov)eN?H`gr=a_*#y`m4JL6YN1(Uu<V-XwFWN|Kp}<47qat
zG1k>rFLrmB{aKX@iTi`@x5g9iJL=tKcqrD;h*7Wd_*-!=m)z*n<@zvLvBaRnH~xnj
z-tMyFjrrf+%^KaNm(e6s+BO@>v;<SnRCOEU0Y;D@z~K8J+z~TubcjO8KpF!HNo)$H
z$n21Wv>vvQyQa2~J~9(aiR84Bw?!7)&9ZnuO{w?IKC;m@d$T%{?69Y+HU8bT`n}Y?
zy_NIJ-A-}lvm8$ISxyBpXwgWV0GW%Ncu^_aIuRpu$P({AgRh4fqI)BO0SxW=!5cJs
z+|Olu@t=@Ihq|53T`U!F<mT>Hh$lWdD3p^<7PH$o;_lfF5BX^1K36$h<y_64QYv~X
zH%{T!I-QHa4S`>IRUJL+YdQK%uhX&Yx1U(O>etn}t)KoM8)12gT-D6=HI=6mz$y4&
zd#e}HG1=dA6ks0{KQryQ4O+DDtXi&dIEm6C(QxECUbc)hVlOl*m#-YxO)>}~WY7xU
zJ|e+{(X-*O68Ni6I-6QtEI6H;W|dgHAkVi*xN?WHisK}5IFo;qta6)+hDcV~oAtBe
zR1z#4saq_eE~$BDq_>4aS5HFOjs;VD^=Vb;xVHOzYJ~pQ74}arYPYSSY@D^G4$+Tx
z`fOBMpRt#@OLU{PZ+Al5>FZpn9lWi{{bWuG9wnyZ#fOlTh?+S=j0cEP;TRw!6El_E
zFI1>o-f$3nDijOUt!je^RH_olRkUy6k`;>_x)8k7!8rxu^Q(L%fn1q^1`}4Qj1=y>
zsAt;M;X$pYrTX%rd^!vir&9MlO4U`BK*f1RN7-Bx8()*Fm7~wtRI;oYHmZ1O68i9~
z7*kS>C32i?kEDdY8~ANgktrH%J?V#zp6hoH-gZV|hDOmGo)-*(Bl$EJiq!$*F8?ba
zpyuJLxC>nFsJN#%sk&2?jXUnMDuv8--7n7KKJBus0LC(n8<k6@RS~mmIfWjPau>9#
zla&^1)v6Y(nl^ik>a?I-TvU(66*m)&H|)AZMuJxMKT&3q&%j)@VaPmHLTnm5-UyZ{
znsj?<_DzTJjOcw)MVT^r73lc6NrsY@#MFs28MQR>cf@`kOo@88l`e(d+Sa4TvyVd4
z`-b_RT{5AE+Sh?Dt>t1o87Q_Dus(#gXff7tyH_r-c&GR9eB|f+N*94(r4bbv>=44r
z&7O5XA)a)ObQ*GDK=G+i#8CnYEsa<RL6Gla&FbLBmRrR*+;EApsjDEA%Yca;zm{9V
zJ)G?TiFGNe2>d77*tGH8&UWLUtkj+<)s96~HWP!xCmQK~@#hWHq0Zd!Q@o#2ci)tq
zM#%!cY+0*4p7$hXOiItY*h8)nZ?{jOy!;ZcMT7>dyP`!UD`UFp>?%8T;xMcDF+<N!
z@s>?P2L@|A$OA^Hp`hwdl#a9JIzq$Y!nEmDL<rbGafrHgiCAmjiSI>zNeV@vmOu#-
zr$|c(nk4eXNGe~BK@D8N;#H3*#|M5V6Ikg#!9<CAAUN^DJY%|&2L7x`Q$e!8%&jPY
zP<4qK5~}Wh(D}i5j}A_&!t=mQq5u-*nM=6_*nGKp6SWqM8L~ldIX23N>-(|NMzYf;
zpl>e*C6jY{EgZah9vtTj6R72SD%QcMIW_KoC1?}!sa-Ip#M2e?Th!JQ2MJd=XVReP
zsYCmpSl2%>Gr?Ij*nA}&f(!6l0!R%2PLmL?N#XM9S0Jgpa!_Znx|jP>>}+pVm$@%5
zt+K4nvxa3O$+G^IRoYn?ciqa)d&z?DI8qcE_Jp>hpe%EjN_$&?t}Aa?xvMdxM#H9W
zZe5|@DpH8J#=XA}*10H9;94ESAdc8ny)K7wG>Xm6gy1i+QkFEuOh2&YjyuV3yY=Ab
z&jyS+BXv-%M0RzRWerb~3DNHO+9M@<Q&dWpXB@Cl`Tv9N8vQFuhNhRcOFf73hlz*;
zYD02pL#BDJ8QmCOCY{r1(z3|roF~j=;;7Uej)%MJ=Bes(OHA8ZjX%p~y@{o!A&q8x
z7tOD+zmN_kv<;_FgeaLZRjYQ_p!GPlZS3*7QJ~;5t!i=Ajm>k3_B&4E<UwMjt*qLy
z#`fZ$koZb)XxtWeHoC8`?O9$fZ1wGhj;DEesg-MTGnd-Jy592L{a9IVt@9~?qEgDb
zjao_P-C&sBeaPr#?AmYXR)sruydJjxas1P=`rebEk^fqet!iLY(COJQABm^fi|{%C
z9Z^2JE+Y|-t6E;dg!ZveVvd&zl`2)oBo8{6VE>!2Qf^`|*xA1<{*j|;)QH1}7*0J5
z)sQf?6j7kgqUf2}nPOtumBKgc&CRX($5mp-_`<V=f&?D=a6V6DQ2as)z~RgW!AJ3P
z%=m+)5~}cjVRaNSy*~GcqBYb>cONRKtw7HTlZrBeSzNgQ2$vQU5CnIsCQ;KIYuw;U
z<;mM~+n)Sq;+&OKY#{o<d-(#rs|~qN?V#a`^?-}jF<~j70^qrYG)8rN_+x)D3gLbt
zHZT5=zHcc9dRIUP4f}hFiC7VK?NdKFRslb&iFhR&W6hD6C5|t+VJVp>WmLgPKHX23
zU%367vfG}vbmM!r9t3$1(C+wik5lpvSNH>b-SUOdAaT>R0~AOMpUmz`_sNb8$GIph
z>2py?(qO`lLm-E%Ud<Bm<NAilwsv9#<MkP*(9d_jRBO6WYoBXDSN#%xP1id1w+XG2
zICbaxGw^q_V-c?AF%x>lZ3?A-KZL5^Z~xBw^42#xD3pt+d@YXRt{Z9uEzZ~?4chI>
z6?Yh4C)XIN0Mm?OJ?zyhR$G(+BR1S<6ABY50@thiO;4i1z<9^y9rcC!f&G$54H1@V
z8HCwj*%hA%$tRj;10W)Z`46|f9ScR<$4GwydO1sEqDJt0VK78VnF46Sjqe<cKus(?
z3r10Ugb;EfL{z4c>0cda#NM+dO`1{r96F_0+=5Hvb$p^k=dgo}{-=0&F^|~457}Ae
z=?<HcFx_W84N<FvBP_bZ^0;DE{GX)Nw2Mo=YqyHoa#rlfX&u3eF&~D=3Xq~;$v82V
zuny!BbmEbViCt+Z(g^u$RbyHT6hg>H2fIu`SsbR8BvIm)EDFxrEDJt~R-UBGRvRro
zzTKC9m4l}AtxuTt7>qkj&5b?g>R0>wNrk5Lb=TT}AE1yL->VNNEZJ)gUv*b_9xC@w
z$tmLxvzw|gq$w+PSla7-u96~8*D9DkI$hsc)~k)_>p?k*d8EcJFtR?tO(nZz&&hL6
zSVHB@8>4dF$!>g*nIbfVty?RhR>-zeq{}jrkg}*sp)Lm`C!=B?jY&xbbo6t1-ZJIT
zQlv<mmV4A`Qo(?%>K9))=x}4m0(|!k!31Xv#ff>7EAfA#z=|8c<wZi*<tXOK5J4jX
zRG7a0O_HdoetU38C_OJ2SWD#b9bYCE)mf0>rq7&C80f=u4-@4gr~5A0httce%+mVa
z4Nm34liF`A{Jx&`82u?g;+uS>%!hzq>FnJs4e`BOTCDy_yuOOT-}qQKuRo}%Cfh1f
zwOY5h4Th1ffjiaQP&c5c0T1vHcc7^VL1PXEMsbu(ReErmwr4)dc)BU;dFIjX$!E%l
zS+o(p<VmPd*m|}Vz-IEXX$Ss#0bW|{hy<}=L7Pa0K6n%p@#B>4fc`y-O$5SXAc`hD
zfBu-R<Vm)$w^McftB21dsd_6)bimNo8#5QGIu~j#vnHeGay*6M-DZ>e2+Z(UZHJu0
z>y0)CxHja2mqWN_mM5VnSUq2nEm3ws!eaEk2*$7xyI&T}jIf*uj_68#Xhzt5iy;cd
zaXG5xkp}Bi3MtN=iT9#`+!L=$+6*SOv8gaXW!`=8^?c24aNlcsLdf0Izjf&K7S31R
z4-tp5N@5i^0CXAIIJ@FLnjIZ8VLie4FPr+WR<FT_)j96@9l@>8rj2!_dHZ1CDQaGj
zkO>)evF_FSGzXB^;}hvSF$t`PJeM+mN!dyz$b3|63nQsn$x&yg+bBn_<nDL2?wJab
zex_8E`5Jtp7orJ};i%N5D9feHjl#V)f8~}_&6&A<-<+E5$3q*f>eXhp+E^@A2ZkFj
zq-i{jS^sdJ!L8|SnVw<3nLo&*!K8hmt+@H+S;V6p;f61&qBU4`N3LM3UO96_C{p9G
zMDh9nMu1R#Iz%AIwJJpo+H8|T?yzgQ1dO#gR2UJ-oKRNpPC%tRI+W<d?@`El!nPQF
z420`4vXi;&>nG*bn5v<PG3Qts+AuUDA&QDhm#b1$tLkqFon_e<pS$m<kA;RW(Dd|7
z#AQ0d3ZFxW0<Pma3s&Sp1^U)giza_!10#~4P^m2<fvNNd*(h1E7!d*_?h%%3;v{(@
z27E@)t)V|OxnwWq7@GwGHL8J1?xS%(agG|*Wk;4YU|R`3A=}my@}$j=(VmG?j4Nbc
z>@s))cLQvQFSO3SM3e}#AW$N8RvaEdy&6T)Y>FD{xyo7<egAR))#`$T=O2vA+*g^M
zHd}tp&nHY>$&aWR^E6*!Gg`=|+mNu`&X2P9w8GRuPvYnL+*onEj0igI&33md>F~P@
zAJF@q=@PgTOger=I%jVlyUkoF4~$;&6KKjA1=;Kcl`ZKfw@njy(kHF5kT6nY7-D2^
z9??QzfQ->2QBkv*jwQ@C9EQ2&yplljuVRMrhHZ>OK_W7&4yI%pdAi3AWl8y$LQ=9`
z-qdAlLS?2z6A1h8$%xU(uZt*rT6Ufs$ExO~OcD86ZQ_eu4pO!$$NA&)>78tO7uMZ|
zGOtJ1h3~b$dJjWIwRMTRy54em=Uq3Ib&WGS#%g7UGBq`CX(wyDJzNBdV(9jn>|S2;
zR~-!Nz6N``l~*HcH@Z!ZR|5!XJ8u&3+@RD5t#1UQH&7Jib7VnCn$b#>vxtyRH9*w1
zxe^v2K#dy_b=<oaZV{HHRN~IzD+egdK!SmyA~7Js$H{ltXNf|&q{NyhnfJLJ-?5qB
z&LFFiCS~@^^lH(Vm=EDc8%5kbVw}YYm|z~XQ4u<pxe+jnoTiNEB^g;nZ_A)n&vLq=
z>y;Mix<sRiYt8t>TOl%V-LWa0xY^?II(`B-^uEs+>QIp7{5RjaC(G)H?6^YPPhd@T
zy!*yHaPk5a$Qi0^NLmjSwX{;1vSQP5WGQWuTf}Twy|z|?+5*r@knL#n&&luPOFuI8
zWzS&2%9gw3N`hw{8rQ{e1DIu5?o92*yON&fYp(HG&eQ3modZMF-*f1PrK8ExO+(V3
zs46FhRW?n<lN%(Rpp_(L=1h^3o;b?M3P*;l{g>p~`ysB)zD13(GY(kgCChSlF}atR
zvo0t2n`V1$UUN6JTlJPY%DaM|k2hEwKqt$uXEycUi^;y(bU2@G*FyuB_A+|?^<uS<
zO74=danUx_dV7!S>$T<|4D~lzeIv&No~(r37ivU}qi%r;6=@Rl4}L6!i5Wa(62l>p
ziryCTQnjcZG83+ex33?;b@$sg1cX8&i*umL9fMP=VTjqvbFS8WSt$}cI{p&~i%FxS
zG0yQ{CamPxId4KzCK+G+lU>RP!4n`uapGKRp(pWu%+L3{aXF*#HJdye3$O2q`Cmp$
z)e5c=xpca_2Z@l*A?!C<><ZQ!bPy?j^T5b6e?_F@ZGXKCF{%oVQD{DHc@HaH--*Ii
z%4qBTUq(5n?JeFmgEiuPZQqr{gxV5-Z1yknEvQJ6At`mXX-h(rosOpznF56hlcY@t
zALooWG7bvM0}S4c-kLN?0Y*yLs`ZFm6-(%sQ*}5pQ=Cb4TaVRe>0^F9TTmP<b75GY
zp9H6d+ECKCo;OK5UD5}>HbRxmqLnORS%h*9S`a5ESbkmkvIaL@MjBxRQnM;uI;k$E
zREA6ux)Tmj#m^<E2v@N_Tlh^4Xg+#(Gye4HSEn)_HEQS@=)8m)7Gkzq5m>3pzq_lJ
zCDA#8Y(P}ZsVpY6p#=HaUCk%RCY-&<_hb$b^TBooh=vVbQ1?+$Y)aVT?L3VI^3vPZ
zTv`_Ub-g{)`=4~~9xqE;%i2#D%`|o$wB>r2ymSSw&eE<tYooV4uW41Ros90iFQzH;
zPUGR}dMy?CyiMuX_WF;qim%#cgbYm$z9e;Fb9dX-bR9k5U$VJ}VY#{2?yg~J2(Z}U
zV-3Scpnwe6F$I0|jMO2?ib3^|$w9SX(cj2gVgy19b=vh$qf+hC_d996dou-auQ)L6
zpLj`|wiVT-0J@_@d$%D0a|2?z(v3#6c<|2A9GNsDjE&FjRY*$<tgIIs^ZT9oz2xHa
z99ve^vr3{IuAhoNf?Zv2^_FsfpLxdpbpPFAOZQFheWLtW!MCdDJ|U~uv!SEvJOc04
z0Qk!%b~(q5k-L9302n1;EL2`ln1guwCeo=FT(jQ0bd1b2QQ3Ld0laBZuM?CNkLiL1
zTe0IvXOzQ*UKxAMVV>hfhcw8A#te&sxl9+2e%U!H6#J8<ejMeQV1Z76PEIDIRIiL#
zFg|=<b=WI~%RN88!pX6=u=Vw+am#93OwHE=3x%)0g!px}`Jq-5^m^P1?dPX4=!Zc4
zdG!+(4BUHNFGKdYgdRVjz8msPZrZKi9sG3;e(n6qAk~XzqKB^sITdKr0oSr?2P)72
z0Qt%YAd(MAU<piM4g*k$a6kuO;xDlHt`9)5;GT+c00VGo4^$xNdz=PbzzrAh?FIlN
z2@t~#z)<K%!^!iVYM2aYApV#ie!AI+3qYPV_t_5MfDX7X7+u_s382pi5GoI>5aLmS
zF=IPv2>?_K0D?##vI|&%axZFv6ToRPTYTPZgAULr4KM->phDt#w?BB4FTTS5^QB;$
z6I#b2_st)8qOkN2et!;N8SiW`7(Cuzep%HA@0pt~ek{$Okzi;02_JwZAG9D8us{`1
zV2cdkln}p$7iPfcxSO^k7aSgs$K!X_;QznQkv=wb_y6NO_whg!1Mc&QVE<Oc<2q=8
zjL)$_wy9xu<=QO^0-9X11#O+XXhm%GyJ&$@8(?0CB<3-xw{z^2&$GTR*kWhpOSWLF
z_!I4*6+g%;U=^_!fc^9Bh`lOA_q7KCEg%Dx5JYR=3?QC@3>y$*2w(yfUFrZ^!v@Km
zt_97*6s&<E3iK}pka}^?KM^#b!4~X^kG1*Vuf_9?&)382Yy@6w!L27;dC#K=op9}9
zllVU7U9T3-7&O9X56%wt!4@{Em0Qw$_JS;?batZo){1X=Bbo>wJ_p)y4iqex8T~8V
zJ&q>E0u{xF#|~t%!@b4A+3X-VE|Vn3@8&lL7ZArCek6YGH2n1o8tZx+ix>9hoBd|)
z6z29m(!L#FVmZ8Uiidf9zplK));QVVIK;p|%z2$|?#5`d?=E&@uh^e$FfQ>S1H@Qt
zZqC;O_kXerFGNb}Mg3_c!H#Zq-{!tw?74RUq@!GsazIJ<84f+6Dg+R=p#qLEc%nJ;
zB$Dn9^KICb!__FOzd>k>h_vLtUanSt^^{%cYM+j?;kNJcG5zBDjW&oIAN+t|0Pp#k
z3$Re8b|%g)PNs&ou)jTfBP&=&0tSNrv^+fY!uED9rgkpQ1Wdm%C3;~edj}zV4{e6u
zD>g<Z0(MR&U3ytl6HCMYE2?1V^gED%iRHfsDw#UlyE+-0IukH*{7=B%#n8o+fRlk<
z#nZu*Ucu1Zl#lQKB=Dby{ci$dmNqV?PV{0nzjuq68rz$g(#x3InY&mJu&{En@bUd`
z=1>;9*V@|l#+`|Nul4iAJpuBMet;l=lX49MK$;|&{jd)N8xJMTJ2#rYDD}?|mBuKZ
zW6ly2Zr<EXNj#ekD!r)o_dY7Ly|1-)r^m0y6?^;o-JRX3*zIjToyb@eWteR2cLZ$f
zBM^SaqteWn&27IBragUGA&KVB-e7;bpC2porwfvh`H!uBy`6OiO+=IyMoQ4ozCj^(
zg$QT?d#=}0W%ImuCNm_n;vJO6Z0vJkjhfD{m#3%iyMwGts;X+TvyyNv^UeMPp@K-5
z^;P!eDyiD<xuaz^N^;~9uDz1H5Hto&*<dEte>*Sy`24<pTsp%Ze_sARKIhy2bX)1l
zFL*fjJxfjskT$4VJ!LOF?ksuRu-N%`uqAK$^@Rmi-h7P9N7G%Kl(e07CnQHFg1;eO
z_*upchnhAgD~qLhDkQReeqB83*9o@y_UKodmoC?5Xr-RIef*oJVh6=I4W%`e=(Lg+
z^v+tlgqJTc*yh_E4Bz{f_{rtd>%M_BU$x^OWOwS$(PNi1q(6^0A6~_V?_TL~t6Ukk
z=5VM4hvgkWmtUK|dkN?!wYyECyZ8`C>iIzHQ`*A!{|ETpx&?nL|Mca&D7P$(vOLGV
zPBO=VP~lp8@ESfh-zD8!wNhcgE;i0x`&)z*Bf^Y#QklQEO>TPY_<jBI^x30jf2-5e
z5~(z-@0Y*lQ0NAJeCq#*7)K#<AD_Q!+ikF1D*CdUkw4Yt!ZQAndhp^u()zSjPQG5l
zX1i+Q^0&?~@Tct@{yG8iuaCb~)6|7q<N?Cr<j3jVTT9E?Vui;-Ub)cCa&(Jz+uUvc
zk4u+5wyCwRrJ53<&2n*VVex44gEvQyL*DMrZ?*Vt|Hsyn6%n0$PmYa)TQQk!>!f$?
z=FiUK*=vU>QI2vf_^V6*<-i36y*4S0%Ok4WERT3l{MF9UxHS#nT}VHF&io-p5M?*$
zxlnfR7**+YD6GqHXqDYkm}#@S|34Y*=N1d?UXzWLp6gW6ucT=>f><&*xK@WkfZ}4j
zZ<qHB8}oI(Uz$wS{etGdotsoQY}l|}Te2hKJ2C*3V<`FZ>hM$<DsZEu$(fItl^<IN
zt$-82nN5i+a*W}f@h4QIZU7T`TRt7b(sz5ne0X*Lk(bnaRdBWGML>vN_*k=x;82aY
z6y|}uWg+_%E`PbG&DBG#F)3G5tx&BtmC1=mqYN;1wW%PbCd6zr5v4p-ZjOiHx?UhS
zzSWpBFIqAo`z{pjA*UG>Y*~;*YJ)qy;dp868!>5k-+{Vhtq6;KaVSI@pLgE*Xk5R}
zbmb8KpzwU~_ZS6kCFF)scO6<4eTnXI;B?V>uYv~;0GNdiQf>H}!i2bLkiT%>@#2f?
zijPL{Dfq2H^+PBP_>J;jVsokT-X=yaMJ8AzZNCOXvKX;2RhPPo(lj%9lu({{{bd`F
z;A$}DFk+XdVg|${#tg;+O!HkVq!vyv&ps$p5GpKR?%{1{+++5Y+BwjW!6{JT0ioof
zGZHpH<Fwm&GCAY@G^)tqUs3BT!-?eJ-1`Heh7yN?X_Q>cB8vu#pH}wj#MaoZrUo2L
z=`9k_s3Gbzt5D;fM<S}Sr@pI3^_H1&EMqNOaVmr!DzM|&534I`CA0y!WH<1Yxjp@k
zA)DYBwKT#C4e%-s)??Gq$tqq1&r_BLD~KX;aP0e;w88>C($W&a%{(5twB7^)mK;K^
z9I{FoV2JzTgFj@xhw@mRjEbd@NZ~EPi+GYi_KP@%)SLKALgcbjmT-yc`KOdCNxNi(
zzLkp<OD2H#=w2^MwwaWpM^0B`DbPW1xkndA7ck{-H08y|9xIkafVV(3euAxNi)Jj+
zp?dM=m0E%=XtM%nOh$kq5=$BWNk~SqB{3SJI@29Xbuoz4(`M6hMq)LE83@)TD8y={
zY%>uMjbVo&8pU;(jbTRo3OESXfyxc(WE?EU1rPkl1yvRo)&Wu)^HYDZwkdz1L^fT;
zrArQgg?2wjRUp%SN5W`uqc#te&NfaSpYwG<)PukOgi@E$siX?h0+HT}<w26V$DD-b
zoLk6YzY+}H+V-a}1T=Y!u3!=*4yl!)6LJfXR}=0T+SfDIplqdHReafq7wOO)D&gcv
zv19=_-+AH!{q^>}+DA81$g9V!(;CQ$Dcx=y?}xLH)+s$ozu!^{h8^@oA$8)BYI;Ty
zNhOM*9>*j<)=o%S-+Gh^ef*#|lu*+fo_Z(dk&R@)4MicC{IZ%u3a|oc!2itsdi7&2
zJp65Cna(O~<14K%0vbaDJBWUJlmYbtat3<BLuK%#LTG|yEy?}!SfSQ1qkLe?!n}JG
zmAqf1Oq|}Z*N^eR{8xH?+@XP<kRRQf_r-Y>@V$81>1<WD>bY4`>YP7`=^fpX_DHUq
zN$iIvTQO-Q=3AJt@JE7D>_^Hb3lZ@heiZUcT$lN`^(*iI{{mc21ZR9lpNB_1AE!H?
zLue0s2Rr#-&{JSxr+f2RYa2Ut?qYN1hX&3|Nr(mIXWEYbBZ!3R4*++V>6rl&^v7$$
zIOxYjmZd99H?R4Mw;Jz<usZIF-q%bqOJcWvphleSDoVEdJvGY}oeZBY+m-4CtXU3K
z+-yhmv&+NPRwll5wE9ZQyuJ>KwaMn?a<yrr+IrZPCa<@vufxMtx74h@E|&Qe5w*UK
zepXMn{c5B7D%w~7zEx9wh^UXY*6Xvf*6XTpzq4{D1ZP5W>m_82@l6AxFMFGF>6M!K
z<y3U+yQj7M8Tqjje*Ai$5^C<UL^kV3_?wH<wCh36Ht$CZn=z2tT<uCLs4-|b=m78q
zDHPhC0!Zh2{+ldMU&*GS#$rw1f%0XtU}%-^cIM-n#a-d>263=0tEPw`1f5yz=}ri}
zCE;D}%)k<<=qs)tWjVr+$(*j8YQG@K9ssV2qi=5rh%ubVR48){DLG@nn8NId;z4Y}
z_cb&IUsGelFo`)J<|Kqbcm_j=s?!o&41+0+90Aj9j)E!eBk&y;N73xT4wfXm{s6Dz
z8joYQdi<^HP=8*u;l~Y;t{b8#o95~LieO7adm3Qh3!s61-?O-Qp=2fS%;<t^f9RXY
zKtPiHjfyM;dMO-`?#&BhKdSjBz;~IUz`(rnpcg?>{8fnLW)C{C=D*r|%c#n7Ze19M
z!rh(1-5m;dr;x(k-5m;dcP-rA-Q5azcXyYM>VCCPpT6gg@7#ay9t?I?Rx&g5Bs(K{
z)|_*B(e`>oocW7#wW8@>9%u&j_P7z?{`^Sv`MMFrz@Gc7yj-~v82reTU56rHU4g<e
zf<|A3bZMT-in_i~8l<uEKZzhD-0?Q6Hjo8^#StAV&+OMuK$UG&B_?ck?~7f`-=CXI
zN#fU5h}R>?aGpdJzbV?2((?e_o`ptC0{-#PK4QJ)xAS&s34ETm6G0=ci%a}9_>qGY
z!DS#WRe^#^sTX%LFWbzmqkUp)gw>wgv4k@(h96&=Ng4wkz(c5W1T-RS2N=RPWtf@J
zL|o(rBUdwt<f*1)H0KaLu<6CUXWpURyxr?Mz0jb&v#Uj*S#5iycL|^eesW@ox>a}m
zwwt0YWmN-@I9o0Bc=&BWx4(DpR9s423$TI437<=Otah#R_GdhgJNZ2BqdUsba_lwx
zXyVxZL&TIJ-5UM+<^jJTL<>FZZljaS^O`XZo9d@3wY$pYTuuTW=R}`*Oo^{l3USX2
z0wWd>Z6kx6PhZJkG!91CvD8ms;H6N&33%cHpeHd6C+dtvbomc{BoQ<ZVi7p4pfQLV
z>G(T*Hj2X?`IH}+LNBdsI}ID=?Mfvh%6*dY!<FhD_?A;8d?>&IR>asjyZD8<MbK=(
zxC~t?q)J?|W2NjI#*K8x&ktb0j|iKbx;G}y7LYdIrgqVzhYHqFMSY0=X2pyFw7JA+
zzZky&E;}z2J2)(6z)Ncs!NBBT*tC#jR6(^<nqRO!KjgHD)&<+Icf>E4BoARzd%z`p
zK=M<+QkBZ8K%ZWaHPZucr0A`%z1XoU4V0KD<@vB-R%^Us3TrPnIDlXsla!C%9cQGV
z`_y;bB*+9^6J-^37v+(W=Jb$fFOmU)vZg@O#=z!LZYDdp^f-Qh!tn2{c2w~PqU21X
zcPg<_J#4N&W1=|5$Y_-{t0nQEP+F>zf;Mf@8*}yJ$!w@6-E;#2DZmx&5~LyV3jm*2
z7#cy}Wjp7}J?=d5H_CL>*3o%tv;laeT#wt9Qve4?0Zz)jE{!O@Opq=pNth0_x0t;Y
z42Ji*yS`=^w-$Y~LrILX5<gP(d1*vryHdP@q4J@~u-T!f{0U>nrNSkCrESAI;_Ls)
z6uELvHsQP5BN$1AXW&}to^%uq&N6&Ec*R!@9vZlatNM0j4+le~6u>CR_g;eFuhV%U
zp%7rorsdB-XX+)DjjseJzB7tpiaW_8M#iVXNNd>ddGVb&GFrp1qXpvq=R5z#yEE=v
z59He`#sl1LJAIdzJP1DV1^KvJ@jZGjK*tC;2h8-&9W**wyueE}%%xo##6AOq+w$c|
zu%6gwPT*^UD4aA>JhgE(QVx>u*iRD{6-i%E2nxuW^gY~3-QQ;+zR=gH<EfzIiMCB}
zHFtaF+J`tO{1k`Xw$r}Zl>@Q>>37qz&Kn_Kzfg~+$Z)BK08PV`2SAM^0|<Ra_V)LH
zjC#hA14w`)|B~>LHxh`94`(h2Snd7=P=zZOK=sWQQrl0=X+;21+mi=5%eH1)f~@mV
zP`<wrSyP5Z{D-H`eBY^Mb-O#3wcey=#nq4Mo;gDy=B$47@=vTPudD+0{*0jjue^A~
zlt6P?xkbT>_pdqXKKfixG38)lV#5g%7ca%RYh0k%0>BZAbjxIHZe@1wQUnfP&)Dc{
ze_Zi#UK}mjRS=cjW*)8!tV3x^>u!S%3`33E-=5+ZvQr<y;1{A*jPzGsp1in<_(aZg
zc5q}TyZM|;fUbMH6|F5?&;FcPyXTl1-I5DR>wAS~hk7Qs`WSV=@hhDmt`QLe+XOg)
z9T)8!c$Wk?{v9gZfWexVT>@J@<hP&t49V4UUfq%;a?1tk96m~EtGJ#*pr|}K{7ql#
zPl;K+kaui`TGBdh2fF6FP+>oi7RX+fl<6L?obW1&aW-p9oZ`}Gk=)^(pE7V<6qqd)
zEotwa7Z0rQEVBS~E-@Qx`W?F<#CZ9}>&^xbrQ=^b>>^2j)tEgu;qQr7s7$catoU}y
zpLc$Kmr!v!@^wQS@!6Wx%-ZR+H!PuC>C2Vx*uk-RqoGu>S=Mbz%5F-vn(ik|1L-a{
z*(t!bk}%zhpqAa#wXYjpGm&m8%5u7ECF7i*K~=s%-=S>{mt2>(YE>aSCFJ#{<e|4S
z7BSpH-r(%dH+0czUre^1<^l>uHv!jRE?1_E0)5uxH%#;zGLhz*FqF2XxyN`^O6@*D
zt9ku){;raTIZQ$<_v!0m2#L6Cf+swrG5bK3aRM#Xo>6*WT&h+ch&G2-YZ_u!lT_k)
zJKL9^Q5b5pl+YxzTysMpQmfYAkw~0!z-ni)tz5pgd;c_)F6EI3YTP--Kv2e3Ak497
zE|um0@%5S?{oW@S9H5&oD6|IAblx6CE{8gv=Cdmq+;5vLC@_|U`1RN7O7>GFgY0Le
zTfU%P6JB9QzMzr|bV5G~YNaUc*iO((Vnb|BVk^jNghrbCP=jDQ2O|dXDujrqbk=pv
zh?2wxdY-n>%hGvhuSRh2UG<EmJIBf^S9kYXHBs;4R-98{t@ik|xZI_Lm4)GrBvIk@
zVwkRkmTF9jd6tk)ZB`3#2>HJ5ZEEJ#hERxT{?A>FUO^${5u;)zNs*!8xHFZkNv-d2
z8l<6#g^o#|EL}KdHKBIXYN6@Al4=}Oew}m-fE|;SH;P@nPTojxp-^Ogfro3JzwXI$
z?$5lVg`mLGL{x;;q9`<{*Etp9Gx*pRkZp!+XH|ph6*9&RssO?UGe5|e1uQW$KYsd|
zl`jElCnaB5o`#3MyHsLRAiPFrZpy<eXPR0dET>dNl2E*hCRv5)%1w;V!&?2)X(Ef$
zXXgOtU0XPQo(VP$+0r4-8z_cqar?q$T5frCMCNF?1}m|9eO$!nfUG=AY`UaaF!0s)
zM~=NGvwujv8hu9_rsBQvz}`5{-Xrtu>te7GJ(TI=Iw(3oOEJF2pAc7!f5{sOo7mdf
z<1_!AKVoO3mBy$4oqm$hHC3>;_*XWGp;neowzBG{QyG~J9E}*27-;pXFARz#jQ19w
zqvMn1qYLquswnuZBzjTkK_+=RW?zPI6iMnVNhDB4fx>+6?3bO5nHb|&05sOusF{!$
z6;4iX0APR+Ni3c}QT!K4_D9Bz`8S^Ie}i#j|4owoUomdK8v7qGZj5yQiqS8|O>HRJ
zbG~AO2<6LwM+X3i&u1j6$}itP=QMQj$Re^I_tuldfb+e16gL-J?Wd6tm!)5VxkQmy
zJ;|?Xd|jWP-F14uZCiPHaKBAmE^%sTuq9$`D4?v0)(z3I6Ts8evq;+@wQOaIl}lZY
zoZK5I5rZ&cX}G@_I9;!B<j0fYhiL0~9hnV>iACY-LXVZ7Jm569hYN269L>Kr=aJeo
zq0uAJVOf$wC}{Fw_v_18K97_+hr=r`s>p6PwUu@~a4>wqvII#P^w#qb$th+!!ow}_
z6lG7wpM4~_{aoukb_5n@(ur5!;qh|wcxVlCOuzg*G5>D&ygqi|8q%M7og*U-X6lnO
zm9>tOd7inpon`YpU6(v_cg;*CX|c}hnIfe_N>s<q>z}3`);d^``<%xOixx2^Esddi
z$0sy(aX&Ee?gmqRy4}OiO_}G}H&<NSusonpv4X6fj3zl8Wg9Nm<(x8c6!|;h*7HHQ
zNqXV%eh_X5PQMdwoa=uh+}d^2dU{NlGc_=8FEO!c#<Fz49<~lK!Pammzir*|9LBVJ
zeeP;G-=wU2eJse_kZF0ncoSXcB|Q~v5#+mW1txOo_y1C12J`Ou0G-pqRPwD9vXq{q
zzIImO4*qlVEt$;q%M$_lv-h)6!@&N2pNrf67BP`Hu$K#G$EI)_=+36sD}p+5{lmV@
zNR<ZN(G-E3)#!W(4Q0yq!|=re@3!jG=`<30iBx~e_wiR|><eDQYd&m-?(|F<DJAw*
zJbE?)*EOfWi2)a`MB%>BOD^W42F=eUi##3gm(!O&@ZxfA^EAZ5tz{#t0@OoUckee^
zH)PInH+n4a)?T+wst^)cHKkeDTI6Eum-N*NF1_ww9=TH_L3n2m8V3UVK%_-n*eP^!
zQoVe3XSfkh%I_obDyl#`k=~v+gAfMbB^Rl`p!J^+E0G(}qEEuGn&wM^jp&?jUL-@`
zvSF#U?JRudz9Y%@9MS`i>W2rHrdB8GJTMOUU}EzZFzRKzJT#$suKd?mHBB0R!XK;}
zGVlOd0eulFzp!uRpw^dXhmV!CT(c^FtM9S^OaNyxBPz?(hPlU^Ru(-0isG(&wDwP5
zS_gH{D1Y<Yrrb{bRGMG_1n-K+F*XGbRfR)t<h@yxyhi5mmWEts(N`80|1I7G<=dh<
zG0{Y*4%UhaIh6R2w0Sd%n2XX$=Wd{a8z{DWDaQG&yrkb+sr(7VfPuDt_5wN~V$YjS
zV8<tfR`_UM-+*-(_pS9n?n<v}egLf(;*&04rWe$zbZ{3x-fo<i9~;-bzI-DG@*SW>
zWK;-7GBul(Mf9)fhL*MByfJmnBkSkU-Y131N1swur^1#UW9Kh~ej>QxZo&mGfbi0F
z+$^p__twxstq>;QAXS>CE45{wM8wJP4meWY55CBz1D~XirmTHB#d#4Vh_v<awOqpK
zp0nN;U$TLlQo+7wrMKXT1f(ZC7>W~}4D`VSl+T$T@SZ6X^x*;VrqZVcZ}6qmJ!be!
zOp7PBI1<_zf0<jtaCb#jvi3#y?&?QUt9vf8n+p-kYRKS7;MUG=PSN5>;4iMJ)qQUn
zQ5Yz7{C?loS8$pBLO{tQC+~j9l$evP`BSs%&B-^<F|Q_#!H5LOvB^HOfC&T51&F(E
z(4WBXj)-7`r8fr+QP}%}`|@pUWm!LyA4PS9JEf1TycI`&j>!>$-p(r>;FuwAs_9!u
zz<!#Pj#Wao?d3!}5q01NRn#~k?h~FrT_r?4a-7#heIE9PzqC%haDF?NgBxW>K;s0h
zP$Y<L?&n_VdW8Yy4bra!cRBCnzUr<8dq@zL%JGemCkW8igIu^@AP1!h#LCd_lV`O7
zScDy4ETj1@hWxEwIy#yo9lw)MT&%7`Okpym5~W{MSx;YcYk2M@N_jJe!^CNG%TUay
zzQ=yY={9Jxa9S?yE&vd4f`?V0M08C1hfi%Iy}aN|f;K)@zGW62%bGVp=#y{!aIP4p
z(qv^T8K{p6DC>HOsdD?0%v}UikseI!*b@$%yD8Q9#OkTpcYMi9;e(Rk(JwF9i~>Kb
zt-cC#`N*ZkP0s21{XE3_j0o#hb3w$H5CoDjDQ38cU_OV=x0cW45_Nk3B^jxGtpk1w
zh-Io*H32-f|J4y=Qe&8C96H_FkHU9O2rlWXNh)D9PqHI`p0hBy;v4nKxkAJ255+ay
ze1C6JQS)9xGN!w9el?z6-Oe#7!S4b+1R7fyD<`*-zMQa)VB*v=mOemttOPNL^XOv9
zX2>>_+hWQFqs-N%x(va|X3%}T%);XI^TxgTY6v#rKiF)-f6k0D|Dq_}{mq;cRg`xz
ziAUiVA^gq#`b!b{8D<N)@ckK$B}HkI!dK`kPbnlxZ{Wyh=sfTXr3o4Uw%85jb#)@+
z%s0S86n(Np87=iX#j4hHYODOj#bVkB{RgMH1Uc@Cu)m1ey>Zj9qdci?>fN7M)vsiB
z?xV*25Zq)s8#UUm{k&taw%gPB1tBr3klZTKMvKNq%dwG`cDr47g%$MPqsyaZo5nKe
zJ`R1{+G<}gZ-6sZZ_%So9(AxKrz59Azjk$bPRYG%jBySt<aSuM{r0)F>dR;uUFsr;
zBiQJbF$2_Ksw6bqqc?bVn(<B*;5(tTwP_HOAWQW{)F%DY_?JYpvChI?oJhT=<f#V}
zyw0LS$MDvK)>s`dhnZTuz6OuE(-}|S^0+h!;+Cetp&*PY0&M3_;40#5rwhA{LEp^c
zi{Qth@dM^n23rXdm^Pq%9fGClRbW~LrV{ajfJ}&1b|gSI<Zx+Z*#K@iH8Ervte%&N
z$6i0tWBupRd>|ZmhJuzG?qzOV$Nb1Cv0i69Ytq|@=7Q&h2?0TfBEjr=Fj;zzs{u3}
z&s5DQSbqIR=$Dxjm`)iSk<N2MPpKNStoZUkIYguzxW2Ggp|wvgTMh&{UZ^bi;<f?r
zRcRMqg&0WQ!j@0|2*BtgNTBG_6WH3n_>{!YU&QE`oB}|4tpY)qvd9Cm@j)5VfmKr!
z$4Cu?&d8AY^&46+2|kTKF3~mnuohYvac()2WS%QJ!Y<k^O(MdsMx?f?unzgU$Bt%L
znq|k!BKiufP+uXDp9kj<8j+)QgRcbwdlj%1A_(e?GPZa+DRkbsuZnj_Em9Z)(7Dl7
zalaRi_8?rP>)|58fM7}FV?`r^1muv^tCQkgD<5hQ)Nx-LLyy$?5v(fX6u`yhhTVk0
zh1s?t53oBWz$(mFsz<Y7N&Bx8UyVoC$<0SZ%`yig^{DJ4o`1_SEon1P%p9X&NxAc5
za-+rC3VQkqWc{h$ETLV@1@YT5au~(8K#+iP-MS%Biy;yUad3Brp>30Z#XuG!B3Hj~
z3@tvrZl}<GLq@>?j|jysCT@?@A{~#4FMDCb;+^TGO%dC{rNE30?%Z^C1CXO^BB5jA
z&LEjxjCf)q6Yifiy!MC|pBV8b*j@LCE-#WJ`*MtU5aBW(orOLUsBjsNq8#pfdLNPD
z+SzeA<Fnj?1_G^MBj>f*KwDZ!zLE!x^h=hbJZjiEBw%;TD>p>65(X9|0h<=C2||^K
zeM_PI2~bl)?;O#0_!fW0>9#j}oj8h`Y49wF;Ndj{`9WfZvJ@CD#k7vWL4iOLKNxY*
zqSZrHKr?T5>F_cY`6h(z)K$kkz9@X_-3L!`AA)V(Q^>})!*57vBAc!oI_&#dPpX10
z;uN8Q%5E<+TII5E$Lt${FV3=luD7N^NSACosi4#@IUDM%!e5^02b%fvtqJ)vLv$4(
z?>B-Bq%zeyfab|FhF$Xe1%kT6E*uvrPt0hVWkO8<2Ku@E#Ksc3aPz9EM9D}SD6+kc
z_5cls3Q6R_!iByYp(lMvz@Z98QV7QzCL0A(GMck?2m#w&7~h93Wdl*xvy(Bxv|Vw5
zc0Z+`9fdfEVuV*aNnesxi-~xhjd2DYdVP9`Nun9<{ge5n?64_(wr*KhiaZ8^^cZek
z_*vMKE&<s0OXHonU8)V`6W19U7qOC%9I$hlWRF~IjY#Lw2%_SQr$vWri-OcJWSS}T
zmf{Rxo<()@r3C1I=10p*reandDhbw_kV)5?FfmW(|5$)S)|w(&0n+1G%H>$HS2jWF
z+pp;rGup~U?G0}I{zc(*Z)WH|4?J;=v3DecL2^&BnEX-Hw*(B5(=v7n)6$7%m2O09
zeHPg+wh9%ai{3!etUEPoao0A$o-eT_|EAZ`YRrhx*t6!W_MZ8j+P;OpZb`qL+cA+K
zm<@)odMTc($AyHQ_S*=pP%@32bODz~YVkKI<i%CGa3YTy9yv-AaRNz#qvY7J$x_;l
z2Y*CzvkJDi7bt12MA4x@S}aehxhX;m+|$NH#f1&=bg)@^l6keVnGL3vnP~L!Fksms
z$sRAZ<nt6opH{_`&HcSJRm(;*JPY*e8_deYZmbmJ+fO}?GU!z<{gr9Z$-H_8sLKxh
zj%@*_kOSeyU?B?FQ}GbfJFJ@D&kPf^s#=(XCR7o}Kt&B@_<HA7%prkwRRWLD9Ckf)
zAIjH&A(^*NjJ$~IG!}{BBgIk^^|c#!u_!8ww%LGvVZ>1fIm}n$sbd?Fg-b)t4E!w7
zfuYPydP6Gbgb#3?R5e41z^>$Rs>)TVBPY3y2B9c#5rAE2qEs^5l|-R;JhR>)%OD(&
zO6Vy|DtG&Zc9UXqJlfp~T#sX%n~q~Un_4G#ulQ%<&|nAoBPlDWUO>P{{QCAQRW+fe
zR>jZeh6QOAnG(UDSlZ-hr%iYUxQb<(<D8ynC1jiG9`nx#6`0sdWx$zI_Dv4h>*NFK
z0b)DnPayNBr(HsS+!N=OKvL#@AGmSEb)+0Bz76NNafz;$3q98Lw6uaHunPlzOOQVK
z2ruW~exTac{gjY!1>im?cNm*_E`&+?l)skk!kW<3=qQpFIpuT>nHX?9ML(#{%edVD
zQV{~k$H-Q@PJJW*<o~S2^@*{9B8gOIRQ22ES6A44eXXQzVX*O+r-t#ctN6T&AA;CE
z^rk)UlqF;1WpYFYIay`Z&sPhq#p6MFp5M<d;xT<(gs=BRGTYV25Lm9%6M`eQ&TSEU
z7=PNp{2XE$pf-`VU4AK)`YeK)=}tUUHQHd?7O=I2r)*2x+9uvWeA7WybEz120c0pZ
zz20eFxQ$^545MzSye6GZo2gAtpZX&ySt{CzKf_I9aFhfJ%k+z_A&VaSN50{xIcC!#
zn((M0mCUFi8#iNW)e78<76aBcNXF?CXRMUcixjHYaH4^v`SZFwL(=V8;tzZEP=aNn
zgzLnI*_+UhaP$Y%0}h|g`@Axe-y4!8F(wk+JOxz0KYZty&}s5FY1r)rFQWZHP!-q8
z2RpiA4V_7RAu~48OXr|nIF~1bGo!8$AX=}A7M8NDof)qMC`W#mFakOhZzyBpb7*Rn
z?s81CgK|Px0U$WHkez;3s~}VY*<sfhZ=u;`*cor;0{T=zpGJ2w4RoWWc;`AlFB5k~
z+$jwqcU>GlTPrw-!!^A#-$nh-8$t`y&|iFoYmI7Aw0Yc>@DyG(r@|ILIiunj)Hn4_
zw~54pf{OLpCKYJJzqF|0#5$-?%4N5>QAxR+d=^>R5j{m&(Tq~LFR#|t;wZn`_Up+!
zidNS=I!VR&M#-a$#%@P-`PDl@f>%vm?4|qRP6u@Ys{@)A=18DwN<)^b!lx{>cz|*j
z>cMzGl0=m^x11+acQ?vn5x@XBZEn6!fVrYwEbDX*RBahM`%YYgwn2dso*_$zq+UsZ
z)8-8IHui(VnC_KWWOL5_E$K6EEf%<|1cMP0r%AX8-|SL3snM?^w>dKn-F9n;@R@3=
z<+M2VA~vUIps03^t4(kAm1WMQ)%Jl>s2=y~nctdI%Q-{LF#KlicI{q|vN%Ih&k&hU
zn-x5cwGYW|ci&^Pv)jn`p62<SB4r93t`xmi9PW)+Gy14ZuwE3r0Rf~?S;hW@cw+fW
z-sk_4F;o11!kE=z@&1Y8tp8N}A2w>gTbBJVFlG$D?AzpN|B^BL)!6@;F=L}=_#<OR
z)MWc%qjr&l-N`M*Vg&;MBwY;-2$Y6D^kfkYK9s;3J9=WyRRb~JA@dP*+EV;ZpVrQs
zDyvSoPohet^r=|I{XTL%bs3L${pGc1tR)cK&dd@o!>V765!SA`ZJ&3$?EV@c^N|IU
zmCfz>0%7UJnK3NKrU5SUA~Nv3X)$v88sc3lFz~&#>E7f*ubQr3o0{nf7K@vo$ONE9
zibE}Th;U+eg|2y-9GX$u4$dwN*X^vGx1*KUvvIpU;dzMw1nI}T|K)ieg0(JU#4S#w
zsmYAj8&j=7N*A#nEgU<{Hq-aY6hIi5hn_P$p4Xe*U1#uPo0b7ur}wuDnc0JBx|Rc)
zNFJ5gM$m|1Ur(pEmxn7{@N_5M^`@?~_LZ*gle5=?OjL!3uH+%DjBaS141?$ng!6g*
zv~u%QyzdSqBVFU8n_A;qZ`-iOEiy8ccdhi(Sb}C^^(`_J)OG^j4K(G*2S&eAfNo1w
zE5Ba>L65h{L|%}dd2V{8^RD@?Vh|rY@pjP~HXvJ}j~-N9d|0Z@hXhVbS35Bs6>xsM
z-KqzKu@jEgiSFVoXo=w*HyG{d6$xq01CDobm6rD%`u(N_?tJ3q*=WnMG?DF!>->ut
z&o+P7{3^)%`vs^l98-x#8Dy;uY_>^i3wD<%({WYw{^K+f{j=ZIb<6esM9FIe!RUNk
z5ZK%8?TaR69cEU~`ymmw9Q-9MZ`lCs(4tu?c8*;~yu;!K_CSMl|2ybC!<nY$7gcU@
zN{sXY&V`K*nmu67oqlT<9!_Vhe8<q=EY;2)c3W%r`xhUJxeJ8L4n(F>R`>6D-|Rh2
z!BNaSq$p+}z{8Er9*l!!-+%(q#;03IACMen&flJ@5qllFQo9N^tWN13hl<LtAH3dP
zcDaj3q4({(ece32Nx|nYsyB!)9K1PArV-}IMI3JzL^>@1tsuR<_h3**=&|lPZ8T3B
zR(QnMy@dd+O5~V+lUJd4lNq2bE!^+>*cC5Zj?^oo-p;Q$T2C2oZOBFv7!0602Y7LM
zeO^v>q<z12VRk;JdU@P5gls@Uf3oImWCOMY3Jg)%+;zWh&Bnm;9%Zt7e!JW2u#%(l
zz5*~@#l!<w>Dd-}`sAYlRB2?zyP{q2^bFyZY4wIO&_JVv^f0vZ$s1kIlr4vszt?dz
z4cN~J&7Fw3S3+^8o@Aa$$268@QE@tfirp?5S{K42pNq}_v)W8ae^kiUn`k|q<6Gy3
z$GG5}83V9u!>1~vg>s-OIh;o-!0(Y6JcY*hvB94lXu`J5H-NQ_@W*Vhr!n3FfWHG6
zM`vAX->rPsiA9RsxL+aWOI+*%pUaS5pw?#f`hrx2#xW6M)JY$shVD$n6+!+<0M-qk
z=wcZ`gngwzXG>4_G4zUN42gyNQ_fO6dUyO0g^6qr(kBT$3s2$Q+|kkWuyW>0rW=p`
z%~wzMQb>66Lx`7gH=H0t_Xo~;WNA_?JOjAz(2~zKUyiF1zk;H0rx?J4Rind^L40%9
zq`R_dWNkG7&tXs_;7M^zSYzA$yetzVU4nym>Z~j5@MOa?iK_NwL+tIkJ>{vkROeak
zS73@1`|=!yha9k60#J-1^Mdv2rq8Sr#6CfXOKGCIgk@dIXmZ7u3=)V0)neT~)IXpD
zQkwIfk*EfW&_{>CEOK<|;6m9La2=*nk7NaY2F%?2fGyeEcGK!+6IX|6zjCb<I{gw|
z=0fa<Hm>82YmsVNmZ!0PC+&w_cy`un^3^B4IZ-*%c;D!}7|%k}VVj&Wp3wSm_nA$$
zL3mOnoK+r_JvQ%|gh5xyBS0IoJzF3OyPBq{XCS%C1|vff&9P`S1Y?A4#tLV_MVw7W
z-!vHcvf>%WiO_51oXNGPafIPVs3hEaDKOh=`-)~Ia}bzlbd}mHc0(eZ4Ld>_AAv;+
zk&e_Fq!e!b{IddbA<gYey32}!>UBDWC1oNILwG9ibIX)Nk&JwFGP8gKqr{#=oANY>
z$g8+WbqsuRiH(I)bFwBBS_=A+eja7R^0axC&W(I4wjxsUy|jjsYK*M!cGMP~3MQE9
z!cx@w6vn}rZ8)@Y4Pi;&8bNAvgUB8T8o@N_;t}K`DT2si%~B+r#gGJZYrkVBQ3VxB
z7z)nliNnhYIgW*(BRCBC1-U9f5gx_p1=@TOgu?dAhGGH!5$46;#ao(<h7hFy!el{!
zkEx9XoEPT9@9R@<ExQY)0S8{>S%M;McY1FloI|P)YCjW$R-uALa|fckkg8MW9MqqH
zmfB<iH-<PhL;1sQ9Uq0IYH^#Pn(@1XF)u&N+Z1Dn;twNmIrLp0gpp_$0<;!T#hFB@
z5FAqxznI-N@HJ-z%7=Yrx-OfmuRYgPFksL@ETiq6VDu}A+P*?2dU{hr+mo#ba}X4t
zZrsA~XhiiY7QRzCeA3@l%DO81if;M6`uyjp8n)!?4_>^_x$$g*9?y+IzGkfOf-usy
z;~Aeg1Rc8K3GX_$D)Kb7Y;+q86m8<1zZT2ddxE4z6hOyi12`#BuJ?kL?4n|$EgS1Y
zqu8R=b`A8NDSO7tyy%<Cied|QA!zfFu;32>m*Z|>zBTkKlfz>!a^2ozbeo7q->49D
z)kQ_$dC){%Hnu%H8{U%faAZzUDZz$+7gm;&${d;MEsb7ai4|4ryxCV(`>Zrhb<{c`
zN{VQyiyW{{osJ`{qa?eKOJ?qfbg2`A4hes?la^J<gmk3Ll!$<Q;@ykK9F{$q6~dQb
zOqGh_Z*l7E$*w7wLx8)n7Qi0#s*S=VRE})&Riz^&4?qM%1b~c)eCE}Hj+lBKwjfsz
zP?1d}yr{F+-cC~V*dQsYK3$7{*wHa~?`St6YGI5Dp(;_CUzfE+(ClD0E@)whjG!!4
zhH%T@d<uwj@h4nPTa;kPx-_Cma(z?U7uzH7pb}XF`#2-!m6McFPmIFSYLOWIK}TP8
zZjlV@$}u_o0Z}^1QBY36$m84|ukOahQ?p(oDs;r&ZeSlQJI}XzzJT{rzWz#YU_+4Y
zeL(_p1E<o;u4GpC4A2h$Ey@)pgoFVAr5^n^&zYT0zAHd5&=_X+8S9qCY=6AWV{B!A
z7Wz*F99^)9X|pcT43rqY;#&&az!AN4&&AV(dRgtmGZ?@X7{EC#BeDjzH4vbRc@L%A
z-2=T+nam}TKJ81fNYJh9(H4M|ZD!nxvu-KN0BfWAwdMX7Qzw+Iuudm_mxdASUUWWI
zS}Jzg)ys!+eV6*SQn6yJCR^@tN{e=cq0fggi-5ODh-iw@8a0HD{2B~RKh|cpf|_?0
zbliJTq~ISkY=sU}?S!P{Z4V<L21L4!onO9JR}Ux6ky~)#dZKhEj=JCsJRt^DVyU*!
zjf?Gx`b8M<bT%3%$TnJQ$nVlf;pA4z{51A~!F;9Z_#xHr9OW5Gv1ZdBX0}j*v1HFM
zr)0yO%0`(PyMUOe!|~?t{2p~QGq5fnhwF(4{%z_DBl<zG41|{4&O?J+VYO3S2I-*~
zhtsz{gnLvredy1Y);tN5S~yY8;W3}A^d>CeM*QKQ%WhhRZFYrfV3MytLt3$qo%*5D
za!$l1;}(<-9dHO_vt{01&g8E4eVQ|IYO<vN>Bi;#vOTMb`0d;N!{=j~HkyQ*X|{!9
zny()o#(Clc5fVbCC;c{(r$V-ps}Z|N^*CcgX>HCCL#sj3gKbG4--XgjGoi<RE5Rp8
zOW~(}F98QMj|7^wMc1tR^2^9b&x-cw--#9rh{s~~SKx7r)8Iyemu-p3i%yC)N{1o%
zi`WYH%>+77S30`iP1L8JIzK1Z#NVr}#k^H&t=V78BL9eb55xSr#p=jkGc~Cxs$KP+
zL|d-c3<d27wc%$xEe%>i-9&icUhy^7U4vyh$~zImb~}(sfo<N<a<NH^`p>B!rmuY2
zvodI=)b8Qvb}1}_ldh87`4oGv{-aJf-ZbehP1TNwLIv4RY7N_bcIlNBo`wTOmd?dj
z6%`>S<nNgER~6G&xM_N-;+5ZDwvb00ochnD!j4N?3_@&d2!p~m@t*x#SemfAPZN_D
zxVpJQi#twJu<Lssk(-r?wA^GYiL{b6C(gx3D!f5gsxsF>xv?biFyQM#p@WwAzyy!+
zfir48(kmihl4pd#g!j>a6@{VDNh<<if~Q2lBptXIl1TVV5`!BL7KFeJ!eH&fV5u%^
zE5kH!DIBux!c(<)4bq2M<cq}6l~VDl=F?$*{W9!F<9SN6%-cu9T8noWg^Kk$a$8E!
z3Ck1;rAC8wQqmPri7vKnRJ!}4k3Lh8n=y;51bvWYqgz@IiLq<%dnj|v8q{CVJ)q!^
zI5@r9#%V;;(>HwB^+0ky!ba9PO4!#}4QFeHL*79{z@q~oZ&;=uv^29gRLhplLWLYZ
z=&Ej82Vko6prh~o=$Xc3MS7ku$|pOplTJEL@6A~On*tCkAsi@VTbx(M0O1}qa{Kh)
zA}CZH<gf1GLr$7oTCW<c-^Tdds++sJ1k=tzDvh)hpnA3(K9Of>fIDtdC>u^AFnMeD
zm~MPZR;h73a%v)BZ99A648K5ayKLuSzS1o-CUl+Dq`t?`j|#FKPu2vVd5xbua?0-~
zyRoIdcu*G)MLgmwLZG}b*X{10o3|of2O1s%gfi@pZJ6-A|6%WY|Iro}v)HJF1K!UL
z?g}<aWhD8-ya+wOMe_jjHPL#Z?<MmE>Leo##q*o-wJ#y_SSwX<6_q~cyi@q5_t9W-
zoRLgHb1u1Ec8+)^@J;WczC)`bn1W}#QyVA_cqVjB_oBXquOgU|p1`f*+Z)}W&JIs|
zYlbUYo@oSpIY%5sC>2g8!geT_OM-3v8(OtCq@#yu0=wTB((iK-f4Ho+SG#>>m)H4u
z_AEo6!e6H%B!ht_KNej<0eqA-9L80z6Xx)U(pw$ju65>J>nb^|bo(6Xh^Mrc<==aY
zBHPg3PEC@7Na@(5WQI4^{H^S+p4Z$oZ7y#XU)kKXuLD5Ri7r__guWrq;8>aCD4Yyf
zWsFmLgyN;w04)qS_F*|?_R5fK&s3pdz4XRUk5@-*6%SIiAtNx2rhE43@*s8dNU>)&
z_bW<)ytVtPp@y4CmqDEE-c?sfJP_@a{;mh;VbN-cglQ78I3zS5b{#KXZwBOk38O|v
z@PR^fEXirLlz?DXUQRFzy+y)V99lQ1nnnvOCu9VN{E-<buuw!r>)VpMBg05~>`;5q
zwWCAz*nD5a8#9Dd2yegbahqhlC1LI4Onol&bgQP!60vxW3QHUiVgXrrswSujjBKd&
zfyH~e1?WuUt}+1gne%25HB*wmKSUNyZDC*`^o*+_plP!DwEmh@3IKE7SLeV%pqXZU
zFjMY)kixI}^QA#P-x4Lil(E(U)X}gzqH6&&@4JyvPntZaeKAQYt5OrIBpFagd@TWw
z`(l%x>IWU0ja}3SG&82@9*sy5`VH6RVah?1cV|?Zf4#_9$fdmhdic53NBMA*B5`pH
zh=mOYpx^a0W#x*&J2SSInmyqKsH12UE0mZl@2pk|td~BQ_f6Vdbx>hF7-t=f*wg>H
zvL-)sXN#FMT~eK-OHq(SYbK>PzAjC?`&QXW=a@Lm>@3_TLMF!rnyvW>$)yUa2CPYz
zP>YcpYcBf``U`>=Tju36n@a_J^&GkD3K_>&K3ZTb-3xihR$i%yb^1lU@m(i5`kS6g
zoa4YT8q!)x*Ia_&iN+}JlP}{7Y*wR7ha6o1DOFW5T~$zA8%JT`U%56|E&$MCn(wN*
zj~)xX#zF&4;l)=VNH);7YFo=jDsc0Edaag#msWIr>pwQZGI?}l!pC_w!2(CLFHdbi
zu%)#j+BqE!hi_0|<*=f4BD%4>5<YA@37>2^#L`fq^~$-C1`-)ug^rlg%Ix-0@NsC;
zFsJiKMbqy9XDO@_O)Wb70Ww66oqJSUl!xYBIcRU5?_Z73`jW9dB>*c#;G(8G1Wdic
z(#y#rx$by)aOp&=_vqE|3f7=8yHdWwV&HpH;&Hd4f~P!NWqNv4b+tGkKwbx!Id&ho
zQ?tEfq)=b_sk4Yb=}I@c$^*w+0;gTflcGXcURqhTlFeFv;MNzNyVlXhhY0u^r<mB{
za)|y*<t6m~yE@^vA+KZwF!0J1Wha1BD*#v)->|kew)?jHE6B_w39WWxbHRq6^u!lv
z2^qu6vr;mCSK35sU-#8&g)V}z3kI?&in)GbGf0I-E1PW!M0~Ap$=ONLPM;IcYy>MO
z?a`v95lT|K-1pA#cdAay(aD^gq?|s3D>Dd5?4b}kG!r!)Sw>Cga}pJfPeo%YoWX?E
z7Z(DQOmhRJI2l}dS9qqJU1o3iQ^hrRy+hIgsE69<{0SxZ%gpS*XT<)<B{KY_^&P{X
zTi@~h|1!P{w8Ucl6TRtwv3-BEzN7!;1pB|@@XGMJq`xE+e{1c($L?<)uMA9#|IQ|U
zld!@XLTJBMzF>pyl<U9);L}E;1p-;XSG_je`65Ro5^TU86Q=#{aWu=w{W-N3?T!$_
zHj7-^fxG#s<f&L}{pGSuv)xPe#k1jKBYz`L>vRuQH&Z-e(zM4~cf)gkF+5VJaXxB$
z4`H@O>zY@qb_RQ)bASHv7G$@wxa#FqUR1M8*NPZGtTy_}0~i{PPC`|HHS<f<Ays{?
z@!Mf)ivz}HRbRMWxf(Z4F5VN~QkD72@<V}1gj$*ftr5Z?LDJgWfHKVLr~Lv?OZj^m
z6T8LS)A+AZr619tz}6kSoSz<^TD7`7)t#I*UM=nmhMP}oLeHvi*A99qCn>Nz7+bM3
z@FtDVc*@kRn&(l>NA2Nc@FLY8)=Z9RTP8gQRaqX>bvqKa?ROX4@xrF{a3%L3yf8K2
z+ksT??VS)a=9fH$OksBG-I_DO=Sdg#P(;~b%fBNp)YvL{xdZ^%-P?ONEO_k6^lVeu
z0~^jc;cW(=MNDJ4mc7J3RI#|jaM_#fo(vvMLqbMysaycSWhiSmE)#vTb;?pXctnD-
zT<a#9_ISJb#Pf94)6+Sj^|6Fn$yH@y0SrM|g48OZzP(;R&H=kHlePdc?cs}Zx(y?w
z^qTXMRA=Iyku7kJW}XKmCdOVz5bT)Y6ZWj*?whGHiF~1d?;(mK%l&ZcR#+xrw>yo}
zvp;ilNMwx8@!0NtGvXRq;N}HZ;r5A78P@>?e;JA9JrI!gA9<5Jm#Vxb3LxwqcB}Ei
ziFj^uB+)wEuQkqa6)HT`#9i~kKHC${Q_~uOq~^~-aDz!q_`FL>rde2!%IOTXx;jQX
zK^okc;k^2c{4#Yjr>0yve&^-x;_+orzfd96pK~Rh4T9zPSmP5~nHTVmB)hzPd0@c+
zN;!aQw-+z;!UstfckbO>X_RRjPyYt#Jy%_5E8!hq@6_OBkOeDJKbDByk{r=?RJeY%
z;FDX`$0t`3C9Dg5vbnz*?P_$C@&0J5+xiuX_Y9SV>VvVaJkc1XV+H)NReHfibta>~
z1Oi_pNsE^d>P1aYO}E>XR5!zOR~gtt#NFLR(^YAdfQMSB_+Ga0>UpVLYo%U_?OY-P
zjvq!pMwr8ju*Cs8-sNW$u_bI0l$eWdL0xWuIHQ`(T$F$lxN~DbpG#2ddj%ht5xi<H
z@=XgFoa{0G*jO9PN`$0|2j%+9`FO+vM#PAZ0dCbgV7a^!1*dZtKqgTufGK%ri^wQ>
zj-}3s4iwmyuoAk8&pB+St2-o?M8gBQl?vl(h>*}AHwIb%GjKo_HQ7l+c>{VR3KW7n
zUWir|;Dt=R6Vc#4L}sT{Xgls&E(?%*gk@A7LT9nE9aE(uz)BP<z=xY3B>)d8B>?K8
z{Uj9)fMqafXLuH*H)&PssVKk-BBM7}Ih42B)&c}JfIEm9jLXFItaUa^qf0*ktq8oT
z8jcQUP$JzX+|M}QEH0o?pl(Urai3wY0w$pG%dsuvjY`laV`3O2<HN5ZpQu+O{d>&{
z8|#k+{TV2sH(6^_YE%Fu4yA{6XeXf0XQKV%>N{&wP1rf)D-}iTzu)?K-HOQ*;%>?Y
zC+GY4<@?*HIVaBJre}d30Bj&rM)TlAJ#6k?kS`6qc`q&3<!f8pSWSirBb~TGxl8z;
zh<TP1T==8i-igEUsiR28(~^lF*o{%8j1w^oGMb5@%@ogTHXXTQ9<}MR=HxJ>8J`#g
zbEfXw2b%5%5p%$*50L^~<WM8xTY_rd>B6OT%ifp9ol))%mL*MaT1bzdLsPK#VJ~M~
zXy*hb{&3<B)0$3eT94;mBF8ew9I{biV}P+v@~N^0>(sNbgdkEUlt(pAZX?CbG(@@-
zg-{tsFA7)E<l{LvAZ@r<6gv#Gz^~Owkfe*tf1SIkQ3E42pyMcpsI}D74>GCS9VKb$
zYmc@%WOuuDu8+B^gH4IkxyBr$<Cl;iK*FG)wxj_5!J=&o>lZhbD%=Z$RGv>%!7hW9
zR8kRxTk+&Nr`HB{Y62{kHReWWiI5pI!I%j#p`dlSyu}mEI#e;Jc0zhZ@){pr_fRp2
z1wyt(0*v~oEQ=3qafS%`v>pdEw$PaU@p7tUVE;V^H33giA}oWB*_S}YynU7X#DK|Z
z5=IZ!m-4W%AC9CRGvWl%ZZ|oMjrUWQD5Di9Fz22PNvgA&RJ$>RJ9LujN}bKZ*m}1y
zdOfNVF~CP|RinKk;mcR7MDNtSoY9+_&51^MN4S_KI;=fmgWyJ!T=wju1iOMP4^qLd
zX`h6@$88T5bF6g!^da$Q{eeRUblE2;<i?p?JpS{_)sdC2LGiPXx}Vu+?1@-9|6tPm
z(m1mp^xQ+A25g%+1g6eS&ngw<GQ+_6%deLca8mtI7;cff1k1%T3<#88mI0fNLe%rV
z0irx%w{g_sMH6V~3_`Dh%}*^hg<vZ%gH^zIV@^Z{#-*qdt;?yoiWYnJeARBOiHqKq
zwT!coK$li%r<15mPJ6k`V;X#n4@lBS<+U{1o~P$%q-~74D%R>6%bnjcgx7404QU)2
zqq4MSgu+^(@=RSBy<%YvZT-lyva2yK9U3FFvSAEeUZJ|8-8Te&b@JqnuMmb}4Gc-`
z5wheF86lF;T^>ut5U5BViQWRb^~OLOu%&G6+?k%I<4<pb)%J65vK=pKUU7+lXi=9r
zE!~nPcTXdXf~uw{i)?r3Hf41O-JxMzE9e#+oQ#<^#MEHZZ!a&Zw&!)63E3;qI1WZV
z+PzVgT2pXfYQ+s!wHhCnB=wWmxVhWv(Z!3k;kOH|y#<x{mbQ0|1A={@ckg=-v##i{
zO~UfN*Ekt}t}uG(rF~<)Zg)ebo*H!op;J{EEaEDG()<ad=Vo=J5Lkq3{Il~4l6rm-
zzcF+w3{GQWs+pZ5S>mJU`7XZ}+-DICX*Akx5wxqhQCXTD)jdDg0J@tnBQPSgtM>`$
zL_@Hg6||Lom)ZFV=+gNljIgU|kF`La0F2v|tms%HUcyB>g<Y5IBFv9>weMb-T41mW
z-^NPS#B0@<X?dht>uZ%}S3*kTfRiFg$z_mr<bv)bvXCOlDB$hJdMZAQj7esaW*b^+
z1mH3s3FObJYmwxOuaDix;jY{)uiCsY$T8o_X&z43B=bnAkDcbQMesuDmfFb<3(n0%
z26(nnJkgzx_9O<Em94)xTwT5UFd{rb2MoMFpB~&VyhG3du=3Jv{n<|PuLGC-aSQy{
z4k!%&PadZS&SSCtndbi!*BN^Hzx&QGF@5ab8U9<}83uVeSvm$Kx?05#51M<*G3p4g
zYZ&D3x~C`J{9R8pj*b8y!Dq6wA-exelYjAr`P;sik%@(wR>48n{#T?J6)DNz+m$k~
z*U{Ip*ZJr3buM0KYaKl^1ABa310xelZo>1H4nlkreQrW!W+^%;YXJje6H!-N0|i%U
zMLkzDJ$8LUULHs;XAWlzYl{zQ_|6vQmUbM@+=MzGac~ScKGMIkX$kRvD`IcPP007_
z2EK}vEWUu1tpPqW4HLB<9UU`1D;o_x6DuPF3l%;C9X$gr9UCnJBQ-rE2i>nf{J(t&
zc_2ShT(<g#9P)y~e{1gJikr~b-rkynme$G1iN=YM#>&=+mY$uRotBP)mVtr#qXe~`
zi>1AeGqt51(eFb3E=SP7PS4iF+TO&<691Q69bGF2du~F)Uk&}^^S6FkSpTCTOFNq1
z`beW^WkKt#V@*p>Lr42(mGt%gQODZB*8Dfs^z~>B%ndAl#RdAPNB^hwtpBA~|JK;Y
zjgLx<e_H8d9HgZF(cZsR`@4=77PS8W;G=(BA5}O6K7tq7TiGgFS()?5D*OfqGmXBv
zIlhvCt=%tRm}wYj7`SNvSoWV7{U%1rO5eoLMerlg5YNXLvQX2pQ8Tb8($jO$F>^38
zP||%Q=zbUSFD3sV<2O|d{wFg2rR2ZJ(AVQIw6e9(vFFjTwl+7>)A=>9v>%vp(f;$+
zzn8Z+u{SsPZDRdnynmZveCGE5p8E@~UsJ@~<k!sOFxRm(;wE&a);BQJaWJ<h<dHJb
zv$e9bGPK86wzAd7r^c6c&^0%)Gd8g_!nZQS*KyMM$o)w0o9Nr&e`txXXscssXKiI`
zkFQ{$_b~wY)O-#`4j(>tzu=?Mx6*UwqW!(We^=!9+<({axBmUHD_kFa*86>M{~+O)
zSOo){f6x7A2YEh5$iU9t!S1gV`1kt1Dezw#<NCm!L)O+x-$Bp7mWS^HAzdANd_faC
zdlPeW16zFhj~@;`nX<`8<SZvUa;{%P_0Qt}GEl!wZ4N;zJ%?Yv8!<s12L}^<4t+XC
z7B&NRR%%9lLtSbndIke(Hb!<mYE~vj7J3~$T^1%r#^0u#l+?f0{V#IGEbZ)dEcFcj
zE|-PffcaxRVxVSW(P5!xGGN!CW@BP9pr&VH{*Xy;pvTV2`gghiQul9ie+TVfR+isj
z{yq0&-TGKEY5%ci{+AK>$0YpUO#HLM|C>_(AnQMk`~i@^zWfhde~r%{?*0d^KLGOA
zm;Zt5ukrcA-T%P#2SEP%@;`9>H9mj1`&V#5{`1uJ5k8cg(COn$^=HSrzm72Qhodpe
z|KaJ7-0zm=<FsRxa&)uz<C5eNEY$#zVC3lE#gOPsU=ip6<f@(s;z5g^0D}*U`hGug
zA_l>m{h4b2S4Qv*bgX~%<jOswD+GuhUeGJgiiFBA=8K@9pUpl6G}&>VM4CPme16_^
z*XzqzcgDREas{pdj`6~IOZyd)SQ=e#cirGwZ1%q2$Oe0ej#1s>LD?#LPI?XAQfaN`
ztDFUE2B|o$BgGE1R<yX<cLgQYMdtnYm}t5g@|XkC?iM3-`OP@H&ve2jjlpK$fZ9i-
zhR<TyL~O)iK6aGq(Lkj-rT1yWjMQ+Q7%$5W_5OO0poX6tqqK&hf;X`X?$GBvJZ8Et
zp2a}Z+IKfEh&lnfBNP$-46J`Ky#GBO>qnqh3%lP!#hN=<SlWFA*pRjThzR@Jf#8?*
zJMEu@a1|3&;}T#K6cA$nFpy_urK1yIVijcP6JlUzV`66&WMt$M5ai)vV-(~QW)WZz
z5absSVqjuoXJ=y+ViBMh{`kkr%16(mK`UlyXob)4d#H@Ru?1{wABOu@ABT`%n#$8E
zn7A6?GqC*58K}q`7}6@M(c?4X(`)>bI51w*)dc_~5$@kZ1|z{QK@fyg^IqiS`%I)F
zcmST%h9njauc8mGl8Yf|ivu2d0u*ZRBieqf9lfY6k7hjL<xnXOW(XaFAjv@YT{Qn4
o9^qG{4>MF4kw3xjW1nto?`&&e2m?t^&jJHUOe`cL3<LT90YBV1y8r+H

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/csv/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.csv b/src/test/resources/technology/tabula/csv/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.csv
new file mode 100644
index 00000000..af75b5f1
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.csv
@@ -0,0 +1,96 @@
+"Serial
+No.",Contract Description,Contract No.,"Method of
+Procurement","Contractor/Suppliers
+/Consultant",Address,"Contract
+Amount","Contract
+Currency","Date
+signed
+Mm/dd/yr","Estimated
+Contract
+completion
+date
+Mm/dd/yr",Remarks
+1,"Procurement of 33No.
+(4X4) Pickups, 4No.
+(4x2) Pickups","MRH/IDA/TSP/ICB/G‐
+1/Lot 1",ICB,"Japan Motors Trading
+Company Limited","Box AN 5216,
+Accra‐North","902,418.00",US$,13‐Sep‐11,12‐Dec‐11,Completed
+2,"Procurement of 9No.
+Cross country (4x4),
+5No Mid‐Range (4x4)","MRH/IDA/TSP/ICB/G‐
+1/Lot 2",ICB,"Japan Motors Trading
+Company Limited","Box AN 5216,
+Accra‐North","62,785,105
+11,200","¥Japan
+US$",13‐Sep‐11,12‐Dec‐11,Completed
+3,"Procurement of 2No.
+Buses (30‐seater)","MRH/IDA/TSP/ICB/G‐
+1/Lot 3",ICB,"Western Automobile
+Centre","Box CT 215,
+Cantonments ‐
+Accra","214,885.63",GHS,13‐Oct‐11,1‐Jan‐12,Completed
+4,"Procurement of
+Training Simulators
+and other Tools","MRH/IDA/TSP/NCB/G
+‐4 / Lot 1",NCB,"All‐tech Engineering
+Ltd","Box LG 426,
+Legon ‐ Accra","198,770.00",GHS,12‐Sep‐11,31‐Oct‐11,Completed
+5,"Procurement of
+Lockers, Hand Drilling
+Machines, Pedestal
+Grinder and other
+tools","MRH/IDA/TSP/NCB/G
+‐4 / Lot 2",NCB,Wagtech (GH) Ltd,"Box AT 211,
+Achimota ‐ Accra","235,376.73",GHS,29‐Aug‐11,24‐Oct‐11,Completed
+6,"Procurement of Speed
+Radar Guns (20 No.)","MRH/IDA/TSP/NCB/G
+‐7/ Lot1",NCB,"Nadanta Enterprise
+Limited","Box 9244,
+Airport ‐ Accra","52,350.00",GHS,2‐Nov‐11,14‐Dec‐11,Completed
+7,"Procurement of
+Alcohol Testers
+(Alcometers) (40 No.)","MRH/IDA/TSP/NCB/G
+‐7/ Lot2",NCB,"Nadanta Enterprise
+Limited","Box 9244,
+Airport ‐ Accra","96,150.00",GHS,2‐Nov‐11,14‐Dec‐11,Completed
+8,"Desktop Computers
+(49 No.)","MRH/IDA/TSP/NCB/G
+‐2/ Lot 1",NCB,Navoo Enterprise,"PMB 89, Madina ‐
+Accra","48,020.00",GHS,2‐Nov‐11,22‐Dec‐11,Completed
+9,"Laptop Computers
+(15No.), UPS (15), Pen
+drives (8No), External
+Disc drive (8No.)","MRH/IDA/TSP/NCB/G
+‐2/ Lot 2",NCB,IPMC Ltd,"Box AN 7617,
+Accra‐North","34,594,76",GHS,17‐June‐11,16‐Aug‐11,Completed
+10,"Colour Printers
+(21No.), Black &White
+Printers (3No.),
+Scanning Machines
+(4No.)","MRH/IDA/TSP/NCB/G
+‐2/ Lot 3",NCB,"Microsys Company
+Limited","Box TN 1393,
+Teshie Nungua
+Est ‐ Accra","45,262.32",GHS,17‐June‐11,17‐July‐11,Completed
+11,"Colour Photocopiers ‐
+Heavy Duty (8No.), Fax
+Machines (3No.), Black
+&White Photocopier ‐
+Heavy Duty (2)","MRH/IDA/TSP/NCB/G
+‐2/Lot 4A",NCB,Ultimate Suppliers Ltd,"Box AC 342,
+Accra","243,294.00",GHS,"23rd July
+2013","15th October
+2013",Completed
+12,"Procurement of Road
+Safety Books for
+Primary Schools","MRH/IDA/TSP/NCB/G
+‐8/ Lot 1",NCB,Elkhart Enterprise,"Box 2026,
+Dansoman ‐
+Accra","11,700.00",GHS,12‐Aug‐11,23‐Sep‐11,Completed
+13,"Procurement of Road
+Safety Books for Junior
+High Schools","MRH/IDA/TSP/NCB/G
+‐8/ Lot 2",NCB,Printpack Limited,"Box 1486,
+Mamprobi ‐
+Accra","9,400.00",GHS,29‐June‐11,10‐Aug‐11,Completed
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/csv/argentina_diputados_voting_record.csv b/src/test/resources/technology/tabula/csv/argentina_diputados_voting_record.csv
new file mode 100644
index 00000000..bb20550d
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/argentina_diputados_voting_record.csv
@@ -0,0 +1,31 @@
+"ABDALA de MATARAZZO, Norma Amanda",Frente Cívico por Santiago,Santiago del Estero,AFIRMATIVO
+"ALBRIEU, Oscar Edmundo Nicolas",Frente para la Victoria - PJ,Rio Negro,AFIRMATIVO
+"ALONSO, María Luz",Frente para la Victoria - PJ,La Pampa,AFIRMATIVO
+"ARENA, Celia Isabel",Frente para la Victoria - PJ,Santa Fe,AFIRMATIVO
+"ARREGUI, Andrés Roberto",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"AVOSCAN, Herman Horacio",Frente para la Victoria - PJ,Rio Negro,AFIRMATIVO
+"BALCEDO, María Ester",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"BARRANDEGUY, Raúl Enrique",Frente para la Victoria - PJ,Entre Ríos,AFIRMATIVO
+"BASTERRA, Luis Eugenio",Frente para la Victoria - PJ,Formosa,AFIRMATIVO
+"BEDANO, Nora Esther",Frente para la Victoria - PJ,Córdoba,AFIRMATIVO
+"BERNAL, María Eugenia",Frente para la Victoria - PJ,Jujuy,AFIRMATIVO
+"BERTONE, Rosana Andrea",Frente para la Victoria - PJ,Tierra del Fuego,AFIRMATIVO
+"BIANCHI, María del Carmen",Frente para la Victoria - PJ,Cdad. Aut. Bs. As.,AFIRMATIVO
+"BIDEGAIN, Gloria Mercedes",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"BRAWER, Mara",Frente para la Victoria - PJ,Cdad. Aut. Bs. As.,AFIRMATIVO
+"BRILLO, José Ricardo",Movimiento Popular Neuquino,Neuquén,AFIRMATIVO
+"BROMBERG, Isaac Benjamín",Frente para la Victoria - PJ,Tucumán,AFIRMATIVO
+"BRUE, Daniel Agustín",Frente Cívico por Santiago,Santiago del Estero,AFIRMATIVO
+"CALCAGNO, Eric",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"CARLOTTO, Remo Gerardo",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"CARMONA, Guillermo Ramón",Frente para la Victoria - PJ,Mendoza,AFIRMATIVO
+"CATALAN MAGNI, Julio César",Frente para la Victoria - PJ,Tierra del Fuego,AFIRMATIVO
+"CEJAS, Jorge Alberto",Frente para la Victoria - PJ,Rio Negro,AFIRMATIVO
+"CHIENO, María Elena",Frente para la Victoria - PJ,Corrientes,AFIRMATIVO
+"CIAMPINI, José Alberto",Frente para la Victoria - PJ,Neuquén,AFIRMATIVO
+"CIGOGNA, Luis Francisco Jorge",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"CLERI, Marcos",Frente para la Victoria - PJ,Santa Fe,AFIRMATIVO
+"COMELLI, Alicia Marcela",Movimiento Popular Neuquino,Neuquén,AFIRMATIVO
+"CONTI, Diana Beatriz",Frente para la Victoria - PJ,Buenos Aires,AFIRMATIVO
+"CORDOBA, Stella Maris",Frente para la Victoria - PJ,Tucumán,AFIRMATIVO
+"CURRILEN, Oscar Rubén",Frente para la Victoria - PJ,Chubut,AFIRMATIVO
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index 57d0c634..3a2eced9 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.11,"left":28.56,"width":175.21029663085938,"height":7.210000038146973,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.11,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":279.83,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":279.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":295.55,"left":28.56,"width":141.71029663085938,"height":7.210000038146973,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":295.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":296.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":295.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":312.11,"left":28.56,"width":83.75028228759766,"height":7.210000038146973,"text":"ALONSO, María Luz"},{"top":312.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":312.83,"left":397.56,"width":42.250274658203125,"height":7.210000038146973,"text":"La Pampa"},{"top":312.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":328.55,"left":28.56,"width":84.25028228759766,"height":7.210000038146973,"text":"ARENA, Celia Isabel"},{"top":328.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":329.39,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":328.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":345.11,"left":28.56,"width":110.29029846191406,"height":7.210000038146973,"text":"ARREGUI, Andrés Roberto"},{"top":345.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":345.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":345.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":361.55,"left":28.56,"width":115.69029235839844,"height":7.210000038146973,"text":"AVOSCAN, Herman Horacio"},{"top":361.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":362.39,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":361.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":378.11,"left":28.56,"width":95.6902847290039,"height":7.210000038146973,"text":"BALCEDO, María Ester"},{"top":378.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":378.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":378.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":394.55,"left":28.56,"width":127.69029235839844,"height":7.210000038146973,"text":"BARRANDEGUY, Raúl Enrique"},{"top":394.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":395.39,"left":397.56,"width":43.6702880859375,"height":7.210000038146973,"text":"Entre Ríos"},{"top":394.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":411.11,"left":28.56,"width":106.69029235839844,"height":7.210000038146973,"text":"BASTERRA, Luis Eugenio"},{"top":411.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":411.83,"left":397.56,"width":36.73028564453125,"height":7.210000038146973,"text":"Formosa"},{"top":411.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":427.55,"left":28.56,"width":92.21028137207031,"height":7.210000038146973,"text":"BEDANO, Nora Esther"},{"top":427.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":428.39,"left":397.56,"width":35.6602783203125,"height":7.210000038146973,"text":"Córdoba"},{"top":427.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":444.11,"left":28.56,"width":100.69029235839844,"height":7.210000038146973,"text":"BERNAL, María Eugenia"},{"top":444.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":444.83,"left":397.56,"width":22.200286865234375,"height":7.210000038146973,"text":"Jujuy"},{"top":444.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":460.55,"left":28.56,"width":112.21029663085938,"height":7.210000038146973,"text":"BERTONE, Rosana Andrea"},{"top":460.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":461.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":460.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":477.11,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"BIANCHI, María del Carmen"},{"top":477.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":477.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":477.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":493.55,"left":28.56,"width":115.19029235839844,"height":7.210000038146973,"text":"BIDEGAIN, Gloria Mercedes"},{"top":493.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":494.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":493.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":510.11,"left":28.56,"width":66.25028228759766,"height":7.210000038146973,"text":"BRAWER, Mara"},{"top":510.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":510.83,"left":397.56,"width":74.6702880859375,"height":7.210000038146973,"text":"Cdad. Aut. Bs. As."},{"top":510.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":526.55,"left":28.56,"width":90.73028564453125,"height":7.210000038146973,"text":"BRILLO, José Ricardo"},{"top":526.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":527.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":526.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":543.11,"left":28.56,"width":120.73028564453125,"height":7.210000038146973,"text":"BROMBERG, Isaac Benjamín"},{"top":543.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":543.83,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":543.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":559.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"BRUE, Daniel Agustín"},{"top":559.55,"left":213.72,"width":108.25027465820312,"height":7.210000038146973,"text":"Frente Cívico por Santiago"},{"top":560.39,"left":397.56,"width":79.69027709960938,"height":7.210000038146973,"text":"Santiago del Estero"},{"top":559.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":576.11,"left":28.56,"width":72.23028564453125,"height":7.210000038146973,"text":"CALCAGNO, Eric"},{"top":576.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":576.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":576.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":592.55,"left":28.56,"width":114.73028564453125,"height":7.210000038146973,"text":"CARLOTTO, Remo Gerardo"},{"top":592.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":593.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":592.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":609.11,"left":28.56,"width":122.1702880859375,"height":7.210000038146973,"text":"CARMONA, Guillermo Ramón"},{"top":609.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":609.83,"left":397.56,"width":38.1602783203125,"height":7.210000038146973,"text":"Mendoza"},{"top":609.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":625.55,"left":28.56,"width":124.73028564453125,"height":7.210000038146973,"text":"CATALAN MAGNI, Julio César"},{"top":625.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":626.39,"left":397.56,"width":67.21026611328125,"height":7.210000038146973,"text":"Tierra del Fuego"},{"top":625.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":642.11,"left":28.56,"width":88.6902847290039,"height":7.210000038146973,"text":"CEJAS, Jorge Alberto"},{"top":642.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":642.83,"left":397.56,"width":41.6602783203125,"height":7.210000038146973,"text":"Rio Negro"},{"top":642.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":658.55,"left":28.56,"width":89.7702865600586,"height":7.210000038146973,"text":"CHIENO, María Elena"},{"top":658.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":659.39,"left":397.56,"width":42.72027587890625,"height":7.210000038146973,"text":"Corrientes"},{"top":658.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":675.11,"left":28.56,"width":96.25028228759766,"height":7.210000038146973,"text":"CIAMPINI, José Alberto"},{"top":675.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":675.83,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":675.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":691.55,"left":28.56,"width":131.77029418945312,"height":7.210000038146973,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":691.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":692.39,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":691.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":708.11,"left":28.56,"width":62.15028381347656,"height":7.210000038146973,"text":"CLERI, Marcos"},{"top":708.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":708.83,"left":397.56,"width":37.690277099609375,"height":7.210000038146973,"text":"Santa Fe"},{"top":708.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":724.55,"left":28.56,"width":101.77029418945312,"height":7.210000038146973,"text":"COMELLI, Alicia Marcela"},{"top":724.55,"left":213.72,"width":121.81027221679688,"height":7.210000038146973,"text":"Movimiento Popular Neuquino"},{"top":725.39,"left":397.56,"width":37.700286865234375,"height":7.210000038146973,"text":"Neuquén"},{"top":724.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":741.11,"left":28.56,"width":88.1902847290039,"height":7.210000038146973,"text":"CONTI, Diana Beatriz"},{"top":741.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":741.83,"left":397.56,"width":54.71026611328125,"height":7.210000038146973,"text":"Buenos Aires"},{"top":741.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":757.55,"left":28.56,"width":98.75028228759766,"height":7.210000038146973,"text":"CORDOBA, Stella Maris"},{"top":757.55,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":758.39,"left":397.56,"width":38.6602783203125,"height":7.210000038146973,"text":"Tucumán"},{"top":757.55,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}],[{"top":774.11,"left":28.56,"width":105.25028991699219,"height":7.210000038146973,"text":"CURRILEN, Oscar Rubén"},{"top":774.11,"left":213.72,"width":108.23028564453125,"height":7.210000038146973,"text":"Frente para la Victoria - PJ"},{"top":774.83,"left":397.56,"width":30.2802734375,"height":7.210000038146973,"text":"Chubut"},{"top":774.11,"left":494.04,"width":54.999969482421875,"height":7.210000038146973,"text":"AFIRMATIVO"}]]}
+{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
\ No newline at end of file

From aba4616527630f7458a4d722e23ce7f6af8b0644 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 20 Apr 2017 10:19:38 -0400
Subject: [PATCH 136/364] Grammar

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e4d20245..bf0ee216 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 ===========
 
-`tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that used to power [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.
+`tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that powers [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.
 
 (This is the new version of the extraction engine; the previous code can be found at [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor).)
 

From 0c056c0fba0766639fcc1706e090eeef64518ba8 Mon Sep 17 00:00:00 2001
From: "Christoph \"criztovyl\" Schulz" <ch.schulz@joinout.de>
Date: Sun, 14 May 2017 20:35:41 +0200
Subject: [PATCH 137/364] OptionBuilder -> Option#builder

---
 .../technology/tabula/CommandLineApp.java     | 69 ++++++++++---------
 1 file changed, 38 insertions(+), 31 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 44fb646b..7ab90ca9 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -13,10 +13,10 @@
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
 import org.apache.commons.cli.HelpFormatter;
-import org.apache.commons.cli.OptionBuilder;
+import org.apache.commons.cli.Option;
 import org.apache.commons.cli.Options;
 import org.apache.commons.cli.ParseException;
-import org.apache.commons.cli.GnuParser;
+import org.apache.commons.cli.DefaultParser;
 import org.apache.pdfbox.pdmodel.PDDocument;
 
 import technology.tabula.detectors.DetectionAlgorithm;
@@ -56,7 +56,7 @@ public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseEx
     }
 
     public static void main(String[] args) {
-        CommandLineParser parser = new GnuParser();
+        CommandLineParser parser = new DefaultParser();
         try {
             // parse the command line arguments
             CommandLine line = parser.parse(buildOptions(), args);
@@ -281,41 +281,48 @@ public static Options buildOptions() {
         o.addOption("i", "silent", false, "Suppress all stderr output.");
         o.addOption("u", "use-line-returns", false, "Use embedded line returns in cells. (Only in spreadsheet mode.)");
         o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
-        o.addOption(OptionBuilder.withLongOpt("batch")
-                .withDescription("Convert all .pdfs in the provided directory.")
+        o.addOption(Option.builder("b")
+                .longOpt("batch")
+                .desc("Convert all .pdfs in the provided directory.")
                 .hasArg()
-                .withArgName("DIRECTORY")
-                .create("b"));
-        o.addOption(OptionBuilder.withLongOpt("outfile")
-                .withDescription("Write output to <file> instead of STDOUT. Default: -")
+                .argName("DIRECTORY")
+                .build());
+        o.addOption(Option.builder("o")
+                .longOpt("outfile")
+                .desc("Write output to <file> instead of STDOUT. Default: -")
                 .hasArg()
-                .withArgName("OUTFILE")
-                .create("o"));
-        o.addOption(OptionBuilder.withLongOpt("format")
-                .withDescription("Output format: (" + Utils.join(",", OutputFormat.formatNames()) + "). Default: CSV")
+                .argName("OUTFILE")
+                .build());
+        o.addOption(Option.builder("f")
+                .longOpt("format")
+                .desc("Output format: (" + Utils.join(",", OutputFormat.formatNames()) + "). Default: CSV")
                 .hasArg()
-                .withArgName("FORMAT")
-                .create("f"));
-        o.addOption(OptionBuilder.withLongOpt("password")
-                .withDescription("Password to decrypt document. Default is empty")
+                .argName("FORMAT")
+                .build());
+        o.addOption(Option.builder("s")
+                .longOpt("password")
+                .desc("Password to decrypt document. Default is empty")
                 .hasArg()
-                .withArgName("PASSWORD")
-                .create("s"));
-        o.addOption(OptionBuilder.withLongOpt("columns")
-                .withDescription("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3")
+                .argName("PASSWORD")
+                .build());
+        o.addOption(Option.builder("c")
+                .longOpt("columns")
+                .desc("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3")
                 .hasArg()
-                .withArgName("COLUMNS")
-                .create("c"));
-        o.addOption(OptionBuilder.withLongOpt("area")
-                .withDescription("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
+                .argName("COLUMNS")
+                .build());
+        o.addOption(Option.builder("a")
+                .longOpt("area")
+                .desc("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
                 .hasArg()
-                .withArgName("AREA")
-                .create("a"));
-        o.addOption(OptionBuilder.withLongOpt("pages")
-                .withDescription("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
+                .argName("AREA")
+                .build());
+        o.addOption(Option.builder("p")
+                .longOpt("pages")
+                .desc("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
                 .hasArg()
-                .withArgName("PAGES")
-                .create("p"));
+                .argName("PAGES")
+                .build());
 
         return o;
     }

From 993eea205af179d8dcb24e0ee2823f0e2a7bd2d9 Mon Sep 17 00:00:00 2001
From: "Christoph \"criztovyl\" Schulz" <ch.schulz@joinout.de>
Date: Sun, 14 May 2017 20:35:58 +0200
Subject: [PATCH 138/364] Better error message

---
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 7ab90ca9..546cb698 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -94,7 +94,7 @@ public void extractTables(CommandLine line) throws ParseException {
         }
 
         if (line.getArgs().length != 1) {
-            throw new ParseException("Need one filename\nTry --help for help");
+            throw new ParseException("Need exactly one filename\nTry --help for help");
         }
 
         File pdfFile = new File(line.getArgs()[0]);

From a84db1bc180edaf25ebae23067333909d053bff4 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Wed, 7 Jun 2017 12:57:41 -0400
Subject: [PATCH 139/364] remove deprecation warnings in org.apache.commons.cli

---
 .../java/technology/tabula/debug/Debug.java   | 30 +++++++++----------
 1 file changed, 14 insertions(+), 16 deletions(-)

diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index ed1df566..f58626b3 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -15,6 +15,7 @@
 import java.util.Collection;
 import java.util.List;
 
+import org.apache.commons.cli.*;
 import technology.tabula.Cell;
 import technology.tabula.CommandLineApp;
 import technology.tabula.Line;
@@ -30,13 +31,6 @@
 import technology.tabula.detectors.NurminenDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
-import org.apache.commons.cli.CommandLine;
-import org.apache.commons.cli.CommandLineParser;
-import org.apache.commons.cli.GnuParser;
-import org.apache.commons.cli.HelpFormatter;
-import org.apache.commons.cli.OptionBuilder;
-import org.apache.commons.cli.Options;
-import org.apache.commons.cli.ParseException;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.rendering.ImageType;
@@ -299,19 +293,23 @@ private static Options buildOptions() {
         o.addOption("n", "clipping-paths", false, "Show clipping paths");
         o.addOption("d", "detected-tables", false, "Show detected tables");
 
-        o.addOption(OptionBuilder.withLongOpt("area")
-                .withDescription(
-                        "Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
-                .hasArg().withArgName("AREA").create("a"));
-        o.addOption(OptionBuilder.withLongOpt("pages")
-                .withDescription(
-                        "Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
-                .hasArg().withArgName("PAGES").create("p"));
+        o.addOption(Option.builder("a").longOpt("area")
+                .desc("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
+                .hasArg()
+                .argName("AREA")
+                .build());
+
+        o.addOption(Option.builder("p").longOpt("pages")
+                .desc("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
+                .hasArg()
+                .argName("PAGES")
+                .build());
+
         return o;
     }
 
     public static void main(String[] args) throws IOException {
-        CommandLineParser parser = new GnuParser();
+        CommandLineParser parser = new DefaultParser();
         try {
             // parse the command line arguments
             CommandLine line = parser.parse(buildOptions(), args);

From 4768b6df3206234b7705beef6c9cb040b994a1f9 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Wed, 7 Jun 2017 12:57:41 -0400
Subject: [PATCH 140/364] remove deprecation warnings in org.apache.commons.cli

---
 .../java/technology/tabula/debug/Debug.java   | 30 +++++++++----------
 1 file changed, 14 insertions(+), 16 deletions(-)

diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index ed1df566..f58626b3 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -15,6 +15,7 @@
 import java.util.Collection;
 import java.util.List;
 
+import org.apache.commons.cli.*;
 import technology.tabula.Cell;
 import technology.tabula.CommandLineApp;
 import technology.tabula.Line;
@@ -30,13 +31,6 @@
 import technology.tabula.detectors.NurminenDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
-import org.apache.commons.cli.CommandLine;
-import org.apache.commons.cli.CommandLineParser;
-import org.apache.commons.cli.GnuParser;
-import org.apache.commons.cli.HelpFormatter;
-import org.apache.commons.cli.OptionBuilder;
-import org.apache.commons.cli.Options;
-import org.apache.commons.cli.ParseException;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.rendering.ImageType;
@@ -299,19 +293,23 @@ private static Options buildOptions() {
         o.addOption("n", "clipping-paths", false, "Show clipping paths");
         o.addOption("d", "detected-tables", false, "Show detected tables");
 
-        o.addOption(OptionBuilder.withLongOpt("area")
-                .withDescription(
-                        "Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
-                .hasArg().withArgName("AREA").create("a"));
-        o.addOption(OptionBuilder.withLongOpt("pages")
-                .withDescription(
-                        "Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
-                .hasArg().withArgName("PAGES").create("p"));
+        o.addOption(Option.builder("a").longOpt("area")
+                .desc("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
+                .hasArg()
+                .argName("AREA")
+                .build());
+
+        o.addOption(Option.builder("p").longOpt("pages")
+                .desc("Comma separated list of ranges, or all. Examples: --pages 1-3,5-7, --pages 3 or --pages all. Default is --pages 1")
+                .hasArg()
+                .argName("PAGES")
+                .build());
+
         return o;
     }
 
     public static void main(String[] args) throws IOException {
-        CommandLineParser parser = new GnuParser();
+        CommandLineParser parser = new DefaultParser();
         try {
             // parse the command line arguments
             CommandLine line = parser.parse(buildOptions(), args);

From fa1c686087b8a5872338f3739e363822d0c8e858 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 12 Jul 2017 17:41:07 -0400
Subject: [PATCH 141/364] Create appveyor.yml

---
 appveyor.yml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)
 create mode 100644 appveyor.yml

diff --git a/appveyor.yml b/appveyor.yml
new file mode 100644
index 00000000..1170a329
--- /dev/null
+++ b/appveyor.yml
@@ -0,0 +1,21 @@
+version: '{build}'
+install:
+  - ps: |
+      Add-Type -AssemblyName System.IO.Compression.FileSystem
+      if (!(Test-Path -Path "C:\maven" )) {
+        (new-object System.Net.WebClient).DownloadFile(
+          'http://www.us.apache.org/dist/maven/maven-3/3.5.0/binaries/apache-maven-3.5.0-bin.zip',
+          'C:\maven-bin.zip'
+        )
+        [System.IO.Compression.ZipFile]::ExtractToDirectory("C:\maven-bin.zip", "C:\maven")
+      }
+  - cmd: SET PATH=C:\maven\apache-maven-3.2.5\bin;%JAVA_HOME%\bin;%PATH%
+  - cmd: SET MAVEN_OPTS=-XX:MaxPermSize=2g -Xmx4g
+  - cmd: SET JAVA_OPTS=-XX:MaxPermSize=2g -Xmx4g
+build_script:
+  - mvn clean package --batch-mode -DskipTest
+test_script:
+  - mvn clean install --batch-mode
+cache:
+  - C:\maven\
+  - C:\Users\appveyor\.m2

From 89c1125d8fe763fa6beb29804578da827dc305e5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 12 Jul 2017 17:44:13 -0400
Subject: [PATCH 142/364] -DskipTests

---
 appveyor.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/appveyor.yml b/appveyor.yml
index 1170a329..26b1d25c 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -13,7 +13,7 @@ install:
   - cmd: SET MAVEN_OPTS=-XX:MaxPermSize=2g -Xmx4g
   - cmd: SET JAVA_OPTS=-XX:MaxPermSize=2g -Xmx4g
 build_script:
-  - mvn clean package --batch-mode -DskipTest
+  - mvn clean package --batch-mode -DskipTests
 test_script:
   - mvn clean install --batch-mode
 cache:

From 8ed95bc4d4df63b39f5c003ce94e651fbb1e8f96 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 12 Jul 2017 17:45:31 -0400
Subject: [PATCH 143/364] Update appveyor.yml

---
 appveyor.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/appveyor.yml b/appveyor.yml
index 26b1d25c..f60e8fd5 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -12,8 +12,6 @@ install:
   - cmd: SET PATH=C:\maven\apache-maven-3.2.5\bin;%JAVA_HOME%\bin;%PATH%
   - cmd: SET MAVEN_OPTS=-XX:MaxPermSize=2g -Xmx4g
   - cmd: SET JAVA_OPTS=-XX:MaxPermSize=2g -Xmx4g
-build_script:
-  - mvn clean package --batch-mode -DskipTests
 test_script:
   - mvn clean install --batch-mode
 cache:

From 2ca949a6af879487f8b58ac343b9f2891fc4e8aa Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Fri, 21 Jul 2017 22:35:51 -0400
Subject: [PATCH 144/364] update pdfbox dep

---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 6517f2b0..1bfd5ad6 100644
--- a/pom.xml
+++ b/pom.xml
@@ -234,13 +234,13 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.5</version>
+        <version>2.0.7</version>
     </dependency>
 
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox-tools</artifactId>
-        <version>2.0.5</version>
+        <version>2.0.7</version>
     </dependency>
 
     <dependency>

From 97f5c9970c42d6112815453abc134f69969b13c1 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Fri, 21 Jul 2017 22:36:06 -0400
Subject: [PATCH 145/364] prepare for 1.0.0 release!

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 1bfd5ad6..c2531439 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.0-SNAPSHOT</version>
+    <version>1.0.0</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>

From 8623392b870c5abd32518b7898d36b2fa9dda521 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Fri, 21 Jul 2017 22:41:31 -0400
Subject: [PATCH 146/364] next release cycle

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index c2531439..5baccdf9 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.0</version>
+    <version>1.0.1-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>

From edf0a194e9cea800425197bd06b406224f958612 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sat, 22 Jul 2017 01:44:30 -0400
Subject: [PATCH 147/364] Fix password in CommandLineApp (#168)

* Use password if provided (#167)

* test encrypted files

* test wrong password
---
 .../technology/tabula/CommandLineApp.java     |  2 +-
 .../technology/tabula/TestCommandLineApp.java | 23 +++++++++++++++++++
 .../tabula/TestObjectExtractor.java           |  8 +++----
 3 files changed, 28 insertions(+), 5 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 546cb698..d0e405e2 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -152,7 +152,7 @@ public void extractFileInto(File pdfFile, File outputFile) throws ParseException
     private void extractFile(File pdfFile, Appendable outFile) throws ParseException {
         PDDocument pdfDocument = null;
         try {
-            pdfDocument = PDDocument.load(pdfFile);
+            pdfDocument = this.password == null ? PDDocument.load(pdfFile) : PDDocument.load(pdfFile, this.password);
             PageIterator pageIterator = getPageIterator(pdfDocument);
             List<Table> tables = new ArrayList<Table>();
 
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index f4f19c26..b5b9663b 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -122,4 +122,27 @@ public void testGuessOption() throws ParseException, IOException {
         }));
     }
 
+    @Test
+    public void testEncryptedPasswordSupplied() throws ParseException {
+        String s = this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/encrypted.pdf",
+                "-s", "userpassword",
+                "-p", "1",
+                "-f", "CSV"
+        });
+        assertEquals("FLA Audit Profile,,,,,,,,,", s.split("\\r?\\n")[0]);
+    }
+
+    @Test(expected=org.apache.commons.cli.ParseException.class)
+    public void testEncryptedWrongPassword() throws ParseException {
+        String s = this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/encrypted.pdf",
+                "-s", "wrongpassword",
+                "-p", "1",
+                "-f", "CSV"
+        });
+    }
+
+
+
 }
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index cd4c8365..0980e56e 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -39,11 +39,11 @@ public void testCanReadPDFWithOwnerEncryption() throws IOException {
         assertEquals(2, i);
     }
     
-    /*
+
     @Test
     public void testGoodPassword() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document, "userpassword"); 
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"), "userpassword");
+        ObjectExtractor oe = new ObjectExtractor(pdf_document);
         List<Page> pages = new ArrayList<Page>();
         PageIterator pi = oe.extract();
         while (pi.hasNext()) {
@@ -51,7 +51,7 @@ public void testGoodPassword() throws IOException {
         }
         assertEquals(1, pages.size());
     }
-    */
+
 
     @Test
     public void testTextExtractionDoesNotRaise() throws IOException {

From 7418f80d29e9ee8281bed991a5fe3888835e4362 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Mon, 24 Jul 2017 18:19:40 -0400
Subject: [PATCH 148/364] fix #169

---
 README.md | 37 ++++++++++++++++++++++---------------
 1 file changed, 22 insertions(+), 15 deletions(-)

diff --git a/README.md b/README.md
index bf0ee216..cdd1bd81 100644
--- a/README.md
+++ b/README.md
@@ -16,45 +16,52 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar ./target/tabula-0.9.2-jar-with-dependencies.jar --help
-
-usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f <FORMAT>] [-g] [-h] [-i]
-       [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s <PASSWORD>] [-u] [-v]
+$ java -jar target/tabula-1.0.0-jar-with-dependencies.jar --help
+usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f
+       <FORMAT>] [-g] [-h] [-i] [-l] [-n] [-o <OUTFILE>] [-p <PAGES>] [-r]
+       [-s <PASSWORD>] [-t] [-u] [-v]
 
 Tabula helps you extract tables from PDFs
+
  -a,--area <AREA>           Portion of the page to analyze
                             (top,left,bottom,right). Example: --area
                             269.875,12.75,790.5,561. Default is entire
                             page
+ -b,--batch <DIRECTORY>     Convert all .pdfs in the provided directory.
  -c,--columns <COLUMNS>     X coordinates of column boundaries. Example
                             --columns 10.1,20.2,30.3
  -d,--debug                 Print detected table areas instead of
                             processing.
- -b,--batch <DIRECTORY>     Convert all .pdfs in the provided directory
-
  -f,--format <FORMAT>       Output format: (CSV,TSV,JSON). Default: CSV
  -g,--guess                 Guess the portion of the page to analyze per
                             page.
  -h,--help                  Print this help text.
  -i,--silent                Suppress all stderr output.
- -n,--no-spreadsheet        Force PDF not to be extracted using
-                            spreadsheet-style extraction (if there are
-                            ruling lines separating each cell, as in a PDF
-                            of an Excel spreadsheet)
+ -l,--lattice               Force PDF to be extracted using lattice-mode
+                            extraction (if there are ruling lines
+                            separating each cell, as in a PDF of an Excel
+                            spreadsheet)
+ -n,--no-spreadsheet        [Deprecated in favor of -t/--stream] Force PDF
+                            not to be extracted using spreadsheet-style
+                            extraction (if there are no ruling lines
+                            separating each cell)
  -o,--outfile <OUTFILE>     Write output to <file> instead of STDOUT.
                             Default: -
  -p,--pages <PAGES>         Comma separated list of ranges, or all.
                             Examples: --pages 1-3,5-7, --pages 3 or
                             --pages all. Default is --pages 1
- -r,--spreadsheet           Force PDF to be extracted using
-                            spreadsheet-style extraction (if there are
-                            ruling lines separating each cell, as in a PDF
-                            of an Excel spreadsheet)
+ -r,--spreadsheet           [Deprecated in favor of -l/--lattice] Force
+                            PDF to be extracted using spreadsheet-style
+                            extraction (if there are ruling lines
+                            separating each cell, as in a PDF of an Excel
+                            spreadsheet)
  -s,--password <PASSWORD>   Password to decrypt document. Default is empty
+ -t,--stream                Force PDF to be extracted using stream-mode
+                            extraction (if there are no ruling lines
+                            separating each cell)
  -u,--use-line-returns      Use embedded line returns in cells. (Only in
                             spreadsheet mode.)
  -v,--version               Print version and exit.
-
 ```
 
 It also includes a debugging tool, run `java -cp ./target/tabula-0.9.1-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.

From 36cb8662590bae22f1242e4499b309d72425b2d4 Mon Sep 17 00:00:00 2001
From: Alexander Belov <fourlex@users.noreply.github.com>
Date: Tue, 25 Jul 2017 16:26:47 +0300
Subject: [PATCH 149/364] Delete duplicated addOption

---
 src/main/java/technology/tabula/CommandLineApp.java | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index d0e405e2..ce3d82c1 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -273,7 +273,6 @@ public static Options buildOptions() {
         o.addOption("v", "version", false, "Print version and exit.");
         o.addOption("h", "help", false, "Print this help text.");
         o.addOption("g", "guess", false, "Guess the portion of the page to analyze per page.");
-        o.addOption("d", "debug", false, "Print detected table areas instead of processing");
         o.addOption("r", "spreadsheet", false, "[Deprecated in favor of -l/--lattice] Force PDF to be extracted using spreadsheet-style extraction (if there are ruling lines separating each cell, as in a PDF of an Excel spreadsheet)");
         o.addOption("n", "no-spreadsheet", false, "[Deprecated in favor of -t/--stream] Force PDF not to be extracted using spreadsheet-style extraction (if there are no ruling lines separating each cell)");
         o.addOption("l", "lattice", false, "Force PDF to be extracted using lattice-mode extraction (if there are ruling lines separating each cell, as in a PDF of an Excel spreadsheet)");

From ec0216542df98f874dbe39688d80e5e15e69816c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 12:18:07 -0400
Subject: [PATCH 150/364] Fix/171 (#173)

* Started work on #171

* using PDFTextStripper instead of duplicating pdfbox's code in ObjectExtractorStreamEngine

* moved textstripper to its own file

* removed useless fields/methods in ObjectExtractorStreamEngine

* adjust test expectation
---
 .../technology/tabula/ObjectExtractor.java    |  16 +-
 .../tabula/ObjectExtractorStreamEngine.java   | 243 ------------------
 .../java/technology/tabula/TextStripper.java  |  82 ++++++
 .../tabula/TestObjectExtractor.java           |  14 +-
 .../tabula/TestSpreadsheetExtractor.java      |   2 +-
 .../technology/tabula/cs-en-us-pbms.pdf       | Bin 0 -> 157922 bytes
 6 files changed, 107 insertions(+), 250 deletions(-)
 create mode 100644 src/main/java/technology/tabula/TextStripper.java
 create mode 100644 src/test/resources/technology/tabula/cs-en-us-pbms.pdf

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 92b12bf7..2b97a5a8 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -7,13 +7,12 @@
 
 public class ObjectExtractor {
 
-    private PDDocument pdfDocument;
+    private final PDDocument pdfDocument;
 
     public ObjectExtractor(PDDocument pdfDocument) throws IOException {
         this.pdfDocument = pdfDocument;
     }
 
-
     protected Page extractPage(Integer pageNumber) throws IOException {
 
         if (pageNumber > this.pdfDocument.getNumberOfPages() || pageNumber < 1) {
@@ -26,7 +25,12 @@ protected Page extractPage(Integer pageNumber) throws IOException {
         ObjectExtractorStreamEngine se = new ObjectExtractorStreamEngine(p);
         se.processPage(p);
 
-        Utils.sort(se.characters);
+
+        TextStripper pdfTextStripper = new TextStripper(this.pdfDocument, pageNumber);
+
+        pdfTextStripper.process();
+
+        Utils.sort(pdfTextStripper.textElements);
 
         float w, h;
         int pageRotation = p.getRotation();
@@ -38,8 +42,8 @@ protected Page extractPage(Integer pageNumber) throws IOException {
             h = p.getCropBox().getHeight();
         }
 
-        return new Page(0, 0, w, h, pageRotation, pageNumber, p, se.characters,
-                se.rulings, se.minCharWidth, se.minCharHeight, se.spatialIndex);
+        return new Page(0, 0, w, h, pageRotation, pageNumber, p, pdfTextStripper.textElements,
+                se.rulings, pdfTextStripper.minCharWidth, pdfTextStripper.minCharHeight, pdfTextStripper.spatialIndex);
     }
 
     public PageIterator extract(Iterable<Integer> pages) {
@@ -58,4 +62,6 @@ public void close() throws IOException {
         this.pdfDocument.close();
     }
 
+
+
 }
diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index 4796d46d..d9c4f092 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -40,11 +40,7 @@ class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
 
     private static final String NBSP = "\u00A0";
 
-    protected float minCharWidth;
-    protected float minCharHeight;
-    protected List<TextElement> characters;
     protected List<Ruling> rulings;
-    protected RectangleSpatialIndex<TextElement> spatialIndex;
     private AffineTransform pageTransform;
     private boolean debugClippingPaths;
     private boolean extractRulingLines = true;
@@ -52,25 +48,16 @@ class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
     private int clipWindingRule = -1;
     private GeneralPath currentPath = new GeneralPath();
     public List<Shape> clippingPaths;
-    private int pageRotation;
-    private PDRectangle pageSize;
 
     private Matrix translateMatrix;
-    private GlyphList glyphList;
 
     protected ObjectExtractorStreamEngine(PDPage page) {
         super(page);
 
         this.log = LoggerFactory.getLogger(ObjectExtractorStreamEngine.class);
 
-        this.characters = new ArrayList<TextElement>();
         this.rulings = new ArrayList<Ruling>();
         this.pageTransform = null;
-        this.spatialIndex = new RectangleSpatialIndex<TextElement>();
-        this.minCharWidth = Float.MAX_VALUE;
-        this.minCharHeight = Float.MAX_VALUE;
-        this.pageRotation = page.getRotation();
-        this.pageSize = page.getCropBox();
 
         // calculate page transform
         PDRectangle cb = this.getPage().getCropBox();
@@ -85,62 +72,6 @@ protected ObjectExtractorStreamEngine(PDPage page) {
             this.pageTransform.concatenate(AffineTransform.getTranslateInstance(0, cb.getHeight()));
             this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
         }
-
-        // load additional glyph list for Unicode mapping
-        String path = "org/apache/pdfbox/resources/glyphlist/additional.txt";
-        InputStream input = GlyphList.class.getClassLoader().getResourceAsStream(path);
-        this.glyphList = null;
-        try {
-            this.glyphList = new GlyphList(GlyphList.getAdobeGlyphList(), input);
-        } catch (IOException e) {
-            this.log.error("Error loading glyph list", e);
-        }
-    }
-
-    @Override
-    protected void showGlyph(Matrix textRenderingMatrix, PDFont font, int code, String unicode, Vector displacement)
-            throws IOException {
-
-        TextPosition textPosition = getTextPosition(textRenderingMatrix, font, code, unicode, displacement);
-
-        if (textPosition != null) {
-
-            String c = textPosition.getUnicode();
-
-            // if c not printable, return
-            if (!isPrintable(c)) {
-                return;
-            }
-
-            Float h = textPosition.getHeightDir();
-
-            if (c.equals(NBSP)) { // replace non-breaking space for space
-                c = " ";
-            }
-
-            float wos = textPosition.getWidthOfSpace();
-
-            TextElement te = new TextElement(Utils.round(textPosition.getYDirAdj() - h, 2),
-                    Utils.round(textPosition.getXDirAdj(), 2), Utils.round(textPosition.getWidthDirAdj(), 2),
-                    Utils.round(textPosition.getHeightDir(), 2), textPosition.getFont(), textPosition.getFontSize(), c,
-                    // workaround a possible bug in PDFBox:
-                    // https://issues.apache.org/jira/browse/PDFBOX-1755
-                    wos, textPosition.getDir());
-
-            if (this.currentClippingPath().intersects(te)) {
-
-                this.minCharWidth = (float) Math.min(this.minCharWidth, te.getWidth());
-                this.minCharHeight = (float) Math.min(this.minCharHeight, te.getHeight());
-
-                this.spatialIndex.add(te);
-                this.characters.add(te);
-            }
-
-            if (this.isDebugClippingPaths() && !this.clippingPaths.contains(this.currentClippingPath())) {
-                this.clippingPaths.add(this.currentClippingPath());
-            }
-        }
-
     }
 
     @Override
@@ -327,180 +258,6 @@ public Rectangle2D currentClippingPath() {
         return transformedClippingPathBounds;
     }
 
-    private static boolean isPrintable(String s) {
-        Character c;
-        Character.UnicodeBlock block;
-        boolean printable = false;
-        for (int i = 0; i < s.length(); i++) {
-            c = s.charAt(i);
-            block = Character.UnicodeBlock.of(c);
-            printable |= !Character.isISOControl(c) && block != null && block != Character.UnicodeBlock.SPECIALS;
-        }
-        return printable;
-    }
-
-    private TextPosition getTextPosition(Matrix textRenderingMatrix, PDFont font, int code, String unicode,
-                                         Vector displacement) throws IOException {
-
-        // LegacyPDFStreamEngine
-        PDGraphicsState state = getGraphicsState();
-        Matrix ctm = state.getCurrentTransformationMatrix();
-        float fontSize = state.getTextState().getFontSize();
-        float horizontalScaling = state.getTextState().getHorizontalScaling() / 100f;
-        Matrix textMatrix = getTextMatrix();
-
-        BoundingBox bbox = font.getBoundingBox();
-        if (bbox.getLowerLeftY() < Short.MIN_VALUE) {
-            // PDFBOX-2158 and PDFBOX-3130
-            // files by Salmat eSolutions / ClibPDF Library
-            bbox.setLowerLeftY(-(bbox.getLowerLeftY() + 65536));
-        }
-        // 1/2 the bbox is used as the height todo: why?
-        float glyphHeight = bbox.getHeight() / 2;
-        
-        PDFontDescriptor fontDescriptor = font.getFontDescriptor();
-        if (fontDescriptor != null)
-        {
-            float capHeight = fontDescriptor.getCapHeight();
-            if (capHeight != 0 && capHeight < glyphHeight)
-            {
-                glyphHeight = capHeight;
-            }
-        }        
-
-        // transformPoint from glyph space -> text space
-        float height;
-        if (font instanceof PDType3Font) {
-            height = font.getFontMatrix().transformPoint(0, glyphHeight).y;
-        } else {
-            height = glyphHeight / 1000;
-        }
-
-        float displacementX = displacement.getX();
-        // the sorting algorithm is based on the width of the character. As the
-        // displacement
-        // for vertical characters doesn't provide any suitable value for it, we
-        // have to
-        // calculate our own
-        if (font.isVertical()) {
-            displacementX = font.getWidth(code) / 1000;
-            // there may be an additional scaling factor for true type fonts
-            TrueTypeFont ttf = null;
-            if (font instanceof PDTrueTypeFont) {
-                ttf = ((PDTrueTypeFont) font).getTrueTypeFont();
-            } else if (font instanceof PDType0Font) {
-                PDCIDFont cidFont = ((PDType0Font) font).getDescendantFont();
-                if (cidFont instanceof PDCIDFontType2) {
-                    ttf = ((PDCIDFontType2) cidFont).getTrueTypeFont();
-                }
-            }
-            if (ttf != null && ttf.getUnitsPerEm() != 1000) {
-                displacementX *= 1000f / ttf.getUnitsPerEm();
-            }
-        }
-
-        // (modified) combined displacement, this is calculated *without* taking
-        // the character
-        // spacing and word spacing into account, due to legacy code in
-        // TextStripper
-        float tx = displacementX * fontSize * horizontalScaling;
-        float ty = displacement.getY() * fontSize;
-
-        // (modified) combined displacement matrix
-        Matrix td = Matrix.getTranslateInstance(tx, ty);
-
-        // (modified) text rendering matrix
-        Matrix nextTextRenderingMatrix = td.multiply(textMatrix).multiply(ctm); // text
-        // space
-        // ->
-        // device
-        // space
-        float nextX = nextTextRenderingMatrix.getTranslateX();
-        float nextY = nextTextRenderingMatrix.getTranslateY();
-
-        // (modified) width and height calculations
-        float dxDisplay = nextX - textRenderingMatrix.getTranslateX();
-        float dyDisplay = height * textRenderingMatrix.getScalingFactorY();
-
-        //
-        // start of the original method
-        //
-
-        // Note on variable names. There are three different units being used in
-        // this code.
-        // Character sizes are given in glyph units, text locations are
-        // initially given in text
-        // units, and we want to save the data in display units. The variable
-        // names should end with
-        // Text or Disp to represent if the values are in text or disp units (no
-        // glyph units are
-        // saved).
-
-        float glyphSpaceToTextSpaceFactor = 1 / 1000f;
-        if (font instanceof PDType3Font) {
-            glyphSpaceToTextSpaceFactor = font.getFontMatrix().getScaleX();
-        }
-
-        float spaceWidthText = 0;
-        try {
-            // to avoid crash as described in PDFBOX-614, see what the space
-            // displacement should be
-            spaceWidthText = font.getSpaceWidth() * glyphSpaceToTextSpaceFactor;
-        } catch (Throwable exception) {
-            this.log.warn("Error getting spaceWidthText", exception);
-        }
-
-        if (spaceWidthText == 0) {
-            spaceWidthText = font.getAverageFontWidth() * glyphSpaceToTextSpaceFactor;
-            // the average space width appears to be higher than necessary so
-            // make it smaller
-            spaceWidthText *= .80f;
-        }
-        if (spaceWidthText == 0) {
-            spaceWidthText = 1.0f; // if could not find font, use a generic
-            // value
-        }
-
-        // the space width has to be transformed into display units
-        float spaceWidthDisplay = spaceWidthText * textRenderingMatrix.getScalingFactorX();
-
-        // use our additional glyph list for Unicode mapping
-        unicode = font.toUnicode(code, glyphList);
-
-        // when there is no Unicode mapping available, Acrobat simply coerces
-        // the character code
-        // into Unicode, so we do the same. Subclasses of PDFStreamEngine don't
-        // necessarily want
-        // this, which is why we leave it until this point in
-        // PDFTextStreamEngine.
-        if (unicode == null) {
-            if (font instanceof PDSimpleFont) {
-                char c = (char) code;
-                unicode = new String(new char[]{c});
-            } else {
-                // Acrobat doesn't seem to coerce composite font's character
-                // codes, instead it
-                // skips them. See the "allah2.pdf" TestTextStripper file.
-                return null;
-            }
-        }
-
-        // adjust for cropbox if needed
-        Matrix translatedTextRenderingMatrix;
-        if (translateMatrix == null) {
-            translatedTextRenderingMatrix = textRenderingMatrix;
-        } else {
-            translatedTextRenderingMatrix = Matrix.concatenate(translateMatrix, textRenderingMatrix);
-            nextX -= pageSize.getLowerLeftX();
-            nextY -= pageSize.getLowerLeftY();
-
-        }
-
-        return new TextPosition(pageRotation, pageSize.getWidth(), pageSize.getHeight(), translatedTextRenderingMatrix,
-                nextX, nextY, Math.abs(dyDisplay), dxDisplay, Math.abs(spaceWidthDisplay), unicode, new int[]{code},
-                font, fontSize, (int) (fontSize * textMatrix.getScalingFactorX()));
-    }
-
     public boolean isDebugClippingPaths() {
         return debugClippingPaths;
     }
diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
new file mode 100644
index 00000000..842d5299
--- /dev/null
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -0,0 +1,82 @@
+package technology.tabula;
+
+import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.text.PDFTextStripper;
+import org.apache.pdfbox.text.TextPosition;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+public class TextStripper extends PDFTextStripper {
+    private static final String NBSP = "\u00A0";
+    private PDDocument document;
+    public ArrayList<TextElement> textElements;
+    public RectangleSpatialIndex<TextElement> spatialIndex;
+    public float minCharWidth = Float.MAX_VALUE;;
+    public float minCharHeight = Float.MAX_VALUE;;
+
+    public TextStripper(PDDocument document, int pageNumber) throws IOException {
+        super();
+        this.document = document;
+        this.setStartPage(pageNumber);
+        this.setEndPage(pageNumber);
+        this.textElements = new ArrayList<>();
+        this.spatialIndex = new RectangleSpatialIndex<>();
+    }
+
+    public void process() throws IOException {
+        this.getText(this.document);
+    }
+
+    @Override
+    protected void writeString(String string, List<TextPosition> textPositions) throws IOException
+    {
+        for (TextPosition textPosition: textPositions)
+        {
+            if (textPosition == null) {
+                continue;
+            }
+
+            String c = textPosition.getUnicode();
+
+            // if c not printable, return
+            if (!isPrintable(c)) {
+                continue;
+            }
+
+            Float h = textPosition.getHeightDir();
+
+            if (c.equals(NBSP)) { // replace non-breaking space for space
+                c = " ";
+            }
+
+            float wos = textPosition.getWidthOfSpace();
+
+            TextElement te = new TextElement(Utils.round(textPosition.getYDirAdj() - h, 2),
+                    Utils.round(textPosition.getXDirAdj(), 2), Utils.round(textPosition.getWidthDirAdj(), 2),
+                    Utils.round(textPosition.getHeightDir(), 2), textPosition.getFont(), textPosition.getFontSize(), c,
+                    // workaround a possible bug in PDFBox:
+                    // https://issues.apache.org/jira/browse/PDFBOX-1755
+                    wos, textPosition.getDir());
+
+            this.minCharWidth = (float) Math.min(this.minCharWidth, te.getWidth());
+            this.minCharHeight = (float) Math.min(this.minCharHeight, te.getHeight());
+
+            this.spatialIndex.add(te);
+            this.textElements.add(te);
+        }
+    }
+
+    private boolean isPrintable(String s) {
+        Character c;
+        Character.UnicodeBlock block;
+        boolean printable = false;
+        for (int i = 0; i < s.length(); i++) {
+            c = s.charAt(i);
+            block = Character.UnicodeBlock.of(c);
+            printable |= !Character.isISOControl(c) && block != null && block != Character.UnicodeBlock.SPECIALS;
+        }
+        return printable;
+    }
+}
\ No newline at end of file
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index 0980e56e..4f539b85 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -44,7 +44,7 @@ public void testCanReadPDFWithOwnerEncryption() throws IOException {
     public void testGoodPassword() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"), "userpassword");
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        List<Page> pages = new ArrayList<Page>();
+        List<Page> pages = new ArrayList<>();
         PageIterator pi = oe.extract();
         while (pi.hasNext()) {
             pages.add(pi.next());
@@ -111,6 +111,18 @@ public void testExtractWrongPageNumber() throws IOException {
         oe.extract(3);
 
     }
+
+    @Test
+    public void testTextElementsContainedInPage() throws IOException {
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/cs-en-us-pbms.pdf"));
+        ObjectExtractor oe = new ObjectExtractor(pdf_document);
+
+        Page page = oe.extractPage(1);
+
+        for (TextElement te: page.getText()) {
+            assertTrue(page.contains(te));
+        }
+    }
     
     /*
     @Test
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index ecc4087f..d63da204 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -455,7 +455,7 @@ public void testRTL() throws IOException {
         assertEquals("اسمي Jeremy في الانجليزية", table.getRows().get(4).get(1).getText()); // conjoined lam-alif gets missed
         assertEquals("عندي 47 قطط", table.getRows().get(3).get(1).getText()); // the real right answer is 47.
         assertEquals("Jeremy is جرمي in Arabic", table.getRows().get(5).get(0).getText()); // the real right answer is 47.
-        assertEquals("مرحبًا", table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+        assertEquals("مرحباً", table.getRows().get(1).get(0).getText()); // really ought to be ً, but this is forgiveable for now
 
         // there is one remaining problems that are not yet addressed
         // - diacritics (e.g. Arabic's tanwinً and probably Hebrew nekudot) are put in the wrong place.
diff --git a/src/test/resources/technology/tabula/cs-en-us-pbms.pdf b/src/test/resources/technology/tabula/cs-en-us-pbms.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..abbeeafb8f7ed1c12090caf74d1dbc0bc3f13390
GIT binary patch
literal 157922
zcma%h1yo#1vn~k^!7Vrm79cRVO9<}4-68l4J~#;^!JVMNg9i)l!4nAXGPuhOJ~(g4
zIp@Fs`|n-vzS*l*_wKIhlK!gpp0%6tjkGK~7Y8pE<LcV*I1UyM9VZ>g!X8Uh6rgMe
zv^ICO^Rc#~;{qttJ^Z-%1cbP`0rG}_?&#?FxCQ_2A*OhZ0cv!70GU4{2u^-JZh$I6
zRO_DsK`wrAaV%?~)q?^rSL?SA>bSUZusHwzaq-jr>CplIHO4Q<{olp}goOTcjEj@|
zzwvQ#3H*0HUQWUPl;!5(=KaqxAwI$Xl;z^$<QMqA`M7v_1qA-XW-dM+?*DEd=R>6a
z<(s>!xt*i6E6zidH4y<u1P`D9d<&vO_&}!t&;Wtl=@2F%x^G;qJ^vLxPJV!bw4tap
zrxdpgmyooqEI+4|Bo8;26gT(l*SxX<Jd)gef-*wl|2v1VxHt}$o4dKI`(N9@iG#(+
zD5EBegT?ir7qLGNmeKJb6w(Ru0F<qPHtx3n>@*#}AVAj6(cRh=AnR!EZY^zX39_;l
z7k6`awKjLc!Sb53G&5VaGBdNcMj~V}B<FmDjf_qhLljQ_bdwu{3xgLC2Ubpho9mzW
zyiy16I)zCULb;jH3Qk4o1~IzrkhJnJNpK!u^4Eg@0OoJQ9%82D?Q9K@GIuw31la&|
ztX<vgKtKQj#DF*EHr8%*Tz^8Rt)YNmeQoY${leDW-B}m_aCNt|<mKe!0D3!Hae!QH
zgatVPb{0;SAR8da4Pa?w$8KQ<1h9xBe*Y-t`zsp%Qu?3(p~cl2=>E4F6>BRy^Vc9R
zLrw%MKNmM0J0eAl0dlS&59fy<0<>Jsfo{$ZB9`6&DNTU1wWpn>wT9eladChY2<VPj
z3Ssg?-XV70+70C4YH96;kbL6`vedM8Hv}Lu6rg48<qlAALTG>eS0nXTqhJisQ?szQ
zwsc2GXmHaZK>M(a03xj(dI%M=2o(=={B#JQK8*akdk;f@XZxR+J~00Y*<T$QeFbSb
zHc6nBxudnN7C_U(!u=ugTCN_}f7oS!h@H0s+5mLzfRaEryMNs)o4dJ7*_yl3ar5yZ
zu;Tjn9S`>(bEK`^EM4uK-9fH&h=fAet7~WFZtF&e$dCsE|B3y>+<zMPU!nj>H_Jb}
zz{xL!i0NN9?A!ue2w*tNTie;#y3_IV3;a>|`eA?A|7;F|0TFC|J~~7;a~l7dRW*0A
z2E6_cUlkDGva^%~+BjO%aRMYgZT{Fu$IC5%$OiKVr|EcjIRPr>UVlv>N&zoG)7{!h
z2f_Z($|G7tdf2!j`2MItq>ME;9oHXl{+E*vK0i2V$j!$|$IZ`0$IHV*$Ir=0$H&J{
z$A>5+{C|)0@NywmLd^4X|C#6J;YHjF(Q$M0)A0x*__>7szvzMgLH0q%KZNj#PLLa+
z7ctI<C~|y40(AU{!p4hOmlsh)`T6)BVu`Si`w#JRBJAK3q!UEgD1h)tfagI!qW{qH
z3nAnXwjlKIBjowH`RD{6?h%EY57Fo2M%XMQ_?HiVxBs$3kP9Kt^T)@BmXA}2j)w;!
z$BD3u51||3{{!(N;=;|xg(yu3TM^@bY(~V6kDn7!vjh?Gc!<qI47m|&A?*9xUS5PB
zyj*;AJc#ukbpF!{2nha(_e1+nY<LkV$%Uv?2xkyN2zn3@LOdxRoO|dC@(9xX5kxrj
z(EbsAa1KEa!VkoU;CrAy3q1(^={%VCX9Yn-$PkhbCjAKwg5d!If3_YG+6SJ8{+|}n
ze`o~|A?0}pk<ecjJwV`L>|u^a=r8E-ARzQWf5{`lgTVa5w*TRIm=h5AOI`pW_cuL2
z;9>j!ClWw}^Z^oo;P3#6zv&-1{L?-_<{vmbK;hr%kL`%DKahB^_iy^+Hv&3*i0$M>
zZ2$j60zwF#2<Sb);os>WIQ-N8fx*AvfPlsWl>eqbv3Te|%>NrbK!Wcf?fCeN|0z5V
zMfC5&^H0h9Q+fff?cCkoSi4GroSZ?xhvFmnSLs4zH80@rn#0A-gDC5cAXiOib4zPO
z#B<%s+RNJNzsmkYO{9B)goO0y(WA$YA0s0pqoAOmqN1Xqp`oLr8(I9h+>IVC;KPND
zjcxSy&*f@_xNvcC@$m5Q@$m@=2nY!YiHL}ZiHS)_NJvRZ$;il_K7C3~PEJ8VK}ktT
zMMXtTO-(~XLrY7Gcy>Q~_U!rd=k)aS3=9m6jEqc7Ow7#8Mlb$cEJlcnm6er^jqT;j
zm+b8992^_~0004hE-o%^Zf*pc5cQ1@0Y*d_KtL9e&_Y7O!ongVBBG+AVq#*5hl+%R
z#H&}YBqb$ZzkV$xB_%B_Eh8f%D=RA}Cnqm2ub`lysHmu<q@=8@tfHc#s;a7{ruOE|
z8+CPc4Gj%VO-(H=Ep2UW9UUEAU0pprJ$-$B0|Ns?LqnrKKVxHK6B83tQ&TfDGjnru
z3kwTNOG_&&D{E`(w{PFt*x1<G+S=LK+1uMYI5;>uIyyNy0f9ge2;}VS?Be3$>gwv|
z=H~A1?&0C#>FEgugT1`GyuH1Be0+R;ef|9W{Qdm{0s;a91K+)S_x}C+prD}O;NTA*
zK79Q6@zbYIAt525p`l@6Vd3H75fKrQk&#hRQPI)SF)=Z*v9WP+aq;o-2?+^_iHV;-
ze@;qDN={BrNl8gfO-)NnOHWV#^5siLMn-04W>!{Kc6N47PEKxaZeCvA*RNmm^YaS|
z3JMDgi;9Yhi;GK2N=i#hzkT~wR#sMCUS3gAQCV48RaN!<`}gYV>YAFG+S=N>y1M%M
z`i6#v#>U2`rl#iR=9ZS0*4Eaxwzl^6_8&ifbaZrdc6N4kb#-@l_w@Ai_V)Jm_5J+$
z^VhFm{r&v|0|UQ*{~jD192y!L9v&VU85tcN9UB`PA0MBXn3$ZLoSK@No}QkWnVFrP
zotvARpPye?Sb#tvi;Ig(OH0ek%PT7@tE;PPYisN4>l+&zo12?kTU*=P+dDfuySux4
zdwcu)`v(UHP$(1zgB>0o9vvMWA0MBboSdGXo}HbYpP$3w@QaI!%gf8FtE=nl>zkXK
z+uPf_ySw}QdlqAWri!_n1ENwsybb&hFPi`N+bBP`5cj{odL9^hJL_nF2a)Q3LVEO?
zF6~_q`D=!O0SkFfhByW*dhEj$A`JXbm8c(r6LY^4V}%meXr8>S?=@C5z<Ts3!evum
zCrTGh4)vSMLgfV8cl1vf-8Sa!P&ZhzpT4wnYJ1CCH>`Q7wNMSdb9Yv8O_dthG}pRt
z|Mew-Yy?pYV2C<(V7>Ij63gfaA3vb#Z4JrlVw~>X<odJVFS+CUHy9R>&VHrsZor4e
zQ<7jT=cLdek66(J`vj!vo61!x;Fs4smD|*B^<H6Q%DM;A;l59id;IkPPw+Ij3^s~|
zBz+=Em%m#`_}KTpDqpO`d0Q)2=H1PZUlB(;JVbrCSUfR52r1sh*<HJINdX}Ldi0C^
zm)a#$I-H;<QqZzk#kRKx#(4NDNeW>X#c@JQ!*%N^z}OImypJEuwavQxooK`WZ}n`E
z8V;Ky+^GurjlZR;)-ZKnyXDFKpfVcWJkq8_n+#e>ZP{tYYOy8?y8QXF?uyTJcub3G
zP%sAqE_sAIlz|<4YmBl8=Hj3y)37zG_A%sr`30CV!%~qa`_Vwy&D-{Hi~rC8qu6E0
zUzhff8Gnfh!-JI7-i+eF-#v~=zpG+1r&4@9hh2L7RT6E5&hk%-ZUKU-z>_kJFDkBm
z_KDJ{XpXj=*~L+|D{OmAc)oi`xGZ_4uA^?6tB;t(YQEbQt<^J*m!)KNX%77wW|>i9
z#0m|@#N*K-WgRnK5lnfsY!oG*c8pf%mHDn|63&B+PJFCPuC{9Y*o0Sk2wOk|Gh>WY
zO@zcH=)$zD?YJo0pkOyVRuU@pJDB?$@B1P`RI+jNnmCrxmKfjVRHxa9b)C1^13(nx
z-)!2hj4ukDjHVo!xZZr?YVf$ubWlm$vA+vDjehCo_;{1lxqd%gX0|^;i3UW_AIVFZ
zTP|M^aiT(o;q4C9V3H&<iIiSJ8|ZrKEnGag6>hCU$}Q~W@=~O0;f;vUm&eXBJ83h{
z@>-!mtMRK}Pn+Z!EcNa>lwLeq4i%tOG;iX~q$x>mNabVKdaD)GQh7H&jgM+U+M+|8
zsGI&<REHt#Nx`#7y*Ea5yV}Cq-xWXDx$1rp!JCR%Vay%Qs~S`+i|#<yx-IiG&cZOK
zwz;TijQQ<0dk_%aD*#+a{}pC|kMn4;6MJhI)Lmio+nch%=Xu2nmmDO0)?ZP}J?;0}
zW|&KS$R~g7xVX?yHOuvT)*q|~W_Ot5b+Yu>(a2~!=zmrOM)3o}eGeHP`Gr)ckTu+#
zZnD?V@q!gKTHU?bkLb*qP{>zd&u)Rq#bgy?zXq)NgE%!Y-0H}M8`Rp&RB(EE&$nKi
zY&Nm{Ruf}{rM!8>OZ}9#<=gZGMQ)lbkb6iI7hsydtsvKPpmR)-hR^&~CLzZ`iFbLw
z<YtYHx-9|X{abDN7uydt6{q8H)}HWzZkd?dky*1my$Ju~?&|t?z6>ET3j=vQPRXI0
zI1{%`lH48y`gvCk;BW<N;d0w;CQ<*8y;s%nNY4+#3sW2E42!-jnC5kyEVj<CJJ+Ho
z7{NgzgroqkezyRMrx)Hx*rA{%D-!+K*G-|g4MWPe`j?X+$g&2L37WY~pnP}|-WHO9
zO!<kP{MVl3yW9Gss`u4sD__A|YB7UXJ@n(EnfqhNH~PXTS*8;HP|76+btDQrm1C=}
z4b~^T@84nG2;(oRE6<~8)xBXL8}D46w$>Wdnk)aIT{SWoMES+MD6ED_U!f*9<1)4T
z-7jUln=?0x;UR#*a5&Ri4~YtqiyI0tv&aEc<fS*Hj0@8Q9SSJ*$0{MP^r@X3|51nJ
zXK(V^`so1G`0n&0fp|5NmOaTF!jYkt6QSFmwxCP-Kr#T)uu01@euaPCWFCGCirFP}
zwk%oHo<h5(fu7f@a@=z<UN6?h3--h8ve^#_Q`Hj9B1ET!m~I?}d))kKN~62m9{#|r
zJ7wMS7&G0<JGb((czRb<?q7>Am7a5w?Z>p3$~d6Q<=>0#yfHNEw|Ms%rX1fKcvOQ}
z-AqFlp}&5KM!3AJw_*9T#xJ2jU<u19-BbbYkiC2VD*iH^t0L`HR^7*r@znV14CdD%
zn{!e@$a03&w~jnsl{Qi7{>Vo09`P~eht}H(QXsx|?nfu#qk*3JwJx0o9cRtb#rTAJ
zY)2?vhAQRg>5xa3)v`njFAPx!hjNrE9}9QXay~7`E>bUlpF2f(Z^eG8XM3R-PRX*^
z@U_P+ZdU+pY{SyVK1t8j-j{9IlQSTPtDrm4%!G94OGArO;c})?UBaChZ&~mN=W0?L
zkIH(^PF%m=cLiU?!5vls93$$+Ay=w)s6+gW%vla;!k!`eo1s?uFJI%S23&t{w;c;G
zDlCRV{p;Z~pXNinh!~%#C@i*WP7v<!s)N3(c|0M7*=0!d1hZpSiiks`(;)R4x#hX+
zD#_6n9D;!gSVt!tMzR#~TLlJzb!=<uR;52GFT4&*pKXD|s3XcId~OX_8(%`KWOt~f
zWE6p0uEv06bJsxGSFCBij;}H;a9qq6D6RI>Rq7ha34!6X(H9%Z&t3H#Ut(1Jroaq#
zPuXK220bcPwzvM4AJ05nTcptWNm+JmdErgi2Y%B~H*V@!Jj<5ek9+3hJ`+M|TZt`9
z422AndY>zW5wDm-tNU^#u(#KoX9QADNKy<7_AZJRb~q+~$>)3_wx1&Cm)m$h|86m!
zxIah%`@TqGVpg4XTk5BP(UeMi3zu(FZ-blk4^wmn*vmuK5otDmkoaP{JL--W$<f>4
z_x5Arl`p^TgpZ!-Gx)7Pc@fFX8s;^2rvXo_2STo%CVed`4Q)%mwmy`2H-Ll}@jIOV
z0Aob1I1dLupJmX>$}~hgewcFI@`%Cvg<VO@%?G@I0O@DwbY{=3p6qeQA7n&L)p5!K
z6`xFpnP3~98Gn-oY`NCGPsQW?%rAvvcvG3c8cCF)Xr5)VVZSA#K$xUXg?*D-rim@P
zBqgUrN3-}{8Fd|k%zZN#`|}p(M8B-U4<o_V@d^Jl=`MfBXcOf$@}R=<9j?t>MV@Hb
z{X3_5l8$Gb<p~Y5>Z-^rfzo4JZ-PEANJ4uK=nXbiz0U#}o0uDJiUg57=^iOWEC-Ks
z>K>QPf4$3rGyIqlu0{sg%4dF1j;PYH$eCHT4D#VSPJKI)jwQD8SgM$bk{GH|UVkC{
z<fTw=<>ZG;HBIh-=K-XNGp346s&t@9Y3@V2q53K3so2|rlpsH(O01PR{J0jJ-_j?I
z{toekb*8-L{hQ4UP4(J#=`!Rrm>u0r<$hT|(yHDR0dVM|jq<9-4O3RoF5xcu7OFSy
z9@$P*I8=)-HA1-^`{wy96uf&PH=nG2v+W-4Sif3ie)^7ut1bFcYQ+8XMGWP77YJ``
zRr2k+^7z<%6QA<AF<jf_)J)B8hR^7u$vFLL0QEr}U8iE}eiEeHd1_DXaQ>ZnV{!d;
z>#xT?h6HlD$jjL`txB*=8s3-UT-3sz`?lksLoA;J;yyu5pl$D6lZqekD(|}&eZ0)i
zQV}+2G1FGTf<*qNN$PFe%csS;eJ6~U$L}7w(VtX{=TtxQbuUc?+_!bqTcxI;n;iBN
zqFNveI9E&OhJ;?3GDJuKwQ`kr{NFv|*3hf6z(qAa^RM=ha{*Tk<BlNJM8VrM?PEpb
zpEAQgjW%CZ4bR4llZdnbNDRU_y1PFqdQV+4P27Ent)ZDc<^ZsMv)G)OXb27uH@zmj
zmfBj4H~uKfdP2m@vYy%v$+qkr7xkBy7k#?W3I_xdyrM}x=)mYQ|J45+q)=Rl4owMT
znodcaUyt~p_&AD5oEcthrpD6g9+)b?K>kB~z6IbC%^YVIpZD}CUnQu24-M%FIdNQ<
zC>5!9i>_}2z7cuE+8bt*EERnZE}AuRCPGH5jS!9T3g*|Qu$|iOp8HQ*E1MIE6JMX*
zeFvAh7a8T{o8gr00j!?T<Di+a47}0*btC@uy{GPRzTe06SK*3+7MDzn_nJStIrivZ
z-$=KFxNbP>Xefi!R&Rgy2&yVNHOf9YXM7uz?<QkO9Q^h1Q~+&q%jq#2Aej}uTGQfO
zTWl1eY}Lh~Dc2Hr<-;3WP@>|#EvIck$|&haxL;H>vR=h6KiqvsGJl}q_9nL=bz@-v
zN+SEE6t#YM19z6kE2O4uvK%6`*CFJ7&+vIn>^(y~DkB&+UScQ5<Ues4(K-=IhIMS&
zwzo&Cc0N^*_N{yL6$z&d&cM`vBeUPx1LYodt|PuAe@zkfRe@{sDW&a6|2OKMRWy={
zuf(3mUp_^pQ&?p%6l6_ZRPjF>Z}wAD2q3~cKo+y=r=hKnTh1YrD2I>>sNCrcrQ~_A
zlK#B!8Spat(UuLvrh?7o^rkwpafeKOPN+kAF914c$aOl2;xRYII8JZk_(@dys@nJ1
znKmX6nBm0ZD=8v>c&kz+DLYif35CcBsUt<|;(R{EfoT-Btljwk9_Gw&d&%m`?b~7}
zoGs{e;TcEdc(BgxG#|AQq^BiPL0Xn@l%*w^qiZE9uW+QVIDHI|X*NNfNnp1`b)x`3
z^|Pe)>j2M;cFI>zzE#=5)${FnbTBc9zn&ieeIv{v!Csfce4(EwBCXcYl)|RFbddUt
z{gE0AtfT$)6YRdsK0|ExXPncKzusShSoiII9WhXQeDK52%wVhNp*~ENQJeAqEswJ_
zp|EXp^V|(eb-3uan#x=jpU)o=z9Ofkzh5r*ehj7boFl?>mYgO27w>Khb%zXn{ZGn3
zGu_ZJFNXGu?tYgZA!n!9$4^j0F{SAuM@nQ(wC~Qls|_NfiGO<f8`aO;+DQy@k|lOG
z_@Cts`>+WAy!&F~__=E?`n^CLZntW}V;93L<3j}^HdEG3nhT9oed+6#4`w3jI?pq<
zO&znsR9e(+()vFm`&{nd2d{>+x^zT~1GT-4_63rN-T0;zJCSKF6`0SoEsyI7)$pJZ
zO+ykftBc0Hnx>tWpK()fB5#XZD*6bv9DY7ZlHtZZVk=OmiK-_mf~Vx7gq?|usz)|G
z(+P(X>TqO%Km6{fNEfDaz{7lR_u@*=H{n%PU3KU1)kpQlWM-|v3*|$CoKfG>N8G-y
z#9vOHO4c$TnM?9tPFFbfBm3Oz(4QS-CMc@KzV?(R^6kj}f%M@SO=^DabM~HOJxRFc
zvJ*~Q69)ki4%imRxQJmy&gTM(iA+z~Vq9{54ZIyo&|{wnS7WK~XbmK&T*48FaD9E=
zPUW)r&aBX8I)}$D<I|x{sm?enM{D*3<+I^Db;9jV!!HFsh9%xB$BG|$_=X_`K>Ic6
z{!Db#2njw^#-F}D9lmL?o4(M1Wigz?pkb=jLgJas6V%*@+oD|cC$2dA%TSWwmCwdM
zh{6Tg&UTm`wq_dp8J=HHStf7E;*il^gN!>RY}JHRY%WO6NTWy<wEbu0zdx~apQ!R)
z=^;e5%6xa|QHg`ZMMhE@!bGrN`QuZ8tObuQsq~!<dhCL2CzoUCBjJtD5z!xiso%VL
zXOrjjj?BJ(iOSVAE#ku>X!Im)NMc4p@=ZOOzafuWVv}U71*_8B$oCF5)vrjg1m2Ax
z{VoWB1l2Rp?Bhe-G;(8Mn}Jc@8Vnxi`j>XwsqYi2mAx2Em@QQa^3Q#zJVaQflIBKN
zJnY-bsDLf~;^H5ZJS?J9cxNM&f4`-8c6eaGNh(8YQ?f*Cro7&j<d=>aKe}shDx9q;
zn6mu})4TdSAR&~aWci5lf=9uVXbp9|is_>BwX+W1hp&xQSBz)3!j#e2G$*T4uN)@H
zN><x1c=$h}QjJ!08zHlMT0c7wBFFQznK`cQ)jW<HRKC41SQX)me*P)G>{HOko&<`U
z9hU0zdE8blNez4npw#FFdrLVMiNhn-QijK7*ER(kP!_TXwu6gmE{&FsuhT(Jm&_?s
zZoIDcBMGw0J5$ZQCtHLn=<Ktk$2@bC*VGa#4b1#S;V_R?vG}G^$B-&*^f22tVe|`<
zgC~HpiDQD*r=qn#19yXnb)6_=Ps|U|L^>MFOBJ@_W}8|WP`3lT)DBO-oUiX{uO25+
z>uB&3Fmln|d|HwgbVx_~t?eg967s6&K$=|*gl|l{&}qqb#FdY8Yt?@^G!Fv2qXC#i
zAU9H)?<H~I1n0KlkhFSixu;xApPA4brs{8>i%X*y-G4%d-TywnVZ$JD7UrwBbsw>r
z{Z4fherhnk%#UmupEy_G<X@i$tZIg<M@~O$;cTFrjo*wdtXxuN4yQqxUXwmcrhGQj
zeO!=ivv-j&aq(G8;;;(Od}hFr&k4T0kfp#$yx&W6wL$+b#*sFk$esEZhLgd29y9(y
zf^S~z>n8Q`^F1q7+7<-_L0TDFlhY`A;$+5e&C|<k+4PHTE=^`wQwgxT!9*#-XRHKC
za`)LqnedT7_L=zIXr>a~i9|bw%1s!WxNI78(gNGlZBc2tZY(KA1I{o<{pY_+n~S_-
z=Y*Qwa+$DM?<lD4%*3}aBtxPn+~5ic#7dgXQbIzhQ28e2WS?)^nrn&n#k)C<?2!at
zlR9FA_FkazpY58HoH?@h3VplTxzGuoSS-i=YR<xzdX~0nXnxHh5m?)zYFIh-S;SI;
zfL3Vp1FvWgeGmy*5Yk$M_y}J&$?J0Q&^{9^6u+kFovto?Cbs91yEgmo<H|Yr>vI_$
z=-q13$2&gaD=NmTS<y4%NnKlQ$8&F<AWK`tE&JuXKTq!*r~y%5`~2{7;vHBbCGrHz
zE;ec{zib3PdpQVgdX8R{T^Vt)KNFJe^)m4rQQt7s3)_kV_2(|qM^57svX5_zj?<pa
zWl)UVK`q;$1b7ke)%d)CjvUZ=5zLKz?M<GWk3Oo{^++9l$3FDrsAuyy(}e!xl1N0D
z!Cq9$kM!Tq2hA(6*N=azL<bVAj@<ivkEm;#MEk&<AaGgww2U#Qn|R#sW;4TTurYW0
zMFd^YFnO8G94w0N=_UtU*ogCM{tsDyi==Z2i=Gf)SI|52!uHFTuWB}5Ss6z3c8b$f
z#XcMHBknl6a$nvcq`@_j*d?x=IU2n*_#{N(Tu8%J+O)9P0+hohoO6NiT;Kc9E=R)G
zXgieHw_)#E-a@d=X(f%E-yNk9R?8^dve0_KfW0zJH(?=;`TJSO{zWEkQ&pwkN3YdO
z+2cM_Y|d-SmL-ZzXJOJ9x}e;+4yqy-W3Rtg7bYa|AIJ$gIo7+JCG+gG1EJbPtYLor
z0^~MGeP_>{(k&-59)^>D3=Y1Zufp&qB@UW+Lc8?|vwr7EdfUN^^!mgCb>(!S(_G{F
zxI^5|uWlX4L7f0g{#hE<QOH6~vujIdZqaudN=?-KnPcgGfh<Y76>p6N@@7SR2Vd;S
z2s78N4OQ7B$ue;anAaqE%xEjCe$QuJS0v0m;!qX(L>kySoDRcvv_f&NQMDY+kQ~d*
zeS(a8hX~_Z;HQZD$3ij8rs~UjWx=_1ug`c^E;ePtX1yQJab;zNThuf)<2-jTvB8}R
z3vZ2{y00t7=&Qul@^U@0ru|JjW9F@k`iX@}PSoprDnTMLgT^?MQ)7G-*W1VYlTv!s
z=*E}&-@m9R{xG8zp6)Ep7*Xgeor=yEYa^ep(Z+S@d@PK#zXh<s@Xf@TCWpp_d<db>
zFb&|7dl_M?m4&@&P4DiVz4>!`C3iZDg2P=sxY?pp)m#J9^GICmg}B&<m8V%RwV2LU
zS@KYvcC=}*5<hOW27lTfiVIaPx0{0wzJq^73;kenSaF&CGocWF-HVy$lnzH+O~a+E
zdDkt*lA2$H&Ol5QEBs{Sm}O4~a+-Niz-eS5zD_H@j#qP4(*3B3&wHhr>awk#s@iOr
z<3t0=GFNLD>}2@lYbH=JBX>c!`u6RH<Y<NZNFF}vXd281&4<DYlSW#}IY6KBsZhCm
z?@-_)DFy>o-bbvpFIZ@vS`IC*z|*;oM5r)neui)^D1WoMNf+xK)q5mf;6<oOOx<09
zE_LDAQBxxChezFiFJ3sMtA?`e65h9hv#E^(YFOEbSQtQYP#&LmB(p?|#59}rtggm*
zO8~j_$1}u!hj|+o)~i&tIqlLu7L0C<irT~2n5u7n?EP8`$%7kN(do%Oe#n`f6G^@&
z`=$^1;mY)V-xGn+K>qx--h+it1n)y;fghhkWk;ZIXYf31GoLXUZzH!Im!N&oNh{DZ
zoMb|(c&e#=BpRi`dH?L5EtF&rQ}fs-DbW-?sxa=mxM-yN-idW*;UKxb0*hTcv`^x~
z;}I^GM^cMWpmfVbVJFTuDzeyzI^?9y(U>FC)HlPfHm<dqmyn+XMf3WJj|5Yui0)I!
zAg;;BIL6$pVMT%i62=n7_c?p_kBsv!t^bFkEPuXj{QrGn<oe&fF#i2vQO?!e`+xmd
z!o|bQ_wOG|%08<*YHC02Yai$_CaJrwMAuRB#j%)ZSa#>4vuxE5J?ePs_3W8=1G}_r
ztb%$y?$kLcnXZMA?CV4VG-=uibgQl&uC;9^p6_RmUUZ`i2+tX^m155OG{0>H?;Ko;
z)*tZu9rv7^H*fhZT|&V__kl=vzK%C!T)}=2qMw90%Z73+ppIn<Cpr^x>u=9uKFGl+
z_{TpJmOtC&H8e4Xpba~V;}=f9_J584fp*}<_A<s8pEa?zs+N{42U(EWo<gMLqV5pN
zs`ME4YZktUcTR4$1ut?tvyEQS>UOezmYH~C{#NPwh3IoM+ubp7aR)!4{K3~vDOcLg
z=EUPHR}kr_u$RQV-b^ouMP3PB7JO)bS*J%*9bO)O9=(M1J_5^Ts$&}_jki3qHqX9a
zssE9N!dUhtRk`(`{vrnHCuvwZJ({IwOw5IJ=hpsF8eNW_(1vA@==a7?*|W+yAzar)
zAJ9w-_46hxkU~`P{b*CsEn<p(#8uOc;MHttkMSO&G7DzM>v-2FPDp;Osu3fOIcdSl
z#a_nWFG#5$$>Ud(4`RpS{MuU=k&7q#DlqJ5YPJ`N1&UgV^}AMhPMt_?5(EAYvnKKS
zz-vzY$$sv2w{^LkOE9?9Y>J0+6s0|SArVsErCCT?fICn#nqJ!yCUKwkZ6s`&HrAv{
z6*+yd{%WhoJ(!hWM-5qE46+{6dUNAK;&^8H!={|?(t21AZe!*P!TH>8kr0@Z)xEi*
zQ7Xx`wBGm83l}D9fO+T!`2{#u4fx`y8uEfhJZ(Q>Z@-@~p^X!})9U)C8rVkQO(NQ3
zI%U|rkoc&6oB}rv8OBVt`7exTfvq9ls!V2+oj~xRxoIvssvpwhG5v`TQ#3WKC?CAM
zc1fcRq=@uxMS9G<c1UrBRW*N)=!r^+&Lp!kR0+qiS%mC^7~N=fET4R<AAZtg)vj2x
z>BeR8_RfIl8n>6hbx4hipe>e=Ps}qua)f(7rppxiIZyTb>K#xN&5)BS^^G&dy=UOk
zJyIRj6N$8+>%Ckp$5Jtm{9b%fWWq_dS+<(D>-v3T^W58a<Fs|E?&YI&7Y6dQ2`+co
zJlr|X<n~f3?5Fb<W;hQo>6RfOc%pabdj6bb;S>d2v-~+pk-nN;@#DZAF6jK`<#eh)
zeaX(7d|2GraTEiG(9jm%>(8T%;X6N^MeA?TmQWXHef;I_W~<BFP5dU*2+(&$#%?xx
zd!kXbigO&x#FH#z+po^4$$DmJ_P7Ajhr91>6+hy*ZWYi!k1BR*`*8i9I%{E~2e|?6
zKJYz3vGtyuc`{k!x;&*&m$=GRLP<LR{FcL~kDPtJLem>P#w&xc=UH3e6G7yK#f|jS
zx<WvowNc{|M_ydPiw%aC(TVtlop#FVJ5Kd2oAZOI<@BF8$(&+<k#&=O%FObZ`8{5@
z$l)TtbSL=PX@i|CMzyvFS<HOYN|s-wnfIjZTcX<#r?{mQbkXiT;eVosmSUyOMP;YC
zgtgB-qvkY}Ypk-HG^(~B8ZJZGfntta6lyT~Hr3ta&hOCNxftrA?s#M+X51soJ|J@%
zpS+FRDU)NBST_?b_|E2$Qj#Mxjs6CSKr~4eA<r$LCsFZN!}8dDUvqKcaK&F*<FgdW
z>P3Kb*6wtNq;{7GJy}e!wGYT!7bg{5X5}MRlw8FfleD;*qYc`sIsHvs&cq*FeAY9)
zgpaA<2fY2*QS+&nDAe|w1lNe!G7$h5BYDb`9rpn12DV1a?*p^^pQ`x7QLewM_+KX^
z5l43rCqfa&UjOaDBo_}4KNsQ{+W+&w<U}i;^B0?dB{*~y&vZanMw@Tc*h*&XXJogz
z5JML?L)7zk>QD7S_+Hp~BI!6SvxZ&igXeTFQC5)fJ0Ic4JT{|=&i2S5z#Wv-OEcFu
z=(W}Rv{4yOtQ|*8Em!!nCi*Q2bzWoKWJ!2QKiQcd^QkwuT>@%Dd+d51X%la;8Dg^p
z_g~!dzq`v^x@QhWl|1}t#$k&kd_Prj2R25R$hdZ`+=&ngn#m*!*wC%NKl{9N+sGVD
zm*m_y)-Hat(ckX9wx@=s5=;X2zngBq>JHAj9}AYC<yARF>oC3YtUAW~)P8f^Y>Jf@
zaIh6@Hr_9B(XVxsdA<aps#(0?#JH2y-4SRLJsrNEUApFjL+hz;qT-ufwm_yL`~4u#
zX$ez`01H>X{kwFi54&xDz!n>Q``w0<ny3qlt-(cZ^Ih-?Kuu@ymiOkn?_JTrz1ham
zQc>jaZP{J6-L@b8LMw%|lMCm?HTwMBo#|D@JwpTFNp5=r3~~?1J<ZCv_zG8pT^~(~
zh(9TWYz#NFRN14!C5-NlCh0C_L3ca;_poki+TFXsb_r2h$Ys|_RrGS48RNw)9nAuX
zBVNE{E4Yb|mRF9E?-pM5Ih)beNoeZ(K<jagz1@ujcKA_WXVS%RU3aMrA1%hvT{E6R
zA^!plAS-Y;RB?K%I6^MkaI}^L7FX-*bQWskyMI-A1f3rppYpHDiWqC?XzkD#mv*kZ
zRE)Kw!JbMp#j9(EJ!!hOSxXK|z=eW*I9@bwVON2J<1Y3jefOixzV1ZRE#8FsZpAIL
zqcfs=qc>A43%<aL$Mwm(8Er0)+$f?#4@v8nEI+e-<Jc(DQ0o25|NgVt*L>nHPCoM;
zlgo}u&CROK!hS4zF@bh#W+#-;yV+&OJwCW2q+`CkB_xrf*@hNnXA{!V%AVJ8L^>Un
z4h3&yx>T|?<TbK;37Qnu9fd2=Iv1A?^cD{4S_G?12jy&DE`M;a9L?|9Y&O2n#H`~F
zkqmSb5+t~Op%?96<5IkHvMeo1^Q~5#>`N%LS(q%{#z>etaW$&}4#VX>is(><JJ#BX
zHI#06IcJr^kW~u#%X!bx#g5{Z+cw#bM2so?+e;g#;C;qfrp~c$a6%3U#fHo9l`+J#
zz7GBN2p;S@j#n~_C+ANKiP&AN5lZoZC#~89d!sWZ-=A&I56T6xs|PmkkwI>4($j)#
zd?iM?pHjIUehZG@yB;lC0-=|s8)r3E6-6Wei0Z;c#|FM!baft#(l%RL4lbQ$n_L>z
zLn^Uc>HXHYel>7*eUM$dls`P#`+m81IR>Jq+;EyD(x7n=NQq9H>s`0LX);0k&h}+4
zSHxIR*(m&`X6}6ZTH;yMrY*0U(HvF2`jYh7wVfSrR-Vuqk*2_O-g$$2x)KcRe<RWC
zc}J9N;<>|;EPHV0FMwt@jVH!&o1`?I2D!5J;n9nplIK+`-RmBl+-z_tGz0*LqF)%7
z=2KQk+l?EKp7l0Eo0>99md-WM2L)g<Yr9udYKFt;^yyHK+qEgP8r+ssnA{$>0j1)7
z9XKOw%FzSDTQKQC6*Zg17d7QuvzaTTLv2%bZF_KO=izUPd9FS0JXO14t=nrYAV&oZ
z-+Z^%m(1I)1A3oNF;p_7U9XdSY45MzLp%EALNF!T*u(9-q{~;g)WOA<<Z-=hMK`p#
zTsy>fUpPRGlSHz*>nAj`3#SSqu%ftcf=(+UxVCJKo^C7_xa{1Wyl_%h|4Iv3c5_hM
zG72wg80w!ba~;weD4yK&MlWlMK86fjmEzR82J2~fM2zihdhLHz0z*C+T<?q6EHq;i
zaFhg8pJ(_2&qLa@D+=d_N`CC=b>=g|7Y)uJbQj9-vJ4K8Xj5BrlLSeyKss5_-sn?p
zcyYZzKp|u6kqFTLMs;AG62#wLa};B^IOoOF=Dk+$1Phyz8pr@D=hg0R%GZ$QaYdbH
z+KS0shaHFv!cm$_8rTgg@U&edeR*y2E~mZ|yG#434umaZvx8({AfwWuE;gX5sBVT@
z_0eDlfo{8PIZ1j1FsfX4?~VWBsZ@PPqbN`b(BxM-N&%$7nxoQ!Cl;tdPHZz<sYECI
z76y|64SNaD)|Pba^502!W<Mr(ph=1834K9d9M&Qx5jv!YA+4J+kEdajv~u2%GqT*a
z@HvPp%gk7f!F)(wZLvQ*1Ea!`0t4#)W^h~-dTivTr7$6<evi|<SA?fqdP@}3Z!flP
z8;ouwQI2l&yr}KO&e^6GZ?azCdf2~WE>JynDliXvhYnO3Mzay1E**PpXaH{Z?V7w1
zOW%Yvylk$eTG`9ry>sqdNwZ0-#$}dk@MLMI-yyGGRBOI-8#(=?6w`e5#dW9TJn}_G
z@xir<obf#M(99_#eEwi|a0^mx6Er!c<(%s=b9=`-Ge-FNOr9^WWaAnrx`+w=236Tu
z9@?Itbfpp}YCUxQ5Mk^~3v4y$$pg!J6s_iOH?vHerY@&mM9tJ)M48QWxZ;#d>!M^$
z{WzAk`^J2yUdhu$+iU^rtLs^;Xr1?ap5l2@Rl%~;yQ74g+_ruE5(Td(2K_pB2^Uvp
zdJx>S<!jUi4hBL%6`LZor+lV3o{iqK8&|d?XD*-<YFsF|eYnXFDkfl)Y1cTgG8|D(
zCAqJ`IWw_m+w0%agF!`|0N%4@IRDiPw#Y(hEJ)_3i5^RGkW5xms{?wt-Q1b+E0(rb
zN4F94Mm71!#LmBvIpi6TWDOEQvmd$g<0N@sdg6?7R2MZYkm0gH9Gp2N5<Ht^A^;@|
z!W2L+Sqg2V_7`{@LJ1Aq3L41=YX_2@`Mzx6@#MC3@)7Y2NpG(Zkr$K~N&$0jXAgGh
zNHz)4o;G=Ax*cka`&BZUMDjJ)Er!n79)#`EOqLqd*HTD(gzpkevekL4A%X)?oTqO2
z2}A9Op~Vau7FnG&E8Cb3J}tQKm|SU}y>KD9Ba_?8TDmwYkWA)i+=Ej*>sNAas7!0W
zEDDxzIkW_46hlf2+IN=OpaBv65_@LN&G0=AW9P%Lwp*BSQ?_sWW@ZKO#_puv=n5WW
zYIkP|hJghF7EVoY3<z--%O&}S11WDZHnBOJJf|C@Xwf@jOrq~!TztG(TDWk*5fA(U
zF?2q-!$C)<zNrfie2NlymDYS;joY?ye5;uZN(eUfJghLjzu8K^i=cyzRW$j*8*hZ*
z*T6af`=!Bi>9bqovw4`--XS$Qs9UYs|FELlzz`ba<aVexaNE)DYPUQF5WXnHy#t}&
z|LlMXT?DQ!;o<VOuOH5yXG2yd&NsmeqMrD-K%d#N{3<i>01f=*hS~2?7<PyJ-X8AO
z?T?KpvmeIH3%6^MvnyF~o6`%|Ad%4i1#MrNR#^YH*8|i*TxsW-Tk&t)sv?54RBqQj
z@~4@G^|QOTazS!b#+tw#mv-G?N2T;dedn5^lHd?yYBiKuRzK2x;MM*~*Pvk#S||uJ
zDXqTS!1&5y;9L5MH9Uj9qpF}jNDQ~HUZjE9XZk?qfa6|08J4Cb;XDEh*h(**uHr)9
z*i;Y6GQln|q;VGXSv;agr*>~#B3K}D1hy`h<Drh1#Wd95*MP2gw?U8%ug^Rk&Po$D
zBEd9pRnS1?UV;ZYps7t{%M1am^TN?2HApL-@ou({L{Mo^5tXj&01xhhxZcO=4(YR2
z%gO65b_ftgiPxL%8{`sF;Y-y`-R>7i-_2}vMUQSs<>+=ZVLP7PC1%NSZ(CWh6S~G{
z>Uq6S00x=fcqH322aCg-yYh!+U?M)%24FeEmyMoQhHn?nB6qJp8i)yapwNRIv1RE)
z&j&+cycE-FfrNl@S9ouq$}~S(;PHus;nleJmng*(2<6g+!Z0;E7xcWx)NQ9ksr@d&
z3p1H1Ety~S7Cm!%`z$NzN;GKuIx8t2++b{wzd{pcJA45gT}h^<inuu5G+RT@`60$8
z!wXlTxPq|a7(4E|x#bTJR$%}e9MGc+q68W*$<R7P2wI!$Ud%v`3yd-om9CBShlNwh
z-}~Ay<rY%k2g>1tZ~TWkXwa?EQ{{1&&3;Jo2fWyBz=Wea;EqA>QWm|Z*3kkp;nW;T
zyv8`tuyvAXeqqYN_NlPt%g`;%V7=vXx9IXcoO)D!xbMtL-f6*?E*ZGsTuIkxhU8(W
zA)H{aVZN;Owcn4?-xZE6u(><<LK=I6E3KV3<2FPKH@XH_XTXOcD2p7cyg^hqZ3!Fd
zAv!G%h81<~WyzhnY*5EKuF<mkcS??S)OXU|4I8&+dcdNEFQ~!P6JyI2!WVnE0rO(_
z6ZxgM0bEbgqMJk=po{n0%cc!WzD8FA(AkP9y1G^9t?PhyUqx07b-RjBPktF+Xuwj-
zJu-Ts!!$wn@YGW2ruWaWDY!#1<(^pdBFuFsgh23$Y5K-ru0oD;{bG~C$oY-E*sfRn
zNk`Y<*20ww{)z_pK7aFB2$;H|NzOY)Xl6B_ee2lKV+7*I(bjlr<hTH#B}yzo{Fhl=
zsrF9xtZ$=bo6as4QiS;0>B@HGD_onn<HcU^yaKa>99M@E1B>P|BX_~`6KBJTc+k6=
z#j>EiJh1@7H6U=CGP=**ZR-7+^<wxB2&JoYoq>t(1Z~x55onc}n%$e*;AHYBY-$s^
zwgyX=`iq<MR5M)a_U;+<`cUWdbd*;Y8&~}~HM@V$L0K(G+V4>Lq#gopr@nFOsCW$Z
zJX9K7iiWUzjTpC=o~jvL^-xHA1K)cl!iyG1&j#VzK)%4CBTSHx7ms3I?L8TG$G+*y
zZir9JZB8&u@FI)qCJXm2zdY~s`vCl<S!eT|)D84LqGCxcsC_%&HU<v}yUIp8YF_x#
zb}?R&HxY0mbaLyRdA+=KuSQ^jTAT9*x!pf7^E!|;ba4ZeFo4=&s_eTO7kL-e%bgBx
zTpGS}4`rYH5zs7FiN&P!ZF5|#FMZNXv56TuNyuYQpyaHYf3L|0=6NQxKE@thvFCB^
zTrtmvD>4^gh?1U(6Q7QYvPJcz2Cd^!2bbKQ5rMLZk4@2rG5RPC|EdP8=}eXr@o>LB
z*vMX9EPFlvez_^QPNf3fGJPtz&Hl>s5LGUL+TO#@X7ANu<yt~+EA-Xge8)tA6=$>E
zb9t@tu5#6i=I=1)o2h|lxl4^$P-}gE1q%CyneLvyWbPRa_#T-2DSGjG;vmYpzW!9$
z;8Z%+Q6Fp0AfY_NpF<7hR`NUFT6wjkY3*%scHUWhDfsl-G1l{TY}{wgzj=A?)NW+z
zIBh;e0&EQzkw^FLi#Zp*V_(^B+7>48pFZ-XjuzjyBL}w(9+{P{MG=*uQ-3Xq^%#Z=
znbeeSgtEcjt&PT)54K9q9l-3S&+YouV8GkBy%PZHe5rGNHnV&$6nk#fH>j>403ENn
z&0{1U^Qy#I%&S~z?|ja&5~SHVNq;csuI9WTxjdJ45%VaW#>H(%u7j_S%)R-vT7_J<
z{yXK#%Ca&_w2g8@9h2cSm4x8>v0N<f;vDa;Ev$+T;=Xv)3vLuQ0((yxXZcb6mR`Op
z7YLdfHl~!Qs5^PDB4<SF<l%o|UfGv#$PXbCZQpU_gpN(;a=9;swfTFFD{+9Bo`%+}
z;BHbSF3?amo%-VTCEMGb$RuaF*tv_5qp_=-$QcR@Pi`M<4%^!~Rs`#M9Bl7xc5xVc
z9+oUd+1|J04aPKp8o1X?oiE{yyenfY=;OFlQIsOac`!?Y+dCQbQbmdJ)}n9Qa3gjc
zQV0C`XBQ1qpX~kH^agZ4`r)jaev_<iCD1~tz~aCX9|v=D_)BJsRw?2<mII^EPG2$q
zd~s{}1B^uS3iHPe?cSnK8E(~(fk?@%uWp&C<(~a?(;PWOZSq)W&k-i);rGUW?W(LN
z$~xjRtd}dZMDnZ^HgQ!jS10pXLcdh=b96e23Rw0~tiuPV#N*)GM%m`Q1x{|G#z*a1
zsWr1(!-H`Te}QlB&)gEOsi*z0+Sv4T#YRH3uZHO~L()CYRwfM=?E@FJDd%VMnikbd
zZFuEMP7WlG(%sU6)hT)TC#xdcNCsCDcO?qjE}DJr(s2X!=i)WUmq^?j9r}3sJcVaA
z1KM>A>8l{MOOrk_PBBwG9=ahS9=CPP0W<kL9RAhkcZ051BNZ^=i-5A$$!pkTf27Rb
zZI6L}@X0Q0*x{@=T2k8b{!4Iz;yoLBA=Rm{V8JOF%Dr{jk_BAwV!&tXY40*{FsH*n
zr~`8_BC_AzBkZ&BlHXwM@X?Nn+Vt4PG<Aa$8x-0Xkj-~jv%Gi4N4pO`{4mxd%$rfZ
zQnTBD-<Ex4aFwhr5S&otJ5eBVW`cHb<*=9*H3yfgz1Ch_ufQ_$?oc0OE4?<b%t(Ju
zMKaiDa~Jsd;2yIh_M#aB-Cgc`Bt^HdJ^ty`p#{m?L=GWm2NuENt+<w<1IhREfkAGa
zILr<wyn^}1Hb?u3bUpzJW@}rUF0tB+7|b;8hk3#QPcq%`55i7xhe|k34BBmgZvM*f
za(mj0*qgmdsGPIDN5eO6!1R<mU(~S}Y`J0glxo*m!6QI*NAjo}9Yto+O?EoDhB@=w
zS`urfFpJ;umt8L-ul+Z?9D~CshUxT_QSZ$dF!(pcE*x;%4&Dq`1`jX5Ai!THZinxK
z1JJ#}u$br65x#9yC{?83*6ro*zB<l35}t=Dt<~$9BJsjrT-+lOeZe9hz|)C$Nmt97
zXJrRnrWIwQ_RY^1;@o0UI4;>Ye3efI4u|c^)^3~NUyr3Zi$vA$K-<^q`ljlOeTUF5
zy$4*k;yJ=ulYZfgmnHr6Fe=SmXUjv->7wOTFOg!F#vKU^Qh0h7dwi!f>5?y-uAL<Z
z3p8wR&j$||0huTG2f$hff+gqB=@XD``@M>!%u?X%4Y7RBB(3wW$2cX!x~D^+;+9)`
zSitA&Z{=?Nx>L6#XL7QZ{u)mHMs8OMzusM)4HmUXXh;Ogz;!0J&RcTfGSganCK@!9
zCp5M94RiEHT27j({>`Rm{X1~Wk`n=~tcnt~>9gjqca@FmQ`c(Q6<gBSVmYFwqaxll
z-V*&On$%f8M86fOMr`L5exPkHK91hGJ|7a$lB2AU`Fvf|yU{QPDjtr+ovVOnPPKxH
zhPFIzd3T+x3r-zXPxkAzp!K}8PG59J@MQ9ZK#STVcxt6LeTjg=MhjnAS!-EK;?WNo
zyVI&-Sz1D)un)(uk=75dcumjRYU!_9b%z1Ft)Z$h+aKf%)2Q2s7u|0lQ!1k#qenmE
zTG5uz&!17=Ppehp*tOdceK)E{=Aw+X570G9Y`?mZ9-+RrT3hO^2i?q<ILVoEQZBU~
zH8$(kj?UBoQk<G<j=aa`DYNAG3FF#ot@nDj*iBvG&wXQ3qcp6TtL%PlP=dWb@r%PN
z3{9{#blzGijizDxP_>H?(0JOhri3m>`vzr-)HUoKnXNN5T(86%f|%_ubC;6(nbuV$
z&%guQvUcP5yH{<~ttT7VeeLHkkYW=*mO-Bpgr?N=#3b?Vw>&lUX`6rBq2`a<`pwH!
zGEghoXObnFFOiOpX%#4Ot!CH50plA7VYYFhfk1<bjzO{cDL+|Gx-S-R{}*1)-_XjV
zJ9=ZBZ@Xs75ig<JbQ{?cL0-OmDtrf6{D>2ICYT%|UZWjKSFN=>@3YwhUOaUgk(|oe
z&K~|ex^WDwm^&giYR=<&`Lmq4DZ006e{9=iDBlw3XiVEP7c`}pp031q{Z#;BR5tgb
zF`#sgrSa0c-FW`y`z7g_!$kYtLirqdD~m7FLOWxYz*gX#$0Y9VxBZ-<ekS{Zw`3&w
zZz(66di)382l|h{wf|)dfcUT*mi$TrFTfWY&zkHl`A8%AE1H++>rJj5n(Tu;CZZ~g
z<<9kBC}INB<%T@$sMA^VleBReQ^+0C<9zVu0kN3<yvnvRQ^U7L-Uqn6;`|(w?hWGN
zgZWVcX-jin)s4gplQ&7o0GyH*<AizI)%&4?K-$LBY2&L3ss{hBzYZ`}jwrezCIo?%
zvRi#iI=dG;7XTq=ULC)g4hiQ&T`JM?>-JSM-2?Dx6jMn1TDrqV_r1YED=VmBIY6Y1
z{v1Ya<kn8#dMe@4F5z6cvgqdb+OLF(Cp5E%YMAhP8W(q>O<RRl3j#@tXw_xone(-b
z6YZ>JU)=AX)h>18b8>-G-!86SK)o2cE@jZwSZ?{y+hJzS!Ar5YH;m|k)3?#5%k6s2
zw1M)M^r7omAVDwv;q!@$>kGj2>CRE${*TcsmG-T%BIA4C>Unq?_3#|kPA(*1GeFng
zj&sY51RtU_d5pf~R=J(6`G$~z%1`~0MmyE_GhA{bsvKO@5)Ngwhg-6UDHTPkZZr;b
zlwRFt)Ad&uz?4~G#y<Cv(AJWxmTY0=l1z1K*4;f{YS9vxi`F?oRJF#Ymeu2ht+D1<
z6a0lG?x%aeMQRb+m1>NvhSRj**C=mKW_)Z~hK(iG&0c)pDjM}vi5|B1`60<$j=Ln_
z<go)czCuk7Sk*{oh93Ig_@l@Dw&g$Gzzj|rkQmG=?A7GI^-~#|A|5=lrD+DQNjNW`
z2VLMnZkz3wz7-HipKN8!!M4*U;R_-v(VO;7Y96iQkmi-;l3fq&@1lLo{1DTGdw!v|
zW;-RE)ntbQJNwdK*J-)lOD3gqwf?|N{sS$FjqCX9+omfsV+WzMy=ZvkebEjc6>#67
z+b&kJjb-lm`?8dnNS?d;<tLdncKa-UN#8A&(HusxJW;TW-(}JEMpwU^jHt`0pQNZO
zgYNctJr#$oLD@<It4d&n^K0pOS^^0#E$*2&$Kmz%qE6bR-t}!fVV=t2f#5ZwYm=zq
z7{;T0%UkgR;g%QPKlhpfrLB{syKr|dQID=!&iWKH%FFx7Ox4>n$9UF$Eg0dL=-g&b
z!r%_agFjZX&5T?>ZO_u$8a>yC>HOk~3_v_$2H$N(^fG<7@s_(aoPZ}Mf)zZ(*ssKj
zTbG;T)!Pev$YCkEvlYcR$UdI38~JB`DrYphSxF26Ebp_1x8cvP*7$x`7eyNP^OOqz
z9}2EJoXx(C+9^ufYK<bg&{j*Ws1d5F-VRi4YQ)~!nh~>BTl1}|9f}&YV%JEFw049d
zVusg9NNfpWeZIe+f1c}i-Q(Qn+~=M=1dHk4)^!!Rdo>q4R&TT8`J~3ZQTjurg~spq
z|LOO(IP4~@-EA~n(z91jS`lplH(B1YoT`8eZOOu{NQ!&K#sUk+@yi3Z6%YEk=dx;7
zyCIAjc59DEj`1b&HM3F+Q-`}Ak5{a*k!vn5tQ~*su7^)TO4Q5q66x5>%TFE?`$`kF
z>l<}^@;?Un-#%5RO{qh~UQbpAi(Wmo)=cY@vTKzzUN1-I8s+?LCMKYthp#K46{K$4
zif};C^PH*UW!r%2E<Qn0Xgr){qxSUmnU=z!Tn}l{C-%63Xy4-jV_w2p*7NgU`tIea
z-`vL|5kJNfzb@~#R`M}s`GSfK+W@1D_#){LcNs=qyt@7;eSKEo*9Rsc1nw9Gz)R^?
zf#b0s4KoD+;4*2e%u}HsFx2=b*@5peDzy7q-6#t!acn;{L?gQTA85!E8Zp1AiQRru
z=C&ri&U7Q;pV=?%N95nZ3e#VVEncA|H`gvR>{^z?9<PNx8FxKy*eDb)g9&b|kJXAS
ziyYpf&}^(}J$5MS*c%+vX>D%IS5oK<{KA4KQFK@}=U3=s-^W}q&vo(5sbxFPhkXp^
z*yZoo?{_pg-~TzkIcHrSHsW3Po!5MH#KBtiRW9l;`>s2huhIAC0P~!Idw)q^=GLSe
zCHSAc=Xc?3_9??hlvm0ytfi%XB*TQoK802pE1OpHJSB*~qM#zkYd_%fVS73~-oIQn
zQsyr4+S{O9blQ;mxJ3GI!n>TJaMPXkE!X<2Lkvh0$iT1uEk;j8$ij_?&q`XquGZ);
zeEXB_!MZ+Ov8Pgx_~J$q*`!Iw!-^SseDGji$FypknOFiBHOS=H>HS}=bkaTNC$348
zX&3bR%X0lWO(9&Z@+Hoka|LS4l)P<{fqs@!nAJ|c&R$SBpC^^!n*-1byX@&YuB1Bj
z?Q7qfF+z<&4_}6Yd@yu|Uc!!OU+!q2qj9XLn_=U!K_lM4g!UlVnfUT?BBZ#+w9xqh
z;`Y*t-g4eXy3z67`~uUwo5Dkr&nQ!#L9>-4umE6p5Huf-U<B9=&+dhhRVf-BddqzC
zKa6_^5}eXmXFTfy^g>?$RR#P2)X+}56;FPu#5no*m<2(Hzx*50j@<~m*OG#>O@Y#-
zQk#$au*d77yS+crFbi11xJsq(#X5>xj!9zLE}Wwd(*1jR>sBE5NUZ+t(-OqSP-~qt
zpia^<*I41CAkXq2TvAzE@mNtE-i22Ijop)8(}&G1e_qBFPP#O(K|sf|tfAk->!%Bj
zV36E#rPo)p{xQLy74AxpFNtGRE3ZVHY{GD9rU*qs#$WIl`BB|$L`lCS-n@s^L!;(E
zw&Kt;bFXMb$P^))+NkqB{9VOO;eO|@-bQ{sW!C0vmOhLIh$<7qjcq}P0X6pX8V?k&
z<0y*gen||_bqxNwk<C1lHVzkGA=69sYs~bAYlY9^##5Bh`D|;kASg{?ID2`(q^_fD
z{^Q@hp>cSGFn$wK@M6T`&^1+6Qn-X`zf5jF{oT9?p~ASk5lB&%X?kL^L>+4mHhNeA
zP$PX=-Lay20*opvV*P2j8>^v4o)wP(o^;2NzMbaPnio67Wz6vxzk$2NKba8I`gH-L
zSvLH{JCtgf3c8AcW@A)~zK>}XcfVVb<S8u@6<_dSyW8j~v&!ftMl3k3Ys%kkorl|0
z=)MttKR%pf$$UKZ$<MatcI`+;#7k#wPXw#Cf<<F=YZEEs9x1t<;U%;Ant3}`k(^><
zD%vIq8>4*jR+BLwZ+<%*TLTEu^pXDn{EGhWY=9tvLo8CGGkA!oyIK#cnkCiC4%5ca
z8!q~Xh%QHS3YmQ-t$fP~#d9jdvVmPe!Ped#?ozeAL%)q~Xx;9nR>!!%pIU9TE?uiI
zhGY0>%BHFBX3M<MrYUz!JbeJWYh`n++dnmy48XCIdE@%7=tWt5oR<GrCiUDA6@5;D
zT~|n2xK#WJXhg+(gdpsBg4`CP(FZ|T+zom}e5F!k+bvzU)*(HVC6fj;*o{}g+uGg1
zfR;7f*frW9RMBYaAQhB0na*^7rV=&_Fkijp@~?K!D1*(>3Rjw#l4-NrPta<1hVS3(
zd{*F>EjD2^TWIehcGUedaspZvsb?{EWX<M%B1E4`5;wJ~n(*Wh8^hZcmX%d@j9)ud
z653a+z>crh8I4){=q^=@S&yNd6_l#*zK&zWs<K?-rI%c}S7qP^8@a|r)E$*!dQsXC
z{zY>mS0<!t+vau1p1r==@T6M7MsVSlSyaN<m%e6+!)221an1HU`>HbXiH=2@40+1?
zHttHtvyi<ntMBx{*bUCvS8Z+i-sZ<u<P&z<q5EA)nXIL_=fvUK03-DLhLZ8Ds-Vt@
zO>3bngjK}Pc&`AiF&cndJ#hVD>UYZGs|l;W$=Y<xKDKbBLmYLOUs>fMLNr22|K#!h
zDeYZ4J>KDMWt5{k?to@<zkAv|xhG2%7^hYE<e}~&pFyhX?I^2$kkd-^K_dFJ2<_?P
zdFhyTZ@Dg^BP&zYyVR=6{oeR@lHBnh;h){A`EA~}ZFY~vO0xapBex31wNuI?8V{bp
zn^$zLO`Du|6B-pb8i43haQSV;tF$XvO49DSPhJ47EZ*HBt*R76Y=6@nzh^o+s~ys&
zvoT?DkjdDtIh&_<7<ci_*aBfUB1JHc^tG|jJ<D=@OlJH^KdLH77}5HDZ+5)VG<C2P
z(I7!;H!M;ZPof;0!7$}DW#aI(M)CUuiBMoobXlgnWF4Bn8qBv!Of#bA&xWx#{8{$#
z(b~nePWoN)2^Brw`|dL0H+Ox~LH~1QO|^~D)GV`f(|P4i6>^^ZB&pKvC9V`yG}Zcj
zgODA>Pnmcd2--XE{6^sG*sSnm8D8y;H+&j4v?X!)i#N+BMRNKAB-DTg`2pXaX}+^p
zN88U|Z76DRG+Orw+PM0*iq;_+bovWVxwUyPb(aJQ!Qp2e=kFC<8N7QcG<KN1I$7Wh
z7Lax+mv#lINvbU6lPBWbPGKlhW?ehqcFE+V;1an+_r#nl=^8`A418hN_U+XgX%O`b
z<Im<?_GbHy<w4ifRDkE!w^_)U-QMuzh1)48g!DQj39U?&E|npLOPSVlV7~=i3hcrE
z(XPNy1XK3Lz*#bqb^JttdRvjK22hpqWj$?3Op;xmj4?DLN^Pb-ENyBn+S7LxYfv*y
zExH!)V0N(_k!#qN+Zoy*q1>xXJIG&cDr!JQozxxgYt1dB1dV$f13!R%6{?5u>~vDK
z^;mN=ZF-FNp{>PgBwuePpLgayilz0IkK3}1i0C4ioqG!(e42B3n6I-G_fri6+{vfK
zBOX?&h%#?{iy(IV!vBFc?`3Xhi1msr61u~Q&o>RtqN!^-lTy?@+T_Mv{Y}yRA0hfa
zoATH;v3BCNdIAZ4wRqzhdQTK$X==XlGe_fca7mEhsmJ)!fYv-3<G2|(hovZK?pXmm
zgP+3in&Xo#-t!a1L8mw8?-!7&pp|;AdI>Hw=iR4YazItG4dz#`qtYVQ`lGt+UhY4T
zntq~Qt?P*3%bfx$TX7uu@H6&}$r;;>L1b~7!c~`P))7TVBRwH-&y3qRlZU|jpHsIM
z?*hhn3v?KxUD<sv7KBGu+g!1|q4oCX!94as-p^p$%}N}WMQVY;tBC_nWmfjk6+sWa
z=R<#_OS5n6{^^n@+1`A>iHfDIB(IJag9#7)G(olv(?vd_;YT$kD)G=@&-H<_*_+8$
zNm|S4hHWEGHvy;!tl@~}mFx0Zk)Q`jd-7k1e&iF(m+tgwN5LAQ+9~oS>eDcD_{+qH
zC81(Q5U1;`D}Of(danBnRir{sQ)3~R2m9Tw2RUCMC>;xTJ8PooD14#My=HZ$vmVy-
zCniF*c=X#dE17G#D*;7N4ZEE%=53p@(@XfRTe}c@1U7l>$N7T|5f9Y?JzF-vdyg9s
zBa_nHU)pu-`;=IOytsUzW;?!@w@oTV%XYpl{(I9x>+5&%p=B7^=%u$RN5*FQdWD^6
z>UYCcI`!7}Tv?Z`q#?esXe`tc6JyBr#d!%Tj|U!2NghoVgxp{^x6y>fj;47sJe!*p
z=k!u0d`olTb6HO`5?yzV`=$V0b7D#yS*TmSbE6xVub*Z_%vhNdK{0Bhn_nsdrgAS4
zrd}g6`Y?Jo0Ll)}eex_7`o8wbgZ2d-P=ygAeeOOk+ACLm332VQwX608oN2dWJpr>+
z_WLbAVU7*)PO-}8MebN_V<8nR84ettCq^on>>WQRRhTn2Mexr-LEMyBPI5etw;=D!
z4|?u~HeSXkfl;L*%W8-{C!Fv>(lGb$AqrXD8)@_Mv65r+3D@qi6cSQmOZ;iOzNjcB
z`Q5b4)`oB<y=Zn3fx>Ota}8R^rZs^CzgK~d+Q(nD5m$Pe^lhu;4u5=RFqn4Doq%3G
zr5_-j45tfqe{OUIybAHyKFA-Ry+<cOX;lfOD^x5H-cV^%nmAHtdLlxPF<&w_Mniw-
z_<C~$2D9vJJn-dmDpufD-C!p_m$Y>^Z9jJ1{Q1;AF)l1C7BY0}C_sK$Ntys`sz3PU
zXuKh`1?s<RZ*;&&ZM*@RrPh*K4`D+shr6@seKn!r!(Y}AdB}SDB>d@G_PCOZl=n`6
z=2~v#+UdvT;<W&NNok;H;e@EDHVPP6r^g$(er@@66{DEVa>#n15jM032-o*P(t0~*
z!-RZ|4B8=C3Qw39GP-B0^HiM1y6z0!^SN7~<Ckd&^A8iEIK9~!S*~2!(M=1x05|9K
z{WyP=za5XMbQD=ijPzG(wi8*(7=&98>uF&|ZQOaZ?nm;@W6peYK=coWP=eP(2s6X`
z4Gjk+_LhJQkr@NwI(H%xvoV2}k+Vh6IG+o3C%1M_#0fdP9gVlRH4G=OI6%{kIcAhU
zz%n}2<+<LZN9pRzyltjIO?GUV7)}eGhMB77g!FH=nBlSpV5GHzFt8R%!KnK(?W6R4
z+QjI7kx1sgi1if%Rge2TT7c}xP~{{=S06v7)-(GhzL<{UnoN$shM?DRuT#aZCMi+2
z5@0lU3rC*7Uxj&oZvG<$bDRJQ9af$8-P<hk9;E8v7x_SYEy|O~U;mxOq8q^zUYQ-q
zQ#!#q(9zIx3$<=tz9oOP1=TLEGaB>mx4%%zJ(tTh1Ilycn|aR5;UkG!VE1<qUs|gH
zj(^|SZLH!_O3xW#$2q;@Z3d1Uod3rw@TL2I`CS8xp30-+i`B~IWfwP>im#{j6eLM%
zw&~`dq+}|g@-E7)o*EB5JYx_{j$zMe!WY!dN3C;pP#llM&PS@3&#Au)DDIQd9L$K$
znZCq$Z|*nAnTezSyh2_b3~##w11F33+_{_AD{-At4_RSPDDEZ4tOovE%^m-KVjh0f
zPcGCZ7ssPj&I{!os83j|Mrgd^^q+yWD?cNj-WI+M3(1bf!i3;st+9M^$b~{RG~1g8
zJVLLS=^(zJ{TGhzHQ1xVUhGLms5Y{0T(*Ue%UJ$<1xwTT=4lCP@UP+$L!A@t;pt5!
zrm5}aQ{(kD+m6w%N7}5DU+(dde~&}s>Nuu8Dj{(YnbUq!yL||G9g^oh;-fAzv3sYt
z(&mFYoUJvdHy78ASiI7+oNI_CjitG#x8WkhGJZFQXvz7<h0(ZnuWqd5Q0mcDU7uU>
zDN3UaWz8TH^NkW~o!yfwWb3D^+lz#o1XkQNry(KoKI6N)S%mIT%TJ;^QnwFN^<R45
zVP#*C<(}uMxk(1DOw?xR4eBy}!T3IRWBD`EyT|Z<o)W_>h~Sp5t+Ox?__z3c<fXTi
zTfX&awo~ufwvj2TjmB%{<KI<t404<NMBQVg=Wp+VW>yd7sE)J4=!5um-Lipz`pQ{j
zQQ~j_7U1-1?ToLf2(L7Y;+bke+Gmf8JS^M8J>s9N*prFGH*uiI@J^Ugoerv^=0&qQ
zcd$Pb<7Xo+5&JK2_mHQ4qp(kzQ#et57_#98Y*dE&l3M(x2Hk8(wi>>o@1x~^W>rjS
z?ru5u-cED}s_-HxH<wOz_x~vx)#0{CaaItRH9pqsw8l8x8fRNTnjT%)Pj@dAXjW$g
zim=-_?~m*nH&`Q>bG(AWNq!qwT^c^Tg+6~sTy#R!^ooT8cWzVT5aSzSkDn%|%~<jO
zvIVI%2FAJtWAi|i`sX)AUguPn=o_E@^mNrete$xBhNZIgyI(_zpQ{f=k?I%wL%8*0
zz)s$TdIYL_jIr~x;>WP>##q;FeATx1BMs;~7MZyTc(Uap3N@d<U3D%t_XA}8uJ3wU
zYJjeN!?`y^(lEJbL8BBMrcZo>2_%LCXJz;M()Hu!`?;@DoGIWhN{)MJnpG99RHvx6
z0TXISMVdiH0(a1cb_L1+XFa-nJgyd$+3@4aP__?}Pu6nkGI=!Lc_%X!b$rX$$SDiK
zs#{wUe21(Pzc&%>P5s*}n_0@^>x`F*d{4JR=u?;$&xx0h&GfmekuK2tdG+`3QfhzK
zSHxc=uk5WHqc#JIs*(;k^h)#=^2B_GME@51$t-S*2BCqW?w+fStt8R}XIr;udz=)a
zJeTqBc@N|O(Chq8ex9QGISs@m{2&)Ob*x#h`YHyTEXo?vuIHkcwKk$T({dZ}+insY
z36@v+PiV}CQ?5gMZmJfUkr92e%C@LxA4K|)miUM_=()SU`LWNlhrSopfjY*BgNmlZ
zYTp?d)Mw(iD5c&JV})Ea2g)eSO3x-i2gTBMQZ8ALi8<=Sgu*T#J${X5<4Z1Hy6%%5
zK7A7~p~HD}-VwO)OAi+6ZjO`w(7Y~7wm3MsJPGD7H|0ckaJZ7~UX)0VR~)!GL(KJ9
zwm*ql9Nr<zuXLk@-g`}){*IeF81Q}%lC!f^k_Zrqx_2Fr@s^`u`6>J!{K(G$*PW+?
zedPUWh>;z$judUK7jY1rf(o>oiQK_Sssk)9WobR5+AH_ax?bhV?Y77x|I{74<!JtR
zsjEVFi5`<6dt+y=_YxG+u&%bO>Zy(u3wrJ+ldm4voMxbMOU>gQ+)%JhbH6h{D<(Z+
z-R*J^W^FdqiBYyT1oemwi#up6@(U9>-1@k#+ZhV2Vt^wWGI`$*Q6km;%I=PY_fh_Y
zA~0`=yuu$Z2b&Z<sPeZ@3c5gfdto899WBq>mZ^ygQv;|*E4*d3PkmMN<%8G4ZHEU!
z<UIjD;(u)C-Gb4dNmBcRDwAs5GpQl90J&-F;9B5*w8{s_rcd7^u;<CwWqmhXfL0<A
z(B#W;occjza57n&IDtTmqD_y#2n5(-Nf6<W=gC9YhnRDc|12t=EH5+x>jr;&lB4}`
zp%Uz3vKZMlGu4phK}-^yol?t&zRn)<8>BB&&C-kn2Jh7^&+^hpY{7w8uO51;obTuz
zrUgJn6z$iA(T;Lk5SAI}c#R@uI|zK#O=oi0xkHYSzy!U?xV5bP{Akm9)LVxj7$A`Z
zsp8wXf>eJ&sP)Y8zdrkjKllyjwndz#!u4r017Z>Few=x&j7Pk4&ACIN$HFey%bUH(
z<;q?k?wU{T7?nGiv>^7SENdzDH(nub)w(fx#j79Gy735_u@c@`kLb#p)5ax+iE`F=
z@CP~tj8(pGnU`tern4X6FYG#mv;%#HnuIp&(W9&c{TJy0byJfS&2k*rH)ctGBOq{>
z;EfP`)z%6#%ETnsA+IGPYR2GdP`EKcC}R-$Vmnr;I_W<1M(VX<Wc3Pt^RxpAD!cQk
zKBwLK;A?E{eRSi59B*gr35!eU>Idh%Q-yRk=~OHG%aXeiZC(u@F$770JW{owmAr-F
z9kS0(p!KE)o32hX_mN{(ao9jRJ&z@5{uMzmtUs_>0d2Uu%;V{OH}e#QAW{qa(lrnG
zZ@OIEZuweFQV6YKJ;L0!1EwRo0#_kJ^%_-8Z=U2DhqrNbNF{XS7PGaCenNtFWP#b<
zhm7-7hD%xUp6>^t;BkihMnwS^zB3dj(?T6SiPdDyNc@FOv8UUM<uE5anHXSmXb>m(
z{#|xq^S{7euHQ8%pZWf3Lr99*DeD}ku8ca5=!61&G8zdI{<A2{A8Ti^GwC4ZN{xJm
z{p1zTX&;o@-mM!;dw6r?mwv9_!r@DNjo6_N=Z1jh;mc^+FA4i!8u3k<Src5;8DRUY
zGGIy&?gj39G33mT2`bmB<;=Vws`d%x%Ngt-(^dA7rdA%DZ7MNRnJ4O`(<1iJ`8?cd
zP^#NbL%IXe-<QjLBKQh*XkgM?3y@~AG3o3wOBXK>*<4g2`EZ7){@e!KVtvlsO$cq^
zY2LfIzgLX%ehEc8J{sZwz5$A^FqUgoY$zVKn1Mo0k|vG@^G{RqJi8;b7?2Zr?vrk+
z3;$Q|wnqMMok2(STyNhQ)LAfZ8!aRpcJxnN4Zc&}eOBVyu0@Bq3NBc8P6}~|T5K~U
zSx-er4D>M?;@34I?>RIH;lggl!p=U6XdUh#sIDx;L3nU_uX?v_+qXw(-pwaVNRW^B
zWjIVIR7YsQ&r*IST}%sVA6zdx<O}O55{!#IxhX`DwkR*<S}s}Po064q9C|23(Dy4r
z6eMdEYH9_zh?4TUpGU^v?2d&%&pJ%w6qcCCGXMQJzq|-0z=eqJTlP8-izL~ir^BR%
z81$_-lL;Hb6}cZg19SVF%f}()THZQ)rkZg3cI}yD?_{M1p?>F%^;#6-`jx1?kEkyz
z7k=q9C#b#Trzl5)Yis~>l8*b;zQU*fD%ff;<k+)B<AjtWQT1Xqi)%sZ5-LT4c>6&I
zXxp=(X6|E$km*wY0WE(5skbcv<27QphQ%b3*~!du$go~5UZbCfou+=@RUJ=lWu^L)
zB@3ZDt&-*4PS2s%eo!lk@W$7hKc;w3BQ87C3C-2l=@6ycXTPe;KRbA(7bK@LrC()d
zt?!Z}`LFsXITFN1bcfxNJ@?!0{(u@f?XhZ6hp^3WbW4=Kw5I>74{L9g76aLPtohZl
z-(8f0r5K1rd3I^;TRB}9Ti>A<T?}!)vSuIrhc$Uc;;lv;>Nbx^GJ6Gr1@-NNN2$%8
z%IK`}kmhNY$Fm>yC96APWAbsB*AcD0Yz?=RS4#AI#+UD7Noje8mOK>aW>Fr>)=1R{
zn_pb;xG^N?MQ8BC0n-UPUh@p^Xxjb*%3rIjndF20R+g-tEBi0PZnTl5=2SmlB?)u}
ziInz)mILVZYVNC<9!+<VdxB|+>K2l1(e>{*L*H%0D&bO5LXvB`9me}Nh(j&o%r!5{
zCXLKQK1;dn2ty$;EcV>-c3zWj(BFyPk3k*{UU(h)N!DsN*RJHaLChcWzMh$eGc{%#
zRRPwGruhJ?Vrgb45;v7UogjaG%8jN4{_79^9SengJ7ur<E{rU&h<-!<fOZ7ai9m|1
ze&wpAGS+!P(%QfZ>ovSzy5T->fBCO5IT*X%JBWM`x@5IWiba;y?&}K7Eyzb7(Bv4W
ztO>-ud9h#8)0_GD-G?4_Hl6$WH$WXiz2K+w<6A*yNh9yg4>bNhBxJZ~ohgiJICsUF
zcjYC1?>Y8;IDUCt@*fadA>ZMa71Dg}ug-7p)Z)8;r6;m6mbQ;B+PMoq+237S=cT-R
zHlSbmp|v4Qo!i=zW7}j$=S6hFJKN<)IK9Uvikv59i@jMANDTqCEcd^S;?y;i%Sils
zLcTO7l~ZW<8T+m^M@{Jyf*??xdBTmW#$W-~(7TbW9$7fg4;|0!2+fL?L9IO2gCD(O
zmpizboUv8j#yNDCb5w)#KvUx=<Y@;<UeA~F5N^GT|44EsvLBmRtN)oA8)yAnOn4|{
zgA`Nn;PTyYBM9!P@MQWm&bIJ1D2eMUJ!#4HB?wAFHV&{POjlqg9~8pj$JGk<d(>66
z#sNuXBdT8ncX8i;jPI4d6)Nu$FV*@nbmeJwxIxd*USP0Ur)67<5w7BIzlTBdi@o#r
zo@(wM$!;#}3_%98DrZ@bb=lSYBpJora)7v{oNzr4!J5RX_C_UkYw1#kdi)mdhL|h<
zOEKRBGbj|)ym!Nw50<3#Gb+LPVLa34xrr}BfXNLk*?z(E%PQq_ms>HZww{=hV)pW1
zooiYJ6?)7;2e&+Ysk51@8R0UHVjjaB?EnF_(0Xo#8d`_Re!ckh0tHbcmhHAnivZTS
zq#Z%2|M0$qz#@+B@jjcV<ENMGr$q5M<;jAriBihikm7px<O`U+D$_J_d;#YQAaJXp
zugI-4Z=M&&;bzBYGI5Q)T`i+%>CL_n!G1`);>>1C!E_#XFv)8!oL4{8V%tHPJt=o-
zgC#JBg%SE_rNCO_s!W5>j^~-*M^}@-+8hQhv)Y@Ri3*jJMYmj63S@IEv;{T@`9A}D
zPa4M@&x(K%=EJP8*Q%4r;U}`u$BP0FP9>@(cUrUJ$7g5Ee6k_{ss=>Ac+INSdcK-M
zz0EAx0P6B;jp@!GUrsn}ree;%pc?+qf&c9p0OY-rL!l~$p$v>MZH8oB?R(rz(<`nF
z$Ui!U9tUTrF$#ru4&&Epc|e}x%#**2w@O`2+&dDHvV`^dceOA=>7Eo~O^4IJca0$5
zY(T%T8RC1Yj_p3b*=aIEEc4Ddek+EaC_+iI3)v*iwgCOXm|tx?$F|^yImsRMtmBz&
zm1EtAjR?KO?QVbCryp8~5HnSL{2!0ir>BKONo!^r1`KwBgM`|lOA3!at61SE9z@k{
zK-1@rqhcc`=jB~~1xR-Nh}t^KEmEa#Wa5iX(pwFxVoiIg+Ma`yLm6ke^NB>FARA~S
z#R@SI&SRfD!Ku3GPep-oo*G_!Jdg``-0YxMgZXc@mr&~7LO@qp)$kuz+({Ua{-&SE
zeE1cD+?#Jw=cI~)@l!^*fJgdS2#Je$T<>$+qeENyQ2@GYd3S1)Z%L&8gBSR)5b|6X
z?7q+le826#`P6mjiR+x*AS?^#<Xx||R;Tzk1~oJ*)_z!2d|kTX*MD#YCtydSt<0(i
zUC@e5<c-HzV>5UO;!{d5i_^7_e>Joiq+JdiVq5*f6sn{=$G_<{9=_0hP115GK;yE$
zDwjsWV6(SV<l4@S#j>ZdUrYxzmu=-9PU0I%sTZlv5|YA~ax)A=RK64CrvSBUknrOm
zbq}?XGCsy<<q7%wkHZ{mZjUsc*OG=-dm+vX;|kT-TlC|AEw_U`Rrn_PCIgM~bk>>F
zpF_nKK;|*h-M*7|%5k699U(y~z>Jiwb2mYW(y@&QRa3UGtnRD&j~YxOcqn;`pgTR2
zeC=yKLjf=6AaOuP=gRYs_$?wTwr^8iFKzy~+Yw{`$Y<4fcl;{Vr+;6MdAt^SJYB`M
zYyLD>_C$2a-rp%JN2XnoIKL))b7*3*eJ^277*(RfOjmaQ(v~S^%hizA@U+Lhe7Xxy
z0`&l1B8c4Tu8)3|;6@BG-e5LQD}%y*1GTCgwrmd_<Gi;Xc~n$jiZLFa?$Isu<e+f{
z_6?dvhMCdo_LmvHDVmk-AUj!)_zax<Pl-9<Kl^g=3l24X?+BCkSgKN!yM2WXe|Ddh
zT*(o9$35TJl;n;P{<jz9qAz(c1I}>ZPxc;5+_Q}b0QkOk@B(r<FUPStTv0JXR_U0+
z=5a3YY=6Wh_WFyTB_}#i%GYzk_RS+2e|^h+5D-(4`?A7zv909E=hYx4u&VfwhCQMR
ze|0fErr5cjSK|5zqO;Zj7jv2gg-9%nAZ-4*2$orJ8-KXWx+Gq(dDDqHdCy@5hAVo1
z-rnQa`<IR(taL#>q$fS3@g-38v$ENxSz%sboX&mB@`oVwJQCFX{$Y7{!QJRaM1dOD
z!SrpaqX~5UbvV!Z1-wJjX7U7gJS!>vp7&+-DCN!Yr=}v|>zSng<ebbjsJC4KYgK#N
zRc8kI2YUF2o7#gr6k+BZbrEov@KqW;N6i82lYjrIEZ}Z(Qf8&cgYs@xhk*v`;4t39
zAb#K26@`ZAglZ3;O#wl+M0pznVa$!q<gI0XOlM_o1RAR8+j;Kj5w<FoAr;pV%nM%N
zB-iSCr#=q57fH`xsW>n)OOho3XR$}TdNH*0v}1%-gSWFsP~VMBYtH84OL$$*{lDZ`
zR-~p=@GSEX#|lzbx_KTa;u0a}(pVT9dykhUMDQ-!JgRfv`@7ux@pU^%h%DbEDa50E
zE7)c0c1*aE{J!4cj_TDY?^i+#U$>7Q#09odhppl<*&UgK_R{y@D!m3naRp`pYLTt+
z;Pa2WYPkIk&PKEJlZ1wPEf?a*W{5KRpxYVK<ug4w=aY;%W?8gQx3NWE{WG<X;)zLc
z?oVw8COo!wqPM0%?FUriKB=%x8`G&oc|rh>zW6R2?4i~z%{uw+vgdc6<QzWrq@edn
zuuC-SKM3;(hzCc_)-8Gr*KU~dz7_3plJ@Cr=-i*y@ih54s}y9ID25Pk`{wCfnAHbs
z4L&e}`Qge$ujI8uX*;w`J3S+`=FOS=>3cuM>02lu{=OL-N+S}cX?1!5Z^0340#XT@
z>`md%07&<Sw@Hf5a5uf@4-H~36d$tFrslxB!`6}!->N-x+4MDT9hXkrx@VvJhK}D#
zc5X4~Xq65+`nTd=X>aM!ky@A(%m;em#5rEcCTcojt1+RW+W+gkv)7q9e`w8VsaSz>
zkUuH%=9MV=M?fy-cmfHEL*`dcmu<@-bm5l*cLjrmx*dT2ziZp>M}P~HYUaE7+!mlq
zwL1?yv1^!p8F+Bt1z!vXVN*vt`06b4fXnjvr06SuLpHILy(6Clv58Np0D<j9=mv7X
zu^W<$)hzEn@;pKmAx(>}QTos55{Z|~Hs^&Go(*}^WvlKN2~hW3EY@Y!7EtF-KVRJJ
zz0)Hb$jcOB^K|T+2pK+EDX?{Xy$8aL9DDYm8`K#jrG>UmmM-Sr|3IHU><pSFUf#^j
zDa&Mm*w*MOiP>8khjl#wXCB^K&k9+*7Q6zNmGprw98Bw6*T`Xc^ZTsT|9hwBplfLy
z3ZA$_=D8QTYp^6McHFIbigUBhRJ+THj%_eOZQ4tPhlQ$@cawfltANdNDO>)U(k|~S
z4G52TnFK7Rldh!7et<#M8i&6pX?;s?pUq^&Dsmj$Uf?sEkZ2UXbYFpdfHko_^>S|p
z$|Wl%RrT9?gIh-=gC7Ed<)aR4+r$7GtsKp7Sv)86>t#8Pz;{}n2^VyKPci2d#sLRE
zG)UW?2(LAZ;O#Xvcym`HlmE3O>OnW|hJ$1+qpgR`07z4F)L!X&Qe?nC`JqYnZL2^^
zHS-<TyD&P*e3Qp&$gfZnP!S}z^q3I%ZSdCH*PK3)HOc4cfP#r`TjwvBlN@cU?th&g
z#7aJrx_nJ0zVcLY(lSEE>8c7Sj>mm>M1)@2ZQx~UrcrEvNltST#S<Z5^#qR9b5ion
z1BXJ8I)xPuAYvap_^qT%ySjdtX)8}fI)Iq{q3z~EB*`c(ZWfVAbE&-i_Q$~$-=OCG
z>pknSUYHhMCXL0d9C;8<k#_=rt#2L8qni^U^OED};M~zJLsMQ-);k8Olgj1`_fL&?
zbT|oej@XEgHDgO?jQ8_-`X09ZS88bHiT_Yp`yXZMyfRs2C$GZOLkUB-mEY8Eqy7^#
zXP*{+esI4347p5PrB~M@w~mk?l<97uPl3(T4%REOm3QJRCRBxiIUM@QA99vd@Qpe5
zZ9|XcJH1;vgI?x+eY>Xa?S0Ftg$4b9C)7#U<)=BpbP>Aux2Q%)vI13U^O<<(;59p1
zIpxb)V$0Xp_P)r&`~__^oPyQOgvcAsk9=q_A7ABG8uj|$i$Vh-j0Zp_pi%2y>@{KK
zx#8Tp7hbHD6g*-o=HSuc^W5BL5lMo-MOHq%sRF`RHOn#TgiBM|**uhLr~3`u3kl+R
z<F{ca(G5?XAWdftb4r?ev8(p{S!Ol)o!jYIZDA2*gf9>Ady7mN2u$YiGjrCVczk`I
z?vO6-j|jc&;Pq)Csj9}nl9@!m#-gAyfkn)O4#%a1N!A02;~qHl#l#AY#!I%5C#R_s
z`pZjC(U<VJ5M@66f@W^a!0EX~vxUBvbBNH3+q8?gfWiGVmd(#=(IbIj=Y4uT)cLEE
z0<>avf@1y4;@U4N6THks`CI+SJJVN&`VKWEMWWYO{k#|E4qpsy>A~Mi^c^HcHddQm
z(Vm0$JHL}rk@bQNwM!g=Si@YJXW3Sr++F{lZZE@^rC{hALYrd^l8j$o7su-W3W!zr
zxd?LGzdO5r;yt(cAyx-BmJeO6aBy|mD?@{Ei1Ki{i}-HE@d=khsgwIS@Yn|ge#kzg
z@;g>S#(bB4xi1#xPp*+PG>`J~yyP2)73*@Uqp5vVezVIsy|C+ofkLD|tekeYHcuW`
z*&WAgnhXoiUVVW)fBJqZ>|Vp?VSTH-G$G4D^s&NzKFfX=iwAFf(hFAS#YbrZvdaxs
zmkTk%F|C1D1Fvzbe^h&;@m6C&g1X~Ciyt>+senjN#I5|D#4s`>>-0ssMX0n*Q~skV
z&7Rr;)3o<%vikgX@I}fQzSr&wlCl%Mh3QJ?18D0z+8V+xoH*fQQOHjZ4qv3O`xPXS
z)P&+4DvXJT)&mpHkDRkW(;-Sl53|PvTN>ztqm^avV)yz4<ZSwdr|vZ4eSbN>0*s4Q
z|8n7<TCgb_J{;R$5jgt`m+=U=N0ND@e#IY2P|A^<+X(V)%AaYQ9S2j`{B(Y>ELN!&
zaNH78uLfu(lu-n}<51z~25@CZ*Gd8sWOGszT(5DS;+!pn+s&so4W8|CT;F?OO}RjR
zKII+sUHG3)5SVkenMuW#jlO>P04LN|L!D^M(A@(KKSqmLa{Ak%5ryQ`9H8(5_LW!1
zL+PYPq3YC$G+^K^$HLFG2=z*qqX|B6SLXfpq;fXI6!rER3Orotx+w)QljQvRZ`An~
z*8O1ylGX3FU7K6?!&x!Bec?Kf@B(F76VCI<DVa6F+5Ykp{4s5oGe}`&V)<-H-Y;h#
z>QbIyTIb+t6@JeZ7cmkIncYv<r0Rlgup58>JM@Z;w{Pigdn;BiJHeTu{*Io!EEe)9
zq3DOV5pyUw1Sver9+dwP=Iy`WIn+jvP9P;uW>0Yu;|!A_AHbje-0rt+gbG_VR<`<k
zoele+&jCVzHu-Bi6QAr64G{}ah(D$Y8R~Sf(+oyUmi5(^?;cLtOLGs#CR78c_j=<u
zcYK-yw3Y%eMPW?zi3NiD4ibff`QmSpX<RPlt&$|+a4TbG-*?I$YHbr9IwUBo--RHC
z8rtBo)eh3$HvUS%R`GSq^r6sS`RbqE9!f%w;|s5>sdjfVn!uFL;umNKZRaSmz&8kj
zsM}OAi|S5ysAYMA(gO`^ehtANVm;QUhGPXK-sUjZ8I6(}^>G?E6w=ib*QqGhVg1+6
zskNM;<Fg?CBUcLYV>ff#dOZ8c$Z_&0gnP%y*mvaD?EO+tRA!uiQA+RcL2hbriPU5Z
zaqI|{uM(P1^roEb(GGv1-4D0i^M$-hARGUo|EyJqhH2AI*yye@c)X`#R~M{2t3RBw
z?@20ZjdP~Vi84|pf2csJ6a&qPr!V)U-9c|gLsUmreU3x*{MyPJg7dao^So_LbE?X0
zsI5w6Q?Pn0zU>Eo&@Z)#t7T{BE(wba9sHJ);m~F?q6R;EHtrtsfL4Bz&8V3b{~En!
zR<%Oz9wPBiO^5-^##Bhsf%UX`Gy0E9^;SkC;>H#Hf}=ksrf0A^os~!5+8yYj5Lo$G
z!$oIA$k2IMYV!LcN}g@v>z3S9JMaf4D890e^kN_oCytBBH#|)4eK)eHdN$XNGUK|s
z79YVO8s;gq_&CWmc9e_4bIG?mbYv)h&?Pj;b8}&}6FtQX3GA%ZeV`GgNhVFv)-NzV
zgt~-m=F*Nw{wAZuU#*9yNisvy{(uPFFx%b&AwxuxJ<IMZF0fF}W;KNtZ2AT1m-)5L
zo~7BHk|k>0WU^ea2^(0=L`%Rsg9d^cS_FKH)_k;adqnz12zgu-nQB{(*3+ju9G@1F
z4pSb7_>{yBzp*+)!kwsQfh{&0!2R6tSpoyaa}udK&+6Um)P*3hL(Fsn-9=6{_3_SI
ztO4P(Yn>{AmyX@Q%&hqsEO7we?q;STVEcRF(`!U|`qqoR8#wDX&bCC8$2m30N?F7;
z@Yf9OQy$xw14Yg<4DaU~60%jbn|zHvKjO%_|Lpm*wo20C(B*%}X@#9#`#k=G?~<I$
zWC6lq3wzk4T9yOH&XiN#0?|?By~hBT>gu>T*d!$Pm!^IIbl(lQ?H70yy+xn7-NNTT
zV@^JJ=`?!B#$jY5_)6>dKS*M1b-iCQ6V~{NaLgGaAKc}tIBmmbeY->dPvAxsv(j2r
zl1CN&Ajz-mZ_QxKz39fSB&mFqR(s2{r2}1RPUL(=wbzPGYUjzfO^?n?P<xSO1^NNo
zKF{QIW^k@-EjRS|ysPR?Fq69RsH7j9KDc~{jtYJ@6q)3DANzs$16Wm|JvFiiYkd!*
z3)InSLsie8Zbs<<%z`t$_IE9*OQ6)2E0kv8liH+5PhUNnX@t?XJQe(76J(8o3<TD#
z;$^YvED|IF&zlJ#dImuXPYGc4Hst-w-W0JSDwz8dsPNC<5n0LW-L<t29Diyv5dHsI
z>0wCg=YtVzZ$>XUoIaJZ5wN~bnRQKtJt)t$A#5C|Ou|~U$pb-ua!uNanH9%zLz1A;
zS^;EQ`sv?Wi&?IOs564M_FI4Q#DTxr&d~9#>Ol$3uq+$$xg%Tr^^Kg!`zGw;PF3|{
z$8SDJ=aP=Uc6Qa4>ZqMoUfg<|ij<{mGS}!boOkUuuA&kKKUJ45hx_nURh}_~enwsk
zI$(Y<Vp#T5NZV8aDWO|Q)RTYvyPU&-lcmDPkT2DHC0e1E0)vKjq=ee7r+}94;?|}k
z{RRRFqC=F4z(m`y!rW(E&7dwJYUFtsFZj6?GV3ZETE7#2gMG3mI8WE~8%L#Ol!nYg
zlt8uEA_`KD-MI*V?K#8KQmpXy{l$<+=4<(T*k=Sv1xsUjcvW77S7W2iWMD<R3D!3Z
zZkv_dc~qzDd9=gg(Z-=ERxB$Zn3CiFuh77nc+Y=M-&Hqac<i{=@`$p>!#cJ)v+S18
z+GybzFI8?d+~i>@+LLbxN}8{-r67gTA7OLp-;uKZP=5bj!#v|I+l>c2hf1n9uK_jw
zyMb>!pcb7yo33YWE=TC?PW5V@U-s;1cOe2`BGlxO<w}Y=FG!KIMF$~U!_?Fz;?Sd(
z`}UH$9SW3y+u=(gG|D5;pTM2+X0>$_azS{H4VM=#`-Q?m4*#WxoT<<TO4MuJqb91w
zdAc~0h%kUHYcr5iasiB>5Mo20clf(LcXuO9X-L=}g4ry_lbqETC&IUatqO=HP{8Ym
zW0OAxlKpv+Tyq=!gqz!q=E5(a3(6(&v1#EaJ*)CSh{2@>=+hl~P*BbiQnsj=1{c~j
zlyu?Wc`;4e%66J^b`E}tDJqmH?-o*}uB^UB>OTwDdxi-B{|6_YwV};oOjoVX^E`tt
zNLyPmGStM@{#9qF_kID;UPt&PQCiYR_*9{GT+wPkX!sN9s|8Fd*<1Q^B{p1t3zsU$
zg8L_H{8nJ2xD0SSpiNRzAGQa3ig|dHA6G(p=#di;MXRM=vUs7RCY)$KL=!I`>3-rZ
zW50o&w^WmnXBE*%06ReK$11lJg@d{@1p%R=-RbvBb%plbcsNZrMLyq|8}J|qE+8+@
z2I>8C-6LLCb9zhwj}s}rSF||4ptdY>pjK&GshIeq0$b>OI4IAJd&B{C_qwzj#tCML
z$xRGY$jvd&1>8r(s?FU=$`xkUz$ynY!H+I1Hb4712GqEFI?c-1{flm!o56LQDzl?V
zOw^pBN8RbXr+0epHA4kFw$CvL0R>0O-Y1ij%SwMYp|HLz04G60A9E_RfQ`Pi>A<Px
z@YEh3dC1-qB{g3`IxlW}`1OoiIvj{<L`=yEg1cVbcf0>X(|zx;|AWsVoq_GfJ%WNQ
zg^LqSX4xf|&{HcDa)qg}Dom4-h63_zs;_MHA0J-oy72#5ciO3~MeaXK?VUtS>@0QO
zNrAqMc>u!WZpmehVHhYTjR@y!aT-NOI>?QR|18aMq#F@6_njE`$kWid1LoE=ywbN<
z>+klD&8Q{s_62h3=nx}&=eo2UQI!JkiN^cVUnYb^e#@(B!8z4$EhJa*77ReA?X#~T
zs+4&%{e+HRJw3T|Wc?^?O{)pE$&A@_7wZZZj=^4|Xl1$y20c<ONLosS*Y&UkM^hP>
zkFKl)7%=H(Z3RDBR;+S@2-kNs=e`<Seo)ij=wskj(yC1mC=%}%`g7Hild{E>+6C$i
zP2m#8nPEH8iwacn0h4ka@W;I%-|7{cmy$tRv}RsmwBDvpyu8gWxn2FoP3ZAa?8P4V
zdxT6wuTc!dCi>Q*TOqqoa!ysJp6t>==T{{7?xtcdOwNDGv=6zovgZ;T@9gd3*aj54
zvExYP2=lJV`GX8a)bvI<cQVYE%8(VcFouH5BJ)xh&*7Je5^A`{C+wkpa>$~ZxsD8d
zT4>X$A-3NAp1?Kd=~bFGyPB<#Z(^^H&*q<Wc3gI3@O}0We$OhEYXvodn3mQ(=ez=a
zJKnu^XNPlO_;M12gZMXe|7u-?dPby3={buHDTKyM6dr;DD2Bp8+uix3FvF-LnFXt?
zY!}fzmjab=l?O$JN-h_>Z040aQ}V7H`!sPpDjSkKygm79_ekcY3?0%_e}5UHlUywd
zKzzBU@r^kQCg`4po)LvYme+3WzE~!LdCcFjH+;b(6mh1vNe5U95jRYIZU=hDhy1?K
zv|>^_l%rMsoJtwsNOsK+8w(ey)5I4j$s-^duEk)iCE}e^-H2095j;;!<}7-3tT_@~
z{4eQL(*f0uskW;2em#M5%Ur&PLIlhiI4)sj;30_njl<3QK}X}Dp|VlF2mbot@@{ye
z>}s<5k}V;S{*)iAAzsy{a`xa%kU%GALBGJ{9rOgiq9HyYzd2N3H{h)JZ1t}XEBUmC
zEy}~M^)DPeFd<!^8{pmVVmL?Xo%N}W-JsTWb+V2sGPWVo<aSiTJ6_2SEeLC?JNkpa
z9;_qfQyrXWvrF9vT&p6U=|8HYagfpF1FwBZ)*CO$#X#0gNRMrz-v`h?@b{_bgC8Bt
z+~^|+gAsniz%$MH38u{dX?OUl+q=fS$K4(23aQQ0m8;x#TfPbYsn+7)JBM0v0{i95
zi}AblsG&v+4c&H0n}?9?#!oW<7}0z#(wR1>J@hyw-Ca`6rb&pJa);Wu;1a-b7<W)}
zA5)AC7EQY*DcZ3CO0toj58$s+M0`5C4K?Xh7fqAzOF_KM2dEt{Ko?+7o^9Trf{u)E
zht9an%^;4$_3b4fmbv%Sf#!1yY@0?h9(d~B)wi$Mw+o^Bs!qRk27co1gIupR&;WHB
zgL%15Pl(wZNy<M0c%x{7%@{(Y>2KCF8p`!YY$|C58TxHS#R1xc1Q|8~eY}j9%&DD*
zQ2Xg9ZSv0-1RcpUrX^l^=w1O*z>L-Nb&ST3l_iM|XCAF2TeSd7vm_x6N^j%1tvs}K
zCY#Z*d~|*2Z`Vykls83W@p3^>LtYIQANb1CDrVhJ)<aFdweTq3PoRE23j}eK>owlD
zN`K>ex4io$<O&{VT^slgZj{6xLJ{1L&>jMVi#?7lRXN&=7o!)7!U4<eQf4pR<5nJW
zPJLA-n=U_y!KYbXmwN7gG(aR@3zUw-jq*$ZF_>87Hxt>t<qHAV*0!u;oCEAn>fjBf
z|4n%Rrxuq`Ur2L$zpIENjtAxxY|bmH#@(Fb>FQ`(g0v{c?a5Ml!<?_z7TLU0Desn1
z6x+T`9%qlAl3R6v@9@uYcWLEd4wbhqH;mu6+d!JhN4CTGeP-=qDuU=ZfM0Gy)H9s-
zk@;Mk;{HDxksG<;8|4RE*`|o=n`uRH^$$V)SNr|;0s7yMV~z07$P{eAq+L6%)8=~g
zyM`w74<{QxkXz+;+hmbL#~y-DUR=@lB&Dh3DpnnWS@t=~JN{Tq*Ul}y5-k7OUA>2n
z3Ej`gQXXwrUlZ@O&&D#oC<Nj~sCK4C#G6ovwfR$`Qg)zVDE-P@y1^2Klk%>|XD*8z
zmmQ<l#MUBiNqLdHL<m^!(6@M*DU`5aPB1q+$v}oCt_cl2mlrfdTv1_~{+H#%f?dXC
zW6cQGpS+f?_SSgk*9YY$_OpYg6D^M<vF%Sih5V$-+U|n~GAEyh^*{-H6}G6P(qjn#
zfj2W>04?YA!VXU0IvUaGWK67F8IY|dy?AW1{gpv+9pYynT8gbUP3!CmOgf7-k-sdP
zWDz{0(0N=fKe$Ena3F?emgM;nm>e@J$12>#<?*g-l+I2)?jIV@^z1$7;g$H<8d<mn
z&U6Ru!};r;fZnrpJ(6KoB3QTLQf_AG)52ZY{w80Uf4<Xw#PD><<<z%n<Y*1M{2qUg
zzFUyF!|Il@c375d>ZsPzakFpyJKa<b-nfuAo)k+X9J3S7T%cwwyfuXL5=k}tFXVrw
z<zQx(wu;@!Q#HjJ)}5gt=g`8gn@DimHzS)e_pA0QOg3Z8Jr^#Kh2x&ReZ2&Ura7t)
zf={^!Ba)C-MV5@r73BSs{FQ0Bc9}C6P;KE-Y_}zkjoD}NxFexvwa!Lws+qMKfseFD
zs}b9MGcoCnae1Z1*Z0KQXYCI$n)7YqNn()CCt_Wp*#KNNd!i7=nh0o3|Db_;KqbM}
z|A+)SrNjwVs-0^YW1-6kv!32dGR7YJo)N-}{wG(Trr@-4tIw<2P>2OXewM9+XFF;|
zbCD0ZLi9i<N>AZ9jKqyk%8qaXlLyS>sM%Iu<p)LU?ueb5r5eG!{7>jyV<>?nt8OX$
z_U{QYG)Cp1PQ(E%im13_pVY=A?AZ6qnzl%9td*JIy1Mmn*EAX_3wi@`%nEiWBNZe^
zt@}^Zy5El25R8#|(VNnku2;l#{JN_)RsU>%V^j!OtK<<sGYhoH4N;Bq7t(ixFFn{#
zy7(i<x-G$O{c5N+AXk9}K5z%ev31*}N0yK~eENI0-@XL*4?)nhlWwPKpD3G*b!rq=
zzs_$ORefI2+q*MGgEuz8`S2d5D|6>3wf86{Pq^MsK@8lLs$`YW%WZl_wP0Lv-^4kU
z2jc1fNfSiVJ%2L~RBOg>v5~WG(0}so9x@NnolgB^%eyTa0*#M1|Haw^%L5Pfcn@#;
zjo2pxN4jjE6R)DM7P7%Fgi9_3ADq`2WJ+t)<bSp8F$Jh5zMnbsx7e^I^r~k75=CQz
z;Y>%bKn+fOJvf4RQJHd)a*#qR?QBIrXGG)tX*3v{_Kv{6I5(2=N8N5)ud6x#L<X2K
zaIMQt1SWy$`Zd<z-&JjmCCc-_byh2>FEh80vQHP7_EWisq~be(rGUV^v(6TG#p;xw
zs#M|qf<TO&6UYpg2@t~hAb|a9_|o|?c7mC+E$QE`Hx3?sXDS0olS9Fp%clhBJ03a*
z8p*jI;oPua35eq6{g5PU^-|SC1Fn`^oGoeJ1K-86lWSo`2hu~7;~@+d4mTgJHIxgp
zVcepg7q%bW3f{TwYqoumpm7=8buT9h;m<2qak0GP#xn7o3sD<~fOhS`pK0<t`>cLP
zhWbZrb+Gp&)DU8MPKQnj+mNgHg(P*Z;96V(-@v!)>`m80M*D`K;+t5#&D!0pwWxJ4
zyQslc^+6c<)tLh5G0TP^wNsYD|3}eT#x>ctVVoQwC8E?w6;SDJ5Ku4(l}Ea}yJ6H2
zR8mnu8c|T`ob&)Gi474LwGD}l++eT)Bi_AV_ht9*zOOj1<NBY+p+kmGg5XE<k^B4`
zS7!Ct$SNQ~bx|L=<v%7Pks9S8llt76G)wce8pdh8P9ZKhzu27GOs;x0Rspr$AA-rn
zf9;RYNl@JPX&XY+vF^Kw(N{+Z_PaGo&C7CyUw7f1ls_)@*#0wjlSv?)&OtA(d3c$v
zl)G6-kfLodcha8E(J%cJINC`u{uQ47eZH?{`@$b)uzcox>XhSn+-w#Sn{_~G%SR;Q
ztS<}ekHAjnHRN5&<9Brz=r6*h7xY`0j7$$CT}KRrSYs~urt?(_S7?ip0ytquPX<b2
zILJSyA|K)t>>8v5siX=MG=Kjq(PU8%r6#OV5wpJeSqwyXO;y9!ea+4>_iYy2afPo)
zQqs1mzWXd50x7lciwj?vBkkZJ`8!KzDdGK@9g?SCI8jdrAQJQrwUmMo@K|WWirq8a
zu%W7rQXZD+H)!+r6-*?V2Z1<xxz#iMyCITlzU#^tdScb;l+P+x@2Op!+_mWZD4wq5
zGu`F3*9e>^-jA>6*|1YQ1w9?Fe3_?)AX{kmxbb!LKkka5(tHS5f5%k>&{jOj-sf#D
zBmXqHBcVM1NB8gD4DALjG~KDsubkEo&oS@C(~1m)fJTpUwdybm2=Z{B%UU@~kYVCk
z68jGSj^UzK?<nsFha}uYVuN4+#k~}KyvMQ!gHEQOW@ut@n#V&-@HO*Eex%#U*tc6S
z>82nM^|=;BlU|Y1%aZ@s`t_P}iD5f18WS~stFwf(b}y%-D52+xK0fiDu7&IszFO9v
zc?EPHdt#L!D-d>Glr*`0wJuc)^)(9dE<+dTqI`4s14&@KSMyA%aw_YFW?^!T6MtB_
z<eY13C91xxWI3Cu&}cgH9WNZM+*T#xV4F}p$ng<$O?3#Hq|c+#>{FT|IkHeX9Oprz
zoTWq5#i06Az3<x!rY*t5WyM$>3_48(H$TCtBImCa<Z~_hZu3`F;4JLfC*s*nKUM*Y
z%Z2t|6_ITT5gH<wxBdD0EsZN=o;0BHYq#xJxvE`wwee=zOa;X;&tn=!-BJ(9*Jt~#
z1{Th&CcGew@zVwb(S=!GtD!)Nmz?lC>vOJz#ndwK{Nav9IpDKTE|$!^$M0EEj|eQR
zIzmbI;eZhQPe(e{MWh-FF!@zO900-MI(O@*$}3G5G)L)kP;K{WL#faV!K<cS?pVG?
zkK55h0MYK3+F)V2X~U)SXOc;IdE(xVYvl@AiMsgHJdfbjT{%_(T?#w18hYgrd)2o!
z22IGNVgCc9$hJJ}S}YFz*FtCAW139YS@rzosO{jCR9BE-RQO$&Gch>`z)`0#@f^~+
zNw*V>B)R^#w`_SuwIsZj9?Kk6V#TH?08<#z7tE&VE(Y((Y>yU4i+ISNr_8U^Qpm>#
zM*a~L5lz6Fi_Nyr{wHOfsru9<(a|F$FFV9`EFGHtSBNi;(#}J*x|IG1)5zE>kP{`D
zoUz}jQRdTNx$T~+eWfthBo-B_c8*qYVBN-~u_pldQc+X#Yc^szl%)?wUZg(jX5oE=
zBn-p}U91fCvL&+Z9-T3ZIjPKSjz;(yWf)dnew#0VfOFN#8<l&9X^1_%Sep!pd@mg#
z5zDqMH+<zDxdGYQhWJ_Zvi*aoZ01;~Wmc-Yhwz{HyY%gkWDYN;Ah4*W^ti5RoR&iA
z=G=;dqxw%jyq*2SWmdx-u#x;5rP=lQmJev=zWh&`rVGbC{Gnz{wxp;YTQ%%#xc;86
z&(gony+mJFY$!>0vW>kBX1+&vS}E?EKA^@ZsKsE9a=yKrQa_|T<HV|6%YYt+D)bsU
zW_?W9yZwJ6;wXQ^jGCwrHBL&x*eGD<Uwm;~RHr}F#?G&N)IufS^j(xMu{*vQS}ckV
z9pc=5sOEP3HH#|XhH#d2jIy)4z8M}n(B)ZcKdxVrT5z-$7X=S&VP0!jO234jSF&$M
z-lM4f!mM^y4hWuUog2zSCy@Yo{ff>Gk-6QZ8jY_Q-jUXOC8lFn*S<W2sgzF)ys0ci
z(IQ)3A3ZJn;fmmaL|i4hG4!8C0sJg`yP?%)h~|tQ1cfn6{;lU>esIWc+x&RvNUVC7
z4Y;Z?9^FBA$)Yg8Y?i(5rfH=F>wr-~xU`}y`L;(U@2(*Yd*5=5NTmwn1XJzCgoof;
zzKyRs%1xE+;0-F=_t5R`ju8s9YI7n8AgrR4ElGSl(W8JS{$pZ|=aq}()c#YoD{3P`
zLwzbbwE1&_N^I(G^Q$+^8tepUFY;-Yb=wUEl|h_k7;eprdKz9RrFt0#2gz*&UM53(
zJa8b|rp_y&x(t10g|#~haB<@SvG*Qt*8A8$z>)IDHVb6q1l)*To!;W46C(1H-!cml
zs9&7B-!m$jnG6|<5qv3-SI(}LjGK=VGgK0z(Azw?|F|ZerJPsnvUA>X5$ss!sCh%T
zcGC;-eSCn;={k{1t#vUp&ket10F&ug{yqEW!z|K#>8a19n{Uxwgyp(cq1T?wYMINp
z$4_97N)BG8*v$G@0MJIGci8zjqr7$*z8S7-?sD<|@v(g9O0<WiP5^`<dLXLi(rKJ_
z;r4i+a(U8;eZRetfYX)jN}7_}sd1BuI;VVldD)k86ODC?h#U`S?;dkNM&HZCWh17L
zJ|V~p1Wy)(n`|IMB-z7Lmh!~kLDuH)5p0!E8+k!n2MrmrLcgCNBE#i21BR+x`2XAE
zq+s;EFAEtQbTzz6-H1nAq-F(QO_C3z-)-1b+KFEL{WQ|R@#mdFHMr9+logyIE2?Wm
z_^elyxwhm}xJk>1!aqNqgo%Z@FWl-sj^-K8oIK{^jpY-l5$(Av5t9mA?yj9qjYfo$
zVpBky!P@ZWa4n(P)fHI(Y&6f=S^CzWMJ%_OR*XMmll|$PUZ$?a#EUbQV111ouP2A|
zxA5ZM9C1p${d7Zr@RXMBUm<0jA?Ot=F4#kd)E%P2G2gspn{I$>P(z1^1MICd<-`*y
z;2zOKOVoErJ}V{!U5x{~jZj=4h`NYnOWQ;hM`q$R*Jo;n-$(D(IbY7R#Aq}-6j*da
zR;>6!R;|W^wh7_K?<RF~mA{8)>Gl+YFB+4&L3}Y=!bI!omr_*hdCzBQux)Ax^-r*p
zj4@q`Q%X6Z5#&O1@YgPXK=YO+ZZoQ?e@OK%<)s>Z6*&f&I0oE<Dp%87rf6cHPqWwS
zo7nD$O8p&7r(%Hh^~`LYT3TjJ4Iguf!ZQqf*b+^7jzWW*5n1P|U!o@VA7<s^*S(o)
zHm_4GL?F1`+Qr!A9sL7$UTm7N^t)fpCTp#cxqc0%o5?~9u-hZhlu2SUzi&c{rUO9`
zOB1F2L{R?C+t`g55#Sdc6CGl@_Ku9`&ZdB8JeM*{df{>!s3dNmk|_(TDA9xr9xTq&
zxA5`~tGoLq%E9)usI5nwOG5jFDh5{lCfb@gV@`N}3xMPAGoenOQ0Vy7Xuh;zPjc0u
zUcoO-MCv|Lq(L=dD26>o+tdYWnqJ`;TrG%B<6mp&lrtShR}Co$5VE!0gl{QZw+;;G
z-^zz*vcDnb@S098WfH>@;vYfhqS-?$$%k4RrN5nrZY0L|8H+Z?Uw2INI=~pN47Agd
zI<?dr8JfoI5l7j`)>dRjYr(IgSh`(UWYc`IA$Pb-?6s1vTJog}&Mu*%1E=Yr)c_jG
zDGuT{{g?lXi*iQ*mJ_?5{MqxNt5x;$=+KzxmLF|x)sSV#G^7e_&nR-6`hDaT>J6(7
z+uW~r-hRIG_TN3phjP*mT&ajRtEz&g%A>BDg2O?Y$obzLwsrsA`}li-6uM2GJ~>25
zC2|_^8@{>ZKT^9S=v-oO=Ltd{N|R>b*p3(3^)m@L>oSs_N$)tR?8>1Y&~<S9t{GE@
z;wBV+qsh*RrRokANw@ZNENCd-riX9!N4Rgb`F+!u%)q^9M5uy_vHA95vYKo9Ivx7I
zGz%V|7LEp;^&1<yUW1_KeTwgIK!KABcYmDcFH7sLe#D($z{ewt&e@xi41!+4zWw7p
z;k;<skW6`;uNz0V5fK09%9$N|Od{h>8_+S0i-z@jqLDHUc}5xCmTZxaYo%_o+I|Wg
z3d;gBFWw(`K;3MUApWCE*gva}bT1Z6{=rI^Uc=^cMoykNhga^@yj<b`4?OFKzq0E3
zazI9G?Z!r?6?U99<j{|hR0JV83UXBx1K{=<4ea(cN&&BG?}GHML4!X2aA4K!<&V>T
zj7_%@0Nw$A>{dCCerut4J{Am@dznoyEA7Qdmd=!WAuR;9t>lhrVU2{)hrFjpvP9`3
z394w#m3aPLl@b3ide3jx(9g0&n_Gt&ghZG(l{ibKB5khnK%45yjg7la$1Kd{E;fl_
za%bj1==mQ=+VNc$8u#p3V~r!d$sS*TJtOyBV`Qhx$L>7m=tXj10Mmtk_#sPig6K?s
zsVqMDI{A-p<N#DO2+k#fE^MH!mrAkY+@b!F!0szl*_c9d1O?3e+?x(4nLjBzk!ZCi
zK}{$V=P1W}kvOJhpPiGj+NS*+<rkCsQ;DYg&8Wn^8UL@V@&Bc1HSx54shbGNvB+Ot
zSmRK_`}q%@RMkEPbFVEb{xpgoafkODW!6i9{{Cnzd1;?La42|8JG;W7l7y^J1Vt*%
zb`MF6qg*hdK^%**Luc0M6yq|@+jP7gM}Ccg;i7wm#-~v-uZ<t8CG4x94q)Wc5r%{Q
zFLsZl+3d8rmXrT6I=uHkfA1>U9vPx@t@pgEPKQe;{y&`HhvIL}lt<{ADjat^Yg#j{
zkJ7zBJ;e^7zGvjztKW=KE4(qba@MuAws4YoYW=w__$W@R-P{ZmHNouc-TgT{ByjIx
zdPG)TJvK&cIM!bCavS-d|Hk(Sr1`mrVh^}4pU`*~9C8rSx?dknOgi<8YRdYd6W|%g
z_W69NyYyt8+Z)Gvw5xO?erD|w_t=N9w3dGW`VAU55WyVq_Wsz0h2h*<Nubf$5;G0h
z=CZ|6hR4xF-qB7BA8ag|WEhPTor$*%p2cmR8rwM(E_J%ecp1TB%+z`bYU@%}%43g@
zBJ|cD%8cMN6NBtu=s3JfKf3$D;;?(kzIRLp;^pA*j4b1LA%h*)tZFPW0|vNU8kOzQ
zw_d&<@(KBMqE#MM@a!Dir~O+eW`Oyi*%qI)v<mxy&_4ZyjM69h3dN%e-!A5&z{+(`
zqj5)$f&`d&gL1tivZv~#wfVxhh`KO-j5hAYYNP;}D7CZB-6d>3l-$$Gfa{iAl=K-m
z_|W^0J_<#O)b&5qTJWgfI#u;Op2)1{)xJ}aDGg!j_ymv{Av=W?h@^hmfg#fph6P{o
zOVOZ4?;%V-fj~I}4zdm=wry!vBb<w`T(qUS0)jo#CgyI=2Z)DagGO|}rD`&Q5(nSO
z_3}+?Q7R7z?NJJchoj1&>|t74q*hE>-V&SE2@_(ZCzB|}9kayj{N)o1w#*_wODs(x
z<l5<}_PD~i|3bOA&Z{tAFb*n9d^j10eq1jb@qOKIAt`$J0cMAo#N#889K)_2MBRax
zN;^WZ##~FY_}Jeel-%uJYms00sws-_e17|Q=Vw$gV8y~|yLWJ(2|*J>3?F6~-UtTz
zYD$Xng8F9F55m(N;91?y!AC*Ij0MtZZ6ePR{-L@(+{1#K;l45k!Z44TxBm6A#M*gJ
z-@cA;3eFvySv#$axQ|fJ^zkkJF^!>btlAyN!8^}AeXf#wxx*h<>Tf?lr8qL@&`6c0
zOoZlH<kOC9#4`}n2S=Cw-5C0ALYr%4GMzrFoYcL<giyJ%pt*5l<4ZX^aj{>HV?_QD
zM5Vvv7Tvs;rN>qoTE8&xxl%0u_q2L&k@zNdE>E>-_+=(bX8W6h6`fB<N%<*G$7<7g
z?}^zGUBbOD_>RAfF$e#q7!NGZx^i#KL}rU%x@4w1@7Bw*??;d1@CgV7<QUo%)rH_&
zTh-)xV7`a<M9gZFGn{imzqzB@Ezdg*U2FiC3oNri?~v8kbv|@nimiQDLdX0;ccxqT
zL3<pq_`Nidxu%fTt7k=<ARA~sB+bG;<$P}ASX5E1<ISB=gP{TGB%z+cXDZ0plA*w~
z-ypt45IkT>JU_mEgV5l)!jEfZKUm_z23oHynhNDIi0J!L2?<0HYX^5;-=A$-k{B0&
zC;!2Yr1-3KE-`*GrTn1aOE?l<J3D;d*!?m!z=l7OK_tgMU2B=n>Lp{`y)kOjo9Lrz
zVM1GehjI46)P*8Tlxr(-Jh-db)=#mIyOXI2^U)gSU0ao*0TBmu30KAfJfs1tX1gPR
zwfbkLl^b1bU6<EDX>z*n^GW98rY!1}VhHfx6^(J$C*2P@UBzn?bVY{Ur8cpTBxdHG
z98b=vUOeG7BnstaJnF@Mmt0eLeC+-#(@pJ#INY732O@`kFA4cLzs~N6`!wm!<T_?o
z2K$^@>`N2e$aAJsSYF5zc1Vor>OVHN=@zzsH~;!SwKfT+8aJLcPq~qw&O8Iwh{frR
zyKE;mBU6n9MzsR!9%<hT2L-K|tswghg=KlJI@SVF4WkAONA{vambJvZ$XELq>v9j@
zfe4;LX{H#xitT$M%-ca|vh_|5nKCjWr55~XP*e2Xb@Ln%G;!8O8P-tIMR4x)m*uJH
z+Q75zaT6`N$UihcyIGn}uI~u4*oVKVnqQ;eKO<GgYjpMVn1ITdg@!K{*$aN$Xdt$D
zz9@{TaNzZEW9&g3nfOvKkl=<ZU904UWE?ze8oS~K&k!426*6<kyb@roi5XtW38dCe
z=8E4Ij$M^vYaDION-}9e9M&HDH5xW8RJr#C$dyE>opBR5^Km;~`0!2<3)R;O<Cc%y
z!ClmfFTu0H2#NHx?4X^5fignI5TsYC7qV`(4Tzs&w4aO(SfnEVaO$OCo$ld!HVJ9u
z?ta^3WfgKCP^lucFa9p|;`f|H+rTHe(f>7#bBori-)S%1k7HPY<tGLN{gOy8&+fap
zncm#W8y0H|e1KC{y$H%sZDu;|cvw!_3W+tX_&hpCYp)Xhsy)dX%Bjc|CD@1ZDPOft
zB;^j6eBp}jvxnL=C(3F)G7lZsMEEHUl(Zr@4G|LKQ45Uo59=$q>jzu8E;;~nH=$w6
z=%ak{_bKLoysye}bw^2&HWOu{A%tTlJX^%-xwlqz#Li*ArQx5)5-sA@x-L?*u>qmS
zDeA`(vra5q7>#-=p;@(K1s0S=#Zhf(7+kHDCP0(X9_lOg%_3kBXO52E2vZ^-#Dv-H
zq2+SIv|b;zMc=Ji@4m;2u#`-xeaafCwgCN7R%$QJ<K33Jk%L>n&qJ^-j@qBo1Y$<6
z%w$BqilQewG5iHs=lQ6ogtS|dD*%Mqgb+&xyR~4fonJ|Axx+3(W+MxcdLDp59I#3y
zvV9CUnfPp6(C4G1PW+YuEoTm5<4O{;|JG#bR&ExF6Fw%$ZY*wiloLPCTz=Vlc|}kr
zQOoKLdQ!{NhvTd{uM9TJ-s#b?GspwpG|7VsI+oOZjGPm20ecR1%FQtsw+H+>%Qq$J
zrANGZJJr5>+;cRyrMP9!ypZLc!H2H?HzzUCk8I;Q>sfzS9}#$b=QzW_&;b7WCk?;@
zGhiyc-mPI8so=`Yan!iL?3|vwqQf<~V5Rxit-m)H6{mB?^C@TXSUyJrM~!kjgr=!S
zjGs7NycekrV)vXJXyE=vOroe2nNnelZCw&*83j6rG=mYQj`H{)FC2_YFF_;Ryqt2>
z(W0Bju0WaAWr_4uo+Q|41Mx8sZ>;57@G_g6&F&fM*fe<md(u+ZHO0c+JVk5~*RaX>
z@z7CrtJU~tu8}r~J|G}2DXm*r=0LMGM1{C0f*1<zGw;3DWEn5hMF8L}xdN3p=o>S`
zH`~|uYyoPQy7jX4f!8m}ay2Rd+D**RRoRrWtEY}_<G?QAI2!@aR7GFvyM@g~&frYx
zxBG)R4W<6Skh0`t563EXI?e1v<MNZ_mVt12Cf>d5g>+qjIeY0Ip!h@)?+y;_a;Me!
zOlYw5dEeI~7YpKV(*SM7d|kUtE0bWPj!=F?>J}oqs5lasWJa7k!n@joQ0pztOtER3
zHYJH&{w0yW$!M5&&;t{w!SLFhF?2-940*fUW`XXk4H$#I9xFROwEba&tS$384NiCL
z7zbD?y_GF>@uF*g)js<cu4u9^?ubO`2OeX;n&MY?qd9&eNznG+2iaJOJgUry8{fw;
z&oMpwoH2BmTM5QaBl_m|Oa8Dd3qNIcybUrMuy>LqUBxdnxLo?}cby(~{@$neOO_#j
zqwK@2^ca7s!$v3k9tdvsA9tgMVsRKNmNy41<^=3ziFAKu!2`R!cVnYJHt<E|i&HPe
zOeQo7<}C3=*rGvGscMC`hfA4GEP&?~ikFZ-<)F$2TmXn`C#>I?r|u?jf$BLAuB163
zDte^=1%ubO7?5K#YSox=uTp3ik;;FtOhUHg%kn$=IbD1G%ROy4b7jPCVo!ut=t-rI
z!^&~ZAUec@+~<3H95wZCxlpjflpxR6o|@6j-LV&k-Iq#@oxK}$R-DM*I~X=kEwo}A
zQ+TxGI3>I>7kK{>K9-tTHuzAsS9jIW$RO}Jp;K4;E>O6%G1hJ%X=?imL`mphZBsG1
zJrXkEEyG~eBhuAu5YN6H&>VKsS|UVSw*yy^EJ1h=i-%gqj4xQ%_VCZ04<8mDscd;G
zXA+BN{>X%F7Lr3@Qq}Mw?{1&{KmR&ZDwWNvrBOo9fc}N%5g$(*Pw$OcS7kVV)kkT4
zMv>tbvnx2Ihb6UzmHv%tO(zPa4K>rKFO!KAS-W;^oP8)O%+`gUpIFtVS#-)piW0^q
zt;I`}TFaW@aBKc1;csFiPwh~fL0E=bh}Us&>!F`btAD%JnZWr4+n&%Aa`A^cMhR!w
zFlVw|P#pr5G4+|8qmEyQLrNCHfndT5>r@>7)F<l-pS%VB1gYh3C77+f!z9%=RdQ`$
zzG0oyU6e><yg{H-b5GcPm-&iDf&O{bn*CT^f=4@@%J$Bu*cfp~{nX!-5jpIAf4535
zEA_CO8V>^g#Ytl!=5OtHs5Bp^A-CZK<(4D5*v~4Fy1srIg|yzVNbYS&Um@4T`p+J>
zwmkQEOs_-1(8=~Qhf0ZfcFP_P{QfuM)Hhm{u#&Ny#NyBkay#f0b+kNjy5~|r25l`G
zOr(CK=+%?V!CiaP9qcX?Pt}Wi<1>rVxDT@-M)(Vs9a}$RU#;Ewgwp~t()8>Amaj12
zVp<*G0_Akq@3dC^y=N02U#C59%Z80&*eZdCRe<B$`s3!D*Ggw`A3MUmmhtwRy9joV
zDWPhGIudE6<l|}+%3*h>3Y5S){I)CNPn5gIzHIE_W6lOs8@bfk)YUD_^y%K?+HI;0
zd;_>zWg93?Z+M}*yM`WygyG&3`{s@=AP>@P|279;jo4@-+*>yQbF7(*QAYijLt8A2
zxxP@XX_9Cl44v5OqiAA8Xu8tYIe^Hj*5zcQMX@k?_|q3HY{vF7uf74ZIjj`<ZLew{
zzHyOT;$z^S*otu{b+H}JKa_c$=tOYGtaW;OR1o3X==$e<nYB>r3RP1tJ9f`f-W{cA
zKYry@FR0X?_bD3eQMx_TtQ~s;q+OEQu@HagPQT$xOxY|+cnI_?q_jW6m#t<mVIxo?
zE`WZrA)tw!oS<*zTb$#av&zTN<E|rp<-+c2UHi8ajn6nBf8-MLfrHz9A@|Up&-s|C
z$2y;5fiBSD0jLI0N!;{XJwt*_I-9EaQn3BeB$G5xPg5AbSubpJarh8aaf=03+)qIQ
zO5Uz475&u|n7&X26MkBS<P7rFhaSIG%14DABemf-0ds<!woO{Z{NEhV9j%0w!Z4+u
zDnFvs%bFIL54;6lJoec!gpLX5&HrfKy(UeWpCFTB)}&I2*51s-aMYW9{{Exv>8#cS
z8y`g-;9)HrUT6D3JYP>_^q<Sh!_~L6q6=lAueOF~aMVSmwkO<(2A(d&TV*DXHt#ry
zbHFb69HEVm96<ZcQHlL(goNt_IQa?Apn@`_G8JY;RGo0UQ_Z)r)2itDQL&7=^CF5s
zhK1+XUT%jP^lH2ThJ;uh=qS}a*V6eB$G5C~1?fUXL=HD#R6I@dk>1di^3=o%!GR(|
zz-s4g84lQJE^yk`S3ivRy>Ymi<;CvSqCLb=ORZ^N;n8+Eg!hZ-0fZ9yY6#SJE|KnT
zx3*X)L>YRGFV;s0zstAeQpk%T0WjzKr(_LpALDnY{z6d!(9Kmo1e{G3XI&iB=NfUQ
zY-oT%5EO~fz<0!OE?$zX=Z!@ngE3z!7P|@%r1cRcgO$fOKf(4Ewf5}fEFUQAydem<
z+(zx^Z@@c*)XHjhQoK3bY7R>;ov+&F9Z8*4ll7x=V|RRT#p44etT?0+@D|QpeLtQh
z!JH?d%cJa(TyzpCJskMT*O_Y7^z+^mjNPJs7k8>=7AeOwEw*cFVDPlFe55<`<~bh~
ze_@>^|1>pb@k`#)MN@ze8aRM+3(Rs;3cck6m0?#sJN$7I#0!nf{H!zJ4LcSDH_M?n
zRngB_<SSZeWt8=MX4Xf{CNgnd#BH9l2dRmK-D3T0h1zN4?cxTu<0C3pPlKG=E0ZRa
zPFdXg`t_lDG5Cc+>g3|<$bzgl2C8Kp+<3^!wTgjR-C4&&xI3KQkiR6csYT!ZD)@xa
za|7({p>(`izpB;d7ZUbtRgFd+t%^V77$-QLBi|C)ob3-IHoN0a7!Q+BL2H{jfv%PU
zKU{)~G7y~us?D@$=4rO#C`L@l*`f)4f;L+tT-76-_Bes9h<;T`Ve&+H(uSFDGE$)#
zEL>D+8!mJV2eH+FXafC|PJPeq>AMtnpx-AlZNsQ!F?S;Kro7PB(R`LoutYbXXYs|f
zE~d1z4VK8<jDpUAj$RIsK**`9JmCXv_2<ZvzcCWUa-A_%w6dypbbG1AL7Ci%M>ge{
z=62Zvbvf1^Y?7^NM$px)h`yfps={=ty$gxw)d@hr+w@*qn1U*>nkvLN^DoW0*^97`
z0rKqnO_LWIZ*c`|An+}hCke<W3H3{xSj9-dDk8*&K5bINBaXi*`Bros&w)vfMbQlw
zzQJ>8=wIpm{vrrl?dJ17f)?IwlV(>ZvvoNYW3#W)t5FsZw&KgD`ID}YI5Ej*rMA=M
zqW&rjUhf}v`fdmXq%%Zp0Mb_&_o_rmstF47>mMo}E^H@_R}6g0TE&ZdI6$0Bj*BM}
zDn@UjHfba`Y4`<b<NaZ*2B8Vzt)QM8r{CD%+&=h>Os^rY7@zAT7K1O)knnOHUzlrb
zS3nCNE`!EBOwCUax)gT5?fOGd94@;VS-9WL_BX7af6m=-?xSw+P=h;APWu2;VOi)D
zdutWlH$kb;^-_B0r*{3gYFnSkH@;NWuO!>Naz5yvLDX;KeR=#s@8`9#hxA?n0mBy@
z=zq#4#Q2nD@eRe06+M7x6y%EhCJXlLC7e|MvFOj9IDToC{F89bvzF%LSo&_ZM71KK
zjV87JA!>Fc+zYHfXRTJZ?Sd~{c&pX*Vwaz)h$nx8Pa?SVr(YO{?VKE|11DgKHxT<-
z8qOJCuXRRxAC##+==zNzP}xuvC-BN{=1w5=j^i{{=y?VFC89IyyWnbjdh{zbuwi*T
zD)mI*W$7IDEW^9_#UzipMpyHZ8;krF8+?HlAD;%s2)*KWG%e2*h3TB9{c~Rb7cDC4
zfT9Kc0@P0b<o?CQH~dLnV3Y}auf)9A>6nF0qfN%IOmwzSyMb1IeIntz0YO=f^oPx%
zB;50|Wk7|{Ee5v%?(eFe-LrWfZz>GDYy5^mmBwx%2;14&0815U-;!N>R{a*C#maCl
zrKA~8y<L2RMYiN1efB^xbeBj9qU>-CFmSIe>!(SMnw57q-S}eyvQFjLVm*IKeU93q
zVzI3{-G2K)X%aW#39D70Qd?FZX;SC6I#P$f+ICF6PLJd>6IgIgPl7Eyqiai75B~jp
zVn2aU6j-INo(97EsnW%1RuZNY<*7corkY7gYsLd5ku3JDmh&ujrHk&f<pVYOtl-UO
z#%%t9yFA2S?&rvRnmR0}p+Y-iJr$r}D&p&k&&?`WjY5G%jo+-q`_k>~ffK%I%K9ib
z_0H!R)4qMmNo;o8hcnoHIk-HKN<Y=f;wRvswl>n85Jg9nzx#Ljbr_OGU{N-bIN=$g
zgzcxz*3YV5p5Xzn;9oXO*wFH#y%CeX529GkF1#@F_jU}CDyrev2n9DxJNC6cu)&MW
zhn!p<@MVP=&F0T4G1);44!>KruVEEtp<+I}intnDR@AEqWoIGrG{jf`WN9CYdOh*r
zca%p3_b(;bzn=YlIfl8KcL9BmTbdc-&VY>(a|x3_lR?@5@&w)SE2m?vnis_%Rdcww
zy@ZIpqmC&erN;LIIsl;(n-9m_w5aX>PL8M^zY&7A4LRmatrQVh(F}2)+j#~$GHB;&
zxP;=V@c*1;Bh2I;%sI>WC)B8}p!KI$Gd0xfUh+h|ShZrM*ha@tHhE3n67@3F5PNIl
z<swVFC7|gaGu&8IHzpw2#9hF5RT(VQQ1sFX&TE%5_o8_!il*scDFStE`M@t#h(C3&
zp0`bI0E+rsUPGg`NFOIb&tv>)mnRT^Clu{d#vlZ}kkvF*ecIJcO)^EtR2;|fXbu{r
zZlG8?=e10F4W=dm!_pyN;{pH~ZPYD))fvQUhH#&--2Hh2`5M4Wmv0cRF03qZKsFF*
zUA3I9kV^~qsY?<B2}IUA;gu;PJPa`)@Xv*%$DjVPfeVkoHULJXAvC=KzwCGV)fTUu
z{@wZ|Q21pSpFwL$kVco7AI3}Ip?A>h>WF!(OZmx9E^5h94&S3>Pklu3D;(HAMBUV%
zu)8+8x2y#InD`WtENGGSbV5znI`Tke6XtpmKd(jiI6)6GGVM#-ZdDvF{x%qaFbMnb
z1+JMfP)9H%lrjiE-A-a>137f?gMOR9jWrtgss*f8WOo8PsH(<?Lcu+5@;fu=;Y>$O
z!@kw@XkEe9{L{cEZPpIg**#ixtB=#P%KAt~W^c8C-ET>CmA*wA7i#c{vkiC5a#*(6
z&sU^)S$!cu9ekM8B2xRAtG_w-_dJR)R2LjKdmrM4&xUCv-10O<w}n`eoq3{>PUwmm
zv`dOer(%z+x>tn7fesqd%1$U6{Ap~`J+&fbqKE1o@^TSh^RPM=<Uz@?Y5kop(`BcH
zWc6oyD|vGLeujlSKviCM9KVO|cYW8yA#ZXpQdd+=jJ4674pog`#C-{g|7sTT)y1X7
z>Rh`ltdp+$I0!qsthdz7MVg~Bflv+k0c>s3P#Oa2p0xv=H8jiJoN?*2ne4A60<Z-J
zY>mMH-a#W=#Kg0R8O3;qv8Jti<QFv;1=VDOlA$<$O_{KIj-ppAv))p~kmib~DmI!q
z+qQIe?~`lVm`MzkYBD}=mw+i3GE5prtawqLp{PCR%nrY^iC5r7+i}-MmLu%XLuA;Z
zR|5Ni^%N)9+~~hde6cx3WmWB$qmJ9YDqk5xqiQ49z&AEfL$tfb%*tV7AFl>ZMV&+}
zFQ!INX-b`8b9*I%aYcLo57^t*yiBRXgmr%*#PbaPV<;Ku4uZcobj)#$J#wnzpVo+t
zmx%4!x!`eqm-=wq?;%;EI9vrPglllYIiEcQ`r>XuBdYH=iw1@ND_d1bND)Z!n-|1l
zGie<5LPNDZ0&~6crs#q03zY${Yzt+hYgc2QYW;0kt)E_pQo8#+!uy51BsRb&fC-Y<
zEzb|N4H=fSg3FGN0Gjen81ISaw|qTz#%m>mTYDMaE~WJuM13XricT(?qxY$I{U$BA
zqFaU?4V__aNu^8aD2^IG=3^j1f{i+Ep_}XQ`$J5&dig5;aRdL|AUi4ZWdQbsg*)B?
z(?KgMK?AbnL9xc@nmmvI7NKJPZrnTGe<$|HyKda%F11aWs%IOg{nbJbM3g^~@iM8q
z{UxDoYConqDt*9U$#dKsG3!PNXh<Nm@P&>i+{#k0+u=A<ZckW09~n%FGHCF65If)e
zK5>24xBeo|px1P}rk<2!$q&kz>tc2HXTPvUsWCeI@jKn%t&PeGjF1Kxkk^Vn&Q{m!
zpH}w$@V~UuBL(l@Dw&Qj=@U|#tGDfXV{B5q%m-sTj@sxUb(Ivq6e33J`ff_uUoHLh
zuilcM)dr(3^V-Vo#80a3+ljEU*V0`y(bnc;hs9Sd*L`Z6XLG^c!(GCu_v=i@&?v8<
z)Q~XmqluOUFMx>>vQv<(28rV$-&&(@m+Z%vTcPRqyMjqv(Yi(9X+l17M}}R(@$R$C
z|9&adeHn~tv}MU{Zer_-uPfy;`)&tn(A+7uznc154lAV$kDY0Z^`6Dh+h+q22QyYi
zr60I|H8&xWa#fZ$&a~k#Gk7WnC0oz(C^a%p^p(=dm%21rkL~V$)oQMYT)6@3ZsEH8
zL8cbV8WHpx?~LUGA<G(xZHW*q`IMidF7FZXTm+@LyeRvtrr)lF4B7tSvKjd|U<1s}
z(trpmS%!>pIPd;i(Eu4>B5YAwIQn)s$)O3gU8OXqIW?=^&`cts4E^E6HHCgrl6zcw
zWK6O?Vvj_8eEf1NzUnZ?yXpoey1vJ)<IAr7)#(_zhTpSe|5&YA9Qqo+Tb{RH;7Cb`
zC-o<&?s=IA)6B1m+?Z{P0?stMmWTMD`X{~IzsSfh7f1a=PI<E%uebL8#N?v9I)CdP
z1wGi7{YL31JQWYCwQv{*p#Hft$6;_JEM%~GZx*$hP-^_6*^VTY@~*aYUFNa`*=Q?F
zJ|c(7jJ)A|p|fLTE%`%x!eXTG_t$rqDJQ!&z9Y)ZIP*&z@zRglw8+uG843IBh&^MO
z5q;tZJS-bO%04r^yMU@}-XbQ&zOZS@lZyN3Z2r;0m<aiMfI6&p$eW4VW9dTEH(m^d
zp@N}RiJX!`*?nW_cu>Y^AWLNFJ}ddJ#TY63WxUDv-u9ndz4)Y}x9umO=ZgIb>S=jF
zNPE_j^*L2}HB6L-)Y!@Kmsw}rnr+@BA<5DVqswj!@3NF0@Mx8Z`$8<8J1d%NUf#-C
ze<dHEtD-nGZJ%9*<DD3VwWPp2VLIPq)T}o|cbCs8X=AvvCuHp1Vo@Jb(FOst0Mq%e
z)IP^{Evc@mbyB~~CYU7YfEJtRdrd^R)eaI)4LVO_tO>_8M4ZYDDa1b8l%Pud-a7ML
zyX4xryWCUByj3%6%-Gg&Tx*0$uc=pD=4Llj@jI2!jS_fN<ZtF+k>bB(t%6j@;YCyn
z=-DoXl2$J#iOcGc_x;A)y!N|F;HSki-F6LTTD2I196nr}Ud*pk0ooEuMD|Z2Z1psz
zH%><>N(Mt~zx77!qLp~kT(FAsF)sPj1G2|p!j3NK&o0_G`iW#YnUO^|H9kpYyFbkT
zaKK^+{qZtd*T`cfoqKKmO5&bkq)%X<CzvHtzXJDOwTd#CfHKUeB7f)<4?65W@<Q;4
z<<5&VwMBsS(mw_uKjau;j22qFe<_xDOVUtJ<Iu=J<7Jett@>(S%->Rz-FbDb#Wngy
zvLwL8mT>(jX$hR0TK^J*Q4B2K<s55-e^GF2)Q5qQsuk7qKg_FZO?KxfDl&%-1qxAR
z9=PlgICK@qwk9K$w12sBbJ}O?-<F7Ws^17JEOCSCSjOF7?WO2>n4sRtVJ>)3G1S5e
zG>oNQwNdXQBSOZ6<o4);DpUWuXU#el4tdGlgZT9F8aqWjmArK5M4CqH?zyDtda1FK
zz*S660oEl#W8enCu4y)z*9^r|Dy7eDI$KJ(mCOhB!CUo%&SUr6oI~R&YbcZKc9UcC
z(dBFIU(b~<&M9O-hD($T(I?)Yo8`(jNv>O=4#$6xg!pB(Q$1#%O)Fm>@au>bT<(Vu
z;$okPRIHe3_9lOs{rYgVh0tjex$}DVud{K9nM0uxDmUw^%}I<@PiO^k__@qTmbap3
zJ#xN0T*V8yK&_y+&>QqY0O8>w2J>S>VuB{hhMW(6%qaoV8hzB>azf>D#XC(8KMhiA
zNS}^kXCZX7Ce#M}FMz%H$^*T1f@rVs+511%R@&fiJvz7f!W)Sj(noXu?7qHIf$3=r
za!5y;heSOhjoTkI%nn2nwU4Hp3+!k4NIsXmb*C0nUd+k3>mD7HUFOmaD!539(|L;V
z=Jz^U?c!d$9!IZz6QdN76{E{mGR8M22NxV7<){1TZF{$m%`v<4rEd+EwD9chLZ1>f
zSv2R^KIyZlk0`?p#dI3a?l56JS#lv1fZ-&2_9pne@F+>s;PFJ~8SsgOl1{*8EdNx`
z0=>?oG|VE?`KyVX(Y;I`Q0m_}I`Vih%xWoca8zn}on9_qA=6%x4mtS`t*lq)t@&lt
zLBAmHx~rlXK{mRQ3tv4<p-q4nZAEv71`PL$qmQ4<w$%-Wm`3UD*jIpS>cI(}xt(g2
zy~gGvXZMQjv*Sg+o?z)g9*rk{C?yxc&-PAijs9JbTM4XYs*+nbhDa)>qI@IAPsdt%
zS?tB+R9dmkwLx^-p8G`^7f*Fzs&^Jd6F~vN@1#1y!AK*=bIH=SQC2^;g>oBT+6ikZ
zez&77VUOLpR$$EN2Fw%X4>!%VskxzepA-9V%y5b2q;in#uM67v*AhLUTE!KB+GyZw
z`b&2j<MhJ+Lus>i->{$k)sQHyHA8VICIZlP{vT3)HKU_j*f50au(!`-v2(dBVvA0}
z?AU-M_CfbXC}T@Z7BO*@F8aRVAQdw!+k=NWJ1H!Rtc3?hk&^+If*cjP5l$DMvtJgB
zEAG*s$QO#>#`T7BsWP}|+5cYo39rE|LQbh5pA*!={kfuaCr7V)*1D9vviT1JV-6Ng
z?iOZ9KEW?`EPQ%O8=g!}UT8#JgGwkvR`WH+T$WP0ds$;NnfbJ6qT6rCmI*YS3#QMx
zrg)9CZ5N0CgMK$oP%;QHkc%KErd3mGu&My<+mtg5eQAA-?u$<YmLKI1LsgE^73jJ5
zpS6^!xqi0)+CG#l$G~2vJiTv%0^~bKx?b(562Xd|Hi+fsp|dB?IPeNyQ^{hqFmI$W
z_Y3wY>X4#`eIakerIuMsa4nt)mDWp2^kCebdCLc(Lkgc^Ax(Qa9P#^FM@KwsRxlr1
z*kkv0eS$~uX7oga-l22VY^>Ir4(RhspTmn)J~CyKL)Dvx9sr>(S!o8iS36T{!S$~V
z<fGD0#JYYo!*9(`hVX&cQ(~X{>^C7VOHM)I2i+9)pE#*Ivw5Sto%zg#B{Xk0RSf%#
zNQr%3Rr`Fp4DIGve)=6&++g@tZ|E8|i~qp<lW1N0uRNjFL2!EBt^id<ChOnW96Ef(
zdQ9zpl5O&1=!|>OW;#(1h<+##y3UGq5D&HEZJn=*5?y|9T4{6sh*_oW{?K1Wtw16C
ziZJ%4HH8{!ouJ%f){nNFmb)n1y#S({*DbDq+p5xU0%E5n3nm>KHXEWF1)0zpl4syW
zyw*k!E3LFLmG+@}%YzK=HMY9vi_G1^sAv56t|{h&tKwy)$^yZR(Z92|7VN(tCKYuU
zfAdgBeW+MfR1-SN9FMoBwe#zai%>r*DBD)x$8E6GA6+3>+So^o**QhQwz`CeAAhvS
zH`99Cs<JdqX@TZd^ygQMymFqd&+Vh8pocY7IOT{q6?m^%#^mF##+#A%1Kb1QZHt|N
zJ9tn@T(i^}3waL^cuC)(lX4;#8T9A?kTaKlU+~5ar0Nfl|EfR5%1X<%IG1zipl7yR
zW<0{a3Kv$*zM5UWNHTx|H7hPkZe*$f1a|#Fgu?z;yJh0H5<GZ|AxGJ%MD;_f(hKA+
zy;{I~RTXzbIU1{QA*2v>Rv`_@S8Y^Xch&!SAwXxLyn2`J46#nHwq(?MHHGExKel||
zTF#cnm2?q2Er7u+Q_@Q&wCOJXU2T39&l>;omJQ$TS6vB1r{QbVe#O+2a$0))nwkU-
z;(f73rcigjhLPYAKL+jQ6C+(yPHI*mPJ#cJ1%heL0=43*L~gy-2f&$&O(3_pO?5Y3
zu-oP&72RS|pT=e?P7YpmwK2Fw>dVBc`hHH2+osdWPU)!xdh~FrC){3ha~dgR#pPU>
z(hLtL0)6hw9MN3<;*ai`pA!AleI=xUL_4VjmU&E-d%L@TDN<=GXS03B=#y0DyvR?@
zN6n|j)PBe-o&No&4YyoWqJ6j>t%0r&+lZa~%Nd(!+xe$-r*(IZm$}ksc7F3U<T|0h
zx}!h&?|_xziX6~ng#>P!vT0enyv|EUnfz2{xsig@E@6ztwHO&mzIj*gLjIFin?fm6
zoJKm+Z0#;WM5AjRH75A2FS-@b_1w}Hdd2%J;rcBq3To+n3GVQ^4<uf8R5Iq)7TF&E
zG_TR3>EAHLYfNU3;fyyaUAQ)6IYmv2MGeY^_$M$`@I@pG@wMAWO^P%7lURAgmBav3
zDq<BsZ_#?CPteZN0@T#-KI%cB80wjhB;@QaR@0?y`L4<WUA|{8WPm6Euqkp!muMqi
zx6;P7^b0l*PjP+`=|$Tn3o|2`7d``9!W29c?a+-WE#kfbJQMQ_aXwm(<}9mE68tk(
zmPGpu#f0-F^xC}1-H&%?qI65f>}x<muA`MQ8H^V~vr9O5954H%*QQ<0>gc+xWO2Q1
zipSx($FH=kM<&l|V+>-t?$}>+okqSm?ZkPp$D6IzBpbT|j+;2~E{vgH_oG;|byM%l
zK<;}uEB<0UqkiEjo&w@Y>>2cBy@d`LfP;YAUJ2>)Y;oeu^Ar=>0)wjI1TzH$`{Ax1
z-JS~KEZui-<B@hKf7?q;dA-lanso;ekMF}J3#^646$*0$+>UfD{xWNGai}Mzk-BVS
z+@huP<@;Tg+ID|=7o^pZJBG%W5zo)#tk#=)2<M}5n4@fWiGXla{kDziw~M=Wrd!c`
zgo~fpZjsS1lUo<k6BE+-0{z70t-pK}K;l}^p`H}n?NtyUFLC3I-khhR?UmRcyKlq{
zv#!(B`V;Gi41s=dns$tQ?c8dDs1^LjbHqanaHSV`ypH{pEypVhjPiWpa5G_9u0@Te
zq?7kx@*Z}LwbD(*$9pi=K(3c#`0@+W8P9(7^|sp|*m<>jSzB&<RbO|-ewZjY&z!%1
zyS10SZ)hg8eYjf~Q#E>x+!`N4cdH`7hD=X*52ekU$qPD1ve~$UUoKL|80q}9Kru4q
zdUW+KCF?`g^b6Q4Sm%6d+{b3$zMyaakN=#XCToF4J(4aG;cEoYMO9JhL_=|*Nx3)*
zXh^FP@VwVp+44>EN2+dL`5J3%?Sd0zhEYRlpl>-lO-Z$5NYZyJ(<^?suUa_~^;#{s
zUe>j7yU%o1S6SC;Nw?<fRO2FaY*+-dIahQDHr#xOig654p;-*0gv0j+uoG)nya=~O
zlaRo~8fCCj{eTsMPP>d=aVicwl^&0xv0Pw{dJKs92G}l65&SA7dynN5Mj=|zU-x<B
z-~o@Zle1t4zJADJ>+G&7yA$H|gR*$<M1lW!$Zf#wS(>=gKxx|8Mh6#r+>MRfZ9T8h
z6&`p;nNZ+Fwywof?V>)?AM{I3)n?vfV4%Y;oCkTmPK&M3?9}NHJm>Yw&v-#%+_03|
z?m7FX)o8dYD^#3UW~AD7`^E;X4r9@5Rks=iVf`lMapu(57>A97fJ>A$5Cpthbyx`r
zoVqhh=D_ENmB~O{*t_V3K8rx-4DdA1Yh!2wSF(}2EO>Km+)J5_E(UE`cNLDL*t(bD
zs9OyTXYXzSeFkiKYa6&5zB8$_<Y=Wkvg)hOJs#=NV-x&ZRM-;4h;Lw3{l-hYmrLsA
zQV0CIySgu<Z(uGJUnlD+RKdYQtmL;@HW=AnD5rg`O4M{8yDUOpwhzVgcg1G;Zd=RM
zG5WrN>DIY7{1iAiG=bW0P~nn`KC`Ny`H#ENhQ>=#pGo>9ExYpv3ygj2xr@*FbTGdI
zKq1oGt6+Z^W8=piS{+=rUa`JCDdj26elGA^mF)>JAbg@TIRv5`KE+zNEvV(dUOL8t
z&GsMB2~Xtm<kD(0Mr{o$R4f8k=5A0M$#zx>?&$nc3L4pBy*Sj{aFd1kg2J8R^DiyA
zP7{~$H!|<1dJ~6lWt)<qB{E4NyyiNe;p}0~NCT?raYH}IP^{&yqTVIP!^?5^AV%dn
zaM|6qKK5EuP3uQtS&k-cPIehOa*Od5-PLGA0eV)arV?E{Khu2Jf&A`_ouvf0Vzt3$
z92yt&tNgKgW3EPMZl_${B2=PK>P&isqf>X9q~YPnzda>=I^((VWTJ3BL6F*iHw9<U
ze0;=#&)Hyaq>bK6-YUrK=9UHZx(LmK&yksO1}hTHg2Bc)A}J!k>afG0MXLC4-O?Ot
zTay9%o3wntiBAB*hjAmn)%)glsIum-Xh2w8kqja}J77sMCYuX)?ET>L4hD5FBYH<T
zR#<(7;T`lOpx>TRUj|95_EaPARq-kSueO}Y>L|YRtiVy>Jr!FfG(|004zlIlQ4)mR
z)x%GDF@W;mmIGL`>%s8o8x^f7!Y;TlU&!ddaJfwS{gl6eCDhx~TkxkUuZKM8>KEzA
zX(mPQWU-Z^Kc*QMH^gclx1xPz9F0|WY(K-j4Eoai`mKDg$EDK*R3(fV-d5nDx%~Jl
z6U6L^)y2A#6RJ|~yO3ybM__h&8;IcXuiN+uj-8eC1=)fa#-5h#zACF20|-kw`#IL-
z`r$6+((1jiKaLh@w2HhMd&TIoMPKoN4Y9`RWSX8pl#LnbhS!GbRcg}M&I7DGWFkcd
zxVzyDI}w31T=;BI!!GUt@UR$|EbYgz_1xeuYqy8a<O(C+L7ZqL)uZ&S)sl{!YCo*~
zcgL=DAVQ&`S+U*lNoY0R78za#BvvoOGk}`5Vo_E)uD=ane;8!1SO@8Nw!gkWrZi6j
zdLTl<54J|88>Wx|hp)QuW+pUg*YYymF$svPn4aQ<+_$(2jxA{`4Z<?qt$quIRRf~&
zET<^8a~J+IjW8}&c+kA2E3`_Pwp8l*_oSLT%<7dlE~IlE>I9nB(nFNV`0hA(h805Q
zL1RR7CWzMQ5s%B*6YV7iRU_4>pN#p4>Ru!KtMJ+?M-^0NRC$IQ=kX|u?^bi>t~0Y|
zn>m^~M+n%x$RJq9xvSh)1%XMVKb>Y?Do!xEoe_pLD79%|V?u;i_1REdj*q}4PgOhS
z{2Cm_9qlR-)_LJ<AUv&d!LHxv;2Ur{7hmF~lL7fI?=SZJ_qCQwxp5<P(+x7OHG<dU
z7y?)mdzR8dJR4Qyvt#)DRq3prh-2+?$o^pIP&)Z86DXR+_hl+S51gI1aX$Pd*uxWC
z>n1Vjl;)x`!)V#^u(vQQ&bW61p_q})bmVeA-qvK^^$@rwUukhAvF+(VN$R=JLk+R*
zMoZm|v={W9->$~ev*cR*fGK(Aw0*8s6>pEgrDS%p;=gisEQ=kv@Sa-JcXPOXbGP6N
z@q_|AY+0cMF+z2UQ56Sf)c3QsNLKYLhlc{_gsBG^$p36pVvWE;CR_JIf>;ltmm#kL
z;-$$<X*mZ^S1i)#_a#2YA0=5ba#i#@_r#ic?A@J*JN!N3J(jSR%*eYP6ZvqrWE$o1
z5_4nI-=Xj<4k<JH&$`G=sANuyFaUbu@+qPFB4|`B{!3eCLV%)Bza&xrntYxAu-L4x
z^J)3w-Vk3Y-FVq<MITAQK3kmf=GspJ{gWt%#Sa)^9c2`GIoppl30ad0BkS%g`{UIg
zBi<iwck+&;L{NK>bi+ME*SHYfeBGLfB#0-H#0>ZZ!qQ=<S$0BzebtA0_A$Je#PB_E
zc2pSne>}Z+R1@7BEi7H6DoPa)6;P>Cg-}FPUO_-br4xGZy(OUts8p5S0wN;Pdnfb`
z0qHgL&;tZWLfV(#ch|jZ<&Vj%mC2d&oM+}dW$z71e2SPV@G&kxXNE7o<aTHfglFD1
z4Vvs_UNg=q=yr*4Gv{-ij%OGH?N25FK3%!@$STHN#YWyYj+3pl(-@)9`S;`8Xzv}4
z&(HceItleZSz?#pGUS-Z?pW7|x!nXoX~h{eqTdzchiTa;EmSOwWaH9Y{-5~Vev<A}
z$()FT`#(XAEOO2_g5xbZe<{+6f_LevKnaw5L_^$+E%jOP$<c>Ow$TnzDMn+*f^Gvv
z4X`F;;^Q%!)egtPDu6vaw15ZwAFwR=yk-#h@rKN+N#rQa>-lZ$y{w#hi_y9hmHxGg
zYOYGDSk;+d=gwUO1F2@_i#w(i4N9f@;ZwKa?hR2Y8_qx6aQ03mIUXJ8MJi5Bu0u<O
z8S(YzHlB7{d~HC%wS08;H}6^Qd?Sh4XPIHXa=zF>h^FK;BHfN>ZaqP>-s+-!Ic(AG
zfkM4zCaRk^a^)f77w#D2Yb=QzU0elb(U6hF=>ai9aOs>v%QwcfGFiG7>>f5hd`Op3
z5Ysg#KgI2Pw~i}=V2WKu+8yYduIh2Ai$B{YuQU~v7`hu|`5hCDOPi{(DScAn<7%eV
znXb7<iXCcQXK$eNr3#Bvc1irv6I}m3n_eNeSj9d^tOg%HiJncfWW_%%=+nU0g_kF|
zv~K&z3f2Odu)dL)SW6B^m+?G&o1-XGh-elW@3~@~1oviTo;{?NT42d}DZiiyEaY4*
ze>CqqHnEiMcI<VC3+{CrNwNEmH@e-gTUo>RDGoIs*7pbyBd<i)xWb^6b=a@bKO6Y?
z!k^|WkyDIl_%jjtbu3iFQ?9Va=CScbx4j50-<8Qa3cjt;$bOdi$W}h)c5vG@xn~2N
zJd8`SZ5RG!;k!40oE4$mjmrnnOUp$o2TzXezECZf=M9RQoavt|2o66tB<h!VCJ+pw
zhXLq);=<+=w6axf21ew}R3ujAkJ9ntLs?May5c4%Zj?=wI`<D9VI5@B{p&*2E6B|2
z-4W};2xigu2rbwCBTSL&J?hrnoM|?!e|oGYVs=w>!74G>1S?s3j?LJ?v^>vhy(6&Q
zxQ$2dr7bJ2^jqI)7gt7>ZV$WWBd)-wEB1}0J{LPSyT>*-TvR5ylom~4UM{PbU*t|)
znwBDeWX{f3&Tw`kf6nYOg3z}&8)K%6($0v6X9p4>j8Yk~F;~4v?YubA!|90Cg+;u*
z?!-UQB~*X6srPy<x1wn4otLZonJt2y`s;TI&6KaH<6fc2JE3sk8%XZBiYY>H7SVr>
zQ948y?9D#e)KP%+%QHAoPISiEd{up-PrQuc>JbRl@cL_UgY4RlvgacI+*94BtD>su
z5Ue{kbfNK>WrCd@R?^gA{aEsp9;$0o1!PA+iU#lg8;?1UgnkaEFQ-*=q0y}yVOq~O
z8u=}-^SVVtwy&)#U0ZkDugEgZjLqCL#l|orO3ID1dhfx`hVsCbERA~;iM_7R_&WI%
zG~LIqE$?cK$0T=OM5gi6>ihBfES8+Fhyhe;)VXQ(C-Q=a@3^?ouP71^t@{P7|EpA>
z!5bGC))yZIj}-3ya+XWosN@+6dztWbJ39*M0yv-mss&}~h`Ne|6h#fx%F(Sp96XG?
zlt9XYdEBzi;u-O}5p2$fdA4dlxqKKw8gf<a%Hs*qQ0%SBl~0eP->K&1Cn+!s`0`!4
z*S`*-GZ<sCPe<%oVe{M#a?&lICmM1G{JHM?M(kku$GEJ~0rJp!(H5>*8U81x{WN=Z
z`Hf|Pf^Z@;liqdr9w8tP)#0t_6<O1o;I&-=>>a63U{I`$hY?N21)C_+X-Lwo#dAEi
zOG2Vc|FJoRSheM9mR12Q@me4BLnum=&H;Y)A}3P)#WOrsH=g+EVpOsY_jhlW36VRI
zzE6j4VCv&Lbn~KQW&|z;d@Dq!+XsCWIvY@p3xKj<tuyliFN=R>Mh6!PYYh&0AuCKR
zWA<w$&QhO6xoHjtEd>{hmGhg4NzlyKYjGFzU4woSx?!nx*g4n@J=Frg$4e*8+b8me
z;jtaK4MzaYGRbQ+b{bIO1?4EGP-&2sQWdUZcs+O`)xMEp;{cYek~Z%?$*D6@q$dx&
zw|B)QX3$r+Ygy{c+$zK8XaTj6575)wzhA+c9-2l8%@wG#g^&fXeyD%omHhAcz6z@X
z<BeNAeGfL~VU*2=!~*qVYVUY#x>+&*<p?`L`NvPXqwt)#!Ew$=j|L;#_`nz>Sm>A+
zRK(k9P`FC--{l<&l<e&v>hiItA{K0*uwGvxt?e&L0#3h|{ovkSxG2{ZF1c>W0fMhC
zs{Kl6(^~VR^WK$Zwk4AirP2r~=L)VK5teZ1kTQ6wN1X=?61k%&tNcfA-@5hBe5L=h
z{@Z?@5^jB&tzDtqUOSQdLV|7->T@$d9PaN7swH2?BODY&b7_O`-TW`5QjsOxet`x1
z_--Qwrq(ECbtX!U*F&e6GxL177V?)<p?Z4UEj><*DP-Cm%P#c{Kx75i&N0NUYUV_l
zhlm~fU9JA+KeBO$aIb4T;Dr_bpD4HNRmju61fx7q12ak03VW3$g5(;Z+t0b<49H(B
zr8WP+)T9j{yytrAU@q3^ae94`yw4w!#=cqYHS&VmW#Gvx6*i}i_>UFRYWLlYC+GN7
z=VFD%En_u8g!8mUR#obssBJA;MP82_vAQjj%WV6DDO~?gnu4)5zoio``bU`Lqun-u
z{g-*2T*>tx95m)mV4ZswR%WgCJFRyc`?;BG7n!?@sx_WG+ME+l2ma}7<UNqM>`8YU
zVT(d$N;??OorxP{^&#W{YT=Q`MXv1eQ}pw^8#5NE?L>Lp{OkXK=d{=h!M}nPAsT8D
z=no`;gR;a|D<^lcWVxO8mvvT`=M+6)N)^gI-f#+`Hu0y-A_?Ak`rJt1v*2H7G(;Ti
zNALZ^=h8kU7sR24)pt&8Wd;#mOt?2a`D8CP&6++X#$%nhlM+04Gh=k-j;EKAi+Pl+
z3N3%>pxmM*@^-YK>FwI=dHyW(7Ykx>f{PMHe0{u%8wbxPM9=|}G-EPmjf~R5thXt!
zECee78U^*?R<NWz6Xi|Nk`rZ2SMXVucsH*e&Q;e7>TPaw-$YH|beB~Bnfj~vCSGjI
z^n|I2DWzxdGfuiCTY0C{MX2Zx1K7Q@$$6r6<uI9dWMVn5_t~Yt>LzM<HOme)9SJMz
zBV^>-3vD6;LNv11A2?P7pVbJ2{CbCY%?O?8g4k9$o|s5|_OXU*g-Mxcgv^I*yFl?I
zvxzOgaSE|2X-~4_Pw;d_zcOFqyGW8G4S!!CsBd^GPxVJty53k|p2(`-Kec)`=RAyi
z7w@M|ooOmj$*F9qNVeRZ&ZxP?6q5owqcrUSu01R0%r%ft&9*<!@poL=WO*59Wijh1
zL-&{K9bdUU-BkDFpV`Y$Wlc*H{*<)cfod?F{ih&Rr;IpHT1!{)X9)C*6}I%k9ChQ^
zx})2uu(-xc|JTR6JW`*lY}6!Qh8&$=+xQ-{Rw8q?WutaeS~rQv3o>AXyqzRZclUR@
z7B=kQx0$|2m?bLwx{hU-L?}=zOVC|<u(!UIU63U&D^Sp>Y;L|UpE8MfS#TWV^}67X
z7_+{-?2m39tSXA{tgqw3cOD}Y=6EvAo!=2lq7##G;6r-zl{i()Dr(c)0__yOwX*R#
zKWo?X%J_xNTYVMf)a9}QvNTH$Rdw$wF$v*_y1K*YB``<eH~S8jACtZjA_>pHOIHQN
zC{USI1xUXC9JOT6TtOaEEFAgMs9$gV;xTscmxk7irUl}vxwkB~;Zb(1$N>3ai(_=W
zKfOX1PX~hY_!%ex{+{C?Yp+Vpt3$6w%T7`|w!eu5{N?fL(4#pq{|G6)Zu&TqZd^|4
zQy|x$vBx7$_gpC`TSOd2BGLJ3<()6Vl8{Pn>6XQ+?!>3a>rwh(wlf(oEU4Bp-a6@|
z=qak+8uj57Lo<_~b2y)g&?5h7gc;S_xCWk6MKl7HdLYFZ{Fv5s(0<@YOO?mZ)hs?w
z$*d~qPon~X0dV(m*=y?GQ%^A-4vqqjxArD@uh{V1t7Ju3JTP__#SSQApU4G8on-!~
zl#LI!aO|IV{<QR00I$qK?vf_Zp{Pe>0c5oSI^KM;?Z{+sh4k<G!S5sO=OIan^|5TR
zPut(e%u%<5<4ZI&O+tgVkN>kqq%Ti^Re{VQl^?NgvcSO`QlA?v_f1%`L~GjiI&XWN
zMg(fbwsnQxBUZwhsJP@i;m{LCPR-w3kxNay$F2N?5rw(qOcjLfgVDT}Oi%ZPD~Y=L
zhBTp-S5yYA<`gntWAZF-`S963Z4p_UojqFZ5!vxxwA%k3O~!vV<d%~ELQIV&e!N-_
zoT8HpLtF!p?$kEzhQ}L9+4^#F?FfvR3p(CF?`!9`abk4}?*z=VGzDCflLjTdPF-X$
zIm$9ZILISg<kjPqDc!J;dMm--c|~qhEyW#%(jEr5pO$Wt4JkQ49NO-994L+U8yth=
z=U)cP2zs`|I1>*ZmLVD2T!JLUQ7MOBHB42A50&$7G#+ohC>>I*nEoOfvn-LF<{l|(
zCZ=9zHfJW6&<`wq?;<j-@)^XSDdml4fSm~Dz#Q70O?#=&Zr^J#!}D?c5wK(9!J^kQ
zXCi0Vx=OKPsr8uI_0{>xjS>}Vm{lZ(-V`qk{Ti$h*QqhuYid;CH9yNw!Bb1yBW+3C
zBP^G?o#Fn|As^iu_CmNmAZ1)fa^DN)hQS7ccip7AS@&Pvs;N@0P|Kb|*JRcVFZjTn
zS>R6Y^cstNQo(|@vTq0Y_ExnPcCe<sLSlcyfi4_-ieb5htc8O3T9(uABF9_yCEi@F
z0lc*R`;~%w6urA`I<K21t1*J%?RT!>0+~XaocYOfSC36qE${Er;lVd$qV;J6i#iqM
zwB4sDPU<+2v$%N2Ku&p{U{o4Mt72`TcgeK%Z6Ug5jy8Dw0Bo9vG6`#9-6+k}8+BbO
z5fXhBhH~#nPwRXMSgX}B)}gJplwZx)Oe&G50%qKHYP)Fah1B{~vxGF>x_lJtbMlL;
z=a;I)68kJsV0n>VK%Sb1tTYhBYBjd7rgeVbku3a|>s?mz3zp6qNk*K^1}q&k^TUF@
zX2P;{UL-q$KWctFI}&P>brGtLmEHhI{8m4Nj~K=ViH&S;+&NR@8DDb3f+ojGc`x`G
zS5qH2j-4kxo+<!K5rVm6zE@Re<}|^W>PO|1T(U;jgO5Xm#t#_B3%piaC6cTfEZhD>
z%CtQF(NMRM(JP!k24K$csIiHB!xlJ4NfDP@#<l4kcoZB4uL2ZlGZjCfZG9G5o1}<w
zoRK1O^LV$)bLl__kaTEz*x@4Q>Ks@rdWxZK-8}Es-YR*CDWrpQF6P1-^!lQjyZML0
zaVAS1lPOirekb2~c>iJo?(woei=_p9bF8yNqGDiF)y9qS*q%=KL_#%P`!HvJ_4VM@
zwsGJ)h%-`_Ub#0=DpseR%ez$?`|V|1;q@ocLAi1IV`1)JtlTa;vI=iQ*1e=YZ#B~F
zuh1KtiMfu8*AMbc+$A2@@OK%@;J-z!J`Axc`9@1Jj|jS^iO>QqYh*WwbiDpijOqS;
zH^GaI%Fu50hYg~bLA=_Cudc&TH}Bq03NCjQ{r7zwgHy~>w9=csJF!2<de$4xx>*+k
z`w#Q-zmLC??GNU?JQBZv&^mkuHyNJ+STl}T<7;mD*NV0l6BG+6#hYy2$%+dN$@K6M
z5F<7uw%Ax$d2TZUf8J)cNNUus8Rtt69Uv?^3u!5sq%^&J7M9aj@KHlCH40*KL+;fr
zLiS(j)JFp<!Dp@fXKPPZUHDehdl4q|e8N9yJ~$^h#bo>1cGc~);Et!M;q_rL%xkDe
z6LNi8?Z1L#@cHRGQ_d%Jo6Dn8fvQK#1s<7j7JRJ{X5n$bZw|+Rv#t*oR)q4K3oc3g
zn#@ny=|X(+FJ|xVSib`BEeAK`j>e3>jW@_VR!Imh8!!2|Ui#j;EQo}nf`0gdTf<v*
zcu#_)P9vUNf2lR!7$-GIk=^ERI<`9IC0baK{=Hb$+N1q3nTH%nwPf7Ma_+b~B={_W
zKjhv;D4#9$`7t8?ihyEALJ1@3QBH^5t3&>wWyY*W`2p5TYbMx$KK`t?H5qbHJM@>j
z0G^_`_0;<AnI-Foi)};;_6;Y%*%i&CSF;@-ebqO2Sdw<n0imhAEeb&EzNd#5EBp-d
zj7qJPkZ`@=D5kBR?_Qnkv1Vr1<Nkcv#c~HuU^|=g^Zo8Sn=Nrg3v2{?wOy|YX%ZVD
zlgV4(UsI%w#ebYrbjeyLH!`${L-`3>%f9qg?4+~*OMK^I7I_?G!R|8P`)$!uw8O|T
zhte(WJ|Q%1VHGzkkq4K}(|SGI#0B5o*W;hLv+1*(1n(09IMV65C?v!QQ&d-8Z@><M
zm|L}^4xVg;Jyy`?bWmW)2+FzVGw4VWB++tiQmD2_BG<kMaZ%j%f*Eql&L2=S>#;oJ
zoMr<oo;%*7;vHD;W22hw%j1xR1Vy@~`FSjzys#m}f1>23RpV6Eui`+W3vT_n?h(rx
zf}xA)i1J&cc&D8oaTS%Jlc_E(A3@5$n^e~6yzmmx(Z@S?`1twl#1>qmDB=wiQQYP^
ziD3WN)$9wd0yCJz{MTHQv$hLXJ1ZmbaDRrDycQYoFqS`-=<L7W(&=&gBw|TIC|kA$
zu@c=RqvA?(7Mf#!ADQ~woKiF%w$B=T(v9{--RuLg`>PTY%%9y3Uc4S>1Mp2auWWOV
z&}-pQ;AKeyaF5h*UvF8%JArM7efeiYTJp2h7#HvEt-m`C(T|8Zn5O7drm=Nf9J61#
zZ^&I%GE{C*^6(%RI)XC2Nj2YPw0WhWOH{dsl;sm2zRc3jQ=N1PeQ3KW3(p_iRF-5L
zr*CnuuWW`MbMwXF@hse$#9ib72xXPfE8iN@ern%FN1}Z-p8k?UkdB%AbcG*1zkb7&
z(nFT#U+)UOmxSPBaj0zPs~#eTMcP-i3Iz6BpSyJh9nvHWKkXZ5SP5XSfByEYj<>yF
zxzg@SV3ZfQWg0P=R8rgFzH*w!trn|+a=-Y<V1-biZRL(;LxB%_lMT6bhQ^ZC4u$hH
z*N@c)^4jEF{i3h%u~;NnimT=^#Mgg)rqzjlZYo+}^D?YKH@BThA;60AI$qwUQ@Rz<
z(I-vCD@@H}%3T}8VhfMo(cx9j_;}neKd#{(jxtc)<gf2z(%6{k`q*v#(=|dW<cFmx
z-)4%amqK-3hGu1r$jH~H;HkUH6Fc?yH|IwGOfsA6)Yt%1!gNh}<*ct(in9uy(0(25
zXWg;k%X4w+!db^v@Q%m+)>mZ{DB*>$b=6DI8F|1*Q!V*IU3S<OuLz7``wuOW0R5{d
z&I)M{b4twPVnP!#eHFXGe(`}>;Zo>WgJ%jJK_5$DeemawjeR^7EQHYMRBM?CA1phz
zvpBfb7wk+Qe<KoRB;lLNGiRXqq`n_Iu4YE70%Qx0eB8&EmsOQMW1n?)6YE)X?{5@a
z^h9qeB>MEsjTPR^Et4be%W<wp=Dp)%LQk}+;p!3A-Y_#s$mbkj)mq)3imTW9w6Shs
zwRGCHdRVX2nlZQ%eOBIkjgQLwRyU6`1HwtAC)mM#mMfo+-pau4ao4CoFvGzSH%%+U
z;XzlxXh0bk;ko({`|$yLVB-1e4?T*NM*=z&>NpzbkFVMEQDUm2cJWXgeWwp*W06x|
zfl0l~f2U-GtAWeEM<i>R1vX7-SY%YhVjqRZ=<4^kY7gJ$dA<}95O-{`>bDSoZmk{{
z5`}}^tyFZUwCJoEhkjqK+!qLMo!vzBK^i)80~8O21HuGjH5B>6momJ|1;(3(^U$VO
zn*79EmG4plXUlEl`|4SKzV06?q0Zs%#bZp?Aps##6c}rgPhVKY`uN7wv&3f$4_O7z
zKBAVr!bUCf=qvlM{RQKTlxXdRWs!488C_+Cfah<1d@d5iH?|Nwz6N?i6O%uDK#Nkn
zy5L5Oui^@Bcyhq)s#h~k?z<B^AMN8(-ASQDI?9<~U2N+LOayi8I$?{l^eg90-%|^m
zhs_rIk;*0BRXAh@*Bu*wd4h3@o%f0In9?&S;ygv0>>#aIC!MYKH@7n@=*ASxhpY#X
zE>=j6F15c=Y9e&tN=lb(aP;x0-A?SeQnXSfdWQD4IbbyOMV@FeCCnR$I?fSp)XMr~
zat0?jj>c48zbr_yL32eW2A35GHdXwmenbOWTFurdu)#bN0Gr{@4V87^VFF(_ni-$$
zAji#*BI3ULW3JC}sIh?yXD3QPz$YE+)F=jKp*WeGLy=Vk^X7@yaSf+tJ7fLh+Fg&B
z5vK-2ZXlSePwA@Cm)`j5r8`qwY}6NLGy;XUgK(?^b0K*fmgP-0d&6|0h;>P~aMxN6
z@6ziXFDD1xCxW4$T!m<IJX<!z9)I#;b;`AQBGuA??g^7Becf^NlS5(3YJkf0sd{P5
zLEZK0Z2Mz-A*_YSxE`D9;GR(T-2<m^)o1s{DtqIsCB+vs-Ko_xdKaYC9jPx{LM#Cj
z`vdfv=`iVIzuS$KR2$bcv;?BYWEq<a<;ThTb*3!j8ac;+q2={eHm3?Z<%9>m^P}kj
zu~epCNHd*@b+>A@Z;h4jo4#&-@V*CA&Z6*}CB23FY^E%XNvC7~#hpc$PVi%apz9X~
zeA~b1ecrL;%F?#W(5k*zsM;E)kmU&eObU@re0ufF@akE5Z|7qG=lU=41E5dHDNAoK
zn2$t)Ww$~T=}cr8yL}ABaE(+-A=`p~jgG=!&c9JFz;ia7$m4oLff#7cFTYc_wpBVW
zUYOKvX`vABVK-0X&~BYzjNiNo+4WsOI{fi*>E6*yi<Vua%-t4)-dn@yadiVCs(4KC
z1NrA>JeNG1!k8eVp6Uh#x{y0t6Z`XV{nL7bB2*^KMA1>Czzs<WG+(4^d1PG%U6siY
z)aLZRT5o0_X|0loL)BkZ!@O!xrdD#fdECZI=*4`<3~#xJ@Q`jFUe{$&Zck_IAl%<9
zvyYUc4s@=?dBqqm{|u_<&ZTU2TI~yN`9Fm|ooDbd&d51nKM2wb(oi#qEev{XQ>KMj
z%!{d8l8Lnn@oV7fiHYk%?OZ+JVTo?tz18PZuVVFhT=V+zbJa>sV`^M5i={1q@F|l@
zba9Q+^TK^I9AsBun9d+f>3dZTqVxXm@^AtUk1yzMWg4yQwqcDH87SkW^a|Skp>?xY
zqe(8vDAVR2)1x_Kw(3CK+%f1oa}7)QDbQ%cxalD@K!@rhYS;GOW{-U#D9hC&GryfF
zF=;)}mla;3+YaWD!3G~>2y{UD+}#2~{er`0tvfOv*1o0C7uL?xs#eZ>e9%0qy6PKn
zLwP}=pA*2il=ey2k$-2J*;Z^hAwiDXH1<X1!)u+W!A(4pmPVr8llO8>cih}9261w|
z6Qh>hqTHF@R(aiojsMW=9G7nS4(j<n%MyOo_v3jbpL9^z{89TFo!3vuAGADmP|Tp5
zVo;QlbXt%`c1+}4fR5)%rbdO)Qo^Gpm+11l*MgrgliGU4Mk*{QkxKU;zd)qIc(*QP
zJIlT&YkFL!Fz`z@@55+r5Y^drxA8;Zm24~46TP`E*^eH4p&x^v-g_K<%VzXLq?UU$
z_z#uby$$JEN|J&K+~_I9)L6$--&pT1rKu;#$x{8|2}EEsSE_?+&2JjSuS~F*199sv
zu=0^wUdZyq2d*$#C!O2CO~&Fa#wR``eTZr8y8VD62(D6qnxcA{>3Wg8y~gaisLPdg
zC3LuK6h=L3dk1bp-~NQI$&25&v>q}V6Bj5;k4Qpp0{fR@#QnljWK%dt0%$!KT~+tP
zvYM^bQzOcepSU)YUt2;a7)m*$2SZaJRP#qyw>PN|cquQo+y5SH-;)ehy!)iVE!sOM
z6Be7o(Y!$VFZ|;!ZD_2<_5w?jeWGD{Oi+~#0Hiwf4yF>ePHLaoVgrTB<~(j#dF?im
zfFeGe-#3$)Z4z%A+X_yU!V5{&;O+cjt+Pa#Wfdt9+dj1EYkew-^%zeC<HWz>@g`{u
zXDnhzC`<uCC=s>7^VQU&`SCIU(2gk^S%(=D6m_IVkJ5~TcNGiL$`!#dIbGZgGu-~K
zk5@FZcMqaDE8DC$@@8zcjnN#ly268;&rn}IA)-ITRT$-{%Bql&^C#x$lhOZO3Zu~v
zaY}yuZU1#IDABGM?Yhh02zxz?^!<j*6O3xX%+LH&e;WMo(sW!$ry|0lc?JuDhxDLe
zZcTwvNFb~av4~cSTf+o}0wGYCB7h?H*tX9CPvs2vI68OUi5!tbHP0FcJAG`I<8UXK
z|C{N(7)Dl{1TG<J@LLOGs6qslnsTCd@xZw=1#*{BT&DRT#JBC!{_CwI1Bm{&5O-6-
zi<2CUruUo52409opIdGeHi3nBk5r4y!Zfu3JCU{_%5-8Y)6{E;r{FY~cm#$J?bZgo
z{M((tx^e%EgX0vKUj9bVTYFZuF<>z0B1WYh6WgB4kEr8El&ZN?u2ToR^gKvA`#@pn
zX-{-XY41Y0nCo%jh#KFdKt^X?4qIAoTb1Q$o;k(0{q|4~y;07Knf!>5B2oMP0JnZc
zF(73m_UB?XmyPqpQ+z>UOYT|E0ak5pBa66FO8h6@CP%T>Kb@L0%Hi3Ox1KVC7zGXZ
zzgzreK(_rB(z<={JR$G)?0IszgTsTO;}zro8SNo*zIgtm4S8~y!H@8xj1|0v$+FMv
zg;4$n(NFZ|oy{2XZEn~-^UlCbtdtp<&hn{mt`FagmGx9FH{{?$lEiAQW|uH(G1f3t
zzu)gur6LmY>(a(Kn^ownti|{Nw)_yQc7R1`6p2rtQ<*tDVpBdB6!%V?HOBob4W$_D
zET)F?O2+2kkyOabRpuy^nvt!P+Nw&3W%OfifmWaBXJ$djTMLZ{vA79>l>p*gyk?`N
zegmI}tyqesET=Mcb3XsJ$zt^U-Pw$<_?47}%St@J4&09~JOZsqO^%|^SENw0ltIW{
zoU1`*`Ct_%!!MI1&1YAY4d!>I5JsB<6-~D#`5*B7|EG36_X2J<A?xJ<?eiy~H~oq(
zFu4+7Mhe%+P?|kv*h2wEnF2EuK}?cN$}89L$|+t#O~GITsut=88>W;b@N3gGI^4MT
z>^9FebcK9KFS_Dno-z$Yto`BJ^7hb`rm_EPrI<D##jPriS8~WBMAaWh*3FpTA^t5u
zwMg%*@>|VgXKmM7F=3Mli_t`qCO6`>o5kSAm~(sQZqol*SiYX3U;p0>tYCL$?mFy+
zV=QA8CNGzPo0l3B{cXT~2QR<U=WSxh1FYLuzzU_zNm*gyetTSEED5Ze6cr+TJFpyi
z37T6QKJP;@!g}6(Zx%TYY5xA;R6ytFe_66y${_Wj7*MD#m@$72^~ncj^s2QVNwL9&
z9mU&960^<|v*HbLc<zc*%WsHT({|sslNQsT%_3fH{}egK5MS=P&7FhSRK%eF&NV3Z
z*VQBbzKaPYRwhb;Q;7PnC&`;1M(Cjb^S1;KPV)bjFwWlreK@wgNE|&ynt2ewZ5v9>
zCpX6Sf?v-1$R^7M!WXPsKgo{O$kuFxAU6CcKW*Sc{2vFP*l3G#fj40F^$!*(^y;N&
zIX0;izOUN;M^marW+20N(!Fih@%WDoTn*5U07A};$&Hi;$IME|%nH7{8d#1ALN$+}
zc{1z~ycW*c`RoDm7WpiAqLm=f**_FEyMfnC;ToTH`(5oz4{d~V{m+_$)kGNwv^Yq$
z1^B!0e@{xq_64%P)0pB8kRbC{3>ro7E=Wt%OoA=cFo-}?S|8)YA@aF7@QYm(6uX6t
zLUCag2(i8vugs+^dVTsfMz+{V2|#*6wJ{`X`G^>d$c6L=ad|iVs~yrJAk^P1H@rpi
z{Xr|8cUKtf-EtC@4T7ENN2qa4Wj!@*Y8u_LR{e?E>O;d5-1qjuZI!@}I0$)23YNUG
z^Br8GN5YGV?x(EmsWgxZ&s2~M7YO41=!;8eNNy|ud)9)G`qQ!`6%hDC$=N69IcxE4
z$>e}k$!Uz_E{@SdCV`kSh$zIA<Z%2mb^D<7b~B{GA}Zmma^_B<DoNr{qo)TB{{a!u
zCLeBw>W`+C>3{S)N?FQ4K~GU^J2;6221SZP7~}WfU#5SBHE6@~g4HjED{|C4KDIRI
zslib%HqUc{NnzWoi+k$G2Zjy>GpOu6y#_ETGbK0M4Ei1NkM|h&7`8cf0z*T{kq}}j
zIuts@b-slAxXXKv@yRSGeBqn#AcB0N4%go&JwA*qs?$$!IrQ<%9S=#ZSsmES-p)lr
zoj|`y_3}pL%9Do~1_@H5e}*c7tOFO~#fY=+`GPj(?X;W~+tB`GFkdz<dtu@4{`I=F
z8IQ{l{*P@SWw9oYP3wSo{S7Yr$KBpG!(}+GX@<+sTb2m=W%Avfz>pQ8CH8-4cu7Jp
zw#6X0&<d+r>bX6<zPLG-O}21qTSeGJ6smKS?`Ix(kb>IA;KDf!v5}MENXXB+&`Gh+
z1+wR%#bf)UQE;?Nof&8}2LYKP`tj=AK6fouztyf>DzE*Af}elVt)xDEX?6oXU5a=`
zY<urVV%W=o4n7wu&pBmkH+QMhbIYu7Qr*TW)NxG{@qR>cf@gnS!`<fDRV-s>VlGZ@
z`v^ki_TKS8x4FR>ADZLZ3j3ol<HW4Hz!mdBU^Y|Bk5eEm_s*}21V&`eq**$6HG82Z
zn89ld7OTvN-J9cGu24N?TNox^QSB<Cja>QH+)ju8^?Q(*8G|a(D7i0!dA@sXn*3!U
zgvkYCDI_kYD#wWQ2~=V0Hs`&|5JMmW_n^3ciTeLU=zKe0bq+5X6MHw?B?5EteU+Ak
z{`2g>{WwdF_daMH6?mC($*T6t{VHqk#O-~RH5EnW@k#WLOl0GXEXUm6tuc$-gr;9e
z#3R>xkZps7M0Ktee8P;=&o^A(`3wcdkURBtmy%Gva%}zT1fz;a58AAy<b8X*GAZ2y
zyX9fAjYTW;17S*}*3nn1C^^!_+HiIas-0{KQY`leN1#Zwhl_}!Y<!a%)<wM^!RHfd
zrrZxKQc{b{*g)ZxNZ_0eRG|_LZyLmY+w4uwlB^(bM5zc?HWnbVpA0JwC<x9K!@oyD
z^hlEA6pCcI)7X>tv=TH+o%v62-$VlB<uI|$;Ar+Cy5Hgm16x8cY=Ox`pt(0k&`EFT
zODW85fj6Xl7-Zr&Mz0DtpVe(QJwglFk-%b@ep8aflrdlJHwf4WLr~s=Ah}@bTX>Ph
zoWC30P;ZES8q|<a?I?Y6I}PPr<}t%<&|E$N%9<_ufc%r2Gc#S(vW>09XD9Asng>si
z<gvE>jb0_#KlJE=DXDdN{BM1GiG0&rnBr@2!;(7F7AZ&^gKSVygo0s1pi5gl_iUt`
zhgzu={CtCTdN@AlDLSJh%@j$mLJr^FGY!toVj!2Mkeh&g@(?i*7~p&?;Ou`Nb#Moc
zREXlJAY0gK&E8|hBN5$b7p1Yn8t>mO&Wa=pq#9A+2*U1dF4=Z11Y0<{^VQ)m)GxQl
zAw6by#&Qca0ahaNO||{IovAwhT8%NoiNGN<IZ%~m5kv&@DgTudO;i>SdYy2Q__J0C
zhRHkN0KxRCCushnjVHz%_DzJ^QANEFE|nIdavBY9x6ok!0jd`JJ?Bxt-y<qyj+s-=
zrvB;qQDXuKHviBc!Y#Z@u-GExmJ<L-jPqcx-rsndOMvL2<H>M3II;N18JY9r((SZr
zN$sI#lg~CHh*b4__F6I=08>)eL2QI7>}KNq3x?t^LC9a?Qsl*<$T8Gnb{8g)Ec;*;
zak}NBhZ~XW^;yYsGV_D2k=EyqTDwrYl->B){fev>lR<R*qbB)W6EyJF%rI0R05K-C
zy~8IUeZ+>Skg6?dQ#^uPgkhpuL0fR~e_1vU{84|#G}E*T#v)S~vJp@(u)g6EW_=I%
z8hwLJn-uUL%tkNhjRUU!75~ls&8@AFH>9FXosevAv#n3I(jqY{_vQz#?~1>R$jUk&
z_5JqmD~zS+*K|?k7|q@mJS4+bjeK`G_7+A_Tj1kd`(+fm^tCq;$Y@cri9zsB-ptu5
zCM7$?eLQNT+``Z`B!(jsCR&StKHc>O*M#!*mN5{_PcgFO-163v6}m&R^w_iK6wQ#Q
z-+~)-q=Es*dxx^*vBA+(lrT+`NBQVOo@3vp0`&*YCoXO+#~SF#QQAv1LHSitXrVmV
zkh!5`P~Fw7KO2)1j3ZjXAcpu2;+!bV!~Y>G`Lvu!A+iBf8m@E`TiY-7<{1gHxgIZb
zO3c$rGWId1EB+GJJdG!+2&7-V67-)RmvPBYWz3?VT@I%DC2A|Q6|rCMOD_Q4#k1Lz
zPX|@YKWw(hI>9@SO)-Gt!G>Uco!Ai=)9mk>Vb9^|(%}$QeVADGDR?fs9g3{{%yxWJ
zTt%#nw6<%7c;9C20xFwL+{Z3r55_hdFj?dBC^`Z0ob3a%FE1;(*(n?K_l^$Ic2b_&
z`(DoPB$JRHhuQh@#dQE<?AZIJ1!C(NO*FimP8?<tc+~OXn5oxMxi574Tn{zWM7xx|
zaugEUV8m*wIE#9%6k{IxUK}XBak@f@s>eqH4aZ>qWn(8Fj!uewWS6;%(RM3QUwOd#
z0g1h*YK@1|0h&>YK4WXvxTT7l4l8?YY3WD3)*N8Y*(Ar>H^;3{{Q;$DFQbdTfdATW
zvaCq)Dk{I7+xEDL!nJLBB`7_vUz#&^Kj_|F7tRcI%zTpY;-u4qm*KQiEKNni9_Fwv
zRuRD5Zhc}<ehU^PobD;F!~{<BE_M9Y=sDTz0+7{I`70~ilX0ngT)bbhKBKQ(Ut_p#
zlWJk3{4bD9XnHiSCc&>T+J?v!OdorRbPi=u{|x@1qi#u<lMD5wYJV6xb}Wkx8T&;V
zI(S}mpa6T~1W&Kw8kyf}8?L_#K)0Cz466JczKUs?67C-~a(tGU`ta`EJCk=uY2Uvm
zCXYN++69tZe|3@f`@XXXqmoH}y9I?VI*Q3hVj;~3&`0hijRostU*YcwLA{Z;fPbE-
zqGVC68?zM;luURZ>SE7lN>=(GxmRG{zj)DZF>TuxU;#qz8<3%acrqB@p)WW@h8-1&
zftv|MIzZ6*bPmqKte5<;^fTeb23HB}O<n6LdN@@QN8tnDQms5D(Lvi#D<LGp5d=V%
zML#-fMo&UBL;6KM$UXh!gZjkf%L!A`nLcS$i-g@)KXq?DiB{UOD-_10t*Ck7H78<f
zIG~{q9#2Taz$A%V94w<Aq^+M{zMCS)vd9x(g<}Pb|Cn$nil;xo&83ODGikv-R$Jrl
zaVSc9mdNQRBS6EZXhIs<+r77&!{_LNoP{`ZbY5Ti&v%7j3YHGo!`&kRI095|<|uj`
zJ)d7DK_F}Dr(~Dl+Pm^zI&&~}kE6{TSo#A-EuXC}fV%M!Lflvlb)Ag(&v#u9j~lqx
ztBh+97Dkz6?rq<IY5VNXNdR52o0{hw!VRFZUu&Wq!jROGv+dLGU%pG}Ewyx@`Xop|
zT)j4@Zt}{-%=6uT5pD8;6p@t+d<V0Tn8uY69%C?%V=E%{LE-Q3rcWq}B7H1+je3pl
zUrq><pg2j$VWJ1vk)#Q13R)uy16y#3M0N5Uc^Fc%?^4J@E|()~8FzOBu_ne}FdhV4
zv;1s#jE^v&%37<7Yy)mne@pt2NT)B^>f<CTn1ZdC2MT5pN_^M*Vnp1BAPwstA|F+h
z-&Pl_yI_F4i$QCt-)*fswceo(68nB~Y$aZT2qv#^%WMuNB5LPbo)j$t@@L?UjIT>W
zGf47anL%%N#@EN>fO7XPasU|Q4q`egk^#Qj^ndPT4Q?YJBno_W&kArl>M0|guYF0B
zOvhrtbrALA$)+tEHUvrWRuk05X7Q0o0_j7tK5~n6K8yE<?c1=yF|cjL3(tB<MRM%#
znFp{F(%lr`ms<dVvUF}ed(npZ0)SfyoUg_1=NcE9P<YIBPf@gqOa4pobA{QhgMub2
zwd^wP#gi1mn}F?@ZI98fF*WB+-$N!4JHq5nNQ=a!r#-2=lYtnHha@8o+W{UcJ)&Hj
z7Pt9Ap3L@Y8GuouEeGmXFQJPhAFkv}VvwWt3mwwCf8T*L<XAC*GRX6W_xTbSlcQHZ
zN#C@#b;}!pe(S$m8kUbc2w$trVilKFy%r-(w?W+yf2TDfFyXmiIW$X<_<UY-B9rWg
zUm|ajiCf20hyNCd$~Lj2*`-0H%Tpknd<xX1lmv)B95Yl(><q+Eh98KbCGcf6j1n0Y
zjbr&zRTYi9#bWcNN=vF$Hai>WHB6|g0O5vh%-KXAoyN3I!N}NzCJq*WU`C_xw}-?C
z*gz9;h8=g>lLI*y^ckLf^DW5thUC;3v?27UHBrsluWM3O@}!{|wni+F_aBB6^gul^
z%06Pe-gh=5AQwozrD~M`ZlWY1<`3iw2~MydC2t7E!7fa5vH*9t5|@a_2tu8GA0m3;
zq0-!iVe`JCjEBY1@j+wd&-=UNbZ%0~&L-;X_syjmVKGjLV=jqrA>M<zgn7t-Do?$r
zL51ixKGqkXM!vk3mBANuP=NL*`(u&}#j5<Lt83<b(vKb9;#l!6L-z}OO@&KL0_}W;
zeIU!N9SrY)+1Q>4LTr=LiPhSi1X_&bPU?|h5^)cF5bSisC0N|JRiMT$ma{<T{J25g
z1J{CsCvQKs8+2=UoecK+dA8An7gpOD=|-LEi(>@!+Kf()jh^Af6jdM-ryNQrnQYqa
z7bdTW_t4qjnAm>Fpae)-gf+aMdxrYSH{eK4DS5&ai4<7_;Ao^V`HoR+UIdOyL!9~}
zf%1XPnV_F{-$K<d6GyfVnNWl$Z=p1PU{RkB+s<Nmvf4T;VOYWd^5W+{l2xVp*hA-I
z@=Ok~NAxf0B1fkXsBC&pNAyBa6Hf*KXZ?bp`(&-d`2`c=+Ye>xY7NgJ;%2|pAE_0n
zt6g{zPqY*biEi_X!|i?-_3HR3M5^kCi?dC^wBdHIi~1%_;H9D+;=%l38j^Tg4ctyv
zG4h`;f)kKrKOGD|8>!)6Ay_{x^%L=(MRTpMG3optJVny@1W156LkLi?ng8r?tc7F<
zu3wPcQ$)gJh!FZ&Q0P(QzBW0rbF4GJb2-w7a^^G&hCx;AqRCFEQ?l{=E*U+YkO-G}
zMczdu6P^0a`QZVrOOKK2e!l+6#9c#7=sBw0q<y`l5O~OK;@7`tK^7w$&X7fkiX?U5
z;F3Z>!0%dF+2r{g97L8Z;iK7W2&Oc>!`_in;t-4a7onl6`TAq~7@hgFqvn%DkJhGN
zrM8_c9*AR@j{9i^86OSY0wc~AbStnMW}cJ!exPaC$|?}@b6-r6xSFHm(5631{@3q*
zd7?{Bu0U6plPPr~KZ}3o(9)ycEQ{7%L39JjYwsN3(HPn-41H(j**!}vAz!lSUmC*3
zSjf5<sl7`wZr02YdR$Q`%(T+v+g(`G0B#-futKpUZn+$sR5Wq=<7ds7T6`fz<p6?9
zdDLUF@_d&Kj`QdN!mwQy^DDHXJj8doY~QB&=%1e!Zmh<RNfK1tMK(7f^`63!3t|-)
z6-`CJ;|j3)P>HYk5zynTBBfb!($5Kpgr`b9K*Pwzr}{{jv2)6QseL3(m?aK-P>%5p
zJC{YxWYH}_Vuc;kkT#(WmnhtTE$otFyR?e}c7dC!4xprcNN!EurcOgDvGUi9l%1W{
z5Xq-JzMA~*g1lJ)7^+VTB>9!P;*C8z1tGilNT?<-E)k6T3nW1<mT6VKTDzT9{5{Ie
zm6y#Jv=tF!q`L8${l7axyjDiEJ)nDe(JQasP<=D+y&@#?`3^TVqbEBT?R6pA@x1kG
z5lri>N5N*E8@JB`lWA<d5l0zUf>ZGzcpC<XK#~v{gl6a9ioXpjWq?F#>XtMK4`G}r
z)OuKBec#yJrGZc@6jjQ~OUSM}U>lAN+wD-vqhlYq3_R3Xz2EWUzL7nZvS&@*_Wc%)
zgjp*k{y9cZSI#Ua|0`L8zq@qpSYFxxSp73NUjC}X)^YK^rOdbd<os5ip{#u0E@qX+
z0#kRVUo1mU|GW>5K8mi<8WDbdDr!0@qaE{PccXUHRnD!zbY$N*R77oM4;?8WEmpky
zaqG(rRbkaoLU~hRf)J~hShmw$apaY_PrYSjukuoQw0c>}Lct%i8k^*W3w#qBHOw4!
zb6M6k%dFege!=Em{-zmSztQ!D?dy+`Dh@$*L(?td31WZUuHebMa`21RR#A(UN0OC8
zJST{Nz6u%93%(;C?-KPZX;5ZS>Z+e<6V)GuV8a5+3wvQqR|}C1Go1d9Q<j6ucpjez
zSd^#_{$+OM4-WtEaJTd(Dop!VylP$dn%KEoZz<T;4RE{s-$2cQ*AsL7OqUgz(SoLN
zs`0HRz*Bgpos0eKy9ame;>BT?442+C!;revEnt13dm#Hos5HCeay@DOJZ8q{^mmrx
z=wgps@FzH;F$0dc7^q3S9sFsr9ydSAY<BeD<@U(IzgsM!q&5~a(kZ<Im?qoHsUQhf
zZ#)pg?_c`x0O)*_UN6$%u**9)$INF)rQ4xxX?ibe#xush!|26=>uy=b@>6QpVuhG_
zHw8d)YcZ{>b%~gz!jedBv+5fq%MDWw>h1QMwN{UI?`D5Z6OH1Ku2f{>VTK{8hOZ>B
zuK}J#dC=(?T!S)sm~3Tr@qNVcB>%Q23TXSxt=vS^)Nb;foDu_rXtfRG1rpLwUp$QQ
zFqXn5BL4&3$3cdnOvx{Qv3#{0p91SMx~2Mu+|WixwB*axAvjLX6Z?nF-()U$h$cTi
zoV6dK6!yM(7S(B~CU5iX<;lU{@Bv}c7Bf$sa;?HW9SF<;nGSQ^;I-{<H~&Qu<FjTn
z|Gf~9Nj81zPQOhVYHo{cJ%b^i6j$GHW?<7Di?J9PhM_$y>e<n49ifZZG*G_WEh~-I
z0}iPWO~!_it^Q$)C8gia%gZPC-rragXp&B|KIB<{_tej!&g&uIovhA$lI>XMm(+K4
znodVnv1!jjRoM!aCUQ4=a>mW*4K_Mw4xUx=xq{4!Ru~G4b!MM28YGob@w=pAG@Z(U
z{9=F=OEFV^X~TK;`Z#u%7d9>!Gj`>g@7Zq`=zA-d4ixIG8EzWe^XN%|oIgjFg-Id?
zc?T@QI*(Y&2CeoR=_iTv-A7gdrfDWaNA#of4e`ru1(j3TeFmnJvQ~KcgGcY4HFpre
zWp%AfnL8DA3GH$gN{~0L@5U7^b~8CD(t{(^UP8l2w`X1gT@SNZdYP)$gK7dZ)wC|Z
zA0)tc(17pXbp{14RZggwXH;f0uUc>}YX#K)3mqRUOVxI+^F2-A&-<a_RC_QmER_=7
z*wI_)EBe5G=WSzNVcu>ke_h^i?hVDxa8NJB3BD8#YF76a=NT1su}=1W^cJ1+e};RM
z9Fl)?Ky_Vj4kRruMRVWsS|xqp%}T#eTIChKN?$^`-Z^aeJvpSOzbB@2_ae!NhJ}8)
zJy;8xU-(AST^Dt2(WRHy;K6EG=1lGD{eh@5T-)fkF!`gNe?pAwnT;<!BK~D}v7C4}
zJsG^A`hf5ooNqWTrn~%<VM6Aosf~~Oes7v75$wL7WObqqdsgypCV23}$xtQJMv4V-
z{T58{IWmgBTc*aU2fDQOTKX17QpXGBO4sXlG##R)ZST~X#D1u|O$DXmzoK7lIZsWv
z>gh?#%yy{lGxFuR&)ryOH=L-;Ax`vf6anedL<nL?<9AiUE@`x*sufeK4i_5<Zh33!
z47tl2BM|z}x5XYkIt(ez13GQag?;~L7gB#1<PXnRC2Z+z3M)!wG<*V9rw;>b=Q3c8
zA4e!^Vgpd%;RuvriE4!IuN6o&yOLG1tuhr}QS7%ZRZ^%qRukoFWqR#o?z^josmw`I
zd;R^pG$W~w=tb%tH=W8LH??&U%=`@vF+t9Rt0<0!<G;t5p6o+3UBg{sZ@^SrhCTN}
znHSZgPHE;y*OP%sGHW)gG^^6bk38@EYa7|u@%3q4r57E@c`2)+0UX#s{!nqU>y&|H
zG{lMBv(uEbiaf5Yysn23FXfzh+VsvySWcsfe~91nQp*Z&^Ts{mFe`tFwFq)^j@I=`
zW_U`6oK>?lO+v}dzn{Lm*^3Z*9ahadg!5dwJqPAXrmSYy2PJFiN*%A!MtL{JU-2xC
z2naK}a)`GbSk+(OW9$6KRK9M1muk8L)By}<?VvA!1!+AfoC4gx4)&+Iw%(#gRo@#h
zZ#xF8cZykN1zgy(b?dQ3e!|abu2QQ#2h%?Bq!Of7T6n$2x})h!^NQWH=kWdmz3Uz#
z8tXTTlI~YU?R5BB3f<{2S7VZKk&LVi6_Jrh|9FF$iy@LGf<)5rcsp*+?R&<wa7o`3
zac7s~;9FKw+Wuh*)Kjm$!A0*`!)*`yv`?jy7CwzjxwH-4yWWe>TjX6op#vVr9D7Tt
z_V^{SN@)d!aQR4gTkq{swY7e($4cGhGFPn?ewyFv?5OjW^uo<-CPg9&$5l5c1#>^}
z*G@}_tdl5hkN;j`ioH~zkAlqA&BnVGJlx)1kn_xZ;MDYAxw(ux;GU+bBS?q!)9Rb&
z<zb#p?W0=d0xdZc`5S%lE)T=6&M&!`fnUbDzuZI1^wr(WOtItH7<eIpw3zswDl3N|
zyw1vnTsVYSBr=%<Yt%x<=uVGo6xrweOb)`F><=+9L@xEoQg!9S0I?z{iLt2AUa7ma
z*onNWGHI2#eD}`*)8D6fbLqD{?zi05C8}tFI?vrXinf>)^<`9N1|WXzyAUHK*8}(O
zy<Y%N2g5YD0?u}L#3G9eUHl`b>yK0<>e*<6Q6~Gpk%{{%%5ML$m5a_!Ut2j{x09S*
zK9vjZ89q8WS30RSZ5>HSGd`(in)L&y?yvOut>h&F92ovQ1M(%CxAbbiA=}S82P9{<
z6so@3>+s5->?c-rlF>rSB{~DOkQD`0h3Lu8ln86rJxAdX8okiE5;u8|6TqxCS(K&K
zYx@wwTYEM1Z_i8@Wgnughj~{*g?j23{F|z3`Ku`!pWOE-!}tx3>d{&)miKt5v_6tC
z3P|_+o2=Np(uuZpV{Hu|d})<@rfKzlEj`t9*fPDvp6Pf03kF{A-)@z;naJ#u{z><M
z^hv_0SWK50>|Z8IqFCv8;|k$HwBS*8ewUD^?w2<<l4M*r-ew<=;9vg5y*|}uL|)<9
zyPxX)^;PE%7dRB?z>Aco?lM5TekiT{F@W&=X)lLXe|o|eKWqXfUBgn$59FxY5FG!_
zhsD{N^}jr&E_I{v|DIy2m~0xJV!O6`jxjp?TRqm6Dt@Qr6@O6r5(~bkzF!StGTcyx
zX5YK(@l9}`qNssH*Z%fYlIMjpX&0PkjF9j|_<YuuEc7X>i(Lhz-oB5iq;lnV73!Hi
zp^#PjA0!9{&}6{dg&T~{n-i2g4;u!}WV)O2bd{}xOIKFl5s*cLtij+@7`o<%YeYMb
z=1bE$zba)Sd+_M1??Q7^fSK=I3A2NRGXZp=ruhxPFpJPD?bE+9P2qjs)2`3)EoK2=
zUiIJIV-<8!y#qsz9x~rv$DoNo(wgXX(I?()egxi>rdM);_wCZ^)~sZ{+`czC;PQ*-
z{*Hb1)TQ6?SvazLVY)K=%7#KFQ<Cl($OS~9MTU{dpqcNB|Isw1orx4m*J%BC<~<5q
z(vLztkohXo(I9%r82+Eo#K5il@P)tOwtZ@Ll|UFmP#eKu_%|iwQ@e(G9`HNWuPYZ%
z(p0-Gto6J9<lLzl>^-;=HyQXOk^Wtf@PCD`CGT#Gy#3|G57{dD@2)xX#p=xy;?WdW
z672tD?;M*eVWPDi?r>t;wr$%xwrz8gJV_?DZF^$dP9{z!wzZ>o-m3E(&ZpDWKcMTr
zyH|Cu>a{L)7)D+LqOdz5?B4P{`+r!7=3X-_+?54Oo64XE)I3V^SNC~t_6}enj3HHe
za_0BZ*L$S@C-Ltc`&KJF>qNdLg2x3w)0I&jKKNQU7O17U`#+iQmO00J(~mXKQlFyD
zH}GQiF@QBkmO6P(Xsu88rBAaA5W>XP`sO<y!9T%%2zGj19rX{y_^o{L-3Q_r@)GF4
z$xvpZK-GYH9YEfdV*2Y?rtC`m0HZ_c@V+Kg+In)c>bbS)0+kl;`EeVu4b=6uVYe>(
z<Ntkd6Lit`mEQ^QuAsfMQ-H>I1L5Tcf^>SHq14{GE|f{ojc@G6#eY{-C<##`hX@Kl
z1s*~*MY7$q>U%{U`D{bBa=G2KGs9{nV+^#xUtT;F?C+aZQ^GmV@E#{Mdwd}7G_-OE
za?Pi_4$OVG5@+xRk;%U)N9ONHb|(AYc3!|yRvW7$ykdxt2;5s`Fy<#DHhdwShdI&x
z7}Cd6-q;^^*|QP?Yjy*4ARb36TnCfe$?(2Pyg&r>KXl^wcfao`Acs166TO!0CNd9r
z;YbKW_qjmu4%3-jD^m5?6DOhwN?10b?ltx(APsq)1yz%lojmV8sQG?cSqJ1O8w<Ta
zV+~#!qQY2m=fhX@!?3*EKqv)My~6sslaR)lgK=crq1@t;66Gd@wSME?K%xu|cAyzi
z5BIT2foW)f&1Q3eYfH<p&?2379(uvT2`b6p{5?y_WL49HlMSul`;-HFv>T-oW9y4r
zINJGESfvj$9};vAH**7_EY867zxiEKQoN|`*@)fOh1Z4r`*E4|HiznpWZkwiZ_pDz
zeCh^C3hmq%u)p(;iKYgN*LaE~1`_{9e8m$*f%>1B@V!P$^os=c=l{+BQ{aD3f$zCN
zYd%u3P7zpX39%;hX7sM1pJfk+8dxt|m60M!Neo}Sf1)tl{YUCCS5dLy5>O^c-wu1m
zy{&-f(?w!@m}-?vvbmmgw;IOF6VT!lh2pXUB_$;Vg6ugH!_G9*5<E%k4kq|+9mwm3
zFN9?NYLN(3?+-}fMmL@`>@4)zvr5Iy1nykYI<9(S@rjPIy(((D^=nPY&)$j(Q;PVR
zT6v@IGP*a$P2~HW*9G64(!&d@cUy6XDW=k*LW)1$nRuV4Sa)~CcKsG#e`$N{iBv)e
znX`Nl=mU&s#<K0s!-U>E++Ln9<S8%O-U`Df1}OBD)`%cM*f8)gk8@{u3a;}6lb_K~
z?(Pl;li{3-GYDABz1hhd$=J<K0j>1F5g;Shs$hrdNU|~~gJ0R_f!F@fCG{~pXL(T<
zK7O7rXy?e!)DDg^yJPc|q7VS`=~v>4Ke5&uyOW`5_G4|fdZsH=$e5D$c5!Xp9^D<k
zKbT=)oSCEEAE<=c|LP!c6hX~h{`{ST{kF0&XS2b|a{)<6`di66pGQ`TB4i^n_SZ10
z7r8Q=5s4;&UwKVK0wUAt8W6>=L4x>4q6D!X_i3^4k`+MmrLM~wG9XLsxD=>Q@X2Qz
z&&Fd0$YG@nlwuyA5#jp9O2*^x+)>ldXA<r)8tg;Iik<eT3%bN6&Q+d^zDD1PceMMa
z-9RPm-6zYEDt_cq40qe<w{#{ixQaSl8LvHJn!NOs{<%g^MTItC`Oty3&oB&UCkf*o
zCdfKq;r45o%UxJd0XJP<eh*d-u2d-ECHNsS*~MozM2YIB0H50%U*4S~QzFG5LMG-X
z)WJRLh)_y@(#SfrH5p(>G&K{jKmU|DT#43>nVyb@o=z@?@w4<+8bDk_!&p%fTq`Mg
ztfcbZR54CWhk0e;pK1M)DQ}e7qi{H5(bp?cRbc99s#KJrm!yX##~{Z57qu0MDt!{f
z{&&qt+MoUVG}5U3E*ZaAcrk1=d#yHqO9s72m|MwExj?wg{q+>%p7k!ljck8twpdAO
zn_s{7H&%wv@V=-036IlHpSCf>h;Yi~PmmmDp%4Z|^LUCHYuoGQ*HFY0zW334M_bvt
z6gEa|J5!U_eFYoO``aU~Cvq3KWw#Y|Kpd);iU|B36o;P(S66ueeOHoD^GIhj@tJo!
z0=8^CMFN&y@aA!3yI`Dy?{53+K<fJwBd?v7zb1#NgzEn7J~1+Pdbs4!%xXhiJrDQk
zkGPm<^9^3SJqf%bhH09yb}Kl=pSe7P>R85Q(_MqOBg2kN{<rUA2FFrym|?%*0Z1(+
zgk{Xr8}hRXdauo8<y`?Id|aa1UZy1t*(_{Wb$;`UKvGwWlHqIQ_lJ+1Q=|^J?VPDa
zF(0nkWtomJ`Mr;sFfZ;+h#g6N=S1?P!R^_>xJ@Nx&iwU_fiVR}69^#FV`$ikd$`X5
za*n3e7qamC<q)#a`(<dyZO7H~X1K>f_(JQ#d$HHzrVX^F^-~mbWjfZ9+Ij33ImrHT
z<kY1(e+Mv8gNcQT-@%~P&mPB!`br@Rc81BLv{#XT;1j}NiOT<IfSEnR#X2A_!LOGC
z0SUp4sSZc-+x&K~2qMVF#z4Q#A`}Pd)Nt5#Q%NO|KB(R1!MEKIljf6hUU<S>vSbT|
z26$F{XqxzpHiwDp1qBF02K<!A$sfiM&Q`Ux@^Lnpoq_P5-*@zMaOI%BWoZ8o1SvrN
zTQUmOFT*m)*%Z^QnFOH`jv=24D?ETXx1*=WS#LhEG&H`I7!r<&GlID+4Bd1{N3>?0
zQuDC{a-0O^l!(_rG>frPsemI}&-Gk<!)mkTKi*{GS?$gHzeY~BQF-Q&SPKg`0m5#R
zNdrHIc6T{1qLGV<#SknKf{*40uMe3MpG?_G$&;s&xv7X1zZi9lJ()|*dRn%`*Bh=|
z8u1-U9`VHLCs<v%4xMu{1nIk&{4}}dzVZ}0b_JHN%P#Q}*5$aOLq;FC;}KQ-jMamA
zWk`%Kk`{7$X<IuGoSZ!ET|;n2jwa<l15J?`&$AjbqRsz^ek98>aVH*a$X_b7oNUBz
z@N%D-aCgCjOsiVMh~&e2eNVJaX=$?W%GPa#v2Iu&UY5;DwSWU&RV%<Wmu%aoEe$uy
znUVntp>jJ%SyxpP)<+W|LX_&9GllGN%V|A)!Ta-73&ER?F2@H1yRJ<<Lj%@_(IecM
zC*~GzMPp%eA=ZntxajmBMmla&zeXvS4sk>ABZ&09mX?f%CcwnJA^0}obkD!WV|RUM
zsC`fA=2YjLh~j$wmQ_1sJH$Lha=AopCLenGO=klC5}h5NiEP^cF?aLMs?<C5Q99%i
zzC87O2s64wp{040)0GB>_+rxp40<k)R@p!OrrM;!SGF$$G166J=z7}c*E1|6l@H7_
zM@bfR$d@X)u$98`nbWzWyTi?ZYvu?BTT)|LP^;zHJJ=Zwi7o%;?Bw%BB}5HKimTYq
z6DV!A=4U_o%aD)*ur{EpjLQ+`LcNX*eJ|+nhm-MTLjYvqHka4IxhQ1-@+|%OuMyre
zBG%OhX?<vO@=IQ^2J{u<f)O6{hYt`isQH(|H+8a>7HL*fBCAt-Sbty<n_0`e%d=dv
z^zPM(m|5GmjO&Ej#F?0SvSi0GG4sDVJYER;o%`){9Ivj(JK=hbX#DQ|l)kq8u2;T^
z`l4+5=$6)+HOf>UCbEV+5~C8S77BYqq0l+39<Oo|a|h7;ZNyE<%Vy;Zbvd$`S8;B@
z$p&Z3zo5U1eRL^=nzZbosclmC?2_rwA+yjVk~<f4_oQmw>fCa+$S8jjeZ{OnWTT@{
z8NhXC1D1O}vHm?>oOVHSGHni0S8GmJwu$3`h(c9Xb1?;x>9Oe?#<{m{&o*tBb2`2Y
zo#Ib*bsV-_iob{eM{+qU)gPlYT#ohbx`^FTT04>5o6p2CF#j7S;?>bl>T9O9am@EP
zx&C^GQTAUKt+*(c#xiH@BnPqW3RwNE3Fl@u6@Fp(EW1iQmF-MIDkwe^hs2lLkZzF_
z4!o^<L(Xtz19v|SOhCuaY{*WC6P6YWDKTZ5&<_@F3Uevo=Y;@mV*Epeda|}rK~&|u
zDK25%IS)TtjbABX{B><?V`;P|0mp}_o&ASYM>%#bubrZPD=UQLpSf}pZi$87aQcfu
zdNiyW_`OsHBaAotf`GG&GC?kxBIT)X<gUJOB}u?t6`A%@eaT%-4BY8zda2pjYJKBA
z+|8P6TzE^#-VUFgEo@#C6)a0H2bQ_nYav&>(A=o5hi>Nk^JLb-FHor@R}W0+uSBS^
zMr{Nvt6rDKwEJ;I47N}x$nw}vIX*u?7raXW&S;onLoICOx4Lt~_TvC(M8l(3Gx`J!
z`okW248Gz!`poGP-6z34g#A5JApRX*2d7=u059Ux{*1(iQ6FdfpE6|-VVOvRuDXcE
zbvdhHE&;G^)OCQa5IZ&3QQjsGW`bdzVkZPD3pSKnV>Nr*Ms94T*u1S5-If3!gB1tj
zHo?2kt<#9-g%d1`HI10;wU?iE-PM*383Ip2vs&$KpmnodL10gP#pck)V!W_^nZOof
zhTz`d&SI@wy>Pw1$a&8jKHV{AZPvHobXT;AeqI}c1JXLajtX+I5M$;JUN8N$qu2J8
zDYm&`vW>ZG@lw5_6=1qML}-#@jsyAMxv`>4385uuh8Y@I9{`cu)IjiCD;F@CdZ{7f
zpxQn&Lmpg>|KvSZbnv{rv%!MRM5kv(L&T!CWN4D?>~gZ&wzta3>d95Vih1T09HBGy
zm94^Y@}N1p)T%Z^uQ<9L;D8t_SLc3%{LEY_x3o%gE}0vB*a&?6s#Fe&3H1L+gkFz6
zuG>|-uu`h(a+pl;12r7^oDgmI#Pb!mN#*~#jy8l)k1kt$^0PTj3`e-ZU&aUh@b?HA
zxI`P6?8ZHtx<s1fB}6hTLE_7g+~fJhwKFh>ZNEpoPQoLzcRBkXEMzEzVJYVclUv8X
zvgk;zIBc4`O*l;GTM<&kpM7Yq8P4K=S7O85(6VKCc;ZiKTnId!#l?{DTw~k?_V@Ox
z9GoG*!|E$&plgt|_f=Hejk`7JIVdqK9dKXEP>2uFU$5xpe;6$q0$SSzt1i&F5Ma?K
zhkGo_fTI>}ye%|)KZAXY<lpNVnVT-taAAx}^QF5)V!VGIwe=x1`?70q*q??&CFCpI
zE16GlR<f(%a&rZE@)c{!Hj9p6yhXg#-@EB|1f}Jx4zUlZU)Vg_-@<OuMV3JUYY{+U
z^@o|EqW0HEGM1s-WWF{*rr13{!UK}=FZC-#A5VVTo?n;g!{Nf2@P(LA6^cC3aC?-`
z9Ca7kvYMV$wXYMLkn3z=tV*_sEwnqW83LACA^g*nj_hZE)y$@OXEsiPT&jw#f}C2h
z%FCC-mw!H5sK~u*EzhQAO?K<NX+Tf-3pOpswS7#sPP-aGMvu{}Fss6Z4!RSKEz}p!
z{`AW&f&wNU*Nme($z5qX;Ov7jM!gUVELPhAiTGmx8iY4mR8gC7ld50{`j<uhM*SKL
zt0;dW?p0fyxpPt;aAfnEtH{_!6zNL4a6dP(&|GTzByK9shTsgD+?aN>6L{1vyA->c
zXap4C@IC`lS6M@XGy3B=uGiYj;`+5-`I2R3%`f({sxC(ADGud%-z6a(6A4ulIN_kF
zwgu**3)0}(N&y1g)z{n2UH_Nk<cl)K(u@9v*s>pqfvsjmP7>b$li@GgvT$yTBcAbJ
zgr;Yk<iMC#4oRMnMpy1rhxxH-Qh0LcwDZzRCO-Tey3s){xq%*TNVcp$B0SQe+fFZt
zkIQ~M)DP1~ge%W7!TEz9&-in{{xiM8^Dk4hjFyo+*#k7yVm*~mu7{h81SKW+WD5Nl
z5+F1!yeS&mr0L7wC?0!}R)*tTI9pgNB9>ZdZMk(44q0=u6z|W`6y+x{mnq4f2V;#N
z7g3@euRJ{={mCtvr~(7!rJnH+Z~BVn9Y*54nw#ZPd&ZFYMGRaC{P~6R)Y@qETD&ma
zdWAed`8Ubb^0%6do4LOu8LXhUKg%q`oV;vjI$zK7fab3j__8qr7C{jag$Y>BKSP@P
zWh|$$&Kc{u^!nL?Wd%?Qw08?oSnzK@SCsxjs>+fl>r_z^+#zitpi^FNrso}PjDecT
zhybzQKsMLkk-^H@Gxgg(lW55o)@^HT$VLI*{JViK#{p&o`RjsKlI0~^?cNHHDv#Le
zDzoKgtE2B3yAXtXWGB*19RR;!sy~JC23*eCA4s~261}>S-g~3lgJ+2mI}Xh3pUF*2
zp9l}jm)m68Sa*6G8`N#BjeeWj^6y7titkf3!`)g44AXaqGFlXgq73p?Hev9|)mH+7
z<eDt@t7pHgHTCc>75Qz8nRUl}#&5@Y84xTp8wM?%_O^0FstizpC4TXyKnltqSa62g
zJOm?fhCoiJ;bUsY!|}bJ&o6sYvVmUgs;Do;Gu17QxO_Dg94Eh`HxAc!6pSwOd?MzV
znF7>n^!0CK;16B_=kXmZIiVRnV&q&8bqC~czW#KN7n{jhJ^hL{!u7E}VOhzvjc)7k
zd-{&PJ4`^edZCfH-*LobNEPi#Y)xi;Xa$4!07NFN>G0;-gYme(+PJh4gnh1yH-F$p
zd(o9(V;npe<*1MJ2@bG$3}ltcrv?x{Aj%=D;`FH%J=78;&*9-Z#Nehq@;0F70~pd%
z8xj!%S+mB&e#gyu@@$Rl{TGOZ3x`<_cID2?lh=$YJT_Dbg<VZ0=3$O8-lNU@I|@cZ
zNWz*aW75?%<+d8O)v|!*7e}b~G%rrH!An-uawVp^x*{j|wY`m;sA^(n8*6Q`uz4AS
z@+Mewj_<}ute%Ye<BY$SWH@K!F+>;yfsy(oLCd(-JR0GLvAfI#@DUv}Qr;ctS_|ji
zK3yL#|J%5^W$d8Ke*5FgbYt~Sb=X8JNhHjE{)E2(W0TJ?N*~5fhn0b(Zr?s-0lJ7$
z7Q?~A7)oKOUmJb-(iF$`sep857{RQ%fJ&_Vrzj?F>n0D14UcvWRZUiWyYVc~TXU;L
z5pHSLOuUuA?7tedx;)3a6)hC%foDs<xm>5F7rnQQ<Tg=srvp3DxzJIxs=pnzWipzM
zY}&sMRoKjYWQ{kI2KUepb+nL*)Y1?v^%Y<#`)7U{2lvtFs_hk7+FNG%?o5aMXo+pQ
z`vMGh;oF0=%3K*bmv_5$?CG=Pa)pNza(^0rjy?8qYG|E*<l{-1!B6St<uaNH&(}R}
zoQ|H3<*r^`6$|&?pU3aQT@)o3#Y?|P)AOyYMloB1E0#boMqkI~akK)rCSBfZw#32y
zKCo&E>1K*#+qb~gWb_PRq8fD6p#eLp7d20Gk2X#>Zul-;2bVqC@g94@mxkY@eJ*;k
zyZ10sL-jbKzhkj;runfgMOxVhVUlyoIK~!P%Jk6fuGVK26cokhQ6oDT-dK!7X7#5m
zeb4Z(sFCU%?5YjiotA3l!?W5vuR!eqlvZ74$0a_wo*;mHJ@mvJ%LtkqdS*mv)^BJC
zsx)jI92{uFb8F(GY5QH8(RD$SIU3}2usgCRzN_Uq9|1>{wYOo&z=p9QJTx-6W3vQf
z*G5ecq!unN(yxV4YLThXAA8WD=nQ=Hxz#y2p*{dMIh;s3%HeC6(4+hd1(wv_Q$$|3
zT=LxRbRO{uv2OP1-}%?^ML&zQd%MTgf>_$(Gn4Sy;ltAuHu=$84wUuS=zrlDf!{k&
znw$DmD0#*A?blkbbaLrF?7UoL7wK_rH?o2>>9bdRB`SRG?lw;R6pe)L)HAltNU}P|
zCeM2aJG!{CU5gh_#~oW}!_y+@#O+h&5aUMgH9zco^G>qaNS$Yb9jEhh4f1DZe)6oQ
zWhHj@o5;KJ*jF1*Rm6Z0rNnVtwp7oIed0op(oEz%Zg+C7>Bp&76NaekZiUh8BfTM?
z5%G3UXU~c5C^5Z|fn9Fs;pd4uDdw5V8qXjh*5WFOc{j^G?e*x{ErSY<>xUIek(=8)
zf2(dIr3kIY29A`85q9rP4l1pV020e9Ee)K%O-_Ag$D?g)%30c2pMS#{kza(o+|F|2
zx3#*;{&tGd5wu?fe$D)}0bO25rO<K$``(^1Qgs5-W>b!HxVyhS+7NfY<b>75{}cJ@
z)J|LpmZ5^qo^<(=V+T6Hv<_~ecxt+#c7;|8<z8@0@4h7QB5X`C<kOAa3wBD>J4DCr
zUwtej(|)K<)oUZ{EO)Ig<sguCc)+F1?9oz-A)1_!=s!i}bcG;zS4R>0w}V;B^?4r<
zH(gq!O}kr$lBP^u%k>*lQ;q!K{&sw<KCL`hP~OP%GhV9JJFV}N>?<?qJ4ws$ba<DC
z@pOLJXS$ppMAx!BE*y{TgL5aBa9XDNb38`G!_tuXz?(MgVkrTIH7CWx&U0uTx&Ec;
z?45C|1hEtz`l<>w<f|Qgt5QJP(4Y(}4Q+_>%7w)BjSVrpI~Ll=QJT31zB!uz4-;Mb
zxfI||9iU&qN{pFDFy+MNhiPiE-~d8B)HqZwn$kEpbc}OdzH%MgJTxcJ+jFJr&{x_q
z@nYEXwkBeZ^mOS}lxbQI^93eHFX*74t!`%bL-h0R;dD(QR#hstbVT7&viIS~gih6D
z>zvEIGrXI;t9H#ew($}YP+!AbI0=q(5{Br^b8=xft~)4lCE&+j%`|TZXI#N>s+tJO
zhWeV6ldD*kIU-DoSzVf(i069uee^c?%61-MotAq82l7wjc2?0Gq67b+5jMvom7c|i
z&cJ4Vj?M|{KnAq^?3)<A6s8^*@5RKOi9@VzT9U&*g;LE?mPNyKFeY&*+U62|9u6-r
z`iFo}4AwD$fdd-=Cx*8Sml^2f&-uu-QSC&&?wfC`FG8^da7@~k@b*7<^!9jow)=q7
zHAY>t#CCE{zAZ$1Niz${L@Z5_%sV**rT*Asa>yS#SJ*5F4a^=rN#>Y$W|r=>pbA%y
z9ubokbJ4_>i~rBMrwvYF4V;;HX|Z7JUoXY<{aXwp^pYNe6F#XS7Qu<W!BE?i{z$i<
z)I%*$CopQ!?8k^u?1KVCqzyuitn2AZG*Ak9NlJFIzO@;AY?yz$HSpwSFq6e(8Nw+n
zR{oGTo}jZjZ7f6PXFNRo@f-8EcvooVdCkb=t%{^%IDpfopKQG>tz1z^FB=Q~qdq8F
zb9f1Z8YSBS$;a-z)snXN@tKS_#=X@V^fBy%j78x8v2a{V{q1gW7TFbnq}O*|hks2#
zq;&3gLTF~C?68SV*yBC*F1s`-ZRiue?sOq?Qvw$u10l<8w!3W3QYLHp+tm#1A#6k-
zF?Ey90cGjL6_KE@fqiZw$}(;Ua?k{sn=QX@fynvoN=(~Wlu4T$rM`NVZ~}v>39-$E
z3W6?Ly06jQ{A};fgUFImY*bTb(+iBE6E(N>sAMjlKskL&vZ20@@d>i9P!DjUlhgm^
z=!rgUHGP{W&d&N*pfAG)QNU9j?O<W@eI)*l_w#x>XlIYrZJGp`Zd^R!G|{AkZ04Y%
zdE%*{eBqj0aR3G~mce*5oAlug(gkE2HZDTlDt<A_SDn+Go1L@E6VGq5`!B03k3}^s
zepG37LOn}CLpLq*P^0f7kP95F^oY$Dm6;&!=;}RLUYE~W-3qvHfG)Q2a&w(;S?qf6
z{hDTX$|LrhbWV9E6GD0*14b9BSer#Ygb{Qgjn*~da{ZPo(AORhHI{N7BghemgcA(w
zcoQjJN?#m@i4029re;%80JIHXL7yqqp^|5o{IZBdpUptPL6i^5;l#mA;>1Za;S~I#
zey&}VS%pZ6<q{QOZIumBy^gM3+$j$d_<bO9v|1~8URPzb(NJN&m{IAq0G{$5Wm#id
zO0C&>^7rCJ_<cJ2lm0+i<#)gKt1NtFYz*UzCdl%w-Ic|)XYk}dU<7Z7hZUqY<AH%b
zO=29B*QR_AgGH%~w3xSu_#^iuG;C?yp;W!HeUsogHy?y)!G9(5cwQ8-3Q*L}gX{4k
zhJ49ct$80K$<3G)c^KvEtFK|xs?n6@p&eSbdWXMTls7v{d_?DtrTcybe$VV*-L%f)
z@moYC=lMSNJYdBayio@h1r!Ipf8DR!WjR6fPDKpx)A%F0YGIz`<I}*!Af~|3K|=fh
z&^++q2cVor87@k6j8ecag|$lp#l(tuCHp)1BR7{><5b#tcn|BKp?#<jw6rw#=pTB_
z$}C7wi0yk#QSr%aWwil}@LAW!v%zHal5<GUDNF)=H+Khm#6jJGKH&|mOnP0FO>Y{6
z+~pm<Yjh8?W2p<QTg)s-9VL;7MQc(_{0xhbxR0+s?uR}{Cxn9WX073mb-j;uZq^RW
zlOayy*G=`mn-@%$&=IYgCnX}IdOCK{Ze*M~uod{Q|B?v7TZQEPc)4-nq-5`E|E`MM
zWFP<F#0>nQt9ewIE#Qy`Np#x_iTk^|EY|oF7d1>o>19h((D%`1@-CGNdNJ$%tSZpm
zGl-90!Rn3Xg7~>~olRRyM=>h?m(cmG2X&1!vQglbwr5VGj&bzBF&fqxFk4d}Ush>W
zj(ykWSNmR7+(ygzUds~vAO8}hK<L+0=rR9e^`uJ7v0uO7r=>^A{4<axYGE!g@38X#
z#E=1+cn>S_scBiieCe#u8*U6PP}TpmF$?Eqv>s1uxE{Yny)mUcxk@|QPr7q|dhDqE
zT|G#dwW2G$7R6h0J`T*OeejV(I=Scxnz25aIYBNss7{y453<^{LQXeW^c`srt)@y}
zN}>r0FVpu3S3Rr9^cWf>=hUAG-)QQ&Jio^EnT1}`+wJuN#ays22ddXIcYkmEcY*-V
zC5f%v;rS7pTu1EXw#=?YPsn=H8AZ}@AwsbOh&>=rzoIg12tWDvih%4{o{e}D2qc+<
z$wVNaE@T}zAqkwP^aR$j|AnzgIu($w&z`l)<Xr-c<+Gr%-xz1o(f4WUr=*Ve^gNy0
zVLNVhJ`GS?JFRN)ySe$v@GS2%QFd-D2gvuYB!st-GQIq?+8%kfy4~nbH9RIUtlyjq
zxOQIiCCeMG((Rfv%kf#Yu<YIYY01Uu{48(jykhhKgFHJ&%u!)^p|yWCaPo-9Q31RW
zrS^RY9OTQ3iHkB~RA7pIoRY`MV4(vS7z}%a8r50jf+T~1^ZAsG-Qj5WH*M#_fGZt*
zQWvwT`%dzKykhp)`I*`$_|BzdH3P`;5O!NjLz-dy*R5gI;q%}$FV^7Pf9_V3LWoYd
zzoPvV6shM7Z2+l{-Tn%8Vte6jA-%R`T78-7l$!VgdZgvLWWT)BU$e%3Em4|;h$E0r
zG|LF(&L4-$sQx2R_D7%q$5ZI2V3(H$cw_BK;7s6hTN6uE5W_FlS2#96KkL>yV6!nj
z0X<q8#fl`LdmB%C0`-FP_n7Z5ME?3nNU{I)1SM}Sft$+~_nxM(Nx6MWKuvC<e#Ock
z{L2{n#-&eB+cxy_Av<zQ6bC8!W*xztEXc8+npxP!1UwO*R>|lLjp&2&?BOq?Nag%m
zRIjycNjVq{o_sThI%H7So^@Km*Q|eRXgL&JO-w`sKX}DVQEP&F<`<u}avUrZ;prTC
zlda$|NA#^CX=XICFukKacMacnnv)*xFakbG?x<OgmC>Td%*d3YX<mjN7XH)w?O4j6
zAE#6(tQ<Xyjg*@uY7}n>$7r~FhbahUc22b>A$O&pF?9fN^~WB4@_3Dg{_FXZU2Ira
zh%Kqy<AW|Q%0IIH;N>CWt@vMgyZ~Ic4ITr`Ay#!yy-t!9mDLPBs>q_6HNzr(VFU=t
z+rsWfKYIzQgz0N3Ih46QWrT7n4Y1LNu#P8-v83=#I9;QzfSDOF#ge-(pdM?b!frFD
zz}PRQpioMyZ_9>?hDUy8VwALo+)1+Hk9Z?9LGxcNX_hTf7F<M<Zq|9h6hZ5(d7oQm
z9~Vj^j5XT?JkDi|<~y1_9z(yB-bD>?X?j66Tr}qBjc=DOw$<T$xzfeMl%4<Gy_Ckf
zN@WWBcc}xRjw;*OA75FYi5xh+wz|#N=l+@6Sb3eL4?XhKE7=;Gi9=HKP4VtN6M6Zm
z-_(2_#E;?e`q)bWpQ0}T2c`C*5v~p&;9s!cKjuP1JlVK8ISZyP3d)e&H@|z32>e&o
zjn$O`%V9#lm5{T%pl#>xlU@nhsoD8?0f)oH&w9*|{VliLX!%_WSQ$qZZVl`Df@8yb
zRV2;g3PWf-PCweWEjwMv5csJ+NVjp?EOVW9Q7=ky9@f?N7&eEb{6#vf-(iTQH)-E4
z>sDr>)4A&Z^S;R44UFy;e~AAULr^mKoG7l1*xi2nBdxWJLO7J&WbRwtCdD*`4)d#K
zk!xzywF50qhuPbQWTW&hIAl~DI(`ivYw>bGQ8capE1Ff@>W^_pl~&p&1`7L|o7Qx~
z>ux;mMm)T7n^g`Ro~i3VoUW@Xk?e233Rs~kSW$-74&FtKLXKx8IoE&bl`XpZxwF=H
zS+emk@}yH9dE9}=mixRY)^tdHWcqD{I=yM1(5`0lLI1h`2pQ>^n6zSQ^&+Ob?GdpJ
z@&W^sdp>P<zF((ZoTbh9drg%G2`!fL5)FXsHkqHM^ECwy6TuvvT(O4aiw0x{jB0gk
zc3N0wrc|Yxz3W0)N-T`{h*A)x%w=kheJ2eO;q3Qp084^#o+MHN8J?tm32X~I>y?z{
z6uxr8$BuxY^L>p`2Zd72%4YQobzb%>-YK1vty2uOD_W(UO$*JWOtx7^GUTRFrru$y
z?@(hZ$O3qR=?(JjJjJ2)36?xh?wKgw_6a3mBR{oj#dd}gu+&LmH$RXkm-=i~p4Knu
zrR?DKmp57iduLSzPcCE&TW}*cQMsHt{a@q{rM@0>AtBcMIOSL?NOqfXf3d&~#FraY
z5x-%5W-X7Eb{9Fr^<homO`p@XgTZl(kIif9Qkzhhizy~|^%V5U3DPXS_egGfoi9U^
zw}{)m#R+2FAMJM$FLg1{fVVvwybM|g7h3{5p;7tfv4eYikGVw>F@{gFRdR%nOw(rD
zWbeZ4C6ZAsO&AoHRt1_R0)clAN{?Qk#YkgQ4`u<<E<1WySu`?H?@hte@XS4_!WvQ7
zhWkUZNMo}i`q)-aQKikr-2o@|k0y(HN8{8P4swvB+xse`(8EsFw3pYw*c~dTYhcy9
zJP&Y>r%QzJ5sp4PXnBMflV%g~Vd29Fa@0?<9)D2koLgMduNG&?zR1P1!dkJXshLAh
z@=`PfliV_wiywuOXsgo%_;^*DF3Xwyo6EiweSPOSYQ>Ga+36sY=Ni178-JY$*H{SO
zl!Te3^}od61agc_<_jhC41C8lcJw$8E3`O|yRc##_wIp|zq8ZD>90I)2FTfO0)Q4p
zULDD4uOV0~p`p;^bcAXsC6w2YMvQ}H?OzMi%vuVJ1UwDw%^BZg(l(YG(;Tf04GO9P
zUZa92wR*(0o1)3I)>p|v`=8}VF2~7p9AaU3*4f!uQgy8<Sx<GpGtDpUBbJV8;#-Fl
z*jDpp*;YrAVqo;8^)G`zBXb)+w@j{S#zsu(&+kJlnz9jQTbfCMVs|&L@rLv-*6jR$
z=~&QWR=av#2)$eyHOzBAD?YjT*D}MVn`4_A8)_%HHb*&8@tV{UJ;H?L0xuMlX33Nj
zK8KINtOm@o9R&wjl7TF3bY)+xtZ?D$u|d;{qub=_8ee~!gA|n2s@)7MzsoX%#1tR5
zM~wn)VtTvWzJb}j8&00=+<%vo=U0ebwiOg~&P{tme|%n%IZ09tqmvd1n$NYm^+ax8
zJENv2NAC5&bA_}mED6<YGr@No9}sF#%-><~5e?5wtlY&>5RFPYvl97hE*u~6KD1J&
z_j_kUb}NZZTZu<~nKs8zwD*h*lW*ATYknAskt8udFk&II&3rqPl)qDGfFdwz--3{z
z|1@1bF1qs98cxkNHnmy?sW?s?ET}J7)AtB<zD*pIbBQ{*xC7kS_1uMO<HU^I3BodV
za)3fv1Uh)pGXrWJv<?tK+Y{UU+mkMeLX+V=K06_XapBuO*CCE^zdLBTCk0n$kk~;`
zrS>)HzS}!cZSkP3-u7i*^zPm;zIgtL1D7C}cVZWHPq0Z>8tKl;bd@&Yfdg_wz2sBt
z!zHbdhZgwXGoEW*xF?NN)LYv2mPC{S3Md)bJJj6@k7<7KzPvZ~_>^2uKVgQ?DJ%az
zUNW$KKhQk0rIcb9(u-aOzFe+NV(10>iA_6|-`N*s-u~zGvBH0b74fuTaQPIT^vaPZ
zY`RvQPP<)?8#qxDvLKm@4k|v0J7hqb^G;Cac|thh+I8OFDNzse7#6=L6MYDhm5Gj}
z9&X&8kwoj>dLGmkdVi9S%luYebo>&Q-P`@(hWl=~8tj!MufxADdb^<*PB9hBIW%ob
zny0h4moTNC2<tj+qHmU2vy(PRmGm{>KR;(slaY~zq2ZkMci5`R9vhLvVlISn$|~BH
z@YSAjtFhSUI4V0c-+R=<$VJTJIy=rDzkTJ5@_>pW{8qN(F(oegs?_^v%WbHc>7^h0
z7Wi^H2*Uk-x$BGjcKEov`^E_}{g}8bA8m_|kGn~Tl%S+?L1TtXQbeQdI!wq(l6RFS
zq7}WD6QWhUmj|bng_oO9lYy6~RjW#&DwW4oD_fSFOlm5vQ;S<xJZE}Ja4i+6EMJzN
zOrK5kl@BO^sH|UBrc3!%^0f$7sZEy%kSks6SoBfLbnoSm!DEmtAzf6l$>7lM6u~2n
zO_7qtmMboeE{QIcFOe^uDw!&!FQG53E~zfHD`8dZ;LyUOHlR14HgFPBOQn!a!;nqo
zkWELl`KdvxDT`i;UxHtnT_U?^Zu85%nFF)LCX2%$i*zQ%QntC2cd>TSVex8F{|u>8
zH;Z~E9ZQCDQLIv{Q@twryi{`0VA1r<(I%=zqf=U!iZT5<6|V$St++)^my%O<X3^Fr
zwnYn++@jQ}tjoO3EJz|qBS_(pK$ONMmt7)VGP78`h;_zlQ{AFyoA_J4b`i;@yhYwu
z-&f2w*;8IwPFYr2-mk=}#H#e9<fIh41iQ3nQRs})rq5l(SI1Y<SJPLKkEVx-Fli@Y
zCuJvTCv7KjCv_(oNnX0-r4+dYxir2czErtHxpb~%u2fjwNXAIcNY+SRy40z}sr07g
zrj)qEY|*HsPfl1)SXNj*C^<0ki|Lc@lZr6?i!?VuNv^!ala|h7T%wFEnKv^XdYvk|
z$-r}5X`QmmB0h)2&mupE=KUx*hXUrvoR=cv2!mHsDS7D#kyrhi%xYrY704@nP34vD
zH{Rizx21kfc`|h}-g6}68nOkvrpBI>bPe(e)@Mi`hdfey(|;4_P!KXAqCid~zen+@
z5KtguG9rmjke)0)L^xWwm%Jajr@Sw{x41vL$GlIy*Suf3=e)=1&?lmgPp(g`Pp(g=
zKfG(Am}(-cZlbzqB2`YHKce#~@(=Yd_D>d&&0|nbbV@6qY#U!XJiABqDHD*-W1LHL
zN_9$hN<W$O8eh2=@agRqsY}G3Y`xEQ&DCdSPP$3Lp7NTKKP<f$yl3<2@UPz@sZYQ^
zO1-D+kabK0PT3u{-sc~B+y~tIz6HL4zlpw)`h<QobgS-A2$MOb5vR6|$4}@TIk-l5
z8#tzVjq@KF+#lSdyJmOm1*!$g1?ujQ3zG}e3sVa-_mT9`+@!utFi*T6LEcZ@)8AL$
z+ue)4dAucj{P$7zk@oTXBkrT_BhO!3h^&t}h$M(6h$4s~h%AUMh$@KbTjxvcOYKYU
zOIL_4h&+fsh&qV*n}j&|o9tWjOZ7|kOXn;5Bl^SZ4fw|W*8YL~7Ur)eMA<f_+96H~
zubDAO+f7EpC8=@wOWcKyX{6RW1!|=FHAP~i9x8=`vVwx1l(MFTrcy2|sm`1xQx2O_
zenP90j#rMmv};j(Li0W)PmY<=h*$co_E8l+rB_b4RE1UzL=Tx_S}K8CkwSMucS371
z`8G*n(SWA<AB}jb$)xiUghd#e8g8k6MT{1c8j}{2Dw8IYIuo!?rB0(xtxl^>b(H34
zQrjZOwbnJ)wMVTm21p^Pg(0cQAqhmZ_^DQ@L5rS>pMsy7ogzDFZt=^tnN71pGP6tp
zXi3AKsxxVC5$9U%n(f-f2J8^8)H<epNQIV*ZBnV!yw*5R@wG^FO>fff(9<bm(7aYn
zqn%3iO9fbjFILoOXwfRlH8<(%6xV2emDH$TtFO|(&?D0z(;?I1r$nU2PEsAAS~TBR
zG)ej>tXJ8q>!w`ERX2&RS6-?S0rONgQnn|PC)FpHCW(%4k93ZBk9>}xk0dSXo0NTI
z*Xs#X47ChZ4K)qbk?88_BT~3ixKrCw+ETqzyi#9Mh9*&u0*)Y$#E;02%#P5H)Q{MY
z+>YiZu_x0ffs<>Ksz>-odPn?6en&7z8TZ&n^^@_F%9C@GyD3H~ee`{FeY9h#K{V7U
z$&<9D22pf`bgGq;8cIi+qOFxhwm`xvb&pENm13$2!<BNXszA;Hs!CB#ogbAZoRW%~
zOUv$@;xigu6*{)RH#BEdyDGO=h-~Y!%AYm-D&Nj|ZJk=<bqk&~-z&py6E}<q3$Usw
z&qZ1_1c8FejOuehn99(VNInU|DkSxYYU~Q~<-~KECozu}-$dU=-zeWo-%Q^Q-*Dej
z-&EgL-&j5=M&MZ0!Lr@T#qz}pyhk@(Wm8o}RaIrDZ3X(WT&rAe#ZJLa#ZHNm8g;e$
za`sB)IpaBpM<<_nZsn|+Rkho)-pc0k=1Rvop=~Rla&A47irsR!ZLM#)Zux3;^m5no
z$ocj;nn$H?e5Zmz-A*-E1^u#=M`@>=gIe~=$~m4#Er{A9*Ehe@u*WDsBtRuVX1hSB
z#!-X2GQJ{vMS6wt-0WP-BYUIB5vaF9c&_A;4r&L5ZIoSW<!j`t<!ilE%vH=)%~j4-
zGgmNI`K<(;%by261%sMEzd%)>EMJuX1HqEs!rsc>(%#zM;@;}saw4txikoWUihq2x
zO5*DLiu|hl%KYjetv;1LjXt$Lt@x_liruQ+%H3+=im~OsiXhD(jUcrkt?#n0qA!C_
z%}+(ax-W6T!aNP-$}3xqtNBPN&N3Igdblh_bk45h`J60yH#;Im(Fa>0M%4#9a7I}K
z+X-D61Up*Ys<g6FJ6zqeRmrKvrq(*$xK+iAx~F;9R)N~`Rr#s4*#%#_fEI|_`c-B6
z<zFpd8(_8C^a}vn(v6M{AKgsPUM?B@8p#&Y4HbtBF8wYM{KD8}DI09t;@0Sv=vMg_
z`PQkHsaE<H`qt`}>Q=iJR^1LRE&OtWYJ+lvdQIyCPT6EmNp()eB~J0|0!>@Z4T&qj
zmDClLLlT!xcF}f?;)>%!naxrw?uLRx8kb&n@pjdA*>>H`%JqCztIvkNLx@%}<Fail
ze=A?Dp<c;$DdXz(YMQltt6z)7hU=AKt*Blhr!9S}rf%|TP3`KcwOy;Q%|*+5%hSf^
z2INNQhWG~H%EY1gx2&JUW{qH#!vfLLZ`;ilEQhYus;hZV+pd<eR_YcmhqmXE=alD`
z-_m|kep-G?eujRceyW?*S4)PA&vq~^>8-#PVCz~-=*Gnc>D7-b#Vf`uhbzJ>gDb(S
z22Tk;qj!;am3NtU?RSZHjdz82{rBeQ@aNL!)aO=Djd!Vct#_q&!*@~svQNqP>gVF;
z<mcvR?knu8n~nMnrwx}Y;tjZ~5>Gk1wIbaJCHE@!+$A4_d56x5O^=A{WrI$=ms7Y-
z;LBN5rxEh0tgnjls<^MV@`CykhoHgSJo^)qZ(3fh*NWStqpw#_L|*mDnc$P5Z*O4S
zj^0f%_G!RVpl_jJ$;%qd>4<NXkP7q4+{)b2)Z@dGD9Bi_2zepmeCTl>1Py`>C=rtD
zQz5Q3Dlw`tDl)1vDl@7xDm1DzDmAJ#Dvn>6dTIpmeCmGkefsu@5!cIi*3frW*>%?8
zgP?lU>KCccxlg&zxzCaxCqNjVmH}0P(L##(b#wDp=gp7nAc9Y=Pp(hTfV#j4!`iu}
zlM94LynsT(>fOq<vnLSQCsROUU|X+*QPplS^HTc7%lQuwe2=P8W&L9Iqh&yAuar^s
zx2#e5Zh8IM%^LAM@iOru_bKuP{*xkz9Ax>a8W8=J(W|*z)^@u2q!kd+tG-(*Tqj)E
zcGmSo{Z#%~{v-%u2Q`D-Ko1}UP&CLeApa|=*GRaaucoi4ud1(%c-d$T`ON9m>D=ke
z>Eh<}=KSU?;)xve{;xGe1V|b*2BHR)gRDR&p!_H1N9L#c$NHyY5I3j|<OO;GA%j>y
znL$QR#83H;`A>akeWyWdK`TK^@fY9o%BR#%>b_k>EBuJ2DxtVJ1Nc8p*d>M>c@WF@
z*|z>0lVR!pZ%&5eL#khf?Wa@|D%+scuSDAt+%u{F5^daBn_}#Xs}s%K**ozCWAw@A
zPHi69?ql6zcBF`l`%mp2+2Lc!iu+jmX}IKKLZm8P>Rj?vEpwa@*#P*cW|6GRIF^Xq
zOe|73<gu!w;iJ|EWCx}PXa{NsYzM9f@CR}SbO*KvcxExGjxn60xNCT8xNG>Bqu%0d
z=Hjdx;_U82EL1qDQmL#9?E~!#?GqX13S4D4-1zFTdNDSm?q>h7E@fCua~<Qf;kDtm
z;k(81$Jm<XvF>UcFXJG@>K-T+&sK0_;d<dl$9Bb1j;b9HnPoO^wXa#TXyL?;%9*7u
zm~-G)$8wJ99w?9U9SE8Axb)ox-xb^?G!A(G`D1O*M#Rd6ACIROGZs@j%2hn_$FT*E
zKPGpS>A>Xxu6X8;gMf{Ig@D5)YaVMJXC8YVw;_um$1~o0OnS`cDENWJ0p@|`0p~%%
zU8l>q_mKCJ_muZPoRs(4E3w3ug^@1u5ZIo_65v-!7<>f{;Fl>qj<&Iafp6!W$#&_*
z^}n$bwEb`NoOt#53XOXh)b?ow^?XTv&Vclu+AeOEcWe8AL49AMpF<$&r}&HfW#QU?
z!MpoQ@^cCVe5$|LUGA$50)F>?iGPlPl%Mi1`j&%gzqP)5zNA0r{%x4Pi|^&{+HV*R
z@GOX#;A0Vl0?K)K>mM!P8xU8)&mu6vFt^~~Bv2B;I0;~Z!NMqDP!MV)u&@Ag5m*u!
zj9@esa9a_`FbG`{m{V{_6hIgxYA`AbxFrc%Bt#K70t)0Xgcb=>Bn(=xL_dH6d?J`o
z23!psCIL_ai7P^t0BsJ*E5eij!vl_;fQ$haE`quT_!WXyfI$N}368u6O&2Uz0AB&%
zgWwclRDp4a;Da;>t`p%d;8#Hg1A`R-LnHx%HwHsO0fSQk`@sT+;2ey63jPS?3*HkV
zBw|$X@0j9%AwmJbLqkaWRg7_12ynnTz+(Glj4@d7a3Eu#{}~hl*Dqm=#)6vxp#WV5
zz7&GnuV9SDf}a674Sfv$5CYvVW{lc^qYc3Tod!M?g88p=3T6YIHe?O-D)>dnkA5j*
z^ak8N5cbf&!8bz)`<0Bb8}R=?UP3>EzlT8fi|(N~<M2QbK*xc9gO7!v_si~KIOFj^
z=0MMapM)UvOYWgL<F-TSL)U??h2Zxq?qNCOw?l40UxUAd!1Rmnq2A(nLkK|UfzO3t
z_sj2L-r{*fc0=!g--ICdOYfoI;=V%oL-&I3h7k8F?_uBKze0XMe}yRaml?A+@cvsB
z+;0fIP>25C#{3O}f4~nz{8hl<MNw%0lm*16$bjIG0t`fmP*GeQh)GfC3MkD2yyf7+
z0<7f_-+8eALiUZJtf3SOaATl~`>p38MuQs*Fk>JO2B26_TS8=w*{osI`!(jl%R<hK
z0U2<XA?wCS83@NAO7qaiq0q*p+EASXrVUUG&{O@c^N_v+@C|4+5Y+>5#y_+XRzq_8
zXa7k>|L4ag(rPFe>`xTfP}s<yIFX@HGCwh7LJ`M*5}ZQ%1q%)s8ap*0|G~b5d4_=r
zh8z&xGj@jM!5{!2!AJ-HFec|g`zJ17EZA(oWzX9gf(JDRN(oRNtUh3~=k5&PLI0;T
z;3U{>z-Q0j8N3}uABqW(9xOj#vFGXx-H!H8c)(h)-GIlQuQOyj>K2qEpe<N$z+unR
z8KxcmpAUeSV84NYy}(;AZxjJ2B0zkw^nlr3(4NaJlsDQxV*qo(Rs(K(KDQ9wsNGP8
zfcjwIfZd+QEx;T7pHG0BV6Oqcy?|TrR}_CJAwYhx@_^Nz+b#4f+CSR>yTMKaUVDDG
zkgup8P=SEHV50%2J+E7sSM+}_0=|QT27*-3D`=MyZIN1ob;W86R#osT7?+W3kv)RF
zQHaq*#AKkNNZ}4)-o(LGNGQU878uI_!bMzVz-dV_Oa9|fp(zP>Pat9wF;U^c0LLXo
zH~){UkcI}YNrY8}!94tLfj14fT$sHIS_<NNAqEYmtB8#XUkbQ|n2rip%D(~(p9FMQ
z(Ki)v4OmQ3#|j*}5V=CO3W9qP!wQJ1u&M&v3UUp|6)_JL>I(K{=yQ0F&`$9u6tEB!
zr~wp+LKMJ03V0$4^a2WGBMQu00g;Mw1@<!jIpk9~Nc6K1d|t#Fg#!l<;z#&@qC<tK
zDv-;tv0+l8#f7Z%+SUXdL|I^pVN{~Yg|zb;)_5F*S>Q8amZHstyz~0jL>$DrV2oi{
zqS1wv^J><(Ed;vYwP9MK)rFk%y4Hj(L>piZVO*lwg^crB*7z-i8{k)Ao}yiag7b#f
z#4W^pV1!{vq7jAU^QxyfkHqc-eBilZN}}b3?DIOO1nxwgU<P4KqUnY7^O~o4?u4D-
z+hLBPZH4^v2B$>s#J*sHVML<wh1B!vr?`&<|3Xcep=f;}_q^UI;Uf_UEFersG{2B}
z9(aoXNC*P|3=0(PD-@nLIwk(MyWqJ)vxgY>(wynrIky0g2yLO8Lxjde(-F`OC|Cog
z+7RypU(R3zu=4vPJUD3sqzwdG{c_sS)h0g(;O$HZYa)I);}9T8_e=eO%HEgZfsgx-
z(HW5dL2sXjhe#<H-2^`eih9VC2U;nd&>1fW$*Moo87t?<Nq>hk(Pfx{vyeU*_Ml_~
zKGT2ldur{7Oc8<&*mc45`*iJi*RX5-t<Hp7aMy@lAzg#pd)Ll_i2Wpp11vH9G%*7_
z3jGuc102)+4ATQb?J!&D*U&Hjz4r&~2Ra9Ng9)GzK_UMa(J#Jla_j63wFSmKNWQOn
zYwe9FfJFooA3@!ZzAt-g?hP-1nFmmgu<B>u*SWR#MiRizgPDuK?nl^{yfyWP>&7qy
zFh>CU>Gw5nZM}bVV;REKM{xJ!?<?L~dLwjW?f{%3y!!d~4Q?I1k-M>XU~VFi`(gIQ
zZ~rl^{V{|9-!Q}x%Kg;)>bEwpi2hhYF!>SxALJr`Yw-&2kJ$?_ig4=Z-q*Wzct!HZ
z?uFTnAnr%rm%cT7h5Nt=1PDhM^)v4SZ|z=xd|(B_^hF5w6YneETD>BCV15CDB7*vb
z_l<6yUXeerzalt9v&d!=j%5%^C>P=X<=jL!$gUEeWnjW0Zc)L>BqSnn5=jChh0%hc
z$kZrc;iSxEV9BI0BGFVyZ6!j($aEzlPEjGz{tF{VjYMT7wWL6c5-UPQKnoov)1p9%
zl159A82*ofbRv>aR#XiYCh5Nta$Fgzq;PX`UKysO2p&}Iq<9RHa2eFU|E_9iB^b2g
zlc>mlCFv66O5iJ{_{cbA7}X-&#rVh#66$2QOZe5|!C)grU}H#Ne;LEZp}<C|z{aw`
zMmt9$pM^Y1_>%S{3dtCi5HAwr1|v!UNJA4z$5qU6*a&b#I7nj0Wy~?y@Nh$8Bu7aP
z65+-r%+c6zGk+>bmXR(c;*KkrW3l09hE7W!lRhLukBgb3HsR>}WROfFo%(-dy=7Qj
zP1LT5ySsbi?(R--cbDK6G`PDv!6Ag;7AypB+@;arbZ|l=Nl2Lee&@`Yxn}xD|L&`6
z*V<LJ?)#}M;z@M};&uwtm`0^_`im^=No5DZcJj?=ccpIn?JVj^EeFze%FUQdrAPWd
zS%{Nz$9TSEV$oDe>GZGk;4H#PwPPY*3bB|{rFr_ZEX+xzV*+3D-e?P@X8MgR%1O;*
z5?{*Rm>s2S`ll?^NrhwlpJc(&l1gRt3t6O-8pp&xDS~4Ll=kRvvT!F=jtPH~|B8OE
zG)Vs)NHNhqCjCkIE9OP%U!~?^or^%H*cO6EQn$Q$wZ~$&i$tf?7W_%&dxJ;}U3_+B
zP(AH=21-R#JrTBij4nAv^t3K=gQ8(Q#acyWJ;_>S$ZBMK<$(*5tD<H-d75JNqRVRZ
zL`7RYahk%>5|SW(SEZT@zpIM=qQPoZUF8oKl;R|(%1sxX;*`@$t<|{GYGfCBv)H~R
zyG|r7rI|(F)tHbaj81|k`Oiz~F4$%%>y;lC=UqrUIkvE`($}luFskq{s?n0G$dap(
z)T@ZptFfl5sLmBaE2NgJT)aAQw@9xN9#v2)5SQejHvVYhMAY#(Dk>G&E{x&?)N$#`
z;0pUCA7~J;p27zzpYq2F{iU~1e}5El!VhskbaI8?QZN*VOzy)23ZZgAg~pO2)Yl)m
zkH9jnS$U(vZRs5}#2>K_AE=AUUn<O(JfH#osC|UHao5UE6`@OE&~O-B2p&)-l`|?-
zmh7PsP#<7TMj#bero2$$yyOQBh9QLD19elmrNVg04f+m-5<>VjZcq89B5)}b8U};^
zjR%xb<?;&cC1<D~4EZ-fSlpoU_X@A2Kxilo@i#tDRh7S0STA`&17WDY3IE3ZQ+}<8
zSc)(qY-C%<a!c<TGP7%HT{od@<XXpZ%Xl{wL`F+!BmX8gi4XlW;g>zU2_5rzbgRvq
z_&6KiH&JYS#B~#bCaiVi{)IFGHnt|BBvIsigiaF-ZLFLW9X5O>oKEA1twEgd8e{Gz
z1o^3(ZA6^Jel~AS#Pg#Z?MzLC^J7lzf(r@#Y=4=+8zmCkdNz`A46C>CH&Wf(SOLqP
zv4&RHMn<EUHM@5vER6!|$QQ})M*Hj^$ReZ2Vu#71E6L&y$fB~y;+Du_+Q<@qwbGbq
zH<GSXUc@|%|F-?x1`m;S#}g)_jK&_1w;gT6H$hxaOdC_St#0Fkn7C63)09MNjxpQj
zw6Q@9+$n^qOQPn+oNPPV#2^;#G{Uszkz8XWwkd5Oh@LxnH<fu*)0mO%=QbgTnLBki
z&32^6n6Pb08yCdLowA#HJL+mIz_!0l3S#9>+f6GGNj-*Ro6yDx(Y+*lqz#~wi25+5
zW&5#B0AhMc6+qJ;X*tGiThPV<F}$P*pze>_9rLvP(k211yrc=B1(tAQG`1OSED-%m
z@<*!BsIOyIwk>TU5c5mwN18v8VPn#^<!w9=<4ej%>OWC`$HHyDwaGxNFKPFXyplym
zOOCj1^Mg1Bgn;6o@?~`Uh}xTG9*o?BM|xmq5&h@jUl1HkqQ)JaBw4`$eGirKzPd%+
zXCG{uWH%q`W-xXT8BMy%zVc3N$(^bsM#cnJ5Ee~}`JJdFjrI_s4`o>_%Ta(Nvi3N2
z5Jg$K^L|kfNm<(2es2)X^_XRlv{fYOp;8Ye&xFRU-T)R4SgMD#Wr*XBeSqR7abv$L
zh<XqGCN*%l|8V#AI!Fp<pAP4MH+`Qq{Q!`}nY0cB=l41152OcB_XuwQgy+wG*j;!~
z#CtetJla^?iG+QHJKJaP_egt@B8QB3y3a1}v7||86EeUo`-FFD&kpY~q>0PpwZYE&
z0(Yj*?(cD=Ny`%!z@+<_cS_H8@6iW|tmApW#`_$1hR?3=u?I=46I#F``;>Q@&ra_#
z2Z_JOdw~P@CGISrJ>TOFl73IP0psqY-YGoWzMzE@$;7`V(1Nx1S?=_o-@agllgK2L
zgL(Ez?=+qrUogUnzr|aFz4k@!%%448aKcHyC42|d?&IF6JlnsZ|09ZsmjPSv^V}If
zyS-rlBZ)}(2A0{Uz0-bne!=`l{2Cttj@XyEvwrq^!Tm@2sv<~VOfZ*ts)$(yT1s}&
z1kUsbt`Z*=QKMCE(c$Tt6k`iB@xo(e@MVz*^cWJ+m>m?+=vjzjvvu%Y<rQKH%;Z&|
z=!p2rv4r@sS-kj84B3ecRp^-b3S$ID4C#q11c{0x%1roEu^&|F_0UnXlxqmd6`8Y?
z90<h}xwBM6(MhwkiSXhS@ei1jlL)GESsAC%aSuT3iRx9!^~~Y~LW*3vD*g=OgqDfT
ziXv4Ky4r9^s<KFL=#bQHfL=e6nhugCFOr6LYz9;g#srkEBxyzKD%z!TGFdDp6#SSZ
z`Y|0lGQLtWIYGR%F;zPvzG5<kRL}(eQ4;!?q8$NWQK9@BP#ykC68YF0I}*N<LWNn-
zDgJ#D@)$sDwH2DkbAs~mXOf7=)a{7dicJ(6LF@PzN!Vk`c7$z35P5e{H~w}K^_Z3&
zX<G?I;S%(S|0fA?OzsfRr%+U$3Y3ojiVsdA98)_a@+lToC<V>qpCw_ADIF5{6!pkk
zfSU0)k|@VC4@rDVdK7j**Z5CKsACF;_;-at@{*u3{DmaaF^xmwyW${)0ni@)O%m>y
z$|2!h(X;$}&>;TzB-%0UL(;pFXN4EgzbwtkItPJvG2kVx*3Dp^<1yLoAki+h8FifX
zUQZT74WEq}R73ki8znQUCKrn#Mva_Yep(Ir6O&<0@oHveP5x?D$g*sF)`0`kTPDq#
zqEx2pNtb2$iOjZ|yi~@cDJ1@^&MY+t{<kdplLpIjby+_gP>MEdKDFio3&Z2yV8;R9
zvV^k}!`p_Su7UXh?t$ik>wyrOk&8LXA<7BLdAI$vqqH;4W6iU<<GI7RQ?5g<1Fn;%
z<EF!=)2p)&#~)5Ck1bCvk1Wr2k9QAtPj=6w_N7jxj=mm$J@|U^^(<^Z>^ST+>?rK)
z@BZIok)tn%f&2H*@`JI!V(}RD&hWjE^(gL%+b{8O(eINPhbs46?<HjN%7+(@&wgV5
zq8Ti(9&b4fJl?o<`xW*p=2_u+^qKKF?Ir8w?nUio>ZRz#^kwr!?4|c5?xps{@#W-&
z_@(J(_eJXE?~B5V{)->bGn;w&{NnaP`C|Se@sjWYesO*weJOvje(lhYenc3QrNhH`
zL57dEiL$65h{b?Kdq?TokT9WVBjd>R(P?BdvJwX&5l6GjHC1RW8tU-CAtk~Q?<45R
zqLab1K<S}uP!N=hjHi&ZkfD&hkjsSCgxQ21!YWE9$|}kv${@<sL)Sy!!x+RF#PH1h
zO#jUB%;L`O&h5@Zg#I@UUcN|&+W=EY{wuG%3;qO#$B4UabE~WgD<?@v>^pgbM9fe$
zRI~&P6*S5?`&j$9qd3A?!nmB+oH+eh{kWAlfmngKj@bKHj@XM>$~f~_^SJHU?Kp{8
ziMamQ&^Xk%gxG{Ql~{1x$2ihB<2aGnz&PC4jM$bq+F0wj?@Duub4ngc@>wRwJQzf3
zN^(`ax;>Me?J0VS<W-!y-K;9dM8t_ZReHKb^%lp(hAFN}yNa!e1WOF%^$GPE_2n*!
zF7+;jE<G->^>Tt%f~JC+f|h~`g8H4ZovNJ{oray7o#vg|{yP5h{_6f({%ZcF{!0D|
z{wn^)us1Mum>En9rUWyDY3^vv5@L=qv?*Tl;1F<(xwaWK5>k#G9HO=9Qn95IsH9LI
z`upUIs$3GBrD%+u9J2eU_@wou^nC6q>9I;p^5J8<roZN(;iloDVWi=p;VI)RV<=-U
zV=iMW<0xY(<FTT%;<RG6qPGHBG43(#aqThgaY)livr2PHgQR%|S;9HP*~3BMT>t3)
zvHqif%Z0D{!t^g2POXATwJO_%sS?;na3<v{s#SqV)JmDGvgy=vAxu*Q{Y*;P>^`dP
zOrC0OH5P|iL7=>BcD1gW>KbJ|4tP*2Ql1Tg@?j1v7b^#=0DvAq)l5fB`b;ZKejszE
zZKhDr9}p_&RV`gZOI1sQTfJGsQ{7WzPeWQ`P;F4--><G)w~LM8j5C%O>zFI&$Bt*y
zzwY5`;h)0A!pFmF!yUtg!o&Xl{*(5zWM5>;tNZ)=Z%W}8f7Abbc$ByaT)N5rPW<h2
zc*ftdXQ_wK>!*>MobROHTEf4-4F35GBmJfEV)!rQl{ca~A~&M*+sgM7>+_qto6GNW
z-&$VbUgiENynK1~dXm|XSbB|lU5I3c_dqy?{|%=gs~E{PM3YIKNw|;0io=Rqk5-RS
zj|nAO6sib?qZmSl;Xp|j@pzeSEQXFF-@<nwoFdI)n^3mW+vpE<M|Qv$AT}fKU<Og&
z3h!H1(CH9B|MTdmT(AU@>yVvLoKR1ZPLWBFNRac9@=-z%?_}9qRcyWwg-88GL`BBI
zp~4sC@($VG8A6UqK`cPx#<U>r;l8!mUmD7ZIz!+=+QWQL^UQy1xPLZO9`#z&RMS*@
zRU`RHl|5^^R{fJ%L*97}zFxJUSuvevF0;mebcn?#{Vm-sr7c4<9^{(L+{|{p^3H_L
zkDXsSGdjQd*Zb%CNBg(?C;K<}=lgg2r~5biNBLL!xA_<Or}=;I@9;12Pw+4B{|1YM
zCBkB1jj&SK0IUI42CIZ6!D3(?uuz?uigmfG=rOr}a#3>hazE)DGuc&1Yj80zlhNBz
z#!*jDPEd(adShH;`cUQMT<}N~QGZ3pBMG6TVHXn#3b~jr_El)g1;&)2NMW8L-^cuo
zsU1GuFWm33(e_sIcJ$uZrx~`72BR*Zmr)MT1=-#n?t_MBqK%PSu&k&Dq=OW0*Y~f6
zL!+NiXtAUT-g7?7-`4KW3>!zcAY0=O62H(r>)syivkYs;lq1XFhEu+9KZo5W>}L$i
z#6+OJ<_Kj8<q73<Wp?Fu6}-#5b3`c8Va`r+Bq%Z<VbGt<<<H}kcgiht%xZTjQX*kY
z$uo8IX-5KD@@o0qGntN4z7BEicBVy*7N=Rkj>PTkrd^HIjYjK+%2T4I5u3c5-kWH^
zZdO-VUD!-mSy)$CO;}0TQdnPDL)f@mr(3yOu3NWTq1(LMIKUvlJV519`BCXn^U?BA
z<&mc*ST!Zni2h36pS}*yP1QG1iiwd)WQ<&oM2}jJa#^g#P4!FWZ#>~KQhq51<;l{_
zCVC0^fCLMSUXq^-$4vuq19<~!15J{u&6#e;2S3qzO+B-~llCV@z@AsFj6pk3;`r^)
zH@*7T*`!muKlOrZ2aNU%t$0vRT1)eva-Z^Xb8)k9b24%>va~a`bG7pqGI?@a^8Xjf
za+7mYK$}UMMVt4^BEv01FT(}^B1}MY9|Uk8OaSr09l`a=`pWdm{95VK;8N$(>{7YU
z@j~=38BQrt{?j5W3?pWwo|lb*ST|WQP9dvu(%_iYmpCrjF3xyKSNAit2HFU%g4RKs
z;fU*_bz3pYtG?N_R_XF7@oDlY@M*NEwwbgUv}v`ewVAdVwrRFmwkfpfx2d!l`<VC`
z_*nR;`<VGC`^fpI`55|W`dIpy10~h?PW8^@PVr9f&g@S4&h$>{&hSou(_&L^(}+zc
zIakjyQ?DA!&^1rIR;{Swjj?#%uj%w@aYtiNO>ABvf$_4s(G*)K>mPP7JD3g3;mm%<
zdd5b|Uche5zQMM^A;K!c{)P1m`xmxA)<E_^jwe<g))v+l4lmXl4qEnd_Hs6BHfxUW
zY%*-G?604S>x(~`)o;~rH7K$tsW&fw9x+hPQ*$)hG-P83%+$OlfTL)@FsyCx%~Jus
zjoul&(}ic(iEA)1lv$%&(=n`e&2{Z`Ep?4{ZFfy}Eq3j5jdvY%t#nOt{p4Ef+U5Ge
z^{Z=#Yl>^XYk_OVdFFZRdChs_dBb_#dG~qx`QUlmdD8i(^RMSQ=PBnU=l$m&&s+M6
z`ttfdm{sK0|6Toe4)?A?T=_%8ypD52$Ew)5<h#K>S<B|f297nubJurieMXiauNzQS
z>nV(%be?pd^l|kvj52gH47H84b+rw(jTa0SjCpi#^ll7k^=J)gjsF7@%8jjctqs5H
zem9iSk<pVelF^UQe_aw>>s;+z>Rh`OB1kKrux4CCdh1Y(mnL7mS}#~h(WLy5&t*g~
ziK2vAEvHd!NmQ_iqJY_2zn*O+NU*E8taz{(zc{N{xA;>rdGThkSaDqOTrpR%WpP;X
zXt90qtKgYnfsnD_hESjou26>1f?$h~m!OvrtzfxexsbJ>wSq(}hQfGd`(mb!X1(+(
zo-2+fh9>45S`)?<*_KeJIV;f?M`s{3aZ$HYLw+OH6ML6Bgb8K>Jz4Cpe3CDZAH)iy
z{Y?)uhh{96SAJ7?bv1VjHp?=q!d^ykBR0!3`n={gx25WlDr{6zuenzD)~^$|{k^-N
zWIcO}W~*$=YHM(deyeiJcIyCW|Fd4XTq#}=UA?*DymG&?xMH}nyJEi*zY4ixzQVbZ
zzJkA!yRyB)zcRfNy8>Ok`=7o(;}zkRz?I(>#}(yO=oRV}%azDg;1$o6m!+Sjh9#w?
zIkh&+GV*zic#&2m=30?IiDl}1L&^&1+`W&;GM(GlxPfCO*x$;sw%Ke$cSCK%bVDft
zszY5@{jM>6<zf9{?O_9Z8GA_xI&nVnW8#7tT6bP|;dGIIZgg(+!{|a7Dts>dL-?W_
z+I=4IBjDok0tbroBmKwx1@{l`i)N_j`8Aa0oaP73g%#B5V()zLNBH@_^Af1}`Sy>v
zkfc59mZb}r?Qid|YP8i~F7zL8!iuH!%WD_b&!G1(?y$i@*_-u(3#s22VR?fcgDHb0
zG^?W_iW%qRQlHOYQZT89uduHVVX(gsF)#%fBaHDO2d4kf0qc11gZVw&Kcv7oV4q>1
zA0!_7A3|ZF4}Ts|9}@nj#a;k2hHb#UJmA7IVA>B0K$rX*>=kPcYYv+WOFm{6&n}ZP
z7bQ>53k|5b1lUvYL@}e8PO2iu6c+JX@y+p`C_A!bA!PC7@st$UjM(;A_Si>QN7(vU
z9aw%?e%SZem{<u|AF-UVNU^?PJz+gzXJGMQwP1N+mt&P<%V2%O`i32W^*T}<FN8@L
z|0@AG9yyL}WYxCPc8fQxkZ+cVgfgEfpCX?+pU?=;h`@;0h}wvBoyXk)0&RV3dp}AN
z%Y|i5(aq^@2q|vuvb`ATj`hIZChz8O4}=W2j@qh>q{mC4g_1l<Ug|>@ZkZ37MuQKc
zZ->0!2I&N;_6SLe?2wnyS`l4i-w^F_4M<a=tBl@x^S}3gZoNG?U>s42*G4NRkd}I{
z_Pl(%cHlPpC7~QghBln>#p${F_UyoG^n2WEiVO8{2A(1-BMd)2aVPN*%}dczaRZGL
zA%l()MKLvzjGT|%&UY*|(G=g0!APYs&4jc~+D>7tF3|&Dh2dX{D6tRs;rp@iL=Jpo
zMjB<w^dRy(j>DF=Pi?(zd2MNJUv(XbC=t`-l;d>Y8juSqH!az`;bo?nNuy5dn$S{S
z7M&Db6`d8G7M&1X7o8WK5e4@w_CR`OdzO2qd$xKedd7R^dcZvkL9;<4LCZlCLF+;D
zK}$iKLAyXxeIsb$dGUGddG&erdG2}Td0};Ab$NAbbz*gWb$)ekOaNW;UmaY|YK`D0
z%}VB&DfeVSr6Nw|&up6xB4Tfd>(uo{^uMAD(lc)z3q0^*^I{8Q^I;1J6)G1i7flrB
z7v~ol6|R>E7j+kR7X=gs6yX%&l%yA?7jqYK7jc&~mv|Om7ts`k7yT<PDV8Wya%wZR
z!x5aB_3c=16i_LgbNVc{S8Aih|FMwz)Zed8Y^Ky>p6{&qVlI+gu-a)hwM0$8v2HH4
z_hWBC@0Z?|;KJb8-X+Ot$vw$A$(4c0fw6&|fsui&fz5&4fti8rfra<mFN-fbFC#D0
zFY7PEFKaIx?WPW&Rl{p|^@x7Zl9REe<*KkV8fHypz0ESsYMy+V9GR?|T%JtN>dN}S
z*so}prN~6SDbQ~0@Hz>fHOio(lAdOP*URJ^e0)BMoh88-sC1nqNfIpi^Ud+E$(bw>
zMp~u8l=rm1Sbka?%+%xP4zPyj(y3EBrt&KlRaaFLR1s8XSL;<-=*H=Sbj#|K>(h0+
zbS<m;RN!@Oh^XQeD|Ow8NQKy4l~;G_LAn>!-6~f};soy`&lOkW>Obp>R9`DgCH*FO
zkUCdcZK;n~;;J%N{-cDdJX7^<>0oIBnhU*jarXD=Wa*QpNSvrHg3>SLRDV=nNGv1%
z3S347ONL@EQC5p6d8O}Bd}RzVh9yDomyD~ul)h(#6Z~cW9SWn>(9n>;TwrK@Hhtk5
z&c{m`scNt1Qcf8suutlO0Bb-Cjk0masV})^uACLM3AF{aUuw%8BOO~E6CGn~hxwQJ
zr}-!Nr}#Jd$N5M37uv_#SKD{mm)p16*W2gYH`~|R7kpQJM|`(@Cw{K~ocg)@lOvv%
zF%>->JqbN+X}r+>(5~IC-TtRtDc@dUGoK9>5h8ezZ?KStPs%=i3@eSCSU}uKes-*I
zoX^~@d;BtK6SxrIRCTtk@YQY}Y?0hc;Ky}pJ6llrjqlY?V(h2=UwcHm7(1ah{I)ts
zy@`hVd*HyE_#&Mvi7SmO<zbAV&7YHSo3UH_atI>V7Gs|<mYzsWEg>9Wd$|m8Y@4w+
z9&1jvr0!=9u)K_iG_`Hp1%k^`rAR|Tk7k!M5aYITy9o1bGsH&z&(jo6LZ*yOy6a?a
z*+MI3E?nK~X8k7p=I|V@pr+2eHsAHKb*uI8^?&Q|>rv~K>$dCo>*VX3>%Hs9>$U4A
z>%{AM>+jan)-~5X)_2#X))m$n*Y(#^)-~2Yue+_6tedY(tdp+eu6wP^tbbdN@X<Un
z8|zASBis;fwxp8LB4SCxOx7R!bhzrXC2Cnp&&@wiQ$SHbQb1ThYD}CkVe1n_g|9L$
zG?tc9f-l13sk^h))8r#@_&9czB0=zEy>r(?=)-a}54KG0Ckhm}4%qqHQ-0TUxDCEP
zLcTi;`t}?dq%^?1heu07i|>^x0#+GU0fQ%4#y?Jc9Cse?Kg2vrIhr|=x+4Y-l1Xk-
zXenek!xi7#zZ5>7+_@cXfW4Bx(?kgVb9njm>~<G;Xgv{;_)7E2_%HC~TkJZz2f-Fg
zEHfFw2mu3O6#*x@4|;cOP3$p}ioCA8CBlaxrdD)B0u<1jHzq}`Qb4W0jy*zmCg28H
zX!m4!3mj;TRL2IQmlF&!b*sDQOllB;P?%7d<C)9|2?=uuF$q5thB7_Axy%z~@G&?n
z9BWI;A^gasrCFNO!|LO6*glq*^qF9T$@9%lc8|cF$>FClfg}+EFXlaU;O7IO?1u|u
z5#9OS-Q5A*kKH)JWpm$2TynOFgu67|1h%R?__|HZOSv|TY&gCcLK@sZc<j1A2oIrb
z>QFje*k5>2y1KOrZ7FXlZ%;s&H|w^XwwyLew%51TH@mmGw;v%m5S-2Qt@KSTh}Pyj
zWPY1_`+DnolLkVwZM8WF8Qcor3I}zm6EG)bGpWI=MXB}G+%nl`v$3&HWfPS<XsByV
zt4?c8t4(X47aEiplp`_ItC<kwta7{!TCS=2q_&dd#5DJ&_=6x2ySO}1gRGX49l&&@
zE?(%*_QPzsspgLwZZ-`_N;4!2#{5HNx%`-UiYr@!={`Gd>d-;0J))gWOk9k+m$R3f
zT-zxpl<DaWO_3yfu>a5JWAZ71oDC)~)xE3%nO_z^^N#zcaI<MaGFstzFZ93ke=Z!$
zOhx3pZklgxZz5h&gvRc=h-}(l^#&At9kO!Z=`Mh1Tv>(2eVw+lzj42Dy76rJf*7!v
zzUd=jd-L|j@y7nf?Z%nbh1Q+clh&5jnbxb^rrf36q1@iu(b~=0`Mbk+yYG(Q-M%}2
z_mXjtasB4_%{js|!Xv`%)$`T%)&8|)nW^@zdP=SlTa*4)U8ly|at1YYRrEJYH7@!v
zwgWbNwmKreWFZhYhz}$N;sS|`=NxLn>t_-PB5Tv@ht$E;ew6bIIyy|(=eDsO=`+{P
zYM5rW^Ew(%ujhKON$5Y;P-%*l`3j$eOgH6*vf=8N)k<npXNz;bQ#?;y75jv#M_T8p
zv0K*1@lN}Ea5d&rf__GwmFm~h5TS>V^SRYOpS1O@>jt&|mi`7kv{c7c*H$;hoZ*Qf
zQ0XO%RQlFaGbe1~pQ(C7s5jFkRidgF4+3&U)v5E+DO5;RL{tL7vS2*0D%b_g1QrA{
zfC<3-z*fx@Oaqn%hl6dw=wLNq;}#4?1}lL<U}CTk_#IdQEC9v?Q-aOGs9;jCF_;HT
z3;y28{I+Qs>FtQ%TQl!s>A6gjEGMlLt&W=7n%Y{&TCtVnW%XtCmFeZ_m4Uai6otxl
zzm|X3VQW+72}^kxZIyQRzQtT7sq=WVo!c$tp}n=&$@o@fCB628y2OV7u`AcDrp}LV
z7gnrlzG{UQJc?aehpfPiet4{G*M8By$(+|F{fJuYwvzTk_eVYq;_nvnzK?4+t1Q1P
zr>vx`;98wWjYoq=`>D>j&bW4?Hs*(pcy@Z-lj=>;9!Hq>?@U<bkI@xyjkcC`@gRMe
z{_kek?vK!wr&?Ndne1@>zh=MFVEsR||HrC%&HTsrH}rP~%=$;f@~dO#q)X9~c(q5o
zB(Nc$Mw{bxP;?*@m?h6oElh=^=BAFMR$&Dy`zWi$vs9a-6f6l;dnv!B%8|zi#5-Wk
zkd^T<+q+J5rf!no^FKOM%|G)TsZXq>mXPBLSUC;MJs00`b$BrI=;xAWvdtMdxdLy*
zBYr~u9D%DMwxUl(Z;R&N1UmURIXW3Sy{qHtFm`&KwJl;4_~^tvZ&B7O>=$-gH+xki
z!5`>MGb@=NEO8%xnlpP=<i-E$)HUh)VU787SU#^t=}9?pA#pBfVc8kv1aho(JaJre
zdN+Muy2kZ6lq56G`C<C}gAl))`}%X^C)1AhQ)jL@v+^#Go7;MK;|J5T4sOTYslM_D
z&I|kXvqm0M>yB{8zw@4Xb2E<%IMex#pF2j|M?0!JxHf$@?>37z#Ws64l{RZP9XIzb
zn>Tmcqb~P0t2>+>7pAN-zw(AEJvLmfZI*OoI9bmPmWA>Bv3&e<$s?9sIz(ld&JE7A
zpG}%?JL&Po@J;sJ5jzpv^^2rpbvBwGDIFL4>?eHUJ|&jv$9kqZzgbEt*5bQ&`ZD8@
z$1y8(!hBYD>U4H`+UKj`n`FWNCE_}BCw_;oH^<lccz*UnfrLz;&-L=oNiT=r#%c46
zWqCg+F!Z`?C#*NYPy4iNS}G@0_{sOWYlpHo(2w?1dOED=4_AvC4Npcn%Z&cXr+fck
z+u(!X2}!>)p@po1{DQKAyt7%3na@+7XD)J8&K@Qyvqd;t=)K(cVh7fODSvjKT+K-2
z1v1}Q?2Qj-1aJKGJlUNIEqr3W(b(G<_%?4e-#w3`6(=xVbUN!xBAQa_>D;?=(dcg^
zAtBZ;-Y?cKA;)s5_@O2z;L-ar;4u)#7sn^vTUhi=lvI>dyg<TOY(sQIY(qjs?2CAy
zc%aym=#%)9*poztIFBfgSc`<0=#3byD6NFGxV6N0(eGm4C1gZp#APIa>yG=(`nGxi
zOQ8RmyHev2!ymcVfjds)h`(pV!pS(5V?A%by*Jx}tr^R>j$<b8$hQ~6BCeUixb5?n
z;nDf!`T6;2Lm)i&B62@3>Dl>@^Aidv#Wlr6@p<t{@s-)3*{RvV)-kYszuGzy-xt3W
zKM=p_JMX*dyXZR$frb>z2uAq-gS@B#FMy9H3zOD`-#8;Y{&l}x{ZhHlI4Pg|RvaPq
zs`PK>W#gCE&+n%Z)32qkpjWqlUtVs0eft@4_R8U+2MFrHaw*a4$Q~G5B%M4^ogt2W
zQZ$TM<ZOg*(UAzjQSGwUct&`-HtdO<iR_8oiEN2Ht;99N$0WzZqL|5;>KM}))0hLu
zhR7c<`bgYaAqK5qZM28~MI$07U~&^#a0ThzHt+ile;YB1yTU-ktc`1zSFjDL?B#7(
zG%K`#vcgCLI2+j%F+zzRIjAf|o4w@^jz`$y^f5mYb8}f(_SD_V9#oD9#1&w)knFL(
zm_0Y$hU&`d+GKUI)~o6|aH_LTvrlvR68EO4Crc{5Q~HoBPWp}wA*F($2aU@v`Mr`<
z@^2DsP6{Kzf%-}pgC%Gcx)NbZ9myPLv0-PQi{(;B)tS;wvNY*m*58J(eyH}6wa9la
zU)25+&pe3<>KiTZ?VW(YI*IKof6^YzUC+Rz{#DC^X5T>njUKn%54)B-yE_k_L)iWJ
zBIgr3Jtf{b*V5PjuHmnTuWbPgh4sk<c%B@d1fTq$-aK(WQ9W5ay?;V@l7G^B!gykT
zqIfcU3VAYm(t6^4@_dqhl6$g!!hhm>@_9mkVtab~ME+z7Jd43kpeMs8t|#gzi6@mO
z=O^PQo~QD|x^b@L;BokI{P9yex3(tHuMkrU0}JDw+MdBeu4_xliXhj!&ch$$0?E!K
z3+!da1I<Bhcio57<ESaPq_k{<2JdU1&F<0;`^Ohjz7fB&ztvmrtWij+8T-c6s%S=F
zKw!bZfzFmy5DT~_BkCg>RqA#c%Nh;puIjEDnb~q6Ms?+aRJI}${w@cfsh`<~pbK^3
zTz7UcOW)>W`Kb@tp&(ohngU54538+q1EU7kH10H>Irce@Cblapj9i9V6E-XLT>e^%
zw+qYCwP6|`bG3LrnD$lp2mfeZj;RG}Xy;q;e6{}F3VZwG<MK_djCw=?`t-3QzT;^-
zwEfyqY6hhMo1;WW_=~&M=FfIQ$B)yv1?Ai_#^JRuX1|(#N}L4F+~j@diLm(B{1Wyn
z;pf7MjAWCPha`b^q{@kIs9+gy#wOv9D9N6W2_G|@BR>ucYza&V%nJ+)><WwutO$TR
zb~;8nmOG|9wmRlJ_Bw_;<~qO~-~AT-CjB6OV}2uk!+uMCYkqTnqkb!X-|vU+A@^hV
zv-dmq^Y>HtoA+z?;O(95t?l8NdyKCPEf9{o-=T<K^}I4gAfF#y2gF;3DNoa2%E3*0
zK`px_=X1ACAss+)5rWsJFSF(sSI1Z9O;7SxV>2Otf>DDKLRCV*!7M=^gU&)ogN=iX
zgEvApg1>|WhTsNe1h)ix1$hNqhsuP03yv^I<UruaCAK9_PfktVNq$KlNv^^OR8muV
zs}!u{sH6$BE-jTlCVLX^a)cOTeRioYG~lbYa~f|<Mkdx^H!^f@gjlqFwF?|SOSUGC
zV2{g-pKevRcXX(2;{U|o%iqM`vTXXJ!QVK9{cB!co>1Ng_I_iAJQI+ySeviw32d4?
z&yVBGkh}T4$*-E93MXgNH+eGb5k~($yXuX9#`u(N%+|1KcwjieZf>Y<7;b25_|6dA
z@VlYR@NYxBQQ9X8YoRt*r?ruWal@I0eB-8OGvlr{SGTq9hJ`h*hP<@~SC4mkLOOGR
zg?4SdYa-PhV)5{Nj=o0t+1Z$<-pc4}|8J*<59h{f-y0$VU^n$Y$aa^u+8XRN!F}nL
z;>*;i{_arG-lIbb4NZ4Vi?nLyCg$o1eZ+NMAq!1~xt-!XAvf3c^~?HA<NMlEV~-p&
zTMt(cBaZ+NEiRpuRhmXAv(TzXgR9-G(5?(u>(#-Azd9Rz&6burmfjx*v<yEs39QDg
zDXp4bET2!GPhT`#h_Bhc!+y7NUbivVP-6V0&(mY~w9n(6#5vB!ZhffE)61(f^8Ie)
zh672F=4ocH1I-U6O9yFFS(0p}ni5WCjY+-sR8AJDnu10;jw$x`;!D-_%q|D&&7{jW
z0rdUZyOY-rQs|j<=vll;nXE}!qH38;YFUC)nVeHu((T|@-*%SGluJ#3Y|Q>U`R^Fc
zmrg8^>J1KkLiXt7!7*BUlsl73cJ<`aF_|x?SUQ!q79C4=&g2w8JhF?Wm1@n?IcIlF
zZXQ$la*Jh@YID<(W~WS!0{|pjZ>oh>Go5kv=gGBW3SX|?bPH`yI+5&>$vJ?B<mgS?
z(YmG!%<iAuJ*M&H>CM>DrlG^lPM918@JQC+)RzoNtui|8?2mw!O#YKII9*cPijF6{
zU~&fFCE0`12DJ9*yt2PcZXZ+s<POdl(3Ym7&CZwv1NbD{uhjQigLKx}Et4C^ls~zC
zrN7q>r<2JppIkUDupOOhITraT0Wg(n{}>{2A|}5b%QT>`<+>^heKgbI`ebC_)_}d1
z@2b-EQCvqdSsR^|9#l1!8~d~R<r5rxX11Q30WYXpo>i>2A~!c#PoIK4cUezdU7Ng~
zm%TK(A~iROUq8!$h*;AUK+*Ht^?VE@^JGDK!a%#F?$Q7wPhG5Dkp07S1^*{b_LAvJ
z-%pa$YQ6RE8zR|jl37Iz-{k4k8ju@m1+(%P${Fez8VIdrHB`EO5^o?}D>|2dSKFt%
z`zZvYLKdUS2BT63quM*ULN&R{CArchx%#~UZUf6&%DLu4<!`;e_5W7kT<L@oDc)dL
z#_NsNAFQG^M7aV@^y>PhRWesjp>zsu%?f6{ocgI%B3E{yv|_Ef3Maje`ps1;S8kz<
zVr{Mp61|lA@l^s>wysn&t)>biz0dV)s}!zWUFl}p9u>lRCG~TwB!FC)wxxAd5un#!
zzq?A~%F~sxrA=LdqnA)Wx{80!`Y!c%hPc*;3N5{l^((97=bZ1-#kDOfxb+I^XI6>N
z*@3Q()^3HT-k19ARqAu@cNu-!QWZ3M8Gz|Yc+U2a8lv^J!b-2Degok0xgOF(w8JW-
z^~&oPR!Pq}9@2hm{jCVs`&R#bmG+$HA;VK%q_$*f?gxp#Mj!ERv8Te9+U=#QA2@;;
zrz;3%swpmfT$O)aBE%zcYHI!QsNc*$@yxV1TtH1#Yn|~pwOyU*>nkYYsW=}QT^K#8
z=KPtcl~h(p#N*RzoBXMOmd0XIXPQ=3&RdBO@*kIR#M87s3P9h8r_9&+K`q2H0+zYO
z%egBse=uxmlCFUK*({X{R%o^~j2H9#i7hn)Yuun_ed*VVfpz_hmOniG1N+KQTr%Tb
z3YA@QCtOOIU9#(3ik)2YPhDttW3JVnszO)7po9K0eKJy!G^)5&s4EK4N*Hg5s8qCP
z1?7({7;A{2R6LDFMm2ba5Sj!~U;F^Ss;*uAaYX=H1mg@5mP#noSg1Z*!Gy-a7((~}
zoK>Btx?qI^ng?SK5&9Z$rO{Hou|f$=gE5B)0CcOmSM`?_3FrqHcZkT>gguR$>ZcV{
zXbg=0H!lFYs?%1#R%fiRKyzShzXikMr8UZ{7gk82DKOA)et>>ex2|qk5rLM#xPA)*
zcA>`i>YEi@XabB85dUJs)n%&7S9qWWFpl3sf8)b7zEyu;p@n9^SbhrtY^-`j^|uun
zXgQ4Mx5(dwe;Tj$#k`tDPH+6`kXN$bj(0k3@p=>mya}yC9JPN=jl}0?P@YvKlbI+-
zw?QChBOF5#;Af7_62MTNswWewwv{L6s<wxvMxon}6roK_7Lo}NPAR6bI#iKk5{{1X
z8!@LRITI8rPE0WIO{IQNv(+O<&6%hXAb-Q0GwvWD_J%tLEJ{wAvp~cf_XhvSDY=NC
zE|<-InjH7Yk-bp8F8Py_IKR*vE`6}Sow$HyVe=c2Itl#+IIKxotXVp&X&bD0Jgg}l
ztT|q+8Sm7LAHy&Q;NLHjeq&unyHZX*gyn$37gIz(tK&o_P)a^5$eT8+>O>?^OfF!@
zEs#$RPIYGHB`i{#b#THE$Saz7<LtyMP-Hsm?t~*yPz0WJCgH^_Qku1MLhr~mo#1pf
z;^inZWK8G#TqHDW=0x35wmIbPAk0@%#Ko8{V6IYX)6KVCL_MqJMA{KLM(%{$QLqWV
zbjIODEmD}ZJw@}&6`ObgQ#ot#vJ~mhzCFeA%NGNeI&<@q7HP~no?`gr^-fqgd-94D
zna^I~FQ^RIT=NDNh0cZn@>yo^n50t~uXd61tl#N)BJQllDe--Au)rbVeSR=_z*(A?
zwn%%{`4sa$@7Kh8=Wt$`BI{YNQ{4N4UtoaeZJ&djx?^^Owv#>Py5G7ibbH*o-8yf#
zU2WoE%W-C$h#-l?wjvl!CY$)g6z2)Xc7!)Z#AIRHAeypKj-hn$3&-YlB*zCCO*NPZ
zeSWKIr(nwU+5Vw13frx<<G@`}0mIEfv#}`6p&9~3L3OjWhnTESPqf{+Ba}>TL70S#
zx;oh0*)MEXApXKJa}FI4cj1IN$9of&3%mPGgzii(yIpra^O5{^M|ZIc+pq4(=2J#(
zYwjxD@lB2w5G{A-Zp`hxtBC;T3)4ts)5JK_SS8ccanop!X>u*)IVD`at!ch}m^*Ga
z%XZ4u+@tNE_P>ySmv8}e5{cBa0I=LX3OTq$>#nq=+n!8!P!Ym%ROzsXv|Wk@NCE`&
zq?R2^hd$)frC@-#M9hb&c{}G0KS=MTWPmgPG*5Edk#=Z6YA^W%#QLKxr<(1IJKP{$
zm*N3Z0N*_6X(!TQ4r#g+4v^@N*`2y}g^XM~J++2zhFyj~!i8o6$g@*MtIDSRWyGb=
zBT{I#)OeZGLaXzp-(~P4LTDDiKs&Xx8gIH?zI#Lo&G|aM=XBE=xEXpG255ts021v~
z-m1OneChXy{3knXe9-B8tJh}WW#}W~pDciocKX(8O<5w+?eMMb`zGzB_9N+^lE0(>
z9AAaH&x*Y@dz~!&nvplM-Nw64x4b=i1Ja@_LYoo6Zdj+!rICcb3|g~lqB8U4nEMD~
zY@}nze*E0AIer*gQ=deIJ|4)6aeX|3l}2G6jr5|;PZo&^kWMN2ES1Kk9N39*kb=kk
z&@C98kFt9l=I3j@Kb6L494+@^ap%k&w)awT7t9=$mZr>{Vf4s1C;It~Tc8_H=lPtJ
zCfxfHTR7TN8;=``1e}Tc3RwVA4DSxb{VaQ$Ekv3nj2GakAc@|1sD5Y(z9x*r2UNpZ
zRO3rjqitzeU?1sbmFkR(sfWW5zp$P`3&5)uiKLvwK1A_T=&9V{^%NC}cH5`u&Dvr0
z6cmZ4oJl*H@FVO=+F|nK7l|vG)^wwq()6MlpWAox?daLuq4MMw$tYRi+9&Z%=^5W4
z@MQba=tJ<O)O@(<*vRK|uh5Q}C-s-I?M2a)?MaVAVL$VprX68V3BcCc?1|hSzdC*N
z4y7dZ`_uDx2madTi2oWduux)z`Xt@w)d$>5xTAJW6j&^=(o-Zc^WkXTkF+NRfNuE%
z<NBv9kDC2NC<1*%dd+t{u5khj`oX(rG=kS>G`<-<U_h&4drA$R|GIDG+tRbKQ!-({
zV}4EjR0fz<?gK+%hthu5JuN#T*Ah=Le>Q_Y{8<Z%`7`(T?ZD_?j{)%Cd!aj_2cdhR
zr>@&BSl7?4$F94shpzjsr*|&zFOGgaOGjx#34e`ACoL?T-C*7#|E>WRbFJE^n0HfQ
z80E_!e|`$1u&&p>SosB$j^UXly-v9$4`VJ5t|{kPCOt`cG=0xEXi~mLdY1A8dL{@H
zw$A3+bf#syuYJ}F!?7;r*)2Gjp?Z7!m)0$Cn8Xm!R5m=}*)ZYJ(a}LjY@iw<P%cV;
z%+BuDgl?Dq|NVK8?jQ#b2QB<P%xEM=fFa07@zPNx!ZAec$<oqcKrvy6RZ(PgB#DT>
z5fLMU=-^e6vLhYnkX4bFBmHgYc+tqPu;AknMk5b~&<v4y^@!0^5tI?_Bin{VZ6tZ&
zC*k;`IO)uZQIFwz;ou_SkcJw9;B-L<tda1dvT#hY@Pb2doI~)EbZ`uG@a?X=6$n2g
z-&eq~A|*%KRUj4CQ{cQoU`EuB{3Oe!gOdB18ID*Mq=RgLxDxqe2+M|<7qhS_I!bKF
z!iI*I)&!0di3C0+3N)l=L*7bd0^f*a1pnEPvlYbzvk`F}kuoxEh#Amwks%oFh~0=1
z2FU*(S-64i|LDSod5GZ1qapM)!8NRXCT|Q;>{9r7gtN%|A>@4qZ}c843;1S)jmV23
z?0sf$%pPpuDMWaR{4<2O2ESi<j&`g14gpZ_;L8veBF}~}_d&N9K~3VQ1MqtYH<3?6
zsQZk!=zt&xKZx)>@@5FP6~~0M5p^AvG7@`O*~Y#V9YW-eB8&<+BXUwYw1RNvQSlX7
z=Nv9r#gTP3Zmrl55_i;Y)VU#?3NaUWvuJ8Ljz#enbQi>}=nt|Ii!}al)Wh=?gix%$
z$mahPUnojn3{3?Kglj=^0T|)0!`BtKP|V*^|7_qOj0+@}=qS;0HoRmAj|d9Gyu4JY
zaE!xyHnhALmza-;)x(7Y+%}wK1!pM#>A!b22!&|OQByV;g&2T#ygwxA<&7sQx<E>W
zfP<V6H9CyHuj*}Jl`%l)EhvgYg_%Bcft<d8iOdp7Zo^!N>=Ywr!;Kb6hZe<~80lgq
zm>4Ch8p)&@B{&($IT<C%8fmu&r-N`ZfTV+b8uiNt-UN*#YTO3>e>=s;wP)DyAERq+
zO!rh<sT$!phS^&wN>Q{>osS(O1%^%c-Mw){NlQ`Z7Z8DAlJ~~%5yeILU#{^_NdjQR
zkc^`~4-4&^c~ke$?7(><iA0qQbL|@e#y2%EfJlILIV`nr<xSfo(*h?62N;!63B!#0
zx_|;s1&k$<b`)?@vTu4z6+|-tXNANQRWQu4ZwMIS)WE<Zc}0C0me{wvr3s=11QR6M
zsElEjeSJU>rvk<q$vUcKSY+S)min3I1uh&(CaQdxXWtm`#i?K5*P_nlA1Z$9AlB2b
zqPb!TMHS1>Rh;Tz)`MzLe<+~na7^OyN2k&gP7=9dcSUWTUd3<8UC|5FBRb%i%I52+
zOk%XhyVIH16FQ)7D&S-?u9Evkm)<`raA$J-X9f4lU1y>mqrZz8p!2GiI7a*>AD$^g
z1osdbA|IuLM}!q8`?W%c6$>MQp+dD@WR>NHo(TCrMR-XEiwJZ4KT}voG8YacucpJF
zi%=^M7|Mcp6iC?d@v;h)wu{~_NP+|u$Z7Etvi6lei$N~(gM9xlgBcD<9uG+YEmoc^
zRsl&-o=8yvYfPSMOhG=}Sv8hPHQqpnCKs1jHtyGMCBuJ$GqZe7#nd8^i)%O<u%nba
z0VX@Tq1@V{po_R5Vln#MwDzQStdoM@PyLGCMM)RwPB^nd86q<zuK0XejY`KwUl*lt
z;Z6cG<fiy_S+{%o|05%xtSp|sC)vv8kvFgOSPXDM?IhenzKVa84ZZ((S|I<Y;_o6n
zlnzk!u&ATb<-rw4i|9}$e++T#4^i{-XBGF0$WR7<^gb-hsAl<%ii<^TD6>CD1f@S^
zA0nXL$vst~{tB%~SY(9y{F8&C!-zsqq!O%Tc`A*6fh#r^DWP02oDkfwNNM@<iiJf|
zC<hGtH_l(6fV?{h@eb>O-{F0w*g^Be0v^ecx&2e1rhpnzFGf+kIUsn#(P_4X5F$_P
zFHzegSNo5@v~2}?5Z!Uihw{BuAQ;{AuUOkd-QFKxyncPRm4MI$L{cBjw-R1r^$#_B
z7evQ<8$+-I5~OUjdnhlFLq~Tpi$|qfc`i}^jKX{4_OMW)p$-pwqwQeg#EtIXA~1>~
zq{oJihV8TV@a(iyU{hg(huXZUc4%qfz@zBi4F3tvY~HSNp`zGY38*76`@^?*K`wGC
zL1dCtH1HX*D#O(We77dRl%Xku`+xjrUbq-uq)}dkYF?BhUichd<P~21eWVUv)caPr
zlvbpfR*d<W`vZiY)*)){=#&G3AO=bFGAv-qjnsORTi_TE<#`iZU~9*G92M9vy5$TK
zmP9SXT!=Xv#oUj(t%~*z;sfk|44#;RQI7q*TlOHK0Te6DmY5CFv0=*nv|HvN0U!<l
z!z<>?s04=I{)b!cAQ3<dGv_7v|4GcWJY={)PQb{={S{#Last*Du5~02$?-_R{>&}$
zGyD4{xcHV)k^K^66L_5O(O#p0`~ApR?{NolWg=-uGWNl@InhbC`p@JqRN?U7Vy%Z;
z4n%Ivfr(D@4=y5BX1M%-2U%dh<@QVT=563Jsvhd6lvRauM(oUZRmK`Vpi7!8s8Gzv
zm6@MNQ<XtR*Mz4qhQ_D-22a06Xc^^gN~gjWqmwG?7*(4rXI6S5v7MziN}HT}mR2IQ
zU4|%8sR~urd?MjtY7bqrYC*Ic@<vv3BIRLv5M3E^V3ubh>0z3`%6mNPF~B54$fQwS
zh%Qj2BZx&}q({EVvQlOJA0=9qX_@jzj3V)S1t6Cv6FP#TibaqzM*lYpUR5$Xl8Hf0
zl|MVWhT*NMI6oe_0fdA+6-zFjVHAT4gDdMGPIwZ{fr%f3JS|mjg5fChZZcLrkO^^0
zu|3nB33ZC=G94~X`u`(C$4Ozv;8ED(ksRO+@)F?V;b-BI>(U3SO6x@uF(}2|#i6V6
z>FE{5zENbR&&gt&H25FmIt!zw-J4f0&VX?x^G6(GCi&#-NY*5$gD^j8QOc~sDI;cP
z+$4hoAApx9b1LMM@=szofZ8!k(;DU087?v(;*cj%9PDj@+eq8dH&fl^x*4`HW-_lP
zaU59MF*nmL<sKRSWd5Cu8Y!9_9ub?QKlVP5JVx{F^oIAv5=$?Y)nfRVxiU$9%;}3G
zmSG{w%}|gzGf8~xdeAWPFe!8_?py6m>Py%gx5K>?vm<xS@Ra#y67iV+Ct7f-q+A&Z
zja(TqjY1hCPiDa+$Fa~)l;D&Bg*`^v%#2BvV}YNwx7<I8f5pF72`3t4eV?>0cTx4Q
z_&e@q3B^UB6Mu`$BU)Igq;d}PTQwI(L<N_wlmV@fta)X8J-%ydaYdcWMO7V;z2Kpn
zQk4(r)L~gxS<<fY0kU(tDGc_jfc<Ai+@;i{OS#%TiFFmbRr#nyozkd-x{805Do*@P
z{(~;*D)CixfYPo`;40#SVt=JoeP9;m7WIQ%n6At!Ew=1`va_rp8n&_mkm|rnVRUSM
zoDg4)@4~c2c@?8v8MYMeB1jQ4QRU+j;SWcV!CaB#LQtGqSMkZkOjl2rqBtE#5w$XA
zi5{xsPbN+UR9!`t%IYOPs0ok<LGvNfsiMe*q&V%gqL(!?T8Wr7c7!#$iq*&<?vOPq
zo7K=DZJAYH5Z5t<q>^fyluH@eKoMl1Z0JH$oIz3%r{uQ8&`HK6$5NG(+)d=6z*4Qh
z_{oLMEIz-Q*ac)3XH>ni_ydaN&n%AlA#Gmntm=O87Zkytz7NeZ6-b__npr%7V)%pl
zFf7xW<u<A=79XG}{)~O-yQx4BMb-A=6%@yxr4MsA4XFH8e-{4&nKyJHXi}*_E=3i1
z@d$VUFoj@9rIpDoRGlr}Ly>{=DfF+YKuiV6SA~|!jU`H`CX6J6@@veV(oN;l5-L;y
zhX1<<O8L76iu#)<%*X;aEPYVcnnXm=y0T?S1ZoZ>S<w8|agPjFl&LIV;(;2&%-h(0
zQ~!-xWAjW|8$Y*wXhQ+4Mf~+12!WfPdz{dCG4ZzDTpNjr#v9xfFjlM4c>4H!A-z*9
zxjl0s+d73?OxO69?G>LuBcfBfDG{noz6tn{ZWg118)wu#nUT-Dk<ck&(;lagah=?6
zq?C_zmiQw2-S`gg(;?C<;{8~ktyN*5kJ+7Uqr|DcB-#D=3-9Y8z6soVbr9A%;ATZ9
z3$)sB){qT{*jAd5k)$gT5t=alr&B8t3z%3p(vnzm+5uKKiE(Md0~p2TZd}Pk-bd|@
zh!bC9Bs*oMHTTe!lUReJ%t{hb1B_x9(>e^nb7vLCqD)U4QnssZU4oFga|+{7W@rxa
zx4z-T1ftSgEwF}Uu|{mLhIOz;y;Fx&Q%77<hfPvPgWe1&z8P_N6L<1|+u`FT=)(9V
zv6>TgHu`OPjg8MlM(Kt&c_ze0X_}*T_5!U%5Kebt;g8Sa!lWe$b6^r1%r+&69T4Y3
zWFF5220*Mf!*QOrHAwLx?l^5*7ew4$3dkQy^cWGgH*al%2)j#kBW@>MjRe?-wtj_3
zyUPT?0jDA(IQA;7)et`52n0bQ>BESYy>n{^L<~6dfbUPV9O1S%Zv6~e0`WnFfP)Ui
z{-j-Ya-HnR-HB_Pz_w6G*d_cUUTCb;M463tn=^<F;s>N05ri6Mr+=N;v+-&RgoIuq
z0%EEGKhdAmFg9{4euO{CVI1TMVc_sw2Otxt4^#v)4U!s=-h=zUXuGHAO8c)()NhiC
zt%@qHBo$X|+qNopQnBq7+qP}nwy|Q{*z5g&U+?bSqsQ1seNbcMxK7r5e)pW$Z5ztg
zhX<6oE^@6$L$Hl%?$O$FZ}EnW#!C=)rQSec>x;CDj~i{F+`<L@WDc(HUf3~pK-ffS
z?IgL1ZNN1TS^w4QP#Oi_Kx!Vw|0~wPbg5j2<}#%7SFHnntI>$-GPoT`&_c0QX@q<k
z<N@5YBiz7x>i@X;=igIo<bi<eKiuE0f<pH6UD*lz#P&LGcwI5Ju&zSHfDEoQ1R+nu
z&^tG-;8~#*yQ8jfS%Bi*lV^TU6kcpXf8@cC-ToWYXK|1>f=d_>Jvh7zyn%Iv$_g{x
zU3Epu3Ws116=IJdWd|6tN1?NaDX~W~v4=abN5i*-O0`6kUvqO4()YmMkaS?v_fqV|
zUynXxcv9&Cl6MbWA$7ylb{C(SJvn(HvcsnPOo0y9t<T(^yj}n3h0^z70i~`BpBX(l
zy1@0qs{7P{me-BXoSr-&{wdV9j}54GUHQ!F$<+n19d^~{0`$1<eCGA!^Zth~l&}vO
zD0ZFy%<#_c4bB&q-6sb$y{>=ec;^O92%&m?^gy-i@@JNJPH%|ru<brupv!gpGtWCO
zXkZBC>mvlpT^Bzyy>onm`-FA(=>cu8o1eMfc|O6u*zG0;?4Bv!nLZ)E06yvLU|&&R
zM5oddM5kyEp|8RadBn43B>c?eX(%#bCc+MRkh5_!>EdXw=;nRCW+K>VqJa$hf+=W~
zVXVShdHAzgzezb!4g(?eB^-ZNz*zPL*N}0dItTLX^0T95!WM_s!<hC3{Urmj6tHZ4
znb$<zVK#wSyE2Xxo-lfS(bp8<p#;KmBrz}~{$VJ2Sg4YLsJp`7P$llkUr`kPz1K#S
z89=EO{_*eG_5eDpFbQb?8J$v?>fdv5h%kYHKL#)i3D}|t6rw1kVG09g1_%sE*kTbB
z<S761m>dj+2n_YNAIdL3RCWQBp8}}Ny(l!jsNBRTB*dtUxg@uto_W5%egZ-b@&Z%D
zrAf%ql|oB}DHTK$&@qL{6hxHK=R;2h5Ddr}!c$}>h!4^3LSF{J4Tx())um~OlhDRP
z4+h{2$Z7%VG8M#2XlJ1h15gH}wP7pLR>Vzc>*N;{P3T;qnFDkNY_%aPTqpn3Mz6^I
zNO6o|7ym(mgf14EKTs<{5e6K9-TP?=V3)}to<chcy&HhsBe4r>k=7=zLR$_!8$jG6
zw+nBP*&x0|dkTFUfY>9x33Zj`CeA{e4m}!x-y^#LxXN@8gUWnDp9Y{oIzia8v?p;F
z+IHyG0CF9YMskJN5(Qoi;;5*RA!v9>uo7jZ(2Ajz;8DzGCen%xE<iPxPKzlrvaCZ~
zO#(gXQcR8@6>yjfXvX17P|u|`5L=JR7T}x9amGX$na+hdlIw`8fo7gWN779R<hl5B
zQTNy_BbT|5d$JF4A4Xr$C<L0|h!|54h&^I+jj(ZKMPp)(Z0nG5L>|fBVrPvIaHNJ}
zKSsffxKsJb<3QKrse(mu=0=<xF+YTn$U|a;M)mjq+JEDS1JN?%pe3zQyM0%C@Kgbl
zI1MA#RH4JTe_-QKVB=xJ;;_Twze&VlNW>$I#{C$L2d9ifql~9wjGmx?9}%nz{Wlg4
z+y80L$PttwnG|Pi#GxUe8mD5!@_#e3{l5~}V%<`|M83;@=A6odz*=RmGO)!M3t^U`
zG<lg)lR~G`LuL3fvO=*FB`9U;u^7g@2+H`mqQXf^r81VqU<;|n{52($Leat@<q$>m
zv5dML8mV<9d`jxEv^vTQ{?#N+#mrw^V_Eh&KT4+xSrgC?v@PUXLC!K(8TEl^s}ey1
z#bRXx^?}N%fSb~$RJ#Ii0{wy5ixSwsK`W*>WMZ&VuQJSHI9y?0$zLjeK!LlGSIMt3
z`o(JIPDdh49nL^Nu0bh#86QiIBR8fTnS7WsTB3BJe5o>SqAX$oltMr$@q)YsHcJMs
zKxBbv;@E;2=xHMfS1huaTpmZ6JW<40i9?wVQl1D>;dhYyuOJ0>5&54Y3e1D@G=mD<
zWb!0r3XFw$xBs0Vml%`<rishskt->cfD~vI(L^OoWik~J6{Y!-6OhkF&Jvy`Gnsp+
zcvteW0B%9t7^*2vo13IKUUIMiXF=8o(3GjnT~a(Nd02q5AZ-i-iL<#)it8m83sH0P
zg{CE$3v?DPCkJ!Xg=(cd3%VABjoF<1_ytG`A*G}X3a8jk8Jq%{1+ogorA!MNr$3ys
zK&N{JbPCC()C(#gRyeawV6(tRp}CZ6LFbgfDchZ&r+`2qx|Cu;=@jQ7!(E`WKv$u<
zlx;!l6#pUXl^-OnDrA?^FQ}d3J!HNLEa#rhJsiJ+NFU<OP#bBs-1NE0<3mUIHnK{w
zvw0{->a`fwyhwBOwFDcP=G^tUi{r-zoJ~L0Vp=n)Hd1R5t$Ef4+Rd=0{0npFwb)B(
zuGy&u_zOvw-1a$}2CfSMkGV}V`nB{+*|(Xl2Eq$D=oy~lEJq@IVd!~cM|#c#r2PI9
z7|ys$nWx<Re=}Lmw5VLe6ZU_j*{EXlV`0uP*&?N5<$oh#=(&L7-g^}HU!Y-E7NiT!
z<sZ-9W4qJvL=niz<@}Gpc<e7{^8YFQZITvoV3vb#P*>Gf6_jd_E<fhx?6$Jdpw!{V
zniDa`G){E1({NgCs5>!cI!1FhSfv4}MX6betRY#F$#cez96ADONwj(8$ES5<_YHN0
z#^Ym2^YbS-_tNg)dD^X5{`W|@zzV%HL06Q%SZ#*-MCIPX9kDY>SFF02Z3gc|=HA2|
zzO(WCpU%iFSrB|Q*M7WtPvCC5YUfVana#^jSOB7NPe|_-Ua`G0com$JcqOv)<mOF}
z>+d;UJy&U8!M$R;g!PK5XVgwC@10(uyyCk=wu`P3c#5y)p2l?No=%|eg<cg_q5qQ*
zYd$7=i}DrgB`g=}%~c;S-{ZZ~epGdMwQ9IQzk0R0wTiT=v?6}wZWL}bc1X42ebjDr
zZp42I`xJH0=#6)t*dBb|ySzdxg_MpjP+yHMnBpctCx;|F8Q>;`Fh-^fNuw80&PSL}
zHT=;`dZLcjzsL3(@--jCW)zKJFzicVtW0H<)+)lE&tfp-{CyY!X*lX=RDo?d6kKb}
z$>1Ep1MFdE%*3G>O10D1PNkDp8;Z0u<;IpP!UGPvGHv1z4kh0hzNh|E1U(-QYviBu
zhdl6PFpyDSnjO7YnDO8A7h^v8WLTJqL7E1A_}&!i_l-1o{0Jz4mWGQTD_}U8;5R{G
zO2O$vFb-zuPeuLjNVq@3c!&X*3M&m2KWfCVDvcCB{(sJy5vE}xM#Li~N>aGVvnl_;
zrIHk-Q0kL2#;1%<V3<%TY0d&b5q2tEQC%K{(x5Wae9FlLf(bcOc<Ll51!lZUd6@t=
zA+8VAn4r;5VjNF7n1C}Os|RRIR_HG=o~1lYK$(!%hpkRn={GU1r(8@RnNZY+uTGxp
zKQg|hd`$SkrE-k?FhF7wqq?QKrG`t%pQr_dP22!RF_ox_7%5WXCrSbKhmInc4#A+q
zGQ%k*tdwvNF~jH()H<eZSfxf&rQWyk$A+<)Dv7B%m1{!hkia3^t%tipeUiIOef)pK
z%y)oEOf70>M*5WGiE_Xurbo&$rU&&SgKbLl1lJ+Yo!`rdrvWdM9+fPE9`)4kZK^3X
z?LS>=+6LY=PAhGoj}TsvB{jlofLAZGQe?%{#If#gJ$kCLVfvsE0D!ilUW#EUa~;4{
z<JOl^S88He54Ij}GF-1Wv4URe*pnJu9^<TlwA9duz8KN0U8+E|9CtRjQ1@8!b28$p
zm#ttr>uamiS*fbPJDYN^$+BWw3V$$ZS94c(ujftVQQscpUy6P(g`gs(B3&i0njR||
zJ08PkjX^XBSVd{V!W#=#DFOx8-|$8sP2Or0tn``)@pL!<k)=PzhwALCe4P0YzOi;O
zmZOz?Tm8lwD`OD9iou#FQ~r}0hqW`#6uK^8rS}}g`4?A(;vkZ#SPki_LL%h3nX|Mp
z16LCMaFi)U4UQFg`k+ZYM`HYn_V<#E3I9YTP;yN@{@>Yko;{RQ9fnlB^udoLV~!+K
zNL3>;RTGs&_*HJ!Y}yj-vF~*vR(1!RO@aS!K5a#*HI!73X+@?rs9Hb2a&nH~OwJXa
zIXR_&RCl-Xat;n!MGMuL00CTe<0}W}fU)^=NoUOVG@bq`<K^13Rm5{qXY}^e%|09B
zW))q7=6bG`%yT+tw)T+C@k_&}dgzsabK=L}pzpddf^yG30#msfidCg^^G5`aB%a|c
zQ~DaLRjI`6mGN`TM~efjM_iB2GFcU#M<|c_GG34H&dDwPtGcI^H_)da@mr|Z1W5C$
zn_f9O52t#gf(8v|0I$g|{q4G|l_!<VRpfKANA$PU55>jA56uJJgI@3QTZ8U;z7|du
zo|ZOko+@vZ-yn{4gk=xcL8hfho2iOp+23;X#O^f%Y#G3`AHi-o707g;>0sT`q|H^u
zV>;xtGr<8r6?ZnGVYiflXgcn+ch2rH<>#=^=^&fIbkx^s4+@ww@Q$Y3{$^>jO@-eb
zwmI--&>s!IsNo-iw-9K{(Z#^;`M1WD#j6yT$*N_Ra;iCXoeC}%mZfXc(>0ua$5M3)
zfj=T?5wBuf4hb)F?|G<n?|T5|wWgFUYtvv2KO8~*z0n3w9wD<E)rLzRE3`Y==s8W=
zAOh`l1mcY$0)rh$TVfYQ|G(Mv{|w9_*kc0NQ-s(P`q?u`+2iur(+t^@fMp)`o=!v*
ze@Q6p7>oCATRcHb=RTmtpeitZL}riNL8+xw+x!8gDuVims%%(IZilMep{49pyDBYx
zNao1oFH@_=hLw#hi_)aML#x|{rwv$hjMe~cRhBkSkX9dUWz|lS-FPeJhNKN<bDKMH
zbFkKUC2+|BuO)JW+=i(+XkD{2etpQgdP}Rb+MN#+e2-r2IXif?bZ&H=0yn%b`5#J8
z=NGX+_#*M;-v^mX7?%Xl*7lLCGGB$a@<$5SXy%@*gK10s2FIo61KTCIOKkgq&SBMG
zwN}dwr%Nc8`1Zlg!^^)etsWa*AnZ8CV}R!{>#tm^>4pPH7LD^5>^$81YuoCw;c*G^
z6#F*db=dV+uhn+L<q{gCoQ*H1FU40+gRHaL$mbzX^e)Qn2-~UV9j#mU4qn^ev~jkB
zc(<Y*47Ppgx0Nrfo?2b_+gWTtuIs~&LFSC+eXd*84i?+~_1jEWuB|MW9sHN64)m*u
z_UkH;3rc-8)P6_MVVc=iB=?m!OV%v?AyY7J6V~vvfhzO;tFN%VxW!TKlYGAMJ-6}X
z{vP2T;cIuE<J4)%;j_QwEMMUi%`u~G);)#b6RX??5T(i{WSg{Q)ybh*Zxg#^P^r}{
zW!t>v-3j3i{eX0aKg(6*B6wAhxAMV!UUjyq{G<KtE8%?Yw0WLw{wl{d*VUQzHS_)g
zV}42^f9-|3N+*V7UF3Aw%&8q?uo<ra^-|P4q8;`X=T+l%^_Anb_0?Ckje3TDDf>Re
zxmm@hU9^L%0Q1U*>TuJm(p^mqxOMVDyxnTC&qWx(FVcNxJu{qBEzlrPL9&C$h;8+I
z;*T&btQ=zu;_X-It_)j>`ENboZl!{7N4JOT5eD)VpqC}!42q4JYRe%YnT0W{S1rI6
z7r$DAIzY8j6X*2VHL5a$SyXrD3xX_qj@^w#Qg@V4b}LUcT#I(z!j0=|@8DzMR(ILe
zt&+Ft)o5j)CRHDPaPqD2Py<KvOJvGne$7oEmxullna?(G*9>1MdPd=15`p3qS;Dq{
zXl~u6MQHZ^5traMw}I=%b-}K6Wa-n`b^Pv=PpEsQlQa)9zRGlQQaM&3=^5F3NF_8L
zv1kdZ@qk4lPohGWf}cX{?9aiqa%N4-1{K4L3)Z##heui5OxCs>hNmh#9yWL5`=#Sd
zk}EHT^G@<1naFg?&#bIkzuMTL9S4R>i*u86{qxeqXOajHOXe;kAO=twC@@r#cdIZI
z!C*^+eT0LBos2D~9N4uw<Pd>{OV6sS@7eR5bE6N;AEJnmvnc3-=TzNB2eJ*>Hfm<~
z66)&JNYLZg+lG$H$H$WUs$K$R0McVJR5B(h70eozbz4ROqoVPd<Q_6nX&I~>hW3N|
ziKAkJ_vNN*0}VmuQc65ZUP^{aO7l%c_|mk}m5o!`(W0+sm9?Kx3v-{Mi?^Q(YkEQE
zh31J-&&^YgohPdEIz`Yj(O>po(t1rxw$>|a;;~;7T3Ss_YVUl@OWr;V|GYI5%y4!&
z37+j%iZv7DyZUl83iBtDfU7oUExEUeLS_`(fvGiZ<*fKZvvBTk;1gc!oFV&Q`(1nr
z!6K+7^awO&^w3mdz*tuDf6{C2AVgxZt5HK$S=M(=2D7F+F7y~`vR%iKKyR5lR8Qu!
z(yw(Wf9t)n#%r=J!1jN&Msz|DXe2tGX(|^*y|+1=XBD@EMUrRkjpfWD$`AF2Y?SVO
zux4xG$%}<dZ?IgeO5KCUZD2BAZqrG3R=ucL=V*3NDd?SX*1s@t>=0<d--@zIE^Y}x
zZ@k^HisWhG7bDaze1LW_`__lvjT6ZBS&HKQ9wPKyENFH|h?HyV(fwtP8fC_}OGu!v
zPa9iP=G7=lrd?$R%VufR7Y>kdt^cThtX}V4M1?y`TU1IABxTZKLaw(l*_?czaJNY8
z`&M6|skjSMA8TSbN&d?~Ki1&8YMM&A%yLW6@T6>7CWD93<HC9Cst4$VESqa#88?``
z5kn~X%X0YdfNdOcaV<hP=44HWka0*VzKK)HUAkFIdH<zPNpSPm2`(#>ZD}K-&sZ=L
zz#0VV1QQ%)9c~?dY65@Hbu^1|NdK05DYp;(HAQSX^`(zb$Ef!i;?$C#<m{?_gEak#
zd~+TDVjA8Ca9`P{zswB?$`6Vc!GfoU_X+0@M+yHu$S>U_UMt=x-i&R<FksL!D2|WF
zpml=+20sHnmlhiDs66oUJ)9=#ot)HWW-WA>MpivTIdI?(5bLU=fOd7v4yyC*(psvm
zC<p$;rBcibG8U6c-|iUrXPh93hc<vFfW^XqaQxS}_g4(M1Fim`tnzqRn~gz`ap90`
zMs*{)+R1U)I*p6^Wy8h;mdMQ`AEJm5zDTXia1*|cPdx@HrzlmHf%fnxKJ>c@6_TRz
zU@T`9$!hGWxQh|j;m0nuDplW}e^fXZ-9?L_m?mhp4X1Ey7{tT3b?#WaX)>VmK7Lj(
zq+?ww2@l3~nN_Bycb-`ZSN)p7f~fRw05{YtXD|O$g{VNQoU5>BLCY^_#HMD(1^yT`
z)HZDtV8C&)R36ILOungG#H^fr7S3ntdOl#%^s0F^+ni_%YV6u$PWz>p-@0Vs*!b9R
zSrr=Tw<NGs3s_^HagPzT$@r6Lomu`I*}!6%X{u9-9c76zXxIFpd*-D%dXx0vbtZ;8
zd80!+T^lANg~x*jA>zbbdBDlJ3gR!;T2@`xpVyu(t%hMlTq2rqOqe8537Ee6U6tRW
z>M?fhswTP9MZUV(qhFh#nkuajof^crv`n><w+Du^058}!c>3$ZP1V-j+xNrD>&%h=
za7dyOF*QQ{EK?xD(OObnV2@F<F1IRPpQ_i%u_H>h{5jGH0B==MAbMK4T#O~Ewjdkv
z=+=lq<YYNtP`@EUY$P$FsDwRvNr!tWhE2`O7yR4|+{Z*`{6faG&l(ESUNi4p3f`!i
zB}R7SEP;tFW)|HalvU%}EIAPNzPRtNiW&k~nJuqW1?fm}L2wCiDYZM}f@HH=QfmyJ
zx!I|~s_@MAJn`3+m$esjvQeV;E$0(WDYP1h3nH$GsD}Kn-(*tf<f}5Z<ukElY^xUy
z>(<S~mo+5PSu+gegull2mD){xV#yKD5icSemkNw&t>;#^7PmIH`nQI+)beFT*N0c0
zn&oQbl+Q;o-W=a(JZ1=*i!UJYgY2X7<mnpp3d9q}FVt458}+Iif4Nw&i~%2$FRE9!
z7fKT3F7!%`CEsiTGOH80t$Rvo7J*~VNG3?%k(!X`kS>u3kaUqY@xdDmj3b0Pgwp!?
zLj(X?9Jkf>2R}nb8}G*skjn8{*?%~*=lx1L!Wh0SBhlbhp&5@x%EtF*XPpU6!e=fj
z%r`U@Lmsw?$^{u19AaAvGuX+4QSm=0xMUZ_lbP_3IOt|>=+r3p4xER1qCD`QC@&8b
z@Lz7@fV7d`FLO7YK<MFV3&{DKkf?xFL2CV`WzCc&O~m<T2jt37j*`2PDV$6uu6Y0;
z^(#HRwI(UNwe;@$;Lygbn+q-Bo$}Fq=JYSoL$b&?xB9zEO~pgD$i&r>q@>a#qn(Aa
zq!jbBh0)QeQGwyfd;433b7`Mq0@+zWcIsh56$|q)r!mLDuPE|;VNL~HDW#G^^Qym^
zrTOMIv+ikP%z1|##o@Ba8FXAaO4^grxEl3-4(LbUr=T?T>LW?4(zsld6DDN=^{a!c
zGKSXf)N3ZbL+cf@to@mW%zKB&+Y^&NBHO|^4W|m2E+#ndru_G8%P{=vg&EkX8{v-j
zG?9*wj;H~HZp}$UFTF3}cWg&jbPw96?acP(r*j=i6RWa@4$h7@&Noi5e@{-(w8xKs
z?8NOcURO(+X6-r3I;5U34jWgEdnQBDh3h1>(70%v)M+wsHMdwft(LcBhG-+T|8U~C
zw4Xa@7}rRaqD$7PYTIyZ1>Q>Aac{SDxV)U-9<WW%&nzx1&Nb$jN0w)*KHe)^$q|Y?
zAuK*;)mGX0U}xuRi?v5NP5zx!&5)bGbRpB>sC;TYuHHM+S@x)U(#dY^S{TXB#(b;y
zPKMIKHNTg`8~l1V_aUcxJu0Cy!~ny%>T^ylP~k6UK|0=}8~-x!%Ti*VIm1Q1zwiO%
z$l{_eXekJIoV4Uf01(p38wH$<XFMYjG#};g9E<Y;2vj|1&U9=oBWJ$bxZAwiK-mNX
zFf6Lnb7cYFaka<c@ykeq=Nda^B%3XoPZ}3ycr@AW8$^*h&z<Kln%41~DQvDbcqxO;
zgr0@~q!#Bkr&~jvmF=zViS3o`0ZZr)%EAhSPyA0PPcTp7PrvZB91GsqpKfsVnV0eZ
zLT?hgtl&EhZ`iriC9!GlfB>mI-9z4SFIid_$JRHvO0Kp=uMmUiEQR~o_Df_;zx&iT
z_$ReX+l}qEZkMmq&&~WQF{S83+}MSo{P-xz)015w>OSiE>@?{b=`86e>7-%K5C#4L
zgX%EFpf|cCg+~IVWa-+k%xV=$HH(ZnMBGwGIofh%+QhB<maCf)V9;LTrw%pC$0W7W
zz2l9e%ETN2ZX@$teX}Xy^si~KEZ8iGtbQkid8_FkavSlFG`AW19IFn1A*Rf;))|M?
zBm3#ZtTXQAFXD89<&`2+9(q^Z$BtdM^}DPiuW9HkWFA6~uE+QDmqx8j8$@q(xpilz
zFB$HOwaHE`wn}&0C0cFL>>=~>`Pj`NXS`)vsbRj%1#A0efXy8X+-aFjd3)tztUNvS
z_fsW&#Kx?>T-FDROXK~;rSY}$_^9yHD$@L5kB0}zd&wu<eU>T9jv?_N7D<c3Ws>Sd
zPQ_F6K}i*<Qnn5ox6PY2Jz$}G=abF;=1O~*3sYs<+SK|)dq8uc3x%yqWcJ!T*94cK
zg7SRFd}oM<>6egF<}QyEX&K$MZb?a*l(&P*w58Ev`WA9S+o{@>Eud!YID4q9Tvg*i
zHDeJQ-`r`%N3;AZPSuB_yt!@r(z`gRL36q|R?Y$6x-lTSQdP_8?xyUZQuJ-$_5LYL
zZDUbi(~V`EVx3|c`cc617vYd;-t^CGN*@*V<kyN@4PgDMY56p3b|!B0L!7En=b6Lw
z(Jr6L(o&bTCq71cV|jIYb+Ik-_MdIuE<2DuYTjk&Is6*+G&y5dnL%HTss+z%V%c~l
zy-fz#Xp^kfa(N-R<2mw>7`F8~eA8yo-nKwoF7loP-K(a)Hr_Ek)!)`Hn^n<yUwU_W
zgL(6O_`eH!$Lj#!U(b%K0-QXT6?|Z-3zl3bmlbrWKg!<AK1|+dueC~Ubk%<Cow--O
zv`t^dY@>FM<32rvk#u*-pD#~)>%DhbK(4&{F#MUc#Hp#$gk<GE>mh$GenWmFJmJ#>
z_R7wL)}-+5%DpmuW_0h+ze;g(o*P9XbFKSieR+NjevV^MI0uLVcy@edzGA-YzUn`Z
zSPaf(zSciooEBEXzz)DL!4|>hF}R#<dg6Qw!7Ra-peo+_V|h^jQtdeQq-v&}=lc$W
zO*7}6C;MLUoPHFIHO;rwWnyY9$rz459?zDGr7R^!ss^rp8%&W|{#D=a5pl}UC03=H
zPOI9ndg2pW-|lgKQhQZ>dLBv8?6GlS_r>P%IInlFQJ&QV;6KY@G4o=9vu;_+RiSR^
zXNIFKurs4DCtJhe{C;5~lD}CBoF%w&6EvLLDl44pI(vDbXRMU?v)+T`$LiPQmkG`V
z&G|835(#%+Zf5~)R<O3vbKgU(S?Sy{R9?tzKwF*Chz>ykJ%yNo#m@IP%wV|+aU<u!
z^2zLDZ5;5&L(g!f3;sRlS5r1il(ko+(YmnVs^&KhC?|wEq&mbp_`2nkrYhXUCF&8r
z5;6Jd99@B20eyj3&LL~78Q&aY0igg<^Fpn<BquHgv$~=7N~E-+l;(DfhsQrNu{lh*
zZ;zrg7dh<$PXPqbJc#ZD_pHa6Q2~}1R(a|z7ygz0*8Ud(T+mz}<a<z%PjE={EiHDv
zH@&d9_%1m^!^ZwEe>l`JxhY*O{uV~Xx68)bvq9RbHf-?pzWF~v6E3H<%3-iH%ZdlY
z1mkivi-?b-@I+=?mcg`{5aSD0Gz8mR#qbi>;!3#G49(%AGqM_aii?V?iZ|t*8W5Mo
zfQu|;qA{`*D9<{X22H@GmK&biz^r1_QSAR6Q5am~!L#SxmmE<U+~~x*CEC{?8P~kE
z>DP_KaBJ47e(aq1oN@7>{IoHu-oo``6F_yP_yuJfq`Iq<<K)VAzqVwlR}IlQ_0*Q*
z+R<zwyrp~P;dS!B(x6)+P@-R=P!hIu<fI&^J1u`TbD2w=+bP)JplWMn_B8{Rdy^}X
zYo2?8+ssCd0aGZ{Do@GG*TCJt=oq~BJO!_V*2e4@l=o7Fy!oDf{6>5qp7+X%WQn^(
zGC?%)yTU2OEk!A%+29>22+}fhyP&3_rdMC6Zzwo&Ij!42?=$Hg`N2hPC96irC(-9B
zhzH4o;F0lMXr=l3l@q*1h8BXIU%^+X&m$-#L@ZD&807Q8M<dHExc2n-g@i;aDE|>3
zhNMHz#_wYP4}q7sTi(AMVhgv8*2Uv#`mA4x;i*auxeeQm_et~a^!#=my{pG;@Yi7w
z;Sxiia2I74clQyCi=Bn!!{@cvURZyiAe0hy5p|xV=xY#d3#GO;iK2trKyRQo6o^XE
zSar=3N#ps&ru8f{upavKHIL;SasJ~3<K)K)+G=4E^9GQ9>F<VK<E|CHExQ~w(sXD>
zr9w!ua8=ZXyc7X%-bz0fDZS<Wu7}Tae`04j3)GFh2=Ug6N3|#k@8VlV9;)7{SN+rG
z*YB|IFCY1^kJtNi^jEA@_Ch&}Y(Fn3bI&~%FV_3j0tSG~)9U=u3ZZPRZbI%5RTJQ}
zz;!T_#lWul7rh8AQuHZ43%?;&bQCT+3oBf7p3hzQcz#*Fi8%%kQ-M0ai8|?~x5Q9^
zB43s=?<S~3N?|$AMtC#Ay{I-)%ghP*=r#GaW*!9mTWR;>E8U*^kZ{T_mIPmJPJP(n
zmF~2?;Hs``{H^M^T~Q%A``&BzsgZ=xXK8JC^6lh-Y36m9?xXD#dxYl=@(KO~tIRIu
z?NddN;5Pd^qn4CVR@p;LIR>g*+mLWpdC5pP29}#hH_OM;Qe3Rd*Ssii`E0E1L;Lbo
ztHICmp#5r2QTukYcC#b1<YT(Vf_+>HoG&5CEPT+LjvEMuQ^93$^SDQfO!L$}BiB>e
z-#?nY%I6dIiTM2SLH3$%@QV##jylgcbWIp%PZ3$TK{iA?#8adt{e+#J(vz~qP|I+G
ztHr@%B0sT{k_)Jv7=+O@b(5S}NU2L1OF2z3XK*k$q&~bIOHpAcH(VMxkL0L`O`fKD
zyrmV<>ms}(0-<f`DTK8T7$L1PR&VO{>UZklD^ayewM`)NR>xq|kOwohRn5xGO5MuU
z>T0E{cDA;*mJ+bQ&Fw6Fe!Rj^YsjMOAZle|l@zr$F_2`jakyIRV1PA17omgO&fsiG
z+xsGW{;`5pOOHAHQoqNJH=H`?6j~3ckE#!Im`Rx;0MWU`b{~6tdx}7)Aw&S)cQ$S$
z0O?)|J8M)lI#6;C^xCD+aWrTr1xy;Qj9$lWrnZsW=xq_Q3jszA;46JQ27VdyKYg+0
z<nHma;pJ4T&sak>R2~Sps0bfx4+ai><_W5OECy|{|2gx$@L8ELwLF<|Y2bB?MEY>*
zX@2IsLEOU|VvDl9^(hth7;*`J`j7!VjaD3g-bmbx-cUA998WxFxXRn*yNN_ih0_D*
zqv*r3G5E;5E#4g?i8_@T3e<+HBlWPlnY`uRKc53`hWF%#vgcgqT!4f_e33q=Uu{E)
zQD3n+)s2PimQE+Ujh-jZfdhdFnnU-`ffL_;g30ZmJ%1ArORthliT}-}?-#}1$)c~-
z7ZsR^>(-{5Cy=L~muVp9LGDiGEO#%1FmqFE*Z}V2zSlD#01)KiWnf~UU|>U)6-HMH
z19`A*nhd3;<Wq{;r(9t!=vQRClAaYnkbWC@8q6u$C=+KLmr0`1{?keBR^nC;P6AG8
z;1nCbK22sX?lulC4!~^hWK7%cUMO0<6?4yeqBOU>4>c+ir}eX0?lPyg;v$}lqMf{*
z%!ABD?ok2+NXsF~B1uKb5F~MvxLMr>?nmrb>}Tw67!l#f48?^RF=~_*>Z<)zBUdAn
zlgdivR-3H`!99{)NuE3}qPO$=&7)WGd_R38KQrcj7m5J%0TKXnfH6P?paXCKfEIG!
z3I~er<#1x+65_HLe;dn>Jts^gRABrB9q1|+By=Q5P%0@F6-mpb#@8_$%ZzPl+BkPF
ztSq!Fe3n8e&MQF|M@i$Sr{&r;+$r8E!7CLPPD$yMpf<7<*hp{2wXryPoTe@~ls+lx
zm3dt(T$ww~;TEt+T4pRU%FtJOrHQ0DrCFzGX+AOQRkq{DvT|DsuZiP(y;-dVHH4cl
zJ7QioxR__pofRz0*k)|~?9^!UcE=msx5>6C0@`yGa20VCy2yaOHe{|+2@(i0wy1e%
zc({2;cw}SSpo^oWLgowaxg(c#5_x&NOkU&e3s1)9)C#JXMmE>yU8vokR2sK4Kkt)w
z@KuV@bH8`I*ziHxZk3B(A9h-Pv+ZhMyFT=C-HveGihi0F-+@?2V%r85A5K11+;qI~
zHy%ww-}HLIY@a2cOorU*d$JS8G9*RsdzeN5->wyKfG=I1e2sULVs{KIOKgPYi(SBl
zEjB(Ph(q8@Am5}dZ>-#2ywjpBFIm2?+`;_9C0q6s^1HFmUBGiMPT_kD?ngS|7&0*A
zj+C+JhSU<_FQ~XBjj%s@GNnHnIQ(VfcZdFrz<XB=Gi7RAu~*NeddJa5&Yt~di=F}P
z8WZBGz6^DQ+K4!n-^R)wZLGb2!{_ujYeyn$&%6<BiV5e*E$PTxVwd|%Pm!Je7LERn
zsu64I$k_Af&a&fgmoNQ9#WdE<paoL~y+Zo#yRf%nB<_^lXJPQ2(sOBd`>rRY-ca%#
zrYD)+pxPJnz>E32qc;>^eD>h<RKvm1wZmc-J708mw)r%uS7xbX@14Y(q5J22klq+Q
zF!_#}vHg~sY4b&erHj2gO|QRNg&GK2LG&s@?k1j(-cC80wjD#*VY|~}^tjb}v3`G?
z;0Lv`#cvN@O(E<)l^oc4+nQi^M{j52^b(Fl>?7ZXJol%1J(IpGd}8}>GXeN+lt_={
z%6RNQl@I^<WcDc<`gt^cd&C(3e3wf39yFo+X<&j2+Gw268<jq)Ucx?jXK7TJ()%(`
zxMN!o<?vy0;P#<r3h18PR**V)-<+`eB=E@wmB8&2-b6DwyimL=ed2s&`1E$~>)lkp
zu%%*uH8tr>bpyBW2p9Z0z8IAD`EIgb=ve?9Uo7>$Uqe3AH2Xd!v<|sZ@@gd%3s|@d
zDTjhWxv`+S!#EBVGb(1KvqM3LMjN^Y6iqny)Okp+UVbw&Y?CRJh;N3C4s<CnMS_;O
zk)TS$V%F)PNB`6{ZY)liLw}J&#a_kZ=XoBiiiO+OKeQ|F3)7J6*`KX5ln&*8)C_ar
zAAP8f{R4JV+{BOH=LNAc7^C5*{KI#s96>I-pjt2OUBV8XD@>MP^8}NB@(!(|8s3S2
z^bYm2u`bH{qGB6LPSacvfuJ1m@4GaV0@nGUKg7anGFa}gxq>Mubiy#Pe2`ALE{Ev3
z(I|!GCGcKB-YkGN6xsopT9&9b6pDK+D43hn?Z9uu3gT#SK53_dfEcQRQe!9LkK#%?
z1Pmx+7IdiP=hMEJ?7p_&%Gl%x(~PL1Fr+~WeP;R*pqgHa2rP0K9Kl052c3~uB^|7~
zpdZ9+<GTOU{eb*kUjGklO;r~i5zA+rFI<Z6GWIz*aSS-wj76BvpKq+=ayxbJkh&<}
z6k_VYziG(Bx(Rm46JeM<U;w;vE(B}kNu)8zVdLvb0xA2HbCrLMpOPkgH80XB!z5~$
z3odpKI_Gj)R{W;5%=oQS*#yrNnA%6vxK1}Q1s=%Jx3Om5{#(wv8U8K^(xOub)PaKb
z9bPK1u&=J0<FfCz!azSr(;iC|u6!Y>y+%_#o<&7HU4^RRjj|2?Y_X`lMqt?y3-lO$
z*+;HlUn64O4zCqttsxb7(dgu&FSewqUtA-#LVI4yuocv)ksjpL=e_IuSDsxN*a;sJ
zM5@6Rn6J?uXsF>42<!{1@amJ;RbB$yZTKrn+YN6T<e(uIc-IHHoA<X=)EA4+G!vr=
zMlHy)?;#th<F8N)CFtn6oX2%HYApck(nJUI685RS3KlsqM1w6*Ortq)Sfe?JqEBfz
z^;(;D0G__?5|%zlt<Q2-X31-}QZpP2)O!_#+$YwEL+^>k3$GVgZNaAdOzx?+e$$6s
z8>OyRk^CT9LC=bU2Z$UP0(BUbg7#Ol9u%x{oAw8j^0G?kaYHMGg&L{oal?l4!px|e
zzJr$6ePHhlxN5zeg=VGCiPFNq=NUU2*5-rmCBj+rteur=m7JMoWgD>Yg~e(eoE>H*
zK=AnjQs*(1GirMot@|u(d*X4H^-uTEEQ4k%rCI9s#^cOQ(etcL+51w36OnBzhgrFM
zEQkRD133nH1hjzq%7GXw%i3l7LR|#R{(<ZBDTBbZQY_MXoxv@GY}`uSbLvN>@CSni
zY|<fs-D;MBk6jOayKaQq*@J;#q#ixF$rDC=9mL@NIT3@1H0Jz(qg{?>Jr;CWfDhmi
z)XY@EF8zZp3PlW%Uq?DPyXrN-V6m(FgF0&bk|Jt4>N`a!4qv4QgVMwp0g;L6a5#s-
zrQCz=H{t7I4|+k1C*431VPO&JfyLKO@sbaZSd3CV@GkLiY3JY(K*mV8pmWl%C9~(e
zpJOZpT_t0pgB@1V6VpS3;I+TgQNjldYK1F-;pmIJUF;GW6|A>|lzR(Sx-^*M3yNLp
zbgH3=7PNX5V{|CxgXW;7nqc<&p$RNgV>vX_aEF1`)%ZcTRi%NKJ^yn>JALQW7IAGF
zI@IJcOfOKI6nDEMXo+~D>bqK4d3|xX<v`;er(NgTA{JYTv6o$bi^K+v4QexBec)m*
z>YQUw)-Jh4tMVe;V_~bSh0P<j<x0*@kNdj4m7d^xbf}oqq}NRgsDp|!Yix@)>-%)5
z>7c`&+l}C(_l?0L*v*`rpI%1=>+>M>D#c*=YVn}uo>OB#{T7NXpt+7dw0V$gZxc6K
zuOrz@q=TMUKK*?Uh#RlxNy1xc_cCa@3X-(;;BSnrGxa=mfOp}x_1WQ9b$X#!i=y4n
z0`Dmws_zLOvhVNnCs?2@_(9t}m&Qf<&yiBn#nDpg#l%yI2ZvKB#DZW&($d-mVT-hR
zb&I0dH!X2mG9C#%#u!bB;5dcIefm_%N{2Kl>xMKRk5TDUqExBxaR+jXdUbIXWO$>h
zr$1LE9xZ@+_V4EJQnGRN`y{QBIty#v3n~{MQZ{kz`^0WbC0}vL`?OA9=^ykjpABDy
zzS|EzrNtP(AQyT6DcDJa<cFK}`lmow@%ReM7en<8Jf^P@<^hUG<ZwW$bCJ+@fr3H;
zFeVZED*0irSZGEm3Ye5g-m{02{BVGhf>>bl#h@n>591&$EXbHuw4YL^6p^gN0WV;t
z)WJ=Or$mf{k`gM&ovTTs<;SIrj1xWjXD;Q3I4*T${E!rSLBtQ`v4pw;D@w7k#D8ED
zh+vaYU=x4CCWq?9`wD-yefz0t@Kd!DR@`%voCua<Fz%N`98IacWI;!o2LIS}DhZ}|
zkYcPdP2zrn6nde=oY4a#kxXonWT9fJGM&nM8&rX0sbpEzDpY~_oTGU#vr-z_WYXb2
zP28d6UBSzoe+Jo{-~&Gq?U)7~?UV*FZETX{c)`IOAY*ZEEQ4jPEE~_SLGuM>N!+r~
zY0mvYoXC1)mC`zaRU+NNSwgFza*p*umdHBUS)8j-XU@hvx<PG?;$oVE2tNi%GNhn?
z4)vtOQJRx3Ge)-T2>c|$QInH2GjU4ds1SZ`FvD<;?4<6MF{Wz43TjT}B+XF=v>=;c
zBhl<ICFxSoe!9-zMzNU;(t`@c<_u55?v>rid6IR-=?m57EKg*nR8A`IW!<wKgkI(A
z3B(B<E+w<QtDxtOGKS}{9z2P>RHmWln$zC+U+F$Z+(?%dJ_Fk9d0M+R_&bS4BKL<l
z2oK0v(ET@<kJ2}!y@*F>_mfVM1(xC;9Pmb<S`iOaTO*ByR>fJ9WQ^w1a0G1P*9C3L
zyHNKZPw@p<$F0d+VkV8@A7Y8L#_$*A{H-3&Bw{KTmHe&ZE$P+|HAgayxE@l7*1vxI
zd$(O{A``<kE?ZZBPSSqJIi|B;RhNFAb@tQaT@%Adu2rk5_?*n+$bEFvm~fSCS?qEA
zA@SqDH%(3e)Vw-zK@2@6U|-{|8Y8r?+bUpR@`F5N`3Jmxpu0v4>Eg6Mh_E0PTeO0=
z*K5_Y(c@?{(T*{+H#|`1kiDcwjsYG7Zm@IIn*520-#6kAk)4!@ncsJG%i$I$pg|s$
zNeU?wgK}%(7IZO+5i65}a!cTTJsKy9P8=Qu`gG&$M{Lk=FtLeE#nm5VY-n?+@i33%
zAdJ>TjFd!-wn!iIA~I4c@fAa*e!8)YNZWKx9DX0km>Bn`8H;nbjyc#~hT`Zpv5tYa
zs7AEU)&7Y!PS$$2A9nlGt&W?_#gF^pXqzZ`%-G)T60TLSDxusP3CSL`zT}o>&n}&8
zy1<PD0@Rwg#j?t?e(bw-(?PrWb<~(R#9)nvACQ3>cr-2r+*&&Xbu}EgM#}dWL3Om1
z9kROF9)erfmaZ{uWzo=XN|U!lwz17)>lS**x6Tg_L{|we2V1c&%bx`MJgssEowvMh
z-JblsDR0`mKM9kfORk__N<5``>9S+w#)|jnZ*d+Vh_e%?54z%~zcz^W;aTtkJvF-G
z-ekI{^x~_>+4j@<@n4caD^R4{iC18V`){`p5Aei%-_k~+eNAo+U&7v%y~+8K^+xFZ
zl5VN_<-8G($8CL8Z?$^Fy(zk@Q%OLRwb)DiD<Fn%TyMYnmhGke9pbmrqQWBNgv!G|
z@G4$Cii`Y<@{8h&Er(I^ED9_tEJ`fUKa^>eX;s{*yb}G&6366??;YahQ%j^(D#6%P
z@Kn~jqtGrEiUY?Gj&o0Q7@^(EXq1!6qNu178^@qv6j#eQOV5=bsh|_{-BabAR5?mB
zROqPGRIrE?7gY|5?A6>#xK%clb*Zk>oCFu~LsdZkB|cN=RD6luRQ!uVi|FEtke`HO
zm%V&Z!3x;U7wqW;T<!Iu*6U5ycy@Dt%4>O)K!0vDTCZO`rEeC<WFPS!@oYatYs>fd
z2!gS|abw6EmcWASwj?hF{>d+G40-Aj7SQH?c{YZ8`^v1mM~P5Wavm@{75wzPn-a8(
zpKBxUQX*!>xWH7S#NT<J34V(B;P+}mh$+war8ukSLzUzAssx5Omknq3cc;`hSg=25
zcLv7Hhz25ZZW_+akp?+(b{XzJwdW|*0_YGfkj$`Y6<?V0G#JH%-{n1bYJAZQu>>S)
z!*h*(kvUT)z{!ke(d01y;&G-;h~?4X=k==dErKG4H`6?)`!B0N00n{g)dEc4ZyCJL
z@JT3;SBw9rumJM_Kh1yu_s@3@IwA=@IwBlJBFwoQjTtL5BxbBM=*egvWLn?vg5f!X
zwaGdEf92{+D_S$GpyOWBN7e?WN2CVOd9DZY8pK7=<KR}vqY!jXzzp&6Z^v((aQNeE
z46^(bxk@wU#}VE}{H7125U<dj(3#802q4&i@{z|;BbzaYdQ}O^5wi_SC&Y%I&Co}n
zIcI$)vt<KRysoRQd+e>v3p#W~asS2>ob~My;h6Fs!JR<un|m%H?#y@#(J|&dt~&$>
zS`)a+MYbcJ5j#e|#{q502X#T3ARa^CqrYNeK_2-#^t*i`;Qie?H-wmiJ_>>VR)pA+
z!)x6Wv`g~Z2!<6DKA0F7u=9ug=e2cD?titd$JP*6f&YLM>u0b_+}W#PsA5FuDQYRJ
z(cokMW2x=50=2F$78TSF+x~~`{G~Yr;t`4*spXqC8XaVE@OY2$uKnu>nA(V&eNQ4d
zHMBNP6}Z}>9#TshuR{;ZJDZqH%Xe+9FOD6~znj~9VqPtN-i|$yJ3}1FNG+?`#Sk_~
z&AwVgGQnDdgT0l&y<OJV6)@0#=Eu=0m`mt*AXi@|xC8WtMmN_^)$1mhONfWj7ye(l
z7PTKpPoHPk#}H3JZ@nM8VAuSvDBRctXv6(N53>*i1QZ}zB-W0R8;$@m8g_!<TK(hE
zceo#Y@30qC)&6=3CO7rTv(wUZ4Mx!u_7^SVM>DvrpVAjMA*fcqN{;Za=mt4E`s1Lr
zU-6K2P;u}4F3$DDmp0#@Up9OQ{o;=wV1}RqyrD0TFJIV{K+2S0oRlCAFK|CM(7&J-
z%NlGK{G>k|m*f>aR29ZPME?O5#P|euT3_M7r{Oz@u037BI#58!$>%ijH(hZ0#b^{)
zoDS|w_zpoI!JWicbnxmiZ^50#R}Ap#FnXA3L~Y`0PFF8a2G{;<+HYGhwt#3~wtlUh
z%Il_QaaXPmp>81%x={6u{U3HAy)(4u?Td!w+RsNzcqibM6r3<Px<_o+@Y?SAn<rxz
zji;oK$iMu8*LT0^zOUnEnEzH7Opr-ICzzbq#$MQd)jevvmak0Upi=p7MW~?0U8d*n
zo_L_^%b=^?C!kgj@}5>7^2gl>=?8&dc8}by>GfTY0C@L^TTBl<u)V)}XBot=(1NOU
zk$rsmPVrztt-1(4e%*cB_sQQrtEPWmNB2mBe+Bvwx5jLU6a1u)LmrLB;D;MR7K0-W
ziY2)rjmZ<QeO3@hL5m1{-j0+1i2y4`5+gp~D@;5qj-bfx4Q{YNi2e;mnmiPif%K0j
zi9wj0XvM3s{|XA%UZ|W{hTrrzJ7SxG0M}SFaft#9Ma^uP7)Ei8f**>!zcYw1V*oe5
z6k$svlm*I27GqAu5erPXqZR}$hSA0G3+NP)ORJ|T#32fZ=YG{>6UoFBiPyX0m=jbJ
zf#e8rYLFEn>LVZ1bW<PeEbdVN0h+S{9Yx!SbRIAvL5=eZdKd+4a}?fSb66)K_hL{)
z5D-FejMzB-2$6bG2tvW6q<d;4q_GMkW=05%-*G}BqV<BLXSOl^EuIgH)QcV<z7ZFE
z2Q~gm2*$-?{ABTFVkGm1j|(m!#Stgp6DlH^2aktiB=x3XME65s_h$1a`sGi|E=Xkb
z&KoFr{QLnEQ1e>l4-*<H9$G<29qM0lBZh*Q8Z;5b7d0VpNOE^?3z-^C6UrA!voMYM
zzxUZE^41WQ1L;XDV;V;|jd<#aKN;&#R|Bm?n~1a^DBwXCk6A$D)!b>Ck*a5p5gRX4
zfyV(p;s3H6!1jskVK{!MYsTb{)b`B#|A_Vp_;1MJ#x|B|L}Neu*=3~l8F|EQUvR1(
zvK9Lay){r9X@YhnF_3#iWnWWJci;VS$A4o18EZeOtA(gJmdkG#vNavWe?#b!6dA2A
zCIohOB)?k>Yv0Zv)y<z<B<rLe{ubOV3^a$3+Qu})65S%XW&aW2{g#EbPkIXrGF@kz
zvG%q6;a{>GJO#XSTW2<2-~10Hegzzg+!;^PoB0I-%z6VQ&2oD_{lANbfBVF0Sjql^
zM3giOg~}&3E9vUV(TA0pxju)6id-PXUhowqYY@nXz(de{ze0v$`TXe3Az#Sw>dPUr
z5U4CcZ2WT5mmlt){$0YP&v+^sDzf?Y(w{@H5Dp@APNfhusgBSBk_5)dC-}#64<OVK
zG{GuU9Kr>tDSn$Jp3_5B0#v19W=_ozy&?oG$tOThVvVz$W;zW7nuOLdzwxY7eq&h&
zvMwRxG)VLbHk@3E6{Yfy=Fp-g<<ripnprkPc8%s(&pMlVe8dZIJ&UDAnNc)2^nGuT
z>Qil?UPHWydW4x^G@Cxxg1U%&lvoLQ6nV@2m<2oLcSPaD#`i~>{4|-_g%z7YJr?)M
z5D+8F5Eg@;!f~|P$q*RM1wJ@IW%|krQ=D8O;FeD_nf<`6-exk(>zdAy0L5}LBE>o8
zuun6N%n*~(uD-7`rN_*UoSYDuVS>LRNPYnfUZn#5^(9`V1Lk0-6`+h2kPZ}xJxT-y
zd*lNoODYIiO8m=8f~V%PaUGF3u`)xZ#ISPUA1a}A0_jAPbEIaCkL?{H+t73hr&*3I
z93#7yb1Y|_j@?0*eF}V5GcsX=Gm~Kg$4LW!9I4w7H>+$}{{u--Gl2g$C4rU?!X*59
ztO5uYZ1F%pwb(rV1R~M7!|0R$t10nyJdfzk>(M4apMy0kwYrSxj??L{D*}=wAhr?R
zsef<fG|zG!>wvD=2tni!!Uo%M{s8W=;k|?b?Y+4HKIm8ZhnFAdcFmZc{WyI<^mu(>
z=$PxC=au++Hz#{$+7A`_BW?xm1K=&xozFLu9cDeN7j{vrt!_huoP;$Vaxe_{2l9a!
znmQ132=GUw)<9j}z=Z}IzE`leW?)O5{kxxt0Tc~f_>cj(9+JtxKNEqe4Dxyozwu0l
zf25#0=-W&LxYeSmOH?TD{jOkE70q_6sZ(zqh*fv15ZwD!VenWQpfXhUM+JRYfAL-m
zy8QEKsn>#RNWanHl2bi%fKpwjBI|3#Jf`#fPh`!II(h}=63uJ~i(Cevab_C70`ot*
z#o`fuh0e}a@0uY#nnDHX5+&*|r=bowJo1u`k84eqI(>x;N#sNCD|wwdpBJ$A6`Ga6
zD(Ca&4@jB_tFIyUktMKVXC<*CU}d!9Wrf3wjO-mU0HR_20oKB<2wS1C;)D<G)jSUj
zs)HwmlIf4COYSk!V5Xy`c+@b{;E(q(G7z$2rU%OmoBUxyUp7R6G7RN?{-gf58xV^f
zG>aYIf^Wz`X9qoG2u^N*Ms5gKWKzwWQq;}6QZXR3a$d1&O2;a<?NtM*(LPP`@zk62
zj^kZZ=m&)UZ+_z82wJO9j&H@nD$?goBcyVe^$%XH%*x>a9telC+>^1=+N1qn42pYL
zn02fa-x`RO-T~+pVlRk3q%%Sk=btx}&KO+Z)%|MFU*QA)<58gL8JO1kd?E<^hovCC
z;Q>AFB|L+*N9goc87$YFg%Q@`t;n2zcg6$3n=<c!&G{#y|F{$h&-fl0&k!DQ&+r}q
zp8hOD`kLfdioi~Zu^<qysee_Aydrjv{)qGD5Arnix8vdd@O?U9^*NA1?zY}=yXtah
ze<JL@Kun|P68%Qpg}f1bWeLRU4gdT=+|6~xCaB65a{WdShIjpon{zaH`1lURM%sSI
z*Bg2F@Fz0T-uI2NFQFC)m%XYC2-Hj1AHpqI^s&k~^kK<;Qb6PT5E%MoWpw&%W%z1e
zwE=2lTVYpYFVep99hHY@nCf7)VapvB2x?Sa=<4w0{xcxrb+AO`wWzCM2kaJeDdN_@
zLWa0SNb`W!ZsiT@t4iR1NR0Tlo&SffvkZ%}ZPzx6fV4=1fQWQ=gCgA}LrDwLF-muc
z0@4g6-2y|;Foc9KbjL`8lrX>$0)oVM`>c51wYK&BfNlQqgL`JK^SF+4-x-oy))<bo
z)npGx)nt$Od{M>AzyYT<gm3rbd3V5i(BW6#j^be7kich?Sb>k_?lZ-ac18dAcDVNY
zLoxIJVp#lE1fpEpgx>W-Uzs~PJt>EFGB`TDWvh<9Qn_IcKjZ?r<cRa)$2uK;JRn)W
zAOC|Ue*K>I4+?E|tsYvyZSuJ<s@T~4>V$diI3!-R`Tf7+E1umZ9V)41{<aBJ8)e0}
zj0cWRKPrE5;#+>I=|Zs;{2RmqZ}w@R#=|K0Uiby3nBg)v5~FT&v~-yl37n~RLmqy`
zjO9mS#^h2Du`dfFnWm{(uXL^Sx=GoqyAz&PBNKMh9|jZ2=Qff6fV(SUuC=mXdie66
z^3>+T@_KL8=A-hyjjdB3#{Oo#5(>uYhym`L*2R-aR>hCZe!E_2Pg-BOO_E(P2FnMS
zbu+D!rf9DvBx|oH9I^kNDsBJ>7=Dv}S2#BhL!vrnF|1dgzVffRr$B#T4$tTC$ZyDi
zvl@wv=5Ok&N;$!`l|zgqKiidqmF*KRGQ>w2#pU93#jl+MiWH9t*xFeM$f8n~$(54j
z9w>dZQG7tQ$CRaTSB0ERIg*@A@u~IW!Vf>I$~fP1Xw%?_3XpAWT-{SOu7|SGTeCm9
zsTojfzAwI}#;5Mvu)<cTIJ;;V!%>aVQZy+vuMgwMd!%Kk8qdsyi_2d45D=j&7_xq0
z&Hk{f_{lD@Ty6S^6ZyLjEsE`S+<JL$o{2oABm4A`ZGfbZb0Y4IcH{jkZAI=v(TVqO
zG#Xjv$r(PxU;a{j`$WpYQb#d;BSsNaNIxNq5Sm~?5KN@}Of&!Vb6-C1au-cLVQHE7
zA#9)tz-X*)NcB9h;Sh|YIbh2F2c<D^`f=h0&*{H$8ss0<dhDJ+KCt}w7}-gz^ptEs
zQGJvtCL?(<OO<8vlr^URX<(0`&3qnrOh(e;#|*V+_cR~h%UX=;y#M*}{p9@nSyuNU
ztM}zRRLB78hL;z=!UQR&0wIrn&m$W?!GsJQp2t)VV?XrvJPb;G0x&g_@yLd5gG)Y8
zUUDl{UHwUWVzkphQI}<$^7&a6>ns^Mh5RFNk1}vgk@;Q0g%w7&@R8wCOleP3o86n$
z;X&(1*&Yj<yc=z@KiDS}o{#<5JQF1pAF%<^e#0&24;oLI%%|E<4SLjm7z$~9CebwP
z$&{z2JR<dsm(VeP%=a+;S6U1}-cZZcGS|x0FlT|1i`Tnz{h;#9Zhiq^VOjZE57_xx
z7$1;+RJqhwl3~mJsY7{`>I-Ru_-eO3ws=_c0o6nQgZC)jH?J)h;LuE;a{;M#+Hd7R
z_TZ=PPl6wI^qbqc36W-|536jk6DHyeDA-xo-#1C+QN~T`vb#^K{yu5V?jEfgT|b9V
zRvdF|it@w9TE&_7)Ce6}U5j(xCTdSAwWyKquxcc-4(QuC))SdPcvK+l+=-L}>UOUI
zVp&?1vJty;qUeCBool`JF>O7c3I7F;NuJ9yv8VK`w=cxlvJ<sVSz`aefc(^<noD+3
zg3Z?O)N37!*7MHs3D_qwU^`IFabAec&E49+yT(Yy?m@>)>`3b!&T^H`*#6u*<Egi_
z8hi351-m~CI3#<V<tve}M5nOyCvB8>7AwW8-6+LhH#jDd52$Tyq_)}d(5fKIHdx5}
zdpfI?*skZA`YD9cJ}Z<a?bzXFs$KS1Y>0UIpEW3rK4pH$M)r_Z@F6>X@>9-aHrixX
zL@GxzdsHfo{!><cHcI^&c0T<nem*ZM$?VTBMz!jaPJVrg{hasX33VdjfYOGI7d}Fy
zSA&lwJ%zhJZG+3}-Rjm86tHr7x`FG(g5WH9gpe$e0WfRoZY=N=>HeGzJ})12B`=-T
zy(j0%e||N^$~<Ev8h!<k*980`Wz-opDqb+^RA}Umlkx*Wqk2eN{}kt^eqqi}0}Y&7
z{UQC}4ZmXrb@1^MKh6?Lzs$De$*eYY3znJ`@&0Vi{Q<MEh1j-hhw~?xM4!`@*fy1A
zcBY@-s4oNr0+SN--zO#vu!n8N24=MfCXIQ?S#F%jPf=fl2daG~2(;Wlr&1gfUx=}O
z3OrxgroPC%dKRo1HlVZNa7=iSc188QqaOq0ee4(9QN><*hzc3QWeUh(nU0lV@Rw&+
zcZ&#c*#y4mt^zO0c=BV4d5U97c?x6no*Q}$KIDodn6VV#iX#}y?JB>|l`QmAnubzI
z$v}{kzTyXGHU|riF594HSZY+gzSy9)q(00*d+>CduxK$g`dFW}JbBKU=4A|*R+^fm
za$3pYjyuguxlN*%VP8~V7IGQ9EdOHIlnORHO+7LElp1TO^@ZxC^rq0u=r7q`QD0PM
z%II{7E0ixeltr}>N}>f>rHiFmC5r`FWs60Cd&1zrpjw|%x4J@%Goc)2DE&nifS%I$
zBFnWo$0|nuGD&7W?P{Oq`|G!tFB>uen305C9pZdk{fP1|Kp@Q_8b=2uwFBs=Pepgf
zo-2R404M6LSKwFpm4BRm>g08%sN7pZRs5qOa=P2l#)<5&kwRZTqQcOLAgwgd&QRHk
zwMfW-h12p&SeCk0QE8d7fpB?dg&>7u7llH>rLM9yg*F+5njVFgV1-yri9}4<J@w+J
z>a$})>IH_^yhS2TMowx@VxrMm8Y4wp286#5ai*%gg;WL_<t5WXPLfUGrfSuNMh4F1
zP190NvH+x2)wNK}z)as+*Q~;I+S>`QDP>-1zw}Hupdx5G7%+h+N+~jw#_Ot7*iL)y
z-g}oUl{TLtrIk}Ks(-7yU48;^Tc5o9*itp-@V_h)6|MkcWNDgYx_w%EI%xOKX`;WP
zY-z5pPK86oQu+2Y;V$cGjK5ZU!LmN4{Cpa3m*w>1rDjmUSN)Z8%rxmP`)TZ`(st>|
zxZh6T+u#<gSBZRz)TOcGN;@`xl@Zb71#f8>v{lBF8pGlXi*{&QBwUN{%%@5LtP$<v
z=kp3?j`Xf&42>z?6K?Y_0(Kt0RRfgQS$r?jONJ&kcL?4p0kcmgQ~^{{IWe<C_g1Tg
z>Qy%M1*!x+acUq8F!WxukS%5W|3nsVRa(fGG7l7dN?IqDb{OC4v`{Z)AG|m(`7?37
zbLZDH{|B-ej0&VB(G%Zx$bPB%Q^;m9zDOwPn^@n$|E2hs6cS&u{?k_~OuIPcr=3)k
zc1hW|<6Ehm=MIx{{!Y6t{&ccAxzERnndwT&=t>0X%J8#_IkQS>vq~hh%5Y4JSxrkR
zO-n=plt^~&i?NdJiIW|iUkd(Y?HLvd{3YoVLpzke)cq;jvn*cJl%OWiJH)?~{mI)i
zmlfPg;1dfw48Uy@b$j;m3rxv*iCf7z`j#FTzkYXIy8{pr<6X~7iJ)+~O#fs#rM%Ly
zafh9dpWt79KtL*Z$`kbQt0sW@n?(IY17ujXpxCckD+K^X<maDX*q6-LAA&Uj?%(9t
z&+T7?m#n~GrqxlfGKu+l{tNGt<@)1|W=KKD<jPOXFVai)>)3(b4SV3DE;CRwxD?AE
zk+X-wK1M(((?;_F`EaB_!CcKFa>!*IzQdCYRb;24;DjcT!Dm4sEL)plqJCo<Zd=>E
zxCl=nKIDim4ZlG+=Rm5By723adQHhv8H2EjenT5B;g=a-G(}6L3?eE9rfr;r-(|FD
z%9hGag*x_&*w6`UWt3_Pmr72BI}SA3m<qdQz%->xWv9Y+`v1)+F%_{h@XN+uI4I+*
zrhKWqa42m*kqxf!i;RL{0ecDIaN2=58)aeJjJjb7dl})d%zjN9HsLzWN91Eq1wLv%
zOc^c~s2HYT`=sU|l%a|2(|lbjIF(5|tch!5g=?*gYwPjeO7*?XoA=hn?`?gRtrV4Q
z?3Aqym2K?>8!{z_&FvY5^GrH<?5G4|Gg*iA?P(i6n{-v#8T}ugiD4sq`i7jju01<%
z!PZRKVGDbvhCIp6M|LEF(U~m6dRsK$&yroA?X(5UGKGgtwwSgafpZa^=5~C7>6zTa
zFSqExIf$-BJ2%09Cx6&63MOQ-4;yUJo_zM}YO}KttjQD~Hrrx2$-U?dw38Fe%j6#h
zZPB0PTy$O81=k_IFS;;_@n<KDi~%^p`l#>SE@Utcv$%ig8e*x$w%_LNizSN!Tn!QW
zZ&VJScsjF;g$e7aW(VhurO{S7Rk80H7-xqdRvPss-zQyYVLWE>ykh{$us-ekpbI68
z%j{G2=&Y4<ebe`O7X}!gSwi&~Fjdxn`i^uVhjA{%xsJlD%<8MZ&$`gVco*Vb$Goki
z>vO)3x=_Qo7e4Keo>>Ldw|`%DVS@25B<zooSp5sw5yvnZZ>3US^nGHF#+yevo?%Se
zioHJN`+y4%eIK#`-{nbm58Gc`g>;mb?bIBRSjuUg!JOmXTW?(Hlqlm2CF9gy<Ik+d
z$tA{FuZ<y_#<`TnNomHJFOAb?zMJg1c#}w{=k$#_P}dU9Dec*K<F}^1Lh?C)YPsiL
z?m2lAw?ba^K^??v>F2ce?7azF)0U8K4nDQgbFcQ?yh&Trm--GINNWLnHo$wiACM}G
z{2v&O>*)UmaqPW5BM3-qM_M?z*NV@X?YW+j1f;k3EjuvPlFq5@*`DG5Nex2EIat>6
z&w=)w&xrp(g8IHX$k#H>>Fhb25&lWLMg}{C)XL9Un)C6Ar$-MBZLS}Kahk({QilL2
zl6#PHJ-pe9FOqPxyV(OEA#V_wQ&5ledh|-N;CZl(4u^e?YVZ;p9hH<|-~O@qSL?vq
z{MWQ70($?~v^WT+Y>qK!g$jY9DhFS#e*ud&XPNUt#X!-OLo@5UVB+TYzyVkg73n-E
zx}F8*ZHAb0Lq$>Vorjv%=fMok@#gGMVN?`)@ZEX~ShhLWoc}L%13h%QehJ2I4*OqF
zjsJ<%_(%6ZJ=E*@?=%jrwaMnUd=Wz%fs2N2bmBSLT_YQhNwyx4YzmNU-;dwmh~J`#
z-;{{ozNfwMRC|j;dsD=XN<2IJ+sNjY=LrI5Q2}VPWB|mB&42MSvdq3!Z_aw65yXqi
zZshRHg>KhPnCAk5VNu(S8lJuIZGZF3^A7?WVDA367vf)5h;KQYH*2Gw+X%u%rGtk)
znXTQgHldy<1pT7c0hLd7>$j!N1J82=9uVh}oo57e%Wmd+jv=TQH4Z4xvjV=gZ!UXc
z5TuJL2ju6Of4YM<zk049m>i=Jd5ipVpw-}wlS9ALKS^VK+uMNQ;q*3%e}n09?4i<y
zO`z^-*ha)uT;P4C!RV4Zfxq)elM{XvU9;E`S$-DZ<$vl<(3U9EZ|2MGPB@&{mg94%
zz1-V6HF(IlJe0nwaa{6ya!%!`<$M02bVALfKtBLOnN*YdPRVGk@_1&_>39a)@~LG+
z%>e3$^U1s4ErIQgmw`b5oHEh9M|>;$Q0v0}^63Cv)wu`0VRi&iIUKcq!yL6Pye~Ni
z;5yC&KC9BlIlo8$0ytJaVMfnYorlgh0*>0J=8uAYIVNMqNLTTWBPOMeBQBV)bc1Q+
zKQnbDXrj9leyE(-{;qR;b>VsC3*asFZrLx?uI%I>3G3?@_kez_I(mftgfoy!UP+$w
zLPSosT0XDK;aD!1OP=@8;CSjZFFCJkY@<N_1uJRUr%kf!@(n%4b<f;>gyFH>YQ+X;
z?p9{!%Yg=&bjZL-TW74JoW<mdy2Tcy#inSm(fr$B?|IE&ZL8Xi?c<YQ-;(qGc3n&L
z{;9eucJN%3gpDLyLfDRnrk(<kgV3MG4bV~L)YhT%?<Sz^D%%mZk|CC`(&N4bKm1#A
z_5RO_>(=>Uz(vrd_W)*_^bqgj#g+Aq>T3H&LTU9{LP_;{0vf{_5-vZGN3fTE<#^q(
zF;?ulJ+>tyaB<=o@SE^T2}mh2J03O*T+m->-5AXW-+0eIzaa@p@910EW;!IjP`R?b
z!M{xnLCSAi9`av+uAFa(Zy_Ol9ozDUOcy#=4mX6iX+URnJLFLQ!cu{c8J?&DP@>6?
z32|;tCMgI?Ur`a1ydongdqo~|Un$DQ5gz%NSz<r_L9#dKzE&%H<W6NN&<(X4%Tg$|
zQVn2Jyq*({dc(}NUCT*99d}vFi52o*tLtgTsjUGP@Kak%O;L4O&-vYpFFX8|haG=*
zxPiycRO#w$nN}Bhh8T`}ixvlSDup_J$yAO4ZGlUR1_yg8YDKFc{Kk!dvH^IZZ?#Op
zMfh@(oA70nlfvmQCk5gH`?If{)9N+c(^R|n-$nT=T>rXMz%D2lSAA1u`B@?5SE+(Q
zLFTymo1|rhH=F>rzYP9x{=RFJw?aTc#JJwi)McZeJa5Tb2$mub6cT=sDCiV`{Mie9
z{2dB({6Pio{^A9e{yqgE{-oBS0=hJ*%VsoHc{$w=tjh&7Y53w)nI6Y!GChrZs7z>k
zH>3<`vZl+K)8xr1WIWc?WMb7+XX4eQvWb#lwop}NVtGoSrf|GcS(eD9Nj4ez>z6Mx
zi|q4$O`V5<-P4^IPJplWw|**_r*nrY@onDUuIufE9FBTEj<VG$#^Axdqp=H4j*w9u
zYwfd3&fy^o`6!%jg`gV>D*V`~*VZ3v4UNxMu*?7UP~||zl}!2Fm%nhj-*?{Sa-k5z
z&z?#rG`mY)Udy|U!{tKilHX18pY_uTkgm1+rI>YIt);}{M-(LZK=-s;Z!N<^CaBEg
z$sc@5ZQNYlwYQhdYnrS0l%w`K1>N#HWl`X6zqN1=z2>LpRR0uDFCTH4qcFN_?>!8f
zSr<tj6?VT`v$$kk3%;aW3p>>HO>O^3kTB(ruM=6e;}hwya~`?fO?XW~X@Or8CEjhe
zmUC$FJMqT&clk<Tw?hy$<=6X`QSO%lTvrc*2|9YrZQOv^2Q<vSMNRktr&qzo8sMoK
z^0484?6Ubl!}b2-noT4PCtVMRplKXgY%H>aPrvdF`F`Pxw=sMZy#9(c#tJ-{H)=er
z5UL?Nh7!tp$mHOq0hbYFB~Gb+-FssLASSvwNsD>c>u+M~h+Str+GOa$CWczkuTxSc
zt1J1gzM|1PYm*)KxUL#7SLL;5#4w!p8tzf}YW9xWr0)$F?qyk10YK$mpnO`F{@rYk
z<&5&r$LroZKb`?$k}-g8rHuagt(WYFs%NT%=_8hS%D#{5z4$*AJ(DF&;waa9d<CCt
zQl#|Q{cW0-eQ>mC0a)5Ga-LrR!YkkC1BaNz`>`KB#AJMkjZ}?ERgI1Nrz9HA5tGaj
z8&e*WC86<|ca&^9<^*VU-t{c_&qim=P|xNM0?(3Wb>KUi3>Aa!IsJkAKRcWxo@LD%
zi@d;BQOuv7>mPTH@_kihco@kNV)}a4f8ZY#`>M<E=8}!Y+ydO#lOH%og}!QSJQid%
zF{mE&58|UzUyU~2Wim|6dC#98*hd9G=*%NWmKQVD^S7E=@>@NS_bb^-45sJ&2i{T9
zZ?&sO&4#`Fm!(|6lmLpjLH^}Y^lxE-FEJg(=CsYJW`iu7Bae#%FRQsW$E=F)>OZeY
zG&JT)?ov}Kv7v3Fc#5OJtY1#S7Nr5Kt=J_N3Mq1$#w5jPDB~w;CY#)4jkQa2Nq*&}
zsy)DpU`^OaQ&(jz(bsnbF1d}k*wfOvR4Gf;^<P)S7{2_%_A=c`RkXxZ-?bv%5Cq5{
z)9F-+OO*9(D?Uye0=&<3U;-~O(s!=-G;QR>-jpt-%21-M?*PaYUhcBJOZQimEwRvd
zuSftGo9w6QxT@GC&nK-MKZqF8u@R>$tFn~nO}=rA6EUJ=|CG+A`cE~I(<mn8N69@-
zJ@w?|5(>_jSx-vTcJ$w;a$XcyT;6hNrIcz2-_ThVbl%~%zQLhNzyI-<W$iCZdLDlK
zzqQM%yxL?g$H}U=*hv@1co9$*`$#&KDq)Gz<c~P?<ilIiRzoJ663WTJjs#=JcgPox
zT1Z>R>PBtT8u_|OWyh38$@R=erCXbl>Kj4tR>1SXxu5K<5m4M7GFCUqyi@yDQHqNp
zB_177^;SWOGbdRakIiIf7^4AfGk<<7w;uiWIn(Qsp-D<WQLEL$x0DEw1x$7z!9(is
z66r8A07|u#a^OIf#<+3yx}-16(#W4nHYHbs|Cg<iKWBTgg@$`Ed{TNR$Ug2D^Atx=
zDuBBz;h#k9y)yy^(A3}o#Kz*>pQ_KGQTFY0!hW1h1utvF2XjL{HoSo@uMdy7q6gNz
zA|G+mZ*WMO#wW!NDbpru)tlhHj&&K~VO_9m-Al~Ld~KJ$2a&A@@iC{TYP^P|YoOh$
z&6WAGO_cb`R+_y05DND15QXLgA>WOXDhFpacD;xZ_V!u`h`AY*1(gOE$To4kUR*b&
z(GPsuWb-mWWG>1GEDlx+p@*tB#k|ZAudG_qqz7|0M!l#JmB4|H4<MV_izNjNv~S7*
z^~bzLOTfjNiidM%=2t7D$e1;!%~(p>3>X=Tfn2bfzxkLZsOxXDaTEVo(Jxs>vUY9o
zD06A^o}`|3a>^!!q^NVRR?5`1uv_UK;a>Bxh@Zbzf0~0G3B+Mn14=Zcx;l_1NK2}T
z5V|-|<2INBL5Bx{wxfd8P#UYrsAe*yNt&o1M8+()C=YRL?w2cLX^~%pIPTsP2U$Gj
zhotvwY`#AB3K~rV4gRaH$Pb8<2eXCL{2JPnmb27`7B=>e<28+zIWfsT4l&1!LDOmH
zgMWlX|JD?l-fc!47Ytt<uMOiICk;m(>s@37n#(cg5$&}A`q;Ny1Q(iHTo*29HQafG
zS1reW7vaHsgVe(Cf%IRmL0_x*TaRB}m~OdUv;@8Ypl*}!R~N8A6(*m})??YAr8LYC
z=`SBp@Xrt*rh$Y__G5#K%qy9b)T<{ajaT}?tR15=>>UF#{2e209KfQ`5YtA&aoO<D
z@%AGo3@B(Ltz$@jBk!1>H9h$cCKEJJwgDpGz)4e3w=VghZ^&7CkF!ht!^1C;oNMZl
z4=ZR=Iap0U>cwy?<LGL}nB1X^wHXQg@|~jfhwkUhF-p)DVQ<cb{?V1}B^N7pQH{PS
zQ&5_ax=G1r{pH(BqiF}rk{JD$9YJZk>cl0b`WhAcLnQ#o_a-<P%}t#8{_?C+<ZKg^
z^_zf0E6rXVZ27z-YH|`}>{!xhG|%Ch=B*x35;3W_Q~cJbh2vG4o4QX)^rXQ~$uFZz
zj-a$)^^n)0Lb|lYL`Ls9UZhzMdc2Ml(x)wnGeUCMrg;wfz77}C%PiJ3vPqL*wNTT2
znD&&_L`_dWjZ-}<8EVIo8KaZ=Mbn^^TR1h7ptzHuFrT1wm7pMzpk$n&sFtAYFed*)
zOmTlqVR=j`kWFxdQxStQufNtmGb!iMr{dN~Eg2Mgji^^Jsi@L7;&x7L8kBn7UjKZq
z+(loE+bp$uQ0#SU{foJZJ$-NPfYkOuxz`<D&m_wq>637)q!xuG7)wG!dIs?=SvHHk
z)FrP2Smp9gA6gngIY4R7gYP!q1MjS~b_#BvhCG|iuQh4M&-`ebW77Ht$u}#GHT|G%
zx)zu7+%<s=si;BvAilqkVjAh7%4W*3$wgt{OW?r?%1L7y)Y(kW8bZAssov5%xooMt
zn7+DnuA<T<{1P?Y?L^j8UXx&|$rL|hwSpz8NIVm5E2>G1O0X5x7cJLwYNRWo0)67j
z&oXQv_(C=FW!|uLS2yR2#=A<!nM#PR#+Q=mNhjK-DpPIV8Y5lqOSUg*fhp62Uk98h
zEvrmtsLPC|EbW?FZk|+%{-QOhu9($#u6#G$62@dwoqo+yNj#(MWP7b@lwGbhWA6lR
zikjDVErA&=l)KJ&I|VdF%<JtJdmFWuznXD#@@a~mH`p&ZGx}2=G!yI;@-9?L7eGTB
zMVG$_3YQvY|MG2yY*+PNs+1Jkkg+Tt#9mGgULJI+qANrGv9H8;Ds+#}+Q_bC`?FQS
z>GVZPNy}jB)YIg&!eGX6_wCA)ckkWnqzs}0H4KfF3=Mk?%~=igOAMtv1S>xeR))JH
zxNx=YUm8)aaJ@XOHWGaYkuu9E8hyE4aWaDgSd)`lj9(S<y-cqd3Ze(HV)Yf}cWEuA
zuZo~AQ5EPJ;$7u;DJ>>Tg>I*=2Jj15<-!cZuJ*h17HPECa^-=+Ii9k^X{~<`+)Q?N
zp@?zH(&4n(UqQBFWpvkZ#riZZ#7C|y7m$ln&uCnpQ~?O<%lHb^G#V(^milY7S1;>f
zzMKd4&HTB%u9DMby40>rxO>|G<jn`tm0xu&FK_fLD{5xMcg+CE^|FrzU^6z9ugII>
z|4O(ET2VU9zI=6EaP#YxQOE`K4We<;l##avqBB%OIZogd)!2PWRZV%cG!f&}+xVE*
zm~cX&Nr2ZpcKk`uxkv=nW<b7@vtZZ@Q*J1&=rdtQd*W%Htd|Xr-YXg-YXK#arv|3r
zoyx{7lB&rpm6J<3XV%7KQ_dCf>P91F?#i^OL1)Uw7*p2jdLyOEFE6LQIEyxBnetY{
zj8rNsXQp<Yi5uUWvQ*c}={ReZQcY$#jg(SN0NUs;O}`s-oU0pW4ZbysnVMDSeARW{
zZz3^OsZN<SK^MN8X>nX?Vl>sMPM<YH7oE;rI$oFEoyP)%(yH`T#1rqGzBR4^6Hc+1
zI(_x038d3{<I(&*;I2R|yQ<g8)3gne&+4RRS|4oUTrp2^-7q`(Yr<3mB?SB)nhrG3
zcw<lonJ(R_Y!Z6~sDGv(U&Cgth$qH7J*utgpiHQP>DxX}Sq^6eBe{s+8!ugRT^rq)
zkk-+w>sKtdf)-=MS=1u(eg5rSZ@}ZT`8m&9BhGO4Nu{XX%KTIuugITz?r=?h7L^}s
zLVtF;!gLmN`{DX~h>iR$it^8&j<)YfCc-d5n%~ZS-nV@TuUMMxJ@!|nI@0&Hx_GY)
zyjxdEZkt|{k}%TAT-68%%-`0C2E0D}vMSnzzRe3b>%CnY3ue4}^4s7reI>y=EHV6c
zTcg!n^&*krR>%oX;P{8X@+>sOuc_~Ls4C}C^220WAznM>`*h*k#;}VAf{OThFB%gO
z%qI$4fBN>*n4J}7-@6PPxiQ_B+~|PoM13ZfOh0vB8KG-tik89m+YM>%xXx`piQFRQ
zr7?Xf(tqn29jzRxd<i=EIsW4&b78jwkyCImo_v$nYV)RK{7b>iwT4gi_<R8XUW^vI
z@A~@>+U+D@?|^Qe*Lk0jMvBAvfRRCp?XAlj^EWnc^xvreOdXHAeRs6g!00Y%cxt&!
z_<}l$kK`Z5hRM(4@w9?U1yD5fA}GN9lF1umP~h<5_K0aE{d(y9bY<*(X*{5SR3Yzb
z`RmI2ucX%xE(L!XSY4A`(_V7(fQ;R4Z*t`OZe9E7I<>541p+eI`|eo?R_Pn3)qb&_
z`Q~(mB3Pch4Ts;#M);hptX_Y^y}IdQzh>+<_%_)sR1Z0HygiN_vR428xfam@KistD
z{$><aO=3n4o4tMSPP{+`lXX$~K3e<Ay7fBZ_f0L!jnb9k_kmi24*nyJ8?7t*@B6iX
ztP=nlarKWH@Yf&KE8W47+XQ0_x$<qR7+V<$nWr*)A$~}W+gv1f6o{~f+(Nv~!Z+wv
za(UxiYFVmH%h&8yc6sMqZkfH!Jw7b(Hzp!5a8@Cg>VPnhPL4Ow|99MB=9;d=6-r(E
z7OnAh^<49-P~fZI?+-tPTyF#flWwYXC)o3Dg1))GUm0u}WQvw24xze{xzhT*aCpAP
z)GZ$!f`3bQBYWlWyXJ#Ancouv<$K%4!?sUiRA?I5z@SL>!k$}4VRxDdjzUkxsoPBv
z480(ajc+_khOf^h_s9}132Dj(->jI&8Z*|h*#z~x|Dbid{x(<;E!DBLGRmaV_Q99-
z=(6VIYP+Lq+u8(!5S*knneWI;zeU})y|Vk$PjZ9Z9xxleEM6b7(b->+^o@mGneB>k
zVha5Er}1nIpE6fc!xIOGrJous=}LSF=Cp|2^Q2&zW5o@%+mxFz4Cl4i#!SC+k~lbS
zM~5X(>Fb9;bjXyv-N=sRlMdxz@eQ#J!Fzv5Pd#2lG9$5QG;znRM899>`QyLfd_nud
z<o3(*`0W?*^ReA(BG;={f6^E3FIK8-gKDiatRt<HnP(HNRK<$7zRz-EyIK){4m<Ba
zf3b#H7g#4**I7qdzl@IvDzk=LCs^mLg{~#8Wvn%?MXnXErLHxu#ofN{c++g(?CNXf
zYvb$Y>*#Ci>+I|ByI5!cy`>(a(CZKU>`6z*naAySM)H?3gBeXQ>4xPqeZ7*RL8X_+
znEiJ}yGo+ROb5J$rb<mWXirR<trrumD3_DXbaB<#61C_|NXxpOAq9D_(vhA*YKE<k
z<<HwClsz$Kq0n1#|KmLUJBeM@>51}ny|Thll~;!$7<f^xeI7=SsYp&GDB+SaN4~}Q
zt?n!qKyq3Qdt)F%<N6V%yimB`A^w|dLbT9X1@#fiwDh=T4MY94H)P~cw&;%v>F?`r
z2`8jSbs-E#21R8mFDBlIP>o!|eUHwm<;DAGI)waR{@VR1I^kR-uIwJaOxMohpMIMl
zzXzOSRRDSW@vUOsxz6!<J>LcOgnLNHv3yZT??&vvEsD$i!^fD99|e(Ef?G7>w?oob
z-`b>+^akCx!|9(msSV^x6*O6I#Vv(PjWqW&qy*pD(p_v{*xv+veXUuU0TbM}Y3X_U
zX@_b`wiKj^$@pr*bZvF3D!&&Zu~T-%WOUgps9^)SbibStbhe%CbLpqsg<rj!X8Pk?
z(ZL8lIXArJ*isvw%Geg<Z$Mtc1u?dAw|%BeCX0!psEC`^WsAjArjVefs;;k|NA|sD
zHx_#V7fgQ&LbT2XZibf60~&y})85`64cBGYSyeMP9!D&_3Dg~rn)hQn_-;ynxBifi
z^NYKP!->Obfc_~&+Jpq1v)%e)#2^BY%j;#3sFCojz^t&Ch?tm|pqQwbu(yD>ptrEM
zIEhHSK)gu2XuP<#0FstGP7O)1PGQ?3I3+Q2pI(o}x;QQ_NmN~Vrkr-0W}9xCcAK7>
zhMJa|KAk3=E}b4kkD@`*p=ibF#OZx#eCT}W&*?~MNNE#j66kbjbm+(E#%Rar`DyrR
z`RQwDYG~bQF*F!D3@wJ9iH3=eiI#~zk0y`SlFpLWl759|g-)KngRX-<<PIWq@fqV|
zrbH$V0t)Q#um_JR?qhd{-S5Qe!D8zq3Jt}nz3bh1N8%2t?p+T2)Vu1~uS4sf`Q_i$
zB`d#Yi2DWWWth{mclm69pp_W7r@uoS`u>@1KIizuH#m)V=I`!@o;}0MX94t~L~rl3
z++7Mict)DfK2G?P_}87wJJ?~&ow`;}1qf(}<8YAJ<e>x49wlNuz03KGD-rj1Xho-p
zm6QN>2L3ZFqQ_VSR#-UWScHe6SgN5!9H9hnI$f;zYH5t`^58)3aEGRKa#<1AQhmpA
zxdXVz!g4y@te5~BFVQ1xzPssR|KTR4_ay;bwb<@qf33shfY0(Spr6h3%0A9G&N|Kn
zEWTL;nK2nLncbRXr5q_khVzC<!#Us(I%D|FaL91Mu+MO1x^sGbx@UTNdU(2fdSZHD
zdSv?B^wf0U^omHQ$hb(q$aj$*k!g`(kwKAJkpT*4b@2<$4194iHe^rsy_7e}T3;L?
zjxa~4<44C#$27-k$0EmA$4bXmN4R6&PX12f&WD}yo#LI;ow%LPJIOosJ25*gJMlYV
zJ9RrBcPe%=cMv-zJMB9~I}JOPJJ~y}JJCC3lIfCg$r{N#$qqy)A`wxG$dLU0$Sq!g
zes}`7jP(?@63cwv(CZ>DJ;Dga2djZO!L(o#up}4<tORBSzXpqfwZIJES72Fi5EvWG
z0u}}nf;GTqU}>-lSRCvFW;%Ix^7zE+<iUyViNMMI6OI$#lY1w2;5NyL&o2L5^Nz@!
z7z*1d50_^Oq}UG*XW%rvfsBBM!6PRlgd;;E+#{94l_So>^uyW1W+Sb`ts?=$0V98g
z|BT=b<BdcQM~|ostBmvw_l>ZRl#MtHZx3&eP!Cg&poV>heMZiQNk@Qd-jSLS_Yur6
zW+ZPoZ^Uxgazws!5inizXOQyT#SQDSx=%x*9F8kM5QqEeF;>>I2aTad<GAzB@qXgU
zTH)7H7}N1!LvV(|(z>{;-qng3<Nf294*%4Nv@)or{r(8B+1&+f5nbL^0YEXB7BCs$
zw1zEpF<SB0ihsxZYk&R|f!!Il`q)E2g5nWw{9Qna-G#rZ=<$$-kS%<`iYtS}K2*+w
zOM>Aue)nVChmY~~9~0L<#yifxKbU{l=^q_4>1R^Dd(;scoh7U49+b@_=A{49F5@+m
zFA^W%k%r;{t5E-^W%)j^c@%*H1g=_#RKBEbq;gnHVLDw7tKdVN|MDnXcGj%&Yw&5f
zX;^3kYcOkAYkXiGerU_-CTO-t72WITY0?IH2uX%aLXII{AWo2Zh!n&hatXnOC_|7C
zdk7W82$Bo2fGk74LheAqAj}YJ$QpzUG64~U;6pw_)F1;8V~x+O%gHWkO?JkmW&(t6
z%sh=z@cUE)g{Jl<Tc%W|R3;Eph?$YGk%^JntnsX=n6a3tn2DGf%ot`0Gl7|T8=sk;
znQ5D9n~fTen(`U*nev(NnL&-Arf#NgW(TGRCXA+xCX8meCb?!7CKhJPrpqRB#&V`#
z&4P`CO@mE<N7wAc_{8+YgwTZ0EY|o%we_rrbL5Omld-E&+05&AX6>`dv--1>vqH08
zv+A>hv-7i3vn{j!vzN2)XO(B!W=m)7XSZe{v$L~ev);4uv!k<ovy8L3vlg>*vv+30
zW(#JmXV+%QX7y$#W(8-}W(Q{PIVX$GW!dD|Xu&V5gsT%NVNZ;PW6adJU%#%ZN`n&^
zO>mjKM!TRNq0P~E(F*7%XnnL7nhWiOrbC;e{n5B+Hncrj4DF33L2IM=&~9i(v;|rY
z9gHSJ>!AhF_-HjWCt4D%gno^FiGGJBM!TY4p@Y!a=oe^bv@|*ZjfZAOJD@>makLMb
z6s?2iH{&y7G`nNQY({2Q%iBX`PY74~{=^m6ER}bj%9h(rc<wVS8Ri9xfepgAV017k
zSPSegj`=-I8HR+F!nR;kFbK>DHVYGjox!wWqcA=g6m|e(gyq7PVREpquwd8?EDTlv
zvxbqul3;qU378<P4(18_2vdVem?iVhL2NXdwCYOcCS5aO6|fx`tyn+q!UKAzZ!XQB
zYA3{y$ax8RcXF3xE!ar?2yCQ@x0V;i+fZFw4XbW)t#xg3ZP>5fZ``lnhwV2oG&0mN
zG%++Vz;kMI8guG%U^#WKYF{-j)h;zI)i1%8>Xw?88kXR)^|CP8ruL?w`XE?P-F59Y
zY`b9_PTfddPYuIc__ntO6c&n?tP<)~7Hs!=_m!os#OFr5$KC48_Ptxb9W=J?F}9*C
zx-I4{kQPf8-z=sqhAb8=`YgsQR+c-L$Cvw;Czl78k;}8o1Iu&Ey#S=SZ+T2^T&_oM
zP;NkOj?p;*&c0Cgy==kZJF~Ql%3elJBiMU_Z;rCn3AG2_1Mi>g6Ygp3q4(+c==Zbt
z7xr5B{_OqP$J>kEi{9_sXWuK^-`?Bar`}872koQw#P@yn&-WAd#`ebc`S<wuYxdmt
zFngGNrah+pyuG}A%l(yoc?QHI1OpC((xcu-T|mpXoMn-0O+W%Gdf<+f3rXv@H4n)}
zl7ynjqQ;`QqR&M!MemDBi*k#;7KIfR6eSf^6crU^7eyDP7v&Xo*yh_N+BVx(*|yn+
z+ZNg;+t#xzC#|Z!EtZ&kv=gt{C(`#8ZzGi91Gdk7k~zVJy3V@sy6<(1b=`H7b;|$*
zZlrFh?pxhL9jb23v(t0jv)^;xbJ=smbIJ3Y=alD=XP+m^bL^<|X#A+>X!>aW2zk^6
z;MC@hdXHv~mX4+}S4_rD`b~OhH;BC7OMUxHHp=1PSvG+$@w{xt(MKwWuWVt*6XFf=
zguH`*jXaFr8hIIc8-a~{W<7wnvgho(Ss$^tV%}o!#K15Q*jwQ7_68nEFwDo><ILmi
z?U^@;H;E?+n8YXEBi=jSGael8gOps)!5>w0s23i|JQ(({mkJuK7<C+_)$YfaCS%{U
z%V{(48r1HskldEqmfV)6mY|kOmq?dNmjp?Iq*0P^3AmJxgpcI8#JSYDG^qrs6scr_
zWP-Ggq>l8M#F*5W<d`(S1iy5RRE@N|gu4_*l1YL|l1VyG(o(`w%2IkoVntG3QeL`4
zqC>Ky^|<A@l>kA|`nTSq3(DYLq}-43r1ZJNH@@kCFlPj*fgC}!AQRwE<A9Vvtf1E*
zO3*tHF^B;a1i}UxfP_I{5Fv;g<P0(cNrM7FDj;@{1Be;~0*QlsK%^iY5I@Kr!~~KD
zg`lud9;o{$RTKy64aykhi@Jw;in0S0au1~Kse6{ROunLpYNFnvh)|l;Kf2AEV?C1i
zMp>IFP&}wWlmf~IrH>Lqd7-#~Bc~}!3gwT&MJc1~QDP`>6bZ@=#fXwa1*7hum{Dpd
zM-(ke66J@&LA^x1LlL7~QLj+4s2~(JiW~(-5u!9uW~cy^3W^;CLW!eDQ93AoA3h&B
zpJ1QoKFmJWK4d<6K8e!P3<vQZ^oxRStqYspt?dU750Vci4`L3u4zdpB4_XfV4=xXI
z50np(2W$tW2lfYB2UG`;1EYi41Mh>;1HJ>d1IB~g1B-*3gF6Rd2hR_>4y+Hz4w4S^
z4kiu+59$s+9;h7*97y=INq6P^)b=WCnOfXA(1ef4&d4qiBgn+JN|!#Hd2_qXR3jW(
zw-MAW>CNeg^j1(as0D-owW69)EhvOI0^R~|^=bBL@j>{sp0}JM&Ra=aNLv${6A%fl
zI;~?ZV+j6ceguDOO>+&Rrqvzc-im3)ATX^=EljO>&3Ubs&6X`IE%MDBh>q3}KQF&y
z-(&w{zvBP`{}|sGU_X)>Xs<T+t$sYFkqzzJ5Da*h&}(}tA?ucaGUzs#G?+D5Hs~@K
zFz7W{GWcdNWiVv0V9;kUX0S5VIW;~tJT*BrIE9>=of@55o<dEHO|1xz3-=383eO88
zg=dAkgeS<+A5VG$l4T8Kc5*9n9dk1o`y>1XNDr80ilfhJ83$Mb3=_68H#7G$*G+z!
z{4m)yIWXBb!OZQ=?am#{t<P=GVI+S@Zb=?U?nrJ*?n|OC`oO*55%3gv2)qCuJLx~^
zIT=1#Jn24}JQ+NhKbbulJy|{(IO#nZIaxaSb~1G`ls%NaklmNPV%BNaPrpli@;-p2
zEy*H6e2{*h_dwMDPR)SxS-3?dYU`bEjs+Z^3U7qR!9T+b;mPoNcqtqPkB39yx$q=-
z9sDD_0-gy+z@y+z@K5k|cm%u%-T=>rx5A_0W$<)(4Lr{$)aQdwxlac0PmA-Z^7-r&
z?o;TK>{Bm3n*Af^ht|2hf0>_yFEjrSrS|6ZUtSi=-2S2%7tAA!IVKQu7o&iAg0aCo
z#OPy$Fa#KN3>U@;gNtFq*kg<^Vi<3XHpUIZh_S!~WA0#{W5_Ui7(t90h7+TNd5Iy$
zxMFf{YaaVz`KDT9VFkim*ImtsMH^?1O^KV%prY?!e-RK1UvFI&wtUWRWlR$4869K?
z{IgDF&`Pt}Rp%y5^>X&t>8G4%@N9aOyNP^#u>JMmWy+~Inkf;xAAbYq7&|Jo`<Y(8
zgf0OGaVqv8Hf3ncGuC_pU50Y(X&kIhtY?1*IDt?sl1}_)EQ-!M{Lk(Zb>4l{iGBC+
z-8+wo6tQqV+~s<JC-NBk=QHel=J9)Pa2v6J9oI0iXJ+{f<BUJC-rjA&`j5Fye4Lu*
z9ue;QyWc|BIytPK2+(HS)x;^iBOEH(8EAE<_P#LzaK^@V4t>|@ZzT+zqDdcN#osLp
zo$91rmGQXKOk|GZh9w?m*2%ES=)vTBU*;|&_E_k4C*dmPA+9f88=f3i9<a#nv&w!r
zmiR4kD6ubbMR!_vSa(r(P<L5(PIpFkNf)I%rn{2(T7V`Fx8F+eF>Z91qX(@Aw(Ba9
z9Jc#?db<}riLM`L4I}Kwi9Zo*5seT7c@U8+@jej)(JP{BqHE$8L@$WH5q%?OAub{+
zB3>sVCrTkoAvPc~Af6%;CK4uYAO;hk5D^j)5)Tn^6FCz(6QhaH#Pme;#MwmI#0x|V
z#H~aDM1P3!i13J`iB*VHi2I0cg+GgZ7W^!3E?_QXE^01pF1{$TC?+EyBO)UtBPb)@
zCe$X@CLAabC=@6fD10SyC3GctC3+>iC9oy3CAKBJB~B$kB}OGkB?=LN2th<4!VqyI
z0V5G3AtNy(VIy%MP!O6G0}i9Yv*L80?2ATzinPQr7NJyWB9MuCV)pd5$Y#OUn)Jd*
zT;zKs8`2(0g)~BvAmfp8$S@=`vH&@O6hzh`J&{L9eB=Pq1UZL9AeE4;$W3G#@+EQx
zDT-`Do+7J}uE>4lE2J#49eIt!Mn)jNA=i;9NCRX85{x`S#v(P4Lr899CDIv*M$#j*
zk!DC~WB~FH5)T=T1Xf^>4#;gJ9O;8}M=~Mvkn+e7VD&+!w5>F-^s4l3X?UqZX?JO1
zsZHs_(&W<mQm;~i(!o-v(%sUm()rSsQvcG+QXX<Eq0DFGc0$=zY&{zSl3H#leUX_S
z<krbrp1^RK@fI))ksBBo2pfO_wx_cJy#c!cwSl;Sj{&IxlYymyyg|qm*3{!Et0~<n
zfvNjb98+(mB&HOno=yo(c}=NL;Z7+}*-ueTiA{M=X-~OLF-|?7BAe2i5}dl#EYqUa
zO4kBug0xVY;+o=Ga7}>ZsYR+us+FLbprxZVrp2#mskNfHqSc`pqIKK(*^03i%b14e
zE)||eC~KF#m18ZDF=G{$(LL^nmt9W4pveXdnuN31cgC^8^Klx(#U9+*&&Pfn&i4Rk
zDIc%r*`r_K_f*4(`okan#P%B}CCI<0+{uwajC@8J7eU;qY(@UhXnN=0M^m!Bd)~OM
zp-Y{NRywuR-{}F>9UfkIL}%Bkt_O|8qepk*@2P|pb=9rj^LPRbqjyH{Iz$k5_O9xC
z;50upCx+fZg=Kg0u9A3&H{&hh{hc_YyNXsl4=H@<WUzCwYr@4lvsYaYNq*lCyeo%i
z8Oq-UT6I1o25=I1!S`;lJHl5wEmxTi`BMo8i8mt%6r%FGbp^{M4DWK`r-ctHY!(pc
zDwRJp#Q8$-GUCe%(fll3hWnvJiR50-IX2$QBvL<NCMaaawP7at!AwT*>^aB1C}w>9
zd=82TLk^tRj~Se>L?h{*YZYwinw85=-vQP^-UI&F0t;RDa;9k}I)YE3$}ep5>&7MC
z+y$UC*dtL}&rb@XfV_#b@e%O36>0RsIsbHA`He8Ze<9uvJ5#_bC>r<tdGGB*DV&`5
zqt6@)z~eYS9|C*nK#$JtxlexUIQCEGU-$iq+QXNhxfh&|<Naj$g?~v96cMb@kuN_k
z57q`-fS-ez!DL`PuprnI$WZ<!D3V}5AU}BxCjKWq0kV^Z2^XOV`+gU}g<<c8sXd`0
zd-$9!awIZSXv!YBCmg#KDrpy=K?$CIBwV@GENQKsWv~^8NJ3N~G7$(w6ru!?hG;^3
zLgXOY5fO+6L@c5bk&S3YlpzujHHZ$sP`?j;&3=u3aeklu3jON+TKr1=pnkc2Nq%*H
z6@F=c)qXjC5q>Ftt$xvd34S#f<rk3`#TTD1+AhK`3NOA~WL-cmaxXq!R9s|UR9{3~
z#9m}yv|dDClwG7><gvn86Ig3l^H@7d8cX6z+Dej3>PzBFpg6TOy!klw#yrhY4Tn@+
z4`Ka~45fx*9%3G1-VvS=US1wv-fG@`o_$^ho*dpF-fNx+UKZYUo)lgKo++LwUSZw_
zUNG+oZ!AwN?-0)rFE?)`FPfL0H=8G$*NkU@XMtCmx0P3gmz|fI2gC#7Me)FS&v{6B
zNO==@b$G{kYIxmw+<7rPOgv1ydAyc9E4&@NAv__xw^fqWepP<e7gadbQB_gZO4Ys9
ztkoseud7~Hr&Xm@zpR?660H)gZmMdkR<0aysxz$?<92yxqF1?~ZX(I;erl%V+)3B?
zzRJ4N=98(Yb9WXDRtwCxaBrA*lXrtR{H*b;{;cT?PErr3bl~x|@s08I@v!*1_$KW}
zZJ2hQcGGC>XyYiH560KT*T4sd)<Wx{b<hSV+^yEF&aL49&e+IU$JlT)=0E8_=s)j|
z^q=(~^`G+}yX?RGe%W)0yqvupy<EN=07QAcmrIvZmqV9*mng^(1Z6aC)Nj;dG;FkJ
z)NM3qG+@+gG-EVkG-R}3gfd#OuMZRJw}&HK%0JcBiH#x`uEe^iYH?ikvYn;?Kc}r3
zxf!9Eh8edRy&0aFiWxhgUZOS=H}f$gHFGy(GP7KGw(xktYT?0x$Aap@n+2K$;|0Zq
zrwbwrZx=KdToxWJm@fn_JY3LU@LJ$nz+JFkFk0|l&|a`u2wu3ez`Q`Vpts<;aO+a$
z;^4aNvh7OkLhYLFlI{v}MY+O(vSxxyf~$^8jjOvW#)Zix&&AS3-X+BKcD2nTxcRa9
zJwDv@u%YhFRRRws;NyrEii-+IcVoGPYSq%hI*q;q@FKjpZa11}&WtdVj0ha#$Ow<W
z+qG4ldJ?$K9@xz|i&SoS@Mr)uv^wemYNlUg0ECT^0bT8Davqk=Op8p6Sfr77T@h;q
zhaSE}GE|IsI-%^{!mB2Sk9^76?pfgSM}s=K*Jcjse0kd#m$BR<#k>BJdBgxN58g5%
zCYrP}diC3(;BSgRIyt<&X#TGBHSWWgzv%)Qg6{*1++F;uAfPTyd_@Ixqod`!^H#?W
zsef}{VFQiju-hk+No}gZ#gFxAIAbVYs55US9;?1C#?_~<h?st{%VKgrl;#18jl#2g
z3d0|8>Yj+*Q-07B-~2!v;KBS*QjJu26ZzaYQstha;$77T_{`Rd3U*J!6_Z?^#=lX$
ztM-KR=_k7f43429ige7MlGs!YiX|uSI(}?aFlBK~BvEBA76$rmVZibiOHkrhRrz9h
zAuIr5qXYnK5|jEB?SzDIGGjDfl(GmXX7=;gkqD8Rgz_jtn1_-m`_=6z>v2tDt5n3E
zWG9aFQ`yniGt7nUDV#kHNW$)azVX0|Mlu}G)w7f(f%|bb9(vItV$5GaS>TBa{jWCe
z91{UV7ZtfDD~a;`mK%ApWwHsfHL`i_q3!wYiR~Hf&F#hQjqRV?3){2W-?x{x$G1b<
zbKAc%)Y9*<N!y7pShp_4&v~|@w7;vhjvc^b&q8J2kj}9Nz+~+~`<?;axpm^T;*H`B
z@LFI7r~^*>4RE+mtxuy*y${T%&ZptLiL{oqF`+i0F#)av)2Y*G8fzSbjlubA`C<G`
z{0;o@n#P)j8n}C-d%b&|dy{*EI~>!9fnl03a3&a26H@~d{B|t3J9sj9Fc=v;8oV6b
z6+93;7u*{>61)^V6x<iQa?^h^eKUNsc+-6|c++*02iy<AS)y6sED0<%EO{&)MYTm4
zMa@OUMX5j#Qw2mZg+<9lSwI{EDT4hCWLSpoNDz?}VZY5_po*Tc26vJ~f7|qsZX=oO
zk}$@@97-#y^fOC8i7#haAOrU>WEDjfH5Gj-ss;j_l%j^BN+8Bbu>D|L4g@&GK!j6o
z8)FNxt+UOvMc78!=GaEqrr0*vR@!FUM%$*ZXRN2LH?DtPZ(9#vuV0T@Z&@#0hpa=_
zE7qgdOV-oYKdtAi7p<qPx2{L8!`BnmYu59G%Y@T~YlJ%*LL2fMY8x6G!W#-3k{jw9
z-Z#J+pbfbVUxkMpJruMXrgkH9yxDi(O3P|5s!0TCcL?vrNs2lQR!GxJ(Mv8!El5gB
zN=vs&v`Pg?1xWsp{3DGgfhQF$-6z2==^(u=@i$r#mlBusk?@i7k@S)N&u~TRpI}Ae
zzoHd>$-lA6-%!O}5+j9?W|I0FtE@<_NXtveOUX+Dk&09Z!mHV<<ro3PD$N9ln3kAU
z^%ix+VDlhiu$8NY3-P7-ON&$UE&?lk0;k1_`bT}MIbTBTTRlGHCisZ2L&GD=Tn{vv
z=D7n!LhYec&{?QAlmr?N9fcl18KJq*uTX2~8Z-$y0erH1LOG!oP)8^NiUU=G_Ci^q
zn@~z<8uTS}1}X||f}TRPpw&=U=sxrnv>kd4Wr40kr=Y^XHv$++2#tk0L($M|s2Owt
z+6u*kMnkuu=}>W~5A@bN&)o8ryt(|Vj#nY(A+K)7W!_kbFl90EexOnyEK(XTe52M#
zWJ<*w4N>7POdJ35MzoR56i>A9v6C`yIdPPp^zO5qa>8C+y3+y~I>px_;r2zIB4KP3
zMDq_^!^M<<YRm-W4Sgf;JneqWnew0f>+zePR&Vc1-DUU~ub@(7J6`wG_w8LN+MF2e
z7iC4l<0d~{{^ERIec*cz%6A_B4`2`F())vFK7|1j|Bth`0BZB?+I^wW;!xb(3IRfJ
z3lxgGYjG>?5JG`ciWGN>m*P;M6e|>H@Z#<Sid%7~$bR~N-|u_By=Tvvb55AdWQHX3
ztVt&Ky4QVOzbh1ImUscPX*iw2Lqx8uMt;c{|F+SY1RS+B5-^4q7>rhI3!aGq=)2gz
z=)21?jO`a^gg|QiTS+;<(>W&m4_k-w?ro49;MyF^+XkNr-(cKD-+OJjZ+UNdZuxF`
zY<ZD;lKYZ-ko%DPrMstlr~9URq<f|N8F(A`0s}EG13zGL<qHg(yzHA$8^>HcLtTHm
z_?jSvgn#>f%W<9D_po-IANpn_ymirpcJKul>l`@y4OTX<9i)h_O(WHiLyO#tl}Hz4
z&SDPI6bVJPE}|`lE`}mI7n2v0kvhnUMgB#8WbLBYq8AbvW*~8p(a4HLCuG*5$)Y&&
zJ2C+IXAuJ#u^55uMFPy##dPEhQW)8|*oeGbBv>Rs#v?TrHIO5VBS`Qf7+JkojdWXd
zLz*L(ky4An5~32KP=5(I2{|aMM3F=h)E2q{C6!2(NQF*GoJ+jv{RQ#oqO0iLtO=l@
zE5SJbMOPhhlt4G%2}6(H#)31^brYX=NnmO86a-MgsNk8fOn>8mdDuLB-d_yX3~LU6
z!@^<VaCw-#zkEOstOw2p12$Fxc5plYP1q)!3{DmR9QydD1x&-H;X-gB{{~ote?x#T
z`~rp#!}nMBABGS64+rqTs$f;{ssLB`0qnq^4n_y33&@4#2ABmb!I%7(0wiIQa7lm3
zfHwaiSP=Xkb`QU|6s>77ME%U5j|qB9+No@{@dewE^)t3UUPZ`M$F7A>4cFisN(k{2
zOWtq`0DH9Zft(paWz9==YAL~HCC&9N3_=-gflb!^wT7bD%0so2$dJk@Qm`Y_LaoNm
z(ChQ#X(Fev`u2IN{Vx}W1fSWbsrN$9yKgM-YEWkxoGFB8s6%7Bd#s7Syq{%p<^zC3
zAwyku)?QzlW?wr)8XlRvuk4w&*!yxm`vk~>CtZl!@42x2Q-e0k_?y=kSNwfW&#)DF
zO$7is7xJYC63DxAEk|m|XF<OOfq3zV)?R?qQ$s(i@tgdD`cLRxx7RPx<3$*q1UQ#q
zB%ZtrXC>@73FZK}4e-J720az4Q%9LVhk<WKFw%j#_$JH!sqh*ZO%LH>+;?|^gKn(s
zu0WCa2zSc(UyzsGYv01zk4dW5Vvl-YI4z`0RBoY-oeOKUN5e3`f4Y*`%l1DjcgNCK
zPhUTi#HEk>%Lgnt{>ukslBCRgtI=!!i~rc@>h){Xwx{Orz&(IN?%4Lq^EGQ5Hh{J1
z6kanqs=N|<E&dM>u={dN;n@1h<2LvT>y{-58(`7^BpQRGiYvj}CqXzrVwc+wS1*tL
zT%p|(0^tR3rFzX_7y%LR2>*xx1%HKrUKl%!9nS7w0xN-+1lYsu;r9Oa0b8&w_?AC8
zoZLShZU6%&&hSQ9BfQbSF~ASz7jOx`3?T52hsDF={WV}C{v!ckIM^Q?Pz|ewSNm57
zxWU}~5B=$3dH&{bbN^-da)1;}%3mtr2P_yK?EgU26e%HV_6bER;h8E4YZM{tdu>^V
zPc&K~rLwwg<%EKfnX-XQ(Y!=#k60KwRA({YeIds0_y<hG$orN-5ooX8vfs)kU=k8B
z5);ZWTFGXQMhfH;<Gq)cwf=-Pmhwuzj=`9y^1YC(_$TJEjBRCa=4N8(dox*cD-=iq
zg)A;xI3aVSR@W;lTu8_VRaM4fqKWsSfYXN#l4qz2ICY3Y@AbMIt?&TcyoNJN!&8&@
zIRM%nToXU5LBoJg6cO3kMY#IRBL)DVGpQ4kM@DzCuJU=Lev^O6?)tRxy?7UNRq{9i
zCJPLJiADhP3eGC)aT-jag<X=!JhHk=cvbv36!4=k-9HWPqp?v3_$u*S@?`A)gOT$2
zxjqXhF}07=Mi1!Zl0VB$v+X7L^ucWc`J&Mk(Hxkh$5o9LK@QAX<1egO)Zt2RS(Kt|
zl;X}3C3e^!^C^b+VU{Im@nyv%a?V9Ms|vAZB@XqG*?_(Z&V@TGG_Z>&(Dtd@kbk9~
z3;nJ1mme6|7qpH7w1wF~Tgb+qK-|~2PU0yh8k(&%%w(VJ^|NVR!c(&8%}YfdCW8b}
z-_$ylCwEiaOAS{R;l!*y?sXwgjHWEWSIP<`s`sI-OaGfk!W^Gm(#O9pdLjX|l&WTo
z)k!ly_tx=F*!;6vGyv#uvc}Jnb^a64e;^`E=E-h9{ni6c(5~qL^}S3G^N(byzU6iL
z6YzC>zce7|*6}ZG(Us(s(t88=X+B}=$dy{@dX%H<C2`8776T;UGEZPs!K9Z_E~8ge
zt~FJbsq0dXub2K8;(^ltoRWk1v6fxGGC;-<eU`%XEa^l`VxvTsQ#Py&leFk-8AXvc
zRqDqi-OPSXv8e<{S;68=O|>#IU6pdusZ7Tg^+kYmx=bB#>`+hT>`I>(!gT^m?<Y|l
z83ZG#RPpk|wL42!CKVk?1jDIRVoTVxlS?@!1stCUW@Ww@DguP!Wsd<w5~Ti}u`+i-
znhvNmb&}Ijus$46*p>)sQkM+@ZXfFUoOx+LpRM)13_2<4DCP4(Oa?IjXtI~-Ogil1
z`s4yY;KC}cnX;@&?p-0Dh-MXJ!GVrOX~`u2uIPCZT&}fvNz<*&Z!%yP?L6@&{zf*i
zxJ~oF0U0-HfGT-RbUWLdM@$$%{HbgeoK8I6e(TNH%=?$~M_!@=z{nlFeE?2wa+Tan
z@!t6P4%hs1Y6oJxal84yj10U9%>9o!b<y$;09ROKzvy3}3DJ3l)4J!;-U;|)md2lK
z#biL<DZ|Cqb@J@nEdNEt;NDL2c53EE<^sJ(q4-$N4v)7%Gc_{jK>D&UU@UMu$U7L0
z0!^TkB`A&<eX(PC<__R^lm2%MMp&-0MnTC0|8~Y17hDJ$k*hLNur-0R9R}bQI9hWh
zpVJo-j797)15^r;JE<G=z<&`b#<zB&&scBx0AR1Oc|rAr@OIW2_l;0sM4Q5L3H>O+
zj>4Js4HjSplK)X?K32UWd?tPay$iWld{7AfBsF2aT@Ca#0Dj_L?ZMI$*m(V;Dbk7I
z7*4TJ<}3Ozu1Z<Vr4z?7qHDnkNd@c=KE+RTlFPa$?RI&6GHz7K(0HHp{QN+X5JJIk
zZTT5@kRc|=gIB$$`x_-eC`4q<7Bk%DS-2fVxUEP}?@>%1Aw?n<FXKN{hfk_8S{Wh*
z5G=O7!Vdz;mfppv0DEGf&R&cc`Qbp7pqPCkdZ+Wu_6Bm7fjaoy?kWEV$_`xHa7bqc
z;h>@&34b`{K#V;bFL8#_pp6|ie`-e0poJY@?T5L4b0U6n*`@IgeApPowj-_0H0u0p
zI}O>(z#C+<<F5^y>vy*H<rU8`9dxxLs7;^irLn;0i}=tvNVxgTD@JtqFBoF$1I{4p
zrkGc9Q}?3X0k2;M#-Q~k)@h1=kA%G$FF3<s&}kFzG|j*FwZ;Dlet`VQkQy`>!pMpq
z>fE$Ft+}3i<ZRi13CJFL{)^>c)IejBTZz!O0oA0=aXRZYP?_XZwoh9*)%wiAodboU
z!;Ie5*Wyq2H5&@=SwhI{Te;ekxQ6(+dT$JK&ubrnzM=~K3^xjk{W|9yqc<l~QG+Ga
zS3HYbQHwVl?#$c(S$OBtFJzrn%RQ&>?9_m_kml0+{{(-a?E+{IH3f5!--f<4;vqRd
z)vefTb!N+c3;2qOhvsw-+ilh0%!d7D0(ctlO#6AP(`!Mqe?bl0-{VY2TrGsZX3Y)(
zj6u-%Smf}5h2Pijv&i3)7f%B|Ks)Gc<7;~79%|TUb$(M`a0SFcN6ak1U(;s?ev@8s
z2E?`wFIl*KZJb^BO?$!f=S|>GNh|tVjoFgl{1>7Cd$6y~%DmQXw(+<41@uqIUHn~F
zkll|j=5ubp{Vv%5MBfeFTRwP*e#`z3odMf3>|4i6Lckjn0~${KrR-VsZ5){5a2e!Q
z{M1|J^wRrQ{!*}t%^<6yb82JP!-xh!DZ-55`P6=sD?7E;1JizsCOg^7<Jr~<Ks;!n
z8G_IZcx1<~iG~n2p^&f3y!?>dgjwPaY|zSHW>0*>oq6LlD7cd8IrMGwB~BIVOr}$3
z{l>h<eiQyng(~8ijJ=M3&<ssxFWssLX43b1&$phqqcuq{TDU$Fj-eio{Uz^N&;(gD
zbbTb8k=3ELVdu`@WVGn)$|Ia-g5X{!^N4P;UG#K)+?ZrCRJrmWj6&E#zsp*Km-sj6
zqT~UCU(6qRzu51?$X^Fu1WhGCgaGt1<X^ahAK#W2rObJNC;^B$mN|#HgSnBpzxiWx
zIdfKXJacYyQ}aN;;D2WH+BdIr>m*;Yab(T<_2>B0W63e{v#`J<jSG%8XY;|58=|%t
zjZ49E!BfG@`ZJ#+pA(;BpVRZR^K-m2yyMuT*yGqswbP-ap|hb2?j!CK?qlwA?$gTS
z%5#?^mot|Omt&Xn{j>cG+B4b<+GE;t+Ed!gyAi*6ziGc=za_sZzX`vEOT^{R%f-v_
z%lXUU%c;wu%g)P*%Yn<8%lMJ*t+mtB$Jb1+J=)OCqrgMy8w00$SB|fJ=zig~yvOhd
z#UJs|Z9rSn*<qRXu(&OMDe#G<*(!5Ohr%^_-n!1~a5seTD)p%va85woM!TGQi11q%
zKhC-4d2P@pzMOT~d%1;i9D1F9%Nv9)l|<hiztMY2eBB4&{>A=@=-MJbQn|9d#Ri<V
zndZIKTfzW<fEJ)1f`8;mb<wYAoRnNm+*00i1;_p9FyC@Jxx9+FWxj{}8yawYctvn4
ze9!)n^{_UwGO{zW@sFTp7rY5R0Iz^|z+2Vp)xWD(s&}f_s`o}t(1Jpjw=wP_mp3l2
zT7x<?ZaAd&?eDVlF8|!UH9w2Ewfylr{>D0Js``2&2)T?{?pmH)9$X$@?q8l??pYpQ
zURv&3?p_{RMlN?Qk4Pb;eoD<sO-gl0jY|znwM&gjO-Kz$%}9;>nEkQ%WBkYbkDedX
zKgNE{{XqU0_|f}gIe0X<D|j)uBe*|!K6pBKICv?zFL*8(kY)!XgBOCAAAUZ}K6E_{
zK1@HfKjb|mKSV!NJbZshf2e-QOECFMKETEf3uBTI%x~6w0kjN6yV&RNZe-F>Fy-4>
z-aKOY@HpCn)cFw?13)jp=0PRpMI~?f8$`v;`v`P}Zgzz8>FLwAGKLB7oTW(x7&!_b
zo4#TYAfm!idsi%jlb<>&zs=xH)QpJ?%asA=SC48?FaW_=I4|B=cDP%<<JG2MS0!S@
z(FvRDcxjo-YyLNCDh+$!9chQ7W#tz$U@u12fF%wPRCz2LzZlH2|0c)BjCj}C0a<zH
zt`5wANqBG!!l*mcR;t|1Vb3H8bFr%5{dLv19!Xz4yJi0;!zt{rgJ7lc$Y2me_7vxR
zShtlGR!yCuJQrC1DJUwnyWC3f-$r<{z4zzcTw@GWa><xc39krUn7G7bOCqCO3CUZT
z7`2(W`ItaAvRb%Nj1aE=PfYT1dNI+NA4qhpj3>Lpt(a?S0Ddi-5V=WYWmf}`_tXji
zbeMcezehv6a;@lVs{hlzCj#wzorpdSyE;+Hd;adZRT__~Z_j}&BGUBt1Kp&n%743g
zAa01<FH*eQbd}Dd`kTfgn2sbqvbQ^V)!{e>rY->n_=)d@yG&MTk8@$>00WgMFH)o1
zezgLTfH*=#B7P!D5!;9lh;N81#5=?~;%@};AmTS-5%CGJia0@JBAO95h)u)=A`UT(
zXhVb`#t=1#W5jzzA0h)WhiF1{Bc>4bh*-oBq7re32t_0#CJ@nx0Yn8N3$cLsjwnHF
zA<_{uh(^REA|5e<s74$jmJvTJ;w-8x4lHsl?kz$r+AZ=eRxA=N#w=<qjxF9>>{w)2
zG+A_86j@AJoLdZ8AT3%g?kx150&b*Y1`+`bZfTQILfKHm1YA#P^8|vMP#Io|l+Z*A
zfe*C0p~n_XAFzu<;a{Y`Sbp*NV&rb^?&YrHuHbIq?&fZO^!&);$o)w1=+%+oQE+>5
zdu@AkdqulbyGi?>_LBC?_W1UZ_Ud-}_PloU_TYS){MY$1`BwSb`6v0<`ThCE`SAQ3
zMg|+)5JoRdd`3ovpOh!>j-C>JlDSWKO7tQ`Q-mcVMbq~gnf8nKnw%;4f>?q$^_caz
z_1N|J^;kYwJ_P4@c({1jczChcu{f~=YPf1xYItfmY6L@=Lx6UG8=D)a60;J!5~~u=
z1ryK_V7uV#6VPJP;?m;N;^koG;N{?$Vw&QbVw>Wd;+f)@5+E^=xJWD{9+Cix3B`xv
zL2+8KTJZug191bf0`UTI0txQ0@9^)i?(nv7$Z^TB$+5_B(s9$V)3MU=(s9xW3@{CF
z4e$+c0PPmm41s-EtfdYG?h8vV3VdcudkTUHOSZxA>n~DV@4CN`#Jww6F*L+;vV<-&
zEb=ZsTND9Q2V9Fxi+qcmi(-pxi=vCHz@Q7d$S%PEXc0sJH3F9elZ2QAn}nnUBcMy*
z07g-)65JBZ68sV%3Go)*mS-(2fL4LCMXZIbg{MWbg|P*4D{;$o%XuqyD|u^vrE}$V
zrEq0`WpL$prEygaAQ0F$(y<l8imU)Qf1$225SfzBshnC^t}R&Btox#zV=Bo}<(wrM
zT{*!fjVnp-t5T#*I!%&}3~S?hB5xlkk%)DSh`EM{{hGz>MCC1uGAhTju);4aN?%D5
zNjOZRR5DW%lC+hTRVd3sCN%-zVOpl*P~oOFPFc~UvLknW;=J;H;e|FvS;3?n0Q*b3
zQM@a>AAjzUAYe$viI*&|Tu?YRPT`O(V3zqzEvZ;>qHt#%*C9>7B$Ih4byMlI=<&FW
zLt>qwF(-Gjz9OhdZ`|=82m#n7LFiwBO%4%tD)Zd?i5JR$iqOWTcM`k}#h7SQ<CJ=f
z9+cP%lgBxB>b&K}Ksm|7D&&RHe>0i@?jI+x7g7-}S{SF@sXEhybG9ZfDIFF)6poA=
z?4+NW+%RvYc=h?OfASP<O8R?@GLv3w6Y88KO_>DzUWwc2_SjUb_Qm{8e{7Tz>Iope
zB5Bh3zw!ttW%Uhh=zA(OMK9_duwAAE^aZZBc?SExk<g`MBS`Q4xwif{EhtJtEth8`
z!M?wCeeQ(DzX~wcGk{b6D+Z{kMcxclojfx@y&enfsw-O5mUw`epMik&yA#ywkFOOa
zndnpF`+7I{0RwaPYqK^6^AvDj`bNcxAYg>oY2#i_JnX*&l6$PL%WhSJczz_9_gAma
zoKRm^-l_+IgA=6s^VUaB46d_oP45|j1-kFYhSZ7qwK<Cdi#>}Uiw27ui+SPmLW@Gp
zLdC*Yg@%Q&LYqR}LhnM=Lg&KQg))U!h1!Llh02AFh5CiQh3bW7g+VN!N3ytt*61-G
znA0K!t)dZx3h1%ln04R9T``A561|t3RAfquDP+!wq;sHfAaS5^AabDHA={zcp{Jyv
zB%-9EB%`FGq@*OKq|TtoAjzQ0Aj=@kpv|DpAU7g1A~T{hA~d2kqMxIfBblR_Bbp<h
zqZcI-r4pqRB^4zWB^RY{q5x#LL``H(bWNm9)J^pM6#gXsME+#{bpC|bB-cdObk~H}
zCF{DL98IY$%34J!+VULLx|*CIy_9lg!J=kuow7>6anC8=UHB$SE`$^??rU}zz({2*
zN%U7p@;X34tRLTz8fm4ZB<WK<i%l(7<}Yd*R|dX~TJxOyDHqBZMFrzZJD<Jv;Lo6`
zX3B0w@#E%{rMTMRAm)_!{kpczd@nMJ2K9kmR%%$kmF@d~{P220&$3eX`_*k5zZ!@Z
zW^1Z**r$N{^)@m+Uo;gh>K|}kreO5H*hoAv^#3HGlM4a^tOb*eoD(zPd!T!-Bgv7M
z3hp-mcn2?l&ssZ3;Z#0aE?PlFZa{WG4kQbb11VI<R>(WaIVtSP?#YFeGCIb*)l!+H
z3M){YBrW>nof7M*CCMpUR7#`wX{?k?O*VN<SAf>#sSAY*i3^nrnG2l@`98@$**@Jq
z;XXMn2`vpR5iJ!h87&<xDJ^*pMGi?0RSsDWT@HB;z3Ed^I#WVZQd3$}YEyb79g-GF
zjU<OsKuMr9P$DQHloCn`rG*khvjSQE$X;ap_L|$O1>2hswWS3@|M*@Ye+SH6*3#QZ
z^#>*03H(vJ`2PEHj{d8ZU2y+>_8s#djf-W&1H&c5Hp6?v5W{@K6~jcsW5XT848u9Y
zCc`kpZo?_Vdc#=5A;U_;97FxVr)buigG9AG#y#`h%{|S%@NRf7aIW7Q-YehL)78_{
z(+dc(y6k%Fx;MKvdw}!&9^f3mce-o3d%9PsOQ=VvTd238*SE{J=c4DL7rzU?8^1TM
zE3PN5SG|X)ho`%$3pkbPuIhE|aqV{PrR$>Wq3g}<%I(SRHR}T8>)lITfKa_xvRksZ
zt*fmks5_|lzU#i{zD#uTrK780e5S!rHJN5~soa#6BUXJOFhQzJ(;KKDos4p1tuHs$
zsVth-+ABYwym3s!E|n+MWt{rVRBq~1sy<a<Rc=tEC%>U<hFAWzyi`ljL~rU_re?CE
z@=$5>{BxJj0L-<#a;gD90~7!t*D3(yS`j#P{}0Gjm$n$+K%ul?a%`8vr$tOUr&L|P
zq<mtMa+k{|PD~@Gnn#<wVqh|L*U_i4S>3eSRadyeWXfe1AF$zTAgk$g<4b!d*LJba
zKf|S4OU<;aD}<*Oc4>k5D#O4}k~-$4Zj%6deb*ka%fGlIA0Zqe9iau&feFE+U}7*e
zn7;ZcV16U1rl}^XrmH5brmQBdrmZHfrXGnx^LVjHfw8vvO)#zp>EV_gspBDb5Pj;w
zNEeB*mJbu*>1Os|&80P1GnOFL=;il-E-@^zED0=0EHN#KE%7WtmiU)IOTv=8k}Q$}
zl3bEZl6;b!k`PG_Nl{5bNoGlYNsy$tB)g<k8*kgQHkLMlHi<T-HqJJ&Hnuj&HpVuN
zHr6)oHs&_=HsLmK5JM2}z34sbz2H6cp81~t9(2!sFMO{tP_!|2;&5I6$XL2ELEjMc
ziF7K;p}U^Qm;<ot>w~KGMt7ZzGPTeI75Sa?@uq)gzVLD^-JF)lG+-7qUK7aMoIzKc
zd<#&u>LSUezSe&zcFath=F6-S9HnxMt?Mx+2G|cTfsB%IV<(ro24nHcf@!7yyHUR$
zb)LcHn~*kjQS5ZjtA9E3lYrC2a<vJ&SN!!x^Uf|+LK<1s+@oZU(RJPPL@s3wswVlB
zllo3hbw2aV`!yG`0p+ceW)5!k@j%L9?S<N(s=HBu7*Pl8hh*bqmt;d^$7E|{-^=#N
zmdR$wZpfy}PRZ8G4#`%^=Ex#t@6Z!?**?C5t|))R@_VEKBX)kPa)cEuql!+H|1LX{
zB}LYkDMOK!4+}cRFvc||HpV!{Iwm;AJq8_P9^)SajR}uQK|~-d5CI4$L<}MX;ekj(
z7$F=GQHUUf8v+Fq)IkvOnrAgEH4-&UHEcDKHIN#P8o?Uw8fXpkvFI`PG4nC#Sp1m%
z7@WbJA)djWA)Fy)#9;KyNW_T6NWh58h{=f4NX&@G2x25^#A+mH#BBsMVm9J80vWLz
z31_4Vu*51ob5J)<ZYX5lQT?RkH=f*;Y?GvPqQsh^E~G4^B%~&!0k~;2d=-6_eU*IG
zd{ulkE)*}+fsAz(AY)w-Um0HsUn5R2PBl(FPAN_$PD5Q$T~%FKU0q#GU1L~rSan!=
zSbbP&SY=p)N0mpJN1aEFM}<eDO3hW(RsBHqK<Pk(PL)oXPCZv+NqI?qNo`4GNkdXu
zQe9G`O}$MiNIgg`NabGfUiDsSLvcfOLv2HYRGm~QRWVgLRVh_1RYgx-PfbrnPXmb4
zQ=U?v(xB9~z*f%CNlOv5Rbd1|I5Rr5Vf|U3wA)j%qY6`WeL2&#b&gZglnci>pi>M}
zyi?Dnn5KB97^fgp98-c*+*ABhpegYw_9@{h@RXDwiy)Vvgdme3pP-nakRXqss35DL
zpdhy(RFGMaUr<<3s-Cx=rCy+3qF$(8w4Svd?8ECL;v?Y0<)YT<5HO$NTT~;E$Ts1f
zsdDPT!CjK-Es&EFSCs4kMe-t_A(@bDNJb<FQWPl&obfUv`H^5K0}#Y624#Z^L3yBz
zPzY2MDhL&Zf}v8aysaXwT&)tVe65_VVy!~0Jgtyc=2rez_EzCmaH~`xL!d;UXdr8#
zU?6j#cp&>7!yVTh(;erX*d5!Q<Q?N3#~te(_Z{>ObSIq5oGhNqo(xWw(h<<%(vi?%
z(&5x$)8WyP)DhKz>WBksRd8}DDxYRgW{qt^40LVq8{ey*oMW37O14hBZ!utI8yQO0
z<o-hbSiT{?A%1SYO1?_|2tEb=UcO#_c0j0M&u_pt!!OL|$A8Ip$xpyXz#q>)!Vd=I
z8}$4Swvx7OHf?r6HbHhld!lFAa2{x5uEI#g*2L-FUxc$Ia8j=du1X&r07B}b;H<4*
zfwY`*g9)c?pR;CoAXEjzJJfZ&QtXqsPvgNDR?Z|x&NOAtM4(vpA0KIgZE0vB2(CLa
zZQWeXex8y$?b8~vr07=FIBK%%a_$QcXblBOD20Ag-*=Gbba0K<^d*zSg3GBtJ9p=(
zH_rnTBn|055lks;7n~p8kOVeMzQ`*YncmtyJrBE~3ao5XH?MXZ72eG{=f3d`ENRnN
zuBM+P*oio2zR|k-5TyL0Y<Y}+7krj}ll6cmb4;Lvhi&U><K^vXYw7a$k(-qxHiVCX
zm*MXN2??-{kCnH-yDeDB#nRpuEaTwqrD^N=!p+6q&DGY`n?VF@;9%qZiUGnW1Xi?l
zuz%&v01*-a%R4xG+j@d!U+Bu(TD#fUf?v2fyLsxkTUy(KWo>;OtZlUwWWcJnuJ*ud
z|8*1L7v`6g{MUuxVFUA<UnozN<(1@7P*G7)EPy|hhXs@uD40*4U_5z@iGhKEg@uWY
zOM-`sgM&*+L`*<JOGQsdOGQJ&z{11Mz{JH&L-S0SgNqj;ARs``E(#Ulli=YO;QRX~
zs90E7fI^)D508S6k%p1)|MTqufkKFhQi>9UhRTHUh!7Qx5cQ!8g&qY3^)Ya@e=qpo
zH`GUH=#QUZU}9n808glYit-2*4eb#++T+LQ=)kiBf&ZhR6Fw$lgh)Rj*0RK4@*v?0
zNzBJ&mZ@nc)gC)y;kWX9i-k=_PC-e<%EtbTgHu3INLWNv?1ikHyn>>VvW~8vzJZ~U
zv9*n@o&75ZM=x(5Uq6^XJoH^ycm#kENJ>sgO-uifk@=~hu&B7Cw5<GVZC!ms<F}^f
zj?S*`p5C8*{o@mpQ`0lEbMq^!YwH`ETiZLk#{m8G{NnQJ`sQz4s3>UvD(k;1`#<U;
z1nPQ(j*f<o@wYD2M}EK^jS&4YBjgE@v=)Y?2Qd?02quY4Vt!3K7Bj#05vi5u7&aM;
zzzXZ}-_ri6?EhV1Z~uQ)_TPp5r>=PvTr^bR!$TuPkwUq=dG_fIHb>PC6?x*6t`C<x
zh-a@$pX?fkF*RKNsYhOQNvpkfy_ia7VUn4xJW+C;-jE|GHLK@22cdE7)fzZK3Rj=?
zvWu+VmmfKA9E0|r)`0$UMzG`5nP<#ZqmSP<tZW7VL{yV~yDBMu5p$KObU--wfRa$|
zavZFzjXJZ*ewUK6c2;y(Abd2Ibxp9l<0cSLNxD*VYdpb%pkuOS|I;CT+wHLPfI`fW
zxX?Gfzb<kwI(Z+faFHC}tE{q4uirMVP(AjNG(C>}CqL(43C-~hq4DU|@RGK$$v*8d
zo8ld3LFS5WL29ec14=k?$CN34ZdAV0=UHTYl6z%LY7hkYE%uWsbmVy@UVuSPZbzae
zXBg!-UsRm?ZiszQD#YLIbjS;y7i}1BqT2nGULf|3LNyfSvm3o5K}kcI4}}hEYpwFf
zGjVHV=zYM<d#7B6uao;sP0?n#K8ezq;}-o^$=|S_jEh;sZ<*=Ru~Tcim#|`X&)=zk
z*D0cC0yUP+JDHQ5IXTS9PAoMIZ#GiC{8LMKWB1L}el@KIwojIatFPRPI&#QzJA!sZ
z+VxVsnh}D_<E3fOVqfgk9H$mmc%8W!xb)))w<M~JoA~Pq)b4bJAo`qgCE4isN!F&?
zm~B(yEd6t#wMJ{hT!JIIoO0<^>Q>*2O`Jf&8s0k1?wao&=<ye@wO06Yl$#_K%&8~3
z(#elJY450;CUK#ss$G6LCGHU&)NqFXsFl83lJY9~aSYnN@f*9hY!;%4w)1>2n&Zs<
z*h%L)c>;s7URY!2J&D^RldI^Cjw|`}2Ndh{eU|}S9DDjVJG)L&tL72ETSTj8jb}|F
znX=TweKj|}4t*m|-izA3HCSnV(H@Mpf9CS4o%F7!>Egpm-1GI46ln=KO_23;LrcJ~
zu;ZNR=yId0^v(-+xk70-CghTfOTS_A8v=S>n#{V}Gs2&JzZS6CNMPm$aia<WrMtm)
znLDQMIc-us>av3|Z!7E`P*x7#R<@YZhnbl=;%VF9QG=KjMsw8{F9d^DcY8*DDMYwP
z)j1dEX-q$$z?eVKJ?>hJyJC1tKtnTQusRZv86Pdl>Ck*v*<TgYu${DMY<lg*BYaXA
zs2~|$d{{a{JSItJ>XbL%!L2;LxYI~)Z|#+;FUl-R*{eK0Ef7p`D>+elXgh6@IqiV1
zn5aBnD#Cuy{6>VfVl;?ycDA?p_W9d2^(?c-2(4KQRNJHty)1MxW-pKL(7k~+7FsH9
ze}<#|%DeE)(a%Xnrk^9N^0>dbc=b}lJ$95eV-*GjeKx}j*UAO!;-gMvA36HEARbVR
z9N`Zr2&~>c)2;A(c85kjj>gufs_N*Tt3r~C*>pLvug{~DPs`W8`CjiV5glZ-cz7v~
zPtn`&v<XC6_4!c#M0-q*aokr`PN@%LPW7sv<Q>VUtd5s>T)m5Cs$%5k%JO~!GoG1O
z8&d-Ak$E%Hd2&5ZTH(s_yS=ZEZYqs-ro?o#lE;PT!|pQ?j&{RS`lv>!W6+HGK_Z&M
z+rYQMd6lmR%;jF2csA2D2hXFOCK#k$F|Sl^#kl0&tH~^@PgwgZd`od<c!Slkj_WDP
zqMsp`R0%$;u?p%qQ6Mn62*Nm4J6*u6!;{nANVLi{@r`5SdTyTc#>`WEruB+oWjO2C
zGL4x@;i%&X+lO@DT8&4cluNq%qEOhn^;^#R<Ks+NK_|H+$MNHLYF_0X#L~6Q>pICz
z@%r=6>AOVt%o^)vUS#&LeLuRn?8zM3Ka6aV%b#~@xM0C!R}bcsu2C}m)u5oMj{0lL
z{M`cz0heGf?gNU0*`8Q#dg(6T(BmXyWaR6sF=;Mx>O8#f5^Eb(p<NiAxg=L*6?;+(
z+GbbbH^go(1uvZC=WJs2(E5^iVNi^vZ4b?>0^Os=&Y^&ghV(|N)}i|lt4|cp`ht<^
zKYcxWMV;-@8mB+)S1@Mhb(m7CP7B0SI>MJyGV7-^TxdoWJPmW&?O5SkNl{YRO|QML
z+bDxObl5|@_xTPrrmP6NTs|mxku5&`(`3sUAM_Ef-xj-?hX-ReyNVXdt2PF%OFR}*
zpu<#GWakp<Dvf=BQKGzg>v1ekPxTr+@tLhDiPjNR_{a8}M$(EN^<@Sc+UC6PacC|+
zYKh$}`D^LYtDxnT@UT_-D;WVTzly96=KcDymYjp-1EDh;7`f+V$2cokjT2{;I_*M!
zgd>b`)X^$_zLc&>Z<RoA-4}o1((!t2%`d+f_<s1#jB=DAV?k%)z}|oD8G`eB69tq2
z7c_P*6?-xNq{(&O$kbdTS?(=ARg*O7c<qTN6cgj<?9;djs{gGpd&j<CXQo@2&q6!?
zceu;p<Nj_wTVB483=Ag<<{L&o$a`9=cZiIGovy5PBGkU?CxI|H{HT+x=C^Gurw~y5
z01vgAG^N*4M^UQ=4s3z?+6TR?(W;(G=WI>EG<c{%OoVO)yP3W<ci%HI{n4a7C{s4&
z7EvF^VWNTF29_xVgluItM3-#~=h;ks=HaRmIv^aOlo?3k<DaylQ=rj9Gq-nKqMNu?
zSfgdvrBnU7?KR})M-oZFr{b1S7~mFjy6Xh6;Rrv%in(7eyc{WU%(Tnr8?2y!nXx4{
zJZ-UfgZb-%#!I){)Dc8O5Vj71rS(Plfnw}M(G6yo@cNF<WG|&g4Swp++suPwT%5OT
z{FDqfU$kTFnVZ4D_j23!t--%QW_kwB-mh05Q20MdwFi}C-kQ{V73@XH<1h2)J?~%c
zZ)p>mcMHj~*0-mcMSb4KZvTMt(%|cB-FTny#sthi)VaBdHbI|S#5?l{-EO&8`~@n7
zmKeP+UEFzWsk@BywCXh|uQk}?9ka{6Psclatr3^LX5I$vyQv)gh;}ZXsa~ylcNH)o
zX?Y!uMb7wqJy!$8KI-(2Qo!x^?5`vGuqwMYmB=Eo`>*+gF`l3UouqCPJKlVl#Ej_C
z$uHPK5BX*8Gq-({^+uwO8FSv3LYO$09;e<tpmDZIp28=5e~3TIqM$%Q6<LJFbziQ$
zlVhtk8d{T<w`@H1D^>6?CoB8{=D<9M`9IBJkJe0%@p`_m;dzp^=A`Cwi((E>VSgk-
zrRR)Wj&*gor#^~HX=)f9caYjDnmJUuynf%ip$|hVF&+#xt!<h)sCzY-=g=4<-mv&=
zCoxYe@p{JoLe`$7hSV0U(BHOk)8OwpR3UU1L!`2Ke|ayruhXM1NkcXuplQt7nX17f
z`GF=m#+^?JVg#(5#8b3Z<EQ27L4I-5e7^FccI>mk=f^Lzg}_zIj`OK0YTk4gB9-hJ
zWV(vA@1GOd!uu#_{MJw)rMGgvOX!nKU&rbLK2)(_asAGG{q%l6{P|Dn_YWvGN1*;P
z6;!Gb0{M3@TMjPj7kmS6&Y_N)UCP;xQx)K}ymdd{JYs=`EP*B$<t6CyNxv(LPHvd=
zy<W9ockH3?yk6?C!V+xiMCz&2$Z(c@#Y=~q@x=#}S4O5kgX@e}JC?}eo>F_T%KN#<
zi|Tws&BY=uSON3QtGTJ8_qYgR>5JQ?G(|mqGH8<=M<7^CjF)b;8z3wvujJi);#6>p
z3-Rn;armRC=VD%&cb$Gtk9H-lX>n}ya%Unmk-K2O{e~v~C$@K{L0s_H&GAYJ4X4iz
zYBleu-Y{v^Oiey%7rlPIzLpzWTW1RIG;i?#&0>eSU}~zI3a!0@>wjQ1;Z$VK$DpW|
z+fau*pxBqsT(xdo?OkO<hRWsjtI_WSf;X-xn=#^Dy)|NtD-Yj)W*Kw#`SvOHc6yn{
zvzMy8;fPmvC0s$RQ>6W~Im%$N(~`ui9GfU5oC?ODmYZ#u%nf)x#)EraD{7WL=qg#S
zDrqkin>taH^Qsh#kD$z5VpSm*@xKRZQJOT9Vx!s-qVzEOK?5kcUekDax`0c7^Fj5D
z-p*BSp*?m&tg&Bh+n)={mG$LS9Kx7YO^>s!8-qDBoClOdU*^LHl&_VqgI6$d@7d}A
zdzI8>AN_P&_fZNrLBt9&J}W_b4?#cP#JLw6pJKl0&He0$PR3P4@m&@5Hx&;b*S@o#
z3+BvUze4oUc|{m51TRLSf1L_+C;Kg0LE^O@P^PPs&NcAOmSH!C3KOeD8UnwM%NU<)
z3vaQ%LAlox0VCHqCjwnqucf+t0(Z62U2uYN&IwCk7o8rcJboq(!Sgi1Ywb>RJn6QJ
z195T4*1gc$D;1BT*~Q(ltGHn`d!^|82b8%{woO}&tV1$%@B5vzs+(1tmZ$}-h&#RC
zAih9M^q_YJ`7&DJR(YpA%Oc<J)$V#TGNebaf;WOgCr<gR&#9q2vx{bnz33K1IA0#u
z43h*CUeL^l=ffV&bdQ=k!RH<Ig~|QY$K<HF{3CE`8B=cPE0wBt9lTcYs1<5zv$R^{
z?y1Wx8`OSB#t^7yFywwi@u^n+;*@o#u10qdzzs5lV124jy`N%?NfPGE*Q577qFIaA
z%J$lwo%0;)01F*9CK_>L^M+QM_>CeaC8#at^@=KU^8*TvXUlr$Z08GIaa9h6)#ar}
zbj&Q*M(}pwd6CxX^0hyvoX6)W^iKpFx`xT~a^xvTv@xKtYU^W+2v-3Y6_wlor$FCD
zESBcxX&!x0fW>#2{pXLKuznj>n)j!bSLlj=x-B-GTFjtQ95=p!?a0AAJ74Q;K}zjZ
zi+dteMq%D2mM0EwpX^Z5t=2v?l~~T*&#i=yRUCA%v#&g$pc!d=GBkFC50@40dVwg<
zen`j+dKyUT;2}~F!}!vdRV6R4yz=+b0WP@fzI_yF#9%`LhmTgscTP`tNS>SHk1E*w
z^j2q$gI^|XTZUgk4Np040~e+U$g?1H0@wG~d1Y2C-GcI1`pbqHvk9e>G^PA+FJ32X
zQO>V~T6piuS-x*yEmzs2FrHajmV94%Z#z+`3`+V;z%f>7airc_u|s|m?Ig-dG`sln
zbp_vAV#|sWN>$*g>07>L40+tod=xZqp^hb86?hsZS3$046#_pdGLm*&U098T<Wbq-
z*`yMoCkH+F9;##K6oP6@^9N7joqCE=sU=OUQ>9*X2g++1w<=?cM9w>@9R~Andc{CR
z^e$466So*w#T*!&`#P2umv|)1n1%`CpR!T=MA$=y+;e%ZOkF<hRtSdIqrrk+O)FL%
zuxNL(ye*+Xe=Bx8iT`n?&<v?WR<q*51Nz3z;$QqDX?2sC%Yy~dl3|NmLdl%dS+Zhy
zFFAdV_d-7o;$T@}*xLLP%w$Q!LZpEdzi(CZ|KOOET|VWunq9eFNqSA!!jP|=O|Dqo
zx(lq!Bd_tS-M~=?#zQ&#pBR~acM%QJJNJFnmEMLiV%(n~=+_qO-tFtbV%N#PHgoNo
zTbiujaYac1edw{?xdh~zSAoo{MrMoF9h95p*`u2-n{=oCen%P9WTMxolEb$`V~=SR
zDE+9-`go{oiQ+1vaIdE1AoY1*HaTkC5!^=~QC&8tH(7zwFOSL05CtsT_jKgOF00*G
zrxtFKtd#7bHycWKoE`+Ts}2SMufbbib^<0h@V|e^#hq+{e7ZWhKYjjXx<%$vv)Q>m
z8bs;ar;luWCNJuIR+X-pQ`I8Onth>R>tCqsVpnfP(M3)zzcT3z8mXxUjo&j|buBCa
zD{p<=;zAE;T1UHS(b^&Jyu7+Ns#%3w(eh4X5Z&}<+@5_TSC`mmvmIBX6<`0Bl$YN#
z5(|P9Ymut#*Dsl=_TVlmQ`|E{FMA+*%$ynypy2dXuQu9a)9QEkU^6o2pKW!D_S(Bq
zY^=USO0+e}eVxRirbD;zwwg*>dAl#;wz?3mW^WwsF^v}<OpglY430NjPR))sQZKuZ
zL^$Vksy|oNJvLJwrv}r+zcz4NjjnV>dS8r=W3f4fpE9PS4NFrCAp(f&)|P2za&p$n
z%a2RKGhg;!?zl`BH`!7&(@c@gzn+d6{?U|cPCffd$3ZRN71z=RPc@4$vAm}=q~){6
z@Dj8eHWMjG@YJEXY5Y8TAbS1FcRu;_rbL@|gj-h9XAJcZlIKD9mtFIXT_T042LeO#
z3P=~4!s@vRO0Bp~v|Q0Gre>T<c9W}cu0z2}nF;0ks6l9R-`inD)00$m7kP;T3Di34
zR(-0xDSOHphZ54jg|_C(!$9ACFXQ-mwvU;$qZ*H4Bbv#&_d_#jb`w5@5Mw3=!_oB~
zGRP?SG3?h<=#U$*!4<gkLfDOvPv@#F^n#>4$0%9Q`I<C+lhB^6)3}tAQN<QV{BlC#
z->Xpi&<fJ2@xd}|h-#C59yMN0Eo6K0f(Q^d4Nb+{1_rA8Lh%9a)2?%i)2F;Tn~5>|
zopd?96B6fT{e_$(1b-TbsEy{t&4%FJmEu(!9ZDi)f99pq&qfqmj~mL4)|BGaTfR>m
za&1H@{*F&_DT*xpWhH21!PlBxX$5;Et};R}8<;2rETr+_ptmOkZAypdXWcJnxCE+6
zU_>V;7m5d&?XGPDFxFx0B$5qvY6dp=);VxpM^^zWw^W})G!;sE7}axaK7V`zRgxN<
z@kN7_e$lf*?)D-V{Dp0ug4mx(;ZRPO-~?1IuctL~y|6D`x@zp2uidVw*w!?O<xY7S
zxvr^aEd7+lX5))L4UNrNHP>-mwHw6nH?__L`ZI>O4!vh>hCfHp<Fb83@0`9(txsB9
zxfQ+2J4)y-f~8IGI_1dpD82I>Jozq0)+;*uYb|j^BIG4qD``(f^$y%*;Nm?IE3sHe
zcJe9l4uW(+KC^QyhI$-yva7qkCG;n^`^Z{Gs39RuIt6vHY<n^H&R?Y3q3Q)96FzUG
zxPZB$OTTp|)mPQl<oTyra_o?8`8tS9p!)cvD)X^tF5kr9G3$sXx#h)r;_U;9^6oAu
zQm(r$p@DbTfW@Bfyb6q8Lt-jC<EHJPk>se*OO|<2bF`;DRX0Ey%KsIOWh{-+fR)l8
zEdkkH711uqc<dIFrFAs0%lND5$&Jat8>32N!dC3;H|3_*=oY`|AO>w<n6D15SP~E2
zY)Xc5&Vmw!RLBF$XlsRV=Q4?RJnoMB&P6Us)GFC~{UbHrM=KXAjgMjzv(NWu^*?Ya
zOh4nOKXks+)QhOiNkih7=zf!AJ~B&P6ZwSYZ_#noMbJM){d8|H^viv!)!M3k*rENG
zIO?)@pI|nRKQS6efjFR%xLylUn=RbO_~UNWiwo@qy~R7mT{Q}{+4$HdDs^ld9o4w-
zBeAV|H>Y{i&G)Oc!UkXJsNNd6>Q025^bS+_NBN_?_5Zn_dCH#N@i~|7ldHR0JG<+v
zw)EhE#(Z-lZ>r2Io4c*K%j?5k&&KrHJt<1lG}f0Yf-wv?h0Yl_>+1$pF!+Mu(F4jm
z0r4CHmGPI3RBFxfOe41a>Q*u~Uf-~uqWqTbB!0u6c|0V!e||_hu!ckZis2QQG4Zo)
zYpl_|PD_Q*vfTcy+0;(6dGuK@rg>XYsenP52TjK?tXRhb<HNn%93?9A<Ho1gh@Oca
zJnzvmDm`ZDor7+ZS_9udxpzLCg)cvCe*fC|{^Pjo*?0MgwKSD)-mzK-tZj|D--#?W
zDW7YF_qjtux;=yO-73#q_*TWQ-}&mZ3M%nH5PV&wWpPRpjkG^6t2&LQ7@H>qky=Yr
z=Yhtk^mB}@O6bf3vyl|3)Y7aUj`)Ul%zU6lgRV>TP8$1qS?Y}zY3Yv4QJO`<O`2YH
zTQO@tJYFWH&unO?_^1_ruWNL?uR@AtIz&We=X`cDy$Y#EKI-j&3vkmO<TDGE(xFi{
z4q#Z37h_qWZiU1Z*VlhnL(^^hdIY_%Crd4H&{y#h9IX022m}zdv*2~VtofCjn_5Hr
z>!>koeaeSp{=~$au;3|S70Wj76L+PxA6_GZzm`~{wW7NWw)E-(RCeqfio(*VRdSZo
zB@A3>xLG5;cV3e$xLjsEpsefXwncD(hKpGB;i4ecjpeOt+TJdwSd6a53G=x<4iA3^
z*F=FqcUKt{VP3=l%{fhg_G^yOu)D#=VTyz$%@I{x`lH*55rID(g0wO?B0;y6bpi0a
z{<beymMf8Ul}zl21#)c2)EB<skxGhd(FHv6&p#edjz?{@DomV;@2S|<)kPsiF~5zJ
z9R!PIMu93>QWK;7rou?HRPn`oGSP(_ip^^)dREeGnK`}U3YHU`*7FFrCtkrfhO%n}
zUeU&giX!RMC-RB{2bj2O>RkCgV<+z7!P2{f(W3W284UGLcDY(VXP^CK^;(V-J-nXD
z;|SCs+z;wH3(_b!JMdPx{IapzAW_l2gpy@+A_z6mj*uIheVhLEXMRSb3#vR!lvW*D
zYt~w9vdcj-kKb~f<JjdIr|IchdHODEyNj2(lsVh3WlcFt;aEM?y6`IPYUi?9BHze9
z_?gnvd)g)x+K(JkFc*xbs<E>j2`wM{vYq+QW;9|hjTgSL7h?@3Tg(i?8GSKvB(z;g
zz4PB8x?6f2I=<OH(RWaK9n6!u6)iKc&z%pmB+ZyK=e*#X_I7$()%fw`dqO0!sF-A4
z;sc6$-#uyV<1?!B0#lQYBl8y_{?-gkujv1Lj!1xstR-qbpyWDDBdj^rIJ}I<jg@>f
zZWfv)y(nd>$V!+~C+05Ar#J0ynKS7y#h~Hh4=4pCS9*6~>DsvUyYP;AWaRuIu5twB
zVTg`=JXcgCU)L|afQpQIFp)6~{9@9wz9~bsIqdL5SbmJV7RK$F$j&4#-Fl1{mrZGr
zd{}E?!|!w>DfOJW2J^5qCUrfNb(8CB@Se5gt_wy_=4Xhb=WYWP*Ym36(gpdkPU!G&
z$dYb+Itp0b&npQOeU<EE8%*NFdek)e*|&YGA2Sn%U?3Y|$)$$!=Nad9neiNRCz?vh
z#hHK!cn-fhXv?ysVWxy+@ZrRE5f9L<)qD9qU4reIHySbO8IJl7NBL8pU!ILr`X7Z!
zuu`)h0F08M+&`WbQbOL#SQ3mpMWu3OElkgq45iz9_^=*OBqOHV3cl2-P>cL}{$%Ww
zaPhLr8WBX<IOZKm$@EN1xu<DcJo7gYxI?L~K?vPwOo0by@l+^rI+bh+K9$dxw!*ml
zkbIr#Lt<bVsU=5(q6gJbkJhexRj6r*TVPKiWv<*Lr@BJf-D3hNo@kbIxO)HVz4yMl
z##5szFgK-L8l}8ehs75Cb7&-K=kl%mbiH`MLcr|j;_z*}@-g~F-tDo3IlNp?rRpld
zeOezUnTim;&_=25-%guSkxP%h*Zj!S`5LBbi1eVk+i=cqfJ_tz6TdWsSL0||?n(LF
zf*(*^>`tS~=wOFaLB;g9T=9gBQ5(n9i?TDxOuYhj5^_wXh{w`&8N*(OW_<<A#;^+c
zXuXLX++p&4-X{+zdThXK?A|)_x}i?M#Z7C}O>Hy7bNVy|lBS8TdyY<zxO-l8Gs!+&
zv62}pcd6tXJT*4-Y@&j|-pEWU>Qte{vAK7)K0pfR)r9l|3f7atJ;GcWA>)c*!gFWO
zisiT_l$Bjcym-a&3B}2<l8d6ceJ}j_66HPdG>Pl1=Il6R&FIN%eI+_0%5`5qE2E4!
zCH6A5`UAnTdSJ67Ub?h-O~XYD1f3Scla<qG$6Jbc90pbcA5i*uqVvsmm7nTI%>|pP
z%;(lt?D}yR3Ghbu26GxQ?lI6}d|6LE-yaI-?N~-#aA-*EV_J{wR9;^88kwPAdAZfG
z96lq|VUiU}nQ>%Pd-8FM_Q%MI*`>>)1rxbP*3OP37FOS=Z#LAVBIs{39#E2m?@5AN
z9#9@Ve^jc6g2IckuOdgfO|v3LqKW!ncf;m`P_i<@L_#?P#d_fJ&iR?tx{H>PegXEV
zduFq(j4S^3wL-5sUX=?^>~x}i7|Zn+4s4S6gV6XO$q%HPs-I)@LiBasVzxhN+nEwD
zG1X>b(KF(|{{m*;+cTqF3w~GTBalw^ikl}_+gKh~+uZ#4=Pi7*$?|<!=p|?mKM7a~
zehkia2>OKI{rGwGJ;1-}fcY&tp9<rAxmdE<#?in^%qMXD(tN>7vf)iM!uaZ~iDVPA
zCs#UdR%1VpY9W6v@iB2x_wUihThoU7aWEyayyr9ewnQa=6mjULi7O&?4r|j(5{$H#
zje?{dY~8F;qLu{Z(9lErZgS79qCjmBEqxOTp{38yK1Eq!|2_ZxpZBQMdFs*_osZt^
zA_7`Ug;O8cT{O2pDKZ%rXqFbBU<Z=uD9<ze&sRu2%>Cb_6#V~@Qv6#KA@6MIZToLo
z#Q&y%5a1IQ`i}wvHeYYL;7Kh^6u4#Zi#4@NPTd`2b1XfU*nlUl(gw7#9+D<cL~K^~
zV%!Kw0X`Oblacr=Kfq3wzba*DKvV>!IpoO`JoS72nkwFy&b%uEH*B|ARrkl>VS{A1
zC8Y~T{%hNlRp*YincWH{4jl3}7H`Iunc<pRoU3Bnx3#qceG%1WTxlx4S~cVY*S<B^
zHzT#e$-z0anwYLpeC~?R1P6}SZhdvOJ|+#w)Mn^~fkX{#aZ-d(mtE7MPorAPT{q8N
z^(y_0h#0NqRLl)?to@s2kza>c|CHTC+_jZGxGH^YC&H?G)9_WZhEdiLbos5ajsu4f
z#EG3%xt(=gKL54x@t^BpDZNp5(I(^XlP~*8BnHMOZ#L}ejh*wyX7n14KPHooQbeCE
zx@Bzy>D9bWFO#9d=JFw9*R@olvHo3hw`;9e`?_79B%Ei~{ttyJ3svn#n0tdj`QCaY
z@k(^qDi9rpmG<X`)3C$N=QK!I!;S=UWLp&2o+I2Li7v4#x-_{&I?U;I*tIu3Ix};M
zbZxUc6#j$sX<!?@8;i{5wrP00q$ivO$3Q-mm6Pv*8opP}{;1eJd>yU45lyuH`u%L-
zANeCU7IL2Gi#|Vh5o`OIbGu-l9I%<v(fi!hed%MrQ9eAVEd^RklAJg8m7l2^&kM%4
zVNx~!tF7}2YQlT=xJqvVA#|i80coKG1P!4VY0@NAL8{UcYG@LwQex;GA%IAiA|NQe
zNUtIYgbqKXN{@oxc<<c*?>^jp*oQrPX1_CM<~;1oXZPIZZ4qe&am@QrP;J~zpZZ+M
znO2XPlhiwcSV}vE)6A&u*gvvMVdp{ob8xzz+Qk6Qv!`tp97R-iL3Dq*w_df(L`}F`
zQ;Gc+z7IsqTSY`DMnQsg8QUKnw^R+*<C7aE?R`<ID$;4wnKW?CtiA<Abo2F(5;vs<
zdbQ?0t#=w}1t4XzlRt9Y`=OrAX_zv|qG`F}*e}j0Jf@TY3XDRFTy&aw*yI5OD^VQp
z_e#$^ocfKPciP(8ohm6byim}O*WM{=5B*J^RD$`@C&HnQ)+kG9h>h6(Axn<4XJIUL
zyGb`OQkMPA8zJ2aQPfWqE{M_4rpzi{iRRY3T5D@_b+DcM@?K~_Ii$CKEqlu_0?mT}
zobArlufn05^<@WrX`oMW_VjT8xG5DF2xk+cLM4emWLL>>tp{cHlSL24<Y&(-tT0M<
za@A`;3sPi&4n7+1uzX*Gz#7xRJ~w8eG9(+^hh@cd$$xdU67=O3NEn{>s4LRL>_rc*
zCps0r%OX=73x-*qGpg3p7;N)$@!P{o;#z@loI=LevWU`Tg_LL%rw2)_6P+53$;n$F
zib9){QGuc9`D<qokc!4fCrcTB&fw(C*<T9o{jeLvTKjvX|CL#&Qpa_5X`QHBw1P^G
zR4zf@lURxHRc8hOVv@}0tvrg=h|ESUUs7^6cEXs<K}b})1gp7)82^Ilg724=g&T<;
znU~#q^@|nQ@NQiX#_NGEuzJ*yBs4b0R{%+;dOhFScIfe5Z1#B1zs+txMv2szl+9m9
zkrXqe1km#odKp<gH1B7jG_EZn63eUGP^?zak%c8(Z}OuAZs+2-ZuGlp>C=J?Hs%|0
z*j_+-7dp>Ri;6#8_cB{M?oKeASB~4+ZM4O6+V1XDY=rbohfl<A@NZC&Ru{h^=aQ%4
z6rG+9SIZN=cRiMh4`j$&JP4q{lG+rfMI4giVg>;wB!xihUgHW<>bU5i3n%_U02l-h
z<Lxwb4D-B}=`D~xP_q+pB~>$4aeB=wd;)Us2XTjAjxZ`<*^ng0B{+hVKYrZbp#yD8
zHF(QA_nh!WHOMlG#HI1Ggkh>NV!9{ES=0m1m%H!AE#pTHhiDsDYTb^#ZO)JVeBz>R
zDGAWlujY80E`AK9EGi=_SQVHVu8HS~+v;65lhMSuTlg}OP&2L9vG<S2*8TJSHaSp~
zxz@eUK0BY4vgGmM^vCd~#J_$`?5^apZpql4y-hN%a^IB!6xx+1pGU+}i}(=IeHRzu
zW^OWpgv(|7izg9>pvzt2jCJLE{%L20&DUO?4uS-DRBK;uY~Sz!s^EOH8C=y@O0aFa
zOtS`$wJ3*;)X^mZq%p_xk)(}l-HbP6fGW$hI3SKrh!pk?nbcB~BBYR_tZN^`M+r13
z1oBDkYWaA6++%W`VlRFIbOt4>&+Xzjgd&0wGU}^87R72kV+eCZvQB6a*D%=97Ph~d
zRr+lBA!(v#xo#IQ4bh!l8=r&0W)@Ncu2O?_9kw3>*?4R7a`LOCy5BwJS5hq?=V3yI
zD+QP=Gg8X{D}bt&hT6288)}-lp5>t}JzN@7ao<(}i4EQ48YDa|Ye1;8b`b<5sHw5$
z$k%%<;OvKMru4>(#lHHWHoQcPm#o9Cl=tLASxo&p63~0vI}REruJrA*j|e)6TC;{W
zy9>AiOG)4NYcD6@_+5dlki}zdHsx*6r;a}A|Kvl(k~-#38t8uhvsht@GZ8prYoFh3
zia-5w7+u_b^LG05+SjCaqa;Rb2XnUSXu_?L84{z+qjgb0??^E&fc0T9NN$59knFfE
z#oyRFZx&FusMDGBnLM;9MK#S0#0o>drLiEB$_$A05^JmSk6*l~(kM>welwqJ6;EoE
zlplUWBTS&eCVIKKOo~84yZ1dj!cxOi5;x91c8+3wP^2yYg%Ely(I-@p&t!m(*C0P1
z74a7IZz!Of_AZ7Qs5aQ5`4KfQ`UB12m|43^MC~WGKOmMnBrII(MHXBxbf+Meesod#
zIz|ay%-su6!0a~5-%Pks*zJ}9OG1_(O~JPSq^A6>iQ6bK^l-oU-mwKPpKJc<N$BbN
zY<g?Kdz=KLf8m@SjofO10rKVfm*?=|&e@x1)Rmd<O!QE_7S>9SmYeh6Qc+kMsOu}}
z-5C_}=JIbVr^*KLo@%Fez`sv(V2)===ITmgCMQN=jdXI#%dn6z2C&i8B*x-idpq9U
zpU-8dsh4oLWn{sAe=7sQhWux$-<2kIWh-KyWLO{#LXn9`ExswGtl{btmg34`kh>)K
zIN3tgL^bL7-QF4d^=P@|0-Vr|axRo<EX+YGlh2acByv;0d?HUKq@8<>R+~L^G`!2z
z1!hl@Yo9wg!)^rJqcvpsmb=+sIPDh3WoBF*J`~lFcyGiImWX@ZZ){ZTVM+W0H$HV+
z(#vf7>dov7z&GsCg(|^ePDhIlt@G3I$AsihRp0mY{o1TT%8&RGUgBLk@7@itZ7_v`
zuMn?yHZk$yjqanPYUb|mE7(FTt0Xt&TIqBma~}AEmqy~1+eUxJ8ay-K>tu^56*vq2
zAS?1#bmgG)BTkGE-lLq8u;TNe5gIN2M5yBT^gVcADsD_19<zluOxpcbX2Zl9>N&71
z{ItPwAgA8NQM7Q}t@6)8@=$}2toczmS1)!;yifG^>c;7p@XBXGQ?Amwrx{&!hE``A
z*iCL_Pg=8mht18YRQh)wbZaOS|DGk(2K5Jq<D)(*HTGOH=@EW<z|&-7UDzv>|8s!~
zCz=?^hI+Ace4g9EfyZ`SVj5FLRJi&#>OrdJ%;K^&CO;YwTBZymE{8yOXDmscXz|x6
z?RCe781P84wnfN#1{@D`6jG~9x4RR4xNkbM@#Ms%SS<DDM|fV<9RIXEKqbGbR44V?
z;H9WqaTzTIwV-mnoHfvbzttwOXql}1<CPneCszmJ@f=~%&O%$K4i>q)0`ZT((Vb<e
zHYbiTWm)RpC<RO8cw)hW3C%8!-imJyb>zFaCqqi1?fu-<wso@UhKWNtd>2h`3W7wB
zVnB%n-pKC?*-l<MwI%~Xa%Z^DS>Vr_UNUE^+Oc`FuI_AFLGDwHwf0<a{+lk7i@c>^
z*_39#yZm_e3@wo<Z*=P6${jiJp-WzO{aw2oR9?pB3H%$TL1-&*9Fs{b?NTB$llF+X
zQ!fa48(Y~v6Ne~1BBUHvF|U30hQ6qC;Bu=K_+#9kh-J#===s_?S;@s{M?V(fuH_g7
z<!Z_~N=^}w#*oDiE3bHXut#T?sXDB<4uK5x^VU<v*BnYGlP09%a^ZpyR}XeA#dzzL
z@mXoi$^FIzfd^uV4@weun6k2U&J#IYG<&`kA=#{~G<Cz>xN$V=KM>D`K;~s-u)4DB
zd1*xDx(Rw+@M((~?$2DvS#y*Qe98iPiZOvCs!j-&&b&bsYkD@jdT?lc%V*}sL>Y2H
zpgSfUd3Q{BU=_5ldSY+$LsZDS=;BMuX40vpjf(Sh)nW!g#s+k9Qbh`s%tu;VE$_Lh
z&3qHktIp$h9TU(3pVTn^5C~CcWWqm*bWGauJ#61zf9|ku`8n2g4I)ea9E-!+vnAiB
zv}=Mo(Q~UN@m*0y-;K*0F)>JFiPB{2>*xw>KFgSy)w|X2I&4(As?z3GRwmew?F6eo
zQPQ|o2-aeh6}>NKn*XF3I7K@-s~7z@uSZ=^$;=kO(LK?w!jU6#&X&j?m#O9Y26tkb
z%&qRCCJX6aWdz93f)BKZA_kw=mp_m!B6~A&&W3))j)M{BQxn#u`KY1lk7Yjd@JV%J
zrJKGT%b?KY3n*-dYzCLWAy{oN)Fc(gWPqS$bZt;HejH=p(E~79nht+ia`&x$x8LAx
zALms9azKLh(XW<obts$Kz29qgUkDP`*w7C(0mL=5n>&Off6h^(N=XZwP|K)_3wt=v
zbNZF?>T4f9IG$d<iKC4_B_N+awCPY@P22ksc}%Eo`8M685%xgQE!D{$xuuxje*-`K
zHP|Ao^FnM|HgEGqKyLjAfzXDL@A*?dYa?Is`+W`Te0(qAW&^oz;KBYDQ<svYyq`_U
zSk2aJ(X-m}nO%q4JUf-VYS;l;Yo&a}i_2!6NA0mJ&DVj`2(2&bu~8U3{n53n-PRG$
zHoXyc4%)$}@&#4YJTHT;Exv9fJADDaJm$Iih<UEup6347^6lyiac{B4)?NZj%Ndfr
zrR@qu$#QY$tTEzutW%fr_<TnEDL?RakDZu=WGA%6T=)I6mZ0m-wM(icP<$VKd+3k*
zzx+NmFHBeXs%Mw{x>9TZR3-oDG=$kBt~`zzB@kwsHeT6^?f8&zMcJ3Y9BL>Y!adwh
zsCs#gy5)H&p?WIg3rkG9cdyECVX^Py=vrnYZ#cgT^7+rJy^2;$49D(KY<r-!`K+|N
zRL0~5rr#wDz<=&{BFwjnoMd};ss_89V;IHjK`#g9dKVd3H7m|2=uDdjgXI{FI`=n_
zM`1@aH}7BUixw}_#&CxO$h{O;H*zmhxV#ZV71v$Dv$zw!hkwWb>y)>Ih0HxFC4oGq
zm-pwYYdVnKjV(Ey;2FQ(O!$-&e6pt`ex-s4J)!We&}qKYz2xGx<T^l4y~C%>Yo)&`
z$4W8T8o+TD+4b`?{p_`Q+iO!v@?H%K6i%l}OTr|<*h{ES(A*JT^352-L16fFvs&jK
zXB8tpZBi@vwTOk+<v?z5&j_dZk1J%5%@#LnVCBh39zZ<c++a)beDM46Hc{94ez;<r
zdm#PLwm_ReM4{?8wG_`K*Q|rM?ZW$yTR0>4!9>y16hfychZo1Q!>Q7_1KWKCn|?eN
z^1_amCwx{1yjXzY{&=i!=qS#Zdg9h4wuT-rSm}325faKGx_cF4d4GK;(kjn?xYb{I
zol{!;RtG)d=Q6}5ZN8J|@RVKfJa+MSIPp&AGm7UOtSf&g_Bs_`|9=gTfBPS%e>oB(
zB1Ymv#6kRs@CaD)ft#a`l^ij}nA!#k{a^m%|KKNTL@veG&C64r*fRmCD@sd&<)!4o
z@?a?$1t|q_DOq7DDPa*wBczw3-xDV!$Vgq2SHsiA&C`k3-ObZ4&`m}GA|uT!&T9<<
zOG!vui-`PNB@pT4Oh+xnD?@buF<yuqk(}cFdq6a>oIFI1sOGQndj2OSFD3hL%ol0z
o=I(@~`)^prEy#(NNU_jS`}o=;egCHdSQ<=6EhMC2s7XitU&7l+0ssI2

literal 0
HcmV?d00001


From b66779341c98481d9f2691d58cec5f3d0a94d971 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 12:46:50 -0400
Subject: [PATCH 151/364] fix deprecation messages and unused imports

---
 src/main/java/technology/tabula/CommandLineApp.java     | 3 ---
 src/test/java/technology/tabula/TestCommandLineApp.java | 4 ++--
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index ce3d82c1..8f29608a 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -1,13 +1,11 @@
 package technology.tabula;
 
-import java.awt.geom.Point2D;
 import java.io.BufferedWriter;
 import java.io.File;
 import java.io.FilenameFilter;
 import java.io.FileWriter;
 import java.io.IOException;
 import java.util.ArrayList;
-import java.util.Iterator;
 import java.util.List;
 
 import org.apache.commons.cli.CommandLine;
@@ -21,7 +19,6 @@
 
 import technology.tabula.detectors.DetectionAlgorithm;
 import technology.tabula.detectors.NurminenDetectionAlgorithm;
-import technology.tabula.detectors.SpreadsheetDetectionAlgorithm;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 import technology.tabula.writers.CSVWriter;
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index b5b9663b..fd79e9c2 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -10,14 +10,14 @@
 
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
-import org.apache.commons.cli.GnuParser;
+import org.apache.commons.cli.DefaultParser;
 import org.apache.commons.cli.ParseException;
 import org.junit.Test;
 
 public class TestCommandLineApp {
 
     private String csvFromCommandLineArgs(String[] args) throws ParseException {
-        CommandLineParser parser = new GnuParser();
+        CommandLineParser parser = new DefaultParser();
         CommandLine cmd = parser.parse(CommandLineApp.buildOptions(), args);
 
         StringBuilder stringBuilder = new StringBuilder();

From 1ff7e197689c3120bf3e5022738e619176e7b5f4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 12:49:08 -0400
Subject: [PATCH 152/364] we no longer need DummyGraphics2D

---
 .../technology/tabula/DummyGraphics2D.java    | 461 ------------------
 1 file changed, 461 deletions(-)
 delete mode 100644 src/main/java/technology/tabula/DummyGraphics2D.java

diff --git a/src/main/java/technology/tabula/DummyGraphics2D.java b/src/main/java/technology/tabula/DummyGraphics2D.java
deleted file mode 100644
index 88026fec..00000000
--- a/src/main/java/technology/tabula/DummyGraphics2D.java
+++ /dev/null
@@ -1,461 +0,0 @@
-package technology.tabula;
-
-import java.awt.Color;
-import java.awt.Composite;
-import java.awt.Font;
-import java.awt.FontMetrics;
-import java.awt.Graphics;
-import java.awt.Graphics2D;
-import java.awt.GraphicsConfiguration;
-import java.awt.Image;
-import java.awt.Paint;
-import java.awt.Rectangle;
-import java.awt.RenderingHints;
-import java.awt.RenderingHints.Key;
-import java.awt.Shape;
-import java.awt.Stroke;
-import java.awt.font.FontRenderContext;
-import java.awt.font.GlyphVector;
-import java.awt.geom.AffineTransform;
-import java.awt.image.BufferedImage;
-import java.awt.image.BufferedImageOp;
-import java.awt.image.ImageObserver;
-import java.awt.image.RenderedImage;
-import java.awt.image.renderable.RenderableImage;
-import java.text.AttributedCharacterIterator;
-import java.util.Map;
-
-public class DummyGraphics2D extends Graphics2D {
-
-    @Override
-    public void addRenderingHints(Map<?, ?> hints) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void clip(Shape s) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void draw(Shape s) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawGlyphVector(GlyphVector g, float x, float y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public boolean drawImage(Image img, AffineTransform xform, ImageObserver obs) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public void drawImage(BufferedImage img, BufferedImageOp op, int x, int y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawRenderableImage(RenderableImage img, AffineTransform xform) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawRenderedImage(RenderedImage img, AffineTransform xform) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawString(String str, int x, int y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawString(String str, float x, float y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawString(AttributedCharacterIterator iterator, int x, int y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawString(AttributedCharacterIterator iterator, float x,
-            float y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void fill(Shape s) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public Color getBackground() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Composite getComposite() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public GraphicsConfiguration getDeviceConfiguration() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public FontRenderContext getFontRenderContext() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Paint getPaint() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Object getRenderingHint(Key hintKey) {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public RenderingHints getRenderingHints() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Stroke getStroke() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public AffineTransform getTransform() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public boolean hit(Rectangle rect, Shape s, boolean onStroke) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public void rotate(double theta) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void rotate(double theta, double x, double y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void scale(double sx, double sy) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setBackground(Color color) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setComposite(Composite comp) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setPaint(Paint paint) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setRenderingHint(Key hintKey, Object hintValue) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setRenderingHints(Map<?, ?> hints) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setStroke(Stroke s) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setTransform(AffineTransform Tx) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void shear(double shx, double shy) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void transform(AffineTransform Tx) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void translate(int x, int y) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void translate(double tx, double ty) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void clearRect(int x, int y, int width, int height) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void clipRect(int x, int y, int width, int height) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void copyArea(int x, int y, int width, int height, int dx, int dy) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public Graphics create() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public void dispose() {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawArc(int x, int y, int width, int height, int startAngle,
-            int arcAngle) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public boolean drawImage(Image img, int x, int y, ImageObserver observer) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public boolean drawImage(Image img, int x, int y, Color bgcolor,
-            ImageObserver observer) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public boolean drawImage(Image img, int x, int y, int width, int height,
-            ImageObserver observer) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public boolean drawImage(Image img, int x, int y, int width, int height,
-            Color bgcolor, ImageObserver observer) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public boolean drawImage(Image img, int dx1, int dy1, int dx2, int dy2,
-            int sx1, int sy1, int sx2, int sy2, ImageObserver observer) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public boolean drawImage(Image img, int dx1, int dy1, int dx2, int dy2,
-            int sx1, int sy1, int sx2, int sy2, Color bgcolor,
-            ImageObserver observer) {
-        // TODO Auto-generated method stub
-        return false;
-    }
-
-    @Override
-    public void drawLine(int x1, int y1, int x2, int y2) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawOval(int x, int y, int width, int height) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawPolygon(int[] xPoints, int[] yPoints, int nPoints) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawPolyline(int[] xPoints, int[] yPoints, int nPoints) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void drawRoundRect(int x, int y, int width, int height,
-            int arcWidth, int arcHeight) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void fillArc(int x, int y, int width, int height, int startAngle,
-            int arcAngle) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void fillOval(int x, int y, int width, int height) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void fillPolygon(int[] xPoints, int[] yPoints, int nPoints) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void fillRect(int x, int y, int width, int height) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void fillRoundRect(int x, int y, int width, int height,
-            int arcWidth, int arcHeight) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public Shape getClip() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Rectangle getClipBounds() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Color getColor() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public Font getFont() {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public FontMetrics getFontMetrics(Font f) {
-        // TODO Auto-generated method stub
-        return null;
-    }
-
-    @Override
-    public void setClip(Shape clip) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setClip(int x, int y, int width, int height) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setColor(Color c) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setFont(Font font) {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setPaintMode() {
-        // TODO Auto-generated method stub
-
-    }
-
-    @Override
-    public void setXORMode(Color c1) {
-        // TODO Auto-generated method stub
-
-    }
-
-}

From 56deffa9ea6b54eb8309e976465c4eff3fd81821 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 12:57:59 -0400
Subject: [PATCH 153/364] style issues, compiler warnings

---
 src/main/java/technology/tabula/CommandLineApp.java       | 3 +--
 .../technology/tabula/ObjectExtractorStreamEngine.java    | 3 +--
 .../java/technology/tabula/RectangleSpatialIndex.java     | 8 ++++----
 src/main/java/technology/tabula/Ruling.java               | 2 +-
 src/main/java/technology/tabula/TextElement.java          | 6 ++----
 src/main/java/technology/tabula/TextStripper.java         | 4 ++--
 .../tabula/detectors/SpreadsheetDetectionAlgorithm.java   | 2 +-
 7 files changed, 12 insertions(+), 16 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 8f29608a..bf65eabb 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -178,10 +178,9 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
 
     private PageIterator getPageIterator(PDDocument pdfDocument) throws IOException {
         ObjectExtractor extractor = new ObjectExtractor(pdfDocument);
-        PageIterator pageIterator = (pages == null) ?
+        return (pages == null) ?
                 extractor.extract() :
                 extractor.extract(pages);
-        return pageIterator;
     }
 
     // CommandLine parsing methods
diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index d9c4f092..bee52511 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -253,9 +253,8 @@ public AffineTransform getPageTransform() {
     public Rectangle2D currentClippingPath() {
         Shape clippingPath = this.getGraphicsState().getCurrentClippingPath();
         Shape transformedClippingPath = this.getPageTransform().createTransformedShape(clippingPath);
-        Rectangle2D transformedClippingPathBounds = transformedClippingPath.getBounds2D();
 
-        return transformedClippingPathBounds;
+        return transformedClippingPath.getBounds2D();
     }
 
     public boolean isDebugClippingPaths() {
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index e3aa633e..ed06570e 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -17,13 +17,13 @@ class SaveToListProcedure implements TIntProcedure {
         public boolean execute(int id) {
           ids.add(id);
           return true;
-        };
-        
+        }
+
         private List<Integer> getIds() {
           return ids;
         }
-    };
-	
+    }
+
     private final SpatialIndex si;
     private final List<T> rectangles;
     private Rectangle bounds = null;
diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index 8d455dfa..8eb16b5e 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -16,7 +16,7 @@ public class Ruling extends Line2D.Float {
     
     private static int PERPENDICULAR_PIXEL_EXPAND_AMOUNT = 2;
     private static int COLINEAR_OR_PARALLEL_PIXEL_EXPAND_AMOUNT = 1;
-    private enum SOType { VERTICAL, HRIGHT, HLEFT };
+    private enum SOType { VERTICAL, HRIGHT, HLEFT }
 
     public Ruling(float top, float left, float width, float height) {
         this(new Point2D.Float(left, top), new Point2D.Float(left+width, top+height));
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 7e58ff8d..6e232854 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -95,10 +95,8 @@ public boolean equals(Object obj) {
                 return false;
         } else if (!text.equals(other.text))
             return false;
-        if (java.lang.Float.floatToIntBits(widthOfSpace) != java.lang.Float
-                .floatToIntBits(other.widthOfSpace))
-            return false;
-        return true;
+        return java.lang.Float.floatToIntBits(widthOfSpace) == java.lang.Float
+                .floatToIntBits(other.widthOfSpace);
     }
 
     public static List<TextChunk> mergeWords(List<TextElement> textElements) {
diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index 842d5299..3e1c82a1 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -13,8 +13,8 @@ public class TextStripper extends PDFTextStripper {
     private PDDocument document;
     public ArrayList<TextElement> textElements;
     public RectangleSpatialIndex<TextElement> spatialIndex;
-    public float minCharWidth = Float.MAX_VALUE;;
-    public float minCharHeight = Float.MAX_VALUE;;
+    public float minCharWidth = Float.MAX_VALUE;
+    public float minCharHeight = Float.MAX_VALUE;
 
     public TextStripper(PDDocument document, int pageNumber) throws IOException {
         super();
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 87a2193d..04934f11 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -25,7 +25,7 @@ public List<Rectangle> detect(Page page) {
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
 
-        List<Rectangle> tables = sea.findSpreadsheetsFromCells(cells);
+        List<Rectangle> tables = SpreadsheetExtractionAlgorithm.findSpreadsheetsFromCells(cells);
 
         // we want tables to be returned from top to bottom on the page
         Collections.sort(tables);

From 0af623a6e0af756f71af417e3c9c5731e9f3f6bf Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 13:02:19 -0400
Subject: [PATCH 154/364] cleanup: remove unnecessary imports

---
 .../tabula/ObjectExtractorStreamEngine.java       | 15 ---------------
 src/main/java/technology/tabula/Page.java         |  3 ---
 .../technology/tabula/RectangleSpatialIndex.java  |  1 -
 .../tabula/detectors/DetectionAlgorithm.java      |  2 --
 .../detectors/SpreadsheetDetectionAlgorithm.java  |  3 ---
 .../SpreadsheetExtractionAlgorithm.java           |  2 --
 .../technology/tabula/TestBasicExtractor.java     |  3 ---
 src/test/java/technology/tabula/TestCell.java     |  1 -
 src/test/java/technology/tabula/TestDebug.java    |  8 --------
 .../technology/tabula/TestProjectionProfile.java  |  1 -
 src/test/java/technology/tabula/TestRuling.java   |  4 ----
 .../technology/tabula/TestTableDetection.java     |  1 -
 src/test/java/technology/tabula/TestUtils.java    |  1 -
 .../java/technology/tabula/UtilsForTesting.java   |  2 --
 14 files changed, 47 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index bee52511..5043c75c 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -8,31 +8,16 @@
 import java.awt.geom.Point2D;
 import java.awt.geom.Rectangle2D;
 import java.io.IOException;
-import java.io.InputStream;
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.List;
 
-import org.apache.fontbox.ttf.TrueTypeFont;
-import org.apache.fontbox.util.BoundingBox;
 import org.apache.pdfbox.contentstream.PDFGraphicsStreamEngine;
 import org.apache.pdfbox.cos.COSName;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.common.PDRectangle;
-import org.apache.pdfbox.pdmodel.font.PDCIDFont;
-import org.apache.pdfbox.pdmodel.font.PDCIDFontType2;
-import org.apache.pdfbox.pdmodel.font.PDFont;
-import org.apache.pdfbox.pdmodel.font.PDFontDescriptor;
-import org.apache.pdfbox.pdmodel.font.PDSimpleFont;
-import org.apache.pdfbox.pdmodel.font.PDTrueTypeFont;
-import org.apache.pdfbox.pdmodel.font.PDType0Font;
-import org.apache.pdfbox.pdmodel.font.PDType3Font;
-import org.apache.pdfbox.pdmodel.font.encoding.GlyphList;
 import org.apache.pdfbox.pdmodel.graphics.image.PDImage;
-import org.apache.pdfbox.pdmodel.graphics.state.PDGraphicsState;
-import org.apache.pdfbox.text.TextPosition;
 import org.apache.pdfbox.util.Matrix;
-import org.apache.pdfbox.util.Vector;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 7128d993..8177921b 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -2,12 +2,9 @@
 
 import java.awt.geom.Point2D;
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.Collections;
 import java.util.Comparator;
-import java.util.HashMap;
 import java.util.List;
-import java.util.Map;
 
 import org.apache.pdfbox.pdmodel.PDPage;
 
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index ed06570e..498106db 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -3,7 +3,6 @@
 import gnu.trove.procedure.TIntProcedure;
 
 import java.util.ArrayList;
-import java.util.Collections;
 import java.util.List;
 
 import net.sf.jsi.SpatialIndex;
diff --git a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
index 6f717c5b..c292c282 100644
--- a/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/DetectionAlgorithm.java
@@ -1,10 +1,8 @@
 package technology.tabula.detectors;
 
-import org.apache.pdfbox.pdmodel.PDDocument;
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
 
-import java.io.File;
 import java.util.List;
 
 /**
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 04934f11..06f966e1 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -1,13 +1,10 @@
 package technology.tabula.detectors;
 
-import org.apache.pdfbox.pdmodel.PDDocument;
 import technology.tabula.Cell;
 import technology.tabula.Page;
 import technology.tabula.Rectangle;
-import technology.tabula.Ruling;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
-import java.io.File;
 import java.util.Collections;
 import java.util.List;
 
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 78b039a9..7429abf7 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -1,7 +1,6 @@
 package technology.tabula.extractors;
 
 import java.awt.geom.Point2D;
-import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.Comparator;
@@ -19,7 +18,6 @@
 import technology.tabula.TableWithRulingLines;
 import technology.tabula.TextElement;
 import technology.tabula.Utils;
-import technology.tabula.writers.CSVWriter;
 
 /**
  * @author manuel
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index debd9fd1..da40db78 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -6,11 +6,8 @@
 import java.io.IOException;
 import java.nio.charset.Charset;
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.List;
 
-import junit.framework.Assert;
-
 import org.apache.commons.csv.CSVFormat;
 import org.apache.commons.csv.CSVParser;
 import org.apache.commons.csv.CSVRecord;
diff --git a/src/test/java/technology/tabula/TestCell.java b/src/test/java/technology/tabula/TestCell.java
index 384645b7..92796920 100644
--- a/src/test/java/technology/tabula/TestCell.java
+++ b/src/test/java/technology/tabula/TestCell.java
@@ -5,7 +5,6 @@
 import java.util.List;
 import java.util.ArrayList;
 
-import org.apache.pdfbox.pdmodel.font.PDFont;
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
 import org.junit.Test;
 
diff --git a/src/test/java/technology/tabula/TestDebug.java b/src/test/java/technology/tabula/TestDebug.java
index febbbd15..2e8de98c 100644
--- a/src/test/java/technology/tabula/TestDebug.java
+++ b/src/test/java/technology/tabula/TestDebug.java
@@ -1,13 +1,5 @@
 package technology.tabula;
 
-import static org.junit.Assert.*;
-
-import java.io.File;
-import java.io.IOException;
-
-import org.junit.Test;
-import technology.tabula.debug.Debug;
-
 public class TestDebug {
 
     private final static String PATH = "src/test/resources/technology/tabula/spanning_cells.pdf";
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
index 6a953ad0..4bdd83af 100644
--- a/src/test/java/technology/tabula/TestProjectionProfile.java
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -3,7 +3,6 @@
 import static org.junit.Assert.*;
 
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.List;
 
 import org.apache.pdfbox.pdmodel.PDPage;
diff --git a/src/test/java/technology/tabula/TestRuling.java b/src/test/java/technology/tabula/TestRuling.java
index b25a81a5..e21e3a27 100644
--- a/src/test/java/technology/tabula/TestRuling.java
+++ b/src/test/java/technology/tabula/TestRuling.java
@@ -2,10 +2,6 @@
 
 import static org.junit.Assert.*;
 
-import java.awt.geom.Point2D;
-import java.util.ArrayList;
-import java.util.List;
-
 import org.junit.Before;
 import org.junit.Test;
 
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 6e90a08c..33e8cff9 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -13,7 +13,6 @@
 import com.google.gson.Gson;
 import org.junit.AfterClass;
 import org.junit.BeforeClass;
-import org.junit.Ignore;
 import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index 6837364d..5a961354 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -11,7 +11,6 @@
 import java.util.List;
 
 import org.apache.commons.cli.ParseException;
-import org.junit.Before;
 import org.junit.Test;
 
 public class TestUtils {
diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index c4f2fe93..524b497e 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -1,7 +1,5 @@
 package technology.tabula;
 
-import static org.junit.Assert.assertEquals;
-
 import java.io.*;
 import java.nio.charset.Charset;
 import java.util.List;

From 78237c46d20f9e10579919bc15c6a02efbc0a724 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 14:24:39 -0400
Subject: [PATCH 155/364] Remove oraclejdk7 from travis

---
 .travis.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index b2e1366a..46e41e94 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,7 +2,6 @@ language: java
 install: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -Dgpg.skip=true -B -V
 script: mvn test -Dgpg.skip=true
 jdk:
-  - oraclejdk7
   - openjdk7
   - oraclejdk8
 sudo: false

From 7227fe00f6d2d034f10923d6b7b02695ce5269fe Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 15:10:13 -0400
Subject: [PATCH 156/364] Correct assertion, fails (as it should)

---
 src/test/java/technology/tabula/TestObjectExtractor.java | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index 4f539b85..d7ac5a69 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -71,8 +71,11 @@ public void testShouldDetectRulings() throws IOException {
         ObjectExtractor oe = new ObjectExtractor(pdf_document);
         PageIterator pi = oe.extract();
 
-        while (pi.hasNext()) {
-            assertNotEquals(0, pi.next().getRulings().size());
+        Page page = pi.next();
+        List<Ruling> rulings = page.getRulings();
+
+        for (Ruling r: rulings) {
+            assertTrue(page.contains(r.getBounds()));
         }
     }
 

From 9f62c30818a8800e432c5905f093f5f7ec947f1b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 28 Jul 2017 15:56:44 -0400
Subject: [PATCH 157/364] =?UTF-8?q?Account=20for=20non-(0,0)=20CropBoxes?=
 =?UTF-8?q?=20=E2=80=94=20Fixes=20#174?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../java/technology/tabula/ObjectExtractorStreamEngine.java     | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index 5043c75c..1538cfa6 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -57,6 +57,8 @@ protected ObjectExtractorStreamEngine(PDPage page) {
             this.pageTransform.concatenate(AffineTransform.getTranslateInstance(0, cb.getHeight()));
             this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
         }
+
+        this.pageTransform.translate(-cb.getLowerLeftX(), -cb.getLowerLeftY());
     }
 
     @Override

From e94e2910b85605e593dc932b6c23d70657af6d13 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 31 Jul 2017 17:01:37 -0400
Subject: [PATCH 158/364] remove dependency on pdfbox-tools

---
 pom.xml                                          | 6 +-----
 src/main/java/technology/tabula/debug/Debug.java | 5 +++--
 2 files changed, 4 insertions(+), 7 deletions(-)

diff --git a/pom.xml b/pom.xml
index 5baccdf9..51e3a0ef 100644
--- a/pom.xml
+++ b/pom.xml
@@ -237,11 +237,7 @@
         <version>2.0.7</version>
     </dependency>
 
-    <dependency>
-        <groupId>org.apache.pdfbox</groupId>
-        <artifactId>pdfbox-tools</artifactId>
-        <version>2.0.7</version>
-    </dependency>
+        <dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index f58626b3..0c62784d 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -34,7 +34,8 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.rendering.ImageType;
-import org.apache.pdfbox.tools.imageio.ImageIOUtil;
+
+import javax.imageio.ImageIO;
 
 public class Debug {
 
@@ -272,7 +273,7 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
 
         document.close();
 
-        ImageIOUtil.writeImage(image, outPath, 72);
+        ImageIO.write(image, "jpg", new File(outPath));
     }
 
     @SuppressWarnings("static-access")

From 734b6b98aebc0d9e2b09708b2959fc1958e24a4b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 31 Jul 2017 17:03:27 -0400
Subject: [PATCH 159/364] fix pom.xml

---
 pom.xml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 51e3a0ef..1f381f14 100644
--- a/pom.xml
+++ b/pom.xml
@@ -237,8 +237,6 @@
         <version>2.0.7</version>
     </dependency>
 
-        <dependency>
-
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>

From 173575835fc9ce28f4589b09761771b676a051c2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 2 Aug 2017 19:40:34 -0400
Subject: [PATCH 160/364] jpeg2000 and jbig2 support

---
 pom.xml                                       |  56 ++++++------------
 .../resources/technology/tabula/jpeg2000.pdf  | Bin 0 -> 34154 bytes
 2 files changed, 18 insertions(+), 38 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/jpeg2000.pdf

diff --git a/pom.xml b/pom.xml
index 1f381f14..2bd50d10 100644
--- a/pom.xml
+++ b/pom.xml
@@ -63,19 +63,6 @@
         </repository>
     </distributionManagement>
 
-    <reporting>
-        <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-javadoc-plugin</artifactId>
-                <version>2.10.3</version>
-                <configuration>
-                    <skip>true</skip>
-                </configuration>
-            </plugin>
-        </plugins>
-    </reporting>
-
     <build>
         <plugins>
             <plugin>
@@ -105,18 +92,6 @@
             </plugin>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-javadoc-plugin</artifactId>
-                <version>2.9.1</version>
-                <executions>
-                    <execution>
-                        <id>attach-javadocs</id>
-                        <goals>
-                            <goal>jar</goal>
-                        </goals>
-                    </execution>
-                </executions>
-            </plugin>
-            <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-gpg-plugin</artifactId>
                 <version>1.5</version>
@@ -167,19 +142,6 @@
         <id>release</id>
         <build>
             <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-javadoc-plugin</artifactId>
-                <version>2.9.1</version>
-                <executions>
-                    <execution>
-                        <id>attach-javadocs</id>
-                        <goals>
-                            <goal>jar</goal>
-                        </goals>
-                    </execution>
-                </executions>
-            </plugin>
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
@@ -273,6 +235,24 @@
         <artifactId>gson</artifactId>
         <version>2.8.0</version>
     </dependency>
+
+    <dependency>
+        <groupId>com.github.jai-imageio</groupId>
+        <artifactId>jai-imageio-core</artifactId>
+        <version>1.3.1</version>
+    </dependency>    
+
+    <dependency>
+        <groupId>com.github.jai-imageio</groupId>
+        <artifactId>jai-imageio-jpeg2000</artifactId>
+        <version>1.3.0</version>
+    </dependency>
+
+    <dependency>
+        <groupId>com.levigo.jbig2</groupId>
+        <artifactId>levigo-jbig2-imageio</artifactId>
+        <version>2.0</version>
+    </dependency>
 </dependencies>
 
 </project>
diff --git a/src/test/resources/technology/tabula/jpeg2000.pdf b/src/test/resources/technology/tabula/jpeg2000.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..815a5010494fa37c922be709a6dd77b90c3c9c28
GIT binary patch
literal 34154
zcmcJ230zG3`+wOb%gxTkkTx{UzPO1tDWz11il&-Ws>xJZ>`T_jzE*ZZ*|KE6_MI$Q
zE8GyWT(T76_dMsE=A5Y+jr;xodEL0<vpk<?eLv6hIcH2f9Qs>w*&+jze~Pc)G7zvh
zEJa{A%fQ;&z{)WyND&+sHJW8LEG)`4DkiMz0|P6sxWL%NXgSNu8-8*Ph(B0X{S{HM
z23B^m7&-opWi>z^F-{&E79_KD4~z&K8z(ogu`!TG1rs|6|DSH<9Tq8%vGi0#%A%N?
zh^b9@LLpDJvxNGP&yz}3A4;hY1*%U(OafI0c8-*dmK#_Nl10MleGIG|<iI4khfEn6
zLvqbQF+dg(603-k+mqZ2kwwJ7jA3EHv7sy^$kPBg6E-?DmW7nS|GC)l2FJ-F!eSFy
zNQNh#fMThSdtkUc2)Ih@>n4jC!-`b`BdO(xb6NEdi-?sgS+I_?6OSZFwFPlVD_42c
zXxLqZY_PHmi;eM+EA17L(Lf~#ii;b@#46>oNCQ3mrLV82XOOL@SNCV-&pJPT{D4n}
z;D1X4#a*xLnpiY*Z5Qj5$$Z<B<%1ioXcBy>`H2SoMXk@RADR5}{*_e@7WET`u>==q
zg)N?1w{iI2sY~~cE}jr675m@(R(QAj;7DtK!>0R|#rWGTAMm(qw~x>7<u>Y)@BB|`
z`R%-kox}F|og7rkc5(X{J4o-@^5a&1)1UH2w`lvULsIXO@b~G3`4+Pd{=0U5VE!Mz
zI|h6)Z5<x5FmGMzsdd4It8@P9x3-I@<;6@7)8cZ+*I85lS+sFqqpsFH1NFNen|NtN
z%92;}t-m$?w~6=Jb<@J*61_)E=@^wQS@!(ur!ga!tk}9JeNnH0J8l?f&#wG@LXwh}
z5gMt?3!3kl-TTDmdTYk+eKfSPN8wB5&<#0)IROui9w%-47VmZLaTnvmqq=>p+i~$d
zpM|e8p6pIMS3kVMJJNE;;5o(x>x=d(HV&Gvu#azi;!8&BcJ2CxS+*Z^;93^%)zSFX
z>vwi)VRJ9YaQ}<}nFFu><jxzvY2@GE{CxZAjlG-w<5JnPl=7>_J#V)iJJ<BnySjr`
zEOxd08CV>Ub?{KQ4cqkFUH3_b!=w$Q$4>uK@1jjT_nd=Uln)aNPMI~by*h1mlY`5b
zq@*?4e_XuT)YIqdnfDXSd$bsJc1ix*Ilc`nUi#{-^lp0Op8xmHMaA1)KYSNt8^1~6
ze{&mX;r3_bkP~l5=9e@%Y`8P|`a4fvVQc+0*K=?6w(D&==v#`S&zjI@hL>IV+_EoL
zm(Op#7@RtaH7@0g>(3^iy*BloDKqbt95>^D-+I%5n|in%6n{)pTs?eX?wDgO+di)N
z@+h}Y^TT^@ni^eoKf!eyJ*1EA$xf!X^9mR5Y<Q-_-XT^KE{!WNl+T%D*Yn4VJFFQ?
zd=uw?9n@EU+N|85Nhkg9n`8@i-(5NPQ^n-csr}0OS!J6|KV_OYa_7zP-dUxFUd_!)
zMu&dtf2qO4{?P}<`oGS8W7IeO&nrA$!xyE`eG?ky-n%-WdFAZnrdv$TMqA`Z^sL+G
zu8~yo^`_OkK(9>=+$vpm?u=YMX7JUcKDogqu3r+K_?f=S*?qjxw?(--w)0r;oRy!K
zEqv?PKEH55i=!r+6-JMj&S>c;a{6$wIm=Y>=V+G|R>!>3ukdFSwC;PnRd63?Ugs~K
z{=4pONeQy;*80bv%LiCC{eCpGgYZw@C%1}TLl3?Z4S2CY>9+6q^?NsdCR#q*8anHA
z$f!AmZ+^-OUNw90=jB_H*{@C<$(~@?y?)$|9$wam6E^k^H0Z<$x5?NuWB%5AQ)Hui
zPG0xNG2`)z-`}@=*R)O|XX>Vs;oIUnadPTkUXosa`}n`ylK+m`_|9lmt9m6f`ERo8
z7KR>K)G+(!_|FFRrGMOL;M4YiM~BmTT;=7J#`az3+FO0`FpRk$-tg%=^CvcYE)ToO
z+32Pp(I|fA$F+4{-EH>hz>eX4zAoQhJSH?$vFTB36T=?7g&*d15G@%px47%!_TAFP
z$6o#Vc4WJ|4fjpIGfKQv@pE#$N25kgGLJ53H6uXu_;jw*)8{L@C;8s3li0#aV6<*S
zQhed}IbYn1FCShtrb(}i;h*3A?Ao=DLB+n=hC5vU4mn?Lb@uFnq?3nxb;!AY!}Kig
zns}MRoZCf~XL>}(JPgtE&8$D?s?*5_N&TDptW6I5P>_;1uzAYv^MkGg*w!7q^cd%~
zNkRIsp(k$t`)ORb&5^~9ZWS(dn`Bn#x4$x?bN&^N`VWeEEs}cJ2K*~~>ZLUKk-zc9
z${3r7^lq+(+nwqfybC?nIky|<+qEU@hQ9fBK)SF0gSVE(MR|W(=g4*?&pTt%eMN3T
zd!OJ+m&0GUm#?`VsOZu1aq52O7}E;-7kNhy4s|c;vhU53wNnJ_l+*Hpi{r;-E~&Ig
zzjHRku-lZ~Cmx<K^twEyRp9KmcVFF(c#+Wf*rsI-a=jl0^bBELIktJm?bP_@&)=Qg
z;<vZi%VT;=JPt1I{e4(^rTBc%u7ZzyR-YKN=y+D>gg54jMNNyw#*9g<$U6RY+PCLT
zru`grA?i@G8Re`*QPAIpBkFRdzM1f^Wl66YE%MhqU)ZOO;Ikrhu+d&#<&BLOuWjDw
zaDT1es)`LiIbNP?wihh$a({UA-}~YQP5Z3+=$f0CnP)h${l}X->qolRFCV(ev)}59
zgMpo_hBs(3?os5+%c}&o0iK3ASDt%ir7A*CL?2st)NR;a{j7ucP7c~UW?dJX!0{=;
z$LBYib@P41ninIN7$*l#KAX45N3{RP-unNx?zeud^CQuQ)z@N2e_eB9bi87c<0fCD
zl8r$@Q@=agz8H49O_aUx@{}#(S6yvY*J|%W!}ifH2Mo^{oYt}IyS?d4|5<LXkKTVT
z>Uu4HzqR$PSO3hce3owcYV!#DjxT2i|HDh3pqwQ*`Re(QmAy++>bgZ+<vZqIwHPe<
z@=R~>pZ9Zaw(BDuaY(qHfBM>tGn4NXw{CFIx=nbCu76ZIOn=vVz^5rT!)}c0&^s+`
z@U~M6yIoD+)#>q(daWC6Z059KhOcmIVb5tZN6!$hwM-g$>ZPmwrv~-jw$12xpwraw
zNf){;J<pLXY1!b}Ue<`=Hy%BCD~)=ZKeq0;>kkEwZw%fWYWzVjrLyeisOOs^WRDKN
zl|IgR5^=C1{_GD^x4mr~B8vVpz1;ip;9FL%?~j_*|C&+RVNe}O{IQ#Y^WMtEH-1ij
z+1Gi%z##pSXOs6Q={M-_>eKw)p$V<rpZpA;DVw#de>bQ1u6u4|TCQ_RZ8!6&au<Kc
z3VnW2_wKLno^t<Mu<qT$ZHvd5?8+a=+t|;}q|dfH&GpRIv>yDk=_)yA>g<N4$+JBY
z{KA`<Eo)#u$K2UBt3dGV($~_4`8{|>vq#ODYGQx&f?nSFX-CRd&D@<ouZ3@655eYX
zhu<e{+x95c`f6`$>noF%F1<77N8zC}l|y!qH!-*T(kkoU-SaA+ox3*secH^ie<n9x
zYp|lMXj$CMwB6bBPi}qTH=r!q_(hvZc5~{QB${pGTjzB+|6*gX>yZmvyNeEmPuedX
zyS9nmz#g+ACvEFhZ|nZ^^W*lM^S`?7+U(5Or{@K$-J;t#bjsXgXEdr_%gT0-njF>l
zcFnpbGn(_Y^OT2AZNBXe*nDE|xWogZ?98(+=cFGBj<?u%ad7$0CN1-2IpK%X+HKg~
zs6&%g=kk`X-MV<?#To7XE?s=6??1DHwtl(1#P@RY^gHq$r7t7OyZbbXcoH#S`Vo%D
z<$yIq)=tbnclGj)-uvh6wS073^3RE{U9V&}H81|_%;22-tbcYbdVl10c(7CIva9p;
zH=S5EK`&`~LB-jm0(pX=^ZN3O-kH0<I$xJ}8$XkO_{gDQb4Knu63e=8?ve9hRSWSN
zi@36BbN=Z)YmS+1W50%N4|k2IFBaBm@%N_BUM}bRr3lY=$eCL2deZ$zUe+BB*83}F
zX3TygiRXg(sm<qhz20Rl``)Owd$;z^v@DoE<JI`dYaN0PSG?la8Qtyj+VpMg!rAUq
zO}ZOLxU{;-K6~Nf`|Z42r3-AwKK&yluhYaso%-56?7-@_Xoz4}$L!5_1j|M7U*qb!
zf3i*Y4<0u4Wroib>rs=|^*WriuIS{Ky`I*|{Gw|c^i3R(cl@(~rO4@JWTMx>4FR8T
z_vw-Qu+c=0;|cz$9|aXHvYMar78jbCwHexVXojVp%a;PSg@?06-wkh^`_5~Y<a)c^
z<UtMcm#&D&ZT&->a&qXc#80^`pZ#P#`S|JOswW{gdfl_NzB9x4)FG+z$cmp?h*~*%
zfLrxi>ghEu*V8jBMkI^B`Vl|tG+^OBH#<=MpX=zg(9>%$+pLe#<z@cYPbN-&yZ6qz
z!_k%7!ejkMunRtL2M<fk+WKRwTj}jHLoEzr?IV1oZ|;@v9#lN!$V|z*wxKKJX1rNj
ztV{#CEFM<sf7D`}ag#+J?qbs{i*c8GZ9eBLaP(b$@MZ^_qw_}&xfxY&vy)F}1=ptQ
zvx4299Ks&o89jLR@(E`aPrS6;Z<7C)jHd~SBBSE#W6u@$JCnN3xJ{WI=j5%!`g5kX
z$f~gG+(kYy?4Qhl-CHx<*i+YinExZsZ_I(hbVbRx2^+rs>@w6lU1I&ut#xT-<~t8=
z8kKYN&B=Y1rz_ssSH|?p(|@z`?c!9QZfhDnzS`&CQ<+^>xy@|SbKUcdBkx|+?=Lho
zh+LWHo6=fVKiYG?Ald57!sbisi6&iFI&=>{qrZFV?)jy~zI%*fp9Ymb-}~)C-Gn;R
z4U;=BeL7|P&Vby~UZx2K!owCnNA-QQr`xl6XZBtcawiVoQ0bYPdn@3eWu~D|QU674
z?_Rs!t@-M4kL1T4zO#Fbm~v|Owv3~_7q?AF5q@s<&evj~&)T)k{hdy>o{*OsI?3aX
z`{|-JCt~k4@1<y_ygIQ*mu7+H%U+sI$nIKNXNGUnaW1>-AKrd}>+8EGA+TX(qesbW
zhi-~KrZ;Wt_*v<r3kFK^v$tpDWj+ciNL}@;?}G}DoUfZoS{&$B`Mg!|<9V-Mr+2H<
zeEsUP!y@za_jfC~=3_B$=s(xv>hzl<$eJ}~@Y79>(>uRN-=hC`q+8yD9-dn~O^nQb
zgiO1)`gu@@Z|ljngZmY|UE;AuIO3>Jj>*qq@;f({>T%l4b;z4{@Zg<=`>xCn@V~h5
z*+^H(`r8-7+^^qvY?3@^G5?T_QQuM*na`VNFZ%DfGG@vH+maZI9$rs|MY#3xvspK!
zeageit*g$QYTUikkly^;t%Qe$&U(taJNnc3m=ec)1IwimLvp&5`Sn^iHGkQ#n<3jj
zZ@>0@^qrgcvf^`F-+J`oz|2D(L+c8|GR}oeYHYfrPD*>b`Gd~&F1z!LH}5acPu}0%
z+Ru!7TeR3&ak|tcH{-?Je%mLQc5td!a=1s^vCURLuzwP>OX-=;N`AH~;P|WPu@e6q
zgRd68|1?^<Bj8%oTfv2m3unHYmU+oy^TWDx(+j7sOc~cIApO42@^*3YlRD2kdqA1-
zaoMEM(ie^PZrifbxQ$u9Nh-%E%~ol2pr66{I^B28>*Va(VQQV%u_HQ9e{DVgRJicZ
zx&{NjZ-4q$DII=n=(Nht#=SO7XuWOm=)j_mcT2lJ>F#`L&7#jw95VJlZTT>5)1oKe
zq-z{H4|r|3(`aH(1Ggcqwwm=Qd%XF(VXtsw{XM((ng<j$Yj~~2<fTJ;UJ?)9ICIy>
z1+vV6e`H_EZ*cy`Dpxzdrr!fU%F^q#3(Y<@*(v1f6mER9yV+5<GrLyY8GDR#y#CS6
z*G;Bo41Z8Zdf;(`qboM|F!H||?HPPAq<zNrl3~x&`uWIniZ^ak9(tDgQ|8^H>0DOX
z)@zO0MLnFZU)0uQ?_XPmZC+=#%o<>o@0RV)s++mKY`3tW&gAu-2H$MlDbF(CzQRMc
z`|<n^vmIrp6RZZ#-4s_m!TF*c?@R}ifpXt}x8<&ki^)t}nttoevXYg3SxYiDAAMxM
zzT40rH<vkQbWC`hG_{+>hN2PS8(8m;EkD>NYVx1;h702^pT0E9s{QKH?;UT}sYont
ztu(7sn!czp-@fIgqC=<L%i4Zjmp1E0yRhvqW;~dg;y7<`!@yMDi{68>eneL)#yr0E
zzVr2A-7?1vjXJSw>b(0$n?5hLuy=XhD_ZvU!N5-aJ2g4CW!`yxe)Qazz2XlVeQh?P
z>A=8}_$FsAUH<I3-F{X44XZ~l-Yu-tfipd^)wE&Hf)<=AJjS^_L6X~V<savg+kfHP
zci-90aK!td;!$fRm)u<CH74C_;rQ_-<rmC*I+`3mn;6Tl6aRhShr<p<Nyc8YtS|X`
z%dZw64nMZKIAg2f0zJdzh3ozMp1#`K<LJ4`BlmY-b^A)AK{Lv}o^)RCS21yEA2U&_
znOA&PetcPwW435hv2X8FXS+nRmdumSOE6ti64}(_RL9kQ+w?klDdO*>TLp7Ga%Sxa
ziQHkh*=+qY!S42%?`L#*GB2f9^v!|3osy4zdu5PP&+_%x0ZAX`PS-CBwQ?`_N&Cdh
zIX!j2_PoF3W1al-)Bm1!taIAKH7D{`7(1kx9y+BsYCOL6(4l7wqpWT1hYRe7g_QOg
zeq-!&PU@8LufK0G=^XRSW8vxgEcfiX#vk@A&+=&^T-myhtx?3F!ba)0XF0W(TTR>A
zxM*d-T$h3o!dxdCkB?JxrX(1ASu{#GZ{(8PBU>&cTp5zL)V64Hy`r@qE-TVH1g7ks
zzjoS;wvQJ$l)saTxe8v#;P-J8JpbAn=we#Gpl$=FMH!POeCXn8(Z+eutRDUjF=x)z
zYkT4Bp(EM-Ta}KCmXuF8-f@&XAg54&t|)!~GNV@3J|d^g*CQ929EyH^#v!_n!@iRp
zZq2Zcj5=a{Dqw6qEB<G{b%`(P-TIjRu$?^da{PzRKAxe@yApSBIq_x6jOX3%Ph9o7
ziEO{q?oO2}BJWQ2S>5Nx@h-lBUOlICd!9<2`_aaE_GxAKfJetR?%DKkt;fuy?+KX)
zN)uXNO8a9(6Z`YyG9(_ZldQ|Ttxs+>>p_!Qp%o9`wAvLuF<^t}ZPNuo@0?AFivn&L
z?yK*mzwOP$l?f$FrluZD8{AxZb-%~5f@z)aIE0k-iqF}TG@iHMTFX8ggW9Hz{4mpW
z;{1LMBd>ItKJC-=*8xusFAZ-MHKxn$zvH&AAC)i6PrLNb<ovPCma`YE%sBb-V@1&B
zh7WFU|2tW!IBB!sL#ETbBR)&p5BxInlZ)74y7%#B6Cav5XL(It5xcC@F5@9FB|$wd
zvFb}j6}QhWFCWvxWwCsZnaiZBiooW=3q3yXh)Dg=yU+C*ownU<ddq(0!>oP<ohveZ
z?_bP%kho*;#64~s4Xp;rg?q1*c&+z5oZQB~#RdoOi)Zw2$hg@P?Ii4*?^~aX6gK2`
z`tj1nbyIlEqERCnm7A~|)xTda?tPc+8PC3sk?C#YFRS-z;=93aA3LSaYLT>gK$E>a
zlk>~=nY&hY{&YV!wd>ue3)Ww!C9n7ys|?!uE^3y+(Tf)YFYU1Yt4HT41C<_i4-CKX
zxVd@oT05hr&HNiAebOJ`aKeB0ic5kW+lKTX_HV_z-DzJe->$JwNa}a`{sXf`rFFWE
zn)B`Bt>Nu*ayk|{w`;U?Y;VK%3&LAGy;!_SJSiaWhE2?_ulj|h(+nFtS=R7f<&I-x
zC-2zpbZP72VHPEG51wq%>FuOw_L!Lojy?68o1}gZ8*3Jqvv^&q*VnYYOZS|w>;Eu5
zy`qKGX>@s;W$yXBGNnAjtdqsMNj;WJvfI7sFn+Cxq|E+B?5Wnd*IL#sY%a+@$G^<|
zQsA<FaF@ZiGB5NT5L8mXzo+F`i|%3P&Wvlfv#Ijdp6A~K8sA@Xd~C2$V!7p!9{(J(
zxY&$aRIHp_k@K<Q^rNZQ8(R;#-)qmAf8X}pRZ?$O$did#UhWw_b+eiU<Qe_t>bE9q
z|GMRed-lo7cHejWMo!uHj0S^-cl%!UwCBY+e;9auU;6B`aErO^e7^&-SMg8S?00L9
zeJkH=b41?rNE+w#gcbdhUpd&ve?M7d-Y8*&!ql$)eG`s<P;8c1Y_REB&y%iZEEnP4
zBi@_x;s!1+8u)2V!(*$*Oj)%5d{_SRob9&H+UCj2zIo|g%Z({*wy847R-E?a<?QC0
zavy%Se51GQX`|k2hFtUL(Ivn4r|!zWO>%$y40@5Fup4l1j`hC+laWnZ28?f&6jHh&
zV&uxrGS3;OySMne?%2rr<0e!bcpvF-xzins>{l_es5Sa$W8X!&8J}rY@Tug)L&psc
zsaA_bsgtMJOsZUVwLz|N;l8!aSFN-BwBpV5`v*LBk9)iPe)8HZVVdG{O1Xd)ysrI;
zx%<2RweFtG>!5G5*Df0bFQ@DOY4Tx(V~Ej(yjOi2zI)rK@Tv3rk2^}X&d(KDv|BZ^
z(t78~Q+I89Ubx%Pdr<KG0lPY+ZY<@Lm6xx2efNyX#%W{i<qOZp*Ux<O&CTjr)cu^+
zJ42Hr5AMJ3+Uiqiw-;VzH+pO??$~ks=e$<eZ%wK!7b`3${CIh_-NS(<<_ph0(VsZ=
zq5nKZx4hYH-h`j|P&RGjfvp{r-mZ<lbFjm054~Q-yQ6b$!q;7!c<X-ip2NARMn}gz
zmRNP$rJovhZo#Diem%O^TiSkk(Y3Dw?+$lbZq_W`wQtCcr{#ioO4nHjhHW3a>XE_N
z%8~nS>}>Vv;{eMA2VN9>U62u@^gI4{7(24j$9YTJ8nl-_3FyD&fq%~gncWL{+R-h_
z#}D-kTfP1`PW+TRN072_MpC(Cu>1Y}s}^oLSU+t}VM6A-mXpLOKlP{nh<<3!a=Y56
zpW#ru+@+geI@<MmadTw!6F}#AwxeW|=5J4t9{=n!e(kjI7hw(B1<tVfn)1h%g0CsA
zjk~tvPp&ZD(zY_)ws%BB+i!C@t4+>u!@WnAcMG2WIXv6rj3|H8SKo7e?S48Rxbn0~
z*LDZP1&c~%Hri2eOmWn~DcvA7X+nd*jSfM*pFgkIYkH#pn}yFkSAA(RzsxXcNmQS%
z*MrQgJJnxSZX47ku(jUorU#t6hWf0z*()%^M0Puv+u~#H`r*qvUanV?&}wT)Pp2iZ
zqb(l$c6F?XwHb5Jx$XFR$w$oF3@>_^V4QNJZCY8qVvB$fGuHHpHwM1Db++)YpFz$0
zofQVY4iS}38#$CM{PW;?mpW4v*A5LgJ~rMj^hblYn^sJ8x48SgfnV=I^+!xUUhaR_
z_s6HG1$K-3h0Q#@Ti?HP<ejGRLW8&K=S;u0?|uEkcI(aNUa(CY_d4|4)x>%&Cj294
z-1pVGPH~M^w7WZWA**QmCK)$gc`e)YV&OC&i#MIZrm_W5rJrNk=}kR#?7L&}%7r}x
zy*@TIPChmKP^L$Ny#*(>k18A3B(5T<(nvU}?y2d<Li@2T4VM=<Cly;KzUcp8&$^di
zk533WJ>2DS#E+Av3r7uo^kQ53nI+sgM~dyE(z-`&tv~h0idJ`R%B&x7=3iWFV_9}7
zt>R3XL*(j`7~_p2My&0#AV<>u!t%F2v#>2iwrE(Y4i%RJ-6B=Hj_UF7L>v)^(a;%d
zz+rQt(WLsJ9Bm-t^4J2gR4NsUSzI<(D&h(Fd=~Tpg#wX)!()l1T((#U|1N+o9a}8s
z^EeU_%aX$uN+n#Ll+Ox^#Euk)<)APaY+&b&4Z)ab=u@$*t*z`8Q6WH=jg6gyJqtG%
z;UZiCm-s1U!Twg>+)*4Bm*pK|0E=??LY8+Bi_h{_vP5jDNPtZ+_-78A$Kndv94Sl8
z7sE0v???l44^KyXmW6k?fukF&u6<uIo6pB)8?_E!#1^To<LT((?&)pm<mo=dgI>?k
z8&AVQa)|9!^Q8hdPt2sl0cijVMX(7Q*oQxbTs$0yE#Sfbvb=*0%pJ*58dyM|Tg(<o
zqzqEI93ERFV(#T_>+DL<C}m4HQf!=3r{ck}I5<?ohQlIzoa9k*r7VIN4V>lhr8UpO
z6LZ;o33HZX1jsH-5k)eB;DL6|GAWlzK`&I~2!z080ZS|ZUckOUj(h+9&i2l>B=xmQ
zjLYR<N0d68KuXG<Ud_|dYly427cDOBL`p%cLAh0n@%TcvgwGQ5By0|78<1unDvJ!1
zD`Rw9O(a15ts;#l7J`t~R#U`9#U}Qm7b7(Z<RTF>Ch|e6I9%pLZ@G3wswp}?R|49?
zoS&do!$1$w@(4YYY2O47LJlHXq0wMznZy2k3C>`spa5jf6@&g0j2)yHCr8c_ydWmx
zKU6m;WT6mFLeG<s++%Jf6$%&%!IQw|V1)D(9tXSv9!<;!$HXuUu7E88qBtNXQV~7l
zNadD-X@PF4$mjFed@vw-po1*-w<IFuu)zcv3-tblKsW*(4_U!Mb0wJ`5n;uZSW(Ad
zo}DihGT03MM*v5s>EsBsi?k-Uxg0(l+#fw%JC#ftgi@ea#VamHjRKH5l0YiDc1r}i
z1HVWw!j*!on51~PRks>&b3BMbsyPC&gz&x`kUs<sFkVl2v_ct6iC!pXQYnN{9F)Ck
zu%j!VW2+ObQV2G1NY%zdKClg?t6IwgZhz3^YCp9Eyba8xR}u=V9f8B)aDPXHLNT8W
z*1({}QmdvhWvH%4La~S~K{2XM1n!6s<FCW11o$9ka0cTtpCytIc7_tc<LI&w1abjW
zA270unG1Q?d(-P^jmJU(ssg>guQ}{)$(2InF}Jkv_jX|b3o$rCyx2r}EHRG_`a(}N
zA7<<7>g+Yt+11sN*co6B1XXaKVuVcs&{mA<8jOm^M_w{kVpH>f8Sg;=La=ugJzQ{W
zd;v=Y4iQ+0y!3YWt_qp8#A1L;46nxnw<i=bR~qW>?Wj|{B#s9<L6C)i@`ON@lvs;$
zp(fSELTecuNe#jv!hqO=N1`UXRY4e%kMPeV1Mn{ZC=uN;Mw^mb)pB@xe<2%y2+dJG
zhYQ}0v7VdlpdnQp{k5KpfMBMw@Bv}*K+)hNV9qEUM_W(V;ni6I)A&3l1tK^Ys0KZ4
zr~|3ipr9HcV@>7ai@^&r7tn6)5KV-r-v~G<8`PO|2-w6772->IY%W*_O}I|y6#y;)
z$H|!XyXO@EqamU&R`}I{AvvKA%p*j>R0R=_uNFH1(151`zXy2>AwV+Tz{y2u;P9J(
z`T_|L43jy~4*Y^U<&0`!D1aZ}BfS_HI9rNr1m8n$>gs6k?d(2?RvhiI128?}8Wm+i
zh#iog(Th3Q)=)q(_$(n~4n$c1tRfMgEhbOx>FDI_<?ZO{=%ABri6O6Ga8V>-1H57^
zhmOUQ;aMn0t)p^F0Rw=+)6{8~H7!}p;Ka-$a?r6eSE2o;ge?{U|5YsHfvX1gh(rLR
zNR%p+NOffdq^GKdD832_kA>PqDhY!V+T{u<DG?Z8HA3SchM|n;wd`%ZYQ{bgJtmiY
z#5lxH&A|vXO#=RcUQ9QZs)r(pkPT92EJARUgc-V#0T~=r4wy^m6cYhn2*LPNY({xu
zOoZdWsgTcn5ucD304ounfhYMe5=1HjW>P6IS3nKKd|b66UjpNh+bYBY|B5F=qz0+I
zYM=n}O(;3QRaxLRu{D=M=MpG?U_k_alk(#Tu&9C~C1l{{k~#(PlWB`W5x5{229bnJ
zM!3{jL~Jof%1A~~xxmf^kpGkG5mu&?nnDET01+zM1dv?;|LCQ>hj<QhA5v4jYDOLj
z1Wzy(dMcqwOgpTmG+@l?TdCj+u!+lK+AI&)kGN3)=13MSFi?_`#X=C2C2C}f0BXQ<
zi(oCN;Gima#VTdQ^=SgP*5a8l-v+VNSQQ8np^IRw3zxXz2DS<elP--ux0KE2Fd;oa
zU@i-aWK|kER1r(21~`QSv8=|PfOWx^8B;<OWR^^TA_%-hosNU)vMQ7l`-7W<#Vo-X
zghZK+10foRKpGSWH|v9BWO7?uDu#3sD-r6e(iL>>T*!jKC4wUJs5+ZEGqig(?SKZ<
zm`GufQa^Lji~JH9gA3!rQB{OV5r~ph5rT)Bou5T@0adqObRFPIgpdlr?x-(Zz@Vh1
zWBRRH9d!}VG7bb4#erf8Nu+KF4I)13GGjhlhciNoNqEvKCjxsxnUk>y)Gdf*G^h^`
zN`=4>nqUbrlvYvT7Y`1rIwIlp#4v+fRh$9cB3YrH+6x2_iv+|#3NL`8BM0(%1lD5s
zJixCo8>l9js~h436%#?>N=2Cvm<OQ-*P#Nkh(l~h6bVU1#zFzpg@bzpS0MyoOjVj3
z<dKRXr3{`hA*a^v3bd*}b6JgkK)af&8xs^Qxgw}PFv!$N_W|8teMQ9})O~O-jKey*
zQOXYyR;@0>1HF(ELn+yTEu-uRy}*!DqxJ@x51$Jqa41rUpp~S&2~PwX3I9tb6ePZe
z2!~k$yUI5)HXv$y)k7od6RIlgK%s6fsVBtx>Kwy@4S04T#2peVlOvg0tse3T-2uae
z2^2V>0yNS`_7c>00L6hCoe=ySMT~10)F)$Q%CP^<aY7|Q1b~9May8x2?lzgn6AM6a
zwB)61(0T^7_O8x$eikH-Vwi^pRzl`On6U_e1R+>5vf^G`@GGDQJb=OIVTk|(ct$tF
zsi{H$nb=b33jv+LTrmIubOsC))_!s<2!fAN=@MfSY4_^F69`ajAZ{@L04@Rqbm=<L
zt-cVcXW)czC5Zs}p-!@<-3c*3svv}lhEM`2KF+D0a{{*oQU>?}eM5qwf&!T*PH<An
z<^NNN7C=r2u8&^vKj;~F7%{UK0rf;c%#1bdojeEmSrEYo)CZCcurB<mrThh+4#Ou+
zQ%wy8SBPFit@o!c6hdQ#7<ynG34$h-bTxWh$h$BP;_zT3zzSU=F8C%6NKj>87;&MH
zDing#BjpL83Qt`te9~qH#9CCcz|iJjngI4tG?~D!CK2f`6t@96!`XG+i8MBZkm{4P
zsyh$H3IUgMxK#;|Dx7d3GeRT^T@L~HZ0Hz6M~Yb3TM<jO9hsg@J+-QWW?<1(nUIcI
zIMgE5U<hV?pv%x6s={v23nyfV<vsFbAa|(V(Q+ri5I8IW$em2DAdkd3)fI#YUc@-6
zcnPTrIZmAjA>@CEg<wIdHVC>&4pal07_XpCECi;J;Z{t#UFcDA;B%E?VlN8L1cfjP
zkGhYex@fS06uOtHkr2O8M)XL`Jz_`()CPiTDlut;upHP0nPD+_sa+qz$r0Agsi|7p
zC(+KIG+>=}0wIFdlX|Ap1l2CTN17D05_kFy`=XT{v`P#yMI|HbG=tE2ko6NzZAerw
zB~3;Q*CJTeBwDW8(j17xfPM(CDgI^V02K)#CJ>~HC5P7L@#xcm0g54*sZLjwS<ox;
z7?M#Lpqk^Q><Sn|g+&T}XaF)8s{yMCVJuY&Ax)4;kXX!YkfM=+oeFs>uTCXWwVe?J
zj>&Hgkc=&4K1%?NSLk~oe?64)n6O}cUb>p2p@{;MQ1ANTH3a4wvZ!EUHe@m!jIQvT
zh=)+UgN7$#v!P)@RG+and&XJ=m_~Js5BbA?ARmff42Og)5U~VMIinH_T}vE{DOyS#
zfQuj+RY&>&q#&@XxPtXC7GPuSC7}cy6j8DWl7Sj^2I?`4(Jm+^jUWOl16An_iCF-m
z)C4NDSWyX?HAkphLw>~A%3B#18LgB1#hXuD^5zq91dtMOUi=gCdMFPumUXVKX&UcM
zLHGg%P%(`tnlKh|3mc=GCZRuP_At0S2=Z$D_mD?bY2~lGXb|5y%y<P=9X9k@7*zS0
zYb)jmi2Ep%T_9qBoL?Y@N-OC`dC>4g!J>5V+Eoq3=RwUFnt?clDhOjilk|5?k*e2n
z2|&S|qzdH#N*Umh@O$Lylw$%GkujfH-XL5Z7&Nre5HW%70!iesYPl?82-GD2)07)m
z4OA;jV-Xqrn*jP))CDFk+%h9ooWmoNJ9TJ{SqL~ER92FN0bvmlG9^{vtlg~uMyl>q
z0C#{Pz`5u}?IXgX;AIyCCAD1e(n0s>b#>K!K6DJ#lpjrqUIyL^LXZZY1PV~}K&a`X
zMlnVXl!Zm<W+*TdZbmZJf>JreUdCGX4ys}eBiL8RnLLbyBn_18selO1K&{7tl}hSZ
zRgDG_DS6$RGFYjE76%eY&DSMwf<Ovkm_8;^sRUJ}R{`}R$<VD}3LSDH$^kW$3X^bI
zqxXe=JD_yJ$ca!v#($0O988A<ZeS2ZR3VAd;L_2dq2O>7=|%u4VxJSB8mPM}B5B!1
zfE^Z9(#HSQHU#5v!Rn3&6cO$#(Od;9h0>Tn2!$Ea!8ui#C}tH*$R&XK7(`=wq>Can
zDyGWxYO&{E*&cuo@RW>&b+bJYWGf6SfZic^ZpJFZ!hT0N5NE0JAwnyA3D=JmC%i~k
zCC-R28ENTEAJ6A7oiYYAxXZyLQBJ{$+CU<7CIHhgq=qK1c3QGXN4r6CMGY_ovn}vM
z0ti!78cGK=Mv)E;k5EW-;>e2HNYt<uQKS<A&cw}l0!)S=5;1W4FY`2Q6$+9N^;km`
z>EPlrv6B?H#GQ02tEjI;Ab&21O@Kve9#!vS(5z{DEJE@i%HbR-qG8y)%D14afjEY3
zMy54kbOfabIf6>yco&F{x-lAohX%wA_K8lKUePO79`-*6MkrcCw}Y{&ZpJBr5*M@a
z3a|k%FJl?oa9Ly=ab74li}6Yl{3b+!cSRwkWQ?_wDP?11Ixz>f;o@a@)na^b_8=IV
zD`b_CT#PQ(XwY85P{^rNi>PM0Amu{fRc%%k=U_8XAQUPaDz^WN@sJuqbqyFwSgYX>
zwyV<wvbX`J3Bf|A2@tYK(?lgypQOz;1kjK|ND7dVO#gMOpVO`siwrPT#c7OMV4{3@
zc!YE+!#th6sfQhO!z8E>z+HL;KLinktQcDH>%0u=RUA+*6;+UBK<9+9rt=^&i0Fn-
z;2sBtAetnqpj}I7)d*kIof@gi=pJEliIggH>m+S(Q~2Zo_#6`4=rl>CBGgp^ohA{A
zNY&MKnxNX{cM4{R>$IpmslBLl=>Ih(AAHDj1Q5j~@Z<oRH(hil=V~`gT9u(<OhCRW
z4@DHEK{7nTedDV9nyqMn?rK+mFkJ)$f|IJ!wyHF+#;qeLapO1&c~iHJ09<pxt<b6q
zw~jEq<AGU_*&2Q8sCv~II?Uk8VPw_)2HgMxR55^7)s94kAKW~ggu)@vx2|r08cNg{
zMnJnM1kWf@OC-$lCq!a64n2^rWY#9CUxWf!jyf}gQtd*=iU!fOuIVYYPolKCx@-N_
zg#Xr;p`7?{d49@ve#fk7&DT(&hN>1HZZJ{hz27KNGiK3})gn1?cQ~Btk^C1>h?ye~
z%Ihrf_t<OweIWb)U7S^tso|xy#bmw&K`z`>7jUq8gMLRRsG=TOutW=eAQqHCz{5b1
z2^ShdMm<e|7~B;GOvDYk)c^$QH2|m}@Ttv+t-Poh$&A??4m4D2xNm&WL&%&8m)D@8
z4)t`nz%!0|=1LRExD=FJh$<XGH^C;2QI~W}WYvnV){)1%!eZv`4q@;#Z5TYUioBw2
zr25?&tXx98BH2qyiM;y)dAxe99B%{ig;2*Q(+O3n9BASINY%s-NEaA0s#nS}>=S~b
zVK3C3a3Q=12;d&Nuf(IXAWJ*dRTlav*kgdpd@6^JCjm=@KPWhDCkw2~PilcUSiNPI
zg2<}_jHT?MnyVdZVZx-Lnh5o7DU%*ecU*oA0KucFWgA2+2QkALsRV!r4OS!!0}-=Y
zL0tX=_QOaD-NPL@0U1>^HJhR8%os~uW~wccA!=aWIHZcle1WQGNA0LqBm~N7nE_~r
z77SyCs*bDzByc$ep6i3d;V7z80^l4^T|0rAAOWrepane%luXElX#0lD67M{zNQ6`X
zwuV+TlrnJ&y#1J%0u0CNGSy4S=mylryO16P^_GMF3noBjfE6+{cF(Zj2sv4@h5=+M
z5BGrZCXR{%sPBU$X$oAFq$+B2Ch8s(??$Rk{~u64ZG2Et6EPo1h4=?fkwGMx2G{VO
zQ2GUUN}r9W5rdV$>8Nf7WKG2JYO)p|*@76!7)#w})x-!Or>exHOCSKLGc_4&!C(<I
zRaMZj7Du81ArP@0TqnI&4V6<D7+gyNFaUjQoFd{<<sQ;W;)7sV%0Sg2%WAcmfcn}(
z4rnv#ExbGc>K0JYM3t^V5H08GeQ}|PK<79eygN>Y@)F7mr)W!SFfQ_lXMAu1oz&3V
z01oFf9WdeOfN3y`%0I9ci~DGEUNEw%cR&)P%{jr{0}9)N&&CyN;~=Q4TBiyhpnz0{
zPcH-&C2}RE7g6~yLIPDT3?@}&HC25ujV=ntQEhp=T!v(7NL3Ks0zje$GEx;yw`mw7
zX+&Gw*)`}hRkq^e6S5=}V5pDwEaHF3^9gm=X%`~%{+;YWm9GD%!ocs;ESSo!=_U;y
zI;B*pR!g2zBLRhiH)9qpRnS<qrY>=TnjA|(BLJJIQyRoe*3^l0DTtvPY^RS`qn3d8
zE0_yvyvn9le!yBDw8y{&0#opEEcy+oZfl{L@M>TS`1n6Llo-h*N&UHjDlev*0KOmB
z#u*$fmt~-L31Pdcdf_Pxi%=?L<YkT8tcWHAFe~$cW+)=SAsNfUcNRp3#l*m?N;KW2
zs`h*i0iAeok&(L9rVAv8aw20!bx4lS=Tw8_<b88!Y{KO#I&5QoR1D8h)AdnVqK@5V
zU@;H#@#??{p6G&eFqX6rRYDG<y26gWRl9qkS&Yp-@Bk|G1SlLpBXeDyZ)O0t#(9YC
zG0;I*3zY=?dCiBu0Q}%k3Z6p85r7H~))cOw2+J6&GuDQySBzs3SexV*wP{VP4e0{`
zjer?M5JIzpaEhB#_!poUNu|bU#e-ffh00V<AZRExS3e_Bc|+FGv#B>hXlhy4)CBBy
zfmP7cNyDc_46%d<1gS)f+6X*_xJ=zyaZ<{HNl;yzX<}`N0E$&C0>B|*E;U@H3{)!O
zMu!rNVk9!~5D6DrmntGq&wy&02tRZBmITx$#mufa0eeAZ=+QuVl?Q^aG^xoHDxt#}
zR5=A+69a$4NrW5M_)rUR-wDAYsf{!Xt2=1{m>;?#vdKrdTM}Pt2odOR!C~T93Y^j2
zv&vnlKfy!zTVeu*(V*8tSqHo=gXSTTYw_TUBQ?xTrW`|_5U>V_xTez}k{jj>=yEb&
z%~O?8!9`7m`-1!)&?aM=pE=_hlp5DlpgIRWfX62@Gz>)~`L!vR2Hs%~1927CqUzwk
zc+U-W@r@`75pw=@wE$Me(xFNti6n-ko7xM!Kdw{DJthrg6Q}@8nkHK(I9Am`!3RI_
z6ddvtVvIA`i^3lQ@||L2i<USlO(V%*jioU4yawP7hzK%tq!1pBCt(1YNmdb2b?=!p
zH2f4;g&S6X*b5!JRIR!O4hLK<XeWhuK`&#&qIByRW4zN4?y&o>wx$<+K~j_~hCaM5
z!49$swby`w69UhUlv0@Bce~MysU)8?UKPSCcO=vXMgs?R%dpik7@?gIn1NQRJP-UJ
zwDZ5@*!Z*-b1fa!lc;Kws;LX(i8KG+oqMX6T{9;kbz5DHG4jD3RS4101QcO06rBx0
z8M<yNzs9FigrJa6ALZhc6d(XiIkl#D4nR)^?vYeAwfT_$Bgd-;1M;#cV;}{+tLGI|
zy$=Uc7zv6Mx`+@AsYZ7YTs|&TRp0~vOsw?llo~=e56zV<MNqFNsJ=Sl5yIBs{xNyg
zoeKp%TwQZc4Q+<16&X3TrtFI`lFq*VOH{x+Q&JW#M^UJg{?a)$X@)vYqTJzcC_R?9
zu|xl#+Tg#JS8MGu>EaAQ?i!v@;Yy&CM>f>7<kdB*B>-+1vuMepbeMOnsNyBQ;EF0K
zQN=Kg5frL=a5El@drZ3qaRA^X0}+XHvBpR6n_``ACRNRmpe3Or!TrSInhiy*-Urbz
z7haSAGADy5RVe`R;|KU`99-4~0-;I6qbPKVgFG!rPQ4wn7WYkKP(YDfkc<ki;KINm
zc#jBW&t7rRL4)rhR5^lQYXP{Ang|h&0xpHIsJ$Xi8Ox|k*Rm$YQFwPNIA6ppXbI?V
zJtAbxCj}^+Qge5ry(RzwBLRFdRm-iJ&s6KR5t%(8<0{3~F|%jPsGiw_e<pQ|jwU2j
z2OlD2zKamTF{D;pc%3MPbsXe@N)qXSQV77ss^kUq!IOTBp|0{!C450;luj`Kj0vB%
zRIMff1~C_-o}fV4Ys4TLYz$w{1NToD6zL>qjrfvQQ_S56_A#E>fXV>wLV+xJB{8j|
zq%IKCHT8$6JPv15um`Uv*G$jUFU3&LgED4OWrOPdTnx!jr(g`E)&}9#s0DypLW_ay
z0RU`7R#(q`ux<?@3CC4kQlxIN)newbpIV5gf-o)wk&eJM;4@X0O>zyy2PUFY352mM
zE)Sj{A^ZNSM}0`{67ERd?}3~c<A=#(;Cn+yD|LJ}ofbK$q7WX-Q4xZ<JusD~MB4)p
zVtD5oJq_anR1<L?yom?T44wdwOwzBxTUBWXbTg=nhxjsBGC?5}p33r7j)(+sSj8qU
z(Lufo?uir;eV*z7kIMGB*fb$o3#k)fX*FFKX8Y(tp(8<cK&!iu>N<$oKDs=ZfwfdP
zHvCa_>|Z>}!-ZZ3wZ%YLY-kwi`0*4x%pdXP4&+n9ctocNSqzyhY4;9rhaGMNkbY06
zmy`hR6Eko3V&@gG08JNE2?#dn`W`qCJTO8v-`5;pabhV3#g>|bZ^HL@*6MxKOLM4G
z0NZg*lDE)YQ}Gs(=^7;xs^UOTAfBzpDWuJ5kAE6GEOp}^bQ<=DCIhKF4Da`g)gaf$
z5XwyZ(SsrYK!Iw{A@LmzRihYNk>ppif2afS;Q}hqhy6wh!jRgBMnc4JDuE-_7%YHz
zzzRuV7$;FT!Z&|_lTx_>5F4ajT<A%FTA^NhDuNXeAqr9@Y93Dm10i*T$^v5v?Z+k*
zAJYNieab|c42krF%S2Q_rVSj@UlG0s0e%w<!G~4UwsDJ#QX~<IQk&GPclM#Gf^m*P
zvX<7qhSL(gLNEZDV>O|V7+c*c!tshbG)Qp<1(UI$@xN#*1TT6qhWcpNRJtb!X(e!+
zF-e=w5w#~S#7cNrnG9|^(X6h#q^AXhi3`Ca7&VMb)9zR@fD6}PkuV8f|4zmkx**G}
z89*3?ngNf><9?%N057nug07S+hrm|jg%!}AfPqklA)-4eX)PrK{JH^R7^t-_!Ua&u
zyfuO?czB+ec&8V!nQqkrcoGigP@$MA767_a%R!)40L1~~Em!0@R2P~xz03mMsY>~n
zS}FzfKsueQ%@Va4l#~S^kAepb-PEqo|FKR`m5h^^LZ_YJZUyKsM(i4<qn$jJz5QN+
zp{lY52B&VM+IONICcsk-wE}nv5@mH-N(GvVK=dS9w4haLFRCM=Hhw(=6|}Wqa-yya
z!N{sM4`Co!CIDoq!hK{&19oFV2A`5L`mdz|i4>#;O%eF^4MOP|vL=;OBgU%cy#V#W
zB}#aMJGySLR>CmJ(5R{J2ltRLw4&@tZv{JP`Vts~;i~U|@s!6v`W^)Df-$hRHn8fi
zfVWi;e<NNyfN{i=`tlWA+Y`Sg#>zvf2=bE0vV5&P9Qw1YyyXe8EckL4c+tI`zk!vH
zdtf+zu?w*Ze&q`y4PqkBh3|Tag&Vvv;9beJ;k{J&h78Q6ai_#+Im-&)nQvg_CJzpi
z*(nlOz90{j3A}m}yaVt9zidY2kF>yd+z>~>>8djg3=587`QkA>fgXCv7~CGdb%VuK
zo2oXK9BnUycM~b#YiE!Wpp_twxgFj%RPE=c2*xjgV3|AghVPdUbHsdj6oVt?a4k6k
zGY-eh0`^tP;nK1qN~dw~j!*OG;E>ocfX|_lV9AP)k7pAfu!9tluo?&;I4%gfa^_*N
zz<kSSSzLs|k_!)7_>rH$V0KIhJ4zmF8KH=mjSiFJOn6ln<KPKOc?dK*xqJh76F>C}
zUrh^Dj1c%19{dG(j}M&3U#uwVGxGnckHdVT#yGsrh`$(fxp*hA+Gjj`PPY1I;O=UC
z27#f*XOKu$`%KKm%ng63_Jwl*=BfUf5Ni-s<M0i!(C0KDwKgh50ofKIbt`8Fmanx4
zyhuo}9KIGnAPSZT$|WJtkLALpQdvkK2fp9L#yW%_7!o2D28p3|5hw@_k#P8dkecy>
xggkgfx>RHXs_3aufbx;rWaSl>BuDOpTE)Pd1!D<$z%@X=*uccZ(Y?RH{{f?uDGUGr

literal 0
HcmV?d00001


From 741cc0f8c3ccc889b92c91969e924b9a99b0d7f0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 2 Aug 2017 19:43:12 -0400
Subject: [PATCH 161/364] test, fix pom

---
 pom.xml                                        |  1 -
 src/test/java/technology/tabula/TestUtils.java | 12 ++++++++++++
 2 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 2bd50d10..1f0c99f1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -91,7 +91,6 @@
                 </executions>
             </plugin>
             <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-gpg-plugin</artifactId>
                 <version>1.5</version>
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index 5a961354..75146565 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -5,12 +5,17 @@
 import static org.junit.Assert.assertNull;
 
 import java.awt.geom.Point2D;
+import java.io.File;
+import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
 
+import org.apache.pdfbox.rendering.ImageType;
 import org.apache.commons.cli.ParseException;
+import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.pdmodel.PDPage;
 import org.junit.Test;
 
 public class TestUtils {
@@ -115,4 +120,11 @@ public void testQuickSortLongList() {
     	assertEquals(expectedNumbers, numbers);
     }
 
+    @Test
+    public void testJPEG2000DoesNotRaise() throws IOException {
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/jpeg2000.pdf"));
+        PDPage page = pdf_document.getPage(0);
+        Utils.pageConvertToImage(page, 360, ImageType.RGB);
+    }
+
 }

From 179c6f3379596cb3c6c269a111c00f0695e332d2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 3 Aug 2017 16:52:34 -0400
Subject: [PATCH 162/364] Use custom sort in SpreadsheetExtractionAlgorithm

---
 .../tabula/extractors/SpreadsheetExtractionAlgorithm.java   | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 7429abf7..f5052e69 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -241,9 +241,9 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
         int i = 0;
         
         cells = new ArrayList<Rectangle>(new HashSet<Rectangle>(cells));
-        
-        Collections.sort(cells);
-        
+
+        Utils.sort(cells);
+
         for (Rectangle cell: cells) {
             for(Point2D pt: cell.getPoints()) {
                 if (pointSet.contains(pt)) { // shared vertex, remove it

From 75787845e5c68e5834803d2818ade4eeabac66ce Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Sun, 6 Aug 2017 14:49:41 -0400
Subject: [PATCH 163/364] add comment in ProjectionProfile

---
 src/main/java/technology/tabula/ProjectionProfile.java | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/main/java/technology/tabula/ProjectionProfile.java b/src/main/java/technology/tabula/ProjectionProfile.java
index 6479964d..d80f18b0 100644
--- a/src/main/java/technology/tabula/ProjectionProfile.java
+++ b/src/main/java/technology/tabula/ProjectionProfile.java
@@ -5,6 +5,8 @@
 import java.util.List;
 
 
+// NOTE: this class is currently not used by the extraction algorithms
+// keeping it for potential use.
 public class ProjectionProfile {
 
     public static final int DECIMAL_PLACES = 1; // fixed <-> float conversion precision

From e9667a5782376100f20c9eb5759d2d2de6f6e6d9 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Sun, 6 Aug 2017 14:50:12 -0400
Subject: [PATCH 164/364] Prepare release

---
 README.md                                           | 4 ++--
 pom.xml                                             | 2 +-
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index cdd1bd81..cd9717c6 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar target/tabula-1.0.0-jar-with-dependencies.jar --help
+$ java -jar target/tabula-1.0.1-jar-with-dependencies.jar --help
 usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f
        <FORMAT>] [-g] [-h] [-i] [-l] [-n] [-o <OUTFILE>] [-p <PAGES>] [-r]
        [-s <PASSWORD>] [-t] [-u] [-v]
@@ -64,7 +64,7 @@ Tabula helps you extract tables from PDFs
  -v,--version               Print version and exit.
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-0.9.1-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-1.0.1-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
diff --git a/pom.xml b/pom.xml
index 1f0c99f1..dc985bf0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.1-SNAPSHOT</version>
+    <version>1.0.1</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index bf65eabb..b8cfa3cd 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -29,7 +29,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "1.0.0";
+    private static String VERSION = "1.0.1";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2017 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 

From 9c154f6a9cf7522dfe10199e226259a39e2c19ed Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Sun, 6 Aug 2017 15:27:44 -0400
Subject: [PATCH 165/364] We need javadoc for deploying to maven

---
 pom.xml | 44 ++++++++++++++++++++++++++++++++++++++++++--
 1 file changed, 42 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index dc985bf0..6c701db5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -63,6 +63,19 @@
         </repository>
     </distributionManagement>
 
+    <reporting>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-javadoc-plugin</artifactId>
+                <version>2.10.3</version>
+                <configuration>
+                    <skip>true</skip>
+                </configuration>
+            </plugin>
+        </plugins>
+    </reporting>
+
     <build>
         <plugins>
             <plugin>
@@ -90,6 +103,20 @@
                     </execution>
                 </executions>
             </plugin>
+
+            <plugin>
+              <groupId>org.apache.maven.plugins</groupId>
+              <artifactId>maven-javadoc-plugin</artifactId>
+              <version>2.9.1</version>
+              <executions>
+                <execution>
+                  <id>attach-javadocs</id>
+                  <goals>
+                    <goal>jar</goal>
+                  </goals>
+                </execution>
+              </executions>
+            </plugin>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-gpg-plugin</artifactId>
@@ -123,7 +150,7 @@
                 <descriptorRefs>
                     <descriptorRef>jar-with-dependencies</descriptorRef>
                 </descriptorRefs>
-            </configuration>
+                </configuration>
         </plugin>
         <plugin>
             <groupId>org.apache.maven.plugins</groupId>
@@ -140,7 +167,20 @@
     <profile>
         <id>release</id>
         <build>
-            <plugins>
+          <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-javadoc-plugin</artifactId>
+                <version>2.9.1</version>
+                <executions>
+                    <execution>
+                        <id>attach-javadocs</id>
+                        <goals>
+                            <goal>jar</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>

From e89cc0c54a58a0834c8504009f12eaf27d708d2c Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Sun, 6 Aug 2017 15:28:41 -0400
Subject: [PATCH 166/364] prepare next release cycle

---
 pom.xml                                             | 2 +-
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 6c701db5..2145aa06 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.1</version>
+    <version>1.0.2-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index b8cfa3cd..21df07b5 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -29,7 +29,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "1.0.1";
+    private static String VERSION = "1.0.2";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2017 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 

From 3fa8a324e4200b80010d3ebd95696cd361d8e483 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Tue, 29 Aug 2017 21:04:44 +0200
Subject: [PATCH 167/364] Merged the implementations of compareTo in Rectangle
 and TextChunk

Since both classes implement Comparable<Rectangle>, their compareTo
implementations have to be compatible (previously the result of
comparing a Rectangle with an RTL TextChunk depended on which compareTo
implementation happened to be used).
---
 .../java/technology/tabula/Rectangle.java     | 24 ++++++++++++-----
 .../java/technology/tabula/TextChunk.java     | 27 -------------------
 2 files changed, 17 insertions(+), 34 deletions(-)

diff --git a/src/main/java/technology/tabula/Rectangle.java b/src/main/java/technology/tabula/Rectangle.java
index 41b79374..16510b73 100644
--- a/src/main/java/technology/tabula/Rectangle.java
+++ b/src/main/java/technology/tabula/Rectangle.java
@@ -19,20 +19,30 @@ public Rectangle(float top, float left, float width, float height) {
     }
 
     @Override
+    /*
+        We're comparing based on ordering in the logical ordering of text here. 
+        Assuming identical Y-axis positions, if TextChunk A has a lower X-axis 
+        than TextChunk B, then A is "before" it -- iff this is LTR text. Otherwise, 
+        it is A is after B.
+    */
     public int compareTo(Rectangle other) {
         double thisBottom = this.getBottom();
         double otherBottom = other.getBottom();
         int rv;
 
-       if (this.equals(other)) return 0;
+        if (this.equals(other)) return 0;
 
-       if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
+        if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
             rv = java.lang.Double.compare(this.getX(), other.getX());
-       }
-       else {
-           rv = java.lang.Double.compare(thisBottom, otherBottom);
-       }
-       return rv;
+
+            // reverse the ordering if both TextChunks are RTL
+            if (this.isLtrDominant() == -1 && other.isLtrDominant() == -1) {
+                rv = -1 * rv;
+            }
+        } else {
+            rv = java.lang.Double.compare(thisBottom, otherBottom);
+        }
+        return rv;
     }
 
     // I'm bad at Java and need this for fancy sorting in technology.tabula.TextChunk.
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index 046f10d9..ed8614db 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -126,33 +126,6 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
         return new TextChunk(everything);
     }
 
-    @Override
-    /*
-        We're comparing based on ordering in the logical ordering of text here. 
-        Assuming identical Y-axis positions, if TextChunk A has a lower X-axis 
-        than TextChunk B, then A is "before" it -- iff this is LTR text. Otherwise, 
-        it is A is after B.
-    */
-    public int compareTo(Rectangle other) {
-        double thisBottom = this.getBottom();
-        double otherBottom = other.getBottom();
-        int rv;
-
-        if (this.equals(other)) return 0;
-
-        if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
-            rv = java.lang.Double.compare(this.getX(), other.getX());
-
-            // reverse the ordering if both TextChunks are RTL
-            if (this.isLtrDominant() == -1 && other.isLtrDominant() == -1) {
-                rv = -1 * rv;
-            }
-        } else {
-            rv = java.lang.Double.compare(thisBottom, otherBottom);
-        }
-        return rv;
-    }
-
     public int isLtrDominant() {
         int ltrCnt = 0;
         int rtlCnt = 0;

From 6fe0c8948de52564de2002b991d0bd32e0972abc Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Tue, 29 Aug 2017 22:51:22 +0200
Subject: [PATCH 168/364] Added test cases for the Rectangle.coparateTo()
 transitivity issue

---
 .../java/technology/tabula/TestRectangle.java | 41 ++++++++++++++++++-
 1 file changed, 39 insertions(+), 2 deletions(-)

diff --git a/src/test/java/technology/tabula/TestRectangle.java b/src/test/java/technology/tabula/TestRectangle.java
index c763fcbc..5e156f1d 100644
--- a/src/test/java/technology/tabula/TestRectangle.java
+++ b/src/test/java/technology/tabula/TestRectangle.java
@@ -234,6 +234,43 @@ public void testGetBoundingBox() {
 		
 		
 	}
-	
-	
+
+	@Test
+	public void testTransitiveComparison1() {
+		// +-------+
+		// |       |
+		// |   A   | +-------+
+		// |       | |       |
+		// +-------+ |   B   | +-------+
+		//           |       | |       |
+		//           +-------+ |   C   |
+		//                     |       |
+		//                     +-------+
+		Rectangle a = new Rectangle(0,0,2,2);
+		Rectangle b = new Rectangle(1,1,2,2);
+		Rectangle c = new Rectangle(2,2,2,2);
+		assertTrue(a.compareTo(b) < 0);
+		assertTrue(b.compareTo(c) < 0);
+		assertTrue(a.compareTo(c) < 0);
+	}
+
+	@Test
+	public void testTransitiveComparison2() {
+		//                     +-------+
+		//                     |       |
+		//           +-------+ |   C   |
+		//           |       | |       |
+		// +-------+ |   B   | +-------+
+		// |       | |       |
+		// |   A   | +-------+
+		// |       |
+		// +-------+
+		Rectangle a = new Rectangle(2,0,2,2);
+		Rectangle b = new Rectangle(1,1,2,2);
+		Rectangle c = new Rectangle(0,2,2,2);
+		assertTrue(a.compareTo(b) < 0);
+		assertTrue(b.compareTo(c) < 0);
+		assertTrue(a.compareTo(c) < 0);
+	}
+
 }

From 3310c0e6f919bc8649ef9599fe00a7ccd9c98c23 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Tue, 29 Aug 2017 23:10:21 +0200
Subject: [PATCH 169/364] Cleaned up classes CSVWriter and TSVWriter

---
 .../technology/tabula/writers/CSVWriter.java  | 62 ++++++++-----------
 .../technology/tabula/writers/TSVWriter.java  | 20 ++----
 2 files changed, 31 insertions(+), 51 deletions(-)

diff --git a/src/main/java/technology/tabula/writers/CSVWriter.java b/src/main/java/technology/tabula/writers/CSVWriter.java
index 16382585..2466cc6e 100644
--- a/src/main/java/technology/tabula/writers/CSVWriter.java
+++ b/src/main/java/technology/tabula/writers/CSVWriter.java
@@ -2,6 +2,7 @@
 
 import java.io.IOException;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.List;
 
 import org.apache.commons.csv.CSVPrinter;
@@ -11,47 +12,34 @@
 import technology.tabula.Table;
 
 public class CSVWriter implements Writer {
-    
-    CSVPrinter printer;
-    private boolean useLineReturns = true;
-    
-//    public CSVWriter() {
-//        super();
-//    }
-//    
-//    public CSVWriter(boolean useLineReturns) {
-//        super();
-//        this.useLineReturns = useLineReturns;
-//    }
-    
-    void createWriter(Appendable out) {
-        try {
-            this.printer = new CSVPrinter(out, CSVFormat.EXCEL);
-        } catch (IOException e) {
-            // TODO Auto-generated catch block
-            e.printStackTrace();
-        }
-    }
-    
-    @Override
-    public void write(Appendable out, Table table) throws IOException {
-        this.createWriter(out);
-        for (List<RectangularTextContainer> row: table.getRows()) {
-            List<String> cells = new ArrayList<String>(row.size());
-            for (RectangularTextContainer tc: row) {
-                cells.add(tc.getText());
-            }
-            this.printer.printRecord(cells);
-        }
-        printer.flush();
-    }
+
+	public CSVWriter() {
+		this(CSVFormat.EXCEL);
+	}
+
+	protected CSVWriter(CSVFormat format) {
+		this.format = format;
+	}
+
+	private final CSVFormat format;
+
+	@Override
+	public void write(Appendable out, Table table) throws IOException {
+		write(out, Collections.singletonList(table));
+	}
 
 	@Override
 	public void write(Appendable out, List<Table> tables) throws IOException {
-		for (Table table : tables) {
-			write(out, table);
+		try (CSVPrinter printer = new CSVPrinter(out, format)) {
+			for (Table table : tables) {
+				for (List<RectangularTextContainer> row : table.getRows()) {
+					List<String> cells = new ArrayList<>(row.size());
+					for (RectangularTextContainer<?> tc : row) cells.add(tc.getText());
+					printer.printRecord(cells);
+				}
+			}
+			printer.flush();
 		}
-		
 	}
 
 }
diff --git a/src/main/java/technology/tabula/writers/TSVWriter.java b/src/main/java/technology/tabula/writers/TSVWriter.java
index 225ba980..16f05ad3 100644
--- a/src/main/java/technology/tabula/writers/TSVWriter.java
+++ b/src/main/java/technology/tabula/writers/TSVWriter.java
@@ -1,20 +1,12 @@
 package technology.tabula.writers;
 
-import java.io.IOException;
-
 import org.apache.commons.csv.CSVFormat;
-import org.apache.commons.csv.CSVPrinter;
 
 public class TSVWriter extends CSVWriter {
-    
-    @Override
-    void createWriter(Appendable out) {
-        try {
-            this.printer = new CSVPrinter(out, CSVFormat.TDF);
-        } catch (IOException e) {
-            // TODO Auto-generated catch block
-            e.printStackTrace();
-        }
-    }
-    
+
+	public TSVWriter() {
+		super(CSVFormat.TDF);
+	}
+
+
 }

From 90c52327a9f9865542619c305928a8798a03b97c Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Tue, 29 Aug 2017 23:31:44 +0200
Subject: [PATCH 170/364] Cleanup of JSONWriter and related classes

---
 .../RectangularTextContainerSerializer.java   | 31 +++++++++
 .../tabula/json/TableSerializer.java          | 64 ++++++++++---------
 .../tabula/json/TextChunkSerializer.java      | 27 --------
 .../technology/tabula/writers/JSONWriter.java | 62 ++++++++----------
 .../technology/tabula/writers/TSVWriter.java  |  1 -
 5 files changed, 92 insertions(+), 93 deletions(-)
 create mode 100644 src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
 delete mode 100644 src/main/java/technology/tabula/json/TextChunkSerializer.java

diff --git a/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java b/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
new file mode 100644
index 00000000..31bf1060
--- /dev/null
+++ b/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
@@ -0,0 +1,31 @@
+package technology.tabula.json;
+
+import java.lang.reflect.Type;
+
+import com.google.gson.JsonElement;
+import com.google.gson.JsonObject;
+import com.google.gson.JsonSerializationContext;
+import com.google.gson.JsonSerializer;
+
+import technology.tabula.RectangularTextContainer;
+
+public final class RectangularTextContainerSerializer implements JsonSerializer<RectangularTextContainer> {
+
+	public static final RectangularTextContainerSerializer INSTANCE = new RectangularTextContainerSerializer();
+
+	private RectangularTextContainerSerializer() {
+		// singleton
+	}
+
+	@Override
+	public JsonElement serialize(RectangularTextContainer src, Type typeOfSrc, JsonSerializationContext context) {
+		JsonObject result = new JsonObject();
+		result.addProperty("top",    src.getTop());
+		result.addProperty("left",   src.getLeft());
+		result.addProperty("width",  src.getWidth());
+		result.addProperty("height", src.getHeight());
+		result.addProperty("text",   src.getText());
+		return result;
+	}
+
+}
\ No newline at end of file
diff --git a/src/main/java/technology/tabula/json/TableSerializer.java b/src/main/java/technology/tabula/json/TableSerializer.java
index 970c7310..e3f211c9 100644
--- a/src/main/java/technology/tabula/json/TableSerializer.java
+++ b/src/main/java/technology/tabula/json/TableSerializer.java
@@ -12,33 +12,39 @@
 import com.google.gson.JsonSerializationContext;
 import com.google.gson.JsonSerializer;
 
-public class TableSerializer implements JsonSerializer<Table> {
-
-    @Override
-    public JsonElement serialize(Table table, Type type,
-            JsonSerializationContext context) {
-
-        JsonObject object = new JsonObject();
-        if( table.getExtractionAlgorithm() == null){
-            object.addProperty("extraction_method", "");
-        }else{
-            object.addProperty("extraction_method", (table.getExtractionAlgorithm()).toString());
-        }
-        object.addProperty("top", table.getTop());
-        object.addProperty("left", table.getLeft());
-        object.addProperty("width", table.getWidth());
-        object.addProperty("height", table.getHeight());
-        
-        JsonArray jsonDataArray = new JsonArray();
-        for (List<RectangularTextContainer> row: table.getRows()) {
-            JsonArray jsonRowArray = new JsonArray();
-            for (RectangularTextContainer textChunk: row) {
-                jsonRowArray.add(context.serialize(textChunk));
-            }
-            jsonDataArray.add(jsonRowArray);
-        }
-        object.add("data", jsonDataArray);
-        
-        return object;
-    }
+public final class TableSerializer implements JsonSerializer<Table> {
+
+	public static final TableSerializer INSTANCE = new TableSerializer();
+
+	private TableSerializer() {
+		// singleton
+	}
+
+	@Override
+	public JsonElement serialize(Table src, Type typeOfSrc, JsonSerializationContext context) {
+
+		JsonObject result = new JsonObject();
+
+		if (src.getExtractionAlgorithm() == null) {
+			result.addProperty("extraction_method", "");
+		} else {
+			result.addProperty("extraction_method", (src.getExtractionAlgorithm()).toString());
+		}
+		result.addProperty("top",    src.getTop());
+		result.addProperty("left",   src.getLeft());
+		result.addProperty("width",  src.getWidth());
+		result.addProperty("height", src.getHeight());
+
+		JsonArray data;
+		result.add("data", data = new JsonArray());
+		
+		for (List<RectangularTextContainer> srcRow : src.getRows()) {
+			JsonArray row = new JsonArray();
+			for (RectangularTextContainer textChunk : srcRow) row.add(context.serialize(textChunk));
+			data.add(row);
+		}
+
+		return result;
+	}
+
 }
diff --git a/src/main/java/technology/tabula/json/TextChunkSerializer.java b/src/main/java/technology/tabula/json/TextChunkSerializer.java
deleted file mode 100644
index 5f4252c1..00000000
--- a/src/main/java/technology/tabula/json/TextChunkSerializer.java
+++ /dev/null
@@ -1,27 +0,0 @@
-package technology.tabula.json;
-
-import java.lang.reflect.Type;
-
-import technology.tabula.RectangularTextContainer;
-
-import com.google.gson.JsonElement;
-import com.google.gson.JsonObject;
-import com.google.gson.JsonSerializationContext;
-import com.google.gson.JsonSerializer;
-
-public class TextChunkSerializer implements JsonSerializer<RectangularTextContainer> {
-
-    @Override
-    public JsonElement serialize(RectangularTextContainer textChunk, Type arg1,
-            JsonSerializationContext context) {
-        JsonObject object = new JsonObject();
-        
-        object.addProperty("top", textChunk.getTop());
-        object.addProperty("left", textChunk.getLeft());
-        object.addProperty("width", textChunk.getWidth());
-        object.addProperty("height", textChunk.getHeight());
-        object.addProperty("text", textChunk.getText());
-
-        return object;
-    }
-}
\ No newline at end of file
diff --git a/src/main/java/technology/tabula/writers/JSONWriter.java b/src/main/java/technology/tabula/writers/JSONWriter.java
index cf9a843b..7d2fd4eb 100644
--- a/src/main/java/technology/tabula/writers/JSONWriter.java
+++ b/src/main/java/technology/tabula/writers/JSONWriter.java
@@ -9,55 +9,45 @@
 import technology.tabula.Table;
 import technology.tabula.TextChunk;
 import technology.tabula.json.TableSerializer;
-import technology.tabula.json.TextChunkSerializer;
+import technology.tabula.json.RectangularTextContainerSerializer;
 
 import com.google.gson.ExclusionStrategy;
 import com.google.gson.FieldAttributes;
 import com.google.gson.Gson;
 import com.google.gson.GsonBuilder;
 import com.google.gson.JsonArray;
+import com.google.gson.JsonSerializer;
 
 public class JSONWriter implements Writer {
 
-    class TableSerializerExclusionStrategy implements ExclusionStrategy {
+	private static final ExclusionStrategy ALLCLASSES_SKIPNONPUBLIC = new ExclusionStrategy() {
+		@Override public boolean shouldSkipClass(Class<?> c) { return false; }
+		@Override public boolean shouldSkipField(FieldAttributes fa) { return !fa.hasModifier(Modifier.PUBLIC); }
+	};
 
-        @Override
-        public boolean shouldSkipClass(Class<?> arg0) {
-            return false;
-        }
+	
+	final Gson gson;
 
-        @Override
-        public boolean shouldSkipField(FieldAttributes fa) {
-            return !fa.hasModifier(Modifier.PUBLIC);
-        }
-    }
+	public JSONWriter() {
+		gson = new GsonBuilder().addSerializationExclusionStrategy(ALLCLASSES_SKIPNONPUBLIC)
+				.registerTypeAdapter(Table.class, TableSerializer.INSTANCE)
+				.registerTypeAdapter(RectangularTextContainer.class, new RectangularTextContainerSerializer())
+				.registerTypeAdapter(Cell.class, RectangularTextContainerSerializer.INSTANCE)
+				.registerTypeAdapter(TextChunk.class, RectangularTextContainerSerializer.INSTANCE).create();
+	}
 
+	@Override
+	public void write(Appendable out, Table table) throws IOException {
+		out.append(gson.toJson(table, Table.class));
+	}
 
-    final Gson gson;
+	public void write(Appendable out, List<Table> tables) throws IOException {
+		JsonArray array = new JsonArray();
+		for (Table table : tables) {
+			array.add(gson.toJsonTree(table, Table.class));
+		}
+		out.append(gson.toJson(array));
 
-    public JSONWriter() {
-        gson = new GsonBuilder()
-                .addSerializationExclusionStrategy(new TableSerializerExclusionStrategy())
-                .registerTypeAdapter(Table.class, new TableSerializer())
-                .registerTypeAdapter(RectangularTextContainer.class, new TextChunkSerializer())
-                .registerTypeAdapter(Cell.class, new TextChunkSerializer())
-                .registerTypeAdapter(TextChunk.class, new TextChunkSerializer())
-                .create();
-    }
+	}
 
-    @Override
-    public void write(Appendable out, Table table) throws IOException {
-
-        out.append(gson.toJson(table, Table.class));
-    }
-
-    public void write(Appendable out, List<Table> tables) throws IOException {
-
-        JsonArray array = new JsonArray();
-        for (Table table : tables) {
-            array.add(gson.toJsonTree(table, Table.class));
-        }
-        out.append(gson.toJson(array));
-
-    }
 }
diff --git a/src/main/java/technology/tabula/writers/TSVWriter.java b/src/main/java/technology/tabula/writers/TSVWriter.java
index 16f05ad3..c3ddb737 100644
--- a/src/main/java/technology/tabula/writers/TSVWriter.java
+++ b/src/main/java/technology/tabula/writers/TSVWriter.java
@@ -8,5 +8,4 @@ public TSVWriter() {
 		super(CSVFormat.TDF);
 	}
 
-
 }

From d5761a381ef4e5568b2fe6a30652f6fef969630c Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Tue, 29 Aug 2017 23:33:16 +0200
Subject: [PATCH 171/364] JSONWriter clanup

---
 .../technology/tabula/writers/JSONWriter.java | 19 +++++++++----------
 1 file changed, 9 insertions(+), 10 deletions(-)

diff --git a/src/main/java/technology/tabula/writers/JSONWriter.java b/src/main/java/technology/tabula/writers/JSONWriter.java
index 7d2fd4eb..eaf77e77 100644
--- a/src/main/java/technology/tabula/writers/JSONWriter.java
+++ b/src/main/java/technology/tabula/writers/JSONWriter.java
@@ -4,19 +4,18 @@
 import java.lang.reflect.Modifier;
 import java.util.List;
 
-import technology.tabula.Cell;
-import technology.tabula.RectangularTextContainer;
-import technology.tabula.Table;
-import technology.tabula.TextChunk;
-import technology.tabula.json.TableSerializer;
-import technology.tabula.json.RectangularTextContainerSerializer;
-
 import com.google.gson.ExclusionStrategy;
 import com.google.gson.FieldAttributes;
 import com.google.gson.Gson;
 import com.google.gson.GsonBuilder;
 import com.google.gson.JsonArray;
-import com.google.gson.JsonSerializer;
+
+import technology.tabula.Cell;
+import technology.tabula.RectangularTextContainer;
+import technology.tabula.Table;
+import technology.tabula.TextChunk;
+import technology.tabula.json.RectangularTextContainerSerializer;
+import technology.tabula.json.TableSerializer;
 
 public class JSONWriter implements Writer {
 
@@ -31,7 +30,7 @@ public class JSONWriter implements Writer {
 	public JSONWriter() {
 		gson = new GsonBuilder().addSerializationExclusionStrategy(ALLCLASSES_SKIPNONPUBLIC)
 				.registerTypeAdapter(Table.class, TableSerializer.INSTANCE)
-				.registerTypeAdapter(RectangularTextContainer.class, new RectangularTextContainerSerializer())
+				.registerTypeAdapter(RectangularTextContainer.class, RectangularTextContainerSerializer.INSTANCE)
 				.registerTypeAdapter(Cell.class, RectangularTextContainerSerializer.INSTANCE)
 				.registerTypeAdapter(TextChunk.class, RectangularTextContainerSerializer.INSTANCE).create();
 	}
@@ -41,7 +40,7 @@ public void write(Appendable out, Table table) throws IOException {
 		out.append(gson.toJson(table, Table.class));
 	}
 
-	public void write(Appendable out, List<Table> tables) throws IOException {
+	@Override public void write(Appendable out, List<Table> tables) throws IOException {
 		JsonArray array = new JsonArray();
 		for (Table table : tables) {
 			array.add(gson.toJsonTree(table, Table.class));

From 6bfbe07f8b750028092456e014ebf23d845ddf48 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Wed, 30 Aug 2017 00:14:23 +0200
Subject: [PATCH 172/364] More cleanup

---
 .../java/technology/tabula/Rectangle.java     |  1 +
 .../tabula/RectangularTextContainer.java      | 55 ++++++++++---------
 .../tabula/json/RulingSerializer.java         | 13 ++---
 .../technology/tabula/writers/JSONWriter.java | 27 ++++-----
 4 files changed, 46 insertions(+), 50 deletions(-)

diff --git a/src/main/java/technology/tabula/Rectangle.java b/src/main/java/technology/tabula/Rectangle.java
index 16510b73..d188944f 100644
--- a/src/main/java/technology/tabula/Rectangle.java
+++ b/src/main/java/technology/tabula/Rectangle.java
@@ -26,6 +26,7 @@ public Rectangle(float top, float left, float width, float height) {
         it is A is after B.
     */
     public int compareTo(Rectangle other) {
+        // FIXME this needs fixing - see https://github.com/tabulapdf/tabula-java/issues/116#issuecomment-325798979
         double thisBottom = this.getBottom();
         double otherBottom = other.getBottom();
         int rv;
diff --git a/src/main/java/technology/tabula/RectangularTextContainer.java b/src/main/java/technology/tabula/RectangularTextContainer.java
index f9e0036f..5f4d3716 100644
--- a/src/main/java/technology/tabula/RectangularTextContainer.java
+++ b/src/main/java/technology/tabula/RectangularTextContainer.java
@@ -5,31 +5,32 @@
 @SuppressWarnings("serial")
 public abstract class RectangularTextContainer<T extends HasText> extends Rectangle {
 
-    public RectangularTextContainer(float top, float left, float width, float height) {
-        super(top, left, width, height);
-    }
-    
-    public String toString() {
-        StringBuilder sb = new StringBuilder();
-        String s = super.toString();
-        sb.append(s.substring(0, s.length() - 1));
-        sb.append(String.format(",text=%s]", this.getText() == null ? "null" : "\"" + this.getText() + "\""));
-        return sb.toString();
-    }
-    
-    public RectangularTextContainer<T> merge(RectangularTextContainer<T> other) {
-        if (this.compareTo(other) < 0) {
-            this.getTextElements().addAll(other.getTextElements());
-            
-        }
-        else {
-            this.getTextElements().addAll(0, other.getTextElements());
-        }
-        super.merge(other);
-        return this;
-    }
-    
-    public abstract String getText();
-    public abstract String getText(boolean useLineReturns);
-    public abstract List<T> getTextElements();
+	public RectangularTextContainer(float top, float left, float width, float height) {
+		super(top, left, width, height);
+	}
+
+	public RectangularTextContainer<T> merge(RectangularTextContainer<T> other) {
+		if (compareTo(other) < 0) {
+			this.getTextElements().addAll(other.getTextElements());
+		} else {
+			this.getTextElements().addAll(0, other.getTextElements());
+		}
+		super.merge(other);
+		return this;
+	}
+
+	public abstract String getText();
+
+	public abstract String getText(boolean useLineReturns);
+
+	public abstract List<T> getTextElements();
+
+	@Override public String toString() {
+		StringBuilder sb = new StringBuilder();
+		String s = super.toString();
+		sb.append(s.substring(0, s.length() - 1));
+		sb.append(String.format(",text=%s]", this.getText() == null ? "null" : "\"" + this.getText() + "\""));
+		return sb.toString();
+	}
+
 }
diff --git a/src/main/java/technology/tabula/json/RulingSerializer.java b/src/main/java/technology/tabula/json/RulingSerializer.java
index 8a3fe297..19fe8bcd 100644
--- a/src/main/java/technology/tabula/json/RulingSerializer.java
+++ b/src/main/java/technology/tabula/json/RulingSerializer.java
@@ -2,21 +2,18 @@
 
 import java.lang.reflect.Type;
 
-import technology.tabula.Ruling;
-
 import com.google.gson.JsonElement;
-import com.google.gson.JsonObject;
 import com.google.gson.JsonSerializationContext;
 import com.google.gson.JsonSerializer;
 
+import technology.tabula.Ruling;
+
+@Deprecated
+/** @deprecated This class is unused (Aug 2017) and will be removed at some later point */
 public class RulingSerializer implements JsonSerializer<Ruling> {
 
     @Override
-    public JsonElement serialize(Ruling arg0, Type arg1,
-            JsonSerializationContext arg2) {
-
-        JsonObject object = new JsonObject();
-        
+    public JsonElement serialize(Ruling src, Type typeOfSrc, JsonSerializationContext context) {
         return null;
     }
 
diff --git a/src/main/java/technology/tabula/writers/JSONWriter.java b/src/main/java/technology/tabula/writers/JSONWriter.java
index eaf77e77..59e9b274 100644
--- a/src/main/java/technology/tabula/writers/JSONWriter.java
+++ b/src/main/java/technology/tabula/writers/JSONWriter.java
@@ -24,29 +24,26 @@ public class JSONWriter implements Writer {
 		@Override public boolean shouldSkipField(FieldAttributes fa) { return !fa.hasModifier(Modifier.PUBLIC); }
 	};
 
-	
-	final Gson gson;
-
-	public JSONWriter() {
-		gson = new GsonBuilder().addSerializationExclusionStrategy(ALLCLASSES_SKIPNONPUBLIC)
-				.registerTypeAdapter(Table.class, TableSerializer.INSTANCE)
-				.registerTypeAdapter(RectangularTextContainer.class, RectangularTextContainerSerializer.INSTANCE)
-				.registerTypeAdapter(Cell.class, RectangularTextContainerSerializer.INSTANCE)
-				.registerTypeAdapter(TextChunk.class, RectangularTextContainerSerializer.INSTANCE).create();
-	}
-
 	@Override
 	public void write(Appendable out, Table table) throws IOException {
-		out.append(gson.toJson(table, Table.class));
+		out.append(gson().toJson(table, Table.class));
 	}
 
 	@Override public void write(Appendable out, List<Table> tables) throws IOException {
+		Gson gson = gson();
 		JsonArray array = new JsonArray();
-		for (Table table : tables) {
-			array.add(gson.toJsonTree(table, Table.class));
-		}
+		for (Table table : tables) array.add(gson.toJsonTree(table, Table.class));
 		out.append(gson.toJson(array));
+	}
 
+	private static Gson gson() {
+		return new GsonBuilder()
+				.addSerializationExclusionStrategy(ALLCLASSES_SKIPNONPUBLIC)
+				.registerTypeAdapter(Table.class, TableSerializer.INSTANCE)
+				.registerTypeAdapter(RectangularTextContainer.class, RectangularTextContainerSerializer.INSTANCE)
+				.registerTypeAdapter(Cell.class, RectangularTextContainerSerializer.INSTANCE)
+				.registerTypeAdapter(TextChunk.class, RectangularTextContainerSerializer.INSTANCE)
+				.create();
 	}
 
 }

From d299ceebf9079f91e4690b7b824aeda61b157984 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Wed, 30 Aug 2017 00:21:07 +0200
Subject: [PATCH 173/364] Even more cleanup

---
 .../tabula/json/RectangularTextContainerSerializer.java       | 4 ++--
 src/test/java/technology/tabula/TestRectangle.java            | 3 ++-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java b/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
index 31bf1060..f6359b91 100644
--- a/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
+++ b/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
@@ -9,7 +9,7 @@
 
 import technology.tabula.RectangularTextContainer;
 
-public final class RectangularTextContainerSerializer implements JsonSerializer<RectangularTextContainer> {
+public final class RectangularTextContainerSerializer implements JsonSerializer<RectangularTextContainer<?>> {
 
 	public static final RectangularTextContainerSerializer INSTANCE = new RectangularTextContainerSerializer();
 
@@ -18,7 +18,7 @@ private RectangularTextContainerSerializer() {
 	}
 
 	@Override
-	public JsonElement serialize(RectangularTextContainer src, Type typeOfSrc, JsonSerializationContext context) {
+	public JsonElement serialize(RectangularTextContainer<?> src, Type typeOfSrc, JsonSerializationContext context) {
 		JsonObject result = new JsonObject();
 		result.addProperty("top",    src.getTop());
 		result.addProperty("left",   src.getLeft());
diff --git a/src/test/java/technology/tabula/TestRectangle.java b/src/test/java/technology/tabula/TestRectangle.java
index 5e156f1d..2be0830f 100644
--- a/src/test/java/technology/tabula/TestRectangle.java
+++ b/src/test/java/technology/tabula/TestRectangle.java
@@ -9,6 +9,7 @@
 import java.util.List;
 
 import org.junit.Assert;
+import org.junit.Ignore;
 import org.junit.Test;
 
 public class TestRectangle {
@@ -254,7 +255,7 @@ public void testTransitiveComparison1() {
 		assertTrue(a.compareTo(c) < 0);
 	}
 
-	@Test
+	@Test @Ignore
 	public void testTransitiveComparison2() {
 		//                     +-------+
 		//                     |       |

From d0b93b063e8fff09e78f56c7fdf1031d11171cfe Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 02:55:12 +0200
Subject: [PATCH 174/364] Additional test case for #116

---
 .../java/technology/tabula/TestRectangle.java | 166 ++++++++++--------
 1 file changed, 90 insertions(+), 76 deletions(-)

diff --git a/src/test/java/technology/tabula/TestRectangle.java b/src/test/java/technology/tabula/TestRectangle.java
index 2be0830f..72a9c0b9 100644
--- a/src/test/java/technology/tabula/TestRectangle.java
+++ b/src/test/java/technology/tabula/TestRectangle.java
@@ -1,10 +1,10 @@
 package technology.tabula;
 
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertTrue;
+import static org.junit.Assert.*;
 
 import java.awt.geom.Point2D;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
 
@@ -13,227 +13,227 @@
 import org.junit.Test;
 
 public class TestRectangle {
-	
-	
+
+
 	@Test
 	public void testCompareEqualsRectangles() {
 		Rectangle first = new Rectangle();
 		Rectangle second = new Rectangle();
-		
+
 		assertTrue(first.equals(second));
 		assertTrue(second.equals(first));
 	}
-	
+
 	@Test
 	public void testCompareAlignedHorizontalRectangle() {
 		Rectangle lower = new Rectangle(0f, 10f, 10f, 10f);
 		Rectangle upper = new Rectangle(0f,20f, 10f, 10f);
-		
+
 		assertTrue(lower.compareTo(upper) < 0);
 	}
-	
+
 	@Test
 	public void testCompareAlignedVerticalRectangle() {
 		Rectangle lower = new Rectangle(10f, 0f, 10f, 10f);
 		Rectangle upper = new Rectangle(20f,0f, 10f, 10f);
-		
+
 		assertTrue(lower.compareTo(upper) < 0);
 	}
-	
+
 	@Test
 	public void testCompareVerticalOverlapRectangle() {
 		Rectangle lower = new Rectangle(5f, 0f, 10f, 10f);
 		Rectangle upper = new Rectangle(0f, 10f, 10f, 10f);
-		
+
 		assertTrue(lower.compareTo(upper) < 0);
 	}
-	
+
 	@Test
 	public void testCompareVerticalOverlapLessThresholdRectangle() {
 		Rectangle lower = new Rectangle(0f, 10f, 10f, 10f);
 		Rectangle upper = new Rectangle(9.8f, 0f, 10f, 10f);
-		
+
 		assertTrue(lower.compareTo(upper) < 0);
 	}
-	
-	
-	
+
+
+
 	@Test
 	public void testQuickSortOneUpperThanOther() {
-		
+
 		Rectangle lower = new Rectangle(175.72f, 72.72f, 1.67f, 1.52f); //, (Comma after AARON)
 		Rectangle upper = new Rectangle(169.21f, 161.16f, 4.33f, 4.31f); // R (REGIONAL PULMONARY)
-		
+
 		assertTrue(lower.compareTo(upper) > 0);
-		
+
 	}
 
-	
+
 	@Test
 	public void testQuickSortRectangleList() {
-		
+
 		//Testing wrong sorting
 		// Expected: AARON, JOSHUA, N
 		// but was: AARON JOSHUA N , ,
-		Rectangle first = new Rectangle(172.92999267578125f, 51.47999954223633f, 4.0f, 4.309999942779541f); //A 
+		Rectangle first = new Rectangle(172.92999267578125f, 51.47999954223633f, 4.0f, 4.309999942779541f); //A
 		Rectangle second = new Rectangle(175.72000122070312f, 72.72000122070312f, 1.6699999570846558f, 1.5199999809265137f); //,
 		Rectangle third = new Rectangle(172.92999267578125f, 96.36000061035156f, 4.0f, 4.309999942779541f); //A
 		Rectangle fourth = new Rectangle(175.72000122070312f, 100.31999969482422f, 1.6699999570846558f, 1.5199999809265137f); //,
 		Rectangle fifth = new Rectangle(172.92999267578125f, 103.68000030517578f, 4.329999923706055f, 4.309999942779541f); //N
 		Rectangle sixth = new Rectangle(169.2100067138672f, 161.16000366210938f, 4.329999923706055f, 4.309999942779541f); //R
-		
-		List<Rectangle> expectedList = new ArrayList<Rectangle>();
+
+		List<Rectangle> expectedList = new ArrayList<>();
 		expectedList.add(first);
 		expectedList.add(sixth);
 		expectedList.add(second);
 		expectedList.add(third);
 		expectedList.add(fourth);
 		expectedList.add(fifth);
-		List<Rectangle> toSortList = new ArrayList<Rectangle>();
+		List<Rectangle> toSortList = new ArrayList<>();
 		toSortList.add(sixth);
 		toSortList.add(second);
 		toSortList.add(third);
 		toSortList.add(fifth);
 		toSortList.add(first);
 		toSortList.add(fourth);
-		
+
 		Collections.sort(toSortList);
-		
+
 		assertEquals(expectedList, toSortList);
 	}
-	
+
 	@Test
 	public void testGetVerticalOverlapShouldReturnZero() {
-		
+
 		Rectangle lower = new Rectangle(10f, 0f, 10f, 10f);
 		Rectangle upper = new Rectangle(20f,0f, 10f, 10f);
-		
+
 		float overlap = lower.verticalOverlap(upper);
-		
+
 		assertEquals(0f, overlap, 0);
 		assertTrue(!lower.verticallyOverlaps(upper));
 		assertEquals(0f, lower.verticalOverlapRatio(upper), 0);
 		assertEquals(0f, lower.overlapRatio(upper), 0);
-			
+
 	}
-	
+
 	@Test
 	public void testGetVerticalOverlapShouldReturnMoreThanZero() {
-		
+
 		Rectangle lower = new Rectangle(15f, 10f, 10f, 10f);
 		Rectangle upper = new Rectangle(20f, 0f, 10f, 10f);
-		
+
 		float overlap = lower.verticalOverlap(upper);
-		
+
 		assertEquals(5f, overlap, 0);
 		assertTrue(lower.verticallyOverlaps(upper));
 		assertEquals(0.5f, lower.verticalOverlapRatio(upper), 0);
 		assertEquals(0f, lower.overlapRatio(upper), 0);
-			
+
 	}
-	
+
 	@Test
 	public void testGetHorizontalOverlapShouldReturnZero() {
-		
+
 		Rectangle one = new Rectangle(0f, 0f, 10f, 10f);
 		Rectangle two = new Rectangle(10f, 10f, 10f, 10f);
-		
+
 		assertTrue(!one.horizontallyOverlaps(two));
 		assertEquals(0f, one.overlapRatio(two), 0);
-			
+
 	}
-	
+
 	@Test
 	public void testGetHorizontalOverlapShouldReturnMoreThanZero() {
-		
+
 		Rectangle one = new Rectangle(0f, 0f, 10f, 10f);
 		Rectangle two = new Rectangle(10f, 5f, 10f, 10f);
-		
+
 		assertTrue(one.horizontallyOverlaps(two));
 		assertEquals(5f, one.horizontalOverlap(two), 0);
 		assertEquals(0f, one.overlapRatio(two), 0);
-			
+
 	}
-	
+
 	@Test
 	public void testGetOverlapShouldReturnMoreThanZero() {
-		
+
 		Rectangle one = new Rectangle(0f, 0f, 10f, 10f);
 		Rectangle two = new Rectangle(5f, 5f, 10f, 10f);
-		
+
 		assertTrue(one.horizontallyOverlaps(two));
 		assertTrue(one.verticallyOverlaps(two));
 		assertEquals(5f, one.horizontalOverlap(two), 0);
 		assertEquals(5f, one.verticalOverlap(two), 0);
 		assertEquals((25f/175), one.overlapRatio(two), 0);
-			
+
 	}
-	
+
 	@Test
 	public void testMergeNoOverlappingRectangles() {
-		
+
 		Rectangle one = new Rectangle(0f, 0f, 10f, 10f);
 		Rectangle two = new Rectangle(0f, 10f, 10f, 10f);
-		
+
 		one.merge(two);
-		
+
 		assertEquals(20f, one.getWidth(), 0);
 		assertEquals(10f, one.getHeight(), 0);
 		assertEquals(0f, one.getLeft(), 0);
 		assertEquals(0f, one.getTop(), 0);
 		assertEquals(10f, one.getBottom(), 0);
 		assertEquals(20f * 10f, one.getArea(), 0);
-				
+
 	}
-	
+
 	@Test
 	public void testMergeOverlappingRectangles() {
-		
+
 		Rectangle one = new Rectangle(0f, 0f, 10f, 10f);
 		Rectangle two = new Rectangle(5f, 5f, 10f, 10f);
-		
+
 		one.merge(two);
-		
+
 		assertEquals(15f, one.getWidth(), 0);
 		assertEquals(15f, one.getHeight(), 0);
 		assertEquals(0f, one.getLeft(), 0);
 		assertEquals(0f, one.getTop(), 0);
-				
+
 	}
-	
+
 	@Test
 	public void testRectangleGetPoints() {
-		
+
 		Rectangle one = new Rectangle(10f, 20f, 30f, 40f);
-		
+
 		Point2D[] points = one.getPoints();
-		
-		Point2D[] expectedPoints = new Point2D[]{ 
+
+		Point2D[] expectedPoints = new Point2D[]{
 				new Point2D.Float(20f, 10f),
 				new Point2D.Float(50f, 10f),
 				new Point2D.Float(50f, 50f),
 				new Point2D.Float(20f, 50f)
-				
+
 		};
-		
+
 		Assert.assertArrayEquals(expectedPoints, points);
-				
+
 	}
-	
+
 	@Test
 	public void testGetBoundingBox() {
-		
-		List<Rectangle> rectangles = new ArrayList<Rectangle>();
+
+		List<Rectangle> rectangles = new ArrayList<>();
 		rectangles.add(new Rectangle(0f, 0f, 10f, 10f));
 		rectangles.add(new Rectangle(20f, 30f, 10f, 10f));
-		
+
 		Rectangle boundingBoxOf = Rectangle.boundingBoxOf(rectangles);
-		
+
 		assertEquals(new Rectangle(0f, 0f, 40f, 30f), boundingBoxOf);
-		
-		
-		
-		
+
+
+
+
 	}
 
 	@Test
@@ -274,4 +274,18 @@ public void testTransitiveComparison2() {
 		assertTrue(a.compareTo(c) < 0);
 	}
 
+	@Test @Ignore
+	public void testWellDefinedComparison1() {
+		Rectangle a = new Rectangle(2,0,2,2);
+		Rectangle b = new Rectangle(1,1,2,2);
+		Rectangle c = new Rectangle(0,2,2,2);
+		List<Rectangle> l1 = new ArrayList<>(Arrays.asList(b, a, c));
+		List<Rectangle> l2 = new ArrayList<>(Arrays.asList(c, b, a));
+		QuickSort.sort(l1);
+		QuickSort.sort(l2);
+		assertEquals(l1.get(0), l2.get(0));
+		assertEquals(l1.get(1), l2.get(1));
+		assertEquals(l1.get(2), l2.get(2));
+	}
+
 }

From 083925a0835a0a854030771a83310c14f2018f78 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 05:55:18 +0200
Subject: [PATCH 175/364] mvn eclipse:eclipse will now download sources

---
 pom.xml | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 2145aa06..63608059 100644
--- a/pom.xml
+++ b/pom.xml
@@ -103,7 +103,6 @@
                     </execution>
                 </executions>
             </plugin>
-
             <plugin>
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
@@ -160,6 +159,15 @@
                     <argLine>-Xms1024m -Xmx2048m</argLine>
                 </configuration>
         </plugin>
+        <!-- download source jars and link them when running eclipse:eclipse -->
+        <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-eclipse-plugin</artifactId>
+            <configuration>
+                <downloadSources>true</downloadSources>
+                <downloadJavadocs>true</downloadJavadocs>
+            </configuration>
+        </plugin>
     </plugins>
 </build>
 
@@ -279,7 +287,7 @@
         <groupId>com.github.jai-imageio</groupId>
         <artifactId>jai-imageio-core</artifactId>
         <version>1.3.1</version>
-    </dependency>    
+    </dependency>
 
     <dependency>
         <groupId>com.github.jai-imageio</groupId>

From 19d8c84af3165879a83dff0eecb90b302e21f097 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 05:56:13 +0200
Subject: [PATCH 176/364] deprecated a few seemengly unused methods in Page

---
 src/main/java/technology/tabula/Page.java | 21 ++++++++++++++-------
 1 file changed, 14 insertions(+), 7 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 8177921b..2f5419ad 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -116,11 +116,13 @@ public List<TextElement> getText(Rectangle area) {
         return this.spatial_index.contains(area);
     }
     
-    public List<TextElement> getText(float top, float left, float bottom, float right) {
+    /** @deprecated use {@linkplain #getText(Rectangle)} instead  */
+    @Deprecated public List<TextElement> getText(float top, float left, float bottom, float right) {
         return this.getText(new Rectangle(top, left, right - left, bottom - top));
     }
 
-    public Integer getRotation() {
+    /** @deprecated with no replacement  */
+    @Deprecated public Integer getRotation() {
         return rotation;
     }
 
@@ -128,7 +130,8 @@ public int getPageNumber() {
         return pageNumber;
     }
 
-    public List<TextElement> getTexts() {
+    /** @deprecated use {@linkplain #getText()} instead  */
+    @Deprecated public List<TextElement> getTexts() {
         return texts;
     }
     
@@ -213,11 +216,13 @@ public List<Ruling> getUnprocessedRulings() {
         return this.rulings;
     }
 
-    public float getMinCharWidth() {
+    /** @deprecated with no replacement  */
+    @Deprecated public float getMinCharWidth() {
         return minCharWidth;
     }
 
-    public float getMinCharHeight() {
+    /** @deprecated with no replacement  */
+    @Deprecated public float getMinCharHeight() {
         return minCharHeight;
     }
 
@@ -225,11 +230,13 @@ public PDPage getPDPage() {
       return pdPage;
     }
 
-    public RectangleSpatialIndex<TextElement> getSpatialIndex() {
+    /** @deprecated with no replacement  */
+    @Deprecated public RectangleSpatialIndex<TextElement> getSpatialIndex() {
         return this.spatial_index;
     }
     
-    public boolean hasText() {
+    /** @deprecated with no replacement  */
+    @Deprecated public boolean hasText() {
         return this.texts.size() > 0;
     }
     

From c4fa2d892f2e9a7c97a80f95f0567157272eb2b9 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 06:03:15 +0200
Subject: [PATCH 177/364] Redundant type arguments removed

---
 src/main/java/technology/tabula/CommandLineApp.java  |  2 +-
 .../java/technology/tabula/ProjectionProfile.java    |  4 ++--
 src/main/java/technology/tabula/QuickSort.java       |  2 +-
 .../java/technology/tabula/TableWithRulingLines.java |  4 ++--
 src/main/java/technology/tabula/debug/Debug.java     |  4 ++--
 .../tabula/detectors/NurminenDetectionAlgorithm.java | 12 ++++++------
 .../tabula/extractors/BasicExtractionAlgorithm.java  |  4 ++--
 .../java/technology/tabula/TestTableDetection.java   |  6 +++---
 8 files changed, 19 insertions(+), 19 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 21df07b5..0feb9ea5 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -246,7 +246,7 @@ private static TableExtractor createExtractor(CommandLine line) throws ParseExce
 
     public static List<Float> parseFloatList(String option) throws ParseException {
         String[] f = option.split(",");
-        List<Float> rv = new ArrayList<Float>();
+        List<Float> rv = new ArrayList<>();
         try {
             for (int i = 0; i < f.length; i++) {
                 rv.add(Float.parseFloat(f[i]));
diff --git a/src/main/java/technology/tabula/ProjectionProfile.java b/src/main/java/technology/tabula/ProjectionProfile.java
index d80f18b0..aae1801f 100644
--- a/src/main/java/technology/tabula/ProjectionProfile.java
+++ b/src/main/java/technology/tabula/ProjectionProfile.java
@@ -105,7 +105,7 @@ public float[] findVerticalSeparators(float minColumnWidth) {
     public float[] findHorizontalSeparators(float minRowHeight) {
         boolean foundShorter = false;
 
-        List<Integer> horizontalSeparators = new ArrayList<Integer>();
+        List<Integer> horizontalSeparators = new ArrayList<>();
         for (Ruling r: area.getHorizontalRulings()) {
             System.out.println(r.length() / this.textBounds.getWidth());
             if (r.length() / this.textBounds.getWidth() >= 0.95) {
@@ -136,7 +136,7 @@ public float[] findHorizontalSeparators(float minRowHeight) {
     }
     
     private static List<Integer> findSeparatorsFromProjection(float[] derivative) {
-        List<Integer> separators = new ArrayList<Integer>();
+        List<Integer> separators = new ArrayList<>();
         Integer lastNeg = null;
         float s;
         boolean positiveSlope = false;
diff --git a/src/main/java/technology/tabula/QuickSort.java b/src/main/java/technology/tabula/QuickSort.java
index 21d26dd5..29491028 100644
--- a/src/main/java/technology/tabula/QuickSort.java
+++ b/src/main/java/technology/tabula/QuickSort.java
@@ -58,7 +58,7 @@ public static <T extends Comparable> void sort(List<T> list)
 
     private static <T> void quicksort(List<T> list, Comparator<T> cmp)
     {
-    	Stack<Integer> stack = new Stack<Integer>();
+    	Stack<Integer> stack = new Stack<>();
         stack.push(0);
         stack.push(list.size());
         while (!stack.isEmpty()) {
diff --git a/src/main/java/technology/tabula/TableWithRulingLines.java b/src/main/java/technology/tabula/TableWithRulingLines.java
index 54de67e2..df1527d3 100644
--- a/src/main/java/technology/tabula/TableWithRulingLines.java
+++ b/src/main/java/technology/tabula/TableWithRulingLines.java
@@ -79,14 +79,14 @@ public int compare(Cell arg0, Cell arg1) {
         Iterator<Cell> iter = cells.iterator();
         c = iter.next();
         lastTop = (float) c.getTop();
-        lastRow = new ArrayList<Cell>();
+        lastRow = new ArrayList<>();
         lastRow.add(c);
         rv.add(lastRow);
         
         while (iter.hasNext()) {
             c = iter.next();
             if (!Utils.feq(c.getTop(), lastTop)) {
-                lastRow = new ArrayList<Cell>();
+                lastRow = new ArrayList<>();
                 rv.add(lastRow);
             }
             lastRow.add(c);
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index 0c62784d..6619f2ab 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -314,7 +314,7 @@ public static void main(String[] args) throws IOException {
         try {
             // parse the command line arguments
             CommandLine line = parser.parse(buildOptions(), args);
-            List<Integer> pages = new ArrayList<Integer>();
+            List<Integer> pages = new ArrayList<>();
             if (line.hasOption('p')) {
                 pages = Utils.parsePagesOption(line.getOptionValue('p'));
             } else {
@@ -353,7 +353,7 @@ public static void main(String[] args) throws IOException {
                 PDDocument document = PDDocument.load(pdfFile);
 
                 int numPages = document.getNumberOfPages();
-                pages = new ArrayList<Integer>(numPages);
+                pages = new ArrayList<>(numPages);
 
                 for (int i = 1; i <= numPages; i++) {
                     pages.add(i);
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 69f50c9d..6b946333 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -517,13 +517,13 @@ private TextEdges getTextEdges(List<Line> lines) {
 
         // get all text edges (lines that align with the left, middle and right of chunks of text) that extend
         // uninterrupted over at least REQUIRED_TEXT_LINES_FOR_EDGE lines of text
-        List<TextEdge> leftTextEdges = new ArrayList<TextEdge>();
-        List<TextEdge> midTextEdges = new ArrayList<TextEdge>();
-        List<TextEdge> rightTextEdges = new ArrayList<TextEdge>();
+        List<TextEdge> leftTextEdges = new ArrayList<>();
+        List<TextEdge> midTextEdges = new ArrayList<>();
+        List<TextEdge> rightTextEdges = new ArrayList<>();
 
-        Map<Integer, List<TextChunk>> currLeftEdges = new HashMap<Integer, List<TextChunk>>();
-        Map<Integer, List<TextChunk>> currMidEdges = new HashMap<Integer, List<TextChunk>>();
-        Map<Integer, List<TextChunk>> currRightEdges = new HashMap<Integer, List<TextChunk>>();
+        Map<Integer, List<TextChunk>> currLeftEdges = new HashMap<>();
+        Map<Integer, List<TextChunk>> currMidEdges = new HashMap<>();
+        Map<Integer, List<TextChunk>> currRightEdges = new HashMap<>();
 
         for (Line textRow : lines) {
             for (TextChunk text : textRow.getTextElements()) {
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index 3b22f44e..b6a7bcb5 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -54,7 +54,7 @@ public int compare(Ruling arg0, Ruling arg1) {
                     return Double.compare(arg0.getLeft(), arg1.getLeft());
                 }
             });
-            columns = new ArrayList<Float>(this.verticalRulings.size());
+            columns = new ArrayList<>(this.verticalRulings.size());
             for (Ruling vr: this.verticalRulings) {
                 columns.add(vr.getLeft());
             }
@@ -150,7 +150,7 @@ public static List<java.lang.Float> columnPositions(List<Line> lines) {
             }
         }
         
-        List<java.lang.Float> rv = new ArrayList<java.lang.Float>();
+        List<java.lang.Float> rv = new ArrayList<>();
         for (Rectangle r: regions) {
             rv.add((float) r.getRight());
         }
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 33e8cff9..899bfcec 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -169,7 +169,7 @@ public void testDetectionOfTables() throws Exception {
         ObjectExtractor extractor = new ObjectExtractor(pdfDocument);
 
         // parse expected tables from the ground truth dataset
-        Map<Integer, List<Rectangle>> expectedTables = new HashMap<Integer, List<Rectangle>>();
+        Map<Integer, List<Rectangle>> expectedTables = new HashMap<>();
 
         int numExpectedTables = 0;
 
@@ -188,7 +188,7 @@ public void testDetectionOfTables() throws Exception {
 
             List<Rectangle> pageTables = expectedTables.get(page);
             if (pageTables == null) {
-                pageTables = new ArrayList<Rectangle>();
+                pageTables = new ArrayList<>();
                 expectedTables.put(page, pageTables);
             }
 
@@ -207,7 +207,7 @@ public void testDetectionOfTables() throws Exception {
         }
 
         // now find tables detected by tabula-java
-        Map<Integer, List<Rectangle>> detectedTables = new HashMap<Integer, List<Rectangle>>();
+        Map<Integer, List<Rectangle>> detectedTables = new HashMap<>();
 
         // the algorithm we're going to be testing
         NurminenDetectionAlgorithm detectionAlgorithm = new NurminenDetectionAlgorithm();

From 8247954b1d7505f529170b7dad5bf289e015c7aa Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 06:34:21 +0200
Subject: [PATCH 178/364] Cosmetic changes

Removed several redundant casts and type parameters
---
 .../technology/tabula/CommandLineApp.java     |  9 ++--
 src/main/java/technology/tabula/Line.java     |  2 +-
 .../technology/tabula/ObjectExtractor.java    |  2 +-
 .../tabula/ObjectExtractorStreamEngine.java   |  2 +-
 src/main/java/technology/tabula/Page.java     | 16 +++----
 .../technology/tabula/ProjectionProfile.java  |  6 +--
 .../java/technology/tabula/Rectangle.java     | 22 ++++-----
 .../tabula/RectangleSpatialIndex.java         | 12 ++---
 src/main/java/technology/tabula/Ruling.java   | 10 ++--
 src/main/java/technology/tabula/Table.java    |  8 ++--
 .../tabula/TableWithRulingLines.java          |  8 ++--
 .../java/technology/tabula/TextChunk.java     | 28 +++++------
 .../java/technology/tabula/TextElement.java   | 32 ++++++-------
 src/main/java/technology/tabula/Utils.java    | 22 ++++-----
 .../java/technology/tabula/debug/Debug.java   | 13 +++--
 .../detectors/NurminenDetectionAlgorithm.java | 30 ++++++------
 .../extractors/BasicExtractionAlgorithm.java  | 12 ++---
 .../SpreadsheetExtractionAlgorithm.java       | 48 +++++++++----------
 .../technology/tabula/TestBasicExtractor.java |  4 +-
 src/test/java/technology/tabula/TestCell.java |  2 +-
 src/test/java/technology/tabula/TestLine.java |  2 +-
 .../tabula/TestProjectionProfile.java         | 12 ++---
 .../tabula/TestRectangleSpatialIndex.java     |  2 +-
 .../tabula/TestSpreadsheetExtractor.java      | 31 ++++++------
 .../technology/tabula/TestTableDetection.java |  7 +--
 .../technology/tabula/TestTextElement.java    | 27 +++++------
 .../java/technology/tabula/TestUtils.java     |  6 +--
 .../java/technology/tabula/TestWriters.java   |  2 +-
 28 files changed, 187 insertions(+), 190 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 0feb9ea5..66de8b05 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -151,7 +151,7 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
         try {
             pdfDocument = this.password == null ? PDDocument.load(pdfFile) : PDDocument.load(pdfFile, this.password);
             PageIterator pageIterator = getPageIterator(pdfDocument);
-            List<Table> tables = new ArrayList<Table>();
+            List<Table> tables = new ArrayList<>();
 
             while (pageIterator.hasNext()) {
                 Page page = pageIterator.next();
@@ -262,7 +262,6 @@ private static void printHelp() {
         formatter.printHelp("tabula", BANNER, buildOptions(), "", true);
     }
 
-    @SuppressWarnings("static-access")
     public static Options buildOptions() {
         Options o = new Options();
 
@@ -362,7 +361,7 @@ public List<Table> extractTables(Page page) {
                 case SPREADSHEET:
                     return extractTablesSpreadsheet(page);
                 default:
-                    return new ArrayList<Table>();
+                    return new ArrayList<>();
             }
         }
 
@@ -372,7 +371,7 @@ public List<Table> extractTablesBasic(Page page) {
                 // currently we only have a detector that uses spreadsheets to find table areas
                 DetectionAlgorithm detector = new NurminenDetectionAlgorithm();
                 List<Rectangle> guesses = detector.detect(page);
-                List<Table> tables = new ArrayList<Table>();
+                List<Table> tables = new ArrayList<>();
 
                 for (Rectangle guessRect : guesses) {
                     Page guess = page.getArea(guessRect);
@@ -389,7 +388,7 @@ public List<Table> extractTablesBasic(Page page) {
 
         public List<Table> extractTablesSpreadsheet(Page page) {
             // TODO add useLineReturns
-            return (List<Table>) spreadsheetExtractor.extract(page);
+            return spreadsheetExtractor.extract(page);
         }
     }
 
diff --git a/src/main/java/technology/tabula/Line.java b/src/main/java/technology/tabula/Line.java
index ed2f6895..2dc8ce86 100644
--- a/src/main/java/technology/tabula/Line.java
+++ b/src/main/java/technology/tabula/Line.java
@@ -8,7 +8,7 @@
 @SuppressWarnings("serial")
 public class Line extends Rectangle {
 
-    List<TextChunk> textChunks = new ArrayList<TextChunk>();
+    List<TextChunk> textChunks = new ArrayList<>();
     public static final Character[] WHITE_SPACE_CHARS = { ' ', '\t', '\r', '\n', '\f' };
     
 
diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 2b97a5a8..1b6e91a6 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -9,7 +9,7 @@ public class ObjectExtractor {
 
     private final PDDocument pdfDocument;
 
-    public ObjectExtractor(PDDocument pdfDocument) throws IOException {
+    public ObjectExtractor(PDDocument pdfDocument) {
         this.pdfDocument = pdfDocument;
     }
 
diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index 1538cfa6..70181454 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -41,7 +41,7 @@ protected ObjectExtractorStreamEngine(PDPage page) {
 
         this.log = LoggerFactory.getLogger(ObjectExtractorStreamEngine.class);
 
-        this.rulings = new ArrayList<Ruling>();
+        this.rulings = new ArrayList<>();
         this.pageTransform = null;
 
         // calculate page transform
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 2f5419ad..491eaf7b 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -66,8 +66,8 @@ public int compare(TextElement te1, TextElement te2) {
                                   }}).height;
         }
         Page rv = new Page(
-                (float) area.getTop(),
-                (float) area.getLeft(),
+                area.getTop(),
+                area.getLeft(),
                 (float) area.getWidth(),
                 (float) area.getHeight(),
                 rotation,
@@ -155,14 +155,14 @@ public List<Ruling> getRulings() {
         }
         
         if (this.rulings == null || this.rulings.isEmpty()) {
-            this.verticalRulingLines = new ArrayList<Ruling>();
-            this.horizontalRulingLines = new ArrayList<Ruling>();
-            return new ArrayList<Ruling>();
+            this.verticalRulingLines = new ArrayList<>();
+            this.horizontalRulingLines = new ArrayList<>();
+            return new ArrayList<>();
         }
         
         Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
         
-        List<Ruling> vrs = new ArrayList<Ruling>();
+        List<Ruling> vrs = new ArrayList<>();
         for (Ruling vr: this.rulings) {
             if (vr.vertical()) {
                 vrs.add(vr);
@@ -170,7 +170,7 @@ public List<Ruling> getRulings() {
         }
         this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
         
-        List<Ruling> hrs = new ArrayList<Ruling>(); 
+        List<Ruling> hrs = new ArrayList<>(); 
         for (Ruling hr: this.rulings) {
             if (hr.horizontal()) {
                 hrs.add(hr);
@@ -178,7 +178,7 @@ public List<Ruling> getRulings() {
         }
         this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
         
-        this.cleanRulings = new ArrayList<Ruling>(this.verticalRulingLines);
+        this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
         this.cleanRulings.addAll(this.horizontalRulingLines);
         
         return this.cleanRulings;
diff --git a/src/main/java/technology/tabula/ProjectionProfile.java b/src/main/java/technology/tabula/ProjectionProfile.java
index aae1801f..39ab9e41 100644
--- a/src/main/java/technology/tabula/ProjectionProfile.java
+++ b/src/main/java/technology/tabula/ProjectionProfile.java
@@ -73,7 +73,7 @@ public float[] getHorizontalProjection() {
     public float[] findVerticalSeparators(float minColumnWidth) {
         boolean foundNarrower = false;
 
-        List<Integer> verticalSeparators = new ArrayList<Integer>();
+        List<Integer> verticalSeparators = new ArrayList<>();
         for (Ruling r: area.getVerticalRulings()) {
             if (r.length() / this.textBounds.getHeight() >= 0.95) {
                 verticalSeparators.add(toFixed(r.getPosition() - this.areaLeft));
@@ -167,7 +167,7 @@ public static float[] smooth(float[] data, int kernelSize) {
                         + kernelSize / 2, data.length); j++) {
                     s += data[j];
                 }
-                rv[i] = (float) Math.floor(s / (float) kernelSize);
+                rv[i] = (float) Math.floor(s / kernelSize);
             }
         }
         return rv;
@@ -213,7 +213,7 @@ private static int toFixed(double value) {
     }
     
     private static double toDouble(int value) {
-        return (double) value / Math.pow(10, DECIMAL_PLACES);
+        return value / Math.pow(10, DECIMAL_PLACES);
     }
     
 }
diff --git a/src/main/java/technology/tabula/Rectangle.java b/src/main/java/technology/tabula/Rectangle.java
index d188944f..61899a1f 100644
--- a/src/main/java/technology/tabula/Rectangle.java
+++ b/src/main/java/technology/tabula/Rectangle.java
@@ -57,7 +57,7 @@ public float getArea() {
     }
 
     public float verticalOverlap(Rectangle other) {
-        return (float) Math.max(0, Math.min(this.getBottom(), other.getBottom()) - Math.max(this.getTop(), other.getTop()));
+        return Math.max(0, Math.min(this.getBottom(), other.getBottom()) - Math.max(this.getTop(), other.getTop()));
     }
 
     public boolean verticallyOverlaps(Rectangle other) {
@@ -65,7 +65,7 @@ public boolean verticallyOverlaps(Rectangle other) {
     }
 
     public float horizontalOverlap(Rectangle other) {
-        return (float) Math.max(0, Math.min(this.getRight(), other.getRight()) - Math.max(this.getLeft(), other.getLeft()));
+        return Math.max(0, Math.min(this.getRight(), other.getRight()) - Math.max(this.getLeft(), other.getLeft()));
     }
 
     public boolean horizontallyOverlaps(Rectangle other) {
@@ -74,19 +74,19 @@ public boolean horizontallyOverlaps(Rectangle other) {
 
     public float verticalOverlapRatio(Rectangle other) {
         float rv = 0,
-              delta = (float) Math.min(this.getBottom() - this.getTop(), other.getBottom() - other.getTop());
+              delta = Math.min(this.getBottom() - this.getTop(), other.getBottom() - other.getTop());
 
         if (other.getTop() <= this.getTop() && this.getTop() <= other.getBottom() && other.getBottom() <= this.getBottom()) {
-            rv = (float) ((other.getBottom() - this.getTop()) / delta);
+            rv = (other.getBottom() - this.getTop()) / delta;
         }
         else if (this.getTop() <= other.getTop() && other.getTop() <= this.getBottom() && this.getBottom() <= other.getBottom()) {
-            rv = (float) ((this.getBottom() - other.getTop()) / delta);
+            rv = (this.getBottom() - other.getTop()) / delta;
         }
         else if (this.getTop() <= other.getTop() && other.getTop() <= other.getBottom() && other.getBottom() <= this.getBottom()) {
-            rv = (float) ((other.getBottom() - other.getTop()) / delta);
+            rv = (other.getBottom() - other.getTop()) / delta;
         }
         else if (other.getTop() <= this.getTop() && this.getTop() <= this.getBottom() && this.getBottom() <= other.getBottom()) {
-            rv = (float) ((this.getBottom() - this.getTop()) / delta);
+            rv = (this.getBottom() - this.getTop()) / delta;
         }
 
         return rv;
@@ -143,10 +143,10 @@ public void setBottom(float bottom) {
 
     public Point2D[] getPoints() {
         return new Point2D[] {
-                new Point2D.Float((float) this.getLeft(), (float) this.getTop()),
-                new Point2D.Float((float) this.getRight(), (float) this.getTop()),
-                new Point2D.Float((float) this.getRight(), (float) this.getBottom()),
-                new Point2D.Float((float) this.getLeft(), (float) this.getBottom())
+                new Point2D.Float(this.getLeft(), this.getTop()),
+                new Point2D.Float(this.getRight(), this.getTop()),
+                new Point2D.Float(this.getRight(), this.getBottom()),
+                new Point2D.Float(this.getLeft(), this.getBottom())
         };
     }
 
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index 498106db..46e5fd46 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -11,14 +11,14 @@
 class RectangleSpatialIndex<T extends Rectangle> {
     
     class SaveToListProcedure implements TIntProcedure {
-        private List<Integer> ids = new ArrayList<Integer>();
+        private List<Integer> ids = new ArrayList<>();
 
-        public boolean execute(int id) {
+        @Override public boolean execute(int id) {
           ids.add(id);
           return true;
         }
 
-        private List<Integer> getIds() {
+        List<Integer> getIds() {
           return ids;
         }
     }
@@ -30,7 +30,7 @@ private List<Integer> getIds() {
     public RectangleSpatialIndex() {
         si = new RTree();
         si.init(null);
-        rectangles = new ArrayList<T>();
+        rectangles = new ArrayList<>();
     }
     
     public void add(T te) {
@@ -48,7 +48,7 @@ public void add(T te) {
     public List<T> contains(Rectangle r) {
         SaveToListProcedure proc = new SaveToListProcedure();
         si.contains(rectangleToSpatialIndexRectangle(r), proc);
-        ArrayList<T> rv = new ArrayList<T>();
+        ArrayList<T> rv = new ArrayList<>();
         for (int i : proc.getIds()) {
             rv.add(rectangles.get(i));
         }
@@ -59,7 +59,7 @@ public List<T> contains(Rectangle r) {
     public List<T> intersects(Rectangle r) {
         SaveToListProcedure proc = new SaveToListProcedure();
         si.intersects(rectangleToSpatialIndexRectangle(r), proc);
-        ArrayList<T> rv = new ArrayList<T>();
+        ArrayList<T> rv = new ArrayList<>();
         for (int i : proc.getIds()) {
             rv.add(rectangles.get(i));
         }
diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index 8eb16b5e..2ad33aaa 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -297,7 +297,7 @@ public String toString() {
     }
     
     public static List<Ruling> cropRulingsToArea(List<Ruling> rulings, Rectangle2D area) {
-        ArrayList<Ruling> rv = new ArrayList<Ruling>();
+        ArrayList<Ruling> rv = new ArrayList<>();
         for (Ruling r : rulings) {
             if (r.intersects(area)) {
                 rv.add(r.intersect(area));
@@ -322,15 +322,15 @@ public SortObject(SOType type, float position, Ruling ruling) {
             }
         }
         
-        List<SortObject> sos = new ArrayList<SortObject>();
+        List<SortObject> sos = new ArrayList<>();
         
-        TreeMap<Ruling, Boolean> tree = new TreeMap<Ruling, Boolean>(new Comparator<Ruling>() {
+        TreeMap<Ruling, Boolean> tree = new TreeMap<>(new Comparator<Ruling>() {
             @Override
             public int compare(Ruling o1, Ruling o2) {
                 return java.lang.Double.compare(o1.getTop(), o2.getTop());
             }});
         
-        TreeMap<Point2D, Ruling[]> rv = new TreeMap<Point2D, Ruling[]>(new Comparator<Point2D>() {
+        TreeMap<Point2D, Ruling[]> rv = new TreeMap<>(new Comparator<Point2D>() {
             @Override
             public int compare(Point2D o1, Point2D o2) {
                 if (o1.getY() > o2.getY()) return  1;
@@ -409,7 +409,7 @@ public static List<Ruling> collapseOrientedRulings(List<Ruling> lines) {
     }
     
     public static List<Ruling> collapseOrientedRulings(List<Ruling> lines, int expandAmount) {
-        ArrayList<Ruling> rv = new ArrayList<Ruling>();
+        ArrayList<Ruling> rv = new ArrayList<>();
         Collections.sort(lines, new Comparator<Ruling>() {
             @Override
             public int compare(Ruling a, Ruling b) {
diff --git a/src/main/java/technology/tabula/Table.java b/src/main/java/technology/tabula/Table.java
index eda11251..525f1f3a 100644
--- a/src/main/java/technology/tabula/Table.java
+++ b/src/main/java/technology/tabula/Table.java
@@ -57,7 +57,7 @@ public RectangularTextContainer get(int row, int col) {
         }
         
         public List<RectangularTextContainer> getRow(int row) {
-            return new ArrayList<RectangularTextContainer>(this.subMap(new CellPosition(row, 0), new CellPosition(row, maxRow+1)).values());
+            return new ArrayList<>(this.subMap(new CellPosition(row, 0), new CellPosition(row, maxRow+1)).values());
         }
         
         @Override
@@ -110,9 +110,9 @@ public List<List<RectangularTextContainer>> getRows() {
             return this.rows;
         }
         
-        this.rows = new ArrayList<List<RectangularTextContainer>>();
+        this.rows = new ArrayList<>();
         for (int i = 0; i <= this.cellContainer.maxRow; i++) {
-            List<RectangularTextContainer> lastRow = new ArrayList<RectangularTextContainer>(); 
+            List<RectangularTextContainer> lastRow = new ArrayList<>(); 
             this.rows.add(lastRow);
             for (int j = 0; j <= this.cellContainer.maxCol; j++) {
                 lastRow.add(this.cellContainer.containsKey(i, j) ? this.cellContainer.get(i, j) : TextChunk.EMPTY);
@@ -138,7 +138,7 @@ public ExtractionAlgorithm getExtractionAlgorithm() {
     }
     
     public List<RectangularTextContainer> getCells() {
-        return (List<RectangularTextContainer>) new ArrayList<RectangularTextContainer>(this.cellContainer.values());
+        return new ArrayList<>(this.cellContainer.values());
     }
     
     
diff --git a/src/main/java/technology/tabula/TableWithRulingLines.java b/src/main/java/technology/tabula/TableWithRulingLines.java
index df1527d3..69d0d475 100644
--- a/src/main/java/technology/tabula/TableWithRulingLines.java
+++ b/src/main/java/technology/tabula/TableWithRulingLines.java
@@ -10,7 +10,7 @@
 public class TableWithRulingLines extends Table {
 
     List<Ruling> verticalRulings, horizontalRulings;
-    RectangleSpatialIndex<Cell> si = new RectangleSpatialIndex<Cell>();
+    RectangleSpatialIndex<Cell> si = new RectangleSpatialIndex<>();
     
     public TableWithRulingLines() {
         super();
@@ -61,7 +61,7 @@ private void addCells(List<Cell> cells) {
     private static List<List<Cell>> rowsOfCells(List<Cell> cells) {
         Cell c;
         float lastTop;
-        List<List<Cell>> rv = new ArrayList<List<Cell>>();
+        List<List<Cell>> rv = new ArrayList<>();
         List<Cell> lastRow;
         
         if (cells.isEmpty()) {
@@ -78,7 +78,7 @@ public int compare(Cell arg0, Cell arg1) {
         
         Iterator<Cell> iter = cells.iterator();
         c = iter.next();
-        lastTop = (float) c.getTop();
+        lastTop = c.getTop();
         lastRow = new ArrayList<>();
         lastRow.add(c);
         rv.add(lastRow);
@@ -90,7 +90,7 @@ public int compare(Cell arg0, Cell arg1) {
                 rv.add(lastRow);
             }
             lastRow.add(c);
-            lastTop = (float) c.getTop();
+            lastTop = c.getTop();
         }
         return rv;
     }
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index ed8614db..d387a5de 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -10,7 +10,7 @@
 @SuppressWarnings("serial")
 public class TextChunk extends RectangularTextContainer<TextElement> implements HasText {
     public static final TextChunk EMPTY = new TextChunk(0, 0, 0, 0);
-    List<TextElement> textElements = new ArrayList<TextElement>();
+    List<TextElement> textElements = new ArrayList<>();
 
     public TextChunk(float top, float left, float width, float height) {
         super(top, left, width, height);
@@ -37,7 +37,7 @@ private enum DirectionalityOptions {
     private static HashMap<Byte, DirectionalityOptions> directionalities;
 
     static {
-        directionalities = new HashMap<Byte, DirectionalityOptions>();
+        directionalities = new HashMap<>();
         // BCT = bidirectional character type
         directionalities.put(java.lang.Character.DIRECTIONALITY_ARABIC_NUMBER, DirectionalityOptions.LTR);               // Weak BCT    "AN" in the Unicode specification.
         directionalities.put(java.lang.Character.DIRECTIONALITY_BOUNDARY_NEUTRAL, DirectionalityOptions.NONE);            // Weak BCT    "BN" in the Unicode specification.
@@ -73,8 +73,8 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
             throw new IllegalArgumentException();
         }
 
-        ArrayList<ArrayList<TextElement>> chunks = new ArrayList<ArrayList<TextElement>>();
-        ArrayList<TextElement> buff = new ArrayList<TextElement>();
+        ArrayList<ArrayList<TextElement>> chunks = new ArrayList<>();
+        ArrayList<TextElement> buff = new ArrayList<>();
         DirectionalityOptions buffDirectionality = DirectionalityOptions.NONE; // the directionality of the characters in buff;
 
         for (TextElement te : this.getTextElements()) {
@@ -107,7 +107,7 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
 
                     // and start a new one
                     buffDirectionality = directionalities.get(Character.getDirectionality(te.getText().charAt(0)));
-                    buff = new ArrayList<TextElement>();
+                    buff = new ArrayList<>();
                     buff.add(te);
                 }
             }
@@ -116,7 +116,7 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
             Collections.reverse(buff);
         }
         chunks.add(buff);
-        ArrayList<TextElement> everything = new ArrayList<TextElement>();
+        ArrayList<TextElement> everything = new ArrayList<>();
         if (!isLtrDominant) {
             Collections.reverse(chunks);
         }
@@ -126,7 +126,7 @@ public TextChunk groupByDirectionality(Boolean isLtrDominant) {
         return new TextChunk(everything);
     }
 
-    public int isLtrDominant() {
+    @Override public int isLtrDominant() {
         int ltrCnt = 0;
         int rtlCnt = 0;
         for (int i = 0; i < this.getTextElements().size(); i++) {
@@ -159,17 +159,17 @@ public void add(TextElement textElement) {
         this.merge(textElement);
     }
 
-    public void add(List<TextElement> textElements) {
-        for (TextElement te : textElements) {
+    public void add(List<TextElement> elements) {
+        for (TextElement te : elements) {
             this.add(te);
         }
     }
 
-    public List<TextElement> getTextElements() {
+    @Override public List<TextElement> getTextElements() {
         return textElements;
     }
 
-    public String getText() {
+    @Override public String getText() {
         if (this.textElements.size() == 0) {
             return "";
         }
@@ -231,7 +231,7 @@ public List<TextChunk> squeeze(Character c, int minRunLength) {
         Character currentChar, lastChar = null;
         int subSequenceLength = 0, subSequenceStart = 0;
         TextChunk[] t;
-        List<TextChunk> rv = new ArrayList<TextChunk>();
+        List<TextChunk> rv = new ArrayList<>();
 
         for (int i = 0; i < this.getTextElements().size(); i++) {
             TextElement textElement = this.getTextElements().get(i);
@@ -331,7 +331,7 @@ public static boolean allSameChar(List<TextChunk> textChunks) {
     }
 
     public static List<Line> groupByLines(List<TextChunk> textChunks) {
-        List<Line> lines = new ArrayList<Line>();
+        List<Line> lines = new ArrayList<>();
 
         if (textChunks.size() == 0) {
             return lines;
@@ -360,7 +360,7 @@ public static List<Line> groupByLines(List<TextChunk> textChunks) {
             lines.remove(lines.size() - 1);
         }
 
-        List<Line> rv = new ArrayList<Line>(lines.size());
+        List<Line> rv = new ArrayList<>(lines.size());
 
         for (Line line : lines) {
             rv.add(Line.removeRepeatedCharacters(line, ' ', 3));
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index 6e232854..f54c4e2f 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -30,7 +30,7 @@ public TextElement(float y, float x, float width, float height,
         this.dir = dir;
     }
 
-    public String getText() {
+    @Override public String getText() {
         return text;
     }
 
@@ -50,7 +50,7 @@ public float getFontSize() {
         return fontSize;
     }
 
-    public String toString() {
+    @Override public String toString() {
         StringBuilder sb = new StringBuilder();
         String s = super.toString();
         sb.append(s.substring(0, s.length() - 1));
@@ -110,7 +110,7 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements) {
      */
     public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ruling> verticalRulings) {
 
-        List<TextChunk> textChunks = new ArrayList<TextChunk>();
+        List<TextChunk> textChunks = new ArrayList<>();
 
         if (textElements.isEmpty()) {
             return textChunks;
@@ -120,15 +120,15 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
         // other things depend on `textElements` and it can sometimes lead to the first textElement in textElement
         // not appearing in the final output because it's been removed here.
         // https://github.com/tabulapdf/tabula-java/issues/78
-        List<TextElement> copyOfTextElements = new ArrayList<TextElement>(textElements);
+        List<TextElement> copyOfTextElements = new ArrayList<>(textElements);
         textChunks.add(new TextChunk(copyOfTextElements.remove(0)));
         TextChunk firstTC = textChunks.get(0);
 
         float previousAveCharWidth = (float) firstTC.getWidth();
-        float endOfLastTextX = (float) firstTC.getRight();
-        float maxYForLine = (float) firstTC.getBottom();
+        float endOfLastTextX = firstTC.getRight();
+        float maxYForLine = firstTC.getBottom();
         float maxHeightForLine = (float) firstTC.getHeight();
-        float minYTopForLine = (float) firstTC.getTop();
+        float minYTopForLine = firstTC.getTop();
         float lastWordSpacing = -1;
         float wordSpacing, deltaSpace, averageCharWidth, deltaCharWidth;
         float expectedStartOfNextWordX, dist;
@@ -202,7 +202,7 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
 
             // new line?
             sameLine = true;
-            if (!Utils.overlap((float) chr.getBottom(), chr.height, maxYForLine, maxHeightForLine)) {
+            if (!Utils.overlap(chr.getBottom(), chr.height, maxYForLine, maxHeightForLine)) {
                 endOfLastTextX = -1;
                 expectedStartOfNextWordX = -java.lang.Float.MAX_VALUE;
                 maxYForLine = -java.lang.Float.MAX_VALUE;
@@ -211,7 +211,7 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
                 sameLine = false;
             }
 
-            endOfLastTextX = (float) chr.getRight();
+            endOfLastTextX = chr.getRight();
 
             // should we add a space?
             if (!acrossVerticalRuling &&
@@ -219,9 +219,9 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
                     expectedStartOfNextWordX < chr.getLeft() &&
                     !prevChar.getText().endsWith(" ")) {
 
-                sp = new TextElement((float) prevChar.getTop(),
-                        (float) prevChar.getLeft(),
-                        (float) (expectedStartOfNextWordX - prevChar.getLeft()),
+                sp = new TextElement(prevChar.getTop(),
+                        prevChar.getLeft(),
+                        expectedStartOfNextWordX - prevChar.getLeft(),
                         (float) prevChar.getHeight(),
                         prevChar.getFont(),
                         prevChar.getFontSize(),
@@ -233,11 +233,11 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
                 sp = null;
             }
 
-            maxYForLine = (float) Math.max(chr.getBottom(), maxYForLine);
+            maxYForLine = Math.max(chr.getBottom(), maxYForLine);
             maxHeightForLine = (float) Math.max(maxHeightForLine, chr.getHeight());
-            minYTopForLine = (float) Math.min(minYTopForLine, chr.getTop());
+            minYTopForLine = Math.min(minYTopForLine, chr.getTop());
 
-            dist = (float) (chr.getLeft() - (sp != null ? sp.getRight() : prevChar.getRight()));
+            dist = chr.getLeft() - (sp != null ? sp.getRight() : prevChar.getRight());
 
             if (!acrossVerticalRuling &&
                     sameLine &&
@@ -252,7 +252,7 @@ public static List<TextChunk> mergeWords(List<TextElement> textElements, List<Ru
         }
 
 
-        List<TextChunk> textChunksSeparatedByDirectionality = new ArrayList<TextChunk>();
+        List<TextChunk> textChunksSeparatedByDirectionality = new ArrayList<>();
         // count up characters by directionality
         for (TextChunk chunk : textChunks) {
             // choose the dominant direction
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 1f04a4c2..d41bbe49 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -105,10 +105,10 @@ public static String join(String glue, String... s) {
     }
 
     public static <T> List<List<T>> transpose(List<List<T>> table) {
-        List<List<T>> ret = new ArrayList<List<T>>();
+        List<List<T>> ret = new ArrayList<>();
         final int N = table.get(0).size();
         for (int i = 0; i < N; i++) {
-            List<T> col = new ArrayList<T>();
+            List<T> col = new ArrayList<>();
             for (List<T> row : table) {
                 col.add(row.get(i));
             }
@@ -160,7 +160,7 @@ public static List<Integer> parsePagesOption(String pagesSpec) throws ParseExcep
             return null;
         }
 
-        List<Integer> rv = new ArrayList<Integer>();
+        List<Integer> rv = new ArrayList<>();
 
         String[] ranges = pagesSpec.split(",");
         for (int i = 0; i < ranges.length; i++) {
@@ -188,8 +188,8 @@ public static List<Integer> parsePagesOption(String pagesSpec) throws ParseExcep
     public static void snapPoints(List<? extends Line2D.Float> rulings, float xThreshold, float yThreshold) {
 
         // collect points and keep a Line -> p1,p2 map
-        Map<Line2D.Float, Point2D[]> linesToPoints = new HashMap<Line2D.Float, Point2D[]>();
-        List<Point2D> points = new ArrayList<Point2D>();
+        Map<Line2D.Float, Point2D[]> linesToPoints = new HashMap<>();
+        List<Point2D> points = new ArrayList<>();
         for (Line2D.Float r : rulings) {
             Point2D p1 = r.getP1();
             Point2D p2 = r.getP2();
@@ -206,15 +206,15 @@ public int compare(Point2D arg0, Point2D arg1) {
             }
         });
 
-        List<List<Point2D>> groupedPoints = new ArrayList<List<Point2D>>();
-        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{points.get(0)})));
+        List<List<Point2D>> groupedPoints = new ArrayList<>();
+        groupedPoints.add(new ArrayList<>(Arrays.asList(new Point2D[]{points.get(0)})));
 
         for (Point2D p : points.subList(1, points.size() - 1)) {
             List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
             if (Math.abs(p.getX() - last.get(0).getX()) < xThreshold) {
                 groupedPoints.get(groupedPoints.size() - 1).add(p);
             } else {
-                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{p})));
+                groupedPoints.add(new ArrayList<>(Arrays.asList(new Point2D[]{p})));
             }
         }
 
@@ -238,15 +238,15 @@ public int compare(Point2D arg0, Point2D arg1) {
             }
         });
 
-        groupedPoints = new ArrayList<List<Point2D>>();
-        groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{points.get(0)})));
+        groupedPoints = new ArrayList<>();
+        groupedPoints.add(new ArrayList<>(Arrays.asList(new Point2D[]{points.get(0)})));
 
         for (Point2D p : points.subList(1, points.size() - 1)) {
             List<Point2D> last = groupedPoints.get(groupedPoints.size() - 1);
             if (Math.abs(p.getY() - last.get(0).getY()) < yThreshold) {
                 groupedPoints.get(groupedPoints.size() - 1).add(p);
             } else {
-                groupedPoints.add(new ArrayList<Point2D>(Arrays.asList(new Point2D[]{p})));
+                groupedPoints.add(new ArrayList<>(Arrays.asList(new Point2D[]{p})));
             }
         }
 
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index 6619f2ab..f9f923b5 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -59,7 +59,7 @@ private static void debugNonCleanRulings(Graphics2D g, Page page) {
 
     private static void debugRulings(Graphics2D g, Page page) {
         // draw detected lines
-        List<Ruling> rulings = new ArrayList<Ruling>(page.getHorizontalRulings());
+        List<Ruling> rulings = new ArrayList<>(page.getHorizontalRulings());
         rulings.addAll(page.getVerticalRulings());
         drawShapes(g, rulings);
     }
@@ -70,8 +70,8 @@ private static void debugColumns(Graphics2D g, Page page) {
         List<Float> columns = BasicExtractionAlgorithm.columnPositions(lines);
         int i = 0;
         for (float p : columns) {
-            Ruling r = new Ruling(new Point2D.Float(p, (float) page.getTop()),
-                    new Point2D.Float(p, (float) page.getBottom()));
+            Ruling r = new Ruling(new Point2D.Float(p, page.getTop()),
+                    new Point2D.Float(p, page.getBottom()));
             g.setColor(COLORS[(i++) % 5]);
             drawShape(g, r);
         }
@@ -171,7 +171,7 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
         g.setStroke(new BasicStroke(1f));
         float[] seps = profile.findVerticalSeparators(horizSmoothKernel * 2.5f);
         for (int i = 0; i < seps.length; i++) {
-            float x = (float) (page.getLeft() + seps[i]);
+            float x = page.getLeft() + seps[i];
             g.draw(new Line2D.Double(x, page.getTop(), x, page.getBottom()));
         }
 
@@ -199,7 +199,7 @@ private static void debugProjectionProfile(Graphics2D g, Page page) {
         g.setStroke(new BasicStroke(1.5f));
         seps = profile.findHorizontalSeparators(vertSmoothKernel);
         for (int i = 0; i < seps.length; i++) {
-            float y = (float) (page.getTop() + seps[i]);
+            float y = page.getTop() + seps[i];
             g.draw(new Line2D.Double(page.getLeft(), y, page.getRight(), y));
         }
 
@@ -225,7 +225,7 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
             page = page.getArea(area);
         }
 
-        PDPage p = (PDPage) document.getPage(pageNumber);
+        PDPage p = document.getPage(pageNumber);
 
         BufferedImage image = Utils.pageConvertToImage(p, 72, ImageType.RGB);
 
@@ -276,7 +276,6 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
         ImageIO.write(image, "jpg", new File(outPath));
     }
 
-    @SuppressWarnings("static-access")
     private static Options buildOptions() {
         Options o = new Options();
 
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 6b946333..8f155ae3 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -108,7 +108,7 @@ public List<Rectangle> detect(Page page) {
         try {
             image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
         } catch (IOException e) {
-            return new ArrayList<Rectangle>();
+            return new ArrayList<>();
         }
 
         List<Ruling> horizontalRulings = this.getHorizontalRulings(image);
@@ -119,7 +119,7 @@ public List<Rectangle> detect(Page page) {
             removeTextDocument = this.removeText(pdfPage);
             image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
         } catch (Exception e) {
-            return new ArrayList<Rectangle>();
+            return new ArrayList<>();
         } finally {
             if (removeTextDocument != null) {
                 try {
@@ -133,10 +133,10 @@ public List<Rectangle> detect(Page page) {
 
         List<Ruling> verticalRulings = this.getVerticalRulings(image);
 
-        List<Ruling> allEdges = new ArrayList<Ruling>(horizontalRulings);
+        List<Ruling> allEdges = new ArrayList<>(horizontalRulings);
         allEdges.addAll(verticalRulings);
 
-        List<Rectangle> tableAreas = new ArrayList<Rectangle>();
+        List<Rectangle> tableAreas = new ArrayList<>();
 
         // if we found some edges, try to find some tables based on them
         if (allEdges.size() > 0) {
@@ -289,7 +289,7 @@ public List<Rectangle> detect(Page page) {
         } while (foundTable);
 
         // create a set of our current tables that will eliminate duplicate tables
-        Set<Rectangle> tableSet = new TreeSet<Rectangle>(new Comparator<Rectangle>() {
+        Set<Rectangle> tableSet = new TreeSet<>(new Comparator<Rectangle>() {
             @Override
             public int compare(Rectangle o1, Rectangle o2) {
                 if (o1.equals(o2)) {
@@ -317,7 +317,7 @@ public int compare(Rectangle o1, Rectangle o2) {
 
         tableSet.addAll(tableAreas);
 
-        return new ArrayList<Rectangle>(tableSet);
+        return new ArrayList<>(tableSet);
     }
 
     private Rectangle getTableFromText(List<Line> lines,
@@ -534,21 +534,21 @@ private TextEdges getTextEdges(List<Line> lines) {
                 // first put this chunk into any edge buckets it belongs to
                 List<TextChunk> leftEdge = currLeftEdges.get(left);
                 if (leftEdge == null) {
-                    leftEdge = new ArrayList<TextChunk>();
+                    leftEdge = new ArrayList<>();
                     currLeftEdges.put(left, leftEdge);
                 }
                 leftEdge.add(text);
 
                 List<TextChunk> midEdge = currMidEdges.get(mid);
                 if (midEdge == null) {
-                    midEdge = new ArrayList<TextChunk>();
+                    midEdge = new ArrayList<>();
                     currMidEdges.put(mid, midEdge);
                 }
                 midEdge.add(text);
 
                 List<TextChunk> rightEdge = currRightEdges.get(right);
                 if (rightEdge == null) {
-                    rightEdge = new ArrayList<TextChunk>();
+                    rightEdge = new ArrayList<>();
                     currRightEdges.put(right, rightEdge);
                 }
                 rightEdge.add(text);
@@ -654,7 +654,7 @@ private TextEdges getTextEdges(List<Line> lines) {
     }
 
     private List<Rectangle> getTableAreasFromCells(List<? extends Rectangle> cells) {
-        List<List<Rectangle>> cellGroups = new ArrayList<List<Rectangle>>();
+        List<List<Rectangle>> cellGroups = new ArrayList<>();
         for (Rectangle cell : cells) {
             boolean addedToGroup = false;
 
@@ -677,14 +677,14 @@ private List<Rectangle> getTableAreasFromCells(List<? extends Rectangle> cells)
             }
 
             if (!addedToGroup) {
-                ArrayList<Rectangle> cellGroup = new ArrayList<Rectangle>();
+                ArrayList<Rectangle> cellGroup = new ArrayList<>();
                 cellGroup.add(cell);
                 cellGroups.add(cellGroup);
             }
         }
 
         // create table areas based on cell group
-        List<Rectangle> tableAreas = new ArrayList<Rectangle>();
+        List<Rectangle> tableAreas = new ArrayList<>();
         for (List<Rectangle> cellGroup : cellGroups) {
             // less than four cells should not make a table
             if (cellGroup.size() < REQUIRED_CELLS_FOR_TABLE) {
@@ -713,7 +713,7 @@ private List<Ruling> getHorizontalRulings(BufferedImage image) {
 
         // get all horizontal edges, which we'll define as a change in grayscale colour
         // along a straight line of a certain length
-        ArrayList<Ruling> horizontalRulings = new ArrayList<Ruling>();
+        ArrayList<Ruling> horizontalRulings = new ArrayList<>();
 
         Raster r = image.getRaster();
         int width = r.getWidth();
@@ -776,7 +776,7 @@ private List<Ruling> getVerticalRulings(BufferedImage image) {
 
         // get all vertical edges, which we'll define as a change in grayscale colour
         // along a straight line of a certain length
-        ArrayList<Ruling> verticalRulings = new ArrayList<Ruling>();
+        ArrayList<Ruling> verticalRulings = new ArrayList<>();
 
         Raster r = image.getRaster();
         int width = r.getWidth();
@@ -842,7 +842,7 @@ private PDDocument removeText(PDPage page) throws IOException {
         PDFStreamParser parser = new PDFStreamParser(page);
         parser.parse();
         List<Object> tokens = parser.getTokens();
-        List<Object> newTokens = new ArrayList<Object>();
+        List<Object> newTokens = new ArrayList<>();
         for (Object token : tokens) {
             if (token instanceof Operator) {
                 Operator op = (Operator) token;
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index b6a7bcb5..40283f46 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -26,9 +26,9 @@ public BasicExtractionAlgorithm(List<Ruling> verticalRulings) {
     }
     
     public List<Table> extract(Page page, List<Float> verticalRulingPositions) {
-        List<Ruling> verticalRulings = new ArrayList<Ruling>(verticalRulingPositions.size());
+        List<Ruling> verticalRulings = new ArrayList<>(verticalRulingPositions.size());
         for (Float p: verticalRulingPositions) {
-            verticalRulings.add(new Ruling((float) page.getTop(), (float) p, 0.0f, (float) page.getHeight()));
+            verticalRulings.add(new Ruling(page.getTop(), p, 0.0f, (float) page.getHeight()));
         }
         this.verticalRulings = verticalRulings;
         return this.extract(page);
@@ -109,7 +109,7 @@ public String toString() {
      */
     public static List<java.lang.Float> columnPositions(List<Line> lines) {
 
-        List<Rectangle> regions = new ArrayList<Rectangle>();
+        List<Rectangle> regions = new ArrayList<>();
         for (TextChunk tc: lines.get(0).getTextElements()) {
             if (tc.isSameChar(Line.WHITE_SPACE_CHARS)) { 
                 continue; 
@@ -120,7 +120,7 @@ public static List<java.lang.Float> columnPositions(List<Line> lines) {
         }
         
         for (Line l: lines.subList(1, lines.size())) {
-            List<TextChunk> lineTextElements = new ArrayList<TextChunk>();
+            List<TextChunk> lineTextElements = new ArrayList<>();
             for (TextChunk tc: l.getTextElements()) {
                 if (!tc.isSameChar(Line.WHITE_SPACE_CHARS)) { 
                     lineTextElements.add(tc);
@@ -129,7 +129,7 @@ public static List<java.lang.Float> columnPositions(List<Line> lines) {
             
             for (Rectangle cr: regions) {
 
-                List<TextChunk> overlaps = new ArrayList<TextChunk>();
+                List<TextChunk> overlaps = new ArrayList<>();
                 for (TextChunk te: lineTextElements) {
                     if (cr.horizontallyOverlaps(te)) {
                         overlaps.add(te);
@@ -152,7 +152,7 @@ public static List<java.lang.Float> columnPositions(List<Line> lines) {
         
         List<java.lang.Float> rv = new ArrayList<>();
         for (Rectangle r: regions) {
-            rv.add((float) r.getRight());
+            rv.add(r.getRight());
         }
         
         Collections.sort(rv);
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index f5052e69..2e663bd3 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -80,17 +80,17 @@ else if (arg0Y < arg1Y) {
 
     
     @Override
-    public List<? extends Table> extract(Page page) {
+    public List<Table> extract(Page page) {
         return extract(page, page.getRulings());
     }
     
     /**
      * Extract a list of Table from page using rulings as separators
      */
-    public List<? extends Table> extract(Page page, List<Ruling> rulings) {
+    public List<Table> extract(Page page, List<Ruling> rulings) {
         // split rulings into horizontal and vertical
-        List<Ruling> horizontalR = new ArrayList<Ruling>(), 
-                verticalR = new ArrayList<Ruling>();
+        List<Ruling> horizontalR = new ArrayList<>(), 
+                verticalR = new ArrayList<>();
         
         for (Ruling r: rulings) {
             if (r.horizontal()) {
@@ -106,10 +106,10 @@ else if (r.vertical()) {
         List<Cell> cells = findCells(horizontalR, verticalR);
         List<Rectangle> spreadsheetAreas = findSpreadsheetsFromCells(cells);
         
-        List<TableWithRulingLines> spreadsheets = new ArrayList<TableWithRulingLines>();
+        List<Table> spreadsheets = new ArrayList<>();
         for (Rectangle area: spreadsheetAreas) {
 
-            List<Cell> overlappingCells = new ArrayList<Cell>();
+            List<Cell> overlappingCells = new ArrayList<>();
             for (Cell c: cells) {
                 if (c.intersects(area)) {
 
@@ -118,13 +118,13 @@ else if (r.vertical()) {
                 }
             }
 
-            List<Ruling> horizontalOverlappingRulings = new ArrayList<Ruling>();
+            List<Ruling> horizontalOverlappingRulings = new ArrayList<>();
             for (Ruling hr: horizontalR) {
                 if (area.intersectsLine(hr)) {
                     horizontalOverlappingRulings.add(hr);
                 }
             }
-            List<Ruling> verticalOverlappingRulings = new ArrayList<Ruling>();
+            List<Ruling> verticalOverlappingRulings = new ArrayList<>();
             for (Ruling vr: verticalR) {
                 if (area.intersectsLine(vr)) {
                     verticalOverlappingRulings.add(vr);
@@ -176,9 +176,9 @@ public boolean isTabular(Page page) {
     }
     
     public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruling> verticalRulingLines) {
-        List<Cell> cellsFound = new ArrayList<Cell>();
+        List<Cell> cellsFound = new ArrayList<>();
         Map<Point2D, Ruling[]> intersectionPoints = Ruling.findIntersections(horizontalRulingLines, verticalRulingLines);
-        List<Point2D> intersectionPointsList = new ArrayList<Point2D>(intersectionPoints.keySet());
+        List<Point2D> intersectionPointsList = new ArrayList<>(intersectionPoints.keySet());
         Collections.sort(intersectionPointsList, POINT_COMPARATOR); 
         boolean doBreak = false;
         
@@ -188,9 +188,9 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
             doBreak = false;
             
             // CrossingPointsDirectlyBelow( topLeft );
-            List<Point2D> xPoints = new ArrayList<Point2D>();
+            List<Point2D> xPoints = new ArrayList<>();
             // CrossingPointsDirectlyToTheRight( topLeft );
-            List<Point2D> yPoints = new ArrayList<Point2D>();
+            List<Point2D> yPoints = new ArrayList<>();
 
             for (Point2D p: intersectionPointsList.subList(i, intersectionPointsList.size())) {
                 if (p.getX() == topLeft.getX() && p.getY() > topLeft.getY()) {
@@ -234,13 +234,13 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
     
     public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle> cells) {
         // via: http://stackoverflow.com/questions/13746284/merging-multiple-adjacent-rectangles-into-one-polygon
-        List<Rectangle> rectangles = new ArrayList<Rectangle>();
-        Set<Point2D> pointSet = new HashSet<Point2D>();
-        Map<Point2D, Point2D> edgesH = new HashMap<Point2D, Point2D>();
-        Map<Point2D, Point2D> edgesV = new HashMap<Point2D, Point2D>();
+        List<Rectangle> rectangles = new ArrayList<>();
+        Set<Point2D> pointSet = new HashSet<>();
+        Map<Point2D, Point2D> edgesH = new HashMap<>();
+        Map<Point2D, Point2D> edgesV = new HashMap<>();
         int i = 0;
         
-        cells = new ArrayList<Rectangle>(new HashSet<Rectangle>(cells));
+        cells = new ArrayList<>(new HashSet<>(cells));
 
         Utils.sort(cells);
 
@@ -256,10 +256,10 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
         }
         
         // X first sort
-        List<Point2D> pointsSortX = new ArrayList<Point2D>(pointSet);
+        List<Point2D> pointsSortX = new ArrayList<>(pointSet);
         Collections.sort(pointsSortX, X_FIRST_POINT_COMPARATOR);
         // Y first sort
-        List<Point2D> pointsSortY = new ArrayList<Point2D>(pointSet);
+        List<Point2D> pointsSortY = new ArrayList<>(pointSet);
         Collections.sort(pointsSortY, POINT_COMPARATOR);
         
         while (i < pointSet.size()) {
@@ -282,10 +282,10 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
         }
         
         // Get all the polygons
-        List<List<PolygonVertex>> polygons = new ArrayList<List<PolygonVertex>>();
+        List<List<PolygonVertex>> polygons = new ArrayList<>();
         Point2D nextVertex;
         while (!edgesH.isEmpty()) {
-            ArrayList<PolygonVertex> polygon = new ArrayList<PolygonVertex>();
+            ArrayList<PolygonVertex> polygon = new ArrayList<>();
             Point2D first = edgesH.keySet().iterator().next();
             polygon.add(new PolygonVertex(first, Direction.HORIZONTAL));
             edgesH.remove(first);
@@ -357,7 +357,7 @@ public PolygonVertex(Point2D point, Direction direction) {
             this.point = point;
         }
         
-        public boolean equals(Object other) {
+        @Override public boolean equals(Object other) {
             if (this == other) 
                 return true;
             if (!(other instanceof PolygonVertex))
@@ -365,11 +365,11 @@ public boolean equals(Object other) {
             return this.point.equals(((PolygonVertex) other).point);
         }
         
-        public int hashCode() {
+        @Override public int hashCode() {
             return this.point.hashCode();
         }
         
-        public String toString() {
+        @Override public String toString() {
             return String.format("%s[point=%s,direction=%s]", this.getClass().getName(), this.point.toString(), this.direction.toString());
         }
     }
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index da40db78..fd43f288 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -187,7 +187,7 @@ public void testColumnRecognition() throws IOException {
 
     @Test
     public void testVerticalRulingsPreventMergingOfColumns() throws IOException {
-        List<Ruling> rulings = new ArrayList<Ruling>();
+        List<Ruling> rulings = new ArrayList<>();
         Float[] rulingsVerticalPositions = {147f, 256f, 310f, 375f, 431f, 504f};
         for (int i = 0; i < 6; i++) {
             rulings.add(new Ruling(255.57f, rulingsVerticalPositions[i], 0, 398.76f - 255.57f));
@@ -326,7 +326,7 @@ public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
                 Charset.forName("utf-8"),
                 CSVFormat.DEFAULT);
 
-        List<Rectangle> rectangles = new ArrayList<Rectangle>();
+        List<Rectangle> rectangles = new ArrayList<>();
 
         for (CSVRecord record : parse) {
             rectangles.add(new Rectangle(Float.parseFloat(record.get(0)),
diff --git a/src/test/java/technology/tabula/TestCell.java b/src/test/java/technology/tabula/TestCell.java
index 92796920..de1b8cb8 100644
--- a/src/test/java/technology/tabula/TestCell.java
+++ b/src/test/java/technology/tabula/TestCell.java
@@ -33,7 +33,7 @@ public void testGetTextElements() {
 		
 		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
-		List<TextChunk> tList = new ArrayList<TextChunk>();
+		List<TextChunk> tList = new ArrayList<>();
 		tList.add(tChunk);
 		cell.setTextElements(tList);
 		
diff --git a/src/test/java/technology/tabula/TestLine.java b/src/test/java/technology/tabula/TestLine.java
index 9748415a..90df0e31 100644
--- a/src/test/java/technology/tabula/TestLine.java
+++ b/src/test/java/technology/tabula/TestLine.java
@@ -16,7 +16,7 @@ public void testSetTextElements() {
 		
 		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
-		List<TextChunk> tList = new ArrayList<TextChunk>();
+		List<TextChunk> tList = new ArrayList<>();
 		tList.add(tChunk);
 		line.setTextElements(tList);
 		
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
index 4bdd83af..44d488eb 100644
--- a/src/test/java/technology/tabula/TestProjectionProfile.java
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -21,18 +21,18 @@ public void setUpProjectionProfile() {
 		
 		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
 		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
-		List<TextElement> textList = new ArrayList<TextElement>();
+		List<TextElement> textList = new ArrayList<>();
 		textList.add(textElement);
 		textList.add(textElement2);
 
 		Ruling ruling = new Ruling(0, 0, 10, 10);
-		List<Ruling> rulingList = new ArrayList<Ruling>();
+		List<Ruling> rulingList = new ArrayList<>();
 		rulingList.add(ruling);
 
 
 		page = new Page(0, 0, 1, 1, 0, 1, pdPage, textList, rulingList);
 		
-		List<Rectangle> rectangles = new ArrayList<Rectangle>();
+		List<Rectangle> rectangles = new ArrayList<>();
 		rectangles.add(new Rectangle(0f, 0f, 500f, 5f));
 		
 		pProfile = new ProjectionProfile(page, rectangles, 5, 5);
@@ -65,7 +65,7 @@ public void testFindHorizontalSeparators() {
 	@Test
 	public void testSmooth() {
 		float[] data = {0, 1, 2};
-		float[] rv = pProfile.smooth(data, 3);
+		float[] rv = ProjectionProfile.smooth(data, 3);
 
 		assertEquals(1f, rv[2], 1e-5);
 	}
@@ -73,7 +73,7 @@ public void testSmooth() {
 	@Test
 	public void testFilter() {
 		float[] data = {0, 1, 2};
-		float[] rv = pProfile.filter(data, 3);
+		float[] rv = ProjectionProfile.filter(data, 3);
 
 		assertEquals(3f, rv[1], 1e-5);
 		}
@@ -81,7 +81,7 @@ public void testFilter() {
 	@Test
 	public void testGetAutocorrelation() {
 		float[] projection = {0, 1, 2};
-		float[] rv = pProfile.getAutocorrelation(projection);
+		float[] rv = ProjectionProfile.getAutocorrelation(projection);
 
 		assertEquals(0f, rv[0], 1e-5);
 		assertTrue(rv.length == 2);
diff --git a/src/test/java/technology/tabula/TestRectangleSpatialIndex.java b/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
index 1c05daf1..46eb1ea3 100644
--- a/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
+++ b/src/test/java/technology/tabula/TestRectangleSpatialIndex.java
@@ -11,7 +11,7 @@ public void testIntersects() {
 		
 		Rectangle r = new Rectangle(0, 0, 0, 0);
 		
-		RectangleSpatialIndex rSpatialIndex = new RectangleSpatialIndex<Rectangle>();
+		RectangleSpatialIndex<Rectangle> rSpatialIndex = new RectangleSpatialIndex<>();
 		rSpatialIndex.add(r);
 		
 		assertTrue(rSpatialIndex.intersects(r).size() > 0);
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index d63da204..51375cb9 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -163,7 +163,7 @@ public void testFindSpreadsheetsFromCells() throws IOException {
                 Charset.forName("utf-8"),
                 CSVFormat.DEFAULT);
 
-        List<Cell> cells = new ArrayList<Cell>();
+        List<Cell> cells = new ArrayList<>();
 
         for (CSVRecord record : parse) {
             cells.add(new Cell(Float.parseFloat(record.get(0)),
@@ -173,10 +173,9 @@ public void testFindSpreadsheetsFromCells() throws IOException {
         }
 
 
-        SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
         List<Rectangle> expected = Arrays.asList(EXPECTED_RECTANGLES);
         Collections.sort(expected);
-        List<Rectangle> foundRectangles = se.findSpreadsheetsFromCells(cells);
+        List<Rectangle> foundRectangles = SpreadsheetExtractionAlgorithm.findSpreadsheetsFromCells(cells);
         Collections.sort(foundRectangles);
         assertTrue(foundRectangles.equals(expected));
     }
@@ -198,12 +197,12 @@ public void testSpanningCells() throws IOException {
                 .getPage("src/test/resources/technology/tabula/spanning_cells.pdf", 1);
         String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/spanning_cells.json");
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
-        List<? extends Table> tables = se.extract(page);
+        List<Table> tables = se.extract(page);
         assertEquals(2, tables.size());
 
 
         StringBuilder sb = new StringBuilder();
-        (new JSONWriter()).write(sb, (List<Table>) tables);
+        (new JSONWriter()).write(sb, tables);
         assertEquals(expectedJson, sb.toString());
 
     }
@@ -214,12 +213,12 @@ public void testSpanningCellsToCsv() throws IOException {
                 .getPage("src/test/resources/technology/tabula/spanning_cells.pdf", 1);
         String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spanning_cells.csv");
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
-        List<? extends Table> tables = se.extract(page);
+        List<Table> tables = se.extract(page);
         assertEquals(2, tables.size());
 
 
         StringBuilder sb = new StringBuilder();
-        (new CSVWriter()).write(sb, (List<Table>) tables);
+        (new CSVWriter()).write(sb, tables);
         assertEquals(expectedCsv, sb.toString());
 
     }
@@ -354,7 +353,7 @@ public void testDontRaiseSortException() throws IOException {
                 446.0f, 97.0f, 685.0f, 520.0f);
         page.getText();
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
-        Table table = bea.extract(page).get(0);
+        bea.extract(page).get(0);
     }
 
     @Test
@@ -364,7 +363,7 @@ public void testShouldDetectASingleSpreadsheet() throws IOException {
                 1,
                 68.08f, 16.44f, 680.85f, 597.84f);
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) bea.extract(page);
+        List<Table> tables = bea.extract(page);
         assertEquals(1, tables.size());
     }
 
@@ -373,7 +372,7 @@ public void testExtractTableWithExternallyDefinedRulings() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-007.pdf",
                 1);
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) bea.extract(page,
+        List<Table> tables = bea.extract(page,
                 Arrays.asList(EXTERNALLY_DEFINED_RULINGS));
         assertEquals(1, tables.size());
         Table table = tables.get(0);
@@ -404,7 +403,7 @@ public void testAnotherExtractTableWithExternallyDefinedRulings() throws IOExcep
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/us-024.pdf",
                 1);
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) bea.extract(page,
+        List<Table> tables = bea.extract(page,
                 Arrays.asList(EXTERNALLY_DEFINED_RULINGS2));
         assertEquals(1, tables.size());
         Table table = tables.get(0);
@@ -419,7 +418,7 @@ public void testSpreadsheetsSortedByTopAndRight() throws IOException {
                 1);
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) sea.extract(page);
+        List<Table> tables = sea.extract(page);
         for (int i = 1; i < tables.size(); i++) {
             assert (tables.get(i - 1).getTop() <= tables.get(i).getTop());
         }
@@ -431,7 +430,7 @@ public void testDontStackOverflowQuicksort() throws IOException {
                 1);
 
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) sea.extract(page);
+        List<Table> tables = sea.extract(page);
         for (int i = 1; i < tables.size(); i++) {
             assert (tables.get(i - 1).getTop() <= tables.get(i).getTop());
         }
@@ -442,7 +441,7 @@ public void testRTL() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/arabic.pdf",
                 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) sea.extract(page);
+        List<Table> tables = sea.extract(page);
         // assertEquals(1, tables.size());
         Table table = tables.get(0);
 
@@ -473,7 +472,7 @@ public void testRealLifeRTL() throws IOException {
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/mednine.pdf",
                 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) sea.extract(page);
+        List<Table> tables = sea.extract(page);
         // assertEquals(1, tables.size());
         Table table = tables.get(0);
 
@@ -522,7 +521,7 @@ public void testSpreadsheetExtractionIssue656() throws IOException {
         String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/Publication_of_award_of_Bids_for_Transport_Sector__August_2016.csv");
         
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        List<Table> tables = (List<Table>) sea.extract(page);
+        List<Table> tables = sea.extract(page);
         assertEquals(1, tables.size());
         Table table = tables.get(0);
         
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 899bfcec..1bb86c3d 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -80,6 +80,7 @@ public void save() {
                 w.write(gson.toJson(this));
                 w.close();
             } catch (Exception e) {
+                throw new Error(e);
             }
         }
 
@@ -108,7 +109,7 @@ public static void enableLogging() {
     public static Collection<Object[]> data() {
         String[] regionCodes = {"eu", "us"};
 
-        ArrayList<Object[]> data = new ArrayList<Object[]>();
+        ArrayList<Object[]> data = new ArrayList<>();
 
         for (String regionCode : regionCodes) {
             String directoryName = "src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-" + regionCode + "/";
@@ -224,7 +225,7 @@ public void testDetectionOfTables() throws Exception {
         // now compare
         System.out.println("Testing " + this.pdf.getName());
 
-        List<String> errors = new ArrayList<String>();
+        List<String> errors = new ArrayList<>();
         this.status.numExpectedTables = numExpectedTables;
         totalExpectedTables += numExpectedTables;
 
@@ -289,7 +290,7 @@ public void testDetectionOfTables() throws Exception {
     }
 
     private List<String> comparePages(Integer page, List<Rectangle> detected, List<Rectangle> expected) {
-        ArrayList<String> errors = new ArrayList<String>();
+        ArrayList<String> errors = new ArrayList<>();
 
         // go through the detected tables and try to match them with expected tables
         // from http://www.orsigiorgio.net/wp-content/papercite-data/pdf/gho*12.pdf (comparing regions):
diff --git a/src/test/java/technology/tabula/TestTextElement.java b/src/test/java/technology/tabula/TestTextElement.java
index d662d5ab..feaaa5e6 100644
--- a/src/test/java/technology/tabula/TestTextElement.java
+++ b/src/test/java/technology/tabula/TestTextElement.java
@@ -1,6 +1,5 @@
 package technology.tabula;
 
-import java.io.IOException;
 import java.util.ArrayList;
 import java.util.List;
 
@@ -12,7 +11,7 @@ public class TestTextElement {
 	
 	
 	@Test
-	public void createTextElement() throws IOException {
+	public void createTextElement() {
 		
 		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f);
 		
@@ -31,7 +30,7 @@ public void createTextElement() throws IOException {
 	}
 	
 	@Test
-	public void createTextElementWithDirection() throws IOException {
+	public void createTextElementWithDirection() {
 		
 		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f);
 		
@@ -52,7 +51,7 @@ public void createTextElementWithDirection() throws IOException {
 	@Test
 	public void mergeFourElementsIntoFourWords() {
 		
-		List<TextElement> elements = new ArrayList<TextElement>();
+		List<TextElement> elements = new ArrayList<>();
 		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		elements.add(new TextElement(20f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
 		elements.add(new TextElement(40f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
@@ -60,7 +59,7 @@ public void mergeFourElementsIntoFourWords() {
 		
 		List<TextChunk> words = TextElement.mergeWords(elements);
 		
-		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		List<TextChunk> expectedWords = new ArrayList<>();
 		expectedWords.add(new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f)));
 		expectedWords.add(new TextChunk(new TextElement(20f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f)));
 		expectedWords.add(new TextChunk(new TextElement(40f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f)));
@@ -73,7 +72,7 @@ public void mergeFourElementsIntoFourWords() {
 	@Test
 	public void mergeFourElementsIntoOneWord() {
 		
-		List<TextElement> elements = new ArrayList<TextElement>();
+		List<TextElement> elements = new ArrayList<>();
 		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
 		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
@@ -81,7 +80,7 @@ public void mergeFourElementsIntoOneWord() {
 		
 		List<TextChunk> words = TextElement.mergeWords(elements);
 		
-		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		List<TextChunk> expectedWords = new ArrayList<>();
 		TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		textChunk.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
 		textChunk.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
@@ -99,7 +98,7 @@ public void mergeElementsShouldBeIdempotent() {
 	   * it was called with. Discussion here: https://github.com/tabulapdf/tabula-java/issues/78
 	   */
 
-		List<TextElement> elements = new ArrayList<TextElement>();
+		List<TextElement> elements = new ArrayList<>();
 		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
 		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
@@ -113,7 +112,7 @@ public void mergeElementsShouldBeIdempotent() {
 	@Test
 	public void mergeElementsWithSkippingRules() {
 		
-		List<TextElement> elements = new ArrayList<TextElement>();
+		List<TextElement> elements = new ArrayList<>();
 		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		elements.add(new TextElement(0f, 17f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
@@ -123,7 +122,7 @@ public void mergeElementsWithSkippingRules() {
 		
 		List<TextChunk> words = TextElement.mergeWords(elements);
 		
-		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		List<TextChunk> expectedWords = new ArrayList<>();
 		TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
 		textChunk.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
 		textChunk.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
@@ -137,7 +136,7 @@ public void mergeElementsWithSkippingRules() {
 	@Test
 	public void mergeTenElementsIntoTwoWords() {
 		
-		List<TextElement> elements = new ArrayList<TextElement>();
+		List<TextElement> elements = new ArrayList<>();
 		elements.add(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
 		elements.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
 		elements.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
@@ -150,7 +149,7 @@ public void mergeTenElementsIntoTwoWords() {
 		
 		List<TextChunk> words = TextElement.mergeWords(elements);
 		
-		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		List<TextChunk> expectedWords = new ArrayList<>();
 		TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
 		textChunk.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
 		textChunk.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
@@ -172,7 +171,7 @@ public void mergeTenElementsIntoTwoWords() {
 	@Test
 	public void mergeTenElementsIntoTwoLines() {
 		
-		List<TextElement> elements = new ArrayList<TextElement>();
+		List<TextElement> elements = new ArrayList<>();
 		elements.add(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
 		elements.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
 		elements.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
@@ -185,7 +184,7 @@ public void mergeTenElementsIntoTwoLines() {
 		
 		List<TextChunk> words = TextElement.mergeWords(elements);
 		
-		List<TextChunk> expectedWords = new ArrayList<TextChunk>();
+		List<TextChunk> expectedWords = new ArrayList<>();
 		TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
 		textChunk.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
 		textChunk.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index 75146565..ffba82e6 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -82,7 +82,7 @@ public void testAnotherExceptionInParsePages() throws ParseException {
 
     @Test
     public void testQuickSortEmptyList() {
-    	List<Integer> numbers = new ArrayList<Integer>();
+    	List<Integer> numbers = new ArrayList<>();
     	QuickSort.sort(numbers);
 
     	assertEquals(Collections.emptyList(), numbers);
@@ -107,8 +107,8 @@ public void testQuickSortShortList() {
     @Test
     public void testQuickSortLongList() {
 
-    	List<Integer> numbers = new ArrayList<Integer>();
-    	List<Integer> expectedNumbers = new ArrayList<Integer>();
+    	List<Integer> numbers = new ArrayList<>();
+    	List<Integer> expectedNumbers = new ArrayList<>();
 
     	for(int i = 0; i <= 12000; i++){
     		numbers.add(12000 - i);
diff --git a/src/test/java/technology/tabula/TestWriters.java b/src/test/java/technology/tabula/TestWriters.java
index 63b3dcce..961d57af 100644
--- a/src/test/java/technology/tabula/TestWriters.java
+++ b/src/test/java/technology/tabula/TestWriters.java
@@ -31,7 +31,7 @@ private List<Table> getTables() throws IOException {
 
         Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/twotables.pdf", 1);
         SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-        return (List<Table>) sea.extract(page);
+        return sea.extract(page);
     }
 
     @Test

From c2eafdf7fae54d1bcc6fba256ea3afc68767482a Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 06:54:10 +0200
Subject: [PATCH 179/364] Table.CellPosition made a static inner class

---
 src/main/java/technology/tabula/Table.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/Table.java b/src/main/java/technology/tabula/Table.java
index 525f1f3a..f0306f2c 100644
--- a/src/main/java/technology/tabula/Table.java
+++ b/src/main/java/technology/tabula/Table.java
@@ -9,7 +9,7 @@
 @SuppressWarnings("serial")
 public class Table extends Rectangle {
     
-    class CellPosition implements Comparable<CellPosition> {
+    static class CellPosition implements Comparable<CellPosition> {
         int row, col;
         CellPosition(int row, int col) {
             this.row = row; this.col = col;

From 5d3cebefe3f43e49a2323fc105a1be64ea8d937c Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 06:55:15 +0200
Subject: [PATCH 180/364] TestCellPosition removed (superfluous tests)

---
 .../technology/tabula/TestCellPosition.java   | 45 -------------------
 1 file changed, 45 deletions(-)
 delete mode 100644 src/test/java/technology/tabula/TestCellPosition.java

diff --git a/src/test/java/technology/tabula/TestCellPosition.java b/src/test/java/technology/tabula/TestCellPosition.java
deleted file mode 100644
index 476168dd..00000000
--- a/src/test/java/technology/tabula/TestCellPosition.java
+++ /dev/null
@@ -1,45 +0,0 @@
-package technology.tabula;
-
-import static org.junit.Assert.*;
-
-import org.junit.Test;
-
-import technology.tabula.Table.CellPosition;
-
-public class TestCellPosition {
-
-	@Test
-	public void testHashCode() {
-		Table table = new Table();
-		CellPosition cellPosition = table.new CellPosition(5,  5);
-		
-		assertEquals(500005, cellPosition.hashCode());
-
-	}
-
-	@Test
-	public void testEqualsObject() {
-		Table table = new Table();
-		CellPosition cellPosition1 = table.new CellPosition(5,  5);
-
-		assertTrue(cellPosition1.equals(cellPosition1));
-	}
-	
-	@Test
-	public void testNotEqualsObject() {
-		Table table = new Table();
-		CellPosition cellPosition1 = table.new CellPosition(5,  5);
-		CellPosition cellPosition2 = table.new CellPosition(5,  6);
-
-		assertFalse(cellPosition1.equals(cellPosition2));
-	}
-	
-	@Test
-	public void testNotInstanceOfObject() {
-		Table table = new Table();
-		CellPosition cellPosition = table.new CellPosition(5,  5);
-
-		assertFalse(cellPosition.equals("test"));
-	}
-
-}

From db985d2411cabe066579ce7a83ec57d6adc8c0cf Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 08:36:21 +0200
Subject: [PATCH 181/364] Started cleaning up Table

---
 .../java/technology/tabula/QuickSort.java     | 151 ++++++------
 src/main/java/technology/tabula/Table.java    | 224 +++++++-----------
 .../tabula/TableWithRulingLines.java          |  13 +-
 src/main/java/technology/tabula/Utils.java    |  21 +-
 .../extractors/BasicExtractionAlgorithm.java  |   2 +-
 .../SpreadsheetExtractionAlgorithm.java       |  14 +-
 .../tabula/json/TableSerializer.java          |   6 +-
 .../technology/tabula/TestBasicExtractor.java |   6 +-
 .../technology/tabula/TestTableDetection.java |   8 +-
 .../java/technology/tabula/TestUtils.java     |   2 +-
 10 files changed, 190 insertions(+), 257 deletions(-)

diff --git a/src/main/java/technology/tabula/QuickSort.java b/src/main/java/technology/tabula/QuickSort.java
index 29491028..d6ada5b2 100644
--- a/src/main/java/technology/tabula/QuickSort.java
+++ b/src/main/java/technology/tabula/QuickSort.java
@@ -16,94 +16,97 @@
  */
 package technology.tabula;
 
+import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.List;
+import java.util.RandomAccess;
 import java.util.Stack;
 
 /**
- * see http://de.wikipedia.org/wiki/Quicksort.
+ * An implementation of Quicksort.
+ * 
+ * @see http://de.wikipedia.org/wiki/Quicksort
  * 
  * @author UWe Pachler
  */
-public class QuickSort
-{
-    
-    private QuickSort()
-    {
-    }
-    
-    private static final Comparator<? extends Comparable> objComp = new Comparator<Comparable>()
-    {
-        public int compare(Comparable object1, Comparable object2)
-        {
-            return object1.compareTo(object2);
-        }
-    };
+public final class QuickSort {
+
+	private QuickSort() {
+		// utility
+	}
+
+	/**
+	 * Sorts the given list according to natural order.
+	 */
+	public static <T extends Comparable<? super T>> void sort(List<T> list) {
+		sort(list, QuickSort.<T>naturalOrder()); // JAVA_8 replace with Comparator.naturalOrder() (and cleanup)   
+	}
+
+	/**
+	 * Sorts the given list using the given comparator.
+	 */
+	public static <T> void sort(List<T> list, Comparator<T> comparator) {
+		if (list instanceof RandomAccess) {
+			quicksort(list, comparator);
+		} else {
+			List<T> copy = new ArrayList<>(list);
+			quicksort(copy, comparator);
+			list.clear();
+			list.addAll(copy);
+		}
+	}
 
-    /**
-     * Sorts the given list using the given comparator.
-     */
-    public static <T> void sort(List<T> list, Comparator<T> cmp)
-    {
-    	quicksort(list, cmp);
-    }
+	private static <T> void quicksort(List<T> list, Comparator<T> cmp) {
+		Stack<Integer> stack = new Stack<>();
+		stack.push(0);
+		stack.push(list.size());
+		while (!stack.isEmpty()) {
+			int right = stack.pop();
+			int left = stack.pop();
+			
+			if (right - left < 2) continue;
+			int p = left + ((right - left) / 2);
+			p = partition(list, cmp, p, left, right);
 
-    /**
-     * Sorts the given list using compareTo as comparator.
-     */
-    public static <T extends Comparable> void sort(List<T> list)
-    {
-        sort(list, (Comparator<T>) objComp);
-    }
+			stack.push(p + 1);
+			stack.push(right);
 
-    private static <T> void quicksort(List<T> list, Comparator<T> cmp)
-    {
-    	Stack<Integer> stack = new Stack<>();
-        stack.push(0);
-        stack.push(list.size());
-        while (!stack.isEmpty()) {
-            int right = stack.pop();
-            int left = stack.pop();
-            if (right - left < 2) continue;
-            int p = left + ((right-left)/2);
-            p = partition(list, cmp, p, left, right);
-            
-            stack.push(p+1);
-            stack.push(right);
+			stack.push(left);
+			stack.push(p);
+		}
+	}
 
-            stack.push(left);
-            stack.push(p);
+	private static <T> int partition(List<T> list, Comparator<T> cmp, int p, int start, int end) {
+		int l = start;
+		int h = end - 2;
+		T piv = list.get(p);
+		swap(list, p, end - 1);
 
-        }
-    }
-    
-    private static <T> int partition(List<T> list, Comparator<T> cmp, int p, int start, int end) {
-        int l = start;
-        int h = end - 2;
-        T piv = list.get(p);
-        swap(list,p,end-1);
+		while (l < h) {
+			     if (cmp.compare(list.get(l), piv) <= 0) l++;
+			else if (cmp.compare(piv, list.get(h)) <= 0) h--;
+			else                                         swap(list, l, h);
+		}
+		int idx = h;
+		if (cmp.compare(list.get(h), piv) < 0) idx++;
+		swap(list, end - 1, idx);
+		return idx;
+	}
 
-        while (l < h) {
-            if (cmp.compare(list.get(l), piv) <= 0) {
-                l++;
-            } else if (cmp.compare(piv, list.get(h)) <= 0) { 
-                h--;
-            } else { 
-                swap(list,l,h);
-            }
-        }
-        int idx = h;
-        if (cmp.compare(list.get(h), piv) < 0) idx++;
-        swap(list,end-1,idx);
-        return idx;
-    }
-    
+	private static <T> void swap(List<T> list, int i, int j) {
+		T tmp = list.get(i);
+		list.set(i, list.get(j));
+		list.set(j, tmp);
+	}
 
-    private static <T> void swap(List<T> list, int i, int j)
-    {
-        T tmp = list.get(i);
-        list.set(i, list.get(j));
-        list.set(j, tmp);
-    }
+	@SuppressWarnings({ "rawtypes", "unchecked" })
+	private static final Comparator NATURAL_ORDER = new Comparator() {
+		@Override public int compare(Object l, Object r) { return ((Comparable) l).compareTo(r); }
+	};
+	
+	@SuppressWarnings("unchecked")
+	private static <T extends Comparable<? super T>> Comparator<T> naturalOrder() {
+		return NATURAL_ORDER;
+	} 
 
 }
diff --git a/src/main/java/technology/tabula/Table.java b/src/main/java/technology/tabula/Table.java
index f0306f2c..e0f27d11 100644
--- a/src/main/java/technology/tabula/Table.java
+++ b/src/main/java/technology/tabula/Table.java
@@ -8,139 +8,95 @@
 
 @SuppressWarnings("serial")
 public class Table extends Rectangle {
-    
-    static class CellPosition implements Comparable<CellPosition> {
-        int row, col;
-        CellPosition(int row, int col) {
-            this.row = row; this.col = col;
-        }
-        
-        @Override
-        public boolean equals(Object other) {
-            if (this == other) 
-                return true;
-            if (!(other instanceof CellPosition))
-                return false;
-            return other != null && this.row == ((CellPosition) other).row && this.col == ((CellPosition) other).col;
-        }
-        
-        @Override
-        public int hashCode() {
-            return this.row * 100000 + this.col;
-        }
-
-        @Override
-        public int compareTo(CellPosition other) {
-           int rv = 0;
-           if(this.row < other.row) {
-               rv = -1;
-           }
-           else if (this.row > other.row) {
-               rv = 1;
-           }
-           else if (this.col > other.col) {
-               rv = 1;
-           }
-           else if (this.col < other.col) {
-               rv = -1;
-           }
-           return rv;
-        }
-    }
-    
-    class CellContainer extends TreeMap<CellPosition, RectangularTextContainer> {
-        
-        public int maxRow = 0, maxCol = 0;
-        
-        public RectangularTextContainer get(int row, int col) {
-            return this.get(new CellPosition(row, col));
-        }
-        
-        public List<RectangularTextContainer> getRow(int row) {
-            return new ArrayList<>(this.subMap(new CellPosition(row, 0), new CellPosition(row, maxRow+1)).values());
-        }
-        
-        @Override
-        public RectangularTextContainer put(CellPosition cp, RectangularTextContainer value) {
-            this.maxRow = Math.max(maxRow, cp.row);
-            this.maxCol = Math.max(maxCol, cp.col);
-            if (this.containsKey(cp)) { // adding on an existing CellPosition, concatenate content and resize
-                value.merge(this.get(cp));
-            }
-            super.put(cp, value);
-            return value;
-        }
-        
-        @Override
-        public RectangularTextContainer get(Object key) {
-            return this.containsKey(key) ? super.get(key) : TextChunk.EMPTY;
-        }
-        
-        public boolean containsKey(int row, int col) {
-            return this.containsKey(new CellPosition(row, col));
-        }
-        
-    }
-    
-    public static final Table EMPTY = new Table();
-    
-    CellContainer cellContainer = new CellContainer();
-    Page page;
-    ExtractionAlgorithm extractionAlgorithm;
-    List<List<RectangularTextContainer>> rows = null;
-    
-    public Table() {
-        super();
-    }
-
-    public Table(Page page, ExtractionAlgorithm extractionAlgorithm) {
-        this();
-        this.page = page;
-        this.extractionAlgorithm = extractionAlgorithm;
-    }
-
-    public void add(RectangularTextContainer tc, int i, int j) {
-        this.merge(tc);
-        this.cellContainer.put(new CellPosition(i, j), tc);
-        this.rows = null; // clear the memoized rows
-    }
-    
-    public List<List<RectangularTextContainer>> getRows() {
-        if (this.rows != null) {
-            return this.rows;
-        }
-        
-        this.rows = new ArrayList<>();
-        for (int i = 0; i <= this.cellContainer.maxRow; i++) {
-            List<RectangularTextContainer> lastRow = new ArrayList<>(); 
-            this.rows.add(lastRow);
-            for (int j = 0; j <= this.cellContainer.maxCol; j++) {
-                lastRow.add(this.cellContainer.containsKey(i, j) ? this.cellContainer.get(i, j) : TextChunk.EMPTY);
-            }
-        }
-        return this.rows;
-    }
-    
-    public RectangularTextContainer getCell(int i, int j) {
-        return this.cellContainer.get(i, j);
-    }
-    
-    public List<List<RectangularTextContainer>> getCols() {
-        return Utils.transpose(this.getRows());
-    }
-    
-    public void setExtractionAlgorithm(ExtractionAlgorithm extractionAlgorithm) {
-        this.extractionAlgorithm = extractionAlgorithm;
-    }
-    
-    public ExtractionAlgorithm getExtractionAlgorithm() {
-        return extractionAlgorithm;
-    }
-    
-    public List<RectangularTextContainer> getCells() {
-        return new ArrayList<>(this.cellContainer.values());
-    }
-    
-    
+
+	public static final Table EMPTY = new Table("");
+
+	private Table(String extractionMethod) {
+		this.extractionMethod = extractionMethod;
+	}
+
+	public Table(ExtractionAlgorithm extractionAlgorithm) {
+		this(extractionAlgorithm.toString());
+	}
+
+	private final String extractionMethod;
+
+	private int rowCount = 0;
+	private int colCount = 0;
+
+	/* visible for testing */ final TreeMap<CellPosition, RectangularTextContainer> cells = new TreeMap<>();
+
+	public int getRowCount() { return rowCount; }
+	public int getColCount() { return colCount; }
+
+	public String getExtractionMethod() { return extractionMethod; }
+
+	public void add(RectangularTextContainer chunk, int row, int col) {
+		this.merge(chunk);
+		
+		rowCount = Math.max(rowCount, row);
+		colCount = Math.max(colCount, col);
+		
+		CellPosition cp = new CellPosition(row, col);
+		
+		RectangularTextContainer old = cells.get(cp);
+		if (old != null) chunk.merge(old);
+		cells.put(cp, chunk);
+
+		this.memoizedRows = null;
+	}
+
+	private List<List<RectangularTextContainer>> memoizedRows = null;
+
+	public List<List<RectangularTextContainer>> getRows() {
+		if (this.memoizedRows == null) this.memoizedRows = computeRows();
+		return this.memoizedRows;
+	}
+
+	private List<List<RectangularTextContainer>> computeRows() {
+		List<List<RectangularTextContainer>> rows = new ArrayList<>();
+		for (int i = 0; i <= rowCount; i++) {
+			List<RectangularTextContainer> lastRow = new ArrayList<>();
+			rows.add(lastRow);
+			for (int j = 0; j <= colCount; j++) {
+				RectangularTextContainer cell = cells.get(new CellPosition(i,j)); // JAVA_8 use getOrDefault()
+				lastRow.add(cell != null ? cell : TextChunk.EMPTY);
+			}
+		}
+		return rows;
+	}
+	
+	public RectangularTextContainer getCell(int i, int j) {
+		RectangularTextContainer cell = cells.get(new CellPosition(i,j)); // JAVA_8 use getOrDefault()
+		return cell != null ? cell : TextChunk.EMPTY;
+	}
+
+}
+
+class CellPosition implements Comparable<CellPosition> {
+
+	CellPosition(int row, int col) {
+		this.row = row;
+		this.col = col;
+	}
+
+	final int row, col;
+
+	@Override public int hashCode() {
+		return Integer.hashCode(row) + 101 * Integer.hashCode(col);
+	}
+
+	@Override public boolean equals(Object obj) {
+		if (this == obj) return true;
+		if (obj == null) return false;
+		if (getClass() != obj.getClass()) return false;
+		CellPosition other = (CellPosition) obj;
+		return row == other.row && col == other.col;
+	}
+
+	@Override public int compareTo(CellPosition other) {
+		int rowdiff = row - other.row;
+		return rowdiff != 0 ? rowdiff : col - other.col;
+	}
 
 }
diff --git a/src/main/java/technology/tabula/TableWithRulingLines.java b/src/main/java/technology/tabula/TableWithRulingLines.java
index 69d0d475..c119f191 100644
--- a/src/main/java/technology/tabula/TableWithRulingLines.java
+++ b/src/main/java/technology/tabula/TableWithRulingLines.java
@@ -6,22 +6,17 @@
 import java.util.Iterator;
 import java.util.List;
 
+import technology.tabula.extractors.ExtractionAlgorithm;
+
 @SuppressWarnings("serial")
 public class TableWithRulingLines extends Table {
 
     List<Ruling> verticalRulings, horizontalRulings;
     RectangleSpatialIndex<Cell> si = new RectangleSpatialIndex<>();
     
-    public TableWithRulingLines() {
-        super();
-    }
-
-    public TableWithRulingLines(Rectangle area, Page page, List<Cell> cells,
-            List<Ruling> horizontalRulings,
-            List<Ruling> verticalRulings) {
-        this();
+    public TableWithRulingLines(Rectangle area, List<Cell> cells, List<Ruling> horizontalRulings, List<Ruling> verticalRulings, ExtractionAlgorithm extractionAlgorithm) {
+        super(extractionAlgorithm);
         this.setRect(area);
-        this.page = page;
         this.verticalRulings = verticalRulings;
         this.horizontalRulings = horizontalRulings;
         this.addCells(cells);
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index d41bbe49..561cd00e 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -269,18 +269,13 @@ public int compare(Point2D arg0, Point2D arg1) {
         }
     }
 
-    public static BufferedImage pageConvertToImage(PDPage page, int dpi, ImageType imageType) throws IOException {
-        // Yeah, this sucks. But PDFBox 2 wants PDFRenderers to have
-        // a reference to a PDDocument (unnecessarily, IMHO)
-
-        PDDocument document = new PDDocument();
-        document.addPage(page);
-
-        PDFRenderer renderer = new PDFRenderer(document);
-
-        document.close();
-
-        return renderer.renderImageWithDPI(0, dpi, imageType);
-    }
+	public static BufferedImage pageConvertToImage(PDPage page, int dpi, ImageType imageType) throws IOException {
+		try (PDDocument document = new PDDocument()) {
+			document.addPage(page);
+			PDFRenderer renderer = new PDFRenderer(document);
+			document.close();
+			return renderer.renderImageWithDPI(0, dpi, imageType);
+		}
+	}
 
 }
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index 40283f46..31a5ca89 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -63,7 +63,7 @@ public int compare(Ruling arg0, Ruling arg1) {
             columns = columnPositions(lines);
         }
         
-        Table table = new Table(page, this);
+        Table table = new Table(this);
         
         for (int i = 0; i < lines.size(); i++) {
             Line line = lines.get(i);
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 2e663bd3..c00de95f 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -131,11 +131,7 @@ else if (r.vertical()) {
                 }
             }
                         
-            TableWithRulingLines t = new TableWithRulingLines(area, page, overlappingCells,
-                    horizontalOverlappingRulings, verticalOverlappingRulings);
-            
-            t.setExtractionAlgorithm(this);
-            
+            TableWithRulingLines t = new TableWithRulingLines(area, overlappingCells, horizontalOverlappingRulings, verticalOverlappingRulings, this);
             spreadsheets.add(t);
         }
         Utils.sort(spreadsheets);
@@ -159,16 +155,16 @@ public boolean isTabular(Page page) {
             return false;
         }
         Table table = tables.get(0);
-        int rowsDefinedByLines = table.getRows().size();
-        int colsDefinedByLines = table.getCols().size();
+        int rowsDefinedByLines = table.getRowCount();
+        int colsDefinedByLines = table.getColCount();
         
         tables = new BasicExtractionAlgorithm().extract(minimalRegion);
         if (tables.size() == 0) {
             // TODO WHAT DO WE DO HERE?
         }
         table = tables.get(0);
-        int rowsDefinedWithoutLines = table.getRows().size();
-        int colsDefinedWithoutLines = table.getCols().size();
+        int rowsDefinedWithoutLines = table.getRowCount();
+        int colsDefinedWithoutLines = table.getColCount();
         
         float ratio = (((float) colsDefinedByLines / colsDefinedWithoutLines) + ((float) rowsDefinedByLines / rowsDefinedWithoutLines)) / 2.0f;
         
diff --git a/src/main/java/technology/tabula/json/TableSerializer.java b/src/main/java/technology/tabula/json/TableSerializer.java
index e3f211c9..87d091d0 100644
--- a/src/main/java/technology/tabula/json/TableSerializer.java
+++ b/src/main/java/technology/tabula/json/TableSerializer.java
@@ -25,11 +25,7 @@ public JsonElement serialize(Table src, Type typeOfSrc, JsonSerializationContext
 
 		JsonObject result = new JsonObject();
 
-		if (src.getExtractionAlgorithm() == null) {
-			result.addProperty("extraction_method", "");
-		} else {
-			result.addProperty("extraction_method", (src.getExtractionAlgorithm()).toString());
-		}
+		result.addProperty("extraction_method", src.getExtractionMethod());
 		result.addProperty("top",    src.getTop());
 		result.addProperty("left",   src.getLeft());
 		result.addProperty("width",  src.getWidth());
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index fd43f288..a9e06575 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -13,12 +13,8 @@
 import org.apache.commons.csv.CSVRecord;
 import org.junit.Test;
 
-import technology.tabula.Page;
-import technology.tabula.Ruling;
-import technology.tabula.Table;
 import technology.tabula.extractors.BasicExtractionAlgorithm;
 import technology.tabula.writers.CSVWriter;
-import technology.tabula.UtilsForTesting;
 
 public class TestBasicExtractor {
 
@@ -254,7 +250,7 @@ public void testNaturalOrderOfRectangles() throws IOException {
                 page.getVerticalRulings());
         Table table = bea.extract(page).get(0);
 
-        List<RectangularTextContainer> cells = table.getCells();
+        List<RectangularTextContainer> cells = new ArrayList<>(table.cells.values());
         for (RectangularTextContainer rectangularTextContainer : cells) {
             System.out.println(rectangularTextContainer.getText());
         }
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 1bb86c3d..6e58f6a4 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -47,10 +47,6 @@ private static final class TestStatus {
         private transient boolean firstRun;
         private transient String pdfFilename;
 
-        public TestStatus() {
-            this(null);
-        }
-
         public TestStatus(String pdfFilename) {
             this.numExpectedTables = 0;
             this.numCorrectlyDetectedTables = 0;
@@ -74,8 +70,7 @@ public static TestStatus load(String pdfFilename) {
         }
 
         public void save() {
-            try {
-                FileWriter w = new FileWriter(jsonFilename(this.pdfFilename));
+            try (FileWriter w = new FileWriter(jsonFilename(this.pdfFilename))) {
                 Gson gson = new Gson();
                 w.write(gson.toJson(this));
                 w.close();
@@ -145,6 +140,7 @@ public TestTableDetection(File pdf) {
         try {
             this.builder = factory.newDocumentBuilder();
         } catch (Exception e) {
+            // ignored
         }
     }
 
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index ffba82e6..db634d89 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -48,7 +48,7 @@ public void testBoundsOfOneEmptyRectangleAndAnotherNonEmpty() {
 
     @Test
     public void testBoundsOfOneRectangle() {
-        ArrayList<Rectangle> shapes = new ArrayList();
+        ArrayList<Rectangle> shapes = new ArrayList<>();
         shapes.add(new Rectangle(0, 0, 20, 40));
         Rectangle r = Utils.bounds(shapes);
         assertEquals(r, shapes.get(0));

From af0ce5e5e5043176512cad7561c0eef970cfc595 Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 08:58:10 +0200
Subject: [PATCH 182/364] Rectangle no longer Comparable

---
 src/main/java/technology/tabula/Cell.java     | 112 +++---
 src/main/java/technology/tabula/HasText.java  |   4 +-
 .../technology/tabula/ObjectExtractor.java    |   2 +-
 .../java/technology/tabula/QuickSort.java     |   6 +-
 .../java/technology/tabula/Rectangle.java     | 342 +++++++++---------
 .../tabula/RectangleSpatialIndex.java         |   4 +-
 src/main/java/technology/tabula/Utils.java    |  24 +-
 .../SpreadsheetDetectionAlgorithm.java        |   2 +-
 .../SpreadsheetExtractionAlgorithm.java       |   4 +-
 .../technology/tabula/TestBasicExtractor.java |   4 +-
 .../java/technology/tabula/TestRectangle.java |   6 +-
 .../tabula/TestSpreadsheetExtractor.java      |   8 +-
 12 files changed, 257 insertions(+), 261 deletions(-)

diff --git a/src/main/java/technology/tabula/Cell.java b/src/main/java/technology/tabula/Cell.java
index b7e568db..79c64fbc 100644
--- a/src/main/java/technology/tabula/Cell.java
+++ b/src/main/java/technology/tabula/Cell.java
@@ -7,69 +7,69 @@
 
 @SuppressWarnings("serial")
 public class Cell extends RectangularTextContainer<TextChunk> {
-    private boolean spanning;
-    private boolean placeholder;
-    private List<TextChunk> textElements;
-    
-    public Cell(float top, float left, float width, float height) {
-        super(top, left, width, height);
-        this.setPlaceholder(false);
-        this.setSpanning(false);
-        this.setTextElements(new ArrayList<TextChunk>());
-    }
-    
-    public Cell(Point2D topLeft, Point2D bottomRight) {
-        super((float) topLeft.getY(), (float) topLeft.getX(), (float) (bottomRight.getX() - topLeft.getX()), (float) (bottomRight.getY() - topLeft.getY()));
-        this.setPlaceholder(false);
-        this.setSpanning(false);
-        this.setTextElements(new ArrayList<TextChunk>());
-    }
-    
-    @Override
-    public String getText(boolean useLineReturns) {
-        if (this.textElements.size() == 0) {
-            return "";
-        }
-        StringBuilder sb = new StringBuilder();
-        Collections.sort(this.textElements);
-        double curTop = this.textElements.get(0).getTop();
-        for (TextChunk tc: this.textElements) {
-            if (useLineReturns && tc.getTop() > curTop) {
-                sb.append('\r');
-            }
-            sb.append(tc.getText());
-            curTop = tc.getTop();
-        }
-        return sb.toString().trim();
-    }
 
-    public String getText() {
-        return getText(true);
-    }
+	public Cell(float top, float left, float width, float height) {
+		super(top, left, width, height);
+		this.setPlaceholder(false);
+		this.setSpanning(false);
+		this.setTextElements(new ArrayList<TextChunk>());
+	}
 
-    public boolean isSpanning() {
-        return spanning;
-    }
+	public Cell(Point2D topLeft, Point2D bottomRight) {
+		super((float) topLeft.getY(), (float) topLeft.getX(), (float) (bottomRight.getX() - topLeft.getX()), (float) (bottomRight.getY() - topLeft.getY()));
+		this.setPlaceholder(false);
+		this.setSpanning(false);
+		this.setTextElements(new ArrayList<TextChunk>());
+	}
 
-    public void setSpanning(boolean spanning) {
-        this.spanning = spanning;
-    }
+	private boolean spanning;
+	private boolean placeholder;
+	private List<TextChunk> textElements;
 
-    public boolean isPlaceholder() {
-        return placeholder;
-    }
+	@Override
+	public String getText(boolean useLineReturns) {
+		if (this.textElements.size() == 0) {
+			return "";
+		}
+		StringBuilder sb = new StringBuilder();
+		Collections.sort(this.textElements, Rectangle.ILL_DEFINED_ORDER);
+		double curTop = this.textElements.get(0).getTop();
+		for (TextChunk tc : this.textElements) {
+			if (useLineReturns && tc.getTop() > curTop) {
+				sb.append('\r');
+			}
+			sb.append(tc.getText());
+			curTop = tc.getTop();
+		}
+		return sb.toString().trim();
+	}
 
-    public void setPlaceholder(boolean placeholder) {
-        this.placeholder = placeholder;
-    }
+	public String getText() {
+		return getText(true);
+	}
 
+	public boolean isSpanning() {
+		return spanning;
+	}
 
-    public List<TextChunk> getTextElements() {
-        return textElements;
-    }
+	public void setSpanning(boolean spanning) {
+		this.spanning = spanning;
+	}
 
-    public void setTextElements(List<TextChunk> textElements) {
-        this.textElements = textElements;
-    }
+	public boolean isPlaceholder() {
+		return placeholder;
+	}
+
+	public void setPlaceholder(boolean placeholder) {
+		this.placeholder = placeholder;
+	}
+
+	public List<TextChunk> getTextElements() {
+		return textElements;
+	}
+
+	public void setTextElements(List<TextChunk> textElements) {
+		this.textElements = textElements;
+	}
 
 }
diff --git a/src/main/java/technology/tabula/HasText.java b/src/main/java/technology/tabula/HasText.java
index 6f375dbc..99455afb 100644
--- a/src/main/java/technology/tabula/HasText.java
+++ b/src/main/java/technology/tabula/HasText.java
@@ -1,7 +1,7 @@
 package technology.tabula;
 
 public interface HasText {
-    
-    String getText();
+
+	String getText();
 
 }
diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 1b6e91a6..87c2a2f9 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -30,7 +30,7 @@ protected Page extractPage(Integer pageNumber) throws IOException {
 
         pdfTextStripper.process();
 
-        Utils.sort(pdfTextStripper.textElements);
+        Utils.sort(pdfTextStripper.textElements, Rectangle.ILL_DEFINED_ORDER);
 
         float w, h;
         int pageRotation = p.getRotation();
diff --git a/src/main/java/technology/tabula/QuickSort.java b/src/main/java/technology/tabula/QuickSort.java
index d6ada5b2..34757ca3 100644
--- a/src/main/java/technology/tabula/QuickSort.java
+++ b/src/main/java/technology/tabula/QuickSort.java
@@ -45,7 +45,7 @@ public static <T extends Comparable<? super T>> void sort(List<T> list) {
 	/**
 	 * Sorts the given list using the given comparator.
 	 */
-	public static <T> void sort(List<T> list, Comparator<T> comparator) {
+	public static <T> void sort(List<T> list, Comparator<? super T> comparator) {
 		if (list instanceof RandomAccess) {
 			quicksort(list, comparator);
 		} else {
@@ -56,7 +56,7 @@ public static <T> void sort(List<T> list, Comparator<T> comparator) {
 		}
 	}
 
-	private static <T> void quicksort(List<T> list, Comparator<T> cmp) {
+	private static <T> void quicksort(List<T> list, Comparator<? super T> cmp) {
 		Stack<Integer> stack = new Stack<>();
 		stack.push(0);
 		stack.push(list.size());
@@ -76,7 +76,7 @@ private static <T> void quicksort(List<T> list, Comparator<T> cmp) {
 		}
 	}
 
-	private static <T> int partition(List<T> list, Comparator<T> cmp, int p, int start, int end) {
+	private static <T> int partition(List<T> list, Comparator<? super T> cmp, int p, int start, int end) {
 		int l = start;
 		int h = end - 2;
 		T piv = list.get(p);
diff --git a/src/main/java/technology/tabula/Rectangle.java b/src/main/java/technology/tabula/Rectangle.java
index 61899a1f..e4522a0a 100644
--- a/src/main/java/technology/tabula/Rectangle.java
+++ b/src/main/java/technology/tabula/Rectangle.java
@@ -2,182 +2,176 @@
 
 import java.awt.geom.Point2D;
 import java.awt.geom.Rectangle2D;
+import java.util.Comparator;
 import java.util.List;
 
 @SuppressWarnings("serial")
-public class Rectangle extends Rectangle2D.Float implements Comparable<Rectangle> {
-
-    protected static final float VERTICAL_COMPARISON_THRESHOLD = 0.4f;
-
-    public Rectangle() {
-        super();
-    }
-
-    public Rectangle(float top, float left, float width, float height) {
-        super();
-        this.setRect(left, top, width, height);
-    }
-
-    @Override
-    /*
-        We're comparing based on ordering in the logical ordering of text here. 
-        Assuming identical Y-axis positions, if TextChunk A has a lower X-axis 
-        than TextChunk B, then A is "before" it -- iff this is LTR text. Otherwise, 
-        it is A is after B.
-    */
-    public int compareTo(Rectangle other) {
-        // FIXME this needs fixing - see https://github.com/tabulapdf/tabula-java/issues/116#issuecomment-325798979
-        double thisBottom = this.getBottom();
-        double otherBottom = other.getBottom();
-        int rv;
-
-        if (this.equals(other)) return 0;
-
-        if (this.verticalOverlap(other) > VERTICAL_COMPARISON_THRESHOLD) {
-            rv = java.lang.Double.compare(this.getX(), other.getX());
-
-            // reverse the ordering if both TextChunks are RTL
-            if (this.isLtrDominant() == -1 && other.isLtrDominant() == -1) {
-                rv = -1 * rv;
-            }
-        } else {
-            rv = java.lang.Double.compare(thisBottom, otherBottom);
-        }
-        return rv;
-    }
-
-    // I'm bad at Java and need this for fancy sorting in technology.tabula.TextChunk.
-    public int isLtrDominant(){
-        return 0;
-    }
-
-
-    public float getArea() {
-        return this.width * this.height;
-    }
-
-    public float verticalOverlap(Rectangle other) {
-        return Math.max(0, Math.min(this.getBottom(), other.getBottom()) - Math.max(this.getTop(), other.getTop()));
-    }
-
-    public boolean verticallyOverlaps(Rectangle other) {
-        return verticalOverlap(other) > 0;
-    }
-
-    public float horizontalOverlap(Rectangle other) {
-        return Math.max(0, Math.min(this.getRight(), other.getRight()) - Math.max(this.getLeft(), other.getLeft()));
-    }
-
-    public boolean horizontallyOverlaps(Rectangle other) {
-        return horizontalOverlap(other) > 0;
-    }
-
-    public float verticalOverlapRatio(Rectangle other) {
-        float rv = 0,
-              delta = Math.min(this.getBottom() - this.getTop(), other.getBottom() - other.getTop());
-
-        if (other.getTop() <= this.getTop() && this.getTop() <= other.getBottom() && other.getBottom() <= this.getBottom()) {
-            rv = (other.getBottom() - this.getTop()) / delta;
-        }
-        else if (this.getTop() <= other.getTop() && other.getTop() <= this.getBottom() && this.getBottom() <= other.getBottom()) {
-            rv = (this.getBottom() - other.getTop()) / delta;
-        }
-        else if (this.getTop() <= other.getTop() && other.getTop() <= other.getBottom() && other.getBottom() <= this.getBottom()) {
-            rv = (other.getBottom() - other.getTop()) / delta;
-        }
-        else if (other.getTop() <= this.getTop() && this.getTop() <= this.getBottom() && this.getBottom() <= other.getBottom()) {
-            rv = (this.getBottom() - this.getTop()) / delta;
-        }
-
-        return rv;
-
-    }
-
-    public float overlapRatio(Rectangle other) {
-        double intersectionWidth = Math.max(0, Math.min(this.getRight(), other.getRight()) - Math.max(this.getLeft(), other.getLeft()));
-        double intersectionHeight = Math.max(0, Math.min(this.getBottom(), other.getBottom()) - Math.max(this.getTop(), other.getTop()));
-        double intersectionArea = Math.max(0, intersectionWidth * intersectionHeight);
-        double unionArea = this.getArea() + other.getArea() - intersectionArea;
-
-        return (float) (intersectionArea / unionArea);
-    }
-
-    public Rectangle merge(Rectangle other) {
-        this.setRect(this.createUnion(other));
-        return this;
-    }
-
-    public float getTop() {
-        return (float) this.getMinY();
-    }
-
-    public void setTop(float top) {
-        float deltaHeight = top - this.y;
-        this.setRect(this.x, top, this.width, this.height - deltaHeight);
-    }
-
-    public float getRight() {
-        return (float) this.getMaxX();
-    }
-
-    public void setRight(float right) {
-        this.setRect(this.x, this.y, right - this.x, this.height);
-    }
-
-    public float getLeft() {
-        return (float) this.getMinX();
-    }
-
-    public void setLeft(float left) {
-        float deltaWidth = left - this.x;
-        this.setRect(left, this.y, this.width - deltaWidth, this.height);
-    }
-
-    public float getBottom() {
-        return (float) this.getMaxY();
-    }
-
-    public void setBottom(float bottom) {
-        this.setRect(this.x, this.y, this.width, bottom - this.y);
-    }
-
-    public Point2D[] getPoints() {
-        return new Point2D[] {
-                new Point2D.Float(this.getLeft(), this.getTop()),
-                new Point2D.Float(this.getRight(), this.getTop()),
-                new Point2D.Float(this.getRight(), this.getBottom()),
-                new Point2D.Float(this.getLeft(), this.getBottom())
-        };
-    }
-
-    @Override
-    public String toString() {
-        StringBuilder sb = new StringBuilder();
-        String s = super.toString();
-        sb.append(s.substring(0, s.length() - 1));
-        sb.append(String.format(",bottom=%f,right=%f]", this.getBottom(), this.getRight()));
-        return sb.toString();
-    }
-
-
-    /**
-     * @param rectangles
-     * @return minimum bounding box that contains all the rectangles
-     */
-    public static Rectangle boundingBoxOf(List<? extends Rectangle> rectangles) {
-        float minx = java.lang.Float.MAX_VALUE;
-        float miny = java.lang.Float.MAX_VALUE;
-        float maxx = java.lang.Float.MIN_VALUE;
-        float maxy = java.lang.Float.MIN_VALUE;
-
-        for (Rectangle r: rectangles) {
-            minx = (float) Math.min(r.getMinX(), minx);
-            miny = (float) Math.min(r.getMinY(), miny);
-            maxx = (float) Math.max(r.getMaxX(), maxx);
-            maxy = (float) Math.max(r.getMaxY(), maxy);
-        }
-        return new Rectangle(miny, minx, maxx - minx, maxy - miny);
-    }
-
+public class Rectangle extends Rectangle2D.Float {
+
+	/**
+	 * Ill-defined comparator, from when Rectangle was Comparable.
+	 * 
+	 * @see https://github.com/tabulapdf/tabula-java/issues/116
+	 * @deprecated with no replacement
+	 */
+	@Deprecated
+	public static final Comparator<Rectangle> ILL_DEFINED_ORDER = new Comparator<Rectangle>() {
+		@Override public int compare(Rectangle o1, Rectangle o2) {
+			if (o1.equals(o2)) return 0;
+			if (o1.verticalOverlap(o2) > VERTICAL_COMPARISON_THRESHOLD) {
+				return o1.isLtrDominant() == -1 && o2.isLtrDominant() == -1
+				     ? - java.lang.Double.compare(o1.getX(), o2.getX())
+				     : java.lang.Double.compare(o1.getX(), o2.getX());
+			} else {
+				return java.lang.Float.compare(o1.getBottom(), o2.getBottom());
+			}
+		}
+	};
+	
+	protected static final float VERTICAL_COMPARISON_THRESHOLD = 0.4f;
+
+	public Rectangle() {
+		super();
+	}
+
+	public Rectangle(float top, float left, float width, float height) {
+		super();
+		this.setRect(left, top, width, height);
+	}
+
+	public int compareTo(Rectangle other) {
+		return ILL_DEFINED_ORDER.compare(this, other);
+	}
+
+	// I'm bad at Java and need this for fancy sorting in
+	// technology.tabula.TextChunk.
+	public int isLtrDominant() {
+		return 0;
+	}
+
+	public float getArea() {
+		return this.width * this.height;
+	}
+
+	public float verticalOverlap(Rectangle other) {
+		return Math.max(0, Math.min(this.getBottom(), other.getBottom()) - Math.max(this.getTop(), other.getTop()));
+	}
+
+	public boolean verticallyOverlaps(Rectangle other) {
+		return verticalOverlap(other) > 0;
+	}
+
+	public float horizontalOverlap(Rectangle other) {
+		return Math.max(0, Math.min(this.getRight(), other.getRight()) - Math.max(this.getLeft(), other.getLeft()));
+	}
+
+	public boolean horizontallyOverlaps(Rectangle other) {
+		return horizontalOverlap(other) > 0;
+	}
+
+	public float verticalOverlapRatio(Rectangle other) {
+		float rv = 0, delta = Math.min(this.getBottom() - this.getTop(), other.getBottom() - other.getTop());
+
+		if (other.getTop() <= this.getTop() && this.getTop() <= other.getBottom()
+				&& other.getBottom() <= this.getBottom()) {
+			rv = (other.getBottom() - this.getTop()) / delta;
+		} else if (this.getTop() <= other.getTop() && other.getTop() <= this.getBottom()
+				&& this.getBottom() <= other.getBottom()) {
+			rv = (this.getBottom() - other.getTop()) / delta;
+		} else if (this.getTop() <= other.getTop() && other.getTop() <= other.getBottom()
+				&& other.getBottom() <= this.getBottom()) {
+			rv = (other.getBottom() - other.getTop()) / delta;
+		} else if (other.getTop() <= this.getTop() && this.getTop() <= this.getBottom()
+				&& this.getBottom() <= other.getBottom()) {
+			rv = (this.getBottom() - this.getTop()) / delta;
+		}
+
+		return rv;
+
+	}
+
+	public float overlapRatio(Rectangle other) {
+		double intersectionWidth = Math.max(0,
+				Math.min(this.getRight(), other.getRight()) - Math.max(this.getLeft(), other.getLeft()));
+		double intersectionHeight = Math.max(0,
+				Math.min(this.getBottom(), other.getBottom()) - Math.max(this.getTop(), other.getTop()));
+		double intersectionArea = Math.max(0, intersectionWidth * intersectionHeight);
+		double unionArea = this.getArea() + other.getArea() - intersectionArea;
+
+		return (float) (intersectionArea / unionArea);
+	}
+
+	public Rectangle merge(Rectangle other) {
+		this.setRect(this.createUnion(other));
+		return this;
+	}
+
+	public float getTop() {
+		return (float) this.getMinY();
+	}
+
+	public void setTop(float top) {
+		float deltaHeight = top - this.y;
+		this.setRect(this.x, top, this.width, this.height - deltaHeight);
+	}
+
+	public float getRight() {
+		return (float) this.getMaxX();
+	}
+
+	public void setRight(float right) {
+		this.setRect(this.x, this.y, right - this.x, this.height);
+	}
+
+	public float getLeft() {
+		return (float) this.getMinX();
+	}
+
+	public void setLeft(float left) {
+		float deltaWidth = left - this.x;
+		this.setRect(left, this.y, this.width - deltaWidth, this.height);
+	}
+
+	public float getBottom() {
+		return (float) this.getMaxY();
+	}
+
+	public void setBottom(float bottom) {
+		this.setRect(this.x, this.y, this.width, bottom - this.y);
+	}
+
+	public Point2D[] getPoints() {
+		return new Point2D[] { new Point2D.Float(this.getLeft(), this.getTop()),
+				new Point2D.Float(this.getRight(), this.getTop()), new Point2D.Float(this.getRight(), this.getBottom()),
+				new Point2D.Float(this.getLeft(), this.getBottom()) };
+	}
+
+	@Override
+	public String toString() {
+		StringBuilder sb = new StringBuilder();
+		String s = super.toString();
+		sb.append(s.substring(0, s.length() - 1));
+		sb.append(String.format(",bottom=%f,right=%f]", this.getBottom(), this.getRight()));
+		return sb.toString();
+	}
+
+	/**
+	 * @param rectangles
+	 * @return minimum bounding box that contains all the rectangles
+	 */
+	public static Rectangle boundingBoxOf(List<? extends Rectangle> rectangles) {
+		float minx = java.lang.Float.MAX_VALUE;
+		float miny = java.lang.Float.MAX_VALUE;
+		float maxx = java.lang.Float.MIN_VALUE;
+		float maxy = java.lang.Float.MIN_VALUE;
+
+		for (Rectangle r : rectangles) {
+			minx = (float) Math.min(r.getMinX(), minx);
+			miny = (float) Math.min(r.getMinY(), miny);
+			maxx = (float) Math.max(r.getMaxX(), maxx);
+			maxy = (float) Math.max(r.getMaxY(), maxy);
+		}
+		return new Rectangle(miny, minx, maxx - minx, maxy - miny);
+	}
 
 }
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index 46e5fd46..be252794 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -52,7 +52,7 @@ public List<T> contains(Rectangle r) {
         for (int i : proc.getIds()) {
             rv.add(rectangles.get(i));
         }
-        Utils.sort(rv);
+        Utils.sort(rv, Rectangle.ILL_DEFINED_ORDER);
         return rv;
     }
     
@@ -63,7 +63,7 @@ public List<T> intersects(Rectangle r) {
         for (int i : proc.getIds()) {
             rv.add(rectangles.get(i));
         }
-        Utils.sort(rv);
+        Utils.sort(rv, Rectangle.ILL_DEFINED_ORDER);
         return rv;
     }
     
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 561cd00e..35c6cc4d 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -117,17 +117,19 @@ public static <T> List<List<T>> transpose(List<List<T>> table) {
         return ret;
     }
 
-    /**
-     * Wrap Collections.sort so we can fallback to a non-stable quicksort
-     * if we're running on JDK7+
-     */
-    public static <T extends Comparable<? super T>> void sort(List<T> list) {
-        if (useQuickSort) {
-            QuickSort.sort(list);
-        } else {
-            Collections.sort(list);
-        }
-    }
+	/**
+	 * Wrap Collections.sort so we can fallback to a non-stable quicksort if we're
+	 * running on JDK7+
+	 */
+	public static <T extends Comparable<? super T>> void sort(List<T> list) {
+		if (useQuickSort) QuickSort.sort(list);
+		else              Collections.sort(list);
+	}
+
+	public static <T> void sort(List<T> list, Comparator<? super T> comparator) {
+		if (useQuickSort) QuickSort.sort(list, comparator);
+		else              Collections.sort(list, comparator);
+	}
 
     private static boolean useCustomQuickSort() {
         // taken from PDFBOX:
diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 06f966e1..243cc3bf 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -25,7 +25,7 @@ public List<Rectangle> detect(Page page) {
         List<Rectangle> tables = SpreadsheetExtractionAlgorithm.findSpreadsheetsFromCells(cells);
 
         // we want tables to be returned from top to bottom on the page
-        Collections.sort(tables);
+        Collections.sort(tables, Rectangle.ILL_DEFINED_ORDER);
 
         return tables;
     }
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index c00de95f..c377507c 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -134,7 +134,7 @@ else if (r.vertical()) {
             TableWithRulingLines t = new TableWithRulingLines(area, overlappingCells, horizontalOverlappingRulings, verticalOverlappingRulings, this);
             spreadsheets.add(t);
         }
-        Utils.sort(spreadsheets);
+        Utils.sort(spreadsheets, Rectangle.ILL_DEFINED_ORDER);
         return spreadsheets;
     }
     
@@ -238,7 +238,7 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
         
         cells = new ArrayList<>(new HashSet<>(cells));
 
-        Utils.sort(cells);
+        Utils.sort(cells, Rectangle.ILL_DEFINED_ORDER);
 
         for (Rectangle cell: cells) {
             for(Point2D pt: cell.getPoints()) {
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index a9e06575..e3fa6470 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -333,12 +333,12 @@ public void testNaturalOrderOfRectanglesOneMoreTime() throws IOException {
 
 
         //List<Rectangle> rectangles = Arrays.asList(RECTANGLES_TEST_NATURAL_ORDER);
-        Utils.sort(rectangles);
+        Utils.sort(rectangles, Rectangle.ILL_DEFINED_ORDER);
 
         for (int i = 0; i < (rectangles.size() - 1); i++) {
             Rectangle rectangle = rectangles.get(i);
             Rectangle nextRectangle = rectangles.get(i + 1);
-
+            
             assertTrue(rectangle.compareTo(nextRectangle) < 0);
         }
     }
diff --git a/src/test/java/technology/tabula/TestRectangle.java b/src/test/java/technology/tabula/TestRectangle.java
index 72a9c0b9..7fa66f7a 100644
--- a/src/test/java/technology/tabula/TestRectangle.java
+++ b/src/test/java/technology/tabula/TestRectangle.java
@@ -97,7 +97,7 @@ public void testQuickSortRectangleList() {
 		toSortList.add(first);
 		toSortList.add(fourth);
 
-		Collections.sort(toSortList);
+		Collections.sort(toSortList, Rectangle.ILL_DEFINED_ORDER);
 
 		assertEquals(expectedList, toSortList);
 	}
@@ -281,8 +281,8 @@ public void testWellDefinedComparison1() {
 		Rectangle c = new Rectangle(0,2,2,2);
 		List<Rectangle> l1 = new ArrayList<>(Arrays.asList(b, a, c));
 		List<Rectangle> l2 = new ArrayList<>(Arrays.asList(c, b, a));
-		QuickSort.sort(l1);
-		QuickSort.sort(l2);
+		QuickSort.sort(l1, Rectangle.ILL_DEFINED_ORDER);
+		QuickSort.sort(l2, Rectangle.ILL_DEFINED_ORDER);
 		assertEquals(l1.get(0), l2.get(0));
 		assertEquals(l1.get(1), l2.get(1));
 		assertEquals(l1.get(2), l2.get(2));
diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 51375cb9..0abd578b 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -129,9 +129,9 @@ public class TestSpreadsheetExtractor {
     @Test
     public void testLinesToCells() {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(Arrays.asList(HORIZONTAL_RULING_LINES), Arrays.asList(VERTICAL_RULING_LINES));
-        Collections.sort(cells);
+        Collections.sort(cells, Rectangle.ILL_DEFINED_ORDER);
         List<Cell> expected = Arrays.asList(EXPECTED_CELLS);
-        Collections.sort(expected);
+        Collections.sort(expected, Rectangle.ILL_DEFINED_ORDER);
         assertTrue(cells.equals(expected));
     }
 
@@ -174,9 +174,9 @@ public void testFindSpreadsheetsFromCells() throws IOException {
 
 
         List<Rectangle> expected = Arrays.asList(EXPECTED_RECTANGLES);
-        Collections.sort(expected);
+        Collections.sort(expected, Rectangle.ILL_DEFINED_ORDER);
         List<Rectangle> foundRectangles = SpreadsheetExtractionAlgorithm.findSpreadsheetsFromCells(cells);
-        Collections.sort(foundRectangles);
+        Collections.sort(foundRectangles, Rectangle.ILL_DEFINED_ORDER);
         assertTrue(foundRectangles.equals(expected));
     }
 

From dd25f7b11d38ee0680db3b114fdaae73b6b3da2a Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Sun, 3 Sep 2017 23:42:02 +0200
Subject: [PATCH 183/364] Refactoring

---
 src/main/java/technology/tabula/Table.java    |  10 +-
 .../extractors/BasicExtractionAlgorithm.java  |   2 +-
 .../java/technology/tabula/TableTest.java     |  45 +++
 .../technology/tabula/TestBasicExtractor.java | 276 ++++++++----------
 .../technology/tabula/UtilsForTesting.java    |  22 +-
 5 files changed, 181 insertions(+), 174 deletions(-)
 create mode 100644 src/test/java/technology/tabula/TableTest.java

diff --git a/src/main/java/technology/tabula/Table.java b/src/main/java/technology/tabula/Table.java
index e0f27d11..8ffca145 100644
--- a/src/main/java/technology/tabula/Table.java
+++ b/src/main/java/technology/tabula/Table.java
@@ -9,7 +9,7 @@
 @SuppressWarnings("serial")
 public class Table extends Rectangle {
 
-	public static final Table EMPTY = new Table("");
+	public static final Table empty() { return new Table(""); }
 
 	private Table(String extractionMethod) {
 		this.extractionMethod = extractionMethod;
@@ -34,8 +34,8 @@ public Table(ExtractionAlgorithm extractionAlgorithm) {
 	public void add(RectangularTextContainer chunk, int row, int col) {
 		this.merge(chunk);
 		
-		rowCount = Math.max(rowCount, row);
-		colCount = Math.max(colCount, col);
+		rowCount = Math.max(rowCount, row + 1);
+		colCount = Math.max(colCount, col + 1);
 		
 		CellPosition cp = new CellPosition(row, col);
 		
@@ -55,10 +55,10 @@ public List<List<RectangularTextContainer>> getRows() {
 
 	private List<List<RectangularTextContainer>> computeRows() {
 		List<List<RectangularTextContainer>> rows = new ArrayList<>();
-		for (int i = 0; i <= rowCount; i++) {
+		for (int i = 0; i < rowCount; i++) {
 			List<RectangularTextContainer> lastRow = new ArrayList<>();
 			rows.add(lastRow);
-			for (int j = 0; j <= colCount; j++) {
+			for (int j = 0; j < colCount; j++) {
 				RectangularTextContainer cell = cells.get(new CellPosition(i,j)); // JAVA_8 use getOrDefault()
 				lastRow.add(cell != null ? cell : TextChunk.EMPTY);
 			}
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index 31a5ca89..afaeb5c7 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -40,7 +40,7 @@ public List<Table> extract(Page page) {
         List<TextElement> textElements = page.getText();
         
         if (textElements.size() == 0) {
-            return Arrays.asList(new Table[] { Table.EMPTY });
+            return Arrays.asList(new Table[] { Table.empty() });
         }
         
         List<TextChunk> textChunks = this.verticalRulings == null ? TextElement.mergeWords(page.getText()) : TextElement.mergeWords(page.getText(), this.verticalRulings);
diff --git a/src/test/java/technology/tabula/TableTest.java b/src/test/java/technology/tabula/TableTest.java
new file mode 100644
index 00000000..c574a553
--- /dev/null
+++ b/src/test/java/technology/tabula/TableTest.java
@@ -0,0 +1,45 @@
+package technology.tabula;
+
+import static org.junit.Assert.*;
+
+import org.junit.Test;
+
+public class TableTest {
+
+	@Test public void testEmpty() {
+		Table empty = Table.empty();
+
+		assertEquals(TextChunk.EMPTY, empty.getCell(0, 0));
+		assertEquals(TextChunk.EMPTY, empty.getCell(1, 1));
+		
+		assertEquals(0, empty.getRowCount());
+		assertEquals(0, empty.getColCount());
+		
+		assertEquals("", empty.getExtractionMethod());
+		
+		assertEquals(0, empty.getTop(), 0);
+		assertEquals(0, empty.getRight(), 0);
+		assertEquals(0, empty.getBottom(), 0);
+		assertEquals(0, empty.getLeft(), 0);
+		
+		assertEquals(0, empty.getArea(), 0);
+	}
+
+	@Test public void testRowColCounts() {
+		Table table = Table.empty();
+
+		assertEquals(0, table.getRowCount());
+		assertEquals(0, table.getColCount());
+
+		table.add(TextChunk.EMPTY, 0, 0);
+
+		assertEquals(1, table.getRowCount());
+		assertEquals(1, table.getColCount());
+
+		table.add(TextChunk.EMPTY, 9, 9);
+
+		assertEquals(10, table.getRowCount());
+		assertEquals(10, table.getColCount());
+	}
+
+}
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index e3fa6470..a6803cdf 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -18,150 +18,117 @@
 
 public class TestBasicExtractor {
 
-    private static final String[][] EXPECTED_CORRECT_COLUMNS = {
-            {"", "", "Involvement of pupils in", ""},
-            {"", "Preperation and", "Production of", "Presentation an"},
-            {"", "planing", "materials", "evaluation"},
-            {"Knowledge and awareness of different cultures", "0,2885",
-                    "0,3974", "0,3904"},
-            {"Foreign language competence", "0,3057", "0,4184", "0,3899"},
-            {"Social skills and abilities", "0,3416", "0,3369", "0,4303"},
-            {"Acquaintance of special knowledge", "0,2569", "0,2909",
-                    "0,3557"},
-            {"Self competence", "0,3791", "0,3320", "0,4617"}};
-
-    private static final String[][] EXPECTED_COLUMN_RECOGNITION = {
-            {"ABDALA de MATARAZZO, Norma Amanda",
-                    "Frente Cívico por Santiago", "Santiago del Estero",
-                    "AFIRMATIVO"},
-            {"ALBRIEU, Oscar Edmundo Nicolas",
-                    "Frente para la Victoria - PJ", "Rio Negro", "AFIRMATIVO"},
-            {"ALONSO, María Luz", "Frente para la Victoria - PJ",
-                    "La Pampa", "AFIRMATIVO"},
-            {"ARENA, Celia Isabel", "Frente para la Victoria - PJ",
-                    "Santa Fe", "AFIRMATIVO"},
-            {"ARREGUI, Andrés Roberto", "Frente para la Victoria - PJ",
-                    "Buenos Aires", "AFIRMATIVO"},
-            {"AVOSCAN, Herman Horacio", "Frente para la Victoria - PJ",
-                    "Rio Negro", "AFIRMATIVO"},
-            {"BALCEDO, María Ester", "Frente para la Victoria - PJ",
-                    "Buenos Aires", "AFIRMATIVO"},
-            {"BARRANDEGUY, Raúl Enrique", "Frente para la Victoria - PJ",
-                    "Entre Ríos", "AFIRMATIVO"},
-            {"BASTERRA, Luis Eugenio", "Frente para la Victoria - PJ",
-                    "Formosa", "AFIRMATIVO"},
-            {"BEDANO, Nora Esther", "Frente para la Victoria - PJ",
-                    "Córdoba", "AFIRMATIVO"},
-            {"BERNAL, María Eugenia", "Frente para la Victoria - PJ",
-                    "Jujuy", "AFIRMATIVO"},
-            {"BERTONE, Rosana Andrea", "Frente para la Victoria - PJ",
-                    "Tierra del Fuego", "AFIRMATIVO"},
-            {"BIANCHI, María del Carmen", "Frente para la Victoria - PJ",
-                    "Cdad. Aut. Bs. As.", "AFIRMATIVO"},
-            {"BIDEGAIN, Gloria Mercedes", "Frente para la Victoria - PJ",
-                    "Buenos Aires", "AFIRMATIVO"},
-            {"BRAWER, Mara", "Frente para la Victoria - PJ",
-                    "Cdad. Aut. Bs. As.", "AFIRMATIVO"},
-            {"BRILLO, José Ricardo", "Movimiento Popular Neuquino",
-                    "Neuquén", "AFIRMATIVO"},
-            {"BROMBERG, Isaac Benjamín", "Frente para la Victoria - PJ",
-                    "Tucumán", "AFIRMATIVO"},
-            {"BRUE, Daniel Agustín", "Frente Cívico por Santiago",
-                    "Santiago del Estero", "AFIRMATIVO"},
-            {"CALCAGNO, Eric", "Frente para la Victoria - PJ",
-                    "Buenos Aires", "AFIRMATIVO"},
-            {"CARLOTTO, Remo Gerardo", "Frente para la Victoria - PJ",
-                    "Buenos Aires", "AFIRMATIVO"},
-            {"CARMONA, Guillermo Ramón", "Frente para la Victoria - PJ",
-                    "Mendoza", "AFIRMATIVO"},
-            {"CATALAN MAGNI, Julio César", "Frente para la Victoria - PJ",
-                    "Tierra del Fuego", "AFIRMATIVO"},
-            {"CEJAS, Jorge Alberto", "Frente para la Victoria - PJ",
-                    "Rio Negro", "AFIRMATIVO"},
-            {"CHIENO, María Elena", "Frente para la Victoria - PJ",
-                    "Corrientes", "AFIRMATIVO"},
-            {"CIAMPINI, José Alberto", "Frente para la Victoria - PJ",
-                    "Neuquén", "AFIRMATIVO"},
-            {"CIGOGNA, Luis Francisco Jorge",
-                    "Frente para la Victoria - PJ", "Buenos Aires",
-                    "AFIRMATIVO"},
-            {"CLERI, Marcos", "Frente para la Victoria - PJ", "Santa Fe",
-                    "AFIRMATIVO"},
-            {"COMELLI, Alicia Marcela", "Movimiento Popular Neuquino",
-                    "Neuquén", "AFIRMATIVO"},
-            {"CONTI, Diana Beatriz", "Frente para la Victoria - PJ",
-                    "Buenos Aires", "AFIRMATIVO"},
-            {"CORDOBA, Stella Maris", "Frente para la Victoria - PJ",
-                    "Tucumán", "AFIRMATIVO"},
-            {"CURRILEN, Oscar Rubén", "Frente para la Victoria - PJ",
-                    "Chubut", "AFIRMATIVO"}};
-
-    private static final String[][] EXPECTED_COLUMN_EXTRACTION2 = {
-            {"", "Austria", "77", "1", "78"},
-            {"", "Belgium", "159", "2", "161"},
-            {"", "Bulgaria", "52", "0", "52"},
-            {"", "Croatia", "144", "0", "144"},
-            {"", "Cyprus", "43", "2", "45"},
-            {"", "Czech Republic", "78", "0", "78"},
-            {"", "Denmark", "151", "2", "153"},
-            {"", "Estonia", "46", "0", "46"},
-            {"", "Finland", "201", "1", "202"},
-            {"", "France", "428", "7", "435"},
-            {"", "Germany", "646", "21", "667"},
-            {"", "Greece", "113", "2", "115"},
-            {"", "Hungary", "187", "0", "187"},
-            {"", "Iceland", "18", "0", "18"},
-            {"", "Ireland", "213", "4", "217"},
-            {"", "Israel", "25", "0", "25"},
-            {"", "Italy", "627", "12", "639"},
-            {"", "Latvia", "7", "0", "7"},
-            {"", "Lithuania", "94", "1", "95"},
-            {"", "Luxembourg", "22", "0", "22"},
-            {"", "Malta", "18", "0", "18"},
-            {"", "Netherlands", "104", "1", "105"},
-            {"", "Norway", "195", "0", "195"},
-            {"", "Poland", "120", "1", "121"},
-            {"", "Portugal", "532", "3", "535"},
-            {"", "Romania", "110", "0", "110"},
-            {"", "Slovakia", "176", "0", "176"},
-            {"", "Slovenia", "56", "0", "56"},
-            {"", "Spain", "614", "3", "617"},
-            {"", "Sweden", "122", "3", "125"},
-            {"", "Switzerland", "64", "0", "64"},
-            {"", "Turkey", "96", "0", "96"},
-            {"", "United Kingdom", "572", "14", "586"}
-    };
-
-    private static final String[][] EXPECTED_TABLE_EXTRACTION = {
-            {"AANONSEN, DEBORAH, A", "", "STATEN ISLAND, NY", "MEALS", "$85.00"},
-            {"TOTAL", "", "", "", "$85.00"},
-            {"AARON, CAREN, T", "", "RICHMOND, VA", "EDUCATIONAL ITEMS", "$78.80"},
-            {"AARON, CAREN, T", "", "RICHMOND, VA", "MEALS", "$392.45"},
-            {"TOTAL", "", "", "", "$471.25"},
-            {"AARON, JOHN", "", "CLARKSVILLE, TN", "MEALS", "$20.39"},
-            {"TOTAL", "", "", "", "$20.39"},
-            {"AARON, JOSHUA, N", "", "WEST GROVE, PA", "MEALS", "$310.33"},
-            {"", "REGIONAL PULMONARY & SLEEP", "", "", ""},
-            {"AARON, JOSHUA, N", "", "WEST GROVE, PA", "SPEAKING FEES", "$4,700.00"},
-            {"", "MEDICINE", "", "", ""},
-            {"TOTAL", "", "", "", "$5,010.33"},
-            {"AARON, MAUREEN, M", "", "MARTINSVILLE, VA", "MEALS", "$193.67"},
-            {"TOTAL", "", "", "", "$193.67"},
-            {"AARON, MICHAEL, L", "", "WEST ISLIP, NY", "MEALS", "$19.50"},
-            {"TOTAL", "", "", "", "$19.50"},
-            {"AARON, MICHAEL, R", "", "BROOKLYN, NY", "MEALS", "$65.92"}
-    };
-
-    private static final String[][] EXPECTED_EMPTY_TABLE = {
-            {""}
-    };
+	private static final String EU_002_PDF = "src/test/resources/technology/tabula/eu-002.pdf";
+	private static final String[][] EU_002_EXPECTED = {
+		{"",                                              "",                "Involvement of pupils in", ""},
+		{"",                                              "Preperation and", "Production of",            "Presentation an"},
+		{"",                                              "planing",         "materials",                "evaluation"},
+		{"Knowledge and awareness of different cultures", "0,2885",          "0,3974",                   "0,3904"},
+		{"Foreign language competence",                   "0,3057",          "0,4184",                   "0,3899"},
+		{"Social skills and abilities",                   "0,3416",          "0,3369",                   "0,4303"},
+		{"Acquaintance of special knowledge",             "0,2569",          "0,2909",                   "0,3557"},
+		{"Self competence",                               "0,3791",          "0,3320",                   "0,4617"}
+	};
+
+	private static final String ARGENTINA_DIPUTADOS_VOTING_RECORD_PDF = "src/test/resources/technology/tabula/argentina_diputados_voting_record.pdf";
+	private static final String[][] ARGENTINA_DIPUTADOS_VOTING_RECORD_EXPECTED = {
+		{"ABDALA de MATARAZZO, Norma Amanda",                 "Frente Cívico por Santiago",   "Santiago del Estero", "AFIRMATIVO"},
+		{"ALBRIEU, Oscar Edmundo Nicolas",                    "Frente para la Victoria - PJ", "Rio Negro",           "AFIRMATIVO"},
+		{"ALONSO, María Luz",                                 "Frente para la Victoria - PJ", "La Pampa",            "AFIRMATIVO"},
+		{"ARENA, Celia Isabel",                               "Frente para la Victoria - PJ", "Santa Fe",            "AFIRMATIVO"},
+		{"ARREGUI, Andrés Roberto",                           "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"AVOSCAN, Herman Horacio",                           "Frente para la Victoria - PJ", "Rio Negro",           "AFIRMATIVO"},
+		{"BALCEDO, María Ester",                              "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"BARRANDEGUY, Raúl Enrique",                         "Frente para la Victoria - PJ", "Entre Ríos",          "AFIRMATIVO"},
+		{"BASTERRA, Luis Eugenio",                            "Frente para la Victoria - PJ", "Formosa",             "AFIRMATIVO"},
+		{"BEDANO, Nora Esther",                               "Frente para la Victoria - PJ", "Córdoba",             "AFIRMATIVO"},
+		{"BERNAL, María Eugenia",                             "Frente para la Victoria - PJ", "Jujuy",               "AFIRMATIVO"},
+		{"BERTONE, Rosana Andrea",                            "Frente para la Victoria - PJ", "Tierra del Fuego",    "AFIRMATIVO"},
+		{"BIANCHI, María del Carmen",                         "Frente para la Victoria - PJ", "Cdad. Aut. Bs. As.",  "AFIRMATIVO"},
+		{"BIDEGAIN, Gloria Mercedes",                         "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"BRAWER, Mara",                                      "Frente para la Victoria - PJ", "Cdad. Aut. Bs. As.",  "AFIRMATIVO"},
+		{"BRILLO, José Ricardo",                              "Movimiento Popular Neuquino",  "Neuquén",             "AFIRMATIVO"},
+		{"BROMBERG, Isaac Benjamín",                          "Frente para la Victoria - PJ", "Tucumán",             "AFIRMATIVO"},
+		{"BRUE, Daniel Agustín",                              "Frente Cívico por Santiago",   "Santiago del Estero", "AFIRMATIVO"},
+		{"CALCAGNO, Eric",                                    "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"CARLOTTO, Remo Gerardo",                            "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"CARMONA, Guillermo Ramón",                          "Frente para la Victoria - PJ", "Mendoza",             "AFIRMATIVO"},
+		{"CATALAN MAGNI, Julio César",                        "Frente para la Victoria - PJ", "Tierra del Fuego",    "AFIRMATIVO"},
+		{"CEJAS, Jorge Alberto",                              "Frente para la Victoria - PJ", "Rio Negro",           "AFIRMATIVO"},
+		{"CHIENO, María Elena",                               "Frente para la Victoria - PJ", "Corrientes",          "AFIRMATIVO"},
+		{"CIAMPINI, José Alberto",                            "Frente para la Victoria - PJ", "Neuquén",             "AFIRMATIVO"},
+		{"CIGOGNA, Luis Francisco Jorge",                     "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"CLERI, Marcos",                                     "Frente para la Victoria - PJ", "Santa Fe",            "AFIRMATIVO"},
+		{"COMELLI, Alicia Marcela",                           "Movimiento Popular Neuquino",  "Neuquén",             "AFIRMATIVO"},
+		{"CONTI, Diana Beatriz",                              "Frente para la Victoria - PJ", "Buenos Aires",        "AFIRMATIVO"},
+		{"CORDOBA, Stella Maris",                             "Frente para la Victoria - PJ", "Tucumán",             "AFIRMATIVO"},
+		{"CURRILEN, Oscar Rubén",                             "Frente para la Victoria - PJ", "Chubut",              "AFIRMATIVO"}
+	};
+
+	private static final String EU_017_PDF = "src/test/resources/technology/tabula/eu-017.pdf";
+	private static final String[][] EU_017_EXPECTED = {
+		{"", "Austria",         "77",  "1",  "78"},
+		{"", "Belgium",        "159",  "2", "161"},
+		{"", "Bulgaria",        "52",  "0",  "52"},
+		{"", "Croatia",        "144",  "0", "144"},
+		{"", "Cyprus",          "43",  "2",  "45"},
+		{"", "Czech Republic",  "78",  "0",  "78"},
+		{"", "Denmark",        "151",  "2", "153"},
+		{"", "Estonia",         "46",  "0",  "46"},
+		{"", "Finland",        "201",  "1", "202"},
+		{"", "France",         "428",  "7", "435"},
+		{"", "Germany",        "646", "21", "667"},
+		{"", "Greece",         "113",  "2", "115"},
+		{"", "Hungary",        "187",  "0", "187"},
+		{"", "Iceland",         "18",  "0",  "18"},
+		{"", "Ireland",        "213",  "4", "217"},
+		{"", "Israel",          "25",  "0",  "25"},
+		{"", "Italy",          "627", "12", "639"},
+		{"", "Latvia",           "7",  "0",   "7"},
+		{"", "Lithuania",       "94",  "1",  "95"},
+		{"", "Luxembourg",      "22",  "0",  "22"},
+		{"", "Malta",           "18",  "0",  "18"},
+		{"", "Netherlands",    "104",  "1", "105"},
+		{"", "Norway",         "195",  "0", "195"},
+		{"", "Poland",         "120",  "1", "121"},
+		{"", "Portugal",       "532",  "3", "535"},
+		{"", "Romania",        "110",  "0", "110"},
+		{"", "Slovakia",       "176",  "0", "176"},
+		{"", "Slovenia",        "56",  "0",  "56"},
+		{"", "Spain",          "614",  "3", "617"},
+		{"", "Sweden",         "122",  "3", "125"},
+		{"", "Switzerland",     "64",  "0",  "64"},
+		{"", "Turkey",          "96",  "0",  "96"},
+		{"", "United Kingdom", "572", "14", "586"}
+	};
+
+	private static final String FRX_2012_DISCLOSURE_PDF = "src/test/resources/technology/tabula/frx_2012_disclosure.pdf";
+	private static final String[][] FRX_2012_DISCLOSURE_EXPECTED = {
+		{"AANONSEN, DEBORAH, A", "",                           "STATEN ISLAND, NY", "MEALS",                "$85.00"},
+		{"TOTAL",                "",                           "",                  "",                     "$85.00"},
+		{"AARON, CAREN, T",      "",                           "RICHMOND, VA",      "EDUCATIONAL ITEMS",    "$78.80"},
+		{"AARON, CAREN, T",      "",                           "RICHMOND, VA",      "MEALS",               "$392.45"},
+		{"TOTAL",                "",                           "",                  "",                    "$471.25"},
+		{"AARON, JOHN",          "",                           "CLARKSVILLE, TN",   "MEALS",                "$20.39"},
+		{"TOTAL",                "",                           "",                  "",                     "$20.39"},
+		{"AARON, JOSHUA, N",     "",                           "WEST GROVE, PA",    "MEALS",               "$310.33"},
+		{"",                     "REGIONAL PULMONARY & SLEEP", "",                  "",                           ""},
+		{"AARON, JOSHUA, N",     "",                           "WEST GROVE, PA",    "SPEAKING FEES",     "$4,700.00"},
+		{"",                     "MEDICINE",                   "",                  "",                           ""},
+		{"TOTAL",                "",                           "",                  "",                  "$5,010.33"},
+		{"AARON, MAUREEN, M",    "",                           "MARTINSVILLE, VA",  "MEALS",               "$193.67"},
+		{"TOTAL",                "",                           "",                  "",                    "$193.67"},
+		{"AARON, MICHAEL, L",    "",                           "WEST ISLIP, NY",    "MEALS",                "$19.50"},
+		{"TOTAL",                "",                           "",                  "",                     "$19.50"},
+		{"AARON, MICHAEL, R",    "",                           "BROOKLYN, NY",      "MEALS",                "$65.92"}
+	};
+
+    private static final String[][] EXPECTED_EMPTY_TABLE = { /* actually empty! */ };
 
 
     @Test
     public void testRemoveSequentialSpaces() throws IOException {
-        Page page = UtilsForTesting.getAreaFromFirstPage(
-                "src/test/resources/technology/tabula/m27.pdf", 79.2f,
-                28.28f, 103.04f, 732.6f);
+        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/m27.pdf", 79.2f, 28.28f, 103.04f, 732.6f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         List<RectangularTextContainer> firstRow = table.getRows().get(0);
@@ -172,13 +139,10 @@ public void testRemoveSequentialSpaces() throws IOException {
 
     @Test
     public void testColumnRecognition() throws IOException {
-        Page page = UtilsForTesting
-                .getAreaFromFirstPage(
-                        "src/test/resources/technology/tabula/argentina_diputados_voting_record.pdf",
-                        269.875f, 12.75f, 790.5f, 561f);
+        Page page = UtilsForTesting.getAreaFromFirstPage(ARGENTINA_DIPUTADOS_VOTING_RECORD_PDF, 269.875f, 12.75f, 790.5f, 561f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
-        assertArrayEquals(EXPECTED_COLUMN_RECOGNITION, UtilsForTesting.tableToArrayOfRows(table));
+        assertArrayEquals(ARGENTINA_DIPUTADOS_VOTING_RECORD_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
     }
 
     @Test
@@ -202,30 +166,26 @@ public void testVerticalRulingsPreventMergingOfColumns() throws IOException {
 
     @Test
     public void testExtractColumnsCorrectly() throws IOException {
-        Page page = UtilsForTesting.getAreaFromPage(
-                "src/test/resources/technology/tabula/eu-002.pdf", 1,
-                115.0f, 70.0f, 233.0f, 510.0f);
+        Page page = UtilsForTesting.getAreaFromPage(EU_002_PDF, 1, 115.0f, 70.0f, 233.0f, 510.0f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
-        assertArrayEquals(EXPECTED_CORRECT_COLUMNS, UtilsForTesting.tableToArrayOfRows(table));
+        assertArrayEquals(EU_002_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
     }
 
     @Test
     public void testExtractColumnsCorrectly2() throws IOException {
-        Page page = UtilsForTesting.getPage("src/test/resources/technology/tabula/eu-017.pdf", 3);
+        Page page = UtilsForTesting.getPage(EU_017_PDF, 3);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm(page.getVerticalRulings());
         Table table = bea.extract(page.getArea(299.625f, 148.44f, 711.875f, 452.32f)).get(0);
-        assertArrayEquals(EXPECTED_COLUMN_EXTRACTION2, UtilsForTesting.tableToArrayOfRows(table));
+        assertArrayEquals(EU_017_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
     }
 
     @Test
     public void testExtractColumnsCorrectly3() throws IOException {
-        Page page = UtilsForTesting.getAreaFromFirstPage("src/test/resources/technology/tabula/frx_2012_disclosure.pdf",
-                106.01f, 48.09f, 227.31f, 551.89f);
+        Page page = UtilsForTesting.getAreaFromFirstPage(FRX_2012_DISCLOSURE_PDF, 106.01f, 48.09f, 227.31f, 551.89f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
-
-        assertArrayEquals(EXPECTED_TABLE_EXTRACTION, UtilsForTesting.tableToArrayOfRows(table));
+        assertArrayEquals(FRX_2012_DISCLOSURE_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
     }
 
     @Test
@@ -359,8 +319,7 @@ public void testRealLifeRTL2() throws IOException {
 
     @Test
     public void testEmptyRegion() throws IOException {
-        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/indictb1h_14.pdf", 1,
-                0.0f, 0.0f, 80.82f, 100.9f); // an empty area
+        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/indictb1h_14.pdf", 1, 0, 0, 80.82f, 100.9f); // an empty area
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         assertArrayEquals(EXPECTED_EMPTY_TABLE, UtilsForTesting.tableToArrayOfRows(table));
@@ -370,8 +329,7 @@ public void testEmptyRegion() throws IOException {
     @Test
     public void testTableWithMultilineHeader() throws IOException {
         String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/us-020.csv");
-        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/us-020.pdf", 2,
-                103.0f, 35.0f, 641.0f, 560.0f);
+        Page page = UtilsForTesting.getAreaFromPage("src/test/resources/technology/tabula/us-020.pdf", 2, 103.0f, 35.0f, 641.0f, 560.0f);
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
 
diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index 524b497e..3ee8efde 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -8,6 +8,7 @@
 import org.apache.commons.csv.CSVParser;
 import org.apache.commons.csv.CSVPrinter;
 import org.apache.pdfbox.pdmodel.PDDocument;
+import org.junit.Assert;
 
 public class UtilsForTesting {
 
@@ -36,7 +37,7 @@ public static Page getPage(String path, int pageNumber) throws IOException {
     public static String[][] tableToArrayOfRows(Table table) {
         List<List<RectangularTextContainer>> tableRows = table.getRows();
 
-        int maxColCount = -Integer.MAX_VALUE;
+        int maxColCount = 0;
 
         for (int i = 0; i < tableRows.size(); i++) {
             List<RectangularTextContainer> row = tableRows.get(i);
@@ -44,6 +45,9 @@ public static String[][] tableToArrayOfRows(Table table) {
                 maxColCount = row.size();
             }
         }
+        
+        Assert.assertEquals(maxColCount, table.getColCount());
+        
         String[][] rv = new String[tableRows.size()][maxColCount];
 
         for (int i = 0; i < tableRows.size(); i++) {
@@ -57,14 +61,14 @@ public static String[][] tableToArrayOfRows(Table table) {
     }
 
     public static String loadJson(String path) throws IOException {
-
-        BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path), "UTF-8"));
-        StringBuilder stringBuilder = new StringBuilder();
-        String line = null;
-
-        while ((line = reader.readLine()) != null) {
-            stringBuilder.append(line);
-        }
+ 
+	    	StringBuilder stringBuilder = new StringBuilder();
+	    try (BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(path), "UTF-8"))) {
+	        String line = null;
+	        while ((line = reader.readLine()) != null) {
+	            stringBuilder.append(line);
+	        }
+	    }
 
         return stringBuilder.toString();
 

From 6e5f5c2262dc663d9121aa3d08bfe81b4fd6bafd Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Mon, 4 Sep 2017 00:08:24 +0200
Subject: [PATCH 184/364] fixed for jdk 7

---
 src/main/java/technology/tabula/Table.java              | 2 +-
 src/test/java/technology/tabula/TestBasicExtractor.java | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/Table.java b/src/main/java/technology/tabula/Table.java
index 8ffca145..c031c9ed 100644
--- a/src/main/java/technology/tabula/Table.java
+++ b/src/main/java/technology/tabula/Table.java
@@ -83,7 +83,7 @@ class CellPosition implements Comparable<CellPosition> {
 	final int row, col;
 
 	@Override public int hashCode() {
-		return Integer.hashCode(row) + 101 * Integer.hashCode(col);
+		return row + 101 * col;
 	}
 
 	@Override public boolean equals(Object obj) {
diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index a6803cdf..5d5d985c 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -123,7 +123,7 @@ public class TestBasicExtractor {
 		{"AARON, MICHAEL, R",    "",                           "BROOKLYN, NY",      "MEALS",                "$65.92"}
 	};
 
-    private static final String[][] EXPECTED_EMPTY_TABLE = { /* actually empty! */ };
+	private static final String[][] EXPECTED_EMPTY_TABLE = { /* actually empty! */ };
 
 
     @Test

From 1d0d79773773a00bee1bf7cb81c6d7d5a9776a9f Mon Sep 17 00:00:00 2001
From: Giorgio Gallo <giorgio.gallo@bitnic.it>
Date: Thu, 14 Sep 2017 18:47:02 +0200
Subject: [PATCH 185/364] removed deprecation from Page.getRotation() as it is
 used in the ruby webapp

---
 src/main/java/technology/tabula/Page.java | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 491eaf7b..25f1baef 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -121,8 +121,7 @@ public List<TextElement> getText(Rectangle area) {
         return this.getText(new Rectangle(top, left, right - left, bottom - top));
     }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public Integer getRotation() {
+    public Integer getRotation() {
         return rotation;
     }
 

From 8dcd636b5399c54a69821b0460a17b4e3f03e907 Mon Sep 17 00:00:00 2001
From: Sylwester Lachiewicz <slachiewicz@gmail.com>
Date: Thu, 2 Nov 2017 08:59:11 +0100
Subject: [PATCH 186/364] Fix AppVeyor winows build  - maven 3.5.2

---
 appveyor.yml | 18 ++++++++++--------
 pom.xml      | 10 ++++++----
 2 files changed, 16 insertions(+), 12 deletions(-)

diff --git a/appveyor.yml b/appveyor.yml
index f60e8fd5..d16a36ce 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -2,18 +2,20 @@ version: '{build}'
 install:
   - ps: |
       Add-Type -AssemblyName System.IO.Compression.FileSystem
-      if (!(Test-Path -Path "C:\maven" )) {
+      if (!(Test-Path -Path "C:\maven\apache-maven-3.5.2" )) {
         (new-object System.Net.WebClient).DownloadFile(
-          'http://www.us.apache.org/dist/maven/maven-3/3.5.0/binaries/apache-maven-3.5.0-bin.zip',
+          'http://www-us.apache.org/dist/maven/maven-3/3.5.2/binaries/apache-maven-3.5.2-bin.zip',
           'C:\maven-bin.zip'
         )
         [System.IO.Compression.ZipFile]::ExtractToDirectory("C:\maven-bin.zip", "C:\maven")
       }
-  - cmd: SET PATH=C:\maven\apache-maven-3.2.5\bin;%JAVA_HOME%\bin;%PATH%
-  - cmd: SET MAVEN_OPTS=-XX:MaxPermSize=2g -Xmx4g
-  - cmd: SET JAVA_OPTS=-XX:MaxPermSize=2g -Xmx4g
+  - cmd: SET PATH=C:\maven\apache-maven-3.5.2\bin;%JAVA_HOME%\bin;%PATH%
+  - cmd: SET MAVEN_OPTS=-Xmx2g
+  - cmd: SET JAVA_OPTS=-Xmx2g
+build_script:
+  - mvn clean package -B -DskipTests -Dmaven.javadoc.skip=true
 test_script:
-  - mvn clean install --batch-mode
+  - mvn install -B -Dmaven.javadoc.skip=true -Dgpg.skip
 cache:
-  - C:\maven\
-  - C:\Users\appveyor\.m2
+  - C:\maven -> appveyor.yml
+  - C:\Users\appveyor\.m2 -> appveyor.yml
diff --git a/pom.xml b/pom.xml
index 63608059..a71f567c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -154,15 +154,17 @@
         <plugin>
             <groupId>org.apache.maven.plugins</groupId>
             <artifactId>maven-surefire-plugin</artifactId>
-                <configuration>
-                    <!-- Travis build workaround -->
-                    <argLine>-Xms1024m -Xmx2048m</argLine>
-                </configuration>
+            <version>2.20.1</version>
+            <configuration>
+                <!-- Travis build workaround -->
+                <argLine>-Xms1024m -Xmx2048m</argLine>
+            </configuration>
         </plugin>
         <!-- download source jars and link them when running eclipse:eclipse -->
         <plugin>
             <groupId>org.apache.maven.plugins</groupId>
             <artifactId>maven-eclipse-plugin</artifactId>
+            <version>2.10</version>
             <configuration>
                 <downloadSources>true</downloadSources>
                 <downloadJavadocs>true</downloadJavadocs>

From 4e15a5034e27099d20b2d509d0e5b5a1cda2e557 Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Fri, 3 Nov 2017 12:12:45 -0300
Subject: [PATCH 187/364] PDFBox 2.0.8

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index a71f567c..bb876ccb 100644
--- a/pom.xml
+++ b/pom.xml
@@ -245,7 +245,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.7</version>
+        <version>2.0.8</version>
     </dependency>
 
     <dependency>

From ec405abb882c55196ff3f59409c4f06986e375b5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 17 Jan 2018 10:57:23 -0300
Subject: [PATCH 188/364] Include JDK9 in Travis

---
 .travis.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.travis.yml b/.travis.yml
index 46e41e94..cb01b361 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,6 +4,7 @@ script: mvn test -Dgpg.skip=true
 jdk:
   - openjdk7
   - oraclejdk8
+  - oraclejdk9
 sudo: false
 
 

From 3d98ddf19316ad418fc62df41d9f0406dc8bf120 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 27 Feb 2018 11:55:51 -0300
Subject: [PATCH 189/364] Update copyright notice

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index cd9717c6..81392fca 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?bra
 
 (This is the new version of the extraction engine; the previous code can be found at [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor).)
 
-© 2014-2016 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
+© 2014-2018 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
 
 ## Download
 

From 1c121b662b6bd3d65eaf5414d144d09837163da5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 1 Mar 2018 15:32:32 -0300
Subject: [PATCH 190/364] fixes #206

---
 .../tabula/ObjectExtractorStreamEngine.java     |   7 +++++++
 .../technology/tabula/TestObjectExtractor.java  |  12 ++++++++++++
 .../technology/tabula/npe_issue_206.pdf         | Bin 0 -> 12736 bytes
 3 files changed, 19 insertions(+)
 create mode 100644 src/test/resources/technology/tabula/npe_issue_206.pdf

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index 70181454..700d1fe7 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -195,6 +195,10 @@ private void strokeOrFillPath(boolean isFill) {
                 case PathIterator.SEG_LINETO:
                     end_pos = new Point2D.Float(c[0], c[1]);
 
+                    if (start_pos == null || end_pos == null) {
+                        break;
+                    }
+
                     line = pc.compare(start_pos, end_pos) == -1 ? new Line2D.Float(start_pos, end_pos)
                             : new Line2D.Float(end_pos, start_pos);
 
@@ -216,6 +220,9 @@ private void strokeOrFillPath(boolean isFill) {
                     // segment
                     // back to the point corresponding to the most recent
                     // SEG_MOVETO."
+                    if (start_pos == null || end_pos == null) {
+                        break;
+                    }
                     line = pc.compare(end_pos, last_move) == -1 ? new Line2D.Float(end_pos, last_move)
                             : new Line2D.Float(last_move, end_pos);
 
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index d7ac5a69..fe458b87 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -126,6 +126,18 @@ public void testTextElementsContainedInPage() throws IOException {
             assertTrue(page.contains(te));
         }
     }
+
+    @Test public void testDoNotNPEInPointComparator() throws IOException {
+        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/npe_issue_206.pdf"));
+        ObjectExtractor oe = new ObjectExtractor(pdf_document);
+
+        try {
+            Page p = oe.extractPage(1);
+            assertNotNull(p);
+        } catch (NullPointerException e) {
+            fail("NPE in ObjectExtractor " + e.toString());
+        }
+    }
     
     /*
     @Test
diff --git a/src/test/resources/technology/tabula/npe_issue_206.pdf b/src/test/resources/technology/tabula/npe_issue_206.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..352e77ba72bd14925cdbb9aa2b06b09e4dc9f3cc
GIT binary patch
literal 12736
zcmb_j2|SeD_ea?#L{UhZY*8`$W-0s5*oBJ0U>Jj$u|_FbD-|hAiy}*eY$2qmC`pp-
zEg~r?OZKS#&ok&%@B99?&z~O8^W1yxx%Zy)z2`aS+?%YKwyq*V2@8>(8C>jxAfRxl
zkFzI4RTToW3ic&KVOk_6iR$AHf!UDh42lm83PUKNAuuzNJDCAR0^}BuJ$oQznk(20
zwW_%molIi-(4q3WbdopOgyco0LlFoixB}3a?&Iq30=&y>xX^u^Nld6Vg~6mysmmnL
z{qnXHfMXzIzk&+X+sBpSMj^XG{TURRJCtHY4q`%)N(dz!)HxW6utM##0(e?cm{c-U
zUY{I9atB6fgGEAtZrp*sy~*?)45$U!jZ7!gT*y!p63w4P1)3O<g9Cl&t_-NWHra*j
z?F{segd?y(jitY{C)tGwmB+&sO_6XkToHwJ)O1{C?g%h<1erSmOdXflDfzm(0S!%j
zT(wC|U>w@YAS(nCK|r7pcqCF0j^6=??*K?N{Fxr0Sj>SzxcGQ`L#@az9yA|7#uPGR
zH`IXUq6AQ}qz8!mcW!V33W31bE36VasDxj2#!?P2KMF862Q;Xo0{}-Ke;N~tSk(}$
zS!t+6_wm*A34%JnmEchD0>%#f#SwtNKw~o!AUi<nAg>i<fW3fhX-uGs0mUrUS&$h%
z{&W`r9N47-6S6CX^e<Rz&}cqDa|awq4s>PV!vrM=Uo}vW^~ykv$uxJS2NZ>e11Qv`
zP?><%V7gSG37|wDS2Ea)!3419%?}B>_|)Ex@rUk)f*!r^alvaXIC&UOT;pld+sq#q
zi<q}4Ck-CGDxYE(YaDbg@$Rj=L3c+lv$Mx34^Xd5WNSCSe(`OZSE5GJ%fCi4EDWJs
zRRK55JCSED?~t)`@ojYalXCB}Vw2&m4}J9X9(fgJd0n>1on|6-<~<hkM{E@d^1N9!
zhyIH2x-oDwcfa*uWXJWV`L>Sl_d13e?H~}EF5G-?GN-XnURw3}((%`&rVI9p3zvs#
z^Gn`$l_~hoXcd@ryFs3YYsL4~)HI&R;_IGFy!|nZpk$poKNG2J5CJ2<3>FVLd=}R=
zHMmuIKc#gdN~Nvb?|XDf;CnxA|5s0w%HHQH?&@nTl{;h*U7H{~Mn6%~LPQiwam+q5
zZYIb_^?bA#Lp^%ga4~K!VHkUNF6lh3xcXh0_l~=7dWx~uTQ2l8+L#=ZE<c>u33b-p
ze6wV)T<4df{W)Vb=I(j#rah$&+z##^=Pthgi6e0TH(Ydh8r9@g@pb8P?46ndx4gO1
zWM}I}H%hO953=866Oyb_*|g4*d!#im0p+qul~iK?_?!`qMlO7+I-`_)2nN%oJMQ0{
zJZVqp%V~=&_ip#ZRvFg&Tc^s!i`!c3>gueQQue>}MuAvWOm?!dNmnUOIAcJx<nlUR
ztHgh_x3oJ?qNsZ)5~il#Fv-;7PkegeL~PxFuJ>k!#uK+o@Hf)D)*MGwDeftueeKtM
zj&n$wc<$>oIAAPYTAjMaZO@(F0=lwu7W1sih6_U_0fwIpUx#m1f3dEoX-xQ8ld0!7
zKZAss?j2{+ZZcX2QDyV;mr(vH^CFsvZloR~Qtv`;-e=9IY{9f=SXK5;S;%=m4|;|N
z3=TP&KJipJV0YoU{5gGxmYj`;4x?N`+bs6%q-p7&BHq0zb^V2%45Q}cT9d)RuLw!m
z%!Zo_+O+vies5BEhLY5%6(5V`a)a0!WOA9Q^MyIdvrXvIYgfO$lQHazEk1SLC*Y2Z
zLV5QU!tU7A@dy3^yyM3Pv3KO`qNz1!hafkO_fIE!1PVmGo1}~>?ig>s6wIr+z$@>p
z$n77r*8R5G{+#-Y4n?Su?y>fWQ7V_w(KX^&IM-~@V@_j7+3#ODL!QLWdq;ow*yi~C
zo*De4P}jCsQfa8i`^%j~XuNphV8FW{n=C?}q&!p>hi;3N9b5BSzK2RTIC8pUZk;x@
z!smfx3LjeOT6ud}`d%}m{ciOcN)BU$5$x;Z+Y)5kdXuc*pSf|SE9(GqZ;`5C2CsmP
z{YEjRU0+i9uE`NU)XnmVD@rH6I&(|vc4BAB1yilBs!8v=Q_+<?gU5DEuvb;5nBbVE
zOpd#!OH=dArHX0kXt)O!?F+f#n{@Q$j>I2hh3y>8>u)OTDy+uds6(B0Qs1@JB#$d4
zwcrnq^CF+MJ8jCR$!{A1LvO2C4|SM0Ic|Nw=}uGV$39t_U`ZK|0F^oa#p6w>r^)4l
z(Tmn%^$H1A%=H4uy5R0@1a4XN1=u8iiI99}@6Kes*I3=^V;y&5BADVvcDdVorrna>
z>Kj2$X31l_=lpjFpV`@B_*OTQt6<`K#FopwU+O+L3TEuI9*2dN&M+Os7I@Z^g-K%p
znMSRSb%W@SZZaj5H(6<PRMl6=hJLf@APKFP6B7>l9~=b7^X|9VgdKCvwVZzYOtgA2
z^y|adnqU7g`QEifpXndL>8#PX@l7C;lPFa<ZZ*+|@z^{+V|+C5l44y3!*}H9;5w|8
z0sDguuDxev*^~UoD{kbiX@Ui4312^&b=V?9oc(;sagF`LW{UYfqIvOB619H_y36=N
z#8S@8QAwxlMVoup8+*JER2V3eAG%efA|SYsSnnh&swKKl+D+&T;w)95<VrCK?O@M+
zCBZqdM_V{r)Yp5nbKj8dWcT&d{Ra&hoL*Nu?wVwk)O3kA@_C>67BVxNtvaFCiU`*>
zx_9LUhE&MSi#*?eKs?7eb!A+8;e<pqmw7v4E^UmWNZ%teZ2cq#H^jVbG#oW!hmYoT
zDY8Fi8(6b;^0eUoauJTf;<CBZzCG#_4?bzoGI^4ci_ag0&73@SkfTj{<E%L|To%5y
zAwfLm182Fy-S!R$<DraQi=uq?V%U~#n_kQn85-}}vT;Vc>k`S(b~@Si#7CW`tx`%w
z3jP9DoyykHySmASLLQ^yPFr_B@vJaRQz|Hs3VJ5@;zu)<kge?n(G$9^RG7K-<=U`J
z;v6P@N9ur@QGCTg%Z|bJi<3KJ%WT>V%#)H`|G+iPHod-25f$Bx<i^O;c6Td`7gD0=
zM_dQy;957IUt<eNe#mSqsPg0xLsz}-QnlRXY%_jYT3Eoo@kev4HD+Mb6S0MwFSohU
z`ItAh*!v>})p(%q9t|dkPG;N`59kn>^$zeW@a9a~rX;@s(Y@Xsdg}2;*h^j&8>u#n
zuk0FiTnW$|13Tzx<mdC67{BWy$>(lqFt_)pyw&cYO2uq>*5~`Y?wE+MO?MaaqpQ%i
z&J8KFiedRduP&UWCL45j;N*w86NO#QJF@C2<A}aCMe%@%qmz(D-@z91PThxsYb{Zx
z!`_>#M3uF-A3kJi%yxqaPoW3&hTpzPc5ve_EAk2~es-B{-=p5v?K9WrKC##B!B4Q)
z6%U6W@cOpBE+Eik`rNHB-3dX}*WA;Gk0u+6ufK=7boBTX>WzWt2XV+QWrxHVO=p-k
zdv;W&z{QWLH|)(s)pZ#i`Z2ufCu#UFV$iL|AmfO`^(l9<7B6pRj)d@hJn0Y<+{e%@
z*U{YoeL8EgSo8`mL%PEIaILx!pGI9PkErI_2%=@%(XHy_%%lhWib^@9Q8GyVIHIL!
zws&f!wEdk1*)5gK&=%ucp@e6g?A|Vq4KG<TquL42*5nonMRmn*C$jB|OtFsEKv%2q
zbsUoG<?et;CLr1Rvf8QP)-Q%DPs_ga<II=38d9QN)fhV~RFKn8#Y_?>MF<;ryp^+?
z*D@QG56ACc|ConIa-yswM4-mxz@){k67M_f+V-W$7>``)Qe;RRVeare9zuMvH9|1!
zBge2@WvARH3(uH^NMZJ_W7F^_Jhf|j>bOpJPOGcL@AMNou;}hHO&k`3Z>(~*g5XRY
zA>WC8em94W?eWL`<Gn78yo#AQW6D9W;(bT|YL#4Zwvv(Csz|0jzrDjE>*4&KkTbUj
z%ZtY*j|ubJ#|0@AB}(rvs3;!wHPo?AWn1gQbL4$Pd@JXk;@i^;vX>EKFI@MY?7md5
zepz?6srS{Fn#Kbqxa`ljU&$PK{8sr;hzHre>5pq`H1$L9#mcH<>@TzHAl+?8>vmRV
zQ@-pQZo^!NSa<#*YFf9h<mA@GxkC!C^@{w3L$CX%p@|jGI_~YINgjV3A{ui~HF*fJ
zAXrhsQ4kP&{{^46y?e!%ADj8tJ~-Ubb@<ez0Jg8%$#=$#SN#**pz9h075Rqu7WdIy
z%Tn7%9;e@Q1q2o5#$T9hQM~iv*b^m71uLJ5VUPEzBR6Vd+B^)!zo*1}VdqbuQvtl;
zq=x>g8#!H0sYQirPCu>ITPI(h@!<v6t9hr8{zKOJoh6)iw_lZ#eeFeO?4<{)*w!!p
zQGWf1Xhn-bkoyRiQQ&a8jNtncug3KjE&`g>nVKapkM?xaw(aHHc;L)Hdjz^&g1GO5
zV9AAqj<Yd01W$yTwth)@xpjx<+QftWM`BXcIK2ev=5ukzty5}68FAWLabeQWc#?9|
z_4*68VFz{xoe~{4#D!-CCdO49pB2XrsODbvV~1}aUYC{V85Z`XF4!nGOLCLKnFnJz
zUh2epnbt$iBxxaA%TuKvt5gOuUp_CH4ZRTQDDS;MjX0In`Bt~BO0BJQOn==3G^alO
ztbX_eGZxL<9P3JXO%#7t747XP=<Q_#k^Nz*A@POs*-VG8W-y()VW^|BW~YmH(3QD;
zsP<g0vEhbxiCLmp5APbmTi>_WPK43wyg3VE^tLDVp=T%1XFblgV6`?l1XBVMB{4NT
zSy@S&ZEq1IM>ppdmk-Fi(YWy`!}VU#n-6>JqLACS8%g>@_o{pE)SKyv=0(v82Nr^l
z6CB4Tj7$qh)w=Gz#Bi@4`Z$rneP~yi<;ZMNDT;%btG-2Eh*vI(jlcd>MC9u`m%ceq
zg?WwgZb84iTzP)DsyK8n6@FlN(}lRCV`PDMT3x4e;uH9#3ki7mL3*Ew5^ux&$+S-7
z5v3ZhmZ||{is0tLZSpRGt`;}5A3c9K_A*wWJu~;bb{3BXkzIZ48@Fxo7+0NmNz>@8
zt=~>jN0pH&aosS~aKcf03ocq%>J)u#@TBort98rvi8Or0{_j~WgcxdZ_q1~D@zNG9
zfrAmVh@hJm0&iXJ$<Z=RFCYqPFB+9i@BH3kLD!_8QRwvZs4)_LN;~+;I{NV~W!d;D
z)AxCzuTSTyKD@r?ipjv(`NKIo8?Kz{52YP^Ht)c0IoY(x4)HJi+T`Qxqv=pJlw!sk
ze;_-%Nf9NqS#^_SGWE`x-SurZL%JV~e$(p8_)eAe>-$7kqCB*+sN|I$PuO>S?s;8s
zb9ANuQ>{HG^5#x#sc{et+<Hz?StzRiWpAPEWc)D?)O4zH54BwIUYVWv)v<@3A2x69
zeft&FFm7QaFLMVnv4AKFzFqrhK<-wM{zI>-Afq&f+~SktW13qnz7ZT+$R0x6*fo-U
z>ssIPRIM%9cfG4ue>O8>I0z*sj8Q-GN(-%B0-?BtUC`f<`~qiU6*PQxzVN}slwlWM
zWlDHfdsk}j{`KMt_QQIQvNqq;9~nN|-Y@$7#MKD{p`_De9A0XC?6cKxG%`My#ui@I
zx<C+U>%PRE%`qw@Hc@=TB!+PJl-sW3a}bfJ+^2&#`IF`kbcEqvESO%)B+AVuI6i8L
z*rRiOy-k%-Q5e<aBv+%q@YIb{1=jntB;>wAMg%zVQz7T1Hh!-w8*AAeTgS*Ba-oO8
z@B7A_Y}{70i7P;mVP{(JdSakoE!Dm^&tcwk>Ibvzp|6C6bWVP>?Hbas=RH+z+b6rT
z?+ize1_UP7n|WS>J3NV2O!%>Gcf}mc=3C5!nN2NiruIiLM^x>WZ|gZm%N_Z_oXb+6
zyOMnY1MZbDStp38XUPhr!Bmc(B?5|Ph2ubU45nXPEXho$0}M$1Kw)4$g_R$m`p_+X
zNkE1KY@)@$0t5zHTACyVkb5C4Mdx61T_ECTkyu&bp$H&b0Hy?VQ9yEM>Cwsx2}P`A
z3aqeD1eg^9vj$dZD1w!Z0AqCE-*VCj4E$Gyy_9oer34@_Z88H$!RTR>5C|NQLjf~K
znn1n=2>2bqUctNskf>p@(p1J2nir5e0FyQj2sBEGKp;S|c%%{*kANcZ1SK2-cqgF2
z_XDf?28FWHH_^-lNRPmLe4%b6Dg#JuEDh$TB!S*ER;q|*D^HdtV7dgkiYF+l6`sr4
z3M7Vr12R8gvVsOCH-M=HP+Z6sdYTZJDHQc@6B!=87taS;S#@rTepVA0a`h>^O)Ml)
z2_8PB1l_vUT-1$A^f6mKp9wW4M_pS;h+XGQdN_N=RsH-J=k4-2PV4mr&79$JIXSMn
z9fqO7!DH{<%|5E>>v11r%yu8TQl`WvL)@kW<2=s+P1*5=I|Tp2Hd3$k);Bh;pm6pq
zHn`nzZmq`XJ#`rvZgWUgBk$sgUOsmH#ai-*VPbZ~4`N%sRV^D^qhrGm)l}K2VP4Ag
zv2bSGXOvXdLzy@+-PjbEp;-gnIo@IL`jxOv-R8}oTqPYE1}<85H&GF@F+qo-&PY2q
z=rwSP?KjPe@j0;%Wsuw~GU4DyMMkFxu*J!gufyjD38lp(H>?+63Qf@2d^0Ox_@Q;1
ze2do(XjNurx=mL4O>k5x8J(tidOuA+L`Np#IgVc4o0!x%STd}n(3ER@5X*ML{rhe)
zKkwmdQVyy14))@yVkw8sbAD9K;bccYOVvQ;UZG+-W}`nBE?RtKb83$BEE!qv(0rIp
zxts$U_+x$A&~`Q%oiMMv6Aywt27+TZ^H_MFJcUA`PE|;pKU<N0cjSojB7fL~n)F1#
z-3!s9k7LP@#I;Pn*ZUL<6g2m!sU<ZHwDSK@ZTNv7FPz*b-WdCCoS<s1o#XMiq8e|0
zCzx6go_0Tj5&R=J_6PhE(f*>>S^4QJY?#M9`mfVD2H)=qzb44OA=vEIbl<{I#Cpzw
zw9Q${xA3!9IKM3v_{PqiZ8^0d@qUA-u{-a)*a@!zFW%O0HW_x2#x)}8?98Lv;cIN_
zHsLvNMI3WSodg9sI5x#_H-)c9YAAK_LDYr1IA@L-nyvY$A??AwL!BGXuN3~|jdBI=
zXgIgi+LICQow%ymCk5A%wj;HV4sN&BUxy5DhH|;CuhiIM1{D_2(ee{qzd^IIbyE({
z&d8lt?Q?{_Zc^qv5MH3Urd7>DIQ7`!$liJ$<72r+$b9}S^?Y5tGf@%!7+;BtT<`1V
z$4vnzF5>jP&*PkP%AwqnN3YbE@TkY|@SAJ#32_Y^o7*m=zx%!(78<Efu!t^&9?*x;
z*NJIloeh-di#v8LgU`HNo@m7r7ip;FtuB(W(_GK|bB<)YV!OO2*EFw*?yjr+tymA(
z)J~>^^2P(<N_x2TKUy!e2DZNafD`45ih6!;A4wI_pS-qN*%&dzmL<ZFM1_mhH#^_j
z7o5-DAutk6cINEj_;mOa;uGN$G(ciulU_saK(p^?1&_q~3(>nCVftGJxcoL&1Xl|m
zT;~%pTVFEKJ+~oLt#;j!HGAW)?9kuH<Ow+Lq{%@-T|L&SS)m=IAEYC*;bm+`1Dn)^
zir9S`s;1SN60)_@O=qSIlrr@b&XguHk25bbPfx`e%XuYkZ4z>258hFEHuUUb@}kW#
zDUwXT?7j0{^5(M7l@Rh1nj2ubvcoc!Hb}kV{a-Q%`I{&T)#u93oe;M4jIc^-SI8yh
z+EL<4b4#x<i<!5WiBs0Y24eXq%TK29ImkH<6*cRmARwC0(<{vOol`s)@>upUUPSBV
z)e!TIIXdk=Ip5mF?8Lgs#aD~%imi*?UG+S8OwxvQjIJfMnzlxHj9rk2`PtvMD|Rt>
zl5kI!L64)y(<Lf3D{U%O=wt7OztFzKe!25bWpJB9y6}_;hcHq^VCQ~|WSh*LJv)nq
z*NG72du@*;O(k(8btr7L`DmGHZDT%TW@_DA7-}ADADK0flaOwaMYkavCSCI^d~B^~
zsh0iqq>@qKwH?oQeNdYc!^mQYn5*_T?eF$fSH*|Kgj^2E`zp<Uj7v+}Cc`+x!9~~7
z`h_jZw#06-cGJNVS49fTh<UbNrVe^4#)r}ZqGvMWFUDUmjW;c6(K=9E5J5|&T^jXP
zJ1MCJGan1@H3{3-r@8mwUBe$y>{KU89R}|NFA}b44^i-;ylx|DC0tD;MUhJSbA+BY
zK9YZyQ~x3IR+iuK3EJC(Z;5i7<P7Ad<<=XMjct>MQUX%GduI7OMCKvyc$;DaaeW@W
zl<)MEd&rjJh$o}=X1hZb%k7vBp{1q8gAV2UOzkN4Iu6zj{HPqhBf5yUahRT-?vRXW
z%19vgJeDJEBld2Wc#m8Uw%b&x)2_wt;N8$>)7SA7TQ8h5@%HKRy{>x)(ueApIgFrz
zoc_iDs_#YLHin_E^3c@%?uL}HS3|1ro!=JszN_9f@Uh?iL(iDp+f4&D!!un6UaPg#
zbca2xzwdJCQ82MI`}TX<GZKspJ8zrO*$l}O8L^!TO015k-c@sD?!&@(SXC&gPo(xx
z=(d7(`zD9(e(uHU#hE#^FP#&_$sc>zHon<rCNhq0MZ<ALxR?#XBJILca$ST9nK_LZ
zS`0i>#R`c=mLix+&6s>N)ir72#&ljm^seKKdKKv+p{qjtLM3^xZN?6$Nm7LD1PP_O
z?j{|nd0rwNayQjB%8ETWsVsIXUf={R?t9&oO9#T;rP}$1i`zb>{ILA@RJ{PPLvb#T
z6y6y(^gKBK(DY&VgU_*Pae*<g(^rP7e0NpCHmYv)+%UA^+lJFJN-~kMWpZy5G7^as
zu0gTYmxYtg<)1rh714gI{VY1Iw1$ET^*OAie6Cim#!_A6oAETSf22cXhS-dlwU`e|
z3q^D@aGxmtT0C76=t>-{cpq9LP!?ZSpkk{S$Qb<)l099vC7mC!r3&XsZSKR@Ho3fb
z{`C0M*t8>!sHR;{57o$0jcjY_-?J8P-IR1lTPFjV<E;OKdiy0+&-*=XtdCUd@*|!Y
z`RTrwj-1Xroo#V;4?1g+-);=#MP9n4vS75^NMQ8-r-9GnJ)esfJaU;7)8Q`3KDE!}
zsp9*^orf}J4k|j@94t9qM6B@1yq|rIad+tZfrY(R4{dvM=>?uQZEp0Ms|ALKIgO{k
zy?0*xUFx;e+31Ss(T<Sz@=i);(zb^ZE%?RKJ*Bm?UJpA@@k97^__v)Nk3T8FuiEp%
z<7HP@X1i4zA8uV*cD#<{o%vHExJ!yrie)!TJFdNbQ!zeQ;*)WAt8#zXwFQ~Cu1^B(
z`>b!9_dx!*I`e5JC4MgcY|D7dQOjMX{(;>AWnn&3-_E}9%+70RysSVl!lxYx=-=N`
z**%&2J{#6>Ky)Pj<6&RFmk<6>V^{ljp&E9e^3&mY=R(V|%3T4rrjBKmAs@xx+CTDt
zGV(cWQ<(SOeT%IfKHYtX>p$wgHyKGgu;vMOi-0oU!HRbwBVW7=|L7dcuSUUzk<36m
zJ!nvAVRW!2^AK#z{neEtMZ?>_lKQ1{_1>LMlI;AJGwU)E^R6+)yz_bO4h^E@$y*OE
z|2X&kMfAjC_F(qAjW;%)N_0!i&VH3m+vD(!x)}U%a(?*OmFq_e4qsguxZ@~sWH`+Z
zgZiHEgWlgcVEd&ozWU%y)uE0fGZSfpxJgE&&$~X!ut!0i3wu6&YX}|U{uCW|I%M0O
zJ;6spD$Z0Fji<4#VVgZZx$rj;0n0o8>5GyWOf3%*unUXE0-iMB*0Vf$m<F9fqDmvR
z41kSZipz@I3)ZdjudV3*WY8amz;tN9HXFDR3j_9OHE0aVN&y5YaAkS`TX{$v=vV*t
z3jyDkYW}RpV1S^7Rl|B(-G)`V!~=&!Lct4*#Q~WZAk2V(Z+~*Zqfo4RVAm3$SgKv2
zU1_&m2llXvGuSKZg2R{Y7%T+jyEGak&<juw)PYZ6FU$0hrFy{kTdG}d0aAkffp_3q
z)z42^{L3<+7a*nqB@cu?E_8}7xPOjV-dNS8(3kaxS{-e$qOQNF7`a-(X2vGErdqq~
zNxp8{fZ~AtcE&$x8PG5g0<CBiidf#mT~RC!3q(&aD<5kb1>9?eB3PTYe;x8ttO;z-
zt_=B?5rabg%ZL$J!s;=zK>1Ij{BN-cY7~XRtY{C4#{<D2fD~YJ9t!FZxF9H?41-6r
zPz9EOZB~%5taY$GOY^JVfAaiE5AXo^KtNug)>$|N`T}vWf<+L+I2`^bib1@9bRgdq
zECcndvK6}D@k~IYfAR+T0sRBm0!M+y0y6>E)z7i9@VJEZpXdfDKvaVlSpRnj2WkEt
z#=*8I6d*V3(tTy#EW`sNLcjrn-+osuf@Se95B5J<GB_0OZx#tFKLN(kD~S7bk*q$L
zV!UDpkqFFc$XQXm$qZ9+poNb&iT3{jJq#!k6ch~y3<@9x@B$13pdti*sRpQpuxhY?
z0GFx3I}3QrEtXp@(fwMsq_`EJ0z5ES0C>P14kaJ~hykiy4L=Yjph|&q7W7!M2Vl>l
z1M0wK0X~D*3f&4US&&_>1EIG<2bP1gSennu9MJ#;IPO(<2-w^5Tv+p4nIm`yW%Bzx
zS4Ou&2iCJjwj=`x$QupF5efDK+*kds!q?Bz<uVpmP$yt(;6ee?204Q;1xSFb?`lTi
z^S@yB3+?{{9iY0uLK_M80%q9$0otIp|7uMEmHf>oUekx_`u~D#KwqmTk3<0m7LY1%
zvBUuC415RgEd4DRpB01jk46-11M&q8C}0u+Y%S@01#RH{ry*QzK$lR>YVp4s&=p04
z$OlFM{9Rcu%Xb!n!DsMVJu~o`^+{Q(gRIc7J}Cena8}DamXHpV0sL7jdbJc;&%nGv
zEdC7+meZ^MgoD+Gq?R(5zd91Ee5wn0ic1lR06y}TOtQBP6pvBDW5EO@;B?rMDefLj
zz+AzB^e@R*f9aLAGFbJRtW#Wy7~rd~h(cn3#4d&aB@pn-W3>cMT`^repfFP(x;Kdm
zf$jU11C`{?fD!=L6YNWu<V~Rl0|x*>=MzZmYA{$sBftTZ4Az?hX9l5vaZQ(8R1KOt
zaMVu`u-<<rky)O~$}(6^+%7w+z{DwT%ZL9!=M)Mf;ZUoSz$`CjrR_?_7W_8+o8x63
zy;f$o;_t)xUQdch5)he+&Urhxo9b^J6)>+*lcB*j_)Fooew~%M?(00BxcDi1mRec3
z*Q=O)@a!cTT-~b)E<kfV<@=yz!yu<<UVYosoI~$4bp25L><g*(++>A81%c?gjrjs;
z{xj@fqWO!j3)sA0{IVt1ZR&fJnngI@4G3Sk=IGsXKWx;F85bWJRSiDwJUaQHOH87=
ztuapdIC9qwZfMGEx22!=^cClcuHEH#@;CSek`i}b`T|MU8%p-B4U9k2tk^#y+dDs)
zWcZ3xlr8Fv$HBjgBUb0hLG>&{0Rd<MjRLGD@bN%`nEewrAclZo1KekjhcUoy1yJmO
zrvDzBEKE?SWWZ)DZyhY*6JP`S!XRvcN8p?vfFbbU-%p7At#iAKCZNS?#H>D22y6%Z
zX*U0UNGtvRvRv>>egB6`1&hTjEfwG+#ah?c|7NWKF3f+sR{nXytk1{_$p7txfmOO}
zAC|}PA5Iv9#RC(D<G`;nYr-qO+J9smP|KQKF%B$`3<|hpP?k^jr<uSL00Z_X27dG0
z{z>P6OZ30!9D!aQ*0Kz6|HeLIk)RB4fP1|p1H^x2ApZxY1F`$khy5QX{!7HQbbuC#
z2Uf?=?K2P%2rWRS|N20!N3XN16Uo`h)m4~xe8PW{(GhRBTc6R?Y(zBNt-uwVw|IuM
zxV`0z)_J}Bk=tJio3HHHM{bh}y8G<Sk3F_;7BufE^qqzv;3#Bqe)m}q+NX<-W_IUN
zE}LIVKbxQH<Ut|bSR?iHUM6R9sg<vB6VcF`r(m~|!Ba(>@n)kI*v>|n;cf$y=ay!^
z%}wTPX=eFm=j<=qTX6|b^ZD7ZRT{Am!6TcUBel~*L*!adUTYVQOt{u?uKiWRHEQG{
zIz3kXUUfr4^I~;_MC6&r$J$F92CX>Vb1>>8HDN~%c4-%tHHn&%UDBWEeYO+q&!6><
zKHYnm>b8IO#ie=o^IgQ#cSnz?b<KOaf1gU8SeWI*h6AaWj*m3_-<ZrGI@t~QmLma&
z=;sd<i@~5UP&fXcWngd*{y=Fz%g`7AroWZJL4WJFG7Jz^{9cB|0Rj21bZC}8^II7X
z1(?6z$^bXuFJ%PuU-;p$Xuv=EwJjcj{0l!kXa#<!BLIQoZ)F6~M*docfFtmKEkmOL
z{|Nl~DJujV^xS_h!x8>cwiJW@+7^LC|1M|XVEteDA#mtbb7Rs;z(<PC`u`CYK0d&C
zdcdRr&ba~2%?G-?&uyR$bx_qn=_0Ublr~lyqXV4T*Fh3=uy{BQi`7A5v{5+39_YU(
j0lpQMln^qAA;8gLFiCVK3su1XDnKG2va&ivUC93dBdr@z

literal 0
HcmV?d00001


From 0987d7cc9a0f2ca960c5fb9bcdc66db7dae2d5a2 Mon Sep 17 00:00:00 2001
From: Asheesh Rana <arana@policyreporter.com>
Date: Mon, 12 Mar 2018 12:54:55 -0700
Subject: [PATCH 191/364] 1942-update-tabula-java-for-multi-column-pdf
 (PolicyReporter/requests#1942) - Allow multiple occurrences of -a parameter -
 Allow -a parameter to accept % values as well as absolute values - Add test
 cases - Add test files

---
 .../technology/tabula/CommandLineApp.java     |  46 +++++++++++++-----
 src/main/java/technology/tabula/Page.java     |  18 +++++++
 src/main/java/technology/tabula/Pair.java     |  19 ++++++++
 .../technology/tabula/TestCommandLineApp.java |  40 +++++++++++++++
 .../technology/tabula/MultiColumn.pdf         | Bin 0 -> 8336 bytes
 .../technology/tabula/csv/MultiColumn.csv     |  44 +++++++++++++++++
 6 files changed, 154 insertions(+), 13 deletions(-)
 create mode 100644 src/main/java/technology/tabula/Pair.java
 create mode 100644 src/test/resources/technology/tabula/MultiColumn.pdf
 create mode 100644 src/test/resources/technology/tabula/csv/MultiColumn.csv

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 66de8b05..c0d321f2 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -6,7 +6,10 @@
 import java.io.FileWriter;
 import java.io.IOException;
 import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
 import java.util.List;
+import java.util.Map;
 
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
@@ -34,7 +37,8 @@ public class CommandLineApp {
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 
     private Appendable defaultOutput;
-    private Rectangle pageArea;
+    
+    private List<Pair<Integer, Rectangle>> pageAreas;
     private List<Integer> pages;
     private OutputFormat outputFormat;
     private String password;
@@ -42,7 +46,7 @@ public class CommandLineApp {
 
     public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseException {
         this.defaultOutput = defaultOutput;
-        this.pageArea = CommandLineApp.whichArea(line);
+        this.pageAreas = CommandLineApp.whichAreas(line);
         this.pages = CommandLineApp.whichPages(line);
         this.outputFormat = CommandLineApp.whichOutputFormat(line);
         this.tableExtractor = CommandLineApp.createExtractor(line);
@@ -156,11 +160,13 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
             while (pageIterator.hasNext()) {
                 Page page = pageIterator.next();
 
-                if (pageArea != null) {
-                    page = page.getArea(pageArea);
+                if (pageAreas != null) {
+                    for (Pair<Integer, Rectangle> areaPair : pageAreas) {
+                        tables.addAll(tableExtractor.extractTables(page.getArea(areaPair.getRight(), areaPair.getLeft())));
+                    }
+                } else {
+                    tables.addAll(tableExtractor.extractTables(page));
                 }
-
-                tables.addAll(tableExtractor.extractTables(page));
             }
             writeTables(tables, outFile);
         } catch (IOException e) {
@@ -200,16 +206,28 @@ private static OutputFormat whichOutputFormat(CommandLine line) throws ParseExce
         }
     }
 
-    private static Rectangle whichArea(CommandLine line) throws ParseException {
+    private static List<Pair<Integer, Rectangle>> whichAreas(CommandLine line) throws ParseException {
         if (!line.hasOption('a')) {
             return null;
         }
-
-        List<Float> f = parseFloatList(line.getOptionValue('a'));
-        if (f.size() != 4) {
-            throw new ParseException("area parameters must be top,left,bottom,right");
+        
+        String[] optionValues = line.getOptionValues('a');
+
+        List<Pair<Integer, Rectangle>> areaList = new ArrayList<Pair<Integer, Rectangle>>(); 
+        for (String optionValue: optionValues) {
+            int areaCalculationMode = Page.ABSOLUTE_AREA_CALCULATION_MODE;
+            int startIndex = 0;
+            if (optionValue.startsWith("%")) {
+                startIndex = 1;
+                areaCalculationMode = Page.RELATIVE_AREA_CALCULATION_MODE;
+            }
+            List<Float> f = parseFloatList(optionValue.substring(startIndex));
+            if (f.size() != 4) {
+                throw new ParseException("area parameters must be top,left,bottom,right optionally preceded by %");
+            }
+            areaList.add(new Pair<Integer, Rectangle>(areaCalculationMode, new Rectangle(f.get(0), f.get(1), f.get(3) - f.get(1), f.get(2) - f.get(0))));
         }
-        return new Rectangle(f.get(0), f.get(1), f.get(3) - f.get(1), f.get(2) - f.get(0));
+        return areaList;
     }
 
     private static List<Integer> whichPages(CommandLine line) throws ParseException {
@@ -307,7 +325,9 @@ public static Options buildOptions() {
                 .build());
         o.addOption(Option.builder("a")
                 .longOpt("area")
-                .desc("Portion of the page to analyze (top,left,bottom,right). Example: --area 269.875,12.75,790.5,561. Default is entire page")
+                .desc("-a/--area = Portion of the page to analyze. Accepts top,left,bottom,right . Example: --area 269.875,12.75,790.5,561. "
+                        + "If all values are between 0-100 (inclusive) and preceded by '%', input will be taken as % of actual height or width of the page. "
+                        + "Example: --area %0,0,100,50. To specify multiple areas, -a option should be repeated. Default is entire page")
                 .hasArg()
                 .argName("AREA")
                 .build());
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 25f1baef..959844ca 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -21,6 +21,9 @@ public class Page extends Rectangle {
     private RectangleSpatialIndex<TextElement> spatial_index;
     private PDPage pdPage;
 
+    public static final int RELATIVE_AREA_CALCULATION_MODE = 0;
+    public static final int ABSOLUTE_AREA_CALCULATION_MODE = 1;
+
     public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage) {
         super(top, left, width, height);
         this.rotation = rotation;
@@ -48,6 +51,21 @@ public Page(float top, float left, float width, float height, int rotation, int
     }
 
     
+    public Page getArea(float top, float left, float bottom, float right, int mode) {
+        Rectangle area = new Rectangle(top, left, right - left, bottom - top);
+        return getArea(area, mode);
+    }
+
+    public Page getArea(Rectangle area, int mode) {
+        Rectangle newArea = area;
+        if (mode == RELATIVE_AREA_CALCULATION_MODE) {
+            newArea = new Rectangle((float) (area.getTop() / 100 * getHeight()),
+                    (float) (area.getLeft() / 100 * getWidth()), (float) (area.getWidth() / 100 * getWidth()),
+                    (float) (area.getHeight() / 100 * getHeight()));
+        }
+        return getArea(newArea);
+    }
+
     public Page getArea(Rectangle area) {
         List<TextElement> t = getText(area);
         float min_char_width  = 7;
diff --git a/src/main/java/technology/tabula/Pair.java b/src/main/java/technology/tabula/Pair.java
new file mode 100644
index 00000000..d54cbbe5
--- /dev/null
+++ b/src/main/java/technology/tabula/Pair.java
@@ -0,0 +1,19 @@
+package technology.tabula;
+
+public class Pair<L,R> {
+    private final L left;
+    private final R right;
+    
+    public Pair(L left, R right) {
+        this.left = left;
+        this.right = right;
+      }
+    
+    public L getLeft() {
+        return this.left;
+    }
+    
+    public R getRight() {
+        return this.right;
+    }
+}
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index fd79e9c2..81b30d4b 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -143,6 +143,46 @@ public void testEncryptedWrongPassword() throws ParseException {
         });
     }
 
+    @Test
+    public void testExtractWithMultiplePercentArea() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/MultiColumn.csv");
 
+        assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/MultiColumn.pdf",
+                "-p", "1", "-a",
+                "%0,0,100,50", "-a",
+                "%0,50,100,100", "-f",
+                "CSV"
+        }));
+    }
+
+    @Test
+    public void testExtractWithMultipleAbsoluteArea() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/MultiColumn.csv");
+
+        assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/MultiColumn.pdf",
+                "-p", "1", "-a",
+                "0,0,451,212", "-a",
+                "0,212,451,425", "-f",
+                "CSV"
+        }));
+    }
+
+    @Test
+    public void testExtractWithPercentAndAbsoluteArea() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/MultiColumn.csv");
+
+        assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/MultiColumn.pdf",
+                "-p", "1", "-a",
+                "%0,0,100,50", "-a",
+                "0,212,451,425", "-f",
+                "CSV"
+        }));
+    }
 
 }
diff --git a/src/test/resources/technology/tabula/MultiColumn.pdf b/src/test/resources/technology/tabula/MultiColumn.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..197df402af0f4c7a4a2b025385ffe09147de9dc2
GIT binary patch
literal 8336
zcma)h2UJwcvbG{1jASGT2qRG>Ookyz9-@GNFyuI77{Y*LC1(&&vXX-!ISUd6lqg9+
zBu9}bAS&q}yyxC?&OPs~_wTj#?C$ES>guYmde*Aq(vU+5Km_3cuFky9=FYm#OaK%J
z24c<a0OH~xRg9B0&ISm>Q#3&+TL&D*6@+py!(rqw7FbKn-MaucoGZr65#X5-lB^O%
z2e}@6bjs(wm2=NE!T&J{$9l(%RM0h-wJU}sgWat=TV;<O3)Mmb0?f91e%@JL)i8@(
z%3L^NWR(<o)??E6*7l}J3wfq-OzXy@jvwDFJnJbj{wIAO#aCR;MO)6OdQ!SikJG8<
zwk5-kj(2^p)WL6Dl>xjDFxM{#(d53}AYhiZ^90Aywy;W6?Bo!gHSckD#@0I$b15vH
zq3AVrFCkIAgK(Z=_3BbsGDCqkBAS#~$2NV0JT0H$G6f8zir{!k3UI1~Pq@W95h6b~
zOO3~9;MImq8V)^pO+D|tPw+rkCN)c~zD981@bgpVD-^;Ys?Us=z`$u&$qgRckG?0n
z-#WC*Lm};Lb`+bMDzMlFmty8@RgH?i{jEU%yB`Cl_Ky3`h954Qswu8zjn|k_YMpDC
z+C><;Hr~`<&diNPOWeRp(AT+eO&D)S(KlukxvRcM()L{G(O{Bo6y9#@0zEuQyU!iF
zR1;;uX+qE_slRNFuDQi*y(l%`z;DU>PGW?ep{H?4u{#xc9XW_<5q8b2dDrFg1)1Q&
zO+ggv#W6?UsH?xc*x<o}R~$y5V6T3EJ6X(mZ(7uU;5Kc~<)){TOQ2JxW%D0nki4an
zD*+bhsl#Wngc0oM+T0-Djhbm_W4-GeD)vYz=Oqi=A^J*VnQJnBiqy!p@LktVPY!*;
zm-o~6`u!|<)DOkT^ih`qKW;7FxW0b-GBzH^_R_|{KsJG_Sz5hQn{m3A^9nqq0RNg`
z?;(rBTzB2PK(^<cw|~S#HzeZ5W3`RrNt`SrO-)gKMMwNP!ume)?32Svcm=$9Q+|vk
zY^5#ibSE~4bk|Q5c?Y(?qEBs3FI0Xl&r*}rQLR3f>xk1ejo&y}qC;!!+5_yq&nZvF
zGx5{3$Bdb_w?&VQZnh>m=gOlw18)j+T&T@&tcEetKDhH^_!l4EjI(qxv7m=m@c{o|
zsC;{z_J_|?H`G+NH_41Wh=^JX0#^qIO;7RC%)GAyMF!A^{m-AbPgg49KJ6u3h=0-(
z6$=u!z>C++0|5Scu1SM~^QCC~AqDF3yS+@$uZDSY(BmzRD$Sao7#kRwy7B5-l$<k1
zz7817fvCoL5L@IZ6N>5El#lKIVCZ_d@CJZ!viu|K@S}@F1zhCk#Q-UcxLEy7L;NF)
zh5nZ;{v*pFKoN)#@~<hqg0y$mnn;~%)CKiXDs_XX&^?9@&L>YQ11??mtrVCt4T@ol
zAXNHL%W1$~m#5qjoTv2JK{1>p<bx8^Hya7sv=K6`vRm0|-02?*rX11>Z0l##szSy_
zpH2<J`QhnSqP9<t#1tmFxjAQMrXKlh`D`EgXXf&8Ej0x_xsnSE++@=+k8-QtzdUb!
ziE~aeA@8f$HLQ#$jnt3ifXVsYM9GFji%T=tE_E{yhkd8uKil(hdYnPE7$z&twcFPA
zaO2YIDV^ghz^!b7HxncpkKt$<Cbd~FwIVpjY}Ajy>>?AdsS~X$i;%Y}q0huDRNR?~
z-X3wNar8P@)ZDj`JwZx+SL9DqBp{CD?@dCBGk*1~IwvQ@<guZc+9f?!fHtNLz>Ndq
zT;4vib4k#t^zC4wQ|}6?=yEr~J;MI5+)G+)(9Mms?UY{!=TLyw>K>u^RZyF>C#BOU
zqtkjIcoWsT`88};C9kUFT3zS<lV1eYJf;LcZ-}t5n5P;ZZ3JRFY(3p#lLZ+=n;=OH
z3ldc<{(-qPA#vfPEyUQY@wg{-E8Ydc;)cXXBsl7qfu}O^QhJCa(DkVcVWDXVTj%Jq
zM@`0Camqo<=503=TcD5gRsdBrupe~#Yv_!;s^E;a`t?<z&eIC&P%GPJnHGUX#i%#C
zj<3E@iVTPh!0RHKf?<KqE6m~IfFMskLN^AANaofone!!;%^*Wf-Xz(NhYcNoiabfW
zjl#S1$&YXRDiBm3E%;P;rlmbXJ)<@wbLu@~V6xh|Tja!8YqlZtYa1uk`rw?!<C;1_
zqkE4>d0}~dp^t&?+DCz#Tj|2JwXcl?2JSJhbd!Ibn5pp?*kINzH8fs(Rr=Dnt|rGf
zqNbt$zNTrl{x{d^0X^<q>2g{kf^luGyUBNww9*aY4HHImwC)*kWhbTCB`<$}shxf2
zE{;yqfSE@rQrS<tv@Hx8wW)=9%F=++98~OuCA?LhXct|T$=R3|pm`3QuJ@w4JIU_#
z(mTG>0Qst9UQv)8gDGmyH6PYY-e4uoH@q7iA8nnUp1+#aSisahFhyd;ktdjFzGOK?
z+;Q0~)qbntQi0(rJ<Of=a;<%O&$u~=Z~vn<R&zg(elXC=NfQAtK{+La>a9CJj@8Y)
zCjm7J@i%#(CIz@%@2!1bdgkf6az3l3;{&_=u^gS*!!VkD@gf}+0m0fxJ;$9Fd!zp2
zT=x%GbRr7Q2vTBkd!3Ef<#QQ(OCMb(E|#fQel3C7tZJ(K`0}Yi&h}GKzN%`>ca^a_
z`Q2`=nh=I0=GWpj=H?qKS3Jf~!*y$a$yk=^s?5yHlnqYTb>;$AoR~D91fIuePTBdS
zI-&}`Mom7(v@e>5^!1`|P^iB95Em}`dLXf#_h4E*VDr_t;=nkUK{YqPF{3pu4VJr|
zSW&+v@#1MQ-`w>lhUmR3k)ogCMr)%GsH$SG%*nny?UtA_7w<;?t|B3#4()OLt*l{R
zM=(gPrKBg4aHO>AG8{{B$KfX~CfF+FX7chk+jEX=8n{&D2ge7g((8vsuGa{va@_k7
z#%prqU18+c>UXV*)p!f&74N}jFlLP%60Bu8FJBT3-1%{mmb8J}^OHB?HBsRvv{L!B
z>P5;_z}=&(ar}iCeR-Ci+i)yeOJ_mZi{MIer#0n#3v(8$PwE|?%1-0=v<Fp{oqz{w
zpME-f{(N=d{mCcqyW_M(Nv#x=%t}pn`*nBpa;0_u{H5XoSK31okKw359Zn5l0?koT
z!v_|Pq*y-s46Uhoq0(Gd^DtXmGTG9+GSevTo?Q{tp+iR6bV2D2#z>E}=}pXRRsRDm
z0bsga?ETKSk)MPHIxGM;xHE=Uh1ASz`ORe2B{Vg@Dc>sYHDXO-=A$gH(jhZ;E7g7D
zR-xC`0hPW{RY<L)I&Or?G%~Dxwgj`8Mr__2bx4CMZAtK28IF(<pjwoOggU<2r9aOk
za*$Q={I1F8WZROhwN%wF<YprPV|N7P<*^Ql3dXFxm-yb4QtoTRv-Rd4V%)O^5u;*x
zUgwg!xihux^*$05bnGKhNXQO9PHSFLd9vmeu^2{N2#D?tC(9-?OL|QWaq&7<fwtXV
z+du{^oskk`Sfv$E@2ZpBNJA_Y1&Sp|OT`Ly#uw(hE5a}~xf$K%E~Z?G1Kv}d*6&4R
z%1qgKqHzFT(2|b>eZZ&)XYypv{gU)Vo_Fh>Ne)Ab(K*2x5zde19!&U6OBA~8j!q5g
z;>O+zvLq)^2{B9R7{c3#S4w6zde<=N<dGGKAL`odj%`9p%wQ_nSi7Xadv<kWZ`Wg@
zXH&A78E3*dlp{%s<IH!Ov^%&>!wSjjIgNH{eR{p)-Fu_LlzY9iiTOh3ZoKvTC3GT(
zO}3BDny_AbJZzVTf~dfIt*)%g`*rXoy%QmHeP>B=qwiJ=OW?Yrr{4<S2Q(%qG@+Xa
zyVHCsWN=r{!rlgLtXl@+H_&q$E$7El(QuweCibhGr;69)^tHI=8?EW+w8WLOR=97-
z?mcZ`_G1X(*PT3=$_iVg(K7C^hXRO5%fTjsw=`t9Ro<aV_nuM7S$~!xeT@oR9}X3a
zsCB3`tzH!#TZ__>P76@apY}i9Zd&vAb6PCBx)aBv!1klqc~hC0^oem*$n7uIqdZEq
zdMRhf)6;{9gUs+?M0>sN-jkLq^nvOv!%lScOxHp><nz0I#g_H<gZUvKkmOv(?kY2(
zSY@22QiP#$)>GA_gi6gtKCbY=QVNsj%`)~iDa@YPci#6h3zP8aYAZ&O)3Z<MAjTNz
z=$EN;+tJ*tzcx#g)!F9Y-{yPK&&F`8EpBUAuLXwL$Ictfb3UsIl5-Ew&*Zs!!Zi+q
zcDiSMEt)N^R$%o{(OPsCt(U*|O((4+Co?dtiOI<tvodBCdrvi=c>N?TcVkTzR;S4x
z(~q2bnxs4u7_1A8oFc{cBkiv9qs-xv`zv<7%p8g1mao!&6qDwR>LHNWCV|n%C0-)f
zPLDR6cioA3OIiEib;i6dm9Ef5%@K`OfSY?&-uv-9;U~m)d|*bEh@!K@Al=L%r(!*C
zn@(6<A*%##olmw&L6^HEpZk14=i6y+T!x5rsL6>Qo!+i8wS@0UKv+z{Hh<^(Ddo(7
zePvtHUAK8LqL4XEc~b@1G4dt0{bz5G(^P5+j9QkJdXK6Seeahz1Y6G_7jMZ-J}J$2
znJ={_0m8SZhqt*=NXXQQoPRV_)v1g8)7vRdgDK@e=UefLsh*t?d_&j5Xsk!(MhbZw
zrIHHfI8=@z)P3nCIX{{#n3R!hE}ZI7=2ImbMJX#+Ipo+3(cG+QpaReuUqed0YsZd;
z{@iDX^;}~nYq(*)dcWEfLR&orHYp&yotkGEz39UueXuXlF1TAzkpi)t4Oe~Z(6B0$
zo1_>OlcHdj>PXkP+e3M`ad*Q4eZJA8`{*m=XMFt4`X9kdx@zPRA9YR6zxce`<jRkW
zd34y~&ebuT`(>8K*qU<nKy>i4FPh+CZ)r#r12g@~V)HXypkkEmh&`{zbqoEjuAHgp
z{hm7N0oo}PlvzGQBBK^SKxbJM82y0Cgh(3q9ff_D2ji&>En$vW>!zV~;QQusjgCQC
zMbA9&-FMmr*)UuE{jP~ehpRiFnd5c~1y;v|UUP)P3xtG^!^sNnd^Wp%vQxd_-6Tj7
zc(>}OQPua9gB{AX=~0G}WUT*w@6HRay~+4r2V!65s#q86rT54;vq|gTtG#KLie{&-
z?*Bz|)1N*S)f_gtbMps?(GqqUmI_aV!1hu}bKG8c(b|oDYfHR5n$qLl-u;E=-eM@<
z(4%`ct*-i4El-nL_1t@;GDKierjW6YEZ@-_<@Dga<tf}$SExf!wOW6Pu|^D{w5))L
zh>jE+0Eyym*4tkZC2+T_ij5wpHn}N%ke2(DE?KhR$l2<e@Yw$1;<jbAtRtV!3_2=3
z`GL-|K|@6riGnS~$?i?D#iNteqc5|=3kIQcqQ~E+uWoy-2Q0rkJ>D*1VVXrSGRB5<
zsk192&p3M@j8`wu`tk53OHli5_eW*Ek?{Dju;ahee#P8q<IJbk-*jijp(PExMvFAz
zN`Va~OE80BR~YlSh@K|VKjVI*VJXn@^UfWb>MDnZDA${fgN7O9pFh9)x#*h#%54sA
zqk%RCM+@9);UXM9-}aq?@*IjMxwH%b8vJyu>eSD~SsDRVlidj|!*}4PXKM^+h*P#l
zejewj2#Oh`2m99u>+U)B!n<$wXUk7JjrS(i=hQQm;_}rCGWAb-I+JLinUlZ#xvm$)
z-INIIA#vHwZuec_Jq_7a>wDcw65Ef3OCERU)RoM&RWc<aFT*6~cio7hF}4h!q3O`0
zzE(5xc|J=2S!~x(y}vl~(c`N;UVLy{8fGBTBTj1QEq?kJ*JtUPx*o0SRJFf<G;0yB
zN8LgfFwyl$hG{7&;azljy7kGTUL@miO*A;Goqf^_9prwy+9c@EQ${koow%aSjmaUn
zX<nXONcysioiqJ%ycM~SMgKG$$xII@A2|7h<~z{|ax=?M$#3_nkow$~Gf`=xq!!Lf
z-tG3FaMbkjH=GI_9sJ<6H~GhGRmGsg3XOV`Aaae~hde<syOrAtOb&sVUofT&qHBjc
z_7!@_!gKAQYO~re!b}-g>aA96odq|0KV9f%|2iSC(C!TN)dfpkQP#{pvvI(Ri!&;Z
zV9u2FP3oIt>rlBtveKVeVtR61xNgLv>;?uVBF9Ia;KK!+C0`1{TkAMJv-Q6ld0{Fp
z{^2IeXNkPG!rUkAia^Ff#DRW<{a$*|9--`p{nrh<WRn$RJ{C2N5bh;qAoA7Qovh)2
z#()o=&fpA1;w42g1sfAbb%8C-gm%S*JMovcp5NbOVI(;Y%2=oDP6PlH5^s^YPi%W4
zsY#Ag>*cmoiK}~u6Ukx;ztD4~l5yw6b8`i>fU9PmIn#;?d}PcXg>T=dfm5jlU*&kW
zIj6F=p|N}?MTL{*rgS1lyIr&okX1FfBVIbql-K?f{Dx)%|Ca?*DC>7VSy`V->rTkn
zMi2KEDUa;BCo(0=Ajrq&Ar2iOZjw$)WDk2RpTDqx78mWXc%}4Xsoj+DIq&6sN%8Ay
zIkit{bWhL_euK%(dAfF)4=FS+UAAHsETp3kl0L?k1TvZyq(!WMAn~>ui8lqeiJMPy
zwBOQ}>5&~?zsa8&V8e2SoKqH2&CV8%N+@E=R|Y<gu&B*Bo9TR|j$U2HIY&ye${RZ<
zD&;&|kaN798eQrxdbByERbo@RXJKtOT(#fl`Tk91*2g$xHB@{oU@NZT<JRgaM(My|
zBkMWjRUC6rZkiP0IqSemZ6AUG-R;buT68Zs%r19N+PbjmiawAm$dhNU<ys)srO5ig
zhQKFmIaEP!sMa)Z<!OpboN7c2c^3t(cxu_mzr6h|Oe0eU*5NW{Ued9Jx)qo?VKw;E
z)&7vg-Tr=!%a&cRP<9KO04~c|($#u8|3fFQnYeZ8DsZzKc|Fe|n9z>sK6e|}?XmgO
zBZm`-vjG<6e&-EHndnJL*Lr#3@ezO6F#Srcnkz+=drHrvt0Or@M;N;7+YHO6DnOoh
zm6z&!9gec)D3do9(_YalZ3}eddzUX&(n?TdwPYT->W>ULR;Rv0$Fj4G6u-X4$GS#M
z*f5K8B0V_y$!hpW)Y}us@p+A2&Dt|?KaEP=#tUQju`f5A{n@xVC92~j6!~h`o47$J
zy(+w5D$Y%zb&PTxM^_4>-nNj7O8BB}f5<v-A9x&-McKR5hx01K_I}OVEw&bwi2lr(
ze8}NPa{k@!*nzPmVQ;*AD^J4LB(x?vtkEbED<HjG@iP2di+nHrKC4NovXv8YjZ(g$
zaH#WBYlu+~(=2n6(i4SVV93s?{}|(93#>Ba2kv%ry>#h>(u;Q78v^|T{td>$vByzE
zMALiHr3Ll#O2aNjQK^8z7xz9U-eSd?CvB0$34s$W3O=dYDegag?-`z{_^|)L`tguK
zLC$5T($#BrciZd}$C^=Ia+go~aN;n7`(rZ$$MI9@skUnVWv+m7toCTso*VDWE@=Oe
zLb$pq*~i7EeA--#N435b);mnCb=G#ZDbLUCCFpgdb)CPTg%7=jMngPonk1psUp<CC
zwT?btZ-*5HWimh<{XgrktRv_r%NoCr84eEhHR@RwK%zYpdJ^YrU#*CcvA5Dn;4azh
zESY%5Si3uJ@<;<Y<%rE#k>Qke3C}+$2z7X~FKMBSY44^}TMy}1v7+ufNsI^sTPVH=
zFD!g%tEJviYo=T%?G)p<A4a3*D~f0)-m@F?ysF!QMLEjd@o_>mlV_HG8jZm*+%;lq
zA$9Q$jAPuBZ;mf7r+)66rfPg^$MDtxpm7JA_Z4e-klV>d`l!Y53)1UnZJ*3q{_|ut
zW16pm)O}p$fl(i$j2QeFEEswOnfj9`l_*XkChw*gZvB|~wePo6E;(^^4N|@DzScAt
z_d<8*>kw__P6m3p;zhpo*TL?=*cYc=Q}3&jhtg0c5+}vGaplOHNxCfMB(bB<3wOi>
ze#O%Ex%9YXf90Li>R2d@Sh4LH9W3nPiTfxTTbCr-^7Dsg&+<|-8v}R2;0u58iB<m)
zTml6;4)NJrKf^WSGg`6ERG;4Prl;86_FJ*Yqg%~;K9rGSyB-M?UbPMTkOaTC{&^ek
zW)vt`hI?39{C0PP7S~%kkAo9A%40|(%9Iu0nk(Tov-2r)8Y9*YRL5lN#Bci2fAu9d
z`iWtB)UJQ3d^1@2rgj8UeydeIj`XX>2X@i7s7kHq$gsB)a=9;?O2#V5cixxv83lfR
z_H3yRCo1~<`QqELJQfF#tbMvgx`J?2`sZh{bsxtmR7!Hkr+%q@-O&ftGI`V`V3%5t
z^Ntbqx10E$J53qsuNqHU?eN*%-mIop$*gT3;h}QCT{#dD(4ucQpR#QnV%N{24jyLD
z;h|mL^~9<_cyJu-Qru*OaNp8+?_b*-R{E`OtJtg+;5Yryvzzqi>xXmgK_6<0j7oR*
zidy7nJrIu{_dmW*_$sP9D(ii^B4^1D`Ql=#*%&_UtumR#tq3wYs~;NAfTZHNG=>q{
zkN`3@=TdWVPOwDar+S{p0?~TU?wfxi9bnNN<Y&3vc-nf&@C!-)|4@g$sIXoXUlDLH
z@;`-G;Xezp+Fs5W5DM#rlf$@KxY|17u=sWgeyV2Xhylq+Up#!Ow&oaDGn_5fNekm@
zYX!LIw^+LY;rIcbQ$_~sX&``r!+-)XFboKR3L}9cNT?A=31{YDYa#7q?SKJ-0U&8N
z3yc#Eh!lYUKo^@`Oa!11Apl6$%vlj*Yi)zW%i$Nba2Q7&AQCTfp&sAj!9al*rDIJ1
zz7qWJS~Bv_BmB`3f(pU^kA9HR@POT0Al0S$CiMjuA2j^^nG6ZP0ln)w<-OxeD4v%e
ziWuGAO-~FvUXx&KF|+E3uChO#WV$(7QePD$b=C1{*p#3#!Is%r=yk3K`k_8gTU=>k
zD<-E)-5$S01eMx%%$hq<_~)lbRY{0beP5*WbVR-W+28@$reA9@C7`{{b5E9zY)?|X
zLn4Y4z458;PJuhRzH+5}-p^gC?>d9mbz8cAHO1YIXeqlvX8k!Q^2@nrD}WaUzoh*E
zY${RcUatr6VT_Q1?i81IvQhTYl-R*7pSZhLY#$0YIeumM$(U3P*;X7ABH3pbhBmYX
zXM1W#<qQ2>v>fM;1Tx$wpA8ConFQ+n4<Hfw)0zLl14zr=9CrZ@ZC7{9Z>o%$8|ES+
z|2r&fUEOf9HfF9D;Z`;KV+_GhbZsqhHf{#O!oolV82tbB8vQH$f5H-Yfm%%fNE`dW
z$@Zev2fV<*-#`HY|9KD;zIpJEb;w`V@h1WP7QpM&aK&0^VQ>Z@eCrXUjq$`8{S|9}
zk^1cj4Kr&DNW;wa0>SW$JwTcmH>|s>1;z~sxnR}=-NRVgnq4Hug+*{ELJ;4_K!9N)
zFkvtl34|jcf=CD)A`F8<kubQh5lF!m>+X#2ZffD(ZRX_We4*UJ3nZ(BPZbYa3yh|M
z3`hxx!-wMTU63r^bo}0Kz>Bu1=3kQH!kCL>$1D1ep>BYGSO@siJiNef`z}lZ;$5y{
zYw2bH{C$RtsVvt0!b^YI0`iwu?C(8f&G2cCwZ{9y8h`xX?f`()oiR?*78f^$!M}8Y
z(0cknCwB*jfBk^*x>e1btZ!qS1Z1Uo|K{v}caHFfki|E0@fVUfN*;v*gAsV&2}8kP
zArbr+j{oAJBn-X#J9?Jx7MOqY!Dau&BZTMu&5!4U<K=~f{&?~7LNNS`r{h_`FgzV9
zkN<-4x_)now_6V1QNArF3I#)uU>F1nfxwV(5dp9;4;akD`xk$Bx?-#VU?2nzz-#*B
z0SX}yFa*#F_y<iG2EiZd;sHASn+66$@bLUEnurkop8GpZ7>>ky{O>fd2=X6%LU4R;
z{TH7QTm+vYf0q>!68VQM!eA)=Z{qKK!qESThWLj*VFVH%;s25q!v6*QhlX=C!(ZX9
z7ogO#^~T^`1=7S~@u>QZUI0kR$qEa+aL`3^E6D*3fa2292qa8S4law5m6bz6<>cg%
z@-S&UNf-iyBBA)0|KBVZ@Rh?_$l72m?A_cQfgpLXFa(K$$%92uFu1HVSV#^j0~Ha%
g=cNc30+$xL0HGVs%oX=Lq{2u948X-DuZ{xzKbSPa;{X5v

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/csv/MultiColumn.csv b/src/test/resources/technology/tabula/csv/MultiColumn.csv
new file mode 100644
index 00000000..f4f2e726
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/MultiColumn.csv
@@ -0,0 +1,44 @@
+1,100,200
+2,101,201
+3,102,202
+4,103,203
+5,104,204
+6,105,205
+7,106,206
+8,107,207
+9,108,208
+10,109,209
+11,110,210
+12,111,211
+13,112,212
+14,113,213
+15,114,214
+16,115,215
+17,116,216
+18,117,217
+19,118,218
+20,119,219
+21,120,220
+22,121,221
+23,122,222
+24,123,223
+25,124,224
+26,125,225
+27,126,226
+28,127,227
+29,128,228
+30,129,229
+31,130,230
+32,131,231
+33,132,232
+34,133,233
+35,134,234
+36,135,235
+37,136,236
+38,137,237
+39,138,238
+40,139,239
+41,140,240
+42,141,241
+43,142,242
+44,143,243
\ No newline at end of file

From d4adc8134a46e36b751a668dba53f171e06f1699 Mon Sep 17 00:00:00 2001
From: Asheesh Rana <arana@policyreporter.com>
Date: Mon, 12 Mar 2018 13:40:16 -0700
Subject: [PATCH 192/364] Updated Readme

---
 README.md | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 81392fca..1f1eca39 100644
--- a/README.md
+++ b/README.md
@@ -23,10 +23,15 @@ usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f
 
 Tabula helps you extract tables from PDFs
 
- -a,--area <AREA>           Portion of the page to analyze
-                            (top,left,bottom,right). Example: --area
-                            269.875,12.75,790.5,561. Default is entire
-                            page
+ -a,--area <AREA>           Portion of the page to analyze. Accepts top,
+                            left,bottom,right.
+                            Example: --area 269.875,12.75,790.5,561.
+                            If all values are between 0-100 (inclusive)
+                            and preceded by '%', input will be taken as
+                            % of actual height or width of the page.
+                            Example: --area %0,0,100,50.
+                            To specify multiple areas, -a option should 
+                            be repeated. Default is entire page
  -b,--batch <DIRECTORY>     Convert all .pdfs in the provided directory.
  -c,--columns <COLUMNS>     X coordinates of column boundaries. Example
                             --columns 10.1,20.2,30.3

From 460ae29325966c72ec77e86a79af3d42e3a01fe4 Mon Sep 17 00:00:00 2001
From: Asheesh Rana <arana@policyreporter.com>
Date: Thu, 15 Mar 2018 08:31:29 -0700
Subject: [PATCH 193/364] -Moved area calculation in commandlineapp class -
 Moved the constants out of page class

---
 .../technology/tabula/CommandLineApp.java     | 16 +++++++++++++---
 src/main/java/technology/tabula/Page.java     | 19 -------------------
 2 files changed, 13 insertions(+), 22 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index c0d321f2..b7b9dfe9 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -35,6 +35,10 @@ public class CommandLineApp {
     private static String VERSION = "1.0.2";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2017 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
+    
+    private static final int RELATIVE_AREA_CALCULATION_MODE = 0;
+    private static final int ABSOLUTE_AREA_CALCULATION_MODE = 1;
+
 
     private Appendable defaultOutput;
     
@@ -162,7 +166,13 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
 
                 if (pageAreas != null) {
                     for (Pair<Integer, Rectangle> areaPair : pageAreas) {
-                        tables.addAll(tableExtractor.extractTables(page.getArea(areaPair.getRight(), areaPair.getLeft())));
+                        Rectangle area = areaPair.getRight();
+                        if (areaPair.getLeft() == RELATIVE_AREA_CALCULATION_MODE) { 
+                            area  = new Rectangle((float) (area.getTop() / 100 * page.getHeight()),
+                                    (float) (area.getLeft() / 100 * page.getWidth()), (float) (area.getWidth() / 100 * page.getWidth()),
+                                    (float) (area.getHeight() / 100 * page.getHeight()));                            
+                        }
+                        tables.addAll(tableExtractor.extractTables(page.getArea(area)));
                     }
                 } else {
                     tables.addAll(tableExtractor.extractTables(page));
@@ -215,11 +225,11 @@ private static List<Pair<Integer, Rectangle>> whichAreas(CommandLine line) throw
 
         List<Pair<Integer, Rectangle>> areaList = new ArrayList<Pair<Integer, Rectangle>>(); 
         for (String optionValue: optionValues) {
-            int areaCalculationMode = Page.ABSOLUTE_AREA_CALCULATION_MODE;
+            int areaCalculationMode = ABSOLUTE_AREA_CALCULATION_MODE;
             int startIndex = 0;
             if (optionValue.startsWith("%")) {
                 startIndex = 1;
-                areaCalculationMode = Page.RELATIVE_AREA_CALCULATION_MODE;
+                areaCalculationMode = RELATIVE_AREA_CALCULATION_MODE;
             }
             List<Float> f = parseFloatList(optionValue.substring(startIndex));
             if (f.size() != 4) {
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 959844ca..e8c1d636 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -21,9 +21,6 @@ public class Page extends Rectangle {
     private RectangleSpatialIndex<TextElement> spatial_index;
     private PDPage pdPage;
 
-    public static final int RELATIVE_AREA_CALCULATION_MODE = 0;
-    public static final int ABSOLUTE_AREA_CALCULATION_MODE = 1;
-
     public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage) {
         super(top, left, width, height);
         this.rotation = rotation;
@@ -50,22 +47,6 @@ public Page(float top, float left, float width, float height, int rotation, int
         this.spatial_index = index;
     }
 
-    
-    public Page getArea(float top, float left, float bottom, float right, int mode) {
-        Rectangle area = new Rectangle(top, left, right - left, bottom - top);
-        return getArea(area, mode);
-    }
-
-    public Page getArea(Rectangle area, int mode) {
-        Rectangle newArea = area;
-        if (mode == RELATIVE_AREA_CALCULATION_MODE) {
-            newArea = new Rectangle((float) (area.getTop() / 100 * getHeight()),
-                    (float) (area.getLeft() / 100 * getWidth()), (float) (area.getWidth() / 100 * getWidth()),
-                    (float) (area.getHeight() / 100 * getHeight()));
-        }
-        return getArea(newArea);
-    }
-
     public Page getArea(Rectangle area) {
         List<TextElement> t = getText(area);
         float min_char_width  = 7;

From 30bca6da6bf00dd2b4a92f4f49c7fed067bbfe2d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 15 Mar 2018 14:12:43 -0300
Subject: [PATCH 194/364] Add AppVeyor badge

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 1f1eca39..369444b4 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
+tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Build status](https://ci.appveyor.com/api/projects/status/l5gym1mjhrd2v8yn?svg=true)](https://ci.appveyor.com/project/jazzido/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 ===========
 
 `tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that powers [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.

From 7ea070e55b70930dabf7dda354190066a1e09a8e Mon Sep 17 00:00:00 2001
From: Asheesh Rana <arana@policyreporter.com>
Date: Fri, 16 Mar 2018 10:03:42 -0700
Subject: [PATCH 195/364] 1966-tabula-java-column-option-with-lattice
 (PolicyReporter/requests#1966) - Removed unused variable outFile in
 CommandLineApp.java - Removed Unused imports - Moved VerticalRulingPositions
 out of extractor - Added tests

---
 .../technology/tabula/CommandLineApp.java     |  25 +++++++---------
 .../technology/tabula/TestCommandLineApp.java |  27 ++++++++++++++++++
 .../technology/tabula/AnimalSounds.pdf        | Bin 0 -> 11998 bytes
 .../technology/tabula/AnimalSounds1.pdf       | Bin 0 -> 13784 bytes
 .../technology/tabula/csv/AnimalSounds.csv    |   8 ++++++
 .../technology/tabula/json/AnimalSounds1.json |   1 +
 6 files changed, 47 insertions(+), 14 deletions(-)
 create mode 100644 src/test/resources/technology/tabula/AnimalSounds.pdf
 create mode 100644 src/test/resources/technology/tabula/AnimalSounds1.pdf
 create mode 100644 src/test/resources/technology/tabula/csv/AnimalSounds.csv
 create mode 100644 src/test/resources/technology/tabula/json/AnimalSounds1.json

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index b7b9dfe9..6d3c34a6 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -6,10 +6,7 @@
 import java.io.FileWriter;
 import java.io.IOException;
 import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
 import java.util.List;
-import java.util.Map;
 
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
@@ -47,6 +44,7 @@ public class CommandLineApp {
     private OutputFormat outputFormat;
     private String password;
     private TableExtractor tableExtractor;
+    private List<Float> verticalRulingPositions;
 
     public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseException {
         this.defaultOutput = defaultOutput;
@@ -58,6 +56,10 @@ public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseEx
         if (line.hasOption('s')) {
             this.password = line.getOptionValue('s');
         }
+        if (line.hasOption('c')) {
+            this.verticalRulingPositions = parseFloatList(line.getOptionValue('c'));
+        }
+
     }
 
     public static void main(String[] args) {
@@ -123,7 +125,6 @@ public boolean accept(File dir, String name) {
     }
 
     public void extractFileTables(CommandLine line, File pdfFile) throws ParseException {
-        Appendable outFile = this.defaultOutput;
         if (!line.hasOption('o')) {
             extractFile(pdfFile, this.defaultOutput);
             return;
@@ -164,6 +165,12 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
             while (pageIterator.hasNext()) {
                 Page page = pageIterator.next();
 
+                if (verticalRulingPositions != null) {
+                    for (Float verticalRulingPosition: verticalRulingPositions) {
+                        page.addRuling(new Ruling(0, verticalRulingPosition, 0.0f, (float) page.getHeight()));
+                    }
+                }
+
                 if (pageAreas != null) {
                     for (Pair<Integer, Rectangle> areaPair : pageAreas) {
                         Rectangle area = areaPair.getRight();
@@ -264,9 +271,6 @@ private static TableExtractor createExtractor(CommandLine line) throws ParseExce
         extractor.setMethod(CommandLineApp.whichExtractionMethod(line));
         extractor.setUseLineReturns(line.hasOption('u'));
 
-        if (line.hasOption('c')) {
-            extractor.setVerticalRulingPositions(parseFloatList(line.getOptionValue('c')));
-        }
         return extractor;
     }
 
@@ -362,10 +366,6 @@ private static class TableExtractor {
         public TableExtractor() {
         }
 
-        public void setVerticalRulingPositions(List<Float> positions) {
-            this.verticalRulingPositions = positions;
-        }
-
         public void setGuess(boolean guess) {
             this.guess = guess;
         }
@@ -410,9 +410,6 @@ public List<Table> extractTablesBasic(Page page) {
                 return tables;
             }
 
-            if (verticalRulingPositions != null) {
-                return basicExtractor.extract(page, verticalRulingPositions);
-            }
             return basicExtractor.extract(page);
         }
 
diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 81b30d4b..f2eb2b2b 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -185,4 +185,31 @@ public void testExtractWithPercentAndAbsoluteArea() throws ParseException, IOExc
         }));
     }
 
+    @Test
+    public void testLatticeModeWithColumnOption() throws ParseException, IOException {
+
+        String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/AnimalSounds.csv");
+
+        assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/AnimalSounds.pdf",
+                "-p", "1", "-c",
+                "59,218,331,551", "-l",
+                "-f", "CSV"
+        }));
+    }
+
+    @Test
+    public void testLatticeModeWithColumnAndMultipleAreasOption() throws ParseException, IOException {
+
+        String expectedJson = UtilsForTesting.loadJson("src/test/resources/technology/tabula/json/AnimalSounds1.json");
+        String resultJson = this.csvFromCommandLineArgs(new String[]{
+                "src/test/resources/technology/tabula/AnimalSounds1.pdf",
+                "-p", "1", "-c", "57,136,197,296,314,391,457,553",
+                "-a", "%0,0,100,50", "-a", "%0,50,100,100",
+                 "-l", "-f", "JSON"
+        });
+        System.out.println("Returned Json: \n" + resultJson);
+        assertEquals(expectedJson, resultJson);
+    }
+
 }
diff --git a/src/test/resources/technology/tabula/AnimalSounds.pdf b/src/test/resources/technology/tabula/AnimalSounds.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..ad6c78cfad8469b5282c482d0274d3628b67e89a
GIT binary patch
literal 11998
zcmaia1z1#F*S1K>(2`0G-OLQb(4B$^NT=k`-QAJ`64EItjdUp~4bt5pQqmy(55Dz0
z-}`;nf37)m_FjAKwbx$jUgunM=B8JYlxBx;Z~^E$^Ez8P>pHUloIo(p&d3rVC<u~=
z+nPC>1EC0sGDzCO+8OQ$lD0N<hD*YY?M&dp!T={{N4TL4z&*WNb-=O{jMuWu>dc`z
zxx)?)6vS-Ihn*^U?jp<Sm~&j-mgmvATF+W2bg!6{WsD9+TMzsH>cic1e}*^VDdtwO
zaTMZ9keRu(+zl_-ri{c!y%MW2Onh#aoUJcuHMEg)m4|C0FlI{+wec!0n9JY)Txj`G
z&uV1ilaNN?x%2)~Ukf!_(dJX6A<R}iWT~E^d6gmRpQ)G}5^uk<gr)92g7K_2&c0WJ
zuHe%Ep63+f+0rgZ(LA%ujD)ak(?_r?5B(M#V|%*(bTX`$uOn#c9rC+sna};|(hjq7
z_)R!O8?ujZIRGiAN^Aat(Hot#=<kN9ccyW2_wjqxgZtHw1=s9j6q|w+O0wHm3O?}B
zt*R8Y;bQDU@C^hr2jZgF%418u?k9-khfo)eo=QpgE6on#oV()`(6W8{!rh_#7{|NI
z&5n1b+Owk?uTui@vRH5s#LHq(;i|fpyoryg*>?OmUEn7BbYq@a`1m40k4?qX-F$fW
zgi<qOi9l&Qu12FX{eDMAK$ti1e!qwGN5w_1Xcw*@(hVa)#)sVg{xhLEp|S|}TT~g;
z$XNi~*5sd=L$n@}4S2}$LxT$nc^Lg8gZ&p0xc?6%{1Yh<AOyzE%k@`WEP7hGlTFtC
zd;_KJ`)smnC{(8TT+8E{x+fw&Sy0g7M$YIdU!4l8C|h@&agYsjU0i}pn8nj<9A-3S
zO6J16Rtt{&Mk$5>0;W(>!2W)ILJhW!2hjzWQ2LU%gGK+UC|g!-y>tZm<6F-!*SpbB
zs8>bn)Y5M2bS9H<15~`mB>7NsX9u?%=U0PoGTyO@c-u@ZD@XZ)`J3o{4Dkki=bpL?
zs>>}a5FSlBjiigE*K*V%d*CUAdX7@OOUIKYr&7pqLFUD_N4l{r?qixhGPU4@p^m$~
z%)8%7WD}D-M*1Ch>^`IA?;W!^BW}&AKxd&}$V-Ul`1bU>zVPDh#PC`*Fo^fZzNuy<
zridUgNqE20=`6@i8V;kHJ%4&0OXW*w=<jzrW~3r}O%7s8C?<C)mrhHn7$<v&%23^H
zSxv%kO2pT9f1k952Z?9smitHxIZt;uVhqa=l<YnAs&U&+vCh2PxTh!K`!pT2!OJIw
z6Fc4Kax98`6#wQk0rl+k$;Q@`{G=>v>X_Krk(6^3zNmHP7GPtVoMZQZA|;TqFUG8N
zjq!HFbYoNYn4gVCL`)+*4wpJ~LHbRHmWbrcq(*AQK#vTMm8+T9GTrhDPMiz**>&j8
zCtI7R8&bz$>+Y0wrmdWJU97^;Z3+`yVI5iA*|#>X%<6BvgNh38Bb4{4cY8H@Eyt3i
zj@Se{wm#m@_0krNZ#^4Kqf~_*O*<(%EKK;!G=^ID2%s<txP|H8@;$!_1%1ibXn*XB
z^IG2`K}X)XPqCqY8}r6G?&Vw|<9Oxv*|^`PL?2R)N^-s?bIXmC71II!RcxyKJ++4u
zXX#8fZ}gNWA%WC7Oy@DhzD-%0_6-@2?qZAY;#|SEkgFzGZApHr8mk7|*J97vF?zK~
zmX=L;{>j!*26SF!&vjNFt(8MWF}`H@H8auU5hP|J0=!biLnlcIiC&ch4A_Sc5odLo
zO`pd+6(zvbAzdh6f*Ugn7|@P`pBgF24|Z!XVUo+g2%GhJR*=w<z?qy)qVb-{86zgy
zJ%5-sGlZR;Vn$eX3nMK2LhIUciulK81xnWi+dKo^*S6hPlAYz5u~)$3C&sA@uuNF&
z!e?d9#FF*`G@bCv%o)-_ebmzSp^C4T?`ZivoV5~agb5XX>+tXFlH0mvmpa?fEUWZ{
z^gic?i#Ial7^y_GCb&2%k+V`zHSX4AT4N@fcV^oEoQp=G5}(8W;%l-I9h^f~)uxi9
zX+Q2kCPyio;JLFyK<_+tmd3eT`n86Rj?n3p(qY36rTeJmeo6ktix8%*pZC({(DpLf
zwgMcUR&wm3-Pl;Pm>KX>a*T{j%B3IpXPL2(GFLkFm>q^Yob<KRQz$w`cu4bO44+E$
zazO7#9&7C^CiBJu+V&v}JTLJl?S3%I3(nB__w7f1OJK3uY)7R|TOPH}_VK5)AsJov
zFJ+2BaW>J6VH@libPYg?XNob&^V_}lo^%qFr`a~s^{(&eg88gEGd(AMw<{UBlX*^`
zO@JwVXzpo4=b=ViVUtUbI*DRSYFFPta*`wE#EY#TpOVROel*LtiBYb&plE2*4SHRA
zzQX04>8a?WbXQ-}6G9MH^s^u?fwsnlE|1^(1@)}anK99uyeFum2CXiG$ru%kiC_;)
z=v2P-<VBq;_-P88p>{m5og;;1wam<cekulKSDEd5qaZtlBEj-$*NoAq!<Y<lyeNfK
zU8xu-O-E!5|Cd5TU^MufUj59fJ!9S@ZQhmbFqESCoDgDp-ef0~<cb=XQoFNKyV<cS
zc~d%=Xd%Im34QLU!p_)KGzxGmlu>4Hh1~lQ{@D{evdYy@dI2NBmI^pao~pb-$~|Rz
z)UN(Pc~!AdU5~4Tl^NGZ@7~E0O=L`Q<(sLDaST@%^sVAFsAy<0hjxB!0V{7P<#XqU
zf?utQ;#_T|GN65Is(D>VA|Qyb*fvhfK<9`4A*wjkLQ5TOywSR(?pZ4vJSR1bEOeZr
zcu-OzoK~kXTzYE6IgNwtO&TS!jHBSLj?B*uN)PeC^omz_I~`-3K|!03pMR$uZ2d?n
zk&1fSn@l%q@T)OGVNHvS@~FnO)L<rA@toK8qt&xMPt9d@9rcJ$Wv+wBZguZu?ag)*
zqYKY8NtR}(j!@7SQVnbjthu9I1liXL+Ox^uDg*b!Y9!3&f-}fN4&1eAOp>DjSZ!B&
zg#lnqh39B_yIe_u+bWnta7@|YPJC(@O@0+>@MfMtC)T%eh`1WVCQBZ<EW1Uc;4lP@
z@DxQnvz=cZdn1qdxD67bnnwDY3oGUmy$ryZ6p}|6>Q<+(-Q@GKN0$B9FwS|`Tg&aY
zzl?UpjMwXwK_Q=V7oPrnhJj{YiI16zb}#l=u;jaZrdn^9a$4`1q$R;~MfSJTO75=!
z<$3l*O-!1P`a(y~?@*L*8wxt3sF{iHx*#9@vb0(JW#N+dp`0ee!D>SmQUp`k(mxY~
zxi)s410jkPlf|l@0U+?^CfRWiQf~Vr&xNd77BTduVNniJQ1VI(#&F7t6hS&?JA{Co
zyWN+d>lGfiSQ^HTeB}&E^(zC;0E0k3!mn4DPd-<nhCpo}a~KBZGLXXBD=~~14%0+A
z#ol5_68wAxZhy}qF=HOMyJ02sV`rht*#2AXS<^r{MUr0LHw`18aMp<W`pL7B)-O+$
ze?dvxwQbroU_R;^pyFg>R}FSlD$VUQx0AN!)ek1?L5J~MD?>d6zK%O>6B`uvhs!HT
zYHDgYtLutR<iA6F`h>(sCKR;2k;)h^mybZPS|+-45&(epbFL4s)Hc%L7wD$jfJ)=4
zOXNo4YJ7;tZNZ}oksrY)3htvA42(|{ioOjSGInL)xr(O|?4(!DU{q(U7<6JV+UF{e
zx{42Ch%vrU;N1;&;I`+&%q)u>rbx2DR1=38Wj~iKDL{dBIJe&stF^Hls%a0R72tHP
zHD(%pSjg1a3~4I)>NokS9*e<lW_;`me0gc(Ou*GY5jRoYZ$J9e^*$W#TAo{5ZC>op
z?J=t0(}=RGmHRQp{LuMKQJH7d@&j7XWJie(axl8kNE&_hC>40O1}&qV>U+v7b-dD_
z7V4z6k4dV<zXN<(U#OGTi+2EIv@~i0mjGRWc&xyp*<`3*AWL@qHZcEDLMq|hsmShv
zCk4Us%FA$DWzUE$b@n%bfE7@mceScIi)=nz`B#11c`kakq&wqel5i^vEu#|O2iMa8
zsl#9{o9`@ULyqy6Cj<Qp+DjUZMGI7#d1(ik@b8Hq5-yQB^ulM$Rf{JJULn=`Qo2O&
zO)$G&8dT#Z{x+z?WfNAqTA`&%zi8*9y6Hvl@wWepTX*^BM!4ui47C$_DS9Y2V)Fbb
z0e4OKy?13Y_WBGeRm*me0~Os2`Lz$;d7nz2{i#JwwXpjr`tnITlSFen`hX9xU|KU#
zd!-0BP}uxsg`rWx*0W7RDy;QmW!b5QpwUb-EPIR)JmZ1&Vt%TP-hc%@+Q16JP3Xt#
zW5Mry$lGzbX5??qf7guYK!yGKcFRsJ&}Ywtx-ZjroM>|lZ*!Gzhd-9+m!-8pW__ne
zJFc#tSFb94J~#04>iHtkH`MGVfkegDXzAc0Yjdo){gXE~K8=x0D+41@bTmO|UGkLo
zMQXwFy4&Fh0eXtWRsM5{;dH*hqRBZ_${4fm#%^|`v{{4Xx3Na{&v@DG!0*#_Bjpa!
zRZWe~(ZhV*DV>LrEhr7v`Be#7f@Wr3jT`iD%feI!>4lW&dmTh@JKHMVi6%seK4_z7
z7Sm_<qgVH7G@3Bq-1G_w#P<cZSA8uNx?0Kk=CV4q246<|d~iP8yxYWbxn+0TKY`>m
zJ0(_W)9L{OEs!)#HJ=bEjxjUU;n3-Fr-Debvpu`11@ZlKBA5@;Kb@i<I+v~x-954s
zE({=n*~=mKaM^1jU&HXGMKzJDVFqLV+3gE$U};z~B^Ta=zdmvt+Bewy?`^NACawI<
z4dPtzL1Z=|xxJqZL$cs;C_~r{V!E8338wzJ-@l8#Dp;}R`o)vo%5AWq^Fm46P|2JP
z5ILEcdxBoW=NTE!Q;Xt`S=G+chepJWXOmsuo`*d=w^D>1V&i|<WAohtIVC?qvC!jC
zuYaUhR@hw<c}P(`$ZSd1I*sj1fBsE~6k{D-(%sRSKr{!tMHD0GCgxyqUPH(W>1I<=
zrF?_2r?oHBNwMkE(yQ?U2Y81~uT?G=h(|<Ut?fiTEql`Z^*u`z&MuC`OMgwuDzOeU
z826!aT{+pH{d#<B!JMX^maLYtK?j$6v1Oatd5RFT@8IPlvcL?UgYb!)tLXvOa?7(l
z9&FpKU#w{tb5=GgUK-Oo8uPk?)1Q82iY{)_$c((G&p8hZ%sxN94ImdXJ4WZlWWlQC
zF+>&_*O&7kkoQ}E_i|#5NyTIkO{`#;u<uxgw0A`G*-(7SDKkM{@1e&cNq$y>59ewE
zoaB4+_;pBx^t&<nv&vvUnpx*xJYPL_HSE%x&dz-V+?MP7NSEZF$N62Jbl?BpwR_`k
zx^{7YY{c>-DfghBMSTrtn+|!5rTWc5uhSzYb`OT2(f5Ufx*sVC#K9}}MX0qxVc&MJ
ziad~+P~m26bfjlA=|t2Ffpq<7FY^U9;!&H2ytEpspN1XzG8Y>DPD@}(y_=|Xx5Xe;
zLUTXe{4`C;*Iw4h>v3RX-zn4w?GpfA?27zen(0Gt_>m`SMZKE#RxL)z>l$}U;kG$9
z!YV`vcai(76Iqo*WUd}*-|Acc&-XRmIN7X&kljHk1%Y-HQ@2@2!0f(u?&umW>6y0F
zOHr#nLfGtC^fE>lM#)X-@hAJhpD3*a4CCF3b0#{~LA-E!7H`j7#r;!xYiOb#S4K|t
zT7hDa99J^ZtF1SJB*7oN>Op+Eua7c@?7rMoL%*kaXEOpW-e6Xc$xt4X!3K0U4+7S5
zapM=$R#s(VGQ7jSsgr%10==HPqyw_MmdL;L(EJ9{Oy2rYrd}wrQn}-S{lk2Tvjxux
zlez)#22)J;Nen1>_-&;Fb)M7HS_)YyVX<hawHZr-hng_!mByqID8XrPztl7pCwW;b
zL-1mt>VEQYG2*k-?$?_RiGbeP56cvbci0CV#qEjbB|HoD`QMQF+@gq|EiY=g-4t|7
z{c0)?(fQ@tI(Be2t!Bqm%BEkPGFgLDvp9c)@ouo<Wky#r;}gr=IZG8nO@I<sq(a;J
zLV;-J(nmGpawrx2H7pb7^G<ka11*~p^eE*;j~;+#4k*y_IZ};=r1+S%L^Z#uO;uts
z(MD?`!Zn+(>FOuDk3RD9uZ=9H=UJapZa8_xygIsDtw7E0U2moYE1t{i^2}SO3<ZlA
z*z5pH=;{MB<~^=UY2dzQ{u_a*BSUHcR{?5<J(3qv?-lx&p6l1iRB<sq4a#g_Ekn)p
z*i6pj3t9?WdTSA@aooQF?dz;0;`bH)RO-SlNFlHA^@8dE`z~wKNu70>Q;g(AC2Es*
zAJ13)wO4mEmz^6reOVmr_se}rmP|4FQUbc7lmkWjT24Rs!VNRqb$$&(*maA3VzqTV
zj?aY}Kr!OqBp-HYf!=u;#tE^u06kM2KfU?dRsrx<C&pHb9QdG?bWXCPq|lNwPNBP>
za$?e>cVF{)cM7@QwJhCxe}1Iw+<DpW8kx2EoN{Kq_IQNA$F4@=AbzQ!+0JIJsj1X^
z_DAb9g-<cvWsmXhRZs~}1=|_NS5y7Nx6?nGQhx3Cq1_puR%ji1X@f{+YPbtCpyHVZ
z6NIw>tU2$6guzSxj~x^VgB?My>j}8mA-xz>pL56g7;kzp6!}(5_GS{~p4KW9ne;GV
z+2s>>3OjaGq#p(nWZFN@Z20BU;Ty6zgrkLx)jWeC?b_S466|OE+nq&VGkD$NMvT$g
zsiWXD$GV(=&Ef`&s?c=U@0o8z8k`EUhs6^*Uj0(P|A!g(dgu><K|6xI>?EU~_MYe9
zco^&&HKZ;7vnd1I);VxE<x?4mwcM>TZi|ZVC9W^EFN>9$X~zc-BI&RLWq(4#0WB*c
zwtPcNbv|WK@0M>%&g`x$yWT>TtHtpPJOv5`UuP=o#l#jf7jULE_zQVW`OF!Rsxx%}
zLbUm-v;J}ow){*liQj8|>C+9xuMBR-G?T%4?I_XX8o{jic(V=6eUHLIk;KHJlhk7_
zxiqn|*KTOXjpTby&zCGWoD%p*7ap1BJAA|&Chl;jrUR^+Q%?|zd(!5tnS7y3$V+YT
zGR>mdNZ&X&u_?3^J=);-IvLNECC4G;@c37#${{gU7B2+mAlI-zt}!m~Q!3!ArrPgq
z?kW9*xTrK=#Ut`>Vc|Dwjz3tO8Q%6;uO2=b?b_T-ac%?<5f7q$;Ly*_as1VZgpDg%
zS)-Lb{J5GuyWZa*0F#&(9*|4SYaMV)99BIF2(f>M)JZJ*)Tn)I?(vqE%;!g;Of+f8
zG9m1EHU3%Hc`Ih@_8~(N5)e#h&K05(t64+SCIU4!b|xQ-!uCP_+yymvt`%8<NX2uK
z_Nvw8`$~?>Af|MW-x<sGx4Tv{+08v&XRj!J*cnke`bWwOwJl1w(&_17*q+9apT2jn
zNKPhdY~-&l|6Z<cM3FxXeSQg?qRc>|%_<ofcR@RT=SI@8BpyZ_SdWKE>|TgBOxQt-
z^*Po9t)uYSjT+jXiTQxCyBVoN#Ib{PUD9X+DIG;DGrM&LzRhR#jZT>Y+qA0f{9Vp&
zdXY{Q|FKRxzT=6y%mZK6#?{(SNmP7DS#4hTmomaf85OT6cpa&=(p*1p3}@ZS3Hu3!
z)kcKZynv&90Muw#OIfrD4YqBvVhNg!?Vj8qwJPKfb+e^gNzXSWZ@QT{yy(p6Zlw01
zd!eSD>CxR^n#(Dq=7gK5t9CirZ%1!+q-m{M;SNW=S9WYOOeuav<?E*YCaw7GVxOsS
zK#Nv*8u@$ebpCepnmNa^#%{`zQIk`2`DnpWs@`fsKGo<%|Ln07&6mggeaM}ZK+2->
z!?s}bZ(1Thk(f)OY89ndRj-4f5${yHd2@#inseDu%3}Bwj|5-7-XTEB`+{Mh>~)CN
zyGl%{?X{Dy|FtDo$AgV||3`<{`L6}MhC7;=?r&qW`B^v1xN%vUsl;?PZz`ge!FR|P
zgqaK5Dev&^aNUVHItac;b(wtL+T1GHw=66v`cB0}!?35huW6_?gi2nhM9Pgyc$LeM
zY~S91dCCFgV5`#w?*t}e267xWi#m$E#grszm;vKp7s@#NWXqLrSTQFS6tKP*(8qpN
zoU)7!y4L(?iTD*i;numXbFu#_#BCY%!;Os4CZ@WHFuAP|wI7ekmSuElXVaG6#7iVg
zQ_VT^r(9jO)0m!xC87togvl;HlQqc)JB(Cgq@MR^=^QqMt#O-L`GXBZpV3V|;cQ^r
zGdQ=HfA1RbtfzUR5Ao7(NpnnVs~n~A2a4+qYz2~jy%~)j=e5i`O`_&Yu(Q?|6JNf1
zD^Q1m7EeM}*LHA++_ocZ->!b%H-66PzS&4MxV{7f>ocC-L~>dtzhjsFP#mTiS*oBx
zJvH%`IDgcf^N1ZOUYNeL3nd$k3SN-)LdTJdefC5CAYIzvEbP{1@AJZ1PQc5Ua(U@^
zOWC=tt>N{!&U#P`N!>nqBYbB?qrC)6g!iuh;LZHa4qCFHPk(8~=N&)Vg!%rsaQa-b
zyWdNy$0A!zGn91+cju2UDjy#g5w3G-`;$k#2B&f9a)j0mOa>%oJ4+jVna7HICJDuZ
zro$vUunv+9C$J#U-{XfwZq?H$WR&oI*(nOM#Z|6zY3>B4PfCq!s|Ct7n}eNi)t217
z)!b8+#tz=tLK{@zH_8g`URp7Io12-bO;1oK>xr*g&N-KKvcIm!OOfb1CBKmqPAiuQ
zMr~Nu>_gpdKxH>?3u+n5TixeI&Rh||evPbQ`Y4lLr?$gDsd)10G+fvvo8(>Lp8X(B
z=swsww1J|-6>kr05qjdv+q3cnYc6L9$HkS`DwJgZJ@srBL;LGK93oe|eFGz?s=k3r
z-eIMPEjou`=;=M7ZcgbyKYG%EeDd$A()3Gqmv0v+o*`|E{jC$B?Cz%-pAgT8_WMTl
zcNty;I8Ey1&JH>S!u@;lW^YEat}aJSe$N+4Tz#cG_&CDb%g6k2g7l;&0`Z*Iv*+D2
z{UU0pv}xgJMnoi=V;`?%!m?&c!p>353Lx1B@vEO2jW&Kfk+KA2MTr9V-?p7dkwiF_
zpa#FL>3pI#Y&zpC`r6sk^Ts5$Is8lhTYf77$_rj))z@90JevEG3p*E;a@g7MCWteJ
za|pRC1qYlgozCwe&&no0af62v624QI_5fL!u63XT45|{T6AT|SUt^a9`0+G)jO_N!
z$1NX(7H^mkQqG@j%+4FA=pP#wv9PjMcTDy{oU~FXDTBSt+v9KWPHSdlg%jBdMJ{*S
zoF;bzg9d3M!%>zK3SPFpDUsD`C^mnVl9eR$!;>)jqj<ch3%mX%uI5WQN22IP%7Bqg
zC#j%@1uDF=5V=wovy9@mxwZBU#35GHZ!lN2%}d@kX>00YR$H~JVv4iNPjobDlUATg
z3V(ZlF(Rp87^mH!gt_(XI1(D$nUzw_Pj;sHoY~7}75XHFo<4+j>T#jjfWnkqcfvsR
zy8#pei-d5(lD7uzs^E>3H_MlN=vgBeF(WjlK3*NXM+Jj^mwx=ZSD-=<7D4ao3cEcW
zLdv$JM2Sh|%gB!|pVZ*15T53368FUPZ85#Og-*AxhZ6-M&%an;Xi~P=ZGH8%x?z0P
zzJtAd^8+_4g}|+KpRd7GOv3p1u%lQf<bEr@FaCDgdVhP7c;npXy1_Q9y-{T8+Wxxy
zu6X|pby{7h>em@<%#LF&eeN#kT<v9bE>YU_a>xEc^+j8B`|b5tc_$s{!U!rK$a5C|
zQw$>jsdpU7y-pmdn#e%eKieM@z+2((1mMm0HwMg9_%}S>A+*;->IAG90iLk5RXmbK
zdcnZr&y?+{jI<6&R%+9ldcm~9BoPB?X^q&!t=8ZjE2t(|9IDjq6t(;zZ+|bbec%`&
zKsY4Xwc`i+7Ldpk-mK|N$j6T?CDnp>z178fI5qr8zp{k1DKaOA^apXLO!r}=k^hkq
zuNqcQ#Hu}H4}|6inIP(1GfLLO5{Ia+`{a-glXOO69oSD*ej#lLHwq(?s3iT4*}ayK
zrRP{-9kU}(m0K;WV><aU>C629RVo%#n5)X$N}W0QH)HOemCBPj(2Z|Y?%gF>LEklr
zu(^Pq!(-u@X|Njv#SnXGy6lAlxxVTLZ`ft-#%`a+)<~ex+n0%ipO;aL^**0Q(N4SW
zsNY06<@?55jbBHka@@{=XZ;y%uULoDv7T(J{xT7|ROUAMwyCU6@bNbUf)VWAXsH}{
z`}7XaqT~Frw_O_##eDXRe4_F42uUpWo<QX?16FK>(R}pTsAGCi=bhs($md6fwk^zy
z`~i1U$9P(DJ(V_H&BzX^_+O(O4#|Fo@HEg-t^3g@03240r8JL1KC64k<*Q=<Sg0VL
z=y76ov>Up8aY8hNYEyq+@6mawpjVCfyN)RSo0NKWmZ}Q&c6icCz}su;d)na9*Nj*u
zCQIqDRCrF+3qQgloCj<uFY0_7*@43ujyht;eL;>ovd$X~3+l0Hz449$p~-Em^^<f|
zQ@#7Tr2fQ>Wz^LT&=h_5BqzK6eL>~!l1*1(<_(S4zfi9RCJ4Mk7tm+`feSxgd;#m&
zo|uFyG1sGZZO6_7IA1oX*s_MJ@G{h^Z3G?$E(}v6Ub*zyz*6#mmn{r$E-8D{)Wb})
zhATGe5_L<4ljc1(JkQP?1+v)Gvr2Xsm&guUnV%AO=D5Gui}+?szPGqUK(gh=j>pPM
ztQHnE`t$rtSOWt;X(Ud_TI*=Q@d7L<S1lsVKB7RWMO9beyV}x1GkaVIkq&K8>tY(s
zyxaL(G!0xADYTAQu`2l%^7Z4pAH6Gh`>Kf=stKSbE>AwkgZHFQ*MoBG^F+AZgGl!?
z`@(ohXO{#BW3Xr{-9)WHcI+g#IqoJvju5mCBb^X?V>dTDjbNl^nxG>*8ku#W-kmc6
zbg$5kRz2t1oa1*WT07=ZGOkixB@##OCQSTFWY0Tl-&fZy1^iU{)X-d5Um~+W@%(9L
zY|hd?GH=7av;#v_ST1z}+yK~wS-3#NEcK-somN7q6?wj!n&q=R`!_Ff2Nq{PI^mgl
zqMhAle48mMiDDb`yv5cdO5Fw#PCDDLJz^fIYYF6-4~3dyi_W>q-Ai{f2F@hwRn|pT
z;HS^py2V$&*DZZn;vJqMc#h?g^G(U7RZl{mw&)3j_&HO_G9PJ_)cbJ|j9Xt^5=~`}
zJmP%6;{)@#DBaTnR+{-{8lM-zm={vHJW3u-xk0_=yh|#H-5zev!05c!5JH^Xm7+59
z>0w_>MpY-lAzj3h5yn+tl*rAtsaOuedyF+aTASStIB@$4w#5e$)(4kB&m)&fBYV$D
z^QuoTV7Zs*Mcb~N*UHq|)7+6{#zk3ZCJG7oa@{pn94z{Dpa9FgsP54IP|xfB+@SeZ
zGO|=zif#J&qv&-Xg7Ej?U#W&qJA9w$=+Vg;ZAf$WR(j&G#9cno^FNSN79(C|kCX0-
zSaYWui!{NmLywIRmatx8dIsF2ON#P7vi>kLN9Q!!RrIo|mUz3_KEyO{J|uVcBqHyF
zm?vaJxqsh;@fcsc*OD_>6~7AuiWQr%dVBHXx7T`_mK76JIow-qMW4^nkAChej}vH^
zo>Q-9_Q_^#){!4_$Hx~JQqS@6K^=QM!L;~OnAKX_3;SWC{gpTG;&y0;)yWJrZ8S6;
zXv=4!PW1*8Ee1KbdCtNo247oW^lG<K!i0NypFo>xtR)(b&1~%92j=jFeIu(kLn}2R
zUEeILMCb-SjA@ar(?lp0M=tha=+%eTO2}s!O22Bg7A;r^@n!T~<^L#87PrsYHZ?=<
zBx@lD_i?M<!qahkG>!MnkC}BuSI5K?04XbETa3wd2$_F-D16iWI=b3-Le8?x#*uE{
z)M1wP<-*7hqCPb51JgJ7a91*W5-6Gem|VYI6I_w#nGM$bYX&Lp82BK!YTT3cggSAy
z^LlD2Djk7t9o&;>ylNZCI+t|W_fs00i3yGr#_u_mM{WY8y(Oo%lfWum`VQX`(5ijn
z=kj8X1QK8ukJh=<V<GuA5tED+32_ZE@H{fk^KH|+#4+>aA@y@U{sYsd@PQKPXEKI2
zFSP_WbzbK!_U*++6ejTWh~zfnjoYafL{_yBCV6a|9gTJhf~Ctl=EfoyM!!1#2%UXB
zPTwQnI9Pr0^_9$J1O(f(r^g^9$#<hlEBY=#eqw(xV!4K18-fn2_QsFDEfkwdcb~=L
zvg8;^jnw>-&MehW=2b;yc7p}cON2hFTmLPso0EdqNO`|tCBLuVicN!(jb0c3cr6e(
z`zRxiLOuQia8;+HO53}lUDzk7Q;zeUJ1hPdz%?u07xMT*%q*C@UDvg33u=oBDN)#J
zcfH21B*U+S%x}6GE7QcS@Z^?vE0=>0q%Rl!4?Vr72X1R;dU!Ab0hmY6&jpbKou4uk
ztV}ZF6&f5AuG|xbh>+jDzaH3lJiQ)o#?Tl=<?MU-8{NAbJ^T8RWAF9V#q9z5a!jk=
zsSmvTm(ce(k$}|;f&txwQt#&5de&u2M!Q@SJB^loKd;~WUGow30d{_o^$n-%Ywq3d
z*52+nd%wGWZ@3R1I^~Wy+#i=t=X*_^v2F1;9&Ieedmq03F0|vBaN<Y%8{78O@Vn5S
z=gc+OZzIQXS|Une8u?<x>D7XWhlq?w@nV*lxjQkpI8-Z~f5AR3%T?&h9F|6|Cck&n
z;rUuC{sGgH+j`U%rKH>H{##RvXUmr^-xqcp>Nl3s4usq*Xk4!k_jBt{I?<(Z?PCu3
zt0T#dLH1JUa=OS-n0l^RWqO<I^B)?pZWHQV=hH8-+ZFmI!(U8Wf3ml+&|P6Ud^S(S
zROuhaztlZ_NOsBO$Kw~Gv1xrQpvUg6_?z)IeM7^F%$ZD&td;C?e4Iepq?OD}heU^`
zC0c*JvTbsrVKCpy8Rki*Z{uBf6eJBdqZJIie@<z~JKpvZ8?yylIcR(lT+%mcdz3Pd
zoozLJ?YvK(o#T_YSdup7z^_+mTM<1S`@92NM--{h(7Cj%HqYeNV)C@$ES&rvhS30p
z6n+rSPh`i~%)l7?vY8qU@vlI|A?KI0jGSU*(Ghss{;};!l9cSJ4VJNlK9?zVZ9q<r
zJ4SPM9?HDHk*u6+BG7(U2_VP0o@eqT1T2FMp<&8-@=185Iyjoze+)_4j)LY?4E?3D
zWP<05%xL^V%2LDmEB(~4i<tj~==4BgdSEy4LAkj8&2-}V57SB2!yXQjwzGAXggY5K
zTG%_=AvkY{u7aTr93(FGaInf-7{MJ4oh|HaRp5>mrho@hoS74l3(-Jmii_L1>#)PP
zpg?vg7z%`N^6&!rcscbzvd)Iq7RF+>X4Y^Z7yuG;GDf^~1M>1g0HBA(9y;ut5N-fS
z!qEN&+``P<88HtrsNxK_Q3vuOraYKO@bKWAzz1%YG62D}`WIP?_di?s7i|y5`Trs9
z>BYUW4FcmyU!->oIO7`<w1o%1SAI%IeEWKw(!cFJ4UzG)&nxF=gWuJ69-j(k;)+0U
zB6n0%d~x&_XLJpS_3X6K$KBnq!&nzQ35s6S_&_UIJ$WQ-g1(!92DmzvQfvo51HDhY
z#`lP;`0Cb)C<70>Ygas-2-0HK)~1u1YxTkYDQ~fkb!)y~9tcjJH&O!gCh9D2T}41T
zRF_un`fOogQxR&ZRd4&Iup8zUfW3KxQtF8wj|y(<>*L8AU5Cu}y-SYEl)tfDkmDDc
zZBU#b@tF!!GY(E<agy|=dW5zxPC<?XcIl5}dBfjRHD&@y78GX*ppzqe(r0niy>gDY
zO`j&I774Gdq6Y86B~AUJwph-mRrPN#dP_w3S<e+eW!;|Pr`)a+rrg5dvm*IUvm!KE
zlltSpDUoQ}c7YS9<>*4jiE%-s)Jb>WIhyZ5CIx%J&r3Ank*a|I1$=z}Nz%V@22yb`
za()1vs-p}1k5t^y3I34j{~K-=j!w=J=7x?BFp@X?XB&#>Xjqsyn>*?7@bCb6I1wlT
zgMpk6ZN$li0OUjaU)P5*Zf@>BeJC&AAKiyO48{$37~@6A{@8$V1EEmppYaFzzs?6c
z2;G18A9Nn{_5K0V|CA5#p}Ld-AXPgxTZ;$YDDVNRe*-TB{GY%`Lx2xq`ujNKFXM>F
z0RK!t*i>?~Ggg5+>wpkER*)*(-C6IiHSw2Oe*&vyXa)x<89F{x8rQ=bAZ56dor|L}
z+zAMIP*w)Lf}2<vJ{0hSN8Aty2OkfF8wN#GGZc)7Bj4WzdLS7`I~RKdRaOO&K0{k4
z`v>F39v}%7L`l0^7{iri#6hw^XGCg+g+USs*AZ(w0UtQF%6}=|2WK8`N(e*$cGL;*
zU)}-!;~rwdAO9X)dI<ST3lk?D;GaD_bS3Ou9-{P@B_My{_5N8y!VqygvNJ=(!wj+g
zKj8p?6z$=*V#W`5Hl2Ui0%>Y#18rTbt^e@_M%b1&v^8Ub+p<fDG5;;t|Dup0HX(sv
z1tV^pg3?mb(qJ%*2Mp%n1cSNx5LYh56#*e0PT@b<GjTD7|4WZc;vYKP2;D#W2t6*u
zd~WW4o{0I}P{fIlBUHdpgq%|faRno6{aF&>w<Lm|%p}Rr35M{3p%55^8w!JPv4eRS
z!C*$_zr@4c5pD_q10h@hgr$ETKyDZ!)j(6=KV%Rv9}glf4+qfppE5)nf`I4$kij?+
z(fXSV0)Zgv<L@#=B)I;k9+;1h2a(FZ%|*x%N&UMFg4hq@(e*by2$&mz$^R+i<^69N
z-+%cGfpBsm5b<|=5GeF7dvkU)L_BI7A3&*M;R#2C3Z!gjhd|XI^a4P#wx)JK$V1i<
zg(xct)By@YrFpnu65J3j7#JqT$0xzdC&4Fy_;A4x>q$#Og#rJ6l?V7r+8Ilj!;P(+
zTx@_KF)>N7B#$^Rw>U&vl2?L<OOlfdA}+zl%f$oZ<KY#50HKq!p`-JkltK_WN6^{n
Jr4*$B{|`O7>C6BC

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/AnimalSounds1.pdf b/src/test/resources/technology/tabula/AnimalSounds1.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..8883d101899cb2e6690e3bc5e051b1e932bf79bd
GIT binary patch
literal 13784
zcmaib1yEc~vo;bWc!1!V5G1hdF7EE`8r<Dof;$0%I|K{C-QC@SyE_DT_?P$d@7`Pg
zshXXco@aXc^gKPMwyNiooRA0rOwWY$sVlduxvRD-6N!NgL}sIJj>N?Ulrpk5aWo}k
zgh&*CB4(D3M)p7vOFc&;AtM7DLn9s@BnL-(BRwl5*R+yE>F`AmM$qZ=dk)+qbCFeD
zlmSYbBdbL|^t?K6zI~j=#HR;hapw&+Qkh!v==ijW9Jf{cMU53`536Se8B)~#2*K;~
zmb=GqPiC(5_h<eu4T?wclu;;iWg`2dpkv42qXz!n-ZPu)LbuOv2q*Sw*di=CmeT#Z
z>M`jedEolaXxKcpy;&9wa(waWsUL46TX>;9=Jk>4xTE<Wu-k*HFICaz9GLmWuKrxz
z&K*U)MWDdQ^)WYVI2$TKc>A)=mLL}*W?uOdb=7@XknDt-@NyU?IM)nWsTa<WG!J`L
zm}WjNI6H9fjqTu%&twQbd%_s&@QZ>IZ!()J1Jt3q*<taWgczHvrs5lh)>Y-?=+aij
z27ez!8&IbpUr}{b;44kAqWv~hSECml3lpDFz-o4&kwy@|APSzj+~x9jd_j;xMWY0q
z&FNmP^egSuuJp&x_+5nW>XfvmCDu?=DQ-~aZs}?!#%g-RrqStQ9s2x%YKq@ZpaQ_|
zG&h63_?o9Xk5;oOC2O47TMJ-G&#L^9$aT4Sc61q=D>?`~>|UPEk)X8~y@E39S;^Jr
zh>hECo0g=VB7Cqq2rqMoZiPl+W7uermymzAN%tc2?QG#rbQGJ^WZHGa<dLnYHz&7V
z(KBg!BfcG<chtV`4S$rxWZx(5^{O(Lh?PhxICty#D5OsH(=W+RPxAZ(i}PFu`8fh{
z1ps=^GmHezgYQrRC#y7gKzPbdOVay>R^M8!O1KEkekg%lo~Q@qV@Zb=SN*B^A5tNu
zd2g_*9WW4@#0|M}m1-jE(^v*vs1e4wB?Lx|X?eusu^m6di7K5X08)vG2l=e8sk`{R
zc)9|)oHyh7BDM7hsw-ol?nkYe^bdn3cws~Difmpc3WgU_y#_(!C?Zi2#6P!nO$)1J
zVn1uKPY>iZ(gnj`8C)S&M<-l)@0-W|wjXHtELnr?)kpM6mT*TyGINf%>VOX#$;jI9
z?|g@}UPA=wH8NfstW4n7(Z6KO|08}_{*U<idwhY(z-(YJ%fCm{vWJzf;%v-b@&mbg
zf|b_5eRZ^>(U~5o7Nrt87#-Pw5Ec!wyigdEPH$i?ls5oCrh{F;$0KE$7U0QZwZt`;
zPt)}7?Z9`YR5pNk9Z*`ZHdi{uaMOC<_#uVKT4J8AW7g)RK~;c~!fW})yM=buV|O^&
zVKj}M(ZTpzvEj=%wt<iS0iQaqGfX!|OuWy=0-`hD!Q@}3i`(sU4Cx2-A?iKneXJ<i
zUH{sAPe;CFCs5s2=d?P0wy?;%DkP>&MP4QA+?!Kze!CzcfHT~~gX8$&hiW5#xGu`j
z6sO1c*}84wN0tPezH>1b9S_H=G3_TBa%9Q!=4>i=uOBIkow|3%bm1)%8TCy;X5Hr>
z1NK}f@8Q3{!T)3!s9q|2*@q>KZsP?v#74;(!PXw-xlR5vW(Z~IjKJy}y=rEnjxI(-
zzCcxvc@<|^+SC{8s6D{7bSBsV=kDct1056DY%38HR(yOnE}UC}Xp3BclJ~nLZl=Q2
z*4<0umo4ftgn@VVX+#vK(H6hM;4wdF86xOcmL(3PhQya)%u8jE3F=H9%iF^ozHdZq
zkjxk`D#LK|;ga@dFp9(2Cub!GjzzoZlJFA;@SM|ZMQirc&K(wnG@aXPf#GiVvUEjp
zuC>kqJ5cH)X&s${_NbdCZ|uKw!DyE6QjA{c8uv=Jj_+F;vhuKgm#M_kb3c;=KBnwZ
zzC=_lNUOx!L~rME7WE+ip-v4yoRuOGPHvU5dv?sLjcG}6OVFb{>FHcHBwUeiZ(u~2
z-`4q%-FBz1DaJEwY=W`8ZJsQlA3e%=K{Zx6B~EXaOeDKWIV<&?94XQAg^)E;XRzg3
z*}(K<$Gx06`7zxw7JGB{T-3IPgo>j6{MX3(Ou|ki;Y{#MNlT^K$boVsE#bkT%5Qq~
z89L2I!?X9(;W+d^Q&iW1z*J2Ji=Bx5R{gR*YZjy+KToexdeNeF_5^4KRVn^lo}N*R
zNK|>97T|&!i)wM5%S`-8$qloRg1(Z}dU)!-g=H?a4$~)*?%z_L!d2rjN*FYp^w}t%
z<2q12A#Pw+3XybD<!hH+gi`5V+^Ynj&)jwD9~dC%i0fHX0=5h~4tsFoXp=Q7c&5v%
z9Defnadm>dPLNi^T&?H7*wd*-Wszhng#ztRBod(ElD^;5egjib>5$-<Xplzc2^?x3
z9;RvA)LWkXQt~bPrV{hMdMM6VSVFQ1yUB270QzihX(F3b7SYfmmkGENE?j0UT_JDD
z**$}fx}3m}kZ=5OpipJQWzd)0r|972bXBO(Fw0EHuvy%|Mv;4q?<Y%ikKD0;%kymd
znevxD6JtOd2EG)SR-rt5npS5NKJIE<&R^CNFAPOkRtnAfD%8(rPfdG8?gvSav_Q#R
zPw2odI-4S@OOT>KE><aGk)q99Ii+&_^RF3f#vJ~mh!5~D=AJ9UGG$;vtourHKYjl7
ztbi76brb}dHv=kkx$v`fpN(QHop^-(o+oX?Li?F>_6a1zzc4114lqUC+FH$8S`tgx
zF{<=<UQwUHPW)a|`CV$U9eDP((9c1p%%<NEyXZ+zg7$-Ik-nCGSZ1g|r^-C4oXr-c
zAPfLIO;MYa)6OSZBv$RX%X-WE!0YPWm5oUOF(-!ncw}DK2d27wKPSXDIR|0Wq(y%W
z!cE`c78iY^Hy%8d%pGoB7(N)ZoOZFY%#;3YOmh*29a>#fqVVi)uB!hemn);ke==0p
zdc}^JM8v5=!;y&=ErD4Y8(KmuH)K46Uen8=kP*Td<UC7W%h6J(i>JzVWDyx`R3rFy
zgv3E%8&Ofq%v!5zqR#kfXGZw*M~T2CV%D7J@7A6rGI@kb?MkB&L>2LNm3kD|800Ku
zYeiaqV{y(RXe%&CY5GPzC0ZY9{bF+qV<LZBR`6&SOb%?*q@P!El$c80<i~{1jfII6
zupTLwRyLrhgdeoeeGtVlH)up!##Y(N@-8*arB+XHR^RVY(OJU1b_y%h{i&RhN=Ne9
zNEuIQ=Rkv5md5BUa*t56S~`7yrxbG>M^#{|hWJpj{^qCYqRHtExo<Wjz2prJnG59n
zqpEo!#ho3(B2-s!mHZFmH(@X-Ow4=P1|3<J!|AI1>9;C9L7s$~iE`$bR88rug9gd{
z1Zq=XG+A)9G>^fgORdjp7}l%x4Oi^Yo1KfPnwk1O>hB6sNmIW$m5hbfo5|6AG%(8j
zg0bzlGzCw$CFj2Dz%KxA1`vH$z2psp*t4B$$G0F0LXwe#PZ38z!i2YA%cD%n-@!=C
zS%atfrrj4pSE)-+I{fy)&rOPFlM9~VfTo)(%B~o#f66Tyebivi99B5fr^BEzOEDWy
zC@iaU{TP57Y(2kp??`eoDs$iMYrc&<-Ln!J9=Rydf*1RKd&hQHj)IPmuwr9!jWoBt
z4kdA*4h4T=E6?8RY$0w%m3Gs@&@<9+w%---i&_mj6@6nNSb@x<UAaV?NxWjOV3d5_
zz%8$HPbny1HJ;o7uj+#8RwRO7dK~BRx0)`<Hs6yRC|mTNt#&+3N0%-nKw9J@Vm<G!
z89OZALT7_6heZ&hF`HFTtTCH)P?s^AVUU-xSPHpukTK)$<m^e5sS#ZkSd*Z(_||(`
z0z*ZIIOE?aQiCWTjqzBzvhXpD5tGSHgOC_Qj4_5mBBAu;Y9>Jzzb!m=%okf*z7E!G
zr%09_Cw|GLlryLB<!jf*LQMMg<g1`S0!nFDvFcW>c`Po?Pz85wlxQGAmk-#?48a@*
z&gR9VcgpGnxMU{X?w>tjZPs=8eht=9QdVYf7~>hU+aSD_XlfV@CAR+qXU{e89OM-!
z^)aVoIk$Ygv@fsHLhHoro1AM(HU_ea2X&f7O;Yst_bdVG>*a)__3OEW!`5p{a*=_8
z)?$t1J3+>*zZ<eAQKy#Ia;IrnL0#5(j)I-2?^xd~+YX}URO?e9X9B`&j}yg^g+EAk
zQ%h0+QWWA4<Kdo$i+qeQl5A@53fUs!8NGTm-e)Lp2R72atcMZWoFtYmwzL{utZ+}(
zEY=B<5GHFrjVw~0xWvV?C(T4!m4*u78wv*(59Q&FrQA~f=sP-C>_GdTSO6xlQc<Y`
zOQ~U~&0tn13Fw8BkC}pkI^o0T;nPr=N8r0ybTL^%=Ew~Fvrt8>qANQP0bwi{mVA~V
z8L(K2G`sRAL+EOGd}^3>_1F(he=cePv*Y`Ou!Fxx2z1Vde+|M>LtSsA*&rp1pu+Da
zz&W(hvWr{`(%kqepm}=>8)uM>DQ@x+Cn3nfQAN6?m`ye3=H?a;r}n|`jM1V8?&3={
zPer&H<r!s{_sN;tnKE&ty9ugM4S$c<4=Tpyge|9mLWTixL(M>$!r0P7nZVd`K$XF-
z*+QM5x6eTFQA0UF|IBjSfwG0(Ba+1;LFZ$D>VQ(3G%w~P^l^a&5%^#q8|XmkL)Rb&
ziipLgBef4eJ(59n#T_+5(V_Vykr>1<w2MJ~fHswh(#r>ojVA=dfI_+uB&!b6tB>&q
zp<;i$dCS4|%^Z>Mn|Z&LBHgXM3QtcX@Cw#SF@*lJyU4n7r0iicAm;+NW`&ZMIO|ty
zS-sDMci|_dVmB_ewl1e_LZ?kuF@VcA?CIHAwFrc~1y}%}!~<O-)%n;@fJMPw*vQGO
z<TAM0iD+bCWEY2S3{P^7dA*-HCJpU-??BYt@zGGXxN&rbZY0>G7e!`x$ibE_-=wFZ
z=djB;e1Z)X(6a|-a4Vh=v$rqNpvRuk2>FCf*||n%nhMvU?$gdpO^pp-F{SD3A2u0l
z{y8b!J~}XK;fan3)?l0Ar|)OC8TdcS04OVHwPD{oWSq`a^wk!@???|(PiE8o{s^k2
z->m4gFY%&V>S~vjXL&Nc?haRz=1!>>C(*9~tN@b+j~vwpm*$h$C8D-G*6oU+XL}YI
zr8RVYkw-O9he1Z++dweqjyeyvF`(eeRsp^5%2o|M__ACUU7Wl75~PK0%x&v_i5jP`
z7Ingp{*F7~661H*PZ9-pyli29bRqQ3>JZ0yLq%+1Csf5tx=jkhRUg9c9^uni?sh~b
zrhds@M(6pH*$wv+;ikIpVz!|%vzl&2BN+yWffx2~ijtYj(5qDRgN^t(mFD=X{dI%w
zIMXV-LWtpyeQv3a$Bhx<KM5C1alN6xH`&UC^86uxEz6Q)Gb0r+GSmJTc(mXq$|{Nc
z^<~uRBeEnbWnR_GCc=%Qs%$3e*ZZyjQI4<OK&K4vUfQ8$uDf@Ny~}>hr6{9=0P1m^
z%HomH?fnb6XN?x<O|;E>Pz8^9a2&Du(OTksV?J+}G~aZJx#HF19fKqnhg444FL;;)
zpPqt01~gD=gl0`<F3mftZ5m(fdPG)v99~#<Rw~tPTBf-wOx#M!mrk-9>4#2e;<V`P
zFFpU@#F4DOl_(>_9({-BKs~G`uS?wm<_!4xh`k;ue;27hFCW&W6#bS{=qFn|WjJZx
zPYhur3fcTx)dW7XpfQWq!6)j&Sa3nH6Ld%F3Tt&`k11Ux5l*?Rcx1t<_d|=$^Zo6t
z&2p2$EZ_ltU2A~)X+H}0`C`oGW$&(H^?6FXX9qXu#AYjT18twOrNan^-*$%+nrX(f
zYQk`M)|Nz`FBs!3XF7+>ZpfN`O`ucpJEpXJfaQ*qA7X)!SO^C8G@RlR@ws^9@=06w
zk{P0qTif2$_~Qsc$<ec;9D5aZ1RH|uV@+rs3HM-eJ;-|uV7t6LDLH8s?Ximf)%Iu~
zA&D|H)`0wkQ&?HH+4eBXMCLKLD$LAp8GV`IZ1d^7S)jfZwZ0W6A_5Jbl@kg@m>tKz
zXWJRWQ5P)=mN=;^#)Ls#P%k#RuMB-xosnPKxf#nI)~>4(BhvHp5?Ld^ZI>&@tvGN#
z!SbVuig<>ndycBJJBJl=kX9w9piz&s4$J2WQ|K=oHrrBb2`BTlYjVOpH!Lj=3u8Kd
z^!vV}JoUTgu6<0Ga{akFTQo0-w+@*S#Dr@xedxST(UzJcrkZW-4GGb<<&#CsxZ4JJ
zydE;Gi8b>}+2vD|<?fdg#ZI<p6gzx|XaPGuYzP@?uvQMb%S2)i6mG{M`gd>GN6XVg
z<&2f#EPv`K$9q$o{9Kr)tK`gbH*u&M27Y_;>bjvF+$m{z7DW%-R2_SH{!?pnx2tqj
zX47DQ+>&bH8SSuJK6JUh()f{8rLo!R7?pK(+pVRK^jDF#CR3Yd4<*4Ahu!gtNz@Oc
z6<o`Y`JUgVk{ww%bxZ->W@@NJ`3{7gcYe&W!L6eV0wv~5R)*6C>dvA+vyG1!<7+wL
zJ}!_iHdp#9|A7B>KufC>Z{%AlqN3SoG*Gk$H7}|fwY2mkjd=9^IjQRWF6Hd71JzBG
zdpP)8B{DkaV2ZJ_fAW4-DnN_z#04*vW1uo?w*P>r*dRqxaU6%TA<MwQfjO;<KLmd$
zkRLZUy|Rrmx<vjrYFIZl#;K=fwv7rqhgmOml3dd`ppro4BR7!P4={eeQ=dPx{O5~M
z%Htj{@4-uExCz~Cvq_LMVyCewy4dNnV4==E?tb5-$K)7J!b{bqMC9-$aXp$zOdo@K
znI(JGQa9Vs9?)esX?J*iu@h7<eq@QfII>hv+WTlbh@Rt(S1^Xe8{+->i+ZU}wrU_W
zVNKAlL3`=xo+n`yYStB{eKfk85!d{yQ5&Gu%l&g%9gz6zVFhmD1IJ0*m2cj$$Mvb1
z&V66SiB28gEaP);Q|n5-k(>J64{485e79Pq`=|A3?wIY=gwZQttGUgVsLjZw!aQd#
z{59k6GP6IL?Ar9zyYtIvy>IT)#7`@62`-Rq6)UmvLU3H<7*Mft&{!=ynfg&PCx7o(
z6KXqkRaw{j=Szph{&ec{Okv4(vsfB;8%1q%?220Y6GsTzZ0tjQpmsu#t|Xv#svwkN
z8sIn#`dV<A6i@8Z6~pA!Mp)aZC&)pQx({!W!qe4vR`{eNP-a`TN0c{e>p;Ei@yBBR
zQL5mv{~7IR5l{LOI|wb$BWj}Ib4zC4n}`i&MtX;ILX;CJOD}QTmh>R5uafl3FY%XQ
zvniQi)nCe{<i6qX3TnmfB}V0PEQ;YXh0R$$cLNKQZL?M7l}^(F`|F5AycFq8xV4t?
zC)y<95~%sJA8J2wk{V*+Ij~dRCwZJ%HP}wy1gX+Cu%4u+tgfw?QPsVXhGR*6E9Oly
zw6nF93i%)M96B)OhwOM4dFLLv{B!DXp%YFDEdig~g0X@<g^0--D!i9T<xN4DZZ)EU
zFi7DIvvBl^*w((G45q|;441JZI)N*3ZJinCU$AKz8isYZ6hn4q>k~P)yhOn_x_|a2
zLMt|x0GVwuEBrv)qrhK3#_A@|xs0rbw?rSqO+Ol+?`Cl(vL?Az^$hAFP4sW=rlK}9
z<G>o{%*bWU4qYsTzjwz$G_k4`NPnNN$zKj*5?H0eW*zvBmZ-9mhnB+33hon|R1BC_
z7fZiqd;!VCl-v{!UR-DaVFpEmTt5(_MD9;P@gL0N_eGd0raApXBD23brIe}E%kBB_
z#b{C8XK2>xPpABWC3MirI&8ZOFSpC)`@vp+CO?us*50kIxZ`nfj7Z&dlV6McB7aD}
z?S>r&R3_va(2j=R$M_R45D-z|@UYJ6g0a~h2_kYF?<lbdJLYl#mii8;cR{tbt^1`P
z<`my}39kV=ec*Vg{Sw30<ipfOnPJajv0vbYYvn72k(MQ^D<;py7c9}OHnWqeg+D9I
zG4w1b75*F$rL<11+|S!&c>a;0hm&<ykxJ_AY_WUOMqA=#u~8!$)#-M-*XBKz-+D6=
z`h=btZ$2eKd3<{ZoPIpyk5C>q^eP|zIW3@_(en$uL1Ju(<oa<a367i>8wX{f`O9Tz
z1I`ysbgjE%b)vx?nd7A-nYVHMgRDhrvGJdW)R`}I_upTfCcS7C;!NqsS`Qpb&Z*{V
z7dZW3Nq;;^`dWjD?2$*w64*Q+l6Zt(>O#mCJ77FkvyJm$Nm)gM&BA%nBgeLSU~is&
z*p;TD3r;XZ<tIhC_qok#>_jl&!OPnYLHAP!_445R4o#kBVj5Dv+l*uLKlye*v2~kt
z_I|9gG43Ob+~}L}LT*>$Esz6RDaZ3*nfBsJHai`h3%Fw0!?_q$$HTWr*I@m!VfSU0
zYSPVO({kYCW^ukIhxbxOcZYu0Frd7x>&sjq{y1v4rSldp_8t*OU7s>GQd0;%G7Ex;
z8jB=(*PmuP!6aM}F3^szJUSu?83{@)7wE`00O11(q8r(sFA{nP$)9oaVgjjI{b`y7
zhHc*%I?vkqXBQdNk%hwDphThsQ^J=D5q4ItN~2Q}n%YB|q_K=cy37^|2iyAXpYGOT
z7v@35z4g0-agyW`#-RGq;r-Aqa$CPeMe2agKpfc5l<){sAiVb=F$26scPU)EM%t=R
ze0zonG$PO+u*+m>c{vwZ@|ATZ+zSj>2-wehqeodBXnumJ#tmmf%-Al%kI}_EyuBKm
zWG{$+N=jskXLNWivIaloA)}_Qv%b95y*S~u0CK*h<)CPPJqxZ%LXT9M4NZI5Ai8q=
zb||e;5<d5ZrLF+c;NU}1uOUO~{FPo+mK2K^6&dgrq;+3$DS=jC;(VuWoF+}_BApqj
zwV~-*xjtA(o1UZIL{@UaXab&GD+!Mk9^nkK&S0}exMi+D5Y>4Z(M(-YL*AtNrg=_j
z*}3?op+!mpfT#WN5Jj2$lCq!eF(+{M6=;i2OA&>D6~Ti}CTg=mXUrWtw6?HKKo+%j
zB-L%72<L}`0pO#v9fYAl_SE&&L#Cj^kl0LI64o)Oc2DZutY(u4_cuFms{XvIpJgA~
zrTpdiv2Y+zdf635IZ4`d%K=yh*DQh87QMcr^V{tDHra%Vo=@*;HXO!V6#o#2ZOzGh
z+NmjXK|6`O?;4OA`4AbIhDuVgfkXg~nN7MX?y~MiX&sp}F&vC&S1>8sj1-BKp~_`+
z|CGHe)kkbQ2OUfV+VjbU)kj++0-g9UqOnPzg+#Dr%|kn(v2FXrqV+S)CtCZ}@FOU(
z@j3b=U(0zVIA@RRx&4Ng8id}rL88Z+F}m}YbfI*7#8Z*smQ1(LAlt>L*L1^$$MEap
zO>(`P$T=dl=;_{fS@$v7S3s|F+xTK^;=Z5m7s@J{J7+*Gc&GUtUEU;Z%MnyMk$Qe{
z`$M40-+_Y|r#70^{Nk!%>Px9E(@cNEFuieO(WLTjSi^M#T9ZtpOw(w+BZD``2czG1
zLK$}HPTMLDA+ZB!<SLBm3PbOk54*Sars!>Q9??d@a|GaJgOH-mo;|hT`8b>Q<>)cm
z&s&Zv{vCzummI^}`01Y>I4NUGG<<y}@~f3r^lEQ%d@9FM3Rz=5<*Ks0TaGhTLpTba
z%wIkgs}p+}hgF_*CFQDkNLH+C53=58{P~%dwyGn35-h2n429mgY~TLT3(1e@NK962
z`@HS3Mqm31ZI_}-?9<y$7r$7CC+}2s#p>ajkhrbg*kqoS{m%@C3A2^T+2tkGOo=X|
zmv)x)sk8(=J=x{dc)JEl?8mNvh~J&r8hFKlhJbGK>;{|z^Xy8T{8_&SoO%tsqQI#d
zkOs1tXA<UVszkBecMUd8WE1MMfx_+z;H7%Hv^$%095>4ioZoOXzr@EGn2+OneHQ*b
z42cEQi8LH}dK`H|03q{iKTO%_`&yv5XKOcCt5}lLb%67RYQoDTkeJ?kn@KW!fR)=T
z$3#BK2S^wEEASxnhgG(;h0z47$2OMhLE5&E7WauBr}yPiP!K__9kd#0vrAu_m&;{A
zWXwU$>fLBmW@gM~^C@S!zH^tv{&?E2RD_ok{QdomqFP61t4NRsDX0FNh2yEDGxua=
zRe`yt*ZQ=wY>D^odLL?oS6-I|y`w5Z!Hu$|h67`j!A-`~;=|2xllHZhv@I`|-s4Xr
zbc81LP6xgW<Syj*TvEFo!?1l_>LjCoY*T_axrlc3NYTYf4qVx~yU5U`{DKkD$w~aU
zbQxn1It8!T&~vyV&TPYAXh=k;-TWqx*Q?Ntfw7bMEwRn1di6m;zq^yxpMxiN?H{c?
zvEG62SN)x%MVY!a={U4TYs-gv4je@sn~5wekgEbY!?Sbn2*UJ?!D+NXUuod+0708Q
zw)J>u@4H&{5#I}Hft7H&F7?;KvI$PBdTjIYWE2_&)u#o(AcLN0>L4+27EV}CScaBT
znPsH8WWj`bUxIqYUeCqXtE>UG?X1vy&G3ZX@4LbKW{TJvqtDKPRnOaplmmSxyk<P|
zcGx`gi=ZmZ59KhY771boqC3jsHezKGr(!m7QvS=r$T-*ocavLi-Uuf;97`Q3e%>om
z=OcH{!6TD6wRSP(k?)7C^!N$iB2#Yoq>wFZ_Y#3Nd;<JQ^glztPw)G!XuokaFcJ7R
zPJH;!gqI&DT?>tu>*M`t`omMV2?&aKa#egaF)Rx5=Z^~wjr#d9pNP8GaUFlZKJNQB
z+d*&s8;yv}B=c72s|q$#ecxR?v`rL}ga|q2#a6AIT#;$yRCJgMyhrn*<kjNp?X8ys
zfKTgMZo<TS5FC6qUx5)DisWS)e=6)9`<r5MXnhzaWH~CnJg6x+5OVulTNNKhm^7TV
zT&O-cHoA6l=<BzC-d`GgMfSRS*@pU<m{W$qhs~FDNoAJl4@2<jyXYIaR-q?aQQntb
z6JdMrw(XSRP&sGq%$1|Pa2id(@wfJ>8{fA~HyzWdBj%KC;p}`>t~gHTTsJf$>(Yjl
zZoIB#rAbno$VhZJW7YblhBGKAS;k3Ro+O#LZwXz;tGH}{)tZZ)&PwW>njwRlrUW#;
z>zH_SzCv$>B*@fY3_ks#?$HGcf%V^d%E9DdEAofuzA1I}S3&*+l4&BV-Y&$%%l4uH
zFm~>>SwgJB&iDN2D>s4*^V2a*M+|y?{lff*Y+I(?CVjh`NjZ?`@y4e4VNUQ2cLk5s
zeG5VMOL<O9w|wF0%ENHcqz+~1?_qCeMS%^3Plp{XSiDn9Pn<orBy7zW{nedqZBN^o
z<1hDA%t;|!9lRoG<z%<D1Lj8QGMakyyD7#_9BJ9*T>`^_#!}_Ts0%PmC;&FC_J*}$
zWbZvcFM6>?vK>E##IUxL2xOV2wOr(HO=}o=?FY>2R^EJPsuL{6VP64}eXS{4a*4e<
zX9x=udblVisLK0(`*D7{5iBQuVB9qOju2#ct!P_l5$hkwZ*X%><+B_WFRPF37arl9
z#(p)p+RMNsW5H-H(Bl3eOg#rgAa9ikm^t30_K`fSc&W~e($bdxEadw7%pA(uUOSqq
z>|tK~=PH#hG?>(^)pk@<Wv9m}DbUUTk?;)yJAQK|U(qyP2$>pRY-VguMY-^37UPDY
zNE%<-hfea{pAN%?>Yv#ZWkhUM$UbavZ4<eeBl^AF1#O7F%O257x3?s0&5vm<vy@*^
zp1vfeqfejRE8k$iBIoT>FpZfSh5_^)AOi?=`FYd^JnvH9+RDSrg{dwkSj6G6a(1Iq
zuhJe&vXm0V8)m{+cLFrC&4L|qG&pm)Qz`cIld4T-p_35G+H+)3?DBYJ9w$^(c6=VJ
zV|hl1-cmQb{|fcw6U&8vG*Y7x$r0=iW+*k|;9O`a6{(ZyJFt_aYR($dbE^fUja8u)
z#gI#B&Phq(PshX`QcUMZRA$>}WD5r()`ZFbMvAA-HI>txxkFS&XZA<=!bJd1$@gAP
zsy*O~ZxkkMInay=_WWLs2bi^sn|F%iC(O8w%E59WQkJUuWx637!S7Am*C{pKZ87@U
zo&J&Vn3x)Yu^2fF-htj`rvzvF3mXvV#ju3KVy=E=cx!lXSPwD|lvXL%;5P_d)m+!2
zZ8i`5s8YX*L|px=0|~hp6pQJYUe(#Axt^%vI*PPf?&mp7n1j$=Q1S<s)^i96q4=``
zJ40!1@Sw4T?e`20(tM`uVc$y6elF`k*1h#J+k3~mxc4F@(Ld73jp>l9Mv=VTA8&gY
ze*qGoS7jH17F)}eX*#BjWYU1#4m1459!NhWhHVPJqe-s*`hMUH+Is)fx0Iot;PXlV
zuCwc$D1G;>r&}a_u>omQc_24s*JYhD3VHtC748Cx<a4KM-0Icik+$k)kB*fXYJFH#
z%y5)<T$0FP{K3F%C0MZ(Q<_<$LpCJ&WA~U+tO8wPC4%_J&Z@H(oK^c}4R0*<h;59+
z4<l;M`VGm1WG-Y!<Bk3LNB$k>`a5qK2<^0+x1EdF?^tOO1_T<=^srV+#HIo+M_hru
z&u<H)qWTSVwNMjG2AmfBv8DSL$D!MdDOft5zo!m;Y8bo4d$Eu%*{N5_IUZ}!>D&Ld
zrLyJCeUtV~cwgm4?DmqvtG33%g#Qh3C_u1Nv3D`DE)^$f6nDi8XZR&wB0GStfY&TG
z7$+q2OJsZ0yy`ou*~V<vk44h>4bTeK3VK1N;=xE&dxGvtNrEYh%1KmkTm0{5Fksn#
zbZXdtbQ1}57(aRZT-<eQ7l^bg04!G3<4*2vj=KxgV!tRw+Kv6JQqT#P8=^(&FgDPJ
z!ZBF;3xpA~sgy(xx8(TVcmT$_70E$ts<4wQxp%p=lVD>9t*AU9ZQDDylRY=!t4g2~
z9_LdL(k{d4*{-shEY9|$Lf}RJbR*3BQL5R4Qss3Rg+flP*_smCc_#xd%HAIXKj&5w
z>$BS|G))xf%rXI^Wl5^!rALR0GsL*6mseEx_c;Tltt;nC?-Rd|;IiuCMow&fu~WA3
za8sO}sTZKNj<|7gvJA0VoFG2d;Tb16jqG{oVK`F=lN?Ijc!IUp^L7&!zH1JzNyKzP
z4Uq@WlScM<{CJuT^&(cpfA_Gt*a-jq%v;F$Dh#kqIMgG@gnud>HnEa4mu6O9nv+w+
zEfaHm_H2k9`tUuy|DcBRz6oAm>-gLhb~_p0Fx0?+p_P$d8(*4o6V|JxW&)ZBncd>#
z;FvIp_T=Em{1n?o7@=FuGs{8~sAAp1pSB><y+A#hS6634<=nu?gL`+f7lrQVd}WP=
zutif;(qm}CL?hcsm2q@x9_8$^>SHkz+peN%7vt>oiPLT^<JPC1rB!lid=~52>&F*8
zIHM_Ff%i@Bm``4uG*L#d$4_UjKs204;W}q0mroUSqo!Z0i9ZGDADWY9Ve<2bgqqr@
zKYe>{6(VAPS{Td^59rVOFyh;KlFn8swM-b*xAiXOIQ`7pG62@)=1PldtRSb16hHD4
z=TIfv>E5BV{uB?GAbh=BUc>8{(|yZH08BMCEWG&eP)<KVEUgdZhTTpdFx)_D`#M{y
zwJq;twqR#8SYh&_I{nE;tb6)uFVSOv-@0@AG(OQ9K}*LClTej8^bnIe6W&lp>FrLK
z*>svJk1R1v&s@A1S{%BgQ{v5)%|)4o=?ACWaLX>v(3?mK8GWH{&aiE2f#cjLihk7G
zOa-S8DnglaGRB)8JcVQze{cpQau2%htu2Ay-y_}_(B9$aJzd9WE6CWJji}zRkY=NP
z#*M7L`Vyd`_uzb#{dUo+XW__OxH3k+aeQnLP!~hoFNzHw8i1+|`zRfu5R!{>+BVat
zQ?x3S?JG6nxm5(iyWRh^z3^O<(NqqM8RQVRFx2*-ewigNMPKxa7ZS=1pSmJ!PhkV}
zn3mbE0>mm}6aq~p)p5i*G=O>Lt-~RQw%ur!t1`0;((^J82~Gn04e0AK%D-lRbU)A_
zfEVbw>!6A5!Yypwj_1T07RCFTzi(`xLzNWuocnM9g^fqz!g;y}E9U~!`Zt{w*d(^`
zb4rW=hsv7P!Yx>B_C)elgvzsdiQg&|w-u}zRpVU{ywJw&JnT?n&I^jqe^&^9E})KY
zteoUlOU<o54ms@|L;aP0m8BF{QTr>QI()&XfMb(np-gOM!vl9ZjHl7MWktWS7dP+6
zo^<f9!VgxdeDzVI9{_y}jV$L<8*z&GVG4_@VSvW{IV78OCC(p?R+|SJRQo8C=V676
z@eML^Quu`h?&O-DU*h*?#}%2hYDI<p<{N3s#96mp$cj$22d(HBMTHj_l<PRYGi+KP
z#FP#d%OXs(3jY8vXwE10H~SA#7Jge0We-~yRkstayDvXRYa|KdrdddP^xOKO)aqs4
z^yW%ZJU)@coHSht7HbPB0`SzI{zy~co@B**{A(nxi0k2H@z}5xQ^{}sdLnZ@55dh+
zp`?w~z=^Z+h_wZiZ~}o@{%effRRMo|nyWZ^<@A>W=3V)(>`pjgEY5oD;&=F2m2?FT
zb3s>!wgHp^zg-_C%M2RF&r2|<pwi1Du`$tw`ZY{H0?O0q0?Ata)l|bz->W68ZkNZQ
zd{|cK26mleb^}Fr_d85bR}TNQBHN(Z1pa`bdAz+Y+Gd~|>%p;E!`cHFSYXh$sTwrA
zTcw?Lf!#Pf(<)0))x%$<fYG?Kjo{INp}%E{kZvc$B9m#)7$d)ANAc!(q`4?Ko6n%?
z(;+aK@tV9Ih|Mg2pXsxX)lW`}Od8Dd%`@%Rb<04ybp2!h$FESEHhnm5JZkseLv8e4
zWr596j2>+pPvZ~%rv)p!s|dB*+%pI7M0zH|Cc5|5_6jE|Ce9|(I&gz^44?Pm+WP+Z
z?ZWk5Ts9WmaE*wNAareJ^d*nieOT2GB8Beym?8QYRgTW9bmC^3w|LS1RK;a*6SX?l
zkHCGiOGv2g<1{Xm@B?L*XGF$5<BPQ~t(^wEr~9Al%@(v%p61g|!V40Lo3-QM{Iw6Y
z$2{Y!o6QB68L21iw&<DlPJd?BHRn5?x*n3LTw1GR@exO^FRv2Z-Bm}=*kG=4tbD8{
z)<EZHlfOzBB?vxP@yiloYSlD!R=I6k%IdZM?%WJur(h~4sSVQVyRLAl09Gudp_12`
zaIY9-pJ8C3?4J{$9C95#9?oIK8g$$e0IzE~D%@?En||rl7T9fnh|<e5$@{uZNXx5s
zHy|OsDB+6zLXctUTIh?)GJMVYhHz;m$SiUc$D(~w|BYZc2B;e3gG@{Y@b1d>1>-HC
zc%YnvarNL!+PmK3@ys+=R6CBmJ>CjpE=(I&rm5#<HpqEIDP2vQT*~+WNG&txhW|72
z=h+`Yyu?D<{JD2Vsr$WlY#2F4oG<^IH?v^cLR54V3dw!AygbCyb}E`>`LKQfEK-8u
zf%rZYN>&s>R%DhErQD#;m_h^EJA2Od8BO?*$7ou~coF+U=o-!iH8;8T*6pvbJKveG
z|CjvI*UZt^q*5@5m5K468K$iN$}m-Ovo!*W*jPIX895l(o7p<rKr*x;T^T(qBcK5P
z>q9GLrf+1g=V)eQt!QL#W{mWj!foO}#sq0VkOBfWu9^U5CPp#<BZ!d<%)rV<#?Ho|
z1r&GGvotf{w>GgfA_E}-`5g?5tR2bN*uhA^*Tr5t00uA%5>QajR?NuE#MBWo4>G9e
zXk?{A#s-=4sveRxZp1+LniH#l1j%syN0Kbtzh2=VN#^Vf|DP0dt?$y-{vZsIo3zd$
z$9KNO?U4b|n3xnePx5Bye7a&WVHHG`Yu8u9<0=OqCN5lgE(~SWlnMq>9BvQtYlGA;
z{r8EM@|!I9zpQa2@qL~^J#H@DYa=Ek4B*iO*5UUKUMeQQt*5Rwjaa`+6=c;~BS+Nv
zf?y3&t+=B$Z!0~W@$Nu0#*vTS{o%iodGUL0*Ek?rVe!|+Vpp@J*H+oOR|Oe%$)}=f
zMFiHx>NNs~K(g>3Ukr_s5p)~BdNgs1(tAD3v#oyivcT?PxG4^qVm$xm7DdFE8I5Ip
zAe)SAIMOWWO)&#L&p7;a?#m|MFIq~~4|k(@-7R&+*d*VwMOPV7kFdOT5M}-SsYb;3
zg+jpiYvgMDQCVT@J@1FI=RLZ4-aPN?Sp>uDC`H5T**K$@xYnWPFi(}QzpB1Q?9yJV
zx>AKbF=rIc>13zszu*!7c7OR@wes>V`N_ah?kLmL{qoA`?9PtoYp+DL%kHDt1jZEI
zIyNf2_wJGmj^gD5e3@3S<^RG`_J3{WKlun$bkcWxC8v_TlhI#N0X+w!S4RBbv^2AK
za1=Dvvwx+Vl-}RljO<82RWn0JQwL2}R#q}r1_+x#AToy6Hl#2?i2K_9NBug+!ou=b
zpOKCIFYIfdnVALYb&L%n`%4Ei3mGFL<6q;i@_&?9JrL|a`>&W+JftAKuJejxVE)@0
z|Cs+e&JLNU^*74@D-_9IBUJ$jsAQvTZT5O&g6x&|{}Bja(7&7~0w#NP<$sQY|7{%N
zJ+i+hKy=F4+ZZSsIcfqSH#mSwMy`%p{~lleHtR3v%juaI0p;}UU!#`kbq%0`k%Nts
zy@8Pf8Tb{f0F*W|G}C)M3|=i_0fXt;S-~vKjF6Lo5d`ry`+o|wfTH#`PPULsB8reL
z*0Xl7eN}GY1{73;91qTB21W{^0zh#xN67Z`@BjrNrbE_tAbY)CqVR7A!K*Q^Cmcl4
zKMi$2`XAOI{mVSagum>2HR;vml4gbunq+^y!)sU2#_82d|F#79-)^-0wT7S`<Y==o
zf%wA&^7?<d0|_W=Yh=xD@OnyW{!JH9O<jY`+R4)LZ$BW2ZYe!$6KW%CfFM83e>nRe
z*8m_dAqcq-1384bM1(~|Kp<vT5Qvol1Y%)_)J%{XLLXKJp1*d_(8<8)A2=q#zhPJ)
z*uU@)91~<d3(MaNWIhWcq(I~l2#66PXAp+eAc(HNmW0?X1i6?)EyTe90<(b_!7Ly)
zCPrpP0Em?e1frt(H-EU=8yO>k$iPfU5KVu7$XJ*mTTNz6_BR>iE5HJA^Xo%q{dXCp
z4TjM3zhrET5O4j549vjJ@W0@g{|64t!usDhFqjqeKXGjAkniAst-;6)iLL*Vv9Llm
z;=g39Ajr4pKV^&{21pqGmkiACZ#YMLJ;-Ov{*{!9X6{B1R{<4lY#^-qi@iudacg56
zGVov5q97e1GEFirMj>_qMn+*~CN@D9eiksJh%h4)8;dX_ScFZGogK{1gY^H0ywX?5
z#z4^2$iTwE$%+gJVr6C*0r7)b*qPWFMFb%XVg-pX2r)uv0wI<V(<=!b9QEuS|JqV8
PBv3&}pFRo8iXi<zSGz)Z

literal 0
HcmV?d00001

diff --git a/src/test/resources/technology/tabula/csv/AnimalSounds.csv b/src/test/resources/technology/tabula/csv/AnimalSounds.csv
new file mode 100644
index 00000000..bae0c105
--- /dev/null
+++ b/src/test/resources/technology/tabula/csv/AnimalSounds.csv
@@ -0,0 +1,8 @@
+Cat,Says,Meow
+"Parastratiosphecomyiastratiosph
+ecomyioides",Says,bzzzzzzz
+Fox,Says,"Ring-
+dingdingdingdingeringedingGer
+ing-
+dingdingdingdingeringedingGer
+ing-dingdingdingdingeringeding"
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/AnimalSounds1.json b/src/test/resources/technology/tabula/json/AnimalSounds1.json
new file mode 100644
index 00000000..c9fd334a
--- /dev/null
+++ b/src/test/resources/technology/tabula/json/AnimalSounds1.json
@@ -0,0 +1 @@
+[{"extraction_method":"lattice","top":0.006499578,"left":56.8,"width":241.1999969482422,"height":315.36407470703125,"data":[[{"top":0.006499578,"left":56.8,"width":79.19999694824219,"height":95.31405639648438,"text":"Animal"},{"top":0.006499578,"left":136.0,"width":61.0,"height":95.31405639648438,"text":"Action"},{"top":0.006499578,"left":197.0,"width":101.0,"height":95.31405639648438,"text":"Result"}],[{"top":95.32056,"left":56.8,"width":79.19999694824219,"height":23.050010681152344,"text":"Cat"},{"top":95.32056,"left":136.0,"width":61.0,"height":23.050010681152344,"text":"Says"},{"top":95.32056,"left":197.0,"width":101.0,"height":23.050010681152344,"text":"Meow"}],[{"top":118.37057,"left":56.8,"width":79.19999694824219,"height":63.99999237060547,"text":"Parastratiosph\recomyiastratio\rsphecomyioid\res"},{"top":118.37057,"left":136.0,"width":61.0,"height":63.99999237060547,"text":"Says"},{"top":118.37057,"left":197.0,"width":101.0,"height":63.99999237060547,"text":"bzzzzzzz"}],[{"top":182.37056,"left":56.8,"width":79.19999694824219,"height":133.00001525878906,"text":"Fox"},{"top":182.37056,"left":136.0,"width":61.0,"height":133.00001525878906,"text":"Says"},{"top":182.37056,"left":197.0,"width":101.0,"height":133.00001525878906,"text":"Ring-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding"}]]},{"extraction_method":"lattice","top":0.006499578,"left":313.35715,"width":241.55941772460938,"height":259.2640380859375,"data":[[{"top":0.006499578,"left":313.35715,"width":77.64285278320312,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":391.0,"width":66.0,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":457.0,"width":97.91656494140625,"height":72.26405334472656,"text":""}],[{"top":72.27055,"left":313.35715,"width":77.64285278320312,"height":23.050003051757812,"text":"Animal"},{"top":72.27055,"left":391.0,"width":66.0,"height":23.050003051757812,"text":"Action"},{"top":72.27055,"left":457.0,"width":97.91656494140625,"height":23.050003051757812,"text":"Result"}],[{"top":95.32056,"left":313.35715,"width":77.64285278320312,"height":35.94999694824219,"text":"Dogs/wolves/\rMore dogs"},{"top":95.32056,"left":391.0,"width":66.0,"height":35.94999694824219,"text":"Says"},{"top":95.32056,"left":457.0,"width":97.91656494140625,"height":35.94999694824219,"text":"Bow-wow/\rruff-ruff"}],[{"top":131.27055,"left":313.35715,"width":77.64285278320312,"height":36.40000915527344,"text":"Donkey"},{"top":131.27055,"left":391.0,"width":66.0,"height":36.40000915527344,"text":"Says"},{"top":131.27055,"left":457.0,"width":97.91656494140625,"height":36.40000915527344,"text":"Hee-Haw Hee-\rHaw"}],[{"top":167.67056,"left":313.35715,"width":77.64285278320312,"height":91.5999755859375,"text":"Fox"},{"top":167.67056,"left":391.0,"width":66.0,"height":91.5999755859375,"text":"Says"},{"top":167.67056,"left":457.0,"width":97.91656494140625,"height":91.5999755859375,"text":"Wa-pa-pa-pa-\rpa-pa-pow\rWa-pa-pa-pa-\rpa-pow\rWa-pa-pa-pa-\rpa-pa-pow"}]]}]
\ No newline at end of file

From 5cdb22fc1ef951cbb1c537ef4afe8aa10679a295 Mon Sep 17 00:00:00 2001
From: Asheesh Rana <arana@policyreporter.com>
Date: Fri, 16 Mar 2018 10:08:52 -0700
Subject: [PATCH 196/364] - Removed unused variable (functionality moved) from
 TableExtractorClass

---
 src/main/java/technology/tabula/CommandLineApp.java | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 6d3c34a6..e03cb705 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -360,7 +360,6 @@ private static class TableExtractor {
         private boolean useLineReturns = false;
         private BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
         private SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
-        private List<Float> verticalRulingPositions = null;
         private ExtractionMethod method = ExtractionMethod.BASIC;
 
         public TableExtractor() {

From e37c6669d03ed32bab121ea0d8b33524cba5f6e8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 5 Apr 2018 14:12:57 -0300
Subject: [PATCH 197/364] use pdfbox 2.0.9

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index bb876ccb..586e94a0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -245,7 +245,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.8</version>
+        <version>2.0.9</version>
     </dependency>
 
     <dependency>

From 0705bc621cc943fff30bafb1ead29024af1814e9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 13 May 2018 10:45:17 -0300
Subject: [PATCH 198/364] Replaces JSI in favor of JTS Topology Suite (#226)

Closes #224
---
 pom.xml                                       |  6 +-
 .../tabula/RectangleSpatialIndex.java         | 69 ++++---------------
 .../csv/spreadsheet_no_bounding_frame.csv     | 59 ++++++++--------
 3 files changed, 46 insertions(+), 88 deletions(-)

diff --git a/pom.xml b/pom.xml
index 586e94a0..7107ea53 100644
--- a/pom.xml
+++ b/pom.xml
@@ -225,9 +225,9 @@
 
 <dependencies>
     <dependency>
-        <groupId>net.sf.jsi</groupId>
-        <artifactId>jsi</artifactId>
-        <version>1.1.0-SNAPSHOT</version>
+        <groupId>org.locationtech.jts</groupId>
+        <artifactId>jts-core</artifactId>
+        <version>1.15.0</version>
     </dependency>
 
     <dependency>
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index be252794..2c8533df 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -1,87 +1,48 @@
 package technology.tabula;
 
-import gnu.trove.procedure.TIntProcedure;
-
 import java.util.ArrayList;
 import java.util.List;
 
-import net.sf.jsi.SpatialIndex;
-import net.sf.jsi.rtree.RTree;
+import org.locationtech.jts.geom.Envelope;
+import org.locationtech.jts.index.strtree.STRtree;
 
 class RectangleSpatialIndex<T extends Rectangle> {
     
-    class SaveToListProcedure implements TIntProcedure {
-        private List<Integer> ids = new ArrayList<>();
-
-        @Override public boolean execute(int id) {
-          ids.add(id);
-          return true;
-        }
 
-        List<Integer> getIds() {
-          return ids;
-        }
-    }
+    private final STRtree si = new STRtree();
+    private final List<T> rectangles = new ArrayList<>();
 
-    private final SpatialIndex si;
-    private final List<T> rectangles;
-    private Rectangle bounds = null;
-    
-    public RectangleSpatialIndex() {
-        si = new RTree();
-        si.init(null);
-        rectangles = new ArrayList<>();
-    }
-    
     public void add(T te) {
         rectangles.add(te);
-        if (bounds == null) {
-            bounds = new Rectangle();
-            bounds.setRect(te);
-        }
-        else {
-            bounds.merge(te);            
-        }
-        si.add(rectangleToSpatialIndexRectangle(te), rectangles.size() - 1);
+        si.insert(new Envelope(te.getLeft(), te.getRight(), te.getBottom(), te.getTop()), te);
     }
     
     public List<T> contains(Rectangle r) {
-        SaveToListProcedure proc = new SaveToListProcedure();
-        si.contains(rectangleToSpatialIndexRectangle(r), proc);
-        ArrayList<T> rv = new ArrayList<>();
-        for (int i : proc.getIds()) {
-            rv.add(rectangles.get(i));
+        List<T> intersection = si.query(new Envelope(r.getLeft(), r.getRight(), r.getTop(), r.getBottom()));
+        List<T> rv = new ArrayList<T>();
+
+        for (T ir: intersection) {
+            if (r.contains(ir)) {
+                rv.add(ir);
+            }
         }
+
         Utils.sort(rv, Rectangle.ILL_DEFINED_ORDER);
         return rv;
     }
     
     public List<T> intersects(Rectangle r) {
-        SaveToListProcedure proc = new SaveToListProcedure();
-        si.intersects(rectangleToSpatialIndexRectangle(r), proc);
-        ArrayList<T> rv = new ArrayList<>();
-        for (int i : proc.getIds()) {
-            rv.add(rectangles.get(i));
-        }
-        Utils.sort(rv, Rectangle.ILL_DEFINED_ORDER);
+        List rv = si.query(new Envelope(r.getLeft(), r.getRight(), r.getTop(), r.getBottom()));
         return rv;
     }
     
-    private net.sf.jsi.Rectangle rectangleToSpatialIndexRectangle(Rectangle r) {
-        return new net.sf.jsi.Rectangle((float) r.getX(),
-                (float) r.getY(),
-                (float) (r.getX() + r.getWidth()),
-                (float) (r.getY() + r.getHeight()));
-    }
-
-    
     /**
      * Minimum bounding box of all the Rectangles contained on this RectangleSpatialIndex
      * 
      * @return a Rectangle
      */
     public Rectangle getBounds() {
-        return bounds;
+        return Rectangle.boundingBoxOf(rectangles);
     }
 
 }
diff --git a/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv b/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
index b5e1fd0b..513e26e7 100644
--- a/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
+++ b/src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv
@@ -1,31 +1,28 @@
-"",HARVEST,VARIATION,,,
-"","11/12
-(a)",12/13,Percentage,Absolute,
-"",,"May/2013
-(b)","Jun/2013
-(c)",(c/a),(c-a)
-COTTON,"1.393,4","886,7","894,9","(35,8)","( 498,5)"
-TOTAL PEANUT,"93,9","100,6","100,2","6,7","6,3"
-PEANUT 1ST CROP,"82,1","86,3","86,2","5,0","4,1"
-PEANUT 2ND CROP,"11,8","14,3","14,0","18,6","2,2"
-RICE,"2.426,7","2.389,7","2.396,0","(1,3)","( 30,7)"
-TOTAL BEANS,"3.262,1","2.952,7","3.026,9","(7,2)","( 235,2)"
-BEANS 1ST CROP,"1.241,4","1.122,6","1.122,9","(9,5)","( 118,5)"
-BEANS 2ND CROP,"1.394,6","1.275,4","1.271,7","(8,8)","( 122,9)"
-BEANS 3RD CROP,"626,1","554,7","632,3","1,0","6,3"
-SUNFLOWER,"74,5","60,4","68,9","(7,5)","( 5,6)"
-CASTOR BEAN,"128,2","87,5","87,4","(31,8)","( 40,8)"
-TOTAL CORN,"15.178,1","15.686,2","15.817,4","4,2","639,3"
-CORN 1ST CROP,"7.558,5","6.879,2","6.864,7","(9,2)","( 693,8)"
-CORN 2ND CROP,"7.619,6","8.807,0","8.952,7","17,5","1.333,1"
-SOYBEAN,"25.042,2","27.715,2","27.715,5","10,7","2.673,3"
-SORGHUM,"786,9","836,4","836,4","6,3","49,5"
-SUBTOTAL,"48.386,0","50.715,4","50.943,6","5,3","2.557,7"
-OAT,"153,0","168,7","168,7","10,3","15,7"
-CANOLA,"42,4","43,8","43,8","3,3","1,4"
-RYE,"2,3","2,3","2,3",-,-
-BARLEY,"88,4","102,8","102,8","16,3","14,4"
-WHEAT,"2.166,2","1.895,4","1.895,4","(12,5)","( 270,8)"
-TRITICALE,"46,9","48,0","48,0","2,3","1,1"
-SUBTOTAL,"2.499,2","2.261,0","2.261,0","(9,5)","( 238,2)"
-BRAZIL,"50.885,2","5 2.976,4","5 3.204,6","4,6","2.319,5"
\ No newline at end of file
+"",HARVEST,VARIATION,,,
+"","11/12
(a)",12/13,Percentage,Absolute,
+"","May/2013
(b)","Jun/2013
(c)",(c/a),(c-a),
+COTTON,"1.393,4","886,7","894,9","(35,8)","( 498,5)"
+TOTAL PEANUT,"93,9","100,6","100,2","6,7","6,3"
+PEANUT 1ST CROP,"82,1","86,3","86,2","5,0","4,1"
+PEANUT 2ND CROP,"11,8","14,3","14,0","18,6","2,2"
+RICE,"2.426,7","2.389,7","2.396,0","(1,3)","( 30,7)"
+TOTAL BEANS,"3.262,1","2.952,7","3.026,9","(7,2)","( 235,2)"
+BEANS 1ST CROP,"1.241,4","1.122,6","1.122,9","(9,5)","( 118,5)"
+BEANS 2ND CROP,"1.394,6","1.275,4","1.271,7","(8,8)","( 122,9)"
+BEANS 3RD CROP,"626,1","554,7","632,3","1,0","6,3"
+SUNFLOWER,"74,5","60,4","68,9","(7,5)","( 5,6)"
+CASTOR BEAN,"128,2","87,5","87,4","(31,8)","( 40,8)"
+TOTAL CORN,"15.178,1","15.686,2","15.817,4","4,2","639,3"
+CORN 1ST CROP,"7.558,5","6.879,2","6.864,7","(9,2)","( 693,8)"
+CORN 2ND CROP,"7.619,6","8.807,0","8.952,7","17,5","1.333,1"
+SOYBEAN,"25.042,2","27.715,2","27.715,5","10,7","2.673,3"
+SORGHUM,"786,9","836,4","836,4","6,3","49,5"
+SUBTOTAL,"48.386,0","50.715,4","50.943,6","5,3","2.557,7"
+OAT,"153,0","168,7","168,7","10,3","15,7"
+CANOLA,"42,4","43,8","43,8","3,3","1,4"
+RYE,"2,3","2,3","2,3",-,-
+BARLEY,"88,4","102,8","102,8","16,3","14,4"
+WHEAT,"2.166,2","1.895,4","1.895,4","(12,5)","( 270,8)"
+TRITICALE,"46,9","48,0","48,0","2,3","1,1"
+SUBTOTAL,"2.499,2","2.261,0","2.261,0","(9,5)","( 238,2)"
+BRAZIL,"50.885,2","5 2.976,4","5 3.204,6","4,6","2.319,5"

From 2bc505e22dfa39f9a8f5e32f020c27d40716cf81 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 14 May 2018 12:03:34 -0300
Subject: [PATCH 199/364] some housekeeping

---
 src/main/java/technology/tabula/Line.java     |  2 +-
 .../tabula/ObjectExtractorStreamEngine.java   | 28 +++++++++----------
 2 files changed, 14 insertions(+), 16 deletions(-)

diff --git a/src/main/java/technology/tabula/Line.java b/src/main/java/technology/tabula/Line.java
index 2dc8ce86..31d10529 100644
--- a/src/main/java/technology/tabula/Line.java
+++ b/src/main/java/technology/tabula/Line.java
@@ -52,7 +52,7 @@ public void addTextChunk(TextChunk textChunk) {
     public String toString() {
         StringBuilder sb = new StringBuilder();
         String s = super.toString();
-        sb.append(s.substring(0, s.length() - 1));
+        sb.append(s, 0, s.length() - 1);
         sb.append(",chunks=");
         for (TextChunk te: this.textChunks) {
             sb.append("'" + te.getText() + "', ");
diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index 700d1fe7..ff58dfc6 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -34,8 +34,6 @@ class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
     private GeneralPath currentPath = new GeneralPath();
     public List<Shape> clippingPaths;
 
-    private Matrix translateMatrix;
-
     protected ObjectExtractorStreamEngine(PDPage page) {
         super(page);
 
@@ -62,7 +60,7 @@ protected ObjectExtractorStreamEngine(PDPage page) {
     }
 
     @Override
-    public void appendRectangle(Point2D p0, Point2D p1, Point2D p2, Point2D p3) throws IOException {
+    public void appendRectangle(Point2D p0, Point2D p1, Point2D p2, Point2D p3)  {
         currentPath.moveTo((float) p0.getX(), (float) p0.getY());
         currentPath.lineTo((float) p1.getX(), (float) p1.getY());
         currentPath.lineTo((float) p2.getX(), (float) p2.getY());
@@ -72,30 +70,30 @@ public void appendRectangle(Point2D p0, Point2D p1, Point2D p2, Point2D p3) thro
     }
 
     @Override
-    public void clip(int windingRule) throws IOException {
+    public void clip(int windingRule)  {
         // the clipping path will not be updated until the succeeding painting
         // operator is called
         clipWindingRule = windingRule;
     }
 
     @Override
-    public void closePath() throws IOException {
+    public void closePath()  {
         currentPath.closePath();
     }
 
     @Override
-    public void curveTo(float x1, float y1, float x2, float y2, float x3, float y3) throws IOException {
+    public void curveTo(float x1, float y1, float x2, float y2, float x3, float y3)  {
         currentPath.curveTo(x1, y1, x2, y2, x3, y3);
     }
 
     @Override
-    public void drawImage(PDImage arg0) throws IOException {
+    public void drawImage(PDImage arg0)  {
         // TODO Auto-generated method stub
 
     }
 
     @Override
-    public void endPath() throws IOException {
+    public void endPath()  {
         if (clipWindingRule != -1) {
             currentPath.setWindingRule(clipWindingRule);
             getGraphicsState().intersectClippingPath(currentPath);
@@ -105,38 +103,38 @@ public void endPath() throws IOException {
     }
 
     @Override
-    public void fillAndStrokePath(int arg0) throws IOException {
+    public void fillAndStrokePath(int arg0) {
         strokeOrFillPath(true);
     }
 
     @Override
-    public void fillPath(int arg0) throws IOException {
+    public void fillPath(int arg0)  {
         strokeOrFillPath(true);
     }
 
     @Override
-    public Point2D getCurrentPoint() throws IOException {
+    public Point2D getCurrentPoint() {
         return currentPath.getCurrentPoint();
     }
 
     @Override
-    public void lineTo(float x, float y) throws IOException {
+    public void lineTo(float x, float y) {
         currentPath.lineTo(x, y);
     }
 
     @Override
-    public void moveTo(float x, float y) throws IOException {
+    public void moveTo(float x, float y) {
         currentPath.moveTo(x, y);
     }
 
     @Override
-    public void shadingFill(COSName arg0) throws IOException {
+    public void shadingFill(COSName arg0) {
         // TODO Auto-generated method stub
 
     }
 
     @Override
-    public void strokePath() throws IOException {
+    public void strokePath()  {
         strokeOrFillPath(false);
     }
 

From 489105bf657ddcd82588e61f7c5e0bef615f65bb Mon Sep 17 00:00:00 2001
From: Manuel Aristaran <jazzido@jazzido.com>
Date: Tue, 22 May 2018 12:32:09 -0500
Subject: [PATCH 200/364] prepare release 1.0.2

---
 README.md                                           |  4 ++--
 pom.xml                                             | 12 ++----------
 src/main/java/technology/tabula/CommandLineApp.java |  2 +-
 3 files changed, 5 insertions(+), 13 deletions(-)

diff --git a/README.md b/README.md
index 369444b4..b230c5ac 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar target/tabula-1.0.1-jar-with-dependencies.jar --help
+$ java -jar target/tabula-1.0.2-jar-with-dependencies.jar --help
 usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f
        <FORMAT>] [-g] [-h] [-i] [-l] [-n] [-o <OUTFILE>] [-p <PAGES>] [-r]
        [-s <PASSWORD>] [-t] [-u] [-v]
@@ -69,7 +69,7 @@ Tabula helps you extract tables from PDFs
  -v,--version               Print version and exit.
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-1.0.1-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-1.0.2-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
diff --git a/pom.xml b/pom.xml
index 7107ea53..27e77f04 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.2-SNAPSHOT</version>
+    <version>1.0.2</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -36,17 +36,9 @@
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
         <url>git@github.com:tabulapdf/tabula-java.git</url>
-        <tag>tabula-1.0.0-SNAPSHOT</tag>
+        <tag>v1.0.2</tag>
     </scm>
 
-    <repositories>
-        <repository>
-            <id>sonatype</id>
-            <name>Sonatype repository</name>
-            <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
-        </repository>
-    </repositories>
-
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index b7b9dfe9..61de9f12 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -33,7 +33,7 @@
 public class CommandLineApp {
 
     private static String VERSION = "1.0.2";
-    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2017 Manuel Aristarán", VERSION);
+    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2018 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
     
     private static final int RELATIVE_AREA_CALCULATION_MODE = 0;

From 4f0e9f0af1a4079ae59b923873b8e798bf6bbe14 Mon Sep 17 00:00:00 2001
From: "Bruno P. Kinoshita" <kinow@users.noreply.github.com>
Date: Fri, 15 Jun 2018 16:07:02 +1200
Subject: [PATCH 201/364] Fix typo

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b230c5ac..c5bb42f4 100644
--- a/README.md
+++ b/README.md
@@ -101,7 +101,7 @@ You can help by:
 
 ### Backers
 
-You can also support our continued work on `tabula-java` with a one-time or monthly donation [on OpenCollective](https://opencollective.com/tabulapdf#support). Organizations who use `tabula-java` can also [sponsor the project](https://opencollective.com/tabulapdf#support) for acknolwedgement on [our official site](http://tabula.technology/) and this README.
+You can also support our continued work on `tabula-java` with a one-time or monthly donation [on OpenCollective](https://opencollective.com/tabulapdf#support). Organizations who use `tabula-java` can also [sponsor the project](https://opencollective.com/tabulapdf#support) for acknowledgement on [our official site](http://tabula.technology/) and this README.
 
 Special thanks to the following users and organizations for generously supporting Tabula with donations and grants:
 

From 709f2cba16cf8d9dd07cb4401577af0f0ac7da50 Mon Sep 17 00:00:00 2001
From: "Bruno P. Kinoshita" <kinow@users.noreply.github.com>
Date: Sun, 17 Jun 2018 19:43:20 +1200
Subject: [PATCH 202/364] Prevent file creation in sources directory

---
 src/test/java/technology/tabula/TestCommandLineApp.java | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 81b30d4b..4c04dccf 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -12,10 +12,15 @@
 import org.apache.commons.cli.CommandLineParser;
 import org.apache.commons.cli.DefaultParser;
 import org.apache.commons.cli.ParseException;
+import org.junit.Rule;
 import org.junit.Test;
+import org.junit.rules.TemporaryFolder;
 
 public class TestCommandLineApp {
 
+    @Rule
+    public TemporaryFolder folder = new TemporaryFolder();
+
     private String csvFromCommandLineArgs(String[] args) throws ParseException {
         CommandLineParser parser = new DefaultParser();
         CommandLine cmd = parser.parse(CommandLineApp.buildOptions(), args);
@@ -72,7 +77,7 @@ public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IO
                 "src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
                 "-p", "1", "-a",
                 "150.56,58.9,654.7,536.12", "-f",
-                "CSV", "-o", "outputFile"
+                "CSV", "-o", folder.newFile().getAbsolutePath()
         });
         //assertEquals(expectedCsv,);
     }

From 8d32d33008e0efd9cc38e361ecc92822a956a025 Mon Sep 17 00:00:00 2001
From: "Bruno P. Kinoshita" <kinow@users.noreply.github.com>
Date: Fri, 15 Jun 2018 01:08:41 +1200
Subject: [PATCH 203/364] Update dependencies

---
 pom.xml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/pom.xml b/pom.xml
index 27e77f04..93ea5b63 100644
--- a/pom.xml
+++ b/pom.xml
@@ -243,19 +243,19 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.56</version>
+        <version>1.59</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.56</version>
+        <version>1.59</version>
     </dependency>
 
     <dependency>
         <groupId>junit</groupId>
         <artifactId>junit</artifactId>
-        <version>4.11</version>
+        <version>4.12</version>
         <scope>test</scope>
     </dependency>
 
@@ -268,19 +268,19 @@
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.4</version>
+        <version>1.5</version>
     </dependency>
 
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.8.0</version>
+        <version>2.8.5</version>
     </dependency>
 
     <dependency>
         <groupId>com.github.jai-imageio</groupId>
         <artifactId>jai-imageio-core</artifactId>
-        <version>1.3.1</version>
+        <version>1.4.0</version>
     </dependency>
 
     <dependency>

From c8eed5f9beaffb14ea1c85f1229897b63324f8de Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 24 Jun 2018 12:10:16 -0300
Subject: [PATCH 204/364] Add assertion to incomplete test (see #234)

---
 .../java/technology/tabula/TestCommandLineApp.java   | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 4c04dccf..3e4dafa7 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -2,11 +2,9 @@
 
 import static org.junit.Assert.*;
 
+import java.io.File;
 import java.io.IOException;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.nio.file.FileSystem;
-import java.nio.file.FileSystems;
+import java.nio.file.*;
 
 import org.apache.commons.cli.CommandLine;
 import org.apache.commons.cli.CommandLineParser;
@@ -73,13 +71,15 @@ public void testExtractSpreadsheetWithAreaAndNewFile() throws ParseException, IO
 
         String expectedCsv = UtilsForTesting.loadCsv("src/test/resources/technology/tabula/csv/spreadsheet_no_bounding_frame.csv");
 
+        File newFile = folder.newFile();
         this.csvFromCommandLineArgs(new String[]{
                 "src/test/resources/technology/tabula/spreadsheet_no_bounding_frame.pdf",
                 "-p", "1", "-a",
                 "150.56,58.9,654.7,536.12", "-f",
-                "CSV", "-o", folder.newFile().getAbsolutePath()
+                "CSV", "-o", newFile.getAbsolutePath()
         });
-        //assertEquals(expectedCsv,);
+
+        assertArrayEquals(expectedCsv.getBytes(), Files.readAllBytes(Paths.get(newFile.getAbsolutePath())));
     }
 
 

From 246dabb9fc7ff9e044c47b0ee21a2fa8a19058ff Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 4 Jul 2018 09:50:51 -0300
Subject: [PATCH 205/364] upgrade pdfbox dependencies

---
 pom.xml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pom.xml b/pom.xml
index 93ea5b63..24203397 100644
--- a/pom.xml
+++ b/pom.xml
@@ -237,7 +237,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.9</version>
+        <version>2.0.11</version>
     </dependency>
 
     <dependency>
@@ -290,9 +290,9 @@
     </dependency>
 
     <dependency>
-        <groupId>com.levigo.jbig2</groupId>
-        <artifactId>levigo-jbig2-imageio</artifactId>
-        <version>2.0</version>
+        <groupId>org.apache.pdfbox</groupId>
+        <artifactId>jbig2-imageio</artifactId>
+        <version>3.0.1</version>
     </dependency>
 </dependencies>
 

From ae46324b1753818270dd2e64663ebd8b3e8a8b42 Mon Sep 17 00:00:00 2001
From: Eric Schoen <ejschoen001@gmail.com>
Date: Tue, 3 Jul 2018 17:22:09 -0500
Subject: [PATCH 206/364] Make RectangleSpatialIndex public

---
 pom.xml                                                    | 2 +-
 src/main/java/technology/tabula/RectangleSpatialIndex.java | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 24203397..e9ea20a5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.2</version>
+    <version>1.0.3</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index 2c8533df..a39114a2 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -6,7 +6,7 @@
 import org.locationtech.jts.geom.Envelope;
 import org.locationtech.jts.index.strtree.STRtree;
 
-class RectangleSpatialIndex<T extends Rectangle> {
+public class RectangleSpatialIndex<T extends Rectangle> {
     
 
     private final STRtree si = new STRtree();

From fde2527605acf6fb7f9923e97a17644dfe2fb96c Mon Sep 17 00:00:00 2001
From: coder111 <coder111@protonmail.com>
Date: Tue, 21 Aug 2018 21:42:40 +0100
Subject: [PATCH 207/364] Add relative coordinate support to column option

---
 .../technology/tabula/CommandLineApp.java     | 29 +++++++++++++++++--
 1 file changed, 26 insertions(+), 3 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 61de9f12..5e1c1cf0 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -265,7 +265,12 @@ private static TableExtractor createExtractor(CommandLine line) throws ParseExce
         extractor.setUseLineReturns(line.hasOption('u'));
 
         if (line.hasOption('c')) {
-            extractor.setVerticalRulingPositions(parseFloatList(line.getOptionValue('c')));
+            String optionString = line.getOptionValue('c');
+            if (optionString.startsWith("%")) {
+                extractor.setVerticalRulingPositionsRelative(true);
+                optionString = optionString.substring(1);
+            }
+            extractor.setVerticalRulingPositions(parseFloatList(optionString));
         }
         return extractor;
     }
@@ -329,7 +334,9 @@ public static Options buildOptions() {
                 .build());
         o.addOption(Option.builder("c")
                 .longOpt("columns")
-                .desc("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3")
+                .desc("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3. "
+                        + "If all values are between 0-100 (inclusive) and preceded by '%', input will be taken as % of actual width of the page. "
+                        + "Example: --columns %25,50,80.6")
                 .hasArg()
                 .argName("COLUMNS")
                 .build());
@@ -356,6 +363,7 @@ private static class TableExtractor {
         private boolean useLineReturns = false;
         private BasicExtractionAlgorithm basicExtractor = new BasicExtractionAlgorithm();
         private SpreadsheetExtractionAlgorithm spreadsheetExtractor = new SpreadsheetExtractionAlgorithm();
+        private boolean verticalRulingPositionsRelative = false;
         private List<Float> verticalRulingPositions = null;
         private ExtractionMethod method = ExtractionMethod.BASIC;
 
@@ -365,6 +373,9 @@ public TableExtractor() {
         public void setVerticalRulingPositions(List<Float> positions) {
             this.verticalRulingPositions = positions;
         }
+        public void setVerticalRulingPositionsRelative(boolean relative) {
+            this.verticalRulingPositionsRelative = relative;
+        }
 
         public void setGuess(boolean guess) {
             this.guess = guess;
@@ -411,7 +422,19 @@ public List<Table> extractTablesBasic(Page page) {
             }
 
             if (verticalRulingPositions != null) {
-                return basicExtractor.extract(page, verticalRulingPositions);
+                List<Float> absoluteRulingPositions;
+
+                if (this.verticalRulingPositionsRelative) {
+                    // convert relative to absolute
+                    absoluteRulingPositions = new ArrayList<>(verticalRulingPositions.size());
+                    for (float relative: this.verticalRulingPositions) {
+                        float absolute = (float)(relative / 100.0 * page.getWidth());
+                        absoluteRulingPositions.add(absolute);
+                    }
+                } else {
+                    absoluteRulingPositions = this.verticalRulingPositions;
+                }
+                return basicExtractor.extract(page, absoluteRulingPositions);
             }
             return basicExtractor.extract(page);
         }

From 1e9a6129f61ba7031f49fe06276a0cc69ff135ac Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 11 Sep 2018 12:29:58 -0300
Subject: [PATCH 208/364] Fix AppVeyor winows build - maven 3.5.4

---
 appveyor.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/appveyor.yml b/appveyor.yml
index d16a36ce..b2c4a0ae 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -2,14 +2,14 @@ version: '{build}'
 install:
   - ps: |
       Add-Type -AssemblyName System.IO.Compression.FileSystem
-      if (!(Test-Path -Path "C:\maven\apache-maven-3.5.2" )) {
+      if (!(Test-Path -Path "C:\maven\apache-maven-3.5.4" )) {
         (new-object System.Net.WebClient).DownloadFile(
-          'http://www-us.apache.org/dist/maven/maven-3/3.5.2/binaries/apache-maven-3.5.2-bin.zip',
+          'http://www-us.apache.org/dist/maven/maven-3/3.5.4/binaries/apache-maven-3.5.4-bin.zip',
           'C:\maven-bin.zip'
         )
         [System.IO.Compression.ZipFile]::ExtractToDirectory("C:\maven-bin.zip", "C:\maven")
       }
-  - cmd: SET PATH=C:\maven\apache-maven-3.5.2\bin;%JAVA_HOME%\bin;%PATH%
+  - cmd: SET PATH=C:\maven\apache-maven-3.5.4\bin;%JAVA_HOME%\bin;%PATH%
   - cmd: SET MAVEN_OPTS=-Xmx2g
   - cmd: SET JAVA_OPTS=-Xmx2g
 build_script:

From 6fd5d32bd61fe98beb8ecfe6cc25ec08aad92783 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 30 Oct 2018 10:56:36 -0300
Subject: [PATCH 209/364] Update pdfbox to 2.0.12 (CVE-2018-11797)

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 93ea5b63..21e9677b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -237,7 +237,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.9</version>
+        <version>2.0.12</version>
     </dependency>
 
     <dependency>

From 545db99cb432306d5a06c56bfe68c3a3d6380052 Mon Sep 17 00:00:00 2001
From: laigor <leaigor@gmail.com>
Date: Fri, 7 Dec 2018 19:24:12 +0300
Subject: [PATCH 210/364] Add  right and bottom of area to JSON output

---
 src/main/java/technology/tabula/json/TableSerializer.java | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/main/java/technology/tabula/json/TableSerializer.java b/src/main/java/technology/tabula/json/TableSerializer.java
index 87d091d0..ba04a7cf 100644
--- a/src/main/java/technology/tabula/json/TableSerializer.java
+++ b/src/main/java/technology/tabula/json/TableSerializer.java
@@ -30,6 +30,8 @@ public JsonElement serialize(Table src, Type typeOfSrc, JsonSerializationContext
 		result.addProperty("left",   src.getLeft());
 		result.addProperty("width",  src.getWidth());
 		result.addProperty("height", src.getHeight());
+		result.addProperty("right",  src.getRight());
+		result.addProperty("bottom", src.getBottom());
 
 		JsonArray data;
 		result.add("data", data = new JsonArray());

From 883284cf8755eb88ff77749ea96e31f5b741fe64 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sun, 25 Nov 2018 16:12:47 -0500
Subject: [PATCH 211/364] -g method translates to ExtractionMethod.DECIDE

---
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 61de9f12..0de4e4a5 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -252,7 +252,7 @@ private static ExtractionMethod whichExtractionMethod(CommandLine line) {
         }
 
         // -n/--no-spreadsheet [deprecated; use -t] or  -c/--columns or -g/--guess or -t/--stream
-        if (line.hasOption('n') || line.hasOption('c') || line.hasOption('g') || line.hasOption('t')) {
+        if (line.hasOption('n') || line.hasOption('c') || line.hasOption('t')) {
             return ExtractionMethod.BASIC;
         }
         return ExtractionMethod.DECIDE;

From c400625316e941610e47cdb5076434c7522323cc Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sun, 25 Nov 2018 16:13:31 -0500
Subject: [PATCH 212/364] correct table coordiinates in guess mode

---
 .../technology/tabula/extractors/BasicExtractionAlgorithm.java | 3 ++-
 .../tabula/json/argentina_diputados_voting_record.json         | 2 +-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index afaeb5c7..dcd01695 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -64,7 +64,8 @@ public int compare(Ruling arg0, Ruling arg1) {
         }
         
         Table table = new Table(this);
-        
+        table.setRect(page.getLeft(), page.getTop(), page.getWidth(), page.getHeight());
+
         for (int i = 0; i < lines.size(); i++) {
             Line line = lines.get(i);
             List<TextChunk> elements = line.getTextElements();
diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index 3a2eced9..cc7b1735 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
\ No newline at end of file
+{"extraction_method":"stream","top":269.875,"left":12.75,"width":548.25,"height":520.625,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
\ No newline at end of file

From 209eea214e0a48f238a8d17b95d0d6e310c1233e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 11 Dec 2018 09:46:21 -0300
Subject: [PATCH 213/364] Update JSON test fixtures to include `right` and
 `bottom` keys (#265)

---
 .../tabula/json/argentina_diputados_voting_record.json         | 2 +-
 src/test/resources/technology/tabula/json/schools.json         | 3 +--
 src/test/resources/technology/tabula/json/spanning_cells.json  | 2 +-
 .../resources/technology/tabula/json/spanning_cells_basic.json | 2 +-
 src/test/resources/technology/tabula/json/twotables.json       | 2 +-
 5 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index 3a2eced9..fb4400f8 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
\ No newline at end of file
+{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"right":549.04,"bottom":782.04004,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
diff --git a/src/test/resources/technology/tabula/json/schools.json b/src/test/resources/technology/tabula/json/schools.json
index 1c9ed032..57544ff0 100644
--- a/src/test/resources/technology/tabula/json/schools.json
+++ b/src/test/resources/technology/tabula/json/schools.json
@@ -1,2 +1 @@
-
-{"extraction_method":"lattice","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91128540039062,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.50002,"width":69.71998596191406,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91128540039062,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.50002,"width":69.71998596191406,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91128540039062,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.50002,"width":69.71998596191406,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91128540039062,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.50002,"width":69.71998596191406,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91128540039062,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.50002,"width":69.71998596191406,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91128540039062,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.50002,"width":69.71998596191406,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91128540039062,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.50002,"width":69.71998596191406,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cohen"},{"top":397.86,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":408.63998,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":408.63998,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Commers"},{"top":408.63998,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Beth"},{"top":408.63998,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2294 Commonwealth Ave"},{"top":408.63998,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St Paul"},{"top":408.63998,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":408.63998,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":408.63998,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":"Self Employed"},{"top":408.63998,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":"Homemaker"},{"top":408.63998,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"8/1/2012"},{"top":408.63998,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91128540039062,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.50002,"width":69.71998596191406,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91128540039062,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.50002,"width":69.71998596191406,"height":10.780059814453125,"text":"Florence M.  /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence‐teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91128540039062,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.50002,"width":69.71998596191406,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91128540039062,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.50002,"width":69.71998596191406,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
\ No newline at end of file
+{"extraction_method":"lattice","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"right":762.30035,"bottom":538.26,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91128540039062,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.50002,"width":69.71998596191406,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91128540039062,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.50002,"width":69.71998596191406,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91128540039062,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.50002,"width":69.71998596191406,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91128540039062,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.50002,"width":69.71998596191406,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91128540039062,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.50002,"width":69.71998596191406,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91128540039062,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.50002,"width":69.71998596191406,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91128540039062,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.50002,"width":69.71998596191406,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cohen"},{"top":397.86,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":408.63998,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":408.63998,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Commers"},{"top":408.63998,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Beth"},{"top":408.63998,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2294 Commonwealth Ave"},{"top":408.63998,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St Paul"},{"top":408.63998,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":408.63998,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":408.63998,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":"Self Employed"},{"top":408.63998,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":"Homemaker"},{"top":408.63998,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"8/1/2012"},{"top":408.63998,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91128540039062,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.50002,"width":69.71998596191406,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91128540039062,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.50002,"width":69.71998596191406,"height":10.780059814453125,"text":"Florence M.  /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence‐teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91128540039062,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.50002,"width":69.71998596191406,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91128540039062,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.50002,"width":69.71998596191406,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
diff --git a/src/test/resources/technology/tabula/json/spanning_cells.json b/src/test/resources/technology/tabula/json/spanning_cells.json
index 97f3d147..89bb9707 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938491821289062,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.78943,"width":121.92680358886719,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663360595703125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37115,"width":46.73052978515625,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.78943,"width":121.92680358886719,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663360595703125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37115,"width":46.73052978515625,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.78943,"width":121.92680358886719,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663360595703125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37115,"width":46.73052978515625,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785018920898438,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785018920898438,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785018920898438,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785018920898438,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785018920898438,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785018920898438,"text":"1,693"}],[{"top":236.53287,"left":119.78943,"width":355.312255859375,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.78943,"width":121.92680358886719,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663360595703125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37115,"width":46.73052978515625,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66316223144531,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.41415,"width":46.663726806640625,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"right":475.10168,"bottom":417.07092,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938491821289062,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.78943,"width":121.92680358886719,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663360595703125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37115,"width":46.73052978515625,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.78943,"width":121.92680358886719,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663360595703125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37115,"width":46.73052978515625,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.78943,"width":121.92680358886719,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663360595703125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37115,"width":46.73052978515625,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785018920898438,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785018920898438,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785018920898438,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785018920898438,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785018920898438,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785018920898438,"text":"1,693"}],[{"top":236.53287,"left":119.78943,"width":355.312255859375,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.78943,"width":121.92680358886719,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663360595703125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37115,"width":46.73052978515625,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"right":464.1174,"bottom":589.7847,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66316223144531,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.41415,"width":46.663726806640625,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
diff --git a/src/test/resources/technology/tabula/json/spanning_cells_basic.json b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
index da8c71e0..d0164280 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells_basic.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897811889648438,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.789444,"width":121.92678833007812,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663330078125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37112,"width":46.73773193359375,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.789444,"width":121.92678833007812,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663330078125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37112,"width":46.73773193359375,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.789444,"width":121.92678833007812,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663330078125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37112,"width":46.73773193359375,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785003662109375,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785003662109375,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785003662109375,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785003662109375,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785003662109375,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785003662109375,"text":"1,693"}],[{"top":236.53285,"left":119.789444,"width":355.31939697265625,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.789444,"width":121.92678833007812,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663330078125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37112,"width":46.73773193359375,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66316223144531,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.41415,"width":46.663726806640625,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"right":475.10883,"bottom":417.07086,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897811889648438,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.789444,"width":121.92678833007812,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663330078125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37112,"width":46.73773193359375,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.789444,"width":121.92678833007812,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663330078125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37112,"width":46.73773193359375,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.789444,"width":121.92678833007812,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663330078125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37112,"width":46.73773193359375,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785003662109375,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785003662109375,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785003662109375,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785003662109375,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785003662109375,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785003662109375,"text":"1,693"}],[{"top":236.53285,"left":119.789444,"width":355.31939697265625,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.789444,"width":121.92678833007812,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663330078125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37112,"width":46.73773193359375,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"right":464.1174,"bottom":589.802,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66316223144531,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.41415,"width":46.663726806640625,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
diff --git a/src/test/resources/technology/tabula/json/twotables.json b/src/test/resources/technology/tabula/json/twotables.json
index 5c70c52e..f6bd4f36 100644
--- a/src/test/resources/technology/tabula/json/twotables.json
+++ b/src/test/resources/technology/tabula/json/twotables.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":111.79087,"left":67.41156,"width":342.44476318359375,"height":174.0704345703125,"data":[[{"top":111.79087,"left":67.41156,"width":85.61141967773438,"height":28.536293029785156,"text":""},{"top":111.79087,"left":153.02298,"width":256.8333435058594,"height":14.267105102539062,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":126.057976,"left":153.02298,"width":51.367401123046875,"height":14.269187927246094,"text":"資本金"},{"top":126.057976,"left":204.39038,"width":51.36669921875,"height":14.269187927246094,"text":"資本剰余金"},{"top":126.057976,"left":255.75708,"width":51.3656005859375,"height":14.269187927246094,"text":"利益剰余金"},{"top":126.057976,"left":307.12268,"width":51.366668701171875,"height":14.269187927246094,"text":"自己株式"},{"top":126.057976,"left":358.48935,"width":51.366973876953125,"height":14.269187927246094,"text":"株主資本合計"}],[{"top":140.32716,"left":67.41156,"width":85.61141967773438,"height":14.265777587890625,"text":"当期首残高"},{"top":140.32716,"left":153.02298,"width":51.367401123046875,"height":14.265777587890625,"text":"5,664"},{"top":140.32716,"left":204.39038,"width":51.36669921875,"height":14.265777587890625,"text":"749"},{"top":140.32716,"left":255.75708,"width":51.3656005859375,"height":14.265777587890625,"text":"12,017"},{"top":140.32716,"left":307.12268,"width":51.366668701171875,"height":14.265777587890625,"text":"△747"},{"top":140.32716,"left":358.48935,"width":51.366973876953125,"height":14.265777587890625,"text":"17,683"}],[{"top":154.59294,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期変動額"},{"top":154.59294,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":""},{"top":154.59294,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":""}],[{"top":168.86205,"left":67.41156,"width":85.61141967773438,"height":14.268997192382812,"text":"剰余金の配当"},{"top":168.86205,"left":153.02298,"width":51.367401123046875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":204.39038,"width":51.36669921875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":255.75708,"width":51.3656005859375,"height":14.268997192382812,"text":"△525"},{"top":168.86205,"left":307.12268,"width":51.366668701171875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":358.48935,"width":51.366973876953125,"height":14.268997192382812,"text":"△525"}],[{"top":183.13104,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期純利益"},{"top":183.13104,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":"1,269"},{"top":183.13104,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":"1,269"}],[{"top":197.4002,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"自己株式の取得"},{"top":197.4002,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":""},{"top":197.4002,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":"△0"},{"top":197.4002,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△0"}],[{"top":211.66914,"left":67.41156,"width":85.61141967773438,"height":22.82952880859375,"text":"持分法の適用範囲\rの変動"},{"top":211.66914,"left":153.02298,"width":51.367401123046875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":204.39038,"width":51.36669921875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":255.75708,"width":51.3656005859375,"height":22.82952880859375,"text":"85"},{"top":211.66914,"left":307.12268,"width":51.366668701171875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":358.48935,"width":51.366973876953125,"height":22.82952880859375,"text":"85"}],[{"top":234.49867,"left":67.41156,"width":85.61141967773438,"height":22.829910278320312,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":234.49867,"left":153.02298,"width":51.367401123046875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":204.39038,"width":51.36669921875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":255.75708,"width":51.3656005859375,"height":22.829910278320312,"text":""},{"top":234.49867,"left":307.12268,"width":51.366668701171875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":358.48935,"width":51.366973876953125,"height":22.829910278320312,"text":""}],[{"top":257.32858,"left":67.41156,"width":85.61141967773438,"height":14.2686767578125,"text":"当期変動額合計"},{"top":257.32858,"left":153.02298,"width":51.367401123046875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":204.39038,"width":51.36669921875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":255.75708,"width":51.3656005859375,"height":14.2686767578125,"text":"829"},{"top":257.32858,"left":307.12268,"width":51.366668701171875,"height":14.2686767578125,"text":"△0"},{"top":257.32858,"left":358.48935,"width":51.366973876953125,"height":14.2686767578125,"text":"829"}],[{"top":271.59726,"left":67.41156,"width":85.61141967773438,"height":14.2640380859375,"text":"当期末残高"},{"top":271.59726,"left":153.02298,"width":51.367401123046875,"height":14.2640380859375,"text":"5,664"},{"top":271.59726,"left":204.39038,"width":51.36669921875,"height":14.2640380859375,"text":"749"},{"top":271.59726,"left":255.75708,"width":51.3656005859375,"height":14.2640380859375,"text":"12,846"},{"top":271.59726,"left":307.12268,"width":51.366668701171875,"height":14.2640380859375,"text":"△747"},{"top":271.59726,"left":358.48935,"width":51.366973876953125,"height":14.2640380859375,"text":"18,512"}]]},{"extraction_method":"lattice","top":312.25272,"left":67.41156,"width":445.17803955078125,"height":191.19696044921875,"data":[[{"top":312.25272,"left":67.41156,"width":85.61141967773438,"height":45.658233642578125,"text":""},{"top":312.25272,"left":153.02298,"width":256.8333435058594,"height":14.267730712890625,"text":"その他の包括利益累計額"},{"top":312.25272,"left":409.85632,"width":51.365631103515625,"height":45.658233642578125,"text":"少数株主持分"},{"top":312.25272,"left":461.22195,"width":51.367645263671875,"height":45.658233642578125,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":326.52045,"left":153.02298,"width":51.367401123046875,"height":31.3905029296875,"text":"その他有価証券\r評価差額金"},{"top":326.52045,"left":204.39038,"width":51.36669921875,"height":31.3905029296875,"text":"繰延ヘッジ\r損益"},{"top":326.52045,"left":255.75708,"width":51.3656005859375,"height":31.3905029296875,"text":"為替換算\r調整勘定"},{"top":326.52045,"left":307.12268,"width":51.366668701171875,"height":31.3905029296875,"text":"退職給付に係る\r調整累計額"},{"top":326.52045,"left":358.48935,"width":51.366973876953125,"height":31.3905029296875,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.91095,"left":67.41156,"width":85.61141967773438,"height":14.268768310546875,"text":"当期首残高"},{"top":357.91095,"left":153.02298,"width":51.367401123046875,"height":14.268768310546875,"text":"△669"},{"top":357.91095,"left":204.39038,"width":51.36669921875,"height":14.268768310546875,"text":"61"},{"top":357.91095,"left":255.75708,"width":51.3656005859375,"height":14.268768310546875,"text":"△109"},{"top":357.91095,"left":307.12268,"width":51.366668701171875,"height":14.268768310546875,"text":"―"},{"top":357.91095,"left":358.48935,"width":51.366973876953125,"height":14.268768310546875,"text":"△717"},{"top":357.91095,"left":409.85632,"width":51.365631103515625,"height":14.268768310546875,"text":"246"},{"top":357.91095,"left":461.22195,"width":51.367645263671875,"height":14.268768310546875,"text":"17,212"}],[{"top":372.17972,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期変動額"},{"top":372.17972,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":""},{"top":372.17972,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":""},{"top":372.17972,"left":409.85632,"width":51.365631103515625,"height":14.2691650390625,"text":""},{"top":372.17972,"left":461.22195,"width":51.367645263671875,"height":14.2691650390625,"text":""}],[{"top":386.44888,"left":67.41156,"width":85.61141967773438,"height":14.268646240234375,"text":"剰余金の配当"},{"top":386.44888,"left":153.02298,"width":51.367401123046875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":204.39038,"width":51.36669921875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":255.75708,"width":51.3656005859375,"height":14.268646240234375,"text":""},{"top":386.44888,"left":307.12268,"width":51.366668701171875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":358.48935,"width":51.366973876953125,"height":14.268646240234375,"text":""},{"top":386.44888,"left":409.85632,"width":51.365631103515625,"height":14.268646240234375,"text":""},{"top":386.44888,"left":461.22195,"width":51.367645263671875,"height":14.268646240234375,"text":"△525"}],[{"top":400.71753,"left":67.41156,"width":85.61141967773438,"height":14.26812744140625,"text":"当期純利益"},{"top":400.71753,"left":153.02298,"width":51.367401123046875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":204.39038,"width":51.36669921875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":255.75708,"width":51.3656005859375,"height":14.26812744140625,"text":""},{"top":400.71753,"left":307.12268,"width":51.366668701171875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":358.48935,"width":51.366973876953125,"height":14.26812744140625,"text":""},{"top":400.71753,"left":409.85632,"width":51.365631103515625,"height":14.26812744140625,"text":""},{"top":400.71753,"left":461.22195,"width":51.367645263671875,"height":14.26812744140625,"text":"1,269"}],[{"top":414.98566,"left":67.41156,"width":85.61141967773438,"height":14.26678466796875,"text":"自己株式の取得"},{"top":414.98566,"left":153.02298,"width":51.367401123046875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":204.39038,"width":51.36669921875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":255.75708,"width":51.3656005859375,"height":14.26678466796875,"text":""},{"top":414.98566,"left":307.12268,"width":51.366668701171875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":358.48935,"width":51.366973876953125,"height":14.26678466796875,"text":""},{"top":414.98566,"left":409.85632,"width":51.365631103515625,"height":14.26678466796875,"text":""},{"top":414.98566,"left":461.22195,"width":51.367645263671875,"height":14.26678466796875,"text":"△0"}],[{"top":429.25244,"left":67.41156,"width":85.61141967773438,"height":22.8292236328125,"text":"持分法の適用範囲\rの変動"},{"top":429.25244,"left":153.02298,"width":51.367401123046875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":204.39038,"width":51.36669921875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":255.75708,"width":51.3656005859375,"height":22.8292236328125,"text":""},{"top":429.25244,"left":307.12268,"width":51.366668701171875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":358.48935,"width":51.366973876953125,"height":22.8292236328125,"text":""},{"top":429.25244,"left":409.85632,"width":51.365631103515625,"height":22.8292236328125,"text":""},{"top":429.25244,"left":461.22195,"width":51.367645263671875,"height":22.8292236328125,"text":"85"}],[{"top":452.08167,"left":67.41156,"width":85.61141967773438,"height":22.830596923828125,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":452.08167,"left":153.02298,"width":51.367401123046875,"height":22.830596923828125,"text":"556"},{"top":452.08167,"left":204.39038,"width":51.36669921875,"height":22.830596923828125,"text":"80"},{"top":452.08167,"left":255.75708,"width":51.3656005859375,"height":22.830596923828125,"text":"5"},{"top":452.08167,"left":307.12268,"width":51.366668701171875,"height":22.830596923828125,"text":"―"},{"top":452.08167,"left":358.48935,"width":51.366973876953125,"height":22.830596923828125,"text":"642"},{"top":452.08167,"left":409.85632,"width":51.365631103515625,"height":22.830596923828125,"text":"△0"},{"top":452.08167,"left":461.22195,"width":51.367645263671875,"height":22.830596923828125,"text":"642"}],[{"top":474.91226,"left":67.41156,"width":85.61141967773438,"height":14.26776123046875,"text":"当期変動額合計"},{"top":474.91226,"left":153.02298,"width":51.367401123046875,"height":14.26776123046875,"text":"556"},{"top":474.91226,"left":204.39038,"width":51.36669921875,"height":14.26776123046875,"text":"80"},{"top":474.91226,"left":255.75708,"width":51.3656005859375,"height":14.26776123046875,"text":"5"},{"top":474.91226,"left":307.12268,"width":51.366668701171875,"height":14.26776123046875,"text":"―"},{"top":474.91226,"left":358.48935,"width":51.366973876953125,"height":14.26776123046875,"text":"642"},{"top":474.91226,"left":409.85632,"width":51.365631103515625,"height":14.26776123046875,"text":"△0"},{"top":474.91226,"left":461.22195,"width":51.367645263671875,"height":14.26776123046875,"text":"1,471"}],[{"top":489.18002,"left":67.41156,"width":85.61141967773438,"height":14.2696533203125,"text":"当期末残高"},{"top":489.18002,"left":153.02298,"width":51.367401123046875,"height":14.2696533203125,"text":"△113"},{"top":489.18002,"left":204.39038,"width":51.36669921875,"height":14.2696533203125,"text":"142"},{"top":489.18002,"left":255.75708,"width":51.3656005859375,"height":14.2696533203125,"text":"△104"},{"top":489.18002,"left":307.12268,"width":51.366668701171875,"height":14.2696533203125,"text":"―"},{"top":489.18002,"left":358.48935,"width":51.366973876953125,"height":14.2696533203125,"text":"△75"},{"top":489.18002,"left":409.85632,"width":51.365631103515625,"height":14.2696533203125,"text":"245"},{"top":489.18002,"left":461.22195,"width":51.367645263671875,"height":14.2696533203125,"text":"18,683"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":111.79087,"left":67.41156,"width":342.44476318359375,"height":174.0704345703125,"right":409.85632,"bottom":285.8613,"data":[[{"top":111.79087,"left":67.41156,"width":85.61141967773438,"height":28.536293029785156,"text":""},{"top":111.79087,"left":153.02298,"width":256.8333435058594,"height":14.267105102539062,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":126.057976,"left":153.02298,"width":51.367401123046875,"height":14.269187927246094,"text":"資本金"},{"top":126.057976,"left":204.39038,"width":51.36669921875,"height":14.269187927246094,"text":"資本剰余金"},{"top":126.057976,"left":255.75708,"width":51.3656005859375,"height":14.269187927246094,"text":"利益剰余金"},{"top":126.057976,"left":307.12268,"width":51.366668701171875,"height":14.269187927246094,"text":"自己株式"},{"top":126.057976,"left":358.48935,"width":51.366973876953125,"height":14.269187927246094,"text":"株主資本合計"}],[{"top":140.32716,"left":67.41156,"width":85.61141967773438,"height":14.265777587890625,"text":"当期首残高"},{"top":140.32716,"left":153.02298,"width":51.367401123046875,"height":14.265777587890625,"text":"5,664"},{"top":140.32716,"left":204.39038,"width":51.36669921875,"height":14.265777587890625,"text":"749"},{"top":140.32716,"left":255.75708,"width":51.3656005859375,"height":14.265777587890625,"text":"12,017"},{"top":140.32716,"left":307.12268,"width":51.366668701171875,"height":14.265777587890625,"text":"△747"},{"top":140.32716,"left":358.48935,"width":51.366973876953125,"height":14.265777587890625,"text":"17,683"}],[{"top":154.59294,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期変動額"},{"top":154.59294,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":""},{"top":154.59294,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":""}],[{"top":168.86205,"left":67.41156,"width":85.61141967773438,"height":14.268997192382812,"text":"剰余金の配当"},{"top":168.86205,"left":153.02298,"width":51.367401123046875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":204.39038,"width":51.36669921875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":255.75708,"width":51.3656005859375,"height":14.268997192382812,"text":"△525"},{"top":168.86205,"left":307.12268,"width":51.366668701171875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":358.48935,"width":51.366973876953125,"height":14.268997192382812,"text":"△525"}],[{"top":183.13104,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期純利益"},{"top":183.13104,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":"1,269"},{"top":183.13104,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":"1,269"}],[{"top":197.4002,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"自己株式の取得"},{"top":197.4002,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":""},{"top":197.4002,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":"△0"},{"top":197.4002,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△0"}],[{"top":211.66914,"left":67.41156,"width":85.61141967773438,"height":22.82952880859375,"text":"持分法の適用範囲\rの変動"},{"top":211.66914,"left":153.02298,"width":51.367401123046875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":204.39038,"width":51.36669921875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":255.75708,"width":51.3656005859375,"height":22.82952880859375,"text":"85"},{"top":211.66914,"left":307.12268,"width":51.366668701171875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":358.48935,"width":51.366973876953125,"height":22.82952880859375,"text":"85"}],[{"top":234.49867,"left":67.41156,"width":85.61141967773438,"height":22.829910278320312,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":234.49867,"left":153.02298,"width":51.367401123046875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":204.39038,"width":51.36669921875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":255.75708,"width":51.3656005859375,"height":22.829910278320312,"text":""},{"top":234.49867,"left":307.12268,"width":51.366668701171875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":358.48935,"width":51.366973876953125,"height":22.829910278320312,"text":""}],[{"top":257.32858,"left":67.41156,"width":85.61141967773438,"height":14.2686767578125,"text":"当期変動額合計"},{"top":257.32858,"left":153.02298,"width":51.367401123046875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":204.39038,"width":51.36669921875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":255.75708,"width":51.3656005859375,"height":14.2686767578125,"text":"829"},{"top":257.32858,"left":307.12268,"width":51.366668701171875,"height":14.2686767578125,"text":"△0"},{"top":257.32858,"left":358.48935,"width":51.366973876953125,"height":14.2686767578125,"text":"829"}],[{"top":271.59726,"left":67.41156,"width":85.61141967773438,"height":14.2640380859375,"text":"当期末残高"},{"top":271.59726,"left":153.02298,"width":51.367401123046875,"height":14.2640380859375,"text":"5,664"},{"top":271.59726,"left":204.39038,"width":51.36669921875,"height":14.2640380859375,"text":"749"},{"top":271.59726,"left":255.75708,"width":51.3656005859375,"height":14.2640380859375,"text":"12,846"},{"top":271.59726,"left":307.12268,"width":51.366668701171875,"height":14.2640380859375,"text":"△747"},{"top":271.59726,"left":358.48935,"width":51.366973876953125,"height":14.2640380859375,"text":"18,512"}]]},{"extraction_method":"lattice","top":312.25272,"left":67.41156,"width":445.17803955078125,"height":191.19696044921875,"right":512.5896,"bottom":503.44968,"data":[[{"top":312.25272,"left":67.41156,"width":85.61141967773438,"height":45.658233642578125,"text":""},{"top":312.25272,"left":153.02298,"width":256.8333435058594,"height":14.267730712890625,"text":"その他の包括利益累計額"},{"top":312.25272,"left":409.85632,"width":51.365631103515625,"height":45.658233642578125,"text":"少数株主持分"},{"top":312.25272,"left":461.22195,"width":51.367645263671875,"height":45.658233642578125,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":326.52045,"left":153.02298,"width":51.367401123046875,"height":31.3905029296875,"text":"その他有価証券\r評価差額金"},{"top":326.52045,"left":204.39038,"width":51.36669921875,"height":31.3905029296875,"text":"繰延ヘッジ\r損益"},{"top":326.52045,"left":255.75708,"width":51.3656005859375,"height":31.3905029296875,"text":"為替換算\r調整勘定"},{"top":326.52045,"left":307.12268,"width":51.366668701171875,"height":31.3905029296875,"text":"退職給付に係る\r調整累計額"},{"top":326.52045,"left":358.48935,"width":51.366973876953125,"height":31.3905029296875,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.91095,"left":67.41156,"width":85.61141967773438,"height":14.268768310546875,"text":"当期首残高"},{"top":357.91095,"left":153.02298,"width":51.367401123046875,"height":14.268768310546875,"text":"△669"},{"top":357.91095,"left":204.39038,"width":51.36669921875,"height":14.268768310546875,"text":"61"},{"top":357.91095,"left":255.75708,"width":51.3656005859375,"height":14.268768310546875,"text":"△109"},{"top":357.91095,"left":307.12268,"width":51.366668701171875,"height":14.268768310546875,"text":"―"},{"top":357.91095,"left":358.48935,"width":51.366973876953125,"height":14.268768310546875,"text":"△717"},{"top":357.91095,"left":409.85632,"width":51.365631103515625,"height":14.268768310546875,"text":"246"},{"top":357.91095,"left":461.22195,"width":51.367645263671875,"height":14.268768310546875,"text":"17,212"}],[{"top":372.17972,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期変動額"},{"top":372.17972,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":""},{"top":372.17972,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":""},{"top":372.17972,"left":409.85632,"width":51.365631103515625,"height":14.2691650390625,"text":""},{"top":372.17972,"left":461.22195,"width":51.367645263671875,"height":14.2691650390625,"text":""}],[{"top":386.44888,"left":67.41156,"width":85.61141967773438,"height":14.268646240234375,"text":"剰余金の配当"},{"top":386.44888,"left":153.02298,"width":51.367401123046875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":204.39038,"width":51.36669921875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":255.75708,"width":51.3656005859375,"height":14.268646240234375,"text":""},{"top":386.44888,"left":307.12268,"width":51.366668701171875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":358.48935,"width":51.366973876953125,"height":14.268646240234375,"text":""},{"top":386.44888,"left":409.85632,"width":51.365631103515625,"height":14.268646240234375,"text":""},{"top":386.44888,"left":461.22195,"width":51.367645263671875,"height":14.268646240234375,"text":"△525"}],[{"top":400.71753,"left":67.41156,"width":85.61141967773438,"height":14.26812744140625,"text":"当期純利益"},{"top":400.71753,"left":153.02298,"width":51.367401123046875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":204.39038,"width":51.36669921875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":255.75708,"width":51.3656005859375,"height":14.26812744140625,"text":""},{"top":400.71753,"left":307.12268,"width":51.366668701171875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":358.48935,"width":51.366973876953125,"height":14.26812744140625,"text":""},{"top":400.71753,"left":409.85632,"width":51.365631103515625,"height":14.26812744140625,"text":""},{"top":400.71753,"left":461.22195,"width":51.367645263671875,"height":14.26812744140625,"text":"1,269"}],[{"top":414.98566,"left":67.41156,"width":85.61141967773438,"height":14.26678466796875,"text":"自己株式の取得"},{"top":414.98566,"left":153.02298,"width":51.367401123046875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":204.39038,"width":51.36669921875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":255.75708,"width":51.3656005859375,"height":14.26678466796875,"text":""},{"top":414.98566,"left":307.12268,"width":51.366668701171875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":358.48935,"width":51.366973876953125,"height":14.26678466796875,"text":""},{"top":414.98566,"left":409.85632,"width":51.365631103515625,"height":14.26678466796875,"text":""},{"top":414.98566,"left":461.22195,"width":51.367645263671875,"height":14.26678466796875,"text":"△0"}],[{"top":429.25244,"left":67.41156,"width":85.61141967773438,"height":22.8292236328125,"text":"持分法の適用範囲\rの変動"},{"top":429.25244,"left":153.02298,"width":51.367401123046875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":204.39038,"width":51.36669921875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":255.75708,"width":51.3656005859375,"height":22.8292236328125,"text":""},{"top":429.25244,"left":307.12268,"width":51.366668701171875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":358.48935,"width":51.366973876953125,"height":22.8292236328125,"text":""},{"top":429.25244,"left":409.85632,"width":51.365631103515625,"height":22.8292236328125,"text":""},{"top":429.25244,"left":461.22195,"width":51.367645263671875,"height":22.8292236328125,"text":"85"}],[{"top":452.08167,"left":67.41156,"width":85.61141967773438,"height":22.830596923828125,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":452.08167,"left":153.02298,"width":51.367401123046875,"height":22.830596923828125,"text":"556"},{"top":452.08167,"left":204.39038,"width":51.36669921875,"height":22.830596923828125,"text":"80"},{"top":452.08167,"left":255.75708,"width":51.3656005859375,"height":22.830596923828125,"text":"5"},{"top":452.08167,"left":307.12268,"width":51.366668701171875,"height":22.830596923828125,"text":"―"},{"top":452.08167,"left":358.48935,"width":51.366973876953125,"height":22.830596923828125,"text":"642"},{"top":452.08167,"left":409.85632,"width":51.365631103515625,"height":22.830596923828125,"text":"△0"},{"top":452.08167,"left":461.22195,"width":51.367645263671875,"height":22.830596923828125,"text":"642"}],[{"top":474.91226,"left":67.41156,"width":85.61141967773438,"height":14.26776123046875,"text":"当期変動額合計"},{"top":474.91226,"left":153.02298,"width":51.367401123046875,"height":14.26776123046875,"text":"556"},{"top":474.91226,"left":204.39038,"width":51.36669921875,"height":14.26776123046875,"text":"80"},{"top":474.91226,"left":255.75708,"width":51.3656005859375,"height":14.26776123046875,"text":"5"},{"top":474.91226,"left":307.12268,"width":51.366668701171875,"height":14.26776123046875,"text":"―"},{"top":474.91226,"left":358.48935,"width":51.366973876953125,"height":14.26776123046875,"text":"642"},{"top":474.91226,"left":409.85632,"width":51.365631103515625,"height":14.26776123046875,"text":"△0"},{"top":474.91226,"left":461.22195,"width":51.367645263671875,"height":14.26776123046875,"text":"1,471"}],[{"top":489.18002,"left":67.41156,"width":85.61141967773438,"height":14.2696533203125,"text":"当期末残高"},{"top":489.18002,"left":153.02298,"width":51.367401123046875,"height":14.2696533203125,"text":"△113"},{"top":489.18002,"left":204.39038,"width":51.36669921875,"height":14.2696533203125,"text":"142"},{"top":489.18002,"left":255.75708,"width":51.3656005859375,"height":14.2696533203125,"text":"△104"},{"top":489.18002,"left":307.12268,"width":51.366668701171875,"height":14.2696533203125,"text":"―"},{"top":489.18002,"left":358.48935,"width":51.366973876953125,"height":14.2696533203125,"text":"△75"},{"top":489.18002,"left":409.85632,"width":51.365631103515625,"height":14.2696533203125,"text":"245"},{"top":489.18002,"left":461.22195,"width":51.367645263671875,"height":14.2696533203125,"text":"18,683"}]]}]

From a86b72aa81c0bcb4b8b4402dc94ca1211f152930 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 11 Dec 2018 10:03:32 -0300
Subject: [PATCH 214/364] fix test

---
 .../tabula/json/argentina_diputados_voting_record.json         | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index f8846c62..6b60f8a7 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1,2 +1 @@
-{"extraction_method":"stream","top":0.0,"left":0.0,"width":549.0399780273438,"height":782.0400390625,"right":549.04,"bottom":782.04004,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
-
+{"extraction_method":"stream","top":269.875,"left":12.75,"width":548.25,"height":520.625,"right":561.0,"bottom":790.5,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}

From 7eda6d793aa696f7e509ffb07677f2bd3fa4cdda Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 4 Jun 2019 12:21:57 -0300
Subject: [PATCH 215/364] Remove Gitter badge
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

…we're not really checking that channel anymore.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index c5bb42f4..a13ea913 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Build status](https://ci.appveyor.com/api/projects/status/l5gym1mjhrd2v8yn?svg=true)](https://ci.appveyor.com/project/jazzido/tabula-java) [![Join the chat at https://gitter.im/tabulapdf/tabula-java](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/tabulapdf/tabula-java?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
+tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Build status](https://ci.appveyor.com/api/projects/status/l5gym1mjhrd2v8yn?svg=true)](https://ci.appveyor.com/project/jazzido/tabula-java)
 ===========
 
 `tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that powers [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.

From fcb5e495443bfb782d90fd5f72503e7d1e3413fe Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:21:23 +0000
Subject: [PATCH 216/364] Bump maven-compiler-plugin from 3.1 to 3.8.1

Bumps [maven-compiler-plugin](https://github.com/apache/maven-compiler-plugin) from 3.1 to 3.8.1.
- [Release notes](https://github.com/apache/maven-compiler-plugin/releases)
- [Commits](https://github.com/apache/maven-compiler-plugin/compare/maven-compiler-plugin-3.1...maven-compiler-plugin-3.8.1)
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index d79a18a5..fcdf17b0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -124,7 +124,7 @@
             </plugin>
             <plugin>
                 <artifactId>maven-compiler-plugin</artifactId>
-                <version>3.1</version>
+                <version>3.8.1</version>
                 <configuration>
                     <source>1.7</source>
                     <target>1.7</target>

From 41b4d725c44618c5568dfdf676012b54788f735c Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:21:38 +0000
Subject: [PATCH 217/364] Bump commons-csv from 1.5 to 1.6

Bumps commons-csv from 1.5 to 1.6.
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index fcdf17b0..bb8673cf 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,7 +268,7 @@
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.5</version>
+        <version>1.6</version>
     </dependency>
 
     <dependency>

From f107ee81b80700f5561c3097bd97bc4a36318cb4 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:22:18 +0000
Subject: [PATCH 218/364] Bump jbig2-imageio from 3.0.1 to 3.0.2

Bumps jbig2-imageio from 3.0.1 to 3.0.2.
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index bb8673cf..a0488f19 100644
--- a/pom.xml
+++ b/pom.xml
@@ -292,7 +292,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>jbig2-imageio</artifactId>
-        <version>3.0.1</version>
+        <version>3.0.2</version>
     </dependency>
 </dependencies>
 

From f790d9e5a9492b81a430125fb766769f17664192 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:22:44 +0000
Subject: [PATCH 219/364] Bump bcprov-jdk15on from 1.59 to 1.61

Bumps [bcprov-jdk15on](https://github.com/bcgit/bc-java) from 1.59 to 1.61.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index a0488f19..a0113bc9 100644
--- a/pom.xml
+++ b/pom.xml
@@ -243,7 +243,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.59</version>
+        <version>1.61</version>
     </dependency>
 
     <dependency>

From 4302c8d3663954c035c4a46f12234a0f657235c3 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 5 Jun 2019 12:11:39 +0000
Subject: [PATCH 220/364] Bump slf4j-simple from 1.7.25 to 1.7.26

Bumps [slf4j-simple](https://github.com/qos-ch/slf4j) from 1.7.25 to 1.7.26.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/compare/v_1.7.25...v_1.7.26)
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index a0113bc9..d7cbaff7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -231,7 +231,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.7.25</version>
+        <version>1.7.26</version>
     </dependency>
 
     <dependency>

From 1cda37c6aeb0ef1b7be4767e623c2ed496d15d22 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:23:29 +0000
Subject: [PATCH 221/364] Bump bcmail-jdk15on from 1.59 to 1.61

Bumps [bcmail-jdk15on](https://github.com/bcgit/bc-java) from 1.59 to 1.61.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index d7cbaff7..48b253ea 100644
--- a/pom.xml
+++ b/pom.xml
@@ -249,7 +249,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.59</version>
+        <version>1.61</version>
     </dependency>
 
     <dependency>

From 88ca8c549060a25473b2d721627813f37e4e9e92 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:24:43 +0000
Subject: [PATCH 222/364] Bump slf4j-api from 1.7.25 to 1.7.26

Bumps [slf4j-api](https://github.com/qos-ch/slf4j) from 1.7.25 to 1.7.26.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/compare/v_1.7.25...v_1.7.26)
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 48b253ea..fe51d1e2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -225,7 +225,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.25</version>
+        <version>1.7.26</version>
     </dependency>
 
     <dependency>

From 31b4def9d37dde4cae08326c4c2cc45aa01a9382 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:23:59 +0000
Subject: [PATCH 223/364] Bump maven-surefire-plugin from 2.20.1 to 2.22.2

Bumps [maven-surefire-plugin](https://github.com/apache/maven-surefire) from 2.20.1 to 2.22.2.
- [Release notes](https://github.com/apache/maven-surefire/releases)
- [Commits](https://github.com/apache/maven-surefire/compare/surefire-2.20.1...surefire-2.22.2)
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index fe51d1e2..15ea0874 100644
--- a/pom.xml
+++ b/pom.xml
@@ -146,7 +146,7 @@
         <plugin>
             <groupId>org.apache.maven.plugins</groupId>
             <artifactId>maven-surefire-plugin</artifactId>
-            <version>2.20.1</version>
+            <version>2.22.2</version>
             <configuration>
                 <!-- Travis build workaround -->
                 <argLine>-Xms1024m -Xmx2048m</argLine>

From 9b99be1e2708f845e0f16439a78a3eb4c9d6f529 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:24:08 +0000
Subject: [PATCH 224/364] Bump maven-gpg-plugin from 1.5 to 1.6

Bumps maven-gpg-plugin from 1.5 to 1.6.
---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 15ea0874..c631aa9c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -111,7 +111,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-gpg-plugin</artifactId>
-                <version>1.5</version>
+                <version>1.6</version>
                 <executions>
                     <execution>
                         <id>sign-artifacts</id>
@@ -199,7 +199,7 @@
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-gpg-plugin</artifactId>
-                    <version>1.5</version>
+                    <version>1.6</version>
                     <executions>
                         <execution>
                             <id>sign-artifacts</id>

From d7de3ada03e2ba18c5616f015a63b3dda017b081 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:24:56 +0000
Subject: [PATCH 225/364] Bump maven-source-plugin from 2.2.1 to 3.1.0

Bumps [maven-source-plugin](https://github.com/apache/maven-source-plugin) from 2.2.1 to 3.1.0.
- [Release notes](https://github.com/apache/maven-source-plugin/releases)
- [Commits](https://github.com/apache/maven-source-plugin/compare/maven-source-plugin-2.2.1...maven-source-plugin-3.1.0)
---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index c631aa9c..336bc473 100644
--- a/pom.xml
+++ b/pom.xml
@@ -85,7 +85,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-source-plugin</artifactId>
-                <version>2.2.1</version>
+                <version>3.1.0</version>
                 <executions>
                     <execution>
                         <id>attach-sources</id>
@@ -186,7 +186,7 @@
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
-                    <version>2.2.1</version>
+                    <version>3.1.0</version>
                     <executions>
                         <execution>
                             <id>attach-sources</id>

From 93be9bea468beb7e9290e843e1e346b569987b03 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Fri, 7 Jun 2019 11:45:18 +0000
Subject: [PATCH 226/364] Bump bcprov-jdk15on from 1.61 to 1.62

Bumps [bcprov-jdk15on](https://github.com/bcgit/bc-java) from 1.61 to 1.62.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 336bc473..ab153b7b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -243,7 +243,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.61</version>
+        <version>1.62</version>
     </dependency>
 
     <dependency>

From 45512978ed34f7c39cd0bb9560d67d15f31c03d8 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Fri, 7 Jun 2019 11:45:39 +0000
Subject: [PATCH 227/364] Bump bcmail-jdk15on from 1.61 to 1.62

Bumps [bcmail-jdk15on](https://github.com/bcgit/bc-java) from 1.61 to 1.62.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index ab153b7b..b8f1f810 100644
--- a/pom.xml
+++ b/pom.xml
@@ -249,7 +249,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.61</version>
+        <version>1.62</version>
     </dependency>
 
     <dependency>

From 975592853792e98e109cba110e0db29887fca522 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 10 Jun 2019 13:51:07 -0300
Subject: [PATCH 228/364] Update supported JDKs in travis

---
 .travis.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index cb01b361..1bd4cbdc 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,9 +2,12 @@ language: java
 install: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -Dgpg.skip=true -B -V
 script: mvn test -Dgpg.skip=true
 jdk:
-  - openjdk7
   - oraclejdk8
   - oraclejdk9
+  - oraclejdk10
+  - openjdk8
+  - openjdk9
+  - openjdk10
 sudo: false
 
 

From d7a3a7221c18c1a93ee00f104de32b7fafb7ecb8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 10 Jun 2019 13:53:13 -0300
Subject: [PATCH 229/364] Remove deprecated oraclejdk10 from Travis config

---
 .travis.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 1bd4cbdc..7a69aedf 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,7 +4,6 @@ script: mvn test -Dgpg.skip=true
 jdk:
   - oraclejdk8
   - oraclejdk9
-  - oraclejdk10
   - openjdk8
   - openjdk9
   - openjdk10

From d562ca68acffc467bccff8f7984b48ff21a3a140 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 6 Jun 2019 12:02:15 +0000
Subject: [PATCH 230/364] Bump commons-csv from 1.6 to 1.7

Bumps commons-csv from 1.6 to 1.7.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index b8f1f810..aa6314ee 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,7 +268,7 @@
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.6</version>
+        <version>1.7</version>
     </dependency>
 
     <dependency>

From ff9476f6af9cb976336caef250cd73774047a670 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 24 Jun 2019 18:10:16 -0300
Subject: [PATCH 231/364] remove unused code

---
 .../tabula/ObjectExtractorStreamEngine.java           | 11 -----------
 1 file changed, 11 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index ff58dfc6..ae249a40 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -23,8 +23,6 @@
 
 class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
 
-    private static final String NBSP = "\u00A0";
-
     protected List<Ruling> rulings;
     private AffineTransform pageTransform;
     private boolean debugClippingPaths;
@@ -32,7 +30,6 @@ class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
     private Logger log;
     private int clipWindingRule = -1;
     private GeneralPath currentPath = new GeneralPath();
-    public List<Shape> clippingPaths;
 
     protected ObjectExtractorStreamEngine(PDPage page) {
         super(page);
@@ -249,14 +246,6 @@ public Rectangle2D currentClippingPath() {
         return transformedClippingPath.getBounds2D();
     }
 
-    public boolean isDebugClippingPaths() {
-        return debugClippingPaths;
-    }
-
-    public void setDebugClippingPaths(boolean debugClippingPaths) {
-        this.debugClippingPaths = debugClippingPaths;
-    }
-
     class PointComparator implements Comparator<Point2D> {
         @Override
         public int compare(Point2D o1, Point2D o2) {

From 2b3cc7ddc244ba517b65a6ac9d18d6b7d7b02eae Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 24 Jun 2019 18:10:30 -0300
Subject: [PATCH 232/364] adjust tests

---
 ...andLineApp_testGuessOption_no_guessing.csv | 110 +++++++++---------
 ...dLineApp_testGuessOption_with_guessing.csv |  80 ++++++-------
 .../argentina_diputados_voting_record.json    |   2 +-
 3 files changed, 96 insertions(+), 96 deletions(-)

diff --git a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
index cd546d5a..de63c5c0 100644
--- a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
+++ b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_no_guessing.csv
@@ -1,65 +1,65 @@
-"E-PRTR pollutants and their thresholds"
+E-PRTR pollutants and their thresholds
 ""
-"A facility has to report data under E-PRTR if it fulfils the following criteria:"
-"• the facility falls under at least one of the 65 E-PRTR economic activities. The"
-"activities are also reported using a statistical classification of economic activities"
-"(NACE rev 2)"
-"• the facility has a capacity exceeding at least one of the E-PRTR capacity"
-"thresholds"
-"• the facility releases pollutants or transfers waste off-site which exceed specific"
-"thresholds set out in Article 5 of the E-PRTR Regulation. These thresholds for"
+A facility has to report data under E-PRTR if it fulfils the following criteria:
+• the facility falls under at least one of the 65 E-PRTR economic activities. The
+activities are also reported using a statistical classification of economic activities
+(NACE rev 2)
+• the facility has a capacity exceeding at least one of the E-PRTR capacity
+thresholds
+• the facility releases pollutants or transfers waste off-site which exceed specific
+thresholds set out in Article 5 of the E-PRTR Regulation. These thresholds for
 "releases of pollutants are specified for each media - air, water and land - in Annex"
-"II of the E-PRTR Regulation."
+II of the E-PRTR Regulation.
 ""
-"In the following tables you will find the 91 E-PRTR pollutants and their thresholds broken"
-"down by the 7 groups used in all the searches of the E-PRTR website."
+In the following tables you will find the 91 E-PRTR pollutants and their thresholds broken
+down by the 7 groups used in all the searches of the E-PRTR website.
 ""
 ""
-"Greenhouse gases"
+Greenhouse gases
 ""
-"THRESHOLD FOR RELEASES"
-"to air to water to land"
-"kg/year kg/year kg/year"
-"Carbon dioxide (CO2) 100 million - -"
-"Hydro-fluorocarbons (HFCs) 100 - -"
-"Methane (CH4) 100 000 - -"
-"Nitrous oxide (N2O) 10 000 - -"
-"Perfluorocarbons (PFCs) 100 - -"
-"Sulphur hexafluoride (SF6) 50 - -"
+THRESHOLD FOR RELEASES
+to air to water to land
+kg/year kg/year kg/year
+Carbon dioxide (CO2) 100 million - -
+Hydro-fluorocarbons (HFCs) 100 - -
+Methane (CH4) 100 000 - -
+Nitrous oxide (N2O) 10 000 - -
+Perfluorocarbons (PFCs) 100 - -
+Sulphur hexafluoride (SF6) 50 - -
 ""
-"Other gases"
+Other gases
 ""
-"THRESHOLD FOR RELEASES"
-"to air to water to land"
-"kg/year kg/year kg/year"
-"Ammonia (NH3) 10 000 - -"
-"Carbon monoxide (CO) 500 000 - -"
-"Chlorine and inorganic compounds"
-"(as HCl)"
-"10 000 - -"
-"Chlorofluorocarbons (CFCs) 1 - -"
-"Flourine and inorganic compounds"
-"(as HF)"
-"5 000 - -"
-"Halons 1 - -"
-"Hydrochlorofluorocarbons (HCFCs) 1 - -"
-"Hydrogen Cyanide (HCN) 200 - -"
-"Nitrogen oxides (NOx/NO2) 100 000 - -"
-"Non-methane volatile organic"
-"compounds (NMVOC)"
-"100 000 - -"
-"Sulphur oxides (SOx/SO2) 150 000 - -"
+THRESHOLD FOR RELEASES
+to air to water to land
+kg/year kg/year kg/year
+Ammonia (NH3) 10 000 - -
+Carbon monoxide (CO) 500 000 - -
+Chlorine and inorganic compounds
+10 000 - -
+(as HCl)
+Chlorofluorocarbons (CFCs) 1 - -
+Flourine and inorganic compounds
+5 000 - -
+(as HF)
+Halons 1 - -
+Hydrochlorofluorocarbons (HCFCs) 1 - -
+Hydrogen Cyanide (HCN) 200 - -
+Nitrogen oxides (NOx/NO2) 100 000 - -
+Non-methane volatile organic
+100 000 - -
+compounds (NMVOC)
+Sulphur oxides (SOx/SO2) 150 000 - -
 ""
-"Heavy metals"
+Heavy metals
 ""
-"THRESHOLD FOR RELEASES"
-"to air to water to land"
-"kg/year kg/year kg/year"
-"Arsenic and compounds (as As) 20 5 5"
-"Cadmium and compounds (as Cd) 10 5 5"
-"Chromium and compounds (as Cr) 100 50 50"
-"Copper and compounds (as Cu) 100 50 50"
-"Lead and compounds (as Pb) 200 20 20"
-"Mercury and compounds (as Hg) 10 1 1"
-"Nickel and compounds (as Ni) 50 20 20"
-"Zinc and compounds (as Zn) 200 100 100"
+THRESHOLD FOR RELEASES
+to air to water to land
+kg/year kg/year kg/year
+Arsenic and compounds (as As) 20 5 5
+Cadmium and compounds (as Cd) 10 5 5
+Chromium and compounds (as Cr) 100 50 50
+Copper and compounds (as Cu) 100 50 50
+Lead and compounds (as Pb) 200 20 20
+Mercury and compounds (as Hg) 10 1 1
+Nickel and compounds (as Ni) 50 20 20
+Zinc and compounds (as Zn) 200 100 100
diff --git a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
index 40a51d00..e683abd3 100644
--- a/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
+++ b/src/test/resources/technology/tabula/csv/TestCommandLineApp_testGuessOption_with_guessing.csv
@@ -1,40 +1,40 @@
-"",,"THRESHOLD FOR RELEASES",
-"","to air","to water","to land"
-"","kg/year","kg/year","kg/year"
-"Carbon dioxide (CO2)","100 million","-","-"
-"Hydro-fluorocarbons (HFCs)","100","-","-"
-"Methane (CH4)","100 000","-","-"
-"Nitrous oxide (N2O)","10 000","-","-"
-"Perfluorocarbons (PFCs)","100","-","-"
-"Sulphur hexafluoride (SF6)","50","-","-"
-"","THRESHOLD FOR RELEASES"
-"","to air to water to land"
-"","kg/year kg/year kg/year"
-"Ammonia (NH3)","10 000 - -"
-"Carbon monoxide (CO)","500 000 - -"
-"Chlorine and inorganic compounds",
-"(as HCl)",
-"","10 000 - -"
-"Chlorofluorocarbons (CFCs)","1 - -"
-"Flourine and inorganic compounds",
-"(as HF)",
-"","5 000 - -"
-"Halons","1 - -"
-"Hydrochlorofluorocarbons (HCFCs)","1 - -"
-"Hydrogen Cyanide (HCN)","200 - -"
-"Nitrogen oxides (NOx/NO2)","100 000 - -"
-"Non-methane volatile organic",
-"compounds (NMVOC)",
-"","100 000 - -"
-"Sulphur oxides (SOx/SO2)","150 000 - -"
-"","THRESHOLD FOR RELEASES"
-"","to air to water to land"
-"","kg/year kg/year kg/year"
-"Arsenic and compounds (as As)","20 5 5"
-"Cadmium and compounds (as Cd)","10 5 5"
-"Chromium and compounds (as Cr)","100 50 50"
-"Copper and compounds (as Cu)","100 50 50"
-"Lead and compounds (as Pb)","200 20 20"
-"Mercury and compounds (as Hg)","10 1 1"
-"Nickel and compounds (as Ni)","50 20 20"
-"Zinc and compounds (as Zn)","200 100 100"
+"",,THRESHOLD FOR RELEASES,
+"",to air,to water,to land
+"",kg/year,kg/year,kg/year
+Carbon dioxide (CO2),100 million,-,-
+Hydro-fluorocarbons (HFCs),100,-,-
+Methane (CH4),100 000,-,-
+Nitrous oxide (N2O),10 000,-,-
+Perfluorocarbons (PFCs),100,-,-
+Sulphur hexafluoride (SF6),50,-,-
+"",THRESHOLD FOR RELEASES
+"",to air to water to land
+"",kg/year kg/year kg/year
+Ammonia (NH3),10 000 - -
+Carbon monoxide (CO),500 000 - -
+Chlorine and inorganic compounds,
+"",10 000 - -
+(as HCl),
+Chlorofluorocarbons (CFCs),1 - -
+Flourine and inorganic compounds,
+"",5 000 - -
+(as HF),
+Halons,1 - -
+Hydrochlorofluorocarbons (HCFCs),1 - -
+Hydrogen Cyanide (HCN),200 - -
+Nitrogen oxides (NOx/NO2),100 000 - -
+Non-methane volatile organic,
+"",100 000 - -
+compounds (NMVOC),
+Sulphur oxides (SOx/SO2),150 000 - -
+"",THRESHOLD FOR RELEASES
+"",to air to water to land
+"",kg/year kg/year kg/year
+Arsenic and compounds (as As),20 5 5
+Cadmium and compounds (as Cd),10 5 5
+Chromium and compounds (as Cr),100 50 50
+Copper and compounds (as Cu),100 50 50
+Lead and compounds (as Pb),200 20 20
+Mercury and compounds (as Hg),10 1 1
+Nickel and compounds (as Ni),50 20 20
+Zinc and compounds (as Zn),200 100 100
diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index 6b60f8a7..21ad2880 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"stream","top":269.875,"left":12.75,"width":548.25,"height":520.625,"right":561.0,"bottom":790.5,"data":[[{"top":279.87,"left":28.56,"width":175.21029663085938,"height":6.449999809265137,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":279.87,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":280.59,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":279.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":296.31,"left":28.56,"width":141.71029663085938,"height":6.449999809265137,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":296.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":297.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":296.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":312.87,"left":28.56,"width":83.75028228759766,"height":6.449999809265137,"text":"ALONSO, María Luz"},{"top":312.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":313.59,"left":397.56,"width":42.250274658203125,"height":6.449999809265137,"text":"La Pampa"},{"top":312.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":329.31,"left":28.56,"width":84.25028228759766,"height":6.449999809265137,"text":"ARENA, Celia Isabel"},{"top":329.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":330.15,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":329.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":345.87,"left":28.56,"width":110.29029846191406,"height":6.449999809265137,"text":"ARREGUI, Andrés Roberto"},{"top":345.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":346.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":345.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":362.31,"left":28.56,"width":115.69029235839844,"height":6.449999809265137,"text":"AVOSCAN, Herman Horacio"},{"top":362.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":363.15,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":362.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":378.87,"left":28.56,"width":95.6902847290039,"height":6.449999809265137,"text":"BALCEDO, María Ester"},{"top":378.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":379.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":378.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":395.31,"left":28.56,"width":127.69029235839844,"height":6.449999809265137,"text":"BARRANDEGUY, Raúl Enrique"},{"top":395.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":396.15,"left":397.56,"width":43.6702880859375,"height":6.449999809265137,"text":"Entre Ríos"},{"top":395.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":411.87,"left":28.56,"width":106.69029235839844,"height":6.449999809265137,"text":"BASTERRA, Luis Eugenio"},{"top":411.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":412.59,"left":397.56,"width":36.73028564453125,"height":6.449999809265137,"text":"Formosa"},{"top":411.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":428.31,"left":28.56,"width":92.21028137207031,"height":6.449999809265137,"text":"BEDANO, Nora Esther"},{"top":428.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":429.15,"left":397.56,"width":35.6602783203125,"height":6.449999809265137,"text":"Córdoba"},{"top":428.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":444.87,"left":28.56,"width":100.69029235839844,"height":6.449999809265137,"text":"BERNAL, María Eugenia"},{"top":444.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":445.59,"left":397.56,"width":22.200286865234375,"height":6.449999809265137,"text":"Jujuy"},{"top":444.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":461.31,"left":28.56,"width":112.21029663085938,"height":6.449999809265137,"text":"BERTONE, Rosana Andrea"},{"top":461.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":462.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":461.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":477.87,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"BIANCHI, María del Carmen"},{"top":477.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":478.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":477.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":494.31,"left":28.56,"width":115.19029235839844,"height":6.449999809265137,"text":"BIDEGAIN, Gloria Mercedes"},{"top":494.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":495.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":494.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":510.87,"left":28.56,"width":66.25028228759766,"height":6.449999809265137,"text":"BRAWER, Mara"},{"top":510.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":511.59,"left":397.56,"width":74.6702880859375,"height":6.449999809265137,"text":"Cdad. Aut. Bs. As."},{"top":510.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":527.31,"left":28.56,"width":90.73028564453125,"height":6.449999809265137,"text":"BRILLO, José Ricardo"},{"top":527.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":528.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":527.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":543.87,"left":28.56,"width":120.73028564453125,"height":6.449999809265137,"text":"BROMBERG, Isaac Benjamín"},{"top":543.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":544.59,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":543.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":560.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"BRUE, Daniel Agustín"},{"top":560.31,"left":213.72,"width":108.25027465820312,"height":6.449999809265137,"text":"Frente Cívico por Santiago"},{"top":561.15,"left":397.56,"width":79.69027709960938,"height":6.449999809265137,"text":"Santiago del Estero"},{"top":560.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":576.87,"left":28.56,"width":72.23028564453125,"height":6.449999809265137,"text":"CALCAGNO, Eric"},{"top":576.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":577.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":576.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":593.31,"left":28.56,"width":114.73028564453125,"height":6.449999809265137,"text":"CARLOTTO, Remo Gerardo"},{"top":593.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":594.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":593.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":609.87,"left":28.56,"width":122.1702880859375,"height":6.449999809265137,"text":"CARMONA, Guillermo Ramón"},{"top":609.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":610.59,"left":397.56,"width":38.1602783203125,"height":6.449999809265137,"text":"Mendoza"},{"top":609.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":626.31,"left":28.56,"width":124.73028564453125,"height":6.449999809265137,"text":"CATALAN MAGNI, Julio César"},{"top":626.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":627.15,"left":397.56,"width":67.21026611328125,"height":6.449999809265137,"text":"Tierra del Fuego"},{"top":626.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":642.87,"left":28.56,"width":88.6902847290039,"height":6.449999809265137,"text":"CEJAS, Jorge Alberto"},{"top":642.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":643.59,"left":397.56,"width":41.6602783203125,"height":6.449999809265137,"text":"Rio Negro"},{"top":642.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":659.31,"left":28.56,"width":89.7702865600586,"height":6.449999809265137,"text":"CHIENO, María Elena"},{"top":659.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":660.15,"left":397.56,"width":42.72027587890625,"height":6.449999809265137,"text":"Corrientes"},{"top":659.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":675.87,"left":28.56,"width":96.25028228759766,"height":6.449999809265137,"text":"CIAMPINI, José Alberto"},{"top":675.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":676.59,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":675.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":692.31,"left":28.56,"width":131.77029418945312,"height":6.449999809265137,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":692.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":693.15,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":692.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":708.87,"left":28.56,"width":62.15028381347656,"height":6.449999809265137,"text":"CLERI, Marcos"},{"top":708.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":709.59,"left":397.56,"width":37.690277099609375,"height":6.449999809265137,"text":"Santa Fe"},{"top":708.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":725.31,"left":28.56,"width":101.77029418945312,"height":6.449999809265137,"text":"COMELLI, Alicia Marcela"},{"top":725.31,"left":213.72,"width":121.81027221679688,"height":6.449999809265137,"text":"Movimiento Popular Neuquino"},{"top":726.15,"left":397.56,"width":37.700286865234375,"height":6.449999809265137,"text":"Neuquén"},{"top":725.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":741.87,"left":28.56,"width":88.1902847290039,"height":6.449999809265137,"text":"CONTI, Diana Beatriz"},{"top":741.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":742.59,"left":397.56,"width":54.71026611328125,"height":6.449999809265137,"text":"Buenos Aires"},{"top":741.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":758.31,"left":28.56,"width":98.75028228759766,"height":6.449999809265137,"text":"CORDOBA, Stella Maris"},{"top":758.31,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":759.15,"left":397.56,"width":38.6602783203125,"height":6.449999809265137,"text":"Tucumán"},{"top":758.31,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}],[{"top":774.87,"left":28.56,"width":105.25028991699219,"height":6.449999809265137,"text":"CURRILEN, Oscar Rubén"},{"top":774.87,"left":213.72,"width":108.23028564453125,"height":6.449999809265137,"text":"Frente para la Victoria - PJ"},{"top":775.59,"left":397.56,"width":30.2802734375,"height":6.449999809265137,"text":"Chubut"},{"top":774.87,"left":494.04,"width":54.999969482421875,"height":6.449999809265137,"text":"AFIRMATIVO"}]]}
+{"extraction_method":"stream","top":269.875,"left":12.75,"width":548.25,"height":520.625,"right":561.0,"bottom":790.5,"data":[[{"top":281.82,"left":28.56,"width":175.21029663085938,"height":4.5,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":281.82,"left":213.72,"width":108.25027465820312,"height":4.5,"text":"Frente Cívico por Santiago"},{"top":282.54,"left":397.56,"width":79.69027709960938,"height":4.5,"text":"Santiago del Estero"},{"top":281.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":298.26,"left":28.56,"width":141.71029663085938,"height":4.5,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":298.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":299.1,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":298.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":314.82,"left":28.56,"width":83.75028228759766,"height":4.5,"text":"ALONSO, María Luz"},{"top":314.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":315.54,"left":397.56,"width":42.250274658203125,"height":4.5,"text":"La Pampa"},{"top":314.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":331.26,"left":28.56,"width":84.25028228759766,"height":4.5,"text":"ARENA, Celia Isabel"},{"top":331.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":332.1,"left":397.56,"width":37.690277099609375,"height":4.5,"text":"Santa Fe"},{"top":331.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":347.82,"left":28.56,"width":110.29029846191406,"height":4.5,"text":"ARREGUI, Andrés Roberto"},{"top":347.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":348.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":347.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":364.26,"left":28.56,"width":115.69029235839844,"height":4.5,"text":"AVOSCAN, Herman Horacio"},{"top":364.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":365.1,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":364.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":380.82,"left":28.56,"width":95.6902847290039,"height":4.5,"text":"BALCEDO, María Ester"},{"top":380.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":381.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":380.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":397.26,"left":28.56,"width":127.69029235839844,"height":4.5,"text":"BARRANDEGUY, Raúl Enrique"},{"top":397.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":398.1,"left":397.56,"width":43.6702880859375,"height":4.5,"text":"Entre Ríos"},{"top":397.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":413.82,"left":28.56,"width":106.69029235839844,"height":4.5,"text":"BASTERRA, Luis Eugenio"},{"top":413.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":414.54,"left":397.56,"width":36.73028564453125,"height":4.5,"text":"Formosa"},{"top":413.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":430.26,"left":28.56,"width":92.21028137207031,"height":4.5,"text":"BEDANO, Nora Esther"},{"top":430.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":431.1,"left":397.56,"width":35.6602783203125,"height":4.5,"text":"Córdoba"},{"top":430.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":446.82,"left":28.56,"width":100.69029235839844,"height":4.5,"text":"BERNAL, María Eugenia"},{"top":446.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":447.54,"left":397.56,"width":22.200286865234375,"height":4.5,"text":"Jujuy"},{"top":446.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":463.26,"left":28.56,"width":112.21029663085938,"height":4.5,"text":"BERTONE, Rosana Andrea"},{"top":463.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":464.1,"left":397.56,"width":67.21026611328125,"height":4.5,"text":"Tierra del Fuego"},{"top":463.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":479.82,"left":28.56,"width":114.73028564453125,"height":4.5,"text":"BIANCHI, María del Carmen"},{"top":479.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":480.54,"left":397.56,"width":74.6702880859375,"height":4.5,"text":"Cdad. Aut. Bs. As."},{"top":479.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":496.26,"left":28.56,"width":115.19029235839844,"height":4.5,"text":"BIDEGAIN, Gloria Mercedes"},{"top":496.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":497.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":496.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":512.82,"left":28.56,"width":66.25028228759766,"height":4.5,"text":"BRAWER, Mara"},{"top":512.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":513.54,"left":397.56,"width":74.6702880859375,"height":4.5,"text":"Cdad. Aut. Bs. As."},{"top":512.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":529.26,"left":28.56,"width":90.73028564453125,"height":4.5,"text":"BRILLO, José Ricardo"},{"top":529.26,"left":213.72,"width":121.81027221679688,"height":4.5,"text":"Movimiento Popular Neuquino"},{"top":530.1,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":529.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":545.82,"left":28.56,"width":120.73028564453125,"height":4.5,"text":"BROMBERG, Isaac Benjamín"},{"top":545.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":546.54,"left":397.56,"width":38.6602783203125,"height":4.5,"text":"Tucumán"},{"top":545.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":562.26,"left":28.56,"width":89.7702865600586,"height":4.5,"text":"BRUE, Daniel Agustín"},{"top":562.26,"left":213.72,"width":108.25027465820312,"height":4.5,"text":"Frente Cívico por Santiago"},{"top":563.1,"left":397.56,"width":79.69027709960938,"height":4.5,"text":"Santiago del Estero"},{"top":562.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":578.82,"left":28.56,"width":72.23028564453125,"height":4.5,"text":"CALCAGNO, Eric"},{"top":578.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":579.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":578.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":595.26,"left":28.56,"width":114.73028564453125,"height":4.5,"text":"CARLOTTO, Remo Gerardo"},{"top":595.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":596.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":595.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":611.82,"left":28.56,"width":122.1702880859375,"height":4.5,"text":"CARMONA, Guillermo Ramón"},{"top":611.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":612.54,"left":397.56,"width":38.1602783203125,"height":4.5,"text":"Mendoza"},{"top":611.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":628.26,"left":28.56,"width":124.73028564453125,"height":4.5,"text":"CATALAN MAGNI, Julio César"},{"top":628.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":629.1,"left":397.56,"width":67.21026611328125,"height":4.5,"text":"Tierra del Fuego"},{"top":628.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":644.82,"left":28.56,"width":88.6902847290039,"height":4.5,"text":"CEJAS, Jorge Alberto"},{"top":644.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":645.54,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":644.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":661.26,"left":28.56,"width":89.7702865600586,"height":4.5,"text":"CHIENO, María Elena"},{"top":661.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":662.1,"left":397.56,"width":42.72027587890625,"height":4.5,"text":"Corrientes"},{"top":661.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":677.82,"left":28.56,"width":96.25028228759766,"height":4.5,"text":"CIAMPINI, José Alberto"},{"top":677.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":678.54,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":677.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":694.26,"left":28.56,"width":131.77029418945312,"height":4.5,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":694.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":695.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":694.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":710.82,"left":28.56,"width":62.15028381347656,"height":4.5,"text":"CLERI, Marcos"},{"top":710.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":711.54,"left":397.56,"width":37.690277099609375,"height":4.5,"text":"Santa Fe"},{"top":710.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":727.26,"left":28.56,"width":101.77029418945312,"height":4.5,"text":"COMELLI, Alicia Marcela"},{"top":727.26,"left":213.72,"width":121.81027221679688,"height":4.5,"text":"Movimiento Popular Neuquino"},{"top":728.1,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":727.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":743.82,"left":28.56,"width":88.1902847290039,"height":4.5,"text":"CONTI, Diana Beatriz"},{"top":743.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":744.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":743.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":760.26,"left":28.56,"width":98.75028228759766,"height":4.5,"text":"CORDOBA, Stella Maris"},{"top":760.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":761.1,"left":397.56,"width":38.6602783203125,"height":4.5,"text":"Tucumán"},{"top":760.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":776.82,"left":28.56,"width":105.25028991699219,"height":4.5,"text":"CURRILEN, Oscar Rubén"},{"top":776.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":777.54,"left":397.56,"width":30.2802734375,"height":4.5,"text":"Chubut"},{"top":776.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}]]}
\ No newline at end of file

From 9cf6726b761040ff0e91f79c5e650e74e09194de Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 24 Jun 2019 18:12:22 -0300
Subject: [PATCH 233/364] upgrade to PDFBox 2.0.15

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index aa6314ee..5b4b3f9f 100644
--- a/pom.xml
+++ b/pom.xml
@@ -237,7 +237,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.12</version>
+        <version>2.0.15</version>
     </dependency>
 
     <dependency>

From c28fcec8d804d8cb7c1eecdadae1db27453cfc4a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 24 Jun 2019 19:23:27 -0300
Subject: [PATCH 234/364] prepare for next release

---
 pom.xml                                             | 2 +-
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 5b4b3f9f..2c478bd8 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.3</version>
+    <version>1.0.4-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 0de4e4a5..e23d90cd 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -32,7 +32,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "1.0.2";
+    private static String VERSION = "1.0.4";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2018 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
     

From 78eff7eefb3de2e3a4e353378d3269009b9ba8e9 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 4 Jun 2019 15:21:57 +0000
Subject: [PATCH 235/364] Bump jts-core from 1.15.0 to 1.16.1

Bumps jts-core from 1.15.0 to 1.16.1.
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 2c478bd8..ca3f6471 100644
--- a/pom.xml
+++ b/pom.xml
@@ -219,7 +219,7 @@
     <dependency>
         <groupId>org.locationtech.jts</groupId>
         <artifactId>jts-core</artifactId>
-        <version>1.15.0</version>
+        <version>1.16.1</version>
     </dependency>
 
     <dependency>

From acee4c387b3c731516d251d112fc0ebe47161408 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 24 Jun 2019 19:38:34 -0300
Subject: [PATCH 236/364] target java 1.8

---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index ca3f6471..b3685394 100644
--- a/pom.xml
+++ b/pom.xml
@@ -126,8 +126,8 @@
                 <artifactId>maven-compiler-plugin</artifactId>
                 <version>3.8.1</version>
                 <configuration>
-                    <source>1.7</source>
-                    <target>1.7</target>
+                    <source>1.8</source>
+                    <target>1.8</target>
                 </configuration>
             </plugin>
             <plugin>

From 21b124660a90127d2867a48db04d6412d9c4f438 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 24 Jun 2019 19:42:15 -0300
Subject: [PATCH 237/364] add jdk11 to travis

---
 .travis.yml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index 7a69aedf..a17315e7 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -7,7 +7,5 @@ jdk:
   - openjdk8
   - openjdk9
   - openjdk10
+  - openjdk11
 sudo: false
-
-
-

From c688dc7045ffedcf4827d8a3729332807d7c0f8e Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sun, 28 Jul 2019 13:45:41 -0400
Subject: [PATCH 238/364] clarify -a command's coordinate order

---
 src/main/java/technology/tabula/CommandLineApp.java | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index e23d90cd..a4cace6f 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -335,7 +335,8 @@ public static Options buildOptions() {
                 .build());
         o.addOption(Option.builder("a")
                 .longOpt("area")
-                .desc("-a/--area = Portion of the page to analyze. Accepts top,left,bottom,right . Example: --area 269.875,12.75,790.5,561. "
+                .desc("-a/--area = Portion of the page to analyze. Example: --area 269.875,12.75,790.5,561. "
+                        + "Accepts top,left,bottom,right i.e. y1,x1,y2,x2 "
                         + "If all values are between 0-100 (inclusive) and preceded by '%', input will be taken as % of actual height or width of the page. "
                         + "Example: --area %0,0,100,50. To specify multiple areas, -a option should be repeated. Default is entire page")
                 .hasArg()

From 9960775528f6ff09dcb41830ea48eb89a73f3b49 Mon Sep 17 00:00:00 2001
From: "Jeremy B. Merrill" <jeremybmerrill@gmail.com>
Date: Sun, 28 Jul 2019 13:46:50 -0400
Subject: [PATCH 239/364] copy over clarified -a flag's coordinate order

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index a13ea913..6b8a52c1 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,9 @@ Tabula helps you extract tables from PDFs
 
  -a,--area <AREA>           Portion of the page to analyze. Accepts top,
                             left,bottom,right.
+                            Portion of the page to analyze. 
                             Example: --area 269.875,12.75,790.5,561.
+                            Accepts top,left,bottom,right i.e. y1,x1,y2,x2
                             If all values are between 0-100 (inclusive)
                             and preceded by '%', input will be taken as
                             % of actual height or width of the page.

From 8eb34f9ddc37b509e58b66c9da4a0d89a15ef0d9 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 6 Jun 2019 12:01:53 +0000
Subject: [PATCH 240/364] Bump nexus-staging-maven-plugin from 1.6.3 to 1.6.8

Bumps nexus-staging-maven-plugin from 1.6.3 to 1.6.8.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index b3685394..43f4f4d7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -73,7 +73,7 @@
             <plugin>
                 <groupId>org.sonatype.plugins</groupId>
                 <artifactId>nexus-staging-maven-plugin</artifactId>
-                <version>1.6.3</version>
+                <version>1.6.8</version>
                 <extensions>true</extensions>
                 <configuration>
                     <serverId>ossrh</serverId>

From f4595f1f9504be0ca6b962ee57f96eaffd589231 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 8 Jul 2019 06:11:03 +0000
Subject: [PATCH 241/364] Bump maven-javadoc-plugin from 2.10.3 to 3.1.1

Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 2.10.3 to 3.1.1.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-2.10.3...maven-javadoc-plugin-3.1.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 43f4f4d7..e5b9805d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -60,7 +60,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>2.10.3</version>
+                <version>3.1.1</version>
                 <configuration>
                     <skip>true</skip>
                 </configuration>
@@ -98,7 +98,7 @@
             <plugin>
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
-              <version>2.9.1</version>
+              <version>3.1.1</version>
               <executions>
                 <execution>
                   <id>attach-javadocs</id>
@@ -173,7 +173,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>2.9.1</version>
+                <version>3.1.1</version>
                 <executions>
                     <execution>
                         <id>attach-javadocs</id>

From 462bdaa219d0688b9d0b500a97a9884e9511a724 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 29 Oct 2019 11:33:20 -0300
Subject: [PATCH 242/364] remove OracleJDK from Travis

---
 .travis.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index a17315e7..7397abbf 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,8 +2,6 @@ language: java
 install: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -Dgpg.skip=true -B -V
 script: mvn test -Dgpg.skip=true
 jdk:
-  - oraclejdk8
-  - oraclejdk9
   - openjdk8
   - openjdk9
   - openjdk10

From e00a74c73444ac3563dbfb09ffa4d3e0ddc1decf Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 Nov 2019 11:55:40 +0000
Subject: [PATCH 243/364] Bump slf4j-simple from 1.7.26 to 1.7.29

Bumps [slf4j-simple](https://github.com/qos-ch/slf4j) from 1.7.26 to 1.7.29.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index e5b9805d..71143426 100644
--- a/pom.xml
+++ b/pom.xml
@@ -231,7 +231,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.7.26</version>
+        <version>1.7.29</version>
     </dependency>
 
     <dependency>

From c94fe95a8d0b3f3a3ccc4ce57399089b4d453039 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 Nov 2019 11:53:56 +0000
Subject: [PATCH 244/364] Bump slf4j-api from 1.7.26 to 1.7.29

Bumps [slf4j-api](https://github.com/qos-ch/slf4j) from 1.7.26 to 1.7.29.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 71143426..082d6df7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -225,7 +225,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.26</version>
+        <version>1.7.29</version>
     </dependency>
 
     <dependency>

From dc3bc6700452b5a6f79f60a0927ffa779ab76626 Mon Sep 17 00:00:00 2001
From: Harry Biddle <harrybiddle@users.noreply.github.com>
Date: Thu, 20 Feb 2020 14:41:37 +0100
Subject: [PATCH 245/364] Extra information on coordinate system in
 command-line help text

---
 README.md                                     | 26 +++++++++----------
 .../technology/tabula/CommandLineApp.java     | 17 ++++++------
 2 files changed, 22 insertions(+), 21 deletions(-)

diff --git a/README.md b/README.md
index 6b8a52c1..76e25663 100644
--- a/README.md
+++ b/README.md
@@ -23,20 +23,20 @@ usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f
 
 Tabula helps you extract tables from PDFs
 
- -a,--area <AREA>           Portion of the page to analyze. Accepts top,
-                            left,bottom,right.
-                            Portion of the page to analyze. 
-                            Example: --area 269.875,12.75,790.5,561.
-                            Accepts top,left,bottom,right i.e. y1,x1,y2,x2
-                            If all values are between 0-100 (inclusive)
-                            and preceded by '%', input will be taken as
-                            % of actual height or width of the page.
-                            Example: --area %0,0,100,50.
-                            To specify multiple areas, -a option should 
-                            be repeated. Default is entire page
+ -a,--area <AREA>           Portion of the page to analyze. Example: --area
+                            269.875,12.75,790.5,561. Accepts
+                            top,left,bottom,right i.e. y1,x1,y2,x2 where all
+                            values are in points relative to the top left
+                            corner. If all values are between 0-100
+                            (inclusive) and preceded by '%', input will be
+                            taken as % of actual height or width of the page.
+                            Example: --area %0,0,100,50. To specify multiple
+                            areas, -a option should be repeated. Default is
+                            entire page
  -b,--batch <DIRECTORY>     Convert all .pdfs in the provided directory.
- -c,--columns <COLUMNS>     X coordinates of column boundaries. Example
-                            --columns 10.1,20.2,30.3
+ -c,--columns <COLUMNS>     X coordinates of column boundaries where values
+                            are in points and relative to the left of the
+                            page. Example --columns 10.1,20.2,30.3
  -d,--debug                 Print detected table areas instead of
                             processing.
  -f,--format <FORMAT>       Output format: (CSV,TSV,JSON). Default: CSV
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index a4cace6f..ec16db6f 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -35,13 +35,13 @@ public class CommandLineApp {
     private static String VERSION = "1.0.4";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2018 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
-    
+
     private static final int RELATIVE_AREA_CALCULATION_MODE = 0;
     private static final int ABSOLUTE_AREA_CALCULATION_MODE = 1;
 
 
     private Appendable defaultOutput;
-    
+
     private List<Pair<Integer, Rectangle>> pageAreas;
     private List<Integer> pages;
     private OutputFormat outputFormat;
@@ -167,10 +167,10 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
                 if (pageAreas != null) {
                     for (Pair<Integer, Rectangle> areaPair : pageAreas) {
                         Rectangle area = areaPair.getRight();
-                        if (areaPair.getLeft() == RELATIVE_AREA_CALCULATION_MODE) { 
+                        if (areaPair.getLeft() == RELATIVE_AREA_CALCULATION_MODE) {
                             area  = new Rectangle((float) (area.getTop() / 100 * page.getHeight()),
                                     (float) (area.getLeft() / 100 * page.getWidth()), (float) (area.getWidth() / 100 * page.getWidth()),
-                                    (float) (area.getHeight() / 100 * page.getHeight()));                            
+                                    (float) (area.getHeight() / 100 * page.getHeight()));
                         }
                         tables.addAll(tableExtractor.extractTables(page.getArea(area)));
                     }
@@ -220,10 +220,10 @@ private static List<Pair<Integer, Rectangle>> whichAreas(CommandLine line) throw
         if (!line.hasOption('a')) {
             return null;
         }
-        
+
         String[] optionValues = line.getOptionValues('a');
 
-        List<Pair<Integer, Rectangle>> areaList = new ArrayList<Pair<Integer, Rectangle>>(); 
+        List<Pair<Integer, Rectangle>> areaList = new ArrayList<Pair<Integer, Rectangle>>();
         for (String optionValue: optionValues) {
             int areaCalculationMode = ABSOLUTE_AREA_CALCULATION_MODE;
             int startIndex = 0;
@@ -329,14 +329,15 @@ public static Options buildOptions() {
                 .build());
         o.addOption(Option.builder("c")
                 .longOpt("columns")
-                .desc("X coordinates of column boundaries. Example --columns 10.1,20.2,30.3")
+                .desc("X coordinates of column boundaries where values are in points and relative to the left of the page. "
+                    + "Example --columns 10.1,20.2,30.3")
                 .hasArg()
                 .argName("COLUMNS")
                 .build());
         o.addOption(Option.builder("a")
                 .longOpt("area")
                 .desc("-a/--area = Portion of the page to analyze. Example: --area 269.875,12.75,790.5,561. "
-                        + "Accepts top,left,bottom,right i.e. y1,x1,y2,x2 "
+                        + "Accepts top,left,bottom,right i.e. y1,x1,y2,x2 where all values are in points relative to the top left corner. "
                         + "If all values are between 0-100 (inclusive) and preceded by '%', input will be taken as % of actual height or width of the page. "
                         + "Example: --area %0,0,100,50. To specify multiple areas, -a option should be repeated. Default is entire page")
                 .hasArg()

From e8e0cfccc8ae97008d9e86c34ca11d32ad819caf Mon Sep 17 00:00:00 2001
From: Nat <nathaniel_heyer@extractsystems.com>
Date: Sat, 28 Dec 2019 23:04:30 -0600
Subject: [PATCH 246/364] Fix excessive memory usage issue with large (many
 pages) PDFs

---
 .../tabula/detectors/NurminenDetectionAlgorithm.java      | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 8f155ae3..fe30ae8d 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -117,6 +117,7 @@ public List<Rectangle> detect(Page page) {
         PDDocument removeTextDocument = null;
         try {
             removeTextDocument = this.removeText(pdfPage);
+            pdfPage = removeTextDocument.getPage(0);
             image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
         } catch (Exception e) {
             return new ArrayList<>();
@@ -856,16 +857,15 @@ private PDDocument removeText(PDPage page) throws IOException {
         }
 
         PDDocument document = new PDDocument();
-        document.addPage(page);
+        PDPage newPage = document.importPage(page);
+        newPage.setResources(page.getResources());
 
         PDStream newContents = new PDStream(document);
         OutputStream out = newContents.createOutputStream(COSName.FLATE_DECODE);
         ContentStreamWriter writer = new ContentStreamWriter(out);
         writer.writeTokens(newTokens);
         out.close();
-        page.setContents(newContents);
-
+        newPage.setContents(newContents);
         return document;
-
     }
 }

From 0d8228168b36b224020e546734b903670874d3b3 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Fri, 7 Feb 2020 05:44:27 +0000
Subject: [PATCH 247/364] Bump commons-csv from 1.7 to 1.8

Bumps commons-csv from 1.7 to 1.8.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 082d6df7..46a27c58 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,7 +268,7 @@
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.7</version>
+        <version>1.8</version>
     </dependency>
 
     <dependency>

From 97b6f204110b5393ab40aa993b8bf393e0041a80 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 17 Dec 2019 05:40:58 +0000
Subject: [PATCH 248/364] Bump slf4j-simple from 1.7.29 to 1.7.30

Bumps [slf4j-simple](https://github.com/qos-ch/slf4j) from 1.7.29 to 1.7.30.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/compare/v_1.7.29...v_1.7.30)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 46a27c58..d155a797 100644
--- a/pom.xml
+++ b/pom.xml
@@ -231,7 +231,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.7.29</version>
+        <version>1.7.30</version>
     </dependency>
 
     <dependency>

From 7ea31a051c9c5a2697668a26fb5fdb0c23c6b962 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Tue, 17 Dec 2019 05:41:22 +0000
Subject: [PATCH 249/364] Bump slf4j-api from 1.7.29 to 1.7.30

Bumps [slf4j-api](https://github.com/qos-ch/slf4j) from 1.7.29 to 1.7.30.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/compare/v_1.7.29...v_1.7.30)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index d155a797..b42765cf 100644
--- a/pom.xml
+++ b/pom.xml
@@ -225,7 +225,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.29</version>
+        <version>1.7.30</version>
     </dependency>
 
     <dependency>

From 708d753c36529e15695080fc8cf0a865c694ac38 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 18 Dec 2019 05:43:25 +0000
Subject: [PATCH 250/364] Bump jbig2-imageio from 3.0.2 to 3.0.3

Bumps jbig2-imageio from 3.0.2 to 3.0.3.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index b42765cf..776b49d1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -292,7 +292,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>jbig2-imageio</artifactId>
-        <version>3.0.2</version>
+        <version>3.0.3</version>
     </dependency>
 </dependencies>
 

From 7742439e2f7c5a9e3bcf99b57e7998af9555b8b7 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 06:12:36 +0000
Subject: [PATCH 251/364] Bump bcmail-jdk15on from 1.62 to 1.65

Bumps [bcmail-jdk15on](https://github.com/bcgit/bc-java) from 1.62 to 1.65.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 776b49d1..876f45c2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -249,7 +249,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.62</version>
+        <version>1.65</version>
     </dependency>
 
     <dependency>

From b341dfe8323abb9de6826bc0683e950af510e5a0 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 06:12:15 +0000
Subject: [PATCH 252/364] Bump bcprov-jdk15on from 1.62 to 1.65

Bumps [bcprov-jdk15on](https://github.com/bcgit/bc-java) from 1.62 to 1.65.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 876f45c2..4cbaa1d4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -243,7 +243,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.62</version>
+        <version>1.65</version>
     </dependency>
 
     <dependency>

From e35816791c3a12175882acb4fb3e1add39614411 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 05:56:26 +0000
Subject: [PATCH 253/364] Bump maven-javadoc-plugin from 3.1.1 to 3.2.0

Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.1.1 to 3.2.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.1.1...maven-javadoc-plugin-3.2.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 4cbaa1d4..033cdeaa 100644
--- a/pom.xml
+++ b/pom.xml
@@ -60,7 +60,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.1.1</version>
+                <version>3.2.0</version>
                 <configuration>
                     <skip>true</skip>
                 </configuration>
@@ -98,7 +98,7 @@
             <plugin>
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
-              <version>3.1.1</version>
+              <version>3.2.0</version>
               <executions>
                 <execution>
                   <id>attach-javadocs</id>
@@ -173,7 +173,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.1.1</version>
+                <version>3.2.0</version>
                 <executions>
                     <execution>
                         <id>attach-javadocs</id>

From ce25679c0cbf20d790eaf908c8c0ef7332cc5ad6 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 2 Jan 2020 05:42:32 +0000
Subject: [PATCH 254/364] Bump junit from 4.12 to 4.13

Bumps [junit](https://github.com/junit-team/junit4) from 4.12 to 4.13.
- [Release notes](https://github.com/junit-team/junit4/releases)
- [Changelog](https://github.com/junit-team/junit4/blob/master/doc/ReleaseNotes4.12.md)
- [Commits](https://github.com/junit-team/junit4/compare/r4.12...r4.13)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 033cdeaa..3d4bd826 100644
--- a/pom.xml
+++ b/pom.xml
@@ -255,7 +255,7 @@
     <dependency>
         <groupId>junit</groupId>
         <artifactId>junit</artifactId>
-        <version>4.12</version>
+        <version>4.13</version>
         <scope>test</scope>
     </dependency>
 

From 62780644614802e8185b36982b494a220798aef6 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 05:51:03 +0000
Subject: [PATCH 255/364] Bump maven-source-plugin from 3.1.0 to 3.2.1

Bumps [maven-source-plugin](https://github.com/apache/maven-source-plugin) from 3.1.0 to 3.2.1.
- [Release notes](https://github.com/apache/maven-source-plugin/releases)
- [Commits](https://github.com/apache/maven-source-plugin/compare/maven-source-plugin-3.1.0...maven-source-plugin-3.2.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 3d4bd826..6b0adb7c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -85,7 +85,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-source-plugin</artifactId>
-                <version>3.1.0</version>
+                <version>3.2.1</version>
                 <executions>
                     <execution>
                         <id>attach-sources</id>
@@ -186,7 +186,7 @@
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
-                    <version>3.1.0</version>
+                    <version>3.2.1</version>
                     <executions>
                         <execution>
                             <id>attach-sources</id>

From eec86f517e9782c7534283cfde9cf0e4bad4bf1f Mon Sep 17 00:00:00 2001
From: Tilman Hausherr <tilman@snafu.de>
Date: Sat, 18 Apr 2020 17:56:40 +0200
Subject: [PATCH 256/364] format with Locale.US (#355)

---
 src/main/java/technology/tabula/QuickSort.java | 2 +-
 src/main/java/technology/tabula/Rectangle.java | 5 +++--
 src/main/java/technology/tabula/Ruling.java    | 3 ++-
 3 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/src/main/java/technology/tabula/QuickSort.java b/src/main/java/technology/tabula/QuickSort.java
index 34757ca3..03388a15 100644
--- a/src/main/java/technology/tabula/QuickSort.java
+++ b/src/main/java/technology/tabula/QuickSort.java
@@ -25,7 +25,7 @@
 /**
  * An implementation of Quicksort.
  * 
- * @see http://de.wikipedia.org/wiki/Quicksort
+ * @see <a href="http://de.wikipedia.org/wiki/Quicksort">wikipedia</a>
  * 
  * @author UWe Pachler
  */
diff --git a/src/main/java/technology/tabula/Rectangle.java b/src/main/java/technology/tabula/Rectangle.java
index e4522a0a..b96fcd77 100644
--- a/src/main/java/technology/tabula/Rectangle.java
+++ b/src/main/java/technology/tabula/Rectangle.java
@@ -4,6 +4,7 @@
 import java.awt.geom.Rectangle2D;
 import java.util.Comparator;
 import java.util.List;
+import java.util.Locale;
 
 @SuppressWarnings("serial")
 public class Rectangle extends Rectangle2D.Float {
@@ -11,7 +12,7 @@ public class Rectangle extends Rectangle2D.Float {
 	/**
 	 * Ill-defined comparator, from when Rectangle was Comparable.
 	 * 
-	 * @see https://github.com/tabulapdf/tabula-java/issues/116
+	 * @see <a href="https://github.com/tabulapdf/tabula-java/issues/116">PR 116</a>
 	 * @deprecated with no replacement
 	 */
 	@Deprecated
@@ -151,7 +152,7 @@ public String toString() {
 		StringBuilder sb = new StringBuilder();
 		String s = super.toString();
 		sb.append(s.substring(0, s.length() - 1));
-		sb.append(String.format(",bottom=%f,right=%f]", this.getBottom(), this.getRight()));
+		sb.append(String.format(Locale.US, ",bottom=%f,right=%f]", this.getBottom(), this.getRight()));
 		return sb.toString();
 	}
 
diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index 2ad33aaa..cdab6c4f 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -8,6 +8,7 @@
 import java.util.Comparator;
 import java.util.Formatter;
 import java.util.List;
+import java.util.Locale;
 import java.util.Map;
 import java.util.TreeMap;
 
@@ -291,7 +292,7 @@ public double getAngle() {
     public String toString() {
         StringBuilder sb = new StringBuilder();
         Formatter formatter = new Formatter(sb);
-        String rv = formatter.format("%s[x1=%f y1=%f x2=%f y2=%f]", this.getClass().toString(), this.x1, this.y1, this.x2, this.y2).toString();
+        String rv = formatter.format(Locale.US, "%s[x1=%f y1=%f x2=%f y2=%f]", this.getClass().toString(), this.x1, this.y1, this.x2, this.y2).toString();
         formatter.close();
         return rv;
     }

From 227d92fddd5320e07cb11b0195acba0052b61dd8 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2020 22:50:32 -0300
Subject: [PATCH 257/364] Bump jts-core from 1.16.1 to 1.17.0 (#363)

Bumps jts-core from 1.16.1 to 1.17.0.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>

Co-authored-by: dependabot-preview[bot] <27856297+dependabot-preview[bot]@users.noreply.github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 6b0adb7c..123b69d2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -219,7 +219,7 @@
     <dependency>
         <groupId>org.locationtech.jts</groupId>
         <artifactId>jts-core</artifactId>
-        <version>1.16.1</version>
+        <version>1.17.0</version>
     </dependency>
 
     <dependency>

From 92c330e5f4855c18a4e84cc23f1041fb5369578a Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2020 22:51:53 -0300
Subject: [PATCH 258/364] Bump bcprov-jdk15on from 1.65 to 1.66 (#364)

Bumps [bcprov-jdk15on](https://github.com/bcgit/bc-java) from 1.65 to 1.66.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>

Co-authored-by: dependabot-preview[bot] <27856297+dependabot-preview[bot]@users.noreply.github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 123b69d2..0f4787b4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -243,7 +243,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.65</version>
+        <version>1.66</version>
     </dependency>
 
     <dependency>

From a6421332832835626c0cda16ecda72471812e0f2 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2020 22:52:08 -0300
Subject: [PATCH 259/364] Bump bcmail-jdk15on from 1.65 to 1.66 (#365)

Bumps [bcmail-jdk15on](https://github.com/bcgit/bc-java) from 1.65 to 1.66.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>

Co-authored-by: dependabot-preview[bot] <27856297+dependabot-preview[bot]@users.noreply.github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 0f4787b4..366b6bce 100644
--- a/pom.xml
+++ b/pom.xml
@@ -249,7 +249,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.65</version>
+        <version>1.66</version>
     </dependency>
 
     <dependency>

From 5bb1a15bbdf9378c46cbcaa7843e857966708833 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 10 Jul 2020 16:25:46 -0300
Subject: [PATCH 260/364] Upgrade PDFbox to 2.0.21 - Closes #325

---
 pom.xml                                       |  15 +-
 .../technology/tabula/ObjectExtractor.java    |   2 +-
 src/main/java/technology/tabula/Page.java     | 438 +++++++++---------
 .../java/technology/tabula/TextStripper.java  |  54 ++-
 src/main/java/technology/tabula/Utils.java    |   5 +
 .../java/technology/tabula/debug/Debug.java   |   2 +-
 .../detectors/NurminenDetectionAlgorithm.java |   4 +-
 .../tabula/TestProjectionProfile.java         |   4 +-
 .../java/technology/tabula/TestUtils.java     |   2 +-
 9 files changed, 302 insertions(+), 224 deletions(-)

diff --git a/pom.xml b/pom.xml
index 366b6bce..e327d1af 100644
--- a/pom.xml
+++ b/pom.xml
@@ -32,6 +32,19 @@
         </developer>
     </developers>
 
+    <repositories>
+      <repository>
+        <id>snapshots</id>
+        <url>https://repository.apache.org/content/repositories/snapshots/</url>
+        <releases>
+          <enabled>false</enabled>
+        </releases>
+        <snapshots>
+          <enabled>true</enabled>
+        </snapshots>
+      </repository>
+    </repositories>
+
     <scm>
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
@@ -237,7 +250,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.15</version>
+        <version>2.0.21-SNAPSHOT</version>
     </dependency>
 
     <dependency>
diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 87c2a2f9..3998ba6f 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -42,7 +42,7 @@ protected Page extractPage(Integer pageNumber) throws IOException {
             h = p.getCropBox().getHeight();
         }
 
-        return new Page(0, 0, w, h, pageRotation, pageNumber, p, pdfTextStripper.textElements,
+        return new Page(0, 0, w, h, pageRotation, pageNumber, p, this.pdfDocument, pdfTextStripper.textElements,
                 se.rulings, pdfTextStripper.minCharWidth, pdfTextStripper.minCharHeight, pdfTextStripper.spatialIndex);
     }
 
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index e8c1d636..3207bcb9 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -6,237 +6,243 @@
 import java.util.Comparator;
 import java.util.List;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 
 @SuppressWarnings("serial")
 // TODO: this class should probably be called "PageArea" or something like that
 public class Page extends Rectangle {
 
-    private Integer rotation;
-    private int pageNumber;
-    private List<TextElement> texts;
-    private List<Ruling> rulings, cleanRulings = null, verticalRulingLines = null, horizontalRulingLines = null;
-    private float minCharWidth;
-    private float minCharHeight;
-    private RectangleSpatialIndex<TextElement> spatial_index;
-    private PDPage pdPage;
-
-    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage) {
-        super(top, left, width, height);
-        this.rotation = rotation;
-        this.pageNumber = page_number;
-        this.pdPage = pdPage;
-    }
-    
-    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage,
-            List<TextElement> characters, List<Ruling> rulings) {
-
-        this(top, left, width, height, rotation, page_number, pdPage);
-        this.texts = characters;
-        this.rulings = rulings;
-    }
-
-
-    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage,
-            List<TextElement> characters, List<Ruling> rulings,
-            float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
-
-        this(top, left, width, height, rotation, page_number, pdPage, characters, rulings);
-        this.minCharHeight = minCharHeight;
-        this.minCharWidth = minCharWidth;
-        this.spatial_index = index;
-    }
+  private Integer rotation;
+  private int pageNumber;
+  private List<TextElement> texts;
+  private List<Ruling> rulings, cleanRulings = null, verticalRulingLines = null, horizontalRulingLines = null;
+  private float minCharWidth;
+  private float minCharHeight;
+  private RectangleSpatialIndex<TextElement> spatial_index;
+  private PDPage pdPage;
+  private PDDocument pdDoc;
+
+  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc) {
+    super(top, left, width, height);
+    this.rotation = rotation;
+    this.pageNumber = page_number;
+    this.pdPage = pdPage;
+    this.pdDoc = doc;
+  }
+
+  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
+              List<TextElement> characters, List<Ruling> rulings) {
+
+    this(top, left, width, height, rotation, page_number, pdPage, doc);
+    this.texts = characters;
+    this.rulings = rulings;
+  }
+
+
+  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
+              List<TextElement> characters, List<Ruling> rulings,
+              float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
+
+    this(top, left, width, height, rotation, page_number, pdPage, doc, characters, rulings);
+    this.minCharHeight = minCharHeight;
+    this.minCharWidth = minCharWidth;
+    this.spatial_index = index;
+  }
+
+  public Page getArea(Rectangle area) {
+    List<TextElement> t = getText(area);
+    float min_char_width  = 7;
+    float min_char_height = 7;
+
+    if(t.size() > 0){
+      min_char_width = Collections.min(t, new Comparator<TextElement>() {
+        @Override
+        public int compare(TextElement te1, TextElement te2) {
+          return java.lang.Float.compare(te1.width, te2.width);
+        }}).width;
+      min_char_height = Collections.min(t, new Comparator<TextElement>() {
+        @Override
+        public int compare(TextElement te1, TextElement te2) {
+          return java.lang.Float.compare(te1.height, te2.height);
+        }}).height;
+    }
+    Page rv = new Page(
+      area.getTop(),
+      area.getLeft(),
+      (float) area.getWidth(),
+      (float) area.getHeight(),
+      rotation,
+      pageNumber,
+      pdPage,
+      pdDoc,
+      t,
+      Ruling.cropRulingsToArea(getRulings(), area),
+      min_char_width,
+      min_char_height,
+      spatial_index);
+
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getLeft(),
+        rv.getTop()),
+      new Point2D.Double(rv.getRight(),
+        rv.getTop())));
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getRight(),
+        rv.getTop()),
+      new Point2D.Double(rv.getRight(),
+        rv.getBottom())));
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getRight(),
+        rv.getBottom()),
+      new Point2D.Double(rv.getLeft(),
+        rv.getBottom())));
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getLeft(),
+        rv.getBottom()),
+      new Point2D.Double(rv.getLeft(),
+        rv.getTop())));
+
+    return rv;
+  }
+
+  public Page getArea(float top, float left, float bottom, float right) {
+    Rectangle area = new Rectangle(top, left, right - left, bottom - top);
+    return this.getArea(area);
+  }
+
+  public List<TextElement> getText() {
+    return texts;
+  }
+
+  public List<TextElement> getText(Rectangle area) {
+    return this.spatial_index.contains(area);
+  }
+
+  /** @deprecated use {@linkplain #getText(Rectangle)} instead  */
+  @Deprecated public List<TextElement> getText(float top, float left, float bottom, float right) {
+    return this.getText(new Rectangle(top, left, right - left, bottom - top));
+  }
+
+  public Integer getRotation() {
+    return rotation;
+  }
+
+  public int getPageNumber() {
+    return pageNumber;
+  }
+
+  /** @deprecated use {@linkplain #getText()} instead  */
+  @Deprecated public List<TextElement> getTexts() {
+    return texts;
+  }
+
+  /**
+   * Returns the minimum bounding box that contains all the TextElements on this Page
+   */
+  public Rectangle getTextBounds() {
+    List<TextElement> texts = this.getText();
+    if (!texts.isEmpty()) {
+      return Utils.bounds(texts);
+    }
+    else {
+      return new Rectangle();
+    }
+
+  }
+
+  public List<Ruling> getRulings() {
+    if (this.cleanRulings != null) {
+      return this.cleanRulings;
+    }
+
+    if (this.rulings == null || this.rulings.isEmpty()) {
+      this.verticalRulingLines = new ArrayList<>();
+      this.horizontalRulingLines = new ArrayList<>();
+      return new ArrayList<>();
+    }
+
+    Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
+
+    List<Ruling> vrs = new ArrayList<>();
+    for (Ruling vr: this.rulings) {
+      if (vr.vertical()) {
+        vrs.add(vr);
+      }
+    }
+    this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
+
+    List<Ruling> hrs = new ArrayList<>();
+    for (Ruling hr: this.rulings) {
+      if (hr.horizontal()) {
+        hrs.add(hr);
+      }
+    }
+    this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
+
+    this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
+    this.cleanRulings.addAll(this.horizontalRulingLines);
+
+    return this.cleanRulings;
+
+  }
+
+  public List<Ruling> getVerticalRulings() {
+    if (this.verticalRulingLines != null) {
+      return this.verticalRulingLines;
+    }
+    this.getRulings();
+    return this.verticalRulingLines;
+  }
 
-    public Page getArea(Rectangle area) {
-        List<TextElement> t = getText(area);
-        float min_char_width  = 7;
-        float min_char_height = 7;
-
-        if(t.size() > 0){
-            min_char_width = Collections.min(t, new Comparator<TextElement>() {
-                                    @Override
-                                    public int compare(TextElement te1, TextElement te2) {
-                                        return java.lang.Float.compare(te1.width, te2.width);
-                                 }}).width;
-            min_char_height = Collections.min(t, new Comparator<TextElement>() {
-                                        @Override
-                                        public int compare(TextElement te1, TextElement te2) {
-                                            return java.lang.Float.compare(te1.height, te2.height);
-                                  }}).height;
-        }
-        Page rv = new Page(
-                area.getTop(),
-                area.getLeft(),
-                (float) area.getWidth(),
-                (float) area.getHeight(),
-                rotation,
-                pageNumber,
-                pdPage,
-                t,
-                Ruling.cropRulingsToArea(getRulings(), area),
-                min_char_width,
-                min_char_height,                
-                spatial_index);
-        
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getTop()), 
-                new Point2D.Double(rv.getRight(), 
-                    rv.getTop())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getRight(), 
-                    rv.getTop()), 
-                new Point2D.Double(rv.getRight(), 
-                    rv.getBottom())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getRight(), 
-                    rv.getBottom()), 
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getBottom())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getBottom()), 
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getTop())));
- 
-        return rv;
-    }
-    
-    public Page getArea(float top, float left, float bottom, float right) {
-        Rectangle area = new Rectangle(top, left, right - left, bottom - top);
-        return this.getArea(area);
-    }
-    
-    public List<TextElement> getText() {
-        return texts;
-    }
-    
-    public List<TextElement> getText(Rectangle area) {
-        return this.spatial_index.contains(area);
-    }
-    
-    /** @deprecated use {@linkplain #getText(Rectangle)} instead  */
-    @Deprecated public List<TextElement> getText(float top, float left, float bottom, float right) {
-        return this.getText(new Rectangle(top, left, right - left, bottom - top));
+  public List<Ruling> getHorizontalRulings() {
+    if (this.horizontalRulingLines != null) {
+      return this.horizontalRulingLines;
     }
+    this.getRulings();
+    return this.horizontalRulingLines;
+  }
 
-    public Integer getRotation() {
-        return rotation;
+  public void addRuling(Ruling r) {
+    if (r.oblique()) {
+      throw new UnsupportedOperationException("Can't add an oblique ruling");
     }
+    this.rulings.add(r);
+    // clear caches
+    this.verticalRulingLines = null;
+    this.horizontalRulingLines = null;
+    this.cleanRulings = null;
+  }
 
-    public int getPageNumber() {
-        return pageNumber;
-    }
+  public List<Ruling> getUnprocessedRulings() {
+    return this.rulings;
+  }
 
-    /** @deprecated use {@linkplain #getText()} instead  */
-    @Deprecated public List<TextElement> getTexts() {
-        return texts;
-    }
-    
-    /**
-     * Returns the minimum bounding box that contains all the TextElements on this Page
-     */
-    public Rectangle getTextBounds() {
-        List<TextElement> texts = this.getText();
-        if (!texts.isEmpty()) {
-            return Utils.bounds(texts);
-        }
-        else {
-            return new Rectangle();
-        }
-        
-    }
+  /** @deprecated with no replacement  */
+  @Deprecated public float getMinCharWidth() {
+    return minCharWidth;
+  }
 
-    public List<Ruling> getRulings() {
-        if (this.cleanRulings != null) {
-            return this.cleanRulings;
-        }
-        
-        if (this.rulings == null || this.rulings.isEmpty()) {
-            this.verticalRulingLines = new ArrayList<>();
-            this.horizontalRulingLines = new ArrayList<>();
-            return new ArrayList<>();
-        }
-        
-        Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
-        
-        List<Ruling> vrs = new ArrayList<>();
-        for (Ruling vr: this.rulings) {
-            if (vr.vertical()) {
-                vrs.add(vr);
-            }
-        }
-        this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
-        
-        List<Ruling> hrs = new ArrayList<>(); 
-        for (Ruling hr: this.rulings) {
-            if (hr.horizontal()) {
-                hrs.add(hr);
-            }
-        }
-        this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
-        
-        this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
-        this.cleanRulings.addAll(this.horizontalRulingLines);
-        
-        return this.cleanRulings;
-        
-    }
-    
-    public List<Ruling> getVerticalRulings() {
-        if (this.verticalRulingLines != null) {
-            return this.verticalRulingLines;
-        }
-        this.getRulings();
-        return this.verticalRulingLines;
-    }
-    
-    public List<Ruling> getHorizontalRulings() {
-        if (this.horizontalRulingLines != null) {
-            return this.horizontalRulingLines;
-        }
-        this.getRulings();
-        return this.horizontalRulingLines;
-    }
-    
-    public void addRuling(Ruling r) {
-        if (r.oblique()) {
-            throw new UnsupportedOperationException("Can't add an oblique ruling");
-        }
-        this.rulings.add(r);
-        // clear caches
-        this.verticalRulingLines = null;
-        this.horizontalRulingLines = null;
-        this.cleanRulings = null;
-    }
-    
-    public List<Ruling> getUnprocessedRulings() {
-        return this.rulings;
-    }
+  /** @deprecated with no replacement  */
+  @Deprecated public float getMinCharHeight() {
+    return minCharHeight;
+  }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public float getMinCharWidth() {
-        return minCharWidth;
-    }
+  public PDPage getPDPage() {
+    return pdPage;
+  }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public float getMinCharHeight() {
-        return minCharHeight;
-    }
+  public PDDocument getPDDoc() {
+    return pdDoc;
+  }
 
-    public PDPage getPDPage() {
-      return pdPage;
-    }
+  /** @deprecated with no replacement  */
+  @Deprecated public RectangleSpatialIndex<TextElement> getSpatialIndex() {
+    return this.spatial_index;
+  }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public RectangleSpatialIndex<TextElement> getSpatialIndex() {
-        return this.spatial_index;
-    }
-    
-    /** @deprecated with no replacement  */
-    @Deprecated public boolean hasText() {
-        return this.texts.size() > 0;
-    }
-    
-    
+  /** @deprecated with no replacement  */
+  @Deprecated public boolean hasText() {
+    return this.texts.size() > 0;
+  }
 }
diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index 3e1c82a1..219dfa42 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -1,6 +1,10 @@
 package technology.tabula;
 
+import org.apache.fontbox.util.BoundingBox;
 import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDFontDescriptor;
+import org.apache.pdfbox.pdmodel.font.PDType3Font;
 import org.apache.pdfbox.text.PDFTextStripper;
 import org.apache.pdfbox.text.TextPosition;
 
@@ -68,6 +72,54 @@ protected void writeString(String string, List<TextPosition> textPositions) thro
         }
     }
 
+  @Override
+  protected float computeFontHeight(PDFont font) throws IOException
+  {
+    BoundingBox bbox = font.getBoundingBox();
+    if (bbox.getLowerLeftY() < Short.MIN_VALUE)
+    {
+      // PDFBOX-2158 and PDFBOX-3130
+      // files by Salmat eSolutions / ClibPDF Library
+      bbox.setLowerLeftY(- (bbox.getLowerLeftY() + 65536));
+    }
+    // 1/2 the bbox is used as the height todo: why?
+    float glyphHeight = bbox.getHeight() / 2;
+
+    // sometimes the bbox has very high values, but CapHeight is OK
+    PDFontDescriptor fontDescriptor = font.getFontDescriptor();
+    if (fontDescriptor != null)
+    {
+      float capHeight = fontDescriptor.getCapHeight();
+      if (Float.compare(capHeight, 0) != 0 &&
+        (capHeight < glyphHeight || Float.compare(glyphHeight, 0) == 0))
+      {
+        glyphHeight = capHeight;
+      }
+      // PDFBOX-3464, PDFBOX-448:
+      // sometimes even CapHeight has very high value, but Ascent and Descent are ok
+      float ascent = fontDescriptor.getAscent();
+      float descent = fontDescriptor.getDescent();
+      if (ascent > 0 && descent < 0 &&
+        ((ascent - descent) / 2 < glyphHeight || Float.compare(glyphHeight, 0) == 0))
+      {
+        glyphHeight = (ascent - descent) / 2;
+      }
+    }
+
+    // transformPoint from glyph space -> text space
+    float height;
+    if (font instanceof PDType3Font)
+    {
+      height = font.getFontMatrix().transformPoint(0, glyphHeight).y;
+    }
+    else
+    {
+      height = glyphHeight / 1000;
+    }
+
+    return height;
+  }
+
     private boolean isPrintable(String s) {
         Character c;
         Character.UnicodeBlock block;
@@ -79,4 +131,4 @@ private boolean isPrintable(String s) {
         }
         return printable;
     }
-}
\ No newline at end of file
+}
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 35c6cc4d..00814429 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -280,4 +280,9 @@ public static BufferedImage pageConvertToImage(PDPage page, int dpi, ImageType i
 		}
 	}
 
+  public static BufferedImage pageConvertToImage(PDDocument doc, PDPage page, int dpi, ImageType imageType) throws IOException {
+    PDFRenderer renderer = new PDFRenderer(doc);
+    return renderer.renderImageWithDPI(doc.getPages().indexOf(page), dpi, imageType);
+  }
+
 }
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index f9f923b5..91609045 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -227,7 +227,7 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
 
         PDPage p = document.getPage(pageNumber);
 
-        BufferedImage image = Utils.pageConvertToImage(p, 72, ImageType.RGB);
+        BufferedImage image = Utils.pageConvertToImage(document, p, 72, ImageType.RGB);
 
         Graphics2D g = (Graphics2D) image.getGraphics();
 
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index fe30ae8d..74898e3e 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -106,7 +106,7 @@ public List<Rectangle> detect(Page page) {
         BufferedImage image;
         PDPage pdfPage = page.getPDPage();
         try {
-            image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
+            image = Utils.pageConvertToImage(page.getPDDoc(), pdfPage, 144, ImageType.GRAY);
         } catch (IOException e) {
             return new ArrayList<>();
         }
@@ -118,7 +118,7 @@ public List<Rectangle> detect(Page page) {
         try {
             removeTextDocument = this.removeText(pdfPage);
             pdfPage = removeTextDocument.getPage(0);
-            image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
+            image = Utils.pageConvertToImage(removeTextDocument, pdfPage, 144, ImageType.GRAY);
         } catch (Exception e) {
             return new ArrayList<>();
         } finally {
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
index 44d488eb..4a3462f9 100644
--- a/src/test/java/technology/tabula/TestProjectionProfile.java
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -5,6 +5,7 @@
 import java.util.ArrayList;
 import java.util.List;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
 import org.junit.Before;
@@ -18,6 +19,7 @@ public class TestProjectionProfile {
 	@Before
 	public void setUpProjectionProfile() {
 		PDPage pdPage = new PDPage();
+		PDDocument pdDocument = new PDDocument();
 		
 		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
 		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
@@ -30,7 +32,7 @@ public void setUpProjectionProfile() {
 		rulingList.add(ruling);
 
 
-		page = new Page(0, 0, 1, 1, 0, 1, pdPage, textList, rulingList);
+		page = new Page(0, 0, 1, 1, 0, 1, pdPage, pdDocument, textList, rulingList);
 		
 		List<Rectangle> rectangles = new ArrayList<>();
 		rectangles.add(new Rectangle(0f, 0f, 500f, 5f));
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index db634d89..e68411df 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -124,7 +124,7 @@ public void testQuickSortLongList() {
     public void testJPEG2000DoesNotRaise() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/jpeg2000.pdf"));
         PDPage page = pdf_document.getPage(0);
-        Utils.pageConvertToImage(page, 360, ImageType.RGB);
+        Utils.pageConvertToImage(pdf_document, page, 360, ImageType.RGB);
     }
 
 }

From b2b8b69488fc9f4e502d40dda1f7c60f8b9c6fa7 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Fri, 10 Jul 2020 17:00:32 -0300
Subject: [PATCH 261/364] Bump gson from 2.8.5 to 2.8.6 (#322)

Bumps [gson](https://github.com/google/gson) from 2.8.5 to 2.8.6.
- [Release notes](https://github.com/google/gson/releases)
- [Changelog](https://github.com/google/gson/blob/master/CHANGELOG.md)
- [Commits](https://github.com/google/gson/compare/gson-parent-2.8.5...gson-parent-2.8.6)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>

Co-authored-by: dependabot-preview[bot] <27856297+dependabot-preview[bot]@users.noreply.github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 366b6bce..3c019b7d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -274,7 +274,7 @@
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.8.5</version>
+        <version>2.8.6</version>
     </dependency>
 
     <dependency>

From f2f64cfd2e1813b1d85e36192f775d1561c05e5a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 12 Jul 2020 13:54:00 -0300
Subject: [PATCH 262/364] getFontSize -> getFontSizeInPt (Closes #277)

---
 src/main/java/technology/tabula/TextStripper.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index 3e1c82a1..2b150177 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -55,7 +55,7 @@ protected void writeString(String string, List<TextPosition> textPositions) thro
 
             TextElement te = new TextElement(Utils.round(textPosition.getYDirAdj() - h, 2),
                     Utils.round(textPosition.getXDirAdj(), 2), Utils.round(textPosition.getWidthDirAdj(), 2),
-                    Utils.round(textPosition.getHeightDir(), 2), textPosition.getFont(), textPosition.getFontSize(), c,
+                    Utils.round(textPosition.getHeightDir(), 2), textPosition.getFont(), textPosition.getFontSizeInPt(), c,
                     // workaround a possible bug in PDFBox:
                     // https://issues.apache.org/jira/browse/PDFBOX-1755
                     wos, textPosition.getDir());

From 34a829ff376572ca6953d53077126061808c600d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 12 Jul 2020 14:40:58 -0300
Subject: [PATCH 263/364] fix tests

---
 src/test/java/technology/tabula/TestCommandLineApp.java      | 5 ++---
 src/test/resources/technology/tabula/json/AnimalSounds1.json | 2 +-
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 4a9a91bd..341c5d55 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -199,7 +199,7 @@ public void testLatticeModeWithColumnOption() throws ParseException, IOException
                 "src/test/resources/technology/tabula/AnimalSounds.pdf",
                 "-p", "1", "-c",
                 "59,218,331,551", "-l",
-                "-f", "CSV"
+                "-r", "CSV"
         }));
     }
 
@@ -211,9 +211,8 @@ public void testLatticeModeWithColumnAndMultipleAreasOption() throws ParseExcept
                 "src/test/resources/technology/tabula/AnimalSounds1.pdf",
                 "-p", "1", "-c", "57,136,197,296,314,391,457,553",
                 "-a", "%0,0,100,50", "-a", "%0,50,100,100",
-                 "-l", "-f", "JSON"
+                 "-r", "-f", "JSON"
         });
-        System.out.println("Returned Json: \n" + resultJson);
         assertEquals(expectedJson, resultJson);
     }
 
diff --git a/src/test/resources/technology/tabula/json/AnimalSounds1.json b/src/test/resources/technology/tabula/json/AnimalSounds1.json
index c9fd334a..c13c6759 100644
--- a/src/test/resources/technology/tabula/json/AnimalSounds1.json
+++ b/src/test/resources/technology/tabula/json/AnimalSounds1.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":0.006499578,"left":56.8,"width":241.1999969482422,"height":315.36407470703125,"data":[[{"top":0.006499578,"left":56.8,"width":79.19999694824219,"height":95.31405639648438,"text":"Animal"},{"top":0.006499578,"left":136.0,"width":61.0,"height":95.31405639648438,"text":"Action"},{"top":0.006499578,"left":197.0,"width":101.0,"height":95.31405639648438,"text":"Result"}],[{"top":95.32056,"left":56.8,"width":79.19999694824219,"height":23.050010681152344,"text":"Cat"},{"top":95.32056,"left":136.0,"width":61.0,"height":23.050010681152344,"text":"Says"},{"top":95.32056,"left":197.0,"width":101.0,"height":23.050010681152344,"text":"Meow"}],[{"top":118.37057,"left":56.8,"width":79.19999694824219,"height":63.99999237060547,"text":"Parastratiosph\recomyiastratio\rsphecomyioid\res"},{"top":118.37057,"left":136.0,"width":61.0,"height":63.99999237060547,"text":"Says"},{"top":118.37057,"left":197.0,"width":101.0,"height":63.99999237060547,"text":"bzzzzzzz"}],[{"top":182.37056,"left":56.8,"width":79.19999694824219,"height":133.00001525878906,"text":"Fox"},{"top":182.37056,"left":136.0,"width":61.0,"height":133.00001525878906,"text":"Says"},{"top":182.37056,"left":197.0,"width":101.0,"height":133.00001525878906,"text":"Ring-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding"}]]},{"extraction_method":"lattice","top":0.006499578,"left":313.35715,"width":241.55941772460938,"height":259.2640380859375,"data":[[{"top":0.006499578,"left":313.35715,"width":77.64285278320312,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":391.0,"width":66.0,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":457.0,"width":97.91656494140625,"height":72.26405334472656,"text":""}],[{"top":72.27055,"left":313.35715,"width":77.64285278320312,"height":23.050003051757812,"text":"Animal"},{"top":72.27055,"left":391.0,"width":66.0,"height":23.050003051757812,"text":"Action"},{"top":72.27055,"left":457.0,"width":97.91656494140625,"height":23.050003051757812,"text":"Result"}],[{"top":95.32056,"left":313.35715,"width":77.64285278320312,"height":35.94999694824219,"text":"Dogs/wolves/\rMore dogs"},{"top":95.32056,"left":391.0,"width":66.0,"height":35.94999694824219,"text":"Says"},{"top":95.32056,"left":457.0,"width":97.91656494140625,"height":35.94999694824219,"text":"Bow-wow/\rruff-ruff"}],[{"top":131.27055,"left":313.35715,"width":77.64285278320312,"height":36.40000915527344,"text":"Donkey"},{"top":131.27055,"left":391.0,"width":66.0,"height":36.40000915527344,"text":"Says"},{"top":131.27055,"left":457.0,"width":97.91656494140625,"height":36.40000915527344,"text":"Hee-Haw Hee-\rHaw"}],[{"top":167.67056,"left":313.35715,"width":77.64285278320312,"height":91.5999755859375,"text":"Fox"},{"top":167.67056,"left":391.0,"width":66.0,"height":91.5999755859375,"text":"Says"},{"top":167.67056,"left":457.0,"width":97.91656494140625,"height":91.5999755859375,"text":"Wa-pa-pa-pa-\rpa-pa-pow\rWa-pa-pa-pa-\rpa-pow\rWa-pa-pa-pa-\rpa-pa-pow"}]]}]
\ No newline at end of file
+[{"extraction_method":"lattice","top":0.006499578,"left":56.8,"width":241.1999969482422,"height":315.36407470703125,"right":298.0,"bottom":315.37057,"data":[[{"top":0.006499578,"left":56.8,"width":79.19999694824219,"height":95.31405639648438,"text":"Animal"},{"top":0.006499578,"left":136.0,"width":61.0,"height":95.31405639648438,"text":"Action"},{"top":0.006499578,"left":197.0,"width":101.0,"height":95.31405639648438,"text":"Result"}],[{"top":95.32056,"left":56.8,"width":79.19999694824219,"height":23.050010681152344,"text":"Cat"},{"top":95.32056,"left":136.0,"width":61.0,"height":23.050010681152344,"text":"Says"},{"top":95.32056,"left":197.0,"width":101.0,"height":23.050010681152344,"text":"Meow"}],[{"top":118.37057,"left":56.8,"width":79.19999694824219,"height":63.99999237060547,"text":"Parastratiosph\recomyiastratio\rsphecomyioid\res"},{"top":118.37057,"left":136.0,"width":61.0,"height":63.99999237060547,"text":"Says"},{"top":118.37057,"left":197.0,"width":101.0,"height":63.99999237060547,"text":"bzzzzzzz"}],[{"top":182.37056,"left":56.8,"width":79.19999694824219,"height":133.00001525878906,"text":"Fox"},{"top":182.37056,"left":136.0,"width":61.0,"height":133.00001525878906,"text":"Says"},{"top":182.37056,"left":197.0,"width":101.0,"height":133.00001525878906,"text":"Ring-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding"}]]},{"extraction_method":"lattice","top":0.006499578,"left":313.35715,"width":241.55941772460938,"height":259.2640380859375,"right":554.91656,"bottom":259.27054,"data":[[{"top":0.006499578,"left":313.35715,"width":77.64285278320312,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":391.0,"width":66.0,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":457.0,"width":97.91656494140625,"height":72.26405334472656,"text":""}],[{"top":72.27055,"left":313.35715,"width":77.64285278320312,"height":23.050003051757812,"text":"Animal"},{"top":72.27055,"left":391.0,"width":66.0,"height":23.050003051757812,"text":"Action"},{"top":72.27055,"left":457.0,"width":97.91656494140625,"height":23.050003051757812,"text":"Result"}],[{"top":95.32056,"left":313.35715,"width":77.64285278320312,"height":35.94999694824219,"text":"Dogs/wolves/\rMore dogs"},{"top":95.32056,"left":391.0,"width":66.0,"height":35.94999694824219,"text":"Says"},{"top":95.32056,"left":457.0,"width":97.91656494140625,"height":35.94999694824219,"text":"Bow-wow/\rruff-ruff"}],[{"top":131.27055,"left":313.35715,"width":77.64285278320312,"height":36.40000915527344,"text":"Donkey"},{"top":131.27055,"left":391.0,"width":66.0,"height":36.40000915527344,"text":"Says"},{"top":131.27055,"left":457.0,"width":97.91656494140625,"height":36.40000915527344,"text":"Hee-Haw Hee-\rHaw"}],[{"top":167.67056,"left":313.35715,"width":77.64285278320312,"height":91.5999755859375,"text":"Fox"},{"top":167.67056,"left":391.0,"width":66.0,"height":91.5999755859375,"text":"Says"},{"top":167.67056,"left":457.0,"width":97.91656494140625,"height":91.5999755859375,"text":"Wa-pa-pa-pa-\rpa-pa-pow\rWa-pa-pa-pa-\rpa-pow\rWa-pa-pa-pa-\rpa-pa-pow"}]]}]

From 82ad2ed7632ce72a55331d98dc766ee26f2fdbc8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 12 Jul 2020 14:46:56 -0300
Subject: [PATCH 264/364] fix test

---
 src/test/java/technology/tabula/TestCommandLineApp.java | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/test/java/technology/tabula/TestCommandLineApp.java b/src/test/java/technology/tabula/TestCommandLineApp.java
index 341c5d55..5a4e3af5 100644
--- a/src/test/java/technology/tabula/TestCommandLineApp.java
+++ b/src/test/java/technology/tabula/TestCommandLineApp.java
@@ -198,8 +198,8 @@ public void testLatticeModeWithColumnOption() throws ParseException, IOException
         assertEquals(expectedCsv, this.csvFromCommandLineArgs(new String[]{
                 "src/test/resources/technology/tabula/AnimalSounds.pdf",
                 "-p", "1", "-c",
-                "59,218,331,551", "-l",
-                "-r", "CSV"
+                "59,218,331,551",
+                "-r", "-f", "CSV"
         }));
     }
 

From dbeff6e393f995281c3aa8f669ed71edf587b593 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 29 Jul 2020 10:11:19 -0300
Subject: [PATCH 265/364] CommandLineApp: disable unused --debug flag

---
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 6431dbb2..6e26e7cd 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -315,7 +315,7 @@ public static Options buildOptions() {
         o.addOption("t", "stream", false, "Force PDF to be extracted using stream-mode extraction (if there are no ruling lines separating each cell)");
         o.addOption("i", "silent", false, "Suppress all stderr output.");
         o.addOption("u", "use-line-returns", false, "Use embedded line returns in cells. (Only in spreadsheet mode.)");
-        o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
+        // o.addOption("d", "debug", false, "Print detected table areas instead of processing.");
         o.addOption(Option.builder("b")
                 .longOpt("batch")
                 .desc("Convert all .pdfs in the provided directory.")

From 5bfe84d409d661d9c4c9de04102829177207f9aa Mon Sep 17 00:00:00 2001
From: travisbeale <travisbeale@gmail.com>
Date: Fri, 14 Aug 2020 09:22:49 -0400
Subject: [PATCH 266/364] Added a heuristic to filter out tall-ish whitespace
 elements that can throw off text chunking

---
 src/main/java/technology/tabula/TextStripper.java | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index 2b150177..429ff304 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -10,11 +10,14 @@
 
 public class TextStripper extends PDFTextStripper {
     private static final String NBSP = "\u00A0";
+    private static final float AVG_HEIGHT_MULT_THRESHOLD = 6.0f;
     private PDDocument document;
     public ArrayList<TextElement> textElements;
     public RectangleSpatialIndex<TextElement> spatialIndex;
     public float minCharWidth = Float.MAX_VALUE;
     public float minCharHeight = Float.MAX_VALUE;
+    public float totalHeight = 0.0f;
+    public int countHeight = 0;
 
     public TextStripper(PDDocument document, int pageNumber) throws IOException {
         super();
@@ -62,7 +65,17 @@ protected void writeString(String string, List<TextPosition> textPositions) thro
 
             this.minCharWidth = (float) Math.min(this.minCharWidth, te.getWidth());
             this.minCharHeight = (float) Math.min(this.minCharHeight, te.getHeight());
-
+            
+            countHeight++;
+            totalHeight += te.getHeight();
+            float avgHeight = totalHeight / countHeight;
+            
+            if (avgHeight > 0 
+                    && te.getHeight() >= (avgHeight * AVG_HEIGHT_MULT_THRESHOLD)
+                    && (te.getText() == null || te.getText().trim().equals(""))) {
+                continue;
+            }
+            
             this.spatialIndex.add(te);
             this.textElements.add(te);
         }

From 85c27ab88285c903ee89db94725543fe314482f1 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 10 Jul 2020 16:25:46 -0300
Subject: [PATCH 267/364] Upgrade PDFbox to 2.0.21 - Closes #325

---
 pom.xml                                       |  15 +-
 .../technology/tabula/ObjectExtractor.java    |   2 +-
 src/main/java/technology/tabula/Page.java     | 438 +++++++++---------
 .../java/technology/tabula/TextStripper.java  |  54 ++-
 src/main/java/technology/tabula/Utils.java    |   5 +
 .../java/technology/tabula/debug/Debug.java   |   2 +-
 .../detectors/NurminenDetectionAlgorithm.java |   4 +-
 .../tabula/TestProjectionProfile.java         |   4 +-
 .../java/technology/tabula/TestUtils.java     |   2 +-
 9 files changed, 302 insertions(+), 224 deletions(-)

diff --git a/pom.xml b/pom.xml
index 3c019b7d..52f29f50 100644
--- a/pom.xml
+++ b/pom.xml
@@ -32,6 +32,19 @@
         </developer>
     </developers>
 
+    <repositories>
+      <repository>
+        <id>snapshots</id>
+        <url>https://repository.apache.org/content/repositories/snapshots/</url>
+        <releases>
+          <enabled>false</enabled>
+        </releases>
+        <snapshots>
+          <enabled>true</enabled>
+        </snapshots>
+      </repository>
+    </repositories>
+
     <scm>
         <connection>scm:git:git@github.com:tabulapdf/tabula-java.git</connection>
         <developerConnection>scm:git:git@github.com:tabulapdf/tabula-java.git</developerConnection>
@@ -237,7 +250,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.15</version>
+        <version>2.0.21-SNAPSHOT</version>
     </dependency>
 
     <dependency>
diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 87c2a2f9..3998ba6f 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -42,7 +42,7 @@ protected Page extractPage(Integer pageNumber) throws IOException {
             h = p.getCropBox().getHeight();
         }
 
-        return new Page(0, 0, w, h, pageRotation, pageNumber, p, pdfTextStripper.textElements,
+        return new Page(0, 0, w, h, pageRotation, pageNumber, p, this.pdfDocument, pdfTextStripper.textElements,
                 se.rulings, pdfTextStripper.minCharWidth, pdfTextStripper.minCharHeight, pdfTextStripper.spatialIndex);
     }
 
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index e8c1d636..3207bcb9 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -6,237 +6,243 @@
 import java.util.Comparator;
 import java.util.List;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 
 @SuppressWarnings("serial")
 // TODO: this class should probably be called "PageArea" or something like that
 public class Page extends Rectangle {
 
-    private Integer rotation;
-    private int pageNumber;
-    private List<TextElement> texts;
-    private List<Ruling> rulings, cleanRulings = null, verticalRulingLines = null, horizontalRulingLines = null;
-    private float minCharWidth;
-    private float minCharHeight;
-    private RectangleSpatialIndex<TextElement> spatial_index;
-    private PDPage pdPage;
-
-    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage) {
-        super(top, left, width, height);
-        this.rotation = rotation;
-        this.pageNumber = page_number;
-        this.pdPage = pdPage;
-    }
-    
-    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage,
-            List<TextElement> characters, List<Ruling> rulings) {
-
-        this(top, left, width, height, rotation, page_number, pdPage);
-        this.texts = characters;
-        this.rulings = rulings;
-    }
-
-
-    public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage,
-            List<TextElement> characters, List<Ruling> rulings,
-            float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
-
-        this(top, left, width, height, rotation, page_number, pdPage, characters, rulings);
-        this.minCharHeight = minCharHeight;
-        this.minCharWidth = minCharWidth;
-        this.spatial_index = index;
-    }
+  private Integer rotation;
+  private int pageNumber;
+  private List<TextElement> texts;
+  private List<Ruling> rulings, cleanRulings = null, verticalRulingLines = null, horizontalRulingLines = null;
+  private float minCharWidth;
+  private float minCharHeight;
+  private RectangleSpatialIndex<TextElement> spatial_index;
+  private PDPage pdPage;
+  private PDDocument pdDoc;
+
+  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc) {
+    super(top, left, width, height);
+    this.rotation = rotation;
+    this.pageNumber = page_number;
+    this.pdPage = pdPage;
+    this.pdDoc = doc;
+  }
+
+  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
+              List<TextElement> characters, List<Ruling> rulings) {
+
+    this(top, left, width, height, rotation, page_number, pdPage, doc);
+    this.texts = characters;
+    this.rulings = rulings;
+  }
+
+
+  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
+              List<TextElement> characters, List<Ruling> rulings,
+              float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
+
+    this(top, left, width, height, rotation, page_number, pdPage, doc, characters, rulings);
+    this.minCharHeight = minCharHeight;
+    this.minCharWidth = minCharWidth;
+    this.spatial_index = index;
+  }
+
+  public Page getArea(Rectangle area) {
+    List<TextElement> t = getText(area);
+    float min_char_width  = 7;
+    float min_char_height = 7;
+
+    if(t.size() > 0){
+      min_char_width = Collections.min(t, new Comparator<TextElement>() {
+        @Override
+        public int compare(TextElement te1, TextElement te2) {
+          return java.lang.Float.compare(te1.width, te2.width);
+        }}).width;
+      min_char_height = Collections.min(t, new Comparator<TextElement>() {
+        @Override
+        public int compare(TextElement te1, TextElement te2) {
+          return java.lang.Float.compare(te1.height, te2.height);
+        }}).height;
+    }
+    Page rv = new Page(
+      area.getTop(),
+      area.getLeft(),
+      (float) area.getWidth(),
+      (float) area.getHeight(),
+      rotation,
+      pageNumber,
+      pdPage,
+      pdDoc,
+      t,
+      Ruling.cropRulingsToArea(getRulings(), area),
+      min_char_width,
+      min_char_height,
+      spatial_index);
+
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getLeft(),
+        rv.getTop()),
+      new Point2D.Double(rv.getRight(),
+        rv.getTop())));
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getRight(),
+        rv.getTop()),
+      new Point2D.Double(rv.getRight(),
+        rv.getBottom())));
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getRight(),
+        rv.getBottom()),
+      new Point2D.Double(rv.getLeft(),
+        rv.getBottom())));
+    rv.addRuling(new Ruling(
+      new Point2D.Double(rv.getLeft(),
+        rv.getBottom()),
+      new Point2D.Double(rv.getLeft(),
+        rv.getTop())));
+
+    return rv;
+  }
+
+  public Page getArea(float top, float left, float bottom, float right) {
+    Rectangle area = new Rectangle(top, left, right - left, bottom - top);
+    return this.getArea(area);
+  }
+
+  public List<TextElement> getText() {
+    return texts;
+  }
+
+  public List<TextElement> getText(Rectangle area) {
+    return this.spatial_index.contains(area);
+  }
+
+  /** @deprecated use {@linkplain #getText(Rectangle)} instead  */
+  @Deprecated public List<TextElement> getText(float top, float left, float bottom, float right) {
+    return this.getText(new Rectangle(top, left, right - left, bottom - top));
+  }
+
+  public Integer getRotation() {
+    return rotation;
+  }
+
+  public int getPageNumber() {
+    return pageNumber;
+  }
+
+  /** @deprecated use {@linkplain #getText()} instead  */
+  @Deprecated public List<TextElement> getTexts() {
+    return texts;
+  }
+
+  /**
+   * Returns the minimum bounding box that contains all the TextElements on this Page
+   */
+  public Rectangle getTextBounds() {
+    List<TextElement> texts = this.getText();
+    if (!texts.isEmpty()) {
+      return Utils.bounds(texts);
+    }
+    else {
+      return new Rectangle();
+    }
+
+  }
+
+  public List<Ruling> getRulings() {
+    if (this.cleanRulings != null) {
+      return this.cleanRulings;
+    }
+
+    if (this.rulings == null || this.rulings.isEmpty()) {
+      this.verticalRulingLines = new ArrayList<>();
+      this.horizontalRulingLines = new ArrayList<>();
+      return new ArrayList<>();
+    }
+
+    Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
+
+    List<Ruling> vrs = new ArrayList<>();
+    for (Ruling vr: this.rulings) {
+      if (vr.vertical()) {
+        vrs.add(vr);
+      }
+    }
+    this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
+
+    List<Ruling> hrs = new ArrayList<>();
+    for (Ruling hr: this.rulings) {
+      if (hr.horizontal()) {
+        hrs.add(hr);
+      }
+    }
+    this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
+
+    this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
+    this.cleanRulings.addAll(this.horizontalRulingLines);
+
+    return this.cleanRulings;
+
+  }
+
+  public List<Ruling> getVerticalRulings() {
+    if (this.verticalRulingLines != null) {
+      return this.verticalRulingLines;
+    }
+    this.getRulings();
+    return this.verticalRulingLines;
+  }
 
-    public Page getArea(Rectangle area) {
-        List<TextElement> t = getText(area);
-        float min_char_width  = 7;
-        float min_char_height = 7;
-
-        if(t.size() > 0){
-            min_char_width = Collections.min(t, new Comparator<TextElement>() {
-                                    @Override
-                                    public int compare(TextElement te1, TextElement te2) {
-                                        return java.lang.Float.compare(te1.width, te2.width);
-                                 }}).width;
-            min_char_height = Collections.min(t, new Comparator<TextElement>() {
-                                        @Override
-                                        public int compare(TextElement te1, TextElement te2) {
-                                            return java.lang.Float.compare(te1.height, te2.height);
-                                  }}).height;
-        }
-        Page rv = new Page(
-                area.getTop(),
-                area.getLeft(),
-                (float) area.getWidth(),
-                (float) area.getHeight(),
-                rotation,
-                pageNumber,
-                pdPage,
-                t,
-                Ruling.cropRulingsToArea(getRulings(), area),
-                min_char_width,
-                min_char_height,                
-                spatial_index);
-        
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getTop()), 
-                new Point2D.Double(rv.getRight(), 
-                    rv.getTop())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getRight(), 
-                    rv.getTop()), 
-                new Point2D.Double(rv.getRight(), 
-                    rv.getBottom())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getRight(), 
-                    rv.getBottom()), 
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getBottom())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getBottom()), 
-                new Point2D.Double(rv.getLeft(), 
-                    rv.getTop())));
- 
-        return rv;
-    }
-    
-    public Page getArea(float top, float left, float bottom, float right) {
-        Rectangle area = new Rectangle(top, left, right - left, bottom - top);
-        return this.getArea(area);
-    }
-    
-    public List<TextElement> getText() {
-        return texts;
-    }
-    
-    public List<TextElement> getText(Rectangle area) {
-        return this.spatial_index.contains(area);
-    }
-    
-    /** @deprecated use {@linkplain #getText(Rectangle)} instead  */
-    @Deprecated public List<TextElement> getText(float top, float left, float bottom, float right) {
-        return this.getText(new Rectangle(top, left, right - left, bottom - top));
+  public List<Ruling> getHorizontalRulings() {
+    if (this.horizontalRulingLines != null) {
+      return this.horizontalRulingLines;
     }
+    this.getRulings();
+    return this.horizontalRulingLines;
+  }
 
-    public Integer getRotation() {
-        return rotation;
+  public void addRuling(Ruling r) {
+    if (r.oblique()) {
+      throw new UnsupportedOperationException("Can't add an oblique ruling");
     }
+    this.rulings.add(r);
+    // clear caches
+    this.verticalRulingLines = null;
+    this.horizontalRulingLines = null;
+    this.cleanRulings = null;
+  }
 
-    public int getPageNumber() {
-        return pageNumber;
-    }
+  public List<Ruling> getUnprocessedRulings() {
+    return this.rulings;
+  }
 
-    /** @deprecated use {@linkplain #getText()} instead  */
-    @Deprecated public List<TextElement> getTexts() {
-        return texts;
-    }
-    
-    /**
-     * Returns the minimum bounding box that contains all the TextElements on this Page
-     */
-    public Rectangle getTextBounds() {
-        List<TextElement> texts = this.getText();
-        if (!texts.isEmpty()) {
-            return Utils.bounds(texts);
-        }
-        else {
-            return new Rectangle();
-        }
-        
-    }
+  /** @deprecated with no replacement  */
+  @Deprecated public float getMinCharWidth() {
+    return minCharWidth;
+  }
 
-    public List<Ruling> getRulings() {
-        if (this.cleanRulings != null) {
-            return this.cleanRulings;
-        }
-        
-        if (this.rulings == null || this.rulings.isEmpty()) {
-            this.verticalRulingLines = new ArrayList<>();
-            this.horizontalRulingLines = new ArrayList<>();
-            return new ArrayList<>();
-        }
-        
-        Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
-        
-        List<Ruling> vrs = new ArrayList<>();
-        for (Ruling vr: this.rulings) {
-            if (vr.vertical()) {
-                vrs.add(vr);
-            }
-        }
-        this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
-        
-        List<Ruling> hrs = new ArrayList<>(); 
-        for (Ruling hr: this.rulings) {
-            if (hr.horizontal()) {
-                hrs.add(hr);
-            }
-        }
-        this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
-        
-        this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
-        this.cleanRulings.addAll(this.horizontalRulingLines);
-        
-        return this.cleanRulings;
-        
-    }
-    
-    public List<Ruling> getVerticalRulings() {
-        if (this.verticalRulingLines != null) {
-            return this.verticalRulingLines;
-        }
-        this.getRulings();
-        return this.verticalRulingLines;
-    }
-    
-    public List<Ruling> getHorizontalRulings() {
-        if (this.horizontalRulingLines != null) {
-            return this.horizontalRulingLines;
-        }
-        this.getRulings();
-        return this.horizontalRulingLines;
-    }
-    
-    public void addRuling(Ruling r) {
-        if (r.oblique()) {
-            throw new UnsupportedOperationException("Can't add an oblique ruling");
-        }
-        this.rulings.add(r);
-        // clear caches
-        this.verticalRulingLines = null;
-        this.horizontalRulingLines = null;
-        this.cleanRulings = null;
-    }
-    
-    public List<Ruling> getUnprocessedRulings() {
-        return this.rulings;
-    }
+  /** @deprecated with no replacement  */
+  @Deprecated public float getMinCharHeight() {
+    return minCharHeight;
+  }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public float getMinCharWidth() {
-        return minCharWidth;
-    }
+  public PDPage getPDPage() {
+    return pdPage;
+  }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public float getMinCharHeight() {
-        return minCharHeight;
-    }
+  public PDDocument getPDDoc() {
+    return pdDoc;
+  }
 
-    public PDPage getPDPage() {
-      return pdPage;
-    }
+  /** @deprecated with no replacement  */
+  @Deprecated public RectangleSpatialIndex<TextElement> getSpatialIndex() {
+    return this.spatial_index;
+  }
 
-    /** @deprecated with no replacement  */
-    @Deprecated public RectangleSpatialIndex<TextElement> getSpatialIndex() {
-        return this.spatial_index;
-    }
-    
-    /** @deprecated with no replacement  */
-    @Deprecated public boolean hasText() {
-        return this.texts.size() > 0;
-    }
-    
-    
+  /** @deprecated with no replacement  */
+  @Deprecated public boolean hasText() {
+    return this.texts.size() > 0;
+  }
 }
diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index 429ff304..e437146e 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -1,6 +1,10 @@
 package technology.tabula;
 
+import org.apache.fontbox.util.BoundingBox;
 import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDFontDescriptor;
+import org.apache.pdfbox.pdmodel.font.PDType3Font;
 import org.apache.pdfbox.text.PDFTextStripper;
 import org.apache.pdfbox.text.TextPosition;
 
@@ -81,6 +85,54 @@ protected void writeString(String string, List<TextPosition> textPositions) thro
         }
     }
 
+  @Override
+  protected float computeFontHeight(PDFont font) throws IOException
+  {
+    BoundingBox bbox = font.getBoundingBox();
+    if (bbox.getLowerLeftY() < Short.MIN_VALUE)
+    {
+      // PDFBOX-2158 and PDFBOX-3130
+      // files by Salmat eSolutions / ClibPDF Library
+      bbox.setLowerLeftY(- (bbox.getLowerLeftY() + 65536));
+    }
+    // 1/2 the bbox is used as the height todo: why?
+    float glyphHeight = bbox.getHeight() / 2;
+
+    // sometimes the bbox has very high values, but CapHeight is OK
+    PDFontDescriptor fontDescriptor = font.getFontDescriptor();
+    if (fontDescriptor != null)
+    {
+      float capHeight = fontDescriptor.getCapHeight();
+      if (Float.compare(capHeight, 0) != 0 &&
+        (capHeight < glyphHeight || Float.compare(glyphHeight, 0) == 0))
+      {
+        glyphHeight = capHeight;
+      }
+      // PDFBOX-3464, PDFBOX-448:
+      // sometimes even CapHeight has very high value, but Ascent and Descent are ok
+      float ascent = fontDescriptor.getAscent();
+      float descent = fontDescriptor.getDescent();
+      if (ascent > 0 && descent < 0 &&
+        ((ascent - descent) / 2 < glyphHeight || Float.compare(glyphHeight, 0) == 0))
+      {
+        glyphHeight = (ascent - descent) / 2;
+      }
+    }
+
+    // transformPoint from glyph space -> text space
+    float height;
+    if (font instanceof PDType3Font)
+    {
+      height = font.getFontMatrix().transformPoint(0, glyphHeight).y;
+    }
+    else
+    {
+      height = glyphHeight / 1000;
+    }
+
+    return height;
+  }
+
     private boolean isPrintable(String s) {
         Character c;
         Character.UnicodeBlock block;
@@ -92,4 +144,4 @@ private boolean isPrintable(String s) {
         }
         return printable;
     }
-}
\ No newline at end of file
+}
diff --git a/src/main/java/technology/tabula/Utils.java b/src/main/java/technology/tabula/Utils.java
index 35c6cc4d..00814429 100644
--- a/src/main/java/technology/tabula/Utils.java
+++ b/src/main/java/technology/tabula/Utils.java
@@ -280,4 +280,9 @@ public static BufferedImage pageConvertToImage(PDPage page, int dpi, ImageType i
 		}
 	}
 
+  public static BufferedImage pageConvertToImage(PDDocument doc, PDPage page, int dpi, ImageType imageType) throws IOException {
+    PDFRenderer renderer = new PDFRenderer(doc);
+    return renderer.renderImageWithDPI(doc.getPages().indexOf(page), dpi, imageType);
+  }
+
 }
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index f9f923b5..91609045 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -227,7 +227,7 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
 
         PDPage p = document.getPage(pageNumber);
 
-        BufferedImage image = Utils.pageConvertToImage(p, 72, ImageType.RGB);
+        BufferedImage image = Utils.pageConvertToImage(document, p, 72, ImageType.RGB);
 
         Graphics2D g = (Graphics2D) image.getGraphics();
 
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index fe30ae8d..74898e3e 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -106,7 +106,7 @@ public List<Rectangle> detect(Page page) {
         BufferedImage image;
         PDPage pdfPage = page.getPDPage();
         try {
-            image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
+            image = Utils.pageConvertToImage(page.getPDDoc(), pdfPage, 144, ImageType.GRAY);
         } catch (IOException e) {
             return new ArrayList<>();
         }
@@ -118,7 +118,7 @@ public List<Rectangle> detect(Page page) {
         try {
             removeTextDocument = this.removeText(pdfPage);
             pdfPage = removeTextDocument.getPage(0);
-            image = Utils.pageConvertToImage(pdfPage, 144, ImageType.GRAY);
+            image = Utils.pageConvertToImage(removeTextDocument, pdfPage, 144, ImageType.GRAY);
         } catch (Exception e) {
             return new ArrayList<>();
         } finally {
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
index 44d488eb..4a3462f9 100644
--- a/src/test/java/technology/tabula/TestProjectionProfile.java
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -5,6 +5,7 @@
 import java.util.ArrayList;
 import java.util.List;
 
+import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
 import org.junit.Before;
@@ -18,6 +19,7 @@ public class TestProjectionProfile {
 	@Before
 	public void setUpProjectionProfile() {
 		PDPage pdPage = new PDPage();
+		PDDocument pdDocument = new PDDocument();
 		
 		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
 		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
@@ -30,7 +32,7 @@ public void setUpProjectionProfile() {
 		rulingList.add(ruling);
 
 
-		page = new Page(0, 0, 1, 1, 0, 1, pdPage, textList, rulingList);
+		page = new Page(0, 0, 1, 1, 0, 1, pdPage, pdDocument, textList, rulingList);
 		
 		List<Rectangle> rectangles = new ArrayList<>();
 		rectangles.add(new Rectangle(0f, 0f, 500f, 5f));
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index db634d89..e68411df 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -124,7 +124,7 @@ public void testQuickSortLongList() {
     public void testJPEG2000DoesNotRaise() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/jpeg2000.pdf"));
         PDPage page = pdf_document.getPage(0);
-        Utils.pageConvertToImage(page, 360, ImageType.RGB);
+        Utils.pageConvertToImage(pdf_document, page, 360, ImageType.RGB);
     }
 
 }

From 3ece59c538b89b20325d216613d5283b965cc808 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 21 Aug 2020 16:51:14 -0300
Subject: [PATCH 268/364] Update to PDFBox 2.0.21

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 52f29f50..de437a39 100644
--- a/pom.xml
+++ b/pom.xml
@@ -250,7 +250,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.21-SNAPSHOT</version>
+        <version>2.0.21</version>
     </dependency>
 
     <dependency>

From a4e0d6c41a06bc6c06ef766562f3eeef5a38c22a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sat, 22 Aug 2020 20:34:34 -0300
Subject: [PATCH 269/364] prepare for 1.0.4 release

---
 README.md                                     | 40 +++++++++----------
 pom.xml                                       |  2 +-
 .../technology/tabula/CommandLineApp.java     |  2 +-
 3 files changed, 21 insertions(+), 23 deletions(-)

diff --git a/README.md b/README.md
index 76e25663..2a08d3ac 100644
--- a/README.md
+++ b/README.md
@@ -3,9 +3,7 @@ tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?bra
 
 `tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that powers [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.
 
-(This is the new version of the extraction engine; the previous code can be found at [`tabula-extractor`](http://github.com/tabulapdf/tabula-extractor).)
-
-© 2014-2018 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
+© 2014-2020 Manuel Aristarán. Available under MIT License. See [`LICENSE`](LICENSE).
 
 ## Download
 
@@ -17,28 +15,28 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 
 ```
 $ java -jar target/tabula-1.0.2-jar-with-dependencies.jar --help
-usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-d] [-f
-       <FORMAT>] [-g] [-h] [-i] [-l] [-n] [-o <OUTFILE>] [-p <PAGES>] [-r]
-       [-s <PASSWORD>] [-t] [-u] [-v]
+usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-f <FORMAT>]
+       [-g] [-h] [-i] [-l] [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s
+       <PASSWORD>] [-t] [-u] [-v]
 
 Tabula helps you extract tables from PDFs
 
- -a,--area <AREA>           Portion of the page to analyze. Example: --area
-                            269.875,12.75,790.5,561. Accepts
-                            top,left,bottom,right i.e. y1,x1,y2,x2 where all
-                            values are in points relative to the top left
-                            corner. If all values are between 0-100
-                            (inclusive) and preceded by '%', input will be
-                            taken as % of actual height or width of the page.
-                            Example: --area %0,0,100,50. To specify multiple
-                            areas, -a option should be repeated. Default is
-                            entire page
+ -a,--area <AREA>           -a/--area = Portion of the page to analyze.
+                            Example: --area 269.875,12.75,790.5,561.
+                            Accepts top,left,bottom,right i.e. y1,x1,y2,x2
+                            where all values are in points relative to the
+                            top left corner. If all values are between
+                            0-100 (inclusive) and preceded by '%', input
+                            will be taken as % of actual height or width
+                            of the page. Example: --area %0,0,100,50. To
+                            specify multiple areas, -a option should be
+                            repeated. Default is entire page
  -b,--batch <DIRECTORY>     Convert all .pdfs in the provided directory.
- -c,--columns <COLUMNS>     X coordinates of column boundaries where values
-                            are in points and relative to the left of the
-                            page. Example --columns 10.1,20.2,30.3
- -d,--debug                 Print detected table areas instead of
-                            processing.
+ -c,--columns <COLUMNS>     X coordinates of column boundaries. Example
+                            --columns 10.1,20.2,30.3. If all values are
+                            between 0-100 (inclusive) and preceded by '%',
+                            input will be taken as % of actual width of
+                            the page. Example: --columns %25,50,80.6
  -f,--format <FORMAT>       Output format: (CSV,TSV,JSON). Default: CSV
  -g,--guess                 Guess the portion of the page to analyze per
                             page.
diff --git a/pom.xml b/pom.xml
index de437a39..c4d97b4b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.4-SNAPSHOT</version>
+    <version>1.0.4</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 6e26e7cd..e18f603a 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -30,7 +30,7 @@
 public class CommandLineApp {
 
     private static String VERSION = "1.0.4";
-    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2018 Manuel Aristarán", VERSION);
+    private static String VERSION_STRING = String.format("tabula %s (c) 2012-2020 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 
     private static final int RELATIVE_AREA_CALCULATION_MODE = 0;

From ebc83ac2bb1a1cbe54ab8081d70f3c9fe81886ea Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 3 Sep 2020 10:30:58 -0300
Subject: [PATCH 270/364] Prepare for next release

---
 pom.xml                                            | 14 +++++++++++++-
 .../java/technology/tabula/CommandLineApp.java     |  2 +-
 2 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index c4d97b4b..b88e7f71 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.4</version>
+    <version>1.0.5-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
@@ -112,6 +112,9 @@
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
               <version>3.2.0</version>
+              <configuration>
+                  <source>8</source>
+              </configuration>
               <executions>
                 <execution>
                   <id>attach-javadocs</id>
@@ -132,6 +135,12 @@
                         <goals>
                             <goal>sign</goal>
                         </goals>
+                        <configuration>
+                            <gpgArguments>
+                                <arg>--pinentry-mode</arg>
+                                <arg>loopback</arg>
+                            </gpgArguments>
+                        </configuration>
                     </execution>
                 </executions>
             </plugin>
@@ -187,6 +196,9 @@
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
                 <version>3.2.0</version>
+                <configuration>
+                    <source>8</source>
+                </configuration>
                 <executions>
                     <execution>
                         <id>attach-javadocs</id>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index e18f603a..1957f6f0 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -29,7 +29,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "1.0.4";
+    private static String VERSION = "1.0.5";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2020 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 

From 21a4932b892acc9762a8b6632d0a6c7e178d4d49 Mon Sep 17 00:00:00 2001
From: travisbeale <travisbeale@gmail.com>
Date: Tue, 22 Sep 2020 09:11:15 -0400
Subject: [PATCH 271/364] Refine heuristic to filter out tall-ish whitespace
 elements that can throw off text chunking by considering realistic font sizes

---
 .../java/technology/tabula/TextStripper.java  | 22 ++++++++++++++-----
 1 file changed, 17 insertions(+), 5 deletions(-)

diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index e437146e..329d45a2 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -13,8 +13,11 @@
 import java.util.List;
 
 public class TextStripper extends PDFTextStripper {
+
     private static final String NBSP = "\u00A0";
     private static final float AVG_HEIGHT_MULT_THRESHOLD = 6.0f;
+    private static final float MAX_BLANK_FONT_SIZE = 40.0f;
+    private static final float MIN_BLANK_FONT_SIZE = 2.0f;
     private PDDocument document;
     public ArrayList<TextElement> textElements;
     public RectangleSpatialIndex<TextElement> spatialIndex;
@@ -69,15 +72,24 @@ protected void writeString(String string, List<TextPosition> textPositions) thro
 
             this.minCharWidth = (float) Math.min(this.minCharWidth, te.getWidth());
             this.minCharHeight = (float) Math.min(this.minCharHeight, te.getHeight());
-            
+
             countHeight++;
             totalHeight += te.getHeight();
             float avgHeight = totalHeight / countHeight;
             
-            if (avgHeight > 0 
-                    && te.getHeight() >= (avgHeight * AVG_HEIGHT_MULT_THRESHOLD)
-                    && (te.getText() == null || te.getText().trim().equals(""))) {
-                continue;
+            //We have an issue where tall blank cells throw off the row height calculation
+            //Introspect a blank cell a bit here to see if it should be thrown away
+            if ((te.getText() == null || te.getText().trim().equals(""))) {
+                //if the cell height is more than AVG_HEIGHT_MULT_THRESHOLDxaverage, throw it away
+                if (avgHeight > 0
+                        && te.getHeight() >= (avgHeight * AVG_HEIGHT_MULT_THRESHOLD)) {
+                    continue;
+                }
+                
+                //if the font size is outside of reasonable ranges, throw it away
+                if (textPosition.getFontSizeInPt() > MAX_BLANK_FONT_SIZE || textPosition.getFontSizeInPt() < MIN_BLANK_FONT_SIZE) {
+                    continue;
+                }
             }
             
             this.spatialIndex.add(te);

From 00bee456790c16d9d972de1e5d513b58ced37a48 Mon Sep 17 00:00:00 2001
From: Nick <nick.mueller@uni-greifswald.de>
Date: Sat, 3 Oct 2020 13:08:56 +0200
Subject: [PATCH 272/364] Fixes #379

---
 .../technology/tabula/CommandLineApp.java     | 21 ++++++++-----------
 1 file changed, 9 insertions(+), 12 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 1957f6f0..3081b9d4 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -44,7 +44,6 @@ public class CommandLineApp {
     private OutputFormat outputFormat;
     private String password;
     private TableExtractor tableExtractor;
-    private List<Float> verticalRulingPositions;
 
     public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseException {
         this.defaultOutput = defaultOutput;
@@ -56,10 +55,6 @@ public CommandLineApp(Appendable defaultOutput, CommandLine line) throws ParseEx
         if (line.hasOption('s')) {
             this.password = line.getOptionValue('s');
         }
-        if (line.hasOption('c')) {
-            this.verticalRulingPositions = parseFloatList(line.getOptionValue('c'));
-        }
-
     }
 
     public static void main(String[] args) {
@@ -165,12 +160,6 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
             while (pageIterator.hasNext()) {
                 Page page = pageIterator.next();
 
-                if (verticalRulingPositions != null) {
-                    for (Float verticalRulingPosition: verticalRulingPositions) {
-                        page.addRuling(new Ruling(0, verticalRulingPosition, 0.0f, (float) page.getHeight()));
-                    }
-                }
-
                 if (pageAreas != null) {
                     for (Pair<Integer, Rectangle> areaPair : pageAreas) {
                         Rectangle area = areaPair.getRight();
@@ -290,7 +279,15 @@ public static List<Float> parseFloatList(String option) throws ParseException {
         List<Float> rv = new ArrayList<>();
         try {
             for (int i = 0; i < f.length; i++) {
-                rv.add(Float.parseFloat(f[i]));
+                final String element = f[i];
+
+                if(element.startsWith("%")) {
+
+                    rv.add(Float.parseFloat(element));
+                } else {
+                    rv.add(Float.parseFloat(element));
+                }
+
             }
             return rv;
         } catch (NumberFormatException e) {

From 2ab8579ef7dd5a7f9913f243b6e0e766f25f99bd Mon Sep 17 00:00:00 2001
From: Nick <nick.mueller@uni-greifswald.de>
Date: Sun, 4 Oct 2020 00:36:11 +0200
Subject: [PATCH 273/364] Bugfix (#379)

---
 .../java/technology/tabula/CommandLineApp.java  | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 3081b9d4..2efb278e 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -160,11 +160,17 @@ private void extractFile(File pdfFile, Appendable outFile) throws ParseException
             while (pageIterator.hasNext()) {
                 Page page = pageIterator.next();
 
+                if (tableExtractor.verticalRulingPositions != null) {
+                    for (Float verticalRulingPosition : tableExtractor.verticalRulingPositions) {
+                        page.addRuling(new Ruling(0, verticalRulingPosition, 0.0f, (float) page.getHeight()));
+                    }
+                }
+
                 if (pageAreas != null) {
                     for (Pair<Integer, Rectangle> areaPair : pageAreas) {
                         Rectangle area = areaPair.getRight();
                         if (areaPair.getLeft() == RELATIVE_AREA_CALCULATION_MODE) {
-                            area  = new Rectangle((float) (area.getTop() / 100 * page.getHeight()),
+                            area = new Rectangle((float) (area.getTop() / 100 * page.getHeight()),
                                     (float) (area.getLeft() / 100 * page.getWidth()), (float) (area.getWidth() / 100 * page.getWidth()),
                                     (float) (area.getHeight() / 100 * page.getHeight()));
                         }
@@ -220,7 +226,7 @@ private static List<Pair<Integer, Rectangle>> whichAreas(CommandLine line) throw
         String[] optionValues = line.getOptionValues('a');
 
         List<Pair<Integer, Rectangle>> areaList = new ArrayList<Pair<Integer, Rectangle>>();
-        for (String optionValue: optionValues) {
+        for (String optionValue : optionValues) {
             int areaCalculationMode = ABSOLUTE_AREA_CALCULATION_MODE;
             int startIndex = 0;
             if (optionValue.startsWith("%")) {
@@ -281,7 +287,7 @@ public static List<Float> parseFloatList(String option) throws ParseException {
             for (int i = 0; i < f.length; i++) {
                 final String element = f[i];
 
-                if(element.startsWith("%")) {
+                if (element.startsWith("%")) {
 
                     rv.add(Float.parseFloat(element));
                 } else {
@@ -381,6 +387,7 @@ public TableExtractor() {
         public void setVerticalRulingPositions(List<Float> positions) {
             this.verticalRulingPositions = positions;
         }
+
         public void setVerticalRulingPositionsRelative(boolean relative) {
             this.verticalRulingPositionsRelative = relative;
         }
@@ -435,8 +442,8 @@ public List<Table> extractTablesBasic(Page page) {
                 if (this.verticalRulingPositionsRelative) {
                     // convert relative to absolute
                     absoluteRulingPositions = new ArrayList<>(verticalRulingPositions.size());
-                    for (float relative: this.verticalRulingPositions) {
-                        float absolute = (float)(relative / 100.0 * page.getWidth());
+                    for (float relative : this.verticalRulingPositions) {
+                        float absolute = (float) (relative / 100.0 * page.getWidth());
                         absoluteRulingPositions.add(absolute);
                     }
                 } else {

From 6ea9d3ad3f410aaf5d5f099847483286a52b609b Mon Sep 17 00:00:00 2001
From: Nick <nick.mueller@uni-greifswald.de>
Date: Wed, 7 Oct 2020 15:16:41 +0200
Subject: [PATCH 274/364] Removes unnecessary code (#379)

---
 src/main/java/technology/tabula/CommandLineApp.java | 12 ++----------
 1 file changed, 2 insertions(+), 10 deletions(-)

diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 2efb278e..0228df4b 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -284,16 +284,8 @@ public static List<Float> parseFloatList(String option) throws ParseException {
         String[] f = option.split(",");
         List<Float> rv = new ArrayList<>();
         try {
-            for (int i = 0; i < f.length; i++) {
-                final String element = f[i];
-
-                if (element.startsWith("%")) {
-
-                    rv.add(Float.parseFloat(element));
-                } else {
-                    rv.add(Float.parseFloat(element));
-                }
-
+            for (final String element : f) {
+                rv.add(Float.parseFloat(element));
             }
             return rv;
         } catch (NumberFormatException e) {

From 6fdf5545b0897f5847c27148189a0966d9fb7b4e Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 10:55:14 -0300
Subject: [PATCH 275/364] Refactoring JSON serializers.

---
 .../RectangularTextContainerSerializer.java   | 30 +++++-----
 .../tabula/json/RulingSerializer.java         | 20 -------
 .../tabula/json/TableSerializer.java          | 57 +++++++++----------
 3 files changed, 41 insertions(+), 66 deletions(-)
 delete mode 100644 src/main/java/technology/tabula/json/RulingSerializer.java

diff --git a/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java b/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
index f6359b91..4a61aa31 100644
--- a/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
+++ b/src/main/java/technology/tabula/json/RectangularTextContainerSerializer.java
@@ -11,21 +11,19 @@
 
 public final class RectangularTextContainerSerializer implements JsonSerializer<RectangularTextContainer<?>> {
 
-	public static final RectangularTextContainerSerializer INSTANCE = new RectangularTextContainerSerializer();
-
-	private RectangularTextContainerSerializer() {
-		// singleton
-	}
-
-	@Override
-	public JsonElement serialize(RectangularTextContainer<?> src, Type typeOfSrc, JsonSerializationContext context) {
-		JsonObject result = new JsonObject();
-		result.addProperty("top",    src.getTop());
-		result.addProperty("left",   src.getLeft());
-		result.addProperty("width",  src.getWidth());
-		result.addProperty("height", src.getHeight());
-		result.addProperty("text",   src.getText());
-		return result;
-	}
+    public static final RectangularTextContainerSerializer INSTANCE = new RectangularTextContainerSerializer();
+
+    private RectangularTextContainerSerializer() {}
+
+    @Override
+    public JsonElement serialize(RectangularTextContainer<?> textContainer, Type type, JsonSerializationContext context) {
+        JsonObject json = new JsonObject();
+        json.addProperty("top", textContainer.getTop());
+        json.addProperty("left", textContainer.getLeft());
+        json.addProperty("width", textContainer.getWidth());
+        json.addProperty("height", textContainer.getHeight());
+        json.addProperty("text", textContainer.getText());
+        return json;
+    }
 
 }
\ No newline at end of file
diff --git a/src/main/java/technology/tabula/json/RulingSerializer.java b/src/main/java/technology/tabula/json/RulingSerializer.java
deleted file mode 100644
index 19fe8bcd..00000000
--- a/src/main/java/technology/tabula/json/RulingSerializer.java
+++ /dev/null
@@ -1,20 +0,0 @@
-package technology.tabula.json;
-
-import java.lang.reflect.Type;
-
-import com.google.gson.JsonElement;
-import com.google.gson.JsonSerializationContext;
-import com.google.gson.JsonSerializer;
-
-import technology.tabula.Ruling;
-
-@Deprecated
-/** @deprecated This class is unused (Aug 2017) and will be removed at some later point */
-public class RulingSerializer implements JsonSerializer<Ruling> {
-
-    @Override
-    public JsonElement serialize(Ruling src, Type typeOfSrc, JsonSerializationContext context) {
-        return null;
-    }
-
-}
diff --git a/src/main/java/technology/tabula/json/TableSerializer.java b/src/main/java/technology/tabula/json/TableSerializer.java
index ba04a7cf..2ba20bcd 100644
--- a/src/main/java/technology/tabula/json/TableSerializer.java
+++ b/src/main/java/technology/tabula/json/TableSerializer.java
@@ -14,35 +14,32 @@
 
 public final class TableSerializer implements JsonSerializer<Table> {
 
-	public static final TableSerializer INSTANCE = new TableSerializer();
-
-	private TableSerializer() {
-		// singleton
-	}
-
-	@Override
-	public JsonElement serialize(Table src, Type typeOfSrc, JsonSerializationContext context) {
-
-		JsonObject result = new JsonObject();
-
-		result.addProperty("extraction_method", src.getExtractionMethod());
-		result.addProperty("top",    src.getTop());
-		result.addProperty("left",   src.getLeft());
-		result.addProperty("width",  src.getWidth());
-		result.addProperty("height", src.getHeight());
-		result.addProperty("right",  src.getRight());
-		result.addProperty("bottom", src.getBottom());
-
-		JsonArray data;
-		result.add("data", data = new JsonArray());
-		
-		for (List<RectangularTextContainer> srcRow : src.getRows()) {
-			JsonArray row = new JsonArray();
-			for (RectangularTextContainer textChunk : srcRow) row.add(context.serialize(textChunk));
-			data.add(row);
-		}
-
-		return result;
-	}
+    public static final TableSerializer INSTANCE = new TableSerializer();
+
+    private TableSerializer() {}
+
+    @Override
+    public JsonElement serialize(Table table, Type type, JsonSerializationContext context) {
+        JsonObject json = new JsonObject();
+        JsonArray data = new JsonArray();
+
+        json.addProperty("extraction_method", table.getExtractionMethod());
+        json.addProperty("top", table.getTop());
+        json.addProperty("left", table.getLeft());
+        json.addProperty("width", table.getWidth());
+        json.addProperty("height", table.getHeight());
+        json.addProperty("right", table.getRight());
+        json.addProperty("bottom", table.getBottom());
+        json.add("data", data);
+
+        for (List<RectangularTextContainer> tableRow : table.getRows()) {
+            JsonArray jsonRow = new JsonArray();
+            for (RectangularTextContainer textChunk : tableRow)
+                jsonRow.add(context.serialize(textChunk));
+            data.add(jsonRow);
+        }
+
+        return json;
+    }
 
 }

From a9932a82dea23fe257368219684ccbc7faa0b27f Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 11:13:43 -0300
Subject: [PATCH 276/364] Refactoring writers.

---
 .../technology/tabula/writers/CSVWriter.java  | 54 +++++++-------
 .../technology/tabula/writers/JSONWriter.java | 72 +++++++++++--------
 .../technology/tabula/writers/TSVWriter.java  |  6 +-
 .../technology/tabula/writers/Writer.java     |  3 +
 4 files changed, 76 insertions(+), 59 deletions(-)

diff --git a/src/main/java/technology/tabula/writers/CSVWriter.java b/src/main/java/technology/tabula/writers/CSVWriter.java
index 2466cc6e..682397b8 100644
--- a/src/main/java/technology/tabula/writers/CSVWriter.java
+++ b/src/main/java/technology/tabula/writers/CSVWriter.java
@@ -13,33 +13,35 @@
 
 public class CSVWriter implements Writer {
 
-	public CSVWriter() {
-		this(CSVFormat.EXCEL);
-	}
-
-	protected CSVWriter(CSVFormat format) {
-		this.format = format;
-	}
-
 	private final CSVFormat format;
 
-	@Override
-	public void write(Appendable out, Table table) throws IOException {
-		write(out, Collections.singletonList(table));
-	}
-
-	@Override
-	public void write(Appendable out, List<Table> tables) throws IOException {
-		try (CSVPrinter printer = new CSVPrinter(out, format)) {
-			for (Table table : tables) {
-				for (List<RectangularTextContainer> row : table.getRows()) {
-					List<String> cells = new ArrayList<>(row.size());
-					for (RectangularTextContainer<?> tc : row) cells.add(tc.getText());
-					printer.printRecord(cells);
-				}
-			}
-			printer.flush();
-		}
-	}
+    public CSVWriter() {
+        this(CSVFormat.EXCEL);
+    }
+
+    protected CSVWriter(CSVFormat format) {
+        this.format = format;
+    }
+
+	// - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    @Override
+    public void write(Appendable out, Table table) throws IOException {
+        write(out, Collections.singletonList(table));
+    }
+
+    @Override
+    public void write(Appendable out, List<Table> tables) throws IOException {
+        try (CSVPrinter printer = new CSVPrinter(out, format)) {
+            for (Table table : tables) {
+                for (List<RectangularTextContainer> row : table.getRows()) {
+                    List<String> cells = new ArrayList<>(row.size());
+                    for (RectangularTextContainer<?> cell : row)
+                    	cells.add(cell.getText());
+                    printer.printRecord(cells);
+                }
+            }
+            printer.flush();
+        }
+    }
 
 }
diff --git a/src/main/java/technology/tabula/writers/JSONWriter.java b/src/main/java/technology/tabula/writers/JSONWriter.java
index 59e9b274..bb566f2d 100644
--- a/src/main/java/technology/tabula/writers/JSONWriter.java
+++ b/src/main/java/technology/tabula/writers/JSONWriter.java
@@ -1,9 +1,5 @@
 package technology.tabula.writers;
 
-import java.io.IOException;
-import java.lang.reflect.Modifier;
-import java.util.List;
-
 import com.google.gson.ExclusionStrategy;
 import com.google.gson.FieldAttributes;
 import com.google.gson.Gson;
@@ -17,33 +13,49 @@
 import technology.tabula.json.RectangularTextContainerSerializer;
 import technology.tabula.json.TableSerializer;
 
+import java.io.IOException;
+import java.util.List;
+
+import static java.lang.reflect.Modifier.PUBLIC;
+
 public class JSONWriter implements Writer {
 
-	private static final ExclusionStrategy ALLCLASSES_SKIPNONPUBLIC = new ExclusionStrategy() {
-		@Override public boolean shouldSkipClass(Class<?> c) { return false; }
-		@Override public boolean shouldSkipField(FieldAttributes fa) { return !fa.hasModifier(Modifier.PUBLIC); }
-	};
-
-	@Override
-	public void write(Appendable out, Table table) throws IOException {
-		out.append(gson().toJson(table, Table.class));
-	}
-
-	@Override public void write(Appendable out, List<Table> tables) throws IOException {
-		Gson gson = gson();
-		JsonArray array = new JsonArray();
-		for (Table table : tables) array.add(gson.toJsonTree(table, Table.class));
-		out.append(gson.toJson(array));
-	}
-
-	private static Gson gson() {
-		return new GsonBuilder()
-				.addSerializationExclusionStrategy(ALLCLASSES_SKIPNONPUBLIC)
-				.registerTypeAdapter(Table.class, TableSerializer.INSTANCE)
-				.registerTypeAdapter(RectangularTextContainer.class, RectangularTextContainerSerializer.INSTANCE)
-				.registerTypeAdapter(Cell.class, RectangularTextContainerSerializer.INSTANCE)
-				.registerTypeAdapter(TextChunk.class, RectangularTextContainerSerializer.INSTANCE)
-				.create();
-	}
+    private static final ExclusionStrategy ALL_CLASSES_SKIPPING_NON_PUBLIC_FIELDS = new ExclusionStrategy() {
+        @Override
+        public boolean shouldSkipClass(Class<?> c) {
+            return false;
+        }
+
+        @Override
+        public boolean shouldSkipField(FieldAttributes fieldAttributes) {
+            return !fieldAttributes.hasModifier(PUBLIC);
+        }
+    };
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    @Override
+    public void write(Appendable out, Table table) throws IOException {
+        out.append(gson().toJson(table, Table.class));
+    }
+
+    @Override
+    public void write(Appendable out, List<Table> tables) throws IOException {
+        Gson gson = gson();
+        JsonArray jsonElements = new JsonArray();
+        for (Table table : tables)
+            jsonElements.add(gson.toJsonTree(table, Table.class));
+        out.append(gson.toJson(jsonElements));
+    }
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    private static Gson gson() {
+        return new GsonBuilder()
+                .addSerializationExclusionStrategy(ALL_CLASSES_SKIPPING_NON_PUBLIC_FIELDS)
+                .registerTypeAdapter(Table.class, TableSerializer.INSTANCE)
+                .registerTypeAdapter(RectangularTextContainer.class, RectangularTextContainerSerializer.INSTANCE)
+                .registerTypeAdapter(Cell.class, RectangularTextContainerSerializer.INSTANCE)
+                .registerTypeAdapter(TextChunk.class, RectangularTextContainerSerializer.INSTANCE)
+                .create();
+    }
 
 }
diff --git a/src/main/java/technology/tabula/writers/TSVWriter.java b/src/main/java/technology/tabula/writers/TSVWriter.java
index c3ddb737..115d0347 100644
--- a/src/main/java/technology/tabula/writers/TSVWriter.java
+++ b/src/main/java/technology/tabula/writers/TSVWriter.java
@@ -4,8 +4,8 @@
 
 public class TSVWriter extends CSVWriter {
 
-	public TSVWriter() {
-		super(CSVFormat.TDF);
-	}
+    public TSVWriter() {
+        super(CSVFormat.TDF);
+    }
 
 }
diff --git a/src/main/java/technology/tabula/writers/Writer.java b/src/main/java/technology/tabula/writers/Writer.java
index 78f4faa4..99b708c6 100644
--- a/src/main/java/technology/tabula/writers/Writer.java
+++ b/src/main/java/technology/tabula/writers/Writer.java
@@ -6,6 +6,9 @@
 import technology.tabula.Table;
 
 public interface Writer {
+
     void write(Appendable out, Table table) throws IOException;
+
     void write(Appendable out, List<Table> tables) throws IOException;
+
 }

From 008c395b9af49655e829eff58851c9c08fc2bf7c Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 12:26:13 -0300
Subject: [PATCH 277/364] Refactoring classes related to a pdf page.

---
 .../technology/tabula/ObjectExtractor.java    | 49 +++++++++----------
 src/main/java/technology/tabula/Page.java     |  7 +++
 .../java/technology/tabula/PageIterator.java  | 22 ++++-----
 3 files changed, 40 insertions(+), 38 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 3998ba6f..97960243 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -13,55 +13,50 @@ public ObjectExtractor(PDDocument pdfDocument) {
         this.pdfDocument = pdfDocument;
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     protected Page extractPage(Integer pageNumber) throws IOException {
-
-        if (pageNumber > this.pdfDocument.getNumberOfPages() || pageNumber < 1) {
-            throw new java.lang.IndexOutOfBoundsException(
-                    "Page number does not exist");
+        if (pageNumber > pdfDocument.getNumberOfPages() || pageNumber < 1) {
+            throw new java.lang.IndexOutOfBoundsException("Page number does not exist.");
         }
+        PDPage page = pdfDocument.getPage(pageNumber - 1);
 
-        PDPage p = this.pdfDocument.getPage(pageNumber - 1);
-
-        ObjectExtractorStreamEngine se = new ObjectExtractorStreamEngine(p);
-        se.processPage(p);
-
-
-        TextStripper pdfTextStripper = new TextStripper(this.pdfDocument, pageNumber);
+        ObjectExtractorStreamEngine streamEngine = new ObjectExtractorStreamEngine(page);
+        streamEngine.processPage(page);
 
-        pdfTextStripper.process();
+        TextStripper textStripper = new TextStripper(pdfDocument, pageNumber);
+        textStripper.process();
 
-        Utils.sort(pdfTextStripper.textElements, Rectangle.ILL_DEFINED_ORDER);
+        Utils.sort(textStripper.textElements, Rectangle.ILL_DEFINED_ORDER);
 
-        float w, h;
-        int pageRotation = p.getRotation();
-        if (Math.abs(pageRotation) == 90 || Math.abs(pageRotation) == 270) {
-            w = p.getCropBox().getHeight();
-            h = p.getCropBox().getWidth();
+        float width, height;
+        int rotation = page.getRotation();
+        if (Math.abs(rotation) == 90 || Math.abs(rotation) == 270) {
+            width = page.getCropBox().getHeight();
+            height = page.getCropBox().getWidth();
         } else {
-            w = p.getCropBox().getWidth();
-            h = p.getCropBox().getHeight();
+            width = page.getCropBox().getWidth();
+            height = page.getCropBox().getHeight();
         }
 
-        return new Page(0, 0, w, h, pageRotation, pageNumber, p, this.pdfDocument, pdfTextStripper.textElements,
-                se.rulings, pdfTextStripper.minCharWidth, pdfTextStripper.minCharHeight, pdfTextStripper.spatialIndex);
+        return new Page(0, 0, width, height, rotation, pageNumber, page, pdfDocument, streamEngine, textStripper);
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public PageIterator extract(Iterable<Integer> pages) {
         return new PageIterator(this, pages);
     }
 
     public PageIterator extract() {
-        return extract(Utils.range(1, this.pdfDocument.getNumberOfPages() + 1));
+        return extract(Utils.range(1, pdfDocument.getNumberOfPages() + 1));
     }
 
     public Page extract(int pageNumber) {
         return extract(Utils.range(pageNumber, pageNumber + 1)).next();
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public void close() throws IOException {
-        this.pdfDocument.close();
+        pdfDocument.close();
     }
-
-
-
+    
 }
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 3207bcb9..ef04c29f 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -39,6 +39,13 @@ public Page(float top, float left, float width, float height, int rotation, int
     this.rulings = rulings;
   }
 
+  public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
+              ObjectExtractorStreamEngine streamEngine, TextStripper textStripper) {
+    this(top, left, width, height, rotation, number, pdPage, doc, textStripper.textElements, streamEngine.rulings);
+    this.minCharWidth = textStripper.minCharWidth;
+    this.minCharHeight = textStripper.minCharHeight;
+    this.spatial_index = textStripper.spatialIndex;
+  }
 
   public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
               List<TextElement> characters, List<Ruling> rulings,
diff --git a/src/main/java/technology/tabula/PageIterator.java b/src/main/java/technology/tabula/PageIterator.java
index 5fec2a77..052ed54a 100644
--- a/src/main/java/technology/tabula/PageIterator.java
+++ b/src/main/java/technology/tabula/PageIterator.java
@@ -5,39 +5,39 @@
 
 public class PageIterator implements Iterator<Page> {
 
-    private ObjectExtractor oe;
+    private ObjectExtractor objectExtractor;
     private Iterator<Integer> pageIndexIterator;
-    
-    public PageIterator(ObjectExtractor oe, Iterable<Integer> pages) {
+
+    public PageIterator(ObjectExtractor objectExtractor, Iterable<Integer> pages) {
         super();
-        this.oe = oe;
+        this.objectExtractor = objectExtractor;
         this.pageIndexIterator = pages.iterator();
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     @Override
     public boolean hasNext() {
-        return this.pageIndexIterator.hasNext();
+        return pageIndexIterator.hasNext();
     }
 
     @Override
     public Page next() {
-        Page page = null;
+        Page nextPage = null;
         if (!this.hasNext()) {
             throw new IllegalStateException();
         }
         try {
-            page = oe.extractPage(this.pageIndexIterator.next());
+            nextPage = objectExtractor.extractPage(pageIndexIterator.next());
         } catch (IOException e) {
-            // TODO Auto-generated catch block
             e.printStackTrace();
         }
-        return page;
+        return nextPage;
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     @Override
     public void remove() {
         throw new UnsupportedOperationException();
-
     }
 
-}
\ No newline at end of file
+}

From c0592627efc4f608343b5c3f4800cb3f7e2e3900 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 13:36:41 -0300
Subject: [PATCH 278/364] Grouping methods by context.

---
 src/main/java/technology/tabula/Page.java | 484 ++++++++++++----------
 1 file changed, 256 insertions(+), 228 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index ef04c29f..cb03dc98 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -13,243 +13,271 @@
 // TODO: this class should probably be called "PageArea" or something like that
 public class Page extends Rectangle {
 
-  private Integer rotation;
-  private int pageNumber;
-  private List<TextElement> texts;
-  private List<Ruling> rulings, cleanRulings = null, verticalRulingLines = null, horizontalRulingLines = null;
-  private float minCharWidth;
-  private float minCharHeight;
-  private RectangleSpatialIndex<TextElement> spatial_index;
-  private PDPage pdPage;
-  private PDDocument pdDoc;
-
-  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc) {
-    super(top, left, width, height);
-    this.rotation = rotation;
-    this.pageNumber = page_number;
-    this.pdPage = pdPage;
-    this.pdDoc = doc;
-  }
-
-  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
-              List<TextElement> characters, List<Ruling> rulings) {
-
-    this(top, left, width, height, rotation, page_number, pdPage, doc);
-    this.texts = characters;
-    this.rulings = rulings;
-  }
-
-  public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
-              ObjectExtractorStreamEngine streamEngine, TextStripper textStripper) {
-    this(top, left, width, height, rotation, number, pdPage, doc, textStripper.textElements, streamEngine.rulings);
-    this.minCharWidth = textStripper.minCharWidth;
-    this.minCharHeight = textStripper.minCharHeight;
-    this.spatial_index = textStripper.spatialIndex;
-  }
-
-  public Page(float top, float left, float width, float height, int rotation, int page_number, PDPage pdPage, PDDocument doc,
-              List<TextElement> characters, List<Ruling> rulings,
-              float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
-
-    this(top, left, width, height, rotation, page_number, pdPage, doc, characters, rulings);
-    this.minCharHeight = minCharHeight;
-    this.minCharWidth = minCharWidth;
-    this.spatial_index = index;
-  }
-
-  public Page getArea(Rectangle area) {
-    List<TextElement> t = getText(area);
-    float min_char_width  = 7;
-    float min_char_height = 7;
-
-    if(t.size() > 0){
-      min_char_width = Collections.min(t, new Comparator<TextElement>() {
-        @Override
-        public int compare(TextElement te1, TextElement te2) {
-          return java.lang.Float.compare(te1.width, te2.width);
-        }}).width;
-      min_char_height = Collections.min(t, new Comparator<TextElement>() {
-        @Override
-        public int compare(TextElement te1, TextElement te2) {
-          return java.lang.Float.compare(te1.height, te2.height);
-        }}).height;
-    }
-    Page rv = new Page(
-      area.getTop(),
-      area.getLeft(),
-      (float) area.getWidth(),
-      (float) area.getHeight(),
-      rotation,
-      pageNumber,
-      pdPage,
-      pdDoc,
-      t,
-      Ruling.cropRulingsToArea(getRulings(), area),
-      min_char_width,
-      min_char_height,
-      spatial_index);
-
-    rv.addRuling(new Ruling(
-      new Point2D.Double(rv.getLeft(),
-        rv.getTop()),
-      new Point2D.Double(rv.getRight(),
-        rv.getTop())));
-    rv.addRuling(new Ruling(
-      new Point2D.Double(rv.getRight(),
-        rv.getTop()),
-      new Point2D.Double(rv.getRight(),
-        rv.getBottom())));
-    rv.addRuling(new Ruling(
-      new Point2D.Double(rv.getRight(),
-        rv.getBottom()),
-      new Point2D.Double(rv.getLeft(),
-        rv.getBottom())));
-    rv.addRuling(new Ruling(
-      new Point2D.Double(rv.getLeft(),
-        rv.getBottom()),
-      new Point2D.Double(rv.getLeft(),
-        rv.getTop())));
-
-    return rv;
-  }
-
-  public Page getArea(float top, float left, float bottom, float right) {
-    Rectangle area = new Rectangle(top, left, right - left, bottom - top);
-    return this.getArea(area);
-  }
-
-  public List<TextElement> getText() {
-    return texts;
-  }
-
-  public List<TextElement> getText(Rectangle area) {
-    return this.spatial_index.contains(area);
-  }
-
-  /** @deprecated use {@linkplain #getText(Rectangle)} instead  */
-  @Deprecated public List<TextElement> getText(float top, float left, float bottom, float right) {
-    return this.getText(new Rectangle(top, left, right - left, bottom - top));
-  }
-
-  public Integer getRotation() {
-    return rotation;
-  }
-
-  public int getPageNumber() {
-    return pageNumber;
-  }
-
-  /** @deprecated use {@linkplain #getText()} instead  */
-  @Deprecated public List<TextElement> getTexts() {
-    return texts;
-  }
-
-  /**
-   * Returns the minimum bounding box that contains all the TextElements on this Page
-   */
-  public Rectangle getTextBounds() {
-    List<TextElement> texts = this.getText();
-    if (!texts.isEmpty()) {
-      return Utils.bounds(texts);
-    }
-    else {
-      return new Rectangle();
-    }
-
-  }
-
-  public List<Ruling> getRulings() {
-    if (this.cleanRulings != null) {
-      return this.cleanRulings;
-    }
-
-    if (this.rulings == null || this.rulings.isEmpty()) {
-      this.verticalRulingLines = new ArrayList<>();
-      this.horizontalRulingLines = new ArrayList<>();
-      return new ArrayList<>();
-    }
-
-    Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
-
-    List<Ruling> vrs = new ArrayList<>();
-    for (Ruling vr: this.rulings) {
-      if (vr.vertical()) {
-        vrs.add(vr);
-      }
-    }
-    this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
-
-    List<Ruling> hrs = new ArrayList<>();
-    for (Ruling hr: this.rulings) {
-      if (hr.horizontal()) {
-        hrs.add(hr);
-      }
-    }
-    this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
-
-    this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
-    this.cleanRulings.addAll(this.horizontalRulingLines);
-
-    return this.cleanRulings;
-
-  }
-
-  public List<Ruling> getVerticalRulings() {
-    if (this.verticalRulingLines != null) {
-      return this.verticalRulingLines;
-    }
-    this.getRulings();
-    return this.verticalRulingLines;
-  }
+    private int number;
+    private Integer rotation;
+    private float minCharWidth;
+    private float minCharHeight;
 
-  public List<Ruling> getHorizontalRulings() {
-    if (this.horizontalRulingLines != null) {
-      return this.horizontalRulingLines;
+    private List<TextElement> textElements;
+
+    private List<Ruling> rulings,
+            cleanRulings = null,
+            verticalRulingLines = null,
+            horizontalRulingLines = null;
+
+    private PDPage pdPage;
+    private PDDocument pdDoc;
+
+    private RectangleSpatialIndex<TextElement> spatialIndex;
+
+    public Page(float top, float left, float width, float height, int rotation, int pageNumber, PDPage pdPage, PDDocument doc) {
+        super(top, left, width, height);
+        this.rotation = rotation;
+        this.number = pageNumber;
+        this.pdPage = pdPage;
+        this.pdDoc = doc;
+    }
+
+    public Page(float top, float left, float width, float height, int rotation, int pageNumber, PDPage pdPage, PDDocument doc,
+                List<TextElement> characters, List<Ruling> rulings) {
+        this(top, left, width, height, rotation, pageNumber, pdPage, doc);
+        this.textElements = characters;
+        this.rulings = rulings;
+    }
+
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
+                ObjectExtractorStreamEngine streamEngine, TextStripper textStripper) {
+        this(top, left, width, height, rotation, number, pdPage, doc, textStripper.textElements, streamEngine.rulings);
+        this.minCharWidth = textStripper.minCharWidth;
+        this.minCharHeight = textStripper.minCharHeight;
+        this.spatialIndex = textStripper.spatialIndex;
+    }
+
+    public Page(float top, float left, float width, float height, int rotation, int pageNumber, PDPage pdPage, PDDocument doc,
+                List<TextElement> characters, List<Ruling> rulings,
+                float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
+        this(top, left, width, height, rotation, pageNumber, pdPage, doc, characters, rulings);
+        this.minCharHeight = minCharHeight;
+        this.minCharWidth = minCharWidth;
+        this.spatialIndex = index;
+    }
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    public Page getArea(Rectangle area) {
+        List<TextElement> t = getText(area);
+        float min_char_width = 7;
+        float min_char_height = 7;
+
+        if (t.size() > 0) {
+            min_char_width = Collections.min(t, new Comparator<TextElement>() {
+                @Override
+                public int compare(TextElement te1, TextElement te2) {
+                    return java.lang.Float.compare(te1.width, te2.width);
+                }
+            }).width;
+            min_char_height = Collections.min(t, new Comparator<TextElement>() {
+                @Override
+                public int compare(TextElement te1, TextElement te2) {
+                    return java.lang.Float.compare(te1.height, te2.height);
+                }
+            }).height;
+        }
+        Page rv = new Page(
+                area.getTop(),
+                area.getLeft(),
+                (float) area.getWidth(),
+                (float) area.getHeight(),
+                rotation, number,
+                pdPage,
+                pdDoc,
+                t,
+                Ruling.cropRulingsToArea(getRulings(), area),
+                min_char_width,
+                min_char_height,
+                spatialIndex);
+
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getLeft(),
+                        rv.getTop()),
+                new Point2D.Double(rv.getRight(),
+                        rv.getTop())));
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getRight(),
+                        rv.getTop()),
+                new Point2D.Double(rv.getRight(),
+                        rv.getBottom())));
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getRight(),
+                        rv.getBottom()),
+                new Point2D.Double(rv.getLeft(),
+                        rv.getBottom())));
+        rv.addRuling(new Ruling(
+                new Point2D.Double(rv.getLeft(),
+                        rv.getBottom()),
+                new Point2D.Double(rv.getLeft(),
+                        rv.getTop())));
+
+        return rv;
+    }
+
+    public Page getArea(float top, float left, float bottom, float right) {
+        Rectangle area = new Rectangle(top, left, right - left, bottom - top);
+        return getArea(area);
+    }
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    public Integer getRotation() {
+        return rotation;
+    }
+
+    public int getPageNumber() {
+        return number;
+    }
+
+    /**
+     * @deprecated with no replacement
+     */
+    @Deprecated
+    public float getMinCharWidth() {
+        return minCharWidth;
+    }
+
+    /**
+     * @deprecated with no replacement
+     */
+    @Deprecated
+    public float getMinCharHeight() {
+        return minCharHeight;
     }
-    this.getRulings();
-    return this.horizontalRulingLines;
-  }
 
-  public void addRuling(Ruling r) {
-    if (r.oblique()) {
-      throw new UnsupportedOperationException("Can't add an oblique ruling");
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    public List<TextElement> getText() {
+        return textElements;
     }
-    this.rulings.add(r);
-    // clear caches
-    this.verticalRulingLines = null;
-    this.horizontalRulingLines = null;
-    this.cleanRulings = null;
-  }
 
-  public List<Ruling> getUnprocessedRulings() {
-    return this.rulings;
-  }
+    public List<TextElement> getText(Rectangle area) {
+        return spatialIndex.contains(area);
+    }
 
-  /** @deprecated with no replacement  */
-  @Deprecated public float getMinCharWidth() {
-    return minCharWidth;
-  }
+    /**
+     * @deprecated use {@linkplain #getText(Rectangle)} instead
+     */
+    @Deprecated
+    public List<TextElement> getText(float top, float left, float bottom, float right) {
+        return getText(new Rectangle(top, left, right - left, bottom - top));
+    }
 
-  /** @deprecated with no replacement  */
-  @Deprecated public float getMinCharHeight() {
-    return minCharHeight;
-  }
+    /**
+     * @deprecated use {@linkplain #getText()} instead
+     */
+    @Deprecated
+    public List<TextElement> getTexts() {
+        return textElements;
+    }
 
-  public PDPage getPDPage() {
-    return pdPage;
-  }
+    /**
+     * Returns the minimum bounding box that contains all the TextElements on this Page
+     */
+    public Rectangle getTextBounds() {
+        List<TextElement> texts = this.getText();
+        if (!texts.isEmpty()) {
+            return Utils.bounds(texts);
+        } else {
+            return new Rectangle();
+        }
+    }
 
-  public PDDocument getPDDoc() {
-    return pdDoc;
-  }
+    /**
+     * @deprecated with no replacement
+     */
+    @Deprecated
+    public boolean hasText() {
+        return textElements.size() > 0;
+    }
 
-  /** @deprecated with no replacement  */
-  @Deprecated public RectangleSpatialIndex<TextElement> getSpatialIndex() {
-    return this.spatial_index;
-  }
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    public List<Ruling> getRulings() {
+        if (this.cleanRulings != null) {
+            return this.cleanRulings;
+        }
+
+        if (this.rulings == null || this.rulings.isEmpty()) {
+            this.verticalRulingLines = new ArrayList<>();
+            this.horizontalRulingLines = new ArrayList<>();
+            return new ArrayList<>();
+        }
+
+        Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
+
+        List<Ruling> vrs = new ArrayList<>();
+        for (Ruling vr : this.rulings) {
+            if (vr.vertical()) {
+                vrs.add(vr);
+            }
+        }
+        this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
+
+        List<Ruling> hrs = new ArrayList<>();
+        for (Ruling hr : this.rulings) {
+            if (hr.horizontal()) {
+                hrs.add(hr);
+            }
+        }
+        this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
+
+        this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
+        this.cleanRulings.addAll(this.horizontalRulingLines);
+
+        return this.cleanRulings;
+    }
+
+    public List<Ruling> getVerticalRulings() {
+        if (this.verticalRulingLines != null) {
+            return this.verticalRulingLines;
+        }
+        this.getRulings();
+        return this.verticalRulingLines;
+    }
+
+    public List<Ruling> getHorizontalRulings() {
+        if (this.horizontalRulingLines != null) {
+            return this.horizontalRulingLines;
+        }
+        this.getRulings();
+        return this.horizontalRulingLines;
+    }
+
+    public void addRuling(Ruling r) {
+        if (r.oblique()) {
+            throw new UnsupportedOperationException("Can't add an oblique ruling");
+        }
+        this.rulings.add(r);
+        // clear caches
+        this.verticalRulingLines = null;
+        this.horizontalRulingLines = null;
+        this.cleanRulings = null;
+    }
+
+    public List<Ruling> getUnprocessedRulings() {
+        return rulings;
+    }
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    public PDPage getPDPage() {
+        return pdPage;
+    }
+
+    public PDDocument getPDDoc() {
+        return pdDoc;
+    }
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    /**
+     * @deprecated with no replacement
+     */
+    @Deprecated
+    public RectangleSpatialIndex<TextElement> getSpatialIndex() {
+        return spatialIndex;
+    }
 
-  /** @deprecated with no replacement  */
-  @Deprecated public boolean hasText() {
-    return this.texts.size() > 0;
-  }
 }

From 62e6b5fc81d7c6536b886cc4406aafd709a57d95 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 14:21:12 -0300
Subject: [PATCH 279/364] Refactoring methods related to 'rulings' attributes.

---
 src/main/java/technology/tabula/Page.java | 84 +++++++++++++----------
 1 file changed, 47 insertions(+), 37 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index cb03dc98..ce3841c8 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -20,6 +20,7 @@ public class Page extends Rectangle {
 
     private List<TextElement> textElements;
 
+    // TODO: Create a class for 'List <Ruling>' that encapsulates all of these lists and their behaviors?
     private List<Ruling> rulings,
             cleanRulings = null,
             verticalRulingLines = null,
@@ -197,65 +198,74 @@ public boolean hasText() {
 
     // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public List<Ruling> getRulings() {
-        if (this.cleanRulings != null) {
-            return this.cleanRulings;
+        if (cleanRulings != null) {
+            return cleanRulings;
         }
 
-        if (this.rulings == null || this.rulings.isEmpty()) {
-            this.verticalRulingLines = new ArrayList<>();
-            this.horizontalRulingLines = new ArrayList<>();
+        if (rulings == null || rulings.isEmpty()) {
+            verticalRulingLines = new ArrayList<>();
+            horizontalRulingLines = new ArrayList<>();
             return new ArrayList<>();
         }
 
-        Utils.snapPoints(this.rulings, this.minCharWidth, this.minCharHeight);
+        // TODO: Move as a static method to the Ruling class?
+        Utils.snapPoints(rulings, minCharWidth, minCharHeight);
 
-        List<Ruling> vrs = new ArrayList<>();
-        for (Ruling vr : this.rulings) {
-            if (vr.vertical()) {
-                vrs.add(vr);
+        verticalRulingLines = getCollapsedVerticalRulings();
+        horizontalRulingLines = getCollapsedHorizontalRulings();
+
+        cleanRulings = new ArrayList<>(verticalRulingLines);
+        cleanRulings.addAll(horizontalRulingLines);
+
+        return cleanRulings;
+    }
+
+    // TODO: Create a class for 'List <Ruling>' and encapsulate these behaviors within it?
+    private List<Ruling> getCollapsedVerticalRulings() {
+        List<Ruling> verticalRulings = new ArrayList<>();
+        for (Ruling ruling : rulings) {
+            if (ruling.vertical()) {
+                verticalRulings.add(ruling);
             }
         }
-        this.verticalRulingLines = Ruling.collapseOrientedRulings(vrs);
+        return Ruling.collapseOrientedRulings(verticalRulings);
+    }
 
-        List<Ruling> hrs = new ArrayList<>();
-        for (Ruling hr : this.rulings) {
-            if (hr.horizontal()) {
-                hrs.add(hr);
+    private List<Ruling> getCollapsedHorizontalRulings() {
+        List<Ruling> horizontalRulings = new ArrayList<>();
+        for (Ruling ruling : rulings) {
+            if (ruling.horizontal()) {
+                horizontalRulings.add(ruling);
             }
         }
-        this.horizontalRulingLines = Ruling.collapseOrientedRulings(hrs);
-
-        this.cleanRulings = new ArrayList<>(this.verticalRulingLines);
-        this.cleanRulings.addAll(this.horizontalRulingLines);
-
-        return this.cleanRulings;
+        return Ruling.collapseOrientedRulings(horizontalRulings);
     }
 
     public List<Ruling> getVerticalRulings() {
-        if (this.verticalRulingLines != null) {
-            return this.verticalRulingLines;
+        if (verticalRulingLines != null) {
+            return verticalRulingLines;
         }
-        this.getRulings();
-        return this.verticalRulingLines;
+        getRulings();
+        return verticalRulingLines;
     }
 
     public List<Ruling> getHorizontalRulings() {
-        if (this.horizontalRulingLines != null) {
-            return this.horizontalRulingLines;
+        if (horizontalRulingLines != null) {
+            return horizontalRulingLines;
         }
-        this.getRulings();
-        return this.horizontalRulingLines;
+        getRulings();
+        return horizontalRulingLines;
     }
 
-    public void addRuling(Ruling r) {
-        if (r.oblique()) {
-            throw new UnsupportedOperationException("Can't add an oblique ruling");
+    public void addRuling(Ruling ruling) {
+        if (ruling.oblique()) {
+            throw new UnsupportedOperationException("Can't add an oblique ruling.");
         }
-        this.rulings.add(r);
-        // clear caches
-        this.verticalRulingLines = null;
-        this.horizontalRulingLines = null;
-        this.cleanRulings = null;
+        rulings.add(ruling);
+        // Clear caches:
+        verticalRulingLines = null;
+        horizontalRulingLines = null;
+        cleanRulings = null;
     }
 
     public List<Ruling> getUnprocessedRulings() {

From c3c3b9d5832e58d8706e91fa702812874eab7df6 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 15:37:27 -0300
Subject: [PATCH 280/364] Refactoring getArea() method.

---
 src/main/java/technology/tabula/Page.java | 109 ++++++++++------------
 1 file changed, 50 insertions(+), 59 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index ce3841c8..87d7c01d 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -9,6 +9,9 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 
+import static java.lang.Float.compare;
+import static java.util.Collections.min;
+
 @SuppressWarnings("serial")
 // TODO: this class should probably be called "PageArea" or something like that
 public class Page extends Rectangle {
@@ -31,17 +34,20 @@ public class Page extends Rectangle {
 
     private RectangleSpatialIndex<TextElement> spatialIndex;
 
-    public Page(float top, float left, float width, float height, int rotation, int pageNumber, PDPage pdPage, PDDocument doc) {
+    private static final float DEFAULT_MIN_CHAR_LENGTH = 7;
+
+    // TODO: Use a creational design patterns here?
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc) {
         super(top, left, width, height);
         this.rotation = rotation;
-        this.number = pageNumber;
+        this.number = number;
         this.pdPage = pdPage;
         this.pdDoc = doc;
     }
 
-    public Page(float top, float left, float width, float height, int rotation, int pageNumber, PDPage pdPage, PDDocument doc,
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
                 List<TextElement> characters, List<Ruling> rulings) {
-        this(top, left, width, height, rotation, pageNumber, pdPage, doc);
+        this(top, left, width, height, rotation, number, pdPage, doc);
         this.textElements = characters;
         this.rulings = rulings;
     }
@@ -54,10 +60,10 @@ public Page(float top, float left, float width, float height, int rotation, int
         this.spatialIndex = textStripper.spatialIndex;
     }
 
-    public Page(float top, float left, float width, float height, int rotation, int pageNumber, PDPage pdPage, PDDocument doc,
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
                 List<TextElement> characters, List<Ruling> rulings,
                 float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
-        this(top, left, width, height, rotation, pageNumber, pdPage, doc, characters, rulings);
+        this(top, left, width, height, rotation, number, pdPage, doc, characters, rulings);
         this.minCharHeight = minCharHeight;
         this.minCharWidth = minCharWidth;
         this.spatialIndex = index;
@@ -65,60 +71,44 @@ public Page(float top, float left, float width, float height, int rotation, int
 
     // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public Page getArea(Rectangle area) {
-        List<TextElement> t = getText(area);
-        float min_char_width = 7;
-        float min_char_height = 7;
-
-        if (t.size() > 0) {
-            min_char_width = Collections.min(t, new Comparator<TextElement>() {
-                @Override
-                public int compare(TextElement te1, TextElement te2) {
-                    return java.lang.Float.compare(te1.width, te2.width);
-                }
-            }).width;
-            min_char_height = Collections.min(t, new Comparator<TextElement>() {
-                @Override
-                public int compare(TextElement te1, TextElement te2) {
-                    return java.lang.Float.compare(te1.height, te2.height);
-                }
-            }).height;
-        }
-        Page rv = new Page(
-                area.getTop(),
-                area.getLeft(),
-                (float) area.getWidth(),
-                (float) area.getHeight(),
-                rotation, number,
-                pdPage,
-                pdDoc,
-                t,
+        List<TextElement> areaTextElements = getText(area);
+
+        float minimumCharWidth = getMinimumCharWidthFrom(areaTextElements);
+        float minimumCharHeight = getMinimumCharHeightFrom(areaTextElements);
+
+        Page page = new Page(area.getTop(), area.getLeft(), (float) area.getWidth(), (float) area.getHeight(),
+                rotation, number, pdPage, pdDoc, areaTextElements,
                 Ruling.cropRulingsToArea(getRulings(), area),
-                min_char_width,
-                min_char_height,
-                spatialIndex);
-
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getLeft(),
-                        rv.getTop()),
-                new Point2D.Double(rv.getRight(),
-                        rv.getTop())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getRight(),
-                        rv.getTop()),
-                new Point2D.Double(rv.getRight(),
-                        rv.getBottom())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getRight(),
-                        rv.getBottom()),
-                new Point2D.Double(rv.getLeft(),
-                        rv.getBottom())));
-        rv.addRuling(new Ruling(
-                new Point2D.Double(rv.getLeft(),
-                        rv.getBottom()),
-                new Point2D.Double(rv.getLeft(),
-                        rv.getTop())));
-
-        return rv;
+                minimumCharWidth, minimumCharHeight, spatialIndex);
+
+        addBorderRulingsTo(page);
+
+        return page;
+    }
+
+    private float getMinimumCharWidthFrom(List<TextElement> areaTextElements) {
+        if (!areaTextElements.isEmpty()) {
+            return min(areaTextElements, (te1, te2) -> compare(te1.width, te2.width)).width;
+        }
+        return DEFAULT_MIN_CHAR_LENGTH;
+    }
+
+    private float getMinimumCharHeightFrom(List<TextElement> areaTextElements) {
+        if (!areaTextElements.isEmpty()) {
+            return min(areaTextElements, (te1, te2) -> compare(te1.height, te2.height)).height;
+        }
+        return DEFAULT_MIN_CHAR_LENGTH;
+    }
+
+    private void addBorderRulingsTo(Page page) {
+        Point2D.Double leftTop = new Point2D.Double(page.getLeft(), page.getTop()),
+                rightTop = new Point2D.Double(page.getRight(), page.getTop()),
+                rightBottom = new Point2D.Double(page.getRight(), page.getBottom()),
+                leftBottom = new Point2D.Double(page.getLeft(), page.getBottom());
+        page.addRuling(new Ruling(leftTop, rightTop));
+        page.addRuling(new Ruling(rightTop, rightBottom));
+        page.addRuling(new Ruling(rightBottom, leftBottom));
+        page.addRuling(new Ruling(leftBottom, leftTop));
     }
 
     public Page getArea(float top, float left, float bottom, float right) {
@@ -282,6 +272,7 @@ public PDDocument getPDDoc() {
     }
 
     // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+
     /**
      * @deprecated with no replacement
      */

From 8a78148d9a3abc752f681837ca135d5f1424b37d Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 21:07:18 -0300
Subject: [PATCH 281/364] Refactoring constructor.

---
 .../tabula/ObjectExtractorStreamEngine.java   | 90 +++++++++----------
 1 file changed, 40 insertions(+), 50 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index ae249a40..d3f79458 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -7,7 +7,6 @@
 import java.awt.geom.PathIterator;
 import java.awt.geom.Point2D;
 import java.awt.geom.Rectangle2D;
-import java.io.IOException;
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.List;
@@ -17,7 +16,6 @@
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.common.PDRectangle;
 import org.apache.pdfbox.pdmodel.graphics.image.PDImage;
-import org.apache.pdfbox.util.Matrix;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -25,72 +23,66 @@ class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
 
     protected List<Ruling> rulings;
     private AffineTransform pageTransform;
-    private boolean debugClippingPaths;
     private boolean extractRulingLines = true;
-    private Logger log;
+    private Logger logger;
     private int clipWindingRule = -1;
     private GeneralPath currentPath = new GeneralPath();
 
     protected ObjectExtractorStreamEngine(PDPage page) {
         super(page);
+        logger = LoggerFactory.getLogger(ObjectExtractorStreamEngine.class);
+        rulings = new ArrayList<>();
 
-        this.log = LoggerFactory.getLogger(ObjectExtractorStreamEngine.class);
+        // Calculate page transform:
+        pageTransform = new AffineTransform();
+        PDRectangle pageCropBox = getPage().getCropBox();
+        int rotationAngleInDegrees = getPage().getRotation();
 
-        this.rulings = new ArrayList<>();
-        this.pageTransform = null;
-
-        // calculate page transform
-        PDRectangle cb = this.getPage().getCropBox();
-        int rotation = this.getPage().getRotation();
-
-        this.pageTransform = new AffineTransform();
-
-        if (Math.abs(rotation) == 90 || Math.abs(rotation) == 270) {
-            this.pageTransform = AffineTransform.getRotateInstance(rotation * (Math.PI / 180.0), 0, 0);
-            this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
+        if (Math.abs(rotationAngleInDegrees) == 90 || Math.abs(rotationAngleInDegrees) == 270) {
+            double rotationAngleInRadians = rotationAngleInDegrees * (Math.PI / 180.0);
+            pageTransform = AffineTransform.getRotateInstance(rotationAngleInRadians, 0, 0);
         } else {
-            this.pageTransform.concatenate(AffineTransform.getTranslateInstance(0, cb.getHeight()));
-            this.pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
+            double deltaX = 0;
+            double deltaY = pageCropBox.getHeight();
+            pageTransform.concatenate(AffineTransform.getTranslateInstance(deltaX, deltaY));
         }
 
-        this.pageTransform.translate(-cb.getLowerLeftX(), -cb.getLowerLeftY());
+        pageTransform.concatenate(AffineTransform.getScaleInstance(1, -1));
+        pageTransform.translate(-pageCropBox.getLowerLeftX(), -pageCropBox.getLowerLeftY());
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     @Override
-    public void appendRectangle(Point2D p0, Point2D p1, Point2D p2, Point2D p3)  {
+    public void appendRectangle(Point2D p0, Point2D p1, Point2D p2, Point2D p3) {
         currentPath.moveTo((float) p0.getX(), (float) p0.getY());
         currentPath.lineTo((float) p1.getX(), (float) p1.getY());
         currentPath.lineTo((float) p2.getX(), (float) p2.getY());
         currentPath.lineTo((float) p3.getX(), (float) p3.getY());
-
         currentPath.closePath();
     }
 
     @Override
-    public void clip(int windingRule)  {
-        // the clipping path will not be updated until the succeeding painting
-        // operator is called
+    public void clip(int windingRule) {
+        // The clipping path will not be updated until the succeeding painting
+        // operator is called.
         clipWindingRule = windingRule;
     }
 
     @Override
-    public void closePath()  {
+    public void closePath() {
         currentPath.closePath();
     }
 
     @Override
-    public void curveTo(float x1, float y1, float x2, float y2, float x3, float y3)  {
+    public void curveTo(float x1, float y1, float x2, float y2, float x3, float y3) {
         currentPath.curveTo(x1, y1, x2, y2, x3, y3);
     }
 
     @Override
-    public void drawImage(PDImage arg0)  {
-        // TODO Auto-generated method stub
-
-    }
+    public void drawImage(PDImage arg0) {}
 
     @Override
-    public void endPath()  {
+    public void endPath() {
         if (clipWindingRule != -1) {
             currentPath.setWindingRule(clipWindingRule);
             getGraphicsState().intersectClippingPath(currentPath);
@@ -105,7 +97,7 @@ public void fillAndStrokePath(int arg0) {
     }
 
     @Override
-    public void fillPath(int arg0)  {
+    public void fillPath(int arg0) {
         strokeOrFillPath(true);
     }
 
@@ -125,10 +117,7 @@ public void moveTo(float x, float y) {
     }
 
     @Override
-    public void shadingFill(COSName arg0) {
-        // TODO Auto-generated method stub
-
-    }
+    public void shadingFill(COSName arg0) {}
 
     @Override
     public void strokePath()  {
@@ -236,33 +225,34 @@ private void strokeOrFillPath(boolean isFill) {
     }
 
     public AffineTransform getPageTransform() {
-        return this.pageTransform;
+        return pageTransform;
     }
 
     public Rectangle2D currentClippingPath() {
-        Shape clippingPath = this.getGraphicsState().getCurrentClippingPath();
-        Shape transformedClippingPath = this.getPageTransform().createTransformedShape(clippingPath);
-
+        Shape currentClippingPath = getGraphicsState().getCurrentClippingPath();
+        Shape transformedClippingPath = getPageTransform().createTransformedShape(currentClippingPath);
         return transformedClippingPath.getBounds2D();
     }
 
+    // TODO: repeated in SpreadsheetExtractionAlgorithm.
     class PointComparator implements Comparator<Point2D> {
         @Override
-        public int compare(Point2D o1, Point2D o2) {
-            float o1X = Utils.round(o1.getX(), 2);
-            float o1Y = Utils.round(o1.getY(), 2);
-            float o2X = Utils.round(o2.getX(), 2);
-            float o2Y = Utils.round(o2.getY(), 2);
+        public int compare(Point2D p1, Point2D p2) {
+            float p1X = Utils.round(p1.getX(), 2);
+            float p1Y = Utils.round(p1.getY(), 2);
+            float p2X = Utils.round(p2.getX(), 2);
+            float p2Y = Utils.round(p2.getY(), 2);
 
-            if (o1Y > o2Y)
+            if (p1Y > p2Y)
                 return 1;
-            if (o1Y < o2Y)
+            if (p1Y < p2Y)
                 return -1;
-            if (o1X > o2X)
+            if (p1X > p2X)
                 return 1;
-            if (o1X < o2X)
+            if (p1X < p2X)
                 return -1;
             return 0;
         }
     }
+
 }

From f7e19764b4035e3f7db5ddb4f2155cfbd0cda0b8 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Wed, 18 Nov 2020 21:36:25 -0300
Subject: [PATCH 282/364] Filter path by segment type.

---
 .../tabula/ObjectExtractorStreamEngine.java   | 72 ++++++++++---------
 1 file changed, 39 insertions(+), 33 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index d3f79458..e1c28c68 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -19,6 +19,8 @@
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import static java.awt.geom.PathIterator.*;
+
 class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
 
     protected List<Ruling> rulings;
@@ -119,64 +121,47 @@ public void moveTo(float x, float y) {
     @Override
     public void shadingFill(COSName arg0) {}
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     @Override
     public void strokePath()  {
         strokeOrFillPath(false);
     }
 
     private void strokeOrFillPath(boolean isFill) {
-        GeneralPath path = this.currentPath;
-
-        if (!this.extractRulingLines) {
-            this.currentPath.reset();
+        if (!extractRulingLines) {
+            currentPath.reset();
             return;
         }
 
-        PathIterator pi = path.getPathIterator(this.getPageTransform());
-        float[] c = new float[6];
-        int currentSegment;
-
-        // skip paths whose first operation is not a MOVETO
-        // or contains operations other than LINETO, MOVETO or CLOSE
-        if ((pi.currentSegment(c) != PathIterator.SEG_MOVETO)) {
-            path.reset();
-            return;
-        }
-        pi.next();
-        while (!pi.isDone()) {
-            currentSegment = pi.currentSegment(c);
-            if (currentSegment != PathIterator.SEG_LINETO && currentSegment != PathIterator.SEG_CLOSE
-                    && currentSegment != PathIterator.SEG_MOVETO) {
-                path.reset();
-                return;
-            }
-            pi.next();
-        }
+        boolean didNotPassedTheFilter = filterPathBySegmentType();
+        if (didNotPassedTheFilter) return;
 
         // TODO: how to implement color filter?
 
         // skip the first path operation and save it as the starting position
         float[] first = new float[6];
-        pi = path.getPathIterator(this.getPageTransform());
-        pi.currentSegment(first);
+        PathIterator pathIterator = currentPath.getPathIterator(this.getPageTransform());
+        float[] c = new float[6];
+        int currentSegment;
+        pathIterator.currentSegment(first);
         // last move
         Point2D.Float start_pos = new Point2D.Float(Utils.round(first[0], 2), Utils.round(first[1], 2));
         Point2D.Float last_move = start_pos;
         Point2D.Float end_pos = null;
         Line2D.Float line;
         PointComparator pc = new PointComparator();
-        while (!pi.isDone()) {
-            pi.next();
+        while (!pathIterator.isDone()) {
+            pathIterator.next();
             // This can be the last segment, when pi.isDone, but we need to
             // process it
             // otherwise us-017.pdf fails the last value.
             try {
-                currentSegment = pi.currentSegment(c);
+                currentSegment = pathIterator.currentSegment(c);
             } catch (IndexOutOfBoundsException ex) {
                 continue;
             }
             switch (currentSegment) {
-                case PathIterator.SEG_LINETO:
+                case SEG_LINETO:
                     end_pos = new Point2D.Float(c[0], c[1]);
 
                     if (start_pos == null || end_pos == null) {
@@ -194,11 +179,11 @@ private void strokeOrFillPath(boolean isFill) {
                         }
                     }
                     break;
-                case PathIterator.SEG_MOVETO:
+                case SEG_MOVETO:
                     last_move = new Point2D.Float(c[0], c[1]);
                     end_pos = last_move;
                     break;
-                case PathIterator.SEG_CLOSE:
+                case SEG_CLOSE:
                     // according to PathIterator docs:
                     // "the preceding subpath should be closed by appending a line
                     // segment
@@ -221,9 +206,30 @@ private void strokeOrFillPath(boolean isFill) {
             }
             start_pos = end_pos;
         }
-        path.reset();
+        currentPath.reset();
     }
 
+    private boolean filterPathBySegmentType() {
+        PathIterator pathIterator = currentPath.getPathIterator(pageTransform);
+        float[] coordinates = new float[6];
+        int currentSegmentType = pathIterator.currentSegment(coordinates);
+        if (currentSegmentType != SEG_MOVETO) {
+            currentPath.reset();
+            return true;
+        }
+        pathIterator.next();
+        while (!pathIterator.isDone()) {
+            currentSegmentType = pathIterator.currentSegment(coordinates);
+            if (currentSegmentType != SEG_LINETO && currentSegmentType != SEG_CLOSE && currentSegmentType != SEG_MOVETO) {
+                currentPath.reset();
+                return true;
+            }
+            pathIterator.next();
+        }
+        return false;
+    }
+
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public AffineTransform getPageTransform() {
         return pageTransform;
     }

From 6e81297b4723da35303a30deef297a4ce4bb09d3 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Thu, 19 Nov 2020 15:20:31 -0300
Subject: [PATCH 283/364] Refactoring by methods extraction.

---
 .../tabula/ObjectExtractorStreamEngine.java   | 99 ++++++++++---------
 1 file changed, 53 insertions(+), 46 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
index e1c28c68..9907eca1 100644
--- a/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
+++ b/src/main/java/technology/tabula/ObjectExtractorStreamEngine.java
@@ -30,6 +30,8 @@ class ObjectExtractorStreamEngine extends PDFGraphicsStreamEngine {
     private int clipWindingRule = -1;
     private GeneralPath currentPath = new GeneralPath();
 
+    private static final float RULING_MINIMUM_LENGTH = 0.01f;
+
     protected ObjectExtractorStreamEngine(PDPage page) {
         super(page);
         logger = LoggerFactory.getLogger(ObjectExtractorStreamEngine.class);
@@ -138,73 +140,53 @@ private void strokeOrFillPath(boolean isFill) {
 
         // TODO: how to implement color filter?
 
-        // skip the first path operation and save it as the starting position
-        float[] first = new float[6];
-        PathIterator pathIterator = currentPath.getPathIterator(this.getPageTransform());
-        float[] c = new float[6];
+        // Skip the first path operation and save it as the starting point.
+        PathIterator pathIterator = currentPath.getPathIterator(getPageTransform());
+
+        float[] coordinates = new float[6];
         int currentSegment;
-        pathIterator.currentSegment(first);
-        // last move
-        Point2D.Float start_pos = new Point2D.Float(Utils.round(first[0], 2), Utils.round(first[1], 2));
-        Point2D.Float last_move = start_pos;
-        Point2D.Float end_pos = null;
+
+        Point2D.Float startPoint = getStartPoint(pathIterator);
+        Point2D.Float last_move = startPoint;
+        Point2D.Float endPoint = null;
         Line2D.Float line;
-        PointComparator pc = new PointComparator();
+        PointComparator pointComparator = new PointComparator();
+
         while (!pathIterator.isDone()) {
             pathIterator.next();
-            // This can be the last segment, when pi.isDone, but we need to
-            // process it
-            // otherwise us-017.pdf fails the last value.
+            // This can be the last segment, when pathIterator.isDone, but we need to
+            // process it otherwise us-017.pdf fails the last value.
             try {
-                currentSegment = pathIterator.currentSegment(c);
+                currentSegment = pathIterator.currentSegment(coordinates);
             } catch (IndexOutOfBoundsException ex) {
                 continue;
             }
             switch (currentSegment) {
                 case SEG_LINETO:
-                    end_pos = new Point2D.Float(c[0], c[1]);
-
-                    if (start_pos == null || end_pos == null) {
+                    endPoint = new Point2D.Float(coordinates[0], coordinates[1]);
+                    if (startPoint == null || endPoint == null) {
                         break;
                     }
-
-                    line = pc.compare(start_pos, end_pos) == -1 ? new Line2D.Float(start_pos, end_pos)
-                            : new Line2D.Float(end_pos, start_pos);
-
-                    if (line.intersects(this.currentClippingPath())) {
-                        Ruling r = new Ruling(line.getP1(), line.getP2()).intersect(this.currentClippingPath());
-
-                        if (r.length() > 0.01) {
-                            this.rulings.add(r);
-                        }
-                    }
+                    line = getLineBetween(startPoint, endPoint, pointComparator);
+                    verifyLineIntersectsClipping(line);
                     break;
                 case SEG_MOVETO:
-                    last_move = new Point2D.Float(c[0], c[1]);
-                    end_pos = last_move;
+                    last_move = new Point2D.Float(coordinates[0], coordinates[1]);
+                    endPoint = last_move;
                     break;
                 case SEG_CLOSE:
-                    // according to PathIterator docs:
-                    // "the preceding subpath should be closed by appending a line
-                    // segment
-                    // back to the point corresponding to the most recent
+                    // According to PathIterator docs:
+                    // "The preceding sub-path should be closed by appending a line
+                    // segment back to the point corresponding to the most recent
                     // SEG_MOVETO."
-                    if (start_pos == null || end_pos == null) {
+                    if (startPoint == null || endPoint == null) {
                         break;
                     }
-                    line = pc.compare(end_pos, last_move) == -1 ? new Line2D.Float(end_pos, last_move)
-                            : new Line2D.Float(last_move, end_pos);
-
-                    if (line.intersects(this.currentClippingPath())) {
-                        Ruling r = new Ruling(line.getP1(), line.getP2()).intersect(this.currentClippingPath());
-
-                        if (r.length() > 0.01) {
-                            this.rulings.add(r);
-                        }
-                    }
+                    line = getLineBetween(endPoint, last_move, pointComparator);
+                    verifyLineIntersectsClipping(line);
                     break;
             }
-            start_pos = end_pos;
+            startPoint = endPoint;
         }
         currentPath.reset();
     }
@@ -229,6 +211,31 @@ private boolean filterPathBySegmentType() {
         return false;
     }
 
+    private Point2D.Float getStartPoint(PathIterator pathIterator) {
+        float[] startPointCoordinates = new float[6];
+        pathIterator.currentSegment(startPointCoordinates);
+        float x = Utils.round(startPointCoordinates[0], 2);
+        float y = Utils.round(startPointCoordinates[1], 2);
+        return new Point2D.Float(x, y);
+    }
+
+    private Line2D.Float getLineBetween(Point2D.Float pointA, Point2D.Float pointB, PointComparator pointComparator) {
+        if (pointComparator.compare(pointA, pointB) == -1) {
+            return new Line2D.Float(pointA, pointB);
+        }
+        return new Line2D.Float(pointB, pointA);
+    }
+
+    private void verifyLineIntersectsClipping(Line2D.Float line) {
+        Rectangle2D currentClippingPath = currentClippingPath();
+        if (line.intersects(currentClippingPath)) {
+            Ruling ruling = new Ruling(line.getP1(), line.getP2()).intersect(currentClippingPath);
+            if (ruling.length() > RULING_MINIMUM_LENGTH) {
+                rulings.add(ruling);
+            }
+        }
+    }
+
     // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public AffineTransform getPageTransform() {
         return pageTransform;

From 4519596d5234d076784db86705039f7cb24be9a4 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Thu, 19 Nov 2020 16:52:17 -0300
Subject: [PATCH 284/364] Adding some tests before refactor.

---
 .../tabula/CohenSutherlandClipping.java       |  67 ++++++------
 .../tabula/TestCohenSutherland.java           | 101 ++++++++++++++++++
 2 files changed, 132 insertions(+), 36 deletions(-)
 create mode 100644 src/test/java/technology/tabula/TestCohenSutherland.java

diff --git a/src/main/java/technology/tabula/CohenSutherlandClipping.java b/src/main/java/technology/tabula/CohenSutherlandClipping.java
index 5e170ad8..ce6e2a40 100644
--- a/src/main/java/technology/tabula/CohenSutherlandClipping.java
+++ b/src/main/java/technology/tabula/CohenSutherlandClipping.java
@@ -18,18 +18,23 @@
  * Implements the well known Cohen Sutherland line
  * clipping algorithm (line against clip rectangle).
  */
-public final class CohenSutherlandClipping
-{
+public final class CohenSutherlandClipping {
+
     private double xMin;
     private double yMin;
     private double xMax;
     private double yMax;
 
+    private static final int INSIDE = 0;
+    private static final int LEFT   = 1;
+    private static final int RIGHT  = 2;
+    private static final int BOTTOM = 4;
+    private static final int TOP    = 8;
+
     /**
      * Creates a Cohen Sutherland clipper with clip rect (0, 0, 0, 0).
      */
-    public CohenSutherlandClipping() {
-    }
+    public CohenSutherlandClipping() {}
 
     /**
      * Creates a Cohen Sutherland clipper with the given clip rectangle.
@@ -50,20 +55,12 @@ public void setClip(Rectangle2D clip) {
         yMax = yMin + clip.getHeight();
     }
 
-    private static final int INSIDE = 0;
-    private static final int LEFT   = 1;
-    private static final int RIGHT  = 2;
-    private static final int BOTTOM = 4;
-    private static final int TOP    = 8;
-
     private final int regionCode(double x, double y) {
-        int code = x < xMin 
-            ? LEFT
-            : x > xMax
-                ? RIGHT
-                : INSIDE;
-             if (y < yMin) code |= BOTTOM;
-        else if (y > yMax) code |= TOP;
+        int code = (x < xMin) ? LEFT : (x > xMax) ? RIGHT : INSIDE;
+        if (y < yMin)
+            code |= BOTTOM;
+        else if (y > yMax)
+            code |= TOP;
         return code;
     }
 
@@ -84,56 +81,54 @@ public boolean clip(Line2D.Float line) {
         double qx = 0d;
         double qy = 0d;
 
-        boolean vertical = p1x == p2x;
+        boolean lineIsVertical = (p1x == p2x);
 
-        double slope = vertical 
-            ? 0d
-            : (p2y-p1y)/(p2x-p1x);
+        double lineSlope = lineIsVertical ? 0d : (p2y-p1y)/(p2x-p1x);
 
-        int c1 = regionCode(p1x, p1y);
-        int c2 = regionCode(p2x, p2y);
+        int p1Region = regionCode(p1x, p1y);
+        int p2Region = regionCode(p2x, p2y);
 
-        while (c1 != INSIDE || c2 != INSIDE) {
+        while (p1Region != INSIDE || p2Region != INSIDE) {
 
-            if ((c1 & c2) != INSIDE)
+            if ((p1Region & p2Region) != INSIDE)
                 return false;
 
-            int c = c1 == INSIDE ? c2 : c1;
+            int c = (p1Region == INSIDE) ? p2Region : p1Region;
 
             if ((c & LEFT) != INSIDE) {
                 qx = xMin;
-                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*slope + p1y;
+                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*lineSlope + p1y;
             }
             else if ((c & RIGHT) != INSIDE) {
                 qx = xMax;
-                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*slope + p1y;
+                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*lineSlope + p1y;
             }
             else if ((c & BOTTOM) != INSIDE) {
                 qy = yMin;
-                qx = vertical
+                qx = lineIsVertical
                     ? p1x
-                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/slope + p1x;
+                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/lineSlope + p1x;
             }
             else if ((c & TOP) != INSIDE) {
                 qy = yMax;
-                qx = vertical
+                qx = lineIsVertical
                     ? p1x
-                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/slope + p1x;
+                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/lineSlope + p1x;
             }
 
-            if (c == c1) {
+            if (c == p1Region) {
                 p1x = qx;
                 p1y = qy;
-                c1  = regionCode(p1x, p1y);
+                p1Region  = regionCode(p1x, p1y);
             }
             else {
                 p2x = qx;
                 p2y = qy;
-                c2 = regionCode(p2x, p2y);
+                p2Region = regionCode(p2x, p2y);
             }
         }
         line.setLine(p1x, p1y, p2x, p2y);
         return true;
     }
+
 }
-// end of file
\ No newline at end of file
diff --git a/src/test/java/technology/tabula/TestCohenSutherland.java b/src/test/java/technology/tabula/TestCohenSutherland.java
new file mode 100644
index 00000000..b2738d2b
--- /dev/null
+++ b/src/test/java/technology/tabula/TestCohenSutherland.java
@@ -0,0 +1,101 @@
+package technology.tabula;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import java.awt.geom.Line2D;
+import java.awt.geom.Rectangle2D;
+
+import static org.junit.Assert.*;
+
+public class TestCohenSutherland {
+
+    private Rectangle2D clipWindow;
+    private CohenSutherlandClipping algorithm;
+    private static final double DELTA = 0.001;
+
+    @Before
+    public void set() {
+        clipWindow = new Rectangle(10, 10, 50, 50);
+        algorithm = new CohenSutherlandClipping(clipWindow);
+    }
+
+    // TODO: How to parameterize the tests?
+
+    @Test
+    public void theLineIsCompletelyInside() {
+        Line2D.Float line = new Line2D.Float(20, 20, 30, 30);
+        assertTrue(algorithm.clip(line));
+        assertEquals(20, line.x1, DELTA);
+        assertEquals(20, line.y1, DELTA);
+        assertEquals(30, line.x2, DELTA);
+        assertEquals(30, line.y2, DELTA);
+    }
+
+    @Test
+    public void theLineIsCompletelyOnTheLeft() {
+        float x1 = 3, y1 = 13, x2 = 6, y2 = 16;
+        Line2D.Float line = new Line2D.Float(x1, y1, x2, y2);
+        assertFalse(algorithm.clip(line));
+        assertEquals(x1, line.x1, DELTA);
+        assertEquals(y1, line.y1, DELTA);
+        assertEquals(x2, line.x2, DELTA);
+        assertEquals(y2, line.y2, DELTA);
+    }
+
+    @Test
+    public void theLineIsCompletelyOnTheUp() {
+        float x1 = 15, y1 = 5, x2 = 25, y2 = 2;
+        Line2D.Float line = new Line2D.Float(x1, y1, x2, y2);
+        assertFalse(algorithm.clip(line));
+        assertEquals(x1, line.x1, DELTA);
+        assertEquals(y1, line.y1, DELTA);
+        assertEquals(x2, line.x2, DELTA);
+        assertEquals(y2, line.y2, DELTA);
+    }
+
+    @Test
+    public void theLineIsCompletelyOnTheRight() {
+        float x1 = 65, y1 = 15, x2 = 70, y2 = 20;
+        Line2D.Float line = new Line2D.Float(x1, y1, x2, y2);
+        assertFalse(algorithm.clip(line));
+        assertEquals(x1, line.x1, DELTA);
+        assertEquals(y1, line.y1, DELTA);
+        assertEquals(x2, line.x2, DELTA);
+        assertEquals(y2, line.y2, DELTA);
+    }
+
+    @Test
+    public void theLineIsCompletelyOnTheBottom() {
+        float x1 = 15, y1 = 65, x2 = 25, y2 = 70;
+        Line2D.Float line = new Line2D.Float(x1, y1, x2, y2);
+        assertFalse(algorithm.clip(line));
+        assertEquals(x1, line.x1, DELTA);
+        assertEquals(y1, line.y1, DELTA);
+        assertEquals(x2, line.x2, DELTA);
+        assertEquals(y2, line.y2, DELTA);
+    }
+
+    @Test
+    public void lineCrossesTopLeftCorner() {
+        float x1 = 5, y1 = 25, x2 = 25, y2 = 5;
+        Line2D.Float line = new Line2D.Float(x1, y1, x2, y2);
+        assertTrue(algorithm.clip(line));
+        assertEquals(10, line.x1, DELTA);
+        assertEquals(20, line.y1, DELTA);
+        assertEquals(20, line.x2, DELTA);
+        assertEquals(10, line.y2, DELTA);
+    }
+
+    @Test
+    public void lineCrossesPartiallyTopLeftCorner() {
+        float x1 = 15, y1 = 15, x2 = 25, y2 = 5;
+        Line2D.Float line = new Line2D.Float(x1, y1, x2, y2);
+        assertTrue(algorithm.clip(line));
+        assertEquals(x1, line.x1, DELTA);
+        assertEquals(y1, line.y1, DELTA);
+        assertEquals(20, line.x2, DELTA);
+        assertEquals(10, line.y2, DELTA);
+    }
+
+}

From b8d44f6dec19b0bb45501e804bfc7a0240149a65 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Fri, 20 Nov 2020 22:49:29 -0300
Subject: [PATCH 285/364] Renaming variables.

---
 .../tabula/CohenSutherlandClipping.java       | 77 +++++++++----------
 .../tabula/TestCohenSutherland.java           |  3 +-
 2 files changed, 37 insertions(+), 43 deletions(-)

diff --git a/src/main/java/technology/tabula/CohenSutherlandClipping.java b/src/main/java/technology/tabula/CohenSutherlandClipping.java
index ce6e2a40..9a95ad52 100644
--- a/src/main/java/technology/tabula/CohenSutherlandClipping.java
+++ b/src/main/java/technology/tabula/CohenSutherlandClipping.java
@@ -67,67 +67,60 @@ else if (y > yMax)
     /**
      * Clips a given line against the clip rectangle.
      * The modification (if needed) is done in place.
-     * @param line the line to clip
+     * @param line the line to clip.
      * @return true if line is clipped, false if line is
      * totally outside the clip rect.
      */
     public boolean clip(Line2D.Float line) {
+        double point1X = line.getX1(), point1Y = line.getY1();
+        double point2X = line.getX2(), point2Y = line.getY2();
+        double outsidePointX = 0d, outsidePointY = 0d;
 
-        double p1x = line.getX1();
-        double p1y = line.getY1();
-        double p2x = line.getX2();
-        double p2y = line.getY2();
+        boolean lineIsVertical = (point1X == point2X);
+        double lineSlope = lineIsVertical ? 0d : (point2Y-point1Y)/(point2X-point1X);
 
-        double qx = 0d;
-        double qy = 0d;
+        int point1Region = regionCode(point1X, point1Y);
+        int point2Region = regionCode(point2X, point2Y);
 
-        boolean lineIsVertical = (p1x == p2x);
-
-        double lineSlope = lineIsVertical ? 0d : (p2y-p1y)/(p2x-p1x);
-
-        int p1Region = regionCode(p1x, p1y);
-        int p2Region = regionCode(p2x, p2y);
-
-        while (p1Region != INSIDE || p2Region != INSIDE) {
-
-            if ((p1Region & p2Region) != INSIDE)
+        while (point1Region != INSIDE || point2Region != INSIDE) {
+            if ((point1Region & point2Region) != INSIDE)
                 return false;
 
-            int c = (p1Region == INSIDE) ? p2Region : p1Region;
+            int outsidePointRegion = (point1Region == INSIDE) ? point2Region : point1Region;
 
-            if ((c & LEFT) != INSIDE) {
-                qx = xMin;
-                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*lineSlope + p1y;
+            if ((outsidePointRegion & LEFT) != INSIDE) {
+                outsidePointX = xMin;
+                outsidePointY = (Utils.feq(outsidePointX, point1X) ? 0 : outsidePointX-point1X)*lineSlope + point1Y;
             }
-            else if ((c & RIGHT) != INSIDE) {
-                qx = xMax;
-                qy = (Utils.feq(qx, p1x) ? 0 : qx-p1x)*lineSlope + p1y;
+            else if ((outsidePointRegion & RIGHT) != INSIDE) {
+                outsidePointX = xMax;
+                outsidePointY = (Utils.feq(outsidePointX, point1X) ? 0 : outsidePointX-point1X)*lineSlope + point1Y;
             }
-            else if ((c & BOTTOM) != INSIDE) {
-                qy = yMin;
-                qx = lineIsVertical
-                    ? p1x
-                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/lineSlope + p1x;
+            else if ((outsidePointRegion & BOTTOM) != INSIDE) {
+                outsidePointY = yMin;
+                outsidePointX = lineIsVertical
+                    ? point1X
+                    : (Utils.feq(outsidePointY, point1Y) ? 0 : outsidePointY-point1Y)/lineSlope + point1X;
             }
-            else if ((c & TOP) != INSIDE) {
-                qy = yMax;
-                qx = lineIsVertical
-                    ? p1x
-                    : (Utils.feq(qy, p1y) ? 0 : qy-p1y)/lineSlope + p1x;
+            else if ((outsidePointRegion & TOP) != INSIDE) {
+                outsidePointY = yMax;
+                outsidePointX = lineIsVertical
+                    ? point1X
+                    : (Utils.feq(outsidePointY, point1Y) ? 0 : outsidePointY-point1Y)/lineSlope + point1X;
             }
 
-            if (c == p1Region) {
-                p1x = qx;
-                p1y = qy;
-                p1Region  = regionCode(p1x, p1y);
+            if (outsidePointRegion == point1Region) {
+                point1X = outsidePointX;
+                point1Y = outsidePointY;
+                point1Region  = regionCode(point1X, point1Y);
             }
             else {
-                p2x = qx;
-                p2y = qy;
-                p2Region = regionCode(p2x, p2y);
+                point2X = outsidePointX;
+                point2Y = outsidePointY;
+                point2Region = regionCode(point2X, point2Y);
             }
         }
-        line.setLine(p1x, p1y, p2x, p2y);
+        line.setLine(point1X, point1Y, point2X, point2Y);
         return true;
     }
 
diff --git a/src/test/java/technology/tabula/TestCohenSutherland.java b/src/test/java/technology/tabula/TestCohenSutherland.java
index b2738d2b..2d747608 100644
--- a/src/test/java/technology/tabula/TestCohenSutherland.java
+++ b/src/test/java/technology/tabula/TestCohenSutherland.java
@@ -20,8 +20,8 @@ public void set() {
         algorithm = new CohenSutherlandClipping(clipWindow);
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     // TODO: How to parameterize the tests?
-
     @Test
     public void theLineIsCompletelyInside() {
         Line2D.Float line = new Line2D.Float(20, 20, 30, 30);
@@ -76,6 +76,7 @@ public void theLineIsCompletelyOnTheBottom() {
         assertEquals(y2, line.y2, DELTA);
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     @Test
     public void lineCrossesTopLeftCorner() {
         float x1 = 5, y1 = 25, x2 = 25, y2 = 5;

From d498a5ec7fc6de7fc3de938c2699d979a4c7a15c Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Sat, 21 Nov 2020 08:34:32 -0300
Subject: [PATCH 286/364] Moving logic.

---
 .../technology/tabula/CohenSutherlandClipping.java | 14 ++++++++++----
 1 file changed, 10 insertions(+), 4 deletions(-)

diff --git a/src/main/java/technology/tabula/CohenSutherlandClipping.java b/src/main/java/technology/tabula/CohenSutherlandClipping.java
index 9a95ad52..fcf9a394 100644
--- a/src/main/java/technology/tabula/CohenSutherlandClipping.java
+++ b/src/main/java/technology/tabula/CohenSutherlandClipping.java
@@ -31,6 +31,8 @@ public final class CohenSutherlandClipping {
     private static final int BOTTOM = 4;
     private static final int TOP    = 8;
 
+    private final static float MINIMUM_DELTA = 0.01f;
+
     /**
      * Creates a Cohen Sutherland clipper with clip rect (0, 0, 0, 0).
      */
@@ -90,23 +92,23 @@ public boolean clip(Line2D.Float line) {
 
             if ((outsidePointRegion & LEFT) != INSIDE) {
                 outsidePointX = xMin;
-                outsidePointY = (Utils.feq(outsidePointX, point1X) ? 0 : outsidePointX-point1X)*lineSlope + point1Y;
+                outsidePointY = delta(outsidePointX, point1X)*lineSlope + point1Y;
             }
             else if ((outsidePointRegion & RIGHT) != INSIDE) {
                 outsidePointX = xMax;
-                outsidePointY = (Utils.feq(outsidePointX, point1X) ? 0 : outsidePointX-point1X)*lineSlope + point1Y;
+                outsidePointY = delta(outsidePointX, point1X)*lineSlope + point1Y;
             }
             else if ((outsidePointRegion & BOTTOM) != INSIDE) {
                 outsidePointY = yMin;
                 outsidePointX = lineIsVertical
                     ? point1X
-                    : (Utils.feq(outsidePointY, point1Y) ? 0 : outsidePointY-point1Y)/lineSlope + point1X;
+                    : delta(outsidePointY, point1Y)/lineSlope + point1X;
             }
             else if ((outsidePointRegion & TOP) != INSIDE) {
                 outsidePointY = yMax;
                 outsidePointX = lineIsVertical
                     ? point1X
-                    : (Utils.feq(outsidePointY, point1Y) ? 0 : outsidePointY-point1Y)/lineSlope + point1X;
+                    : delta(outsidePointY, point1Y)/lineSlope + point1X;
             }
 
             if (outsidePointRegion == point1Region) {
@@ -124,4 +126,8 @@ else if ((outsidePointRegion & TOP) != INSIDE) {
         return true;
     }
 
+    private static double delta(double value1, double value2) {
+        return (Math.abs(value1 - value2) < MINIMUM_DELTA) ? 0 : (value1 - value2);
+    }
+
 }

From 1deb2c9273e78de3261cb972fadd0b5270c7d57e Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Sat, 21 Nov 2020 10:13:08 -0300
Subject: [PATCH 287/364] Encapsulating point attributes.

---
 .../tabula/CohenSutherlandClipping.java       | 124 ++++++++++--------
 1 file changed, 66 insertions(+), 58 deletions(-)

diff --git a/src/main/java/technology/tabula/CohenSutherlandClipping.java b/src/main/java/technology/tabula/CohenSutherlandClipping.java
index fcf9a394..5094d26e 100644
--- a/src/main/java/technology/tabula/CohenSutherlandClipping.java
+++ b/src/main/java/technology/tabula/CohenSutherlandClipping.java
@@ -34,100 +34,108 @@ public final class CohenSutherlandClipping {
     private final static float MINIMUM_DELTA = 0.01f;
 
     /**
-     * Creates a Cohen Sutherland clipper with clip rect (0, 0, 0, 0).
+     * Creates a Cohen Sutherland clipper with clip window (0, 0, 0, 0).
      */
     public CohenSutherlandClipping() {}
 
     /**
-     * Creates a Cohen Sutherland clipper with the given clip rectangle.
-     * @param clip the clip rectangle to use
+     * Creates a Cohen Sutherland clipper with the given clip window.
+     * @param clipWindow the clip window to use.
      */
-    public CohenSutherlandClipping(Rectangle2D clip) {
-        setClip(clip);
+    public CohenSutherlandClipping(Rectangle2D clipWindow) {
+        setClip(clipWindow);
     }
 
     /**
      * Sets the clip rectangle.
-     * @param clip the clip rectangle
+     * @param clipWindow the clip window.
      */
-    public void setClip(Rectangle2D clip) {
-        xMin = clip.getX();
-        xMax = xMin + clip.getWidth();
-        yMin = clip.getY();
-        yMax = yMin + clip.getHeight();
-    }
-
-    private final int regionCode(double x, double y) {
-        int code = (x < xMin) ? LEFT : (x > xMax) ? RIGHT : INSIDE;
-        if (y < yMin)
-            code |= BOTTOM;
-        else if (y > yMax)
-            code |= TOP;
-        return code;
+    public void setClip(Rectangle2D clipWindow) {
+        xMin = clipWindow.getX();
+        xMax = xMin + clipWindow.getWidth();
+        yMin = clipWindow.getY();
+        yMax = yMin + clipWindow.getHeight();
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     /**
-     * Clips a given line against the clip rectangle.
+     * Clips a given line against the clip window.
      * The modification (if needed) is done in place.
      * @param line the line to clip.
      * @return true if line is clipped, false if line is
-     * totally outside the clip rect.
+     * totally outside the clip window.
      */
     public boolean clip(Line2D.Float line) {
-        double point1X = line.getX1(), point1Y = line.getY1();
-        double point2X = line.getX2(), point2Y = line.getY2();
-        double outsidePointX = 0d, outsidePointY = 0d;
-
-        boolean lineIsVertical = (point1X == point2X);
-        double lineSlope = lineIsVertical ? 0d : (point2Y-point1Y)/(point2X-point1X);
+        Point point1 = new Point(line.getX1(), line.getY1());
+        Point point2 = new Point(line.getX2(), line.getY2());
+        Point outsidePoint = new Point(0d, 0d);
 
-        int point1Region = regionCode(point1X, point1Y);
-        int point2Region = regionCode(point2X, point2Y);
+        boolean lineIsVertical = (point1.x == point2.x);
+        double lineSlope = lineIsVertical ? 0d : (point2.y-point1.y)/(point2.x-point1.x);
 
-        while (point1Region != INSIDE || point2Region != INSIDE) {
-            if ((point1Region & point2Region) != INSIDE)
-                return false;
+        while (point1.region != INSIDE || point2.region != INSIDE) {
+            if ((point1.region & point2.region) != INSIDE) return false;
 
-            int outsidePointRegion = (point1Region == INSIDE) ? point2Region : point1Region;
+            outsidePoint.region = (point1.region == INSIDE) ? point2.region : point1.region;
 
-            if ((outsidePointRegion & LEFT) != INSIDE) {
-                outsidePointX = xMin;
-                outsidePointY = delta(outsidePointX, point1X)*lineSlope + point1Y;
+            if ((outsidePoint.region & LEFT) != INSIDE) {
+                outsidePoint.x = xMin;
+                outsidePoint.y = delta(outsidePoint.x, point1.x)*lineSlope + point1.y;
             }
-            else if ((outsidePointRegion & RIGHT) != INSIDE) {
-                outsidePointX = xMax;
-                outsidePointY = delta(outsidePointX, point1X)*lineSlope + point1Y;
+            else if ((outsidePoint.region & RIGHT) != INSIDE) {
+                outsidePoint.x = xMax;
+                outsidePoint.y = delta(outsidePoint.x, point1.x)*lineSlope + point1.y;
             }
-            else if ((outsidePointRegion & BOTTOM) != INSIDE) {
-                outsidePointY = yMin;
-                outsidePointX = lineIsVertical
-                    ? point1X
-                    : delta(outsidePointY, point1Y)/lineSlope + point1X;
+            else if ((outsidePoint.region & BOTTOM) != INSIDE) {
+                outsidePoint.y = yMin;
+                outsidePoint.x = lineIsVertical
+                    ? point1.x
+                    : delta(outsidePoint.y, point1.y)/lineSlope + point1.x;
             }
-            else if ((outsidePointRegion & TOP) != INSIDE) {
-                outsidePointY = yMax;
-                outsidePointX = lineIsVertical
-                    ? point1X
-                    : delta(outsidePointY, point1Y)/lineSlope + point1X;
+            else if ((outsidePoint.region & TOP) != INSIDE) {
+                outsidePoint.y = yMax;
+                outsidePoint.x = lineIsVertical
+                    ? point1.x
+                    : delta(outsidePoint.y, point1.y)/lineSlope + point1.x;
             }
 
-            if (outsidePointRegion == point1Region) {
-                point1X = outsidePointX;
-                point1Y = outsidePointY;
-                point1Region  = regionCode(point1X, point1Y);
+            if (outsidePoint.isInTheSameRegionAs(point1)) {
+                point1.setPositionAndRegion(outsidePoint.x, outsidePoint.y);
             }
             else {
-                point2X = outsidePointX;
-                point2Y = outsidePointY;
-                point2Region = regionCode(point2X, point2Y);
+                point2.setPositionAndRegion(outsidePoint.x, outsidePoint.y);
             }
         }
-        line.setLine(point1X, point1Y, point2X, point2Y);
+        line.setLine(point1.x, point1.y, point2.x, point2.y);
         return true;
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     private static double delta(double value1, double value2) {
         return (Math.abs(value1 - value2) < MINIMUM_DELTA) ? 0 : (value1 - value2);
     }
 
+    // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
+    class Point {
+        double x, y;
+        int region;
+
+        Point(double x, double y) {
+            setPositionAndRegion(x, y);
+        }
+
+        void setPositionAndRegion(double x, double y) {
+            this.x = x; this.y = y;
+            region = (x < xMin) ? LEFT : (x > xMax) ? RIGHT : INSIDE;
+            if (y < yMin)
+                region |= BOTTOM;
+            else if (y > yMax)
+                region |= TOP;
+        }
+
+        boolean isInTheSameRegionAs(Point otherPoint) {
+            return this.region == otherPoint.region;
+        }
+    }
+
 }

From 9c219de5e1d3d300da917f7bb3201acf1be16035 Mon Sep 17 00:00:00 2001
From: Zaqueu Cavalcante <zaqueudovale@gmail.com>
Date: Sat, 21 Nov 2020 11:39:38 -0300
Subject: [PATCH 288/364] Correcting conceptual mistake.

---
 .../technology/tabula/CohenSutherlandClipping.java     | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/main/java/technology/tabula/CohenSutherlandClipping.java b/src/main/java/technology/tabula/CohenSutherlandClipping.java
index 5094d26e..db9153e9 100644
--- a/src/main/java/technology/tabula/CohenSutherlandClipping.java
+++ b/src/main/java/technology/tabula/CohenSutherlandClipping.java
@@ -74,25 +74,25 @@ public boolean clip(Line2D.Float line) {
         double lineSlope = lineIsVertical ? 0d : (point2.y-point1.y)/(point2.x-point1.x);
 
         while (point1.region != INSIDE || point2.region != INSIDE) {
-            if ((point1.region & point2.region) != INSIDE) return false;
+            if ((point1.region & point2.region) != 0) return false;
 
             outsidePoint.region = (point1.region == INSIDE) ? point2.region : point1.region;
 
-            if ((outsidePoint.region & LEFT) != INSIDE) {
+            if ((outsidePoint.region & LEFT) != 0) {
                 outsidePoint.x = xMin;
                 outsidePoint.y = delta(outsidePoint.x, point1.x)*lineSlope + point1.y;
             }
-            else if ((outsidePoint.region & RIGHT) != INSIDE) {
+            else if ((outsidePoint.region & RIGHT) != 0) {
                 outsidePoint.x = xMax;
                 outsidePoint.y = delta(outsidePoint.x, point1.x)*lineSlope + point1.y;
             }
-            else if ((outsidePoint.region & BOTTOM) != INSIDE) {
+            else if ((outsidePoint.region & BOTTOM) != 0) {
                 outsidePoint.y = yMin;
                 outsidePoint.x = lineIsVertical
                     ? point1.x
                     : delta(outsidePoint.y, point1.y)/lineSlope + point1.x;
             }
-            else if ((outsidePoint.region & TOP) != INSIDE) {
+            else if ((outsidePoint.region & TOP) != 0) {
                 outsidePoint.y = yMax;
                 outsidePoint.x = lineIsVertical
                     ? point1.x

From e8f9c15803d61d853412021677b3e387ecc03084 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 24 Dec 2020 05:23:57 +0000
Subject: [PATCH 289/364] Bump jts-core from 1.17.0 to 1.18.0

Bumps jts-core from 1.17.0 to 1.18.0.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index b88e7f71..05fec848 100644
--- a/pom.xml
+++ b/pom.xml
@@ -244,7 +244,7 @@
     <dependency>
         <groupId>org.locationtech.jts</groupId>
         <artifactId>jts-core</artifactId>
-        <version>1.17.0</version>
+        <version>1.18.0</version>
     </dependency>
 
     <dependency>

From 47f784f7f180ceeea1f600cf62fdc3a239be43de Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 12 Oct 2020 05:35:30 +0000
Subject: [PATCH 290/364] Bump junit from 4.13 to 4.13.1

Bumps [junit](https://github.com/junit-team/junit4) from 4.13 to 4.13.1.
- [Release notes](https://github.com/junit-team/junit4/releases)
- [Changelog](https://github.com/junit-team/junit4/blob/main/doc/ReleaseNotes4.13.1.md)
- [Commits](https://github.com/junit-team/junit4/compare/r4.13...r4.13.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 05fec848..8fd99723 100644
--- a/pom.xml
+++ b/pom.xml
@@ -280,7 +280,7 @@
     <dependency>
         <groupId>junit</groupId>
         <artifactId>junit</artifactId>
-        <version>4.13</version>
+        <version>4.13.1</version>
         <scope>test</scope>
     </dependency>
 

From f8cac70da7678534bb8843992a563223c5380f2d Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Fri, 11 Dec 2020 05:25:18 +0000
Subject: [PATCH 291/364] Bump jai-imageio-jpeg2000 from 1.3.0 to 1.4.0

Bumps [jai-imageio-jpeg2000](https://github.com/jai-imageio/jai-imageio-jpeg2000) from 1.3.0 to 1.4.0.
- [Release notes](https://github.com/jai-imageio/jai-imageio-jpeg2000/releases)
- [Commits](https://github.com/jai-imageio/jai-imageio-jpeg2000/compare/jai-imageio-jpeg2000-1.3.0...jai-imageio-jpeg2000-1.4.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 8fd99723..c9108802 100644
--- a/pom.xml
+++ b/pom.xml
@@ -311,7 +311,7 @@
     <dependency>
         <groupId>com.github.jai-imageio</groupId>
         <artifactId>jai-imageio-jpeg2000</artifactId>
-        <version>1.3.0</version>
+        <version>1.4.0</version>
     </dependency>
 
     <dependency>

From 7f3f039d49d3ce97ee996d6e3a35fb8ee8d3492f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 27 Dec 2020 14:31:06 -0300
Subject: [PATCH 292/364] pdfbox 2.0.22

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index c9108802..2e209198 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.21</version>
+        <version>2.0.22</version>
     </dependency>
 
     <dependency>

From 8c4a0027c521b40681f9c193e43b97ee2d12f507 Mon Sep 17 00:00:00 2001
From: Andreas Tscheinig <andreas-tscheinig@gmx.at>
Date: Fri, 15 Jan 2021 19:32:23 +0100
Subject: [PATCH 293/364] Refactor data-clumps in Page class

---
 .../technology/tabula/ObjectExtractor.java    |  13 +-
 src/main/java/technology/tabula/Page.java     | 135 ++++++++++++++----
 src/main/java/technology/tabula/PageDims.java |  35 +++++
 .../tabula/TestProjectionProfile.java         |  11 +-
 4 files changed, 164 insertions(+), 30 deletions(-)
 create mode 100644 src/main/java/technology/tabula/PageDims.java

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 97960243..907312a9 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -38,7 +38,18 @@ protected Page extractPage(Integer pageNumber) throws IOException {
             height = page.getCropBox().getHeight();
         }
 
-        return new Page(0, 0, width, height, rotation, pageNumber, page, pdfDocument, streamEngine, textStripper);
+        return Page.Builder.newInstance()
+                .withPageDims(PageDims.of(0, 0, width, height))
+                .withRotation(rotation)
+                .withNumber(pageNumber)
+                .withPdPage(page)
+                .withPdDocument(pdfDocument)
+                .withRulings(streamEngine.rulings)
+                .withTextElements(textStripper.textElements)
+                .withMinCharWidth(textStripper.minCharWidth)
+                .withMinCharHeight(textStripper.minCharHeight)
+                .withIndex(textStripper.spatialIndex)
+                .build();
     }
 
     // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 87d7c01d..20c148d9 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -36,36 +36,27 @@ public class Page extends Rectangle {
 
     private static final float DEFAULT_MIN_CHAR_LENGTH = 7;
 
-    // TODO: Use a creational design patterns here?
-    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc) {
-        super(top, left, width, height);
+    private Page(
+            PageDims pageDims,
+            int rotation,
+            int number,
+            PDPage pdPage,
+            PDDocument doc,
+            List<TextElement> characters,
+            List<Ruling> rulings,
+            float minCharWidth,
+            float minCharHeight,
+            RectangleSpatialIndex<TextElement> index
+    ) {
+        super(pageDims.getTop(), pageDims.getLeft(), pageDims.getWidth(), pageDims.getHeight());
         this.rotation = rotation;
         this.number = number;
         this.pdPage = pdPage;
         this.pdDoc = doc;
-    }
-
-    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
-                List<TextElement> characters, List<Ruling> rulings) {
-        this(top, left, width, height, rotation, number, pdPage, doc);
         this.textElements = characters;
         this.rulings = rulings;
-    }
-
-    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
-                ObjectExtractorStreamEngine streamEngine, TextStripper textStripper) {
-        this(top, left, width, height, rotation, number, pdPage, doc, textStripper.textElements, streamEngine.rulings);
-        this.minCharWidth = textStripper.minCharWidth;
-        this.minCharHeight = textStripper.minCharHeight;
-        this.spatialIndex = textStripper.spatialIndex;
-    }
-
-    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
-                List<TextElement> characters, List<Ruling> rulings,
-                float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
-        this(top, left, width, height, rotation, number, pdPage, doc, characters, rulings);
-        this.minCharHeight = minCharHeight;
         this.minCharWidth = minCharWidth;
+        this.minCharHeight = minCharHeight;
         this.spatialIndex = index;
     }
 
@@ -76,10 +67,18 @@ public Page getArea(Rectangle area) {
         float minimumCharWidth = getMinimumCharWidthFrom(areaTextElements);
         float minimumCharHeight = getMinimumCharHeightFrom(areaTextElements);
 
-        Page page = new Page(area.getTop(), area.getLeft(), (float) area.getWidth(), (float) area.getHeight(),
-                rotation, number, pdPage, pdDoc, areaTextElements,
-                Ruling.cropRulingsToArea(getRulings(), area),
-                minimumCharWidth, minimumCharHeight, spatialIndex);
+        final Page page = Page.Builder.newInstance()
+                .withPageDims(PageDims.of(area.getTop(), area.getLeft(), (float) area.getWidth(), (float) area.getHeight()))
+                .withRotation(rotation)
+                .withNumber(number)
+                .withPdPage(pdPage)
+                .withPdDocument(pdDoc)
+                .withTextElements(areaTextElements)
+                .withRulings(Ruling.cropRulingsToArea(getRulings(), area))
+                .withMinCharWidth(minimumCharWidth)
+                .withMinCharHeight(minimumCharHeight)
+                .withIndex(spatialIndex)
+                .build();
 
         addBorderRulingsTo(page);
 
@@ -281,4 +280,86 @@ public RectangleSpatialIndex<TextElement> getSpatialIndex() {
         return spatialIndex;
     }
 
+    public static class Builder {
+        private PageDims pageDims;
+        private int rotation;
+        private int number;
+        private PDPage pdPage;
+        private PDDocument pdDocument;
+        private List<TextElement> textElements;
+        private List<Ruling> rulings;
+        private float minCharWidth;
+        private float minCharHeight;
+        private RectangleSpatialIndex<TextElement> index;
+
+        private Builder() {}
+
+        public static Builder newInstance() {
+            return new Builder();
+        }
+
+        public Builder withPageDims(PageDims pageDims) {
+            this.pageDims = pageDims;
+
+            return this;
+        }
+
+        public Builder withRotation(int rotation) {
+            this.rotation = rotation;
+
+            return this;
+        }
+
+        public Builder withNumber(int number) {
+            this.number = number;
+
+            return this;
+        }
+
+        public Builder withPdPage(PDPage pdPage) {
+            this.pdPage = pdPage;
+
+            return this;
+        }
+
+        public Builder withPdDocument(PDDocument pdDocument) {
+            this.pdDocument = pdDocument;
+
+            return this;
+        }
+
+        public Builder withTextElements(List<TextElement> textElements) {
+            this.textElements = textElements;
+
+            return this;
+        }
+
+        public Builder withRulings(List<Ruling> rulings) {
+            this.rulings = rulings;
+
+            return this;
+        }
+
+        public Builder withMinCharWidth(float minCharWidth) {
+            this.minCharWidth = minCharWidth;
+
+            return this;
+        }
+
+        public Builder withMinCharHeight(float minCharHeight) {
+            this.minCharHeight = minCharHeight;
+
+            return this;
+        }
+
+        public Builder withIndex(RectangleSpatialIndex<TextElement> index) {
+            this.index = index;
+
+            return this;
+        }
+
+        public Page build() {
+            return new Page(pageDims, rotation, number, pdPage, pdDocument, textElements, rulings, minCharWidth, minCharHeight, index);
+        }
+    }
 }
diff --git a/src/main/java/technology/tabula/PageDims.java b/src/main/java/technology/tabula/PageDims.java
new file mode 100644
index 00000000..1598d125
--- /dev/null
+++ b/src/main/java/technology/tabula/PageDims.java
@@ -0,0 +1,35 @@
+package technology.tabula;
+
+public class PageDims {
+    private final float top;
+    private final float left;
+    private final float width;
+    private final float height;
+
+    private PageDims(final float top, final float left, final float width, final float height) {
+        this.top = top;
+        this.left = left;
+        this.width = width;
+        this.height = height;
+    }
+
+    public static PageDims of(final float top, final float left, final float width, final float height) {
+        return new PageDims(top, left, width, height);
+    }
+
+    public float getTop() {
+        return top;
+    }
+
+    public float getLeft() {
+        return left;
+    }
+
+    public float getWidth() {
+        return width;
+    }
+
+    public float getHeight() {
+        return height;
+    }
+}
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
index 4a3462f9..e7af882f 100644
--- a/src/test/java/technology/tabula/TestProjectionProfile.java
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -31,9 +31,16 @@ public void setUpProjectionProfile() {
 		List<Ruling> rulingList = new ArrayList<>();
 		rulingList.add(ruling);
 
+		page = Page.Builder.newInstance()
+				.withPageDims(PageDims.of(0, 0, 1, 1))
+				.withRotation(0)
+				.withNumber(1)
+				.withPdPage(pdPage)
+				.withPdDocument(pdDocument)
+				.withTextElements(textList)
+				.withRulings(rulingList)
+				.build();
 
-		page = new Page(0, 0, 1, 1, 0, 1, pdPage, pdDocument, textList, rulingList);
-		
 		List<Rectangle> rectangles = new ArrayList<>();
 		rectangles.add(new Rectangle(0f, 0f, 500f, 5f));
 		

From 4fd6cafeea2abc572cbd5d704ea8ad9fdd4b7896 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 20 Jan 2021 09:27:56 -0300
Subject: [PATCH 294/364] Keep public constructors of Page class. Also, mark
 them as deprecated

---
 src/main/java/technology/tabula/Page.java | 51 +++++++++++++++++++++++
 1 file changed, 51 insertions(+)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 20c148d9..8b23066a 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -60,6 +60,57 @@ private Page(
         this.spatialIndex = index;
     }
 
+  /**
+   *
+   * @deprecated use {@link Builder} instead
+   */
+    @Deprecated
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc) {
+      super(top, left, width, height);
+      this.rotation = rotation;
+      this.number = number;
+      this.pdPage = pdPage;
+      this.pdDoc = doc;
+    }
+
+   /**
+    *
+    * @deprecated use {@link Builder} instead
+    */
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
+                List<TextElement> characters, List<Ruling> rulings) {
+      this(top, left, width, height, rotation, number, pdPage, doc);
+      this.textElements = characters;
+      this.rulings = rulings;
+    }
+
+   /**
+    *
+    * @deprecated use {@link Builder} instead
+    */
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
+                ObjectExtractorStreamEngine streamEngine, TextStripper textStripper) {
+      this(top, left, width, height, rotation, number, pdPage, doc, textStripper.textElements, streamEngine.rulings);
+      this.minCharWidth = textStripper.minCharWidth;
+      this.minCharHeight = textStripper.minCharHeight;
+      this.spatialIndex = textStripper.spatialIndex;
+    }
+
+
+
+   /**
+    *
+    * @deprecated use {@link Builder} instead
+    */
+    public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
+                List<TextElement> characters, List<Ruling> rulings,
+                float minCharWidth, float minCharHeight, RectangleSpatialIndex<TextElement> index) {
+      this(top, left, width, height, rotation, number, pdPage, doc, characters, rulings);
+      this.minCharHeight = minCharHeight;
+      this.minCharWidth = minCharWidth;
+      this.spatialIndex = index;
+    }
+
     // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - //
     public Page getArea(Rectangle area) {
         List<TextElement> areaTextElements = getText(area);

From 6286f85fddc36d6bac5ec181b1120c19c7410331 Mon Sep 17 00:00:00 2001
From: Christoph Wedenig <christoph@wedenig.org>
Date: Fri, 15 Jan 2021 20:58:09 +0100
Subject: [PATCH 295/364] Extracted duplicate code into methods * Enhanced
 readability with computeIfAbsent

---
 .../detectors/NurminenDetectionAlgorithm.java | 181 +++++++-----------
 1 file changed, 72 insertions(+), 109 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 74898e3e..fb43622a 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -6,15 +6,7 @@
 import java.awt.image.Raster;
 import java.io.IOException;
 import java.io.OutputStream;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.Comparator;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.TreeSet;
+import java.util.*;
 
 import org.apache.pdfbox.contentstream.operator.Operator;
 import org.apache.pdfbox.cos.COSName;
@@ -526,132 +518,103 @@ private TextEdges getTextEdges(List<Line> lines) {
         Map<Integer, List<TextChunk>> currMidEdges = new HashMap<>();
         Map<Integer, List<TextChunk>> currRightEdges = new HashMap<>();
 
+
+        int numOfLines = lines.size();
         for (Line textRow : lines) {
             for (TextChunk text : textRow.getTextElements()) {
-                Integer left = new Integer((int) Math.floor(text.getLeft()));
-                Integer right = new Integer((int) Math.floor(text.getRight()));
-                Integer mid = new Integer(left + ((right - left) / 2));
+                Integer left = (int) Math.floor(text.getLeft());
+                Integer right = (int) Math.floor(text.getRight());
+                Integer mid = left + ((right - left) / 2);
 
                 // first put this chunk into any edge buckets it belongs to
-                List<TextChunk> leftEdge = currLeftEdges.get(left);
-                if (leftEdge == null) {
-                    leftEdge = new ArrayList<>();
-                    currLeftEdges.put(left, leftEdge);
-                }
+                List<TextChunk> leftEdge = currLeftEdges.computeIfAbsent(left, k -> new ArrayList<>());
                 leftEdge.add(text);
 
-                List<TextChunk> midEdge = currMidEdges.get(mid);
-                if (midEdge == null) {
-                    midEdge = new ArrayList<>();
-                    currMidEdges.put(mid, midEdge);
-                }
+                List<TextChunk> midEdge = currMidEdges.computeIfAbsent(mid, k -> new ArrayList<>());
                 midEdge.add(text);
 
-                List<TextChunk> rightEdge = currRightEdges.get(right);
-                if (rightEdge == null) {
-                    rightEdge = new ArrayList<>();
-                    currRightEdges.put(right, rightEdge);
-                }
+                List<TextChunk> rightEdge = currRightEdges.computeIfAbsent(right, k -> new ArrayList<>());
                 rightEdge.add(text);
 
                 // now see if this text chunk blows up any other edges
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currLeftEdges.entrySet().iterator(); iterator.hasNext(); ) {
-                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
-                    Integer key = entry.getKey();
-                    if (key > left && key < right) {
-                        iterator.remove();
-                        List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                            TextChunk first = edgeChunks.get(0);
-                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
-
-                            leftTextEdges.add(edge);
-                        }
-                    }
-                }
-
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currMidEdges.entrySet().iterator(); iterator.hasNext(); ) {
-                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
-                    Integer key = entry.getKey();
-                    if (key > left && key < right && Math.abs(key - mid) > 2) {
-                        iterator.remove();
-                        List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                            TextChunk first = edgeChunks.get(0);
-                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
-
-                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
-
-                            midTextEdges.add(edge);
-                        }
-                    }
-                }
-
-                for (Iterator<Map.Entry<Integer, List<TextChunk>>> iterator = currRightEdges.entrySet().iterator(); iterator.hasNext(); ) {
-                    Map.Entry<Integer, List<TextChunk>> entry = iterator.next();
-                    Integer key = entry.getKey();
-                    if (key > left && key < right) {
-                        iterator.remove();
-                        List<TextChunk> edgeChunks = entry.getValue();
-                        if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                            TextChunk first = edgeChunks.get(0);
-                            TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+                leftTextEdges.addAll(
+                        calculateExtendedEdges(numOfLines, currLeftEdges, left, right)
+                );
 
-                            TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                            edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
+                midTextEdges.addAll(
+                        calculateExtendedEdges(numOfLines, currMidEdges, left, right, mid, 2)
+                );
 
-                            rightTextEdges.add(edge);
-                        }
-                    }
-                }
+                rightTextEdges.addAll(
+                        calculateExtendedEdges(numOfLines, currRightEdges, left, right)
+                );
             }
         }
 
         // add the leftovers
-        for (Integer key : currLeftEdges.keySet()) {
-            List<TextChunk> edgeChunks = currLeftEdges.get(key);
-            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                TextChunk first = edgeChunks.get(0);
-                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+        leftTextEdges.addAll(
+                calculateLeftoverEdges(numOfLines, currLeftEdges)
+        );
 
-                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
+        midTextEdges.addAll(
+                calculateLeftoverEdges(numOfLines, currMidEdges)
+        );
 
-                leftTextEdges.add(edge);
-            }
-        }
+        rightTextEdges.addAll(
+                calculateLeftoverEdges(numOfLines, currRightEdges)
+        );
 
-        for (Integer key : currMidEdges.keySet()) {
-            List<TextChunk> edgeChunks = currMidEdges.get(key);
-            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                TextChunk first = edgeChunks.get(0);
-                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+        return new TextEdges(leftTextEdges, midTextEdges, rightTextEdges);
+    }
 
-                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
+    private Set<TextEdge> calculateLeftoverEdges(int numOfLines, Map<Integer, List<TextChunk>> currDirectedEdges) {
+        Set<TextEdge> leftoverEdges = new HashSet<>();
+        for (Integer key : currDirectedEdges.keySet()) {
+            List<TextChunk> edgeChunks = currDirectedEdges.get(key);
+            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                TextEdge edge = getEdgeFromChunks(numOfLines, key, edgeChunks);
 
-                midTextEdges.add(edge);
+                leftoverEdges.add(edge);
             }
         }
+        return leftoverEdges;
+    }
 
-        for (Integer key : currRightEdges.keySet()) {
-            List<TextChunk> edgeChunks = currRightEdges.get(key);
-            if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
-                TextChunk first = edgeChunks.get(0);
-                TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
+    private TextEdge getEdgeFromChunks(int numOfLines, Integer key, List<TextChunk> edgeChunks) {
+        TextChunk first = edgeChunks.get(0);
+        TextChunk last = edgeChunks.get(edgeChunks.size() - 1);
 
-                TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
-                edge.intersectingTextRowCount = Math.min(edgeChunks.size(), lines.size());
+        TextEdge edge = new TextEdge(key, first.getTop(), key, last.getBottom());
+        edge.intersectingTextRowCount = Math.min(edgeChunks.size(), numOfLines);
+        return edge;
+    }
 
-                rightTextEdges.add(edge);
+
+    private Collection<TextEdge> calculateExtendedEdges(Integer numOfLines, Map<Integer, List<TextChunk>> currDirectedEdges, Integer left, Integer right) {
+        return calculateExtendedEdges(numOfLines, currDirectedEdges, left, right, null, null);
+    }
+
+    private Collection<TextEdge> calculateExtendedEdges(Integer numOfLines, Map<Integer, List<TextChunk>> currDirectedEdges, Integer left, Integer right, Integer mid, Integer minDistToMid) {
+        Set<TextEdge> extendedEdges = new HashSet<>();
+        Iterator<Map.Entry<Integer, List<TextChunk>>> edgeIterator = currDirectedEdges.entrySet().iterator();
+        while (edgeIterator.hasNext()) {
+            Map.Entry<Integer, List<TextChunk>> entry = edgeIterator.next();
+            Integer key = entry.getKey();
+
+            // if mid and minDistToMid are set, we calculate if the distance to mid is actually above,
+            // otherwise we ignore it
+            boolean hasMinDistToMid = mid == null || minDistToMid == null || Math.abs(key - mid) > minDistToMid;
+
+            if (key > left && key < right && hasMinDistToMid) {
+                edgeIterator.remove();
+                List<TextChunk> edgeChunks = entry.getValue();
+                if (edgeChunks.size() >= REQUIRED_TEXT_LINES_FOR_EDGE) {
+                    TextEdge edge = getEdgeFromChunks(numOfLines, key, edgeChunks);
+                    extendedEdges.add(edge);
+                }
             }
         }
-
-        return new TextEdges(leftTextEdges, midTextEdges, rightTextEdges);
+        return extendedEdges;
     }
 
     private List<Rectangle> getTableAreasFromCells(List<? extends Rectangle> cells) {
@@ -665,9 +628,9 @@ private List<Rectangle> getTableAreasFromCells(List<? extends Rectangle> cells)
                     Point2D[] groupCellCorners = groupCell.getPoints();
                     Point2D[] candidateCorners = cell.getPoints();
 
-                    for (int i = 0; i < candidateCorners.length; i++) {
-                        for (int j = 0; j < groupCellCorners.length; j++) {
-                            if (candidateCorners[i].distance(groupCellCorners[j]) < CELL_CORNER_DISTANCE_MAXIMUM) {
+                    for (Point2D candidateCorner : candidateCorners) {
+                        for (Point2D groupCellCorner : groupCellCorners) {
+                            if (candidateCorner.distance(groupCellCorner) < CELL_CORNER_DISTANCE_MAXIMUM) {
                                 cellGroup.add(cell);
                                 addedToGroup = true;
                                 break cellCheck;

From 11928877d03545264ff4411111a577199e3fba2c Mon Sep 17 00:00:00 2001
From: Andreas Tscheinig <andreas-tscheinig@gmx.at>
Date: Fri, 15 Jan 2021 21:08:04 +0100
Subject: [PATCH 296/364] Resolve dependency inversion code smell

---
 src/main/java/technology/tabula/Cell.java     | 15 +----------
 src/main/java/technology/tabula/HasText.java  |  1 +
 .../tabula/RectangularTextContainer.java      | 25 +++++++++++++++----
 .../java/technology/tabula/TextChunk.java     | 15 ++++-------
 .../java/technology/tabula/TextElement.java   |  8 +++++-
 5 files changed, 34 insertions(+), 30 deletions(-)

diff --git a/src/main/java/technology/tabula/Cell.java b/src/main/java/technology/tabula/Cell.java
index 79c64fbc..3b42b4ca 100644
--- a/src/main/java/technology/tabula/Cell.java
+++ b/src/main/java/technology/tabula/Cell.java
@@ -1,9 +1,7 @@
 package technology.tabula;
 
 import java.awt.geom.Point2D;
-import java.util.ArrayList;
 import java.util.Collections;
-import java.util.List;
 
 @SuppressWarnings("serial")
 public class Cell extends RectangularTextContainer<TextChunk> {
@@ -12,19 +10,16 @@ public Cell(float top, float left, float width, float height) {
 		super(top, left, width, height);
 		this.setPlaceholder(false);
 		this.setSpanning(false);
-		this.setTextElements(new ArrayList<TextChunk>());
 	}
 
 	public Cell(Point2D topLeft, Point2D bottomRight) {
 		super((float) topLeft.getY(), (float) topLeft.getX(), (float) (bottomRight.getX() - topLeft.getX()), (float) (bottomRight.getY() - topLeft.getY()));
 		this.setPlaceholder(false);
 		this.setSpanning(false);
-		this.setTextElements(new ArrayList<TextChunk>());
 	}
 
 	private boolean spanning;
 	private boolean placeholder;
-	private List<TextChunk> textElements;
 
 	@Override
 	public String getText(boolean useLineReturns) {
@@ -44,6 +39,7 @@ public String getText(boolean useLineReturns) {
 		return sb.toString().trim();
 	}
 
+	@Override
 	public String getText() {
 		return getText(true);
 	}
@@ -63,13 +59,4 @@ public boolean isPlaceholder() {
 	public void setPlaceholder(boolean placeholder) {
 		this.placeholder = placeholder;
 	}
-
-	public List<TextChunk> getTextElements() {
-		return textElements;
-	}
-
-	public void setTextElements(List<TextChunk> textElements) {
-		this.textElements = textElements;
-	}
-
 }
diff --git a/src/main/java/technology/tabula/HasText.java b/src/main/java/technology/tabula/HasText.java
index 99455afb..1a9bda99 100644
--- a/src/main/java/technology/tabula/HasText.java
+++ b/src/main/java/technology/tabula/HasText.java
@@ -3,5 +3,6 @@
 public interface HasText {
 
 	String getText();
+	String getText(boolean useLineReturns);
 
 }
diff --git a/src/main/java/technology/tabula/RectangularTextContainer.java b/src/main/java/technology/tabula/RectangularTextContainer.java
index 5f4d3716..934b5f13 100644
--- a/src/main/java/technology/tabula/RectangularTextContainer.java
+++ b/src/main/java/technology/tabula/RectangularTextContainer.java
@@ -1,11 +1,14 @@
 package technology.tabula;
 
+import java.util.ArrayList;
 import java.util.List;
 
 @SuppressWarnings("serial")
-public abstract class RectangularTextContainer<T extends HasText> extends Rectangle {
+public class RectangularTextContainer<T extends Rectangle & HasText> extends Rectangle implements HasText {
 
-	public RectangularTextContainer(float top, float left, float width, float height) {
+	protected List<T> textElements = new ArrayList<>();
+
+	protected RectangularTextContainer(float top, float left, float width, float height) {
 		super(top, left, width, height);
 	}
 
@@ -19,11 +22,23 @@ public RectangularTextContainer<T> merge(RectangularTextContainer<T> other) {
 		return this;
 	}
 
-	public abstract String getText();
+	public List<T> getTextElements() {
+		return textElements;
+	}
+
+	public void setTextElements(List<T> textElements) {
+		this.textElements = textElements;
+	}
 
-	public abstract String getText(boolean useLineReturns);
+	@Override
+	public String getText() {
+		throw new UnsupportedOperationException();
+	}
 
-	public abstract List<T> getTextElements();
+	@Override
+	public String getText(boolean useLineReturns) {
+		throw new UnsupportedOperationException();
+	}
 
 	@Override public String toString() {
 		StringBuilder sb = new StringBuilder();
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index d387a5de..6e7722a3 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -8,9 +8,9 @@
 import java.text.Normalizer;
 
 @SuppressWarnings("serial")
-public class TextChunk extends RectangularTextContainer<TextElement> implements HasText {
+public class TextChunk extends RectangularTextContainer<TextElement> {
     public static final TextChunk EMPTY = new TextChunk(0, 0, 0, 0);
-    List<TextElement> textElements = new ArrayList<>();
+//    List<TextElement> textElements = new ArrayList<>();
 
     public TextChunk(float top, float left, float width, float height) {
         super(top, left, width, height);
@@ -165,11 +165,8 @@ public void add(List<TextElement> elements) {
         }
     }
 
-    @Override public List<TextElement> getTextElements() {
-        return textElements;
-    }
-
-    @Override public String getText() {
+    @Override
+    public String getText() {
         if (this.textElements.size() == 0) {
             return "";
         }
@@ -183,11 +180,9 @@ public void add(List<TextElement> elements) {
 
     @Override
     public String getText(boolean useLineReturns) {
-        // TODO Auto-generated method stub
-        return null;
+        return getText();
     }
 
-
     /**
      * Returns true if text contained in this TextChunk is the same repeated character
      */
diff --git a/src/main/java/technology/tabula/TextElement.java b/src/main/java/technology/tabula/TextElement.java
index f54c4e2f..a0f24fa0 100644
--- a/src/main/java/technology/tabula/TextElement.java
+++ b/src/main/java/technology/tabula/TextElement.java
@@ -30,7 +30,13 @@ public TextElement(float y, float x, float width, float height,
         this.dir = dir;
     }
 
-    @Override public String getText() {
+    @Override
+    public String getText() {
+        return text;
+    }
+
+    @Override
+    public String getText(boolean useLineReturns) {
         return text;
     }
 

From 3452fe14c2c333985a74544667b06fe069bd5321 Mon Sep 17 00:00:00 2001
From: Andreas Tscheinig <andreas-tscheinig@gmx.at>
Date: Fri, 15 Jan 2021 21:46:25 +0100
Subject: [PATCH 297/364] Resolve data-class code smell

---
 .../technology/tabula/ObjectExtractor.java    | 10 +++----
 .../java/technology/tabula/TextStripper.java  | 30 ++++++++++++++-----
 2 files changed, 28 insertions(+), 12 deletions(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index 907312a9..c4348cd3 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -26,7 +26,7 @@ protected Page extractPage(Integer pageNumber) throws IOException {
         TextStripper textStripper = new TextStripper(pdfDocument, pageNumber);
         textStripper.process();
 
-        Utils.sort(textStripper.textElements, Rectangle.ILL_DEFINED_ORDER);
+        Utils.sort(textStripper.getTextElements(), Rectangle.ILL_DEFINED_ORDER);
 
         float width, height;
         int rotation = page.getRotation();
@@ -45,10 +45,10 @@ protected Page extractPage(Integer pageNumber) throws IOException {
                 .withPdPage(page)
                 .withPdDocument(pdfDocument)
                 .withRulings(streamEngine.rulings)
-                .withTextElements(textStripper.textElements)
-                .withMinCharWidth(textStripper.minCharWidth)
-                .withMinCharHeight(textStripper.minCharHeight)
-                .withIndex(textStripper.spatialIndex)
+                .withTextElements(textStripper.getTextElements())
+                .withMinCharWidth(textStripper.getMinCharWidth())
+                .withMinCharHeight(textStripper.getMinCharHeight())
+                .withIndex(textStripper.getSpatialIndex())
                 .build();
     }
 
diff --git a/src/main/java/technology/tabula/TextStripper.java b/src/main/java/technology/tabula/TextStripper.java
index 329d45a2..557fa439 100644
--- a/src/main/java/technology/tabula/TextStripper.java
+++ b/src/main/java/technology/tabula/TextStripper.java
@@ -18,13 +18,13 @@ public class TextStripper extends PDFTextStripper {
     private static final float AVG_HEIGHT_MULT_THRESHOLD = 6.0f;
     private static final float MAX_BLANK_FONT_SIZE = 40.0f;
     private static final float MIN_BLANK_FONT_SIZE = 2.0f;
-    private PDDocument document;
-    public ArrayList<TextElement> textElements;
-    public RectangleSpatialIndex<TextElement> spatialIndex;
-    public float minCharWidth = Float.MAX_VALUE;
-    public float minCharHeight = Float.MAX_VALUE;
-    public float totalHeight = 0.0f;
-    public int countHeight = 0;
+    private final PDDocument document;
+    private final ArrayList<TextElement> textElements;
+    private final RectangleSpatialIndex<TextElement> spatialIndex;
+    private float minCharWidth = Float.MAX_VALUE;
+    private float minCharHeight = Float.MAX_VALUE;
+    private float totalHeight = 0.0f;
+    private int countHeight = 0;
 
     public TextStripper(PDDocument document, int pageNumber) throws IOException {
         super();
@@ -156,4 +156,20 @@ private boolean isPrintable(String s) {
         }
         return printable;
     }
+
+    public List<TextElement> getTextElements() {
+        return this.textElements;
+    }
+
+    public RectangleSpatialIndex<TextElement> getSpatialIndex() {
+        return spatialIndex;
+    }
+
+    public float getMinCharWidth() {
+        return minCharWidth;
+    }
+
+    public float getMinCharHeight() {
+        return minCharHeight;
+    }
 }

From 6923895ef37c0f03c7cd44ee755e875b078e82d2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 20 Jan 2021 09:40:51 -0300
Subject: [PATCH 298/364] adapt to refactor

---
 src/main/java/technology/tabula/Page.java | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/main/java/technology/tabula/Page.java b/src/main/java/technology/tabula/Page.java
index 8b23066a..ed74d14a 100644
--- a/src/main/java/technology/tabula/Page.java
+++ b/src/main/java/technology/tabula/Page.java
@@ -90,10 +90,10 @@ public Page(float top, float left, float width, float height, int rotation, int
     */
     public Page(float top, float left, float width, float height, int rotation, int number, PDPage pdPage, PDDocument doc,
                 ObjectExtractorStreamEngine streamEngine, TextStripper textStripper) {
-      this(top, left, width, height, rotation, number, pdPage, doc, textStripper.textElements, streamEngine.rulings);
-      this.minCharWidth = textStripper.minCharWidth;
-      this.minCharHeight = textStripper.minCharHeight;
-      this.spatialIndex = textStripper.spatialIndex;
+      this(top, left, width, height, rotation, number, pdPage, doc, textStripper.getTextElements(), streamEngine.rulings);
+      this.minCharWidth = textStripper.getMinCharWidth();
+      this.minCharHeight = textStripper.getMinCharHeight();
+      this.spatialIndex = textStripper.getSpatialIndex();
     }
 
 

From df3653b1122f7feb0dfa919746be46253e25490f Mon Sep 17 00:00:00 2001
From: Christoph Wedenig <christoph@wedenig.org>
Date: Fri, 15 Jan 2021 23:22:18 +0100
Subject: [PATCH 299/364] Extracted rounded comparator

---
 .../SpreadsheetExtractionAlgorithm.java       | 65 +++++--------------
 1 file changed, 18 insertions(+), 47 deletions(-)

diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index c377507c..0acf2092 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -27,57 +27,28 @@ public class SpreadsheetExtractionAlgorithm implements ExtractionAlgorithm {
     
     private static final float MAGIC_HEURISTIC_NUMBER = 0.65f;
     
-    private static final Comparator<Point2D> POINT_COMPARATOR = new Comparator<Point2D>() {
-        @Override
-        public int compare(Point2D arg0, Point2D arg1) {
-            int rv = 0;
-            float arg0X = Utils.round(arg0.getX(), 2);
-            float arg0Y = Utils.round(arg0.getY(), 2);
-            float arg1X = Utils.round(arg1.getX(), 2);
-            float arg1Y = Utils.round(arg1.getY(), 2);
-            
-            
-            if (arg0Y > arg1Y) {
-                rv = 1;
-            }
-            else if (arg0Y < arg1Y) {
-                rv = -1;
-            }
-            else if (arg0X > arg1X) {
-                rv = 1;
-            }
-            else if (arg0X < arg1X) {
-                rv = -1;
-            }
-            return rv;
+    private static final Comparator<Point2D> Y_FIRST_POINT_COMPARATOR = (point1, point2) -> {
+        int compareY = compareRounded(point1.getY(), point2.getY());
+        if (compareY == 0) {
+            return compareRounded(point1.getX(), point2.getX());
         }
+        return compareY;
     };
     
-    private static final Comparator<Point2D> X_FIRST_POINT_COMPARATOR = new Comparator<Point2D>() {
-        @Override
-        public int compare(Point2D arg0, Point2D arg1) {
-            int rv = 0;
-            float arg0X = Utils.round(arg0.getX(), 2);
-            float arg0Y = Utils.round(arg0.getY(), 2);
-            float arg1X = Utils.round(arg1.getX(), 2);
-            float arg1Y = Utils.round(arg1.getY(), 2);
-            
-            if (arg0X > arg1X) {
-                rv = 1;
-            }
-            else if (arg0X < arg1X) {
-                rv = -1;
-            }
-            else if (arg0Y > arg1Y) {
-                rv = 1;
-            }
-            else if (arg0Y < arg1Y) {
-                rv = -1;
-            }
-            return rv;
+    private static final Comparator<Point2D> X_FIRST_POINT_COMPARATOR = (point1, point2) -> {
+        int compareX = compareRounded(point1.getX(), point2.getX());
+        if (compareX == 0) {
+            return compareRounded(point1.getY(), point2.getY());
         }
+        return compareX;
     };
 
+    private static int compareRounded(double d1, double d2) {
+        float d1Rounded = Utils.round(d1, 2);
+        float d2Rounded = Utils.round(d2, 2);
+
+        return Float.compare(d1Rounded, d2Rounded);
+    }
     
     @Override
     public List<Table> extract(Page page) {
@@ -175,7 +146,7 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
         List<Cell> cellsFound = new ArrayList<>();
         Map<Point2D, Ruling[]> intersectionPoints = Ruling.findIntersections(horizontalRulingLines, verticalRulingLines);
         List<Point2D> intersectionPointsList = new ArrayList<>(intersectionPoints.keySet());
-        Collections.sort(intersectionPointsList, POINT_COMPARATOR); 
+        intersectionPointsList.sort(Y_FIRST_POINT_COMPARATOR);
         boolean doBreak = false;
         
         for (int i = 0; i < intersectionPointsList.size(); i++) {
@@ -256,7 +227,7 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
         Collections.sort(pointsSortX, X_FIRST_POINT_COMPARATOR);
         // Y first sort
         List<Point2D> pointsSortY = new ArrayList<>(pointSet);
-        Collections.sort(pointsSortY, POINT_COMPARATOR);
+        Collections.sort(pointsSortY, Y_FIRST_POINT_COMPARATOR);
         
         while (i < pointSet.size()) {
             float currY = (float) pointsSortY.get(i).getY();

From cbb6d73a9eed856cdf1ec29d3658e07177382404 Mon Sep 17 00:00:00 2001
From: Christoph Wedenig <christoph@wedenig.org>
Date: Fri, 15 Jan 2021 23:38:39 +0100
Subject: [PATCH 300/364] Cleaned up SpreadsheetExtractionAlgorithm

---
 .../SpreadsheetExtractionAlgorithm.java       | 65 +++++++------------
 1 file changed, 24 insertions(+), 41 deletions(-)

diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 0acf2092..44998cfb 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -1,23 +1,9 @@
 package technology.tabula.extractors;
 
-import java.awt.geom.Point2D;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.Comparator;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
+import technology.tabula.*;
 
-import technology.tabula.Cell;
-import technology.tabula.Page;
-import technology.tabula.Rectangle;
-import technology.tabula.Ruling;
-import technology.tabula.Table;
-import technology.tabula.TableWithRulingLines;
-import technology.tabula.TextElement;
-import technology.tabula.Utils;
+import java.awt.geom.Point2D;
+import java.util.*;
 
 /**
  * @author manuel
@@ -60,8 +46,8 @@ public List<Table> extract(Page page) {
      */
     public List<Table> extract(Page page, List<Ruling> rulings) {
         // split rulings into horizontal and vertical
-        List<Ruling> horizontalR = new ArrayList<>(), 
-                verticalR = new ArrayList<>();
+        List<Ruling> horizontalR = new ArrayList<>();
+        List<Ruling> verticalR = new ArrayList<>();
         
         for (Ruling r: rulings) {
             if (r.horizontal()) {
@@ -113,7 +99,7 @@ public boolean isTabular(Page page) {
         
         // if there's no text at all on the page, it's not a table 
         // (we won't be able to do anything with it though)
-        if(page.getText().isEmpty()){
+        if (page.getText().isEmpty()){
             return false; 
         }
 
@@ -122,7 +108,7 @@ public boolean isTabular(Page page) {
         Page minimalRegion = page.getArea(Utils.bounds(page.getText()));
         
         List<? extends Table> tables = new SpreadsheetExtractionAlgorithm().extract(minimalRegion);
-        if (tables.size() == 0) {
+        if (tables.isEmpty()) {
             return false;
         }
         Table table = tables.get(0);
@@ -130,16 +116,17 @@ public boolean isTabular(Page page) {
         int colsDefinedByLines = table.getColCount();
         
         tables = new BasicExtractionAlgorithm().extract(minimalRegion);
-        if (tables.size() == 0) {
-            // TODO WHAT DO WE DO HERE?
+        if (tables.isEmpty()) {
+            return false;
         }
         table = tables.get(0);
         int rowsDefinedWithoutLines = table.getRowCount();
         int colsDefinedWithoutLines = table.getColCount();
         
-        float ratio = (((float) colsDefinedByLines / colsDefinedWithoutLines) + ((float) rowsDefinedByLines / rowsDefinedWithoutLines)) / 2.0f;
+        float ratio = (((float) colsDefinedByLines / colsDefinedWithoutLines) +
+                ((float) rowsDefinedByLines / rowsDefinedWithoutLines)) / 2.0f;
         
-        return ratio > MAGIC_HEURISTIC_NUMBER && ratio < (1/MAGIC_HEURISTIC_NUMBER);
+        return ratio > MAGIC_HEURISTIC_NUMBER && ratio < (1 / MAGIC_HEURISTIC_NUMBER);
     }
     
     public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruling> verticalRulingLines) {
@@ -147,16 +134,12 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
         Map<Point2D, Ruling[]> intersectionPoints = Ruling.findIntersections(horizontalRulingLines, verticalRulingLines);
         List<Point2D> intersectionPointsList = new ArrayList<>(intersectionPoints.keySet());
         intersectionPointsList.sort(Y_FIRST_POINT_COMPARATOR);
-        boolean doBreak = false;
         
         for (int i = 0; i < intersectionPointsList.size(); i++) {
             Point2D topLeft = intersectionPointsList.get(i);
             Ruling[] hv = intersectionPoints.get(topLeft);
-            doBreak = false;
-            
-            // CrossingPointsDirectlyBelow( topLeft );
+
             List<Point2D> xPoints = new ArrayList<>();
-            // CrossingPointsDirectlyToTheRight( topLeft );
             List<Point2D> yPoints = new ArrayList<>();
 
             for (Point2D p: intersectionPointsList.subList(i, intersectionPointsList.size())) {
@@ -169,7 +152,6 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
             }
             outer:
             for (Point2D xPoint: xPoints) {
-                if (doBreak) { break; }
 
                 // is there a vertical edge b/w topLeft and xPoint?
                 if (!hv[1].equals(intersectionPoints.get(xPoint)[1])) {
@@ -185,7 +167,6 @@ public static List<Cell> findCells(List<Ruling> horizontalRulingLines, List<Ruli
                             && intersectionPoints.get(btmRight)[0].equals(intersectionPoints.get(xPoint)[0])
                             && intersectionPoints.get(btmRight)[1].equals(intersectionPoints.get(yPoint)[1])) {
                             cellsFound.add(new Cell(topLeft, btmRight));
-                        doBreak = true;
                         break outer;
                     }
                 }
@@ -224,10 +205,10 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
         
         // X first sort
         List<Point2D> pointsSortX = new ArrayList<>(pointSet);
-        Collections.sort(pointsSortX, X_FIRST_POINT_COMPARATOR);
+        pointsSortX.sort(X_FIRST_POINT_COMPARATOR);
         // Y first sort
         List<Point2D> pointsSortY = new ArrayList<>(pointSet);
-        Collections.sort(pointsSortY, Y_FIRST_POINT_COMPARATOR);
+        pointsSortY.sort(Y_FIRST_POINT_COMPARATOR);
         
         while (i < pointSet.size()) {
             float currY = (float) pointsSortY.get(i).getY();
@@ -263,16 +244,15 @@ public static List<Rectangle> findSpreadsheetsFromCells(List<? extends Rectangle
                 if (curr.direction == Direction.HORIZONTAL) {
                     nextVertex = edgesV.get(curr.point);
                     edgesV.remove(curr.point);
-                    lastAddedVertex = new PolygonVertex(nextVertex, Direction.VERTICAL); 
-                    polygon.add(lastAddedVertex);
+                    lastAddedVertex = new PolygonVertex(nextVertex, Direction.VERTICAL);
                 }
                 else {
                     nextVertex = edgesH.get(curr.point);
                     edgesH.remove(curr.point);
                     lastAddedVertex = new PolygonVertex(nextVertex, Direction.HORIZONTAL);
-                    polygon.add(lastAddedVertex);
                 }
-                
+                polygon.add(lastAddedVertex);
+
                 if (lastAddedVertex.equals(polygon.get(0))) {
                     // closed polygon
                     polygon.remove(polygon.size() - 1);
@@ -324,7 +304,8 @@ public PolygonVertex(Point2D point, Direction direction) {
             this.point = point;
         }
         
-        @Override public boolean equals(Object other) {
+        @Override
+        public boolean equals(Object other) {
             if (this == other) 
                 return true;
             if (!(other instanceof PolygonVertex))
@@ -332,11 +313,13 @@ public PolygonVertex(Point2D point, Direction direction) {
             return this.point.equals(((PolygonVertex) other).point);
         }
         
-        @Override public int hashCode() {
+        @Override
+        public int hashCode() {
             return this.point.hashCode();
         }
         
-        @Override public String toString() {
+        @Override
+        public String toString() {
             return String.format("%s[point=%s,direction=%s]", this.getClass().getName(), this.point.toString(), this.direction.toString());
         }
     }

From a6c322e6ede0e096310c41e22f618a8cb5ba5dde Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 7 Mar 2021 15:45:56 -0300
Subject: [PATCH 301/364] ObjectExtractor: implement java.io.Closeable (fixes
 #408)

---
 src/main/java/technology/tabula/ObjectExtractor.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/main/java/technology/tabula/ObjectExtractor.java b/src/main/java/technology/tabula/ObjectExtractor.java
index c4348cd3..9f3f6a03 100644
--- a/src/main/java/technology/tabula/ObjectExtractor.java
+++ b/src/main/java/technology/tabula/ObjectExtractor.java
@@ -5,7 +5,7 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 
-public class ObjectExtractor {
+public class ObjectExtractor implements java.io.Closeable {
 
     private final PDDocument pdfDocument;
 

From 6ba8ad8978c0dac9c7774c4953adee174d2edd17 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 7 Mar 2021 16:25:48 -0300
Subject: [PATCH 302/364] Fix unclosed document warnings

---
 .../technology/tabula/TestBasicExtractor.java |  11 ++
 .../tabula/TestObjectExtractor.java           | 102 ++++++++----------
 2 files changed, 58 insertions(+), 55 deletions(-)

diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index 5d5d985c..d120546f 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -135,6 +135,7 @@ public void testRemoveSequentialSpaces() throws IOException {
 
         assertTrue(firstRow.get(1).getText().equals("ALLEGIANT AIR"));
         assertTrue(firstRow.get(2).getText().equals("ALLEGIANT AIR LLC"));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -143,6 +144,7 @@ public void testColumnRecognition() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         assertArrayEquals(ARGENTINA_DIPUTADOS_VOTING_RECORD_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -162,6 +164,7 @@ public void testVerticalRulingsPreventMergingOfColumns() throws IOException {
 
         assertTrue(sixthRow.get(0).getText().equals("VALSANGIACOMO BLANC"));
         assertTrue(sixthRow.get(1).getText().equals("OFERNANDO JORGE"));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -170,6 +173,7 @@ public void testExtractColumnsCorrectly() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         assertArrayEquals(EU_002_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -178,6 +182,7 @@ public void testExtractColumnsCorrectly2() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm(page.getVerticalRulings());
         Table table = bea.extract(page.getArea(299.625f, 148.44f, 711.875f, 452.32f)).get(0);
         assertArrayEquals(EU_017_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -186,6 +191,7 @@ public void testExtractColumnsCorrectly3() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         assertArrayEquals(FRX_2012_DISCLOSURE_EXPECTED, UtilsForTesting.tableToArrayOfRows(table));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -199,6 +205,7 @@ public void testCheckSqueezeDoesntBreak() throws IOException {
         List<RectangularTextContainer> lastRow = rows.get(rows.size() - 1);
         assertTrue(firstRow.get(0).getText().equals("Violent crime  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  ."));
         assertTrue(lastRow.get(lastRow.size() - 1).getText().equals("(X)"));
+        page.getPDDoc().close();
     }
 
     @Test
@@ -274,6 +281,8 @@ public void testNaturalOrderOfRectangles() throws IOException {
         assertEquals("DOD, and NIH", cells.get(38).getText());
         assertEquals("and networks", cells.get(39).getText());
 
+        page.getPDDoc().close();
+
     }
 
     @Test
@@ -314,6 +323,7 @@ public void testRealLifeRTL2() throws IOException {
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, table);
         assertEquals(expectedCsv, sb.toString());
+        page.getPDDoc().close();
     }
 
 
@@ -323,6 +333,7 @@ public void testEmptyRegion() throws IOException {
         BasicExtractionAlgorithm bea = new BasicExtractionAlgorithm();
         Table table = bea.extract(page).get(0);
         assertArrayEquals(EXPECTED_EMPTY_TABLE, UtilsForTesting.tableToArrayOfRows(table));
+        page.getPDDoc().close();
     }
 
 
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index fe458b87..9db7ad18 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -22,74 +22,80 @@ public void testWrongPasswordRaisesException() throws IOException {
     @Test(expected = IOException.class)
     public void testEmptyOnEncryptedFileRaisesException() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        oe.extract().next();
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          oe.extract().next();
+        }
     }
 
     @Test
     public void testCanReadPDFWithOwnerEncryption() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        PageIterator pi = oe.extract();
-        int i = 0;
-        while (pi.hasNext()) {
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          PageIterator pi = oe.extract();
+          int i = 0;
+          while (pi.hasNext()) {
             i++;
             pi.next();
+          }
+          assertEquals(2, i);
         }
-        assertEquals(2, i);
     }
     
 
     @Test
     public void testGoodPassword() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"), "userpassword");
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        List<Page> pages = new ArrayList<>();
-        PageIterator pi = oe.extract();
-        while (pi.hasNext()) {
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          List<Page> pages = new ArrayList<>();
+          PageIterator pi = oe.extract();
+          while (pi.hasNext()) {
             pages.add(pi.next());
+          }
+          assertEquals(1, pages.size());
         }
-        assertEquals(1, pages.size());
     }
 
 
     @Test
     public void testTextExtractionDoesNotRaise() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/rotated_page.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        PageIterator pi = oe.extract();
-
-        assertTrue(pi.hasNext());
-        assertNotNull(pi.next());
-        assertFalse(pi.hasNext());
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          PageIterator pi = oe.extract();
 
+          assertTrue(pi.hasNext());
+          assertNotNull(pi.next());
+          assertFalse(pi.hasNext());
+        }
     }
 
     @Test
     public void testShouldDetectRulings() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/should_detect_rulings.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        PageIterator pi = oe.extract();
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          PageIterator pi = oe.extract();
 
-        Page page = pi.next();
-        List<Ruling> rulings = page.getRulings();
+          Page page = pi.next();
+          List<Ruling> rulings = page.getRulings();
 
-        for (Ruling r: rulings) {
+          for (Ruling r: rulings) {
             assertTrue(page.contains(r.getBounds()));
+          }
         }
     }
 
     @Test
     public void testDontThrowNPEInShfill() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/labor.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        PageIterator pi = oe.extract();
-        assertTrue(pi.hasNext());
-        try {
+
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          PageIterator pi = oe.extract();
+          assertTrue(pi.hasNext());
+          try {
             Page p = pi.next();
             assertNotNull(p);
-        } catch (NullPointerException e) {
+          } catch (NullPointerException e) {
             fail("NPE in ObjectExtractor " + e.toString());
+          }
         }
     }
 
@@ -98,10 +104,11 @@ public void testExtractOnePage() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         assertEquals(2, pdf_document.getNumberOfPages());
 
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        Page page = oe.extract(2);
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          Page page = oe.extract(2);
 
-        assertNotNull(page);
+          assertNotNull(page);
+        }
 
     }
 
@@ -110,48 +117,33 @@ public void testExtractWrongPageNumber() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         assertEquals(2, pdf_document.getNumberOfPages());
 
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
-        oe.extract(3);
-
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          oe.extract(3);
+        }
     }
 
     @Test
     public void testTextElementsContainedInPage() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/cs-en-us-pbms.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
 
-        Page page = oe.extractPage(1);
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
+          Page page = oe.extractPage(1);
 
-        for (TextElement te: page.getText()) {
+          for (TextElement te: page.getText()) {
             assertTrue(page.contains(te));
+          }
         }
+
     }
 
     @Test public void testDoNotNPEInPointComparator() throws IOException {
         PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/npe_issue_206.pdf"));
-        ObjectExtractor oe = new ObjectExtractor(pdf_document);
 
-        try {
+        try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
             Page p = oe.extractPage(1);
             assertNotNull(p);
         } catch (NullPointerException e) {
             fail("NPE in ObjectExtractor " + e.toString());
         }
     }
-    
-    /*
-    @Test
-    public void testExtractWithoutExtractingRulings() throws IOException {
-        PDDocument pdf_document = PDDocument.load("src/test/resources/technology/tabula/should_detect_rulings.pdf");
-        ObjectExtractor oe = new ObjectExtractor(pdf_document, null, false, false);
-        PageIterator pi = oe.extract();
-       
-        assertTrue(pi.hasNext());
-        Page page = pi.next();
-        assertNotNull(page);
-        assertEquals(0, page.getRulings().size());
-        assertFalse(pi.hasNext());
-    }
-    */
-
 }

From 96ac1829c09aa2df7434d0ed96a3f5424bef6c89 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Sun, 7 Mar 2021 16:35:55 -0300
Subject: [PATCH 303/364] fix more warnings in tests

---
 .../tabula/TestSpreadsheetExtractor.java      | 23 +++++++++++++++----
 1 file changed, 18 insertions(+), 5 deletions(-)

diff --git a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
index 0abd578b..f8bd4074 100644
--- a/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
+++ b/src/test/java/technology/tabula/TestSpreadsheetExtractor.java
@@ -189,6 +189,7 @@ public void testSpreadsheetExtraction() throws IOException {
                         269.875f, 12.75f, 790.5f, 561f);
 
         SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
+        page.getPDDoc().close();
     }
 
     @Test
@@ -204,7 +205,7 @@ public void testSpanningCells() throws IOException {
         StringBuilder sb = new StringBuilder();
         (new JSONWriter()).write(sb, tables);
         assertEquals(expectedJson, sb.toString());
-
+        page.getPDDoc().close();
     }
 
     @Test
@@ -220,7 +221,7 @@ public void testSpanningCellsToCsv() throws IOException {
         StringBuilder sb = new StringBuilder();
         (new CSVWriter()).write(sb, tables);
         assertEquals(expectedCsv, sb.toString());
-
+        page.getPDDoc().close();
     }
 
     @Test
@@ -229,6 +230,7 @@ public void testIncompleteGrid() throws IOException {
         SpreadsheetExtractionAlgorithm se = new SpreadsheetExtractionAlgorithm();
         List<? extends Table> tables = se.extract(page);
         assertEquals(2, tables.size());
+        page.getPDDoc().close();
     }
 
     @Test
@@ -244,6 +246,7 @@ public void testNaturalOrderOfRectanglesDoesNotBreakContract() throws IOExceptio
         String expected = "Project,Agency,Institution\r\nNanotechnology and its publics,NSF,Pennsylvania State University\r\n\"Public information and deliberation in nanoscience and\rnanotechnology policy (SGER)\",Interagency,\"North Carolina State\rUniversity\"\r\n\"Social and ethical research and education in agrifood\rnanotechnology (NIRT)\",NSF,Michigan State University\r\n\"From laboratory to society: developing an informed\rapproach to nanoscale science and engineering (NIRT)\",NSF,University of South Carolina\r\nDatabase and innovation timeline for nanotechnology,NSF,UCLA\r\nSocial and ethical dimensions of nanotechnology,NSF,University of Virginia\r\n\"Undergraduate exploration of nanoscience,\rapplications and societal implications (NUE)\",NSF,\"Michigan Technological\rUniversity\"\r\n\"Ethics and belief inside the development of\rnanotechnology (CAREER)\",NSF,University of Virginia\r\n\"All centers, NNIN and NCN have a societal\rimplications components\",\"NSF, DOE,\rDOD, and NIH\",\"All nanotechnology centers\rand networks\"\r\n";
 
         assertEquals(expected, result);
+        page.getPDDoc().close();
     }
 
     @Test
@@ -255,8 +258,7 @@ public void testMergeLinesCloseToEachOther() throws IOException {
             assertEquals(expectedRulings[i], rulings.get(i).getLeft(), 0.1);
         }
         assertEquals(6, rulings.size());
-
-
+        page.getPDDoc().close();
     }
 
     @Test
@@ -274,6 +276,7 @@ public void testSpreadsheetWithNoBoundingFrameShouldBeSpreadsheet() throws IOExc
         (new CSVWriter()).write(sb, tables.get(0));
 
         assertEquals(expectedCsv, sb.toString());
+        page.getPDDoc().close();
 
     }
 
@@ -333,7 +336,7 @@ public void testExtractSpreadsheetWithinAnArea() throws IOException {
         for (int i = 0; i < parsedResult.size(); i++) {
             assertEquals(parsedResult.get(i).size(), parsedExpected.get(i).size());
         }
-
+        page.getPDDoc().close();
     }
 
     @Test
@@ -354,6 +357,7 @@ public void testDontRaiseSortException() throws IOException {
         page.getText();
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
         bea.extract(page).get(0);
+        page.getPDDoc().close();
     }
 
     @Test
@@ -365,6 +369,7 @@ public void testShouldDetectASingleSpreadsheet() throws IOException {
         SpreadsheetExtractionAlgorithm bea = new SpreadsheetExtractionAlgorithm();
         List<Table> tables = bea.extract(page);
         assertEquals(1, tables.size());
+        page.getPDDoc().close();
     }
 
     @Test
@@ -395,6 +400,7 @@ public void testExtractTableWithExternallyDefinedRulings() throws IOException {
         assertEquals("3,700.00", table.getRows().get(7).get(1).getText());
         assertEquals("Daily or Miscellaneous\r(each day of the payroll period)", table.getRows().get(8).get(0).getText());
         assertEquals("14.23", table.getRows().get(8).get(1).getText());
+        page.getPDDoc().close();
 
     }
 
@@ -410,6 +416,7 @@ public void testAnotherExtractTableWithExternallyDefinedRulings() throws IOExcep
 
         assertEquals("Total Supply", table.getRows().get(4).get(0).getText());
         assertEquals("6.6", table.getRows().get(6).get(2).getText());
+        page.getPDDoc().close();
     }
 
     @Test
@@ -422,6 +429,7 @@ public void testSpreadsheetsSortedByTopAndRight() throws IOException {
         for (int i = 1; i < tables.size(); i++) {
             assert (tables.get(i - 1).getTop() <= tables.get(i).getTop());
         }
+        page.getPDDoc().close();
     }
 
     @Test
@@ -434,6 +442,7 @@ public void testDontStackOverflowQuicksort() throws IOException {
         for (int i = 1; i < tables.size(); i++) {
             assert (tables.get(i - 1).getTop() <= tables.get(i).getTop());
         }
+        page.getPDDoc().close();
     }
 
     @Test
@@ -464,6 +473,7 @@ public void testRTL() throws IOException {
         // which is not currently possible because of the two problems listed above
         // assertEquals("مرحباً",                       table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
 
+        page.getPDDoc().close();
     }
 
 
@@ -497,6 +507,7 @@ public void testRealLifeRTL() throws IOException {
         // these (commented-out) tests reflect the theoretical correct answer,
         // which is not currently possible because of the two problems listed above
         // assertEquals("مرحباً",                       table.getRows().get(0).get(0).getText()); // really ought to be ً, but this is forgiveable for now
+        page.getPDDoc().close();
 
     }
 
@@ -509,6 +520,7 @@ public void testExtractColumnsCorrectly3() throws IOException {
         Table table = sea.extract(page).get(0);
 
         assertEquals("REGIONAL PULMONARY & SLEEP\rMEDICINE", table.getRows().get(8).get(1).getText());
+        page.getPDDoc().close();
 
     }
     
@@ -529,6 +541,7 @@ public void testSpreadsheetExtractionIssue656() throws IOException {
         (new CSVWriter()).write(sb, table);
         String result = sb.toString();
         assertEquals(expectedCsv, result);
+        page.getPDDoc().close();
     }    
 
 }

From 7fca22e0810ef1643f6a5a18437a71fecf1af6a4 Mon Sep 17 00:00:00 2001
From: Max Rydahl Andersen <manderse@redhat.com>
Date: Sun, 14 Mar 2021 01:20:18 +0100
Subject: [PATCH 304/364] add jbang catalog

---
 jbang-catalog.json | 8 ++++++++
 1 file changed, 8 insertions(+)
 create mode 100644 jbang-catalog.json

diff --git a/jbang-catalog.json b/jbang-catalog.json
new file mode 100644
index 00000000..b7f71347
--- /dev/null
+++ b/jbang-catalog.json
@@ -0,0 +1,8 @@
+{
+  "catalogs": {},
+  "aliases": {
+    "tabula": {
+      "script-ref": "https://github.com/tabulapdf/tabula-java/releases/download/v1.0.4/tabula-1.0.4-jar-with-dependencies.jar"
+    }
+  }
+}
\ No newline at end of file

From 4e23be7e8449223b8ef3b660cb7aca864ee732f3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Fri, 19 Mar 2021 13:21:28 -0300
Subject: [PATCH 305/364] pdfbox 2.0.23

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 2e209198..17c49742 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.22</version>
+        <version>2.0.23</version>
     </dependency>
 
     <dependency>

From c355a342672117c791b3409cadf95ead54418fc0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Mon, 22 Mar 2021 08:02:58 -0300
Subject: [PATCH 306/364] fix logo

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 2a08d3ac..885d3eb8 100644
--- a/README.md
+++ b/README.md
@@ -112,5 +112,5 @@ Special thanks to the following users and organizations for generously supportin
 <a href="https://opencollective.com/tabulapdf/backer/4/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/4/avatar"></a>
 <a href="https://opencollective.com/tabulapdf/backer/5/website" target="_blank"><img src="https://opencollective.com/tabulapdf/backer/5/avatar"></a>
 
-<a title="The John S. and James L. Knight Foundation" href="http://www.knightfoundation.org/" target="_blank"><img alt="The John S. and James L. Knight Foundation" src="http://www.knightfoundation.org/media/uploads/media_images/knight-logo-300.jpg"></a>
+<a title="The John S. and James L. Knight Foundation" href="http://www.knightfoundation.org/" target="_blank"><img alt="The John S. and James L. Knight Foundation" src="https://knightfoundation.org/wp-content/uploads/2019/10/KF_Logotype_Icon-and-Stacked-Name.png" width="300"></a>
 <a title="The Shuttleworth Foundation" href="https://shuttleworthfoundation.org/" target="_blank"><img width="200" alt="The Shuttleworth Foundation" src="https://raw.githubusercontent.com/tabulapdf/tabula/gh-pages/shuttleworth.jpg"></a>

From 14b3d261bf7e5d3bc452b78f2f6539b6c894fcef Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Thu, 8 Apr 2021 10:29:35 -0300
Subject: [PATCH 307/364] Light cleanup

---
 src/main/java/technology/tabula/Cell.java        |  2 +-
 .../technology/tabula/RectangleSpatialIndex.java |  3 +--
 src/main/java/technology/tabula/Ruling.java      |  8 --------
 src/main/java/technology/tabula/TextChunk.java   | 16 ++++++----------
 .../extractors/BasicExtractionAlgorithm.java     |  2 +-
 5 files changed, 9 insertions(+), 22 deletions(-)

diff --git a/src/main/java/technology/tabula/Cell.java b/src/main/java/technology/tabula/Cell.java
index 3b42b4ca..d02c8c50 100644
--- a/src/main/java/technology/tabula/Cell.java
+++ b/src/main/java/technology/tabula/Cell.java
@@ -27,7 +27,7 @@ public String getText(boolean useLineReturns) {
 			return "";
 		}
 		StringBuilder sb = new StringBuilder();
-		Collections.sort(this.textElements, Rectangle.ILL_DEFINED_ORDER);
+		this.textElements.sort(Rectangle.ILL_DEFINED_ORDER);
 		double curTop = this.textElements.get(0).getTop();
 		for (TextChunk tc : this.textElements) {
 			if (useLineReturns && tc.getTop() > curTop) {
diff --git a/src/main/java/technology/tabula/RectangleSpatialIndex.java b/src/main/java/technology/tabula/RectangleSpatialIndex.java
index a39114a2..0e942545 100644
--- a/src/main/java/technology/tabula/RectangleSpatialIndex.java
+++ b/src/main/java/technology/tabula/RectangleSpatialIndex.java
@@ -32,8 +32,7 @@ public List<T> contains(Rectangle r) {
     }
     
     public List<T> intersects(Rectangle r) {
-        List rv = si.query(new Envelope(r.getLeft(), r.getRight(), r.getTop(), r.getBottom()));
-        return rv;
+      return si.query(new Envelope(r.getLeft(), r.getRight(), r.getTop(), r.getBottom()));
     }
     
     /**
diff --git a/src/main/java/technology/tabula/Ruling.java b/src/main/java/technology/tabula/Ruling.java
index cdab6c4f..213ce87f 100644
--- a/src/main/java/technology/tabula/Ruling.java
+++ b/src/main/java/technology/tabula/Ruling.java
@@ -40,9 +40,6 @@ public void normalize() {
         else if (Utils.within(angle, 90, 1) || Utils.within(angle, 270, 1)) { // almost vertical
             this.setLine(this.x1, this.y1, this.x1, this.y2);
         }
-//        else {
-//            System.out.println("oblique: " + this + " ("+ this.getAngle() + ")");
-//        }
     }
 
     public boolean vertical() {
@@ -231,11 +228,6 @@ public boolean equals(Object other) {
         return this.getP1().equals(o.getP1()) && this.getP2().equals(o.getP2());
     }
     
-    @Override
-    public int hashCode() {
-        return super.hashCode();
-    }
-    
     public float getTop() {
         return this.y1;
     }
diff --git a/src/main/java/technology/tabula/TextChunk.java b/src/main/java/technology/tabula/TextChunk.java
index 6e7722a3..9f5adbd5 100644
--- a/src/main/java/technology/tabula/TextChunk.java
+++ b/src/main/java/technology/tabula/TextChunk.java
@@ -209,11 +209,10 @@ public TextChunk[] splitAt(int i) {
             throw new IllegalArgumentException();
         }
 
-        TextChunk[] rv = new TextChunk[]{
-                new TextChunk(this.getTextElements().subList(0, i)),
-                new TextChunk(this.getTextElements().subList(i, this.getTextElements().size()))
-        };
-        return rv;
+      return new TextChunk[]{
+              new TextChunk(this.getTextElements().subList(0, i)),
+              new TextChunk(this.getTextElements().subList(i, this.getTextElements().size()))
+      };
     }
 
     /**
@@ -293,11 +292,8 @@ public boolean equals(Object obj) {
             return false;
         TextChunk other = (TextChunk) obj;
         if (textElements == null) {
-            if (other.textElements != null)
-                return false;
-        } else if (!textElements.equals(other.textElements))
-            return false;
-        return true;
+          return other.textElements == null;
+        } else return textElements.equals(other.textElements);
     }
 
     public static boolean allSameChar(List<TextChunk> textChunks) {
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index dcd01695..246c5342 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -74,7 +74,7 @@ public int compare(Ruling arg0, Ruling arg1) {
 
 				@Override
 				public int compare(TextChunk o1, TextChunk o2) {
-					return new java.lang.Float(o1.getLeft()).compareTo(o2.getLeft());
+					return Float.compare(o1.getLeft(), o2.getLeft());
 				}
 			});
             

From ae9d2ebf53dcdb5b6f436a66db739343e2dc0f7c Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 22 Apr 2021 05:29:02 +0000
Subject: [PATCH 308/364] Bump junit from 4.13.1 to 4.13.2

Bumps [junit](https://github.com/junit-team/junit4) from 4.13.1 to 4.13.2.
- [Release notes](https://github.com/junit-team/junit4/releases)
- [Changelog](https://github.com/junit-team/junit4/blob/main/doc/ReleaseNotes4.13.1.md)
- [Commits](https://github.com/junit-team/junit4/compare/r4.13.1...r4.13.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 17c49742..5c979351 100644
--- a/pom.xml
+++ b/pom.xml
@@ -280,7 +280,7 @@
     <dependency>
         <groupId>junit</groupId>
         <artifactId>junit</artifactId>
-        <version>4.13.1</version>
+        <version>4.13.2</version>
         <scope>test</scope>
     </dependency>
 

From c89831109f6892c62d9597ba593161b4cf2b0c1f Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 29 Apr 2021 15:11:21 +0000
Subject: [PATCH 309/364] Upgrade to GitHub-native Dependabot

---
 .github/dependabot.yml | 7 +++++++
 1 file changed, 7 insertions(+)
 create mode 100644 .github/dependabot.yml

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 00000000..a217b347
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,7 @@
+version: 2
+updates:
+- package-ecosystem: maven
+  directory: "/"
+  schedule:
+    interval: daily
+  open-pull-requests-limit: 10

From eac87d0b25dfd6d176b3e3e9c18782a66f74a99f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 30 Apr 2021 05:57:52 +0000
Subject: [PATCH 310/364] Bump jts-core from 1.18.0 to 1.18.1

Bumps jts-core from 1.18.0 to 1.18.1.

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 5c979351..80fd3c04 100644
--- a/pom.xml
+++ b/pom.xml
@@ -244,7 +244,7 @@
     <dependency>
         <groupId>org.locationtech.jts</groupId>
         <artifactId>jts-core</artifactId>
-        <version>1.18.0</version>
+        <version>1.18.1</version>
     </dependency>
 
     <dependency>

From 39253c5963b5506f1a302dc53d7976997765527a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 30 Apr 2021 05:57:43 +0000
Subject: [PATCH 311/364] Bump bcprov-jdk15on from 1.66 to 1.68

Bumps [bcprov-jdk15on](https://github.com/bcgit/bc-java) from 1.66 to 1.68.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 80fd3c04..3500e21a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,7 +268,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.66</version>
+        <version>1.68</version>
     </dependency>
 
     <dependency>

From 92a69b444ed18a6493b583998bdbd1f205042d8b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 30 Apr 2021 05:57:49 +0000
Subject: [PATCH 312/364] Bump bcmail-jdk15on from 1.66 to 1.68

Bumps [bcmail-jdk15on](https://github.com/bcgit/bc-java) from 1.66 to 1.68.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 3500e21a..fa52a851 100644
--- a/pom.xml
+++ b/pom.xml
@@ -274,7 +274,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.66</version>
+        <version>1.68</version>
     </dependency>
 
     <dependency>

From b0b0860ee46bcf150cd02a86480392d9882ee2d0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 May 2021 05:38:59 +0000
Subject: [PATCH 313/364] Bump gson from 2.8.6 to 2.8.7

Bumps [gson](https://github.com/google/gson) from 2.8.6 to 2.8.7.
- [Release notes](https://github.com/google/gson/releases)
- [Changelog](https://github.com/google/gson/blob/master/CHANGELOG.md)
- [Commits](https://github.com/google/gson/compare/gson-parent-2.8.6...gson-parent-2.8.7)

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index fa52a851..b139db15 100644
--- a/pom.xml
+++ b/pom.xml
@@ -299,7 +299,7 @@
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.8.6</version>
+        <version>2.8.7</version>
     </dependency>
 
     <dependency>

From 6b7ec97688071c728801a1857517d52826831794 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 11 Jun 2021 06:43:12 +0000
Subject: [PATCH 314/364] Bump pdfbox from 2.0.23 to 2.0.24

Bumps pdfbox from 2.0.23 to 2.0.24.

---
updated-dependencies:
- dependency-name: org.apache.pdfbox:pdfbox
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index b139db15..cceb918a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.23</version>
+        <version>2.0.24</version>
     </dependency>
 
     <dependency>

From ae281f671c1872f8ede2eaed14b5d0fb717085a0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 30 Jul 2021 21:03:52 +0000
Subject: [PATCH 315/364] Bump commons-csv from 1.8 to 1.9.0

Bumps commons-csv from 1.8 to 1.9.0.

---
updated-dependencies:
- dependency-name: org.apache.commons:commons-csv
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index cceb918a..01722eab 100644
--- a/pom.xml
+++ b/pom.xml
@@ -293,7 +293,7 @@
     <dependency>
         <groupId>org.apache.commons</groupId>
         <artifactId>commons-csv</artifactId>
-        <version>1.8</version>
+        <version>1.9.0</version>
     </dependency>
 
     <dependency>

From 80042f581b99bd42b1d9fde8d1b5f37a3daa5404 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 10 Jun 2021 05:20:07 +0000
Subject: [PATCH 316/364] Bump bcprov-jdk15on from 1.68 to 1.69

Bumps [bcprov-jdk15on](https://github.com/bcgit/bc-java) from 1.68 to 1.69.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

---
updated-dependencies:
- dependency-name: org.bouncycastle:bcprov-jdk15on
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 01722eab..5ba35709 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,7 +268,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.68</version>
+        <version>1.69</version>
     </dependency>
 
     <dependency>

From ce74f121a35d80c7df36a55c926ecc847a733021 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 10 Jun 2021 05:20:19 +0000
Subject: [PATCH 317/364] Bump bcmail-jdk15on from 1.68 to 1.69

Bumps [bcmail-jdk15on](https://github.com/bcgit/bc-java) from 1.68 to 1.69.
- [Release notes](https://github.com/bcgit/bc-java/releases)
- [Changelog](https://github.com/bcgit/bc-java/blob/master/docs/releasenotes.html)
- [Commits](https://github.com/bcgit/bc-java/commits)

---
updated-dependencies:
- dependency-name: org.bouncycastle:bcmail-jdk15on
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 5ba35709..3b53575e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -274,7 +274,7 @@
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.68</version>
+        <version>1.69</version>
     </dependency>
 
     <dependency>

From 1e0d7512c318bfc3f3ba05b71643b59235b2d9b2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 Jul 2021 21:03:26 +0000
Subject: [PATCH 318/364] Bump slf4j-api from 1.7.30 to 1.7.32

Bumps [slf4j-api](https://github.com/qos-ch/slf4j) from 1.7.30 to 1.7.32.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/commits)

---
updated-dependencies:
- dependency-name: org.slf4j:slf4j-api
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 3b53575e..3333a420 100644
--- a/pom.xml
+++ b/pom.xml
@@ -250,7 +250,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.30</version>
+        <version>1.7.32</version>
     </dependency>
 
     <dependency>

From a3bba8b0bbaa67217dda2ec1368ea6358f5b0601 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 Jul 2021 21:03:28 +0000
Subject: [PATCH 319/364] Bump slf4j-simple from 1.7.30 to 1.7.32

Bumps [slf4j-simple](https://github.com/qos-ch/slf4j) from 1.7.30 to 1.7.32.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/commits)

---
updated-dependencies:
- dependency-name: org.slf4j:slf4j-simple
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 3333a420..05865e9a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -256,7 +256,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-simple</artifactId>
-        <version>1.7.30</version>
+        <version>1.7.32</version>
     </dependency>
 
     <dependency>

From 20e3c2e2052ad806905d24c3f15976dcea46f143 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 17 Aug 2021 09:39:03 -0300
Subject: [PATCH 320/364] prepare release 1.0.5

---
 README.md | 4 ++--
 pom.xml   | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 885d3eb8..b5651af6 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ Download a version of the tabula-java's jar, with all dependencies included, tha
 `tabula-java` provides a command line application:
 
 ```
-$ java -jar target/tabula-1.0.2-jar-with-dependencies.jar --help
+$ java -jar target/tabula-1.0.5-jar-with-dependencies.jar --help
 usage: tabula [-a <AREA>] [-b <DIRECTORY>] [-c <COLUMNS>] [-f <FORMAT>]
        [-g] [-h] [-i] [-l] [-n] [-o <OUTFILE>] [-p <PAGES>] [-r] [-s
        <PASSWORD>] [-t] [-u] [-v]
@@ -69,7 +69,7 @@ Tabula helps you extract tables from PDFs
  -v,--version               Print version and exit.
 ```
 
-It also includes a debugging tool, run `java -cp ./target/tabula-1.0.2-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
+It also includes a debugging tool, run `java -cp ./target/tabula-1.0.5-jar-with-dependencies.jar technology.tabula.debug.Debug -h` for the available options.
 
 You can also integrate `tabula-java` with any JVM language. For Java examples, see the [`tests`](src/test/java/technology/tabula/) folder.
 
diff --git a/pom.xml b/pom.xml
index 05865e9a..7cc0473a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.5-SNAPSHOT</version>
+    <version>1.0.5</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>

From adb7738c87f0019cf95519ff37b58e4d4992c51d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 17 Aug 2021 11:49:50 -0300
Subject: [PATCH 321/364] prepare for next release

---
 pom.xml                                             | 2 +-
 src/main/java/technology/tabula/CommandLineApp.java | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 7cc0473a..23aa7700 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2,7 +2,7 @@
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
-    <version>1.0.5</version>
+    <version>1.0.6-SNAPSHOT</version>
     <name>Tabula</name>
     <description>Extract tables from PDF files</description>
     <url>http://github.com/tabulapdf/tabula-java</url>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 0228df4b..4a771fb2 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -29,7 +29,7 @@
 
 public class CommandLineApp {
 
-    private static String VERSION = "1.0.5";
+    private static String VERSION = "1.0.6-SNAPSHOT";
     private static String VERSION_STRING = String.format("tabula %s (c) 2012-2020 Manuel Aristarán", VERSION);
     private static String BANNER = "\nTabula helps you extract tables from PDFs\n\n";
 

From 01c25598e050cbc1145c7fb3ce67b7d47a225dcd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Dec 2021 21:41:36 +0000
Subject: [PATCH 322/364] Bump pdfbox from 2.0.24 to 2.0.25

Bumps pdfbox from 2.0.24 to 2.0.25.

---
updated-dependencies:
- dependency-name: org.apache.pdfbox:pdfbox
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 23aa7700..6c66027c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.24</version>
+        <version>2.0.25</version>
     </dependency>
 
     <dependency>

From a5f59ed10699120fa827203c1f5fbeac6519f846 Mon Sep 17 00:00:00 2001
From: Tilman Hausherr <tilman@snafu.de>
Date: Thu, 23 Dec 2021 08:41:08 +0100
Subject: [PATCH 323/364] update pdfbox to latest version

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 23aa7700..6c66027c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.24</version>
+        <version>2.0.25</version>
     </dependency>
 
     <dependency>

From fa9363b322970a1665bfd16ba113f4a6f71ab431 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Jan 2022 21:43:51 +0000
Subject: [PATCH 324/364] Bump slf4j-api from 1.7.32 to 1.7.35

Bumps [slf4j-api](https://github.com/qos-ch/slf4j) from 1.7.32 to 1.7.35.
- [Release notes](https://github.com/qos-ch/slf4j/releases)
- [Commits](https://github.com/qos-ch/slf4j/compare/v_1.7.32...v_1.7.35)

---
updated-dependencies:
- dependency-name: org.slf4j:slf4j-api
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 6c66027c..e2947ada 100644
--- a/pom.xml
+++ b/pom.xml
@@ -250,7 +250,7 @@
     <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>slf4j-api</artifactId>
-        <version>1.7.32</version>
+        <version>1.7.35</version>
     </dependency>
 
     <dependency>

From d175879527e3c47980f631ac1797231562d01059 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 25 Jan 2022 18:59:56 -0300
Subject: [PATCH 325/364] goodbye travis, hello github actions

---
 .github/workflows/tests.yml | 17 +++++++++++++++++
 .travis.yml                 |  9 ---------
 2 files changed, 17 insertions(+), 9 deletions(-)
 create mode 100644 .github/workflows/tests.yml
 delete mode 100644 .travis.yml

diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 00000000..9fe8e8f8
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,17 @@
+name: Java CI
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up JDK 11
+        uses: actions/setup-java@v2
+        with:
+          java-version: '11'
+          distribution: 'adopt'
+      - name: Build with Maven
+        run: mvn --batch-mode test
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 7397abbf..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,9 +0,0 @@
-language: java
-install: mvn install -DskipTests=true -Dmaven.javadoc.skip=true -Dgpg.skip=true -B -V
-script: mvn test -Dgpg.skip=true
-jdk:
-  - openjdk8
-  - openjdk9
-  - openjdk10
-  - openjdk11
-sudo: false

From 1739fbf9915820109d4937963949b6f39b5f4ef8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 25 Jan 2022 19:03:21 -0300
Subject: [PATCH 326/364] goodbye appveyor

---
 appveyor.yml | 21 ---------------------
 1 file changed, 21 deletions(-)
 delete mode 100644 appveyor.yml

diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index b2c4a0ae..00000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-version: '{build}'
-install:
-  - ps: |
-      Add-Type -AssemblyName System.IO.Compression.FileSystem
-      if (!(Test-Path -Path "C:\maven\apache-maven-3.5.4" )) {
-        (new-object System.Net.WebClient).DownloadFile(
-          'http://www-us.apache.org/dist/maven/maven-3/3.5.4/binaries/apache-maven-3.5.4-bin.zip',
-          'C:\maven-bin.zip'
-        )
-        [System.IO.Compression.ZipFile]::ExtractToDirectory("C:\maven-bin.zip", "C:\maven")
-      }
-  - cmd: SET PATH=C:\maven\apache-maven-3.5.4\bin;%JAVA_HOME%\bin;%PATH%
-  - cmd: SET MAVEN_OPTS=-Xmx2g
-  - cmd: SET JAVA_OPTS=-Xmx2g
-build_script:
-  - mvn clean package -B -DskipTests -Dmaven.javadoc.skip=true
-test_script:
-  - mvn install -B -Dmaven.javadoc.skip=true -Dgpg.skip
-cache:
-  - C:\maven -> appveyor.yml
-  - C:\Users\appveyor\.m2 -> appveyor.yml

From 5f43a939ddec5f6b5adddf3a4d84def6eef9dfcf Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 25 Jan 2022 19:03:47 -0300
Subject: [PATCH 327/364] Remove Appveyor badge

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 27cbc770..8d3c8210 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java) [![Build status](https://ci.appveyor.com/api/projects/status/l5gym1mjhrd2v8yn?svg=true)](https://ci.appveyor.com/project/jazzido/tabula-java)
+tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?branch=master)](https://travis-ci.org/tabulapdf/tabula-java)
 ===========
 
 `tabula-java` is a library for extracting tables from PDF files — it is the table extraction engine that powers [Tabula](http://tabula.technology/) ([repo](http://github.com/tabulapdf/tabula)). You can use `tabula-java` as a command-line tool to programmatically extract tables from PDFs.

From ef23f62ad5bd3afb669d54950ffbb983346cc248 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 25 Jan 2022 19:06:02 -0300
Subject: [PATCH 328/364] cache maven deps

---
 .github/workflows/tests.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 9fe8e8f8..cf36b0ce 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -13,5 +13,6 @@ jobs:
         with:
           java-version: '11'
           distribution: 'adopt'
+          cache: maven
       - name: Build with Maven
         run: mvn --batch-mode test

From c6de348f4c5241d832b37130bcc4ee858ffd3e2a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 25 Jan 2022 19:06:26 -0300
Subject: [PATCH 329/364] windows test runner

---
 .github/workflows/tests-windows.yml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)
 create mode 100644 .github/workflows/tests-windows.yml

diff --git a/.github/workflows/tests-windows.yml b/.github/workflows/tests-windows.yml
new file mode 100644
index 00000000..4ff7f542
--- /dev/null
+++ b/.github/workflows/tests-windows.yml
@@ -0,0 +1,18 @@
+name: Java CI
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: windows-latest
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up JDK 11
+        uses: actions/setup-java@v2
+        with:
+          java-version: '11'
+          distribution: 'adopt'
+          cache: maven
+      - name: Build with Maven
+        run: mvn --batch-mode test

From 19ddc51b888c8f43a81c7862e2e126c377ec4f8d Mon Sep 17 00:00:00 2001
From: Martin Swanson <martin@opstream.io>
Date: Mon, 7 Mar 2022 18:38:20 +0000
Subject: [PATCH 330/364] add page number to JSON output

---
 src/main/java/technology/tabula/Table.java                     | 3 +++
 src/main/java/technology/tabula/TableWithRulingLines.java      | 3 ++-
 .../technology/tabula/extractors/BasicExtractionAlgorithm.java | 1 +
 .../tabula/extractors/SpreadsheetExtractionAlgorithm.java      | 2 +-
 src/main/java/technology/tabula/json/TableSerializer.java      | 1 +
 5 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/main/java/technology/tabula/Table.java b/src/main/java/technology/tabula/Table.java
index c031c9ed..1e73bedf 100644
--- a/src/main/java/technology/tabula/Table.java
+++ b/src/main/java/technology/tabula/Table.java
@@ -23,11 +23,14 @@ public Table(ExtractionAlgorithm extractionAlgorithm) {
 
 	private int rowCount = 0;
 	private int colCount = 0;
+	private int pageNumber = 0;
 
 	/* visible for testing */ final TreeMap<CellPosition, RectangularTextContainer> cells = new TreeMap<>();
 
 	public int getRowCount() { return rowCount; }
 	public int getColCount() { return colCount; }
+	public int getPageNumber() { return pageNumber; }
+	public void setPageNumber(int pageNumber) {	this.pageNumber = pageNumber; }
 
 	public String getExtractionMethod() { return extractionMethod; }
 
diff --git a/src/main/java/technology/tabula/TableWithRulingLines.java b/src/main/java/technology/tabula/TableWithRulingLines.java
index c119f191..cde0ce72 100644
--- a/src/main/java/technology/tabula/TableWithRulingLines.java
+++ b/src/main/java/technology/tabula/TableWithRulingLines.java
@@ -14,12 +14,13 @@ public class TableWithRulingLines extends Table {
     List<Ruling> verticalRulings, horizontalRulings;
     RectangleSpatialIndex<Cell> si = new RectangleSpatialIndex<>();
     
-    public TableWithRulingLines(Rectangle area, List<Cell> cells, List<Ruling> horizontalRulings, List<Ruling> verticalRulings, ExtractionAlgorithm extractionAlgorithm) {
+    public TableWithRulingLines(Rectangle area, List<Cell> cells, List<Ruling> horizontalRulings, List<Ruling> verticalRulings, ExtractionAlgorithm extractionAlgorithm, int pageNumber) {
         super(extractionAlgorithm);
         this.setRect(area);
         this.verticalRulings = verticalRulings;
         this.horizontalRulings = horizontalRulings;
         this.addCells(cells);
+        this.setPageNumber(pageNumber);
     }
     
     private void addCells(List<Cell> cells) {
diff --git a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
index 246c5342..ed2e78e3 100644
--- a/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/BasicExtractionAlgorithm.java
@@ -65,6 +65,7 @@ public int compare(Ruling arg0, Ruling arg1) {
         
         Table table = new Table(this);
         table.setRect(page.getLeft(), page.getTop(), page.getWidth(), page.getHeight());
+        table.setPageNumber(page.getPageNumber());
 
         for (int i = 0; i < lines.size(); i++) {
             Line line = lines.get(i);
diff --git a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
index 44998cfb..5b4af3d5 100644
--- a/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
+++ b/src/main/java/technology/tabula/extractors/SpreadsheetExtractionAlgorithm.java
@@ -88,7 +88,7 @@ else if (r.vertical()) {
                 }
             }
                         
-            TableWithRulingLines t = new TableWithRulingLines(area, overlappingCells, horizontalOverlappingRulings, verticalOverlappingRulings, this);
+            TableWithRulingLines t = new TableWithRulingLines(area, overlappingCells, horizontalOverlappingRulings, verticalOverlappingRulings, this, page.getPageNumber());
             spreadsheets.add(t);
         }
         Utils.sort(spreadsheets, Rectangle.ILL_DEFINED_ORDER);
diff --git a/src/main/java/technology/tabula/json/TableSerializer.java b/src/main/java/technology/tabula/json/TableSerializer.java
index 2ba20bcd..0caaf0e5 100644
--- a/src/main/java/technology/tabula/json/TableSerializer.java
+++ b/src/main/java/technology/tabula/json/TableSerializer.java
@@ -24,6 +24,7 @@ public JsonElement serialize(Table table, Type type, JsonSerializationContext co
         JsonArray data = new JsonArray();
 
         json.addProperty("extraction_method", table.getExtractionMethod());
+        json.addProperty("page_number", table.getPageNumber());
         json.addProperty("top", table.getTop());
         json.addProperty("left", table.getLeft());
         json.addProperty("width", table.getWidth());

From 56cd71313f288b55d1a50ee222e821e2497df1a6 Mon Sep 17 00:00:00 2001
From: Martin Swanson <martin@opstream.io>
Date: Mon, 7 Mar 2022 19:48:46 +0000
Subject: [PATCH 331/364] tests passing

---
 src/test/resources/technology/tabula/json/AnimalSounds1.json    | 2 +-
 .../tabula/json/argentina_diputados_voting_record.json          | 2 +-
 src/test/resources/technology/tabula/json/schools.json          | 2 +-
 src/test/resources/technology/tabula/json/spanning_cells.json   | 2 +-
 .../resources/technology/tabula/json/spanning_cells_basic.json  | 2 +-
 src/test/resources/technology/tabula/json/twotables.json        | 2 +-
 6 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/test/resources/technology/tabula/json/AnimalSounds1.json b/src/test/resources/technology/tabula/json/AnimalSounds1.json
index c13c6759..8511b786 100644
--- a/src/test/resources/technology/tabula/json/AnimalSounds1.json
+++ b/src/test/resources/technology/tabula/json/AnimalSounds1.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":0.006499578,"left":56.8,"width":241.1999969482422,"height":315.36407470703125,"right":298.0,"bottom":315.37057,"data":[[{"top":0.006499578,"left":56.8,"width":79.19999694824219,"height":95.31405639648438,"text":"Animal"},{"top":0.006499578,"left":136.0,"width":61.0,"height":95.31405639648438,"text":"Action"},{"top":0.006499578,"left":197.0,"width":101.0,"height":95.31405639648438,"text":"Result"}],[{"top":95.32056,"left":56.8,"width":79.19999694824219,"height":23.050010681152344,"text":"Cat"},{"top":95.32056,"left":136.0,"width":61.0,"height":23.050010681152344,"text":"Says"},{"top":95.32056,"left":197.0,"width":101.0,"height":23.050010681152344,"text":"Meow"}],[{"top":118.37057,"left":56.8,"width":79.19999694824219,"height":63.99999237060547,"text":"Parastratiosph\recomyiastratio\rsphecomyioid\res"},{"top":118.37057,"left":136.0,"width":61.0,"height":63.99999237060547,"text":"Says"},{"top":118.37057,"left":197.0,"width":101.0,"height":63.99999237060547,"text":"bzzzzzzz"}],[{"top":182.37056,"left":56.8,"width":79.19999694824219,"height":133.00001525878906,"text":"Fox"},{"top":182.37056,"left":136.0,"width":61.0,"height":133.00001525878906,"text":"Says"},{"top":182.37056,"left":197.0,"width":101.0,"height":133.00001525878906,"text":"Ring-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding"}]]},{"extraction_method":"lattice","top":0.006499578,"left":313.35715,"width":241.55941772460938,"height":259.2640380859375,"right":554.91656,"bottom":259.27054,"data":[[{"top":0.006499578,"left":313.35715,"width":77.64285278320312,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":391.0,"width":66.0,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":457.0,"width":97.91656494140625,"height":72.26405334472656,"text":""}],[{"top":72.27055,"left":313.35715,"width":77.64285278320312,"height":23.050003051757812,"text":"Animal"},{"top":72.27055,"left":391.0,"width":66.0,"height":23.050003051757812,"text":"Action"},{"top":72.27055,"left":457.0,"width":97.91656494140625,"height":23.050003051757812,"text":"Result"}],[{"top":95.32056,"left":313.35715,"width":77.64285278320312,"height":35.94999694824219,"text":"Dogs/wolves/\rMore dogs"},{"top":95.32056,"left":391.0,"width":66.0,"height":35.94999694824219,"text":"Says"},{"top":95.32056,"left":457.0,"width":97.91656494140625,"height":35.94999694824219,"text":"Bow-wow/\rruff-ruff"}],[{"top":131.27055,"left":313.35715,"width":77.64285278320312,"height":36.40000915527344,"text":"Donkey"},{"top":131.27055,"left":391.0,"width":66.0,"height":36.40000915527344,"text":"Says"},{"top":131.27055,"left":457.0,"width":97.91656494140625,"height":36.40000915527344,"text":"Hee-Haw Hee-\rHaw"}],[{"top":167.67056,"left":313.35715,"width":77.64285278320312,"height":91.5999755859375,"text":"Fox"},{"top":167.67056,"left":391.0,"width":66.0,"height":91.5999755859375,"text":"Says"},{"top":167.67056,"left":457.0,"width":97.91656494140625,"height":91.5999755859375,"text":"Wa-pa-pa-pa-\rpa-pa-pow\rWa-pa-pa-pa-\rpa-pow\rWa-pa-pa-pa-\rpa-pa-pow"}]]}]
+[{"extraction_method":"lattice","page_number":1,"top":0.006499578,"left":56.8,"width":241.1999969482422,"height":315.36407470703125,"right":298.0,"bottom":315.37057,"data":[[{"top":0.006499578,"left":56.8,"width":79.19999694824219,"height":95.31405639648438,"text":"Animal"},{"top":0.006499578,"left":136.0,"width":61.0,"height":95.31405639648438,"text":"Action"},{"top":0.006499578,"left":197.0,"width":101.0,"height":95.31405639648438,"text":"Result"}],[{"top":95.32056,"left":56.8,"width":79.19999694824219,"height":23.050010681152344,"text":"Cat"},{"top":95.32056,"left":136.0,"width":61.0,"height":23.050010681152344,"text":"Says"},{"top":95.32056,"left":197.0,"width":101.0,"height":23.050010681152344,"text":"Meow"}],[{"top":118.37057,"left":56.8,"width":79.19999694824219,"height":63.99999237060547,"text":"Parastratiosph\recomyiastratio\rsphecomyioid\res"},{"top":118.37057,"left":136.0,"width":61.0,"height":63.99999237060547,"text":"Says"},{"top":118.37057,"left":197.0,"width":101.0,"height":63.99999237060547,"text":"bzzzzzzz"}],[{"top":182.37056,"left":56.8,"width":79.19999694824219,"height":133.00001525878906,"text":"Fox"},{"top":182.37056,"left":136.0,"width":61.0,"height":133.00001525878906,"text":"Says"},{"top":182.37056,"left":197.0,"width":101.0,"height":133.00001525878906,"text":"Ring-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding\rGering-\rdingdingdingd\ringeringeding"}]]},{"extraction_method":"lattice","page_number":1,"top":0.006499578,"left":313.35715,"width":241.55941772460938,"height":259.2640380859375,"right":554.91656,"bottom":259.27054,"data":[[{"top":0.006499578,"left":313.35715,"width":77.64285278320312,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":391.0,"width":66.0,"height":72.26405334472656,"text":""},{"top":0.006499578,"left":457.0,"width":97.91656494140625,"height":72.26405334472656,"text":""}],[{"top":72.27055,"left":313.35715,"width":77.64285278320312,"height":23.050003051757812,"text":"Animal"},{"top":72.27055,"left":391.0,"width":66.0,"height":23.050003051757812,"text":"Action"},{"top":72.27055,"left":457.0,"width":97.91656494140625,"height":23.050003051757812,"text":"Result"}],[{"top":95.32056,"left":313.35715,"width":77.64285278320312,"height":35.94999694824219,"text":"Dogs/wolves/\rMore dogs"},{"top":95.32056,"left":391.0,"width":66.0,"height":35.94999694824219,"text":"Says"},{"top":95.32056,"left":457.0,"width":97.91656494140625,"height":35.94999694824219,"text":"Bow-wow/\rruff-ruff"}],[{"top":131.27055,"left":313.35715,"width":77.64285278320312,"height":36.40000915527344,"text":"Donkey"},{"top":131.27055,"left":391.0,"width":66.0,"height":36.40000915527344,"text":"Says"},{"top":131.27055,"left":457.0,"width":97.91656494140625,"height":36.40000915527344,"text":"Hee-Haw Hee-\rHaw"}],[{"top":167.67056,"left":313.35715,"width":77.64285278320312,"height":91.5999755859375,"text":"Fox"},{"top":167.67056,"left":391.0,"width":66.0,"height":91.5999755859375,"text":"Says"},{"top":167.67056,"left":457.0,"width":97.91656494140625,"height":91.5999755859375,"text":"Wa-pa-pa-pa-\rpa-pa-pow\rWa-pa-pa-pa-\rpa-pow\rWa-pa-pa-pa-\rpa-pa-pow"}]]}]
diff --git a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
index 21ad2880..fb2d478e 100644
--- a/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
+++ b/src/test/resources/technology/tabula/json/argentina_diputados_voting_record.json
@@ -1 +1 @@
-{"extraction_method":"stream","top":269.875,"left":12.75,"width":548.25,"height":520.625,"right":561.0,"bottom":790.5,"data":[[{"top":281.82,"left":28.56,"width":175.21029663085938,"height":4.5,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":281.82,"left":213.72,"width":108.25027465820312,"height":4.5,"text":"Frente Cívico por Santiago"},{"top":282.54,"left":397.56,"width":79.69027709960938,"height":4.5,"text":"Santiago del Estero"},{"top":281.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":298.26,"left":28.56,"width":141.71029663085938,"height":4.5,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":298.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":299.1,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":298.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":314.82,"left":28.56,"width":83.75028228759766,"height":4.5,"text":"ALONSO, María Luz"},{"top":314.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":315.54,"left":397.56,"width":42.250274658203125,"height":4.5,"text":"La Pampa"},{"top":314.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":331.26,"left":28.56,"width":84.25028228759766,"height":4.5,"text":"ARENA, Celia Isabel"},{"top":331.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":332.1,"left":397.56,"width":37.690277099609375,"height":4.5,"text":"Santa Fe"},{"top":331.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":347.82,"left":28.56,"width":110.29029846191406,"height":4.5,"text":"ARREGUI, Andrés Roberto"},{"top":347.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":348.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":347.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":364.26,"left":28.56,"width":115.69029235839844,"height":4.5,"text":"AVOSCAN, Herman Horacio"},{"top":364.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":365.1,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":364.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":380.82,"left":28.56,"width":95.6902847290039,"height":4.5,"text":"BALCEDO, María Ester"},{"top":380.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":381.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":380.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":397.26,"left":28.56,"width":127.69029235839844,"height":4.5,"text":"BARRANDEGUY, Raúl Enrique"},{"top":397.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":398.1,"left":397.56,"width":43.6702880859375,"height":4.5,"text":"Entre Ríos"},{"top":397.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":413.82,"left":28.56,"width":106.69029235839844,"height":4.5,"text":"BASTERRA, Luis Eugenio"},{"top":413.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":414.54,"left":397.56,"width":36.73028564453125,"height":4.5,"text":"Formosa"},{"top":413.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":430.26,"left":28.56,"width":92.21028137207031,"height":4.5,"text":"BEDANO, Nora Esther"},{"top":430.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":431.1,"left":397.56,"width":35.6602783203125,"height":4.5,"text":"Córdoba"},{"top":430.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":446.82,"left":28.56,"width":100.69029235839844,"height":4.5,"text":"BERNAL, María Eugenia"},{"top":446.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":447.54,"left":397.56,"width":22.200286865234375,"height":4.5,"text":"Jujuy"},{"top":446.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":463.26,"left":28.56,"width":112.21029663085938,"height":4.5,"text":"BERTONE, Rosana Andrea"},{"top":463.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":464.1,"left":397.56,"width":67.21026611328125,"height":4.5,"text":"Tierra del Fuego"},{"top":463.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":479.82,"left":28.56,"width":114.73028564453125,"height":4.5,"text":"BIANCHI, María del Carmen"},{"top":479.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":480.54,"left":397.56,"width":74.6702880859375,"height":4.5,"text":"Cdad. Aut. Bs. As."},{"top":479.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":496.26,"left":28.56,"width":115.19029235839844,"height":4.5,"text":"BIDEGAIN, Gloria Mercedes"},{"top":496.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":497.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":496.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":512.82,"left":28.56,"width":66.25028228759766,"height":4.5,"text":"BRAWER, Mara"},{"top":512.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":513.54,"left":397.56,"width":74.6702880859375,"height":4.5,"text":"Cdad. Aut. Bs. As."},{"top":512.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":529.26,"left":28.56,"width":90.73028564453125,"height":4.5,"text":"BRILLO, José Ricardo"},{"top":529.26,"left":213.72,"width":121.81027221679688,"height":4.5,"text":"Movimiento Popular Neuquino"},{"top":530.1,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":529.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":545.82,"left":28.56,"width":120.73028564453125,"height":4.5,"text":"BROMBERG, Isaac Benjamín"},{"top":545.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":546.54,"left":397.56,"width":38.6602783203125,"height":4.5,"text":"Tucumán"},{"top":545.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":562.26,"left":28.56,"width":89.7702865600586,"height":4.5,"text":"BRUE, Daniel Agustín"},{"top":562.26,"left":213.72,"width":108.25027465820312,"height":4.5,"text":"Frente Cívico por Santiago"},{"top":563.1,"left":397.56,"width":79.69027709960938,"height":4.5,"text":"Santiago del Estero"},{"top":562.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":578.82,"left":28.56,"width":72.23028564453125,"height":4.5,"text":"CALCAGNO, Eric"},{"top":578.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":579.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":578.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":595.26,"left":28.56,"width":114.73028564453125,"height":4.5,"text":"CARLOTTO, Remo Gerardo"},{"top":595.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":596.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":595.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":611.82,"left":28.56,"width":122.1702880859375,"height":4.5,"text":"CARMONA, Guillermo Ramón"},{"top":611.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":612.54,"left":397.56,"width":38.1602783203125,"height":4.5,"text":"Mendoza"},{"top":611.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":628.26,"left":28.56,"width":124.73028564453125,"height":4.5,"text":"CATALAN MAGNI, Julio César"},{"top":628.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":629.1,"left":397.56,"width":67.21026611328125,"height":4.5,"text":"Tierra del Fuego"},{"top":628.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":644.82,"left":28.56,"width":88.6902847290039,"height":4.5,"text":"CEJAS, Jorge Alberto"},{"top":644.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":645.54,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":644.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":661.26,"left":28.56,"width":89.7702865600586,"height":4.5,"text":"CHIENO, María Elena"},{"top":661.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":662.1,"left":397.56,"width":42.72027587890625,"height":4.5,"text":"Corrientes"},{"top":661.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":677.82,"left":28.56,"width":96.25028228759766,"height":4.5,"text":"CIAMPINI, José Alberto"},{"top":677.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":678.54,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":677.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":694.26,"left":28.56,"width":131.77029418945312,"height":4.5,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":694.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":695.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":694.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":710.82,"left":28.56,"width":62.15028381347656,"height":4.5,"text":"CLERI, Marcos"},{"top":710.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":711.54,"left":397.56,"width":37.690277099609375,"height":4.5,"text":"Santa Fe"},{"top":710.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":727.26,"left":28.56,"width":101.77029418945312,"height":4.5,"text":"COMELLI, Alicia Marcela"},{"top":727.26,"left":213.72,"width":121.81027221679688,"height":4.5,"text":"Movimiento Popular Neuquino"},{"top":728.1,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":727.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":743.82,"left":28.56,"width":88.1902847290039,"height":4.5,"text":"CONTI, Diana Beatriz"},{"top":743.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":744.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":743.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":760.26,"left":28.56,"width":98.75028228759766,"height":4.5,"text":"CORDOBA, Stella Maris"},{"top":760.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":761.1,"left":397.56,"width":38.6602783203125,"height":4.5,"text":"Tucumán"},{"top":760.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":776.82,"left":28.56,"width":105.25028991699219,"height":4.5,"text":"CURRILEN, Oscar Rubén"},{"top":776.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":777.54,"left":397.56,"width":30.2802734375,"height":4.5,"text":"Chubut"},{"top":776.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}]]}
\ No newline at end of file
+{"extraction_method":"stream","page_number":1,"top":269.875,"left":12.75,"width":548.25,"height":520.625,"right":561.0,"bottom":790.5,"data":[[{"top":281.82,"left":28.56,"width":175.21029663085938,"height":4.5,"text":"ABDALA de MATARAZZO, Norma Amanda"},{"top":281.82,"left":213.72,"width":108.25027465820312,"height":4.5,"text":"Frente Cívico por Santiago"},{"top":282.54,"left":397.56,"width":79.69027709960938,"height":4.5,"text":"Santiago del Estero"},{"top":281.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":298.26,"left":28.56,"width":141.71029663085938,"height":4.5,"text":"ALBRIEU, Oscar Edmundo Nicolas"},{"top":298.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":299.1,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":298.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":314.82,"left":28.56,"width":83.75028228759766,"height":4.5,"text":"ALONSO, María Luz"},{"top":314.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":315.54,"left":397.56,"width":42.250274658203125,"height":4.5,"text":"La Pampa"},{"top":314.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":331.26,"left":28.56,"width":84.25028228759766,"height":4.5,"text":"ARENA, Celia Isabel"},{"top":331.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":332.1,"left":397.56,"width":37.690277099609375,"height":4.5,"text":"Santa Fe"},{"top":331.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":347.82,"left":28.56,"width":110.29029846191406,"height":4.5,"text":"ARREGUI, Andrés Roberto"},{"top":347.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":348.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":347.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":364.26,"left":28.56,"width":115.69029235839844,"height":4.5,"text":"AVOSCAN, Herman Horacio"},{"top":364.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":365.1,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":364.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":380.82,"left":28.56,"width":95.6902847290039,"height":4.5,"text":"BALCEDO, María Ester"},{"top":380.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":381.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":380.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":397.26,"left":28.56,"width":127.69029235839844,"height":4.5,"text":"BARRANDEGUY, Raúl Enrique"},{"top":397.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":398.1,"left":397.56,"width":43.6702880859375,"height":4.5,"text":"Entre Ríos"},{"top":397.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":413.82,"left":28.56,"width":106.69029235839844,"height":4.5,"text":"BASTERRA, Luis Eugenio"},{"top":413.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":414.54,"left":397.56,"width":36.73028564453125,"height":4.5,"text":"Formosa"},{"top":413.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":430.26,"left":28.56,"width":92.21028137207031,"height":4.5,"text":"BEDANO, Nora Esther"},{"top":430.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":431.1,"left":397.56,"width":35.6602783203125,"height":4.5,"text":"Córdoba"},{"top":430.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":446.82,"left":28.56,"width":100.69029235839844,"height":4.5,"text":"BERNAL, María Eugenia"},{"top":446.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":447.54,"left":397.56,"width":22.200286865234375,"height":4.5,"text":"Jujuy"},{"top":446.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":463.26,"left":28.56,"width":112.21029663085938,"height":4.5,"text":"BERTONE, Rosana Andrea"},{"top":463.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":464.1,"left":397.56,"width":67.21026611328125,"height":4.5,"text":"Tierra del Fuego"},{"top":463.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":479.82,"left":28.56,"width":114.73028564453125,"height":4.5,"text":"BIANCHI, María del Carmen"},{"top":479.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":480.54,"left":397.56,"width":74.6702880859375,"height":4.5,"text":"Cdad. Aut. Bs. As."},{"top":479.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":496.26,"left":28.56,"width":115.19029235839844,"height":4.5,"text":"BIDEGAIN, Gloria Mercedes"},{"top":496.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":497.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":496.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":512.82,"left":28.56,"width":66.25028228759766,"height":4.5,"text":"BRAWER, Mara"},{"top":512.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":513.54,"left":397.56,"width":74.6702880859375,"height":4.5,"text":"Cdad. Aut. Bs. As."},{"top":512.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":529.26,"left":28.56,"width":90.73028564453125,"height":4.5,"text":"BRILLO, José Ricardo"},{"top":529.26,"left":213.72,"width":121.81027221679688,"height":4.5,"text":"Movimiento Popular Neuquino"},{"top":530.1,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":529.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":545.82,"left":28.56,"width":120.73028564453125,"height":4.5,"text":"BROMBERG, Isaac Benjamín"},{"top":545.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":546.54,"left":397.56,"width":38.6602783203125,"height":4.5,"text":"Tucumán"},{"top":545.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":562.26,"left":28.56,"width":89.7702865600586,"height":4.5,"text":"BRUE, Daniel Agustín"},{"top":562.26,"left":213.72,"width":108.25027465820312,"height":4.5,"text":"Frente Cívico por Santiago"},{"top":563.1,"left":397.56,"width":79.69027709960938,"height":4.5,"text":"Santiago del Estero"},{"top":562.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":578.82,"left":28.56,"width":72.23028564453125,"height":4.5,"text":"CALCAGNO, Eric"},{"top":578.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":579.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":578.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":595.26,"left":28.56,"width":114.73028564453125,"height":4.5,"text":"CARLOTTO, Remo Gerardo"},{"top":595.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":596.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":595.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":611.82,"left":28.56,"width":122.1702880859375,"height":4.5,"text":"CARMONA, Guillermo Ramón"},{"top":611.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":612.54,"left":397.56,"width":38.1602783203125,"height":4.5,"text":"Mendoza"},{"top":611.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":628.26,"left":28.56,"width":124.73028564453125,"height":4.5,"text":"CATALAN MAGNI, Julio César"},{"top":628.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":629.1,"left":397.56,"width":67.21026611328125,"height":4.5,"text":"Tierra del Fuego"},{"top":628.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":644.82,"left":28.56,"width":88.6902847290039,"height":4.5,"text":"CEJAS, Jorge Alberto"},{"top":644.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":645.54,"left":397.56,"width":41.6602783203125,"height":4.5,"text":"Rio Negro"},{"top":644.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":661.26,"left":28.56,"width":89.7702865600586,"height":4.5,"text":"CHIENO, María Elena"},{"top":661.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":662.1,"left":397.56,"width":42.72027587890625,"height":4.5,"text":"Corrientes"},{"top":661.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":677.82,"left":28.56,"width":96.25028228759766,"height":4.5,"text":"CIAMPINI, José Alberto"},{"top":677.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":678.54,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":677.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":694.26,"left":28.56,"width":131.77029418945312,"height":4.5,"text":"CIGOGNA, Luis Francisco Jorge"},{"top":694.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":695.1,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":694.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":710.82,"left":28.56,"width":62.15028381347656,"height":4.5,"text":"CLERI, Marcos"},{"top":710.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":711.54,"left":397.56,"width":37.690277099609375,"height":4.5,"text":"Santa Fe"},{"top":710.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":727.26,"left":28.56,"width":101.77029418945312,"height":4.5,"text":"COMELLI, Alicia Marcela"},{"top":727.26,"left":213.72,"width":121.81027221679688,"height":4.5,"text":"Movimiento Popular Neuquino"},{"top":728.1,"left":397.56,"width":37.700286865234375,"height":4.5,"text":"Neuquén"},{"top":727.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":743.82,"left":28.56,"width":88.1902847290039,"height":4.5,"text":"CONTI, Diana Beatriz"},{"top":743.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":744.54,"left":397.56,"width":54.71026611328125,"height":4.5,"text":"Buenos Aires"},{"top":743.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":760.26,"left":28.56,"width":98.75028228759766,"height":4.5,"text":"CORDOBA, Stella Maris"},{"top":760.26,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":761.1,"left":397.56,"width":38.6602783203125,"height":4.5,"text":"Tucumán"},{"top":760.26,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}],[{"top":776.82,"left":28.56,"width":105.25028991699219,"height":4.5,"text":"CURRILEN, Oscar Rubén"},{"top":776.82,"left":213.72,"width":108.23028564453125,"height":4.5,"text":"Frente para la Victoria - PJ"},{"top":777.54,"left":397.56,"width":30.2802734375,"height":4.5,"text":"Chubut"},{"top":776.82,"left":494.04,"width":54.999969482421875,"height":4.5,"text":"AFIRMATIVO"}]]}
\ No newline at end of file
diff --git a/src/test/resources/technology/tabula/json/schools.json b/src/test/resources/technology/tabula/json/schools.json
index 57544ff0..d251bb20 100644
--- a/src/test/resources/technology/tabula/json/schools.json
+++ b/src/test/resources/technology/tabula/json/schools.json
@@ -1 +1 @@
-{"extraction_method":"lattice","top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"right":762.30035,"bottom":538.26,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91128540039062,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.50002,"width":69.71998596191406,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91128540039062,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.50002,"width":69.71998596191406,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91128540039062,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.50002,"width":69.71998596191406,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91128540039062,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.50002,"width":69.71998596191406,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91128540039062,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.50002,"width":69.71998596191406,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91128540039062,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.50002,"width":69.71998596191406,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91128540039062,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.50002,"width":69.71998596191406,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cohen"},{"top":397.86,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":408.63998,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":408.63998,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Commers"},{"top":408.63998,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Beth"},{"top":408.63998,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2294 Commonwealth Ave"},{"top":408.63998,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St Paul"},{"top":408.63998,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":408.63998,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":408.63998,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":"Self Employed"},{"top":408.63998,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":"Homemaker"},{"top":408.63998,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"8/1/2012"},{"top":408.63998,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91128540039062,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.50002,"width":69.71998596191406,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91128540039062,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.50002,"width":69.71998596191406,"height":10.780059814453125,"text":"Florence M.  /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence‐teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91128540039062,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.50002,"width":69.71998596191406,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91128540039062,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.50002,"width":69.71998596191406,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
+{"extraction_method":"lattice","page_number":1,"top":54.315777,"left":16.97,"width":745.3303833007812,"height":483.9442443847656,"right":762.30035,"bottom":538.26,"data":[[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":54.315777,"left":18.588728,"width":153.91128540039062,"height":8.744216918945312,"text":"Last Name"},{"top":54.315777,"left":172.50002,"width":69.71998596191406,"height":8.744216918945312,"text":"First Name"},{"top":54.315777,"left":242.22,"width":104.760009765625,"height":8.744216918945312,"text":"Address"},{"top":54.315777,"left":346.98,"width":70.80001831054688,"height":8.744216918945312,"text":"City"},{"top":54.315777,"left":417.78003,"width":20.87994384765625,"height":8.744216918945312,"text":"State"},{"top":54.315777,"left":438.65997,"width":49.91998291015625,"height":8.744216918945312,"text":"Zip"},{"top":54.315777,"left":488.57996,"width":78.47998046875,"height":8.744216918945312,"text":"Occupation"},{"top":54.315777,"left":567.05994,"width":106.4400634765625,"height":8.744216918945312,"text":"Employer"},{"top":54.315777,"left":673.5,"width":45.52001953125,"height":8.744216918945312,"text":"Date"},{"top":54.315777,"left":719.02,"width":43.28033447265625,"height":8.744216918945312,"text":"Amount"}],[{"top":63.059994,"left":16.97,"width":1.6187286376953125,"height":10.799991607666016,"text":""},{"top":63.059994,"left":18.588728,"width":153.91128540039062,"height":10.799991607666016,"text":"Lidstad"},{"top":63.059994,"left":172.50002,"width":69.71998596191406,"height":10.799991607666016,"text":"Dick \u0026 Peg"},{"top":63.059994,"left":242.22,"width":104.760009765625,"height":10.799991607666016,"text":"62 Mississippi River Blvd N"},{"top":63.059994,"left":346.98,"width":70.80001831054688,"height":10.799991607666016,"text":"Saint Paul"},{"top":63.059994,"left":417.78003,"width":20.87994384765625,"height":10.799991607666016,"text":"MN"},{"top":63.059994,"left":438.65997,"width":49.91998291015625,"height":10.799991607666016,"text":"55104"},{"top":63.059994,"left":488.57996,"width":78.47998046875,"height":10.799991607666016,"text":"retired"},{"top":63.059994,"left":567.05994,"width":106.4400634765625,"height":10.799991607666016,"text":""},{"top":63.059994,"left":673.5,"width":45.52001953125,"height":10.799991607666016,"text":"10/12/2012"},{"top":63.059994,"left":719.02,"width":43.28033447265625,"height":10.799991607666016,"text":"60.00"}],[{"top":73.859985,"left":16.97,"width":1.6187286376953125,"height":10.800025939941406,"text":""},{"top":73.859985,"left":18.588728,"width":153.91128540039062,"height":10.800025939941406,"text":"Strom"},{"top":73.859985,"left":172.50002,"width":69.71998596191406,"height":10.800025939941406,"text":"Pam"},{"top":73.859985,"left":242.22,"width":104.760009765625,"height":10.800025939941406,"text":"1229 Hague Ave"},{"top":73.859985,"left":346.98,"width":70.80001831054688,"height":10.800025939941406,"text":"St. Paul"},{"top":73.859985,"left":417.78003,"width":20.87994384765625,"height":10.800025939941406,"text":"MN"},{"top":73.859985,"left":438.65997,"width":49.91998291015625,"height":10.800025939941406,"text":"55104"},{"top":73.859985,"left":488.57996,"width":78.47998046875,"height":10.800025939941406,"text":""},{"top":73.859985,"left":567.05994,"width":106.4400634765625,"height":10.800025939941406,"text":""},{"top":73.859985,"left":673.5,"width":45.52001953125,"height":10.800025939941406,"text":"9/12/2012"},{"top":73.859985,"left":719.02,"width":43.28033447265625,"height":10.800025939941406,"text":"60.00"}],[{"top":84.66001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":84.66001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Seeba"},{"top":84.66001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Louise \u0026 Paul"},{"top":84.66001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"1399 Sheldon St"},{"top":84.66001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":84.66001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":84.66001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55108"},{"top":84.66001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"BOE"},{"top":84.66001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"City of Saint Paul"},{"top":84.66001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/12/2012"},{"top":84.66001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":95.46001,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":95.46001,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Schumacher / Bales"},{"top":95.46001,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Douglas L. / Patricia"},{"top":95.46001,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"948 County Rd. D W"},{"top":95.46001,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"Saint Paul"},{"top":95.46001,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":95.46001,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55126"},{"top":95.46001,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":""},{"top":95.46001,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":""},{"top":95.46001,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"10/13/2012"},{"top":95.46001,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"60.00"}],[{"top":106.26,"left":16.97,"width":1.6187286376953125,"height":10.799995422363281,"text":""},{"top":106.26,"left":18.588728,"width":153.91128540039062,"height":10.799995422363281,"text":"Abrams"},{"top":106.26,"left":172.50002,"width":69.71998596191406,"height":10.799995422363281,"text":"Marjorie"},{"top":106.26,"left":242.22,"width":104.760009765625,"height":10.799995422363281,"text":"238 8th St east"},{"top":106.26,"left":346.98,"width":70.80001831054688,"height":10.799995422363281,"text":"St Paul"},{"top":106.26,"left":417.78003,"width":20.87994384765625,"height":10.799995422363281,"text":"MN"},{"top":106.26,"left":438.65997,"width":49.91998291015625,"height":10.799995422363281,"text":"55101"},{"top":106.26,"left":488.57996,"width":78.47998046875,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":567.05994,"width":106.4400634765625,"height":10.799995422363281,"text":"Retired"},{"top":106.26,"left":673.5,"width":45.52001953125,"height":10.799995422363281,"text":"8/8/2012"},{"top":106.26,"left":719.02,"width":43.28033447265625,"height":10.799995422363281,"text":"75.00"}],[{"top":117.06,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":117.06,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Crouse / Schroeder"},{"top":117.06,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Abigail / Jonathan"},{"top":117.06,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1545 Branston St."},{"top":117.06,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":117.06,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":117.06,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55108"},{"top":117.06,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":""},{"top":117.06,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":117.06,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":117.06,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"75.00"}],[{"top":127.859985,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":127.859985,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"O\u0027Connell"},{"top":127.859985,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Jean"},{"top":127.859985,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"888 Ivy Ave W."},{"top":127.859985,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Saint Paul"},{"top":127.859985,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":127.859985,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55117"},{"top":127.859985,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":""},{"top":127.859985,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":127.859985,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/30/2012"},{"top":127.859985,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":138.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":138.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Reese"},{"top":138.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheri A"},{"top":138.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"981 Davern St."},{"top":138.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":138.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":138.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55116"},{"top":138.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Public Relations"},{"top":138.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Far North Spirits"},{"top":138.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/3/2012"},{"top":138.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"75.00"}],[{"top":149.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":149.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Serrano"},{"top":149.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Luz Maria"},{"top":149.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"5559 Park Place Drive"},{"top":149.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Shoreview"},{"top":149.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":149.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55126"},{"top":149.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"retired"},{"top":149.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":149.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":149.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"75.00"}],[{"top":160.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":160.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Alsiddiqui"},{"top":160.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Jaber"},{"top":160.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"13056 Euclid Ave"},{"top":160.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Apple Valley"},{"top":160.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":160.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55124"},{"top":160.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"SPPS budget analyst"},{"top":160.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":160.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":160.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":171.06,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":171.06,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Andrastek"},{"top":171.06,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"John"},{"top":171.06,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"774 Ashland Ave"},{"top":171.06,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"St Paul"},{"top":171.06,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":171.06,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55104"},{"top":171.06,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"asst principal"},{"top":171.06,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":"SPPS"},{"top":171.06,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"8/22/2012"},{"top":171.06,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":181.86,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":181.86,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Anfang"},{"top":181.86,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Heather L. \u0026 Matt"},{"top":181.86,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1635 Bayard Ave"},{"top":181.86,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":181.86,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":181.86,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55116"},{"top":181.86,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"Ex Director"},{"top":181.86,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"BOMA"},{"top":181.86,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/6/2012"},{"top":181.86,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":192.65999,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":192.65999,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Aronson"},{"top":192.65999,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Roger J."},{"top":192.65999,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4852 Emerson Ave. S."},{"top":192.65999,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Minneapolis"},{"top":192.65999,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":192.65999,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55419"},{"top":192.65999,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Attorney at Law"},{"top":192.65999,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":""},{"top":192.65999,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/20/2012"},{"top":192.65999,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":203.46,"left":16.97,"width":1.6187286376953125,"height":10.800003051757812,"text":""},{"top":203.46,"left":18.588728,"width":153.91128540039062,"height":10.800003051757812,"text":"Aronson"},{"top":203.46,"left":172.50002,"width":69.71998596191406,"height":10.800003051757812,"text":"Roger J."},{"top":203.46,"left":242.22,"width":104.760009765625,"height":10.800003051757812,"text":"4852 Emerson Ave. S."},{"top":203.46,"left":346.98,"width":70.80001831054688,"height":10.800003051757812,"text":"Minneapolis"},{"top":203.46,"left":417.78003,"width":20.87994384765625,"height":10.800003051757812,"text":"MN"},{"top":203.46,"left":438.65997,"width":49.91998291015625,"height":10.800003051757812,"text":"55419"},{"top":203.46,"left":488.57996,"width":78.47998046875,"height":10.800003051757812,"text":"Attorney at Law"},{"top":203.46,"left":567.05994,"width":106.4400634765625,"height":10.800003051757812,"text":""},{"top":203.46,"left":673.5,"width":45.52001953125,"height":10.800003051757812,"text":"9/20/2012"},{"top":203.46,"left":719.02,"width":43.28033447265625,"height":10.800003051757812,"text":"100.00"}],[{"top":214.26001,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":214.26001,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Banks"},{"top":214.26001,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"Michael or Patricia"},{"top":214.26001,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1664 Van Buren Ave."},{"top":214.26001,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":214.26001,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":214.26001,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":214.26001,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"retired social worker"},{"top":214.26001,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":""},{"top":214.26001,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"9/20/2012"},{"top":214.26001,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":225.06,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":225.06,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Bennett"},{"top":225.06,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"David"},{"top":225.06,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"25 Birchwood Rd."},{"top":225.06,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Mahtomedi"},{"top":225.06,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":225.06,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":225.06,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"retired"},{"top":225.06,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"9/3/2012"},{"top":225.06,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":235.86002,"left":16.97,"width":1.6187286376953125,"height":10.799972534179688,"text":""},{"top":235.86002,"left":18.588728,"width":153.91128540039062,"height":10.799972534179688,"text":"Berry"},{"top":235.86002,"left":172.50002,"width":69.71998596191406,"height":10.799972534179688,"text":"Margaret"},{"top":235.86002,"left":242.22,"width":104.760009765625,"height":10.799972534179688,"text":"1267 Pike Lake Dr"},{"top":235.86002,"left":346.98,"width":70.80001831054688,"height":10.799972534179688,"text":"New Brighton"},{"top":235.86002,"left":417.78003,"width":20.87994384765625,"height":10.799972534179688,"text":"MN"},{"top":235.86002,"left":438.65997,"width":49.91998291015625,"height":10.799972534179688,"text":"55112"},{"top":235.86002,"left":488.57996,"width":78.47998046875,"height":10.799972534179688,"text":"Asst Principal"},{"top":235.86002,"left":567.05994,"width":106.4400634765625,"height":10.799972534179688,"text":"Saint Paul Public Schools"},{"top":235.86002,"left":673.5,"width":45.52001953125,"height":10.799972534179688,"text":"8/8/2012"},{"top":235.86002,"left":719.02,"width":43.28033447265625,"height":10.799972534179688,"text":"100.00"}],[{"top":246.65999,"left":16.97,"width":1.6187286376953125,"height":10.800033569335938,"text":""},{"top":246.65999,"left":18.588728,"width":153.91128540039062,"height":10.800033569335938,"text":"Boyle"},{"top":246.65999,"left":172.50002,"width":69.71998596191406,"height":10.800033569335938,"text":"Matthew C. \u0026 Eliza"},{"top":246.65999,"left":242.22,"width":104.760009765625,"height":10.800033569335938,"text":"2165 Princeton Ave"},{"top":246.65999,"left":346.98,"width":70.80001831054688,"height":10.800033569335938,"text":"Saint Paul"},{"top":246.65999,"left":417.78003,"width":20.87994384765625,"height":10.800033569335938,"text":"MN"},{"top":246.65999,"left":438.65997,"width":49.91998291015625,"height":10.800033569335938,"text":"55105"},{"top":246.65999,"left":488.57996,"width":78.47998046875,"height":10.800033569335938,"text":""},{"top":246.65999,"left":567.05994,"width":106.4400634765625,"height":10.800033569335938,"text":""},{"top":246.65999,"left":673.5,"width":45.52001953125,"height":10.800033569335938,"text":"10/6/2012"},{"top":246.65999,"left":719.02,"width":43.28033447265625,"height":10.800033569335938,"text":"100.00"}],[{"top":257.46002,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":257.46002,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":257.46002,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John"},{"top":257.46002,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles"},{"top":257.46002,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"St. Paul"},{"top":257.46002,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":257.46002,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":257.46002,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BOE"},{"top":257.46002,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"retired"},{"top":257.46002,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"8/26/2012"},{"top":257.46002,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":268.26,"left":16.97,"width":1.6187286376953125,"height":10.79998779296875,"text":""},{"top":268.26,"left":18.588728,"width":153.91128540039062,"height":10.79998779296875,"text":"Brodrick"},{"top":268.26,"left":172.50002,"width":69.71998596191406,"height":10.79998779296875,"text":"John F."},{"top":268.26,"left":242.22,"width":104.760009765625,"height":10.79998779296875,"text":"1007 Charles Ave"},{"top":268.26,"left":346.98,"width":70.80001831054688,"height":10.79998779296875,"text":"Saint Paul"},{"top":268.26,"left":417.78003,"width":20.87994384765625,"height":10.79998779296875,"text":"MN"},{"top":268.26,"left":438.65997,"width":49.91998291015625,"height":10.79998779296875,"text":"55104"},{"top":268.26,"left":488.57996,"width":78.47998046875,"height":10.79998779296875,"text":"BoE"},{"top":268.26,"left":567.05994,"width":106.4400634765625,"height":10.79998779296875,"text":"SPPS"},{"top":268.26,"left":673.5,"width":45.52001953125,"height":10.79998779296875,"text":"10/4/2012"},{"top":268.26,"left":719.02,"width":43.28033447265625,"height":10.79998779296875,"text":"100.00"}],[{"top":279.06,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":279.06,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Brown"},{"top":279.06,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Mike"},{"top":279.06,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1440 Goodrich Ave"},{"top":279.06,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":279.06,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":279.06,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":279.06,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":279.06,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":279.06,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"9/23/2012"},{"top":279.06,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":289.84,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":289.84,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Cacy"},{"top":289.84,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Jill"},{"top":289.84,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"1409 Smith Ave So"},{"top":289.84,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"West St. Paul"},{"top":289.84,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":289.84,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55118"},{"top":289.84,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Administrator"},{"top":289.84,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"SPPS"},{"top":289.84,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"9/12/2012"},{"top":289.84,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":300.65997,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":300.65997,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cardwell"},{"top":300.65997,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Eileen"},{"top":300.65997,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4172 Bridgewater Ct"},{"top":300.65997,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Vadnais Height"},{"top":300.65997,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":300.65997,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55127"},{"top":300.65997,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Retired"},{"top":300.65997,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/3/2012"},{"top":300.65997,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":311.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":311.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carlstrom"},{"top":311.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Cheryl"},{"top":311.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"4244 Oakmede Ln"},{"top":311.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"St Paul"},{"top":311.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":311.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55110"},{"top":311.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Satff"},{"top":311.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":311.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/8/2012"},{"top":311.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":322.26,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":322.26,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Carter"},{"top":322.26,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Melvin W. \u0026 Willet"},{"top":322.26,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"405 Western Ave N"},{"top":322.26,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":322.26,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":322.26,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55103"},{"top":322.26,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Cty Commissioner"},{"top":322.26,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Ramsey Cty"},{"top":322.26,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/8/2012"},{"top":322.26,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":333.06003,"left":16.97,"width":1.6187286376953125,"height":10.8199462890625,"text":""},{"top":333.06003,"left":18.588728,"width":153.91128540039062,"height":10.8199462890625,"text":"Caruso"},{"top":333.06003,"left":172.50002,"width":69.71998596191406,"height":10.8199462890625,"text":"Sarah"},{"top":333.06003,"left":242.22,"width":104.760009765625,"height":10.8199462890625,"text":"2615 Newton Ave S"},{"top":333.06003,"left":346.98,"width":70.80001831054688,"height":10.8199462890625,"text":"Minneapolis"},{"top":333.06003,"left":417.78003,"width":20.87994384765625,"height":10.8199462890625,"text":"MN"},{"top":333.06003,"left":438.65997,"width":49.91998291015625,"height":10.8199462890625,"text":"55405"},{"top":333.06003,"left":488.57996,"width":78.47998046875,"height":10.8199462890625,"text":"CEO"},{"top":333.06003,"left":567.05994,"width":106.4400634765625,"height":10.8199462890625,"text":"United Way"},{"top":333.06003,"left":673.5,"width":45.52001953125,"height":10.8199462890625,"text":"9/12/2012"},{"top":333.06003,"left":719.02,"width":43.28033447265625,"height":10.8199462890625,"text":"100.00"}],[{"top":343.87997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":343.87997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Casey /Trewartha"},{"top":343.87997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Kerry F. / Kelly A."},{"top":343.87997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"2266 Goodrich Ave"},{"top":343.87997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":343.87997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":343.87997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":343.87997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":343.87997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":343.87997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/4/2012"},{"top":343.87997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":354.65997,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":354.65997,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cassidy"},{"top":354.65997,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Paul D."},{"top":354.65997,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1990 Dayton Ave"},{"top":354.65997,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":354.65997,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":354.65997,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55104"},{"top":354.65997,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":""},{"top":354.65997,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":354.65997,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/6/2012"},{"top":354.65997,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":365.43997,"left":16.97,"width":1.6187286376953125,"height":10.820037841796875,"text":""},{"top":365.43997,"left":18.588728,"width":153.91128540039062,"height":10.820037841796875,"text":"Causey"},{"top":365.43997,"left":172.50002,"width":69.71998596191406,"height":10.820037841796875,"text":"Christopher"},{"top":365.43997,"left":242.22,"width":104.760009765625,"height":10.820037841796875,"text":"2181 Doswell Avenue"},{"top":365.43997,"left":346.98,"width":70.80001831054688,"height":10.820037841796875,"text":"Saint Paul"},{"top":365.43997,"left":417.78003,"width":20.87994384765625,"height":10.820037841796875,"text":"MN"},{"top":365.43997,"left":438.65997,"width":49.91998291015625,"height":10.820037841796875,"text":"55108"},{"top":365.43997,"left":488.57996,"width":78.47998046875,"height":10.820037841796875,"text":"finance"},{"top":365.43997,"left":567.05994,"width":106.4400634765625,"height":10.820037841796875,"text":""},{"top":365.43997,"left":673.5,"width":45.52001953125,"height":10.820037841796875,"text":"9/3/2012"},{"top":365.43997,"left":719.02,"width":43.28033447265625,"height":10.820037841796875,"text":"100.00"}],[{"top":376.26,"left":16.97,"width":1.6187286376953125,"height":10.819976806640625,"text":""},{"top":376.26,"left":18.588728,"width":153.91128540039062,"height":10.819976806640625,"text":"Christiansen"},{"top":376.26,"left":172.50002,"width":69.71998596191406,"height":10.819976806640625,"text":"Lena"},{"top":376.26,"left":242.22,"width":104.760009765625,"height":10.819976806640625,"text":"2453 Como Ave"},{"top":376.26,"left":346.98,"width":70.80001831054688,"height":10.819976806640625,"text":"St Paul"},{"top":376.26,"left":417.78003,"width":20.87994384765625,"height":10.819976806640625,"text":"MN"},{"top":376.26,"left":438.65997,"width":49.91998291015625,"height":10.819976806640625,"text":"55108"},{"top":376.26,"left":488.57996,"width":78.47998046875,"height":10.819976806640625,"text":"Principal"},{"top":376.26,"left":567.05994,"width":106.4400634765625,"height":10.819976806640625,"text":"Saint Paul Public Schools"},{"top":376.26,"left":673.5,"width":45.52001953125,"height":10.819976806640625,"text":"8/8/2012"},{"top":376.26,"left":719.02,"width":43.28033447265625,"height":10.819976806640625,"text":"100.00"}],[{"top":387.08,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":387.08,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Clapp"},{"top":387.08,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Agustus (Bill)"},{"top":387.08,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"757 Osceola Ave #1"},{"top":387.08,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":387.08,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":387.08,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55105"},{"top":387.08,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"retired"},{"top":387.08,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":""},{"top":387.08,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/2/2012"},{"top":387.08,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":397.86,"left":16.97,"width":1.6187286376953125,"height":10.779998779296875,"text":""},{"top":397.86,"left":18.588728,"width":153.91128540039062,"height":10.779998779296875,"text":"Cohen"},{"top":397.86,"left":172.50002,"width":69.71998596191406,"height":10.779998779296875,"text":"Brad A."},{"top":397.86,"left":242.22,"width":104.760009765625,"height":10.779998779296875,"text":"1460 Raymond Ave"},{"top":397.86,"left":346.98,"width":70.80001831054688,"height":10.779998779296875,"text":"Saint Paul"},{"top":397.86,"left":417.78003,"width":20.87994384765625,"height":10.779998779296875,"text":"MN"},{"top":397.86,"left":438.65997,"width":49.91998291015625,"height":10.779998779296875,"text":"55108"},{"top":397.86,"left":488.57996,"width":78.47998046875,"height":10.779998779296875,"text":"academic technology"},{"top":397.86,"left":567.05994,"width":106.4400634765625,"height":10.779998779296875,"text":"UMN"},{"top":397.86,"left":673.5,"width":45.52001953125,"height":10.779998779296875,"text":"10/17/2012"},{"top":397.86,"left":719.02,"width":43.28033447265625,"height":10.779998779296875,"text":"100.00"}],[{"top":408.63998,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":408.63998,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Commers"},{"top":408.63998,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Beth"},{"top":408.63998,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2294 Commonwealth Ave"},{"top":408.63998,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St Paul"},{"top":408.63998,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":408.63998,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":408.63998,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":"Self Employed"},{"top":408.63998,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":"Homemaker"},{"top":408.63998,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"8/1/2012"},{"top":408.63998,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":419.46,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":419.46,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Couture"},{"top":419.46,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Steven"},{"top":419.46,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"7950 Victoria Way"},{"top":419.46,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Louise Park"},{"top":419.46,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":419.46,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55426"},{"top":419.46,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Principal"},{"top":419.46,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"Saint Paul Public Schools"},{"top":419.46,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"8/10/2012"},{"top":419.46,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":430.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":430.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Crawford"},{"top":430.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Lydia P."},{"top":430.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"1140 Edgcumbe Rd"},{"top":430.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":430.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":430.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":430.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":430.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":430.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"9/15/2012"},{"top":430.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":441.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":441.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Cudahy / Ricker"},{"top":441.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Robert \u0026 Mary C"},{"top":441.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"616 Cherokee Ave."},{"top":441.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":441.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":441.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55107"},{"top":441.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"Teacher/Union Presid"},{"top":441.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"SPPS/SPFT"},{"top":441.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"9/18/2012"},{"top":441.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":451.85995,"left":16.97,"width":1.6187286376953125,"height":10.800018310546875,"text":""},{"top":451.85995,"left":18.588728,"width":153.91128540039062,"height":10.800018310546875,"text":"Cudahy / Ricker"},{"top":451.85995,"left":172.50002,"width":69.71998596191406,"height":10.800018310546875,"text":"Robert \u0026 Mary C"},{"top":451.85995,"left":242.22,"width":104.760009765625,"height":10.800018310546875,"text":"616 Cherokee Ave."},{"top":451.85995,"left":346.98,"width":70.80001831054688,"height":10.800018310546875,"text":"Saint Paul"},{"top":451.85995,"left":417.78003,"width":20.87994384765625,"height":10.800018310546875,"text":"MN"},{"top":451.85995,"left":438.65997,"width":49.91998291015625,"height":10.800018310546875,"text":"55107"},{"top":451.85995,"left":488.57996,"width":78.47998046875,"height":10.800018310546875,"text":"Teacher/Union Presid"},{"top":451.85995,"left":567.05994,"width":106.4400634765625,"height":10.800018310546875,"text":"SPPS/SPFT"},{"top":451.85995,"left":673.5,"width":45.52001953125,"height":10.800018310546875,"text":"10/6/2012"},{"top":451.85995,"left":719.02,"width":43.28033447265625,"height":10.800018310546875,"text":"100.00"}],[{"top":462.65997,"left":16.97,"width":1.6187286376953125,"height":10.82000732421875,"text":""},{"top":462.65997,"left":18.588728,"width":153.91128540039062,"height":10.82000732421875,"text":"Currie"},{"top":462.65997,"left":172.50002,"width":69.71998596191406,"height":10.82000732421875,"text":"Elisabeth"},{"top":462.65997,"left":242.22,"width":104.760009765625,"height":10.82000732421875,"text":"2274 Hillside Ave"},{"top":462.65997,"left":346.98,"width":70.80001831054688,"height":10.82000732421875,"text":"St. Paul"},{"top":462.65997,"left":417.78003,"width":20.87994384765625,"height":10.82000732421875,"text":"MN"},{"top":462.65997,"left":438.65997,"width":49.91998291015625,"height":10.82000732421875,"text":"55108"},{"top":462.65997,"left":488.57996,"width":78.47998046875,"height":10.82000732421875,"text":""},{"top":462.65997,"left":567.05994,"width":106.4400634765625,"height":10.82000732421875,"text":""},{"top":462.65997,"left":673.5,"width":45.52001953125,"height":10.82000732421875,"text":"9/12/2012"},{"top":462.65997,"left":719.02,"width":43.28033447265625,"height":10.82000732421875,"text":"100.00"}],[{"top":473.47998,"left":16.97,"width":1.6187286376953125,"height":10.780029296875,"text":""},{"top":473.47998,"left":18.588728,"width":153.91128540039062,"height":10.780029296875,"text":"Doane"},{"top":473.47998,"left":172.50002,"width":69.71998596191406,"height":10.780029296875,"text":"Paul V \u0026 Helen R"},{"top":473.47998,"left":242.22,"width":104.760009765625,"height":10.780029296875,"text":"444 Portland Ave"},{"top":473.47998,"left":346.98,"width":70.80001831054688,"height":10.780029296875,"text":"Sant Paul"},{"top":473.47998,"left":417.78003,"width":20.87994384765625,"height":10.780029296875,"text":"MN"},{"top":473.47998,"left":438.65997,"width":49.91998291015625,"height":10.780029296875,"text":"55102"},{"top":473.47998,"left":488.57996,"width":78.47998046875,"height":10.780029296875,"text":"Ex director"},{"top":473.47998,"left":567.05994,"width":106.4400634765625,"height":10.780029296875,"text":"St Paul Teachers\u0027 Retirement A"},{"top":473.47998,"left":673.5,"width":45.52001953125,"height":10.780029296875,"text":"10/3/2012"},{"top":473.47998,"left":719.02,"width":43.28033447265625,"height":10.780029296875,"text":"100.00"}],[{"top":484.26,"left":16.97,"width":1.6187286376953125,"height":10.800048828125,"text":""},{"top":484.26,"left":18.588728,"width":153.91128540039062,"height":10.800048828125,"text":"Dougherty"},{"top":484.26,"left":172.50002,"width":69.71998596191406,"height":10.800048828125,"text":"Richards S \u0026 Patrici"},{"top":484.26,"left":242.22,"width":104.760009765625,"height":10.800048828125,"text":"812 Goodrich Ave"},{"top":484.26,"left":346.98,"width":70.80001831054688,"height":10.800048828125,"text":"Saint Paul"},{"top":484.26,"left":417.78003,"width":20.87994384765625,"height":10.800048828125,"text":"MN"},{"top":484.26,"left":438.65997,"width":49.91998291015625,"height":10.800048828125,"text":"55105"},{"top":484.26,"left":488.57996,"width":78.47998046875,"height":10.800048828125,"text":""},{"top":484.26,"left":567.05994,"width":106.4400634765625,"height":10.800048828125,"text":""},{"top":484.26,"left":673.5,"width":45.52001953125,"height":10.800048828125,"text":"10/4/2012"},{"top":484.26,"left":719.02,"width":43.28033447265625,"height":10.800048828125,"text":"100.00"}],[{"top":495.06006,"left":16.97,"width":1.6187286376953125,"height":10.799896240234375,"text":""},{"top":495.06006,"left":18.588728,"width":153.91128540039062,"height":10.799896240234375,"text":"Driscoll"},{"top":495.06006,"left":172.50002,"width":69.71998596191406,"height":10.799896240234375,"text":"Joe \u0026 Jill"},{"top":495.06006,"left":242.22,"width":104.760009765625,"height":10.799896240234375,"text":"2383 Bourne Ave"},{"top":495.06006,"left":346.98,"width":70.80001831054688,"height":10.799896240234375,"text":"Saint Paul"},{"top":495.06006,"left":417.78003,"width":20.87994384765625,"height":10.799896240234375,"text":"MN"},{"top":495.06006,"left":438.65997,"width":49.91998291015625,"height":10.799896240234375,"text":"55108"},{"top":495.06006,"left":488.57996,"width":78.47998046875,"height":10.799896240234375,"text":"HR Manager"},{"top":495.06006,"left":567.05994,"width":106.4400634765625,"height":10.799896240234375,"text":"LexisNexis"},{"top":495.06006,"left":673.5,"width":45.52001953125,"height":10.799896240234375,"text":"10/18/2012"},{"top":495.06006,"left":719.02,"width":43.28033447265625,"height":10.799896240234375,"text":"100.00"}],[{"top":505.85995,"left":16.97,"width":1.6187286376953125,"height":10.780059814453125,"text":""},{"top":505.85995,"left":18.588728,"width":153.91128540039062,"height":10.780059814453125,"text":"Dubaille / Haugee"},{"top":505.85995,"left":172.50002,"width":69.71998596191406,"height":10.780059814453125,"text":"Florence M.  /Eric"},{"top":505.85995,"left":242.22,"width":104.760009765625,"height":10.780059814453125,"text":"1009 Edmund Ave"},{"top":505.85995,"left":346.98,"width":70.80001831054688,"height":10.780059814453125,"text":"Saint Paul"},{"top":505.85995,"left":417.78003,"width":20.87994384765625,"height":10.780059814453125,"text":"MN"},{"top":505.85995,"left":438.65997,"width":49.91998291015625,"height":10.780059814453125,"text":"55104"},{"top":505.85995,"left":488.57996,"width":78.47998046875,"height":10.780059814453125,"text":"Florence‐teacher"},{"top":505.85995,"left":567.05994,"width":106.4400634765625,"height":10.780059814453125,"text":"SPPS"},{"top":505.85995,"left":673.5,"width":45.52001953125,"height":10.780059814453125,"text":"10/3/2012"},{"top":505.85995,"left":719.02,"width":43.28033447265625,"height":10.780059814453125,"text":"100.00"}],[{"top":516.64,"left":16.97,"width":1.6187286376953125,"height":10.83990478515625,"text":""},{"top":516.64,"left":18.588728,"width":153.91128540039062,"height":10.83990478515625,"text":"Eaton"},{"top":516.64,"left":172.50002,"width":69.71998596191406,"height":10.83990478515625,"text":"Jim"},{"top":516.64,"left":242.22,"width":104.760009765625,"height":10.83990478515625,"text":"2133 Berkeley Ave"},{"top":516.64,"left":346.98,"width":70.80001831054688,"height":10.83990478515625,"text":"St Paul"},{"top":516.64,"left":417.78003,"width":20.87994384765625,"height":10.83990478515625,"text":"MN"},{"top":516.64,"left":438.65997,"width":49.91998291015625,"height":10.83990478515625,"text":"55105"},{"top":516.64,"left":488.57996,"width":78.47998046875,"height":10.83990478515625,"text":"Principal"},{"top":516.64,"left":567.05994,"width":106.4400634765625,"height":10.83990478515625,"text":"Saint Paul Public Schools"},{"top":516.64,"left":673.5,"width":45.52001953125,"height":10.83990478515625,"text":"8/23/2012"},{"top":516.64,"left":719.02,"width":43.28033447265625,"height":10.83990478515625,"text":"100.00"}],[{"top":527.4799,"left":16.97,"width":1.6187286376953125,"height":10.78009033203125,"text":""},{"top":527.4799,"left":18.588728,"width":153.91128540039062,"height":10.78009033203125,"text":"Eaves /Alger"},{"top":527.4799,"left":172.50002,"width":69.71998596191406,"height":10.78009033203125,"text":"Patricia / Stuart"},{"top":527.4799,"left":242.22,"width":104.760009765625,"height":10.78009033203125,"text":"1143 Portladn Ave."},{"top":527.4799,"left":346.98,"width":70.80001831054688,"height":10.78009033203125,"text":"Saint Paul"},{"top":527.4799,"left":417.78003,"width":20.87994384765625,"height":10.78009033203125,"text":"MN"},{"top":527.4799,"left":438.65997,"width":49.91998291015625,"height":10.78009033203125,"text":"55104"},{"top":527.4799,"left":488.57996,"width":78.47998046875,"height":10.78009033203125,"text":""},{"top":527.4799,"left":567.05994,"width":106.4400634765625,"height":10.78009033203125,"text":""},{"top":527.4799,"left":673.5,"width":45.52001953125,"height":10.78009033203125,"text":"10/3/2012"},{"top":527.4799,"left":719.02,"width":43.28033447265625,"height":10.78009033203125,"text":"100.00"}]]}
diff --git a/src/test/resources/technology/tabula/json/spanning_cells.json b/src/test/resources/technology/tabula/json/spanning_cells.json
index 89bb9707..7f68ee99 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"right":475.10168,"bottom":417.07092,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938491821289062,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.78943,"width":121.92680358886719,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663360595703125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37115,"width":46.73052978515625,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.78943,"width":121.92680358886719,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663360595703125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37115,"width":46.73052978515625,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.78943,"width":121.92680358886719,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663360595703125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37115,"width":46.73052978515625,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785018920898438,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785018920898438,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785018920898438,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785018920898438,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785018920898438,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785018920898438,"text":"1,693"}],[{"top":236.53287,"left":119.78943,"width":355.312255859375,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.78943,"width":121.92680358886719,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663360595703125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37115,"width":46.73052978515625,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"right":464.1174,"bottom":589.7847,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66316223144531,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.41415,"width":46.663726806640625,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
+[{"extraction_method":"lattice","page_number":1,"top":146.51932,"left":119.78943,"width":355.312255859375,"height":270.5516052246094,"right":475.10168,"bottom":417.07092,"data":[[{"top":146.51932,"left":119.78943,"width":355.312255859375,"height":12.938491821289062,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.78943,"width":121.92680358886719,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663360595703125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37115,"width":46.73052978515625,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.78943,"width":121.92680358886719,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663360595703125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37115,"width":46.73052978515625,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.78943,"width":121.92680358886719,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663360595703125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37115,"width":46.73052978515625,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.78943,"width":121.92680358886719,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663360595703125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37115,"width":46.73052978515625,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.78943,"width":121.92680358886719,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663360595703125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37115,"width":46.73052978515625,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.78943,"width":121.92680358886719,"height":12.785018920898438,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785018920898438,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785018920898438,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785018920898438,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663360595703125,"height":12.785018920898438,"text":"1,677"},{"top":223.74785,"left":428.37115,"width":46.73052978515625,"height":12.785018920898438,"text":"1,693"}],[{"top":236.53287,"left":119.78943,"width":355.312255859375,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.6354,"left":119.78943,"width":121.92680358886719,"height":12.72686767578125,"text":"Volume servers in:"},{"top":249.6354,"left":241.71623,"width":46.66426086425781,"height":12.72686767578125,"text":"2007"},{"top":249.6354,"left":288.3805,"width":46.663482666015625,"height":12.72686767578125,"text":"2008"},{"top":249.6354,"left":335.04398,"width":46.663818359375,"height":12.72686767578125,"text":"2009"},{"top":249.6354,"left":381.7078,"width":46.663360595703125,"height":12.72686767578125,"text":"2010"},{"top":249.6354,"left":428.37115,"width":46.73052978515625,"height":12.72686767578125,"text":"2011"}],[{"top":262.36227,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.78943,"width":121.92680358886719,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663360595703125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37115,"width":46.73052978515625,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.78943,"width":121.92680358886719,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663360595703125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37115,"width":46.73052978515625,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.78943,"width":121.92680358886719,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663360595703125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37115,"width":46.73052978515625,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.78943,"width":121.92680358886719,"height":12.7855224609375,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.7855224609375,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.7855224609375,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.7855224609375,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663360595703125,"height":12.7855224609375,"text":"1,334"},{"top":313.92487,"left":428.37115,"width":46.73052978515625,"height":12.7855224609375,"text":"1,371"}],[{"top":326.7104,"left":119.78943,"width":355.312255859375,"height":13.0440673828125,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75446,"left":119.78943,"width":121.92680358886719,"height":12.784912109375,"text":"Volume servers in:"},{"top":339.75446,"left":241.71623,"width":46.66426086425781,"height":12.784912109375,"text":"2007"},{"top":339.75446,"left":288.3805,"width":46.663482666015625,"height":12.784912109375,"text":"2008"},{"top":339.75446,"left":335.04398,"width":46.663818359375,"height":12.784912109375,"text":"2009"},{"top":339.75446,"left":381.7078,"width":46.663360595703125,"height":12.784912109375,"text":"2010"},{"top":339.75446,"left":428.37115,"width":46.73052978515625,"height":12.784912109375,"text":"2011"}],[{"top":352.53937,"left":119.78943,"width":121.92680358886719,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663360595703125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37115,"width":46.73052978515625,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.78943,"width":121.92680358886719,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663360595703125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37115,"width":46.73052978515625,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.78943,"width":121.92680358886719,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663360595703125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37115,"width":46.73052978515625,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.78943,"width":121.92680358886719,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663360595703125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37115,"width":46.73052978515625,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.78943,"width":121.92680358886719,"height":12.968353271484375,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968353271484375,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968353271484375,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968353271484375,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663360595703125,"height":12.968353271484375,"text":"1,424"},{"top":404.10257,"left":428.37115,"width":46.73052978515625,"height":12.968353271484375,"text":"1,485"}]]},{"extraction_method":"lattice","page_number":1,"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.52508544921875,"right":464.1174,"bottom":589.7847,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.880615234375,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.14026,"left":130.8136,"width":99.93739318847656,"height":12.78485107421875,"text":"Server class"},{"top":551.14026,"left":230.75099,"width":46.66316223144531,"height":12.78485107421875,"text":"2007"},{"top":551.14026,"left":277.41415,"width":46.663726806640625,"height":12.78485107421875,"text":"2008"},{"top":551.14026,"left":324.07788,"width":46.663970947265625,"height":12.78485107421875,"text":"2009"},{"top":551.14026,"left":370.74185,"width":46.663177490234375,"height":12.78485107421875,"text":"2010"},{"top":551.14026,"left":417.40503,"width":46.712371826171875,"height":12.78485107421875,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.9691162109375,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.9691162109375,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.9691162109375,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.9691162109375,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.9691162109375,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.9691162109375,"text":"98,864"}]]}]
diff --git a/src/test/resources/technology/tabula/json/spanning_cells_basic.json b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
index d0164280..6efaef5b 100644
--- a/src/test/resources/technology/tabula/json/spanning_cells_basic.json
+++ b/src/test/resources/technology/tabula/json/spanning_cells_basic.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"right":475.10883,"bottom":417.07086,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897811889648438,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.789444,"width":121.92678833007812,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663330078125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37112,"width":46.73773193359375,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.789444,"width":121.92678833007812,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663330078125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37112,"width":46.73773193359375,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.789444,"width":121.92678833007812,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663330078125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37112,"width":46.73773193359375,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785003662109375,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785003662109375,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785003662109375,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785003662109375,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785003662109375,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785003662109375,"text":"1,693"}],[{"top":236.53285,"left":119.789444,"width":355.31939697265625,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.789444,"width":121.92678833007812,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663330078125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37112,"width":46.73773193359375,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"right":464.1174,"bottom":589.802,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66316223144531,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.41415,"width":46.663726806640625,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
+[{"extraction_method":"lattice","page_number":1,"top":150.56,"left":119.789444,"width":355.31939697265625,"height":266.5108642578125,"right":475.10883,"bottom":417.07086,"data":[[{"top":150.56,"left":119.789444,"width":355.31939697265625,"height":8.897811889648438,"text":"Improved operation scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":159.45781,"left":119.789444,"width":121.92678833007812,"height":12.785446166992188,"text":"Volume servers in:"},{"top":159.45781,"left":241.71623,"width":46.66426086425781,"height":12.785446166992188,"text":"2007"},{"top":159.45781,"left":288.3805,"width":46.663482666015625,"height":12.785446166992188,"text":"2008"},{"top":159.45781,"left":335.04398,"width":46.663818359375,"height":12.785446166992188,"text":"2009"},{"top":159.45781,"left":381.7078,"width":46.663330078125,"height":12.785446166992188,"text":"2010"},{"top":159.45781,"left":428.37112,"width":46.73773193359375,"height":12.785446166992188,"text":"2011"}],[{"top":172.24326,"left":119.789444,"width":121.92678833007812,"height":12.832427978515625,"text":"Server closets"},{"top":172.24326,"left":241.71623,"width":46.66426086425781,"height":12.832427978515625,"text":"1,505"},{"top":172.24326,"left":288.3805,"width":46.663482666015625,"height":12.832427978515625,"text":"1,580"},{"top":172.24326,"left":335.04398,"width":46.663818359375,"height":12.832427978515625,"text":"1,643"},{"top":172.24326,"left":381.7078,"width":46.663330078125,"height":12.832427978515625,"text":"1,673"},{"top":172.24326,"left":428.37112,"width":46.73773193359375,"height":12.832427978515625,"text":"1,689"}],[{"top":185.07568,"left":119.789444,"width":121.92678833007812,"height":12.891036987304688,"text":"Server rooms"},{"top":185.07568,"left":241.71623,"width":46.66426086425781,"height":12.891036987304688,"text":"1,512"},{"top":185.07568,"left":288.3805,"width":46.663482666015625,"height":12.891036987304688,"text":"1,586"},{"top":185.07568,"left":335.04398,"width":46.663818359375,"height":12.891036987304688,"text":"1,646"},{"top":185.07568,"left":381.7078,"width":46.663330078125,"height":12.891036987304688,"text":"1,677"},{"top":185.07568,"left":428.37112,"width":46.73773193359375,"height":12.891036987304688,"text":"1,693"}],[{"top":197.96672,"left":119.789444,"width":121.92678833007812,"height":12.890411376953125,"text":"Localized data centers"},{"top":197.96672,"left":241.71623,"width":46.66426086425781,"height":12.890411376953125,"text":"1,512"},{"top":197.96672,"left":288.3805,"width":46.663482666015625,"height":12.890411376953125,"text":"1,586"},{"top":197.96672,"left":335.04398,"width":46.663818359375,"height":12.890411376953125,"text":"1,646"},{"top":197.96672,"left":381.7078,"width":46.663330078125,"height":12.890411376953125,"text":"1,677"},{"top":197.96672,"left":428.37112,"width":46.73773193359375,"height":12.890411376953125,"text":"1,693"}],[{"top":210.85713,"left":119.789444,"width":121.92678833007812,"height":12.890716552734375,"text":"Mid-tier data centers"},{"top":210.85713,"left":241.71623,"width":46.66426086425781,"height":12.890716552734375,"text":"1,512"},{"top":210.85713,"left":288.3805,"width":46.663482666015625,"height":12.890716552734375,"text":"1,586"},{"top":210.85713,"left":335.04398,"width":46.663818359375,"height":12.890716552734375,"text":"1,646"},{"top":210.85713,"left":381.7078,"width":46.663330078125,"height":12.890716552734375,"text":"1,677"},{"top":210.85713,"left":428.37112,"width":46.73773193359375,"height":12.890716552734375,"text":"1,693"}],[{"top":223.74785,"left":119.789444,"width":121.92678833007812,"height":12.785003662109375,"text":"Enterprise-class data centers"},{"top":223.74785,"left":241.71623,"width":46.66426086425781,"height":12.785003662109375,"text":"1,512"},{"top":223.74785,"left":288.3805,"width":46.663482666015625,"height":12.785003662109375,"text":"1,586"},{"top":223.74785,"left":335.04398,"width":46.663818359375,"height":12.785003662109375,"text":"1,646"},{"top":223.74785,"left":381.7078,"width":46.663330078125,"height":12.785003662109375,"text":"1,677"},{"top":223.74785,"left":428.37112,"width":46.73773193359375,"height":12.785003662109375,"text":"1,693"}],[{"top":236.53285,"left":119.789444,"width":355.31939697265625,"height":13.1025390625,"text":"Best practice scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":249.63539,"left":119.789444,"width":121.92678833007812,"height":12.726882934570312,"text":"Volume servers in:"},{"top":249.63539,"left":241.71623,"width":46.66426086425781,"height":12.726882934570312,"text":"2007"},{"top":249.63539,"left":288.3805,"width":46.663482666015625,"height":12.726882934570312,"text":"2008"},{"top":249.63539,"left":335.04398,"width":46.663818359375,"height":12.726882934570312,"text":"2009"},{"top":249.63539,"left":381.7078,"width":46.663330078125,"height":12.726882934570312,"text":"2010"},{"top":249.63539,"left":428.37112,"width":46.73773193359375,"height":12.726882934570312,"text":"2011"}],[{"top":262.36227,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Server closets"},{"top":262.36227,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,456"},{"top":262.36227,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,439"},{"top":262.36227,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,386"},{"top":262.36227,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,296"},{"top":262.36227,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,326"}],[{"top":275.25275,"left":119.789444,"width":121.92678833007812,"height":12.8914794921875,"text":"Server rooms"},{"top":275.25275,"left":241.71623,"width":46.66426086425781,"height":12.8914794921875,"text":"1,465"},{"top":275.25275,"left":288.3805,"width":46.663482666015625,"height":12.8914794921875,"text":"1,472"},{"top":275.25275,"left":335.04398,"width":46.663818359375,"height":12.8914794921875,"text":"1,427"},{"top":275.25275,"left":381.7078,"width":46.663330078125,"height":12.8914794921875,"text":"1,334"},{"top":275.25275,"left":428.37112,"width":46.73773193359375,"height":12.8914794921875,"text":"1,371"}],[{"top":288.14423,"left":119.789444,"width":121.92678833007812,"height":12.890167236328125,"text":"Localized data centers"},{"top":288.14423,"left":241.71623,"width":46.66426086425781,"height":12.890167236328125,"text":"1,465"},{"top":288.14423,"left":288.3805,"width":46.663482666015625,"height":12.890167236328125,"text":"1,471"},{"top":288.14423,"left":335.04398,"width":46.663818359375,"height":12.890167236328125,"text":"1,426"},{"top":288.14423,"left":381.7078,"width":46.663330078125,"height":12.890167236328125,"text":"1,334"},{"top":288.14423,"left":428.37112,"width":46.73773193359375,"height":12.890167236328125,"text":"1,371"}],[{"top":301.0344,"left":119.789444,"width":121.92678833007812,"height":12.890472412109375,"text":"Mid-tier data centers"},{"top":301.0344,"left":241.71623,"width":46.66426086425781,"height":12.890472412109375,"text":"1,465"},{"top":301.0344,"left":288.3805,"width":46.663482666015625,"height":12.890472412109375,"text":"1,471"},{"top":301.0344,"left":335.04398,"width":46.663818359375,"height":12.890472412109375,"text":"1,426"},{"top":301.0344,"left":381.7078,"width":46.663330078125,"height":12.890472412109375,"text":"1,334"},{"top":301.0344,"left":428.37112,"width":46.73773193359375,"height":12.890472412109375,"text":"1,371"}],[{"top":313.92487,"left":119.789444,"width":121.92678833007812,"height":12.785552978515625,"text":"Enterprise-class data centers"},{"top":313.92487,"left":241.71623,"width":46.66426086425781,"height":12.785552978515625,"text":"1,465"},{"top":313.92487,"left":288.3805,"width":46.663482666015625,"height":12.785552978515625,"text":"1,471"},{"top":313.92487,"left":335.04398,"width":46.663818359375,"height":12.785552978515625,"text":"1,426"},{"top":313.92487,"left":381.7078,"width":46.663330078125,"height":12.785552978515625,"text":"1,334"},{"top":313.92487,"left":428.37112,"width":46.73773193359375,"height":12.785552978515625,"text":"1,371"}],[{"top":326.71042,"left":119.789444,"width":355.31939697265625,"height":13.04400634765625,"text":"State-of-the-art scenario"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":339.75443,"left":119.789444,"width":121.92678833007812,"height":12.784942626953125,"text":"Volume servers in:"},{"top":339.75443,"left":241.71623,"width":46.66426086425781,"height":12.784942626953125,"text":"2007"},{"top":339.75443,"left":288.3805,"width":46.663482666015625,"height":12.784942626953125,"text":"2008"},{"top":339.75443,"left":335.04398,"width":46.663818359375,"height":12.784942626953125,"text":"2009"},{"top":339.75443,"left":381.7078,"width":46.663330078125,"height":12.784942626953125,"text":"2010"},{"top":339.75443,"left":428.37112,"width":46.73773193359375,"height":12.784942626953125,"text":"2011"}],[{"top":352.53937,"left":119.789444,"width":121.92678833007812,"height":12.89111328125,"text":"Server closets"},{"top":352.53937,"left":241.71623,"width":46.66426086425781,"height":12.89111328125,"text":"1,485"},{"top":352.53937,"left":288.3805,"width":46.663482666015625,"height":12.89111328125,"text":"1,471"},{"top":352.53937,"left":335.04398,"width":46.663818359375,"height":12.89111328125,"text":"1,424"},{"top":352.53937,"left":381.7078,"width":46.663330078125,"height":12.89111328125,"text":"1,315"},{"top":352.53937,"left":428.37112,"width":46.73773193359375,"height":12.89111328125,"text":"1,349"}],[{"top":365.43048,"left":119.789444,"width":121.92678833007812,"height":12.8902587890625,"text":"Server rooms"},{"top":365.43048,"left":241.71623,"width":46.66426086425781,"height":12.8902587890625,"text":"1,495"},{"top":365.43048,"left":288.3805,"width":46.663482666015625,"height":12.8902587890625,"text":"1,573"},{"top":365.43048,"left":335.04398,"width":46.663818359375,"height":12.8902587890625,"text":"1,586"},{"top":365.43048,"left":381.7078,"width":46.663330078125,"height":12.8902587890625,"text":"1,424"},{"top":365.43048,"left":428.37112,"width":46.73773193359375,"height":12.8902587890625,"text":"1,485"}],[{"top":378.32074,"left":119.789444,"width":121.92678833007812,"height":12.891143798828125,"text":"Localized data centers"},{"top":378.32074,"left":241.71623,"width":46.66426086425781,"height":12.891143798828125,"text":"1,495"},{"top":378.32074,"left":288.3805,"width":46.663482666015625,"height":12.891143798828125,"text":"1,572"},{"top":378.32074,"left":335.04398,"width":46.663818359375,"height":12.891143798828125,"text":"1,585"},{"top":378.32074,"left":381.7078,"width":46.663330078125,"height":12.891143798828125,"text":"1,424"},{"top":378.32074,"left":428.37112,"width":46.73773193359375,"height":12.891143798828125,"text":"1,485"}],[{"top":391.21188,"left":119.789444,"width":121.92678833007812,"height":12.89068603515625,"text":"Mid-tier data centers"},{"top":391.21188,"left":241.71623,"width":46.66426086425781,"height":12.89068603515625,"text":"1,495"},{"top":391.21188,"left":288.3805,"width":46.663482666015625,"height":12.89068603515625,"text":"1,572"},{"top":391.21188,"left":335.04398,"width":46.663818359375,"height":12.89068603515625,"text":"1,585"},{"top":391.21188,"left":381.7078,"width":46.663330078125,"height":12.89068603515625,"text":"1,424"},{"top":391.21188,"left":428.37112,"width":46.73773193359375,"height":12.89068603515625,"text":"1,485"}],[{"top":404.10257,"left":119.789444,"width":121.92678833007812,"height":12.968292236328125,"text":"Enterprise-class data centers"},{"top":404.10257,"left":241.71623,"width":46.66426086425781,"height":12.968292236328125,"text":"1,495"},{"top":404.10257,"left":288.3805,"width":46.663482666015625,"height":12.968292236328125,"text":"1,572"},{"top":404.10257,"left":335.04398,"width":46.663818359375,"height":12.968292236328125,"text":"1,585"},{"top":404.10257,"left":381.7078,"width":46.663330078125,"height":12.968292236328125,"text":"1,424"},{"top":404.10257,"left":428.37112,"width":46.73773193359375,"height":12.968292236328125,"text":"1,485"}]]},{"extraction_method":"lattice","page_number":1,"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":51.5423583984375,"right":464.1174,"bottom":589.802,"data":[[{"top":538.25964,"left":130.8136,"width":333.3038024902344,"height":12.88055419921875,"text":"All alternative scenarios"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":551.1402,"left":130.8136,"width":99.93739318847656,"height":12.784912109375,"text":"Server class"},{"top":551.1402,"left":230.75099,"width":46.66316223144531,"height":12.784912109375,"text":"2007"},{"top":551.1402,"left":277.41415,"width":46.663726806640625,"height":12.784912109375,"text":"2008"},{"top":551.1402,"left":324.07788,"width":46.663970947265625,"height":12.784912109375,"text":"2009"},{"top":551.1402,"left":370.74185,"width":46.663177490234375,"height":12.784912109375,"text":"2010"},{"top":551.1402,"left":417.40503,"width":46.712371826171875,"height":12.784912109375,"text":"2011"}],[{"top":563.9251,"left":130.8136,"width":99.93739318847656,"height":12.8905029296875,"text":"Mid-range"},{"top":563.9251,"left":230.75099,"width":46.66316223144531,"height":12.8905029296875,"text":"4,921"},{"top":563.9251,"left":277.41415,"width":46.663726806640625,"height":12.8905029296875,"text":"5,467"},{"top":563.9251,"left":324.07788,"width":46.663970947265625,"height":12.8905029296875,"text":"6,152"},{"top":563.9251,"left":370.74185,"width":46.663177490234375,"height":12.8905029296875,"text":"6,649"},{"top":563.9251,"left":417.40503,"width":46.712371826171875,"height":12.8905029296875,"text":"7,185"}],[{"top":576.8156,"left":130.8136,"width":99.93739318847656,"height":12.98638916015625,"text":"High-end"},{"top":576.8156,"left":230.75099,"width":46.66316223144531,"height":12.98638916015625,"text":"76,295"},{"top":576.8156,"left":277.41415,"width":46.663726806640625,"height":12.98638916015625,"text":"81,624"},{"top":576.8156,"left":324.07788,"width":46.663970947265625,"height":12.98638916015625,"text":"86,849"},{"top":576.8156,"left":370.74185,"width":46.663177490234375,"height":12.98638916015625,"text":"92,662"},{"top":576.8156,"left":417.40503,"width":46.712371826171875,"height":12.98638916015625,"text":"98,864"}]]}]
diff --git a/src/test/resources/technology/tabula/json/twotables.json b/src/test/resources/technology/tabula/json/twotables.json
index f6bd4f36..35a4c50f 100644
--- a/src/test/resources/technology/tabula/json/twotables.json
+++ b/src/test/resources/technology/tabula/json/twotables.json
@@ -1 +1 @@
-[{"extraction_method":"lattice","top":111.79087,"left":67.41156,"width":342.44476318359375,"height":174.0704345703125,"right":409.85632,"bottom":285.8613,"data":[[{"top":111.79087,"left":67.41156,"width":85.61141967773438,"height":28.536293029785156,"text":""},{"top":111.79087,"left":153.02298,"width":256.8333435058594,"height":14.267105102539062,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":126.057976,"left":153.02298,"width":51.367401123046875,"height":14.269187927246094,"text":"資本金"},{"top":126.057976,"left":204.39038,"width":51.36669921875,"height":14.269187927246094,"text":"資本剰余金"},{"top":126.057976,"left":255.75708,"width":51.3656005859375,"height":14.269187927246094,"text":"利益剰余金"},{"top":126.057976,"left":307.12268,"width":51.366668701171875,"height":14.269187927246094,"text":"自己株式"},{"top":126.057976,"left":358.48935,"width":51.366973876953125,"height":14.269187927246094,"text":"株主資本合計"}],[{"top":140.32716,"left":67.41156,"width":85.61141967773438,"height":14.265777587890625,"text":"当期首残高"},{"top":140.32716,"left":153.02298,"width":51.367401123046875,"height":14.265777587890625,"text":"5,664"},{"top":140.32716,"left":204.39038,"width":51.36669921875,"height":14.265777587890625,"text":"749"},{"top":140.32716,"left":255.75708,"width":51.3656005859375,"height":14.265777587890625,"text":"12,017"},{"top":140.32716,"left":307.12268,"width":51.366668701171875,"height":14.265777587890625,"text":"△747"},{"top":140.32716,"left":358.48935,"width":51.366973876953125,"height":14.265777587890625,"text":"17,683"}],[{"top":154.59294,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期変動額"},{"top":154.59294,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":""},{"top":154.59294,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":""}],[{"top":168.86205,"left":67.41156,"width":85.61141967773438,"height":14.268997192382812,"text":"剰余金の配当"},{"top":168.86205,"left":153.02298,"width":51.367401123046875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":204.39038,"width":51.36669921875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":255.75708,"width":51.3656005859375,"height":14.268997192382812,"text":"△525"},{"top":168.86205,"left":307.12268,"width":51.366668701171875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":358.48935,"width":51.366973876953125,"height":14.268997192382812,"text":"△525"}],[{"top":183.13104,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期純利益"},{"top":183.13104,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":"1,269"},{"top":183.13104,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":"1,269"}],[{"top":197.4002,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"自己株式の取得"},{"top":197.4002,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":""},{"top":197.4002,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":"△0"},{"top":197.4002,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△0"}],[{"top":211.66914,"left":67.41156,"width":85.61141967773438,"height":22.82952880859375,"text":"持分法の適用範囲\rの変動"},{"top":211.66914,"left":153.02298,"width":51.367401123046875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":204.39038,"width":51.36669921875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":255.75708,"width":51.3656005859375,"height":22.82952880859375,"text":"85"},{"top":211.66914,"left":307.12268,"width":51.366668701171875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":358.48935,"width":51.366973876953125,"height":22.82952880859375,"text":"85"}],[{"top":234.49867,"left":67.41156,"width":85.61141967773438,"height":22.829910278320312,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":234.49867,"left":153.02298,"width":51.367401123046875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":204.39038,"width":51.36669921875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":255.75708,"width":51.3656005859375,"height":22.829910278320312,"text":""},{"top":234.49867,"left":307.12268,"width":51.366668701171875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":358.48935,"width":51.366973876953125,"height":22.829910278320312,"text":""}],[{"top":257.32858,"left":67.41156,"width":85.61141967773438,"height":14.2686767578125,"text":"当期変動額合計"},{"top":257.32858,"left":153.02298,"width":51.367401123046875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":204.39038,"width":51.36669921875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":255.75708,"width":51.3656005859375,"height":14.2686767578125,"text":"829"},{"top":257.32858,"left":307.12268,"width":51.366668701171875,"height":14.2686767578125,"text":"△0"},{"top":257.32858,"left":358.48935,"width":51.366973876953125,"height":14.2686767578125,"text":"829"}],[{"top":271.59726,"left":67.41156,"width":85.61141967773438,"height":14.2640380859375,"text":"当期末残高"},{"top":271.59726,"left":153.02298,"width":51.367401123046875,"height":14.2640380859375,"text":"5,664"},{"top":271.59726,"left":204.39038,"width":51.36669921875,"height":14.2640380859375,"text":"749"},{"top":271.59726,"left":255.75708,"width":51.3656005859375,"height":14.2640380859375,"text":"12,846"},{"top":271.59726,"left":307.12268,"width":51.366668701171875,"height":14.2640380859375,"text":"△747"},{"top":271.59726,"left":358.48935,"width":51.366973876953125,"height":14.2640380859375,"text":"18,512"}]]},{"extraction_method":"lattice","top":312.25272,"left":67.41156,"width":445.17803955078125,"height":191.19696044921875,"right":512.5896,"bottom":503.44968,"data":[[{"top":312.25272,"left":67.41156,"width":85.61141967773438,"height":45.658233642578125,"text":""},{"top":312.25272,"left":153.02298,"width":256.8333435058594,"height":14.267730712890625,"text":"その他の包括利益累計額"},{"top":312.25272,"left":409.85632,"width":51.365631103515625,"height":45.658233642578125,"text":"少数株主持分"},{"top":312.25272,"left":461.22195,"width":51.367645263671875,"height":45.658233642578125,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":326.52045,"left":153.02298,"width":51.367401123046875,"height":31.3905029296875,"text":"その他有価証券\r評価差額金"},{"top":326.52045,"left":204.39038,"width":51.36669921875,"height":31.3905029296875,"text":"繰延ヘッジ\r損益"},{"top":326.52045,"left":255.75708,"width":51.3656005859375,"height":31.3905029296875,"text":"為替換算\r調整勘定"},{"top":326.52045,"left":307.12268,"width":51.366668701171875,"height":31.3905029296875,"text":"退職給付に係る\r調整累計額"},{"top":326.52045,"left":358.48935,"width":51.366973876953125,"height":31.3905029296875,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.91095,"left":67.41156,"width":85.61141967773438,"height":14.268768310546875,"text":"当期首残高"},{"top":357.91095,"left":153.02298,"width":51.367401123046875,"height":14.268768310546875,"text":"△669"},{"top":357.91095,"left":204.39038,"width":51.36669921875,"height":14.268768310546875,"text":"61"},{"top":357.91095,"left":255.75708,"width":51.3656005859375,"height":14.268768310546875,"text":"△109"},{"top":357.91095,"left":307.12268,"width":51.366668701171875,"height":14.268768310546875,"text":"―"},{"top":357.91095,"left":358.48935,"width":51.366973876953125,"height":14.268768310546875,"text":"△717"},{"top":357.91095,"left":409.85632,"width":51.365631103515625,"height":14.268768310546875,"text":"246"},{"top":357.91095,"left":461.22195,"width":51.367645263671875,"height":14.268768310546875,"text":"17,212"}],[{"top":372.17972,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期変動額"},{"top":372.17972,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":""},{"top":372.17972,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":""},{"top":372.17972,"left":409.85632,"width":51.365631103515625,"height":14.2691650390625,"text":""},{"top":372.17972,"left":461.22195,"width":51.367645263671875,"height":14.2691650390625,"text":""}],[{"top":386.44888,"left":67.41156,"width":85.61141967773438,"height":14.268646240234375,"text":"剰余金の配当"},{"top":386.44888,"left":153.02298,"width":51.367401123046875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":204.39038,"width":51.36669921875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":255.75708,"width":51.3656005859375,"height":14.268646240234375,"text":""},{"top":386.44888,"left":307.12268,"width":51.366668701171875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":358.48935,"width":51.366973876953125,"height":14.268646240234375,"text":""},{"top":386.44888,"left":409.85632,"width":51.365631103515625,"height":14.268646240234375,"text":""},{"top":386.44888,"left":461.22195,"width":51.367645263671875,"height":14.268646240234375,"text":"△525"}],[{"top":400.71753,"left":67.41156,"width":85.61141967773438,"height":14.26812744140625,"text":"当期純利益"},{"top":400.71753,"left":153.02298,"width":51.367401123046875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":204.39038,"width":51.36669921875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":255.75708,"width":51.3656005859375,"height":14.26812744140625,"text":""},{"top":400.71753,"left":307.12268,"width":51.366668701171875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":358.48935,"width":51.366973876953125,"height":14.26812744140625,"text":""},{"top":400.71753,"left":409.85632,"width":51.365631103515625,"height":14.26812744140625,"text":""},{"top":400.71753,"left":461.22195,"width":51.367645263671875,"height":14.26812744140625,"text":"1,269"}],[{"top":414.98566,"left":67.41156,"width":85.61141967773438,"height":14.26678466796875,"text":"自己株式の取得"},{"top":414.98566,"left":153.02298,"width":51.367401123046875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":204.39038,"width":51.36669921875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":255.75708,"width":51.3656005859375,"height":14.26678466796875,"text":""},{"top":414.98566,"left":307.12268,"width":51.366668701171875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":358.48935,"width":51.366973876953125,"height":14.26678466796875,"text":""},{"top":414.98566,"left":409.85632,"width":51.365631103515625,"height":14.26678466796875,"text":""},{"top":414.98566,"left":461.22195,"width":51.367645263671875,"height":14.26678466796875,"text":"△0"}],[{"top":429.25244,"left":67.41156,"width":85.61141967773438,"height":22.8292236328125,"text":"持分法の適用範囲\rの変動"},{"top":429.25244,"left":153.02298,"width":51.367401123046875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":204.39038,"width":51.36669921875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":255.75708,"width":51.3656005859375,"height":22.8292236328125,"text":""},{"top":429.25244,"left":307.12268,"width":51.366668701171875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":358.48935,"width":51.366973876953125,"height":22.8292236328125,"text":""},{"top":429.25244,"left":409.85632,"width":51.365631103515625,"height":22.8292236328125,"text":""},{"top":429.25244,"left":461.22195,"width":51.367645263671875,"height":22.8292236328125,"text":"85"}],[{"top":452.08167,"left":67.41156,"width":85.61141967773438,"height":22.830596923828125,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":452.08167,"left":153.02298,"width":51.367401123046875,"height":22.830596923828125,"text":"556"},{"top":452.08167,"left":204.39038,"width":51.36669921875,"height":22.830596923828125,"text":"80"},{"top":452.08167,"left":255.75708,"width":51.3656005859375,"height":22.830596923828125,"text":"5"},{"top":452.08167,"left":307.12268,"width":51.366668701171875,"height":22.830596923828125,"text":"―"},{"top":452.08167,"left":358.48935,"width":51.366973876953125,"height":22.830596923828125,"text":"642"},{"top":452.08167,"left":409.85632,"width":51.365631103515625,"height":22.830596923828125,"text":"△0"},{"top":452.08167,"left":461.22195,"width":51.367645263671875,"height":22.830596923828125,"text":"642"}],[{"top":474.91226,"left":67.41156,"width":85.61141967773438,"height":14.26776123046875,"text":"当期変動額合計"},{"top":474.91226,"left":153.02298,"width":51.367401123046875,"height":14.26776123046875,"text":"556"},{"top":474.91226,"left":204.39038,"width":51.36669921875,"height":14.26776123046875,"text":"80"},{"top":474.91226,"left":255.75708,"width":51.3656005859375,"height":14.26776123046875,"text":"5"},{"top":474.91226,"left":307.12268,"width":51.366668701171875,"height":14.26776123046875,"text":"―"},{"top":474.91226,"left":358.48935,"width":51.366973876953125,"height":14.26776123046875,"text":"642"},{"top":474.91226,"left":409.85632,"width":51.365631103515625,"height":14.26776123046875,"text":"△0"},{"top":474.91226,"left":461.22195,"width":51.367645263671875,"height":14.26776123046875,"text":"1,471"}],[{"top":489.18002,"left":67.41156,"width":85.61141967773438,"height":14.2696533203125,"text":"当期末残高"},{"top":489.18002,"left":153.02298,"width":51.367401123046875,"height":14.2696533203125,"text":"△113"},{"top":489.18002,"left":204.39038,"width":51.36669921875,"height":14.2696533203125,"text":"142"},{"top":489.18002,"left":255.75708,"width":51.3656005859375,"height":14.2696533203125,"text":"△104"},{"top":489.18002,"left":307.12268,"width":51.366668701171875,"height":14.2696533203125,"text":"―"},{"top":489.18002,"left":358.48935,"width":51.366973876953125,"height":14.2696533203125,"text":"△75"},{"top":489.18002,"left":409.85632,"width":51.365631103515625,"height":14.2696533203125,"text":"245"},{"top":489.18002,"left":461.22195,"width":51.367645263671875,"height":14.2696533203125,"text":"18,683"}]]}]
+[{"extraction_method":"lattice","page_number":1,"top":111.79087,"left":67.41156,"width":342.44476318359375,"height":174.0704345703125,"right":409.85632,"bottom":285.8613,"data":[[{"top":111.79087,"left":67.41156,"width":85.61141967773438,"height":28.536293029785156,"text":""},{"top":111.79087,"left":153.02298,"width":256.8333435058594,"height":14.267105102539062,"text":"株主資本"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":126.057976,"left":153.02298,"width":51.367401123046875,"height":14.269187927246094,"text":"資本金"},{"top":126.057976,"left":204.39038,"width":51.36669921875,"height":14.269187927246094,"text":"資本剰余金"},{"top":126.057976,"left":255.75708,"width":51.3656005859375,"height":14.269187927246094,"text":"利益剰余金"},{"top":126.057976,"left":307.12268,"width":51.366668701171875,"height":14.269187927246094,"text":"自己株式"},{"top":126.057976,"left":358.48935,"width":51.366973876953125,"height":14.269187927246094,"text":"株主資本合計"}],[{"top":140.32716,"left":67.41156,"width":85.61141967773438,"height":14.265777587890625,"text":"当期首残高"},{"top":140.32716,"left":153.02298,"width":51.367401123046875,"height":14.265777587890625,"text":"5,664"},{"top":140.32716,"left":204.39038,"width":51.36669921875,"height":14.265777587890625,"text":"749"},{"top":140.32716,"left":255.75708,"width":51.3656005859375,"height":14.265777587890625,"text":"12,017"},{"top":140.32716,"left":307.12268,"width":51.366668701171875,"height":14.265777587890625,"text":"△747"},{"top":140.32716,"left":358.48935,"width":51.366973876953125,"height":14.265777587890625,"text":"17,683"}],[{"top":154.59294,"left":67.41156,"width":85.61141967773438,"height":14.26910400390625,"text":"当期変動額"},{"top":154.59294,"left":153.02298,"width":51.367401123046875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":204.39038,"width":51.36669921875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":255.75708,"width":51.3656005859375,"height":14.26910400390625,"text":""},{"top":154.59294,"left":307.12268,"width":51.366668701171875,"height":14.26910400390625,"text":""},{"top":154.59294,"left":358.48935,"width":51.366973876953125,"height":14.26910400390625,"text":""}],[{"top":168.86205,"left":67.41156,"width":85.61141967773438,"height":14.268997192382812,"text":"剰余金の配当"},{"top":168.86205,"left":153.02298,"width":51.367401123046875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":204.39038,"width":51.36669921875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":255.75708,"width":51.3656005859375,"height":14.268997192382812,"text":"△525"},{"top":168.86205,"left":307.12268,"width":51.366668701171875,"height":14.268997192382812,"text":""},{"top":168.86205,"left":358.48935,"width":51.366973876953125,"height":14.268997192382812,"text":"△525"}],[{"top":183.13104,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期純利益"},{"top":183.13104,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":"1,269"},{"top":183.13104,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":183.13104,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":"1,269"}],[{"top":197.4002,"left":67.41156,"width":85.61141967773438,"height":14.268936157226562,"text":"自己株式の取得"},{"top":197.4002,"left":153.02298,"width":51.367401123046875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":204.39038,"width":51.36669921875,"height":14.268936157226562,"text":""},{"top":197.4002,"left":255.75708,"width":51.3656005859375,"height":14.268936157226562,"text":""},{"top":197.4002,"left":307.12268,"width":51.366668701171875,"height":14.268936157226562,"text":"△0"},{"top":197.4002,"left":358.48935,"width":51.366973876953125,"height":14.268936157226562,"text":"△0"}],[{"top":211.66914,"left":67.41156,"width":85.61141967773438,"height":22.82952880859375,"text":"持分法の適用範囲\rの変動"},{"top":211.66914,"left":153.02298,"width":51.367401123046875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":204.39038,"width":51.36669921875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":255.75708,"width":51.3656005859375,"height":22.82952880859375,"text":"85"},{"top":211.66914,"left":307.12268,"width":51.366668701171875,"height":22.82952880859375,"text":""},{"top":211.66914,"left":358.48935,"width":51.366973876953125,"height":22.82952880859375,"text":"85"}],[{"top":234.49867,"left":67.41156,"width":85.61141967773438,"height":22.829910278320312,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":234.49867,"left":153.02298,"width":51.367401123046875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":204.39038,"width":51.36669921875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":255.75708,"width":51.3656005859375,"height":22.829910278320312,"text":""},{"top":234.49867,"left":307.12268,"width":51.366668701171875,"height":22.829910278320312,"text":""},{"top":234.49867,"left":358.48935,"width":51.366973876953125,"height":22.829910278320312,"text":""}],[{"top":257.32858,"left":67.41156,"width":85.61141967773438,"height":14.2686767578125,"text":"当期変動額合計"},{"top":257.32858,"left":153.02298,"width":51.367401123046875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":204.39038,"width":51.36669921875,"height":14.2686767578125,"text":"―"},{"top":257.32858,"left":255.75708,"width":51.3656005859375,"height":14.2686767578125,"text":"829"},{"top":257.32858,"left":307.12268,"width":51.366668701171875,"height":14.2686767578125,"text":"△0"},{"top":257.32858,"left":358.48935,"width":51.366973876953125,"height":14.2686767578125,"text":"829"}],[{"top":271.59726,"left":67.41156,"width":85.61141967773438,"height":14.2640380859375,"text":"当期末残高"},{"top":271.59726,"left":153.02298,"width":51.367401123046875,"height":14.2640380859375,"text":"5,664"},{"top":271.59726,"left":204.39038,"width":51.36669921875,"height":14.2640380859375,"text":"749"},{"top":271.59726,"left":255.75708,"width":51.3656005859375,"height":14.2640380859375,"text":"12,846"},{"top":271.59726,"left":307.12268,"width":51.366668701171875,"height":14.2640380859375,"text":"△747"},{"top":271.59726,"left":358.48935,"width":51.366973876953125,"height":14.2640380859375,"text":"18,512"}]]},{"extraction_method":"lattice","page_number":1,"top":312.25272,"left":67.41156,"width":445.17803955078125,"height":191.19696044921875,"right":512.5896,"bottom":503.44968,"data":[[{"top":312.25272,"left":67.41156,"width":85.61141967773438,"height":45.658233642578125,"text":""},{"top":312.25272,"left":153.02298,"width":256.8333435058594,"height":14.267730712890625,"text":"その他の包括利益累計額"},{"top":312.25272,"left":409.85632,"width":51.365631103515625,"height":45.658233642578125,"text":"少数株主持分"},{"top":312.25272,"left":461.22195,"width":51.367645263671875,"height":45.658233642578125,"text":"純資産合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":326.52045,"left":153.02298,"width":51.367401123046875,"height":31.3905029296875,"text":"その他有価証券\r評価差額金"},{"top":326.52045,"left":204.39038,"width":51.36669921875,"height":31.3905029296875,"text":"繰延ヘッジ\r損益"},{"top":326.52045,"left":255.75708,"width":51.3656005859375,"height":31.3905029296875,"text":"為替換算\r調整勘定"},{"top":326.52045,"left":307.12268,"width":51.366668701171875,"height":31.3905029296875,"text":"退職給付に係る\r調整累計額"},{"top":326.52045,"left":358.48935,"width":51.366973876953125,"height":31.3905029296875,"text":"その他の\r包括利益\r累計額合計"},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""},{"top":0.0,"left":0.0,"width":0.0,"height":0.0,"text":""}],[{"top":357.91095,"left":67.41156,"width":85.61141967773438,"height":14.268768310546875,"text":"当期首残高"},{"top":357.91095,"left":153.02298,"width":51.367401123046875,"height":14.268768310546875,"text":"△669"},{"top":357.91095,"left":204.39038,"width":51.36669921875,"height":14.268768310546875,"text":"61"},{"top":357.91095,"left":255.75708,"width":51.3656005859375,"height":14.268768310546875,"text":"△109"},{"top":357.91095,"left":307.12268,"width":51.366668701171875,"height":14.268768310546875,"text":"―"},{"top":357.91095,"left":358.48935,"width":51.366973876953125,"height":14.268768310546875,"text":"△717"},{"top":357.91095,"left":409.85632,"width":51.365631103515625,"height":14.268768310546875,"text":"246"},{"top":357.91095,"left":461.22195,"width":51.367645263671875,"height":14.268768310546875,"text":"17,212"}],[{"top":372.17972,"left":67.41156,"width":85.61141967773438,"height":14.2691650390625,"text":"当期変動額"},{"top":372.17972,"left":153.02298,"width":51.367401123046875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":204.39038,"width":51.36669921875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":255.75708,"width":51.3656005859375,"height":14.2691650390625,"text":""},{"top":372.17972,"left":307.12268,"width":51.366668701171875,"height":14.2691650390625,"text":""},{"top":372.17972,"left":358.48935,"width":51.366973876953125,"height":14.2691650390625,"text":""},{"top":372.17972,"left":409.85632,"width":51.365631103515625,"height":14.2691650390625,"text":""},{"top":372.17972,"left":461.22195,"width":51.367645263671875,"height":14.2691650390625,"text":""}],[{"top":386.44888,"left":67.41156,"width":85.61141967773438,"height":14.268646240234375,"text":"剰余金の配当"},{"top":386.44888,"left":153.02298,"width":51.367401123046875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":204.39038,"width":51.36669921875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":255.75708,"width":51.3656005859375,"height":14.268646240234375,"text":""},{"top":386.44888,"left":307.12268,"width":51.366668701171875,"height":14.268646240234375,"text":""},{"top":386.44888,"left":358.48935,"width":51.366973876953125,"height":14.268646240234375,"text":""},{"top":386.44888,"left":409.85632,"width":51.365631103515625,"height":14.268646240234375,"text":""},{"top":386.44888,"left":461.22195,"width":51.367645263671875,"height":14.268646240234375,"text":"△525"}],[{"top":400.71753,"left":67.41156,"width":85.61141967773438,"height":14.26812744140625,"text":"当期純利益"},{"top":400.71753,"left":153.02298,"width":51.367401123046875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":204.39038,"width":51.36669921875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":255.75708,"width":51.3656005859375,"height":14.26812744140625,"text":""},{"top":400.71753,"left":307.12268,"width":51.366668701171875,"height":14.26812744140625,"text":""},{"top":400.71753,"left":358.48935,"width":51.366973876953125,"height":14.26812744140625,"text":""},{"top":400.71753,"left":409.85632,"width":51.365631103515625,"height":14.26812744140625,"text":""},{"top":400.71753,"left":461.22195,"width":51.367645263671875,"height":14.26812744140625,"text":"1,269"}],[{"top":414.98566,"left":67.41156,"width":85.61141967773438,"height":14.26678466796875,"text":"自己株式の取得"},{"top":414.98566,"left":153.02298,"width":51.367401123046875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":204.39038,"width":51.36669921875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":255.75708,"width":51.3656005859375,"height":14.26678466796875,"text":""},{"top":414.98566,"left":307.12268,"width":51.366668701171875,"height":14.26678466796875,"text":""},{"top":414.98566,"left":358.48935,"width":51.366973876953125,"height":14.26678466796875,"text":""},{"top":414.98566,"left":409.85632,"width":51.365631103515625,"height":14.26678466796875,"text":""},{"top":414.98566,"left":461.22195,"width":51.367645263671875,"height":14.26678466796875,"text":"△0"}],[{"top":429.25244,"left":67.41156,"width":85.61141967773438,"height":22.8292236328125,"text":"持分法の適用範囲\rの変動"},{"top":429.25244,"left":153.02298,"width":51.367401123046875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":204.39038,"width":51.36669921875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":255.75708,"width":51.3656005859375,"height":22.8292236328125,"text":""},{"top":429.25244,"left":307.12268,"width":51.366668701171875,"height":22.8292236328125,"text":""},{"top":429.25244,"left":358.48935,"width":51.366973876953125,"height":22.8292236328125,"text":""},{"top":429.25244,"left":409.85632,"width":51.365631103515625,"height":22.8292236328125,"text":""},{"top":429.25244,"left":461.22195,"width":51.367645263671875,"height":22.8292236328125,"text":"85"}],[{"top":452.08167,"left":67.41156,"width":85.61141967773438,"height":22.830596923828125,"text":"株主資本以外の項目\rの当期変動額(純額)"},{"top":452.08167,"left":153.02298,"width":51.367401123046875,"height":22.830596923828125,"text":"556"},{"top":452.08167,"left":204.39038,"width":51.36669921875,"height":22.830596923828125,"text":"80"},{"top":452.08167,"left":255.75708,"width":51.3656005859375,"height":22.830596923828125,"text":"5"},{"top":452.08167,"left":307.12268,"width":51.366668701171875,"height":22.830596923828125,"text":"―"},{"top":452.08167,"left":358.48935,"width":51.366973876953125,"height":22.830596923828125,"text":"642"},{"top":452.08167,"left":409.85632,"width":51.365631103515625,"height":22.830596923828125,"text":"△0"},{"top":452.08167,"left":461.22195,"width":51.367645263671875,"height":22.830596923828125,"text":"642"}],[{"top":474.91226,"left":67.41156,"width":85.61141967773438,"height":14.26776123046875,"text":"当期変動額合計"},{"top":474.91226,"left":153.02298,"width":51.367401123046875,"height":14.26776123046875,"text":"556"},{"top":474.91226,"left":204.39038,"width":51.36669921875,"height":14.26776123046875,"text":"80"},{"top":474.91226,"left":255.75708,"width":51.3656005859375,"height":14.26776123046875,"text":"5"},{"top":474.91226,"left":307.12268,"width":51.366668701171875,"height":14.26776123046875,"text":"―"},{"top":474.91226,"left":358.48935,"width":51.366973876953125,"height":14.26776123046875,"text":"642"},{"top":474.91226,"left":409.85632,"width":51.365631103515625,"height":14.26776123046875,"text":"△0"},{"top":474.91226,"left":461.22195,"width":51.367645263671875,"height":14.26776123046875,"text":"1,471"}],[{"top":489.18002,"left":67.41156,"width":85.61141967773438,"height":14.2696533203125,"text":"当期末残高"},{"top":489.18002,"left":153.02298,"width":51.367401123046875,"height":14.2696533203125,"text":"△113"},{"top":489.18002,"left":204.39038,"width":51.36669921875,"height":14.2696533203125,"text":"142"},{"top":489.18002,"left":255.75708,"width":51.3656005859375,"height":14.2696533203125,"text":"△104"},{"top":489.18002,"left":307.12268,"width":51.366668701171875,"height":14.2696533203125,"text":"―"},{"top":489.18002,"left":358.48935,"width":51.366973876953125,"height":14.2696533203125,"text":"△75"},{"top":489.18002,"left":409.85632,"width":51.365631103515625,"height":14.2696533203125,"text":"245"},{"top":489.18002,"left":461.22195,"width":51.367645263671875,"height":14.2696533203125,"text":"18,683"}]]}]

From c65783d4f089b6f94f06579f8f36d51c3d4195c5 Mon Sep 17 00:00:00 2001
From: Tilman Hausherr <tilman@snafu.de>
Date: Fri, 22 Apr 2022 11:11:01 +0200
Subject: [PATCH 332/364] update pdfbox, bc, big2 and plugins

---
 pom.xml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/pom.xml b/pom.xml
index e2947ada..ec8e4f88 100644
--- a/pom.xml
+++ b/pom.xml
@@ -73,7 +73,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.2.0</version>
+                <version>3.3.1</version>
                 <configuration>
                     <skip>true</skip>
                 </configuration>
@@ -111,7 +111,7 @@
             <plugin>
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
-              <version>3.2.0</version>
+              <version>3.3.1</version>
               <configuration>
                   <source>8</source>
               </configuration>
@@ -195,7 +195,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.2.0</version>
+                <version>3.3.1</version>
                 <configuration>
                     <source>8</source>
                 </configuration>
@@ -262,19 +262,19 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.25</version>
+        <version>2.0.26</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.69</version>
+        <version>1.70</version>
     </dependency>
 
     <dependency>
         <groupId>org.bouncycastle</groupId>
         <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.69</version>
+        <version>1.70</version>
     </dependency>
 
     <dependency>
@@ -317,7 +317,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>jbig2-imageio</artifactId>
-        <version>3.0.3</version>
+        <version>3.0.4</version>
     </dependency>
 </dependencies>
 

From ab93da966b42b3384ba69556b491e82a0580bcda Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 17 May 2022 04:29:52 +0000
Subject: [PATCH 333/364] Bump gson from 2.8.7 to 2.9.0

Bumps [gson](https://github.com/google/gson) from 2.8.7 to 2.9.0.
- [Release notes](https://github.com/google/gson/releases)
- [Changelog](https://github.com/google/gson/blob/master/CHANGELOG.md)
- [Commits](https://github.com/google/gson/compare/gson-parent-2.8.7...gson-parent-2.9.0)

---
updated-dependencies:
- dependency-name: com.google.code.gson:gson
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index ec8e4f88..fb1f7e08 100644
--- a/pom.xml
+++ b/pom.xml
@@ -299,7 +299,7 @@
     <dependency>
         <groupId>com.google.code.gson</groupId>
         <artifactId>gson</artifactId>
-        <version>2.8.7</version>
+        <version>2.9.0</version>
     </dependency>
 
     <dependency>

From 50ff2df2e62644260d519e2d875a4db7d87d6746 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Tue, 9 Aug 2022 23:36:48 -0300
Subject: [PATCH 334/364] Run tests on pull request

---
 .github/workflows/tests.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index cf36b0ce..b8aa9c14 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -1,6 +1,6 @@
 name: Java CI
 
-on: [push]
+on: [push, pull_request]
 
 jobs:
   build:

From 84aef7f0c84f4ec0fdb5adee789c93c4a216073c Mon Sep 17 00:00:00 2001
From: Martin Skopp <skopp@riege.com>
Date: Wed, 7 Dec 2022 15:11:10 +0100
Subject: [PATCH 335/364] Add a simple API usage example applying
 SpreadsheetExtractionAlgorithm

---
 README.md | 40 +++++++++++++++++++++++++++++++++++++++-
 1 file changed, 39 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 8d3c8210..c3a5f92f 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ tabula-java [![Build Status](https://travis-ci.org/tabulapdf/tabula-java.svg?bra
 
 Download a version of the tabula-java's jar, with all dependencies included, that works on Mac, Windows and Linux from our [releases page](../../releases).
 
-## Usage Examples
+## Commandline Usage Examples
 
 `tabula-java` provides a command line application:
 
@@ -81,6 +81,44 @@ JVM start-up time is a lot of the cost of the `tabula` command, so if you're try
  - writing your own program in any JVM language (Java, JRuby, Scala) that imports tabula-java.
  - waiting for us to implement an API/server-style system (it's on the [roadmap](https://github.com/tabulapdf/tabula-api))
 
+## API Usage Examples
+
+A simple Java code example which extracts all rows and cells from all tables of all pages of a PDF document:
+
+        InputStream in = this.getClass().getResourceAsStream("my.pdf");
+        try (PDDocument document = PDDocument.load(in)) {
+            SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+            PageIterator pi = new ObjectExtractor(document).extract();
+            while (pi.hasNext()) {
+                // iterate over the pages of the document
+                Page page = pi.next();
+                List<Table> table = sea.extract(page);
+                // iterate over the tables of the page
+                for(Table tables: table) {
+                    List<List<RectangularTextContainer>> rows = tables.getRows();
+                    // iterate over the rows of the table
+                    for (List<RectangularTextContainer> cells : rows) {
+                        // print all column-cells of the row plus linefeed
+                        for (RectangularTextContainer content : cells) {
+                            // Note: Cell.getText() uses \r to concat text chunks
+                            String text = content.getText().replace("\r", " ");
+                            System.out.print(text + "|");
+                        }
+                        System.out.println();
+                    }
+                }
+            }
+        }
+
+For more detail information check the Javadoc. 
+The Javadoc API documentation can be generated (see also '_Building from Source_' section) via
+
+```
+mvn javadoc:javadoc
+```
+
+which generates the HTML files to directory ```target/site/apidocs/```
+
 ## Building from Source
 
 Clone this repo and run:

From 3c2af18f7c3daedafb6a4d33ab5f818cdc468d09 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Manuel=20Aristar=C3=A1n?= <jazzido@jazzido.com>
Date: Wed, 7 Dec 2022 12:04:34 -0300
Subject: [PATCH 336/364] Fix Markdown formatting for code example

---
 README.md | 45 ++++++++++++++++++++++++---------------------
 1 file changed, 24 insertions(+), 21 deletions(-)

diff --git a/README.md b/README.md
index c3a5f92f..db7b0023 100644
--- a/README.md
+++ b/README.md
@@ -85,30 +85,33 @@ JVM start-up time is a lot of the cost of the `tabula` command, so if you're try
 
 A simple Java code example which extracts all rows and cells from all tables of all pages of a PDF document:
 
-        InputStream in = this.getClass().getResourceAsStream("my.pdf");
-        try (PDDocument document = PDDocument.load(in)) {
-            SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-            PageIterator pi = new ObjectExtractor(document).extract();
-            while (pi.hasNext()) {
-                // iterate over the pages of the document
-                Page page = pi.next();
-                List<Table> table = sea.extract(page);
-                // iterate over the tables of the page
-                for(Table tables: table) {
-                    List<List<RectangularTextContainer>> rows = tables.getRows();
-                    // iterate over the rows of the table
-                    for (List<RectangularTextContainer> cells : rows) {
-                        // print all column-cells of the row plus linefeed
-                        for (RectangularTextContainer content : cells) {
-                            // Note: Cell.getText() uses \r to concat text chunks
-                            String text = content.getText().replace("\r", " ");
-                            System.out.print(text + "|");
-                        }
-                        System.out.println();
-                    }
+```java
+InputStream in = this.getClass().getResourceAsStream("my.pdf");
+try (PDDocument document = PDDocument.load(in)) {
+    SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
+    PageIterator pi = new ObjectExtractor(document).extract();
+    while (pi.hasNext()) {
+        // iterate over the pages of the document
+        Page page = pi.next();
+        List<Table> table = sea.extract(page);
+        // iterate over the tables of the page
+        for(Table tables: table) {
+            List<List<RectangularTextContainer>> rows = tables.getRows();
+            // iterate over the rows of the table
+            for (List<RectangularTextContainer> cells : rows) {
+                // print all column-cells of the row plus linefeed
+                for (RectangularTextContainer content : cells) {
+                    // Note: Cell.getText() uses \r to concat text chunks
+                    String text = content.getText().replace("\r", " ");
+                    System.out.print(text + "|");
                 }
+                System.out.println();
             }
         }
+    }
+}
+```
+
 
 For more detail information check the Javadoc. 
 The Javadoc API documentation can be generated (see also '_Building from Source_' section) via

From b0fde49e6aa06593d16c8aa0b8da0e3172db1ec2 Mon Sep 17 00:00:00 2001
From: Aki Ariga <chezou+github@gmail.com>
Date: Mon, 20 Feb 2023 18:17:19 -0800
Subject: [PATCH 337/364] Enforce checkout with LF

Windows CI fails when parsing CSV with line breaks within a cell. This
is due to the difference of line endings between CRLF vs LF, and test
CSV parser implementation.

To mitigate this issue, tweak Windows CI to enforce git checkout with LF.
---
 .github/workflows/tests-windows.yml | 11 ++++++++---
 .github/workflows/tests.yml         |  4 ++--
 2 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/tests-windows.yml b/.github/workflows/tests-windows.yml
index 4ff7f542..5cc1031a 100644
--- a/.github/workflows/tests-windows.yml
+++ b/.github/workflows/tests-windows.yml
@@ -1,4 +1,4 @@
-name: Java CI
+name: Java CI (Windows)
 
 on: [push]
 
@@ -7,9 +7,14 @@ jobs:
     runs-on: windows-latest
 
     steps:
-      - uses: actions/checkout@v2
+      # https://github.com/actions/checkout/issues/135#issuecomment-602171132
+      - name: Set git to use LF
+        run: |
+          git config --global core.autocrlf false
+          git config --global core.eol lf
+      - uses: actions/checkout@v3
       - name: Set up JDK 11
-        uses: actions/setup-java@v2
+        uses: actions/setup-java@v3
         with:
           java-version: '11'
           distribution: 'adopt'
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index b8aa9c14..da2d019b 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -7,9 +7,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Set up JDK 11
-        uses: actions/setup-java@v2
+        uses: actions/setup-java@v3
         with:
           java-version: '11'
           distribution: 'adopt'

From 8bfa3ad23af34f757f72fe46584a34abfc022ed3 Mon Sep 17 00:00:00 2001
From: Tilman Hausherr <tilman@snafu.de>
Date: Fri, 14 Apr 2023 17:46:46 +0200
Subject: [PATCH 338/364] update pdfbox to 2.0.28

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index fb1f7e08..27a03e73 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.26</version>
+        <version>2.0.28</version>
     </dependency>
 
     <dependency>

From bc60be27d663f40e132a21407ec81790a8aee361 Mon Sep 17 00:00:00 2001
From: young <chen.yang@goupwith.com>
Date: Wed, 6 Mar 2024 14:53:55 +0800
Subject: [PATCH 339/364] update pdfbox to 3.0.1

---
 pom.xml                                       |   2 +-
 .../technology/tabula/CommandLineApp.java     |   3 +-
 .../java/technology/tabula/debug/Debug.java   |   5 +-
 .../detectors/NurminenDetectionAlgorithm.java |   6 +-
 src/test/java/technology/tabula/TestCell.java |   3 +-
 src/test/java/technology/tabula/TestLine.java |  11 +-
 .../tabula/TestObjectExtractor.java           |  21 +-
 .../tabula/TestProjectionProfile.java         |   8 +-
 .../technology/tabula/TestTableDetection.java |   3 +-
 .../technology/tabula/TestTextElement.java    | 393 +++++++++---------
 .../java/technology/tabula/TestUtils.java     |   3 +-
 .../technology/tabula/UtilsForTesting.java    |   7 +-
 12 files changed, 238 insertions(+), 227 deletions(-)

diff --git a/pom.xml b/pom.xml
index 27a03e73..6c71b426 100644
--- a/pom.xml
+++ b/pom.xml
@@ -262,7 +262,7 @@
     <dependency>
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
-        <version>2.0.28</version>
+        <version>3.0.1</version>
     </dependency>
 
     <dependency>
diff --git a/src/main/java/technology/tabula/CommandLineApp.java b/src/main/java/technology/tabula/CommandLineApp.java
index 3a6773a9..1b422303 100644
--- a/src/main/java/technology/tabula/CommandLineApp.java
+++ b/src/main/java/technology/tabula/CommandLineApp.java
@@ -15,6 +15,7 @@
 import org.apache.commons.cli.Options;
 import org.apache.commons.cli.ParseException;
 import org.apache.commons.cli.DefaultParser;
+import org.apache.pdfbox.Loader;
 import org.apache.pdfbox.pdmodel.PDDocument;
 
 import technology.tabula.detectors.DetectionAlgorithm;
@@ -158,7 +159,7 @@ public void extractFileInto(File pdfFile, File outputFile) throws ParseException
     private void extractFile(File pdfFile, Appendable outFile) throws ParseException {
         PDDocument pdfDocument = null;
         try {
-            pdfDocument = this.password == null ? PDDocument.load(pdfFile) : PDDocument.load(pdfFile, this.password);
+            pdfDocument = this.password == null ?  Loader.loadPDF(pdfFile) :  Loader.loadPDF(pdfFile,password);
             PageIterator pageIterator = getPageIterator(pdfDocument);
             List<Table> tables = new ArrayList<>();
 
diff --git a/src/main/java/technology/tabula/debug/Debug.java b/src/main/java/technology/tabula/debug/Debug.java
index 91609045..d6d257ce 100644
--- a/src/main/java/technology/tabula/debug/Debug.java
+++ b/src/main/java/technology/tabula/debug/Debug.java
@@ -16,6 +16,7 @@
 import java.util.List;
 
 import org.apache.commons.cli.*;
+import org.apache.pdfbox.Loader;
 import technology.tabula.Cell;
 import technology.tabula.CommandLineApp;
 import technology.tabula.Line;
@@ -215,7 +216,7 @@ public static void renderPage(String pdfPath, String outPath, int pageNumber, Re
                                   boolean drawColumns, boolean drawCharacters, boolean drawArea, boolean drawCells,
                                   boolean drawUnprocessedRulings, boolean drawProjectionProfile, boolean drawClippingPaths,
                                   boolean drawDetectedTables) throws IOException {
-        PDDocument document = PDDocument.load(new File(pdfPath));
+        PDDocument document = Loader.loadPDF(new File(pdfPath));
 
         ObjectExtractor oe = new ObjectExtractor(document);
 
@@ -349,7 +350,7 @@ public static void main(String[] args) throws IOException {
 
             if (pages == null) {
                 // user specified all pages
-                PDDocument document = PDDocument.load(pdfFile);
+                PDDocument document =  Loader.loadPDF(pdfFile);
 
                 int numPages = document.getNumberOfPages();
                 pages = new ArrayList<>(numPages);
diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index fb43622a..9a377854 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -805,12 +805,12 @@ private PDDocument removeText(PDPage page) throws IOException {
 
         PDFStreamParser parser = new PDFStreamParser(page);
         parser.parse();
-        List<Object> tokens = parser.getTokens();
         List<Object> newTokens = new ArrayList<>();
-        for (Object token : tokens) {
+        while (page.hasContents()) {
+            Object token = parser.parseNextToken();
             if (token instanceof Operator) {
                 Operator op = (Operator) token;
-                if (op.getName().equals("TJ") || op.getName().equals("Tj")) {
+                if ("TJ".equals(op.getName()) || "Tj".equals(op.getName())) {
                     //remove the one argument to this operator
                     newTokens.remove(newTokens.size() - 1);
                     continue;
diff --git a/src/test/java/technology/tabula/TestCell.java b/src/test/java/technology/tabula/TestCell.java
index de1b8cb8..2795565c 100644
--- a/src/test/java/technology/tabula/TestCell.java
+++ b/src/test/java/technology/tabula/TestCell.java
@@ -6,6 +6,7 @@
 import java.util.ArrayList;
 
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.apache.pdfbox.pdmodel.font.Standard14Fonts;
 import org.junit.Test;
 
 public class TestCell {
@@ -31,7 +32,7 @@ public void testGetTextElements() {
 		Cell cell = new Cell(0, 0, 0, 0);
 		assertTrue(cell.getTextElements().isEmpty());
 		
-		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextElement tElement = new TextElement(0, 0, 0, 0, new PDType1Font(Standard14Fonts.FontName.HELVETICA_BOLD), 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
 		List<TextChunk> tList = new ArrayList<>();
 		tList.add(tChunk);
diff --git a/src/test/java/technology/tabula/TestLine.java b/src/test/java/technology/tabula/TestLine.java
index 90df0e31..f7a6a88d 100644
--- a/src/test/java/technology/tabula/TestLine.java
+++ b/src/test/java/technology/tabula/TestLine.java
@@ -6,6 +6,7 @@
 import java.util.List;
 
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.apache.pdfbox.pdmodel.font.Standard14Fonts;
 import org.junit.Test;
 
 public class TestLine {
@@ -14,7 +15,7 @@ public class TestLine {
 	public void testSetTextElements() {
 		Line line = new Line();
 		
-		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextElement tElement = new TextElement(0, 0, 0, 0, new PDType1Font(Standard14Fonts.FontName.HELVETICA_BOLD), 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
 		List<TextChunk> tList = new ArrayList<>();
 		tList.add(tChunk);
@@ -28,7 +29,7 @@ public void testSetTextElements() {
 	public void testAddTextChunkIntTextChunk() {
 		Line line = new Line();
 		
-		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextElement tElement = new TextElement(0, 0, 0, 0, new PDType1Font(Standard14Fonts.FontName.HELVETICA_BOLD), 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
 		line.addTextChunk(3, tChunk);
 		
@@ -39,7 +40,7 @@ public void testAddTextChunkIntTextChunk() {
 	public void testLessThanAddTextChunkIntTextChunk() {
 		Line line = new Line();
 		
-		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextElement tElement = new TextElement(0, 0, 0, 0, new PDType1Font(Standard14Fonts.FontName.HELVETICA_BOLD), 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
 		line.addTextChunk(0, tChunk);
 		line.addTextChunk(0, tChunk);
@@ -51,7 +52,7 @@ public void testLessThanAddTextChunkIntTextChunk() {
 	public void testErrorAddTextChunkIntTextChunk() {
 		Line line = new Line();
 		
-		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextElement tElement = new TextElement(0, 0, 0, 0,new PDType1Font(Standard14Fonts.FontName.HELVETICA_BOLD), 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
 		line.addTextChunk(-1, tChunk);
 		}
@@ -60,7 +61,7 @@ public void testErrorAddTextChunkIntTextChunk() {
 	public void testToString() {
 		Line line = new Line();
 		
-		TextElement tElement = new TextElement(0, 0, 0, 0, PDType1Font.HELVETICA_BOLD, 10, "test", 5);
+		TextElement tElement = new TextElement(0, 0, 0, 0, new PDType1Font(Standard14Fonts.FontName.HELVETICA_BOLD), 10, "test", 5);
 		TextChunk tChunk = new TextChunk(tElement);
 		line.addTextChunk(0, tChunk);
 		line.addTextChunk(0, tChunk);
diff --git a/src/test/java/technology/tabula/TestObjectExtractor.java b/src/test/java/technology/tabula/TestObjectExtractor.java
index 9db7ad18..69864c61 100644
--- a/src/test/java/technology/tabula/TestObjectExtractor.java
+++ b/src/test/java/technology/tabula/TestObjectExtractor.java
@@ -7,6 +7,7 @@
 import java.util.ArrayList;
 import java.util.List;
 
+import org.apache.pdfbox.Loader;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.junit.Test;
 
@@ -21,7 +22,7 @@ public void testWrongPasswordRaisesException() throws IOException {
 
     @Test(expected = IOException.class)
     public void testEmptyOnEncryptedFileRaisesException() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/encrypted.pdf"));
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           oe.extract().next();
         }
@@ -29,7 +30,7 @@ public void testEmptyOnEncryptedFileRaisesException() throws IOException {
 
     @Test
     public void testCanReadPDFWithOwnerEncryption() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           PageIterator pi = oe.extract();
           int i = 0;
@@ -44,7 +45,7 @@ public void testCanReadPDFWithOwnerEncryption() throws IOException {
 
     @Test
     public void testGoodPassword() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/encrypted.pdf"), "userpassword");
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/encrypted.pdf"), "userpassword");
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           List<Page> pages = new ArrayList<>();
           PageIterator pi = oe.extract();
@@ -58,7 +59,7 @@ public void testGoodPassword() throws IOException {
 
     @Test
     public void testTextExtractionDoesNotRaise() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/rotated_page.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/rotated_page.pdf"));
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           PageIterator pi = oe.extract();
 
@@ -70,7 +71,7 @@ public void testTextExtractionDoesNotRaise() throws IOException {
 
     @Test
     public void testShouldDetectRulings() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/should_detect_rulings.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/should_detect_rulings.pdf"));
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           PageIterator pi = oe.extract();
 
@@ -85,7 +86,7 @@ public void testShouldDetectRulings() throws IOException {
 
     @Test
     public void testDontThrowNPEInShfill() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/labor.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/labor.pdf"));
 
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           PageIterator pi = oe.extract();
@@ -101,7 +102,7 @@ public void testDontThrowNPEInShfill() throws IOException {
 
     @Test
     public void testExtractOnePage() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         assertEquals(2, pdf_document.getNumberOfPages());
 
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
@@ -114,7 +115,7 @@ public void testExtractOnePage() throws IOException {
 
     @Test(expected = IndexOutOfBoundsException.class)
     public void testExtractWrongPageNumber() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/S2MNCEbirdisland.pdf"));
         assertEquals(2, pdf_document.getNumberOfPages());
 
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
@@ -124,7 +125,7 @@ public void testExtractWrongPageNumber() throws IOException {
 
     @Test
     public void testTextElementsContainedInPage() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/cs-en-us-pbms.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/cs-en-us-pbms.pdf"));
 
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
           Page page = oe.extractPage(1);
@@ -137,7 +138,7 @@ public void testTextElementsContainedInPage() throws IOException {
     }
 
     @Test public void testDoNotNPEInPointComparator() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/npe_issue_206.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/npe_issue_206.pdf"));
 
         try (ObjectExtractor oe = new ObjectExtractor(pdf_document)) {
             Page p = oe.extractPage(1);
diff --git a/src/test/java/technology/tabula/TestProjectionProfile.java b/src/test/java/technology/tabula/TestProjectionProfile.java
index e7af882f..e6d93b39 100644
--- a/src/test/java/technology/tabula/TestProjectionProfile.java
+++ b/src/test/java/technology/tabula/TestProjectionProfile.java
@@ -8,6 +8,7 @@
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.apache.pdfbox.pdmodel.font.Standard14Fonts;
 import org.junit.Before;
 import org.junit.Test;
 
@@ -20,9 +21,10 @@ public class TestProjectionProfile {
 	public void setUpProjectionProfile() {
 		PDPage pdPage = new PDPage();
 		PDDocument pdDocument = new PDDocument();
-		
-		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
-		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "test", 1f);
+
+		PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, font, 1f, "test", 1f);
+		TextElement textElement2 = new TextElement(5f, 15f, 10f, 20f, font, 1f, "test", 1f);
 		List<TextElement> textList = new ArrayList<>();
 		textList.add(textElement);
 		textList.add(textElement2);
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 6e58f6a4..80d21350 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -11,6 +11,7 @@
 import static org.junit.Assert.*;
 
 import com.google.gson.Gson;
+import org.apache.pdfbox.Loader;
 import org.junit.AfterClass;
 import org.junit.BeforeClass;
 import org.junit.Test;
@@ -162,7 +163,7 @@ public void testDetectionOfTables() throws Exception {
         NodeList tables = regionDocument.getElementsByTagName("table");
 
         // tabula extractors
-        PDDocument pdfDocument = PDDocument.load(this.pdf);
+        PDDocument pdfDocument = Loader.loadPDF(this.pdf);
         ObjectExtractor extractor = new ObjectExtractor(pdfDocument);
 
         // parse expected tables from the ground truth dataset
diff --git a/src/test/java/technology/tabula/TestTextElement.java b/src/test/java/technology/tabula/TestTextElement.java
index feaaa5e6..3db1ca31 100644
--- a/src/test/java/technology/tabula/TestTextElement.java
+++ b/src/test/java/technology/tabula/TestTextElement.java
@@ -3,205 +3,208 @@
 import java.util.ArrayList;
 import java.util.List;
 
+import org.apache.pdfbox.pdmodel.font.PDFont;
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.apache.pdfbox.pdmodel.font.Standard14Fonts;
 import org.junit.Assert;
 import org.junit.Test;
 
 public class TestTextElement {
-	
-	
-	@Test
-	public void createTextElement() {
-		
-		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f);
-		
-		Assert.assertNotNull(textElement);
-		Assert.assertEquals("A", textElement.getText());
-		Assert.assertEquals(1f, textElement.getFontSize(), 0);
-		Assert.assertEquals(15f, textElement.getLeft(), 0);
-		Assert.assertEquals(5f, textElement.getTop(), 0);
-		Assert.assertEquals(10f, textElement.getWidth(), 0);
-		Assert.assertEquals(20f, textElement.getHeight(), 0);
-		Assert.assertEquals(PDType1Font.HELVETICA, textElement.getFont());
-		Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
-		Assert.assertEquals(0f, textElement.getDirection(), 0);
-		
-		
-	}
-	
-	@Test
-	public void createTextElementWithDirection() {
-		
-		TextElement textElement = new TextElement(5f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f);
-		
-		Assert.assertNotNull(textElement);
-		Assert.assertEquals("A", textElement.getText());
-		Assert.assertEquals(1f, textElement.getFontSize(), 0);
-		Assert.assertEquals(15f, textElement.getLeft(), 0);
-		Assert.assertEquals(5f, textElement.getTop(), 0);
-		Assert.assertEquals(10f, textElement.getWidth(), 0);
-		Assert.assertEquals(20f, textElement.getHeight(), 0);
-		Assert.assertEquals(PDType1Font.HELVETICA, textElement.getFont());
-		Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
-		Assert.assertEquals(6f, textElement.getDirection(), 0);
-		
-		
-	}
-	
-	@Test
-	public void mergeFourElementsIntoFourWords() {
-		
-		List<TextElement> elements = new ArrayList<>();
-		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(20f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
-		elements.add(new TextElement(40f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
-		elements.add(new TextElement(60f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		
-		List<TextChunk> words = TextElement.mergeWords(elements);
-		
-		List<TextChunk> expectedWords = new ArrayList<>();
-		expectedWords.add(new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f)));
-		expectedWords.add(new TextChunk(new TextElement(20f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f)));
-		expectedWords.add(new TextChunk(new TextElement(40f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f)));
-		expectedWords.add(new TextChunk(new TextElement(60f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f)));
-		
-		Assert.assertEquals(expectedWords, words);
-		
-	}
-	
-	@Test
-	public void mergeFourElementsIntoOneWord() {
-		
-		List<TextElement> elements = new ArrayList<>();
-		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
-		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
-		elements.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		
-		List<TextChunk> words = TextElement.mergeWords(elements);
-		
-		List<TextChunk> expectedWords = new ArrayList<>();
-		TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		textChunk.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
-		textChunk.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
-		textChunk.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		expectedWords.add(textChunk);
-		
-		Assert.assertEquals(expectedWords, words);
-		
-	}
-	
-	@Test
-	public void mergeElementsShouldBeIdempotent() {
-		/*
-	   * a bug in TextElement.merge_words would delete the first TextElement in the array
-	   * it was called with. Discussion here: https://github.com/tabulapdf/tabula-java/issues/78
-	   */
-
-		List<TextElement> elements = new ArrayList<>();
-		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
-		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
-		elements.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		
-		List<TextChunk> words = TextElement.mergeWords(elements);
-		List<TextChunk> words2 = TextElement.mergeWords(elements);
-		Assert.assertEquals(words, words2);
-	}
-
-	@Test
-	public void mergeElementsWithSkippingRules() {
-		
-		List<TextElement> elements = new ArrayList<>();
-		elements.add(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(0f, 17f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
-		elements.add(new TextElement(0.001f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, " ", 1f, 6f));
-		elements.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
-		elements.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.TIMES_ROMAN, 10f, "D", 1f, 6f));
-		
-		List<TextChunk> words = TextElement.mergeWords(elements);
-		
-		List<TextChunk> expectedWords = new ArrayList<>();
-		TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		textChunk.add(new TextElement(0f, 25f, 10f, 20f, PDType1Font.HELVETICA, 1f, "B", 1f, 6f));
-		textChunk.add(new TextElement(0f, 35f, 10f, 20f, PDType1Font.HELVETICA, 1f, "C", 1f, 6f));
-		textChunk.add(new TextElement(0f, 45f, 10f, 20f, PDType1Font.TIMES_ROMAN, 10f, "D", 1f, 6f));
-		expectedWords.add(textChunk);
-		
-		Assert.assertEquals(expectedWords, words);
-		
-	}
-	
-	@Test
-	public void mergeTenElementsIntoTwoWords() {
-		
-		List<TextElement> elements = new ArrayList<>();
-		elements.add(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
-		elements.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		elements.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
-		elements.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(0f, 60f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
-		elements.add(new TextElement(0f, 70f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
-		elements.add(new TextElement(0f, 80f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
-		elements.add(new TextElement(0f, 90f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		elements.add(new TextElement(0f, 100f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		
-		List<TextChunk> words = TextElement.mergeWords(elements);
-		
-		List<TextChunk> expectedWords = new ArrayList<>();
-		TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
-		textChunk.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		textChunk.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
-		textChunk.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		textChunk.add(new TextElement(0f, 30f, 10.5f, 20f, PDType1Font.HELVETICA, 1f, " ", 1f)); //Check why width=10.5?
-		expectedWords.add(textChunk);
-		TextChunk textChunk2 = new TextChunk(new TextElement(0f, 60f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
-		textChunk2.add(new TextElement(0f, 70f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
-		textChunk2.add(new TextElement(0f, 80f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
-		textChunk2.add(new TextElement(0f, 90f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		textChunk2.add(new TextElement(0f, 100f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		expectedWords.add(textChunk2);
-		
-		Assert.assertEquals(2, words.size());
-		Assert.assertEquals(expectedWords, words);
-		
-	}
-	
-	@Test
-	public void mergeTenElementsIntoTwoLines() {
-		
-		List<TextElement> elements = new ArrayList<>();
-		elements.add(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
-		elements.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		elements.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
-		elements.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		elements.add(new TextElement(20f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
-		elements.add(new TextElement(20f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
-		elements.add(new TextElement(20f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
-		elements.add(new TextElement(20f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		elements.add(new TextElement(20f, 40f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		
-		List<TextChunk> words = TextElement.mergeWords(elements);
-		
-		List<TextChunk> expectedWords = new ArrayList<>();
-		TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "H", 1f, 6f));
-		textChunk.add(new TextElement(0f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		textChunk.add(new TextElement(0f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "L", 1f, 6f));
-		textChunk.add(new TextElement(0f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "A", 1f, 6f));
-		expectedWords.add(textChunk);
-		TextChunk textChunk2 = new TextChunk(new TextElement(20f, 0f, 10f, 20f, PDType1Font.HELVETICA, 1f, "M", 1f, 6f));
-		textChunk2.add(new TextElement(20f, 10f, 10f, 20f, PDType1Font.HELVETICA, 1f, "U", 1f, 6f));
-		textChunk2.add(new TextElement(20f, 20f, 10f, 20f, PDType1Font.HELVETICA, 1f, "N", 1f, 6f));
-		textChunk2.add(new TextElement(20f, 30f, 10f, 20f, PDType1Font.HELVETICA, 1f, "D", 1f, 6f));
-		textChunk2.add(new TextElement(20f, 40f, 10f, 20f, PDType1Font.HELVETICA, 1f, "O", 1f, 6f));
-		expectedWords.add(textChunk2);
-		
-		Assert.assertEquals(2, words.size());
-		Assert.assertEquals(expectedWords, words);
-		
-	}	
-	
-	
+
+
+    @Test
+    public void createTextElement() {
+
+        TextElement textElement = new TextElement(5f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f);
+
+        Assert.assertNotNull(textElement);
+        Assert.assertEquals("A", textElement.getText());
+        Assert.assertEquals(1f, textElement.getFontSize(), 0);
+        Assert.assertEquals(15f, textElement.getLeft(), 0);
+        Assert.assertEquals(5f, textElement.getTop(), 0);
+        Assert.assertEquals(10f, textElement.getWidth(), 0);
+        Assert.assertEquals(20f, textElement.getHeight(), 0);
+        Assert.assertEquals(new PDType1Font(Standard14Fonts.FontName.HELVETICA), textElement.getFont());
+        Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
+        Assert.assertEquals(0f, textElement.getDirection(), 0);
+
+
+    }
+
+    @Test
+    public void createTextElementWithDirection() {
+
+        TextElement textElement = new TextElement(5f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f);
+
+        Assert.assertNotNull(textElement);
+        Assert.assertEquals("A", textElement.getText());
+        Assert.assertEquals(1f, textElement.getFontSize(), 0);
+        Assert.assertEquals(15f, textElement.getLeft(), 0);
+        Assert.assertEquals(5f, textElement.getTop(), 0);
+        Assert.assertEquals(10f, textElement.getWidth(), 0);
+        Assert.assertEquals(20f, textElement.getHeight(), 0);
+        Assert.assertEquals(new PDType1Font(Standard14Fonts.FontName.HELVETICA), textElement.getFont());
+        Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
+        Assert.assertEquals(6f, textElement.getDirection(), 0);
+
+
+    }
+
+    @Test
+    public void mergeFourElementsIntoFourWords() {
+
+        List<TextElement> elements = new ArrayList<>();
+        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        elements.add(new TextElement(20f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
+        elements.add(new TextElement(40f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        elements.add(new TextElement(60f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+
+        List<TextChunk> words = TextElement.mergeWords(elements);
+
+        List<TextChunk> expectedWords = new ArrayList<>();
+        expectedWords.add(new TextChunk(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(20f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(40f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(60f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f)));
+
+        Assert.assertEquals(expectedWords, words);
+
+    }
+
+    @Test
+    public void mergeFourElementsIntoOneWord() {
+
+        List<TextElement> elements = new ArrayList<>();
+        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
+        elements.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        elements.add(new TextElement(0f, 45f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+
+        List<TextChunk> words = TextElement.mergeWords(elements);
+
+        List<TextChunk> expectedWords = new ArrayList<>();
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        textChunk.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
+        textChunk.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        textChunk.add(new TextElement(0f, 45f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        expectedWords.add(textChunk);
+
+        Assert.assertEquals(expectedWords, words);
+
+    }
+
+    @Test
+    public void mergeElementsShouldBeIdempotent() {
+        /*
+         * a bug in TextElement.merge_words would delete the first TextElement in the array
+         * it was called with. Discussion here: https://github.com/tabulapdf/tabula-java/issues/78
+         */
+
+        List<TextElement> elements = new ArrayList<>();
+        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
+        elements.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        elements.add(new TextElement(0f, 45f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+
+        List<TextChunk> words = TextElement.mergeWords(elements);
+        List<TextChunk> words2 = TextElement.mergeWords(elements);
+        Assert.assertEquals(words, words2);
+    }
+
+    @Test
+    public void mergeElementsWithSkippingRules() {
+
+        List<TextElement> elements = new ArrayList<>();
+        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 17f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
+        elements.add(new TextElement(0.001f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, " ", 1f, 6f));
+        elements.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        PDFont TIMES_ROMAN = new PDType1Font(Standard14Fonts.FontName.TIMES_ROMAN);
+        elements.add(new TextElement(0f, 45f, 10f, 20f, TIMES_ROMAN, 10f, "D", 1f, 6f));
+
+        List<TextChunk> words = TextElement.mergeWords(elements);
+
+        List<TextChunk> expectedWords = new ArrayList<>();
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        textChunk.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
+        textChunk.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        textChunk.add(new TextElement(0f, 45f, 10f, 20f, TIMES_ROMAN, 10f, "D", 1f, 6f));
+        expectedWords.add(textChunk);
+
+        Assert.assertEquals(expectedWords, words);
+
+    }
+
+    @Test
+    public void mergeTenElementsIntoTwoWords() {
+
+        List<TextElement> elements = new ArrayList<>();
+        elements.add(new TextElement(0f, 0f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "H", 1f, 6f));
+        elements.add(new TextElement(0f, 10f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
+        elements.add(new TextElement(0f, 20f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "L", 1f, 6f));
+        elements.add(new TextElement(0f, 30f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 60f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "M", 1f, 6f));
+        elements.add(new TextElement(0f, 70f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "U", 1f, 6f));
+        elements.add(new TextElement(0f, 80f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "N", 1f, 6f));
+        elements.add(new TextElement(0f, 90f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        elements.add(new TextElement(0f, 100f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
+
+        List<TextChunk> words = TextElement.mergeWords(elements);
+
+        List<TextChunk> expectedWords = new ArrayList<>();
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "H", 1f, 6f));
+        textChunk.add(new TextElement(0f, 10f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
+        textChunk.add(new TextElement(0f, 20f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "L", 1f, 6f));
+        textChunk.add(new TextElement(0f, 30f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
+        textChunk.add(new TextElement(0f, 30f, 10.5f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, " ", 1f)); //Check why width=10.5?
+        expectedWords.add(textChunk);
+        TextChunk textChunk2 = new TextChunk(new TextElement(0f, 60f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "M", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 70f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "U", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 80f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "N", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 90f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 100f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
+        expectedWords.add(textChunk2);
+
+        Assert.assertEquals(2, words.size());
+        Assert.assertEquals(expectedWords, words);
+
+    }
+
+    @Test
+    public void mergeTenElementsIntoTwoLines() {
+
+        List<TextElement> elements = new ArrayList<>();
+        PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+        elements.add(new TextElement(0f, 0f, 10f, 20f, font, 1f, "H", 1f, 6f));
+        elements.add(new TextElement(0f, 10f, 10f, 20f, font, 1f, "O", 1f, 6f));
+        elements.add(new TextElement(0f, 20f, 10f, 20f, font, 1f, "L", 1f, 6f));
+        elements.add(new TextElement(0f, 30f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(20f, 0f, 10f, 20f, font, 1f, "M", 1f, 6f));
+        elements.add(new TextElement(20f, 10f, 10f, 20f, font, 1f, "U", 1f, 6f));
+        elements.add(new TextElement(20f, 20f, 10f, 20f, font, 1f, "N", 1f, 6f));
+        elements.add(new TextElement(20f, 30f, 10f, 20f, font, 1f, "D", 1f, 6f));
+        elements.add(new TextElement(20f, 40f, 10f, 20f, font, 1f, "O", 1f, 6f));
+
+        List<TextChunk> words = TextElement.mergeWords(elements);
+
+        List<TextChunk> expectedWords = new ArrayList<>();
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, font, 1f, "H", 1f, 6f));
+        textChunk.add(new TextElement(0f, 10f, 10f, 20f, font, 1f, "O", 1f, 6f));
+        textChunk.add(new TextElement(0f, 20f, 10f, 20f, font, 1f, "L", 1f, 6f));
+        textChunk.add(new TextElement(0f, 30f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        expectedWords.add(textChunk);
+        TextChunk textChunk2 = new TextChunk(new TextElement(20f, 0f, 10f, 20f, font, 1f, "M", 1f, 6f));
+        textChunk2.add(new TextElement(20f, 10f, 10f, 20f, font, 1f, "U", 1f, 6f));
+        textChunk2.add(new TextElement(20f, 20f, 10f, 20f, font, 1f, "N", 1f, 6f));
+        textChunk2.add(new TextElement(20f, 30f, 10f, 20f, font, 1f, "D", 1f, 6f));
+        textChunk2.add(new TextElement(20f, 40f, 10f, 20f, font, 1f, "O", 1f, 6f));
+        expectedWords.add(textChunk2);
+
+        Assert.assertEquals(2, words.size());
+        Assert.assertEquals(expectedWords, words);
+
+    }
+
 
 }
diff --git a/src/test/java/technology/tabula/TestUtils.java b/src/test/java/technology/tabula/TestUtils.java
index e68411df..cb85cb7b 100644
--- a/src/test/java/technology/tabula/TestUtils.java
+++ b/src/test/java/technology/tabula/TestUtils.java
@@ -12,6 +12,7 @@
 import java.util.Collections;
 import java.util.List;
 
+import org.apache.pdfbox.Loader;
 import org.apache.pdfbox.rendering.ImageType;
 import org.apache.commons.cli.ParseException;
 import org.apache.pdfbox.pdmodel.PDDocument;
@@ -122,7 +123,7 @@ public void testQuickSortLongList() {
 
     @Test
     public void testJPEG2000DoesNotRaise() throws IOException {
-        PDDocument pdf_document = PDDocument.load(new File("src/test/resources/technology/tabula/jpeg2000.pdf"));
+        PDDocument pdf_document = Loader.loadPDF(new File("src/test/resources/technology/tabula/jpeg2000.pdf"));
         PDPage page = pdf_document.getPage(0);
         Utils.pageConvertToImage(pdf_document, page, 360, ImageType.RGB);
     }
diff --git a/src/test/java/technology/tabula/UtilsForTesting.java b/src/test/java/technology/tabula/UtilsForTesting.java
index 3ee8efde..8d3c91cf 100644
--- a/src/test/java/technology/tabula/UtilsForTesting.java
+++ b/src/test/java/technology/tabula/UtilsForTesting.java
@@ -7,6 +7,7 @@
 import org.apache.commons.csv.CSVFormat;
 import org.apache.commons.csv.CSVParser;
 import org.apache.commons.csv.CSVPrinter;
+import org.apache.pdfbox.Loader;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.junit.Assert;
 
@@ -23,11 +24,9 @@ public static Page getAreaFromPage(String path, int page, float top, float left,
     public static Page getPage(String path, int pageNumber) throws IOException {
         ObjectExtractor oe = null;
         try {
-            PDDocument document = PDDocument
-                    .load(new File(path));
+            PDDocument document = Loader.loadPDF(new File(path));
             oe = new ObjectExtractor(document);
-            Page page = oe.extract(pageNumber);
-            return page;
+            return oe.extract(pageNumber);
         } finally {
             if (oe != null)
                 oe.close();

From d0241fb5ff9182d7980c3ccd572cc8bb2dba9357 Mon Sep 17 00:00:00 2001
From: young <chen.yang@goupwith.com>
Date: Wed, 6 Mar 2024 14:59:35 +0800
Subject: [PATCH 340/364] remove useless variable

---
 .../tabula/detectors/SpreadsheetDetectionAlgorithm.java         | 2 --
 1 file changed, 2 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
index 243cc3bf..43136ba5 100644
--- a/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/SpreadsheetDetectionAlgorithm.java
@@ -20,8 +20,6 @@ public class SpreadsheetDetectionAlgorithm implements DetectionAlgorithm {
     public List<Rectangle> detect(Page page) {
         List<Cell> cells = SpreadsheetExtractionAlgorithm.findCells(page.getHorizontalRulings(), page.getVerticalRulings());
 
-        SpreadsheetExtractionAlgorithm sea = new SpreadsheetExtractionAlgorithm();
-
         List<Rectangle> tables = SpreadsheetExtractionAlgorithm.findSpreadsheetsFromCells(cells);
 
         // we want tables to be returned from top to bottom on the page

From 63de16a4e102b44ea370919625221561dc783e75 Mon Sep 17 00:00:00 2001
From: young <chen.yang@goupwith.com>
Date: Thu, 11 Apr 2024 14:09:16 +0800
Subject: [PATCH 341/364] exclude junit-jupiter from pdfbox

---
 pom.xml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/pom.xml b/pom.xml
index 6c71b426..f60528d0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -263,6 +263,12 @@
         <groupId>org.apache.pdfbox</groupId>
         <artifactId>pdfbox</artifactId>
         <version>3.0.1</version>
+        <exclusions>
+            <exclusion>
+                <groupId>org.junit.jupiter</groupId>
+                <artifactId>junit-jupiter</artifactId>
+            </exclusion>
+        </exclusions>
     </dependency>
 
     <dependency>

From e0ee0728ca398023ab67f59626a55525de0355b0 Mon Sep 17 00:00:00 2001
From: young <chen.yang@goupwith.com>
Date: Thu, 11 Apr 2024 14:31:10 +0800
Subject: [PATCH 342/364] update pdfbox to 3.0.2

---
 pom.xml | 341 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 168 insertions(+), 173 deletions(-)

diff --git a/pom.xml b/pom.xml
index f60528d0..52943fbf 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,4 +1,5 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <modelVersion>4.0.0</modelVersion>
     <groupId>technology.tabula</groupId>
     <artifactId>tabula</artifactId>
@@ -33,16 +34,16 @@
     </developers>
 
     <repositories>
-      <repository>
-        <id>snapshots</id>
-        <url>https://repository.apache.org/content/repositories/snapshots/</url>
-        <releases>
-          <enabled>false</enabled>
-        </releases>
-        <snapshots>
-          <enabled>true</enabled>
-        </snapshots>
-      </repository>
+        <repository>
+            <id>snapshots</id>
+            <url>https://repository.apache.org/content/repositories/snapshots/</url>
+            <releases>
+                <enabled>false</enabled>
+            </releases>
+            <snapshots>
+                <enabled>true</enabled>
+            </snapshots>
+        </repository>
     </repositories>
 
     <scm>
@@ -109,20 +110,20 @@
                 </executions>
             </plugin>
             <plugin>
-              <groupId>org.apache.maven.plugins</groupId>
-              <artifactId>maven-javadoc-plugin</artifactId>
-              <version>3.3.1</version>
-              <configuration>
-                  <source>8</source>
-              </configuration>
-              <executions>
-                <execution>
-                  <id>attach-javadocs</id>
-                  <goals>
-                    <goal>jar</goal>
-                  </goals>
-                </execution>
-              </executions>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-javadoc-plugin</artifactId>
+                <version>3.3.1</version>
+                <configuration>
+                    <source>8</source>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>attach-javadocs</id>
+                        <goals>
+                            <goal>jar</goal>
+                        </goals>
+                    </execution>
+                </executions>
             </plugin>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
@@ -159,172 +160,166 @@
                         <manifest>
                             <mainClass>technology.tabula.CommandLineApp</mainClass>
                         </manifest>
-                </archive>
-                <descriptorRefs>
-                    <descriptorRef>jar-with-dependencies</descriptorRef>
-                </descriptorRefs>
+                    </archive>
+                    <descriptorRefs>
+                        <descriptorRef>jar-with-dependencies</descriptorRef>
+                    </descriptorRefs>
                 </configuration>
-        </plugin>
-        <plugin>
-            <groupId>org.apache.maven.plugins</groupId>
-            <artifactId>maven-surefire-plugin</artifactId>
-            <version>2.22.2</version>
-            <configuration>
-                <!-- Travis build workaround -->
-                <argLine>-Xms1024m -Xmx2048m</argLine>
-            </configuration>
-        </plugin>
-        <!-- download source jars and link them when running eclipse:eclipse -->
-        <plugin>
-            <groupId>org.apache.maven.plugins</groupId>
-            <artifactId>maven-eclipse-plugin</artifactId>
-            <version>2.10</version>
-            <configuration>
-                <downloadSources>true</downloadSources>
-                <downloadJavadocs>true</downloadJavadocs>
-            </configuration>
-        </plugin>
-    </plugins>
-</build>
-
-<profiles>
-    <profile>
-        <id>release</id>
-        <build>
-          <plugins>
+            </plugin>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.3.1</version>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.22.2</version>
                 <configuration>
-                    <source>8</source>
+                    <!-- Travis build workaround -->
+                    <argLine>-Xms1024m -Xmx2048m</argLine>
                 </configuration>
-                <executions>
-                    <execution>
-                        <id>attach-javadocs</id>
-                        <goals>
-                            <goal>jar</goal>
-                        </goals>
-                    </execution>
-                </executions>
             </plugin>
-                <plugin>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-source-plugin</artifactId>
-                    <version>3.2.1</version>
-                    <executions>
-                        <execution>
-                            <id>attach-sources</id>
-                            <goals>
-                                <goal>jar-no-fork</goal>
-                            </goals>
-                        </execution>
-                    </executions>
-                </plugin>
-                <plugin>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-gpg-plugin</artifactId>
-                    <version>1.6</version>
-                    <executions>
-                        <execution>
-                            <id>sign-artifacts</id>
-                            <phase>verify</phase>
-                            <goals>
-                                <goal>sign</goal>
-                            </goals>
-                        </execution>
-                    </executions>
-                </plugin>
-            </plugins>
-        </build>
-    </profile>
-</profiles>
+            <!-- download source jars and link them when running eclipse:eclipse -->
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-eclipse-plugin</artifactId>
+                <version>2.10</version>
+                <configuration>
+                    <downloadSources>true</downloadSources>
+                    <downloadJavadocs>true</downloadJavadocs>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+    <profiles>
+        <profile>
+            <id>release</id>
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-javadoc-plugin</artifactId>
+                        <version>3.3.1</version>
+                        <configuration>
+                            <source>8</source>
+                        </configuration>
+                        <executions>
+                            <execution>
+                                <id>attach-javadocs</id>
+                                <goals>
+                                    <goal>jar</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-source-plugin</artifactId>
+                        <version>3.2.1</version>
+                        <executions>
+                            <execution>
+                                <id>attach-sources</id>
+                                <goals>
+                                    <goal>jar-no-fork</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-gpg-plugin</artifactId>
+                        <version>1.6</version>
+                        <executions>
+                            <execution>
+                                <id>sign-artifacts</id>
+                                <phase>verify</phase>
+                                <goals>
+                                    <goal>sign</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
 
-<dependencies>
-    <dependency>
-        <groupId>org.locationtech.jts</groupId>
-        <artifactId>jts-core</artifactId>
-        <version>1.18.1</version>
-    </dependency>
+    <dependencies>
+        <dependency>
+            <groupId>org.locationtech.jts</groupId>
+            <artifactId>jts-core</artifactId>
+            <version>1.18.1</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.slf4j</groupId>
-        <artifactId>slf4j-api</artifactId>
-        <version>1.7.35</version>
-    </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+            <version>1.7.35</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.slf4j</groupId>
-        <artifactId>slf4j-simple</artifactId>
-        <version>1.7.32</version>
-    </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-simple</artifactId>
+            <version>1.7.32</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.apache.pdfbox</groupId>
-        <artifactId>pdfbox</artifactId>
-        <version>3.0.1</version>
-        <exclusions>
-            <exclusion>
-                <groupId>org.junit.jupiter</groupId>
-                <artifactId>junit-jupiter</artifactId>
-            </exclusion>
-        </exclusions>
-    </dependency>
+        <dependency>
+            <groupId>org.apache.pdfbox</groupId>
+            <artifactId>pdfbox</artifactId>
+            <version>3.0.2</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.bouncycastle</groupId>
-        <artifactId>bcprov-jdk15on</artifactId>
-        <version>1.70</version>
-    </dependency>
+        <dependency>
+            <groupId>org.bouncycastle</groupId>
+            <artifactId>bcprov-jdk15on</artifactId>
+            <version>1.70</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.bouncycastle</groupId>
-        <artifactId>bcmail-jdk15on</artifactId>
-        <version>1.70</version>
-    </dependency>
+        <dependency>
+            <groupId>org.bouncycastle</groupId>
+            <artifactId>bcmail-jdk15on</artifactId>
+            <version>1.70</version>
+        </dependency>
 
-    <dependency>
-        <groupId>junit</groupId>
-        <artifactId>junit</artifactId>
-        <version>4.13.2</version>
-        <scope>test</scope>
-    </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>4.13.2</version>
+            <scope>test</scope>
+        </dependency>
 
-    <dependency>
-        <groupId>commons-cli</groupId>
-        <artifactId>commons-cli</artifactId>
-        <version>1.4</version>
-    </dependency>
+        <dependency>
+            <groupId>commons-cli</groupId>
+            <artifactId>commons-cli</artifactId>
+            <version>1.4</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.apache.commons</groupId>
-        <artifactId>commons-csv</artifactId>
-        <version>1.9.0</version>
-    </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-csv</artifactId>
+            <version>1.9.0</version>
+        </dependency>
 
-    <dependency>
-        <groupId>com.google.code.gson</groupId>
-        <artifactId>gson</artifactId>
-        <version>2.9.0</version>
-    </dependency>
+        <dependency>
+            <groupId>com.google.code.gson</groupId>
+            <artifactId>gson</artifactId>
+            <version>2.9.0</version>
+        </dependency>
 
-    <dependency>
-        <groupId>com.github.jai-imageio</groupId>
-        <artifactId>jai-imageio-core</artifactId>
-        <version>1.4.0</version>
-    </dependency>
+        <dependency>
+            <groupId>com.github.jai-imageio</groupId>
+            <artifactId>jai-imageio-core</artifactId>
+            <version>1.4.0</version>
+        </dependency>
 
-    <dependency>
-        <groupId>com.github.jai-imageio</groupId>
-        <artifactId>jai-imageio-jpeg2000</artifactId>
-        <version>1.4.0</version>
-    </dependency>
+        <dependency>
+            <groupId>com.github.jai-imageio</groupId>
+            <artifactId>jai-imageio-jpeg2000</artifactId>
+            <version>1.4.0</version>
+        </dependency>
 
-    <dependency>
-        <groupId>org.apache.pdfbox</groupId>
-        <artifactId>jbig2-imageio</artifactId>
-        <version>3.0.4</version>
-    </dependency>
-</dependencies>
+        <dependency>
+            <groupId>org.apache.pdfbox</groupId>
+            <artifactId>jbig2-imageio</artifactId>
+            <version>3.0.4</version>
+        </dependency>
+    </dependencies>
 
 </project>

From 20b1053a24402a1e3a587ee90211661027d66484 Mon Sep 17 00:00:00 2001
From: young <chen.yang@goupwith.com>
Date: Mon, 29 Apr 2024 17:40:46 +0800
Subject: [PATCH 343/364] fix: oom for removeText

---
 .../detectors/NurminenDetectionAlgorithm.java | 86 ++++++++++++-------
 .../technology/tabula/TestTableDetection.java | 53 ++++++------
 2 files changed, 79 insertions(+), 60 deletions(-)

diff --git a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
index 9a377854..86639f66 100644
--- a/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
+++ b/src/main/java/technology/tabula/detectors/NurminenDetectionAlgorithm.java
@@ -1,14 +1,8 @@
 package technology.tabula.detectors;
 
-import java.awt.geom.Line2D;
-import java.awt.geom.Point2D;
-import java.awt.image.BufferedImage;
-import java.awt.image.Raster;
-import java.io.IOException;
-import java.io.OutputStream;
-import java.util.*;
-
+import org.apache.pdfbox.contentstream.PDContentStream;
 import org.apache.pdfbox.contentstream.operator.Operator;
+import org.apache.pdfbox.contentstream.operator.OperatorName;
 import org.apache.pdfbox.cos.COSName;
 import org.apache.pdfbox.pdfparser.PDFStreamParser;
 import org.apache.pdfbox.pdfwriter.ContentStreamWriter;
@@ -16,16 +10,17 @@
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.common.PDStream;
 import org.apache.pdfbox.rendering.ImageType;
-
-import technology.tabula.Line;
-import technology.tabula.Page;
-import technology.tabula.Rectangle;
-import technology.tabula.Ruling;
-import technology.tabula.TextChunk;
-import technology.tabula.TextElement;
-import technology.tabula.Utils;
+import technology.tabula.*;
 import technology.tabula.extractors.SpreadsheetExtractionAlgorithm;
 
+import java.awt.geom.Line2D;
+import java.awt.geom.Point2D;
+import java.awt.image.BufferedImage;
+import java.awt.image.Raster;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.util.*;
+
 /**
  * Created by matt on 2015-12-17.
  * <p>
@@ -799,25 +794,10 @@ private List<Ruling> getVerticalRulings(BufferedImage image) {
         return verticalRulings;
     }
 
-
-    // taken from http://www.docjar.com/html/api/org/apache/pdfbox/examples/util/RemoveAllText.java.html
     private PDDocument removeText(PDPage page) throws IOException {
 
         PDFStreamParser parser = new PDFStreamParser(page);
         parser.parse();
-        List<Object> newTokens = new ArrayList<>();
-        while (page.hasContents()) {
-            Object token = parser.parseNextToken();
-            if (token instanceof Operator) {
-                Operator op = (Operator) token;
-                if ("TJ".equals(op.getName()) || "Tj".equals(op.getName())) {
-                    //remove the one argument to this operator
-                    newTokens.remove(newTokens.size() - 1);
-                    continue;
-                }
-            }
-            newTokens.add(token);
-        }
 
         PDDocument document = new PDDocument();
         PDPage newPage = document.importPage(page);
@@ -826,9 +806,51 @@ private PDDocument removeText(PDPage page) throws IOException {
         PDStream newContents = new PDStream(document);
         OutputStream out = newContents.createOutputStream(COSName.FLATE_DECODE);
         ContentStreamWriter writer = new ContentStreamWriter(out);
-        writer.writeTokens(newTokens);
+        List<Object> tokensWithoutText = createTokensWithoutText(page);
+        writer.writeTokens(tokensWithoutText);
         out.close();
         newPage.setContents(newContents);
         return document;
     }
+
+
+    /**
+     * @param contentStream contentStream
+     * @return newTokens
+     * @throws IOException When parseNextToken on Error
+     * @see <a href="https://github.com/apache/pdfbox/blob/trunk/examples/src/main/java/org/apache/pdfbox/examples/util/RemoveAllText.java#L127">...</a>
+     */
+    private static List<Object> createTokensWithoutText(PDContentStream contentStream) throws IOException {
+        PDFStreamParser parser = new PDFStreamParser(contentStream);
+        Object token = parser.parseNextToken();
+        List<Object> newTokens = new ArrayList<>();
+        while (token != null) {
+            if (token instanceof Operator) {
+                Operator op = (Operator) token;
+                String opName = op.getName();
+                if (OperatorName.SHOW_TEXT_ADJUSTED.equals(opName)
+                        || OperatorName.SHOW_TEXT.equals(opName)
+                        || OperatorName.SHOW_TEXT_LINE.equals(opName)) {
+                    // remove the argument to this operator
+                    newTokens.remove(newTokens.size() - 1);
+
+                    token = parser.parseNextToken();
+                    continue;
+                } else if (OperatorName.SHOW_TEXT_LINE_AND_SPACE.equals(opName)) {
+                    // remove the 3 arguments to this operator
+                    newTokens.remove(newTokens.size() - 1);
+                    newTokens.remove(newTokens.size() - 1);
+                    newTokens.remove(newTokens.size() - 1);
+
+                    token = parser.parseNextToken();
+                    continue;
+                }
+            }
+            newTokens.add(token);
+            token = parser.parseNextToken();
+        }
+        return newTokens;
+    }
+
+
 }
diff --git a/src/test/java/technology/tabula/TestTableDetection.java b/src/test/java/technology/tabula/TestTableDetection.java
index 80d21350..c13ff201 100644
--- a/src/test/java/technology/tabula/TestTableDetection.java
+++ b/src/test/java/technology/tabula/TestTableDetection.java
@@ -1,29 +1,29 @@
 package technology.tabula;
 
-import java.io.File;
-import java.io.FileWriter;
-import java.io.FilenameFilter;
-import java.io.IOException;
-import java.util.*;
-import java.util.logging.Level;
-import java.util.logging.Logger;
-
-import static org.junit.Assert.*;
-
 import com.google.gson.Gson;
 import org.apache.pdfbox.Loader;
+import org.apache.pdfbox.pdmodel.PDDocument;
 import org.junit.AfterClass;
 import org.junit.BeforeClass;
 import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
-import org.w3c.dom.*;
+import org.w3c.dom.Document;
+import org.w3c.dom.Element;
+import org.w3c.dom.NodeList;
+import technology.tabula.detectors.NurminenDetectionAlgorithm;
 
 import javax.xml.parsers.DocumentBuilder;
 import javax.xml.parsers.DocumentBuilderFactory;
+import java.io.File;
+import java.io.FileWriter;
+import java.io.IOException;
+import java.util.*;
+import java.util.logging.Level;
+import java.util.logging.Logger;
 
-import org.apache.pdfbox.pdmodel.PDDocument;
-import technology.tabula.detectors.NurminenDetectionAlgorithm;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
 
 /**
  * Created by matt on 2015-12-14.
@@ -111,15 +111,10 @@ public static Collection<Object[]> data() {
             String directoryName = "src/test/resources/technology/tabula/icdar2013-dataset/competition-dataset-" + regionCode + "/";
             File dir = new File(directoryName);
 
-            File[] pdfs = dir.listFiles(new FilenameFilter() {
-                @Override
-                public boolean accept(File dir, String name) {
-                    return name.toLowerCase().endsWith(".pdf");
-                }
-            });
+            File[] pdfs = dir.listFiles((dir1, name) -> name.toLowerCase().endsWith(".pdf"));
 
             for (File pdf : pdfs) {
-                data.add(new Object[] {pdf});
+                data.add(new Object[]{pdf});
             }
         }
 
@@ -163,6 +158,8 @@ public void testDetectionOfTables() throws Exception {
         NodeList tables = regionDocument.getElementsByTagName("table");
 
         // tabula extractors
+
+
         PDDocument pdfDocument = Loader.loadPDF(this.pdf);
         ObjectExtractor extractor = new ObjectExtractor(pdfDocument);
 
@@ -171,7 +168,7 @@ public void testDetectionOfTables() throws Exception {
 
         int numExpectedTables = 0;
 
-        for (int i=0; i<tables.getLength(); i++) {
+        for (int i = 0; i < tables.getLength(); i++) {
 
             Element table = (Element) tables.item(i);
             Element region = (Element) table.getElementsByTagName("region").item(0);
@@ -195,7 +192,7 @@ public void testDetectionOfTables() throws Exception {
             // do some extra work to extract the page with tabula and get the dimensions from there
             Page extractedPage = extractor.extractPage(page);
 
-            float top = (float)extractedPage.getHeight() - y2;
+            float top = (float) extractedPage.getHeight() - y2;
             float left = x1;
             float width = x2 - x1;
             float height = y2 - y1;
@@ -214,8 +211,8 @@ public void testDetectionOfTables() throws Exception {
         while (pages.hasNext()) {
             Page page = pages.next();
             List<Rectangle> tablesOnPage = detectionAlgorithm.detect(page);
-            if (tablesOnPage.size() > 0) {
-                detectedTables.put(new Integer(page.getPageNumber()), tablesOnPage);
+            if (!tablesOnPage.isEmpty()) {
+                detectedTables.put(page.getPageNumber(), tablesOnPage);
             }
         }
 
@@ -267,7 +264,7 @@ public void testDetectionOfTables() throws Exception {
         System.out.println(totalErroneouslyDetectedTables + " tables incorrectly detected");
 
 
-        if(this.status.isFirstRun()) {
+        if (this.status.isFirstRun()) {
             // make the baseline
             this.status.expectedFailure = failed;
             this.status.numCorrectlyDetectedTables = this.numCorrectlyDetectedTables;
@@ -293,14 +290,14 @@ private List<String> comparePages(Integer page, List<Rectangle> detected, List<R
         // from http://www.orsigiorgio.net/wp-content/papercite-data/pdf/gho*12.pdf (comparing regions):
         // for other (e.g.“black-box”) algorithms, bounding boxes and content are used. A region is correct if it
         // contains the minimal bounding box of the ground truth without intersecting additional content.
-        for (Iterator<Rectangle> detectedIterator = detected.iterator(); detectedIterator.hasNext();) {
+        for (Iterator<Rectangle> detectedIterator = detected.iterator(); detectedIterator.hasNext(); ) {
             Rectangle detectedTable = detectedIterator.next();
 
-            for (int i=0; i<expected.size(); i++) {
+            for (int i = 0; i < expected.size(); i++) {
                 if (detectedTable.contains(expected.get(i))) {
                     // we have a candidate for the detected table, make sure it doesn't intersect any others
                     boolean intersectsOthers = false;
-                    for (int j=0; j<expected.size(); j++) {
+                    for (int j = 0; j < expected.size(); j++) {
                         if (i == j) continue;
                         if (detectedTable.intersects(expected.get(j))) {
                             intersectsOthers = true;

From a01730669761b8a62444abc066c4f5b7fb8c5e1c Mon Sep 17 00:00:00 2001
From: young <chen.yang@goupwith.com>
Date: Mon, 29 Apr 2024 17:51:40 +0800
Subject: [PATCH 344/364] fix: unit test

---
 .../technology/tabula/TestTextElement.java    | 109 +++++++++---------
 1 file changed, 57 insertions(+), 52 deletions(-)

diff --git a/src/test/java/technology/tabula/TestTextElement.java b/src/test/java/technology/tabula/TestTextElement.java
index 3db1ca31..ee0fbf3d 100644
--- a/src/test/java/technology/tabula/TestTextElement.java
+++ b/src/test/java/technology/tabula/TestTextElement.java
@@ -1,14 +1,14 @@
 package technology.tabula;
 
-import java.util.ArrayList;
-import java.util.List;
-
 import org.apache.pdfbox.pdmodel.font.PDFont;
 import org.apache.pdfbox.pdmodel.font.PDType1Font;
 import org.apache.pdfbox.pdmodel.font.Standard14Fonts;
 import org.junit.Assert;
 import org.junit.Test;
 
+import java.util.ArrayList;
+import java.util.List;
+
 public class TestTextElement {
 
 
@@ -24,7 +24,7 @@ public void createTextElement() {
         Assert.assertEquals(5f, textElement.getTop(), 0);
         Assert.assertEquals(10f, textElement.getWidth(), 0);
         Assert.assertEquals(20f, textElement.getHeight(), 0);
-        Assert.assertEquals(new PDType1Font(Standard14Fonts.FontName.HELVETICA), textElement.getFont());
+        Assert.assertEquals(Standard14Fonts.FontName.HELVETICA.getName(), textElement.getFont().getName());
         Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
         Assert.assertEquals(0f, textElement.getDirection(), 0);
 
@@ -43,7 +43,7 @@ public void createTextElementWithDirection() {
         Assert.assertEquals(5f, textElement.getTop(), 0);
         Assert.assertEquals(10f, textElement.getWidth(), 0);
         Assert.assertEquals(20f, textElement.getHeight(), 0);
-        Assert.assertEquals(new PDType1Font(Standard14Fonts.FontName.HELVETICA), textElement.getFont());
+        Assert.assertEquals(Standard14Fonts.FontName.HELVETICA.getName(), textElement.getFont().getName());
         Assert.assertEquals(1f, textElement.getWidthOfSpace(), 0);
         Assert.assertEquals(6f, textElement.getDirection(), 0);
 
@@ -54,18 +54,19 @@ public void createTextElementWithDirection() {
     public void mergeFourElementsIntoFourWords() {
 
         List<TextElement> elements = new ArrayList<>();
-        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        elements.add(new TextElement(20f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
-        elements.add(new TextElement(40f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
-        elements.add(new TextElement(60f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+        elements.add(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(20f, 15f, 10f, 20f, font, 1f, "B", 1f, 6f));
+        elements.add(new TextElement(40f, 15f, 10f, 20f, font, 1f, "C", 1f, 6f));
+        elements.add(new TextElement(60f, 15f, 10f, 20f, font, 1f, "D", 1f, 6f));
 
         List<TextChunk> words = TextElement.mergeWords(elements);
 
         List<TextChunk> expectedWords = new ArrayList<>();
-        expectedWords.add(new TextChunk(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f)));
-        expectedWords.add(new TextChunk(new TextElement(20f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f)));
-        expectedWords.add(new TextChunk(new TextElement(40f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f)));
-        expectedWords.add(new TextChunk(new TextElement(60f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(20f, 15f, 10f, 20f, font, 1f, "B", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(40f, 15f, 10f, 20f, font, 1f, "C", 1f, 6f)));
+        expectedWords.add(new TextChunk(new TextElement(60f, 15f, 10f, 20f, font, 1f, "D", 1f, 6f)));
 
         Assert.assertEquals(expectedWords, words);
 
@@ -75,18 +76,19 @@ public void mergeFourElementsIntoFourWords() {
     public void mergeFourElementsIntoOneWord() {
 
         List<TextElement> elements = new ArrayList<>();
-        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        elements.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
-        elements.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
-        elements.add(new TextElement(0f, 45f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+        elements.add(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 25f, 10f, 20f, font, 1f, "B", 1f, 6f));
+        elements.add(new TextElement(0f, 35f, 10f, 20f, font, 1f, "C", 1f, 6f));
+        elements.add(new TextElement(0f, 45f, 10f, 20f, font, 1f, "D", 1f, 6f));
 
         List<TextChunk> words = TextElement.mergeWords(elements);
 
         List<TextChunk> expectedWords = new ArrayList<>();
-        TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        textChunk.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
-        textChunk.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
-        textChunk.add(new TextElement(0f, 45f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        textChunk.add(new TextElement(0f, 25f, 10f, 20f, font, 1f, "B", 1f, 6f));
+        textChunk.add(new TextElement(0f, 35f, 10f, 20f, font, 1f, "C", 1f, 6f));
+        textChunk.add(new TextElement(0f, 45f, 10f, 20f, font, 1f, "D", 1f, 6f));
         expectedWords.add(textChunk);
 
         Assert.assertEquals(expectedWords, words);
@@ -101,10 +103,11 @@ public void mergeElementsShouldBeIdempotent() {
          */
 
         List<TextElement> elements = new ArrayList<>();
-        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        elements.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
-        elements.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
-        elements.add(new TextElement(0f, 45f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
+        PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+        elements.add(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 25f, 10f, 20f, font, 1f, "B", 1f, 6f));
+        elements.add(new TextElement(0f, 35f, 10f, 20f, font, 1f, "C", 1f, 6f));
+        elements.add(new TextElement(0f, 45f, 10f, 20f, font, 1f, "D", 1f, 6f));
 
         List<TextChunk> words = TextElement.mergeWords(elements);
         List<TextChunk> words2 = TextElement.mergeWords(elements);
@@ -115,20 +118,21 @@ public void mergeElementsShouldBeIdempotent() {
     public void mergeElementsWithSkippingRules() {
 
         List<TextElement> elements = new ArrayList<>();
-        elements.add(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        elements.add(new TextElement(0f, 17f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        elements.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
-        elements.add(new TextElement(0.001f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, " ", 1f, 6f));
-        elements.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+        elements.add(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 17f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 25f, 10f, 20f, font, 1f, "B", 1f, 6f));
+        elements.add(new TextElement(0.001f, 25f, 10f, 20f, font, 1f, " ", 1f, 6f));
+        elements.add(new TextElement(0f, 35f, 10f, 20f, font, 1f, "C", 1f, 6f));
         PDFont TIMES_ROMAN = new PDType1Font(Standard14Fonts.FontName.TIMES_ROMAN);
         elements.add(new TextElement(0f, 45f, 10f, 20f, TIMES_ROMAN, 10f, "D", 1f, 6f));
 
         List<TextChunk> words = TextElement.mergeWords(elements);
 
         List<TextChunk> expectedWords = new ArrayList<>();
-        TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        textChunk.add(new TextElement(0f, 25f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "B", 1f, 6f));
-        textChunk.add(new TextElement(0f, 35f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "C", 1f, 6f));
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 15f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        textChunk.add(new TextElement(0f, 25f, 10f, 20f, font, 1f, "B", 1f, 6f));
+        textChunk.add(new TextElement(0f, 35f, 10f, 20f, font, 1f, "C", 1f, 6f));
         textChunk.add(new TextElement(0f, 45f, 10f, 20f, TIMES_ROMAN, 10f, "D", 1f, 6f));
         expectedWords.add(textChunk);
 
@@ -140,30 +144,31 @@ public void mergeElementsWithSkippingRules() {
     public void mergeTenElementsIntoTwoWords() {
 
         List<TextElement> elements = new ArrayList<>();
-        elements.add(new TextElement(0f, 0f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "H", 1f, 6f));
-        elements.add(new TextElement(0f, 10f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
-        elements.add(new TextElement(0f, 20f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "L", 1f, 6f));
-        elements.add(new TextElement(0f, 30f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        elements.add(new TextElement(0f, 60f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "M", 1f, 6f));
-        elements.add(new TextElement(0f, 70f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "U", 1f, 6f));
-        elements.add(new TextElement(0f, 80f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "N", 1f, 6f));
-        elements.add(new TextElement(0f, 90f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
-        elements.add(new TextElement(0f, 100f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
+        PDType1Font font = new PDType1Font(Standard14Fonts.FontName.HELVETICA);
+        elements.add(new TextElement(0f, 0f, 10f, 20f, font, 1f, "H", 1f, 6f));
+        elements.add(new TextElement(0f, 10f, 10f, 20f, font, 1f, "O", 1f, 6f));
+        elements.add(new TextElement(0f, 20f, 10f, 20f, font, 1f, "L", 1f, 6f));
+        elements.add(new TextElement(0f, 30f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        elements.add(new TextElement(0f, 60f, 10f, 20f, font, 1f, "M", 1f, 6f));
+        elements.add(new TextElement(0f, 70f, 10f, 20f, font, 1f, "U", 1f, 6f));
+        elements.add(new TextElement(0f, 80f, 10f, 20f, font, 1f, "N", 1f, 6f));
+        elements.add(new TextElement(0f, 90f, 10f, 20f, font, 1f, "D", 1f, 6f));
+        elements.add(new TextElement(0f, 100f, 10f, 20f, font, 1f, "O", 1f, 6f));
 
         List<TextChunk> words = TextElement.mergeWords(elements);
 
         List<TextChunk> expectedWords = new ArrayList<>();
-        TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "H", 1f, 6f));
-        textChunk.add(new TextElement(0f, 10f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
-        textChunk.add(new TextElement(0f, 20f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "L", 1f, 6f));
-        textChunk.add(new TextElement(0f, 30f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "A", 1f, 6f));
-        textChunk.add(new TextElement(0f, 30f, 10.5f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, " ", 1f)); //Check why width=10.5?
+        TextChunk textChunk = new TextChunk(new TextElement(0f, 0f, 10f, 20f, font, 1f, "H", 1f, 6f));
+        textChunk.add(new TextElement(0f, 10f, 10f, 20f, font, 1f, "O", 1f, 6f));
+        textChunk.add(new TextElement(0f, 20f, 10f, 20f, font, 1f, "L", 1f, 6f));
+        textChunk.add(new TextElement(0f, 30f, 10f, 20f, font, 1f, "A", 1f, 6f));
+        textChunk.add(new TextElement(0f, 30f, 10.5f, 20f, font, 1f, " ", 1f)); //Check why width=10.5?
         expectedWords.add(textChunk);
-        TextChunk textChunk2 = new TextChunk(new TextElement(0f, 60f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "M", 1f, 6f));
-        textChunk2.add(new TextElement(0f, 70f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "U", 1f, 6f));
-        textChunk2.add(new TextElement(0f, 80f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "N", 1f, 6f));
-        textChunk2.add(new TextElement(0f, 90f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "D", 1f, 6f));
-        textChunk2.add(new TextElement(0f, 100f, 10f, 20f, new PDType1Font(Standard14Fonts.FontName.HELVETICA), 1f, "O", 1f, 6f));
+        TextChunk textChunk2 = new TextChunk(new TextElement(0f, 60f, 10f, 20f, font, 1f, "M", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 70f, 10f, 20f, font, 1f, "U", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 80f, 10f, 20f, font, 1f, "N", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 90f, 10f, 20f, font, 1f, "D", 1f, 6f));
+        textChunk2.add(new TextElement(0f, 100f, 10f, 20f, font, 1f, "O", 1f, 6f));
         expectedWords.add(textChunk2);
 
         Assert.assertEquals(2, words.size());

From 6d59cddd5e4523d74aa03739be5992d35372fdd3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Feb 2023 21:12:28 +0000
Subject: [PATCH 345/364] Bump maven-compiler-plugin from 3.8.1 to 3.11.0

Bumps [maven-compiler-plugin](https://github.com/apache/maven-compiler-plugin) from 3.8.1 to 3.11.0.
- [Release notes](https://github.com/apache/maven-compiler-plugin/releases)
- [Commits](https://github.com/apache/maven-compiler-plugin/compare/maven-compiler-plugin-3.8.1...maven-compiler-plugin-3.11.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-compiler-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 52943fbf..b3344e12 100644
--- a/pom.xml
+++ b/pom.xml
@@ -147,7 +147,7 @@
             </plugin>
             <plugin>
                 <artifactId>maven-compiler-plugin</artifactId>
-                <version>3.8.1</version>
+                <version>3.11.0</version>
                 <configuration>
                     <source>1.8</source>
                     <target>1.8</target>

From 2bdeb954675cb2ad05431210d3f06db74a490fe9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Jul 2024 21:29:09 +0000
Subject: [PATCH 346/364] Bump org.apache.maven.plugins:maven-gpg-plugin from
 1.6 to 3.2.4

Bumps [org.apache.maven.plugins:maven-gpg-plugin](https://github.com/apache/maven-gpg-plugin) from 1.6 to 3.2.4.
- [Release notes](https://github.com/apache/maven-gpg-plugin/releases)
- [Commits](https://github.com/apache/maven-gpg-plugin/compare/maven-gpg-plugin-1.6...maven-gpg-plugin-3.2.4)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-gpg-plugin
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index b3344e12..7f30e7a4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -128,7 +128,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-gpg-plugin</artifactId>
-                <version>1.6</version>
+                <version>3.2.4</version>
                 <executions>
                     <execution>
                         <id>sign-artifacts</id>
@@ -225,7 +225,7 @@
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-gpg-plugin</artifactId>
-                        <version>1.6</version>
+                        <version>3.2.4</version>
                         <executions>
                             <execution>
                                 <id>sign-artifacts</id>

From c831cf6ac36c5315b96ff6a49212bb67908ce48e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Jul 2024 21:28:58 +0000
Subject: [PATCH 347/364] Bump commons-cli:commons-cli from 1.4 to 1.8.0

Bumps commons-cli:commons-cli from 1.4 to 1.8.0.

---
updated-dependencies:
- dependency-name: commons-cli:commons-cli
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 7f30e7a4..eb362e89 100644
--- a/pom.xml
+++ b/pom.xml
@@ -288,7 +288,7 @@
         <dependency>
             <groupId>commons-cli</groupId>
             <artifactId>commons-cli</artifactId>
-            <version>1.4</version>
+            <version>1.8.0</version>
         </dependency>
 
         <dependency>

From 9dc64f867a01e69e6e929feaa5a909c02b9bd3e9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Jul 2024 21:28:56 +0000
Subject: [PATCH 348/364] Bump org.slf4j:slf4j-api from 1.7.35 to 2.0.13

Bumps org.slf4j:slf4j-api from 1.7.35 to 2.0.13.

---
updated-dependencies:
- dependency-name: org.slf4j:slf4j-api
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index eb362e89..adf29ce5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -251,7 +251,7 @@
         <dependency>
             <groupId>org.slf4j</groupId>
             <artifactId>slf4j-api</artifactId>
-            <version>1.7.35</version>
+            <version>2.0.13</version>
         </dependency>
 
         <dependency>

From 3f7445380ec4f48dfc545dd6d33e89d4c501af55 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Jul 2024 21:28:55 +0000
Subject: [PATCH 349/364] Bump org.slf4j:slf4j-simple from 1.7.32 to 2.0.13

Bumps org.slf4j:slf4j-simple from 1.7.32 to 2.0.13.

---
updated-dependencies:
- dependency-name: org.slf4j:slf4j-simple
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index adf29ce5..8e0736c4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -257,7 +257,7 @@
         <dependency>
             <groupId>org.slf4j</groupId>
             <artifactId>slf4j-simple</artifactId>
-            <version>1.7.32</version>
+            <version>2.0.13</version>
         </dependency>
 
         <dependency>

From 2ef079f2a14dc6d66c68c5ce8d03853eea7436f4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Jun 2022 21:32:54 +0000
Subject: [PATCH 350/364] Bump jts-core from 1.18.1 to 1.19.0

Bumps jts-core from 1.18.1 to 1.19.0.

---
updated-dependencies:
- dependency-name: org.locationtech.jts:jts-core
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 8e0736c4..19bf0133 100644
--- a/pom.xml
+++ b/pom.xml
@@ -245,7 +245,7 @@
         <dependency>
             <groupId>org.locationtech.jts</groupId>
             <artifactId>jts-core</artifactId>
-            <version>1.18.1</version>
+            <version>1.19.0</version>
         </dependency>
 
         <dependency>

From c1e4e326eddc1a2dfe59febf24a569d11bde5cfb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Feb 2023 21:59:29 +0000
Subject: [PATCH 351/364] Bump maven-javadoc-plugin from 3.3.1 to 3.5.0

Bumps [maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.3.1 to 3.5.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.3.1...maven-javadoc-plugin-3.5.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/pom.xml b/pom.xml
index 19bf0133..749fa0b7 100644
--- a/pom.xml
+++ b/pom.xml
@@ -74,7 +74,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.3.1</version>
+                <version>3.5.0</version>
                 <configuration>
                     <skip>true</skip>
                 </configuration>
@@ -110,20 +110,20 @@
                 </executions>
             </plugin>
             <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.3.1</version>
-                <configuration>
-                    <source>8</source>
-                </configuration>
-                <executions>
-                    <execution>
-                        <id>attach-javadocs</id>
-                        <goals>
-                            <goal>jar</goal>
-                        </goals>
-                    </execution>
-                </executions>
+              <groupId>org.apache.maven.plugins</groupId>
+              <artifactId>maven-javadoc-plugin</artifactId>
+              <version>3.5.0</version>
+              <configuration>
+                  <source>8</source>
+              </configuration>
+              <executions>
+                <execution>
+                  <id>attach-javadocs</id>
+                  <goals>
+                    <goal>jar</goal>
+                  </goals>
+                </execution>
+              </executions>
             </plugin>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>

From 5761334b86f58723e761b4941f2950d7b6e53d82 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Jul 2024 21:29:03 +0000
Subject: [PATCH 352/364] Bump org.sonatype.plugins:nexus-staging-maven-plugin
 from 1.6.8 to 1.7.0

Bumps org.sonatype.plugins:nexus-staging-maven-plugin from 1.6.8 to 1.7.0.

---
updated-dependencies:
- dependency-name: org.sonatype.plugins:nexus-staging-maven-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 749fa0b7..6a66162f 100644
--- a/pom.xml
+++ b/pom.xml
@@ -87,7 +87,7 @@
             <plugin>
                 <groupId>org.sonatype.plugins</groupId>
                 <artifactId>nexus-staging-maven-plugin</artifactId>
-                <version>1.6.8</version>
+                <version>1.7.0</version>
                 <extensions>true</extensions>
                 <configuration>
                     <serverId>ossrh</serverId>

From ab7c4bd54bd20ca03c2bfad400c5cc6c26e34d59 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Jul 2024 21:28:53 +0000
Subject: [PATCH 353/364] Bump org.apache.maven.plugins:maven-source-plugin
 from 3.2.1 to 3.3.1

Bumps [org.apache.maven.plugins:maven-source-plugin](https://github.com/apache/maven-source-plugin) from 3.2.1 to 3.3.1.
- [Release notes](https://github.com/apache/maven-source-plugin/releases)
- [Commits](https://github.com/apache/maven-source-plugin/compare/maven-source-plugin-3.2.1...maven-source-plugin-3.3.1)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-source-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pom.xml b/pom.xml
index 6a66162f..77cda400 100644
--- a/pom.xml
+++ b/pom.xml
@@ -99,7 +99,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-source-plugin</artifactId>
-                <version>3.2.1</version>
+                <version>3.3.1</version>
                 <executions>
                     <execution>
                         <id>attach-sources</id>
@@ -212,7 +212,7 @@
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-source-plugin</artifactId>
-                        <version>3.2.1</version>
+                        <version>3.3.1</version>
                         <executions>
                             <execution>
                                 <id>attach-sources</id>

From ebe8e30dedfd6f7553046bbe6bbd3640b121d3dd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jul 2024 21:36:59 +0000
Subject: [PATCH 354/364] Bump org.apache.commons:commons-csv from 1.9.0 to
 1.11.0

Bumps [org.apache.commons:commons-csv](https://github.com/apache/commons-csv) from 1.9.0 to 1.11.0.
- [Changelog](https://github.com/apache/commons-csv/blob/master/RELEASE-NOTES.txt)
- [Commits](https://github.com/apache/commons-csv/compare/rel/commons-csv-1.9.0...rel/commons-csv-1.11.0)

---
updated-dependencies:
- dependency-name: org.apache.commons:commons-csv
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 77cda400..a45e6089 100644
--- a/pom.xml
+++ b/pom.xml
@@ -294,7 +294,7 @@
         <dependency>
             <groupId>org.apache.commons</groupId>
             <artifactId>commons-csv</artifactId>
-            <version>1.9.0</version>
+            <version>1.11.0</version>
         </dependency>
 
         <dependency>

From db3f6dfd74801c824efd2a25dc26b4a3cb8d7922 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jul 2024 21:36:45 +0000
Subject: [PATCH 355/364] Bump org.apache.maven.plugins:maven-compiler-plugin

Bumps [org.apache.maven.plugins:maven-compiler-plugin](https://github.com/apache/maven-compiler-plugin) from 3.11.0 to 3.13.0.
- [Release notes](https://github.com/apache/maven-compiler-plugin/releases)
- [Commits](https://github.com/apache/maven-compiler-plugin/compare/maven-compiler-plugin-3.11.0...maven-compiler-plugin-3.13.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-compiler-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index a45e6089..b73d8b1e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -147,7 +147,7 @@
             </plugin>
             <plugin>
                 <artifactId>maven-compiler-plugin</artifactId>
-                <version>3.11.0</version>
+                <version>3.13.0</version>
                 <configuration>
                     <source>1.8</source>
                     <target>1.8</target>

From fd3a32c579f672ba17c5f1231985e980c4e3ec4e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jul 2024 21:36:48 +0000
Subject: [PATCH 356/364] Bump com.google.code.gson:gson from 2.9.0 to 2.11.0

Bumps [com.google.code.gson:gson](https://github.com/google/gson) from 2.9.0 to 2.11.0.
- [Release notes](https://github.com/google/gson/releases)
- [Changelog](https://github.com/google/gson/blob/main/CHANGELOG.md)
- [Commits](https://github.com/google/gson/compare/gson-parent-2.9.0...gson-parent-2.11.0)

---
updated-dependencies:
- dependency-name: com.google.code.gson:gson
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index b73d8b1e..394ea68f 100644
--- a/pom.xml
+++ b/pom.xml
@@ -300,7 +300,7 @@
         <dependency>
             <groupId>com.google.code.gson</groupId>
             <artifactId>gson</artifactId>
-            <version>2.9.0</version>
+            <version>2.11.0</version>
         </dependency>
 
         <dependency>

From 097559d0a185ca1dda25d7b7ff103e884848c70c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jul 2024 21:36:52 +0000
Subject: [PATCH 357/364] Bump org.apache.maven.plugins:maven-javadoc-plugin
 from 3.3.1 to 3.7.0

Bumps [org.apache.maven.plugins:maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.3.1 to 3.7.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.3.1...maven-javadoc-plugin-3.7.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 394ea68f..a4871012 100644
--- a/pom.xml
+++ b/pom.xml
@@ -74,7 +74,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.5.0</version>
+                <version>3.7.0</version>
                 <configuration>
                     <skip>true</skip>
                 </configuration>
@@ -112,7 +112,7 @@
             <plugin>
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
-              <version>3.5.0</version>
+              <version>3.7.0</version>
               <configuration>
                   <source>8</source>
               </configuration>
@@ -196,7 +196,7 @@
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-javadoc-plugin</artifactId>
-                        <version>3.3.1</version>
+                        <version>3.7.0</version>
                         <configuration>
                             <source>8</source>
                         </configuration>

From bde6d765cfab25d53ff885de33a4556fc41bb9d7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jul 2024 21:36:55 +0000
Subject: [PATCH 358/364] Bump org.apache.maven.plugins:maven-surefire-plugin
 from 2.22.2 to 3.3.1

Bumps [org.apache.maven.plugins:maven-surefire-plugin](https://github.com/apache/maven-surefire) from 2.22.2 to 3.3.1.
- [Release notes](https://github.com/apache/maven-surefire/releases)
- [Commits](https://github.com/apache/maven-surefire/compare/surefire-2.22.2...surefire-3.3.1)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-surefire-plugin
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index a4871012..8fd27509 100644
--- a/pom.xml
+++ b/pom.xml
@@ -169,7 +169,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-surefire-plugin</artifactId>
-                <version>2.22.2</version>
+                <version>3.3.1</version>
                 <configuration>
                     <!-- Travis build workaround -->
                     <argLine>-Xms1024m -Xmx2048m</argLine>

From 0c73e698b979a74cac0e917718b2c5dfd098dacc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jul 2024 21:03:37 +0000
Subject: [PATCH 359/364] Bump org.apache.maven.plugins:maven-javadoc-plugin
 from 3.7.0 to 3.8.0

Bumps [org.apache.maven.plugins:maven-javadoc-plugin](https://github.com/apache/maven-javadoc-plugin) from 3.7.0 to 3.8.0.
- [Release notes](https://github.com/apache/maven-javadoc-plugin/releases)
- [Commits](https://github.com/apache/maven-javadoc-plugin/compare/maven-javadoc-plugin-3.7.0...maven-javadoc-plugin-3.8.0)

---
updated-dependencies:
- dependency-name: org.apache.maven.plugins:maven-javadoc-plugin
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 8fd27509..d0b40101 100644
--- a/pom.xml
+++ b/pom.xml
@@ -74,7 +74,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-javadoc-plugin</artifactId>
-                <version>3.7.0</version>
+                <version>3.8.0</version>
                 <configuration>
                     <skip>true</skip>
                 </configuration>
@@ -112,7 +112,7 @@
             <plugin>
               <groupId>org.apache.maven.plugins</groupId>
               <artifactId>maven-javadoc-plugin</artifactId>
-              <version>3.7.0</version>
+              <version>3.8.0</version>
               <configuration>
                   <source>8</source>
               </configuration>
@@ -196,7 +196,7 @@
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-javadoc-plugin</artifactId>
-                        <version>3.7.0</version>
+                        <version>3.8.0</version>
                         <configuration>
                             <source>8</source>
                         </configuration>

From 818c9a2f5a5ea8dc72d3efa775f192381e84b8c1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 9 Aug 2024 21:53:01 +0000
Subject: [PATCH 360/364] Bump org.apache.pdfbox:pdfbox from 3.0.2 to 3.0.3

Bumps org.apache.pdfbox:pdfbox from 3.0.2 to 3.0.3.

---
updated-dependencies:
- dependency-name: org.apache.pdfbox:pdfbox
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index d0b40101..a963e35a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -263,7 +263,7 @@
         <dependency>
             <groupId>org.apache.pdfbox</groupId>
             <artifactId>pdfbox</artifactId>
-            <version>3.0.2</version>
+            <version>3.0.3</version>
         </dependency>
 
         <dependency>

From 5d91f1d733c4895d31854a641c152220f8c5f341 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 30 Aug 2024 21:39:59 +0000
Subject: [PATCH 361/364] Bump org.locationtech.jts:jts-core from 1.19.0 to
 1.20.0

Bumps org.locationtech.jts:jts-core from 1.19.0 to 1.20.0.

---
updated-dependencies:
- dependency-name: org.locationtech.jts:jts-core
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index a963e35a..49057e90 100644
--- a/pom.xml
+++ b/pom.xml
@@ -245,7 +245,7 @@
         <dependency>
             <groupId>org.locationtech.jts</groupId>
             <artifactId>jts-core</artifactId>
-            <version>1.19.0</version>
+            <version>1.20.0</version>
         </dependency>
 
         <dependency>

From 971ae765e84f09ed83f5808b66f764590146e923 Mon Sep 17 00:00:00 2001
From: Kyle Lacy <kylelacy@kyle.space>
Date: Thu, 20 Feb 2025 15:29:09 -0800
Subject: [PATCH 362/364] Upgrade BouncyCastle dependencies

---
 pom.xml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pom.xml b/pom.xml
index 49057e90..8b7b3b2d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -268,14 +268,14 @@
 
         <dependency>
             <groupId>org.bouncycastle</groupId>
-            <artifactId>bcprov-jdk15on</artifactId>
-            <version>1.70</version>
+            <artifactId>bcprov-jdk18on</artifactId>
+            <version>1.80</version>
         </dependency>
 
         <dependency>
             <groupId>org.bouncycastle</groupId>
-            <artifactId>bcmail-jdk15on</artifactId>
-            <version>1.70</version>
+            <artifactId>bcmail-jdk18on</artifactId>
+            <version>1.80</version>
         </dependency>
 
         <dependency>

From 88154e2c15967cc4c2a2606a8da25d47b9b916c3 Mon Sep 17 00:00:00 2001
From: Tilman Hausherr <tilman@snafu.de>
Date: Wed, 19 Mar 2025 15:36:11 +0100
Subject: [PATCH 363/364] Update PDFBox

---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 8b7b3b2d..211d0d4d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -263,7 +263,7 @@
         <dependency>
             <groupId>org.apache.pdfbox</groupId>
             <artifactId>pdfbox</artifactId>
-            <version>3.0.3</version>
+            <version>3.0.4</version>
         </dependency>
 
         <dependency>

From 2cdf3b4fd3f7e921dca8cc6814cdd9316be40f0f Mon Sep 17 00:00:00 2001
From: Tilman Hausherr <tilman@snafu.de>
Date: Wed, 19 Mar 2025 15:38:16 +0100
Subject: [PATCH 364/364] Adjust test

Test needs to be adjusted because PDFBox supports the /ActualText feature of PDFBox.
---
 src/test/java/technology/tabula/TestBasicExtractor.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/test/java/technology/tabula/TestBasicExtractor.java b/src/test/java/technology/tabula/TestBasicExtractor.java
index d120546f..b56fd6ea 100644
--- a/src/test/java/technology/tabula/TestBasicExtractor.java
+++ b/src/test/java/technology/tabula/TestBasicExtractor.java
@@ -203,7 +203,7 @@ public void testCheckSqueezeDoesntBreak() throws IOException {
         List<List<RectangularTextContainer>> rows = table.getRows();
         List<RectangularTextContainer> firstRow = rows.get(0);
         List<RectangularTextContainer> lastRow = rows.get(rows.size() - 1);
-        assertTrue(firstRow.get(0).getText().equals("Violent crime  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  ."));
+        assertTrue(firstRow.get(0).getText().equals("Violent crime. .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  ."));
         assertTrue(lastRow.get(lastRow.size() - 1).getText().equals("(X)"));
         page.getPDDoc().close();
     }